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threshold=0.10113500000000002 0.085090000000000013 0.28937500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.096475000000000019 -1.0000000180025095e-35 0.024640000000000006 -0.0023199999999999996 -0.12008499999999998 0.078515000000000015 0.086245000000000016 0.083295000000000022 -0.092854999999999979 -1.0000000180025095e-35 0.09112000000000002 0.087830000000000005 -0.065249999999999989 0.11831500000000002 -0.05504499999999999 0.10657000000000001 0.096385000000000012 1.0000000180025095e-35 0.50657000000000008 0.073820000000000011 0.088965000000000002 0.080815000000000012 -0.17479499999999998 0.12512500000000001 -0.10462499999999998
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internal_weight=0 159.428 58.7962 472.146 100.632 37.4745 44.5817 28.1059 14.8606 457.286 38.4437 418.842 31.498 29.2366 19.5449 10.4993 14.2145 13.8914 7.59182 41.0281 63.1574 23.26 12.2761 6.78418 27.9443 8.0764 6.9457 24.2292 59.1192 9.36862
internal_count=3910 987 364 2923 623 232 276 174 92 2831 238 2593 195 181 121 65 88 86 47 254 391 144 76 42 173 50 43 150 366 58
is_linear=0
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Tree=1
num_leaves=31
num_cat=0
split_feature=1 52 159 12 47 52 3 1 12 15 3 123 4 49 475 47 3 13 150 160 484 48 12 50 159 0 376 151 16 1
split_gain=1076.92 246.834 144.957 105.254 64.8551 48.4029 43.0336 47.6616 39.9771 36.4659 30.8263 30.6408 29.865 26.7143 20.9986 15.9767 13.697 12.2199 11.2634 10.4745 10.0186 8.52601 4.88316 7.28881 4.73402 6.13966 4.70052 4.6286 5.58799 4.15461
threshold=0.099115000000000023 -0.37613999999999997 -1.0000000180025095e-35 0.080120000000000011 0.083670000000000008 0.14114500000000005 -0.15121499999999996 0.092550000000000007 -0.023959999999999995 0.05377500000000001 0.097615000000000021 0.08363000000000001 0.50657000000000008 -0.14750499999999997 -0.071179999999999979 0.10976000000000001 -0.115685 -0.10939499999999998 0.082965000000000025 -0.080909999999999996 0.073820000000000011 0.11714000000000001 0.090840000000000018 0.11901000000000002 0.014225000000000003 -0.18901999999999997 0.048695000000000009 -0.0074049999999999993 -0.089559999999999987 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=3 -2 12 6 5 9 -1 14 15 21 16 29 22 -11 19 -6 18 -10 20 -8 -5 -4 23 -3 25 -19 27 28 -16 -9
right_child=1 2 4 10 8 -7 7 11 17 13 -12 -13 -14 -15 26 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0079220022775499561 -0.0033359158432217763 0.0030124217495043105 0.010196980606132722 -0.0028887478265929882 0.0035964473959791969 -0.0014875874060067522 0.0065062382126138719 0.0025354903405290881 0.0056605729574111391 0.0089780198760358934 0.0048599678710244789 0.0093666674710613813 0.0080059644268057235 -0.00019140966813531701 0.0024675015556622128 0.010647188185874719 -0.0035531557806306358 -0.0027557757793808106 0.0035616401321774665 -0.00083336059095422404 0.0023424688551642527 0.0057155438283182378 -0.0034185778414850556 -0.0030019121616839534 -0.003729805844176641 0.0026649541557203634 0.00095206093333610633 -0.0030522114464563294 -0.002903582318400438 -0.0019788578913753252
leaf_weight=6.7915508449077597 23.015207946300507 3.464031442999846 102.10652290284634 22.281898975372322 4.6780289262533206 3.7623628526926032 4.0566500872373581 4.2542596161365491 3.3966932147741309 5.7479695230722427 4.158666566014289 6.8766764104366302 3.2091141790151587 5.7594132274389249 3.3395219445228577 7.6986409425735474 334.52721583843231 3.1875803321599951 3.606499955058097 3.1104463487863532 3.894134357571601 3.9942245632410041 9.5950503349304181 3.8547288775444031 3.5422796010971069 4.6540383994579306 3.7862214446067801 31.614808171987534 3.693635642528533 3.2605442106723785
leaf_count=36 149 20 503 147 24 22 24 26 18 30 25 34 16 35 20 38 2227 21 20 20 23 21 62 24 23 29 23 206 24 20
internal_value=0 0.00590777 0.00716922 -0.00264049 0.00819605 0.0091366 0.000720149 -4.41837e-05 0.00399256 0.00947647 -0.00328608 0.00477686 -0.000409772 0.00438875 -0.00144298 0.00798221 -0.00337907 0.000651784 -0.00142365 0.00332093 -0.00211051 0.0100283 -0.00200652 -0.000155277 -0.000842723 0.000461453 -0.00224759 -0.00256106 -0.000353255 0.000576792
internal_weight=0 191.666 168.651 439.253 148.528 121.37 70.7843 63.9928 27.1573 117.608 368.468 14.3915 20.1229 11.5074 49.6013 12.3767 364.31 14.7806 29.7825 7.1671 26.176 106.101 16.9138 7.31876 11.3839 7.84162 42.4342 38.648 7.03316 7.5148
internal_count=3910 1035 886 2875 764 611 433 397 153 589 2442 80 122 65 317 62 2417 91 190 44 170 524 106 44 73 50 273 250 44 46
is_linear=0
shrinkage=0.00300904


Tree=2
num_leaves=31
num_cat=0
split_feature=1 52 159 12 47 1 123 3 43 15 3 40 1 4 52 457 160 3 150 16 376 484 13 151 47 12 2 52 0 52
split_gain=842.781 175.985 96.0134 94.6453 39.9883 33.3919 28.5664 27.9143 27.8655 26.4314 26.1554 23.1414 22.9076 22.5032 16.7966 16.0028 14.5982 13.2862 12.0516 10.3312 9.06341 8.74841 7.16967 6.26129 4.55562 6.30312 4.30024 3.90394 3.56849 2.72327
threshold=0.099115000000000023 -0.37613999999999997 -1.0000000180025095e-35 0.080120000000000011 0.083670000000000008 0.087480000000000016 0.08128500000000001 -0.15121499999999996 -0.049504999999999987 0.05377500000000001 0.097615000000000021 -1.0000000180025095e-35 0.13213500000000003 0.50657000000000008 0.13709500000000002 0.083585000000000007 -0.079684999999999992 -0.115685 0.083435000000000023 -0.53943499999999989 0.048695000000000009 0.073820000000000011 -0.037444999999999992 -0.21628999999999995 0.086785000000000015 0.091555000000000011 0.08221500000000001 -0.040174999999999995 -0.035699999999999989 -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 13 5 9 7 12 -1 27 14 17 -11 19 24 23 16 -10 18 21 -6 26 28 -13 -4 25 -3 -9 -7 -5 -18
right_child=1 2 4 10 6 8 -8 20 15 11 -12 22 -14 -15 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0059777084485996236 -0.0036025837959347564 0.0030331075673556778 0.0050488158916948654 -0.0038413647418110378 0.0044678286028827525 0.010010871125270384 0.0086262594951080403 0.00054996162874747288 0.0052465305665787051 0.0097509153920807938 0.0044395268428640651 0.0039946916945227517 0.0086549664273784712 0.0072049858352375628 0.0022195896408809751 0.0066825158686731854 -0.004143081822948866 -0.0038638756146034377 0.0045286754669770736 -0.0019564358330698725 0.0020332861953517791 0.0022449593527071095 -0.0022468214992470838 0.0090279955320751205 -0.0037177140726923782 -0.0032100433016839778 -0.0033702972209389802 0.0057392603654389382 -0.00052681815601921325 -0.00086056949577385897
leaf_weight=5.2728929370641699 21.458013221621513 3.5752539634704652 4.6291558891534796 16.792391821742065 3.7161313295364407 5.3312536180019379 9.2465378046035749 3.5451881587505367 3.7342514842748669 4.5075051188468924 4.5430647283792487 3.5485944449901572 3.952957570552825 3.5548006147146216 4.4291434884071341 4.5161564797163001 5.328129708766939 309.84575560688972 3.3178904503583899 11.616978213191034 4.7620420902967444 4.0658333152532569 4.9679386466741553 113.40644201636314 8.9296282678842527 3.702384352684021 28.027917623519897 4.3862760961055773 4.6691098213195827 6.0939140170812571
leaf_count=25 149 20 21 119 21 24 41 23 20 20 25 20 19 16 24 25 35 2227 17 72 28 23 30 496 61 25 192 21 31 40
internal_value=0 0.00548584 0.00654698 -0.0028249 0.00738838 0.000699826 0.00377992 -0.00123318 0.00343643 0.00814829 -0.00355398 0.00360608 0.00145638 -0.000436503 0.00863135 0.00114129 -0.000509838 -0.00366121 -0.0014842 -0.000399452 -0.00227961 -0.00226572 0.000353838 0.00887194 -0.00211254 -0.000142998 -0.00293011 0.00808276 -0.00312026 -0.00239179
internal_weight=0 205.241 183.783 414.232 164.021 70.998 28.5326 41.608 29.39 135.489 343.234 13.024 19.2861 19.7621 122.465 19.6725 15.1563 338.691 28.8452 15.3331 36.3351 25.5273 8.51653 118.036 16.2073 7.27764 31.5731 9.71753 21.4615 11.422
internal_count=3910 1035 886 2875 764 433 153 268 165 611 2442 70 112 122 541 120 95 2417 190 93 243 173 50 517 106 45 215 45 150 75
is_linear=0
shrinkage=0.00335371


Tree=3
num_leaves=31
num_cat=0
split_feature=1 52 12 159 133 51 151 1 3 3 39 151 13 3 128 4 0 11 52 49 47 376 50 43 160 2 15 49 52 48
split_gain=682.498 133.828 85.3128 69.9021 31.3422 31.2485 28.8787 26.3582 23.4838 22.5947 20.4103 18.6531 17.7205 12.8614 11.0144 10.3836 9.49483 17.3753 7.76391 18.8795 12.5759 7.4333 7.38293 11.5522 7.16681 5.41999 5.05584 8.38848 3.11011 3.08383
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 -0.40071499999999999 -0.40274499999999996 -0.51118499999999989 0.088010000000000019 -0.15121499999999996 0.097615000000000021 0.085330000000000003 -0.016164999999999995 -0.089899999999999994 -0.115685 0.094695000000000015 0.05309500000000001 -0.060094999999999989 1.0000000180025095e-35 0.12539500000000003 0.12757000000000004 0.12339500000000002 0.048695000000000009 0.10481500000000002 -0.040589999999999994 -0.079684999999999992 0.083795000000000022 0.05377500000000001 -0.14750499999999997 -0.42985499999999993 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 28 7 10 -5 -6 -7 8 -1 13 22 29 -13 15 18 16 -4 -18 20 -20 26 25 23 -3 -14 -10 -8 -28 -2 -9
right_child=1 3 9 4 5 6 14 11 21 -11 -12 12 24 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033832788957740526 -0.0026040457474211598 -0.002115026885193477 -0.0022776444356913303 -0.0023994942020437362 -0.002710948122542709 -0.0017564870403083837 0.0049780273669786726 0.0056872962039348227 0.00035121220449899293 0.0024384976763565207 0.0043800137859532516 0.0051619858106051993 0.0025000067205622201 -0.0024705869603776956 0.0010047704343626991 0.0029293126096079612 0.0044173493960906786 -0.0022576908094388295 -0.00011329323235700407 0.0057137158163906203 0.00082854127018694337 0.0011554984935601541 -0.0026989552178849621 0.003643438814466922 -0.0010997183435885248 -0.0021390080991190541 0.0048773020405635716 0.00090108245086062552 -0.00039080376978858444 0.0032138016350568804
leaf_weight=5.8531093746423712 16.831011146306995 3.9319231808185577 17.25289702415467 3.4646980762481681 3.0336047410964957 3.5941274762153617 132.10591322183609 5.0659721940755862 5.0002366155385998 4.8502669483423224 3.6737615317106238 3.5563926845788982 3.4462226480245617 286.44642567634583 4.1553509682416907 3.0214387774467459 3.3345734477043143 4.289999395608902 5.3163941800594312 5.3848817050457001 3.8244072794914237 4.9232371598482123 8.769093990325926 2.9215562045574215 11.678759321570391 26.445840373635292 7.0255964994430542 4.0095497816801053 3.7321200221776953 4.6519899964332581
leaf_count=26 127 28 125 19 21 20 552 23 33 25 17 16 17 2227 22 18 20 27 29 23 21 28 61 16 76 192 31 23 25 22
internal_value=0 0.00311478 -0.00177697 0.00368659 0.00413092 0.00426523 0.00439317 0.000404582 -0.000694423 -0.00225963 -0.000271962 0.00203852 0.000756383 -0.00233212 0.00452976 -0.000910456 -0.00137681 0.000661609 0.00462266 0.00281886 0.004754 -0.00135067 -0.00136591 0.000339738 -0.000279522 -0.00174304 0.00485888 0.00343257 -0.00220235 0.00450323
internal_weight=0 211.774 389.817 191.211 171.915 168.45 165.416 70.6218 42.2224 319.196 19.2963 28.3993 18.6814 314.345 161.822 27.8989 24.8775 7.62457 157.667 10.7013 146.965 36.3693 15.6226 6.85348 15.125 31.4461 143.141 11.0351 20.5631 9.71796
internal_count=3910 1035 2875 883 761 742 721 433 279 2442 122 154 109 2417 701 190 172 47 679 52 627 253 105 44 93 225 606 54 152 45
is_linear=0
shrinkage=0.00219346


Tree=4
num_leaves=31
num_cat=0
split_feature=1 52 12 159 47 1 4 3 39 3 43 15 40 3 150 1 2 52 52 484 376 4 47 4 48 12 16 2 123 0
split_gain=563.399 105.597 77.072 53.1958 24.5784 21.3677 20.0906 19.76 18.8877 17.9136 17.3452 15.7826 14.8078 12.4924 13.3476 12.1446 9.92966 14.359 7.48811 6.97314 6.82443 5.87917 4.56835 8.9569 4.48304 4.42441 3.98491 3.57979 2.61392 2.59449
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 0.083670000000000008 0.087480000000000016 0.51697500000000007 0.097615000000000021 0.019850000000000003 -0.15121499999999996 -0.049504999999999987 0.05377500000000001 -1.0000000180025095e-35 -0.115685 0.084800000000000014 0.12958500000000003 0.082715000000000025 -0.066329999999999986 0.13266500000000003 0.073820000000000011 0.048695000000000009 -0.060264999999999992 0.11926500000000002 0.25367000000000006 0.11714000000000001 1.0000000180025095e-35 0.18936500000000003 0.08221500000000001 0.08363000000000001 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 25 13 15 -1 -7 18 -13 14 19 22 -12 26 24 29 27 -14 23 -6 -5 -3 -18 -11 -10 -4
right_child=1 3 7 4 8 10 -8 -9 28 20 16 12 21 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034713808099476108 -0.0027321491601800937 0.00025286717956710065 -0.0029671489538326571 0.0054240500240866829 -0.0022291963053983348 0.0049133858635881699 0.0061320960928866915 0.0025595486777441711 0.0032506487910080595 0.00034705645459598791 -0.0027107688186414594 0.0058884456344524203 -0.0018580944173341555 -0.0029738392528255888 0.0043706487492888866 0.0043161534008246136 0.00068225974474097695 0.0045656536346958898 0.002062466331984706 0.0014001869027427498 0.0012412424316186805 0.0026037559817393852 -0.0027914799970952271 0.0033344938291407834 0.0027806324512352353 -0.0026684154683681459 -0.0032478753606095573 -0.0025262462474856047 0.0058432556493653665 -0.00074688861373943126
leaf_weight=5.8581205308437339 18.603715516626835 6.1869763806462315 14.645506434142595 122.33540233969688 4.3921780586242729 10.626175910234453 2.9546656161546698 5.0975422710180274 4.5678957253694517 3.6151284575462368 4.839877255260947 4.9361896365880957 5.0191585272550574 264.40485157072544 2.9426803737878791 4.5241048336029044 5.4010184556245822 6.9930133968591646 5.3345436900854102 4.3010852038860312 5.0624196976423255 3.7516785562038413 5.1305794045329085 4.037137895822525 4.8490023463964453 9.6445680707693082 2.8733921721577644 24.620738349854946 7.4186935424804688 5.1794196963310268
leaf_count=25 149 37 119 493 28 45 12 25 20 23 34 20 31 2227 14 20 30 35 27 23 28 19 35 20 21 73 21 192 30 34
internal_value=0 0.00340564 -0.00210293 0.00399096 0.00445058 0.000444226 -0.000322201 -0.0027032 0.00223054 -0.000876585 0.00212702 0.00490712 0.00215283 -0.00279524 -0.00105066 0.000490799 0.000654507 0.00172132 0.005192 -0.00171191 -0.00164152 5.04382e-05 -0.000785487 0.000435478 0.00532327 -0.00152678 -0.000682529 -0.00215837 0.00485526 -0.00238709
internal_weight=0 213.686 366.461 195.083 176.297 69.8899 18.7862 296.571 30.0706 39.1564 30.7335 146.226 13.707 291.474 27.0687 18.084 20.1073 15.2674 132.519 24.126 33.2983 8.77084 13.5599 8.42932 127.184 15.8315 8.27441 28.2359 11.9866 19.8249
internal_count=3910 1035 2875 886 764 433 122 2442 153 268 165 611 70 2417 190 103 120 86 541 176 243 50 83 48 514 110 51 215 50 153
is_linear=0
shrinkage=0.00269628


Tree=5
num_leaves=31
num_cat=0
split_feature=1 52 12 159 133 51 151 447 43 3 4 3 1 4 15 43 3 0 11 3 0 12 47 4 13 131 52 50 2 43
split_gain=471.891 85.4288 69.6538 42.1128 21.6785 20.9165 19.5921 17.7897 18.7014 17.4465 16.2524 12.0795 11.6692 11.0741 9.98 9.35965 8.39469 8.2379 12.6578 7.02872 7.601 6.59645 10.6175 12.3952 8.93004 5.8173 4.15445 4.11164 6.11254 3.73827
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 -0.40071499999999999 -0.40274499999999996 -0.51118499999999989 0.085135000000000016 -0.066289999999999988 0.097615000000000021 0.51697500000000007 -0.115685 0.086245000000000002 0.053925000000000008 -0.038029999999999987 -0.26007999999999992 0.11476000000000001 -0.060094999999999989 1.0000000180025095e-35 -0.016619999999999996 -0.14808999999999997 -0.023959999999999995 0.102035 -0.045299999999999993 -0.067699999999999996 0.080165000000000014 0.51791000000000009 0.083215000000000011 0.091025000000000009 -0.069974999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 -6 -7 8 12 11 26 13 14 17 -1 -8 19 -4 -19 -10 27 -17 23 24 -23 -25 29 28 -21 -3
right_child=1 3 9 4 5 6 15 -9 16 -11 -12 -13 -14 -15 -16 21 -18 18 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034435876189605075 -0.0028682846049073178 -0.00027784294007737211 -0.0029208261196734062 -0.0031180055819918263 -0.0035629805893509702 -0.0022838777946856373 0.00028285846911191607 0.0063449201459451279 0.0013602930105336896 0.0023899978650144733 0.0058721162598064508 -0.0031509410686123866 0.0045636812927162401 0.0045120175804142862 0.0024026820306877494 0.0054380480866241419 0.0038871442899253927 0.0046104039143434602 -0.0028604886185311477 -0.00077159144313029848 -0.0031419592044093789 0.0051115529620908212 0.0010065499452969035 0.0053324996815207705 -0.00020737460269363908 0.0018377872429739316 0.0017177637057216606 -0.0035804728350077642 0.0040330681991605256 -0.0035391152629297901
leaf_weight=3.9862912371754646 17.301562286913395 4.9122112765908241 15.727815918624405 3.2621337920427314 2.713045895099639 3.4476634114980689 3.9179325997829428 4.0633119642734519 6.8059883266687384 5.2975718826055518 2.997613161802291 243.75248032808304 10.195489495992659 2.7075445353984824 6.5543542951345461 79.869057565927505 2.7784218788146964 3.7314483523368844 3.977133646607399 10.092793211340899 18.612328395247463 4.3031837493181229 7.6995877921581259 59.769775703549385 7.1018145233392698 4.3368987292051306 2.7141072526574126 2.824383817613124 2.89183535426855 7.5999578163027781
leaf_count=32 149 34 128 19 21 20 19 17 38 25 12 2227 43 15 35 323 15 20 27 69 147 18 41 244 38 21 19 20 17 57
internal_value=0 0.00333608 -0.00219073 0.00388757 0.00432314 0.00446333 0.00459109 0.000431263 6.0112e-05 -0.0028463 -0.000329097 -0.00294907 0.00234132 -0.00106697 0.000191723 0.00473302 -0.00101482 -0.00171149 0.000755903 -0.00134518 -0.00188012 0.00483993 0.00426584 0.00459817 0.00179949 0.00509608 -0.00154994 -0.000394533 0.000298465 -0.00225876
internal_weight=0 211.947 343.999 194.645 176.421 173.159 170.446 68.8052 64.7419 275.194 18.2239 269.896 20.7361 26.1439 10.5406 166.998 44.0058 23.4364 7.70858 41.2273 34.4213 163.08 83.2113 75.5117 11.405 64.1067 15.2263 15.809 12.9846 12.5122
internal_count=3910 1035 2875 886 764 745 724 433 416 2442 122 2417 110 190 67 704 306 175 47 291 253 685 362 321 56 265 110 106 86 91
is_linear=0
shrinkage=0.0029136


Tree=6
num_leaves=31
num_cat=0
split_feature=1 52 12 47 12 50 1 15 3 1 3 13 13 457 3 150 47 376 484 160 48 52 160 1 3 2 52 0 49 52
split_gain=502.011 91.2197 72.6172 46.6314 28.7301 25.2734 19.5964 19.4787 18.4175 17.651 16.8126 14.379 14.0363 12.4658 12.1953 11.8787 6.78117 6.68276 6.58121 6.41803 5.87232 5.14957 4.3155 4.0879 4.01702 3.58169 3.30304 2.65545 2.34282 2.33198
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 0.081905000000000019 -0.023959999999999995 0.11843500000000001 0.087480000000000016 0.085950000000000013 0.097615000000000021 0.12864500000000004 -0.15121499999999996 -0.00059999999999999995 -0.15078499999999997 0.083585000000000007 -0.115685 0.084800000000000014 0.10976000000000001 0.048695000000000009 0.073820000000000011 -0.079684999999999992 0.11765000000000002 -0.0093349999999999978 -1.0000000180025095e-35 0.11026000000000001 -0.075404999999999986 0.08221500000000001 0.18936500000000003 -0.035699999999999989 0.10581000000000002 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 6 5 16 7 10 20 14 23 -1 21 -6 19 15 18 -5 25 27 -13 26 -8 -14 -9 -24 -12 -3 -4 -26 -2
right_child=1 3 8 4 12 -7 11 9 -10 -11 17 13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0036752852813425677 -0.0033926932609383209 0.0056382295048648026 -0.0032016986603027064 0.0018693841523749358 0.0043184171582260431 -0.0013511242701399475 0.0065152315694273349 -0.003777841191210675 0.0026151670550096412 0.0049672398881774951 0.00045393824381314489 0.0026871337050369268 -0.0034961914448773342 0.0043217069577461192 -0.003190014876662262 0.0044370719573823209 0.0058191725486444997 0.0013921290671052764 0.001509228076851708 -0.0020992129735754352 0.002189552657523811 0.0025663791597078053 0.0019157730844379789 0.0007112084405472165 -0.0031191057007527376 -0.002717956522965709 0.0031507397636182715 -0.00069915088403174283 0.00021189910642816962 -0.00051109979046719625
leaf_weight=5.8985010683536521 14.484127357602121 125.86149966716766 13.858027480542665 6.1217080652713767 3.8376514092087737 5.4958566874265662 6.7097635567188263 3.479267902672289 5.1929393559694281 7.6010148972272873 3.5508486330509212 3.230539187788966 8.0602533817291278 5.6515820473432532 245.04595530033112 3.0049519538879386 9.8315772414207441 5.0189087986946097 4.2800964862108222 9.8313552662730199 4.6845131367444983 5.0038042068481463 3.559500791132451 3.5644882768392563 4.8532662093639383 23.800338357686996 4.8102607280015937 5.0107886195182827 2.9445245936512947 2.9307329654693595
leaf_count=25 127 508 119 27 17 35 28 23 25 34 23 16 63 27 2227 14 40 28 23 71 21 23 22 20 33 192 23 34 20 22
internal_value=0 0.00355216 -0.00220693 0.00412995 0.00125874 0.00485393 0.000503872 0.00508127 -0.00288068 0.0018537 -0.000899191 0.00226853 -0.000830022 0.000666218 -0.00298592 -0.00107363 0.00430353 -0.00173276 -0.00178898 -0.000915428 0.00543048 0.00482836 -0.00184755 -0.00150616 -0.000677513 -0.00230617 0.00554666 -0.00253712 -0.00186128 -0.00290775
internal_weight=0 212.12 345.088 194.705 39.2085 155.497 68.6956 150.001 276.393 14.6448 38.2686 30.427 23.2552 18.7135 271.2 26.1539 15.9533 32.3701 23.1489 13.0619 135.356 11.7136 19.4175 7.04376 11.3573 27.3512 130.672 18.8688 7.79779 17.4149
internal_count=3910 1035 2875 886 222 664 433 629 2442 77 268 165 155 114 2417 190 67 243 176 87 552 51 138 43 75 215 531 153 53 149
is_linear=0
shrinkage=0.00294608


Tree=7
num_leaves=31
num_cat=0
split_feature=1 52 12 52 47 123 1 3 1 15 13 147 3 3 40 150 457 16 12 15 124 13 484 2 11 52 1 52 3 9
split_gain=410.208 72.3273 64.3052 37.3563 27.7297 18.7251 15.9138 15.9104 15.7039 14.7101 14.2462 12.635 11.7355 11.5559 10.8645 9.69321 9.36311 8.32873 6.72092 6.38604 6.90798 5.92993 5.6808 3.92048 3.88063 3.67425 3.40403 3.06727 2.58439 3.63159
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 0.26391000000000003 0.083670000000000008 0.08128500000000001 0.085990000000000011 0.097615000000000021 0.13501500000000002 0.05377500000000001 -0.00059999999999999995 0.085900000000000018 -0.115685 -0.15121499999999996 -1.0000000180025095e-35 0.084800000000000014 0.082870000000000013 -0.53943499999999989 1.0000000180025095e-35 -0.035939999999999993 -1.0000000180025095e-35 -0.037444999999999992 0.073820000000000011 0.084735000000000019 0.08326500000000002 -0.0093349999999999978 0.11831500000000002 -0.42985499999999993 0.090325000000000003 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 27 6 4 9 8 13 12 17 24 25 16 15 -1 -11 22 28 -6 -5 -15 -21 -16 -4 -22 -3 -8 -26 -2 29 -12
right_child=1 3 7 18 5 -7 10 -9 -10 14 11 -13 -14 19 21 -17 -18 -19 -20 20 23 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0026727593667438083 -0.0031588053196561559 0.004754416008669082 -0.0023069631506885996 0.0016543738228408261 0.0025954763954584357 0.004614964506117091 0.005301895324884078 0.0020653234073623812 0.0050621085798245652 0.0048372606591001142 0.00060801888211860125 0.0050959520273605209 -0.0029543790981746794 -0.0030507214746662422 0.002463931112709782 0.0036132489875163715 0.0027420630616831919 -0.0019614259831589073 -0.0026473614301948116 0.0032136331522383912 0.00069878073898312055 -0.0021063802353432385 0.0012237949788305032 -0.0028022425246981598 0.0017177697462748165 0.0022768469795770257 0.0046723194640976859 -0.00020243851047425715 -0.0033182951942423464 -0.0032682035301031592
leaf_weight=5.57633252441883 13.325459629297258 120.24591183662415 17.731310345232494 4.2681253850460044 3.9340801090002087 10.20675505697727 7.4996725469827652 5.4178672432899466 4.0213485136628142 5.187049761414527 5.1116687133908325 3.615232788026332 225.08934017270803 13.835054509341717 3.7516753524541846 3.1456554681062689 4.7728780955076209 14.692046232521536 8.2251503840088827 3.1902981773018828 4.0106204599142075 5.2985024452209464 4.4006367921829215 6.461604505777359 6.4359157532453519 5.3030791059136373 5.6793180853128433 3.4100013375282279 5.2469239234924308 2.9487439319491386
leaf_count=23 127 493 153 24 21 42 32 25 18 21 33 16 2227 117 20 14 24 97 65 17 27 31 23 55 28 24 23 25 41 24
internal_value=0 0.00298935 -0.00201298 0.00347288 0.00379665 0.00148699 0.000400353 -0.00265052 7.72693e-05 0.00431427 0.00172204 0.000348951 -0.00275257 -0.000978254 0.00162773 -0.000955548 -0.000600237 -0.000998949 -0.00117774 -0.00171866 -0.00036977 -0.000211796 -0.00160492 -0.00146143 0.00460324 0.00404888 0.00310279 -0.00255642 -0.001799 -0.000810021
internal_weight=0 208.681 323.357 191.946 179.453 32.8542 67.5721 255.785 22.6475 146.598 34.4982 21.6954 250.367 33.0739 14.2372 25.2776 18.0802 18.6261 12.4933 27.4976 13.6625 9.05018 22.1319 10.4722 132.361 12.8028 12.1152 16.7355 13.3073 8.06041
internal_count=3910 1035 2875 883 794 178 433 2442 136 616 194 138 2417 239 72 190 122 118 89 216 99 51 176 82 544 56 51 152 98 57
is_linear=0
shrinkage=0.00278152


Tree=8
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 12 4 51 474 15 1 15 4 0 4 1 13 47 4 4 1 4 48 48 3 52 1 160 16 0
split_gain=348.332 60.0773 58.0018 30.9695 19.7588 19.266 15.1168 13.4585 17.4239 12.7632 12.526 11.0648 10.4965 9.47551 20.5647 13.4673 8.97288 8.58234 16.4175 11.6383 7.64166 6.44366 6.38968 5.05605 4.76684 4.17092 6.08951 3.68016 3.18119 3.37744
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 0.08801500000000001 0.11843500000000001 -0.023959999999999995 -0.15796999999999997 -0.10145999999999998 0.085435000000000025 0.085950000000000013 0.12864500000000004 0.079360000000000014 0.27608500000000008 -0.070174999999999987 -0.48072499999999996 0.076710000000000014 -0.15078499999999997 0.077735000000000012 0.0057500000000000008 -1.0000000180025095e-35 0.081005000000000008 -0.49837999999999999 0.11904500000000003 0.11280000000000003 0.10666500000000002 0.12539500000000003 0.11649500000000002 -1.0000000180025095e-35 -0.069144999999999984 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 23 20 -1 11 22 -11 13 24 15 -15 -9 -7 18 19 -17 21 -4 25 -5 -8 -3 -27 -23 29 -18
right_child=1 3 6 5 -6 16 12 8 -10 10 -12 -13 -14 14 -16 17 28 -19 -20 -21 -22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0027416967056205972 -0.0026238844314924398 0.0044842095510819148 -0.0017721289922022778 0.0011788331747727651 -0.001483134620505619 0.0031334628626211417 -0.0028998750613619833 -0.0032752434908703085 0.0051688200013982229 -0.0013683534892354739 0.0039020659988227668 -0.0037743750599464232 0.0033035218116161569 -0.0021337389978411427 0.0052589572856395258 0.0020492096302274039 -0.002655633699254928 -0.002487808866965013 0.0054175641189616241 -0.0034287542412135179 -0.0033628092544965762 0.00068931000943686606 0.00098813871717654727 0.0047803097117460128 0.00076407598952094502 0.0003127979822398729 0.0048068351817148261 0.0047720808241192318 -0.0029783050519429774 0.00084475475994717916
leaf_weight=9.4498658627271634 15.000528559088705 120.08177269995213 3.3612393736839286 4.8727701753377906 5.4782975018024436 3.6554312929511061 218.1324181035161 7.885811321437358 6.6308751553297034 6.7128569632768613 7.6155924797058105 4.7362862005829802 2.2132853865623465 4.5127708315849295 8.7493853047490138 7.9933236092329034 3.6523760408163071 4.6198817119002333 6.5198523923754683 4.9806250259280249 3.5109089612960807 3.1436207070946685 4.6559755206108084 8.4024021625518781 2.8460992872714987 4.7876661196351034 4.754859521985054 3.9313121885061264 8.2643422931432742 5.4135261327028292
leaf_count=85 149 504 29 22 35 16 2310 71 32 43 34 32 14 28 42 45 26 32 29 37 28 21 20 35 13 26 20 27 70 35
internal_value=0 0.00279371 -0.0019647 0.00322518 0.00376302 0.000806297 -0.00261411 0.000365855 0.000884424 0.00395641 0.00143288 0.000316215 -0.00279164 0.000744264 0.00274341 -8.42813e-05 -0.000871349 0.000959248 0.00177617 -5.37495e-05 0.000226886 0.00143452 0.00422568 0.00345836 -0.00285269 0.00434197 0.00255209 0.00295797 -0.00171608 -0.000565445
internal_weight=0 203.348 303.218 188.348 154.087 34.2608 237.139 66.0787 56.6288 148.609 14.3284 49.9979 223.192 45.2617 13.2622 31.9995 20.9857 24.1137 19.4938 12.9739 13.9471 10.4362 134.28 13.2752 220.979 129.624 9.54253 7.07493 17.3302 9.0659
internal_count=3910 1035 2875 886 682 204 2442 433 348 647 77 316 2337 284 70 214 147 143 111 82 105 77 570 57 2323 550 46 48 131 61
is_linear=0
shrinkage=0.00281284


Tree=9
num_leaves=31
num_cat=0
split_feature=1 52 12 52 51 133 3 3 123 133 151 3 447 47 15 123 150 40 484 1 4 475 4 151 484 50 0 3 49 52
split_gain=398.611 68.5269 62.6409 37.5818 25.4463 19.4719 16.4487 14.709 18.8838 14.1317 13.2194 12.1149 10.3493 9.41461 11.2239 9.75306 8.63428 8.46516 6.32688 6.26118 5.35938 5.18054 4.94322 4.24671 3.66781 3.39743 2.6053 2.54904 2.45612 7.79519
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 0.28122000000000008 -0.40274499999999996 -0.40071499999999999 0.097615000000000021 -0.15121499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.51118499999999989 -0.115685 0.084630000000000011 0.083670000000000008 0.05377500000000001 0.08128500000000001 0.084800000000000014 -1.0000000180025095e-35 0.073820000000000011 0.13429500000000003 -0.06272999999999998 -0.079569999999999988 0.25367000000000006 -0.0074049999999999993 -1.0000000180025095e-35 0.10976000000000001 -0.035699999999999989 -0.0066499999999999988 -0.081629999999999994 -0.044539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -1 12 -10 -7 16 21 14 24 19 18 -16 26 22 -19 -9 -15 -23 -12 -5 -4 -11 29 -13
right_child=1 3 6 25 5 10 -8 8 9 27 13 28 -14 15 17 -17 -18 20 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003633334271678678 -0.002449843029086839 -0.0031948012080776104 -0.0027427769212237116 -6.7840422454330511e-05 -0.0025763943839727369 -0.0016814786477127139 0.0021190518256098065 0.0011516128251466808 -0.0024423227448734327 0.0025015291598658928 0.002285199348423376 0.0027443220758165058 0.0041217366904855021 -0.0015294307484327117 0.0045275125431132601 0.0045675194873393173 0.0032590766136323351 -0.0020090580083590537 0.0014973193062989211 0.0039690554905032283 0.0022537699937974498 0.00013474875053089879 0.0018164916172594436 -0.002142360629660665 0.0045244326429486519 -0.0030498873198316801 -0.00045719677914347087 0.0048602946393997027 -0.0027909885743733413 -0.0029192985134732087
leaf_weight=8.6003502458333951 15.203633449971674 3.695239655673503 12.070910215377813 5.401861943304537 3.2779857292771331 2.8991437852382651 5.3047984093427649 5.1354672461748114 3.259451560676097 6.3399490490555754 5.1969002783298484 2.3022330403327942 2.5683708041906348 5.4396359100937897 5.1537831276655188 9.8519391715526563 3.142271175980567 3.8103058934211722 4.1670501232147208 4.3672086074948302 4.2656463831663123 7.0719348490238181 6.7544305026531219 26.648234292864799 126.35559444874525 5.0390512645244598 4.7395331040024784 6.1678464561700812 201.85497587174177 5.9292091056704503
leaf_count=36 149 31 119 36 22 18 25 37 28 29 24 24 11 34 21 40 14 24 23 20 22 46 35 220 516 43 34 26 2140 63
internal_value=0 0.00288822 -0.00180946 0.003312 0.00358988 0.00373123 -0.00242961 0.000448195 -3.07825e-05 0.00240223 0.00385 -0.00253264 -0.00095686 0.00394367 0.00420532 0.00250944 -0.000779212 0.00191179 -0.00138412 0.00128514 0.00024253 -0.00129256 0.000323913 -0.0016648 0.00443597 -0.00150705 -0.00209838 0.00366468 -0.00273395 -0.00133525
internal_weight=0 206.712 305.303 191.509 181.068 177.373 239.511 65.7916 57.1913 15.7672 174.095 234.206 41.424 171.195 144.782 26.4132 24.1198 13.2297 20.9775 16.5613 8.07595 38.8556 12.1941 33.7202 131.552 10.4409 16.8104 12.5078 210.086 8.23144
internal_count=3910 1035 2875 886 807 776 2442 433 397 83 754 2417 314 736 607 129 190 67 176 89 46 303 69 266 540 79 153 55 2227 87
is_linear=0
shrinkage=0.00261226


Tree=10
num_leaves=31
num_cat=0
split_feature=1 12 52 52 51 133 13 51 474 47 1 123 0 3 3 15 40 4 0 3 12 150 0 1 16 48 48 2 15 11
split_gain=317.109 54.3306 53.4988 29.3093 21.2624 17.234 14.4306 12.1344 13.637 11.087 10.7799 10.3894 9.85601 9.61683 9.23854 8.65647 8.32594 7.075 6.9522 8.89004 5.75006 5.09441 5.01563 4.97441 6.81997 6.58295 4.93835 4.81245 4.70927 5.65138
threshold=0.099115000000000023 0.080120000000000011 -0.37613999999999997 0.26391000000000003 -0.40274499999999996 -0.40071499999999999 -0.15078499999999997 -0.10145999999999998 0.084655000000000022 0.083670000000000008 0.093575000000000019 0.08128500000000001 -0.070174999999999987 -0.115685 -0.14818499999999998 0.05377500000000001 -1.0000000180025095e-35 -0.44477499999999992 -0.18901999999999997 0.16699000000000003 1.0000000180025095e-35 0.083855000000000013 -0.06402999999999999 0.076710000000000014 -0.092014999999999986 0.086065000000000016 0.11765000000000002 0.090310000000000015 0.035895000000000003 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 7 -2 4 -4 -6 14 -1 10 15 12 18 23 28 -3 26 -17 -14 -11 27 -5 -12 -18 -9 25 -25 -7 -20 29 -8
right_child=2 6 3 20 5 9 13 8 -10 11 21 -13 17 -15 -16 16 22 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025586509504755498 -0.0024573465249122751 -0.0031559678646654243 -0.0033161386320792112 0.0014171409980396777 -0.0027186234352607011 0.0041882928737964681 0.0015982718321084705 -0.0031010789266922145 0.0040032114461028365 -0.0020048898880674747 0.00068300056733315952 0.0042741688503105104 -0.00090033452592594247 -0.0027920119211387478 0.002169181501712982 0.0045868644004863728 0.0023856554397238823 0.0035474459861263566 -0.0017424989746900477 0.0049344962334917086 -0.0024898989313166574 0.0042585634924258171 -0.0018622907245650774 0.0032924960500948083 -0.0023766356349809821 -0.0014842426731552932 0.0013532345255355225 0.0022625354045171303 -0.00243268861342951 -0.0025872733160966542
leaf_weight=8.9152031391859037 14.046780586242674 3.4358132109045982 3.4818639755249015 4.3113555684685689 3.2645482495427123 121.37106008827686 7.8810231462121028 8.4084486886858887 8.4551748931407911 4.8099197074770954 5.6519478633999807 9.5044887363910657 4.4915996864438057 191.20114484429359 7.7790278568863851 4.8133788555860511 3.784644439816474 6.2654937654733711 4.4730651676654833 4.3949072360992423 7.6355287581682205 6.019313856959343 4.3936943337321273 4.6638805866241402 7.7385767921805444 3.854843944311142 4.6673186272382727 4.3088085949420929 7.4030788242816916 3.368355929851532
leaf_count=85 149 33 31 24 22 518 54 81 40 30 31 40 27 2216 41 20 19 30 27 18 65 26 27 28 60 25 20 25 71 27
internal_value=0 -0.00181434 0.00263151 0.00301745 0.00329997 0.00343565 -0.00245143 0.000370447 0.000840543 0.0035563 0.000272725 0.00198688 -0.000470041 -0.00261117 0.000537752 0.00386663 0.00176457 0.00169029 0.000778231 0.00179415 -0.00107994 0.00252705 0.000103508 -0.00141219 -0.000538681 0.00113095 0.00408331 0.000222563 -0.000757446 0.000345011
internal_weight=0 285.533 199.261 185.215 173.268 169.786 221.068 64.4645 55.5493 166.521 47.0941 27.4912 35.4228 209.854 11.2148 139.03 12.9917 10.7571 17.9867 13.1768 11.9469 11.6713 8.17834 24.6658 16.2573 8.51872 126.038 8.78187 18.6525 11.2494
internal_count=3910 2875 1035 886 797 766 2442 433 348 744 308 140 251 2368 74 604 66 57 100 70 89 57 46 194 113 53 538 52 152 81
is_linear=0
shrinkage=0.00270465


Tree=11
num_leaves=31
num_cat=0
split_feature=1 52 12 159 151 133 13 1 12 3 51 13 3 3 147 457 52 49 47 13 50 43 376 0 11 15 1 4 52 2
split_gain=369.065 63.17 59.9386 34.7806 17.2248 17.1715 15.4342 14.101 13.8788 13.0726 12.1389 10.7164 10.134 9.59387 8.85012 7.5535 6.59319 14.8073 6.84672 11.7929 6.43347 7.966 5.66633 5.44713 9.9819 4.66468 10.6914 4.14544 3.64928 3.58697
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 -0.51118499999999989 -0.40071499999999999 -0.15078499999999997 0.087480000000000016 -1.0000000180025095e-35 -0.15121499999999996 -0.26158999999999993 -0.00059999999999999995 -0.115685 -0.14818499999999998 0.085900000000000018 0.083585000000000007 0.12539500000000003 0.12757000000000004 0.10280000000000002 -0.023539999999999995 0.10481500000000002 -0.039954999999999997 0.048695000000000009 -0.060094999999999989 1.0000000180025095e-35 0.024640000000000006 0.10956 -0.019454999999999997 -0.0093349999999999978 0.08221500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 -6 13 9 -3 -1 -7 28 23 -4 15 -13 18 -18 25 -20 21 -10 29 27 -25 -12 -27 -8 -9 -11
right_child=1 3 6 4 5 10 12 11 20 22 16 14 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0034654990837618038 -0.0028118857134494606 0.0047190742752904998 -0.0036938024015252609 -0.00260789517984786 -0.0031129150635346272 -0.0024025914025580788 -0.0032895355021508783 0.0060342519156040197 -0.0026689204548539613 0.00074828910874598722 0.0053229942558335065 -0.0019032130017516329 -0.0033162550585067196 0.0026558689045827334 0.0053126093749414002 0.0031066196519616259 -0.0010863588990753451 0.0061590160570052285 0.0050624259189226296 -0.0012597655829778137 -0.0038296863820448772 0.0049176374559522593 0.0014270373400509264 0.0048451601624919932 -0.002781194220100315 -0.0014457110904212258 0.0048712682670984725 0.00095433006405410044 0.0024416027449902073 -0.0027962407162673048
leaf_weight=5.9750093370676032 15.325985282659529 4.1515343934297588 3.4741469696164131 3.5339269191026679 2.9536816775798789 2.4498177617788306 8.9303785637021065 6.752995952963829 3.2211076244711876 3.3407008275389733 121.91010861098766 10.461629658937456 201.21746215969324 7.8274759575724584 3.3030285239219657 4.2917149215936652 5.9268801510333997 5.4983251243829727 7.8859953433275223 4.7990835756063444 7.7040977254509926 2.4748619347810727 4.9087728410959235 3.7800864130258551 3.2085329741239548 3.4680012166500083 12.383879855275152 3.1478895992040643 4.9581106528639811 21.258228302001953
leaf_count=25 152 18 33 21 19 23 86 28 29 23 505 80 2216 41 14 20 31 23 34 30 61 14 28 20 25 19 56 21 23 192
internal_value=0 0.00339643 -0.00216187 0.00390157 0.00433959 0.00448636 -0.00292036 0.000530156 -0.00036118 -0.000823836 0.00462296 0.00214411 -0.0031063 0.000703964 0.000607526 -0.000445864 0.00472929 0.00240044 0.00490614 0.00267058 -0.00193512 0.00062739 -0.00169238 -0.000890607 0.00134384 0.00511199 0.00348927 -0.00218348 0.00451324 -0.00231487
internal_weight=0 203.687 296.836 188.361 170.81 167.276 231.586 65.2502 17.5516 35.4827 164.322 29.7675 220.284 11.3016 18.0564 14.7533 161.872 11.4252 150.447 12.6851 13.4001 5.69597 29.5077 19.0669 6.98862 137.762 15.8519 12.0783 11.7111 24.5989
internal_count=3910 1035 2875 883 761 740 2442 433 122 268 721 165 2368 74 114 100 698 54 644 64 104 43 243 152 45 580 75 107 51 215
is_linear=0
shrinkage=0.00317994


Tree=12
num_leaves=31
num_cat=0
split_feature=1 12 52 159 51 4 133 151 14 4 0 1 47 4 4 4 13 16 4 52 160 484 4 13 13 13 51 42 12 50
split_gain=284.874 50.6404 47.9789 25.3125 14.9298 13.9963 13.3015 13.3654 11.3212 12.4334 15.654 18.7824 13.0118 11.049 9.32738 14.8228 9.28201 8.33871 6.62146 11.2109 7.65168 6.42359 6.11522 6.96638 5.2096 6.39665 5.18109 5.1762 5.16352 4.10704
threshold=0.099115000000000023 0.080120000000000011 -0.42985499999999993 -1.0000000180025095e-35 -0.40274499999999996 -0.15796999999999997 -0.40071499999999999 -0.51118499999999989 0.077685000000000018 -0.48072499999999996 -0.010494999999999999 1.0000000180025095e-35 0.078345000000000012 0.51697500000000007 0.0057500000000000008 -1.0000000180025095e-35 -0.10023999999999998 -0.50585499999999983 0.27223000000000003 -0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.49837999999999999 -0.011209999999999999 -1.0000000180025095e-35 0.0066400000000000009 0.085845000000000019 0.08221500000000001 0.09277500000000001 0.11843500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 13 -5 21 -6 -8 9 -1 11 -11 14 29 15 26 17 -7 19 24 -21 -3 -23 -24 -9 -26 -13 -19 -22 -4
right_child=2 5 3 4 6 16 7 18 -10 10 -12 12 -14 -15 -16 -17 -18 27 -20 20 28 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0023886930252689474 -0.0029705826211022905 -0.0031664930641434196 9.6147155882019518e-05 -0.001842796986174148 -0.002526837416867803 0.0036394960200033131 -0.0020267317343480103 0.0042559699492267329 -0.0035616195262231322 -0.002595302683929772 0.0043822844565135355 0.0040667195300417187 -0.0020776794930782313 0.0044959777040791864 0.004851013776756145 -0.0027836643975369659 -0.0027395459710881295 0.00054280292296176073 0.0040238741069428081 -0.0016471477246780529 0.0029183677357012545 -0.0017225589070904914 0.0050895232738105978 -0.00023559060605710786 -0.00058648012944316204 0.0035440350613151921 0.00036594948543274843 -0.0030376640309995487 -0.00014048333369678619 -0.0028382491757853448
leaf_weight=8.1657951995730382 10.861443430185316 3.0887084007263175 7.2159325033426303 4.199171468615531 2.7910382822155944 2.8190867975354186 3.2215897887945166 33.902022525668144 4.9124951139092436 10.628620952367781 9.0939973518252355 8.2332003861665708 5.7795987948775283 2.8650948703289023 7.7409285008907309 4.6816314831376156 179.87481355667114 5.1095365434885007 83.451124399900436 4.5800117105245617 16.476309239864353 3.4085119962692252 3.8843309283256522 3.2743575870990753 3.9869205802679053 8.4756982177495939 4.0974518731236467 6.8144634366035461 5.2668503150343886 6.6085726097226143
leaf_count=69 127 27 55 40 19 22 20 149 34 107 41 43 44 12 34 38 2204 34 368 25 75 30 22 26 21 39 23 77 30 55
internal_value=0 -0.00174641 0.00252095 0.00284681 0.00316357 -0.00238674 0.00329322 0.00339515 0.000359345 0.000689049 0.00118914 0.000483661 0.00155546 -0.000310468 0.00240376 0.00129021 -0.00257141 -0.000520008 0.00350702 0.00291364 0.00151198 0.00024504 0.0012422 0.00265384 0.00370942 0.00222264 0.00283696 -0.0015034 0.00217742 -0.00130659
internal_weight=0 271.608 193.902 183.04 166.351 208.274 162.152 159.361 63.3337 58.4212 50.2554 41.1614 30.5328 16.6896 24.7532 17.0123 194.618 14.7431 156.139 72.6878 26.3232 13.6559 10.5672 7.15869 46.3646 12.4626 12.3307 11.924 21.7432 13.8245
internal_count=3910 2875 1035 908 786 2442 746 727 433 399 330 289 182 122 138 104 2337 133 707 339 130 105 78 48 209 60 66 111 105 110
is_linear=0
shrinkage=0.00268924


Tree=13
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 39 4 4 15 1 15 51 474 3 1 3 1 48 15 16 457 48 42 3 13 133 11 43 151 15
split_gain=244 45.432 40.7459 23.5845 14.3593 13.1394 12.9726 12.8098 10.8069 10.9469 10.0425 11.1411 8.91139 8.60376 6.62875 8.35084 5.9893 5.25395 4.96332 6.6157 4.67531 7.45036 4.6541 4.12949 3.75391 4.25495 4.81504 3.52547 3.29313 7.19432
threshold=0.099115000000000023 0.080120000000000011 -0.42985499999999993 0.081905000000000019 0.11843500000000001 0.019850000000000003 -0.15796999999999997 0.39574000000000004 0.085950000000000013 0.11026000000000001 0.079360000000000014 -0.10145999999999998 0.085435000000000025 0.16699000000000003 0.093575000000000019 -0.11171999999999999 0.081005000000000008 0.11904500000000003 -0.008624999999999999 -0.0041999999999999997 0.083995000000000014 0.085090000000000013 0.086825000000000013 -0.10315499999999998 -0.10023999999999998 -0.0056849999999999991 1.0000000180025095e-35 -0.079109999999999986 -0.0074049999999999993 -0.091704999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 8 13 16 20 17 -10 11 -1 14 23 15 -13 22 -4 28 -20 24 -22 -3 -5 25 -8 -27 -16 29 -17
right_child=2 6 3 5 -6 -7 7 -9 9 -11 -12 12 -14 -15 27 18 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0024253903819714089 -0.0029686902046677341 0.0022108675397150839 0.003735350145766589 0.0015768915773917021 -0.0012988002751034644 0.0029305052692627344 -0.0030800289444621303 0.0051598092833308479 -0.0033233419279997119 0.0024085005678434611 -0.0034223588942363641 0.0027784317825310001 0.004050855333383228 0.0029584326397489348 0.0040685181326833185 0.0021487935712250156 -0.0031466549656088642 0.00077613575477495647 0.0036490022675093998 -0.0011101129130910231 -0.0025524522217944146 0.0025864133875524585 -0.0019998178301734921 -0.001797874385068859 -0.0028219608512579384 0.0018459596322656405 -0.0030080189751109927 0.00098719523006404134 -0.00264103017634508 -0.0033303844593048264
leaf_weight=7.5236735045909873 9.9210656955838186 7.9424865767359716 116.27020538598299 3.203752055764201 5.0526380315423003 13.135092064738272 5.2154138684272766 1.57760889828205 3.1841095685958853 10.720876909792421 4.8410666212439528 6.4926653131842604 6.6209535822272292 4.4279855489730826 5.3245260864496231 4.1402261555194855 3.0298710688948622 4.5953041762113562 3.8313178420066833 4.910458020865919 5.7852906435728055 3.2444355636835098 2.5566717907786369 16.08059120178223 157.2418579608202 4.4129144474863988 2.2856316640973091 5.6271802186965925 9.1327756941318494 3.0785441771149697
leaf_count=81 127 49 537 18 35 62 61 7 25 54 38 30 30 20 23 24 28 20 20 41 71 34 28 137 2105 32 27 32 89 25
internal_value=0 -0.00170135 0.002384 0.00268458 0.0031937 0.000752656 -0.00234798 -0.00254089 0.00336213 0.00109596 0.000330207 0.000650702 0.00112149 -0.000453731 0.000665542 3.45904e-05 0.000215311 0.00362284 -0.000675353 0.000975697 -0.00260907 -0.000706027 0.00118551 -0.00123722 -0.00271066 -0.00124163 0.000189719 0.00248528 -0.00155803 -0.000187877
internal_weight=0 254.816 186.592 176.671 139.823 36.8474 193.292 179.763 134.77 13.905 61.5234 56.6823 49.1586 23.7123 42.5377 31.586 13.529 120.866 25.0933 8.74178 178.186 9.02973 10.4992 19.2843 169.156 11.914 6.69855 10.9517 16.3515 7.21877
internal_count=3910 2875 1035 908 671 237 2442 2337 636 79 433 395 314 175 284 229 105 557 199 61 2330 105 77 155 2225 120 59 55 138 49
is_linear=0
shrinkage=0.0027144


Tree=14
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 4 50 9 12 15 4 3 376 475 150 15 4 160 1 40 47 457 49 48 13 2 15 42 43 1
split_gain=209.281 42.8451 32.3165 21.3934 16.8079 12.1486 11.9527 11.5009 10.9368 9.03117 9.65921 12.0224 10.1807 8.69429 7.87885 7.4273 7.13856 6.40069 5.75116 5.65846 5.65645 5.50672 7.12627 4.93973 3.76505 3.96633 7.37083 3.71978 3.43697 7.48784
threshold=0.10113500000000002 0.080120000000000011 -0.42985499999999993 0.083670000000000008 0.39574000000000004 -0.15796999999999997 0.11843500000000001 -0.016839999999999997 -1.0000000180025095e-35 0.079360000000000014 -0.48072499999999996 -0.11171999999999999 0.048695000000000009 -0.061639999999999993 0.083205000000000015 0.10943500000000002 0.0057500000000000008 -1.0000000180025095e-35 0.081005000000000008 -0.082804999999999976 0.10976000000000001 0.083995000000000014 -0.075429999999999983 0.11904500000000003 -0.10023999999999998 0.089910000000000004 -1.0000000180025095e-35 0.086825000000000013 -0.072649999999999978 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 5 18 15 -1 20 10 -9 -12 13 -13 -15 23 -16 -10 27 -17 -5 24 -23 -4 25 -7 -27 -3 -19 -30
right_child=2 4 3 8 -6 21 -8 9 17 -11 11 12 -14 14 16 19 -18 28 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0047530559640917057 -0.0028193722444351168 0.001839935431080406 0.0034157207227836785 0.00030606385786650984 0.0044915384148681544 -0.0028673522975875844 -0.0010829330003266167 -0.0024596847883857709 -0.0029644244370125366 -0.0031837354228588148 0.0038890012095766577 0.0028887577186358904 0.0026746642929593597 -0.0019805135393217077 -0.0012756086404267738 0.0038491154163812543 0.0034940168216314243 0.0025746386604015036 -0.003004777443485887 -0.0001319256544016269 0.0035732546104582123 0.0023236282924308494 -0.0023747908315978447 0.00066715660132222793 -0.0026764811236742584 -0.0024699748158839956 0.0030982231082060125 -0.0018327674002769072 -0.0018901246055813238 0.0030668545235913599
leaf_weight=3.7194511964917174 8.2065271660685521 8.2136959582567197 109.237419962883 5.8813418745994559 2.5325859412550917 4.9858652800321561 4.7862498238682738 7.1608718186616889 5.7368736341595641 5.3519879952073088 7.1483530402183524 4.4754737243056324 8.9625176191329938 18.435144983232025 4.3590354174375516 3.4914492666721344 4.135984867811203 3.4055204242467871 3.1303855255246154 7.8301455080509168 9.1747145205736143 3.65919129550457 5.4133305698633176 4.6089463382959357 145.54460250586271 3.3252280056476593 3.1132161021232605 2.4130742251873007 7.0956695750355738 2.9047620519995689
leaf_count=17 115 49 530 27 11 65 34 69 58 47 32 24 46 171 33 16 20 27 31 46 45 34 72 20 2119 32 23 28 53 16
internal_value=0 -0.00151983 0.00221703 0.00246882 -0.00216148 -0.00225519 0.00295044 0.000315393 0.000638673 4.04329e-05 0.000356024 0.00078036 0.000229884 -0.000467805 -0.00102563 0.00310467 0.00104659 -0.000665615 9.33299e-05 0.00109578 0.00229699 -0.00244978 -0.000479792 0.00330445 -0.00256364 -0.00112602 0.000222446 0.00100596 0.000318125 -0.000450302
internal_weight=0 246.08 172.36 164.153 182.331 179.799 129.954 63.7488 34.1989 60.0294 54.6774 47.5165 40.3682 31.4056 26.9302 125.168 8.49502 19.1428 13.7572 11.3216 15.0561 166.041 9.07252 113.846 156.969 11.4243 6.43844 10.6268 13.406 10.0004
internal_count=3910 2923 987 872 2464 2453 646 459 226 442 395 326 294 248 224 612 53 154 108 62 72 2345 106 550 2239 120 55 77 96 69
is_linear=0
shrinkage=0.00260065


Tree=15
num_leaves=31
num_cat=0
split_feature=1 12 12 1 4 4 0 9 47 15 4 15 0 1 47 2 4 13 15 2 51 1 0 457 457 151 48 41 160 12
split_gain=179.866 38.4191 29.4487 23.465 16.7844 14.4664 11.7425 9.82124 9.26274 7.94702 8.25569 9.91181 11.0566 10.5969 7.89016 7.27093 11.308 6.71095 6.41855 6.29887 5.54717 4.58301 4.48017 4.14398 4.84939 4.33226 3.90965 3.47443 5.63857 2.35333
threshold=0.10113500000000002 0.080120000000000011 0.085090000000000013 0.13026000000000001 0.22584000000000001 0.39574000000000004 -0.060094999999999989 -0.016839999999999997 0.084155000000000021 0.079360000000000014 -0.48072499999999996 -0.008624999999999999 1.0000000180025095e-35 0.085110000000000005 0.078660000000000022 0.10742000000000002 -0.49837999999999999 -0.0024749999999999993 0.14395500000000003 0.091025000000000009 -0.016859999999999997 0.088385000000000005 0.12007500000000002 0.083995000000000014 0.092565000000000022 -0.090064999999999992 0.10417000000000001 0.081670000000000006 -1.0000000180025095e-35 -0.041094999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 -4 6 23 -1 18 10 -9 12 13 -12 19 16 -8 26 29 -15 -13 -22 -18 -3 25 -25 -10 28 -6 -2
right_child=2 5 3 -5 27 -7 15 9 17 -11 11 20 -14 14 -16 -17 22 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0041115388156438013 0.0033361268941508246 -0.0023465728757298718 -0.0022717979183522765 0.0029035775108215002 -0.00031800610010537247 0.0037706339442326433 -0.002223794245336285 -0.0021697650228266092 0.00079673322597045024 -0.0028634348714104245 -0.0025059339932602446 0.003905663017331426 0.004140775465399679 -0.00024160538059095842 -0.0025040993622396637 -0.0019138466888105673 0.0047775564778580375 -0.00055247307615088122 0.00021782557002455411 0.0030011659445653726 0.0024569319279315652 -0.00095682330375835276 0.00095485341497041575 -0.0017389230283396718 -0.0026127212768875113 0.0028449899613687 0.0033604360203861781 -0.00067119958445324571 0.0033366729267369629 0.0025629739348638791
leaf_weight=3.5541567206382743 52.550737947225571 138.47138230875134 18.645517751574516 13.955776683986185 3.9173561856150618 2.4897892028093329 3.9134184643626213 6.7172694206237784 6.2877149581909197 4.9287960305809966 10.387346684932714 6.4154989123344413 3.1033702045679084 6.7894333750009555 3.7916974350810042 8.607660021632908 3.4316878989338893 8.2335751131176931 4.9367071017622939 6.8152342438697815 5.2901260554790479 3.8639367073774338 3.5329888314008713 1.9991720244288442 3.9607488960027695 2.8248791545629484 7.2974174916744232 4.1525553315877906 6.1760792285203925 38.901200242340565
leaf_count=17 267 2153 213 76 23 11 38 69 29 47 121 29 14 44 28 115 23 61 28 32 29 29 19 25 56 24 36 21 31 202
internal_value=0 -0.00134402 0.0019134 0.000314585 -0.000783917 -0.00193073 -0.00201586 0.000266327 0.00254703 3.11142e-05 0.000299416 0.00065644 -0.000125009 -0.000601486 0.000535658 -0.000277526 0.00101727 0.00114504 0.00286438 0.00138286 0.00220669 0.00101598 0.0028384 -0.00224589 -0.000658864 0.000945335 0.00217386 0.00116346 0.00191826 0.00300725
internal_weight=0 230.889 165.055 46.8473 32.8915 169.232 166.742 61.6569 118.207 58.1027 53.1739 46.4566 30.8871 27.7837 17.3964 19.4858 10.8781 21.8187 96.3886 13.6047 15.5696 9.15406 6.96468 147.256 8.7848 4.82405 13.5851 14.246 10.0934 91.4519
internal_count=3910 2923 987 364 288 2464 2453 459 623 442 395 326 239 225 104 195 80 126 497 76 87 58 42 2258 105 49 65 75 54 469
is_linear=0
shrinkage=0.00238286


Tree=16
num_leaves=31
num_cat=0
split_feature=1 12 52 52 158 47 13 1 13 123 3 15 1 4 39 13 147 15 4 50 133 457 4 12 16 43 14 13 11 49
split_gain=215.853 42.2929 35.955 22.6666 16.4432 12.2852 11.7398 8.91095 8.96268 8.69062 8.32026 8.3152 8.28524 8.26814 9.7778 8.16116 6.95407 6.87278 10.248 6.22484 6.40003 5.89921 4.93302 4.79806 4.63694 5.09087 3.35479 4.64152 4.1164 3.35073
threshold=0.099115000000000023 0.080120000000000011 -0.27466499999999994 0.26391000000000003 0.11174500000000002 0.083670000000000008 -0.10023999999999998 0.085990000000000011 -0.00059999999999999995 0.08128500000000001 -0.12008499999999998 -0.038029999999999987 0.13501500000000002 -0.045299999999999993 0.084600000000000022 -0.067699999999999996 0.085900000000000018 0.079360000000000014 -0.48072499999999996 0.041865000000000006 -0.0056849999999999991 0.082870000000000013 -0.081189999999999984 1.0000000180025095e-35 -0.53257999999999994 -0.066289999999999988 0.076450000000000004 0.15641500000000003 0.080455000000000013 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 13 19 11 -9 12 26 -1 24 14 15 -4 21 18 -13 20 -3 -10 -20 -5 -7 -26 27 28 -8 -12
right_child=2 6 3 23 -6 9 10 8 16 -11 29 17 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024462060234543954 -0.0020461621388496057 -0.0020596034939801937 0.0027279548589113651 0.001125633851194385 -0.0018454631051964742 0.0015697697509271026 0.0027057204669605215 0.0029619864889540485 -0.0014973219371271882 0.0033047918149611689 -0.0006883485019657606 -0.0020205915684561506 0.0036390765159810073 0.0034108169338546712 0.00373624068444838 -0.0019456098276449403 0.0034575630039614764 -0.0029808111775285972 0.0045102276587283621 -0.0029167273702823474 0.0015904384556238798 0.0018267027680048651 0.00090727821126187645 -0.0022914435873561856 0.0010940591167787504 -0.0027187919303411378 -0.0028212329735825712 -0.0027805345019399842 -0.00118685805483642 -0.0025997364219799081
leaf_weight=10.853902511298658 12.278289809823034 4.3225978389382371 3.9280499666929254 4.1284032613038999 4.9682516679167739 4.5367622971534756 4.7256397008895856 11.900482110679151 11.336926542222505 9.1518424451351148 6.0793597772717467 4.523959361016753 3.7659043297171584 107.92702539265156 7.357799917459487 6.0095960795879373 3.4147394225001326 3.1889898702502242 4.4942968785762805 4.3397819325327864 10.406204767525196 4.8448383659124366 5.2241454124450648 7.1141012609004974 3.280116483569147 6.9292173758149147 2.8005338162183753 2.3511351719498634 2.7219649404287338 142.58739019930363
leaf_count=117 152 44 19 24 39 26 26 56 98 42 80 39 18 511 34 37 16 31 20 49 71 24 32 65 20 48 33 29 26 2084
internal_value=0 -0.00152436 0.00211995 0.00242246 0.00266882 0.00281551 -0.00213363 0.000313523 0.00123602 0.00129485 -0.00235485 -0.000713716 0.00030119 0.00315146 0.00153299 -9.82915e-05 0.000187877 0.000365043 0.00111421 -0.000262755 0.000519227 -0.000502105 0.00257346 -0.00103665 -0.00055125 -0.00149378 -0.000387538 0.000308025 0.00128305 -0.00252157
internal_weight=0 240.117 181.375 169.097 157.855 152.886 180.335 59.7823 31.497 27.6638 161.266 28.2853 18.512 125.222 17.2954 9.93765 19.5965 17.4314 14.2424 19.0686 14.7288 16.1818 9.71844 11.2425 14.7461 10.2093 12.5993 9.79874 7.4476 148.667
internal_count=3910 2875 1035 883 794 755 2442 433 194 154 2278 239 112 601 90 56 138 122 91 164 115 122 52 89 94 68 114 81 52 2164
is_linear=0
shrinkage=0.0025214


Tree=17
num_leaves=31
num_cat=0
split_feature=1 12 12 4 2 13 4 48 13 3 49 14 43 16 475 3 50 133 0 12 1 42 47 43 0 0 38 133 47 4
split_gain=164.5 34.5973 28.1549 22.2132 15.5237 12.3808 12.307 12.8726 11.1065 8.05215 8.71761 7.79351 7.83572 7.63716 7.36406 6.86389 5.75452 5.78217 7.77147 5.10455 4.81856 4.41656 4.02325 3.81321 5.65744 3.77467 3.42829 3.05765 2.81212 5.53297
threshold=0.099115000000000023 0.080120000000000011 0.085845000000000019 0.22584000000000001 0.12918000000000002 -1.0000000180025095e-35 -0.16401499999999997 0.11930500000000001 -0.10023999999999998 -0.097604999999999983 -0.081274999999999986 0.077685000000000018 -0.066289999999999988 0.15100500000000003 -0.029109999999999997 -0.100615 0.041865000000000006 -0.087584999999999982 -0.13506999999999997 0.098355000000000012 0.086245000000000002 -1.0000000180025095e-35 0.09585500000000001 -0.033174999999999989 -0.060094999999999989 -0.053834999999999994 0.10657000000000001 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 26 -7 22 16 10 -10 12 20 14 -14 -16 17 -3 -19 -5 25 -12 -8 24 -23 -1 -2 -17 29 -29
right_child=2 8 3 19 -6 6 7 -9 9 -11 21 -13 13 -15 15 27 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0016057399412981478 0.0033586846132031955 -0.0024984152419717486 -0.002324684873987121 0.00013003688482311117 0.003116153067540926 -0.0022646552602396085 0.0029443163668463833 -0.0015841054519350386 0.0032362536585193121 -0.0025737324523811039 -0.0027701329669402959 -0.003193560255239231 0.0032659528720436117 -0.0026898472762195451 0.0033059096347659083 -0.0028731970156219691 -0.0029458270649305772 -0.0022273224714034674 0.0027279682800124536 0.0028413197438119943 0.0032130525315137628 -0.0015273473873822826 -7.0822353989730399e-05 -0.0018986541500682576 0.0044845138615238278 0.0019522968855240105 0.0012233792560556122 -0.00087912020718001322 -0.0030625024045360556 0.0025836660057922513
leaf_weight=3.3263913840055466 71.906244590878487 3.1260196529328832 20.715576611459259 6.337312392890456 4.1566438898444167 5.0916151553392401 28.305018309503797 5.63081420212984 2.9775660932064083 120.41426923125982 9.0070469267666375 4.0038126781582823 4.9003851786255863 6.4838624373078337 3.2046488896012333 3.6395343542099097 3.887152735143899 2.8062873147428045 8.1794213913381082 16.57221120595932 9.199798256158827 2.0021645501255989 3.2579062655568114 4.2050784453749621 2.1357050687074661 4.8217728883028048 5.3319312036037436 10.617639765143389 2.0987621918320647 4.2719139084219924
leaf_count=37 376 37 239 33 22 44 149 37 22 2031 141 34 23 75 15 47 49 29 49 86 44 28 24 42 14 26 25 85 20 27
internal_value=0 -0.00146334 0.00193298 0.00026593 -0.00141541 0.00259941 0.00148178 0.00199465 -0.00207818 -0.00232122 -0.000825429 0.000262015 0.000525223 -0.000171039 0.000397355 -0.000192479 -0.000177693 0.000584804 0.00146214 0.00209132 0.00193865 -0.00152249 0.0026331 -0.000175524 0.00157559 0.000499771 0.00321128 -0.000735973 -0.0002781 0.000114377
internal_weight=0 215.309 167.305 47.7817 24.8722 119.524 42.2854 37.1937 158.741 140.742 20.3276 56.5685 52.5647 35.2167 28.7329 23.8325 17.9989 14.1117 10.9857 22.9095 17.348 17.35 31.5629 8.34295 4.13787 8.14816 77.2382 20.6279 16.9883 14.8896
internal_count=3910 2875 1035 380 261 655 254 210 2442 2278 247 433 399 292 217 194 164 115 78 119 107 225 173 84 42 63 401 179 132 112
is_linear=0
shrinkage=0.0025694


Tree=18
num_leaves=31
num_cat=0
split_feature=1 12 52 52 51 13 39 48 3 50 51 14 50 160 3 49 133 123 52 4 13 15 3 133 2 4 42 12 43 0
split_gain=167.204 35.0406 28.9743 17.3251 15.5179 11.4586 9.92752 14.6621 10.8422 9.62848 7.71678 8.45549 8.51716 7.85999 7.64006 7.56371 7.27933 7.64395 6.28259 5.98392 7.40413 6.42916 5.59814 6.93624 5.04225 4.28948 4.07957 3.62692 3.00711 4.59485
threshold=0.099115000000000023 0.080120000000000011 -0.42985499999999993 0.26391000000000003 -0.40274499999999996 -0.10023999999999998 0.005105000000000001 0.11930500000000001 0.15165000000000003 0.096405000000000005 -0.10145999999999998 0.077685000000000018 0.096815000000000012 -0.046074999999999991 -0.097604999999999983 -0.081274999999999986 -0.0023199999999999996 1.0000000180025095e-35 0.071660000000000015 0.27608500000000008 -0.057284999999999996 0.024640000000000006 -0.14818499999999998 -0.0056849999999999991 0.090310000000000015 0.0057500000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.033174999999999989 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -4 22 7 9 -9 19 -1 12 13 -12 15 -7 -15 18 25 20 -6 24 -3 -24 -22 -18 -17 -5 29 -28
right_child=2 5 3 27 6 14 -8 8 -10 -11 11 -13 -14 16 -16 26 17 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.002318613618240155 -0.002825312297177229 -0.0029249989065375987 -0.0020609480712665668 0.00090334666779612316 0.0030967789956608729 0.002816456996639659 0.0034615401918993574 -0.0023032935944479012 0.0032939197751178069 -0.0010260896826407323 0.0032294015209571088 -0.0033012471572273876 -0.0032997605257895366 -0.0022778208190973128 -0.0026318141534824517 -0.0028288765336739359 -0.0016529815876675001 0.0033352497610585918 0.0028550714507883227 0.003421051003144025 -0.00092812080509007701 -0.0025490101099574516 -0.0020789057383627449 0.0018823750396431546 0.0030184313036477994 0.0012910714089496961 -0.0016126523640027589 -0.0022406237512434877 -0.001880629316424538 0.0037789599360002302
leaf_weight=6.9107648208737364 8.1614097505807859 3.9313090890646007 5.0169194638729087 4.1971539407968503 15.054734237492086 3.1948829069733646 59.671114727854729 8.2498506009578687 3.3660262525081626 4.9855560958385459 10.443411417305468 3.4854411184787741 3.0502783358097068 5.0902222320437422 120.36771320551634 8.893315408378843 9.4237020388245636 7.8548498004674903 4.876653164625167 39.374039493501186 3.5764369368553144 3.6814513280987731 4.477772220969201 9.5993992649018729 5.9679034501314163 5.3647981137037268 2.0677179358899593 6.3990118987858295 4.1859732642769778 2.313563659787178
leaf_count=85 127 49 50 24 78 22 308 55 17 33 55 29 26 59 2031 141 77 38 25 203 23 23 57 58 29 39 28 65 42 14
internal_value=0 -0.00149463 0.00200482 0.00225191 0.00248292 -0.00212629 0.00264131 0.00206041 -0.000681344 0.00249885 0.000283303 0.000645906 0.00094431 0.001245 -0.0023784 -0.000901638 0.00060949 0.00114354 0.000268105 0.0027586 0.0018363 0.00040151 -0.000152055 0.000622341 0.00153959 -0.000584973 -0.00158196 -0.000995293 -0.000287596 0.00123442
internal_weight=0 215.532 167.702 159.54 148.944 159.032 143.927 84.256 11.6159 72.6401 56.5001 49.5894 46.1039 43.0536 141.023 20.6555 32.6102 27.52 19.6652 67.6546 28.2805 13.2258 18.0085 14.0772 9.54434 14.7885 17.4606 10.5962 8.56725 4.38128
internal_count=3910 2875 1035 908 819 2442 769 461 72 389 433 348 319 293 2278 247 238 179 141 356 153 75 164 115 52 116 225 89 84 42
is_linear=0
shrinkage=0.00262826


Tree=19
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 13 123 15 1 1 52 484 16 0 1 3 42 16 2 48 4 50 133 0 48 156 48 43 160 0
split_gain=171.878 35.7263 29.215 17.9483 11.5371 11.1421 9.00279 8.5367 8.94281 8.28427 7.88037 8.2238 8.08772 10.1506 11.5336 7.64408 7.45688 6.06984 5.82287 6.66549 8.74281 5.46505 5.21857 5.20907 4.2016 3.86294 3.80917 3.16034 4.91815 2.25575
threshold=0.099115000000000023 0.080120000000000011 -0.42985499999999993 0.081905000000000019 0.11843500000000001 -0.10023999999999998 0.08128500000000001 0.085950000000000013 0.11026000000000001 0.14000500000000002 0.17829500000000004 -0.0043499999999999988 0.15100500000000003 -0.072559999999999986 1.0000000180025095e-35 -0.097604999999999983 -1.0000000180025095e-35 -0.53943499999999989 1.0000000180025095e-35 0.086285000000000014 0.0057500000000000008 0.041865000000000006 -0.0056849999999999991 0.18055000000000002 0.11904500000000003 0.084090000000000012 0.085090000000000013 -0.074254999999999988 -1.0000000180025095e-35 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 21 9 24 -9 17 11 -1 13 14 -13 16 -7 -5 -16 25 -21 22 -3 -14 -4 -20 -18 28 -19 -24
right_child=2 5 3 6 -6 15 -8 8 -10 -11 -12 12 23 -15 18 -17 26 27 19 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002394863674123469 -0.0028002525628377027 -0.0019927042796472989 0.0032189161869438146 0.0020932967617118829 -0.0012310045988677013 -0.0026133554047074875 0.0028219708143459375 -0.0031655129635823676 0.0020308667140792407 0.0031834074017228239 -0.0028595993813242539 -0.0025503423617298593 -0.002708849220721999 0.003624211901479108 -0.001374066136872607 -0.0026138680247336293 -0.00044306578847229605 -0.0023504984471378765 0.0044827017824010593 -0.003087885068318997 0.0030621957809467775 -0.0029680062540696915 -7.4881265810607022e-05 0.001969674205074426 0.00065157157218321898 0.0013779763013286746 0.0028868585836183953 -0.0023816704119506062 0.0021881495500334965 0.0024279246529580537
leaf_weight=5.6288620047271243 8.1469678059220296 4.0332845747470865 103.6385947316885 3.8552284985780743 4.8421252742409697 9.4841764383018035 9.0316961929202062 2.8895202353596678 10.155788257718084 4.0972918570041648 4.9534235298633567 6.0978260412812224 5.8841077312827093 10.501000992953779 3.9137127846479443 121.78148766607046 8.1045044772326928 3.2454204559326172 7.1991717740893382 3.1533493250608435 3.1268000602722168 3.8472123406827441 3.8958519250154495 2.2286607027053833 4.5184886157512656 4.3768353909254074 3.2766993306577197 10.861241165548563 3.2412513718009039 6.5722907185554504
leaf_count=52 127 44 537 22 35 144 46 25 54 23 42 73 67 49 39 2031 76 33 37 26 14 49 34 10 20 24 27 89 24 37
internal_value=0 -0.00149021 0.00201425 0.00225882 0.00271385 -0.00211825 0.000588276 0.00287145 0.000879875 -0.000209104 0.000281696 0.000580296 0.000940586 0.00144048 0.00061761 -0.00236414 -0.000906621 -0.000864672 0.00150497 0.00213599 -2.58443e-05 -0.000206576 0.000526028 -0.00142361 0.00311166 0.00330882 0.000515634 -0.00152202 -8.2633e-05 0.00149647
internal_weight=0 218.059 168.524 160.377 126.045 160.996 34.3321 121.202 13.0453 25.3004 57.0638 52.1103 46.4815 38.3687 27.8677 142.647 20.8654 21.2031 21.7699 17.8562 6.28015 18.3486 14.5014 8.11277 108.157 11.576 11.3812 17.3479 6.48667 10.4681
internal_count=3910 2875 1035 908 671 2442 237 636 79 191 433 391 339 262 213 2278 247 168 140 101 40 164 115 77 557 61 103 146 57 71
is_linear=0
shrinkage=0.00260619


Tree=20
num_leaves=31
num_cat=0
split_feature=1 12 52 52 50 133 13 1 1456 15 151 4 13 4 15 4 1375 0 3 133 4 0 12 1 147 4 4 4 12 49
split_gain=210.918 42.1828 36.7199 22.0667 15.001 12.8502 12.5499 8.91018 8.74841 7.72048 7.6185 7.47781 6.89726 6.79894 6.64713 9.98932 6.00568 5.6599 5.63662 6.90299 4.74154 7.31534 5.57096 11.2937 4.45449 4.76902 4.70952 4.34926 3.99724 3.48218
threshold=0.099115000000000023 0.080120000000000011 -0.37613999999999997 0.26391000000000003 -0.40676499999999999 -0.40071499999999999 -0.10023999999999998 0.085990000000000011 0.068470000000000017 -0.038029999999999987 -0.29526499999999994 -0.15796999999999997 -0.00059999999999999995 -0.15333499999999997 0.079360000000000014 -0.48072499999999996 0.079730000000000009 0.11015500000000002 -0.14818499999999998 -0.087584999999999982 0.27223000000000003 -0.18087499999999998 0.10058500000000002 0.12263000000000002 0.085900000000000018 -0.0010999999999999996 0.0057500000000000008 -0.081189999999999984 1.0000000180025095e-35 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 -4 -6 18 9 10 -1 -7 17 -9 -14 15 -11 20 -8 -3 -20 21 -12 -23 -24 25 -15 -27 -17 -5 -13
right_child=2 6 3 28 5 8 11 12 -10 14 16 29 13 24 -16 27 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0030637382729671479 -0.0027643652243209988 -0.0035837092772975495 -0.0038230381600210914 0.0011426829619013497 -0.0031105422112750218 -0.00058515513271067987 0.0026962117715039154 0.0035818534981217282 -0.00086880729292794013 -0.0025916774828464804 -0.0008026507342691518 -0.00092954418124366073 -0.0036816845638178827 0.0030849029357199282 -0.0037759359341891317 0.0055241691671434317 -0.00027242778387466239 -0.0025485162044976933 -0.0029308587489129566 0.0020728595804553776 0.0045996089784184936 0.0041373590651960111 -0.0032730417033889781 0.0040981505593487687 0.0047131197276142883 -0.0037785943772190413 0.0012664170341894784 0.0012027992817282541 -0.0028235129896765905 -0.0032757764805775376
leaf_weight=10.352995112538339 11.736841417849062 4.0105763524770763 2.899669535458087 4.3678531572222692 2.9279439374804488 3.9318163096904746 4.0660964995622617 11.959066554903986 4.2147610485553733 4.478022642433646 4.0269776731729499 6.9154233485460272 3.4016003683209446 4.5645737200975436 3.1615451946854582 4.5751547217369097 3.3956504836678496 4.5331501215696335 3.9209163337945947 10.737728938460346 78.212119296193123 48.396354332566261 3.4033762514591199 5.9521026909351349 3.2550734281539908 3.5951011329889262 4.1556552201509476 5.1654300242662394 6.7190742492675781 139.89022853970528
leaf_count=117 149 49 31 24 22 23 30 56 26 39 19 84 36 28 31 20 21 44 51 64 369 234 24 28 15 33 26 32 65 2120
internal_value=0 -0.00189584 0.00275547 0.00314007 0.00345015 0.00358669 -0.00269353 0.000471119 0.0037161 -0.00085729 0.00384727 -0.0029939 0.00166219 0.000452117 0.000457046 0.00139826 0.00396881 -6.85815e-05 -0.000193184 0.000734458 0.00407169 0.00340334 0.00369662 0.00141663 0.00135521 0.00046768 -0.00107365 0.00323255 -0.00126097 -0.00316525
internal_weight=0 232.738 180.185 168.448 157.361 154.461 174.074 58.6642 151.533 27.7331 147.318 155.405 30.9311 18.972 17.3802 14.2186 143.387 8.59925 18.6692 14.6586 139.991 61.7788 57.7518 9.35548 15.5704 12.3153 7.75076 9.74058 11.0869 146.806
internal_count=3910 2875 1035 886 797 766 2442 433 744 239 718 2278 194 138 122 91 695 74 164 115 674 305 286 52 102 87 59 52 89 2204
is_linear=0
shrinkage=0.00322758


Tree=21
num_leaves=31
num_cat=0
split_feature=4 123 3 151 133 50 39 47 1348 16 52 454 1 12 132 3 3 151 4 47 16 16 2 2 160 48 1 3 11 3
split_gain=203.709 77.182 42.5594 33.507 25.7871 14.6684 14.2566 14.0837 7.84296 7.82101 6.10197 4.75878 4.68353 2.57212 15.831 5.58932 3.29189 2.19192 2.13312 1.83464 1.44331 2.47741 2.42994 2.13302 1.70784 3.65623 1.48546 0.962213 0.948563 1.69633
threshold=0.28937500000000005 1.0000000180025095e-35 0.24227500000000002 -0.27336999999999995 -0.0023199999999999996 0.11901000000000002 0.13419 0.11861000000000001 0.090050000000000005 -0.10486499999999999 0.14114500000000005 1.0000000180025095e-35 0.092730000000000021 0.080120000000000011 0.082150000000000015 -0.15121499999999996 0.097615000000000021 -0.090064999999999992 0.063160000000000008 0.096475000000000019 0.099280000000000021 -0.011964999999999998 -0.023524999999999997 0.090905000000000014 -1.0000000180025095e-35 0.09227500000000001 0.090175000000000019 0.086245000000000016 0.08184000000000001 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 8 19 11 -4 12 13 -6 14 15 -1 28 -17 -14 -5 21 24 -23 -24 -19 26 27 -26 29 -15
right_child=3 4 9 5 10 -7 -8 -9 -10 -11 -12 -13 18 16 -16 17 -18 20 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0004876494182306304 -0.0045619511614761249 -0.0034440960157164639 -0.0014655094061040439 0.0028523104383191816 -4.7123412598482618e-05 -0.0023162763553253832 0.001043976733655761 -0.0023677303501783175 0.00021547644944093676 0.0026963121449663017 -0.0013776243217579287 -0.00098617698284004574 0.0029873223393229748 -0.0028260838578628069 0.00091291568921283886 -0.0015340368807974759 -0.0014330399512343412 -0.0040792401279292484 0.00067264769738979951 0.0011945469186965983 -0.0038092132473032058 -0.0036908897342899176 -0.00019264996492049236 -0.0026107799907271884 -0.0034491821148865849 -0.0011366835778361952 -0.0042988801396548369 -0.0021058940328558544 -0.0036981378874684514 -0.0033044629853791183
leaf_weight=4.6075805425643912 4.8226084709167472 7.1575441360473624 3.8692813366651526 49.427821233868599 4.6383104622364106 4.1553276181220999 4.8081496953964225 3.4216745942831031 4.0477899909019461 8.6094857603311521 3.2857040762901297 5.7942536622285834 17.043407604098324 48.475557997822762 6.2420391738414756 4.2324365079402915 5.7426057606935492 14.176378116011618 2.7310101687908164 4.2893018722534171 25.278847441077232 4.1928882151842108 4.1986847668886167 4.4342626184225082 9.0481912642717415 4.8981260508298865 7.9547324031591407 4.8384860903024665 30.790754541754723 456.64692269265652
leaf_count=24 20 34 20 348 22 18 27 16 22 59 17 29 116 229 35 19 26 62 17 24 116 19 20 21 42 23 34 21 146 2284
internal_value=0 -0.0028566 -0.00304204 0.00160898 0.000670039 0.0020945 -0.00312738 0.00241527 -0.00315845 0.00140586 0.00173317 -0.00317973 0.00215185 -0.00319973 -0.00282868 -0.0030945 -0.00326419 -0.00323877 0.00266765 0.00271994 -0.00333008 -0.00310471 -0.00217228 -0.00143471 -0.00339699 -0.00303529 -0.00346107 -0.00298114 -0.00328381 -0.00325855
internal_weight=0 697.743 662.887 66.1167 34.856 61.2941 650.409 57.1388 645.601 12.4788 27.6984 641.553 24.4127 635.758 94.1027 87.8606 541.656 83.253 19.7744 53.7171 79.0206 53.7417 12.8258 8.63295 40.9159 26.7395 21.8414 13.8867 535.913 505.122
internal_count=3910 3484 3278 426 206 406 3199 388 3172 79 172 3150 155 3121 436 401 2685 377 133 372 358 242 60 41 182 120 97 63 2659 2513
is_linear=0
shrinkage=0.00243148


Tree=22
num_leaves=31
num_cat=0
split_feature=1 12 12 1 4 4 13 48 9 4 123 3 133 15 47 484 1 454 150 4 457 48 38 4 0 13 2 15 11 1429
split_gain=168.223 32.9649 29.3374 22.8053 13.2266 13.1564 12.5346 13.3788 9.71481 8.16205 6.56616 9.08013 8.48208 6.14474 7.09575 4.66613 4.59413 4.4557 4.25115 5.18345 4.19948 5.47744 3.74777 3.70977 3.38108 2.68791 2.9491 4.98494 2.67121 2.60171
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 0.22584000000000001 0.39574000000000004 -1.0000000180025095e-35 0.11930500000000001 -0.016839999999999997 -0.15796999999999997 1.0000000180025095e-35 -0.15121499999999996 -0.0023199999999999996 0.024640000000000006 0.096475000000000019 -1.0000000180025095e-35 0.081005000000000008 1.0000000180025095e-35 0.083205000000000015 0.004850000000000001 0.083995000000000014 0.083775000000000002 0.10657000000000001 0.5092350000000001 0.12500000000000003 -0.10023999999999998 0.089910000000000004 -1.0000000180025095e-35 0.087830000000000005 0.079110000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 -3 9 22 13 -1 15 11 -10 -12 14 -8 -4 24 18 29 -20 25 -22 -2 28 -17 26 -11 -28 -6 -13
right_child=1 3 5 -5 23 -7 7 -9 10 20 12 17 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0039982183069784205 0.0031344180072416183 -0.0025284550994280519 -0.0031400159882068782 0.0026690133624673418 0.00085225784174463139 0.0036882781380440316 0.0028439211724736371 -0.0016593524466597832 0.0016491143099097334 -0.0028511642143509634 -0.0029838389911748002 -0.0023991006726579618 0.0020569802682470031 -0.0010092525833242584 -0.0010776835279315243 0.0029843982840557317 -0.002981361140995059 0.0014399427885956151 -0.0017006496332695382 0.0024733819809409749 -0.0024453912374762885 0.0013385600571683177 0.00088686938837412017 0.002730130418417044 -0.00015620254538360628 -0.0026590200099428393 -0.0024995040206754527 0.0016868485415564259 -0.0017918606576997533 -0.00024297429620052526
leaf_weight=3.261603206396102 64.831402942538261 21.323107317090034 3.4745092764496794 13.175789192318915 6.4546242505311948 2.3926795423030844 24.509999379515655 8.4843865782022458 7.4098123908042899 5.578573063015936 2.706917628645896 25.929922044277195 10.887051805853842 4.0094857886433592 3.4138226732611647 3.5219414830207807 2.3440569415688506 3.272762455046176 4.7672838345170003 3.2489781603217125 6.044679291546343 4.2181041836738586 5.205145835876464 3.9629217833280554 6.0511677414178848 159.28237078338861 3.6772986128926277 3.7118874043226242 4.030936174094677 4.22702632844448
leaf_count=17 366 213 28 76 33 11 136 51 34 65 27 229 54 23 22 19 21 18 33 16 71 35 25 21 40 2119 32 23 21 31
internal_value=0 0.00154374 -0.00176698 -0.000197166 -0.00125287 -0.00225172 0.00231521 0.00118513 -0.000289399 -0.00232354 -0.000513331 -0.000949219 0.00105322 0.00194089 0.00236449 -0.000541385 0.000216258 -0.00141376 -0.00165842 -8.9213e-06 -0.00247383 -0.00089015 0.00296738 0.000629645 0.000999223 -0.00256819 -0.00145248 -0.00039653 -0.000164214 -0.00209688
internal_weight=0 159.402 266.009 48.9474 35.7716 200.297 110.454 40.4177 65.7114 197.905 62.4498 48.8558 13.594 31.9333 27.9238 15.3917 11.9172 41.446 38.1732 8.01626 182.513 10.2628 70.0365 14.4485 9.57311 172.25 12.9678 7.38919 10.4856 30.1569
internal_count=3910 987 2923 364 288 2464 623 232 459 2453 442 361 81 181 158 108 80 327 309 49 2345 106 391 75 59 2239 120 55 54 260
is_linear=0
shrinkage=0.00254841


Tree=23
num_leaves=31
num_cat=0
split_feature=4 123 3 151 133 50 47 39 16 1348 52 3 12 454 1186 1 47 376 484 13 0 457 48 15 132 12 1374 1 4 0
split_gain=171.284 64.2657 34.0076 30.7357 23.2065 14.2649 13.383 11.9426 7.76354 6.90839 5.75858 5.26899 4.28952 3.87741 2.32133 8.32629 1.9864 1.88712 1.67211 1.92556 3.39036 1.7245 4.94371 4.09535 1.43235 6.42048 1.22833 1.21691 1.24646 1.08307
threshold=0.28937500000000005 1.0000000180025095e-35 0.24227500000000002 -0.27336999999999995 -0.0023199999999999996 0.11901000000000002 0.11861000000000001 0.13419 -0.10486499999999999 0.090050000000000005 0.14114500000000005 -0.5217799999999998 -0.095029999999999989 1.0000000180025095e-35 0.081240000000000021 1.0000000180025095e-35 0.096475000000000019 0.08672500000000001 -1.0000000180025095e-35 -0.094679999999999986 -0.084304999999999977 0.081330000000000013 0.08346000000000002 -0.09547499999999999 0.080815000000000012 0.084645000000000012 0.09309000000000002 0.090475000000000014 0.053925000000000008 0.14676000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 6 16 9 -4 11 12 -1 -6 14 18 -16 -5 -14 -13 20 27 24 -23 -24 26 -26 29 28 -20 -21
right_child=3 4 8 5 10 -7 -8 -9 -10 -11 -12 13 17 -15 15 -17 -18 -19 19 21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00022753776864378741 -0.004371367958210564 -0.0033616871179118265 -0.0016588892626286133 0.0027180251458961656 -0.00051202858270175337 -0.0023445484820504379 -0.0023487056038928528 0.00082987683308877462 0.0025267101811079942 0.00016352879579165826 -0.0014366926224126417 -0.0033538212059701731 0.0028887120587506878 -0.0010384940597069226 -0.003095765022419537 0.00076403442921352792 0.00097758899039658521 0.0012261109663680484 -0.0033612960154627033 -0.0031280933272319557 -0.0013204716333974809 -0.0033961037728204996 -0.0028990307315513979 0.0001917568349563339 0.00051905171447724958 -0.0029832026856958555 -0.0041953143089319073 -0.0017710729572572401 -0.0022535559735006342 -0.0042472496154839102
leaf_weight=2.7986482977867118 4.7877175509929648 6.8955654948949805 3.7391043081879616 44.768875598907471 3.3243213966488865 4.1307103335857382 3.3542074859142295 4.6230558305978766 7.7069737613201124 3.859431415796279 3.1851063445210448 113.83924053609371 13.781762398779398 5.393719755113124 14.187937438488008 4.090692199766635 4.0638285726308814 5.3976347148418418 22.787052407860759 356.87546472251415 9.7694423422217351 13.341629832983019 4.3579699099063873 5.5213691592216474 3.2747464701533309 32.368350744247437 6.4198240488767615 4.644135817885398 7.7283199727535239 4.9813543856143943
leaf_count=15 20 34 20 348 19 18 16 27 59 22 17 583 102 28 74 24 24 34 114 1852 46 67 20 27 20 168 30 22 37 23
internal_value=0 -0.00274354 -0.00291176 0.00142646 0.000520824 0.00191935 0.00225684 -0.00298682 0.0011594 -0.00301545 0.00156299 -0.00303548 0.00198756 -0.00305047 -0.00306843 -0.00223196 0.00257319 0.00242081 -0.00309452 -0.00303199 -0.00256262 -0.00308136 -0.00244971 -0.00117165 -0.00311768 -0.00266143 -0.00316184 -0.00290776 -0.00308075 -0.0031435
internal_weight=0 664.893 632.308 61.1053 32.5844 56.3176 52.1869 620.862 11.4461 616.239 25.6888 612.38 22.5037 609.581 604.188 18.2786 48.8327 19.1794 585.909 472.07 44.929 427.141 23.221 9.87934 403.92 35.6431 368.277 35.1595 30.5154 361.857
internal_count=3910 3484 3278 426 206 406 388 3199 79 3172 172 3150 155 3135 3107 98 372 136 3009 2426 219 2207 114 47 2093 188 1905 173 151 1875
is_linear=0
shrinkage=0.00238356


Tree=24
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 4 48 4 9 3 3 123 133 15 47 11 124 147 3 0 4 14 12 16 16 2 160 2 16 1429
split_gain=169.354 37.9561 25.0007 22.4798 15.2808 13.187 12.8886 11.5663 9.52514 6.86657 6.84777 8.77751 7.96273 6.28185 8.02279 4.61973 4.30561 3.94281 3.72941 4.52189 5.1583 3.00209 2.4344 2.77132 4.83057 2.37398 3.81902 2.28882 2.21039 2.10476
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.28937500000000005 0.11930500000000001 0.39574000000000004 -0.016839999999999997 0.097615000000000021 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.024640000000000006 0.096475000000000019 0.088315000000000018 -0.088569999999999996 0.085900000000000018 -0.097604999999999983 -0.060094999999999989 -0.48072499999999996 -0.23083499999999998 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 0.089910000000000004 0.062030000000000009 0.13606000000000004 -0.16268499999999997 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=2 4 8 5 16 28 13 9 -1 18 -10 17 -13 14 21 -7 -2 22 19 29 -21 -6 -12 24 25 -24 -27 -5 -3 -4
right_child=1 3 7 27 6 15 -8 -9 10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0039991815700853601 0.00099500999232024056 -0.00097452545673067017 -0.0028121388937106845 0.0012795205924556931 0.0012143484888532763 0.0030473729533305534 -0.00194476282322908 0.0035065956877560795 0.0015170547738623194 0.00023919518724991728 -0.003160922594703621 -0.0032334586658227921 0.0017723157769777426 -0.0013373589413325632 -0.0014794210707970358 -0.00064977691334227607 0.0032731910137135003 0.00074585032809644178 -0.0028684402672427751 -0.0027422763542944177 0.00090492390083530096 0.0033941598625580297 -0.0025443850336336394 -0.0031834558688631728 0.0013899350384985584 -0.0027773883793959361 0.0011862917002788435 0.0035605380027026743 -0.0029180627527037356 3.2444678054522296e-05
leaf_weight=3.0367991477251044 6.8745104223489752 5.324521303176879 23.428805850446228 6.1534355431795102 6.4443370401859381 4.6548581719398481 9.0710069015622121 2.3000952452421179 7.5046477168798438 6.0099326074123374 11.113034702837465 3.0319091379642478 10.694009095430372 4.2697935327887526 3.7676063627004615 5.4583482891321182 59.895231693983078 4.0629917383193961 190.08241034299135 4.7946616411209106 7.2283360138535482 17.317247748374939 12.150929734110834 6.9708038568496695 4.2917104065418306 3.2572611197829238 4.058332771062851 6.9784835577011108 23.764483340084556 2.1075036078691474
leaf_count=17 36 27 228 36 35 24 51 11 35 25 90 27 53 23 22 28 355 25 2111 36 40 101 84 63 25 20 20 40 209 13
internal_value=0 0.00130891 -0.00215257 -0.000595714 0.00223493 -0.00162993 0.000921901 -0.00257748 -0.000723828 -0.00263737 -0.000937468 -0.00124637 0.000666594 0.00173965 0.00221689 0.00105193 0.00303863 -0.00181836 -0.00271332 -0.00192825 -0.000549546 0.00280298 -0.00206736 -0.00167187 -0.00122836 -0.00180561 -0.000578533 0.00249168 -0.00256231 -0.00257738
internal_weight=0 159.974 306.124 52.3341 107.64 39.2022 40.87 235.952 70.1724 233.652 67.1356 59.631 13.7259 31.799 27.5292 10.1132 66.7697 45.9051 227.642 37.5593 12.023 23.7616 41.8421 30.729 23.7582 19.4665 7.31559 13.1319 29.089 25.5363
internal_count=3910 987 2923 364 623 288 232 2464 459 2453 442 407 80 181 158 52 391 327 2428 317 76 136 302 212 149 124 40 76 236 241
is_linear=0
shrinkage=0.00272645


Tree=25
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 48 4 4 9 0 51 3 123 133 42 38 51 11 16 4 454 150 49 43 457 48 2 16 1429 16
split_gain=148.187 33.8532 22.8658 20.0927 14.4187 11.6139 11.5117 10.434 8.77341 6.39773 5.86757 5.83897 7.68126 7.14771 4.41826 4.39048 4.2808 4.2544 4.07651 5.05877 3.78891 3.31152 3.56486 2.84041 2.56113 3.15373 2.25388 2.12172 2.05244 1.95022
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 0.39574000000000004 -0.016839999999999997 -0.060094999999999989 0.055195000000000008 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.092635000000000009 0.10657000000000001 -0.07742499999999998 0.088315000000000018 0.3935300000000001 -0.51381999999999983 1.0000000180025095e-35 0.083205000000000015 -0.082494999999999985 -0.083684999999999996 0.083995000000000014 0.083775000000000002 0.13606000000000004 -0.16268499999999997 0.079110000000000014 -0.14259999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 15 10 27 9 -1 24 16 -10 20 -14 18 -2 -6 -8 19 -11 21 28 -23 -21 -4 -26 -5 -3 -13 -7
right_child=1 3 7 26 5 29 17 -9 11 14 -12 12 13 -15 -16 -17 -18 -19 -20 23 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0043042332286258988 0.0034345352112922036 -0.0010496202840290037 -0.0031064222442306498 0.0012706684144465929 7.1238906480881417e-05 -0.0039824146880088063 0.0031734684903780134 0.0036699677771716505 0.0014762555295085437 -0.002913479725480287 -0.0016377756164219204 -0.0029234718593955269 -0.0035174150430223373 0.0017896693034180631 -0.00337950556377254 0.00052780758610150808 0.0029277069715541418 -0.00077820342055537231 -0.0030950671167272992 0.0035700641154904587 0.0010875280845530346 -0.0028886913277898496 0.0010852474908161383 0.0001663869356595129 -0.0029594299971855953 0.00023484875213334761 0.0038028279377321896 -0.0031518761989137844 -0.00076723455985828971 -0.0010647828745210745
leaf_weight=2.8782643377780905 57.676131591200829 5.2821365743875495 184.00212706625462 6.0237556844949705 6.059352867305285 3.1648071110248566 4.4342568218708021 2.2165530920028678 7.3900521099567404 3.3570958673954037 3.9182028621435157 28.049623101949692 2.8863826021552077 10.470026761293409 7.1474439427256575 5.037637621164321 20.512494601309299 5.3714538812637329 4.3451893106102935 3.3373049348592785 3.4033466205000868 3.3698305562138557 4.9970321059226972 6.3361941799521437 6.707297354936598 4.677510067820549 6.5331167429685593 22.567594602704052 4.5782174989581099 5.7603110596537572
leaf_count=17 366 27 2153 36 38 19 24 11 35 24 21 229 27 53 77 25 122 28 40 18 18 23 26 36 71 34 40 209 31 32
internal_value=0 0.00132464 -0.00231213 -0.000682783 0.0023116 0.000896407 -0.00177352 -0.00277599 -0.0007974 -0.00284096 0.00177334 -0.0010228 -0.00134258 0.000642784 -0.00140339 0.00320105 0.00227633 0.00100879 -0.000590525 0.000244641 -0.00193984 -0.00219117 -0.000515293 0.00134064 -0.00302139 -0.00164704 0.00258811 -0.00275315 -0.00262092 -0.00209936
internal_weight=0 152.341 290.149 50.2123 102.129 39.4152 37.6554 222.127 68.0228 219.91 30.4901 65.1445 57.7545 13.3564 24.5232 62.7138 26.5718 9.80571 17.3758 13.0306 44.398 40.9947 8.36686 9.6735 195.387 11.3848 12.5569 27.8497 32.6278 8.92512
internal_count=3910 987 2923 364 623 232 288 2464 459 2453 181 442 407 80 195 391 160 52 118 78 327 309 49 54 2258 105 76 236 260 51
is_linear=0
shrinkage=0.00298592


Tree=26
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 3 4 4 147 9 3 52 51 474 47 48 123 1 3 0 48 41 3 4 0 4 43 1429 160 2
split_gain=129.366 29.0525 21.3625 17.1535 13.1349 10.6781 10.0776 9.14757 7.81839 7.61302 6.50522 5.36904 5.84469 7.65847 4.53873 6.2974 4.46865 5.30999 4.59267 4.57514 5.53483 3.97403 3.83654 3.8152 3.79202 4.04716 2.69498 2.55615 2.5398 2.3723
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.090325000000000003 0.28937500000000005 0.39574000000000004 0.089090000000000016 -0.016839999999999997 0.097615000000000021 0.17829500000000004 -0.097124999999999989 0.085435000000000025 0.084155000000000021 0.10417000000000001 1.0000000180025095e-35 0.092550000000000007 -0.15002999999999997 -0.22384499999999996 0.086065000000000016 0.081500000000000017 -0.097604999999999983 0.50657000000000008 -0.060094999999999989 -0.34687499999999999 -0.028814999999999997 0.08425500000000001 -1.0000000180025095e-35 0.10251500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 14 29 -3 10 23 -1 22 12 -11 16 -2 -16 18 -18 -14 20 -20 -8 24 28 27 26 -26 -4 -7 -6
right_child=1 3 7 -5 5 8 21 -9 -10 11 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0036210860164279783 0.0030265738767584487 -0.0022915030165855709 -0.0025719001269226458 0.0021070846704566819 0.0010596193601216182 -0.0031845076408244734 0.0022535093160577927 0.0029918485521691525 0.0021456022146975752 -0.0025515635881060545 0.00025723112805663031 -0.0031341024249562058 0.0010735377421614433 0.0027871998298684615 -0.00056852970479502661 0.003228798898527418 -0.00094469012856402746 0.0026965309907587228 0.00220796162800518 -0.0023781283585047352 -0.0016517691661668682 -0.0011032167858311159 -0.0026481902322920033 0.0014070613470779094 0.0002182219311624621 0.001636819189415386 -0.0029129088449370713 0.00060882738148251695 -0.00092977574130046761 0.0034343284732023124
leaf_weight=2.6780604720115653 47.151308938860893 26.187847703695297 20.626060903072361 12.064289495348929 4.1939497739076605 4.8967211022973069 5.4681145846843702 2.1249267011880866 6.7376221343874922 8.5721701234579069 5.9687617272138587 6.1226867735385886 5.5537500381469647 5.0316463410854331 6.1778756380081159 5.5471391379833221 5.4055043011903745 5.3165943622589111 4.0050149783492035 16.144506596028819 6.5577025189995766 4.1532520800828934 163.67402690649033 3.332932934165 3.1769192293286324 3.9508925974369031 4.3705918118357658 1.841921992599963 10.540730178356174 8.5652042031288129
leaf_count=17 325 236 229 76 25 29 32 11 41 83 25 44 26 25 30 36 37 30 23 136 38 20 2111 20 23 24 29 12 63 54
internal_value=0 0.00108862 -0.00193852 -0.000560823 0.00190148 0.000721544 -0.00145965 -0.00234791 -0.000244953 -0.000650436 -0.00240364 -0.000832855 -0.00058386 -0.000232562 0.00266839 0.001228 -0.000586059 0.000860824 -0.00106694 -0.00151205 -0.000188294 0.000804512 -0.00248399 -0.00110304 -0.00169278 -0.000484499 -0.00159494 -0.00231114 -0.00164497 0.00265376
internal_weight=0 145.017 271.122 47.8735 97.1435 38.2672 35.8092 205.734 25.508 65.3876 203.609 62.7096 56.5869 48.0147 58.8763 11.725 42.9831 10.7221 32.261 26.7072 10.5627 9.62137 197.64 18.7704 33.9664 11.4984 7.54751 22.468 15.4375 12.7592
internal_count=3910 987 2923 364 623 232 288 2464 153 459 2453 442 398 315 391 66 290 67 223 197 61 52 2428 112 317 76 52 241 92 79
is_linear=0
shrinkage=0.00258699


Tree=27
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 4 12 52 159 9 4 4 0 147 4 14 47 15 48 150 0 4 1 159 150 12 4 11 123 2
split_gain=154.329 32.7175 26.098 23.4973 16.0555 10.0838 10.0529 10.0056 8.32969 7.67244 7.57752 6.28981 9.52496 6.19625 5.82609 6.49743 5.76994 5.30109 5.50713 5.03047 4.9249 4.23259 3.8993 3.77937 4.72283 7.84703 3.76904 3.38073 3.26765 3.38624
threshold=0.10113500000000002 -0.37613999999999997 0.080120000000000011 0.08801500000000001 0.11551000000000002 0.39574000000000004 -0.023959999999999995 0.12539500000000003 -0.044129999999999996 -0.016839999999999997 -0.15796999999999997 -0.48072499999999996 0.11015500000000002 0.088035000000000016 -0.0010999999999999996 0.077685000000000018 0.11170500000000001 0.024640000000000006 0.12230500000000001 0.090145000000000017 -0.029849999999999998 -0.49837999999999999 0.11797500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092720000000000011 -0.032604999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 16 17 -9 -1 21 -11 13 14 15 28 -5 18 -3 -16 26 -4 -6 -8 -25 -26 -19 -23 29 -13
right_child=1 3 5 6 22 -7 23 8 -10 11 -12 12 -14 -15 19 -17 -18 20 -20 -21 -22 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.003676840007337799 -0.0025572964918398255 0.0031749385923287013 -0.0025198361649145479 -0.00067040620976544472 -0.0035451915217807476 0.0031817515241714662 -0.0031222770464791102 0.0031902362385583796 -0.0017354300049271254 -0.002795522217799835 -0.0026356379681486434 0.0021240964163172504 0.0029406747071281012 0.002727481597818761 -0.0023826938997173449 -0.0034222167268859712 0.0033034214497794788 -0.0019755702522577545 -0.0002765792716442673 0.00060399427472422195 0.0034850231876895491 0.0012530188188390897 0.0004216340204862628 -0.0033497294419146772 0.003089158845078952 -0.001615522919514144 0.0015743275324505892 -0.0021510013853547013 0.0027630338245722076 -0.00079069652606955198
leaf_weight=2.8609449714422217 14.146847441792486 76.417876809835434 5.929673150181773 4.2612156122922915 3.6394199877977362 2.2110285013914099 6.4947193861007717 3.7571552619338036 6.6626592278480512 9.0505189225077611 201.16354565322399 3.90733524411917 5.3424429893493643 3.3080269768834105 21.706640504300601 3.2282607406377783 6.3924292623996735 3.7070996314287177 3.377828210592269 4.8229763805866233 4.362820789217948 7.2596348077058774 3.3119852691888809 3.4756419211626062 4.0538105517625773 6.3933068886399269 4.8064256161451331 2.8404187709093094 3.9970259815454474 9.7445265054702741
leaf_count=17 136 470 43 20 24 11 54 23 34 76 2345 22 26 17 169 22 37 21 15 26 25 40 19 22 19 45 23 25 20 64
internal_value=0 0.00127791 -0.00199525 0.00166239 0.00223597 -0.00243894 -0.000369034 0.00249835 4.06566e-05 -0.000562983 -0.00249616 -0.000749288 -0.000418921 -0.000772831 -0.00101708 2.82943e-05 0.00171398 0.00277468 0.00302883 -0.00183973 0.0011997 -0.000745808 -0.0016552 -0.00145593 -0.00067861 0.000210042 2.85725e-05 0.000295713 0.000659447 4.3554e-05
internal_weight=0 155.261 287.373 141.114 110.043 219.404 31.0711 103.092 10.4198 67.9687 217.193 65.1078 56.0572 50.7148 47.4068 20.8771 10.6536 92.6721 79.7957 26.5296 12.8763 16.0297 6.95141 20.4175 13.9228 10.4471 8.51353 10.1001 17.6489 13.6519
internal_count=3910 987 2923 851 654 2464 197 611 57 459 2453 442 366 340 323 128 57 554 485 195 69 108 43 140 86 64 44 65 106 86
is_linear=0
shrinkage=0.00264529


Tree=28
num_leaves=31
num_cat=0
split_feature=1 52 12 159 151 4 12 1 3 447 376 3 3 39 3 3 4 48 1 0 11 50 42 15 16 475 42 52 2 4
split_gain=197.705 44.3388 30.7246 29.6838 14.7157 11.4485 13.8532 14.0161 9.93431 8.68229 8.52097 9.67466 7.64266 6.69985 6.69844 8.39676 5.57303 4.95087 4.90736 4.19931 5.42585 4.02255 5.70716 4.01208 3.45524 4.64304 2.42384 2.63682 3.20003 2.89936
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 -0.51118499999999989 0.27223000000000003 0.085845000000000019 0.12730000000000002 0.097615000000000021 0.085135000000000016 0.048695000000000009 -0.15121499999999996 -0.115685 0.085330000000000003 0.090325000000000003 0.24227500000000002 0.053925000000000008 0.11930500000000001 0.092550000000000007 -0.060094999999999989 1.0000000180025095e-35 0.10481500000000002 0.088585000000000011 -0.10469999999999999 0.081265000000000018 -0.061639999999999993 -1.0000000180025095e-35 0.17829500000000004 0.090545000000000014 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -5 6 14 -8 12 10 11 -1 16 21 -6 -16 19 -7 -12 -4 -21 22 -3 -17 25 -13 -27 28 29 -28
right_child=1 3 8 4 5 17 7 -9 -10 -11 18 24 -14 -15 15 23 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0017663505623432322 -0.0026126443015647574 0.0016673668167421821 -0.0024627308824047602 -0.0026759076404748146 0.0032197363872888789 0.0033815163169438507 -0.0018959920102912845 0.0030263194081315086 0.00092128529318146585 0.0035113736701557086 -0.00012671448258755991 0.0014539841343451081 -0.0026986707731204464 0.0019941284415932459 -0.0010931869198100431 0.00025304317914180539 0.0024681704949109755 0.0007271736284095977 0.0033712160445589856 0.001807834766801597 -0.0024513127039276941 -0.003253087714297317 -0.00322060009348286 0.0032227246203489009 -0.0030061717162539305 -0.003010375891206118 0.00067728883270274959 -0.0031914629086886226 0.00058513154005866599 -0.0021585604178712223
leaf_weight=6.8826327323913565 16.143361173570156 3.6328971832990664 13.684399470686916 3.8938961625099173 28.331488907337189 64.614023789763451 11.940512686967852 5.805686116218566 5.7792387008666983 3.5826054066419593 6.0963822156190854 3.9960232451558104 198.17153611779213 3.4933002293109885 6.7940741255879429 4.2821601182222375 2.5621505677700034 5.1212280541658393 4.8734089583158493 4.4911584407091141 3.6704781204462051 7.9747248291969299 2.9011967182159424 10.871175810694691 8.7721405476331693 5.9678378924727467 3.119497410953044 3.7095078006386748 7.2568680867552748 11.087678104639059
leaf_count=31 149 21 128 21 150 344 79 29 25 17 32 21 2227 17 35 20 15 27 24 20 27 61 23 59 81 56 21 29 43 78
internal_value=0 0.00149147 -0.00199274 0.00190645 0.00230589 0.00244671 0.00168823 -0.000285653 -0.00244234 -0.000421537 -0.000649672 -0.00109824 -0.00252968 -0.00123667 0.00238492 0.00130727 -0.00115762 0.00318659 0.00142727 -0.00158286 -0.000107603 -0.00201455 -0.000502935 0.00238353 -0.00154725 -0.00118302 -0.0015214 -0.00116842 -0.000818783 -0.00153589
internal_weight=0 175.8 293.704 159.656 141.654 137.76 68.0251 17.7462 228.359 65.3446 61.762 50.7922 222.58 18.0021 50.2789 21.9474 24.4082 69.7353 10.9698 21.846 8.16164 14.5088 6.53409 15.1533 43.9096 35.1374 31.1414 25.1736 21.464 14.2072
internal_count=3910 1035 2875 886 764 743 372 108 2442 433 416 360 2417 122 264 114 190 371 56 175 47 105 44 79 329 248 227 171 142 99
is_linear=0
shrinkage=0.00259861


Tree=29
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 376 15 48 4 1 3 9 15 147 376 3 0 52 3 1 2 16 0 4 2 2 43 160 52 1429
split_gain=130.215 27.7436 22.9464 20.1055 13.7122 9.39724 8.86194 8.99753 8.64647 7.77436 7.19169 6.83982 5.53071 6.23738 5.3916 8.26548 5.67975 4.93698 4.09318 4.065 3.91877 3.78059 3.75078 3.9889 3.72565 3.21543 3.13349 3.77509 2.98302 2.45011
threshold=0.10113500000000002 -0.37613999999999997 0.080120000000000011 0.083670000000000008 0.11843500000000001 0.081270000000000023 0.085950000000000013 0.12862000000000004 0.39574000000000004 0.13702500000000004 0.097615000000000021 -0.016839999999999997 0.079360000000000014 0.085900000000000018 0.048695000000000009 -0.10942499999999998 -0.13027499999999997 0.26391000000000003 -0.097604999999999983 0.12263000000000002 0.085805000000000006 -0.53257999999999994 -0.060094999999999989 -0.48072499999999996 0.089910000000000004 0.094825000000000007 -0.07526999999999999 -1.0000000180025095e-35 -0.048794999999999991 0.08425500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 17 10 21 18 -1 13 14 15 -13 20 -3 22 -8 -17 -5 29 -24 -22 -16 27 -23 -26 -4
right_child=1 3 8 5 -6 -7 19 -9 -10 -11 -12 12 -14 -15 25 16 -18 -19 -20 -21 24 26 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0050055798635635276 -0.0034269295191204428 0.0041546657616163465 -0.0035759902987855564 0.00084872256533401246 -0.0026961907220389007 0.0043482012939720371 -0.0022412880525082605 -0.0023762937598738225 0.0040959243107597555 0.00348858774734095 0.00061825058589896041 0.002111959182755121 -0.0044659283706123942 0.003443009926736902 -0.00051737648690955657 0.0027817861931754792 -0.0036329128273743161 -0.00016178935609250048 -0.0037173857944747123 0.0021297267059146876 -0.0039797774147961951 -0.0035829757545696446 -0.0034396813976607858 0.0010329862052957483 0.0022785441194920234 0.0038605466036319503 -0.003965322313938098 0.0018318610059203035 -0.0022704491317654492 0.00081250190434089696
leaf_weight=2.6468762308359137 13.047549977898596 76.161305263638496 19.805509768426422 4.8633701652288499 5.4055829271674147 4.8139601349830619 4.8618810325860959 3.1232272237539283 2.1109959632158271 4.0323670357465735 5.9342741817235938 6.8603553548455229 5.6040093824267379 4.5684199109673491 4.7500174194574338 3.4275582656264261 19.073917530477054 3.7199820280075064 157.53846819698811 6.874817356467247 5.2919906601309759 3.3986695557832718 4.2216507941484451 7.2567704990506154 3.8619722127914438 4.25901859998703 11.330452367663376 3.4962168410420533 3.8561183586716643 1.8630445674061764
leaf_count=17 136 506 229 27 34 29 31 14 11 24 25 33 47 26 26 22 184 18 2111 37 35 30 36 40 20 22 80 21 27 12
internal_value=0 0.00166254 -0.0026547 0.0021653 0.00297135 -0.000362444 0.00329472 0.00371548 -0.003269 -0.00119858 -0.00334808 -0.000753128 -0.00100076 -0.000653681 -0.00101793 -0.0015644 -0.00227463 0.00395365 -0.00347151 0.000319051 -0.000698498 -0.00201718 -0.00230294 -0.000612017 -0.00161539 0.00155229 -0.00278193 -0.000837253 5.77261e-06 -0.00319867
internal_weight=0 145.129 262.931 132.082 100.147 31.935 94.7412 83.0045 198.731 27.1211 196.62 64.2003 61.5534 55.9494 51.3809 42.3719 35.5116 79.8813 190.685 11.7367 16.4376 23.0887 33.147 11.4784 13.0101 9.00904 18.2253 6.89489 7.71809 21.6686
internal_count=3910 987 2923 851 640 211 606 538 2464 182 2453 459 442 395 369 321 288 524 2428 68 104 158 317 76 82 48 131 51 47 241
is_linear=0
shrinkage=0.00365857


Tree=30
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 38 4 4 160 4 52 51 14 474 151 3 132 133 457 457 484 52 4 50 123 48 49 42 12
split_gain=113.617 24.587 21.2516 15.4427 18.9132 17.4574 9.14384 7.58923 6.84682 6.62204 10.2937 6.10037 5.82903 6.45031 7.0291 4.94129 4.62235 4.53605 4.06793 3.95447 4.40577 3.80759 3.70659 5.40856 3.67735 4.44187 3.66528 3.51287 3.11555 2.8689
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.086785000000000015 -0.17479499999999998 0.11551000000000002 0.11976000000000002 0.39574000000000004 -0.15796999999999997 -0.079234999999999986 0.62104500000000018 -0.24456499999999998 -0.097124999999999989 0.077685000000000018 0.084880000000000011 -0.082489999999999994 0.16699000000000003 0.080815000000000012 -1.0000000180025095e-35 0.083995000000000014 0.092565000000000022 -1.0000000180025095e-35 0.11588000000000002 -0.49269499999999994 0.096815000000000012 1.0000000180025095e-35 0.083775000000000002 0.27772500000000006 -0.055344999999999998 -0.0089849999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 12 4 -3 9 -2 8 21 10 -6 -11 -1 14 15 -14 -5 18 -17 -10 26 -4 23 -23 25 29 -21 28 -13 -20
right_child=1 3 7 16 5 -7 -8 -9 19 11 -12 27 13 -15 -16 17 -18 -19 24 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024769392257679708 0.0030522420632776064 -0.0028076693919385737 -0.0031756151091153397 -0.0017661234522464507 -0.0023195589421661075 -0.0033813132038444643 -0.0018166654685152473 0.0027735135959646886 -0.0026045630408286732 -0.00094907521158614668 0.0031736192295185955 0.00047990961094988003 0.0015794487645325657 -0.003349080952153896 0.0027778236475895501 -0.0031561836899587194 0.0019741006761011593 0.0022634778834095502 -0.0030567114214318015 -0.0019296948203884781 -0.0029009637856759526 -0.0018453791123640812 -0.0026323281808726165 0.0023757305731344509 -0.0034254823858041483 0.0020540584747482382 0.0023317773889467751 -3.7128372875689256e-05 0.0030812460082979224 -0.00035463338191676626
leaf_weight=8.9079966321587545 41.763371601700783 7.8792751505970946 3.2425241172313681 22.647629007697109 5.6742707863450033 4.6261088028550139 2.8458928465843192 2.0203610360622397 156.83707489073277 3.5643527135252944 4.0299357026815414 3.4937114417552939 8.0024695023894292 4.0893955901265135 5.8964136093854895 5.126679494977 2.5381894856691352 3.2150250002741805 3.2790168300271167 2.3527805358171445 4.3758316114544868 3.2850750908255559 2.7532686144113532 5.7965561971068382 2.837882548570632 4.6147181242704383 3.4217218905687332 3.1512959450483313 35.448805086314678 15.757322594523425
leaf_count=94 295 84 28 185 33 33 14 11 2239 26 29 22 49 31 31 54 14 18 31 26 56 27 19 34 23 23 24 17 235 105
internal_value=0 0.00113742 -0.00184482 0.000368373 0.00102061 0.00152344 0.00274163 -0.00229231 -0.00234852 0.00193328 -3.83673e-05 0.00235234 -0.000510288 -0.000178609 8.7458e-05 -0.000282898 -0.00138919 -0.000710779 -0.00101323 -0.00250167 -0.00091185 -0.000652344 3.89813e-05 0.000848839 -0.000598487 -0.000259277 0.00059547 0.00263189 0.00284787 -0.000820067
internal_weight=0 137.663 245.812 93.0536 67.8678 59.9885 44.6093 184.085 182.065 55.3624 9.70421 45.6582 61.7269 52.8189 48.7295 42.8331 25.1858 34.8306 31.6156 166.987 10.1503 15.0774 11.8349 9.08163 26.4889 23.6511 5.7745 42.0938 38.9425 19.0363
internal_count=3910 987 2923 678 479 395 309 2464 2453 362 62 300 459 365 334 303 199 254 236 2345 106 108 80 61 182 159 50 274 257 136
is_linear=0
shrinkage=0.00262822


Tree=31
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 4 48 4 31 3 3 123 133 15 47 3 0 4 124 16 475 12 4 11 150 4 51 1429 14 2
split_gain=146.954 31.6453 24.5187 19.0503 12.9044 12.1091 11.7878 9.9419 8.32465 7.34399 6.41615 7.94368 7.73746 6.22828 7.8319 4.05897 4.18024 4.54446 3.93432 3.78234 5.18883 3.57482 3.33772 3.09017 3.00813 2.65813 2.64441 2.36345 2.35268 2.10312
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.22584000000000001 0.11930500000000001 0.39574000000000004 -1.0000000180025095e-35 0.097615000000000021 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.024640000000000006 0.096475000000000019 -0.097604999999999983 -0.060094999999999989 -0.48072499999999996 -0.088569999999999996 0.081265000000000018 -0.061639999999999993 0.09258000000000001 0.5092350000000001 0.087830000000000005 0.090145000000000017 -1.0000000180025095e-35 0.087505000000000013 0.08425500000000001 -0.23083499999999998 0.13606000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 8 5 18 -3 13 9 -1 15 -10 19 -13 14 28 16 27 -18 -2 20 -12 -19 23 -7 25 26 -22 -4 -6 -5
right_child=1 3 7 29 6 22 -8 -9 10 -11 11 12 -14 -15 -16 -17 17 21 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042160529752549867 0.0010312864218326703 -0.0029407983115426789 -0.0029278855132123076 0.001338612924731608 0.0015087322930023655 0.00096876594212022733 -0.0020085729663010437 0.0035208639440412809 0.0017334046185075581 0.00047853849958642044 0.0015231159870999886 -0.0034522623668996211 0.0019936301121492883 -0.0014539429253732723 -0.0015604983524143683 -0.003022750736542608 -0.0028271009910939031 0.0027573149369460211 0.0034287340028175115 -0.0034360745819345807 -0.00026808466443570668 -0.0014139682079958944 0.0029184878217143871 -0.0023160659384914156 0.00024413642141038133 -0.0031324238009194784 -0.0035873383806109475 0.00046771591441163355 0.003635681663790928 0.003747252311758203
leaf_weight=2.9269015938043585 6.6079685837030402 22.40438824146986 21.180268019437793 5.9824856445193273 6.1709757000207999 6.2916223779320699 8.6233883425593358 2.2128869742155066 7.3286329358816138 5.9461398571729651 4.7067982926964751 2.8824942335486403 10.315625965595244 4.171813152730464 3.6889088004827491 168.99054645746946 4.4369045943021774 4.0975584983825666 56.045795693993568 9.5239222943782789 7.7790879160165769 3.1290951743721962 3.7319971174001685 4.0749117285013199 5.0910328775644293 13.075251132249837 2.8255787342786789 1.9315540567040432 16.496178641915321 6.5666373819112778
leaf_count=17 36 213 229 36 35 33 51 11 35 25 25 27 53 23 22 2111 36 19 355 91 50 21 21 21 28 111 22 12 101 40
internal_value=0 0.00141459 -0.00218691 -0.000524394 0.00234884 -0.00159816 0.00102532 -0.00267528 -0.000629507 -0.00274067 -0.000852754 -0.00119 0.000804237 0.00188232 0.0024104 -0.00283461 -0.00192032 -0.000486109 0.00317588 -0.00180207 -0.00133722 0.000951176 0.000535455 -0.000322447 -0.00180516 -0.00224574 -0.00115249 -0.0026441 0.00305663 0.00259899
internal_weight=0 150.857 278.38 49.052 101.805 36.5029 39.1513 211.925 66.4553 209.712 63.5284 56.1998 13.1981 30.5279 26.3561 203.766 34.7754 11.6636 62.6538 43.0017 33.4777 7.22665 14.0985 10.3665 28.771 23.6799 10.6047 23.1118 22.6672 12.5491
internal_count=3910 987 2923 364 623 288 232 2464 459 2453 442 407 80 181 158 2428 317 76 391 327 236 40 75 54 211 183 72 241 136 76
is_linear=0
shrinkage=0.00293864


Tree=32
num_leaves=31
num_cat=0
split_feature=1 12 12 4 13 39 48 16 1 13 4 52 15 47 151 52 42 3 124 41 4 457 48 1 4 0 0 14 4 4
split_gain=105.819 23.0653 20.4947 13.5264 10.139 9.64812 8.55685 7.95705 7.84638 7.46509 7.28606 6.2869 5.27431 5.53561 5.25446 4.34263 4.06984 7.34852 3.93491 3.81694 3.76217 3.71341 5.39122 3.3064 3.18452 2.91837 2.66837 2.49315 2.47381 2.05575
threshold=0.10113500000000002 0.051320000000000005 0.083325000000000024 0.22584000000000001 -1.0000000180025095e-35 0.14706500000000003 0.11930500000000001 -0.50763499999999995 0.085990000000000011 -0.00059999999999999995 -0.15796999999999997 0.12461500000000002 0.024640000000000006 0.096475000000000019 -0.0074049999999999993 -0.069134999999999988 0.078965000000000021 -0.12008499999999998 -0.088569999999999996 0.081670000000000006 -0.15796999999999997 0.083995000000000014 0.083775000000000002 0.081005000000000008 0.27020000000000005 -0.087359999999999979 -0.230625 -0.23083499999999998 -0.49837999999999999 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 8 5 18 25 12 24 16 29 23 19 13 27 15 -11 17 -1 -2 -5 -19 -12 -23 28 -4 -3 -16 -6 -9 -10
right_child=1 3 7 11 6 -7 -8 10 9 14 21 -13 -14 -15 26 -17 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022550358748217782 0.00073349594729595383 -0.00017961761512364318 -0.0011700137624334527 0.0032655992232958611 0.0012238242145897881 0.0038565938702922907 -0.0018830770440152486 -0.0021304535020217437 0.003612365181441239 -0.0010079051928106241 -0.0031856060530144037 -0.002480844342575424 -0.001519048918526982 -0.001400010096647961 0.0010544625045433237 0.0035683035412911795 -0.0032987672374737006 0.00072618807293394394 0.003433319689743382 -9.0233965539577167e-05 -0.0026663860973654419 -0.0034697498440636088 0.0014738210814359441 -0.0036322414301213119 0.0040137039525508129 -0.0031763922470881469 -0.002573352911570292 0.0036838047759029358 0.0011279704873137077 0.00085599050610099612
leaf_weight=5.3257429674267796 6.011049509048461 3.8671928718686166 2.4715590700507155 11.349419742822652 5.6688431501388648 2.4837878644466391 8.07630857080221 3.3202853426337233 6.6229906380176544 4.0565348789095879 142.21584036573768 3.3092350810766211 4.0393917039036742 3.3040587455034247 2.4597524404525748 4.1378807723522169 11.17407777905464 4.1322883218526867 47.245467528700829 4.7489355802536002 14.769580859690903 4.4950045943260175 4.2295145243406296 2.9363161325454703 2.2241633087396622 18.889383845031261 10.779798544943334 14.426433593034742 7.5015021488070479 4.4813063070178014
leaf_count=29 36 27 30 70 35 17 51 28 39 26 2140 20 23 20 15 21 113 35 352 26 143 62 31 28 16 209 95 101 44 28
internal_value=0 0.00133443 -0.00216399 -0.000508227 0.00226119 -0.00202516 0.000960488 -0.00274891 -0.000705635 0.000408464 -0.00286393 0.0014646 0.00179746 0.00236999 -0.000675092 0.00130291 -0.00172962 -0.00100591 0.00312859 0.00227564 -0.00192471 -0.00306351 -0.00107318 -0.000674341 0.00128529 -0.00266713 -0.00189935 0.00298985 0.000128238 0.00249999
internal_weight=0 133.42 237.334 44.648 88.7716 25.2404 35.515 169.394 67.94 32.5383 164.698 19.4076 27.4387 23.3993 21.434 8.19442 35.4017 24.2276 53.2565 16.0984 18.9019 150.94 8.72452 13.7581 4.69572 22.7566 13.2396 20.0953 10.8218 11.1043
internal_count=3910 987 2923 369 618 253 230 2379 544 224 2333 116 179 156 157 47 320 207 388 96 178 2233 93 100 46 236 110 136 72 67
is_linear=0
shrinkage=0.00314295


Tree=33
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 38 160 4 16 0 1 13 1 4 48 158 42 15 15 4 4 48 151 16 43 157 457 160 4
split_gain=92.1391 20.5014 19.0934 12.4265 13.2916 15.0884 8.27716 8.20957 9.97855 7.14498 7.11207 6.69371 6.25655 5.02436 4.98558 4.53352 4.85911 4.39108 3.87833 6.17877 7.32274 4.23456 3.73672 5.03446 3.4201 3.08105 2.78227 2.75969 3.83867 2.67044
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 -0.37613999999999997 0.10070000000000003 0.11551000000000002 0.11976000000000002 -0.079234999999999986 0.62104500000000018 -0.50763499999999995 -0.060094999999999989 0.085990000000000011 -0.00059999999999999995 0.13702500000000004 -0.15333499999999997 0.12862000000000004 0.081110000000000015 0.092635000000000009 -0.038029999999999987 0.079360000000000014 -0.48072499999999996 -0.17479499999999998 0.086870000000000017 -0.0074049999999999993 0.3935300000000001 -0.07526999999999999 -0.080619999999999983 0.083995000000000014 0.084100000000000022 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=2 6 11 -3 5 7 -2 8 -5 29 27 18 -13 25 -14 16 -9 24 -1 20 -20 -22 23 -16 -12 -6 -23 -11 -29 -4
right_child=1 3 9 4 13 -7 -8 15 -10 10 17 12 14 -15 22 -17 -18 -19 19 -21 21 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0029341552189031347 0.0032947791932782977 -0.0025705273735589047 -0.001018336753250713 -0.0026307247434018935 -0.00018643647836171371 -0.0036956399006378205 -0.0019666411221763627 0.003174792579438757 0.0034772853563737978 -0.0029883122118400749 0.00060954058081628883 0.0021793368422966006 -0.0033880769133613313 0.0020381101037069832 0.0038988010792415954 8.7529007944788377e-05 -0.00064520332366748616 -0.0032739546842385906 -0.0027950637005271762 -0.0033206979771542204 0.0041881319222208556 0.0024480036450671328 -0.0015521784049606032 -0.00042438058649252395 -0.0027701073811474994 -0.0031442902010656803 -0.0011823131776260913 -0.0029065844455859395 0.0011937463877222901 0.0035066089624552453
leaf_weight=11.421041961759327 37.555835574865341 10.868175145238636 2.4041480384767047 6.5907301977276784 4.4902298226952562 4.5311603620648375 2.7999787628650656 34.390405677258968 3.6062604188919067 123.97155687585473 11.394573278725149 10.791099190711977 4.3830613195896175 2.9300489425659171 3.9338356107473427 5.9924709200859061 3.1693222075700751 5.404956452548503 5.095207720994952 6.231440592557191 3.4612742364406603 3.0471829883754262 6.6382996365427962 5.8210873007774318 3.3845094293355933 9.6960945837199688 4.6430113203823558 4.8432590998709184 3.3771388940513134 2.1557652503252029
leaf_count=133 295 134 30 41 39 37 14 248 29 2051 74 67 48 18 21 33 20 76 41 77 16 18 39 49 40 79 35 58 34 16
internal_value=0 0.00119301 -0.00196164 0.000380554 0.000805942 0.00147765 0.00292973 0.00191377 -0.00047057 -0.0025203 -0.00262927 -0.000622434 0.000355758 -0.0014812 -0.0005914 0.00247202 0.00285246 -0.000997104 -0.00153334 -0.000821593 0.000136943 0.0014766 0.000156349 0.00131901 -0.000164422 -0.00220808 0.000256173 -0.00287848 -0.00122207 0.0011209
internal_weight=0 126.621 222.402 86.2649 75.3967 58.2803 40.3558 53.7492 10.197 156.936 152.376 65.4665 31.5674 17.1164 20.7763 43.5522 37.5597 20.184 33.8992 22.4781 16.2467 11.1515 16.3932 9.75492 14.7791 14.1863 7.69019 132.192 8.2204 4.55991
internal_count=3910 987 2923 678 544 408 309 371 70 2379 2333 544 224 136 157 301 268 190 320 187 110 69 109 70 114 118 53 2143 92 46
is_linear=0
shrinkage=0.00295206


Tree=34
num_leaves=31
num_cat=0
split_feature=1 12 12 2 4 48 0 40 16 484 1429 52 14 147 0 150 151 49 13 43 13 457 160 52 52 132 13 12 43 16
split_gain=80.3222 18.1927 17.6046 11.3451 10.6487 12.1614 7.82375 7.53199 6.50588 6.37931 6.46499 6.23587 6.12447 5.47381 5.14639 4.5684 5.44991 5.90765 3.95968 3.25957 3.91503 3.14225 4.06322 3.01454 4.5034 4.46986 3.0027 2.96038 2.32758 1.91852
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.14808000000000002 0.28937500000000005 0.11930500000000001 -0.13870499999999999 0.26954500000000009 -0.27337499999999998 -0.0043499999999999988 0.084920000000000009 1.0000000180025095e-35 -0.46879999999999994 0.09414500000000002 -0.060094999999999989 0.083205000000000015 -0.082489999999999994 -0.069934999999999983 -1.0000000180025095e-35 -0.084699999999999984 -0.10023999999999998 0.083995000000000014 0.084100000000000022 0.18936500000000003 0.071660000000000015 0.082150000000000015 0.23436000000000004 0.096315000000000026 -0.0045649999999999987 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 6 12 18 -2 11 -1 15 -4 -6 26 21 23 -17 -18 -3 27 -21 -10 -23 24 25 29 -8 -16 -26 -11
right_child=1 3 8 -5 5 -7 13 -9 14 10 -12 -13 -14 -15 19 16 17 -19 -20 20 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0032027174812096172 0.0035042784934856664 0.0037181388201145563 0.0019683497960139656 0.0035276739235786665 -0.0014957190311934278 -0.0036906319930214843 -0.0025190848756328401 -0.0022832941559353726 -0.0032808253203189274 -0.0014349100703651076 0.0032350554494795613 -0.0028980801154179299 0.0031905503516170869 0.0029136669096913809 0.0024724405490175062 0.0035735874281355032 -0.0030101076162521809 0.0029214116104263489 -0.00024812805900825116 0.00028898664086197631 -0.0037108603374751358 -0.0030973948638877672 0.0017438269506755691 -0.003946385734359562 -2.7169163578541507e-05 0.0029783444843590077 0.00054700836790177293 -0.0019899485575364407 0.0036972074372689095 -0.0036641570664027682
leaf_weight=8.8033623397350294 35.114007845520973 4.4309750944375992 5.8941899165511114 10.578347787261007 3.4547507390379968 3.9431154280900946 27.864418994635347 2.5303763523697844 109.21078837290406 17.347908895462758 5.120581053197383 5.2043515741825104 19.17225394397974 2.4112405255436888 3.6853962689638164 5.3333840370178223 4.5617874711751938 2.8722360879182798 6.5442157834768278 3.9497471153736123 7.3455770723521683 4.447698686271905 3.0798256248235703 3.7103923074901095 4.916334293782711 2.1066645197570315 3.8112390264868727 2.7064845003187656 2.7446725666522971 5.2873268052935591
leaf_count=90 295 36 53 82 24 26 287 14 1987 157 34 79 146 15 24 37 35 16 39 18 98 57 30 36 38 13 23 33 21 67
internal_value=0 0.00124991 -0.00207897 0.000395761 -6.67467e-05 0.00156003 -0.00102595 0.00311525 -0.00269769 -0.00064535 -0.000228445 -0.000313627 0.00247504 -0.00179196 -0.00289452 -0.00059127 0.00107452 -0.000718385 0.00135316 -0.00126593 -0.00231219 -0.00314127 -0.00111665 -0.00118019 -0.000863437 -0.00153553 -0.00215017 0.000582952 0.00130715 -0.00195564
internal_weight=0 119.855 208.329 82.2106 71.6322 26.5701 45.0621 37.6444 145.524 62.8047 54.0013 11.0985 22.627 34.0869 134.426 48.8807 12.7674 7.43402 10.9752 17.6872 11.2953 116.738 7.52752 36.1133 32.4029 24.7419 31.6757 6.39188 7.66101 22.6352
internal_count=3910 987 2923 678 596 196 400 309 2379 544 454 132 170 325 2247 420 88 51 75 173 116 2074 87 332 296 237 310 57 59 224
is_linear=0
shrinkage=0.00323985


Tree=35
num_leaves=31
num_cat=0
split_feature=1 12 12 150 2 40 4 4 14 447 376 132 13 16 0 48 51 150 376 14 47 13 457 160 150 49 4 2 2 13
split_gain=69.9087 18.1146 15.9673 11.0782 11.9672 8.24156 7.85781 6.43868 5.66692 5.11063 4.99053 5.85629 6.9534 4.92226 4.40132 4.08783 3.89726 3.63328 3.13549 2.96955 3.58419 2.95735 2.8807 4.78004 2.77324 4.22983 2.6057 2.21059 2.80599 1.95409
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 0.081245000000000026 0.12168500000000002 0.27658000000000005 0.22584000000000001 -0.15796999999999997 0.077685000000000018 0.084630000000000011 0.048695000000000009 0.080815000000000012 -0.10939499999999998 -0.50763499999999995 -0.13027499999999997 0.12933000000000003 0.13741000000000003 -1.0000000180025095e-35 0.085185000000000025 -1.0000000180025095e-35 0.10664500000000002 -0.088004999999999986 0.083995000000000014 0.084100000000000022 0.12187000000000002 -0.049989999999999993 -0.51381999999999983 0.085805000000000006 0.089910000000000004 -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 5 8 4 6 -2 -3 26 9 10 11 12 -1 21 27 -6 -17 -8 -12 -19 -21 -9 -15 -24 -5 -26 -4 -14 -29 -28
right_child=1 3 7 24 15 -7 17 13 -10 -11 18 -13 14 22 -16 16 -18 19 -20 20 -22 -23 23 -25 25 -27 29 28 -30 -31
leaf_value=0.0021735078486651016 0.0032116079333160464 -0.0022318186386968441 -0.0027921551216413768 0.002943384585324847 0.0028393821676609148 -0.0029376983403927785 -0.0022934724794260149 0.0029730170735529976 -0.0036541896915465938 0.0035263361614889114 0.0036594094954616805 0.0025010493161262337 0.0014758223586637579 -0.0029476006942535269 -0.0028166842350839209 -0.0024841469491899762 0.0020795709112139205 -0.0014211636384623587 -0.00010395042299934015 0.0033495021066432353 -0.00040336681642711905 -0.0024439495678319372 -0.0033548337986316983 0.0014366176127819593 -0.0021491365503143278 0.0028202146297434893 0.0015263718173475316 -0.0031026765545451706 9.8185382900461513e-06 -0.0012995534800943577
leaf_weight=4.5896101556718341 33.938426055014133 27.241264801472425 3.1969944685697547 14.242712512612345 11.209220722317697 2.1357885897159568 3.605103626847268 2.2014096379280095 5.0544485971331587 3.0500936657190314 3.8049347102642042 4.0861615538597098 3.6274241507053295 108.90945323556662 18.146497774869211 3.3445023521780959 3.5628547072410583 3.1604033634066573 4.4027423933148384 6.3072815611958504 3.7358181402087212 1.6077261306345452 3.9459245502948752 3.7377990633249283 2.9274954795837402 3.4285527840256682 5.5741066597402087 4.4992710091173631 6.5691119059920311 3.7895715534687033
leaf_count=36 306 305 28 118 94 11 24 18 51 22 24 28 27 2126 223 24 26 20 27 42 22 24 57 35 18 25 36 35 45 33
internal_value=0 0.00105194 -0.00191477 0.000269314 -0.000370129 0.00284754 -0.00122447 -0.00249406 -0.000582872 -0.000288726 -0.000522735 -0.000950419 -0.00132719 -0.00270987 -0.0018164 0.00170718 -0.000130155 0.000408106 0.00164068 0.00114575 0.00195352 0.000686672 -0.00282083 -0.001024 0.00219913 0.00053141 -0.000425383 -0.000581244 -0.0012554 0.000382692
internal_weight=0 118.839 190.793 82.7652 62.1664 36.0742 44.0499 132.963 57.8303 52.7758 49.7258 41.5181 37.4319 120.402 32.8423 18.1166 6.90736 16.8086 8.20768 13.2035 10.0431 3.80914 116.593 7.68372 20.5988 6.35605 12.5607 14.6958 11.0684 9.36368
internal_count=3910 1035 2875 718 557 317 413 2357 518 467 445 394 366 2260 330 144 50 108 51 84 64 42 2218 92 161 43 97 107 80 69
is_linear=0
shrinkage=0.00303632


Tree=36
num_leaves=31
num_cat=0
split_feature=1 52 12 484 160 13 47 50 15 48 49 15 4 15 1 47 160 39 2 51 0 3 40 160 40 4 160 151 47 4
split_gain=83.5782 19.2826 18.7306 15.8702 10.8795 7.43371 6.93854 7.69958 6.40103 7.31413 5.97495 4.88109 5.19911 7.94994 8.26489 4.92491 4.80186 4.00538 3.78125 3.77006 3.61398 3.40741 3.39924 3.80989 3.31995 3.97946 3.208 3.08707 2.93035 2.76847
threshold=0.10113500000000002 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 -0.40446999999999994 -0.10023999999999998 0.083670000000000008 0.082725000000000007 0.035895000000000003 0.12675000000000003 -0.080034999999999981 0.079360000000000014 -0.48072499999999996 -0.008624999999999999 0.093575000000000019 0.091930000000000012 0.084100000000000022 0.082810000000000009 0.089910000000000004 -0.016859999999999997 -0.042499999999999989 -0.12008499999999998 -0.0087249999999999984 0.08234000000000001 -1.0000000180025095e-35 -0.040469999999999999 -0.081669999999999979 -0.086769999999999986 0.11939500000000002 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -5 18 8 17 9 -6 16 12 -1 14 20 -16 -7 28 -4 -15 27 26 -3 -24 -10 -26 -12 -14 29 -8
right_child=1 3 5 4 6 10 7 -9 24 -11 21 -13 13 19 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0025240277461314139 -0.0025095979697729162 0.0013309671644288123 -0.0024789050163080847 -0.0031069224522602473 0.0030974134466048315 -0.0018019570454308833 -0.0021919926231546488 0.004043954088699309 0.0028127244377055584 -0.0017705028129831059 0.0010838601452386018 -0.0033256814421887631 0.00057676529785684197 0.0037144004238966848 0.0030588272725808243 -0.0015583942681902635 0.0026033830429203898 0.0017358948299939932 0.00032057630929212765 0.00074278983352750428 0.0019350035801448217 -0.0028957258159356633 -0.0034292029060423836 0.00076161035880643435 -0.0021359890864401676 0.0020202992003084232 -0.0023209963366518736 -0.0025633223987923731 -0.0031735816964687347 0.0015399695998452663
leaf_weight=6.6520058363676062 10.708424042910336 2.6669045165181151 6.047122377902272 3.4558560438454142 60.702421471476555 6.3168822787702066 2.9627334251999908 4.3980113193392745 3.7626943588256827 2.6968465298414221 3.5166730508208275 4.3566471785306922 3.1429644376039549 6.0210872441530219 6.3700786754488927 2.7742501795291901 3.078758854418993 5.5647089928388587 12.138206820935009 8.7795239239931089 2.1294704899191919 113.30162307620049 7.1257394179701787 2.4348516762256622 4.8342651948332778 3.2046563327312461 6.7742378376424295 15.716241497546431 4.2026455476880074 3.7902859523892403
leaf_count=70 136 17 81 30 490 76 22 31 28 13 29 47 21 34 41 18 28 34 84 60 14 2087 62 21 35 15 79 154 34 19
internal_value=0 0.00119814 -0.00181566 0.00155327 0.00193513 -0.00234478 0.00211641 0.000642989 0.00252627 0.00289034 -0.00258195 -0.000385818 -0.000137532 0.000215766 -0.000636874 0.00165803 -0.000358417 -0.000262407 -0.000610328 0.00195168 -0.00163672 -0.00275099 -0.00155646 -0.0023619 0.000570418 -0.000479116 -0.00115747 -0.00204001 -0.0012774 -9.73438e-05
internal_weight=0 122.511 207.116 111.803 99.5751 151.174 96.1193 20.9184 75.2009 63.3993 132.988 55.9423 51.5856 44.9336 30.133 9.14433 9.39564 16.5204 18.1853 14.8006 20.9887 123.593 12.2275 9.56059 11.8016 8.03892 10.2909 18.8592 10.9557 6.75302
internal_count=3910 987 2923 851 751 2464 721 140 581 503 2299 459 412 342 248 59 104 109 165 94 189 2195 100 83 78 50 108 175 75 41
is_linear=0
shrinkage=0.00289235


Tree=37
num_leaves=31
num_cat=0
split_feature=4 123 151 3 133 50 47 38 39 1348 52 1 1 3 40 1 484 0 151 3 12 11 49 52 1 49 12 2 42 1
split_gain=83.2974 29.0388 22.2599 18.2882 14.0213 11.745 8.6228 8.16862 7.79977 6.6333 6.3113 4.41587 3.76027 3.75718 2.53922 4.08544 2.21384 2.43543 4.38651 2.82911 5.26067 2.3765 3.69949 3.84155 4.41352 2.84003 1.97198 2.78197 2.73025 5.6281
threshold=0.28937500000000005 1.0000000180025095e-35 -0.27336999999999995 0.16699000000000003 -0.0023199999999999996 0.11901000000000002 0.11861000000000001 1.0000000180025095e-35 0.13419 0.090260000000000021 0.16064500000000001 0.09112000000000002 0.11287500000000002 -0.5217799999999998 0.0034800000000000005 0.08844500000000001 -0.0043499999999999988 -0.13027499999999997 -0.087654999999999983 -0.100615 0.080120000000000011 0.077165000000000025 -0.069934999999999983 0.087465000000000015 1.0000000180025095e-35 -0.006494999999999999 0.093375000000000014 0.084145000000000011 -1.0000000180025095e-35 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 -4 12 9 13 11 -6 -5 -1 16 -16 -15 18 -18 20 -19 22 -20 24 -24 -26 27 -22 -29 -30
right_child=2 4 5 7 10 -7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 19 21 -21 26 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00023840777665298622 -0.0037112708304679509 -0.0029136111320244022 0.0021573914734509462 -0.00056417181464972455 -0.00063800788913519831 -0.0022450710202541867 -0.0017820399487716561 -0.0029485552428806156 0.00077372862346152828 0.00097993505139647987 -0.0024353068690356186 0.0020827773494869824 0.0025301882910238604 -0.0027879240419607146 -0.0025599011014259434 0.0012103064648642786 -0.00012013926379763625 0.00046087505708684975 -0.0030787204225170509 -0.0025331757202820028 -0.0031615211806943419 -0.0030825247727752796 -0.0025226376139913108 -0.0031438112576712865 -0.0010557515339933792 0.0014422612588186094 -0.0025864213883140135 -0.0028032541890603384 0.0010020817123807695 -0.0027259333022723541
leaf_weight=2.5590988099575034 4.4988409131765357 5.689773932099345 33.844461731612682 2.860954247415064 3.7159326151013437 3.7739048302173606 2.9404422044754019 2.6141541749238959 3.7859558016061774 2.7987376973032942 2.2609313353896132 13.301970221102236 5.7659654915332794 82.486261397600174 3.3537378758192053 2.401594340801239 5.9047939628362647 4.0794701576232901 7.6978205665945998 277.04406086355448 3.9650855511426917 10.040398955345152 4.199648052454001 3.9441000670194617 4.3281178921461114 4.5412651002407047 22.878828957676888 3.0658578127622595 5.3453608304262143 3.1242116242647171
leaf_count=15 20 34 372 19 18 18 16 13 27 20 12 142 58 573 21 20 31 28 37 2014 23 62 26 22 21 26 154 20 27 21
internal_value=0 -0.00218854 0.000945603 -0.00231204 0.000130179 0.00146215 0.00184249 0.000468543 -0.00238036 -0.00240667 0.0010285 0.00148868 0.001504 -0.00242769 -0.00244291 -0.000986663 -0.00246184 -0.00238716 -0.00187849 -0.00245189 -0.00192149 -0.00217726 -0.00180943 -0.00123513 -0.000659109 0.000223271 -0.00217472 -0.00156704 -0.00101897 -0.000373089
internal_weight=0 493.754 45.0576 468.785 24.9686 40.5588 36.7849 11.2411 457.544 453.758 19.2788 17.0179 8.62692 450.96 448.401 5.75533 442.645 360.159 40.6561 319.503 42.4588 34.7514 24.711 17.0131 13.069 8.86938 38.3793 15.5005 11.5354 8.46957
internal_count=3910 3484 426 3278 206 406 388 90 3188 3161 172 160 77 3141 3126 41 3085 2512 225 2287 273 194 132 95 73 47 245 91 68 48
is_linear=0
shrinkage=0.00220661


Tree=38
num_leaves=31
num_cat=0
split_feature=4 12 151 13 4 39 50 48 3 132 1 457 1 52 483 47 151 151 16 16 43 49 159 0 52 3 11 42 41 48
split_gain=66.8136 37.238 14.8759 10.2544 12.1579 8.90944 7.81506 7.76658 7.34105 5.40707 4.97402 4.42423 6.08674 4.04444 3.84395 3.47633 3.19268 3.15249 2.68399 3.18004 2.97726 2.47967 3.2618 4.08566 2.94448 2.29445 2.80973 3.2019 4.83657 2.27215
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -0.00059999999999999995 -0.0021099999999999995 0.14706500000000003 0.11901000000000002 0.091690000000000008 0.097615000000000021 0.087875000000000023 0.086245000000000002 0.081330000000000013 0.086145000000000013 -0.087094999999999992 0.083960000000000021 0.11861000000000001 -0.024429999999999997 -0.083919999999999981 -0.17157499999999998 -0.40374499999999997 0.088185000000000013 -0.069934999999999983 -1.0000000180025095e-35 -0.13506999999999997 0.091210000000000013 -0.100615 0.08184000000000001 -1.0000000180025095e-35 0.078535000000000008 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 3 -2 4 10 8 15 -6 11 13 -1 18 17 -5 16 -4 29 -13 19 -3 -21 -18 -23 -24 -25 26 27 -20 -29 -15
right_child=2 5 6 9 7 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 21 -19 25 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00032598738887398799 -0.0034628650662425612 -0.0024668613831393179 0.0028668001487908512 -0.0023249880784385569 -0.0019280689538973743 0.0031679899332221085 -0.0016314451412975958 0.0019290822481040689 0.00058602882515955055 0.0027415119340577689 0.0028289455947715287 -0.0028411352498502866 0.0028592831940514314 0.0027377512484011652 -0.0035622380634638445 -0.00052664049754807196 -0.0029163187536041337 0.00070427490799370546 -0.0026365277136356276 0.0015491830697703989 -0.002069530081550626 -0.0023662138591181532 0.0019100916987615049 -0.0018502815317249374 0.0014307955712762658 -0.0027456793893119165 -0.0030144111127706386 0.0010044591307400833 -0.0032922808313155883 -0.00013377108139583349
leaf_weight=4.5320188328623798 3.4387551844120017 9.0097251534461957 39.72145339101553 13.929557483643292 12.462527222931387 2.2380810081958762 3.3108429983258238 5.4847033806145182 6.4005545042455187 2.839123271405696 18.644173659384251 6.3067964091897002 2.6389329582452765 3.5706448033452016 2.9457023963332167 2.3317375853657714 3.5505634099245027 2.5775123089551917 6.4476240500807789 3.8356133587658396 2.9226161055266857 5.0392441786825719 5.8933615610003462 7.1207653693854827 2.7723511978983879 120.25897052884102 9.5584939494729024 6.9608279205858725 2.6347159966826439 4.6007463410496712
leaf_count=33 20 110 372 132 99 19 18 55 31 19 168 77 19 22 21 16 25 22 100 32 24 45 35 57 14 2087 129 54 28 27
internal_value=0 -0.00147573 0.0019535 -8.93968e-05 0.000919617 -0.00218788 0.00236408 -0.000749317 -0.00225464 -0.000883359 0.00221201 -0.00235965 -0.000742649 -0.00109159 -0.000607539 0.00267864 -0.000340126 -0.00181254 -0.00247493 -0.0014163 -1.574e-05 -0.000829921 -0.000474213 0.000129738 -0.000930824 -0.00258937 -0.00185515 -0.00116446 -0.000175327 0.001121
internal_weight=0 275.176 48.8028 93.3855 41.1234 181.79 45.364 17.9472 179.552 52.2621 23.1762 173.152 11.5232 49.4229 35.4934 42.0532 32.5477 8.88431 161.629 15.768 6.75823 24.3763 20.8257 15.7865 9.89312 145.861 25.6017 16.0432 9.59554 8.17139
internal_count=3910 3484 426 752 355 2732 406 154 2713 397 201 2682 118 378 246 388 225 99 2564 166 56 176 151 106 71 2398 311 182 82 49
is_linear=0
shrinkage=0.00270105


Tree=39
num_leaves=31
num_cat=0
split_feature=1 123 4 151 3 48 1348 3 484 14 11 133 160 0 50 1 15 47 51 484 159 12 150 48 0 3 1 0 12 52
split_gain=59.3044 15.8213 13.1496 11.6852 9.07362 8.98696 8.42438 7.55311 5.97142 7.32127 5.75536 7.2191 5.07978 6.83636 4.42833 4.14248 5.51051 3.66408 2.92083 4.91668 2.76206 5.26551 2.50051 2.35744 2.17745 2.27774 2.1304 2.12018 2.49499 2.11366
threshold=0.10386500000000001 1.0000000180025095e-35 0.27020000000000005 -0.27336999999999995 -0.115685 0.016865000000000002 0.074310000000000015 -0.040669999999999991 -1.0000000180025095e-35 0.077685000000000018 0.08184000000000001 0.0068000000000000014 -1.0000000180025095e-35 -0.18087499999999998 0.11901000000000002 0.09112000000000002 -1.0000000180025095e-35 0.11939500000000002 -0.097124999999999989 0.085815000000000016 0.078065000000000009 0.091475000000000015 0.08826500000000001 -0.026004999999999997 -0.11524 -0.080244999999999997 0.077800000000000022 -0.10462499999999998 0.051320000000000005 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 20 24 -1 10 11 26 -7 -14 17 16 -3 -5 -9 22 23 -22 29 -2 25 -6 -10 -25 -29 -20
right_child=2 15 3 14 7 12 -8 18 9 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0034105322895619434 -0.0045638425891080144 -0.00306002871406998 -0.0034337867713467207 0.0029567200796608048 0.0013146338349239992 -0.0016760444724777575 0.0042189669389522694 -0.0028817799691093805 0.0017250516931325937 -0.0032003932525307374 -0.0022858445796346783 -0.0016321003200249916 -0.0018891184115938002 0.0025468035466452731 -0.00081977357502866584 0.0023915035999159122 0.0023203952710131714 -0.00072163638217238673 -0.0013545660255424516 0.0018696615427324314 0.0033069283767734386 -0.0027513563128841864 0.00034878489337814776 4.9728550393745558e-06 -0.0027294516351165313 -0.002792616559402804 0.0042417909498794499 -0.00019568723008295152 -0.0027797815180946777 -0.0036670900915212858
leaf_weight=5.0475533604621914 2.4439013451337912 3.4912493005394936 2.9314969256520262 34.317681416869164 2.2399535365402699 4.063439533114436 2.2285877838730803 7.211765941232442 7.0805205665528828 4.7115670256316653 4.0390398800373069 4.2845525778830043 3.3686835318803814 16.83056565374136 3.0923475772142401 8.0997680425643903 2.7486771196126929 2.3368688747286788 19.155500773340471 4.5191921070218077 2.4798564761877051 2.1762016154825687 5.7977609857916823 4.9801470711827376 118.5645335689187 2.1264279894530764 4.4098022542893887 4.0525467917323033 11.832719404250382 3.8320132680237284
leaf_count=53 14 32 18 351 24 33 16 92 43 61 47 40 16 160 17 69 14 17 164 30 24 24 37 28 2224 24 31 27 150 30
internal_value=0 -0.00182993 0.000861392 0.00204273 -0.00204393 -6.44345e-05 -0.00109951 -0.00230607 -0.000595117 -1.56809e-05 0.000741614 0.00151677 0.00122368 0.00180701 0.00244664 0.0010506 -0.000689961 0.00272221 -0.00124175 -0.000886614 -0.00152335 0.000475338 -0.00131934 -0.00192259 -0.00265686 -0.000685597 0.00269094 -0.00161323 -0.00212054 -0.00174006
internal_weight=0 207.36 97.135 42.6784 193.02 54.4566 30.194 163.447 29.573 24.5255 19.8139 15.7749 24.2627 20.1992 39.7469 14.3397 6.23993 36.6546 40.5162 33.3045 27.9654 4.65606 28.7853 23.3093 122.931 4.36638 11.4903 20.8654 15.8853 22.9875
internal_count=3910 3015 895 403 2900 492 283 2625 275 222 161 114 209 176 385 115 46 368 353 261 267 48 231 219 2272 48 74 205 177 194
is_linear=0
shrinkage=0.00284239


Tree=40
num_leaves=31
num_cat=0
split_feature=1 12 12 16 48 148 3 4 52 38 15 4 3 376 4 475 150 4 3 13 0 0 11 1 50 13 47 1429 47 48
split_gain=92.8293 21.0326 17.8206 13.4 8.50694 8.41539 7.5052 6.88638 6.87485 5.81491 5.50795 5.98966 9.05354 5.87632 5.34531 4.85523 5.24955 6.29786 4.05566 3.92176 4.08988 3.83984 3.98128 3.24264 3.04494 2.89684 2.29551 2.28527 2.27515 4.35906
threshold=0.10113500000000002 -1.0000000180025095e-35 0.080120000000000011 -0.069144999999999984 0.11930500000000001 -1.0000000180025095e-35 0.097615000000000021 0.39574000000000004 0.26391000000000003 0.11976000000000002 0.079360000000000014 -0.48072499999999996 -0.11171999999999999 0.048695000000000009 0.50657000000000008 -0.061639999999999993 0.083205000000000015 0.0057500000000000008 -0.097604999999999983 -0.093439999999999981 -0.14136999999999997 -0.060094999999999989 0.079700000000000007 0.092550000000000007 0.084340000000000012 -0.028919999999999998 0.10843500000000002 0.084895000000000012 0.10070000000000003 0.11280000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 8 -5 7 18 24 28 11 -1 -13 15 19 -14 -17 -18 21 -7 -21 27 25 -15 26 -23 -3 -4 -2 -30
right_child=1 3 6 5 -6 14 -8 -9 -10 -11 -12 12 13 23 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0026991657608325713 0.0030809826099846708 0.0028135835636244376 -0.0026636332870872124 0.0021457009395790807 -0.0015414882352084208 0.0013185978109059074 0.00072651122094534188 0.0029350542232707793 -0.0016946695372226878 -0.0015146852468676357 -0.0033441322287945463 0.0030385581866461788 0.0017920535214185787 1.6639448771593975e-06 0.0013633840579771693 -0.0022441957613072326 -0.001707183833647949 0.0030179385422818821 -0.0027568150232611531 0.00095335370997130168 -0.002816338145032452 -0.0013754871285035504 -0.0032229962090451494 0.0034301720200094745 -0.00056055191878510774 0.0019781902581534365 0.00016592730519706945 0.00074906819605435871 -0.0008028841407292282 0.0033369774891359818
leaf_weight=7.4069322645664206 35.567261099815369 24.736293844878681 17.992689568549402 5.3314222991466513 7.0241016522049895 2.3745953589677873 5.8058629333972922 1.7916823849081982 3.8222753778100005 2.5862828642129889 5.2868063561618319 6.5170560404658309 4.1218348145484915 4.7252860963344556 3.9818156957626334 19.602762617170814 5.0606304109096509 3.843967467546463 135.718824300915 2.4840381667017999 21.706256151199337 3.3262509033083907 2.758235163986682 3.899543285369873 2.688624680042266 4.9830535203218451 2.8257673978805533 1.6598454937338818 3.6479879915714255 4.2819481045007706
leaf_count=70 298 188 231 35 42 19 25 11 29 14 47 36 25 26 29 172 35 21 2111 15 232 21 25 27 19 30 15 10 19 33
internal_value=0 0.00105246 -0.00193217 0.000162258 0.00124715 -0.00108045 -0.00238436 -0.00249172 0.00182203 0.0025394 -0.00063062 -0.000370629 -9.58815e-06 -0.000491115 -0.00164352 -0.00103112 -0.00143931 0.000332573 -0.00255014 -0.00209422 -0.00242924 -0.00163705 -0.000325959 0.00155179 0.00226637 0.000635699 0.00254214 -0.0023754 0.00278045 0.00143253
internal_weight=0 123.059 234.501 76.9752 41.0971 35.8781 174.036 168.231 34.073 46.0835 60.4648 55.178 47.7711 41.254 30.5467 32.6292 28.5074 8.9046 166.439 26.5649 24.1903 30.7201 11.0675 8.62483 30.2507 8.3093 27.5621 19.6525 43.4972 7.92994
internal_count=3910 987 2923 623 293 330 2464 2439 251 364 459 412 342 306 295 253 228 56 2428 266 247 317 76 53 222 51 203 241 350 52
is_linear=0
shrinkage=0.00278293


Tree=41
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 457 130 3 4 14 38 52 123 3 1 48 3 0 0 4 160 52 15 51 43 475 1429 47 49
split_gain=87.6937 21.7471 16.3933 13.9288 14.1634 10.2449 7.66059 7.45909 6.8211 6.39169 6.11074 5.7841 4.6399 4.98909 6.47488 5.00529 3.96632 3.89477 3.65244 3.62262 3.97231 3.29625 3.08834 3.04944 2.69018 2.55294 2.52016 2.42147 1.87456 2.74822
threshold=0.10113500000000002 -1.0000000180025095e-35 0.080120000000000011 0.16699000000000003 0.28937500000000005 1.0000000180025095e-35 0.081330000000000013 -0.012079999999999999 0.097615000000000021 0.39574000000000004 -0.46879999999999994 0.11976000000000002 0.17829500000000004 1.0000000180025095e-35 -0.15002999999999997 0.09112000000000002 0.11379500000000002 -0.097604999999999983 -0.23029999999999998 -0.060094999999999989 -0.34687499999999999 -0.079684999999999992 -0.066329999999999986 -0.017214999999999998 -0.23593999999999998 -0.028814999999999997 -0.061639999999999993 0.084665000000000004 0.10070000000000003 0.10447000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 12 4 6 10 7 -3 9 17 -6 24 13 14 -1 23 -12 19 22 27 25 26 -16 -15 -2 -21 -20 -4 -26 -30
right_child=1 3 8 -5 5 -7 -8 -9 -10 -11 16 -13 -14 15 18 -17 -18 -19 21 20 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0015398698351324258 0.00030860464548143797 0.0018287095019740749 -0.0024639383331542318 0.0028512294013436365 -0.0016384485940404486 -0.0033743837607211678 0.0018533901303519726 -0.0020980166748882046 0.00054687340769974725 0.0025828851796268941 0.0027933790826284118 -0.0014011836320922818 -0.0029380768353017652 -0.0024992139577181987 -0.0012809902109155997 0.0025887562295521188 -0.00019332824584155107 -0.0025468272258331232 0.0015361143401401798 0.0002909607746525597 0.001761828182189505 -0.0022765160775426604 0.0016986441726800025 0.0012094178660325514 0.0029752009847979228 -0.0028402054580015886 -0.0017565537405232283 0.00078862112214335141 -0.00027030815969098963 0.0030702044741197183
leaf_weight=6.4096447601914397 3.3158010840415946 3.5560935735702506 17.948462974280126 10.236699804663656 3.117534436285502 2.9711477160453788 4.4882838279008856 32.683608531951904 5.7495266050100318 1.7544226050376881 15.98363918066025 2.6266911476850501 5.3095297068357459 3.021080456674099 4.9193419404327869 6.4535492137074471 3.6143694370985022 134.03089216724038 3.0609408169984818 3.0375101342797279 3.8599602952599508 19.89212065935136 4.3414493724703735 2.8627656400203687 32.734519600868225 3.9992075115442276 3.1036881282925561 1.6576212868094433 3.1424333527684203 3.3985946774482727
leaf_count=35 22 25 230 80 20 19 26 302 25 11 131 14 44 28 35 44 20 2111 17 23 24 189 23 14 283 29 30 11 18 27
internal_value=0 0.0008909 -0.00180778 5.5497e-05 -0.000375418 0.00112182 -0.00131971 -0.0017127 -0.00221038 -0.00230571 0.00170992 0.00230703 -0.000641236 -0.000415669 -0.000840977 0.00102279 0.00224255 -0.00235784 -0.00127307 -0.00152743 -0.000337184 -0.0017667 0.000115859 -0.000694792 0.00253573 -0.00148859 -0.000121636 -0.00218895 0.00272375 0.00146536
internal_weight=0 121.869 231.412 76.6514 66.4147 25.6867 40.728 36.2397 172.038 166.288 22.7155 45.218 59.3741 54.0646 41.7272 12.3374 19.598 164.534 35.3175 30.5028 10.8967 26.0567 9.26079 5.88385 42.5913 7.03672 6.16463 19.6061 39.2755 6.54103
internal_count=3910 987 2923 623 543 190 353 327 2464 2439 171 364 459 415 329 86 151 2428 294 317 76 236 58 42 350 52 47 241 328 45
is_linear=0
shrinkage=0.00257482


Tree=42
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 39 50 31 13 49 38 150 1 160 0 4 4 15 42 16 3 50 42 48 4 3 49 13 0
split_gain=59.6249 15.6884 12.7349 8.40621 7.82902 8.53817 7.28069 6.84348 6.06847 5.94561 5.744 5.49575 4.7301 5.22656 4.71626 4.71148 4.03803 5.56039 4.66816 3.68674 3.59919 3.47293 3.45026 3.26482 3.16719 2.4927 2.36266 3.41903 3.60474 2.15469
threshold=0.10386500000000001 0.080120000000000011 -0.071274999999999991 0.16699000000000003 0.28937500000000005 1.0000000180025095e-35 0.16168500000000002 0.11384500000000002 -1.0000000180025095e-35 -0.10023999999999998 -0.080034999999999981 0.10657000000000001 0.083205000000000015 0.093575000000000019 0.084100000000000022 -0.11287999999999999 -1.0000000180025095e-35 -0.48072499999999996 0.079360000000000014 0.060615000000000009 -0.092014999999999986 -0.0095549999999999993 0.041865000000000006 0.083970000000000017 0.11379500000000002 0.074650000000000008 -0.12008499999999998 0.0047850000000000011 -0.0038299999999999996 -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 8 11 4 6 7 15 24 -1 22 14 -2 16 20 -11 25 17 -10 19 21 -14 -19 23 -3 -6 -4 27 28 -12 -17
right_child=2 9 3 -5 5 -7 -8 -9 12 10 26 -13 13 -15 -16 29 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039442718808904709 0.0032092169008627585 0.00093629592966645923 0.0017243025239261224 0.002763642980085133 0.0030312220274276449 -0.0038546171457327508 0.004105881524891543 -0.003307796057455163 -0.0028666230735184609 -0.0019229347204193276 0.00098088586079575772 -0.00041434850823134328 0.0013043709335240987 0.003027579264849783 0.0025437701199176599 -0.0025947945003483024 -0.0024501634177987505 0.00321864023462295 -0.0034193228190516514 -0.0022251190036467676 -0.0025736062010119662 0.00015339524293297638 -0.0034026253720148146 -0.0020541506570928639 -0.00019633650362194273 -0.0013521254167074728 -0.0029471286195813413 0.0020817692326537715 -0.0032735464066083898 -0.00034047162039984886
leaf_weight=2.5407598763704291 23.966829955577854 9.161960609257223 5.2864524275064415 10.207210816442965 14.773350417613992 2.6534692272543898 2.2797082960605612 2.0638741031289092 6.7549994923174372 6.082763157784937 2.3400469012558451 4.4320873171091071 4.0844790861010543 5.4035539850592604 3.2363998293876648 18.702893752604723 16.223647359758619 6.0774686634540593 2.5998620130121699 2.7927843332290641 4.4896060153841963 7.235959570854904 3.6051596179604521 5.0667130313813677 3.3292905390262595 4.2424655109643936 107.74380831792951 1.9486329406499852 7.432603742927312 4.7514861673116746
leaf_count=23 257 55 32 96 147 18 19 12 75 77 17 28 24 44 29 181 161 42 27 19 36 50 50 62 19 24 2112 17 95 62
internal_value=0 -0.00188685 0.000961344 0.000261723 -0.000177951 0.00118636 -0.00106085 0.00184964 -0.000573735 -0.00240812 -0.00263214 0.0026437 -0.000779964 0.000724935 -0.000371718 -0.00141795 -0.00128458 -0.000541883 0.000297609 0.000897596 -0.000726235 0.00155265 -0.000790435 -0.000128577 0.00243764 0.000354615 -0.00280847 -0.00153388 -0.00225483 -0.0021381
internal_weight=0 204.821 96.6891 68.2902 58.083 22.82 35.263 20.1665 58.2031 146.618 128.784 28.3989 55.6624 13.9776 9.31916 32.9833 41.6847 25.4611 18.7061 16.1062 8.57409 13.3134 17.8338 14.2287 18.1026 9.52892 119.465 11.7213 9.77265 23.4544
internal_count=3910 3015 895 610 514 196 318 178 501 2514 2347 285 478 104 106 299 374 213 138 111 60 92 167 117 166 56 2241 129 112 243
is_linear=0
shrinkage=0.00298938


Tree=43
num_leaves=31
num_cat=0
split_feature=1 12 12 52 484 40 2 0 0 16 160 48 43 42 15 447 0 484 42 52 1 0 16 15 34 151 1 16 160 457
split_gain=51.9324 14.2553 12.0006 8.63727 8.09479 6.66064 6.4105 6.3537 5.67801 6.47737 5.49664 6.6251 7.52739 6.68324 4.75559 4.48721 4.37102 4.24245 3.76741 3.60333 3.23019 6.32483 4.67452 5.0707 5.34209 3.65543 3.07323 2.57517 2.57244 2.43439
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 -0.42985499999999993 -1.0000000180025095e-35 0.27658000000000005 0.14808000000000002 -0.017269999999999997 -0.060094999999999989 -0.50763499999999995 -0.079234999999999986 0.11930500000000001 0.25671000000000005 -1.0000000180025095e-35 0.083185000000000023 0.085135000000000016 -0.053834999999999994 -0.0043499999999999988 0.092635000000000009 0.18936500000000003 1.0000000180025095e-35 0.024745000000000003 0.081265000000000018 -0.0058549999999999991 -0.0011599999999999998 -0.085184999999999983 0.093720000000000012 0.3935300000000001 0.08234000000000001 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 5 14 -3 28 -2 7 10 9 -4 -6 12 13 -12 15 17 -15 -1 27 20 21 -19 23 25 -25 -22 -27 -10 -5 -11
right_child=1 3 8 4 6 -7 -8 -9 18 29 11 -13 -14 16 -16 -17 -18 19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0025061667486211653 0.0025012158549501192 -0.0026896321197583902 0.0008726945374995165 -0.0026922569149243959 -0.0018987582410020106 -0.0022549805969591173 0.0029438653925075386 0.0025721980409875987 0.00047496647963947896 -0.0024598901153367624 -0.0014439942100315844 -0.0017920028904064025 -0.0032471326288430881 0.0024777297854917269 -0.0028279949076018881 0.0028862125533611199 -0.0010061581138624146 -0.0024599297292991979 -0.0027361193577310214 -0.0030487990691162215 0.0020695745557469578 0.00099473814076962491 -0.0021765504571949219 -0.00036680834697986703 0.0039605000185170608 -0.0017756399874211983 0.00091644338855083958 -0.002231379723398679 0.00045271474789688267 -0.00097983410381187073
leaf_weight=6.2018398828804484 26.771878823637966 6.5077093169093123 4.0941386595368376 6.5314098857343179 7.8143798522651187 2.0011946409940711 7.0576721131801596 7.1223213225603166 11.064304035156967 96.441479943692684 4.2528629973530832 6.7064524814486495 2.3996758311986914 17.532872907817364 5.6238948889076701 2.5099536627531043 2.617386937141414 8.3773062750697118 4.4172862172126761 2.7907802909612647 3.9483160898089418 5.5860986560583106 3.7939940951764575 2.7611552253365517 5.2049405425786999 6.9724465236067772 4.3576415181159973 2.782617609947919 2.1983198635280132 7.5801865234971038
leaf_count=66 298 114 44 64 71 11 72 69 74 2051 32 46 15 152 75 21 22 106 78 28 26 30 52 28 31 50 31 40 21 92
internal_value=0 0.00067803 -0.00157589 7.10186e-05 0.00035071 0.00217042 0.000704752 0.000378555 -0.00201084 -0.00222992 4.7045e-07 0.000443372 0.0010027 0.0014206 -0.000630234 -0.000394826 0.0020252 -0.00055955 -0.000713972 -0.000283873 -9.56794e-05 -0.00107788 0.000411556 0.000833989 0.0024606 -1.41172e-05 -0.000740243 -6.88892e-05 -0.00190029 -0.00235204
internal_weight=0 99.5141 184.508 70.7411 64.2334 28.7731 55.5036 48.446 126.38 108.116 41.3236 33.5093 26.8028 24.4031 58.1284 52.5045 20.1503 49.9945 18.2642 43.7927 41.0019 13.9634 27.0385 23.2445 7.9661 15.2784 11.3301 13.8469 8.72973 104.022
internal_count=3910 987 2923 678 564 309 479 407 2379 2187 338 267 221 206 544 469 174 448 192 382 354 136 218 166 59 107 81 114 85 2143
is_linear=0
shrinkage=0.00251474


Tree=44
num_leaves=31
num_cat=0
split_feature=12 4 1 13 13 49 160 1 3 4 11 52 47 133 124 11 41 15 4 1 15 133 48 1 13 43 13 133 12 2
split_gain=45.6028 15.2905 14.9208 10.6389 6.80319 8.1565 6.74561 6.10178 5.79708 5.26677 5.02635 5.85519 4.8105 4.79098 4.62103 3.85905 3.91599 3.46317 4.44595 2.9738 2.95487 2.81278 2.90136 2.49353 2.17149 2.03166 4.93124 2.75659 1.85413 3.01511
threshold=0.051320000000000005 0.28937500000000005 0.092550000000000007 -0.0024749999999999993 -0.094679999999999986 -0.064499999999999988 0.08234000000000001 0.12730000000000002 -0.0086749999999999969 -0.0077799999999999996 1.0000000180025095e-35 0.11588000000000002 0.09252500000000001 -0.0056849999999999991 -0.50873999999999986 0.087830000000000005 0.081670000000000006 -0.008624999999999999 -0.44477499999999992 0.08844500000000001 0.041585000000000004 -0.083144999999999983 -1.0000000180025095e-35 0.088495000000000018 0.24518500000000001 -0.17307499999999998 0.16421000000000002 0.017095000000000003 -1.0000000180025095e-35 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 17 14 10 6 7 -6 24 -10 11 13 -11 19 -4 -3 -17 28 -19 -2 23 -16 -23 -20 -5 26 27 -7 -1 -30
right_child=1 15 3 8 5 25 -8 -9 9 12 -12 -13 -14 -15 21 16 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0025447840561235112 -0.0022630303216957422 0.0027223643661657159 -0.0022929340545693104 0.0029189951099638832 -0.0021441414039368978 0.0039422783137017074 0.0025745017290085786 0.0028991177651445017 -0.0023570447405677863 0.0010052945307394247 -0.002554553869953932 -0.0029542389574152175 -0.0015175919582737665 0.0016956968187347068 0.00017521193679007673 0.0015574213287827979 -0.0022893775387843791 -0.0021083926432737083 0.0022421968864827059 0.0021670064444892557 -0.0015782753612271067 0.00042191526734136826 0.0026505426315772455 -0.00052190549390044487 8.1937458682686693e-05 -0.0023492194136419593 -0.0023424724663984155 -0.00088814974003135648 -0.0020365076351001694 0.00072538465704253272
leaf_weight=7.491594687104226 3.9446518756449249 5.1698209270834905 1.4652824327349652 5.2064382731914511 8.5147145651280862 1.4378884062170967 3.7400618121027938 1.7500450983643521 6.3857048042118576 14.231167316436769 5.9727005995810023 3.2388946861028662 6.7389276176691046 9.868097588419916 3.8786514848470679 3.6622541099786758 2.8455317988991737 4.5712403357028988 6.4380461275577527 1.1946100331842897 2.5872789584100238 4.0094130113720885 29.860320091247559 2.8487479537725449 2.3782340735197067 100.36273207142949 6.4250606670975685 1.4217493645846841 5.9395658746361732 4.0043105594813824
leaf_count=95 65 50 9 54 111 17 31 17 61 106 79 47 55 62 38 32 18 51 39 17 28 37 346 29 22 2170 114 29 52 29
internal_value=0 -0.00157407 0.000495668 0.0011136 -0.00178807 -0.00202158 -0.000253796 -0.00128431 0.000126518 -0.000401078 -0.000595851 4.53076e-05 0.000194542 0.000692671 0.00199312 0.00113579 -0.000124593 -0.000856787 -4.69932e-05 -0.00123328 0.000746597 0.00215949 0.00238672 0.0013943 0.00202941 -0.00224737 -0.00114648 0.0015407 -0.00162059 -0.000924318
internal_weight=0 159.549 108.035 74.1541 147.871 123.652 14.0048 10.2648 34.9405 27.3558 24.219 18.2463 20.9701 15.0074 39.2137 11.6776 6.50779 33.8808 16.4453 5.13926 11.8741 37.7484 33.8697 9.28679 7.58467 109.647 9.2847 2.85964 17.4355 9.94388
internal_count=3910 2859 1051 728 2759 2489 159 128 298 222 270 191 161 144 430 100 50 323 147 82 96 421 383 68 76 2330 160 46 176 81
is_linear=0
shrinkage=0.0024599


Tree=45
num_leaves=31
num_cat=0
split_feature=1 123 12 1 3 3 13 14 484 4 48 11 133 1 15 52 52 47 15 48 15 124 16 49 14 1 13 133 0 0
split_gain=70.8695 18.7693 15.0503 11.3762 10.4197 8.52516 8.21476 6.41283 7.74538 6.38225 6.32885 5.891 7.51015 4.75569 5.38653 4.35783 4.87572 4.33927 4.52228 4.24755 4.70904 3.61329 3.26092 2.4952 2.10908 2.09448 1.87776 1.79301 1.61672 2.82
threshold=0.10386500000000001 1.0000000180025095e-35 0.088375000000000023 0.13026000000000001 -0.115685 0.084925000000000014 -0.0024749999999999993 0.077685000000000018 -1.0000000180025095e-35 0.5092350000000001 0.12862000000000004 0.08184000000000001 0.0068000000000000014 0.09112000000000002 -1.0000000180025095e-35 -0.092854999999999979 0.11588000000000002 0.10648500000000001 0.024640000000000006 0.086065000000000016 -0.092459999999999987 -0.088739999999999986 -0.19424999999999998 -0.010424999999999999 -0.23083499999999998 0.077800000000000022 0.16421000000000002 -0.088724999999999984 -0.14012999999999998 -0.15007499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 28 21 8 -1 22 17 12 25 14 -3 -7 19 18 24 23 -21 -2 -4 -17 -8 -10 -14 -23 29 -6
right_child=2 13 3 -5 5 15 10 -9 11 -11 -12 -13 26 -15 -16 16 -18 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033280961228387054 0.00014550684787642117 -0.002901003648809831 -0.00055752133865176457 0.0021230915072946105 -0.0026654400974566051 -0.0028826798841259682 0.00073971504840035832 -0.0030807925549011716 0.0016791978844032951 0.0027379199648504076 -0.0017484826177035914 -0.0021177800652659937 0.00024417991632395228 0.0024628781887667591 0.0022071395611700526 -0.00035823354075471326 -0.0027939389217734724 -0.0018651056187805183 -0.0012196635207723284 -0.0032268581603259448 0.0013035499284964943 0.0010269695348613724 -0.0027809899144723284 0.0024920100312620071 0.0029041758626300617 0.0040024465467137166 -0.0032783518840117098 0.0030146759300208269 -0.0025888056613721094 0.0010148817298651905
leaf_weight=4.1927642151713433 4.307777374982833 3.5201463922858238 7.6584601849317577 8.7418103665113431 3.8988285064697266 6.3131079003214863 4.6631322726607456 6.0063215643167487 7.2482927627861553 2.3723261728882781 6.6264559403061858 4.2749244570732108 2.2679207772016516 8.8159126266837102 2.7626362442970267 3.5256164073944154 4.6272892020642749 2.8639680966734877 3.2522423863410941 3.9769074395298958 3.0317923277616492 3.8121875077486029 13.962251730263235 6.6409568414092055 12.224880393594502 4.8608353771269321 2.2708662524819374 31.680053219199181 138.98511564359069 2.6035452783107749
leaf_count=39 30 32 46 76 33 73 35 75 43 19 46 47 16 69 14 22 36 17 20 25 18 33 165 37 106 31 24 302 2358 23
internal_value=0 -0.00178077 0.000979403 -0.000551209 -0.00199806 -0.00225962 0.00170105 -0.000539037 6.88162e-05 -0.00152558 0.000609439 0.000749529 0.00148581 0.00116554 -0.000654874 -0.000879279 -0.000299178 0.00128865 0.00173712 0.00037295 -0.00126711 0.00251374 -0.0019934 0.00150359 0.00230652 0.00261179 -0.00151823 0.00280118 -0.00252637 -0.00119184
internal_weight=0 219.824 102.166 32.7348 204.725 173.603 69.4307 31.1219 25.1156 23.993 29.6307 20.9228 16.6479 15.0987 6.28278 28.1157 21.8026 23.0042 20.1403 17.1753 7.0087 39.8 21.6207 10.1666 16.888 12.1091 4.53879 35.4922 145.487 6.50237
internal_count=3910 3015 895 306 2900 2625 589 275 200 230 224 161 114 115 46 211 138 178 161 102 43 365 211 59 141 74 40 335 2414 56
is_linear=0
shrinkage=0.00273826


Tree=46
num_leaves=31
num_cat=0
split_feature=12 16 1 13 160 160 49 52 3 48 457 40 133 14 4 3 376 1 47 4 3 12 133 2 3 484 4 148 160 1
split_gain=43.1581 14.9148 13.4776 6.90511 6.08496 6.66634 5.79138 6.10966 5.33031 4.52201 3.88658 3.84232 3.67755 3.5445 3.62906 4.93993 4.56331 3.62755 3.73352 4.79942 3.50296 2.86419 2.79683 2.77899 2.77754 3.80259 2.69844 2.63226 2.60805 5.93505
threshold=0.080120000000000011 -0.17157499999999998 0.10113500000000002 -0.0024749999999999993 0.085065000000000016 -1.0000000180025095e-35 -0.062504999999999991 -0.048794999999999991 0.090325000000000003 0.11930500000000001 0.09112000000000002 0.27658000000000005 -1.0000000180025095e-35 0.077685000000000018 -0.48072499999999996 -0.11171999999999999 0.048695000000000009 1.0000000180025095e-35 0.09252500000000001 0.022820000000000003 0.097615000000000021 0.11878500000000002 -0.083144999999999983 0.10251500000000001 -0.100615 0.073820000000000011 -0.00072999999999999985 -1.0000000180025095e-35 0.084100000000000022 0.11866500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 13 11 5 -2 7 28 23 12 -10 22 -7 14 -1 -16 17 -17 19 -19 24 -14 -4 -5 25 -8 -18 -12 29 -3
right_child=1 6 3 8 -6 9 20 -9 10 -11 27 -13 21 -15 15 16 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023292183576795341 -0.0020521104393978746 -0.0033731357920676569 0.00023611813448840403 0.00018961746605022394 -0.0031389950779830878 -0.00051166517957069134 -0.0021158846716730073 -0.0026826321807526298 -0.001193122043294446 -0.0018733962701474296 0.0035530135865399219 -0.0019470425894087997 0.0035719536055069325 -0.0032549876040284939 0.002408645934168245 -0.002732414807558349 0.0032152504428327308 -0.00054688042185071747 -0.0034882623200329192 0.0032740143725259628 0.00033784193176686881 0.00014409111823519014 0.0027774249110820901 0.0032822707997048933 -0.0026406181668663627 0.00072515147233482354 -0.00037945671825561906 -0.00047346213091124117 0.0028071156950156499 0.0032044628892036755
leaf_weight=6.0426602736115447 5.0304607488215032 2.2492298372089863 3.7010117098689106 3.5408310666680354 3.5828196071088305 3.0854941383004286 18.090809121727947 5.2939331121742708 13.820401646196844 2.4768624827265731 2.5779302716255188 1.5549820810556401 8.8957424834370524 3.3953560739755622 5.3129195943474761 6.3522595986723926 3.6125713735818863 15.756098434329038 2.5411600880324832 2.9266106188297263 3.5735482163727275 2.3040865734219542 26.762420691549778 5.6819102317094803 87.068218171596527 4.3966708220541468 2.7700043097138396 2.3123765289783469 3.6811148449778557 1.8998766615986822
leaf_count=77 71 30 36 27 52 32 288 85 111 16 25 9 74 36 36 97 28 121 24 18 18 18 335 60 2067 37 22 17 24 19
internal_value=0 -0.00174667 0.000515836 0.00138566 0.000170195 0.000714242 -0.00213193 -0.000408958 0.000390075 0.00154445 -0.000450268 0.00225423 0.00213705 -0.000554747 -0.000352421 -4.82539e-05 -0.000432642 -0.000915871 -0.000372183 5.16554e-05 -0.00233181 0.00286676 0.00246868 0.00209493 -0.0024189 -0.00156042 0.00165517 0.0016491 0.00112825 -0.000361252
internal_weight=0 151.629 108.662 59.9519 25.3755 21.7926 126.253 13.1242 27.9334 16.7622 18.7107 32.0184 14.2853 48.7096 45.3143 39.2716 33.9587 27.5761 21.2239 18.6827 113.129 11.1998 30.4634 9.22274 109.556 22.4875 6.38258 4.89031 7.83022 4.14911
internal_count=3910 2831 1079 620 263 211 2568 158 240 140 153 380 124 459 423 346 310 260 163 139 2410 92 371 87 2392 325 50 42 73 49
is_linear=0
shrinkage=0.00274004


Tree=47
num_leaves=31
num_cat=0
split_feature=1 52 12 47 15 4 50 376 1 13 51 474 52 52 49 1 14 42 50 376 133 0 3 0 48 16 4 49 52 48
split_gain=80.3173 19.5506 17.6513 15.0064 9.69147 7.52523 7.46593 6.06186 5.27795 4.65862 4.62639 5.42469 4.437 3.91102 4.1202 3.85028 3.76879 4.1169 4.70672 4.66254 3.72392 5.1614 3.45093 4.25828 4.79999 3.06441 3.00065 2.52742 3.74086 2.22309
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 0.08801500000000001 0.085950000000000013 -0.15796999999999997 0.11843500000000001 0.081270000000000023 0.13702500000000004 -0.10023999999999998 -0.10145999999999998 0.085435000000000025 0.12539500000000003 0.016565000000000003 -0.14750499999999997 0.081005000000000008 0.077685000000000018 -1.0000000180025095e-35 0.083475000000000008 0.048695000000000009 -0.0056849999999999991 -0.13506999999999997 -0.10140999999999999 -0.13027499999999997 0.086285000000000014 -0.53257999999999994 -0.49837999999999999 -0.081629999999999994 -0.044539999999999989 0.12474000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 15 12 8 25 20 -1 16 29 14 -6 26 17 -12 19 22 -7 -22 -19 24 -24 -5 -4 28 -11 -3
right_child=1 3 5 7 13 9 -8 -9 -10 27 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024765101554984066 -0.0022471975875836044 0.0027798933907450286 -0.0017459186986956562 0.00035778778141780902 0.0022067650907539073 -0.0027352470416203843 -0.0014571267501807832 0.0028431770621622251 0.00212877870436975 0.001414185639624048 -0.0019523326197484147 0.0023962470294094031 0.00046063790271284806 -0.002871295496735554 -0.0016200559448023687 -0.0030967864795861371 -0.0032670664559241898 0.0019771332793508726 -0.0025493858841018117 0.003277342984994578 -0.0024909125490357067 0.0017898760979452749 0.0028043510583829851 -0.0019790956657633686 -0.00086282927472947871 -0.0020896978704613347 0.0012963818161810723 -0.0026389008201945356 -0.0025354747019368392 0.00025365483058800665
leaf_weight=6.8527056239545336 11.917311724275349 58.092298820614815 3.2512695901095858 4.8053562119603219 4.6632117554545394 4.9032610058784476 3.638538382947444 3.4445582553744307 3.3622891381382933 2.7436227314174175 7.8465429209172717 5.2456926219165316 7.1161649972200385 3.2171457484364501 3.4332428798079482 2.8068307414650908 3.1193543858826152 5.4704334735870388 3.8360435701906672 3.8820060789585105 3.1833442077040663 5.2349475249648085 4.2980828955769592 7.3232507184147861 6.0252028033137321 14.280659578740599 7.6162303909659377 118.97424805164337 4.3697355091571799 2.5560037344694129
leaf_count=85 152 507 29 30 30 66 27 26 23 23 74 32 48 26 28 28 27 28 33 23 34 33 24 70 37 125 48 2120 61 13
internal_value=0 0.000976162 -0.00174612 0.00132985 0.0018812 -0.00220551 0.00224241 -0.000431467 -0.000933941 -0.0023896 -0.000441396 -0.000144966 0.00244105 -0.00039853 0.000584029 -0.000328723 -0.000463868 -0.000237813 0.000198478 0.000588898 -0.000898631 0.000171113 0.00013743 -0.000432878 0.000663995 -0.00147349 0.000386206 -0.00254712 -0.00101209 0.00267343
internal_weight=0 120.527 206.983 108.609 82.7166 153.083 71.403 25.8929 22.4483 139.409 53.8993 47.0466 67.7645 11.3136 8.09645 13.6743 41.8009 38.6816 30.835 26.999 13.3216 8.41829 23.117 17.6465 10.3233 19.086 10.8675 126.088 7.11336 60.6483
internal_count=3910 1035 2875 883 679 2442 595 204 178 2337 433 348 568 84 58 105 316 289 215 182 133 67 159 131 61 155 77 2204 84 520
is_linear=0
shrinkage=0.0026511


Tree=48
num_leaves=31
num_cat=0
split_feature=1 52 12 159 39 15 150 3 3 3 1 15 50 3 47 4 4 3 14 484 151 2 12 4 4 13 0 15 4 43
split_gain=71.0507 17.1294 15.6026 13.923 8.72085 7.91267 9.05435 6.42952 6.13525 4.83676 3.99065 3.93432 3.81569 3.84708 3.71973 4.47205 6.86865 3.85595 3.69699 5.06291 3.43489 3.70431 2.9969 2.93221 4.52847 2.82018 2.55147 2.53697 2.07119 2.04681
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 0.005105000000000001 -0.24219999999999997 0.082085000000000019 0.097615000000000021 -0.115685 0.31335500000000011 0.085990000000000011 -0.038029999999999987 0.11515000000000002 -0.005644999999999999 0.081320000000000017 0.0057500000000000008 -0.0010999999999999996 -0.013944999999999997 0.073890000000000011 -1.0000000180025095e-35 -0.0095999999999999992 0.10251500000000001 0.092870000000000022 -0.48072499999999996 -0.17479499999999998 0.086705000000000018 0.059810000000000009 0.024640000000000006 -0.14963999999999997 -0.50992999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 -5 9 8 18 20 11 -1 13 -3 15 16 17 -12 19 -4 -7 -22 -8 -13 -25 -21 -27 -26 -19 -10
right_child=1 3 7 4 -6 6 22 -9 29 -11 14 23 -14 -15 -16 -17 -18 28 -20 25 21 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.0028593465622788038 -0.0024545364685405512 -0.0017717461229415585 -0.0035125283873711044 0.0028459022879441321 0.0030629910383138297 -0.0033116752923995313 0.0029978152084363563 0.00067507767558545883 0.00090180128049719257 0.002708247241555984 0.0038069260032331147 -0.0025085040333561954 -0.0031257659900833586 0.0026602831150769404 -0.0023042973326793709 0.0031094707949199055 -0.003097653565512659 -0.001750846771667909 -0.0032376935350920981 0.0019422221067066704 -0.0016465485509275866 0.0010579708689424981 -0.00010458297533806724 0.0033295295280440654 0.00049810074957280976 -0.0032356000102561309 0.0015404368887399302 -0.0029127757926032389 0.0012424805632996218 -0.0028385472295104079
leaf_weight=9.5200282409787196 11.212115697562693 4.177005086094141 3.1349527910351762 16.982554391026497 32.069094367325306 4.8361456319689813 11.631190866231917 5.6717729717493048 1.3012241795659054 3.3820388987660399 3.4953816980123582 4.3545542545616618 6.211628369987011 2.9318360984325391 4.0823581032454959 5.4493891075253478 4.5397158935666111 3.2588039189577156 4.7028172835707656 6.7447960637509823 10.510831370949747 7.7310684025287619 3.5822888985276213 3.2204706594347945 4.9237928166985494 2.3036062121391296 1.7173277139663694 3.1420385651290417 5.4064959622919488 116.61354761943221
leaf_count=117 152 42 33 143 298 35 98 25 16 28 22 40 61 19 34 31 38 34 70 42 83 52 24 17 32 33 12 33 35 2211
internal_value=0 0.00102839 -0.00191279 0.00140372 0.00181943 0.00113953 0.000444162 -0.00241899 -0.00254754 -0.000604068 -0.000512279 -0.00135613 -0.00142767 5.61162e-05 0.000297107 0.000776563 1.53285e-05 0.00117744 -0.000964663 -0.000195662 -0.00108948 -0.000500351 0.0022673 -0.00044117 0.000356462 0.000770201 -0.00119577 -0.000830604 0.000116765 -0.00279727
internal_weight=0 115.258 193.583 104.046 90.7252 58.6561 41.6736 142.19 136.518 26.4601 51.393 25.1609 13.3205 7.10884 26.2321 22.1498 16.7004 12.1607 18.6035 13.9007 23.078 18.2419 15.2135 15.6409 11.2863 10.7657 4.02093 8.06583 8.6653 117.915
internal_count=3910 1035 2875 883 761 463 320 2442 2417 198 433 239 122 61 194 160 129 91 190 120 170 135 122 122 82 87 45 65 69 2227
is_linear=0
shrinkage=0.00296579


Tree=49
num_leaves=31
num_cat=0
split_feature=1 12 4 151 16 52 160 13 49 31 150 2 0 4 4 52 2 42 3 50 160 2 484 1 3 49 13 47 2 48
split_gain=45.4486 13.8529 10.3992 9.04639 6.04607 7.69112 5.38503 5.32241 6.10648 4.94924 4.05962 3.97787 3.94682 3.71522 4.4489 3.58363 3.99473 3.51598 3.98793 3.41413 3.19495 3.04338 2.78644 2.69504 2.65854 3.03224 3.57451 2.46155 2.15076 2.09444
threshold=0.10398500000000001 0.080120000000000011 0.27020000000000005 -0.27336999999999995 0.27608500000000008 -0.048794999999999991 -1.0000000180025095e-35 -0.09547499999999999 -0.081629999999999994 -1.0000000180025095e-35 0.083205000000000015 0.092175000000000021 -0.040094999999999992 -1.0000000180025095e-35 -0.48072499999999996 0.11588000000000002 0.099990000000000009 0.078965000000000021 -0.0095549999999999993 0.11901000000000002 0.084100000000000022 0.086245000000000002 0.085405000000000023 0.08844500000000001 -0.12008499999999998 0.0047850000000000011 0.025140000000000006 0.11861000000000001 0.089910000000000004 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 9 4 -4 5 -2 -7 15 20 -1 13 21 29 14 -11 16 23 18 -16 27 -9 -12 -20 28 25 26 -10 -5 -3 -8
right_child=2 7 3 19 -6 6 12 8 24 10 11 -13 -14 -15 17 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042831290049688006 0.0024280317444636003 -0.0034279127191270192 -0.0037072070002318776 0.003386399667521378 -0.0021946696423643247 -0.0031517957376749916 -0.001281413924806415 -0.0018135971765073898 0.0010560141091326568 -0.0029178620908998742 0.0020255538627465034 0.0029604211433104984 0.0038555653784828206 -0.0025560433522354197 0.003053451160637234 -0.0039254382411947992 0.0025673272955084266 -0.0032758047796128962 -0.0016407679617260642 -0.00073030052800683034 0.0026686108191098946 -0.0024432792923442725 0.0025594696487325447 0.0031917930605197421 -0.0032106667237222627 0.002395613565169145 -0.0036226772306668753 1.7411913491105495e-05 -0.0004310131588688566 0.0017975814997583744
leaf_weight=2.3255493640899649 15.795335069298742 4.7991910018026882 2.5177606269717208 29.820816025137901 10.424445666372774 6.5045392587780944 8.4465292282402462 3.9586774818599215 2.5384475812315923 5.8119920939207068 2.7210076563060266 5.8394613638520241 3.0327705293893858 14.382816694676878 6.3048496209084979 3.5728584453463546 4.1414135210216036 2.4128266312181941 6.0674506723880786 2.7663464546203604 3.1568216606974602 4.4117283299565315 2.4480540826916695 1.3590968027710904 85.425194006413221 1.8679232448339451 6.2275054417550564 2.6042753085494033 5.8906961940228939 3.4309012293815622
leaf_count=23 171 84 18 348 139 57 63 56 20 75 25 45 27 161 49 55 25 19 53 17 26 36 18 19 2077 17 95 19 45 28
internal_value=0 -0.00188178 0.00107431 0.0023781 4.21806e-05 0.000668837 -0.000628731 -0.00249294 -0.00279557 -0.000456765 -0.000675472 0.000926576 0.00047195 -0.00123073 -0.000403579 -0.000913053 -0.000248286 0.000444378 0.00105004 0.00281348 0.000174954 -0.000738502 -0.000433275 -0.00121605 -0.00301561 -0.00144865 -0.00226782 0.00311581 -0.00177646 -0.000392019
internal_weight=0 175.664 85.3437 37.7092 47.6345 37.2101 21.4147 122.938 103.175 52.7257 50.4002 12.9722 14.9102 37.428 23.0452 19.7633 16.1904 17.2332 14.8204 35.1914 7.1155 7.13274 8.5155 12.049 96.0591 10.6339 8.76595 32.4251 10.6899 11.8774
internal_count=3910 3023 887 402 485 346 175 2519 2291 504 481 106 118 375 214 228 173 139 120 384 82 61 71 148 2209 132 115 367 129 91
is_linear=0
shrinkage=0.00332321


Tree=50
num_leaves=31
num_cat=0
split_feature=1 12 12 16 2 3 3 48 38 50 457 52 51 474 4 1 14 484 0 13 16 151 0 47 15 47 48 43 150 15
split_gain=72.4415 17.5032 16.2566 12.0586 9.47197 6.8224 6.43518 6.09652 5.59005 5.2683 5.12213 4.80242 4.4301 4.78737 4.04389 3.71302 3.70923 4.79241 3.56803 2.79978 2.71938 4.72429 2.52782 2.31321 2.62304 2.21066 3.74766 2.19757 2.14802 2.04897
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 -0.072804999999999981 0.114165 0.097615000000000021 -0.115685 0.11930500000000001 0.11976000000000002 0.11941000000000002 0.081330000000000013 0.26391000000000003 -0.10145999999999998 0.084655000000000022 -0.064054999999999987 0.093575000000000019 0.073890000000000011 -1.0000000180025095e-35 -0.070174999999999987 0.086705000000000018 -0.092014999999999986 -0.0074049999999999993 0.059810000000000009 0.096475000000000019 0.035895000000000003 0.10070000000000003 0.11280000000000003 -0.50992999999999988 0.083855000000000013 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 8 12 7 10 6 16 11 25 14 -5 23 -1 15 -6 18 17 -4 20 -19 21 -14 -21 24 -3 29 -27 -8 -17 -2
right_child=1 3 5 4 9 -7 27 -9 -10 -11 -12 -13 13 -15 -16 28 -18 19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0023661819278376537 0.0029589512374236446 0.0026760591211110419 -0.0029875574840611549 -0.0022620284677580048 -0.0010010322437920647 0.00067770231158897389 0.00094985689970136355 -0.0011970929941262211 -0.0014804111680339488 -0.0023166387612563841 0.0018447401812141473 -0.0013203849837146648 0.0016083002641963588 0.0019196452750238069 0.0026560166720135084 -0.00012299282887819044 -0.0027761675630266895 0.0016314446186615459 0.0004843510390074643 -0.0027866055251122182 -0.0024268584238954804 -0.0018521077050265044 0.0012809720335801502 0.00024524736973210976 0.0004770225722414907 -0.00070243828715515024 0.0029738618580654893 -0.002446174374674392 0.0024303192291616612 0.00072524268747879695
leaf_weight=6.5307201258838168 29.445035010576248 19.633558027446281 3.0232394486665735 20.766752142459158 2.6690905131399623 5.6357638239860526 1.2560726515948761 5.8925526514649382 2.4816365092992774 2.6888338774442664 2.1895050704479209 3.2224676460027686 4.0556987076997775 6.4570259079337111 7.5502116903662673 4.8401038870215398 4.6329361945390692 6.9205508567392826 8.7546036541461962 2.3186623714864254 9.9288866259157675 7.0382953397929633 1.747273616492748 4.2985274270176879 4.3150456249713889 3.503887027502059 3.737373098731041 116.62476876750588 3.8644195646047592 2.9461922943592063
leaf_count=85 283 175 33 250 24 25 16 40 14 23 15 26 24 40 58 31 70 42 57 33 95 75 12 26 26 19 33 2211 26 23
internal_value=0 0.000925982 -0.00163058 0.000171536 -0.000886209 -0.00207583 -0.0021895 0.00118688 0.00223779 0.000863997 -0.00187034 0.00163327 -0.000400814 -0.000115199 0.00170086 -0.000456632 -0.000795294 -0.000140231 -0.000885521 0.000643291 -0.00145598 -0.000587065 -0.00103863 0.00197022 0.00227984 0.00247061 0.00119498 -0.00240999 0.00101056 0.00275578
internal_weight=0 115.341 193.629 73.2265 35.8644 142.159 136.524 37.3622 42.1141 12.9081 22.9563 31.4696 51.4698 44.939 10.2193 38.482 18.6427 14.0097 29.7775 10.9865 21.0229 11.094 4.06594 28.2471 23.9486 39.6325 7.24126 117.881 8.70452 32.3912
internal_count=3910 1035 2875 663 370 2442 2417 293 372 105 265 253 433 348 82 308 190 120 251 87 194 99 45 227 201 358 52 2227 57 306
is_linear=0
shrinkage=0.00255377


Tree=51
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 0 4 121 9 38 14 47 15 447 457 42 122 484 49 52 0 4 4 15 0 2 42 4 457
split_gain=53.1377 13.6312 12.7283 9.23633 8.50093 7.36972 6.11926 6.00432 5.17307 5.07836 4.96684 4.47467 4.84595 4.19946 4.27781 3.84507 3.7903 3.7156 3.2581 3.17481 3.06483 3.25427 7.1682 5.44767 4.64426 3.58126 3.48843 2.65649 3.61524 2.1245
threshold=0.10113500000000002 -1.0000000180025095e-35 0.083325000000000024 0.16699000000000003 0.22584000000000001 1.0000000180025095e-35 -0.060094999999999989 0.39574000000000004 -1.0000000180025095e-35 -0.016839999999999997 0.11976000000000002 -0.46879999999999994 0.10843500000000002 0.083185000000000023 0.085135000000000016 0.081330000000000013 0.092635000000000009 0.09197000000000001 -0.0043499999999999988 0.14121000000000003 0.18936500000000003 -0.13027499999999997 -0.0037349999999999992 -0.48072499999999996 -0.0058549999999999991 -0.088084999999999983 0.090695000000000012 -1.0000000180025095e-35 -0.34687499999999999 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 10 9 4 8 11 7 29 -3 -1 17 -6 -13 14 18 19 27 -2 -11 -10 21 24 23 -23 26 -25 -20 -8 -29 -4
right_child=1 3 6 -5 5 -7 16 -9 15 13 -12 12 -14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0033624287651462729 0.002450332948809488 0.0028321145828746736 -0.0023514288174313739 0.0025701714162508511 -0.0018190825435638691 -0.0031199086186864868 -0.002186608060905604 0.0030168596423473752 -0.0021990628836740852 -0.0023399467313772898 -0.0015307231262421941 0.0021038957371746795 -0.0010816246865083202 -0.0027672161440208398 0.0027780115443519549 0.001073765637409006 -0.0026890872245827484 -0.0011995327019759857 -0.0014693762687409122 0.00048889168040008445 -0.0029546402862482726 -0.0019865499290833825 -0.0025572201469101848 -0.0011746058717710505 0.0031360690914511717 0.0022499599375076377 0.0011937429910494489 -0.00049214886650543498 0.0024801105648680965 -0.00099195387521557304
leaf_weight=1.9991971552371968 31.464141272008419 1.8176397085189844 94.139016330242157 8.0416991934180242 2.7146267369389596 2.7396047338843337 2.6936554759740838 1.3517537862062443 20.366690669208772 5.8471136987209311 2.2868183553218833 17.470155298709873 3.5381892621517173 5.2903893664479247 2.419935278594493 3.1622293367981902 4.1329060196876517 1.8177532851696003 5.7081018723547441 3.1223968416452399 2.6262047439813605 4.3835503980517325 8.688742939382804 2.5543022826313901 3.6523481458425442 7.1424294114112925 6.4604896456003189 7.0992490984499454 3.9100126661360264 7.6586206629872313
leaf_count=17 338 18 2083 80 20 20 37 10 261 66 14 155 24 75 20 21 78 12 42 24 28 51 102 32 21 46 44 50 27 94
internal_value=0 0.000779468 -0.00149301 8.56495e-05 -0.000278072 0.000734734 -0.00194801 -0.00218014 -0.0012195 -0.000523398 0.00200785 0.00117988 0.0015674 -0.000665228 -0.000440498 -0.00149582 -0.000605542 0.00225099 -0.00060599 -0.00184175 -0.000360003 -0.000183427 -0.00078428 0.000309776 0.000681302 0.00134786 -5.54859e-05 2.28716e-05 0.000563469 -0.00224915
internal_weight=0 98.5419 177.758 62.9732 54.9315 26.4626 120.985 103.149 28.469 56.7728 35.5687 23.723 21.0083 54.7736 49.4832 26.6513 17.8358 33.2819 47.0633 23.4891 41.2162 38.59 22.769 14.0803 15.8209 9.69673 12.1686 13.7029 11.0093 101.798
internal_count=3910 987 2923 623 543 219 2379 2187 324 544 364 199 179 527 452 306 192 350 432 285 366 338 231 129 107 78 86 114 77 2177
is_linear=0
shrinkage=0.00248218


Tree=52
num_leaves=31
num_cat=0
split_feature=1 12 12 16 2 3 50 4 3 38 48 52 457 16 1 15 13 14 484 151 4 4 13 15 50 51 43 47 0 52
split_gain=65.2505 16.6711 14.835 10.8829 6.89924 6.53235 6.08557 5.96365 5.76655 5.2212 5.18272 5.88241 4.72025 3.9769 3.82043 4.17797 3.49101 3.37383 4.41396 3.16656 2.65544 3.93395 2.64015 2.49199 2.41482 2.37956 2.26448 2.14592 2.10487 2.08273
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 -0.069144999999999984 0.11260500000000001 0.097615000000000021 0.11941000000000002 -0.064054999999999987 -0.115685 0.11976000000000002 0.11930500000000001 0.26391000000000003 0.081330000000000013 -0.5152199999999999 0.085990000000000011 -0.038029999999999987 -0.00059999999999999995 0.073890000000000011 -1.0000000180025095e-35 -0.0074049999999999993 -0.48072499999999996 -0.17479499999999998 0.086705000000000018 0.024640000000000006 0.084340000000000012 -0.23593999999999998 -0.50992999999999988 0.096475000000000019 0.033525000000000006 -0.0093349999999999978
decision_type=2 2 2 2 2 2 2 2 2 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 14 10 12 8 7 -6 17 25 11 24 -5 -12 15 -1 29 18 -4 -18 -17 -22 -20 -23 27 -2 -10 -3 -24 -16
right_child=1 3 5 4 6 -7 -8 -9 26 -11 13 -13 -14 -15 16 20 19 -19 22 -21 21 23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022712715227603823 0.00021486535482993107 0.0022287780681395151 -0.0027422183601183252 -0.0020585366352994781 -0.0015168637588000883 0.00058051659908448384 -0.0027682532301853582 0.0024201902457474792 0.00096591442863655768 -0.0013102361170134434 -0.0026062437308889694 -0.001420577610888602 0.0020449731476912592 0.0011560457518076004 0.0024644397937035019 -0.0018815360137870564 0.0008684222525991664 -0.0025455022347731743 0.0013629728992189359 -0.0011939180180388226 0.0025351675336774578 0.00045458412621090036 -0.0025593023240961434 -0.0022760945765853309 -0.00046774371876938289 0.0023757155169277923 -0.0022274560953213993 0.00036414289713179981 0.00081979616531826117 0.00012618806979856128
leaf_weight=9.5958979278802889 3.0502331480383864 21.256328202784072 2.9778453595936307 18.906147506088022 2.9841932579874983 5.6466270983219138 2.5580788031220427 7.2743064239621154 1.2347527816891659 2.4836819320917121 3.5924984961748123 3.73964525386691 1.6786601468920697 2.7116682827472678 4.8563817888498306 4.189164660871028 6.7663342207670238 4.4981799572706214 6.8896024785935879 10.371075812727211 3.1315196156501761 4.874039612710475 2.2204451747238636 2.9509882815182209 2.5400323048233977 34.572530679404736 112.39531166851521 4.0397767424583426 1.8658715710043905 3.6848967820405978
leaf_count=117 22 189 33 235 28 25 22 58 16 14 27 32 13 15 32 40 39 70 42 99 17 32 32 33 22 336 2211 22 13 24
internal_value=0 0.000773556 -0.00149124 9.29982e-05 -0.000882868 -0.00188969 0.000467924 0.0012749 -0.00199529 0.00198311 0.000953487 0.0013411 -0.0017239 -0.000987936 -0.000402854 -0.00106052 0.000230817 -0.000779259 -0.000209887 -0.000379648 -0.00029343 0.000313772 0.000477152 -0.000575214 0.00171211 0.00220053 -0.00219276 0.001931 -0.00101636 0.00145567
internal_weight=0 111.388 188.149 71.2813 33.4014 137.729 12.8166 10.2585 132.082 40.1064 37.8799 31.5758 20.5848 6.30417 50.4203 24.7416 25.6787 18.4519 13.9538 17.1374 15.1457 10.9565 10.9759 7.82503 27.8361 37.6228 113.63 25.2961 4.08632 8.54128
internal_count=3910 1035 2875 663 356 2442 108 86 2417 372 307 265 248 42 433 239 194 190 120 138 122 82 87 65 233 358 2227 211 45 56
is_linear=0
shrinkage=0.00234521


Tree=53
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 0 16 47 47 148 15 14 47 447 484 42 52 41 38 13 0 1 51 48 0 15 49 457 48
split_gain=45.5086 11.7309 11.6089 8.22678 7.45349 6.54288 5.7532 5.70919 4.70545 5.24464 4.68024 4.40722 4.1444 4.48504 3.74518 3.60918 3.51117 3.2271 2.80159 3.13093 3.29709 4.09516 5.76248 2.86373 2.95031 4.26551 2.7322 2.66148 2.48974 3.66853
threshold=0.10113500000000002 0.083325000000000024 -1.0000000180025095e-35 0.16699000000000003 0.22584000000000001 1.0000000180025095e-35 -0.060094999999999989 -0.50763499999999995 0.084155000000000021 0.10976000000000001 -1.0000000180025095e-35 0.083185000000000023 -0.46879999999999994 0.10843500000000002 0.085135000000000016 -0.0043499999999999988 0.092635000000000009 0.18936500000000003 0.091290000000000024 1.0000000180025095e-35 -0.00059999999999999995 -0.080229999999999982 1.0000000180025095e-35 -0.097124999999999989 0.086285000000000014 -0.11287999999999999 0.024640000000000006 0.14121000000000003 0.083995000000000014 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 10 12 7 -3 26 -10 -4 14 -6 -14 15 -1 -8 18 19 20 21 22 -17 -22 25 -25 -2 -12 -9 -30
right_child=2 6 3 -5 5 -7 16 28 9 -11 27 -13 13 -15 -16 17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0029549687992710474 0.0035661026755793176 0.00095075312902280365 0.0019617780111640124 0.0032373101205427578 -0.0023300906573717659 -0.0039388469410353236 3.2478634737460749e-05 -0.0030619434403617455 -0.0020078216872032721 0.0027749592034520122 -0.0024195524382399948 -0.0035259728676105867 0.0026384405042586398 -0.0013414947424343136 0.0035342526973477458 -0.0035169851428928211 -0.0034415479989071411 -0.0037628401559251746 -0.003476596331859099 -0.0023860140268204657 -0.003457055398674734 0.0042929589283948952 0.0023604458285955265 0.0036996245850305842 -0.0014647655315340492 -0.00035248220803287895 -0.00010896762590886669 0.00081007648660240579 -0.0034488124963421092 0.0011252122159887317
leaf_weight=5.5523545295000067 21.570778094232086 4.0890694968402377 3.4650623127818134 7.4899699389934531 2.6135249435901704 2.5539014339447013 13.432729352265598 83.515293147414923 4.3785991892218572 5.0185782834887505 20.654388152062896 4.8555552773177615 16.580801665782932 3.4969336539506903 2.4233093485236159 2.5138668678700924 3.8084946051239958 2.4571078196167937 2.2159920297563067 4.1662199459969989 2.4709019549190989 4.4836968630552274 5.2640138417482376 4.3231552690267527 6.6972168572247019 6.8441855125129312 2.2814372703433028 2.9776256345212451 3.4819019027054301 3.6769141033291817
leaf_count=66 271 44 28 80 20 20 114 2051 26 46 273 75 155 24 21 37 78 28 35 43 42 32 35 24 46 60 21 23 62 30
internal_value=0 -0.00184135 0.000947554 0.000106798 -0.000341167 0.000907388 -0.00243181 -0.00274054 0.00246049 0.00054643 -0.00150439 -0.000622679 0.00145283 0.00194526 -0.000337382 -0.00053705 -0.000734915 -0.000213056 1.07094e-05 0.000220915 0.000554106 0.00186212 0.000460818 -0.00023458 0.00021113 0.00121619 0.00321459 -0.00201262 -0.00290701 -0.0010995
internal_weight=0 166.272 93.0816 59.8322 52.3422 25.2452 112.004 94.7632 33.2494 9.39718 27.0971 54.2676 22.6913 20.0777 49.412 46.9887 17.2412 41.4364 38.9792 36.7633 32.597 12.2616 7.77788 20.3355 17.8646 11.1673 23.8522 23.632 90.6741 7.15882
internal_count=3910 2923 987 623 543 219 2379 2187 364 72 324 544 199 179 469 448 192 382 354 319 276 104 72 172 130 84 292 296 2143 92
is_linear=0
shrinkage=0.00319361


Tree=54
num_leaves=31
num_cat=0
split_feature=1 52 12 159 39 3 3 3 457 15 3 376 14 484 160 50 3 16 475 13 15 4 15 47 1 150 43 13 0 4
split_gain=59.1831 15.2104 14.1662 10.9663 7.90066 7.20333 6.69461 6.16028 6.02316 7.67811 3.98163 3.91884 3.48896 4.54391 3.46176 3.29537 3.38977 3.02768 3.84283 2.93076 3.45245 4.52531 2.94139 2.48136 2.46345 2.36638 2.21162 2.11548 2.37421 2.09211
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 0.005105000000000001 0.097615000000000021 0.31335500000000011 -0.115685 0.081330000000000013 -0.22917999999999997 -0.15121499999999996 0.048695000000000009 0.073890000000000011 -1.0000000180025095e-35 -0.082969999999999988 0.11515000000000002 -0.005644999999999999 0.081265000000000018 -0.061639999999999993 -0.076384999999999995 0.035895000000000003 -0.016464999999999997 -0.053579999999999996 0.096475000000000019 0.092550000000000007 0.094620000000000024 -0.50992999999999988 0.086705000000000018 0.059810000000000009 -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 10 15 6 7 8 12 9 -5 -1 17 13 -4 -11 16 -3 18 -12 22 21 -21 -16 -23 -13 29 -9 -15 -29 -20
right_child=1 3 5 4 -6 -7 -8 26 -10 14 11 24 -14 27 19 -17 -18 -19 25 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016731506314069426 -0.0021793393910533804 -0.0014485981016060319 -0.0031529438662216097 0.0021745313924639675 0.0027491418688009822 0.0009456705274499635 0.0028898438845074903 0.0011637509538461469 0.0026978727592831169 -0.0033289288135103404 0.0017706745888701747 -0.00015228330222423291 -0.0029277823141255696 0.0016644525687122334 -0.00033864437451014417 -0.0027006550812611247 0.0025107770440273187 -0.002960645329574102 -0.00057577094528586301 0.0028912667747147064 -0.0031797931266870044 0.00064145494857283298 0.0029923451007442814 -0.0023222824704657824 0.0028947779274522507 0.00066871292390884517 -0.0025314929977079998 -0.0029188629005186201 0.0014305590173996176 -0.002337510693615384
leaf_weight=6.1490664407610884 10.348442673683165 3.9446870498359203 2.7627007924020299 9.4217522963881404 29.769799418747425 5.4724640697240821 11.164317473769186 1.2052906416356552 7.8044909238815299 3.1800737865269211 3.9127297401428249 5.1273073032498342 4.0867525041103354 6.7298254370689392 4.8283749297261238 5.4519537836313248 2.6642430350184423 5.2824965529143801 9.2217614389956033 2.6036368981003717 3.9909509047865859 3.3801208958029871 3.2699176967143995 5.3910524360835552 3.1500987559556961 4.4281716868281356 101.42896146327257 1.975319925695658 1.7325092330574987 10.719650890678167
leaf_count=36 152 42 33 82 298 25 114 16 62 28 27 32 70 42 31 61 19 82 76 18 30 25 24 49 24 29 2211 33 12 127
internal_value=0 0.000945735 -0.00161745 0.0012796 0.0016237 -0.002097 0.00101492 -0.00223584 0.000537786 7.03528e-05 -0.000364458 -0.000663902 -0.00073821 -6.03315e-05 -0.000673715 -0.00113995 0.000147536 -0.00107604 -0.000724042 -0.000313855 -0.00100964 -0.000248228 0.00100634 -0.00118016 0.00100732 -0.00112459 -0.0024881 0.00075824 -0.000886565 -0.00152281
internal_weight=0 107.214 173.385 96.8654 84.8045 125.394 55.0347 119.921 43.8704 36.0659 47.9913 41.8422 17.2871 13.2004 26.6441 12.0609 6.60893 33.5648 28.2823 23.4641 15.3658 11.3748 8.09829 8.77117 8.27741 24.3696 102.634 10.4377 3.70783 19.9414
internal_count=3910 1035 2875 883 761 2442 463 2417 349 287 433 397 190 120 205 122 61 341 259 177 122 92 55 74 56 232 2227 87 45 203
is_linear=0
shrinkage=0.00271187


Tree=55
num_leaves=31
num_cat=0
split_feature=1 12 1 13 0 1 1429 4 47 42 4 4 2 4 3 51 52 47 48 51 51 159 403 1213 52 12 3 15 1 3
split_gain=42.4142 14.0449 11.4211 8.95549 8.69205 6.91897 6.4317 6.25137 8.49983 5.75562 7.94436 5.30354 4.89793 4.5578 4.43106 3.99487 3.78961 3.68145 4.95885 3.40629 6.24178 3.03506 2.81985 4.49707 2.6093 2.27568 2.16323 1.97222 1.77485 1.68048
threshold=0.094485000000000013 0.090840000000000018 0.13026000000000001 -0.0024749999999999993 -0.060094999999999989 1.0000000180025095e-35 0.084710000000000021 -0.16401499999999997 0.096475000000000019 0.092635000000000009 -0.49837999999999999 0.22584000000000001 0.10742000000000002 0.074650000000000008 -0.115685 0.12342500000000002 0.26391000000000003 0.083670000000000008 0.10417000000000001 0.077145000000000005 0.086360000000000006 0.08894500000000001 0.03138500000000001 -1.0000000180025095e-35 0.10062000000000001 0.098355000000000012 0.11476000000000001 1.0000000180025095e-35 0.12646500000000002 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=4 3 11 16 5 26 13 -5 15 10 24 -3 21 19 -14 27 17 -2 -19 22 -21 -12 29 -24 -6 -13 -1 -9 -10 -7
right_child=1 2 -4 7 9 6 -8 8 28 -11 12 25 14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027976732774808418 0.0031458772714213169 -0.0029375986047340289 0.0023402065114873391 -0.0026086162282099299 -0.0034120975373709765 -0.0030118508164779603 0.0033188606621892946 0.0027128101996219422 -0.003206712865835694 -0.0030986567095258755 0.0037215329752277601 -0.0021329662888768066 0.0025672883152844379 0.0019930089046472877 -0.0033309077819006069 -0.0018006807168431573 -0.0016076775698526025 -0.00081480251292830042 0.0035188847148337073 0.0026795818267352852 -0.0021035786914077072 0.00041860219567792787 -0.0031176965571107365 0.004252244869630592 0.00087895591432267416 0.00098988956347442563 -0.00014118281862953236 0.00014494376433313611 2.6879005433412656e-05 0.00075607987905021196
leaf_weight=72.363546788692474 28.235434532165527 15.98850265517831 7.3986598178744307 5.584932353347539 5.1373118683695838 19.759241960942752 2.688018459826707 15.458200521767148 4.3583559691905966 5.3509091436862937 7.3675482496619207 3.1996822059154493 1.88043637573719 3.1140982173383227 2.9163982421159753 2.4513290897011748 2.0254035256803027 5.6331226564943773 4.0913157612085342 3.8277103938162309 6.7979289032518864 3.7775524109601974 1.6014066152274611 1.3866713233292092 1.6905406042933462 6.0642348974943161 2.8602507561445227 3.2489345036447039 2.3425119519233704 1.1228288523852814
leaf_count=1773 352 294 76 63 71 408 20 148 36 90 42 21 12 26 46 14 20 37 41 32 80 22 43 19 13 45 15 22 18 11
internal_value=0 0.000701455 -0.000933363 0.00142839 -0.0017964 -0.00216001 -0.00115825 0.000284355 0.000864306 -0.000302642 0.000354423 -0.00189248 0.00151257 -0.00147823 -0.00101872 0.00179559 0.00238528 0.00259833 0.00100849 -0.0017916 -0.000380524 0.00260203 -0.00241972 0.000302457 -0.00234966 -8.87196e-05 -0.00269666 0.00226684 -0.0020763 -0.00280925
internal_weight=0 106.081 32.6511 73.4295 143.642 115.522 40.2979 33.4443 27.8593 28.1207 22.7698 25.2524 15.9419 37.6099 4.79683 21.1585 39.9853 37.9599 9.72444 34.4958 10.6256 11.1451 23.8701 2.98808 6.82785 9.26392 75.2238 18.7071 6.70087 20.8821
internal_count=3910 1187 436 751 2723 2427 639 301 238 296 206 360 122 619 58 184 450 430 78 593 112 64 481 62 84 66 1788 170 54 419
is_linear=0
shrinkage=0.00299599


Tree=56
num_leaves=31
num_cat=0
split_feature=4 12 151 14 43 3 3 49 13 1456 16 52 40 45 3 1 160 1 16 3 52 52 52 42 43 16 12 15 52 151
split_gain=37.2052 22.888 8.05821 6.44482 7.70367 7.22348 6.32413 6.07795 4.78307 4.60241 4.50178 4.24863 3.33556 3.15735 2.98499 2.64643 2.38254 5.17732 2.36107 2.40639 3.48794 3.80957 2.7227 3.87653 2.23494 3.70061 2.5763 2.11749 1.99412 3.30779
threshold=0.27608500000000008 0.080120000000000011 -0.27336999999999995 0.077685000000000018 -0.049504999999999987 0.30601500000000009 0.097615000000000021 -0.062504999999999991 0.28269500000000009 0.091180000000000011 0.15737500000000001 -0.048794999999999991 -1.0000000180025095e-35 0.093765000000000015 -0.015794999999999997 0.086245000000000002 0.084100000000000022 0.11866500000000001 -0.17157499999999998 -0.100615 -0.12272499999999999 -0.090304999999999983 0.0033900000000000002 -1.0000000180025095e-35 -0.07526999999999999 -0.30307999999999996 0.087020000000000014 0.024640000000000006 -0.010284999999999997 -0.0095999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 10 7 11 15 -4 12 16 -6 -7 -14 -1 17 -3 24 20 -20 -22 -23 -24 25 -9 -26 -13 -16 -30
right_child=2 6 9 -5 5 13 -8 18 -10 -11 -12 27 14 -15 28 -17 -18 -19 19 -21 21 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.00040982278168372627 -0.0034748264767680464 -0.0038308289666806388 0.0028223964760792338 -0.0036864178776998403 -0.0028022750609986071 0.0037033086467801266 0.00096396379144965405 -0.0018380938036882731 -0.0016655626455650107 -0.0026091778592233499 -0.0031921467114578621 -0.0031875732528522226 0.0026099890793217571 -0.0011937331340281052 -0.0013986136417346133 0.0031394945803272551 0.0036204224801568022 0.0037588321026533161 -0.0035309830326490793 -0.0030552939664033321 0.003020874354335683 -0.0036453774715537739 -0.0033970502835091588 0.0022078926345789648 0.00093691862949417729 0.005097416057700462 -0.0037093177237147823 7.5291331773695141e-05 0.0034901047937922394 -0.00049195836438891186
leaf_weight=4.921976935118443 2.4612822495400897 1.9797652326524251 33.678304992616177 4.4261102825403205 5.1966537311673191 5.5760401524603358 6.3208738565444937 1.919863894581795 3.4337476752698413 1.7050002738833416 7.6670151911675921 5.4355496540665609 3.9503814876079586 1.8155593574047086 11.169038780033594 14.818086255341766 2.9695831052958965 1.7716987207531927 7.1294489167630699 73.295461006462574 2.3319971524178991 3.8874549567699397 2.1770520731806755 3.1279634404927492 1.7970593720674495 1.3724138326942918 4.0155380591750145 3.3406211137771606 2.9050115272402826 8.5769459344446535
leaf_count=45 20 31 408 45 62 64 33 35 31 13 108 96 27 14 84 167 21 18 136 2062 17 70 53 32 19 15 56 30 17 81
internal_value=0 -0.00132303 0.00216814 8.80677e-05 0.000326625 -0.000425673 -0.0021781 -0.0023485 0.00184775 0.00256067 -0.000973725 -0.000467708 -0.000438828 0.00250047 2.28776e-05 0.00245888 0.00146205 -0.00024647 -0.00263693 -0.00279207 -0.0017578 -0.000660848 -0.00159485 -9.22425e-05 -0.00107023 0.00105303 -0.00227286 -0.00194557 -0.00042832 0.00051553
internal_weight=0 197.329 37.8446 74.4566 70.0305 46.8566 122.872 116.551 23.1738 35.3833 39.465 15.4972 31.798 7.3916 26.6014 19.7401 6.72105 3.75146 101.054 91.9494 18.6539 11.5245 9.19247 5.30502 9.10488 3.29228 5.8126 8.77617 22.651 11.482
internal_count=3910 3469 441 745 700 457 2724 2691 243 421 379 196 271 78 209 212 70 49 2495 2370 308 172 155 85 125 50 75 126 182 98
is_linear=0
shrinkage=0.00322531


Tree=57
num_leaves=31
num_cat=0
split_feature=12 16 1 13 49 52 160 160 4 47 13 42 48 51 47 14 48 15 16 133 4 12 4 2 4 475 3 42 484 49
split_gain=33.0005 12.1615 10.0729 7.3967 5.38086 5.57983 4.32675 6.52803 4.19149 6.14578 3.52905 3.85289 3.50433 3.31693 3.19682 5.78581 3.56906 2.97265 2.88877 2.79341 2.76674 2.7563 2.3036 2.49443 2.19354 2.11019 1.95321 4.21551 2.64413 1.86777
threshold=0.051320000000000005 -0.17157499999999998 0.092550000000000007 -0.0024749999999999993 -0.062504999999999991 -0.048794999999999991 -1.0000000180025095e-35 0.085065000000000016 -0.16401499999999997 0.09252500000000001 -0.094679999999999986 0.078965000000000021 0.11930500000000001 0.12190000000000002 0.084155000000000021 0.019255000000000005 0.10417000000000001 -0.008624999999999999 0.67964000000000013 -1.0000000180025095e-35 -0.44477499999999992 0.095175000000000023 -0.013929999999999998 0.10274500000000002 0.26790000000000008 -0.014939999999999997 -0.100615 0.085465000000000013 0.079595000000000013 -0.065249999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 17 14 5 22 24 12 -5 13 11 -6 19 29 15 -4 -16 -1 26 -8 -19 -21 23 -3 -2 -22 27 28 -12 -10
right_child=1 4 3 8 10 -7 7 -9 9 -11 18 -13 -14 -15 16 -17 -18 20 -20 21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016606278466746987 -0.0033227117708220463 -0.0023118561909884344 0.0030964903047210547 -0.0023177536606151755 0.00082455715066042669 -0.0027540680016314616 -0.00038104068652753699 -0.0027460887653438103 0.00032319522082978368 -0.0016865648097540869 -0.003085896786558311 -0.0025322364802297698 -0.0017138714405985894 -0.0016512263523231977 -0.00079674502159063874 -0.0032820278797077961 0.0032353985318225136 -0.0019903605316806076 0.002068110159748861 0.0050081148945593911 0.0029012857492108557 0.0018627432233284209 0.0031273661322486924 0.0022865409428181136 0.0011144561414247098 8.0966135728124903e-05 -0.0028081627126011937 0.0015721202250239248 0.00024287034219755709 0.0025420969007496552
leaf_weight=15.182348117232324 3.7160578686744001 2.1354571133852005 23.931707326322798 4.5399262309074429 6.0342973098158819 4.5866450145840627 2.7848397679627004 3.4987059943377963 4.3112577833235362 6.7517448700964442 9.6507363654673082 5.6596289444714785 2.2466038465499869 2.4355790242552748 5.1759917512536031 1.2795657403767098 2.9399943612515926 3.6680914908647528 1.1559775751084078 3.5560369081795162 3.2825735062360755 7.1926308572292328 3.3785386718809605 1.907656993716955 1.2791519127786157 7.316008521243929 64.068707268685102 2.8352398518472901 2.5838094986975184 13.041731387376784
leaf_count=176 60 24 348 52 37 87 32 55 38 60 210 125 16 15 34 11 37 51 22 29 25 64 32 18 19 71 1971 32 26 133
internal_value=0 -0.00162509 0.000655374 0.00130277 -0.00205985 -0.000219926 0.000237536 0.000865602 0.000277197 0.000721083 -0.00230004 -0.000800065 0.00166637 0.00154256 0.0022592 0.00277276 0.000663888 -0.000760535 -0.00251849 0.0022275 0.000197328 0.00290334 0.0013462 -0.000142201 -0.00218646 0.00095447 -0.00258549 -0.0016388 -0.0023829 0.00199082
internal_weight=0 128.271 93.8565 64.4075 103.997 12.0083 24.274 19.2788 31.0802 26.5403 91.9884 11.6939 15.7801 19.7886 33.3273 25.2113 8.11599 29.449 80.2945 13.5335 14.2667 10.7487 7.42165 4.04311 4.99521 10.5986 79.1385 15.0698 12.2345 17.353
internal_count=3910 2859 1051 728 2584 161 275 196 298 246 2423 162 141 186 430 359 71 323 2261 125 147 93 74 42 79 96 2239 268 236 171
is_linear=0
shrinkage=0.00292253


Tree=58
num_leaves=31
num_cat=0
split_feature=1 12 12 16 2 50 0 4 48 52 38 457 4 3 123 16 42 4 42 12 122 16 16 2 50 1 15 160 16 13
split_gain=60.8598 14.5801 13.7376 9.56117 6.34143 5.94939 5.90048 5.31443 5.26664 5.3484 4.88938 4.50461 4.37209 4.3224 4.50479 3.85982 3.57801 3.19183 3.70085 3.08666 2.94425 2.60337 3.95625 2.70294 2.379 2.06655 4.55415 2.01496 1.83939 1.8135
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 -0.069144999999999984 0.11260500000000001 0.11941000000000002 -0.060094999999999989 -0.064054999999999987 0.11930500000000001 0.26391000000000003 0.11976000000000002 0.081330000000000013 0.39574000000000004 -0.15121499999999996 1.0000000180025095e-35 -0.51054499999999992 0.092635000000000009 -0.51381999999999983 -1.0000000180025095e-35 -0.0089849999999999982 0.085320000000000021 0.081265000000000018 -0.013279999999999998 0.089910000000000004 0.084340000000000012 0.09112000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.63633500000000009 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 13 8 11 7 12 -6 9 24 20 28 29 -1 19 -10 17 -8 -19 -15 -2 22 23 -21 -3 26 -16 -20 -5 -4
right_child=1 3 6 4 5 -7 16 -9 15 -11 -12 -13 -14 14 25 -17 -18 18 27 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014178655302008901 0.0022258606605441988 0.0018433792377625456 -0.0012228419376128816 -0.0020951760029886105 -0.0013001048294413115 -0.0025957739732011625 -0.0020628991223694874 0.0022868891004246177 -0.0024389120884097957 -0.0012392380066781742 -0.0012290987031577478 0.0020095811617841098 0.0027957912426920077 -0.0022365286110678207 -0.0021526219277234839 0.0011249234624800238 -0.002396343663367858 -0.0018843448784683541 -0.00017906543850509211 -0.001614704046260827 -0.00046338225977253695 -0.0023781081727801846 0.0014104471763751907 0.00026500818134943363 -0.00043110928608975681 0.0016560641116940989 0.0020000383404784757 0.0019955538560237408 0.0003324827553001725 -0.0020844760678569983
leaf_weight=5.9899582341313353 33.96430342644453 24.679178148508079 13.735502704977987 15.770252346992502 2.8299572914838782 2.4370242208242408 3.0583209097385415 7.0833111479878417 3.5561927929520607 3.5856853276491156 2.3449013382196418 1.6084478870034207 0.94960585236549278 7.5947572924196747 2.9171906225383282 2.5578889548778525 4.1173399947583667 2.5127416849136361 3.3885075822472563 9.367328494787218 2.1172929331660262 3.5148813091218463 4.9301925376057634 6.2396600283682355 2.4772635251283637 5.206895999610424 2.3219593577086908 5.4264309071004382 1.6918432228267182 92.431353226304054
leaf_count=36 344 211 186 211 28 22 26 58 28 32 14 13 6 91 32 14 78 34 17 88 14 60 35 40 22 38 13 38 24 2057
internal_value=0 0.000776631 -0.00134646 0.000163052 -0.000733688 0.000501489 -0.00173142 0.0012629 0.000927545 0.00130055 0.00186685 -0.0015336 -0.00193072 -0.000340714 -0.000590966 -0.000947945 -0.000577651 -5.71325e-05 0.000484397 -0.00100682 0.00206805 -0.000618529 -0.000317382 -0.000863197 0.0016359 0.000668899 -0.000312188 0.00115962 -0.00185997 -0.001973
internal_weight=0 106.704 173.703 68.277 31.4208 12.3503 125.62 9.91327 36.8562 30.7421 38.4265 19.0705 107.116 48.0828 42.0929 6.11408 18.5033 14.386 11.3277 31.6468 36.0816 24.0521 20.5372 15.607 27.1564 10.446 5.23915 8.81494 17.4621 106.167
internal_count=3910 1035 2875 663 356 108 2442 86 307 265 372 248 2249 433 397 42 193 115 89 314 358 223 163 128 233 83 45 55 235 2243
is_linear=0
shrinkage=0.00221259


Tree=59
num_leaves=31
num_cat=0
split_feature=1 39 12 3 457 0 4 51 16 14 50 157 51 4 1 2 42 43 52 42 2 52 45 16 160 151 0 3 13 2
split_gain=31.3438 9.13889 8.94963 8.3891 6.71383 5.05794 4.76882 3.82477 3.71351 3.56102 3.20816 3.19801 2.9733 2.9518 4.19915 5.1908 3.04715 2.86631 3.03766 3.23251 3.52185 3.01356 2.80064 2.77667 4.57749 3.40457 2.78883 2.62573 2.29725 2.04461
threshold=0.099115000000000023 0.005105000000000001 0.083325000000000024 0.31335500000000011 0.081330000000000013 -0.060094999999999989 0.50657000000000008 -0.26158999999999993 -0.50763499999999995 0.077685000000000018 0.096815000000000012 -0.078454999999999983 -0.085734999999999992 -0.032604999999999995 0.079355000000000023 0.089910000000000004 0.08221500000000001 -0.50329499999999994 0.11401500000000002 0.086825000000000013 0.091985000000000011 -0.12272499999999999 0.094510000000000011 -0.069144999999999984 -1.0000000180025095e-35 -0.0008699999999999999 -0.14293499999999998 0.12046500000000002 -0.090929999999999983 0.099675000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 4 6 8 23 -3 28 10 11 -1 -13 16 -15 -16 -14 -7 19 20 -19 -22 -9 24 -2 -26 -25 -6 -4 -27
right_child=1 7 5 -5 27 17 -8 22 -10 -11 -12 12 13 14 15 -17 -18 18 -20 -21 21 -23 -24 26 25 29 -28 -29 -30 -31
leaf_value=0.0020992469906895629 -0.0038706511389985389 -0.0015402556749360024 0.0030237546226090138 0.0032996967713503256 0.0038317057249086695 0.0046523199023275202 0.0021062660055102284 0.0032632961440531194 -0.0028649975863905977 -0.0037205339030022201 -0.0038846212246399572 -0.003213656369783486 0.0024767128541285164 -0.0032832803443799208 -0.0017690279716375264 0.0022533186588032149 -0.0017516615777993564 -0.002709176556285782 -0.0041756992925515019 -0.0035259881542095673 -0.0010121800695155965 0.0036241062155462477 -0.0015595917713596185 0.0010499047950526964 -0.0023564939648383549 -0.00013906031613425366 -0.0027078382584896431 -0.00056283234707323309 -0.0025531140136188708 0.0026063056489560245
leaf_weight=6.4592112712562075 3.3869049511849907 2.268351502716544 1.948199085891247 7.9992695823311797 5.2223864682018748 1.0536505132913578 5.2250551953911772 21.213062178343538 68.843378556892276 3.5222681481391183 2.5099214613437644 3.7586043197661629 7.2755459602922183 5.4933398738503518 7.4485741034150106 6.6322659105062485 2.5055317468941212 2.4668853208422643 2.6766152530908576 2.591854825615882 2.4223897941410515 4.1760980412364033 1.4037945643067349 2.5042794458568087 3.7968099638819721 5.9005888104438693 15.697598356753593 2.0785763375461102 1.3797628208994854 5.9656872041523457
leaf_count=57 35 14 17 117 51 9 60 301 2128 51 33 73 56 100 75 44 29 19 36 66 34 25 11 23 38 46 266 22 23 51
internal_value=0 0.000877987 -0.00171438 0.000156379 -0.000348749 -0.00233308 -0.000852245 0.00255338 -0.00270007 -0.000526516 -0.000259183 -2.92393e-05 -0.000444423 -8.98547e-05 -0.00083111 0.000125552 0.00139357 -0.000611807 -0.000998761 -0.000269305 0.000661804 0.00192207 0.00296395 -0.00126721 -0.000384715 0.000369066 -0.00219083 0.00258059 0.000711602 0.00124115
internal_weight=0 82.6624 133.164 57.7772 49.7779 87.5588 42.4769 24.8852 72.1713 45.6053 42.083 39.5731 33.1139 29.3553 19.5742 14.0808 9.78108 15.3875 14.3338 11.6572 9.06537 6.59849 22.6169 37.2519 19.05 15.6631 18.2019 7.30096 3.32796 11.8663
internal_count=3910 1035 2875 709 592 2357 519 326 2168 518 467 434 377 304 219 119 85 189 180 144 78 59 312 459 170 135 289 73 40 97
is_linear=0
shrinkage=0.00330686


Tree=60
num_leaves=31
num_cat=0
split_feature=1 12 12 16 157 4 48 52 38 52 3 376 16 16 16 147 457 151 48 13 50 1 147 0 16 13 52 51 1 4
split_gain=70.3754 17.7066 14.9166 11.8967 6.85867 6.09325 6.05735 6.40586 5.78905 5.02684 4.5935 4.07826 4.00265 3.78315 3.77619 3.76347 3.18032 3.64831 4.27721 3.15741 2.9894 2.94761 2.67827 2.56073 2.89656 2.48008 2.46503 2.42479 2.42103 2.1515
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 -0.069144999999999984 -0.057789999999999987 -0.15796999999999997 0.11930500000000001 0.26391000000000003 0.11976000000000002 -0.24084499999999998 -0.15121499999999996 0.048695000000000009 -0.50763499999999995 0.63868000000000003 -0.5152199999999999 0.085900000000000018 0.083995000000000014 -0.090064999999999992 0.085090000000000013 -0.079834999999999975 0.088160000000000002 0.081005000000000008 1.0000000180025095e-35 -0.10071499999999999 -0.19424999999999998 -0.092894999999999991 -0.062489999999999997 -0.23811999999999997 0.092550000000000007 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 9 21 7 20 27 -5 -1 15 25 19 -8 23 -14 -18 -19 -6 -3 -4 -21 24 -12 -7 -11 -2 -13 -26
right_child=1 3 5 4 13 12 14 -9 -10 26 11 28 16 -15 -16 -17 17 18 -20 22 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0014501628375659082 0.00011930304225464697 0.002058541044911997 0.00014106272941464634 -0.0019650040830639331 0.0007440660271706681 0.001706138561259888 -0.0026824025545890331 -0.0014590000991037929 -0.0014659213095821119 0.0027066288884839843 -0.002691014012607591 -0.00019498319852902539 -0.0022859190340464735 0.0015248855247135256 0.00098597281761997487 0.0014943458819157694 -0.0025583483760770491 -0.0017902201933171487 0.0026924269360401039 -0.0025400598741296921 -0.00064514556099373841 -0.0027122681031710081 9.5707630974751855e-05 -0.0021153217450387233 -0.00095847819712616947 -0.0018817045107529552 -0.00024564111391184025 0.0024527710606539778 0.0024369626578692317 0.00083076651627185267
leaf_weight=6.3393787816166869 2.7066005021333686 26.03057981282473 10.684282645583151 2.8389202132821083 2.2940507233142879 2.4667493849992752 3.6543183848261833 3.8218711689114562 2.4683958739042273 4.9883635938167572 3.6336892880499319 5.3800594210624677 114.35314477607608 1.9952335767447937 2.8026406690478316 2.9996308460831633 3.696096409112215 2.2753702811896783 2.5533624701201916 17.089779570698745 2.5368700623512259 2.5313244163990012 2.4975838847458354 12.913494139909746 11.204487890005117 1.9498454257845867 2.3525686487555486 35.963462866842747 3.121882364153862 5.7473034448921672
leaf_count=36 18 212 77 41 20 20 27 32 14 39 42 32 2186 21 15 21 61 26 16 194 21 28 18 151 81 28 23 340 24 46
internal_value=0 0.000817007 -0.00154131 0.000113273 -0.000912464 -0.00194203 0.00101254 0.00143171 0.00206412 0.00072155 -0.000444578 -0.000711496 -0.00210156 -0.00160913 -0.00109015 -0.00105693 -0.00218149 -0.000780611 0.000580137 -0.0018949 0.00181845 -0.000405466 -0.00220397 -0.00128539 -0.000764757 0.000122172 0.00176051 0.00228945 0.000771458 -0.000351856
internal_weight=0 114.041 191.85 72.9028 34.0565 140.51 38.8463 32.3893 41.1385 10.1799 51.3399 45.0005 127.295 23.8766 6.45696 36.4986 122.878 8.52483 4.82873 21.8814 28.5674 13.2156 19.5874 33.499 20.5855 4.41659 7.34093 38.6701 8.50194 16.9518
internal_count=3910 1035 2875 663 356 2442 307 265 372 103 433 397 2337 253 42 341 2289 103 42 232 233 105 212 320 169 48 62 358 56 127
is_linear=0
shrinkage=0.0023775


Tree=61
num_leaves=31
num_cat=0
split_feature=1 12 15 150 13 49 484 156 31 2 50 52 2 15 47 0 16 1 4 4 15 15 51 39 3 1 12 160 42 151
split_gain=29.9077 9.99489 7.07385 6.48139 4.47745 5.79338 3.79582 4.72404 3.74732 3.68541 3.40318 3.17047 3.09645 3.07993 3.53267 3.61621 3.22749 2.86092 3.63922 6.69731 3.09556 2.694 2.6442 3.83646 2.56085 2.55187 2.51809 3.4126 2.51391 2.45343
threshold=0.10398500000000001 0.080120000000000011 -0.24219999999999997 0.075065000000000007 -0.09547499999999999 -0.081629999999999994 -1.0000000180025095e-35 0.096585000000000018 -1.0000000180025095e-35 0.14073000000000005 0.11901000000000002 0.11588000000000002 0.097940000000000013 0.079360000000000014 0.077735000000000012 -0.035699999999999989 0.15100500000000003 1.0000000180025095e-35 0.0057500000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.19153499999999998 -0.40274499999999996 0.005105000000000001 -0.12008499999999998 0.08844500000000001 0.085185000000000025 0.084100000000000022 0.085465000000000013 -0.0095999999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 11 26 -4 9 -1 21 -2 12 25 14 16 -16 17 20 19 -19 -10 -8 -23 -24 28 -3 -6 -28 -7 -5
right_child=2 4 3 29 5 24 7 -9 13 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0035594470461148293 0.0025567271046856525 -0.0015061610162212923 -0.0027720677515325476 0.0026508298580994777 -0.0027045929952615542 -0.0016612704142601404 -0.0027934835852056954 -0.0033104347078347957 -0.0029651049706791886 0.0029590309247057474 -0.0010800934139810899 -0.0032220542838632205 0.0017517237247833104 -0.0030543143016026758 -0.0031142467646380571 0.0013257813945542962 -0.0018432113565273209 0.0013149934301927367 0.0029443986933037846 -0.0029449696218171138 0.00089864810733196281 -0.0022709361655996602 -4.419030310224527e-05 0.0029408953747468328 -0.0025570626551336623 0.0027490448692788997 -0.00077990574136572966 0.0039087825979214228 0.0021511259431036471 0.00036571650443712931
leaf_weight=1.8757411018013943 19.326912585645918 8.39412963204086 4.3948619030416003 9.565302159637211 1.5082211885601271 7.4014939591288549 2.4652427509427097 3.0166782885789862 3.2956495136022568 3.5763107202947131 2.1950621977448455 2.8972483593970528 4.8564739078283301 3.1900003887712947 5.4413620382547379 1.8945954516530026 5.21755227446556 12.371629405766727 5.5352931953966609 3.6648493744432953 3.0668611004948643 2.7574879601597884 14.582775782793762 4.262509621679782 62.284755274653435 1.2390762269496907 2.561083909124136 2.2201629914343357 1.6140255518257616 5.7713161595165721
leaf_count=23 279 123 59 132 26 115 18 58 64 40 16 55 31 49 67 18 80 107 39 38 19 33 150 47 2077 19 40 16 17 55
internal_value=0 -0.00133717 0.000857476 0.000290166 -0.00184838 -0.00213286 -0.0003664 -2.15785e-05 -0.000271323 0.000337317 0.0021858 -0.000578856 -5.03416e-05 -0.000435835 -0.000229527 -0.00196756 0.000155071 0.000528309 0.00100937 0.000341455 -0.0011027 -5.22485e-05 0.000260573 0.00063099 -0.00235749 -0.000958833 0.000413645 0.00139728 -0.000978747 0.00179092
internal_weight=0 140.53 71.9145 50.3925 94.9767 77.5897 35.0559 30.661 45.5535 27.6443 21.522 17.3869 14.4897 43.6778 40.4878 7.33596 33.1518 27.9343 21.5718 16.0365 6.36251 24.068 21.6028 18.8453 71.3003 9.63321 6.28947 4.78125 9.01552 15.3366
internal_count=3910 3023 887 592 2519 2291 405 346 504 288 295 228 173 481 432 85 347 267 184 145 83 248 230 197 2209 142 82 56 132 187
is_linear=0
shrinkage=0.00276785


Tree=62
num_leaves=31
num_cat=0
split_feature=4 123 48 50 3 133 159 39 13 453 1348 1 123 3 1 484 0 3 12 11 42 41 48 16 13 38 1 2 52 47
split_gain=39.0915 15.3524 10.8739 8.94422 8.70875 7.73731 7.61011 7.19206 6.16224 5.56034 5.4714 3.67776 3.10366 2.98818 2.45863 1.98248 2.0718 2.09644 3.90881 1.99234 2.27635 3.75778 1.89778 1.80762 1.59385 1.53084 1.32966 1.73647 2.66327 1.22273
threshold=0.28937500000000005 1.0000000180025095e-35 0.11930500000000001 0.11901000000000002 0.16699000000000003 -0.0023199999999999996 -1.0000000180025095e-35 0.16168500000000002 -0.52445999999999982 1.0000000180025095e-35 0.090260000000000021 0.11287500000000002 -1.0000000180025095e-35 -0.5217799999999998 0.09112000000000002 -0.0043499999999999988 -0.23029999999999998 -0.100615 0.080120000000000011 0.08184000000000001 -1.0000000180025095e-35 0.078535000000000008 0.086665000000000006 -0.035699999999999989 -0.094679999999999986 -0.073614999999999986 0.08844500000000001 0.091525000000000009 0.11588000000000002 0.12665500000000005
decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 -7 10 -6 -2 12 -10 -1 -14 -8 -15 22 18 -18 20 -20 23 -17 -22 26 -26 27 -19 -29 -16
right_child=2 5 -4 -5 8 6 14 -9 11 -11 -12 -13 13 15 29 16 17 24 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00072281213534034156 0.0020895494535004616 -0.0026715604747844139 -0.0021708916776565627 -0.0022412643958209678 -0.0033499203714981913 -0.0031201713423855203 -0.00016862756944956177 0.0025153767911866138 -0.00089272395661439956 -0.0025828557861974693 0.00143757569218561 0.0025233914480135692 0.00037495414689223778 -0.0026313522826048579 0.0024711416340190929 0.0003333301327803921 0.00022866390807946618 -0.0026990102970082868 -0.0024540624191580819 -0.0026702135992048778 -0.0014348898562694921 -0.0030202095840226677 -0.0018289704558290961 0.00051229410168722727 -0.00029114709797406366 -0.0023743869832306072 -0.00028611398824638566 -0.00012164566121559282 -0.0030723206438917328 -3.539469227257651e-05
leaf_weight=1.8882465437054623 21.626608319580562 4.2033922746777561 5.7171480096876612 3.2518246844410887 2.027512900531292 2.1449327692389515 3.2358487397432283 1.7177358083426941 2.7087240517139417 1.4138812832534302 2.1766014248132697 4.1703461036086082 2.3071240335702887 53.413618929684162 7.8981406576931459 3.1948379129171354 4.7469114735722533 7.3973596170544642 9.0280769467353803 13.469116874039171 4.2011879533529273 3.5060757845640174 6.2571878060698509 6.078268043696883 1.8575127571821202 174.72925479337573 3.1392798125743857 4.7117268815636635 2.4087357297539711 1.1634663827717302
leaf_count=19 362 34 38 18 10 11 18 19 20 8 20 60 15 574 128 22 37 73 99 130 28 25 34 36 14 1969 23 29 22 15
internal_value=0 -0.00195853 0.000682252 0.00130266 -0.00207761 5.40828e-05 0.000847369 -0.00214232 0.000147449 0.00180283 -0.0021686 0.00117825 -0.00219456 -0.0022129 0.00153939 -0.00223292 -0.00214596 -0.00218806 -0.00171922 -0.00197406 -0.00156306 -0.000979539 -0.0010981 -0.000283515 -0.00228709 -0.00235247 -0.00163318 -0.00192447 -0.00111981 0.00214931
internal_weight=0 333.781 32.0095 26.2923 315.135 18.6458 14.4424 306.229 8.90658 23.0405 304.511 6.87907 302.335 300.446 12.2975 298.139 244.726 235.274 41.0296 36.2827 22.8136 13.7855 9.45203 10.2795 194.244 176.587 17.6571 14.5178 7.12046 9.06161
internal_count=3910 3484 426 388 3278 206 172 3188 90 370 3169 80 3149 3130 161 3115 2541 2485 355 318 188 89 56 64 2130 1983 147 124 51 143
is_linear=0
shrinkage=0.00228268


Tree=63
num_leaves=31
num_cat=0
split_feature=4 123 48 3 50 133 159 39 13 453 1348 123 1 3 1 484 0 3 12 11 42 2 48 38 13 2 1 16 47 0
split_gain=42.176 16.6827 10.009 9.965 7.36248 7.04738 7.16787 6.74298 5.86135 5.69489 5.43088 3.71235 3.34825 3.18595 2.62709 2.00824 2.29598 2.2635 4.14154 2.0078 2.42985 3.67583 1.89183 1.81068 1.82551 1.59518 1.2085 2.79781 1.16473 0.781258
threshold=0.28937500000000005 1.0000000180025095e-35 0.11930500000000001 0.16699000000000003 0.11901000000000002 -0.0023199999999999996 -1.0000000180025095e-35 0.16168500000000002 -0.52445999999999982 1.0000000180025095e-35 0.090260000000000021 -0.041524999999999992 0.11287500000000002 -0.5217799999999998 0.09112000000000002 -0.0043499999999999988 -0.23029999999999998 -0.100615 0.080120000000000011 0.08184000000000001 -1.0000000180025095e-35 0.086130000000000012 0.086665000000000006 -0.073614999999999986 -0.17606499999999997 0.094825000000000007 0.11198000000000001 -0.53943499999999989 0.12665500000000005 -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=1 3 4 7 9 -3 -7 10 -5 26 11 -1 -10 -13 -8 -15 22 18 -18 20 -20 -22 -17 -19 -25 -23 27 -2 -16 -26
right_child=2 5 -4 8 -6 6 14 -9 12 -11 -12 13 -14 15 28 16 17 23 19 -21 21 25 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.0010317213828741926 0.002456277261144251 -0.002421179378049971 -0.001916812354862714 -0.0030610293446237543 -0.0018314702938739878 -0.002819018127568405 -0.00023972362568373581 0.0023219275331679639 -0.00064081639661436038 -0.0025572561121073203 0.0014138218666026473 0.00052902336619601643 0.0024428150128518577 -0.0025352826586015737 0.00239845719934167 0.00042246877570319163 0.00031816864013979509 -6.0877454278920674e-05 -0.0023757191342316727 -0.0025664048941897908 -0.0022126085586723935 0.0011323685321284922 -0.0016909395456431518 -0.0009096151874855244 -0.0022050052568730444 -0.00086766705334425439 0.002365411103174217 -0.00049382843042612278 0.00010397307037776652 -0.002643587462826843
leaf_weight=1.8328012339770783 3.7799097634851933 4.0532773360610035 5.5589547939598551 2.0002416148781776 3.1515710502862921 2.1913135647773769 3.1357662901282266 1.7103427238762368 2.8548669740557653 1.4010301567614067 2.1590935438871375 2.1956291422247878 4.3228993825614452 52.299977742135525 8.1765543408691865 3.1204929649829847 4.7224047891795626 1.9104895889759053 9.006697863340376 13.252071022987364 5.9104986637830752 3.7647222876548767 6.1331743374466896 5.0306985080242148 161.77582306042314 4.0333802327513695 15.790821824222801 2.6845679543912508 1.2447229027748097 22.603169403970242
leaf_count=18 53 34 38 10 18 11 18 19 20 8 20 15 60 574 128 22 37 14 99 130 41 22 34 26 1884 26 281 28 15 207
internal_value=0 -0.00186178 0.000781673 -0.00198412 0.00134124 0.000159441 0.000868671 -0.00205317 0.000284136 0.00176392 -0.00207814 -0.00210347 0.00121634 -0.0021229 0.0015122 -0.00214274 -0.00205764 -0.00210069 -0.00162742 -0.00188287 -0.00148409 -0.000898283 -0.000978263 -0.00220135 -0.00222294 9.78984e-05 0.00203595 0.00123116 0.00209531 -0.00225877
internal_weight=0 329.441 32.3669 310.639 26.8079 18.8016 14.7484 301.461 9.17801 23.6563 299.751 297.592 7.17777 295.759 12.557 293.564 241.264 232.01 40.6898 35.9674 22.7153 13.7086 9.25367 191.32 189.41 7.7981 22.2553 6.46448 9.42128 184.379
internal_count=3910 3484 426 3278 388 206 172 3188 90 370 3169 3149 80 3131 161 3116 2542 2486 355 318 188 89 56 2131 2117 48 362 81 143 2091
is_linear=0
shrinkage=0.00220973


Tree=64
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 50 457 40 4 0 130 51 474 47 150 51 1 0 3 42 16 11 42 13 13 457 48 47 48
split_gain=71.837 18.2025 14.0704 11.7219 10.5781 8.53464 7.50586 6.40255 5.9539 5.74901 5.3109 5.11027 4.85443 5.3832 4.20286 4.02474 3.92971 3.64689 3.61799 3.54856 3.11895 2.79092 2.68758 2.83336 3.24175 2.59086 1.9961 2.57557 1.91643 3.00291
threshold=0.10113500000000002 -1.0000000180025095e-35 0.080120000000000011 0.16699000000000003 0.28937500000000005 1.0000000180025095e-35 0.11384500000000002 0.081330000000000013 0.27658000000000005 0.39574000000000004 -0.060094999999999989 -0.012079999999999999 -0.10145999999999998 0.084880000000000011 0.10843500000000002 0.083205000000000015 -0.24028999999999998 0.093575000000000019 -0.070174999999999987 -0.010319999999999998 0.092635000000000009 -0.092014999999999986 0.079700000000000007 -1.0000000180025095e-35 -0.05461499999999999 -0.15078499999999997 0.083995000000000014 0.083775000000000002 0.10070000000000003 0.11930500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 4 7 6 14 11 16 10 26 -3 -1 15 -6 18 -2 21 -14 -20 22 -17 23 -12 25 -25 -4 -28 -18 -30
right_child=1 3 9 -5 5 -7 -8 -9 -10 -11 20 -13 13 -15 -16 17 28 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0021307644173177284 -0.00042608214595528761 0.0012294180672754109 -0.0020735603790378579 0.002241115469726899 0.0020695450295287496 -0.0027164455838170265 -0.0023908262946739688 0.0013562379516570448 -0.0017651457829953733 0.0020826953435671841 -0.0018989358505011669 -0.0016287030865761226 -0.0015446593730704848 0.0015891728969343526 -0.00098066638392594859 0.00075561811097932133 0.0023758928626844054 0.0019433188105834431 0.00082732267177896245 -0.0017608570792420309 -0.0023087948751116328 -0.0017373126542780724 -0.0024648935503528186 0.0011355765129026061 0.0021136026391230141 -0.001520432416883136 -0.002051498671136724 0.00012055691511061653 -0.00061768633544030931 0.002445863405028008
leaf_weight=7.8527841679751864 2.866420440375804 3.0822577625513068 128.35809442400932 8.8360979780554754 15.908874265849599 2.7865544185042372 2.2782059982419005 4.3668292984366408 2.0315626859664908 1.6774514690041531 2.7862546704709539 30.530720964074135 19.818694453686476 5.7221546098589888 2.3159249797463408 4.2019465267658225 28.651915565133095 4.4858340993523589 7.2335172072052956 3.5264999642968196 4.9468826167285433 3.8522700667381278 2.3447009995579711 2.9025447219610205 3.6336166784167299 3.7894772849977016 5.5053504258394224 4.3923646211624146 2.6475384235382071 3.1184819787740707
leaf_count=91 18 25 2153 80 144 19 13 26 11 11 35 302 172 36 14 24 290 35 41 30 77 30 22 13 18 30 71 34 17 28
internal_value=0 0.000609427 -0.0014928 -3.67198e-05 -0.000365223 0.000757278 0.00122939 -0.00105355 0.00176159 -0.0018131 -0.00185429 -0.00136662 -0.000586968 -0.000338752 0.00168194 -0.000594601 0.00195376 0.000414661 -0.00100849 -2.09302e-05 -0.00084678 -0.000436732 -0.000378862 -5.83284e-06 0.000504999 -0.000368436 -0.00200298 -0.00108759 0.00215196 0.0010392
internal_weight=0 109.421 217.03 70.1055 61.2694 23.2896 20.503 37.9798 39.3159 160.337 158.659 33.613 56.6937 48.8409 18.2248 43.1188 37.2844 12.5401 30.5787 10.76 20.4035 8.05422 15.4566 13.1119 10.3256 6.69202 138.256 9.89772 34.4179 5.76602
internal_count=3910 987 2923 623 543 190 171 353 364 2464 2453 327 459 368 158 332 353 89 243 71 195 54 118 96 61 43 2258 105 335 45
is_linear=0
shrinkage=0.00211548


Tree=65
num_leaves=31
num_cat=0
split_feature=4 12 151 9 1 150 150 132 50 2 457 13 151 47 11 52 0 48 376 13 12 1 151 133 1 457 16 4 0 40
split_gain=31.5121 18.9637 7.51757 5.6088 5.32784 4.97248 5.12282 4.58468 4.56122 4.06842 3.522 3.77443 3.45585 3.45033 3.13777 3.54142 3.72552 3.10391 3.67908 3.39851 3.58202 2.93954 4.15455 2.64643 2.60402 2.31363 2.12922 1.9767 4.27376 1.67064
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -1.0000000180025095e-35 0.13026000000000001 0.082590000000000011 -0.07718499999999999 0.082150000000000015 0.11901000000000002 0.090695000000000012 0.081330000000000013 -0.094679999999999986 -0.024429999999999997 0.096475000000000019 1.0000000180025095e-35 0.11588000000000002 -0.084304999999999977 -1.0000000180025095e-35 0.048695000000000009 -0.10241499999999999 -0.051479999999999991 0.086145000000000013 -0.083919999999999981 -0.0056849999999999991 0.090540000000000023 -0.0034949999999999994 -0.0078249999999999986 -0.15796999999999997 0.11015500000000002 -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 24 17 13 12 11 14 26 -4 15 16 23 -8 19 20 -19 22 -12 -3 -5 -11 -7 28 -13 -21
right_child=2 4 8 5 -6 9 7 -9 -10 25 21 27 -14 -15 -16 -17 -18 18 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029826095583486935 -0.0034625973179909326 -0.0029535352296682772 0.0031927371583755728 -0.0010877383690689238 0.0014856134735112762 0.0030122074396910338 -0.0046541429521703946 0.0023819926424977719 -0.0016990693458134747 -0.00097274285747377879 -0.0033685335907412792 0.0013287492680028807 -0.0038100967795858935 0.00023046589042802863 -0.0035296774734208001 -0.0037418960578788265 0.0028798835517791772 -0.0018934409094976989 0.00094007682987373828 -0.0039674146068317236 0.002877995483040293 0.0027102416768292441 0.001493121031430856 0.00080914103771578653 0.003462177843064968 0.0026662272240524296 -0.0018336838566563392 -0.0029882664438125772 -0.003026231691744736 -0.0019394870343699556
leaf_weight=4.9935389980673781 2.5120140500366679 3.6642666570842266 22.282493665814407 1.9759934470057476 3.6507508382201186 2.088500134646893 3.2482610680162898 3.0433707796037188 2.6687730997800818 2.163066342473031 4.6611234992742538 3.525333143770693 2.7791769839823273 4.8534440100193015 4.6705579534173003 2.7742579057812682 3.7243773899972457 3.5592273958027363 5.7294121086597434 5.1172105036675957 2.8893022947013369 2.1490886174142361 2.8839410617947561 3.9230928085744381 3.5937036573886871 9.7678297907113993 1.6412582620978353 85.136752471327782 6.4864843413233757 21.077006604522467
leaf_count=64 20 67 348 16 40 22 26 27 18 22 78 30 23 40 68 47 22 30 45 66 28 18 24 28 37 98 19 2202 108 229
internal_value=0 -0.00156065 0.00182655 -0.000275142 -0.00230485 -0.000512027 -0.00103107 -0.0013901 0.00227233 0.000901942 -0.00241681 -0.00257359 -0.00112269 0.00266292 -0.0012683 -0.000518488 0.000272069 -0.00166592 -0.00141296 -0.00182596 0.00024443 -0.000574628 -0.00151027 -0.00100802 0.00184798 0.00200648 0.000879801 -0.00283091 -0.00149277 -0.00233566
internal_weight=0 200.917 32.3167 73.6669 127.25 68.6733 50.2335 44.6638 29.8047 18.4398 123.599 113.905 6.50894 27.1359 18.7566 14.086 11.3117 41.6204 38.3722 32.6427 6.44853 9.69415 7.54506 7.58736 5.5697 11.9309 3.72976 95.1486 10.0118 26.1942
internal_count=3910 3484 426 752 2732 688 504 451 406 184 2692 2572 64 388 232 164 117 424 398 353 58 120 102 95 53 120 41 2340 138 295
is_linear=0
shrinkage=0.00318368


Tree=66
num_leaves=31
num_cat=0
split_feature=1 12 12 3 38 147 4 48 16 52 16 0 51 15 447 0 48 160 12 484 52 457 48 43 13 1429 52 47 48 151
split_gain=36.0546 10.9757 8.33641 7.82786 6.07141 5.80176 6.22492 4.90671 4.15651 3.97071 3.77967 4.71843 3.56132 3.51465 3.51236 3.4422 3.22815 4.80773 3.5279 2.99725 2.86149 2.72345 3.2587 2.43972 2.67784 2.41291 2.94588 2.28736 3.05664 2.19646
threshold=0.10113500000000002 -1.0000000180025095e-35 0.083325000000000024 0.16699000000000003 0.13584500000000002 1.0000000180025095e-35 0.50657000000000008 -0.09386499999999999 -0.27337499999999998 1.0000000180025095e-35 -0.069144999999999984 -0.074249999999999997 -0.26158999999999993 0.083185000000000023 0.085135000000000016 -0.060094999999999989 0.11930500000000001 -1.0000000180025095e-35 0.09277500000000001 -0.0043499999999999988 0.18936500000000003 0.083995000000000014 0.083775000000000002 -0.084699999999999984 -0.45122499999999993 0.084920000000000009 0.071660000000000015 0.10070000000000003 0.11614500000000001 -0.085184999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 13 5 12 6 10 -7 9 -4 11 16 -2 14 19 21 17 -3 -19 -1 25 -10 -23 -17 -25 26 29 -14 -29 -21
right_child=1 3 8 -5 -6 7 -8 -9 15 -11 -12 -13 27 -15 -16 23 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0025731931283085444 -0.0011805760392367319 -0.0031670311494560134 0.0010312756704050484 0.0025886347329973228 -0.003210554447808934 -0.0018244736117854537 0.001626553570275866 0.0027931648730232994 -0.0026035092864596359 -0.0023257977328006102 -0.0022352944077427975 0.0025121186701725384 0.0028294756479582258 -0.0029394316682625913 0.0028137331347428368 0.00028825540438332545 -0.0030274174432292217 0.0029778717953996953 -0.00088717857777279247 0.0011415692400375029 -0.003184587261725587 -0.0028650342543767742 0.00092128554519447896 0.00083545566628036045 -0.0026537459232237391 0.0021832401149369869 0.0010761897338624502 -0.001418149079406509 0.0029335300446189073 -0.0011389620440038367
leaf_weight=5.55220092087984 2.1067052781581905 2.8689723461866388 5.6300063692033273 6.3256122730672351 1.5962500721216191 2.2778268828988075 5.6519495397806159 5.8342321254312974 78.258468009531498 4.5235342644155025 18.210223868489269 3.0625305399298623 19.773194365203388 4.9667406827211371 2.0751052089035502 5.7293149568140498 4.4301978051662436 3.215697869658471 3.5232947431504726 3.4213781431317356 2.6096208468079558 2.9797619655728331 3.5414091758430004 1.9831710010766972 7.4416083209216586 2.6026519238948813 6.955101750791072 2.317058451473712 2.2796039618551731 24.799764275550842
leaf_count=66 12 27 53 80 9 20 68 60 1987 79 257 33 297 75 21 57 33 21 24 29 28 58 29 9 107 22 52 16 30 251
internal_value=0 0.000483812 -0.00167233 -0.000204904 0.00184296 -0.000564982 -0.000973238 0.00149655 -0.00209085 -0.000464344 -0.00138937 -0.000488553 0.00214764 -0.000802737 -0.000581718 -0.0022561 -0.00114317 -0.000274354 0.000957138 -0.000735088 -0.000482404 -0.00246546 -0.000808823 -0.00108484 -0.00191954 -0.000295748 -0.000479165 0.00243535 0.000739961 -0.000862483
internal_weight=0 83.4734 163.07 55.4005 28.0728 49.0749 40.9629 8.11206 110.087 10.1535 35.3109 17.1007 26.4766 52.9826 48.0158 99.9337 14.0382 9.60796 6.73899 45.9407 40.3885 84.7796 6.52117 15.1541 9.42478 37.7789 35.1762 24.3699 4.59666 28.2211
internal_count=3910 987 2923 623 364 543 463 80 2379 132 395 138 355 544 469 2247 105 72 45 448 382 2074 87 173 116 354 332 343 46 280
is_linear=0
shrinkage=0.00266816


Tree=67
num_leaves=31
num_cat=0
split_feature=1 12 12 40 2 52 0 16 3 52 160 48 484 42 42 0 15 447 484 457 48 52 43 13 11 3 1 0 0 48
split_gain=28.7722 9.329 7.20247 6.50029 6.14782 4.31749 5.22545 4.02537 3.92838 3.68861 3.4991 3.73909 4.83669 4.20945 3.95913 3.38759 3.15681 2.86314 2.71522 2.66456 2.88273 2.53916 2.53319 2.40786 2.35139 2.96715 4.88942 3.69939 3.53165 3.06679
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.34489500000000001 0.14808000000000002 -0.42985499999999993 -0.017269999999999997 -0.27337499999999998 0.31335500000000011 1.0000000180025095e-35 -0.079234999999999986 0.11930500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10138000000000001 -0.060094999999999989 0.083185000000000023 0.085135000000000016 -0.0043499999999999988 0.083995000000000014 0.083775000000000002 0.18936500000000003 -0.084699999999999984 -0.45122499999999993 0.077415000000000012 -0.016619999999999996 0.079945000000000016 -0.13027499999999997 0.047345000000000005 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 3 16 -2 5 -3 8 9 10 -4 -7 12 -12 -14 -15 19 17 18 -1 -9 -21 24 -17 -24 25 26 28 29 -20 -27
right_child=1 4 7 -5 -6 6 -8 15 -10 -11 11 -13 13 14 -16 22 -18 -19 21 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0026389182383054917 0.0025716849839671745 -0.0029600699582860599 0.001176517991268222 -0.0036825520316142316 0.0026012804198824019 -0.0024857353603108161 0.0022919543905418841 -0.0026977185444853691 0.0030508375383085868 -0.0023751200502951778 -0.0029892771218218823 -0.0022321923238626932 -0.001786460592376067 0.0020650735818872226 -0.0014540580575170534 0.00046676544736991407 -0.0030674590136517896 0.0028391282620743993 -0.0026941799677895157 -0.0030056799629094 0.00089694838007705387 -0.0032965750420106258 0.00080283630386484683 -0.0027507770784433974 -0.0029793659461042959 0.0019583509831665167 0.0038498682210416626 -0.0017287801913477333 0.0015326288460617359 -0.00095633806857274529
leaf_weight=5.107157163321971 18.523095112293962 4.8504614867269984 5.3671405687928182 1.4194005578756321 5.9160363264381877 7.4206821471452704 5.9685645550489417 67.57244211062789 2.2838536351919165 4.085919663310051 3.2589300721883836 6.407127682119607 4.2417695745825865 12.833508092910042 3.1608626432716838 5.4747203513979903 4.3789946492761365 1.881167884916066 2.722021326422686 2.6101473532617083 3.5354173593223095 2.3355166502296916 1.9375508874654759 6.8982231225818387 2.3640086948871604 5.7918770425021595 3.5774885006248951 11.821975845843562 3.6997064128518105 5.6650277227163315
leaf_count=66 301 114 53 8 82 80 73 1987 37 79 49 49 37 128 29 57 75 21 43 58 29 28 9 107 19 41 27 160 22 42
internal_value=0 0.000470951 -0.00166138 0.00212654 -0.000115055 -0.00043374 -0.00016487 -0.00210522 -0.000535103 -0.000358615 -0.000754533 -0.000324909 0.00019521 0.000708055 0.00136961 -0.00229278 -0.00078457 -0.000562252 -0.000710763 -0.00253623 -0.000760578 -0.000451468 -0.00103872 -0.00197152 -0.000265037 -7.22166e-05 0.00121105 -0.00062343 -0.000259017 0.000517142
internal_weight=0 76.2843 146.827 19.9425 56.3418 50.4258 45.5753 97.4816 39.6067 9.45306 37.3229 29.9022 23.4951 20.2361 15.9944 88.0285 49.3449 44.9659 43.0848 73.718 6.14556 37.9776 14.3105 8.83577 35.6421 33.2781 9.99922 23.2789 6.42173 11.4569
internal_count=3910 987 2923 309 678 596 482 2379 409 132 372 292 243 194 157 2247 544 469 448 2074 87 382 173 116 354 335 92 243 65 83
is_linear=0
shrinkage=0.00281662


Tree=68
num_leaves=31
num_cat=0
split_feature=1 123 15 3 150 3 484 14 11 133 49 1 39 133 51 52 1374 15 483 2 11 16 16 52 133 0 151 12 14 4
split_gain=25.0868 8.46597 6.90759 5.83396 5.75883 5.02704 4.05052 4.39124 3.64869 4.85437 3.45525 3.32831 3.27944 3.16243 3.15712 3.22015 3.13973 2.78057 2.44671 3.05621 2.66066 2.75919 2.57064 2.81172 2.63858 3.30878 2.40747 2.34656 1.97283 1.90457
threshold=0.10398500000000001 1.0000000180025095e-35 -0.24219999999999997 -0.115685 0.075065000000000007 0.084925000000000014 -1.0000000180025095e-35 0.077685000000000018 0.08184000000000001 0.0068000000000000014 -0.085974999999999982 0.11774500000000002 0.12371500000000002 -0.0023199999999999996 -0.097124999999999989 0.11588000000000002 0.087855000000000016 -0.095799999999999982 0.005595000000000001 0.14578500000000003 0.088315000000000018 0.0072950000000000003 -0.014754999999999999 0.18936500000000003 -0.083144999999999983 -0.19631499999999999 0.10333500000000001 0.09277500000000001 -1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 12 -5 -1 8 9 -8 -7 28 18 -3 -12 17 26 -16 19 20 21 22 23 24 -4 -26 -6 -27 -2 -19
right_child=2 13 4 5 16 10 7 -9 -10 -11 14 -13 -14 -15 15 -17 -18 29 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.003316826128403711 -0.0010239393002139394 -0.0025580581882058136 -0.0028894092436969037 -0.0023940643571553938 0.0024860934115008802 -0.0035297677307496861 0.0023607367074223629 -0.0031240707715268646 -0.0022045065525858544 -0.0015764980793927187 -0.003155410091506558 0.0028812558050738068 0.0022158378282996797 0.0016729626200793933 -0.0012141421083819916 -0.0026333037693013761 -0.0026877058828693044 0.00075807390062686145 -0.0032136655041973493 0.0029841419842486488 -0.0036058841813996073 -0.0019988019641616374 0.003415489672207268 -0.0035721253316343864 -0.0020665968481115788 0.0030351567138626042 -0.0015712554619116612 -0.00038396846186634865 0.0026932084199270279 0.0036647884510608926
leaf_weight=3.5810032915323999 3.7243681773543358 1.810570042580365 1.9200468994677162 87.627234833315015 10.963309168815611 3.5041717067360905 9.8079804591834598 3.1098553389310828 3.0941417701542369 3.6267182715237132 2.9729669056832817 12.879229329526423 3.0603063516318789 8.5328716374933702 4.3776213526725831 2.9944696426391593 1.3211029060184944 6.6025575585663265 3.5424080193042746 1.8300263136625279 2.7541757375001898 7.7569024711847296 1.7778678350150645 1.9116524830460537 2.4847254641354111 4.7453422881662766 1.393679093569516 2.6420500874519348 1.7861887589097047 2.6793734021484852
leaf_count=53 37 29 12 2416 160 30 74 61 51 40 58 234 28 88 29 29 13 51 37 22 43 118 21 28 24 54 14 18 24 14
internal_value=0 -0.00160229 0.00055633 -0.00179797 -2.31401e-05 -0.00207579 -0.000472766 4.5832e-05 0.00064224 0.00129787 -0.000870068 0.0020721 -0.000657314 0.000932343 -0.000395209 9.75236e-05 0.00157297 0.00069618 -0.000937648 -0.000647865 -0.000903577 -0.000583306 0.00012591 -0.000300865 0.000229446 0.000836038 0.00202849 0.00181233 0.000180935 0.00159714
internal_weight=0 144.322 66.4934 133.978 48.1036 110.758 23.2197 19.6387 16.5288 13.4347 23.1312 18.3898 34.4255 10.3434 19.627 16.654 13.6781 13.6596 31.3652 27.8228 25.9928 23.2386 15.4817 13.7038 11.7922 9.87212 12.357 7.38739 5.51056 9.28193
internal_count=3910 3023 887 2906 592 2627 279 226 165 114 211 295 405 117 181 123 187 94 377 340 318 275 157 136 108 96 174 72 61 65
is_linear=0
shrinkage=0.00290775


Tree=69
num_leaves=31
num_cat=0
split_feature=1 52 12 39 3 457 4 4 0 3 123 16 13 484 12 16 16 133 0 4 3 1 15 46 2 456 39 2 2 48
split_gain=49.3439 13.6182 11.7451 10.832 8.90108 7.44933 5.77789 4.56274 3.77736 3.55858 3.63788 3.28779 3.25431 2.89607 2.70531 2.69302 3.77375 2.67649 3.52514 2.66658 2.49217 2.3434 3.5857 2.3414 2.23859 2.09732 1.48669 1.3717 1.36885 1.35619
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 0.005105000000000001 0.16699000000000003 0.081330000000000013 0.50657000000000008 -0.15796999999999997 1.0000000180025095e-35 -0.15121499999999996 1.0000000180025095e-35 -0.54165499999999989 -0.10023999999999998 -1.0000000180025095e-35 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 -0.0056849999999999991 -0.13506999999999997 -0.49837999999999999 -0.16409499999999996 0.09112000000000002 -0.0058549999999999991 0.083550000000000013 0.089910000000000004 0.088865000000000013 -0.07137499999999998 0.083945000000000006 0.113945 0.11930500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 13 11 -1 14 -3 17 -4 -11 16 24 -9 -19 -15 -14 22 -12 25 27 -5 -6 -16 -7 -13
right_child=1 3 7 23 26 28 -8 12 -10 10 21 29 20 19 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014184896542169859 -0.0022773310984310039 0.0014664574668617235 -0.0032273320975609704 0.0028622931123033031 0.00026633878705893102 0.0033089265960250299 0.0018031467381479649 -0.0027843003419292336 0.0016796491142647334 -0.0027623677867274644 -0.0027352237761732196 -0.0013611968269151469 0.0012714998181718371 -0.0020557419204458582 -0.00063302455022745999 -0.0029734070518816482 0.0016290134050725865 -0.0025265293979227946 0.0012810206868292629 0.00093116242732912361 -0.0025852209751191552 0.0019072499320214654 0.0017626692579343689 -0.00063848952620325686 0.00012899603586397144 -0.00020227825747745913 0.0028178371349143311 -0.0027967232617944365 0.00068017010418574631 -0.0028574119892723583
leaf_weight=5.6830920055508605 10.504577800631521 2.7469412758946374 2.6305493265390387 23.884339198470123 2.0380348041653624 4.5918824896216384 6.1260419785976401 4.2653514668345451 3.3333880379796019 7.6263556033372906 2.9500388838350773 21.934716299176227 1.2685554139316071 3.2689049914479247 3.490691903978588 3.9099782258272162 4.7814990729093561 2.8469822183251381 5.030636861920355 7.064459152519702 100.628552287817 4.8626817688345909 2.4060307107865793 1.7299720123410214 6.1797536760568628 1.7952581867575634 10.527493219822643 5.8827233165502548 2.1862727329134941 5.7084142491221419
leaf_count=36 152 21 27 287 17 37 60 66 31 91 31 204 12 30 33 60 35 34 33 48 2192 38 14 12 40 17 128 55 21 48
internal_value=0 0.000662847 -0.00176826 0.00101948 0.000361417 -0.000189033 -0.000639792 -0.002203 -0.00108357 -0.000612497 -0.000886727 -0.00138665 -0.00237775 -0.000665811 -0.00134193 -0.000895113 -0.000495496 -0.00103967 -9.50331e-05 -1.37289e-05 -0.00253721 0.000532978 -0.000714699 0.00244062 -0.00114863 0.00264805 0.002404 -0.00199095 0.00246103 -0.00167017
internal_weight=0 97.1073 174.777 86.6028 59.1932 46.6277 39.8495 127.004 33.7235 47.7728 42.0898 30.3901 114.04 12.9639 31.871 24.2446 20.3347 12.143 7.87762 10.3334 101.897 10.2188 5.35607 27.4096 15.5532 25.6796 12.5655 9.37342 6.77816 27.6431
internal_count=3910 1035 2875 883 567 422 364 2442 304 433 397 273 2337 105 314 223 163 133 67 78 2204 83 45 316 128 304 145 88 58 252
is_linear=0
shrinkage=0.00273441


Tree=70
num_leaves=31
num_cat=0
split_feature=1 12 12 40 52 47 50 4 4 2 43 15 13 14 132 376 4 133 0 147 1 43 3 3 13 0 2 42 132 3
split_gain=38.3194 11.6618 9.49898 7.24778 6.7841 5.721 7.99721 5.52974 4.50112 3.84083 3.4294 3.53879 3.14411 2.89695 3.50557 4.10821 2.86287 2.74072 3.45347 2.67374 2.64888 3.2397 2.24759 2.91123 2.19985 2.76959 2.89325 2.18139 2.08862 2.04968
threshold=0.099115000000000023 -0.071274999999999991 0.080120000000000011 0.34489500000000001 -0.42985499999999993 0.096475000000000019 0.11551000000000002 -0.17479499999999998 -0.15796999999999997 0.13215000000000002 -0.079374999999999987 0.086870000000000017 -0.10023999999999998 0.077685000000000018 0.080815000000000012 0.048695000000000009 -0.51381999999999983 -0.0056849999999999991 -0.13506999999999997 0.086130000000000012 0.14000500000000002 -0.074254999999999988 0.12046500000000002 0.13772500000000001 -0.10939499999999998 -0.13027499999999997 0.083945000000000006 -1.0000000180025095e-35 0.079995000000000011 -0.16409499999999996
decision_type=2 2 2 2 2 2 2 2 2 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 13 -2 -3 6 7 -6 16 10 28 22 17 14 15 19 -4 -10 -19 24 21 -7 -12 -24 -1 26 -26 -17 -9 -14
right_child=1 4 8 -5 5 20 -8 9 12 -11 11 -13 29 -15 -16 27 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010417684966915056 0.0026689976269229296 -0.0029178989687782364 -0.0027506375352181166 -0.0036937713552108232 -0.0027602121535790984 0.00034927594923952413 -0.0032409689637166363 -0.0016914485838171805 -0.0028317173100687988 0.0030927626717415294 0.002690927123625589 -0.0011936664246050221 0.0010849875716929362 -0.0032406959052340076 0.0021956554873153989 -0.00050260767203793883 0.00029368120854521632 -0.0024984705773813272 0.0014508555263388798 0.0018446715402905755 0.0011194976165621994 -0.0026385763876954791 -0.0018657458902726497 0.0022770576588002855 0.0020940169906786595 -0.0024142636806087628 -0.0012564304904439879 0.0028306619766437658 0.0015991752641261834 -0.0025548371015759099
leaf_weight=2.7895157523453298 21.900048993527893 5.6475784331560126 3.252727583050727 1.4662146270275105 2.5666581913828841 4.0655320324003705 3.4417917802929869 4.9745347276329985 3.8997672870755196 8.3670187145471555 11.856324899941692 3.1078128553926936 1.2041026428341854 3.0128103569149962 3.574886191636323 2.6436861976981163 8.7490242011845094 2.6457865945994854 4.7526678293943387 2.2343423739075652 3.1952053233981124 8.8486367762088776 2.2557189315557471 3.0797651968896389 2.4362588971853301 13.670735280960795 10.527875266969202 3.5053499713540068 2.1080681346356869 86.602815039455891
leaf_count=25 309 126 31 8 21 45 38 38 66 111 116 30 12 34 29 19 74 34 33 20 23 91 15 40 15 177 86 28 24 2192
internal_value=0 0.000596212 -0.001701 0.00226974 -1.94583e-05 0.000263417 0.000804498 0.00116789 -0.00213385 0.00144991 0.000947915 0.00152707 -0.00232791 -0.000617715 -0.000426752 -0.000674712 -0.000531393 -0.000952187 3.85235e-05 -0.00107721 -0.00113914 -0.00169797 0.00201891 0.000525576 -0.00129908 -0.00154424 -0.000626804 0.00139757 -0.000712026 -0.00250492
internal_weight=0 86.8809 155.502 23.3663 63.5146 57.8671 41.7577 38.3159 111.107 35.7492 27.3822 20.2996 99.1051 44.3955 41.3826 37.8078 12.0018 11.2982 7.39845 31.6587 16.1094 12.9142 17.1918 5.33548 29.4244 26.6349 12.9641 6.14904 7.0826 87.8069
internal_count=3910 1035 2875 317 718 592 433 395 2442 374 263 201 2337 433 399 370 105 133 67 323 159 136 171 55 303 278 101 47 62 2204
is_linear=0
shrinkage=0.00277058


Tree=71
num_leaves=31
num_cat=0
split_feature=1 12 150 0 1 40 4 1 1429 4 2 159 52 4 128 122 15 160 2 14 15 151 3 16 16 48 160 12 132 13
split_gain=25.2367 9.85677 6.61753 5.78291 5.17809 5.08965 5.04691 4.55504 4.54025 4.35285 6.72606 4.90481 3.25441 3.19772 3.1782 3.25765 2.80251 2.68188 2.6609 3.79679 3.39332 3.05393 2.54702 2.41292 2.3712 2.46592 2.57215 3.34511 2.21721 1.89031
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 -0.060094999999999989 1.0000000180025095e-35 0.34489500000000001 0.51224500000000017 0.12263000000000002 0.084710000000000021 -0.49837999999999999 0.10742000000000002 0.090705000000000022 0.10433000000000002 0.25367000000000006 0.089290000000000022 0.089350000000000013 0.05377500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.064610000000000015 -1.0000000180025095e-35 -0.0074049999999999993 -0.115685 -0.091624999999999984 -0.055679999999999993 0.11930500000000001 -1.0000000180025095e-35 0.09277500000000001 0.0087150000000000023 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -1 14 7 24 13 12 11 -11 -5 18 15 16 -2 -9 28 20 21 23 -12 -20 25 26 -3 -28 -6 -19
right_child=1 2 -4 9 8 -7 -8 17 -10 10 22 -13 -14 -15 -16 -17 -18 29 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022861582069106713 0.0025523727193571609 -0.0027108910072611968 0.0013193829385543389 -0.003140277473248521 -0.0025104915637805029 -0.0033631105935537963 0.0024499186386813692 -0.0017683072556543974 0.0025101782317546858 0.0027311920341277101 0.00075683654124888977 -0.0011343164601822844 0.00053043157057359211 0.0027525584829969064 -0.0020106598739769561 -0.0013022063710196113 -0.0014393788380466189 0.0027775929964706566 0.0016879454014704744 -0.0026716625385343066 0.0022447337710803593 -0.0028353777710795067 -0.00280177070050288 -0.001680393934108425 -0.0023526705913383835 -0.0030929440389317058 0.0015885988591460289 -0.0015008148580359572 0.0025149373527340734 0.00020957673296300979
leaf_weight=62.896367054432631 21.666582141071572 2.5355696566402903 13.126093614846466 5.536820616573098 13.627616036683317 1.3497534692287434 3.0553030520677558 3.104626838117837 2.3088760003447524 7.5428235456347483 1.9427098482847247 3.2009357139468193 2.3576579745858908 1.2917091138660897 1.3845136202871788 1.8243748433887947 1.2749657928943623 2.9289710745215407 3.5194423571228981 5.1300469338893881 3.3724520485848197 3.3118588142096996 4.7282095197588161 2.4833428412675858 14.301516881212594 2.7760628648102275 5.5245497375726682 4.2416214756667614 0.6287767421454199 5.946465589106082
leaf_count=1788 356 32 156 80 395 8 48 33 20 48 13 22 19 12 11 15 11 37 22 93 26 34 114 19 279 26 47 67 18 61
internal_value=0 0.000302987 -0.000312836 -0.00154805 -0.00183451 0.00159152 -0.000795214 -0.00103494 -0.00103822 -0.000432397 0.000298196 0.00157952 -0.00204403 -0.00128377 0.00184726 0.00206293 0.00233053 0.000324856 -0.00144633 -0.000772191 -4.13661e-06 -0.000818361 -0.00176543 0.000294469 -0.00158942 -0.000865475 -0.000362814 0.000246812 -0.00228885 0.00105704
internal_weight=0 85.041 57.5408 123.88 98.5705 27.5002 44.4147 41.3594 35.6741 25.3092 17.4147 10.7438 7.89448 33.3652 26.1504 24.7659 22.9415 11.9801 32.0735 17.8171 12.6871 9.31464 6.67092 6.00279 29.3793 15.0778 12.3017 9.76617 14.2564 8.87544
internal_count=3910 1187 786 2723 2427 401 630 582 639 296 197 70 99 619 393 382 367 131 607 194 101 75 127 41 451 172 146 114 413 98
is_linear=0
shrinkage=0.00261651


Tree=72
num_leaves=31
num_cat=0
split_feature=4 12 151 43 3 52 49 13 1 150 0 52 11 484 133 52 481 52 43 13 401 52 0 133 457 4 52 2 457 0
split_gain=22.6529 13.8002 5.68132 4.63437 4.8168 4.65415 4.26742 4.00471 3.45742 4.19645 3.29698 3.18663 3.08878 2.79066 3.06295 2.53423 2.54073 2.47522 2.3622 4.00325 2.49417 2.16328 2.12595 2.0452 2.40497 1.84127 1.82143 1.81223 1.80263 2.64697
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 -0.044024999999999988 0.30601500000000009 -0.016329999999999997 -0.062504999999999991 -0.094679999999999986 0.11774500000000002 0.081245000000000026 -0.061129999999999997 -0.048794999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0056849999999999991 -0.087094999999999992 -0.0079799999999999992 -0.26295999999999992 -0.17307499999999998 0.16421000000000002 0.082755000000000009 -0.0093349999999999978 -0.085474999999999982 -0.069944999999999993 -0.066264999999999991 -0.013929999999999998 0.17829500000000004 0.10274500000000002 0.41137000000000007 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 17 11 12 9 -4 -7 25 13 -8 22 -5 -17 -1 19 20 -9 -6 -15 -18 -25 27 28 -3 29 -26
right_child=2 6 8 4 21 10 7 18 -10 -11 -12 -13 -14 14 -16 16 23 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0012477392429398409 -0.0031057648458511886 -0.0023727622858970726 -0.00028870563582818225 -0.0024722716536793067 0.0032860178873961271 -0.0024849145447461102 -0.0035033508789775996 0.0045940482215960955 0.0028697201235778924 0.0032742018632293353 0.0011292197784219312 -0.0017258487778497099 -0.0032281927603026914 -0.0032359401616186413 0.0019811991217714505 -0.0033445785324381708 -0.0027220048629365999 0.0027176169638626051 -0.0026618315378280476 -0.0025950810919933183 -0.0012070185288059262 -0.00031116678230722164 0.0023166017929528702 -0.0027029255540717972 0.0032217407341536483 0.0026645457572440734 -0.0019290725576377643 0.0018354625975881788 -0.0016186572440943891 0.00029711027478800155
leaf_weight=1.6079497337341297 2.195969861000779 1.9626170173287394 9.6224250383675116 9.5829284097999317 3.3703385777771473 4.4346172735095024 1.6446501612663258 1.4778262544423335 14.416805543005465 4.1813475377857676 4.4677267558872682 8.5162540078163129 3.3522440977394572 2.2003003023564798 5.7695575580000877 2.878203276544812 2.9474921822547975 10.145311117172243 66.969406817108393 4.380642756819725 1.1715492103248832 2.6199359931051722 0.84014603868126903 2.7205419391393759 3.7203015089035132 3.1479529235512009 2.8160550221800795 1.6700927913188932 2.5944438055157653 10.235969778150304
leaf_count=15 20 24 119 136 52 46 26 25 269 64 40 130 62 58 37 42 37 155 2146 111 21 27 12 21 21 32 32 18 17 95
internal_value=0 -0.00129111 0.00149473 -0.000209682 -0.000759771 0.000948419 -0.00196388 -0.00221602 0.00185272 0.000790547 -0.000671127 -0.000516531 -0.00074793 4.73568e-05 0.000710202 -0.00115477 -0.000702458 0.00217512 -0.00248994 -0.000852487 0.00202883 0.00171274 -0.00170164 -0.000398699 -8.86596e-05 0.00100233 0.000278579 -0.000438084 0.000654204 0.00107672
internal_weight=0 167.245 30.4165 64.1418 43.4862 20.6556 103.103 87.8063 28.2206 13.8038 8.90234 15.2969 13.8069 10.4547 8.81 37.4959 27.913 11.7533 73.9994 7.03002 2.64938 5.99027 3.04045 25.0348 22.0873 6.78066 19.3668 3.63271 16.5507 13.9563
internal_count=3910 3438 472 736 480 256 2702 2498 452 183 86 204 195 133 107 401 265 170 2303 157 46 79 70 223 186 74 165 42 133 116
is_linear=0
shrinkage=0.00296937


Tree=73
num_leaves=31
num_cat=0
split_feature=1 123 15 150 3 3 11 15 50 2 133 1374 484 156 52 52 49 15 149 1 15 51 39 15 43 12 16 15 51 374
split_gain=40.878 11.7592 9.62854 7.75396 7.45585 6.11919 4.48661 5.55964 4.23612 4.12708 3.76498 3.47833 3.39921 4.12992 3.334 3.43742 3.51506 3.8864 3.05405 2.83163 3.77113 2.78912 3.45653 2.43465 2.32332 2.09125 1.92548 1.58713 1.57053 1.43675
threshold=0.10398500000000001 1.0000000180025095e-35 -0.24219999999999997 0.075065000000000007 -0.115685 0.084925000000000014 0.08184000000000001 0.079360000000000014 0.11901000000000002 0.14578500000000003 0.032270000000000007 0.087110000000000007 -1.0000000180025095e-35 0.096585000000000018 -0.092854999999999979 0.11588000000000002 -0.082494999999999985 -0.095799999999999982 0.086595000000000019 0.09112000000000002 -1.0000000180025095e-35 -0.40274499999999996 0.005105000000000001 -0.075094999999999981 -0.028814999999999997 0.099370000000000014 -0.0060199999999999993 -0.10981499999999998 0.11387500000000002 0.082175000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 6 -6 7 10 -2 12 24 18 -4 21 -7 16 -16 -18 -5 20 -3 -14 23 -23 -1 28 -26 -24 -25 -21
right_child=2 19 3 11 5 14 -8 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 29 -22 22 27 25 26 -27 -28 -29 -30 -31
leaf_value=0.0032473925694939984 0.0023249644752050772 -0.0024312018341492761 -0.0029126855727788529 0.0022486354664893889 -0.002169381453367251 -0.0025701584311309806 -0.0022879258636697899 -0.0022934087795864512 -0.0011701725370173806 0.0018718804158848773 -0.001289054502162336 -0.0019972141168508655 -0.0022815604252939482 -0.0029686137912608461 -0.0021503749026977256 -0.0023985983053032862 -0.0010645904645192833 0.0017712340333862673 -0.001317600476232572 0.0026026981516413931 0.0017767779462906927 -0.0014063231665252035 0.00026992264994198377 0.0018817578673152101 0.0017717590244498388 -0.0014782824934687626 -0.0007483163864893316 0.0028819465402635815 -0.00061466476798288812 1.8797364642427201e-05
leaf_weight=3.4433299675583866 20.944225478917364 2.8637430258095264 4.1175049319863311 13.424698770046236 111.43948721513152 5.2998431734740761 6.3277988582849494 4.545880712568759 2.3696817532181731 3.9561899602413169 3.841585472226142 1.5889037214219559 3.4108417928218904 3.7154944762587538 3.2427823916077676 4.0575463026762 4.6688324399292531 8.1382242813706309 1.6560542881488789 4.9518042802810669 2.4058351106941682 8.3265948109328818 2.4856297709047794 4.9636687636375392 4.8652993403375175 2.6274464130401611 3.0145289339125156 3.3566166646778575 2.2475921735167503 1.8017732948064802
leaf_count=28 279 32 51 158 2416 73 92 72 16 40 35 14 33 58 24 36 29 49 15 57 14 70 22 49 31 28 21 36 18 14
internal_value=0 -0.00151343 0.000632186 7.41249e-05 -0.00168798 -0.00191921 -0.000472723 0.000110021 0.00196971 -0.000527703 0.000830489 0.00148964 -0.000797003 -0.000517201 -0.000821922 -0.000361127 0.000153965 0.00073743 0.00185702 0.000851209 -0.000510041 -0.000185008 0.000112858 -0.000420311 0.00154958 0.00041416 0.000807672 0.00177064 0.00110368 0.00191334
internal_weight=0 174.908 79.1911 55.8772 162.885 136.847 26.0384 19.7106 23.3139 39.2076 15.1647 16.6697 35.2514 31.1339 25.4072 20.1074 16.0498 12.8071 15.0808 12.0232 5.26958 27.4184 24.0075 18.1653 11.3232 9.83871 7.87983 5.84225 7.21126 6.75358
internal_count=3910 3023 887 592 2906 2627 279 187 295 405 115 187 365 314 211 138 102 78 173 117 46 256 223 165 80 95 52 58 67 71
is_linear=0
shrinkage=0.00247771


Tree=74
num_leaves=31
num_cat=0
split_feature=1 12 12 40 2 52 0 133 484 160 48 15 16 158 14 1 47 0 43 50 1429 42 43 1 4 4 3 0 375 52
split_gain=21.6771 7.5536 6.17294 5.28213 4.78693 3.92446 3.84842 3.73747 3.80118 3.81447 3.78791 3.8915 3.07623 2.78281 2.7116 2.70824 2.67922 2.64357 2.62385 2.52669 2.9165 2.36547 3.18541 2.23723 3.04669 3.13433 2.82141 2.67877 2.04143 2.00153
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 0.34489500000000001 0.14808000000000002 -0.42985499999999993 -0.060094999999999989 -0.26719999999999994 -1.0000000180025095e-35 -0.079234999999999986 0.11930500000000001 0.024640000000000006 -0.50763499999999995 0.088925000000000018 0.077685000000000018 0.12293500000000002 0.096475000000000019 -0.076439999999999994 -0.010284999999999997 0.096815000000000012 0.084920000000000009 0.092635000000000009 -0.18906999999999999 0.085990000000000011 -0.17479499999999998 -0.48072499999999996 -0.021064999999999997 -0.099864999999999995 0.087245000000000017 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 14 28 5 -3 12 -7 -9 -10 11 13 -4 16 19 -12 -11 -13 -18 20 23 22 -8 24 25 -1 -25 29 -2 -28
right_child=1 4 6 -5 -6 7 21 8 9 10 15 17 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0015241945356824628 0.0026441835870157889 -0.0027769666190553851 0.00048975062741660864 -0.0033365402858479862 0.0023748947598080613 -0.0032474700663692826 0.0038090983202979313 -0.0020633547447537729 -0.0013619997525129021 0.0027860042953728624 -0.0027588986864407832 0.0010622598530465055 -0.0022682037358787359 -0.0017126868068233017 -0.0029830183906206357 0.0010922362153815163 0.0023506512581811939 -0.0029706118401105347 -0.0014817708093889049 -0.0031100358665223909 0.0021093881944375331 -0.0028356138987464773 -0.00059024867241151777 0.0027824099432285157 -0.0018815899776096409 0.002597601073955126 -0.0007441079924747166 -0.0021472065486455062 -0.00090115556557153519 0.0016748228181524747
leaf_weight=2.6124710571020842 14.832447476685052 4.2687065508216611 3.0201604887843123 1.2460999935865391 5.1446600295603266 2.5252261329442254 1.3229992352426041 5.0816945265978566 7.0282296240329734 12.455178543925298 3.1934616304934016 2.3757369071245193 62.613376397639513 1.4628388881683339 3.1711011435836545 2.1950497180223465 2.6191652938723564 2.2589963600039473 2.4756023027002803 2.3352613635361186 3.3971659168601027 2.7668921817094079 10.307678645476697 2.5899467617273357 12.183100061491134 2.6449748352169982 4.792336355894804 3.8349789474159452 1.2549255266785611 4.9581907242536545
leaf_count=28 293 126 40 8 82 29 8 69 88 184 28 16 2128 14 51 18 23 24 17 33 38 78 103 22 197 16 38 56 16 39
internal_value=0 0.000427734 -0.00143053 0.00195755 -7.17916e-05 -0.000334357 -0.00186716 -9.56006e-05 9.78372e-05 0.000402364 0.000829431 0.00128962 -0.0021413 0.00182421 -0.000608692 -0.00119011 0.00211902 -0.000903386 0.000488436 -0.000417345 -0.000247455 -0.0006175 -8.98193e-05 -0.000485633 -0.00114876 0.000549445 0.000229352 -0.000257364 0.00236762 0.00048593
internal_weight=0 70.418 122.551 17.3335 53.0845 47.9399 80.0311 43.6712 41.146 36.0643 29.036 23.6475 65.6335 19.0128 42.5195 5.38851 17.5499 4.63473 5.09477 39.3484 37.0132 14.3976 11.6307 33.616 17.4405 5.25745 16.1755 13.5855 16.0874 9.75053
internal_count=3910 1035 2875 317 718 636 2357 510 481 412 324 278 2168 238 518 46 224 40 40 467 434 189 111 396 241 44 155 133 309 77
is_linear=0
shrinkage=0.00266909


Tree=75
num_leaves=31
num_cat=0
split_feature=4 12 151 39 43 3 50 14 13 3 457 1 16 1 16 16 43 133 481 3 52 0 16 47 13 3 11 42 41 52
split_gain=36.9362 22.4199 8.40988 6.05383 5.97643 7.24013 5.28816 5.05713 5.2979 5.02793 3.58811 4.82042 3.2464 3.15767 2.57219 3.0378 2.60151 2.42835 2.66844 2.94318 2.51396 2.6694 2.57782 2.14151 2.1296 2.10059 2.55787 2.62408 3.98217 2.00376
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.14706500000000003 -0.049504999999999987 0.30601500000000009 0.11901000000000002 0.082845000000000016 0.28269500000000009 0.097615000000000021 0.081330000000000013 0.089895000000000017 0.15737500000000001 0.086245000000000002 -0.17157499999999998 -0.40374499999999997 -0.071214999999999987 -0.069944999999999993 -0.0079799999999999992 -0.016619999999999996 -0.010284999999999997 -0.14534499999999997 -0.069894999999999985 0.11861000000000001 0.076210000000000014 -0.100615 0.08184000000000001 -1.0000000180025095e-35 0.078535000000000008 -0.0093349999999999978
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 12 23 8 13 10 14 24 17 -1 15 -3 -17 -6 -19 -20 -21 22 -22 -4 -12 26 27 -16 -29 -7
right_child=2 3 6 -5 5 29 -8 -9 -10 -11 11 -13 -14 -15 25 16 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00010776880418671097 -0.0032238356646893296 -0.0024624238121137023 0.00283113309259032 0.0032705518873988844 -0.0026891453743635918 0.0032865980714112376 -0.0016199445490876832 -0.0034863592317955104 -0.0017427140045015476 0.00047142364931941475 -0.0023005423966759677 0.0040232923472963145 -0.0026988328206608873 0.0027889129165344861 -0.0027574919327228928 0.0027552575739435872 -0.0011788229154600736 -0.0032438202154960898 0.0024098717959297471 -0.0014810873962314715 0.00018157110685839439 -0.0012023639817798234 0.0037102527529609647 -0.00047747209729129129 0.0014244027790510107 -0.0027874584944824377 -0.0031421478982745863 0.0011040744146949119 -0.0034659315944099269 0.00021216789654916054
leaf_weight=4.9966115541756251 2.5027095861732951 7.4655242078006268 27.390593841671951 1.7392543554306019 4.5388692356646052 4.2282085977494717 2.6631464436650267 1.8705786019563664 3.6180591173470011 5.805435348302125 5.9775757417082769 1.59460262209177 8.6582655832171422 13.787617918103932 4.5422751381993303 2.2499853037297726 3.7298809215426427 2.5571279264986542 3.2816078290343311 11.531781204044821 4.6126425862312335 5.1799538210034335 2.7644349411129951 1.7369054108858097 1.6311291903257368 80.523747272789478 7.0776547454297534 6.3762373365461826 2.1216750927269459 3.0443277396261683
leaf_count=45 20 110 372 19 57 52 18 13 31 31 91 11 114 167 100 20 36 33 24 87 33 50 18 16 16 2087 129 54 28 28
internal_value=0 -0.00136332 0.00187601 -0.00208433 -9.99927e-05 -0.000667312 0.00227749 0.00107792 0.00145903 -0.00215647 -0.00228021 -0.000544666 -0.00111706 0.00207573 -0.00242022 -0.0012332 0.000301415 -0.000719709 -0.00042102 -0.000157295 -0.000507019 0.000387519 0.00150388 0.00263384 -0.001502 -0.0025788 -0.00174363 -0.000984574 -3.69197e-05 0.00199962
internal_weight=0 205.505 34.2934 130.835 74.6701 50.3972 31.7906 24.2729 22.4023 129.096 123.29 9.20331 43.1247 18.7842 114.087 13.4454 5.97987 34.4664 29.9275 27.3704 24.0888 12.557 7.37708 29.1275 7.6087 100.642 20.1178 13.0402 8.49791 7.27254
internal_count=3910 3484 426 2732 752 496 406 256 243 2713 2682 118 416 212 2564 166 56 302 245 212 188 101 51 388 107 2398 311 182 82 80
is_linear=0
shrinkage=0.0028895


Tree=76
num_leaves=31
num_cat=0
split_feature=1 12 12 40 52 50 158 0 2 48 128 16 48 14 128 43 50 157 51 42 376 42 43 457 160 160 133 1 43 47
split_gain=20.0969 7.06363 5.92147 4.75899 4.47941 4.14545 4.30528 3.7591 3.58265 4.38604 3.6908 2.89822 2.80449 2.56119 2.53514 2.43718 2.34931 2.62689 2.55288 2.31223 2.37365 2.21854 2.61606 2.14272 2.75463 2.08004 3.63049 3.56792 2.30047 2.36643
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 0.34489500000000001 -0.42985499999999993 0.11515000000000002 0.11034000000000001 -0.060094999999999989 0.14472000000000004 0.11930500000000001 0.086435000000000012 -0.50763499999999995 -0.086624999999999994 0.077685000000000018 0.088595000000000021 -0.24333999999999997 0.096815000000000012 -0.077044999999999988 -0.031524999999999991 -1.0000000180025095e-35 0.048695000000000009 0.092635000000000009 -0.18906999999999999 0.083995000000000014 0.084100000000000022 -0.079234999999999986 -0.088724999999999984 0.11198000000000001 -0.069974999999999996 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 3 13 14 -3 6 8 11 9 10 12 -4 -6 16 -2 -14 17 -1 -19 -20 -21 22 -9 -13 -25 27 -27 -17 -28 -30
right_child=1 4 7 -5 5 -7 -8 21 -10 -11 -12 23 15 -15 -16 25 -18 18 19 20 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=0.0014551232413662692 0.0027915117211522174 -0.002960235625079779 0.00044097453950383962 -0.00349156547900502 -0.0018878547967944215 -0.0020536087988833858 -0.0032240247553678839 0.0036498085255443047 0.0031629753491316296 -0.001835352136597547 -0.0025500337954330867 -0.0025582047446404636 -0.0011930285303254956 -0.0031647801319092906 -0.0019788029527142352 -0.0024927554055893236 -0.0032877017716164735 -0.0028322147034133649 -0.0020096605611504286 -0.00020031402041380139 0.0028972108576208145 -0.0030169347298121861 -0.00058695816463243686 -0.0030215117744342795 0.0010872165554839336 -0.0013131961559315071 0.0051259662868406719 0.0026254965487177932 0.0026899820098724263 -0.00073257974855206888
leaf_weight=6.1290188133716574 14.477353200316429 4.0112909190356723 3.0975684709846965 1.1630234345793713 2.2380445525050225 5.9304282683879128 2.3886280860751858 1.3391121514141548 4.3484458439052096 5.8583570234477511 2.3617329485714427 54.729334849864244 2.5500592514872649 2.9825026653707019 0.96731500700116235 2.2701532579958572 2.1945287808775893 3.6447327006608274 5.1224120929837289 19.309887941926718 2.2479308806359759 2.5979094728827468 10.386424448341129 2.3280909936875096 3.0917709432542324 2.1166808642447146 2.586312733590618 2.1663470827043056 11.006070444360327 1.9330062307417382
leaf_count=61 301 126 40 8 23 81 36 8 77 53 26 2037 20 51 8 26 33 73 81 197 22 78 103 57 34 17 31 26 161 15
internal_value=0 0.000454757 -0.00148547 0.00207367 -6.46293e-05 0.000178598 0.000495114 -0.0019513 0.000720386 0.000417666 0.000869246 -0.00225017 0.00116982 -0.000617514 0.00249274 0.00144768 -0.000420942 -0.000248363 -0.000592656 -0.000286715 0.000122679 -0.000631595 -0.000103099 -0.00238876 -0.00067768 0.00175268 0.00219179 6.4916e-06 0.00266965 0.00217868
internal_weight=0 68.3732 119.201 16.6077 51.7656 47.7543 41.8238 77.5702 39.4352 35.0868 29.2284 63.2468 26.8667 41.631 15.4447 24.6286 38.6485 36.454 30.325 26.6802 21.5578 14.3234 11.7255 60.1492 5.41986 22.0786 17.6421 4.4365 15.5254 12.9391
internal_count=3910 1035 2875 317 718 592 511 2357 475 398 345 2168 319 518 309 296 467 434 373 300 219 189 111 2128 91 276 224 52 207 176
is_linear=0
shrinkage=0.00285289


Tree=77
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 457 130 47 4 484 43 14 3 13 48 51 15 453 52 51 484 43 49 3 3 48 43 13 2 15
split_gain=19.8697 7.71674 5.75858 6.54839 5.46431 4.92433 4.60349 4.03223 3.80027 3.36443 3.71244 3.62495 3.34431 3.33765 3.18501 2.93015 2.92801 2.87344 2.8984 2.63 2.66095 2.5317 2.1122 2.03493 2.0216 2.1945 1.55659 4.86419 1.4112 1.28298
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.115685 -0.032959999999999996 0.16699000000000003 0.081330000000000013 -0.012079999999999999 0.084155000000000021 0.22584000000000001 -1.0000000180025095e-35 0.098320000000000005 0.073890000000000011 0.12046500000000002 0.18622000000000002 0.11280000000000003 0.092720000000000011 0.05377500000000001 1.0000000180025095e-35 0.13709500000000002 -0.097124999999999989 0.085815000000000016 -0.077224999999999988 0.43054000000000009 0.086245000000000016 0.090325000000000003 0.11379500000000002 -0.17307499999999998 0.16421000000000002 0.086130000000000012 -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=2 7 9 26 5 6 -3 16 22 -1 11 13 -7 28 -9 19 -2 18 24 -5 21 -21 29 -23 25 -10 27 -4 -11 -8
right_child=1 4 3 15 -6 12 8 14 17 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033728007240180834 0.0029845325281006485 0.0021613964294137449 0.0035277908160635668 -0.0027604900795082086 0.0027949046349425703 0.0029115487738021182 -0.0014262745756934466 -0.0011823688404716903 0.002547415742429279 0.00094600695053365645 -0.0037285393136423824 -0.0025841580578820538 -0.0017203029805444253 -0.0014431122256524454 0.0032682491069960977 -0.0035556800891709196 -0.0023001652279458283 -0.0036539085782465518 -0.0029115821322062722 0.0019518272111639511 0.0025401046783887328 -0.0022784692428779838 0.0018565584129220524 -7.6911726164352359e-05 -0.0012776651046255208 -0.0012794448319501416 -0.0026414947876429186 -0.0032023135193242555 0.0033738772692632622 -0.0030048498103809221
leaf_weight=2.5112010966986444 15.409708395600324 3.8307536765933028 1.5695797074586142 3.8836187403649154 4.8627294376492491 5.4584146402776232 7.7279803827404967 5.6941483467817298 6.4452595822513086 3.59014441072941 1.7811735048890103 2.2829790432006112 1.9658139646053312 2.6128664687275878 2.0196188427507877 3.1405598390847436 1.0375065132975567 1.9223605208098877 2.1389411315321913 3.3221153430640831 3.1672442182898513 6.5332516971975521 1.141165493056177 9.6312818042933923 2.7893754690885535 1.7711422070860861 58.281275954097509 2.7232619859278202 5.815095067024231 12.48696243949235
leaf_count=48 315 58 26 80 80 58 139 42 79 30 21 54 19 34 35 38 9 19 20 28 23 105 13 63 27 13 2052 79 42 261
internal_value=0 0.000375031 -0.00164087 -0.00195245 -0.000279911 -0.000593514 -0.00101377 0.00179928 -0.00134771 -9.49514e-05 0.000416876 0.00093318 0.00168511 0.00160134 -1.71079e-05 -0.00077447 0.00265117 -0.000176746 0.000331775 -0.000445329 -4.84351e-05 -0.000469161 -0.00217385 -0.00096672 0.000962112 0.00172249 -0.00251115 -0.000741604 0.00244712 -0.00240138
internal_weight=0 76.7019 110.846 92.2522 52.5409 47.6782 40.2539 24.161 36.4232 18.5935 16.0823 14.3011 7.42423 12.0181 7.71377 29.6781 16.4472 15.0671 13.1447 26.5375 22.6539 19.4866 21.3561 16.1645 11.0058 8.2164 62.5741 4.29284 9.40524 20.2149
internal_count=3910 1187 2723 2494 786 706 629 401 571 229 181 160 77 106 77 337 324 158 139 299 219 196 413 168 119 92 2157 105 72 400
is_linear=0
shrinkage=0.00304495


Tree=78
num_leaves=31
num_cat=0
split_feature=1 12 1 13 0 4 47 4 4 1 4 2 484 14 48 1446 13 160 16 475 15 3 43 38 132 13 47 48 16 1
split_gain=50.8365 15.3255 11.262 9.50967 8.94497 6.40196 8.93592 6.30091 5.99654 5.85547 5.42994 4.95303 4.27754 5.15883 5.6094 3.63549 3.43087 2.97122 4.3968 3.9741 2.9017 2.65261 2.31191 2.2849 2.02405 1.58639 1.55031 5.43215 1.5038 1.39347
threshold=0.094485000000000013 0.090840000000000018 0.13026000000000001 -1.0000000180025095e-35 0.048950000000000007 -0.16401499999999997 0.096475000000000019 -0.49837999999999999 0.22584000000000001 1.0000000180025095e-35 0.053925000000000008 1.0000000180025095e-35 -0.0043499999999999988 0.077685000000000018 0.085790000000000019 0.088980000000000017 -0.51172499999999987 -0.092169999999999988 0.032820000000000009 -0.071179999999999979 0.024640000000000006 0.12046500000000002 -0.079109999999999986 0.11576000000000002 0.024995000000000003 -1.0000000180025095e-35 0.096300000000000011 0.090225000000000014 0.20277000000000003 0.12864500000000004
decision_type=2 2 2 2 2 2 2 2 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 8 15 9 -5 20 28 -3 16 11 24 -13 14 17 23 -1 -14 -19 -20 21 -7 -9 26 -11 -10 -2 -28 -6 -8
right_child=1 2 -4 5 7 6 29 22 25 10 -12 12 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0015436145731568718 0.0024407420253682857 -0.0023043054246321541 0.0017630816637588676 -0.0020509420634078814 -0.0029607961448378764 0.002340414963955228 -0.0024750539989322677 0.0027493164683302018 -0.00083745690379258817 -0.0023271313546231066 0.0015113606150390655 -0.0026954247725194543 -0.0010825737750369908 -0.002567225071836007 -0.0014654549127923861 -0.0014263251786995744 -0.0020921852486725711 0.0032870957136843038 0.0022714907345675675 -0.0025416835311211586 -0.00081454553924933514 0.00030011668541662695 0.00042975307051934379 -0.00054857855893058029 0.0012625608842762345 0.0011277763668070919 -0.0015355071537576008 0.002744522488795025 -0.00045157044378079861 -0.00023993650291673864
leaf_weight=1.4342701286077488 29.973736990243196 16.512925691902641 7.612165391445159 5.4782092757523051 3.0488286018371573 13.221089474856862 4.1583133414387694 3.5804025903344145 4.8825941905379295 18.510846320539716 4.1614877618849269 4.3793495073914555 2.2032442316412988 3.9460138231515876 5.8443076238036147 1.6707450635731209 90.403437506407499 5.375001557171343 1.9728933572769238 1.7707487381994651 2.6380158662796012 4.6981644555926314 6.7334125079214564 1.7096186503767956 0.89582322537898917 4.119864769279955 2.5012758634984484 4.5430153906345367 2.2641451321542263 2.3891581818461418
leaf_count=7 368 294 76 63 27 121 36 24 35 396 35 55 23 63 45 16 1895 29 15 27 19 37 47 13 17 31 18 43 18 17
internal_value=0 0.000588976 -0.000726665 0.00118617 -0.0015022 0.000248696 0.000713482 0.000172011 -0.00146945 -0.00168789 -0.00103735 -0.00127358 -0.000597664 -0.000162521 0.000390251 0.00194228 -0.0020354 0.00134816 0.00193547 -5.14844e-06 0.00146926 0.00180548 0.00123498 0.0020876 -0.00216143 6.1908e-05 0.00220935 0.00122478 -0.00189148 -0.00165946
internal_weight=0 106.109 33.1276 72.9813 156.524 32.583 27.1047 15.6268 25.5154 140.897 49.0597 44.8982 25.4916 21.1122 17.1662 40.3984 91.8377 11.3219 9.11864 3.74364 20.5573 17.9193 10.3138 38.7276 19.4067 9.00246 37.018 7.04429 5.31297 6.54747
internal_count=3910 1187 436 751 2723 293 230 116 360 2607 705 670 257 202 139 458 1902 94 71 42 177 158 71 442 413 66 429 61 45 53
is_linear=0
shrinkage=0.00233236


Tree=79
num_leaves=31
num_cat=0
split_feature=1 12 12 52 50 47 38 4 15 13 52 3 133 0 4 48 2 4 376 16 475 3 48 43 51 1 42 51 42 158
split_gain=28.7459 9.04997 8.02659 5.67635 5.24644 5.29914 4.96178 4.3654 3.73809 3.5833 3.32837 3.07786 2.96009 3.15286 2.80601 2.59325 2.59179 2.5171 2.47657 2.29223 2.72294 2.28585 2.10412 1.90935 1.88358 1.8001 1.78247 1.70563 1.66308 1.45212
threshold=0.099115000000000023 -0.071274999999999991 0.080120000000000011 -0.42985499999999993 0.11515000000000002 0.096475000000000019 0.13584500000000002 -0.15796999999999997 0.024640000000000006 -0.10023999999999998 0.13709500000000002 -0.15121499999999996 -0.0056849999999999991 -0.13506999999999997 0.22584000000000001 0.12862000000000004 0.12918000000000002 -0.51381999999999983 0.048695000000000009 0.081265000000000018 -0.061639999999999993 -0.16409499999999996 0.13096500000000003 -0.073139999999999983 -0.07174999999999998 0.092550000000000007 -0.0060199999999999993 -0.40274499999999996 -1.0000000180025095e-35 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=2 6 11 -3 5 8 26 17 10 12 15 -1 -9 -14 16 24 -10 -4 19 20 -13 -11 -6 27 -5 -20 -2 -7 -22 -26
right_child=1 3 7 4 22 23 -8 9 14 21 -12 18 13 -15 -16 -17 -18 -19 25 -21 28 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0013321219461346246 0.00021106545108659267 -0.0026721046916362277 -0.0024295595707471678 0.0005222636481233315 -0.0029125137586395794 -0.0013873084476992616 -0.002838935930409312 -0.002587683553720326 -0.0023635217563688533 0.0013888010282123938 -0.00084942992753197773 0.0013807265320343732 -0.0020796864728141336 0.0016007524295308839 0.0019701588021698584 -0.00096296265949827363 0.00093163101043281622 0.0003385662920557883 -0.00029340262949843689 -0.0027698867259103211 -0.0027963437277859896 -0.0022876586468957689 9.9472561703198493e-05 -0.0016839877714603265 0.0028475223229731351 0.0025141788219322355 0.0026479319964113992 0.0019826406455204131 -0.00081276333075317104 0.00075701014051714557
leaf_weight=5.2584198564290991 2.2373201623559025 4.7780728079378596 2.8703331314027301 3.7509387731552151 4.4076396673917762 1.7602128088474276 1.2906460911035527 3.3319319784641266 4.4105948358774167 1.1232637241482724 3.3165159523487082 3.3085749037563863 2.301988061517477 4.4995671883225423 2.500981368124485 1.899808607995509 2.4178846254944801 8.555413004010914 4.5163564421236506 4.4678167365491381 3.2540942318737605 74.097519062459469 2.3142447583377361 7.766615763306616 14.19744374975563 2.2328254617750645 16.069575186818842 2.2244734615087509 18.418604638427489 2.5670583397150031
leaf_count=36 25 126 31 36 60 28 9 66 45 12 28 27 34 33 16 12 22 74 32 82 56 2192 21 72 203 24 283 16 176 33
internal_value=0 0.000504592 -0.00143823 -7.98238e-07 0.000237622 0.000541053 0.00200838 -0.00184164 0.00103928 -0.0020404 0.00154219 -0.000496498 -0.000612495 0.000355107 -0.000347783 0.00189605 -0.00119675 -0.000356832 -0.000762137 -0.00108243 -0.000780637 -0.00223276 -0.00187553 -0.000945471 0.0021608 0.000635427 0.00235012 0.000493985 -0.00111059 0.00252741
internal_weight=0 77.91 138.237 58.3125 53.5344 46.8125 19.5975 96.78 35.0612 85.3543 25.7318 41.4567 10.1335 6.80156 9.32946 22.4152 6.82848 11.4257 36.1983 29.4491 24.9813 75.2208 6.72188 11.7513 20.5154 6.74918 18.3069 3.98469 21.6727 16.7645
internal_count=3910 1035 2875 718 592 511 317 2442 395 2337 312 433 133 67 83 284 67 105 397 341 259 2204 81 116 272 56 308 44 232 236
is_linear=0
shrinkage=0.00255788


Tree=80
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 43 3 13 3 50 13 16 11 52 457 0 1 16 43 3 13 1 47 51 44 49 16 43 52 0
split_gain=19.7054 12.7114 5.14661 4.47401 4.05039 4.51855 4.96779 3.59458 3.92823 3.52339 3.37059 3.13069 3.06555 3.21141 2.60777 2.5998 2.42137 3.10253 2.36936 2.35706 2.2322 2.22017 2.1897 2.28406 2.09175 1.68299 1.66484 1.54017 1.45469 2.60747
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 -0.049504999999999987 0.30601500000000009 -0.094679999999999986 -0.097604999999999983 0.14026500000000003 0.28269500000000009 0.15100500000000003 1.0000000180025095e-35 0.11588000000000002 0.081330000000000013 -0.084304999999999977 0.090475000000000014 -0.50763499999999995 -0.0088849999999999988 -0.016619999999999996 -0.0097449999999999985 0.086245000000000002 0.096475000000000019 0.11024000000000002 0.088980000000000017 -0.23609499999999997 -0.25582999999999995 -0.17307499999999998 -0.010284999999999997 -0.14534499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 10 11 12 14 22 21 18 13 15 20 16 17 -3 -7 -20 -9 -1 23 -4 -8 -10 -22 -27 -21 -30
right_child=2 3 9 -5 -6 6 24 8 25 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 28 26 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00014213255617169683 -0.0029162078238008215 0.0028363071162604519 0.002954396104191747 0.00150391258573545 -0.0030470123442400774 -0.0030847499431140186 0.0032002215192287013 0.00052599677617579414 0.00095921298104400892 -0.0028020375076267231 -0.0014650864882491735 -0.0026329648421558934 -0.0031388933194927467 -0.0033636418514018589 0.0014758495404250868 0.0023904356048462792 0.0026587444146849814 -0.0023995596786531128 0.002105347404633624 -0.0013279054815640739 0.00055336051098002481 0.0025792518035522255 0.00031997348271012522 -0.00093149745112011218 -0.00092740839472353555 0.0002195112830057742 -0.0025573731034374335 -0.0026990896004594148 0.0013240307658956036 -0.0013547066508799532
leaf_weight=4.4985803104937103 1.961781889200213 1.1914964541792858 17.016467299312364 3.3423710800707331 3.7352670524269334 2.5952206347137716 3.9851879253983489 3.5407006535679129 1.1285443454980839 1.2329507395625103 3.1268509514629832 6.797948356717824 3.5008889287710181 2.1389503479003897 2.9827892668545237 4.0240749977529067 1.6114017330110071 4.7585852686315784 3.322421062737706 10.142883509397512 1.6952549181878556 10.478015430271624 4.1062876209616652 1.3766442351043213 1.3958349563181398 1.5652727335691441 9.9574739150702936 55.576748933643103 6.9979794584214714 5.4366070497780958
leaf_count=45 20 9 341 40 45 36 65 37 14 10 31 112 70 47 35 25 14 84 25 85 17 167 40 15 14 35 241 2064 60 67
internal_value=0 -0.00113743 0.00160072 -0.00179494 -0.00011704 6.91579e-05 -0.00046759 -0.00191265 -0.00218247 0.00197411 0.0012751 -0.000863563 -0.000715167 -9.6916e-05 -0.00100474 0.000506194 -0.000496563 -0.00135108 -0.000441445 -0.00017658 -0.00149173 0.0018472 0.00223584 0.00266355 0.00212952 -0.00254984 -0.00210482 -0.00261914 -0.000512381 0.000152842
internal_weight=0 159.527 25.6941 97.0146 62.5128 58.7775 40.6741 93.6722 76.4468 23.7323 18.1034 35.2931 17.2254 13.7245 18.1762 11.5856 7.56148 5.95008 28.4951 25.8999 15.1934 14.9766 22.4994 18.3931 5.38102 58.2706 11.6527 57.142 22.5775 12.4346
internal_count=3910 3484 426 2732 752 707 464 2692 2443 406 243 385 249 179 330 132 107 93 273 237 295 212 396 356 79 2113 258 2099 212 127
is_linear=0
shrinkage=0.00290172


Tree=81
num_leaves=31
num_cat=0
split_feature=1 39 3 12 457 4 16 4 51 457 48 15 159 484 1429 43 160 16 151 47 2 52 52 1 4 4 151 3 44 42
split_gain=17.1305 5.80323 5.67036 5.48501 4.09026 3.62005 3.19897 2.9769 2.56466 2.55686 3.23575 2.53309 2.40359 2.23782 2.73674 2.07863 2.01987 2.34455 3.50034 2.16506 2.05926 1.97444 2.11525 2.01454 2.13286 3.92854 2.69872 1.93532 1.81616 1.88384
threshold=0.10080500000000002 0.005105000000000001 0.31335500000000011 0.083325000000000024 0.081330000000000013 -0.15796999999999997 -0.50763499999999995 0.51224500000000017 -0.26158999999999993 0.083995000000000014 0.085090000000000013 0.083185000000000023 -0.034019999999999988 -0.0043499999999999988 0.084920000000000009 -0.084699999999999984 -0.079234999999999986 -0.067969999999999989 -0.0008699999999999999 0.086785000000000015 0.10393500000000001 0.18936500000000003 0.071660000000000015 1.0000000180025095e-35 0.0057500000000000008 -1.0000000180025095e-35 -0.0074049999999999993 0.12046500000000002 0.086480000000000015 -0.034284999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 12 -7 16 -3 -8 -11 13 -5 -1 21 -14 -2 18 -18 -20 -21 22 23 -15 25 26 -25 -6 29 -10
right_child=1 8 -4 5 27 6 9 -9 28 10 -12 -13 15 14 -16 -17 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023175992945158332 -0.0025341610190824358 -0.0010456810791438461 0.0027360523621503671 -0.0032977521874656968 0.0030298906364871849 0.00052315180518033508 -0.0024415511212134899 0.0025636326834473535 -0.0010170776816178734 -0.0030126622384836961 0.0014563850228589302 -0.0030351171968667628 0.0023639644681855208 -0.0019616253842326351 0.002459669920024405 -0.00065048165407175244 -0.0025730848542119705 -0.0015582204187504396 0.0022268470597590823 -0.0019085233659741311 0.0016390952975488863 -0.003295609171725309 0.0013106101204037103 0.0019556218854791113 0.0013914370928788061 -0.0032959694316633988 -0.0013429950098534087 -0.00059855394985613313 -0.0012104258218793816 0.0028934953774678368
leaf_weight=4.1467390917241564 5.7208976279944208 2.102220848202708 5.2516217585653058 1.7188196703791607 3.7237706109881392 3.5774772502481929 53.452068746089935 2.0240083746612063 1.0843651108443726 2.2409183233976355 3.1868547238409519 3.0590901635587207 2.8672235645353785 6.2088394705206253 3.0843331888318053 5.2764707151800385 2.9847388230264178 12.440296391025184 5.2270894479006547 3.0188226904720068 2.373579528182745 1.7496136315166939 6.1245371829718342 4.085292514413605 5.5179733447730532 3.4743037149310068 3.9733029063790992 1.7571255378425119 1.1010007709264744 12.924347879365085
leaf_count=67 78 14 117 25 48 46 2139 35 11 62 30 73 27 102 32 46 36 239 64 24 18 26 52 42 48 38 60 18 11 282
internal_value=0 0.000498231 -4.50344e-05 -0.00136635 -0.000416949 -0.00183998 -0.00209334 -0.000787365 0.00190349 -0.00225231 -0.000388712 -0.00053948 -0.000235485 -0.000340486 -0.00010089 0.000410841 -0.00100088 -0.000664084 0.000153553 0.000919908 -0.000346964 -0.000354556 -0.000179438 -0.000571784 -6.56931e-05 -0.000762864 0.000329234 0.00186664 0.00231381 0.00259079
internal_weight=0 61.7339 44.522 113.744 39.2703 72.3198 62.4573 33.7894 17.2119 58.8798 5.42777 41.424 9.86251 38.3649 34.2182 8.14369 31.7654 26.0445 13.6042 10.6195 5.3924 31.1339 29.3842 23.2597 17.0509 11.5329 8.0586 5.4809 15.1097 14.0087
internal_count=3910 995 677 2915 560 2375 2277 494 318 2231 92 540 98 467 400 73 459 381 142 106 42 368 342 290 188 140 102 66 304 293
is_linear=0
shrinkage=0.00284978


Tree=82
num_leaves=31
num_cat=0
split_feature=1 12 15 150 31 13 49 484 156 50 150 1 2 4 4 16 42 3 160 52 2 0 47 1 151 3 133 15 150 484
split_gain=34.1143 10.0631 7.23644 5.91497 4.73722 4.01307 5.31825 3.64777 4.29835 3.51609 3.36491 3.41186 3.31244 3.23026 3.21555 2.89838 2.82793 3.59883 2.66152 2.6143 3.07226 2.34335 2.50181 2.33686 2.23586 2.13995 2.28126 1.96755 1.95589 1.94379
threshold=0.10398500000000001 0.080120000000000011 -0.24219999999999997 0.075065000000000007 -1.0000000180025095e-35 -0.09547499999999999 -0.081629999999999994 -1.0000000180025095e-35 0.096585000000000018 0.11901000000000002 0.083205000000000015 0.093575000000000019 0.14073000000000005 -1.0000000180025095e-35 -0.48072499999999996 -0.092014999999999986 0.078965000000000021 0.045635000000000002 0.084100000000000022 0.11588000000000002 0.097940000000000013 -0.017269999999999997 0.082465000000000024 0.08844500000000001 -0.0095999999999999992 -0.12008499999999998 -0.029614999999999995 0.086870000000000017 0.12031500000000002 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 4 9 7 -1 19 18 -4 12 -2 13 15 21 14 -6 -12 17 -16 -7 20 23 22 27 -3 -5 26 -8 -9 -26 -19
right_child=2 5 3 24 10 6 25 8 -10 -11 11 -13 -14 -15 16 -17 -18 29 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0026486286406496558 0.0018517975194166415 -0.0012583712977787482 -0.0019955499469263924 0.0018366405361021619 -0.0017024972056393056 -0.0010910022684063219 0.0013958545001138999 0.001510725572669647 -0.0022468118290677134 -0.0008544612721780732 0.00086983365289947134 0.0018592048644936604 0.0020223562829951337 -0.0015939733107984584 0.0015708812971290376 -0.0016310836981872734 -0.0019298112099887989 -0.001135384512203263 0.0014503584494982666 -0.002311726007203742 0.0010721485832207128 0.0016517242556948182 -0.00084608671567252462 0.0015694905912022701 0.0018374245493319949 -0.0019050047264671213 -0.0013130443433599195 -0.00043728984812984933 -0.00061221758122706601 0.0011019846585530524
leaf_weight=2.0135202743113032 18.228208865970377 8.8913324978202599 4.4871135838329783 9.0196343176066858 5.2435755394399157 3.6287129223346701 1.4767780005931843 4.304768219590196 3.2404932938516131 2.1709159091114989 3.7171218693256378 4.2838034480810165 3.5182824470102778 13.29002862237394 6.3329913429915923 3.7730889171361905 2.3545831069350234 5.3699522837996483 3.0772144757211208 3.0256341863423577 4.7542113810777655 2.8359985873103168 12.974699873477219 1.3616061657667149 2.0169624239206305 72.915699457749724 8.4082139991223794 4.081389632076025 3.7951328307390213 2.2166990041732788
leaf_count=23 279 123 59 132 75 56 13 52 58 16 24 46 40 161 55 36 19 47 26 55 31 37 122 19 28 2077 119 37 27 18
internal_value=0 -0.00112923 0.000554008 0.000144282 -0.000370082 -0.00147228 -0.00164658 -0.000301745 -5.6223e-05 0.00156379 -0.000500567 0.00042836 0.000199904 -0.000814783 -0.000333533 -0.000389968 0.000107549 0.00045218 7.51768e-05 -0.00060716 -0.000263498 -6.50853e-05 -0.00029302 -0.000882827 0.00121014 -0.00178602 -0.000908346 0.000562662 0.000237878 -0.000481661
internal_weight=0 156.135 70.6736 50.2745 48.5954 107.539 89.5066 35.4427 30.9556 20.3991 46.5818 11.774 27.7151 34.8078 21.5178 7.49021 16.2742 13.9196 6.70593 18.0328 15.0072 24.1969 21.3609 10.2529 14.8317 82.8007 9.88499 8.38616 5.8121 7.58665
internal_count=3910 3023 887 592 504 2519 2291 405 346 295 481 106 288 375 214 60 139 120 82 228 173 248 211 142 187 2209 132 89 55 65
is_linear=0
shrinkage=0.00201014


Tree=83
num_leaves=31
num_cat=0
split_feature=4 12 453 3 49 481 132 376 133 50 48 13 4 150 0 42 0 38 0 16 52 52 52 16 43 0 12 3 52 41
split_gain=16.0301 10.8798 4.41084 3.96175 3.74448 3.61083 3.14125 4.02347 3.1725 3.00394 2.87506 2.72488 2.73979 2.56523 3.17978 2.49585 2.40789 2.39912 2.29804 2.12738 2.70821 2.06245 1.95683 1.83361 2.31457 2.72298 2.15325 2.07198 3.08061 3.59724
threshold=0.28937500000000005 0.080120000000000011 1.0000000180025095e-35 0.097615000000000021 -0.062504999999999991 -0.0079799999999999992 0.082150000000000015 0.048375000000000008 -0.069944999999999993 0.11901000000000002 0.13342000000000001 -0.080649999999999986 -0.23071499999999998 0.085360000000000005 -0.060094999999999989 -0.089024999999999979 -0.032484999999999993 1.0000000180025095e-35 -0.10071499999999999 -0.011964999999999998 -0.082174999999999984 -0.018824999999999998 0.10701500000000001 -0.17157499999999998 -0.07526999999999999 -0.10783 0.087020000000000014 -0.115685 -0.12272499999999999 0.078535000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 13 -1 7 8 -7 10 -2 17 22 21 -15 -9 18 -10 19 -14 -21 -3 -13 24 25 -6 -26 28 -25 -30
right_child=2 3 -4 -5 23 6 -8 15 11 -11 -12 12 16 14 -16 -17 -18 -19 -20 20 -22 -23 -24 27 26 -27 -28 -29 29 -31
leaf_value=-0.0031255532734877794 0.0027261510810224431 0.0028199474097332475 -0.0028544441284250113 0.00074766537442737604 -0.00085434504091051148 -0.0034805406763508302 0.0025815121586200791 -0.0013629560642372759 0.0024828160500891612 -0.0015080355781155576 -0.0025068252859710071 -0.0035925820964136219 -0.00070353214870256891 -0.0032870789374918729 0.0018854911010399184 0.002509950786729533 0.002750524899374618 -0.0016734287158847959 -0.0026673914132438179 -0.00071093409370979771 0.0040421893169308191 -0.00070328195130688455 0.00049975895851621344 -0.0033557813767805724 0.0007857319086565451 0.0055732212988323848 -0.003495606067935259 -0.0027227273936337648 0.0014730436548052504 -0.0035653992519114703
leaf_weight=3.6180131640285245 18.339707015082251 3.0253237802535295 1.9510676227509964 5.4568614773452273 1.8307578358799221 3.3164412640035144 4.5529527980834237 2.0628671906888485 5.3839309122413388 2.0896060243248931 1.0852126665413369 4.5806855186819986 13.683387398719791 4.3487052395939827 1.5816139429807661 7.6298561729490739 2.3802194036543467 1.811311215162277 4.1031197756528845 2.2726033423095942 2.4107841514050969 3.4941286221146566 1.5181955546140669 4.1394418906420469 1.6970590259879808 0.99157766811549652 3.5330056995153427 51.484770601615317 4.9236487969756038 1.9229150358587501
leaf_count=56 375 36 22 33 37 56 58 19 84 18 11 81 124 100 16 119 26 18 53 24 19 44 15 116 19 15 62 2151 65 38
internal_value=0 -0.00113636 0.00164308 -0.00183068 -0.00200024 -0.000101403 9.50091e-05 -0.000126304 -0.000549915 0.00205095 0.0024338 -0.000295113 -0.000697698 -0.000420773 -0.00190756 0.00168569 -0.000237234 0.00143653 -0.000553726 -8.15346e-05 0.00173575 0.000931657 -0.00257387 -0.00227908 -0.000876059 0.00140387 -0.00210639 -0.00245992 -0.00122831 5.79546e-05
internal_weight=0 147.754 23.4656 88.4298 82.9729 59.3244 55.7064 51.1534 41.4607 21.5145 19.4249 38.1442 30.949 12.4498 5.93032 9.69272 24.8501 7.19524 22.4699 18.3668 4.68339 6.51945 6.09888 70.5232 8.0524 2.82234 5.23006 62.4708 10.986 6.84656
internal_count=3910 3484 426 2732 2699 752 696 638 500 404 386 444 342 196 116 138 246 102 220 167 43 80 96 2503 133 52 81 2370 219 103
is_linear=0
shrinkage=0.00312391


Tree=84
num_leaves=31
num_cat=0
split_feature=1 12 0 150 4 1 4 2 159 2 2 453 51 38 3 52 122 51 14 48 455 4 1429 2 3 13 12 147 15 49
split_gain=31.9732 11.0105 7.74396 7.14325 6.16483 5.91581 5.3861 8.37478 5.06894 5.03525 4.2861 4.24741 3.57123 3.4831 3.44691 3.33771 2.81131 2.54932 2.32151 3.50901 2.23336 2.16489 2.27255 2.08798 1.96852 1.84903 1.78618 3.22143 1.45218 1.19393
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.060094999999999989 0.081245000000000026 0.22584000000000001 1.0000000180025095e-35 -0.49837999999999999 0.10742000000000002 0.092630000000000018 0.088820000000000024 0.114165 1.0000000180025095e-35 0.08955500000000001 0.10386000000000002 -0.115685 0.10433000000000002 0.089350000000000013 0.043405000000000006 -0.46879999999999994 0.11930500000000001 0.092155000000000001 0.074650000000000008 0.079720000000000013 -1.0000000180025095e-35 0.11476000000000001 -0.15078499999999997 0.090585000000000013 0.074865000000000015 -0.0071449999999999994 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=2 13 5 4 10 24 15 8 -8 21 23 18 17 16 -9 -4 20 28 -6 -20 -2 22 -7 -3 -1 -12 -5 -28 -11 -27
right_child=1 3 6 26 11 9 7 14 -10 12 25 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0019011229126695136 0.0020867160970665126 0.00070835329926184317 -0.0024521474106607333 0.0017353419453181133 -0.0010060827773319917 -0.0016129061613002996 0.0024448255712856419 0.00094617762035807988 -0.00074021665774877453 -0.00092887076157496275 0.0022999602285275552 -0.0024172404740698179 -0.0015108000093160192 -0.00052294424614041698 -0.0022341123895412689 0.00050018352243203813 -0.00094088187557731797 0.0029982232805992543 0.0015729685725106948 -0.0015497257611431692 -0.00063540889084778081 0.0011436018836401488 0.00062784256040695336 -0.0017796890688916078 -8.7557150458696583e-05 -0.0010767978907645114 -0.0014736610499667534 0.002203118940300423 0.0013051520121732771 0.00097398627126723213
leaf_weight=62.737250300124288 22.376304093748342 1.5758348181843782 5.710721109062435 9.4442109055817109 2.5372481010854235 22.476486543193467 7.976343862712385 2.0708936527371433 2.9480443075299263 2.1354942582547665 1.5706386156380174 1.9666224271059025 2.921216145157814 3.2769463099539271 5.0434351265430415 2.3196045774966478 1.5676871463656414 2.327446635812521 11.673017207533123 1.7875572890043248 1.3783424124121655 1.5076777674257744 2.1349568441510192 18.639180088415745 2.6887574493885031 3.1224087476730338 2.3879259005188933 1.8005260527133939 3.0345726143568736 2.0102014541625977
leaf_count=1773 343 15 80 109 21 511 50 13 20 20 20 20 29 30 114 19 13 16 123 15 15 16 19 363 15 38 27 20 28 15
internal_value=0 0.000435084 -0.00119489 -8.077e-05 -0.00048043 -0.00145299 -0.000185388 0.000444068 0.00158531 -0.00078401 -0.00110882 0.000461166 0.000435928 0.00149055 -0.00130837 -0.00159935 0.00175111 0.00119442 0.00081501 0.00115828 0.00192877 -0.00127063 -0.00141853 -0.00158574 -0.00182659 0.000329409 0.00123503 0.000106908 0.00038239 -0.000273602
internal_weight=0 87.1147 128.033 58.5154 44.8827 101.964 26.069 18.0387 10.9244 36.5379 26.9183 17.9644 10.4187 28.5993 7.11433 8.03033 25.3223 7.49751 15.9978 13.4606 23.7546 26.1191 24.6114 20.215 65.426 6.70325 13.6327 4.18845 5.17007 5.13261
internal_count=3910 1187 2723 786 630 2427 296 197 70 639 451 179 93 401 127 99 371 64 159 138 358 546 530 378 1788 73 156 47 48 53
is_linear=0
shrinkage=0.00207552


Tree=85
num_leaves=31
num_cat=0
split_feature=1 12 150 0 4 1 4 2 159 1429 48 128 2 4 14 52 3 2 14 0 122 38 1 15 13 403 1213 2 52 3
split_gain=34.5252 11.4096 7.42517 7.40452 7.03086 5.65099 4.90628 8.3365 4.75157 4.63863 4.58417 4.48232 4.34923 4.04841 3.51949 3.21853 3.17915 2.95238 3.97084 3.2778 2.73874 2.81033 2.54262 2.08086 2.0657 2.0142 4.7153 1.9125 1.85995 1.75926
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 -0.060094999999999989 0.22584000000000001 1.0000000180025095e-35 -0.49837999999999999 0.10742000000000002 0.092630000000000018 0.084710000000000021 0.11930500000000001 0.092725000000000016 0.114165 0.25367000000000006 -0.46879999999999994 0.10433000000000002 -0.115685 1.0000000180025095e-35 0.077685000000000018 -0.14733499999999997 0.089350000000000013 0.11976000000000002 0.10752500000000002 0.041585000000000004 -0.15078499999999997 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0025949999999999997 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 12 29 15 8 -8 13 14 20 27 17 -6 -5 -9 25 19 28 21 23 -16 -2 -14 -7 -27 -3 -19 -1
right_child=1 2 -4 6 10 9 7 16 -10 -11 -12 -13 24 -15 22 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020154016037391689 0.0022171695426307387 0.00053259371490801076 0.0012630432625720393 -0.0025716698392897162 -0.0013791568896759625 -0.0022563212137589311 0.0024326292043859274 0.00084380365992141966 -0.00080870843426240175 0.0020864338241822588 -0.0017998108966906597 -0.0021434183107997724 0.0024226489554035574 0.0023975462080181279 -0.00038895812670830445 0.00044516476357321736 -0.0023529821695309253 -0.0012686647309126673 -0.0024041710655325179 0.0019116705545268778 -0.00082135055932753447 -0.0010582732963062766 0.0019384859867307628 -0.00042195203507593067 -0.00038139322554737608 -0.0022614715917799446 0.0044808165619151085 -0.001895333476036273 0.00067137514811815336 -0.00025185661034001178
leaf_weight=66.271962394937873 23.767364304512753 1.6712080650031591 14.216573949903248 5.7506895922124404 2.5087872147560129 13.497317027300594 7.9376050643622893 2.0557260662317303 2.9448859766125679 2.3234302699565879 3.4135784246027461 1.5086378976702679 1.635884892195463 1.5122633278369892 2.8416279032826433 2.3724656030535698 5.2527078427374327 7.2264326773583889 4.612449809908866 3.0832377411425123 1.894442707300185 1.4518940299749363 10.34506058692932 1.5090333893895138 5.2594974599778643 1.4786719828844073 0.73878741264343162 19.760082516819242 3.475980069488287 2.8000794500112525
leaf_count=1773 349 15 156 80 20 355 50 13 20 20 30 12 20 12 21 19 114 56 83 24 15 11 108 14 53 43 15 363 31 15
internal_value=0 0.000418697 -0.000118468 -0.00131806 -0.000532509 -0.00157272 -0.000282356 0.00034648 0.0015555 -0.000897101 0.000489018 0.0015178 -0.00122163 -0.00109168 0.000986811 -0.00169057 -0.00145379 -0.00124637 -0.000653829 -6.8194e-05 0.00171077 0.00189025 0.00143694 0.00205961 0.000283848 -0.00194008 -1.51542e-05 -0.001706 -0.000638569 -0.00194391
internal_weight=0 91.7837 61.6523 133.335 47.4357 107.021 26.3141 18.1909 10.8825 37.9486 19.1091 30.1314 28.3267 35.6251 15.6955 8.12316 7.30843 34.1129 18.3981 13.7857 28.6227 26.7283 13.1867 25.2764 6.89538 15.7148 2.21746 21.4313 10.7024 69.072
internal_count=3910 1187 786 2723 630 2427 296 197 70 639 179 401 451 619 149 99 127 607 194 111 389 374 129 363 73 413 58 378 87 1788
is_linear=0
shrinkage=0.00217932


Tree=86
num_leaves=31
num_cat=0
split_feature=1 12 3 3 51 3 457 40 130 484 14 4 51 3 13 48 52 3 1373 51 49 4 4 49 150 43 13 16 15 15
split_gain=16.433 6.4762 5.06701 6.03286 4.78955 4.61325 4.14119 4.08289 3.78783 3.10645 3.30466 3.00176 2.66903 2.65778 2.52705 2.45617 3.18256 3.00836 2.35879 2.34866 2.43565 2.58787 2.67667 2.76186 2.26585 1.61193 4.64515 1.60315 1.41389 1.33435
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.115685 -0.032959999999999996 -0.40274499999999996 0.16699000000000003 0.081330000000000013 0.34489500000000001 -0.012079999999999999 -1.0000000180025095e-35 0.077685000000000018 0.22584000000000001 0.092720000000000011 0.12046500000000002 0.15641500000000003 0.11930500000000001 0.13709500000000002 0.090325000000000003 0.084905000000000022 -0.097124999999999989 -0.088329999999999978 -1.0000000180025095e-35 0.0057500000000000008 -0.047309999999999998 -0.099594999999999975 -0.17307499999999998 0.16421000000000002 0.0015250000000000001 -1.0000000180025095e-35 -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=2 4 9 25 -2 6 8 18 -3 -1 14 24 19 -8 -11 16 17 -13 -6 -5 -21 -22 -23 -24 -10 26 -4 -16 -25 -26
right_child=1 5 3 12 7 -7 13 -9 11 10 -12 15 -14 -15 27 -17 -18 -19 -20 20 21 22 23 28 29 -27 -28 -29 -30 -31
leaf_value=-0.003114460066945505 -0.0034851020166561187 0.0019420216233393614 0.0033194762065960476 -0.0024956945837814842 0.0025827686126667416 0.0025614085540583685 0.0026013015990270115 -0.0033940430750415648 0.0022442405033987673 0.0017207052838410391 -0.002974944584561602 0.002117812648104097 -0.0032443903759472735 -0.0013481862656280999 -0.003159932663527756 -0.0028510805803949328 -0.0027159509649399716 -0.0013920517215859781 -0.0011373639351956373 -0.0031536175730364226 0.001298425279162648 -0.0031192907807862324 0.0034873084248377871 -0.0022792037362281913 -0.0011604579121496494 -0.0023871574664172061 -0.0029709739745145754 0.00060826765460061439 0.0006914793935131118 -0.0027306075739272442
leaf_weight=2.2806540094316032 1.3677443936467195 3.5219501052051774 1.5559404101222747 3.4801788572222057 18.052820496261127 4.4352524783462277 5.0712832286953917 1.0718115270137776 1.0173071138560796 9.5795614868402463 1.9889872577041376 6.6998496893793327 2.8228347748517981 1.8855960257351396 1.6212645433843129 2.2760520093142977 2.1853902749717227 2.7904880717396736 1.4883063044399012 1.789599128067503 10.228347091004261 2.7550015859305699 1.5814482346177188 2.5991109572351068 7.2124625928699961 50.743359856307507 2.4197557363659143 2.0783987231552601 2.5709052179008545 11.06392313539982
leaf_count=48 10 58 26 80 367 80 58 8 9 79 58 84 38 19 28 26 22 26 16 17 78 40 11 45 143 2052 79 16 28 261
internal_value=0 0.000384387 -0.00140849 -0.00170314 0.00166187 -0.000198673 -0.000478647 0.00200339 -0.000858866 -2.25311e-05 0.000439319 -0.00115559 -0.000626419 0.00153083 0.000950713 -0.000151959 0.000374204 0.00108579 0.00229943 -0.00033087 1.91506e-05 0.000306865 -0.000759991 0.000202745 -0.00188134 -0.00225071 -0.000509124 -0.00104303 -0.000801966 -0.00211097
internal_weight=0 70.1402 100.095 82.5465 21.9807 48.1596 43.7243 20.6129 36.7674 17.5489 15.2682 33.2455 27.8274 6.95688 13.2792 13.9518 11.6757 9.49034 19.5411 25.0046 21.5244 19.7348 9.50647 6.75146 19.2937 54.7191 3.9757 3.69966 5.17002 18.2764
internal_count=3910 1187 2723 2494 401 786 706 391 629 229 181 571 337 77 123 158 132 110 383 299 219 202 124 84 413 2157 105 44 73 404
is_linear=0
shrinkage=0.00284026


Tree=87
num_leaves=31
num_cat=0
split_feature=1 123 3 15 3 150 11 15 133 39 49 51 52 15 1456 133 156 484 1374 2 47 11 43 133 15 52 15 4 52 15
split_gain=23.4855 7.52026 6.03352 5.58479 5.26153 4.64113 3.99794 4.04463 3.47046 3.2133 2.85718 2.98935 3.25225 2.69452 2.67987 2.56825 2.46565 3.17202 2.41546 2.27264 2.55878 2.15898 1.97397 1.84807 1.92815 1.80395 1.75463 1.70622 2.44976 1.62812
threshold=0.10398500000000001 1.0000000180025095e-35 -0.115685 -0.24219999999999997 0.084925000000000014 0.075065000000000007 0.08184000000000001 0.079360000000000014 0.032270000000000007 0.12371500000000002 -0.085974999999999982 -0.097124999999999989 0.11588000000000002 -0.095799999999999982 0.091465000000000005 -1.0000000180025095e-35 0.096585000000000018 -1.0000000180025095e-35 0.087110000000000007 0.14073000000000005 0.13469 0.08765000000000002 -0.028814999999999997 -0.083144999999999983 0.10943500000000002 -0.23815499999999998 -0.064869999999999983 0.0057500000000000008 -0.010284999999999997 -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 6 14 -4 9 7 8 22 16 -6 -12 13 -13 -2 -3 17 -5 25 20 21 23 -1 -19 26 -7 29 28 -15 -25
right_child=3 15 4 5 10 18 -8 -9 -10 -11 11 12 -14 27 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0032993003391604868 0.0021310200618403917 -0.0019507991981767352 -0.0019638706767594509 -0.0024138403698347804 -0.0028035218757468641 -0.000802348699125587 -0.002215423939483097 -0.0020851048625148091 -0.0012217264366316031 0.0021452020944526112 -0.0026732905534463283 -0.00091866776568606692 -0.0021626478734070517 -0.00051379438717440553 -0.0016724717378393845 0.0014590016281946486 -0.0028307050439745213 -0.0019215821343992461 -0.0018007591666249041 0.0024078539442755399 -0.0026323723959606718 -0.0025132835335153212 0.00094214355021887838 0.0015923317740358977 -0.0010526468078635807 0.0021778664275477681 0.002457581023665559 0.0031842292681349767 0.0026789180881683556 -0.00095394483228227812
leaf_weight=3.2086089849472073 15.709247432649137 1.6475261095911253 77.345643131062388 3.928180322051058 3.0518865846097496 1.4379229433834542 4.8136133644729844 3.3723839558660975 3.3902218621224156 2.9166085906326762 2.6086556576192423 4.137598235160115 2.9376431219279775 3.6249340511858481 1.2368443831801403 8.035102926194666 2.7611382249742737 1.8817587029189038 1.279890589416026 2.2079240120947352 2.4506189450621596 1.7722944431006897 6.9880595318973091 3.2575803808868034 2.9832175411283961 9.9984526336193067 4.2031918317079358 2.6506216898560524 2.5226843059062851 2.9725328423082824
leaf_count=28 283 30 2416 59 30 13 92 72 35 28 58 29 29 36 12 87 58 14 14 28 29 21 52 33 31 160 55 14 15 49
internal_value=0 -0.0012307 -0.00139999 0.000639696 -0.00166106 0.000172791 -0.000214394 0.000353566 0.000958865 -0.000341635 -0.000573423 -0.000205175 0.000200436 0.000737077 0.00185341 0.000878815 -0.000596861 -0.000356463 0.00144042 1.54682e-05 -0.00025512 8.61538e-05 0.00168388 0.000387297 0.000711133 0.00180316 0.00121545 0.00151573 0.00079634 0.000377444
internal_weight=0 130.335 120.653 60.9974 98.8797 44.0513 21.7729 16.9593 13.5869 31.335 21.534 18.4821 15.8735 12.9358 16.9461 9.68263 28.4184 25.6573 12.7163 21.7291 19.5212 17.0706 10.1967 15.2983 13.4165 11.4364 10.4333 8.79824 6.14762 6.23011
internal_count=3910 3023 2906 887 2627 592 279 187 115 405 211 181 123 94 295 117 377 319 187 260 232 203 80 182 168 173 137 65 51 82
is_linear=0
shrinkage=0.00248786


Tree=88
num_leaves=31
num_cat=0
split_feature=1 12 1 3 3 13 4 4 47 14 484 1446 51 51 484 133 123 3 13 47 48 52 41 52 0 13 16 49 52 12
split_gain=38.1917 11.7108 9.65698 7.72047 9.67232 7.51304 5.307 5.0641 6.37829 4.08337 4.04359 3.48953 2.82547 3.24961 3.30954 3.38134 3.19553 2.94647 2.75801 2.38421 3.17966 2.25972 2.24783 1.77763 1.64164 1.59328 1.52703 1.40642 3.27291 1.39704
threshold=0.094485000000000013 0.090840000000000018 0.13026000000000001 -0.115685 -0.032959999999999996 -1.0000000180025095e-35 0.22584000000000001 -0.16401499999999997 0.096475000000000019 0.077685000000000018 -1.0000000180025095e-35 0.089150000000000021 0.092720000000000011 -0.10145999999999998 0.08654000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 0.15641500000000003 0.083670000000000008 0.10417000000000001 -0.074484999999999982 0.078535000000000008 -1.0000000180025095e-35 -0.14733499999999997 -0.17606499999999997 0.0015250000000000001 -0.081629999999999994 -0.044539999999999989 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 6 9 25 11 -3 -7 21 10 -1 19 13 -6 15 -15 17 -17 22 -2 -21 24 -12 -19 -9 -5 -20 28 -27 -8
right_child=1 2 -4 4 12 7 29 8 -10 -11 18 -13 -14 14 -16 16 -18 23 26 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0028883826763089044 0.0026613571228855022 -0.0025229752790817939 0.0020684238444773325 0.0034082358948959936 -0.0024624894695624297 -0.0021539710115408895 -0.0014488078836380617 -0.0013407965277293201 -0.0016249998572762635 -0.0027734420402844235 0.0022056065335477213 -0.0019655051758826927 -0.0029869447614596836 -0.0026888529301113654 0.0024033158990139879 -0.002051710919678042 0.0023490620658529267 -0.00061305542302287372 -0.0025596401764291423 -0.00020904646523152296 0.0029694618363573602 0.0020769397797281357 -0.00050729477110699774 0.0015949400784687788 0.0015540660654874399 0.0010627364149511809 0.00053350182266717031 -0.0024211576330184447 -0.0028032953368190938 0.00084097512423936152
leaf_weight=2.2389600723981919 24.839013520628214 14.182702295482164 6.5036547444760791 0.33333078026771445 4.3453012257814434 4.8540891259908703 2.6861063688993436 2.7485761716961861 5.8211212120950213 3.2773867081850758 8.6106462068855745 1.4021593928337086 3.1172435879707328 3.6353856883943179 3.358440324664115 5.1632257886230937 3.4287265762686721 5.5577639006078314 2.0251061320304862 5.2871600054204446 3.6305268742144108 13.50144229084253 2.7578311637043944 4.5233269818127066 2.6138695701956829 2.6609963327646255 2.3679527081549168 73.623446462675929 3.425654772669076 5.6669196896255016
leaf_count=34 362 294 76 2 77 63 21 18 53 72 55 15 38 56 22 60 22 38 28 40 41 133 24 24 26 23 16 2066 66 45
internal_value=0 0.000640859 -0.000738866 -0.00153383 -0.00180556 0.00126014 -0.00154903 0.000287877 0.000768045 -8.85514e-05 0.000400292 0.002077 -0.000617181 -0.000371043 -1.69698e-05 -0.000381334 6.79087e-05 -0.000445164 0.000867455 0.00224492 0.00108497 0.0015065 0.0015475 0.000377659 7.02748e-05 -0.00229742 -0.00089237 -0.00232128 -0.00111312 0.000104643
internal_weight=0 93.7373 29.0394 134.451 113.173 64.698 22.5357 29.5391 24.685 21.2779 18.0005 35.1589 33.1294 30.0122 25.6669 22.3084 18.673 15.2443 15.7615 33.7567 8.91769 18.8639 11.3685 10.0811 5.36245 80.0434 4.39306 79.7101 6.08665 8.35303
internal_count=3910 1187 436 2723 2494 751 360 293 230 229 157 458 337 299 222 200 144 122 123 443 81 177 79 62 44 2157 44 2155 89 66
is_linear=0
shrinkage=0.00261519


Tree=89
num_leaves=31
num_cat=0
split_feature=1 52 12 47 52 15 3 1 3 123 3 1 49 376 147 12 48 50 150 15 457 484 123 16 2 1 49 52 16 12
split_gain=65.7594 16.3207 14.1057 11.6148 8.89397 6.30381 5.62185 5.07861 4.58638 4.51098 4.38634 4.49529 4.28521 3.60386 3.59939 3.22507 3.20579 3.1304 2.9501 2.64645 2.54465 2.31139 2.28465 2.02732 1.92698 1.65116 1.59321 3.44964 1.42352 2.61327
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 0.08801500000000001 0.12539500000000003 0.05377500000000001 0.097615000000000021 0.13702500000000004 -0.115685 0.08128500000000001 -0.15121499999999996 0.085990000000000011 -0.14750499999999997 0.083925000000000013 0.085900000000000018 0.091555000000000011 0.12862000000000004 0.11901000000000002 0.084800000000000014 -1.0000000180025095e-35 0.082870000000000013 0.073820000000000011 1.0000000180025095e-35 -0.53257999999999994 0.083795000000000022 0.11649500000000002 -0.081629999999999994 -0.044539999999999989 -0.17157499999999998 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 -2 10 4 5 16 8 9 18 23 -1 19 -7 14 20 25 17 -3 21 -12 -13 -4 24 -5 -21 -6 27 -10 29 -28
right_child=1 3 6 7 15 12 -8 -9 26 -11 11 13 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.001204360396492852 -0.0017963010632882166 0.0021463661336070202 -0.0015977718403967899 0.00015020427418744938 -0.00069922322427100705 0.0014514959268611505 0.00035586721435974751 0.0017379318604995872 0.00074527172805181647 0.0014209442856780213 -0.0020301922094858702 -0.0012709981858320045 -0.0014429968115341396 0.0017238050738486658 0.0019789263468503299 -0.0021646899024852164 -0.00065183518539026978 -0.00053702611923918343 0.0014423856004883197 0.00029708339658319799 0.0005910543242414304 0.0002667711544453246 0.0013196391576772166 -0.0016405252515424009 -0.0020190000002083099 0.001430219939422057 0.0011062017181760239 -0.0022658223576696376 -0.0020982803715061428 -0.0018723077224306686
leaf_weight=6.271933287382125 10.609036222100256 48.872469812631607 12.308732565492397 3.5784472525119844 3.17035338655114 4.6164528802037239 5.4414475858211508 4.30852998048067 2.8992458805441856 3.3886319845914832 11.839052878320219 12.100208155810842 4.3946555331349355 4.1978001520037642 2.3940063118934622 3.3418076485395432 2.022949092090129 1.9916187599301327 2.1863554492592803 2.5649600774049741 4.4071374982595435 3.8394273519515982 2.2344864904880524 12.516743283718826 4.1229077838361263 3.2417129054665565 1.7460015192627896 3.9653650298714629 101.84181500226259 5.0378951281309128
leaf_count=36 149 508 153 26 24 32 25 32 24 27 134 110 35 30 17 34 12 12 14 20 24 23 12 119 50 25 18 63 2047 75
internal_value=0 0.000672344 -0.00139107 0.000946744 0.00136849 0.00166191 -0.00173459 -0.000323362 -0.00181959 -0.000779184 -0.000436764 -0.00067144 3.98717e-05 -3.46651e-05 -0.000425204 -0.000493588 0.00193828 0.0020413 -0.000844785 -0.00137992 -0.000773867 -0.00115445 -0.000517064 -0.00124239 -0.00113073 0.000377348 -0.00197435 -0.000994097 -0.00203629 -0.00110572
internal_weight=0 106.053 189.399 95.4444 71.652 61.8981 139.266 23.7924 133.825 19.4838 50.1325 43.8606 9.01111 23.0992 18.9014 9.75387 52.887 50.8641 18.3345 20.7614 16.5073 16.1482 8.92235 16.0952 6.68787 6.41207 115.49 6.86461 108.626 6.7839
internal_count=3910 1035 2875 886 682 599 2442 204 2417 172 433 397 67 181 151 83 532 520 190 216 134 176 82 145 70 49 2227 87 2140 93
is_linear=0
shrinkage=0.00209804


Tree=90
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 50 0 121 457 38 3 123 48 51 42 4 42 16 12 16 16 1 15 2 457 151 49 3 3
split_gain=49.9397 13.2153 11.5428 9.11581 9.54345 6.64385 6.18442 5.37673 5.00988 5.24774 4.52479 4.10087 3.88416 3.6752 3.67363 3.4941 2.88765 3.79555 2.72236 2.67589 2.65375 3.72651 2.51022 2.87932 2.20701 2.08071 2.5455 2.07188 1.94898 4.1016
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 0.16699000000000003 0.28937500000000005 1.0000000180025095e-35 0.11384500000000002 -0.060094999999999989 -1.0000000180025095e-35 0.081330000000000013 0.12641000000000005 -0.15121499999999996 1.0000000180025095e-35 0.11379500000000002 -0.26158999999999993 0.092635000000000009 -0.51381999999999983 -1.0000000180025095e-35 -0.50763499999999995 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 0.09112000000000002 -0.0058549999999999991 0.089910000000000004 0.083995000000000014 -0.090064999999999992 0.14121000000000003 -0.074234999999999982 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 8 6 13 18 -3 27 14 -1 19 -6 -2 16 -9 -18 -4 -13 21 24 23 -14 -21 -20 -27 28 29 -10
right_child=1 3 7 -5 5 -7 -8 15 9 -11 -12 12 22 -15 -16 -17 17 -19 25 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012305514237778029 -0.00087474179086992603 0.0024793389649091458 -0.00027219352181934864 0.0022241814267426477 0.0021783313342857587 -0.0026162857892104894 -0.0022978482115910679 -0.0020463410914212392 -0.0017056735481784187 0.0010048156808766023 -0.0017241072254077518 -0.002192556314898246 -0.0020921347761037956 -0.00036145115831711375 0.0020876386599354684 -0.0023395213684528609 -0.0019208400967704613 0.0010658663131747456 -0.0020613534250904252 -0.0015870537801852848 -0.002342381464776134 0.0012709227907821293 0.0015562134130596512 0.0011232454371607572 7.422275615370597e-05 -0.0023165603495176905 0.0001566017016494179 0.00014879901384336937 -0.002386363278638661 0.0013045723194909467
leaf_weight=5.8031070008873931 2.0926227718591717 1.8463462740182865 4.5775924734771243 7.5659023858606806 13.721523072570571 2.304512880742549 2.0290695503354064 2.8715504854917535 12.400348715484141 4.4759006053209296 1.7087837234139431 7.6031042188406017 2.7740785740315914 3.2880611717700949 28.362553410232067 4.296427931636571 2.5722395554184923 8.6155522465705854 94.885919682681561 9.2696072235703486 3.9497669823467723 4.714842028915883 4.952516958117485 2.4342626854777318 6.2216937169432649 3.4040172956883907 4.496945582330226 3.1505940482020369 11.146006949245931 2.5386186018586185
leaf_count=36 12 18 46 80 143 19 13 26 169 32 11 91 31 21 349 78 34 55 2101 88 60 35 38 14 40 61 41 25 115 28
internal_value=0 0.000562743 -0.00137282 -8.66285e-07 -0.000296722 0.00084382 0.00126264 -0.00171576 -0.00098132 -0.00117086 0.0016924 -0.000469391 -0.00070472 0.00168738 0.00188409 -0.000636617 -0.000116222 0.000379178 -0.00190026 -0.00107621 -0.000724843 -0.000408657 0.000456428 -0.000589338 -0.000919844 -0.00197277 -0.000908925 -0.00150395 -0.00170357 -0.00119413
internal_weight=0 96.6308 173.443 64.4669 56.901 21.3432 19.0387 125.72 35.5578 33.7115 32.164 47.723 41.9199 17.0096 30.4552 18.3558 14.0593 11.1878 107.364 31.759 24.1559 20.2061 10.1609 5.20834 15.4913 102.787 7.90096 29.2356 26.085 14.939
internal_count=3910 1035 2875 663 583 196 177 2442 387 369 372 433 397 164 361 193 115 89 2249 314 223 163 83 45 128 2203 102 337 312 197
is_linear=0
shrinkage=0.00215765


Tree=91
num_leaves=31
num_cat=0
split_feature=1 12 15 150 13 49 484 156 1456 15 52 2 147 2 3 11 16 47 1 1 15 12 160 3 133 151 15 1 1374 149
split_gain=18.8265 6.63765 4.69939 3.76482 3.70385 4.82666 2.8434 3.4702 2.63106 2.60828 2.55974 2.53837 2.42312 2.36741 2.33799 2.50693 2.4034 2.63955 2.27469 2.12214 2.75328 2.09206 2.6404 2.04836 2.45479 1.98164 4.02563 1.92857 1.8962 1.94701
threshold=0.10398500000000001 0.080120000000000011 -0.24219999999999997 0.075065000000000007 -0.09547499999999999 -0.081629999999999994 -1.0000000180025095e-35 0.096585000000000018 0.091465000000000005 0.079360000000000014 0.11588000000000002 0.14073000000000005 0.088035000000000016 0.097940000000000013 -0.013944999999999997 1.0000000180025095e-35 0.081265000000000018 0.09252500000000001 0.08844500000000001 0.094385000000000011 -0.008624999999999999 0.085185000000000025 0.084100000000000022 -0.12008499999999998 -0.031394999999999992 -0.0074049999999999993 -0.091704999999999995 0.079945000000000016 0.072495000000000018 0.086595000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 10 21 -4 11 -2 12 13 -8 14 18 15 27 17 19 -3 20 25 -6 -23 24 -7 26 -16 -1 29 -5
right_child=2 4 3 28 5 23 7 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026406805451374639 0.0025354252045202198 -0.0016045750846235822 -0.0029386671274253483 0.00253459512295554 -0.002994488535651671 0.002813004111300399 -5.0182553617607664e-05 -0.0034853145044964205 -0.0021606704886550426 -0.0033518800063152645 -0.0035275416958850622 0.0030678478771194173 0.0034983394120164063 0.0017876157014427166 0.0015121801939058249 -0.0022763211494949594 -0.0031686045250325441 -0.0033280254239314621 0.0030591209674902379 0.0018477411009138452 0.0012999708111766516 -0.00083008540780804855 0.0038648856575081067 -0.0027464771504618134 -0.0018132714025495152 -0.0033692671278489883 -0.003606381253688938 0.00309764079901911 -0.0018631467892466632 -0.001671461196430989
leaf_weight=5.2875837162136978 14.344739938154815 7.3901324793696386 3.6590846180915859 9.4467863328754884 1.3194034360349167 1.2802520636469124 20.46510190516711 2.4984163623303166 1.222352348268031 2.6473025269806376 2.3391148764640084 2.8025828748941413 1.6041716672480095 4.4281835444271556 3.6934251487255096 2.049487840384244 3.7065986450761548 2.6970274858176699 1.1396522019058464 4.1951197721064082 4.6791295893490412 2.3791756369173527 2.1554933860898018 50.631688095629215 7.0235452018678171 3.6208257135003796 2.3889397159218815 3.9706413373351097 1.2974074482917775 1.1674793958663929
leaf_count=52 283 123 59 158 26 11 248 58 12 49 55 40 21 31 25 18 83 32 19 41 43 40 16 2077 121 65 26 49 15 14
internal_value=0 -0.00141629 0.000727794 0.000185922 -0.0019291 -0.00225018 -0.000404065 -4.41223e-05 0.00216668 -0.000403229 -0.000569202 0.000325383 -0.000197229 -3.51751e-05 -0.000360594 0.000798624 -0.000885316 -0.000487504 -0.000981465 -7.51236e-05 -0.000635996 0.000410804 0.00140161 -0.0025145 -0.00110001 -0.00156957 -0.000498211 0.00147932 0.00164336 0.00207196
internal_weight=0 120.627 56.904 41.3369 80.0866 64.7896 29.4252 25.7661 15.5671 40.5403 15.2971 23.2677 37.893 12.958 36.2888 11.3077 24.9811 21.2745 8.52978 18.5774 14.3823 5.85407 4.53467 58.9355 8.3038 9.70319 6.08236 9.25823 11.9117 10.6143
internal_count=3910 3023 887 592 2519 2291 405 346 295 504 228 288 455 173 434 119 315 232 142 200 159 82 56 2209 132 116 51 101 187 172
is_linear=0
shrinkage=0.00307264


Tree=92
num_leaves=31
num_cat=0
split_feature=12 16 1 13 160 160 52 52 158 0 14 47 1213 42 49 48 0 3 4 48 457 13 3 47 4 4 403 15 0 43
split_gain=16.4234 7.93605 5.43102 5.37157 4.17449 3.7601 3.68885 4.76975 5.06715 4.0785 3.56666 3.67589 3.55089 3.95174 3.11633 2.97058 2.62711 2.50401 3.06013 3.08647 2.40251 2.28427 2.23388 2.14135 1.83995 5.98652 12.6609 1.8328 1.89226 1.8046
threshold=0.080120000000000011 -0.17157499999999998 0.092550000000000007 -1.0000000180025095e-35 0.085065000000000016 -1.0000000180025095e-35 -0.062489999999999997 -0.42985499999999993 0.065940000000000012 -0.074249999999999997 0.020750000000000005 0.084155000000000021 -1.0000000180025095e-35 0.091590000000000019 -0.020999999999999994 0.10417000000000001 -0.10131499999999999 0.082730000000000012 0.0066400000000000009 0.12675000000000003 0.09112000000000002 -0.094679999999999986 -0.15121499999999996 0.09252500000000001 -0.083329999999999987 -0.08422499999999998 -1.0000000180025095e-35 -0.008624999999999999 -0.22851499999999997 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=2 4 22 10 5 -2 7 -3 9 14 11 -4 -11 -14 -9 -13 -7 23 -19 20 -20 29 -1 -5 25 -23 -27 28 -24 -8
right_child=1 6 3 17 -6 16 21 8 -10 12 -12 15 13 -15 -16 -17 -18 18 19 -21 -22 24 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013680885607198292 -0.0022225678416324603 -0.0029649143130247293 0.0030925059004115111 0.0026592551748638479 -0.0033667687586500833 0.00055347438812269748 -7.2389173701649108e-05 0.001516224320554962 -0.0028489230665550685 -0.001330515600817728 -0.0036140501144703639 -0.0011591274135982245 0.0020381794407940178 0.0081293110343105789 -0.002494582824966585 0.0032781956600425829 0.0034353720562766356 -0.0026410336941232481 -8.3486135241383908e-05 -0.0026269163667566047 0.0030831149216941256 -0.0024218012261024314 -0.00060166104778531571 -0.0011083733623226987 -0.0031189353820452893 -0.0031099136048945331 0.017821130072232308 -0.00012333850927964251 -0.0029582086891454425 -0.0040715999994376953
leaf_weight=4.0873027555644539 3.0773003883659884 8.3922763504087943 15.794389585033064 4.8584131374955204 2.5715754199773064 8.7864617370069045 5.5116701461374751 3.1521734241396215 4.8953435719013205 1.5907077156007288 0.98444456607103248 4.1527166701853266 3.1476991437375537 1.4390487559139726 4.1754773687571287 2.1094025373458862 4.4023535139858696 4.9061298202723291 6.5723675824701768 2.8120315484702578 3.3558125980198383 10.147047705948351 5.9618771728128221 1.9641623869538305 30.771153779700398 0.69461208581924438 0.43622581101953872 10.34274633787572 6.7210002969950446 1.2912676185369489
leaf_count=31 71 310 358 77 52 87 97 33 138 21 8 35 41 22 141 37 53 67 63 29 39 369 56 18 1311 34 20 136 125 31
internal_value=0 -0.00153011 0.000380997 0.00100156 0.00023832 0.000808263 -0.0019705 -0.00106252 -0.000194862 0.000767185 0.00205668 0.00230978 0.00258967 0.00394921 -0.000769233 0.00033559 0.00151544 8.01684e-06 -0.000597663 0.000189218 0.000986853 -0.00246848 -0.000706416 0.00157459 -0.00273332 -0.00168119 0.00496433 -0.00107466 -0.00185046 -0.000831481
internal_weight=0 94.4824 74.6228 47.5099 18.8377 16.2661 75.6447 26.7927 18.4004 13.5051 23.041 22.0565 6.17746 4.58675 7.32765 6.26212 13.1888 24.4689 17.6463 12.7402 9.92818 48.852 27.1129 6.82258 42.049 11.2779 1.13084 23.0256 12.6829 6.80294
internal_count=3910 2831 1079 731 263 211 2568 706 396 258 438 430 84 63 174 72 140 293 198 131 102 1862 348 95 1734 423 54 317 181 128
is_linear=0
shrinkage=0.00304499


Tree=93
num_leaves=31
num_cat=0
split_feature=1 39 12 3 0 457 2 48 16 14 42 43 4 50 157 51 51 16 4 1 2 42 51 457 48 49 4 51 43 3
split_gain=14.3264 5.40275 4.99704 4.77603 3.61907 3.00347 2.53611 3.68123 2.53224 2.36165 2.22857 2.41653 2.69774 2.22757 2.33886 2.17788 2.14332 2.07411 2.06439 2.73335 3.0889 2.49601 2.06116 1.90987 2.3148 1.86043 1.71985 1.69795 1.6524 5.18605
threshold=0.099115000000000023 0.005105000000000001 0.083325000000000024 0.31335500000000011 -0.060094999999999989 0.081330000000000013 0.11542500000000001 0.12370000000000002 -0.50763499999999995 0.077685000000000018 0.092635000000000009 -0.18906999999999999 -0.51381999999999983 0.096815000000000012 -0.077044999999999988 -0.031524999999999991 -0.26158999999999993 -0.16268499999999997 -0.017449999999999997 0.079355000000000023 0.091025000000000009 0.08221500000000001 0.11893500000000001 0.083995000000000014 0.085090000000000013 -0.045004999999999996 0.0057500000000000008 0.13741000000000003 -0.17307499999999998 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 17 22 -4 13 11 -6 -13 14 -1 -16 -3 -2 21 -20 26 -17 -8 28 -25 -7 -21 -9 29 -10
right_child=1 16 4 -5 10 25 7 27 23 -11 -12 12 -14 -15 15 18 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018431300732065174 -0.00010217024159951022 -0.00099047082240164767 0.0005214774989445247 0.0030984501370562396 0.004604749465016671 0.00311366613808509 0.0029119837712056813 -0.0037077054126555889 -0.0023799037680784199 -0.0036236853843236 -0.0034711175171107567 -0.004132594293718741 0.00043423043625481338 -0.0038022559182056626 -0.0031688930919018675 0.0021063600920526934 0.0026729563494863177 -0.0022062810930043759 -0.0031715623258193729 -0.0026102417318864318 0.0021123426884041589 -0.0018517450789045857 -0.0016155630556914135 -0.0034723925672626326 0.0012062223471925931 -0.0011428063950614147 0.00076914631196792801 0.00059696835644108413 -0.0030136727322636861 0.0088107626252910635
leaf_weight=5.6529072429984799 8.081435948610304 1.9906282499432588 3.0073880814015856 4.7529897503554812 1.1884037107229222 3.8305640444159508 5.456001425161956 2.4477393850684166 2.8670621905475859 2.484432825818657 2.2273008171468964 1.7247423343360395 7.8007674124091873 1.8682458978146304 2.9578389152884474 6.7429339978843945 14.067939169704912 13.939116779714825 4.2109549138695028 4.60150148719549 4.4125113524496555 2.3446113504469395 1.3745824601501224 1.904257247224449 2.9337259456515312 1.5853436123579729 2.5588986612856388 1.692360423505306 39.799480503425002 0.5368716511875381
leaf_count=61 76 14 40 117 8 49 90 33 104 51 78 22 81 33 73 60 312 290 99 52 36 28 13 62 29 24 25 17 1918 15
internal_value=0 0.000582521 -0.0014615 -2.63016e-05 -0.00202438 -0.000412998 -0.000787404 0.00051062 -0.00242006 -0.000509488 -0.000463577 0.000161656 -0.000392665 -0.000290622 -9.46785e-05 -0.000488302 0.00221884 -0.00143408 -0.000169512 -0.000891888 -6.23981e-05 0.00108516 0.00200086 -0.0026042 -0.000635307 0.00186771 -0.00140256 -0.00194807 -0.00282468 -0.000614901
internal_weight=0 59.2187 101.825 43.1601 63.99 38.4071 32.9912 10.9707 51.0488 37.8348 12.9412 10.7139 9.52551 35.3504 33.4822 27.8293 16.0586 22.0206 24.8714 15.7839 11.5729 9.08755 6.83058 48.0414 4.83798 5.41591 7.1604 4.1401 43.2034 3.40393
internal_count=3910 1035 2875 709 2357 592 519 153 2168 518 189 111 103 467 434 373 326 366 300 212 113 88 103 2128 91 73 77 50 2037 119
is_linear=0
shrinkage=0.00330446


Tree=94
num_leaves=31
num_cat=0
split_feature=4 12 151 3 9 481 49 151 132 3 11 376 133 42 2 1 150 13 38 15 42 48 0 0 11 3 4 15 16 4
split_gain=12.8104 8.45713 3.7864 3.39616 3.28889 2.95204 2.90304 2.87566 3.14439 2.78751 2.51418 2.39817 2.79818 2.36036 3.92225 2.34257 3.15709 2.26126 2.24732 1.84766 1.78835 1.69734 1.67852 1.64611 1.64274 2.21595 1.75484 1.61218 2.55425 2.46662
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.016839999999999997 -0.0079799999999999992 -0.22390499999999999 -0.086249999999999979 0.080815000000000012 -0.097604999999999983 0.08184000000000001 0.048695000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084145000000000011 0.11774500000000002 0.081245000000000026 -0.10939499999999998 1.0000000180025095e-35 0.079360000000000014 -0.089024999999999979 0.091395000000000018 -0.014809999999999999 -0.082709999999999992 0.088315000000000018 0.11818000000000002 0.28937500000000005 -0.095799999999999982 -0.19424999999999998 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -3 21 11 10 13 12 -9 -8 -15 16 24 18 -14 27 -13 -7 23 -16 25 26 -4 -19 -29 -30
right_child=2 3 15 -5 5 7 9 8 -10 -11 -12 20 17 14 22 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0029657701406863887 -0.0028675297509356905 0.00081362235499504775 -0.0011733714395707874 0.00070882879997272337 -0.003044689175090977 0.0028491082918259149 -0.0023451868160987376 -0.0036366068638364465 0.0021968896372648347 -0.0022766720989598112 -0.0027307258445564545 -0.0012143708761071031 0.0025399755890008107 -0.0033687212307105174 0.00090201309444070408 0.0027388487124687176 0.0032262621224852244 -0.0024268835272015917 -0.0016723516046978026 -0.0032547606943179883 0.0023691936183503244 -0.00055970154731974531 -0.00014120772154322016 0.0044865257070930862 -0.0027925119178429515 -0.0022837572431872104 0.0027422440396710642 -0.0033394315086177316 -0.0024009118990043982 0.00066280782636142098
leaf_weight=2.9468366391956797 1.6892004813998962 3.608977608382701 1.4340876024216429 5.1847361363470545 3.0885253921151152 4.2746773641556493 3.5520861260592946 2.9830483589321366 3.8640221059322348 48.88549002353102 4.9687836803495875 1.8070567883551119 3.3971698470413711 1.8978719376027591 2.4253809619694935 10.425848061218856 3.3478609956800929 3.9034055322408738 1.6394768953323362 2.821651989594101 3.7164136692881575 1.817612739279866 3.6503522954881182 2.0759858284145598 1.6712268479168413 1.8171928860247133 3.2961294837296009 2.1524665243923709 2.8121630810201212 12.461192227900019
leaf_count=57 20 46 37 32 55 59 134 53 46 2232 140 18 56 37 37 269 64 55 15 46 48 26 30 14 14 16 52 16 63 123
internal_value=0 -0.000967344 0.00139565 -0.00159988 -6.89476e-05 -0.000245199 -0.00176832 -6.37464e-05 -0.000341672 -0.00190646 -0.000931903 -0.000601901 -0.000910725 -0.000274781 0.000457017 0.0017231 0.000807522 -0.000632132 0.00116882 -0.00100772 0.0011968 0.0018321 0.00134772 0.00255515 -0.000177751 0.000489666 0.00155512 -0.000710457 -0.000325976 9.87092e-05
internal_weight=0 129.935 23.6815 76.2497 53.6857 50.7389 71.0649 47.6504 41.5581 67.456 18.5705 37.694 32.1706 13.6017 10.0496 21.9923 11.5665 29.1875 5.03665 24.1509 5.52347 6.09229 8.15172 4.50137 8.21864 6.54741 4.73022 21.3292 17.4258 15.2734
internal_count=3910 3438 472 2702 736 679 2670 624 539 2624 392 493 427 252 118 452 183 374 71 303 66 85 81 51 119 105 89 257 202 186
is_linear=0
shrinkage=0.00295482


Tree=95
num_leaves=31
num_cat=0
split_feature=1 52 484 403 52 1213 52 475 484 43 0 4 2 128 133 160 48 48 11 0 3 132 52 51 4 13 43 4 454 49
split_gain=11.2647 4.28157 4.21084 5.10527 5.20761 4.39684 4.80385 3.85289 3.74482 3.66518 3.59976 4.62826 3.74876 3.17258 3.11995 2.92171 2.92026 2.93548 3.84624 4.07924 2.69629 2.66815 2.58196 2.55673 2.55008 5.03863 3.32332 3.14189 2.49739 2.56698
threshold=0.099595000000000017 -0.42985499999999993 -0.0043499999999999988 -1.0000000180025095e-35 0.17829500000000004 -1.0000000180025095e-35 -0.42035499999999998 -0.086424999999999988 -1.0000000180025095e-35 0.16180500000000003 -0.077944999999999987 -0.49269499999999994 0.10796500000000002 0.086435000000000012 -0.26719999999999994 -0.40446999999999994 -0.088799999999999976 0.091005000000000016 0.087830000000000005 -0.18901999999999997 0.14320000000000002 0.082150000000000015 0.10062000000000001 -0.40274499999999996 -0.077679999999999985 -0.083244999999999986 -1.0000000180025095e-35 0.0057500000000000008 1.0000000180025095e-35 -0.080034999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -4 -3 10 24 22 21 14 -10 -16 -17 23 19 -19 -9 -13 -12 -18 25 -8 -27 28 29 -26
right_child=1 8 3 4 -6 6 9 20 13 -11 11 12 -14 -15 15 16 17 18 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0030627740686109909 -0.0033202160827795922 -0.0016162762966976088 0.0042063307164568031 -0.0033756418510804448 -0.0031785969839420755 -0.003040583619382785 0.0078670100283218698 -0.0030667907975758311 -0.0035269877712043505 -0.0027672033211620069 -0.0035276878156390501 0.003055576356145541 -0.00041384458098184544 -0.0020641569130476849 -0.0031065315095899935 -0.0016819102282427047 -0.0010119894201756532 -0.001319005494777695 -0.0040536540439617113 0.0027746324341014501 0.0049196654826673568 0.0077002659262349338 0.0023678510074588359 0.0028763778712017343 -0.00026653605579980325 -0.0033956134825296812 0.0028600440173496048 0.001001856394906098 0.0021367345129404353 -0.0032456496832470173
leaf_weight=12.293601351790128 2.8101948071271172 6.0253571588546029 0.84159148111939686 4.3386661671102038 7.1858136616647235 4.8639214653521767 1.1687186434864996 16.988068395294253 1.3330521583557118 3.6567962057888499 2.1840465907007451 7.1465558148920589 2.773292025551199 3.0822686422616234 1.3895945418626059 2.5508897118270388 1.9149682298302639 3.9440225362777701 1.5920944958925236 7.078372608870267 0.4515298455953588 1.5694809034466741 1.1962907202541826 21.670851347967986 5.1956436447799206 1.5550821013748644 2.0463987570255955 8.4892040751874429 1.7389531172811974 7.1520580053329486
leaf_count=509 124 101 6 218 273 181 17 810 14 140 44 87 41 41 28 32 23 39 14 137 2 16 7 466 68 60 35 118 17 242
internal_value=0 0.00055513 -0.00130438 -0.00103598 -0.000595926 -0.000258957 7.56257e-06 -0.00253471 0.000770435 0.000330761 0.000599112 0.00187648 0.00285261 0.00109319 0.00132784 0.00148907 0.00165386 0.00188892 0.000632915 0.00130985 -0.00286001 0.00389194 -0.00144128 0.00256068 -9.54654e-05 0.00204743 0.000158916 -0.000548252 -0.00148241 -0.0019921
internal_weight=0 53.3917 92.8357 80.5421 62.2609 55.0751 50.7364 18.2812 50.5815 45.8725 42.2157 14.8697 11.4893 44.5561 41.4738 40.1408 38.7512 36.2003 12.6145 11.0224 17.4396 8.71604 3.38034 23.5858 27.3461 4.7702 3.60148 22.5759 14.0867 12.3477
internal_count=3910 1019 2891 2382 1564 1291 1073 818 895 892 752 195 144 794 753 739 711 679 190 176 812 103 51 489 557 112 95 445 327 310
is_linear=0
shrinkage=0.00322566


Tree=96
num_leaves=31
num_cat=0
split_feature=4 12 453 42 484 160 52 1213 133 0 475 51 15 133 52 14 9 132 376 133 13 38 457 0 1456 43 1 42 16 13
split_gain=10.0713 6.53358 3.18522 3.14224 3.99986 4.04202 3.44326 4.50865 4.10081 4.03661 3.88195 3.13069 3.58029 3.10662 3.0011 2.97378 3.1262 2.63173 2.89669 2.6306 2.77134 2.90242 2.39019 2.30981 2.09037 1.86389 1.8838 1.85187 1.74707 1.70054
threshold=0.27020000000000005 0.080120000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 -0.51745999999999992 -1.0000000180025095e-35 0.10681500000000001 -0.070894999999999986 -0.084944999999999979 0.07919000000000001 0.083935000000000023 0.083815000000000014 -0.11051499999999999 0.077685000000000018 -0.016839999999999997 0.080815000000000012 0.048695000000000009 -0.069944999999999993 -0.10939499999999998 1.0000000180025095e-35 0.085130000000000025 -0.14534499999999997 1.0000000180025095e-35 -0.0026049999999999992 0.10113500000000002 -0.089024999999999979 -0.011964999999999998 -0.016579999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 24 -3 -5 -6 -7 10 9 11 -8 12 22 25 -11 16 -1 18 19 -18 21 -21 -9 28 -2 -14 -27 -20 -22 -16
right_child=2 3 -4 4 5 6 7 8 -10 14 -12 -13 13 -15 29 -17 17 -19 27 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0030067551650172957 0.0016707592062036041 -0.0022293276940969892 -0.0022414380698380491 -0.0025399434566032246 -0.0024549159756343296 -0.002666662373299428 0.0034704911995615999 -0.002182099125730631 -0.0020245233317687508 0.0056273468274041921 -0.0027333460483613121 0.0033421388030300636 0.0027490400372989013 0.0053475058567687261 0.00040797909886893988 -0.0025280058072850368 -0.0030762668468933374 0.0020544310479052299 -0.0008640152429966368 0.0028924943597311635 -0.00039903192303069999 -0.0014170554421595522 0.0008600342975340398 -0.001421412317856392 -0.0018298012288623989 -0.0028613556797706186 0.0022397277860083768 0.0022408078913269242 0.0018111523958681129 0.0033924695254706266
leaf_weight=2.3325949218124142 18.258198238909252 17.480156823061407 1.6803763210773457 8.8095747698098403 6.753518206998705 3.5952503839507655 0.76244568824768055 5.9200772596523183 3.7074501989409319 1.5980595368891952 5.4492988809943226 1.7833208013325919 1.3267586333677175 1.0821211356669662 3.1712491633370519 3.0389865078032008 2.5008947616443029 3.6127147302031508 1.7731627188622949 3.1805486883968141 10.92342917062342 1.5372278392314909 2.4098931746557355 13.216120805591347 1.2059565782546986 1.4181038290262216 0.72579348646104325 4.5246550217270842 3.029465163126587 2.1073804106563392
leaf_count=55 435 865 23 442 299 181 4 223 171 27 256 27 33 16 38 45 53 50 19 62 107 15 45 221 14 46 8 79 30 21
internal_value=0 -0.000770004 0.0011602 -0.00128801 -0.00096295 -0.000630676 -0.000279249 -6.43229e-06 0.000477081 0.0009076 -0.00197187 0.000144302 -0.000298365 0.00153793 0.0025355 -5.97886e-05 0.000101068 -5.19355e-05 -0.000238973 -0.000533027 -0.00033356 0.00148828 -0.001302 -0.000649914 0.00145387 0.000350134 -0.00113444 0.00136664 8.08453e-05 0.00159947
internal_weight=0 117.77 21.1445 68.1005 50.6203 41.8107 35.0572 31.462 25.2502 21.5428 6.21174 14.6661 12.8827 4.55278 6.87669 49.6698 46.6308 44.2982 40.6855 34.3877 31.8868 4.71778 8.32997 27.169 19.4642 3.47066 2.1439 6.29782 13.9529 5.27863
internal_count=3910 3438 472 2702 1837 1395 1096 915 655 484 260 398 371 103 86 736 691 636 586 488 435 77 268 358 449 87 54 98 137 59
is_linear=0
shrinkage=0.00257515


Tree=97
num_leaves=31
num_cat=0
split_feature=1 12 16 0 1 2 14 48 484 151 38 51 4 157 16 132 13 52 457 0 13 160 16 4 51 47 4 1373 52 16
split_gain=23.521 7.95961 5.86104 5.57528 4.86404 4.08218 4.16537 4.35499 4.48284 4.00409 3.9542 5.86119 3.5709 3.49077 2.82287 2.59074 2.58455 2.43259 2.37049 2.14351 2.33847 2.10748 2.74156 2.10331 3.91796 2.57707 2.06847 1.92511 1.79155 1.56564
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.069144999999999984 0.048950000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.064610000000000015 0.085790000000000019 -0.0043499999999999988 -0.27336999999999995 0.13584500000000002 -0.40274499999999996 -0.49837999999999999 -0.057789999999999987 0.63868000000000003 0.079995000000000011 -0.51172499999999987 -0.24084499999999998 -0.070739999999999983 -0.21145499999999998 -0.093439999999999981 -0.089989999999999987 0.061570000000000007 0.22584000000000001 0.080840000000000009 0.10843500000000002 0.004850000000000001 0.084905000000000022 -0.021309999999999996 -0.50231999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 16 15 7 8 -7 -3 11 -2 -5 17 19 29 -1 -4 -11 -15 -21 -10 -23 24 -20 -25 -9 -13 -19 -6
right_child=1 2 13 12 5 6 -8 26 21 18 -12 27 -14 14 -16 -17 -18 28 23 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015925405627935233 -0.0032070195241680941 -0.00282530234141638 -0.0020411515218612978 -0.001713134440433587 0.0023486355956197206 -0.0022421356674313881 -0.0025161207190741762 -0.0024931683302514326 -0.00056817127264552759 -0.0011485491953030793 -0.0028649083883539803 0.0024689375124304276 0.0012366633827203004 0.00081333287260432782 0.0022274990213157963 0.002478499166831336 -0.0021168526761719039 0.002655157741191033 -0.0021656221171516277 0.001076438035772221 -0.0025141635937900491 0.0035250253813973367 0.00024947748708240209 0.0025176349388820849 0.0015652538559756564 -3.2643219121672513e-05 0.00065969599187095957 -0.00043305240662952461 -0.00084152936354886542 -0.002431430457559754
leaf_weight=1.2924150452017773 1.4040734544396425 1.9670777022838617 1.6699143331497905 4.1242465432733288 0.47950534895062169 2.0070633627474352 4.0657111518084994 3.9924218300729981 1.7640608455985809 3.0125093534588876 1.2128837332129467 20.946361813694246 8.3640459608286601 1.7915673665702403 1.2155649978667487 0.83193544484675008 58.085150131955743 3.283481489866972 2.9121705219149572 1.3418421112001002 13.539788346737614 5.8125545978546107 2.442602414637804 10.964650101959704 5.421611288562417 3.5241426266729823 2.1573871895670891 1.6605921238660801 1.4096393007785106 12.080642526969312
leaf_count=7 10 22 43 45 5 29 96 44 23 35 9 366 71 13 22 18 1895 46 54 18 270 35 36 151 65 26 14 16 21 405
internal_value=0 0.000509352 -7.02498e-05 -0.00136717 -0.00158137 -0.000823629 -0.000142255 0.000388743 0.00129686 0.000742816 0.00170546 0.00193633 0.000262495 -0.00100234 -0.00158938 -0.00195527 -0.00203611 0.000648018 0.00101449 -0.00186765 -0.00219041 0.00200579 0.00255583 0.00130001 0.00026153 0.00189732 -0.00138713 0.00225577 0.00160488 -0.00224894
internal_weight=0 77.2779 52.054 107.5 95.0114 35.6339 22.2418 18.1761 12.0263 27.8022 25.2239 24.011 12.4883 24.2518 17.8888 13.3921 59.3776 6.36304 25.8351 16.6732 14.8816 10.0192 8.25516 22.8226 8.33378 14.4888 6.14981 22.607 4.69312 12.5601
internal_count=3910 1187 786 2723 2607 705 277 181 123 353 401 392 116 433 323 428 1902 110 331 301 288 94 71 296 119 177 58 382 67 410
is_linear=0
shrinkage=0.00259437


Tree=98
num_leaves=31
num_cat=0
split_feature=12 16 1 3 3 160 160 49 160 1 38 13 42 51 133 48 0 48 12 3 376 0 47 1 52 4 15 4 47 48
split_gain=18.0626 8.25981 6.04938 3.7916 4.17778 3.66323 4.29736 3.54778 3.80769 3.34998 3.22129 2.81693 2.64315 2.46315 2.44404 2.37339 2.22824 2.16537 2.40667 2.06444 2.08334 2.5687 2.51447 2.27278 3.13714 2.71759 2.02205 1.99898 1.84647 1.83224
threshold=0.051320000000000005 -0.17157499999999998 0.10113500000000002 0.090325000000000003 0.16699000000000003 0.085065000000000016 -1.0000000180025095e-35 -0.062504999999999991 0.083295000000000022 0.12730000000000002 0.12641000000000005 -0.094679999999999986 0.078965000000000021 -0.26158999999999993 -1.0000000180025095e-35 0.12675000000000003 -0.17106499999999999 0.09227500000000001 0.11878500000000002 -0.14818499999999998 0.048695000000000009 -0.087359999999999979 0.09252500000000001 1.0000000180025095e-35 -0.0066199999999999991 0.0057500000000000008 -0.075094999999999981 0.5092350000000001 0.10280000000000002 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 5 19 13 15 6 -2 8 9 -3 -6 12 -9 -4 -8 16 26 18 -16 -1 21 22 23 -21 25 29 -5 -13 -15 -25
right_child=1 7 3 4 10 -7 14 11 -10 -11 -12 27 -14 28 17 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010828680790788672 -0.0016092382183747036 -0.0020188752757744231 -0.0012294201669020319 -0.00083905879060885979 0.0019364162937712331 -0.0020380484971225803 -0.00069601500870261786 0.00058280847596132188 0.0014593311420130995 0.0023427829339926509 -0.0019630301955340253 -0.0018111983450849244 -0.0017234826645773753 0.0022434958263210917 0.0028329317454287711 -0.0018298882521385347 -0.0011492755999577167 -1.0666773496363572e-06 1.2533153038002843e-05 -0.0018907778639314277 0.00063255442306521688 -0.002008344919055213 -0.0026101358715620521 -0.00022452011407905967 0.0017177691298492855 0.0016393903662126851 0.0019669625014434441 0.0013297720122005363 0.00013247738577611183 -0.0025260069462092615
leaf_weight=4.299829948693513 3.5146985668689075 4.9665996599942428 1.2563163116574312 1.8092662878334511 8.0811758711934072 3.0766961313784114 2.8839801438152852 5.0823877807706577 3.955542204901576 0.99781436473131169 1.1406958326697338 58.034571463242173 4.3529677409678698 13.27148489654064 5.9585910532623441 4.0742466636002055 3.6571576260030296 3.0460176933556795 1.8773433044552801 2.7857974227517941 5.9202198199927798 6.228953335434201 2.1373176537454119 3.9874466285109591 4.6129159834235809 2.1464400254189968 3.6690945327281952 0.97206935659050842 2.2928172685205928 2.7632605619728565
leaf_count=33 79 111 9 18 156 55 37 37 32 18 8 2248 125 278 63 43 37 23 18 63 61 123 25 41 43 16 42 13 27 28
internal_value=0 -0.00108702 0.000331776 0.000916722 0.000332107 0.000145737 0.000534545 -0.00140727 -0.00019323 -0.00128919 0.00145408 -0.00158323 -0.000481191 0.00169635 0.00108189 -0.000451152 0.000163735 0.00155308 0.00215722 -0.000326453 -0.000524601 -0.00080238 -0.000394859 -0.00010431 0.000264062 -0.000489643 0.00104025 -0.00175945 0.00193252 -0.00116659
internal_weight=0 98.7193 74.1344 39.2523 22.4316 20.3573 17.2806 78.362 9.91996 5.96441 9.22187 68.442 9.43536 16.8206 13.7659 13.2098 9.13552 10.882 7.83593 34.8822 30.5824 24.6621 18.4332 16.2959 13.5101 8.89715 5.47836 59.0066 15.5643 6.75071
internal_count=3910 2859 1051 618 304 275 220 2584 161 129 164 2423 162 314 141 140 97 104 81 433 400 339 216 191 128 85 60 2261 305 69
is_linear=0
shrinkage=0.00217221


Tree=99
num_leaves=31
num_cat=0
split_feature=4 12 151 3 1456 16 4 49 14 50 1 42 4 13 130 457 47 16 150 13 43 0 2 159 0 42 1 2 1 49
split_gain=22.5733 14.2932 5.67423 5.36874 4.1297 4.29743 4.91816 3.80996 3.62595 3.5261 3.12589 2.89031 2.7682 2.70351 2.69873 2.77822 2.25527 2.01026 2.80916 1.85325 1.98565 3.94308 3.53896 2.59006 3.34077 1.97904 2.41231 2.19528 1.82465 1.67064
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -1.0000000180025095e-35 0.15100500000000003 -0.0017649999999999999 -0.062504999999999991 0.077140000000000014 0.11901000000000002 0.085990000000000011 -1.0000000180025095e-35 0.0037100000000000002 0.16421000000000002 -0.084569999999999992 0.084715000000000013 0.096475000000000019 -0.014099999999999998 0.086870000000000017 -0.094679999999999986 -0.074254999999999988 -0.070894999999999986 0.10705000000000002 0.092630000000000018 -0.053834999999999994 0.092145000000000019 0.08844500000000001 0.089910000000000004 0.094385000000000011 -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 -2 7 -1 6 8 14 10 16 -6 -8 -13 29 -3 -16 -4 18 28 25 21 -21 23 24 -23 26 27 -9 -14 -7
right_child=2 3 9 -5 5 13 11 19 -10 -11 -12 12 17 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019549402449709563 -0.0021668752365119576 0.0023578442761859175 0.0021095042209044058 0.00071866557359678959 3.2351300967412012e-05 -0.00015987102534777202 -0.0019479100695982295 -0.0022795916877287668 -0.0018552107395697754 -0.0010654500458418645 0.0018090226357065757 -0.0013745151644480203 -0.0023511291833770301 0.00040295846503076154 -0.0014340552341404798 0.0008313245810444512 0.00036881738141259109 0.0023798254103735619 0.0014211132283062677 -0.0018022935405799156 -0.0020880769262856783 0.0035155601087978766 -0.0022377364328040779 -0.0016239923048594488 -0.00027781730843749687 -0.0022948187827162977 0.0024171057979764953 0.00038888999219217815 2.8341610060413745e-05 -0.0023739142051352274
leaf_weight=4.7473861146718255 2.023020718246701 1.4491260051727284 18.831168446689851 5.4558272473514071 6.2799230515956905 2.1420591473579407 4.0328421834856298 2.4855290967971069 1.7820496726781119 2.1482675299048415 16.085461251437664 4.6822374723851743 2.1246462371200341 3.9427526257932186 7.9880368281155807 3.5737053956836462 4.141324207186698 2.2340850792825178 4.813336331397295 23.956201013177633 37.973139392212033 2.1925214175134893 2.4296480491757393 1.4487311169505117 2.0479187909513699 2.7775378003716469 1.3360024802386758 3.2376673016697168 4.7691463343799114 5.6659272778779251
leaf_count=63 20 19 348 33 55 28 61 64 19 18 211 53 32 29 138 39 40 17 44 828 1323 38 74 25 30 69 14 38 45 95
internal_value=0 -0.000830785 0.00127393 -0.00134025 -3.92321e-05 0.000116087 0.000405983 -0.00146117 0.00107656 0.00155103 0.00131016 -0.000308724 4.62358e-05 -0.00103858 -0.000389487 -0.000733832 0.00179571 0.000523403 0.00016914 -0.00163572 -0.00175761 -0.00136638 -8.01405e-05 0.000841294 0.00168355 -0.000767692 -0.000166823 -0.000770006 -0.000705004 -0.00176651
internal_weight=0 161.653 27.1438 98.3516 63.3019 58.5545 46.8037 92.8958 24.1474 25.1208 22.3654 22.6563 18.6235 11.7507 13.0109 11.5617 22.9725 13.9412 11.7071 79.8849 70.0482 32.075 8.11882 5.68917 4.24044 9.83674 7.0592 5.7232 6.89379 7.80799
internal_count=3910 3484 426 2732 752 689 537 2699 285 406 266 252 191 152 196 177 388 138 121 2503 2318 995 167 93 68 185 116 102 77 123
is_linear=0
shrinkage=0.00213563


Tree=100
num_leaves=31
num_cat=0
split_feature=1 484 42 42 160 4 52 0 0 4 52 160 42 133 52 457 4 157 52 52 4 4 3 123 159 124 48 1 0 51
split_gain=10.6409 3.88827 4.57841 5.33716 3.86378 3.77359 3.22409 3.66888 2.884 5.03517 3.15898 2.83667 3.12634 2.98067 2.72515 2.97484 2.45134 2.4292 2.29101 3.48747 3.05137 2.2448 4.55277 2.05807 2.047 2.03453 2.42643 2.12382 2.05117 1.99256
threshold=0.10113500000000002 -0.0043499999999999988 -1.0000000180025095e-35 0.091955000000000023 -0.096329999999999985 0.51224500000000017 -0.42985499999999993 -0.017269999999999997 -0.077944999999999987 -0.49837999999999999 -0.11051499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 0.084890000000000007 -0.0015249999999999997 0.11205000000000001 -0.057789999999999987 0.0033900000000000002 -0.07984999999999999 0.0057500000000000008 -0.077679999999999985 -0.079554999999999987 0.091310000000000016 0.082325000000000023 -0.52484999999999993 0.11930500000000001 0.12162500000000001 -0.053834999999999994 -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 23 4 -4 6 -2 11 10 -10 -6 17 -13 -14 15 -12 -5 -8 19 24 21 22 -21 -3 -17 -15 28 -28 -27 -11
right_child=5 2 3 16 8 -7 7 -9 9 29 14 12 13 25 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.003379553495284121 -0.0037234297709179652 -0.0028610336090013427 -0.0026546539194114245 -0.0035444813925293119 -0.0040049012856237321 0.0035929146655878158 0.0015471408288513925 0.0031550405679567992 -0.0030035530470437603 -0.0003760001031595036 -0.0029420249430892414 -0.0022382036238575626 -0.0042085505084871432 -0.0040138792239313775 -0.0029417959213524567 0.0050217125271305348 0.00070079934075665531 -0.0026679519550369792 0.0040733722983366995 -0.003749914574540041 0.0013954402017134317 -0.0034901287018422426 0.011126812446018795 0.0027346109627429836 4.7268891091716896e-05 0.0029913157160959057 -0.0024215399426775631 0.0020112776779176002 -0.00098754891215055863 0.0036034039542569294
leaf_weight=11.572291266173123 2.4457785934209815 19.46971515566111 6.5446020904928437 9.8515937272459251 2.7440352207049683 5.1583733819425097 2.4104456957429647 6.1015673577785483 2.3795528728514901 2.0496902149170628 2.7665774151682916 4.017760442569851 1.2549263797700465 0.8353701718151666 3.3631459902971974 2.936062551103535 2.1805453654378644 7.025394991040228 2.8506873277947298 0.67355689033865929 5.4640493467450142 4.6561823748052085 0.4507049154490248 0.90278283879160781 1.7231011800467966 13.56577987596393 2.930085163563489 2.7504629008471966 1.9444434735923906 8.5047052055597359
leaf_count=510 115 873 236 454 97 165 43 127 58 39 62 53 14 7 125 23 35 108 48 32 53 135 12 11 34 240 32 41 42 86
internal_value=0 -0.0014174 -0.00113183 -0.000621558 -7.14878e-05 0.000656861 0.000322396 0.000553397 0.000345301 0.00175724 -0.000315693 0.000121268 0.000713176 0.00122251 9.11266e-05 0.000565091 -0.00277512 -0.00159118 0.00108245 0.000546335 -0.00054576 -0.00238071 0.00221401 -0.00261307 0.00318201 0.00153195 0.00175057 -0.000275215 0.0024925 0.00283059
internal_weight=0 91.0836 79.5113 59.1388 47.1067 50.4404 45.282 42.8362 40.5621 12.9339 27.6281 36.7347 27.2988 23.2811 24.8841 21.5209 12.0321 9.43584 18.7543 15.9037 11.2445 5.78044 1.12426 20.3725 4.65916 22.0261 21.1908 5.68055 15.5102 10.5544
internal_count=3910 2923 2413 1529 1040 987 822 707 804 183 621 580 429 376 524 399 489 151 337 289 232 179 44 884 57 362 355 73 282 125
is_linear=0
shrinkage=0.00362301


Tree=101
num_leaves=31
num_cat=0
split_feature=1 0 39 3 1186 51 147 484 2 4 159 0 52 15 48 4 14 3 11 124 122 160 50 48 0 457 52 52 9 150
split_gain=9.88154 5.30569 5.26014 5.00472 3.58372 3.41776 3.41121 3.01449 2.62804 3.16438 2.94089 2.89261 2.47029 2.72397 2.42557 2.40928 2.27341 3.05848 4.06598 2.0128 2.07827 1.91853 2.52548 2.10697 2.68799 2.86147 3.20242 2.60077 2.10389 1.81853
threshold=0.077800000000000022 -0.070894999999999986 0.005105000000000001 0.31335500000000011 0.084100000000000022 -0.40274499999999996 0.088565000000000019 -0.0043499999999999988 0.10325000000000002 -0.49837999999999999 0.092630000000000018 0.10302000000000001 -0.42985499999999993 0.090505000000000016 -0.098424999999999985 0.22584000000000001 0.077685000000000018 -0.10315499999999998 0.08184000000000001 -0.087809999999999985 0.089350000000000013 -0.26821999999999996 0.10030500000000002 0.12738500000000003 -0.13027499999999997 -0.066264999999999991 -0.066329999999999986 -0.15154999999999999 -1.0000000180025095e-35 0.10117000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 9 -3 -11 -10 -9 16 -8 -15 17 18 -14 -7 -21 -19 23 24 25 -23 -27 -26 -29 -2
right_child=2 8 5 -5 -6 19 14 12 11 10 -12 -13 13 15 -16 -17 -18 21 -20 20 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.00214771738829253 -0.0029307065279235997 -0.0022215323650103761 -0.0033208494951399194 0.0026799889774951628 0.0033758715270237548 8.7414299994081978e-06 -0.0017576246173803072 -0.0029209420749484872 -0.0029575368175389057 0.0028107530792643178 -0.0017970791323779942 0.00029317700416056424 0.0033402374029905058 -0.0028627810367908486 0.0026208130945632943 0.0018629161012972337 -0.0034614925768061602 -0.0029982898803325624 -0.00054947823655205946 0.0027165843906230471 -0.0013278969314876783 -0.0020752727216510089 0.0034794227953946592 -0.0034029046005791545 0.002563401066982818 -0.00026443573998130213 0.0030810888934274766 0.0025433606348170558 -0.0021182248953194715 0.0014822979940330887
leaf_weight=33.504463379271328 6.8662304934114209 2.015532829798758 1.1152406260371233 4.3148901071399441 1.8808643780648697 3.8342914115637585 1.3476518001407383 3.2516402956098309 4.3395836157724244 5.2255848003551382 1.4114744085818527 4.4466479085385799 4.6475972319021732 5.2661230238154522 4.1141369109973303 1.0358213223516939 1.5251758294180024 2.0963221797719589 4.0220694541931152 11.388079086318607 1.1195583716034896 2.2436452247202405 1.4288043715059746 1.7354546515271057 1.3087985990569038 4.37212368287146 4.8333756104111663 0.85394687578083051 8.5966878524050134 0.84095942974090565
leaf_count=1657 196 32 10 123 29 60 23 158 208 77 13 38 62 225 71 7 36 62 58 296 12 22 28 22 22 35 42 8 270 8
internal_value=0 -0.00148823 9.27992e-05 -0.00027006 -0.000474486 0.00147676 -0.000594414 -0.000806709 -0.000221179 0.00088687 0.00183083 -0.00131237 -0.000538612 -0.00036242 0.00154047 -0.00208604 -7.40232e-05 6.8939e-05 0.0015357 0.00180417 0.00235456 -0.000393993 -0.000178824 -0.000397122 -0.00016224 0.00079305 0.00149214 -0.00117877 -0.00169701 -0.00244919
internal_weight=0 50.9433 84.0395 66.5823 62.2674 17.4572 60.3866 54.9248 17.4388 8.65259 6.63706 8.78623 47.2176 43.9659 5.46179 6.30194 37.664 36.1388 8.66967 16.3419 12.5076 27.4692 25.3728 23.944 22.2086 11.4491 9.2055 10.7594 9.45063 7.70719
internal_count=3910 2025 1885 1507 1384 378 1355 1261 368 122 90 246 1057 899 94 232 667 631 120 368 308 511 449 421 399 99 77 300 278 204
is_linear=0
shrinkage=0.00283252


Tree=102
num_leaves=31
num_cat=0
split_feature=1 12 3 3 150 40 4 128 3 484 14 51 122 15 51 484 13 133 2 52 484 52 160 15 43 3 41 16 43 13
split_gain=15.3744 6.33527 4.85885 6.02539 4.24295 4.13125 3.33527 2.80724 2.79085 2.68018 2.86259 2.40063 2.32076 2.20996 2.18616 2.30429 2.15912 2.08358 2.46658 2.05839 1.77773 2.14223 1.90265 2.23865 4.00768 2.86397 1.76603 1.51169 1.38135 4.01245
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.115685 -0.032959999999999996 0.081245000000000026 0.34489500000000001 0.51224500000000017 0.092725000000000016 0.16699000000000003 -1.0000000180025095e-35 0.077685000000000018 0.092720000000000011 0.089350000000000013 0.05377500000000001 -0.097124999999999989 0.085815000000000016 0.15641500000000003 -1.0000000180025095e-35 0.075670000000000015 -0.087094999999999992 -1.0000000180025095e-35 -0.42985499999999993 -0.078874999999999987 -0.24219999999999997 -0.073139999999999983 -0.077894999999999978 0.078535000000000008 0.0015250000000000001 -0.17307499999999998 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 28 6 7 8 12 20 -1 16 14 13 -2 -5 17 26 -16 -19 -20 -3 -22 -23 -24 25 -25 -11 -18 29 -4
right_child=1 4 3 11 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 27 18 19 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029917489983562022 0.0026833319346096069 -0.0026828259381028998 0.0028306184850408456 -0.0023667591687818951 0.0013461737984903203 -0.0033687073969659183 0.0025388768537421792 -0.0026468014143402564 0.0020921029672890611 0.0022574696766683041 -0.0028560656636849135 -0.0030849974549153982 -0.0010956918632266846 -0.0015898662676328325 -0.0027395484427367614 0.0023091164059228118 -0.0029254320478755186 -0.0027377224690622337 -0.0020844471471432187 0.00095248042533975009 -0.0028324066408887982 -0.0021764244403413152 0.0020100084679698237 -0.00024552578203215932 -0.0015334323844584398 0.0039622539282022553 -0.00062445694265959428 0.00068440079775214824 -0.0022859505520274005 -0.0028681652069850638
leaf_weight=1.9389335475862051 16.651362275704756 4.4397774189710644 1.5580493770539754 3.2277184594422641 10.689443018287418 1.1718669086694706 2.3383616264909497 0.95984116569161315 2.2544688172638407 7.0914939660578948 1.7406532801687706 2.5209771525114766 1.5142319127917279 0.96663875132799049 2.3171414081007375 2.9580353870987883 1.5758455581963056 2.0610489509999672 1.9837640877813179 11.177764821797599 3.4084623586386469 4.1522353980690339 3.1042813733220163 3.0304911080747843 10.290964512154437 2.0451025851070979 2.0747422091662884 1.9710877500474451 47.0993158724159 2.3235788494348526
leaf_count=48 357 95 26 80 156 8 48 10 34 55 58 38 15 11 55 23 28 32 21 88 135 73 42 34 147 22 24 16 2052 79
internal_value=0 0.000406702 -0.00131709 -0.00160546 -0.000169185 0.00164584 -0.000631148 0.00193831 -0.000857656 4.14822e-05 0.00044838 -0.00053588 0.00216834 0.00244888 -0.00026502 6.59339e-05 0.000900816 -0.000312374 5.70843e-05 0.000494741 -0.0010759 -0.000801831 -0.000495898 -0.000118117 -0.000548031 0.00144991 0.00160516 -0.00091939 -0.00215612 -0.000580727
internal_weight=0 67.0175 93.6202 77.2274 45.7536 21.2639 35.0641 20.0921 32.7258 16.3928 14.4538 26.2465 19.1322 17.618 23.7255 20.4978 12.7132 17.5397 15.2226 13.1615 30.4713 26.0315 22.6231 18.4708 15.3666 5.07559 9.16624 3.54693 50.9809 3.88163
internal_count=3910 1187 2723 2494 786 401 630 393 582 229 181 337 383 368 299 219 123 196 141 109 548 453 318 245 203 56 79 44 2157 105
is_linear=0
shrinkage=0.00274751


Tree=103
num_leaves=31
num_cat=0
split_feature=4 12 3 151 14 151 132 376 49 13 12 50 1375 1 12 160 15 47 13 43 13 11 42 15 160 12 40 49 4 52
split_gain=16.6022 11.5111 4.53797 4.39187 3.3002 3.75195 3.64114 3.61323 3.1535 2.66107 3.25457 2.60081 2.5475 2.47179 2.28165 2.88499 2.44216 2.17021 1.71819 2.29752 3.62172 1.77278 1.77404 1.75715 1.44795 1.59897 1.42501 2.2249 1.59657 1.73647
threshold=0.28937500000000005 0.080120000000000011 0.097615000000000021 -0.27336999999999995 0.077685000000000018 -0.051109999999999996 0.080815000000000012 0.048375000000000008 -0.062504999999999991 -0.10939499999999998 -0.051479999999999991 0.11901000000000002 -0.012944999999999998 0.088385000000000005 0.084885000000000002 0.084100000000000022 0.014775000000000002 0.096475000000000019 -0.094679999999999986 -0.17307499999999998 0.16421000000000002 1.0000000180025095e-35 0.092145000000000019 0.087380000000000013 -1.0000000180025095e-35 0.085665000000000005 -1.0000000180025095e-35 -0.065249999999999989 -0.23071499999999998 0.10599500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 5 13 7 9 14 10 -7 17 -11 -1 -3 16 -16 -5 21 20 23 22 24 -20 -10 -26 -14 -28 29 -29
right_child=3 2 -4 11 -6 6 -8 -9 18 12 -12 -13 26 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0010866332003652277 -0.0024441714327324993 -0.00269002190097081 0.00077393162480975163 0.0024066609201022502 -0.0024742095258030923 -0.0011870187011590418 0.0021912139190268958 0.0013780307044209056 -0.0015019930771990354 0.00067635310997042088 0.0027604121199991524 -0.0010630883522764793 -0.0028969824366374877 0.0019171609380056838 -0.0021573549544098608 0.0024418493128440023 0.00084933465403767437 0.00026524444077564671 5.2158591016183331e-05 -0.0021750440807536873 -0.0021282513808335663 -0.0026706670565786964 -0.0026770344058176343 0.0043347435583438246 -0.00068055813895758301 0.0028105820653099769 -0.0029995971928855046 -0.0027733847530952722 -0.0001566813496879063 0.00047242893214308261
leaf_weight=2.1094068996608248 1.7316194213926817 2.2659114189445964 5.2994013726711264 15.797769933938985 3.2405949216336003 2.5751832611858845 3.6249902136623851 5.7861642632633439 1.483499728143215 4.2336248382926049 2.7243236787617233 1.9308324269950379 3.6319055315107205 9.8182254396378976 3.5764730852097255 2.4983912743628025 3.284886296838522 3.7026701718568793 1.5180974993854754 51.75036601908505 3.7715524844825268 2.3422859255224466 1.3421021550893781 1.0120785646140573 1.3532272540032848 2.1568216439336538 3.4376110490411653 3.788782319054012 9.8255516141652777 1.4424136336892841
leaf_count=26 20 52 33 348 45 29 39 73 26 32 42 18 67 154 82 24 38 40 28 2161 111 60 43 18 29 27 37 72 121 15
internal_value=0 -0.00088865 -0.00148078 0.00141247 -7.86328e-06 0.000142942 -0.000218046 -0.000451279 -0.00163327 -0.000785609 0.000842242 0.00172409 -0.00111288 0.00138594 -0.000423237 0.000125531 -0.000717898 0.00200006 -0.00184408 -0.00200027 -0.000565008 -0.000799217 -0.000107343 0.00176521 0.000583306 0.00146464 -0.00145523 -0.0011721 -0.000754864 -0.00187841
internal_weight=0 139.894 83.6551 23.1629 56.2388 52.9982 41.0706 37.4456 78.3557 31.6594 5.29951 21.4313 26.3599 11.9276 11.6257 9.35975 6.86136 19.5004 66.73 58.0521 6.30173 8.67794 6.33565 2.53018 4.99355 3.51005 22.1263 18.4944 15.0567 5.2312
internal_count=3910 3484 2732 426 752 707 527 488 2699 415 71 406 344 180 196 144 120 388 2503 2318 157 185 125 46 82 56 312 245 208 87
is_linear=0
shrinkage=0.00251758


Tree=104
num_leaves=31
num_cat=0
split_feature=1 12 150 3 3 40 4 453 2 14 484 14 48 51 3 51 484 133 122 128 15 3 124 2 448 15 43 13 43 43
split_gain=18.8703 7.37871 4.65646 4.58573 6.05321 3.79217 3.72255 3.21563 2.8591 2.54711 2.71644 2.31862 3.11063 2.29917 2.00989 2.17209 2.56175 1.83141 1.82834 2.12775 1.76318 1.66233 1.64685 1.54375 1.36988 2.81508 1.29828 3.4436 1.22426 2.83467
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 -0.115685 -0.032959999999999996 0.34489500000000001 0.22584000000000001 1.0000000180025095e-35 0.114165 0.077685000000000018 -1.0000000180025095e-35 -0.46879999999999994 0.11930500000000001 0.092720000000000011 -0.016619999999999996 -0.10145999999999998 0.085815000000000016 0.0068000000000000014 0.089350000000000013 0.089290000000000022 0.05377500000000001 0.086245000000000016 -0.083859999999999976 -1.0000000180025095e-35 -0.037059999999999989 -0.050004999999999994 -0.17307499999999998 0.16421000000000002 -0.074254999999999988 -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=3 5 6 9 26 18 8 11 23 10 -1 -8 -13 14 -6 -16 21 -12 19 20 -2 22 -17 -3 -4 -26 27 -5 29 -25
right_child=1 2 24 4 13 -7 7 -9 -10 -11 17 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0028796767175138793 0.0025430506304642631 0.00078507592378525379 0.002883163962617803 0.0021003120461061536 0.0024205935090366873 -0.0031487103023035835 -0.0016274915902037492 -0.0030356783240609482 0.00037021354728936426 -0.0027401550924434524 0.0012766700167308426 0.0018523112710852334 -0.0021269478025199148 -0.0029463166734184543 -0.0027927869741129884 0.00095057704146092354 0.0019962045470274499 -0.0010045406961480755 -0.00079576173552449534 -0.0014544735750321085 -0.00098966192783835668 7.4160812934908037e-05 -0.0021954900556498355 -0.0025092963635680678 0.0018101065793388442 -0.0014356177253977353 -0.0022297604463905199 -0.0027513028469677769 -0.0026320765674641444 0.0018094129919305701
leaf_weight=1.656725719571116 17.682187650352731 1.3916576132178331 2.8910517096519461 1.7603516802191723 1.7048907391727031 1.0756591707468022 2.2577625326812241 1.6969278119504441 5.2538902517408124 2.2051268611103287 9.7143242917954904 9.7581843677908164 1.5852597653865821 2.5964382905513039 2.6388950273394647 1.432853678241387 2.9978637099266043 3.2639243490993968 1.591472815722226 1.0810719989240158 1.0383477769792069 9.6724569220095855 5.9574249051511163 3.0127836130559444 5.8817090652883044 2.7095935530960551 50.61713876016438 2.4005245305597782 10.108830163255332 1.6236458327621246
leaf_count=34 356 15 45 26 20 8 21 20 73 72 83 123 15 38 71 18 23 40 15 11 11 66 101 68 80 31 2052 79 258 37
internal_value=0 0.000431642 -0.000149926 -0.00135238 -0.0016102 0.00167848 -0.000608197 0.000384205 -0.00131794 -0.000100355 0.000297398 0.00081088 0.00129621 -0.000589194 -0.000338414 -0.000545635 -0.000250031 0.000702964 0.00192119 0.00213956 0.00234711 -0.000644686 -0.00158552 -0.00186757 0.00131436 0.000786444 -0.00211346 -0.000698719 -0.00211792 -0.000996914
internal_weight=0 70.64 48.1713 98.6189 81.7788 22.4687 36.6889 15.2981 21.3908 16.8401 14.635 13.6012 11.3434 27.0008 24.4044 22.6995 20.0606 12.9782 21.3931 19.8016 18.7205 17.0627 7.39028 16.1369 11.4824 8.5913 54.778 4.16088 14.7453 4.63643
internal_count=3910 1187 786 2723 2494 401 630 179 451 229 157 159 138 337 299 279 208 123 393 378 367 185 119 378 156 111 2157 105 363 105
is_linear=0
shrinkage=0.00263476


Tree=105
num_leaves=31
num_cat=0
split_feature=4 123 150 50 3 133 39 159 13 1348 11 1 9 3 0 123 12 484 13 132 12 11 0 0 131 0 42 1456 4 150
split_gain=19.4063 9.33262 5.71194 4.81055 4.50126 4.32377 4.20887 4.10736 3.94423 3.90399 3.36963 2.63074 2.58641 2.4015 2.13569 1.93956 1.61363 1.28786 1.49904 1.89779 3.96941 1.56234 1.68859 1.61606 1.15637 5.25823 1.12997 1.12068 1.78895 0.861582
threshold=0.28937500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.11901000000000002 0.16699000000000003 -0.0023199999999999996 0.16168500000000002 -1.0000000180025095e-35 -0.52445999999999982 0.090260000000000021 0.088315000000000018 0.11287500000000002 -1.0000000180025095e-35 -0.5217799999999998 -0.23029999999999998 -0.041524999999999992 -0.095029999999999989 -1.0000000180025095e-35 -0.094679999999999986 0.080815000000000012 0.081660000000000024 0.077165000000000025 -0.084304999999999977 -0.11524 0.10340500000000001 -0.07773999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0057500000000000008 -0.099594999999999975
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 -3 9 -7 -6 12 -4 -10 -1 -14 27 -16 -9 -17 21 29 -21 22 23 -19 25 -22 -18 -15 -29 -20
right_child=2 5 3 -5 8 7 -8 16 11 -11 -12 -13 13 14 15 17 26 18 19 20 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012018141377670537 -0.0019640598657902375 -0.0022662078472180597 0.0020042206857174955 -0.0018239277174642772 -0.0029796384283158578 -0.0022468938836829114 0.0020883430088575183 -0.00029570039549311415 -0.00072586489420566492 0.0016078346003261419 -0.00073502851766504916 0.0023926623471336034 0.00062080674528371333 -0.0022468365309741101 0.0008193375178349487 -0.0024290932719221053 0.00026932753280542411 -0.00033135152023644091 -0.00043556298745413334 0.0016384547573482166 -0.0023329468465173777 -0.0025557907942185885 0.00023508166907361113 -0.0021195977618756389 -0.0024309912740357836 0.002944315511331314 0.0023805627144109259 -0.0016104708776752069 0.00050365335042318533 -0.0021111481908098286
leaf_weight=1.3482207525521506 3.6839194037020233 2.9873448200523844 13.04043171554804 2.4526368007063857 1.6963541619479654 1.8838494867086399 1.3610245659947384 2.2124415636062595 2.551103498786687 1.6130191385745991 2.696775045245885 2.8497179429978132 1.8641845285892475 2.5013739578425884 1.2226306181401003 29.104615986347198 1.6454803496599177 4.0033724196255207 1.5474229864776123 2.0806582514196625 3.5572644881904125 4.0526677817106238 4.0499809980392465 6.7628773748874664 5.5581280514597893 1.2767435722053031 5.4057753589004305 3.9165022224187833 4.0526736043393612 115.99963449314237
leaf_count=16 36 34 337 18 10 11 19 21 20 20 35 60 15 26 14 562 13 35 15 24 66 50 27 94 99 16 127 29 27 2034
internal_value=0 -0.00163551 0.000568939 0.00108194 -0.00175756 0.000117085 -0.0018208 0.000755765 -1.23804e-05 -0.00184815 0.00153481 0.000919611 -0.00187705 -0.00189872 -0.00192348 -0.00198069 0.00136638 -0.00199993 -0.00191603 -0.0020013 -0.00117395 -0.00132847 -0.000992764 -0.00145465 -0.00173704 -0.000939132 0.00188789 -0.000944215 -0.000535346 -0.00208909
internal_weight=0 217.105 21.8738 18.1898 202.97 14.1349 195.873 11.1475 7.09718 194.512 15.7372 5.40082 192.899 191.551 189.687 179.216 9.2637 177.993 148.889 130.02 12.4728 18.8689 14.8162 10.7662 10.3921 4.83401 7.05126 10.4705 7.96918 117.547
internal_count=3910 3484 426 390 3278 206 3188 172 90 3169 372 80 3149 3133 3118 3036 161 3022 2460 2254 205 206 156 129 181 82 140 82 56 2049
is_linear=0
shrinkage=0.00223072


Tree=106
num_leaves=31
num_cat=0
split_feature=12 4 1 13 39 48 3 3 3 376 11 41 0 38 11 47 15 16 484 0 1 15 1 1 0 158 14 4 48 14
split_gain=40.1964 14.8992 11.6972 6.89154 5.66314 5.0632 5.0114 3.3638 3.35359 3.33189 3.02042 3.07377 3.00017 2.88636 2.84429 2.76952 4.05659 2.59167 2.56132 3.35957 2.96803 3.07873 2.32573 2.14235 2.10244 2.57081 2.04019 2.01921 3.39799 1.99294
threshold=0.051320000000000005 0.28937500000000005 0.10113500000000002 -1.0000000180025095e-35 0.14706500000000003 0.12675000000000003 0.097615000000000021 -0.14818499999999998 -0.100615 0.048695000000000009 0.087830000000000005 0.081670000000000006 -0.10071499999999999 0.11976000000000002 0.08184000000000001 0.096475000000000019 0.024640000000000006 -0.008734999999999998 -1.0000000180025095e-35 -0.060094999999999989 0.076710000000000014 0.079360000000000014 0.085110000000000005 0.092550000000000007 -0.11524 0.084965000000000027 -0.23083499999999998 0.0057500000000000008 0.086285000000000014 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 7 13 6 15 8 -1 14 12 -3 -12 17 29 18 16 26 22 -2 20 -20 -22 -9 -11 25 -10 -5 28 -24 -4
right_child=1 10 3 5 -6 -7 -8 9 24 23 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011943568824919705 -0.0023664364984078094 0.0023038354529167139 0.0020574537930117633 0.0003293458341506627 0.0023706526515988183 -0.001469092785295695 0.0002713827161252404 -0.0018818591722062304 0.00064222377556852697 -0.0002340747959110193 0.0013537690136860877 -0.0018257376973144616 -0.0018030074316427332 -0.0011205954910606594 -0.0020968403607463109 -0.0010220778719362716 -0.0010434787129536087 0.0013240103986948009 -0.002108387083225958 0.00089801916392401283 0.0017779544432293161 -0.0015611270859601867 0.0005086210050767499 0.0021348637975116174 -0.0019612748073718368 -0.0025113093857260529 0.002217812993926426 0.0008700670374907557 -0.0025406424786605063 -0.00055659021613086584
leaf_weight=5.0802216380834571 3.230954926460984 4.7908808141946775 25.50581672415138 3.613639678806071 1.623255506157874 5.9713439866900435 6.0458619743585578 5.6639026030898156 3.0937564224004737 4.642659716308116 3.2382927089929581 2.3706105053424835 11.539712876081468 1.4798479005694378 8.505737401545046 3.2114997655153266 3.0749437212944022 3.1440887786447993 5.5678726211190277 6.4676604121923438 2.5442578382790089 2.4302810057997704 3.404737174510954 2.7282443977892399 94.183749165385962 1.8652038648724554 8.9605242609977722 4.5754218213260174 3.1829273104667664 1.3840910084545601
leaf_count=33 53 50 364 35 19 47 34 76 26 32 32 18 159 11 143 23 23 24 97 41 20 39 23 29 2261 26 102 31 26 13
internal_value=0 -0.00138065 0.000380564 0.00104974 -0.00156841 0.000233546 -0.00161615 -0.000429253 -0.00170538 -0.000641391 0.00106667 9.94622e-06 -0.000941775 0.00176414 -0.00106734 0.000772608 0.00114091 -0.000444137 -0.000634721 -0.000305792 -0.00104432 0.000146666 -0.000774512 0.000642757 -0.00189038 -0.000543908 0.00167509 -0.000212668 -0.000964676 0.0019229
internal_weight=0 145.958 97.1636 53.2017 135.559 24.832 133.935 43.9619 127.889 38.8817 10.3998 5.6089 31.5108 28.3698 28.7468 18.8606 15.6491 19.9711 20.241 17.0101 10.5424 4.97454 16.827 7.3709 99.1427 4.95896 12.5742 11.1631 6.58766 26.8899
internal_count=3910 2859 1051 618 2759 230 2740 433 2706 400 100 50 339 388 393 183 160 180 250 197 156 59 156 61 2313 52 137 80 49 377
is_linear=0
shrinkage=0.00212165


Tree=107
num_leaves=31
num_cat=0
split_feature=4 12 151 3 43 3 52 39 50 0 52 457 1 52 52 47 481 16 16 16 3 0 16 151 1 12 4 51 3 11
split_gain=29.9995 18.7538 6.71173 5.50476 5.30509 5.72856 4.93907 4.52944 3.65193 3.41323 2.79529 2.74248 3.181 2.70099 2.63353 2.52273 2.47647 2.05358 2.09609 1.95977 1.90139 2.27098 4.30928 1.88213 1.85383 1.74848 1.71482 2.81895 1.69864 2.11818
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.049504999999999987 0.24227500000000002 -0.016329999999999997 0.14706500000000003 0.11901000000000002 -0.061129999999999997 -0.087094999999999992 0.081330000000000013 0.088010000000000019 -0.26295999999999992 -0.0093349999999999978 0.096475000000000019 -0.0079799999999999992 -0.17157499999999998 -0.40374499999999997 -0.19424999999999998 -0.018854999999999997 -0.11991499999999998 -0.0092949999999999994 -0.083919999999999981 0.095575000000000007 0.087020000000000014 0.0057500000000000008 0.087505000000000013 -0.100615 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 4 -2 7 6 10 13 11 15 -8 -6 17 23 -1 -7 -4 -12 18 25 -18 -21 22 26 -13 -23 -3 27 -22 29 -19
right_child=2 3 8 -5 5 14 9 -9 -10 -11 16 12 -14 -15 -16 -17 19 28 -20 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00089595950762409238 -0.0021259562537021253 0.00020266777689509683 0.0020093743501940066 0.00049125567565003474 -0.0017379350364229228 0.0022654709956174139 -0.0016084169299622516 0.0022231918488649404 -0.00094624585219810957 0.00083540584197546906 -0.0022543607165542703 -0.0017839444912751575 0.0022932737309041989 0.0018632959695331411 -0.00010100810957839573 0.00034306457304637101 -0.0013814846780745057 -0.00074449258993328671 -4.3277343010049183e-05 0.001578618956088225 0.00029410068506261188 -0.0022059332177455991 0.0025730075575552749 0.0004405240618107949 -7.3090012654047765e-05 -0.0022079581738557539 0.00094968574311424551 -0.0024114686017497845 -0.00191319678918687 -0.0021828043169070128
leaf_weight=1.6527640745043743 2.2474846653640297 1.5752840414643285 20.826611485332258 5.7210512049496165 9.8844132572412473 3.8611509650945663 4.7764408849179745 1.2872938327491272 2.2823363691568366 4.5083276592195016 2.9342331420630243 4.5380075741559258 1.410911403596401 11.166038453578951 3.7732247225940219 4.4802527874708167 5.4305388778448132 12.304532893002035 5.9971003960818035 2.629034183919436 3.3861906081438118 3.4872380793094555 2.5910887643694869 2.3391969203948966 3.1454546600580215 5.429511446505785 2.7620448805391788 2.9021320901811123 72.21495377458632 6.273579813539981
leaf_count=15 20 21 348 33 135 54 48 17 18 39 42 81 12 154 36 40 45 182 56 23 24 51 19 25 24 89 17 26 2087 129
internal_value=0 -0.00095279 0.00122158 -0.00143672 -0.000116207 -0.000500443 0.000697109 -0.00153402 0.00149427 -0.00042179 -0.000811709 -0.00157717 -0.000462044 0.00150754 0.00109586 0.00171438 -0.000498902 -0.00166621 -0.000917436 -0.000303301 -2.31939e-05 -0.000253641 0.000282391 -0.00102732 -0.00119446 -0.00166584 -0.000373404 -0.00095455 -0.00177344 -0.00123019
internal_weight=0 187.982 29.8367 119.091 68.8903 46.7867 22.1036 113.37 27.5892 9.28477 39.1524 112.083 8.28812 12.8188 7.63438 25.3069 29.268 103.795 13.0019 26.3337 20.9032 18.2741 11.6415 6.8772 6.63269 7.0048 9.05037 6.28832 90.7931 18.5781
internal_count=3910 3484 426 2732 752 496 256 2699 406 87 406 2682 118 169 90 388 271 2564 166 229 184 161 86 106 75 110 67 50 2398 311
is_linear=0
shrinkage=0.00201447


Tree=108
num_leaves=31
num_cat=0
split_feature=12 4 1 3 13 39 3 3 11 48 11 41 3 376 0 484 42 2 124 14 133 47 13 1 49 457 1 1 16 150
split_gain=31.3874 12.0344 9.72339 5.16218 5.06986 4.08934 3.65277 3.19453 2.7986 2.73414 2.71728 2.81337 2.66374 3.14274 2.91205 2.61861 2.9936 2.79791 2.45663 2.37046 2.32893 3.03587 2.18602 2.14722 2.04651 2.02713 2.11394 1.76405 1.7145 2.75503
threshold=0.051320000000000005 0.28937500000000005 0.10113500000000002 0.13772500000000001 -1.0000000180025095e-35 0.14706500000000003 0.090325000000000003 -0.100615 0.08184000000000001 0.12675000000000003 0.087830000000000005 0.081670000000000006 -0.14818499999999998 0.048695000000000009 -0.13027499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084145000000000011 -0.50724999999999987 0.018455000000000003 -0.079929999999999987 0.089945000000000011 -0.094679999999999986 0.08844500000000001 -0.085974999999999982 0.092565000000000022 0.12293500000000002 0.092550000000000007 -0.013279999999999998 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 18 7 -6 8 15 25 -3 -12 -1 14 24 -2 -17 -18 -4 20 21 -20 23 -9 -14 26 -8 -15 29 -26
right_child=1 10 4 -5 6 -7 9 22 -10 -11 11 -13 13 27 -16 16 17 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0012372215284827443 -0.002584511025777917 0.0025073229173241725 -0.0012909203979713888 0.00073376465913167213 0.001802292954647387 0.0025646290024057125 -0.0011391615098825178 -0.001593062297232649 -0.0022629387671829321 -0.0017845809174209695 0.0014948095189574893 -0.0020114273952168784 -0.0023693865985945938 -0.00010712834341124643 -0.001782744242954742 -0.0018230890117988089 -0.0015505323852065419 0.0011299202034774835 0.0024938554291570104 -0.0011765896991355802 0.0025290590477762523 -0.0020687290672625831 -0.0021086114576035842 0.00089301052517699723 -0.0013944739921005268 0.0020386599595275767 0.0013656669162297899 0.0023757304731821974 0.00175415620240203 0.00099365551512426049
leaf_weight=4.6511221975088111 2.9179581105709138 4.2890335433185083 1.2658625207841421 4.9093697220087043 6.4768996350467232 1.2046687342226494 5.1497988514602167 7.0946185197681171 7.2823082264512768 4.6311054266989222 2.893347654491663 2.1862247288227081 2.2120250649750224 4.2925675846636286 13.189428796991708 4.3402739856392172 2.8294043689966157 8.440376013517378 1.7083011046052043 1.1791790053248394 18.904183514416218 1.4820229373872278 75.385426066815853 2.5772183164954185 6.0611675269901735 2.867589395493269 2.8469776995480061 2.4435517005622387 2.5967455878853789 4.6417021229863167
leaf_count=33 53 50 12 28 79 17 49 128 143 44 32 18 22 32 199 98 35 64 32 11 323 10 2165 28 67 32 26 29 20 31
internal_value=0 -0.00140379 0.000419392 -0.00160753 0.00114506 -0.00171009 0.000331157 -0.00175654 -0.00103771 -0.000283759 0.00114014 -1.42588e-05 -0.000422554 -0.000640399 -0.000976943 -0.000556149 -0.000176991 0.000456963 0.00187382 0.00204595 0.00221793 0.000374367 -0.00197466 -0.000930608 -0.000291777 0.00035599 -0.000247403 0.000793538 5.37767e-05 -0.000358772
internal_weight=0 126.35 86.6002 116.982 46.5119 112.072 21.9724 110.868 25.8103 15.4955 9.36861 5.07957 40.0883 35.4372 28.7011 18.528 15.6101 11.2698 24.5395 23.2737 22.0945 3.19032 85.0573 9.67184 15.5116 10.8644 7.99678 6.73612 13.2996 10.7029
internal_count=3910 2859 1051 2759 618 2731 230 2714 393 151 100 50 433 400 339 250 197 99 388 376 365 42 2321 156 140 107 75 61 118 98
is_linear=0
shrinkage=0.00233271


Tree=109
num_leaves=31
num_cat=0
split_feature=12 16 1 13 160 160 14 47 52 52 158 42 13 48 15 47 4 4 403 4 3 4 2 1 0 4 15 475 13 0
split_gain=12.9945 6.40839 4.51536 3.76058 3.03111 3.3869 3.02035 3.3886 2.89567 3.61153 3.70362 3.29974 3.49829 2.66463 2.4908 3.03258 2.44244 4.33524 6.24408 2.39367 2.20304 2.13308 2.8456 2.11641 2.07619 1.77846 1.63608 1.98173 1.60609 2.8247
threshold=0.051320000000000005 -0.17157499999999998 0.094485000000000013 -1.0000000180025095e-35 0.085065000000000016 -1.0000000180025095e-35 0.056865000000000006 0.084155000000000021 -0.062489999999999997 -0.42985499999999993 0.065940000000000012 -1.0000000180025095e-35 -0.076679999999999984 0.10417000000000001 0.024640000000000006 0.096475000000000019 -0.083329999999999987 -0.08422499999999998 -1.0000000180025095e-35 -0.013929999999999998 0.12046500000000002 0.0021050000000000005 0.097940000000000013 0.13501500000000002 -0.10131499999999999 -0.10018999999999999 -0.008624999999999999 -0.071179999999999979 -0.09547499999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 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 26 6 5 -2 7 -4 9 -3 11 -11 21 -9 15 20 17 25 -19 -14 -5 22 -13 -17 -7 -10 -1 -28 29 -18
right_child=1 8 3 14 -6 24 -8 13 16 10 -12 12 19 -15 -16 23 28 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015287456665944218 -0.0023964452046537272 -0.0030363778885546624 0.0032092336381599894 0.0023384163064051498 -0.002965884862747755 0.00041387243977528967 -0.003696011272939424 -0.0013061825607430864 -0.00083226498701830247 -0.0029782102231919595 -0.0028595986506625959 -0.0035746386748602157 0.0012472736722507892 0.0033811556027144858 -0.0023395786995086009 -0.002658724094765804 -0.0027276140880035213 -0.0032300895510091049 0.010816567017481795 0.0054959135223005308 -0.00066379081752402443 0.0021568547989889663 0.0038747382448669678 0.0015723439285094671 0.0031143770639089595 -0.0032377586174984763 0.0022005391354038813 -0.00067566538450367216 -0.0032410815225358382 0.0037774365619040943
leaf_weight=13.069998690858485 3.0019903182983407 7.1323040425777462 12.306699926033621 8.3474160674959474 2.7733281254768363 8.2520525623112899 0.89261907339095969 3.7367381304502478 6.6319485567510119 2.2540782801806953 4.4166301721706978 2.6858885269612105 3.2304875068366528 1.8108252789825199 3.6443079076707354 3.9167101029306641 2.4046433130279188 0.60310888849198818 0.67392367683350929 2.2713774982839778 3.4843436852097502 1.7809252571314571 0.63828000426292408 1.7072815522551534 4.3845773562788972 5.7896835058927527 3.26326960325241 9.2062579039484245 27.603116498328749 0.93139177747070689
leaf_count=194 79 311 346 134 55 87 7 35 108 69 138 91 47 37 42 48 71 34 22 29 37 19 7 14 54 305 41 116 1324 9
internal_value=0 -0.00157273 0.000296229 0.000963423 8.96726e-05 0.00063154 0.00199701 0.00228163 -0.00201602 -0.00113779 -0.000354042 0.000506395 0.00124691 0.00022385 4.51039e-05 0.000542964 -0.00249628 -0.00138143 0.0041827 0.00300127 0.00145429 -0.000643811 -0.00214427 -0.00137429 0.00135088 -0.00195346 -0.000744732 7.7036e-05 -0.00298989 -0.000911461
internal_weight=0 87.4597 65.3865 39.8469 18.4119 15.6386 18.7469 17.8543 69.0478 24.41 17.2777 12.861 10.607 5.54756 21.1001 17.4558 44.6378 13.6987 1.27703 5.50187 11.8318 5.10509 3.32417 5.62399 12.6366 12.4216 25.5395 12.4695 30.9392 3.33604
internal_count=3910 2859 1051 700 275 220 425 418 2584 711 400 262 193 72 275 233 1873 469 56 76 171 117 98 62 141 413 351 157 1404 80
is_linear=0
shrinkage=0.00317133


Tree=110
num_leaves=31
num_cat=0
split_feature=1 12 4 453 12 1 4 4 3 43 11 1 0 16 16 47 3 1 15 15 150 4 150 51 11 42 41 4 0 2
split_gain=43.4595 12.0684 9.17796 6.40996 6.36375 5.38367 5.0475 4.9174 4.5386 4.40278 3.75409 3.3915 3.85038 3.35177 2.95038 2.59029 2.47134 2.43505 2.33189 4.21922 2.36649 3.36844 2.69383 2.28448 2.12003 2.90887 3.14343 1.69823 3.36634 1.50992
threshold=0.10398500000000001 0.080120000000000011 0.27223000000000003 1.0000000180025095e-35 0.087215000000000015 0.13026000000000001 0.056740000000000006 0.39574000000000004 0.097615000000000021 -0.066289999999999988 0.088315000000000018 0.091440000000000007 -0.071924999999999989 0.13514000000000004 0.15100500000000003 0.084155000000000021 -0.097604999999999983 0.11931500000000002 0.079360000000000014 -0.008624999999999999 0.083205000000000015 0.0057500000000000008 0.088040000000000021 -1.0000000180025095e-35 0.08184000000000001 -1.0000000180025095e-35 0.078535000000000008 -0.34687499999999999 -0.077944999999999987 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 9 4 10 6 -6 13 8 16 11 -4 12 -1 15 18 -2 24 -12 19 20 -11 22 -22 -21 25 -3 27 -27 -29 -13
right_child=2 7 3 -5 5 -7 -8 -9 -10 14 17 29 -14 -15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0019322501533330547 0.002182578935730063 -0.0020783553286500334 0.0020855235295973323 -0.0020127016135253898 -0.0016661065134089784 0.0011536321193684456 -0.00082821271063024111 0.0018584063360137354 0.00020677321457013471 -0.0016203311576153967 -0.0014324425081090036 0.0022882418999822028 0.00084596596650516882 -0.00055179899227071659 -0.002215176643832775 0.00030120621110802292 -0.001989578949671428 0.0018176518749629868 -0.0024395091728839045 0.0024506083846512366 0.00048576166376977534 0.0017845717857977485 -0.0025869295274028531 7.0489720950201281e-05 -0.0023712066361097532 -0.00091325449158929646 -0.0025070900114217286 -0.00046654817684112991 0.0026107714512793355 -8.3008059463034122e-05
leaf_weight=4.0272882245481023 11.633806832134733 6.5107399784028575 25.448856960982088 2.2446954213082781 13.620257269591095 4.0992979481816283 7.9355116710066786 1.7997253611683834 5.3635085225105277 10.686357952654367 2.5609072372317305 4.9022831059992305 5.4804671704769143 4.0830004662275305 6.2194759808480731 4.8149314299225798 91.024795912206173 1.8460369408130644 2.8495261222124091 2.8712184354662895 2.5689222551882249 2.9102278687059879 2.7480762600898743 5.4172426238656062 5.8734814748167983 4.108348384499549 2.4882758632302293 3.8809543177485457 2.8831286281347275 1.6771453283727167
leaf_count=42 135 133 338 20 181 40 57 13 26 107 18 58 38 38 90 37 2136 23 34 19 20 19 22 41 90 31 32 41 17 14
internal_value=0 -0.00131453 0.000616912 0.00150289 1.14717e-06 -0.00101378 0.000632892 -0.00168139 -0.00173355 -0.000446172 0.0017672 0.000493123 -0.000330829 0.00119761 -0.000862774 0.00163186 -0.00182268 -7.10016e-05 -0.000582881 -0.000388391 -0.000950805 -8.11556e-05 -0.00110235 0.00089499 -0.00123258 -0.000896029 -0.000319875 0.000180693 0.000845131 0.00168379
internal_weight=0 176.291 78.2873 32.1005 46.1868 17.7196 28.4673 123.933 122.133 52.3582 29.8558 16.0872 9.50776 20.5317 36.271 16.4487 116.77 4.40694 30.0516 27.202 18.9136 8.22723 5.317 8.28846 25.7449 19.8714 13.3607 10.8724 6.76408 6.57943
internal_count=3910 3023 887 399 488 221 267 2519 2506 504 379 152 80 210 352 172 2480 41 262 228 168 61 42 60 344 254 121 89 58 72
is_linear=0
shrinkage=0.0021572


Tree=111
num_leaves=31
num_cat=0
split_feature=1 12 150 4 3 3 453 2 47 14 48 159 484 48 51 51 484 43 3 15 1 0 2 13 12 147 150 1 160 49
split_gain=38.0035 11.9487 7.99815 7.68906 7.29356 8.19615 4.58725 4.49582 4.00784 3.84595 3.6909 3.64268 3.62012 3.15842 2.55548 2.59192 3.29482 2.64574 2.45529 2.42053 2.37907 3.53223 2.06856 2.0285 1.70048 3.39433 1.55501 1.32333 1.3075 1.26589
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 0.22584000000000001 -0.115685 -0.032959999999999996 1.0000000180025095e-35 0.114165 0.084155000000000021 0.077685000000000018 0.11280000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11930500000000001 0.092720000000000011 -0.097124999999999989 0.085815000000000016 -0.077224999999999988 0.086245000000000016 0.024640000000000006 0.077800000000000022 -0.035699999999999989 -1.0000000180025095e-35 -0.15078499999999997 0.090585000000000013 0.074865000000000015 0.14153000000000002 0.10752500000000002 0.086110000000000006 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=4 8 3 7 9 -6 11 22 19 12 -10 -5 -1 27 15 -7 17 -17 -19 -2 21 -14 -3 -9 26 -26 -4 -13 -20 -25
right_child=1 2 24 6 5 14 -8 23 10 -11 -12 13 20 -15 -16 16 -18 18 28 -21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.002977532984014064 0.0028148990615788822 0.0006775538241108552 0.0026691415109400592 -0.0021931842243583122 -0.0024208155941985417 -0.0024311852154188358 -0.0031711028318924905 0.0029831159373591848 -0.00079532684887313396 -0.002862431355269738 0.0029728371813541061 0.00042868192942149353 -0.002313335798765847 -0.0015374017152900976 -0.0030828660158798153 0.0014499533645024676 0.0021694710845794303 -0.0022208993234181175 0.00048307976951357659 -0.00016433796729525826 0.0020969479623883895 0.0010794119746016038 -0.0023761089732367139 -0.0015107178597683641 -0.0018474270917975227 0.002838326136974437 -7.1913870333249129e-05 0.0024921771621974498 -0.0015180204153732377 0.0012429506398378355
leaf_weight=2.2086407467722955 19.435498863458641 1.7432151660323203 8.4048612490296346 2.1600790917873445 84.653376769274473 4.6983048021793392 2.0615599974989882 1.6271849982440469 6.137808643281458 3.4434339180588713 2.7194912321865559 2.8943645507097235 3.40025316923857 2.0798258408904067 3.3253030739724627 3.6428185403347113 3.5049080662429324 7.6744462773203841 6.793110325932501 2.2009902894496909 5.6651447266340247 6.4349237456917718 20.771965298801661 3.1910789012908927 2.5625283680856219 1.9920582883059976 1.8265335857868183 10.170234214514492 3.6332438886165619 1.9498673826456068
leaf_count=34 301 15 100 19 2157 80 20 20 42 72 35 19 43 16 38 28 23 105 38 23 46 34 363 38 27 20 9 105 25 15
internal_value=0 0.000502173 -0.000163657 -0.00069074 -0.00171465 -0.00197579 0.000625547 -0.00156125 0.00188728 -0.000258759 0.000361627 0.00107786 0.000247514 0.00154441 -0.000843532 -0.000594875 -0.000253171 -0.000643682 -0.00106503 0.00251183 0.000707051 -9.35411e-05 -0.00213968 0.000363003 0.00157057 0.000202 0.0021798 0.00203503 -0.000214238 -0.000466302
internal_weight=0 93.9291 63.4354 48.6494 139.078 117.926 19.3661 29.2833 30.4938 21.1524 8.8573 17.3045 17.709 15.1444 33.2721 29.9468 25.2485 21.7436 18.1008 21.6365 15.5003 9.83518 22.5152 6.76813 14.786 4.55459 10.2314 13.0646 10.4264 5.14095
internal_count=3910 1187 786 630 2723 2494 179 451 401 229 77 159 157 140 337 299 219 196 168 324 123 77 378 73 156 47 109 124 63 53
is_linear=0
shrinkage=0.00269255


Tree=112
num_leaves=31
num_cat=0
split_feature=1 39 12 51 3 3 457 3 4 3 447 52 52 43 12 16 44 160 122 159 11 4 150 48 43 130 43 484 156 16
split_gain=13.1426 5.06369 4.62163 4.21138 4.1871 2.79001 2.73331 2.54732 2.45126 2.15435 2.00693 2.00046 1.89266 1.89104 3.46448 1.78857 1.77142 1.67928 1.55314 1.46652 1.78375 2.14408 1.42264 1.92332 1.41842 1.39879 3.10068 1.32495 1.51752 1.49165
threshold=0.099115000000000023 0.005105000000000001 0.083325000000000024 -0.40274499999999996 0.16699000000000003 0.10666500000000002 0.081330000000000013 -0.115685 0.51224500000000017 0.12046500000000002 0.085135000000000016 0.17829500000000004 0.071660000000000015 -0.17307499999999998 0.10129000000000001 -0.54165499999999989 0.086480000000000015 -0.054789999999999998 0.09197000000000001 -0.034019999999999988 0.08184000000000001 -0.15796999999999997 0.083205000000000015 0.086215000000000014 -0.15969999999999998 -0.083489999999999995 0.0016850000000000001 -1.0000000180025095e-35 0.11896500000000002 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2 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 10 -3 6 7 8 19 15 -8 11 12 17 14 -9 -2 18 -1 -5 -4 21 -21 -19 -24 -23 26 -15 -17 29 -29
right_child=1 3 5 16 -6 -7 9 13 -10 -11 -12 -13 -14 25 -16 27 -18 22 -20 20 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00044806291534326499 0.0020230358316456411 -0.0042364075747675974 -0.0040793054716017655 0.003635395364734487 0.0026004717801855915 0.00056862203223892644 0.0034979583831181017 0.0039472251190319054 0.0031649389611651765 -0.0015366070111428498 0.0034345092317822836 -0.0040071772629915545 0.0011566363511332385 -0.0038184498890032107 -0.0037266035302307718 -0.0034584618369168396 -0.0016299120734885721 -0.0023010347776379202 -0.0012401679254567864 0.0030099929136866376 -0.0030066041762294277 -0.0040345881910752567 0.0026637886888869911 -0.0015767907426771474 0.00084266261816913935 -0.0031248465579264517 0.0070688973738650112 -0.0036534941938472718 -0.0041406502861454581 -0.0005348486592136356
leaf_weight=7.292197296395897 1.9777004756033409 1.1640800908207882 1.4976979997009028 11.645431915298101 6.2323688622564068 4.2060328498482695 3.3770454470068207 1.4561466947197907 1.7095816209912289 1.6407306529581545 1.503244962543248 2.3823154959827653 6.4864675384014836 0.8542118165642012 1.6087938901036976 3.9381751548498967 1.0331655908375967 12.395292397588497 0.91559043526649553 2.9418115541338907 2.1736994422972202 1.3653278183192004 2.055990867316722 4.2866998966783285 1.790739735588432 42.873201156035066 0.56438451632857323 2.2448258697986665 2.0515471268445244 17.729134004563093
leaf_count=97 23 10 27 297 145 23 51 28 35 17 21 47 72 39 65 78 11 211 8 19 50 38 20 50 24 2030 14 23 66 271
internal_value=0 0.000533541 -0.00166071 0.00234342 -0.000119514 -0.00226456 -0.000608483 -0.00247316 -0.00102482 0.00185174 -0.000643316 -0.000818965 -0.000585382 -0.00281886 -8.0784e-05 -0.00128117 0.00290685 -0.00101948 0.00328001 -0.000797371 -0.000203125 0.000796225 -0.00159059 -0.000202202 -0.00126726 -0.00300833 0.00051305 -0.00153286 -0.00118856 -0.000885346
internal_weight=0 55.6594 97.7343 14.7583 40.9011 61.332 34.6687 57.126 29.651 5.01778 36.4022 34.899 32.5166 47.3567 3.06494 27.9414 13.5942 26.0302 12.561 9.76928 8.27158 6.09788 18.738 6.34269 3.15607 44.2918 1.4186 25.9637 22.0255 19.974
internal_count=3910 1035 2875 326 709 2357 564 2334 496 68 518 497 450 2176 93 461 316 378 305 158 131 81 281 70 62 2083 53 438 360 294
is_linear=0
shrinkage=0.00360442


Tree=113
num_leaves=31
num_cat=0
split_feature=1 12 12 16 0 124 13 48 160 49 157 159 3 123 51 16 48 52 2 3 12 16 16 3 47 42 1 15 2 147
split_gain=35.4833 9.09734 8.7334 6.43982 4.48347 4.31383 4.19402 4.11586 5.11852 4.0908 4.08354 3.19362 3.10714 3.36389 3.10242 2.95892 2.71412 2.56235 3.55767 2.27708 2.24673 2.42861 3.03039 2.1323 2.02339 1.97377 1.91909 2.51541 1.85158 1.68962
threshold=0.10113500000000002 -1.0000000180025095e-35 0.080120000000000011 -0.069144999999999984 -0.075584999999999986 -0.50873999999999986 -0.09547499999999999 0.11930500000000001 -1.0000000180025095e-35 -0.081629999999999994 -0.057789999999999987 0.084410000000000027 -0.15121499999999996 1.0000000180025095e-35 -0.26158999999999993 0.63868000000000003 0.19946000000000003 0.11588000000000002 0.099990000000000009 -0.12008499999999998 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 -0.097604999999999983 0.096475000000000019 0.085465000000000013 0.09112000000000002 -1.0000000180025095e-35 0.089910000000000004 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 5 12 4 7 -2 17 8 -3 23 11 16 -1 20 -7 29 -5 18 -4 25 -14 22 28 -8 -10 -11 27 -15 -22 -12
right_child=1 3 6 10 -6 14 9 -9 24 19 15 -13 13 26 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011191315665924372 -0.0021866427053004482 -0.0016971488851231882 -0.00097868250820157591 -0.0023437171569934425 0.002372597480324428 -0.00086758375740557565 0.0011344215470619251 -0.0017344636795818831 0.0020123058453247003 -0.0015393381573832431 -0.0020924697468823719 0.0024320244471438867 -0.0022961994006942825 -0.0021885830424962635 0.0021431758361760444 0.0017001960819128634 0.0015711662457816649 -0.0026788567879527155 0.0016450198644646745 -0.0022353382713765652 -0.0016552164990221816 -0.0024895337477858965 0.0011799053021247601 -0.0014286819005557483 -9.5588554914921163e-05 0.001203788076933054 0.0015557753352730319 0.0012687281991059453 -2.3389076328756283e-05 0.00041845373036015202
leaf_weight=5.4426392354071131 1.4831865653395677 3.5835139751434424 11.478980524465443 2.3749991729855569 6.8504260852932921 2.0156542584300068 3.2296067960560322 4.6116673648357382 9.2639911323785764 6.9272187091410142 13.730212841182949 2.9353889487683773 6.8512155674397972 2.4422780014574528 22.614533450454473 1.4032629169523705 1.6045252457261083 3.0402355026453725 3.693938683718442 73.209615172818303 8.826223488897087 3.8006868734955779 4.6634852290153512 3.844232164323329 3.3539931066334239 1.7835778407752512 4.5464878939092159 2.1307093314826471 6.5503994189202794 1.6201303675770748
leaf_count=38 11 37 148 50 90 12 23 38 105 90 199 33 92 32 341 19 18 54 23 2051 88 71 36 58 23 17 45 13 44 11
internal_value=0 0.000547436 -0.00138544 -2.1011e-05 0.000740835 0.00166485 -0.00174703 0.000203758 0.000755462 -0.0019551 -0.000911451 0.000591994 -0.000528819 -0.000754111 0.00189679 -0.00153199 -0.000765255 -0.000730353 -0.000339926 -0.00210161 -0.00112256 -0.000785292 -0.000462076 -0.00025848 0.00145201 -0.00097767 0.000485935 -0.000577705 -0.000960062 -0.00182746
internal_weight=0 77.4455 152.462 51.3321 27.6636 26.1134 107.207 20.8132 16.2015 88.9943 23.6685 6.91491 45.2541 39.8115 24.6302 16.7536 3.97952 18.2132 15.1729 81.9204 30.692 23.8408 20.0401 7.07384 12.618 8.7108 9.11948 4.57299 15.3766 15.3503
internal_count=3910 987 2923 623 293 364 2464 203 165 2239 330 101 459 421 353 229 68 225 171 2158 331 239 168 81 128 107 90 45 132 210
is_linear=0
shrinkage=0.00232538


Tree=114
num_leaves=31
num_cat=0
split_feature=4 12 151 3 9 150 132 150 39 2 50 151 376 52 457 1 13 4 16 47 16 12 3 11 2 13 150 51 2 43
split_gain=23.9498 15.439 5.59182 4.73591 4.59254 4.09964 3.77149 3.77848 3.49232 3.36783 2.9691 2.84523 2.53359 2.28239 2.26531 2.66529 2.17065 3.53896 2.02215 1.98303 1.82077 1.96316 1.75799 2.01224 1.91569 2.15144 1.70922 1.69886 1.65354 1.60714
threshold=0.27608500000000008 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.016839999999999997 0.082590000000000011 0.082150000000000015 -0.07718499999999999 0.14706500000000003 0.090695000000000012 0.14390500000000003 -0.024429999999999997 0.048695000000000009 -0.084699999999999984 0.081330000000000013 0.088010000000000019 -0.10241499999999999 -0.073574999999999988 -0.17157499999999998 0.096475000000000019 -0.40374499999999997 0.087020000000000014 -0.100615 0.08184000000000001 0.084145000000000011 0.16421000000000002 0.11398500000000002 0.11024000000000002 0.090815000000000021 -0.071214999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 6 7 28 14 11 19 13 16 -7 18 -16 17 -9 20 27 21 -3 23 24 -20 -26 -11 -4 -6 -22
right_child=2 3 10 -5 5 9 -8 12 -10 26 -12 -13 -14 -15 15 -17 -18 -19 22 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.002532309313731385 -0.0025189987729403187 0.00061623646286123885 0.002414479086228417 0.00055685428124584418 -0.00047956361886618894 -0.0016158201435570135 0.001881721941575756 0.0025773617288075436 0.0026560523296796199 0.0023375390856167303 -0.0019869232091281738 -0.0028391029636881588 0.00035758222167547903 0.0025501059092930111 -0.0012022981294222731 0.0026535086109641154 -0.0017363837482487717 -0.0015072707373630979 -0.0026307855087337861 0.00039616460955919257 0.001538556974869565 -0.0026880770376987522 -0.0022714954443734487 -0.0026144604389719025 0.00043336317882654155 -0.0025642665314389505 0.00029813599303364277 -0.00025879569037624167 0.0025093747195040856 -0.0010797987835242159
leaf_weight=3.7180073857307425 2.0456611439585712 1.4053834192454813 18.68398247845472 5.536451779305934 1.9476264044642437 1.4120393022894862 3.2322041019797316 1.9968758895993231 1.059288915246724 6.7110432647168619 1.2547514960169781 2.3311512693762806 5.7179526537656775 1.8058517426252363 6.189823865890502 1.3085626456886528 24.662714308127761 3.5506618693470982 2.5689086951315359 4.4290114752948275 2.3766793739050627 4.7285867445170879 60.929007487371571 5.2699898816645137 6.6920215245336276 1.8391407523304222 3.9240396656095982 1.5513158962130535 2.609478022903204 3.481765501201151
leaf_count=57 20 21 353 33 17 22 31 20 17 87 10 23 48 21 106 12 319 37 58 42 20 81 2087 129 67 57 31 16 32 36
internal_value=0 -0.00106634 0.00138815 -0.00165181 -0.000114912 -0.000279221 -0.000669942 -0.000873657 -0.00177678 0.000776215 0.00169652 -0.000773983 -0.00114073 0.00072206 -0.00182529 -0.000529411 -0.00142432 -3.69781e-05 -0.00193412 0.00188391 -0.000996272 -0.00193101 -0.00207962 -0.00136544 -0.000772447 -0.000212863 0.00158506 0.00220954 0.00123195 -1.75728e-05
internal_weight=0 167.005 27.9647 103.386 63.6196 59.9016 43.7175 40.4853 97.8492 16.1841 25.9191 5.54904 35.9282 3.21789 96.7899 7.49839 30.2103 5.54754 89.2915 24.6643 11.9924 6.13397 77.2991 16.3701 11.1001 8.53116 10.6351 20.2353 4.5571 5.85844
internal_count=3910 3469 441 2724 745 688 504 473 2691 184 421 66 424 43 2674 118 376 57 2556 411 158 102 2398 311 182 124 118 369 49 56
is_linear=0
shrinkage=0.00245468


Tree=115
num_leaves=31
num_cat=0
split_feature=4 12 151 3 9 50 15 128 49 1456 15 16 1373 13 2 124 160 12 160 15 1 47 51 34 43 13 13 16 42 1
split_gain=13.2885 9.44472 4.03842 3.38747 3.08526 3.07264 2.77654 2.61094 2.52807 2.1145 2.35487 3.0502 3.00685 2.93942 2.45131 2.13054 1.9232 1.9074 2.29668 2.31643 1.87053 1.86351 1.86365 1.72918 1.54797 2.58588 2.06006 1.83627 1.66085 1.75065
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.016839999999999997 0.14390500000000003 0.079360000000000014 0.084980000000000014 -0.062504999999999991 -1.0000000180025095e-35 -0.095799999999999982 0.081265000000000018 0.084345000000000017 0.091035000000000019 0.091025000000000009 -0.09849999999999999 -0.083654999999999993 0.084885000000000002 0.084100000000000022 0.014775000000000002 1.0000000180025095e-35 0.096475000000000019 0.11024000000000002 -0.016844999999999995 -0.17307499999999998 0.16421000000000002 -0.094679999999999986 0.0063350000000000012 0.092145000000000019 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 4 -2 8 -1 21 7 9 17 -6 14 12 16 -13 -11 -16 -12 -3 19 -19 -18 22 -4 -22 25 27 28 -10 29 -26
right_child=2 3 5 -5 6 -7 -8 -9 24 10 11 13 -14 -15 15 -17 20 18 -20 -21 23 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0027698881910399446 -0.002697337438230721 -0.0029182260678741385 0.0027525422189742812 0.00056834197464517781 -0.0021087961283603697 -0.0032205754014701772 -0.0023505677990297846 -0.003295254121420866 0.0041093596687128541 -0.0022531034369618463 -0.00045484034658515557 -0.0024449921135568558 -0.0020850420262178448 0.00096464450337041335 -0.0028026361042510235 0.0011180188003080691 3.5277161655061944e-05 -0.0024151262886400295 0.0023530302017006417 0.00088141195339996035 -0.00037593318339254156 0.00021982554903207674 -0.00071300152541413082 0.0026623571387494093 -0.0008835122200485468 -0.0022793332707368732 -0.0023414572925320354 -0.00046654210827109827 -0.002956534908953127 0.0027240980903386015
leaf_weight=2.7523381263017646 1.7054843772202755 2.089154375717043 13.415601648390298 5.188141804188489 3.1567023433744898 0.90955617278814216 4.4152801856398574 1.8343228865414847 1.0944278761744493 5.120646737515921 3.3260450381785693 4.1481779254972926 1.9993400052189816 3.671294067054987 1.3441475592553613 5.1900509595870972 3.5010679401457407 3.3960007894784194 2.3953688982874155 3.1789216995239258 1.6352189164608795 3.6145628988742819 1.3122139964252699 12.268504945561279 4.8955434495583159 3.4714992865920067 47.435266273096204 1.7648316305130718 2.1372451102361083 1.3142983857542274
leaf_count=57 20 52 341 33 47 9 73 28 18 56 37 82 21 27 17 87 32 82 24 38 33 40 16 155 101 111 2161 32 66 14
internal_value=0 -0.000982115 0.00139599 -0.00159878 -9.32333e-05 0.00175861 -0.00024592 -4.90239e-05 -0.00175244 8.22476e-05 0.000246128 0.000651059 0.00116543 -0.000844145 -0.000815277 0.000311502 0.00147891 -0.000529871 2.63697e-05 -0.000821277 0.00184845 0.00200552 0.00244377 0.00230502 -0.00197012 -0.000669537 -0.00211772 0.00128496 -0.000846263 -0.00011997
internal_weight=0 132.724 20.9574 78.3607 54.3631 19.2519 51.6108 47.1955 73.1726 45.3612 42.2045 30.5496 22.7302 7.81947 11.6548 6.5342 20.7308 11.0594 8.97029 6.57492 17.4048 18.3424 14.7278 13.9037 62.1131 6.33076 55.7824 2.85926 8.34709 6.20984
internal_count=3910 3484 426 2732 752 406 695 622 2699 594 547 387 278 109 160 104 257 196 144 120 220 397 357 188 2503 161 2342 50 181 115
is_linear=0
shrinkage=0.00277541


Tree=116
num_leaves=31
num_cat=0
split_feature=12 16 1 13 52 52 484 42 4 0 14 47 160 160 3 49 48 13 4 47 0 52 48 15 43 3 38 15 0 4
split_gain=19.2507 7.8956 6.21477 5.62963 3.0726 3.75836 3.60693 3.56048 3.03837 2.98083 2.67415 2.86807 2.67406 3.24064 2.6513 2.59502 2.55645 2.5224 2.48747 3.06053 2.45038 2.20283 2.01731 2.00763 1.99297 1.90489 1.82923 2.1912 2.018 1.9478
threshold=0.051320000000000005 -0.17157499999999998 0.092550000000000007 -1.0000000180025095e-35 -0.062489999999999997 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.28937500000000005 -0.074249999999999997 0.020750000000000005 0.084155000000000021 -1.0000000180025095e-35 0.085065000000000016 -0.046444999999999993 -0.031434999999999998 0.10417000000000001 -0.094679999999999986 -0.15534499999999998 0.09252500000000001 -0.11756999999999999 -0.072349999999999984 0.11379500000000002 -0.053579999999999996 -0.072649999999999978 -0.14818499999999998 1.0000000180025095e-35 -0.008624999999999999 -0.22851499999999997 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 25 10 5 -3 -7 -8 12 15 11 -4 -2 20 -5 -9 -13 -6 -16 21 -14 -20 -10 -11 -22 -1 27 28 -27 -29
right_child=1 4 3 14 17 6 7 9 22 23 -12 16 13 -15 18 -17 -18 -19 19 -21 24 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00098418746501302535 -0.0025490396325431332 -0.0022820029181853108 0.0023988326067938856 0.0024168880501524276 -0.00068004475435383784 -0.0024926750620316487 -0.0019824890946895653 0.0011879595879644284 0.0025655019278874834 0.0037408762765137821 -0.0021322886366607202 -0.00057811338638960412 -0.0010056518429604102 -0.0021159214957079471 -0.0020863071217623536 -0.0017954216605512705 0.0025576001523380143 -0.0021400696311294843 -0.00068167807169768405 -0.001329077340288433 0.0035282135915114853 0.001427599912267939 -0.00027456697021917026 0.00084982869620503531 0.00058737620666947528 -0.00036732686912840609 -0.0026376483939319845 -0.0017216209736537114 -0.0023943929291179921 0.00088716822106159039
leaf_weight=3.7521648369729546 2.9021356515586385 8.2543865125626343 15.720867220312362 2.3904620893299606 7.7537797670811406 3.6479763668030527 3.5031354185193804 3.1210236828774232 3.6731179989874354 2.1995699163526297 0.97902337461709876 4.140558809041976 2.9500019717961541 3.0155141055583963 3.3184305578470292 3.3971787132322788 2.2326976805925369 44.431473469361663 4.0179368034005227 5.5589807070791712 2.021883860230445 8.8395046964287669 2.2500912323594093 3.4295980148017335 3.5307080186903477 6.0329060107469612 2.7522851675748816 2.0778336133807898 5.019923759624362 6.8960193656384927
leaf_count=27 67 311 358 46 132 126 87 33 60 31 8 35 27 55 51 89 37 1741 36 59 14 98 18 34 34 56 42 44 86 68
internal_value=0 -0.00125113 0.00033942 0.000853567 -0.00158623 -0.000948123 -0.000377593 0.000115411 6.23374e-05 0.000720417 0.00168771 0.00185698 -0.000522698 -1.21352e-05 5.58018e-05 -0.000366929 0.000520399 -0.00192314 -0.000203877 0.000135315 0.00073399 0.000768453 0.00148662 0.00197949 0.00165823 -0.00057524 -0.000832109 -0.000583972 -0.00128797 0.000283121
internal_weight=0 100.082 73.7296 47.1985 79.7381 27.5529 19.2985 15.6505 20.3435 12.1474 23.0731 22.0941 14.4202 11.5181 24.1253 6.5182 6.37326 52.1853 21.7349 18.4164 8.50259 12.8574 5.92321 5.62917 5.55259 26.5311 22.779 20.0267 11.0528 8.97385
internal_count=3910 2859 1051 728 2584 711 400 274 275 187 438 430 197 130 290 122 72 1873 244 193 75 134 78 65 48 323 296 254 142 112
is_linear=0
shrinkage=0.00236201


Tree=117
num_leaves=31
num_cat=0
split_feature=1 12 12 40 2 52 50 48 51 0 4 160 1 15 3 42 43 12 4 51 474 133 376 1 457 457 2 48 150 4
split_gain=25.6395 7.9161 7.57027 5.05935 4.90215 3.99352 4.08519 4.99009 5.07846 3.94197 4.53487 3.11632 2.66959 2.6116 2.86347 2.6094 2.91297 2.6044 2.54772 2.50605 2.74204 2.28314 2.27675 2.21353 2.07848 2.22505 1.958 1.9211 1.61933 3.38013
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.34489500000000001 0.14808000000000002 -0.42985499999999993 0.11515000000000002 0.11930500000000001 -0.40274499999999996 -0.060094999999999989 0.39574000000000004 -0.079234999999999986 0.11287500000000002 0.079360000000000014 -0.15002999999999997 0.092635000000000009 -0.18906999999999999 0.11742500000000002 -0.51381999999999983 -0.10145999999999998 0.084655000000000022 -0.088019999999999987 0.048695000000000009 0.092550000000000007 0.083995000000000014 0.092565000000000022 0.10742000000000002 -0.081134999999999999 0.083205000000000015 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 13 -2 5 -3 7 8 -7 10 24 12 -10 14 -1 16 -11 21 -18 -16 22 -13 28 -24 -4 -26 -20 -23 -21 -30
right_child=1 4 9 -5 -6 6 -8 -9 11 15 -12 17 -14 -15 19 -17 18 -19 26 20 -22 27 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013042445687389459 0.0020475368819897807 -0.0023045652031818565 -0.0019352964358861102 -0.0027034889543952737 0.0019834365435084725 -0.0016682835219039693 -0.001856464466303447 -0.0015873405953652552 -0.002224801299325617 0.0030751488840206824 0.002588880569156982 -0.00066816856871384849 0.0009252883901217226 -0.0024169452559741258 -0.0020642416015016697 -0.0023510114519599123 -0.0026587972746793236 -0.00055018296380839851 0.00080548961827689241 -0.0013117025077424452 0.0014104784921781721 -6.6091284391840157e-05 -0.00042027433967279368 0.0024779673466410338 0.00029525452377204565 -0.0023463295077975808 -0.0014157664013490546 0.0021791952515912141 -0.0013366206557285779 0.001760984848339163
leaf_weight=4.9306861236691466 16.529243987053636 4.0593716204166403 68.745970733463764 1.1710676178336132 5.5579506047070018 4.1686383150517967 5.1431303098797789 6.0767285153269759 2.5044727548956933 1.2897361069917668 1.1555008143186558 1.8897521197795963 2.758157379925251 2.9733479730784884 4.3421167097985736 3.0418124236166468 2.0425309799611542 3.1108624227344981 5.9240648336708546 13.598779095336804 4.0963810123503199 2.1306499950587883 3.180200681090354 2.158323097974062 4.3383950348943463 2.4256011825054884 2.876261580735445 14.597031973302345 3.9980125017464152 3.0148506462574005
leaf_count=34 301 114 2153 8 82 50 68 53 30 8 10 16 30 47 83 78 25 29 38 159 31 24 22 26 49 56 47 182 36 21
internal_value=0 0.000457316 -0.00119419 0.0017332 2.29879e-05 -0.000211645 -1.1172e-05 0.000243702 0.000600792 -0.0015503 -0.00175389 0.000951241 -0.000573832 -0.000420912 -0.000269971 -0.000521683 -6.3044e-05 0.00132062 -0.000436326 -0.000495684 -0.000269007 0.00163322 -0.000534123 0.000751462 -0.00182034 -0.00065203 7.95037e-05 0.00189321 -0.000867096 -4.95087e-06
internal_weight=0 69.6971 134.133 17.7003 51.9967 46.4388 42.3794 37.2363 31.1596 91.8399 76.6655 26.9909 5.26263 42.2927 39.3193 15.1744 12.1326 21.7283 10.8429 34.3887 30.0465 18.6174 25.9502 5.33852 75.51 6.764 8.80033 16.7277 20.6116 7.01286
internal_count=3910 987 2923 309 678 596 482 414 361 2464 2268 311 60 459 412 196 118 251 110 378 295 222 264 48 2258 105 85 206 216 57
is_linear=0
shrinkage=0.00220885


Tree=118
num_leaves=31
num_cat=0
split_feature=1 12 12 16 40 13 49 151 157 16 0 3 159 0 160 47 52 2 376 0 49 16 1 48 3 122 12 48 375 1
split_gain=20.1159 6.24 5.8404 4.36279 4.33359 3.54361 3.50458 3.35625 2.81387 2.6816 2.65313 2.58416 2.37933 2.36744 2.60867 2.86668 2.17897 2.44804 2.06355 2.08324 2.03217 1.97047 2.25786 1.91226 1.80622 1.79381 1.76774 1.88083 1.6365 1.58731
threshold=0.10113500000000002 0.080120000000000011 -1.0000000180025095e-35 -0.069144999999999984 0.34489500000000001 -0.09547499999999999 -0.081629999999999994 -0.27336999999999995 -0.057789999999999987 0.63868000000000003 -0.21145499999999998 -0.15121499999999996 0.084410000000000027 -0.075584999999999986 -1.0000000180025095e-35 0.096475000000000019 0.11588000000000002 0.099990000000000009 0.048695000000000009 -0.10071499999999999 -0.088329999999999978 -0.008734999999999998 0.085110000000000005 0.19946000000000003 -0.12008499999999998 0.09197000000000001 0.085185000000000025 0.085090000000000013 0.087245000000000017 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 11 4 7 25 16 26 -4 12 10 -10 -1 23 14 -9 -16 17 29 19 20 -13 22 -22 -5 -8 28 -7 -28 -2 -3
right_child=2 5 3 8 -6 6 24 13 9 -11 -12 18 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012361225831251338 0.0022985337299584203 -0.0012022923300811152 -0.0025796305208250787 -0.0023656469479248674 -0.0029431554400600368 -0.0026027829235984114 -0.00090659628146458522 -0.0017313093057635411 0.001150392445344012 0.0019282844095395695 -0.0021824255143172264 -0.0027496522195919137 0.0024610817083596808 0.0023507385374628409 0.0017673538618865972 -0.00057635693825856728 -0.0027418392911593556 0.0015406220153807496 0.00062924373585213707 -0.0018187998767182176 -0.0019736868669985837 0.0018467759446066257 0.00019191699330928919 0.0014773230396680095 -0.0021988966884302144 -0.00073516431685329887 -0.00094163438346454387 0.0021499960037562804 -0.00061546640231433566 0.0016792764339145234
leaf_weight=4.8605275154113761 15.725336914882073 8.2404956221580488 1.6744267977774168 1.8065215274691611 1.1543694734573353 1.2592154834419478 7.1993673108518115 2.5605898704379841 1.5885688923299301 1.2584542501717795 11.022872989997266 1.9400786012411142 2.3292412832379341 5.3598111905157539 8.4696527756750566 4.7267239522188893 2.2634196635335675 3.5146667584776869 6.0213648267090312 9.7997811548411864 4.1409598663449296 2.4589621946215603 8.6330645643174631 1.2902764715254305 49.609105810523033 1.4146555215120304 2.2601256035268307 2.3160223513841629 1.2062418609857548 1.284435836598276
leaf_count=38 327 129 20 50 8 25 107 36 10 19 200 23 33 90 109 38 54 23 61 170 75 21 71 18 2051 12 35 21 17 19
internal_value=0 -0.00120824 0.000497167 -8.21902e-06 0.00158792 -0.00159827 -0.00185235 0.000706041 -0.000851861 -0.00142773 -0.00176262 -0.000405134 0.000620161 0.000966574 0.000495744 0.000927875 -0.000558172 -0.00017913 -0.000646915 -0.000931802 -0.000425638 -0.000129651 -0.000510108 -0.000764479 -0.00203512 0.00187302 -7.30439e-05 0.000623063 0.00209093 -0.000813713
internal_weight=0 115.802 61.5877 42.0871 19.5006 77.9469 62.6438 22.7912 19.2959 13.8699 12.6114 37.8547 5.42604 21.1168 15.757 13.1964 15.303 13.0396 32.9942 26.9728 17.1731 15.233 12.774 3.0968 56.8085 18.3462 5.83536 4.57615 16.9316 9.52493
internal_count=3910 2923 987 623 364 2464 2239 293 330 229 210 459 101 273 183 147 225 171 421 360 190 167 146 68 2158 356 81 56 344 148
is_linear=0
shrinkage=0.00241102


Tree=119
num_leaves=31
num_cat=0
split_feature=1 12 4 2 13 49 52 11 16 15 52 124 50 51 474 2 42 43 43 13 457 133 160 12 150 42 3 0 48 4
split_gain=13.2716 5.14104 3.72459 3.70248 2.99319 3.20459 2.64597 3.05069 3.00541 2.23881 2.18735 2.00438 1.98601 2.19627 2.40817 1.90232 1.83082 2.04285 1.80397 3.58276 1.78771 1.89352 1.98598 1.6269 1.87134 1.55437 1.50797 2.9664 3.41537 1.64564
threshold=0.10398500000000001 0.080120000000000011 0.51224500000000017 0.14808000000000002 -0.09547499999999999 -0.081629999999999994 0.16064500000000001 0.088315000000000018 0.13514000000000004 0.079360000000000014 0.11588000000000002 -0.50724999999999987 0.096815000000000012 -0.097124999999999989 0.085435000000000025 0.099990000000000009 -1.0000000180025095e-35 -0.079109999999999986 -0.17307499999999998 0.16421000000000002 -0.0034949999999999994 -0.083144999999999983 -0.079234999999999986 0.11742500000000002 -1.0000000180025095e-35 0.095385000000000011 -0.018854999999999997 -0.10071499999999999 0.084500000000000006 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 6 10 -6 7 8 11 12 15 -2 13 -1 16 -3 -15 -18 19 -7 -13 -22 -23 24 -24 -10 -19 28 -28 -30
right_child=2 4 -4 -5 5 18 -8 -9 25 -11 -12 20 -14 14 -16 -17 17 26 -20 -21 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0024599463613162896 -0.0033041753881240298 -0.00089497754002130039 0.0031657265266128724 0.0029273045235718434 9.3488280207641876e-05 0.0019163490901263449 -0.0023289912555057605 -0.0024270741223949861 -0.0020847940598821258 -0.003463486920342942 -0.0036545622315028595 -0.001004245063940752 -0.0036493422944384036 -0.0018684973861793801 0.0030956726421278572 0.0019070171831984271 0.0019648732136437895 0.0020682936282573295 -0.0027408838630889323 -0.0033369227768044875 -0.0010875277496640644 -0.0012757115796694501 -0.0014198720562672764 -0.00052194181109863687 0.0031363323487798959 0.0012786560385149898 0.0024921326920869197 -0.0033306819217430953 -0.0027017171669870346 0.00066834295430589412
leaf_weight=3.4697317555546752 0.98113840445876732 8.6513809934258443 5.3537632860243312 5.0049085635691872 5.3814121577888718 2.6301382742822161 4.5023153014481059 3.7918618749827138 5.2824971191585055 2.3425366729497901 2.0759047670289865 2.8129903525114122 1.6569023746997107 4.7192199863493505 2.7750122565776101 3.5265087597072116 5.8548393845558264 2.4431629944592759 43.115916129201651 2.7415870930999517 2.1778647042811015 1.6372186094522607 1.0043788738548851 1.7016633003950108 12.949046224355664 1.9432955645024774 4.0081622917205113 3.2928822841495107 3.6481915190815926 2.5421880520880222
leaf_count=88 9 148 165 102 82 44 69 69 98 49 55 38 27 72 30 25 79 20 2058 107 20 22 20 18 231 26 35 48 34 22
internal_value=0 -0.00139104 0.000634002 0.000324467 -0.00191397 -0.00226068 -1.14153e-05 0.000292956 0.00063123 -0.000421775 -0.000603643 0.00119386 -0.000214706 -4.09569e-05 0.000245662 -8.35678e-05 -5.26867e-05 0.000340587 -0.00252196 -0.000764782 0.00139191 0.0017381 0.00209397 0.00244638 0.00280837 -0.00118023 -0.000256224 -0.000677171 0.000179589 -0.00131774
internal_weight=0 104.876 49.1429 43.7892 68.1228 53.8691 38.7843 34.282 30.4901 36.7528 14.2538 23.2643 34.4103 32.7534 29.2837 12.1779 26.5086 21.7894 48.4876 5.37173 22.2832 19.4702 17.2923 15.6551 13.9534 7.22579 15.9346 13.4914 10.1985 6.19038
internal_count=3910 3023 887 722 2519 2291 620 551 482 504 228 358 455 428 340 173 310 238 2209 151 349 311 291 269 251 124 159 139 91 56
is_linear=0
shrinkage=0.00321554


Tree=120
num_leaves=31
num_cat=0
split_feature=1 52 12 47 52 4 15 13 1 3 376 16 1 0 0 4 1429 50 48 49 159 0 13 457 160 16 4 2 43 160
split_gain=26.7509 7.68679 7.36968 6.53756 5.05714 4.10677 3.8728 3.44769 3.11418 3.03067 3.00179 2.90687 2.5992 2.58761 2.5868 4.03371 3.03021 2.44943 2.6275 2.28083 2.2534 2.4258 2.06116 1.99821 2.60816 1.8812 1.8717 1.61258 1.54168 1.64862
threshold=0.099115000000000023 -0.27466499999999994 0.083325000000000024 0.08801500000000001 0.12539500000000003 -0.15796999999999997 0.024640000000000006 -0.071149999999999977 0.085990000000000011 -0.016619999999999996 0.081270000000000023 -0.50763499999999995 0.13702500000000004 -0.098179999999999976 -0.010494999999999999 -0.48072499999999996 0.084920000000000009 0.11901000000000002 0.12862000000000004 -0.14750499999999997 -0.094429999999999986 -0.08176499999999999 -0.090929999999999983 0.083995000000000014 0.084100000000000022 -0.54165499999999989 -0.51381999999999983 0.097940000000000013 -0.07526999999999999 -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 8 4 6 26 17 -8 14 -10 12 22 25 27 16 -16 -1 18 -3 -9 21 -6 -7 -13 -25 -5 -4 -11 29 -27
right_child=1 3 5 10 20 11 7 19 9 13 -12 23 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0016966137356473916 -0.0015111760605663164 0.0020226530887875425 -0.001838842645027665 0.0010165846998378748 0.0026974352906512567 0.0015982880057898189 0.0022543380863868341 0.00062115787523089915 0.001794994420620762 -0.00013895984492501149 0.0019524351344129924 -0.0018675741772487347 0.0014415410984993892 -0.0016170369647894812 -0.0015690907882664634 0.0015433666711221763 0.0015366574390794055 -0.0008288039084276787 -0.00084061497129182697 -0.0021500768788975063 -0.0015424056019951854 -0.0010493241731731639 -0.001695202874504702 -0.0022266994902624621 0.00063425965065336753 -0.0017808322763554201 0.00025519330789050174 0.0017150712832730737 -0.001849746894741012 0.00090049238368590686
leaf_weight=14.510695569217207 7.5585851054638615 28.764950964599855 2.46543556638062 1.7609980851411808 1.5442290678620341 1.9914826899766924 2.233784195035696 2.4482601769268513 4.1022074110806015 8.9306873269379121 2.1916615031659594 62.384972335770726 2.2160663716495028 4.2819895893335316 3.428340420126915 3.91514017432928 1.3946852646768082 1.5368405655026425 1.4792006164789189 2.788672972470521 3.9597178027033797 1.4908393956720827 1.4352844320237625 2.4227854255586854 3.3093683905899525 1.7780446223914621 7.8066316060721856 2.6764506734907636 7.8074987009167698 2.320002030581235
leaf_count=245 152 491 28 15 13 17 24 28 35 74 26 2126 23 64 38 26 11 12 11 30 41 29 25 57 35 28 69 25 91 21
internal_value=0 0.000487495 -0.00111646 0.000722367 0.00113995 -0.00148621 0.00143242 7.50396e-05 -0.000416838 0.000189512 -0.00034609 -0.00166408 -0.000663266 -0.000224986 -0.00093823 9.03004e-05 -0.0014131 0.0017515 0.00188261 -0.000854528 -0.000501289 0.00085701 0.000218826 -0.0017588 -0.00057497 -0.00100457 -0.000247404 0.000288555 -0.00130352 -0.00026287
internal_weight=0 71.8794 125.056 64.3208 46.2465 81.816 39.2517 7.47072 43.2402 19.9913 18.0743 71.5439 15.8826 15.8891 23.2489 7.34348 15.9054 31.781 30.2442 5.23693 6.99479 3.03507 3.42677 68.1171 5.73215 13.6665 10.2721 11.6071 11.9055 4.09805
internal_count=3910 1035 2875 883 679 2357 596 82 518 198 204 2260 178 163 320 64 256 514 502 58 83 42 42 2218 92 155 97 99 140 49
is_linear=0
shrinkage=0.00209515


Tree=121
num_leaves=31
num_cat=0
split_feature=1 12 12 52 40 47 50 3 15 3 48 447 484 52 52 1 14 376 132 0 160 13 147 150 0 13 16 376 43 13
split_gain=34.1184 9.96256 8.97906 6.21357 5.87659 5.66532 6.17658 4.78623 4.31863 3.93478 3.80678 3.49012 2.92076 2.77996 2.68171 2.37481 2.35942 2.90592 3.84067 5.24751 3.91145 2.3087 2.36171 2.23924 2.25454 2.19878 1.99408 1.84284 1.84012 1.99076
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 -0.42985499999999993 0.34489500000000001 0.086785000000000015 0.11551000000000002 0.10666500000000002 0.024640000000000006 -0.115685 0.12862000000000004 0.085135000000000016 -0.0043499999999999988 0.18936500000000003 0.13709500000000002 0.14000500000000002 0.078275000000000025 0.048695000000000009 0.080815000000000012 -0.13027499999999997 0.086110000000000006 -0.060719999999999989 0.089245000000000005 0.084800000000000014 -0.077944999999999987 -0.123625 -0.54165499999999989 0.085185000000000025 -0.074254999999999988 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2 2 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 11 -3 -2 6 8 9 10 23 14 12 -1 16 -5 26 17 18 19 20 -14 -10 -23 24 -4 -21 -7 -19 29 -28
right_child=1 3 7 5 -6 15 -8 -9 21 -11 -12 -13 13 -15 -16 -17 -18 27 -20 25 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0018480958848230617 0.0018714739814542751 -0.0020480938308040284 -0.0020904548495049831 0.0017696407776315276 -0.0024634845919458232 0.00090793679647972357 -0.00222004847293374 0.00042909349156542987 0.0013706420002174004 -0.0017477678637344567 -0.0011740655575901728 0.0020233995446214178 0.0013861584887567135 -0.002266374639396356 -0.00026290091527051925 0.00081094921182526115 -0.0022872049938086293 0.0023834231304278516 0.0016635512792309653 0.00042379120168640474 -0.00095720635759565019 -0.0017001381401565774 0.00078354794564361506 0.0013679568901153925 -0.00026891116180049394 -0.0016751835743505446 -0.0015466674885422568 0.00015446825236747915 -0.0018998717520065098 0.0011906793463361876
leaf_weight=5.9026088695973149 19.602845959365371 5.0064407810568801 4.0600012987852088 20.393470771610744 1.2729110196232785 1.7130642905831344 2.6491724886000148 4.7468884736299506 2.3650070838630199 79.461207216605544 2.1900161281228057 2.0825173929333678 6.4998960904777032 2.7640458829700938 2.8248295821249476 3.1797984465956679 2.0231289081275454 2.578982312232255 3.1848159134387961 2.2408811040222671 4.6848832257091999 4.4311882369220239 2.1849115788936615 1.9023616462945927 7.2082171961665145 12.826106388121845 2.1995436251163483 3.1487779691815376 7.8732297606766224 1.8864406086504457
leaf_count=89 309 126 79 267 8 13 34 23 24 2176 14 21 42 38 24 23 21 23 25 21 38 42 17 14 65 175 33 25 88 13
internal_value=0 0.000446652 -0.00114463 3.53207e-05 0.00160715 0.00022887 0.000656447 -0.0014856 0.000878037 -0.00158372 0.00128994 -0.000451974 -0.000564396 -0.000374737 0.00152235 -0.000710888 -0.000234137 -0.000116016 -0.000363929 -0.000609899 0.000404611 -0.000287278 -0.000879922 -0.000593996 -0.000925223 -0.00136301 -0.00106483 0.00115808 -0.00134741 -0.000282874
internal_weight=0 79.7729 145.315 58.8971 20.8758 53.8907 37.0386 97.3787 34.3894 92.6318 25.4083 47.9366 45.8541 39.9515 23.2183 16.8521 37.1875 35.1643 29.4366 26.2518 11.1848 8.98111 6.6161 13.1706 11.2682 15.067 13.6723 5.72776 11.9592 4.08598
internal_count=3910 1035 2875 718 317 592 422 2357 388 2334 305 518 497 408 291 170 370 349 301 276 80 83 59 158 144 196 147 48 134 46
is_linear=0
shrinkage=0.00195506


Tree=122
num_leaves=31
num_cat=0
split_feature=4 123 151 3 133 159 39 50 47 13 1348 3 123 1 0 42 12 484 3 12 11 42 41 16 13 47 4 38 14 157
split_gain=30.5915 12.5185 7.78566 7.38869 6.46453 5.32282 5.096 4.93751 4.84389 4.19085 4.07401 2.97076 2.94632 2.88234 2.12349 1.77381 1.48029 1.44521 1.81558 3.44543 1.5993 1.5597 2.59081 1.83582 1.52561 1.41093 1.84132 1.36664 1.31163 1.65936
threshold=0.28937500000000005 1.0000000180025095e-35 -0.27336999999999995 0.16699000000000003 -0.0023199999999999996 -1.0000000180025095e-35 0.16168500000000002 0.11901000000000002 0.096475000000000019 -0.52445999999999982 0.090260000000000021 -0.5217799999999998 -0.041524999999999992 0.11287500000000002 -0.23029999999999998 -0.089024999999999979 -0.095029999999999989 -1.0000000180025095e-35 -0.100615 0.080120000000000011 0.08184000000000001 -1.0000000180025095e-35 0.078535000000000008 -0.095609999999999987 -0.094679999999999986 0.077735000000000012 0.0057500000000000008 -0.073614999999999986 -0.46879999999999994 -0.0086849999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 10 8 28 -5 11 -1 -13 -11 25 -7 -17 -16 19 -19 21 -21 23 -23 -20 26 -14 -26 29 -4
right_child=2 4 7 9 5 15 -8 -9 -10 13 -12 12 14 -15 17 16 -18 18 24 20 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00059705490749003306 -0.0024154362165789908 -0.0022600598584697012 0.0021557882929010455 -0.0026116728949306489 -0.0022614177951370599 -0.00075166054643180965 0.0019667056794577713 -0.0015397397307328725 -0.00041410068491526408 -0.00056257835041214005 0.0013204525865689542 0.00098812758242402708 -0.0014449638279490007 0.0022307617478747456 -0.0022703719613752895 0.00025254329105505537 0.0021794389184433809 0.00034600847450736864 -0.0013021429930106579 -0.0020787220852506866 -0.0023121971653225601 -0.0015967228964170427 -0.0025772542597950684 0.00033516137784149848 -0.00012411421210971739 -0.0023326642582488398 0.00042239670114879642 -0.0020121009618770057 0.0021772669167346554 -0.0013909387281435849
leaf_weight=2.1276101693511 2.9575628936290768 3.6097734607756164 1.173723263666034 1.7004430703818796 1.9554248601198203 1.384706653654576 1.5250802598893631 2.6303656399250022 4.6444822438061228 2.7489048689603797 1.7543133534491051 1.5407742261886586 4.956922519952057 3.5400840230286121 36.198869522660971 2.1773500069975844 7.1676242984831289 4.1954819560050955 15.089144390076397 6.7228642255067852 9.7612382099032384 3.1232905797660342 2.7808222137391558 6.0549154989421394 1.6259565204381932 2.5680119618773452 3.9942597895860672 130.99166009575129 14.351762888953086 1.0440963208675498
leaf_count=15 20 34 27 10 11 11 19 18 40 20 20 18 34 60 562 20 130 37 146 97 128 21 25 43 14 26 22 1961 306 15
internal_value=0 -0.00158012 0.000716681 -0.00169657 0.000156498 0.000844172 -0.00176238 0.00110518 0.00143312 0.000239017 -0.00178673 -0.00181026 -0.00183256 0.0010098 -0.00185162 0.00141015 0.00173048 -0.00189717 -0.00182226 -0.00138541 -0.0016408 -0.00128999 -0.000846602 -0.000322248 -0.00191879 -0.000995358 -0.000611697 -0.00198895 0.0019509 0.000486074
internal_weight=0 259.296 26.802 243.001 16.2949 12.6851 235.011 23.8444 21.2141 7.98943 233.486 231.732 229.604 6.28899 228.063 10.7297 9.34497 216.544 180.345 32.6386 28.4431 18.6819 11.959 9.17821 147.707 11.5192 8.95118 132.618 16.5696 2.21782
internal_count=3910 3484 426 3278 206 172 3188 406 388 90 3169 3149 3134 80 3116 161 150 3034 2472 351 314 186 89 64 2121 82 56 1975 348 42
is_linear=0
shrinkage=0.00204667


Tree=123
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 48 40 4 52 1 150 3 0 4 1429 16 0 51 4 457 48 150 130 13 3 2 133 2 47 48
split_gain=27.1381 9.09734 7.41957 6.02658 4.80567 4.77463 4.67431 4.27578 3.58291 3.05474 2.959 2.7422 2.60773 3.87425 2.86056 2.59846 2.52697 2.22921 1.95073 1.85256 2.6479 1.82959 2.00273 1.82727 1.78116 1.73274 1.64951 1.49437 1.38621 2.30736
threshold=0.099115000000000023 -1.0000000180025095e-35 0.083325000000000024 0.16699000000000003 0.22584000000000001 0.11930500000000001 0.34489500000000001 -0.15796999999999997 0.13709500000000002 0.085990000000000011 0.082085000000000019 -0.016619999999999996 -0.010494999999999999 -0.48072499999999996 0.084920000000000009 -0.50763499999999995 -0.098179999999999976 -0.26158999999999993 -0.51381999999999983 0.083995000000000014 0.085090000000000013 -0.053939999999999995 -0.0087099999999999973 -0.090929999999999983 0.11476000000000001 0.097940000000000013 0.065880000000000008 0.080080000000000012 0.10070000000000003 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 10 8 17 18 24 12 21 -11 14 -14 27 23 25 -2 -4 -17 -21 -3 -23 -9 -6 -13 -20 -1 -19 -30
right_child=1 3 7 -5 5 -7 -8 15 -10 11 -12 16 13 -15 -16 19 -18 28 26 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00011230156304707525 -0.00057354176365394098 0.0012318585397865674 -0.0020428364507656628 0.0021729573050736479 0.0017467112441797851 -0.0021596538157519826 -0.002799139211263903 0.0013272788004431442 -0.0015438143288648177 0.0017109861188732477 0.00054974038885755787 -0.00026486392209655254 -0.0016965819004372254 0.0015892802452246526 0.00153890895278518 -0.0020793793995590101 -0.0017626438465117519 0.0023729342831209648 -0.0004787370057032698 -0.0024317331345992581 0.00062847125066578416 0.00098475076580724981 -0.0018728121284826353 -0.0018600292455003503 -0.0001694089523181844 0.001776424475755365 0.001761594302791418 -0.0021602576742655762 -0.0010053552618062549 0.0024747974911571275
leaf_weight=2.1462335176765981 1.8115586340427423 1.2151096314191878 2.5916832014918327 5.2818052880465975 11.421942260116344 3.1829944401979438 1.1878153830766667 2.1743927225470547 2.6831753253936759 4.2233653888106373 4.6234209463000289 9.4433225952088851 3.5976107902824879 3.881920661777257 1.3840741738677014 68.917608145624399 4.7131313048303101 15.827083878219133 5.3333578221499902 2.6803090777248135 3.2617475017905235 1.3798176459968186 16.999885408207767 1.6432924196124066 3.2405915781855574 2.807032074779273 2.5172993391752243 13.617637956514953 1.8413651771843427 2.1474179066717625
leaf_count=24 12 11 28 80 136 30 8 17 24 35 41 74 38 26 11 2126 64 306 48 62 30 17 289 25 35 25 21 221 13 33
internal_value=0 0.000412912 -0.00131484 -0.00013148 -0.00040349 0.00040847 0.00160664 -0.00169836 0.000879729 -0.000568796 -0.00109175 6.62596e-05 -0.00111513 8.79981e-06 -0.00160536 -0.00188039 -0.000343225 0.00184862 -0.000326862 -0.00197401 -0.000751908 -0.00147906 -0.00165829 -4.46728e-05 0.00132323 0.000202875 0.000239621 -0.00188143 0.00207005 0.000868234
internal_weight=0 72.844 134.934 50.0287 44.7469 20.5287 22.8152 89.1197 17.3457 45.8143 24.2182 21.1869 24.6275 7.47953 17.1479 78.6773 16.9635 21.6274 10.4423 74.8597 5.94206 19.5948 18.3797 3.81769 14.6625 12.2504 7.85066 15.7639 19.8159 3.98878
internal_count=3910 1035 2875 663 583 225 372 2357 195 518 358 198 320 64 256 2260 163 364 97 2218 92 317 306 42 171 99 69 245 352 46
is_linear=0
shrinkage=0.00228112


Tree=124
num_leaves=31
num_cat=0
split_feature=1 12 12 40 52 50 2 48 158 4 133 16 14 128 447 0 43 4 376 132 0 3 13 13 457 151 128 47 160 4
split_gain=14.2116 5.63365 4.86234 3.84283 3.38855 3.1607 3.48706 3.13125 3.36501 3.11226 2.48294 2.36563 2.2363 2.15746 2.08459 1.9787 2.5946 2.7688 1.94843 2.56362 2.32017 1.90996 2.4367 1.90338 1.78962 2.20082 1.66782 1.66251 2.15658 1.56921
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 0.34489500000000001 -0.42985499999999993 0.11515000000000002 0.14472000000000004 0.12862000000000004 0.11034000000000001 -0.15796999999999997 -0.26719999999999994 -0.50763499999999995 0.077685000000000018 0.086435000000000012 0.084630000000000011 -0.017269999999999997 -0.24333999999999997 -0.03614499999999999 0.048695000000000009 0.080815000000000012 -0.13027499999999997 -0.5217799999999998 -0.123625 -0.092894999999999991 0.083995000000000014 -0.083919999999999981 0.088595000000000021 0.096475000000000019 -0.079234999999999986 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 12 26 -3 6 7 8 10 29 -6 23 14 15 18 16 -12 -18 19 20 -1 -22 -23 -11 -13 -26 -2 28 -19 -4
right_child=1 4 9 -5 5 -7 -8 -9 -10 11 13 24 -14 -15 -16 -17 17 27 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00020783980475224648 0.0030227669684009316 -0.0032255681654532395 -0.0026586797070066231 -0.0036813995063169611 -0.0036688450701264216 -0.0021556698792336093 0.0034164737025138368 -0.0023775570110772049 -0.0034827147856945108 0.0024247624520074285 -0.0023940938110937459 -0.0026455978324348315 -0.0034407693333617967 -0.002334239654478367 0.0030035406481262739 0.0035514438324221026 -0.0020706753069263178 -0.00022948882459826816 0.0012401169973468751 0.002029218238064854 0.00163087305611807 0.00062093170438761466 -0.0030637084742941431 -0.0025078252467196577 -0.0026892140265254243 0.0015002488146386545 -0.0017042314412741607 0.00020709466179978553 0.0031149030045189165 0.00038326414443260685
leaf_weight=12.395899530500175 11.372710298746819 3.1553735658526412 2.1787602100521326 0.99481764435768205 1.1594174578785956 5.1421734560281029 3.5450927801430216 4.1956766657531253 1.9189030993729819 1.8106462731957438 2.0949312783777811 47.896272391080856 2.5640271436423054 1.7526556253433216 1.6680309697985638 3.2077297642827061 2.1283123679459193 2.408295068889875 4.9156735353171817 2.6713011916726819 1.2405254840850819 2.1165787875652304 10.418055936694147 1.3300372511148442 2.5412664711475372 2.3801559042185536 0.78190473467111665 4.8933152724057427 8.7789362687617256 7.0103972144424898
leaf_count=117 301 126 28 8 15 81 78 46 35 16 18 2126 51 18 22 63 29 30 51 28 7 25 217 26 65 27 8 41 138 69
internal_value=0 0.000434619 -0.00150751 0.00223448 -9.86569e-05 0.000140675 0.000467924 0.000146674 0.000520348 -0.00202661 0.000811054 -0.0023039 -0.00061733 0.00101664 -0.000412978 0.00126643 0.000905433 0.00128504 -0.000581793 -0.000892306 -0.00119051 -0.00207479 -0.00244153 0.000335878 -0.00246087 -0.000663057 0.00271868 0.00172918 0.00239495 -0.000337984
internal_weight=0 57.5302 103.138 13.1494 44.3808 41.2254 36.0833 32.5382 28.3425 65.1475 26.4236 55.9584 37.9901 25.2642 35.4261 23.5115 20.3038 18.2089 33.758 28.8424 26.1711 13.7752 12.5346 3.14068 52.8177 4.92142 12.1546 16.0805 11.1872 9.18916
internal_count=3910 1035 2875 317 718 592 511 433 387 2357 352 2260 518 337 467 319 256 238 445 394 366 249 242 42 2218 92 309 209 168 97
is_linear=0
shrinkage=0.00313075


Tree=125
num_leaves=31
num_cat=0
split_feature=1 123 15 3 3 150 15 11 133 49 51 52 2 133 51 11 484 51 52 0 52 47 151 133 43 160 15 150 12 2
split_gain=27.8419 8.46189 6.30437 5.84573 5.63535 4.82022 3.65062 4.48555 3.4649 3.00742 3.165 2.97704 2.70931 2.62556 2.53811 2.43733 2.71657 2.33412 2.08701 2.75964 2.36352 2.54365 2.06219 1.89397 1.80458 2.02224 1.70108 1.64115 1.2628 1.23232
threshold=0.10398500000000001 1.0000000180025095e-35 -0.24219999999999997 -0.115685 0.084925000000000014 0.075065000000000007 0.079360000000000014 0.08184000000000001 -0.0023199999999999996 -0.085974999999999982 -0.097124999999999989 0.11588000000000002 0.14073000000000005 0.032270000000000007 0.11024000000000002 0.088315000000000018 -1.0000000180025095e-35 0.087505000000000013 -0.40083499999999994 -0.017269999999999997 0.098910000000000012 0.12339500000000002 -0.0095999999999999992 -1.0000000180025095e-35 -0.028814999999999997 -1.0000000180025095e-35 -0.10312999999999999 0.12187000000000002 0.090840000000000018 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 3 14 6 -5 12 7 13 -3 -6 -11 17 15 24 -2 16 -4 28 -18 20 21 23 -7 -20 -1 -26 -25 -24 29 -12
right_child=2 8 5 4 9 22 -8 -9 -10 10 11 -13 -14 -15 -16 -17 18 -19 19 -21 -22 -23 27 26 25 -27 -28 -29 -30 -31
leaf_value=0.0025986782378195007 0.0019487409697117985 -0.0019760874605607862 -0.0023238635505155301 -0.0018046040175181998 -0.0024652157692470656 0.0019402196741149411 -0.002026303668004885 -0.0018539225024165513 0.001322651338877734 -0.0023354399680737591 0.0019404044367306065 -0.0018226300945901183 0.0013294177123171832 -0.00097323067356702394 -0.00061182034452074701 -0.0025858211848685348 -0.0017306981720627169 -0.00084821161690439917 -0.00095933801511177068 0.002515024158653149 -0.0016226807560554253 -0.001715773202809766 0.0017500551208074126 0.0025381177885957398 -0.00087030981741480012 0.0015230223573263475 0.00052322256686334831 -0.00072952740495473044 0.0023493099823539312 -5.7834022319042768e-05
leaf_weight=3.2324874345213201 15.433030731976034 1.8414610046893347 2.9819201976060929 86.712302120402455 3.4249038435518768 7.7739640064537525 4.7903152704238883 4.2063406389206639 8.2602364011108858 2.9290594719350365 2.2091179341077822 3.0391076616942874 4.0591774173080912 3.3128369618207207 2.077024530619382 2.5781248752027741 3.2656155321747127 3.913171272724866 2.4934957399964484 2.0804380998015324 3.922496084123849 2.4670121297240248 2.0081818886101228 2.9448178634047579 2.6423314623534706 4.5347165986895561 6.0569167360663272 3.3984607495367527 2.8816863596439362 4.3008523993194103
leaf_count=28 276 29 50 2416 30 132 94 70 88 58 12 29 50 35 19 45 59 30 20 24 43 26 29 27 22 30 61 26 13 39
internal_value=0 -0.00119701 0.000534411 -0.00134367 -0.0015521 0.000111939 -0.000339891 0.000110696 0.000721317 -0.000587469 -0.000253785 0.000119277 -0.000333812 0.000712914 0.00164501 -0.000568308 -0.000369878 0.00056285 -0.000119063 0.000144545 -0.000131201 0.00028781 0.00122288 0.000717802 0.00124953 0.000641883 0.00118237 0.000191461 0.00115079 0.000620256
internal_weight=0 142.231 63.5407 132.129 109.41 46.0306 22.719 17.9287 10.1017 22.6979 19.273 16.3439 32.85 13.7224 17.5101 28.7908 26.2127 13.3048 23.2308 19.9652 17.8847 13.9622 13.1806 11.4952 10.4095 7.17705 9.00173 5.40664 9.39166 6.50997
internal_count=3910 3023 887 2906 2627 592 279 185 117 211 181 123 405 115 295 355 310 94 260 201 177 134 187 108 80 52 88 55 64 51
is_linear=0
shrinkage=0.00217462


Tree=126
num_leaves=31
num_cat=0
split_feature=1 12 3 0 4 1 48 42 4 1429 4 52 150 128 52 2 3 2 14 150 51 0 122 403 1213 40 43 42 51 3
split_gain=25.4301 9.18979 6.15028 6.06041 5.76486 5.06707 4.7843 4.23568 5.49471 4.20141 3.5882 3.56863 3.31949 3.06254 2.99931 2.66118 3.59759 2.44922 3.39652 2.21595 2.15179 2.39962 2.11547 1.94266 3.38225 1.93451 1.93051 2.80731 1.95949 1.90415
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.060094999999999989 0.22584000000000001 1.0000000180025095e-35 0.11930500000000001 0.092635000000000009 -0.49837999999999999 0.084710000000000021 0.25367000000000006 0.13709500000000002 0.082085000000000019 0.092725000000000016 0.10433000000000002 0.10742000000000002 -0.115685 1.0000000180025095e-35 0.064610000000000015 -0.099594999999999975 0.08955500000000001 -0.14733499999999997 0.089350000000000013 0.03138500000000001 -1.0000000180025095e-35 0.26954500000000009 -0.074254999999999988 0.095385000000000011 0.080840000000000009 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 4 5 12 29 11 8 14 10 17 -6 19 22 -5 -10 -17 23 20 -3 21 -19 25 -7 -25 -2 27 28 -21 -1
right_child=1 2 -4 7 6 9 -8 -9 15 -11 -12 -13 -14 -15 -16 16 -18 18 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.002238390163226479 0.0022134655142514955 0.0018653262275868364 0.0023531763018584794 -0.002837402583444499 0.0014975173468555908 -0.0025385083930503189 -0.0022800527850026136 -0.0024242652475613053 0.001744696029647954 0.0023534759761888219 0.0026547693359617978 -0.0016399399300366792 0.00053881704211018787 -0.0021057158412142677 0.0014001413001684621 0.0020145298748115237 -0.0027079993489226577 -0.00021914807169848077 -0.0024988947048657133 -0.0026570457118953398 -0.001896241590373068 0.0026120010625372918 -0.00076356370984886066 -0.0025503789697059603 0.003792378253408672 -0.00095398806611128595 -0.0022497210799859854 0.0018821476029339498 0.00081833924405646922 -8.951989815249962e-05
leaf_weight=56.894867569208145 20.705282274633657 1.0788487307727397 5.260846108198165 4.3586058672517582 15.006281625479465 11.493628574535252 3.1282136626541606 4.6860501617193213 9.655422702431677 2.1958078555762759 1.4244508706033219 2.5943394601345053 5.5434473603963843 1.2754828110337246 1.3301043659448621 1.7439705133438108 2.259189449250699 6.9394642822444439 4.7942705471068612 3.4509820900857511 2.9347075894474974 2.4791549816727656 1.7838571444153775 1.259752441197634 0.86527825333177943 1.2473290897905815 15.165906440466637 1.9013399835675953 1.38793608546257 2.6323909536004058
leaf_count=1773 362 9 80 73 174 355 31 90 64 20 12 24 50 12 11 12 46 57 93 76 27 17 15 43 15 12 295 30 17 15
internal_value=0 0.000383284 -0.000185442 -0.00142404 -0.000456575 -0.00170729 0.000534768 -0.000317219 0.000193122 -0.000952385 -0.00117789 0.00103505 -0.00117689 0.00162293 -0.0018466 0.00104265 -0.000650637 -0.00135533 -0.000734243 -0.00159067 -4.93899e-05 0.000526063 0.00182329 -0.00213737 3.22896e-05 0.00203349 -0.00176088 -0.000660956 -0.00166021 -0.00214336
internal_weight=0 79.5301 54.5181 117.947 49.2573 93.9138 20.7288 24.0333 19.3473 34.3865 32.1907 17.6006 28.5285 25.012 5.68871 13.6586 4.00316 30.7663 17.1476 22.985 12.3533 9.41862 23.7365 13.6187 2.12503 21.9526 21.9062 6.74026 4.83892 59.5273
internal_count=3910 1187 786 2723 706 2427 229 296 206 639 619 198 477 401 84 122 58 607 194 427 101 74 389 413 58 374 418 123 93 1788
is_linear=0
shrinkage=0.00247009


Tree=127
num_leaves=31
num_cat=0
split_feature=1 12 0 1 3 51 42 4 40 4 47 50 1429 52 151 16 1374 150 457 130 2 3 132 4 12 4 14 1373 3 2
split_gain=13.6036 5.91281 4.35966 4.38281 4.1558 3.7036 3.568 4.41457 3.32084 3.25399 4.3059 4.52948 3.17994 2.9405 2.6121 2.58185 2.4899 3.6882 2.3204 2.17816 2.08826 2.90757 2.03376 1.94768 2.42761 1.83604 1.73593 1.59284 1.58302 1.5268
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.060094999999999989 1.0000000180025095e-35 0.16699000000000003 -0.40274499999999996 0.092635000000000009 -0.49837999999999999 0.34489500000000001 -0.034289999999999994 0.11603500000000001 0.11515000000000002 0.084710000000000021 0.10433000000000002 -0.40391999999999995 -0.088144999999999987 -0.094679999999999986 0.083205000000000015 -0.070739999999999983 -0.0060099999999999989 0.10742000000000002 -0.115685 0.082150000000000015 0.24280000000000004 0.099370000000000014 0.018480000000000003 -0.46795499999999995 0.084905000000000022 0.11476000000000001 0.096970000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 28 9 -2 7 13 27 19 11 14 15 -4 -11 16 -5 -18 -16 -3 -9 -22 29 24 25 -20 -25 -7 -1 -17
right_child=1 4 6 12 -6 8 -8 20 -10 10 -12 -13 -14 -15 18 22 17 -19 23 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026822508451318887 -0.0037021417273884211 0.0023867089488487504 -0.0036476804220630611 -0.0042797562947598632 0.0028029807400055734 0.0027549979910668422 -0.0030343436963438451 0.0021468329970766825 -0.0036635501982442589 -0.0037233533802932713 -0.002600033882362459 -0.0034712113036272402 0.0030265461247166057 0.0019696302274361402 -0.0018444412588473869 -0.0025375757731286768 -0.0010949484921606979 0.0029515181525985334 0.0033425660859560061 -0.0026134372402446589 0.0023959649322974536 -0.0034317893849974902 0.0026918117376303181 -0.0011446616287683824 -0.0023852796754927751 -8.722951434724008e-05 0.0029428026895534157 -0.00069359571449401222 -9.1243498480746596e-05 0.0022144609155913975
leaf_weight=42.293239843100309 1.1486940234899545 0.95867776311933894 3.6392161287367388 1.2129967138171185 3.9205682612955561 15.66185911558569 3.8623720835894337 8.8411339782178384 0.93068026006221671 1.1360491067171192 5.5376479979604474 2.5909861754626027 1.8725813627243031 1.2476602084934709 2.2422225847840407 14.215634185820814 5.5968616493046319 3.7508850209414959 2.8091420903801865 9.2474675234407169 1.5793242864310744 1.8574428763240582 0.85624082945287305 1.1686518099159133 2.2391608487814665 3.4888774417340755 9.1220741868018944 1.4598196186125267 2.489409625530242 0.70767001993954259
leaf_count=1773 10 15 73 11 80 367 90 64 8 10 85 49 20 11 21 413 137 30 33 255 12 46 19 14 35 38 151 16 15 9
internal_value=0 0.000331073 -0.00155918 -0.0019241 -0.000301309 0.0017954 -0.000292334 0.000324666 0.00214522 -0.000601514 -8.2623e-05 0.00047956 -0.000949306 -0.00221353 0.00094053 -0.00123196 -2.3559e-05 0.00052874 0.001192 -0.00214377 0.00133493 -0.000753716 -0.0020407 0.00155361 0.000438597 0.00144258 0.00247862 0.00246097 -0.00253822 -0.00231223
internal_weight=0 63.6626 94.0227 72.9955 44.4615 19.2011 21.0271 17.1648 18.0524 40.541 30.3348 24.7972 28.2129 4.88688 22.2062 26.3403 10.5607 9.34775 21.0701 10.2061 12.2779 3.43677 15.7795 18.8279 8.53718 6.29802 10.2907 17.1217 44.7826 14.9233
internal_count=3910 1187 2723 2427 786 401 296 206 391 706 436 351 639 84 302 619 178 167 292 270 122 58 441 271 106 71 165 383 1788 422
is_linear=0
shrinkage=0.00315758


Tree=128
num_leaves=31
num_cat=0
split_feature=1 39 12 3 16 160 0 457 15 48 52 0 48 2 48 50 42 3 3 43 13 447 52 11 52 160 12 12 1 43
split_gain=11.9078 4.39661 4.12598 4.11471 2.94734 2.66167 2.46025 2.71638 2.28554 2.20552 2.17889 2.86716 2.3503 3.04494 2.37149 2.41603 1.92696 1.75096 3.15682 1.6928 1.87345 1.68607 1.91963 1.64656 1.94042 1.86927 1.52598 1.90145 1.47157 1.41765
threshold=0.10113500000000002 0.005105000000000001 0.083325000000000024 0.31335500000000011 -0.27337499999999998 0.085065000000000016 -0.060094999999999989 0.083995000000000014 0.083185000000000023 0.083775000000000002 -0.42985499999999993 1.0000000180025095e-35 0.11930500000000001 0.090310000000000015 -0.086624999999999994 0.10583000000000002 -0.034284999999999989 -0.074234999999999982 -0.077894999999999978 -0.084699999999999984 -0.45122499999999993 0.085135000000000016 0.17829500000000004 0.077165000000000025 0.071660000000000015 -0.054789999999999998 0.087305000000000008 0.093870000000000023 0.085990000000000011 -0.049504999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 26 7 -6 21 -9 -2 12 13 17 -15 -16 -3 18 -12 -8 -21 22 23 24 25 -1 -4 -28 -27 -30
right_child=1 16 4 -5 6 -7 19 9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.00084024981317309022 -0.0028864079313593344 -0.00047305358174801979 0.0036388650337059276 0.0025935406458355926 -0.002469863497156723 -0.0029978820765707822 0.00062798695433632446 -0.0029241192771914753 -0.0029658611535487737 0.0013052796664322287 -0.0015647122895938595 0.0024353435346080631 -0.0020926020535053961 -0.0021778122823347969 0.0019191248188673256 -0.0021107565784441612 0.0022980519468353048 -0.0026671498505164344 0.0028300255718458644 0.00086381100157147041 -0.002547309599917137 0.0027221722399703194 -0.0031541872704708524 -0.0027512244008237653 0.001376742355611104 -0.0020146368486474689 -0.0029646402151694436 0.0012286343486493303 0.0017887122611269959 -0.00080544524258779535
leaf_weight=6.3729540258646038 2.5599677115678743 2.41345191001892 1.254560101777314 4.0805263277143231 38.418629405088723 1.8242993708699939 4.3321102429181337 1.4716178085654963 2.7708883862942448 2.8755765371024609 4.3707357328385115 2.9707609917968503 5.6163403969258061 1.7062245532870353 9.0515242256224067 1.3497016467154015 11.061229970306156 3.915228465572012 1.8310650549829004 1.7325081080198286 4.7737856740131956 1.3865737635642279 1.9375287443399418 1.9795772582292546 5.6412469483911982 6.3536831084638932 1.1582029014825819 3.2479707170277834 2.0569776650518223 8.686987105756991
leaf_count=83 114 22 12 117 1987 46 57 58 75 29 61 58 63 19 133 15 295 67 23 9 107 21 34 25 52 126 34 40 31 97
internal_value=0 0.000425323 -0.0012488 -6.98826e-05 -0.00169799 -4.6352e-05 -0.00192861 -0.00223165 -0.000510876 -0.000126462 -0.000395554 -0.000188603 -0.000468592 -5.81884e-05 0.000892531 0.00139619 0.00180172 -0.00119595 -0.000267178 -0.000732879 -0.00163899 -0.000313219 -0.000440646 -0.000271546 -0.000102931 -0.000458575 0.000904845 0.000126394 -0.000942698 -0.000308783
internal_weight=0 50.9268 98.2757 37.4521 61.0893 7.48503 53.6042 42.7658 37.1864 4.34719 33.3715 30.8116 27.8408 22.2245 12.1075 10.4012 13.4747 10.117 6.2018 10.8384 6.50629 34.4155 33.029 31.0914 29.1118 23.4706 5.66073 4.40617 17.0976 10.744
internal_count=3910 987 2923 670 2379 132 2247 2074 544 87 553 439 381 318 167 148 317 151 84 173 116 469 448 414 389 337 86 74 254 128
is_linear=0
shrinkage=0.00280982


Tree=129
num_leaves=31
num_cat=0
split_feature=4 12 48 43 3 52 50 453 1 39 40 3 0 52 39 151 133 159 49 2 2 457 1 1 16 48 16 13 41 42
split_gain=22.2046 9.84969 6.11596 5.13541 5.25911 5.05467 4.73038 3.60889 3.40976 3.10997 2.92596 2.17135 2.10631 1.70454 1.70241 1.2932 1.26809 1.66347 2.42567 1.77456 1.23368 1.16117 1.855 1.10446 2.40687 1.01022 0.874745 0.862686 1.27839 1.31391
threshold=0.28937500000000005 0.051320000000000005 0.11930500000000001 -0.049504999999999987 0.30601500000000009 -0.016329999999999997 0.11901000000000002 1.0000000180025095e-35 0.087480000000000016 0.11419500000000002 0.13216000000000003 0.097615000000000021 -0.061129999999999997 -0.087094999999999992 0.12990500000000002 -0.086769999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.069934999999999983 -0.013084999999999998 0.11290500000000002 0.081330000000000013 0.086145000000000013 0.11198000000000001 -0.53943499999999989 0.084260000000000015 -0.094359999999999986 -0.094679999999999986 1.0000000180025095e-35 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 3 6 5 13 8 7 23 -1 11 -6 21 -7 -5 -10 -15 -17 -18 -19 -20 26 27 25 24 -2 -23 -21 28 29 -3
right_child=2 9 -4 4 10 12 -8 -9 14 -11 -12 -13 -14 15 -16 16 17 18 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090899446377496439 0.0024203224368313232 -0.00026902277630133864 -0.0017690595138572405 -0.0022159667956994614 0.0018616989685644476 -0.002153419036917497 -0.0017079563471647464 -0.0021361514658336188 0.0023800425213044295 0.0016895352442674167 -0.0021519332234110323 -0.00060439929769475604 3.7840456826735933e-07 -3.9430493174356462e-05 -0.00067026186312940986 -0.002504557903668215 -0.0023077869471385573 -0.0022707975714804122 -0.0021445249147809438 -0.00043404905769363507 -0.0013140451553468506 -0.0024350332926297196 0.00069692817302826628 0.0023204129773227397 -0.00058076227903355328 -0.00085651637324083948 0.00099424159169938793 -0.0021183718098341324 -0.0025110617178944329 -0.0017455132163308087
leaf_weight=2.8711376413702983 2.9132374487817287 4.5443667136132744 4.1653852984309188 12.655207701027392 3.6869693659245959 4.7812688816338778 2.4066668301820746 1.1694475971162308 6.194828724488616 1.1581865921616543 1.1705959960818288 5.6673866212368003 4.1482112854719144 3.7635769210755816 1.0461961328983305 4.4415383636951473 5.322933651506907 4.7413006350398108 2.4522759169340178 3.7941391244530687 2.9064554311335078 4.4607982449233514 1.9000206142663945 10.154250254854558 2.3713483791798451 3.5708910822868347 4.6908432692289219 121.5464808344841 5.364861834794282 8.394290726631878
leaf_count=27 53 36 38 135 71 44 18 8 131 20 9 33 38 28 6 44 51 33 26 25 22 71 19 281 28 30 35 2365 66 119
internal_value=0 -0.00161508 0.000658249 -0.000916658 -0.00129132 5.97835e-05 0.00118997 0.0016099 0.00113061 -0.00192132 0.000894477 -0.00194822 -0.00115287 -0.00152849 0.00193933 -0.00125757 -0.00141929 -0.00121767 -0.000905446 -0.00043783 -7.04235e-05 -0.00199907 -0.00126832 0.00189366 0.00107365 -0.00173322 0.000355568 -0.00205096 -0.00160332 -0.00122693
internal_weight=0 225.275 23.1803 68.6675 49.6258 19.0416 19.015 16.6083 10.1122 156.607 4.85757 155.449 8.92948 44.7683 7.24102 32.1131 28.3495 23.9079 18.585 13.8437 11.3914 149.782 9.93171 15.4388 5.28459 8.03169 8.48498 139.85 18.3035 12.9387
internal_count=3910 3484 426 725 479 246 388 370 164 2759 80 2739 82 399 137 264 236 192 141 108 82 2706 120 362 81 101 60 2586 221 155
is_linear=0
shrinkage=0.00221173


Tree=130
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 9 151 15 3 132 1 150 3 1 52 1373 160 0 3 11 2 13 13 1 0 4 16 16 2 47
split_gain=11.0359 7.73386 3.26965 3.07931 2.89922 3.20322 2.75374 2.88274 2.80937 2.64485 2.49237 3.29658 2.35143 2.23529 1.87454 2.22871 2.29916 1.85827 1.84476 1.97229 1.99292 2.23417 2.06345 1.88858 1.96281 1.82752 1.70519 2.90671 1.53077 1.43386
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 -0.016839999999999997 -0.024429999999999997 -0.095799999999999982 0.24227500000000002 0.080815000000000012 0.11774500000000002 0.081245000000000026 0.097615000000000021 0.085110000000000005 -0.092854999999999979 0.084345000000000017 -0.086319999999999994 -0.13506999999999997 -0.097604999999999983 0.08184000000000001 0.084145000000000011 0.16421000000000002 -0.123625 0.077800000000000022 -0.060094999999999989 -0.045299999999999993 -0.17157499999999998 -0.30307999999999996 0.10184000000000001 0.10976000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 -1 13 -8 9 14 11 29 18 -7 -9 16 -16 -18 19 20 -3 22 -22 24 -24 28 27 -20 -19 -4
right_child=2 3 10 -5 -6 6 7 8 -10 -11 -12 -13 -14 -15 15 -17 17 25 26 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003958438939262998 -0.0032967631413657033 -0.0030326169723478989 0.00011469541397258951 0.0016884736352746382 -0.0033789381059332983 -0.0026842556912170428 -0.0025464150176388867 -0.0027520169883216892 0.0037103452838696243 0.0030548601343089359 0.0031208514798696974 0.0037031795756660413 0.00026833038901977256 0.0018321876869873874 -0.002854860364776543 -0.0037299317857183191 0.0022935327840953143 0.0022686961909848006 -0.0028105821732493626 -0.0031997870280817166 -0.0028825162435637173 -0.0035627690465899189 -0.0027146134642520759 0.0038866935446958953 0.001728162595714897 -0.0031159698624506869 -0.00284975983510251 0.0020610617920325748 -0.0013053216763671961 -0.0039453489482815397
leaf_weight=2.2517578620463601 1.5862490534782434 3.305003221146765 6.2661839220672864 2.6080885436385861 3.1893227752298108 1.4681096337735642 7.6385305076837495 4.7171638943254974 2.014893226325511 2.2341237589716902 8.9781800713390094 2.9827801529318094 4.6197906248271456 9.8366615325212461 2.5364545360207655 1.984134092926978 5.1336673814803397 3.0765241924673346 3.646716671064496 5.0084382127970448 1.5852560829371203 1.733986479230224 1.7440849430859073 2.4253704994916916 3.4569652862846856 2.0543168112635568 42.107203444465995 2.3464191500097504 2.5590430479496717 1.2097983099520204
leaf_count=55 20 74 106 39 45 21 124 94 41 22 269 64 27 153 36 19 42 28 82 145 24 71 45 18 30 36 2123 24 20 13
internal_value=0 -0.00125667 0.0014166 -0.00195603 -0.000227686 -1.61237e-05 -0.000213892 -0.000699913 -0.000163828 -0.000485125 0.00180126 0.000668473 -0.00208809 0.00124565 -0.000843615 -0.000324579 0.000115309 0.000702798 -0.0022497 -0.00135675 -0.000709004 -7.39711e-06 0.000661859 0.00139861 0.000238352 -0.000359156 -0.00260723 -0.000903247 0.000645778 -0.00054232
internal_weight=0 125.282 21.0232 74.5873 50.6947 47.5054 45.2536 33.9489 26.3103 24.2954 19.4369 10.4588 71.9792 11.3048 22.0613 17.3441 15.36 12.8236 67.3594 19.2591 14.2507 10.9457 9.21168 7.62642 5.20105 7.68988 48.1003 5.99314 5.63557 7.47598
internal_count=3910 3438 472 2702 736 691 636 462 338 297 452 183 2663 174 275 181 162 126 2636 407 262 188 117 93 75 84 2229 106 48 119
is_linear=0
shrinkage=0.0034143


Tree=131
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 4 48 40 3 3 50 0 3 14 484 47 1 47 4 4 12 52 15 43 12 375 456 123 2 13
split_gain=19.5668 6.85938 6.23353 4.08263 3.9049 3.80715 4.53299 3.75907 3.51465 3.60985 3.18616 2.8363 2.22308 2.03284 2.23764 1.87696 1.86277 2.13483 3.35244 3.40439 1.90071 2.22015 1.89895 1.50634 3.01019 1.34458 1.37793 1.34453 2.07655 1.31808
threshold=0.099115000000000023 -0.071274999999999991 0.080120000000000011 0.16699000000000003 0.15608500000000003 0.28937500000000005 0.11930500000000001 0.34489500000000001 0.097615000000000021 -0.115685 0.11384500000000002 -0.10462499999999998 -0.15121499999999996 0.073890000000000011 -1.0000000180025095e-35 0.099120000000000028 0.085990000000000011 0.09252500000000001 0.0057500000000000008 -0.0010999999999999996 -1.0000000180025095e-35 -0.087094999999999992 -1.0000000180025095e-35 -0.17307499999999998 0.10129000000000001 0.087245000000000017 0.088865000000000013 1.0000000180025095e-35 0.080080000000000012 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=2 7 12 4 5 11 10 25 9 13 -7 15 -1 14 -4 -3 22 18 19 20 -18 -22 -14 24 -11 26 -2 28 -24 -16
right_child=1 3 8 -5 -6 6 -8 -9 -10 23 -12 -13 16 -15 29 -17 17 -19 -20 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013264772332779668 0.0030232169456499299 0.00080374590270314013 -0.0031040925877368983 0.0022522407672950222 0.0033049438060101339 0.0018608795239423242 -0.0032489917871742148 -0.0033212490908104586 0.00043177222080004288 0.0020347881517827492 -0.0027049669341009247 -0.0018961015800422053 -0.0024932206880729627 -0.0029734511393764589 0.0011942109887295993 -0.0019127848803259767 0.002226051441275394 -0.0029544756120914737 0.0023956152979344183 -0.0029605064685100067 -0.0031412220660939996 0.0008147742357515771 0.0017177645748499542 -0.0024905617371609825 -0.0029728735674159059 -0.00050012441539788602 -0.0006451125959145667 0.0017312751603350059 -0.0023809031867825224 -0.0011338813777227407
leaf_weight=4.5984674952924243 12.060530912131064 7.1006094831973261 1.7597406990826119 5.4935127627104512 2.2376421317458144 10.503648433834313 2.0516149103641501 0.95132448524236757 4.7472954243421546 1.7967875935137265 1.3984040841460217 16.700143154710538 7.7942101433873194 2.6276523880660525 5.8065158724784833 2.8895295299589634 2.9594178348779669 1.9602316115051497 4.0987537838518611 3.4431591965258139 1.8247896991670129 3.0772276297211656 1.4079309292137621 58.156048651784658 2.1046363022178411 1.1004003249108798 0.88769025169313032 1.7295852340757845 3.4291116893291473 2.9671013820916414
leaf_count=36 283 56 33 96 32 161 24 8 25 29 13 307 134 70 42 29 29 24 31 40 32 25 13 2133 65 16 10 12 57 45
internal_value=0 0.000466423 -0.00149615 -5.41483e-05 -0.000349617 -0.000550818 0.000651994 0.00214528 -0.00193955 -0.00208922 0.00132443 -0.00117965 -0.000519985 -0.000737461 -0.000179671 1.80215e-05 -0.00078763 -0.000161425 0.000194019 -0.000604224 0.000427784 -0.000657856 -0.00154477 -0.00237589 -0.000666612 0.00251545 0.00277173 -0.000419013 -0.00118789 0.000406886
internal_weight=0 63.3751 116.289 48.3751 42.8816 40.6439 13.9537 14.9999 79.9658 75.2185 11.9021 26.6903 36.3229 13.161 10.5334 9.99014 31.7244 17.3636 15.4033 11.3046 7.86144 4.90202 14.3608 62.0575 3.90142 14.0486 12.9482 6.56663 4.83704 8.77362
internal_count=3910 1035 2875 718 622 590 198 317 2442 2417 174 392 433 190 120 85 397 181 157 126 86 57 216 2227 94 309 293 82 70 87
is_linear=0
shrinkage=0.0028416


Tree=132
num_leaves=31
num_cat=0
split_feature=1 484 403 160 1213 52 43 4 2 475 151 49 42 151 11 42 133 13 43 49 132 39 0 3 52 11 16 0 47 483
split_gain=10.2984 4.04049 4.54929 3.72575 3.85428 4.44724 3.35016 3.34255 3.05911 2.98201 2.82514 2.62833 3.15384 3.06211 2.71277 2.92731 2.907 3.40812 3.01184 2.92349 2.78872 2.9852 2.91971 2.50341 2.2159 2.392 2.39817 1.87933 1.78719 1.73566
threshold=0.10398500000000001 -0.0043499999999999988 -1.0000000180025095e-35 -0.23730999999999999 -1.0000000180025095e-35 -0.42035499999999998 0.16180500000000003 0.51224500000000017 0.14808000000000002 -0.086424999999999988 -0.086424999999999988 -0.085974999999999982 -0.09602999999999999 0.087190000000000017 0.08184000000000001 -0.089024999999999979 0.10599500000000002 -0.09547499999999999 -0.15648499999999999 -0.080034999999999981 0.080815000000000012 0.005105000000000001 -0.230625 0.14320000000000002 0.16064500000000001 0.088315000000000018 0.050115000000000007 -0.017269999999999997 0.084155000000000021 0.086150000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 11 8 24 -3 -11 13 -13 -7 15 -14 17 -17 -19 -20 21 22 -21 -12 25 26 28 -28 29 -2
right_child=7 2 3 4 5 6 -8 -9 -10 10 23 12 14 -15 -16 16 -18 18 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030766776929341631 0.0023686869858116871 0.0037783342108923283 -0.0030347564780536995 -0.0033586087505813687 -0.0030191173822112049 -0.0027753906971533788 -0.0027868118246054778 0.003123882841332777 0.0027723446784566124 0.0021285572775369037 -0.0033146647447005293 -0.0029219123673378837 0.0061482814907482851 0.0018456418180336845 -0.0028240578383008793 0.0034351463714379811 -0.0030664888842022232 0.0041082437695843512 0.0036381679209472337 0.0020503174996909079 0.0040368887579709072 0.0027328455303045939 -0.0014917098202385409 0.0046006255950944057 -0.002275303825895649 -0.0023271198593548012 -0.001714657384413381 0.002149489083935655 -5.1399693236946716e-05 -0.0015172627109982443
leaf_weight=12.46383454184979 10.214307172223934 0.74195384606719272 6.503144856542348 4.4280598349869242 5.3848703186959019 5.2453835140913716 3.9503753287717691 4.4725338239222756 4.2457913924008599 1.1282718116417552 16.323435188271109 2.4226780850440255 1.1276009464636434 2.0527559220790863 1.9493470881134261 5.4189421636983672 1.8041797298938025 2.3460636101663104 2.4237749688327375 2.877066353335981 1.5698511181399215 2.6969604697078458 14.2722707334906 0.42173117399215598 4.2718304507434359 3.4602460591122499 6.5891614817082882 1.6117000933736543 8.0301444549113494 1.3374181743711222
leaf_count=520 222 6 256 220 219 71 144 165 102 16 801 75 23 29 26 45 45 28 35 25 27 33 377 2 69 69 116 36 90 18
internal_value=0 -0.00137104 -0.00112119 -0.000728704 -0.000478636 -0.000249032 4.83632e-05 0.000494857 0.000199127 -0.00252273 -0.00278429 0.000290751 0.000622072 -0.00147563 0.000857393 0.00106518 0.000893624 0.00111969 0.000640526 0.000299271 -7.86087e-05 -0.000404146 -0.00089748 -0.00311532 -0.000108501 0.000187764 0.000500984 -0.000955244 0.00111085 0.00191879
internal_weight=0 97.5526 85.0887 66.4733 59.9702 55.5421 50.1573 44.2331 39.7606 18.6154 17.8734 46.2069 38.9087 7.29814 36.4861 34.5367 33.4091 31.6049 26.186 23.8399 21.4161 19.8463 17.1493 16.7452 35.5148 31.243 27.7827 8.20086 19.5819 11.5517
internal_count=3910 3023 2503 1678 1422 1202 983 887 722 825 819 839 739 100 664 638 615 570 525 497 462 435 402 803 620 551 482 152 330 240
is_linear=0
shrinkage=0.0032076


Tree=133
num_leaves=31
num_cat=0
split_feature=1 12 15 150 31 13 49 2 50 3 123 133 160 484 39 52 2 151 0 47 4 156 150 484 47 1 13 15 15 12
split_gain=30.764 9.70084 7.0205 6.04744 4.30687 3.63835 4.32047 3.39827 3.13158 2.9815 4.12959 3.34545 2.60567 2.58374 2.88007 2.44362 2.84383 2.33667 2.19774 3.02805 2.81031 2.07101 2.05349 2.03305 1.90106 1.83972 1.76 1.56928 1.71968 1.57927
threshold=0.10398500000000001 0.080120000000000011 -0.24219999999999997 0.075065000000000007 -1.0000000180025095e-35 -0.09547499999999999 -0.081629999999999994 0.14073000000000005 0.11901000000000002 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.084100000000000022 -1.0000000180025095e-35 0.005105000000000001 0.11588000000000002 0.099990000000000009 -0.0095999999999999992 -0.23029999999999998 0.077735000000000012 0.0057500000000000008 0.096585000000000018 0.12031500000000002 0.085815000000000016 0.13469 0.08844500000000001 0.076210000000000014 -0.07052499999999999 0.086870000000000017 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=1 4 8 7 -1 15 12 13 -2 -6 18 -12 26 -4 21 16 25 -5 19 20 -11 24 -19 -20 27 -3 -7 -15 29 -29
right_child=2 5 3 17 9 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 22 23 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024689401145282426 0.0017134766506595395 -0.0011202271766686399 -0.0021447695527592879 0.0017477592063464326 0.00088161745499192588 -0.0020695053122479568 -0.001716717032589896 0.0012242948493925855 -0.00081160285276067666 -0.00065166267883850072 -0.0017570233845192666 0.0010291222129483401 0.0012111979914305041 -0.00091029403074147769 0.00078756820989600606 -0.002225005712033809 0.0010657690095613882 0.0017533087359382713 -0.0016250570752858622 -0.0021662410866626035 0.0017714796276074398 -0.0022292612991594149 -0.00069765855967722523 -3.6849298802001139e-05 -0.0021843446017664695 0.001217729984053623 0.00069843564964745634 0.0019726525280234432 -0.00073042284226816677 -0.00018138855567394234
leaf_weight=1.8338464125990857 16.301371909677986 9.8850531857460755 3.4994327947497395 8.3661636002361757 4.960177816450595 2.5825508981943126 82.276247464120388 4.2188820056617251 2.0074632242321959 4.2089211624115688 1.9988772422075269 7.2817415036261064 2.9598286785185337 7.3398197628557744 5.8019091859459868 3.0243334006518117 3.8633934669196597 1.8987456150352944 17.774592034518726 2.2945807799696922 2.9714784510433674 2.8949009254574767 3.6074683144688606 3.5128008499741545 2.1268864385783663 1.3980644829571236 1.2361166402697561 2.7727315202355403 3.5125103034079075 2.2387324050068855
leaf_count=23 279 129 50 132 36 46 2209 50 16 36 29 70 26 69 61 55 25 28 222 30 20 56 27 38 23 19 10 28 34 34
internal_value=0 -0.00112101 0.000430765 4.93105e-05 -0.000396723 -0.00143738 -0.00159611 -0.000379405 0.00143662 -0.000513496 -0.000686311 0.000429037 -0.000132229 -0.000603535 -0.000401439 -0.000659447 -0.000346849 0.0011126 -0.0010228 -0.000258523 0.000351111 -0.000731739 0.000147525 -0.00136297 -0.000490771 -0.000830536 -0.00117351 -0.000263711 0.000293048 0.00101039
internal_weight=0 154.063 66.587 48.2782 46.837 107.226 89.0547 34.4058 18.3088 45.0032 40.043 9.28062 6.7785 30.1869 26.6875 18.1708 15.1465 13.8724 30.7624 9.47498 7.1804 20.8856 5.50621 21.2874 17.9907 11.2831 3.81867 15.8638 8.52397 5.01146
internal_count=3910 3023 887 592 504 2519 2291 405 295 481 445 99 82 355 305 228 173 187 346 86 56 244 55 260 188 148 56 165 96 62
is_linear=0
shrinkage=0.00190765


Tree=134
num_leaves=31
num_cat=0
split_feature=1 39 51 3 484 403 52 403 52 133 457 14 475 12 159 1374 9 49 42 49 151 3 1348 0 4 4 483 16 43 453
split_gain=9.55092 3.88961 3.45309 3.44426 3.38075 4.07289 4.11573 3.62916 3.42947 3.3786 2.74203 2.83491 2.70429 2.60317 3.11049 3.36866 2.73663 2.46243 3.20828 2.53875 2.45393 2.25383 2.05919 2.05605 2.06587 2.03291 1.81695 1.93867 1.96755 2.01161
threshold=0.10113500000000002 0.005105000000000001 -0.40274499999999996 0.31335500000000011 -0.0043499999999999988 -1.0000000180025095e-35 0.17829500000000004 0.090530000000000013 -0.42035499999999998 -0.10260499999999999 -0.066264999999999991 0.082295000000000021 -0.086424999999999988 0.10297500000000001 0.10276500000000001 -0.094679999999999986 0.084755000000000011 -0.085974999999999982 -0.09602999999999999 0.0068800000000000016 -0.086424999999999988 0.14320000000000002 0.090050000000000005 -1.0000000180025095e-35 0.25367000000000006 0.51224500000000017 0.005595000000000001 0.0054700000000000009 0.25671000000000005 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=4 3 -3 22 -1 12 7 8 -7 -10 -11 13 -6 14 15 -12 17 -17 -19 -20 -14 -22 25 24 -21 26 27 28 29 -2
right_child=1 2 -4 -5 5 6 -8 -9 9 10 11 -13 20 -15 -16 16 -18 18 19 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029661250195780367 0.00071567458036357428 -0.0036325602155936783 0.0024306728488691668 0.0028157412100357168 0.0035647611201307305 -0.002845794090834733 -0.0030504145770183866 -0.0027856416001790078 -0.0030081129813314825 -0.0024294279301821931 -0.0022648889449657901 -0.0034858120191821424 0.001842743672472487 -0.0021065597911853412 -0.0024950908748428095 -0.00063061640750908482 -0.002038142169581863 -0.0024809246294139899 0.0030617582467061684 -0.0023404713316674953 -0.0032532162870813771 0.0043622675209337349 0.0028983171613852173 0.0039833989600856724 0.0033618873245798439 0.0033164727142746698 -0.0032378050362587333 -0.0018044221110296316 -0.0035771369414319969 -0.0032113932464776195
leaf_weight=11.394355106167493 14.301256611943261 1.0240474082529534 11.279813282191752 3.5399755332618943 0.70994535461068409 4.3655996378511182 6.8726651556789866 5.9544794773682943 3.2601376520469776 3.2999992957338682 2.4749944340437677 1.6440159399062384 1.0931103508919502 2.9154900144785634 2.3546845074743024 3.4930440206080737 1.9475819971412409 1.3672965969890452 17.302976104430851 2.4705356825143103 15.141918092966076 0.39865165948867876 1.7116003818809975 1.1795526668429364 0.85468080826103676 1.2271277718245972 2.8420904856175175 8.5355781614780408 1.3816884364932764 1.4345020577311505
leaf_count=510 194 10 307 117 6 186 277 247 157 80 51 31 15 55 69 55 47 33 218 72 796 2 24 8 8 34 49 210 23 19
internal_value=0 0.000397178 0.00192603 -0.000140676 -0.00135611 -0.00112419 -0.000744025 -0.000455221 -0.000171627 9.03356e-05 0.000334892 0.000574921 -0.0024779 0.000758522 0.00100828 0.00127361 0.00157966 0.00184387 0.00221683 0.00251137 -0.00273581 -0.00305786 -0.000473617 0.000397301 -0.000874793 -0.000667795 -0.000839376 -0.000573655 4.00648e-05 0.000357676
internal_weight=0 47.2777 12.3039 34.9738 90.4957 79.1014 61.7577 54.8851 48.9306 44.565 41.3049 38.0049 17.3436 36.3608 33.4453 31.0907 28.6157 26.6681 23.175 21.8077 16.6337 15.5406 31.4338 4.50477 3.32522 29.7222 28.4951 25.653 17.1174 15.7358
internal_count=3910 987 317 670 2923 2413 1594 1317 1070 884 727 647 819 616 561 492 441 394 339 306 813 798 553 88 80 529 495 446 236 213
is_linear=0
shrinkage=0.00316148


Tree=135
num_leaves=31
num_cat=0
split_feature=1 12 12 52 40 47 50 4 15 48 14 160 158 2 157 3 16 376 1 43 13 475 0 13 4 2 48 457 151 16
split_gain=20.9049 6.85262 6.16823 4.44866 4.41235 3.84588 4.98455 3.3849 2.90985 3.06491 2.5525 2.48338 3.01953 2.8947 2.47641 2.47714 2.45785 2.40269 2.26245 2.73777 2.20318 2.19654 2.13901 1.93535 1.71575 1.68532 1.72451 1.68378 2.45662 1.59105
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 -0.42985499999999993 0.34489500000000001 0.096475000000000019 0.11551000000000002 -0.15796999999999997 0.024640000000000006 0.12862000000000004 0.077685000000000018 -0.079234999999999986 0.091000000000000011 0.11462500000000002 -0.078454999999999983 -0.15464999999999998 -0.50763499999999995 0.048695000000000009 0.14000500000000002 -0.074254999999999988 -0.073069999999999982 -0.08100499999999998 -0.13027499999999997 -0.092894999999999991 -0.51381999999999983 0.089910000000000004 0.084500000000000006 0.083995000000000014 -0.083919999999999981 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 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 10 -3 -2 6 8 24 9 11 14 13 -13 -5 21 -16 23 22 19 -7 -10 -1 25 -9 -4 26 -17 -18 -29 -21
right_child=1 3 7 5 -6 18 -8 16 20 -11 -12 12 -14 -15 15 17 27 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017845325943170341 0.0019437598892283565 -0.0022488146935118448 -0.0019225206581005671 -0.0013164187628644606 -0.0026035098076856774 0.00029919939082472132 -0.0024103863328110101 0.0015807254481804214 0.0017672341175715256 -0.0013886775722068616 -0.0024189741325724009 0.0021932729846628608 -0.0012768454453359708 0.0024328913497112022 0.00096914286392246675 -2.0167196217461463e-05 -0.0019079378944758206 0.00068204140601257175 0.00094258541047366625 -5.8899940859125438e-05 -0.00096060173229627706 -0.0010367757007337566 -0.0016853026701797032 -0.0017881531847715034 0.00017633170825759426 0.00042832937521597659 -0.0024885831103003521 -0.0019860151289472316 0.00090905892369821007 -0.0025021896746300581
leaf_weight=4.2473267633467913 14.369587186723946 3.89926629140973 2.4297813735902309 2.7072745859623053 1.0773936808109272 3.709163846448063 2.412871738895773 1.8587522953748705 1.8233998920768497 1.8968942463397969 2.9940045252442351 14.033017152920367 1.2856651470065106 1.5047553051263092 4.2136660218238822 2.6386717688292283 57.919581824913621 4.2824852950870982 2.8466196916997424 1.5922964550554741 5.859631545841693 1.8653474580496539 12.775551036000254 1.4073634538799513 7.4028302729129773 5.758949588984251 2.6789864301681519 3.0005530808120966 2.543711505830287 5.8543207608163357
leaf_count=38 309 126 28 29 8 45 38 16 21 14 51 230 12 27 30 27 2126 43 23 16 62 29 223 26 69 50 27 65 27 75
internal_value=0 0.000366644 -0.00116486 -2.71331e-05 0.0016266 0.000163153 0.000582965 -0.00152944 0.000831073 0.00124136 -0.000491532 0.0014968 0.00190203 2.30291e-05 -0.000341489 -0.000580542 -0.00170436 -0.000812635 -0.000781969 -0.00122202 -0.000313209 0.00092358 -0.00108099 0.000129082 -0.000342325 -0.000383996 -0.00126373 -0.00179872 -0.000657754 -0.00197975
internal_weight=0 64.8722 118.018 49.4252 15.447 45.5259 31.5235 76.5626 29.1106 21.4276 41.455 19.5307 15.3187 4.21203 38.461 32.3483 66.73 28.1346 14.0024 11.1558 7.68303 6.11267 23.8522 3.26612 9.83261 11.0766 5.31766 63.4638 5.54426 7.44662
internal_count=3910 1035 2875 718 317 592 433 2357 395 312 518 298 242 56 467 400 2260 370 159 136 83 67 327 42 97 104 54 2218 92 91
is_linear=0
shrinkage=0.00216722


Tree=136
num_leaves=31
num_cat=0
split_feature=4 12 151 1 1 13 52 0 3 50 3 47 457 15 1 48 16 15 475 16 3 11 13 2 160 48 16 0 12 0
split_gain=29.8288 18.3327 6.06152 5.1084 4.77646 5.10923 5.73992 4.38314 3.68349 3.2278 2.73912 2.59964 2.48723 2.22393 2.20239 2.21914 2.09558 1.97062 2.17397 1.97056 1.88272 2.10029 2.02654 2.29194 1.80555 1.67075 1.60158 1.5724 1.56198 1.56127
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.092550000000000007 -1.0000000180025095e-35 -0.0093349999999999978 -0.068039999999999975 0.097615000000000021 0.11901000000000002 -0.15121499999999996 0.11939500000000002 0.081330000000000013 0.14395500000000003 0.086145000000000013 0.086065000000000016 -0.17157499999999998 -0.008624999999999999 -0.071179999999999979 -0.40374499999999997 -0.100615 0.08184000000000001 0.16421000000000002 0.086650000000000019 -1.0000000180025095e-35 0.081315000000000012 -0.044329999999999987 -0.22851499999999997 0.087305000000000008 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 8 10 6 -6 25 12 11 -1 -4 16 29 15 -14 19 27 -19 28 21 22 23 -18 -20 -8 -26 -12 -3 -7
right_child=2 3 9 -5 5 13 7 -9 -10 -11 17 -13 14 -15 -16 -17 20 18 24 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00076494884370430737 -0.0019729198720414708 3.1300410833619418e-05 0.0018106376443288762 0.00084402011037335348 0.0020248816950085092 0.00043649499446824945 -0.0018961549248134239 0.0021692059730070942 0.00016630885608072451 -0.00081825278126507119 -0.00067147111736825236 -0.0010075993845966703 -0.0020772541543019793 -0.0021878294602488842 0.0013046106817674165 0.00031121916456834778 -0.0015682400450666057 0.0010710418542799155 -0.002111465656173768 -1.9237709466444644e-05 -0.0018650865729261986 -0.0020906234667345406 -0.0020618898871016689 0.00048118709465094496 0.0010517283396764647 0.00020966245563963106 -0.00095376548167234597 -0.0019318818176411621 -0.0021233756201357147 -0.00079314811516032336
leaf_weight=4.3732422217726734 2.0976059399545219 1.7053172029554842 23.290012910962112 3.7761443741619578 10.523812513798477 8.664742898195982 3.4705144539475441 2.2323638275265676 5.0615660138428202 2.161462288349866 6.8152470141649273 1.3077389448881138 3.4853080809116355 2.2425564564764491 1.9595351107418535 2.5469412468373775 3.1710148137062806 3.1708610393106929 2.7651906348764888 5.6588775385171157 69.812604580074549 6.1489597149193278 3.0701129622757426 5.9147918839007616 2.3429968170821658 2.4185892418026924 4.2189488969743216 8.3098614998161811 5.0178328342735767 7.1128177195787439
leaf_count=30 20 24 375 40 168 65 22 31 27 18 56 13 75 27 18 24 49 29 47 54 2073 129 78 55 20 22 40 125 86 70
internal_value=0 -0.000914373 0.00121098 -0.00138151 -0.000116136 0.000363085 0.00107686 -0.000151585 -0.00145552 0.00146056 -0.000665288 0.00166081 -0.00153118 -0.000375454 -0.000486848 -0.00106879 -0.00161423 -0.00089172 -0.000320225 -0.000864982 -0.00171951 -0.00116429 -0.000695713 -0.000234078 -0.000793201 -0.00103132 -0.000237687 -0.00136395 -0.00157685 -0.000117851
internal_weight=0 185.991 28.8568 117.329 68.6617 36.6654 18.6453 8.12147 113.553 26.7592 31.9963 24.5978 108.491 18.0201 7.99178 6.03225 100.5 27.6231 12.498 12.382 88.1175 18.3049 12.1559 9.08581 9.32714 5.8891 6.56195 15.1251 6.72315 15.7776
internal_count=3910 3484 426 2732 752 405 243 75 2692 406 347 388 2665 162 117 99 2548 317 136 164 2384 311 182 104 107 44 60 181 110 135
is_linear=0
shrinkage=0.00194499


Tree=137
num_leaves=31
num_cat=0
split_feature=1 12 3 4 3 3 48 52 150 47 48 14 484 51 39 455 150 51 484 43 3 13 3 16 457 41 2 160 15 15
split_gain=27.0233 9.78134 6.37684 5.66478 5.60074 6.67365 4.77996 3.96638 3.58645 3.57782 3.40855 3.1984 3.33076 2.38272 2.36074 2.35792 2.32418 2.23857 2.6478 2.46108 2.10717 1.93644 1.60252 1.42108 1.32233 1.25182 1.17648 1.17107 1.08684 1.94345
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 0.22584000000000001 -0.115685 -0.032959999999999996 0.11930500000000001 0.13709500000000002 0.082085000000000019 0.084155000000000021 0.11280000000000003 0.077685000000000018 -1.0000000180025095e-35 0.092720000000000011 0.11419500000000002 0.092155000000000001 -0.07009 -0.10145999999999998 0.085815000000000016 -0.077224999999999988 0.086245000000000016 0.15641500000000003 0.11818000000000002 0.0015250000000000001 0.08351500000000002 0.078535000000000008 -1.0000000180025095e-35 0.086110000000000006 -0.053579999999999996 -0.066534999999999997
decision_type=2 2 2 2 2 2 2 2 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 9 3 8 11 -6 7 22 14 15 -11 12 -1 17 16 -2 -3 -7 19 -19 -21 25 -5 -23 -10 -14 -18 -22 29 -28
right_child=1 2 -4 6 5 13 -8 -9 24 10 -12 -13 21 -15 -16 -17 26 18 -20 20 27 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0024490950365753396 0.0022110508329617144 0.0012537263053655013 0.0021031489445232652 0.0016972380781829946 -0.0019050781800238905 -0.002034645124590566 -0.0020558915148185977 -0.0015463342591878501 -0.00079083498719654545 -0.00073776123960490544 0.0024031772406584726 -0.0023144139202952285 0.001525792011110496 -0.0025048545367154875 0.0017679440142659923 -0.001081495244828565 0.00024120451198176315 0.0012315698583982037 0.0016539187712461432 -0.0017712899564064641 0.00036048379088463663 -0.0022012796274630325 -0.00016807776413527622 0.00049181130060329062 0.0013814751838629774 -0.00033874321003756754 -0.0016838236132121999 -0.0012303424566101171 -0.0022850092064645431 0.0014565595070285171
leaf_weight=2.0305318720638779 16.476017940789468 1.3260163478553391 5.2776551395654669 11.965462688356643 70.230857506394386 3.7658122237771812 3.1290112957358351 2.7135873436927787 2.24924337491393 5.4986232779920092 2.4055021926760674 2.9620005320757619 7.498139273375271 3.0724524222314349 1.0711469575762738 1.1254217065870751 1.350409191101799 3.3168920278549328 3.1989916227757922 6.9494952503591731 6.4728555195033532 1.7690188195556396 2.7419508695602408 2.0473139733076096 3.4222313463687897 2.2726390659809113 6.7444537486881018 3.4283538907766342 12.436966616660339 1.1118154339492434
leaf_count=34 311 12 80 145 2157 77 31 24 27 42 35 72 55 38 13 13 13 28 24 106 39 28 29 16 23 24 119 25 254 16
internal_value=0 0.000319939 -0.000198177 -0.000439821 -0.0013277 -0.00153304 0.000448582 0.000898414 -0.00105427 0.00144817 0.000218136 -0.000217696 0.000179962 -0.00066799 -0.00142565 0.00200053 -0.00157457 -0.000459985 -0.000206209 -0.000501263 -0.000842354 0.000572863 0.00134948 -0.000756541 0.000519961 0.00109211 -0.00174785 -0.000190349 -0.00188021 -0.0012394
internal_weight=0 81.0455 55.54 50.2623 119.015 100.436 20.55 17.421 29.7123 25.5056 7.90413 18.5796 15.6176 30.2049 24.0408 17.6014 22.9697 27.1324 23.3666 20.1676 16.8507 13.5871 14.7074 3.81633 5.67147 9.77078 21.6436 9.90121 20.2932 7.85627
internal_count=3910 1187 786 706 2723 2494 229 198 477 401 77 229 157 337 427 324 414 299 222 198 170 123 174 44 50 79 402 64 389 135
is_linear=0
shrinkage=0.00220078


Tree=138
num_leaves=31
num_cat=0
split_feature=4 12 151 3 9 50 49 151 15 15 16 159 160 13 52 47 3 52 41 42 43 47 48 4 1 13 1 16 43 2
split_gain=18.4417 12.7058 5.12705 3.99672 3.68 3.38268 3.24783 3.16635 2.92365 3.47047 3.89944 2.80621 2.78901 2.67874 2.57062 2.26067 2.18904 2.00295 2.41544 2.27589 2.31649 1.9135 1.77751 2.73461 1.72441 1.56167 1.9372 1.88614 1.5567 1.5171
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.016839999999999997 0.11901000000000002 -0.22390499999999999 -0.086769999999999986 0.079360000000000014 -0.095799999999999982 0.081265000000000018 0.073745000000000019 -1.0000000180025095e-35 0.091035000000000019 1.0000000180025095e-35 0.096475000000000019 -0.097604999999999983 -0.15154999999999999 0.078535000000000008 -1.0000000180025095e-35 0.083940000000000015 0.11291500000000002 0.091555000000000011 -0.0025899999999999994 0.088385000000000005 -0.094679999999999986 0.08844500000000001 -0.50763499999999995 -0.17307499999999998 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 15 -3 24 9 21 11 12 -11 -12 22 -4 17 -8 19 -19 -21 29 23 -14 -6 26 27 -18 -27 -9
right_child=2 3 5 -5 7 -7 16 8 -10 10 13 -13 14 -15 -16 -17 25 18 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0027663989841003535 -0.0027947992998884285 0.00062653554776029654 0.0026163556184125554 0.00056059318714868367 -0.00092699721888082377 -0.0015956318747282067 -0.0028579613494897679 -0.0031477025132656158 -0.00257955900015211 -0.0018731613456743714 -0.0025374378552235131 0.0024578801572104044 0.001151103273826927 0.00042792238062529909 0.0023702855601132312 0.00029867619821068511 0.001006252718154306 -0.0021387100642809758 -0.0029796853210066372 0.0011925748921469783 -0.0018896584281975521 0.0012303439068559066 0.0017413496358835118 -0.0022122309197280827 0.0022708605597703303 -0.00012996652833492512 0.0013188921913356562 -0.0028692010088927833 -0.0024702582250201686 -0.0010081911594731884
leaf_weight=3.0598011352121821 1.8929757513105894 3.6431993879377833 16.003555037081249 5.2397512048482886 1.6355925686657418 1.9068273752927769 4.222640763968232 4.6877614762634021 4.5362296756356946 3.712829843163493 5.5579078383743745 5.2501651998609296 3.1155839785933459 3.7048717178404331 4.8046362809836856 3.8004525844007722 1.2209449447691434 3.4593252409249535 2.9292256943881503 7.1087557692080718 2.3734726421535015 1.5049234852194775 2.9365263227373362 4.0668026097118908 4.9686912316828966 2.1579785272479048 1.8873190358281133 3.6743223760277028 53.369968751445413 4.9962056446820498
leaf_count=57 20 46 348 33 17 18 123 57 71 42 96 71 36 28 41 40 11 118 58 72 21 19 28 50 64 41 26 106 2077 75
internal_value=0 -0.00110003 0.00146896 -0.00172998 -0.000117656 0.00184072 -0.00186947 -0.00027672 -0.000513951 -0.000302619 0.000136462 0.000713418 0.000221975 -0.00135137 0.000743223 0.00217159 -0.00197982 -0.00120448 -0.000764549 -0.00026317 0.000421069 -0.00160349 -2.9334e-05 -0.00075328 0.00147889 -0.00222984 -0.0010062 -0.00190261 -0.00237931 -0.00204387
internal_weight=0 149.825 23.6038 91.2869 58.5385 21.7108 86.0472 55.4787 48.8744 44.3382 33.1493 23.8865 18.6364 9.26278 14.9235 19.804 82.404 20.0934 15.8708 12.9416 9.48223 11.1889 10.1189 7.18239 6.60428 62.3105 6.78259 4.89527 55.5279 9.68397
internal_count=3910 3484 426 2732 752 406 2699 695 614 543 392 268 197 124 155 388 2653 392 269 211 93 151 114 86 81 2261 143 117 2118 132
is_linear=0
shrinkage=0.00270137


Tree=139
num_leaves=31
num_cat=0
split_feature=4 12 151 1 9 151 13 3 11 52 50 15 15 4 0 159 0 47 0 0 160 0 16 12 47 457 16 49 2 42
split_gain=10.7485 7.74279 3.5565 3.01631 2.63905 2.50986 2.4554 2.55283 2.38379 2.3853 2.3146 2.20929 2.63621 2.41071 2.21462 2.04629 2.01029 1.99295 1.79312 1.72032 1.74255 1.65626 1.63284 1.62069 1.52136 1.48402 1.45178 1.43009 1.42927 1.41908
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 -0.016839999999999997 -0.086769999999999986 -0.094679999999999986 -0.097604999999999983 1.0000000180025095e-35 0.11588000000000002 0.11901000000000002 0.079360000000000014 -0.095799999999999982 -0.48072499999999996 -0.017269999999999997 0.073745000000000019 -0.084304999999999977 0.096475000000000019 -0.10071499999999999 -0.10462499999999998 -1.0000000180025095e-35 -0.051824999999999989 -0.53943499999999989 0.087020000000000014 0.11291500000000002 0.081330000000000013 0.31524000000000002 -0.073619999999999977 0.092340000000000019 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 4 -2 6 -1 28 8 25 9 16 17 12 24 26 15 19 18 -4 23 20 -15 -5 -19 -3 -7 29 -14 -22 -6 -8
right_child=2 3 10 21 5 11 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 22 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029700454048731135 -0.0029306695853264712 0.0022826647812274991 0.0027712422656411277 0.0040705054748266896 9.2593647862918002e-05 -0.0022062930859197897 -0.0020313690898184815 -0.002475648506164461 -0.0032252855989677747 -0.0034600354609923044 -0.001608117649372535 -0.0027870086920921654 -0.0032555345600927756 -0.0018967372726440407 0.0023389953472530423 0.0020519771878879912 0.0022829842910588689 0.002444956782614052 -0.0032160118595729861 -0.0015563457415762728 -0.00070958019120244506 -0.00068675157579526952 -0.0017653775743343969 -0.0012192004638463935 0.0013291603119972716 0.0012653020134123891 0.00090155686262901756 0.0020739564682023073 0.0031114294888039801 0.00035239301295086271
leaf_weight=2.3833046853542319 1.578929435461762 2.2452140618115637 11.942327400669457 1.2187426723539831 2.921188397333025 8.1971496269106847 8.8396239690482599 41.475951451808214 2.7783374534919849 1.6714972192421544 1.6312808878719796 3.7026212476193896 2.8069366030395027 2.3135512098670006 4.6674255169928136 3.753385627642273 3.5538721289485693 1.548192795366049 1.7081898842006928 7.1042287684977046 2.5897746924310923 1.497069714590906 1.8631703909486521 2.6395065113902092 1.2936642840504635 2.2582629024982444 1.0633330196142194 4.900634974241262 2.8388089258223772 3.0953510701656333
leaf_count=57 20 28 348 14 34 132 254 2113 70 47 18 71 59 24 50 66 25 17 54 108 29 26 23 25 19 35 18 38 47 41
internal_value=0 -0.00105374 0.00141891 -0.00168499 -0.000142128 -0.000296164 -0.00180608 -0.0020961 -0.000699992 -0.000106325 0.00182325 -0.00055114 -0.000337169 0.000113727 0.000454031 2.82204e-05 0.000446137 0.00218782 -0.000544005 -0.000421026 0.000401659 0.00144811 0.000145416 0.000390398 -0.00172439 -0.000986975 -0.0021134 0.00111156 0.00158042 -0.00141314
internal_weight=0 123.518 18.5639 72.9816 50.536 48.1527 70.2658 55.6692 14.5966 11.8183 16.985 42.3927 38.6901 29.1993 25.329 20.6616 10.1468 15.3537 6.59291 16.9082 9.80396 2.71581 3.41136 4.88472 9.49081 14.1932 3.87027 7.49041 5.76 11.935
internal_count=3910 3484 426 2732 752 695 2692 2443 249 179 406 614 543 392 315 265 132 388 107 199 91 40 40 53 151 330 77 67 81 295
is_linear=0
shrinkage=0.00302984


Tree=140
num_leaves=31
num_cat=0
split_feature=1 12 484 403 3 52 1213 15 48 4 0 4 9 51 40 48 475 4 47 50 133 403 2 4 49 3 42 151 457 4
split_gain=9.44964 4.30441 3.63053 4.08721 3.28747 3.09561 3.1085 3.26798 3.48703 3.59102 3.10792 3.01686 2.94637 2.88309 3.06171 2.67581 2.58186 2.46184 3.41681 3.528 2.27696 2.3741 1.9584 1.71856 2.0048 1.71181 1.66932 2.12299 2.19401 1.93063
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 0.16699000000000003 0.17829500000000004 -1.0000000180025095e-35 -0.0063699999999999989 0.08407000000000002 0.27020000000000005 -0.082709999999999992 -0.49269499999999994 0.083710000000000021 -0.40274499999999996 0.34489500000000001 0.085760000000000017 -0.086424999999999988 -0.034289999999999994 0.11603500000000001 0.11515000000000002 -0.09590499999999999 0.10471000000000001 0.10796500000000002 0.0021050000000000005 -0.047309999999999998 0.076695000000000013 -0.14127499999999996 -0.40391999999999995 -0.070739999999999983 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 16 17 6 -5 8 9 -8 15 -9 20 -2 -15 -10 -4 -3 19 26 21 -13 -22 -17 -25 -18 -19 -28 -29 -30
right_child=1 4 3 5 -6 -7 7 11 10 -11 -12 12 -14 14 -16 23 25 18 -20 -21 22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0031418001305375826 -0.0035658717244669014 -0.0019975114520120346 0.0033723853922624303 -0.0032049419563418401 0.00267110012766608 -0.002887888469486029 -0.0031686316306903861 -0.0020077518286693088 0.0022231836070447423 0.0025537755549829241 0.0031631380261496998 -0.0031797313425233915 -0.0032788884805745764 0.0022779193955343342 -0.0036102566281581813 -0.0034377468366381379 -0.0029914537189076281 -0.0027062899059314329 -0.0024389851313513233 -0.0033659484885900622 0.0022960486994690805 0.0057921205402324946 -0.00056037641101133902 0.001823825375026792 -0.0028732221074103956 0.0034795304620496331 -0.0035941549139176135 -0.0017775341877825301 0.0004614567346812123 0.0026451027739707936
leaf_weight=10.106393586844204 0.98137814551592129 8.7620417140424234 0.68241244927048583 3.739638226106762 3.3222602829337111 5.7951152333989731 8.7474129162728769 3.7198939044028547 2.1424390505999309 1.2080802675336588 2.4365097684785715 1.7166800638660853 1.4104616083204735 14.590012155473229 0.90797635167837221 3.163851703517139 14.561668435111638 1.2147728186100781 4.9442598335444918 2.1497315540909758 13.091530289500954 0.34243467543274153 2.8245917204767457 1.958659749478102 1.5965355448424814 0.40675423666834909 0.90425423160195961 2.0017788726836576 7.0303704785182957 8.8557893186807615
leaf_count=485 10 270 6 210 80 250 387 52 18 19 36 93 40 383 8 76 777 10 85 49 175 14 32 20 30 3 9 21 101 161
internal_value=0 0.000271397 -0.00139939 -0.00114618 -0.000289654 -0.000739734 -0.000480917 -0.000251271 -0.00113175 -0.00247423 5.12111e-05 0.000558628 0.00105109 0.00160548 0.00193295 -0.000804429 -0.0025458 -0.000563931 -0.000100438 0.000421408 0.00139085 -0.0016877 0.00178913 -0.00176981 -0.000285483 -0.00281561 0.000828356 0.00105684 0.00129196 0.00167874
internal_weight=0 55.6646 79.6511 69.5447 39.1853 53.8938 48.0987 44.3591 21.2535 9.95549 11.298 23.1056 19.3857 16.4794 15.498 8.86149 15.6508 35.863 27.101 22.1567 17.9752 2.05911 15.9161 6.71905 3.5552 14.9684 20.007 18.7922 17.8879 15.8862
internal_count=3910 1187 2723 2238 786 1452 1202 992 586 406 180 406 354 401 391 144 786 706 436 351 314 107 207 126 50 780 302 292 283 262
is_linear=0
shrinkage=0.00311119


Tree=141
num_leaves=31
num_cat=0
split_feature=1 39 0 3 150 457 51 48 43 132 16 43 124 122 1374 4 150 12 16 1212 1 3 4 9 42 133 47 47 12 12
split_gain=8.48299 5.27857 4.31973 4.27826 3.70729 2.77557 2.63453 2.47339 2.08907 1.99543 2.3485 1.83882 1.81155 2.14969 1.79184 1.76977 3.04923 1.7661 2.23712 1.74493 1.72366 1.49529 1.48796 1.41365 1.39466 2.35289 1.28661 1.18806 1.0787 5.54961
threshold=0.085835000000000009 0.005105000000000001 -0.070894999999999986 0.31335500000000011 0.081245000000000026 -0.0015249999999999997 -0.40274499999999996 0.088875000000000023 -0.085894999999999985 0.079995000000000011 0.099280000000000021 0.079060000000000005 -0.087894999999999987 0.089350000000000013 -0.094679999999999986 0.22584000000000001 -0.081029999999999977 0.087495000000000003 -0.43346499999999993 -0.46815499999999993 0.11561500000000001 0.11476000000000001 -0.17479499999999998 -1.0000000180025095e-35 -0.09547499999999999 1.0000000180025095e-35 0.10843500000000002 0.13135500000000003 0.086935000000000012 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 3 21 4 9 -6 -3 8 24 15 -11 -10 -8 -14 -7 16 -2 -16 -19 -18 26 22 -1 -21 -4 -26 -17 -25 29 -24
right_child=1 6 7 -5 5 14 12 -9 11 10 -12 -13 13 -15 17 20 19 18 -20 23 -22 -23 28 27 25 -27 -28 -29 -30 -31
leaf_value=0.002167252331877873 0.0018325213925992801 -0.0036491814528070154 -0.0022903035217674787 0.0029396018246365349 -0.0023818520719583059 -0.00095349544922639681 -0.00011661951615408035 0.0023063065920079996 -0.0031892520908480119 0.002633884882795594 -0.0033225135933043666 -0.0004137647462992043 0.0031158716400405675 -0.0015425809727079027 0.0033454787755505225 -0.00033511665148303754 0.0043960758122114467 0.0031402398217392374 -0.0025418463038423406 0.002442367784392609 0.0013350092970330241 0.00033377316975543214 -0.0022806379843419143 -0.0026714028224043744 0.0038889423691551976 -0.00074232901396123463 -0.0033613674285711717 0.00025213655728628941 -0.0031352186406192911 0.0084761248316966367
leaf_weight=0.72478710114955802 2.1323904599994448 0.89928795024752517 1.3086881842464206 3.6792853605002156 2.2834034077823153 2.3360508717596522 3.1641877796500912 3.0267927022650829 4.8904883544892073 2.7189519796520467 0.92311106622219075 5.0526338769122958 10.191505555994807 1.1473888084292401 5.3510941760614497 4.5456253271549922 0.40970501769334688 1.401018410921097 1.48703056294471 0.62971240282059682 4.1611437499523163 2.1944871097803107 19.253262107260529 20.165756362490349 2.202122596092523 2.3724427307024598 2.1564506329596043 1.5590030066668976 15.667441256344317 0.51262184325605531
leaf_count=7 26 10 38 122 33 21 55 49 201 60 17 67 295 12 81 52 15 21 35 6 64 14 806 735 20 37 26 24 942 19
internal_value=0 3.71807e-05 -0.00163067 -0.000423353 -0.000660115 0.000844226 0.00170979 -0.00036606 -0.00087715 -0.00115105 0.00112419 -0.00177888 0.00204208 0.00264448 0.0015408 -0.00138278 -0.00185692 0.00224801 0.000214585 -0.00220253 -0.000296116 -0.00225232 -0.00240927 -0.00232346 0.000646836 0.00148709 -0.00130884 -0.00246161 -0.00250288 -0.00200166
internal_weight=0 71.3421 57.2058 55.9397 52.2604 12.8586 15.4024 18.8532 15.8264 39.4019 3.64206 9.94312 14.5031 11.3389 10.5752 35.7598 24.8966 8.23914 2.88805 22.7642 10.8632 38.3526 36.1581 22.3545 5.88325 4.57457 6.70208 21.7248 35.4333 19.7659
internal_count=3910 1710 2200 1338 1216 191 372 412 363 1025 77 268 362 307 158 948 806 137 56 780 142 1788 1774 765 95 57 78 759 1767 825
is_linear=0
shrinkage=0.00322658


Tree=142
num_leaves=31
num_cat=0
split_feature=1 4 0 11 2 3 0 151 48 11 42 42 123 43 16 31 402 1212 1 16 156 1456 0 159 159 13 47 14 4 48
split_gain=7.43273 4.39342 4.36392 3.39175 3.552 4.62663 4.3343 2.83512 2.49122 2.13566 2.11265 2.55102 2.77427 2.1289 2.10369 2.01869 2.47192 2.02631 1.96501 1.7102 2.57207 1.64926 1.61353 1.53636 1.4082 1.38321 1.37406 1.45269 1.33877 1.31724
threshold=0.077800000000000022 0.27223000000000003 -0.070894999999999986 0.08184000000000001 1.0000000180025095e-35 -0.013944999999999997 -0.017269999999999997 -0.27336999999999995 -0.09386499999999999 1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 0.091310000000000016 -0.24333999999999997 0.10994000000000002 -1.0000000180025095e-35 -0.47918499999999992 -0.47181499999999993 0.13084000000000004 -0.011964999999999998 0.080810000000000007 0.091180000000000011 -0.18087499999999998 0.092630000000000018 -1.0000000180025095e-35 -0.26418499999999995 0.096475000000000019 -0.46879999999999994 -0.03614499999999999 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=2 3 25 4 6 9 15 -3 -7 -6 11 12 -4 -12 19 -2 -17 -18 -19 20 22 26 29 -13 -24 -1 27 -9 -21 -10
right_child=1 7 10 -5 5 8 -8 21 14 -11 13 23 -14 -15 -16 16 17 18 -20 28 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067199338633643253 0.0033172013044537171 -0.003535574389471597 -0.0040937889485218992 -0.0035844733288248349 0.0043838292275756663 -0.0046220180025823981 0.0036662264951904536 0.00022135513458011423 0.0018522216930597648 -4.8086361889598949e-05 0.0019822888693711155 0.0023850999415501043 0.0043482212801462519 -0.0042819635809907535 -0.0027400959480165851 0.0089636775799228734 0.0067740311372070164 -0.0029700454064713866 0.0004508489234206564 -0.00044508221482179102 -0.0046832001514388244 -0.0027556209008764688 -0.0016281927616261381 -0.0013710491109645516 0.0031171924986668977 -0.0030166781582298186 0.00040710840183819178 0.0038712951205969633 0.0041626036982571326 -0.0016290629045098706
leaf_weight=1.545594079419973 1.0192879876121939 1.3620804697275186 2.7385225538164391 4.8157348250970236 5.5403026752173927 1.7468921262770951 2.2296637166291502 1.9294511498883338 2.2131297402083954 2.1890786485746503 1.0423438139259813 6.6617992557585239 0.70674589276313771 3.1456825174391261 3.2294321451336137 0.28420765325427666 0.34755146130920778 16.884319951757774 2.8292123861610881 1.3290300499647854 1.5384222576394666 0.91184981167316514 1.1472922861576149 2.0566241927444935 4.228695113211864 28.872668446041644 3.3638831712305555 8.5328724756836856 2.8862232510000387 5.3850100710988045
leaf_count=11 25 20 111 148 86 26 52 45 18 46 16 74 4 146 84 8 12 671 32 21 26 13 14 17 88 1646 43 311 44 52
internal_value=0 -5.34214e-05 -0.00197847 -0.000527349 -0.000259806 0.000576379 -0.00137382 0.00170815 -0.000255856 0.00312864 -0.000395799 0.000405426 -0.00236204 -0.00272287 9.15103e-05 -0.00189981 -0.00216118 -0.00231878 -0.00247909 0.000579794 -3.88911e-05 0.00219277 0.000511813 0.00149905 0.00210448 -0.00282925 0.00251912 0.00319818 0.00270984 -0.00061506
internal_weight=0 75.9436 46.77 59.8435 55.0278 31.4335 23.5942 16.1001 23.7041 7.72938 16.3517 12.1637 3.44527 4.18803 21.9572 21.3646 20.3453 20.0611 19.7135 18.7278 14.5125 14.7381 12.9741 8.71842 5.37599 30.4183 13.8262 10.4623 4.21525 7.59814
internal_count=3910 1885 2025 1453 1305 505 800 432 373 132 368 206 115 162 347 748 723 715 703 263 198 412 172 91 102 1657 399 356 65 70
is_linear=0
shrinkage=0.00379883


Tree=143
num_leaves=31
num_cat=0
split_feature=1 0 4 11 484 128 151 151 150 160 133 43 131 13 150 131 52 42 43 42 123 15 43 0 2 51 47 49 43 50
split_gain=6.4491 3.90128 3.79114 2.99955 3.08725 3.36759 2.45837 2.45359 2.30857 2.22878 4.27493 3.1864 3.75819 2.96937 2.54956 2.12662 2.08672 2.05851 2.49152 2.36929 2.34012 2.03014 1.99725 1.88462 1.72826 1.63275 1.67219 1.81106 1.5867 1.42546
threshold=0.077800000000000022 -0.070894999999999986 0.27223000000000003 0.08184000000000001 -0.0043499999999999988 0.086435000000000012 -0.085184999999999983 -0.27336999999999995 0.097030000000000019 -0.083654999999999993 -0.0067399999999999986 -0.074254999999999988 0.097135000000000013 -0.094679999999999986 -1.0000000180025095e-35 0.088865000000000013 0.11401500000000002 0.091955000000000023 -0.24333999999999997 -1.0000000180025095e-35 0.091310000000000016 0.083185000000000023 -0.24333999999999997 -0.15291499999999997 0.091985000000000011 0.094915000000000013 0.09252500000000001 -0.069934999999999983 0.10955000000000002 0.14390500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -4 -2 10 -8 12 15 23 -12 22 17 19 -19 20 -3 25 -11 -13 -21 26 27 -15 -25 -9
right_child=2 16 7 -5 5 -7 9 29 -10 11 14 13 -14 21 -16 -17 -18 18 -20 24 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020538978065729021 -0.0026369715031936856 -0.0030803437043247588 -0.0025616428956519405 -0.0026206195382633057 0.0020521651208799201 -0.0025358481339824656 0.0040462622956062497 0.0018052736924758317 0.0020747308785822099 -0.00043267505802769711 0.002472373235121113 -0.001997440379031129 0.0071251377186772255 -0.002402251793143123 -0.0030720829063563249 -0.0014847629557668311 -0.0028019081392375951 0.0024425092071468897 -0.003237168355795112 -0.00047378092397983658 0.0030324058304461725 -0.0027950387574722044 0.0031135350434100583 0.0031817558090466449 0.0025197285755423318 0.0023051587445303921 -0.0030703285750447239 0.00069232311054310256 -0.00087752715004720081 -0.0020590769406066555
leaf_weight=28.468896981328726 5.9320896631106725 1.996976376511155 1.2768645845353592 4.4759082486852995 5.7313856063410631 3.6822882648557416 0.99914540909230698 13.11988932266831 0.99039630405604828 1.8940241513773788 0.77950673177838314 1.0135533753782509 0.96882835589349259 2.1266216076910487 5.1416024230420581 1.8843277450650928 2.2934343051165333 0.84373066201806102 2.4925423078238955 2.2566777393221855 0.68696052581071843 3.5261999825015655 4.106612739153209 3.6308584650978473 5.2034727847203612 1.6587029378861178 2.0272164223715663 5.6287670107558361 1.0029881736263631 0.8282419331371792
leaf_count=1657 188 85 20 148 112 123 12 402 12 27 7 12 15 26 159 68 69 6 123 23 4 194 98 81 58 19 41 91 20 10
internal_value=0 -0.00142243 -3.80919e-05 -0.0003753 -0.000184692 8.40574e-05 0.000313097 0.00122882 -0.00196287 3.91884e-05 -0.0014198 0.000381809 0.00181525 -0.000233832 -0.00234216 0.00116282 -0.000282748 0.00014584 -0.0018008 0.000786068 -0.00151577 -0.000899834 0.00199422 0.0015313 0.0016142 -0.000315733 -0.000760122 -0.000156247 0.00230313 0.00157581
internal_weight=0 44.2427 72.426 57.201 52.7251 45.8026 42.1203 15.225 6.92249 36.389 6.92025 29.4687 8.85379 20.6149 5.92111 7.88496 15.7738 13.4804 3.33627 10.1441 2.68394 14.9675 6.00064 5.6474 7.46015 11.4413 9.78261 7.75539 4.63385 13.9481
internal_count=3910 2025 1885 1453 1305 1105 982 432 200 870 178 692 208 484 166 193 368 299 129 170 89 371 125 113 81 177 158 117 101 412
is_linear=0
shrinkage=0.00285683


Tree=144
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 40 16 160 2 52 42 0 457 48 151 1 0 1 43 14 3 376 0 16 1 457 158 15 128
split_gain=16.3317 5.97557 5.22135 3.55305 3.31194 4.48862 3.21183 2.82782 2.79758 2.91272 2.52531 2.4819 2.35034 3.00608 2.32281 2.29622 2.50444 2.13016 2.01614 2.63788 1.99092 2.0683 2.67635 2.34837 2.49067 1.78573 1.90458 1.71202 1.65012 1.64024
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 -0.42985499999999993 0.096475000000000019 0.11551000000000002 0.34489500000000001 -0.27337499999999998 -0.079234999999999986 0.11462500000000002 0.048695000000000009 -0.13165499999999997 -0.060094999999999989 0.083995000000000014 0.12862000000000004 -0.083919999999999981 0.083930000000000018 -0.11756999999999999 0.14000500000000002 -0.073139999999999983 0.077685000000000018 -0.14818499999999998 0.048695000000000009 -0.10071499999999999 -0.008734999999999998 0.085110000000000005 -0.0015249999999999997 0.088450000000000015 1.0000000180025095e-35 0.088595000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 20 -3 5 8 29 10 9 -5 17 -10 13 -9 27 16 -15 -4 19 -6 21 -1 23 24 25 -23 -27 28 -13 -2
right_child=1 3 7 4 18 -7 -8 12 11 -11 -12 14 -14 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012463863070900584 0.0021881107396127283 -0.0023288021282485065 -0.0013691937466848655 -0.0021502267266474426 0.00032778629218873821 -0.0024904954092869491 -0.0025724910894545398 -0.0020062434520308446 -0.0014375572214795301 0.0014429420632394677 -0.0023793032277815303 0.0025127032189485188 -0.0007073312981427768 -0.0024612963583129565 -0.00035953028622941218 0.0018189837614783942 0.0020245737201229886 0.001492252237264881 0.00094930225415240578 -0.0020964812271476981 -0.0025016265647998829 -0.0018934686999250625 0.0010590141409557007 -0.0016898675177418508 0.0020054574221292617 -0.0018262440741967985 0.00055103267056255526 -0.00089801955073973627 0.00081345101620463754 -0.0012215548662743449
leaf_weight=3.9664208088070145 11.639194253832096 3.1883989963680497 1.9842060226947067 2.8138026148080852 3.4712191130965939 2.2016273457556954 0.83992325514555055 48.081229116767645 1.6185212433338225 1.9288788419216869 2.0253150928765535 10.22871680185199 11.481062691658733 2.4735353346914057 2.9468971975147715 1.8420318122953165 0.84766747057437886 3.9404967352747908 2.6375786997377864 6.6168331392109385 2.1791873741894952 3.8805058635771266 4.7395165245980015 9.1659555193036812 2.1428972035646465 2.3051462769508344 6.6157845333218575 1.0894288513809431 4.0453564431518307 0.76256101205945093
leaf_count=34 293 114 34 37 44 37 8 2050 14 33 57 204 177 69 32 22 7 48 23 86 36 70 56 170 18 20 55 13 41 8
internal_value=0 0.000367628 -0.00113171 -4.15509e-05 0.000142613 0.000590837 0.00168979 -0.00147588 0.000865806 -0.000688862 -0.000208224 0.00123579 -0.00163158 -0.00183088 0.00147209 -0.000197805 -0.00131637 0.000533943 -0.00080392 -0.00126231 -0.000416975 -0.000278543 -0.000488198 -0.000792343 -0.000241856 -0.000618045 -6.32497e-05 0.00182342 0.00203113 0.00197846
internal_weight=0 56.0289 107.671 42.7873 39.5989 26.8732 13.2417 72.6755 24.6716 4.74268 7.95002 19.9289 64.7255 53.2445 18.3104 5.16323 3.3212 5.9247 12.7256 10.0881 34.9954 32.8162 28.8498 24.1103 14.9443 12.8014 8.92093 15.3635 14.2741 12.4018
internal_count=3910 987 2923 678 564 411 309 2464 374 70 139 304 2325 2148 290 98 76 82 153 130 459 423 389 333 163 145 75 258 245 301
is_linear=0
shrinkage=0.00225224


Tree=145
num_leaves=31
num_cat=0
split_feature=1 150 484 403 52 52 0 0 0 4 160 4 474 43 475 133 52 47 4 3 0 42 132 3 0 16 1373 1374 52 43
split_gain=6.14295 3.77373 3.68863 4.3565 3.2434 3.87448 3.45399 5.26207 4.02953 3.24071 3.12052 3.08693 2.80178 2.38716 2.13986 1.98147 2.04875 2.88939 1.82936 1.70165 1.68322 1.65474 1.61194 1.61033 1.5841 1.52929 1.51423 1.59358 1.78919 1.92953
threshold=0.11561500000000001 0.082085000000000019 -0.0043499999999999988 -1.0000000180025095e-35 0.11401500000000002 -0.42035499999999998 -0.084304999999999977 -0.082994999999999985 -0.077944999999999987 -0.49837999999999999 -1.0000000180025095e-35 0.24280000000000004 0.084835000000000008 -0.073684999999999987 -0.086424999999999988 -1.0000000180025095e-35 -0.0058499999999999993 0.10933000000000002 -0.59419999999999995 0.14320000000000002 -0.10071499999999999 0.088585000000000011 0.085645000000000013 0.090325000000000003 -0.23274999999999998 0.28937500000000005 0.072345000000000007 -0.094679999999999986 -0.088354999999999989 -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 -1 14 5 -5 12 -8 -9 25 -3 -2 15 22 -4 -7 -17 20 -6 -16 23 -15 -11 -18 -13 -10 27 -12 29 -29
right_child=11 10 3 4 18 6 7 8 9 13 26 24 -14 21 19 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030193249686263778 -8.4561704418465418e-05 -0.0022059158240916033 0.0031384393664622393 -0.0029634554623239806 0.0058324320566781277 -0.0030882752008536091 0.0067673257750625899 -0.0026226121006516809 -0.0031016051595290964 0.0025159700200627438 -0.00097418009336111501 -0.0033701888450225737 0.0021722578177231517 0.0015018204521637794 -0.0031261209264174948 -0.0023871203571939163 0.0028344779216297271 -0.0035284565590292315 -0.0026336414063520279 0.0039093141325420985 -0.0016906790685155316 -0.0025072118280101753 0.0064287896723739073 -0.00044623382304842584 0.0026266267943404506 0.0013761924604131521 -0.0024385525298522399 0.0025170791113623288 0.0025728877386454753 -0.0022572857453094478
leaf_weight=9.5922004850581271 12.07115357834846 3.681324950419369 0.57897518575191398 4.5262831589207044 0.24924136698245991 4.2214530948549571 1.3855201974511171 3.1346488073468253 2.0486820749938537 3.7734583057463196 2.4735034070909014 0.43929511122405429 2.6043651504442087 4.8812239710241512 11.256326818838712 4.5719098327681431 3.9494693055748895 1.7029715441167361 7.9124555001035315 0.33515447378158647 1.8475174522027291 1.2178763886913655 1.3545405641198156 2.2084644995629787 8.2242975635454041 1.1150744184851644 1.139913455583154 1.4337522229179742 7.6593954274430862 1.816912880167364
leaf_count=531 248 152 6 268 1 208 38 161 52 70 24 7 43 89 797 130 42 21 329 2 64 57 18 19 296 6 17 31 152 31
internal_value=0 -0.000931441 -0.00123843 -0.000975118 -0.000591973 -0.00026525 3.99399e-05 0.000994915 0.000538564 0.00122714 0.000324325 0.000921202 -0.000815714 0.00200223 -0.00263436 -0.00123631 -0.000688844 0.000110911 -0.00237511 -0.0029227 0.000885101 0.000701292 0.00354953 0.00165789 0.00232255 -0.00152339 0.000965675 0.00125562 0.00176116 -0.000151484
internal_weight=0 92.6726 74.4678 64.8756 52.7052 44.5435 40.0172 18.911 17.5255 14.3909 18.2048 20.7347 21.1062 11.2271 12.1705 18.5018 14.2803 9.70842 8.1617 11.5915 8.00545 6.0991 5.128 6.15793 8.66359 3.16376 14.5235 13.3836 10.9101 3.25067
internal_count=3910 3359 2952 2421 1616 1286 1018 491 453 292 407 551 527 234 805 484 276 146 330 799 125 146 88 61 303 58 255 238 214 62
is_linear=0
shrinkage=0.00307686


Tree=146
num_leaves=31
num_cat=0
split_feature=1 39 12 3 16 47 50 3 3 3 16 51 376 16 474 48 2 457 150 0 3 15 44 2 12 42 39 2 0 43
split_gain=20.531 7.09968 6.24037 5.55913 3.4797 3.89403 4.32604 3.20464 2.71326 2.70392 2.5489 2.21469 2.12561 1.8368 2.14618 1.80328 1.85881 1.87968 1.68024 1.64609 1.59797 1.49193 1.41486 1.27303 1.25185 1.2461 1.194 1.15796 1.11741 1.11676
threshold=0.099115000000000023 0.005105000000000001 0.080120000000000011 0.16699000000000003 0.062650000000000025 0.096475000000000019 0.11551000000000002 0.097615000000000021 -0.115685 -0.15121499999999996 0.67964000000000013 -0.26158999999999993 0.048695000000000009 0.081265000000000018 0.084655000000000022 0.12474000000000002 0.11500500000000001 0.081330000000000013 0.084800000000000014 1.0000000180025095e-35 -0.10315499999999998 0.024640000000000006 0.086480000000000015 0.084145000000000011 0.088375000000000023 -0.026374999999999999 0.088025000000000006 0.094825000000000007 -0.10783 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 6 15 8 18 -1 -6 -3 13 14 26 16 17 19 21 28 -7 23 25 -4 -25 -13 -11 -14 -2 -10
right_child=1 11 7 -5 10 20 -8 -9 29 12 -12 22 27 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00093778586347945927 0.00038943696807726191 -0.00053954551198019001 -0.0019787430924034107 0.0012857652635047743 -0.0014058888607201769 0.00025804632767677498 -0.001855859554186011 0.00021862663912473496 -0.00055211262111979536 -0.00055156311064727057 0.0014273948232133452 -7.1746079736332975e-05 -0.00026607088222474213 -0.0017966369929666929 0.00084026725010174011 -0.00098744013741202015 0.0017326038283804741 0.0017487984349150189 0.001122893815180611 0.0016350838343508188 -0.0013957719052271893 -0.0015343847535236009 -0.00044466272938755309 0.0011718165877532345 -0.00051542899746086061 0.0017097198968262207 -0.0018282472379946252 0.0012667133834682457 -0.00091714184127595646 -0.0014570031839604214
leaf_weight=4.2624178081750861 3.9484971836209337 1.7938525527715707 1.0125119611620883 7.3626036383211604 9.2367396913468802 2.2223253771662712 2.1139149498194447 4.4123570099472991 4.0858999732881776 16.068772003054633 0.98006173968315202 1.1959655545651902 2.9249787107110015 3.5888000689446917 2.8650024067610493 1.658717643469571 4.653307704254984 2.5464703869074574 1.5039402954280365 1.6419810838997362 6.1203158479183895 4.2289469055831432 1.054776195436715 1.8634538222104309 3.5933623146265745 13.065942943096159 2.3421480152755967 2.5960770286619663 3.398729315027603 55.528385048732162
leaf_count=36 36 14 14 145 201 17 34 25 94 186 13 13 31 82 30 12 75 35 14 25 77 95 11 17 50 288 43 25 39 2133
internal_value=0 0.000298233 -0.000896003 -4.42309e-05 -0.000298436 3.20931e-06 0.000403772 -0.00116319 -0.00124808 -0.000308181 -0.0011341 0.00121658 -0.000482961 -0.000691155 -0.000504683 0.000671407 0.000841372 0.000481863 -0.000530401 0.000122964 -0.000955225 -0.000762817 0.00142226 -0.00025845 6.07503e-05 0.00156033 -0.000713977 0.000454666 -0.000214969 -0.00139498
internal_weight=0 62.9942 110.877 45.8837 38.5211 28.3043 19.9616 76.2289 71.8165 34.6482 10.2168 17.1105 30.3858 24.8647 21.2759 17.8477 16.189 11.5357 12.2022 8.98921 8.34264 10.6983 15.3167 6.46933 5.45682 14.2619 18.4109 5.52106 7.34723 59.6143
internal_count=3910 1035 2875 709 564 350 256 2442 2417 433 214 326 397 341 259 222 210 135 190 100 94 176 312 81 67 301 229 56 75 2227
is_linear=0
shrinkage=0.00167049


Tree=147
num_leaves=31
num_cat=0
split_feature=1 12 12 2 40 13 49 156 50 47 16 16 0 42 160 42 15 3 16 15 1 52 3 0 160 16 43 15 47 4
split_gain=14.0553 5.41228 4.24706 3.18708 2.8113 2.75162 2.9968 2.56033 2.28256 3.10124 2.83729 1.95763 1.97368 1.8445 1.79151 1.76862 1.72526 1.81867 1.65482 2.39282 2.22413 2.05819 1.63571 1.57545 1.57317 1.50901 1.47739 2.25629 1.47179 1.81253
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.14808000000000002 0.34489500000000001 -0.09547499999999999 -0.081629999999999994 0.11896500000000002 0.11515000000000002 0.087850000000000025 0.070590000000000014 -0.50763499999999995 -0.084304999999999977 -0.09361499999999999 -0.082109999999999975 -0.09547499999999999 0.079360000000000014 -0.15002999999999997 0.081265000000000018 -0.008624999999999999 0.085110000000000005 -1.0000000180025095e-35 -0.12008499999999998 -0.087359999999999979 0.084100000000000022 -0.30307999999999996 -0.17307499999999998 0.088345000000000021 0.078660000000000022 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 16 7 -2 11 24 8 9 10 13 -4 -13 -3 -15 -11 17 -1 19 20 -19 -21 -8 -23 25 -7 27 -24 29 -22
right_child=1 3 5 -5 -6 6 22 -9 -10 15 -12 12 -14 14 -16 -17 -18 18 -20 21 28 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014525633139329608 0.0023714761791599989 -0.0017015509492532368 0.0019153160011232181 0.002282345378186966 -0.0030423470606485616 0.0013846495864495781 -0.00091167575484667369 -0.0032061756321332341 -0.0020645570905704702 0.0018666093592288884 -0.0011774555087429544 -0.0020315486189319857 0.00020405466554385026 -0.0004509174262318751 0.0021058940012724579 -0.0014958590603704647 -0.0028925761457534518 -0.0024813984904070892 -0.0021050023944212655 0.0027771155359590611 -0.00056764106456246911 0.0013619193391357794 -0.0028353290373720227 -0.0018914998466875164 0.001485317670917183 -0.0028767792616287229 -0.0025516315188702093 0.0015582103781244016 -0.0020817546810704222 0.0021204901303590214
leaf_weight=3.6700196862220791 11.350702656432983 1.3289496228098894 1.9337159581482399 3.9132107123732558 0.75076919794082719 0.91169615462422404 6.3102488610893479 2.0867448654025784 3.8807990886270991 1.3192967548966397 4.1956551261246195 6.453968070447444 5.2637237291783086 2.4564773607999113 11.117677008733152 8.8681816887110454 2.0702803060412398 4.5468579791486343 4.3783503565937272 2.876469986513257 5.5794503688812238 2.3172623254358768 1.7609632126986974 2.0678844265639755 2.5528898648917675 1.8439089711755503 37.168485800735652 1.6738018002361057 2.4178410694003096 2.7487508095800877
leaf_count=34 301 15 21 82 8 10 107 64 68 9 76 159 45 38 198 128 47 102 95 26 59 20 61 26 25 46 1949 41 27 23
internal_value=0 0.0004518 -0.00129743 -3.75503e-05 0.00203561 -0.00169358 -0.00197672 -0.000295061 -0.000111905 0.000146846 0.000790811 -0.000610471 -0.00102729 0.00134493 0.00164319 -0.00106041 -0.000498742 -0.000336799 -0.000580628 -0.000284712 -0.000892855 0.000996033 -0.00219506 -0.000172281 -4.71484e-05 -0.00146688 -0.00239451 -0.000694305 -0.000220712 0.000319586
internal_weight=0 51.2685 98.5466 39.167 12.1015 65.8734 52.222 35.2538 33.167 29.2862 19.0988 13.6514 11.7177 14.9031 13.5742 10.1875 32.6732 30.6029 26.9329 22.5545 15.2929 7.26162 46.9135 4.38515 5.30849 2.75561 40.6033 3.43477 10.746 8.3282
internal_count=3910 987 2923 678 309 2464 2239 596 532 464 327 225 204 251 236 137 459 412 378 283 211 72 2158 46 81 56 2051 102 109 82
is_linear=0
shrinkage=0.00270954


Tree=148
num_leaves=31
num_cat=0
split_feature=1 484 403 52 1446 128 12 52 1213 38 15 48 4 4 9 15 49 1374 0 3 475 1456 453 1348 1374 11 4 51 12 133
split_gain=6.30458 3.13466 3.39341 3.11972 2.76626 2.48065 2.75854 2.47408 2.59032 2.42565 2.29284 2.87996 2.98219 2.36866 2.37166 2.36226 2.20763 2.53261 2.16344 2.1716 1.85997 1.83281 1.99919 1.72279 1.64918 1.62958 1.90143 1.64338 1.53663 1.59168
threshold=0.094485000000000013 -0.0043499999999999988 -1.0000000180025095e-35 -0.42985499999999993 0.091520000000000018 0.086435000000000012 -0.071274999999999991 0.17829500000000004 -1.0000000180025095e-35 0.13790500000000003 -0.0063699999999999989 0.08407000000000002 0.27020000000000005 -0.49269499999999994 0.083710000000000021 -0.13578499999999996 -0.085974999999999982 -0.049459999999999997 -0.017269999999999997 0.31335500000000011 -0.086424999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.090050000000000005 0.090240000000000015 0.088315000000000018 -0.034289999999999994 -0.40274499999999996 0.10257000000000001 -0.09590499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 -2 5 6 9 8 -4 -5 11 12 -10 -12 28 -13 -17 -18 19 21 -3 -8 23 24 25 26 -23 -28 29 -15
right_child=3 2 7 4 -6 -7 18 -9 10 -11 13 15 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0026377194927097104 -0.0027119075539154525 0.0026056682348940454 -0.0027138449907636616 0.0023548605241955236 -0.002948444555574966 -0.0017404000680596183 -0.0028017787684275633 -0.0023796337277209182 -0.0026683002519603607 -0.0030200787717240716 -0.0016038356363077984 -0.0028560516643638891 0.0022197620613201136 -0.0011384864478063781 -0.0027705316930793193 -0.0022040253094564055 -0.0020098704826281375 0.0021295209490896287 0.0022313828352777186 0.0028553518441071734 -0.0023332427992361991 -0.0012931186181781493 -0.0027941263874250574 0.0032267180812600958 -0.0027746324689460955 -0.0019806182780716585 -0.0015487348699724428 0.0012817347147431617 -0.0016128197027703236 0.0016613614489775037
leaf_weight=7.6450386038050047 2.4072066210210314 0.5641542412340631 2.9106622273102394 8.4953176295384694 1.6833221605047572 3.1700211688876143 1.699545968323952 4.4629850853234521 6.749181641265749 0.63581296801567155 3.2489644605666426 1.5686981193721283 1.0110955238342283 1.6000531325116814 1.1808930970728386 1.511603608727454 1.2853569425642479 5.4856294328346848 3.6760033378377619 1.829043217934667 11.249725048430262 3.261968219652787 1.6201725751161564 1.2985003879293788 1.3384291976690281 2.0275116441771379 1.6338517311960572 12.515650554560112 1.3285791790112842 13.500592404045166
leaf_count=485 143 6 210 321 34 71 56 250 387 6 52 57 19 99 40 22 13 88 93 64 780 88 23 22 17 31 24 194 35 180
internal_value=0 -0.00104066 -0.000828906 0.000231894 0.000389772 0.000519842 0.000698825 -0.000502023 -0.000299522 0.0019806 -0.000116856 -0.000822073 -0.00203143 0.000478567 0.000862758 0.000130589 0.00069625 0.00134373 0.000320063 6.19876e-05 -0.00209739 -0.000139196 5.17715e-05 0.000260635 7.5267e-05 0.000271491 0.000533742 0.000954899 0.00112391 0.00136469
internal_weight=0 65.3032 57.6582 47.2924 44.8852 43.2018 40.0318 45.8443 41.3813 9.13113 38.4706 17.6116 7.76028 20.8591 17.6101 9.85129 8.28259 6.77099 30.9007 27.2247 11.8139 25.3956 23.6961 22.0759 20.7774 19.439 17.4115 14.1495 16.4292 15.1006
internal_count=3910 2723 2238 1187 1044 1010 939 1452 1202 327 992 586 406 406 354 180 123 101 612 519 786 455 399 376 354 337 306 218 314 279
is_linear=0
shrinkage=0.00265431


Tree=149
num_leaves=31
num_cat=0
split_feature=1 39 3 0 457 51 1375 43 133 16 16 393 0 3 2 13 43 1373 13 2 4 4 52 4 52 403 2 0 13 0
split_gain=5.46983 3.73759 3.27415 2.96482 2.78495 2.25961 1.96633 1.94108 2.1431 1.91571 2.00985 1.86701 1.84184 1.74019 1.66563 1.68326 1.57234 1.5252 1.4633 1.46265 1.32666 1.57647 1.31601 1.6776 1.34105 1.9824 2.12456 3.72545 2.39942 1.97999
threshold=0.085990000000000011 0.005105000000000001 0.31335500000000011 -0.070894999999999986 0.081330000000000013 -0.40274499999999996 -0.43271999999999994 -0.078454999999999983 1.0000000180025095e-35 -0.069894999999999985 0.67964000000000013 0.08407000000000002 -0.21145499999999998 -0.10315499999999998 0.13479000000000005 -0.094679999999999986 0.070805000000000021 0.084905000000000022 -0.16277999999999995 0.099990000000000009 -0.44477499999999992 -0.14301 0.086950000000000013 -0.17479499999999998 -0.11051499999999999 -1.0000000180025095e-35 0.085255000000000011 -0.084074999999999997 -0.26418499999999995 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 9 -3 -6 8 19 13 11 12 -11 18 15 -15 -9 -7 -2 -5 -10 -22 24 -24 -1 -26 27 29 -28 -27
right_child=1 5 -4 7 6 17 -8 16 20 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.0040000297478566382 -0.0020438364146142694 -0.0043039711690209433 0.0034735366697329095 0.0055204607204880889 -0.0024964584187059549 0.0027592717131015507 0.0022897924311575907 -0.0034197522040898673 -0.0044365965120486007 0.0022650592215948963 0.0045400026246986188 0.0028754044460928209 -0.0029935196206150936 0.0017914048179618913 0.0041841718894975828 -0.0019745256393063947 -0.00019267481807701397 -0.0019875680928555855 0.0026667755838707665 0.00052617591642188427 0.004041309133528276 -0.0021608021183684434 0.006336637755369595 -0.0039644169150616125 -0.003562759593698991 0.0028708777063290265 0.0038597972734150765 0.0099505460504240167 -0.002268456562335494 -0.0033468106281324527
leaf_weight=3.6948710232973125 1.2693430185317991 0.80582963675260444 2.9623081441968671 1.9369693128392129 1.5664022564887998 10.885347384028135 6.4582068817689997 3.7423327313736063 1.0962851252406838 1.0484912209212769 0.65119290910661121 0.9560819901525982 14.598379789851613 2.0783808520063767 0.84593041986227113 10.807118114083996 5.4420361868105829 1.0940509922802437 4.0866085411980775 1.5507334480062125 1.0981563255190852 1.3319841111078856 0.23901911079883476 8.1313356785103661 4.9218332087621155 1.600532585754991 1.0462574139237446 0.66793753020465274 9.0970561280846525 1.4191539483144879
leaf_count=238 18 10 122 24 12 348 103 190 17 15 13 22 568 38 15 310 81 14 93 31 10 59 1 644 344 21 7 24 433 85
internal_value=0 6.93268e-05 -0.000427341 -0.00167567 -0.000687801 0.00190789 0.00135552 -0.000348268 0.00116978 -0.00113899 -0.00206444 -0.00232347 -0.00264114 -0.000302423 -0.00102511 -0.0013671 -0.0015076 0.00232575 0.00155038 0.00329986 -0.000936909 0.00064187 -0.00237337 -0.00367027 -0.00188978 -0.001474 -0.000730702 0.00176038 -0.00163634 -5.12325e-05
internal_weight=0 60.1137 47.3284 47.0165 44.3661 12.7852 8.02461 16.1985 7.01413 36.3415 17.2541 16.603 15.6469 19.0874 13.7314 12.8855 9.18437 11.9794 5.35595 3.4877 3.52643 2.43014 30.818 8.37035 22.4476 18.7528 13.8309 3.68762 10.1433 3.01969
internal_count=3910 1701 1329 2209 1207 372 115 412 141 1092 618 605 583 474 363 348 271 362 111 55 86 69 1797 645 1152 914 570 130 440 106
is_linear=0
shrinkage=0.00383233


Tree=150
num_leaves=31
num_cat=0
split_feature=1 12 150 4 3 3 453 2 47 48 14 484 455 159 51 51 484 133 123 133 3 48 2 16 448 15 49 52 16 15
split_gain=22.9753 8.77552 5.67117 4.66388 4.47104 6.47924 3.57967 3.2702 3.17611 3.16793 2.71093 2.91383 2.44161 2.30655 2.18343 2.0994 2.61557 2.28729 2.14971 2.02179 1.9792 1.93003 1.78697 1.36283 1.24586 2.82112 1.2392 2.88291 1.70938 3.45697
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 0.22584000000000001 -0.115685 -0.032959999999999996 1.0000000180025095e-35 0.114165 0.084155000000000021 0.11280000000000003 0.077685000000000018 -1.0000000180025095e-35 0.092155000000000001 -1.0000000180025095e-35 0.092720000000000011 -0.10145999999999998 0.085815000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.0068000000000000014 0.086245000000000016 0.11379500000000002 -1.0000000180025095e-35 0.63868000000000003 -0.037059999999999989 -0.050004999999999994 -0.081629999999999994 -0.044539999999999989 -0.17157499999999998 0.082225000000000006
decision_type=2 2 2 2 2 2 2 2 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 8 3 7 10 26 13 22 12 -10 11 -1 -2 -5 15 -7 17 -17 20 -13 -19 -15 -3 -24 -4 -26 27 -6 29 -28
right_child=1 2 24 6 5 14 -8 -9 9 -11 -12 19 -14 21 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0019423563412246389 0.0017412533888948522 0.00055090791210928079 0.0019030405400060249 -0.0012953163803776512 0.00081532498528267161 -0.0016173616405146685 -0.0020398685404058908 0.00019770878450123798 -0.00057424465799579588 0.0019015145884923427 -0.0018351370348650264 0.0007660239950701425 -0.00096330799890710032 0.0012186127511185324 -0.0019537935506416882 -0.0018052938562193187 0.0013630330488111388 -0.0013423202136815548 0.001332278138126295 -0.00080451959005328711 7.1558052684906535e-05 -0.00043198988168873989 -0.0016073697320349522 0.00064184066419562609 0.0012621906140887497 -0.00087009164494238457 -0.0013804488911589 -0.0018512578423783993 -0.0016280651033041299 0.0022246369667654532
leaf_weight=1.9185795541852737 15.158857367932802 1.4285611659288431 2.9081773199141017 1.7923983521759499 2.2846239767968655 3.3061244841665092 1.8397606350481499 5.6271556336432687 5.2119711004197589 2.2816052623093128 2.6794359181076279 9.9218122363090497 1.0992050021886814 9.3301720991730672 2.7576280981302252 2.8725236393511429 3.1344825103878966 4.5040587428957179 2.6580662801861754 3.3720233123749486 9.3513848390430194 2.8362590819597235 15.921329811215404 0.87245621532201845 5.947995724156498 2.8028995469212523 3.3194813411682835 2.7351977229118338 55.157300250604749 1.083190184086561
leaf_count=34 311 15 45 19 23 77 20 73 42 35 72 83 13 118 38 55 24 60 22 40 61 22 349 14 80 31 72 66 1984 12
internal_value=0 0.000242787 -0.000164866 -0.000480777 -0.00101222 -0.0011663 0.00025762 -0.000969913 0.00112338 0.000179562 -0.00020994 7.63141e-05 0.0015584 0.000560427 -0.000471722 -0.000313474 -0.000122057 -0.000362178 -0.000111148 0.000367651 -0.000388058 0.000833821 -0.00133048 -0.00149052 0.000909429 0.000579224 -0.00147373 -0.000637641 -0.0015442 -0.000493489
internal_weight=0 75.0588 51.3072 39.6481 111.056 93.1641 15.7986 23.8495 23.7516 7.49358 17.8919 15.2124 16.2581 13.9588 28.5843 25.8266 22.5205 19.386 16.5135 13.2938 13.8554 12.1664 18.2223 16.7938 11.6591 8.7509 64.5798 5.01982 59.56 4.40267
internal_count=3910 1187 786 630 2723 2494 179 451 401 77 229 157 324 159 337 299 222 198 143 123 121 140 378 363 156 111 2157 89 2068 84
is_linear=0
shrinkage=0.00175225


Tree=151
num_leaves=31
num_cat=0
split_feature=1 12 12 40 52 47 50 4 13 2 3 42 160 48 15 3 1 1 47 4 16 42 43 2 4 4 4 3 12 151
split_gain=17.7743 5.84998 5.47329 4.5799 4.00896 3.67229 4.58029 3.22258 2.94418 2.53337 2.47949 2.29148 2.73602 3.38444 2.05683 2.05298 1.91615 1.82114 1.95643 2.88763 1.81393 2.03767 1.68997 1.57684 1.51154 1.48802 1.48722 1.67313 1.60265 1.69737
threshold=0.099115000000000023 -0.071274999999999991 0.080120000000000011 0.34489500000000001 -0.42985499999999993 0.086785000000000015 0.11551000000000002 -0.17479499999999998 -0.10023999999999998 0.13215000000000002 -0.12008499999999998 -0.097204999999999986 -0.079234999999999986 0.12862000000000004 1.0000000180025095e-35 -0.15121499999999996 0.14000500000000002 0.085990000000000011 0.09252500000000001 0.015635000000000003 -0.50763499999999995 0.08221500000000001 -0.074254999999999988 0.080080000000000012 -0.15796999999999997 0.08734500000000002 -0.0010999999999999996 0.090325000000000003 -1.0000000180025095e-35 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -3 6 7 -6 20 11 -10 -9 -13 14 -14 -1 22 23 19 26 -4 -22 25 -17 -25 -7 28 -28 -19 -30
right_child=1 4 8 -5 5 16 -8 9 10 -11 -12 12 13 -15 -16 17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0010610910879916783 0.0019938122610285202 -0.0023338206014419903 0.0015587432140972653 -0.0027539972484622965 -0.0019993572602598287 -0.0011376733755585763 -0.0025035692405464636 -0.0018135475109902692 -0.00053432469894474808 0.0024516252914428775 -0.0019016488183843259 -0.00070576763760946115 0.002416442064761902 -0.001334483794844697 0.00034433604998947338 0.0010807565374176891 0.00097555838920319003 0.0016581480041724579 -0.0023235570285797839 0.0023301963556336381 -0.00019222955880852761 -0.0023818682855488008 -0.0018009579735199343 -0.00018410753776380436 -0.0020229345432994394 0.0016468416705787256 -0.0026236720928630797 0.00018288089687024277 0.0011856971465954165 -0.0016407612220699739
leaf_weight=4.2238839752972117 13.240572717040775 3.5349487829953423 1.8492061030119646 1.1224766969680775 1.8523965030908573 2.3754816092550746 2.2110514547675839 1.6760307103395558 7.7672758530825368 5.4226974975317708 51.796698348596692 3.9981637597084108 8.9025176670402271 1.9752499163150776 3.3607410788536063 1.3187085147947097 2.5924531929194918 2.7825488969683638 1.8145522587001313 2.5698862113058558 6.9698441606014949 3.1394540127366781 7.5495834928005925 3.1235296986997119 8.3976564407348615 1.660733491182327 2.3915735743939894 1.9753463752567766 1.794359393417835 2.7259378749877223
leaf_count=36 309 126 20 8 21 36 34 14 114 110 2164 49 144 16 34 13 23 29 24 24 58 86 98 43 160 13 30 17 13 44
internal_value=0 0.000361947 -0.00116698 0.00162277 -2.24405e-05 0.000165057 0.000620013 0.000874039 -0.00151819 0.00108413 -0.00172335 0.000711725 0.000943809 0.00140701 0.00184858 -0.000408489 -0.000778301 -0.00062332 -0.000116636 0.000164591 -0.000496311 -0.000872224 -0.00117075 -0.00125685 -0.00152441 8.03796e-06 -0.000312313 -0.00135415 0.000310678 -0.000518781
internal_weight=0 61.4751 104.64 14.363 47.112 43.5771 29.3988 27.1878 71.5225 25.3354 59.564 19.9127 18.2367 14.2385 12.2633 33.118 14.1783 28.8941 16.0542 14.2397 11.9585 10.1093 11.5858 12.8399 11.5212 4.03622 11.6698 4.36692 7.30285 4.5203
internal_count=3910 1035 2875 317 718 592 422 388 2442 367 2278 257 243 194 178 433 170 397 181 157 164 144 147 216 203 49 133 47 86 57
is_linear=0
shrinkage=0.00225675


Tree=152
num_leaves=31
num_cat=0
split_feature=1 12 52 47 52 13 49 1 480 159 15 51 474 16 0 42 160 12 4 3 42 124 0 48 4 16 3 43 484 48
split_gain=17.6503 5.62583 5.0129 5.19663 3.78555 3.21086 3.43489 2.666 2.45605 2.16215 2.08111 2.01298 2.06718 1.88028 1.98195 1.8033 1.80186 1.7997 1.67179 1.6205 2.80008 1.97463 2.53584 2.18344 1.80801 1.57187 1.49967 1.421 1.82091 1.39135
threshold=0.10113500000000002 0.080120000000000011 -0.27466499999999994 0.08801500000000001 0.12539500000000003 -0.09547499999999999 -0.081629999999999994 0.13702500000000004 0.086640000000000009 -0.094429999999999986 0.079360000000000014 -0.10145999999999998 0.085435000000000025 -0.50763499999999995 -0.084304999999999977 -1.0000000180025095e-35 0.084100000000000022 -1.0000000180025095e-35 -0.045299999999999993 -0.018854999999999997 0.078965000000000021 -0.082024999999999987 -0.10071499999999999 0.084500000000000006 0.0057500000000000008 -0.30307999999999996 -0.12008499999999998 -0.044024999999999988 -1.0000000180025095e-35 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 8 13 16 27 17 -6 11 -1 15 -3 -15 -13 25 -4 -19 20 -17 -21 23 -23 -25 -7 -8 28 -5 -20
right_child=2 5 3 7 9 6 26 -9 -10 -11 -12 12 -14 14 -16 19 -18 18 29 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016876645658855461 -0.0013533317909908364 0.0013954245642532697 0.0021247266899657737 -0.0020630683438491743 0.0009567147494240146 0.00099720413213408516 -0.0007767873259938642 0.001412477246402965 -0.0015781125746606314 -0.0015608376545321544 -0.0021674003702687353 -0.0013553159960343097 0.0016368624244364055 -0.0014810366349819006 0.00016056359000339441 0.0022821430463012262 0.0012717701921574405 -0.00010306656106874303 0.0015951501365953412 0.0011850728965226802 -0.00062179499026820875 0.001175695075731692 -0.0021965987900557991 -0.0016148603688198543 0.00059700079210583512 -0.0021353780234936622 -0.0018170776271844342 -0.0013749839462342142 0.00069537114009038338 -0.00046495364184073322
leaf_weight=3.2458776086568824 5.8256347924470893 1.9316379204392422 10.142588343471287 1.2871836330741642 2.4356317147612572 0.98319686017930541 6.4203630257397881 2.7543264105916014 1.1322419811040152 3.1942327041178933 2.2995677161961785 4.4684809986501994 2.7711361944675437 6.6327734999358645 5.408699167892336 3.0413226671516957 2.4655508287250996 3.8899573050439384 12.940739352256065 3.0531585607677814 2.4116796553134918 3.456424925476318 3.1170941311865841 4.0962601900100708 2.3592924010008574 1.9082874879240979 44.671546339988708 6.9652892313897601 3.9269414469599715 1.4799099750816811
leaf_count=84 138 21 274 27 39 10 107 32 12 38 47 71 30 159 45 26 25 48 225 33 27 31 52 38 20 46 2051 87 51 16
internal_value=0 -0.000986133 0.000413861 0.000619149 0.00104106 -0.00131177 -0.00152559 -0.000375767 0.00132893 -0.000471676 -0.000317963 -0.000185146 -1.56577e-05 -0.000447966 -0.000743675 -0.000191762 7.6809e-06 0.00144461 0.00106787 4.96715e-05 0.000997829 -0.00027182 -0.00061322 -0.000115283 -0.000806498 -0.0010702 -0.00168635 -0.000780171 1.44097e-05 0.00138373
internal_weight=0 104.742 55.9747 50.149 35.2153 70.4221 56.4489 14.9337 29.5854 5.62986 34.3203 32.0207 28.7748 13.9731 12.0415 26.0037 5.35704 28.4532 18.3106 21.5352 5.453 16.0822 13.0291 9.91198 6.45555 2.89148 51.0919 12.1794 5.21413 14.4206
internal_count=3910 2923 987 849 652 2464 2239 197 575 77 459 412 328 225 204 298 81 563 289 227 53 174 141 89 58 56 2158 165 78 241
is_linear=0
shrinkage=0.00201268


Tree=153
num_leaves=31
num_cat=0
split_feature=4 12 151 3 9 50 151 39 132 3 15 47 15 38 457 1 147 3 16 4 1 0 16 160 160 43 47 133 457 151
split_gain=20.7543 14.6101 5.50291 4.25129 3.82668 3.41016 3.1545 3.13852 2.89755 2.58749 2.62288 2.47855 2.32029 2.6181 2.27679 2.51315 2.25425 2.84276 2.18466 2.04068 2.03489 1.93723 2.0861 1.85232 2.47845 2.3335 1.80144 1.81591 1.51772 1.58194
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.016839999999999997 0.11901000000000002 -0.086769999999999986 0.14706500000000003 0.082150000000000015 0.16699000000000003 -0.10469999999999999 0.11939500000000002 0.079360000000000014 1.0000000180025095e-35 0.081330000000000013 0.089895000000000017 0.088565000000000019 -0.015794999999999997 -0.17157499999999998 -0.017449999999999997 0.088385000000000005 -0.13027499999999997 -0.011964999999999998 -1.0000000180025095e-35 0.085065000000000016 -0.072649999999999978 0.14097000000000001 0.084760000000000016 0.090920000000000015 -0.085434999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 11 20 14 9 12 -11 -4 13 16 18 28 17 19 23 -8 -6 22 -19 -3 25 -25 27 -23 29 -16
right_child=2 3 5 -5 6 -7 8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 21 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018051182362905549 -0.0018387272114452121 -0.0019361881813469226 0.0015893308272151698 0.00038373778488576303 -0.00073384305856354017 -0.0010172201256977585 0.0012414754229160578 0.0019052663556793062 0.0011562229032380993 -0.0009998138901352305 0.0014643874974041653 -0.0010653840281632993 -0.0018715911568780738 -0.0020438181281053594 -0.0010708724219095226 0.0019706246516658196 0.0016110791454224959 -0.00060115062207160761 -0.0015004714418177197 -0.00072884472924863053 0.001514187584847154 -0.0018437032467725877 0.001253927381347665 0.0016399545564032213 -0.0019620208495784493 -0.00054709738254160557 0.00056650516738029704 0.00035957214235108725 -0.0018699610575794515 0.0014109485909071563
leaf_weight=3.2278688903897992 1.9824154637753988 2.7086185254156581 19.685147223994143 5.12862604856491 1.6729506514966477 1.927734002470969 4.6093972772359848 0.96244390681385894 3.7897997330874196 2.0455832332372665 3.9757756106555453 1.16478732228279 4.1285107638686886 3.0275177434086791 1.9318508226424458 1.2190860286355016 1.778466548770665 9.9793909601867181 71.67918168194592 2.5546780433505729 5.089562825858593 8.4213535971939653 2.3399884924292556 2.4442143552005282 2.0328713059425354 4.058443170040845 1.4625039622187603 1.3583703767508257 2.4762637112289667 1.374494545161723
leaf_count=57 20 58 375 33 17 18 37 17 47 16 61 13 64 44 33 11 14 93 2398 41 64 150 21 17 46 45 10 16 62 12
internal_value=0 -0.000756071 0.000987041 -0.00118265 -6.72538e-05 0.00123298 -0.00017473 -0.00127104 -0.000329576 -0.00045284 0.000627246 0.00144102 -0.000616823 -0.000471028 -0.00130503 -0.000336716 -0.000324535 -0.000436572 -0.00138679 0.000538868 0.000958056 -0.000733162 -0.00024879 -0.000662113 -0.000257805 0.00027497 -0.00126394 -0.00153768 -0.000823148 -3.91443e-05
internal_weight=0 155.478 24.7601 96.0161 59.4617 22.7777 56.2338 90.8875 49.4713 45.6815 6.02136 20.8499 39.6602 35.5317 89.925 7.0017 32.5041 30.7257 82.9233 7.16408 6.76251 23.5616 12.3194 11.2441 8.53553 6.50266 11.2422 9.77972 5.78261 3.30635
internal_count=3910 3484 426 2732 752 406 695 2699 614 567 77 388 490 426 2682 118 382 368 2564 78 81 290 114 166 108 62 176 166 107 45
is_linear=0
shrinkage=0.00176831


Tree=154
num_leaves=31
num_cat=0
split_feature=1 12 150 3 3 2 4 48 47 48 14 14 484 455 1 51 51 484 133 123 52 3 13 150 2 448 15 13 16 12
split_gain=18.7862 7.06913 4.65469 4.30376 5.73018 3.61918 3.35224 3.17692 2.77561 2.71532 2.67372 2.62551 2.70991 2.27904 2.10191 2.06752 1.8818 2.31 2.05074 2.09094 2.05056 1.94297 1.68679 1.46855 1.65755 1.32342 2.75118 1.2922 1.89676 1.9019
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 -0.115685 -0.032959999999999996 0.14073000000000005 0.22584000000000001 0.11930500000000001 0.084155000000000021 0.11280000000000003 -0.46879999999999994 0.077685000000000018 -1.0000000180025095e-35 0.092155000000000001 0.10752500000000002 0.092720000000000011 -0.10145999999999998 0.085815000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.087094999999999992 0.076695000000000013 0.15641500000000003 -0.07009 -1.0000000180025095e-35 -0.037059999999999989 -0.073314999999999991 -0.060719999999999989 0.51388000000000011 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 11 -5 6 23 10 13 -10 -8 12 -1 -2 -12 16 -6 18 -18 20 -20 -22 -14 -3 -25 -4 -27 28 29 -26
right_child=1 2 25 4 15 -7 7 -9 9 -11 14 -13 22 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.0024989279448661629 0.0022293802729315554 0.0010127821047416479 0.002503500613437841 -0.0018470365980718445 -0.0020293400857130444 0.0014185504548613009 -0.0018608880416274443 -0.0023441556783295593 -0.00066065721388716908 0.0024419014650344292 -0.00065552544155165365 -0.0023680441462361891 0.0010940138127095488 -0.0012730426469036401 0.0017950257862532799 -0.0025163017840372916 -0.0023220362707264638 0.0017220844382847512 -0.0027168436390866643 0.0017668918726302346 -0.0017845858142135963 0.00041297800475655479 -0.00077342768014929955 0.00079584814746807393 0.00049611786122599592 0.0018351362021572937 -0.00084846973433222049 -0.0022680986107449777 0.0018931062206886898 -0.0023732236754263761
leaf_weight=1.6802982781082416 13.311845645308496 1.2153446786105657 2.7541563138365737 56.081632135435939 3.0609700419008794 4.2584938481450072 1.8933607339858998 2.3051841482520095 5.0236282236874095 2.0494946017861366 2.5070912688970548 2.3853809833526602 8.9749994464218599 1.0331163518130768 6.4604282025247812 2.5468355175107709 2.5398164056241646 3.0022310279309741 1.8304202817380506 2.535549283027648 2.7477142550051044 8.49435171112418 3.4575094152241936 1.414984693750738 1.7174008209258342 4.5754499305039635 3.4635648280382147 10.271265426650645 1.004985114559531 3.8968883063644171
leaf_count=34 311 17 45 2157 77 63 18 27 42 35 21 72 79 13 81 38 55 24 18 22 46 57 44 15 22 67 44 225 16 125
internal_value=0 0.000318621 -0.000167851 -0.00122334 -0.00143435 -0.000551241 -0.000807868 7.79375e-05 0.00140291 0.000238334 0.000592018 -0.000163836 0.000208725 0.00197714 0.00110991 -0.000569413 -0.000364613 -0.000123684 -0.000429033 -0.000120994 -0.00048717 -0.000124137 0.000574674 -0.00140531 -0.00156585 0.00114451 0.000678919 -0.0017637 -0.000981016 -0.0014955
internal_weight=0 69.1567 47.7386 99.3377 82.8395 36.9454 32.6869 13.1661 21.4181 7.07312 10.8609 16.4982 14.1128 14.345 8.96752 26.7579 24.2111 21.1501 18.1479 15.608 13.0725 11.2421 12.4325 19.5209 18.3055 10.7932 8.03901 16.8905 6.61927 5.61429
internal_count=3910 1187 786 2723 2494 630 567 147 401 77 120 229 157 324 102 337 299 222 198 143 121 103 123 420 403 156 111 388 163 147
is_linear=0
shrinkage=0.00227162


Tree=155
num_leaves=31
num_cat=0
split_feature=1 52 47 15 0 3 52 42 4 52 48 4 3 457 2 475 159 4 133 150 4 1 4 2 0 403 1213 49 51 16
split_gain=13.9046 5.05535 3.98422 5.15482 3.48527 3.54543 2.85877 2.62801 3.28595 2.34572 2.29707 2.28708 2.19511 2.043 2.04055 1.96986 1.91217 2.43798 2.08203 2.70997 2.0551 1.87745 2.80299 2.16471 3.17912 1.89496 2.77595 1.84729 1.8162 1.65098
threshold=0.094485000000000013 -0.42985499999999993 0.08801500000000001 0.05377500000000001 -0.060094999999999989 0.084925000000000014 0.12539500000000003 0.092635000000000009 -0.49837999999999999 0.10433000000000002 0.12862000000000004 0.22584000000000001 -0.077894999999999978 0.51789000000000007 0.12918000000000002 -0.081629999999999994 -1.0000000180025095e-35 -0.025214999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.061775000000000004 1.0000000180025095e-35 0.053925000000000008 0.086130000000000012 -0.14867499999999997 0.03138500000000001 -1.0000000180025095e-35 -0.082494999999999985 0.08955500000000001 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 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 21 10 8 9 -6 13 14 -8 15 -5 -3 -4 -18 -19 -20 -21 -1 23 25 -25 -23 -27 -7 -29 -10
right_child=1 2 16 11 7 27 12 -9 29 -11 -12 -13 -14 -15 -16 -17 17 18 19 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0016682241995767183 -0.0020969475923458118 -0.00099303775925808587 -0.0017800564067386873 -0.0017874078166130825 -0.0022911651769761099 -0.0017358147019370001 -0.0022980474455377101 -0.0018438942073570788 0.0012800452922524152 0.0010860943414475585 -0.0011505568551065401 0.0016371852151326556 0.00070362129704782208 -0.0014125552214557891 0.00093113354481021073 0.0017952767450051994 0.0023630080406857636 -0.0020132397346191854 -0.0020693811772445002 -0.0012825250134255559 0.0011258556518471774 -0.0019380973993184049 0.0015285894640057526 -0.0021788904605019497 0.001552262051362784 -0.0020954887321757544 0.00248810005751234 0.00088564715061999059 -0.0013290357006713767 -0.0003779882850637995
leaf_weight=37.533985848538578 3.4568133503198615 1.0997950490564239 3.2382308077067163 5.0692060738801938 3.1260618865489969 2.2881085164844981 1.5482569877058265 3.3581275399774304 7.4396241642534733 1.1727960873395202 1.366686813533305 1.470211513340473 2.9076605141162863 0.92461342178285022 1.4790391661226747 23.526616716757417 1.5516259409487272 2.484787091612815 1.9933082256466139 1.9058233108371441 6.4143331702798605 10.053677751682704 1.817771766334771 1.514155453070998 2.5280919019132844 1.1177862072363498 1.074747148901223 6.1581261586397869 2.0456044785678387 3.743628216907382
leaf_count=1767 143 17 65 126 73 24 29 90 66 11 12 13 38 8 22 537 20 30 25 30 72 404 26 38 26 46 17 55 24 56
internal_value=0 0.000294207 0.000439271 0.000799082 -0.000983541 -0.00120367 0.0011715 -0.000210856 0.000143356 -0.0013698 0.0014216 -0.00065805 -0.000339341 0.00155918 -0.00117338 0.00167075 -0.000366598 -4.76335e-05 -0.000339893 6.32603e-05 0.00057419 -0.00140842 -0.00086984 -0.0011375 0.000154637 -0.00156401 0.000151318 -0.000117852 0.000333415 0.000725013
internal_weight=0 60.437 56.9802 39.3921 84.9723 66.1321 31.3736 18.8402 15.4821 4.29886 26.9177 8.01846 4.45592 25.551 6.54825 24.6264 17.5881 14.3499 12.7983 10.3135 8.32016 55.6402 18.1062 16.2885 4.04225 12.2462 2.19253 10.4918 8.20373 11.1833
internal_count=3910 1187 1044 802 2723 2427 641 296 206 84 574 161 67 562 148 554 242 177 157 127 102 2324 557 531 64 467 63 103 79 122
is_linear=0
shrinkage=0.00203638


Tree=156
num_leaves=31
num_cat=0
split_feature=1 12 150 4 0 3 38 453 2 4 42 4 159 47 16 51 52 49 51 47 48 2 1 2 0 403 1213 448 15 1
split_gain=26.5876 9.73465 6.18521 5.28681 4.93468 4.43896 3.93777 3.88511 3.67492 3.62486 5.20953 2.76784 2.58726 2.76217 2.39822 2.26653 2.26375 2.08706 2.36773 1.77441 2.83843 1.70936 1.61827 3.55453 4.38863 1.61728 2.92004 1.36285 2.89374 1.34278
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 0.22584000000000001 -0.060094999999999989 0.084925000000000014 0.13584500000000002 1.0000000180025095e-35 0.114165 -0.49837999999999999 0.092635000000000009 0.39574000000000004 -1.0000000180025095e-35 0.11861000000000001 0.18936500000000003 -0.26158999999999993 0.10433000000000002 -0.082494999999999985 0.087505000000000013 0.096300000000000011 0.11280000000000003 0.10742000000000002 1.0000000180025095e-35 0.086130000000000012 -0.14867499999999997 0.03138500000000001 -1.0000000180025095e-35 -0.037059999999999989 -0.050004999999999994 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=4 6 3 8 5 11 15 12 -3 16 14 22 -5 29 -11 -2 -6 -7 -19 -17 -21 -16 -1 25 -25 -24 -27 -4 -29 -14
right_child=1 2 27 7 9 17 -8 -9 -10 10 -12 -13 13 -15 21 19 -18 18 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0016260362902766933 -0.00059166307923921911 -0.0014057286607792592 0.0019675057440924496 -0.0013955876153488426 -0.0020883769007569997 -0.0016699647059697086 -0.0019983629101613769 -0.0021083543893956965 0.00020585863741848191 0.001209721538446871 -0.0020448114819290701 0.0020702543036779123 0.00013624527663960728 -0.000888807261205839 0.0008086882042848113 0.0017829302928317062 7.4061010951429374e-05 0.00073265440941597075 -0.001172526183790703 -0.00081709309952218126 0.001958259624790344 -0.001457974879098335 -0.0016864957770849338 -0.0017845837306850346 0.0014500244979098219 -0.0018696430061710726 0.0019265215438911262 0.001272839938865053 -0.00091586919982330648 0.0016346944281075413
leaf_weight=56.097285585477948 1.7966580241918588 19.056085692718629 3.203364133834838 1.8429611697792996 4.8978174813091782 2.7062535770237437 1.1946556828916062 1.9415426440536965 6.0622268617153159 8.3806788027286512 2.8662195596843949 0.72867606580257316 2.5563099645078209 2.3359441794455043 1.9665392041206349 17.301588755100973 2.318366564810276 6.5953568331897241 3.1248826570808887 2.4436031877994528 2.3493685610592365 2.4026752468198538 15.177010202780371 2.2502537034451962 3.4593740180134764 1.4648681934922936 1.1966369152069081 6.4150019884109488 2.8294636793434611 8.1129195317625982
leaf_count=1767 12 378 45 19 80 24 9 20 73 66 75 7 19 19 13 327 19 50 29 18 35 43 414 43 30 46 17 80 31 102
internal_value=0 0.000266947 -0.000161795 -0.000493247 -0.00108775 -0.00127249 0.00119594 0.000289985 -0.00101678 -0.000336896 0.000151426 -0.00142753 0.000603592 0.000886895 0.000645148 0.00135567 -0.00139364 -0.000269685 0.000120173 0.00151402 0.0005433 -0.000437773 -0.00145953 -0.00106289 0.000175215 -0.00145917 -0.000162853 0.000954101 0.000602939 0.00127567
internal_weight=0 79.4417 54.3558 41.908 115.633 92.8006 25.0859 16.7897 25.1183 22.8323 15.6161 80.3741 14.8481 13.0052 12.7499 23.8912 7.21618 12.4265 9.72024 22.0946 4.79297 4.36921 79.6454 23.5481 5.70963 17.8385 2.66151 12.4478 9.24447 10.6692
internal_count=3910 1187 786 630 2723 2427 401 179 451 296 197 2324 159 140 122 392 99 103 79 380 53 56 2317 550 73 477 63 156 111 121
is_linear=0
shrinkage=0.00180288


Tree=157
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 3 3 52 159 1 158 3 376 150 12 51 474 150 4 1 15 11 2 15 48 13 47 16 0 3
split_gain=31.7947 8.77245 7.80911 6.92597 5.37914 4.63662 4.20159 3.55143 4.3406 3.29498 2.98269 2.86703 3.00655 2.41397 2.33672 2.09757 3.4806 2.24239 3.11601 1.86552 1.75845 1.72416 1.71442 1.67303 2.52823 1.70312 1.43161 2.20334 1.39382 1.96649
threshold=0.10113500000000002 -0.27466499999999994 0.080120000000000011 0.08801500000000001 0.11551000000000002 0.097615000000000021 -0.115685 0.12539500000000003 -0.044129999999999996 0.13702500000000004 0.11015500000000002 -0.15121499999999996 0.048695000000000009 0.084800000000000014 -0.083349999999999994 -0.097124999999999989 0.084655000000000022 0.083205000000000015 0.0057500000000000008 0.092550000000000007 0.024640000000000006 0.08184000000000001 0.086130000000000012 0.024640000000000006 0.12862000000000004 -1.0000000180025095e-35 0.11926500000000002 -0.16268499999999997 -0.11524 -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 11 4 7 6 13 10 -9 14 23 -1 15 20 -5 -13 17 -17 -19 -14 21 22 -4 24 -3 -25 27 -16 29 -8
right_child=1 3 5 9 -6 -7 28 8 -10 -11 -12 12 19 -15 26 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082722925158094061 -0.0012897769291418833 0.0016848183304975859 -0.0011532943122999205 0.00065552807099764402 -0.00098878777260552196 0.00039065438824204809 0.00082627507089604512 0.0018078599991664199 -0.0012623266658759434 0.0012529358081296376 -0.001253377952788212 -0.0018021425637736342 -0.00016694881088800522 0.0011177565247790708 0.00050067313491571693 -0.0011495603856319135 0.0011267061500712702 -0.00097441420261557476 0.0013060943959084404 0.0017237843411996121 -0.0015648055031486712 -0.001801380335383656 0.00078786967032650932 0.0015108048098290848 -0.00061546769164234883 -0.00027062005443082715 -0.0016776575882874976 -0.0014005183572198324 -0.0015183051196144012 -0.0018153796164763298
leaf_weight=5.0935600325465193 7.6601942852139464 28.15399302169681 1.9080545827746371 3.2546787820756444 3.6847702227532855 4.7522252574563018 1.7385632283985617 2.0763521790504456 3.505281012505292 3.3084099702537051 1.232744775712489 4.5151802394539144 4.0108188539743415 2.2461649402976027 3.374993272125721 15.244036942720419 3.0562598705291739 3.9493239112198344 2.9743453115224838 2.3396780714392662 4.878373509272933 1.6242612581700084 3.9668024387210608 2.9890131838619709 1.4212947711348523 3.0914264209568492 4.6727462559938431 3.5331213995814323 73.803150162100792 1.4749166518449772
leaf_count=38 138 463 19 33 43 25 21 23 34 32 14 89 32 19 22 189 25 36 21 29 97 31 34 35 11 29 57 53 2193 25
internal_value=0 0.000412461 -0.000967964 0.000615256 0.000961528 -0.00123002 -0.00131406 0.00113074 -0.000120226 -0.000265595 0.00132003 -0.000354608 -0.000521408 -0.000487168 -0.000604236 -0.00074585 -0.00055677 -0.00078887 5.27154e-06 0.000529643 -0.000778416 -0.00026685 0.000157412 0.001409 0.00157427 0.00060509 -0.000958279 -0.000471682 -0.00147107 -0.000386186
internal_weight=0 71.959 137.576 64.2988 46.1549 96.3925 91.6403 42.4701 5.58163 18.1439 36.8885 41.1832 36.0896 14.6237 14.8355 29.7391 25.224 22.1677 6.92367 6.3505 12.3775 7.49912 5.87486 35.6557 29.5753 6.08044 11.5809 6.90811 77.0166 3.21348
internal_count=3910 987 2923 849 652 2464 2439 609 57 197 552 459 421 200 165 360 271 246 57 61 181 84 53 538 474 64 132 75 2239 46
is_linear=0
shrinkage=0.00168276


Tree=158
num_leaves=31
num_cat=0
split_feature=1 12 52 47 52 13 49 1 15 13 3 123 48 50 49 52 2 123 160 159 12 16 16 3 13 1 15 49 2 13
split_gain=26.2315 7.01457 6.81327 6.55736 5.09231 3.80113 3.99268 3.35307 3.33653 2.83244 2.43056 2.69406 2.26492 2.45268 2.26024 2.20901 2.83727 2.19171 2.14627 2.12028 2.04502 2.18901 2.67082 1.74541 1.64877 1.6134 2.44808 1.59463 2.02569 1.54613
threshold=0.10113500000000002 0.080120000000000011 -0.27466499999999994 0.08801500000000001 0.12539500000000003 -0.09547499999999999 -0.081629999999999994 0.13702500000000004 0.024640000000000006 -0.071149999999999977 -0.15121499999999996 1.0000000180025095e-35 0.12862000000000004 0.11901000000000002 -0.14750499999999997 0.11588000000000002 0.099990000000000009 0.08128500000000001 0.084100000000000022 -0.094429999999999986 -0.0089849999999999982 0.081265000000000018 -0.008734999999999998 -0.12008499999999998 0.043015000000000005 0.092550000000000007 -1.0000000180025095e-35 -0.085974999999999982 0.089910000000000004 0.068400000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 15 18 17 12 -10 -1 20 13 -4 -11 16 -3 -5 24 -6 -12 22 27 29 -7 26 -13 -22 -29 -8
right_child=2 5 3 7 19 6 23 -9 9 14 11 25 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0007791190698547691 -0.0012323735040690544 -0.00065638145735758674 0.0016417168656336545 -0.0009845346265367756 0.00064301942900145111 -0.0018387593751460585 0.00014604581814312709 0.0012646151618822946 0.0017287782136449115 0.00059266953765291675 -0.0016715538997987263 -0.0016118422952583486 -0.00065815067328624396 -0.00064787640270909733 -0.0017520212865465886 -0.0019474355648891057 0.0011425158291921969 0.0008224253381690004 0.0010991577155656034 -0.0012976137798226793 -0.0019880567524119463 -0.001821043390019808 0.001041373160683143 -0.0016102851091991186 0.00065285658270255575 0.0011312585904209149 0.001028975122228708 -0.0009582513561773473 0.00046323690495844451 -0.0014133877214901145
leaf_weight=4.8330304697155944 7.0741429738700381 10.011750064790247 26.431209601461894 12.039529442787172 2.9063749462366104 2.2066771108657117 3.2958474922925225 3.1499582938849917 2.1603466756641865 2.314058780670166 5.8863209001719978 2.2450674753636122 1.474242329597472 1.4510112926363934 2.5304374024271956 2.5020915735512963 3.4714169204235068 2.3603182248771182 2.6504250913858414 3.8447638116776934 2.138826891779904 3.2613679971545926 3.5353657230734834 59.446761654689908 1.2083362452685831 3.9633486084640026 1.9100044406950454 7.287641139701007 4.9486571997404099 4.3180642835795879
leaf_count=38 138 148 476 138 39 45 37 32 24 27 92 33 11 12 25 54 23 27 25 38 21 71 31 2051 11 43 14 79 37 70
internal_value=0 -0.00095744 0.000360047 0.000545747 0.000905421 -0.00122522 -0.0013908 -0.000337819 0.00115934 9.60553e-05 -0.000361016 -0.000517663 0.00141305 0.00152256 -0.000632038 -0.000467809 -0.000193232 -0.000688351 -5.86013e-05 -0.000462168 -0.000777579 -0.00052903 -0.000293764 -0.00151129 -0.000957149 0.000348618 -0.000397911 -0.000622123 -0.000383367 -0.000738353
internal_weight=0 129.121 67.7364 60.6623 43.1124 89.1114 73.1261 17.5498 36.3613 7.00484 40.0096 35.1766 29.3565 27.8822 4.8445 15.9853 13.4832 14.3998 6.06544 6.75114 27.0582 21.1719 17.9105 67.0607 3.41501 8.11842 4.15507 14.3751 12.2363 7.61391
internal_count=3910 2923 987 849 652 2464 2239 197 575 76 459 421 499 488 52 225 171 165 81 77 331 239 168 2158 56 90 47 137 116 107
is_linear=0
shrinkage=0.00171462


Tree=159
num_leaves=31
num_cat=0
split_feature=1 39 12 51 3 13 49 156 47 50 4 16 43 0 42 131 160 43 13 15 150 16 3 41 51 44 122 474 3 43
split_gain=8.4778 3.14822 2.94786 2.79836 2.74924 2.5572 3.16443 2.07729 2.01334 2.9582 2.1162 1.72797 1.69046 1.67453 1.6551 1.84895 1.63918 1.58842 2.68383 1.54938 1.52882 1.37977 1.33823 1.34322 1.35887 1.32969 1.53612 1.16007 1.09408 1.09385
threshold=0.10113500000000002 0.005105000000000001 0.080120000000000011 -0.40274499999999996 0.31335500000000011 -0.09547499999999999 -0.081629999999999994 0.11896500000000002 0.090280000000000013 0.11551000000000002 -0.03614499999999999 -0.50763499999999995 -0.074254999999999988 -0.084304999999999977 -0.092964999999999978 0.088565000000000019 0.084100000000000022 -0.17307499999999998 0.16421000000000002 0.079360000000000014 0.12187000000000002 -0.30307999999999996 -0.15002999999999997 0.077550000000000022 -0.10145999999999998 0.086480000000000015 0.09197000000000001 0.085435000000000025 -0.12008499999999998 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 19 -3 7 11 16 8 9 10 -2 -4 29 -13 -12 20 21 18 -8 22 -16 -7 -1 24 -24 26 -5 -26 -19 -10
right_child=1 3 5 25 -6 6 17 -9 12 -11 14 13 -14 -15 15 -17 -18 28 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0018212948811945143 -0.0015086800962305776 -0.0040857185499184124 0.0029181378284880255 0.0034849444849748873 0.0031443283151303967 0.0020435198073315997 0.0017311418248271118 -0.0042530345444160653 -0.00098457050470302627 -0.0039584538077719672 -0.0020803563079285266 -0.0024610936081647123 -0.0025818734805954902 0.0005097753567297837 0.0033592045326488471 -0.0020613209263190099 0.0027101613617297993 -0.0011567873445967611 -0.0037550379527264799 -0.0038326918158686444 -0.00010140118230831069 -0.003788195765966014 -0.0030486876193647366 -0.0038381599494272654 -0.00036057535001614212 -0.0017045314314493554 -0.0015657064016704871 0.0025541963682661996 -0.0032852493604744984 0.0033562664947547308
leaf_weight=3.4144788105040851 3.3708889735862675 0.86735677346587081 1.6879379525780667 8.9267063429579085 3.1825565788894883 0.83376997336745295 2.5393847273662642 1.714443577453493 2.0428617186844353 1.7101104129105795 1.3473330456763566 5.1713115209713569 6.3121591936796886 4.7591827288269988 8.1715246420353633 1.2153867818415154 2.1916983500123024 3.562734122388064 2.1518188649788499 1.7178063979372371 2.0951360613107672 1.4544812226667989 2.2169037284329596 1.5628032870590676 17.383130363188688 0.83768217451870519 0.86263877525925714 1.9875911772251118 27.541128803044565 1.2059680242091415
leaf_count=34 79 10 21 288 117 10 44 63 39 34 18 159 101 45 157 17 25 59 106 47 26 46 78 44 232 11 8 24 1949 19
internal_value=0 0.000531553 -0.00144481 0.00215643 -4.54586e-05 -0.00195644 -0.00238736 -0.000393288 -0.000152407 0.000562476 0.00103971 -0.000462656 -0.00149158 -0.00103731 0.00170929 0.00215398 0.000476305 -0.00274577 -0.000785326 -0.000506076 0.00265299 -0.00166329 -0.000290963 -0.000602501 -0.000368261 0.0026659 0.00303988 -6.14964e-05 -0.00304145 0.000626751
internal_weight=0 43.8628 80.1762 11.4944 32.3684 51.8934 40.275 29.1858 27.4714 17.9104 16.2003 11.6184 9.56099 9.93049 12.8294 11.482 4.47995 35.7951 4.6912 28.2827 10.2667 2.28825 26.5649 23.1504 21.5876 10.627 9.78935 19.3707 31.1039 3.24883
internal_count=3910 987 2923 317 670 2464 2239 553 490 331 297 225 159 204 218 200 81 2158 150 459 183 56 412 378 334 307 296 256 2008 58
is_linear=0
shrinkage=0.00361425


Tree=160
num_leaves=31
num_cat=0
split_feature=1 12 1 13 0 1 4 42 2 14 15 4 1446 38 4 47 51 43 2 16 12 3 2 2 43 4 12 15 448 15
split_gain=19.7867 6.84981 6.169 5.75505 4.67541 4.17417 3.91062 4.99255 3.84299 4.55395 3.84873 3.53189 2.81081 3.05914 2.58322 4.16536 2.49145 2.25684 2.21864 2.173 1.91329 1.7612 1.71933 1.66626 1.64409 1.37623 1.35199 1.29527 1.22631 1.16771
threshold=0.094485000000000013 0.090840000000000018 0.13026000000000001 -1.0000000180025095e-35 -0.060094999999999989 1.0000000180025095e-35 -0.49837999999999999 0.092635000000000009 1.0000000180025095e-35 0.064610000000000015 -0.008624999999999999 0.22584000000000001 0.089820000000000025 0.13219500000000003 -0.16401499999999997 0.096475000000000019 0.12342500000000002 -0.46376499999999993 0.089910000000000004 0.18936500000000003 0.099170000000000022 0.11476000000000001 0.086245000000000002 0.10742000000000002 0.14198000000000002 -0.08100499999999998 0.098355000000000012 1.0000000180025095e-35 -0.06797499999999998 -0.46673499999999996
decision_type=2 2 2 2 2 2 2 2 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 11 12 5 21 17 19 20 10 18 -3 13 24 -5 16 27 -6 22 -8 -7 -1 -10 -21 28 -12 -13 29 -2 -16
right_child=1 2 -4 14 6 8 7 -9 9 -11 25 26 -14 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015950446893190529 -0.00025907712965126355 -0.0017078190693533167 0.001216370979935119 -0.0013720435790951068 0.00068594967530650574 -0.0016193621971559182 0.0012829063678532558 -0.0020651066950913154 0.00020344614477859612 -0.0017609781256265698 0.00069895307225084408 -0.0011231459136699104 -0.0017184739389600669 -0.0016991831835130636 0.00014822487410544408 -0.001146413939584582 -0.0011687573198560655 -0.0019290347433360043 0.00067466035845619951 0.00084888228429717068 0.00096798420501535882 -2.3797962926826128e-05 -0.0020895670593785117 -0.0014510095079372097 -0.00072360465249240926 0.002569673310762635 0.00055181785775413803 -0.00013900279328982442 0.0017323804029079702 0.0016813626992395988
leaf_weight=48.124242607504129 1.0827245041728151 10.980206929147249 5.0637919567525378 3.8328012544661787 1.3789236620068548 12.109514432027938 8.3420240357518178 2.5285193715244523 1.7579444274306295 4.264385610818862 2.6401276588439941 2.4977306723594657 1.0107761658728112 1.0224060602486122 2.0904902648180732 5.1082837581634513 1.9045395404100407 5.3887865319848087 3.7421626821160316 2.0505541935563079 1.0318418219685543 2.4963829591870299 2.8539561741054058 2.1434305962175131 1.0317087918519963 2.5934046879410753 4.476539570838213 2.3724702466279259 20.612653190270066 7.8924204930663118
leaf_count=1773 15 294 76 63 9 404 66 75 19 96 25 21 14 8 29 53 14 90 28 13 20 15 30 43 16 17 45 22 405 112
internal_value=0 0.000256257 -0.000561634 0.000648791 -0.000994238 -0.00119479 -0.000244518 0.000272887 -0.000667629 -0.000116579 0.000399506 -0.00106309 0.00126039 0.00138717 -3.91442e-06 0.000266827 0.000773087 -0.00139623 -0.000368826 0.000744462 -0.00141621 -0.00151756 -0.00121553 -0.000326529 0.00152602 0.00162596 -4.80454e-05 0.00107242 0.001633 0.00136031
internal_weight=0 70.9795 23.0183 47.9613 103.446 81.614 21.8322 15.0645 30.9933 17.852 13.5876 17.9545 24.7603 23.7495 23.201 19.3682 14.2599 6.76771 8.35406 12.536 13.1414 50.6206 4.6119 4.19398 22.7271 5.23353 6.97427 12.3554 21.6954 9.98291
internal_count=3910 1187 436 751 2723 2427 296 197 639 215 119 360 458 444 293 230 177 99 77 122 424 1788 49 56 436 42 66 163 420 141
is_linear=0
shrinkage=0.00182395


Tree=161
num_leaves=31
num_cat=0
split_feature=4 12 151 3 14 376 132 133 13 38 49 42 483 151 1 150 158 3 41 52 15 43 16 457 13 15 0 16 42 43
split_gain=7.71627 5.57288 2.4744 2.29477 2.23024 2.55917 2.97731 2.3217 2.20473 2.61595 2.18744 1.80966 1.73056 1.86614 1.71418 2.30245 1.48135 1.71502 1.67444 2.06103 1.80907 1.52719 1.41839 1.36175 1.35001 2.01152 2.04828 1.31275 2.21482 3.69749
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 0.077685000000000018 0.048375000000000008 0.080815000000000012 -0.069944999999999993 -0.10939499999999998 1.0000000180025095e-35 -0.22390499999999999 -0.089024999999999979 0.083960000000000021 -0.024429999999999997 0.11774500000000002 0.081245000000000026 1.0000000180025095e-35 -0.097604999999999983 0.078535000000000008 -0.15154999999999999 0.084785000000000013 -0.17307499999999998 -0.19424999999999998 0.084620000000000015 -0.094679999999999986 0.090325000000000003 -0.11524 0.28937500000000005 0.091735000000000025 -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 4 -2 10 5 6 7 -1 9 -9 -3 -7 13 23 15 -4 17 18 19 -12 -21 -19 -15 -10 25 26 -23 -26 -29 -30
right_child=2 3 14 -5 -6 11 -8 8 12 -11 16 -13 -14 22 -16 -17 -18 21 -20 20 -22 24 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.0036039811660195089 -0.002801511294937158 0.00079749713957630742 -0.00022854528117259432 0.00061454746787388017 -0.0028283657821063873 -0.00093232129967469593 0.0026413761605218939 0.0034260526534023103 0.0024176258208336212 -0.0018024542916825201 -0.003167856298887539 0.0027176178973023833 -0.0035401875851829522 -0.0035184255972867638 0.0027136503105004059 0.0032823735138046745 -0.0032856419647215927 0.00091668331693510311 -0.0032961164486429934 0.0011148382060616913 -0.002227615064255031 0.0024081682017661477 -0.00065097789905133984 -0.00049002773441132936 -0.0026745272236869296 0.0039290716125003847 -0.0031138331157369178 -0.0031609812270577114 0.0058570357835106071 -0.0032087498684444777
leaf_weight=2.1842957790941027 1.3057394735515142 3.1059647239744654 6.6382290143519658 4.3314928542822591 2.6488797673955551 1.7159117087721822 3.0437887720763674 2.8331158831715646 3.1730806333944299 1.3304930310696361 1.8745197821408499 5.1196022620424619 1.8330009877681721 1.8340356219560003 7.2480710139498106 2.4083074359223247 6.0870210453867903 1.5755969239398755 2.0052837310358873 6.9663487598299962 1.9638774050399659 0.87783797085285264 14.820563779212518 2.9319142736494541 24.388109168969113 0.77769275847822417 2.3022847734391645 1.6648679785430425 0.95438835211098194 0.76823769509792306
leaf_count=53 20 46 119 32 45 22 53 62 42 15 101 117 28 18 269 64 282 35 57 106 72 10 246 35 1686 14 96 95 30 40
internal_value=0 -0.000930974 0.00127262 -0.00154144 -9.33573e-05 8.41229e-05 -0.000261281 -0.000546832 -0.000314614 0.00175527 -0.00171027 0.00180138 -0.000665051 -0.000433495 0.00159909 0.000706108 -0.00185947 -0.00167123 -0.000714773 -0.000235695 0.000379788 -0.00203907 -0.000966747 0.00102123 -0.00218583 -0.000505162 -0.00158955 -0.00242531 -0.00063109 0.00181398
internal_weight=0 103.112 17.6003 59.6435 43.4687 40.8198 33.9843 30.9405 28.7562 4.16361 55.312 6.83551 24.5926 22.7596 16.2946 9.04654 52.2061 46.119 12.81 10.8047 8.93023 33.309 16.6546 6.10499 31.7334 3.95782 3.18012 27.7756 3.38749 1.72263
internal_count=3910 3438 472 2702 736 691 552 499 446 77 2670 139 369 341 452 183 2624 2342 336 279 178 2006 264 77 1971 120 106 1851 165 70
is_linear=0
shrinkage=0.00307586


Tree=162
num_leaves=31
num_cat=0
split_feature=4 12 48 50 9 39 3 43 52 453 1 14 1348 3 13 457 43 16 52 11 2 0 39 0 52 52 1 1 0 1
split_gain=22.4892 10.1403 5.56057 4.48434 4.46606 4.15528 3.39838 3.6315 4.16633 2.86562 2.8349 2.39588 1.95923 1.96111 1.93167 1.70352 1.84824 1.89394 1.67536 2.08246 2.42104 1.69472 1.48769 1.46651 1.64952 2.10144 1.43145 1.36299 1.17371 0.948067
threshold=0.28937500000000005 0.051320000000000005 0.11930500000000001 0.11901000000000002 -0.016839999999999997 0.14706500000000003 0.30601500000000009 -0.049504999999999987 -0.016329999999999997 1.0000000180025095e-35 0.087545000000000026 -0.22654999999999997 0.084895000000000012 -0.016619999999999996 -0.094679999999999986 0.081330000000000013 -1.0000000180025095e-35 0.0015250000000000001 0.11588000000000002 0.077330000000000024 0.099990000000000009 -0.084304999999999977 0.11290000000000001 -0.13027499999999997 -0.0058499999999999993 0.087465000000000015 0.090475000000000014 0.13562500000000002 -0.061129999999999997 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 14 7 8 10 29 -6 -8 13 -9 18 -16 17 -17 19 20 21 26 -12 24 -15 -26 -3 -25 -10 -2
right_child=2 5 -4 -5 6 -7 11 12 28 -11 22 -13 -14 23 15 16 -18 -19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.001272061989545875 0.00074114402963612104 -0.0012307602330053795 -0.0010308560995445722 -0.0010733469055250547 -0.00062767671806639885 0.0015123818430525086 -0.0011639765304472009 7.7099781560005653e-05 -0.0013779952803209092 -0.0011939289256376021 0.0015121979152322566 0.0011763126508268537 0.00045689667259548407 -0.0011071928481815056 -0.0013292122916180899 -0.001484107457781921 0.00057237394373724812 0.0003442027537977195 -0.0016503618690323042 -0.0015595399724193512 0.00066696415155695246 0.00030391019191132907 -0.0003352702068547056 -0.0015029820115070229 0.00054654043769173234 -0.00098397493843672967 0.00026883641185751559 -0.00023134636780131008 -0.00024462153481731922 0.0014711556240103191
leaf_weight=2.6214240081608287 5.3816684950143197 7.8469951786100882 3.8924984373152247 2.1884979233145705 2.5720892772078496 1.1093997880816449 1.1573820635676382 3.2278801575303069 4.0501012876629829 1.0359121039509762 4.4416397213935852 3.3506667483597985 1.9843149632215489 12.537560664117338 110.79677668772638 4.4995820447802544 1.8503141924738873 1.4808873459696767 4.1420520916581145 4.0435669235885134 3.1506459303200236 2.5223753079772022 1.0621016994118688 15.173993941396484 3.345998115837566 3.7316013015806675 1.4893362708389757 1.8607901819050301 3.2296744324266902 9.9973402116447669
leaf_count=57 81 101 38 18 27 19 9 29 40 8 91 69 21 94 2368 75 17 12 62 53 23 16 8 178 25 37 13 14 26 281
internal_value=0 -0.000982911 0.000493325 0.000812238 -0.000520642 -0.00119102 -0.000596776 -0.000689135 -0.000105822 0.00106363 0.000587693 0.000575474 -0.000903103 -0.000970776 -0.00121217 -0.00128454 -0.000652434 -0.00103138 -0.000842054 -0.000666331 -0.000425697 -0.000715998 0.00115568 -0.00106307 -0.000801654 -0.00026041 -0.000991544 -0.00136408 -0.000875174 0.0012157
internal_weight=0 207.279 22.4959 18.6034 64.3472 142.932 61.7258 57.2177 15.3556 16.4149 8.07583 4.50805 41.8621 39.8778 141.823 118.628 7.83078 5.98047 23.195 19.0529 15.0094 11.8587 5.50374 36.6499 19.6152 7.0776 9.33633 17.0348 7.27978 15.379
internal_count=3910 3484 426 388 725 2759 668 590 192 370 126 78 398 377 2740 2472 104 87 268 206 153 130 99 348 156 62 114 192 66 362
is_linear=0
shrinkage=0.00140232


Tree=163
num_leaves=31
num_cat=0
split_feature=1 52 484 403 1456 128 39 52 403 42 51 1365 480 15 48 4 133 15 133 11 43 16 49 475 1375 156 2 15 3 16
split_gain=7.36694 3.40647 3.10981 3.15059 2.87069 2.68885 2.73143 2.57684 2.62023 2.4833 2.23264 2.21857 2.26545 2.18543 2.88942 2.98363 2.4754 2.25226 2.22949 2.23152 3.66115 2.49823 2.20003 2.09803 2.04346 1.93174 1.91367 2.36438 1.72443 1.72357
threshold=0.094485000000000013 -0.42985499999999993 -0.0043499999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 0.084155000000000021 0.17829500000000004 0.090530000000000013 0.10269500000000001 -0.40274499999999996 0.084525000000000017 0.084870000000000015 -0.0063699999999999989 0.08407000000000002 0.27020000000000005 -0.09590499999999999 -0.13578499999999996 -0.085714999999999986 0.08184000000000001 -0.15648499999999999 0.15737500000000001 -0.085974999999999982 -0.086424999999999988 -0.089714999999999975 0.11877 -0.013084999999999998 0.084220000000000003 0.14320000000000002 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 9 8 13 11 -8 12 25 14 15 -5 -15 -16 -18 20 -20 26 -19 -4 -24 -6 -22 29 -25 -28
right_child=1 4 3 7 5 -7 10 -9 -10 -11 -12 -13 -14 16 17 -17 18 22 19 -21 21 -23 24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.0034928746869949704 -0.0035926916568682615 -0.0032348334694351486 0.0035528227904461358 -0.0035107003807393609 0.0015132219529966219 -0.0023111930003509658 -0.0039648522639431942 -0.0032179404969713671 -0.0029309129800313004 -0.0024146845181061308 0.0029087436775446615 -0.0034400424021908986 -0.0029052936993813096 -0.0035773242142822744 -0.0038000792139230846 0.0029328416591113842 0.0055059794259715994 -0.0028761456608648161 0.004867928640889559 -0.003853860213405608 -0.0034341096337141479 -0.0028034816364700854 -0.0018572922698726541 -0.0033155791389678051 0.0027504451594711288 -0.0033500917195571833 -0.00035386011193194966 -0.0007777030749094618 0.0045547548977653415 0.0037819443137713819
leaf_weight=8.2769106077030283 2.6224341141059986 2.382871967740356 0.6169564388692369 6.9356841882690778 22.973373973742142 3.3350844904780379 0.618506059050559 4.8519352553412309 4.9280728977173558 3.3561837561428538 9.9311922946944815 1.4490804690867651 1.6892133262008417 1.636847536079588 1.507018731907009 1.0149980019778011 1.2228298839181686 1.5782277192920435 2.4976464454084732 1.2825972735881794 1.0968314092606384 2.6649859510362139 1.526781491935252 11.667874223552641 5.3113492177799344 1.0524270758032788 1.6694161333143709 3.7469536866992712 0.35340371727943498 4.8440782185643805
leaf_count=485 143 67 6 376 443 71 7 250 239 68 319 21 34 106 46 17 15 22 20 21 36 47 14 778 83 14 13 90 2 57
internal_value=0 0.000300313 -0.00147399 -0.00119985 0.000518514 0.000719927 0.000966068 -0.000791705 -0.000520864 0.000433856 0.00250576 0.000785799 0.00102393 -0.000212663 -0.00111141 -0.00268811 0.000564807 0.000151853 0.000921176 0.000606252 0.000952533 0.000255123 0.000859479 -0.00276021 0.00172165 0.00130019 0.000972824 0.00144392 -0.00308421 0.00272193
internal_weight=0 49.4104 69.2314 60.9545 46.7879 44.4051 41.07 48.3163 43.4643 30.5203 10.5497 27.1641 25.715 38.5362 17.8741 7.95068 20.6622 9.92338 19.0253 17.8025 16.5199 14.0223 8.41636 12.6382 6.83813 24.0258 11.3573 10.2604 12.0213 6.51349
internal_count=3910 1187 2723 2238 1044 977 906 1452 1202 580 326 512 491 963 558 393 405 165 299 284 263 243 119 786 97 457 196 160 780 70
is_linear=0
shrinkage=0.00351016


Tree=164
num_leaves=31
num_cat=0
split_feature=4 12 12 48 50 9 39 1 13 52 47 14 13 457 43 16 48 3 11 52 2 15 49 15 0 1 43 0 52 52
split_gain=15.2605 7.01172 4.91722 3.74294 4.77255 3.49894 3.13295 2.55957 3.58613 5.19752 1.74463 2.47496 1.64169 1.79599 1.63711 1.83989 1.52896 1.45187 1.43207 1.59059 1.79782 1.38944 1.84039 1.42802 1.33963 1.26398 1.0522 1.83049 1.31894 3.55623
threshold=0.28937500000000005 0.051320000000000005 -1.0000000180025095e-35 0.11930500000000001 0.11901000000000002 -0.016839999999999997 0.14706500000000003 0.092550000000000007 -1.0000000180025095e-35 -0.0093349999999999978 0.096475000000000019 -0.46879999999999994 -0.094679999999999986 0.081330000000000013 -1.0000000180025095e-35 0.0015250000000000001 0.082070000000000018 -0.14818499999999998 0.077165000000000025 0.11588000000000002 0.099990000000000009 0.024640000000000006 -0.045004999999999996 -0.033649999999999992 -0.084304999999999977 0.090475000000000014 -0.074254999999999988 -0.070894999999999986 -0.42985499999999993 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 10 -1 12 17 9 -9 11 -4 18 26 15 -15 -11 -7 19 20 24 22 -10 -24 25 -3 27 -14 -29 -30
right_child=2 6 3 -5 -6 7 -8 8 21 16 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0017358473638837601 0.002123035286961446 -0.0017462476292364401 -0.001585672279208013 -0.0020427319647666406 -0.0025402685214677696 7.2750919755107003e-05 0.0021612785023992728 0.0019542797110048624 0.00067580466242366292 -0.0018241766798217777 -0.00074995468812913987 0.0019363819776795183 -0.001884454626161684 -0.0021180056886037401 0.00089090741258938608 0.00060448259986920665 0.0003021717061117291 -0.0014635651949322064 -0.0022416895341470788 -0.0023388357936994435 0.00073172471259362853 -0.0020346065140909885 -0.0017957900401618565 -0.00012913751658143776 0.00032613407483680814 0.00037835944723147238 -0.0020763585599176599 -0.0021387030905884968 0.0013282728887505921 -0.0014686025917990627
leaf_weight=2.1758446954190722 5.589095180854204 7.0831750668585318 0.95078856870532025 3.2746914438903323 1.8574388101696957 2.8257377482950714 0.88522972539067168 5.1156012341380137 3.0529395341873178 3.1487792357802391 1.8121863529086111 6.4090943709015828 32.93243046849966 3.7712007518857718 1.7775821276009072 1.4172740280628202 2.5316061060875654 26.419313324615359 4.1110388394445172 2.6754195671528569 3.1449542529880992 4.3453758582472792 5.5426255725324154 3.468505535274744 2.4008983597159412 1.390073414891958 48.412892948836088 2.8282143883407107 2.8364329338073722 5.633728962391614
leaf_count=57 201 101 11 29 13 24 19 133 29 25 13 159 850 75 17 12 36 294 65 50 23 41 49 37 16 13 1339 69 31 79
internal_value=0 -0.00137749 0.000502777 -0.000130308 0.000437496 -0.00079904 -0.00165706 -0.000896745 -0.000447002 0.000464836 0.00104052 0.00148138 -0.00168513 -0.00179384 -0.000796296 -0.00137434 -0.000876516 -0.00131512 -0.00116468 -0.000899465 -0.000624774 -0.00104691 -0.000691153 -0.00115427 -0.00101709 -0.0013977 -0.00186885 -0.00164172 -0.000934193 -0.000532003
internal_weight=0 179.927 19.8933 14.3042 11.0295 58.6263 121.301 56.4505 27.2054 10.796 9.17207 7.35988 120.415 99.6098 6.96606 5.18847 5.68039 29.2451 20.8056 16.6945 14.0191 16.4094 12.0641 9.01113 10.8741 8.47325 92.6437 44.2308 11.2984 8.47016
internal_count=3910 3484 426 225 196 725 2759 668 350 194 183 170 2740 2472 104 87 61 318 268 203 153 156 115 86 130 114 2368 1029 179 110
is_linear=0
shrinkage=0.00203712


Tree=165
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 40 48 3 3 52 150 3 1 47 4 4 12 52 150 122 2 15 4 4 375 47 14 13 43 3
split_gain=25.0423 7.3128 7.14673 5.5506 5.31414 4.30592 4.26682 3.9816 3.23088 3.22666 2.63123 2.34299 2.78654 2.12054 4.36107 3.21175 2.37887 2.14134 2.00222 1.95568 1.75411 1.66224 1.59331 2.7225 1.57962 1.45758 1.40668 1.34582 1.1468 2.01177
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 0.16699000000000003 0.22584000000000001 0.34489500000000001 0.11930500000000001 0.097615000000000021 -0.115685 0.13709500000000002 0.082085000000000019 -0.15121499999999996 0.085990000000000011 0.09252500000000001 0.0057500000000000008 -0.0010999999999999996 -1.0000000180025095e-35 -0.087094999999999992 0.084800000000000014 0.09197000000000001 0.12330500000000001 0.024640000000000006 -0.15796999999999997 -0.48072499999999996 0.087245000000000017 0.10843500000000002 -0.45282499999999992 0.068400000000000002 -0.074254999999999988 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 10 19 9 8 18 25 20 -1 22 14 15 16 -14 -18 21 24 28 27 23 -13 -2 26 -6 -4 29 -3
right_child=1 3 7 -5 6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082571713294763099 0.0016962628806338929 -0.0017871955394110188 0.00033507884387609069 0.0017058507091178559 0.00016304276558770265 -0.0021594097935967614 -0.0015906304161072086 0.00034307473291631224 -0.0015248363567866635 -0.0010580111145225652 0.0004167648716271141 -0.0014347464897731309 0.0014346705158049091 -0.0017888542939808695 0.0016805339107060957 -0.0017851073078402409 -0.0019720838850194062 0.00037918098956675331 0.0012364938073342793 -0.00060828411103074412 -3.8313404761482426e-05 -0.0016462924347253117 -0.0014266066437881751 0.0015485080742988998 -0.00041911497444589252 -0.00034776432772421303 0.0016159542687146158 -0.0012793209715989576 -0.0017637317513934799 0.00033723662471666727
leaf_weight=4.6180764436721793 17.083398438990127 2.8652937151491642 4.2635626588016731 5.0757424235343924 2.6536570601165321 1.1229939982295025 2.831870559602975 4.4896653145551673 68.106576137244701 2.6007950305938712 4.3237316720187655 2.1572879962623124 3.1126264110207575 1.967883888632058 4.3180620372295371 3.6272004954516914 1.9755371175706411 3.1477125436067555 1.6807713918387879 1.4046879857778538 3.7871889583766452 4.6708997618407011 11.100598772987723 1.7252253256738157 1.18277958780527 1.9277826398611058 9.7996286191046256 2.607930613681674 9.413197251036765 2.7255565188825157
leaf_count=36 335 56 40 80 27 8 30 25 2227 24 41 35 29 24 31 40 32 25 14 12 40 95 169 12 17 12 132 41 189 32
internal_value=0 0.000335124 -0.000997431 -4.47215e-05 -0.000251703 0.00121203 0.000421014 -0.00127978 -0.00136937 0.000756473 -0.000828345 -0.000355546 -0.000520194 -5.374e-05 0.000157277 -0.000397175 0.00021409 -0.000527472 -0.000568635 0.0014045 -0.00111484 -0.000831493 -0.00108521 -0.000109114 0.00155929 0.00108462 0.00130635 -0.000277633 -0.00138656 -0.000751528
internal_weight=0 68.7983 123.57 48.0044 42.9287 20.7939 19.8137 85.8194 81.3297 16.9819 23.115 37.7502 33.1321 18.149 16.1811 11.8631 8.23588 5.12325 13.2232 19.6709 18.7912 11.5424 14.9831 3.88251 18.2662 14.3811 12.4533 6.87149 15.004 5.59085
internal_count=3910 1035 2875 663 583 372 225 2442 2417 195 358 433 397 181 157 126 86 57 190 364 317 176 216 47 352 171 159 81 277 88
is_linear=0
shrinkage=0.00177022


Tree=166
num_leaves=31
num_cat=0
split_feature=1 4 2 484 42 42 160 43 1426 484 2 12 3 1 4 49 4 1375 13 133 52 3 159 151 1 52 123 130 1186 2
split_gain=7.23602 2.77882 2.54564 2.45588 2.99589 3.85411 2.54651 1.99852 1.9789 1.99642 1.96147 1.9269 3.47872 1.95387 1.88101 2.05632 1.82358 1.62141 1.87872 2.14285 1.60312 1.5714 1.41019 1.38757 1.36829 1.35811 1.32641 1.47414 2.48367 1.31644
threshold=0.10113500000000002 0.51224500000000017 0.14808000000000002 -0.0043499999999999988 -1.0000000180025095e-35 0.091955000000000023 -0.096329999999999985 -0.18906999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089785000000000018 0.090840000000000018 -0.005644999999999999 0.13026000000000001 -0.49837999999999999 -0.085974999999999982 0.11205000000000001 -1.0000000180025095e-35 -0.084084999999999979 0.065880000000000008 -0.42035499999999998 0.10223 0.073745000000000019 0.063570000000000015 0.08844500000000001 -0.088354999999999989 0.091310000000000016 -0.076814999999999981 0.085080000000000003 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=3 2 8 21 26 6 7 -6 -2 -10 17 12 -11 -13 -12 23 -7 -8 24 25 -17 -1 -14 -16 -19 -20 27 28 -5 -27
right_child=1 -3 -4 4 5 16 10 -9 9 11 14 13 22 -15 15 20 -18 18 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0029711692791917319 -0.0044268682659704892 0.0027301042865254294 0.0024097794460155382 -0.0021547463443770021 0.0045771308887289312 -0.0027693974596379018 -0.0031234273444961606 -0.0024741730077174535 -0.0020067703018737948 0.0024840588877924601 -0.0022822619652431491 -0.0014284984643541246 -0.00044784840050998557 0.0015709584539109823 -0.0026709819863692712 -0.001492044456638715 0.00029141215481194718 -0.002464275784044082 -0.0025270200219880356 0.0036710728082090848 0.0018344898780761803 0.00096829874616540196 0.0024195609702174791 0.00088102599046771936 0.0011945428111165366 -0.00042082101337035109 0.0015829671385245928 -0.0026169682319745593 0.0036528264533786784 0.0023221855699985593
leaf_weight=8.0767511893063748 0.86051158141344686 3.565798293799161 3.5105573562905183 1.913175023160876 0.3505239114165305 8.4174296353012306 1.9303079415112758 5.2399380495771757 3.7351979892700902 6.3255651667714128 1.5858717765659118 8.196262567304073 11.493048189207913 2.2659080643206826 1.8435625704005407 1.3161784783005757 1.961849259212612 4.1514512915164206 1.5893875276669849 1.4017533101141459 11.804766342043868 0.92212626896798688 1.5966838868334896 1.7544237561523912 1.0459441393613813 4.7248765090480438 0.78991626203060228 13.03359859716147 0.87819992844015349 2.0508915539830923
leaf_count=499 38 165 102 77 2 454 67 234 82 184 38 161 175 39 22 53 35 229 54 37 146 11 41 19 32 87 11 778 18 20
internal_value=0 0.000316974 9.04366e-05 -0.00116418 -0.000977876 -0.000635379 -0.000239577 -0.00203205 -0.000145752 -3.61524e-05 4.51087e-05 0.000210209 0.000743188 -0.000778873 0.000693486 0.00097575 -0.00219086 -0.000657389 -0.000339284 0.000399691 0.0015008 -0.00256749 -9.80822e-05 -0.000938978 -0.00172796 -0.000148496 -0.00203267 -0.00221315 -0.000327615 0.000409433
internal_weight=0 41.5495 37.9837 76.7829 67.784 51.1692 40.7899 5.59046 34.4732 33.6127 35.1994 29.8775 19.4153 10.4622 18.3048 16.7189 10.3793 16.8946 14.9643 9.76691 13.1209 8.99888 13.0897 3.59799 5.1974 8.36516 16.6149 15.825 2.79137 6.77577
internal_count=3910 987 822 2923 2413 1529 1040 236 720 682 804 600 400 200 278 240 489 526 459 198 199 510 216 41 261 161 884 873 95 107
is_linear=0
shrinkage=0.00285899


Tree=167
num_leaves=31
num_cat=0
split_feature=4 12 48 484 42 160 1213 52 133 160 150 43 3 475 50 14 9 42 151 4 16 159 453 1 0 151 32 51 401 47
split_gain=6.36595 4.40203 2.72536 2.08009 2.60733 2.7416 2.68087 3.10699 3.1484 2.85353 2.57747 2.71022 2.88183 2.2028 1.88534 1.86014 2.19407 1.84573 1.78738 1.62335 2.00276 1.62933 1.53057 1.43003 1.38411 1.32313 1.26708 1.4266 1.24963 1.20893
threshold=0.28937500000000005 0.080120000000000011 0.13342000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 -1.0000000180025095e-35 -0.42985499999999993 0.10681500000000001 0.093550000000000008 0.08882000000000001 -0.071214999999999987 -0.084129999999999996 -0.084944999999999979 0.14390500000000003 0.077685000000000018 -0.016839999999999997 0.091590000000000019 -0.024429999999999997 -0.0025899999999999994 0.081265000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.085110000000000005 0.18055000000000002 0.015440000000000001 0.084650000000000017 0.11024000000000002 0.082755000000000009 0.11291500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 14 -3 -5 28 13 -8 9 10 11 12 -9 -7 22 16 -1 -13 23 20 21 -20 26 -18 -22 29 27 -2 -6 -21
right_child=2 3 -4 4 5 6 7 8 -10 -11 -12 17 -14 -15 -16 -17 18 -19 19 25 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038795178992754161 0.003117110149923899 -0.0033106914347270314 -0.0033018031531070451 -0.0027089410966208548 -0.0035586672872355762 0.0039744632059290127 -0.0030928471427373932 0.00085830112574837548 -0.0030632224266026872 -0.0028156641624813676 -0.0019911518660151663 0.0013551157253998013 0.0054991460386181589 -0.0035393134105455165 -0.0037672687082491063 -0.0030333394050612466 -0.0025062632691734534 -0.0025964744144330804 -0.0025896966962057392 -0.0025920844109957432 -0.0028129519390178701 0.0016563731270890553 -0.0021756762565504667 0.0015797135637253196 0.0011411544114413243 0.0004501955094745329 -0.0017830890202714955 -0.0011372306694469871 0.0032804199894886686 0.0001353245593888407
leaf_weight=1.5955689894035447 10.025946172885588 7.5329476818442336 1.3128270916640747 12.856198682449756 5.1282092640176407 0.498640477657318 3.4504602691158679 2.6927538095042109 2.707955681718885 2.1853055469691745 2.3711259039118877 7.1010309271514416 3.6047740494832476 4.5568017652258304 0.66047210246324617 2.5084788249805561 1.119366593658923 1.684640892781317 1.1928050825372327 8.495657688938083 3.2868749415501943 8.1817304929718357 0.89064587093889791 8.3247411511838418 1.4784765578806398 3.3416875721886745 0.76576943881809789 0.99837485328316766 0.32741218339651812 2.4012385308742514
leaf_count=55 354 514 21 811 293 4 220 36 171 54 109 119 71 262 9 45 21 61 20 162 93 121 12 155 11 39 14 16 7 30
internal_value=0 -0.00103328 0.00136417 -0.00164989 -0.00139543 -0.000930342 -0.000538167 -9.52867e-05 0.000367536 0.000840576 0.00129834 0.00181546 0.00351477 -0.0027982 0.00182332 -0.000199432 -1.90887e-05 0.000597404 -0.000183554 -0.000609186 0.000205401 0.00111611 0.0021145 0.00109542 -0.00158617 -0.00141813 0.00243859 0.00273183 -0.00314823 -0.00199107
internal_weight=0 98.6249 14.654 56.6983 49.1653 36.3091 30.8535 25.798 22.3476 19.6396 17.4543 15.0832 6.29753 5.05544 13.3412 41.9266 39.4181 8.78567 37.8226 28.3785 14.1399 9.37454 12.6807 9.44411 4.76535 14.2386 11.7901 11.0243 5.45562 10.8969
internal_count=3910 3484 426 2732 2218 1407 1107 841 621 450 396 287 107 266 405 752 707 180 652 476 245 141 396 176 104 231 384 370 300 192
is_linear=0
shrinkage=0.00339402


Tree=168
num_leaves=31
num_cat=0
split_feature=1 484 1213 403 160 52 1212 133 4 160 12 475 52 0 1456 11 133 124 13 14 123 49 403 403 159 42 454 1374 160 151
split_gain=5.72252 2.42211 2.81198 2.69363 2.46321 2.54232 3.01144 2.9352 2.16919 2.13058 1.98838 1.97911 1.96611 1.97733 1.90661 2.07351 2.19468 2.03332 2.54517 1.79935 1.8711 2.03734 1.80412 2.1889 2.09454 2.4301 2.09851 2.15337 1.9492 1.71639
threshold=0.10398500000000001 -0.0043499999999999988 -1.0000000180025095e-35 -0.084084999999999979 -0.23730999999999999 -0.42035499999999998 -0.50114499999999984 -0.10260499999999999 0.51224500000000017 -0.079234999999999986 -1.0000000180025095e-35 -0.086004999999999984 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -1.0000000180025095e-35 -0.50873999999999986 -1.0000000180025095e-35 0.082845000000000016 1.0000000180025095e-35 -0.085974999999999982 0.090530000000000013 0.03138500000000001 0.10392000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.031805000000000007 0.094645000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 -7 -8 9 10 -2 -3 -11 14 -14 16 -16 -18 -19 20 21 29 23 24 25 -23 -27 -28 -29 -9
right_child=8 2 3 4 5 6 7 19 -10 12 -12 -13 13 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0030146730889629978 0.0017686527578148227 0.0039398572092059249 -0.0031009975772854823 -0.0030052072789065656 -0.0030198403890107674 0.013570180032423169 -0.0032992930854764688 -0.0030501478440541261 0.0032041168862093918 -0.0034914540662120777 -0.0031054500660709877 -0.0033871669267081638 -0.0036711075845870947 0.0035818769404187966 -0.0017535803316936546 -0.0023457146928933786 -0.0039329902059164427 0.0033717015903230634 0.0006191965565692188 -0.0036747025653402058 0.002540105441632304 -0.002707999107129972 -0.0033933284137045707 0.0040678977504513764 -0.0035567106099041721 -0.0038076394744221589 -0.0022303163028060276 0.00092132233820590743 0.0036266094494189385 0.0014679284945393739
leaf_weight=7.9993783072568467 1.3189488817006347 0.45820727944374073 5.2130324547179034 4.2861141962930551 3.7021593684330574 0.18849478662013908 3.1651088492944828 4.0052273115143171 3.027786490507423 1.3343275692313934 3.7946551237255326 7.2869601487182072 1.2436045669019318 2.6198933105915776 2.8139447309076955 2.3644572980701914 0.76686588674785738 6.7337933862582018 9.429792869836044 1.4103522598743428 3.7904371721670023 2.4470070349052611 1.4283517412841309 1.9234277885407198 1.5580880977213372 1.0646387552842664 2.0427843220532145 15.651847800239898 3.8882574904710046 1.3032040847465394
leaf_count=520 23 4 393 256 221 1 202 64 165 85 67 543 30 87 48 33 7 201 141 31 80 108 49 33 64 26 49 313 44 22
internal_value=0 -0.00123934 -0.00102023 -0.000757824 -0.000522265 -0.000298546 -6.88829e-05 -0.000127742 0.000436028 0.000177512 -0.00184828 -0.0029537 0.000556872 0.000764854 0.000448815 0.000680557 0.00104296 0.00150777 0.0017659 0.000120034 0.0002569 1.18237e-05 0.000357316 0.000544789 0.000290538 0.000529409 0.000879203 0.0011104 0.00145964 -0.00194097
internal_weight=0 72.8131 64.8137 57.0685 51.8555 47.5694 43.8672 43.6787 35.4481 32.4203 5.1136 7.74517 27.3067 25.9724 23.3525 22.1089 19.7444 16.9305 16.1636 40.5136 39.1033 35.3128 30.0044 28.5761 26.6526 25.0945 22.6475 21.5829 19.5401 5.30843
internal_count=3910 3023 2503 1956 1563 1307 1086 1085 887 722 90 547 632 547 460 430 397 349 342 883 852 772 686 637 604 540 432 406 357 86
is_linear=0
shrinkage=0.00341965


Tree=169
num_leaves=31
num_cat=0
split_feature=1 12 150 0 4 4 1 51 40 2 14 48 453 2 159 47 132 1374 52 1 4 47 1 455 403 16 0 2 48 48
split_gain=17.8397 6.89152 5.1367 4.33066 4.32904 4.32366 3.92778 3.82484 3.64945 3.46565 3.81432 4.48186 3.39119 2.75484 2.21487 2.09877 1.87746 1.59507 1.52949 1.49766 1.21728 1.18531 2.85855 1.20002 1.18217 1.50697 1.90625 3.32934 1.74563 1.82212
threshold=0.094385000000000011 -1.0000000180025095e-35 0.081245000000000026 0.047345000000000005 -0.49837999999999999 0.22584000000000001 1.0000000180025095e-35 -0.40274499999999996 0.34489500000000001 1.0000000180025095e-35 0.064610000000000015 0.085790000000000019 1.0000000180025095e-35 0.114165 -1.0000000180025095e-35 0.11939500000000002 0.079995000000000011 1.0000000180025095e-35 0.10433000000000002 0.11215000000000001 0.0033150000000000007 0.096300000000000011 0.12811000000000003 0.091630000000000017 -1.0000000180025095e-35 -0.50763499999999995 -0.084074999999999997 0.085255000000000011 0.088875000000000023 0.099575000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 18 13 24 -2 21 16 11 -11 14 -3 -7 19 -8 -4 -5 -16 -13 23 -23 -9 -1 -26 -27 -28 -29 -30
right_child=1 2 17 4 -6 12 9 8 -10 10 -12 20 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 28 29 -31
leaf_value=-0.0020816511497213728 -0.0023556352565022327 -0.0015189445812596805 0.0013274247941545989 -0.0023528317772713121 0.00087838166325907604 -0.0015556641033223249 -0.00175996529652104 0.0020813954188810633 -0.0023582381267273755 0.0010607292252045814 -0.001966168903795838 -0.0019108492974043549 -0.002318163762548296 0.00016717637442044037 0.00038198476227405023 -0.001061187148549903 0.001261209771396884 -0.0011577325239124474 5.4206794322747215e-05 0.0020079557916700811 4.3642554861267562e-05 -0.00064219856323493891 0.0025460238254094891 -0.00046725754554280147 0.00040479164141466861 -0.0019389600239356469 0.0024663938953261807 -0.0015174227305324508 0.0020197608733165812 -0.0015627921003381919
leaf_weight=15.025767810642717 1.1412527859210992 16.351264700293545 9.4046421311795694 3.148738043382763 8.1066297478973848 1.5938604678958643 11.505864838138223 12.854903519153599 0.97454518079757591 10.069874428212644 3.879696160554885 3.4993144609034053 1.7545739449560631 5.1523275487124911 3.8545834049582464 1.72771656513214 0.89645117521286088 1.1746574155986298 1.6146874967962501 5.6442387029528618 2.0391734167933464 2.5948446951806536 2.0238748975098133 0.79302808456122953 1.7550506219267834 19.055890619754784 1.0445648618042565 13.467401312664149 1.2495685666799539 1.0617147386074064
leaf_count=666 10 385 142 58 73 19 404 316 8 97 96 42 20 73 32 17 18 14 13 91 15 27 28 13 26 640 22 495 19 31
internal_value=0 0.000245518 -0.000180588 -0.00110219 -1.55562e-05 -0.00054187 -0.00126759 0.00122092 0.00143306 -0.000710675 -0.000181875 0.000261638 0.000303633 -0.00111494 0.000662447 0.000977358 -0.00154159 0.00105149 -0.0015369 0.00134814 -0.00119124 0.00163533 0.000754847 0.0019333 -0.00160485 -0.00141449 -0.00150348 -0.0010102 -0.00124035 0.000374074
internal_weight=0 67.0403 46.6579 97.4204 12.8701 36.0786 84.5503 20.3824 19.2412 31.8904 19.4881 15.6084 14.575 21.5036 12.8204 11.2265 12.4023 10.5793 4.76343 9.49882 5.53849 18.2667 4.61872 13.6479 52.66 37.6342 35.8791 16.8232 15.7787 2.31128
internal_count=3910 1195 793 2715 144 637 2571 402 392 672 250 154 179 458 159 140 422 156 71 123 57 384 55 329 1899 1233 1207 567 545 50
is_linear=0
shrinkage=0.00201077


Tree=170
num_leaves=31
num_cat=0
split_feature=1 47 52 12 52 0 4 480 15 13 42 48 3 376 1 49 43 4 16 474 16 13 159 123 1 150 457 457 3 151
split_gain=24.5065 6.85754 6.41431 5.96725 4.69695 3.34753 3.75979 2.992 2.52279 2.64077 2.47055 2.27711 2.21728 2.45147 2.13934 2.125 2.03401 2.50394 1.90046 2.36695 1.87985 1.86067 1.84873 1.81145 1.80887 1.76344 1.72461 1.94081 1.63672 1.44543
threshold=0.10113500000000002 0.087850000000000025 -0.27466499999999994 0.080120000000000011 0.12539500000000003 -0.060094999999999989 0.39574000000000004 0.086640000000000009 0.024640000000000006 -0.071149999999999977 0.092635000000000009 0.12862000000000004 -0.15121499999999996 0.048695000000000009 0.13702500000000004 -0.14750499999999997 -0.18906999999999999 -0.51381999999999983 0.081265000000000018 0.084655000000000022 -0.040439999999999997 -0.37340499999999993 -0.094429999999999986 0.08128500000000001 0.092550000000000007 0.11016500000000001 0.083995000000000014 0.092565000000000022 -0.115685 -0.084389999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 6 26 8 11 -10 16 -4 -1 18 23 -11 -7 -18 19 25 -16 -19 -6 -3 -15 -14 -5 29 -23 -28
right_child=1 14 4 5 22 10 -8 -9 9 15 -12 -13 13 24 20 -17 17 21 -20 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00065159633660437203 -0.0014493548210219149 -0.0009989367887056743 0.001568649347540735 -0.001474028477569958 0.00057635533998321711 0.0018936984014745815 0.0019151740469401293 -0.0013361211510143263 0.0017798214949928904 0.00076785531396562315 -0.0017881783564932796 -0.00063178941029319569 -0.00093893688623484335 -0.00025408148608131417 0.0016846299208921054 -0.0016436488514955348 -0.0020083556492726763 0.0015316459995444185 -0.0017276236321053372 0.00074720840361473437 -0.00055660266332460413 0.00027393470909746221 -0.0012325519316425115 0.00068911885385423977 0.0016689112714642351 0.00078011544195483238 -0.0007012850537913743 -0.0017780660736914933 -0.0014641623989346789 0.0013213805027764397
leaf_weight=4.7508168481290332 3.6315819900482884 13.827898219227793 24.792393967509273 65.889614643529058 2.8212433494627476 1.2527425400912751 0.97508590668439765 1.3313249349594105 2.130683571100235 1.9225263483822344 3.1658102069050065 1.3911703526973713 18.888830062001954 4.0660107918083659 2.0937151461839676 2.1887056827545157 2.0753069706261131 1.8402261137962312 4.8432966191321603 3.2605168744921675 2.0991983339190474 4.0639602616429302 3.6041743494570246 2.0437263660132876 2.0664381347596645 1.8336797319352616 2.4067556858062744 2.3510748129338026 2.4218407925218397 1.6806025058031071
leaf_count=38 86 180 479 2153 39 8 10 12 24 25 78 11 221 32 24 24 25 9 95 30 18 31 38 27 29 14 37 56 45 12
internal_value=0 0.000309619 0.000680701 -0.00095984 0.00087321 -0.00120257 -0.00134924 0.00112285 0.00122381 0.000267705 -0.000477116 0.00145174 -0.000421179 -0.000566966 -0.00050069 -0.000515962 -0.000120968 -0.000363616 -0.00077138 -0.000578269 0.000562548 4.63446e-05 -0.000438305 -0.000781573 0.000393905 -0.000786823 -0.00139324 -0.000566516 -0.000375082 0.000130376
internal_weight=0 63.8783 43.8138 127.833 40.1822 88.123 73.3031 33.7568 32.4255 6.24192 14.8199 26.1836 39.7096 34.9588 20.0645 4.11123 11.6541 10.4013 28.8263 23.983 4.19291 8.32603 6.42542 15.8716 6.13245 20.7225 72.328 6.43843 6.4858 4.08736
internal_count=3910 987 738 2923 652 2464 2268 575 563 73 196 490 459 421 249 49 118 110 360 265 42 85 77 207 61 235 2258 105 76 49
is_linear=0
shrinkage=0.0016736


Tree=171
num_leaves=31
num_cat=0
split_feature=1 52 484 403 47 15 52 52 1213 15 0 4 11 4 48 9 4 52 13 43 15 42 16 49 39 4 4 1 0 457
split_gain=5.62364 2.79586 2.54823 2.58683 2.45662 3.17708 2.89772 2.03136 2.08815 2.50378 2.49832 2.22995 2.09486 2.08884 2.00813 1.78805 1.81189 1.7011 1.63337 2.12112 2.44885 2.16536 2.03862 1.6308 1.57787 1.7495 1.51594 1.4856 1.48456 1.3983
threshold=0.094385000000000011 -0.42985499999999993 -0.0043499999999999988 -1.0000000180025095e-35 0.09252500000000001 0.024640000000000006 0.12539500000000003 0.11401500000000002 -1.0000000180025095e-35 -0.0063699999999999989 0.024745000000000003 -0.0031049999999999997 0.08184000000000001 -0.0021099999999999995 0.12862000000000004 0.084755000000000011 -0.49269499999999994 -0.080899999999999986 0.16421000000000002 -0.16369999999999998 0.085285000000000014 0.08622500000000001 -0.27337499999999998 -0.0090499999999999973 0.11742500000000002 -0.029114999999999999 -0.59419999999999995 0.10956 -0.10303999999999998 0.51789000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 17 5 6 14 8 -5 10 11 -10 15 -13 29 16 -11 -4 19 -18 -21 22 -22 -15 25 -6 -9 -7 -29 -3
right_child=1 4 3 7 24 27 -8 26 9 12 -12 13 -14 23 -16 -17 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0023818886211601086 -0.0024998194785445836 0.0018661721439759437 -0.00014693491901231006 -0.0024987930589043645 0.0016580255944685831 -0.0019771619185766699 -0.00084464536267341375 0.0040920574718040286 -0.0022086347444205817 -0.0011160826853715842 0.0028403673462999109 0.0032412773453342814 -0.0026585033864799435 0.00038956820386038178 -0.0014900111289535014 -0.00254415559841245 0.0042287678182744669 -0.0024256542193825882 -0.0017167504605694371 0.0018647636915305851 0.001742352650685896 0.0022716762828265884 -0.0026760076442256023 -0.0017819059230066777 0.0020781357160721148 -0.0011854733977004286 -0.0021885969134445684 0.0021436396424846637 -0.00087770654086548609 -0.0016318305172177874
leaf_weight=6.798175790347158 2.2457978008314958 17.202520887367442 2.5865672524087122 2.4991190703585735 1.4740098435431708 3.1696479376405469 3.7066540326923123 0.24042120575904835 6.5699612661264792 2.5181562323123279 1.0144464634358872 0.88063802663236757 1.2482896130532015 4.0445411996915928 1.2418551109731186 1.0117009161040176 1.3875447381287873 8.1059277374297363 1.1159397764131416 7.7996131945401412 0.85451169498265134 1.2865912578999994 2.3276275200769274 4.2404964659363058 1.2201969493180502 10.670924837701021 5.3187891803681842 1.5491171572357414 2.6192642292007804 0.7123290803283443
leaf_count=484 144 546 78 199 24 112 71 1 321 42 11 13 26 56 12 35 9 705 25 110 8 31 104 171 16 189 286 19 56 6
internal_value=0 0.000162176 -0.00096874 -0.000794232 0.000299399 0.000685868 0.00113541 -0.000533855 -0.000335679 -0.000186757 -0.000880915 -0.00112082 0.000407985 -0.000341071 0.00151853 0.000617139 0.000802118 -0.00187442 0.00112911 0.00136167 0.00103741 -0.000406641 -0.00148953 -0.000721848 -0.000573913 -0.000840363 -0.00191698 -0.000714784 0.000245132 0.00172708
internal_weight=0 45.8123 61.8491 55.0509 43.5665 30.2014 22.8634 44.3584 38.7992 36.3001 16.7501 15.7356 19.55 9.16568 19.1567 18.3017 17.29 10.6925 14.7718 13.6559 12.2683 4.46873 3.18214 8.28504 13.3651 12.1449 5.55921 7.33803 4.16838 17.9148
internal_count=3910 1195 2715 2231 1051 822 635 1448 1161 962 572 561 390 240 564 364 329 783 287 262 253 143 112 227 229 213 287 187 75 552
is_linear=0
shrinkage=0.00244652


Tree=172
num_leaves=31
num_cat=0
split_feature=1 0 39 3 1348 484 51 52 3 15 11 48 0 150 13 16 484 2 0 15 41 16 47 14 1 151 52 4 1212 16
split_gain=5.02102 3.21546 3.02564 3.05607 2.66454 2.38209 2.00971 1.89347 2.04036 2.27784 3.07219 1.60565 1.51761 1.26175 1.2576 1.54937 1.24131 1.58725 1.76691 2.46469 1.21605 1.18186 1.18133 1.59936 1.32114 1.17199 1.14425 1.19641 1.2403 1.44684
threshold=0.077800000000000022 -0.070894999999999986 0.005105000000000001 0.31335500000000011 0.090050000000000005 -0.0043499999999999988 -0.40274499999999996 -0.42985499999999993 -0.10315499999999998 0.024640000000000006 0.08184000000000001 0.088875000000000023 -0.26606499999999994 0.10117000000000001 -0.10023999999999998 -0.50763499999999995 0.097755000000000022 0.089910000000000004 -0.25490999999999991 -0.074174999999999977 0.079160000000000008 -0.25582999999999995 0.080860000000000015 0.082845000000000016 0.11831500000000002 -0.0088999999999999982 -0.26295999999999992 -0.084009999999999987 -0.46965499999999993 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 13 -4 -7 9 10 -9 21 -10 -2 15 -1 17 26 -19 25 -12 -3 23 -8 -24 -20 -14 -28 -29 -30
right_child=2 11 6 -5 -6 7 22 8 12 -11 20 -13 16 -15 -16 -17 -18 18 19 -21 -22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=0.0028421917408522281 -0.0034104173887741815 0.0020790202004872791 -0.0037403197102518848 0.0029388182740376599 0.0032817633458406851 -0.0034172265921734325 0.0029401503631896631 0.0038889262352734765 0.0034410889222895279 -0.0021835648315288118 0.0021911319790378745 0.0022896449017263116 0.0021317498620988416 0.0014929737479946934 -0.0026754500259402987 -0.0018692965038244879 -0.0035924449026946358 -0.003074712367778547 0.00054604312531513161 -0.0010237622935508413 -0.0018245659344793264 -0.0012064776136900305 -0.00178800363246204 -0.0033014669724432677 0.0020419760366235324 0.0037109185533167766 0.0011803048324470129 0.0037648809854718248 3.4349546234149983e-06 -0.002716054282346371
leaf_weight=1.0622838195413349 4.9129538447596124 1.3946965234354127 0.79412497207522292 2.870117710903286 1.8921081768348802 2.3475823663175097 7.1486225165426713 3.9702987223863513 0.93724271468817733 1.9744428377598522 1.3274658601731064 2.2318574860692015 0.96667773462831874 0.66797249577939499 20.160142550244931 2.9650787245482197 1.783248116262256 1.5631762482225884 2.3509989064186803 4.6615320621058336 2.3247901322320104 10.191985716577618 1.8455837154760955 0.49164766445755947 2.2268497105687857 2.9639839632436633 1.5271972818300081 0.41279716603458183 2.7953378930687842 10.158191354014004
leaf_count=11 199 21 10 123 29 165 294 75 21 62 34 44 12 8 1571 75 48 25 24 67 39 303 25 7 42 45 52 12 31 436
internal_value=0 -0.00159836 -6.63695e-05 -0.000419405 -0.000613973 -0.00076868 0.00141298 -0.000496053 -0.000323391 0.00102071 0.00185071 -0.000310209 -0.000751652 -0.00282354 -0.0023343 -0.000626563 -0.000886306 -0.000710184 0.000234342 0.000752823 -0.000365002 -0.000811 0.00176237 0.00253851 0.00030627 0.00231099 -0.00139741 -0.00162647 -0.00194717 -0.0021292
internal_weight=0 38.006 64.9149 52.4081 49.538 47.6459 12.5068 42.065 39.7174 9.597 7.62255 13.8185 30.1204 5.58093 24.1875 4.02736 29.1831 27.3999 11.5397 9.97651 3.65226 11.5867 11.7127 7.64027 4.07243 5.31498 15.8602 14.8935 13.3663 12.9535
internal_count=3910 2025 1885 1507 1384 1355 378 1148 983 210 148 368 773 207 1657 86 752 704 161 136 73 324 368 301 67 69 543 531 479 467
is_linear=0
shrinkage=0.0033474


Tree=173
num_leaves=31
num_cat=0
split_feature=1 47 12 52 52 0 16 50 15 48 42 457 48 159 3 41 43 51 474 0 48 43 52 2 16 40 1 12 159 133
split_gain=18.6519 5.39492 5.3798 5.0547 3.85587 2.88819 3.30087 2.57346 2.51443 2.33009 2.26793 2.15222 2.14535 2.06419 1.99303 1.95759 2.27256 2.33961 2.06459 1.95294 1.95151 1.90983 2.21379 1.96894 2.18831 1.70468 1.75153 1.62182 1.59559 2.09526
threshold=0.10113500000000002 0.087850000000000025 0.083325000000000024 -0.27466499999999994 0.12539500000000003 -0.060094999999999989 -0.50763499999999995 0.10976000000000001 0.083185000000000023 -0.088799999999999976 0.092635000000000009 0.083995000000000014 0.083775000000000002 -0.094429999999999986 -0.15464999999999998 0.077550000000000022 0.0050750000000000005 -0.10145999999999998 0.084655000000000022 -0.037619999999999994 0.12862000000000004 -0.18906999999999999 0.11588000000000002 0.091985000000000011 0.26538000000000006 -0.080519999999999994 0.077800000000000022 0.11540500000000002 -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 8 -2 7 6 -4 9 14 -5 21 -8 -13 -6 -1 16 17 -16 25 28 27 -7 23 -23 -25 -19 -27 -11 -3 -30
right_child=1 19 5 4 13 10 11 -9 -10 20 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0008431396718639794 -0.0014546309626873358 -0.0019628665092687302 0.00037406238099211333 -0.00055042030723976123 0.00079608398705541879 0.0020869053064055333 -0.0016368063489122589 -0.00083113340189386634 -0.0019400989487432013 0.0017941525541200927 -0.0019331330908780552 -0.0019058346902044619 0.00052659445698364539 -0.0013715464649739757 -0.0019160946321032163 -0.0019771350045637644 0.0016891503894028491 0.00055407565253040862 0.001060706300201168 0.001103825162537937 3.8518017322542346e-05 -0.0014720215383894166 -0.0022297982443446746 0.0015179105547412928 -0.00090420848866371994 -0.0017983592500711244 -0.00040217537182208343 0.0002442633233270672 -0.0019638694469388458 -0.00011215238315961426
leaf_weight=4.5704226531088343 3.3044323772191992 2.7898756582289996 3.2061000335961571 2.0797583386302056 2.5421139560639858 1.189980387687682 50.867053782567382 2.0042219571769229 3.2933996077626935 20.633907066658146 2.7768900599330655 1.9340165965259064 3.1611535511910915 3.3958990871906272 3.1379105709493258 2.5285962484776965 1.769992135465144 4.3507158495485951 3.4317956045269957 2.2324461694806805 2.8804030045866957 1.9977089315652827 1.7082775030285118 3.4223189763724804 1.930769784376025 3.8634582608938137 12.907781653106211 2.5055526457726947 2.4762307573109927 11.027953000739208
leaf_count=41 86 54 44 25 39 8 2051 25 75 455 78 62 30 38 77 50 14 54 35 26 34 24 16 26 40 75 123 36 23 146
internal_value=0 0.000317601 -0.000954173 0.000698724 0.00089615 -0.00125034 -0.00142106 0.00116041 -0.000417685 0.00130246 -0.000474864 -0.0015239 -0.000396703 -0.000443565 -0.000280546 -0.000441086 -0.000309252 -0.000436986 -0.000247959 -0.000491821 0.00145056 -7.97588e-05 -0.000364367 6.91469e-05 0.000644293 -0.000460585 -0.000723803 0.00162633 -0.00071044 -0.000451697
internal_weight=0 57.8728 112.048 39.3463 36.0419 72.1943 59.1683 30.1038 39.8541 28.0996 13.0259 55.9622 5.09517 5.93801 36.5607 31.9903 29.4617 27.6917 24.5538 18.5265 26.0199 10.2491 9.05908 7.3508 5.35309 21.122 16.7712 23.1395 16.2941 13.5042
internal_count=3910 987 2923 738 652 2379 2187 575 544 550 192 2143 92 77 469 428 378 364 287 249 525 114 106 90 66 252 198 491 223 169
is_linear=0
shrinkage=0.00181913


Tree=174
num_leaves=31
num_cat=0
split_feature=4 1213 403 484 11 160 52 133 150 52 14 151 1374 475 1 0 0 457 133 43 124 13 133 151 1 150 4 42 123 1456
split_gain=4.67211 3.30138 3.07742 3.31765 3.30336 3.41501 2.8043 2.76878 2.74081 2.14927 2.46435 2.01153 1.94819 1.80644 1.75436 4.13318 4.20008 2.13041 1.81843 1.7918 1.72038 2.01438 1.97398 1.63503 1.36202 1.92426 1.35289 1.32426 1.32773 1.21496
threshold=0.27020000000000005 -1.0000000180025095e-35 -0.084084999999999979 -0.0043499999999999988 0.08184000000000001 -0.40446999999999994 -0.42985499999999993 -0.26719999999999994 0.10117000000000001 -0.40891499999999997 0.08840000000000002 -0.27336999999999995 0.09309000000000002 -0.086004999999999984 1.0000000180025095e-35 -0.084074999999999997 -0.083424999999999985 0.53894500000000012 0.10681500000000001 0.15364000000000003 -0.50873999999999986 -0.094129999999999978 0.048655000000000011 -0.086909999999999987 0.11774500000000002 0.081245000000000026 -0.59419999999999995 -1.0000000180025095e-35 0.088305000000000008 -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 13 -3 8 5 26 -7 -8 -4 -9 12 -2 14 -1 15 19 -17 20 27 -11 -16 -22 23 -23 25 -13 -5 28 -18 -25
right_child=11 2 3 4 -6 6 7 9 -10 10 -12 24 -14 -15 17 16 18 -19 -20 -21 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0033230503609278381 -0.002683863336302857 -0.0027805950857417317 -0.0027295238300115562 0.0044241749943493974 -0.0029265252115398049 -0.0025247869468058241 -0.0030745915062268992 0.0049739910886233219 0.0020079787798542329 -0.0024968283993557034 -0.0035207792954049491 -0.00029121697812562608 -0.0031148744697302097 -0.0029906016215169953 -0.0029605111256270425 0.0081699598762742381 -0.0030831962550065652 -0.003151610386789979 -0.0024007073704924759 0.0018262314691711412 0.0032058724854329857 0.0026081743461769855 0.0031431745302101946 -0.0030704640394288302 0.0024498290514228097 0.0030960478976045265 -0.0029977176614322826 0.0015501634759889015 0.0021648458013880994 0.00044529576065373418
leaf_weight=0.41278955340385426 1.1678359769284714 5.2746467776596537 7.9975620605982822 0.22333192825317372 3.6677977587096384 3.221319241449236 2.0192340593785039 0.88061743788421054 1.2108695469796655 6.1150103718973723 1.3779212217777956 5.865785767324267 1.2789599467068899 7.1497734505683175 0.84460466727615013 0.65239174012094636 1.1827795803546886 1.0216825492680062 1.5854002898558963 0.9545312738046049 4.0298844045028046 3.0057355575263633 3.0737521443516007 0.8941934192553348 5.5080870315432549 1.9160738606005905 3.9942297018133095 7.4346972415223718 0.63966773450374592 15.861539916601014
leaf_count=4 20 431 502 1 142 214 139 12 18 263 20 119 29 579 10 13 65 14 31 10 89 44 115 37 269 64 248 101 4 303
internal_value=0 -0.000794278 -0.000615757 -0.000459694 -0.000222589 -5.80964e-05 0.000133445 0.000295462 -0.00210656 0.000429329 0.000349211 0.0010087 0.000458991 -0.00264598 0.000555635 -0.000147484 0.00093841 0.00100995 0.000503291 -0.00191313 0.00116339 0.00129304 0.000955467 0.000615186 0.00133318 0.000542806 -0.00260471 0.00100064 -0.00124117 0.000257672
internal_weight=0 86.0049 78.4424 73.1677 63.9593 60.2915 56.0739 52.8526 9.20843 50.8334 49.9528 14.4578 48.5748 7.56256 47.2959 18.5645 11.4949 28.7314 10.8425 7.06954 27.7097 26.8651 22.8352 19.7615 13.2899 7.78186 4.21756 9.25714 1.82245 16.7557
internal_count=3910 3438 2855 2424 1904 1762 1513 1299 520 1160 1148 472 1128 583 1099 487 214 612 201 273 598 588 499 384 452 183 249 170 69 340
is_linear=0
shrinkage=0.00293457


Tree=175
num_leaves=31
num_cat=0
split_feature=1 1426 4 1213 159 484 403 2 52 133 457 14 475 1348 11 160 43 16 12 159 130 1374 42 9 49 150 133 124 151 12
split_gain=4.07388 1.98708 2.28956 1.98063 2.09885 2.01828 2.18239 1.71665 1.60178 1.88077 1.87608 1.64117 1.5644 1.52653 1.51468 1.61167 1.69643 2.19817 1.45255 1.64326 1.49815 1.6243 1.62255 1.62383 1.84844 1.43641 1.69092 1.37243 1.30642 1.30269
threshold=0.10113500000000002 -1.0000000180025095e-35 0.50657000000000008 -1.0000000180025095e-35 -0.034019999999999988 -0.0043499999999999988 -0.084084999999999979 0.14808000000000002 -0.42035499999999998 -0.24098999999999995 -0.066264999999999991 0.078335000000000016 -0.086004999999999984 0.093200000000000019 0.088315000000000018 -1.0000000180025095e-35 -0.069494999999999987 0.050115000000000007 0.10257000000000001 0.10519500000000001 -0.088449999999999987 -0.094679999999999986 -0.09602999999999999 0.084755000000000011 -0.085974999999999982 -1.0000000180025095e-35 -0.0087799999999999979 -0.085174999999999987 -0.12074999999999998 0.11742500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 12 -5 -6 -7 13 -8 -10 -11 18 -1 14 15 -3 29 25 19 20 -12 -22 -23 24 -24 -18 -27 -28 -26 -17
right_child=1 2 -4 4 5 6 8 -9 9 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 21 22 23 -25 28 26 27 -29 -30 -31
leaf_value=0.0032948762852253021 -0.004853733674314591 -0.001437681023198501 0.0025224376778033766 -0.0025766488536708597 -0.0027162673821048882 -0.0025040589137166743 -0.0024129385798350705 0.0023797411964263573 -0.0030378943076665565 -0.0022569118066852558 -0.0032334443245939423 -0.0031057989457814292 -0.0028851409848569837 0.0035431573617769781 -0.0025636042382634148 0.0021814992746643468 -0.0025960246271535415 -0.0028474090166366577 -0.0018193356243924731 -0.0025093083387008192 -0.0017736478662554449 -0.0021585853761117071 -0.00086959422782380421 -0.0019872783939767769 -0.0012195744305679291 -0.0018576114094032853 -0.0022602229445390126 0.0019353448571827424 0.001820964139129888 -0.0012867284719756153
leaf_weight=0.37799793481826771 0.6371556855738153 5.3872027052566542 3.8977047307416788 5.1510134348645797 3.6306782942265263 4.0377480317838481 2.7444866187870494 2.6599701587110749 1.787526873871683 2.8179209595546117 0.82260631164536491 1.2260016812942911 6.0103066987358025 0.96272401791065831 2.2192894211038938 5.494696103967736 1.2496906816959512 2.3170812237076452 2.4501609490253022 1.465031852480023 1.9836620837450123 1.3500646157190299 2.9119351380504765 1.3512688651680935 1.3073966242373192 1.6731818094849726 0.76445417944343308 5.9121930021792135 19.931400763336534 1.1344086341559885
leaf_count=4 38 125 209 398 291 379 192 94 150 90 37 39 567 20 58 166 29 62 63 62 51 56 65 44 46 28 10 135 389 13
internal_value=0 0.000301287 0.00039883 -0.00096654 -0.000786063 -0.000600923 -0.00043464 0.000120838 -0.000236398 -8.48056e-05 5.55209e-05 0.000242772 -0.00251947 -0.00010076 -0.000234902 -1.89618e-05 0.000393151 -0.000271531 0.000365052 0.000537016 0.000687495 0.000799349 0.000989426 0.00115608 0.00133196 0.00035022 0.000791175 0.00145497 0.0016338 0.001588
internal_weight=0 34.3098 33.6726 61.3572 54.9689 49.8179 46.1872 29.7749 42.1495 39.405 37.6174 34.7995 6.3883 27.1149 26.1522 23.9329 18.5457 11.9166 33.5735 31.1234 29.6583 28.8357 26.8521 25.502 24.1507 9.59952 8.34983 6.67665 21.2388 6.6291
internal_count=3910 987 949 2923 2352 1954 1663 740 1284 1092 942 852 571 646 626 568 443 264 813 750 688 651 600 544 500 202 173 145 435 179
is_linear=0
shrinkage=0.00294657


Tree=176
num_leaves=31
num_cat=0
split_feature=1 12 150 3 3 51 4 2 453 159 14 47 47 47 51 51 484 43 3 11 133 1 2 150 3 3 455 15 16 4
split_gain=17.7963 6.87244 4.82809 4.37285 5.29224 3.53969 3.2866 2.78146 2.74161 2.23724 2.2291 1.91986 1.76112 2.51808 1.70731 1.77417 2.49139 1.83452 1.83045 1.52924 2.11297 1.40407 1.38601 1.13925 1.53556 1.62385 1.12256 1.07928 1.06947 0.951815
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 -0.115685 -0.032959999999999996 -0.40274499999999996 0.22584000000000001 0.114165 1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.11939500000000002 0.084155000000000021 0.10976000000000001 0.092720000000000011 -0.10145999999999998 0.085815000000000016 -0.077224999999999988 0.086245000000000016 0.08184000000000001 0.0068000000000000014 0.11215000000000001 -1.0000000180025095e-35 0.14331000000000002 0.094625000000000015 -0.087544999999999998 0.091630000000000017 -1.0000000180025095e-35 0.63868000000000003 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 10 -5 -2 7 22 9 -8 19 21 26 -14 15 -6 17 -17 -19 20 27 -11 -3 24 25 -4 -7 -1 -24 -9
right_child=1 2 23 4 14 12 8 29 -10 11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018668231090171454 -0.0020566748138266234 0.00046360023597721102 0.0013066926861067137 -0.0014592765446546578 -0.0016084233126158407 0.0018486071927457509 -0.0014681659475989457 0.00070538022786039074 -0.0020279445277312149 0.00027941103651212901 -0.0018447403458256408 -0.00097703589838851529 -0.00072308984386810517 0.0016628882321977326 -0.0019533696482319099 0.00093013942670120699 0.0014322703802228916 -0.001408448987651122 -0.00011885493280981149 -0.0014040636365672643 -0.00078066721894890748 0.0016963490407379492 -0.001563043842204739 -0.00045962849627233953 0.0020861666419361722 -0.00084841466210851875 -0.00038440684386335257 0.00046601946057255099 0.00054522955213125483 -0.00096564806400257152
leaf_weight=2.605672834441064 1.0326834991574312 1.3287358693778504 3.2094740886241198 52.367256632074714 2.972753079608089 11.656481467187405 1.5927924681454886 3.7554188705980769 1.5255544744431961 3.7782063484191877 1.9673393787816156 1.6476904228329647 2.7206529788672915 2.9075872544199228 2.2386035639792672 2.824446860700859 2.7838370725512496 5.8690322376787583 8.6550239007920009 1.6583604756742705 3.2458014041185379 5.3958659023046494 13.228208256885409 1.525553386658429 3.6603684928268194 1.6991395652294139 0.76213136874139387 5.3080659527331591 0.81146212294697839 1.5221455954015253
leaf_count=25 10 15 50 2157 77 307 19 58 20 32 72 17 29 42 38 28 24 106 64 24 55 91 349 12 74 20 13 53 14 15
internal_value=0 0.000257441 -0.00012499 -0.000966599 -0.00113566 0.00115302 -0.00044156 -0.000893089 0.000227177 0.000504296 -7.80219e-05 0.000794611 0.00133669 0.000509523 -0.000466974 -0.000322961 -0.000133148 -0.000384344 -0.000639968 0.000193141 0.000430493 0.0011128 -0.0012765 0.000959645 0.00121232 0.000560692 0.00171157 0.000927247 -0.00144119 0.000223425
internal_weight=0 63.7602 44.6806 92.4962 77.711 19.0795 34.5861 20.646 13.9401 12.4146 14.7852 10.8218 18.0469 5.62824 25.3437 23.1051 20.1323 17.3485 14.5241 12.8179 11.1595 9.17407 15.3684 10.0945 8.56898 4.90861 12.4186 7.91374 14.0397 5.27756
internal_count=3910 1187 786 2723 2494 401 630 451 179 159 229 140 391 71 337 299 222 198 170 157 133 123 378 156 144 70 320 78 363 73
is_linear=0
shrinkage=0.00178258


Tree=177
num_leaves=31
num_cat=0
split_feature=4 1213 403 484 11 160 150 52 133 483 151 1374 1365 1 1374 0 0 0 4 132 1 124 15 13 16 2 133 2 475 133
split_gain=3.90351 2.9291 2.62058 2.72474 2.8421 2.88891 2.48495 2.24783 2.28551 1.84274 1.70934 1.5931 1.58585 1.54982 2.31178 2.08667 1.67751 2.30733 2.7131 2.41318 2.01641 1.52695 1.5511 1.62395 1.49671 1.49339 1.54128 1.48927 1.48866 1.46311
threshold=0.27020000000000005 -1.0000000180025095e-35 -0.084084999999999979 -0.0043499999999999988 0.08184000000000001 -0.40446999999999994 0.094545000000000018 -0.42985499999999993 -0.26719999999999994 0.085195000000000007 -0.27336999999999995 0.098580000000000015 0.085225000000000009 0.095155000000000017 -0.094679999999999986 -0.23029999999999998 -0.084304999999999977 -0.082994999999999985 -0.075239999999999987 0.080815000000000012 1.0000000180025095e-35 -0.25305999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10486499999999999 0.084685000000000024 0.10599500000000002 1.0000000180025095e-35 -0.086004999999999984 0.086895000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 -4 -7 -9 11 -2 12 13 14 -10 -16 20 18 -18 25 29 -15 -23 -24 -22 -19 -27 -26 -1 -17
right_child=10 2 3 4 -6 7 -8 8 9 -11 -12 -13 -14 21 15 16 17 19 -20 -21 24 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.0030084439991861956 -0.0024052927649688221 -0.0024986151838008721 -0.0024839547885408481 -0.0023583040807954769 -0.0026618464636704751 -0.0022089024797668127 0.0015950123105477792 -0.002828513858467629 -0.0032667425583491677 -0.0021425982944836149 0.0011773942033970843 -0.0029540899630996374 -0.0029486243919401465 -0.0023941667056415479 0.0031595875539357885 -0.0026072125984278574 0.0077658065366832249 -0.0025244385744671192 0.00075750207742452389 0.0030636147277018628 0.0033545428544221097 0.0020337069850661395 0.0024457421898421402 -0.0010526797875655095 -0.0028286148053253517 0.0007018944033066383 -0.002690698889037509 0.00099899199457996858 -0.0027357639713475393 0.0001788996424095171
leaf_weight=0.35160838067531575 1.0659205354750145 4.6603511376306406 7.0612076008692366 3.7537257722578934 3.2588828597217789 2.925651503726832 1.3046959443017838 1.730238762218504 1.3289046119898582 2.098788831382989 12.457346135750411 0.98778036888688703 0.94580831518396635 0.79024402517825265 1.8825765363871934 4.0092399306595237 0.72119905706495047 1.5931933508254967 0.93571209255605114 2.1290635811164966 1.1886076023802159 10.73868133779615 1.4706370132043955 2.9225429873913518 1.0780106168240311 8.5923096365295333 1.1155576817691315 2.45960265211761 6.1708717225119463 2.1270829401910305
leaf_count=4 20 431 496 249 142 214 24 139 46 78 452 23 18 12 15 153 15 75 27 30 15 232 43 46 44 168 24 33 579 63
internal_value=0 -0.000681887 -0.000527753 -0.000394927 -0.00019496 -5.52075e-05 -0.00184782 0.000105569 0.000238743 0.000346796 0.000895002 0.000457921 0.000531142 0.000604145 0.000232129 0.00039919 0.00019893 0.000784745 0.00380799 0.000411759 -0.000614711 0.00128549 0.00147765 0.000118433 0.00071835 -8.78373e-05 0.000312042 -0.000167388 -0.00242611 -0.00164144
internal_weight=0 80.3328 73.8103 69.1499 60.784 57.5252 8.3659 53.7714 50.8458 49.1155 13.5233 47.0168 46.029 45.0832 29.1611 27.8322 25.9496 15.087 1.65691 13.4301 10.8625 15.9221 15.1319 4.39318 4.72622 11.3011 9.70787 3.53761 6.52248 6.13632
internal_count=3910 3438 2855 2424 1904 1762 520 1513 1299 1160 472 1082 1059 1041 708 662 647 339 42 297 308 333 321 89 92 267 192 77 583 216
is_linear=0
shrinkage=0.00271537


Tree=178
num_leaves=31
num_cat=0
split_feature=123 1 457 484 133 130 42 3 49 51 4 1213 160 52 49 474 49 1374 403 3 49 9 0 52 133 4 42 15 11 51
split_gain=3.51923 2.90708 2.65652 2.69928 2.01693 2.00642 1.85632 1.97987 1.60609 1.57244 1.55909 1.50834 1.50933 1.50734 1.47587 1.68553 1.446 1.44065 1.40636 1.83763 1.57602 2.11256 1.88524 1.71448 1.42903 1.52974 1.72381 1.3918 1.37746 1.32646
threshold=1.0000000180025095e-35 0.12263000000000002 0.081330000000000013 -1.0000000180025095e-35 -0.0023199999999999996 1.0000000180025095e-35 0.09901500000000002 -0.100615 -0.047309999999999998 -0.26158999999999993 -0.48072499999999996 -1.0000000180025095e-35 -0.23073999999999997 -0.066329999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084114999999999981 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14320000000000002 0.0037600000000000003 0.083710000000000021 -0.061994999999999995 0.086950000000000013 -0.090054999999999982 -0.08266999999999998 0.090240000000000015 0.084565000000000015 0.088160000000000002 -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 2 3 -1 -2 6 7 10 16 -6 -5 -9 -13 -10 17 -16 -4 -14 19 -17 21 22 23 24 -20 -26 -27 28 -12 -3
right_child=4 29 8 5 9 -7 -8 11 13 -11 27 12 14 -15 15 18 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0031565832870352772 -0.0020819784538757798 -0.0017765404915985709 -0.00074127684516576812 -0.0023177026828904664 -0.0036547204560960882 -0.0030251222391554965 -0.0025796830610142537 -0.0031795228440992147 -0.0032658633684734166 0.0022580259263659795 0.0023228507410833921 -0.0028733791218555791 0.0014213290084758798 0.00073661315407545411 -0.0042309254234217534 -0.0032551961838055282 0.0022625497273663017 -0.0024492304779743178 -0.00057993518166929957 0.0042930607404642858 -0.0012075117141491058 -0.0032296389375366143 -0.00088719659806023928 -0.0012357066618665952 0.0060099765633321416 0.0012745598626086358 0.0054972964006110283 -0.0013661974789972863 -0.0010246363578649417 0.0013586030202385844
leaf_weight=6.1306096864864221 1.4549638759344805 1.561013058759271 2.2704061195254326 1.5628158608451475 0.46593541651964088 4.2563455402851096 5.0666429605334988 2.7489026822149745 1.7826927546411755 7.5695283487439147 5.9959810441359789 2.9813041989691582 1.1269575632177291 1.8934748210012893 0.92813471611590159 2.10293430602179 5.0256078010424972 5.6094855642877581 1.1505572288297221 0.37013861536979664 4.4447945444844654 1.0786527562886465 2.813984458334736 1.3198100719600914 1.460290621034799 3.6414817576296521 1.273235007189214 1.8594357199035583 1.4995878124609587 8.4230309510603529
leaf_count=547 43 29 46 79 4 427 325 321 45 287 114 215 21 66 51 193 79 167 60 2 177 43 58 44 20 68 19 80 32 248
internal_value=0 -0.000709074 -0.000932811 -0.00119358 0.00130238 -0.000967757 -0.000789173 -0.000582847 0.000479432 0.00191518 0.000570511 -0.000963842 -0.000762841 -0.00120432 -0.000532532 -0.000117172 0.00132781 -0.00180171 7.70766e-05 -0.00212547 0.000394083 0.000952942 0.00133989 0.00204839 0.00262435 0.00320265 0.00236853 0.00105301 0.00165314 0.000868421
internal_weight=0 80.3783 70.3943 59.4221 9.49043 53.2915 49.0351 43.9685 10.9722 8.03546 10.9178 33.0507 30.3018 3.67617 27.3205 20.584 7.29601 6.73644 19.6559 2.47307 17.1828 12.738 11.6594 8.84537 7.52556 6.37501 4.91472 9.355 7.49557 9.98404
internal_count=3910 3576 3299 3063 334 2516 2089 1764 236 291 305 1459 1138 111 923 735 125 188 684 195 489 312 269 211 167 107 87 226 146 277
is_linear=0
shrinkage=0.00312388


Tree=179
num_leaves=31
num_cat=0
split_feature=1 12 47 52 13 49 50 48 156 128 52 2 15 3 47 1 4 4 4 4 151 160 1 123 3 16 13 133 1 484
split_gain=14.1431 4.51745 4.2034 3.82976 3.01932 3.10928 3.01758 2.30497 2.01621 2.05888 1.89234 2.37313 1.76316 1.80886 1.7272 1.8986 3.61274 2.63935 2.23248 1.79531 1.65294 1.6092 1.58507 1.51985 1.4248 1.37622 1.32044 1.3176 1.13288 0.976519
threshold=0.10113500000000002 0.080120000000000011 0.087850000000000025 -0.24456499999999998 -0.09547499999999999 -0.081629999999999994 0.11551000000000002 -0.088799999999999976 0.11896500000000002 0.086435000000000012 0.11588000000000002 0.097940000000000013 0.079360000000000014 -0.15002999999999997 0.077735000000000012 1.0000000180025095e-35 0.0057500000000000008 -1.0000000180025095e-35 -0.23071499999999998 -0.020179999999999997 -0.29526499999999994 0.084100000000000022 0.14000500000000002 0.08128500000000001 -0.12008499999999998 -0.011714999999999998 0.043015000000000005 -0.031394999999999992 0.08844500000000001 -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 12 3 -2 10 21 7 -5 9 20 11 28 13 -1 15 19 17 18 -17 -15 -9 26 23 29 27 -20 -6 -7 -3 -4
right_child=2 4 22 6 5 24 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092420243325495291 -0.0011043692385792163 -0.00094492895458158028 -0.0018881744948478823 -0.00069063168564332709 -0.0018277121191528438 0.0011120827655184842 -0.00097525715831549037 -0.0005224358151801002 -0.0011602133894125929 -0.00091852826269073846 -0.0019345653151173342 0.0010306474527297304 -0.0018447805852998458 0.00011604888144641794 -0.0013177108793728119 -0.0018006036884183783 0.001523896290465319 -0.001778378150691816 -2.6201433122937891e-05 -0.001832619383673278 0.0014635908820985462 0.0009982869876664557 0.00077935034718172624 0.00077966244411834277 -0.001533616402333682 0.0014998187032518762 0.00070970480599394012 -0.0010083016013380556 0.00087164363770123932 -0.00063011226368113872
leaf_weight=3.7841719947755363 3.3167587900534263 6.1428334889933449 2.2500492148101321 2.2009740807116094 1.7195931915193789 1.0616607796400783 2.4891251903027287 1.313449226319803 1.0792981851845969 1.2418025471270073 1.8941957224160422 3.7984688524156809 2.0326049160212269 2.4384751450270414 4.5129106510430566 1.5126872584223816 4.2043816894292823 2.8422938324510989 5.2560521438717913 3.2890035267919364 22.56498208083212 2.4681035466492176 2.8083433117717496 1.9288159664720286 39.492064387537539 2.624255958944552 0.93917896039783944 4.7579789711162439 1.2184955067932604 9.7284104209393281
leaf_count=34 94 123 50 27 45 11 43 16 15 16 54 29 47 20 73 46 34 38 51 85 527 25 32 30 2051 31 11 96 19 137
internal_value=0 -0.000814713 0.00030734 0.000652987 -0.00108181 -0.00127274 0.000841683 0.00100093 0.00114303 0.00124199 -0.00034411 -7.41559e-05 -0.000292852 -0.000189306 -0.000347241 -0.000149667 0.000147619 -0.000325308 0.000114388 -0.00100297 0.00135435 -2.43927e-06 -0.000399983 -0.00063813 -0.00141647 0.000481985 -0.0009314 -0.000621486 -0.000644238 -0.000866428
internal_weight=0 95.9894 50.922 34.2064 63.4926 50.4386 30.8896 28.4005 26.1995 25.1202 13.054 11.1598 32.4968 30.4642 26.6801 22.1671 16.4397 12.2353 9.393 5.72748 23.8784 5.12688 16.7156 13.9073 45.3117 7.88031 2.65877 5.81964 7.36133 11.9785
internal_count=3910 2923 987 738 2464 2239 644 601 574 559 225 171 459 412 378 305 200 166 128 105 543 81 249 217 2158 82 56 107 142 187
is_linear=0
shrinkage=0.00172099


Tree=180
num_leaves=31
num_cat=0
split_feature=4 12 13 49 151 43 3 52 52 50 11 52 1348 2 0 52 52 47 1 160 1 43 0 42 158 0 3 128 457 160
split_gain=9.64599 7.02936 2.78497 3.44806 2.7211 2.45389 2.43599 2.36704 2.33835 2.22487 2.0879 2.04739 1.75529 1.61243 1.60197 1.59526 1.57338 1.53281 1.48127 1.47584 2.30347 1.42121 1.98673 1.68872 1.59372 1.94998 1.66818 1.44725 1.41619 1.34373
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 -0.064499999999999988 -0.27336999999999995 -0.049504999999999987 0.24227500000000002 -0.048794999999999991 -0.016329999999999997 0.11901000000000002 0.077165000000000025 0.11588000000000002 0.084620000000000015 0.092745000000000008 -0.061129999999999997 -0.087094999999999992 -0.0093349999999999978 0.11939500000000002 0.083370000000000014 0.083295000000000022 0.11866500000000001 -0.074254999999999988 -0.070894999999999986 -1.0000000180025095e-35 0.093260000000000023 -0.053834999999999994 -0.078669999999999976 0.11581500000000002 -0.066264999999999991 -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 10 7 -2 8 12 19 -1 17 11 13 15 18 -10 -7 -8 -6 -3 20 -4 22 27 -24 25 26 -25 -5 -17 -27
right_child=4 2 3 21 9 6 16 -9 14 -11 -12 -13 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=0.0015294374763925157 -0.0019171776183706088 -0.0011825379393662781 -0.0023206715055997698 -0.0017461678315457965 0.0017317261032787899 -0.001751372072537927 0.0023082464230592117 -0.001214966504774803 -0.0013828806425111829 -0.0011861037637039889 -0.0022298870096203421 -0.0023354939130995197 0.0014464772320338982 0.001313348479334492 0.00081590451920151598 -0.0024427577791022773 -0.00012166414465102853 -0.0012254449311825497 0.0010305734287654649 0.0023568552320909486 0.0022842456560956837 -0.0019925698932029504 -0.0022566735842058185 0.00035228960860453183 -0.002214620856247556 0.0012772444646413079 0.0041206835038715712 0.0026285058070464355 -0.00029696384596017081 -0.0022486256255812237
leaf_weight=7.2186078261584044 1.2937159836292291 3.692108058370648 1.0764552485197785 14.684257736429572 12.894700928591188 5.7982975170016351 2.2367606721818447 4.2172337174415571 2.9280606713145971 1.4779441989958275 2.1453721001744261 1.4299176838248957 1.6989982044324268 4.5663078697398305 3.0292928628623468 1.5067940503358936 2.5767757669091216 0.83885131031274873 2.1504915077239275 1.9865835458040235 0.89306380599737156 21.796464253216985 1.4387078480795024 1.0088029038161035 0.89182615652680386 0.90585968643426884 1.1071555428206921 0.34785500075668174 16.693446095101532 1.0471141692250925
leaf_count=164 20 80 27 827 375 124 54 97 44 18 65 50 23 39 38 17 36 13 36 18 17 1327 54 26 30 6 17 6 225 37
internal_value=0 -0.000704656 -0.00114453 -0.00137271 0.00103415 -4.63098e-05 -0.000376454 -0.000110093 0.000718192 0.00128515 -0.000305786 4.28903e-05 -0.000635683 0.000369619 -0.000264806 -0.000783092 0.00100747 0.0015511 -0.000367956 0.00106771 -0.000232606 -0.00161144 -0.00122383 -0.000234658 0.000351762 0.000914261 0.00232407 -0.00164493 -0.000474614 -0.0006132
internal_weight=0 109.073 65.3856 51.4014 16.5052 43.687 30.5111 8.17334 13.176 15.2115 13.9842 11.8388 25.6975 10.4089 5.95735 23.9985 4.81354 13.7336 5.8426 3.9561 1.96952 43.228 21.4316 6.39947 4.96076 4.06893 2.11596 15.0321 18.2002 1.95297
internal_count=3910 3484 2759 2489 426 725 479 159 246 406 270 205 389 155 82 366 90 388 116 62 44 2330 1003 170 116 86 43 833 242 43
is_linear=0
shrinkage=0.00211977


Tree=181
num_leaves=31
num_cat=0
split_feature=4 12 12 150 39 9 3 38 43 52 0 50 1348 52 13 457 457 52 11 2 3 43 0 48 43 16 52 132 151 0
split_gain=7.29637 3.95415 3.38153 2.71541 2.23994 2.14168 1.64593 2.47357 1.96879 2.44277 1.61949 1.85509 1.51285 1.46612 1.40916 1.67984 1.23442 1.18899 1.32299 1.44146 1.03103 1.02769 1.30825 1.07949 1.28799 0.995541 0.993754 0.993255 0.940743 0.980573
threshold=0.28937500000000005 0.051320000000000005 -1.0000000180025095e-35 0.081245000000000026 0.14706500000000003 -0.016839999999999997 0.30601500000000009 0.13790500000000003 -0.049504999999999987 -0.016329999999999997 -0.099024999999999988 0.13146500000000003 0.084620000000000015 -0.23375999999999997 -0.094679999999999986 0.081330000000000013 0.090920000000000015 0.11588000000000002 0.077330000000000024 0.099990000000000009 -0.016619999999999996 -0.074254999999999988 -0.070894999999999986 0.091555000000000011 -0.07687999999999999 0.26364000000000004 -0.092854999999999979 0.12562500000000001 -0.082164999999999988 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 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 10 14 -1 8 -8 9 13 -4 -12 20 -7 17 21 -17 18 19 28 -10 22 27 24 25 -24 -22 -16 -3 -30
right_child=2 4 3 -5 -6 6 7 -9 12 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 26 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0020473630080837823 0.0026364293591020563 -0.0032537275807672872 -0.001724077924973551 0.0023755585926603555 0.0026921257907706847 -0.00098053769840118331 0.0020323735502128636 -0.0030791221782560216 -1.6905311814989104e-05 -0.0014448527429282341 0.0018228353913808317 -0.002897718623900133 0.00095592853701148334 0.001926825771219054 -0.002278305277047078 0.0005502381497970182 -0.0019804661577645637 -0.0028784816283869375 -0.0027174805280807002 0.0011212812427032566 -0.0028319473107878226 -0.002523285037443263 -0.00075041290849903967 0.0011630785522915234 0.0015301241310841322 -0.0027861058062621188 -0.001545789886514627 0.0011287590936460822 -0.0012832436711232064 0.00092202116955951224
leaf_weight=1.5503702899441112 3.4321294091641894 1.1077418234199266 5.641976544633506 2.026485730893909 0.70299022831022639 1.6591091146692631 2.4377588732168074 0.83464042842388142 2.3412966877222088 5.3064980860799533 2.1682356530800466 0.73108036071062077 1.5525412522256363 3.6344656115397811 20.987177166156478 2.6667438149452201 2.4096256401389837 2.3377117216587058 2.1634830813854924 2.6435096673667431 4.8911193907260921 29.840157600119714 3.0915679801255465 1.2867067046463487 0.87395750824361496 3.2220195811241865 20.403988735750321 0.57740885764360328 5.0847194399684641 1.7904979102313543
leaf_count=57 201 13 72 72 19 20 72 6 29 66 73 8 23 106 833 41 63 62 53 23 101 1339 51 18 13 97 245 17 102 15
internal_value=0 -0.00152424 0.000426379 -0.000291386 -0.00186241 -0.000911854 -0.0010184 0.000728663 -0.00116208 -0.000216125 -0.000924138 0.000632519 -0.00150561 0.0010156 -0.00190239 -0.00206644 -0.000651024 -0.00119797 -0.000890813 -0.000518915 -0.00164389 -0.00218644 -0.00185182 -0.000998676 -0.00138567 -0.00178929 -0.00179448 -0.00218708 -0.00106206 -0.000708931
internal_weight=0 125.398 13.9999 10.5678 80.786 44.6118 43.0614 3.2724 39.789 10.6001 8.54129 2.89932 29.1889 5.29357 80.083 64.9554 5.07637 15.1277 12.79 10.6265 27.6364 59.879 30.0388 8.47425 7.18755 6.31359 25.2951 21.5646 7.98296 6.87522
internal_count=3910 3484 426 225 2759 725 668 78 590 192 153 81 398 126 2740 2472 104 268 206 153 375 2368 1029 179 161 148 346 850 130 117
is_linear=0
shrinkage=0.0025627


Tree=182
num_leaves=31
num_cat=0
split_feature=1 12 484 1213 150 160 42 42 1374 40 51 4 0 52 48 457 0 4 43 475 2 2 49 157 1425 4 48 1375 160 4
split_gain=3.88893 2.11936 1.92311 2.00573 1.89359 1.77746 1.8141 1.79445 2.16155 1.77291 2.03501 1.68237 2.26443 1.79779 2.0383 1.73967 1.96495 1.60154 1.62293 1.33676 1.28823 1.2521 1.47435 1.20962 1.15552 1.58952 1.06148 1.04865 1.03802 1.03163
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 0.081245000000000026 -0.092169999999999988 -1.0000000180025095e-35 0.091955000000000023 -0.094679999999999986 0.34489500000000001 -0.40274499999999996 -0.51381999999999983 0.048950000000000007 -0.11051499999999999 0.097140000000000018 -0.0015249999999999997 -0.22384499999999996 0.11205000000000001 -0.52334499999999984 -0.086004999999999984 0.16971500000000003 -0.0050599999999999994 -0.084114999999999981 -0.082754999999999981 0.081930000000000017 0.50657000000000008 0.12738500000000003 -0.012944999999999998 -1.0000000180025095e-35 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 19 20 27 29 8 -8 10 -2 -10 13 14 -13 -15 -17 18 -9 -4 24 -18 -23 -24 25 28 -6 -5 -3 -7
right_child=1 4 3 5 26 6 7 17 11 -11 -12 12 -14 15 -16 16 21 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029105770431323251 -0.0033779519501350112 -0.0022803019879587424 0.0033594480299808361 0.0029896937888771527 0.001691469285700602 -0.00053244209686951257 -0.003606304754254165 0.0040466706706047059 -0.0036660166873617541 -0.0034210757860951573 0.0020118766523461048 -0.0032304741621028798 0.002864793645954124 -0.0024465081396066813 0.0045383900177981603 0.0037964559159898198 -0.0022721601154818524 0.0015203003296988167 -0.0033421181260606171 -0.0031290291754122435 0.0031942873410850058 -0.0017119187250724389 -0.0020906692662504517 0.0016975519391330656 -0.0044098620651960244 0.0019836175085567549 -0.0017315609980020435 -0.0027043610296199798 -0.0005783187957423561 -0.0026881437881174815
leaf_weight=5.0977459433488539 0.70847127586603065 4.3891817159019508 0.31814004480838765 0.32369560655206431 5.5478592235594979 3.7746263640001416 1.3050664365291655 0.30403141397982869 0.8964863726869251 0.69748514145612794 9.4001392787322366 2.281695934943865 3.5435246136039487 1.603033833205713 0.36897829687222827 1.9339416474103988 1.3885793592780888 1.058339864015579 3.4757964755408457 4.8662692243233314 0.76810462027788062 1.8005106095224679 0.8784287171438433 8.1259515951387069 0.82358845602720876 1.8795182099565853 1.0065818950533865 5.0458313557319334 14.51515754172579 4.672073034103958
leaf_count=485 10 130 4 10 145 191 45 5 17 8 383 125 36 50 10 13 49 21 241 522 33 37 32 156 51 61 11 320 355 354
internal_value=0 0.000148995 -0.00111975 -0.000929416 -0.000283861 -0.000711105 -0.000474285 -0.000109601 0.000232224 0.00130783 0.00163413 0.000451737 0.00062011 0.000187378 -0.00214904 0.000581077 0.000924617 -0.00181416 -0.0027478 -0.00273087 -0.000708504 0.00046913 0.000821424 0.00132799 -0.000847241 -0.000706067 0.00116579 -0.0023611 -0.000973483 -0.00172481
internal_weight=0 39.7361 53.0627 47.965 28.93 42.7806 37.4111 28.9644 24.1262 10.8061 10.1086 22.8211 21.9246 18.3811 2.65067 15.7304 14.1274 4.83817 3.77983 5.18441 22.3756 12.1935 10.8049 9.00438 21.6074 20.7839 6.55444 5.36953 18.9043 8.4467
internal_count=3910 1187 2723 2238 786 1712 1382 837 570 401 393 525 508 472 135 337 287 267 246 526 630 274 225 188 597 546 156 330 485 545
is_linear=0
shrinkage=0.00306672


Tree=183
num_leaves=31
num_cat=0
split_feature=4 12 151 43 52 3 13 49 52 50 41 52 1348 47 160 1 0 52 457 2 150 160 43 0 133 43 16 128 52 1
split_gain=12.3347 8.75972 3.49442 2.91636 3.17611 3.09773 2.79762 3.67677 2.50916 2.45421 2.04431 1.99859 1.79755 1.75576 1.64638 2.52024 1.63196 1.60841 1.59379 1.46458 1.42676 1.53622 1.39834 1.96655 1.81409 1.88244 2.21462 1.48515 1.34785 1.332
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.049504999999999987 -0.016329999999999997 0.30601500000000009 -0.094679999999999986 -0.064499999999999988 -0.048794999999999991 0.11901000000000002 1.0000000180025095e-35 0.11588000000000002 0.084620000000000015 0.096475000000000019 0.083295000000000022 0.11866500000000001 -0.061129999999999997 -0.087094999999999992 -0.066264999999999991 0.092745000000000008 0.083205000000000015 1.0000000180025095e-35 -0.074254999999999988 -0.077944999999999987 -0.036599999999999987 -0.075819999999999985 -0.078844999999999985 0.10979500000000002 -0.0093349999999999978 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 29 12 10 8 14 13 11 19 17 -4 15 -8 -6 -5 -19 -3 21 -20 23 27 -25 26 -26 -9 -7 -1
right_child=2 6 9 5 16 28 7 22 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00061108749071270589 -0.0022189379496972699 -0.00048917380985993397 0.0021816517945086144 -0.0019359211594455771 -0.0016699085927879291 0.002559282217323437 -0.00258662715959916 -0.0021492989207983781 -0.0014058496012054015 -0.0012519479167290178 -0.0024781490542609133 -0.0026120442497440037 0.001528620354517087 0.0002470713493653457 0.0026164923639990312 0.0025585224455506534 0.000726478103635417 -0.0028012385980272724 -0.00045185329477103939 0.0012614200917243574 0.00068487609413088034 -0.0026046439123980701 -0.0022586441966405339 0.0028931977298514086 0.0024255108551330794 0.0026309862905627753 -0.0016604562001839387 0.0025245622501682066 -9.7413156656003135e-05 0.0021690945055149666
leaf_weight=1.1077078431844709 1.5479855164885545 6.2138323159888369 11.995682580396535 6.4974935362115529 3.1165092587471008 2.3719135224819183 1.206049367785454 14.154355442151427 4.7584845963865501 1.6515318639576424 2.3868134543299666 1.5342676257714618 1.7695886474102724 3.3053832482546559 2.0177034698426723 0.93243831768631924 3.1628225278109294 1.6629642210900879 11.86712061613798 4.5896422117948532 4.9380915760993949 2.1650145612657061 25.900221225805584 0.73190696630626817 0.81062923558056166 0.74443234410136483 7.6246756864711642 0.38577069155871946 1.8996828012168396 6.7674283068627119
leaf_count=20 20 113 348 125 44 52 27 708 97 18 70 47 23 40 18 17 38 17 156 40 40 38 1327 7 16 12 252 8 28 144
internal_value=0 -0.000898903 0.00116129 -0.000109246 0.000783902 -0.000490353 -0.00140398 -0.00163178 -0.000240541 0.00146995 -0.00048712 -0.000101943 -0.000766473 0.00176374 0.00109364 -0.000343203 -0.000462878 -0.000916169 -0.000595045 0.000254531 -0.000401646 -0.000784007 -0.00187809 -0.00147499 -0.00066771 -0.000951624 -0.0012678 -0.00202529 0.00137779 0.00177804
internal_weight=0 121.318 18.5006 47.3263 14.1545 33.1719 73.9912 59.2667 8.91468 16.9526 14.7246 12.3377 28.9003 15.3011 4.15619 2.13849 6.27933 27.1307 20.6332 10.8035 18.9702 14.0321 50.352 24.4518 9.91164 9.17974 8.4353 14.5401 4.2716 7.87514
internal_count=3910 3484 426 725 246 479 2759 2489 159 406 270 200 399 388 62 44 82 376 251 153 234 194 2330 1003 287 280 268 716 80 164
is_linear=0
shrinkage=0.00235026


Tree=184
num_leaves=31
num_cat=0
split_feature=4 403 1456 11 1213 480 133 52 48 50 1 16 456 42 147 3 157 42 160 4 0 4 49 403 403 9 42 43 52 151
split_gain=3.741 2.9129 2.43722 2.49706 2.58025 2.71044 2.13826 2.23465 1.99968 1.7678 1.61034 1.74473 1.59032 1.6417 1.51545 1.44859 1.37828 1.40634 2.27 1.61124 1.38042 1.48597 1.39457 1.51265 1.73608 1.37343 1.41215 1.36797 1.36771 1.35805
threshold=0.28937500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082245000000000013 -1.0000000180025095e-35 0.08456000000000001 -0.26719999999999994 -0.42985499999999993 0.11930500000000001 0.11901000000000002 0.10113500000000002 -0.27337499999999998 0.084065000000000015 0.092860000000000012 0.10058000000000002 0.14320000000000002 -0.084354999999999986 0.083725000000000008 -1.0000000180025095e-35 -0.15796999999999997 0.18055000000000002 -0.49269499999999994 -0.085974999999999982 0.088015000000000024 0.03138500000000001 0.084755000000000011 -1.0000000180025095e-35 -0.26007999999999992 -0.031409999999999993 -0.08514999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 14 4 -4 6 -6 -8 9 -2 12 -12 13 16 -3 29 -9 20 19 -19 21 -18 -23 24 25 26 -24 -15 -28 -1
right_child=8 2 3 -5 5 -7 7 10 -10 -11 11 -13 -14 27 -16 -17 17 18 -20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0013268459756407801 0.0023714977235010063 -0.0033181717614335373 -0.0036072120833806208 -0.0034004608412962342 -0.0031815913274239925 -0.0036069491681325161 -0.0031427901107273018 -0.0029695748383914578 -0.0020632198918737869 -0.0021788804481666884 -0.0014999578461679032 0.0017347081239169582 -0.0035998730859868595 0.001183611674449084 0.0043977838363646379 0.0045017124485627119 -0.0037966246463574968 0.0048043556783539223 0.0032395044671975869 -0.0035208383166004981 0.0034652776857858466 -0.0023533623238187968 -0.0022828495689832008 -0.0035872929540838893 0.0045208056885566355 -0.0035825881923816851 -0.00027674515895675347 -0.0037134546908699209 0.0021118634320872916 -0.0032809570429047901
leaf_weight=0.84470002213492712 8.6594613101333362 5.1912437900900832 2.7070878227241328 3.2916167085058978 2.3957894928753367 2.5931830764748147 2.3410920440219334 1.4552992479875708 1.8997265500947822 1.169443255290388 2.3681170484051099 13.393164821900426 1.4925019810907532 0.97939045820385251 0.32649673521518696 0.33132442831993181 1.256439748220141 0.36462562531232823 4.48664941266179 1.2165479138493536 1.3700664583593596 2.4393078349530795 1.7140306266956127 1.0471685458905984 1.3309972942806769 0.98608849383890707 5.0515094986185476 2.3167708488181225 6.7697884980589071 8.9549514255486411
leaf_count=20 370 325 243 148 163 190 191 74 38 18 32 303 105 13 2 2 39 4 111 122 17 41 92 61 24 42 68 98 68 886
internal_value=0 -0.000903021 -0.000647232 -0.000454414 -0.000292997 -0.000136606 2.76871e-05 0.000174476 0.00119948 0.00183009 0.000329678 0.0012487 -9.29073e-05 6.67451e-05 -0.0028616 -0.00264224 0.000326643 0.000497761 0.00197815 -0.00160101 8.88124e-05 -0.000135801 0.000102042 0.000456458 0.000723577 0.000375533 0.000663893 -0.00225839 0.00109116 -0.00288378
internal_weight=0 79.0159 68.885 63.3672 60.0756 57.3685 54.7753 52.3796 11.7286 9.8289 50.0385 15.7613 34.2772 32.7847 5.51774 10.131 29.4885 28.0332 6.06782 1.58117 21.9654 20.5953 19.3389 16.8996 15.8524 14.5214 13.5353 3.29616 11.8213 9.79965
internal_count=3910 3484 2576 2249 2101 1858 1668 1505 426 388 1314 335 979 874 327 908 763 689 237 126 452 435 396 355 294 270 228 111 136 906
is_linear=0
shrinkage=0.00347387


Tree=185
num_leaves=31
num_cat=0
split_feature=4 12 3 48 49 50 9 151 4 1 130 457 1456 4 16 151 0 453 13 51 32 15 47 16 43 52 12 3 52 42
split_gain=10.7413 7.25773 3.59595 3.28333 2.97405 2.51035 2.48964 2.35565 2.45242 2.44701 1.99084 2.11524 1.91393 1.79828 2.86463 1.88051 1.77427 1.71353 1.62903 1.37536 1.49972 1.23464 1.21696 1.20759 1.47146 1.50047 1.45751 1.08319 1.44189 1.49295
threshold=0.28937500000000005 0.080120000000000011 0.097615000000000021 0.13342000000000001 -0.062504999999999991 0.14390500000000003 -0.016839999999999997 -0.024429999999999997 -0.060264999999999992 0.088385000000000005 -0.084569999999999992 0.084715000000000013 -1.0000000180025095e-35 -0.0025899999999999994 0.081265000000000018 0.015440000000000001 0.18055000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.11024000000000002 0.084650000000000017 0.14395500000000003 0.11291500000000002 -0.17157499999999998 -0.07526999999999999 0.096170000000000019 0.087020000000000014 -0.100615 -0.12272499999999999 -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 6 4 5 10 17 -1 8 -8 -10 -3 21 -9 14 18 22 -16 19 -14 20 -2 -12 -15 24 25 -6 -26 28 -25 -30
right_child=3 2 -4 -5 23 -7 7 12 9 -11 11 -13 13 15 16 -17 -18 -19 -20 -21 -22 -23 -24 27 26 -27 -28 -29 29 -31
leaf_value=0.002446511950186179 0.002372111429856336 0.0026144959365609968 0.00074065974765139507 -0.0024098344636996148 0.0022325228784423165 -0.0028173562966192205 -0.0022202790197054993 -0.0027458216366613684 -0.0010300768598181531 0.0018370895714977507 -0.0022636850741259529 0.0010442230995165228 0.0022059399086985475 -0.0019705447035337342 -0.002163842610016219 0.00045696618928403083 0.00091509207073246941 -0.0015068167965950081 0.00013416351700297347 -0.00074171033659656575 -0.00098710723204528845 0.00024327773235445057 -3.8289461947302668e-05 -0.0026129066972814716 0.00027091604996761588 -0.0013320589256331306 -0.0027507207066360655 -0.0021433315586321926 -0.0025672344948825623 3.9032071340136471e-05
leaf_weight=2.1677593793719998 12.461760681122541 1.2501483820378769 4.4573633931577197 1.4670199993997801 1.5175809720531108 0.8014935217797764 1.569779636338352 2.4555957829579702 2.4554781727492792 7.5609175320714712 4.4272684650495631 2.8105152361094952 3.9144587963819459 9.2463878281414527 4.0198848098516455 3.8708917479962102 1.6412685588002203 0.96528444252908308 5.9637545291334417 1.1100968942046154 0.88643429428339082 1.690258791670203 2.6004465110599986 3.2744901031255722 1.4774051010608662 1.4265414634719489 3.0381407951936126 37.761072892695665 1.8300578426569698 5.4276127554476243
leaf_count=57 354 19 33 21 18 9 24 55 33 130 119 39 68 151 89 40 11 12 64 16 14 19 30 136 19 34 62 2062 91 81
internal_value=0 -0.000920012 -0.00142853 0.00116518 -0.00157518 0.00148842 -0.000165931 -0.000290949 0.000679724 0.00113422 -0.000334777 -0.000747749 -0.000624544 -0.000457894 0.000144066 -0.00105302 -0.0012712 0.00171217 0.00095515 0.00192708 0.00214903 -0.00157102 -0.0015464 -0.00180162 -0.0008672 0.000505345 -0.0017621 -0.00194596 -0.00123833 -0.000618151
internal_weight=0 117.855 70.3885 17.6921 65.9311 16.2251 47.4666 45.2989 11.5862 10.0164 10.1782 8.92804 33.7127 31.2571 15.5394 15.7177 5.66115 15.4236 9.87821 14.4583 13.3482 6.11753 11.8468 55.7529 7.45967 2.94412 4.51555 48.2932 10.5322 7.25767
internal_count=3910 3484 2732 426 2699 405 752 695 187 163 196 177 508 453 232 221 100 396 132 384 368 138 181 2503 133 52 81 2370 308 172
is_linear=0
shrinkage=0.00249537


Tree=186
num_leaves=31
num_cat=0
split_feature=1 12 1 13 0 1 1446 2 14 4 51 16 15 124 4 47 4 151 12 52 13 1 52 2 448 2 2 43 16 12
split_gain=15.9747 5.48928 5.38085 5.02075 3.78917 3.29224 3.26777 3.06376 3.03495 2.95435 2.71859 3.06834 3.15608 2.6211 2.46331 2.42983 4.40203 2.21211 1.89051 1.87156 1.62103 1.52008 1.38288 1.3966 1.26401 1.46005 3.35502 1.25322 1.18646 1.16102
threshold=0.094485000000000013 0.090840000000000018 0.13026000000000001 -1.0000000180025095e-35 0.048950000000000007 1.0000000180025095e-35 0.094620000000000024 1.0000000180025095e-35 0.077685000000000018 0.22584000000000001 0.08955500000000001 0.066275000000000014 -0.008624999999999999 -0.52484999999999993 -0.49837999999999999 0.096475000000000019 -0.16401499999999997 -0.024429999999999997 0.099170000000000022 -0.074484999999999982 -0.10023999999999998 0.13962500000000003 -0.083529999999999979 0.091525000000000009 -0.06977499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079109999999999986 0.22945500000000005 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 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 9 6 5 20 13 18 10 -3 11 12 17 -2 28 16 -5 -9 -7 -18 22 -17 -1 -24 -15 26 -26 -16 -6 -11
right_child=1 2 -4 15 14 7 -8 8 -10 29 -12 -13 -14 24 27 21 19 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024245506135263991 -0.002144333518359532 -0.0019134124632970051 0.0013496783714313084 -0.0022425023932167595 -0.0024001590770208999 -0.0018245089167179974 -0.00263783624077257 0.0013146754214281625 -0.0021911022206374635 -0.0012879439598198752 -0.0013686167988870485 -0.0018406440614530328 0.0023932041557794149 -0.00065522334202253402 0.001964974558136658 -0.0018007240032280553 -0.00029972212402198326 -0.0013268252270051003 0.0011788633723342047 0.0014062567604329981 -0.0017447974690880234 0.00055720174751826756 -0.0017556983899027706 0.0006372845235558147 0.0020432269542129426 0.0022600466276702824 -0.0011006368611242239 0.00014118787360398855 -4.6355163456477865e-05 0.00061964602531700019
leaf_weight=1.4220085702836511 0.79076534137130039 9.6075266944244522 4.6459752917289725 2.2868590932339457 2.049943489953876 10.345780408009887 0.83043714426457782 2.8575551547110072 2.7722280025482169 2.1354439407587043 3.7655765917152157 1.7978447750210751 4.5259512066841152 0.92755362205208314 2.404646310955286 4.2816575318574897 4.0060075316578141 2.6301648262888193 0.99223360046744424 9.0626690555363876 41.254464848898351 1.6310231536626814 1.5217164447531093 3.42488017026335 4.6854066029191017 12.201383640989659 2.1343749407678834 5.0372459888458234 1.6859488300979135 3.8875072319060564
leaf_count=21 7 294 76 51 30 407 10 23 86 21 47 48 39 12 24 54 44 34 21 133 1814 11 30 37 140 265 24 47 15 45
internal_value=0 0.000276735 -0.000614212 0.000698445 -0.00109195 -0.00125549 0.00140501 -0.00071225 -0.000187394 -0.00119796 0.000169203 0.000659468 0.00110834 0.00156689 3.91781e-05 -1.81403e-05 0.000417795 4.8652e-05 -0.00156167 0.000883314 -0.00159413 -0.00115029 -0.000618155 -9.88664e-05 0.001714 0.00182953 0.0010593 0.000730495 -0.00133792 -5.66921e-05
internal_weight=0 63.1146 20.2765 42.8381 88.4882 77.3104 21.5699 29.6873 18.3493 15.6305 15.5771 11.8115 10.0137 20.7395 11.1778 21.2682 15.3555 5.48772 11.338 13.0687 47.6231 5.91268 6.36861 4.9466 19.9487 19.0212 6.81978 7.44189 3.73589 6.02295
internal_count=3910 1187 436 751 2723 2607 458 705 277 360 191 144 96 448 116 293 228 57 428 177 1902 65 88 67 441 429 164 71 45 66
is_linear=0
shrinkage=0.00207845


Tree=187
num_leaves=31
num_cat=0
split_feature=1 39 3 0 457 1375 51 132 16 2 48 48 3 1212 122 124 52 52 3 3 15 15 133 16 160 47 9 16 52 52
split_gain=3.75597 2.70769 2.4988 2.34862 2.14892 1.82622 1.67276 1.63247 1.53147 1.58816 1.42383 1.41759 1.33725 1.31257 1.2029 1.47454 1.15236 1.33068 1.4268 2.25048 1.57759 1.52078 1.4841 1.09681 1.08322 1.06698 1.06605 1.12025 1.01188 1.24613
threshold=0.085835000000000009 0.005105000000000001 0.31335500000000011 -0.070894999999999986 0.081330000000000013 -0.43271999999999994 -0.40274499999999996 0.079995000000000011 -0.095109999999999986 0.11708 0.11930500000000001 0.088875000000000023 0.12046500000000002 -0.50114499999999984 0.089350000000000013 -0.087894999999999987 0.086950000000000013 0.086435000000000026 -0.084129999999999996 -0.08348499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.089725000000000013 0.058875000000000004 -1.0000000180025095e-35 0.091010000000000021 -1.0000000180025095e-35 0.63868000000000003 0.11401500000000002 0.11008000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -3 8 10 13 24 28 -7 -10 15 -8 17 18 -1 -20 -21 -22 -23 -9 -2 -26 -15 -28 29 -5
right_child=1 6 -4 11 5 12 14 23 9 -11 -12 -13 -14 26 -16 -17 -18 -19 19 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.002329652514918421 -0.001844981271517771 -0.0029248781101333106 0.0023236886123752551 -0.00053330533588246093 -0.0018255145015061134 0.0021321180203693496 -0.00014001307025837239 0.0018422751482758881 0.003382528816741736 0.00027366920312992259 -0.0025645388491424355 0.0016415959281594146 -0.0010824802021170072 0.0016751821985363786 -0.0013705490553214837 0.0023877234078479533 -0.0025967943787059368 0.0035164091031992576 0.0037932369099215927 -0.0019002453504314151 0.0032651944090412595 -0.0022158593317900561 0.0017859326413704282 -0.0020231205016431192 0.001333607542562456 -0.00072521202192000925 -0.0022465101424094915 0.0021518110470636173 -0.002472819963055933 0.0033757958190568111
leaf_weight=6.9053943641483846 1.5552326231263567 0.66106010973453422 2.4133346686139694 8.8137689344584906 1.4838011451065538 4.6919990880414835 2.1807746915146691 2.5184958204627033 0.33657264988869862 3.0840672166086724 1.5605356991291035 2.4003642932511857 1.1538034277036784 0.55419752746820883 0.96378065831959325 6.804846419952808 6.2924132910557082 0.40657039033248921 0.72054003272205491 6.4485832825303069 0.92243990302086176 1.7426607422530653 1.0706405667588113 0.66378869488835324 5.0471581062301984 2.8011332270689309 13.282508037984368 0.42775464709848243 1.7811521049588908 0.62495565833523947
leaf_count=565 53 10 122 277 13 81 54 69 10 61 29 49 22 6 13 295 644 23 30 390 8 103 25 22 96 34 707 13 73 13
internal_value=0 -1.03606e-05 -0.000318201 -0.0011149 -0.000481009 0.000824905 0.00119583 -0.000781713 -0.00098362 -0.00147062 -0.000198094 -0.00022428 0.00149764 -0.00183905 0.00146962 0.00177425 -0.00160983 -0.00126892 -0.00137816 -0.000775632 -0.00109888 0.000284427 -0.000692922 0.001036 0.000194623 0.000598794 -0.00196225 -0.00210928 -0.000623463 -0.000274476
internal_weight=0 52.1848 41.5744 38.1295 39.161 7.3296 10.6105 31.8314 28.6492 17.6851 10.9641 13.6202 5.8458 14.601 9.9494 8.98562 24.5092 18.2168 17.8103 10.9049 10.1843 3.73574 2.8133 3.18228 9.40352 7.84829 14.2645 13.7103 11.2199 9.43872
internal_count=3910 1710 1338 2200 1216 116 372 1100 1009 797 212 412 103 736 362 349 1788 1144 1121 556 526 136 128 91 183 130 726 720 363 290
is_linear=0
shrinkage=0.00267512


Tree=188
num_leaves=31
num_cat=0
split_feature=1 12 47 52 52 3 3 15 15 13 159 447 475 48 49 1 52 150 0 123 376 3 0 15 1 4 160 51 43 12
split_gain=10.9941 3.69788 3.483 3.42251 2.72803 2.62444 2.22744 2.01661 1.93724 2.08952 1.85886 1.8106 1.60177 1.70608 1.55844 1.50982 1.39498 1.39471 1.34245 1.32931 1.21697 1.80736 2.36474 2.08498 1.37976 1.23189 1.99729 1.19025 1.05975 1.72247
threshold=0.10113500000000002 0.083325000000000024 0.087850000000000025 -0.27466499999999994 0.12539500000000003 0.10666500000000002 -0.115685 0.083185000000000023 0.024640000000000006 -0.071149999999999977 -0.094429999999999986 0.085135000000000016 -0.082539999999999988 0.12862000000000004 -0.14750499999999997 0.14000500000000002 0.17829500000000004 0.084800000000000014 -0.077944999999999987 0.08128500000000001 0.048695000000000009 -0.12008499999999998 -0.10071499999999999 -0.0058549999999999991 0.085110000000000005 0.0057500000000000008 0.086620000000000016 0.13741000000000003 -0.17307499999999998 0.10129000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 17 11 12 -10 -6 16 -5 27 -11 19 20 18 -3 -4 21 -1 23 24 -23 26 -26 -14 29 -8
right_child=2 5 15 4 10 -7 28 -9 9 14 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00073811712483485973 -0.0016103005839891154 -0.0021533681309041028 -0.0010078210880581817 -0.001352050767552403 0.00099024869307120936 0.00045819060668391527 0.00094180597921386482 -0.0021777575419066261 0.0020754496030407198 0.00064908103307604486 -0.0015308987486191542 0.0020621143158209409 0.001939201301146926 -0.00075973111138865354 -0.0020352520836229506 0.00096905165967287076 -0.002281236369849989 0.0013436123675502748 -0.0002001673462442368 0.00088647209334614052 0.00078806165066139862 -0.0021811639294795843 -0.0016873425898165648 0.0016535633331832172 0.00044793348361720913 0.00086458126469172937 -0.002345878266703327 -0.00081712467534558416 -0.0016685683949713109 -0.0021253365984015998
leaf_weight=4.624542227014909 2.4593325806781676 2.1747241811826825 11.361806500703095 0.78638130985201371 2.178820975124836 3.576301395893096 1.7491924073547118 2.4037511674687257 1.60885220952332 1.7755674272775648 2.8989519178867331 1.4158988744020451 15.966347405686978 1.1627529822289933 1.9090163931250566 2.6195524875074616 1.4738020841032256 1.5678466688841579 4.8009314211085421 1.829398127272724 4.2785538528114548 1.816756441257892 6.6177016478031812 2.2258907053619739 2.3151067681610584 2.9207706563174725 2.0540632307529449 0.69539376161992628 37.596512224525213 1.4038154259324072
leaf_count=53 86 80 187 10 39 23 28 75 24 27 38 21 469 11 25 32 34 19 69 30 57 50 170 17 20 24 23 9 2095 65
internal_value=0 -0.000912343 0.000328497 0.000725562 0.000923776 -0.00124774 -0.00137151 -0.000360737 0.0012154 0.000114528 -0.0004491 -0.000213891 0.00152852 0.00165561 -0.000741696 -0.000461109 -0.000327654 -0.000414045 -0.000809095 -0.000745114 -0.000220435 -0.000411573 -0.000707768 -0.000135743 -0.000573091 -0.000172337 -0.000865512 0.00182416 -0.00157225 -0.00042378
internal_weight=0 85.0162 47.2522 31.4414 28.9821 52.8693 49.293 32.1468 23.9043 5.29344 5.07777 29.7431 18.6109 17.8245 3.68458 15.8108 28.3272 8.5435 6.97566 13.1912 26.8534 22.5748 17.9503 11.3326 9.1067 7.28994 4.36917 16.6617 40.7495 3.15301
internal_count=3910 2923 987 738 652 2379 2356 544 575 76 77 469 499 489 52 249 448 168 149 217 414 357 304 134 117 67 43 478 2188 93
is_linear=0
shrinkage=0.00206239


Tree=189
num_leaves=31
num_cat=0
split_feature=4 403 484 11 1213 160 150 52 52 51 133 453 1 3 52 454 4 1 48 16 43 13 42 131 16 2 123 4 0 49
split_gain=3.63523 2.53749 2.20343 2.31056 2.38926 2.40819 2.07898 1.88381 2.0791 1.80956 1.78527 1.69497 1.52055 1.66007 1.45584 1.36066 1.28845 1.20729 1.44478 1.58235 1.15365 1.73806 1.50694 1.4522 1.42517 1.14861 1.13098 1.11783 1.36928 1.86624
threshold=0.27020000000000005 -1.0000000180025095e-35 -0.0043499999999999988 0.08184000000000001 -1.0000000180025095e-35 -0.40446999999999994 0.097030000000000019 -0.42985499999999993 -0.40891499999999997 -0.40274499999999996 -0.26719999999999994 1.0000000180025095e-35 0.10113500000000002 0.090325000000000003 -0.040174999999999995 -1.0000000180025095e-35 -0.59419999999999995 0.12058000000000001 0.11930500000000001 -0.53943499999999989 -0.15109999999999998 0.17936000000000002 0.092860000000000012 0.064640000000000017 0.25185000000000007 0.089910000000000004 0.08456000000000001 -0.51381999999999983 -0.084304999999999977 -0.085974999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -4 16 26 -7 -9 -10 -11 17 15 -14 25 -12 -6 18 19 -2 21 -17 23 27 -23 -1 -3 -22 29 -29
right_child=11 2 3 -5 5 7 -8 8 9 10 12 -13 13 -15 -16 20 -18 -19 -20 -21 22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025183750748132483 0.0035362572181708431 -0.0032218838718383741 -0.003367256671590743 -0.0031368831771156902 0.0048492583112805156 -0.0025690326485360367 0.0018309427976285063 0.0053932906042040074 -0.0036283960737237045 -0.0033737164490790358 -0.0038525230892462051 -0.0025881917147439521 0.0024372243253111252 8.992760361899445e-05 -0.0031936125122724378 0.0036480623498060414 -0.0032355645514113248 0.0028462480186549777 -0.0035518269258435794 0.0001428635859948643 -0.003543394800516408 -0.0034669892852368179 -0.0031400694414156789 -0.0031745750178908197 0.0027843338250661547 0.001668402362373979 0.0033573281882946821 -0.0029516226273882656 0.0013961156056470235 0.00029223367964908281
leaf_weight=1.3612222019582989 2.0312603898346424 6.25564005319029 2.4420183887705198 3.0365764754824331 0.22155402600765262 2.6393522992730132 1.1293681701645253 0.81093576969578762 1.2912371768616129 1.3737532054074097 0.93975798273459332 1.2342937812209118 6.6767690973356348 6.0273875584825873 6.7907314491458219 2.1977577041834624 3.2091676462441674 4.029098997823894 0.77139869518578041 5.0036806063726527 0.78257277980446716 0.90506861079484202 1.641849792562424 1.3681349391117681 0.66526379995048046 1.3949047951027749 0.28732329327613104 2.2441754946485242 8.747788843233149 11.027055182494214
leaf_count=62 64 492 231 142 1 211 22 13 31 124 26 23 173 108 785 31 246 237 12 136 13 38 69 58 6 47 5 52 194 258
internal_value=0 -0.000824572 -0.000598304 -0.000383154 -0.000231702 -8.65981e-05 -0.00223172 9.60571e-05 0.000246682 0.000155732 0.000265295 0.00102766 0.000380952 0.00132357 -0.00238694 -1.14262e-05 -0.00271345 0.00140475 0.000660749 0.00112267 0.000110607 0.00178658 -0.00013406 7.01386e-05 -0.000818646 -0.000399403 -0.00293297 0.000264827 0.000400174 -0.000256305
internal_weight=0 75.4674 65.9205 58.2482 55.2116 52.7696 7.67233 49.3389 46.6995 45.8886 44.5973 13.0697 43.2236 12.7042 9.54686 30.5194 3.43072 11.8354 7.80634 7.03494 29.5797 3.76809 25.8116 24.1697 1.57033 2.75613 6.54296 22.8016 22.019 13.2712
internal_count=3910 3438 2544 2025 1883 1652 519 1405 1194 1181 1150 472 1026 281 894 745 247 449 212 200 719 75 644 575 44 109 497 517 504 310
is_linear=0
shrinkage=0.0032425


Tree=190
num_leaves=31
num_cat=0
split_feature=1 12 3 40 3 3 51 150 4 14 51 51 484 133 2 15 2 448 15 16 150 160 12 1 122 3 132 13 160 403
split_gain=9.52083 4.30873 3.26702 3.15939 2.99725 3.9523 2.97697 2.56443 2.64167 1.97241 1.60084 1.61316 1.93487 1.4294 1.4091 1.2856 1.22747 1.2047 1.87121 1.19737 1.56157 1.36844 2.0475 1.53472 1.1502 1.05859 1.021 1.11925 1.00863 1.3328
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 0.34489500000000001 -0.115685 -0.032959999999999996 -0.40274499999999996 0.081245000000000026 0.50657000000000008 0.077685000000000018 0.092720000000000011 -0.10145999999999998 0.085815000000000016 -1.0000000180025095e-35 0.091525000000000009 -1.0000000180025095e-35 0.14073000000000005 -0.037059999999999989 -0.073314999999999991 -0.055679999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092720000000000011 0.11561500000000001 0.089350000000000013 0.12566000000000002 0.080815000000000012 -0.077504999999999977 -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=4 3 7 6 9 28 -2 8 16 15 11 -7 13 -13 -15 -1 19 -9 -19 20 -3 -22 -23 -24 -8 -10 27 -17 -6 -30
right_child=1 2 -4 -5 5 10 24 17 25 -11 -12 12 -14 14 -16 26 -18 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013950708310664299 -0.0022801300501573388 -0.0021929115791642492 0.0017706410138504636 -0.0023930113407153709 -0.0020681102533234583 -0.0018365947145883019 0.0017187673732986606 0.0021436375605747111 0.0018107061046357556 -0.0020933558572993963 -0.0022023768076955422 -0.0019943305515462985 0.0015396309200042797 -0.00076046371410667414 0.00055028635048311343 0.00077058426151632416 0.0005494384493733704 0.0014177033171127924 -0.00096385657584315714 -0.0015443226187835011 -0.0019748849165487185 0.0011359313069450973 -0.0020750103961470847 0.00033237773543178521 -0.00054952627414824149 -0.00070711560236530111 0.0012651542802642863 -0.0010769394996713131 -0.00196741724594432 -0.0010386323781619838
leaf_weight=2.9338521705940357 0.88709122687578101 2.0847797505557528 3.1423560697585335 1.0105891451239575 10.510646779090164 2.4557859562337425 12.377873891964551 1.7688515055924652 2.2667473517358299 1.7057188656181086 1.9845595452934492 1.9173519220203221 2.5706650726497164 6.9430083502083999 6.5240774666890502 1.908923225477335 2.1979885324835768 2.6871001049876209 2.7250554673373695 10.26006551086903 1.6039631078019727 3.894250618293885 2.1991201229393482 2.1455146856606007 0.99011323414743024 0.9812457002699374 1.6244827527552841 4.5498514743521818 9.3231220543384534 19.776478932239119
leaf_count=48 10 31 80 8 680 77 371 37 58 72 38 55 24 86 57 20 31 37 41 308 31 40 58 24 12 10 25 64 645 832
internal_value=0 0.0001585 -0.000206912 0.00106707 -0.000962261 -0.00114597 0.00131237 -0.000385405 -0.000665582 -6.69232e-05 -0.000466023 -0.000297196 -8.66469e-05 -0.00035839 -0.000125476 0.000246818 -0.000894092 0.000692761 0.000218572 -0.00103709 -0.000600778 -0.000263553 6.9612e-05 -0.000886168 0.00155076 0.00105005 -0.000169945 -0.000530895 -0.00153042 -0.0013362
internal_weight=0 53.2227 37.957 15.2657 74.7285 62.0057 14.2551 34.8147 27.6337 12.7228 22.3954 20.4109 17.9551 15.3844 13.4671 11.0171 24.3857 7.18101 5.41216 22.1877 11.9276 9.84285 8.23889 4.34463 13.368 3.24799 8.08326 6.45877 39.6102 29.0996
internal_count=3910 1187 786 401 2723 2494 393 706 591 229 337 299 222 198 143 157 523 115 78 492 184 153 122 82 383 68 109 84 2157 1477
is_linear=0
shrinkage=0.00202509


Tree=191
num_leaves=31
num_cat=0
split_feature=4 12 484 42 160 1 42 52 0 453 4 457 16 9 133 150 48 151 15 3 2 15 12 1456 4 43 1 47 14 1443
split_gain=3.28458 2.36492 1.64867 2.01739 1.97384 1.50188 2.30524 1.61896 1.66665 1.48739 1.43556 1.7954 1.76084 1.40467 1.36297 1.29819 1.53512 1.43906 1.73111 1.67969 1.33845 1.22689 1.20058 1.1943 1.18184 1.21647 1.11266 1.3019 1.23027 0.968197
threshold=0.27020000000000005 0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 0.13026000000000001 0.09901500000000002 -0.51745999999999992 -0.070894999999999986 1.0000000180025095e-35 -0.084009999999999987 0.081330000000000013 -0.17157499999999998 -0.016839999999999997 -0.17468499999999998 -0.07718499999999999 -0.084204999999999988 -0.051109999999999996 -0.095799999999999982 0.24227500000000002 0.097135000000000013 1.0000000180025095e-35 -0.095029999999999989 1.0000000180025095e-35 -0.48072499999999996 -0.11652999999999998 0.12730000000000002 0.10976000000000001 -0.46879999999999994 0.10318000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 29 6 7 -6 10 23 -9 12 -12 -1 -14 -15 -17 20 -19 21 -18 22 -20 26 25 -24 27 28 -2 -5
right_child=9 2 3 4 5 -7 -8 8 -10 -11 11 -13 14 15 -16 16 17 18 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034099136790111859 -0.0014847834923947618 -0.0033881142516635526 -0.0026121242840678022 -0.0036387585865458858 -0.0035779899565613659 0.0031797188035855108 -0.0032631776356425407 0.0036959731262840609 0.0016892560937049618 -0.002670379807276317 0.00057254995299339914 0.0014753742798202147 0.0037444558967407175 0.0019384742429406595 -0.0033733398871312239 -0.0036224960642606274 -0.00028674093218782477 -0.0025189371485985273 -0.0033594530655834008 0.0037687011292374005 0.0036504157438353949 -0.0027077600285911612 0.0020070228264730452 -0.0026305027584938826 0.00087647918405029247 -0.0038159578753276971 0.0036280039725955691 -0.0022018383595462034 0.002443637890253618 0.0034349738053902931
leaf_weight=1.3272423399612332 1.2192874122410993 4.6942167966626576 9.1055240542627853 3.3606614456512029 1.5330898920074165 1.420042362064122 3.349548253696411 0.90728537598625436 6.152329537551851 1.1975220311433066 2.6951111480593726 2.8810426858253786 0.35810853494331674 2.9223644239828053 5.1310013085603607 1.8669412508606971 2.3056521229445996 4.9273979999125137 1.2073761778883767 1.2656270274892438 2.0118592465296388 2.5219451510347417 0.64134768396616015 0.82490586116910058 9.3552403412758842 1.4686858542263621 2.9284850656986237 1.2622030004858968 5.319896799977867 0.2593411961570381
leaf_count=57 24 519 803 297 167 30 276 20 75 23 38 59 12 53 429 32 57 123 23 43 59 53 4 14 140 65 203 21 187 4
internal_value=0 -0.000867244 -0.00141837 -0.0011695 -0.000701161 -0.000340928 -0.000558225 -9.73247e-05 0.000197087 0.00107174 -0.000569694 -0.000919453 -0.00176249 -0.000142476 -0.00290898 -0.000297091 -0.000534038 -0.000309726 -0.000684721 -0.000135645 0.00154788 -0.000460856 -1.37062e-05 0.00145957 0.000338625 -0.00204605 0.00177401 0.00107806 0.00171115 -0.00313199
internal_weight=0 73.669 41.8473 37.1531 28.0476 24.4276 23.0075 19.658 18.1249 12.7523 11.9725 11.0653 8.18422 31.8217 5.48911 30.4944 27.5721 25.7051 21.3876 16.4602 4.31751 15.1946 12.6727 11.5548 11.4653 2.11003 10.7299 7.80139 6.53918 3.62
internal_count=3910 3438 2729 2210 1407 1106 1076 800 633 472 558 538 479 709 441 652 599 567 451 328 116 285 232 449 209 69 435 232 211 301
is_linear=0
shrinkage=0.00352745


Tree=192
num_leaves=31
num_cat=0
split_feature=4 12 151 3 50 9 151 49 132 13 1348 52 376 4 3 52 41 15 0 13 48 160 15 47 51 13 2 43 47 1
split_gain=11.0571 7.8989 3.64495 3.26837 2.65419 2.51731 2.7456 2.37842 2.0203 2.40155 1.97018 1.81904 1.58441 1.86335 1.52808 1.41785 1.58236 1.75091 1.72612 1.2769 1.20567 1.88408 2.07424 1.19971 1.22988 1.15953 1.14134 1.0909 1.08977 1.08036
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 0.14390500000000003 -0.016839999999999997 -0.086769999999999986 -0.22390499999999999 0.080815000000000012 -0.089899999999999994 0.084620000000000015 -0.0093349999999999978 0.048695000000000009 -0.00072999999999999985 -0.097604999999999983 -0.15154999999999999 0.078535000000000008 0.084785000000000013 0.10302000000000001 -0.094679999999999986 0.09227500000000001 -1.0000000180025095e-35 -0.073314999999999991 0.096475000000000019 0.11024000000000002 0.14810000000000004 0.092340000000000019 -0.17307499999999998 0.091210000000000013 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 5 -2 7 23 -1 26 -3 9 11 12 -8 20 -14 15 -9 17 18 25 29 -11 -22 -23 24 -4 -17 -7 -21 -13 -16
right_child=2 3 4 -5 -6 6 8 14 -10 10 -12 28 13 -15 19 16 -18 -19 -20 27 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018955961027495539 -0.0018795905330832206 0.00037210560093377032 0.0018622374806541153 0.00052271398290959319 -0.0021801334696397163 0.00017838933215026648 0.0016204415092662557 -0.0019998678127850517 0.0010257901024129682 -0.0013095688945691441 0.0013717031528111593 -0.0010775681183568162 0.0014121453713140002 -0.0011343349100766829 -0.0012041521862218708 0.0011879845728120686 -0.0020468029187221148 -0.0016087328958685166 -0.0014591953854662845 -0.00022954882192434813 -0.0020907554806696197 0.0014129868800977043 -0.0011339479230422667 0.00033003126208416307 -0.00019097123917047627 -0.00065631900051125373 0.0019190828477992333 -0.0016715011247197917 0.0010447007375675266 0.00061977009399136716
leaf_weight=2.2097037173807612 1.5398628488183046 3.2639375990256658 10.846700046211476 4.2001100108027449 0.80631966516375619 2.7016614843159905 3.0368421077728271 2.8755917046219102 3.4655325775966039 17.44928411487491 1.5332743935286988 2.5924884974956508 2.255010299384594 1.977137530222534 3.6465973192825905 4.6111315563321096 2.0575213618576518 2.5096027925610533 1.7526915688067672 2.0253260023891917 1.6651728618890045 2.6272557843476529 2.1168045252561565 3.1355751920491466 1.1865687761455763 1.7144129555672405 2.824914775788784 38.259134680964053 1.3484191782772539 1.7677726615220306
leaf_count=57 20 46 341 33 9 34 59 123 56 286 20 40 31 28 117 55 58 87 24 41 25 30 23 40 16 45 47 2077 16 26
internal_value=0 -0.000697909 0.000933779 -0.00111387 0.00120496 -0.00010026 -0.000196989 -0.00122047 -0.000371492 -0.00050379 -0.000741823 0.000506773 -0.000857186 0.000222503 -0.00130537 -0.000786304 -0.000510337 -0.000211757 0.000222231 -0.00148167 -0.00104871 -0.000338502 0.000276542 0.0013849 0.00165978 0.000688123 0.00106815 -0.00159901 -0.000351414 -0.000608648
internal_weight=0 116.487 17.515 68.6838 15.9752 47.8035 45.5938 64.4837 40.0672 36.6017 29.6239 6.97775 28.0907 4.23215 61.2198 15.521 12.6454 10.5878 8.07824 45.6988 23.8585 6.40923 4.74406 15.1688 12.0333 6.32554 5.52658 40.2845 3.94091 5.41437
internal_count=3910 3484 426 2732 406 752 695 2699 614 558 443 115 423 59 2653 392 269 211 124 2261 364 78 53 397 357 100 81 2118 56 143
is_linear=0
shrinkage=0.00191472


Tree=193
num_leaves=31
num_cat=0
split_feature=1 39 3 0 457 132 51 42 2 42 4 123 52 52 133 52 52 52 12 43 133 13 16 0 48 16 1212 159 47 1446
split_gain=3.24278 2.41143 2.02184 1.88581 1.87186 1.46438 1.46188 1.3445 1.31402 1.28706 1.39541 1.34351 1.19114 1.84982 1.55717 1.51809 1.57831 2.22089 1.41159 1.68665 1.33841 1.21468 1.18414 1.79066 1.56678 1.38628 1.23406 1.17937 1.1435 1.27918
threshold=0.087545000000000026 0.005105000000000001 0.16699000000000003 -0.074249999999999997 0.081330000000000013 0.079995000000000011 -0.40274499999999996 0.091955000000000023 0.113945 -1.0000000180025095e-35 -0.49837999999999999 0.091310000000000016 0.086950000000000013 0.086635000000000004 -0.0056849999999999991 -0.11051499999999999 -0.081429999999999989 -0.0025949999999999997 0.086935000000000012 -0.084059999999999982 0.083815000000000014 -0.26418499999999995 -0.15168999999999996 -0.23129999999999998 0.11930500000000001 0.67964000000000013 -0.50114499999999984 0.092630000000000018 0.084695000000000006 0.090635000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 22 -3 9 -6 11 -11 -5 13 14 -1 -16 -17 -18 19 -19 -21 -20 24 -24 -2 26 -25 -12 29 -8
right_child=1 6 -4 7 8 -7 28 -9 -10 10 27 -13 -14 -15 15 16 17 18 21 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00299071584389929 0.00038533413434048322 -0.0033205276267772687 0.0019259410013486664 -0.0028444944042643381 0.001789585033321548 0.0012272093782997259 0.0028816991264939969 -0.0020336984949834731 -0.0015620074422950322 -0.0015782922829858229 0.0021736184114404056 0.0025422797978079492 -0.0029490470092166476 0.0060761106982318118 -0.0031773623927649022 0.0013637975873373068 -0.0031807190809012317 -0.0031352861554125515 0.0034021582302005285 0.00097935623595068479 0.00592440786497366 -0.0028123705176826509 0.002435668432668485 0.0040329356649617502 -0.0033642023643165185 0.0034591684705126899 -0.0021517264506913675 -0.0010503350101691031 0.00024269830000766396 -0.0030008615415254569
leaf_weight=4.5804008170962396 7.0301966136321408 0.58064780756831069 3.4664035052992395 1.9844621741212898 4.6715435059741131 2.7876963987946501 5.5556842680089158 3.129699896555393 1.4478024346753953 1.7682676655240337 5.1429387745447457 0.56117990985512722 5.4173838538117698 0.3148295464925458 2.3386514964513525 3.2215529754757926 3.1880053286440697 0.58462108904495869 0.3563459645956758 1.4688490261323637 0.79815794387832273 1.789637381210923 0.97453172318637626 0.31135606300086038 1.2384713795036075 0.44911372289061624 14.557868113741279 1.3544582538306711 3.2477765511721373 0.37270180787891138
leaf_count=407 117 10 150 141 72 82 291 195 26 58 80 5 615 12 192 83 254 46 3 49 15 122 15 7 24 10 747 15 61 6
internal_value=0 5.02917e-05 -0.000308741 -0.00115906 -0.000540191 -0.00088405 0.00140943 -0.000259499 0.000996617 0.000254104 0.00084268 -0.00165699 -0.00168032 -0.0013116 -0.00143852 -0.000921294 -0.000458764 -0.00117606 0.000102731 0.0015199 0.00272039 -0.00178043 -0.00112367 -0.00160449 -0.000176267 -0.00186151 -0.00202222 0.00150155 0.00170873 0.00251188
internal_weight=0 46.6918 36.935 37.9994 33.4686 27.3492 9.75681 13.941 6.11935 10.8113 8.26566 2.54564 24.0584 18.6411 18.3262 13.7458 11.4072 8.18562 4.99761 2.85163 2.26701 2.14598 24.5615 16.2929 8.26867 15.3183 14.8692 6.4974 9.17616 5.92839
internal_count=3910 1618 1250 2292 1100 1002 368 494 98 299 153 146 1798 1183 1171 764 572 489 235 110 64 125 920 779 141 764 754 95 358 297
is_linear=0
shrinkage=0.00307385


Tree=194
num_leaves=31
num_cat=0
split_feature=1 12 12 40 3 39 47 50 4 13 49 48 2 0 15 3 376 147 0 16 160 16 0 1 457 51 3 16 1 2
split_gain=16.407 5.36882 4.44164 3.76283 3.70136 3.21654 3.24884 4.0171 4.26045 2.92176 2.96568 2.22815 2.86314 2.8054 1.81298 1.87491 1.90746 2.04225 1.84103 2.07357 1.80649 1.76883 2.01467 1.61946 1.59268 1.678 1.48974 1.37661 1.36698 1.27302
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.34489500000000001 0.16699000000000003 0.15608500000000003 0.11603500000000001 0.11515000000000002 -0.17479499999999998 -0.09547499999999999 -0.081629999999999994 0.12862000000000004 0.090310000000000015 1.0000000180025095e-35 0.079360000000000014 -0.15002999999999997 0.048695000000000009 0.085900000000000018 -0.10071499999999999 -0.013279999999999998 0.084100000000000022 -0.50763499999999995 -0.084304999999999977 0.092550000000000007 -0.070739999999999983 -0.07742499999999998 -0.12008499999999998 -0.30307999999999996 0.085110000000000005 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 14 -2 5 6 7 8 -3 21 20 12 13 -10 15 -1 17 18 19 28 27 -4 -23 -18 -14 -26 -12 -11 -17 -30
right_child=1 4 9 -5 -6 -7 -8 -9 11 10 26 -13 24 -15 -16 16 23 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0009023756696276969 0.0015594726241127722 -0.0018862125465674243 0.0011756812988209166 -0.0020592693716387231 0.0013950538660776619 0.0019202411790724197 -0.0013907376193187946 -0.0020004747560476823 -0.0005881674611750695 0.00067082914143849043 -0.00066423310624029496 -0.0014133768028899499 -0.00050892126987077239 0.0019498068026790772 -0.0019040203664957875 -0.0016582997668796824 -0.00017929527148227982 0.0012309325118097395 -0.0014666867767225563 0.0014493675510953905 0.0010091221810884679 -0.001346883006217405 0.00015197114272839425 0.0019242542018971078 -0.00020928684014356929 0.0017801528880751611 -0.001598623532401997 -0.0018695614423030805 -0.0010018061675622599 0.00039600010504057918
leaf_weight=3.6644143424928215 11.678024983033534 2.7851563170552245 1.8334371000528324 0.96172559261322099 5.0184104125946751 2.062563555315136 7.2189831472933284 2.9690772108733645 7.5385631285607939 0.98398984409868751 6.0032765343785277 1.8729848433285941 1.4727659896016216 1.6397464349865911 2.278803762048482 3.0886531211435786 3.2943338342010966 1.64403686672449 8.00118465349078 1.6486360095441437 2.4338171258568764 6.2984180236235252 4.954535260796546 1.7240066919475792 1.5670376662165004 8.0249362643807913 43.57682550791651 2.0009823925793162 3.9155249781906587 4.1503361761569977
leaf_count=34 301 85 21 8 96 32 102 48 104 10 107 16 12 30 47 65 31 19 154 13 25 159 45 28 21 132 2051 46 36 32
internal_value=0 0.000278857 -0.000915103 0.00128413 -2.24554e-05 -0.00021393 -0.000339378 -6.7054e-05 0.000163476 -0.0011728 -0.00135049 0.000421601 0.000591382 -0.000134747 -0.000389958 -0.000279128 -0.000436756 -0.000655862 -0.000804963 -0.000391427 -0.000115312 -0.000425996 -0.000686956 0.000543361 0.00119371 0.00145514 -0.00148549 -0.00103213 -0.000663496 -0.000282557
internal_weight=0 54.81 101.495 12.6398 42.1702 37.1518 35.0893 27.8703 24.9012 68.0853 54.9989 22.116 20.243 9.17831 33.4099 31.1311 27.4667 22.4484 20.8043 12.8032 5.41879 13.0864 11.253 5.01834 11.0647 9.59197 49.5801 2.98497 11.1545 8.06586
internal_count=3910 987 2923 309 678 582 550 448 400 2464 2239 315 299 134 459 412 378 319 300 146 81 225 204 59 165 153 2158 56 133 68
is_linear=0
shrinkage=0.0017585


Tree=195
num_leaves=31
num_cat=0
split_feature=4 403 1456 480 1213 11 133 52 12 453 50 484 159 52 14 457 457 457 52 49 403 133 454 47 14 147 151 9 48 42
split_gain=3.15086 2.41547 2.14205 2.12153 2.25158 2.39662 1.78629 1.8906 1.56087 1.59216 1.86295 1.47892 1.38666 2.055 1.77995 1.5239 2.20652 1.46745 1.46947 2.29259 2.01887 1.34352 1.28874 1.28449 1.27824 1.25168 1.21522 1.1039 1.1682 1.1425
threshold=0.28937500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 0.082245000000000013 -0.26719999999999994 -0.42985499999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.11901000000000002 0.073820000000000011 0.10856 -0.40891499999999997 0.077685000000000018 -0.0034949999999999994 -0.14941999999999997 0.53894500000000012 0.11588000000000002 0.13239500000000001 0.088825000000000015 -0.031394999999999992 0.085470000000000004 0.10976000000000001 -0.46879999999999994 0.10058000000000002 -0.086424999999999988 0.081505000000000008 -0.098424999999999985 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 25 4 -4 6 -6 -8 -2 10 23 26 13 -9 15 16 -15 18 20 21 27 -20 -18 24 -10 -3 -1 28 -17 -30
right_child=8 2 3 -5 5 -7 7 12 9 -11 -12 -13 -14 14 -16 17 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025024309779601668 0.0031636421745579947 -0.002882294675067456 -0.0032036342050735158 -0.0031821133891297287 -0.002727418970421374 -0.0029240411104185017 -0.0027477822722582566 0.0054811749716304464 -0.0011952606961700514 -0.0033695175704484466 -0.0033849213925209692 0.00046077646437933249 -0.0022512552236575844 0.0022852184863301518 -0.0032213704905571777 -0.002626689988678398 -0.0031254088588667742 -0.0033961849616274474 0.0031351737009084157 0.0027828346051318748 -0.0018639432419552857 -0.0022481158048668981 0.0018663857655615602 -0.0016583837703645892 0.0027668738975442798 0.0037446896404194708 -0.0031071027310860129 -0.0016088307490525517 -0.00093339752540885941 0.0016141058075659883
leaf_weight=0.38784525077790011 2.5827283328399053 4.5071107731200746 2.3064012560062102 2.3965199096128336 2.102541089989244 2.7007178724743417 2.0185039620846501 0.74692026805131817 0.93740629218518634 0.93629769887775172 0.85108010098338116 1.6056338693015275 1.9431617134250689 1.3140820111148057 1.3070748792961229 0.68668599240482819 3.186868835240602 0.8369329497218122 0.49230515351518978 1.4219862874597309 2.1727770320139816 4.2138774003833523 0.58148110099136818 1.0452124662697313 4.4465999938547602 0.2883286029100417 6.897461084648965 1.2571608275175084 1.7923135925084448 25.332290119025856
leaf_count=10 201 325 235 204 163 142 191 8 11 19 13 61 104 38 29 15 147 13 13 29 91 170 8 15 167 2 837 60 44 545
internal_value=0 -0.000712623 -0.000502189 -0.000340604 -0.000219895 -9.27093e-05 5.60376e-05 0.000174736 0.00107271 0.000415459 0.000902234 -0.00221807 0.00029949 0.000408802 0.000323846 0.000430892 -0.00115536 0.000641904 0.000732342 -0.000648264 0.00100316 -0.00168498 -0.00235514 0.00146975 0.00207703 -0.00248384 -0.00280847 0.00121746 0.00134522 0.00144577
internal_weight=0 72.497 63.606 58.8106 56.4141 54.1077 51.407 49.3044 10.7993 8.2166 7.2803 8.89094 47.2859 45.3428 44.5958 43.2888 5.08243 38.2063 37.3694 6.12817 31.2412 4.70618 3.76835 6.42922 5.38401 4.79544 7.28531 29.0685 27.8113 27.1246
internal_count=3910 3484 2576 2249 2045 1810 1668 1505 426 225 206 908 1314 1210 1202 1173 193 980 967 212 755 183 155 193 178 327 847 664 604 589
is_linear=0
shrinkage=0.00308353


Tree=196
num_leaves=31
num_cat=0
split_feature=1 47 12 52 13 49 50 156 48 128 151 3 376 52 2 16 474 1 52 3 4 4 43 47 403 43 4 4 15 150
split_gain=9.93221 3.46006 3.41554 2.99968 2.64173 2.86598 2.5841 2.04844 1.8962 2.07398 1.6718 1.60005 1.69257 1.44375 1.74848 1.31712 1.93552 1.28482 1.19254 1.68078 1.17607 2.96743 2.18941 1.71048 1.27578 1.15904 1.36981 1.25188 1.06423 1.0443
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.24456499999999998 -0.09547499999999999 -0.081629999999999994 0.11551000000000002 0.11896500000000002 -0.088799999999999976 0.086435000000000012 -0.40391999999999995 -0.15121499999999996 0.048695000000000009 0.11588000000000002 0.097940000000000013 0.081265000000000018 0.084655000000000022 0.14000500000000002 -0.044539999999999989 -0.115685 -0.083329999999999987 -0.08422499999999998 -0.083254999999999982 0.085165000000000018 0.085745000000000016 -0.044024999999999988 0.074650000000000008 -0.018664999999999998 -0.091274999999999981 0.11016500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 11 -2 13 18 7 8 -5 10 -10 -1 15 14 28 16 29 25 -6 -20 21 23 -23 -7 -24 26 27 -3 -4 -13
right_child=1 17 4 6 5 20 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010612075564728355 -0.0013746077190245666 0.00092050983913259134 -0.0023190728528596116 -0.00075863842541158948 0.0012521178588105271 -0.001784645011580453 -0.0012415594324341689 -0.0017235208257155024 -0.0010488665081034834 -0.0013509225842166894 0.0017751974402806263 -0.0010132470150705315 0.00073693276083405378 -0.0023166247968115774 0.0012598295374316205 -0.0020915894941170676 0.0012562370967474431 0.00090610360820865565 0.0016060659812021153 -0.002239861479118982 -0.0019491909091458929 0.0052638806859866358 -0.002174856160979666 0.0020137761135475734 0.0027172885918064519 -0.0013607280056094691 0.0012697351921389659 -0.0018903812627292719 -0.00019679102291223272 0.00090623495708850807
leaf_weight=3.3878988008946207 2.7001921068876973 1.0948330676183098 1.3822095580399025 1.8558662738651097 2.1627483814954758 8.8837100388482177 2.180627377703785 1.0568958017975081 1.0001453459262943 1.110628843307494 19.599817574024204 13.125042837113151 4.1329500302672377 1.4121615784242738 3.2446170840412378 2.8892306620255104 2.3568408535793415 2.457711085677146 0.77656167745590243 1.5365328351035703 24.924011895433072 0.50832374487072218 0.58951855637132655 0.57288463599979955 0.41048283129930496 6.8784512812271705 2.1640497539192438 2.0967398518696427 4.7886940203607073 1.4265304189175356
leaf_count=38 94 32 37 26 27 422 43 16 15 16 528 221 61 54 29 95 30 32 8 46 1671 9 42 6 8 105 28 52 105 14
internal_value=0 0.000345161 -0.000917563 0.000765843 -0.0012422 -0.00149288 0.000981468 0.00117834 0.00130848 0.00148518 0.00163809 -0.000309223 -0.000503237 -0.000307693 -6.38862e-06 -0.000762135 -0.000534964 -0.000499655 0.00011475 -0.000948691 -0.00169337 -0.00111187 0.00166346 -0.00155454 -0.000166718 -0.000782059 -3.88494e-05 -0.000926137 -0.000672157 -0.000825075
internal_weight=0 44.196 78.511 29.5042 51.1925 40.3648 26.804 24.6234 23.5665 21.7106 20.6 27.3185 23.9306 10.8277 9.41552 19.7976 16.9084 14.6918 4.47584 2.31309 35.8889 10.9649 1.50833 9.45659 1 12.2341 5.35562 3.19157 6.1709 14.5516
internal_count=3910 987 2923 738 2464 2239 644 601 585 559 543 459 421 225 171 360 265 249 81 54 2158 487 59 428 50 217 112 84 142 235
is_linear=0
shrinkage=0.00213063


Tree=197
num_leaves=31
num_cat=0
split_feature=1 12 12 40 3 3 3 50 4 47 151 4 15 16 447 150 52 376 3 0 15 1 0 1 14 43 12 1 48 52
split_gain=14.2476 4.24966 4.14017 3.73774 3.22985 2.74503 2.8114 2.64632 3.30479 3.69162 2.28358 2.23069 2.04784 1.92853 1.86448 1.69655 1.66274 1.45943 1.80481 2.09089 1.86494 1.57554 1.39553 1.38493 1.33011 1.12056 1.79139 1.10988 1.03858 1.77221
threshold=0.10113500000000002 0.083325000000000024 -0.071274999999999991 0.34489500000000001 0.16699000000000003 0.10666500000000002 -0.115685 0.11515000000000002 -0.17479499999999998 0.087850000000000025 -0.40391999999999995 0.28937500000000005 0.083185000000000023 -0.27337499999999998 0.085135000000000016 0.084800000000000014 -0.24456499999999998 0.048695000000000009 -0.12008499999999998 -0.10071499999999999 -0.0058549999999999991 0.085110000000000005 -0.077944999999999987 0.092550000000000007 -0.46879999999999994 -0.17307499999999998 0.10129000000000001 0.078675000000000009 0.083775000000000002 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 6 15 8 -4 10 -10 13 14 -12 17 22 -15 18 -1 20 21 -20 -3 -19 -13 26 -8 -24 -27 -30
right_child=2 5 4 -5 -6 -7 25 -9 9 -11 11 24 -14 16 -16 -17 -18 23 19 -21 -22 -23 27 -25 -26 28 -28 -29 29 -31
leaf_value=0.00044384228810297394 0.0015307960879406357 -0.0018251380068482973 -0.0018641108945694667 -0.0020467076622834525 0.0013864830116825668 0.00033511277043146899 0.00076369164623489485 -0.0014637378049117081 -0.0020047696246543517 -0.00067780720148878529 -0.0014910640305634975 -0.0001178577979676164 -0.0018461961702366226 -0.0008939062958317188 0.001657178072644536 0.0012001547081029369 0.0010054164198892239 -0.00010941209430163339 -0.0018522823951257876 -0.0014573311051546062 0.0010301122074753276 -0.00024397216127579872 0.0004591279118905676 0.0018877135131603945 0.001856699192142573 -0.0015937138782621777 -0.0018032923206526387 -0.0012625915661501823 0.00037083072412088792 -0.0014994381817892565
leaf_weight=4.9686436001211467 10.426365965977308 2.3116594227030873 2.5762261794880024 0.97053000330925066 4.7120225317776194 3.6393429040908805 1.7839918797835701 4.12060348317027 0.92844641581178322 9.5604500975459796 1.6013259291648854 1.2465603686869222 2.5947535289451471 1.783491626381873 1.5080502908676852 1.7613191492855547 6.5393775999546113 3.1662164144217959 2.4455349314957839 7.5212484980002001 2.5680608022958138 7.627672117203474 3.0650132270529848 1.5836842879652975 6.1751239821314723 36.225468963384628 1.5399868339300153 1.8108071833848951 2.357537230476737 4.4436388984322539
leaf_count=53 301 80 86 8 96 23 28 73 9 141 15 13 75 24 21 19 77 31 61 181 22 72 32 28 144 1856 65 37 59 180
internal_value=0 -0.000848559 0.000301011 0.00122615 3.23389e-05 -0.0011317 -0.00122824 -0.000152441 2.52356e-05 0.000200103 0.000659392 0.000801993 -0.0003575 0.000261265 -0.000234438 -0.000333488 0.000598414 -0.000329905 -0.000497431 -0.000729389 -0.000296281 -0.000634432 -0.000709313 0.000556458 0.00152505 -0.00140098 -0.000425582 -0.000180293 -0.00147634 -0.000851134
internal_weight=0 92.9226 50.6405 11.3969 39.2436 58.9388 55.2994 34.5316 30.411 27.8348 18.2743 17.3459 33.9839 9.9242 31.3891 8.9488 8.32287 29.8811 25.1312 20.1625 12.6413 10.0732 7.18748 4.7499 7.42168 46.3506 3.32398 4.87582 43.0266 6.80118
internal_count=3910 2923 987 309 678 2379 2356 582 509 423 282 273 544 116 469 168 101 448 389 336 155 133 149 59 157 2188 93 69 2095 239
is_linear=0
shrinkage=0.00174363


Tree=198
num_leaves=31
num_cat=0
split_feature=1 12 3 3 150 4 40 51 453 150 14 0 159 47 51 1 132 133 160 48 159 474 15 122 2 1 52 51 2 1
split_gain=12.0911 4.44913 3.58724 4.43836 3.47307 2.74237 2.58631 2.71322 2.43813 2.26517 1.99024 1.59143 1.55014 1.56721 1.45546 1.41233 1.38304 2.16898 1.35801 1.23523 1.2211 2.10656 1.20025 1.19069 1.17921 1.0121 0.992374 0.960173 1.05305 1.94665
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.115685 -0.032959999999999996 0.081245000000000026 0.22584000000000001 0.34489500000000001 -0.40274499999999996 1.0000000180025095e-35 -0.07009 0.077685000000000018 0.12007500000000002 -1.0000000180025095e-35 0.11939500000000002 0.080840000000000009 0.11215000000000001 0.080815000000000012 0.0068000000000000014 -1.0000000180025095e-35 0.12738500000000003 0.09141500000000001 0.084655000000000022 -1.0000000180025095e-35 0.089350000000000013 0.090695000000000012 0.12381000000000002 0.031990000000000011 0.092720000000000011 0.089910000000000004 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 6 10 -4 5 9 7 -2 12 -3 16 20 -7 15 -11 -14 17 22 -16 24 21 27 -1 -9 -6 -20 -24 28 -5 -30
right_child=1 4 3 11 19 8 -8 23 -10 14 -12 -13 13 -15 18 -17 -18 -19 25 -21 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016681529887580631 -0.0021621195460212882 0.0014521420755217449 -0.00150965211405458 -0.0011529313094698237 -0.00017528152259027097 -0.0014501624121864675 -0.0022219491945731943 0.0016510174476538667 -0.002180039746244194 -0.0015091211637947625 -0.0020064969527794681 0.00095870767144223205 0.00022832143733586286 -0.0010033243324648121 -0.0017597867033409395 0.0018616934519137482 0.0015306551769445264 -0.0018673756023586568 -0.00061208993090500294 -0.00089039441774062765 -0.0021018776954510997 0.0012182849420132068 -0.00085397689085711344 -0.00050538996134887753 0.0016294505026452932 0.0015625657219473729 0.00095982785325108839 -0.0021157190984871449 -0.00085276091834754616 0.0011988554663622144
leaf_weight=2.0775202987715584 0.81323379278183061 1.4006181936711097 41.680874604731798 6.2429267559200614 1.7674594912677983 1.2606204394251097 0.8349783122539528 13.323812643066047 1.3629117738455523 11.324162478558724 1.6587629681453098 2.7269345037639132 3.4601288922131044 1.4753952734172333 1.494876444339752 4.7804290913045406 2.5790449529886237 2.0106844929978251 1.6112074665725225 1.2042357251048086 1.92440232541412 2.423410076647996 2.7803389001637697 1.0472103804349888 6.1477005146443844 1.6348878461867569 1.9430809579789636 1.6989053916186083 4.5835281703621149 2.8402640447020531
leaf_count=25 10 20 2157 100 31 19 8 371 20 334 72 20 32 17 32 91 33 48 39 11 55 27 35 12 114 26 16 33 78 24
internal_value=0 0.000250848 -0.000944355 -0.00113375 -0.000104624 -0.00042636 0.0011146 0.00129807 0.000276357 -0.000922828 -1.3723e-05 -0.000435545 0.000581357 0.000844942 -0.00112989 0.00117586 0.000276474 -9.0608e-05 -0.000224057 0.000946919 -0.00062841 -0.000469011 0.00043469 0.00149388 0.00122645 0.00048317 -0.000107829 -0.000735125 -0.000563504 -6.78343e-05
internal_weight=0 54.9439 77.1707 64.1212 38.9246 29.8052 16.0192 15.1843 12.3395 17.4658 13.0494 22.4404 10.9766 9.71595 16.0651 8.24056 11.3907 8.81162 4.74097 9.1194 19.7134 17.789 6.80094 14.371 7.91516 3.2461 4.72342 15.3656 13.6667 7.42379
internal_count=3910 1187 2723 2494 786 630 401 393 179 451 229 337 159 140 431 123 157 124 97 156 317 262 76 383 145 65 51 235 202 102
is_linear=0
shrinkage=0.00194724


Tree=199
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 51 1348 16 157 3 16 14 48 4 40 151 150 2 51 13 122 51 484 43 3 15 160 403 402
split_gain=7.72868 3.24714 2.78841 2.57176 3.24331 2.48228 2.19087 1.93274 2.16603 1.94589 1.90357 1.77781 1.67907 1.41199 1.36986 1.76017 1.36017 1.3496 1.3227 1.294 1.25291 1.2306 1.16065 1.43907 1.26414 1.19743 1.11792 1.05083 1.16594 1.89782
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.115685 -0.032959999999999996 0.34489500000000001 -0.40274499999999996 0.094400000000000012 -0.069144999999999984 -0.073574999999999988 -0.10315499999999998 0.67964000000000013 0.077685000000000018 0.09227500000000001 0.0082450000000000006 -1.0000000180025095e-35 -0.087654999999999983 -1.0000000180025095e-35 0.090310000000000015 0.092720000000000011 -0.083814999999999987 0.089350000000000013 -0.10145999999999998 0.085815000000000016 -0.077224999999999988 0.086245000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50199999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 7 12 27 6 -2 8 10 14 13 16 26 -3 15 -10 -11 -12 20 22 -19 -8 -6 24 -24 -26 -1 -5 -29 -30
right_child=1 2 -4 4 19 -7 21 -9 9 11 17 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0015606618996349233 -0.0023971277109947407 0.0019916475551881815 0.0018716732308039375 -0.0022355128242373735 -0.0018352672200668166 -0.0025083833221303219 0.0018015376979669483 0.0025953358745126323 0.0023465778028756014 0.00058341611157449759 -0.0021928773125609144 0.0017878444272839886 -0.0022609565836261515 -0.0003481528754779215 0.0024627954438371244 -0.0022822093189587122 -0.0020060539270489886 0.00014956074354672725 0.00060025377703896792 -0.0023519818903964059 -0.0024478891765211813 -0.00077332272330034714 0.0011596129637570811 0.0015178636865517889 -0.0015769509667270456 -0.00010611541029579579 -0.00011978007463077416 -0.0020849147997419096 0.0050204365093061898 -0.0011200175939463188
leaf_weight=2.6160899391397825 0.70230220630764861 3.5123856458812979 3.0174554148688904 8.5565133802592737 2.0517670139670399 0.84790436178445894 11.002961627207691 1.0455685984343279 0.60804264806210984 1.0937892459332985 1.7526784650981433 0.74185197427868921 1.3708299109712232 1.9235698170959947 1.098578995093703 1.1346934186294739 9.1974323536269242 1.8297280650585892 5.3906407365575433 1.580513491295277 1.7516862927004693 0.97363515943288881 2.2317331060767218 2.3184257056564084 4.2143645202741027 7.2665859879925847 7.046029712073504 7.1835173619911066 0.24606361985206859 17.023217669688169
leaf_count=48 10 76 80 680 77 8 371 16 13 22 29 14 72 24 19 54 282 25 81 38 51 12 28 24 106 64 109 645 1 831
internal_value=0 0.000217968 -0.000143064 -0.000951086 -0.00115295 0.00112805 0.00137124 -0.000338664 -0.000440801 -0.00107704 0.000105429 -0.00149424 1.26413e-05 0.00116368 0.000542983 -0.00066722 -0.00173084 -0.00043096 -8.67723e-05 -0.000447167 -0.00112086 0.00159221 -0.000280679 -8.17125e-05 -0.000352155 -0.000646022 0.000335212 -0.00157338 -0.00134169 -0.00103252
internal_weight=0 47.6249 34.0981 63.7057 52.6727 13.5268 12.6789 31.0806 30.0351 13.8744 16.1607 11.0331 11.0329 5.43596 2.84132 1.74274 10.2912 10.7247 8.97206 19.6634 3.58141 11.9766 18.0829 16.0311 13.7127 11.481 9.66212 33.0093 24.4528 17.2693
internal_count=3910 1187 786 2723 2494 401 393 706 690 404 286 318 229 100 86 67 304 186 157 337 76 383 299 222 198 170 157 2157 1477 832
is_linear=0
shrinkage=0.00219523


Tree=200
num_leaves=31
num_cat=0
split_feature=1 47 12 52 3 50 3 48 48 128 3 150 51 376 16 474 159 50 133 4 0 15 150 1 11 2 0 3 43 13
split_gain=12.6427 4.13999 3.99745 3.68276 2.88499 2.7964 2.56091 2.04678 2.0735 2.07608 1.68183 1.58308 1.48019 1.39747 1.47713 1.92172 1.28699 2.37493 1.55218 1.69709 1.31665 1.21535 1.08819 1.08334 1.05214 1.10147 1.01139 1.42463 1.07397 1.66452
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.27466499999999994 0.097615000000000021 0.11551000000000002 -0.115685 -0.088799999999999976 0.12862000000000004 0.086435000000000012 -0.15121499999999996 0.091630000000000003 0.15358000000000002 0.048695000000000009 0.081265000000000018 0.084655000000000022 -1.0000000180025095e-35 0.08920500000000002 -1.0000000180025095e-35 0.08734500000000002 -0.19631499999999999 1.0000000180025095e-35 0.094620000000000024 0.092550000000000007 0.08184000000000001 0.086130000000000012 -0.11524 -0.080244999999999997 -0.17307499999999998 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 10 -2 6 7 11 -5 9 -9 -1 21 -10 14 15 22 -3 18 -18 -20 -21 24 -12 -15 25 -4 27 -8 29 -28
right_child=1 16 4 5 -6 -7 26 8 12 -11 13 -13 -14 23 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00090124571079272151 -0.0014841403809805038 -0.0016028678147973123 -0.00099388766551073001 -0.0007309233790799061 0.00046187235225660095 -0.0010534927394487081 0.0010436834033211893 0.0015205290806486786 -0.0014164891718922482 -0.00095398452902710484 -0.00095694124877550421 0.00185852078573887 0.0011535579010615779 -0.00016522534651906915 -0.0018414748216393211 0.0010566223975772022 -0.0019780321917591769 0.0017119448941952955 -0.001431080138279245 -0.0010171405883414803 0.00083660560847850427 -0.001587666574082827 0.00025951439095588965 0.0018098818214370743 -0.0015317152316274799 0.0010007450334897825 0.0007674803879926962 -0.0019579983573184928 -0.0016006107028508447 -0.0019433955775948195
leaf_weight=3.5399726461619165 2.4330698978155842 2.7309960257261983 1.4350863471627198 2.0516751296818319 3.5889364741742602 2.3535578511655322 1.277540151961148 21.35656929388643 1.6659279167652123 1.2295637596398581 11.982314184308061 0.9654852822422989 1.4264104962348936 2.8049448709934941 3.091222300194203 2.4821973629295817 2.068408794701095 1.8951239306479681 2.7169427527114767 1.8317205198109121 4.6472256220877197 3.026803613640368 3.1938271112740031 1.4417309295386074 1.388343261554837 2.8047317210584879 1.6992017198353999 0.94195174239575763 37.605157252401114 1.4305993076413868
leaf_count=38 86 57 20 27 25 43 21 525 19 17 204 12 21 32 95 30 22 33 66 25 46 98 31 29 35 35 30 25 2100 63
internal_value=0 0.00032863 -0.000857719 0.000707201 -0.00114447 0.000884429 -0.00125413 0.00104891 0.00119111 0.00138582 -0.000293343 -0.000390545 -0.000230997 -0.000462521 -0.000660601 -0.000453881 -0.000446045 -0.000205968 -0.000528641 -0.000202632 0.000312517 -0.000641435 -0.000700938 0.000505316 -0.000132555 0.000325605 -0.00144754 -0.00023023 -0.00151387 -0.000471633
internal_weight=0 48.4072 84.7 32.5168 56.1638 30.0837 52.5749 27.7301 25.6785 22.5861 28.5362 9.62045 3.09234 24.9962 20.7496 17.6583 15.8904 13.1594 11.2643 9.19589 6.47895 8.65496 15.1761 4.24668 5.62816 4.23982 42.9545 2.21949 40.735 3.1298
internal_count=3910 987 2923 738 2464 652 2439 609 582 542 459 200 40 421 360 265 249 192 159 137 71 188 235 61 90 55 2239 46 2193 93
is_linear=0
shrinkage=0.00185178


Tree=201
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 3 156 48 128 15 447 151 150 376 3 0 15 1 1 2 0 16 1 51 43 13 48 52 0
split_gain=9.36234 3.63806 2.96131 2.7339 2.407 2.06153 2.05642 1.8796 1.82818 1.88586 1.75658 1.59939 1.59036 1.3731 1.30514 1.87294 1.92275 1.73254 1.24618 1.23801 1.23019 1.21391 1.18084 1.00452 0.920361 0.908513 1.52987 0.986998 1.69737 1.22482
threshold=0.10113500000000002 0.087850000000000025 0.083325000000000024 -0.24456499999999998 0.11551000000000002 0.10666500000000002 -0.115685 0.11896500000000002 -0.088799999999999976 0.086435000000000012 0.083185000000000023 0.085135000000000016 -0.40391999999999995 0.084800000000000014 0.048695000000000009 -0.12008499999999998 -0.10071499999999999 -0.0058549999999999991 0.13702500000000004 0.085110000000000005 0.089910000000000004 -0.077944999999999987 0.032820000000000009 0.092550000000000007 0.084305000000000019 -0.17307499999999998 0.16421000000000002 0.083775000000000002 -0.088779999999999984 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 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 10 -2 7 6 13 8 -5 12 11 14 -10 21 15 -1 17 19 -3 -17 24 -4 -20 -16 -21 26 -8 -27 -29 -30
right_child=1 18 5 4 -6 -7 25 -9 9 -11 -12 -13 -14 -15 23 16 -18 -19 22 20 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0007628212815936694 -0.001432482581524298 -0.00097386836606087207 -0.0024441223102946671 -0.00082169742406111373 -0.001424050007429518 0.00039680384254197032 0.00099973745246627658 -0.0017473441643090439 -0.0010700768117010767 -0.0014148683218179426 -0.002465540620872923 0.0022493095985029791 0.0019351533657112371 0.0016437741208497291 -6.6572666629475683e-06 -0.0024613830345646148 -0.0019439658929316145 0.001445380911284226 0.002250514012224274 -0.00026532368315890367 0.00059138061489809974 -0.00016735284614824038 -0.00073519244056904909 0.0024984330041000666 -0.0026755964670239782 -0.002043191902213891 -0.0024559475644754161 0.00072228865423677713 0.0017221785298947103 -0.0024731323968168752
leaf_weight=4.2792254909873106 2.6189163923263541 11.090284510515628 1.8741665780544279 1.8205595780164063 1.9449915112927545 3.2824916653335086 1.6208095978945487 1.068404366262256 1.0104938652366495 1.0595979597419489 2.1629158454015842 1.2947818916290987 18.625094151124362 1.4448015987873075 2.5818870812654491 1.9719891091808657 6.7068614270538012 2.2890663221478595 1.4323727358132594 1.9028644673526289 3.5726156011223793 3.9848492853343478 1.4518178366124628 1.3150719124823806 1.576977767050266 27.348813650198281 1.2238688655197618 2.0490248445421457 0.43238018639385734 3.0557392369955769
leaf_count=53 94 207 80 26 43 23 29 16 15 16 75 21 528 19 31 61 181 22 27 22 31 69 15 28 19 1856 64 59 4 176
internal_value=0 0.000354525 -0.00101682 0.000837634 0.00107052 -0.00138539 -0.00152133 0.00127624 0.00141972 0.00161689 -0.000441161 -0.00028189 0.0017805 -0.000393307 -0.000406996 -0.00062469 -0.000954176 -0.00036741 -0.000618575 -0.000827228 -0.00037029 -0.00089564 0.000747596 0.000838713 -0.0013576 -0.00175191 -0.000487005 -0.00186133 -0.000963064 -0.00195309
internal_weight=0 42.1225 75.9712 28.1481 25.5291 46.3169 43.0345 23.5841 22.5157 20.6952 29.6543 27.4913 19.6356 7.30382 26.1966 22.2996 18.0204 11.3135 13.9745 9.02445 7.05246 5.85902 2.88419 3.89696 3.47984 35.7306 2.84468 32.886 5.53714 3.48812
internal_count=3910 987 2923 738 644 2379 2356 601 585 559 544 469 543 168 448 389 336 155 249 133 72 149 42 59 41 2188 93 2095 239 180
is_linear=0
shrinkage=0.00233305


Tree=202
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 3 15 48 15 147 457 4 4 4 1 47 1 150 16 123 15 49 52 160 2 484 42 16 12
split_gain=13.946 4.8389 4.41977 3.63239 3.49344 3.07894 3.00755 2.24421 2.53575 1.75816 1.7476 1.85717 1.63113 2.34597 1.7375 2.07942 2.54456 1.59715 1.57531 1.55859 1.27801 1.25846 1.21704 1.87369 1.18645 2.02542 1.22461 1.1727 1.15459 1.30327
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.27466499999999994 0.11551000000000002 0.097615000000000021 -0.115685 0.10943500000000002 0.12862000000000004 0.079360000000000014 0.085900000000000018 -0.066264999999999991 -0.48072499999999996 -0.0010999999999999996 0.0057500000000000008 1.0000000180025095e-35 0.077735000000000012 0.13702500000000004 0.084800000000000014 -0.040439999999999997 0.08128500000000001 0.024640000000000006 -0.080034999999999981 -0.080899999999999986 -0.080734999999999987 0.11462500000000002 0.042570000000000004 0.097535000000000011 -0.17157499999999998 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 9 -2 7 6 18 8 24 10 11 -1 -13 -14 -15 -16 -17 20 21 -19 -3 -4 23 -8 25 26 -5 -9 29 -24
right_child=1 17 5 4 -6 -7 22 27 -10 -11 -12 12 13 14 15 16 -18 19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022236401765072804 -0.0014049291800586894 -0.0010210948955169867 -0.00014827998577015495 -0.0015999434238985831 -0.0011599616766797621 0.00040929497859121537 0.00064416955459358925 -0.00096069969438492757 -0.001081912693228488 -0.0019642978721995229 0.0014102400950841561 -0.0013560773661393797 0.00058781788679731313 -0.0016673887411849562 -0.0016517072259222597 0.0014675878039692785 -0.00099392162633145224 0.0018461085087846788 0.0012452771324027183 -0.00059592821431378809 0.00062900353906024777 -0.0015949259113944487 0.00079206141699105252 -0.0016515239145099296 0.0016162679805861284 0.0020395039529880329 0.00073370303541199803 0.00094335484829195044 -0.0016412510383069987 -0.0013649495687877639
leaf_weight=1.6377911455929375 2.5652945442125192 11.492804413661363 5.4522333405911905 1.3843587730079954 2.6355237215757361 3.9287478178739539 2.2453491799533367 2.5713248550891867 1.4661030545830716 2.0491083301603785 2.0755738466978064 3.6023233607411482 10.745210852473987 3.5501627083867593 2.1813897583633661 3.392825148999691 2.4082115720957518 1.7092703916132452 1.6992628872394551 1.7991537302732457 1.8240143042057742 3.2006951784715056 1.4242728482931841 2.5425881035625926 18.421954480931166 2.0131330545991659 1.6567169167101381 1.8765857350081203 40.446958562359214 2.7597777843475342
leaf_count=17 86 180 84 17 43 25 27 32 13 47 27 70 121 52 60 25 40 24 19 18 27 97 18 71 439 48 34 26 2047 76
internal_value=0 0.000300086 -0.000883237 0.000691911 0.000859871 -0.00116114 -0.00126436 0.001041 0.0012547 -0.000323788 -0.000210196 -0.000332419 -0.000212736 -2.78572e-05 -0.000601497 -0.000127445 0.00044573 -0.000505467 -0.000366809 0.000593809 -0.00079508 -0.00068339 -0.00145238 -0.000574936 0.00140062 0.000614623 -0.00032862 -0.000157374 -0.00154651 -0.000630692
internal_weight=0 51.4162 95.3425 34.591 32.0257 63.6999 59.7711 29.3902 24.9423 31.6426 29.5935 27.5179 25.8801 22.2778 11.5326 7.98243 5.80104 16.8252 10.3522 3.50842 13.3168 8.65293 49.4189 4.78794 23.4762 5.05421 3.04108 4.44791 44.631 4.18405
internal_count=3910 987 2923 738 652 2464 2439 609 551 459 412 385 368 298 177 125 65 249 200 42 207 181 2239 98 538 99 51 58 2141 94
is_linear=0
shrinkage=0.00183135


Tree=203
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 3 15 48 15 447 150 1 45 123 42 3 376 0 16 132 13 1 43 13 2 160 42 48 52
split_gain=12.0531 3.93381 3.56448 3.20713 3.01807 2.5635 2.59383 2.19685 2.66219 1.7794 1.62105 1.55895 1.37832 1.27209 1.26063 1.22903 1.22494 1.47262 1.41913 1.78293 1.53268 1.51994 1.27212 1.16739 1.89948 1.15542 1.75883 1.12919 1.05336 1.84303
threshold=0.10113500000000002 0.087850000000000025 0.083325000000000024 -0.27466499999999994 0.11551000000000002 0.10666500000000002 -0.115685 0.10943500000000002 0.12862000000000004 0.083185000000000023 0.085135000000000016 0.091630000000000003 0.14000500000000002 0.091170000000000015 0.08128500000000001 0.097535000000000011 -0.5217799999999998 0.048695000000000009 -0.13027499999999997 -0.013279999999999998 0.080815000000000012 -0.10939499999999998 0.092550000000000007 -0.17307499999999998 0.16421000000000002 0.114165 -0.080734999999999987 -0.034284999999999989 0.083775000000000002 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 6 11 8 13 10 16 -4 14 25 -3 -9 -1 18 19 -18 21 -20 -19 24 -8 26 -5 -28 -25 -30
right_child=1 12 5 4 -6 -7 23 15 -10 -11 -12 -13 -14 -15 -16 -17 17 22 20 -21 -22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=0.0013614698626147057 -0.0014721345661555245 -0.00098279407474232989 -0.00063254076361134951 -0.00022219031576459591 -0.0012306051238330407 0.00037949541869678209 0.00099736280788626343 -0.0011293849866271144 -0.0012316877016181128 -0.002007173550394664 0.0017270915713084155 0.0019289882647753518 0.00079667892990243261 -0.00096056506459247983 0.00073953420807115245 0.00096174183449711898 -0.00050404644748210776 -0.00016068549205321443 0.00025477517154772676 0.0015694284797360394 0.00072386452500574022 -0.0017198126071618751 0.002046708036142317 -0.0017200328739565658 -0.0020010807313279267 0.002031292772320609 -0.00039908053736602408 0.0017691366848932276 0.00049693985745199694 -0.0016298040635102503
leaf_weight=1.4080262072384453 2.3224540846422341 11.087414070963858 7.34603153914213 2.7000473961234226 2.323004722595214 3.5009527169167987 1.6821648329496377 2.3965270239859811 1.4528026171028603 2.3017555885016909 1.4029813669621933 0.97502977587282647 2.5160097423940888 0.77667073160409827 1.7878837697207917 1.7705565132200716 9.2848903676494938 2.8917915243655434 1.6999640371650553 1.7924826405942553 1.4246972240507609 8.3464827295392556 1.4056181646883485 33.017475905828178 1.4044938096776602 9.0339899491518718 0.97738144174219499 7.9351831153035048 2.2801319230347872 4.1872262666001907
leaf_count=11 86 187 156 49 43 23 29 32 13 75 21 12 32 9 30 26 115 31 25 17 18 203 28 1856 64 252 15 213 59 180
internal_value=0 0.000297627 -0.000899537 0.000681072 0.000851361 -0.00119596 -0.00130434 0.0010302 0.00126174 -0.000395028 -0.000269905 -0.000332391 -0.000491836 0.00143083 -0.000743629 -0.000240884 -0.000369068 -0.000459832 -0.000654448 -0.000168528 -0.00112369 -0.00138569 0.00056132 -0.00149431 -0.000366991 0.00152079 0.00112364 0.00153136 -0.00158244 -0.000879999
internal_weight=0 47.0799 86.3522 31.6886 29.3662 54.3935 50.8926 27.0432 22.8761 31.9587 29.6569 8.32106 15.3913 21.4233 12.8753 4.16708 28.254 26.8459 22.5485 11.0774 11.4711 10.0464 4.29741 42.5715 3.08666 20.6466 11.6126 8.91256 39.4848 6.46736
internal_count=3910 987 2923 738 652 2379 2356 609 551 544 469 168 249 538 217 58 448 437 378 132 246 228 59 2188 93 529 277 228 2095 239
is_linear=0
shrinkage=0.00190339


Tree=204
num_leaves=31
num_cat=0
split_feature=1 39 3 3 51 3 48 50 2 457 14 52 376 51 484 457 150 38 43 11 133 474 15 52 12 48 13 160 43 43
split_gain=4.487 1.86581 1.804 3.0664 1.65099 1.60925 1.46764 2.01079 2.13766 2.14974 1.33612 1.31327 1.17546 1.2596 1.49428 1.26237 1.20878 1.11624 1.23428 1.09175 1.19998 0.963374 1.03102 0.94529 0.922146 0.895707 0.86804 0.864452 1.34831 2.20851
threshold=0.10113500000000002 0.005105000000000001 -0.115685 -0.055684999999999991 -0.40274499999999996 0.31335500000000011 0.12675000000000003 0.11515000000000002 0.11542500000000001 0.092385000000000009 0.077685000000000018 0.024145000000000003 0.048695000000000009 -0.097124999999999989 0.085815000000000016 -0.0015249999999999997 0.083205000000000015 0.13219500000000003 -0.26007999999999992 0.08184000000000001 0.0068000000000000014 -1.0000000180025095e-35 -0.20388499999999996 0.11588000000000002 -0.051479999999999991 -0.033554999999999995 -0.26418499999999995 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 10 27 -3 6 7 8 9 21 19 -8 13 -5 15 -15 23 18 -6 20 -1 -2 -23 24 -17 -10 -26 -4 29 -29
right_child=1 4 3 12 17 -7 11 -9 25 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.001607657390009444 -0.0040653659610141359 -0.0033804740548719118 -0.0030387347886828703 -0.0032302817848993211 -0.0010291109619521815 0.0025293540521954057 -0.0033814216532775262 -0.0033373740930069565 -0.00017480567126587149 0.0037272594013016357 -0.0032095538100090754 0.00051600580852802713 0.0012375493162068681 -0.0036623727278011983 0.0018659697900131477 -0.0033029934750610336 0.00085771917535384403 -0.0027086983389819851 0.0029199234110263176 -0.0022782478195442282 -0.001174746192700319 0.001834405059795438 -0.00080035416703562305 -0.0035190904826368371 0.0017450486906169787 0.0031332776367207354 -0.00092557489779577487 -0.0012370264648378076 -0.0024705342333841444 0.0049562112564466645
leaf_weight=6.1075724977999908 0.75443015759811416 0.58170808665454377 6.5434835562482503 1.8475039764307499 0.89215160906314839 2.194549908861517 2.5082022529095407 1.5636230614036311 1.0738255353644488 1.2202742341905821 1.0614663162268687 1.2840058747678993 3.3677087733522049 1.4340781681239665 2.2637037714011958 1.194974768906836 4.07134099677205 0.44493381399661291 6.0468338616192332 1.2086958205327381 2.0281538586132228 1.7126802988350451 9.8456303365528566 1.4441311354748902 1.5478625372052226 3.1995667442679396 5.2518155695870385 8.0111811296083015 10.554065953008829 0.60855622403323906
leaf_count=89 48 10 697 96 10 117 47 52 28 22 74 17 58 19 35 47 46 6 291 36 55 35 216 38 16 88 114 469 1022 12
internal_value=0 0.000379943 -0.00106072 -0.00131651 0.00170313 -3.57267e-05 -0.00027876 7.03162e-05 0.000369554 -0.000240671 0.000122601 -0.00206179 -0.00046939 -0.000771061 -0.000507031 -0.000866486 -0.000569707 0.00210362 0.00241219 0.000501113 0.000914032 -0.000633919 -0.000409942 -0.00118541 -0.000763866 0.00230202 -0.000317641 -0.00205512 -0.00171943 -0.000799782
internal_weight=0 33.3224 58.5463 48.1404 7.96563 25.3568 23.1622 19.37 17.8064 13.533 10.4059 3.79221 22.4231 19.0554 17.2079 14.9442 13.5101 7.38392 6.93899 9.34442 8.13573 12.3127 11.5583 9.43878 7.99465 4.27339 6.79968 25.7173 19.1738 8.61974
internal_count=3910 987 2923 2669 317 670 553 489 437 321 254 64 469 411 315 280 261 307 301 180 144 299 251 215 177 116 130 2200 1503 481
is_linear=0
shrinkage=0.00313415


Tree=205
num_leaves=31
num_cat=0
split_feature=4 12 151 13 49 43 52 160 3 11 52 50 52 1348 0 1 160 52 47 52 457 16 1 43 0 16 133 43 128 151
split_gain=15.0929 9.51173 3.72878 3.1408 3.85415 3.1402 3.25001 2.74516 2.66943 2.34322 2.32723 2.26106 2.02072 1.88655 1.70187 2.24842 1.68031 1.68524 1.65845 1.63147 1.60349 1.51105 1.48444 1.29152 2.17505 2.00773 2.19227 2.52794 1.30779 1.27401
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 -0.072894999999999988 -0.049504999999999987 -0.016329999999999997 -1.0000000180025095e-35 0.24227500000000002 0.077165000000000025 0.11588000000000002 0.11901000000000002 -0.0093349999999999978 0.084620000000000015 -0.084304999999999977 0.090475000000000014 -1.0000000180025095e-35 0.078330000000000025 0.096475000000000019 -0.087094999999999992 -0.066264999999999991 -0.50763499999999995 0.087480000000000016 -0.074254999999999988 -0.077944999999999987 -0.078844999999999985 -0.036599999999999987 -0.075819999999999985 0.10887000000000001 -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 5 -2 9 7 6 22 -5 13 10 14 18 -10 19 15 21 -8 -18 -4 -7 -21 -3 -1 24 28 -26 -27 -28 -6 -22
right_child=2 3 11 4 23 8 16 -9 12 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 29 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-3.8438600789504362e-05 -0.0015261500757334939 0.00077485878262823491 0.0015336558680073159 -0.0017341766467091845 -0.0014998970963687364 -0.0013594379232395183 -0.0016279214010150372 0.0003921493689419543 0.0017474206934616032 -0.0017275844863041143 -0.0018095904651053757 -0.00077381728389609944 -0.00020830822421267082 0.00099176705221221974 0.0010505667479328935 0.0012819858194005088 -0.0011624570478484357 0.0008591045318646842 0.00026376517520660173 -0.0019280866259689718 0.00076268294169999596 -0.001228421543079918 0.0015787328127649784 -0.0015445419645605028 0.0020029719999577989 0.0018830136178494697 -0.0011577410672149731 0.0019499299706891766 0.0013343161925925371 -0.00046717477953654474
leaf_weight=1.9452683459967355 1.5543110817670847 1.2824061457067699 12.964256765320902 2.1233659125864506 16.019560145214207 6.6649407409131554 1.8504063989967106 6.4210889954119903 2.5125428009778261 2.6856866935268036 1.7479391396045674 1.5596829503774632 3.1034307144582263 1.943815991282462 4.0089033152908087 1.8686422817409036 1.624384807422756 3.2562194410711527 3.4146610274910918 1.7438929416239357 2.5498849805444541 4.3331303242594013 6.3982694689184427 28.798593538813297 0.78764908388257104 0.80427707359194656 8.5287245642393792 0.74827476218342326 0.43961250968277354 16.785893790423863
leaf_count=27 20 15 348 54 724 124 20 84 54 65 50 18 36 23 27 21 25 37 40 17 23 92 137 1331 16 7 252 12 9 202
internal_value=0 -0.000646365 0.000882595 -0.00099176 -0.00115057 -9.37913e-05 0.000525603 -0.00013626 -0.000358265 -0.000346891 -6.68444e-05 0.0010913 0.00066667 -0.000552145 0.000198203 -0.000258366 -0.000312458 0.000186279 0.00126891 -0.000660314 -0.000439265 -0.000770937 0.00120169 -0.00130499 -0.00105254 -0.000489733 -0.000684487 -0.000907079 -0.0014242 -0.000304989
internal_weight=0 130.977 19.4929 80.5979 64.6711 50.379 15.0745 8.54445 35.3044 15.9267 13.241 17.9386 5.61597 29.6884 11.4931 7.48418 6.73101 4.8806 16.3789 27.7446 21.0797 5.61554 8.34354 56.1267 27.3281 10.8689 10.0813 9.277 16.4592 19.3358
internal_count=3910 3484 426 2759 2489 725 246 138 479 270 205 406 90 389 155 128 82 62 388 366 242 107 164 2351 1020 287 271 264 733 225
is_linear=0
shrinkage=0.00162114


Tree=206
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 4 15 48 15 447 49 160 12 38 1 52 4 0 1 47 4 4 0 4 42 43 13 45 2
split_gain=19.6169 6.29018 5.3122 4.98271 3.53778 3.50669 3.18906 2.47518 2.569 2.41384 2.18224 2.02931 2.07595 1.73422 2.05459 1.63725 1.5677 1.53418 3.73171 3.69449 2.18767 3.3478 2.18715 1.4097 1.40578 1.35205 1.26397 2.94611 1.23827 1.25027
threshold=0.10113500000000002 0.087850000000000025 0.083325000000000024 -0.27466499999999994 0.11551000000000002 0.10666500000000002 0.39574000000000004 0.10943500000000002 0.12862000000000004 0.083185000000000023 0.085135000000000016 -0.080034999999999981 0.084100000000000022 -0.083349999999999994 0.10657000000000001 0.14000500000000002 0.17829500000000004 -0.48072499999999996 0.024745000000000003 1.0000000180025095e-35 0.077735000000000012 0.015635000000000003 -1.0000000180025095e-35 -0.15713499999999997 0.004850000000000001 0.097535000000000011 -0.17307499999999998 0.16421000000000002 0.08572500000000001 0.114165
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 6 11 8 28 10 16 12 -4 14 -3 -15 17 -1 19 -19 21 22 23 -21 -24 -9 27 -13 29 -5
right_child=1 13 5 4 -6 -7 -8 25 -10 -11 -12 26 -14 15 -16 -17 -18 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012045992097085621 -0.0013265423105078985 0.0017449262387823907 -0.0011581493497633869 0.0010285599198015527 -0.00092568714730628936 0.00036174738254045384 0.0015310130123186204 -0.00081965001693311084 -0.00081636289061241319 -0.0017149758253003019 0.0015396684539216825 0.00056277683023672341 0.00068001873648677316 -0.00092788069220259577 -0.00079539036512309472 0.0004771886660620475 -0.0017765764470735646 -0.0014746556139455171 0.001350459440063894 -0.00028434111575839828 -0.0011829354053093093 0.0019120666729722474 -0.001804297166397399 0.0010303896022439171 3.0319241750646915e-05 0.00089919840979598732 -0.001413384930034061 -0.0016839882995059669 -0.00044971052847929828 0.0017384371793759598
leaf_weight=3.8924342971295074 2.9653174020349971 1.8047522287815838 3.7917143981903783 14.205757739022383 2.7090814691036931 3.9331654682755461 1.0855590514838684 2.749767128378152 1.5962723270058621 3.1744285728782407 1.6640553846955288 2.8097788672894231 2.7153825704008341 12.675609940662978 1.5026232376694677 2.5685454718768588 1.8559772484004486 5.8303079511970379 3.796847339719533 4.1096201762557039 3.3696066811680785 2.5809007715433827 2.4868553057312974 4.2958257421851149 1.8954623155295847 2.0625958982855082 53.575073728337884 3.2318090628832579 1.0261410474777211 11.612859949469565
leaf_count=66 86 30 81 277 43 23 11 32 13 75 21 43 25 180 16 23 34 125 34 36 39 22 32 47 13 26 2091 105 10 251
internal_value=0 0.000306419 -0.000850217 0.000672901 0.000837767 -0.00111106 -0.00119725 0.000981432 0.00116153 -0.000373821 -0.000254825 -0.00124204 -0.00039109 -0.000462592 0.000590797 -0.000691135 -0.00034236 -0.000259841 -0.000130197 -0.000359019 -1.18949e-05 0.000244858 -9.1628e-05 0.000387587 -0.00101078 -8.29455e-05 -0.00133492 -0.000639079 0.00127914 0.00134785
internal_weight=0 57.4793 110.095 38.9278 35.9625 71.1425 67.2093 33.2534 28.441 38.9523 35.7779 66.1238 6.5071 18.5515 3.30738 15.2442 34.1138 32.2579 28.3654 24.5686 18.7383 15.3687 12.7878 8.40545 4.38232 4.81236 59.6167 6.04159 26.8448 25.8186
internal_count=3910 987 2923 738 652 2379 2356 609 551 544 469 2345 106 249 46 203 448 414 348 314 189 150 128 83 45 58 2239 148 538 528
is_linear=0
shrinkage=0.00160478


Tree=207
num_leaves=31
num_cat=0
split_feature=1 12 150 4 3 3 40 453 3 159 14 47 39 47 48 455 3 150 132 133 51 474 2 15 150 3 3 1 12 12
split_gain=15.8726 5.45926 4.11936 3.80646 3.67772 4.76974 3.05511 3.0295 2.29924 2.12744 2.05649 1.76881 1.69827 1.66516 2.05078 1.87837 1.65698 1.574 1.42423 1.87579 1.34331 1.91818 1.67885 1.31909 1.13545 1.13637 1.89075 1.09599 1.04658 2.06597
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 0.22584000000000001 -0.115685 -0.032959999999999996 0.34489500000000001 1.0000000180025095e-35 0.31335500000000011 -1.0000000180025095e-35 0.077685000000000018 0.11939500000000002 0.11419500000000002 0.096300000000000011 0.11280000000000003 0.092155000000000001 -0.016619999999999996 -0.07009 0.080815000000000012 0.0068000000000000014 -0.10145999999999998 0.084655000000000022 0.091025000000000009 -1.0000000180025095e-35 0.13636500000000004 0.094625000000000015 -0.087544999999999998 0.11215000000000001 0.10595000000000002 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=4 6 3 8 10 -6 13 9 12 -5 18 27 17 15 -15 -2 -7 -3 19 23 -18 22 -22 -1 25 26 -4 -11 29 -24
right_child=1 2 24 7 5 16 -8 -9 -10 11 -12 -13 -14 14 -16 -17 20 -19 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014889423971215883 0.0018210537995279508 0.00094644592898449878 0.0014999569217915597 -0.0014398057379137045 -0.0015063141286536992 0.001369769870536563 -0.0021853448181771945 -0.0021230387666776583 0.0019932518763498639 0.00048557016490284057 -0.0019425758655104118 -0.00090878481272180342 0.0014045521133198048 -0.00063298356460981858 0.0019884408144433792 -0.0009599052293723006 -0.0019652869353362426 -0.0013725629664495531 0.0013240910984450478 -0.0016254080523674199 -0.0012980515136455872 0.0010780295776322433 -0.00046072807510137541 -0.00024499196522044818 -0.00024490652672331294 0.0020793523385285407 -0.0010891078579459814 0.0017997233347645373 -0.0014034857760340392 0.0016891294155979603
leaf_weight=2.2140613645315153 12.007039323449138 1.0979294069111443 3.0034632496535778 1.5226716883480538 48.601901171728969 1.5845732092857385 0.94477371871471305 1.5823206678032864 0.88404664397239585 3.8630553558468801 1.9160491432994593 1.5718400627374638 0.90497919544577499 2.9351401180028907 1.6366348359733818 0.92072684504091817 2.3272101823240545 16.781209733337164 2.7998470645397893 2.4230474038049579 8.210532754659658 2.5017900560051194 5.3570328764617425 5.1100593637675047 2.2529709972441196 3.422694519162178 1.4837184883654098 5.3000404834747314 1.8490643836557863 2.2285488322377205
leaf_count=25 319 12 48 19 2157 22 8 20 18 32 72 17 13 26 35 13 71 408 33 48 110 25 77 51 20 70 18 91 18 14
internal_value=0 0.000245369 -0.000116149 -0.000433527 -0.000996067 -0.00116807 0.00110134 0.000320395 -0.000964041 0.000635815 -0.000131962 0.000930227 -0.00110322 0.00127878 0.000305452 0.00162299 -0.000484763 -0.00123016 0.000144536 -0.000194288 -0.000615519 -0.000459605 -0.000677616 0.000279172 0.000930286 0.00126502 0.000643864 0.00124569 -0.00013768 0.000170873
internal_weight=0 62.1153 43.6709 33.5081 87.1237 72.6607 18.4443 13.8399 19.6682 12.2576 14.4631 10.7349 18.7841 17.4995 4.57177 12.9278 24.0588 17.8791 12.547 9.74717 22.4742 20.147 17.6452 7.32412 10.1628 7.90988 4.48718 9.1631 9.43465 7.58558
internal_count=3910 1187 786 630 2723 2494 401 179 451 159 229 140 433 393 61 332 337 420 157 124 315 244 219 76 156 136 66 123 109 91
is_linear=0
shrinkage=0.0018764


Tree=208
num_leaves=31
num_cat=0
split_feature=1 39 0 3 147 1186 48 42 14 16 42 42 123 13 124 43 157 4 16 9 43 48 2 160 51 1374 0 402 1212 0
split_gain=4.56641 2.83241 2.46923 2.32745 2.2003 2.01349 1.99044 1.44566 1.73631 1.42015 1.31956 1.37386 1.57539 1.41171 1.27838 1.27034 1.25408 2.1497 1.33391 1.27402 1.1418 1.02647 1.69939 1.4445 1.36465 1.4173 1.28721 1.1029 1.29078 1.60349
threshold=0.085835000000000009 0.005105000000000001 -0.070894999999999986 0.16699000000000003 1.0000000180025095e-35 0.084100000000000022 -0.09386499999999999 -0.0060199999999999993 0.087575000000000014 -0.069144999999999984 0.091955000000000023 -1.0000000180025095e-35 0.091310000000000016 0.10741000000000002 -0.52484999999999993 -0.24333999999999997 -0.07637999999999999 -0.0072799999999999991 0.67964000000000013 -1.0000000180025095e-35 -0.076484999999999984 0.12675000000000003 0.11635500000000001 -1.0000000180025095e-35 0.094915000000000013 -0.094679999999999986 -0.10575999999999998 -0.47918499999999992 -0.50114499999999984 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 -3 14 21 11 12 -4 20 -9 -12 17 -11 19 -18 -13 22 23 -2 25 -25 -27 -28 -29 -30
right_child=1 7 10 -5 6 -7 -8 8 -10 16 15 13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.0016650429612508439 -0.0025276835621711627 -0.00060635837194283947 -0.0027979146132210237 0.0017143409881355506 -0.001465477138179805 0.0028080865035439002 0.0023097139811920258 -0.0024431672863228769 -0.0028083413301754215 -0.002051095306911345 0.00064999802774523086 0.0017342547563355144 0.0023486006084116498 0.0029554596626137561 0.0023923813477664201 -0.0029540474699765095 0.0017299198268246677 0.0024302240663527396 0.0021650751658278716 -0.0023253810750784301 -0.00061237960454889947 -0.0022512976529380476 0.0027551736633322009 -0.003340723121362799 0.0025614666292230956 0.00076643471326002079 0.0035274355277500787 0.0034171814533887138 -0.0029888826561539324 0.0013033460001385733
leaf_weight=25.515436535701156 1.9891688614152396 2.314635162241756 1.870843505021184 3.9612803766503921 1.4423079984262583 1.1498452280648042 3.5338732260279349 0.42362665571272273 0.55811185389757145 1.6802043812349441 1.0678582713007929 2.2756804665550572 0.56885754317045201 1.6510351449251173 7.4966642446815959 2.1847244976088396 0.60166614130139073 1.47360678622499 0.5660802563652404 10.203665456734603 4.5837069218978286 1.8311106860637654 1.3861469132825721 1.0532368365675182 1.3192901923321176 6.0351367294788352 0.33904162514954439 0.34926072135567299 2.8586632227525115 0.82183891814202548
leaf_count=1788 65 33 113 150 30 25 77 6 8 92 18 40 4 15 325 148 6 32 13 453 74 30 38 13 19 61 8 9 197 20
internal_value=0 5.13737e-05 -0.00116126 -0.000262616 -0.00046532 -0.000713822 0.0012155 0.00129056 0.00180842 -0.000838396 -0.000256212 0.000193675 -0.00159792 0.000707275 0.00213375 -0.0017708 -0.00146821 4.27849e-05 -0.00188727 -0.00209957 0.000166143 -0.000329682 -0.000111831 -0.000380975 -4.67539e-05 -0.00034709 -4.4031e-05 -0.00116362 -0.0015583 -0.00203045
internal_weight=0 53.3885 39.7181 42.5954 38.6341 33.658 4.97618 10.793 8.4784 32.5081 14.2027 10.9501 2.4397 8.51042 7.92029 3.25258 14.5252 3.15381 11.3714 10.8053 6.85939 17.9829 16.1518 14.7656 12.7765 11.4572 10.4039 4.3688 4.02976 3.6805
internal_count=3910 1710 2200 1338 1188 1081 107 372 339 1056 412 246 117 129 331 166 596 124 472 459 114 460 430 392 327 308 295 234 226 217
is_linear=0
shrinkage=0.00270814


Tree=209
num_leaves=31
num_cat=0
split_feature=4 12 13 49 52 151 11 43 52 43 50 43 0 128 1348 130 394 16 43 133 156 47 51 156 49 0 48 159 4 2
split_gain=3.99105 2.84138 2.03672 2.42177 1.84135 1.72895 1.58872 1.463 1.95773 1.6315 1.36018 1.26196 1.90742 1.77794 1.6645 1.34945 2.11905 1.34693 1.57589 1.3168 1.16559 1.08364 1.10015 1.14166 1.05991 0.994547 0.975196 0.97462 0.912091 0.86706
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 -0.081629999999999994 -0.044539999999999989 -0.27336999999999995 0.077165000000000025 -0.049504999999999987 -0.016329999999999997 -0.0088849999999999988 0.14390500000000003 -0.074254999999999988 -0.077944999999999987 0.11581500000000002 0.084895000000000012 -0.083489999999999995 -0.013009999999999999 -0.078844999999999985 -0.075819999999999985 -0.036599999999999987 0.096585000000000018 0.096475000000000019 0.11024000000000002 0.11896500000000002 -0.080639999999999976 -0.061129999999999997 0.099240000000000009 -0.52106999999999992 -0.10018999999999999 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -4 -2 24 8 -1 -9 21 12 13 27 15 16 -13 -14 19 -19 -11 22 23 -7 -3 -10 28 -5 -21 -26
right_child=5 2 3 11 -6 10 -8 9 25 20 -12 14 17 -15 -16 -17 -18 18 -20 26 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0025609638529845626 -0.0030508746572557705 -0.0022937192569905031 0.0025534670426433799 0.0021062998699108246 -0.0016482096863067893 0.0035891722622264136 -0.0035914295138524096 -0.003676844970579924 -0.0022889193384912697 -3.2480963482675899e-05 -0.0037479735935211913 0.0095465207802567075 0.0041468776345836471 0.0057446446019039426 0.0031781711437391422 -0.0034613711377370457 -0.0035367173210161759 0.0037643181292372706 0.0044714336930175083 -0.00028459853609269796 -0.0029771856777930546 4.778559954477858e-05 -0.0011000575591719711 -0.0021396485870665053 -0.0008178608405541726 0.00099514431011433948 0.0029553691529823644 -0.0031742856525469017 -0.0035897053442771622 0.0017022461110592858
leaf_weight=5.0224168496206403 0.97276106383651395 1.4451837623491872 2.4446235029026866 0.44322394765913298 2.5705170640721908 6.1188290473073685 1.352177281398325 1.8306766492314661 2.1528759682551026 20.016288724262271 0.50762658752501089 0.25095984386280179 0.77606816543266166 0.29612748278305012 0.50819079065695483 12.513006707653405 0.36504882946610173 0.54977713990956534 0.63167181657627125 1.566730436868965 1.756502495612948 2.3990198615938425 0.80292678344994772 0.44852285645902146 2.3527371902018777 2.2820686344057304 0.45065088523551811 7.973324388265608 2.7879802770912652 5.4146354356780648
leaf_count=164 20 33 45 29 65 333 65 44 44 371 9 6 21 5 10 1285 39 6 13 27 64 40 16 8 98 38 14 713 211 74
internal_value=0 -0.000843114 -0.00141298 -0.00182465 0.000399892 0.00136563 -8.31317e-05 -7.2752e-05 0.0010791 -0.000534273 0.00178367 -0.00220786 -0.00153046 -0.00260252 -0.00297659 -0.00321482 0.00179335 -0.000149316 -0.00070623 -0.00131697 -0.000270043 0.0020711 0.00272969 0.00319792 0.0004318 -0.000599054 -0.00189831 -0.0028962 -0.0024006 0.000938906
internal_weight=0 77.7535 44.6926 34.1279 5.01514 11.2497 10.5647 33.0608 9.45736 23.6035 10.2769 29.1128 15.4756 8.71268 13.6372 13.129 0.616009 6.76288 5.98681 5.35514 21.7728 9.7693 7.37028 6.56735 9.21256 4.43494 4.80536 8.41655 4.35471 7.76737
internal_count=3910 3484 2759 2489 110 426 270 725 246 479 406 2379 1039 747 1340 1330 45 292 271 258 435 397 357 341 205 82 252 742 238 172
is_linear=0
shrinkage=0.003466


Tree=210
num_leaves=31
num_cat=0
split_feature=1 0 2 31 128 47 4 14 50 0 0 2 1375 482 1373 13 52 15 42 4 42 123 43 16 13 12 52 16 2 16
split_gain=3.69909 2.32722 2.21554 2.23032 2.02728 2.27898 2.76777 2.76531 2.24387 1.94063 2.05653 1.76742 1.76603 1.67553 1.75254 1.36564 1.30835 1.28399 1.25975 1.52954 1.56872 1.72524 1.42736 1.15176 1.23062 1.09353 1.88921 1.04998 1.02008 0.973041
threshold=0.077800000000000022 -0.084074999999999997 0.14073000000000005 -1.0000000180025095e-35 0.086435000000000012 0.077735000000000012 -0.23071499999999998 0.073890000000000011 0.088425000000000017 -0.082994999999999985 -0.074249999999999997 0.085255000000000011 -0.43271999999999994 0.10234000000000001 0.11103 -0.09547499999999999 0.11401500000000002 0.099325000000000011 0.091955000000000023 -0.52333999999999992 -1.0000000180025095e-35 0.091310000000000016 -0.24333999999999997 -0.50763499999999995 -0.092894999999999991 0.092150000000000024 -0.031409999999999993 0.070590000000000014 0.079395000000000007 -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 23 3 -2 5 6 -5 8 12 11 -11 -3 -8 14 27 -10 18 -13 19 -12 21 -21 -20 24 -1 26 -22 -14 -25 -7
right_child=2 9 -4 4 -6 29 7 -9 15 10 16 17 13 -15 -16 -17 -18 -19 22 20 25 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0026362019476465241 0.0033825373120315821 0.0076838270351973622 0.0023842906420525026 -0.0031868219516996573 -0.0029494075235105724 0.0014978752783958843 -0.0022318303802511771 -0.0030378897802687058 0.0024528149677811965 -0.0031528641111283873 -0.0040240607930009369 -0.0034205840701145821 0.0020948857479960335 -0.0034398412744089269 -0.0034938588244504114 -0.0027178312208204517 -0.0030689146376392637 0.0039741393947646045 0.001614775927147284 -0.0035710926187622711 -0.0019744407985983147 0.0041454627678942013 -0.0036864393806981151 0.0010833060483281635 -0.0034451209712629458 0.0038107129640000403 0.0030140297772634985 -0.00087344117175051808 -0.0031356943975827758 -0.0016146679692364398
leaf_weight=0.94297571666538715 1.9256147257983673 0.56496479175985115 4.1586984889581791 2.3354503191076175 3.1322788861580184 1.2660288363695134 1.5156488548964393 2.1679525189101687 0.74043336603790555 3.8814780134707734 0.70486134942620715 0.53158374177291967 19.318861856125309 0.745913858525454 0.71392194181680579 2.7259828401729456 1.733245586045087 0.5391501197591424 0.86130196601152453 1.310750967822967 1.5410450068302455 0.44153876602649678 1.7663576453924168 0.69470552913844485 0.63459484279155975 2.3273010114207864 1.9739510947838415 1.4611717537045468 10.954325797967611 11.970383514184503
leaf_count=11 109 16 180 149 147 24 16 77 21 482 13 60 540 48 13 190 94 8 6 99 28 3 141 14 39 30 21 44 960 327
internal_value=0 -0.00143996 1.64132e-05 -0.000180455 -0.000323112 -0.00014015 0.000350838 0.000631956 0.000924222 -0.000655953 -0.00100285 0.00285225 0.00129451 0.00153483 0.00170747 -0.00161337 -0.000343692 0.000302905 8.85802e-05 0.000733625 0.00117519 -0.00162669 -0.00194879 -0.00251744 0.000189924 0.00201556 0.000826984 0.00188616 -0.00288409 -0.00131696
internal_weight=0 31.4041 54.1783 50.0196 48.094 44.9617 31.7253 29.3899 27.2219 18.1775 16.5418 1.6357 23.7555 22.2399 21.494 3.46642 12.6604 1.07073 10.9271 8.29945 7.59459 1.75229 2.62766 13.2266 1.57757 5.8423 3.515 20.78 11.649 13.2364
internal_count=3910 2025 1885 1705 1596 1449 1098 949 872 1001 917 84 661 645 597 211 435 68 341 194 181 102 147 1024 50 79 49 584 974 351
is_linear=0
shrinkage=0.0033763


Tree=211
num_leaves=31
num_cat=0
split_feature=1 484 3 3 39 51 11 3 48 50 2 457 3 2 15 133 52 403 51 43 3 0 15 43 1186 1212 160 52 0 148
split_gain=3.34144 1.57081 1.68632 1.95295 1.45041 1.52849 1.248 1.21707 1.20511 1.62063 1.52756 1.29259 1.1969 1.10909 1.0787 1.27569 1.04495 1.07855 1.38195 1.52804 1.53871 1.36135 1.26247 1.81078 1.20928 1.30359 1.15611 0.997773 0.980427 0.93867
threshold=0.10113500000000002 -0.0043499999999999988 -0.115685 -0.055684999999999991 0.005105000000000001 -0.40274499999999996 0.08184000000000001 0.31335500000000011 0.11930500000000001 0.11515000000000002 0.11542500000000001 0.092385000000000009 0.10223 0.11462500000000002 0.079360000000000014 0.032270000000000007 0.091715000000000005 -0.081784999999999983 -1.0000000180025095e-35 -0.077049999999999993 -0.084129999999999996 -0.07773999999999999 0.083935000000000023 -0.078644999999999979 0.085080000000000003 -0.5172699999999999 0.079515000000000016 0.024145000000000003 -0.13870499999999999 0.10530000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 16 7 -6 14 8 9 10 11 -2 -1 -5 15 -3 17 -4 -19 20 21 -20 23 26 25 -21 -22 -10 -27 -12
right_child=4 2 3 13 5 -7 -8 -9 27 -11 29 -13 -14 -15 -16 -17 -18 18 19 24 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0034503731739416628 -0.00043639385308565928 0.0024896672719256852 -0.0033961703020661308 -8.9851087167556407e-05 -0.0036123575226034489 0.0022180000388242575 -0.0025300121042640179 0.0025277619299596365 -0.0029853755237448892 -0.0035268722998245223 0.0031591215777211695 0.003819041192236508 0.0015366491089992454 -0.0029237160837934698 -0.0016691418148478197 -0.0011148370112378393 -0.0034295656033892213 -0.0034119818526762297 -0.003437799467588197 0.003813595301396815 -0.0034710037624076919 0.0015358606657623715 0.0059009464669443068 0.0062269486974444255 0.0021198123526114791 0.001523176473415158 0.0035608004032789357 0.00065420375160897114 -0.0034924893176704439 -0.0013249338157089651
leaf_weight=4.2698805197142056 11.076638290658604 4.6939733382314426 2.7335874922573593 17.154236693400897 0.55187641829252232 6.390319576021283 1.2989560244604943 1.9664912857115258 2.8200748460367313 1.2486023800447572 2.9802163853310044 0.86975279077887613 0.62304952088743437 1.7164025926031161 1.3611613749526439 1.4525815341621635 3.8629556372761717 2.3373701432719853 1.3331913221627476 0.35053075617179441 0.84844814660027623 1.1650933092460034 0.86204625200480212 0.51433710381388409 0.76976605365052808 0.49669745936989373 0.38357783108949661 1.2187659479677675 3.8780944687314292 0.64084713719785202
leaf_count=499 295 64 403 356 10 307 61 117 54 52 103 21 11 51 55 25 506 246 102 10 50 24 10 4 29 7 11 17 399 11
internal_value=0 -0.00100249 -0.000814614 -0.0011188 0.000409201 0.00175451 0.000511963 -3.81128e-08 -0.000238394 0.000157586 0.000453101 -0.000126578 -0.00281534 -0.000347609 0.00103827 0.00163783 -0.00186374 -0.0014778 -0.00107252 -0.000556738 0.000766972 -0.0011183 0.00257265 0.00092972 -0.00178689 -0.0024233 -0.00128173 -0.00188709 -0.00292303 0.00236554
internal_weight=0 52.1059 47.213 38.4063 29.7636 6.9422 8.80667 22.8214 20.8549 16.8161 15.5675 11.9464 4.89293 18.8706 7.50772 6.14655 19.5357 15.6727 12.9392 10.6018 5.10669 2.49828 2.60841 1.74636 5.49509 4.72532 1.23203 4.03884 4.37479 3.62106
internal_count=3910 2923 2413 2208 987 317 205 670 553 482 430 316 510 407 144 89 1801 1295 892 646 201 126 75 65 445 416 61 71 406 114
is_linear=0
shrinkage=0.00336122


Tree=212
num_leaves=31
num_cat=0
split_feature=1 0 39 3 0 48 1348 484 3 11 15 16 4 41 0 1186 0 1 48 2 16 1 150 4 122 38 48 457 51 15
split_gain=2.94955 2.00423 1.82477 1.70983 1.64845 1.71355 1.42873 1.59785 1.38209 1.95857 1.87211 1.28157 1.27045 1.42553 1.22185 1.91438 1.19215 1.33539 1.57124 1.79763 1.57017 1.30905 1.1844 1.17653 1.16746 1.3855 1.19253 1.10427 1.21165 1.03474
threshold=0.077800000000000022 -0.084074999999999997 0.005105000000000001 0.31335500000000011 -0.083934999999999996 0.086065000000000016 0.094400000000000012 -0.0043499999999999988 -0.10315499999999998 0.08184000000000001 0.024640000000000006 -0.25582999999999995 0.28937500000000005 0.081670000000000006 -0.055084999999999988 0.085080000000000003 -0.053834999999999994 0.13860500000000003 0.12675000000000003 0.089910000000000004 0.51388000000000011 0.079945000000000016 0.10117000000000001 0.26790000000000008 0.089350000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 -0.068264999999999978 -0.07742499999999998 0.18599000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 11 7 22 9 10 -9 -6 -11 -14 15 -13 17 18 19 20 21 -10 -2 24 25 26 -4 -21 -29 -23
right_child=2 4 23 -5 5 -7 -8 8 16 12 -12 14 13 -15 -16 -17 -18 -19 -20 27 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0020655993543968812 -0.002901551321744631 0.0065293234108318001 -0.0016519150807366946 0.0022440810231426165 0.0014514807895049521 0.0014269624478275252 0.0032891702212826312 0.0031386807059008179 0.0034495484444754163 -0.0029648541546098261 -0.0013089394726951437 -0.0029312518598817671 0.0030659326563060117 -0.0013932867182101557 -0.00056165563129474813 0.0038664798530176725 -0.0022304044230782834 0.0036293051873629166 -0.003342784344887508 -0.0017064473370894469 0.0033975272525062295 -0.0016042603436040891 0.0014175825962690096 0.0029738565510774966 -0.0025789471499919892 -0.0017721261018822654 0.0022582043063392307 -0.0011297240003729477 0.0018098747965343764 0.0030825729528582329
leaf_weight=11.646068733185531 3.3091485914774235 0.27431125100702303 0.76651128567755211 2.1879640007391563 1.5177956637926424 2.8280956456437698 0.86627554334700008 3.3492573373950929 0.47925136890262798 1.3764397096820178 1.035680253524333 4.7445594524033394 1.043894453905523 1.4067449234426019 6.7439372509252236 0.37354918895289291 3.2461000289768114 0.68119131866842408 1.4947177390567947 1.2904338240623472 0.64773457311093885 10.653725392650809 0.63204862363636483 2.2802135120145977 0.85582108423113812 1.2041787533089516 4.362799783702938 1.4788125669583676 5.6494009294547123 0.40884530171752054
leaf_count=1024 199 10 14 123 26 90 17 80 5 122 38 706 29 24 152 17 128 15 33 17 7 544 9 171 12 22 159 20 94 3
internal_value=0 -0.0011475 1.9841e-05 -0.000242976 -0.000498794 -0.000617741 -0.000382326 -0.000465622 -0.000264976 0.000769138 0.0020882 -0.00104993 -0.000742193 0.000506199 -0.00137 -0.00243511 -0.000591218 -0.00035768 -0.000480555 -0.000272957 -0.000982575 -0.00122839 -0.00220889 0.00116435 0.000590433 0.0010187 0.00167389 0.000754516 0.00120003 -0.00143105
internal_weight=0 28.1283 50.7072 41.2377 16.4822 16.2079 39.0497 38.1834 34.2422 8.21202 4.38494 13.3798 3.82708 2.45064 11.862 5.11811 26.0302 22.7841 22.1029 20.6082 12.1896 11.5418 3.9412 9.46952 7.18931 6.33349 5.12931 8.41865 7.12821 11.0626
internal_count=3910 2025 1885 1507 1001 991 1384 1367 1159 293 118 901 175 53 875 723 866 738 723 690 559 552 208 378 207 195 173 131 114 547
is_linear=0
shrinkage=0.00289113


Tree=213
num_leaves=31
num_cat=0
split_feature=4 12 151 9 39 151 3 3 15 50 47 13 13 0 47 1 457 457 16 41 52 2 14 1 48 43 0 52 52 12
split_gain=9.1894 5.54013 3.28973 2.62022 2.05197 1.90455 2.01335 2.24482 2.06959 1.89979 2.22176 1.81549 1.67377 1.53772 2.01393 1.49196 1.38526 1.2426 1.22609 1.20472 1.30667 1.34499 1.14224 1.05743 0.989159 0.953821 1.26266 0.913997 2.14725 0.809915
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.016839999999999997 0.14706500000000003 -0.086769999999999986 -0.016619999999999996 0.24227500000000002 -0.097794999999999979 0.11901000000000002 0.096475000000000019 -0.094679999999999986 0.17936000000000002 -0.12329499999999999 0.14097000000000001 0.088385000000000005 0.081330000000000013 0.090920000000000015 -0.0078249999999999986 1.0000000180025095e-35 0.11588000000000002 0.099990000000000009 -0.46879999999999994 0.091035000000000019 0.092065000000000022 -0.074254999999999988 -0.070894999999999986 -0.42985499999999993 -0.088779999999999984 0.095000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 15 12 13 -9 10 22 19 23 18 -15 -5 25 -18 -8 20 21 -3 -4 -7 -17 26 -13 -28 -29 -30
right_child=2 4 9 5 -6 6 7 8 -10 -11 -12 16 -14 14 -16 24 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0018057246989849169 -0.0020061680470594826 -0.0007184099901475805 0.00011510349752839488 -0.0012885764104307101 0.002032359769872337 0.00012374266761002107 -0.0010739887172786925 -0.001254992870399613 0.0015071021785935212 -0.0012574459083132348 -0.00028908313164176155 -0.0016847200162974519 -0.0010274475113194244 -0.0019180602639078676 0.0007752665629845053 0.0019730443973068764 0.00034415556934979513 -0.0016283750635091461 0.00029977005399366597 -0.0020581274330243658 -0.0021624830850461114 0.00090762586367991211 0.0020158453016012249 0.0020866072696360759 -0.0002469260789019489 -0.0019326377445857989 -0.0020079003798452563 0.0010085898768765252 -0.00030763073454305998 -0.002079023989702479
leaf_weight=1.6973882531747211 1.6813909597694863 7.8000170141458494 1.4522922253236146 1.245636474341153 0.6446533128619184 2.6696965433657125 10.82081653550267 1.7999827843159435 2.3795303059741846 1.3848044462501992 2.9510450996458522 20.91613646782935 2.8574097417294979 12.145335660316055 1.1479308605194081 2.1862771725282077 2.5329117570072404 2.3037403505295515 3.1742517435923245 2.5038954308256498 1.6870549414306868 2.5499291960150003 6.7250895779579887 1.6951337791979311 1.1608042214065788 28.289073367603127 1.7992297457531092 2.4089532047510147 1.7117970809340426 2.2655906639993191
leaf_count=57 20 126 42 16 19 30 129 16 63 18 40 850 41 220 9 44 41 63 39 70 47 25 306 41 20 1339 69 31 16 63
internal_value=0 -0.00110562 0.000546428 -0.00056313 -0.00142083 -0.000656027 -0.000796499 -0.00100891 0.000317556 0.000889418 0.00115657 -0.00144982 0.00012899 -0.00121207 -0.00168548 0.000527333 -0.00159431 -0.000595378 -0.000762404 -0.000831503 -0.000576344 -0.000317802 0.00167828 0.000886044 0.00120313 -0.0016785 -0.00143145 -0.000784288 -0.000439559 -0.00131665
internal_weight=0 122.393 14.1946 44.9802 77.413 43.2828 38.6901 31.4678 4.17951 12.5132 11.1284 76.7683 7.22224 27.2883 13.2933 4.59272 62.2274 4.83665 13.9951 14.5409 12.037 10.3499 8.17738 4.36483 3.34708 57.3908 29.1017 8.18557 6.38634 3.97739
internal_count=3910 3484 426 725 2759 668 588 476 79 406 388 2740 112 397 229 80 2472 104 168 268 198 151 348 71 64 2368 1029 179 110 79
is_linear=0
shrinkage=0.00194363


Tree=214
num_leaves=31
num_cat=0
split_feature=1 39 484 42 42 0 3 457 1375 402 52 4 2 133 132 122 14 44 16 457 2 48 4 160 4 159 48 1212 9 51
split_gain=2.6854 1.76203 1.51074 1.68989 1.75144 2.06861 1.43876 1.40211 1.3824 1.26147 1.23651 1.24668 1.51865 1.26109 1.20701 1.20427 1.32764 1.21476 1.14348 1.20796 1.17616 1.12438 1.23402 1.08229 1.12387 1.04662 1.02924 1.00966 0.985433 1.11529
threshold=0.085835000000000009 0.005105000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.084074999999999997 0.31335500000000011 0.081330000000000013 -0.43271999999999994 0.08801500000000001 0.078330000000000025 -0.00027999999999999998 0.083715000000000026 0.077945 0.079995000000000011 0.089350000000000013 0.087575000000000014 0.086480000000000015 -0.095109999999999986 -0.070739999999999983 0.11708 0.086065000000000016 -0.51381999999999983 -0.090764999999999985 -0.040469999999999999 0.092630000000000018 0.11930500000000001 -0.50114499999999984 -1.0000000180025095e-35 -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=2 6 -1 -4 5 10 7 14 -9 15 11 12 -5 -13 18 16 17 -3 19 -2 27 22 -7 -24 25 -25 -21 -20 -29 -30
right_child=1 9 3 4 -6 21 -8 8 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 20 26 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0033734170542379549 -0.0033789721734598563 0.0029135983362439354 -0.0024004730159246528 0.0015777164098242492 -0.002492083170763331 -0.0039212441653176553 0.0024243053079374367 -0.0019598698805269993 0.0017823731145379608 -0.0039088749122098655 -0.0035054999199705182 -0.00094448865634231269 -0.0034518531931863349 0.0030089527653878335 0.0013134407396601187 -0.0017412525961366602 -0.0033367953809313278 -0.0021858914891107017 0.0034638132093938426 0.00070023031478725294 0.00044530071160724327 0.0029568177420274092 -0.0035397014299792464 0.002879315465343217 -0.0015943205178276156 -0.00087214662416997023 -0.0029510589748338338 0.0020126322450949056 -0.00072134194813351139 -0.0030326686021134117
leaf_weight=3.1904609533958128 1.1070474917069084 6.322768816724416 6.9397862716577974 0.91609064303339005 4.0791836625430724 0.67901814077049483 2.036767919547855 1.3893659021705387 4.9443160416558376 0.47020270302891809 2.0322747221216559 2.0295216934755458 2.3560537854209542 1.5741260866634545 2.7524198261089614 0.99989017657935608 0.45665138959884632 0.55860027950257052 0.360088031273336 7.704847776796667 2.6075339009985337 2.3942015510983765 0.57834963360801328 3.4271622675005338 1.2266630074009288 1.0729213543236253 0.95318304887041438 0.58860320225358087 3.1852722971234444 8.1962816528975964
leaf_count=438 20 331 729 18 335 13 122 13 103 7 207 45 168 24 91 16 8 10 10 169 61 27 45 73 59 19 23 6 159 561
internal_value=0 4.52814e-05 -0.00120733 -0.000971512 -0.000528121 -9.00161e-05 -0.000281281 -0.000444372 0.000961469 0.00137353 -0.00123393 -0.000562526 -0.00204374 0.000782432 -0.000768686 0.00167142 0.00213644 0.00249964 -0.00100068 -0.000118628 -0.00157729 0.000996541 0.000324545 0.000781789 0.00121822 0.00198488 0.000298251 -0.00200502 -0.00216953 -0.00238581
internal_weight=0 44.6338 32.4958 29.3054 22.3656 18.2864 35.8257 33.789 6.33368 8.80811 8.90807 6.87579 3.27214 3.60365 27.4553 8.33791 7.33802 6.88137 24.7029 9.76508 14.9378 9.37832 6.98411 6.3051 5.72675 4.50008 8.65803 12.3302 11.9702 11.3816
internal_count=3910 1710 2200 1762 1033 698 1338 1216 116 372 462 255 186 69 1100 365 349 341 1009 212 797 236 209 196 151 92 192 736 726 720
is_linear=0
shrinkage=0.00331473


Tree=215
num_leaves=31
num_cat=0
split_feature=1213 484 1 160 403 52 133 475 1365 123 150 12 14 4 1374 52 151 2 160 4 12 151 3 123 133 13 122 1 1 0
split_gain=2.45168 2.58729 2.54487 1.95092 2.03292 1.98061 1.99137 1.45511 1.38074 1.46059 1.37683 1.30067 1.1467 1.18807 1.18553 1.30991 1.39057 1.30908 1.71367 1.54104 1.65479 1.29931 1.18485 1.10935 1.00742 0.966482 0.953801 0.898112 0.904328 0.806677
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.12864500000000004 -0.26821999999999996 -0.084084999999999979 -0.42035499999999998 -0.26719999999999994 -0.086004999999999984 1.0000000180025095e-35 1.0000000180025095e-35 0.097030000000000019 0.11655500000000001 0.082845000000000016 -0.49837999999999999 0.087785000000000016 0.10898500000000001 -0.27336999999999995 0.089910000000000004 0.087825000000000014 -0.083329999999999987 0.097345000000000015 -0.082774999999999987 -0.078884999999999997 0.08456000000000001 -0.081204999999999986 0.16421000000000002 0.10641000000000002 0.088495000000000018 0.095575000000000007 -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=7 10 3 -3 -5 -6 -7 -1 9 11 23 12 13 -8 15 16 -15 18 19 29 21 -21 -23 -2 -11 -19 -4 -24 -29 -18
right_child=1 2 26 4 5 6 8 -9 -10 24 -12 -13 -14 14 -16 -17 17 25 -20 20 -22 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0034345712518977626 -0.0029472744365799139 -0.0026768077389862366 0.0020294732925755653 -0.0025854064974950904 -0.0025481340232301089 -0.003180555558467382 -0.0021483740683286871 -0.0030289083558273804 -0.0027210144637448809 -0.0020109417929294032 0.0015046143644274416 -0.0024020053377988957 -0.0026586529025811934 -0.0028765934763490381 -0.0021221482804563907 -0.0010676758059321757 -0.00013986444775591203 0.0018553581038043099 -0.0028833256181210599 0.0018454887980462599 0.0032751791056381922 -0.0028550956747491799 0.0014365761129308909 0.0029635543360707981 0.0026556305737630934 -0.0012592676499003431 -0.00258268078780431 -0.0032618248569145016 0.00075783663261115249 0.0035826859094930325
leaf_weight=0.35955104231834401 5.5884938046801826 3.1056319093331686 6.2840700754895797 3.0962266179267308 2.7597772129811338 1.6578331035561849 1.6650145091116275 4.48971272422932 1.4288627491332579 0.5020390786230563 0.88685527490451921 1.7770062810741354 1.2081101350486267 0.91859938064590352 1.5453272419981647 3.7713313284330061 0.74554067524150047 13.54420973267406 1.438834277447312 1.8532066103070972 1.3340059495531011 2.326209480408564 1.9364176047966299 0.32089179940521706 3.7053674757480612 1.0241897618398059 0.45990179851651181 1.1945422627031805 0.9687069160863756 2.1926073301583413
leaf_count=4 550 287 292 389 298 156 45 588 42 15 22 36 28 46 51 101 36 281 46 57 26 160 19 13 173 36 8 42 18 45
internal_value=0 -0.000275811 -7.86573e-05 -0.000295823 -0.000155228 -3.21296e-06 0.000147059 -0.00254967 0.000269433 0.000367321 -0.00208725 0.000182627 0.000304562 0.000402752 0.000524834 0.000647861 0.000867348 0.000987774 0.000312343 0.000678684 7.98053e-05 -0.000435064 -0.00109277 -0.0026263 0.0020988 0.00163639 0.00171495 -9.28014e-05 -0.00146181 0.00263811
internal_weight=0 69.2398 62.4436 55.6996 52.594 49.4977 46.738 4.84926 45.0801 43.6513 6.79624 39.4439 37.6669 36.4587 34.7937 33.2484 29.4771 28.5585 13.9901 12.5512 9.61309 8.27908 6.42588 5.90939 4.20741 14.5684 6.74397 4.09967 2.16325 2.93815
internal_count=3910 3318 2733 2433 2146 1757 1459 592 1303 1261 585 1073 1037 1009 964 913 812 766 449 403 322 296 239 563 188 317 300 79 60 81
is_linear=0
shrinkage=0.00309151


Tree=216
num_leaves=31
num_cat=0
split_feature=1 47 9 52 3 3 47 48 52 159 43 15 49 133 50 1375 16 52 49 13 0 43 42 1 484 50 48 1186 43 402
split_gain=5.36618 2.00764 1.87931 1.8382 1.69968 2.01879 1.82987 1.62873 1.68331 1.68842 1.17695 1.15167 1.11066 1.07324 1.15516 1.21974 1.74205 1.06984 1.43774 1.09325 1.11566 1.18847 1.35774 1.11073 1.06083 1.01788 1.1488 0.956207 2.10685 1.01069
threshold=0.10113500000000002 0.087850000000000025 -0.016839999999999997 -0.24456499999999998 -0.15464999999999998 -0.055684999999999991 0.077735000000000012 -0.086624999999999994 0.12539500000000003 -0.094429999999999986 -0.26007999999999992 -1.0000000180025095e-35 -0.088329999999999978 -0.090054999999999982 0.087260000000000018 -0.43271999999999994 -0.0037499999999999994 0.10218500000000001 -0.14917999999999998 -0.09547499999999999 -0.070894999999999986 -0.078454999999999983 0.091230000000000019 0.08844500000000001 0.085815000000000016 0.096405000000000005 0.12862000000000004 0.085080000000000003 0.0016850000000000001 -0.50199999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 11 17 12 -5 10 -10 -9 -4 -7 -14 15 -15 -17 18 -6 23 27 22 -22 -20 -18 26 -12 29 -29 -21
right_child=1 -3 4 7 5 6 -8 8 9 -11 25 -13 13 14 -16 16 24 -19 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0029632159331152643 -0.0013614569470231075 -0.0004798386051915901 0.0018922555412446544 -0.001274229653747503 0.0014997804888754833 -0.0019636057923559185 -0.0022743100689510522 -0.0017402324172324504 0.0015845954878824669 -0.0016713824743197568 0.002081695223139344 -0.00041113369386604291 -0.0024617024494949166 -0.0020918726950588831 -0.0019365649310439086 0.0011592032883219697 -0.00091976004394209642 -0.0024255415018909314 -0.00097318621225710514 0.0013057500434930781 -0.0008463088381859545 -0.0021203273140324333 0.0023228345531298928 0.0017504951909763939 0.0016158994773661068 -0.00052048748964929629 -2.2635510903085069e-05 -0.0024275501022543991 0.0040017192468297155 -0.0021219618556555381
leaf_weight=0.700781075283884 2.1465037129819384 12.166638499125837 1.773473727982491 1.6992361238226319 1.0240148343145872 1.9155710153281749 2.8522236295975736 0.60031295008957641 1.527373690158129 2.1005635866895309 11.353989102877678 3.76222228584811 0.9906758931465508 1.1465786881744922 1.4700167877599586 8.1050594742409938 5.3229233035817591 4.9973200568929306 3.1806310345418742 0.49336520535872352 2.2066205721348529 1.8541933395899821 1.1376586519181726 1.1256009442731736 1.1066184071823952 1.1262274309992779 1.6498408243060101 0.69387075677513965 0.47797400876879692 14.998517125379292
leaf_count=17 94 249 30 30 13 29 69 9 38 37 473 93 50 12 37 121 112 479 98 27 72 138 14 21 26 28 29 48 5 1412
internal_value=0 0.000289524 -0.00087354 0.000711094 -0.000917883 -0.00104293 -0.000508279 0.000932893 0.00113718 -0.000300605 0.0014913 0.000326804 -0.000257145 -7.69626e-05 6.07832e-05 0.000248023 0.000432608 -0.00142345 -0.00123929 -0.00134647 -0.00156023 -0.000607176 0.000231772 -0.000261246 -0.000483336 0.00162859 0.00181471 -0.00185755 0.000194831 -0.0020128
internal_weight=0 34.3707 61.3359 22.204 60.6351 55.0994 22.9097 20.0575 18.3583 3.62794 14.7304 5.5357 20.0574 18.1419 17.1512 15.6812 14.5346 32.1898 27.1924 26.1684 21.8622 5.19847 3.34428 4.30623 6.42954 14.1301 13.0038 16.6637 1.17184 15.4919
internal_count=3910 987 2923 738 2906 2783 456 644 614 75 539 123 387 358 308 271 259 2327 1848 1835 1716 224 86 119 138 530 502 1492 53 1439
is_linear=0
shrinkage=0.00235641


Tree=217
num_leaves=31
num_cat=0
split_feature=1 47 12 13 49 52 52 12 50 52 2 159 15 160 4 3 1429 376 1 47 4 4 13 151 4 2 2 15 4 4
split_gain=7.53318 2.86705 2.75766 2.89297 2.81965 2.49471 1.98772 1.67515 1.90976 1.64429 1.70088 1.46847 1.4142 1.33595 1.29384 2.44737 1.66237 1.52166 1.54766 1.29806 2.85963 1.76397 1.20422 1.17754 1.31481 1.15338 2.3016 1.11531 1.11174 2.18451
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.09547499999999999 -0.081629999999999994 -0.27466499999999994 0.12539500000000003 -1.0000000180025095e-35 0.10976000000000001 0.11588000000000002 0.097940000000000013 -0.094429999999999986 0.079360000000000014 0.084100000000000022 -0.48072499999999996 -0.11171999999999999 0.084710000000000021 0.048695000000000009 1.0000000180025095e-35 0.077735000000000012 0.0057500000000000008 -1.0000000180025095e-35 0.076210000000000014 -0.24440499999999998 -0.17479499999999998 0.114165 0.11230000000000001 -0.091274999999999981 -0.083329999999999987 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 12 9 13 -2 7 -7 23 10 27 -8 14 22 -1 -16 17 18 -17 20 21 -20 -5 -9 -25 26 -26 -4 29 -6
right_child=1 -3 3 4 28 6 11 8 -10 -11 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012220939843793621 -0.0012922685998370555 -0.00040162201724656314 -0.0018808384001495469 -0.0018027596508284731 -0.0012369270445139698 0.0017164485139391998 0.0008533486023209689 -0.0015506260583971871 -0.0018627762173433924 -0.0018921968657007392 0.0011064890403080646 -0.0012270260969032866 -0.0018302651314979102 0.001155046605620037 0.0014794129159122239 -0.0018419017073068515 0.0016142584724481612 0.00078352428758264494 -7.9817468901543405e-05 -0.0014841652164382698 0.0013393174919579126 -0.0018974846718538478 0.0008830105691592275 -0.0011947144455267359 0.001123358050285387 0.001712720017864219 -0.0013907689961050024 -5.3791959659991366e-05 -0.0015795858243411046 0.00097678004936006596
leaf_weight=3.0139068597927752 1.9707165677100409 13.759077873080967 1.2699330262839783 1.3394905608147376 8.2864236300811154 6.0409228662028953 1.7426880113780496 0.60936025530100124 0.86324673332274038 1.417721022851764 3.2660538712516427 2.4142912533134213 1.6086165774613608 2.0230340827256441 2.8460073955357172 2.4707520902156821 1.3483821880072344 2.853583261370658 4.9593488313257792 2.4284759480506173 2.9996356181800365 2.3459907323121909 0.79268517531454552 0.82494707033038395 5.1523304507136292 4.73885412607342 1.3763365922495721 4.6314891697838894 21.951708707958463 1.5839003594592203
leaf_count=70 86 249 37 46 428 278 39 9 16 54 29 38 47 25 36 83 19 47 53 42 25 37 10 11 94 153 14 105 1671 59
internal_value=0 0.000234792 -0.000700617 -0.000954884 -0.0011884 0.000575065 0.000729927 0.000959936 0.000623039 -0.000161209 0.000106483 -0.000354892 -0.00026008 0.00014966 -0.000160111 -1.62722e-05 -0.000235622 -0.000373753 -0.000590955 -0.000348226 -8.053e-05 -0.000663532 -0.000804263 0.000791981 0.000910029 0.00106413 0.000593344 -0.000446956 -0.00136312 -0.000881691
internal_weight=0 39.4928 73.4371 46.5624 35.9772 25.7337 23.763 19.606 13.5651 10.5852 9.16748 4.15698 26.8747 4.15521 25.2661 22.2522 19.4062 18.0578 15.2042 12.7335 10.305 7.30534 2.13218 12.7018 12.0925 11.2675 6.52867 5.90142 31.822 9.87032
internal_count=3910 987 2923 2464 2239 738 652 575 297 225 171 77 459 81 412 342 306 287 240 157 115 90 56 281 272 261 108 142 2158 487
is_linear=0
shrinkage=0.00172713


Tree=218
num_leaves=31
num_cat=0
split_feature=4 1213 484 403 11 160 151 150 52 133 475 483 124 1 13 15 454 49 52 42 9 159 403 1374 12 0 13 0 4 1429
split_gain=2.5063 2.02082 2.03714 2.0872 2.03368 1.99075 1.46669 1.41967 1.41906 1.85725 1.37518 1.26901 1.22924 1.42575 1.36983 1.37872 1.212 1.04227 1.34675 1.19468 1.1957 1.27295 1.57753 1.65834 0.995772 1.44035 1.22972 1.17515 0.960545 0.952036
threshold=0.28937500000000005 -1.0000000180025095e-35 -0.0043499999999999988 -0.084084999999999979 0.08184000000000001 -0.40446999999999994 -0.27336999999999995 0.097030000000000019 -0.42985499999999993 -0.26719999999999994 -0.086004999999999984 0.085195000000000007 -0.50873999999999986 0.10113500000000002 -0.021089999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085974999999999982 -0.10201499999999998 -0.09602999999999999 0.084755000000000011 0.10519500000000001 0.088825000000000015 -0.094679999999999986 0.086935000000000012 -0.07773999999999999 -0.23438999999999996 0.059810000000000009 -0.59419999999999995 -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 7 -4 5 28 -2 -3 -7 -10 -1 12 -11 16 -15 -16 -14 18 -18 -19 21 22 23 -21 -25 26 -26 -27 -5 -8
right_child=6 2 3 4 -6 8 29 -9 9 11 -12 -13 13 14 15 -17 17 19 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0031573558312356859 -0.0025517870261924421 -0.0026014454294983553 -0.002573405900678301 0.0038460524003920559 -0.0027508130314559216 -0.0021450517372826375 -0.0028001555686259119 0.0013011320717881694 -0.0029889003726595934 -0.0029074134708658174 -0.0028629239776943147 -0.002109671245727428 -0.0032710384369803234 0.0027055833222506607 0.0015240146944113704 -0.001062298143112499 0.0020388415823280417 -0.00235352388714176 -0.0020750500672242077 -0.0016986718711549669 -0.0026482405722958735 -0.0022441581622818503 -0.0017630457681191022 0.0019105843659562277 0.001821785362372942 0.0031826219798841851 -0.0029540917356656862 -0.00011217250330075692 -0.0028292619848477511 0.001639154819061727
leaf_weight=0.33608464896678913 0.84787138551473518 5.1572796902619293 3.0456924880854777 0.19002084434032473 2.3219647486694148 2.1329467913601539 0.41817061090841789 0.89837569417431939 1.4076548954471935 0.87236065231263538 4.245285826502367 1.6458318112418044 0.81112750433385628 4.1007545436732471 5.0004721465520543 2.5568493553437293 0.84757086448371444 1.141230212058878 2.8474556393921402 1.5101347020827471 0.86626797029748459 1.0813693953678001 1.624167595990001 11.631146479863661 0.64325375854969058 1.789288600906729 1.4180756160058079 1.7649793587625024 2.5688139817211768 7.6554951653815797
leaf_count=4 20 543 400 1 142 214 6 22 147 17 586 79 23 122 115 50 13 66 74 50 44 50 69 226 4 42 114 19 248 400
internal_value=0 -0.000587396 -0.000447075 -0.000269813 -0.000131631 -6.11113e-06 0.00103278 -0.00202249 0.000136584 0.000248306 -0.00242128 0.000356411 0.000456611 0.000530654 0.0013724 0.000648994 0.000179883 0.000282926 -0.0011314 0.000505592 0.000651723 0.000784917 0.000945632 0.00118018 0.00143225 0.000441519 -0.00146374 0.00154649 -0.00236948 0.00140922
internal_weight=0 64.4565 59.8751 53.8194 50.7737 48.4518 8.92154 6.05566 45.6929 43.56 4.58137 42.1523 40.5065 39.6341 11.6581 7.55732 27.9761 27.1649 3.69503 23.4699 22.3287 21.4624 20.381 18.7569 17.2467 5.6156 2.06133 3.55427 2.75883 8.07367
internal_count=3910 3484 2894 2329 1929 1787 426 565 1538 1324 590 1177 1098 1081 287 165 794 771 87 684 618 574 524 455 405 179 118 61 249 406
is_linear=0
shrinkage=0.00286495


Tree=219
num_leaves=31
num_cat=0
split_feature=1 12 3 40 3 3 4 47 51 457 1348 121 14 14 151 12 16 49 50 51 484 133 2 122 132 133 16 15 2 48
split_gain=10.4497 4.51332 3.57337 3.20881 2.84869 4.06889 2.62309 2.62345 2.54264 1.99616 1.96983 2.10178 1.82469 1.68908 1.59802 1.54423 2.54632 1.53175 1.52636 1.63073 1.69688 1.54094 1.63014 1.43408 1.19682 1.71057 1.06934 1.0612 0.939755 1.66432
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16699000000000003 0.34489500000000001 -0.115685 -0.032959999999999996 0.22584000000000001 0.11939500000000002 -0.40274499999999996 -0.070739999999999983 0.088590000000000016 -1.0000000180025095e-35 -0.46879999999999994 0.077685000000000018 -0.22799499999999998 0.090585000000000013 0.011450000000000002 -0.088329999999999978 0.087260000000000018 -0.10145999999999998 0.085815000000000016 -1.0000000180025095e-35 0.091525000000000009 0.089350000000000013 0.080815000000000012 0.0068000000000000014 -0.091624999999999984 -1.0000000180025095e-35 0.075670000000000015 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=4 3 6 8 13 -6 10 9 -2 -8 11 -3 -11 24 -14 16 26 -7 19 -19 21 -21 28 -10 25 27 -13 -1 -23 -30
right_child=1 2 -4 -5 5 17 7 -9 23 12 -12 15 14 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015152321557027784 -0.002105610067027005 0.0020289674404303632 0.0016568173583344317 -0.002282411923170359 -0.0014628225002557588 -0.0021513300165040194 -0.0017147955265783184 -0.0019292009365511843 0.0016016221793540017 -0.0010051840684295709 0.0020476964949501671 -0.0010100592252997398 -0.0014491006931669752 -0.0019630020280033693 0.0013860706185687926 -0.0016361054460267985 -0.0017905211518409524 -0.0016259797837247397 -0.0021106745948825684 -0.0018551792298244216 0.0015344648842534375 -0.0018671323866371531 0.00079615471435822436 -0.00063048720687828728 0.0013859349652523753 -0.0016621505815205106 0.00071200395874593616 -0.00017745659955510469 0.0008760915495109417 -0.0013192019404724554
leaf_weight=1.9220206374302486 0.78433434292673965 0.8397078812122406 3.4918029103428116 1.0046012848615635 39.604002705775201 1.7610250059515262 1.2525520212948311 1.7443618495017279 13.171020345762374 1.684002134948966 0.8463992141187181 1.8710173703730104 0.78990440443157872 1.5417526094242919 8.7155811376869696 8.8905630847439152 3.738337317481637 2.3752495739609065 1.5607323143631209 1.7686140257865286 2.4414128661155692 1.6022173687815575 5.722936762496829 1.1393280141055573 2.3250026367604724 2.0840534837916493 4.4101446093991417 4.5284779015928507 2.5934606054797769 2.4435359165072441
leaf_count=25 10 18 80 8 2152 25 13 26 372 20 10 21 11 72 159 314 71 72 33 52 22 30 50 12 33 48 50 51 25 25
internal_value=0 0.000172788 -0.000183861 0.00102068 -0.00092844 -0.00109579 -0.000368645 0.000262923 0.00124051 0.000570257 -0.000803662 -0.00092586 0.000826046 -9.3496e-05 0.00115047 -0.00105707 -0.000543278 -0.000443047 -0.000296358 -0.00014691 6.50819e-05 -0.000188788 4.96178e-05 0.00142391 0.000171921 -0.000158803 0.00019904 0.000326905 -0.00059389 -0.000188884
internal_weight=0 54.3737 38.2744 16.0993 74.2745 61.8732 34.7826 14.1864 15.0947 12.442 20.5962 19.7498 11.1895 12.4013 9.50549 18.9101 10.0195 22.2692 20.5082 18.9474 16.5722 14.1308 12.3622 14.3103 10.8596 8.53455 6.28116 6.4505 6.63921 5.037
internal_count=3910 1195 793 402 2715 2486 713 229 394 203 484 474 190 229 170 456 142 334 309 276 204 182 130 384 157 124 71 76 80 50
is_linear=0
shrinkage=0.0019087


Tree=220
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 51 1348 4 16 160 157 16 14 150 51 3 51 484 12 1 159 2 0 132 133 151 160 403 402
split_gain=7.98318 3.692 2.79038 2.55446 3.40116 2.49023 2.60418 2.02806 2.00428 1.8211 2.07918 1.66386 1.79967 1.57261 1.54262 1.45795 1.36511 1.51725 1.78484 1.3009 1.69693 1.24988 1.22639 1.27823 1.20117 1.71518 1.13389 1.04395 1.23926 1.63617
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.115685 -0.032959999999999996 0.34489500000000001 -0.40274499999999996 0.090050000000000005 0.51224500000000017 -0.069144999999999984 -1.0000000180025095e-35 -0.073574999999999988 0.67964000000000013 0.077685000000000018 -1.0000000180025095e-35 0.092720000000000011 -0.016619999999999996 -0.10145999999999998 0.085815000000000016 0.092720000000000011 0.11561500000000001 0.084135000000000001 0.091525000000000009 -0.12329499999999999 0.080815000000000012 0.0068000000000000014 -0.087654999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -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 5 7 13 27 6 -2 8 9 10 -3 -11 26 24 -12 16 -6 -18 21 -16 -21 22 23 -19 25 -1 -13 -5 -29 -30
right_child=1 2 -4 4 15 -7 -8 -9 -10 11 14 12 -14 -15 19 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00042354462870708567 -0.0022144989145416083 -0.0019051617395419262 0.0016928960763942015 -0.0020167092047229285 0.0016443993967001026 -0.0022700470630954914 0.0014853349040473141 0.0018878509972756886 0.002057733491127495 0.00037230287697997261 -0.0016064004225835448 0.00029502536944204198 0.0016747502152872392 -0.0020382892561401559 0.0011055580115169232 -0.0021407575620743858 -0.0020599905480106484 -0.00015469728622211553 0.0013568462165778048 -0.0015248639816628307 0.00087084235904907642 -0.0020631883913202658 0.00039869085512290168 -0.0020220173299700548 0.0015409048978888115 -0.0017171941674805357 -0.0018416975411272251 -0.0018970945128254613 0.0036409765443027194 -0.0010154877228418569
leaf_weight=5.9152666684240085 0.79428917169570823 2.0669966852292427 2.9215685203671447 8.796424816362558 1.3741198144853175 0.83238400518894273 12.397526237182316 1.5329075586050738 1.1994518227875222 2.5266299014911136 1.5498231993988145 1.0891014141961974 0.69555781222879964 1.3271823432296503 6.1390915028750914 1.7618302032351483 1.9368775179609716 3.7179640149697697 2.4375023413449517 2.2392370216548443 2.4072786904871464 1.717968015000223 5.7689919117838144 2.3459882801398546 2.2235112609341741 1.9535260824486611 9.260242297314095 7.5089472495019427 0.30125360190868988 17.260886304080486
leaf_count=76 10 41 80 680 20 8 383 26 43 77 28 22 12 72 85 38 71 40 23 55 35 35 62 48 33 48 282 645 7 825
internal_value=0 0.000199101 -0.000156964 -0.000863662 -0.00104088 0.00105289 0.00126257 -0.00033297 -0.000449663 -0.000557173 -6.65617e-05 -0.00107782 -0.00140955 -1.12235e-05 0.000241525 -0.000415831 -0.000258364 -0.000404226 -0.000203642 0.00050706 -0.00028369 -0.000484339 -0.000255113 -0.000877116 0.000255345 -0.000107921 -0.00161684 -0.00142958 -0.00122358 -0.000935613
internal_weight=0 47.6521 33.6279 66.3482 54.9288 14.0242 13.1918 30.7063 29.1734 27.974 14.4024 13.5715 11.0449 11.4195 12.3354 21.0612 19.2994 17.9253 15.9884 10.7856 4.64652 13.5509 11.8329 6.06395 10.0923 7.86879 10.3493 33.8675 25.0711 17.5621
internal_count=3910 1187 786 2723 2494 401 393 706 680 637 244 393 316 229 203 337 299 279 208 175 90 185 150 88 157 124 304 2157 1477 832
is_linear=0
shrinkage=0.00198085


Tree=221
num_leaves=31
num_cat=0
split_feature=1 39 4 3 16 0 2 48 51 13 4 52 403 49 151 133 133 42 151 16 15 0 50 402 15 4 43 0 160 2
split_gain=2.4324 1.65233 1.54737 1.3612 1.4199 1.50917 1.63186 1.81075 1.26091 1.13346 1.10947 1.53144 1.07887 1.27719 1.17322 1.43168 1.39356 1.06008 1.01116 1.00864 1.26705 0.93036 1.25183 1.21116 0.907873 1.37425 0.902803 1.28629 1.12747 1.4712
threshold=0.085835000000000009 0.005105000000000001 -0.15333499999999997 0.16699000000000003 0.13514000000000004 1.0000000180025095e-35 0.082715000000000025 0.12675000000000003 -0.40274499999999996 -1.0000000180025095e-35 -0.49837999999999999 0.10433000000000002 -1.0000000180025095e-35 0.0047850000000000011 -0.083919999999999981 -0.091614999999999988 -0.088724999999999984 0.095385000000000011 -0.08341999999999998 -0.078844999999999985 -0.11739999999999999 -0.10575999999999998 0.10030500000000002 -0.46766499999999994 -0.076594999999999983 -0.030814999999999995 0.15364000000000003 -0.084074999999999997 -1.0000000180025095e-35 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 5 6 19 9 -3 -8 11 -1 -4 14 -14 -16 -17 -6 -18 20 -2 -22 23 -23 -11 -26 27 -20 -29 -30
right_child=1 8 12 -5 17 -7 7 -9 -10 24 -12 -13 13 -15 15 16 18 -19 26 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0038172603715548674 -0.0039469040717988691 -0.0037150053542477604 -0.0032270171144309539 0.001899798672264276 -0.0030537094042999268 0.0029732954595687896 0.0029707003401687661 -0.0024900255003268627 0.0017889176278210756 -0.00045389167426662251 0.0010229895407797467 0.0010769320212504067 -0.0031903360165100609 -0.0030190389296592662 -0.0035011312094730533 0.0063890916924150961 0.005169260080186591 0.00074341616030716793 -0.0020465933126812127 -0.0027733863958420151 0.0025145415987657825 0.0045910019357266437 0.002942373040238947 -0.0030379452541953477 -0.0015859661520923687 0.0030001902049443994 0.003437412636312543 -0.0034836331041951116 0.0026011151424378447 -0.0023751156031654288
leaf_weight=1.6642809561453762 1.0448287157341836 0.52672507241368283 4.3279614069033441 3.1164105543866745 3.7972718961536875 1.6956838220357884 2.4082555826753369 2.2766238097101441 7.7970228204503638 6.3364431643858534 5.2257293188013154 1.3915261183865366 2.0873437593691113 4.0158026898279777 1.5232894492801321 0.39846732653677897 0.40174275194295006 1.1311427084729073 4.2942086812108755 4.1242303012404653 1.4664970505982631 0.28117183130234513 0.78222957113757718 2.010510213905949 1.0879747164435687 2.6880540275014937 0.67159831663593728 0.67779198405332941 2.786761809838914 0.94240339938551176
leaf_count=56 13 10 687 150 242 63 56 50 362 93 91 19 158 483 202 6 8 28 231 352 22 3 39 145 22 60 12 99 106 42
internal_value=0 6.47784e-05 -0.00121016 -0.00026962 -0.000486793 -0.000167902 -0.000385249 0.000334416 0.00144063 0.00084798 5.93431e-05 -0.00158859 -0.00168529 -0.00131042 -0.000812614 -0.00038828 7.78348e-05 -0.00218221 -0.00017945 -0.00148203 -0.000528468 0.000258175 -0.000818289 -0.00210193 0.000342461 0.0016788 -0.00040871 -0.000705573 0.000601139 0.00134356
internal_weight=0 42.5711 30.4089 34.2473 31.1309 26.2025 24.5068 14.7974 8.32375 12.5207 8.28154 3.05581 22.1274 17.7994 13.7836 11.6963 10.173 4.92841 9.77451 9.70947 5.58524 4.54041 3.07391 2.29168 10.1125 3.77603 9.37276 8.70117 4.40696 3.72917
internal_count=3910 1710 2200 1338 1188 918 855 281 372 231 166 75 2034 1347 864 706 504 270 498 574 222 209 187 148 175 82 490 478 247 148
is_linear=0
shrinkage=0.00344292


Tree=222
num_leaves=31
num_cat=0
split_feature=4 1213 484 403 11 160 475 150 156 453 132 133 13 129 38 124 13 151 159 483 403 454 150 52 48 3 9 159 133 42
split_gain=2.21454 1.69258 1.74849 1.75521 1.77768 1.79112 1.33075 1.30517 1.2704 1.17035 1.15334 1.28083 1.20351 1.10349 1.13462 1.38009 1.41543 1.51409 1.13706 1.2016 1.0876 1.1405 1.20542 1.00063 0.966512 1.06621 0.886205 0.891466 1.07782 0.954085
threshold=0.27020000000000005 -1.0000000180025095e-35 -0.0043499999999999988 -0.084084999999999979 0.08184000000000001 -0.40446999999999994 -0.086004999999999984 0.094545000000000018 0.10691500000000002 1.0000000180025095e-35 0.080815000000000012 -0.26719999999999994 -0.077944999999999987 0.089775000000000008 0.13481500000000002 -0.084964999999999985 -0.094679999999999986 -0.083274999999999988 0.10407500000000001 0.083960000000000021 0.088015000000000024 -1.0000000180025095e-35 0.090480000000000019 -0.42985499999999993 0.09227500000000001 0.097615000000000021 0.084755000000000011 0.073745000000000019 0.090085000000000012 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -1 -3 10 -2 11 -7 -12 14 15 -13 17 -17 19 20 21 -18 23 -23 25 -24 27 28 29 -25
right_child=9 2 3 4 -6 8 -8 -9 -10 -11 12 13 -14 -15 -16 16 18 -19 -20 -21 -22 22 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0036172108031228473 0.0013883382263495663 -0.0029544487645805154 -0.0028803209818215655 -0.0027044741436196115 -0.0030689890083822136 -0.0034325756838745349 -0.0032599939910410054 0.0012999259729102762 -0.0032074587332777543 -0.0024573841515486542 -0.0018223470774638248 0.0029484990738964773 0.0028622090996742273 -0.0034180301894618705 -0.0036817288295454462 -0.0020541772985977402 -0.0037315312455790304 0.002144850133488552 -0.0032956708622714883 -0.0034417584657803961 -0.0032462884246258839 -0.0033223942686949649 -0.0033037391029084617 -0.001104017570271427 0.00091375054626413989 0.0015006223227350679 -0.0024681195647220937 -0.0013754873500058287 -0.0015266051066014138 0.0018987902690714156
leaf_weight=0.33082278072834004 8.9437089702114427 4.6891821669414631 2.7268135440535834 2.5543834506534031 2.1794830721337339 1.1066285255365063 3.747613238869234 0.93430150067433704 1.1990108466707159 0.94532547052949745 0.73512913612648878 2.0529229594394556 3.0541103084105989 0.91022500954568286 0.77725027967244287 1.100918650627136 0.74488103622571955 5.8986825100146083 1.2068093104753632 1.0670191426761437 0.99200153257697721 0.61626632930710812 2.2645797892473634 1.2607182413339764 1.6360411304049192 0.64013103395700444 0.78575154719874163 1.4266126886941481 1.289177456870674 12.262174339266505
leaf_count=4 449 536 391 249 142 138 579 24 89 23 34 87 75 55 14 22 25 112 70 74 67 91 116 17 27 6 44 51 47 252
internal_value=0 -0.000657662 -0.000509058 -0.000315412 -0.000168974 -3.03094e-05 -0.00270215 -0.00224761 0.000128448 0.00102071 0.000224072 5.18064e-05 0.00195338 0.000156212 0.000246528 0.000333158 0.000171398 0.00148441 -0.000179493 -2.89795e-05 0.000123268 0.000269065 0.00040341 0.000792161 -0.00110688 -0.00224497 0.000941104 0.00110607 0.00134508 0.00161884
internal_weight=0 60.1896 56.1112 50.4877 47.7609 45.5814 4.07844 5.62348 43.027 9.88903 41.828 38.0388 3.78924 36.9322 36.0219 35.2447 33.1918 6.9996 26.1922 24.9854 23.9183 22.9263 22.1815 17.6407 4.54075 2.90471 17.0244 16.2387 14.8121 13.5229
internal_count=3910 3438 2855 2295 1904 1762 583 560 1513 472 1424 1315 109 1177 1122 1108 1021 134 887 817 743 676 651 502 149 122 411 367 316 269
is_linear=0
shrinkage=0.00328694


Tree=223
num_leaves=31
num_cat=0
split_feature=1 0 14 9 2 3 11 0 3 38 0 159 39 16 16 0 0 4 52 47 52 42 43 4 0 42 16 3 2 457
split_gain=2.05898 1.75417 1.52436 1.58697 2.02532 2.1409 2.85041 1.60521 1.36131 2.08712 1.65268 1.32236 1.14926 1.20426 1.10507 1.0953 1.53097 1.09416 1.03612 1.41737 0.928334 0.929982 1.12696 0.977275 1.00897 1.4793 0.921942 0.791571 0.789035 0.838104
threshold=1.0000000180025095e-35 -0.084074999999999997 0.078275000000000025 -0.016839999999999997 1.0000000180025095e-35 0.082730000000000012 0.08184000000000001 -1.0000000180025095e-35 0.16699000000000003 0.13790500000000003 -0.073129999999999987 -0.034019999999999988 0.16168500000000002 -0.078844999999999985 -0.50763499999999995 -0.082994999999999985 -0.074249999999999997 0.28937500000000005 -0.010284999999999997 0.096475000000000019 0.11401500000000002 0.091955000000000023 -0.24333999999999997 -0.52333999999999992 0.047345000000000005 0.091230000000000019 0.67964000000000013 -0.089974999999999986 1.0000000180025095e-35 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 14 3 -2 7 6 11 12 10 -10 18 -6 13 -5 -1 27 -17 -8 -7 -20 21 23 -23 -18 25 -25 -15 -3 -16 -30
right_child=2 15 -4 4 5 8 17 -9 9 -11 -12 -13 -14 26 28 16 20 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00067850241992947627 0.004077592890146366 -0.0039275414868701689 -0.0030463156982367509 -0.00043628859831609259 -0.0022709717379905073 -0.0012838531339586271 -0.003889995213697432 0.0031490807808086468 0.0038769278942796487 -0.0042043094485962086 -0.0038577745540693716 0.0035698442499457598 0.0037107435826915672 -0.0030585291989435491 0.0041019268760964511 -0.0034381169798408536 -0.0043765557152499607 0.0010750201636881623 0.002203859061913806 -0.0019022560362615931 -0.003077987072580298 0.0015296836281473748 -0.0040618128519724558 -0.0018637094812586292 0.0025838584185529463 0.0052085471833971352 0.0026166506702964033 0.0036343500116112022 -0.0038542761298255798 -0.00042301846009836066
leaf_weight=1.2119546658359466 1.3961835862137366 0.22591080097481597 2.1342581240460268 6.0372761804610473 0.5807290500961243 5.4782171910628659 1.26496585062705 1.1551247681491066 2.1481951335445042 0.55722860991954792 1.9384276415221382 7.0681457216851431 0.57840235810726959 6.4813036958221328 0.20293540880084204 2.5880530918948343 0.45144528988748689 1.1950024738907812 3.9451610166579485 1.6508898017928002 1.3689748682081688 0.80686153285205398 1.3080692738294599 2.0789346648380156 3.5499925022013485 0.50989884650334705 0.42210983205586661 1.2637078228872258 6.4720695132855326 1.1625597870443014
leaf_count=44 119 15 111 259 29 83 102 62 121 6 93 269 8 497 2 482 8 35 80 37 94 6 141 129 46 6 7 69 899 51
internal_value=0 -0.00134859 2.10859e-05 0.00017734 4.28877e-05 0.000670069 0.0020059 -0.00106097 -0.000189046 0.00221246 -0.000688334 0.00312639 -0.00142069 -0.00165005 -0.00262801 -0.000530455 -0.0008855 -0.00147809 -0.000133558 0.000992515 -0.000229733 0.000218182 -0.00192862 0.000907126 0.00129568 -0.000470752 -0.00271152 0.00248754 -0.0031393 -0.00333178
internal_weight=0 23.2014 44.0316 41.8974 40.5012 25.827 10.1088 14.6742 15.7181 2.70542 13.0127 7.64887 13.5191 12.9407 9.04952 14.1518 12.6622 2.45997 11.0743 5.59605 10.0742 8.7052 2.11493 6.59027 6.13883 2.58883 6.90341 1.48962 7.83756 7.63463
internal_count=3910 1992 1918 1807 1688 855 435 833 420 127 293 298 771 763 996 996 912 137 200 117 430 336 147 189 181 135 504 84 952 950
is_linear=0
shrinkage=0.00372083


Tree=224
num_leaves=31
num_cat=0
split_feature=1213 484 1 160 403 52 133 475 1365 123 147 123 42 130 1374 1455 44 48 1 160 49 1374 0 151 484 15 42 133 4 13
split_gain=1.87842 1.92523 2.0293 1.43279 1.39914 1.31663 1.52084 1.07116 1.03682 1.16061 1.03446 1.14487 0.946043 0.920712 0.953964 1.01485 0.954905 1.0719 1.15035 1.13384 1.057 1.00112 1.5977 0.932354 0.839955 0.825506 1.06654 0.779048 0.719564 0.792332
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.12864500000000004 -0.26821999999999996 -0.084084999999999979 -0.42035499999999998 -0.26719999999999994 -0.086004999999999984 1.0000000180025095e-35 1.0000000180025095e-35 0.10058000000000002 0.08456000000000001 -0.10770999999999999 -0.10152499999999999 0.087785000000000016 -1.0000000180025095e-35 0.081835000000000019 0.12675000000000003 0.10031000000000002 -0.079684999999999992 -0.085974999999999982 -0.094679999999999986 -0.23029999999999998 0.094645000000000021 0.094100000000000003 -0.074174999999999977 0.097535000000000011 -0.081204999999999986 -0.51381999999999983 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 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 10 3 -3 24 -6 -7 -1 9 12 11 -2 -8 -14 15 -15 17 18 20 -20 23 -22 -23 -17 -5 -4 -27 -11 -24 -30
right_child=1 2 25 4 5 6 8 -9 -10 27 -12 -13 13 14 -16 16 -18 -19 19 -21 21 22 28 -25 -26 26 -28 -29 29 -31
leaf_value=0.0034371576534266202 -0.0027170831151436732 -0.0025948481490154439 0.0031103299105227603 -0.0030506764291659072 -0.0024373150670574514 -0.0032466617324443886 -0.0025254232504616967 -0.0030394233662152945 -0.0026668452336701303 -0.0018866602186403782 0.0036400922424244162 0.0031245223949717591 -0.0031459429436006717 -0.0030639371094329342 -0.0021786616620468112 -0.0026899119154503307 -0.0027288402339390896 -0.0030510292188540605 -0.00068198662427282526 0.0023392117631678006 -0.0020630786758690112 0.0039334550275460988 -0.0019229018818575755 0.0012271940776877666 0.0033527230646559392 -0.0003068322005499981 0.0037657198758809245 0.0025853074381488833 0.0019184288485321038 0.00025718139439035619
leaf_weight=0.27862624824047122 4.9935755347833028 2.5206331077497444 2.4669400379061699 2.2440289533697064 2.1344519548583767 1.3108807986136515 1.290175579721107 3.4487916412763289 1.2091696735005815 0.44877702649682794 0.31096012145280827 0.36333973100408901 0.78912488743662734 0.81252102949656801 1.467246432788669 1.9548880532383983 0.88036915473639865 0.77884687716141243 1.5562950107268987 6.4570188792422396 1.3074509687721896 1.5181813333183569 1.1294273734092755 0.89395206747576583 0.22779358574189235 2.6086743045598264 0.86423942074179638 3.1792696253396562 3.9819578235037651 10.651139706838856
leaf_count=4 566 287 207 382 298 156 63 588 42 15 3 16 43 69 52 53 14 17 33 175 48 14 16 20 7 70 23 173 55 401
internal_value=0 -0.000231145 -4.84444e-05 -0.00026211 -0.000134901 -3.50677e-06 0.000121319 -0.0025553 0.000230857 0.000320477 -0.00199383 -0.00232087 0.000145392 0.000246211 0.000326381 0.000441522 0.000533078 0.000628075 0.000725373 0.00175245 0.000341442 0.000617647 0.00082047 -0.00146074 -0.00246056 0.00170493 0.000706628 0.00203214 0.00052064 0.00070924
internal_weight=0 60.3513 54.6835 48.7436 46.223 43.7511 41.6167 3.72742 40.3058 39.0966 5.66788 5.35692 35.4686 34.1784 33.3893 31.922 31.1095 30.2292 29.4503 8.01331 21.437 18.5882 17.2807 2.84884 2.47182 5.93985 3.47291 3.62805 15.7625 14.6331
internal_count=3910 3318 2733 2433 2146 1757 1459 592 1303 1261 585 582 1073 1010 967 915 846 832 815 208 607 534 486 73 389 300 93 188 472 456
is_linear=0
shrinkage=0.00317731


Tree=225
num_leaves=31
num_cat=0
split_feature=1213 1456 1 403 1456 43 1425 14 376 3 160 15 15 4 1374 42 1 2 13 51 3 475 3 42 158 49 157 0 48 52
split_gain=1.69398 1.77643 1.55091 1.2816 1.2235 1.13713 1.16926 1.14663 1.31198 1.22306 1.33634 1.20223 1.71501 1.12535 1.07835 1.12288 1.07509 0.991583 0.956352 0.997644 1.12461 0.955481 0.932983 0.869025 0.826859 0.951337 1.01068 0.843699 0.837593 1.1274
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12864500000000004 -0.084084999999999979 1.0000000180025095e-35 0.24789500000000006 1.0000000180025095e-35 0.077685000000000018 0.048375000000000008 -0.15464999999999998 -0.26821999999999996 -0.26361999999999991 -0.11739999999999999 -0.49837999999999999 0.096950000000000022 -0.11145999999999999 0.10113500000000002 0.10113500000000002 -0.052124999999999998 -0.40274499999999996 0.11265500000000002 -0.086004999999999984 0.094625000000000015 -0.089024999999999979 0.084710000000000021 -0.088329999999999978 -0.084354999999999986 -0.08317999999999999 0.099240000000000009 -0.11271999999999999
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 7 8 9 -5 -11 -12 17 -14 15 -15 24 -13 -4 -20 -21 -1 -19 -10 25 27 -27 -17 29 -28
right_child=1 2 18 4 -6 -7 -8 -9 23 10 11 12 13 14 -16 16 -18 22 19 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0036030201374803281 -0.002652405347647822 -0.0026282679860069017 0.0032974567222591872 0.0017613773820236373 -0.0028188938989845056 -0.0026614587294680543 -0.0044688956522157663 -0.0026941644491840886 -0.0014979585706695303 -0.0034834640718489373 0.002820835373345155 -0.0038761088141471547 -0.0035165891625822381 -0.0034776812062596095 -0.0037398496450173732 -0.0036240683588094061 0.0017724111012868285 0.0023263596254180408 -0.0035705556456426917 0.0031588314735791637 -0.00071054040494032548 -0.0031636944885024836 -0.0027248723236869251 0.0034146676884200052 -0.0031000147562314116 -0.0034680178583036381 -0.0034241153721117079 0.00026019833056958392 0.0036767442103755182 0.00079439494852315815
leaf_weight=0.25397931039333377 3.220984290353953 2.5003327280282965 2.1663195157889277 4.3048933641984979 1.8723064078949381 1.8007680219598103 0.63226904510520299 1.5594477262347926 0.49794094264507327 1.2943859745282669 1.6113863678183324 2.0269446927122732 0.915332000702615 0.8191834343597354 0.73400168726220627 1.2278569731861355 5.845898305065929 0.7704019686207173 0.57351592043414745 1.6862865926232182 1.6989872334524987 3.1649263193830839 0.88557074964046478 2.1902902722358695 0.85642863786779244 0.65926439105534917 0.7565350001677914 1.2940975287929273 1.0446277167648084 12.632707180455327
leaf_count=4 332 443 174 132 270 187 71 58 10 162 66 64 45 66 26 38 203 19 13 89 41 588 22 116 52 98 87 25 19 390
internal_value=0 -0.000229732 -8.74851e-05 -0.000287574 -0.000160986 -4.88038e-05 6.17424e-05 0.000130065 0.000239168 7.75344e-05 -0.00013966 -4.7424e-06 -0.000154177 0.000141115 0.000270529 0.000387634 0.000517845 -0.00230184 0.00150447 0.000523323 0.00121689 -0.00266102 -0.000374907 0.0025047 0.000120798 0.000277391 0.000596257 -0.00163092 0.000781892 0.000556036
internal_weight=0 58.079 54.858 48.7329 46.2325 44.3602 42.5595 41.9272 40.3677 37.6795 33.3746 32.0802 30.4689 26.7859 25.8706 25.1366 24.3174 3.68292 6.12511 3.95879 3.38527 3.41891 1.65597 2.68823 18.4715 17.6151 15.0931 2.52195 14.4339 13.3892
internal_count=3910 3318 2986 2669 2226 1956 1769 1698 1640 1514 1382 1220 1154 1049 1004 978 912 105 317 143 130 592 41 126 709 657 594 63 496 477
is_linear=0
shrinkage=0.00335664


Tree=226
num_leaves=31
num_cat=0
split_feature=4 12 13 151 49 50 160 11 52 1 132 376 133 43 43 16 4 4 160 156 124 3 483 4 160 151 49 2 47 160
split_gain=5.42896 3.87051 2.6507 2.44236 2.30829 1.79074 1.75756 1.71978 1.7477 1.70162 1.62778 1.79589 1.60529 1.3192 1.56374 1.4119 1.63881 2.33164 1.22979 1.10807 1.22045 2.59353 1.46545 1.53173 1.56773 1.33166 1.09189 1.37976 1.03109 0.996927
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 -0.27336999999999995 -0.064499999999999988 0.14390500000000003 0.08234000000000001 0.077165000000000025 0.11588000000000002 0.12730000000000002 0.080815000000000012 0.048375000000000008 -0.0087799999999999979 -0.074254999999999988 -0.075819999999999985 -0.17157499999999998 -0.084009999999999987 -0.08422499999999998 -0.081669999999999979 0.094860000000000014 -0.37194499999999991 0.24227500000000002 0.083960000000000021 0.0057500000000000008 0.086110000000000006 -0.0074049999999999993 -0.080639999999999976 0.091525000000000009 0.096475000000000019 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 10 7 -2 6 28 9 8 26 -4 11 12 -1 14 15 -6 17 18 -17 20 -14 22 23 24 25 -22 -3 -28 -5 -25
right_child=3 2 4 5 13 -7 -8 -9 -10 -11 -12 -13 19 -15 -16 16 -18 -19 -20 -21 21 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.0023856346953836692 -0.0021707151137515097 -0.0013460127068351414 -0.0015903295216554453 0.0018979252025508816 0.00070425098833543618 -0.0025368611440069536 0.0015891468431798797 -0.0023665287442564942 -0.0024800218738231113 0.0025087031297325998 0.0015398729327295694 0.0010403164168216923 -0.0026093904909488298 -0.002133206111674911 0.0020355576379611027 0.0017915743006733261 -0.002123657155308939 0.0042443660800524719 -0.0016594076839372672 -0.001986728016333037 0.001305111498782688 0.0024100489823881974 -0.0025806351552693139 0.00017478965824896777 -0.0022638341270085193 -0.00069722204582768675 -0.00011395620469063931 0.0019458860470220561 0.00019543773586490782 0.002134509217302856
leaf_weight=2.0765139549039366 1.1655585505068291 1.2028134930878858 3.504675335250794 8.1585120819508976 1.5668878727592517 0.59886656701564867 2.0890750773251057 1.4655153276398767 1.0431319228373457 0.61827461048960675 2.9626072822138658 4.8885920261964193 1.0057557653635871 14.474385407287629 0.7486800029873838 0.65644481964409385 9.0491549838334322 0.49616310000419339 2.9177199620753527 1.8615905847400416 2.3056686790660184 2.0263757808133951 1.3582229651510704 4.4308112608268848 2.3908889144659033 6.8278108397498585 3.0969681842252612 3.7080945507623255 2.3859544126316914 1.9355527386069296
leaf_count=63 20 21 111 357 32 9 31 65 50 17 65 138 16 1327 27 12 766 2 164 67 41 63 26 63 42 128 95 39 40 13
internal_value=0 -0.000657293 -0.00108368 0.000966879 -0.00137672 0.00129506 -0.000113115 -7.71705e-05 0.000293516 -0.000975642 -7.36236e-05 -0.000227288 -0.000463634 -0.00163916 -0.00117587 -0.00133958 -0.00158368 -0.000383193 -0.00102559 -0.000298322 -0.000157256 -4.13352e-05 -0.000299397 -0.000126211 -0.000621632 -0.00019175 0.000654806 0.00100846 0.00151269 0.000770599
internal_weight=0 80.7084 46.638 12.3089 36.1215 11.1433 6.21203 10.5165 9.05101 4.12295 34.0704 31.1078 26.2192 29.9094 15.4351 14.6864 13.1195 4.07033 3.57416 24.1427 22.2811 21.2753 19.249 17.8907 11.5244 9.13348 8.00788 6.80506 10.5445 6.36636
internal_count=3910 3484 2759 426 2489 406 159 270 205 128 725 660 522 2330 1003 976 944 178 176 459 392 376 313 287 211 169 155 134 397 76
is_linear=0
shrinkage=0.00227804


Tree=227
num_leaves=31
num_cat=0
split_feature=1213 484 1 31 160 403 52 133 150 123 14 1365 123 475 3 38 4 13 48 132 0 484 122 159 474 483 403 42 43 47
split_gain=1.57901 1.59677 1.59184 1.18618 1.08691 1.05635 1.07096 1.24244 1.02948 0.918747 0.905989 0.931306 1.00544 0.880216 0.830318 0.921191 0.857215 0.885584 1.29672 0.985038 0.945578 0.788921 0.755362 0.736852 0.829061 0.803572 0.842334 0.8115 0.774191 0.858203
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.12864500000000004 -1.0000000180025095e-35 -0.26821999999999996 -0.084084999999999979 -0.42035499999999998 -0.26719999999999994 0.097030000000000019 0.08456000000000001 0.082845000000000016 1.0000000180025095e-35 1.0000000180025095e-35 -0.086004999999999984 -0.15464999999999998 0.11100500000000002 -0.51381999999999983 -0.094679999999999986 0.09227500000000001 0.08704000000000002 -0.26606499999999994 0.094100000000000003 0.10641000000000002 0.09141500000000001 0.096025000000000013 0.083960000000000021 0.088015000000000024 -0.10770999999999999 -0.26007999999999992 0.11002500000000003
decision_type=2 2 2 2 2 2 2 2 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 8 3 -3 -5 21 -7 -8 9 -2 11 12 14 -1 -9 16 -16 18 -18 20 -19 -6 -4 25 -25 26 27 -22 -29 -30
right_child=1 2 22 4 5 6 7 10 -10 -11 -12 -13 -14 -15 15 -17 17 19 -20 -21 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.003639719072875235 -0.0030944006979737068 0.0038519638380259025 0.002034604906080041 -0.0026352862019733978 -0.0031887639620736133 -0.0025393440220890418 -0.003449119479123317 0.0017552629829345376 0.0015558279208375341 0.0032555066830081691 -0.0026110905917428296 -0.0027757101367810433 0.0023702054808482924 -0.0031719189282150926 -0.0036981947767485393 -0.0036584376257443292 0.0021806901190603426 0.0039316006910255575 -0.0015064926552401125 0.0026034863778237175 -0.0038199253588254668 0.0035273161120441478 -0.0028871562858459265 -0.0038087208905823828 0.0016651476293563069 -0.0033437933854656818 -0.0034879685660817892 0.003385105792044658 0.00023491246602880904 -0.0037519847022589098
leaf_weight=0.2376767843961719 4.0923261747229835 0.80155559233389695 5.0934461692813775 2.2567472446244201 1.9870379820931696 1.9656573999673117 1.1509774541482318 3.4761797636747245 0.78430801350623358 0.28288718732073892 1.33614499028772 1.147211217554285 2.6321502041537306 3.0127415212336919 0.67581710778176329 0.78066925145685573 4.7527306494303003 0.58593964669853349 1.4441471323370931 1.4192374581471074 0.59356111497619934 0.226231682114303 0.38982065115123976 1.3838401557877649 0.41847063833847631 0.92459628102369507 0.80236103618517418 0.85855266079307568 13.901290210662427 0.65657775849104005
leaf_count=4 550 63 292 287 382 298 156 70 22 13 35 42 134 588 18 19 96 24 33 43 29 7 8 79 22 56 71 7 443 19
internal_value=0 -0.000231738 -5.12064e-05 -0.000257333 -0.000329923 -0.000209266 -8.52007e-05 3.86808e-05 -0.00203936 -0.00268384 0.000144911 0.000245928 0.000344111 -0.00267384 0.000180893 -6.54559e-06 9.37784e-05 0.000186156 0.00132141 -0.000140381 -0.000333879 -0.00250227 0.0016847 -0.000461792 -0.00253777 -0.000250845 -8.07479e-05 9.00094e-05 0.000240549 5.50985e-05
internal_weight=0 56.8205 51.661 46.1777 45.3761 43.1194 40.9061 38.9405 5.15952 4.37521 37.7895 36.4533 35.3061 3.25042 32.674 29.1978 28.4171 27.7413 6.19688 21.5444 20.1252 2.21327 5.48327 19.5392 1.80231 17.7369 16.8123 16.01 15.4164 14.5579
internal_count=3910 3318 2733 2433 2370 2083 1694 1396 585 563 1240 1205 1163 592 1029 959 940 922 129 793 750 389 300 726 101 625 569 498 469 462
is_linear=0
shrinkage=0.0034077


Tree=228
num_leaves=31
num_cat=0
split_feature=1 0 2 15 47 4 1425 128 123 48 16 14 481 16 16 48 0 0 50 150 49 457 133 2 1 16 15 9 43 42
split_gain=1.41807 1.43551 1.19808 1.458 1.29762 1.14912 1.12661 1.07981 1.07795 1.2555 1.38003 1.4036 1.35031 1.04836 0.97879 0.932369 1.15709 1.34876 0.878278 0.79881 0.787452 0.716074 0.851379 0.808499 0.702436 0.988773 0.661683 0.630418 0.584834 1.17127
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.090505000000000016 0.087850000000000025 0.22584000000000001 1.0000000180025095e-35 0.086435000000000012 0.083745000000000014 0.086215000000000014 0.081265000000000018 0.077685000000000018 -0.0079799999999999992 -0.094359999999999986 -0.50763499999999995 0.086065000000000016 -0.083424999999999985 -0.069794999999999982 0.10625000000000001 0.12031500000000002 -0.075429999999999983 0.085130000000000025 0.086895000000000014 1.0000000180025095e-35 0.10786000000000001 -0.54165499999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17307499999999998 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 14 3 4 6 -5 7 8 9 10 11 12 -2 -11 -1 16 -3 -18 19 -14 -15 23 -23 -16 25 -6 -12 -27 -19 -30
right_child=2 15 -4 5 24 -7 -8 -9 -10 13 26 -13 18 20 21 -17 17 28 -20 -21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00059533888436879461 -0.0022981612739179469 0.0022055101011675547 0.002328282452217301 -0.0024800421452490029 0.0026407953181526622 0.0015689429242189273 -0.0037137927325762063 -0.002535022551862475 0.0024630026281417094 -0.0022127090682911967 0.0018668410288904974 -0.002745884874460737 0.0020632542166190313 -0.0014674913830355716 0.003004489901707659 0.0013492687051711331 -0.0028201991553360689 0.0010615831258558826 -0.0016706619786830915 -0.0011516620740786325 0.001346527600652107 -0.002923902899342877 0.0020925411672671626 -0.0028923305981090482 -0.00020277592478316352 0.00089295888588111847 -0.0025069088731307951 -0.0028540584486982331 -1.2006725998324349e-05 -0.0030557264893845927
leaf_weight=1.092246335931123 0.70919769164175583 0.99314692476764221 1.6998609027359624 3.0075360941700633 0.34969680570066008 0.67003232706338156 0.49232641002163191 0.84756445162929495 2.3675375725142649 2.1168636945076287 0.34600883862003673 0.66066886135377068 9.8599842621479166 1.2353041050955655 0.18839866295457053 2.2001309185288838 2.3059581406414491 1.723962294636294 0.57911364128813225 0.64363516354933459 2.0971987573429933 0.48300121189095058 0.58461799705401063 5.164331064093858 6.1806966862641275 0.40769675746560174 1.2375455547589798 2.5249601348768898 3.702726875199005 1.3482659966684876
leaf_count=44 36 53 140 318 5 8 43 66 198 46 12 44 390 46 2 89 571 35 31 36 44 29 22 899 184 4 109 158 113 135
internal_value=0 -0.000888882 3.40198e-05 -7.3317e-05 0.000114641 -0.00174234 0.000470654 0.000561405 0.000681499 0.000465042 0.000907261 0.0012199 0.00144209 -0.000673999 -0.0018515 -0.000299699 -0.000659826 -0.000973197 0.00168144 0.00186625 0.000303417 -0.00226776 -0.000176946 -0.00268478 -0.000757911 -0.00180323 -0.00155124 -0.00233315 -0.000344543 -0.00082447
internal_weight=0 19.7868 38.0334 36.3336 32.656 3.67757 23.1929 22.7006 21.8531 19.4855 14.0362 12.4526 11.7919 5.44937 7.5126 12.2742 10.0741 9.08091 11.0827 10.5036 3.3325 6.42035 1.06762 5.35273 9.46305 3.28235 1.58355 2.93266 6.77496 5.05099
internal_count=3910 1992 1918 1778 1452 326 1101 1058 992 794 658 537 493 136 996 996 907 854 457 426 90 952 51 901 351 167 121 162 283 248
is_linear=0
shrinkage=0.002796


Tree=229
num_leaves=31
num_cat=0
split_feature=1213 1456 1 42 132 474 42 157 454 1 1186 1186 123 1456 3 3 42 151 33 4 13 376 475 158 52 13 1374 1374 15 51
split_gain=1.3592 1.41234 1.21635 0.999841 1.20313 1.1203 1.1768 1.11505 1.19475 0.971315 0.967905 1.01029 0.967024 1.19291 0.96296 0.85714 0.961642 0.856059 0.810547 0.780187 0.92706 0.764147 0.73088 0.72708 0.850502 1.13264 0.955253 0.89294 0.857766 0.853252
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11561500000000001 -1.0000000180025095e-35 0.080815000000000012 -1.0000000180025095e-35 0.11315500000000002 -0.084354999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.085080000000000003 0.08733500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.11476000000000001 -0.5217799999999998 0.091955000000000023 -0.035524999999999994 -1.0000000180025095e-35 -0.032604999999999995 -0.071149999999999977 0.091535000000000019 -0.086004999999999984 0.089220000000000008 0.11588000000000002 -0.084184999999999996 -0.094679999999999986 0.087785000000000016 -0.035939999999999993 -0.11077499999999998
decision_type=2 2 2 2 2 2 2 2 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 17 3 4 10 -5 7 14 -9 -6 21 -12 13 15 -7 -10 18 -2 -17 -18 -21 -3 -1 24 26 -26 -20 29 -27 -28
right_child=1 2 -4 5 9 6 -8 8 12 -11 11 -13 -14 -15 -16 16 19 -19 23 20 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0031713443995278301 0.00097317022458065137 -0.0030698484371707081 0.00089927471332355391 -0.0035068014753472476 -0.0021115398791656022 -0.0030327067140074938 -0.0029758819523695375 -0.0026177025466057012 0.0036810694256416438 0.0025326485989856924 0.0031129835292138144 -0.0027026965986681429 0.0024085948341437367 -0.0030474789515944315 0.0033330047655247066 -0.002713604914470074 -0.0031318622148396222 -0.0031054084513588692 -0.0010783825147633558 -0.001847188573648067 0.0035249262582931827 0.0022161838951246489 -0.0027444255445828497 -0.0020812917498016555 -0.0033013806101795228 0.0029281127331386813 -0.0023777593292355044 -0.0017017961316030089 -0.0016905072722274161 0.0014588218353691256
leaf_weight=0.20265043526887927 0.58605261310003731 3.8121766244294113 9.5831798170693201 0.83531802613288064 0.64134940551593889 1.5657039757352347 1.1448212083196256 1.2435947565827579 0.68083147960715606 1.1027966164983807 0.58999364823102929 0.49434086610563099 1.9824478260707099 0.96037081757094611 0.24785880185663689 0.69910254189746979 1.2808591150678696 2.2141277734190217 1.9414936620742427 0.75174794089980423 0.47016884572803863 0.2632603533565997 2.6115359971299759 0.89318256895057757 1.0648354815784844 0.77547901240177453 0.54114773729818644 0.93248430849053043 0.67923164414241799 14.7380766863934
leaf_count=4 40 512 512 116 79 204 178 69 15 44 14 44 124 179 3 27 136 292 30 63 9 5 588 34 51 23 43 26 45 401
internal_value=0 -0.000178044 -6.17104e-05 -0.000290044 -0.00132968 -7.53308e-05 1.26124e-05 0.000121402 0.000261182 0.000824909 -0.002058 0.000461654 0.000387282 0.000235548 -0.00216271 0.000359441 0.000268135 -0.0022518 0.000466377 -0.00149545 0.000219892 -0.00272839 -0.00231843 0.000569462 0.00068399 -0.000949768 0.000910745 0.00114896 0.000771593 0.00132294
internal_weight=0 52.716 49.9159 40.3327 6.90392 33.4288 32.5934 31.4486 29.6351 1.74415 5.15977 1.08433 28.3915 26.409 1.81356 25.4486 24.7678 2.80018 22.265 2.50278 1.22192 4.07544 2.81419 21.5659 20.6727 2.51955 18.1532 16.2117 1.45471 15.2792
internal_count=3910 3318 2986 2474 698 1776 1660 1482 1275 123 575 58 1206 1082 207 903 888 332 680 208 72 517 592 653 619 119 500 470 68 444
is_linear=0
shrinkage=0.00300078


Tree=230
num_leaves=31
num_cat=0
split_feature=1 39 3 0 1348 1186 51 16 48 4 16 47 50 128 1373 16 1375 0 3 50 9 16 52 52 133 52 3 4 16 2
split_gain=3.50984 2.54719 2.34498 2.21115 2.20045 1.73168 1.69143 1.51509 1.44392 1.16482 1.02676 1.29238 1.46149 1.53685 1.26245 1.2107 1.03262 1.07323 1.88217 2.56714 1.23866 0.968522 0.880675 1.13806 1.10434 1.18591 1.20682 1.52864 1.02627 1.85865
threshold=0.085990000000000011 0.005105000000000001 0.16699000000000003 -0.070894999999999986 0.090050000000000005 0.084100000000000022 -0.40274499999999996 -0.54165499999999989 0.088875000000000023 0.51224500000000017 0.050115000000000007 0.09252500000000001 0.10625000000000001 0.086435000000000012 0.09012000000000002 0.67964000000000013 -0.43271999999999994 -0.10783 -0.088024999999999978 0.10030500000000002 -1.0000000180025095e-35 -0.25582999999999995 0.086950000000000013 0.086635000000000004 -0.0056849999999999991 -0.11051499999999999 -0.084129999999999996 -0.083329999999999987 -1.0000000180025095e-35 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 5 7 -3 -2 21 10 11 12 13 14 16 -12 -9 -18 -19 20 -20 -5 23 24 -1 -26 -27 -28 29 -29
right_child=1 6 -4 8 -6 -7 -8 9 -10 -11 15 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0024545385742837538 0.0017122463590436244 -0.0027532805906783 0.0017834248055736801 0.0015890866465933452 0.0024710681318765395 0.0025629389123166635 0.0015724306871719774 -0.0017182585931088416 0.0016813168302866935 0.0026084406784306325 -0.0020438189489634705 -0.0017229271164932384 -0.0023810320646609224 -0.0026682889622379044 -0.0028592065344209259 0.0021983302546226646 0.0013555927580800806 0.0020545855339800844 0.001768591218045214 0.0036643374476497508 -0.0025437996151078178 -0.00086714866936014098 -0.0024019875917198753 0.0031543060922726313 -0.0026027372660596525 -0.0017351881241575451 0.004094910275670275 -0.0025560280858439679 0.0015410251342133376 0.00080383584993613409
leaf_weight=3.9996515442617246 1.5997084155678702 0.61664607189595599 3.3492753435857585 1.1619557905942191 1.5864835055544961 1.0839263601228584 8.2748380517587048 1.3250744752585983 2.247860934585332 0.62142721004784007 6.1633573849685481 5.19598035654053 1.8898827810771752 1.2877027820795763 0.80383977759629566 0.45891844294965256 6.1873863828368512 1.7226784792728747 0.49314795434475867 0.61323226476088155 2.966908297035836 8.2944210362620634 5.1669126758351913 0.37106917053461153 2.1791937118396172 3.4709837129339576 0.55892066471278656 2.1324708210304379 1.465641353279352 2.0502823409624398
leaf_count=386 43 10 150 23 29 26 362 11 49 27 315 137 121 79 16 11 83 57 6 20 198 340 645 12 202 291 6 133 42 80
internal_value=0 6.04055e-05 -0.000228136 -0.00101435 -0.000426293 -0.000568106 0.00127243 -0.000676434 -0.000133856 -0.000804966 -0.000877838 -0.000621026 -0.00028988 -3.32542e-05 0.000207185 -0.00174984 0.000392397 0.000625786 -0.000153307 -0.00108707 -0.00192917 -0.000565338 -0.00149602 -0.00120757 -0.00130964 -0.00092346 -0.000545349 0.00011998 -0.000273348 -0.000909106
internal_weight=0 46.2404 37.3489 33.0994 33.9997 32.4132 8.89148 31.3292 11.7042 29.7295 29.1081 22.4858 17.2899 15.4 14.1123 6.62228 13.3084 11.9834 5.79597 4.07329 3.46006 9.45638 21.3951 16.2282 15.8571 11.8575 9.6783 6.20732 5.64839 4.18275
internal_count=3910 1701 1329 2209 1179 1150 372 1124 412 1081 1054 728 591 470 391 326 375 364 281 224 204 363 1797 1152 1140 754 552 261 255 213
is_linear=0
shrinkage=0.00251965


Tree=231
num_leaves=31
num_cat=0
split_feature=4 1348 484 11 403 1213 484 14 133 151 1374 3 0 52 1374 48 15 48 160 160 9 1 0 15 15 0 4 12 2 3
split_gain=1.28921 1.30994 1.34991 1.29132 1.25909 1.04554 1.1231 1.07752 0.987093 0.963031 0.9276 0.923754 1.0469 0.900104 0.817433 1.00345 0.922736 1.48178 1.08678 1.01838 1.11406 1.02637 0.923927 1.2373 0.855311 0.7917 0.750017 0.851813 0.741148 0.700791
threshold=0.27020000000000005 0.090260000000000021 -0.0043499999999999988 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091130000000000017 0.08840000000000002 -0.26719999999999994 -0.27336999999999995 0.09309000000000002 0.14320000000000002 -0.13027499999999997 -0.51745999999999992 -0.094679999999999986 0.095825000000000007 -0.11739999999999999 0.016865000000000002 -0.40446999999999994 0.088485000000000008 0.084755000000000011 1.0000000180025095e-35 -0.10575999999999998 0.090675000000000019 -1.0000000180025095e-35 -0.13870499999999999 -0.08422499999999998 0.087375000000000022 0.106285 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 -7 -2 13 12 -4 -10 15 -15 -16 18 -18 20 21 24 -23 -24 -20 -26 28 -28 -27 -8
right_child=9 -3 3 -5 5 6 29 -9 10 -11 -12 -13 -14 14 16 -17 17 -19 19 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0025075602004945583 -0.0028981666912719388 0.0035342966376297942 0.0017971923243118161 -0.0034242055746955616 -0.0033705424357204829 -0.0034278532307424328 0.0026267034878818441 -0.0035812162181320406 -0.0033447590579749843 0.0012802208723173363 -0.0034469556477185956 0.0039931826478437809 -0.00306569754113967 -0.0037343677419523829 -0.0013295741644342252 0.0011908185632763214 -0.0034239474603463527 0.0020620563878833253 -0.003353054664260547 -0.0021487256537401724 -0.003383645166937968 0.003238128386029751 0.0015161418381832382 -0.0031667812942816368 -0.0037756961273107481 -0.001503507065536457 0.0038417445032830765 0.00021920293852131876 0.001767020054268342 -0.0032688155724262015
leaf_weight=3.7193881022976703 0.6605690182186662 0.85875639785081048 0.56383400666527439 1.5192786494735617 1.0495927442098025 0.79345885780639847 0.25522647239267815 0.83870664867572386 0.68940531113184533 7.2148625904228529 0.70410612132400174 0.26477040350437153 3.5047235651873043 1.0702426005154944 2.4322649610694524 0.78798611043021072 0.81864732084797864 7.3644577499944708 0.74842369998806191 1.4839671251829702 0.69610613025724966 2.8250688882544637 4.7329063364304584 0.7121345899067818 0.46750455349684639 2.1897948603145867 1.357657357584652 1.4977874951437113 1.1644046716392038 1.659416771493851
leaf_count=584 20 25 27 147 231 149 4 27 121 452 30 2 790 44 80 12 148 241 111 76 42 45 148 32 5 62 15 52 9 179
internal_value=0 -0.000518833 -0.000594645 -0.000426014 -0.00031402 -0.000112776 -1.58825e-05 0.000125646 0.0002212 0.000929749 0.000312413 -0.00200166 -0.00239178 0.000397693 0.000482706 -0.00164583 0.000621532 0.000803643 0.000307904 0.00047881 0.000716684 0.000898534 0.00170113 0.000903682 4.65766e-06 0.000381015 0.00069396 0.00194159 -0.000368149 -0.00248293
internal_weight=0 46.77 45.9113 42.1919 40.6726 36.3393 35.2897 33.375 32.5363 7.87543 31.7429 4.33333 4.06856 31.0388 30.3494 1.85823 28.4911 26.0589 18.6944 17.8758 16.3918 15.6957 8.27011 5.44504 7.42557 6.67715 6.20964 2.85544 3.3542 1.91464
internal_count=3910 3438 3413 2829 2682 1863 1632 1449 1422 472 1273 819 817 1243 1122 56 1066 986 745 597 521 479 225 180 254 143 138 67 71 183
is_linear=0
shrinkage=0.00331226


Tree=232
num_leaves=31
num_cat=0
split_feature=31 2 123 484 403 150 48 49 1213 160 1425 42 43 13 13 132 1 1 15 159 16 50 50 3 15 52 15 151 457 150
split_gain=1.23269 1.21598 1.26528 1.21336 1.31193 0.907999 0.894303 0.878326 0.75332 0.731421 0.749857 0.789424 0.8761 0.854474 0.844428 0.853559 0.783871 0.675901 1.30812 1.07877 0.921996 0.777224 1.13469 0.91163 0.827343 1.0231 0.911699 0.887804 1.27284 1.04667
threshold=-1.0000000180025095e-35 0.097940000000000013 0.086020000000000013 -0.0043499999999999988 -1.0000000180025095e-35 0.081245000000000026 0.12738500000000003 -0.0019649999999999997 -1.0000000180025095e-35 -0.40446999999999994 1.0000000180025095e-35 0.091955000000000023 -0.46376499999999993 -0.52445999999999982 -0.094679999999999986 0.084925000000000014 0.10398500000000001 0.12958500000000003 -0.11739999999999999 0.10276500000000001 0.51592500000000008 0.102455 0.10030500000000002 -0.13927999999999999 -0.106555 0.10599500000000002 -0.095799999999999982 -0.08373499999999999 0.085130000000000025 0.086645000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -5 7 -7 -3 -6 -9 11 13 -13 -11 -15 16 -16 18 -10 21 -19 22 23 -20 -25 26 -26 -28 29 -29
right_child=1 2 -4 4 8 6 -8 9 17 10 -12 12 -14 14 15 -17 -18 20 19 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.002770015050800571 -0.0027014291720470745 -0.0018271090106329237 0.0024533779591741881 -0.0022006086827785565 -0.0029012636117033254 0.0018481869119015121 -0.0015216591471999097 -0.0029958332428831678 -0.0023246147609115209 -0.0019950715398588678 -0.0038288268205902165 0.0040668968255810891 -0.0021221741070665914 0.0023312180043918709 -0.0017776137502320127 0.0023688173502165338 0.00062880015012856604 0.0034983777516604457 0.0019650148322279933 -0.0030169576030319532 -0.00046683137851456102 -0.0029002305349364547 0.0045536610940212843 0.002170250901509998 -0.0021466232274136312 -0.0029800845568492707 -0.0019168344925042532 0.00035182455714842466 0.0028339049471135616 -0.0028549580627098259
leaf_weight=1.0734426877461363 2.2354402350029003 2.6294175960356396 1.8663086951710273 3.3285028194077375 0.86986559280195308 3.268168752314522 0.79586345516145218 0.63328081124927926 2.4083009682362997 0.92040477530099352 0.37267423409503031 0.2096123695373534 1.6414693034021173 2.3960328456014386 1.7002598110120732 1.3174748867750166 3.1164566203951836 0.91194262052886077 1.8134960457682812 0.97861167811788519 0.99819275550544262 0.69717071868944813 0.46689040958881278 1.1396897295490109 1.6129763955250567 1.1118896661791939 1.495345354778707 7.9581442150519361 1.5298084621317674 0.92310949112288643
leaf_count=113 472 84 146 727 197 152 11 54 110 19 43 1 179 78 239 67 105 51 62 88 15 115 2 13 45 132 116 386 27 61
internal_value=0 -0.000316655 0.000213541 -0.000679649 -0.00051963 -6.45842e-06 0.00118827 -0.000331515 -0.000295064 -1.19957e-05 0.000149864 0.000281061 -0.00142134 0.000614507 0.000896079 0.00033551 -0.000220643 -0.000200783 -0.000341185 -9.90468e-05 0.00142625 5.32586e-05 0.000167327 5.0864e-05 -0.000169243 -0.000351476 -0.000135289 0.000137189 0.00043221 1.85145e-05
internal_weight=0 51.3468 20.8674 30.4794 28.2439 19.0011 4.06403 14.9371 24.9154 12.3077 11.6744 11.3017 1.85108 9.45063 8.53022 6.13419 4.81672 24.0456 22.1354 19.7271 1.91014 18.7485 18.0513 17.5845 15.771 14.6313 13.5194 11.9064 10.4111 8.88125
internal_count=3910 3797 1178 2619 2147 1032 163 869 1420 785 731 688 180 508 489 411 344 1223 1157 1047 66 959 844 842 780 767 635 590 474 447
is_linear=0
shrinkage=0.00285076


Tree=233
num_leaves=31
num_cat=0
split_feature=1 12 40 3 51 484 3 3 4 47 50 48 403 15 52 3 2 12 43 48 16 49 2 457 39 160 43 2 15 4
split_gain=3.70569 1.91808 1.73823 1.68853 1.66455 1.52188 1.50858 1.60886 1.38415 2.19498 1.8856 1.30175 1.21801 1.29097 1.30625 1.2417 1.53706 1.79025 1.73148 1.11572 1.117 1.08805 1.00214 1.08964 0.985688 0.860002 0.804337 0.964094 1.26827 0.931997
threshold=0.094485000000000013 -1.0000000180025095e-35 0.34489500000000001 0.16699000000000003 -0.40274499999999996 -0.0043499999999999988 -0.115685 0.084925000000000014 -0.034289999999999994 0.11603500000000001 0.11515000000000002 0.12862000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086950000000000013 -0.089974999999999986 -0.013084999999999998 0.088590000000000016 -0.14839499999999997 0.086870000000000017 0.0015250000000000001 -0.082494999999999985 0.12168500000000002 0.081330000000000013 0.091635000000000008 -0.078874999999999987 0.098320000000000005 0.11085000000000002 0.079360000000000014 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2 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 8 -2 -1 26 12 -3 10 11 22 -8 19 15 -15 -17 -18 -19 -14 -21 -9 23 25 -16 -10 27 28 29 -7
right_child=1 3 -4 -5 -6 6 7 21 9 -11 -12 -13 13 14 24 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018281248133730208 -0.0020523657827704474 -0.0011761169154481058 -0.0021066199334664505 0.0015680965901151125 0.0013693230222477817 -0.0011621974123832758 -0.0017919004496345843 -0.001551626876345448 -0.0012384292561069936 -0.0014445670010763832 -0.0020112603593624373 -0.0013584863029734928 -0.0017284378892459633 -0.0015622073650902431 -0.0017022917926849885 -0.0019481248897156166 0.0016788496327543323 0.0020254908852522331 -0.001969438512504204 -0.0015353223416091834 0.0010526631996485964 0.00029032011483589215 0.002011318356948759 0.0015825011317059097 0.0019487333216967784 0.00041075307355436423 -0.0014720371629047175 0.0021532718968494536 -0.0019507641738384879 0.00099475233515931892
leaf_weight=3.6957401910331091 0.54584836587309737 4.6099595795385566 0.63373690843582231 1.9953618757426728 7.8734781295061085 0.90475973021238987 5.1979155875742427 1.3794758217409251 1.3693790421821184 3.1511558638885608 1.1664085946977127 1.2284251055680204 6.1394772878848034 1.2779344487935302 2.7371194071602081 0.80029232148081053 3.3998027350753564 0.57749262452125494 1.1968195317313077 1.1640892827417704 1.2330569233745334 6.9652721602469665 1.7582869604229916 2.4079012963920823 0.29401308298110951 6.6413345015607819 0.87596687860786904 1.0190017279237507 0.86994368862360705 3.5079060322605069
leaf_count=485 10 270 8 80 383 13 746 21 37 85 49 16 516 58 258 36 86 4 91 85 42 108 71 48 4 130 21 12 62 75
internal_value=0 0.000175108 0.00091969 -0.000101967 0.00114749 -0.000665312 -0.000556627 -0.000730929 -0.000251182 -1.05939e-05 0.000299505 0.000500566 -0.000979956 -0.000755706 -0.000303544 0.000133051 0.00049567 0.000873657 -0.000669193 -0.00130039 -0.0002041 -1.41734e-05 0.00068811 0.0004648 -0.00134815 0.000128836 0.000229279 0.000465773 0.000140259 0.000552498
internal_weight=0 33.3813 9.05306 24.3282 8.41933 43.2361 39.5403 32.3628 22.3329 17.7229 14.5717 13.4053 24.018 18.8201 10.2835 7.25234 5.97441 5.17411 1.77431 8.53662 2.39715 8.34475 12.1769 10.4186 3.03113 8.01071 7.17758 6.30161 5.28261 4.41267
internal_count=3910 1187 401 786 393 2723 2238 2055 706 436 351 302 1926 1180 537 275 217 181 95 643 127 129 286 215 262 167 183 162 150 88
is_linear=0
shrinkage=0.00189484


Tree=234
num_leaves=31
num_cat=0
split_feature=4 12 151 13 49 160 151 132 9 11 4 1348 4 50 49 48 15 3 43 0 1348 43 16 128 47 1 16 130 1186 15
split_gain=5.66596 3.29318 2.54877 1.6822 2.23839 1.74885 1.65245 1.78362 1.62288 1.48052 1.29743 1.2967 1.21823 1.13168 1.11673 1.06632 1.22747 2.02181 0.993833 1.47126 1.31806 1.23524 1.5011 1.19143 0.982357 1.04684 1.30711 0.981258 1.62827 0.883032
threshold=0.27020000000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 -0.086769999999999986 0.080815000000000012 -0.016839999999999997 0.077165000000000025 0.0045450000000000013 0.084620000000000015 -0.57869499999999985 0.14390500000000003 -0.080639999999999976 -1.0000000180025095e-35 -0.095799999999999982 0.24227500000000002 -0.074254999999999988 -0.077944999999999987 0.084895000000000012 -0.075819999999999985 -0.078844999999999985 0.11581500000000002 0.11939500000000002 0.11235500000000002 -0.54165499999999989 -0.083489999999999995 0.085080000000000003 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 6 -2 9 5 -5 -1 8 -8 14 -7 15 -6 24 -3 -10 -17 29 19 23 27 22 -21 -14 25 26 -4 28 -20 -18
right_child=2 3 13 4 12 10 7 -9 11 -11 -12 -13 18 -15 -16 16 17 -19 20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010766813603895343 -0.0018982171274555982 -0.0013962931393637545 0.0020487514514855023 -0.001994686688874656 0.0030319997247460081 0.0014047056194741081 0.0021689672526186083 0.0012093311364061432 -0.0019349237851880303 -0.0019616002234379743 -0.0010201982827234362 0.0014256089529854526 -0.001604765946859162 -0.0014390288271209524 0.00048329673326153854 -0.0012559419752160184 -0.00021857720575238702 0.0019791480640689195 -0.0019439764047520884 0.0018682058425883534 0.0015947568007857245 0.0021974457847685866 -0.00094739364243912722 0.0023737650659343612 -0.00082249845883461848 0.0018787015352103975 2.7720922218130402e-05 -0.0018990409130199665 0.0039098309787320264 -0.0015459273818563264
leaf_weight=3.9047136995941427 1.1598134208470572 1.3769259168766437 1.7286454653367398 1.1109267324209211 0.23429700732230685 2.7472784379497166 0.854910557158301 2.7511405907571307 1.9381403559818995 1.3992653251625595 1.1150430291891096 1.208642161451279 8.4809394539333844 0.62789460271596986 6.5003833225928229 5.2972679068334552 12.372336782049361 1.3935900637879974 0.42901492444798428 0.7886297060176729 0.42967559071257788 0.64889272395521658 4.9706250107847154 0.27948253415525037 0.82435307465493757 5.7716834447346628 3.4383686808869189 12.784804552327843 0.2837930703535676 2.1086427443660787
leaf_count=93 20 33 50 41 1 50 36 58 27 65 19 23 736 10 157 125 248 50 39 21 10 13 257 5 17 293 82 1276 6 49
internal_value=0 -0.000542174 0.000789401 -0.000880777 -0.00107448 0.000101664 -7.85663e-05 -0.000240105 -0.000398509 -0.000164476 0.000704642 -0.000488768 -0.00127391 0.00104097 0.000154751 -0.000588889 -0.000465669 -0.000201958 -0.00130859 -0.000972828 -0.00167427 -0.000282439 -0.000561846 -0.00147784 0.00117335 0.00132375 0.000703865 -0.00177834 0.000386623 -0.000411859
internal_weight=0 75.4094 13.5508 43.58 34.3034 4.97325 31.8294 27.9247 25.1735 9.27657 3.86232 24.3186 29.3302 12.3909 7.87731 23.11 21.1718 15.8746 29.0959 15.1686 13.9273 6.40815 5.75925 8.76042 11.7631 10.9387 5.16701 13.4976 0.712808 14.481
internal_count=3910 3438 472 2729 2474 110 709 616 558 255 69 522 2364 452 190 499 472 347 2363 1032 1331 291 278 741 442 425 132 1321 45 297
is_linear=0
shrinkage=0.00189594


Tree=235
num_leaves=31
num_cat=0
split_feature=1 3 150 15 3 50 150 14 15 1374 156 151 15 0 43 15 3 12 52 40 130 43 0 47 49 48 43 1212 48 52
split_gain=4.89129 2.28183 2.15819 2.69793 2.03761 2.00445 1.30341 1.23455 1.12844 1.12401 1.12039 1.1171 1.166 1.08733 0.987441 1.62256 0.948891 0.971433 0.938117 0.856092 0.795208 1.73366 0.73932 2.4848 1.14902 0.978416 0.839392 0.716767 0.803085 1.83953
threshold=0.094485000000000013 -0.115685 0.077110000000000012 -0.24219999999999997 -0.055684999999999991 0.11843500000000001 0.14331000000000002 0.077685000000000018 -0.008624999999999999 0.090240000000000015 0.096585000000000018 -0.0074049999999999993 -0.091024999999999981 -0.017269999999999997 -0.17307499999999998 0.088345000000000021 0.16699000000000003 -0.051479999999999991 0.11588000000000002 0.028705000000000001 -0.083489999999999995 0.0016850000000000001 -0.087359999999999979 0.096300000000000011 -0.24167999999999998 0.14093000000000003 -0.069494999999999987 -0.5172699999999999 0.086870000000000017 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 5 14 -2 9 -1 11 -4 13 12 -6 16 15 -3 19 -18 -10 22 21 -16 23 24 -5 -24 -25 -22 -29 -30
right_child=2 4 6 10 8 -7 -8 -9 18 -11 -12 -13 -14 -15 20 -17 17 -19 -20 -21 27 -23 25 26 -26 -27 -28 28 29 -31
leaf_value=0.00039948589371371137 0.0013926582202269497 -0.0016554462796122807 0.0015209878458663727 -0.0010232386577132397 0.00045609208323596484 -0.0011872369438675444 -0.00052623440284801134 -0.001896549158777008 0.00032181788148290171 -0.0012300034739264236 -0.0018515212027779317 -0.0016340370364200788 -0.0015851277069730049 0.0011035410111400283 -0.0019318108716153202 0.001551254544400167 -0.00049267282630883189 0.0019731918393095706 -0.0016243835749930619 0.00119831936037588 0.00077343928706879821 0.0026333191896629445 -0.0014034513055578572 -5.82808617647501e-05 0.0012327331453405538 0.0012421100072302271 -0.0018495574990763323 -0.0016749569210977101 0.00069455197899057465 -0.0020106970587018742
leaf_weight=7.7755165263079089 5.8183466661721459 1.0825961562804871 6.832858295645563 1.025590564124286 2.825425561517477 1.2608996052294967 1.6112777926027773 0.8990216483362018 7.3230216861702484 0.55240289494395245 1.6629114127717901 3.6694558388553578 1.4609075402840979 1.8114560786634708 0.6318192952312589 1.0893506761640308 1.1046227933838966 1.0944825224578369 0.96454023895785201 0.89015178196132261 0.48850770387799158 0.52339539350941777 5.5095140570774683 1.281845888122916 3.2037753481417948 0.52706982195377339 3.0235968064516783 16.16965994425118 1.6894396743737163 1.7723799357190717
leaf_count=157 262 51 242 17 35 24 19 72 145 11 91 149 31 76 41 31 20 30 31 14 32 13 230 17 64 12 58 1717 58 160
internal_value=0 -0.000700353 0.000194266 -5.80036e-05 -0.000888721 0.000933148 0.000985415 0.000161527 -0.000383739 0.00131522 -0.000389993 -0.000882766 -0.000239615 -0.000265179 -0.00123855 -4.71096e-05 -0.000405569 0.000734574 9.5311e-05 -0.000567732 -0.00136019 0.000136522 -0.000675619 -0.000324207 0.000685676 -0.00117246 -0.00131625 -0.00144612 -0.00150135 -0.000690479
internal_weight=0 48.365 37.2108 28.2143 39.6905 7.07925 8.99654 8.67454 16.2434 7.38526 21.135 7.95579 4.28633 19.4721 23.4471 2.17195 17.6606 2.19911 8.28756 15.4615 21.2752 1.15521 14.5714 8.53481 4.22937 6.03658 4.30544 20.12 19.6315 3.46182
internal_count=3910 2723 1187 915 2494 286 272 229 391 253 629 215 66 538 2103 82 462 50 176 412 2021 54 398 156 81 242 75 1967 1935 218
is_linear=0
shrinkage=0.00185503


Tree=236
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 1348 4 39 16 457 160 16 128 484 15 457 151 12 1 51 133 51 484 159 2 160 403 15 43
split_gain=7.83841 2.71677 2.66275 2.7037 2.24757 2.12516 1.79301 1.74033 1.65639 2.38263 1.81467 1.68677 1.32873 1.31474 1.31027 1.38654 1.22991 1.17644 1.55221 1.25242 1.08594 0.961852 0.912961 1.20494 0.855614 1.1166 0.803782 0.91973 1.00436 1.39388
threshold=0.094485000000000013 -0.071274999999999991 -0.115685 -0.032959999999999996 0.16699000000000003 0.34489500000000001 0.094400000000000012 0.51224500000000017 0.15608500000000003 0.050115000000000007 0.081330000000000013 -1.0000000180025095e-35 0.67964000000000013 0.089290000000000022 -1.0000000180025095e-35 0.079360000000000014 -0.079274999999999984 -0.0008699999999999999 0.092720000000000011 0.11561500000000001 0.092720000000000011 0.032270000000000007 -0.097124999999999989 0.085815000000000016 0.084135000000000001 0.091525000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -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 5 14 26 6 13 7 8 9 10 11 -3 -11 16 -1 21 -2 -13 -19 -20 22 -16 -5 24 25 -24 -4 -28 -29 -30
right_child=1 4 3 20 -6 -7 -8 -9 -10 12 -12 17 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.001499470560148856 -0.00042127102036436918 -0.0011331443257809781 -0.0014572376406910845 -0.0012009456244378072 0.0011140108239619919 -0.001591808642954164 0.0017288780073926343 0.0013377471806824996 0.001373537008970803 -0.0011773225091589094 0.00090660131228208901 -0.00094626757020378977 0.0009435434646344129 -0.001011176173922624 0.00081865762213032998 -0.00089623226882895677 0.0014175641555224416 0.00079093884641267295 -0.0010338860150156471 0.00049855554897172737 -0.0015291256421964446 -0.00049892590999286481 -0.0005495993709828149 0.00092408906117322416 -0.0012808069971866837 0.00038640064936909752 -0.0013681497537919353 -0.0010644147576935616 0.0005229848613753056 -0.00077836314901132749
leaf_weight=0.97027791943400998 0.83492188714444449 3.498961849138154 6.7311500627547529 1.6615368821658201 3.5071435226127496 0.65792959555983621 1.0649607107043255 1.4996745493262995 1.2358298487961281 7.0940734120085827 3.3673072736710301 2.1732330294326063 0.66648110933601845 0.57723467238247472 5.5125533025711757 1.714961079880595 7.3919368041679228 4.8439115174114598 2.580467764288187 1.9170914543792603 1.3650179766118515 1.4415145078673957 5.5816620513796789 2.1146748643368491 1.4628181145526458 4.9684720523655415 5.9040190009400311 7.6939918128773517 2.6038317726925015 4.8771204329095781
leaf_count=48 16 86 680 80 98 8 17 53 22 270 53 54 12 8 82 71 311 71 77 31 38 28 93 23 39 64 645 445 74 313
internal_value=0 0.000218477 -0.000601768 -0.000748604 2.62874e-05 0.000897888 -0.000101119 -0.000168608 -0.000251123 -0.000327928 -4.62097e-05 -0.000259909 -0.000995181 0.00108394 8.3178e-05 0.000260315 0.00123095 5.44043e-06 0.000226849 -0.00038068 -0.000300218 0.000545535 -0.000193976 -7.55468e-05 -0.000251516 -0.0001088 -0.00102518 -0.000887216 -0.000700102 -0.000325414
internal_weight=0 42.9112 54.6036 44.9643 33.4491 9.46202 29.942 28.877 27.3774 26.1415 18.381 15.0137 7.76055 8.80409 9.63931 8.66903 8.22686 11.5147 9.34147 4.49756 17.1542 6.95407 15.7892 14.1276 12.013 10.5501 27.8101 21.079 15.1749 7.48095
internal_count=3910 1187 2723 2494 844 343 746 729 676 654 372 319 282 335 229 181 327 233 179 108 337 110 299 219 196 157 2157 1477 832 387
is_linear=0
shrinkage=0.00143612


Tree=237
num_leaves=31
num_cat=0
split_feature=1 12 13 1 38 3 3 48 4 47 14 4 147 15 14 151 15 52 14 49 2 4 15 47 48 160 15 132 160 43
split_gain=5.78821 2.62562 2.45534 2.34361 2.05134 1.96262 2.3036 1.52683 2.33432 2.15427 1.40089 1.32947 1.47482 1.29284 1.27661 1.22029 1.42139 1.08798 1.02186 1.03823 1.00774 1.22426 1.85477 0.944105 2.64978 0.880652 0.843681 0.944429 0.810453 1.038
threshold=0.094485000000000013 0.090840000000000018 -1.0000000180025095e-35 0.13026000000000001 0.13790500000000003 -0.115685 -0.055684999999999991 0.12675000000000003 -0.16401499999999997 0.093315000000000023 0.082845000000000016 0.5092350000000001 0.074865000000000015 -0.008624999999999999 0.077685000000000018 -0.0074049999999999993 -0.090344999999999995 0.11588000000000002 -0.46637499999999993 -0.065249999999999989 -0.0098549999999999974 -0.49837999999999999 0.041585000000000004 0.096300000000000011 0.086870000000000017 -0.24397499999999997 -1.0000000180025095e-35 0.080815000000000012 -1.0000000180025095e-35 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 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 11 10 14 28 8 -4 18 23 12 -3 15 26 16 -8 20 -10 -20 -15 -22 -23 25 -25 -2 -1 -28 -7 -30
right_child=1 3 7 -5 -6 6 13 -9 9 -11 -12 -13 -14 17 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0010755590499330189 -0.00068433032531967878 -0.0011660299889971772 -0.0016759491277656201 0.00084305387689568223 -0.0017839491657056158 -0.0015712518895354109 0.0003363533164716358 -0.00095915481351203436 -0.00068411695503114728 -0.00074929211345761085 -0.0014323399344232841 0.0011583055851673437 0.001164376408659461 -0.0013774928821400528 -0.0015928772070066134 -0.0013828792284200362 -0.0015840832201593651 -0.0013685668242579981 0.00015350895145614611 0.0014675981015805017 -0.00082402024963756861 0.0014758179816416097 -0.00032718278584490697 -0.0012973118340341659 0.0016532465572859875 0.0015571080034038449 -0.00038674581333209175 0.0011334182824635404 -0.00051385730148354152 -0.0012504332910356552
leaf_weight=2.1369231892749667 0.4439776567742183 7.943515633232888 1.3318777591921378 2.6714704222977153 0.63725567609071809 5.9272019308991757 3.2264427822083235 3.1422463078051797 0.87348025385290107 2.5101407114416361 0.5150514170527466 0.76391048729419786 0.7106935242190956 0.80463230609893699 1.0279193222522733 4.0891045760363358 1.298300386406481 1.1118772691115726 2.0209256848320347 5.0610661879181924 1.4452744508162121 3.5082636484876284 2.2492186552844942 1.2463778685778373 1.7685837568715213 8.1566182095557433 4.6006995439529401 1.2480050390586255 8.4861752502620238 10.024507142137734
leaf_count=48 20 324 49 76 6 664 38 48 16 32 6 19 17 20 72 149 28 31 35 113 42 38 45 17 46 363 84 25 469 970
internal_value=0 0.000164456 0.000427417 -0.000438214 0.000926491 -0.000623587 -0.000763896 8.96266e-07 0.000256605 0.000502546 0.00106888 -0.000801648 -0.000974654 -0.000338658 3.2867e-05 -0.000769241 -0.000214684 6.80607e-05 0.00089753 0.00109261 0.000267546 0.000451316 0.000771458 0.00117979 0.000433493 0.0014414 0.000242135 -6.2371e-05 -0.00107247 -0.000912752
internal_weight=0 39.7972 27.7076 12.0896 12.7679 51.1845 42.171 14.9397 11.7975 10.4656 12.1306 9.41812 8.65421 17.7331 9.01355 8.61385 4.52474 9.11927 7.95547 7.08199 8.00739 7.20276 5.75748 11.6156 3.01496 8.6006 7.98563 5.8487 24.4379 18.5107
internal_count=3910 1187 751 436 458 2723 2494 293 245 196 452 360 341 391 229 215 66 176 164 148 145 125 83 446 63 383 157 109 2103 1439
is_linear=0
shrinkage=0.00154987


Tree=238
num_leaves=31
num_cat=0
split_feature=1 47 12 52 3 52 4 15 480 159 447 49 4 160 12 4 159 50 133 4 0 15 52 457 12 9 4 15 48 2
split_gain=6.9142 2.71962 2.52006 2.15617 1.99293 1.93901 1.65435 1.55415 1.39165 1.222 1.1703 1.09262 1.10178 1.01518 0.957147 0.974813 0.954996 1.93548 1.03239 1.25047 1.14243 0.950534 0.925109 0.983579 0.999196 1.06187 1.11891 1.44897 1.25943 1.18451
threshold=0.10113500000000002 0.087850000000000025 0.083325000000000024 -0.24456499999999998 0.10666500000000002 0.12539500000000003 0.39574000000000004 0.083185000000000023 0.086640000000000009 -0.094429999999999986 0.085135000000000016 -0.080034999999999981 0.0037100000000000002 0.084100000000000022 -1.0000000180025095e-35 -0.065054999999999988 -1.0000000180025095e-35 0.08920500000000002 -1.0000000180025095e-35 0.08734500000000002 -0.19631499999999999 -1.0000000180025095e-35 0.17829500000000004 -0.066264999999999991 -0.12394999999999999 0.084755000000000011 -0.48072499999999996 -1.0000000180025095e-35 0.083775000000000002 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 3 7 21 6 8 11 10 14 -7 22 12 13 -4 -5 -16 -3 18 -18 -20 -21 -2 23 -1 -25 26 -26 28 -28 -30
right_child=1 16 4 5 -6 9 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0015904442948409905 0.0010298159370731818 -0.0015582009926100782 -0.00077158840724930755 0.0019305001216948481 0.00052022005953639659 0.00090472393572515943 0.0017872763307438095 -0.0019613640915014524 -0.0013183153725470033 -0.0012147849137394723 0.0018078434669043172 -0.0013467020120780187 -0.001972121913112199 0.0013241136094903391 -0.00037036218967539063 0.0011806826137247292 -0.0018920219260169294 0.0018126981744376255 -0.0014049236523589399 -0.001066306363066333 0.00084062015678965161 -0.0017920693225831825 -0.0019906458122627754 -0.0017626057674925749 -0.0010704763135123804 -0.0017304969913746447 -0.0011541759306860665 0.0011507704030528506 -0.00046104209705147856 0.0010597505236066645
leaf_weight=1.5041255955584407 0.56139336712658439 2.0223770486190906 1.7320602047257119 5.1228256151080211 2.6928791701793662 1.6536440560594203 0.65626692026853461 1.7310532308183599 0.7677639052271833 2.2418337669223538 1.0474813301116217 28.179389658849686 1.0822953432798383 1.5168519355356691 1.6528587518259961 9.9603346511721558 1.5123446565121392 1.4996954072266806 2.1414138674736023 1.548640394583342 3.7865767497569345 1.6305826851166774 0.9815144632011642 1.0881440658122397 2.149935727007704 1.0658251401036967 2.663485174998657 5.3892460921778982 3.3547530891373754 3.8458288423717022
leaf_count=22 6 57 57 273 23 39 11 75 12 38 21 2239 38 11 29 253 22 33 66 25 46 88 34 29 64 28 79 75 64 53
internal_value=0 0.000323612 -0.000710149 0.000697465 -0.00102727 0.000878444 -0.00115292 -0.000251995 0.00114406 -0.000315046 -0.000123845 -0.00121227 -0.000337636 0.000206853 0.00125702 0.000959929 -0.000381338 -0.000154421 -0.000482609 -0.000197519 0.000287101 -0.00106935 -0.00021564 -0.00013292 -2.0823e-05 8.17977e-05 0.000192788 0.000370843 -5.52707e-05 0.000351213
internal_weight=0 36.1023 60.6811 23.5912 35.8597 21.3993 33.1669 24.8214 17.5038 3.89548 23.0903 32.5106 4.33121 3.24891 16.736 11.6132 12.511 10.4887 8.98898 7.47663 5.33522 2.19198 22.0429 21.0613 19.5572 18.4691 17.4032 15.2533 9.86407 7.20058
internal_count=3910 987 2923 738 2379 644 2356 544 567 77 469 2345 106 68 555 282 249 192 159 137 71 94 448 414 392 363 335 271 196 117
is_linear=0
shrinkage=0.00187044


Tree=239
num_leaves=31
num_cat=0
split_feature=1 484 4 150 3 3 403 15 52 3 2 12 43 48 1374 150 2 9 16 39 49 43 2 13 16 13 39 124 11 47
split_gain=1.44479 1.11991 1.01905 1.25075 0.991408 0.938069 0.924547 0.911031 0.867518 0.976314 1.2434 1.17413 1.39541 0.860268 0.828594 0.821892 0.8161 0.833881 0.799919 0.775313 0.700115 0.69287 0.788649 0.826674 0.659242 0.573905 1.1555 0.697821 0.708746 0.607412
threshold=0.094485000000000013 -0.0043499999999999988 0.51224500000000017 0.077110000000000012 -0.115685 0.084925000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086950000000000013 -0.089974999999999986 -0.013084999999999998 0.088590000000000016 -0.14839499999999997 0.086870000000000017 0.09309000000000002 0.14331000000000002 0.14073000000000005 -1.0000000180025095e-35 0.0015250000000000001 0.091635000000000008 -0.082494999999999985 0.098320000000000005 0.11085000000000002 0.14810000000000004 -0.50763499999999995 -0.080649999999999986 0.16168500000000002 -0.087264999999999981 0.08765000000000002 0.13469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 21 6 -6 13 9 -9 -11 -12 -13 24 15 -5 17 -2 -15 -10 -7 22 23 -3 -8 27 29 -19 -29 -27
right_child=2 4 -4 14 5 20 7 8 19 10 11 12 -14 18 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0035616855474228958 0.0034882408911053107 0.001401880422813502 0.0035026200602182511 0.0028901489671351666 -0.0034913304222454313 -0.0027438167631507779 0.0014690221390928947 -0.0030581157028779903 -0.0032200513809160342 -0.0039072254215915389 0.0033343117058099985 0.0039315300974773447 -0.0039537943782971471 -0.0029887576813644886 -0.0031595411736181963 -0.00073671995538736031 0.0020503035433340395 -0.0031834222129000726 0.0021841843104086411 0.0039365381616101678 0.00066021997408904454 -0.0028238657006491152 0.0044299655883820082 -0.0028672500853035442 -0.0038234918152794525 -0.0012481953990855473 0.0046429698048800405 0.0017254359947964364 -0.0026259545319949999 -0.0041557287130816606
leaf_weight=2.1829891492379856 0.67876165639609709 3.1210990103427387 1.3817115563433606 4.1658188705332568 2.9676319063874095 1.0442226883023975 0.38085851306096596 0.95511444681324054 1.8835971155203881 0.61427075602114189 2.8116399920545305 0.52854366507381167 0.86263628164306294 0.78065208974294342 0.47734817210584868 1.1683732820674775 1.8127319863997389 0.70423339493572701 0.99038286856375635 0.25046445429325093 5.6921612792648366 0.70276660565286864 0.91621181182563294 0.8408520973753183 3.5230954486178239 9.1015035533346147 0.4545055106282242 3.109468768117956 0.66322739608585823 1.1860271943733103
leaf_count=485 36 109 167 232 746 21 14 58 258 36 86 4 91 85 12 17 85 13 42 4 108 21 12 41 502 461 6 104 19 35
internal_value=0 -0.000922522 0.000313107 0.000125751 -0.000722937 -0.00106965 -0.00155902 -0.0011368 -0.000298254 0.000471438 0.00117126 0.00191352 -0.000957965 -0.00230503 0.00166408 0.00209574 -0.000379039 -0.000656044 -9.59898e-05 -0.00238012 0.000132552 0.000723668 0.00123474 0.000495835 -0.00330717 -0.000840878 -0.00131996 0.000308629 0.000960476 -0.0015834
internal_weight=0 31.0492 24.9037 23.522 28.8662 23.2853 16.5489 13.5813 7.90627 5.77221 4.81709 4.20282 1.39118 5.67499 5.81154 5.33419 17.7105 15.8977 1.77103 2.13406 6.73638 5.58093 4.87816 3.96195 3.90395 15.219 10.742 4.47693 3.7727 10.2875
internal_count=3910 2723 1187 1020 2238 2055 1926 1180 537 275 217 181 95 643 261 249 759 674 127 262 129 183 162 150 516 638 502 136 123 496
is_linear=0
shrinkage=0.00382148


Tree=240
num_leaves=31
num_cat=0
split_feature=4 12 151 43 52 13 49 160 50 11 52 43 47 43 0 1348 42 128 52 52 12 156 3 38 52 0 4 4 4 16
split_gain=5.90467 4.19975 2.42738 1.93083 1.97225 1.80603 2.44913 1.86669 1.66237 1.42458 1.47882 1.28481 1.18955 1.08872 1.68499 1.36786 1.33197 1.18575 1.14354 2.24039 1.15198 1.07479 1.10616 1.81375 1.04699 1.11042 1.02201 1.00015 3.62656 0.991678
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.049504999999999987 -0.016329999999999997 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 0.14390500000000003 0.077165000000000025 0.11588000000000002 -0.0088849999999999988 0.096475000000000019 -0.074254999999999988 -0.070894999999999986 0.084895000000000012 -1.0000000180025095e-35 0.11581500000000002 -0.42985499999999993 -0.088779999999999984 0.095450000000000021 0.096585000000000018 0.30601500000000009 0.10332500000000001 -0.010284999999999997 -0.14534499999999997 0.0045450000000000013 -0.084009999999999987 -0.08422499999999998 -0.069894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 -7 12 10 -3 -5 -4 14 17 -15 -16 27 -18 -20 -21 22 24 -24 -13 29 -9 28 -8 -26
right_child=2 5 8 11 -6 6 13 26 -10 -11 -12 21 -14 15 16 -17 18 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013938297377711953 -0.0017672146550934383 0.00033176008163374768 0.0015656919068634638 -0.0018543467471972969 -0.00026107179913968241 -0.0019759670826689194 -0.001506237653030734 0.0012853837772642553 -0.0020378420177476499 -0.0019311189304428503 -0.0020155395318752927 -0.0007000529830872139 0.00013022144331555516 -0.0017622401767585108 -0.0020065581734697276 0.0015232598102940327 -0.0018967897564129805 0.0021594353696461695 0.002704819282799276 0.0010425781544981672 -0.0016151291883243597 -0.0015557294417277948 0.0019559668150048348 -0.0014332694643565853 0.00018250736810827942 -0.00044242191655476218 -0.00082315920703758929 -0.001781847226881962 0.0042077227636354185 0.0019961705976873313
leaf_weight=5.5396878020837903 1.1497491132467974 8.0228300308808667 8.6285440297797269 1.7731317649595464 4.5855024531483632 1.1719899955205617 2.0992535841651265 2.8961977916769674 0.56938027404248792 1.4550477843731631 1.0583957601338614 9.068911548703916 2.6223963312804708 14.240806266665459 1.0219830507412551 0.45558343082666475 0.65802829107269634 0.32245710119605142 1.328779208473861 1.0882521104067562 1.1888922750949857 1.8836458614096034 1.9906454524025314 0.76012928411364544 2.8267833748832345 4.6787108667194843 1.106908621266484 8.4545910037122649 0.47441670298576433 1.6712394813075659
leaf_count=164 20 155 357 44 82 41 148 50 9 65 50 155 40 1330 54 10 47 6 13 9 52 64 64 9 35 88 19 708 2 20
internal_value=0 -0.000533699 0.000821813 -4.18863e-05 0.000644357 -0.00089728 -0.00109374 9.57953e-05 0.00107364 -0.000216533 5.81878e-05 -0.00032373 0.00123111 -0.00129021 -0.000963208 -0.00166039 -9.27611e-05 -0.00136857 0.000365937 0.000778852 -0.000345005 -0.000205112 -8.39442e-05 0.00101941 -0.00025029 0.000194189 0.000702345 -0.00147172 -0.000452957 0.000856374
internal_weight=0 81.8228 12.9701 34.7784 10.1252 47.0444 36.5081 5.1751 11.8203 10.5363 9.08123 24.6532 11.2509 31.333 16.6367 14.6964 5.28593 11.3507 4.26395 3.60592 2.27714 22.8801 20.9964 2.75077 18.2456 9.17673 4.00311 11.0283 2.57367 4.49802
internal_count=3910 3484 426 725 246 2759 2489 110 406 270 205 479 397 2379 1039 1340 175 864 121 74 61 435 371 73 298 143 69 858 150 55
is_linear=0
shrinkage=0.00186649


Tree=241
num_leaves=31
num_cat=0
split_feature=1 12 13 1 3 3 38 4 47 48 4 14 14 15 151 15 2 4 15 0 132 133 160 43 43 15 42 132 130 130
split_gain=5.97522 2.43699 2.73845 2.3519 2.28893 2.3566 2.20079 1.65051 2.59882 1.59034 1.57664 1.44343 1.26193 1.07039 1.32274 1.49168 0.951878 1.08769 1.53875 1.18583 0.945169 1.4694 0.878399 1.05069 1.44301 1.64547 1.82986 1.29707 1.15427 1.76269
threshold=0.094485000000000013 0.090840000000000018 -1.0000000180025095e-35 0.13026000000000001 -0.115685 -0.055684999999999991 0.13790500000000003 -0.16401499999999997 0.093315000000000023 0.12862000000000004 0.22584000000000001 0.056865000000000006 0.077685000000000018 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 -0.013084999999999998 -0.49837999999999999 0.079360000000000014 -0.11524 0.080815000000000012 0.0068000000000000014 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.08401500000000002 0.12562500000000001 -0.083489999999999995 -0.088449999999999987
decision_type=2 2 2 2 2 2 2 2 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 6 10 12 22 11 -4 9 -9 -3 -2 20 14 15 -7 -15 -18 -19 -20 21 -1 -6 24 25 -24 27 -27 29 -25
right_child=1 3 7 -5 5 13 -8 8 -10 -11 -12 -13 -14 16 -16 -17 17 18 19 -21 -22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.00042394086611897535 0.0013610896416562217 -0.0014710064823946394 -0.0012875068105020636 0.00098238852785391515 -0.0017481656469274303 0.00051987234049496859 -0.0019998513128157121 0.00099284633953492375 -0.00098219992793036059 -0.0012101375676125757 -9.5081697020748648e-05 -0.0014728505482055152 -0.0017640949175780879 -0.0018022088742061352 -0.0015260535084196329 -0.0015073086657121104 -0.0010396648685730963 0.0010889075091267283 -0.0018912324998554674 0.00073066157371000839 0.0013236776239263495 -0.0015456751875458123 -0.001419734769769044 -0.0017904706351217592 0.001930626327783006 -0.0017570123670121395 0.0014299431858839321 0.0022909155230106757 -0.0015598894996538511 0.002775726998789362
leaf_weight=4.9857711754739249 11.699779246933753 5.2370873969048244 2.5187451131641874 2.751118670217692 6.2139421137981143 3.1214307472109795 0.66105227172374803 8.1259473031386715 3.7025432046502837 1.1081953272223461 4.7049684710800648 0.56048398558050472 0.98011185461655337 0.75609725713729758 4.0057995547540504 1.6519065434113143 1.6371730836108316 4.5729210264980784 1.1329866284504522 0.93866842053830746 2.0493706678971648 1.4565037502907214 4.7047250331379455 0.52885193377733231 0.6408785530366029 1.4431894449517133 1.6889045634306965 0.28152578743174661 9.4145827703177876 0.47988571971655136
leaf_count=76 445 294 63 76 664 35 6 164 56 10 66 7 72 19 149 31 49 51 28 29 33 48 284 42 12 134 34 5 925 3
internal_value=0 0.000199067 0.000480116 -0.000429245 -0.000678706 -0.000847047 0.00106622 -9.8859e-06 0.000238864 0.000728465 -0.000819865 0.00123153 8.93273e-05 -0.000366078 -0.000795095 -0.000181673 5.0658e-05 0.000219819 0.000530146 -0.00070325 0.000303251 -2.13604e-05 -0.00118447 -0.00100187 -0.000561451 -0.000758181 0.000153587 -0.00109627 -0.00137198 0.000381802
internal_weight=0 41.0699 28.3767 12.6932 52.6852 43.2135 12.9213 15.4554 12.9367 9.23414 9.94206 12.2603 9.47176 17.817 8.77914 4.77334 9.03785 8.28175 6.64458 2.07166 8.49165 6.44227 25.3965 19.1825 8.75922 8.11834 3.41362 1.72472 10.4233 1.00874
internal_count=3910 1187 751 436 2723 2494 458 293 230 174 360 452 229 391 215 66 176 157 108 57 157 124 2103 1439 469 457 173 139 970 45
is_linear=0
shrinkage=0.0017251


Tree=242
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 51 4 47 1348 14 39 14 457 12 16 49 151 9 49 51 16 15 12 2 42 3 16 0 122
split_gain=8.60243 3.49643 2.93456 2.79989 3.36101 2.33781 2.49148 2.25292 2.40595 1.89154 1.50082 1.4381 1.39392 1.86484 1.26155 2.18217 1.14767 1.11069 1.0197 1.20039 1.50837 0.98277 1.10995 1.05984 0.975116 0.947847 1.127 0.922578 0.921904 0.845495
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16699000000000003 -0.115685 -0.032959999999999996 0.34489500000000001 -0.40274499999999996 0.22584000000000001 0.11939500000000002 0.094400000000000012 0.077685000000000018 0.14706500000000003 -0.46879999999999994 -0.070739999999999983 0.090585000000000013 0.025915000000000004 -0.088329999999999978 -0.21628999999999995 0.084755000000000011 1.0000000180025095e-35 0.08955500000000001 0.15100500000000003 -0.0058549999999999991 0.095175000000000023 0.089910000000000004 0.089925000000000019 -0.15464999999999998 0.63868000000000003 -0.060094999999999989 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 7 10 -5 6 -2 9 12 11 25 14 -9 -14 15 -3 -6 -15 19 20 21 22 24 -23 -18 26 -1 -16 -28 -8
right_child=1 2 -4 4 16 -7 29 8 -10 -11 -12 -13 13 17 27 -17 18 -19 -20 -21 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0012646974998663432 -0.0017849347522523255 0.00021927755716880855 0.0014643898609519102 -0.0011849254736346973 -0.0017681172321175821 -0.0018264823473209308 0.0013871188112593075 -0.00081685151675626251 -0.001624644708559424 0.0019291193612023664 -0.0016539646486096056 0.0016938858386175287 -0.0012462722204092079 -0.00081343006943155867 -0.0015096776688906942 -0.0014852220395608323 -0.00075207352676300032 0.0011949661919913527 -0.0016971815500479873 -0.0010985258998199357 -0.0013888786253633309 -0.0013638287217050272 0.0011807330901643556 0.00052973077635837175 0.00087998620768768847 -0.00077931212720022637 -0.001038491438747984 0.00093537067149064047 0.00055266224104888191 -0.00024692856568919724
leaf_weight=3.1624641409143797 0.74302993342280288 5.270521769300105 2.9752681953832498 31.567165393382311 1.2969006858766103 0.76361114531755525 10.951157076284284 1.6970550455152977 1.5237388145178545 0.72799491137266237 1.1806643623858679 0.61171066388487894 1.0683277510106535 0.78940689563750943 6.294079258106648 3.1184082655236125 2.1072916639968766 7.9694690993055728 1.0926551856100548 2.530191001482307 1.5237187286838878 1.6020832117646926 4.3054379709064969 1.4863428547978399 1.7462448198348282 1.7673493940383194 1.4782246937975272 0.43004897609353054 2.6572531778365378 0.89335735887289125
leaf_count=45 10 74 80 2152 25 8 372 20 26 8 72 17 13 12 304 72 32 158 25 82 32 47 57 10 24 30 52 9 30 12
internal_value=0 0.000221676 -6.43605e-05 -0.000709318 -0.000869101 0.000917447 0.0010839 -0.000218541 0.000282642 -0.000616008 5.88434e-05 -0.000733838 0.000534824 0.000768244 -0.000832101 -0.000414334 -0.00030555 0.00101396 -0.000189849 -8.22113e-05 0.000119139 0.000323435 0.000617162 -0.00045253 -1.24994e-05 0.00028192 0.000538919 -0.0013533 -1.60949e-05 0.00126387
internal_weight=0 45.8272 32.476 59.504 49.258 13.3512 12.5875 29.5008 13.048 16.4528 10.246 15.7248 11.5243 9.8272 15.1131 8.38893 17.6909 8.75888 16.394 15.3013 12.7711 11.2474 8.15897 3.08843 3.85354 9.06529 7.29794 6.72413 4.13548 11.8445
internal_count=3910 1195 793 2715 2486 402 394 713 229 484 229 476 203 183 459 146 334 170 309 284 202 170 113 57 56 157 127 313 82 384
is_linear=0
shrinkage=0.00161508


Tree=243
num_leaves=31
num_cat=0
split_feature=4 1348 11 1456 403 480 1213 14 52 151 156 129 1374 1 124 3 49 52 47 49 43 42 1374 9 1444 2 150 1 159 403
split_gain=1.57852 1.21791 1.33084 1.35367 1.2405 1.24887 1.14079 1.05569 1.02746 1.02397 0.995857 0.831907 0.829339 0.842404 0.901404 0.8705 1.08009 1.38028 1.12601 0.875396 0.869528 0.847488 0.861574 0.892866 0.771925 0.726833 0.701405 0.939895 0.80231 0.661941
threshold=0.27020000000000005 0.090260000000000021 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 0.077685000000000018 -0.080899999999999986 -0.27336999999999995 0.10691500000000002 -1.0000000180025095e-35 0.09309000000000002 0.099595000000000017 -0.50873999999999986 -0.115685 0.0052300000000000011 0.11588000000000002 0.09252500000000001 -0.088329999999999978 -0.080224999999999977 -0.09602999999999999 -0.094679999999999986 0.084755000000000011 -0.10662999999999999 0.089910000000000004 0.081245000000000026 0.11774500000000002 -0.11345499999999999 0.088015000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 -6 10 25 -2 11 -8 13 15 -15 -13 17 18 19 20 -17 -21 -23 29 -1 -5 27 -11 -29 -24
right_child=9 -3 -4 4 5 -7 7 -9 -10 26 -12 12 -14 14 -16 16 -18 -19 -20 21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.003466998672819026 -0.0025330785037538353 0.0029656976959607615 -0.0029939011001148277 -0.0020121499069425883 -0.0029470962418012996 -0.0029627801337783291 -0.0030652634712926229 -0.0028244577032572838 -0.0027426239330217519 -0.00015657215568187861 -0.0028074169076052063 0.0012272604060492179 -0.0026573313493263168 -0.0026498423517539119 0.0012312169539012777 0.00067585657003725087 -0.0022220515389407883 -0.0028160562281976335 -0.0031423201410490345 -0.0030934191427035409 -0.0032412439016528136 -0.0017292742219504743 0.0014813026170687855 -0.0025691864387031985 -0.0029118330961322319 0.0018493108407978132 0.002992663459023505 -0.0027014048060489079 0.0026219253950081046 -0.0010799393754899718
leaf_weight=0.17027196008712087 0.68874145951122034 0.83994280896149476 1.7999415663070966 0.74813062604516722 1.119113162276334 1.2924069147557009 0.64655982400290568 1.0611681970767666 3.0326745809288687 3.8938702582381648 0.95647339778952201 4.0842541991732899 0.80266422987915476 0.52993633598089118 9.4273291886784119 0.8944497019983827 2.0673713444266459 1.345316003775223 0.78212201013229865 0.47558500338346021 1.01347367186099 0.99973632348701436 9.7518131113611268 0.53643397428095418 2.4143397482112041 0.90071496437303722 1.4184688818641005 0.2639426197856668 2.3579279533587396 0.92636651196517128
leaf_count=3 20 25 158 58 231 198 42 41 744 119 94 84 38 10 325 33 251 141 55 44 25 30 324 32 355 43 100 7 226 54
internal_value=0 -0.00049071 -0.000551473 -0.000455859 -0.000334607 -0.000164361 -6.77099e-05 2.10578e-05 -0.00174241 0.000853535 0.000106744 0.000188046 0.000250581 0.000321667 0.00102466 1.56859e-05 -0.000247628 -3.57502e-06 0.000242438 0.000423786 -0.00140488 0.000698724 0.000846377 0.00107599 -0.0024916 9.72505e-05 0.00114751 0.000745828 0.00208603 0.00125911
internal_weight=0 48.6186 47.7786 45.9787 43.3941 38.7126 37.4202 36.3011 4.68152 8.62295 35.2399 34.2834 33.6369 32.8342 9.95727 22.8769 18.7927 16.7253 15.38 14.5979 1.90792 12.6899 12.2143 11.2146 2.58461 1.64885 7.93421 6.51574 2.62187 10.6782
internal_count=3910 3438 3413 3255 2897 2052 1854 1623 845 472 1582 1488 1446 1408 335 1073 989 738 597 542 58 484 440 410 358 101 452 352 233 378
is_linear=0
shrinkage=0.00289552


Tree=244
num_leaves=31
num_cat=0
split_feature=1 39 0 3 51 1348 1186 16 150 457 150 2 48 0 0 48 52 4 14 9 150 4 2 133 3 403 122 124 3 16
split_gain=1.43858 1.15886 1.05708 1.03615 1.03127 0.995519 0.916743 0.901335 1.10114 0.996078 1.04905 0.868264 0.839416 0.835978 0.898325 0.787939 0.682036 0.639296 0.867634 0.78841 0.875672 0.63689 0.834778 0.709205 0.627155 0.619538 0.604574 0.759303 0.591057 0.574198
threshold=0.085835000000000009 0.005105000000000001 -0.084074999999999997 0.31335500000000011 -0.40274499999999996 0.094400000000000012 0.084100000000000022 -0.072804999999999981 -0.081029999999999977 -0.0015249999999999997 -1.0000000180025095e-35 0.089910000000000004 0.091555000000000011 -0.083424999999999985 -0.069794999999999982 0.087500000000000008 0.078330000000000025 0.08734500000000002 -0.46879999999999994 -0.016839999999999997 0.15510000000000004 -0.00027999999999999998 0.083385000000000015 -0.0056849999999999991 0.086245000000000016 -1.0000000180025095e-35 0.089350000000000013 -0.087894999999999987 -0.15653499999999998 0.67964000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 16 5 -3 6 7 9 -9 -2 -11 15 13 -4 28 25 21 19 -19 -10 29 22 24 -23 -1 -12 27 -6 -15 -21
right_child=1 4 12 -5 26 -7 -8 8 17 10 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016682077965034351 -0.0020882592441522413 -0.0032534921173912605 0.001982052002923704 0.002437529162056308 -4.6447367863127259e-05 0.0034046832294092619 0.0028722191899799498 0.0022560521911122334 0.0037988883046938967 -0.0032096164325103212 -0.0030835072878329325 0.0015742056976410137 0.0014164935883653987 0.001133426736273614 -0.00038023987343149932 -0.0034328572882681295 -0.0031633243598256232 -0.0019309622823036872 0.002080263206091758 -0.0023415946182596507 0.0035632060949949609 -0.0025485312732159188 -0.0031318231062837446 0.00038942242717157177 0.0035620629285479455 0.00056021890627551538 -0.0012726782336083165 0.0026393507792148822 -0.0030813713389691603 0.0021272390286618454
leaf_weight=0.56865003984421525 1.7708998951129622 0.43138697743415821 1.0024259421043087 1.3558774283155788 1.3066265983507035 0.65738054923713107 0.77181785344146092 0.8137188714463307 0.22573310974986238 0.71134321577846904 0.48077775351702801 4.7965032004285604 2.1651261039078227 0.36036943132057597 6.9946389754768461 0.62181035801768292 2.1697216448374093 0.99019855074584517 1.0187377058900891 7.220806990633708 0.25601725466549385 1.0385491987690332 2.4234337832313031 2.9058071885956469 0.34180164337158203 4.5164606901817113 0.5971483951434492 3.923190194182097 2.2088203547755261 0.2780470922589301
leaf_count=50 48 10 54 122 54 17 26 22 3 21 105 130 82 8 331 16 466 21 31 590 3 104 375 141 3 178 13 295 586 5
internal_value=0 0.000118161 -0.00088836 -0.000160891 0.00129914 -0.000301086 -0.000400629 -0.000507208 -0.00115742 3.7416e-05 0.000375728 0.000620593 -0.00031447 -0.000669161 -0.000947046 -0.000193424 -0.00166169 -0.00143548 0.000103142 -0.00182279 -0.00198643 -0.00121404 -0.0021959 -0.000384141 0.00029534 0.000209661 0.00163619 0.00196833 -0.00249018 -0.0021759
internal_weight=0 32.7445 22.1793 26.4861 6.25835 25.1303 24.4729 23.7011 10.8033 12.8978 11.1269 10.4156 12.7314 10.5663 9.56383 5.61905 9.44796 9.98954 2.00894 7.9806 7.75487 7.27824 3.33389 3.94436 0.910452 4.99724 5.82697 5.22982 2.56919 7.49885
internal_count=3910 1710 2200 1338 372 1216 1199 1173 675 498 450 429 1061 979 925 299 1139 653 52 601 598 673 428 245 53 283 362 349 594 595
is_linear=0
shrinkage=0.00305153


Tree=245
num_leaves=31
num_cat=0
split_feature=4 480 31 2 11 403 1375 159 15 50 50 1 3 15 0 2 151 13 4 403 0 0 4 3 151 151 0 151 0 13
split_gain=1.28893 1.06939 1.05822 0.969254 1.17221 1.0578 1.02286 0.940937 1.04424 0.982094 0.988044 0.930016 1.5413 1.1124 0.942489 0.911535 0.832249 0.827277 1.07614 0.804411 0.768053 0.82786 1.29823 0.864406 0.80537 0.845728 0.748412 0.747234 0.84032 0.948635
threshold=0.27020000000000005 0.08456000000000001 -1.0000000180025095e-35 0.089910000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10276500000000001 -0.11739999999999999 0.10119500000000002 0.10030500000000002 0.079945000000000016 -0.013944999999999997 -0.073314999999999991 0.047345000000000005 0.10362500000000001 -0.27336999999999995 -0.094129999999999978 -0.03614499999999999 0.09389500000000002 -0.066689999999999985 -0.10575999999999998 -0.083329999999999987 -0.089974999999999986 -0.08317999999999999 -0.083919999999999981 -0.16128999999999996 -0.082164999999999988 -0.070894999999999986 -0.098524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -4 -7 8 -8 10 19 14 -13 26 15 27 -2 -15 -19 20 21 -10 23 -23 25 -24 -14 -5 29 -29
right_child=16 -3 3 4 -6 6 7 -9 9 -11 -12 12 13 17 -16 -17 -18 18 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0035117105315505418 -0.0027607188837918311 -0.0033310768943165033 -0.0029762378191275527 -0.0036272771051565162 -0.0033693243448024907 -0.0034574995665690457 -0.0032006491345050719 -0.0034370336355747182 0.00093183228032993608 -0.0033210306526882788 0.004930795436207021 0.003344481549903469 0.00048614086497177452 0.002102040632209565 0.00061372752789596793 -0.0033762559465663543 0.001230567947360546 -0.0033673785629289 2.141243035232449e-05 -0.0032226694554018703 0.0016901118980456997 -0.0017590429854209212 -0.0025124527386123701 0.0032374581331112945 -0.0029746768380184536 0.0047710008100221909 0.0034486018008101781 0.0016695667428302267 0.0023619875131575757 -0.002400786801012177
leaf_weight=0.72164240037090976 0.60464798752218474 1.3868077817605797 2.5425394326448467 0.7279643022920953 1.0655449903570104 1.3462329258909509 1.2039994499646152 1.0815100047038857 3.7206343021243784 0.90411711332853961 0.45600572600960809 2.0781345292925826 2.7030258611775935 0.85571023216470976 4.414414627943188 1.7319480265723539 7.3146240885835132 1.7551055303774763 2.3338154787197718 0.76271999278105873 2.9377112428191952 0.5921143718296662 0.35523877455852926 0.98735431418753916 2.8272741287946763 0.32758828252553662 1.3755477969534684 0.93341413768939951 1.1246789459837612 1.778080849442631
leaf_count=58 20 258 628 57 123 97 93 125 74 152 3 79 38 35 72 274 452 79 32 123 88 43 40 26 319 2 78 20 49 373
internal_value=0 -0.000504522 -0.000414707 -0.000480721 -2.08157e-05 -0.00100561 -0.000719342 -0.000491183 -0.000279838 -2.63083e-05 0.000203421 0.000142765 0.000805908 0.000221249 -0.000544578 -0.00135671 0.000925827 -0.000821375 -0.00143317 3.11106e-05 0.000242359 -0.000240386 -0.00109731 0.00136436 -0.00220501 0.000981805 0.00148527 -0.000590352 -1.40552e-05 -0.000999595
internal_weight=0 45.0309 43.6441 42.9224 22.8774 20.045 17.5025 16.1563 15.0748 13.8708 12.9666 21.8118 11.1013 9.0232 10.7105 6.29609 7.91927 4.94463 4.08892 12.5106 11.7479 8.8102 5.08957 1.57947 3.5101 0.682827 4.07857 4.56414 3.83617 2.71149
internal_count=3910 3438 3180 3122 1309 1813 1185 1088 963 870 718 1186 341 262 845 773 472 146 111 715 592 504 430 69 361 42 116 499 442 393
is_linear=0
shrinkage=0.00326957


Tree=246
num_leaves=31
num_cat=0
split_feature=4 483 1213 403 158 133 52 160 475 1 47 474 129 4 12 4 159 3 448 1375 457 150 484 4 4 42 16 2 13 0
split_gain=1.16891 1.10238 0.992695 0.928099 0.96946 0.976742 1.24549 1.03706 0.847942 0.822645 0.790867 0.732321 0.715805 0.750045 0.884059 0.67798 0.67568 0.673692 0.641813 0.673537 0.779656 1.21818 0.948131 0.724192 1.04599 0.73738 1.06157 0.62669 0.59932 0.69531
threshold=0.51224500000000017 0.085195000000000007 -1.0000000180025095e-35 -0.084084999999999979 0.11034000000000001 -0.26719999999999994 -0.42985499999999993 -0.40446999999999994 -0.086004999999999984 0.11561500000000001 0.10887000000000001 -1.0000000180025095e-35 0.089775000000000008 0.26450500000000005 0.10257000000000001 -0.59419999999999995 0.10519500000000001 0.31335500000000011 -0.085314999999999988 -0.43271999999999994 0.084715000000000013 0.090480000000000019 -0.0043499999999999988 -1.0000000180025095e-35 0.022820000000000003 0.092145000000000019 0.26364000000000004 0.091525000000000009 -1.0000000180025095e-35 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 15 -1 10 11 -9 13 14 16 -8 18 -3 -13 -20 21 22 -21 25 -25 -24 -27 -26 29 -11
right_child=-2 17 3 4 -6 6 7 9 -10 28 -12 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 27 26 -28 -29 -30 -31
leaf_value=0.0039958582683934356 0.0032609382197851498 -0.0030668672491148074 -0.0027641052080605946 -0.0029971226166616185 -0.0036029519111652926 -0.0033379462973964409 0.0046507319183312105 -0.0044483397732969004 -0.0033623435888351263 -0.00086085594177241591 -0.0027554094905426533 -0.0036811015767301393 -0.0025399211062295608 0.0023745307046959905 -0.0024747802169801667 -0.0034710289897836089 -0.003256652207060313 0.0039317378108549902 -0.0021983674036933809 -0.0037982612108027522 0.0025070872846666209 -0.0028570229854142058 0.0017507653203004518 -0.0036497119602836594 -0.00093357632008203172 -0.003855457089426851 0.0029566923959902926 0.0024131821056118099 0.00070395975057990074 0.0039961258603866019
leaf_weight=0.24258128553628955 1.2399745669681568 2.8096762686036523 1.793801589286885 1.4006680785678316 1.0278093684464682 1.358627824578426 0.15886268019676197 0.44670247926843032 2.13378379959613 0.51179921161383424 1.2359941081376735 0.48376405355522933 1.1344394613988686 2.6366988122463217 1.5182874620659266 1.427260253811254 0.66071766614913841 0.20527386013418425 1.0902041536756133 0.60486866405702855 3.1898822030052534 1.3824202488176514 10.636439859168624 1.0272578797302454 1.6042775206733497 0.81285423086956032 0.5227974858134985 1.5111939192283896 3.8475161993410429 2.0597072616219521
leaf_count=4 168 349 435 193 119 290 1 28 576 17 43 18 62 100 63 238 73 8 16 122 87 94 371 59 39 51 5 32 104 145
internal_value=0 -0.000405081 -0.000263274 -0.00013671 -2.52673e-05 6.38478e-05 0.000171402 0.000295231 -0.00261121 0.000422094 0.000166696 0.00029012 0.000363574 0.000482564 0.000283381 -0.00265757 0.000461378 -0.00259036 0.000568811 0.000660668 0.000807058 0.000507485 0.00078567 0.000957728 -0.000386249 0.00142279 -0.00118906 0.000689806 0.00163557 0.00302946
internal_weight=0 49.4762 46.4612 44.0849 42.2911 41.2632 39.8626 38.5039 2.37637 36.9178 30.4988 29.2628 28.8161 27.6817 25.045 1.58612 23.5267 3.01495 22.866 22.3822 21.292 18.1021 16.7197 16.1148 4.14273 11.9721 1.33565 3.11547 6.41902 2.57151
internal_count=3910 3742 3385 2805 2370 2251 2058 1768 580 1529 1263 1220 1192 1130 1030 239 967 357 894 876 860 773 679 557 130 427 56 71 266 162
is_linear=0
shrinkage=0.00372937


Tree=247
num_leaves=31
num_cat=0
split_feature=1 47 15 3 3 1426 48 50 52 52 4 159 43 2 15 4 50 15 151 16 0 150 159 2 133 3 2 160 43 43
split_gain=4.07141 1.87455 2.17893 1.8617 1.78681 1.58287 1.53578 1.48311 1.58653 0.988186 0.983161 0.821921 0.819866 1.17825 1.31101 1.06816 0.809192 0.976862 1.04374 0.871721 0.87023 0.79013 0.950286 1.41226 1.1276 1.03694 0.775071 0.769704 0.921971 1.29123
threshold=0.094485000000000013 0.087850000000000025 0.05377500000000001 -0.115685 -0.055684999999999991 -1.0000000180025095e-35 0.12862000000000004 0.11843500000000001 -0.37613999999999997 0.12539500000000003 0.22584000000000001 -0.039019999999999992 0.098320000000000005 0.11085000000000002 0.079360000000000014 -0.48072499999999996 0.087260000000000018 -0.008624999999999999 -0.0074049999999999993 0.15100500000000003 0.14676000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.075954999999999981 0.12918000000000002 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 27 -2 7 8 -7 -10 26 -11 13 14 15 -1 17 18 -6 -19 -21 -3 -23 24 -24 -26 -4 -5 29 -29
right_child=1 21 10 4 16 6 -8 -9 9 11 -12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012024816940653376 -0.0026745195644451167 -0.0017450246827392791 -0.0015991598095541095 -0.0019034134310632576 -7.3069257187325596e-05 -0.0012070892509165156 -0.0011744504803092787 -0.0011007739256971986 0.0016182311281569004 0.0016127763691892688 0.0011434883968419252 -0.00072767240695257023 -0.0014699997005955423 0.0021956180124458099 -0.0019386263399979945 0.00095184199346439716 -0.0020613307158263896 0.00075843344402701587 -0.0015686998434524383 -0.0016439992175002055 0.00059271292690296672 -0.0014857754139802092 -0.0020826867241416983 0.0010926728101682522 -0.0012665857033296673 0.00072560770546586917 0.00048149304216964201 -0.0007453327426374469 -0.0014506119377888024 0.0022229573031571871
leaf_weight=1.044160311110317 0.4364286216441603 1.3146622963249672 2.5742737534455951 4.3235039443243286 3.753869819454847 0.8748235006351085 1.1207725945860136 1.0123035036958743 11.977336433716117 0.90889355028048191 0.88204101845622052 1.2824426996521641 0.92004541028290976 1.1131127569824455 0.95220993319526304 3.7317719245329495 0.89898624503985125 4.5780195998959217 2.9570428137667486 1.3553404589183631 1.1313502695411441 1.6707885609939683 1.2502332660369555 3.0316233555786312 1.4921996057964837 2.4417763669043806 0.84235467761754979 6.4497570039238781 7.6737225768156376 0.56502916337922116
leaf_count=22 29 28 142 664 63 64 14 26 545 18 13 30 25 12 80 90 49 90 133 47 9 65 28 68 53 42 22 457 970 12
internal_value=0 0.000252843 0.000573139 -0.000632644 -0.000824179 0.000866457 0.000956427 0.00110517 0.00125362 0.00140555 -0.000628679 0.000243068 0.000198678 0.00042309 7.86458e-05 0.000480843 -0.000330612 -0.000217667 -0.000732092 0.000270996 -0.00062638 -0.00037371 -0.000191361 7.18736e-05 -0.00052507 -3.00528e-05 -0.00108618 -0.00120514 -0.00099961 -0.000506242
internal_weight=0 33.113 21.9117 41.4479 33.6866 17.613 17.1766 16.0558 15.0435 14.1687 4.29867 2.19134 7.7613 6.84125 5.72814 4.77593 14.6746 13.7756 6.71091 7.06471 2.48669 11.2013 9.88662 8.21583 5.18421 3.93398 3.41663 19.012 14.6885 7.01479
internal_count=3910 1187 903 2723 2494 726 697 683 657 593 177 48 229 204 192 112 391 342 196 146 56 284 256 191 123 95 164 2103 1439 469
is_linear=0
shrinkage=0.0018828


Tree=248
num_leaves=31
num_cat=0
split_feature=1 0 2 15 47 124 16 16 14 157 48 16 4 128 42 42 4 158 52 51 13 3 3 4 16 123 43 1 43 3
split_gain=1.10272 1.28966 0.940498 1.10451 1.10738 1.13407 1.01957 0.84102 0.794616 0.890899 1.02445 1.01599 0.786795 0.762318 0.751869 1.06823 0.85871 0.850281 0.895762 0.878243 0.768621 0.703325 0.757677 0.698441 0.691961 0.708796 0.662618 0.861278 0.755822 0.730046
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.090505000000000016 0.077065000000000008 -0.073304999999999995 0.081265000000000018 -0.50763499999999995 0.077685000000000018 -0.059294999999999994 0.12862000000000004 0.0015250000000000001 0.22584000000000001 0.086435000000000012 0.091955000000000023 -1.0000000180025095e-35 -0.51381999999999983 0.086290000000000019 0.11588000000000002 -1.0000000180025095e-35 0.41346500000000003 -0.088024999999999978 -0.08095999999999999 0.15045000000000003 -0.089559999999999987 0.091310000000000016 -0.074254999999999988 0.13702500000000004 -0.075819999999999985 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 -1 9 -7 11 13 -5 21 15 24 -17 18 19 -18 23 -11 -23 -16 -3 -26 28 -28 29 -6
right_child=2 14 -4 12 26 6 -8 -9 -10 10 -12 -13 -14 -15 20 16 17 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00057469238413482304 0.002521585170602476 0.0014462647574144199 0.0023979006542516213 -0.0025198094890593456 0.0019855181781647377 0.0023084754280089546 -0.0019806085122631937 -0.0024096980441467085 -0.0028361738325232886 0.0024004006761469535 -0.0032929339573019322 -0.0024619954752696052 0.0012741339057649962 -0.0027027127267400339 -0.0031810270742309581 -0.0033724315183316657 -0.0018377154293572379 -0.0024579149972211397 -0.0019255624681954241 0.0023417942088365153 0.0039131255107002398 -0.0030629947704083321 0.00079275586104442502 0.0016674898534515957 -0.0030362323133668071 0.002073932710203532 -0.0017391350827875658 0.0017827938535086743 0.0032712612711080623 -0.001132753627919899
leaf_weight=0.97982115414924997 2.2709966108668658 0.54782755929045324 1.4534592491108913 2.353127792011946 0.89614356309175569 2.409405098878783 1.5540040652267624 5.1570563536370191 0.58639110636431802 2.349218087736519 0.64059355575591403 0.90071017178706902 0.59770166501402844 0.51269967807456929 1.5877072566654526 0.40099290665239085 0.49031730298884202 0.53264701098669309 0.60351112659554917 4.1403048434294751 0.18516775965690602 0.4744326454820128 7.0199308192822976 0.30958694452419866 1.6680001496570183 0.27581381052732457 4.9945621683727932 0.68898628745228041 0.61484981072135259 2.4297041787067428
leaf_count=44 181 29 140 318 24 108 163 952 48 96 10 33 8 56 282 8 64 31 43 114 1 68 268 11 410 3 214 18 7 158
internal_value=0 -0.000853299 7.5847e-05 -3.20033e-05 0.000147001 0.000565535 0.00029545 -0.00193321 0.000532939 0.000671026 0.000339423 0.000546127 -0.00175133 0.00080775 -0.000236344 0.00014677 0.000805973 0.00109652 0.00145823 0.00189924 -0.00182943 0.000990592 0.000548667 -0.00238988 -0.00148501 -0.00231114 -0.000667014 -0.00131219 0.000263503 -0.000292541
internal_weight=0 16.8788 32.7469 31.2935 28.3426 18.7184 16.4474 6.13688 14.8934 14.307 11.8976 11.257 2.95083 10.3563 10.7419 8.65941 6.16777 5.76678 5.23413 4.63062 2.08246 9.84358 7.49436 1.89729 2.49164 1.94381 9.62425 5.68355 3.9407 3.32585
internal_count=3910 1992 1918 1778 1452 1031 850 996 687 639 531 521 326 488 996 702 260 252 221 178 294 432 336 293 442 413 421 232 189 182
is_linear=0
shrinkage=0.00295293


Tree=249
num_leaves=31
num_cat=0
split_feature=4 12 3 151 50 132 151 31 49 47 1 16 13 52 1348 158 50 50 3 52 43 52 13 52 3 43 12 41 52 15
split_gain=4.98477 3.48929 1.83272 1.591 1.52421 1.47853 1.53959 1.52694 1.18697 1.06333 1.12582 1.2352 1.05319 1.25736 1.18704 1.00028 0.988577 2.66346 1.14479 1.06136 1.54592 1.44451 1.03119 1.14844 1.44526 1.31611 1.24949 0.955576 1.11145 1.17603
threshold=0.27020000000000005 0.080120000000000011 0.097615000000000021 -0.27336999999999995 0.11901000000000002 0.080815000000000012 -0.086769999999999986 -1.0000000180025095e-35 -0.22390499999999999 0.11939500000000002 0.11215000000000001 -0.54165499999999989 -0.089899999999999994 -0.0093349999999999978 0.084620000000000015 1.0000000180025095e-35 0.10119500000000002 0.10030500000000002 -0.097604999999999983 0.086950000000000013 -0.17307499999999998 0.086635000000000004 -0.060719999999999989 0.083750000000000005 -0.078669999999999976 -0.074254999999999988 0.087020000000000014 0.078535000000000008 -0.15154999999999999 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 9 6 -1 -8 -3 10 11 -5 13 -9 -14 16 17 18 27 20 -20 22 23 24 -22 -26 -27 28 -10 -30
right_child=3 2 -4 4 -6 -7 7 12 15 -11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00091570390299687576 -0.0016137078562434865 0.00027053673755385592 0.0004864345233340908 0.0019973937658573373 -0.00096627797319589776 0.0011761429983871623 0.0020489613665773052 0.001514498066738038 -0.0018560425951699782 -0.00091502392619589802 0.0018886099031678091 7.0755136229142112e-05 -0.00068539208985289124 -0.00045782329231788669 0.0012888185166510958 -0.0019249052875114651 -0.001859204178576205 0.0033266972683619464 0.0015595105468568537 -0.0018672938438182433 -0.0014996105488718004 0.0025470088508571312 -0.001867325489794968 0.0014812808955237638 0.0014903194373555413 0.0023201021578672112 -0.0018901161221953503 -0.0019105320623743947 0.00072210985442492976 -0.001112702780535453
leaf_weight=3.7739884564653066 0.90413978323340316 2.4348191674798718 3.152658784762024 1.615166858769953 1.3096960820257653 2.9708256879821411 0.86781184095889941 1.9058251678943632 0.99454886000603426 0.79588837549090463 5.0402031713165343 3.5334234312176669 19.787105796393003 2.4748692405410173 1.0693598669022311 3.85170052666217 3.4651901093311599 0.50524552818387647 0.80962045025081053 4.9838570007123044 5.6163193741813293 0.36487504839897233 4.3187181102111927 0.68918771855533201 1.2577209332957866 0.29317369079217215 1.1793977878987787 1.0883720573037861 4.33072741283104 1.5912004872225223
leaf_count=88 20 46 32 49 19 69 37 59 97 17 290 77 414 49 20 282 353 4 14 595 468 12 435 37 37 5 80 50 76 79
internal_value=0 -0.000494859 -0.000850458 0.000722983 0.000894825 -5.18212e-05 -0.000173916 -0.000331442 -0.000962035 0.00111672 0.00127543 0.000675162 -0.000413295 0.000400237 -0.00058417 -0.00104696 -0.000939563 -0.000825844 -0.000902088 -0.00114052 -0.000891218 -0.00103584 -0.00113373 -0.000783108 -0.000970081 0.000119181 -0.00105191 -0.000320876 -7.07293e-05 0.000229102
internal_weight=0 73.7771 40.9273 13.1985 12.2944 32.8498 29.879 26.105 37.7747 10.9847 10.1888 5.14859 25.2372 4.38069 20.8565 35.3399 31.4882 28.023 27.5177 19.5129 14.529 13.7194 13.3545 9.0358 8.34661 2.73029 1.47257 8.00485 6.91648 5.92193
internal_count=3910 3438 2702 472 452 736 667 579 2670 433 416 126 542 108 434 2624 2342 1989 1985 1683 1088 1074 1062 627 590 122 85 302 252 155
is_linear=0
shrinkage=0.00182513


Tree=250
num_leaves=31
num_cat=0
split_feature=1456 31 2 403 123 4 2 1374 484 1446 1365 156 1 42 42 52 0 1374 11 2 3 2 42 123 1 4 3 14 1374 15
split_gain=1.05638 0.98074 1.02359 0.993191 0.852113 0.81421 1.21854 0.800901 0.717036 0.715594 0.737465 0.712191 0.870743 1.39213 1.26969 0.959285 0.985037 0.930946 0.943931 0.867917 0.826382 0.707503 0.754748 0.669704 0.891588 0.666655 0.744091 0.680989 0.691289 0.638572
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089910000000000004 -1.0000000180025095e-35 0.088610000000000008 -0.49837999999999999 0.11085000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091660000000000005 1.0000000180025095e-35 0.11896500000000002 0.083370000000000014 -1.0000000180025095e-35 0.09901500000000002 0.11588000000000002 0.047345000000000005 0.090240000000000015 0.089965000000000003 0.10488500000000002 0.082730000000000012 0.092745000000000008 0.088235000000000022 0.090655000000000013 0.13026000000000001 -0.040469999999999999 0.13772500000000001 -0.24487499999999998 -0.094679999999999986 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 10 11 12 13 -7 15 16 19 18 20 21 -14 22 -15 24 29 26 -22 -27 -29 -10
right_child=1 2 4 7 -6 9 -8 8 23 -11 -12 -13 17 14 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0024202576470831699 0.0030913074760130005 -0.0028369643226535848 -0.0035336965704832516 -0.0034554168575242159 0.0024671495558724601 -0.003298660402462017 0.0026862562730085135 -0.0031680039355539251 -0.0023276558516385991 -0.0033858833343380916 -0.0024895560770867532 -0.0027092428496556646 0.0027927479132464962 -0.0031998740761394716 -0.0035064801371918301 -0.0023896395823692898 0.0033410135835488311 -0.0024840487685019292 -0.0024003626390650926 -0.0034097720828906537 -0.0034540077756065458 0.0023552755484686481 0.0018354605383474856 -0.0032887758716466041 0.0023828156217843713 -0.0010785855719654361 0.001250528955883381 -0.00013233695660437692 0.0026608664737061256 -4.2845061967179462e-05
leaf_weight=2.2855374147184184 0.96918821497820218 2.2347420311998603 1.3960006943671093 0.934958886355166 1.6418900028802443 1.3511428472120401 0.43955477676354338 0.90536705090199099 1.4661630712216709 0.57252315396908571 0.96084133512340386 0.74146343918982793 3.7290271767415053 0.67031966859940861 0.8164187887450679 0.85448306810576458 1.7400378864258526 0.72718301648274142 0.68262054747901935 0.55032903014216561 0.71031672833487192 1.7872124110581351 0.59762854292057455 0.70203108922578472 1.4598165925126529 0.97841911180875829 0.71702643018215895 1.2891047429293356 3.4767518523149281 11.339922545012074
leaf_count=369 113 633 101 54 133 307 16 200 74 61 38 57 189 39 152 84 26 19 38 50 22 57 36 17 58 36 19 16 130 766
internal_value=0 -0.000151541 -0.000220657 -0.000796497 0.000194235 4.36859e-05 -0.00204422 -0.000525207 -0.000352613 0.000210658 0.000302663 0.000427917 0.000540408 -0.000270481 0.000312651 0.000815555 0.00132791 0.00109158 0.00131605 0.000356364 0.00154878 0.00103476 -0.000826544 -0.000182319 -2.94485e-05 0.000901957 -0.00109068 0.00139709 0.00190534 -0.000304432
internal_weight=0 46.4425 45.4733 19.043 26.4303 24.7884 1.83556 16.8083 15.8733 22.9528 22.3803 21.4195 20.678 8.36757 7.01643 6.20001 5.34553 12.3104 11.5833 3.60549 10.9006 3.05516 1.26795 14.9679 14.2659 7.17162 1.42734 5.74428 4.76586 12.8061
internal_count=3910 3541 3428 1802 1626 1493 117 1169 1115 1376 1315 1277 1220 751 444 292 208 469 450 182 412 132 75 915 898 223 41 182 146 840
is_linear=0
shrinkage=0.00325787


Tree=251
num_leaves=31
num_cat=0
split_feature=15 50 1348 14 484 401 15 13 131 133 403 132 151 49 1 49 150 150 39 42 376 43 4 4 52 133 14 1429 131 16
split_gain=1.01289 1.03898 0.963852 1.09404 1.02133 0.887811 0.891976 0.981242 1.05994 1.1385 0.989554 1.15188 0.944819 0.941217 0.928467 0.751712 0.70356 0.701269 0.680293 0.972035 1.02453 0.793427 0.729441 0.890799 0.820287 0.66815 0.613591 0.523136 0.514048 0.567483
threshold=-0.24219999999999997 0.11843500000000001 0.090050000000000005 0.077685000000000018 -0.0043499999999999988 0.10072000000000002 -0.19153499999999998 -0.091229999999999992 0.092675000000000021 -0.26719999999999994 -0.088854999999999976 0.080815000000000012 -0.082774999999999987 -0.075429999999999983 0.08844500000000001 -0.076864999999999975 -0.099594999999999975 0.094545000000000018 0.16168500000000002 -0.10770999999999999 0.048375000000000008 -0.26007999999999992 -0.23071499999999998 -0.083329999999999987 0.10062000000000001 -1.0000000180025095e-35 -0.072374999999999981 -1.0000000180025095e-35 0.097135000000000013 0.51388000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 17 6 -6 8 9 -8 -9 12 13 -12 15 -11 -15 -2 19 -14 21 -21 26 24 -24 -25 -23 -1 -27 -30
right_child=2 -3 -4 -5 5 -7 7 10 -10 14 11 -13 18 16 -16 -17 -18 -19 -20 20 -22 22 23 25 -26 28 -28 -29 29 -31
leaf_value=-0.002268898918720751 -0.0033038219636810661 -0.0023462486812295155 0.003180593993241893 -0.0035657135025889465 -0.0031047995180753609 -0.0035549425978361315 -0.0037261833683885355 -0.0035723785820736534 -0.0035143284938839742 -0.0026338461715062246 0.0032420885676710987 0.0019971637652080594 -0.0038217928502433263 0.0026529317980601595 0.0033415449122144399 0.001417938236478337 -0.0018371701249883276 0.0013053898311373552 0.0032521536796843659 0.0016565960363584937 0.0031267013538045386 0.0022448007391284081 0.002312094710825688 -0.0035898795916914708 -0.0037591595429116013 -0.0010861748071392648 -0.0035136619818858655 0.0026863900982103529 -0.00096111178591651108 0.0049251754472366622
leaf_weight=0.29278487758711014 2.2811081496765833 0.7536834874190389 0.90924584388267149 1.4162446603877459 1.2422802980290715 0.98963427741546084 0.49995246541220684 1.1566153857857013 0.58823789982125152 0.70278276409953866 1.5841525672003629 2.6340722135500974 1.31213733006735 0.64262090995907817 2.8640932368580252 3.1467444722074935 1.3738781725987852 0.50600741337984789 0.51371529046445985 1.4510033694096005 0.85212938603944977 0.26061275973916087 1.7736957353772678 1.254502948373571 0.33136853668838728 9.3867065383819508 2.1262233125744485 3.070395134156569 0.43312321184203106 0.39098250865936279
leaf_count=3 537 25 48 118 82 173 43 391 15 29 67 150 130 23 128 121 156 21 19 39 47 4 124 285 24 591 173 289 53 2
internal_value=0 0.00141264 -0.000427188 -0.000505827 -0.00039829 -0.000244583 -0.000154881 -5.10066e-05 0.0010576 0.00143042 -0.000365778 -0.00022487 -0.00047197 0.00119888 0.00181443 0.000678231 -0.000406258 -0.00246701 -0.000771486 -0.000877093 -0.000665496 -0.000851123 -0.00107915 -0.000761545 0.00135639 -0.0011504 -0.00288491 0.002255 -0.000850689 0.00183153
internal_weight=0 4.11686 42.6239 41.7146 40.2984 37.5113 36.5216 35.2794 7.80181 7.21357 27.4775 26.3209 23.6869 3.60065 6.71362 3.84953 2.0165 2.78712 20.0862 19.5725 18.2603 17.4082 15.9572 13.5704 2.10506 11.4653 2.38684 3.36318 10.2108 0.824106
internal_count=3910 317 3593 3545 3427 2869 2696 2614 336 321 2278 1887 1737 246 278 150 179 558 1491 1472 1342 1295 1256 1079 148 931 177 292 646 55
is_linear=0
shrinkage=0.00354208


Tree=252
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 51 457 3 39 15 50 14 3 42 160 403 15 43 0 0 16 52 132 13 3 3 16 51 51
split_gain=4.80843 2.42365 2.00681 1.98452 2.0128 1.96328 1.9112 1.51578 1.34583 1.30479 1.31267 1.87844 1.13588 1.0576 1.02987 0.89568 0.880087 1.12115 1.30952 1.24645 1.27438 1.19312 1.01161 0.882336 0.831417 0.817567 1.21038 1.58186 0.816885 0.976961
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16699000000000003 -0.115685 -0.032959999999999996 0.34489500000000001 -0.40274499999999996 0.081330000000000013 0.12046500000000002 0.14706500000000003 -0.16430499999999995 0.11843500000000001 0.077685000000000018 -0.016619999999999996 0.089925000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.082689999999999986 -0.083424999999999985 -0.084304999999999977 -0.15168999999999996 0.084890000000000007 0.093105000000000007 0.17936000000000002 -0.074234999999999982 -0.075954999999999981 -0.069894999999999985 0.092720000000000011 -0.10145999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 7 12 15 6 -2 9 -9 10 11 -3 14 -6 24 -5 -17 23 22 20 21 -20 -19 -18 -1 26 27 -12 29 -15
right_child=1 2 -4 4 13 -7 -8 8 -10 -11 25 -13 -14 28 -16 16 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089563565012646328 -0.0018924717383436787 0.00066381686822112858 0.0015026992609095647 -0.0017606823451402568 0.0013414955913883244 -0.0019343506185621983 0.0012752937183815262 0.0013781786532032533 -0.00083445547009024831 0.0018094455824770395 4.1141004994566214e-05 -0.0018930892970930422 -0.0017776611113672488 -0.0017873999819160691 -0.0009640660609628504 -0.0016156625209328775 -0.0013969433351433036 0.001634258949578212 0.0016023543436693257 -0.0018139291673140608 0.0019652471009591267 -0.0017687721891582683 -0.00072568427140003568 0.0011602224159827914 -0.00080672025678260833 -0.0012152051031424646 0.0016172675626953622 -0.0017789180631156572 -0.001850670878592737 -0.00018207828368832141
leaf_weight=5.2911568442359549 0.61369732208549876 4.652333159931012 2.1753479931503525 5.4332573502324513 1.0604967819526798 0.69916985183954317 9.3427458298392558 2.8604787932708851 1.1716203074902294 0.75726758781820436 3.8530958280898702 1.0682167485356329 0.88001370709389437 1.2669084076769639 1.5520723247900603 4.5521359592676189 6.3012161944061535 1.5549005605280402 0.4424731917679311 1.9808743749745188 0.73041319847106922 1.1233510179445148 0.8491204329766332 0.43622575933113683 1.0375441852957008 7.1303694550879264 0.81230526883155096 2.3091307571157813 1.169664392713458 12.035075414460147
leaf_count=82 10 101 80 680 22 8 384 58 19 30 94 20 72 71 30 641 429 38 5 174 17 116 36 16 45 193 17 181 36 205
internal_value=0 0.000180803 -9.81927e-05 -0.000651711 -0.000819955 0.000882249 0.00108004 -0.000239672 0.000735246 -0.000430656 -0.000516221 0.000186358 9.60273e-05 -0.000334649 0.000305254 -0.00114203 -0.000954987 -0.000730859 -0.000226123 -0.00080327 6.85858e-05 -0.000816154 0.000800707 -0.00123138 0.000616547 -0.000801167 -0.000377878 -0.000640878 -0.000457478 -0.000334972
internal_weight=0 37.4458 26.7902 47.6969 38.9361 10.6556 9.95644 24.6148 4.0321 20.5827 19.8255 5.72055 8.76079 15.5321 7.88077 23.404 17.9707 13.4186 6.68113 4.27711 2.29624 1.56582 2.40402 6.73744 6.3287 14.1049 6.97453 6.16223 14.4716 13.302
internal_count=3910 1195 793 2715 2486 402 394 713 77 636 606 121 229 334 157 2152 1472 831 386 312 138 121 74 445 127 485 292 275 312 276
is_linear=0
shrinkage=0.00173885


Tree=253
num_leaves=31
num_cat=0
split_feature=1 0 2 15 47 123 16 4 4 0 42 42 4 158 52 151 130 123 482 1429 13 4 41 16 52 15 40 1374 14 457
split_gain=0.960328 1.10487 0.801537 0.909839 0.973182 0.765263 0.730461 0.703995 0.702922 0.700424 0.637908 0.865276 0.708521 0.699797 0.675732 0.83808 0.666895 0.785697 0.629558 0.628654 0.62552 0.60068 0.562948 0.560589 0.788642 0.532821 0.500134 0.476464 0.778229 0.60833
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.090505000000000016 0.087850000000000025 0.083745000000000014 -0.50763499999999995 -0.23071499999999998 0.22584000000000001 -1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 -0.51381999999999983 0.086290000000000019 0.11588000000000002 -0.083919999999999981 -0.081379999999999994 0.091310000000000016 0.097000000000000017 0.084690000000000015 0.41346500000000003 0.15045000000000003 0.078535000000000008 0.0015250000000000001 -0.089799999999999977 -0.03231499999999999 -0.082804999999999976 -0.094679999999999986 0.077685000000000018 0.041935000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 25 26 18 11 16 -13 14 15 -14 -3 -18 19 22 21 -12 27 -8 -25 -2 -5 -9 29 -29
right_child=2 10 -4 8 -6 -7 23 9 -10 -11 20 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00053079477403531329 0.0033721667829350994 0.0023341249439839465 0.0023790569322676134 0.0030558313565083486 -0.00074569253116649051 0.0023519058998890579 -0.0028698871687623611 -0.0010143344826864015 0.0012456852793807848 0.0028263127531624752 -0.003184327755617201 -0.0033751306406241553 -0.0022542048960314011 -0.0023710748970127565 -0.001698338499195049 0.0022319203543330539 -0.0030676357095592195 0.0019851067622512573 -0.0031698224351030899 0.002675403591905733 0.0037781693739849403 0.0015244484263661549 -0.0018063064340897797 -0.0030769395144278453 0.0023630479954265867 -0.0027625374191583242 -0.0028815590808976099 0.000485936851898773 -0.0032279032222551417 0.0023582712326587233
leaf_weight=0.94446700206026157 0.14605994336307049 0.3544174006674442 1.3119639407377679 0.13629831466823872 7.6835569079266852 1.8469363397452969 3.8044537657406199 1.7462553265504581 0.57596419099718321 1.0686011633369972 1.378049870021641 0.34676206810399879 0.4140634067589416 0.48887769668363024 0.56188429123722006 3.85933723754715 1.5231250161305068 0.33760766685008992 0.45156443002633828 1.0330804486293335 0.16406859457492817 0.29542255029082287 1.0981591567397107 0.46958495990838856 0.4879784925142302 0.98106729111169844 1.9506396665237835 8.0301740802824515 0.43891071912366975 1.9334242236800481
leaf_count=44 2 20 140 8 351 201 854 31 8 78 282 8 37 31 43 141 417 5 26 34 1 11 77 79 19 150 310 406 32 64
internal_value=0 -0.00082988 8.78545e-05 -1.53702e-05 0.00015267 0.000520335 -0.0018766 0.000320492 -0.00168497 0.000483714 -0.000215592 0.000154905 0.000775279 0.00104559 0.00139104 0.00179725 -0.00143329 -0.00215088 0.000313786 0.000423945 -0.00180563 -0.00235307 0.000248362 -0.00235407 -0.000304698 -0.00196757 -0.00249379 0.000434089 0.000677234 0.000849261
internal_weight=0 15.4301 30.4327 29.1207 26.4578 18.7742 5.70648 16.9273 2.6629 15.8002 9.72362 7.88607 5.67092 5.32416 4.83528 4.2734 2.21515 1.86073 14.7316 14.28 1.83754 1.67347 13.2469 4.76202 0.957563 1.12713 2.08694 12.1488 10.4025 9.9636
internal_count=3910 1992 1918 1778 1452 1101 996 900 326 748 996 702 260 252 221 178 442 422 670 644 294 293 610 952 98 152 318 533 502 470
is_linear=0
shrinkage=0.00299662


Tree=254
num_leaves=31
num_cat=0
split_feature=4 12 151 13 49 52 11 43 52 51 43 43 1348 130 1186 0 128 16 42 156 47 474 52 52 159 0 49 48 147 3
split_gain=3.41131 2.07817 1.73365 1.39911 1.43997 1.38815 1.21486 1.18567 1.4961 1.06399 1.02359 0.984796 1.23047 1.25039 1.75243 1.22442 1.35058 0.920438 0.924237 0.839967 0.839841 1.74727 0.793703 1.52708 0.778964 0.769552 0.750066 0.731258 0.785127 0.723699
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 -0.081629999999999994 -0.044539999999999989 0.077165000000000025 -0.049504999999999987 -0.016329999999999997 0.11024000000000002 -0.0088849999999999988 -0.074254999999999988 0.084895000000000012 -0.083489999999999995 0.085080000000000003 -0.077944999999999987 0.11581500000000002 -0.078844999999999985 -1.0000000180025095e-35 0.096585000000000018 0.096475000000000019 -1.0000000180025095e-35 -0.42985499999999993 -0.088779999999999984 -0.52106999999999992 -0.061129999999999997 -0.080639999999999976 -0.09386499999999999 1.0000000180025095e-35 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 5 -5 26 8 -1 20 -9 15 13 14 -13 16 24 -17 -19 27 21 -4 -20 -24 -6 -10 -3 -12 -29 -25
right_child=2 3 9 4 11 -7 -8 10 25 -11 19 12 -14 -15 -16 17 -18 18 22 -21 -22 -23 23 29 -26 -27 -28 28 -30 -31
leaf_value=0.0012357257893614187 -0.0015813468693498551 -0.0010887741102875482 -0.0025292880602163278 0.0010320767000429759 0.00097243260108695036 -0.00090303749290786143 -0.0017386631938009509 -0.0016755581539799587 -0.0010975471868087138 -0.00072451605283093822 -0.0018725566529300545 -0.0017219645823038873 0.0015465588330017524 -0.0016805376849194787 0.0041497554167503432 0.0017067389909370789 0.0024740094856028657 -0.0017531665037869312 -0.0017071970373471457 -0.0014334974704646472 0.00018794155813998858 0.0016509833873088137 0.0017960863048069825 0.00039614675341551097 -0.0014933308848826855 0.00047861078356192663 0.00041502422550405521 -0.0001010717288090132 0.0012069001440708806 -0.0017372983263861206
leaf_weight=3.979454293847084 0.87949299812316795 1.1138201123103497 0.29969742521643539 2.0750016951933503 0.387836453039199 2.1422396474517873 1.0716690486297009 1.3539330596104324 1.6819619452580812 1.0159959224984048 0.6063553541898824 0.32887767138891177 0.38455583946779448 9.2045991043560171 0.25783049268648028 0.6927780567202716 0.27482317527756084 1.0705571654252706 0.62494473834522057 1.3556119045242656 2.0779427504166961 5.5360691244713953 1.2684842082671823 0.95301252510398626 6.0010971317533404 1.8491299510933483 6.1529067486990225 14.933126703836018 1.4298517638817418 0.86013209330849549
leaf_count=164 20 33 4 45 29 65 65 44 44 19 14 39 10 1285 6 21 5 105 61 64 40 343 18 13 713 38 172 332 25 74
internal_value=0 -0.00039263 0.000677485 -0.000665135 -0.000854521 4.90933e-05 -6.26457e-05 -4.31943e-05 0.000526792 0.000899958 -0.000260732 -0.00102533 -0.0014122 -0.0015284 0.000858379 -0.000700893 -0.0011862 -0.000109662 -0.000373076 -0.000156199 0.00110852 0.0014363 2.55303e-05 0.000376922 -0.00134365 -0.000272159 0.000184527 -5.41603e-05 1.32232e-05 -0.000615932
internal_weight=0 62.0546 9.8092 34.8652 26.5268 4.21724 8.3384 27.1894 7.51055 8.92971 19.6789 22.3095 10.1759 9.79131 0.586708 12.1337 6.66376 5.46991 4.77713 18.3249 7.91371 5.83577 3.70657 3.08163 6.38893 3.53109 7.26673 16.9693 16.363 1.81314
internal_count=3910 3484 426 2759 2489 110 270 725 246 406 479 2379 1340 1330 45 1039 747 292 271 435 387 347 166 105 742 82 205 371 357 87
is_linear=0
shrinkage=0.00168623


Tree=255
num_leaves=31
num_cat=0
split_feature=4 12 151 3 132 38 50 3 124 52 483 39 49 158 158 3 52 41 15 47 51 156 160 43 3 12 15 13 4 4
split_gain=3.2619 2.48894 1.78288 1.49411 1.27 1.34501 1.18053 1.1292 1.24417 1.1392 1.15803 1.14492 1.01294 0.960925 0.899294 0.904557 0.884181 0.967904 0.920804 0.812581 0.763313 0.763913 0.73853 1.29296 2.57167 1.01905 1.28583 1.05094 0.921819 1.83461
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 0.080815000000000012 1.0000000180025095e-35 0.14390500000000003 0.31335500000000011 -0.085379999999999984 -0.087094999999999992 0.083960000000000021 -1.0000000180025095e-35 -0.22390499999999999 0.084965000000000027 0.084900000000000017 -0.097604999999999983 -0.15154999999999999 0.078535000000000008 0.079360000000000014 0.096475000000000019 0.11024000000000002 0.11896500000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.088375000000000023 0.090325000000000003 0.0015650000000000002 -0.084009999999999987 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 7 19 8 -1 -10 11 -11 -3 14 15 16 -14 18 -18 20 21 -4 -17 24 28 26 27 -25 29 -24
right_child=2 3 6 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 22 17 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013522201885048143 -0.0019194494645347823 0.00051217905528349325 0.0021356746214266009 0.00067392424228682267 0.0014351025952116061 -0.0017787233050218674 -0.0022126156931502996 0.0021437818635243371 -0.0012493934217996082 -0.0021673659044064964 -0.0019293921794629328 0.00029437245646749601 -0.0021048083954381446 -0.0021525838280374954 0.0030017763060976904 -0.0019427746070693542 0.00081536241738123431 -0.0021362069486735415 -0.0011298574592909685 0.00015588519362256636 -0.00031111884320247002 -0.00066253802687725493 -0.0021249317094114862 -0.0017487333057553032 0.0017735231918866142 -0.0021168084065579821 0.0020746789074207322 0.0021176083087154785 -0.0016991502443712708 0.0035693315213076926
leaf_weight=2.3372990814969077 0.89634183049201865 1.9143802921753401 5.2700636177323723 2.652980361133813 2.4799283598549655 1.908372601494192 0.42730618081986982 1.0229225428774942 3.8442851398140325 0.85289964452387224 1.2268004557117809 14.277733082883037 1.0175842444878069 2.9573039759416124 0.2479524714872231 4.2725649531930783 3.8713217414915624 0.80401731748133887 1.4157831755001096 2.0058203767985106 0.74117254465818394 0.45119767216965545 0.50193408550694585 2.2861631261184669 1.866403120802725 4.7234163484536111 0.6140972920693456 0.34463945636525739 3.1086782941129059 0.46371033787727345
leaf_count=90 20 46 333 33 70 58 9 47 144 28 29 286 114 273 2 628 95 51 83 40 16 8 64 318 57 637 13 17 299 2
internal_value=0 -0.000428266 0.000855027 -0.000811551 2.51294e-05 -0.000112153 0.00113459 2.28287e-05 -7.34298e-05 -0.000238375 -7.67446e-07 0.000155607 -0.000941145 -0.00103878 -0.000909805 -0.000948155 -0.000323894 -2.63745e-05 0.000294471 0.00130349 0.00165969 0.001915 -0.00119223 -0.000961679 -0.000232874 -0.00150503 -0.00061451 -0.00124224 -0.00115198 0.0006095
internal_weight=0 61.0132 9.7919 33.0629 27.9502 25.4703 8.89556 23.5619 22.539 20.2017 16.3574 15.1306 30.41 28.4956 25.5383 25.2903 7.10871 6.09112 5.2871 8.46825 6.46243 5.72126 18.1816 13.909 5.94073 7.96832 3.2449 2.6308 4.07432 0.965644
internal_count=3910 3484 426 2732 752 682 406 624 577 487 343 314 2699 2653 2380 2378 343 229 178 397 357 341 2035 1407 422 985 348 335 365 66
is_linear=0
shrinkage=0.00206397


Tree=256
num_leaves=31
num_cat=0
split_feature=9 2 484 123 403 1446 453 1213 475 156 133 52 160 133 150 457 129 1374 0 158 42 15 15 13 16 15 48 1176 156 48
split_gain=0.97113 0.952628 0.993868 0.919974 0.90432 0.697934 0.733553 0.687715 0.668108 0.661625 0.642322 0.60758 0.687548 0.960319 0.707629 0.681082 0.707639 0.742983 0.890248 0.759237 0.782947 1.05134 0.579173 0.64357 0.543182 0.836709 0.619276 0.530146 0.516137 0.519964
threshold=-0.016839999999999997 0.097940000000000013 -0.0043499999999999988 0.086020000000000013 -1.0000000180025095e-35 0.091660000000000005 0.10963500000000002 -1.0000000180025095e-35 -0.086424999999999988 0.11896500000000002 -0.26719999999999994 -0.42985499999999993 -0.092169999999999988 -0.031394999999999992 -0.22988499999999998 -0.0015249999999999997 0.087190000000000017 -0.094679999999999986 -0.23029999999999998 0.084710000000000021 0.088235000000000022 0.090505000000000016 0.10363000000000001 -0.52445999999999982 -0.077804999999999985 -0.19153499999999998 0.086870000000000017 0.085555000000000006 -1.0000000180025095e-35 0.12675000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 9 -6 -4 22 -9 -12 13 -13 -15 -14 17 -17 -19 20 21 24 23 -3 25 -20 -26 -10 -25 -30
right_child=1 3 4 -5 7 -7 -8 10 27 -11 11 12 15 14 -16 16 -18 18 19 -21 -22 -23 -24 28 26 -27 -28 -29 29 -31
leaf_value=0.0031712402204528835 -0.003091698711230394 -0.0022176569956879424 0.0032262018627773042 0.0026852679442668646 -0.0033997934763972605 -0.0034714733282445796 -0.0035232384287174068 -0.0034663145730946159 -0.0033585027365416274 -0.0026591120291686809 -0.0033813900405859697 0.0026854891243190751 -0.0021392386425092337 0.0016590513511474325 -0.0033845406355096897 -0.0021937351078916362 -0.0028546523922454476 0.0036973009652593362 -0.0022310603771737063 -0.0025768429064903001 0.002268174310288217 -0.0034620735880300031 -0.0015486773893772566 -0.0033835616665227478 -0.00073877933651694848 0.0021220834912414441 0.002126061267435904 0.0022890424195936426 0.0012599878435515207 -0.00081306629449095472
leaf_weight=0.91182010597549279 1.8352985670790101 0.79723897459916848 0.21780290734022889 1.6154821396339674 0.7842686878284536 0.60979332542046982 0.57841450767591673 0.6576254457468228 2.2352026769658617 0.79428248421754766 0.61617575515993905 0.48269750387407873 1.2607798939570951 0.37526144087314683 1.8254957834724428 1.0247698726598393 0.70985020627267736 1.0652080774307418 0.57543300860561419 0.83079735597129989 2.8511971055995682 0.77481469628401178 1.4264614818384878 0.30930141441057735 4.0009666502009065 3.4940646295435851 1.0701319528743622 0.20287223393097509 10.49961794470437 1.5542525206692506
leaf_count=121 472 18 6 146 197 55 15 118 710 88 116 25 77 3 260 48 48 11 23 52 95 33 147 63 185 91 38 11 590 48
internal_value=0 -0.000315674 -0.000715576 0.000275677 -0.000541526 4.07469e-05 0.000174944 -0.000322697 -0.00238711 0.000314016 -0.000211051 -0.000108905 -9.77576e-06 -0.00158736 -0.00252453 0.000229967 0.000412134 0.000559956 0.000752411 0.000521711 0.000723352 0.000279135 0.000475908 0.000695353 0.000596264 0.00150654 -0.000134224 -0.00288857 0.000883199 0.000992684
internal_weight=0 45.0756 26.8907 18.1848 25.0554 16.5694 15.9596 22.3995 2.65588 15.3812 21.6153 20.9576 20.3415 2.68345 2.20076 17.658 16.3972 15.6874 14.6626 13.5974 12.7666 9.91541 14.5869 13.1604 9.1406 4.0695 5.0711 2.43807 12.3632 12.0539
internal_count=3910 3789 2619 1170 2147 1024 969 1420 727 954 1223 1105 989 288 263 701 624 576 528 517 465 370 866 719 337 114 223 721 701 638
is_linear=0
shrinkage=0.00334509


Tree=257
num_leaves=31
num_cat=0
split_feature=1 12 150 40 51 0 4 42 3 484 52 4 151 49 47 1 156 52 49 12 12 51 4 52 159 52 15 15 2 4
split_gain=4.4386 1.95897 1.70282 1.60015 1.58125 1.50408 1.78693 1.9654 1.69698 1.24695 1.10265 1.05694 1.05399 1.31874 1.30774 1.48328 1.09617 1.01623 0.888312 0.840449 1.86684 0.820975 0.761855 0.847033 0.743882 0.734651 0.726057 0.92691 1.10268 1.32066
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 0.34489500000000001 -0.40274499999999996 -0.060094999999999989 -0.49837999999999999 0.092635000000000009 0.084925000000000014 -1.0000000180025095e-35 -0.42985499999999993 0.39574000000000004 -0.40391999999999995 0.092185000000000017 0.13206500000000002 0.10786000000000001 0.11896500000000002 0.10433000000000002 -0.082494999999999985 0.086935000000000012 0.086765000000000023 0.087505000000000013 0.08734500000000002 -0.069134999999999988 0.079875000000000015 0.10701500000000001 0.084050000000000014 -0.0063699999999999989 0.08400500000000001 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 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 9 4 -2 8 17 25 11 -3 -11 19 -12 14 15 24 22 -7 -10 20 26 -20 23 -17 -14 -8 27 -1 29 -29
right_child=1 2 -4 -5 -6 6 7 -9 18 10 12 -13 13 -15 -16 16 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010865488060085131 -0.0017843568201808481 -0.0014456794794549135 0.0007691025234967888 -0.0018095738215858459 0.0012381017821337921 -0.0018013109823958174 0.0010056657108460433 -0.0017800424917179343 -0.0012083224142449983 -0.0016803488451860777 -0.0016725687626398256 0.0017963034601302926 -0.0010329661797111825 0.001273952516666299 -0.0017217701307877904 0.00091872622943445898 -0.001382455895737295 0.00011027270091343111 0.00071616270900174892 -0.0013049643761406972 0.001833036817415345 -0.00068090251017952433 0.0011907644208717276 -0.0012215102277710896 0.0010388658276596564 -0.0005267615957203005 -0.0016929122441172789 -0.0015624963443363641 0.0008785469400055426 0.0014566020397953998
leaf_weight=5.7425048784352821 0.50708527117967506 2.1483969660475912 5.8973121661692849 0.57014229893684465 8.2332125995308125 1.968890543561429 5.3757716747932118 0.96804435807280231 1.3699668934568761 1.1339019532315493 0.95464856456965463 0.38207682967185874 3.2986366478726183 2.3293061368167391 1.2203946011140931 1.1323747700080278 0.72302567772567261 1.2576751788146792 3.7856549755670121 11.963561851764096 0.75941357179544944 1.6740571991540489 4.1302991649135947 0.92889549443498243 0.55932417605072249 1.0284754834137855 2.2962830835022041 1.6907931074965783 1.8915334045886991 0.52367411740124215
leaf_count=448 10 96 156 8 383 80 105 75 24 135 21 7 123 40 26 30 10 19 50 1406 25 29 102 31 16 17 298 86 46 8
internal_value=0 0.000238367 -8.50913e-06 0.000886856 0.00106275 -0.0005677 -2.51526e-05 0.000426097 -0.000746954 -0.0002556 -9.9803e-05 -0.000945664 1.75103e-05 0.000130162 -9.1988e-05 9.26458e-05 0.000553084 -0.0010562 -1.23119e-05 -0.000987792 -0.00069374 0.000287795 0.000779108 -4.57548e-05 -0.000732594 0.000759569 -0.000851739 -0.000655611 -5.29158e-05 -0.000848544
internal_weight=0 33.767 24.4565 9.31044 8.7403 42.6784 10.5989 7.37229 32.0795 18.5592 16.4108 25.2498 15.2769 14.3223 11.993 10.7726 6.9146 3.22657 6.82968 24.8678 12.9042 5.45971 6.19157 2.06127 3.85796 6.40425 12.1448 9.84851 4.106 2.21447
internal_count=3910 1187 786 401 393 2723 296 197 2427 630 534 2324 399 378 338 312 173 99 103 2317 911 79 163 61 139 122 886 588 140 94
is_linear=0
shrinkage=0.0016612


Tree=258
num_leaves=31
num_cat=0
split_feature=1 39 3 4 47 50 48 51 484 3 3 42 3 474 15 3 3 49 42 44 42 160 160 151 131 2 42 51 2 0
split_gain=4.82146 2.27846 1.80542 1.74221 2.47994 1.83114 1.93767 1.52223 1.4531 1.39329 1.8845 1.11365 1.05513 0.949533 0.937049 0.886578 0.883144 0.865466 0.839587 0.838087 1.00209 0.76192 1.6829 0.86688 0.737221 0.73616 0.879878 0.675569 1.08236 0.754332
threshold=0.094485000000000013 0.084155000000000021 0.16699000000000003 -0.034289999999999994 0.092645000000000019 0.10976000000000001 0.12862000000000004 -0.40274499999999996 -0.0043499999999999988 -0.115685 -0.055684999999999991 -0.097204999999999986 -0.074234999999999982 0.084655000000000022 0.079360000000000014 -0.077314999999999981 -0.10315499999999998 0.14121000000000003 0.089925000000000019 0.086480000000000015 -0.0060199999999999993 0.084100000000000022 0.088095000000000021 0.092070000000000013 0.082750000000000004 0.087995000000000004 -0.089024999999999979 0.08955500000000001 0.092865000000000017 0.13167000000000004
decision_type=2 2 2 2 2 2 2 2 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 17 5 6 11 -3 -1 14 21 -5 15 25 18 16 -6 -2 -10 20 -9 -11 -23 -24 -13 -12 -27 28 -28 -30
right_child=1 7 -4 4 12 -7 -8 19 9 10 13 24 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0019007397273682856 -0.0015959542532722473 -0.0021563157397170509 0.0013423105747622805 -0.001095915819033452 0.00034704640377030045 -0.0018168442767592195 -0.0017681168570054156 6.5624906741876211e-05 0.00088488857824612114 -0.0014052779493463666 -0.001169474753264767 0.0014606160807552563 -0.0017061286516650237 0.0010614243067197534 -0.001269744465176758 0.001610326458825312 -0.0021839674472550856 0.00095971727449206679 -0.00092269393123188721 -0.0010799198582891042 0.0019734130569756332 0.0015987252557058975 -0.0019250721556421902 0.0014297124155407174 -0.00014320934737884595 -0.0020818185731876172 0.0014926466828362535 -0.001232260658628922 -0.0007853070357052137 0.001023445529858089
leaf_weight=3.9238028042018405 4.2893854728899958 0.50800071470439423 3.3724345350638023 0.8828843291848959 1.2465425357222562 1.1762460959143926 1.0682440269738425 1.3676655255258081 4.7487960467115036 15.560596463503318 3.9852285105735055 8.4918003403581626 3.4619962517172089 1.879085519351064 1.4951002392917869 0.86733828717842687 0.98244547285139572 0.60222995933145274 1.3056462672539053 0.50009330548346032 5.5497853346168986 1.152600901667028 1.8626208477653565 0.36754216253757466 1.3197318762540806 0.83389287116005739 2.1629448058083662 1.310528307687491 3.0242170663550496 1.3199756629765032
leaf_count=485 253 10 148 14 18 33 11 24 86 1583 90 188 87 42 71 15 38 12 26 10 297 15 118 5 29 42 28 32 87 13
internal_value=0 0.000242762 -2.67608e-05 -0.000216073 5.11829e-05 0.000558073 0.000795561 0.00118683 -0.000740133 -0.000629084 -0.000803874 0.00105164 -0.000948861 -0.000262647 0.000145578 -0.000102161 -0.00076852 -0.00128131 0.000495082 0.00141579 0.00159622 -0.0012186 -0.000359915 -0.00137219 0.00124489 -0.000459536 -0.000132511 7.54169e-05 0.000338781 -0.000235721
internal_weight=0 35.6868 27.7613 24.3888 19.4972 12.9389 11.7627 7.92554 44.9326 41.0088 33.4592 10.6944 6.55832 14.5159 7.54954 3.09633 2.22899 4.89162 6.05444 7.41754 6.91745 18.9434 3.38276 2.23016 9.81153 12.6368 8.65156 7.81767 6.50714 4.34419
internal_count=3910 1187 846 698 433 275 242 341 2723 2238 2055 231 158 334 183 71 56 265 112 331 321 1721 138 123 217 292 202 160 128 100
is_linear=0
shrinkage=0.00199633


Tree=259
num_leaves=31
num_cat=0
split_feature=1 484 1446 52 0 47 15 0 52 38 48 47 43 1374 0 3 3 403 52 15 43 12 12 39 48 13 12 51 3 43
split_gain=1.06728 0.847872 0.791614 0.768442 0.777296 0.729999 0.771945 0.775271 0.726061 0.742003 0.821937 0.88258 0.946935 0.66544 0.748669 0.761513 0.680916 0.71424 0.739365 0.693276 0.753475 0.888346 0.685016 0.773963 0.591532 0.71902 0.577617 0.599056 0.560884 0.506688
threshold=0.094485000000000013 -0.065229999999999996 0.091520000000000018 -0.42985499999999993 -0.017269999999999997 0.13206500000000002 0.024640000000000006 -0.10303999999999998 0.42658000000000001 0.11976000000000002 0.12862000000000004 0.093315000000000023 -0.073139999999999983 -0.094679999999999986 -0.23029999999999998 -0.115685 0.10666500000000002 -1.0000000180025095e-35 0.10599500000000002 -1.0000000180025095e-35 -0.082689999999999986 0.088375000000000023 0.086865000000000012 0.005105000000000001 0.084260000000000015 -0.10241499999999999 0.11878500000000002 -0.07742499999999998 0.086245000000000016 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 -2 5 6 8 -8 9 10 11 26 -13 -3 -15 29 17 -17 19 24 -21 22 23 28 25 -19 27 -5 -22 -16
right_child=2 13 -4 4 -6 -7 7 -9 -10 -11 -12 12 -14 14 15 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030617179755776571 -0.0030336273474190082 -0.0033984555953925437 -0.0030789030129295615 0.00027474709477217469 0.0021599902885596203 -0.0014734039518029213 0.00086125198130411929 -0.0025276773867777989 -0.0022545210121326037 -0.0029050319237415002 -0.0014173914386815894 0.0020221245051612966 -0.0011652723097286344 0.0015831452284494 0.00088955655815357176 -0.0027372198802881912 0.00069372041209780336 0.0019303995250107605 -0.0030267793387495651 0.0014582889402157348 -0.0023645416958443244 -0.0030806123695903105 0.0023513510369451256 0.003343904131422301 -0.00040380511503855298 -0.003076319859489134 -0.001553485380813406 0.0025818259130918533 0.0013782573595249913 -0.002103807591231062
leaf_weight=1.2437899877550105 0.57859984273091569 0.70309677801561221 0.61599288042634626 1.2509081263560835 2.2382949301972941 1.9294462148100127 1.0897211069241168 1.3995086646173138 0.67472855083178807 0.43579261563718397 1.0721812355332065 1.4119139672257008 2.1104044727981091 1.573300211224711 4.0656782358419248 2.0696102791698783 2.2194164025131604 0.29549824132119384 1.2541959357913572 2.2634786205599084 1.534145656158181 1.0617699590511618 0.88676480611320574 0.35555802262388159 2.4962209514342248 2.1877200437011197 0.4028974319808184 5.5701280776411313 0.4761889565270393 0.58738828403875221
leaf_count=408 142 46 35 38 174 55 29 124 46 11 27 46 58 40 166 747 35 10 273 74 108 178 45 9 138 396 22 380 25 25
internal_value=0 -0.000636326 0.00028531 0.000388082 0.000489164 0.000273584 0.000492204 -0.00104409 0.000787989 0.000955513 0.00109787 0.00134882 0.000112389 -0.000510788 -0.000423751 -0.000568897 -0.000862923 -0.00109508 -0.00082981 -0.000591396 5.05801e-05 -0.000687946 9.30952e-05 -0.000753326 -0.00143946 -0.00248053 0.00195169 0.00215873 -0.00147798 0.000511684
internal_weight=0 25.2738 20.7805 20.1645 19.5859 17.3476 15.4182 2.48923 12.929 12.2542 11.8184 10.7463 3.52232 24.03 23.3269 21.7536 17.1006 14.8812 12.8115 11.5573 6.57791 4.31443 3.25266 2.36589 4.97944 2.48322 7.22393 6.82104 2.01033 4.65307
internal_count=3910 2723 1187 1152 1010 836 781 153 628 582 571 544 104 2315 2269 2229 2038 2003 1256 983 439 365 187 142 544 406 440 418 133 191
is_linear=0
shrinkage=0.00301265


Tree=260
num_leaves=31
num_cat=0
split_feature=12 16 43 3 38 52 49 4 15 13 160 160 4 3 457 1375 14 0 13 52 159 13 0 1 4 1 47 16 133 13
split_gain=4.06752 2.30131 1.75342 1.52104 1.77052 1.40506 1.57627 1.56575 1.33528 1.27275 1.19651 1.43107 1.15595 1.10969 1.13326 1.13915 1.00214 0.859758 0.909751 0.942804 1.13863 0.849484 0.911185 0.82239 0.810537 0.804457 0.899291 0.983868 0.726668 0.846926
threshold=0.051320000000000005 -0.17157499999999998 -0.044024999999999988 0.31335500000000011 0.13790500000000003 -0.062489999999999997 -0.047894999999999993 -0.083329999999999987 -0.24219999999999997 0.28269500000000009 0.085065000000000016 -1.0000000180025095e-35 -0.08422499999999998 -0.016619999999999996 0.092565000000000022 -0.43271999999999994 0.026890000000000004 -0.070894999999999986 -0.0024749999999999993 -0.51745999999999992 0.092630000000000018 -0.09547499999999999 -0.084304999999999977 0.099115000000000023 -0.10018999999999999 0.14000500000000002 0.09252500000000001 0.10994000000000002 0.086895000000000014 -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=2 10 9 13 -5 6 28 12 -8 16 11 -2 24 -4 25 -16 23 -10 19 -19 -21 22 -9 -1 -7 26 27 -15 29 -3
right_child=1 5 3 4 -6 7 8 21 17 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062264961229394685 -0.0014306047659660517 -0.0011801131568763522 0.00099942097635270116 0.001888393016974752 -0.0020005578195255191 -0.00039578063339035761 0.0019254480079205073 -0.0015405293231890368 -0.0016900146286013198 -0.00065176655302774905 -0.001554550535129923 0.00058823241996401555 0.0010136591772889468 -0.00025548102197794827 -0.00085007610989814902 0.0012269775632163592 -0.0013646116406533992 -0.001850925108887282 -0.0017412203290600183 0.0016848126266382872 -0.0010110495953659883 -0.0018298400045540105 0.0010921512402905079 0.0017960192550985398 -0.001842249626192842 0.00092574758873427345 -0.0015210965160357501 -0.0017697803732153311 0.0017738990939091628 0.0009932311978716414
leaf_weight=3.7155590034089965 1.3698309138417233 1.086574434768409 2.1679790643975165 2.221122313290834 0.47220824658870686 3.7200424643233414 0.53441200777888198 1.0826801070943473 3.7262042353395364 1.6683176490478206 1.3369432273320843 7.926670847926288 1.292738076532262 10.778985292185107 1.3368745949119332 2.5608932888135305 0.51929185818880785 0.6425105715170506 1.3118784879334304 1.3695989316329362 0.84127498674206425 10.312535658013072 0.73364058602601367 4.2708888864144683 1.9716426760423931 1.1079162228852499 3.3473387951962641 1.6450487310066808 1.1523210629820821 1.3222596254199734
leaf_count=84 79 29 56 125 6 108 14 71 379 35 55 141 56 223 15 52 10 60 125 29 30 1324 9 254 305 22 76 93 15 30
internal_value=0 -0.000673705 0.000164162 -9.00629e-05 0.00120656 -0.000924136 -0.000434619 -0.00123114 -0.000864589 0.000804802 5.87479e-05 0.000290759 -0.000543235 -0.000242263 -0.000371827 0.00051458 0.00109049 -0.00105353 -0.000484138 9.38212e-05 0.000658991 -0.00162727 -0.000477148 0.00125013 -0.000896848 -0.000576516 -0.000682048 -0.000455987 0.000582713 1.28812e-05
internal_weight=0 41.7338 35.8124 25.6384 2.69333 31.1003 11.987 19.1133 8.42588 10.1741 10.6334 9.2965 6.98442 22.945 20.7771 3.89777 8.50574 7.89147 4.16526 2.85338 2.21087 12.1289 1.81632 7.98645 5.69169 16.8793 15.7714 12.424 3.56116 2.40883
internal_count=3910 2859 1051 668 131 2584 711 1873 637 383 275 220 469 537 481 67 348 623 244 119 59 1404 80 338 413 414 392 316 74 59
is_linear=0
shrinkage=0.00182386


Tree=261
num_leaves=31
num_cat=0
split_feature=4 12 151 3 151 9 132 49 1348 48 160 4 2 1456 158 3 1 150 41 52 15 160 43 3 12 3 12 15 13 0
split_gain=3.7753 2.80303 1.58585 1.52121 1.29846 1.45152 1.28638 1.18684 0.98722 1.05114 1.46466 0.984896 1.02892 0.913152 0.846631 0.865725 0.820914 1.16676 0.819775 0.955591 1.01794 0.766787 1.25628 2.38511 0.937131 1.56911 0.933439 1.1122 0.99237 0.816131
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.086769999999999986 -0.016839999999999997 0.080815000000000012 -0.22390499999999999 0.084620000000000015 0.093225000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079395000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.097604999999999983 0.11774500000000002 0.081245000000000026 0.078535000000000008 -0.15154999999999999 0.079360000000000014 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.085325000000000012 -0.084129999999999996 0.088375000000000023 0.090325000000000003 0.0015650000000000002 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 -6 8 -3 9 11 -11 12 -7 16 15 18 17 -4 19 -9 -21 -17 23 24 25 -23 27 28 29 -24
right_child=2 3 13 -5 5 6 -8 14 -10 10 -12 -13 -14 -15 -16 21 -18 -19 -20 20 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010349009777474373 -0.0017043263616041736 0.0004406361784952243 0.00010290359392568732 0.00054731267254872168 0.0020745910052591726 0.0015359507461675077 0.0010943983553011025 -0.0018973789052234282 0.0014103028008276121 -0.0018245062141514958 0.00073511321519222257 -0.0012568323050663579 -0.00052824246120220474 -0.0012184535672173933 -0.0019437231817592347 -0.0017975902454221808 0.0016831891250554849 0.0019666613132782273 -0.0019344107009783456 0.00067409418534564126 -0.0011365548372210762 -0.0018954233621320418 0.0019568627131222394 0.0015396045534817537 -0.0015886654757412916 0.0023530809632182903 -0.0019137819120596882 0.0016561126049724816 0.0017391714448753465 -0.0018993241719466088
leaf_weight=3.5390857802704003 0.8761954614892592 2.0565061718225506 4.3682383326813543 2.6333524165675035 0.96291550574824825 0.9327086736448259 2.218625691253691 0.90268902922980476 1.0056843366473902 0.95587640721350897 4.1541022737510493 6.7495853696018395 8.387790182605384 0.66113053727895099 3.1130044271703801 4.5058319356758281 4.1212093844078481 1.593452578410506 1.005420960485935 3.9144864068366649 1.4900943515822289 0.57106878375634551 0.20878997631371099 1.7853581502568054 3.0085156741552055 0.64174503320828058 4.8395472930278629 0.60378312016837288 0.36300743534229685 2.210877106524983
leaf_count=94 20 46 109 32 44 23 55 101 23 27 100 164 206 14 282 617 265 64 57 95 83 65 3 52 281 15 631 13 17 312
internal_value=0 -0.000449403 0.000707489 -0.000813485 -2.30024e-05 -0.000170595 -0.000259182 -0.000928263 -0.000394543 -0.000480242 0.000256309 -0.000714451 -0.000321677 0.000904177 -0.00102479 -0.000914983 0.00104336 0.000601052 -0.000370928 -0.000121698 0.000174881 -0.0011273 -0.000915097 -0.000266889 -0.00103092 0.000352619 -0.00138842 -0.000637638 -0.00113533 -0.00156658
internal_weight=0 62.7605 11.6202 33.8541 28.9064 25.3673 24.4044 31.2207 22.1857 21.1801 5.10998 16.0701 9.3205 10.744 29.1642 26.0512 10.0829 5.96169 7.31269 6.30727 5.40458 18.7385 14.2327 6.00669 4.22133 1.21281 8.226 3.38646 2.78267 2.41967
internal_count=3910 3438 472 2702 736 642 598 2670 543 520 127 393 229 452 2624 2342 438 173 336 279 178 2006 1389 413 361 80 976 345 332 315
is_linear=0
shrinkage=0.00186439


Tree=262
num_leaves=31
num_cat=0
split_feature=4 12 13 49 160 151 50 43 52 11 52 43 156 43 0 130 394 1348 128 16 42 49 2 47 51 156 132 43 3 1
split_gain=3.82929 2.72401 1.61332 2.00529 1.60239 1.59044 1.50406 1.40874 1.60265 1.40345 1.27295 1.17272 1.01712 0.976397 1.56135 1.26107 1.96422 1.24365 1.20392 1.12567 1.06253 0.903095 1.03656 0.893059 1.07214 0.875936 0.871728 1.0383 1.08422 0.816213
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 -0.27336999999999995 0.14390500000000003 -0.049504999999999987 -0.016329999999999997 0.077165000000000025 0.11588000000000002 -0.0088849999999999988 0.096585000000000018 -0.074254999999999988 -0.077944999999999987 -0.083489999999999995 -0.081709999999999991 0.084895000000000012 0.11581500000000002 -0.078844999999999985 -1.0000000180025095e-35 -0.080639999999999976 0.091525000000000009 0.096475000000000019 0.11024000000000002 0.11896500000000002 0.082150000000000015 -0.075819999999999985 -0.100615 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 -4 -2 23 8 -1 10 21 -9 -13 14 18 16 -15 -17 -5 -16 -21 -3 29 24 25 -7 27 28 -22 -23
right_child=5 2 3 13 -6 6 -8 11 -10 -11 -12 12 -14 15 19 17 -18 -19 -20 20 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012059331630203322 -0.0014803637517071871 -0.00096925686769296126 -0.0017247906444150384 -0.0013772616736611929 0.00064175382540800649 0.0016962083281627076 -0.0018033376386767414 -0.0016415792938681544 -0.00022467089873811277 -0.0016986475447687477 -0.00174360008396903 -2.7632522989185161e-05 -0.0013901819886938146 0.0045520269521453511 0.0017152238901058325 -0.0016305456862837683 -0.0016648273677176344 0.0013931435379495483 0.0021469019294062747 -0.0017163538785787674 0.00034001978458741538 -0.0011178964594499865 0.0012747363251873923 8.838033606004358e-05 -0.00045066871463660227 -0.00070077822042495172 0.0017528637234407686 0.0016164413563398371 -0.001683116404591722 0.00071331213500921986
leaf_weight=4.5668590017594397 0.85365227703004976 1.0819558408111332 0.97892331890761841 7.2748828011099249 3.5918993055820492 5.7818875033408368 0.54113705642521459 1.5009114979766334 3.9063408453948814 1.2350815739482639 0.82595631526783098 18.161022140178833 1.6030283668078471 0.23939887341111898 0.77076973719522346 10.448275126283981 0.31834945036098616 0.37900054128840643 0.27031490812078107 1.2672594389878211 1.3359468579292297 1.1816888451576217 3.2869275137782097 2.1661307187750936 0.83674174360930909 0.4411797709763049 0.64400505926460017 0.6108251134865007 1.5254447101615369 1.4667368610389528
leaf_count=164 20 21 41 742 69 333 9 44 82 65 50 371 64 5 21 1285 40 10 5 105 17 51 39 40 16 8 14 11 124 44
internal_value=0 -0.000392237 -0.000678808 -0.000863964 0.000134916 0.000665952 0.000853542 -1.89829e-05 0.000546392 -7.3978e-05 0.000181859 -0.000244261 -0.000138147 -0.00104598 -0.000751062 -0.00140084 0.00100359 -0.0015247 -0.001251 -0.000138126 -0.000403475 0.000408491 0.000659641 0.00100938 0.00129196 0.00152628 7.19939e-07 -0.000324257 -0.00073854 -0.000103746
internal_weight=0 68.4718 38.7336 29.6553 4.57082 10.6207 9.76708 29.7382 8.4732 9.07835 7.84327 21.265 19.7641 25.0845 13.6994 11.385 0.557748 10.8273 7.5452 6.15425 5.38348 7.01731 5.93535 9.22594 7.05981 6.22307 4.11622 3.47222 2.86139 2.64843
internal_count=3910 3484 2759 2489 110 426 406 725 246 270 205 479 435 2379 1039 1340 45 1295 747 292 271 155 134 397 357 341 166 152 141 95
is_linear=0
shrinkage=0.00163972


Tree=263
num_leaves=31
num_cat=0
split_feature=4 12 151 50 47 132 376 3 150 1373 150 14 1375 151 3 39 42 48 1 1 2 457 13 11 4 13 1 52 1213 2
split_gain=4.80445 2.78023 1.77244 1.66451 1.50774 1.44345 1.84697 1.15103 1.071 1.54635 1.14269 1.03879 1.01959 1.15246 1.02553 0.942855 0.915448 1.07777 0.89291 0.756133 0.627392 0.616211 0.665377 0.722109 0.697935 1.09789 0.659562 0.644742 0.666639 0.614936
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 0.11901000000000002 0.096475000000000019 0.080815000000000012 0.048375000000000008 0.13772500000000001 0.083205000000000015 0.10700000000000003 -0.07718499999999999 -0.46879999999999994 -0.43271999999999994 0.099410000000000012 0.090325000000000003 0.14706500000000003 -0.089024999999999979 -0.068009999999999987 0.13837000000000002 0.086430000000000021 0.089570000000000025 0.081330000000000013 -0.094679999999999986 0.077165000000000025 -0.083329999999999987 -0.083924999999999986 0.086145000000000013 0.10303500000000002 -0.082704999999999987 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 8 15 10 12 20 -4 -10 14 -14 21 -8 -18 -12 -7 -1 22 23 27 25 -24 -23 28 -3 -30
right_child=2 7 3 -5 -6 19 16 -9 9 -11 18 -13 13 -15 -16 -17 17 -19 -20 -21 -22 26 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0007367374122593934 -0.0015579709439611617 -0.0016544075532646488 -6.1635509610742401e-05 -0.0011631526892736277 -0.00023167072536890449 -9.36093599907552e-05 -0.00084796047634763715 1.5764303335197221e-05 -0.0011282736565765769 -0.0018863895820349537 -0.0011607407162684568 0.0016352301106385989 -1.1669345805359958e-06 -0.00095917094918343982 0.0017232694505141389 0.0016239201220699688 -0.0013526455153604084 0.0012948299575037917 0.00028907189915020938 0.0016618380546810992 0.00089955819761252157 -0.00086145642398170416 0.0012475039232547037 -0.0016632621901816447 -0.0014215850232578273 -0.0010494399563804153 0.00075001856838178877 -0.0016897070723605129 -0.00052360913977392309 0.00078271513117776181
leaf_weight=1.119897067546858 1.0985434632748354 0.66828138753771771 1.141108221374451 1.2031295727938411 2.3309636060148478 1.3452993724495166 1.0178821254521606 2.3964515738189212 1.2205278510227797 1.1089637167751787 14.902654818724843 4.4257551017217329 1.5883110598660999 1.042486911639571 1.9101318619213996 0.31450070347636838 0.45596776437014375 2.5438633090816429 1.1506826635450114 1.139744523912668 1.2434899881482122 3.1044448246248062 0.55581915751099487 1.6149069084785876 24.445381822530187 8.9360538329929025 0.80409791972488154 0.87632268993183959 2.0007229661568995 1.6562948627397416
leaf_count=14 20 34 42 18 40 20 17 28 13 13 337 306 40 19 41 17 8 113 19 45 26 101 34 63 1807 527 19 53 55 21
internal_value=0 -0.000811626 0.000344709 0.000574374 0.000839064 -0.000448852 -0.000547251 -0.00105507 -0.000705936 -0.000171624 -0.000905262 0.0012874 0.000158433 0.000504279 0.000940366 -0.00111212 0.000451497 0.000892419 -0.00105682 0.000711512 0.000124195 -0.00113139 -0.00118907 -0.000736965 -0.00127988 -0.000914937 -0.00052993 -0.000449384 -0.00019809 6.80364e-05
internal_weight=0 79.1632 10.1995 9.10096 7.89783 31.7899 29.3049 47.3733 25.2871 6.87042 18.4167 5.56686 5.76146 4.54093 3.49844 44.9768 4.01771 2.99983 16.0533 2.48504 2.36339 44.6623 40.7538 6.81653 33.9373 9.49187 3.90854 5.20162 4.3253 3.65702
internal_count=3910 3484 426 406 388 725 660 2759 522 126 396 348 113 100 81 2731 138 121 356 65 40 2714 2594 226 2368 561 120 163 110 76
is_linear=0
shrinkage=0.00158575


Tree=264
num_leaves=31
num_cat=0
split_feature=1 12 40 42 3 42 2 52 157 4 13 39 160 3 453 16 16 42 133 39 43 130 130 402 150 376 48 130 4 52
split_gain=1.11441 0.807932 1.251 0.748924 0.878305 0.787693 0.840969 0.937166 0.716447 0.660112 0.737514 0.637308 0.744497 0.695062 0.782019 0.807287 0.721875 0.70469 0.894257 0.623901 0.612531 0.542312 0.817819 0.553242 0.54004 0.538287 0.498127 0.500777 0.488653 0.900996
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.091955000000000023 -0.15464999999999998 -1.0000000180025095e-35 0.089910000000000004 0.11588000000000002 -0.08262499999999999 0.11205000000000001 0.41346500000000003 0.15608500000000003 -0.079234999999999986 0.30601500000000009 1.0000000180025095e-35 0.062650000000000025 0.67964000000000013 -0.14127499999999996 -0.26719999999999994 0.005105000000000001 -0.079804999999999987 -0.08075499999999998 -0.084569999999999992 -0.50199999999999989 0.08882000000000001 0.091535000000000019 0.11930500000000001 -0.0015749999999999998 -0.084009999999999987 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 19 8 -8 10 -5 12 -3 14 15 17 -17 -14 -19 28 -11 22 -6 -23 -9 -25 27 -20 29 -7
right_child=1 11 -4 9 5 6 7 24 -10 20 -12 -13 13 -15 -16 16 -18 18 26 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016305049944835659 0.0030378659380442424 -0.0019697096624981536 -0.0039412419916954105 -0.0037773079850174566 -0.0034307413282656995 -0.0020974974655521717 -0.0039163740492129508 -0.0037119353863491124 0.0010646127447218002 0.003626129741177952 0.0045783177242555168 0.0034923467839238979 -0.003012547655186818 0.0037654386425199737 -0.0039455923659480543 -0.0022777967433340492 0.0029133660205531283 -0.0039485097350867807 -0.0011429354810765639 0.0024575799555133482 -0.0024453733077749061 0.0022640823630905482 0.0027596481807331966 -0.0035569909798204716 0.0021719686014881256 0.0024114207700617367 -0.00030246860342982116 0.0024992606700471568 -0.0019018509598287363 0.0037304641111918146
leaf_weight=2.3089978464413496 2.6878964877687426 2.4899282448459426 0.40631383098661888 2.5105053215520456 0.51517710031475872 0.83623279933818373 0.41797515051439305 1.0691112694330502 7.8502239106455809 0.42308244947344065 0.15408106148242939 0.70140652381815094 0.58941928017884215 0.72945614508353251 0.64078774489462453 2.3151155838277195 0.43773524952121068 0.43485365621745042 0.584723250707606 0.58922177180647928 0.49612934421747912 0.27745358517859164 0.68093305348884292 3.251143792178492 0.26813366299029429 0.22183539159595955 1.5569979702122507 4.6003743684850678 6.9267776578198976 0.64630304684396833
leaf_count=101 301 104 8 544 70 84 41 87 251 11 1 34 10 72 20 167 19 19 20 23 29 30 21 790 17 6 27 186 797 20
internal_value=0 0.000395883 0.00212141 -0.000771498 -0.000551397 -0.00076532 -0.000415729 0.000347137 0.000812813 -0.00235967 -0.00329414 4.18471e-05 -0.000126463 0.000259555 3.03984e-05 0.000272599 -0.00145234 0.000884018 0.00120403 -0.00123005 0.000349137 -0.00208013 9.33829e-05 -0.00277333 -0.00253214 -0.00317576 0.00153636 0.00208853 -0.00148843 0.000443169
internal_weight=0 18.175 3.09421 29.4433 25.8595 23.5505 18.604 9.60544 8.2682 3.5838 2.66459 15.0808 14.3794 11.8895 11.16 10.5192 2.75285 7.76637 7.17695 8.99854 0.919212 4.94654 1.19611 3.75043 1.33724 3.47298 6.7421 5.1851 8.40931 1.48254
internal_count=3910 987 309 2923 2338 2237 1320 396 292 585 545 678 644 540 468 448 186 262 252 924 40 917 91 826 104 796 233 206 901 104
is_linear=0
shrinkage=0.0037071


Tree=265
num_leaves=31
num_cat=0
split_feature=4 12 151 50 13 49 160 14 43 16 42 11 52 475 49 2 2 133 44 13 47 51 0 43 42 52 52 12 49 457
split_gain=4.65883 3.24162 1.56046 1.60758 1.38367 1.89547 1.355 1.17732 1.32602 1.27089 1.20155 1.16263 1.18535 1.13518 1.02009 0.993415 0.970297 0.905233 0.986268 0.990675 0.904603 1.06448 0.874143 1.24897 1.06686 0.926884 1.31423 0.965451 0.909812 0.863158
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 0.14390500000000003 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 0.073890000000000011 -0.049504999999999987 0.15737500000000001 -0.09602999999999999 0.077165000000000025 0.11588000000000002 -0.050754999999999995 -0.080639999999999976 0.091525000000000009 0.14073000000000005 -0.069944999999999993 1.0000000180025095e-35 -0.072479999999999989 0.096475000000000019 0.11024000000000002 -0.070894999999999986 -0.074254999999999988 -1.0000000180025095e-35 -0.42985499999999993 -0.088779999999999984 0.095450000000000021 -0.0094199999999999978 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 -2 20 11 6 -6 8 10 13 -1 12 14 -10 -3 -16 17 -15 19 -19 21 -4 -7 24 -24 -26 -27 -28 -25 -21
right_child=2 4 3 -5 5 22 -8 -9 9 -11 -12 -13 -14 16 15 -17 -18 18 -20 29 -22 -23 23 28 25 26 27 -29 -30 -31
leaf_value=-0.00072007770278875738 -0.0017442531684880688 -0.00134649820155788 0.0018906251958712465 -0.0022017927657013384 -0.0020811114933517389 -0.0015735076672339561 0.0006571599177109922 -0.0016165152160431252 0.001517653044178192 -0.0014052265306565407 0.0012238065446716492 -0.0020642204526233328 -0.0021481414749394551 -0.0019943813120582255 -0.00020022080547233063 0.001485369266987458 0.0014265432499468151 0.0017168141196670283 -0.001826050918223427 -0.0017062890941369764 0.0001804670833889242 -0.00044807282341592793 -0.0020978260174376222 0.002299233085372443 -0.0020229005199973119 0.0025039095306458366 0.0012737791683870554 -0.001692833891930324 -0.0018990418577173418 5.468195206612269e-05
leaf_weight=1.6102512413635848 0.83039993699639936 1.1485830559395251 6.6974727832712198 0.55647701211273748 0.90483134286478151 16.660676312865689 3.5529604614712325 1.6873121946118761 1.8427083753049487 2.8467284683138123 5.9873578855767873 1.1485916599631307 0.83889857260510314 1.16227086773143 2.5577666526660305 3.0702306441962719 1.4208481498062617 1.247184929437936 1.2594290524721152 1.2754645645618516 2.264651888050139 0.87855907063931216 0.81048635113984335 0.21958491951227221 0.51514220284298096 1.1880012401379647 0.87049801368266322 0.88069561519660056 3.3290135757997659 8.6042527183890076
leaf_count=35 20 21 341 9 41 1888 69 40 34 113 199 65 50 48 95 39 39 43 37 18 40 16 54 2 47 13 9 52 314 119
internal_value=0 -0.000500015 0.000891001 0.00110147 -0.000886089 -0.00109674 0.000101352 2.8009e-06 0.000103045 -0.000170876 0.000811816 -0.000190696 9.18748e-05 3.81314e-05 0.000369175 0.000719316 -0.000143995 -0.000308698 -0.000150522 3.91278e-05 0.00128827 0.00161942 -0.00131496 -0.00076366 -3.5111e-05 0.000448861 0.000882078 -0.000218165 -0.00163926 -0.000172658
internal_weight=0 66.6398 11.2276 10.3972 37.696 28.9319 4.45779 28.9438 27.2565 19.6589 7.59761 8.76407 7.61548 16.8122 6.77658 5.628 14.9695 13.5486 12.3863 11.1269 9.84068 7.57603 24.4741 7.81342 4.26482 3.45434 2.93919 1.75119 3.5486 9.87972
internal_count=3910 3484 426 406 2759 2489 110 725 685 451 234 270 205 338 155 134 304 265 217 180 397 357 2379 491 175 121 74 61 316 137
is_linear=0
shrinkage=0.00199768


Tree=266
num_leaves=31
num_cat=0
split_feature=1 39 1373 150 51 0 3 484 148 15 52 52 133 3 133 403 457 3 48 157 42 4 52 0 42 4 4 0 9 151
split_gain=1.06267 0.894639 0.842753 1.08863 0.842121 0.840779 0.659312 0.655278 0.643946 0.812377 0.626904 0.693188 0.78062 0.66807 1.13773 0.64831 0.721672 0.622239 0.639015 0.60151 0.570153 0.662133 0.878373 0.599946 0.848931 0.566421 0.548532 0.734439 0.759849 0.561298
threshold=0.085835000000000009 0.005105000000000001 0.09586500000000002 0.081245000000000026 -0.40274499999999996 -0.070894999999999986 0.31335500000000011 -0.0043499999999999988 -1.0000000180025095e-35 -0.073314999999999991 0.086950000000000013 -0.11051499999999999 -0.090054999999999982 -0.084129999999999996 -0.088724999999999984 -1.0000000180025095e-35 -0.066264999999999991 0.090325000000000003 0.087500000000000008 -0.082104999999999984 0.091955000000000023 -0.49837999999999999 0.10433000000000002 0.047345000000000005 0.091230000000000019 -0.17479499999999998 -0.41745999999999994 -1.0000000180025095e-35 0.037245000000000007 -0.40391999999999995
decision_type=2 2 2 2 2 2 2 2 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 -3 10 7 -2 -5 17 11 -1 -13 14 -14 -15 -17 18 -10 -18 21 22 -7 24 -23 -12 -9 28 29 -28
right_child=1 4 -4 8 -6 20 -8 26 9 -11 25 12 13 15 -16 16 19 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0033934482874943385 -0.00274310708372117 -0.0035103440727613103 -0.0036267029656844745 0.0034866091240402775 0.0017443826962749802 -0.0035951674575636738 0.0024180089757894628 -0.0033802132080842442 0.002571694282793721 -0.0016207366037560029 0.0038867626161736167 -0.0033886767941077624 0.0051997255646908259 -0.0033554466788140833 -0.0024941972669148015 -0.0035711718024458478 -0.0027862786118745633 0.0031175921246967401 -0.001515451961620048 0.0017679001445311906 -0.0018568525593069532 -0.0012827663327527766 0.001856779811490026 0.0021776489720055961 0.0040588374467874274 -0.0034159338409488179 -0.0034776525341242465 0.0027208827216418877 -0.0031017653590018441 -4.4018583371715705e-05
leaf_weight=1.2262166657019404 1.4570064488798493 0.36209044512361277 0.74635150446556409 1.1176392198540268 4.8125552600249639 0.87508289376273729 0.83000909490510899 0.65156487177592559 0.72541257645934809 1.2391588520258658 0.1240242421627048 1.0402223503915591 0.23573069414123926 0.44318779802415509 2.1275666472502044 0.36564852588344354 0.35469613841269199 1.4925275554414836 1.0111397213768212 3.2954107514815432 1.4948699529049916 1.6927001611329608 0.52030723262578249 2.4351566438563168 0.40763975912705053 2.1555039893137282 0.5521618437487622 0.85556289646772832 1.0979981929995108 10.961726844427181
leaf_count=238 152 10 24 61 362 49 91 119 21 54 1 166 2 113 393 34 37 46 26 161 166 141 11 40 5 643 25 46 48 625
internal_value=0 0.000129654 -0.000154139 -3.62887e-05 0.00137669 -0.000892454 -0.00046768 -0.000621452 0.00123073 0.00066647 -0.00146049 -0.0010697 -0.000707288 -0.000298443 -0.00172676 0.000458581 0.000879506 0.00154419 0.000191878 0.00132535 -2.28402e-05 0.00043942 -0.00156227 0.00105526 -0.000246053 -0.00301861 -0.000402508 -0.000258445 -0.000460556 -0.000208682
internal_weight=0 27.9129 22.7383 21.9919 5.17465 18.794 16.406 15.576 5.58588 4.46824 11.3682 9.08868 7.86246 6.82224 2.3633 4.45894 4.01576 3.22908 1.73655 3.65011 7.42576 5.93089 1.39539 4.5355 2.10034 2.27953 14.119 13.4674 12.6119 11.5139
internal_count=3910 1710 1338 1314 372 2200 1106 1015 208 147 1788 1144 906 740 395 345 232 93 47 198 412 246 60 186 146 644 863 744 698 650
is_linear=0
shrinkage=0.00332291


Tree=267
num_leaves=31
num_cat=0
split_feature=4 11 1456 1213 480 31 2 1375 403 453 15 159 1 3 0 15 150 0 457 50 123 1 16 16 43 3 42 1212 16 4
split_gain=1.03117 0.858184 0.940963 0.883221 0.888088 0.735288 0.703101 0.873823 0.962302 0.702621 0.694016 0.720229 0.640065 1.00815 0.673076 0.666982 0.633728 0.609259 0.598821 0.570108 0.564478 0.562235 0.779966 0.560957 0.547595 0.765373 0.554738 0.712544 0.536371 1.16866
threshold=0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 -0.082704999999999987 0.08456000000000001 -1.0000000180025095e-35 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11739999999999999 0.10276500000000001 0.083370000000000014 -0.013944999999999997 -0.070894999999999986 -0.073314999999999991 0.08882000000000001 -0.16128999999999996 0.088175000000000017 0.11901000000000002 0.13456000000000004 0.11215000000000001 -0.54165499999999989 -0.51054499999999992 -0.074254999999999988 0.086245000000000016 -0.088669999999999985 -0.47421499999999994 -0.071319999999999981 -0.034289999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 19 -10 16 14 -14 18 17 20 -15 23 21 24 22 -2 -8 -12 26 -26 -28 -17 -30
right_child=9 -3 3 4 -6 6 12 8 10 -11 11 -13 13 15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0024721361452019991 0.003092780623497876 -0.0027388579091548806 -0.00319510608566462 0.0034054401262082171 -0.0031997231023964965 -0.0033090783214632124 0.0008984140856754787 -0.0026612293308214607 -0.0029473840803143267 -0.0022327085397553753 0.0014013536422850456 -0.0033088368061713804 0.003081160992770047 0.0005211377334408897 0.0003505332919470022 -0.0023148717398309773 -0.0030894963701481475 0.0034314121851009498 0.0012861576375051173 -0.0014397171181551565 -0.0034407068776523414 0.0025957006003366045 -0.00045376943024839933 -0.0029438647169033739 0.0023384855014753881 0.0022685633339681703 0.0041243101826107104 -0.0015531834273051878 -0.0016793161792193019 0.0024841278593644048
leaf_weight=1.9753351530525822 0.87210160703398321 1.5664351009763766 0.97309161152224888 0.59499941137619217 0.92190473980735888 1.1206159479916067 0.46660629380494412 1.6610009149881051 0.79395437322090501 0.6584750642068683 4.5673716269666169 0.58249967359006483 1.6870613303035495 2.3803380867466335 5.3261241622967663 1.1568263773806395 0.52347584837116379 1.0196569834370164 0.60911716893315304 0.72536774817854155 0.35406937822699625 2.6089711827225983 2.0905028523411593 1.9652938382932916 0.51094497856682952 1.0696712727658448 0.23506652051581722 3.2854008645518178 1.4436717180069538 1.2469426447059939
leaf_count=359 51 160 316 58 231 92 13 465 64 23 262 63 79 32 259 21 51 76 25 19 5 303 76 396 27 25 3 242 84 30
internal_value=0 -0.000455666 -0.000357603 -0.000236518 -0.000150636 -6.44123e-05 -0.000128918 -0.000635396 -0.000414821 0.00086353 -0.000101858 0.000101154 0.00030152 0.000887877 -0.000324597 0.000377323 0.000289502 0.00139393 -0.00150704 0.00118731 0.000465987 0.00152932 0.000590228 -0.00220665 0.000609054 -0.000100349 -0.000728902 -0.00117409 -0.000521053 0.000250197
internal_weight=0 38.0375 36.471 34.4957 33.5226 32.6007 32.0057 14.7041 13.5835 6.95542 11.9225 11.1285 17.3016 8.9345 8.36714 7.24744 10.546 3.4 3.04102 6.29694 10.0225 5.57158 2.9626 2.4319 9.66846 5.10108 4.03141 3.52047 3.84744 2.69061
internal_count=3910 3438 3278 2919 2603 2372 2314 1299 1207 472 742 678 1015 322 693 243 615 108 434 449 564 430 127 409 559 297 272 245 135 114
is_linear=0
shrinkage=0.00315022


Tree=268
num_leaves=31
num_cat=0
split_feature=4 483 42 481 1429 1365 158 133 43 123 42 160 15 15 1374 155 1 49 401 3 14 132 43 1 47 3 1374 48 158 1
split_gain=0.890496 0.885175 0.817616 0.829182 0.807378 0.816386 0.781782 0.759584 0.766075 0.898797 0.753727 0.752871 0.773134 0.946661 0.888699 0.830039 0.912603 0.663129 0.673315 0.66917 0.646136 0.588004 0.785451 0.696295 0.606764 0.528396 0.52535 0.978206 0.762054 0.629978
threshold=0.51224500000000017 0.085195000000000007 -1.0000000180025095e-35 -0.0079799999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.11034000000000001 0.19121000000000002 0.24789500000000006 1.0000000180025095e-35 -0.082904999999999993 -0.40446999999999994 -0.26361999999999991 -0.19153499999999998 0.098580000000000015 0.088680000000000023 0.10420500000000001 -0.085974999999999982 0.10072000000000002 -0.082139999999999977 0.077685000000000018 0.080815000000000012 0.0016850000000000001 1.0000000180025095e-35 0.11566000000000001 0.31335500000000011 -0.094679999999999986 0.083775000000000002 0.085745000000000002 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 2 10 -4 -5 6 7 8 9 11 21 -6 -13 -14 15 16 17 19 20 -15 26 22 24 -23 -1 -3 29 28 -28 -19
right_child=-2 25 3 4 5 -7 -8 -9 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0024561877501140983 0.0024496821913390014 -0.0023030982236755242 -0.0023226252567984007 -0.0025292743029793423 -0.0029217738866563971 -0.0024137815848235705 -0.0027478903033326522 -0.0027402368155342604 -0.0020629596508606541 0.002442184329758275 -0.0025505557083539054 0.0028034557015493896 -0.0024176743273895481 0.00024606220620219726 -0.0031252635296623752 -0.0029714585351400093 0.0016443541631805576 -0.0032689636007192458 -0.002913925699211633 -0.0027737896194435412 -0.0029522134255192765 -0.0018767325546874243 0.0015822902237415852 0.0024217960502480882 0.00071724800858276728 0.0029974305716256901 0.00065484916203605622 0.002363327772088664 -0.0030909937567892443 0.0013413206793846727
leaf_weight=2.2700653619831437 1.0132094519212831 2.3184582025278355 1.2092584351776157 0.93437951279338705 0.56452113727574982 0.96822298772167315 0.69342544267419626 0.64637217985000361 0.99669128016102959 1.8510233898414288 2.0160552444867781 1.0954243340529668 0.99483787850478833 1.3744811636861416 0.56142369494773348 0.5434757701586922 5.4805386699736109 0.55856055824555717 0.45384240779094476 1.089699614793086 0.39965330576524216 0.45425309066195019 0.72898984432686109 0.99781855777837336 0.63972074899356801 0.16700810892507423 8.3536847109206995 2.9668273197021344 0.47548388794530261 0.43806608393788338
leaf_count=352 168 349 255 148 119 51 78 203 63 186 454 58 34 47 27 92 218 43 108 35 29 68 61 51 11 8 486 69 33 6
internal_value=0 -0.000280661 -0.000176491 1.60718e-05 0.000106022 0.000186739 0.000271981 0.000344579 0.00041529 0.000506096 -0.00106115 0.000364728 0.000439581 0.000330278 0.000450731 0.000541434 0.000629859 0.000284739 0.000532871 -0.00108936 0.000651448 -0.000471315 -0.00108921 0.00107708 -0.0017585 -0.00194694 0.00076403 0.00093356 0.000453121 -0.00124252
internal_weight=0 42.2423 39.7568 32.6499 31.4406 30.5063 29.538 28.8446 28.1982 27.2015 7.1069 25.3505 24.786 23.6906 22.6957 22.1343 21.5908 16.1103 13.6461 2.46418 13.1923 5.09085 3.63878 1.45207 2.90979 2.48547 12.7926 11.796 8.82917 0.996627
internal_count=3910 3742 3385 2388 2133 1985 1934 1856 1653 1590 997 1404 1285 1227 1193 1166 1074 856 774 82 666 543 424 119 363 357 637 588 519 49
is_linear=0
shrinkage=0.00287809


Tree=269
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1 31 1456 14 151 3 2 42 52 49 47 474 1212 1 42 1374 48 4 42 13 51 3 4 3 11 376 159
split_gain=0.819236 0.777021 0.769342 0.765367 0.655469 0.6486 0.646688 0.598115 0.591734 0.748334 0.729082 0.727305 0.769235 0.765406 0.618313 0.590002 0.573704 0.817755 0.727027 0.81463 0.709991 0.596254 0.56178 0.610603 0.691625 0.559568 0.567404 0.541827 0.531591 0.49078
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.12864500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.077685000000000018 -0.035524999999999994 -0.15464999999999998 0.089910000000000004 0.094935000000000005 0.11588000000000002 0.13128500000000001 0.120245 -1.0000000180025095e-35 -0.50114499999999984 0.085110000000000005 -1.0000000180025095e-35 0.089800000000000005 0.12862000000000004 -0.23071499999999998 0.091955000000000023 -0.052124999999999998 -0.40274499999999996 0.11265500000000002 -0.083329999999999987 -0.089974999999999986 0.094855000000000009 0.091535000000000019 -0.52106999999999992
decision_type=2 2 2 2 2 2 2 2 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 -3 6 8 -1 10 15 27 13 -13 14 -11 -10 17 28 19 20 -18 -19 -5 -24 -25 26 -17 -6 -16 -27
right_child=1 3 -4 22 5 -7 -8 -9 9 11 -12 12 -14 -15 16 25 18 21 -20 -21 -22 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=0.0009552627525442587 0.0037275025255471697 0.0037533067952446302 -0.0031351973053010832 0.0031614185963066534 0.0028639299962648964 -0.0029448221236575618 -0.0027331114729472064 -0.0035536336455533721 0.0049164865887574164 -0.0038907932122012644 -0.0018953651586690067 -0.0028280666910194862 0.0019117571191661189 -0.0033777419157089788 -0.0035677597655863844 -0.0018072764141656421 -0.0029805136563576134 0.0012312847051429326 -0.0026296890431897922 -0.0016675757367124689 0.0026192897404229243 -0.001907332513655851 -0.0036457815663479705 0.003155089216817382 -0.00063738398321400982 0.0037424656980332353 0.0018168715897217537 -0.0016107153618144081 0.0028049391621463499 -0.0015436727580707471
leaf_weight=0.47184906166512508 0.22512489557266224 0.50022306258324434 1.6676188356941555 1.4172239851905031 2.1620268389233388 1.0618480859557156 1.1578313534846518 1.4705336365732353 0.2064222991466601 0.34549393528141159 0.67229317151941348 1.6346936636255116 0.557554400875233 0.58071076869964677 0.98690559359965735 0.81846629711799357 0.29037805879488576 4.2001427456270894 0.46999855712056149 0.70167493540793646 5.1643971703015268 0.89081874163821329 0.37922213831916485 1.0878337385365733 1.2603698971215633 0.21852974477224663 1.4606459110509611 0.38746795896440733 0.18944927677512169 8.8430396135663525
leaf_count=41 4 64 551 174 115 299 78 328 1 43 18 180 23 35 208 105 20 109 13 14 232 127 13 89 41 11 106 34 4 830
internal_value=0 -0.000140388 -0.00231894 -3.08552e-05 -0.000205615 -0.000265624 -0.000176551 -0.00245832 -8.03859e-05 -0.000245576 0.00133266 0.000242035 -0.00162259 0.000537818 0.000709565 -0.000921741 0.000832834 7.70402e-05 0.00154767 0.00186658 0.00232119 0.000682088 0.00138172 0.000456955 0.00111953 -0.00102801 0.000515381 0.00218388 -0.00254145 -0.00141619
internal_weight=0 39.5384 1.89274 37.6457 33.501 33.0008 31.9389 1.94238 30.7811 27.5593 3.22179 16.0122 2.19225 13.82 13.2393 11.5471 12.8938 6.26732 6.62645 6.15645 5.45478 5.09096 4.14465 2.72743 2.3482 11.3407 2.27911 2.54949 1.17635 9.06157
internal_count=3910 3541 555 2986 2669 2605 2306 369 2228 2061 167 1008 203 805 770 1053 727 448 279 266 252 236 317 143 130 1052 211 149 212 841
is_linear=0
shrinkage=0.00348457


Tree=270
num_leaves=31
num_cat=0
split_feature=1 3 3 12 40 11 2 15 1447 52 133 48 160 42 51 2 2 49 133 51 3 48 42 160 43 43 15 42 132 130
split_gain=3.40367 1.66719 2.30122 1.62987 1.80468 1.12868 1.07922 1.04247 0.885346 0.931555 0.894641 0.990298 1.03925 1.11638 0.924903 0.867325 0.823823 0.856848 0.813017 0.807334 0.767543 0.712948 0.629394 0.601572 0.853374 1.2197 1.36932 1.42654 0.911196 0.87296
threshold=0.10113500000000002 -0.115685 -0.055684999999999991 -0.071274999999999991 0.34489500000000001 0.08184000000000001 0.14808000000000002 0.079360000000000014 -1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 0.11930500000000001 -0.079234999999999986 -1.0000000180025095e-35 0.13118000000000002 0.11362000000000001 0.11635500000000001 -0.085974999999999982 0.032270000000000007 -0.097124999999999989 0.099570000000000006 -0.09386499999999999 0.10269500000000001 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.08401500000000002 0.12562500000000001 -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 5 23 4 -2 7 8 18 -5 -10 -11 12 -12 -14 -13 -9 17 -4 -1 -19 -21 -15 -23 -3 25 26 -25 28 -28 -26
right_child=3 2 16 6 -6 -7 -8 15 9 10 11 14 13 21 -16 -17 -18 19 -20 20 -22 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.0013113175297397213 0.0017040727426063601 -0.0019052353615920023 -0.0014828464391048919 -0.0017972837139311644 -0.0021205087970556278 -0.0015437280948068994 0.0015674327327901529 -0.0020262945498092559 -0.0019839552741969845 -0.0020855117098330395 -0.00068462770379546325 -0.0015351946290801288 -0.00049728270599409103 -0.00084111100657808938 0.0006863442650864545 0.0015573707472332119 -0.001811908726970315 -0.0015545964062680865 -0.00048173181858310169 -0.00010709853490420701 0.0010107442451728699 0.0014563348272409614 -0.00024232375161722003 -0.001635107217962636 0.00047867037708112272 0.0022674612823438065 -0.0020026555224518117 0.0015251888644724695 0.0022074610327790906 -0.0017446275003044655
leaf_weight=4.2242153147235504 4.5366355362348285 4.2241484061814871 1.6222473056986935 1.0815405170433319 0.53025093302130688 1.1957113225944338 1.6785992560908187 0.95304965996183433 0.84065699414351058 0.67201059265063179 2.4516495275311287 2.0613236045464869 2.2312154350802418 0.69086746312678915 1.1092186365276573 0.35730841010808945 1.2117492200341065 1.1464274520985789 1.2643578299321232 9.7749081035144609 3.1174780405126503 6.6085539292543611 0.96148824458941806 3.4518654488492757 0.75584609084762799 0.54000744456425387 1.1140251005999746 1.4928144670557228 0.24052838445641089 6.7350642501842186
leaf_count=80 301 697 43 38 8 67 82 69 113 23 69 40 50 16 18 4 56 79 34 240 51 203 26 288 45 12 140 36 5 977
internal_value=0 -0.000595299 -0.000777895 0.000308134 0.00130383 0.00021385 6.06699e-05 0.000522951 -7.45225e-05 3.11811e-05 0.000132099 0.000224579 0.000465256 0.000733944 -0.000757986 -0.0010491 -0.000253619 -0.000133049 0.000898267 2.29266e-05 0.000163204 0.00106649 0.00124058 -0.00125466 -0.00106289 -0.000561897 -0.000804447 0.000202563 -0.00125506 -0.00152029
internal_weight=0 43.4218 35.4271 25.454 5.06689 7.99464 20.3871 6.79893 18.7085 17.627 16.7863 16.1143 12.9438 10.4921 3.17054 1.31036 16.8728 15.6611 5.48857 14.0388 12.8924 8.26091 7.57004 18.5543 14.3302 6.83924 6.29923 2.84737 1.35455 7.49091
internal_count=3910 2923 2669 987 309 254 678 187 596 558 445 422 364 295 58 73 469 413 114 370 291 245 229 2200 1503 481 469 181 145 1022
is_linear=0
shrinkage=0.00196165


Tree=271
num_leaves=31
num_cat=0
split_feature=4 12 3 151 1348 14 3 49 16 475 2 16 50 47 16 130 0 0 4 2 4 159 52 13 158 3 43 15 11 43
split_gain=3.60403 2.81986 1.5004 1.49194 1.10285 1.33387 1.23877 1.10122 1.07413 1.18188 0.834229 0.9812 0.747876 0.759162 0.943655 0.780516 0.738154 1.09949 0.937956 0.721716 0.871539 0.720571 0.785239 0.819223 0.718599 0.856359 0.776029 0.761521 0.848283 0.705734
threshold=0.27020000000000005 0.080120000000000011 0.097615000000000021 -0.27336999999999995 0.088030000000000011 0.077685000000000018 -0.013944999999999997 -0.22390499999999999 0.10994000000000002 -0.070074999999999985 0.089910000000000004 -0.17157499999999998 0.11901000000000002 0.096475000000000019 -0.53943499999999989 0.086635000000000004 0.37339500000000009 -0.061994999999999995 -0.0010999999999999996 0.083945000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074484999999999982 -0.0097449999999999985 1.0000000180025095e-35 -0.097604999999999983 -0.17307499999999998 0.079360000000000014 0.08184000000000001 -0.090634999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 6 16 -3 9 -8 19 -12 13 15 -15 -5 17 18 29 20 -11 -13 23 -23 25 27 -27 28 -9 -1
right_child=3 2 -4 12 -6 -7 8 24 -10 10 11 21 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00042171642358480784 -0.0017530093968539488 0.00039997333501431851 0.00056757389527928466 0.0016264905886389089 0.0021953523863044041 -0.0019513469225284968 0.0015519605648857352 0.00048628290572643059 -0.0012134831081996834 0.0011498922364303994 -0.00095242099252462287 -0.0010030658886123402 -0.00059816544690555282 0.0016029392788336689 -0.00081252878641236131 -0.0011150327435483496 -0.000756894868331708 0.0019090769977948346 -0.0017937361133078178 -0.0016837905117657779 -0.00096977807346839535 0.0017812404739456511 0.0015673873734758938 -0.00057878528380682066 -0.0019787050625459279 0.00045629313056747115 -0.0012735242256185248 -0.001417308431919566 -0.0013053844007933752 0.0018141759872854926
leaf_weight=0.92951555363833938 0.81133888475596805 1.9936256676446671 2.5043703839182845 6.0447162543423456 0.79724625311791797 1.3136876809876401 1.5654412955045813 3.6025863527320388 3.3180502608884117 1.088923267554492 2.0877740727737608 0.91333075379953754 1.0344821773469437 1.012805884703994 1.398561183363199 0.40226448932662595 1.0017922632396219 2.6151814134791591 0.66220170259475741 2.0341890924610198 1.9956123232841392 0.74691035039723574 2.6273783636279155 1.8757660598494119 2.8174724222626528 0.99644110910595429 17.212624228792258 1.8800906515680251 1.3082912939134983 1.1433965368196366
leaf_count=27 20 46 32 365 16 44 30 113 127 30 38 28 19 17 30 21 11 84 27 55 48 43 69 27 282 35 1971 123 100 32
internal_value=0 -0.000470492 -0.000849214 0.000731412 -1.23994e-05 -8.03075e-05 1.95874e-05 -0.000968235 -0.000232663 -1.47631e-05 -0.000198206 0.00017674 0.000935166 0.00111423 0.000202 0.00145543 0.000744456 0.00102557 0.000180803 -0.000802603 -0.000221478 0.00055923 0.000831016 9.3325e-05 -0.00106629 -0.000963464 -0.00117886 -0.000385897 8.97052e-06 0.000811578
internal_weight=0 59.0319 32.3155 10.7042 26.7164 25.9192 24.6055 29.8111 18.2534 14.9353 13.3699 8.25116 9.89283 8.85835 2.41137 6.44698 6.35209 5.3503 2.73511 5.11872 3.08454 6.16339 5.25005 2.62268 27.8175 25 18.2091 6.79097 4.91088 2.07291
internal_count=3910 3438 2702 472 736 720 676 2670 495 368 338 205 452 433 47 386 181 170 86 133 78 167 139 70 2624 2342 2006 336 213 59
is_linear=0
shrinkage=0.00190575


Tree=272
num_leaves=31
num_cat=0
split_feature=1 39 3 3 3 4 47 50 51 48 3 44 122 15 14 151 15 42 2 16 15 0 42 13 49 160 43 43 15 42
split_gain=4.86332 2.15211 2.07603 2.00006 1.99004 1.77205 2.38414 1.60963 1.56468 1.46527 1.39589 1.15765 1.21675 1.05911 1.03289 1.01809 1.17375 0.885449 0.847484 1.03391 1.67006 0.79843 0.79224 0.782497 0.782325 0.754064 0.846426 1.36555 1.44493 1.56332
threshold=0.094485000000000013 0.084155000000000021 -0.115685 0.16699000000000003 -0.055684999999999991 -0.034289999999999994 0.096300000000000011 0.10976000000000001 -0.40274499999999996 0.12862000000000004 -0.074234999999999982 0.086480000000000015 0.089350000000000013 -0.008624999999999999 0.077685000000000018 -0.0074049999999999993 -0.091024999999999981 0.089925000000000019 -0.013084999999999998 0.15100500000000003 0.041585000000000004 0.14676000000000003 -0.097204999999999986 0.17936000000000002 0.14121000000000003 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 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=2 3 14 5 25 24 7 9 -3 22 -8 12 -10 15 17 16 -6 23 -15 20 -20 -21 -7 -1 -2 -4 27 28 -27 -30
right_child=1 8 4 -5 13 6 10 -9 11 -11 -12 -13 -14 18 -16 -17 -18 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00088074463526373759 -0.0013906412317477683 -0.0018486982459352571 -0.0017331819400520157 0.0011589924727903249 0.00039578134043402748 -0.00069042772228271603 -7.0888227477413125e-06 -0.0014953740402108605 0.0015979592926591822 -0.0013175823067926762 -0.0016349587786257649 -0.0012076162370606692 -0.00075299104252164576 -0.0017791092287122018 -0.0017446819056889239 -0.0014798112376273613 -0.0014919241026520899 -0.00085583812196842314 0.0016034184755162541 -0.0014954839646796993 -0.0003932638797046007 0.00045206950029039915 0.00099784479997313429 -0.00079191558761417089 0.00067579471875434268 -0.0014452979184429095 -0.0013510809484694308 0.0018446003459588408 -0.0011449872036246242 0.0012479021936363998
leaf_weight=5.0170986857265216 4.3438526936806765 0.54094350151717652 5.1669318398926434 3.5056909359991542 2.8227738430723548 0.89286277443170803 2.9818745572119951 1.1251662103459228 6.2351567558944208 1.005412702448665 3.1956771514378479 0.55766787473112334 0.71901133470237244 0.66973742656409729 0.79010794358327974 3.6402909411117452 1.4652546234428889 1.5167966205626724 2.6681774128228408 1.4402962625026705 2.2706404156051576 1.0776504706591366 9.2093333192169684 0.97880014358088363 0.61209752596914757 4.2312801121734083 8.8668009133543801 0.6249889261089282 1.5635163290426137 1.6362140742130575
leaf_count=82 253 10 664 148 35 14 69 35 310 12 82 10 11 19 72 149 31 30 39 52 56 10 221 45 12 284 970 12 139 34
internal_value=0 0.000186242 -0.000658978 -4.63006e-05 -0.000827768 -0.000227133 1.73724e-05 0.000454988 0.00096223 0.000652554 -0.000849194 0.00116465 0.00135489 -0.000369288 0.000116471 -0.00081427 -0.000249263 0.000312208 6.48423e-05 0.000230459 0.000685436 -0.000661955 0.00084863 0.000607691 -0.00113542 -0.00116099 -0.000986287 -0.000584779 -0.000789103 7.86407e-05
internal_weight=0 34.9247 46.4474 26.872 38.1446 23.3663 18.4103 12.2328 8.05278 11.1076 6.17755 7.51184 6.95417 16.0548 8.3028 7.92832 4.28803 7.5127 8.1265 7.45676 4.93882 2.51795 10.1022 5.9959 4.95595 22.0897 16.9228 8.056 7.43101 3.19973
internal_count=3910 1187 2723 846 2494 698 433 282 341 247 151 331 321 391 229 215 66 157 176 157 95 62 235 127 265 2103 1439 469 457 173
is_linear=0
shrinkage=0.00171125


Tree=273
num_leaves=31
num_cat=0
split_feature=4 1348 11 484 1213 14 3 160 150 156 3 43 42 151 38 3 12 3 4 0 457 16 0 13 133 4 2 150 1 159
split_gain=0.896869 0.793593 1.04171 0.889503 0.760607 0.792423 0.736718 0.813151 0.69813 0.681167 0.681967 0.820536 0.920429 0.66917 0.632259 0.667114 0.845094 0.843871 0.543755 0.880943 0.801841 0.98256 0.580142 0.561278 0.633226 0.644343 0.638164 0.532698 0.605031 0.587377
threshold=0.27020000000000005 0.093505000000000019 0.08184000000000001 -0.0043499999999999988 -0.082704999999999987 0.077685000000000018 -0.14539499999999997 -0.40446999999999994 0.094545000000000018 0.097775000000000015 -0.078884999999999997 -0.074254999999999988 -0.094739999999999977 -0.27336999999999995 1.0000000180025095e-35 0.12566000000000002 0.088375000000000023 -0.016619999999999996 -0.083329999999999987 -0.10575999999999998 0.085130000000000025 0.0015250000000000001 -0.045139999999999993 0.16421000000000002 -0.090054999999999982 -0.08422499999999998 0.092340000000000019 0.081245000000000026 0.11774500000000002 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -1 10 18 12 -12 -2 15 16 17 -13 23 -20 22 -22 -21 24 -9 26 -26 28 -15 -30
right_child=13 -3 -4 4 5 -7 7 9 -10 -11 11 14 -14 27 -16 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0039598549218296808 -0.0036517163380505695 0.0044156659680783346 -0.0043463317234041137 -0.004272551390905795 0.0021907280848358171 -0.0041323387089083593 -0.0039300423130172414 -0.0043067089965867188 0.0020488564139793889 -0.0036544217950632281 -0.0017508981926731128 0.0042352052121417162 0.0030518064558334376 -0.00019337411688627557 -0.0035247190896424744 0.002078408313686989 -0.0031549309273812675 -0.00025693331621828614 0.0012342271375306189 -0.0043257428941249013 -0.0042928500032193206 0.0046602123927401559 0.0024725851946311968 -0.0044151086246518858 -0.0013049710366981665 0.0053895283145044305 0.0041975529967924708 0.0043339229747342911 -0.0038514268607431272 0.003679105909288027
leaf_weight=2.0550392728764559 0.48165434878319491 0.56007641204632719 1.3119023557519529 0.84459952323232101 2.3277422505198109 0.89177377498708565 1.0502313855686356 0.34017820062581527 0.41471406398341049 0.94838929094839741 0.89715545950457443 0.83958385023288418 3.45302518794779 3.0856979833915821 0.87772760598454702 2.6042781800497332 1.5801237804116679 6.7166425808099834 1.281142175663273 2.8803913579322504 0.38839218718931068 0.50084873661398888 0.24290322791782726 0.37721890187822271 1.1553023892920471 0.66365397558548567 0.55772293265908945 1.0022809213260186 0.20781567762605835 1.6722812083316965
leaf_count=553 20 20 158 326 60 51 251 52 20 128 33 25 200 119 31 84 275 190 36 668 50 6 6 39 140 25 11 100 7 226
internal_value=0 -0.00057339 -0.00065277 -0.000509785 -0.000317898 -0.000208653 -9.07711e-05 -0.000284913 -0.00295089 -0.000139379 -7.90764e-06 0.000479184 0.00206133 0.00113809 -6.62599e-05 0.000192294 -0.000345335 0.000242195 -0.0009933 -0.00181561 -0.00278938 0.000749799 -0.00379703 0.000413599 0.00108404 0.00185562 0.000486528 0.00152465 0.000957635 0.00284672
internal_weight=0 35.7608 35.2007 33.8888 31.419 30.5744 29.6827 27.3549 2.46975 26.3047 25.3563 16.9685 4.35018 6.44973 12.6184 11.7406 9.13635 7.55623 8.38775 5.29368 4.01254 0.889241 3.12329 3.09408 2.71686 2.37668 1.71303 5.96808 4.96579 1.8801
internal_count=3910 3438 3418 3260 2687 2361 2310 2250 573 1999 1871 838 233 472 605 574 490 215 1033 766 730 56 674 267 228 176 151 452 352 233
is_linear=0
shrinkage=0.00422446


Tree=274
num_leaves=31
num_cat=0
split_feature=1 0 2 15 47 4 1426 159 128 52 12 151 4 16 4 2 457 133 50 403 3 42 16 41 39 160 1 16 48 0
split_gain=0.800728 0.887918 0.716563 0.704033 0.741836 0.731612 0.63258 0.722897 0.675211 0.756103 0.778004 0.699938 0.62853 0.613269 0.593059 0.547003 0.599005 0.626914 0.534625 0.508903 0.565291 0.674492 0.576405 0.442803 0.466194 0.472642 0.435648 0.699965 0.433491 0.948033
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.090505000000000016 0.087850000000000025 0.22584000000000001 -1.0000000180025095e-35 0.073745000000000019 0.086435000000000012 -0.0066199999999999991 -0.041094999999999993 -0.087654999999999983 0.0057500000000000008 -0.50763499999999995 -0.23071499999999998 1.0000000180025095e-35 0.085130000000000025 0.086895000000000014 0.10119500000000002 0.090530000000000013 -0.5217799999999998 0.09901500000000002 -0.083564999999999987 0.082980000000000012 -1.0000000180025095e-35 -0.23073999999999997 0.10786000000000001 -0.54165499999999989 0.091555000000000011 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 6 -5 -2 8 9 10 -8 -12 -13 -1 -9 -15 -17 -18 23 20 -3 22 -22 24 -11 -26 27 -6 29 -24
right_child=2 19 -4 5 26 -7 7 14 -10 18 11 12 -14 15 -16 16 17 -19 -20 -21 21 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00050352677666868728 -0.0038821932996835522 0.0036354220143948596 0.002601241765134636 -0.0027423917559395578 0.0030174679302848711 0.0015756955162666106 0.0022234383278732952 -0.0022863605435152049 -0.0035069149241236663 -0.0026572949440404128 0.0016149042689123361 -0.0026761665944747739 -9.329562374123479e-05 0.0035820241647515523 0.0026899223930949901 -0.0033229117065778405 -0.0033580140423591729 0.0024668750270145879 -0.0018978855309672547 -0.003057840626044877 0.0015831025464625201 -0.0034401673632557805 -0.0032896716684765698 -0.0014579771154033039 -0.00054638360058170579 0.0021858033302751571 -0.00017121155543670292 -0.0025640078123994577 0.0013679699996695491 9.8244063322733589e-05
leaf_weight=0.88011602242476961 0.33455700904597918 0.4211528981104492 1.1462826828937966 1.7510203605052077 0.26698227785527739 0.53734866529703129 0.97909390355925996 0.28073338279500637 0.46815528138540763 0.25270265433938366 0.91628899588249613 2.2096908692037789 1.784681648481637 0.15065714018419551 2.3666342028882346 3.1977620265679438 0.3528949882602318 0.4290032503195107 0.55626387405209232 0.62064385076519091 1.9143605131539514 0.62449198751710344 1.2758897515013807 0.52171369805000711 0.76194533903618289 5.1347854363266086 4.6299067130312324 1.9936583088710893 1.0273778514238072 2.6910924544790751
leaf_count=44 43 8 140 318 5 8 88 36 57 14 28 165 27 2 198 899 29 22 51 104 100 167 478 45 31 318 184 162 41 98
internal_value=0 -0.000867232 9.69548e-05 -1.45422e-05 0.000152652 -0.00172843 0.000523908 0.000614718 0.000313156 0.000449496 -0.000411448 -0.000936795 -0.00152214 -0.00194989 0.00216223 -0.00247268 -0.00270189 -0.000162079 0.0011511 -0.000234629 -1.43458e-05 -0.00021839 7.28321e-05 0.00140533 0.00164825 0.00183276 -0.000739976 -0.00190483 -0.000506061 -0.000991402
internal_weight=0 13.5854 26.8924 25.7462 23.4578 2.28837 16.5672 16.2327 13.5853 13.1172 5.88976 4.91066 3.99437 5.01043 2.64737 4.13032 3.97966 0.781898 7.22741 8.57501 7.95437 7.53321 6.90872 6.67115 6.14943 5.89673 6.89055 2.26064 4.99436 3.96698
internal_count=3910 1992 1918 1778 1452 326 1101 1058 824 767 308 220 192 996 234 952 950 51 459 996 892 884 717 408 363 349 351 167 617 576
is_linear=0
shrinkage=0.00323714


Tree=275
num_leaves=31
num_cat=0
split_feature=1 12 1 13 484 3 3 4 15 47 3 1 147 38 48 47 14 42 15 52 51 403 133 15 4 3 3 52 15 49
split_gain=4.22185 1.90383 2.18009 1.94954 1.63815 1.51965 1.84783 1.2499 1.19003 1.78415 1.3057 1.24139 1.03741 0.981917 1.07432 1.86152 1.35633 0.929081 0.896497 0.802317 0.976219 0.982636 0.956237 1.13923 1.03849 0.849869 1.52805 1.19312 0.901787 0.786218
threshold=0.094485000000000013 0.090840000000000018 0.13026000000000001 -1.0000000180025095e-35 -0.0043499999999999988 -0.115685 -0.032959999999999996 0.5092350000000001 0.024640000000000006 0.096475000000000019 0.12046500000000002 0.14071500000000001 0.074865000000000015 0.13219500000000003 0.016865000000000002 0.096300000000000011 0.11127500000000001 0.088915000000000008 0.079360000000000014 0.086950000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083815000000000014 0.041585000000000004 0.0021050000000000005 -0.078884999999999997 -0.078494999999999995 0.084735000000000019 0.096305000000000016 -0.088329999999999978
decision_type=2 2 2 2 2 2 2 2 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 13 -1 17 19 12 9 10 -5 -11 -3 14 15 16 -2 18 -6 20 -7 -22 25 24 -24 27 -27 -23 -28 -8
right_child=1 2 -4 8 5 6 29 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0016951592099855315 0.0014840764463591545 -0.0012474313597447861 0.0011034893837605518 0.0012874001783898317 0.00085772972388534706 -0.0017759652123211548 -0.0016425921273788011 0.0013018115268826811 -0.0011863634195025468 -0.0014249291639043945 -0.00031790808278961126 0.00077515377715889626 0.0011865032653229767 -0.0014167858483042004 0.001832208183771716 -0.0013459157437376577 -0.0020401640736396167 -0.00097316930450535482 -0.00080392947321650569 -0.0016239582474772891 -0.0015293552436010634 -0.0017358463493500665 -0.0018024615392491529 0.0016231611792174546 0.0008675933539688262 0.0028485028926259629 -0.0017918633163017846 0.00068741880244860135 0.001827435066106625 -4.6371733484396112e-05
leaf_weight=3.7936172194313249 3.9926606384105945 6.6651389088947308 2.3105882117524734 4.9612923199310917 4.8640554905869058 2.5474040075205258 1.0233396925032128 0.76486741751432408 2.0039714332669964 2.4597839037887756 2.2608427656814456 1.1554114893078802 0.58381032664328802 0.46347014047205526 4.4236820316873491 1.1156723070889709 0.36537040024995793 1.6208156608045099 1.2512945407070217 4.9271895943675181 2.537508253240957 2.8755530179478188 0.89513397449627541 1.4379327734932301 0.89093366777524352 0.50192851852625597 0.80476294877008203 0.79499672213569272 0.28602044191211462 12.493474849965422
leaf_count=485 240 324 76 148 86 283 23 19 43 55 37 10 17 8 189 17 4 48 49 703 366 186 64 28 26 4 71 32 7 262
internal_value=0 0.000230631 -0.000394811 0.000508938 -0.000595917 -0.000491015 -0.000659285 -0.000826809 5.30782e-05 0.000282268 0.000784869 -0.000721786 -0.00105141 0.00107393 0.00119057 0.000672013 0.00118861 0.000205368 0.000517729 -0.00101882 -0.000799131 -0.000573422 -0.000287619 0.000463251 -0.000470574 -0.000747563 0.000320462 -0.001211 -0.000842827 -0.000167219
internal_weight=0 33.5266 10.3244 23.2022 43.546 39.7523 32.0162 8.01382 12.8413 10.8373 7.22214 3.6152 7.24895 10.3609 9.89739 5.4737 4.35803 7.73617 6.11535 18.4994 13.5722 11.0248 8.48726 3.224 1.78607 5.26326 1.59271 3.67055 1.09078 13.5168
internal_count=3910 1187 436 751 2723 2238 2055 360 293 250 185 65 341 458 450 261 244 183 135 1770 1067 784 418 118 90 300 82 218 78 285
is_linear=0
shrinkage=0.0017508


Tree=276
num_leaves=31
num_cat=0
split_feature=9 484 15 150 401 133 52 1374 160 150 133 42 1365 133 15 14 160 151 1 2 2 16 12 133 42 14 2 15 1 123
split_gain=0.780168 0.717021 0.774911 0.73415 0.643819 0.592236 0.744967 0.650917 0.667363 0.743803 0.989659 0.706201 0.806169 0.727769 0.680394 0.691983 0.635807 0.69905 0.841788 0.62137 0.604545 0.796233 0.742244 0.585999 0.584604 0.480203 0.451647 0.641655 0.440348 0.437725
threshold=-0.016839999999999997 -0.0043499999999999988 -0.26361999999999991 0.097030000000000019 0.10328000000000002 -0.26719999999999994 -0.51745999999999992 0.096950000000000022 -0.092169999999999988 -0.22988499999999998 -0.031394999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.19121000000000002 -0.19153499999999998 0.078335000000000016 0.087825000000000014 -0.27336999999999995 0.10113500000000002 0.088675000000000018 0.075670000000000015 -0.088144999999999987 0.099370000000000014 0.098810000000000023 -0.082904999999999993 -0.46879999999999994 0.09116500000000001 -0.073314999999999991 0.083930000000000018 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 25 29 5 -4 -7 8 9 -8 -11 24 13 14 -13 16 17 -16 20 -18 21 -19 23 -22 -10 -3 -21 -28 -23 -2
right_child=1 2 4 -5 -6 6 7 -9 11 10 -12 12 -14 -15 15 -17 19 18 -20 26 22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0034102237368955545 -0.0031319568457221273 -0.00064373914285757619 -0.0029633088468297535 0.0018902584513332463 -0.0035636697813576684 -0.0035754282823903202 0.0024883375517369402 -0.0036111409595433338 -0.00029551937358994875 0.0020219024264123168 -0.0034249882513502456 -0.0022925896082258944 -0.0030248006118473261 -0.0036567765446307945 -0.0032894388022173043 -0.0023437690697520937 -0.0030745350843974294 0.0030122417663045612 0.002737054928684847 0.0028302768236482217 0.0018987527653578505 0.0026788066092036933 -0.0014707586081970248 -0.0015137747371593113 -0.0030509916881354096 0.0027219013524684053 0.0015015973757285847 -0.0022533035759496577 -0.0035318666714622723 0.003272651438942981
leaf_weight=0.72348178317770262 2.3536082401988097 0.76068683131597969 0.97386941395234217 0.51385426800698031 0.749477960227522 0.78160227864281751 0.48113515600562129 0.63932528649456699 3.6489697867655195 0.5272741090157077 2.0609788154251967 0.92503100074828992 0.80927426635753263 0.4980179475969625 0.41057261032986048 0.83442209661006828 0.81969654862768893 0.42691416083835054 4.2622528962092465 0.73375668842345509 7.3364867454511096 0.16761560738084469 1.1267479546368111 0.69321960466913868 1.319615442014771 1.7872806397499506 1.1505008549429483 1.1408289860701182 1.0067677296465261 0.14244640385732044
leaf_count=121 577 35 210 21 174 231 5 36 367 37 378 30 39 182 55 30 54 23 234 15 326 3 43 24 286 187 32 38 106 11
internal_value=0 -0.000307875 -0.000169064 -0.00197146 -0.000312419 -0.000238071 -0.000154614 -6.8419e-05 6.13484e-06 -0.00156237 -0.00231536 0.000182415 0.000451451 0.0005821 0.000682459 0.000819308 0.000956236 0.00127787 0.00140272 -0.000334608 0.000874052 -0.00113707 0.00122576 0.00160414 -0.00102735 0.0017171 0.00040782 -0.000367928 -0.00264544 -0.00276645
internal_weight=0 39.0822 36.0723 3.00991 33.5244 32.7749 31.801 31.0194 30.3801 3.06939 2.58825 27.3107 22.3421 21.5328 21.0348 20.1098 19.2754 15.4306 15.02 3.84478 10.7578 1.6013 9.15645 8.02971 4.96859 2.54797 3.02509 2.29133 1.17438 2.49605
internal_count=3910 3789 3180 609 2958 2784 2574 2343 2307 420 415 1887 1234 1195 1013 983 953 814 759 139 525 132 393 350 653 222 85 70 109 588
is_linear=0
shrinkage=0.00354779


Tree=277
num_leaves=31
num_cat=0
split_feature=1456 1 1365 2 15 12 3 52 1374 484 0 3 52 1213 13 15 151 122 3 9 48 13 41 3 16 1213 16 15 42 15
split_gain=0.704014 0.689323 0.601999 0.613653 0.732133 0.706978 1.08082 0.640004 0.591686 0.614576 0.745055 0.621628 0.634753 0.602697 0.538558 0.533424 0.533178 0.526041 0.519228 0.581146 0.504665 0.544377 0.487907 0.59317 0.466111 0.460674 0.44984 0.397457 0.393439 0.393854
threshold=-1.0000000180025095e-35 0.094485000000000013 0.087665000000000007 0.14808000000000002 0.035895000000000003 0.092365000000000017 0.11265500000000002 -0.40083499999999994 -0.094679999999999986 -1.0000000180025095e-35 -0.23029999999999998 -0.115685 0.11401500000000002 -1.0000000180025095e-35 -0.079119999999999982 -1.0000000180025095e-35 -0.035524999999999994 0.085320000000000021 -0.089974999999999986 0.083710000000000021 0.084260000000000015 -0.10241499999999999 0.081670000000000006 -0.10628499999999998 -0.053084999999999993 0.045210000000000007 0.51388000000000011 -0.11739999999999999 0.088915000000000008 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 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 8 3 4 5 6 7 -3 -2 -10 -11 28 13 -13 -6 20 -1 -9 -17 25 21 -15 23 24 -7 -20 -25 -22 29 -12
right_child=1 2 -4 -5 14 22 -8 17 9 10 11 12 -14 15 -16 18 -18 -19 19 -21 27 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00084706748214156578 -0.0036083545244003641 -0.0032990475423309244 -0.0029867503729648129 0.0029102385126917752 0.0016976187417873699 0.0037457230290677173 -0.00014466487696124854 0.0024978011573177018 -0.0032292788956783443 0.0022317729684673115 0.0017531674726386107 -0.0031989045446574604 -0.003201451654075912 0.0013888342589317218 -0.0022373323046645383 -0.0018546810670482076 -0.0032408638771438845 -0.0019362396922953653 0.0010239211824668362 -0.0032271496029702899 -0.002930291730871806 -0.0032378402803309881 -0.0031580985154074669 -0.0024691812760961268 -0.00044277483975552429 -0.0022482257714660195 0.0010001205186518304 0.00023696183474485573 -0.0013557583505488021 -0.0010675999933911315
leaf_weight=0.43255712802056212 0.60381697060074913 0.21978860691888069 0.52323529822751957 0.98610237298999059 0.44530426163692061 0.57074249675497413 4.2414266738342121 4.7500796287786216 0.75254161498742433 1.1078038930427343 2.4568997363094329 0.83182030828903464 1.0104260870721198 0.30630646285135288 1.675669357064179 1.1211782337050005 1.2708673801971588 0.28698031976819027 5.2878271349472579 0.39625380793586362 0.49232051422586698 1.6053925353335277 0.63445680728182186 1.0802761769155029 0.50787266856059476 0.4742244537337682 0.58153670048341166 2.1547749286983162 0.7754380921833216 0.62881830241531123
leaf_count=41 46 32 20 136 19 25 174 354 354 24 81 427 276 11 140 125 328 10 288 36 69 330 18 98 73 163 20 99 46 47
internal_value=0 -0.000111052 0.000370096 0.000480008 0.000320181 0.000605439 0.00104971 0.00201337 -0.000507966 -0.000411478 -0.000297774 -0.000457522 -0.000775586 -0.000582126 -0.00141118 -0.000398257 -0.0022028 0.00224518 0.000135993 0.000498414 -0.00125135 -0.00249652 -0.00064491 -6.30635e-05 0.00177354 0.000754619 -0.00125513 -0.0003521 0.000669417 0.00117834
internal_weight=0 36.5093 16.5035 15.9802 14.9941 12.8732 9.49828 5.25685 20.0058 19.402 18.6495 17.5417 13.6805 12.6701 2.12097 11.8383 1.70342 5.03706 7.27948 6.15831 4.55879 1.9117 3.37488 2.74043 1.07862 5.76205 1.66181 2.6471 3.86116 3.08572
internal_count=3910 3541 1119 1099 963 804 570 396 2422 2376 2022 1998 1824 1548 159 1121 369 364 612 487 509 341 234 216 98 451 118 168 174 128
is_linear=0
shrinkage=0.00318037


Tree=278
num_leaves=31
num_cat=0
split_feature=1 39 3 484 51 3 3 403 48 457 2 15 52 43 12 2 52 42 484 47 1 15 15 3 4 47 49 48 16 11
split_gain=4.06978 2.16357 1.80798 1.60403 1.5505 1.45411 1.84957 1.27009 1.2014 1.86199 1.4349 1.10901 0.966424 1.26858 1.29946 1.16071 0.953085 0.942787 0.897951 0.883781 1.14374 0.834969 0.797687 1.27558 1.05 0.890242 0.795789 0.77538 0.77469 0.759215
threshold=0.094485000000000013 0.084155000000000021 0.30601500000000009 -0.0043499999999999988 -0.40274499999999996 -0.115685 0.084925000000000014 -1.0000000180025095e-35 0.12675000000000003 0.081330000000000013 0.1178 -1.0000000180025095e-35 0.10599500000000002 -0.082689999999999986 0.088375000000000023 0.085155000000000022 0.024145000000000003 0.088915000000000008 -1.0000000180025095e-35 0.13206500000000002 0.13084000000000004 0.079360000000000014 -0.094924999999999995 0.10420500000000001 0.28937500000000005 0.093315000000000023 -0.045959999999999994 0.086870000000000017 0.0015250000000000001 -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 8 -1 -3 17 7 -7 9 10 18 27 13 -13 15 -15 -10 21 -2 20 22 -5 23 25 29 -20 -11 -9 -29 -24
right_child=1 4 -4 5 -6 6 -8 11 16 26 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0019707981846614538 -0.002111630929781734 -0.0021848078930111993 0.0015724397894452866 0.0010133117583676049 0.0014738819564002702 -0.0019457370875197695 6.43521913507673e-05 -0.0017821054724945125 -0.0021520324057286277 0.0020913690817299167 0.001118016061793692 0.00091276166803922767 -0.00208939242352297 -0.00098249486132179773 -0.0020824572825147046 0.0012184304710419842 0.00018876779400883761 -0.0011434873469486405 0.0017315523246450642 -0.0023506499552443144 0.0018931539736766038 -0.00095603601218038979 0.0021498103346277637 -0.0014104765924252756 0.0021063217566927046 -0.00024927372183892056 -0.00032980575530232678 -0.0015861027417682855 0.00072539038040715566 -0.001410517779655856
leaf_weight=3.7713559977710238 1.3662192155607176 0.51331385411322106 2.5860217474400988 4.5286725899204603 6.8183942083269349 5.2023285352624979 8.0997817041352373 5.6539595795329713 2.140657152049243 2.1644660173915331 2.5131905796006313 3.1053876574151209 1.1830987813882519 2.3049599353689691 1.8821012184489516 1.7277744517195968 1.0778182204812763 1.5882888589985666 1.9470769139006781 0.8716569887474187 0.95849261898547489 1.1034929747693238 0.26034825295210584 1.5480348467826841 0.42254704330116499 1.7991373264230786 0.75450986996292968 1.1676787980832162 1.22388703469187 4.7592804639134387
leaf_count=485 80 10 136 86 331 746 129 516 49 44 79 73 133 107 174 50 17 48 37 18 20 49 5 19 14 31 28 85 42 269
internal_value=0 0.000247239 -3.54575e-05 -0.000706876 0.00121773 -0.000583932 -0.00077201 -0.00106088 -0.000219577 -2.8686e-05 -0.000293893 -0.000808628 -0.000364226 -0.000137952 -0.000689594 -3.9536e-05 -0.00136813 0.000237906 -0.000548572 -0.000378639 -0.000231659 0.000627463 -0.000421352 0.000139684 -0.000967137 0.000780251 0.00146553 -0.00137222 -0.000403193 -0.00122586
internal_weight=0 32.5012 25.1695 42.5428 7.33171 38.7714 31.551 23.4512 22.5834 19.365 16.446 18.2488 10.2033 9.02022 5.91484 4.03273 3.21848 7.22045 13.9328 12.5666 11.6949 5.63217 10.7364 5.29425 5.44218 3.74621 2.91898 8.04553 2.39157 5.01963
internal_count=3910 1187 846 2723 341 2238 2055 1926 710 644 572 1180 537 404 331 157 66 183 493 413 395 135 375 87 288 68 72 643 127 274
is_linear=0
shrinkage=0.00203011


Tree=279
num_leaves=31
num_cat=0
split_feature=31 2 484 123 403 475 1213 453 1446 15 1 48 44 403 51 51 13 133 1 52 160 133 1375 457 41 1374 0 158 1 43
split_gain=0.673361 0.654123 0.723222 0.699112 0.648368 0.597997 0.514588 0.50606 0.533051 0.48089 0.515032 0.636082 0.560196 0.565681 0.541013 0.591297 0.604183 0.46969 0.469091 0.464025 0.473669 0.665964 0.566891 0.527999 0.540596 0.559911 0.691833 0.617276 0.572291 0.649332
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 0.086020000000000013 -1.0000000180025095e-35 -0.086424999999999988 -1.0000000180025095e-35 0.10963500000000002 0.091660000000000005 0.10363000000000001 0.14000500000000002 0.12675000000000003 0.088980000000000017 0.092300000000000007 0.13474500000000003 -0.07742499999999998 -0.5337599999999999 -0.26719999999999994 0.10937500000000001 -0.42985499999999993 -0.092169999999999988 -0.031394999999999992 -0.012944999999999998 -0.0015249999999999997 0.081095000000000014 -0.094679999999999986 -0.23029999999999998 0.084710000000000021 0.10113500000000002 -0.24333999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 8 9 10 11 12 13 14 15 -3 -17 -8 -18 -19 21 -21 -23 -22 25 -25 -27 28 -28 -30
right_child=1 3 4 -5 6 -7 17 -9 -10 -11 -12 -13 -14 -15 -16 16 18 19 -20 20 23 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0033645876672492685 -0.0032325599106167845 -0.00095108480416548761 0.0034754111242842932 0.0028051851891635021 -0.0036312524849494371 -0.0030416964920108478 -0.0036805742982531113 -0.0036986961160914837 -0.0036831028923762455 -0.0017312664972137565 0.0039893398934845881 -0.0021020365918791332 -0.0037466243918080769 -0.0033920124670664487 -0.0030285353293231774 -0.0035388829044679195 0.0012938549712343426 -0.0036195640039724088 0.003453053866782681 0.002604041317331406 -0.0022344591757094295 0.0030578131534624172 -0.0033604008547013188 -0.0023019868288146755 -0.00274373009845057 0.0038052493013159589 0.0002399785163351214 -0.002850877095901018 -0.00021448056247734464 0.0034058530014125623
leaf_weight=0.66015276883263041 1.3435480560292514 1.3788181217969313 0.20013497443869721 1.2927622731076542 0.57806091045496089 1.8797134172637042 0.4831777599756667 0.44786508497782129 0.44495156372431743 1.3344948936719436 0.53084338014014143 1.1887841619318358 0.35532728955149728 0.38984146987786594 0.4060061019263238 0.28206694847903335 5.4081537018064427 0.46763448067941737 1.6985797473462296 0.39106538973283056 1.0424432517029441 0.20088469551410559 1.47414451627993 0.81661888316740139 0.66390401124954301 0.89061519131065203 7.9209569051162685 0.65575938136316914 0.98348296061158214 1.8036698062205685
leaf_count=113 472 177 6 146 197 721 118 15 55 158 63 45 13 34 35 7 308 116 122 24 78 10 253 48 35 11 390 54 10 76
internal_value=0 -0.000287518 -0.0006852 0.000284293 -0.000517859 -0.00241458 -0.000303141 4.9259e-05 0.000174359 0.000306664 0.000540339 0.000375508 0.000672446 0.000836635 0.00101633 0.00120364 0.00160573 -0.000195025 0.00180992 -9.77385e-05 3.94661e-08 -0.00160743 -0.00259067 0.000224786 0.000411435 0.000571691 0.000763188 0.000524774 0.000731498 0.00212837
internal_weight=0 36.9543 21.7958 15.1585 20.4523 2.07985 18.3724 13.8657 13.4179 12.9729 11.6384 11.1076 9.91879 9.56347 9.17362 8.76762 7.3888 17.7944 7.10673 17.3112 16.8435 2.06609 1.67503 14.7775 13.735 13.0711 12.2545 11.3639 10.7081 2.78715
internal_count=3910 3797 2619 1178 2147 727 1420 1032 1017 962 804 741 696 683 649 614 437 1223 430 1105 989 287 263 702 624 589 541 530 476 86
is_linear=0
shrinkage=0.00358424


Tree=280
num_leaves=31
num_cat=0
split_feature=1 12 3 40 51 3 3 4 47 50 48 40 2 15 0 2 403 15 124 457 12 52 48 48 46 402 12 13 0 0
split_gain=2.60757 1.41427 1.31316 1.11629 1.17672 1.10283 1.34647 0.97879 1.69042 1.48554 0.868282 0.730747 0.719616 1.15722 0.73989 0.698075 0.672639 0.843997 0.680771 0.661727 0.658391 0.618677 0.614106 0.845355 0.611974 0.605031 0.738949 1.01918 0.939581 1.05913
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 0.34489500000000001 -0.40274499999999996 -0.115685 0.084925000000000014 -0.034289999999999994 0.11603500000000001 0.11515000000000002 0.12862000000000004 -1.0000000180025095e-35 0.12068000000000001 0.079360000000000014 0.37339500000000009 0.12168500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.078884999999999983 0.081330000000000013 0.080120000000000011 -0.094124999999999986 0.086870000000000017 0.086935000000000012 0.13643000000000002 -0.50199999999999989 0.094045000000000004 0.14810000000000004 -0.082994999999999985 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 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 7 4 -2 12 16 11 9 10 15 -3 13 14 20 19 -7 22 -19 -9 -1 -8 -18 -24 -13 -20 27 28 29 -27
right_child=1 2 -4 -5 -6 6 21 8 -10 -11 -12 24 -14 -15 -16 -17 17 18 25 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.002157752329565945 -0.0021866653312090263 0.0021284455321777945 0.0017784455741774565 -0.0021896260945409728 0.001524277497262882 -0.0019070763749233601 -0.0015076935655833404 0.00021746588766397094 -0.0015570379001996837 -0.0021589382222287909 -0.0012867599126878202 -0.0018404709165547044 0.0024337734852765249 -0.00214019993219198 -0.0012665599046936872 0.0021652848921001112 -0.0018361842492116635 0.0019188074625454915 0.0028921291801177053 0.0015568209277568759 0.00024137412050759575 0.00019416891644303289 0.0032135134986100702 -0.00096169783202495075 0.00092769868597936535 -0.00082912500318701847 -0.002139182862158793 0.0022484003941399926 -0.0016951454054898753 0.0014611020509119638
leaf_weight=1.0401425347663456 0.38749021477997292 0.25836390350014005 1.57182336738333 0.41708217933773983 5.8915848224423852 3.4721183840883958 1.0610374440439043 6.2733082387130619 2.3229094822891065 0.90954306023195464 0.95709746191278178 2.6474759373813952 0.54102818761020888 0.94657286070287217 0.96305231563746918 1.3225618945434678 4.9183696327963871 0.47916580503806372 0.20453369617462058 2.0933091137558222 2.8608763315714896 6.337989510735496 0.22986491024494204 2.0157803222537041 0.38985220715403546 2.4744986675214014 1.2763668559491632 0.55573764303699125 2.3447721044067267 1.3161822094116353
leaf_count=25 10 11 80 8 383 807 48 167 85 49 16 253 6 88 10 71 730 12 1 48 100 114 1 189 6 172 157 6 214 43
internal_value=0 0.000264481 -2.61823e-05 0.00107821 0.00129527 -0.000614103 -0.000797965 -0.000191344 4.86213e-05 0.000371385 0.000587558 -0.00120188 0.000158389 -5.34721e-05 0.000352616 0.000772703 -0.00108494 -0.000904452 -0.000470824 0.00055257 0.000752345 -4.98821e-05 -0.0014281 -0.000534322 -0.00148517 -0.000610939 -0.000700865 -0.000426501 -0.000668789 -3.39232e-05
internal_weight=0 25.4424 18.7462 6.69616 6.27908 33.0381 26.6864 17.1744 13.8787 11.5558 10.6463 3.29569 6.35167 5.81064 4.86407 9.68918 19.2874 15.8153 8.65126 8.36662 3.90102 7.39903 7.16401 2.24565 3.03733 8.17209 7.96756 6.69119 6.13545 3.79068
internal_count=3910 1187 786 401 393 2723 2494 706 436 351 302 270 229 223 135 286 2332 1525 605 215 125 162 920 190 259 593 592 435 429 215
is_linear=0
shrinkage=0.00206275


Tree=281
num_leaves=31
num_cat=0
split_feature=1 12 40 12 3 47 50 4 3 151 42 160 52 15 3 0 16 2 457 1 52 43 15 0 12 48 52 1212 130 130
split_gain=3.78859 1.58885 1.63768 1.3572 1.45322 1.17077 1.71003 1.46039 1.08027 0.983816 1.01727 0.956355 1.038 0.8968 0.898169 1.19144 1.07305 0.862873 0.723984 0.879232 0.683956 0.898283 0.823019 0.715138 1.15422 0.820069 1.10972 0.797573 0.7289 1.02518
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.080120000000000011 0.097615000000000021 0.086785000000000015 0.11551000000000002 -0.17479499999999998 -0.115685 -0.40391999999999995 -0.14127499999999996 -0.079234999999999986 -0.24084499999999998 0.079360000000000014 -0.016619999999999996 -0.13027499999999997 -0.013279999999999998 0.11462500000000002 -0.0015249999999999997 0.085990000000000011 0.091715000000000005 -0.17307499999999998 0.088345000000000021 -0.10071499999999999 0.087020000000000014 0.086870000000000017 -0.088779999999999984 -0.5172699999999999 -0.082634999999999986 -0.089704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 7 -3 -5 -9 -11 17 -13 14 -1 16 18 -12 -16 -20 21 22 -10 24 -23 27 -27 -25 29 -29
right_child=1 5 -4 4 -6 -7 -8 9 20 10 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.00075409400794115952 0.0016721549472918382 -0.0015208532376408911 -0.002053586750524747 -0.00018149466101969076 0.00062749324601709799 -0.00048337712015852891 -0.0020381085517395454 -0.0018453794792670907 -0.0015247185445595277 -0.0010507123055260295 -0.0010892390814890669 -0.00034419293365323307 0.0016827365232655145 -0.0020117487441849869 -0.0013441849186642035 -0.0010964895743539671 0.00181567895782572 0.0015187948159485719 -0.0012949025930046225 0.00070327726169121024 -0.0019561708012825708 0.0011731323470665362 0.0015986098887619249 0.0014550734223986851 -0.0019756871741463053 0.00077301780603428161 -0.0020470100054676365 -0.0019541087303099353 -0.0017925208794521029 0.0029135025597316678
leaf_weight=4.0605983673594901 4.6495502223260727 1.0391480771359081 0.47760791331529606 5.0111230320762905 2.2864560848101965 7.3080774741247287 0.92997455224394876 0.47629292681813495 0.48176538874395791 0.84687000978738325 1.1913134786300368 1.0652531944215287 7.1736975926905755 0.87648183852434236 1.4242073763161895 4.2623888354282808 1.2257774844765661 0.7646376066841184 1.0623848563991485 3.3817932447418571 3.4311450570821753 1.1183094086591197 0.86733379564248025 0.31303677684627906 0.69169344450347114 1.393982536159456 0.80993420956656414 0.33897900558076799 9.015956557355798 0.29891617409885363
leaf_count=97 301 84 8 200 25 199 33 10 35 12 29 23 257 47 24 189 19 31 37 46 581 28 22 19 56 60 103 37 1293 5
internal_value=0 0.000369771 0.00132509 -0.000560253 -0.000831472 0.000134232 0.000468886 0.000654552 -0.000971798 0.000850814 0.000967116 0.00113473 0.00142067 -0.00012649 -1.93109e-05 -0.000295846 0.000185205 -6.96835e-05 -0.000155366 0.000225611 -0.00118289 -0.00100981 0.000483265 -0.00115389 -3.01905e-05 -0.001321 -0.000263336 -0.00155488 -0.00165248 0.000326842
internal_weight=0 25.9224 5.12716 42.3523 26.0586 20.7953 13.4872 12.5572 23.7722 11.5181 11.0418 10.1949 8.23895 16.2936 15.4172 11.3566 7.09416 1.95595 5.86839 4.44418 18.7611 15.3299 1.3491 13.9808 1.81 12.1708 2.20392 9.96689 9.65385 0.637895
internal_count=3910 987 309 2923 2464 678 479 446 2439 362 352 340 280 459 412 315 126 60 107 83 2239 1658 57 1601 84 1517 163 1354 1335 42
is_linear=0
shrinkage=0.00191603


Tree=282
num_leaves=31
num_cat=0
split_feature=4 1348 11 1456 14 1213 480 453 474 403 3 156 133 38 124 13 1 159 403 15 16 1373 15 48 1374 0 150 128 9 4
split_gain=0.673277 0.703166 0.951761 0.736698 0.65789 0.626756 0.63036 0.567111 0.588119 0.555108 0.534167 0.582848 0.568897 0.573072 0.709515 0.621299 0.632851 0.601446 0.552933 0.519418 0.622569 0.546371 0.533457 0.614876 0.839849 0.651108 0.483973 0.488069 0.524276 0.494506
threshold=0.27020000000000005 0.088030000000000011 0.08184000000000001 -1.0000000180025095e-35 0.077685000000000018 -0.082704999999999987 0.08456000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.092224999999999988 -0.14539499999999997 0.097775000000000015 -0.26719999999999994 0.11976000000000002 -0.048219999999999992 -0.094679999999999986 0.083370000000000014 0.09141500000000001 0.088015000000000024 -0.11739999999999999 -0.40374499999999997 0.11103 -0.106555 0.093225000000000016 -0.094679999999999986 -0.23029999999999998 0.088380000000000014 0.086435000000000012 0.084755000000000011 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 -11 12 -12 14 -14 16 -16 18 19 -17 -21 22 -22 24 -24 -26 27 28 29 -27
right_child=7 -3 -4 4 -6 6 -8 -9 -10 10 11 -13 13 -15 15 17 -18 -19 -20 20 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0027315174597838756 -0.0042790082870596451 0.0032326205680828016 -0.0034577030897123455 -0.0033957604652759955 -0.0032183692286357336 -0.0025109580432247877 -0.0034020753090128752 -0.0022311387689012796 0.0014709161794827907 0.001714834240364761 -0.0034379649857476705 -0.0028191510491150759 0.0020627451183563668 -0.0033645706569555619 0.00019058104917531513 -0.0024297664858190376 0.0029497876397513718 -0.0031230057740085789 -0.0034115384239718446 -0.0028402493128245176 0.0039584015148675543 -0.0035593759566187062 -0.0037300315952314882 0.0020716866524909607 0.0031159082393694497 -0.0023103461734210414 -0.0033586355081597742 -0.0036808738112015663 -0.0034106957851816055 0.00083251032729837922
leaf_weight=1.401003593869979 0.21007389109581698 0.59352301631588389 1.1574025684967626 0.65635195595679263 0.81217985681723703 0.95401858096013015 0.6275124175590453 0.5987317501567303 4.840113967889919 2.132904196740145 0.51513504941251298 0.82608002622146059 2.1356195167173082 0.51646036747842927 2.5929173699114783 0.93194427387791634 1.476619370980188 0.80136311764363277 0.55939680989831764 0.73547766846607032 0.47680796124043467 0.39312912710011083 0.64278334891426325 1.9147793735610328 0.81622691266240543 0.62085271521938867 0.46738586202263821 0.35653551487484936 0.39781442238017906 6.4883739318463185
leaf_count=358 4 32 158 310 61 371 228 23 445 62 166 142 158 19 69 73 81 128 90 30 5 14 49 55 10 29 71 59 37 573
internal_value=0 -0.000395105 -0.000463661 -0.000349104 -0.000233404 -0.000146934 -6.90535e-05 0.000864703 0.00123174 9.1262e-06 0.000102318 -4.30127e-05 5.73966e-05 0.000138052 0.000221001 2.10631e-05 0.00119175 -0.000284275 -0.000130585 -1.71649e-06 0.000168289 0.000344255 0.000470235 0.00032814 -1.28729e-05 0.000248336 -3.26146e-05 0.000165073 0.000347731 0.000558043
internal_weight=0 32.0006 31.4071 30.2497 28.8487 28.0365 27.3801 5.64892 5.05019 26.7526 25.7986 23.6657 22.8396 22.3245 21.808 19.6724 4.06954 15.6029 14.8015 14.2421 13.3102 12.5747 12.1816 11.7048 9.78997 9.14719 8.33096 7.86358 7.50704 7.10923
internal_count=3910 3438 3406 3248 2890 2829 2519 472 449 2291 1920 1858 1716 1550 1531 1373 150 1223 1095 1005 932 902 888 883 828 779 769 698 639 602
is_linear=0
shrinkage=0.00336426


Tree=283
num_leaves=31
num_cat=0
split_feature=4 12 3 48 50 151 9 3 49 3 0 15 47 453 3 52 41 13 13 15 0 42 1 43 12 15 16 0 51 32
split_gain=3.19367 2.41393 1.73381 1.51824 1.23595 1.15125 1.15733 1.07914 0.909068 0.862504 1.28877 1.03755 0.857997 0.820072 0.807266 0.753353 0.789863 0.753296 0.655234 0.725878 0.752348 0.650889 0.888338 0.630611 0.831389 0.621026 0.769711 0.710952 0.616657 0.622678
threshold=0.28937500000000005 0.080120000000000011 0.097615000000000021 0.13342000000000001 0.14390500000000003 -0.086769999999999986 -0.016839999999999997 -0.016619999999999996 -0.22390499999999999 0.24227500000000002 -0.12329499999999999 -0.097794999999999979 0.14097000000000001 1.0000000180025095e-35 -0.097604999999999983 -0.15154999999999999 0.078535000000000008 0.17936000000000002 -0.094679999999999986 0.090325000000000003 -0.11524 0.078965000000000021 0.086145000000000013 -0.17307499999999998 0.10297500000000001 0.079360000000000014 0.15737500000000001 0.10302000000000001 0.11024000000000002 0.084650000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 13 -1 -7 17 -3 10 -9 -11 -12 28 15 -10 25 21 19 20 -16 -8 -23 24 -20 27 -27 -17 29 -2
right_child=3 2 -4 -5 -6 6 7 9 14 11 12 -13 -14 -15 18 16 -18 -19 23 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00083966445354919327 0.0013131739347677616 0.00027338808408303253 0.00054293534196889768 -0.0013117511326762241 -0.0015756214977633897 0.0016063977804015282 0.0012131998941830294 -9.5909120236835509e-05 -0.0014898930911880104 -0.00073685620364880142 -0.0012070170024854189 0.001224821037205773 0.00024933523346266044 -0.00069767299540784088 0.00017593110259814482 0.00065246569851883692 -0.0015119119002332507 -0.00042464175517477185 0.0013935039288586158 0.0011017095531501023 -0.0014981913402913256 -0.001390693498195882 0.0013722846966508888 -0.0011196081013799175 -0.0012600482544645592 -0.0013679064449510707 0.0013853402438722389 -0.00083212649443869982 -0.00023655150606821182 -0.00046119752615352699
leaf_weight=3.1397134275175658 6.2457395638339168 1.909693181514746 2.6188778392970553 0.80620203353464681 0.44801168516278345 0.81532108504325762 2.4573703659698434 8.2682023942470639 1.0704568882938472 0.94194386340677771 5.3406021373811958 1.4871526798233379 1.0325200371444223 0.61842990294098843 1.1317367986775939 3.1559159706812379 0.8057739296928047 1.5316422046162186 0.50779600767420052 0.62727326038293529 1.1653703474439778 0.56839224603027083 0.44277286063879728 15.14105178276075 0.50239833444356918 1.0837521837092934 0.2716105356812476 0.88296897755935777 0.71420429088175286 0.45374914631247509
leaf_count=94 354 46 33 21 9 44 54 168 123 16 221 63 11 12 25 88 58 41 9 19 99 24 16 2077 32 96 3 24 16 14
internal_value=0 -0.000318882 -0.000595446 0.00060612 0.000788451 9.2116e-06 -0.000104718 -0.000167929 -0.000700957 -0.000342952 -0.000476852 0.000464131 -0.000971071 0.000920313 -0.000771582 -0.000356914 -0.000161301 0.000429591 -0.000929628 -0.000292632 -0.000673386 0.000806805 -0.00018083 -0.00104496 7.38171e-05 4.0448e-05 -0.000816164 0.000327909 0.00105528 0.001193
internal_weight=0 56.9003 30.8747 9.28634 8.48013 26.0256 22.8859 22.0706 28.2558 17.0704 14.6413 2.4291 6.37312 8.03212 26.3461 7.27048 6.20002 5.00018 19.0756 2.92438 2.29711 3.46854 1.01117 16.1512 1.01019 5.39425 1.35536 4.03888 7.41369 6.69949
internal_count=3910 3484 2732 426 405 752 658 614 2699 479 400 79 232 396 2653 392 269 135 2261 143 124 94 40 2118 41 211 99 112 384 368
is_linear=0
shrinkage=0.00146249


Tree=284
num_leaves=31
num_cat=0
split_feature=4 480 31 1348 14 1456 42 1365 123 155 42 43 158 1444 133 483 1374 1429 33 1375 151 0 16 1 42 49 4 0 49 1
split_gain=0.663116 0.664785 0.662129 0.651041 0.712961 0.680036 0.661534 0.649499 0.65107 0.629868 0.62717 0.559314 0.547055 0.5131 0.511782 0.506063 0.499718 0.486228 0.48889 0.454579 0.429713 0.532996 0.480599 0.478884 0.59023 0.774734 0.676891 0.725996 0.56295 0.714832
threshold=0.51224500000000017 0.086640000000000009 -1.0000000180025095e-35 0.093505000000000019 0.078275000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.088505000000000014 -0.082904999999999993 1.0000000180025095e-35 0.085745000000000002 -0.10662999999999999 0.19121000000000002 0.091820000000000013 0.087785000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43271999999999994 -0.52174999999999983 -0.230625 -0.50763499999999995 0.12811000000000003 0.09901500000000002 -0.085974999999999982 -0.51381999999999983 -0.070894999999999986 -0.075429999999999983 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 12 -7 -10 14 -4 15 16 17 -8 -19 -20 -21 -22 -23 24 25 -24 -27 28 -28 -30
right_child=-2 -3 3 -5 -6 6 7 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 18 19 20 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0037844260612628806 0.0029237546197099814 -0.0032554876979565229 0.0040347711993712326 0.0036747963839824115 -0.0033644990933501791 -0.00048387523542833805 -0.0028074679731693898 -0.0028867018229668568 0.0032217692247058171 -0.0031664945535719077 -0.0030650785145876812 -0.0029945407697215035 -0.0025674398461062974 -0.003521460081445825 -0.0035513599166933684 -0.0034183488545791877 -0.002182383053599247 -0.0032321196952086765 -0.0018945511817996346 -0.0036590387291131851 0.0030798439982745542 0.0025781164660223618 -0.001391154807054487 0.0025410661007456586 -0.002034595524753434 -0.0025730689530781663 0.0027392178302622465 0.0025631533249334927 -0.0017867077547850446 0.0010369255151377642
leaf_weight=0.52453646657522668 0.84349405707325686 0.94214040791848574 0.12774284975603212 0.52843397716060181 0.96426679624710132 4.2770401596208103 0.53290028177437676 0.89371662796474893 1.4161249649478111 0.74768443196080525 1.6807966554188123 0.21350416261702765 0.89588725031353433 1.1723784944624629 0.43607126129791041 0.44318360037868743 0.8859426062554111 0.40509975352327998 0.80192778818313115 0.26571902539583447 1.3621839969419181 1.6560633177869295 2.1210965325590427 1.3939412690233428 1.2232193964882743 0.63963386253456178 1.1510184159269732 3.372044428309688 1.8634536475874544 2.99857537279604
leaf_count=74 168 238 3 30 112 488 60 63 136 192 448 16 113 334 189 69 52 26 16 35 41 66 89 77 109 15 21 91 340 199
internal_value=0 -0.000287731 -0.000207831 -0.000268583 -0.000329978 -0.000241246 -0.000137087 0.000111934 0.000219886 6.62041e-05 -0.00121207 0.00240735 0.000173877 -0.00277903 0.00028783 0.000367113 0.000448266 0.000566051 0.000659422 0.000743059 0.000860263 0.000927798 0.000749257 0.000544101 0.000335885 0.000574618 0.00099055 0.00123343 0.00048773 -4.5279e-05
internal_weight=0 35.9363 34.9942 34.4697 33.9412 32.977 31.6768 25.719 24.8253 23.1956 5.95784 1.62963 22.448 1.30012 21.5521 21.116 20.6728 19.7869 19.254 18.8489 18.0469 17.7812 16.419 14.763 13.369 12.1458 10.0247 9.38509 6.01305 4.86203
internal_count=3910 3742 3504 3430 3400 3288 2951 2015 1952 1800 936 152 1608 337 1495 1306 1237 1185 1125 1099 1083 1048 1007 941 864 755 666 651 560 539
is_linear=0
shrinkage=0.00358026


Tree=285
num_leaves=31
num_cat=0
split_feature=4 12 3 48 50 132 151 49 38 13 15 158 158 124 1348 43 13 15 42 15 3 11 128 453 51 51 48 52 130 15
split_gain=2.70346 2.00788 1.46734 1.29326 1.20938 1.07871 1.0941 0.867023 0.849238 1.12714 1.09205 0.770954 0.876925 0.759686 0.802734 0.750464 0.860554 0.810566 0.787613 0.883865 0.909209 0.963337 0.741113 0.702034 0.746367 0.676602 0.668193 0.623918 0.620551 0.569606
threshold=0.28937500000000005 0.080120000000000011 0.097615000000000021 0.11930500000000001 0.14390500000000003 0.080815000000000012 -0.086769999999999986 -0.22390499999999999 1.0000000180025095e-35 -0.10241499999999999 0.079360000000000014 0.084965000000000027 0.084900000000000017 -0.085379999999999984 0.083955000000000016 -0.17307499999999998 0.16421000000000002 0.091435000000000002 -1.0000000180025095e-35 0.090325000000000003 -0.097604999999999983 1.0000000180025095e-35 0.10783500000000001 1.0000000180025095e-35 0.11024000000000002 -0.26960999999999996 -1.0000000180025095e-35 -0.08799499999999999 -0.082634999999999986 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 5 7 4 23 6 -1 -3 9 -8 13 12 15 -11 27 16 29 18 28 20 21 -20 -18 24 -2 -22 -23 -15 -17 -9
right_child=3 2 -4 -5 -6 -7 8 11 -10 10 -12 -13 -14 14 -16 17 22 -19 19 -21 25 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010050348727908302 0.0016454735621540414 0.0004112809031630053 0.00063201303479245479 -0.0010124200352764779 -0.0020883806338056524 0.0012530087868719724 0.0011534653619127389 -0.00012388678336587087 -0.0016095967622972896 0.0012613511372688206 -0.0018871265410679017 -0.0020075369564916479 0.002787249372802341 -0.0012750106737360865 0.0016414427893546282 7.9844133957469523e-05 -0.0018737331586725118 -0.0020046707705305114 0.00091845412671935926 0.0015323370920654307 0.00086305536967082297 0.0011289749982119159 0.001641130537674223 -0.0011891742884318143 -0.00049712134249128078 -0.0012380417178436843 -0.0019953589071973971 -0.00021067882300260672 -0.0019712671971804838 0.0022029202940542806
leaf_weight=2.7819921029731693 5.8451455160975438 1.8172556499484986 2.6369998464360824 1.3273322335444389 0.43052766565233458 2.3280450818128875 2.1328613997902819 0.83822760358453796 1.6952863810583938 1.2554913721978724 1.570153883891179 2.4715347453020504 0.24505164660513301 2.6374251530505779 0.74259468866512257 0.66637847200036038 1.0671000841539351 2.8244441600982091 2.0669644912704963 0.66430272278376001 0.62097365362571366 0.34763084910810027 0.28702138969674695 0.41317594796419133 0.68482994846999634 8.3264626001473037 1.0020876668859267 9.7673001301008995 3.3622136048507132 0.75307765603065491
leaf_count=88 355 46 33 38 9 70 80 36 57 48 60 273 2 104 14 36 94 450 38 35 33 6 12 8 16 948 110 231 566 14
internal_value=0 -0.000412947 -0.000751321 0.000752019 0.00106963 -5.48072e-06 -0.000135216 -0.000884646 -0.000295417 -0.000172368 -0.000349406 -0.000976843 -0.000866432 -0.000181768 -0.000319577 -0.000905655 9.06608e-06 -0.00104117 -0.000881626 -0.000649602 -0.000766833 8.52739e-05 -0.00112872 0.00126546 0.00142077 -0.00109222 -0.00119066 -0.000436971 -0.00163199 0.000977264
internal_weight=0 54.9089 29.9977 8.70101 7.37368 24.9112 22.5831 27.3607 19.8011 18.1058 15.973 25.5435 23.0719 14.4028 13.1473 22.8269 2.94543 19.8815 17.057 13.0284 12.3641 3.41668 1.35412 6.94315 6.52998 8.94744 1.34972 12.4047 4.02859 1.59131
internal_count=3910 3484 2732 426 388 752 682 2699 594 537 457 2653 2380 397 349 2378 156 2222 1772 1170 1135 154 106 379 371 981 116 335 602 50
is_linear=0
shrinkage=0.00194177


Tree=286
num_leaves=31
num_cat=0
split_feature=1 42 3 52 42 2 158 43 12 40 1375 13 52 3 43 1186 1212 9 39 47 50 48 158 52 48 42 1 160 49 47
split_gain=0.662969 0.510869 0.592749 0.606601 0.601783 0.612182 0.614217 0.521704 0.502892 0.914375 0.469855 0.468743 0.451903 0.568018 0.68565 0.558222 0.495785 0.497035 0.451795 0.534095 0.759945 0.641158 0.53853 0.57848 0.510807 0.547985 0.504887 0.701003 0.501453 0.483116
threshold=0.10113500000000002 0.091955000000000023 -0.15464999999999998 0.11401500000000002 -0.09602999999999999 0.089910000000000004 0.084965000000000027 -0.15648499999999999 -0.071274999999999991 0.34489500000000001 -1.0000000180025095e-35 -0.091849999999999987 -0.092854999999999979 0.086245000000000016 -0.083684999999999996 0.085080000000000003 -0.5172699999999999 -0.016839999999999997 0.15608500000000003 0.13177500000000003 0.11515000000000002 0.12862000000000004 0.11034000000000001 -0.42985499999999993 -0.086624999999999994 -0.14127499999999996 0.11215000000000001 -0.078874999999999987 0.13725000000000001 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 -4 10 11 -3 9 -2 -6 -7 -12 14 -14 16 -16 -18 19 20 21 22 23 -10 -25 -26 27 -27 -21 -29
right_child=8 7 3 -5 5 6 -8 -9 18 -11 12 -13 13 -15 15 -17 17 -19 -20 28 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=0.0013486828004532461 0.0024401032911076548 0.00045678903755160812 -0.0028180889992297686 -0.0023834323586401788 -0.0031401096591580171 0.0015820579751917711 -0.0029274185098510314 -0.0025674123914587515 -0.0030245366029917325 -0.0031460376316692442 -0.0028701907480457034 9.4845355958337303e-06 0.00071713682880178561 0.001681567311512727 0.0026916682305312039 0.0023743018869093607 0.0034904663131241388 -0.0023170674013825786 0.0028383019689982455 -0.0032142083331174534 -0.0029185863672598362 -0.0017671112433100442 -0.0030644980532222432 -0.0016198068762155837 -0.0015926363449723629 -0.0023773883983617336 0.0025332116556939033 0.0022852799169450788 0.00054844823159025239 -0.00047834467709522859
leaf_weight=1.7421859650639842 1.9046508226310828 0.7086905435426164 0.83355955866864562 1.4064776425948355 0.6882579688099274 2.8492304289247841 0.46552465314744029 1.8918166346848 0.32193354127229756 0.3076065070927142 0.68836177838966861 4.2962980518932445 2.0480212055845244 1.0851078098639844 0.21011516661384089 0.31805229652672995 0.13907153240871606 3.1505157302599067 0.5178743992000826 0.8488633724628023 0.64950615994166661 1.0370695940218864 0.32044546341057856 0.57484311657026044 0.52985649486071995 0.52993709407746825 2.7801011034753174 1.8072666048537978 0.51393806748092175 0.83622634573839594
leaf_count=101 301 36 213 302 87 56 54 549 111 8 164 387 225 28 21 19 5 676 34 34 59 33 33 23 12 26 197 78 18 20
internal_value=0 -0.000490058 -0.000326462 -0.000487004 -0.000327973 -0.000197744 0.000418551 -0.00174326 0.000352889 0.00166337 -0.000761016 0.000636537 -0.000546671 -0.000316568 -0.000686202 -0.00143902 -0.00178557 -0.00207155 9.55982e-05 -3.65299e-05 0.000218794 0.000452008 0.000750865 0.000916527 0.00109628 0.0013371 0.00159785 0.000778413 -0.00179524 0.00141105
internal_weight=0 22.5213 19.9208 18.1786 16.7721 15.9386 7.61105 2.60051 13.4801 2.21226 8.3275 7.14553 7.63925 6.95088 5.86578 3.81775 3.4997 3.28959 11.2679 10.75 9.38719 8.73768 7.70061 7.38016 7.05823 6.48339 5.95353 3.17343 1.3628 2.64349
internal_count=3910 2923 2338 2237 1935 1722 497 585 987 309 1225 443 1138 974 946 721 702 681 678 644 592 533 500 467 356 333 321 124 52 98
is_linear=0
shrinkage=0.00300634


Tree=287
num_leaves=31
num_cat=0
split_feature=4 12 48 13 49 160 52 15 38 124 11 132 133 13 1348 50 43 0 128 1348 130 130 42 52 158 49 2 52 457 52
split_gain=3.30377 2.22407 1.41423 1.19465 1.58263 1.20549 1.09532 1.06336 1.02999 1.02162 1.00018 0.980175 1.04707 1.20368 1.07579 0.955478 0.905587 1.1885 1.20294 1.04902 0.813211 1.11692 0.777098 0.743732 0.875904 0.722796 0.789069 0.689143 0.720315 0.805358
threshold=0.28937500000000005 0.051320000000000005 0.11930500000000001 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 0.11588000000000002 0.079360000000000014 1.0000000180025095e-35 -0.085379999999999984 0.077330000000000024 0.080815000000000012 -0.069944999999999993 -0.080649999999999986 0.084620000000000015 0.11901000000000002 -0.074254999999999988 -0.077944999999999987 0.11581500000000002 0.084895000000000012 -0.083489999999999995 -0.084569999999999992 -0.09602999999999999 -0.42985499999999993 1.0000000180025095e-35 -0.080639999999999976 0.091525000000000009 -0.092854999999999979 -0.066264999999999991 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 5 -5 10 8 9 -1 25 12 -11 -14 27 -2 17 18 -6 20 21 -18 -19 -24 -25 -3 -27 -15 -29 -30
right_child=2 3 -4 4 16 -7 -8 -9 -10 11 -12 -13 13 14 -16 -17 19 22 -20 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.0014388170557730559 0.0013850295329526315 -0.0010391970042003356 -0.00093703655029497498 -0.001978795764860139 -0.0015563635655008907 0.00067370053900362738 -0.002035831518509335 -0.0012995903421498557 -0.0010826766997785744 -0.0015815756735770377 -0.0019425647338831473 0.0016400532533201394 0.0015859946781867646 -0.0012973159843889229 0.0018859468119375878 -0.00087417364081402815 -0.0019300070967499562 -0.0020100277697888834 0.0025543978983205654 0.001673775624676498 -0.0018866178953677749 0.0034985037770959371 -0.001925101094581121 0.00078373943650384239 -0.0019463440276753833 -0.00012118118228372145 0.0013767689846401223 -0.0013788783644718848 0.00030693543210186871 -0.0014781352208196291
leaf_weight=2.3430921295657852 6.80433525983244 1.0333381011150775 1.3783112289384005 0.77218012302182648 5.7984673748724163 3.1701868562959161 0.92944190534763027 2.0723686772398642 2.3207191866822532 1.4205303830094766 0.72975734621286381 1.400952111929654 1.8106634132564234 1.7936671390198302 0.96124425530433733 0.7535619232803582 0.30780337075702846 0.69146781088784326 0.26999591849744309 0.33960866578854698 8.2288992095272917 0.24805122613907116 0.54545735963620234 3.4510482139885448 0.48584916000254441 2.3098127359990022 2.8430677899159491 1.2795425644144547 9.4635028350166426 1.0141025716438896
leaf_count=92 370 21 38 41 742 69 62 69 65 50 53 46 82 78 14 18 44 65 5 10 1285 1 64 121 42 95 39 20 168 41
internal_value=0 -0.000407073 0.000836365 -0.000741416 -0.000949875 0.000154164 -9.55065e-05 8.32278e-06 0.00012217 0.000252299 0.000165255 0.000107079 -1.39603e-05 0.000122466 -6.01381e-05 0.00115978 -0.00116358 -0.000801944 -0.00137347 -0.00160917 -0.00173608 0.000492477 -0.000131593 0.000158183 0.000446822 0.000413904 0.000705303 -0.000198186 -3.05031e-05 0.000134163
internal_weight=0 58.0348 8.93621 32.1544 24.309 3.94237 7.84542 25.8804 23.808 21.4873 6.91598 19.1442 17.7433 16.3227 14.5121 7.5579 20.3666 11.2423 6.06846 9.12436 8.78475 0.555855 5.17382 4.48235 3.9369 6.18622 5.15288 13.5508 11.7571 10.4776
internal_count=3910 3484 426 2759 2489 110 270 725 656 591 208 499 453 403 321 388 2379 1039 747 1340 1330 45 292 227 163 155 134 307 229 209
is_linear=0
shrinkage=0.00190369


Tree=288
num_leaves=31
num_cat=0
split_feature=4 12 47 13 49 160 52 43 52 43 43 133 1348 50 133 0 16 0 3 130 130 1 151 15 1348 151 16 48 2 16
split_gain=2.06079 1.5091 1.11348 1.01084 1.29536 0.953625 0.897282 0.808473 0.879206 0.781863 0.776078 0.924971 0.823732 0.750496 0.741714 0.829358 0.900543 0.843723 0.723496 0.70465 0.818769 0.698489 0.694228 0.655515 0.6654 0.619335 0.615881 0.594939 0.585801 0.556143
threshold=0.28937500000000005 0.051320000000000005 0.11939500000000002 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 0.11588000000000002 -0.049504999999999987 -0.016329999999999997 -0.0088849999999999988 -0.074254999999999988 0.084285000000000013 0.084895000000000012 0.14026500000000003 0.083815000000000014 -0.070894999999999986 -0.17157499999999998 -0.053834999999999994 -0.115685 -0.083489999999999995 -0.084569999999999992 0.090355000000000005 -0.082164999999999988 0.079360000000000014 0.084620000000000015 -0.27336999999999995 0.081265000000000018 0.08346000000000002 0.11085000000000002 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 5 -5 22 8 -1 -9 11 14 19 25 15 16 -6 -17 -19 20 -12 -13 -3 24 26 -2 29 -7 -10 -11
right_child=2 3 -4 4 10 27 -8 9 28 23 12 21 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013559041404930302 -0.0013596926140753099 -0.0015638600227617875 -0.0015503726113309494 -0.0019830502425169125 0.00065015507810844964 -0.00030169117055074229 -0.0020499780067609157 -0.0018470266987094662 -0.00067601514602547521 -0.00081141731934207333 -0.0019508915870727515 -0.0019423429811186992 0.0016671546689705401 -0.0017431859689310055 0.0028472461715201157 0.0012905379144350366 -0.0017389966567976033 0.0010687131993552955 -0.0018592515144633638 -0.001895193890912846 0.003089427685315413 0.0012282872756316666 0.00051920890994706578 -0.0013701808760607022 0.0017535767810714809 0.0013104373128703343 -0.0011970076370536958 0.001501948353660733 0.0013060588391630885 0.00032595458419417328
leaf_weight=3.1630351159255952 0.33942067157477129 0.66983398469164956 0.68953354516997922 0.5903518297709528 0.78159353230148587 1.2046106816269522 0.68678260094020505 0.9665524428710367 1.9986870228312938 1.9430478741414798 0.241762904683128 2.5603759690420707 0.27743244636803854 0.34553075395524491 0.26500317256432016 1.512991280294955 2.3001225342741236 0.4889336209744215 0.86257020151242769 6.0019609407754491 0.23501347005367712 0.28557070228271175 5.0641731661744442 1.2849488067440678 0.8132882500067361 5.9853968808893105 1.4992329857777811 1.5416873982176182 0.76139588840305794 8.7405024296604044
leaf_count=164 9 21 24 41 14 30 62 44 62 42 44 561 10 10 7 59 328 7 48 1285 1 15 187 54 19 383 89 39 20 231
internal_value=0 -0.000318789 0.000775912 -0.000633176 -0.000854557 0.000234192 2.70914e-05 6.09404e-05 0.000663849 -0.000173267 -0.00108429 -0.000716363 -0.00157751 0.00101639 -0.0003004 -0.000440681 -0.00113305 0.000304196 -0.000800002 -0.00171646 0.000533592 -0.00162419 0.000275869 -5.99858e-05 6.9556e-05 0.00116715 -4.28645e-05 0.000710817 -0.000129241 0.000119098
internal_weight=0 46.7415 7.35988 25.5708 19.15 3.33665 6.42079 21.1707 5.92312 15.2476 15.8133 9.05716 6.75617 6.67035 6.21121 5.94621 3.08172 2.8645 1.3515 6.47874 0.476776 2.84595 5.73401 14.281 12.9961 6.32482 12.1828 2.7463 2.76008 10.6836
internal_count=3910 3484 426 2759 2489 110 270 725 246 479 2379 1039 1340 402 463 456 342 114 55 1330 45 576 208 435 381 392 362 69 82 273
is_linear=0
shrinkage=0.00192292


Tree=289
num_leaves=31
num_cat=0
split_feature=15 50 1348 14 484 401 15 13 403 131 133 132 1 151 49 49 13 150 150 42 156 48 3 2 160 0 0 15 15 128
split_gain=0.651516 0.63745 0.611698 0.753571 0.65943 0.604141 0.606854 0.639641 0.765107 0.740202 0.724576 0.719691 0.686368 0.668287 0.620556 0.607773 0.607156 0.534319 0.533209 0.526319 0.50054 0.523975 0.594849 0.520029 0.484478 0.433649 0.740509 0.409484 0.444078 0.472706
threshold=-0.24219999999999997 0.11843500000000001 0.090050000000000005 0.077685000000000018 -0.0043499999999999988 0.10072000000000002 -0.19153499999999998 -0.091229999999999992 -0.088854999999999976 0.092675000000000021 -0.26719999999999994 0.080815000000000012 0.08844500000000001 -0.082774999999999987 -0.076864999999999975 -0.075429999999999983 -0.5337599999999999 -0.099594999999999975 0.097030000000000019 0.083815000000000014 0.091280000000000014 0.093225000000000016 0.096385000000000012 0.097135000000000013 -0.23073999999999997 -0.07773999999999999 -0.11077499999999998 -0.11739999999999999 -0.106555 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 18 6 -6 9 -9 10 -8 13 14 15 -12 -10 -16 -17 -2 -18 21 23 -23 24 -15 26 -13 -26 -29 -30
right_child=2 -3 -4 -5 5 -7 7 8 11 -11 12 25 -14 20 16 17 19 -19 -20 -21 -22 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.0017682547743321795 -0.0026619468365739066 -0.0016746933702469079 0.002534609116435411 -0.0028325052893110971 -0.0024157597725863195 -0.0028843839471333456 -0.0030102036058442089 -0.0029367243636335195 0.0024871200521445662 -0.0028551784336620632 -0.0020665139284900577 0.0027918119796141042 0.0026139711108588573 -0.0029776550850520514 -0.0021727161316263668 0.0022353187614889106 0.0024743370794714859 -0.0014644553245106657 0.0013046639807048901 -0.0008322011406680939 -0.0027235772435721811 0.002303807575922415 -0.00056797039393190999 -0.0016974818343010838 -0.0032056137703940536 0.0024320677012518443 -0.0028735971158241058 0.0030014626595706111 -1.095656145445385e-05 -0.0031054391145036342
leaf_weight=2.4505044802790503 1.5434504263103033 0.55893708625808347 0.63845300290267815 0.99574346368899469 0.91989160556113958 0.67053565819514815 0.34510960371699173 0.86225726309932582 1.2582957861013713 0.43514814414083947 0.64050799066899378 0.36063840612769138 2.1563625476555899 0.55019032320707495 0.40256610419601235 0.49096487509086717 1.7463950628880511 1.0099724137108044 0.35228149453178037 0.53139982110587869 0.85285605781246054 1.1647968775942001 1.2826982783153651 3.1408204351901068 0.35923170438037288 1.3772921168711025 0.42580531933344923 0.38905496336520684 7.60881023720132 0.44206785439746443
leaf_count=292 539 25 48 118 82 173 43 391 67 15 29 19 128 172 6 23 43 156 19 72 194 91 25 270 12 69 62 7 623 97
internal_value=0 0.0011288 -0.000285264 -0.000340977 -0.000261763 -0.000154613 -9.09538e-05 -1.41187e-05 -0.000251626 0.000804804 0.00107834 -0.000139851 0.00133595 -0.000325056 0.00050609 0.000995906 0.00112085 -0.000254239 -0.00192484 0.00170294 -0.000555881 -0.000432118 0.000798749 -0.000673311 -0.000329251 0.00144792 -0.000275618 -0.000163653 -3.41765e-05 -0.000180872
internal_weight=0 3.00944 32.9536 32.3151 31.3194 29.4237 28.7531 27.8332 21.5758 6.25749 5.82234 20.7135 5.47723 18.5498 3.32087 2.75923 2.68036 1.50094 1.89573 2.27779 15.7905 14.9377 2.4475 12.4902 9.34936 2.16374 0.786444 8.79916 8.43993 8.05088
internal_count=3910 317 3593 3545 3427 2869 2696 2614 2278 336 321 1887 278 1737 150 246 121 179 558 115 1491 1297 116 1181 911 150 81 739 727 720
is_linear=0
shrinkage=0.0029092


Tree=290
num_leaves=31
num_cat=0
split_feature=1213 156 15 51 1425 475 158 403 15 483 1374 133 52 1 13 454 14 160 130 52 13 0 13 47 15 150 4 52 0 49
split_gain=0.617774 0.60771 0.594292 0.623926 0.736307 0.576298 0.528168 0.529959 0.5427 0.536704 0.554492 0.523583 0.588495 0.599334 0.588478 0.496561 0.502073 0.487835 0.476973 0.472847 0.489405 0.472519 0.442747 0.436651 0.607871 0.649743 0.409913 1.06024 0.519462 0.597541
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 0.10625000000000001 -0.086004999999999984 0.11034000000000001 -0.084084999999999979 -0.19153499999999998 0.083960000000000021 0.09309000000000002 -0.26719999999999994 -0.42985499999999993 0.10113500000000002 -0.021089999999999994 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.088449999999999987 0.11588000000000002 -1.0000000180025095e-35 -0.017269999999999997 -0.15355999999999997 0.096475000000000019 0.05377500000000001 0.15297000000000002 -0.49837999999999999 0.10433000000000002 -0.077944999999999987 -0.085974999999999982
decision_type=2 2 2 2 2 2 2 2 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 -1 7 22 -9 10 11 -10 -13 15 17 -14 18 -15 -17 26 -21 23 -4 24 25 -16 27 -20 29 -28
right_child=1 2 6 -5 -6 -7 -8 8 9 -11 -12 12 13 14 21 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0032869699956079527 -0.0031522319744168407 0.0026921209094230695 0.0022276167764906825 -0.0014779424684856833 -0.0038944355846118866 -0.0027993683577059187 -0.0029808764795871737 -0.002398734972953862 -0.0024554962401958321 -0.0018659641491545714 -0.0028704019778767243 -0.0027170849177633153 -0.0033210623511579353 -0.0016504093413716933 0.0027792648593279031 -0.0032241921913721346 -0.0032027448107097289 0.002986734968783422 -0.0032876755901150288 -0.0028865698619436257 0.00082169926720560569 0.003344895873268586 -0.0031568492850468891 -0.0010972863234388138 -0.0013717640612171376 -0.0012750433252859395 -0.0017038720931986779 0.0027547795934286892 0.0016205596824928998 0.00059106703152895959
leaf_weight=0.17095623537898053 0.61611170030664553 1.9841236802749334 0.179065145784989 0.59101039939559985 0.18061258643865574 1.350084482517558 0.62925753329181944 0.89518379012588667 0.6828530927305313 1.3243684871704307 0.57104481046553601 0.6079765241011178 0.4116534648929101 0.24890797666739706 1.6180570222204558 0.37774765642828434 0.42360480310162607 1.9935524797765536 0.81979100895116086 0.85260072094388306 0.58552859508199506 0.52795368945225973 0.88565741159255285 1.5865210898919029 0.80634504090994585 0.50615239609032858 1.299339660850827 0.43274695798754692 3.9027932892203134 7.4606010763091115
leaf_count=4 196 283 7 21 3 588 122 73 165 271 43 210 26 26 108 48 54 137 55 176 52 53 432 40 25 9 56 4 141 482
internal_value=0 -7.95978e-05 -2.11422e-05 0.0013661 0.00214258 -0.0021153 -0.000150167 -8.87444e-05 -6.32148e-06 7.28811e-05 0.000172732 0.000241843 0.000317139 0.000394474 0.00114086 6.61406e-05 0.000152453 0.00247202 0.000242801 0.000328101 -0.00137676 0.000549176 -0.00225129 0.000222414 0.000936863 0.00181321 0.000504297 -0.00120003 0.000672881 0.000250665
internal_weight=0 33.0012 32.3851 2.75575 2.16474 1.52104 29.6293 29 27.9353 27.0401 25.7158 25.1447 24.4619 23.8539 7.28749 16.5664 16.1548 2.24246 15.7311 15.3534 1.43813 5.04503 1.06472 4.51708 2.93055 2.12421 13.9153 1.25254 12.6627 8.75994
internal_count=3910 3318 3122 307 286 592 2815 2693 2254 2181 1910 1867 1702 1492 398 1094 1068 163 1014 966 228 235 439 182 142 117 738 59 679 538
is_linear=0
shrinkage=0.00312309


Tree=291
num_leaves=31
num_cat=0
split_feature=4 12 453 13 49 160 11 50 43 52 43 43 0 128 130 130 1348 15 1348 49 42 156 48 52 52 43 0 475 1 133
split_gain=2.71874 1.95507 1.47563 1.2813 1.62831 1.09198 1.08524 1.06936 0.990444 1.18768 0.944742 0.858767 1.14427 1.07603 0.906386 1.17778 0.839498 0.784994 0.857848 0.768444 0.762156 0.739814 0.726805 0.679804 0.732551 1.42062 0.642513 0.62904 0.616542 0.606871
threshold=0.28937500000000005 0.051320000000000005 1.0000000180025095e-35 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 0.077165000000000025 0.14390500000000003 -0.049504999999999987 -0.016329999999999997 -0.0088849999999999988 -0.074254999999999988 -0.077944999999999987 0.11581500000000002 -0.083489999999999995 -0.084569999999999992 0.084895000000000012 0.079360000000000014 0.084620000000000015 -0.080639999999999976 -0.09602999999999999 0.096585000000000018 0.11379500000000002 -0.42985499999999993 -0.088779999999999984 -0.17307499999999998 -0.061129999999999997 -0.071179999999999979 0.13767000000000004 -0.0056849999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 5 -5 19 22 9 -1 -10 12 13 -6 15 -13 -16 18 21 -3 -14 27 -2 -22 -25 -26 -11 -12 -29 -21
right_child=2 3 -4 4 11 -7 -8 -9 10 26 17 14 20 -15 16 -17 -18 -19 -20 29 23 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0010396102297979106 0.0011595111592512502 -0.00097472631806727367 -0.0010592412088842016 -0.001470821886205124 -0.0011553882603419195 0.00056256105682263996 -0.0014601482746335233 -0.0015127439640706863 -0.0013900896931971919 -0.00085563761650159177 0.00099539822138691378 -0.0014346871608798206 -0.0015047425271236567 0.0018291257217928666 -0.0014046948782969874 0.0028322050546786075 0.0011694628595508238 -0.001057090392533449 0.0013768485353173347 -0.000439433147805181 -0.0014313877029284775 -0.0013592939026195222 3.7697242702255884e-05 0.0012156222081669602 0.00076094465436720002 -0.0014545086417791593 0.00045696532360463597 -0.00016485832345194967 0.0010746090731364349 0.00067540922498368703
leaf_weight=3.6054798122495413 5.6087312884628755 0.94636320555582631 0.96549660991877306 0.6491022345144305 5.375306413276121 2.904024167917675 0.89927686424925912 0.3801315389573573 1.1588023686781586 1.427914282307029 1.2247010483406491 0.27060428587719798 0.65432606241665769 0.25413686712272454 7.5062530795112128 0.24999982118607267 0.26342410850338627 1.4569130043964822 0.89681978756561953 1.2876882641576228 0.4889462636783718 0.81998599926009852 1.4626584146171806 1.2777237445116045 1.4801937029697003 0.95750057836995051 1.5757745276205266 10.798273748019701 0.87119550537318069 4.1160089811310163
leaf_count=164 356 33 22 41 742 69 65 9 44 44 36 44 65 5 1285 1 10 54 19 94 64 43 39 27 35 101 38 258 25 78
internal_value=0 -0.000277271 0.000589376 -0.000520668 -0.000688731 0.000191093 -2.94995e-06 0.000802988 2.47912e-05 0.000491225 -0.00015416 -0.000855206 -0.000585738 -0.00102065 -0.00119611 0.000614321 -0.00131742 -6.5026e-05 3.38963e-05 0.000203414 -8.1829e-05 -5.39244e-05 0.000927473 0.000139619 0.000346363 -0.000109262 -0.000167029 2.90887e-05 -7.23247e-05 0.000409745
internal_weight=0 53.4167 8.41702 29.5809 22.3315 3.55313 7.24934 7.45152 23.8359 6.60917 17.2267 18.7784 10.4881 5.62944 8.29028 0.520604 7.76968 16.0679 14.611 6.35006 4.85869 13.7142 7.07139 4.20436 3.71542 2.43769 3.00369 12.8942 11.6695 5.4037
internal_count=3910 3484 426 2759 2489 110 270 404 725 246 479 2379 1039 747 1340 45 1295 435 381 205 292 362 395 227 163 136 82 319 283 172
is_linear=0
shrinkage=0.0014173


Tree=292
num_leaves=31
num_cat=0
split_feature=39 3 483 4 4 130 158 453 155 401 1348 14 1456 12 122 51 133 3 3 402 160 4 1374 2 0 48 0 12 12 0
split_gain=0.581041 0.639699 0.569979 0.526401 0.526018 0.51172 0.521238 0.566197 0.579628 0.527103 0.487773 0.467006 0.450204 0.442184 0.507326 0.457109 0.428888 0.712791 0.600316 0.59375 0.523909 0.510993 0.524051 0.516018 0.529613 0.558091 0.583693 0.534078 0.460296 0.452778
threshold=0.005105000000000001 0.31335500000000011 0.083960000000000021 0.62104500000000018 0.28937500000000005 0.079100000000000018 0.085745000000000002 0.089075000000000015 0.088680000000000023 0.10072000000000002 0.090050000000000005 0.078335000000000016 -1.0000000180025095e-35 -0.12394999999999999 0.089350000000000013 -0.40274499999999996 0.093845000000000026 0.14320000000000002 -0.15464999999999998 -0.50199999999999989 -0.40446999999999994 -0.49837999999999999 0.084470000000000003 0.089910000000000004 -0.06402999999999999 0.087035000000000015 -0.083424999999999985 -1.0000000180025095e-35 0.10058500000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 12 -1 -2 15 -15 18 19 -14 -18 -20 -22 23 24 25 26 27 -23 -25 -29
right_child=4 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 16 14 -16 -17 17 -19 20 -21 21 22 -24 28 -26 -27 -28 29 -30 -31
leaf_value=-0.0032602057819500316 -0.0018233758595785103 0.0028415384524977587 -0.0032457426442731325 0.0035651002658042999 0.0035445534681583044 -0.0027092140304414963 -0.0024092975208078256 -0.0036253819948494641 -0.0035449521766980729 -0.0035325570750760061 0.0035003355434995438 -0.0033814031252799703 0.0022828430929104464 -0.0036303951492014262 -0.0031884389982437147 0.0018056274871120922 0.0031374569389068219 0.0019853671464328836 -0.0035228114218675841 -0.0036271283441439007 -0.0035976023401336705 -0.0036213996942913158 -0.0025208568669234789 0.001290435888715747 0.0021380781227098153 -0.0036384062662672954 -0.0030772376229530715 6.3346695280515412e-05 -0.0019337601438739888 0.0029972264778808373
leaf_weight=0.46948938770223136 0.84382790827658016 0.73243834637105365 1.3428384903818358 0.15339546813629557 0.78015911171678443 1.0604405141202722 1.276867477397899 0.54837276134639878 0.56070889893453468 0.49074905848828976 0.50515377114061166 0.47393306845333327 1.759998403140371 0.20111575501505363 0.31735065509565163 2.8055686636362216 0.18152426014421497 0.54404268786311138 0.4590351642691769 1.1851553740561929 0.40925452567174758 0.40811994206163582 0.74154001771239464 7.8264404769288358 1.0307830565142309 0.63960317824967194 0.75397790182614777 4.0122661503265054 0.57676134817302216 0.75884250114901419
leaf_count=138 51 123 331 15 165 398 246 32 190 140 31 61 78 11 13 219 11 6 134 362 44 17 51 271 37 43 180 413 52 47
internal_value=0 -0.000372041 -0.000455598 -0.00254749 0.000919666 -0.000338253 -0.000240088 -0.000126272 -4.56067e-05 3.88701e-05 0.000115958 3.90546e-05 0.000113563 0.000428328 0.000999938 0.00144201 0.000187971 -0.00138642 0.000343221 -0.00272865 0.000149442 0.00024769 0.000341652 0.000474262 -0.000183175 -0.000547206 -0.000213973 0.000202853 0.00106914 0.000529979
internal_weight=0 28.9017 28.1693 1.49623 4.94802 26.6731 25.6126 24.3358 23.7874 23.2267 22.7359 22.2308 21.7568 4.16786 3.32404 3.00668 21.2873 1.91072 19.3766 1.36668 17.6166 17.1576 16.7483 16.0068 7.60359 6.57281 5.93321 5.17923 8.4032 4.77111
internal_count=3910 3451 3328 346 459 2982 2584 2338 2306 2116 1976 1945 1884 294 243 230 1746 379 1367 373 1289 1155 1111 1060 737 700 657 477 323 460
is_linear=0
shrinkage=0.00348306


Tree=293
num_leaves=31
num_cat=0
split_feature=1 47 50 158 3 133 2 3 403 50 52 4 15 52 3 42 2 39 48 128 156 1212 123 151 151 475 15 15 0 48
split_gain=1.98251 1.0491 1.00526 0.977254 0.910046 1.04336 0.861046 0.905066 0.919812 0.854529 0.92176 0.757838 0.828278 1.1633 1.14653 1.01962 0.932857 0.806359 0.745517 0.822564 0.796186 0.68814 0.751288 0.687461 0.56991 0.549801 0.521889 0.520818 0.652301 0.48238
threshold=0.10113500000000002 0.087850000000000025 0.088425000000000017 0.084965000000000027 -0.115685 -0.097724999999999992 0.11462500000000002 0.10223 -1.0000000180025095e-35 0.14061500000000002 -0.24456499999999998 0.27020000000000005 0.041585000000000004 0.091715000000000005 -0.078669999999999976 0.081685000000000021 0.085255000000000011 0.005105000000000001 -0.086624999999999994 0.086435000000000012 0.11896500000000002 -0.50114499999999984 0.11662000000000002 -0.51118499999999989 -0.08514999999999999 -0.06890499999999998 -1.0000000180025095e-35 0.079360000000000014 0.37339500000000009 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 27 -6 7 8 24 10 26 12 14 15 -10 16 -14 25 -12 20 23 -4 -23 -20 -7 -16 -2 28 -1 -27
right_child=1 -3 21 -5 5 6 -8 -9 11 -11 18 -13 13 -15 17 -17 -18 -19 19 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0010169694119904595 0.00088792751931904886 -0.00025874721085870423 0.0015342135120309155 -0.0014269909858675206 -0.0018095180716427579 0.0010110535172384383 -0.0016439070451975772 0.00082479809304537497 -0.0014418083181099504 -0.0018878726709513321 -0.00072067134645738783 0.0023443661267959133 0.00091720087429405552 -0.0017978847847027364 0.00085459981131106851 0.0018780557152283091 -0.0019375763148247276 0.0010722308222365421 -0.0012112762011426733 -0.0010386212084959362 -0.00098746537449450429 -0.0018164332226652832 0.0019824877794521467 0.0013338251986195076 -0.0017974084717105527 -0.00084958320377234036 -0.0016582870210706477 -0.00093203984589362637 -0.00068485992067344569 0.00068800964875188008
leaf_weight=3.5677269289735767 0.38090172596275806 7.1093529940117142 0.24156774859875474 2.3464432182954615 1.5237381749320871 0.26344618923030805 1.3756633342709381 2.4756415341980746 2.9461055615684124 0.4255408397875734 0.89212204655632277 0.37080413987860161 0.99287259788252569 0.60473681730218221 0.93219186249189068 1.6515659573487935 0.57589575764723122 1.4379325052723286 0.35165146179496787 0.60423017479479391 0.54443742567673403 2.8499645976116876 0.1760023608803748 8.6701888281386328 1.8165724776918237 4.5685414987383108 0.78376026498153872 0.75015385728329409 0.89760706573724736 0.75741590280085791
leaf_count=109 6 249 9 281 298 9 119 51 373 16 30 5 27 165 37 40 37 44 9 23 14 545 2 552 507 171 88 62 11 21
internal_value=0 0.00028975 -0.000424414 -0.000321569 -0.000227278 -0.000384265 -0.000279702 -0.000182934 -0.000330397 0.000597938 0.000684451 -0.000174613 -0.000239175 0.000473013 -0.000495154 0.000899458 -0.000130789 -0.000132769 0.000843422 0.000980619 0.00110816 -0.0013641 -0.00159547 0.00123462 -0.0014417 -0.000409641 -0.00082555 0.000443748 0.000674873 -0.000630919
internal_weight=0 19.7622 33.1226 29.8551 27.5086 22.2931 20.7694 19.3937 16.9181 12.6528 12.2273 14.8381 14.4673 3.82507 10.6422 3.22033 1.56877 7.69608 11.0626 10.1705 9.56628 3.26753 3.02597 9.02184 2.08002 6.25815 1.16466 5.21549 4.46533 5.32596
internal_count=3910 987 2923 2367 2086 1904 1606 1487 1436 738 722 920 915 269 646 104 64 273 628 598 575 556 547 561 516 229 94 182 120 192
is_linear=0
shrinkage=0.00178445


Tree=294
num_leaves=31
num_cat=0
split_feature=12 16 13 1 14 47 52 4 52 132 4 48 160 160 13 0 158 42 12 52 150 12 484 15 15 48 1 16 0 50
split_gain=2.69915 1.67336 1.61651 1.88202 1.1853 1.17906 1.10293 1.23063 1.16631 1.07853 0.99875 0.958254 0.957127 1.13927 0.938938 0.938986 0.917875 1.02314 0.937527 0.839513 1.11152 0.739365 0.683576 0.837538 0.676912 0.564177 0.783131 0.791795 0.931432 0.547983
threshold=0.051320000000000005 -0.17157499999999998 -0.00059999999999999995 0.084795000000000023 0.10303000000000002 0.081320000000000017 -0.062489999999999997 -0.083329999999999987 -0.42985499999999993 0.087780000000000011 -0.08422499999999998 0.10417000000000001 0.085065000000000016 -1.0000000180025095e-35 -0.09547499999999999 -0.084304999999999977 0.065940000000000012 -1.0000000180025095e-35 0.085185000000000025 -0.010284999999999997 0.081245000000000026 0.087020000000000014 -0.0043499999999999988 0.024640000000000006 -1.0000000180025095e-35 0.14226500000000003 0.10521500000000002 -0.19424999999999998 -0.15137999999999999 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=2 12 3 -1 5 -5 8 10 -3 19 24 -7 13 -2 15 -9 17 -10 -19 22 25 -15 -4 -24 -8 26 27 -21 -29 -18
right_child=1 6 9 4 -6 11 7 14 16 -11 -12 -13 -14 21 -16 -17 29 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011885982940754275 -0.0017075421682388849 -0.0018038751614179165 -0.0021873550064645288 0.0019781699825371342 -0.0022811996583773858 -0.0005452814334714947 0.0017129868889364903 -0.0016600783391815333 -0.0018905947225661991 0.0019537014593922816 0.0011776098125218053 0.0021233994457510053 -0.0017174585249301359 0.0023896227210904964 -0.0020489348961432899 0.0016572876539658393 -0.0021155066975821024 -0.0011592477123442359 0.0010650638165778127 -0.0018454867064381126 0.0018155158238334669 0.00039289575937852679 -0.0002309837358691024 -0.0021814551810098409 -0.0012203939638039194 -0.0017060697910110552 0.0009367803370543211 0.0014632427609328656 -0.00063667883487047278 0.0011739305175587746
leaf_weight=1.5934967859648193 0.97922114212997247 1.9788503861054776 1.1699503236450253 5.3055135449394566 0.38317568786442269 1.803592106793076 0.36201212555170048 0.85476842545904219 0.76946564251556893 0.97635739669203658 1.1401859032921464 0.83007138920947898 1.0684038181789217 0.90907494723796656 7.7351448589470282 0.62336821854114244 1.1642472497187553 0.9856706461869188 4.2630342307966202 1.2565225756261504 1.4350815727375454 5.6708946875296533 6.6912544793449378 1.0802640328183768 4.0568424719385803 0.8693617498502143 2.716278619132936 1.2948566838167606 2.8710138900205449 0.26213184045627702
leaf_count=77 79 311 47 371 6 39 8 71 69 34 56 37 55 10 1324 9 130 59 134 27 50 131 152 34 405 19 60 30 68 8
internal_value=0 -0.000673644 0.000177269 0.000857838 0.00124967 0.00142009 -0.000950773 -0.00130127 -0.000401323 -0.00015417 -0.000537526 0.000295827 0.000103553 0.000360932 -0.0017621 -0.00026106 -2.8508e-05 0.000322859 0.000647353 -0.000260339 0.000135463 0.000668759 -0.000722612 -0.000502105 -0.000980078 -0.000132188 3.59317e-05 -0.000415337 1.60293e-05 -0.00151099
internal_weight=0 32.8233 30.2768 9.91585 8.32235 7.93918 24.1957 14.7723 9.4234 20.3609 5.55904 2.63366 8.62759 7.55919 9.21328 1.47814 7.44455 6.01817 5.2487 19.3846 10.4431 6.57997 8.94147 7.77152 4.41885 9.00803 8.13867 5.42239 4.16587 1.42638
internal_count=3910 2859 1051 530 453 447 2584 1873 711 521 469 76 275 220 1404 80 400 262 193 487 254 141 233 186 413 204 185 125 98 138
is_linear=0
shrinkage=0.00205543


Tree=295
num_leaves=31
num_cat=0
split_feature=1 12 40 3 51 0 4 42 1 2 14 51 150 4 52 15 12 1212 151 52 3 133 52 15 160 52 48 15 2 453
split_gain=3.91171 1.8723 1.55782 1.5539 1.51153 1.50059 1.58424 1.73847 1.39602 1.47367 1.31955 1.47139 1.21962 1.21148 1.12506 0.919869 0.918732 0.932735 0.908558 0.754448 0.816278 1.28977 1.03754 0.91425 0.65026 0.715669 0.636462 1.03019 0.742686 0.631719
threshold=0.094385000000000011 -1.0000000180025095e-35 0.34489500000000001 0.16699000000000003 -0.40274499999999996 -0.060094999999999989 -0.49837999999999999 0.092635000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.077685000000000018 0.08955500000000001 0.081245000000000026 0.50657000000000008 0.10433000000000002 -0.008624999999999999 0.095450000000000021 -0.50114499999999984 -0.024429999999999997 0.086950000000000013 -0.084129999999999996 -1.0000000180025095e-35 0.086635000000000004 0.083935000000000023 -1.0000000180025095e-35 -0.42985499999999993 0.086870000000000017 -0.14487999999999998 0.075670000000000015 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 12 -2 8 14 -8 19 16 11 15 13 24 -7 18 17 -10 -11 20 22 -22 -1 26 -3 -26 27 -23 -29 -27
right_child=1 3 -4 -5 -6 6 7 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.0013962397335927617 -0.0015332531280674237 -0.0011208040580969773 -0.0015549258173907941 0.0012722981548094656 0.0011447501389182343 -0.0015523900570559271 0.0006817943735832507 -0.0015300009707343821 0.0013534445533060055 0.00078445878625917271 -0.0014742117239689048 -0.00097353879692143816 0.0005506730349697001 0.0007456903578404963 0.00026195263718889293 0.001314943131092686 0.00068249178968264612 -0.0013973535133242408 -0.00083927399077557148 -0.0014727353605947912 -0.0014619524046798141 0.0019562828034495072 0.0013335654396057931 0.0007772629555803023 -0.0014512285077618694 -7.9198046771121979e-05 0.00031348431329729164 0.0017778403419402775 -0.0014713623579244758 -0.0015388187989873951
leaf_weight=4.3029313923325363 0.46154374629259098 2.5743322791531709 0.53277597948908795 1.8114011515863229 7.1320225973613578 1.8258653033990415 5.8448763624764961 0.83537301188334812 0.27318307780660722 1.7456993525847795 0.95734153315424908 1.4223829214461146 4.3244830681942394 1.9177647274918843 1.1429921609815208 2.4515849300660197 0.62076763855293382 3.5237986517604423 1.1932508172467344 3.8407199017237863 1.8965138043276937 0.22994484007358273 0.30678810365498055 1.7167243445292113 1.0215998406056339 8.4090825540479237 1.3124256026931105 0.15594880282879975 2.0040609783027321 0.65754666272550899
leaf_count=534 10 128 8 80 384 80 121 75 10 24 86 32 115 68 19 39 39 369 33 669 221 2 7 45 138 247 56 1 253 17
internal_value=0 0.000232249 0.000815655 3.396e-06 0.000981979 -0.000469821 1.78086e-05 0.000405207 -0.00063814 -0.000273629 0.000102389 0.000323931 -0.000118186 -0.000316568 -0.000853879 0.00066629 -0.000934998 -0.00119944 0.000125203 -0.000919927 -0.000741887 -0.000444043 -0.00121456 -8.78078e-05 -0.000477449 -0.000313276 -0.000488925 -0.000929562 -0.00123678 -0.000185055
internal_weight=0 28.8426 8.12634 20.7162 7.59357 37.6032 9.64911 6.68025 27.9541 12.188 7.77026 6.81292 18.9048 14.5803 2.96886 5.39054 4.41775 3.79698 2.93895 15.7661 11.9253 7.31562 4.60972 5.4191 12.6626 10.0882 3.70238 2.38995 2.16001 9.06663
internal_count=3910 1195 402 793 394 2715 295 196 2420 632 214 128 713 598 99 96 418 379 57 1788 1119 578 541 357 530 402 312 256 254 264
is_linear=0
shrinkage=0.00143414


Tree=296
num_leaves=31
num_cat=0
split_feature=1213 156 15 1425 51 475 403 158 31 1374 1365 133 52 447 14 11 484 484 3 1374 48 130 1 124 43 42 4 2 49 151
split_gain=0.625901 0.589122 0.579914 0.549943 0.678548 0.535978 0.500309 0.5223 0.485517 0.480054 0.468224 0.494207 0.539277 0.488567 0.692704 0.575518 0.514585 0.426502 0.477587 0.460229 0.578769 0.458848 0.512152 0.589574 0.495813 0.85116 0.717329 0.617791 0.706039 0.753654
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26361999999999991 0.10625000000000001 0.11024000000000002 -0.086004999999999984 -0.084084999999999979 0.11034000000000001 -1.0000000180025095e-35 0.098580000000000015 1.0000000180025095e-35 -0.26719999999999994 -0.42985499999999993 0.08840000000000002 0.077685000000000018 0.087830000000000005 0.092320000000000013 -0.0043499999999999988 0.10223 -0.095439999999999983 0.095825000000000007 -0.23515499999999998 0.10113500000000002 -0.50873999999999986 -0.16369999999999998 0.092635000000000009 -0.51381999999999983 -1.0000000180025095e-35 -0.085974999999999982 0.083140000000000006
decision_type=2 2 2 2 2 2 2 2 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 -1 -4 8 -8 10 11 -10 -13 14 15 16 17 18 -14 20 -19 -21 24 -24 -23 26 -26 -28 29 -29
right_child=1 2 6 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 19 -20 21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0034579818479098111 -0.0033302339648530084 0.0028896846971864054 -0.0024016751607860505 -0.0041056592946594724 -0.0012938686196176481 -0.0029250787248504551 0.003492571020777489 -0.0031026974047376919 -0.0025923988659615773 -0.0033506985713860479 -0.0025288148058613532 -0.0028462552905497464 -0.0032177115403266045 0.0026554659012325908 -0.0031060986301620734 -0.002432706451561263 -0.0026672099847652939 -0.0036421660193659009 0.00089627613358915612 -0.0034011217268713843 0.00096412575469651234 0.0019799778664830897 -0.0029714490665074113 0.0018393272268877978 -0.003608201442813366 -0.0034825283297810223 -0.002493808382813616 -0.0030986987158181539 0.0011205830786668216 0.001234517736352664
leaf_weight=0.16012555360794056 0.59725312970112909 1.8081941698910666 1.0388024198473456 0.17773032980039705 0.55061675771139551 1.3564490305143397 0.42544595536311192 0.60553555429214512 0.73665644245922735 0.47415120853111048 0.77556280326098104 0.63832119485597516 0.71600408118687997 0.86915289214812119 0.69614608236588438 0.84943576017394562 0.60547435010084782 0.62754930485975779 0.53808524506166577 0.29974959336691753 0.56375146168284118 1.8282265255693584 0.29333132505416859 5.0888358975062138 0.47804320440630732 0.66846560937119726 0.69311561901125607 0.98221869982082377 8.4782909987259032 0.78720039816107601
leaf_count=4 196 269 441 3 20 588 63 122 195 35 67 229 261 94 65 35 112 42 26 19 9 74 10 253 17 86 55 42 450 28
internal_value=0 -8.31032e-05 -2.30501e-05 0.0014914 0.00191312 -0.00225113 -0.000152142 -7.07727e-05 -5.46748e-06 -5.92178e-05 -1.86932e-06 7.22589e-05 0.000148634 0.000224909 0.000137593 0.000233691 0.000333695 0.000416124 -0.00145255 0.000528852 -0.00146236 0.000649895 0.000712819 0.00157714 0.000378523 0.000136301 0.000348149 0.000521016 0.000724927 -0.00117089
internal_weight=0 32.8913 32.2941 2.53654 2.35881 1.51657 29.7576 28.7188 28.1132 27.6878 27.2136 26.4381 25.7014 25.0631 24.1939 23.4978 22.6483 22.0429 1.25409 20.7888 1.1913 19.5975 19.2977 5.38217 13.9156 12.0873 11.4189 10.9408 10.2477 1.76942
internal_count=3910 3318 3122 292 289 592 2830 2389 2267 2204 2169 2102 1907 1678 1584 1519 1484 1372 287 1085 51 1034 1015 263 752 678 592 575 520 70
is_linear=0
shrinkage=0.00329956


Tree=297
num_leaves=31
num_cat=0
split_feature=1 47 15 3 3 48 50 160 52 4 15 151 2 15 2 4 15 0 133 160 43 43 15 42 130 132 15 150 159 50
split_gain=2.43279 1.23562 1.45469 1.12271 1.69034 1.06022 1.05669 1.06741 1.15963 0.871176 0.801096 0.895992 0.682239 1.11197 0.666906 0.726645 0.92347 0.928294 0.58275 0.58207 0.762779 0.820876 1.23967 1.10251 0.804919 0.710293 0.579587 0.560515 0.739242 0.953154
threshold=0.094485000000000013 0.087850000000000025 0.05377500000000001 -0.115685 -0.055684999999999991 0.12862000000000004 0.14390500000000003 -0.51385999999999987 -0.37613999999999997 0.22584000000000001 -0.008624999999999999 -0.0074049999999999993 0.12068000000000001 0.079360000000000014 -0.013084999999999998 -0.49837999999999999 0.079360000000000014 -0.11524 0.032270000000000007 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.08401500000000002 -0.083489999999999995 0.12562500000000001 -0.091704999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08920500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 19 6 7 -2 -9 -4 11 26 13 18 -12 -16 -17 -18 -1 -5 21 22 -21 25 -22 -24 -6 -3 -29 -30
right_child=1 27 9 4 10 -7 -8 8 -10 -11 14 -13 -14 -15 15 16 17 -19 -20 20 24 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00070452880405209503 -0.0019715145404043551 -0.0016116141521388585 -0.001103028473357941 -0.0018652212855055363 0.00051542156921306889 -0.0010948474139197137 -0.0019667621844421559 -0.0011669687985570198 0.001319395646368885 0.0011627647119941916 -0.0018986524706346038 -0.0015198528694558959 0.0021826408402023587 -0.0019107769973798264 -0.00091776649368174401 0.0012682995066780681 -0.0019836076165604464 0.00105358814569722 -0.00092194341801247429 -0.0014816550862134681 0.00052203573654392287 0.0018682757523954571 -0.0018780471401038186 0.0014846720064746518 -0.0016561325327647133 0.0020088589353798258 -0.0010756272437782923 -0.0014887250532730975 -0.0001678245577274499 0.0019699044863698899
leaf_weight=3.6610614662058643 0.38271456584334451 1.0081811025738714 2.4515649029053743 2.8497307921061283 2.1847403156571095 0.91782554425299245 0.4063211018219598 0.68337604787666428 10.734874358866362 0.76181859476491798 0.44823523424565781 2.4681431313510984 0.54257728718221176 0.87091829394921649 1.0947104373481122 3.4236017689108831 0.71749927150085513 0.66331683821044896 0.95034815743565548 2.8258193554356694 0.65663639665581186 0.48068474838509967 0.80545797804370545 1.2867533371318129 5.0500099667115181 0.20126211852766573 1.2232562033459542 1.1830378728918729 5.6522708409465832 0.81772149680182327
leaf_count=99 14 28 164 664 32 14 14 89 595 13 19 149 6 88 49 51 28 29 36 284 45 12 134 34 925 5 34 65 160 31
internal_value=0 0.00025062 0.000550185 -0.000517778 -0.000682406 0.000823423 0.000967652 0.00106869 0.00117059 -0.000565862 -0.000178253 -0.000670665 0.000203037 7.1184e-06 0.000277603 0.000442962 0.000753011 -0.000524599 0.000369335 -0.00111772 -0.000929323 -0.000444075 -0.000661198 0.000349699 -0.0014055 -0.00110098 -5.56648e-05 -0.00031448 -0.0001436 0.000102356
internal_weight=0 24.9997 16.3385 32.4048 26.3799 13.1251 12.2073 11.801 11.4183 3.21338 12.2235 5.87614 6.02491 5.48233 6.34736 5.89913 4.80442 1.38082 4.61141 14.1564 11.3066 5.59998 5.11929 2.29347 5.70665 1.00672 3.408 8.66121 7.65303 6.46999
internal_count=3910 1187 903 2723 2494 726 712 698 684 177 391 215 229 223 176 157 108 57 135 2103 1439 469 457 173 970 139 66 284 256 191
is_linear=0
shrinkage=0.00185069


Tree=298
num_leaves=31
num_cat=0
split_feature=1 0 39 3 16 48 50 4 2 52 0 454 50 12 9 42 3 49 151 14 51 2 457 133 42 51 52 133 4 15
split_gain=0.598405 0.909941 0.601699 0.551359 0.531062 0.527143 0.788884 0.711503 0.806764 0.633861 0.618706 0.576747 0.515139 0.77209 0.541818 0.535417 0.687881 0.499931 0.741794 0.610004 0.4848 0.472432 0.499646 0.513314 0.467119 0.491937 0.503681 0.472567 0.434231 0.394513
threshold=1.0000000180025095e-35 -0.084074999999999997 0.005105000000000001 0.16699000000000003 -0.50763499999999995 0.12675000000000003 0.10625000000000001 -0.23071499999999998 1.0000000180025095e-35 0.024145000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 0.097345000000000015 -0.016839999999999997 -0.10770999999999999 -0.073984999999999981 -0.065249999999999989 -0.087654999999999983 0.064610000000000015 -0.40274499999999996 1.0000000180025095e-35 0.085130000000000025 0.086895000000000014 -0.089744999999999978 -0.031524999999999991 0.11401500000000002 0.10599500000000002 0.0057500000000000008 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 29 10 -7 12 -10 13 14 -9 -15 -17 18 -13 -19 -4 -6 -23 -24 -3 -26 27 -27 -20 -2
right_child=2 24 20 -5 21 9 -8 8 11 -11 -12 17 -14 15 -16 16 -18 19 28 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00042060846970625669 0.0028558547451780322 -0.0023269478674212756 -0.0030240881841131968 0.0017759989093904783 0.0031468974540727695 -0.0031957061044384887 -0.0026395626716868162 0.0033133316502302695 -0.0024086215880733132 0.00059855628905596989 0.0029792339218088736 0.0026879002897169432 0.0024824558980645903 -0.0033721952455125809 -0.0025087722424745659 0.0016981506795953397 -0.0029639820544283 0.0019493397133835421 -0.0021192201518188307 -0.0012845782095370882 0.0014370937441007263 -0.0029923125992647576 -0.0030096334370912944 0.0020353738588845759 -0.0029547140988846832 0.00094975465915095639 -0.0021267627994825573 -0.0016098366354650722 0.00082166967465547799 -0.0029956791010791232
leaf_weight=0.7890541134402137 0.11064106412231922 0.70209053240250785 0.21942812809720669 1.2500394217204291 0.13394192093983326 1.0260519280564029 0.94521555589744899 0.14374957606196614 0.42872132919728745 0.58818801213055838 0.38413661019876411 0.63515399023890529 0.36347770469728846 0.30273992673028294 2.4325618911534566 1.4312297436408699 0.33085655904142153 4.4730162968626246 1.0971223216038195 0.55695155955618236 3.6063733069458968 2.7316499108565044 0.30986228690017004 0.38283693767152727 0.40223108790814865 5.0333429502788931 0.61992186674615357 0.69735065480926994 0.69727721624076355 0.84535779693397195
leaf_count=44 2 203 10 151 2 51 177 3 11 16 31 22 26 11 430 65 40 197 41 86 368 899 29 22 134 373 166 120 20 160
internal_value=0 -0.000682642 0.00013154 -9.10389e-05 -0.00174219 -0.000230022 -6.16503e-05 0.000109549 0.000284376 -0.00181317 -0.000584701 0.000878075 -0.000858256 -0.00111989 -0.00218392 0.000207714 0.000822769 0.00106697 -1.84732e-05 0.00159126 0.00118122 -0.0022218 -0.00243179 -0.000221388 -6.47641e-05 0.000170434 0.000368373 0.000638286 -0.000976434 -0.00231846
internal_weight=0 11.8023 21.8683 18.0425 4.34735 16.7924 15.1782 14.233 13.277 1.61424 5.38875 7.88824 5.00462 4.64114 2.57631 2.06483 1.76209 7.45952 2.42955 5.02997 3.8258 3.55829 3.42435 0.692699 7.45494 6.75285 6.35062 5.73069 1.7944 0.955999
internal_count=3910 1992 1918 1540 996 1389 1322 1145 983 67 606 377 575 549 433 116 105 366 83 283 378 952 950 51 996 793 659 493 61 162
is_linear=0
shrinkage=0.002914


Tree=299
num_leaves=31
num_cat=0
split_feature=1213 1456 1 42 132 42 474 160 453 1373 475 123 475 1 1186 1186 376 1375 0 484 4 11 49 151 49 49 43 151 12 4
split_gain=0.558891 0.532288 0.469185 0.536168 0.681423 0.528753 0.548976 0.532743 0.546555 0.516078 0.501167 0.485658 0.457086 0.454562 0.42779 0.593244 0.449246 0.41719 0.55226 0.441609 0.490857 0.522782 0.472149 0.656058 0.526163 0.467319 0.48763 0.408724 0.390785 0.423891
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11561500000000001 -1.0000000180025095e-35 0.080815000000000012 0.11315500000000002 -1.0000000180025095e-35 -0.098319999999999991 1.0000000180025095e-35 0.099250000000000019 -0.084444999999999978 1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.085080000000000003 0.088185000000000013 0.091535000000000019 -0.43271999999999994 -0.230625 -1.0000000180025095e-35 0.25367000000000006 0.08184000000000001 -0.088329999999999978 0.079335000000000017 -0.075429999999999983 -1.0000000180025095e-35 -0.074904999999999985 -0.035524999999999994 -0.023959999999999995 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 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 27 3 4 14 6 -5 -8 9 10 -9 17 -1 -6 16 -16 -3 -12 -19 -20 21 22 23 -21 -24 -26 -27 -2 -28 -30
right_child=1 2 -4 5 13 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 24 -25 25 26 28 -29 29 -31
leaf_value=0.00348963095682206 0.00084625600019301182 -0.0032825719456596688 0.00091133475989780123 -0.0036905044306157512 -0.0018720925591343561 -0.0032250451489790233 -0.0016356260031522058 -0.0020647932789303572 -0.0023408660821744405 -0.0033826128455605627 -0.0017734466509910997 0.0030347419010791701 -0.0029108913816459246 0.0027710564550020135 0.0028460251912364341 -0.0032059171176004233 0.0021472659467363922 0.0026934462805299252 -0.0026331146912894304 -0.0028731660377176007 0.0024460890376262843 -0.0034514535021003124 0.0030729384941063564 0.0014461433158523998 -0.0022177889994203135 0.0021171709506631314 -0.0034161517040589991 -0.0034001393561336681 -0.0036792197540912591 0.00069120199787667941
leaf_weight=0.13947323709726323 0.35386181256035343 2.0691374259186048 5.3638204582966855 0.41406874393580295 0.37452509242575593 0.5428915194934224 1.6108003154513593 0.75990898697639409 0.79341511381789942 0.37495635775849123 0.80538934341167845 0.95752265758346844 1.2342322853510257 0.64400017412845045 0.40257744956761587 0.33189078257419169 0.18656499544158567 1.413137355295494 0.49059200240300427 0.98396141710692642 1.4409552228171367 0.38900535623543042 1.0260881127324086 0.65977273532189429 0.64278998400551657 2.1016997597180431 0.31645446759649942 0.90732357028173527 0.26471633370966952 4.2660992922026759
leaf_count=4 40 512 512 114 79 180 254 141 62 21 17 109 588 44 17 41 5 56 181 47 54 59 28 25 48 102 12 292 10 256
internal_value=0 -7.64053e-05 1.43643e-05 -0.00018393 -0.00130375 3.77043e-05 0.000127567 0.000209493 0.000377538 0.000505213 0.000593466 0.000721655 -0.00226104 0.00106371 -0.00211017 0.000111279 -0.00283348 0.000572011 0.000706986 0.00048388 0.000610347 0.000361983 0.000506546 -0.00113945 0.000820497 0.000516062 0.000768947 -0.00220869 0.000184378 0.000435857
internal_weight=0 30.8879 29.6267 24.2629 4.0087 20.2542 19.7113 19.2973 17.6865 16.893 16.5181 15.7582 1.37371 1.01853 2.99017 0.734468 2.2557 14.8007 13.9953 12.5821 12.0915 10.6506 10.2616 1.64373 8.61785 7.59176 6.94897 1.26119 4.84727 4.53082
internal_count=3910 3318 2986 2474 698 1776 1596 1482 1228 1166 1145 1004 592 123 575 58 517 895 878 822 641 587 528 72 456 428 380 332 278 266
is_linear=0
shrinkage=0.0033513


Tree=300
num_leaves=31
num_cat=0
split_feature=9 2 123 484 403 453 1446 50 50 401 156 1374 475 1186 4 11 16 12 41 159 123 0 4 52 52 51 457 0 2 160
split_gain=0.493431 0.522342 0.601589 0.573397 0.577803 0.445646 0.435005 0.40153 0.423884 0.492428 0.394499 0.387521 0.381456 0.380018 0.377512 0.420383 0.410373 0.436079 0.372481 0.387573 0.403659 0.435243 0.566589 0.476103 0.527972 0.420821 0.383335 0.443932 0.832245 0.593077
threshold=-0.016839999999999997 0.097940000000000013 0.086020000000000013 -0.0043499999999999988 -1.0000000180025095e-35 0.10963500000000002 0.091660000000000005 0.10119500000000002 0.10030500000000002 0.083660000000000026 0.11896500000000002 0.090240000000000015 -0.086424999999999988 0.085230000000000014 0.25367000000000006 1.0000000180025095e-35 -0.16268499999999997 0.095000000000000015 0.082560000000000008 0.10276500000000001 0.10103000000000001 -0.069794999999999982 -0.37626499999999991 -0.15422999999999998 0.086950000000000013 0.08955500000000001 -0.066264999999999991 -0.10575999999999998 0.08400500000000001 -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 5 -2 12 6 10 8 9 18 11 14 -5 -14 15 16 17 -3 19 20 21 23 -23 -6 25 26 -25 -28 -29 -30
right_child=1 2 -4 4 7 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.003104367621928515 -0.0030231176326479931 -0.0029630910487250246 0.0026603801228938695 0.0030450838397485759 -0.0033540121980574276 -0.0033813575219514853 -0.0033923111570178539 -0.0032482913925112496 0.0038776648636954726 -0.0031346361530451721 -0.0025123445364795553 -0.0025491634489970402 -0.0033031790898537211 0.0024034317546371814 0.0017306824603658074 -0.0033968776881478256 0.00079257524488708447 0.00084554190727750757 -0.0028616036756315124 -0.0026200844951181392 -0.0034243786023858535 -0.00085522426723071057 0.0022601666581941056 -0.0021614425565466425 -0.0022309712296595561 -0.0019076058315276186 0.001612078250261024 -0.0021272860747550289 -0.0020336547370597771 0.0022646083869253173
leaf_weight=0.49872965319082396 0.98668456394808046 0.7311254099477027 1.0849254855420429 0.13433091389015306 0.47187600203324187 0.3919906001538046 0.35547685995698053 0.46783807943575162 0.28218183293938714 0.60537559498334381 0.50993385969195593 0.4451446267776199 1.3672652615641805 0.14075586711987842 2.4452093192376196 0.33363774977624405 5.6392056294716859 0.59740987874101847 0.51046794705325815 0.58366131357615891 0.33936638606246639 0.91345698299119282 2.120338649023302 0.5171258352929663 0.98727140761911947 0.82573809497989703 3.498748150886966 1.3078972140210745 0.45637036295374667 1.5214635613956504
leaf_count=121 472 26 146 6 112 15 55 151 3 135 88 29 699 22 225 51 510 25 48 95 13 36 117 52 232 48 102 124 93 59
internal_value=0 -0.000211722 0.000306835 -0.000572048 -0.000430217 8.38115e-05 0.000206656 -0.000231478 -0.000137016 -0.000214297 0.000326203 0.000468227 -0.00229486 -0.00277053 0.000606037 0.000229397 0.000403034 -0.00125044 -8.85013e-05 1.60211e-05 0.000134743 0.00023045 0.00132214 -0.000115034 5.26527e-05 0.000330057 0.000583114 0.000792309 -8.06068e-05 0.00127282
internal_weight=0 30.5723 12.5341 18.0382 17.0515 11.4491 11.0571 15.4092 14.9413 14.6592 10.7017 10.1917 1.64235 1.50802 9.74659 7.30138 6.96774 1.32854 14.0538 13.5433 12.9597 12.6203 3.0338 9.58649 9.11461 8.12734 7.30161 6.78448 3.28573 1.97783
internal_count=3910 3789 1170 2619 2147 1024 1009 1420 1269 1266 954 866 727 721 837 612 561 51 1131 1083 988 975 153 822 710 478 430 378 276 152
is_linear=0
shrinkage=0.00330698


Tree=301
num_leaves=31
num_cat=0
split_feature=1 0 16 2 15 47 4 48 4 457 128 50 14 1373 44 16 52 403 157 0 0 52 42 4 43 2 43 46 483 160
split_gain=0.497807 0.778173 0.479175 0.47866 0.468563 0.549132 0.474301 0.429453 0.431278 0.448289 0.448395 0.523766 0.529046 0.532772 0.500821 0.40388 0.481551 0.379916 0.39401 0.41553 0.631245 0.34434 0.343953 0.540984 0.496897 0.342017 0.334385 0.310885 0.283642 0.308232
threshold=1.0000000180025095e-35 -0.084074999999999997 -0.50763499999999995 0.14808000000000002 0.090505000000000016 0.087850000000000025 0.22584000000000001 0.12862000000000004 -0.23071499999999998 0.53894500000000012 0.086435000000000012 0.11843500000000001 0.077685000000000018 0.11103 1.0000000180025095e-35 0.0015250000000000001 -0.089799999999999977 0.088825000000000015 -1.0000000180025095e-35 -0.082994999999999985 -0.074249999999999997 0.11401500000000002 0.091955000000000023 -0.52333999999999992 -0.24333999999999997 0.114165 -0.083094999999999988 0.13643000000000002 -0.086419999999999983 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 2 -1 4 5 7 -6 8 26 10 11 12 13 14 25 -4 -17 18 -3 -20 -21 22 23 -22 -24 28 -2 -7 -10 -30
right_child=3 17 15 -5 6 27 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 20 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00052329257514861815 0.0023039688373751744 -0.0036964745160381588 -0.003481038305831255 0.0029439728848439199 -0.0029984101557255028 -0.0010185584617876222 0.0015494007462397042 -0.00230902288440062 -0.0020789870819918981 -0.0035709709308403381 -0.0027458488725349436 -0.0029494155843990677 -0.0019701783799336717 -0.0035570909884788554 -0.0030349156008515543 -0.0037362275083689875 0.0025118275108389947 -0.0030524642393735891 0.0028543885702819196 -0.0032116596645209421 -0.0039911923503006524 -0.002380748413800269 0.0016996971350474383 0.0018641957304935373 -0.0038441243409293689 0.0037403289255011755 -0.0034432406652751173 0.0029657861207625967 0.0014909564187162174 0.0037085573292596585
leaf_weight=0.72904795012437018 0.1823496549623087 0.33124130687792774 2.3695646318374206 0.80251182965002854 1.1878222647937935 4.6082836503046556 0.41212300537154067 0.61742174078244794 0.26186441117896997 0.27893821219913739 0.38543807558016929 0.378125997376629 0.57373684499180022 0.25527844624593932 0.27750623947940845 0.29604766686679795 0.37061005987925444 0.5251517291762865 0.79533251689281304 0.69825934019172464 0.22699585848022286 0.48596135890693393 0.4175112247467041 2.9007555559510378 0.44629055733093981 1.2223702914780004 0.52093291096389727 0.27698711305856694 6.1664054293069031 0.9674448677105828
leaf_count=44 17 126 854 140 318 343 8 14 13 15 64 30 60 12 23 79 19 111 54 363 8 78 4 142 110 157 141 8 503 52
internal_value=0 -0.000802751 -0.0021359 0.000182035 6.26956e-05 0.000240821 -0.00182696 0.000658498 0.000818232 0.000999248 0.0011208 0.00126832 0.00143232 0.00164564 0.00179495 -0.00277441 -0.000262793 -6.75399e-05 0.000181183 0.000396292 1.85702e-05 0.000522318 0.000875759 0.00143924 -0.00116457 0.00195047 -0.00195308 -0.000792652 0.00165464 0.00179169
internal_weight=0 10.5928 3.76527 19.3755 18.573 16.9731 1.59995 12.0878 11.4704 10.7671 10.4882 10.1027 9.72461 9.15087 8.89559 3.03622 0.666658 6.8275 6.30235 5.97111 5.17577 4.47751 3.99155 3.12775 0.863802 8.61808 0.703283 4.88527 7.39571 7.13385
internal_count=3910 1992 996 1918 1778 1452 326 1101 1087 929 914 850 820 760 748 952 98 996 885 759 705 342 264 150 114 725 158 351 568 555
is_linear=0
shrinkage=0.00365268


Tree=302
num_leaves=31
num_cat=0
split_feature=1 12 40 3 3 11 49 2 2 151 16 4 160 52 52 51 43 43 15 42 132 130 1212 15 0 133 50 15 16 1
split_gain=1.78128 0.951873 1.01825 0.867461 1.34831 0.838562 0.722681 0.674328 0.593306 0.582428 0.606925 0.588617 0.582864 0.580707 0.572475 0.705303 0.788307 0.856105 1.22433 0.979442 0.884068 0.676765 0.806326 0.553215 0.749687 0.693853 0.536839 0.581762 0.92737 0.818853
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 -0.115685 -0.055684999999999991 0.08184000000000001 -0.13451999999999997 0.14808000000000002 0.11635500000000001 -0.27336999999999995 -0.54165499999999989 0.51224500000000017 -0.079234999999999986 -0.42985499999999993 0.091715000000000005 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.08401500000000002 0.12562500000000001 -0.083489999999999995 -0.5172699999999999 0.079360000000000014 0.10302000000000001 0.032270000000000007 0.087260000000000018 -0.008624999999999999 -0.0029949999999999998 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 23 -6 9 26 -3 -11 12 -12 -14 15 -5 17 18 -17 20 -20 -18 -23 25 -25 -1 27 29 -29 -8
right_child=1 7 -4 4 6 -7 8 -9 -10 10 11 -13 13 -15 -16 16 21 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012107850996476346 0.001614234703121634 -0.0019534193932629071 -0.0020515626894196059 -0.0019759215237428293 -0.0020851830107314045 -0.0015390501178174903 -0.00067220579188602544 0.0015549271161987021 -0.0017445410476465532 0.0016896759492842674 -0.0011097355947199629 0.0019957604710751373 -0.0019739229439189238 0.00016122397543327915 -0.0019865229932343868 -0.0014631362195819534 0.00061728112046273063 0.002507532633075796 -0.0019833264382447965 0.0018807922129400786 0.0025542491292634929 0.0016621284421989482 -0.0017837398035022403 -0.0020144905524253271 0.001651679036616594 -0.00067175907105118898 -0.0016433001494525153 0.0017083876927521072 -2.7157138494726068e-05 0.00102620343872917
leaf_weight=3.3345395538490257 2.9313231413252683 0.58083305694162746 0.3219149988144635 1.8927941631991387 0.72638842416927119 0.91970638022758056 4.625405614729968 1.1016781125217665 0.76745779288467098 0.80951675423420866 2.0042656434234205 0.51126232789829451 0.51475811004638217 9.2465863535180706 2.1879273977829135 1.9653757611522449 0.64982095337472578 0.44225295796058794 0.66154696536250446 1.160667387768626 0.21870430768467486 0.27988994086626684 3.6484644431620952 0.66682835877872992 0.31408216152340174 0.96674750966485579 0.69000995275564569 1.8935400312766431 3.1213334870990339 1.4203501800075171
leaf_count=80 301 24 8 403 23 67 171 82 53 48 76 45 113 290 563 240 42 11 127 26 3 17 768 68 5 34 41 38 102 41
internal_value=0 0.000293444 0.0012515 -0.000473248 -0.000628189 0.000185098 -0.000187922 8.24077e-05 -7.78295e-05 -3.62882e-05 4.88027e-05 -5.93937e-05 -0.000148698 4.86284e-05 -0.00107306 -0.00089003 -0.000662332 -7.57804e-05 -0.000360951 0.000700437 -0.000855935 -0.00123228 -0.00153823 0.000485297 -0.000840603 0.000787669 3.10268e-05 0.000135479 0.000628158 -0.000273193
internal_weight=0 18.0221 3.25324 32.5538 26.3519 6.2019 13.2445 14.7689 12.5181 13.6672 13.0864 12.2769 11.7656 9.76134 13.1074 10.9195 9.02672 4.44855 4.00629 2.04092 0.880251 4.57818 3.92835 5.2822 0.980911 4.30129 11.7506 11.0606 5.01487 6.04576
internal_count=3910 987 309 2923 2669 254 469 678 446 596 572 524 479 403 2200 1637 1234 407 396 156 130 827 785 187 73 114 393 352 140 212
is_linear=0
shrinkage=0.00195653


Tree=303
num_leaves=31
num_cat=0
split_feature=1213 156 15 1425 51 480 1348 14 3 133 13 52 403 39 122 159 15 2 52 15 483 15 42 15 156 1373 0 1456 9 42
split_gain=0.465201 0.448848 0.423566 0.465236 0.511309 0.422442 0.402421 0.516165 0.460945 0.456922 0.540372 0.725001 0.519777 0.461436 0.542292 0.478831 0.505446 0.41842 0.568233 0.470975 0.40373 0.528468 0.507054 0.476671 0.469227 0.452346 0.480658 0.447117 0.404756 0.366234
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26361999999999991 0.10625000000000001 0.11024000000000002 0.08456000000000001 0.093505000000000019 0.077685000000000018 -0.15464999999999998 -0.26719999999999994 -0.091229999999999992 0.11588000000000002 -1.0000000180025095e-35 0.005105000000000001 1.0000000180025095e-35 0.094195000000000015 -0.11739999999999999 0.097940000000000013 -0.087094999999999992 -0.13578499999999996 0.083960000000000021 -0.106555 -0.09602999999999999 -0.095799999999999982 0.091280000000000014 0.099250000000000019 0.14676000000000003 -1.0000000180025095e-35 0.084755000000000011 0.094935000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 -10 11 17 -12 15 -15 16 -14 18 -11 -20 21 -18 -23 -24 25 26 27 -25 -29 -4
right_child=1 2 5 -5 -6 -7 -8 -9 9 10 12 -13 13 14 -16 -17 20 -19 19 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0020986919388933231 -0.0032150683930167209 0.0027470874744916435 0.0022687768542993406 -0.0038573393379170966 -0.0010704024681529444 -0.0032292531078173051 0.0031649944721311176 -0.0028805706191110071 -0.0032468655319297878 -0.0032031904749113367 -0.0026925520971261998 -0.0022754466194457876 -0.0027149531753530303 0.0015502396363978354 -0.0033893053234014354 -0.0028303555835535606 0.0029896293531040809 0.0021955788943563781 -0.0023057473539112678 0.0017735020785404406 -0.0032771923529822137 -0.0031693783488791522 -0.0018521284340682525 -0.003235287583623491 -0.002894480472671707 -0.0033521653650856391 -0.0033648083003014291 0.0010146390467732473 -0.0028284375550119696 -0.00097756284798364355
leaf_weight=1.1896783520642227 0.45253686382785119 1.4544692435883981 1.4344133117119984 0.16007804824039329 0.47450576769188035 0.43834725060150859 0.38676834024954487 0.67089053266681631 0.48143718988287432 0.39665066648740355 0.9392690222594301 0.68623259937157843 0.84071357798531998 2.1700463473680425 0.25308065488934506 0.82950593699934039 0.55897972779350702 2.3265131601365283 0.35590332880383369 1.5267465891666014 0.40630924364086318 0.5543253740761579 1.2802227327192852 0.28174386610046021 0.46305355592630881 0.31381260906346131 0.30653479997999955 7.1034579207187454 0.29091020789928723 0.47064952400978644
leaf_count=592 196 269 120 3 20 197 30 97 178 15 461 62 93 188 7 204 9 118 15 78 110 90 57 82 108 16 13 427 35 20
internal_value=0 -6.02845e-05 -9.03246e-06 0.00137391 0.00180803 -0.000121156 -6.73652e-05 -0.00011749 -4.1112e-05 -0.000169551 -0.000101852 0.000786666 -0.000385246 -0.000246792 0.00103433 -0.000481443 -0.000324312 0.0012429 0.000270485 0.00100235 -0.000150441 -3.65319e-05 -0.000196203 -3.20444e-05 0.000233965 0.000408574 0.000556416 0.000713004 0.000863444 0.00146676
internal_weight=0 28.3081 27.8556 2.08905 1.92898 25.7665 25.3282 24.9414 24.2705 22.3654 21.884 5.29205 16.592 15.6527 2.42313 13.2296 12.4001 4.60581 2.2793 1.88265 11.5594 11.153 10.5941 10.0397 8.75951 8.29646 7.98265 7.67611 7.39437 1.90506
internal_count=3910 3318 3122 292 289 2830 2633 2603 2506 2366 2188 288 1900 1439 195 1244 1040 226 108 93 947 837 828 738 681 573 557 544 462 140
is_linear=0
shrinkage=0.00319335


Tree=304
num_leaves=31
num_cat=0
split_feature=1 0 453 39 1348 133 4 1429 52 3 16 132 2 16 457 159 1375 156 1212 9 51 11 11 42 42 43 4 157 158 42
split_gain=0.456797 0.697452 0.43186 0.440228 0.460576 0.427949 0.493121 0.446718 0.436459 0.407728 0.430214 0.436588 0.459695 0.53967 0.455819 0.509831 0.573572 0.405427 0.397796 0.429501 0.392731 0.372805 0.369439 0.34406 0.401568 0.426666 0.382991 0.420167 0.398638 0.365303
threshold=1.0000000180025095e-35 -0.084074999999999997 0.096095000000000014 0.005105000000000001 0.090050000000000005 0.084285000000000013 0.0021050000000000005 0.086185000000000012 0.048695000000000009 0.31335500000000011 0.070590000000000014 0.080815000000000012 0.075670000000000015 -0.17157499999999998 -0.067474999999999993 -0.030694999999999997 -0.43271999999999994 0.090560000000000015 -0.50114499999999984 -0.016839999999999997 -0.40274499999999996 0.091445000000000012 0.082245000000000013 -0.089744999999999978 0.091955000000000023 -0.24333999999999997 -0.52333999999999992 -1.0000000180025095e-35 0.086290000000000019 -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 9 7 -7 -1 -8 10 11 12 13 -2 -14 -16 -17 22 -15 -20 -5 -22 -18 -3 26 -26 -25 -28 29 -29
right_child=2 23 -4 20 -6 6 8 -9 -10 -11 -12 -13 14 18 15 16 17 -19 19 -21 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.0031620917924047713 0.00031804757016765225 -0.0023390789932285316 -0.0025305550487392517 -0.0032064947767606066 0.0032495377310392363 -0.0031023355207053698 0.0014936122294101554 0.0032415296407555965 -0.0031735288558558485 0.00246767528843217 -0.0015054482315050245 0.0020051726057470432 -0.0017680007712065405 0.0028049351461083638 -0.0020838672064974299 -0.0016216201738071935 0.0019777304895095956 -0.00098755992476002924 0.0035211074232704229 -0.0027636132775404974 0.0018194785204659898 -0.0029196736214131083 -0.00095309422735319793 -0.003365892074262032 0.0006583670778608742 -0.0031839359779680045 -0.0031185776821251068 -0.00059982908960206521 -0.0024216825893217209 0.0017101027241449309
leaf_weight=1.7454710235178956 1.6356627042405301 0.5728792018489911 0.55056352680548926 0.17431611148640547 0.40666985511779863 0.52495058684144158 0.89919340616324894 0.10993041354231525 0.2412538206554018 0.57425961026456285 1.9936146322288539 0.98575223470106799 0.86244847252964962 0.14935993583639939 0.59566774597624306 0.73329428955912579 3.701287732750643 0.63564172701444466 0.1093478798866222 1.8448623528238459 2.795398084679618 0.1669894482474773 0.45891792426118616 0.22560875792987545 0.48791003087535501 0.6268264786340294 0.25207251013489429 0.8182566877221692 0.30471421481342975 3.1593495484557943
leaf_count=555 64 203 32 9 31 300 73 7 61 115 328 108 31 10 54 14 163 34 1 525 353 9 37 8 17 277 83 223 35 150
internal_value=0 -0.000662103 0.00015706 0.00024008 1.63e-05 -0.00176498 -0.000631172 -0.00278268 0.00050631 -7.57763e-05 -0.000182344 4.28699e-05 -0.000137463 -0.00100938 0.000329141 0.000624445 0.000916218 0.00130426 -0.00204154 -0.00241195 0.00128787 0.00155233 0.00165443 -5.98619e-05 0.000162398 -0.00150219 0.000552226 0.000747172 0.000974723 0.00123491
internal_weight=0 9.96842 18.3741 17.8235 14.6868 3.5208 1.6654 1.8554 1.14045 14.2801 13.7059 11.7122 10.7265 3.73923 6.98726 6.12481 5.52914 4.79585 2.10357 1.95421 3.1367 2.96239 4.16021 6.44762 5.87474 1.11474 4.76 4.53439 4.28232 3.97761
internal_count=3910 1992 1918 1886 1515 996 434 562 134 1484 1369 1041 933 600 333 302 248 234 536 526 371 362 200 996 793 294 499 491 408 373
is_linear=0
shrinkage=0.0030811


Tree=305
num_leaves=31
num_cat=0
split_feature=1 12 40 484 42 42 51 0 52 52 43 43 3 453 50 4 47 52 4 13 457 1375 52 42 52 131 45 1429 52 52
split_gain=2.53018 1.22307 1.40141 1.01306 1.0918 1.23884 0.898395 1.08482 1.14481 1.10835 0.901236 0.97436 0.891182 0.912475 0.862331 1.26674 1.01254 0.846623 0.836531 1.01583 0.766135 1.15614 0.863411 0.73264 0.769428 0.861135 0.72849 0.711732 0.694525 0.687223
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 -0.0043499999999999988 -1.0000000180025095e-35 0.091955000000000023 -0.10748999999999999 -0.077944999999999987 0.084890000000000007 -0.11051499999999999 -0.076484999999999984 0.070805000000000021 0.16699000000000003 1.0000000180025095e-35 0.11515000000000002 -0.17479499999999998 0.11603500000000001 0.048490000000000012 0.11205000000000001 0.41346500000000003 0.082870000000000013 -0.43271999999999994 -0.026849999999999995 -0.14127499999999996 -0.074484999999999982 0.088565000000000019 0.13734000000000005 0.084920000000000009 0.0033900000000000002 -0.0058499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -8 -9 -12 13 14 15 -3 23 20 19 -7 27 -22 -23 -17 -25 -26 -16 29 -24 -11
right_child=1 12 -4 4 5 18 7 10 -10 17 11 -13 -14 -15 26 16 -18 -19 -20 -21 21 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0013298181470850609 0.0013360221891871786 -0.0016240686379650135 -0.0016684742418946598 -0.00089308761580815272 -0.0015963473649739414 -0.0015875201966719509 -0.0015703879668713017 0.0011632508562811725 -0.0012961371921557838 -0.0012211518099541545 -0.0010295480124089811 0.00060854993017487853 0.0011178490391909246 -0.0015540579056711882 -0.0016328252480631664 -0.00093724215540569777 -0.00062401331591974423 0.00126854029950195 0.00019602431742586225 0.0021166023989225998 -0.0011449087608493781 0.001556384719768017 -0.0013541817205494427 -2.0583282116661882e-05 0.0012194765766372268 -0.00040325431198224649 0.00063218361790667507 0.0010712026881821452 0.0013390799717592505 -0.00015522819523073521
leaf_weight=2.8220442518359041 3.6242695823311832 0.88730670488439756 0.42490217834711064 7.3020917596295467 0.90540871256963029 3.0974774633068587 1.0983352714683885 2.9638170097023249 2.1453819745220235 2.3123858822509664 1.3949207516852724 2.4551758882589638 1.7688729530200351 0.93445110181346613 1.2412627367302782 0.76345835253596384 2.2825986952520898 1.2932475325651456 1.1188917742110787 0.19265370070934285 0.81644693203270469 1.9672965947538619 0.57131546502932873 2.7965792114846399 5.2029521397780565 0.9469254589639603 0.48330480605363835 0.75182441854849447 0.39793359860777855 4.1247718902304769
leaf_count=510 301 86 8 884 77 453 88 71 281 123 53 31 96 24 65 13 67 40 35 1 12 25 41 96 191 32 8 26 7 165
internal_value=0 0.000246365 0.00102074 -0.0004278 -0.000354882 -0.000212527 -6.79834e-05 -5.90992e-06 -0.000234988 -6.42485e-05 0.00051448 1.5054e-05 6.51971e-05 -5.46321e-05 4.13076e-05 0.000180476 0.000313991 7.09551e-05 -0.000973052 -0.00137063 -7.05892e-05 0.000502616 0.000960676 0.000534497 0.00066009 0.000969617 -0.000998063 -0.00036983 -0.00024844 -0.000538134
internal_weight=0 21.3569 4.04917 37.7314 34.9094 27.6073 23.1983 22.2929 15.4789 13.3336 6.81391 3.8501 17.3077 15.5388 14.6044 12.8798 11.9925 12.2352 4.40902 3.29013 10.942 3.75299 2.93655 9.70992 8.94646 6.14988 1.72457 7.18898 0.969249 6.43716
internal_count=3910 987 309 2923 2413 1529 1040 963 808 527 155 84 678 582 558 485 399 439 489 454 399 85 73 332 319 223 73 314 48 288
is_linear=0
shrinkage=0.00156517


Tree=306
num_leaves=31
num_cat=0
split_feature=31 160 401 1456 15 1211 158 156 124 15 1365 42 1 122 128 130 1374 4 1456 2 15 151 15 157 4 42 16 4 49 0
split_gain=0.42944 0.392003 0.398825 0.408456 0.429772 0.375116 0.387694 0.40228 0.355533 0.35238 0.359603 0.377064 0.471129 0.464797 0.504756 0.377098 0.387858 0.349437 0.414518 0.420531 0.440539 0.485828 0.338921 0.376056 0.380597 0.377708 0.5049 0.388703 0.408379 0.365638
threshold=-1.0000000180025095e-35 -0.40446999999999994 0.10072000000000002 1.0000000180025095e-35 -0.26361999999999991 0.082530000000000006 0.084965000000000027 0.10477500000000002 0.11158000000000001 -0.19153499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.09197000000000001 0.11637500000000002 -0.23515499999999998 0.087785000000000016 0.074650000000000008 -1.0000000180025095e-35 0.12238000000000002 0.091600000000000015 0.14975000000000002 -0.095799999999999982 -0.082189999999999999 0.028075000000000006 0.091955000000000023 0.41476000000000007 -0.49837999999999999 -0.091004999999999989 -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 4 -3 6 7 9 -8 -6 11 12 -11 14 -14 -13 17 18 -17 20 22 -22 -20 24 -24 27 -27 -25 -29 -30
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 -12 15 13 -15 -16 16 -18 -19 19 -21 21 -23 23 25 -26 26 -28 28 29 -31
leaf_value=0.0029761635943481974 -0.0022519345481330603 0.0015537760218131021 -0.0029328685645046335 -0.002450886769468477 -0.0019680024681179211 -0.0031365715581231743 -0.0022140963031939726 -0.0029488548721166058 0.0033073134330306171 -0.0019054427611614681 -0.0022186897087684647 -0.0032545095051314463 0.0016595190633973739 -0.0033685603514984272 -0.0034586902811372011 -0.0029694488703224621 -0.0019593864641721239 0.0015343377987265296 -0.001032090962354243 0.0024619408549586348 -0.003368755017390855 0.0028660712961943611 -0.0025457356229530797 -0.0017646127671077077 0.0035347599249203479 -0.0033571888905183688 0.0017130425829548774 -0.0012600353628026105 0.0010105112663024753 0.0026498529454476718
leaf_weight=0.44174654170638206 0.89541067986283707 1.6930161846103278 0.49751159656443533 0.70240882723010045 0.79171570466135222 0.40515264376881432 1.2422242046741292 0.4424752103514028 0.13019898498896498 1.6640392878616901 0.60643804993014683 0.26979173661679112 1.5094595326809215 0.28694891557097424 0.22354366816580284 0.36220454776780009 0.60618143901228982 3.3922711218474442 1.3070202217786864 0.9935705433017582 0.59369954507565204 0.16041451878845692 0.59843894137887943 0.43824227314328634 0.12590823136270046 0.45731246579089191 0.35064055421389639 0.56546550744680768 4.0808679161709991 2.0733495453020883
leaf_count=113 305 231 192 296 87 197 243 159 6 488 53 25 130 8 42 144 55 185 98 73 121 2 136 45 2 89 17 31 249 88
internal_value=0 -0.000183194 -0.000113479 -5.96808e-05 6.52199e-06 -0.000104111 -5.13187e-05 5.1392e-05 -0.00169029 0.00011326 0.000192994 0.000265904 -0.000652968 0.000378823 0.000999311 0.000472624 0.000535059 0.000632617 0.000379966 0.000483259 0.000300402 -0.00204249 0.000477132 0.00070412 -0.00148881 0.000903526 -0.00115678 0.00113608 0.00132526 0.0015628
internal_weight=0 27.4659 26.5705 26.073 25.3706 23.6776 23.2724 21.9 1.37242 21.4575 20.6658 20.0594 3.68399 2.01995 1.733 16.3754 16.1056 15.4994 12.1071 11.7449 10.7514 0.754114 9.99725 8.69023 0.724347 7.96588 0.807953 7.15793 6.71968 6.15422
internal_count=3910 3797 3492 3300 3004 2773 2576 2327 249 2168 2081 2028 668 180 172 1360 1335 1280 1095 951 878 123 755 657 138 519 106 413 368 337
is_linear=0
shrinkage=0.00317885


Tree=307
num_leaves=31
num_cat=0
split_feature=1 12 40 151 16 159 3 3 47 49 50 52 1212 43 130 15 43 13 42 132 47 1 157 150 0 160 12 11 160 15
split_gain=1.64096 0.964874 1.22668 0.777819 0.796413 0.720972 0.744677 0.90711 0.689097 0.662897 0.572745 0.562245 0.5368 0.564106 0.930428 0.889695 1.08629 0.721299 0.6416 0.824118 0.525131 0.523662 0.514122 0.520252 0.835369 0.524353 0.59116 0.48258 0.480517 0.471618
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 -0.40391999999999995 -0.072804999999999981 -0.034019999999999988 -0.115685 -0.055684999999999991 0.096475000000000019 -0.13451999999999997 0.13480500000000004 -0.42985499999999993 -0.5172699999999999 -0.077544999999999989 -0.083489999999999995 0.041585000000000004 -0.078644999999999979 0.0015650000000000002 0.08401500000000002 0.12562500000000001 0.085165000000000018 0.11561500000000001 -0.057789999999999987 0.14331000000000002 -0.15291499999999997 -1.0000000180025095e-35 0.10371500000000002 0.08184000000000001 -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=5 2 -2 -3 8 -1 20 12 28 -9 11 -6 -8 15 17 16 -14 -15 19 -17 27 -10 -13 24 -24 -26 -27 -7 -5 -30
right_child=1 3 -4 4 10 6 7 9 21 -11 -12 22 13 14 -16 18 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0013738794020168471 0.0013516247108760579 -0.0015841251088591247 -0.0016876817983918322 -0.00020681481274918744 -0.0016085333158688824 0.0002193835920533712 0.0013017625603357079 -0.0016629924379563965 -0.00087088610875599593 -2.3251797434911833e-05 -0.0016670646568283209 0.00089455661380041579 -0.0013084843564467267 -0.00084488362333362738 -0.0014861713920167555 -0.0016105320642597531 0.0012088551743171215 0.0026127979128432585 0.0010422653242638303 0.0019364823284114805 0.0013328734448891531 0.00066233226836277532 0.0018158219383481637 -0.0015899620078204425 -0.0012252535148531542 0.0005140700073430263 -0.0012658699634821183 -0.0013642213024346191 0.001557017359673993 0.00031273047625437182
leaf_weight=1.6703018484404335 3.0216675463598253 0.68389185192063706 0.37841999903321255 0.78245526109822083 0.5531096493359654 3.6954258690821034 0.31316448550206466 0.66151141840964633 1.2123903809115293 11.121210749261072 0.61992953694425512 1.4552434070501474 3.1329350483138119 0.36845734762028381 4.1864846545504291 0.65998655173461918 0.50394843285903768 0.26103265513665974 1.2906765565276144 0.22158030176069587 0.9260222102748229 1.0551007175818083 0.56281028967350621 0.58588001132011402 1.0373294139280917 2.0675698341801723 0.61253958637826134 0.56135850562714029 2.475564068416134 1.1206425633281467
leaf_count=410 301 23 8 48 113 142 29 22 36 389 33 69 504 45 1064 144 22 5 62 5 28 15 7 9 50 70 29 52 153 23
internal_value=0 0.000248775 0.00101336 7.34125e-05 0.000153577 -0.000358305 -0.000297514 -0.000421678 0.000554622 -0.000115311 -0.000202075 -6.99649e-05 -0.000751697 -0.00081222 -0.00121494 -0.000478353 -0.000959667 0.000588924 0.000327488 -0.000718996 0.00024681 -0.000157455 6.46573e-05 -0.000183529 8.98357e-06 -0.000264567 0.000107264 1.05475e-05 0.000923372 0.00116928
internal_weight=0 18.2245 3.40009 14.8245 14.1406 29.5741 27.9038 22.721 6.64615 11.7827 7.49441 6.87448 10.9383 10.6251 4.81597 5.80913 3.63688 0.62949 2.17224 0.881567 5.18281 2.26749 6.32137 4.86613 4.28025 3.71744 2.68011 4.25678 4.37866 3.59621
internal_count=3910 987 309 678 655 2923 2513 2291 275 411 380 347 1880 1851 1114 737 526 50 211 149 222 51 234 165 156 149 99 194 224 176
is_linear=0
shrinkage=0.00159138


Tree=308
num_leaves=31
num_cat=0
split_feature=1 0 2 133 4 2 52 15 4 453 1425 4 11 3 2 3 0 31 13 131 3 4 48 403 403 3 42 42 123 4
split_gain=0.417597 0.645438 0.413209 0.403783 0.440196 0.408016 0.379408 0.376237 0.425079 0.402896 0.386497 0.462945 0.442929 0.466534 0.484129 0.78866 0.544093 0.392229 0.413365 0.413134 0.401168 0.417687 0.368427 0.333021 0.366865 0.353002 0.371575 0.36139 0.594053 0.543986
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.084285000000000013 0.0021050000000000005 1.0000000180025095e-35 0.048695000000000009 0.090505000000000016 0.22584000000000001 0.096095000000000014 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.10315499999999998 1.0000000180025095e-35 0.082730000000000012 -0.017269999999999997 -1.0000000180025095e-35 -0.0024749999999999993 0.097135000000000013 -0.078884999999999997 -0.0025899999999999994 0.084500000000000006 0.088825000000000015 0.085745000000000016 -0.5217799999999998 0.09901500000000002 -1.0000000180025095e-35 0.091310000000000016 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 9 -9 10 11 12 13 -2 16 -16 17 -15 19 20 -19 -22 -17 24 25 -3 27 28 -27 -29
right_child=2 23 -4 4 6 -7 -8 8 -10 -11 -12 -13 -14 14 15 22 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0037702060423355399 0.0021980336812713426 0.0040291155219209732 0.002866388422095841 -0.0036551298629519452 0.0015604000524286515 -0.0037221652517742078 -0.0037274048895299229 -0.0029157956441257632 0.0015658381098227006 -0.0029639705964001179 -0.0040548748947738193 0.0032654570528619252 -0.0021182203946514644 0.003866106561781356 0.0029159699850451132 0.001352331557249021 0.0038342073099614515 -0.003672353840658585 -0.0030778579906840628 0.0022194209844394338 0.0028716737902918354 -0.0016577514894800941 -0.0005893280333298021 -0.003002744818496762 0.004531688620352534 -0.0036943621710975095 -0.003778665122532208 -0.0039051319449183042 0.0027715203686015473 0.00093859405317756755
leaf_weight=0.10193613870069596 1.7321583477896627 0.26982516981661309 0.72516146604902942 0.47904651355929662 0.89671891357284017 1.6151661023031918 0.22365114869899116 1.0453934543475032 0.3809314309619366 0.50453339726664204 0.26005509600509036 0.71394062554463822 0.95700151263736266 0.19359748210990302 1.6905011791968716 1.9820694006048141 0.30888029257766891 0.64572129811858614 1.3095220503746574 0.55108933325391252 0.406518270727247 0.79154226311948261 3.6878568823449314 0.47187029430642713 0.2437553023919462 0.7014881957147735 0.36247966066002835 0.33453205105615813 0.25580144766718149 3.5702064245415386
leaf_count=2 176 6 140 300 73 560 61 318 8 28 59 164 78 28 117 142 45 193 110 53 41 77 141 111 4 371 167 11 5 321
internal_value=0 -0.000760595 0.000180824 -0.00205425 -0.00074113 -0.00327738 0.000504835 6.73439e-05 -0.00171888 0.000229259 0.00033504 0.000411298 0.000268367 0.0004401 0.000176857 0.000738613 -0.000806004 -0.0011737 -0.00143709 -0.000539908 -0.00136465 -0.000120856 8.94293e-05 -6.96986e-05 0.0001715 -2.19394e-05 -0.00023116 3.33174e-05 -0.00196659 0.000523616
internal_weight=0 9.52648 17.8865 3.31652 1.59942 1.7171 1.12037 17.1613 1.42632 15.735 15.2305 14.9704 14.2565 13.2995 11.5673 7.36043 4.20687 3.89799 3.70439 2.39487 1.84378 1.19806 5.66993 6.20996 5.73809 5.49433 5.22451 4.86203 0.95729 3.90474
internal_count=3910 1992 1918 996 434 562 134 1778 326 1452 1424 1365 1201 1123 947 400 547 502 474 364 311 118 283 996 885 881 875 708 376 332
is_linear=0
shrinkage=0.00363208


Tree=309
num_leaves=31
num_cat=0
split_feature=1213 156 158 31 160 15 483 475 1338 403 133 52 1 124 13 11 14 484 457 403 1212 42 13 3 3 2 2 132 156 4
split_gain=0.389126 0.38772 0.37444 0.379036 0.341782 0.356794 0.349425 0.33298 0.332729 0.345251 0.331102 0.417851 0.376281 0.342697 0.437013 0.522005 0.324563 0.333238 0.430463 0.396195 0.36933 0.345635 0.318403 0.315109 0.305467 0.436038 0.399316 0.485081 0.397195 0.383962
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11034000000000001 -1.0000000180025095e-35 -0.40446999999999994 -0.46970499999999993 0.083960000000000021 -0.086004999999999984 1.0000000180025095e-35 -0.084084999999999979 -0.26719999999999994 -0.42985499999999993 0.10113500000000002 -0.52484999999999993 -0.021089999999999994 0.087830000000000005 0.077685000000000018 0.085815000000000016 -0.0015249999999999997 0.087440000000000004 -0.46965499999999993 0.083425000000000013 -0.15355999999999997 -0.097604999999999983 -0.15002999999999997 0.11680500000000001 0.075670000000000015 0.079995000000000011 0.082605000000000026 -0.52333999999999992
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 8 -1 9 22 -11 -12 16 -14 15 -15 17 18 23 24 -21 -19 -7 -13 -20 26 27 -26 29 -28
right_child=1 2 -4 4 5 6 -8 -9 -10 10 11 12 13 14 -16 -17 -18 21 19 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0036085439131422685 -0.0035234223019005922 0.0036103131238818713 -0.0031688353421111893 -0.0022859081930714925 0.0034813465832036036 0.0024201845741622522 -0.0018073445963904299 -0.0029050187596681345 -0.0037031136770486182 -0.002419747503455044 -0.0030055310846837219 0.0021717868908660209 -0.003355400001089812 0.0031534305096763068 0.00057942561576752372 -0.0016470803990446545 -0.0035920595747151542 0.0028820156164524337 0.0022673995364387071 0.0026357714262259693 -0.0035890640954406761 -0.0020678416150498196 -0.0033298789977568894 -0.0035327960849215619 -0.0028749067710898517 -0.0035885976760361422 -0.0037393464376068637 0.0038203140546330706 -0.0025462507634859159 0.00093456058604044325
leaf_weight=0.10729403421282768 0.38751822974882699 0.3640653737820817 0.44724355259677295 0.76918181875954417 0.37346054695082287 0.14773054211400449 1.20120754270465 0.93288962508086359 0.27378235949436103 0.54827041929822584 0.44810194027380035 0.14468165533617139 0.20925632677972306 1.9234838398406284 4.6418984201736739 0.32459177076816548 0.29276891128392968 0.91810220573097534 0.90777452895420374 0.14613583579193801 0.58338442048989314 0.21310781268402934 0.58811972255355982 0.66165474680022285 0.82565456672439896 0.36958913458511311 0.22261901141612206 0.15808094711974263 0.46835632403963234 6.7368319630331603
leaf_count=4 196 110 128 233 88 6 299 588 19 180 206 3 8 207 263 15 42 49 29 7 89 75 412 79 151 25 9 4 76 310
internal_value=0 -4.79156e-05 6.15381e-06 6.4203e-05 1.06291e-05 8.63495e-05 3.11159e-05 -0.00223315 0.000132632 0.000181521 0.00026513 0.000338017 0.000413886 0.00105905 0.00119312 0.0024603 5.17812e-05 0.00013812 -4.44287e-05 0.000146334 -0.00234212 0.00194952 -0.00217549 -0.00250922 0.000333701 0.000133799 0.000297355 -0.00179902 0.000574998 0.000785052
internal_weight=0 25.2967 24.9091 24.4619 24.0978 23.3286 22.9552 1.04018 21.754 21.4802 20.7443 20.1961 19.748 7.09923 6.88997 2.24808 12.6487 12.356 11.2248 10.4184 0.72952 1.13121 0.73585 0.806336 9.68891 8.78113 8.41154 0.983736 7.42781 6.95945
internal_count=3910 3318 3122 2994 2884 2651 2563 592 2264 2245 1827 1647 1441 493 485 222 948 906 782 700 96 124 418 82 604 575 550 155 395 319
is_linear=0
shrinkage=0.00350153


Tree=310
num_leaves=31
num_cat=0
split_feature=123 130 375 1456 1 51 48 44 1 12 148 50 158 1444 3 49 133 0 50 15 2 484 12 14 48 15 2 52 13 13
split_gain=0.365594 0.512854 0.499802 0.436468 0.404196 0.479163 0.349484 0.389458 0.349136 0.380256 0.372156 0.359779 0.344868 0.377438 0.337743 0.496186 0.451613 0.366915 0.372585 0.362422 0.329871 0.412975 0.357111 0.328751 0.325134 0.538877 0.41824 0.317464 0.591842 0.378325
threshold=1.0000000180025095e-35 0.079100000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.13562500000000002 -0.40274499999999996 0.12649500000000002 1.0000000180025095e-35 0.10420500000000001 0.11742500000000002 -0.07990499999999999 0.10119500000000002 0.084965000000000027 -0.10662999999999999 -0.115685 -0.085974999999999982 0.089725000000000013 -0.10071499999999999 0.10030500000000002 -0.016339999999999997 0.10457000000000001 0.097755000000000022 0.10333000000000002 0.088250000000000009 0.085875000000000021 -0.095799999999999982 0.089070000000000024 0.11401500000000002 -0.17606499999999997 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -10 12 14 -14 19 16 -16 24 27 -1 22 -22 -12 -4 26 -26 -17 28 -19 -30
right_child=2 -3 23 -5 5 -7 -8 -9 9 -11 20 -13 13 -15 15 17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.003801868070410505 -0.0043271294153189857 -0.0037237817122511697 0.0023712444955665828 -0.0036711135707265421 -0.0042721547705884596 0.0031642758599162808 -0.0024566460886745636 -0.0040973139846416096 -0.0029735825362366079 -0.0024501049184296139 -0.00074102528620112159 -0.0041496022354295505 0.004594908793377918 -0.0040978734187702851 -0.0041909458570027359 0.00026181238467875933 0.0011476810244516185 0.0028555950484895061 0.0044935537707458438 0.00032110523254427336 0.0035689865505962965 -0.001766481597901316 0.0032407490310559233 -0.0042938360182661998 -0.0033829848669221702 0.0019684569474042973 0.0037599015007552658 -0.0043376536954404929 -0.0041483321649541478 -0.00071227104594711146
leaf_weight=0.69274593226145986 0.23716649180278215 0.72505754383746435 2.0860814562765877 0.59920693127787572 0.17025244701653708 1.0911456838366564 1.1454606803308696 0.40801395650487293 0.31362550327321503 0.50144434813410033 1.3037339547299773 0.4115110730344903 0.097672166622942314 0.64914021422737356 0.98835720861098753 1.2681140446802723 0.37020603817654774 0.69225965160877789 0.22075945034157474 1.9109869391250089 1.774895071226638 0.28635637252591539 0.54200149129610498 0.13385523809120048 0.64282206009374931 0.63652515131980159 1.07208090176573 0.4368837546207941 0.6512620522407947 3.3268950478231574
leaf_count=41 8 436 319 303 10 156 69 35 21 26 137 253 2 196 68 50 28 15 4 141 183 11 30 7 29 13 50 154 345 770
internal_value=0 -0.000311709 0.00136161 -0.000200292 -0.000104031 0.00216057 -0.000244445 -0.000112455 -2.59275e-05 0.000944068 0.00134732 -0.00035151 -0.000237064 -0.00296098 -7.94909e-05 -0.000414662 -0.00273618 -6.21735e-05 -0.000750282 0.00124719 0.00169418 0.00282776 0.000428225 0.00196936 0.000950739 -0.000720434 0.00186434 -0.000976943 -0.000662572 -0.00127479
internal_weight=0 22.9294 2.4571 22.2044 21.6052 1.2614 20.3438 19.1983 18.7903 4.72206 4.22061 14.0682 13.6567 0.746812 12.9099 10.3062 1.35856 8.9476 5.32806 2.60373 3.90699 2.06125 1.84574 2.21994 3.61954 1.27935 2.34019 5.1073 4.67042 3.97816
internal_count=3910 3576 334 3140 2837 166 2671 2602 2567 408 382 2159 1906 198 1708 1526 96 1430 1288 182 361 194 167 326 142 42 100 1284 1130 1115
is_linear=0
shrinkage=0.00412273


Tree=311
num_leaves=31
num_cat=0
split_feature=1 12 3 40 51 484 3 3 47 4 50 2 48 457 2 43 2 13 457 16 132 15 151 2 52 160 403 132 0 0
split_gain=1.86481 1.40948 1.19938 1.16241 1.06492 1.03975 0.955491 0.88976 0.823341 1.29801 1.36051 0.806255 0.69093 0.771201 0.793792 0.677583 0.646646 0.792792 0.587233 0.820246 0.57725 0.682018 0.964413 0.615055 0.664877 0.555145 0.570407 0.668189 0.748082 2.02747
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 0.34489500000000001 -0.40274499999999996 -0.0043499999999999988 -0.115685 -0.069909999999999986 0.11603500000000001 -0.17479499999999998 0.11515000000000002 0.13345500000000002 0.12862000000000004 0.081330000000000013 0.11542500000000001 0.098320000000000005 0.11085000000000002 0.14810000000000004 -0.070739999999999983 -0.055679999999999993 0.086775000000000005 -0.008624999999999999 -0.0074049999999999993 -0.013084999999999998 0.086435000000000026 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093105000000000007 -0.082844999999999988 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 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 8 4 -2 -1 15 25 9 -3 11 12 13 14 18 16 17 -7 -11 -20 21 22 -9 -23 -25 -8 -27 28 29 -28
right_child=1 2 -4 -5 -6 6 7 20 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0014923347308301972 -0.0016498895361498084 -0.0016220032733734973 0.0012526562804265125 -0.0016629132345174205 0.001110750536824964 0.00054317306213675178 -0.0015658828661554033 0.00012764822702961557 -0.0009302268530154001 -0.0014355582675660958 -0.0016192185858466995 0.0016030629878255756 -0.0010604381329414356 0.0011646355708209506 0.0014060971554338752 -0.0012174736070973931 0.0017189736886515869 -0.0012077316110497599 0.00050768513856833261 -0.00072381509137565481 -0.0016602944084974621 -0.0015869183279659867 -0.0012840478430525938 0.00080198403558649485 -0.00040818719700143281 -0.0013625668385646268 -0.00088177795615270143 0.0012014386029490544 -0.0011822696681861888 0.0015523812058445845
leaf_weight=2.0703348666429546 0.35798537172377098 1.1308275382034541 1.4979162896051992 0.44124985300004471 5.6859225092921433 3.0546072253491761 1.8963140115374759 2.5280270182993254 3.0217743020039043 0.75349177466705519 0.99701683851890344 1.0010012239217765 1.0333022698760022 1.8792517003603277 0.90411231806501735 0.67174273240379978 0.80164489801973093 0.78306864225305606 3.3345090055372579 2.1402225419878884 0.59638972335960794 0.39407003391534079 2.1654328727163374 3.5220614096615401 1.5873577784514052 2.0719848828157472 2.6732801800826609 0.5529091809876262 2.8209400844061627 1.1926764230011029
leaf_count=485 10 115 80 8 383 109 405 55 106 16 74 60 18 55 38 21 12 41 102 122 22 19 178 89 90 592 254 29 288 34
internal_value=0 0.000150505 -7.64269e-05 0.000769641 0.000947236 -0.000431608 -0.000351203 -0.00049387 -0.000199353 -3.17064e-05 0.000117622 0.000274392 0.000141986 0.00027986 4.6737e-05 0.000239805 0.00045081 0.000185905 -0.000150593 2.6258e-05 -0.000175725 -8.88972e-05 -0.000523669 0.000281883 0.000426017 -0.000800242 -0.000644322 -0.000438765 -0.000574386 -0.000130822
internal_weight=0 24.1786 17.6934 6.48516 6.04391 29.3828 27.3125 22.0014 16.1955 13.1737 12.0429 11.0459 10.0449 9.01159 7.13234 5.31106 4.63932 3.83768 6.22822 5.47473 10.7933 10.1969 4.69346 5.50349 5.10942 11.2081 9.31179 7.23981 6.6869 3.86596
internal_count=3910 1187 786 401 393 2723 2238 2055 706 600 485 411 351 333 278 183 162 150 240 224 453 431 233 198 179 1602 1197 605 576 288
is_linear=0
shrinkage=0.00155248


Tree=312
num_leaves=31
num_cat=0
split_feature=1 0 39 3 16 2 48 0 51 42 4 52 51 52 50 457 52 3 133 52 48 16 16 9 12 50 124 122 49 4
split_gain=1.67313 1.47038 1.43292 1.06309 0.857014 0.880628 1.18508 0.95517 0.950577 0.849183 0.947624 1.02987 0.810234 0.792806 0.736138 0.638092 0.631809 1.00735 0.857939 0.736338 1.0738 0.578169 0.552978 0.644543 0.497116 0.526032 0.478206 0.586084 0.47135 0.444453
threshold=0.085990000000000011 -0.060094999999999989 0.005105000000000001 0.31335500000000011 0.13514000000000004 0.082715000000000025 0.12675000000000003 1.0000000180025095e-35 0.13741000000000003 0.092635000000000009 -0.49837999999999999 0.10433000000000002 -0.40274499999999996 0.086950000000000013 0.095955000000000013 -0.0015249999999999997 0.086635000000000004 -0.084129999999999996 -1.0000000180025095e-35 -0.0025949999999999997 0.086870000000000017 0.67964000000000013 -0.078844999999999985 -0.016839999999999997 0.098355000000000012 0.10030500000000002 -0.087894999999999987 0.089350000000000013 -1.0000000180025095e-35 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 7 14 22 -8 10 11 -3 -4 16 15 -7 17 -1 -19 20 -20 -6 24 -24 25 -2 -14 -28 -21 -17
right_child=2 9 12 -5 21 6 8 -9 -10 -11 -12 -13 26 -15 -16 29 -18 18 19 28 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014974953125900987 -0.0012558931702845444 -0.0019425578473854452 -0.0018930771870653577 0.001583999782392027 -0.0012852230055178649 -0.00038852498728361598 -0.0020200676370050381 0.0016338096815449513 0.00058864914953548687 -0.0013491049286362352 0.00089198533023877554 0.0012244571499798777 0.00012180186166133998 -0.0017044540809292156 -0.0012151277652419413 0.00054061624295544662 0.0019036940270080527 -0.0016123236777536127 -0.0013798094365146947 -0.00072064201557919968 0.00077833673906131521 0.0012043884170481322 0.0020862261791253882 -0.0016421992770529147 0.00052756947258677665 0.00085499572346610115 0.0016442218531479052 -0.00054521618041830405 0.0012466672383391862 0.0014460596424084886
leaf_weight=3.5072771027917033 1.8084243544144647 0.92114623426459707 0.30369662586599577 1.2062593335285772 2.7868833477841686 1.3793051578104476 1.1312794960103918 0.61120098596438754 0.74786449503153551 1.0029171872884033 4.0506445256760335 0.51656517945230007 1.1959004206582902 2.8874366708332664 0.67862537805922407 3.8983186800032836 0.30508359451778311 1.3094614116707806 1.9361234572716046 0.50862744404003057 1.2060186192393301 0.33703233767300833 0.16015116684139963 2.2369626722065665 1.4645269375760106 0.48192920209839929 3.6961420159786931 0.44112152513116587 1.7201274305116414 3.16712531237863
leaf_count=601 142 49 10 122 257 34 38 32 15 90 102 11 55 716 28 94 12 226 226 15 45 13 2 351 41 37 295 12 116 123
internal_value=0 -0.000531206 0.000151332 -5.47917e-05 -0.000149423 3.0656e-06 0.000316455 -0.000506764 -0.000981847 0.000169952 0.000447538 -0.000804659 0.000959313 -0.000871367 0.000583867 0.000728435 -0.000642114 -0.000718352 -0.000309292 8.39625e-06 -0.000551469 -0.00101662 -0.00071943 -0.0013931 -0.000289357 -0.000811726 0.00112174 0.00141078 0.000797705 0.000946486
internal_weight=0 19.8714 27.7327 22.0959 20.8896 17.7657 11.0025 6.7632 1.87914 6.49127 5.48836 1.43771 5.63686 13.3802 9.12337 8.44475 10.4927 10.1876 6.68036 5.3709 3.14214 3.12392 6.15199 2.39711 3.75488 2.29035 5.33316 4.13726 2.22875 7.06544
internal_count=3910 2209 1701 1329 1207 937 332 605 53 252 162 60 372 1957 279 251 1241 1229 628 402 271 270 573 353 220 179 362 307 131 217
is_linear=0
shrinkage=0.00179535


Tree=313
num_leaves=31
num_cat=0
split_feature=1456 1213 1425 4 11 160 40 43 43 52 151 457 1373 15 43 453 1375 150 49 401 457 130 42 156 0 0 151 2 475 132
split_gain=0.356489 0.367699 0.332455 0.472776 0.414044 0.347581 0.372419 0.370713 0.640424 0.397675 0.357367 0.347525 0.342229 0.351552 0.417624 0.439594 0.398452 0.396272 0.402647 0.342031 0.336731 0.351926 0.423536 0.462433 0.36531 0.547819 0.317121 0.310394 0.307657 0.30599
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.092169999999999988 0.0034800000000000005 -0.062599999999999989 -0.0037249999999999996 -0.42985499999999993 -0.029339999999999995 0.092565000000000022 0.10355500000000002 0.091435000000000002 0.24789500000000006 1.0000000180025095e-35 -0.43271999999999994 0.093965000000000007 -0.088329999999999978 0.082755000000000009 -0.079274999999999984 -0.23515499999999998 -1.0000000180025095e-35 0.086765000000000023 -0.10462499999999998 -0.07773999999999999 -0.035524999999999994 0.091025000000000009 -0.086004999999999984 0.080815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 28 3 4 5 6 10 9 -9 -7 27 20 13 14 15 16 -10 18 -18 -12 -11 -22 24 -24 -23 -26 -1 -3 -2 -27
right_child=1 2 -4 -5 -6 7 -8 8 12 11 19 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.00088233083137205807 0.0035894432322332837 -0.0031104356304560011 -0.0038174598291950161 0.0027512919778373583 -0.0021392870774727436 -0.0027930784042877626 0.0032563946600174098 -0.0025633612371738944 -0.0016849104773778141 -0.0018939947788590621 -0.0033912399836045883 -0.0025220439565086998 -0.0036374363960177442 -0.0015511922518424766 -0.0028281739117560737 -0.00277250421561298 -0.0023937923418856557 0.0030011087519626759 0.00094813278812099888 0.0029253108074143034 -0.0028457104493922144 0.0032344068871656114 0.0025054874704633326 -0.0022527194479772415 -0.0036431558973197761 -0.00070673301063998138 -0.003529303585337058 0.0022841108119205644 -0.0028236929200267905 0.0033303858107528246
leaf_weight=0.28179190907394513 0.10172373428940773 0.19456890932633575 0.26875042746541922 0.78247753315372293 1.0568539552623395 0.34416727870120656 0.19942210125736881 1.1884499285079204 0.72010164486711659 0.39678028755588446 1.1399365280813167 0.31636237713973958 0.28529893700033504 1.1914612608379691 0.44789297098759639 0.44119381508790034 0.47173369652592345 1.0689116417197508 6.2955442788078804 0.11486426147166628 0.22661092336056743 0.37699447013437737 3.8736008871928922 0.26567920044180926 0.48478016964509141 0.56929011209285807 0.66973983589560049 0.39023442578036338 0.86832460761070862 0.38180200901115313
leaf_count=41 4 30 91 211 104 126 9 372 16 85 296 56 16 163 125 29 24 89 409 17 16 25 374 81 117 52 328 28 551 25
internal_value=0 -4.61611e-05 4.07544e-05 8.54001e-05 -7.5484e-06 9.77995e-05 -0.0012723 0.0002422 -0.000131117 0.000866998 -0.00176323 0.00104977 0.000133538 0.000234682 0.000459956 0.000623639 0.000798756 0.00102699 0.000715174 -0.00281302 0.00122162 0.0014217 0.00158417 0.00220008 0.00017786 -0.00062465 -0.00222282 0.000489301 -0.00215118 0.000913909
internal_weight=0 24.4638 23.4938 23.225 22.4425 21.3857 2.03903 19.3467 12.1106 7.23607 1.8396 6.8919 10.9221 10.6368 9.44538 8.99749 8.55629 7.83619 6.76728 1.2548 6.57554 6.17876 5.95215 4.13928 1.81287 1.43587 0.951532 0.584803 0.970048 0.951092
internal_count=3910 3541 2986 2895 2684 2580 380 2200 1243 957 371 831 871 855 692 567 538 522 433 313 775 690 674 455 219 194 369 58 555 77
is_linear=0
shrinkage=0.00348893


Tree=314
num_leaves=31
num_cat=0
split_feature=39 3 483 4 453 1348 14 4 401 159 474 4 474 1374 484 42 133 403 151 1365 13 43 13 0 9 1 52 159 3 3
split_gain=0.349865 0.420106 0.402409 0.347943 0.338106 0.373658 0.338863 0.326082 0.301902 0.290789 0.303908 0.295704 0.332474 0.339246 0.308295 0.404177 0.356099 0.355931 0.509353 0.341312 0.325398 0.702231 0.305027 0.284312 0.284124 0.402882 0.332236 0.30889 0.425913 0.350749
threshold=0.005105000000000001 0.31335500000000011 0.083960000000000021 0.28937500000000005 0.091855000000000006 0.090050000000000005 0.078275000000000025 0.62104500000000018 0.10072000000000002 -0.034019999999999988 -1.0000000180025095e-35 0.50541500000000006 0.09018000000000001 0.09309000000000002 0.085515000000000022 0.083425000000000013 -0.26719999999999994 -1.0000000180025095e-35 -0.086424999999999988 1.0000000180025095e-35 0.16421000000000002 -0.15648499999999999 0.23436000000000004 -0.10303999999999998 0.091655000000000014 0.10471000000000001 0.11588000000000002 0.096890000000000018 -0.115685 -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 4 -2 5 6 8 -4 9 -1 -11 12 13 14 16 -16 -12 18 -18 20 21 -19 -22 -24 25 26 27 28 -23 -30
right_child=3 -3 7 -5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 19 -20 -21 22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0016313517388576195 0.00034207529981364728 0.0021702955678670902 -0.0024892859247078371 0.0027545222994591963 -0.0027977036223029552 0.0026567941501134261 -0.002640111417032979 0.0027720633045482967 -0.0027412400579149856 -0.0026880895553224983 -0.0027670069476632025 0.0025482297601772202 -0.002609700781201884 -0.0028062987694769193 0.0022689806791720188 -0.0012393643188278478 0.0025714159352181985 0.0027988008176303928 -0.0024535898759273276 -0.0028098596936633122 -0.0028199336060757761 0.0020264535340096556 0.0019569434349456234 -0.0013975221899580497 -0.0021996467508317323 0.001188700936190764 -0.0020529634737080985 -0.0025342312875971961 -0.0019889626394675791 0.00019496762483710083
leaf_weight=0.87706446083031409 3.153125766315497 0.52511169121134926 0.89804630642174643 0.51390783686656494 0.36495094146812235 0.34279939602129061 0.41388836555415665 0.096414066385477781 0.32693058851873402 0.31115434173264134 0.34247813158437423 0.33602875960059364 0.36061477230396199 0.30570942792110223 0.9454816345241841 0.32653135521104559 0.18268229215755127 0.81507257337218497 0.81094965309604816 0.28021276509389359 0.47155694628600098 0.8547711498686289 0.3124657366424799 0.46418454006197862 0.35814074566587883 2.603203383507207 0.56599194463342417 0.31220813703839656 0.60427732946120105 5.4085900252101791
leaf_count=326 294 123 331 165 30 33 102 15 169 109 170 45 120 33 41 100 12 33 674 24 20 46 7 40 23 150 84 110 95 386
internal_value=0 -0.000230557 -0.000292684 0.000680162 -0.000205775 -0.000155813 -0.000207677 -0.00197919 -0.000152289 -0.000104869 -2.59866e-05 2.37293e-05 -2.82338e-05 3.00777e-05 8.54528e-05 0.00136837 -2.79771e-05 3.88157e-05 -0.00152973 0.000158239 0.000223366 0.000366202 -0.00109516 -4.79372e-05 0.000181023 0.000263409 -4.7561e-05 0.000110526 0.000230759 -2.45116e-05
internal_weight=0 20.8175 20.2924 3.66703 19.2979 18.933 18.5902 0.99446 18.1763 17.8494 16.9723 16.6612 16.3251 15.9645 15.6588 1.27201 14.3868 14.0443 0.993632 13.0507 12.7705 11.5223 1.24821 0.77665 10.7072 10.349 7.74584 7.17985 6.86764 6.01287
internal_count=3910 3451 3328 459 2982 2952 2919 346 2817 2648 2322 2213 2168 2048 2015 141 1874 1704 686 1018 994 927 67 47 894 871 721 637 527 481
is_linear=0
shrinkage=0.00271869


Tree=315
num_leaves=31
num_cat=0
split_feature=31 156 401 1455 151 4 11 1211 150 156 480 393 14 1 0 2 3 133 0 12 40 160 2 2 0 0 13 4 3 48
split_gain=0.316482 0.298228 0.28372 0.28695 0.290838 0.38041 0.409648 0.327535 0.280419 0.258571 0.262617 0.266209 0.269611 0.288669 0.669823 0.395651 0.781522 0.394373 0.333832 0.417463 0.350917 0.336729 0.315864 0.306444 0.301119 0.390887 0.300323 0.28325 0.397481 0.480414
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10711000000000001 -1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 0.081245000000000026 0.10691500000000002 0.08456000000000001 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 0.082730000000000012 0.086895000000000014 -0.017269999999999997 0.088325000000000015 0.028705000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.083945000000000006 -0.082994999999999985 -0.074249999999999997 -0.057284999999999996 0.0057500000000000008 0.13772500000000001 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 -3 -5 6 7 9 -7 10 11 -6 13 14 17 18 -17 22 19 20 -15 -21 -13 -18 -16 -26 -23 28 29 -25
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 -12 12 -14 15 24 16 23 -19 -20 21 -22 26 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0032788917261829392 -0.0035758537100322877 -0.003312775869512518 -0.0035148878979818872 -0.003036289582057536 -0.0035919529039955627 0.00071879788600531726 -0.0029669712447515963 -0.0035956244638523319 0.0036184539538951822 -0.003239006469015111 -0.0035840590926295387 0.0035772170365446377 -0.0022825678145093511 -0.0032784687086268261 0.0025662244312414447 0.0030038912772574295 0.0036873418022689186 -0.00014215826151555878 0.0035518353092261349 -0.0036153879326610012 0.0016537135117651505 0.0024637010959301293 -0.0036507344477452693 0.00010618057434925348 -0.0030374332281253025 0.00046001663702055647 -0.00060770177479565243 0.0012311964583116711 0.0014419148240283333 -0.0036819345769659442
leaf_weight=0.34224304452073084 0.3201737754570847 0.34065848318279179 0.30711079272441466 0.39810251459131052 0.24154478972199456 2.3890647153602909 0.63226170983398233 0.32469660881906648 0.51247830316424359 0.30486862201359954 0.24608087749220331 0.081673795590209486 0.54974576673703168 0.95511151829850927 0.7196803765837102 2.0046065852511674 0.31719420105218876 0.9189641008269972 0.25521207216661235 0.23394268954871256 0.22562288353219628 0.81797527958406158 1.2062406784680204 0.91254937008488946 0.45485511847073201 3.6378898936963493 0.79353997512953267 1.5817723177606238 0.75963352737016965 0.79049216769635677
leaf_count=113 197 162 167 65 64 298 130 213 90 106 184 2 65 139 52 148 7 204 19 66 8 74 419 52 305 268 134 43 72 44
internal_value=0 -0.000166688 -0.000119051 -7.29183e-05 -2.33497e-05 3.1501e-05 -0.000151996 -5.49189e-05 0.00123094 8.91825e-06 6.48475e-05 0.00011628 0.000168306 0.000249146 -0.000299656 0.000648435 0.00116558 -0.00192223 -0.000354878 -0.000684349 -0.00233599 0.000372383 -0.00319237 0.000320695 0.000444424 7.13208e-05 0.000951285 5.66589e-05 -0.000697745 -0.00165213
internal_weight=0 23.2337 22.9136 22.6065 22.2658 21.8677 18.9662 18.3339 2.90154 18.0092 17.7043 17.4582 17.2167 16.667 7.0193 9.64765 6.36625 2.20688 3.2814 3.02619 1.18073 1.84546 1.28791 4.36164 4.81243 4.09275 1.61152 4.04445 2.46268 1.70304
internal_count=3910 3797 3600 3433 3271 3206 2818 2688 388 2475 2369 2185 2121 2056 1250 806 366 625 440 421 147 274 421 218 625 573 208 211 168 96
is_linear=0
shrinkage=0.00355697


Tree=316
num_leaves=31
num_cat=0
split_feature=1 0 39 3 457 1375 51 132 16 48 0 44 16 12 12 13 2 160 448 52 12 160 3 4 2 3 52 159 131 3
split_gain=1.35415 1.13876 1.13733 0.880289 0.74822 0.845218 0.65469 0.645503 0.554229 0.656843 0.653804 0.654634 0.553003 0.506639 0.967066 0.701371 0.497655 0.461535 0.449643 0.44781 0.442565 0.610026 0.441542 0.43309 0.933078 0.910522 0.834157 0.532946 0.428424 0.424094
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.16699000000000003 0.081330000000000013 -0.43271999999999994 -0.40274499999999996 0.079995000000000011 -0.095109999999999986 0.11930500000000001 -0.23129999999999998 0.13998500000000003 0.67964000000000013 0.086935000000000012 0.086865000000000012 -0.26418499999999995 0.084065000000000015 -1.0000000180025095e-35 -0.079769999999999994 0.084240000000000023 0.085185000000000025 0.084835000000000008 0.11818000000000002 -0.49837999999999999 0.10869000000000002 -0.115685 0.10433000000000002 0.092630000000000018 0.084390000000000007 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 7 -6 -4 8 9 17 -10 12 -12 14 16 -15 19 -2 -8 29 -18 -22 -7 26 27 -26 -3 -25 -9 -1
right_child=2 23 6 -5 5 22 18 28 10 -11 11 -13 -14 15 -16 -17 20 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00090381978181214664 -0.0011214089959054522 -0.0018052135771200108 -0.0017675588105543593 0.0011601339344570014 -0.00096548700480150881 0.0013445043187241777 -0.0012613427097285866 0.0014706262564370784 0.0012577010964096875 -0.0017615189072217267 -0.0010973270230059265 0.0022340230573336451 0.0014288996560635531 0.00052308425427221585 0.00200902337302266 -0.0015911041865359148 -0.0014258033185522605 0.00038541930031786662 0.0011396922057120289 -0.0018103673051344091 -0.0012273399832897912 0.0011153856227665839 -0.00028440901825392057 0.0011050000502296491 0.00088059073871176775 -0.0017513251469845868 0.00056081488106969287 -0.0006186947932021649 -0.00031865201548385167 0.0010990199486598817
leaf_weight=0.4466784891556016 0.68409656744915981 0.9135111639043314 0.2560962140560149 1.5336993421660725 0.84019842417910728 2.0980819892138238 0.2354291658848523 0.86077393952291348 0.42199891200289652 0.5736592502798884 6.3500043426174662 0.18404579162597645 0.2577618178911506 0.51304853893816549 0.392879293183796 3.5682712126290417 2.8149720334913582 3.8585408393992155 4.2095984114566809 0.30564198864158232 0.74882826791144885 0.55191097519127652 0.6151774798054247 2.7681556834140788 0.59680018341168706 1.0144813216757032 0.79809045547153801 0.62934133282396931 0.68852491211146116 0.93450140580535102
leaf_count=71 53 56 10 150 13 73 4 50 12 28 760 1 10 10 11 942 430 122 358 74 179 31 25 109 9 199 19 20 41 40
internal_value=0 -0.000508916 0.000116623 -6.78995e-05 -0.000175939 0.000516319 0.000861076 -0.000353173 -0.000482422 -5.67808e-05 -0.000784302 -0.000911179 -0.000998782 -0.000862813 -0.000558118 -0.00132534 -0.000731935 0.000158499 0.00101252 4.14949e-05 -0.00104892 -0.000233308 0.000975181 3.22586e-05 0.000283161 -0.000776494 -0.000701975 0.000785708 0.000675452 0.000451294
internal_weight=0 16.9971 23.6677 18.9666 17.4329 3.55346 4.70112 13.8794 12.3301 5.1163 7.21381 6.79181 6.60777 10.2767 6.19541 4.08132 5.80253 4.54264 4.44503 1.68682 4.11571 1.30074 2.71326 6.72038 5.00878 1.61128 1.7116 3.3975 1.5493 1.38118
internal_count=3910 2200 1710 1338 1188 111 372 1077 986 203 783 771 770 1788 836 952 825 175 362 185 640 210 98 412 337 208 75 129 91 111
is_linear=0
shrinkage=0.00169074


Tree=317
num_leaves=31
num_cat=0
split_feature=160 123 130 375 484 150 1 51 48 44 403 403 3 4 52 454 42 1 42 159 0 49 403 1374 0 12 49 52 52 42
split_gain=0.301278 0.314578 0.438013 0.408464 0.37645 0.483808 0.363057 0.446923 0.427205 0.320727 0.329935 0.349748 0.323273 0.42297 0.328291 0.329609 0.314066 0.31724 0.374776 0.340709 0.470011 0.636266 0.33308 0.338568 0.443717 0.331045 0.354652 0.345713 0.464133 0.417819
threshold=-0.40446999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 0.097030000000000019 0.13562500000000002 -0.40274499999999996 0.12675000000000003 0.081835000000000019 0.088825000000000015 0.085615000000000011 -0.5217799999999998 -0.51381999999999983 -0.51745999999999992 -1.0000000180025095e-35 -0.10770999999999999 0.10386500000000001 0.09901500000000002 0.10392000000000001 0.047345000000000005 -0.085974999999999982 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.093125000000000013 -0.075429999999999983 0.0033900000000000002 0.084890000000000007 0.087605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 10 11 12 -6 -14 -15 -16 -17 18 19 20 21 -18 -23 -24 -25 26 -26 -28 -29 -30
right_child=1 3 -4 -5 6 -7 7 -9 -10 -11 -12 -13 13 14 15 16 17 -19 -20 -21 -22 22 23 24 25 -27 27 28 29 -31
leaf_value=-0.0023568465474342508 -0.0029236403965913114 -0.0036006677823348008 -0.0028965182057816901 0.0016923735204263067 0.0037143981207442803 0.0022432429153466317 -0.003568449567442874 0.0028571828071594723 -0.0024348942000009476 -0.0034123128867542549 -0.0021657735842540238 0.0035536707414762347 -0.0035336893342968038 -0.003474997249197428 -0.0032578704202567798 -0.0031710639225140612 -0.0021983616748201744 0.0013008252058388718 -0.0030880796635931471 -0.0033215989428397761 0.0025400641177958745 -0.0017549117927092978 -0.0017336620952744818 0.0034607431249336963 0.0033490142787709659 0.0026899901680502518 -0.0010264299038048586 0.0033163443323696701 -0.0027475394930824982 0.00247262821998532
leaf_weight=0.69423016783548774 1.0535449660819818 0.191605415195227 0.68437895590613962 1.9478142897132773 0.29754541837611803 0.27303061122074712 0.15004638861864805 0.9464808044140216 0.87129285704577242 0.31370445236098099 0.72165973584924437 0.36916917935013849 0.37908216705547104 0.28981165922597441 0.3141747623158232 0.30047930264845923 1.2500281482061852 3.4874515580013385 0.42581330542452711 0.31235840622684996 1.0402950863353906 0.70869398230570269 0.59149823471670959 0.76683905941900388 0.38845717580989214 0.77315401920350257 2.096594751375894 0.65659743431024231 0.45661644940264523 0.30667002804693766
leaf_count=305 538 8 448 321 22 19 10 152 57 19 206 17 30 199 34 65 83 243 219 57 29 365 49 21 13 72 237 21 28 23
internal_value=0 -4.30322e-05 -0.000176457 0.00121833 -8.11938e-05 -0.00186021 4.83734e-05 0.00197791 -7.52272e-05 5.13192e-05 0.000119515 0.000227934 0.000145213 7.21964e-05 0.000168693 0.000244796 0.000325941 0.000405179 8.55914e-05 0.000230159 0.000352945 6.83659e-05 0.000488443 0.00075182 0.00102182 0.000622034 0.000212591 -0.000133883 0.00118405 -0.000650202
internal_weight=0 22.3649 20.2255 2.13942 19.5411 1.32658 18.2145 1.09653 17.118 16.2467 15.933 15.2113 14.8422 14.5446 14.1655 13.8757 13.5615 13.2611 9.77362 9.3478 9.03544 7.99515 6.74512 6.03643 5.44493 4.67809 3.90494 3.51648 1.41988 0.763286
internal_count=3910 3605 3276 329 2828 557 2271 162 2109 2052 2033 1827 1810 1788 1758 1559 1525 1460 1217 998 941 912 829 464 415 394 322 309 72 51
is_linear=0
shrinkage=0.00345906


Tree=318
num_leaves=31
num_cat=0
split_feature=1 12 40 484 3 151 42 42 43 48 1374 0 0 52 49 2 157 16 3 39 16 47 50 16 15 43 3 4 13 43
split_gain=1.71574 1.05703 1.14855 1.02593 1.00952 0.860582 0.822035 0.82057 0.848332 0.933741 0.826087 0.829925 0.796114 1.0198 0.843361 1.09641 0.766211 0.757246 0.673352 0.671756 0.740699 0.802711 1.14861 0.732306 0.675455 0.697526 0.74182 0.66942 0.609738 0.722606
threshold=0.094485000000000013 -0.071274999999999991 0.34489500000000001 -0.0043499999999999988 0.16699000000000003 -0.40391999999999995 -1.0000000180025095e-35 0.086700000000000013 -0.15648499999999999 0.092600000000000016 -0.094679999999999986 -0.23029999999999998 0.048950000000000007 -0.10201499999999998 -0.084114999999999981 -0.0050599999999999994 -0.084354999999999986 -0.54165499999999989 -0.055684999999999991 0.18016500000000005 0.062650000000000025 0.092645000000000019 0.11551000000000002 0.67964000000000013 0.024640000000000006 -0.079374999999999987 0.12046500000000002 -0.083329999999999987 -0.0041499999999999983 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=3 2 -2 -1 5 -3 27 10 -9 18 -8 -12 13 -13 -15 -16 -17 -7 -10 20 21 22 24 -22 25 -19 -27 28 -5 -30
right_child=1 4 -4 6 -6 17 7 8 9 -11 11 12 -14 14 15 16 -18 19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0015245214545361865 0.0011688783222953273 -0.0016765193744056979 -0.0016871437577098435 -0.001605287770792362 0.0012032748450354343 0.0014025691296867141 -0.001740928418169462 0.00043715140766326772 -0.0015809275608454885 0.00045442957389057548 0.0011917118041936108 -0.001633743476183547 0.00074975039767821207 -0.0013464458196021302 -0.0014871186030384861 -0.0016415606927222379 0.00049693342273897552 -0.00036316650296716103 0.00038388491295261235 0.0017233291637907132 -0.0010501906854451849 -0.00070490959280160098 -0.0016581404735459969 0.0010943584257188668 -0.00042547543710788442 0.0015252028166878996 -3.3958346093230676e-05 -0.0014015456697050214 -0.00042678050227148322 0.0017410719557779057
leaf_weight=1.905580671387727 3.8363468279130784 0.83048115600832062 0.3902470041066407 0.66711363138165358 1.6386133735068131 0.88818378769792872 0.63711698399856587 1.367937468457973 3.3433988859178561 0.92144559696316708 1.5724150058813382 1.1578514612046973 2.6090919109992674 1.1053167821373753 0.92315306048839829 0.45144481828901373 6.3490820450242778 1.0086198616772897 0.50505560892632795 0.48583273077383715 3.2062116679735495 2.5593606187030673 0.66101369261741627 0.45774006843566883 1.4223878062330184 2.9136485843919124 1.0422296430915592 2.8362827217206386 1.4609005134552715 0.52608740283176292
leaf_count=485 335 27 8 176 98 49 37 44 674 62 34 99 46 37 46 48 234 48 27 28 232 94 51 19 77 107 14 504 162 8
internal_value=0 0.000194877 0.000905178 -0.000400562 1.94588e-05 -0.000105887 -0.000319537 -0.00017633 -0.000663924 -0.000979697 2.58104e-05 0.000105256 -3.03713e-05 -0.00023418 -5.06389e-05 0.000134801 0.000354972 -1.68219e-05 -0.00132307 -0.000108461 -0.000175519 5.58799e-05 0.000332152 -0.000782271 0.000538138 0.000814224 0.00111442 -0.000865808 -0.000293296 0.000147194
internal_weight=0 21.3409 4.22659 28.3393 17.1143 15.4757 26.4337 20.9433 6.13784 4.7699 14.8055 14.1684 12.5959 9.98685 8.829 7.72368 6.80053 14.6452 3.84845 13.757 13.2712 9.60726 7.0479 3.66395 6.38689 4.9645 3.95588 5.49038 2.6541 1.98699
internal_count=3910 1187 343 2723 844 746 2238 1388 807 763 581 544 510 464 365 328 282 719 701 670 642 391 297 251 246 169 121 850 346 170
is_linear=0
shrinkage=0.00158606


Tree=319
num_leaves=31
num_cat=0
split_feature=1 47 52 52 484 3 3 15 48 49 150 2 1374 0 15 52 49 49 50 48 52 159 158 43 2 13 47 3 13 16
split_gain=1.53704 0.778113 0.848317 0.909908 0.736212 0.662462 0.876824 0.546125 0.627598 0.577475 0.499994 0.490972 0.490575 0.630848 0.494554 0.653434 0.567495 0.479649 0.470938 0.467701 0.726409 0.45883 0.43553 0.434319 0.537914 0.577986 0.409301 0.441059 0.491951 0.399757
threshold=0.094485000000000013 0.09252500000000001 0.12539500000000003 -0.24456499999999998 -0.0043499999999999988 -0.115685 -0.069909999999999986 0.035895000000000003 0.12862000000000004 -0.14750499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 0.11401500000000002 -0.0090499999999999973 -0.081629999999999994 0.11901000000000002 0.086870000000000017 -0.088779999999999984 -0.094429999999999986 -0.4087349999999999 0.098320000000000005 0.11085000000000002 0.14810000000000004 0.10783500000000001 -0.075954999999999981 -0.057284999999999996 -0.070594999999999977
decision_type=2 2 2 2 2 2 2 2 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 23 19 8 18 -9 -3 26 -8 -14 16 -16 17 -15 -5 -7 -21 22 -4 24 25 -6 -12 -28 -29 -13
right_child=1 10 21 7 5 6 12 9 -10 -11 11 29 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0017466941950634353 -0.00086104988642578988 -0.0016327887651742378 -0.0013714255067053956 0.0014806076910768334 0.0006137639317460832 -0.0011551983319912709 -0.0020257893244370489 0.0011121156080540432 -0.00060106699912573596 -0.0010893067105009026 -0.0017274239617225747 0.001226623540686524 0.0012510402970960517 -0.0011059398665254057 0.00041804611333247425 -0.001970507361704078 -0.0016055503562204363 0.001336281323182927 -0.00064437870246307081 0.000983065617752109 -0.0017196999534920981 -0.0011715227161215867 0.001572608407926967 -0.0012934565296269297 0.0019906569273312785 -0.0014630979277524359 -0.0011905839042863141 0.0014819347511874975 -0.00061884664499223512 -0.00068011908120235026
leaf_weight=1.3164024640573213 0.99304079113062371 0.7576477180700748 0.24881061172345664 6.2575762858614343 2.2465748739196028 6.3394089699722889 0.41539607569575299 0.80253196274861693 0.59412203915417183 0.79332558636087902 0.69049963250290547 1.3481803839094935 1.1757316465955225 0.52170380624011159 3.8246648702770418 0.42619472666410718 1.4229581884574143 0.55638952134177111 0.36981206946074952 0.91568004980217665 0.52314480609493308 1.2722214570967469 0.51952880946919344 0.48308222030755121 0.70119946496561159 0.56058538565412153 0.83258149237372014 0.77567761437967431 0.71928832493722406 0.50641457166057069
leaf_count=485 136 28 45 539 109 1466 11 34 11 75 46 55 34 28 136 63 166 15 12 53 83 53 26 21 12 41 45 22 32 28
internal_value=0 0.000310091 0.000576176 0.000799445 -0.00042102 -0.000334253 -0.00049949 0.000986456 0.00120053 1.77544e-05 -0.00024998 -3.4967e-05 -8.74576e-05 1.4108e-05 -0.000201283 0.000178568 -0.000846888 0.000154458 0.00136203 -0.000941442 3.62431e-07 -0.000497239 0.000619245 0.000333132 0.000557104 0.000199018 -0.000490274 -0.000123256 0.000471164 0.00070597
internal_weight=0 17.4813 11.851 9.81041 21.4291 20.1127 16.1213 8.81737 7.22151 1.59586 5.63029 4.87264 8.34304 7.92764 6.75191 4.25086 2.50105 1.07809 6.62739 7.77823 1.43882 2.04056 0.768339 3.99144 3.50836 2.80716 3.01805 2.32755 1.49497 1.85459
internal_count=3910 1187 931 807 2723 2238 2055 671 562 109 256 228 453 442 408 199 209 43 551 1602 136 124 71 183 162 150 145 99 54 83
is_linear=0
shrinkage=0.00182977


Tree=320
num_leaves=31
num_cat=0
split_feature=1 150 484 15 403 52 50 52 1374 0 1213 15 0 4 9 4 49 132 42 133 15 42 16 0 9 150 1374 1 12 49
split_gain=2.09364 1.32898 1.29231 1.14526 1.00531 0.958119 0.925693 0.874159 0.930917 1.35491 0.758916 0.87723 1.20893 1.09881 1.01679 0.955376 1.02939 0.986706 0.708585 0.761607 1.01542 1.01392 0.749703 1.46744 0.681519 0.670823 0.714479 0.66991 0.702436 0.874615
threshold=0.094485000000000013 0.077110000000000012 -0.0043499999999999988 -0.24219999999999997 -1.0000000180025095e-35 -0.080899999999999986 0.11843500000000001 0.17829500000000004 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 -0.0063699999999999989 0.024745000000000003 -0.49269499999999994 0.083710000000000021 -0.0031049999999999997 -0.0090499999999999973 0.088985000000000022 0.091590000000000019 0.083815000000000014 0.079360000000000014 0.08622500000000001 -0.089559999999999987 -0.083674999999999986 -1.0000000180025095e-35 0.15024000000000001 0.087855000000000016 0.13026000000000001 0.092365000000000017 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -2 8 -6 -10 -11 12 15 -13 18 -12 -17 -18 19 20 -15 22 23 -22 -5 26 -3 28 29 -26
right_child=1 25 4 24 7 -7 -8 -9 9 10 11 13 -14 14 -16 16 17 -19 -20 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0011552357866326888 0.00079319583890637298 0.00093088366308225997 4.426312249930869e-05 0.0011269179025433444 -0.0013538118106211296 -0.0011806631594482473 -0.00063597113515524966 -0.0010267550617691675 0.0010184057211216385 -0.0012042732049945947 -0.0010713964640948989 -0.00072682520715675123 0.0012839206732363192 0.00069302569879891099 -0.0012202850156885822 0.00061807388386443478 -0.0009416025767574848 0.0015497847347208582 -0.00057369136234710185 0.0010084749474920057 -0.00096681466757761708 0.0014875394033904798 -0.0012742724440642805 0.0014367580614654777 -0.00087295949013514685 -0.00039709663667056614 -0.00077567047431566813 0.00022899542760255147 -0.00084124471405172649 0.00011570776557170076
leaf_weight=2.5477691295091089 3.3644936466589614 4.537834402639418 1.3204315302427856 0.53107739426195877 0.8358281389810277 2.9552550013177159 0.80219054780900467 1.6081893473165099 1.526349212974323 0.92979486810511147 2.9889486769680094 1.9685160433873523 0.54517899267375458 3.2678971206768761 0.6350062685087331 1.4627727693878116 2.0442139365477501 0.25561076984740783 1.0801777828019119 2.514648626325652 0.88905974105000496 0.40767015051096667 1.1299710208550129 0.61358976177870939 1.79798535304144 0.77586794458329666 0.37999666435644019 3.0953171607106933 3.4656124995090067 4.4292799350805527
leaf_count=485 262 247 78 27 46 708 24 250 23 210 290 52 11 53 40 42 177 3 50 45 53 4 95 8 55 12 13 92 278 177
internal_value=0 0.000134371 -0.000338921 -2.89757e-05 -0.000267152 -0.000802377 0.000518046 -0.000174515 -0.000115171 -6.86608e-05 -0.00014869 -9.91284e-05 -0.000428545 9.30642e-05 0.000246221 -0.000566825 -0.000166001 -0.000664701 0.000340257 0.000452151 0.000230382 -0.000266896 -0.000538576 1.46568e-05 -0.000200101 0.000636028 0.00079902 -0.00025521 -0.000409836 -0.000169748
internal_weight=0 23.1797 31.5269 17.486 28.9791 4.27569 4.16668 24.7034 23.0952 22.2594 20.7331 19.8033 7.29673 12.5065 10.538 6.75155 3.7626 2.29982 9.90301 8.82284 6.30819 3.04029 2.63262 1.50265 13.3193 5.6937 4.91783 12.7882 9.69288 6.22727
internal_count=3910 1187 2723 915 2238 786 286 1452 1202 1156 1133 923 523 400 348 512 222 180 308 258 213 160 156 61 629 272 260 602 510 232
is_linear=0
shrinkage=0.00119551


Tree=321
num_leaves=31
num_cat=0
split_feature=1 39 3 51 484 3 3 48 4 50 47 52 403 15 48 3 124 52 43 0 2 44 122 52 1212 43 2 13 41 16
split_gain=2.12609 1.21451 1.2225 1.10949 0.956669 0.935839 1.35643 0.921584 1.27822 1.09244 1.27407 0.72606 0.710896 0.704823 0.726115 0.692186 0.614871 0.708042 0.766986 0.802462 0.789294 0.587425 0.631985 0.580614 0.573255 0.556323 0.649841 0.664027 0.657321 0.554355
threshold=0.094485000000000013 0.084155000000000021 0.16699000000000003 -0.40274499999999996 -0.065229999999999996 -0.115685 0.084925000000000014 0.12675000000000003 -0.034289999999999994 0.11515000000000002 0.096300000000000011 0.024145000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086870000000000017 -0.073984999999999981 -1.0000000180025095e-35 0.091715000000000005 -0.082689999999999986 -0.083424999999999985 0.085155000000000022 0.086480000000000015 0.089350000000000013 -0.094124999999999986 -0.17576999999999995 0.098320000000000005 0.11085000000000002 0.14810000000000004 0.078535000000000008 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 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 7 -3 -1 25 12 8 -2 10 -10 -9 -7 14 -14 -12 -15 18 -18 20 24 22 -5 -8 -20 26 27 28 -6 -16
right_child=1 3 -4 21 5 6 23 11 9 -11 15 -13 13 16 29 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015222194440993428 -0.0010540337143452384 -0.0015913624893598578 0.0010286174887450359 0.0013861061623317327 0.00081940544122124372 -0.0013931284368663669 -0.0010237998217631963 -0.0016613848592955177 0.00072092797773596782 -0.0015493393693542148 0.00014130899494191896 8.756502361537286e-05 -0.0013321690589730049 0.00095836140052109743 -0.0011212929435433657 -0.001258929638275789 0.0005580103036023652 -0.0015265207791021352 0.0013993694281919384 -0.0015622619449261895 0.00093847628269206262 -0.00090086305518717526 -0.00048284911141546641 0.00028454464311902409 -0.0011711879956486126 -0.0010819971022399818 0.0016179504494214397 -0.0010623707608435097 -0.0008705690794750424 0.00057947696227586879
leaf_weight=1.6289639977039794 2.0926644568098736 0.38573424704372872 2.3154814497102043 3.9083039809484026 2.4305522844661063 2.8085134279681503 0.88004940981045354 1.4378379099071019 6.8004240836016834 0.72612421750091094 2.0031224105041479 0.84264808800071467 3.8345268712146297 0.81657509598880995 0.76470673491712637 1.3049671049229798 1.9429567666957153 1.0801433231681583 0.22872768132947419 1.279369768686575 0.98333969153463829 0.32222557393833984 0.45177918858826149 5.5284699157346031 1.285587065387517 0.64603399857878674 0.80983217898756255 0.80799618689343322 0.65368992625735689 0.97696670377627015
leaf_count=408 244 10 148 310 63 747 42 48 238 53 59 15 555 16 89 41 59 218 9 121 33 10 11 98 95 25 12 41 50 42
internal_value=0 0.000202461 1.59097e-05 0.000847479 -0.000407932 -0.00034254 -0.000476737 -0.000138281 1.64042e-05 0.000223155 0.000350478 -0.00101514 -0.000709671 -0.000564177 -0.000968324 -0.000411054 -0.000268299 -0.0004156 -0.000205817 -0.000598741 -0.000105198 0.00104839 0.00119245 0.000104876 -0.000782922 0.000219778 0.000398633 0.000144938 0.000461224 -0.00016727
internal_weight=0 22.5913 17.5233 5.06804 29.387 27.758 22.4099 15.2078 12.9273 10.8346 10.1085 2.28049 16.0014 13.1929 5.5762 3.30809 7.6167 6.80012 5.71998 3.77702 2.49765 4.68231 4.36008 6.40852 1.51431 5.3481 4.70207 3.89224 3.08424 1.74167
internal_count=3910 1187 846 341 2723 2315 2124 698 635 391 338 63 1984 1237 686 100 551 535 317 258 137 331 321 140 104 191 166 154 113 131
is_linear=0
shrinkage=0.00149608


Tree=322
num_leaves=31
num_cat=0
split_feature=1 12 150 40 51 0 4 3 2 52 4 3 130 49 160 133 16 0 12 2 15 42 14 52 402 48 42 15 42 15
split_gain=2.20557 1.12609 1.02619 0.93549 1.05612 0.900417 1.15098 0.804846 0.855586 0.702891 0.676394 0.691169 0.569103 0.524386 0.480558 0.473925 0.571126 0.733452 0.581198 0.572242 0.528602 0.520448 0.456158 0.448481 0.447291 0.442342 0.417455 0.510982 0.943858 0.506231
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 0.34489500000000001 -0.40274499999999996 0.047345000000000005 -0.49837999999999999 0.084925000000000014 0.083795000000000022 0.10433000000000002 0.50657000000000008 0.16699000000000003 1.0000000180025095e-35 -0.085974999999999982 -1.0000000180025095e-35 0.092000000000000012 -0.50763499999999995 -0.072559999999999986 0.088590000000000016 0.10137500000000001 0.15514500000000001 0.085465000000000013 -0.46879999999999994 -0.42985499999999993 -0.50199999999999989 0.12738500000000003 0.088115000000000013 0.18599000000000002 0.10269500000000001 -0.24219999999999997
decision_type=2 2 2 2 2 2 2 2 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 10 4 -2 7 9 12 -9 -7 11 14 15 -10 -3 16 -1 18 20 21 -18 -19 -12 -16 -17 -4 29 28 -28 -25
right_child=1 2 25 -5 -6 6 -8 8 13 -11 22 -13 -14 -15 23 24 17 19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00055036850004027186 -0.0016306846066892868 -0.0011534608050716934 0.00095994090191389378 -0.0016218854174825357 0.0011839864441580545 -0.0016534870855849898 0.00076547388333631026 0.0016841425403315358 -0.0016162628487383967 0.0003910384353788002 -0.00061437517854562589 0.0011403100814504023 -0.001556250847617204 -2.8664480191207569e-05 -0.0015537501794875891 0.00095139219391488612 -0.00067353073926730708 -0.00027094366388698927 -0.0015651604732975629 -0.0012491813981490162 0.00200976152759207 0.0013637348386779985 0.0014201564422453329 0.00082111410857193981 -0.0015707581141751919 -0.00042217449732987665 0.0007817946515179592 0.0016874150574089446 -0.0014188071411052323 -0.00067111795544935629
leaf_weight=1.1034090343164322 0.33855330199003209 1.8365044388920058 3.1917076294776048 0.3435727935284375 4.9411910932976779 0.99646665225736775 2.9982294453075147 0.62683605263009567 0.57388128642924119 0.66729479166679084 0.36435465421527624 0.70111205894500095 1.7055607074871648 3.5743402495281771 0.59759213437791725 0.18481690424960096 7.4807872518431413 0.90948793664574734 1.8918112911051137 0.53488755470607419 0.17866072058677662 0.94276199373416603 0.93166968855075427 0.63315383065491637 1.7455853823339555 0.6650523468852042 1.2727323140716187 0.52677159477025259 0.72834463987965126 3.6858146436279657
leaf_count=45 10 128 145 8 383 58 74 9 20 13 10 34 474 92 137 11 918 36 420 77 1 18 63 18 457 11 53 14 51 122
internal_value=0 0.00025401 3.51363e-05 0.000843096 0.0010035 -0.000419241 0.000194844 -0.00055269 5.37829e-06 -0.000833477 -0.000199618 -0.00033566 -0.000712472 -0.000248299 -0.00044716 -0.000616352 -0.000510826 -0.000608907 -0.000799943 0.000155452 -0.000610942 0.000561078 0.000848183 -0.000272918 -0.00132929 0.000721612 -0.000161127 0.000336459 -1.91723e-05 -0.000452359
internal_weight=0 20.7581 15.1348 5.62332 5.27974 26.1148 4.66199 21.4528 4.77506 1.66376 11.278 9.98203 16.6778 4.14822 9.28091 14.9722 13.0418 11.9384 9.55126 2.38714 7.65945 1.85225 1.29602 7.44441 1.9304 3.85676 6.84682 2.52785 2.00108 4.31897
internal_count=3910 1187 786 401 393 2723 145 2578 121 71 630 557 2457 112 523 1983 1515 1470 1339 131 919 54 73 395 468 156 258 118 104 140
is_linear=0
shrinkage=0.00154168


Tree=323
num_leaves=31
num_cat=0
split_feature=1 12 3 484 3 3 51 40 150 49 4 47 49 2 1 52 49 150 48 16 4 0 160 43 130 43 15 42 1212 132
split_gain=2.23932 1.22653 1.15609 1.02812 0.969946 1.07081 0.958553 0.96367 0.779346 0.614505 0.611828 1.06836 0.610494 0.622182 0.608087 0.603194 0.641719 0.601515 0.595273 0.851527 0.69048 0.601501 0.587238 0.677713 0.848992 0.825491 1.36328 1.07402 0.714601 0.67418
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.0043499999999999988 -0.115685 -0.055684999999999991 -0.40274499999999996 0.34489500000000001 0.081245000000000026 -0.088329999999999978 0.22584000000000001 0.11939500000000002 0.0068800000000000016 -0.0050599999999999994 0.10720500000000001 -0.080899999999999986 -0.068409999999999985 -0.099594999999999975 0.086215000000000014 0.15100500000000003 0.0057500000000000008 0.14676000000000003 -1.0000000180025095e-35 -0.077544999999999989 -0.083489999999999995 -0.078644999999999979 0.041585000000000004 0.08401500000000002 -0.5172699999999999 0.12562500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 -5 22 -2 -8 10 -7 17 -12 13 -11 -10 -16 -17 -3 19 -15 -20 -21 -6 25 -25 26 -24 29 -26 -28
right_child=1 2 -4 4 5 9 7 -9 14 12 11 -13 -14 18 15 16 -18 -19 20 21 -22 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=-0.0017361302498614304 -0.0019746539785076593 0.0014619304571884856 0.0015483479004535599 0.00031913135966064497 -0.0018831052714140348 -0.0017556674288489909 0.0013618599139929796 -0.0019586973463188474 0.0015103833719794858 -0.001550087284726486 0.00041340477589980223 -0.0018790050441703798 -0.0011491039914063124 0.0011225865251972792 -0.0017094895904005071 -0.00088862078861757468 0.0015747910545701078 -0.00093719746557528987 -0.0019363544051465799 -0.0014999925677472276 0.00047380434331090974 0.00069119899042247598 -0.0014570634115745223 0.00077720131457898714 0.0012229922307245727 0.0021311598880858589 -0.0018926550095330484 0.0017895079282307131 -0.0017950547313308703 0.0020598806928815265
leaf_weight=2.2091198532143634 0.35830523632466782 0.3890487132594006 1.5460464349016536 5.1364539905916926 2.0206372474785956 0.75773107632994552 5.3897209521383074 0.32305656187236298 1.5223275711759918 0.65632404154166479 4.7238421062938869 0.83415224589407433 1.390574444667436 3.9026418568100736 0.55516668781638179 0.62534992955625091 0.89881861186586265 5.7625863919965923 0.76589360833168008 0.90753418928943552 0.90355942118912935 0.84242695663124323 2.4798675617203116 0.61069250397850439 0.29447608964983985 0.44633054290898577 0.65187893877737213 1.1517535140737889 3.8576671701157279 0.19566367054358125
leaf_count=485 10 9 80 183 443 25 383 8 48 32 138 26 101 73 8 22 37 418 32 40 21 10 203 45 27 8 125 25 840 5
internal_value=0 0.000268537 9.33601e-06 -0.000511336 -0.000411021 -0.000582776 0.00098825 0.00117408 -0.000146065 -0.000138099 -0.000379725 6.93564e-05 -7.2753e-06 0.000191737 0.000613605 -4.2946e-05 0.00056408 -0.000785469 0.000347868 0.000637236 -0.000631902 -0.000445158 -0.000967362 -0.000776371 -0.00127864 -0.000290689 -0.000532017 0.000615384 -0.00158101 -0.000980173
internal_weight=0 22.9284 16.8573 29.1812 26.9721 21.8357 6.07108 5.71278 15.3113 10.1267 11.7096 5.55799 9.36895 7.97838 3.60166 2.07934 1.52417 6.15164 7.32206 5.6526 1.66945 1.74996 11.709 9.68833 4.76284 4.92549 4.47916 1.9993 4.15214 0.847543
internal_count=3910 1187 786 2723 2238 2055 401 391 706 334 591 164 309 208 115 67 59 427 176 123 53 50 1721 1278 912 366 358 155 867 130
is_linear=0
shrinkage=0.00186744


Tree=324
num_leaves=31
num_cat=0
split_feature=1 151 39 48 15 133 51 3 48 4 50 2 52 0 448 15 160 0 3 3 48 16 16 403 403 43 43 133 133 124
split_gain=0.362553 0.431248 0.429669 0.420977 0.458236 0.391894 0.375477 0.362726 0.397304 0.566992 0.507851 0.544698 0.486283 0.399117 0.34823 0.332515 0.301065 0.409512 0.351401 0.416688 0.334103 0.31108 0.351674 0.288241 0.40448 0.317308 0.417757 0.366274 0.446936 0.286002
threshold=0.085835000000000009 -0.083919999999999981 0.005105000000000001 0.086870000000000017 -0.091274999999999981 -0.09590499999999999 -0.40274499999999996 0.16699000000000003 0.12675000000000003 -0.23071499999999998 0.11413000000000002 0.088895000000000016 0.024145000000000003 -1.0000000180025095e-35 -0.080249999999999988 -1.0000000180025095e-35 0.083295000000000022 -0.22384499999999996 -0.074234999999999982 -0.075954999999999981 -0.064549999999999982 -0.078844999999999985 -0.27337499999999998 0.090530000000000013 0.085070000000000021 0.14198000000000002 -0.18906999999999999 0.086895000000000014 0.065880000000000008 -0.52484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -3 -4 8 9 -2 11 13 -10 16 -8 -7 17 -11 19 20 -19 22 -22 24 25 26 -17 28 -28 -16
right_child=2 3 6 4 -6 15 14 -9 12 10 -12 -13 -14 -15 29 23 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.002858128124654523 -0.0035187747637128145 -0.0034592374600121889 -0.0035350120239418343 -0.003500461773624564 0.0019718799432610918 -0.0020057183413968857 -0.0033240423208280093 0.0019938241020915821 -0.0037230674519175794 0.0030891717665683656 -0.0034940174272743386 0.0012679332982932191 0.00073963153207456131 0.0034798503289159535 -0.0028702410229945203 0.0016618888599952818 -0.0035167231477918138 0.0031114972319738628 -0.0026530924515188797 0.0035350301303215593 -0.0032809441855692488 -0.0031842322231976968 0.00062365656586018899 -0.003526340105565328 0.0039559548496527781 0.0018576371415970191 -0.00099450169633011841 -0.0031424322529217752 0.002990973720680184 0.0023114433955299754
leaf_weight=0.91804564700578239 0.51124370953766352 0.56876401248155062 0.16882418980822 0.20761877132463258 1.3389638856460804 1.3997985711612262 0.15073833148926574 0.92749979969812635 0.77570959576405651 0.35680184030206374 0.41954964387696314 4.1457890999736264 0.45509708300232887 0.28578993410337705 0.13206405472010452 0.82960944273508896 0.40466409156215366 0.24936434079426995 0.87215744430432574 0.31787915283348445 0.35103607666678716 0.59558448914322326 1.1878345468139704 0.28212383107165795 0.29134874278679479 0.7596473725279792 2.5534601863182678 0.76434542433707964 0.37966990040149529 2.3815332194790226
leaf_count=228 137 293 10 108 123 510 3 150 51 7 113 233 15 32 6 56 62 17 128 13 19 210 151 84 7 27 473 255 36 353
internal_value=0 -0.000616283 0.00022257 -0.000396759 0.00123725 -0.00071956 0.00142169 -6.39762e-05 -0.000238621 -5.8115e-06 0.000189692 0.00036598 -0.00207296 -0.0004432 0.00173577 -0.000504928 -0.000701813 -0.000412015 -0.000761562 -0.000150942 -0.000642461 -0.00108103 -0.000267033 -0.000146441 2.45046e-05 -0.000192155 -0.000536112 -0.00102928 -0.000478614 0.0020392
internal_weight=0 10.2934 14.6892 9.37535 1.54658 7.82877 2.83316 11.856 10.9285 9.69769 9.18645 8.7669 1.23081 4.62111 2.66434 7.26 4.33532 3.93066 3.57386 2.7017 2.38382 2.13446 1.53887 5.8602 5.57808 5.28673 4.52708 3.69748 2.93313 2.5136
internal_count=3910 2200 1710 1972 231 1741 372 1338 1188 1122 985 872 66 639 362 1448 607 545 538 410 397 380 170 938 854 847 820 764 509 359
is_linear=0
shrinkage=0.00342736


Tree=325
num_leaves=31
num_cat=0
split_feature=1456 42 39 1365 16 42 44 1429 133 480 14 151 160 1373 151 402 132 43 1 13 42 148 1375 158 52 133 33 151 1213 475
split_gain=0.353262 0.333817 0.544402 0.449777 0.43542 0.387258 0.366072 0.33886 0.30343 0.304762 0.304859 0.303678 0.297203 0.412703 0.334693 0.33723 0.28418 0.427407 0.301328 0.284496 0.335064 0.283178 0.300146 0.295254 0.298976 0.354084 0.331673 0.262289 0.24698 0.260857
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085060000000000011 1.0000000180025095e-35 0.28937500000000005 -0.082904999999999993 0.086480000000000015 -1.0000000180025095e-35 0.10681500000000001 0.08456000000000001 0.078275000000000025 -0.52174999999999983 -0.092169999999999988 0.10355500000000002 -0.0099899999999999971 0.076115000000000002 0.080815000000000012 0.0016850000000000001 1.0000000180025095e-35 0.24813000000000004 -0.11403999999999999 0.11035500000000001 -0.43271999999999994 0.085745000000000002 -0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.084944999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 5 3 7 6 16 -4 -3 9 10 11 -9 14 21 -13 -16 17 19 -18 -2 -21 22 -14 24 -24 -26 -27 -1 29 -28
right_child=1 2 4 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 15 -17 18 -19 -20 20 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00052351668340395357 -0.0031012400429344571 -0.0024958103780447619 0.0025979752036916401 -0.0028052692051987508 -0.0029271768486303323 -0.0024033702843335807 -0.002208711917018439 -0.0027911476828410713 -0.0018635406058031157 -0.002231238034283304 -0.0019123386202109511 0.0011922184601135225 -0.0012813888807047574 -0.0031506393473765301 -0.002874616819118376 0.00220255774323654 -0.0016458727205880047 0.0016848038831498106 0.0023546268572726629 -0.0017968610386786842 0.0019095732132500451 -0.0025928482380215079 -0.0016570153282381005 -0.0019004154777352588 -0.0030989647470291712 -0.0022058091206885312 0.0031093442319135097 -0.0030525713238700684 0.0012494555865722673 -0.0022857409349247705
leaf_weight=0.26813552211388014 0.66658587841084294 0.46294041647344286 1.5377647280693043 0.518131474906112 0.1698807202046736 1.0465153583209055 0.15963411424309004 0.27249689871678562 0.67107871672487895 0.45271061672247093 0.55542322009569112 0.44308156069018878 0.65599920871318396 0.26697258139029223 0.72303397092037502 0.143031281826552 0.24017350588110264 0.47176650332403358 0.60418642277363688 0.66299069649539888 0.33517008688068017 0.24186936975456852 0.40208428056212753 0.35372771855327378 0.18951596261467329 0.2755565266706953 0.10680263862013817 0.62025440955767663 10.138032913207985 0.34945422533200421
leaf_count=41 271 152 310 65 18 475 10 50 299 161 59 36 17 18 152 22 71 60 58 57 25 15 130 75 32 29 4 328 674 196
internal_value=0 -3.18346e-05 0.000134924 -3.30753e-05 0.00168439 -0.000822246 0.00214592 5.29147e-05 0.000125565 0.000211298 0.000284445 0.000368236 0.000428486 0.000566862 -0.000943485 -0.00203612 -0.00026715 -0.000853577 0.00121671 -0.00157292 -0.000552286 0.000644929 0.000707723 0.000818162 0.000902064 0.000995104 0.00106648 -0.00197323 0.0011516 -0.00102284
internal_weight=0 23.1166 19.0892 17.2219 1.86728 4.02739 1.6974 16.7038 16.2409 15.5698 15.1171 14.5617 14.2892 12.98 1.30915 0.866065 2.98087 2.13651 0.84436 1.66475 0.998161 12.713 12.4712 11.8152 11.4614 11.0594 10.8698 0.88839 10.5943 0.456257
internal_count=3910 3541 2524 2186 338 1017 320 2121 1969 1670 1509 1450 1400 1190 210 174 542 413 129 353 82 1172 1157 1140 1065 935 903 369 874 200
is_linear=0
shrinkage=0.00302119


Tree=326
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 47 15 44 48 3 3 1374 0 1 49 0 9 15 49 16 52 51 43 130 43 15 42 132 1212 0 12
split_gain=1.64821 0.868508 0.868461 0.829273 0.766894 1.13845 1.04962 0.755783 0.745162 0.999557 0.766158 0.989697 0.731499 0.578322 0.562239 0.532935 0.614462 0.802758 0.692266 0.52913 0.552692 0.702993 0.757875 0.74682 0.844053 0.775722 0.615267 0.581557 0.519718 0.514962
threshold=0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 0.091520000000000018 0.09252500000000001 0.024640000000000006 0.086480000000000015 0.12862000000000004 -0.115685 -0.055684999999999991 -0.094679999999999986 -0.23029999999999998 0.10956 -0.088329999999999978 -0.10303999999999998 0.084755000000000011 -1.0000000180025095e-35 -0.0090499999999999973 0.15100500000000003 0.091715000000000005 -1.0000000180025095e-35 -0.077049999999999993 -0.083489999999999995 -0.078644999999999979 0.041585000000000004 0.08401500000000002 0.12562500000000001 -0.5172699999999999 -0.14070999999999997 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 -1 -2 4 5 6 7 29 -3 19 -11 -12 -7 -13 -14 16 17 -15 28 20 -10 23 -23 24 -22 26 -26 -24 -18 -4
right_child=2 8 3 -5 -6 12 -8 -9 9 10 11 13 14 15 -16 -17 18 -19 -20 -21 21 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0017036004441578704 -0.0018171041088720773 0.00031564595251239679 0.0014238937190045027 -0.0018504672437742648 -0.00016679741845377954 -0.0014724991421900494 -0.0016961737008552181 -0.00064796804874874458 -0.0018188440856500914 -0.0021108902362605192 0.0014136814184808101 -0.0019024749616003431 0.0016594837808878264 0.00065473408900244313 -0.00046295107132188424 -0.0018431795489649585 -6.0160623043123429e-06 -0.0015025803914699516 -0.00044535034924745074 -0.0018328655127628833 -0.0012110059106169534 0.00082257210622090548 0.0013218738826006103 0.0023556819766679714 -0.0018304721188435592 0.0016353423860182392 0.0020878493210306328 -0.001704240602657853 0.0017476198199146036 0.00031344873538589771
leaf_weight=1.6416787526104624 0.63190284220036375 4.4587981007061925 7.0060570535715687 0.54953537683468212 5.4937264827312893 1.1547829641494893 0.47215340146794993 0.77526252530515272 1.2499855158384914 0.56537042185664077 1.4498429270461191 0.60557240108027954 0.67707501398399461 0.9275473272427911 1.0096752112731335 0.50550809781998385 0.85358037822879884 1.4139277647482229 1.4843368679285047 1.640909231500699 1.5594622869975872 0.55750866013114064 0.22341777267866536 0.39980874257162602 0.51713442406617094 1.005888737272471 0.17388694500550628 2.6795457362895689 1.5369010074064111 1.6816150168888269
leaf_count=484 144 183 495 35 209 109 13 14 274 11 34 21 19 28 56 25 17 107 50 483 151 41 14 4 112 16 3 619 38 101
internal_value=0 -0.000435886 0.000260853 0.000330623 0.000396226 0.000638317 0.000925989 0.00105682 -0.000348474 -0.000501505 -7.76185e-05 5.33515e-05 -0.000367496 -0.000215812 0.000389011 -6.38597e-05 8.08344e-05 -0.000647986 0.000521246 -0.000897227 -0.000713724 -0.000519618 -0.00110178 3.13787e-05 -0.000253993 0.000625503 -0.000844475 -0.00147134 0.00112144 0.00120895
internal_weight=0 25.4506 19.4518 18.8199 18.2703 12.7766 9.93509 9.46293 23.8089 19.3501 9.34259 8.77722 2.84153 7.32737 1.68675 6.7218 6.21629 2.34148 3.87482 10.0075 8.36664 7.11665 3.46047 3.65618 3.25637 1.69691 0.691021 2.90296 2.39048 8.68767
internal_count=3910 2715 1195 1051 1016 807 623 610 2231 2048 331 320 184 286 75 265 240 135 105 1717 1234 960 674 286 282 131 115 633 55 596
is_linear=0
shrinkage=0.00180201


Tree=327
num_leaves=31
num_cat=0
split_feature=1 151 1446 39 47 48 15 133 1373 150 1374 52 13 133 40 12 160 50 129 41 0 15 43 38 3 48 1 403 454 9
split_gain=0.336383 0.383589 0.365645 0.416315 0.35264 0.350051 0.404426 0.351447 0.305505 0.358926 0.416758 0.289675 0.442797 0.361056 0.469772 0.319333 0.297234 0.301356 0.342464 0.371965 0.305646 0.434138 0.272581 0.263154 0.252317 0.263654 0.262631 0.2687 0.306795 0.262545
threshold=0.085835000000000009 -0.083919999999999981 0.091520000000000018 0.005105000000000001 0.084695000000000006 0.086870000000000017 -0.091274999999999981 -0.09590499999999999 0.09586500000000002 0.081245000000000026 -0.094679999999999986 0.11401500000000002 -0.10023999999999998 0.084285000000000013 -0.082239999999999994 0.099370000000000014 0.085065000000000016 0.082310000000000008 0.087320000000000023 0.078535000000000008 -0.084074999999999997 1.0000000180025095e-35 -0.016244999999999996 0.13905500000000001 0.31335500000000011 0.14226500000000003 0.10752500000000002 0.03138500000000001 1.0000000180025095e-35 -0.016839999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -3 9 24 -11 12 -9 15 -15 16 17 18 19 20 21 -14 -12 -13 25 26 27 28 29 -2
right_child=2 5 -4 4 -6 6 -8 11 -10 10 22 23 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027551812378125554 0.0037538371324353352 -0.0034317927973664623 -0.003460030807999284 0.0026404738140668321 4.0076957440213789e-05 -0.0034751848537765057 0.0018167894214767915 0.0013051561812819721 -0.0035263699714795983 -0.00076878794598660529 -0.00033713661965563722 -0.0035405010714385592 0.0014766502011474072 0.0032149441057705325 -0.0031560413638413443 -0.0035420098366953697 -0.0035238392374158439 -0.003617021483743254 -0.0033220509114915879 -0.0034904340354352248 0.0023858860633207712 -0.0034873501523586667 0.0025992009523165913 0.0036644419601075421 0.0022906056875160322 -0.0029707581550052933 0.00043927326856835447 0.0015271363304253114 0.001994584197248862 -0.0018197959636072831
leaf_weight=0.86860326086752948 0.10164732183329528 0.50356900348560785 0.30443015400669615 1.4655312011600483 1.0283079345244912 0.19238605597638514 1.2854318857425822 1.5553219784633237 0.27328634937293905 0.95103040244430337 0.47145854245172891 0.5338577564980368 0.63684576351079147 0.15303096268326033 1.0848850256588773 0.30866094271186728 0.24495592169114377 0.20408523979131121 0.22884468533447933 0.19537313655018795 1.4314226575079443 0.30048294010339305 1.6429974669590586 0.066004231572151184 0.41967817425029341 0.44235498260240991 3.2563102404237725 0.45995052691432636 0.30234087235294271 2.679241855104916
leaf_count=228 4 293 62 301 66 108 123 65 24 22 56 281 59 8 482 54 51 33 67 19 170 158 128 1 91 26 259 69 13 589
internal_value=0 -0.000595674 0.000229241 0.000312472 0.00156823 -0.000385509 0.00112787 -0.000685817 2.77836e-05 0.000118331 0.00110273 -0.000486676 -0.000272878 -0.00078542 -0.00236846 -0.000233504 8.14877e-05 0.000376159 0.000667945 0.00102405 0.0013964 -0.000114678 0.00194449 -0.00274772 -0.00027554 -0.000424253 -0.000258585 -0.000899941 -0.00126201 -0.00161607
internal_weight=0 9.79376 13.7986 13.4941 2.49384 8.92516 1.47782 7.44734 11.0003 10.727 3.06549 6.94377 6.34391 4.78859 1.23792 3.55067 3.24201 2.99705 2.79297 2.56412 2.36875 0.937329 2.11446 0.599862 7.66152 7.24185 6.79949 3.54318 3.08323 2.78089
internal_count=3910 2200 1710 1648 367 1972 231 1741 1281 1257 206 1448 1166 1101 490 611 557 506 473 406 387 217 184 282 1051 960 934 675 606 593
is_linear=0
shrinkage=0.00340407


Tree=328
num_leaves=31
num_cat=0
split_feature=4 12 13 49 151 160 11 132 38 124 4 3 52 43 1348 0 128 130 130 16 43 133 51 47 14 49 13 2 52 52
split_gain=2.77447 1.52346 1.35641 1.52496 1.20355 1.03819 0.992345 0.836796 1.03803 0.880222 0.798346 0.705879 0.712728 0.652763 0.922489 0.842536 0.845145 0.75276 0.998244 0.719691 0.76665 0.819708 0.632367 0.703021 0.612038 0.611087 0.577892 0.530897 0.522833 1.10923
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 -0.081629999999999994 -0.27336999999999995 -1.0000000180025095e-35 0.077165000000000025 0.080815000000000012 1.0000000180025095e-35 -0.048219999999999992 0.0045450000000000013 0.16699000000000003 -0.092854999999999979 -0.074254999999999988 0.084895000000000012 -0.077944999999999987 0.11581500000000002 -0.083489999999999995 -0.084569999999999992 -0.078844999999999985 -0.075819999999999985 -0.036599999999999987 0.13741000000000003 0.096475000000000019 -0.46879999999999994 -0.080639999999999976 -0.42334499999999992 0.089910000000000004 0.083750000000000005 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -2 -4 25 8 9 -1 -7 12 -11 15 17 16 28 18 -15 -17 21 -21 23 24 -6 -3 -13 -27 -5 -30
right_child=4 2 3 13 22 10 -8 -9 -10 11 -12 26 -14 14 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00061992015266048141 -0.0011438788241353731 -0.00078835745922639416 -0.0013697356026182831 -0.0013582600929002426 0.0002261268812196747 0.00097616714213557393 -0.0013557930252413686 0.00087575385530441502 -0.0010997510597101528 -0.00092533318770698903 -0.00058163109295203495 -0.00041634241166177985 -7.8176000374440569e-05 -0.0013524426893355801 0.0011798336796077658 0.0012010046085159604 0.0015833685166755133 -0.0013082234034785343 0.0023060927308293801 0.0013734204823277105 0.0012160849717873855 -0.00078528859903100913 -0.000856472344016787 0.0001117541199849001 0.0013674023178382 -0.00021178816960524489 0.0013787260183526213 0.00072793657344415272 0.0020614935962574568 -0.00092715562881175476
leaf_weight=3.5565258131828221 0.62601272016763676 0.84158609039150167 0.62280808691866729 3.2337389288004488 1.0519918904174117 1.9964446581434523 0.76045199902728189 1.8366981027647842 1.559760424774139 2.0918076306115898 0.81643891893327225 0.47716961894184351 10.682387187378476 0.28417435102164745 0.30318467994220544 0.60437256097793568 0.22403582325205196 6.5089398331474353 0.24429811537266566 0.34388715680688697 0.48112059477717251 3.1290302805136885 0.3934069126844405 1.6004341337829826 3.8815288576297453 1.5381481038639346 0.9346676212735463 3.3989085420034826 0.26318335696123529 1.2954303452279416
leaf_count=163 20 33 41 509 50 50 65 65 58 110 19 13 268 44 10 21 5 1285 1 6 13 252 10 40 306 98 48 74 3 230
internal_value=0 -0.000246857 -0.000456432 -0.000625395 0.000618442 0.000180725 6.94197e-05 1.97345e-05 -6.17194e-05 2.95347e-05 0.000524017 -0.000118479 -0.0002169 -0.000789127 -0.00108689 -0.000560847 -0.00093614 -0.00118454 0.000338796 -0.000147848 -0.00035402 -0.000571534 0.0007777 0.000876093 0.00112404 0.000256973 0.000772033 0.000435164 -0.00105392 -0.0004225
internal_weight=0 48.0292 26.8902 20.3511 7.55337 3.43569 6.53909 21.139 19.3023 17.7426 2.81288 14.186 12.7742 16.9154 7.3406 9.5748 5.01639 7.03741 0.528472 4.55841 3.95404 3.47292 6.92736 6.53395 4.93352 5.77864 1.41184 4.93706 4.79235 1.55861
internal_count=3910 3484 2759 2489 426 110 270 725 660 602 69 439 378 2379 1340 1039 747 1330 45 292 271 258 406 396 356 205 61 172 742 233
is_linear=0
shrinkage=0.00132718


Tree=329
num_leaves=31
num_cat=0
split_feature=1 47 50 158 3 133 2 3 403 15 50 52 48 123 1212 0 156 150 4 52 9 51 148 483 128 151 15 11 1 52
split_gain=1.42201 0.725818 0.646922 0.718775 0.67288 0.711421 0.655924 0.675032 0.630051 0.599045 0.591266 0.62603 0.584337 0.548886 0.631836 0.545827 0.545519 0.520171 0.712547 0.603919 0.547386 0.552329 0.495873 0.493885 0.488243 0.485275 0.473348 0.442914 0.439691 0.408464
threshold=0.10113500000000002 0.087850000000000025 0.088425000000000017 0.084965000000000027 -0.115685 -0.097724999999999992 0.11462500000000002 0.10223 -0.081784999999999983 0.079360000000000014 0.14061500000000002 -0.24456499999999998 -0.086624999999999994 0.11662000000000002 -0.50114499999999984 0.37339500000000009 0.11896500000000002 0.087075000000000027 0.0057500000000000008 0.10599500000000002 0.083710000000000021 -0.097124999999999989 -0.083929999999999991 0.084885000000000016 0.086435000000000012 -0.51118499999999989 -1.0000000180025095e-35 0.080455000000000013 0.14000500000000002 -0.42035499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 7 8 -7 15 11 26 -13 14 -4 27 24 19 -19 20 21 -10 -23 29 25 -14 -2 -1 -3 -24
right_child=1 28 13 -5 5 6 -8 -9 17 -11 -12 12 16 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012716210445867353 0.00099057416360198366 -0.00039939191706967175 0.0014111233315682583 -0.0012489254287362346 -0.0016180652382767791 -0.0014902469533524022 -0.0014507767384480824 0.00072556216722704766 -0.0012623336402688115 -0.00097675681204044645 -0.0016733681634049243 -0.00061603576742672202 -0.0010559168114692367 0.0017596375423260355 -0.0016274212515789662 -0.0006416478145085489 -0.00080352444767900597 -0.0015700501132766905 0.00026714952410379541 -0.0013912294706727953 -0.0014890424179865339 -0.0016983339265471465 -0.0016327604988392247 -0.0012791577801011048 -0.00064844853464004993 0.001170338319766792 -0.0014296385759385343 -0.00022735566219942116 0.0007585547181418956 0.00054044374014324621
leaf_weight=2.2871575530152839 0.30849502794444561 4.6390484033618113 0.19263340183533806 1.7753559759003099 1.0343229238060363 1.0357261859462692 1.0862494328757737 1.9208736834116269 0.63152325950795685 0.70356217736843962 0.30229445174336511 0.74351588822900971 0.26130679994821271 0.15509810298681248 1.9907464795978729 0.69187266379594792 0.46907591633498658 1.4327234597876661 0.87130868050735433 0.77265370427630919 0.53521872125566083 0.30845254799351618 0.22916855174117223 0.43806707515614096 0.44416481303051103 6.5583270939532703 0.63293137471191308 0.64960074727423478 1.0281443428248165 7.068334541050695
leaf_count=71 6 217 9 281 298 400 119 51 106 62 16 30 9 2 545 11 15 127 30 171 45 40 42 82 22 552 88 38 32 393
internal_value=0 0.00026636 -0.000348932 -0.000268877 -0.000188684 -0.000329602 -0.000247993 -0.000162286 -0.000290292 0.000376151 0.000532036 0.000602826 0.000740478 -0.00115247 -0.00135934 0.000638469 0.000870907 -0.000189146 -0.000875282 -3.07958e-05 8.33254e-05 0.000180329 0.00029359 0.000373017 0.000979037 0.00108504 -0.000636562 0.000940053 -0.000189317 0.000472197
internal_weight=0 15.3873 25.8106 23.4722 21.6968 17.3646 16.3303 15.2441 13.3232 4.33219 9.72011 9.41782 8.47639 2.33848 2.18338 3.62863 7.73287 12.2875 2.30403 9.98342 9.21076 8.67555 8.04402 7.73557 7.2638 6.81963 0.941426 2.93676 5.66719 7.2975
internal_count=3910 987 2923 2367 2086 1904 1606 1487 1436 182 738 722 628 556 554 120 598 1036 157 879 708 663 557 517 583 561 94 109 249 435
is_linear=0
shrinkage=0.00160204


Tree=330
num_leaves=31
num_cat=0
split_feature=1 484 12 40 51 3 42 1374 0 42 0 52 52 4 4 13 16 457 160 151 4 47 50 3 4 130 130 123 52 40
split_gain=1.01234 0.796069 0.728807 0.695267 0.731605 0.661041 0.648487 0.652252 0.780013 0.570385 0.758884 0.690484 0.995004 0.680139 0.677898 0.618329 0.593091 0.665835 0.581093 0.568128 0.597785 1.01934 0.913458 0.54347 0.53217 0.511606 0.651808 0.551414 0.489545 0.470085
threshold=0.094485000000000013 -0.0043499999999999988 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 0.16699000000000003 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.091955000000000023 -0.074249999999999997 0.084890000000000007 0.048490000000000012 0.11205000000000001 -0.49837999999999999 0.41346500000000003 -0.50763499999999995 0.082870000000000013 0.083295000000000022 -0.40391999999999995 -0.034289999999999994 0.13206500000000002 0.11515000000000002 -0.078884999999999997 -0.025214999999999998 -0.076814999999999981 -0.084569999999999992 0.091310000000000016 0.11262000000000001 -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 -2 19 25 -8 -9 10 11 12 16 15 28 -11 -10 23 -19 -4 29 22 -22 -18 -25 26 -3 -27 -12 -21
right_child=2 6 5 -5 -6 -7 7 8 9 13 14 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0017127139971626426 -0.0018907550422176502 -0.001671875825478176 -0.0018838716278597298 -0.0018977625086931819 0.0012459023870059298 0.0014653286698874401 -0.0019937692853746452 0.0013477786853925279 0.0015436251543292918 -0.001877019926960749 -0.0019262364788598071 -0.0015967995409874953 0.0015463430108949275 0.00069882409446115614 0.00092257690209716469 0.0021644153090070875 -0.0017162998928371787 -0.0010490403985893876 0.0013239020988228759 0.0018592564046687162 0.0005130949458641836 -0.001920827288917092 -0.001859855226192763 0.00085128930671828822 -0.0010086238314400361 -0.0015674760914279745 0.0012470570436437089 0.00087980037860391539 0.00084674342157274238 -0.0011789700705681829
leaf_weight=1.3990263516316215 0.26223871298134316 0.40454345266334713 0.58290498284623105 0.28408264741301525 3.7581193208461654 0.91584547446109432 0.60239544312936288 1.1861362312920487 0.46988427266479149 1.6258742425125086 0.5417742421850561 1.2552360730478538 0.99575347790960211 0.58087044674903143 3.5911275047110154 0.1351739615201949 1.7713072394253742 0.53377541597001232 0.93806974915787578 0.18394476966932427 7.55536568805109 0.7117311598267414 0.5755108525045215 0.77094377204775844 1.482042001094664 2.8104729110491493 0.66965422919020035 0.3402542658150195 0.34258644608780742 1.9221152781974515
leaf_count=485 10 67 27 8 383 80 46 34 8 401 40 267 40 27 99 1 282 30 20 11 327 31 56 29 54 746 28 9 10 254
internal_value=0 -0.000386485 0.000203334 0.000847334 0.00104131 -1.93678e-05 -0.000298332 -0.000138621 -6.97252e-05 -0.000181559 -2.96498e-05 -0.000357298 -0.000133811 -0.00100486 0.000571913 -0.00156681 -0.000414235 -0.000581619 0.000463337 -0.000137283 -4.42954e-05 0.000162751 0.000345135 -0.000963802 -0.000372185 -0.000934275 0.000147785 -0.00130319 -0.000852031 -0.000913609
internal_weight=0 22.4469 16.7519 4.30444 4.02036 12.4474 21.0479 16.823 16.2206 15.0344 12.6925 8.21701 6.96178 2.34192 4.47549 1.76105 5.96602 5.49614 1.47185 11.5316 10.9487 8.84261 8.13088 4.02429 2.25299 4.22492 1.0742 3.15073 0.884361 2.10606
internal_count=3910 2723 1187 401 393 786 2238 1388 1342 1308 879 730 463 429 149 402 423 415 50 706 679 414 383 365 83 850 95 755 50 265
is_linear=0
shrinkage=0.00181564


Tree=331
num_leaves=31
num_cat=0
split_feature=4 11 151 1213 1456 474 480 1211 31 453 156 48 1374 0 15 52 13 159 16 124 151 133 160 50 123 9 132 15 0 0
split_gain=0.373981 0.451524 0.39233 0.354992 0.350581 0.35034 0.348063 0.338188 0.277762 0.266047 0.259857 0.298465 0.369043 0.445599 0.336456 0.296733 0.489208 0.35859 0.354807 0.350697 0.301725 0.299939 0.441758 0.435473 0.356634 0.342028 0.31532 0.314748 0.408509 0.480407
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -0.082704999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.090755000000000016 0.10691500000000002 0.093225000000000016 -0.095439999999999983 -0.230625 -0.14097499999999996 0.11401500000000002 -0.091849999999999987 -0.21685999999999997 -0.38486499999999996 -0.082254999999999981 -0.083274999999999988 0.087330000000000019 0.087825000000000014 0.084340000000000012 0.091600000000000001 0.084755000000000011 0.12562500000000001 -0.11739999999999999 -0.10575999999999998 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -4 7 8 -6 -5 11 12 -10 -14 -13 16 20 -17 -18 -20 -15 22 23 25 26 27 -23 -21 -29 -30
right_child=2 -3 5 4 6 -7 -8 -9 10 -11 -12 14 13 15 -16 17 18 -19 19 21 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.003511897917295797 -0.0030154902925702155 -0.0029778013140632428 -0.0040841089206418383 -0.0030774938169435381 0.0036253176882987872 0.0015355608531170445 -0.0035153484202070798 -0.003537870573049131 -0.0025948416938834005 0.0036845828689828363 -0.0031388652335763573 -0.0019082138789302833 0.003245884056954502 -0.0018307432107904111 0.0015360182500365621 0.0013300829209184426 -0.0032018932997668779 -0.0026996712694521297 0.002506469395770294 -0.0032346422376496238 0.0017557602491603548 -0.0034844861504454419 -0.0032208433301964146 -0.0036117828171682675 0.0036720954425356672 -0.0035179597820421439 0.0021565122217952161 0.0023107738422828436 -0.0035434364043729853 0.00056750795673393738
leaf_weight=0.38584493828239885 0.28062697313725982 0.73786006378941138 0.14127150038257319 0.71318845645875129 0.26687868946467119 3.0525138043449247 0.34345317652332497 0.31781000352930178 0.69502615294188608 0.078623884241096675 0.30766263298573804 0.3969175718375485 0.49940050288571214 0.32273429352790151 2.649828470835927 0.36482950818026427 0.49441945855507441 1.0207688226073521 0.56003779871390502 0.25165850023042224 2.4746844838955644 0.86452611556160242 0.50268947792937968 0.3485779937764163 0.11973895539995272 0.25927951792255033 0.14016261114738882 1.4919945944566433 0.38336639865885214 3.5489287602247881
leaf_count=348 20 160 4 325 58 448 231 172 51 2 100 70 19 21 199 94 42 159 61 28 134 355 90 80 5 40 23 54 53 464
internal_value=0 -0.000298146 0.000939475 -0.000198302 -0.000132457 0.00128698 -3.58005e-05 2.9568e-05 9.2681e-05 -0.00240605 3.94079e-05 9.56391e-05 -0.000115016 1.1271e-05 0.00108732 -0.000111586 6.82928e-05 -0.00163863 -0.000329132 -0.000161459 0.00134199 -0.00035033 -7.38171e-05 0.000177938 -0.00201923 0.000400509 -0.00269752 0.000579506 0.000756463 0.000166725
internal_weight=0 20.5409 3.47441 19.803 19.4172 3.19379 18.6254 18.2819 17.9641 0.791812 17.6972 17.3896 14.3428 13.6478 3.04675 13.1484 11.7628 1.3856 8.96538 8.47096 2.79742 7.91092 6.7865 6.28381 1.12443 5.93523 1.00469 5.67595 5.42429 3.9323
internal_count=3910 3438 472 3278 2930 452 2603 2372 2200 327 2142 2042 1773 1722 269 1703 1450 253 1295 1253 155 1192 809 719 383 639 378 599 571 517
is_linear=0
shrinkage=0.00348875


Tree=332
num_leaves=31
num_cat=0
split_feature=1 12 40 50 158 3 3 52 0 47 49 158 11 133 50 51 123 1212 4 42 15 457 4 4 1375 0 52 43 48 12
split_gain=2.77118 1.18606 1.38695 0.968741 0.912422 1.02839 1.1514 0.853181 0.899245 0.986967 0.798514 0.780457 0.778115 0.857486 0.771639 0.690763 0.68392 0.733949 0.636587 0.70728 0.621098 0.675676 0.738613 1.24464 0.663991 0.822154 0.613051 0.888689 0.710396 0.950262
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.088425000000000017 0.084965000000000027 -0.115685 -0.055684999999999991 -0.42985499999999993 -0.017269999999999997 0.10933000000000002 -0.088329999999999978 0.084900000000000017 0.08184000000000001 0.0068000000000000014 0.10976000000000001 -0.097124999999999989 0.11662000000000002 -0.50114499999999984 -0.045299999999999993 -0.034284999999999989 -0.095799999999999982 0.088175000000000017 -0.0025899999999999994 0.035895000000000003 -0.029589999999999995 -0.14733499999999997 0.091715000000000005 -0.17307499999999998 0.083775000000000002 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 11 -3 9 14 -8 26 13 -1 18 -12 17 -5 -9 -20 24 22 -22 -24 -17 -26 27 -7 -29 -30
right_child=1 7 -4 16 -6 6 10 8 -10 -11 15 -13 -14 -15 -16 20 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00079749110270038953 0.0011601687976580725 -0.0013760679042073545 -0.0014527878146832036 0.0010690892353970422 -0.0010925904642372275 0.00060137249482720815 -0.0011061860393696446 -0.00056803914906227706 0.0010220069848565078 -0.00056571075018465797 -0.0010548605258791841 0.0018287481298961232 -0.0010354295193836024 -0.00054001308323485141 -0.0011128932568497097 -0.0015485587430407049 0.0015171078039562999 -0.0013876783064067546 -0.0006359663269681346 0.00061687567714188252 0.0005453807959904613 0.0013524881017366844 -0.0014383768966380458 0.00044590497820107814 0.00097088608531311054 -0.00087141913090587404 -0.0013889394421623044 -0.00098484281261983718 -0.001476614826597089 0.00041899265732364178
leaf_weight=3.6757719404995468 3.6563444612547782 0.72451713494956749 0.42096440866589535 0.24365440057590682 2.6069631703430778 1.0524270834866918 1.2746678674593557 1.2459686705842656 1.8810645644552959 3.8963110460899761 0.98880840605124731 0.22606488410383541 0.73088401556015004 1.1756595242768524 0.72944964002817947 0.7248522732406858 0.18013650178909291 3.1144344129133961 0.94334506196901546 7.4546991246752388 3.9397783228196182 1.0427777250297365 1.1667014025151754 1.4750547346193341 0.85055227577686321 0.9562112430576214 2.1308947256766269 5.8799923387123236 0.68174846610054407 1.7604964966885743
leaf_count=85 301 114 8 9 281 35 34 37 88 117 85 2 49 48 44 13 2 545 30 248 83 18 43 34 16 45 410 909 52 125
internal_value=0 0.000230559 0.000890392 -0.000393393 -0.000319301 -0.000251501 -0.000373388 7.11345e-05 0.000136055 1.92675e-05 -8.40959e-05 -0.00067964 0.000275826 0.00047337 0.000238988 3.28046e-05 -0.00107061 -0.00120942 0.000341241 0.000476145 0.000138703 0.000332961 0.000171428 -0.000386267 -0.000446335 -4.13524e-06 -0.000728926 -0.000578902 -0.000728159 -0.000110163
internal_weight=0 20.9527 4.07731 35.8785 32.3403 29.7333 24.151 16.8754 16.1508 14.2698 12.4194 11.7316 5.58232 4.85143 10.3735 11.1447 3.53823 3.35809 9.64401 8.39804 10.1559 7.62431 6.58153 2.64176 2.53162 1.80676 11.5056 9.37466 8.32224 2.44224
internal_count=3910 987 309 2923 2367 2086 1904 678 564 476 371 1533 182 133 359 337 556 554 315 278 252 178 160 77 74 61 1531 1121 1086 177
is_linear=0
shrinkage=0.00136321


Tree=333
num_leaves=31
num_cat=0
split_feature=1 12 3 4 4 4 47 50 48 2 16 3 457 3 15 151 0 4 4 484 2 2 15 130 160 42 47 151 15 4
split_gain=1.69616 1.03187 1.13596 0.810967 1.3853 0.616427 1.17568 0.88285 0.67413 0.773547 0.647027 0.591844 0.548131 0.467377 0.553357 0.45433 0.429751 0.404377 0.394739 0.629268 0.391978 0.536989 0.38034 0.379282 0.363306 0.372305 0.623693 0.354425 0.613241 0.331042
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 0.26790000000000008 -0.00027999999999999998 -0.034289999999999994 0.11603500000000001 0.11515000000000002 0.12862000000000004 0.12168500000000002 -0.54165499999999989 -0.115685 0.081330000000000013 -0.055684999999999991 -0.008624999999999999 -1.0000000180025095e-35 -0.060094999999999989 -0.48072499999999996 -0.49837999999999999 0.085815000000000016 0.10869000000000002 0.087995000000000004 0.079360000000000014 -0.0060099999999999989 -0.078874999999999987 -1.0000000180025095e-35 0.093315000000000023 -0.0074049999999999993 -0.091024999999999981 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 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 3 5 4 -2 23 7 8 9 10 -7 16 15 -13 27 -12 22 -18 -16 20 21 -20 -1 -3 -17 -26 29 28 -15 -27
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 12 13 -14 14 18 24 17 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00027828166710838976 0.0011534228611189653 0.00057250050717500131 0.0012614527306517112 0.0016619407275029574 -0.00084503812183990676 0.001691802254401884 -0.0014122643741518335 -0.0017193421938584334 -0.0013542475514968842 0.001687796187191968 -0.0014973151723953434 -0.0011554860612739768 0.00088553559588532753 -6.3520677137875314e-05 -0.0011694982489944483 -0.0011144658794235564 -0.00079274842960202747 0.00052488641164683035 -0.00078684679219553368 0.0014159498576951635 -0.001361383207938049 0.00069455257623863415 -0.0017040615833770144 -0.0013791048672135028 -0.00093819748761007058 0.00017799665296908801 -0.00069949735779978382 -0.0015115489057967015 -0.001592221023064665 0.0017252918971712445
leaf_weight=1.1499580289237203 1.7048676888225602 0.29449221352115307 0.98423975938931185 1.1004380569793282 2.0456985756754902 0.56782612809911093 2.3303894153796127 0.82465267786756236 0.81326499767601479 0.84758118446916331 0.81396835716440996 13.59532271313947 1.1289581414312122 1.7603997662663462 1.1323519765865055 0.82812177040613955 0.93532611569389734 1.8785070311278129 1.3179789308924199 0.63849575188942242 0.79577530198730517 1.3060700153000651 0.8896304378286003 2.85647861508187 0.70297551900148247 0.65618147049099496 0.85331073775887478 2.5223144507035613 1.1717880559153853 0.85204123333096504
leaf_count=68 136 15 80 206 59 42 85 49 16 71 20 2103 21 35 49 35 25 51 40 21 33 33 85 255 17 21 24 149 31 35
internal_value=0 -0.000232279 -0.000440257 0.000426015 6.33878e-05 -0.00055681 -0.000377092 -0.000105702 5.93092e-05 0.000217853 2.32847e-05 -0.000849811 -0.00013907 -0.000954306 -0.000697372 -0.000384839 -0.000327907 8.69009e-05 -0.000314694 -7.61868e-05 -0.000354775 -4.95087e-05 -0.00090018 -0.00119671 -0.000152214 0.000107815 0.000419189 -0.00106154 -0.000674434 0.00105211
internal_weight=0 20.2055 15.3545 4.851 3.75057 14.3702 11.2193 8.88888 8.06423 7.25096 6.40338 29.0939 5.83556 24.2405 10.6452 4.7066 4.85342 2.81383 5.19067 4.05832 3.41982 2.62405 2.03959 3.15097 3.89263 3.06451 2.36153 5.4545 2.93219 1.50822
internal_count=3910 1187 786 401 195 706 436 351 302 286 215 2723 173 2494 391 152 229 76 176 127 106 73 153 270 132 97 80 215 66 56
is_linear=0
shrinkage=0.00163735


Tree=334
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 3 52 150 150 4 1213 15 48 13 3 2 1213 4 124 43 1446 43 3 49 47 52 16 474 151 42 12
split_gain=0.370338 0.430697 0.393542 0.560025 0.377515 0.380498 0.347801 0.433945 0.347556 0.323776 0.313046 0.356154 0.339518 0.285093 0.320028 0.271003 0.301756 0.270925 0.285111 0.273483 0.278873 0.394674 0.331484 0.302369 0.374067 0.369342 0.348694 0.289851 0.268793 0.260826
threshold=0.094485000000000013 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.115685 0.11401500000000002 0.077110000000000012 0.15024000000000001 0.51224500000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084260000000000015 -0.10241499999999999 -0.089974999999999986 -0.013084999999999998 0.045210000000000007 -0.52333999999999992 0.51367000000000018 -0.27619499999999997 0.089600000000000013 -0.074254999999999988 -0.077894999999999978 0.10581000000000002 0.096300000000000011 0.11898000000000002 -0.055679999999999993 0.089025000000000007 -0.27336999999999995 0.084685000000000024 0.090585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 29 17 -6 11 12 -11 28 -15 16 -16 18 -2 20 21 -20 23 24 25 -22 -27 -24 -12 -8
right_child=6 2 3 4 5 -7 7 -9 -10 10 13 -13 -14 14 15 -17 -18 -19 19 -21 22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0033073025885063272 -0.0037513682335352716 -0.0039344371776500317 0.0027183576320367483 0.00075826596556900956 -0.0036123790406640123 -0.003523068940854677 0.0028756928837303667 -0.0015860501696750673 0.0030846629885483644 0.0015297570543939746 -0.0037681151883707247 -0.00032148407073603972 -0.0036425946982719011 -0.0036320859350029663 -0.0039588442853980277 -0.0026146197590064036 0.0011678173997570743 0.0034617792065219774 -0.00059748546087132659 -0.0037000393624561649 0.0024276964363230324 0.0024866482040314373 -0.0023291210881567471 -0.0026451523942394237 -0.0029596830930882583 -0.001893661901576311 0.0031579897893174507 0.0021246506135270469 0.00056506877092876544 -0.00024398604904625953
leaf_weight=0.69762533693574269 0.3023269115947177 0.39611901825992113 0.75440948602044677 2.4912301591539263 0.44510457786963442 0.63034158680238839 1.6408332388382403 0.479145630262792 0.44182893348624919 0.19478018124937069 0.43981419244664088 1.7317097874765748 1.0610396286356212 0.23496530740521215 0.15534216130617418 0.29783168964786444 3.5814141679148088 0.25317153823561955 1.0190436884295198 0.2750394622562452 0.72055719458148693 1.1399945450539224 0.24150126019958407 1.1022002635872921 0.55281981080770481 0.8867484063375759 0.221438838460017 0.87980070430785395 0.32121820916654542 0.44091862207278598
leaf_count=485 19 46 34 183 447 322 215 12 156 12 111 176 390 36 8 163 293 7 84 34 98 127 21 85 62 130 32 60 17 45
internal_value=0 -0.000552279 -0.000401362 -0.000287942 -0.000483714 -0.000823961 0.0003481 0.00150377 -2.01655e-05 -0.000622931 -0.00045698 -0.0013803 -0.00284035 9.13554e-05 0.000453287 0.00069121 0.000954695 -0.000200793 -0.000327097 -0.000180027 -3.68977e-05 0.00103097 -0.000537556 -0.00108568 -0.000363953 0.000420723 -0.000884237 0.00116542 -0.00193916 0.00221494
internal_weight=0 13.4329 12.7353 12.3392 11.5848 9.09356 10.5974 2.5609 8.03647 8.46322 8.01812 2.98753 1.25582 5.03059 4.26955 4.03459 3.73676 7.59464 7.34147 7.03914 6.7641 2.15904 4.60507 3.48376 2.38156 1.82874 1.10819 1.1213 0.761032 2.08175
internal_count=3910 2723 2238 2192 2158 1975 1187 272 915 1653 1206 578 402 628 500 464 301 759 752 733 699 211 488 407 322 260 162 81 128 260
is_linear=0
shrinkage=0.00360107


Tree=335
num_leaves=31
num_cat=0
split_feature=1 52 0 3 3 11 43 39 48 50 38 47 4 49 51 50 43 51 15 151 484 457 133 123 12 4 52 51 43 43
split_gain=2.46065 0.902382 1.03492 0.881082 1.45064 0.802979 0.795368 0.902425 0.933716 1.07318 0.772075 0.745881 0.76371 0.709585 0.693805 0.707511 0.632722 0.627328 0.576014 0.957893 0.555227 0.793373 0.944016 0.600184 0.55644 0.510398 0.507818 0.585539 0.759504 1.03531
threshold=0.10113500000000002 -0.42985499999999993 -0.017269999999999997 -0.115685 -0.055684999999999991 0.08184000000000001 -0.27619499999999997 0.005105000000000001 0.12675000000000003 0.11551000000000002 0.11976000000000002 0.096475000000000019 -0.048489999999999991 -0.13451999999999997 -0.097124999999999989 0.083215000000000011 -0.073139999999999983 0.13118000000000002 0.079360000000000014 0.088225000000000012 0.085815000000000016 -0.0015249999999999997 -0.0023199999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.48072499999999996 0.091715000000000005 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 26 18 -3 8 9 11 -9 12 -8 -6 -15 20 -13 -10 25 -20 21 -16 -23 24 -24 -1 27 -5 29 -29
right_child=1 2 -4 4 13 -7 7 10 17 -11 -12 16 -14 14 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00060953271349985564 -0.0018093730822391256 -0.0016287525677496902 0.0014871779583866926 -0.00180969116552481 -0.00189374846841042 -0.0013658344323601119 -0.00085174247905085547 0.0014210167789373025 -0.0019010990493844668 -0.0018660288280156953 -0.0013719656946654599 0.00061524279779314383 0.0010328677602864072 -0.0015151066083195857 -0.0017763409649816306 -0.001545117783249594 -0.0011010789212629101 -1.5963184567545786e-05 -0.0018418164176059566 0.0020752511605326767 0.0011240864521642213 -0.0017003714186900273 -0.0011490510969075988 0.0013950460907431476 0.00031020149021411243 0.00099749807044783993 -0.0018190725505107112 -0.00047486805748618376 -0.0012169312665089489 0.002354833139479145
leaf_weight=0.78221369581296984 0.62439886434003966 0.7146943542175056 2.3750347383320287 1.865921414573674 0.77001953218132158 0.98676190222613502 0.78586427355185495 3.0161801537033166 1.1350586405023926 0.67572288983501572 0.35559687763452519 1.2884970614686611 5.7287911260500515 1.0545992800034572 0.77313930448144219 0.87852407572791058 1.4869653098285196 1.1342985602095721 0.756148417945951 0.27311713900417089 1.5419218279421336 0.82780641515273057 0.99392445711418531 1.3602702182251958 5.4169355810154309 3.3790299000684167 2.3047111553605637 4.0766303280834109 4.6565003137802767 0.46271645335945955
leaf_count=19 115 18 162 403 23 67 27 229 36 48 9 36 235 95 18 52 42 30 70 3 27 67 37 43 107 95 563 396 827 11
internal_value=0 0.000310684 0.000381486 -0.000494172 -0.000633989 0.000116579 0.000220592 0.00030528 7.89785e-05 0.000315305 0.00112646 0.000473966 0.000805527 -0.000222165 -0.000121975 2.61217e-06 -0.000304284 -0.000958847 0.000398398 -0.000802417 0.000127197 -3.68143e-05 0.000119588 0.000313456 8.39624e-05 0.000695415 -0.00105354 -0.000894036 -0.000708242 -0.000186424
internal_weight=0 19.3211 18.6967 33.1609 26.9836 6.17727 16.3217 15.607 12.2352 9.96584 3.37178 9.29012 6.51466 13.6171 12.8471 11.7925 2.77546 2.26936 5.19051 1.02927 10.914 9.37208 8.59894 7.77113 6.41086 4.16124 13.3665 11.0618 9.19585 4.53935
internal_count=3910 987 872 2923 2669 254 710 692 454 388 238 340 262 469 446 351 78 66 187 73 299 272 254 187 144 114 2200 1637 1234 407
is_linear=0
shrinkage=0.00179274


Tree=336
num_leaves=31
num_cat=0
split_feature=1 484 150 15 3 3 50 403 150 160 43 12 12 42 156 15 43 3 49 12 13 12 43 52 12 0 43 0 150 42
split_gain=1.35354 0.774091 0.751607 0.841297 0.687445 0.676966 0.647569 0.637291 0.532445 0.484113 0.44043 0.519322 0.589451 0.43523 0.431852 0.430514 0.67725 0.752575 0.484367 0.42705 0.420327 0.407569 0.412335 0.387321 0.385966 0.379225 0.361539 0.368177 0.385876 0.357664
threshold=0.094485000000000013 -0.0043499999999999988 0.077110000000000012 -0.24219999999999997 -0.115685 0.084925000000000014 0.11843500000000001 -1.0000000180025095e-35 0.15024000000000001 -0.082969999999999988 -0.077544999999999989 0.088375000000000023 0.086865000000000012 0.088915000000000008 0.096585000000000018 0.035895000000000003 -0.078644999999999979 -0.032959999999999996 -0.080034999999999981 0.086935000000000012 0.17936000000000002 0.090585000000000013 -0.0086649999999999974 -0.087604999999999988 0.088285000000000016 -0.017269999999999997 -0.27619499999999997 -0.23821499999999998 -0.07718499999999999 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 -1 3 6 13 7 -2 -6 21 -9 15 12 -12 20 25 16 17 18 -11 -14 -3 -4 -23 -7 -21 26 -5 -28 -29 -17
right_child=2 4 8 14 5 23 -8 9 -10 10 11 -13 19 -15 -16 29 -18 -19 -20 24 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.001592964081069892 0.0011311325980129859 0.00081541584596555975 0.0014106565648910059 -0.0017948648568406529 -0.0015672140753556045 -0.0009241668392927845 -0.00096306827230553888 -0.0015579758777493449 -0.00057607759386582981 0.00012506004706384704 -0.00090574534296922204 -0.001728516098018373 0.0021886616320290057 -0.00081951026172059416 -0.0015674077324908896 -0.00051103454395140047 0.0014944305215662157 0.00071206145099177447 -0.0017463093269410449 -0.0017285044398354962 -0.00087822384025345126 -0.0012263844451012907 0.0013037618299007734 0.0002565849455212916 0.0015936111579405872 0.0010109411729119612 -0.0014148404782704303 0.0010261529816222455 -0.00019734582273617094 0.0012514225361362314
leaf_weight=1.5340025732293749 2.5579037501011057 2.7854406321421297 2.7081789619987826 0.41290779784321685 2.0840222905390009 0.99683205550536502 0.51147569762542833 1.1750824279733976 0.64599308930337418 0.54291739407926876 1.9205993496579923 1.2399097163579424 0.36430599493905891 0.82900383067317296 0.65659842232707966 0.48730087094008911 0.46808079862967611 0.77713516051881004 1.5090229338966308 0.24033056385815144 0.49875793152023096 0.38630102225579321 0.35848894529044617 4.1027825488708904 0.17408145195804536 0.75690992642193933 0.62735974788665494 0.83860638597979864 6.605273091117855 1.0455924274865536
leaf_count=485 262 97 215 17 746 50 24 309 12 26 154 317 4 48 91 38 15 29 209 45 38 24 21 79 4 76 24 43 378 30
internal_value=0 -0.000427374 0.000205488 5.01765e-06 -0.000343197 -0.000492983 0.000782159 -0.000712921 0.000839676 -0.000533888 -0.00039666 -0.00081829 -0.000400185 0.000280534 -0.000235983 -5.27926e-05 -0.000398659 -0.000711878 -0.00125117 0.00084671 0.00055821 0.00110454 -8.55189e-06 2.5781e-05 -0.000332988 -0.000141382 -0.000244186 -0.000164857 -5.95099e-05 0.000691144
internal_weight=0 22.7752 17.066 12.967 21.2412 17.128 3.06938 12.0284 4.09896 9.94436 8.76928 3.93923 2.69932 4.1132 9.89766 4.83005 3.29716 2.82908 2.05194 0.778718 3.2842 3.45297 0.74479 5.09961 0.414412 9.24106 8.48415 8.07124 7.44388 1.53289
internal_count=3910 2723 1187 915 2238 2055 286 1926 272 1180 871 524 207 183 629 347 279 264 235 53 135 260 45 129 49 538 462 445 421 68
is_linear=0
shrinkage=0.00169904


Tree=337
num_leaves=31
num_cat=0
split_feature=4 11 151 1213 403 1456 480 475 0 150 12 52 133 1365 1 1374 15 15 124 130 0 9 4 160 43 42 12 43 4 42
split_gain=0.361251 0.425259 0.359054 0.33881 0.362304 0.376347 0.34438 0.33917 0.312088 0.287566 0.28411 0.268846 0.319349 0.260153 0.266941 0.460795 0.349774 0.349122 0.500942 0.479282 0.388718 0.306182 0.298214 0.270722 0.367919 0.341472 0.325292 0.288191 0.538769 0.350075
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 -0.084084999999999979 -1.0000000180025095e-35 0.08456000000000001 -0.086004999999999984 0.15480500000000005 0.081245000000000026 -0.071274999999999991 -0.42985499999999993 -0.26719999999999994 0.085225000000000009 0.094385000000000011 -0.094679999999999986 -0.11739999999999999 -0.073314999999999991 -0.50873999999999986 -0.0015749999999999998 -0.017269999999999997 0.081505000000000008 -0.16401499999999997 0.10150000000000002 -0.11267999999999999 -0.09602999999999999 0.10257000000000001 -0.15426499999999996 -0.49837999999999999 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 11 -1 -5 10 -4 -7 -13 14 15 -14 -17 18 -16 -20 22 23 -19 25 -25 -18 27 -27 -29 -30
right_child=2 -3 9 4 5 6 -8 -9 -10 -11 -12 12 13 -15 17 16 21 20 19 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0033301117484631844 -0.0027430861512434991 -0.0026939430324234678 0.0029296575768235668 -0.0032683376129633182 -0.0022251825822298681 -0.002111105402762538 -0.0032666206457216459 -0.0029684217825893954 0.0035516613155007356 0.0032951425189147341 0.00019823896353667167 -0.003276996039772437 -0.0035246050662732353 -0.0028943156595586904 -0.0028317687409418011 -0.003310832373143462 -0.0026804587184700171 -0.0029255573210521819 -0.0015019698937751465 0.0028976873181458078 0.0031286689002512696 -0.0032658496290423901 0.00017963357932342452 0.0028618614371688873 -0.0033744488803350539 0.0024692944697351283 -0.0018965776983057472 -0.0033309591201517931 0.00091669721410326654 -0.00255635001396273
leaf_weight=0.10199523344635963 0.27360275702085379 0.75330424035200749 0.48827134392922866 0.59333853790305013 0.79059772277834639 0.54792438758888096 0.3207206756924269 0.74915765586775762 0.079949252307415009 0.53418495098594565 2.20856779598398 0.27349568679348379 0.37754446995679636 0.27110668312525277 0.22147494228556786 0.30181509433898668 0.3473276525910628 0.36809929832816202 0.30209092446602959 1.8656641984707669 0.42160632787272234 0.25564382737502533 2.7581188376643695 0.1305319563834928 0.41563631573808457 0.91713625530248677 0.51486403532908287 0.35868005210069931 6.2528488449459783 0.32036583821172815
leaf_count=4 20 160 160 427 319 203 194 576 1 100 192 157 46 33 10 69 78 19 19 170 52 42 140 12 79 29 34 42 450 73
internal_value=0 -0.000304151 0.000821198 -0.000213494 -0.000123923 -3.81858e-05 6.03757e-05 -0.00221366 -0.0024585 0.00112302 0.000692771 0.000122334 0.000195726 0.000253637 0.000306549 -1.16138e-05 0.000123519 0.000852752 0.0018103 0.00228457 0.000207908 0.000232479 -0.00018599 0.000329086 -0.001884 0.00046784 0.000598579 0.000762251 0.000536398 0.000747428
internal_weight=0 20.611 3.50463 19.8577 19.0066 18.3333 17.5427 0.851153 0.673288 3.23102 2.69684 17.222 16.6741 16.4006 16.1294 10.1924 9.81485 5.93705 2.38923 2.16776 3.54782 9.51303 3.12622 9.25739 0.546168 8.71122 8.3639 7.84903 6.93189 6.57321
internal_count=3910 3438 472 3278 2698 2270 1951 580 428 452 352 1757 1554 1397 1364 954 908 410 199 189 211 839 159 797 91 706 628 594 565 523
is_linear=0
shrinkage=0.00324044


Tree=338
num_leaves=31
num_cat=0
split_feature=1 12 3 484 403 40 51 47 4 50 40 1374 0 0 52 52 133 132 16 16 52 52 4 3 48 457 3 475 151 2
split_gain=1.65609 0.819154 0.823854 0.801951 0.772254 0.744449 0.813556 0.671809 1.03173 0.93779 0.619767 0.551967 0.900678 0.624346 0.768828 0.734701 0.829097 0.688136 0.684286 0.621689 0.633014 0.60335 0.85039 0.539472 0.528857 0.570049 0.482865 0.473909 0.467879 0.465677
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.0043499999999999988 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 0.11603500000000001 -0.034289999999999994 0.11515000000000002 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -0.077944999999999987 0.086950000000000013 0.048490000000000012 -0.090054999999999982 0.080815000000000012 -0.50909499999999996 -0.27337499999999998 0.091210000000000013 0.11401500000000002 -0.51381999999999983 0.14320000000000002 0.12862000000000004 -0.070739999999999983 -0.083604999999999985 -0.086424999999999988 -0.086424999999999988 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=3 5 7 -1 23 6 -2 8 10 24 -3 -6 -13 14 15 18 -17 19 -14 -15 -21 22 -22 27 25 -10 -20 -5 -29 -27
right_child=1 2 -4 4 11 -7 -8 -9 9 -11 -12 12 13 17 -16 16 -18 -19 26 20 21 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0017048007582281079 -0.0019078812959739966 0.001870118700399532 0.0014586331559948897 0.001544823394060201 -0.0019910008901307076 -0.0019085931891813894 0.0012762129172836849 -0.0010235592377390867 -0.0008250896790721724 -0.0018764964621927286 -0.0015519864035189938 0.0012387369839434684 0.0012462324196468291 0.0012167240254699408 -0.0018021734946553102 -0.0018501174749364134 0.0014537408336727934 0.0012406852626289462 -0.0015497077776445987 -0.0011134917766521216 -0.00076564124545791686 -0.0012500433643624317 0.0016920787195452947 0.0020083754055318544 -0.00098853770672853729 0.00027606205157930754 -0.00047877532793403065 0.0010165567945251066 -0.0018403151003836919 0.0012608832353651173
leaf_weight=1.6357197774923431 0.28412306867539872 0.19737581070512522 1.2111155916936684 0.1670900168828674 0.58748075901531649 0.29521386977285136 4.2588762328960028 2.222428817767649 0.77173159830272009 0.58796029491350044 1.5969915994210158 1.3456960353069103 0.5910221000667758 0.90360228461213399 1.5013507368857979 0.31909300351981063 1.2012100771535186 1.4133919040905309 1.9941724963719121 2.3525157462572404 0.77888174355030049 0.71298136340919871 1.1681485732551666 0.15992102026939381 0.71374662220478047 2.8265157215064391 4.6704163042595503 0.20630107028409961 2.4503678097389692 3.654049966018647
leaf_count=485 10 11 80 6 46 8 383 106 20 49 238 34 15 15 324 42 42 51 228 210 9 70 48 2 16 110 318 12 766 156
internal_value=0 0.000249951 2.3538e-05 -0.000473064 -0.000383613 0.0008949 0.00107708 -0.000114724 8.04583e-05 0.000343933 -0.00117556 -0.000251788 -0.000197877 -0.000307678 -0.000597408 -0.000391301 0.000760301 9.8574e-05 -0.000632602 -0.000174282 -0.000425037 0.000183833 0.000708903 -0.00124693 0.000507819 0.000655086 -0.000799219 -0.00143129 -0.00161847 0.000831351
internal_weight=0 18.6201 13.7819 24.1594 22.5236 4.83821 4.543 12.5708 10.3484 8.554 1.79437 19.54 18.9525 17.6068 10.2773 8.77591 1.5203 7.32952 7.25561 5.91613 5.01253 2.66001 1.94703 2.98368 7.96604 7.2523 6.66459 2.82376 2.65667 6.48057
internal_count=3910 1187 786 2723 2238 401 393 706 600 351 249 1452 1406 1372 969 645 84 403 561 352 337 127 57 786 302 286 546 784 778 266
is_linear=0
shrinkage=0.00182189


Tree=339
num_leaves=31
num_cat=0
split_feature=1 484 42 50 42 151 2 158 0 52 52 132 131 13 160 4 1348 14 39 42 13 47 15 4 123 130 2 44 1 4
split_gain=0.343348 0.371009 0.371157 0.406512 0.403814 0.422676 0.358909 0.344011 0.339007 0.504401 0.391453 0.315736 0.364961 0.314949 0.314743 0.30206 0.29052 0.335955 0.37908 0.331473 0.328767 0.407061 0.292517 0.300163 0.276132 0.411639 0.308774 0.270419 0.267699 0.267622
threshold=0.087545000000000026 -1.0000000180025095e-35 -1.0000000180025095e-35 0.078570000000000015 0.091955000000000023 -0.090394999999999989 0.14808000000000002 0.085110000000000005 -0.077944999999999987 0.084240000000000023 -0.11051499999999999 0.079995000000000011 0.10340500000000001 0.41346500000000003 -0.082109999999999975 -0.49837999999999999 0.094400000000000012 0.087575000000000014 0.005105000000000001 -0.0060199999999999993 -0.094679999999999986 0.084155000000000021 0.085950000000000013 0.22584000000000001 0.091310000000000016 -0.08075499999999998 0.085455000000000017 0.086480000000000015 0.085110000000000005 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 4 5 -4 11 8 9 10 -7 16 -13 29 28 -10 17 18 20 -20 21 -2 -22 -24 25 26 -3 -21 -12 -6
right_child=6 2 3 -5 13 7 -8 -9 15 -11 14 12 -14 -15 -16 -17 -18 -19 19 27 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030145839273195349 0.0021577215208837572 0.0025190105357511434 -0.0023659424727589069 -0.0030909069523087371 -0.0030856287882905934 -0.0030649178891438036 0.0024233284571775447 -0.0024673994425144061 -0.00068209433749541644 -0.003048854982649154 -0.0030663825011437787 0.0025647832439236163 -0.0024239423784594891 0.0033741135860950152 0.0013136162212599287 0.0020607766569116026 0.0031961282831402425 -0.0030793518798889457 -0.00077968999329314497 0.0023226775724608591 -0.00032134165051747533 -0.0010216378864608298 -0.0030367111804584278 0.0006804880554308353 0.0013737405804129395 -0.0030362812479170866 -0.0024005739358375958 -0.0018721491146076862 0.0013330628883560969 0.00063950450225190223
leaf_weight=0.51307507201272429 0.96189493074779864 0.25526886823354278 0.49332915840204616 0.39460497591062438 0.73753203754313268 0.25264114706078356 0.61789455497637469 0.32817511536995869 0.44209087663330171 0.40703839862544544 0.30594315700000096 0.79681737947976294 0.15747462818399072 0.099872097373008728 2.2442392456869138 1.9387523579062023 0.24204196734353978 0.33368830260587934 0.58430817839689586 1.3212006677640591 6.444789015280544 0.57807769579812884 0.74021059821825452 0.26433965377509594 0.24059368344023813 1.1365541240375012 0.20728601166047156 0.15383801772259165 0.20855053886771202 0.2258884358452633
leaf_count=455 107 29 91 135 281 47 140 67 28 169 51 85 31 1 118 77 17 23 24 249 592 31 305 4 11 669 43 10 3 17
internal_value=0 -0.000531681 -0.000403241 -0.000126819 2.53984e-05 0.000300491 0.000195241 0.000515169 0.00068395 7.97493e-05 0.000502633 8.57923e-05 0.00174156 -0.00168751 0.000829345 0.00155146 -5.0136e-05 -0.000119167 -2.97641e-05 0.00112906 -0.000295238 0.000964248 -0.000555607 -0.00205856 -0.00161709 -0.00206708 0.000314383 0.00188518 -0.00128306 -0.00221222
internal_weight=0 10.4314 9.91836 8.07866 7.68405 6.62076 13.1966 6.12743 5.79926 3.41841 3.01137 12.5787 0.954292 1.06329 2.75873 2.38084 11.6244 11.3823 11.0487 2.05935 8.98931 1.53997 7.44934 1.00455 1.8397 1.59911 0.462555 1.47504 0.514494 0.96342
internal_count=3910 2292 1837 1085 950 651 1618 560 493 388 219 1478 116 299 172 105 1362 1345 1322 283 1039 138 901 309 752 741 72 259 54 298
is_linear=0
shrinkage=0.0029944


Tree=340
num_leaves=31
num_cat=0
split_feature=4 151 12 3 49 15 160 38 124 3 483 1348 3 133 1 0 47 0 43 0 133 16 16 402 128 15 0 150 1 159
split_gain=1.52362 0.98898 0.969238 0.782733 0.850808 0.749842 0.736032 0.712885 0.622937 0.562572 0.710197 0.595882 0.632154 0.733417 0.648846 0.620967 0.560303 0.516521 0.770906 0.653742 0.96141 0.518777 0.649415 0.59288 0.514541 0.456763 0.773794 0.456494 0.657234 0.491619
threshold=0.27020000000000005 -0.27336999999999995 0.084100000000000022 0.10666500000000002 -0.081629999999999994 0.084050000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 -0.085379999999999984 0.31335500000000011 0.083960000000000021 0.084620000000000015 -0.016619999999999996 0.084760000000000016 0.079945000000000016 -0.12329499999999999 0.14097000000000001 -0.070894999999999986 -0.074254999999999988 -0.053834999999999994 -0.029614999999999995 -0.088144999999999987 -0.089864999999999987 -0.50199999999999989 0.11581500000000002 -0.064869999999999983 -0.070604999999999987 0.081245000000000026 0.11774500000000002 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -4 8 -1 10 11 12 13 -10 -15 -14 -17 21 19 25 -21 22 24 -23 -6 26 -19 28 -3 -30
right_child=1 27 3 -5 17 -7 -8 -9 9 -11 -12 -13 15 14 -16 16 -18 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013619614446361307 -0.0017242349105646272 4.8938623351606516e-05 -0.0019432603568401224 0.00056997904154392485 -0.001257523057755894 -0.0012941986689012242 0.00053470931371352008 -0.0011283306011114188 0.0011404418265509339 0.001940932996704894 -0.0016411347194218711 0.0019209177731456754 0.0001683110800941868 -0.0017290866328163919 0.0019285655142665336 -0.001178202442985157 0.00067864425148256497 0.0025198193098288513 -0.001272818839883186 0.0019728568350263209 -0.0018292158880118228 0.0012555135200257386 0.0010230121801417739 -0.0017510407134964786 0.0017458508167031348 0.0017967223833628945 -0.0019256418800777078 0.0019569689054544041 -0.0015676581132622468 0.0017352157736804138
leaf_weight=1.516851954162125 0.57433274528011669 2.8914895360358051 0.51720053108874742 1.8131086025387038 2.9321779905585581 1.5528935664333392 2.7137538264505592 1.6083037108182896 2.9597805085359172 0.56909321248531419 0.88538196112494993 0.63356022862717587 5.6212288714014012 0.69172641413751979 0.23563877400010824 3.1022143318550595 0.72693402785807837 0.22416506719309837 2.3532649007393038 0.3263886864297092 0.92155722831375875 0.24959379620850164 0.66599415009841489 4.9865758978994554 0.22240614879410703 0.99585117551032476 0.38667282136157155 1.1716962989885358 0.17865139432251487 1.9030589528847484
leaf_count=91 20 119 53 30 435 153 71 63 117 49 64 17 128 65 24 174 11 4 326 6 70 23 64 1287 15 37 61 100 7 226
internal_value=0 0.000664711 -0.00031604 -0.000620658 -0.000744047 -2.34656e-05 0.000138044 8.29083e-05 0.000197888 8.34209e-05 1.22668e-05 0.000117047 3.13593e-05 0.000677579 -0.000799696 -0.000234445 -0.000825695 -0.000943841 -0.00046613 0.000198877 -0.000834819 -0.00121854 -0.000685151 -0.00160773 -0.00104578 0.00100177 -0.000294248 0.000887994 0.000636142 0.00145176
internal_weight=0 6.71923 39.4123 19.3087 17.4956 20.1036 3.23095 18.5507 16.9424 15.4256 14.8565 13.9711 13.3375 3.88715 0.927365 9.45038 3.82915 14.2646 5.2079 2.85463 1.24795 9.05675 3.82058 5.23617 3.15458 1.60669 0.610838 6.1449 4.9732 2.08171
internal_count=3910 472 3438 2482 2452 956 124 803 740 649 600 536 519 206 89 313 185 2328 504 178 76 1824 514 1310 450 102 65 452 352 233
is_linear=0
shrinkage=0.00190369


Tree=341
num_leaves=31
num_cat=0
split_feature=1 0 42 42 51 0 131 12 50 14 4 13 43 39 48 51 50 0 1 47 159 454 1373 51 38 160 4 49 3 1375
split_gain=0.323293 0.315138 0.309883 0.331175 0.362753 0.333887 0.406005 0.329495 0.310574 0.326878 0.304219 0.382659 0.300891 0.330928 0.344303 0.433684 0.404695 0.299115 0.346819 0.448148 0.288665 0.289916 0.302914 0.279673 0.321533 0.275801 0.263807 0.257237 0.376472 0.46312
threshold=0.10113500000000002 -0.017269999999999997 0.091955000000000023 -1.0000000180025095e-35 -0.10748999999999999 0.18055000000000002 0.084390000000000007 0.10809500000000001 0.10119500000000002 0.077685000000000018 0.11205000000000001 0.41346500000000003 -0.27619499999999997 0.005105000000000001 0.12675000000000003 0.13118000000000002 0.11551000000000002 -0.053834999999999994 0.12730000000000002 0.11603500000000001 0.10519500000000001 -1.0000000180025095e-35 0.11103 -0.40274499999999996 0.13905500000000001 0.031805000000000007 -0.083329999999999987 -0.084114999999999981 0.097615000000000021 -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 12 3 26 -5 6 7 8 9 20 11 -4 -2 14 16 -16 17 18 19 25 21 -6 27 -15 -25 -14 -1 -23 29 -29
right_child=1 -3 10 4 5 -7 -8 -9 -10 -11 -12 -13 13 23 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00031345424980925473 -0.0032631726355091734 0.0023942799195452273 -0.0036806863767717135 -0.0037002826222232938 -0.0037606395525283773 0.0034944330072431838 -0.0035599071981975987 -0.0039234029280731351 -0.0036985038714161316 -0.0037506549938389096 0.00043662684893219469 0.0040991605063761625 0.00054561177460997338 -0.0037445877265443956 -0.0038874904605493139 0.0005614922177056503 -0.0037609753735207583 -0.00206094073908161 0.0036158172450787944 -0.0030917772446869335 -0.003826186150717407 -0.00061941093415614104 -0.0038191318574860881 0.0031853981785704088 -0.0037886185594089572 0.0034964546467712572 -0.0027521859810292434 -0.0040410560730942749 0.0030827615906676262 0.00096483182078495593
leaf_weight=1.2023677215038335 0.33102052041795094 0.96108482562703823 1.0401797680824518 0.34840164709021237 0.20100728623218422 0.37929600174538869 0.41835764894494865 0.26191860728431571 0.26038279084605243 0.25212877674494016 0.48425203654915083 0.092965289950370678 2.7461863732314669 0.10287286317907263 0.63250889151822753 0.55548763042315841 0.29792467615334306 0.49088434735313136 0.57702518557198335 0.40533398697152723 0.20385690816328939 1.3920734601269851 0.19496742193587113 1.0327427839511072 0.09767407365143288 0.5063764260848983 1.1925988200091513 0.26192541726048979 1.0979882113751953 5.2426328126894299
leaf_count=370 18 230 544 113 44 17 124 13 142 49 40 1 173 8 38 30 48 67 76 38 45 77 11 227 4 30 568 14 46 705
internal_value=0 0.000409552 -0.000484791 -0.000294862 -1.40281e-05 0.000112298 -1.87738e-05 0.000139352 0.000256198 0.000372597 -0.00200078 -0.00304241 0.000164248 0.000316638 -2.85029e-05 -0.00180722 0.000392123 0.000653942 0.000968634 0.000551047 0.000493558 0.00059851 0.000705502 0.00205502 0.00258281 0.00100501 -0.00152785 0.000815845 0.00111845 0.000726635
internal_weight=0 8.73712 14.5273 12.9099 10.5149 10.1665 9.78724 9.36888 9.10696 8.84658 1.6174 1.13315 7.77604 7.44502 6.21173 1.188 5.02373 4.72581 4.23492 3.6579 8.59445 8.39059 8.18959 1.23329 1.13042 3.25256 2.39497 7.99462 6.60255 5.50456
internal_count=3910 987 2923 2338 1400 1287 1270 1146 1133 991 585 545 757 739 500 68 432 384 317 241 942 897 853 239 231 203 938 842 765 719
is_linear=0
shrinkage=0.00367398


Tree=342
num_leaves=31
num_cat=0
split_feature=4 12 151 160 42 484 52 158 133 151 1213 151 475 3 0 50 47 16 1348 51 13 52 3 52 16 159 48 124 42 42
split_gain=2.0888 1.43501 1.02756 0.929786 0.937998 1.07738 0.941347 0.828862 0.847034 0.836451 1.00117 0.796732 0.741225 0.711473 0.704595 0.648002 0.716187 0.65198 0.643514 0.634473 0.599634 0.55898 0.549452 0.631818 0.567036 0.760921 0.851617 0.669111 0.532702 0.935607
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.096329999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.085110000000000005 0.10681500000000001 -0.090064999999999992 -1.0000000180025095e-35 -0.086769999999999986 -0.084944999999999979 -0.016619999999999996 -0.070894999999999986 0.11901000000000002 0.096475000000000019 -0.53943499999999989 0.084620000000000015 -1.0000000180025095e-35 0.17936000000000002 -0.0093349999999999978 0.24227500000000002 -0.0093349999999999978 0.081265000000000018 -1.0000000180025095e-35 0.099240000000000009 0.51367000000000018 -0.089024999999999979 -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 11 -2 -3 28 -6 -7 8 9 -8 12 -1 -11 20 19 16 -4 -18 22 -12 -13 -16 24 -24 25 -15 -27 -26 29 -5
right_child=2 3 15 4 5 6 7 -9 -10 10 14 13 -14 18 21 -17 17 -19 -20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00079231617297248328 -0.0012256074133767704 -0.0012599630264401439 0.0011931992362692529 -0.00076870254855883216 -0.0012642023717789322 -0.0011879510971376109 -0.00098427324841815142 -0.0014339600368866265 -0.0011575620915435653 0.0014625873115231452 -0.0010027424306771325 0.00090841291860326056 -0.0014042626119373589 -0.0014077184987181881 0.0016151513473390447 -0.00067525178981721508 0.0010360737578464368 -0.00083941162065946 0.0010944673277350028 0.00033805551457861868 -0.00031295800198301863 0.00048810678491866677 0.0014193412429744832 -0.00026475085039446363 -0.001392985197972413 -0.00033472125652394391 0.00078388334099715822 0.0006990771886177205 -0.0013970767942683435 0.0019439240140019156
leaf_weight=2.3606272493489113 0.54395608790218819 2.523216261877681 4.0852530116681001 2.2264427646296103 1.691001844243156 1.3804724904475794 1.054632732411849 0.71930556057486761 0.9614231801824652 0.20920376479625702 0.76871873927302647 2.2724362274166263 0.97195028304122277 0.95295742526650506 1.4212332069873812 0.5484823933802544 0.67549137584865093 0.74297064775601007 0.68522987258620638 5.449012212571688 1.1584311397746203 2.0539896418340238 0.73027734551578749 1.0180093748494989 1.7409043344669037 6.1989336668047956 1.6436041789129374 0.35058765998110164 2.2748057525605025 0.27240017871372391
leaf_count=93 20 418 348 311 413 225 81 60 204 4 68 84 206 49 27 18 17 23 26 207 42 35 43 33 112 204 33 6 490 10
internal_value=0 -0.000241537 0.000593328 -0.000466635 -0.000373333 -0.000218794 -0.000100862 9.40601e-06 8.99497e-05 0.000190496 0.000304431 4.08699e-05 -0.000896492 -6.5025e-05 0.000450772 0.000756809 0.000899524 5.37206e-05 -0.000209529 0.000172288 0.000496017 0.000949025 -0.000280246 0.000438712 -0.0003957 -0.000241944 -0.000100289 -0.0010423 -0.000913353 -0.000472998
internal_weight=0 43.0898 6.59615 23.9778 21.4546 16.6809 14.9899 13.6095 12.8902 11.9287 10.8741 19.112 1.18115 16.7514 9.69295 6.0522 5.50372 1.41846 13.3205 6.21773 3.43087 3.47522 12.6353 1.74829 10.887 8.7955 7.84254 2.09149 4.77365 2.49884
internal_count=3910 3484 426 2759 2341 1530 1117 892 832 628 547 725 210 632 337 406 388 40 506 275 126 62 480 76 404 286 237 118 811 321
is_linear=0
shrinkage=0.0013816


Tree=343
num_leaves=31
num_cat=0
split_feature=160 1213 484 150 1 147 11 3 123 133 130 47 38 49 4 150 42 156 3 9 403 1374 1 151 42 12 375 1 133 475
split_gain=0.315686 0.322321 0.339079 0.484604 0.383262 0.32093 0.310976 0.314679 0.32689 0.463056 0.341493 0.336723 0.311354 0.326607 0.375864 0.362281 0.337739 0.333066 0.496454 0.31984 0.327877 0.344183 0.410555 0.345262 0.374669 0.333984 0.309198 0.279105 0.392391 0.273551
threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 0.12811000000000003 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 1.0000000180025095e-35 -0.084614999999999982 1.0000000180025095e-35 0.11603500000000001 0.10386000000000002 -0.085974999999999982 -0.51381999999999983 0.15024000000000001 0.09901500000000002 0.091280000000000014 0.10420500000000001 0.083710000000000021 -0.081784999999999983 -0.094679999999999986 0.085990000000000011 -0.083559999999999982 0.083725000000000008 0.088435000000000014 -0.40343999999999997 0.10521500000000002 0.089725000000000013 -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 29 3 -3 5 -4 7 -7 10 -10 11 12 13 27 -15 16 17 18 19 20 -16 -22 23 -23 25 -25 -6 28 -9 -2
right_child=1 2 4 -5 26 6 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025282379195165827 0.0037175799107788503 -0.00275459670221479 -0.003801162082457166 0.002254647256927349 -0.0035673029439324488 0.0013913245976481341 -0.0019460450478888086 -0.0035332168907173979 -0.0032423179088032447 0.002624015196958695 -0.0036491360882280662 -0.0034587447480566814 -0.0037181630706081691 -0.0038364139387027292 -0.0036387627235764794 -0.0036141977155939487 -0.0032332013085914039 -0.0017895896520461585 0.0026964950404103241 -0.003504423847271097 -0.0023103856659725422 -0.0036714798169338488 0.002022569450890555 0.00020312753345093587 0.0018925814251006183 -0.0038207629357351258 0.002029552544395451 0.00090533054252066 0.00096285414465796526 -0.002925809781967314
leaf_weight=0.70691020789672876 0.091167032718658447 1.1542169957829269 0.29093963711058535 0.32615759898908425 0.13958229916170273 2.3432001667679456 0.97813726414460589 0.90883308905177596 0.21115411771461357 1.1009754973347288 0.37169212973094623 0.38521969559951763 0.29127130843699056 0.27641831513029558 0.2296919152722755 0.27975942357443351 0.29677661073219574 0.65628863024176176 1.62482657819055 0.25727711152285326 0.44285974523518934 0.28950122144306556 2.7718258315289859 1.140257473714801 1.3278069757798219 0.35652413728530508 1.8876713899662707 0.51268013997469086 0.35560307500418276 0.77878185050213389
leaf_count=305 4 560 30 24 6 181 115 71 24 177 278 51 16 18 176 7 195 103 88 42 42 67 183 62 133 51 296 29 20 556
internal_value=0 -6.48089e-05 2.39944e-05 -0.00165096 0.000149689 -2.1487e-05 4.16805e-05 0.000160014 -4.47962e-05 0.00167998 -0.000221947 -0.000119245 -1.2204e-05 7.98439e-05 0.000335774 0.000454995 0.000576183 0.00070046 0.000894072 0.000464386 0.000620076 0.000774643 0.00100676 0.000102601 0.000489419 -0.000755338 0.00164419 -0.00135307 -0.00226877 -0.00222961
internal_weight=0 22.0771 21.2071 1.48037 19.7268 17.6995 17.4086 16.4304 14.0872 1.31213 12.7751 12.4034 12.0182 11.7269 9.94981 9.6734 9.39364 9.09686 8.44057 6.81574 6.55847 6.32878 5.88592 3.11409 2.82459 1.49678 2.02725 1.77712 1.26444 0.869949
internal_count=3910 3605 3045 584 2461 2159 2129 2014 1833 201 1632 1354 1303 1287 1167 1149 1142 947 844 756 714 538 496 313 246 113 302 120 91 560
is_linear=0
shrinkage=0.00362869


Tree=344
num_leaves=31
num_cat=0
split_feature=4 11 48 43 15 1 48 1348 52 13 43 39 130 453 3 1 48 15 40 2 3 13 3 43 151 48 15 15 13 0
split_gain=0.321839 0.365658 0.322378 0.423742 0.408613 0.538252 0.347742 0.335256 0.325779 0.410242 0.35671 0.435079 0.415348 0.305658 0.29827 0.300013 0.294879 0.302416 0.278221 0.276673 0.273944 0.256467 0.401168 0.339484 0.253335 0.322688 0.342741 0.325271 0.248961 0.379566
threshold=0.27020000000000005 0.08184000000000001 0.016865000000000002 -0.053009999999999995 -0.0063699999999999989 0.095575000000000007 0.084500000000000006 0.084620000000000015 0.11401500000000002 -0.094679999999999986 -0.083684999999999996 0.005105000000000001 -0.081624999999999989 1.0000000180025095e-35 -0.13927999999999999 0.088965000000000002 -0.36174999999999996 0.079360000000000014 -1.0000000180025095e-35 0.084290000000000018 0.076695000000000013 0.25430000000000003 -0.077894999999999978 -0.074254999999999988 -0.086834999999999982 0.091555000000000011 -0.074174999999999977 -0.095799999999999982 -0.083354999999999985 -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 4 -4 5 -1 -5 8 9 -6 28 12 -12 -2 -8 -16 -14 19 -7 20 -18 22 -20 -24 -17 -26 27 -27 -11 -30
right_child=13 -3 3 6 7 18 14 -9 -10 10 11 -13 16 -15 15 24 17 -19 21 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0032374874599654093 0.0011803098645006547 -0.0026468211370903796 0.001723113614486135 0.0029908234959551594 0.0013133759763205813 -0.0029886301805684959 0.0030958428584242832 0.0029789005223593663 -0.0024861512190460372 0.0037157150255841187 0.0020777271993489533 0.0033245782839045057 0.0036228606850021309 -0.002208452504244385 -0.002112917378832891 0.0022903856131598062 -0.0021450703279584445 -0.0033682177303140568 -0.0034142512232909449 -0.0028130163457648185 0.0019177312230393914 0.0027434117824841953 0.0021813119035949454 -0.0016520541569233895 -0.002912167151394775 -0.0011570208251798679 -0.0014770837632490084 0.0027456504524162656 -0.0021643472714839109 0.0010161641591010173
leaf_weight=1.2363598744559632 2.9152418025187212 0.69575844949576904 1.8763030982227062 0.35527064523193885 1.7786402326019066 0.39891597419045899 0.24801708589075078 0.36401851731352497 0.66813216435548373 0.23507083917502347 0.3091070056834776 0.21469170204363752 0.099326772615319192 0.32464918342884619 1.1020707122661413 0.4232094633043747 0.31128604803232496 1.2446177636738864 0.38514012104133133 0.5809739253600128 0.43904347904026508 0.32288464903831471 0.59417100815335278 0.44228518177987997 0.48127533966908265 0.35822691814973984 0.81296999665209968 0.6779670912073924 0.57484988568467144 1.4519791183702231
leaf_count=750 449 160 315 23 131 17 13 33 271 7 49 15 2 23 166 21 41 771 74 70 9 4 37 49 33 28 47 31 157 114
internal_value=0 -0.00029031 -0.000199156 0.000402315 -0.000526197 -0.00149676 -0.000153463 -0.000129634 -0.00027273 -6.84563e-05 -0.000518522 -0.00123048 -0.00155816 0.000840743 -0.000425672 -0.000652191 -0.00197826 -0.00219424 -0.000492666 -0.00109671 0.000232214 7.80941e-05 -0.000527275 0.000545506 -6.75763e-05 -0.000495784 0.00013312 0.00139644 0.000488408 0.000114106
internal_weight=0 18.6826 17.9868 6.33531 11.6515 3.37976 4.45901 8.27174 7.90772 7.23959 5.46095 3.19905 2.98435 3.23989 4.10374 3.85572 2.67525 2.57592 2.1434 1.3313 0.75033 1.74448 1.4216 1.03646 2.75365 2.33044 1.84916 1.03619 2.2619 2.02683
internal_count=3910 3438 3278 677 2601 931 362 1670 1637 1366 1235 957 942 472 339 326 893 891 181 120 50 164 160 86 160 139 106 59 278 271
is_linear=0
shrinkage=0.00331285


Tree=345
num_leaves=31
num_cat=0
split_feature=1 39 484 3 3 3 150 51 1374 0 15 43 4 49 484 49 453 4 46 15 0 42 44 160 403 132 12 42 1186 42
split_gain=1.45097 0.920545 0.860464 0.883266 0.856361 0.842861 0.853972 0.773618 0.54116 0.699193 0.574442 0.526583 0.524402 0.518599 0.495505 0.470948 0.469693 0.557484 0.557802 0.455232 0.703445 0.44025 0.48584 0.430239 0.500023 0.544354 0.471393 0.441264 0.574888 0.554478
threshold=0.094485000000000013 0.084155000000000021 -0.0043499999999999988 -0.115685 -0.069909999999999986 0.31335500000000011 0.081245000000000026 -0.40274499999999996 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 -0.091614999999999988 0.51224500000000017 -0.0090499999999999973 -1.0000000180025095e-35 -0.081629999999999994 1.0000000180025095e-35 -0.032604999999999995 0.13643000000000002 0.079360000000000014 0.10302000000000001 -0.0060199999999999993 0.086480000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093105000000000007 0.092365000000000017 0.083725000000000008 0.085080000000000003 0.084175000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 -1 19 23 6 12 -3 -6 -10 13 -12 14 15 -2 -11 17 18 -16 -4 -21 -9 -23 -5 -25 26 27 28 -26 -29
right_child=1 7 3 4 8 -7 -8 21 9 10 11 -13 -14 -15 16 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.001379781149124843 -0.0013672480564385847 -0.0015381494163636271 0.00052666788598407937 -0.0014823984254205293 -0.0016845268855815918 0.0012309466237004178 0.000556587399687822 3.2878920449420601e-05 0.00099352405796619843 -0.00094504583445941795 0.0013431531242378667 -9.6598125721787824e-05 0.0012179010601420356 -0.0012988119563665827 -0.0010654358776138906 0.00091822194986367664 -0.0014244748628400342 4.8249368792001662e-05 0.0011711659234251819 -0.0015151249016086045 0.0014932948208963655 0.0014240715219538632 -0.00079146926927383928 -0.0013328250967531102 -0.0013379373422579023 0.0010997672330899828 -0.0015099468621727601 0.001486544926036022 0.00080752961339042978 -0.00028507779027901769
leaf_weight=1.7402624665410282 0.97825786296743622 0.28746342193335328 3.4834157293662456 1.5137513010995496 0.46016503497958083 1.1049397697206575 3.2636368242092422 0.84241125639528114 1.2045496467035253 0.58412251970730722 0.63507228484377254 4.1094914666609803 0.47044610697776157 1.5811139949364585 2.014566853409629 0.59082756750285559 0.70247917575761754 6.4313735458999917 0.27432753611356009 0.60659442888572801 0.23291934281587601 2.6259882769081733 0.23336249962449063 1.6792967047076741 1.4362614987185169 0.46795881551224727 0.92741000652313221 0.45754245598800514 0.33316695666871954 2.3332415890181437
leaf_count=485 95 10 112 405 11 120 128 24 34 28 17 182 35 166 233 15 23 207 5 67 4 297 10 592 174 29 174 10 17 201
internal_value=0 0.000157938 -0.000382684 -0.00030603 -0.00044725 -6.78518e-06 -0.000103539 0.000787228 -0.000129342 -4.71331e-05 -0.000214256 9.61164e-05 -0.00030171 -0.000748561 -0.000370443 -8.09542e-06 -0.000266956 -0.00017371 -0.000797376 0.000292245 -0.000680452 0.000967808 0.00124325 -0.00076574 -0.000623649 -0.000423683 -0.000553596 -0.000359102 -0.000933966 5.37557e-06
internal_weight=0 19.2293 24.3772 22.6369 18.314 15.24 14.1351 3.98923 9.16534 8.70518 7.50063 4.74456 10.8715 2.75606 10.401 1.17495 9.42275 8.72027 2.28889 4.32293 0.839514 3.70176 2.85935 9.14863 7.63488 5.95558 5.48762 4.56021 1.76943 2.79078
internal_count=3910 1187 2723 2238 2055 846 726 341 453 442 408 199 598 209 563 43 468 445 238 183 71 331 307 1602 1197 605 576 402 191 211
is_linear=0
shrinkage=0.0014715


Tree=346
num_leaves=31
num_cat=0
split_feature=4 1348 14 484 150 401 160 1425 1 0 133 151 48 159 49 16 4 2 42 51 13 42 150 401 157 403 52 52 131 43
split_gain=0.314602 0.328351 0.414431 0.379684 0.34875 0.308482 0.282072 0.27939 0.310617 0.569754 0.364422 0.31359 0.451721 0.315843 0.408293 0.334238 0.307289 0.267437 0.252977 0.305145 0.294551 0.358518 0.246482 0.244532 0.243876 0.258351 0.244797 0.341965 0.266357 0.241705
threshold=0.51224500000000017 0.093505000000000019 0.077685000000000018 -0.0043499999999999988 0.094545000000000018 0.10072000000000002 -0.40446999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 -0.082774999999999987 0.11462500000000002 0.073745000000000019 0.10581000000000002 0.081265000000000018 0.0021050000000000005 1.0000000180025095e-35 -0.089744999999999978 -0.031524999999999991 -0.5337599999999999 0.091955000000000023 0.15024000000000001 0.082755000000000009 0.073520000000000016 -1.0000000180025095e-35 0.10898500000000001 0.06136500000000001 0.097135000000000013 -0.24333999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 23 8 9 10 17 12 -10 14 22 -15 -12 -8 -11 -20 -21 -22 24 -5 25 -13 27 28 -27 -23
right_child=-2 -3 -4 5 -6 -7 7 -9 11 18 16 13 -14 15 -16 -17 -18 -19 19 20 21 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0029280574308997932 0.0028110893808164458 0.0034241505515947082 -0.0030504235563560242 -0.0031404843941621407 0.0016862509486749826 -0.003369398354319212 0.0037065044860064046 -0.0038359092061333515 0.0026845654986662275 -0.0025549011198968247 -0.0034748845202039885 -0.0030107872455412289 -0.0018497965201365574 0.0028075440048873691 0.0026174412772789926 -0.0020040745164860443 0.00056422324828325993 -0.0035333354999150732 -0.0034937422630504839 -0.0026746502047387852 0.0015454297625253793 0.00068773979842450092 -0.0040114016426560659 0.0028586611001206424 -0.0035191449171637413 -6.3015779119319725e-05 -0.0015918986391413037 0.003388900796390351 0.0027017845466262395 -0.003544925034141614
leaf_weight=0.98338040527597914 0.42566186311887477 0.29588699340820213 0.60521792928920959 0.53770615620306728 0.24330142675898969 0.3241140421887384 0.06423442810775748 0.21158296952489664 1.4260159339755762 0.33911602973240818 0.29883242523646891 0.32224093971308043 0.32040215173037712 0.9529674072691694 0.65958753990707908 0.20975094757159241 0.89915217593079433 1.1222871513455173 0.21094745413576177 0.27472771704198917 2.9327411378325743 0.34280648815911263 0.19827984552830447 0.095238134585088119 0.24169748811982561 4.9332449050853038 0.83684637479018409 0.42380492732627306 0.45302950480254356 0.30234710499644268
leaf_count=556 168 30 125 270 21 173 1 72 171 149 150 177 28 120 48 41 76 409 87 4 283 8 5 16 58 427 51 28 31 127
internal_value=0 -0.00018538 -0.000236812 -0.000152347 -0.00201285 -3.18081e-05 2.63211e-05 0.000106039 0.000152988 -0.000427321 -0.00178587 0.000511771 0.00185268 0.000258096 1.57966e-05 0.00193954 -0.000443316 -0.00314139 0.000308472 0.000547428 0.000768699 0.0010331 -0.000215811 -0.0022378 -0.000111442 6.74043e-06 0.000153029 0.000404357 0.000169526 -0.00129587
internal_weight=0 21.0615 20.7656 20.1604 1.22668 18.9337 18.6096 17.9766 17.7651 6.78719 2.38451 10.9779 1.74642 9.23145 8.06873 1.16272 1.19798 1.18652 4.40269 4.06357 3.85262 3.57789 7.40914 0.632944 7.21086 6.96917 6.64693 5.81008 5.38627 0.645154
internal_count=3910 3742 3712 3587 577 3010 2837 2551 2479 1294 636 1185 199 986 825 161 226 410 658 509 422 418 777 286 772 714 537 486 458 135
is_linear=0
shrinkage=0.00345078


Tree=347
num_leaves=31
num_cat=0
split_feature=1455 1213 4 480 1429 1365 42 42 14 123 133 1374 133 13 160 150 402 3 52 11 4 47 15 158 151 2 151 4 2 1
split_gain=0.294646 0.269546 0.282343 0.279398 0.2717 0.273611 0.308903 0.299878 0.267054 0.330935 0.281525 0.279384 0.255769 0.381206 0.272221 0.31875 0.301432 0.263293 0.263393 0.267703 0.307398 0.473742 0.374409 0.35686 0.277684 0.273063 0.296183 0.331235 0.26884 0.251157
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51224500000000017 0.086640000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082904999999999993 0.078275000000000025 1.0000000180025095e-35 -0.088724999999999984 0.086000000000000007 0.093845000000000026 -0.45122499999999993 -0.091109999999999983 -0.22988499999999998 0.076115000000000002 -0.16059999999999997 -0.42985499999999993 0.088315000000000018 0.25367000000000006 0.12339500000000002 -0.095799999999999982 0.091215000000000018 -0.079329999999999984 -0.074699999999999989 -0.083559999999999982 -0.49837999999999999 0.10488500000000002 0.10521500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -11 12 14 -14 15 -8 -17 -16 -19 20 22 -22 24 25 -20 -24 -27 -28 -29 -30
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 -12 -13 13 -15 17 16 -18 18 19 -21 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.0030392343953989484 -0.0019454899720411697 -0.0024302896959268747 0.0027435673355633294 -0.0027396801019374107 -0.00020898701610250244 -0.0022674726980923604 0.0019538129830215913 -0.0025394927113472896 -0.0018776094902683063 -0.0032807373239093452 0.0027526375407999596 -0.0019681711859835774 0.0015792229985724581 -0.0024915284259749192 0.0024620014930667512 -0.0031712519857491042 0.0018838126782020092 -0.0032409462347972448 0.0010831100805585787 -0.0018397041781740957 0.0032095802220685672 -0.0018507739314676862 -0.0028699835098846952 -0.0025269142961531509 -0.0023256326622832762 -0.0013227728019034875 -0.0029914888623443037 0.0018333341982180789 -0.0016508305938235739 0.0011395224213569958
leaf_weight=0.35078370316478213 0.75855790918286103 0.46078740367376525 0.38498741865623642 0.39065238523471535 2.2918213572847894 0.50355442849104193 0.26741176843643188 0.76415960134182981 0.5459958962164827 0.088118645246140659 0.90152612476958971 0.5480237588053577 0.35938493948196992 0.71144937332428593 0.7903919541277088 0.60019629805175145 0.15381186711601913 0.18864782922902357 0.36646226770244539 0.44416206737514663 0.98590295962640062 0.23846738657448441 0.18958311749157442 0.32359279782394867 0.76762934357976476 0.50085188621597332 0.18421557563124924 4.0704343483083898 0.49005207256413985 1.056890233652666
leaf_count=189 568 167 167 221 373 73 5 356 84 12 199 73 10 267 90 155 17 95 35 28 98 12 35 55 69 94 21 244 18 80
internal_value=0 -6.11931e-05 1.18477e-05 -4.29723e-05 1.30829e-05 7.44963e-05 0.000140641 -0.000791739 0.000333513 0.000418369 0.00221542 0.000284021 0.000381286 -0.00112534 0.000520144 -0.00106827 -0.00214006 0.000673243 0.000529077 0.00060302 0.000721284 0.00222399 0.000489846 0.000775049 -0.00122416 0.000939634 0.00105423 0.00125944 0.00139884 0.000255573
internal_weight=0 20.3277 19.5692 19.1842 18.7935 18.3327 17.8292 3.05598 14.7732 14.2272 0.989645 13.2376 12.6895 1.07083 11.6187 1.02142 0.754008 10.5973 9.80689 9.61824 9.17408 1.22437 7.94971 6.81562 1.13409 6.49203 6.30244 5.80159 5.61738 1.54694
internal_count=3910 3721 3153 2986 2765 2598 2525 729 1796 1712 211 1501 1428 277 1151 177 172 974 884 789 761 110 651 547 104 492 457 363 342 98
is_linear=0
shrinkage=0.0032217


Tree=348
num_leaves=31
num_cat=0
split_feature=1 12 3 51 40 0 3 4 47 4 50 52 42 151 2 0 4 48 457 51 49 0 12 12 1212 1 2 14 0 132
split_gain=2.39953 1.20736 1.13747 0.943596 1.01613 0.899322 1.15795 0.929646 0.861435 1.39436 1.4393 0.857523 0.854626 0.839721 0.693796 0.67751 0.65886 0.606266 0.619646 0.608073 0.554427 0.483583 0.43664 0.965284 0.485219 0.438488 0.943452 0.767706 0.432143 0.581284
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.40274499999999996 0.34489500000000001 -0.060094999999999989 0.084925000000000014 -0.49837999999999999 0.11603500000000001 -0.17479499999999998 0.11515000000000002 0.10433000000000002 0.091590000000000019 -0.40391999999999995 0.090310000000000015 -1.0000000180025095e-35 0.39574000000000004 0.12862000000000004 -0.070739999999999983 -0.07742499999999998 -0.082494999999999985 0.047345000000000005 0.086935000000000012 0.086765000000000023 -0.5172699999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.073890000000000011 -0.07773999999999999 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=5 3 8 -2 -5 6 16 11 9 -3 13 -7 21 -11 15 -15 22 18 -16 -20 -8 -9 23 25 -24 -1 -27 -28 -26 -30
right_child=1 2 -4 4 -6 7 20 12 -10 10 -12 -13 -14 14 17 -17 -18 -19 19 -21 -22 -23 24 -25 28 26 27 -29 29 -31
leaf_value=-0.001091553989105491 -0.0016561932687752636 -0.0016166348309602746 0.0013503513240930153 0.0011908014278751323 -0.001636609960373547 -0.0016538634607004726 -0.0010437719624212126 -6.3437157457646228e-05 -0.00093267936162376626 -0.0016535854390830613 -0.0016231362681879485 0.00034595522155803408 -0.0013751048157713626 -0.00024201676779158921 -0.0002899760512711142 0.0016068045977915306 0.0016499445002306776 -0.00037537272522884297 -4.9705271354733435e-05 0.0015515520192530747 0.00032119754332483955 0.0010367388155041162 0.00096429215178296191 0.0014319666862875717 -0.0014722709571098993 -0.0014813853675992839 0.00086013493186510713 -0.0012685745745039084 -0.001109613933079648 0.00091099170838920829
leaf_weight=4.3507979710120726 0.34074996877461661 1.0934365296270723 1.4146042275242496 4.9539341505151269 0.32808615453541268 1.2615437945351007 0.89443897316232313 1.5028640734963108 2.5509323442820451 0.46399418450892049 0.93621084012556899 0.8819826078834011 0.57653623295482237 3.5959737605880937 0.70908712642267335 0.55372577742673001 0.25413396395742971 0.8439614875242113 0.68908219272270788 3.4412514592986554 3.702083005802705 2.7135772053152323 0.25113778072409587 0.51489832426886994 5.006588382530027 1.1253317018272357 1.52222719299607 0.56139847519807506 1.3153043371858046 0.46704810543451447
leaf_count=692 10 115 80 383 8 80 24 67 106 10 74 19 76 180 13 26 7 19 20 143 79 54 26 25 998 97 42 55 340 42
internal_value=0 0.000231639 1.70956e-05 0.00085329 0.00101518 -0.000461899 -0.000629579 2.07368e-05 -0.000109674 6.06418e-05 0.000223906 -0.000831011 0.000401658 0.000391839 0.000488357 4.68544e-06 -0.000834499 0.000841508 0.00105372 0.00128441 5.55876e-05 0.000644604 -0.000876271 -0.000629342 -0.00115949 -0.000769739 -0.000333412 0.000286589 -0.00123805 -0.000580134
internal_weight=0 21.915 16.2923 5.62277 5.28202 26.9019 19.9654 6.9365 14.8777 12.3267 11.2333 2.14353 4.79298 10.2971 9.83308 4.1497 15.3689 5.68338 4.83942 4.13033 4.59652 4.21644 15.1147 8.07465 7.04008 7.55976 3.20896 2.08363 6.78894 1.78235
internal_count=3910 1187 786 401 391 2723 2427 296 706 600 485 99 197 411 401 206 2324 195 176 163 103 121 2317 911 1406 886 194 97 1380 382
is_linear=0
shrinkage=0.00155591


Tree=349
num_leaves=31
num_cat=0
split_feature=4 12 13 48 15 132 151 38 3 124 11 42 43 48 15 1348 52 457 50 47 1348 133 52 1375 48 13 15 0 14 4
split_gain=2.08539 1.34043 0.907608 1.12168 0.950508 0.875969 0.872661 0.794043 0.709773 0.786766 0.655769 0.640946 0.627444 0.612309 0.606719 0.638132 0.615015 0.706492 0.54976 0.706384 0.53313 0.51634 0.603222 0.664859 0.551434 0.493592 0.674938 0.596067 0.483068 0.458668
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 0.08346000000000002 -0.09547499999999999 0.080815000000000012 -0.27336999999999995 1.0000000180025095e-35 0.31335500000000011 -0.085379999999999984 0.077165000000000025 -1.0000000180025095e-35 -0.11046999999999998 -0.36174999999999996 0.17176000000000005 0.084620000000000015 -0.087094999999999992 -0.066264999999999991 0.11901000000000002 0.096475000000000019 0.084895000000000012 -0.069944999999999993 0.18936500000000003 -0.43271999999999994 0.095090000000000022 0.16421000000000002 0.088345000000000021 -0.10303999999999998 -0.46879999999999994 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 10 12 -5 7 -2 8 9 -1 -3 -6 25 -14 15 16 -11 -18 19 28 -15 -19 23 -23 -25 26 29 -27 -8 -4
right_child=6 2 3 4 11 -7 18 -9 -10 14 -12 -13 13 20 -16 -17 17 21 -20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00088715513521683072 -0.0012298504401661477 0.00015630046058124434 0.00059597385886365876 -0.0014849125238361144 -0.0015050425572702712 0.00097775593591483442 0.00021245741906918681 -0.0012261604127643409 0.0014951065902461059 -0.00087714842768603818 -0.00148791675797971 0.00078545608208377025 0.0018192525983882742 -0.0011474545168213988 -0.0015474015150627183 0.0013078845292436407 -0.0013064964104452022 -0.0010982284797675338 -0.00059270640842077303 2.0910500136322129e-05 0.00098237901946893061 -0.00084490155358259915 -0.00098125702134255828 0.00025282066118545714 0.0012738505770598905 0.00047369372558129786 0.0010876918689053192 -0.0015713801069964922 0.0015041859286442686 -0.0014863134474462081
leaf_weight=1.5985857455525536 0.51041515870019782 4.8846079371869591 0.37047912646085024 0.64898110926151309 0.29823489009868431 1.7496712638530869 0.77964417007751796 1.2667593986261625 0.63581118942238468 2.3412388255819687 0.58240293327253301 2.1617794418707477 0.15692244470119909 10.306473024538709 0.68022786313667971 0.63133298326283771 0.86519276350736163 0.73406342812813186 0.57394444663077582 1.3846721402369437 0.25844511203467924 0.92401902191340113 0.85538390511646856 5.0366579175461235 1.4647021032869814 0.43585411272943009 0.9000944453291595 1.0241276668384669 3.0533931013196698 0.5856594870565488
leaf_count=90 20 205 12 135 38 65 42 58 47 121 65 112 1 1923 26 16 22 34 18 40 15 14 47 138 47 12 42 99 306 100
internal_value=0 -0.000298316 -0.000538513 -0.000704195 9.18131e-05 -9.13577e-06 0.000606079 -0.000110506 -2.08727e-05 -8.45731e-05 -1.88587e-05 0.000507772 -0.000880487 -0.0010527 -0.00019936 -0.000128014 -0.000202191 -4.22483e-05 0.000767878 0.000917542 -0.00109535 7.90871e-05 0.000183452 0.000317624 0.00048285 -0.000323708 0.000177428 -0.000960856 0.00124145 -0.000679481
internal_weight=0 41.3977 22.6141 17.1471 3.109 18.7836 6.30207 17.034 15.7672 15.1314 5.46701 2.46001 14.0381 10.7218 13.5328 12.8526 12.2213 9.88002 5.79165 5.21771 10.5649 9.01483 8.28076 7.42538 6.50136 3.31621 1.85623 1.45998 3.83304 0.956139
internal_count=3910 3484 2759 2489 285 725 426 660 602 555 270 150 2204 1939 465 439 423 302 406 388 1938 280 246 199 185 265 154 111 348 112
is_linear=0
shrinkage=0.00146466


Tree=350
num_leaves=31
num_cat=0
split_feature=4 31 12 48 50 13 1348 12 12 15 132 49 40 3 3 481 52 52 42 376 457 160 1375 133 2 0 51 124 43 43
split_gain=1.77493 0.991661 0.964605 0.912779 0.988689 0.84651 0.811207 0.783839 0.826977 1.04364 1.02573 0.630721 0.588422 0.588196 0.546365 0.508161 0.500355 0.487385 0.666646 0.710111 0.528314 0.562837 0.643122 0.808655 0.938815 0.755515 0.475286 0.473528 0.455015 0.556634
threshold=0.28937500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11930500000000001 0.11901000000000002 -0.23438999999999996 0.093505000000000019 0.086935000000000012 0.086765000000000023 0.084565000000000015 0.082150000000000015 -0.22390499999999999 0.057150000000000006 0.31335500000000011 0.11818000000000002 -0.0079799999999999992 0.12461500000000002 -0.092854999999999979 -0.0060199999999999993 0.048695000000000009 -0.0015249999999999997 -0.090764999999999985 -0.43271999999999994 0.087330000000000019 0.083585000000000007 -0.11756999999999999 -0.031524999999999991 -0.061329999999999989 -0.074254999999999988 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 12 7 8 9 10 15 -9 13 -3 16 -7 -4 27 -19 20 -20 -22 -23 24 25 -24 -26 -17 29 -13
right_child=2 5 3 -5 -6 6 -8 11 -10 -11 -12 28 -14 -15 -16 17 -18 18 19 -21 21 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0012769180882217681 0.0015014193334250611 -8.3756177738521345e-05 0.0012787211078708308 -0.001306667760283316 -0.0015756794569631593 -0.0015591022004156341 0.0013659653950138066 -3.8497883866856774e-05 0.0012735338217271901 -0.0014652425547293673 0.00077942868697987986 -0.00096834742200316857 -0.0012403901247299929 0.0015099671217732699 -0.00032566845782424362 0.00030470667473361899 -0.00060620004089798681 -0.0011511254109167128 -0.0010521335711611004 0.001048611056838349 -0.0012322722096743675 -0.0011712497641506549 0.00060114636592580343 -0.0014799384555409802 -0.00067389332904400586 -0.0012529501520060556 0.00075362243418708875 -0.0012739148662769828 -0.001372274110577729 0.0005532448981512483
leaf_weight=0.56958119827322562 1.0251968675293026 2.8362150955945249 1.8914044117555024 1.0463849096558986 0.55539523717015971 1.1623990875668955 0.39263524673879047 1.3349391608499015 0.50489081756677379 2.967867510393261 1.2428311589173962 8.0073521190788579 0.75715438369661558 0.61963285389356304 1.0437484274152664 0.48568551475182209 0.36970143648795772 2.3925798176787891 2.1612506692763498 0.80503882095217782 1.1148879183456379 1.0992580200545576 0.73644119594246182 0.69466606387868512 0.58626210386865452 1.4002423679921259 4.052720117731945 2.961984166526249 7.2556416869629201 0.56522093468810908
leaf_count=59 201 62 126 29 13 112 16 36 23 315 63 720 15 56 44 24 13 124 101 58 53 16 13 43 34 64 115 198 1137 27
internal_value=0 -0.000666431 0.000194105 -7.90465e-05 0.000253721 -0.000690422 -0.000754052 -0.000774094 -0.000603245 -0.000642952 -0.000526163 -0.00101667 -5.72257e-05 0.000201998 0.000561159 -0.000608725 0.000970528 -0.000548982 -0.000433807 -0.000298144 -0.00038967 -0.00024183 -0.000112975 4.27497e-05 0.000198861 -0.000613907 0.000573217 -0.00105153 -0.00109917 -0.000868023
internal_weight=0 46.7074 5.93183 4.90663 3.86025 46.1378 41.9248 41.5322 24.369 23.8641 20.8962 17.1632 4.213 3.45585 3.30485 19.6534 2.26111 18.491 15.0433 12.6508 11.8457 9.68448 8.56959 7.47033 6.77567 2.13668 4.63898 3.44767 15.8282 8.57257
internal_count=3910 3484 426 225 196 3425 3292 3276 1356 1333 1018 1920 133 118 183 955 139 843 621 497 439 338 285 269 226 77 149 222 1884 747
is_linear=0
shrinkage=0.00148187


Tree=351
num_leaves=31
num_cat=0
split_feature=4 12 3 151 51 47 3 457 1 13 457 16 16 14 42 1 16 4 4 0 160 0 3 147 52 48 4 4 0 49
split_gain=1.46482 1.104 1.02669 0.81853 0.624323 0.62487 0.623991 0.564884 0.553004 0.551999 0.530563 0.514729 0.504484 0.500883 0.445647 0.767292 0.441789 0.478244 0.654723 0.441374 0.421523 0.420375 0.462862 0.419451 0.517391 0.674455 0.545877 0.554232 0.521788 0.433143
threshold=0.28937500000000005 0.080120000000000011 0.097615000000000021 -0.27336999999999995 0.13741000000000003 0.096475000000000019 -0.015794999999999997 0.084715000000000013 0.13026000000000001 0.28269500000000009 0.090920000000000015 -0.53943499999999989 0.10994000000000002 -0.46879999999999994 0.078965000000000021 0.089825000000000002 -0.17157499999999998 -0.083329999999999987 -0.08422499999999998 -0.035699999999999989 -1.0000000180025095e-35 -0.11756999999999999 -0.10942499999999998 0.088565000000000019 0.18936500000000003 0.095090000000000022 -1.0000000180025095e-35 0.0057500000000000008 -0.13870499999999999 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 13 9 8 16 14 -9 -7 23 -5 -1 -16 20 18 -18 -19 -3 -22 -23 24 25 26 -8 -28 -29 -27
right_child=3 2 -4 4 -6 11 12 10 -10 -11 -12 -13 -14 -15 15 -17 17 19 -20 -21 21 22 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.0012753880021039621 -0.0014517761160621437 -0.0017644522276725311 0.00072920847326985458 0.00019691294407449381 -0.0012833587136349268 0.0011539514644604825 0.00021238275903630432 0.0011478886637101985 0.00069903054515092062 -0.0010167213462116001 -0.0009380252538108237 -0.00099172128092108445 -0.00086439978994333098 0.0017540903614898457 -0.0015965118808156178 0.0017596653533023679 -0.00090304193396230348 -0.0013732977128509899 0.00081814965787684892 0.001258443302261906 -0.0011295056694367476 -0.00096411008455706535 0.00076915487999710402 0.0013819042803670735 -0.001512537790820809 0.001785359798144967 -0.0017642358794550685 0.00055971822694507066 -0.0011521334387366935 0.00024014055166170957
leaf_weight=2.3951921829720995 0.50063282577320922 0.52762918581720475 1.5982843241654325 0.78701133909635235 0.3754859953187405 0.61554576735943556 3.6543253713753057 0.88462292542680987 0.68962835194543082 0.51021673367358733 0.60161141911521554 0.70360273611731805 2.4076518733054391 2.6461910102516408 0.47646029409952451 0.34480055049061775 3.4374514663941227 7.0304415671853349 0.80004435533192086 0.19225593085866499 0.85524948954116586 0.62897972203791219 1.6120043990667912 0.61255452153273005 0.68811821471899826 0.87604495859704945 1.0685588899068501 1.1081135752610864 0.99005821114405979 1.3592720692977307
leaf_count=106 20 58 33 50 10 17 155 36 32 23 67 23 138 306 29 21 543 1784 61 12 45 9 52 30 43 31 48 29 47 52
internal_value=0 -0.000301554 -0.000584753 0.00063969 0.00084388 0.00101195 2.22888e-05 -0.000706427 -0.000801588 0.000639206 0.000303534 9.50017e-06 -0.000157821 0.00139713 0.000901881 -0.000187445 -0.000870195 -0.00103511 -0.000578079 -0.00130325 -0.000348664 -0.000107399 0.000282677 6.43395e-06 -8.00303e-05 2.88139e-05 -0.000238896 -0.00075966 -0.000248048 0.000845729
internal_weight=0 35.3496 18.8582 5.62847 5.12784 4.75235 16.4914 17.2599 15.7737 3.72667 1.48623 1.31915 12.7647 3.4332 3.21645 0.821261 15.0841 11.4602 4.2375 7.2227 3.62386 3.09623 2.24098 10.357 9.74449 9.05637 6.82106 3.16673 2.09817 2.23532
internal_count=3910 3484 2732 426 406 396 752 2699 2596 179 103 40 573 356 156 50 2564 2400 604 1796 164 106 61 435 405 362 279 124 76 83
is_linear=0
shrinkage=0.00171365


Tree=352
num_leaves=31
num_cat=0
split_feature=4 12 13 48 15 453 11 474 42 151 3 51 48 1348 3 16 124 52 48 13 43 13 0 48 49 52 2 2 43 42
split_gain=1.45464 1.00053 0.830009 1.08486 1.03011 0.806949 0.803347 0.738238 0.686647 0.683785 0.689703 0.634034 0.860914 0.613276 0.604191 0.611259 0.623925 0.587493 0.901695 0.561222 0.559333 0.817107 0.707355 0.526765 0.526363 0.521086 0.511963 0.714835 0.662346 0.758859
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 0.08346000000000002 -0.09547499999999999 1.0000000180025095e-35 0.077165000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086769999999999986 -0.016619999999999996 0.11024000000000002 0.11379500000000002 0.084620000000000015 0.24227500000000002 0.081265000000000018 0.51153000000000015 0.18936500000000003 0.095090000000000022 0.17936000000000002 -0.17307499999999998 0.16421000000000002 -0.10303999999999998 -0.36174999999999996 -0.080639999999999976 -0.0093349999999999978 0.085255000000000011 0.085155000000000022 -0.074254999999999988 0.095385000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 20 -5 7 24 -2 -6 -1 19 12 -9 14 15 17 -17 18 -12 -11 21 -4 -23 -22 -3 -16 27 28 29 -25
right_child=5 2 3 4 8 -7 -8 11 -10 10 13 -13 -14 -15 25 16 -18 -19 -20 -21 23 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00081460595989945542 -0.0019588475596902929 -0.00095990845360744879 0.00090210214842411632 -0.0015277504036706154 -0.0015540894519871877 -0.0010625001732266701 -0.0015392134785886717 0.0014719732795884265 0.00092851749429795111 0.0010021614400211089 -0.00044252904222571668 -0.00054178561670085188 -2.5189103066957742e-05 0.0011678060120948446 0.0015490949691460874 -0.0015438324971013726 0.00060095942678901546 -0.0015925555899916092 0.00080842017572467419 -0.00031248935374381017 0.0018398956408867632 0.00073945270764992535 -0.0016140549209039043 -0.00070743687574822717 0.00047486252619088171 -0.00020137170892759197 -0.0013728442659527583 0.0016618414248856662 -0.0013560837130573158 0.0012805861624982425
leaf_weight=2.1883217666763839 0.2178791994228958 0.67661227600183327 0.96679058251902406 0.63354760617949102 0.28682049945928234 0.61875001620501269 0.63166413258295495 3.252664544619619 2.1056780429789783 2.0745440730825098 5.4148978864541188 0.63041824428364623 1.1881755180656908 0.65629320684820491 0.66637632506899536 1.7849700557999315 0.3712403387762605 0.69306030997540791 1.7204285832121966 1.1401586658321319 0.14879211783409196 0.41432281699962925 0.95939941576216337 2.0520169819938023 4.0310655976645675 0.91364846006035871 4.7892675397451967 0.27579988900106389 2.6380631701322237 0.55212117661721993
leaf_count=93 4 33 41 135 38 22 65 342 112 84 204 19 39 26 43 111 7 39 43 42 1 10 99 254 172 33 1186 8 591 14
internal_value=0 -0.000237782 -0.000458414 -0.000631589 0.00017895 0.000564016 5.47727e-05 0.000754294 0.000630895 2.71409e-05 -8.44988e-05 0.00087086 0.0010714 -0.000247693 -0.000328022 -0.000464891 -0.00117456 -0.000269424 -0.000140907 0.000535894 -0.000823259 -0.000158088 -0.000904223 -0.000972153 0.00026865 0.000536889 -0.00101275 -0.000700205 -0.000824476 -0.000285942
internal_weight=0 38.7859 21.162 15.8226 3.02605 5.90789 5.33934 5.28914 2.3925 17.6239 15.4356 5.07126 4.44084 12.2209 11.5646 9.9846 2.15621 7.82839 7.13533 3.2147 12.7966 2.34051 1.37372 10.4561 4.70768 1.58002 10.3073 5.518 5.2422 2.60414
internal_count=3910 3484 2759 2489 285 426 270 404 150 725 632 400 381 506 480 404 118 286 247 126 2204 150 109 2054 205 76 2053 867 859 268
is_linear=0
shrinkage=0.00150528


Tree=353
num_leaves=31
num_cat=0
split_feature=1 2 42 0 4 42 52 1 0 0 16 13 4 13 2 48 457 16 11 0 0 376 9 1212 12 52 133 16 40 159
split_gain=0.321204 0.287084 0.26499 0.309426 0.583755 0.320029 0.481577 0.294036 0.329958 0.351503 0.276848 0.314236 0.274563 0.330249 0.273651 0.355412 0.339054 0.2634 0.26103 0.259089 0.254921 0.250042 0.240249 0.257683 0.345786 0.209691 0.206053 0.200973 0.316187 0.289486
threshold=0.10113500000000002 0.14808000000000002 0.091955000000000023 0.047345000000000005 -0.49837999999999999 0.091485000000000025 -0.11271999999999999 1.0000000180025095e-35 -0.084074999999999997 -0.082604999999999998 0.0015250000000000001 -0.10241499999999999 0.11205000000000001 0.41346500000000003 1.0000000180025095e-35 0.084905000000000022 -0.0015249999999999997 -0.094359999999999986 0.077165000000000025 -0.055084999999999988 -1.0000000180025095e-35 0.091535000000000019 -0.016839999999999997 -0.50114499999999984 0.099170000000000022 -0.26295999999999992 -0.26719999999999994 0.050115000000000007 0.057150000000000006 0.085280000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 3 5 21 6 -1 8 10 -10 11 -8 13 -4 22 18 -17 -18 -16 -11 26 -5 -9 -24 -25 -22 -2 29 -29 -28
right_child=1 -3 12 4 -6 -7 7 14 9 19 -12 -13 -14 -15 15 16 17 -19 -20 -21 25 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0033511888083609296 -0.0036687428953719602 0.0028993862604781689 -0.0036520460526828298 -0.0037416867659826585 0.0022491065273574848 0.0031329427504985879 -0.00042177805376756574 0.0040198074275250252 0.0018960747810914272 -0.0033224606167190206 0.00084479020249745955 -0.0037546452708450443 0.00040078544344122045 0.0040526440621326126 0.0025574825507059772 -0.0030588783191772095 -0.0012747324686597523 0.0018704630696540746 -0.0012185416125060813 0.00041469212755062846 -0.0036912277236755878 0.00098510435689086852 0.0033877467176476393 -0.0032907232838771581 0.0019555326504230317 0.0033485758763817778 0.00021458068785501483 -0.0014593696363934033 0.0031346641233327968 0.0031014584191331723
leaf_weight=0.86064018247998042 0.19940889760619018 0.58389215479837719 0.94769520600675494 0.40329674939857829 1.4543456690735173 0.30243405999499451 0.55008331497083096 0.10646369314054016 0.74287485241075035 0.50206053786678229 0.34607528941705812 1.2770819708675842 0.45521929691312824 0.08216588944196701 1.3970423945283985 0.49430666537955392 0.65164013707544644 0.81385734269861121 0.30272714482271101 0.506461231212603 0.064707861747592688 0.24419704079627991 0.11975110461935368 0.90661631803959608 0.21036948222899809 0.51663169806124454 4.4879101460101083 1.6532596315955741 0.23221231118077401 0.52758271078346286
leaf_count=335 27 139 544 64 69 27 27 8 93 362 28 753 40 1 95 19 32 27 42 16 67 3 9 298 31 117 384 168 12 73
internal_value=0 0.000407346 -0.000513155 -0.000334066 0.00095275 -0.000602109 -0.000717515 -0.000463618 -0.001219 -2.82658e-05 -0.00217861 -0.00275126 -0.00198346 -0.00303734 0.000128976 0.00065134 -0.000418614 0.000471938 0.00188498 -0.00144573 0.000217925 -0.00195902 -0.00129421 -0.00175167 -0.00230266 0.00256499 2.576e-05 0.000132516 -0.000893574 0.000518253
internal_weight=0 8.26561 13.6774 12.1923 2.10184 10.0905 9.78805 8.92741 3.92464 1.7514 2.17324 1.82717 1.48508 1.02986 5.00277 3.65957 1.9598 1.4655 1.69977 1.00852 7.68171 0.647494 1.3432 1.23674 1.11699 0.58134 7.10037 6.90096 1.88547 5.01549
internal_count=3910 987 2923 2338 136 2202 2175 1840 1279 471 808 780 585 545 561 215 78 59 137 378 848 67 346 338 329 184 664 637 180 457
is_linear=0
shrinkage=0.00368659


Tree=354
num_leaves=31
num_cat=0
split_feature=4 11 1456 1213 403 480 376 151 474 376 15 48 52 1374 0 43 13 52 160 13 1 0 4 52 133 1444 48 457 43 52
split_gain=0.855335 0.722176 0.701654 0.658758 0.622287 0.61419 0.575389 0.569039 0.622141 0.51176 0.507145 0.606059 0.634198 0.562611 0.667644 0.536063 0.612715 0.576461 0.61563 0.614573 0.557296 0.489353 0.856781 0.847404 0.633026 0.475272 0.470033 0.469416 0.455408 0.414725
threshold=0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 -0.082704999999999987 -0.092224999999999988 0.08456000000000001 0.048375000000000008 -0.27336999999999995 -1.0000000180025095e-35 0.11605500000000001 -0.11739999999999999 0.093225000000000016 -0.42985499999999993 -0.094679999999999986 -0.230625 -0.16369999999999998 0.17936000000000002 -0.048794999999999991 0.094340000000000021 -0.094679999999999986 0.11561500000000001 -0.083424999999999985 -1.0000000180025095e-35 -0.0025949999999999997 -0.090054999999999982 -0.10662999999999999 -0.36174999999999996 -0.0034949999999999994 0.056750000000000009 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 25 -4 -5 6 10 -2 -9 -8 -6 12 -12 -14 -15 16 -16 18 27 28 -18 22 23 -21 -25 -1 -23 -17 -19 -26
right_child=7 -3 3 4 5 -7 9 8 -10 -11 11 -13 13 14 15 17 20 19 -20 21 -22 26 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.0019643227987001764 -0.0014721161138718474 -0.0015498304710134857 -0.0017671156594048416 -0.0014508472289998177 -0.0010534654131941574 -0.0017732167669271129 0.0013003261778015461 -0.0022695616971320893 0.00080617389508818259 -0.00064486820730640299 -0.0017671643338687646 0.00065860616143310999 -0.0014032031078994875 0.0016828405416537372 0.0017026192982602761 -0.0011962785827232657 -0.001198069454377395 -0.00032386231565551416 -0.001692271308418635 -0.0018334658463935332 0.0011446760028563691 0.0020460519604358026 -0.0011952791150376721 -0.0017710843465773001 0.0018203576249811034 -0.0016340353477899642 -0.0014492516734406289 0.00072776120400682863 0.0012288513452454563 -0.00031496886047732784
leaf_weight=0.1221806714311241 0.41093516023829568 1.267788586555979 0.7399098684545703 0.99657791975188459 1.5388304155785757 0.61306678241817181 1.7440995522774749 0.21069438382983197 4.6636019076686344 0.54386368114501227 0.70611523115078512 3.460326225089374 0.92648392659615098 0.69146974151956442 1.0404272908345125 0.43543816288001824 0.6734804803272707 1.4183947087731499 0.42558169178664673 0.42123906943015765 0.57868999429047108 0.1234809309244399 1.9209012088831787 0.23239630105672393 1.2030085347942074 1.4220351857948177 2.6241733976055457 3.6203307182877618 0.97842399065848429 0.36291472584707674
leaf_count=3 20 160 316 411 140 197 116 4 448 17 185 161 53 14 30 33 60 72 71 70 6 1 128 56 49 356 433 203 35 62
internal_value=0 -0.000255885 -0.000200397 -0.000137077 -9.28651e-05 -4.13745e-05 -1.3649e-08 0.00050642 0.000673223 0.000837941 -8.20084e-05 -1.35705e-05 -0.000140098 -7.51036e-05 -1.64469e-06 -7.41759e-05 0.00070967 -0.000204715 0.000310985 -0.000453617 -0.000115371 -0.000719322 -0.000339174 0.000401737 0.000925311 -0.00134933 -0.00129217 0.000521191 0.000309983 0.00132548
internal_weight=0 30.8316 29.5638 28.0196 27.2797 26.2831 25.6701 5.28523 4.8743 2.28796 23.3821 21.8433 18.383 17.6768 16.7504 16.0589 2.2926 13.7663 4.48135 9.28493 1.25217 6.88811 4.14046 2.21956 1.79832 1.54422 2.74765 4.05577 2.39682 1.56592
internal_count=3910 3438 3278 2919 2603 2192 1995 472 452 133 1862 1722 1561 1376 1323 1309 96 1213 307 906 66 799 365 237 167 359 434 236 107 111
is_linear=0
shrinkage=0.0017508


Tree=355
num_leaves=31
num_cat=0
split_feature=1 12 40 3 3 3 39 47 50 16 48 2 160 42 47 128 15 376 13 457 11 49 0 16 1 0 1212 1 1374 16
split_gain=2.33664 1.18381 1.23497 0.932913 0.878305 0.926292 0.759912 0.908931 0.830962 0.934591 0.751813 0.93835 0.955651 1.05246 0.633071 0.607862 0.547843 0.529568 0.537763 0.523162 0.466646 0.402979 0.592945 0.392218 0.384937 0.382484 0.333322 0.322923 0.382762 0.515169
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.31335500000000011 -0.115685 -0.055684999999999991 0.15608500000000003 0.096475000000000019 0.11551000000000002 0.13514000000000004 0.12862000000000004 0.11500500000000001 -0.078874999999999987 -0.034284999999999989 0.085165000000000018 0.094695000000000015 0.035895000000000003 0.048695000000000009 -0.45122499999999993 -0.079274999999999984 0.08184000000000001 -0.088329999999999978 -0.10071499999999999 -0.008734999999999998 0.083065000000000014 -0.082709999999999992 -0.5172699999999999 0.094695000000000015 -0.094679999999999986 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2 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 15 6 14 26 7 8 9 10 11 12 -3 -14 20 19 -15 18 -7 -2 24 -20 23 27 25 -1 -6 28 -23 -30
right_child=1 3 -4 -5 5 17 -8 -9 -10 -11 -12 -13 13 16 -16 -17 -18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011697997229218225 -0.000509135382646373 -0.001044316376987181 -0.0014017968264725617 0.0013255955280743221 0.00034447842119422105 0.00015026176412917584 0.0010505134459738654 -0.00082785156845986631 -0.0013727388410637099 -0.00083596603579528975 -0.00095322054003271533 0.0012545151047841209 -0.001231561967404621 0.0011830556437649625 0.00075295361392959878 -0.0013206082782465959 -8.3405084360938881e-05 0.00013134924949969158 -0.0014011975351027853 0.0013286638755876598 -0.0012387561162802354 -0.0015453025333755533 -0.0010565151026817052 0.0004516173443905544 0.00064028031131003939 -0.00016006034621839367 -0.0010235356970979118 0.00021702022250125262 -0.00011540656214440511 -0.0011160555726437852
leaf_weight=0.85585097898729134 0.30032119154930237 1.0196250658482275 0.45088084787130345 0.59187261271290559 0.30922150448896246 1.3154842481017102 0.63780887727625746 5.4546099780127397 0.86791801359504539 1.9036128821317104 0.83467321097850788 1.512211828259751 0.54987305961549093 1.7259501554071892 0.91883526649326075 0.18932321202009905 0.87820634339004744 1.734103217255323 1.3488624091260124 2.1796049920376417 0.97028737771324802 0.70363269932568062 3.6418422393035161 0.81589604448526731 0.71229255432263006 2.5260610166005786 16.421609750832435 0.84793906565755595 2.3085040354635566 1.4136142719071361
leaf_count=62 13 30 8 66 32 24 34 161 37 131 12 102 9 75 30 5 21 58 31 283 60 11 191 23 34 68 2168 19 62 50
internal_value=0 -0.000139014 0.000596447 -0.000282647 -0.000701668 -0.000790414 -0.00034452 -0.000404856 -0.000156551 -3.12502e-05 0.000203679 0.00037351 5.43012e-05 0.000409459 -0.000243934 0.000933984 0.000755964 -0.000544319 -0.000638842 0.0011061 -0.000424797 -0.000732526 -0.000639843 -0.000390654 -0.000231896 -0.000415592 -0.000998252 -0.000520962 -0.000662354 -0.000495441
internal_weight=0 19.0965 3.12013 15.9764 36.844 30.8607 15.3845 14.7467 9.29207 8.42415 6.52054 5.68587 4.17365 3.15403 5.98333 2.66925 2.60416 14.1299 12.3958 2.47993 5.06449 11.0803 9.73143 6.08959 4.0942 3.38191 16.7308 5.27369 4.42575 3.72212
internal_count=3910 987 309 678 2923 2669 612 578 417 380 249 237 135 105 254 301 96 469 411 296 224 387 356 165 164 130 2200 142 123 112
is_linear=0
shrinkage=0.0013054


Tree=356
num_leaves=31
num_cat=0
split_feature=4 12 151 3 151 9 132 49 50 158 0 2 52 43 3 12 12 1 42 1 43 38 3 3 0 47 16 16 159 47
split_gain=1.79112 1.297 0.978412 0.887112 0.687566 0.69107 0.659589 0.550996 0.539596 0.528717 0.547765 0.771003 0.569332 0.63672 0.920503 0.541438 0.907384 0.579955 0.578752 0.576911 0.514675 0.470841 0.69568 0.546934 0.566088 0.488227 0.462528 0.51253 0.460664 0.449781
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.086769999999999986 -0.016839999999999997 0.082150000000000015 -0.22390499999999999 0.11901000000000002 1.0000000180025095e-35 -0.070894999999999986 0.10648500000000001 -0.42985499999999993 -0.069494999999999987 -0.11266 0.086935000000000012 0.086765000000000023 0.08844500000000001 -0.09547499999999999 0.088495000000000018 -0.092484999999999984 1.0000000180025095e-35 0.31335500000000011 -0.015794999999999997 -0.12329499999999999 0.14097000000000001 -0.0078249999999999986 -0.063614999999999991 -0.47434999999999994 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 4 -2 7 -1 -6 21 -3 29 10 15 12 -12 20 -15 16 -9 -17 -19 -20 -14 22 23 -7 26 -26 27 -25 -21 -4
right_child=2 3 8 -5 5 6 -8 9 -10 -11 11 -13 13 14 -16 17 -18 18 19 28 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0007412981562306321 -0.0012483741105168585 0.00025041617427987362 0.00092442515847680437 0.00045903678105343153 0.0014640729820413762 0.00040676579396140201 0.00089687560009775631 -0.00061156464938389831 -0.00052811923619399412 -0.0014084843055439656 -0.0013904299373569292 -0.001244073526890495 0.00019426401814457868 0.00091914594220505585 -0.0014319595988636347 -0.0013917941655820301 0.0013910657876662646 0.00096751625642199624 0.0015603932417395288 0.0010226468359174454 0.0016306117494598567 -0.0010831164571423486 0.0014095819601793395 -8.2612094421704113e-05 -0.0009956602861844006 0.00028977362671223252 0.00058464969324009285 -0.00126929733733627 -0.0011942900021344402 -0.00051060292577326694
leaf_weight=2.1531473901122835 0.54570034565404046 1.3493136463221187 5.0742950788699082 1.653358997311442 0.52212734543718475 2.167483592173082 1.0646124233026064 3.3292073442135046 0.63557686284184445 1.6147686482872803 0.42467942985240403 1.0252425324870271 1.1141793857095761 0.54086511512286972 0.74861209967639353 3.4124707289738581 0.4893233268521725 0.40617256239056621 0.1796100863721225 0.19380306359380606 0.81410605949349735 1.1086896336637426 0.51740761101245958 3.6015090846922244 3.1435119864763688 0.67717226687818755 1.4484468465670897 0.84783321362920139 2.0070830411277703 0.44822177849709977
leaf_count=94 20 46 416 32 44 90 46 609 19 282 64 222 34 12 111 912 22 20 4 10 11 57 38 88 193 11 37 38 311 17
internal_value=0 -0.000258237 0.000513895 -0.000502767 1.53628e-05 -8.81584e-05 -0.000143758 -0.000592867 0.000670058 -0.000662674 -0.000580666 -0.000192146 0.000103941 0.000301168 -0.0004458 -0.000761695 -0.000354939 -0.00101225 -0.000547466 -0.00080596 0.000800678 -0.00022575 -0.000149113 -0.000216965 -0.000356073 -0.000767832 -8.93295e-05 -0.000308738 -0.000999074 0.000807955
internal_weight=0 36.5547 6.70379 19.3028 17.2519 15.0988 14.5767 17.6494 6.15809 16.3001 14.6854 4.66768 3.64244 3.21776 1.28948 10.0177 3.81853 6.19914 2.78667 2.3805 1.92829 13.5121 12.4034 11.886 9.71847 3.82068 5.89779 4.44934 2.20089 5.52252
internal_count=3910 3438 472 2702 736 642 598 2670 452 2624 2342 454 232 168 123 1888 631 1257 345 325 45 552 495 457 367 204 163 126 321 433
is_linear=0
shrinkage=0.00137317


Tree=357
num_leaves=31
num_cat=0
split_feature=1 3 3 2 16 39 16 49 0 52 51 43 130 1212 42 132 160 15 43 123 48 50 133 49 11 42 47 160 51 484
split_gain=1.10148 0.557917 0.655856 0.557368 0.530228 0.506729 0.551716 0.475007 0.465432 0.414283 0.465619 0.513036 0.582667 0.528274 0.493308 0.499772 0.468365 0.456527 0.637117 0.41048 0.497153 0.53369 0.429351 0.410217 0.396996 0.396574 0.523326 0.635722 0.365085 0.364485
threshold=0.10113500000000002 -0.115685 -0.055684999999999991 0.14808000000000002 0.081265000000000018 0.16168500000000002 0.67964000000000013 -0.13451999999999997 1.0000000180025095e-35 0.091715000000000005 -1.0000000180025095e-35 -0.077544999999999989 -0.083489999999999995 -0.5172699999999999 0.083725000000000008 0.12562500000000001 -1.0000000180025095e-35 0.041585000000000004 -0.078644999999999979 0.08128500000000001 0.12675000000000003 0.11515000000000002 -0.088724999999999984 -0.080034999999999981 0.08184000000000001 -0.10770999999999999 0.082465000000000024 -0.08044999999999998 -0.097124999999999989 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 24 9 4 8 6 -6 -4 19 10 -3 14 -13 -14 15 -12 -16 18 23 20 21 25 -21 -18 -1 -2 27 -27 -9 -30
right_child=3 2 7 -5 5 -7 -8 28 -10 -11 11 12 13 -15 16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00048966482211544495 -0.0015911966519243932 -0.0020813572672300344 -0.0021342834384907141 0.001756711583552668 -0.0013012559170015657 0.0018326462521369184 0.0016886007393445061 -0.0016071476831586242 0.0019474513718403025 -0.0020890481824790913 -0.002091875296262544 0.00089306762187236198 0.0016089431033764513 -0.00187774861850179 -0.0020833805458532681 0.0017365874184771643 0.00081473716647955676 0.0019851366070872687 0.0024600661770260331 -0.001622122894401643 -0.0011344854914630211 -0.0017531324289677857 0.0019638680917823271 -0.0021185958475813745 -0.0014080796664780561 -0.00038542054314290113 -0.00012875806576715648 0.0016978667024340058 -0.00015816761270855389 0.0010885220085312445
leaf_weight=3.7079684115014961 0.35850128624587974 1.0515928881359284 0.51834999793209036 1.0715607090387482 2.1051759578986093 0.32242021430283774 0.30144532583653916 0.63726650248281558 0.79470955918077457 1.2707732319249769 0.71649069356499318 0.47565827076323719 0.20171459822450266 2.3318783804424976 0.26637548807775679 0.18285843729972839 0.33944424940273243 0.85065736470278341 0.32442253595217962 0.16683584405109286 1.146655053598806 0.47922401095274825 0.98396087740547933 0.50929996417835355 0.53948209027294058 0.83747680706437444 2.2018129680072889 2.4760771540459263 7.1694151216652262 1.1646950058056971
leaf_count=187 6 403 23 139 199 7 16 95 102 563 190 42 17 768 93 11 11 18 5 6 44 48 143 79 67 42 63 172 312 39
internal_value=0 -0.000425248 -0.000584165 0.000327549 0.000201757 -0.000600749 -0.000926756 -0.000210402 0.000433627 -0.00100041 -0.000809607 -0.000593862 -0.00120606 -0.00160015 -1.62694e-05 -0.00131346 0.000493131 0.000832251 -3.70112e-06 0.000294554 0.000118179 0.00034427 0.00144399 -0.000945447 0.000248626 0.000515388 0.000652317 0.00117133 -9.92439e-05 1.60577e-05
internal_weight=0 22.2583 18.0109 13.2459 12.1743 2.72904 2.40662 9.48973 9.44525 8.52117 7.25039 6.1988 3.00925 2.53359 3.18955 0.899349 2.2902 2.02382 1.17317 8.65054 7.49975 6.35309 1.1508 0.848744 4.24745 5.87387 5.51537 3.31355 8.97138 8.33411
internal_count=3910 2923 2669 987 848 222 215 469 626 2200 1637 1234 827 785 407 201 206 113 95 524 375 331 149 90 254 283 277 214 446 351
is_linear=0
shrinkage=0.00206698


Tree=358
num_leaves=31
num_cat=0
split_feature=1 0 39 3 457 51 1375 132 16 48 0 16 3 15 47 43 43 4 1212 131 52 52 3 4 4 11 157 4 47 3
split_gain=1.13591 0.976267 0.93588 0.787496 0.734432 0.657947 0.597002 0.56663 0.481165 0.77627 0.562363 0.542862 0.463414 0.458277 0.388645 0.439213 0.558429 0.420662 0.378078 0.370118 0.366937 0.426647 0.564542 0.569243 0.375805 0.340501 0.379146 0.526781 0.416014 0.333399
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.16699000000000003 0.081330000000000013 -0.40274499999999996 -0.43271999999999994 0.079995000000000011 -0.095109999999999986 0.11930500000000001 -0.23129999999999998 0.67964000000000013 0.11818000000000002 -0.26361999999999991 0.085165000000000018 -0.078454999999999983 0.088185000000000013 -0.49269499999999994 -0.50114499999999984 0.084390000000000007 0.086950000000000013 0.086635000000000004 -0.084129999999999996 -0.084009999999999987 -0.17479499999999998 -0.079069999999999988 -0.07637999999999999 0.50541500000000006 0.13135500000000003 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 20 3 4 7 -4 -6 8 9 13 -10 18 -8 -2 15 17 -17 -3 -12 -9 21 22 -1 -24 -22 -20 27 -27 -28 -15
right_child=2 14 5 -5 6 -7 12 19 10 -11 11 -13 -14 29 -16 16 -18 -19 25 -21 24 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0016058474596646795 0.0016367045473158666 -0.00075059188887748182 -0.0019545052234847021 0.0012322444214792013 -0.00087708885827467587 0.0011330529079673036 0.0015020102496902904 0.001611500927990564 0.0013455309331521434 -0.0019579971888811607 0.0016401394395404031 0.0016980863761521523 -0.00044073579830452756 0.00018636568023186267 0.0013737431408635526 -0.0015701719639060936 0.00011302964042061733 0.00093539026082109836 0.0013362998450008779 -0.00036836528937271736 0.0020635045513424386 0.0016576861537332915 0.0016979256823390009 -0.00067386166013867722 -0.0019030571574689458 -0.0011085240690307493 -0.0016955466204450482 0.0019424540963738058 2.2877541761994645e-05 -0.0014417823693435652
leaf_weight=2.2977948096813607 0.66245783935300995 0.73755111591890488 0.25674827955663237 1.4551365025108669 0.7235716171562675 3.6514840847812584 1.8515586643479758 0.75266485952306428 0.37752189487219023 0.66256077680736769 0.16864603559952218 0.24907854478806246 0.55456685251556326 2.9311306001618518 0.65375145408324886 1.2683280163328157 1.4896969649707896 1.6996873187599701 0.17941687814891327 0.58188714762218297 0.087214127182960399 0.24283498770091672 0.38588400336448092 3.9711073280777791 1.7252480874303726 0.65256141626741726 4.1003687037155059 0.2815587567165494 0.55604816658888001 0.51374954648781557
leaf_count=571 44 26 10 150 13 362 73 50 12 28 10 10 25 115 24 193 66 103 7 41 1 12 11 550 643 104 603 14 23 16
internal_value=0 -0.000570102 0.000106454 -8.01335e-05 -0.000201005 0.000930218 0.000607728 -0.000400781 -0.000536063 -8.5431e-05 -0.000863466 -0.000998241 0.00105424 0.000216635 1.90194e-05 -0.000151454 -0.000661021 0.000425182 -0.00111133 0.000748246 -0.00096571 -0.000769561 -0.000858132 -0.0004638 -0.00171219 -0.00119175 -0.00127288 -0.00018891 -0.00149034 -5.64469e-05
internal_weight=0 14.5591 21.1627 17.2545 15.7993 3.90823 3.1297 12.6697 11.3351 4.7699 6.5652 6.18768 2.40613 4.10734 5.84901 5.19526 2.75802 2.43724 5.9386 1.33455 8.71008 6.89762 6.65479 4.35699 1.81246 5.76995 5.59054 0.93412 4.65642 3.44488
internal_count=3910 2200 1710 1338 1188 372 111 1077 986 203 783 771 98 175 412 388 259 129 761 91 1788 1144 1132 561 644 751 744 118 626 131
is_linear=0
shrinkage=0.00186431


Tree=359
num_leaves=31
num_cat=0
split_feature=4 11 1456 151 403 52 1213 480 150 1 159 0 128 52 1374 1 3 43 131 13 42 4 49 49 15 16 2 52 16 15
split_gain=0.353848 0.383034 0.347415 0.33726 0.332296 0.359433 0.333674 0.331843 0.305737 0.302501 0.282204 0.310642 0.276415 0.280003 0.274053 0.312258 0.370368 0.327584 0.445002 0.433861 0.352085 0.306411 0.30073 0.470636 0.309325 0.277889 0.242567 0.464939 0.309639 0.36126
threshold=0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 -0.27336999999999995 -1.0000000180025095e-35 -0.040174999999999995 -1.0000000180025095e-35 0.08456000000000001 0.081245000000000026 0.11774500000000002 -0.11345499999999999 -0.23274999999999998 0.11695000000000001 -0.42985499999999993 0.09309000000000002 0.099595000000000017 0.096385000000000012 -0.15426499999999996 0.021890000000000003 0.17936000000000002 0.092860000000000012 -0.51381999999999983 -0.045004999999999996 -1.0000000180025095e-35 0.035895000000000003 0.25185000000000007 0.097940000000000013 0.11588000000000002 0.081265000000000018 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 12 9 -5 -11 -12 13 -8 15 17 -17 19 20 -15 21 -19 24 -24 -18 -21 28 -28 29 -23
right_child=3 -3 4 8 6 -7 7 -9 -10 10 11 -13 -14 14 -16 16 22 18 -20 25 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021529375705423067 -0.0025028750537868408 -0.0024382560409756866 0.00016828449496628756 -0.00017929424275487329 -0.0030164941390518549 -0.0028070845898036816 -0.0020357777799697484 -0.003021305247057507 0.003049522956694022 -0.0026468364234587651 -0.0031288146407925698 0.0030368989746493821 -0.0032450840427773568 0.002733721500147088 -0.0026207539629417844 0.0017875773950018802 0.0031982550835662734 -0.0030990605421809168 -0.0026972772493768418 -0.0030713831476335994 -0.00306208909426822 -0.00064490706942747105 -0.0033640580814194155 0.00032534940161764594 -0.00092066814451533614 0.0014125224272037 0.0018718977458565191 -0.0023692118730228588 -0.0023772573598603995 0.00088330118643784646
leaf_weight=0.80995160588646342 0.26992901670746539 0.73490337055409227 0.64776492287637666 1.7321326370001768 0.32814324036009068 0.83387066589785763 0.51253303050181287 0.31270587099425107 0.53668172773905087 0.10894450207706641 0.080839723348618331 0.79429074906511044 0.21930430131033141 0.81151165580377937 0.29971198691055256 2.2595782481948854 0.45360994321526993 0.26267640944570914 0.60767491388833228 0.24747016542823985 0.33267462570802386 2.8092431381519494 0.41851594764739286 1.2025108230300243 0.25616924813948572 0.24896327848546207 1.4368142331077249 0.27681670375750389 0.48867611202877004 2.7473410654928814
leaf_count=359 20 160 107 119 239 739 198 190 100 7 2 224 40 36 37 205 40 17 113 50 90 332 9 57 18 7 83 47 39 226
internal_value=0 -0.000315957 -0.000233102 0.00071572 -0.000146783 -0.00150627 -2.4948e-05 3.56312e-05 0.000982804 0.000574451 0.00190117 0.00246734 9.57831e-05 0.000142532 0.000216177 0.000273394 0.000923105 -1.70117e-05 -0.000221464 0.00138388 -4.13775e-05 8.3899e-05 8.50511e-05 -0.00062718 0.00171168 -0.000822687 0.000191658 0.0011868 -9.04312e-05 0.000110685
internal_weight=0 19.5591 18.8242 3.52282 18.0143 1.48164 16.5326 16.2045 3.25289 2.71621 0.984075 0.87513 15.8918 15.6725 15.16 14.8602 4.59038 10.2699 8.96192 1.30795 8.35424 8.02157 2.33081 1.62103 0.709779 0.496433 7.75889 1.71363 6.04526 5.55658
internal_count=3910 3438 3278 472 2919 846 2073 1834 452 352 233 226 1644 1604 1406 1369 329 1040 947 93 834 744 124 66 58 57 727 130 597 558
is_linear=0
shrinkage=0.00299653


Tree=360
num_leaves=31
num_cat=0
split_feature=4 12 151 484 42 160 52 158 1 42 0 132 38 14 47 3 481 124 52 16 52 160 4 13 457 39 401 1375 150 15
split_gain=1.47086 1.05341 0.818679 0.700472 0.774855 0.74444 0.714252 0.780439 0.728995 1.22105 0.706944 0.653677 0.807097 0.620774 0.841387 0.614788 0.609411 0.943224 0.69358 0.608742 0.526798 0.586594 0.669382 0.828433 0.497405 0.594438 0.494104 0.4351 0.562599 0.439641
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 -0.42985499999999993 0.085110000000000005 0.12263000000000002 0.09901500000000002 -0.070894999999999986 0.080815000000000012 1.0000000180025095e-35 -0.46879999999999994 0.096475000000000019 0.31335500000000011 -0.0079799999999999992 -0.085379999999999984 -0.087094999999999992 -0.53943499999999989 -0.11051499999999999 0.031805000000000007 -0.084009999999999987 -0.094679999999999986 -0.066264999999999991 -1.0000000180025095e-35 0.082755000000000009 -0.43271999999999994 0.082965000000000025 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 11 -2 -3 -5 26 -7 8 9 10 20 12 15 -4 -15 16 -1 -18 -19 -16 -8 22 -22 -24 -20 -26 -6 -27 29 -29
right_child=2 3 13 4 5 6 7 -9 -10 -11 -12 -13 -14 14 19 -17 17 18 24 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.0015383991269899014 -0.0013108328132216669 -0.0014250411532799614 -0.00033579044306188285 -0.0010037027896973487 -0.0015531869602049408 -0.0013161904604453074 -0.001575274529894224 -0.001584336476753516 0.0014863928239873237 -0.0015729184656017602 0.00073697582161367028 0.0010155691582423103 -0.0012892126359087732 0.0014540437888735233 0.001066295613466802 0.0015608538727747662 0.0013085555952391209 -0.00083976456482541843 -0.00091343726830056321 -0.00099977731445606783 0.0012390270068374147 0.0007623244890195449 0.00020403664422633625 -0.0012872625079581553 -0.0015180877058097067 -0.00073066180780873187 0.00131785797181755 0.00037029122862301019 0.0011233477980161768 -0.00080130110677619978
leaf_weight=0.60060529690235398 0.49442638875916589 1.7258431240916277 1.0047844534274188 3.9909019505139502 1.3583592227660144 1.0788797025452392 0.55204320559277942 0.69913593225646842 0.79806175734847862 1.0719241668703023 3.1566215609200166 1.4186106843408186 1.1674369687680144 2.9470660242950535 0.63977805059403181 0.58850632002577263 1.2298420125152851 2.3508082927437473 1.0313480403274233 0.69360788725316502 0.55183969577774084 1.627339599188417 1.6708501176908588 1.8121114424429881 0.43981374253052319 0.84402170311658675 0.15594946267083276 4.2313617118634621 1.9709178241901097 0.90783233824186016
leaf_count=41 20 524 55 816 295 225 40 60 32 247 57 65 58 311 17 47 85 136 26 23 16 43 64 333 28 14 7 133 67 25
internal_value=0 -0.000259652 0.00056896 -0.000494203 -0.000407479 -0.000243752 -0.000125834 -1.82741e-05 7.91292e-05 -2.84177e-05 0.000148257 2.33828e-05 -6.82382e-05 0.000744812 0.00099847 3.21778e-05 -3.394e-05 3.55349e-05 -9.74136e-05 -8.44534e-06 -0.000150794 -1.19113e-05 -0.000324181 -0.000571855 8.77398e-05 0.000210752 -0.00125752 0.000306346 0.000429447 0.000163331
internal_weight=0 37.031 5.77966 20.2499 18.524 14.5331 13.0188 11.9399 11.2408 10.4427 9.37081 16.7811 15.3625 5.28524 4.28045 14.1951 13.6066 13.0059 11.7761 1.33339 6.21418 5.66214 4.0348 3.48296 9.4253 8.39395 1.51431 7.95413 7.11011 5.13919
internal_count=3910 3484 426 2759 2235 1419 1117 892 832 800 553 725 660 406 351 602 555 514 429 40 496 456 413 397 293 267 302 239 225 158
is_linear=0
shrinkage=0.00152765


Tree=361
num_leaves=31
num_cat=0
split_feature=158 1 0 1446 39 51 52 52 133 1373 150 1374 448 132 3 133 133 158 42 122 44 2 482 13 1 48 1429 9 4 52
split_gain=0.330329 0.36667 0.409717 0.332185 0.339799 0.346048 0.322485 0.335368 0.350566 0.321238 0.348934 0.33112 0.317216 0.305811 0.288045 0.48422 0.305247 0.287853 0.275956 0.259082 0.322972 0.251986 0.276496 0.290078 0.250503 0.310564 0.259838 0.25018 0.248569 0.46349
threshold=0.11034000000000001 0.085835000000000009 -0.070894999999999986 0.091520000000000018 0.005105000000000001 -0.40274499999999996 0.086950000000000013 -0.11051499999999999 -0.090054999999999982 0.09586500000000002 0.081245000000000026 -0.094679999999999986 -0.080249999999999988 0.083635000000000001 -0.084129999999999996 -0.088724999999999984 0.083815000000000014 0.065940000000000012 0.085935000000000025 0.089350000000000013 0.086480000000000015 0.08221500000000001 0.084515000000000021 -0.26418499999999995 0.10752500000000002 0.14226500000000003 0.084710000000000021 -0.016839999999999997 -0.49837999999999999 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 7 -1 -9 10 17 -12 -7 14 15 -10 21 24 -13 20 -14 -16 23 -23 26 -26 27 -3 29 -4
right_child=-2 3 28 -5 5 12 -8 8 13 -11 11 18 19 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0032334418542537004 -0.0028910206037492006 0.0034759332654834721 -0.0033364809044546927 -0.0032150295335793395 -0.003301630043908977 -0.0030993394287280288 -0.002881352675842574 -0.0032237407471482522 0.0039097853360681081 -0.0033195795595433895 -0.00063284971894672572 0.002285758624288895 0.0028713556145442683 -0.0032491507612230522 0.0018348835597918195 -0.0021883827048220597 0.002057238798076697 0.0023082445824027355 -0.00099519702472651832 -0.0010861376657562241 -0.0021344673665518133 0.0028863101509273978 0.0026610775590543059 -0.0032892417023605265 0.00053671180164684476 -0.0022793072838059219 0.0019304124072437631 -0.0014785138977713396 0.0007000173108050895 0.0010674477316343089
leaf_weight=0.51292875845683994 0.44249037653207679 0.10775040998123309 0.49603170756017823 0.27820269553922194 0.14782917732372913 0.12933092378079925 0.92590804894280143 0.4245211344677976 0.15664373961044764 0.27773625520058054 0.79807045822963152 1.7332665571011605 1.6426787929376598 0.29643682588357467 0.35872204447513956 0.86411630829388786 1.0303333430783821 0.43641405529342581 0.30736612464534108 0.2360438061878084 0.14265913842245925 0.091273762285709381 0.1374333593994379 0.51183959734044038 3.3004575059167114 0.45366020407527674 0.27817120228428383 2.8281236648617742 2.754680845988335 0.47781205544015393
leaf_count=230 167 5 55 53 8 3 620 163 2 22 22 137 327 98 21 330 133 69 45 13 10 3 3 121 277 26 42 577 309 19
internal_value=0 -0.000106325 -0.000600736 0.000234866 0.000309733 0.0014213 -0.00117006 -0.000808658 -0.000487387 6.68875e-05 0.000158708 0.00110997 0.00174593 -0.000150367 0.000141216 -0.00125257 0.000809285 -0.000205979 0.00179157 0.00205594 0.00247136 -0.000360408 -0.00142381 -0.00235465 -0.000363444 0.000196415 -0.00101738 -0.00129668 0.0002101 -0.00117571
internal_weight=0 22.1364 9.03868 13.0978 12.8196 2.29854 5.31016 4.38425 3.87132 10.521 10.2433 2.8387 2.15071 3.4468 3.15036 1.02076 2.1296 7.40458 2.04063 2.02138 1.78534 1.09927 0.740547 0.603113 6.96816 3.75412 3.21405 2.93587 3.72852 0.973844
internal_count=3910 3743 2107 1636 1583 361 1724 1104 874 1222 1200 204 353 711 613 332 281 996 182 350 337 148 127 124 927 303 624 582 383 74
is_linear=0
shrinkage=0.00319123


Tree=362
num_leaves=31
num_cat=0
split_feature=1 12 3 0 51 40 3 42 4 52 47 4 50 151 40 49 49 4 12 12 457 4 49 1 1 51 15 15 1 12
split_gain=2.21751 1.30747 1.16864 0.966708 0.894415 0.982387 0.888367 0.805632 1.01502 1.05251 0.781981 1.32164 1.21222 0.817942 0.814089 0.637288 0.613627 0.606966 0.610186 1.16494 0.529811 0.627529 0.682269 0.577422 0.523483 0.511844 0.505166 0.76014 0.577942 0.864774
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.060094999999999989 -0.40274499999999996 0.34489500000000001 0.084925000000000014 0.092635000000000009 -0.49837999999999999 0.10433000000000002 0.11603500000000001 -0.034289999999999994 0.11515000000000002 -0.40391999999999995 -1.0000000180025095e-35 0.10581000000000002 -0.082494999999999985 0.39574000000000004 0.086935000000000012 0.086765000000000023 -1.0000000180025095e-35 0.24280000000000004 -0.045004999999999996 0.11198000000000001 0.11215000000000001 0.087505000000000013 0.084050000000000014 0.083935000000000023 1.0000000180025095e-35 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 -2 -6 17 8 9 -5 11 14 13 -13 -3 20 -8 18 19 26 -15 22 -22 -23 -24 -18 27 28 29 -1
right_child=1 2 -4 7 5 -7 16 -9 -10 -11 -12 12 -14 15 -16 -17 25 -19 -20 -21 21 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00136806652945563 -0.0014034929598198639 0.001377895258674612 0.001085764704573709 -0.0014035606441538261 0.00094078916018656771 -0.001402307902302254 -0.0010061314418554775 -0.0010303334645130986 0.00051607500516864943 0.00079189806800004762 -0.0007941864599054823 -0.0014202379573062687 -0.001382166475710914 -0.00068397470111886572 -0.001149060453064112 0.0014398313991921727 0.0005289535484956703 0.0013955765666885593 -0.0010088831755130905 0.0013289712404753917 0.00063760319617293449 0.00027913721809708975 -4.5701528852002455e-05 0.0013799328493592743 -0.0015457191850451711 -0.00056449471699204074 -0.0013500553578102592 0.0018245303622457284 -0.00013912505341586833 0.00011375823849442135
leaf_weight=2.4101827453123517 0.34699408896267403 0.25276260171085629 1.4816433480009426 1.1737770538311449 5.3800542007666108 0.33841902017593373 0.9304342484101652 1.1434840796282513 4.5878452816978088 0.58079096861183632 2.786283334484323 0.45110252778977233 0.79597139824181873 0.87353661935776372 2.2126583502395105 0.97300046775490034 2.5859122185502197 0.24197111651301284 7.6006301380693904 0.58344511443283487 1.7654424849897625 1.6895693405531349 1.3422949486412061 1.7020353144034741 0.59857408143579949 1.0798061261884866 1.4042222546413539 0.24736636481247831 3.0756887826137245 0.98802699288353313
leaf_count=336 10 11 80 73 383 8 24 90 122 11 106 10 49 20 238 22 50 7 1406 25 35 62 46 85 22 29 298 9 132 111
internal_value=0 0.000144567 -4.58658e-05 -0.000411692 0.000675945 0.000802125 -0.000557516 2.62137e-07 0.00018607 -0.000676828 -0.000154436 -1.36021e-05 0.000198404 0.000332306 -0.000889989 0.000420694 -3.86968e-05 -0.000701586 -0.0007327 -0.000491664 0.000296297 0.000416939 3.7525e-05 0.000831558 -0.000508315 0.000206858 -0.000622393 -0.000470369 -0.000558056 -0.000937227
internal_weight=0 22.9903 16.9249 28.6336 6.06547 5.71847 21.1477 7.4859 6.34241 1.75457 15.4432 12.6569 10.1915 9.39556 2.46542 8.94445 4.59615 16.5515 16.3096 8.70893 7.97145 7.09792 3.70631 3.3916 1.94087 3.66572 8.12549 6.72126 6.4739 3.39821
internal_count=3910 1187 786 2723 401 391 2427 296 206 84 706 600 351 302 249 292 103 2324 2317 911 270 250 103 147 68 79 886 588 579 447
is_linear=0
shrinkage=0.00133392


Tree=363
num_leaves=31
num_cat=0
split_feature=1456 42 39 1365 16 156 1456 40 1429 15 158 1374 15 160 148 133 3 150 50 156 1 12 1375 157 4 151 401 2 52 16
split_gain=0.313936 0.300674 0.438345 0.406534 0.388568 0.367742 0.325086 0.293124 0.286284 0.319713 0.378789 0.312801 0.306021 0.321886 0.366714 0.329552 0.508249 0.312979 0.294577 0.279538 0.271226 0.500097 0.272619 0.298566 0.318604 0.270591 0.253704 0.242555 0.276236 0.232661
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085060000000000011 1.0000000180025095e-35 0.28937500000000005 0.013700000000000002 1.0000000180025095e-35 0.34489500000000001 -1.0000000180025095e-35 -0.24219999999999997 0.086290000000000019 0.098580000000000015 -0.19153499999999998 -0.096329999999999985 0.089690000000000006 0.093845000000000026 0.14320000000000002 -0.22988499999999998 0.11581000000000001 0.091280000000000014 0.13084000000000004 0.10700500000000002 -0.43271999999999994 -0.084354999999999986 -1.0000000180025095e-35 -0.035524999999999994 0.082755000000000009 0.086875000000000022 0.11588000000000002 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 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 5 3 6 7 -2 8 -4 -3 18 11 12 -11 17 15 19 -17 -14 -10 20 21 22 -15 24 -24 -1 -19 29 -29 -25
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 -12 -13 13 14 -16 16 -18 26 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.00061281613931455433 -0.0011918679848487398 -0.0023117331327914786 0.002417833341410314 -0.0027265281220644321 -0.002867137501088943 0.0016545995532028458 -0.0021907568830555504 -0.0030746325848654971 0.0026652860362995009 -0.0024431108623102203 -0.0030514276026445421 -0.0030878739591031421 0.0016424654008435147 -0.0012376972727423314 -0.0026752346609451748 -0.0030325122783988719 0.0015193235788815277 -0.002845615868021666 -0.0022004722195744656 -0.001275931786166365 0.0027180608625339089 -0.0031246543193594769 -0.0030298603428142914 0.0018130963205871052 0.0033128690154594505 -0.0030116042442010181 0.0026898476343420689 0.0016290285992946489 -0.0010696967029273341 -0.00013420732424910045
leaf_weight=0.26274316097260453 3.2733929520472915 0.42117157182656839 1.3431648801779363 0.49129497454851012 0.15713077085092653 0.45892237313091744 0.56586591253290031 0.092074744403362163 0.73494060995290666 0.37430070439586849 0.33676420990377742 0.26000468316488046 0.24005070328712463 0.55234930897130574 0.32821660046465773 0.54211098089581433 0.36333358171395957 0.68595016429025857 0.12982999242376536 0.61808642419055182 0.60632571263704527 0.29927052944549437 0.30908305340562947 0.7278366201790053 0.090880967676627011 0.59938084162422711 0.082227532693650573 4.7448968304670416 0.36201184391393315 2.1554763706517335
leaf_count=41 929 124 316 65 18 88 289 4 120 23 71 27 4 15 20 239 8 192 9 109 41 45 103 30 1 328 7 319 19 306
internal_value=0 -7.408e-05 8.86045e-05 -5.94922e-05 0.00157874 -0.000841869 2.48747e-05 0.00206548 0.000108653 0.000178744 6.77307e-05 0.000146459 0.000210739 0.000288905 0.000428032 0.000517601 -0.00120597 -0.00132559 0.00193478 0.000666709 0.000788633 0.000662049 0.000788775 0.000922183 -0.00158865 -0.00190702 -0.00225309 0.00104787 0.00143772 0.000357352
internal_weight=0 21.347 17.6147 16.0223 1.59237 3.73232 15.531 1.43524 14.9651 14.5439 13.6792 13.3424 13.0824 12.7081 11.6999 11.3717 0.905445 1.00823 0.864771 10.4662 9.84813 9.24181 8.94253 8.39019 0.399964 0.862124 0.768178 7.99022 5.10691 2.88331
internal_count=3910 3541 2524 2186 338 1017 2121 320 1832 1708 1579 1508 1481 1458 1255 1235 247 203 129 988 879 838 793 778 104 369 199 674 338 336
is_linear=0
shrinkage=0.00297793


Tree=364
num_leaves=31
num_cat=0
split_feature=1 52 0 3 3 11 47 48 15 50 0 160 15 0 49 51 50 2 133 160 403 52 484 133 457 124 16 48 42 15
split_gain=1.77269 0.91611 0.889236 0.765964 1.10299 0.72591 0.662131 0.760184 0.706517 0.763774 0.749021 0.566332 0.539675 0.622693 0.511854 0.510765 0.540904 0.494702 0.492633 0.463736 0.525845 0.463258 0.454156 0.656853 0.738251 0.548604 0.619941 0.464322 0.442287 0.685108
threshold=0.10113500000000002 -0.42985499999999993 -0.017269999999999997 -0.12008499999999998 -0.055684999999999991 0.08184000000000001 0.08801500000000001 0.12862000000000004 0.024640000000000006 0.11843500000000001 -0.10303999999999998 -0.08044999999999998 0.079360000000000014 0.10302000000000001 -0.13451999999999997 -0.097124999999999989 0.083215000000000011 0.11462500000000002 0.032270000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092885000000000009 0.085815000000000016 -0.0023199999999999996 -0.0015249999999999997 -0.082254999999999981 -0.063614999999999991 0.086455000000000018 0.083725000000000008 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 19 12 7 8 9 11 -10 17 18 -14 -6 -16 22 -3 -1 -5 -21 28 23 -17 -25 -26 27 -27 -22 -30
right_child=1 2 -4 4 14 -7 -8 -9 10 -11 -12 -13 13 -15 15 16 -18 -19 -20 20 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0009362716953670077 -0.0015381788279799282 -0.00051343105055329111 0.0012460422071387438 -0.0014680757386782528 -0.0015829663810157592 -0.001188663618762493 -0.00028122633878414297 -0.00073076074521884801 0.00072577994937616738 -0.00093154689838534832 -0.001305172748628289 0.0012924814305363937 -0.0015761711677674635 0.0011697680569155993 -0.0012377910397263427 -0.0014499451896479647 -0.0012791350283200646 0.0015754304393927861 -0.00047192644976746498 -0.0013876314613931286 -0.00083376644877071948 -0.0015651425328526136 0.00091747741106897756 -0.0015177463491922152 0.0013858562797837738 0.00121063828770064 -0.00038779383257889747 -5.3389623168872597e-05 -0.0005813151625999372 0.0007282544631050722
leaf_weight=2.7605321928858788 0.65262894227635371 0.86776390066370168 2.0142001477070126 2.2486302462639332 0.57533626281656403 0.81704060512129206 4.9527541985735306 1.158461846411228 0.85410404577851295 0.5109472544863819 0.82872359943576135 4.0545759899541736 0.594744766014628 0.2819734625518322 0.85738276387564738 0.70876757334917417 0.72643933782819736 0.37657034141011536 0.72694499907083798 2.0267194421612684 2.8312555613229007 0.8599106678739189 1.3036983864149085 0.61068215547129145 0.83317999495192907 1.4014656641520518 3.1893284866819229 1.2952005350962279 2.2378538317279895 1.5776389011880381
leaf_count=77 115 34 162 702 23 67 199 29 22 23 39 323 62 5 95 67 52 41 30 669 318 146 27 18 38 38 88 23 259 119
internal_value=0 0.000228447 0.000302268 -0.000401319 -0.000519089 0.00012792 0.000162533 0.000416583 0.000593977 0.000845497 -0.000274381 0.00101685 0.000374403 -0.000693012 -0.000183824 -0.00011015 -1.4128e-05 0.000118717 0.000642741 -0.000846372 -0.000699731 -0.000514006 8.42363e-05 -5.08982e-05 8.4384e-05 0.000229996 6.63806e-05 0.00060353 -0.000378017 -3.98312e-05
internal_weight=0 16.2707 15.6181 28.4647 23.2835 5.18124 13.6039 8.65115 7.49269 5.80986 1.68283 5.29891 4.3642 0.876718 11.5015 10.9261 10.0688 1.24433 3.48748 11.782 9.53338 7.50666 9.34232 8.03862 7.32986 6.71917 5.88599 2.69667 6.64675 3.81549
internal_count=3910 987 872 2923 2682 241 710 511 482 421 61 398 174 67 469 446 351 75 107 2213 1511 842 299 272 205 187 149 61 696 378
is_linear=0
shrinkage=0.00152193


Tree=365
num_leaves=31
num_cat=0
split_feature=1 484 39 51 3 1348 16 16 0 3 133 52 150 403 3 457 42 157 16 150 1374 2 48 48 16 52 48 448 12 2
split_gain=0.313975 0.328326 0.313732 0.331818 0.306754 0.300086 0.307429 0.328082 0.318158 0.29537 0.38805 0.387188 0.374017 0.316558 0.348919 0.343449 0.321575 0.291544 0.46238 0.410511 0.34089 0.338647 0.331882 0.292676 0.285207 0.254667 0.423314 0.249817 0.230085 0.237346
threshold=0.087545000000000026 -1.0000000180025095e-35 0.005105000000000001 -0.40274499999999996 0.31335500000000011 0.094400000000000012 0.064860000000000015 0.67964000000000013 -1.0000000180025095e-35 -0.115685 -0.090054999999999982 0.11401500000000002 0.09202500000000001 -1.0000000180025095e-35 0.14320000000000002 -0.066264999999999991 -0.09361499999999999 -0.077294999999999989 -0.069144999999999984 -1.0000000180025095e-35 0.090240000000000015 0.089910000000000004 0.12675000000000003 0.081315000000000012 -0.008734999999999998 -0.11051499999999999 0.091555000000000011 -0.080249999999999988 0.098355000000000012 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -3 -11 12 13 14 -12 -15 -17 24 19 -19 21 23 -23 -21 -2 26 -18 -5 29 -27
right_child=2 9 3 27 -6 -7 7 -9 -10 10 11 -13 -14 15 -16 16 25 18 -20 20 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0029196984247946713 -0.0011130467595703356 0.00055058662962607203 -0.0029859077451944503 -0.0027259840883138943 0.0021974631085645022 0.0030500343721175235 -0.0020470639794285478 0.002184048469744705 0.002257934163123458 -0.0029230887377832988 -0.0029140808428370925 -0.0029877986214941494 -0.0030466674393662425 -0.0029994751203410793 0.0030689201797805756 -0.0029664321199954226 -0.0029446729205991852 -0.0024758309814904966 -0.0017422739153264931 0.0001317614429733054 -0.0027961668072739284 0.0018071870353431904 -0.0010919639236357172 -0.0028977638420154225 0.0025511210842115379 0.00056590465488607928 0.0019242181649428217 0.0017007585545504491 -0.00089204371380748081 0.0022605604651562607
leaf_weight=0.46291467073024151 0.25727431353880093 2.0596311869448973 0.15186592331156168 0.11357889790087994 0.48707456851843822 0.23875400994438756 1.2083553000411473 0.17691173381172109 0.48253260471392323 0.60424954759946459 0.54004570878168934 0.48168600125063665 0.38413480628514651 0.27091052508330893 0.096789110451936722 0.23143624063231971 0.40468851180048648 0.49004431196953735 1.5888471162470565 1.7610555220453528 0.27833236521109928 1.8669487007136925 0.40454329177737225 0.31683408305980254 0.58701569749973259 2.0079014606017207 0.23926592181669548 1.9571611140854643 0.5453341552929486 1.0650764534948391
leaf_count=455 33 149 10 3 122 17 266 13 61 348 496 262 91 48 2 69 118 35 264 246 16 106 11 15 45 144 15 355 46 49
internal_value=0 -0.000536825 0.000166895 0.00115431 -4.94428e-05 -0.000162766 -0.000244207 -0.00150671 -2.65034e-05 -0.000413317 -0.000702232 -0.000488112 -0.000279997 -8.32397e-05 -0.00200476 0.000173589 0.000364882 -0.000172488 -0.000374799 4.97439e-05 0.000317186 0.00051642 0.00129086 -0.000330177 0.00143457 0.000545769 -0.0011356 0.00145795 0.000845004 0.00115326
internal_weight=0 9.39406 12.3671 2.22261 10.1445 9.65745 9.4187 1.38527 8.03343 8.93115 6.87152 6.26727 5.78558 5.40145 0.636835 4.76461 4.4937 7.5509 6.70661 5.11776 4.62771 4.34938 2.27149 2.07789 0.84429 4.26227 0.643954 2.07074 3.61831 3.07298
internal_count=3910 2292 1618 368 1250 1128 1111 279 832 1837 1688 1340 1078 987 498 489 441 771 693 429 394 378 117 261 78 372 133 358 239 193
is_linear=0
shrinkage=0.00290183


Tree=366
num_leaves=31
num_cat=0
split_feature=4 12 12 150 3 151 132 151 50 47 14 150 9 3 52 1 15 43 13 1 15 457 457 38 48 160 52 1186 1186 48
split_gain=1.82079 1.15252 1.09136 0.996184 0.802581 0.783891 0.749276 0.618262 0.734919 0.634639 0.910474 0.58805 0.463436 0.477418 0.675193 0.460705 0.449545 0.446619 0.44288 0.53778 0.469165 0.433356 0.440686 0.397711 0.387047 0.356347 0.417222 0.355975 0.890123 0.328419
threshold=0.28937500000000005 0.080120000000000011 -1.0000000180025095e-35 0.081245000000000026 0.097615000000000021 -0.086769999999999986 0.080815000000000012 -0.0095999999999999992 0.11901000000000002 0.096475000000000019 -0.46879999999999994 0.082590000000000011 -1.0000000180025095e-35 0.24227500000000002 -0.0093349999999999978 0.086430000000000021 0.079360000000000014 -0.17307499999999998 0.16421000000000002 0.11561500000000001 0.088345000000000021 0.084715000000000013 0.090920000000000015 1.0000000180025095e-35 -0.36174999999999996 -0.23073999999999997 -0.08799499999999999 0.085080000000000003 0.085440000000000016 0.095090000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 7 17 11 12 -4 9 10 -9 -1 -7 16 -15 -8 23 18 20 -20 -3 24 -23 25 -19 -14 -27 -26 -29 -28
right_child=2 4 3 -5 -6 6 15 8 -10 -11 -12 -13 13 14 -16 -17 -18 21 19 -21 -22 22 -24 -25 27 26 29 28 -30 -31
leaf_value=-0.00017748332130471602 0.0015429419439646577 -0.00054528092300904689 -0.0014915949508822681 0.0013593769581629086 0.00012198377926023032 0.00077835184235919795 -0.0002167190189799548 -0.00083233105290787509 -0.00162083123242992 -0.00087540458193542594 0.0015614988055103216 0.0014619958989162416 -0.0016186793804086395 0.0015501430318211173 -0.00061103862328587783 0.0015649025850708882 -0.0015529646820748044 0.001735115239693324 -0.0015740733416588788 0.00012138544048109846 0.0012438150613790309 0.00042724770000952518 -0.0011071291764061597 -0.0015945899490574659 -0.0011696944639558718 -0.0010057275964174897 -0.00048496067068775343 0.0017454197483272979 -0.0015505042795357399 0.00025687396051908904
leaf_weight=1.2687896438874333 1.1458192414138464 0.79740229528397966 0.95480976067483458 0.87827358045615245 1.6834399001672853 0.54381202231161552 0.75034364592283853 0.53841439541429381 0.58372440375387658 0.76084485836327065 1.1436790041625486 0.83633489930070926 0.69706787308678109 0.52860941831022501 0.90040029399096855 0.60328139504417777 1.3867198699153949 0.10951325297356618 1.1281284017022697 0.69757638499140728 0.58581660268828273 0.89034279738552757 0.8364402768202126 0.93592076515778977 18.102113563800231 2.7967903011012814 6.4469528328627295 0.33455457678064604 0.43331920809578151 1.7477679750882087
leaf_count=43 201 41 27 72 33 42 25 11 13 12 90 51 29 45 30 39 62 1 112 20 16 34 61 43 2360 109 182 4 50 52
internal_value=0 -0.00067943 0.000210338 -0.000103861 -0.000891039 -0.000400824 -0.000507027 -0.000426636 -9.06779e-05 0.000274942 0.000795268 0.000473858 -0.000598855 -0.000647361 0.000188411 0.000577311 -0.000732601 -0.000962348 -0.000435424 -0.000926262 0.000212431 -0.00104401 -0.000315993 -0.00064249 -0.00111024 -0.000566254 -0.00049951 -0.00112676 -0.000114505 -0.000326742
internal_weight=0 45.0414 6.00557 4.85975 25.5986 19.4428 17.3377 3.98147 3.02666 2.44294 1.68209 2.10512 15.984 15.4402 1.42901 1.35363 14.0112 23.9152 3.20892 1.8257 1.38322 20.7063 1.72678 12.6245 18.9795 11.6886 10.9915 18.87 0.767874 8.19472
internal_count=3910 3484 426 225 2732 752 658 153 126 113 101 94 594 552 75 64 477 2699 189 132 57 2510 95 415 2415 372 343 2414 54 234
is_linear=0
shrinkage=0.00151791


Tree=367
num_leaves=31
num_cat=0
split_feature=1 12 3 484 3 3 51 40 150 403 4 48 124 15 42 52 42 403 1212 1 14 47 15 4 52 0 133 40 42 150
split_gain=2.01078 1.09205 0.973755 0.907125 0.870005 1.10301 0.867531 0.922476 0.757769 0.67515 0.644927 0.975593 0.643023 0.549899 0.704509 0.783355 0.565006 0.510823 0.563799 0.504213 0.49905 0.516943 0.495742 0.596046 0.43827 0.431963 0.407511 0.648103 0.400314 0.397861
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.0043499999999999988 -0.115685 0.084925000000000014 -0.40274499999999996 0.34489500000000001 0.081245000000000026 -1.0000000180025095e-35 0.22584000000000001 0.11930500000000001 -1.0000000180025095e-35 0.041585000000000004 0.081685000000000021 0.091715000000000005 -0.089024999999999979 1.0000000180025095e-35 -0.50114499999999984 0.10720500000000001 -0.46879999999999994 0.096475000000000019 0.079360000000000014 -0.17479499999999998 -0.087094999999999992 -0.11524 -0.0023199999999999996 -1.0000000180025095e-35 -0.09602999999999999 -0.099594999999999975
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 22 9 -2 26 10 -6 29 20 -11 25 16 17 28 -16 -19 -10 -12 -22 -5 -24 -7 -14 27 -8 -15 -3
right_child=1 2 -4 4 5 24 7 -9 19 12 11 -13 13 14 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012363353233882544 -0.0013583713207652797 0.00087703638161990244 0.0010712714266867195 0.00038263876834014604 -0.0011919224313553069 -0.00061450982743255689 -0.0008581813992348178 -0.0013493887556655408 0.0010308667273466888 0.00034191439274403013 -0.00063334942967978607 -0.0012746601403596622 4.3499229332869812e-06 -0.0013062644297178344 0.00098775477821577001 -0.0012968376501661142 -0.0013519964165183878 0.0011893028860350265 -0.0013026060745952052 -2.9230979700717768e-06 0.00085104099115705363 -0.00015581591334225619 0.0010046466135333059 -0.0013263577167944554 0.00025525804883264698 -0.00098369375867896221 0.0010836901574760274 0.0013522872259511716 0.00073223799973166437 -0.00066849599807759807
leaf_weight=1.9500705470563868 0.33925469871610392 0.29039112385362198 1.2137269736267615 3.7475441386923221 2.7963788793422379 1.2442970438860355 0.49616820132359862 0.3200564682483672 1.3163006613031023 1.3627898984123099 0.82284413184970606 0.79746669763699163 0.84991274960339502 0.23559910128824413 1.3826540426816798 0.47011500690132368 1.2509778835810719 0.23622142511885624 0.41280227911192902 1.9187311355490235 2.2695651336107407 1.3432235755026338 0.25140324560925364 0.65306853689253319 4.1766107152216128 5.2871139530325086 3.9328206579666611 0.3936156416311859 0.4929549735970794 5.4198317165719345
leaf_count=485 10 9 80 112 746 53 17 8 48 48 20 28 40 34 26 143 138 9 77 67 96 20 4 67 76 637 330 36 28 418
internal_value=0 0.000141007 -3.45859e-05 -0.000391495 -0.000325199 -0.000440711 0.000634035 0.000765471 -0.000129252 -0.00062278 -0.000290945 3.5266e-05 -0.000489943 -0.000596706 -0.000254128 0.000199569 -0.000827525 0.000545826 -0.00039564 0.000417715 0.000270773 0.000476695 0.000176337 -0.000678441 5.56144e-05 -0.00084686 0.000905825 0.000119668 7.30291e-05 -0.000589899
internal_weight=0 20.874 15.3921 26.8005 24.8504 20.1984 5.48192 5.14266 14.1784 14.7775 10.9433 5.2331 11.9811 10.6184 4.48132 2.50179 1.97953 2.03168 0.649024 3.23503 4.43563 3.61279 4.65202 0.904472 5.42091 6.13703 4.8226 0.889784 0.728554 5.71022
internal_count=3910 1187 786 2723 2238 2055 401 391 706 1926 591 164 1180 1132 455 255 200 112 86 115 136 116 183 71 129 677 383 53 62 427
is_linear=0
shrinkage=0.00128638


Tree=368
num_leaves=31
num_cat=0
split_feature=9 2 403 123 4 2 1374 484 453 1447 123 3 0 15 160 4 2 52 43 42 1374 1 42 42 0 2 151 4 3 11
split_gain=0.313499 0.329323 0.37129 0.348933 0.325979 0.452323 0.302241 0.294688 0.268398 0.27632 0.251119 0.361645 0.365897 0.304014 0.368719 0.512552 0.275298 0.30907 0.330084 0.360409 0.240759 0.299895 0.533089 0.363013 0.404363 0.479691 0.388923 0.315948 0.371936 0.416784
threshold=-0.016839999999999997 0.089910000000000004 -1.0000000180025095e-35 0.088610000000000008 -0.49837999999999999 0.11085000000000002 -1.0000000180025095e-35 -0.0043499999999999988 0.10963500000000002 -1.0000000180025095e-35 0.090655000000000013 0.086245000000000016 -0.066689999999999985 -0.11739999999999999 -1.0000000180025095e-35 0.24280000000000004 -1.0000000180025095e-35 -0.089799999999999977 0.0033500000000000005 -0.09602999999999999 0.090240000000000015 0.079945000000000016 -1.0000000180025095e-35 0.09901500000000002 0.047345000000000005 0.10393500000000001 -0.082164999999999988 -0.045299999999999993 0.12046500000000002 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 -2 4 5 -3 -4 -8 9 -6 11 12 13 -9 -15 16 -16 -18 19 -19 21 22 -11 24 25 26 -24 -23 29 -29
right_child=1 3 6 -5 8 -7 7 10 -10 20 -12 -13 -14 14 15 -17 17 18 -20 -21 -22 27 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0027058761185629748 -0.0024364115931026927 -0.0030140892642951892 -0.0029766533168508425 0.0021362356865693693 -0.0022754304227056727 0.0020026334446811901 -0.0024233745890580079 -0.0030263208357833586 -0.0028572836103043231 -0.0029149555930825469 -0.0028555145948079871 0.0016240343515406314 0.0009683353693909644 -0.0021956759260812119 -0.0026799908263500727 0.0030846259436247024 -0.0029233917580411936 -0.0031455081413505987 -0.00235197540923523 0.0010916154742052421 -0.0020809927494004963 -0.00051933601708950452 -0.0030749441291181298 -0.0029647021329778016 0.0019681804300951959 -0.0029821823686572969 0.00099250286018815153 0.0019476979282108588 -0.00016751536686846719 -0.0017762378915475107
leaf_weight=0.31665172672365116 0.84853916075371927 0.60978945344686408 0.37145089742262172 0.67513438838068474 0.36521878241909966 0.19991972355637699 0.51401038638141727 0.42734025398385878 0.24645057751331556 0.54155247495509273 0.27782548777759064 0.93732953374274064 1.4418880882440053 0.83031312163802873 0.40115929063176947 0.38846012577414502 0.29026395552500917 0.18541360160452458 0.34944840740354255 1.8084115590318035 0.34748155475244935 1.2344865567283703 0.22787355849868296 0.28253335438785132 1.0092432629317043 0.43124027311569069 1.4503640682523906 3.0682385470136073 1.3300353778176939 0.27427692763740186
leaf_count=121 668 106 54 133 110 16 308 63 16 328 16 78 126 245 61 14 97 27 133 147 41 122 34 164 31 88 184 237 119 23
internal_value=0 -0.000195276 -0.000613585 0.000113402 -4.14026e-06 -0.00177544 -0.000425493 -0.000304804 0.000128549 0.000198216 -0.0001564 -5.01852e-05 -0.000306493 -0.000699194 -0.000465391 -4.56971e-05 -0.000446398 -0.000106161 0.000242812 0.000697589 0.00028681 0.000370341 -0.000247819 0.000176847 0.000461448 -0.000259422 0.000440219 0.000782949 0.00112701 0.00164212
internal_weight=0 21.3657 9.07185 12.2938 11.6187 0.809709 8.22331 7.85186 10.809 10.5625 7.33785 7.06003 6.1227 4.68081 4.25347 3.42316 3.0347 2.63354 2.34327 1.99383 10.1973 9.84984 3.94281 3.40125 3.11872 2.10948 1.67824 5.90704 4.67255 3.34252
internal_count=3910 3789 2037 1752 1619 122 1369 1315 1497 1481 1007 991 913 787 724 479 465 404 307 174 1371 1330 829 501 337 306 218 501 379 260
is_linear=0
shrinkage=0.00289434


Tree=369
num_leaves=31
num_cat=0
split_feature=1 39 0 3 16 2 48 0 51 50 48 16 48 4 48 52 133 133 3 2 13 49 3 47 14 16 12 50 15 4
split_gain=1.65909 1.32498 1.13164 1.06258 0.931394 0.91519 1.11029 0.944142 0.823177 0.692848 0.757503 0.655587 0.597821 0.593209 1.43982 0.576531 0.552735 0.703466 0.839001 0.800044 0.772619 0.712771 0.633316 0.505223 0.619565 0.481135 0.485219 0.601667 0.45035 0.569599
threshold=0.085835000000000009 0.005105000000000001 -0.070894999999999986 0.16699000000000003 0.13514000000000004 0.082715000000000025 0.086870000000000017 1.0000000180025095e-35 -0.40274499999999996 0.087830000000000019 -0.09386499999999999 0.67964000000000013 0.088875000000000023 0.0057500000000000008 0.11930500000000001 0.086950000000000013 -0.090054999999999982 -0.088724999999999984 -0.084129999999999996 0.084065000000000015 -0.10023999999999998 -0.0090499999999999973 -0.081584999999999977 0.084695000000000006 0.087810000000000013 -0.078844999999999985 0.098355000000000012 0.10030500000000002 -0.0063699999999999989 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 7 9 25 -3 10 -7 -6 28 -8 -15 16 -1 -18 -19 -20 -21 22 -22 24 -10 26 27 -2 -4 -30
right_child=1 8 12 -5 11 6 13 -9 23 -11 -12 -13 -14 14 -16 -17 17 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015711292743320249 -0.0012014977947427796 -0.0016230472984442206 -0.0015589177499092013 0.0009934740576769813 -0.0012428283577932706 -0.00096341604614433773 -0.0010552040592673175 0.0013334471669463766 0.0014179587411102673 -0.00084403099508349006 0.001088680650360537 0.001109403791027112 0.00081696304953366979 0.00098761282174238563 -0.0010799578652542674 -0.0014518892206165153 0.0021313330318666352 -0.0012235948066705387 0.0010532711049283351 0.00051477003161552531 0.0013345739551295672 -0.0015707408286931655 -0.00090566779205052789 0.00019665443017828196 -0.0011958401501292676 -0.0012224531493359001 0.00040178593593427457 0.00069424139171188782 -0.00089132565931929946 0.00020245537850721308
leaf_weight=1.3017448283499096 1.7514778641052635 0.32584152463823546 0.57953867351170618 1.9058316550217558 2.7047122358344491 0.4727415908128022 1.6881975627038626 0.59579320019111026 3.1693315054289992 0.61703009554184962 4.3770636932458711 0.3136249454692005 1.5071859573945401 1.8018080843612554 1.4352216171100733 2.614585548406466 0.23553399462252755 2.9584604655392441 0.98486426123418347 1.274963781237602 0.48657439625822008 1.6986138988286259 0.77772147883661069 1.6252830219455061 0.23075913079082955 2.4643017966300298 1.3244582402985541 0.51351768011227239 1.6214418433373787 3.7204745050985362
leaf_count=191 144 10 115 150 257 16 47 32 295 23 153 13 49 31 42 644 4 504 41 25 13 335 31 61 6 352 41 37 68 180
internal_value=0 6.19378e-05 -0.000523883 -0.000105475 -0.000209882 -7.02208e-05 0.00021527 -0.000516393 0.000749137 0.000693086 0.00088865 -0.000998416 -4.90185e-05 -0.000315089 7.09014e-05 -0.000809911 -0.000637198 -0.000492755 -0.000568301 -0.000197105 -0.000487687 -0.000919053 -4.34928e-05 0.000902948 0.00124056 -0.000698448 -0.000338699 -0.000771698 -0.000269436 -0.000129542
internal_weight=0 27.317 19.7617 21.9658 20.0599 17.0416 10.3921 6.64955 5.35122 5.46684 4.84981 3.01834 7.42864 4.92523 3.23703 12.3331 9.71848 8.41673 8.1812 5.22274 4.23787 2.96291 1.2643 5.02537 3.40009 6.05376 3.58945 2.265 5.92146 5.34192
internal_count=3910 1710 2200 1338 1188 918 312 606 372 192 169 270 412 120 73 1788 1144 953 949 445 404 379 44 362 301 574 222 181 363 248
is_linear=0
shrinkage=0.00154009


Tree=370
num_leaves=31
num_cat=0
split_feature=4 11 1213 484 150 151 1425 403 48 43 3 160 15 1 40 148 48 16 52 49 128 1 9 16 0 403 13 15 133 147
split_gain=0.29692 0.34655 0.296681 0.29646 0.374457 0.284047 0.291642 0.27442 0.265775 0.403251 0.326043 0.312538 0.300402 0.551646 0.330426 0.3108 0.287697 0.265624 0.433735 0.268742 0.248858 0.334401 0.345984 0.349958 0.281648 0.326924 0.339078 0.250805 0.239114 0.23054
threshold=0.27020000000000005 0.08184000000000001 -0.082704999999999987 -0.0043499999999999988 0.094545000000000018 -0.27336999999999995 0.10625000000000001 -0.092224999999999988 0.016865000000000002 -0.049504999999999987 -0.13927999999999999 -0.40446999999999994 -0.0063699999999999989 0.095575000000000007 -1.0000000180025095e-35 0.10530000000000002 0.084500000000000006 -0.094359999999999986 -0.080899999999999986 -0.069934999999999983 0.086435000000000012 1.0000000180025095e-35 0.084755000000000011 0.13514000000000004 -0.13870499999999999 0.090530000000000013 -0.5337599999999999 0.035895000000000003 -0.09590499999999999 0.086955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 -5 11 -10 -11 -9 13 -13 -15 20 -12 -18 -19 -20 21 24 23 27 -14 26 -26 -23 -28 -3
right_child=5 29 3 7 -6 6 -8 8 9 10 16 12 15 14 -16 -17 17 18 19 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0039988581340956123 -0.0032912066980264076 -0.0040384626320760422 -0.0034582290142400043 -0.003061023611724039 0.0021493973957831636 0.0015431673022400488 -0.0045657905095502953 -0.0040302506876500176 0.0023761173682421539 0.0041368120289464582 0.0036355944550650011 -0.0038302555536621915 -0.0042635322230326241 -0.0034653825011400222 0.0007470285854765409 -0.0041573954868267511 -0.0020452085567122667 -0.001756329642373344 -0.0016065897138885343 0.0031120947573388584 -0.00301446877878457 0.0040340639761388348 -0.0037728557797915255 -0.0014726125980593049 -0.0043467896906809475 -0.0040659950831396299 -0.0040166794436826561 0.0012873805513382651 0.0010734107870853792 0.002771778770183515
leaf_weight=0.33441772330843988 0.23338108696043525 0.60470300930319254 0.85222088138108165 0.4735292507975889 0.24167139024939388 2.7572885727859098 0.12935581593774248 0.35608791731647649 1.6285344306379554 0.28046336187981102 0.26875707670114879 0.9337077242089501 0.25526626594365209 0.36679749446921039 1.49213143333327 0.24831350659951557 1.2910908560152172 0.8971051337430257 0.24962941172998432 0.81019522581482162 0.32586202555103216 1.0346984919160616 0.1758056537946685 0.38768718286883075 0.2176254317164491 0.27753173990640778 0.1541774229554046 1.0683477237762415 2.7242275935277172 0.090332460589706898
leaf_count=348 20 157 532 377 21 448 4 213 222 11 15 412 5 14 89 10 87 76 27 52 85 80 31 64 3 60 71 124 249 3
internal_value=0 -0.000400214 -0.000289898 -0.000216986 -0.00221935 0.000928275 0.00126941 -7.93795e-05 1.20406e-05 0.000720836 1.09305e-05 -0.000371835 -0.000237008 -0.00133665 -8.415e-05 0.000210022 -0.000318109 -0.000645258 0.000278365 0.00200066 0.000373811 0.000549196 0.00161828 0.00199881 -0.000236389 6.83311e-05 0.000438937 0.00263875 0.000800768 -0.00315335
internal_weight=0 18.0409 17.3459 17.0115 1.09389 3.12003 2.88664 15.9176 15.444 5.42578 3.79724 10.0183 9.66218 2.79264 1.85893 6.86954 3.51678 3.24802 1.95693 1.05982 6.62123 6.29537 2.66654 2.49073 3.62883 3.37356 3.09603 2.10305 2.87841 0.695035
internal_count=3910 3438 3278 2930 553 472 452 2377 2000 490 268 1510 1297 515 103 782 257 242 155 79 772 687 299 268 388 383 323 204 320 160
is_linear=0
shrinkage=0.0039763


Tree=371
num_leaves=31
num_cat=0
split_feature=4 12 151 15 3 38 124 457 43 457 122 1348 13 1 13 132 52 16 4 130 130 42 3 3 12 0 160 133 133 1
split_gain=1.1548 0.801163 0.702596 0.616884 0.571279 0.534312 0.507565 0.506401 0.541643 0.50181 0.489172 0.438713 0.428485 0.523814 0.399137 0.483998 0.590024 0.390972 0.384927 0.350378 0.733059 0.377106 0.373953 0.682976 0.584151 0.503724 0.462356 0.457811 0.349471 0.34522
threshold=0.27020000000000005 0.084100000000000022 -0.27336999999999995 0.084050000000000014 0.10666500000000002 1.0000000180025095e-35 -0.082254999999999981 0.084715000000000013 -0.17307499999999998 0.090920000000000015 0.089350000000000013 0.084620000000000015 0.16421000000000002 0.13026000000000001 -0.10547499999999999 0.080815000000000012 -0.087094999999999992 -0.19424999999999998 0.25367000000000006 -0.083489999999999995 -0.088449999999999987 -1.0000000180025095e-35 -0.078884999999999997 -0.074234999999999982 0.087020000000000014 -0.060094999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 8 12 -9 11 14 -3 18 28 16 -16 -18 -14 20 -10 -21 25 26 -25 -23 -24 -28 -8 -27
right_child=2 4 -4 -5 -6 -7 10 9 19 -11 -12 -13 13 -15 15 -17 17 -19 -20 21 -22 22 23 24 -26 29 27 -29 -30 -31
leaf_value=0.00093928325120891864 -0.0014160029100946606 0.00070033964019551435 0.00071173189780430221 -0.0010767925340919515 0.00046336735593533514 -0.00091682381912342749 -0.00062098268883348576 0.0011931760086381154 -0.0015917156122995703 -0.00084540215436844889 -0.0015863018030175626 0.0014387638585989032 -0.0016759830530740758 0.0016458859472355295 -0.0010382945506900918 0.0013202994438384589 -0.00096341531028455935 0.00015595529603536782 0.0004739370909893665 -0.0015859074720002888 0.0020789276808405115 -0.0014451684464157238 -0.0015841384542498874 0.0018672274845295208 -0.0016179469133260308 5.6217302015831303e-05 0.0010378661126996544 -0.0015848440263514074 0.0012469922162990201 -0.0015067857906850492
leaf_weight=1.7868127716937987 0.41721465275622893 1.0604930780827975 4.7052399163367218 1.261873225797898 1.3061432745307673 1.2446184813743446 0.32160487701185037 0.71172485954593756 0.25345707085216418 0.51317533862311393 0.43959164991974908 0.57644948153756637 0.77189890563022323 0.20440436154603947 1.6072133631096148 0.56649844651110548 0.88014166918582404 6.1872266088030488 0.28033615066669881 1.8443440561531996 0.28590704500674746 3.0678862479980982 0.26619269337970752 0.13331815600396524 1.0875251514953559 1.2395035803783683 1.1948759890510703 0.19056507421191771 1.0707647727103857 0.48568988405168045
leaf_count=130 20 51 452 153 30 63 27 27 48 52 15 21 105 16 143 29 26 282 3 676 2 804 89 1 258 49 82 87 67 102
internal_value=0 -0.000267277 0.000538432 -2.24427e-05 -0.00052929 6.81822e-05 0.000159424 -0.000624686 -0.000720151 0.000339108 3.98086e-05 0.000103576 -3.52574e-05 -0.000656037 3.1194e-05 -8.69838e-05 -0.000178887 1.65534e-05 -0.0011032 -0.000878072 0.000354025 -0.000947951 -0.000794458 -0.000346114 -0.00123736 -0.00106315 0.000312672 0.000677117 0.000815534 -0.000383811
internal_weight=0 30.8402 5.12245 15.9428 14.8974 14.6809 13.4363 13.5913 12.3664 1.2249 11.6495 11.2099 2.31713 1.25664 10.6334 9.24108 8.67458 7.06737 1.05224 10.0493 0.539364 9.5099 7.66556 2.87248 1.22084 4.79308 1.65163 1.38544 1.39237 1.72519
internal_count=3910 3438 472 956 2482 803 740 2452 2373 79 610 595 175 124 574 480 451 308 108 2198 50 2148 1472 517 259 955 258 169 94 151
is_linear=0
shrinkage=0.00157143


Tree=372
num_leaves=31
num_cat=0
split_feature=4 1348 484 14 401 160 11 3 13 1 124 49 13 403 133 124 4 150 1365 403 15 3 4 52 474 484 457 457 43 42
split_gain=0.29064 0.313416 0.403547 0.372692 0.319461 0.283026 0.274561 0.37469 0.322831 0.36091 0.385365 0.358221 0.311842 0.317036 0.301717 0.28412 0.301072 0.266145 0.26085 0.264084 0.256654 0.244724 0.237906 0.236656 0.239417 0.345164 0.235972 0.383401 0.349446 0.342032
threshold=0.51224500000000017 0.093505000000000019 -0.0043499999999999988 0.078275000000000025 0.10072000000000002 -0.40446999999999994 0.088315000000000018 -0.14218999999999996 -0.083514999999999992 0.08844500000000001 -0.25305999999999995 -0.10837499999999999 -0.076679999999999984 -0.088854999999999976 -0.0056849999999999991 -0.061329999999999989 -0.41745999999999994 0.094545000000000018 0.084525000000000017 0.088015000000000024 0.083935000000000023 -0.10140999999999999 -0.48072499999999996 -0.42985499999999993 0.084835000000000008 0.09129000000000001 -0.23052999999999998 -0.067474999999999993 0.083940000000000015 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 22 9 11 -11 -9 -10 -14 -13 -15 -17 -1 19 23 21 -16 -7 -18 25 26 -25 -28 29 -29
right_child=-2 -3 3 -5 -6 6 -8 8 12 10 -12 14 13 15 20 16 18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0030701303200037101 0.0028267210815980611 0.0035768096740166348 -0.0024491410525444065 -0.0031283588713493372 -0.0035156991542954941 -0.0013563395647568236 -0.0018894491336642514 -0.00377409370970284 -0.0030138799000453669 -0.0030616563537427008 0.0026286888382813373 -0.0028607270005892478 -0.0033636299460705725 0.0019413396532456792 0.0034106905160069464 -0.0036689893506398744 -0.0036310543454267782 0.0013096149985172719 -0.0037018310519469177 -0.0036264812273195776 0.0036072507717981647 -0.00023401706795086316 0.0026252552530242165 0.0035721691615694219 0.0026467700024270274 -0.0037251157944124184 -0.0037933190807457728 -0.0023982934668072687 -0.0027275227355143079 0.00077300126238913944
leaf_weight=1.0104201011708998 0.40886614273767818 0.27520258812000875 0.59533865054255386 0.533125119516625 0.34309733823465549 0.23346132025471877 0.87498783416231063 0.29133998783072446 0.53375891533507491 0.17067624675109971 1.6066384787263812 0.31214017205638844 0.39174092015311046 0.83976147850627292 0.28446514089591857 0.32184928370408172 0.21348962269259164 0.21881980530451972 0.25562897778581906 0.25334241184464179 0.3811901045119156 1.488618116389282 1.1671393354772792 0.26055766106583877 0.49018839062773611 0.30143392010359082 0.31567462068051799 0.4803955683892206 0.46606026706285764 5.3605924877773345
leaf_count=581 168 30 287 94 173 29 106 26 172 8 196 150 351 137 9 73 110 22 17 123 29 175 91 10 43 28 14 68 119 471
internal_value=0 -0.000239398 -0.00029192 -0.000161012 -7.42508e-05 -8.25184e-06 7.57692e-05 0.000180491 1.44011e-05 0.000817015 0.00208224 1.60151e-06 -0.00033277 -0.000188955 0.000447598 -5.88517e-05 -0.000251493 -0.00229048 -0.00012051 -8.06555e-06 0.000926952 0.000350723 0.00196158 0.000108143 0.000212155 4.60492e-05 0.000211197 7.89661e-05 0.000272778 0.000512176
internal_weight=0 20.2711 19.9959 18.7667 18.2336 17.8905 17.2951 16.4201 15.0195 4.53507 1.77731 2.75775 10.4845 9.95072 2.46641 9.55897 8.71921 1.22924 8.39736 8.14173 2.15427 1.77308 1.4006 7.88839 7.6749 7.18471 6.88328 6.62272 6.30705 5.84099
internal_count=3910 3742 3712 3109 3015 2842 2555 2449 2329 593 204 389 1736 1564 363 1213 1076 603 1003 986 213 184 120 863 753 710 682 672 658 539
is_linear=0
shrinkage=0.00360053


Tree=373
num_leaves=31
num_cat=0
split_feature=1 376 1456 47 42 132 47 1186 1186 160 4 15 150 457 41 13 51 3 403 159 1444 14 50 148 52 1 1375 34 133 43
split_gain=0.279347 0.288174 0.272265 0.269765 0.275736 0.366146 0.423292 0.328146 0.308005 0.267655 0.283846 0.2883 0.282225 0.280596 0.267188 0.253668 0.306182 0.372437 0.250176 0.24849 0.248263 0.241116 0.235875 0.236136 0.228762 0.213056 0.192174 0.192127 0.199495 0.358752
threshold=0.12811000000000003 0.048375000000000008 1.0000000180025095e-35 0.11896000000000002 -1.0000000180025095e-35 0.080815000000000012 0.11566000000000001 0.085080000000000003 0.088565000000000019 -0.098319999999999991 0.25367000000000006 -0.11739999999999999 -0.22988499999999998 -0.070739999999999983 0.078535000000000008 -0.052124999999999998 -0.40274499999999996 0.11265500000000002 -1.0000000180025095e-35 0.10519500000000001 -0.083574999999999997 -0.073149999999999979 0.10119500000000002 0.087215000000000015 -0.51745999999999992 0.092550000000000007 -0.43271999999999994 -1.0000000180025095e-35 0.098810000000000023 0.18078000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 11 -11 -6 -12 19 -2 -17 -18 -7 22 -14 -19 23 24 -13 -3 -26 -28 -29 -30
right_child=15 25 -4 -5 9 18 -8 8 -10 10 13 14 20 -15 -16 16 17 21 -20 -21 -22 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.0032997094954719886 0.0025848672615635571 0.00011908565882736648 -0.0033067846432501976 -0.0025684929481154598 0.0018687193968893033 -0.0033013621473699274 0.0036635049625892029 0.0027951773937724168 -0.003076813207119884 -0.002552979337026722 -0.0015726567131859454 -0.00243409372540619 0.0033073943615673025 0.0017455571643452729 -0.0031316395238114017 -0.0033627975202629901 0.0028439646455299707 0.0015462520712212337 0.0019477742616933963 -0.0026357962593979789 -0.0029532043400994244 -0.0024054002888715975 -0.0033116884120404141 -0.0034018253098117767 -0.0014753929067525197 0.0030286517224850716 -0.0023641976679319716 0.00081818675351757824 -0.002616667063545252 0.0033029518160900282
leaf_weight=1.2676802816568025 0.70334292371990192 0.65965746622532495 0.34189749701181327 0.56740486854687411 0.20328608900308609 0.12277803847973701 0.13074882992077608 0.21473208430688817 0.17607925977790728 0.51580713014118984 0.33045734744519029 0.31133180749020795 0.074884351284708828 1.6751498935045663 0.29131578424130644 0.22379832202568639 0.54873440403025486 0.28323149657808244 0.49401307752123091 0.35403953387867737 0.81761128616927325 0.40832421102095395 0.2053612347517636 0.18706974951783273 0.53145698877051106 0.46452164329821244 0.23440379631937869 6.9484827200503645 0.45130552811315272 0.1469968669116497
leaf_count=710 178 34 312 81 4 97 5 20 49 86 13 194 8 162 66 20 94 17 69 97 319 29 135 21 15 116 36 741 178 4
internal_value=0 -0.000291161 -0.0004004 -0.000339259 -0.000258616 -0.00128371 -0.00203747 -0.00248691 0.000149564 -7.28794e-05 6.72447e-05 -0.000155746 -0.00163081 0.00119883 -2.77667e-05 0.000960494 0.000180151 0.000819442 0.000902885 6.8729e-05 -0.00242791 -0.000786973 0.000174925 0.000256189 0.000335538 0.00132135 0.000439268 0.00057004 0.000661177 -0.00116228
internal_weight=0 17.7185 16.5943 16.2524 15.685 2.40603 1.78924 1.65849 0.390811 13.279 12.1832 10.1776 1.09578 2.00561 9.66176 2.16743 1.46409 1.24029 0.616791 9.37045 0.892496 0.691556 9.01641 8.81105 8.62398 1.12418 8.31265 7.78119 7.54679 0.598302
internal_count=3910 3572 3422 3110 3029 950 784 779 69 2079 1748 1573 331 175 1487 338 160 140 166 1421 327 46 1324 1189 1168 150 974 959 923 182
is_linear=0
shrinkage=0.00329098


Tree=374
num_leaves=31
num_cat=0
split_feature=4 403 52 160 1213 484 11 133 1373 151 150 484 40 151 1375 448 1 0 124 13 0 132 1 150 16 150 4 14 47 4
split_gain=0.997594 0.715154 0.800199 0.840416 0.775731 0.800453 0.835517 0.666667 0.630179 0.617178 0.611859 0.610634 0.603778 0.581072 0.5634 0.582658 0.531393 0.930913 0.5784 0.626887 0.633268 0.545196 0.606097 0.51078 0.508832 0.554497 0.503667 0.466334 0.564705 0.457787
threshold=0.27608500000000008 -1.0000000180025095e-35 -0.42985499999999993 -0.092169999999999988 -1.0000000180025095e-35 -0.0043499999999999988 0.08184000000000001 -0.26719999999999994 0.099250000000000019 -0.27336999999999995 0.097030000000000019 0.073820000000000011 0.0034800000000000005 -0.08514999999999999 -0.43271999999999994 -0.083779999999999979 1.0000000180025095e-35 -0.084074999999999997 -0.50873999999999986 -0.083924999999999986 -0.11991499999999998 0.080815000000000012 0.10264000000000002 -0.22988499999999998 -0.50763499999999995 0.085200000000000012 0.0021050000000000005 -0.46879999999999994 0.096475000000000019 -0.59419999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 12 -5 10 7 -7 14 -2 -6 13 23 -1 -9 -16 17 24 -18 -20 -21 22 -22 -4 -17 -26 -27 -11 -29 -25
right_child=9 2 3 4 5 6 -8 8 -10 27 -12 -13 -14 -15 15 16 18 -19 19 20 21 -23 -24 29 25 26 -28 28 -30 -31
leaf_value=0.0012516977400351514 -0.0014671964333503945 -0.0015152460743440028 0.00083484245297718628 -0.0017561686345266977 -0.0015006509866395776 -0.0017722099174242818 -0.0015743848106854039 -0.0011197093674699325 -0.00177618071438097 -0.00032019058063271762 0.00087554062906278435 0.0004221817710481904 0.0016552970241565058 -0.0017539461327516193 -0.0015561273184166249 0.00072743634845986505 -0.001533165109258384 0.0005172991735076704 0.001522363288340536 0.0011289219880873899 -0.00081952396452213041 0.0019481485226323027 0.0005104946205409537 0.0019233910360616393 -0.0016246876180699553 -0.0017576889367759078 0.0017451557895936333 0.0015040447803999274 2.2701240175694801e-05 -0.0016070681907817391
leaf_weight=0.21268379897810596 0.40957609424367536 1.2870517387054885 0.33359938487410623 0.7374405084992891 1.5635314771207216 0.49411890463672392 0.81372349988669057 0.79129473282958684 0.44386705465149034 0.95810681756120164 0.41163242748007167 0.64608985418453801 0.24448846979066718 2.1342730886535746 0.45865650399358671 0.56345434370450709 0.34337343554947075 5.1113936625187284 2.430115610710371 3.0118509482126932 1.8714336720294387 0.43723809183575202 2.2921642571454868 0.11568844132125455 1.6244441528106111 0.19813201890792687 0.32738371333107352 2.4756784610217433 1.1256491977255789 2.43420483829687
leaf_count=12 20 338 5 233 401 130 50 16 22 56 16 61 8 833 25 20 10 161 142 88 158 22 99 2 141 54 6 323 42 416
internal_value=0 -0.000264492 -0.000179356 -0.000115801 -5.29064e-06 5.03924e-05 0.000148704 0.000217439 0.00026683 0.00057182 -0.00100544 -0.00107062 -0.000961072 -0.00148157 0.000313427 0.000374169 0.000422785 8.15181e-05 0.000679892 0.000755558 0.000510779 0.000106124 -8.73156e-05 -0.00118291 -0.000739384 -0.0011238 0.000424499 0.000754986 0.00104103 -0.00144689
internal_weight=0 31.3333 28.3403 27.0532 23.9252 23.1878 21.2126 20.3989 19.9048 4.96901 1.97516 2.99305 3.12798 2.34696 19.4609 18.6696 18.211 7.82481 10.3862 10.0428 7.61269 4.60084 4.1636 2.88349 2.71341 2.14996 0.525516 4.55943 3.60133 2.54989
internal_count=3910 3469 2563 2225 1794 1561 1144 1094 964 441 417 906 431 845 942 926 901 382 519 509 367 279 257 423 221 201 60 421 365 418
is_linear=0
shrinkage=0.00173405


Tree=375
num_leaves=31
num_cat=0
split_feature=1 52 47 15 48 3 52 3 3 2 403 15 124 52 43 0 2 1212 4 2 48 48 50 0 1 43 43 2 15 13
split_gain=1.6186 0.897824 0.838928 1.10414 0.838322 0.786182 0.783871 0.709929 0.581411 0.555286 0.515297 0.668496 0.484812 0.522888 0.624484 0.600056 0.692123 0.562577 0.482763 0.457074 0.456675 0.494424 0.454196 0.438113 0.581721 0.46719 0.425818 0.493268 0.645053 0.48296
threshold=0.094485000000000013 -0.42985499999999993 0.093315000000000023 0.05377500000000001 0.12862000000000004 -0.115685 0.12539500000000003 0.084925000000000014 -0.077894999999999978 0.083795000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091715000000000005 -0.082689999999999986 -0.083424999999999985 0.085155000000000022 -0.45912999999999998 0.22584000000000001 0.089785000000000018 0.086870000000000017 0.086935000000000012 0.11901000000000002 -0.06402999999999999 0.13702500000000004 -0.074254999999999988 0.098320000000000005 0.11085000000000002 0.079360000000000014 0.14810000000000004
decision_type=2 2 2 2 2 2 2 2 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 26 22 10 -8 -9 -7 20 -13 14 -14 16 17 -16 -5 -11 -12 -22 -3 24 25 -4 27 28 29 -1
right_child=1 2 23 18 -6 7 8 9 -10 19 11 12 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068167212408301028 -0.0015632638064649723 0.0011484221056355793 8.835030678735666e-05 -0.00089962111481006973 -0.00089082235697824741 -0.0014442745697036388 -0.0015724557906153271 0.0014528308623338805 0.00047850100203959537 -0.0010584480018706822 -0.0013770936255147767 0.0010235530908014245 0.00053402398433842133 -0.0015829182511022839 0.0016412537281369529 -0.001597862215576409 0.00098623717495140888 -0.0012614714048686259 0.00076405516671181094 3.9768589947343936e-05 0.0020390108815918039 -0.00068113008782018911 -0.00057851462880312017 0.00042018570905943574 0.0010967601823141545 -0.0011494978420774158 -0.0011645617870063632 0.0016154708461671911 -0.0015771404296983757 -0.00099412064061496974
leaf_weight=2.2557362675434018 0.68649234890472399 6.8667773342458531 1.0693618273362524 1.7174939443357282 0.7270895969122656 2.2730828708154212 0.4820225944276898 0.50493626389652391 1.0723426369950173 1.2556499100755898 3.406468539847995 0.60482898540794838 1.6408107281895352 0.81973369640763838 0.18707293167244676 1.0585848420159814 0.78595656878314901 1.1367756753461433 0.55531918490305532 3.3293413234641775 0.18203020095825184 1.3762183908838777 0.38706418778747309 1.6255933297798026 0.46045702043920744 2.3360363687388599 0.52406417846214015 0.60185119509696949 0.4780649123713373 0.50670113193336863
leaf_count=82 143 558 49 149 14 807 31 11 39 69 730 16 77 225 5 136 37 109 13 82 1 189 12 60 18 101 25 12 80 30
internal_value=0 0.000176403 0.000245437 0.000478374 0.00070994 -0.000445173 0.000842078 -0.00058448 -0.000157519 -9.09738e-05 -0.000770941 -0.000634267 -0.000296061 -0.000437853 -0.000242676 -0.000644905 -0.000166762 -0.000851288 -0.000493133 -0.00026099 -0.00105892 -0.000363371 0.00105627 -0.000255439 -0.000539539 -0.000760789 0.000147018 0.000325907 8.63986e-05 0.000374289
internal_weight=0 17.9861 17.2996 11.8081 9.5353 22.9279 8.80821 18.5615 1.55437 5.08993 13.4716 11.1985 6.23376 5.62893 4.8092 3.16839 2.10981 1.32385 2.27281 4.58499 4.96472 1.55825 7.25384 5.49145 3.86586 3.4054 4.36642 3.84235 3.2405 2.76244
internal_count=3910 1187 1044 816 654 2723 640 2494 70 162 2332 1525 605 589 364 287 151 114 162 151 920 190 570 228 168 150 229 204 192 112
is_linear=0
shrinkage=0.0015511


Tree=376
num_leaves=31
num_cat=0
split_feature=1456 1213 1 475 151 133 52 123 1456 130 3 13 47 4 52 49 159 2 1375 403 48 1 4 3 4 151 4 1374 4 133
split_gain=0.275278 0.281292 0.286936 0.272801 0.248257 0.242801 0.329551 0.29709 0.29296 0.25873 0.314807 0.255685 0.354887 0.300653 0.270049 0.254129 0.267181 0.242633 0.311694 0.32216 0.268086 0.243421 0.246449 0.302002 0.242591 0.234147 0.227619 0.226597 0.220982 0.300143
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12811000000000003 -0.086004999999999984 -0.035524999999999994 -0.26719999999999994 -0.51745999999999992 1.0000000180025095e-35 1.0000000180025095e-35 0.079100000000000018 -0.15464999999999998 0.16421000000000002 0.10933000000000002 0.25367000000000006 0.11588000000000002 0.15937000000000004 -0.52106999999999992 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12649500000000002 0.10786000000000001 -0.082954999999999987 0.086245000000000016 -0.08422499999999998 -0.082489999999999994 -0.51381999999999983 0.086000000000000007 0.0021050000000000005 -0.15129499999999999
decision_type=2 2 2 2 2 2 2 2 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 -3 -7 8 9 10 -8 12 14 -13 17 16 -16 18 -12 -20 26 22 24 28 -21 -5 -19 -28 29 -24
right_child=1 2 -4 25 -6 6 7 -9 -10 -11 11 13 -14 -15 15 -17 -18 20 19 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00083648218108037394 0.0037000801215948185 -0.0028425912839278832 0.0012963400146453444 0.0033608256251767121 -0.0036517505901510271 -0.0036278571314490951 0.0017216279611896234 0.0016423511239302255 -0.0036274483945488161 -0.0031743825614330527 -0.0034408796959176299 -0.0037630992307533841 -0.0029569080068694493 0.0013062270064209569 0.0033561821225900164 0.0025779153255007935 -0.0029528399730177133 -0.0038494945882734375 -0.0036421262234173643 -0.00016046035988395184 -0.0021069402226964067 0.0033274928174459287 0.0032395646043561852 0.0024632983607869676 0.0035172806499070225 -0.0036367440882629017 0.0012761219169181845 -0.002161157252400449 0.00032482196633037053 -0.0027300484127828501
leaf_weight=0.23019878487684764 0.090853791683912277 0.42519242441631888 2.0079138861910897 0.069134847610257566 0.53171288505837111 0.3337392018147608 1.259192509663994 1.3117370162799478 0.30951855143939688 0.34269755365676324 0.39072575635508933 0.51061269899946715 0.52050829122890796 0.21745595661923289 0.097495437192264944 0.16263151844032109 0.85345860861707545 0.1239847884280606 0.30165053297241007 0.51300519122742116 0.39273505890741933 0.30510070477612306 0.12172115594148381 0.34243787406012405 0.42956474004313427 0.63358441615128569 4.9021524795243749 0.26344130907091301 0.76213009579805646 1.1200267739768432
leaf_count=41 4 200 324 6 328 227 111 209 271 176 74 63 73 5 14 7 209 7 241 57 15 16 2 13 9 545 382 23 52 206
internal_value=0 -8.2697e-05 8.45831e-06 -0.00218716 -0.00229571 -0.000150064 -7.80054e-05 -1.83679e-06 -0.000153269 -7.60899e-05 2.03926e-06 -0.000173561 -4.33266e-05 -0.00224902 9.35176e-05 -0.00159275 -0.00230601 0.000281888 -0.000366653 -5.83131e-05 0.000771105 0.000242484 -4.37041e-05 -0.000670123 0.00151563 -0.00294831 0.000984791 0.00110082 -0.00120559 -0.00214488
internal_weight=0 19.1144 18.3208 0.793573 0.761912 16.3129 15.8877 15.554 14.2422 13.9327 13.59 12.3308 11.6028 0.728069 11.0823 1.11359 0.950954 9.96868 4.28636 3.89564 5.68231 3.59399 3.28889 2.34632 0.94257 0.702719 5.28958 5.16559 2.00388 1.24175
internal_count=3910 3541 2986 555 369 2662 2462 2235 2026 1755 1579 1468 1400 68 1327 230 223 1097 670 596 427 355 339 273 66 551 412 405 260 208
is_linear=0
shrinkage=0.00361046


Tree=377
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 0 52 52 133 403 2 15 47 48 14 12 4 457 4 16 457 3 4 43 43 48 157 0 132 42 3
split_gain=0.265256 0.297104 0.318612 0.435391 0.280192 0.374199 0.298593 0.32436 0.2746 0.265342 0.254194 0.33119 0.37022 0.37745 0.284112 0.405723 0.247443 0.24672 0.244388 0.255678 0.309894 0.260654 0.239944 0.320505 0.239846 0.204823 0.204605 0.202029 0.254185 0.225091
threshold=0.094485000000000013 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.077944999999999987 0.086950000000000013 0.048490000000000012 -0.090054999999999982 -1.0000000180025095e-35 0.14808000000000002 0.035895000000000003 0.09252500000000001 0.12862000000000004 -0.23083499999999998 0.091405000000000014 0.39574000000000004 0.51789000000000007 0.22584000000000001 -0.50909499999999996 0.082870000000000013 -0.078884999999999997 -0.023499999999999997 -0.078454999999999983 0.070805000000000021 0.084260000000000015 -0.0086849999999999983 -0.13870499999999999 0.080815000000000012 -0.089024999999999979 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 -8 -9 10 11 12 13 25 16 -16 -15 -12 -5 20 -20 26 27 -24 -21 -2 -22 28 -6 -30
right_child=9 2 3 4 22 -7 7 8 -10 -11 17 -13 -14 14 15 -17 -18 -19 19 24 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0030456862013983083 0.0024104953835562865 -0.0036039719621019269 0.0024188598435841875 0.0018009239653578033 -0.0034377146445506391 -0.0032750510335351544 -0.0033700248932339799 -0.0033456927574774301 0.0026942648651499868 0.0026269538284446527 -0.0024256272963276162 -0.00054375778942993089 -0.0019897724882631355 0.0027047523832153153 -0.0025108995248366095 0.0033779184882748283 -0.0015092261065415644 0.00089285860478949275 -0.0031652476356056748 -0.0026258810458920203 -0.002027411923852944 -0.0017952526345149252 -0.0022064418040441515 0.00055725997242500331 0.0012025488636854332 -0.0013142269848492845 0.002741137133809564 0.0028202652660795804 5.7072589232340866e-06 0.0032899654064490989
leaf_weight=0.48715580947464232 0.20945252862293273 0.32973880408098644 0.62803886394248998 0.31250107783125392 0.16786442357988551 0.6698778227000729 0.15236593969166279 0.095533616666216403 0.68357899147667911 0.5085392686887652 0.75436673198419135 2.6617392530024517 0.42773956526070822 2.1572430281375983 0.34110684605548147 0.2107922553550452 0.16719390777871002 0.37275740469340235 1.0992692847794363 0.24665816500782956 0.14608662063255906 0.97038492796128062 0.7917923209897787 1.1400563921051796 0.69755300664110109 0.76431432791287024 0.31897300212585833 0.54176630149595428 0.79597910752636358 0.32818912301445424
leaf_count=485 46 46 34 24 54 541 64 124 42 139 165 231 12 377 105 32 7 15 485 41 7 143 308 96 37 58 43 46 78 25
internal_value=0 -0.000500242 -0.000377663 -0.000268958 -0.000453275 -0.000941014 -0.000609963 0.00108284 0.00195365 0.000289076 0.000141693 0.000380424 0.000955464 0.00128267 0.00189061 -0.000261725 0.00240165 -0.00132815 -0.00102585 -0.00127977 -0.00183191 -0.000810839 0.000245215 -0.000575478 0.00020244 -0.000513057 0.00124322 0.00110979 0.000392563 0.000964512
internal_weight=0 10.6034 10.1162 9.78647 9.15843 5.39278 4.7229 0.931479 0.779113 8.57525 8.06671 6.93958 4.27784 3.8501 2.87634 0.551899 2.32444 1.12712 3.79143 3.47893 2.53471 1.43544 3.76565 1.93185 0.944211 0.973767 0.46506 1.8338 1.29203 1.12417
internal_count=3910 2723 2238 2192 2158 1551 1010 230 166 1187 1048 868 637 625 521 137 384 180 780 756 678 193 607 404 78 104 50 203 157 103
is_linear=0
shrinkage=0.003337


Tree=378
num_leaves=31
num_cat=0
split_feature=31 2 123 41 2 484 15 1 159 403 150 3 50 483 14 1213 34 123 1 0 43 0 0 42 12 1446 453 16 15 1
split_gain=0.25003 0.258818 0.299674 0.255527 0.395421 0.30907 0.244311 0.311041 0.261046 0.232397 0.258325 0.279842 0.260006 0.219383 0.230023 0.23048 0.230877 0.240017 0.269003 0.431166 0.377596 0.279202 0.428554 0.275209 0.254562 0.213678 0.224282 0.22545 0.198001 0.246469
threshold=-1.0000000180025095e-35 0.099015000000000006 0.086020000000000013 0.080335000000000018 -0.13811499999999996 -0.0043499999999999988 -0.11739999999999999 0.12446500000000001 0.10392000000000001 -0.092224999999999988 0.090480000000000019 0.096385000000000012 0.10119500000000002 0.085195000000000007 0.077685000000000018 -0.082704999999999987 -1.0000000180025095e-35 0.10103000000000001 1.0000000180025095e-35 -0.089879999999999974 0.15364000000000003 -0.10575999999999998 -0.08824499999999999 -0.089744999999999978 0.086935000000000012 0.091660000000000005 0.10963500000000002 -0.54165499999999989 0.10363000000000001 0.14000500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 25 4 -2 -6 7 -7 9 -8 12 -12 13 14 15 -11 -17 18 19 20 -18 -20 -23 -21 -25 26 27 -3 29 -29
right_child=1 2 -4 -5 5 6 8 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 21 23 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0026319925464627267 0.0021674887554686689 0.0025278103353291292 0.0022173192159396188 -0.0023193382014736197 -0.0026039134404918138 -0.0027265962077312055 -0.0028697004639453927 0.0029057790878400346 -0.0029347472371378594 -0.0028652865782440788 -0.0023021853026920108 0.0011324447801636692 -0.002872103678904538 -0.0029105953061656876 -0.0029099076842887322 -0.0027024181120524739 -0.0025467830297497039 -0.0029475461285597723 0.0021234198429633091 -0.0029360719653695562 0.0020791283681126818 -0.0029791526411971376 0.0010318382442848877 0.0022905846845040038 7.3052169895815628e-05 -0.0029120861795912966 -0.0027639845186265351 0.00018010833187519085 -0.0013664550044727719 0.0030103274632194712
leaf_weight=0.26600259580300445 0.4911319804959956 0.34173509036190797 0.58687700412701804 0.55886522683431472 0.5202483804023349 0.59977455048647321 0.24371789050928505 0.092424800095614046 0.27799941317061971 0.16999223387392426 0.7363538596255238 0.26295110350474715 0.22476321540307242 0.17470578203210596 0.17401653062552203 0.17804645525756768 0.71084487490588477 0.15211138315498818 1.5423174371244388 0.14718865542090243 0.18078021015389822 0.25339370436267916 1.5392759207607012 0.81359435274499292 0.88034751021768898 0.18854079530865409 0.20544828241690982 5.0322645533015011 0.63578432126087125 0.2645345180062576
leaf_count=113 91 52 146 100 466 128 315 17 83 234 140 10 165 60 28 27 84 8 57 66 30 27 206 90 223 53 15 661 152 63
internal_value=0 -0.000159024 0.000259421 -0.000436913 -0.000335425 -0.000459909 -0.000340672 -0.00197454 -0.000210111 -0.000119771 -3.74433e-05 -0.00139842 0.000153 0.000251304 0.00033324 0.000419167 0.000506435 0.00059829 0.00068718 2.24166e-05 -0.00160886 0.0012319 0.000464885 0.000812415 0.00113813 8.7107e-05 0.000174374 0.000270589 0.000140566 0.000321456
internal_weight=0 18.18 7.25518 10.9248 10.366 9.87485 9.3546 0.692199 8.6624 8.3844 8.14068 0.999305 7.14138 6.91662 6.74191 6.56789 6.3979 6.21985 6.06774 2.73276 0.891625 3.33499 1.79267 1.84113 1.69394 6.66831 6.47977 6.27432 5.93258 5.2968
internal_count=3910 3797 1142 2655 2555 2464 1998 145 1853 1770 1455 150 1305 1140 1080 1052 818 791 783 493 114 290 233 379 313 996 943 928 876 724
is_linear=0
shrinkage=0.00285795


Tree=379
num_leaves=31
num_cat=0
split_feature=158 9 401 156 14 1 0 157 156 4 133 4 0 2 3 11 16 15 131 40 131 401 52 42 42 0 457 1429 43 160
split_gain=0.232412 0.25709 0.235598 0.226358 0.214752 0.250648 0.44586 0.290396 0.329492 0.264466 0.256954 0.254766 0.225976 0.270056 0.383745 0.362334 0.255251 0.267835 0.265312 0.354341 0.331785 0.309913 0.221907 0.215818 0.253093 0.208759 0.223818 0.208275 0.206159 0.202415
threshold=0.11034000000000001 -0.016839999999999997 0.10072000000000002 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 -0.074309999999999987 0.11386000000000002 -0.23071499999999998 0.084285000000000013 0.0021050000000000005 -1.0000000180025095e-35 0.087995000000000004 0.086245000000000016 0.087830000000000005 -0.15168999999999996 -0.11739999999999999 0.097135000000000013 0.028705000000000001 0.10370500000000001 0.10022000000000002 0.11401500000000002 0.091955000000000023 -1.0000000180025095e-35 -0.25490999999999991 0.082870000000000013 0.086185000000000012 -0.24333999999999997 0.090010000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 12 -7 27 -12 13 16 15 -15 17 -9 19 21 -20 25 23 24 -8 -18 -27 -5 -25 -13
right_child=-2 2 -4 4 -6 7 22 8 -10 -11 11 29 -14 14 -16 -17 18 -19 20 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.0032732388550521393 -0.0028594806052631917 -0.0031985858798623504 -0.0029729351651616985 -0.003244467243104945 -0.0020326249119195336 -0.0025815566984600555 -0.00089933582692807974 -0.0015034344412052812 -0.003264235213828146 0.0023322514612171947 -0.0032034212134983637 0.0011342010564608998 0.0022126093614199815 0.0025605840987164351 -5.189952980197778e-05 -0.0011941152492760847 0.0033996164671030262 0.0016719925227877716 0.0030407970479078518 0.0019906881485935372 -0.0031985189126454887 0.0035473684473694652 -0.0023167195105911888 0.00051372744845531646 0.0012946013357308167 -0.0032049406730776009 7.997608122258635e-05 0.0033190423166451137 -0.0032578510888952054 -0.0032109500704134908
leaf_weight=0.22916628955864027 0.30978078820044075 0.23170612534159474 0.28889544242701859 0.91528463245778313 0.52561800627154198 0.12407028977759171 0.70942734250275075 0.39933717623353004 0.27947221856447946 1.0581966306199309 0.27852735112537608 0.61418607241648715 0.55597623036010091 1.3558845254883634 3.0941883487976156 0.3225768795236944 0.059364166110751015 0.82708039815770173 0.28861395333660755 0.23959568608552206 0.12333806036622263 0.091908402740955242 0.33784554687736079 0.29428470559651032 2.1450340499868541 1.3236664172436601 0.2500172065338121 0.051790968049317598 0.29347895056707773 0.13207075328682549
leaf_count=118 167 190 191 488 102 47 327 24 74 139 273 87 109 195 243 36 1 46 16 9 81 1 177 6 161 396 34 2 140 30
internal_value=0 -7.70934e-05 -0.000121702 -7.30271e-05 -2.96373e-05 3.54905e-05 -0.000496556 0.000330964 0.000140279 0.00181658 -0.00171569 -0.000604715 0.000246808 0.000116317 0.000613092 0.00183898 -0.000541743 0.000638033 -0.00115058 -0.00163776 0.00117275 -0.00214175 0.000145851 0.000387546 0.000749336 -0.00246194 -0.00268305 -0.00289296 -0.00136948 0.000365207
internal_weight=0 17.4406 17.2114 16.9225 16.6908 16.1652 5.77193 10.3933 9.21102 1.18227 1.99186 1.02478 8.93155 8.37557 4.77265 1.67846 3.60292 1.22642 2.3765 1.96455 0.411952 1.72496 3.78007 3.44223 2.85446 1.63305 1.57368 0.967076 0.587764 0.746257
internal_count=3910 3743 3625 3434 3244 3142 1691 1451 1265 186 880 390 1191 1082 474 231 608 70 538 441 97 432 811 634 488 431 430 490 146 117
is_linear=0
shrinkage=0.00318414


Tree=380
num_leaves=31
num_cat=0
split_feature=1 39 0 3 150 51 457 48 403 4 48 150 0 0 16 148 16 3 52 43 42 52 4 159 1 9 52 52 1 4
split_gain=0.936983 0.953873 0.784109 0.747495 0.676575 0.674225 0.560759 0.541245 0.452935 0.558362 0.667442 0.658219 0.445415 0.524574 0.417751 0.397954 0.561682 0.339849 0.328052 0.318888 0.503779 0.488157 0.455035 0.35592 0.318166 0.309455 0.294657 0.586057 0.348079 0.29439
threshold=0.085835000000000009 0.005105000000000001 -0.084074999999999997 0.31335500000000011 0.081245000000000026 -0.40274499999999996 -0.0015249999999999997 0.091555000000000011 0.03138500000000001 0.22584000000000001 0.11930500000000001 -0.081029999999999977 -0.083424999999999985 -0.069794999999999982 0.67964000000000013 -1.0000000180025095e-35 -0.072804999999999981 -0.15653499999999998 0.078330000000000025 -0.17307499999999998 0.085935000000000025 0.11401500000000002 -0.49837999999999999 0.092630000000000018 0.11198000000000001 -1.0000000180025095e-35 0.081680000000000016 0.098910000000000012 0.14071500000000001 -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=2 3 18 4 8 -3 -6 12 9 11 24 -2 -4 17 25 -8 -17 -14 -1 -15 21 22 -21 -24 -11 -13 -27 -28 -29 -18
right_child=1 5 7 -5 6 -7 15 -9 -10 10 -12 14 13 19 -16 16 29 -19 -20 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.00082436255496155667 0.00097201338172790957 -0.0019676707466926612 0.001108410634862415 0.0016740438625153691 -0.0011030516358527568 0.001242435848140024 0.0019705869322796722 0.00092370381784640204 0.00082604510368984303 -0.00028855236496985135 -0.0017525480082751263 0.00069244811396745951 0.00062040043467793645 0.00071566119706468144 0.0021174551892629624 0.0010400465036242426 0.0005663399807009959 -0.0019058336831281135 -0.0019295864059233124 -0.0012210366041701063 -0.0018845575559957926 -0.0020040685399615446 0.0014098156670767864 -0.00050505581704480499 0.00087328890748453126 -0.0015953454360857604 0.002042979354584272 -0.0015781216320502887 0.0014603501693220516 -0.0016149149132775218
leaf_weight=4.3060317500494403 0.59813124418723962 0.25011607166379723 0.64647927810437966 0.82394539529923427 0.67317336099222291 3.2486470271833232 0.77033499302342567 1.3923229965148491 0.9506145325140104 1.5393846039660277 0.64233357692137349 0.29014589218422404 0.22329593566246275 1.0124448020942507 0.13847356243059028 1.8427536312956365 0.36086931289173663 1.2313055559643538 1.2242730791040228 0.54252963484032157 0.72057752747787152 0.40032991691259656 1.0501481340616021 0.51277114637196053 1.832556305453181 3.5511050194036251 0.24985499586909998 0.95244522829307221 0.15569994132965803 0.56110211065970439
leaf_count=673 26 10 54 122 33 362 50 82 91 44 28 10 8 37 2 60 29 586 466 38 138 36 66 16 84 585 6 146 3 19
internal_value=0 0.000122191 -0.000527362 -7.34144e-05 -0.000168709 0.00101295 0.000472944 -0.000139944 -0.00041642 -0.000535122 7.58234e-06 -0.00090214 -0.000373535 -0.000541808 -0.00111215 0.000773057 0.00043939 -0.00151803 -0.00106903 -0.000206804 -0.000496278 -9.70556e-05 0.000265544 0.000781574 0.000342876 -0.00119817 -0.00130991 -0.000563512 -0.0011512 -0.000761149
internal_weight=0 19.4317 13.2625 15.9329 15.109 3.49876 4.20823 7.7322 10.9007 9.95013 4.01427 5.93586 6.33988 5.6934 5.33772 3.53506 2.76473 1.4546 5.5303 4.2388 3.22636 2.50578 2.10545 1.56292 3.37194 5.19925 4.90911 1.358 1.10815 0.921971
internal_count=3910 1710 2200 1338 1216 372 191 1061 1025 934 156 778 979 925 752 158 108 594 1139 331 294 156 120 82 128 750 740 155 149 48
is_linear=0
shrinkage=0.001884


Tree=381
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 48 147 16 52 43 457 48 1374 47 49 150 1 1 159 0 13 1 457 0 0 4 4 4 48 1
split_gain=1.0254 0.674696 0.652236 0.647327 0.571954 0.495069 0.498291 0.496342 0.476866 0.470537 0.500388 0.465478 0.490664 0.583739 0.454092 0.439028 0.637595 0.411654 0.402024 0.461287 0.401806 0.580889 0.39843 0.389653 0.43728 0.436457 0.38011 0.825965 0.375625 0.557587
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.015794999999999997 -0.09386499999999999 0.088035000000000016 0.081265000000000018 0.17829500000000004 -0.17307499999999998 0.084715000000000013 0.095090000000000022 -0.095439999999999983 0.09252500000000001 -0.045004999999999996 0.081245000000000026 0.11774500000000002 0.15770500000000001 -0.11345499999999999 -0.23274999999999998 0.16421000000000002 0.11561500000000001 0.090920000000000015 0.37339500000000009 -0.061994999999999995 -0.0010999999999999996 0.0057500000000000008 -1.0000000180025095e-35 0.086285000000000014 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 9 23 -6 7 8 11 20 -11 12 -7 26 -13 16 -4 -9 -18 -20 -3 -22 -12 24 25 -1 27 28 -14 -30
right_child=2 3 15 -5 5 6 -8 17 -10 10 22 14 13 -15 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0005822736589307392 -0.001191098586496417 0.00063269247592501708 -6.6562722190159512e-05 0.00042928489724246348 -0.0014071900053088181 -0.0014938424061671724 0.0010721343898012937 -0.0012289326208704391 -0.0011571334329082393 -0.00070609526775719782 0.00084025717925534187 0.001401399380372685 0.00053210936538865901 -0.0013764349148824046 9.3068558818794784e-05 0.0013811409761645625 -0.0010952021857383901 0.00013665595736436163 -0.001442604845713279 0.0013795367383015351 -0.0013966750754629449 0.00043923539749871038 -0.00076080559137786435 -0.00051263469896262377 0.0012645879104156662 -0.0012853597792874961 0.00090254904681456383 -0.0013655579425329144 -0.0014406037769533996 0.00076042219533884576
leaf_weight=1.017923027276993 0.43497355002909888 1.1260588059667491 2.6434160082135341 1.5079601546749462 0.54790775198489328 0.44253845326602004 0.63706064713187593 1.267419222742318 0.62622663180809457 10.680353529518468 0.73054418747778871 0.82584813027642701 2.288309804280285 0.51773819979280222 1.1792340767569838 0.92223828507121641 0.1557112275622784 0.59337605908513058 0.11406574398279135 1.507263745297678 0.63136005616979651 0.63078596210107207 0.46615881531033665 0.57742661517113436 1.3204012875212363 0.29563126002904061 0.94978237699251611 0.71522946888581618 0.50095276499632735 0.36373320070561022
leaf_count=58 20 57 119 32 28 12 28 112 41 2386 34 31 86 21 50 100 7 11 2 224 112 20 61 11 78 30 44 40 14 41
internal_value=0 -0.000219556 0.000402226 -0.000413809 -1.06482e-05 -0.000152125 -8.908e-05 -0.000161109 -2.1186e-05 -0.000502932 -0.000613128 7.0209e-05 -0.000124714 -1.11601e-05 0.000631941 0.000531946 0.000354779 -0.00079347 0.000981541 0.00118099 4.50998e-05 -0.000479137 0.000216586 0.000494015 0.000714697 0.00016194 0.000135551 -5.27735e-05 0.00024502 -0.000514734
internal_weight=0 30.44 5.77767 15.7732 14.6667 11.4554 10.9074 10.2704 8.40959 14.2653 11.8771 7.78337 5.77828 5.33575 2.00508 5.3427 4.42046 1.8608 1.77704 1.62133 2.3882 1.26215 1.1967 3.21138 2.63396 1.31355 4.81801 3.86823 3.153 0.864686
internal_count=3910 3438 472 2702 736 559 531 503 380 2670 2481 339 258 246 81 452 352 123 233 226 189 132 95 177 166 88 225 181 141 55
is_linear=0
shrinkage=0.0013531


Tree=382
num_leaves=31
num_cat=0
split_feature=1 47 42 42 2 39 50 4 48 4 4 0 49 52 48 3 128 160 1 39 43 13 123 130 130 1212 13 13 157 484
split_gain=1.87017 0.837138 0.7965 1.00625 0.917096 0.678427 0.678143 0.742343 0.803189 0.665959 0.665462 0.628451 0.716738 0.731571 0.691878 0.620815 0.58958 0.56879 0.574571 0.552294 0.54866 0.545387 0.455809 0.460926 0.617387 0.425383 0.505807 0.616435 0.491407 0.469013
threshold=0.10113500000000002 0.087850000000000025 -1.0000000180025095e-35 0.091955000000000023 0.089910000000000004 0.005105000000000001 0.11843500000000001 -0.17479499999999998 0.12862000000000004 0.11205000000000001 -0.51381999999999983 0.076335000000000014 -0.085974999999999982 -0.10201499999999998 0.097500000000000017 -0.15464999999999998 0.086435000000000012 -0.079234999999999986 0.11287500000000002 0.005105000000000001 -0.079804999999999987 0.41346500000000003 0.091310000000000016 -0.076814999999999981 -0.084569999999999992 -0.5172699999999999 -0.084084999999999979 -0.083514999999999992 -0.081614999999999979 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 5 22 4 15 6 7 -2 16 21 -6 12 -12 14 -14 -4 17 18 -9 25 -11 -5 23 24 -1 -17 -27 -28 29 -29
right_child=1 -3 3 9 10 -7 -8 8 -10 20 11 -13 13 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0010889151144826551 -0.00088298800603970327 -0.00016585907940620795 0.00059631636045724104 -0.0011675268886457075 -0.0012421506313215018 0.00097599854511405898 -0.0010050476436865353 -0.00070364108344400905 -0.00060417797759946927 0.0011456547015044922 -0.00067046652343381277 0.00080693883126486466 -0.0011371397525442787 0.00040140722965363471 0.0013035962402268874 0.00094863579235955208 -0.00072186313728433917 0.00085036043879573595 0.00086986641500304653 0.00070758220764237064 -0.0007156558683214828 0.0013390877439431979 0.00050045128176985187 -0.0010002481956779882 0.00055964246403954784 -0.001072686706018889 0.00077596600670128016 -0.00059088323766004339 -0.00072223735851807171 0.0010085504153559328
leaf_weight=0.5503944696392864 0.63001356308814127 6.0923321691807351 0.78836631425656989 2.614081296545919 0.44788746954873104 1.9926756266504515 0.55222733970731486 0.71320821973495163 0.88821442890912283 0.37721621384844184 1.4765660836128507 1.7967643432784823 0.81305877352133193 5.0800285326549792 0.19001761544495821 0.24361057288479671 0.4386375811882316 4.5875888443551975 0.54134102701209486 0.49354818114079524 0.47382961190305639 0.12041518837213505 0.38187301624566306 3.8353623866569277 0.66555743070784934 2.1275665115681521 0.52514048444572825 0.49570671655237664 3.857655489351588 0.4771837773732841
leaf_count=69 84 249 33 544 25 261 31 23 17 11 50 41 100 224 3 20 15 267 40 23 29 1 11 830 28 498 39 44 287 13
internal_value=0 0.000172786 -0.000317118 -0.00022117 -0.000114612 0.00037224 0.000228178 0.0003155 0.000420824 -0.000780273 0.000129112 0.000194753 4.92504e-05 0.000223949 -0.000674779 -0.000379859 0.000565777 0.000662455 -2.46688e-05 -0.000473478 0.000109349 -0.00105715 -0.000712669 -0.000804379 -0.000186569 -0.000548917 -0.000597669 -0.000408966 -0.000537783 0.000193608
internal_weight=0 16.4362 27.8318 22.3986 18.8131 10.3439 8.35123 7.799 7.16899 3.58554 9.80432 9.35644 7.55967 6.0831 1.00308 9.00878 6.28078 5.84214 1.25455 8.22041 0.851046 2.7345 5.43319 5.05131 1.21595 7.72686 7.48325 5.35569 4.83055 0.97289
internal_count=3910 987 2923 1985 1400 738 477 446 362 585 443 418 377 327 103 957 345 330 63 924 40 545 938 927 97 901 881 383 344 57
is_linear=0
shrinkage=0.00115159


Tree=383
num_leaves=31
num_cat=0
split_feature=2 14 376 375 42 1456 1213 475 160 4 3 133 13 52 151 403 132 129 15 453 39 52 52 1 0 1365 1373 401 13 13
split_gain=0.242377 0.231819 0.246638 0.31058 0.290497 0.237014 0.236493 0.257624 0.246324 0.28404 0.298022 0.303901 0.252687 0.33102 0.267186 0.265713 0.278401 0.254107 0.252327 0.227398 0.237986 0.235627 0.212939 0.210898 0.301256 0.207966 0.200927 0.194993 0.190465 0.269439
threshold=0.16971500000000003 0.077685000000000018 0.048375000000000008 0.090515000000000012 -0.089024999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.40446999999999994 -0.49837999999999999 -0.17479499999999998 -0.26719999999999994 -0.094679999999999986 0.11588000000000002 -0.083559999999999982 -0.082404999999999992 0.079995000000000011 0.087190000000000017 -0.19153499999999998 0.091855000000000006 0.005105000000000001 -0.42985499999999993 0.11110500000000002 1.0000000180025095e-35 -0.070894999999999986 1.0000000180025095e-35 0.11103 0.082755000000000009 -0.084184999999999996 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 22 -11 -12 13 14 -13 -14 17 19 -16 20 21 -17 -10 24 -18 26 28 -8 -23 -30
right_child=-2 -3 3 -5 -6 -7 8 -9 9 10 11 12 15 -15 18 16 23 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0039565080094594151 0.003394761929679566 -0.0026888374986746007 -0.00070031650384698506 -0.0032987899038149776 0.0037140396742812165 -0.0031948503697858577 -0.0039200442902673199 -0.0034688667174180023 -0.0039565844980761974 0.0026497137741460395 -0.0038553785409336052 -0.0018388931971276632 -0.003759096243608275 -0.0025959145232681948 -0.0010919139589749517 -0.0038941994952878061 -0.0039148692839303398 -0.0038759756593434863 0.0025111361870104746 -0.0037170477230121252 0.0023046993274901968 -0.0022022930907710492 0.0025248694126911429 0.0039569353790173383 0.0032195746192492003 -0.0039785025920160387 -0.0039741857448133073 0.0029549898931186943 0.0035187658008527726 7.2786060700442018e-05
leaf_weight=0.080410309135913849 0.28411899125785467 0.54877781902905454 0.32444412918994192 0.1702907410217448 0.7194594377942839 0.40228151413612145 0.39628143288428042 0.5458396484755238 0.4280581097118582 0.65949314815225335 0.30245408839254651 0.31204033712856549 0.3087192475941184 0.3289321383635978 0.34208860254148099 0.25752940436359129 0.16532815599930473 0.28894758706155776 1.9731197584478652 0.26484541688114482 0.58758383433450934 0.50732933482504083 0.092451911419630051 0.42354980204254389 0.19172679327312003 0.20455112284980703 0.18773938357480791 0.073330596293089911 0.35987849897355406 6.2690489648812306
leaf_count=4 96 123 19 11 162 317 212 553 121 96 179 28 388 50 50 172 58 78 134 24 102 196 2 49 13 28 16 17 20 592
internal_value=0 -0.000210941 -0.000131733 0.00155093 0.00234206 -0.000259798 -0.000183874 -0.00251545 -8.60414e-05 3.63729e-06 0.000108562 -1.76771e-05 7.17959e-05 0.00106677 0.00152533 -0.000221843 -0.000109357 -0.000303294 0.00197876 -0.000183792 -7.20408e-05 -0.000251404 -0.00280536 0.00210862 -8.3907e-05 -0.000126795 -1.92206e-05 -0.0028465 8.48259e-05 0.000259865
internal_weight=0 17.7165 17.1678 1.21419 1.0439 15.9536 15.5513 0.62625 14.925 14.4554 13.9349 13.2754 12.973 2.95618 2.62725 10.0168 9.70806 8.92745 2.31521 8.63851 8.37366 7.78608 0.52051 0.780605 0.357055 7.52855 7.324 0.469612 7.13626 6.62893
internal_count=3910 3814 3691 192 181 3499 3182 557 2625 2396 2273 2177 1998 262 212 1736 1348 1228 184 1150 1126 1024 123 120 71 852 824 229 808 612
is_linear=0
shrinkage=0.00387293


Tree=384
num_leaves=31
num_cat=0
split_feature=15 1348 14 50 1426 1456 15 3 1374 401 156 483 48 1374 0 1 15 151 455 133 128 48 159 130 52 39 13 159 0 130
split_gain=0.245745 0.285679 0.340059 0.284581 0.335192 0.279909 0.276099 0.391431 0.251778 0.24699 0.248487 0.243106 0.253625 0.401156 0.298537 0.449448 0.27599 0.254711 0.259209 0.243542 0.214515 0.211659 0.209231 0.203117 0.213124 0.315109 0.251926 0.240029 0.223402 0.244722
threshold=-0.24219999999999997 0.090050000000000005 0.077685000000000018 0.11843500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.19153499999999998 0.30601500000000009 0.086000000000000007 0.10072000000000002 0.10691500000000002 0.083960000000000021 0.093225000000000016 -0.095439999999999983 -0.10575999999999998 1.0000000180025095e-35 -0.11739999999999999 -0.06189999999999999 1.0000000180025095e-35 0.084285000000000013 0.086435000000000012 0.086285000000000014 0.10519500000000001 -0.086274999999999991 0.11401500000000002 0.14126000000000002 -0.10023999999999998 -0.52106999999999992 -0.089879999999999974 -0.081624999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -2 -7 8 9 10 11 12 13 -8 15 19 -17 18 -14 -15 22 -18 23 -16 26 27 -25 -26 -28 -30
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 17 14 20 16 21 -19 -20 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-0.0041853145546036381 -0.0028058493296509541 0.003214752378335559 -0.0035064699554538852 -0.0021666663167580155 0.0027091808378624676 -0.0029934229701867074 -0.0039048906668081329 0.0037233160474152717 -0.0029424605059251712 -0.0037132502698331653 -0.0037377702014829905 -0.0029824954116464439 -0.0025326703106048885 -0.0030327384278614308 -0.003739697723634985 -0.0015728191831391489 0.0027748413061957403 0.0020234665940696466 0.0025114204058182673 0.0012013639534509072 -0.0030588061863772811 -9.9578860568668465e-05 -0.0032489781494999771 0.0022556647484465397 0.0031531143577578015 0.0039142664216045512 -0.0022176978521845302 -0.0037843486426441622 0.0040957725772956723 5.0864526969132718e-05
leaf_weight=0.10517974942922559 0.5590673547412689 0.31317718344507817 0.44751220647594969 0.26016226760111738 1.0711980278138098 0.44910076387168274 0.36168045262455173 0.36224870616570193 0.42728856028406959 0.24784267220820844 0.23714089921850323 0.3450001245801112 0.39526002244383596 0.49611826297767914 0.1996651397639474 0.30053455743473056 1.7282492276863197 1.649451305318508 0.21290716633666307 0.29375928474473767 0.3884482910943915 0.43564377294387657 0.29817273505614128 0.76505477399040511 0.077769851894117892 0.1092044860124588 0.55679430457529466 0.52510157124925161 0.21565181936601296 3.5050369365345206
leaf_count=1 342 48 118 25 291 85 48 74 82 170 144 230 52 65 70 17 119 158 10 26 180 23 100 57 17 2 110 212 9 1025
internal_value=0 -0.000270294 -0.000340304 0.00132135 0.00209275 -0.000246731 -0.000148623 -5.82315e-05 -0.0001577 -6.85326e-05 4.40577e-07 6.93766e-05 0.000153511 -9.2634e-05 4.67081e-05 0.000961147 0.00173653 0.0012718 -0.000766835 -0.00145806 -0.000401403 0.00219615 -0.000236306 -8.544e-05 4.13501e-05 -0.001846 0.00030787 -0.00288942 -4.05048e-05 0.000285308
internal_weight=0 15.9029 15.5897 1.43654 1.17638 15.1422 14.5831 14.134 13.7718 13.3445 13.0966 12.8595 12.5145 10.2569 9.89521 3.25431 2.46443 2.25762 0.608167 0.789878 6.6409 2.16389 6.25245 5.95428 5.75461 0.712076 5.04254 0.602871 4.27748 3.72069
internal_count=3910 3593 3545 317 292 3427 3085 3000 2926 2844 2674 2530 2300 2080 2032 250 159 220 62 91 1782 142 1602 1502 1432 231 1201 229 1144 1034
is_linear=0
shrinkage=0.00368539


Tree=385
num_leaves=31
num_cat=0
split_feature=1 47 50 158 3 133 156 159 11 15 457 403 156 123 12 1212 123 133 1429 42 160 52 2 4 3 4 124 52 150 2
split_gain=1.49913 0.719976 0.595005 0.649137 0.643869 0.620391 0.562603 0.537376 0.514616 0.550353 0.510455 0.525753 0.574193 0.512871 0.587345 0.509646 0.527585 0.492291 0.490886 0.488132 0.578711 0.577505 0.485239 0.496414 0.523144 0.459795 0.459653 0.427541 0.562133 0.550211
threshold=0.10113500000000002 0.087850000000000025 0.088425000000000017 0.084965000000000027 -0.115685 -0.097724999999999992 0.11896500000000002 0.073745000000000019 0.08184000000000001 0.079360000000000014 -0.066264999999999991 -0.081784999999999983 0.083375000000000019 1.0000000180025095e-35 -0.0089849999999999982 -0.50114499999999984 0.11662000000000002 0.032270000000000007 0.084545000000000009 -0.092964999999999978 -1.0000000180025095e-35 -0.24456499999999998 0.11339500000000001 -0.51381999999999983 0.10223 -0.17479499999999998 -0.52484999999999993 0.093400000000000011 0.08882000000000001 -0.0098549999999999974
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 7 19 9 17 -7 -12 13 14 -13 -4 -17 -1 -14 -2 -21 -22 23 -16 27 -23 -27 28 29 -25
right_child=1 -3 15 -5 5 10 -8 -9 -10 -11 11 12 18 -15 22 16 -18 -19 -20 20 21 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0010600531605276962 -0.0008699141790539873 -0.00020450481983971165 0.0011272587235365225 -0.0011102842473933909 -0.0014036830426899542 -0.0011667567019123829 -0.00092751276350080318 0.0012214467815463183 -0.00098732423053412774 -0.00075572728591053785 -0.0011195980208739652 -0.001429995914729231 -0.0013372086395824182 0.00099751814653759215 -0.0015446999186896884 -0.0014148037127764859 0.0014938771666429054 -0.00029738061742312508 9.8508147276607901e-05 -0.00039383311854272241 -0.00057903458510508729 -0.0010467507462474494 -0.0014321280526744088 -0.001408911195488484 0.0009906767586853253 -0.0012807347967926561 0.0010135893523537901 -0.0010550813926016383 -0.00075719933679666961 0.0003798224011409026
leaf_weight=2.1440059384331183 0.58335546450689246 5.4732390966964877 0.19234788697212968 1.7300896859960619 1.0024223467335165 1.1495155513985142 0.55572121753357429 1.6807225650409234 0.53364406747277815 0.57736797700636078 1.1178416821057968 0.59816248202696876 1.2660293682711188 0.90528181591071266 0.35961473686620671 1.9649268070352257 0.12829922884702671 0.67952460155356664 0.72236209851689626 1.2540277016814778 0.64470432978123238 0.24100274196825644 0.44315710966475386 0.35341492155566712 1.1614176628645507 0.17551955394446661 4.3060099267168033 0.68809440021868784 1.2418850716203449 5.5113573235575783
leaf_count=62 20 249 9 281 298 116 56 198 49 47 420 38 179 44 10 545 2 24 62 63 50 9 71 33 22 4 338 181 27 403
internal_value=0 0.000196521 -0.000362448 -0.000292892 -0.000223757 -0.000344084 0.000429007 0.000513849 0.000281474 0.000480564 -0.000275637 -0.000204346 -0.000127134 -5.57994e-06 -9.32576e-05 -0.00103759 -0.00123652 0.000733367 -0.000815628 0.000348777 0.000456148 0.000654742 -1.13238e-05 5.62646e-05 0.000120548 0.000823173 0.000923732 -9.10143e-06 9.21744e-05 0.000272032
internal_weight=0 14.9143 24.4708 22.1852 20.4551 16.5206 9.44106 8.88534 3.93454 3.4009 15.5181 14.3686 13.2508 11.2624 10.3571 2.28557 2.09323 2.82353 1.98839 7.20462 6.62126 5.36724 9.75894 9.31578 8.95617 4.72253 4.48153 7.79475 7.10666 5.86477
internal_count=3910 987 2923 2367 2086 1904 738 682 182 133 1606 1490 1070 829 785 556 547 86 241 484 464 401 747 676 666 351 342 644 463 436
is_linear=0
shrinkage=0.00138972


Tree=386
num_leaves=31
num_cat=0
split_feature=4 403 52 151 133 160 1213 484 11 133 150 52 150 50 47 1373 448 150 1 9 124 49 42 4 0 42 14 1374 0 52
split_gain=0.9966 0.700114 0.718247 0.663279 0.651973 0.634398 0.615732 0.639354 0.666814 0.581025 0.7571 0.542459 0.534877 0.511057 0.513726 0.496294 0.389854 0.380709 0.569931 0.480687 0.475693 0.415924 0.391986 0.376274 0.376619 0.446998 0.369225 0.363461 0.667321 0.467149
threshold=0.28937500000000005 -1.0000000180025095e-35 -0.42985499999999993 -0.27336999999999995 -0.26719999999999994 -0.092169999999999988 -1.0000000180025095e-35 -0.0043499999999999988 0.08184000000000001 -0.031394999999999992 -0.22988499999999998 -0.040174999999999995 0.097030000000000019 0.14390500000000003 0.096475000000000019 0.099250000000000019 -0.083779999999999979 0.15024000000000001 0.099595000000000017 0.084755000000000011 -0.25305999999999995 -0.24910499999999997 0.091955000000000023 -0.52333999999999992 0.16242500000000001 -0.09602999999999999 -0.46637499999999993 -0.094679999999999986 -0.23029999999999998 0.11262000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 -7 12 15 -6 -11 -1 -8 14 26 16 -9 18 19 22 -20 -22 23 -18 25 -25 -5 -27 -29 -30
right_child=3 2 4 13 5 6 7 8 -10 10 -12 -13 -14 -15 -16 -17 17 -19 20 -21 21 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.00010053818616428432 -0.0015914998930918829 -0.0015667149051646146 -0.0018715846534727298 0.00038355444353595962 0.0013002971868134434 -0.0018594228117697334 -0.0015485777912059887 -0.0015368509895223174 -0.0016331778335823852 0.0011135676903143079 -0.0016813165963770246 -0.0017575849190757085 0.00089888377653525695 -0.001918606179564158 -0.00012657649573720749 -0.0018428728155330202 -0.0019134802701766124 -0.0014741778852896458 -0.0012336185448205304 -0.0017023911117465828 -0.00093831219088722417 0.0011981366196029365 -0.00080494647149325824 -0.0013358220586508257 0.0016454717729755158 -0.00092008891864029361 0.0018408750564125487 0.0019785717040609243 0.00041996978030171183 -0.0016101727803799965
leaf_weight=1.0680527790100316 0.40580025012604881 1.2176049695117424 0.69960772880586475 0.82850380276795554 0.35566664458019692 0.56520691339393891 1.3240398549242147 0.38726272276838614 0.66150336223654349 0.39378919824957925 2.0122853753273469 1.8071192456991436 0.39361952152103175 0.21027918206527818 0.97222665138542641 0.37725616153329511 0.24650699901396933 0.38776221475563843 0.33282512053847302 0.45297978399321515 0.33324255631305266 4.3704888550564638 1.1238902464974678 0.54021802567878729 0.7547077741473921 0.66995866457002762 2.0585176241584113 0.91466197464617049 7.4196179755961857 0.40622884314507235
leaf_count=109 20 338 207 57 25 214 388 25 35 6 379 799 16 9 40 22 10 11 12 44 9 257 79 60 19 44 300 14 338 24
internal_value=0 -0.000278328 -0.000184053 0.000655799 -0.000117042 -6.67835e-05 3.92948e-05 9.01637e-05 0.000185701 -0.000898819 -0.00122389 -0.00114203 -0.000987717 0.000879892 0.00103237 0.000249983 0.000293032 0.000332504 0.000372387 0.000161862 0.000896084 0.00104678 0.000231792 0.000338183 0.000390031 0.000294812 0.00142266 0.000388421 0.000488718 0.000314588
internal_weight=0 29.2161 26.3409 4.47533 25.1233 24.4237 21.662 21.0968 19.3791 2.76174 2.40607 2.87517 1.71766 4.06953 3.85925 18.7176 18.3404 17.9531 17.5653 12.5288 5.03656 4.70373 12.0758 10.9519 10.7054 9.95069 2.88702 9.41047 8.74051 7.82585
internal_count=3910 3484 2576 426 2238 2031 1621 1407 1003 410 385 908 404 406 397 968 946 921 910 632 278 266 588 509 499 480 357 420 376 362
is_linear=0
shrinkage=0.00184336


Tree=387
num_leaves=31
num_cat=0
split_feature=482 15 1348 14 15 3 484 457 474 51 401 156 453 375 124 1374 1365 16 11 3 159 160 133 150 3 403 15 15 128 52
split_gain=0.226956 0.261082 0.260596 0.313581 0.248978 0.391332 0.247168 0.362351 0.245124 0.257777 0.230098 0.222718 0.215763 0.225994 0.283567 0.247467 0.213551 0.280065 0.230451 0.244776 0.280997 0.241291 0.230694 0.230805 0.259894 0.279026 0.220839 0.228899 0.250773 0.19463
threshold=0.099580000000000016 -0.24219999999999997 0.093505000000000019 0.077685000000000018 -0.19153499999999998 0.30601500000000009 -0.0043499999999999988 0.12931000000000001 -1.0000000180025095e-35 0.11024000000000002 0.10072000000000002 0.10691500000000002 0.091855000000000006 0.087245000000000017 -0.082254999999999981 0.086000000000000007 1.0000000180025095e-35 -0.50763499999999995 0.08184000000000001 -0.14218999999999996 0.09141500000000001 -0.40446999999999994 -0.26719999999999994 0.15024000000000001 0.11476000000000001 -0.092224999999999988 -0.11739999999999999 -0.106555 0.086435000000000012 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 -1 -10 11 12 13 14 -8 16 17 -16 19 -19 21 -21 -23 24 25 -24 -27 -28 29 -29
right_child=-2 2 -4 -5 5 -7 10 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0036208756927326954 -0.0030520440072062524 -0.0025224545468686627 0.0032104289075793472 -0.0030037352938250945 -0.0030737367202807318 0.0032523663530580936 0.0021794377461219873 0.003346757340528229 0.0024512207378772034 -0.0010042647765785674 -0.0032435180239791458 -0.0032641034441971231 -0.003079494850443178 -0.0030892937135250397 0.0018753878928060021 -0.0025569842900131485 -0.0033071516578744974 0.0016650807146379018 -0.0030924183745218766 -0.0032399876827905348 -0.002349670856803892 -0.0032534934240513926 -0.0032309641235281432 -0.0033307308279745818 0.0019232185865018171 -0.0028827317486624865 0.0027249040591026839 -0.0032467980267392709 -0.0033476816566786766 0.00039991089916899632
leaf_weight=0.098331734538078197 0.26961696178477623 0.45111875563452564 0.23006694455398324 0.4151411951461349 0.57830718992772112 0.35384747997159216 0.67078557662897154 0.10823509149486199 0.9751920559210745 0.29065946710761636 0.23441220706445243 0.21652965464454688 0.22753423568792719 0.22856745962053615 0.91493896686005527 0.37231149565195742 0.18654431130562521 0.930810635094521 0.24148728267755437 0.22255621395741698 0.52768856301554556 0.20086865498158601 0.24980662674349297 0.18367446388583708 0.92894542333669949 0.22815024282316265 0.3927440328406967 0.15575961511056924 0.20110187167301763 5.9726690538665235
leaf_count=1 133 94 29 116 502 75 130 7 286 20 166 142 29 28 110 56 24 56 45 228 129 138 334 8 29 32 9 78 87 789
internal_value=0 -7.38705e-05 -0.000191841 -0.000242687 -0.000166167 -9.30013e-05 -0.000176514 -0.00206153 0.0012773 0.00165779 -8.05658e-05 -2.46232e-05 2.91811e-05 8.44007e-05 0.00014206 2.7313e-05 0.000110706 0.000166874 1.70903e-05 9.07464e-05 -6.74372e-05 7.04143e-05 0.000156951 0.00023936 0.000320024 0.000113186 0.000233379 0.000339138 0.000191103 0.000307226
internal_weight=0 16.9888 15.6246 15.3945 14.9794 14.5283 14.1744 0.686542 1.36418 1.26585 13.4879 13.2535 13.0369 12.8094 12.5808 11.9101 11.5377 11.3512 10.4363 10.1948 9.26396 8.73628 8.51372 8.31285 8.12918 7.20023 6.95042 6.72227 6.32953 6.12843
internal_count=3910 3777 3470 3441 3325 3231 3156 509 307 306 2647 2481 2339 2310 2282 2152 2096 2072 1962 1917 1861 1732 1504 1366 1358 1329 995 963 954 867
is_linear=0
shrinkage=0.00322057


Tree=388
num_leaves=31
num_cat=0
split_feature=31 1 42 4 13 0 12 2 159 0 4 47 49 130 151 41 484 403 14 1213 1374 52 15 15 150 52 0 12 131 15
split_gain=0.218614 0.212057 0.209901 0.253474 0.275642 0.226357 0.254759 0.208654 0.206319 0.225161 0.333981 0.248917 0.289282 0.272144 0.242694 0.20777 0.187242 0.181145 0.177769 0.174345 0.187994 0.190087 0.175826 0.228189 0.183173 0.233329 0.173718 0.171952 0.233634 0.244932
threshold=-1.0000000180025095e-35 0.10386500000000001 0.091955000000000023 0.11205000000000001 0.41346500000000003 0.18055000000000002 0.10733000000000002 0.14808000000000002 0.10519500000000001 0.047345000000000005 -0.49269499999999994 0.086425000000000016 -0.085974999999999982 1.0000000180025095e-35 0.087190000000000017 0.078535000000000008 0.091130000000000017 -0.092224999999999988 0.077685000000000018 -0.082704999999999987 -0.094679999999999986 -0.07125999999999999 -0.088379999999999986 -0.076594999999999983 0.083205000000000015 -0.066329999999999986 -1.0000000180025095e-35 0.093125000000000013 0.08518000000000002 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 5 4 -4 6 8 26 9 11 -11 12 14 15 -2 16 17 -14 19 -19 21 -21 24 -24 25 -22 -3 28 29 -25
right_child=1 7 3 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 20 22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0027068772417037997 -0.0027961878632414626 1.3817224899203427e-05 -0.0030016755965819155 0.00053099617718562646 0.0031720143516500644 0.0018471507927664975 -0.0030323386066909552 0.0022643556230749367 -0.0027905563474283587 -0.0020525693361456302 0.0021307967998333336 -0.0022106033551953122 -0.0029483442796704295 -0.0025539445803499455 0.0005279305152319113 -0.0027373604573375817 -0.0025728719410547584 -0.0029505932240188959 -0.0029757712503047681 -0.0031833631537728077 -0.0019584114068771879 0.0007674559510504412 -0.0029900503964249113 0.00082757774495593117 0.0026403676520368089 0.001838382610086967 0.0022368838762338388 0.0024233043735849996 -0.0030114117568724691 -0.0029986629828243337
leaf_weight=0.23539053215063432 0.60901335856760841 5.0269409362808801 0.7378321210053389 0.34487550077028573 0.068216517567634583 0.42518945713527578 0.29501951037673357 0.4349529378232545 0.26873208029428575 0.21316455022315495 0.72593333770055313 0.57055108479107719 0.13613213831558635 0.3305966672633075 0.27540073994896375 0.20219889082363796 0.18975019602657983 0.11854607183340338 0.12503549034590822 0.21198386698961258 0.21646266418974847 0.20864318084204292 0.15863967080076591 2.2518849949701769 0.78204043896403164 0.39437011566769686 0.32301072833069966 0.39841952724964347 0.16706033432274114 0.15435636106121808
leaf_count=113 77 546 554 40 1 25 137 136 140 62 31 180 180 362 36 48 110 193 29 7 55 35 50 379 37 83 123 38 55 48
internal_value=0 -0.000145197 -0.000392533 -0.00157719 -0.00247919 -0.000247934 -0.000346869 0.000307159 -0.000255898 -0.000175195 0.00118122 -0.000345011 -0.000191428 3.81775e-05 -0.00176108 0.000188111 0.000295401 0.000397636 0.000485443 0.000570931 0.000655372 -0.00122364 0.000830106 0.000443658 0.00169861 0.000492901 0.000148038 0.00062696 0.000348836 0.000582131
internal_weight=0 16.365 10.58 1.15092 0.806049 9.42912 9.00394 5.7849 8.70892 8.44018 0.939098 7.50109 6.93053 6.04612 0.884414 5.71552 5.51333 5.32357 5.18744 5.06241 4.94386 0.420627 4.52323 3.13036 1.39287 0.610833 5.34995 2.97172 2.5733 2.40624
internal_count=3910 3797 2992 595 555 2397 2372 805 2235 2095 93 2002 1822 1709 113 1347 1299 1189 1009 980 787 42 745 570 175 138 669 520 482 427
is_linear=0
shrinkage=0.00293843


Tree=389
num_leaves=31
num_cat=0
split_feature=39 3 457 3 3 51 1 4 13 4 484 15 4 41 12 43 2 43 43 1348 52 1375 3 3 13 124 0 402 13 15
split_gain=1.43293 1.13823 0.766641 0.85602 0.839452 0.66501 0.721609 0.572311 0.718242 0.623915 0.537578 0.592197 0.56813 0.639281 0.7563 0.564651 0.517224 0.511667 0.4957 0.484642 0.663102 0.534734 0.571757 0.703939 0.608559 0.474409 0.433136 0.418034 0.435209 0.520094
threshold=0.005105000000000001 0.31335500000000011 0.081330000000000013 -0.10628499999999998 -0.078884999999999997 -0.40274499999999996 0.088010000000000019 -0.083329999999999987 -0.10241499999999999 -0.08422499999999998 -1.0000000180025095e-35 0.079360000000000014 -0.48072499999999996 0.080335000000000018 0.09112000000000002 -0.52334499999999984 0.12001500000000002 0.088185000000000013 -0.49922499999999997 0.090260000000000021 -0.11051499999999999 -0.43271999999999994 0.090325000000000003 -0.081954999999999986 -0.083654999999999993 -0.52484999999999993 0.024745000000000003 -1.0000000180025095e-35 -0.094679999999999986 0.10363000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -2 26 9 -9 18 -1 12 15 17 -15 -12 -13 -14 -5 20 -4 -22 23 24 -23 -8 -7 -6 -29 -30
right_child=5 -3 19 4 27 6 25 8 -10 -11 11 16 13 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0011399384281290501 -0.0011605208407259541 0.00093868959775615147 -0.0011852668542788143 0.00098073442404953597 -0.0011307521723040654 -0.00082664937946394946 -0.00094281323953146522 0.00062013488191004938 -0.0010574126691792441 0.00054893006732692473 0.00082437959975948478 -0.00086357050323273643 0.0010092619676475528 0.00087424655904366527 -0.00080454716855238848 -0.0011677347830670269 0.00098083826250332457 -0.00011072169324000083 -0.001130857197784559 0.0011965990260909428 -0.00060745926416165639 -0.00076089484677851701 0.00091496514453805959 -0.00099768751110277764 0.00083029321663656878 0.00082036986640436431 0.00048783462884911062 0.00018698903077762864 -0.00023601479056644046 -0.0011457321722540684
leaf_weight=0.44627007946837682 0.3132869160035624 1.1093714776216064 0.483525916119106 0.16689425497315813 0.64178698987234284 0.68706341553479322 0.20056092273443837 0.34429083275608796 4.4484861656674193 0.7887917506159291 0.25858084578067064 1.0865501314401624 2.2836257885210212 0.54748129635117926 0.8697790945880115 0.57272245781496156 0.23080564569681872 0.65786392963491369 0.8387384321540593 0.51852563396096218 0.84714375459589053 0.40744837513193521 1.4827519319951532 0.61699915141798523 1.1513419008115302 4.036713275592775 0.57782892789691687 2.7808283051126628 9.4290746639017016 0.85850338707678098
leaf_count=59 20 123 37 5 166 64 6 24 1174 59 5 118 113 27 27 77 5 15 302 24 18 33 43 38 44 352 17 98 643 174
internal_value=0 -0.000176014 -0.000213763 -0.000290719 -0.000406798 0.000425221 0.000515512 -0.000735092 -0.000936905 -0.000196065 4.81073e-05 0.000129582 0.000299645 0.000461323 -0.000156037 -0.000548078 -0.000540423 0.000758778 -0.000780419 0.000166997 5.99909e-05 0.000193625 0.000379118 1.39506e-05 0.000414376 0.000736914 -0.000226166 -0.000249065 -0.000205766 -0.000311931
internal_weight=0 33.8682 32.7588 27.2511 20.2974 5.81545 5.50217 6.5872 4.79278 1.79442 6.95368 6.50741 5.19005 4.35875 1.41726 0.831303 1.31736 2.94149 1.00563 5.50774 4.98921 4.50569 3.65854 2.17579 1.55879 4.23727 1.26489 13.7102 13.0684 10.2876
internal_count=3910 3451 3328 3091 2645 459 439 1564 1198 366 446 387 264 182 54 82 123 128 307 237 213 176 158 115 77 358 81 1081 915 817
is_linear=0
shrinkage=0.00111896


Tree=390
num_leaves=31
num_cat=0
split_feature=1 3 12 3 40 51 4 47 50 151 3 44 51 49 3 2 42 13 15 160 1184 49 1374 150 49 2 13 130 13 48
split_gain=0.915372 0.595645 0.564226 0.583986 0.567499 0.59049 0.473848 0.930116 0.765538 0.58831 0.468465 0.440388 0.422326 0.398782 0.405093 0.668382 0.436011 0.416467 0.594299 0.380731 0.375082 0.367357 0.357507 0.45922 0.417536 0.401611 0.341134 0.331053 0.317926 0.496704
threshold=0.094485000000000013 -0.115685 -1.0000000180025095e-35 0.16699000000000003 0.34489500000000001 -0.40274499999999996 -0.034289999999999994 0.13206500000000002 0.11515000000000002 -0.40391999999999995 -0.069909999999999986 0.13998500000000003 0.092720000000000011 0.10581000000000002 0.11818000000000002 0.090310000000000015 0.095385000000000011 -1.0000000180025095e-35 -0.099824999999999983 -1.0000000180025095e-35 0.084765000000000021 -0.088329999999999978 -0.094679999999999986 0.08826500000000001 0.073145000000000016 -0.0050599999999999994 -0.5337599999999999 -0.0060099999999999989 -0.45122499999999993 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 11 8 9 -8 19 27 21 14 15 16 17 -11 -19 -3 -7 -12 -23 24 25 -24 -27 -4 -28 -30
right_child=2 10 3 -5 -6 20 7 -9 -10 13 12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 28 -29 29 -31
leaf_value=0.00026520981790855835 -0.0016478279891066572 -0.0015999114158537029 0.00085241195456202087 0.0012465877189977645 -0.0016499163761436403 0.0012030299302766545 -0.0016389496980877226 -0.0016894841065035642 -0.001633429820220388 -0.00098309852453872578 -0.0014853217859923269 0.0018999542011382616 -0.0016569372506925802 0.0015382374873494547 -0.00049214900655379732 0.0012168056473167549 0.001102297675650847 0.0016952697996599363 -0.00083036319907577884 -0.00061729316041402873 -0.0011448571055232063 -0.0017574698829668583 -0.0013706511746817325 0.0014606116297268088 -0.0012036408935765751 -0.0012869739012210742 0.0016052321551641576 -0.001353727326190378 0.00044165860405319932 -0.0014250583356621137
leaf_weight=3.223483030858918 0.21645127888768989 1.2171914364153078 0.19630810501985219 0.89088623295538205 0.23710520192980755 3.0185787079390134 0.35720559326000234 0.70702964544761915 0.52758764149621118 1.1550474415998881 0.45588011574000109 0.13584914803504933 0.47674407577142108 0.76711775129660953 1.2389824234414843 2.0571085764095187 0.70843329560011614 0.47583267488516867 0.46862173592672141 5.5812073233537376 0.18287243484519411 0.28156923875212658 0.42281114729121227 0.5523784189717843 0.70705580394132983 0.33445733413100232 0.477452922612429 1.4136015154654133 3.027624213835225 0.41015521489316586
leaf_count=229 10 611 15 80 8 376 17 36 56 71 26 1 69 25 32 128 25 16 30 1352 7 10 32 14 142 10 8 254 181 39
internal_value=0 -0.000351511 0.000189168 1.05327e-05 0.000731654 0.000896867 -9.73343e-05 5.84345e-05 0.000217774 0.000352891 -0.000494075 -0.000852459 -0.000209485 0.00045644 0.000320486 0.00052744 2.2407e-05 -0.00034198 0.000442095 -0.000793222 0.00106891 -0.000106017 -4.81868e-06 7.83738e-05 -6.35558e-05 0.000108965 0.000256175 -0.00108472 0.000387998 0.000218944
internal_weight=0 17.168 14.7546 11.0996 3.65501 3.4179 10.2087 8.46297 7.75594 7.22835 13.9445 1.74576 7.14613 6.87114 6.10403 4.86504 2.80794 2.0995 0.944454 6.7984 3.20145 6.66938 6.2135 5.93194 5.37956 4.6725 4.24969 1.60991 3.91523 3.43778
internal_count=3910 2723 1187 786 401 393 706 436 400 344 2494 270 531 327 302 270 142 117 46 1963 383 462 436 426 412 270 238 269 228 220
is_linear=0
shrinkage=0.0015919


Tree=391
num_leaves=31
num_cat=0
split_feature=4 48 12 50 132 38 3 15 124 3 1348 49 3 42 15 52 160 43 43 15 12 16 159 13 1 15 453 52 457 39
split_gain=1.41665 0.79597 0.75587 0.676882 0.571763 0.534372 0.569564 0.609516 0.605799 0.526439 0.503514 0.48872 0.48454 0.465638 0.457264 0.461915 0.413685 0.643697 0.985462 0.561214 0.487653 0.433235 0.400353 0.394482 0.525901 0.378763 0.37556 0.363155 0.452663 0.443106
threshold=0.28937500000000005 0.11930500000000001 0.051320000000000005 0.14390500000000003 0.080815000000000012 1.0000000180025095e-35 0.31335500000000011 0.17176000000000005 -0.085379999999999984 0.097615000000000021 0.084620000000000015 -0.22390499999999999 -0.097604999999999983 0.092635000000000009 0.091915000000000011 -0.15154999999999999 -1.0000000180025095e-35 -0.074254999999999988 -0.079109999999999986 0.083935000000000023 0.088375000000000023 -0.083564999999999987 0.09141500000000001 0.0015650000000000002 0.08844500000000001 0.091195000000000012 1.0000000180025095e-35 -0.087094999999999992 -0.066264999999999991 -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 4 26 5 6 7 8 -1 11 27 -4 13 14 15 -13 -14 18 19 -18 23 -21 -17 24 25 -19 -2 -10 -29 -30
right_child=1 -3 9 -5 -6 -7 -8 -9 10 -11 -12 12 16 -15 -16 22 17 20 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011305624800825127 0.0010909160505785131 -0.00077926927060738716 0.00036166474978635354 -0.0015751805187652012 0.00098451872884518796 -0.0012063489688776872 0.0015342686344340319 -0.0015520828290778068 -0.00082114405624764575 0.00036171367299970669 0.001347715571141758 -0.0015132635618877609 -0.0014413309976827654 -0.001466828122996438 -0.0016213252401018859 0.00060144299230952458 -0.0011898202150414485 -0.0015212223815095811 0.0010483475079588716 0.0014893879367265444 -0.0015402868122982207 -0.00068901297798750491 -0.00089344697474794002 0.001357455628221863 0.0012619523657338805 0.00099946725029512857 -0.0008772049042664481 -0.0012742016111991674 -0.0014896906743422241 0.00015831181718940155
leaf_weight=0.98071706132031344 3.9611109192483118 0.81238145963288833 1.1912334465887422 0.24780043587088574 1.2200964097864915 0.9050412820652135 0.51780058071017343 0.60054563824087459 1.6844780937535633 1.5393339195288707 0.50761184818111438 0.33407193323364559 1.9836581700365057 0.5808014700305647 0.36128411779645819 2.4361512220348245 1.7367792900186039 1.0040011155069772 1.0115978559479115 0.38200992299243808 2.2779145417734981 0.44881531462306146 0.48569355194922526 0.23088851524516929 0.24003739724867035 0.15563227207167063 0.23199497535824765 0.62370144901796631 0.39120802120304876 6.4348889895482166
leaf_count=86 371 38 47 9 65 58 47 30 121 36 16 109 734 53 43 165 302 324 64 9 680 107 39 17 15 15 8 22 27 253
internal_value=0 0.000589029 -0.00025676 0.000839334 1.6341e-06 -9.31955e-05 -7.38898e-06 -7.85162e-05 4.79146e-06 -0.000475231 -0.000109715 -0.000561926 -0.000642414 -0.000217239 -1.65966e-05 0.000161468 -0.000830865 -0.000669138 -0.00020849 -0.000703665 -0.00109098 0.000312607 0.00035295 -0.000463291 -0.000763639 -0.00118293 0.000982024 -0.000190708 -4.81599e-05 6.38637e-05
internal_weight=0 5.25329 30.266 4.44091 13.8661 12.646 11.741 11.2232 10.6226 16.3999 9.64189 14.8606 13.6693 4.198 3.6172 3.25592 9.47133 7.48768 3.5792 2.5676 3.90847 0.830825 2.92184 1.63056 1.39967 1.15963 4.19311 9.13428 7.4498 6.8261
internal_count=3910 426 3484 388 725 660 602 555 525 2759 439 2723 2676 409 356 313 2267 1533 482 418 1051 116 204 371 354 339 379 423 302 280
is_linear=0
shrinkage=0.00150346


Tree=392
num_leaves=31
num_cat=0
split_feature=1 12 51 40 150 484 403 52 1374 0 0 52 43 16 52 16 1 47 156 50 457 3 4 132 42 3 2 484 160 52
split_gain=1.16367 0.870346 0.678675 0.746557 0.645201 0.625606 0.534407 0.64251 0.547394 0.715359 0.496595 0.634591 0.619631 0.503866 0.645326 0.493778 0.465305 0.493097 0.507214 0.642268 0.438228 0.613766 0.578952 0.435315 0.529889 0.441426 0.472817 0.421164 0.383965 0.363032
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.40274499999999996 0.34489500000000001 0.081245000000000026 -0.0043499999999999988 -1.0000000180025095e-35 -0.080899999999999986 -0.094679999999999986 -0.23029999999999998 -0.077944999999999987 0.086950000000000013 -0.078454999999999983 -0.50763499999999995 0.071660000000000015 -0.27337499999999998 0.10752500000000002 0.11603500000000001 0.11896500000000002 0.10481500000000002 0.084715000000000013 -0.078884999999999997 -0.076854999999999993 0.080815000000000012 -0.089024999999999979 -0.069909999999999986 0.090190000000000006 0.087055000000000007 0.084835000000000008 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=5 2 -2 -4 16 -1 7 -7 -8 -10 11 13 23 -11 20 -14 -3 18 19 -18 21 -15 -23 24 -12 26 -26 -24 -22 -17
right_child=1 4 3 -5 -6 6 8 -9 9 10 12 -13 15 14 -16 29 17 -19 -20 -21 28 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013836315631052915 -0.0015459738959452314 -0.00071798422828646326 0.001078904492342109 -0.0015367327240909312 0.00059788341565825576 0.00012206270921851284 -0.001630590659156604 -0.00143405269321315 0.0010079548283143957 0.00085903698007697583 -0.0015430387361601277 -0.0014602219491574682 0.00087613865185860425 -0.001442830627226643 0.00062260067729285988 -0.0012238744501197189 0.00068737007738377688 -0.00062605367762853456 -0.0011589449156828534 -0.0011710635075772649 -0.00082988946623765015 0.00097831064771940353 -0.0010648245133444056 0.0013959506808575587 0.0012644855646424557 0.0015482941049555492 -0.00067895548057104386 0.00057571687298460582 0.00090734044234247241 -0.00010228821027106194
leaf_weight=1.2002779879258039 0.26273286156356324 2.7824523658491653 3.7452576091745895 0.25578484684228886 2.8158718424383542 0.88097445678431574 0.55482407938689959 1.7166868550120877 1.1197133529931402 0.75454723206349417 0.32557741471100676 1.1732815809082238 0.57247030502185259 1.9790538160596107 1.100939685013145 1.23115655261788 3.3888217950006951 1.862088589929044 0.47483976185321797 0.46389069408178318 0.47102220542728879 0.56493302783928845 1.6122360767912987 0.96381285460665811 0.42053463927004509 0.60025509004481081 0.79196443036198616 0.43627681001089502 0.68533663242124021 1.3038043670239856
leaf_count=485 10 278 383 8 156 78 46 708 34 27 48 324 15 334 65 135 194 94 29 35 27 15 146 31 12 21 48 10 21 93
internal_value=0 0.000186732 0.000760247 0.000911688 -2.07114e-05 -0.000346057 -0.000281394 -0.00090631 -0.000183966 -0.000134135 -0.000219462 -0.000446251 0.000101118 -0.000289804 -0.000416356 -0.000366406 -0.000214856 1.13171e-05 0.000285569 0.000463603 -0.000615322 -0.000820541 -0.000349308 0.000569438 0.000196903 0.000509403 -4.90607e-06 -0.000715434 0.000199711 -0.00064701
internal_weight=0 16.0517 4.26378 4.00104 11.788 20.4597 19.2594 2.59766 16.6617 16.1069 14.9872 8.77763 6.20958 7.60435 6.8498 3.10743 8.97209 6.18964 4.32755 3.85271 5.74886 4.5925 2.61345 3.10214 2.13833 1.81275 1.2125 2.04851 1.15636 2.53496
internal_count=3910 1187 401 391 786 2723 2238 786 1452 1406 1372 969 403 645 618 243 630 352 258 229 553 505 171 160 129 81 60 156 48 228
is_linear=0
shrinkage=0.00148128


Tree=393
num_leaves=31
num_cat=0
split_feature=4 12 12 48 50 132 151 1 16 1348 2 39 376 3 3 13 457 457 48 1 42 12 43 12 43 1 4 4 16 160
split_gain=1.33481 0.822363 0.772552 0.703611 0.912001 0.521443 0.5524 0.51694 0.731615 0.42272 0.392565 0.387394 0.386267 0.373807 0.354614 0.633723 0.336534 0.410554 0.33594 0.313777 0.282074 0.265637 0.258938 0.481303 0.438758 0.348526 0.334917 0.637948 0.547906 0.381608
threshold=0.28937500000000005 0.051320000000000005 -1.0000000180025095e-35 0.11930500000000001 0.11901000000000002 0.080815000000000012 -0.086769999999999986 0.11198000000000001 -0.53943499999999989 0.084620000000000015 0.092340000000000019 0.14706500000000003 0.048375000000000008 0.097615000000000021 0.24227500000000002 -0.42334499999999992 0.084715000000000013 0.090920000000000015 -0.36174999999999996 0.086430000000000021 -0.089024999999999979 -0.095029999999999989 -0.074254999999999988 0.088375000000000023 -0.075819999999999985 0.08844500000000001 -0.084009999999999987 -0.08422499999999998 -0.17157499999999998 -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 -2 4 7 6 10 8 -4 12 -1 13 14 16 -8 -16 18 -18 -3 -7 -14 -22 24 25 26 -24 27 -20 29 -28
right_child=2 11 3 -5 -6 19 9 -9 -10 -11 -12 -13 20 -15 15 -17 17 -19 22 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00020392743732256121 0.0012969435947295996 0.0014570327758809049 0.0011868926704717566 -0.0011392164371095681 -0.0013736524809249751 -8.9438250389191118e-05 -0.00069083604212520611 0.0012012029882910228 -0.00056390750025089246 0.00074770227138382648 0.0011218290790237667 0.001299719189504591 -0.00064096671730831103 -0.00012142263856062104 -0.00063041420807392412 0.0013068938949444664 0.00048381677892219587 -0.00090524880912231829 -0.00059088469009381897 0.0013122855278807882 -0.00045554380632347873 0.00099170586947675324 -0.00080008657253966789 -0.0012667059049279342 0.00053014930091975585 0.00040554562654449418 -0.0013221987636830867 0.0015481801385972952 -0.0011742041367874369 9.541805490450778e-05
leaf_weight=0.88091468741185852 0.83602902165148396 0.10471349954605713 0.61119979398790736 0.79781431099399913 0.50954149477183808 0.5755150164477516 9.2381321534048713 1.057468958199024 1.1041765538975594 0.45173927652649659 0.63250029901973903 0.15595574723556538 0.547365618404001 1.5236763637512911 0.79963413765653968 0.42692576209083088 0.73302831454202422 0.67251223046332598 1.8414903258671986 0.4851392365526408 0.311226443387568 0.63677799561992354 2.8126408155658269 4.8939516449463554 0.45937485899777097 0.45985829830169667 0.42808121000416566 0.26259341090917576 4.061490238411352 1.1643813018454237
leaf_count=45 201 1 49 29 13 20 386 108 26 24 42 19 16 34 26 42 35 68 210 45 13 66 505 962 29 36 42 2 784 32
internal_value=0 -0.000542406 0.000172587 -5.77928e-05 0.000205057 -0.000316062 -0.000382158 0.000495163 5.9914e-05 -0.00047145 0.000350145 -0.000715698 -0.000517498 -0.000731885 -0.000604718 4.39e-05 -0.000783866 -0.000180813 -0.000835272 0.000551705 9.28707e-05 0.000516579 -0.000849923 -0.00101183 -0.000689019 -0.000630669 -0.000761209 -0.000323926 -0.000923942 -0.000285662
internal_weight=0 34.5596 4.91623 4.0802 3.28239 14.9859 13.9252 2.77285 1.71538 12.4118 1.51341 19.5737 11.9601 19.4178 10.4647 1.22656 17.8941 1.40554 16.4886 1.06065 1.49537 0.948004 16.3839 8.16645 8.21741 3.2725 7.75804 2.10408 5.65395 1.59246
internal_count=3910 3484 426 225 196 725 660 183 75 573 87 2759 549 2740 454 68 2706 103 2603 65 95 79 2602 1503 1099 541 1070 212 858 74
is_linear=0
shrinkage=0.00128389


Tree=394
num_leaves=31
num_cat=0
split_feature=1 39 0 3 51 457 1375 132 45 3 4 47 12 14 4 52 2 3 133 133 13 2 0 48 49 12 131 3 1212 43
split_gain=1.17043 1.10277 0.999358 0.808185 0.753559 0.734775 0.590031 0.557221 0.443028 0.416833 0.403019 0.693371 0.442434 0.414831 0.393053 0.794325 0.777757 0.75499 0.382418 0.661729 0.4551 0.64196 0.422874 0.417382 0.452227 0.445883 0.373882 0.36356 0.346798 0.346298
threshold=0.085835000000000009 0.005105000000000001 -0.070894999999999986 0.16699000000000003 -0.40274499999999996 0.081330000000000013 -0.43271999999999994 0.079995000000000011 -1.0000000180025095e-35 0.11818000000000002 0.022820000000000003 0.09252500000000001 0.10333000000000002 -0.46879999999999994 -0.49837999999999999 0.10433000000000002 0.10869000000000002 -0.115685 -0.090054999999999982 -0.088724999999999984 -0.10023999999999998 0.084065000000000015 -0.13506999999999997 0.084260000000000015 -0.0090499999999999973 0.085185000000000025 0.084390000000000007 -0.084129999999999996 -0.50114499999999984 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 18 5 -3 7 -7 8 -2 -8 28 13 -13 -12 15 -4 -16 -18 -1 -20 22 27 -21 -23 25 -25 -9 -22 -10 -15
right_child=1 4 14 -5 -6 6 9 26 10 -11 11 12 -14 29 16 -17 17 -19 19 20 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001605618129071821 0.0016187013489728092 -0.0016640075301965021 -0.0016964385227082699 0.0010393395236348425 0.00099188573805383579 -0.00073969686968741169 0.001235771426695309 0.0013619297255760686 0.0013771962046119997 -0.00034786673526465142 -0.00098264262599547566 -0.0011950493636803605 0.00046386613670449441 -0.00059595383602113782 0.00072760422523398605 0.00057256516020012783 0.00084357239631977388 -0.0016264186346474393 0.0019830037186608991 -0.0011649382113514918 -0.001295556023631523 -0.0015330829334726755 0.00066544274219489032 -0.00087971498920159854 -0.0016319114201860736 0.0012220089783914622 -0.00037725237108497803 0.00059060547700229738 -0.00093922482057003228 0.00078806814774601058
leaf_weight=1.3225407996796974 0.24526621168479223 0.28741162037476886 0.84634296747390159 1.444296222529373 3.9343474846100426 0.74610597779974375 1.8291584961116307 0.72867222316563018 0.16763463465031048 0.53965693456120778 0.58068473218008909 2.0508923097513621 0.50167341856285919 0.57629029848612923 2.9243007538025259 0.71245763025945053 0.4874205887317653 0.85368113132426537 0.22633229964412471 0.47832608676981181 0.35729320684913546 3.2891736786114052 0.93514279928058097 0.54676029679831095 0.60897132370155294 0.47117089875973761 0.5392538330052048 0.90568115992937837 4.8575105397612859 2.1232333302032198
leaf_count=339 15 10 56 150 362 13 73 50 10 25 19 114 13 21 129 19 9 199 7 42 117 1027 26 41 118 17 41 54 704 90
internal_value=0 8.70661e-05 -0.000491565 -9.34736e-05 0.000811076 -0.000199125 0.000488231 -0.000372194 -0.000485754 0.000874991 -0.000533291 -0.000250139 -0.000869011 0.00023145 2.10544e-05 -0.000659379 0.00026972 -0.000728706 -0.000818167 -0.000684972 -0.000764504 -0.000949915 4.60312e-05 -0.0012086 -0.000552587 9.31122e-05 0.000622249 5.70137e-05 -0.000861951 0.000492609
internal_weight=0 21.1521 14.9656 16.9303 4.22176 15.486 3.11492 12.3711 11.1032 2.36882 10.8579 5.83277 2.55257 3.28021 5.8242 1.5588 4.2654 1.3411 9.14139 7.81885 7.59252 6.17905 1.41347 4.91608 1.6269 1.01793 1.26793 1.26297 5.02515 2.69952
internal_count=3910 1710 2200 1338 372 1188 111 1077 986 98 971 257 127 130 412 75 337 208 1788 1449 1442 1374 68 1203 176 58 91 171 714 111
is_linear=0
shrinkage=0.00158341


Tree=395
num_leaves=31
num_cat=0
split_feature=1 0 39 51 3 48 4 2 52 0 12 42 3 457 14 14 51 4 16 150 15 1212 9 2 133 1348 157 52 42 42
split_gain=0.255886 0.423493 0.260684 0.264478 0.256795 0.236818 0.356125 0.388755 0.353108 0.274145 0.261098 0.242692 0.293864 0.236849 0.295393 0.301049 0.267903 0.332539 0.232034 0.233853 0.253168 0.230961 0.257875 0.217014 0.214126 0.205477 0.197556 0.205964 0.213044 0.299801
threshold=1.0000000180025095e-35 -0.084074999999999997 0.005105000000000001 -0.40274499999999996 0.31335500000000011 0.12675000000000003 -0.23071499999999998 1.0000000180025095e-35 0.024145000000000003 1.0000000180025095e-35 0.097345000000000015 -0.10770999999999999 -0.074234999999999982 -0.0015249999999999997 0.077685000000000018 -0.13131999999999996 0.087505000000000013 0.0057500000000000008 -0.50763499999999995 0.085200000000000012 -0.089024999999999979 -0.50114499999999984 -0.016839999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.084620000000000015 -1.0000000180025095e-35 0.11401500000000002 0.091955000000000023 -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 18 4 -4 5 6 24 9 -7 10 21 -12 -13 -9 15 -15 -17 -18 -1 23 -21 -8 -23 -20 -2 -16 -3 28 29 -28
right_child=2 26 3 -5 -6 8 7 13 -10 -11 11 12 -14 14 25 16 17 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00037448180031654011 0.0031252983718389332 -0.0029710003080422472 -0.0030119502442560761 0.0013994162546808752 0.002238765796761574 -0.0029012618321317849 0.0026472919130217597 -0.00077180065742954494 0.00068887603198925147 0.0025407518532695548 -0.003178064105526875 0.0014576879905045111 -0.0020980959725891949 -0.00049529111174925538 -0.0029279427840256888 0.0022343257363468408 -0.0018128728095344691 0.0018326590130260929 0.0029301475841058177 0.0019924011097947943 -0.0029576323834359587 0.0031688641069935112 -0.0022141691579311072 -0.0029929365204133078 -0.0029922814280446577 0.0026533069341464245 -0.00092061781297124337 -0.0021618935619678874 -0.0012752607948604304 0.0012145821767129831
leaf_weight=0.38110361353028688 0.05532122403383255 0.1920459043758459 0.12579129694495339 1.806262305995914 0.40001977587235238 0.61614627810195155 0.10139961959793753 0.80635111709125329 0.38529847073368728 0.2168806925183161 0.16831839579390351 0.84612801460025355 0.26382291516347312 0.71033956768224094 0.25656995890312817 2.0151815119315875 0.3744902875041588 0.51326793199405074 0.055886246263980754 0.21266543649835512 0.15425321599468578 0.081232125870879357 1.4801376851974124 1.2671407341549636 0.47118909889831773 0.07340925419703126 0.78249996610975525 0.32256823639181664 0.61549582866427943 2.0856752180989147
leaf_count=44 1 128 10 368 123 52 10 43 18 33 12 79 68 74 89 169 37 11 2 9 93 3 542 848 174 2 364 176 181 147
internal_value=0 -0.000619263 0.000124361 0.0011122 -6.96874e-05 -0.000167555 -6.96966e-06 0.000149004 -0.00151998 -0.000650887 -0.000886248 0.000113386 0.000612518 0.000680835 0.000977883 0.00122119 0.0016412 0.000294835 -0.0016989 -0.00216648 -8.86013e-05 -0.00165473 -0.00193411 -0.00274274 -0.0023495 -0.0016863 -6.00267e-05 8.68481e-05 0.000295069 0.000632054
internal_weight=0 6.06933 11.7676 1.93205 9.8355 9.43548 8.43404 7.90753 1.00144 3.15792 2.94104 1.27827 1.10995 4.74961 3.94326 3.61328 2.90294 0.887758 2.07105 1.68995 0.366919 1.66277 1.56137 1.32303 0.52651 0.329979 3.99829 3.80624 3.48367 2.86818
internal_count=3910 1992 1918 378 1540 1417 1347 1172 70 747 714 159 147 425 382 291 217 48 996 952 102 555 545 850 175 91 996 868 692 511
is_linear=0
shrinkage=0.00294161


Tree=396
num_leaves=31
num_cat=0
split_feature=4 12 3 48 14 151 132 457 43 38 3 15 1348 124 133 159 48 15 1374 457 16 52 52 0 12 12 16 2 49 50
split_gain=1.5429 1.03078 0.783899 0.77338 0.700736 0.678844 0.645807 0.557191 0.531817 0.526413 0.641577 0.654315 0.487267 0.485202 0.47817 0.560044 0.492309 0.774234 0.635985 0.644495 0.459766 0.656234 0.686138 0.63154 0.628072 0.816317 0.602857 0.805564 0.595723 0.693968
threshold=0.28937500000000005 0.080120000000000011 0.097615000000000021 0.11930500000000001 -0.46879999999999994 -0.086769999999999986 0.080815000000000012 0.084715000000000013 -0.17307499999999998 1.0000000180025095e-35 0.31335500000000011 0.079360000000000014 0.084620000000000015 -0.085379999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095090000000000022 -0.073314999999999991 -0.094679999999999986 -0.066264999999999991 -0.083564999999999987 -0.091329999999999981 -0.42985499999999993 -0.070894999999999986 0.086935000000000012 0.086765000000000023 -0.084184999999999996 0.090420000000000014 -0.18178499999999997 0.10030500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 -2 -1 9 8 -3 10 11 12 13 -7 -15 -16 18 -18 -17 -20 24 22 -22 -24 25 26 27 -10 -26 -30
right_child=3 2 -4 -5 -6 6 -8 -9 20 -11 -12 -13 -14 14 15 16 17 -19 19 -21 21 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=0.00075657407238047898 -0.00025343369252257494 -5.2694850289829913e-05 0.00045921960986662912 -0.00068599841051847257 0.0010120451691225628 0.00089378376065054211 0.00081755654205577916 0.00020870849389290628 -0.0014239966962323639 -0.0011132037161772879 0.0014247501933981907 -0.0012246259329175783 0.0011879249958962382 -0.0011483395602026312 -0.0014222292038445408 -0.0015368579432786466 0.0014174173097308948 -0.00037778091442087499 -0.0014690652702222661 8.8467668413037611e-05 -0.0013994777659736438 -0.0012981505524240302 -0.0010245234415101811 0.00051929583963557517 0.00079544811869956453 0.0016832581647891693 0.001905475336651463 0.00070574530685843951 -0.0013169316077205233 0.00042746384726683617
leaf_weight=2.0080935870064449 1.0831896320451049 2.5581115384120556 1.6060265093110491 0.87199983512982715 3.8443987912032744 0.80310638062655293 1.3395454990677524 1.6732402691850428 0.92799149709753692 1.1048701807158057 0.50320452684536654 1.0510045344708494 0.5582702620886274 0.98446192010305011 0.60019502427893634 0.63448857236652578 1.0126122746150938 0.85637761279940594 0.57092074234969192 5.0660036819754479 1.0681430011172781 4.6136354019399652 0.80487797677051309 1.4052147819893486 0.39617392327636514 0.50922720285598178 0.20526404445991375 0.54412422166205943 2.5451861057081264 0.53263197187334288
leaf_count=94 55 181 33 38 333 49 64 103 199 57 38 63 13 54 52 14 34 20 15 185 296 1186 119 60 7 12 2 21 433 80
internal_value=0 -0.000251291 -0.000470616 0.000520381 0.000733866 -2.49699e-06 -0.000103543 -0.000554588 -0.000633863 -0.000193307 -0.000112903 -0.000176652 -7.7303e-05 -0.000144393 -0.000230127 -0.000126708 -3.11889e-05 0.000594851 -0.00021776 -6.92829e-05 -0.000743562 -0.000960346 -0.000484937 -4.29367e-05 -0.000441327 0.000142158 -0.000325697 -0.0006368 -0.000808585 -0.00101506
internal_weight=0 36.483 19.3898 5.79959 4.92759 17.0932 15.0851 17.7838 16.1106 13.7455 12.6406 12.1374 11.0864 10.5282 9.72506 8.7406 8.1404 1.86899 6.27141 5.63692 13.5525 7.89187 3.27824 2.21009 5.6606 2.18661 1.67738 1.47212 3.47399 3.07782
internal_count=3910 3484 2732 426 388 752 658 2699 2596 594 537 499 436 423 374 320 268 54 214 200 2415 1661 475 179 754 234 222 220 520 513
is_linear=0
shrinkage=0.00138972


Tree=397
num_leaves=31
num_cat=0
split_feature=1456 1 2 3 2 151 38 12 151 3 43 49 47 43 150 52 50 52 160 3 12 3 160 12 0 0 132 43 11 2
split_gain=0.246793 0.246319 0.238197 0.230931 0.211609 0.208958 0.206113 0.377096 0.210729 0.202396 0.241488 0.23308 0.197792 0.222893 0.196992 0.22414 0.196838 0.20876 0.197754 0.195123 0.229742 0.284309 0.194327 0.303997 0.214137 0.432743 0.289939 0.211781 0.187708 0.189067
threshold=-1.0000000180025095e-35 0.10113500000000002 0.14808000000000002 -0.115685 0.11635500000000001 -0.035524999999999994 0.11976000000000002 -0.083349999999999994 -0.27336999999999995 -0.069909999999999986 -0.091614999999999988 -0.085974999999999982 0.085165000000000018 0.098320000000000005 0.087865000000000013 0.091715000000000005 0.14262000000000002 -0.42985499999999993 -0.079234999999999986 0.094625000000000015 0.087020000000000014 -0.016619999999999996 0.084100000000000022 0.085185000000000025 -0.084304999999999977 -0.083424999999999985 0.093105000000000007 -0.50329499999999994 0.08184000000000001 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 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 6 12 9 -1 7 -3 -9 14 -11 -12 13 28 15 22 17 -10 -19 20 21 -13 24 -24 -5 -26 27 -27 29 -2
right_child=1 2 -4 4 -6 -7 -8 8 16 10 11 19 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00078676927599800417 0.00034799788664928682 0.0032456314321698378 0.0031417922243172146 -0.0029875754992054466 -0.0032822909324039216 -0.0037535943425562944 -0.00368513435016959 -0.0035467070976361579 -0.0037307535869067808 0.0026529826838723341 -0.0030837309398320241 0.0036846475821719279 0.0031812850083005068 -0.0037446867013479755 -0.0038480865705090468 -0.0037536799102372851 -0.0037915388321519078 -0.0011117432352504739 0.00087331693087453334 0.0011918591648660058 -0.0038350320805207224 -0.00068985512146232583 -0.003752640391581517 0.0023861029500199175 0.0027987014139158333 0.001732832315849947 0.0019162663224417751 -0.0037538255067758493 -0.0030078277413021709 0.0037551583328082195
leaf_weight=0.20061508091748692 0.97576213309366966 0.58755315421149124 0.43726640450768162 0.61491716008459052 0.41700346424477164 0.46269423220656136 0.17381289578042913 0.20907829201314587 0.16425588316633355 0.41495451415539708 0.38239512740983617 0.22909729054663408 0.3645446538721443 0.18012388658826228 0.36046045368129842 0.34649559109675454 0.16051788383629162 0.83838722560903978 3.9913573116937178 1.2021649155940393 0.27501492470037181 1.9593755159003152 0.14001610886771221 0.54439325016574003 0.41896151399123771 0.11550787044689392 0.22878868962288834 0.61032331730529576 0.17157885871711176 0.29218040138948709
leaf_count=41 127 186 138 515 152 328 11 24 112 37 37 12 29 15 131 370 17 90 365 88 126 173 45 107 49 5 65 457 47 11
internal_value=0 -6.96674e-05 0.000492357 -0.000429694 -0.000703121 -0.00238038 0.000303211 0.000419697 0.000110132 -0.000565987 -4.65514e-05 -0.000323273 0.000708541 0.000151984 -0.00125189 -0.000941948 0.000258461 0.000388636 0.000528734 -3.53067e-05 -0.000634155 -0.000231916 -0.000577456 0.00113024 -0.00116522 -0.000349396 -0.00173103 -0.00288069 0.000639565 0.00113313
internal_weight=0 16.8063 6.56223 10.2441 8.25987 0.663309 6.12496 5.95115 5.3636 7.84287 4.463 4.04805 1.98419 1.61965 3.37986 3.0194 5.15452 4.994 4.82974 3.66565 2.46349 2.18847 2.67291 0.684409 1.9885 1.37358 0.95462 0.725831 1.43952 1.26794
internal_count=3910 3541 943 2598 2369 369 805 794 608 2217 473 436 229 200 1744 1613 584 567 455 399 311 185 1243 152 1091 576 527 462 185 138
is_linear=0
shrinkage=0.00371563


Tree=398
num_leaves=31
num_cat=0
split_feature=1 0 39 3 16 2 0 48 14 14 51 150 48 49 48 457 16 42 4 42 123 43 447 9 3 0 124 122 13 1212
split_gain=1.38212 1.08178 0.881594 0.759791 0.70395 0.707669 0.821126 0.815754 0.897411 0.722708 0.68539 0.574925 0.572616 0.536257 0.512642 0.472659 0.457794 0.428252 0.516643 0.466433 0.683992 0.399238 0.395946 0.502722 0.393782 0.372128 0.357195 0.425017 0.348944 0.365105
threshold=1.0000000180025095e-35 -0.070894999999999986 0.005105000000000001 0.31335500000000011 0.070590000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.086065000000000016 0.064610000000000015 -0.13131999999999996 -0.40274499999999996 -1.0000000180025095e-35 0.095825000000000007 -0.18178499999999997 0.12675000000000003 -0.067474999999999993 0.67964000000000013 0.091955000000000023 -0.52333999999999992 -1.0000000180025095e-35 0.091310000000000016 -0.24333999999999997 0.089395000000000016 -0.016839999999999997 0.11476000000000001 -0.14293499999999998 -0.087809999999999985 0.089350000000000013 0.25430000000000003 -0.50114499999999984
decision_type=2 2 2 2 2 2 2 2 2 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 6 13 8 9 25 -4 -9 -13 -2 -14 -11 -6 18 -3 20 -20 -19 23 -15 -1 -7 -12 -28 29 -25
right_child=2 17 10 -5 16 7 -8 11 -10 15 26 12 14 22 -16 -17 -18 21 19 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.0010600935591584574 0.00089097141023898022 -0.0017054077089276242 -0.0016265213750103664 0.0012609122404840002 -0.0010069577946618482 -0.00099768985595129699 0.0013702653536873169 -0.0016104719062476254 -0.0012693186588314687 -0.00021502271909532107 5.6324658275189185e-05 -0.00084837227498589171 0.0010234063619475756 0.0017965824970149968 -0.000407034057944906 0.0012513723793383586 0.00099965428465669968 0.00035742949590324141 -0.0016088651672022927 0.00065666383793072441 0.0016850560775246023 -0.0016069219890606922 0.0012416880355717393 0.0011725634422144523 0.00015855393629601609 0.00068008734831865073 0.0013066857980877197 -0.00047339848870767994 0.0010536537312411428 -0.0012247124860343568
leaf_weight=6.6848322812002134 0.4866299647837965 0.3105999741237605 0.28839494287967671 0.98454739095177402 2.8156905057840045 0.72625126107595861 0.53281563892960537 0.66979012778028835 0.57620703824795771 0.61198888067156065 1.0406309684040023 1.3895547997672113 1.3805571477860215 0.15725448401645969 1.0712844792287795 3.9131628002505732 0.30321643827483047 0.39347173157148063 0.55293618817813728 2.9569047170225535 0.20920835062861443 0.67895094427512936 0.21288616349920619 0.15940319199581887 0.70580216031521548 0.56660096207633592 2.8254377294797446 0.36461044289171685 0.18482303200289596 3.7832308447686769
leaf_count=1616 10 9 10 123 318 27 32 29 77 16 60 43 42 3 32 157 13 16 109 80 3 146 12 10 13 27 296 12 13 556
internal_value=0 -0.000564337 6.75124e-05 -6.90855e-05 -0.000136094 -7.75152e-06 -0.000460607 0.000221348 0.000577805 0.000760741 0.000687948 -0.000283898 -5.2595e-05 -0.000656328 0.000398403 0.00105305 -0.000811877 -1.47905e-05 0.000217121 0.000377683 -0.000704685 -0.000886202 -0.000823742 -0.000926363 -0.000943713 -0.000262393 0.000845719 0.00110323 -0.00103011 -0.00112779
internal_weight=0 12.4927 25.045 20.5259 19.5413 16.4224 5.51704 10.9054 6.39421 5.818 4.51907 4.51119 3.8414 4.98423 2.45184 4.52515 3.11891 5.10207 4.02965 3.71905 0.762145 1.07242 4.4976 4.28471 7.39063 1.29285 4.23068 3.19005 4.12746 3.94263
internal_count=3910 1992 1918 1540 1417 1086 636 450 304 227 378 146 117 604 74 173 331 363 201 192 112 162 594 582 1629 54 368 308 579 566
is_linear=0
shrinkage=0.00155166


Tree=399
num_leaves=31
num_cat=0
split_feature=4 11 453 1425 1211 1456 480 1213 1 0 156 4 15 4 151 43 16 2 41 11 50 39 157 403 13 2 42 4 43 42
split_gain=0.234754 0.262907 0.255209 0.235265 0.22649 0.227216 0.222622 0.210613 0.197254 0.45238 0.268006 0.239283 0.402206 0.363678 0.24369 0.219071 0.263594 0.231153 0.188305 0.319512 0.210811 0.188178 0.186789 0.200891 0.18608 0.18856 0.208219 0.278628 0.252567 0.211653
threshold=0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 0.10625000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -0.082704999999999987 1.0000000180025095e-35 -0.084074999999999997 0.090385000000000007 -0.0025899999999999994 0.090505000000000016 0.0057500000000000008 0.061545000000000009 0.15364000000000003 0.0015250000000000001 0.08734500000000002 0.081670000000000006 0.088315000000000018 0.11901000000000002 0.088655000000000012 -1.0000000180025095e-35 0.088825000000000015 -0.5337599999999999 0.08400500000000001 0.091955000000000023 -0.0017649999999999999 -0.11652999999999998 -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 4 3 18 5 -1 7 -7 9 15 11 12 14 -13 -10 16 -9 -18 20 -20 -2 -14 -11 24 -24 -26 27 29 -28 -27
right_child=2 -3 -4 -5 -6 6 -8 8 10 22 -12 13 21 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.0020555139817931768 0.0021721367328447938 -0.0024490308488970634 -0.0020772601928067823 -0.0034450717164919028 -0.0031228748305367629 -0.0031043505211257433 -0.0031126407199479809 -0.0031429402861047947 0.0018934029437849607 -0.0031237400440606734 -0.0017326810385202187 -0.0016870544471892443 -0.0023540254852038823 0.00052062880398029497 -0.0016399451230823387 0.00073885541722006033 0.002258485060006212 -0.0031263088656091863 0.0025570368598748314 -0.0024326407928900689 -0.0011357758199162184 0.0031113441689486253 -0.0022400834924504059 -0.0024027483674627114 -0.0032218799554823447 -0.0016472584561827029 0.0012500998434264666 -0.0012503091141871281 -0.0031628968203702285 0.0020296868801309939
leaf_weight=0.57155751121171938 1.5033295473258479 0.5148502741649289 0.27680650341790158 0.10561887873336662 0.24884961080533763 0.20713341687223241 0.22512815445952661 0.97533385049609511 2.4357566801481889 0.15673101566789416 0.54784490715246636 0.92473512477590691 0.38922813824319735 3.1167330128664616 0.20202428003540251 0.2649997674016048 0.19015779181791004 0.1271234752057353 0.20846135989995662 0.29796963301487267 0.2098271152935921 0.071227666572667658 0.21523526310920438 0.23933702830981918 0.11063586777892931 0.16299582137435042 0.25116977724246681 0.35369123326381968 0.24471111613820529 1.823022691110963
leaf_count=357 381 160 23 4 219 265 237 445 366 85 131 115 136 172 30 56 22 43 36 15 13 18 4 46 9 102 6 47 153 214
internal_value=0 -0.000279251 0.000728839 0.00106289 -0.000199771 -0.000147085 -6.46689e-05 -1.19254e-05 3.81066e-05 -0.000432323 0.000351121 0.000511016 0.00115741 1.54851e-05 0.00162279 -0.00182175 -0.0023467 0.000100987 0.0012774 -0.000378748 0.00176698 -0.00150859 0.000176016 0.000328091 0.000534827 0.000737547 0.000892032 0.0012777 -0.00092766 0.00172791
internal_weight=0 14.5702 2.60201 2.32521 14.0554 13.8065 13.235 13.0098 12.8027 5.11514 7.68755 7.1397 3.09824 4.04147 2.63778 1.55761 1.29262 0.317281 2.21959 0.506431 1.71316 0.460456 3.55753 3.4008 3.16146 2.94623 2.83559 2.33971 0.495881 1.98602
internal_count=3910 3438 472 449 3278 3059 2702 2465 2200 1232 968 837 550 287 396 566 510 65 445 51 394 154 666 581 535 531 522 363 159 316
is_linear=0
shrinkage=0.00309149


Tree=400
num_leaves=31
num_cat=0
split_feature=4 12 48 3 151 132 51 43 15 13 1 133 160 13 38 453 457 14 3 48 4 51 12 15 160 160 160 52 1 15
split_gain=1.67344 1.12811 0.874681 0.81679 0.679197 0.673536 0.542469 0.538021 0.535693 0.525909 0.684598 0.521675 0.497149 0.564327 0.76032 0.490631 0.485555 0.434484 0.429711 0.392235 0.378287 0.365663 0.356793 0.353723 0.351023 0.38754 0.490391 0.346819 0.457653 0.352205
threshold=0.28937500000000005 0.080120000000000011 0.11930500000000001 0.097615000000000021 -0.086769999999999986 0.080815000000000012 0.13741000000000003 -0.17307499999999998 0.079360000000000014 0.16421000000000002 0.13026000000000001 -1.0000000180025095e-35 -0.083654999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.084715000000000013 -0.46879999999999994 -0.081954999999999986 -0.36174999999999996 0.25367000000000006 -0.093874999999999986 0.085185000000000025 0.088345000000000021 -0.091109999999999983 0.087825000000000014 0.084100000000000022 -0.080899999999999986 0.10982000000000001 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 8 15 9 11 23 20 21 -13 14 -14 17 19 -2 22 -9 -11 -6 -18 -3 -21 26 -26 -15 29 -29
right_child=2 3 -4 -5 5 -7 -8 16 -10 10 -12 12 13 27 -16 -17 18 -19 -20 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00074057134716536469 0.00012132062255413232 -6.8452859764028053e-05 -0.00067330723546258373 0.00044986122503230233 0.00027594574748931642 0.0008436816023531631 -0.00085585166849356424 0.0015591757412245085 -0.0010546140964224448 -0.0013934285234844929 0.0013759018318982045 -0.0007421990610523674 0.001024885041095351 -0.00053152194773292 -0.00075157004498025565 -0.00084524428729354929 -0.00082389594736415929 0.0012033495503164793 -0.001359382142142987 -0.0013468425989596915 0.00045525762340301273 -0.0013800995394864235 0.00093764833391288011 0.0013610092094462995 -0.00065577673061899169 -0.0013634698472644014 0.00063649430242503319 -0.00088119251571501674 0.00094509222596306241 0.00011616751009868179
leaf_weight=1.9572208604076902 0.80386918119620521 0.61064224853180815 0.885486181359738 1.5527766947634507 0.31939946359489113 1.2318503307178605 0.33807359775528301 0.12935218214988964 1.1137640137458209 0.89258692716248311 0.26181398751214136 1.3842049766099069 1.959672170807605 2.1378379181260216 0.53542945021763433 0.26989451609551895 0.26910139387473442 3.3352564404485738 0.276645593694412 1.5303808412281803 0.24656814453192055 0.85762216779402922 0.78952115098945796 0.59810237237252295 9.5193491369136503 1.2598369573242969 0.54172954452224154 0.78460100525989895 0.92151047801598895 2.9108400924597033
leaf_count=94 50 41 38 33 17 64 10 1 68 112 17 68 145 88 18 8 37 320 22 401 3 57 36 16 1763 233 17 35 22 76
internal_value=0 -0.000244397 0.000532142 -0.000467195 1.10915e-05 -8.97618e-05 0.000756997 -0.000551326 -0.000178727 3.6361e-07 -0.000550529 -9.61324e-05 -3.75815e-06 0.000106746 0.000643672 0.000880667 -0.000651896 0.000993206 0.000106731 -0.000729933 -0.000993284 -0.000930711 0.000489865 0.000638863 -0.000752974 -0.000672694 -0.000586196 -9.15846e-05 0.000112124 -9.55879e-05
internal_weight=0 34.5924 5.63258 18.4784 16.114 14.1567 4.74709 16.9256 12.9249 2.60971 1.40097 11.8111 10.6341 9.24989 2.4951 4.40902 14.3159 4.13913 1.33527 12.9806 1.13916 1.17702 1.05862 1.20874 12.8513 11.3209 10.0611 6.75479 4.61695 3.69544
internal_count=3910 3484 426 2732 752 658 388 2699 594 189 132 526 452 384 163 378 2510 370 95 2415 115 74 73 57 2414 2013 1780 221 133 111
is_linear=0
shrinkage=0.00132116


Tree=401
num_leaves=31
num_cat=0
split_feature=160 15 14 1348 14 484 150 15 3 156 401 1374 1211 453 1 0 124 133 1374 0 457 3 48 4 12 51 39 47 47 2
split_gain=0.232695 0.236068 0.26527 0.253619 0.297592 0.236701 0.276015 0.233416 0.311165 0.227715 0.230318 0.21196 0.21781 0.221859 0.255237 0.341261 0.307766 0.242333 0.234706 0.297156 0.307877 0.276 0.282271 0.263341 0.22845 0.207346 0.203252 0.264712 0.244196 0.191475
threshold=-0.40446999999999994 -0.24219999999999997 -0.46879999999999994 0.093505000000000019 0.077685000000000018 -0.0043499999999999988 0.097030000000000019 -0.19153499999999998 0.30601500000000009 0.10691500000000002 0.10072000000000002 0.098580000000000015 0.082530000000000006 0.091855000000000006 1.0000000180025095e-35 -0.084074999999999997 -0.048219999999999992 0.084285000000000013 -0.094679999999999986 -0.13027499999999997 -0.066264999999999991 -0.12817999999999996 0.14093000000000003 -0.16401499999999997 0.085185000000000025 0.11583000000000002 0.16168500000000002 0.13206500000000002 0.10783500000000001 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 -3 -7 9 10 11 12 13 14 15 17 -16 29 -18 20 -20 -21 23 -23 -19 -4 27 28 -25 -9
right_child=1 3 25 -5 -6 7 -8 8 -10 -11 -12 -13 -14 -15 16 -17 18 24 19 21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028373880056130796 -0.0010960353645230174 -0.0034848868910504443 0.0033195870911144868 0.0037980900464407758 -0.0036071200733788669 -0.0029128565356381611 0.0019782488830210328 0.0040821666009934294 0.0039091602418605863 -0.0039295342155108749 -0.0039041564556242937 -0.0038229780118942233 -0.0038102152963324322 -0.0036649409980366579 0.0035405303888298338 0.00029951238510431973 -0.001669356344328389 -0.0039097726551266662 -0.00095701447019010501 0.0027606299999054229 0.0026149221303024498 -0.0039687951014472861 0.0040973684871889069 -0.00080417526067128628 0.00082606389726665066 -0.0021120738592792475 0.0041592743517242167 -0.0039350759192065257 0.0024507494109187117 -0.0039405304310928934
leaf_weight=0.47191932133137271 0.41800302866613492 0.61348705596901432 0.81718322046800007 0.23294912016717795 0.39320741291157979 0.42010489170206788 0.17976268497295678 0.047680236399166853 0.30261374608380798 0.22559996512427538 0.22308146479190405 0.20666515742777924 0.20661912402283711 0.2186559315305211 0.55160253823851224 3.3913285174567025 0.65892557334154833 0.20628679535002448 0.45681561110541258 0.48467340430943284 1.7617896419251331 0.33053742448100898 0.19553339760750521 1.4635412308707616 0.59416726347990334 0.12133942416403443 0.14586702501401294 0.30269588076043863 0.45398145989747707 0.7207261686126003
leaf_count=305 55 537 249 30 102 79 19 1 69 142 165 27 189 27 127 567 25 90 19 79 114 51 18 317 114 8 7 21 35 322
internal_value=0 -7.57746e-05 0.00147309 -0.00021595 -0.000279319 -0.000188214 -0.00224686 -6.78694e-05 2.30241e-05 -6.85163e-05 4.98328e-07 7.07556e-05 0.000136761 0.000204807 0.00027672 -0.000392198 0.000764228 -0.00188743 0.000519373 0.00077712 0.00187945 5.28785e-05 -0.000400892 -0.000727063 -0.000394419 0.00261734 -0.000274199 -0.000565476 -3.35583e-05 -0.00344272
internal_weight=0 16.3454 1.35653 14.9889 14.7559 14.3627 0.79325 13.5695 13.1494 12.8468 12.6212 12.3981 12.1914 11.9848 11.7662 4.96019 6.80596 1.56886 6.25436 5.59544 2.21861 3.37683 2.89216 2.69662 0.800454 0.938523 2.36609 2.22022 1.91752 0.768406
internal_count=3910 3605 312 3293 3263 3161 556 2605 2526 2457 2315 2150 2123 1934 1907 1094 813 527 686 661 133 528 449 431 204 257 380 373 352 323
is_linear=0
shrinkage=0.00387724


Tree=402
num_leaves=31
num_cat=0
split_feature=9 45 2 1375 403 123 4 2 1374 160 147 39 47 1 15 159 50 1373 1375 150 151 484 48 1 42 12 150 51 48 42
split_gain=0.211692 0.20416 0.217371 0.254114 0.271643 0.238051 0.245429 0.34863 0.23243 0.211465 0.220716 0.194786 0.208024 0.272952 0.263184 0.229486 0.191945 0.183376 0.215477 0.236868 0.254835 0.218213 0.218465 0.20379 0.224131 0.245127 0.263068 0.247941 0.19776 0.232948
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088610000000000008 -0.49837999999999999 0.11085000000000002 0.090240000000000015 -0.40446999999999994 -1.0000000180025095e-35 0.16168500000000002 0.13910500000000003 0.12958500000000003 -0.11739999999999999 0.10276500000000001 0.10119500000000002 1.0000000180025095e-35 -0.43271999999999994 0.094545000000000018 0.10333500000000001 -1.0000000180025095e-35 -0.098424999999999985 0.13385500000000003 0.09901500000000002 -0.10674499999999999 0.090695000000000012 -0.07742499999999998 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=-1 -2 3 -3 -5 6 7 -4 9 -8 -11 12 13 14 -6 16 -16 18 -12 21 -21 -20 -23 24 25 -24 27 -27 29 -29
right_child=1 2 5 4 11 -7 8 -9 -10 10 17 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0028236881941042695 0.0031100400478477589 -0.0031211501522956883 -0.0031802471098875164 -0.0025210362477191229 -0.0025178276337616571 0.0021763683793670358 -0.0026337909966754692 0.0021421972787359998 -0.0026864727013961118 -0.0028414252085104128 -0.0021731185280976389 0.003257795303247631 -0.0032118455048289534 0.0023300528961685287 0.00013954871477751964 -0.0031271688276208712 -0.0030817286146243967 0.0025341149659139301 -0.0019145184416185183 0.0026174481273905864 -0.0016099217343619021 -0.0028404349229102983 -0.0022278934835435766 0.0029503642109112924 -0.0021531424317089392 -0.00090185498579218259 -0.0023694772991879657 -0.00083523101595420321 -0.0013416431031550039 0.0016925623718700047
leaf_weight=0.22779704784625288 0.178269371856003 0.3640477041481035 0.47025183358346012 0.55760007094067709 0.50971235943870663 0.49484472291078496 0.23685970503720266 0.15395774156786501 0.26736286272353016 0.20380349128390474 0.3200600746786203 0.14349882933311153 0.23167044206638809 0.36247668665600929 3.799618373952407 0.23548186145490024 0.18271638090664044 0.36006358230952162 0.43443978126015093 0.74953295596060332 0.16375468933256343 0.19564199866726806 0.29362120525911262 0.29324912169249717 0.32373529984761251 0.64029111804847882 0.25305379438213993 0.39083171111269521 0.27133664942812163 2.8421861085808011
leaf_count=121 30 102 106 666 116 130 133 16 42 22 6 7 13 46 770 121 183 15 206 89 23 14 29 72 158 147 9 223 27 268
internal_value=0 -0.000156832 -0.000193818 -0.000630454 -0.000479903 0.000104157 -1.15266e-05 -0.0018675 0.000129073 0.000223494 0.000310983 -0.000271651 -0.000366822 -0.000237332 -0.000434182 -0.000182379 -8.24904e-06 0.000396284 0.000288952 0.000403962 0.00185947 0.000180114 0.000345448 0.000462867 0.000317413 0.0004879 0.000669225 0.000854755 0.00117571 0.00138698
internal_weight=0 15.924 15.7457 6.38682 6.02278 9.35888 8.86403 0.62421 8.23982 7.97246 7.7356 5.46517 5.32168 5.09001 4.72753 4.21782 3.98233 7.5318 7.17173 6.85167 0.913288 5.93839 5.50395 5.30831 5.01506 4.69132 4.3977 4.14465 3.50435 3.23302
internal_count=3910 3789 3759 2024 1922 1735 1605 122 1483 1441 1308 1256 1249 1236 1190 1074 953 1286 1271 1265 112 1153 947 933 861 703 674 665 518 491
is_linear=0
shrinkage=0.00306994


Tree=403
num_leaves=31
num_cat=0
split_feature=4 12 151 132 38 3 15 42 158 1 42 0 52 160 52 52 124 4 1 16 39 52 16 51 0 42 42 131 4 0
split_gain=1.43034 0.993527 0.816949 0.592063 0.611402 0.515186 0.521955 0.509099 0.64869 0.700895 0.776721 0.725301 0.705695 0.637494 0.691901 0.515205 0.480043 0.466527 0.597566 0.684177 0.443008 0.477103 0.458956 0.496018 0.473354 0.382705 0.566138 0.479011 0.585028 0.3375
threshold=0.27608500000000008 0.051320000000000005 -0.27336999999999995 0.080815000000000012 1.0000000180025095e-35 0.31335500000000011 0.17176000000000005 -1.0000000180025095e-35 0.085110000000000005 0.12263000000000002 0.09901500000000002 -0.070894999999999986 -0.51745999999999992 -1.0000000180025095e-35 -0.11051499999999999 -0.077699999999999977 -0.085379999999999984 -0.084009999999999987 0.08844500000000001 -0.49914499999999995 -1.0000000180025095e-35 -0.087094999999999992 -0.011964999999999998 -0.0093849999999999992 -0.085894999999999985 -0.089024999999999979 -0.089744999999999978 0.10033500000000002 0.25367000000000006 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 25 9 10 11 13 -13 29 -15 -16 -1 -17 19 -19 -18 -22 23 -23 -24 26 27 28 -3 -9
right_child=2 7 -4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 14 15 17 20 18 -20 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094902745877564385 -0.0013204139330991779 -0.0014993989948046801 0.00077306561608220714 0.00096804518990651831 -0.0011960874556041429 0.0014701021966160015 -0.0014664660517129803 0.00027421221224653694 -0.0014738325716722458 0.0011521253116692819 -0.0014930240882870436 -0.0014520304872561818 0.00052387873591558474 -0.0014793203937815947 0.0010124534354058806 0.0011077115758229463 -0.0015049137780081779 0.00068646547395890287 0.00060731130004358094 -0.0013409487274965029 -0.00068901462563420259 -0.0015302587175041764 0.0013553745761753764 4.1476046490026659e-05 7.7029385110969289e-05 -0.0014596703308286441 0.0016547466219764705 0.0008304394358245585 0.0012862526959264403 -0.0014590573511022522
leaf_weight=1.0534088831627659 0.42658489034511138 1.2667116161901502 4.3658518549054852 1.2563255415298034 0.93299210898112583 0.48824178520590145 0.51391963614150959 0.27286876051221032 1.01322038716171 0.68074193201027888 1.1290322453714914 0.42735809984151307 3.1870752297108913 0.77773439965676416 0.84250805363990222 0.45029517263173913 0.43271389650180303 0.44607407320290704 0.76718659111065779 1.5625805279123643 1.7602038416080121 0.45858757244422488 1.1148065610323104 4.8006304479204109 1.3176255103899368 1.7503559519536835 0.2193436338566247 0.30760624533286307 0.17944044247269619 1.653077279566787
leaf_count=85 20 313 421 65 57 47 30 22 226 38 322 126 94 147 33 17 26 10 54 275 122 23 34 165 64 516 10 35 5 508
internal_value=0 -0.000260755 0.000586721 2.19329e-05 -7.04009e-05 1.75593e-05 -4.43686e-05 -0.000496637 -0.000363718 -0.000271496 -0.000355651 -0.00023202 0.000290254 -0.000510761 -0.000231498 7.02753e-06 2.24484e-05 -0.00025554 -0.000476686 -0.000890709 -7.62981e-05 -1.08948e-05 0.00014429 -9.55744e-05 0.000662907 -0.000968196 -0.000532205 -0.000805728 -0.00115375 -0.00121349
internal_weight=0 31.0627 4.79244 14.1295 12.8731 11.9401 11.4519 16.9332 13.2098 12.1965 11.5158 10.3868 3.61443 6.77232 4.84638 4.06864 10.938 3.22614 2.77584 2.00865 9.88457 9.45185 7.69165 5.25922 2.43243 3.72346 1.9731 1.75376 1.44615 1.92595
internal_count=3910 3469 441 718 653 596 549 2751 1872 1646 1608 1286 220 1066 536 389 519 356 339 285 434 408 286 188 98 879 363 353 318 530
is_linear=0
shrinkage=0.00144388


Tree=404
num_leaves=31
num_cat=0
split_feature=158 1 0 159 1426 482 128 0 156 1338 1348 1374 133 1374 150 1 130 9 475 52 52 47 48 15 43 1213 160 16 52 52
split_gain=0.20766 0.22385 0.328355 0.202113 0.266859 0.225089 0.203265 0.221423 0.2131 0.206326 0.207192 0.212938 0.210675 0.221807 0.230375 0.23345 0.283129 0.318994 0.227625 0.206305 0.212939 0.193482 0.190644 0.182289 0.174158 0.172828 0.164902 0.162508 0.207371 0.205783
threshold=0.11034000000000001 0.076710000000000014 -0.084074999999999997 0.073745000000000019 -1.0000000180025095e-35 0.092060000000000017 0.086435000000000012 -0.10303999999999998 0.090995000000000006 0.087215000000000015 0.084620000000000015 -0.095439999999999983 -0.26719999999999994 0.090240000000000015 0.081245000000000026 0.122185 -1.0000000180025095e-35 0.084755000000000011 -0.082014999999999991 0.10898500000000001 -0.072349999999999984 0.082930000000000018 0.11930500000000001 -0.035939999999999993 -0.016244999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50763499999999995 -0.082174999999999984 -0.089799999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 5 -5 6 8 -8 9 10 11 -3 -13 14 15 16 -14 18 -18 20 24 -6 -22 -21 -20 -4 -16 -1 29 -29
right_child=-2 3 25 4 21 -7 7 -9 -10 -11 -12 12 13 -15 26 -17 17 -19 19 23 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0001841591126054206 -0.0025719649746731546 -0.0012810048710739351 -0.0029107147119927664 -0.003151445692163502 0.0022466975531520127 -0.0028975549193974762 0.0013189481937485078 -0.0028045858678344801 -0.0021167442632222268 -0.0028235952781415093 0.0027415640785333891 -0.0029434387990497734 -0.0028577117663678127 -0.0017850934030979645 -0.00070515064080046627 0.0013043475829587698 -0.0029189457779765751 -0.0027334668424166216 0.0012544544107942713 0.00037647293943049941 0.0017569160478085842 -0.00085859386441486201 -0.0018923438707897499 -0.0029583804136712991 -0.0029446612080982139 0.00010427274421352714 0.0020631946063399695 -0.0023987170316783382 -0.0029336743875093304 0.0010027356055892212
leaf_weight=0.35830444580642296 0.28016441227373512 0.65799828572198471 0.16662845588871311 0.10389581683557469 0.93298826112004352 0.21296661000815298 0.15260665406822227 0.37934233572741582 0.31315952725708474 0.17129418882541347 0.29948820729623538 0.15027755399932807 0.2804960491193883 0.33203228330239642 0.21075669038691547 1.4653179505257865 0.1567761412297809 0.28648448130115856 0.15163427116931416 0.37384738605760504 1.6345454547408835 0.20442301777075045 0.12908529496053223 0.2161964863189495 0.18115723473601875 3.4209966088092196 1.22500399017008 0.29650835147913313 0.82396721770783399 0.29805029879207512
leaf_count=44 167 25 208 11 284 72 13 132 124 11 35 26 45 41 18 206 63 46 36 51 261 36 17 58 32 737 177 144 759 31
internal_value=0 -6.0864e-05 -0.000539091 0.000190113 0.00128349 3.89831e-05 0.000110313 -0.00162162 0.000222181 0.000314636 0.000383988 0.000289235 0.000441321 0.000517887 0.000639045 0.000339326 -7.53279e-05 0.000174038 0.000466998 0.000664594 0.0010896 0.00168859 0.00148982 -0.000845442 -0.00103136 -3.57594e-05 0.00165683 -0.00155538 -0.00199476 -0.00069358
internal_weight=0 15.5862 5.36446 10.2218 1.24131 8.98047 8.7675 0.531949 8.23555 7.92239 7.7511 7.45161 6.79361 6.64333 6.3113 4.87554 3.41022 3.12973 2.84324 2.68647 2.09642 1.13741 1.76363 0.590044 0.332792 3.58763 1.43576 1.77683 1.41853 0.594559
internal_count=3910 3743 1923 1820 331 1489 1417 145 1272 1148 1137 1102 1077 1051 1010 815 609 564 518 455 346 320 278 109 68 945 195 978 934 175
is_linear=0
shrinkage=0.00289085


Tree=405
num_leaves=31
num_cat=0
split_feature=4 12 151 15 3 49 132 38 124 13 1348 43 13 128 0 0 457 52 481 1429 50 47 1 16 160 1373 133 1375 150 4
split_gain=1.83532 0.922532 0.819071 0.763693 0.725206 0.754292 0.647542 0.805903 0.623296 0.637912 0.647148 0.589439 0.618124 0.676612 0.585747 0.704319 0.989102 0.498239 0.541324 0.481014 0.423739 0.57851 0.484857 0.457088 0.404734 0.642525 0.600824 0.560834 0.457236 0.529637
threshold=0.27020000000000005 0.084100000000000022 -0.27336999999999995 0.084050000000000014 0.10666500000000002 -0.080034999999999981 0.082150000000000015 1.0000000180025095e-35 -0.088494999999999976 -0.10547499999999999 0.084620000000000015 -0.17307499999999998 0.16421000000000002 0.11581500000000002 0.076335000000000014 -0.10783 0.084715000000000013 -0.092854999999999979 -0.0079799999999999992 -1.0000000180025095e-35 0.11901000000000002 0.096475000000000019 0.085835000000000009 -0.53943499999999989 -0.082109999999999975 0.078175000000000008 -0.0087799999999999979 -0.43271999999999994 0.089155000000000012 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 7 8 -1 -10 17 12 -7 -14 15 -3 -17 -11 -19 -4 21 22 -21 -23 -20 26 -26 -28 29 -29
right_child=2 4 19 -5 -6 11 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 18 24 20 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.001268687283640993 -0.0010752089080817413 0.00094322450910716148 -0.00087505349583317149 -0.00085719218771239966 0.00035373155153404736 0.00058410730217606872 0.00083706458152629424 -0.0010272143714474202 0.00067828702554508522 -0.00075198027724186322 0.0010694966285750411 -0.00074446725919966137 -0.0011753012753052175 0.0013323931902509858 0.0012457089573995324 -0.0010882448756505351 0.00063305233178592452 -0.0012209087091212443 -0.00057980648032275931 -0.00024539723969793854 -0.00033700171281027253 0.00089040955214452454 0.0011604386435431701 -0.00049348270123808502 -0.001015618306106719 -0.0011387358729661203 -0.00060386544696441348 0.00055161996173689286 0.0012561834668709307 -0.00027827480725114648
leaf_weight=0.5773234586231436 0.48098191386088718 0.62455232767388302 0.3216239078901707 1.6020092291291792 1.5851595574058581 1.1064850115217297 1.3296008922625322 1.1524937448557455 1.7063676891848505 1.8860988623928303 0.64979762653820294 11.446194572956299 0.86845109029673018 0.19516486185602844 0.48620343580842007 1.494346399209465 0.7389021583367138 0.57302041456568709 1.5224057461600775 0.40671220701187794 0.57617358118295658 0.6229957640171051 3.4073633428197354 0.81708952155895509 0.56040629930793784 0.57338753901422013 0.89958018576725862 3.6469232332892703 0.84532432444393624 1.6561791214626294
leaf_count=22 20 24 6 153 30 45 62 56 91 150 16 2155 112 5 6 84 21 37 84 34 16 17 349 30 39 21 17 121 21 66
internal_value=0 -0.000239916 0.000454243 -5.27885e-05 -0.000433456 -0.000507029 2.05188e-05 -4.62951e-05 2.85885e-05 -2.07203e-05 -0.00011381 -0.000634216 -5.26931e-05 -0.00071516 1.08582e-05 -0.000199229 -0.000518729 -0.000177025 -7.15079e-05 0.000573821 0.000653746 0.000762392 0.00101053 0.000105203 -3.63727e-06 0.000103572 0.000197195 0.000293629 0.000424942 0.000292441
internal_weight=0 37.7264 6.63294 19.1809 18.5455 16.9603 17.5789 16.2493 15.0968 14.5195 12.8131 13.6163 2.1701 1.06362 3.344 2.8578 2.23325 12.1633 10.2772 6.15196 5.83033 5.25416 3.81408 1.44009 9.70421 8.1818 7.60841 7.04801 6.14843 5.3031
internal_count=3910 3438 472 956 2482 2452 803 741 685 663 572 2317 162 117 135 129 105 556 406 452 446 430 383 47 369 285 264 225 208 187
is_linear=0
shrinkage=0.00121699


Tree=406
num_leaves=31
num_cat=0
split_feature=15 50 474 1348 14 1456 11 3 1213 133 403 15 457 457 156 38 124 42 39 13 4 1444 13 2 49 2 42 1374 48 151
split_gain=0.201918 0.221141 0.242006 0.209773 0.263124 0.22344 0.205229 0.27882 0.26959 0.209147 0.217703 0.209112 0.207804 0.326142 0.199772 0.20871 0.255659 0.196161 0.303945 0.221134 0.232436 0.190928 0.187363 0.181828 0.187463 0.301185 0.183063 0.179558 0.265415 0.188657
threshold=-0.24219999999999997 0.11843500000000001 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.087830000000000005 -0.12008499999999998 -1.0000000180025095e-35 -0.26719999999999994 -0.082404999999999992 -1.0000000180025095e-35 -0.066264999999999991 -0.23052999999999998 0.091280000000000014 0.11976000000000002 -0.080429999999999988 -0.10770999999999999 0.16168500000000002 0.23436000000000004 -0.51381999999999983 -0.10662999999999999 -0.26418499999999995 -0.048654999999999997 -0.10837499999999999 0.090420000000000014 0.10316500000000002 -0.094679999999999986 0.095825000000000007 0.084350000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 7 11 -9 -10 -11 -7 13 -12 15 16 -14 18 -18 20 -19 -2 -22 -24 25 -25 27 28 -26 -29
right_child=3 -3 -4 -5 -6 6 -8 8 9 10 12 -13 14 -15 -16 -17 17 19 -20 -21 22 -23 23 24 26 -27 -28 29 -30 -31
leaf_value=-0.0034587980380905545 0.0032644777170113544 -0.0015776688952004847 0.0021902832680228443 0.0025399438561122195 -0.0028966353732863197 0.0027891017536355732 -0.0021396968775276312 -0.0027921004067367463 -0.0031766700913153996 -0.0024364620377733733 0.0020943926985559393 0.00039700449580196237 0.0023339412286751374 -0.0024655835052149059 -0.0021148610569316395 -0.0029973639333185967 -0.0031941328242418832 -0.0032081909118947278 0.0024279096863038473 0.0030771047495167826 0.0017719994169191815 -0.0029812447309504058 -0.0029754885523891649 0.001090078251683024 -0.0033296587656003788 -0.0029260680279588188 -0.0029219470876237323 0.00083922040174427186 0.00084073272137439421 -0.0030137383032873347
leaf_weight=0.081698700785636791 0.054589254228631034 0.24756261624861498 0.94045626005390737 0.26829280777019526 0.36824306129710827 0.52816748095210631 0.48160050745355043 0.39194598981702 0.21923412733303038 0.37144146523495081 0.20084470977599267 1.1529846033372404 0.58578192061393508 0.68818212062614037 0.3676986653008506 0.19147178565617728 0.36783873099919873 0.19297859833749065 0.12865660898387432 0.27498597459634755 0.75878528688916702 0.43596155486010779 0.18309423129538771 0.3172387019003392 0.28161621472097742 0.44432921661064029 0.15803697731462296 4.4639328731865611 0.32680175639688969 0.12962326343404118
leaf_count=1 3 25 291 48 118 62 101 523 181 434 33 119 124 193 156 19 80 21 3 24 68 339 43 24 44 30 74 711 6 12
internal_value=0 0.00109214 0.00173876 -0.000217786 -0.000270386 -0.000199784 -0.000122288 -4.59401e-05 -0.000227757 -0.000133406 -6.94585e-05 0.00114853 1.7921e-05 -0.00143542 0.000158777 0.000253723 0.00032599 0.000179474 -0.0017373 0.000305834 0.000200815 -0.00228621 0.000293951 0.000116064 0.000208531 -0.0012531 0.000416205 0.000517619 -0.0010896 0.000730496
internal_weight=0 1.26972 1.02215 14.3344 14.0661 13.6978 13.2073 12.7257 11.0445 10.6526 10.4333 1.68115 10.0619 0.889027 9.17287 8.80517 8.6137 8.02792 0.496495 7.53142 7.25644 0.490551 7.06346 6.30467 6.12158 0.761568 5.36001 5.20197 0.608418 4.59356
internal_count=3910 317 292 3593 3545 3427 3085 2984 2803 2280 2099 181 1665 226 1439 1283 1264 1140 83 1057 1033 342 1012 944 901 54 847 773 50 723
is_linear=0
shrinkage=0.00314835


Tree=407
num_leaves=31
num_cat=0
split_feature=156 15 158 51 474 483 151 42 42 1374 1429 453 1348 14 52 49 43 133 3 43 3 52 484 15 52 150 15 51 15 2
split_gain=0.196008 0.208068 0.206222 0.201632 0.261971 0.188604 0.18025 0.179619 0.264619 0.181375 0.187365 0.188105 0.171246 0.178829 0.177711 0.356496 0.192441 0.189935 0.26924 0.195592 0.375475 0.261259 0.219794 0.240356 0.31285 0.277784 0.20229 0.201487 0.193886 0.282538
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.084965000000000027 0.11024000000000002 -1.0000000180025095e-35 0.083960000000000021 0.087190000000000017 -1.0000000180025095e-35 -0.082904999999999993 0.098580000000000015 -1.0000000180025095e-35 0.089535000000000017 0.090050000000000005 0.077685000000000018 0.11401500000000002 0.13725000000000001 -0.078844999999999985 0.094185000000000005 0.14320000000000002 -0.074254999999999988 -0.078669999999999976 -0.16207999999999997 0.085815000000000016 -0.095799999999999982 -0.080899999999999986 0.097030000000000019 -0.079799999999999996 0.093005000000000018 0.041585000000000004 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 -3 10 -9 12 13 14 17 16 -16 19 -19 20 21 -12 23 -21 26 27 -25 -26 29 -23
right_child=1 2 6 -5 -6 -7 -8 9 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 22 -22 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0033742182170406914 -0.0036449527825212101 -0.00017484699676830056 -0.0022992995555580096 -0.0010721874868992981 0.0028293073707549073 -0.0021019567709461826 0.0028109549947869261 -0.0033624622741162047 -0.0028521456416086325 -0.0032139136353437586 -0.0034255755046453669 -0.0026975389226929708 0.0032779907327945951 -0.0026239669018121607 -6.8075203001785102e-05 0.0026664493651064095 -0.0030982299188843116 -0.0030094505483255793 0.001478934500203118 -0.0012241245633123103 0.0034089911127142564 -0.0008567150364060485 0.0026685278662384221 0.000926327426501779 0.00092860203227480625 0.003298032732500285 -0.0022946599202907916 -0.0030565670219633635 0.0028243626673345804 0.0029805947828851656
leaf_weight=0.20541585618775648 0.078184654586948454 1.6027316909676304 0.76740856707329008 0.28823960025329143 0.72954528039554023 0.49829195382335534 0.086809562752023339 0.15937323252727509 0.56387304227245749 0.17344319380936291 0.16451786309335159 0.22927715844707641 0.22548256974550973 0.22844376628927499 0.42518488055793568 0.26226078544277698 0.53451748323277548 0.3753969163444707 0.25262727803783491 1.1355011285631822 0.78640811689546364 0.76124162876658352 0.41471323542646121 0.35468753734312486 1.6417029435688459 0.55656113394070406 0.58149345511627881 0.15706114677595895 0.47206148237455647 0.30312973167747259
leaf_count=197 3 473 330 21 269 278 10 126 421 32 61 37 40 62 116 23 167 231 9 102 129 165 32 32 336 57 89 26 18 18
internal_value=0 -6.80211e-05 -0.000180651 0.00134135 0.00220263 -7.44169e-05 -0.00177997 7.3119e-06 -0.000871631 0.0001941 0.000253082 0.000311509 0.000383128 0.000313743 0.000386855 -0.000806651 -0.00175576 0.00057014 -0.00120397 0.000722162 0.00148829 0.000600279 0.000328578 0.000109376 0.000569406 0.00122275 -0.00107434 0.000580632 0.00103136 0.000236139
internal_weight=0 14.8102 13.7142 1.09597 0.80773 12.86 0.854218 12.3617 2.1666 10.1951 10.0216 9.86227 9.63299 9.40751 9.17907 1.22196 0.959702 7.9571 0.628024 7.32908 2.48736 1.70095 4.84172 4.42701 3.29151 2.35533 0.936181 1.79876 1.53643 1.06437
internal_count=3910 3713 3420 293 272 3080 340 2802 894 1908 1876 1750 1713 1673 1611 306 283 1305 240 1065 391 262 674 642 540 419 121 362 201 183
is_linear=0
shrinkage=0.00336138


Tree=408
num_leaves=31
num_cat=0
split_feature=1 1446 52 484 1374 0 3 52 151 43 2 15 47 1 0 457 1213 42 2 150 133 1212 15 4 13 2 156 1429 403 43
split_gain=0.187133 0.203191 0.211667 0.202888 0.215199 0.320307 0.224126 0.197187 0.187052 0.185686 0.184782 0.236102 0.27451 0.276749 0.262909 0.171551 0.183427 0.172158 0.186977 0.166358 0.188539 0.271194 0.167954 0.166492 0.166155 0.161274 0.163096 0.178024 0.165127 0.206153
threshold=0.094485000000000013 0.091520000000000018 -0.42985499999999993 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.115685 0.11401500000000002 -0.40391999999999995 0.098320000000000005 0.14808000000000002 0.035895000000000003 0.093315000000000023 0.11167500000000001 -0.07883999999999998 -0.066264999999999991 -1.0000000180025095e-35 -0.09602999999999999 -0.0050599999999999994 0.09202500000000001 -0.090054999999999982 -0.22529999999999997 -0.14676499999999995 -0.52333999999999992 -0.079119999999999982 0.113945 0.085790000000000019 0.084920000000000009 -1.0000000180025095e-35 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 15 -4 -7 11 12 13 -10 -15 -8 -17 -18 -19 20 21 -20 -22 -24 -13 26 28 -28 29 -25
right_child=1 -3 8 4 5 6 7 -9 10 -11 -12 24 -14 14 -16 16 17 18 19 -21 22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0026298350196641051 -0.0029446456277139768 -0.0029460999657200853 -0.0020360684789687022 -0.0030865951227104431 0.0021121307147242978 0.00099967758645749891 -0.0029783241042034619 -0.0027954687908495449 0.0021306331478670114 -0.0020737159603510832 0.0026670145330239359 0.0015223302096022736 -0.00020939959858015756 -0.00038278290366428063 0.0025976162822213588 -0.0029390140755326147 -0.0029753975490986297 -0.0027092377752579032 0.0031992018770052454 -0.0022872180616949557 -0.0029857725225752815 -0.0029526522532192789 -0.0030831937830001072 -0.0029398138860806406 -0.0017618246348651849 -0.0026240544340672724 -0.0028724858002923772 0.001764180499990985 0.0012096106658905442 0.0018005565953571716
leaf_weight=0.33386312778748006 0.16196813307760738 0.16363502436433908 0.249235083174426 0.23028445130330411 0.47886815082165313 1.3554786247259452 0.22989582837908429 0.34465593484492263 1.4729110361658979 0.19317902201146342 0.33680907319649112 0.16864202985016163 1.8377604511479146 1.0862178662937358 0.33249880015500877 0.23042846545285911 0.192142437088476 0.23083144612610151 0.076346531510353088 0.25631190824788053 0.12404651701217417 0.31983702305296846 0.10868903767550264 0.19341036075639007 0.61829284181294486 0.12781787425046776 0.20580839461763378 0.10891436075326055 2.5326243950912724 0.13328620354877785
leaf_count=485 142 35 31 46 34 162 81 322 218 21 134 17 176 162 130 444 115 49 1 53 42 201 12 269 142 50 58 17 223 38
internal_value=0 0.000280107 0.000364381 -0.000391772 -0.000294389 -0.000207994 -0.00036754 -0.000648911 0.000452209 0.000616304 0.000558164 0.000429404 0.000676901 0.00124018 0.000315721 -0.000503 -0.000385437 -0.000257799 -0.000139607 2.05522e-06 0.00015133 -0.00176716 0.000366369 0.000488291 -0.00105802 0.000605855 0.000735923 -0.0012679 0.000956482 -0.00100583
internal_weight=0 6.42797 6.26434 8.00672 7.67286 7.44257 6.9637 5.41505 6.10237 1.54866 5.85313 5.51632 4.72939 2.89163 1.41872 5.07039 4.84049 4.61007 4.41792 4.18709 3.93078 0.396184 3.5346 3.41055 0.786935 3.30186 3.17404 0.314723 2.85932 0.326697
internal_count=3910 1187 1152 2723 2238 2192 2158 1975 1010 183 979 845 686 510 292 1653 1572 1128 1013 964 911 202 709 667 159 655 605 75 530 307
is_linear=0
shrinkage=0.00293276


Tree=409
num_leaves=31
num_cat=0
split_feature=1 3 47 1213 1426 159 160 52 128 48 52 13 403 2 2 43 12 16 15 2 3 11 4 124 15 2 150 2 48 9
split_gain=0.809962 0.590151 0.566076 0.438733 0.427143 0.577561 0.410132 0.469164 0.412312 0.434098 0.404522 0.417923 0.461197 0.429334 0.452035 0.390602 0.690424 0.483377 0.730617 0.465787 0.514735 0.370291 0.361292 0.382347 0.296312 0.48288 0.292699 0.277524 0.266161 0.348366
threshold=0.10113500000000002 -0.115685 0.087850000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 -0.24456499999999998 0.086435000000000012 0.12862000000000004 0.11401500000000002 -0.45122499999999993 -0.081784999999999983 0.105395 0.099015000000000006 -0.17307499999999998 0.088590000000000016 0.070590000000000014 -0.0071449999999999994 -0.018734999999999998 -0.089974999999999986 0.08184000000000001 -0.015789999999999995 -0.52484999999999993 0.079360000000000014 0.12330500000000001 0.086870000000000017 0.11635500000000001 0.08407000000000002 -0.016839999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 6 27 -8 9 22 11 -5 -13 14 15 -14 17 18 28 -20 -21 24 -9 -24 -1 -26 -12 -6 29 -17
right_child=2 3 -4 10 5 -7 7 8 -10 -11 26 12 13 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00061408283097110113 -0.0017301056445331478 -0.0014028885718445658 -0.00024953241220167851 0.00061224733352952909 -0.0010373378982257363 0.001348894358875772 -0.000734482717118856 -0.00011895086022611391 -0.0010905759711779088 -0.0003162338551792175 -0.0014674991297123077 -0.0014925053666613626 0.00056002514396853351 -0.0012921771279578906 0.00071127344671268855 0.0016377788682431478 -0.0015068001565740376 -0.001450433678299346 -0.0014986442962383532 -0.0015045219192433392 0.00087487301422728967 -0.001084965893349605 -0.0015421478388785003 0.0013661376072515534 -0.0015058279795500951 0.0016215133875005943 0.00047819930035387638 0.00049475430206747056 -0.00029239652025050484 -0.0014113362277139096
leaf_weight=2.5711819382850116 0.19581549864960823 0.98349579601199977 4.2364835442858748 1.021060764789582 0.75378341216128297 1.3892826276132835 0.60668243112740938 0.50796812237240363 0.27413589181378473 0.6415036933030932 1.0991295883140981 0.762624507857251 0.9897547278669635 0.88208902685437429 1.0436674839293125 0.089695319067680912 1.1223189423617439 0.67046829900937144 0.2420521148014817 0.21997442730935368 2.2064240523613963 0.415607118688058 0.10361255146563175 2.4793371602427206 0.37687524373177428 0.15261508524417877 0.20125214650761325 0.3971889007370919 2.51553755113855 1.019146953476594
leaf_count=114 28 539 249 25 48 206 69 41 16 29 356 388 48 167 84 2 325 113 30 36 107 67 3 278 71 2 24 20 153 272
internal_value=0 -0.000317392 0.000182304 -0.000445074 0.000431234 0.000490398 0.000283484 0.00048111 0.000665178 0.000794134 -0.000378195 -0.000298026 -0.000377036 -0.000299709 -0.000213194 -0.000319508 -0.000427171 -0.00025316 -0.000125597 0.000463428 0.00065916 0.000229776 0.00102458 0.00124947 0.000406001 -0.000604434 -0.00116638 -0.000508628 -0.000559266 -0.00116469
internal_weight=0 18.585 11.5858 15.0687 7.34931 7.15349 5.76421 4.61324 4.00656 3.73242 14.0852 12.7848 11.7638 11.0011 10.119 9.07537 8.08562 6.9633 6.29283 2.66845 2.4264 3.51628 3.09092 2.58295 3.10067 0.52949 1.30038 1.15097 3.62438 1.10884
internal_count=3910 2923 987 2669 738 710 504 436 367 351 2130 1750 1725 1337 1170 1086 1038 713 600 173 143 254 322 281 187 73 380 68 427 274
is_linear=0
shrinkage=0.00148328


Tree=410
num_leaves=31
num_cat=0
split_feature=12 43 3 4 124 160 13 484 42 158 1 42 52 151 42 42 12 41 3 52 0 52 160 4 13 47 1 0 52 1
split_gain=1.04865 0.808648 0.668586 0.607137 0.572875 0.534418 0.48568 0.483563 0.579319 0.4994 0.526707 0.845724 0.530869 0.488138 0.485262 0.6009 0.457836 0.44743 0.427964 0.427282 0.421627 0.489996 0.576448 0.484963 0.558912 0.325423 0.469054 0.352614 0.428393 0.404793
threshold=0.051320000000000005 -0.044024999999999988 0.30601500000000009 0.28937500000000005 -0.25305999999999995 -0.096329999999999985 0.28269500000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085110000000000005 0.12263000000000002 0.09901500000000002 -0.51745999999999992 -0.090064999999999992 -0.089024999999999979 -0.089744999999999978 0.10106500000000002 0.081670000000000006 -0.016619999999999996 -0.087094999999999992 -0.070894999999999986 -0.11051499999999999 0.031805000000000007 -0.084009999999999987 -0.094679999999999986 0.09252500000000001 0.13213500000000003 -0.091234999999999983 -0.010284999999999997 0.079355000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 18 5 -4 -2 -1 -7 14 10 11 12 -10 -14 15 16 -9 -5 -3 -20 21 -15 23 -23 -25 27 -27 28 -21 -30
right_child=3 2 4 17 -6 7 -8 8 9 -11 -12 -13 13 20 -16 -17 -18 -19 19 25 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00068460038697586189 -0.00096406568107757547 0.00056425042831634645 -0.0011356217890704586 0.00088951083288732349 0.00094023912334144626 -0.00097345760196235231 -0.00029703422167986853 -0.0011136738372418695 -0.0011017657524679527 -0.0011359272631430376 0.00091497155321399099 -0.0011274629088824564 -0.00077816655361724347 -0.0011279152514479703 -0.0011064097958474249 0.0013844234221920839 0.0001128743043548939 -0.00028744346715563722 -0.00072503162118222816 -0.00019029443886588147 0.00052186313708570771 0.00084262752042106495 0.00072813507639997682 0.0001679513401996165 -0.00089508598788011929 -0.00092008856339157905 0.00031706547285360366 -0.00058893450579979381 -0.00068846841182818301 0.00062398297945704827
leaf_weight=3.7074062563478938 1.4368147419299919 0.97204517084173758 0.18308166414499272 0.90446368255652376 1.2461707824841131 1.0663833299186034 0.72326952486764629 0.72379057534271829 0.48336064384783917 0.51297870330745432 0.66467570187524039 0.86314735776977691 0.71927177661563302 0.44309708580839746 1.3800654159858794 0.23761735099833492 0.73802129074465483 0.67900741612538695 1.5481798765249521 2.3552611273480548 2.5835153874941419 0.46445494494400152 1.1851839325390754 1.1488784367684202 1.2293502065586062 1.1327018621377645 0.54505137726664532 0.93081436178181753 0.32308591133914877 2.2283322860021144
leaf_count=348 418 56 6 73 141 480 35 219 166 60 34 268 90 44 459 10 56 27 135 64 62 16 37 61 279 55 18 64 33 96
internal_value=0 0.000126785 -2.68615e-05 -0.000262208 0.000674329 -0.000326724 0.000524357 -0.000263324 -0.000206715 -8.2016e-05 -2.67643e-05 -9.53971e-05 1.24886e-05 8.17714e-05 -0.000623712 -0.000231725 -0.00049443 0.000384822 -0.000126725 -0.000200832 0.00016945 -3.4189e-05 8.61295e-05 -0.000181538 -0.000381552 -9.28438e-05 -0.000518175 2.94005e-05 0.000146701 0.000457787
internal_weight=0 15.8954 11.4647 17.4641 1.42925 15.8806 4.43068 14.4438 13.3774 10.2979 9.78494 9.12026 8.25711 7.77375 3.07949 1.69943 1.46181 1.58347 10.0355 9.06343 7.05448 4.47096 4.02787 2.84268 2.37823 7.51525 1.67775 5.83749 4.90668 2.55142
internal_count=3910 1051 668 2859 147 2759 383 2341 1861 1117 1057 1023 755 589 744 285 275 100 521 465 499 437 393 356 340 330 73 257 193 129
is_linear=0
shrinkage=0.00109578


Tree=411
num_leaves=31
num_cat=0
split_feature=4 12 13 49 160 151 151 132 11 49 43 0 128 1348 130 130 13 52 376 133 1348 160 13 38 403 50 47 474 16 1373
split_gain=1.17864 0.709057 0.746542 0.864105 0.624382 0.595612 0.576369 0.63064 0.567451 0.52958 0.499747 0.70838 0.531779 0.528998 0.506086 0.502098 0.482631 0.441907 0.436256 0.59795 0.424912 0.4465 0.50438 0.680554 0.414419 0.406012 0.423294 0.671656 0.456443 0.357133
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 -0.27336999999999995 -0.086769999999999986 0.080815000000000012 0.077165000000000025 -0.080639999999999976 -0.074254999999999988 -0.077944999999999987 0.11581500000000002 0.084895000000000012 -0.083489999999999995 -0.084569999999999992 0.16421000000000002 -0.42985499999999993 0.048375000000000008 -1.0000000180025095e-35 0.084620000000000015 -0.082109999999999975 -0.080649999999999986 1.0000000180025095e-35 -0.088854999999999976 0.11901000000000002 0.096475000000000019 -1.0000000180025095e-35 -0.53943499999999989 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 6 8 4 -4 -2 -1 18 9 -3 11 12 -5 14 15 -12 17 -13 19 -8 21 -21 23 -23 -19 26 27 -7 -28 -24
right_child=5 2 3 10 -6 25 7 -9 -10 -11 13 16 -14 -15 -16 -17 -18 24 -20 20 -22 22 29 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00085443233861549732 -0.001379700023943292 -0.0011123796701043198 -0.0016410394098040054 -0.0012547830592943173 0.00060919745130088145 -0.0019607480171218955 -0.0016671613984422201 0.001027879486769576 -0.0016173290743696468 0.00053003515079387987 -0.0016164181114877506 -0.0016039336365906451 0.0017155085197438163 0.0013950138696461154 -0.001559018111696533 0.0021622305261167827 -0.0014700644102195587 -0.0016313679193976614 0.00055849183674387616 -0.0011768586737146006 0.0012267197364854534 0.0016356379668074825 -0.0002384337022654036 -0.00088881753504272667 0.00076155108098306483 -0.00069333067407050897 0.0011905103430129161 0.0014897229069207555 -0.0009204077487732946 -0.0017129720082729547
leaf_weight=1.7977172821992997 0.34878611215390254 0.5860552494414154 0.37706796266138587 2.9057955917087388 1.8550089013297135 0.15200880169868547 0.80657423916272186 1.1204588850960124 0.44287880638148625 3.3555283425957922 0.16591501020593569 0.27735912735806856 0.16170183965004969 0.18089736241381604 3.8313667480833749 0.19370077550411302 0.47374614910222579 0.20320121978875372 1.5479306820780028 1.2957520833006082 0.47917963261716146 0.7988532725721551 5.3470558414701514 0.41101983655244112 1.9391286906320608 0.42146032163873304 0.50211496837437153 2.5222034454345694 0.54058103007264413 0.4527735630981623
leaf_count=93 20 33 41 742 69 1 62 59 65 172 44 84 5 10 1285 1 40 34 97 73 22 63 228 13 134 18 17 347 23 15
internal_value=0 -0.000253239 -0.000472781 -0.000670415 0.000229062 0.00062091 1.14709e-05 -0.000112139 9.35921e-05 0.000285832 -0.000864718 -0.000564475 -0.00109821 -0.00127409 -0.0013893 0.000418885 1.36399e-06 0.000289452 -0.000226811 -0.000353551 -0.00023294 -0.000317154 -0.000158237 0.000778026 0.000534581 0.000789524 0.000957665 0.00129359 9.61144e-05 -0.000353546
internal_weight=0 31.0067 16.9494 12.5649 2.23208 4.48715 14.0573 12.2596 4.38446 3.94158 10.3328 5.96093 3.0675 4.37188 4.19098 0.359616 2.89344 2.41969 11.1391 9.59121 8.78463 8.30545 7.0097 1.20987 2.14233 4.13837 3.71691 2.67421 1.0427 5.79983
internal_count=3910 3484 2759 2489 110 426 725 632 270 205 2379 1039 747 1340 1330 45 292 252 573 476 414 392 319 76 168 406 388 348 40 243
is_linear=0
shrinkage=0.00159416


Tree=412
num_leaves=31
num_cat=0
split_feature=1 47 482 156 50 158 3 3 49 123 51 2 50 128 151 4 48 15 0 52 1212 484 50 160 160 151 150 150 159 50
split_gain=1.4653 0.697641 0.554475 0.514048 0.505287 0.574068 0.511547 0.564773 0.527171 0.461046 0.457515 0.431911 0.503181 0.543382 0.432094 0.485751 0.46605 0.425348 0.475955 0.424457 0.42235 0.419336 0.414349 0.453512 0.733689 0.422582 0.407507 0.376014 0.374993 0.553644
threshold=0.10113500000000002 0.087850000000000025 0.10611500000000001 0.11896500000000002 0.088425000000000017 0.084965000000000027 -0.115685 -0.055684999999999991 -0.085974999999999982 0.11662000000000002 -0.097124999999999989 0.12918000000000002 0.11724000000000001 0.084155000000000021 -0.51118499999999989 0.26790000000000008 -0.088799999999999976 0.079360000000000014 0.37339500000000009 -0.24456499999999998 -0.50114499999999984 0.085815000000000016 0.088160000000000002 0.084100000000000022 0.088785000000000017 0.13635000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08920500000000002
decision_type=2 2 2 2 2 2 2 2 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 11 5 6 17 22 -9 20 -10 12 13 14 -2 16 -16 18 -1 -18 -6 26 23 -8 -25 -26 -12 -3 -29 -30
right_child=1 27 -4 -5 9 -7 7 8 10 -11 21 -13 -14 -15 15 -17 19 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.00067959502708750548 -0.0013678574596860029 -0.001143528279167561 -0.0012510063339370757 -0.00084259607194509412 0.00083299556740410829 -0.0010134722362770514 -0.00081871774033351623 -0.00095764757314388592 -0.0010767957342023827 0.0014218585726489133 -0.0012544410201185512 0.001163349652232163 -0.0012040784876240463 -0.0012892848222069682 -0.00096056485363923483 0.0012920706954247573 -0.00048544311138428174 -0.00081189352968859296 -0.00058155573311295054 0.00076652086707844065 -0.0013367220130715068 0.0009513960517255355 0.0015437125184246921 0.0012524428590591295 -0.0011475710723864848 0.0012921462713600075 0.00011778821166275817 -0.00093265053388421639 -7.8009744793844279e-05 0.0013381222119948773
leaf_weight=2.5786261580651679 0.18782652448862514 0.59970649611204851 0.32209038850851435 0.46093691966962147 0.17263387376442541 1.6141675929538895 5.148458423907873 1.0170469107106326 0.56847843271680165 0.13207991793751706 0.40721677895635355 1.7877283125417305 0.31280030356720079 0.27786119282245625 0.38352856016717618 1.5601708655012769 0.55942850164137503 0.57043784135021258 0.65370344184339035 3.0170811781426923 1.6571297231712367 0.98539851850364346 0.15529364580288518 0.53016516123898305 0.70965285279089585 0.14984922856092453 5.1062825276749191 0.68470763706136484 3.3263315502554174 0.56246311415452499
leaf_count=109 7 26 18 52 9 281 1406 40 85 2 11 195 26 10 11 197 49 62 11 173 545 26 2 10 113 2 209 57 135 31
internal_value=0 0.000224598 0.000449314 0.000513387 -0.000320466 -0.00025833 -0.000192728 -0.000303842 -6.90183e-05 -0.000960076 5.8862e-05 0.00059068 0.000428142 0.000513435 0.00060119 0.000668187 0.00042239 0.000239068 0.000424541 0.000570692 -0.00113201 0.000158201 -0.000587466 -0.000638085 3.11237e-05 -0.00072222 1.64379e-05 -0.000160677 -3.17994e-05 0.000126815
internal_weight=0 14.0427 8.86945 8.54736 22.1566 20.1948 18.5806 14.7778 8.08442 1.96184 7.06738 8.08643 6.2987 5.9859 5.70804 5.52021 3.96004 3.80277 3.23233 3.57651 1.82976 6.4989 6.69342 6.53813 1.38967 0.859502 5.5135 5.17321 4.5735 3.88879
internal_count=3910 987 738 720 2923 2367 2086 1904 371 556 331 668 473 447 437 430 233 182 120 222 554 246 1533 1531 125 115 220 249 223 166
is_linear=0
shrinkage=0.00132011


Tree=413
num_leaves=31
num_cat=0
split_feature=1 52 3 3 47 11 15 0 12 50 48 4 128 49 51 474 42 48 12 160 43 13 16 16 160 1 159 50 1212 3
split_gain=1.92387 0.812812 0.790381 0.977645 0.709694 0.557385 0.536502 0.576416 0.521607 0.860929 0.602224 0.584114 0.689372 0.478622 0.414315 0.444233 0.411227 0.401565 0.527435 0.668578 0.519389 0.672356 0.493149 0.567 0.396264 0.639353 0.379701 0.484846 0.359848 0.342683
threshold=0.10113500000000002 -0.42985499999999993 -0.115685 -0.055684999999999991 0.08801500000000001 0.08184000000000001 0.079360000000000014 0.10302000000000001 -1.0000000180025095e-35 0.11551000000000002 0.12862000000000004 -0.03614499999999999 0.086435000000000012 -0.13451999999999997 -0.097124999999999989 0.084655000000000022 0.094935000000000005 0.083775000000000002 0.085185000000000025 0.084100000000000022 -0.17307499999999998 0.16421000000000002 -0.083564999999999987 -0.084184999999999996 -0.079234999999999986 0.11215000000000001 -1.0000000180025095e-35 0.08920500000000002 -0.5172699999999999 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 6 16 -8 -3 10 11 -10 24 -5 -15 29 -1 20 -19 -20 21 -4 23 28 25 -13 -6 -28 -22 -16
right_child=1 4 3 13 26 -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=0.00062930845538533998 -0.0011297701673734476 0.00089979511638116425 0.00073411549563982825 -0.0011509246067347213 -0.000854429800537047 -0.0008074161842313559 -0.001153756970126496 0.00084531716566928347 -0.00033976158854504506 -0.0011599596625118014 -0.00036861093248439966 -0.0010432775208283403 -0.00075936923976346231 -0.00091165353996386649 0.00054383060194033615 0.0006994915205843636 -0.00040136910454775077 -0.0011781831872458596 -0.00053079715477350234 0.00092894346895186237 0.00069956685789710849 -0.0011621287400679307 -0.0011300555139693207 0.0011954724334204989 0.00097277107355270699 0.00089136212518447708 -0.00011777735392588592 0.00097906600888010738 -0.00077750222556746652 -0.00019273975042203613
leaf_weight=2.8549776542931791 0.54562755511142214 2.3335868937429023 0.60975971072912294 0.56273556314408679 0.69582285394426424 0.72170389385428269 0.58957956975791592 0.2613515043631196 0.81451617693528255 0.4795174105092882 1.0933821434155104 0.34956806618720015 0.38258874230086792 0.70891625515650858 0.8946924331248719 0.95696133538149286 0.58569569326937188 0.52752592356409911 0.8917467627325093 0.70558448228985071 0.22439712914638299 0.38169977534562349 3.8664225439424627 0.22171623737085688 3.6189102258067631 0.55484165344387293 3.4965568925254038 0.5915492633357643 2.6813365074922331 6.9749071113765275
leaf_count=102 115 300 16 23 57 67 68 5 35 34 37 10 10 95 56 31 12 58 180 24 20 61 1282 13 197 37 122 33 546 264
internal_value=0 0.000212607 -0.000294593 -0.000393385 0.000263433 0.000103636 0.000256844 -0.000539769 0.000438715 0.000291187 0.00039331 0.000538941 0.00068483 -0.000146793 -8.75342e-05 -2.1344e-05 0.000453859 -0.000639686 -0.000206795 0.00011401 -0.000754875 4.08466e-06 -0.000862467 -0.00053165 0.000806982 0.000143595 -8.92951e-05 4.0936e-05 -0.000663435 -0.000108999
internal_weight=0 14.9565 25.2217 20.2084 14.4108 5.01331 4.2916 0.850931 9.62691 7.29332 6.81381 5.72042 4.90591 10.0982 9.53548 8.82656 3.44067 10.1102 2.12486 1.59733 7.98533 0.991459 6.99387 3.12745 4.52332 0.90441 4.78393 4.08811 2.90573 7.8696
internal_count=3910 987 2923 2669 872 254 187 73 660 360 326 289 254 469 446 351 114 2200 262 204 1938 77 1861 579 244 47 212 155 566 320
is_linear=0
shrinkage=0.00112046


Tree=414
num_leaves=31
num_cat=0
split_feature=1 47 15 1 0 4 3 42 52 52 52 1456 48 52 16 49 0 48 4 0 12 43 1 3 48 42 52 1 2 132
split_gain=1.51069 0.776316 0.979257 0.758473 0.75112 0.818932 0.687236 0.676453 0.634479 0.624487 0.633921 0.573568 0.584816 0.467944 0.474584 0.473224 0.465492 0.463824 0.44304 0.482012 0.538793 0.511179 0.468024 0.427387 0.406697 0.529189 0.387504 0.385279 0.512407 0.426087
threshold=0.094485000000000013 0.087850000000000025 0.035895000000000003 0.11026000000000001 -0.060094999999999989 -0.49837999999999999 0.084925000000000014 0.091590000000000019 0.10433000000000002 0.12539500000000003 -0.27466499999999994 0.091180000000000011 0.12862000000000004 0.086950000000000013 -0.083564999999999987 0.090775000000000008 -0.10303999999999998 0.086065000000000016 0.27020000000000005 -0.084304999999999977 0.088435000000000014 -0.091114999999999988 0.089895000000000017 -0.077894999999999978 0.086870000000000017 0.085195000000000007 -0.08799499999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.12562500000000001
decision_type=2 2 2 2 2 2 2 2 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 9 -4 6 8 13 -7 -6 10 -2 12 -12 14 15 18 -5 -8 19 22 -21 -22 -1 -11 27 -26 -27 -16 29 -29
right_child=1 -3 3 16 5 7 17 -9 -10 23 11 -13 -14 -15 24 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0010528088028750274 -0.00075353495970830375 -0.00027947752380202593 -0.0013326797837921866 0.0013877431480446905 -0.0016296525670064052 0.00065134478645972687 0.0004373543619820821 -0.0012514247914695586 0.00027612762281341633 -0.001508768975111269 0.0012098435469928837 -0.0013327977794038207 -0.00049325305481347703 -0.0014111047739062443 -0.0015644683755530477 -0.0015720959556078658 -0.00041105425801965479 -0.00067809139853980838 0.0016629429868793614 0.0013879627979786473 0.0014756103379076771 -0.0015967097375292985 0.001152252524142491 0.00029697042672415322 -0.0015721943242792077 0.0010202869097884954 -0.0012199199511301506 -0.0014997286031119253 0.00013081967662625718 0.0012806347570767269
leaf_weight=1.5073730815202004 0.54429745237575744 5.7526603230508035 1.1807383644627401 0.59646670101210475 1.0216540127294136 3.6524478725623331 2.2143260333687063 0.51023081672610704 0.70912237651646126 0.44894240866415192 5.950465910020287 0.24679600168019522 0.52580850105732668 2.244744192576035 2.3090978157124509 0.53187218809034664 0.81671935389749684 1.497200626414269 0.3441396690905093 0.7468523607822164 0.19285690004471689 0.39664538763463497 0.2723083491437136 1.0454047746025024 0.44277851382503264 0.74434459902113304 0.24621862563071772 1.4750689325737769 1.0667289472185073 0.14505909522995342
leaf_count=254 89 284 121 18 80 121 66 76 19 29 537 8 11 746 662 82 53 37 9 24 7 51 16 37 71 36 54 258 48 6
internal_value=0 0.000183802 0.000418496 -0.000416943 -0.00042785 4.60434e-05 -0.00059838 0.000418117 -0.000848829 0.000665829 0.000853225 0.000983308 0.00107157 -0.000770028 -0.000631941 -0.000212728 0.000348168 -1.26077e-05 -3.77601e-06 -0.000187851 0.000514727 -0.000591594 -0.000715413 -0.000245523 -0.000892236 -0.000165387 0.000463452 -0.00110077 -0.000702265 -0.00125079
internal_weight=0 17.1083 11.3556 2.59392 22.2711 5.89346 16.3776 4.16268 1.73078 8.76172 7.26737 6.72307 6.47627 12.6661 10.4213 3.99205 1.41319 3.71153 3.46018 3.11604 1.33635 0.589502 1.77968 1.49435 6.4293 1.43334 0.990563 4.99595 2.68686 1.62013
internal_count=3910 1187 903 192 2723 296 2427 197 99 711 645 556 548 2324 1578 443 71 103 361 352 82 58 270 66 1135 161 90 974 312 264
is_linear=0
shrinkage=0.00154795


Tree=415
num_leaves=31
num_cat=0
split_feature=39 3 483 4 51 1 0 453 1348 401 158 14 130 155 160 480 1365 16 49 42 131 33 1186 1374 48 0 158 15 457 4
split_gain=0.207144 0.26986 0.227847 0.257039 0.21411 0.221408 0.195595 0.190506 0.230039 0.185316 0.19145 0.175321 0.174407 0.204445 0.172159 0.170314 0.170171 0.170468 0.169141 0.31266 0.227426 0.20226 0.172135 0.17399 0.225437 0.196425 0.225156 0.203781 0.190076 0.192019
threshold=0.005105000000000001 0.31335500000000011 0.083960000000000021 0.62104500000000018 -0.40274499999999996 0.088010000000000019 0.024745000000000003 0.091855000000000006 0.090050000000000005 0.10072000000000002 0.11015500000000002 0.078275000000000025 1.0000000180025095e-35 0.088505000000000014 0.11220500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.54165499999999989 -0.085974999999999982 0.11223000000000001 0.10370500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.095825000000000007 -0.19631499999999999 0.085745000000000002 0.10043500000000001 -0.070739999999999983 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 8 9 10 11 12 13 15 -14 16 17 -1 -19 20 21 -20 -23 24 -24 -25 27 28 -27 -30
right_child=4 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 18 19 -21 -22 22 23 25 -26 26 -28 -29 29 -31
leaf_value=0.0025810355597196367 -0.0033604608849321831 0.002569061894584692 -0.0030203707792281816 0.0033687960005167076 -0.0026260859661903736 0.0017299015901004299 0.0012248930905257996 -0.003356418949453844 0.0031315422896951561 -0.0033176661351089435 -0.003325465143670733 -0.0030681321903883621 -0.0029411341163462354 -0.0028482113145517525 0.0028289930104553988 -0.003327789585547628 -0.002900426107998769 -0.00093993021134156725 -0.0031516283374796576 -0.0030581641034711734 -0.003327626466131506 -0.0027915066208024563 -0.0034663547301666798 0.0022025280545458228 0.00073204345278546845 -0.0033757777885734248 -0.0027890759518904963 -0.0027251529273629267 -0.0013967505157386597 0.001033770968751715
leaf_weight=0.31237679481272351 0.12592465628404204 0.35549634252674955 0.5707290495993228 0.077967639081180096 0.28351481859863392 1.52197637539939 0.29132454880164005 0.2108389305649333 0.22273521736497137 0.2112704701721676 0.20953491140244374 0.21883516816888082 0.3849568081932383 0.26815200220880875 0.065987277397653088 0.15831233630160646 0.1991347903240247 1.4431067405675886 0.16335286386308379 0.29464693360205352 0.1742864214320442 0.16356342856303996 0.25080254994097373 0.90963894134618506 0.31348558049649 0.11710705468428972 0.21120806665567204 0.18574187756166782 0.37932911649111822 5.3261174526998207
leaf_count=41 20 123 331 15 64 358 17 30 33 178 144 85 371 188 18 131 29 115 27 171 113 109 45 52 8 66 81 95 22 830
internal_value=0 -0.000268255 -0.000345587 -0.00225245 0.000819714 0.00107076 -0.000674437 -0.000245787 -0.000191957 -0.000253847 -0.000198757 -0.000141985 -8.54239e-05 -1.98509e-06 -0.00209678 7.00019e-05 0.000121507 0.000180246 0.000104741 0.000282326 0.000402437 0.000483493 0.00055907 0.000630304 -0.00113397 0.00076995 0.000560427 0.000678172 0.000786739 0.000872177
internal_weight=0 13.3987 13.0432 0.648697 2.22274 2.09682 0.574839 12.3945 12.1837 11.9609 11.7497 11.5401 11.3213 10.8704 0.450944 10.6022 10.4439 10.2448 9.93239 8.48928 8.19463 8.02035 7.85699 7.69343 0.564288 7.12914 6.2195 6.0083 5.82255 5.70545
internal_count=3910 3451 3328 346 459 439 81 2982 2952 2919 2741 2597 2512 2123 389 1935 1804 1775 1734 1619 1448 1335 1308 1199 53 1146 1094 1013 918 852
is_linear=0
shrinkage=0.00330062


Tree=416
num_leaves=31
num_cat=0
split_feature=1 38 12 151 122 52 1447 3 47 9 3 48 12 4 4 13 49 15 50 13 13 47 2 15 4 42 43 16 0 48
split_gain=0.199372 0.186457 0.350988 0.185255 0.178489 0.176204 0.175132 0.174377 0.175466 0.237394 0.179948 0.185195 0.2916 0.225265 0.395736 0.345268 0.182975 0.179695 0.178169 0.185095 0.194896 0.174885 0.19919 0.2156 0.214059 0.159836 0.227456 0.216172 0.156845 0.149706
threshold=0.10113500000000002 0.13584500000000002 -0.071274999999999991 -0.40391999999999995 0.10299000000000001 -0.42985499999999993 -1.0000000180025095e-35 -0.115685 1.0000000180025095e-35 -0.016839999999999997 -0.069909999999999986 0.083775000000000002 0.085185000000000025 -0.083329999999999987 -0.08422499999999998 -0.09547499999999999 -0.088329999999999978 0.091435000000000002 0.087260000000000018 -0.5337599999999999 -0.45122499999999993 0.085165000000000018 0.12068000000000001 0.079360000000000014 -0.23071499999999998 -0.094739999999999977 -0.06705499999999999 0.070590000000000014 1.0000000180025095e-35 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 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 -7 21 10 -10 11 13 -13 14 17 -15 -12 -9 19 -18 -21 22 23 24 -1 -22 -27 29 -8 -28
right_child=1 -3 3 4 -6 6 28 8 9 -11 16 12 -14 15 -16 -17 18 -19 -20 20 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014263332423069808 0.0027574265473781423 -0.0035099790520064433 -0.0032631143366190557 -0.0034941233820086036 -0.0035883007289379651 -0.002485704929399167 0.00051388088783030426 -0.0035359605159684462 0.0037136318372830144 -0.0029859521472972595 -0.0025227320091320477 -0.0036118885985398676 0.0015627357991173396 0.00058764151607302987 0.0023256747231596275 -0.0034959033213006396 -0.0027661819325283761 0.001725226163510712 -0.0027515304335325418 0.0032808736633215814 -0.0035576616538024906 0.002866566637086804 0.0036682600583005068 -0.0035209992868925019 0.0015814016008131142 0.0026352530363765465 0.0011137724921822653 -0.0035078730852685872 0.0032261911429659609 -0.00091516214162178577
leaf_weight=0.52523495457717184 0.72349720852798771 0.1442047816235571 0.18400341673986975 0.1354839738778536 0.1389831481501459 0.22089080247678783 3.9230736668396284 0.36657038194243796 0.071156340418383479 0.63695680467208138 0.31645953201223198 0.17124253191286687 0.57199416469666176 0.33019019576022346 0.39426478698442169 1.0391167599591429 0.2033050822792587 0.09999260597396642 0.22527238412294526 0.3090280573815124 0.12010185056715483 0.31966963135346294 0.16361692757345725 0.223254496580921 0.62960546137764972 0.50839924089814559 1.2377433952133237 0.18888786633033294 0.27617458705208253 0.68291829894587852
leaf_count=41 300 9 23 113 8 38 427 325 3 256 34 26 118 87 59 1239 11 25 67 10 33 30 5 93 85 84 156 87 69 49
internal_value=0 0.000395769 0.000496308 0.000160984 0.000295191 0.000413668 0.000533448 -0.000427844 -0.000665125 -0.00231273 -0.000492678 -0.00113339 0.000370497 -0.00163459 -0.000240161 -0.00251121 9.70027e-06 -0.0024084 0.000240279 0.000447631 0.00066206 0.00052486 3.93131e-05 -0.00039154 0.000213449 0.00036649 0.000546515 4.31319e-05 0.000692263 0.000392356
internal_weight=0 5.74631 5.60211 4.87861 4.69461 4.55562 4.42014 9.33498 7.4736 0.708113 6.76549 2.97337 0.743237 2.23013 0.860828 1.36931 3.79212 0.466563 3.47566 3.25038 3.04708 1.86138 1.54171 1.37809 1.15484 2.73805 2.61795 2.10955 4.19925 1.92066
internal_count=3910 987 978 678 655 647 534 2923 2669 259 2410 1879 144 1735 409 1326 531 350 497 430 419 254 224 219 126 409 376 292 496 205
is_linear=0
shrinkage=0.00347875


Tree=417
num_leaves=31
num_cat=0
split_feature=160 1 484 1374 0 3 52 38 3 12 151 402 49 50 4 48 2 457 48 1213 457 52 2 42 156 151 133 1212 403 12
split_gain=0.186625 0.193285 0.212126 0.198582 0.289764 0.205868 0.190146 0.176473 0.258107 0.201388 0.193095 0.183464 0.172226 0.221654 0.198151 0.210261 0.252271 0.332005 0.190554 0.162521 0.158515 0.155268 0.165041 0.173473 0.161711 0.209861 0.207686 0.261779 0.148262 0.182076
threshold=-0.40446999999999994 0.094485000000000013 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.115685 -0.42985499999999993 0.13584500000000002 0.31335500000000011 -0.071274999999999991 -0.40391999999999995 0.08801500000000001 0.094480000000000022 0.11515000000000002 -0.17479499999999998 0.12862000000000004 0.11542500000000001 0.081330000000000013 0.090045000000000014 -1.0000000180025095e-35 -0.066264999999999991 0.11401500000000002 -0.0050599999999999994 -0.09602999999999999 0.082605000000000026 -0.08842499999999999 -0.090054999999999982 -0.22529999999999997 -0.081784999999999983 0.10297500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -11 -8 13 14 -12 16 17 18 -16 -7 -21 22 -22 -24 25 -25 27 -27 -28 -30
right_child=1 6 3 4 5 19 7 -9 -10 10 12 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 23 24 -26 26 28 -29 29 -31
leaf_value=-0.0024614556100702183 -0.0031975152152264167 -0.0036060030448854855 -0.003756822021136255 0.002545084584266122 0.00079995370624919612 -0.003600684832737398 0.0027229879498523301 -0.0036054245656837311 0.0036197597205493283 -0.003645244793729401 -0.003088328548910421 -0.0036869587521551647 0.0021605483808117246 -0.0036414544672209396 7.9326389731456179e-05 -0.0020682445451533165 0.0029404363933761514 0.0028627490554479209 -0.0030988575321810202 -0.003644263429119454 -0.0032675143740654019 -0.0033023256537381301 -0.0036421147489832167 -0.0037060554594064367 -0.0019008907034637236 0.0039113433575157716 -0.0021795803881406671 -0.0036179586756341993 0.0012463944061089924 -0.0018882077875991559
leaf_weight=0.42385860229842443 0.34012473521579334 0.14776802850246884 0.20797732274513503 0.4658517682692026 1.4770257853087949 0.24098343043442394 0.67577960601192888 0.13116767129395146 0.34622130743809965 0.16589521209243674 0.21952935378067095 0.06302385893650353 0.56548278033733357 0.20011857643839892 2.1038921910512753 0.39320673397742201 0.54819991011754599 0.52725542496773403 0.27544329222291697 0.20884395464963557 0.22985015745507364 0.23382998173474323 0.17553844497160564 0.16390632858383325 0.50535148526978435 0.074742883443832397 0.20749282916949541 0.29457211516273574 2.6541907605424218 0.26293691962200672
leaf_count=305 483 143 46 24 153 466 256 9 138 21 23 5 48 61 224 29 121 50 16 79 49 88 115 45 171 1 284 175 254 28
internal_value=0 -4.16887e-05 -0.00042296 -0.000295487 -0.000195436 -0.000385156 0.000422286 0.00051806 0.000606959 0.000425166 0.000166384 0.00217619 0.000297216 5.03164e-05 0.000231948 0.000421371 0.000704726 0.000283058 -0.000288595 -0.00071843 -0.000579827 -0.000446563 -0.000300399 -0.000143212 4.31715e-06 0.000267532 0.00045394 -0.00209416 0.000755113 0.000963855
internal_weight=0 14.1062 7.74322 7.40309 7.19512 6.72927 6.36298 6.21522 6.08405 5.73783 4.99902 0.738803 4.83313 4.26765 4.06753 3.848 3.45479 2.90659 2.37934 5.25224 5.01126 4.80241 4.56858 4.33873 4.16319 3.65784 3.49394 0.369315 3.12462 2.91713
internal_count=3910 3605 2461 1978 1932 1908 1144 1001 992 854 593 261 572 524 463 440 411 290 240 1755 1289 1210 1122 1073 958 787 742 176 566 282
is_linear=0
shrinkage=0.00359311


Tree=418
num_leaves=31
num_cat=0
split_feature=1456 151 2 128 47 14 1 0 132 403 51 52 47 123 4 133 0 159 1373 15 43 4 1375 50 160 131 42 4 42 43
split_gain=0.177056 0.175338 0.173069 0.190019 0.191539 0.172652 0.19838 0.310401 0.231255 0.224786 0.213693 0.202584 0.190822 0.278678 0.249796 0.18793 0.181586 0.181034 0.179481 0.179312 0.17614 0.172052 0.171505 0.199863 0.19477 0.193441 0.168833 0.205807 0.202699 0.199787
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.15305000000000002 0.086435000000000012 0.11566000000000001 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 0.079995000000000011 0.088825000000000015 -0.031524999999999991 0.11401500000000002 0.087850000000000025 0.083745000000000014 -0.23071499999999998 0.084285000000000013 -0.074249999999999997 0.10519500000000001 0.11103 -0.035939999999999993 -0.075819999999999985 0.0021050000000000005 -0.43271999999999994 0.081160000000000024 0.031805000000000007 0.021890000000000003 0.091955000000000023 -0.52333999999999992 -0.089744999999999978 -0.24333999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 12 10 -9 17 13 14 19 -2 -14 26 22 -8 -18 -17 -16 25 -25 -24 27 -12 -29 -28
right_child=2 -3 -4 4 -6 -7 8 9 -10 -11 11 -13 16 -15 18 21 20 -19 -20 -21 -22 -23 23 24 -26 -27 29 28 -30 -31
leaf_value=0.0008162840179214662 -0.0028784735471455215 -0.0032310568103429867 0.0021561158787023918 -0.0029375586663951672 0.0013413135033793564 -0.0022541460514898829 0.0033940148453889913 -0.003237884155751017 0.0024285196290115487 -0.0029206896498014502 -0.0033480984789197366 -0.0032959206051144719 -0.001350552661676959 0.0032306718820986607 -0.0013395405492779935 -0.0032215773866805806 -0.0014599148958765276 -0.0033331440125618367 -0.0032630010776336857 -0.0029942638509371719 0.0018259728522612051 0.0002826334583138147 0.0014290120633924748 -0.0014325975403512061 0.0034038671086985633 -0.0013976933209071736 0.0011900030985278049 -0.0032670643466578999 0.0018430946519476564 -0.0032843230287335789
leaf_weight=0.16090745074325241 0.70480456263612301 0.34814447889220801 0.36381333127064941 0.43601929405849738 0.14277563409996219 0.34074031439377073 0.052220866084098816 0.15879735771158854 0.52307325752917666 0.2310361280615324 0.090203104075041618 0.13067700711690111 1.2746579193335494 0.3687889808352337 0.39972121082246292 0.19167765203746967 0.26069702953100204 0.1042634518817066 0.12318950821645547 0.33469971462909587 0.47028125458746206 0.57974612031830475 2.9928452694293819 0.57900139172852494 0.10045894864015281 0.2714777022920315 0.22205651551485062 0.083583739913590249 1.7643986591138032 0.19072309204057081
leaf_count=41 460 328 137 216 21 94 1 128 107 108 6 130 165 190 16 243 41 30 12 157 50 109 363 221 4 96 4 87 241 104
internal_value=0 -0.00195172 -2.53582e-05 -8.58377e-05 -0.00188206 -2.95683e-06 5.9902e-05 -0.000479533 0.000369734 0.000116793 0.000372474 0.000594181 0.000220746 0.000543606 0.000339436 -0.00168159 -0.000619937 0.000801228 0.000553526 -0.00213207 0.00065409 -0.000588067 0.00066177 0.000864612 -0.000717521 0.00119393 0.000984584 0.00138112 0.00161196 -0.000877341
internal_weight=0 0.509052 13.4864 13.1226 0.578795 12.5438 12.2031 4.45197 7.75111 2.97574 2.7447 2.58591 7.22804 5.2224 4.85361 1.47623 2.00564 2.45523 4.46669 0.386921 0.730978 0.771424 4.3435 3.94378 0.67946 3.26432 2.35097 1.93819 1.84798 0.41278
internal_count=3910 369 3541 3404 237 3167 3073 1650 1423 838 730 602 1316 1060 870 812 256 472 712 158 91 352 700 684 225 459 442 334 328 108
is_linear=0
shrinkage=0.00320641


Tree=419
num_leaves=31
num_cat=0
split_feature=1 12 40 3 48 50 2 0 3 3 49 48 4 47 9 51 43 11 2 4 15 474 52 51 43 43 42 402 160 42
split_gain=0.837471 0.45018 0.722937 0.475573 0.482339 0.716195 0.499514 0.390297 0.36709 0.600264 0.334661 0.328408 0.323821 0.321656 0.295568 0.3253 0.273248 0.291669 0.285212 0.307358 0.489808 0.273016 0.262682 0.30374 0.271025 0.353194 0.514036 0.261346 0.256274 0.268735
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.16699000000000003 0.11930500000000001 0.11515000000000002 0.11542500000000001 -0.17106499999999999 -0.115685 -0.055684999999999991 -0.13451999999999997 -0.033554999999999995 0.050655000000000006 0.085165000000000018 0.084755000000000011 -0.097124999999999989 0.098320000000000005 0.08184000000000001 0.10836000000000003 -0.44477499999999992 0.079360000000000014 0.084655000000000022 0.091715000000000005 -1.0000000180025095e-35 0.0041500000000000009 0.0016850000000000001 0.083725000000000008 -0.50199999999999989 -1.0000000180025095e-35 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=8 2 -2 4 5 6 7 -3 13 22 -11 -8 -6 16 15 -12 17 18 19 -1 -21 -17 23 -10 25 26 27 -25 -28 -30
right_child=1 3 -4 -5 12 -7 11 -9 9 10 14 -13 -14 -15 -16 21 -18 -19 -20 20 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0016593610064968081 0.0013367742939692736 0.0011545174525960052 -0.0016491310919144102 0.0011383335014922488 -0.00015249320186178265 -0.001639929980661982 -0.00041825465219753752 -0.00010851380478403063 -0.0016019170672556865 -0.0016063421833768746 -0.0012999473492011475 0.0015684869400251476 -0.0014933876894814185 0.0011931431392508552 -0.0014799973023550232 -7.6700071572423072e-06 -0.0016086953505015211 -0.0012467338167311494 0.0015657569043746006 0.00075230625479970922 -0.0016078635159857649 0.0010743174137320922 -0.0016054766959663546 0.00070950444794214715 -0.0013706534852021806 0.0015055287916954181 -0.0012565058566531154 -0.0016027265865073356 0.0016666031792665111 -5.0142004997702788e-05
leaf_weight=0.23628131498117122 1.5654171899659548 0.72409057477488836 0.23653335310518731 0.96559477108530778 1.0024646904785184 0.52094373072031874 0.26330692938063283 4.3134180528577408 0.7817722987674659 0.37591715564485628 0.44347801781259466 1.0582293106708673 0.83786287368275214 0.59422139811795194 0.35351389972493041 5.2836659948807201 0.27366447681561101 0.36218799324706186 0.37111207074485708 1.1621298432000942 0.27568957145558659 0.66541056445566926 0.91974465909879644 0.14043343538651498 0.79946879870840337 0.24310849746689189 0.37329691971535828 1.05062346352497 0.2671040646964683 1.7128250144014598
leaf_count=14 301 33 8 96 37 53 26 291 403 23 95 96 46 30 28 292 20 52 11 62 65 31 563 25 229 16 164 479 7 314
internal_value=0 0.000214215 0.000944829 7.82925e-05 -3.90852e-05 0.000154548 0.000301555 7.30341e-05 -0.000344294 -0.000460984 -0.000144512 0.00117264 -0.000762975 0.000133484 -6.30532e-05 1.5305e-05 -0.000101375 6.99716e-05 0.000303148 2.32545e-05 0.000299764 0.000113351 -0.000819409 -0.000684741 -0.00052842 -0.000350636 -0.000477953 -0.0013301 -4.66499e-05 0.000181457
internal_weight=0 11.4879 1.80195 9.68591 8.72032 6.87999 6.35904 5.03751 16.6856 13.4104 7.12199 1.32154 1.84033 3.27529 6.74607 6.39255 2.68107 2.4074 2.04521 1.6741 1.43782 5.94908 6.28838 5.36863 4.58686 3.78739 3.54428 1.19106 2.35323 1.97993
internal_count=3910 987 309 678 582 499 446 324 2923 2669 469 122 83 254 446 418 224 204 152 141 127 323 2200 1637 1234 1005 989 504 485 321
is_linear=0
shrinkage=0.0015919


Tree=420
num_leaves=31
num_cat=0
split_feature=1 12 13 40 1 484 3 3 403 47 4 51 15 1 4 41 48 12 3 9 43 52 448 48 39 133 49 1446 43 16
split_gain=1.31164 0.832347 0.957984 0.594835 0.58619 0.583295 0.607707 0.682224 0.517698 0.504614 0.820096 0.638099 0.503038 0.488416 0.484647 0.684758 0.478391 0.462309 0.713893 0.746359 0.572968 0.51396 0.45726 0.449882 0.439202 0.430729 0.417073 0.415705 0.402811 0.367415
threshold=0.094485000000000013 0.090840000000000018 -1.0000000180025095e-35 0.34489500000000001 0.13026000000000001 -0.0043499999999999988 -0.115685 0.084925000000000014 -1.0000000180025095e-35 0.096475000000000019 -0.16401499999999997 0.12342500000000002 -1.0000000180025095e-35 0.14071500000000001 0.22584000000000001 0.081670000000000006 0.086870000000000017 0.088590000000000016 -0.089974999999999986 0.083710000000000021 -0.16369999999999998 0.08709500000000002 -0.081394999999999981 0.086935000000000012 0.091635000000000008 -0.26719999999999994 -0.082494999999999985 0.089150000000000021 0.098320000000000005 0.67964000000000013
decision_type=2 2 2 2 2 2 2 2 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 22 14 -1 28 8 -8 10 -4 -12 16 -11 29 -16 -10 18 -14 21 -19 -20 -2 -18 -23 -24 -9 -27 -7 -3
right_child=1 4 9 -5 -6 6 7 26 12 13 11 -13 17 -15 15 -17 23 20 19 -21 -22 24 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0012329085943349283 -0.0012980189570035204 -0.0012602245828479488 -0.0013863125821614217 -0.0014074242916306608 0.00058882507595083857 0.00039141841402145182 -0.0012402850340092794 -0.00092359254924968218 -0.001179122323069723 -0.0010629212250229706 0.00071074311046113287 -0.00076049102979514613 -0.0014189264865648633 0.00043401288654325255 0.00040359234706284134 -0.0013669116707763259 0.0017890277804914732 0.00029298703689135356 0.00093226115698036695 -0.0013738028634173868 -0.0012169030526734978 -0.0014188943513018188 -0.0014011226642545276 -0.00048849181400213259 0.0013691015396602717 0.0012057675358637721 0.00026088623839919204 -0.00097399780975277643 -0.0010056918915121651 0.00066799292045090968
leaf_weight=1.2617605284322042 0.15823771432041933 1.6017668046406464 0.48075638676527876 0.2031671255826949 1.0913270914461461 3.0999244480626689 1.7955450059380389 0.64595026848837722 2.4514063924434599 1.1935772721190003 3.4362421723781145 0.63859757129102934 0.47466555389110032 0.59747115802019823 1.465433538425714 0.5483646448701619 0.18473176658153523 0.70143471151823211 2.0531857718597175 0.39005832839757193 1.3289375004824249 0.35106507898308326 0.12786573567427506 1.1129675033735109 0.14620426064357162 3.9555305435787913 3.4086695181904352 0.16655338089913119 0.42916874599177379 0.20344618707895268
leaf_count=485 3 290 51 6 76 162 746 21 516 55 163 14 44 10 52 14 1 29 86 30 282 62 5 126 4 429 108 15 21 4
internal_value=0 0.000177669 0.000384881 0.000853705 -0.000284749 -0.000343663 -0.000283255 -0.00040166 -0.000576476 4.42424e-05 0.000283203 0.000480175 -0.000446846 -0.000563563 -0.000534383 -7.85224e-05 -0.000827849 -0.000184537 0.000119107 0.00036738 -0.00069528 0.000633671 0.000957917 -0.000164279 -0.000599184 0.00104191 7.21844e-05 0.00111769 0.000221518 -0.00104292
internal_weight=0 15.8683 10.958 4.61135 4.91034 19.8357 18.5739 15.0448 10.9902 6.34664 4.5556 4.07484 9.19466 1.79105 3.81901 2.0138 3.74911 5.44555 3.41518 2.94051 2.03037 2.55046 4.40819 1.2977 0.497269 4.24995 4.05462 4.12208 3.52909 1.80521
internal_count=3910 1187 751 458 436 2723 2238 2055 1926 293 228 177 1180 65 360 66 643 537 226 182 311 152 452 127 66 449 129 444 183 294
is_linear=0
shrinkage=0.00135157


Tree=421
num_leaves=31
num_cat=0
split_feature=31 156 2 123 41 4 15 159 3 0 0 16 4 0 160 4 403 3 3 0 3 160 1338 1446 13 0 156 13 13 132
split_gain=0.177339 0.169874 0.175376 0.204036 0.186083 0.259226 0.226677 0.23091 0.218018 0.206249 0.212947 0.220878 0.274017 0.20259 0.290104 0.342234 0.214695 0.218042 0.182761 0.276649 0.282949 0.156848 0.153649 0.153267 0.146946 0.14466 0.140961 0.1557 0.163433 0.253192
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.099015000000000006 0.086020000000000013 0.080335000000000018 0.28937500000000005 -0.11739999999999999 0.10392000000000001 0.24227500000000002 -0.069794999999999982 -0.10575999999999998 -0.30307999999999996 0.015635000000000003 -0.089879999999999974 0.031805000000000007 -0.077679999999999985 -1.0000000180025095e-35 -0.089974999999999986 -0.115685 -0.053834999999999994 -0.032959999999999996 0.086110000000000006 0.087215000000000015 0.094620000000000024 -0.10023999999999998 -0.017269999999999997 0.11896500000000002 -0.52445999999999982 -0.089899999999999994 0.079995000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 22 5 6 8 9 -3 10 11 -8 21 24 15 16 -15 -18 -11 -20 -21 -13 23 26 -12 -22 27 -4 -29 -30
right_child=1 2 3 -5 -6 -7 7 -9 -10 18 13 12 -14 14 -16 -17 17 -19 19 20 25 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0033587448107618234 -0.0037171914191415157 -0.0034996429187558837 -0.0022241713945408623 0.0028291002580303933 -0.002892650185026025 0.0037359042538552671 -0.0026895973015418776 -0.0037663256727449353 0.003786627106462848 0.0031395859894616674 0.00079095776791749609 0.00077115149345876048 0.0028621882401336451 -0.0037082162914599524 0.0022992439836632076 -0.0037197168775797932 -0.0024068614643080145 0.0018023835882156575 0.0026905649434195164 -0.0038040622030255161 -0.0015072916474681347 -0.0017423896498597255 -0.0038182913686330305 -0.003769855224440967 -0.0037646367551010928 0.0021490798184816782 -0.0024569551722670412 0.0019350753531087786 -0.00015224870846676272 0.0028396074088262047
leaf_weight=0.19936297328967967 0.18175414419965541 0.50538381412479516 0.26189944957150135 0.43794842646457244 0.40783027876750555 0.2097625205060466 0.29747772197879419 0.24805647291941557 0.06341266306117177 0.40682308074610762 0.11745116169186076 0.95624054448853379 0.58860244695097197 0.18537742266198176 0.37516229007451318 0.53957344523224282 0.22992540428822394 0.63559326843824304 0.44800499973644026 0.30081995922228078 0.25890811480348919 0.52907545835478231 0.12772120535373677 0.12385761223413272 0.56192189920693314 0.3480074642575427 0.2249850805819732 1.1162597104994345 2.6646558697029827 0.45424225962051412
leaf_count=113 197 171 19 146 98 66 51 159 4 31 31 81 25 491 110 542 79 145 87 48 20 35 5 38 226 33 85 176 506 92
internal_value=0 -0.00015987 -0.000112416 0.000405305 -0.000453527 -0.000326086 -0.00043826 -0.000256211 -0.00268733 -0.000127769 -0.000510743 0.000295247 0.000723385 -0.00123336 -0.000630691 -0.00132181 -9.06229e-05 0.000684196 0.000962207 0.000308831 -0.000866653 -0.000124182 0.00019188 0.000297574 -0.00297706 0.000589284 0.000404261 0.000547406 0.000718799 0.000283491
internal_weight=0 13.8067 13.625 5.41157 8.21341 7.80558 7.59582 7.02702 0.568796 6.77896 5.0164 2.3714 2.07392 2.645 1.96563 1.59047 1.0509 0.865519 1.76256 1.35574 0.907736 1.48532 4.97362 4.8459 0.679373 0.606916 4.72204 4.49706 4.23516 3.1189
internal_count=3910 3797 3600 1067 2533 2435 2369 2194 175 2035 1816 192 141 1624 1367 1257 715 224 219 188 101 116 921 916 257 53 878 793 774 598
is_linear=0
shrinkage=0.00370407


Tree=422
num_leaves=31
num_cat=0
split_feature=1 47 42 42 51 484 1426 159 52 0 4 13 43 4 43 49 9 42 48 160 1348 124 3 47 130 130 123 52 52 49
split_gain=0.587878 0.435135 0.424827 0.538025 0.462622 0.453042 0.415698 0.491002 0.406019 0.56165 0.381475 0.446161 0.373254 0.361644 0.35652 0.353498 0.375943 0.351502 0.439575 0.638424 0.367163 0.371175 0.341826 0.333901 0.332738 0.488434 0.343966 0.318268 0.307281 0.433529
threshold=0.10113500000000002 0.087850000000000025 -1.0000000180025095e-35 0.091955000000000023 -0.10748999999999999 -0.0043499999999999988 -1.0000000180025095e-35 0.073745000000000019 0.11401500000000002 -0.060094999999999989 0.11205000000000001 0.41346500000000003 -0.18906999999999999 -0.17479499999999998 -0.079804999999999987 -0.085974999999999982 0.083710000000000021 -0.092964999999999978 0.12862000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.52484999999999993 0.10223 0.09252500000000001 -0.076814999999999981 -0.084569999999999992 0.091310000000000016 0.084890000000000007 -0.0066199999999999991 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 24 4 -4 22 -2 13 9 15 11 -5 -10 -8 -12 -7 23 -15 19 -19 -21 -22 -6 27 25 -1 -26 28 29 -17
right_child=1 -3 3 10 5 8 7 -9 12 -11 14 -13 -14 17 -16 16 -18 18 -20 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0014153419629266654 -0.0017845471205726676 -0.00020863843925440859 -0.0015329433173118581 -0.0015127284479480832 -0.0015535786144191333 -0.00086755298653966198 -0.001280679503274456 0.0013683742151318463 0.0016254161582688342 0.00084013085480603663 0.001541597126268963 0.0017227361571085583 -0.0011766555842702439 -0.00093354710251469493 -0.00094644504570885247 0.00072475087699322199 -0.0012659487536273838 -0.00042330499664344247 -0.00052692832174150222 -0.0011339978645442037 -0.0013911728611968053 0.0013179503089172785 0.0010682436776453194 -0.0015452232929263321 -0.0012498709005996358 0.0010590890917386163 0.00067782160384385534 -0.00096319942423216424 0.00080957032832327765 -0.00041779302213580937
leaf_weight=0.30079644278157502 0.19004285673145194 3.9684055102407001 0.45411583982058878 1.3613487533293653 0.64294897753279379 0.95198296895250578 0.31604382599471037 1.1940377018181605 0.12517808750271797 2.3885466868523517 0.24905311223119497 0.10556143522262562 0.85979502162081267 0.42085412621963758 0.28257913200650353 1.349386268644593 0.41975703695788968 0.85530610824935172 0.77267027599737037 0.16445814096368927 0.12162596033886197 2.6273991141933926 0.13901515665929765 0.23733077861834306 2.1085019610472986 0.4696588180959228 0.23663953971117724 0.43186059940489929 2.2985822806658698 1.7576805709977632
leaf_count=71 28 249 113 544 314 58 63 206 2 90 11 1 184 20 29 65 47 57 30 10 4 320 10 42 830 28 9 121 160 194
internal_value=0 0.000188794 -0.000264864 -0.000152584 -3.18115e-05 2.69442e-05 0.00042552 0.000490412 0.000107483 0.000200424 -0.000881143 -0.0012799 -0.000820546 0.000291804 0.000219125 -4.76692e-06 0.000121701 0.000391954 0.000514787 0.000728358 0.00106645 0.00119809 -0.00108748 0.000217584 -0.000771369 9.30368e-05 -0.00105535 0.000289253 0.000389312 7.84091e-05
internal_weight=0 10.6308 17.1703 14.0547 12.0562 11.6021 6.66244 6.4724 10.8201 9.83513 1.99854 1.46691 0.984973 5.27836 0.531632 7.44658 6.4946 4.96231 4.54146 3.76879 2.91348 2.74903 0.781964 6.07484 3.1156 0.770455 2.34514 5.83751 5.40565 3.10707
internal_count=3910 987 2923 1985 1400 1287 738 710 963 777 585 545 186 504 40 687 629 441 421 391 334 324 324 582 938 99 839 540 419 259
is_linear=0
shrinkage=0.0015161


Tree=423
num_leaves=31
num_cat=0
split_feature=1 150 15 3 3 403 15 1374 52 52 156 49 52 43 12 2 1212 43 2 15 13 52 1456 403 0 133 11 13 40 42
split_gain=1.47415 0.848614 0.949303 0.796538 0.825748 0.625286 0.637157 0.60503 0.571175 0.506388 0.46583 0.456819 0.448433 0.462675 0.679267 0.665047 0.500412 0.44365 0.538064 0.565105 0.535486 0.439169 0.438546 0.443589 0.501137 0.524895 0.525154 0.454817 0.474909 0.444433
threshold=0.094385000000000011 0.077110000000000012 -0.24219999999999997 -0.115685 0.084925000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09309000000000002 0.40342500000000009 -0.27466499999999994 0.096585000000000018 -0.082494999999999985 0.10599500000000002 -0.082689999999999986 0.088375000000000023 0.085155000000000022 -0.5172699999999999 0.098320000000000005 0.11085000000000002 0.079360000000000014 0.14810000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23821499999999998 -0.26719999999999994 0.087830000000000005 -0.092039999999999983 0.028705000000000001 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 5 -5 -7 9 -2 -3 22 -6 13 -8 15 16 -15 18 19 20 21 -1 -4 -24 -25 -26 27 -27 29 -29
right_child=1 7 10 4 11 6 12 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=1.5151829098050871e-06 0.0006923709661442824 -0.00049490421924262417 -0.0012211322404584353 -0.0011258013764385325 -0.00087446326862563044 -0.00081055680942174093 0.0003327211635382337 -0.00094839089081482318 -0.0012279681211294405 0.00086570412461223233 -0.0011391567974565751 0.00013264517247737502 -0.001215706965885337 0.0012061840004584407 -0.0012092567503686738 0.00065504436755952679 -0.00093662956436655969 -0.0009616329226711151 0.0012517826743810405 -0.0012035966242460103 -0.00081935285668629035 0.0010457274689097528 -0.0011446656584567132 -0.001027222040314323 -0.001246900565482477 0.00074719916645897631 -0.0010059415426679345 -0.0012997039471618025 0.0011166169825338216 4.2507352859247509e-05
leaf_weight=1.1866906180512171 2.9559247230645282 0.4360381695441905 0.49267151788808128 2.5792812886065866 0.75756848300807167 4.4722747891210046 2.0721754225669429 0.33594827912747849 0.23749744985252608 3.5416902295546597 0.68907709012273777 4.0932190626626825 0.57492153672501434 0.18103021080605675 0.9934683903120457 1.0738370007602496 1.0628009347710685 0.47714723425451655 0.64253010880202044 0.43588818027637888 0.53494894003961224 1.1030022695194959 0.51293730246834002 0.63165491214021763 0.40560705051757118 1.7935816894751004 0.52599886979442079 0.37958387751131883 0.53904829919338215 4.5147443119203823
leaf_count=51 273 11 60 803 25 918 92 12 13 249 92 136 147 5 191 57 112 25 12 80 30 31 61 24 28 73 31 10 15 243
internal_value=0 0.000126156 -1.9144e-05 -0.000332501 -0.000444153 -0.000600572 -0.000470692 0.000586889 0.000549554 0.000716554 -0.000192354 -2.46393e-05 -0.000215588 -0.000108778 -0.000385077 -3.17924e-05 -0.000624759 0.00012277 0.000255338 5.89758e-05 0.000253811 0.000504538 -0.000125752 -6.77438e-05 -4.90195e-06 7.42484e-05 0.000143366 0.000227016 5.53015e-05 -6.1589e-05
internal_weight=0 17.992 13.6783 22.2408 17.8606 13.0098 10.4305 4.31368 3.19342 3.97773 10.4849 4.85079 5.95823 5.38331 3.31114 2.31767 1.24383 4.38021 3.90306 3.26053 2.82464 2.28969 9.79583 9.30316 8.79022 8.15856 7.75296 7.22696 5.43338 4.89433
internal_count=3910 1195 923 2715 2486 2325 1522 272 286 260 637 161 604 457 365 174 117 229 204 192 112 82 545 485 424 400 372 341 268 253
is_linear=0
shrinkage=0.00119136


Tree=424
num_leaves=31
num_cat=0
split_feature=4 11 48 13 12 52 0 1 48 132 4 4 1 2 3 15 3 3 16 49 14 47 1348 0 1374 457 42 4 51 16
split_gain=0.990468 0.596487 0.630478 0.581008 0.658697 0.544465 0.542362 0.572989 0.540817 0.514865 0.445073 0.62699 0.473661 0.433226 0.422363 0.406217 0.401291 0.375373 0.346892 0.360744 0.345256 0.350707 0.331267 0.324306 0.323565 0.344435 0.346969 0.354479 0.300598 0.49843
threshold=0.28937500000000005 0.08184000000000001 0.016865000000000002 -0.094679999999999986 0.051320000000000005 0.11588000000000002 0.047345000000000005 0.093575000000000019 0.13342000000000001 0.080815000000000012 -0.083329999999999987 -0.08422499999999998 0.10113500000000002 0.12330500000000001 -0.074234999999999982 -0.11739999999999999 0.0066850000000000008 -0.075679999999999983 0.011450000000000002 -0.045004999999999996 -0.46879999999999994 0.096475000000000019 0.084620000000000015 -0.18087499999999998 -0.094679999999999986 -0.066264999999999991 -1.0000000180025095e-35 -0.013929999999999998 -0.40274499999999996 0.31524000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -1 7 15 20 22 11 13 -12 -6 17 -4 -9 -14 19 -18 -2 -22 28 -21 -17 -26 -27 -28 -5 -30
right_child=8 -3 6 4 10 -7 -8 16 -10 -11 12 -13 14 -15 -16 24 18 -19 -20 23 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.00043585379262006235 -0.00020166510501847161 -0.0013582619917201478 -0.0015736997841601084 -0.0016188406668331244 -0.0009590301255401135 -0.0016103623515496255 0.0014928753185760935 0.0012557800488268381 -0.0012605345425283298 0.0013521825256621175 -0.0013441333480733154 0.0010839139048925274 -0.00040742705023434693 0.0015526609679121933 -0.0015829767539424424 -0.0016385908837159226 0.0011768687777855621 0.0014325686608448443 -0.00093585046858507645 -0.0008264730217795701 0.0013313634226651656 0.00017474805954705415 0.0010773260116917897 0.00072646834783661224 -0.0015952871724976548 -0.0015587339127940772 -0.00077011409127397516 0.00065007625877703146 -0.00044802781569395567 0.0011620883864964062
leaf_weight=3.036471259663823 0.70172240294050459 1.0388326530228358 0.55788148552528616 0.40441403008298937 1.5277388778922616 0.34330465240054753 0.68150237028021354 1.1222819303511644 0.33882713760249306 0.54891233658418048 3.5277628258336247 0.65182197606191739 1.2613996028667316 0.18232177809113626 0.5558282498968764 0.31513599958270866 0.91072303359396833 0.33224818948656332 0.54620527673978347 0.67376631847582802 2.1528682771604504 0.87435489194467653 0.42037741711828847 0.60570343025028639 0.28963608219055537 0.24979924067156556 0.53056424541864688 1.9451695590978435 3.2449497032794201 0.53058339864946891
leaf_count=173 55 160 147 23 383 52 41 127 21 33 1489 59 95 11 60 14 40 6 31 20 313 37 24 32 28 53 36 111 215 21
internal_value=0 -0.000214771 -0.000167249 -0.000341701 -0.0004877 0.000228007 0.000175683 5.98077e-05 0.0006024 -5.76419e-05 -0.000763162 -0.000201341 -0.000996894 -0.000691241 -0.000426999 -0.000357449 0.000480255 -2.38196e-05 0.000162188 0.000436024 0.000771674 0.000997297 -0.000225863 -9.13076e-05 -0.000153706 1.48923e-06 0.000171175 0.000345721 -0.000356924 -0.000221755
internal_weight=0 26.0353 24.9965 16.5681 13.1884 3.37978 8.42837 7.74687 4.06777 5.14924 8.03912 2.36188 5.67724 1.71006 2.14948 3.88819 3.85868 1.59365 2.7364 2.19019 3.72895 3.02722 4.60032 1.27947 3.33031 3.01517 2.72553 2.47573 4.17995 3.77553
internal_count=3910 3484 3324 2644 2419 225 680 639 426 316 2103 453 1650 394 161 389 250 101 123 92 405 350 283 52 242 228 200 147 259 236
is_linear=0
shrinkage=0.00154009


Tree=425
num_leaves=31
num_cat=0
split_feature=1 47 3 3 52 11 52 159 49 12 50 52 51 50 51 484 457 133 151 4 124 43 42 160 15 15 12 1 13 132
split_gain=0.892098 0.46396 0.422962 0.560514 0.389907 0.370419 0.368656 0.377277 0.345389 0.32893 0.3195 0.304223 0.340744 0.300914 0.318725 0.365753 0.412182 0.47629 0.297712 0.331375 0.295124 0.286013 0.407939 0.395051 0.38383 0.520035 0.372741 0.519091 0.534689 0.329765
threshold=0.10113500000000002 0.087850000000000025 -0.12008499999999998 -0.055684999999999991 -0.24456499999999998 0.08184000000000001 0.12539500000000003 -0.094429999999999986 -0.13451999999999997 -1.0000000180025095e-35 0.096405000000000005 0.092885000000000009 -1.0000000180025095e-35 0.087260000000000018 -0.097124999999999989 0.085815000000000016 -0.0015249999999999997 -0.0023199999999999996 -0.27336999999999995 -0.17479499999999998 -0.082254999999999981 -0.077544999999999989 0.083725000000000008 -1.0000000180025095e-35 0.041585000000000004 -0.068324999999999983 0.088375000000000023 0.08844500000000001 0.0015650000000000002 0.12562500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 5 11 -2 -1 9 -8 -5 -6 18 12 -4 14 -10 16 -16 -18 -11 -20 -19 22 29 -24 25 -25 27 28 -23 -14
right_child=1 -3 3 8 6 -7 7 -9 13 10 -12 -13 21 -15 15 -17 17 20 19 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00042851340876444628 -0.00075598899896071057 -0.00017437128335799146 -0.0016911863712609301 -0.0017064560387294047 0.0016410441861597089 -0.0012516099822732546 0.00093368323945144276 -0.0009625536299343022 -0.0013318741196536648 -0.0014868831038335193 -0.0011951457415867476 -0.0016990178236345904 -0.0017005185371251653 -0.0013808500967048606 -0.0016338734307811088 0.0012206139084153297 -0.0015773189413807707 0.0015015821081868343 -0.0010049150117425888 0.0010340654457219778 0.00013812484175141886 -0.0014607342378834798 -0.0016976442980447695 0.00082836892605842635 0.0015684461494273633 -0.0017370511116402418 -0.0016985788138605248 0.0013141665780527334 0.0015434322243342417 0.0012935844942031033
leaf_weight=2.8567430124385313 0.58414665813324962 3.8874462262610905 0.79076544649433511 0.37154278357047577 1.2299355700379235 0.42667716811411072 0.52041563671082258 0.69090094533748903 0.43657275737496082 0.15759327402338419 0.25121696817222972 0.92510080701322284 0.6036264916183457 0.44254224479664106 0.40604388690553594 0.7919939559069461 0.41870010062120844 0.51118553429841984 0.24385742237791452 2.9937371962005259 3.6985045450855969 0.97124720163992451 0.24485869833733875 0.62992768274852995 0.67365091975079849 0.34649460087530304 1.0136314019327981 0.38236024463549245 0.20256024354603142 0.12574307998875156
leaf_count=174 94 249 404 23 277 67 39 38 92 8 19 530 207 52 18 27 67 38 11 252 152 374 93 52 18 43 442 19 17 14
internal_value=0 0.00028751 -0.000333086 -0.000460617 0.000556633 0.000210183 0.000682587 -0.000147877 -0.000127913 0.00088888 0.000635174 -0.000801367 -0.000662614 -4.04488e-05 5.42637e-05 0.000158127 -9.01899e-06 0.000133528 0.000770603 0.000880488 0.00030369 -0.000506022 -0.000115453 0.000295966 0.000591803 -8.19997e-05 -0.000904874 -0.000387883 -0.000942315 -0.00118434
internal_weight=0 10.5592 17.2705 13.9871 6.6718 3.28342 6.08766 1.21132 7.07709 4.87634 3.6464 6.90997 5.98487 6.70554 6.263 5.82643 5.03443 4.62839 3.39519 3.23759 4.20969 5.1941 2.6243 1.89493 1.65007 0.976422 2.5698 1.55617 1.17381 0.72937
internal_count=3910 987 2923 2682 738 241 644 77 469 567 290 2213 1683 446 394 302 275 257 271 263 190 1279 427 206 113 95 852 410 391 221
is_linear=0
shrinkage=0.00168196


Tree=426
num_leaves=31
num_cat=0
split_feature=158 31 1 159 474 42 3 42 4 13 52 4 2 2 4 403 159 150 42 2 2 160 38 12 151 16 47 15 15 16
split_gain=0.18762 0.204174 0.181651 0.177017 0.23822 0.167981 0.221562 0.186475 0.184397 0.261601 0.17098 0.258924 0.243637 0.244829 0.206859 0.183622 0.215234 0.172974 0.16373 0.162875 0.156713 0.156093 0.152216 0.170589 0.140165 0.169656 0.207735 0.156468 0.149617 0.209437
threshold=0.11034000000000001 -1.0000000180025095e-35 0.10113500000000002 0.085280000000000009 -1.0000000180025095e-35 0.091955000000000023 -0.15464999999999998 -0.09602999999999999 0.11205000000000001 0.41346500000000003 0.11401500000000002 -0.083329999999999987 0.089910000000000004 0.10457000000000001 -0.52333999999999992 0.088015000000000024 0.090705000000000022 0.090145000000000017 -1.0000000180025095e-35 0.099015000000000006 0.090050000000000005 -1.0000000180025095e-35 0.11976000000000002 -0.065214999999999981 -0.24440499999999998 -0.072804999999999981 0.096475000000000019 1.0000000180025095e-35 -0.07142999999999998 0.0072950000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -5 6 -3 -8 9 -7 11 14 -13 18 -9 16 -16 -12 -14 20 -20 -4 23 -23 -25 26 27 -26 -27 -30
right_child=-2 2 3 4 -6 8 7 10 -10 -11 17 12 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 25 28 -28 -29 29 -31
leaf_value=0.0032716101380224011 -0.0028620113515952545 0.0015315443412577206 -0.0011718002542477569 -0.0029415900674957963 0.0026663127207706429 -0.0032526757000122812 -0.0029168560469912527 -0.0032947179512162637 0.0004983399778983016 0.003437815018121414 -0.0030659788522414307 -0.0013173535407726171 -0.0023530788432415128 -0.0023314886447792149 0.0018838185450760195 -0.003221010867912058 -0.0012800863843655296 0.0018981238962619187 0.0032428174337144414 0.0028526464973470554 6.0419568303152379e-06 0.0026365329153333222 -0.0029424529188423264 -0.0028951581824437252 0.002933684497878176 -0.0019758346005628179 -0.00017583163593440999 0.00039557537511897202 0.0028894148006662918 -0.0004648392114648261
leaf_weight=0.18629177934780905 0.24581865029176775 0.66869170493737051 0.76436063021537837 0.089224055409431458 0.57344746810849745 0.59231214776082186 0.28594986245297782 0.11465795870753925 0.28388221462955698 0.066230282187461853 0.38324322400876543 2.2008028456548416 0.17061628497322123 0.33533382060704742 1.3794043521702368 0.093403393431799375 0.26056036579393538 0.087972334862570278 0.17503054851840705 0.3547992553358198 1.1828126494219757 0.35242571117123667 0.13397516187978897 0.13406058563850942 0.67437681264709792 0.41894796298584047 0.7684727843152358 0.39118394535034895 0.24212871352210441 0.87697379825112876
leaf_count=110 167 93 105 2 169 514 232 24 31 1 240 845 134 89 313 38 43 17 8 19 137 133 11 21 119 63 42 21 24 145
internal_value=0 -4.88239e-05 -9.28336e-05 0.000365325 0.00191125 -0.000380364 -0.000224517 -0.000391681 -0.00165259 -0.00257981 -0.000284527 -0.000145082 -0.000564711 0.000181897 0.000858423 0.00113314 0.00138113 -0.00213922 0.000629431 0.000926554 0.000423273 0.000149967 0.000403015 0.000519175 0.000306345 0.000433624 0.00108942 0.00200191 -0.000348372 0.000260886
internal_weight=0 14.2416 14.0553 5.41958 0.662672 8.6357 7.69328 7.02459 0.942425 0.658542 6.73864 6.26742 4.4194 2.21859 1.84803 1.73337 1.63996 0.471216 1.88326 1.71264 1.35784 4.75691 3.99255 3.85857 3.50614 3.37208 1.83403 1.06556 1.53805 1.1191
internal_count=3910 3743 3633 855 171 2778 2232 2139 546 515 1907 1650 1232 387 418 394 356 257 298 164 145 684 579 568 435 414 182 140 232 169
is_linear=0
shrinkage=0.00319264


Tree=427
num_leaves=31
num_cat=0
split_feature=1 47 40 159 4 9 0 4 0 1 14 0 52 42 50 48 52 160 3 52 52 51 12 1429 3 403 402 2 2 133
split_gain=1.47559 0.758724 0.669203 0.639725 0.524318 0.475038 0.482269 0.714845 0.480511 0.564914 0.563071 0.562777 0.574204 0.443812 0.558925 0.685621 0.427568 0.381775 0.293347 0.286169 0.281575 0.264214 0.249833 0.249489 0.235991 0.232505 0.343473 0.244329 0.492642 0.277844
threshold=0.10113500000000002 0.087850000000000025 -1.0000000180025095e-35 0.073745000000000019 -0.040469999999999999 -0.016839999999999997 0.047345000000000005 -0.49837999999999999 -0.10575999999999998 1.0000000180025095e-35 0.077685000000000018 -0.14867499999999997 -0.010284999999999997 -0.092964999999999978 0.11800500000000001 0.12862000000000004 0.10433000000000002 -0.087309999999999985 0.090325000000000003 -0.27466499999999994 -0.082174999999999984 -0.24332999999999996 0.086305000000000007 -1.0000000180025095e-35 0.16699000000000003 -1.0000000180025095e-35 -0.50199999999999989 0.08400500000000001 0.084065000000000015 0.092000000000000012
decision_type=2 2 2 2 2 2 2 2 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 21 4 -4 -1 8 16 9 -7 11 12 18 -6 15 17 -8 -15 -11 -19 -9 -2 -22 -5 -3 -10 -27 -28 -29 -30
right_child=1 24 3 23 13 6 7 20 25 10 -12 -13 -14 14 -16 -17 -18 19 -20 -21 22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0012439600533605372 -0.0010009921381257982 -0.00055552188765062749 -0.00087409931877469732 -0.00043176055366591531 -0.00099582996945409984 -0.00090881716878586714 -0.0012592725423828993 0.00084044571511864095 -0.0011218320488766279 -0.0010777367539854055 -0.0012002627802484558 0.00074724768523170139 0.00030197220362736206 -0.00035598428235675907 -0.0010263365450373272 -0.00077207006427551571 -7.8554801979261328e-06 -0.00050226169875931359 -0.00023940521996641229 0.00091739046078561878 0.00046701649139852761 0.001102067727858837 -0.0004644614674625776 0.0009669056644756453 0.00024136373547937947 0.0013432490410155973 -0.0010311097441047397 0.0013749242604196397 -0.00059182041848429838 -0.0012084171580263744
leaf_weight=0.19515884120483207 0.089162795455194899 4.3105992239434263 1.1987962797284106 0.21075380686670531 0.53976105246692796 2.3657173729734557 1.0499407890019941 0.67879259726032648 2.470850823621741 1.101943113608286 0.70361319684889156 0.92544733360409726 1.4580508244689556 0.50108116562478278 0.49362254608422507 0.65016108099371184 0.58747473033145059 0.21708709746599186 1.2063678288832305 2.0080974677111985 0.70096025057136901 1.0903399267699558 0.91701468545943499 1.065868323552422 0.5819644727744161 0.10977897793055547 3.0116198724717611 0.16402397176716377 6.9585534809157235 1.1791705276118589
leaf_count=17 6 218 121 4 13 136 66 33 802 32 90 41 57 20 28 12 13 6 32 173 23 226 30 129 31 1 411 3 919 217
internal_value=0 -9.58042e-05 0.000125584 -1.44619e-05 -0.000185282 -0.000581689 -0.000595612 -0.000217287 -0.000664344 -0.000430235 -0.000220392 -7.34442e-05 -0.0002751 1.97172e-06 0.000141136 0.000311817 -0.000810287 0.000570303 -0.000639609 0.00077889 0.000205476 0.00094309 -6.09144e-05 0.000736004 -0.000460733 -0.000795117 -0.000724448 -0.000744512 -0.000640543 -0.000681166
internal_weight=0 12.9573 8.06473 6.88523 5.60861 25.7845 25.5893 3.93418 21.6551 7.76114 5.39542 4.69181 3.76636 4.40981 3.87005 3.37643 1.63742 2.72627 2.30831 2.22518 2.29677 1.1795 1.61797 1.27662 4.89256 13.894 11.4231 11.3134 8.30175 8.13772
internal_count=3910 987 738 506 373 2923 2906 165 2741 388 252 162 121 252 239 211 79 199 64 179 86 232 53 133 249 2353 1551 1550 1139 1136
is_linear=0
shrinkage=0.00117462


Tree=428
num_leaves=31
num_cat=0
split_feature=4 12 13 49 474 151 11 52 132 38 3 15 124 43 133 1348 158 1348 130 130 43 133 49 52 457 4 3 13 51 47
split_gain=1.03118 0.633878 0.626231 0.811391 0.624127 0.621341 0.552208 0.516542 0.478083 0.605189 0.531724 0.498825 0.507979 0.424585 0.587802 0.544812 0.462799 0.405301 0.403292 0.499646 0.398156 0.418284 0.397886 0.39545 0.549607 0.378142 0.500187 0.419328 0.358549 0.614309
threshold=0.27608500000000008 0.051320000000000005 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 -0.27336999999999995 0.077165000000000025 -0.044539999999999989 0.080815000000000012 1.0000000180025095e-35 0.31335500000000011 0.17176000000000005 -0.085379999999999984 -0.074254999999999988 0.084285000000000013 0.084895000000000012 0.065940000000000012 0.084620000000000015 -0.083489999999999995 -0.084569999999999992 -0.079109999999999986 0.083815000000000014 -0.080639999999999976 -0.087094999999999992 -0.066264999999999991 0.15045000000000003 -0.100615 0.16421000000000002 0.11024000000000002 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 8 6 7 -2 -6 22 -4 9 10 11 12 -1 14 16 18 20 23 19 -15 21 25 -3 -14 -25 26 27 -5 29 -7
right_child=4 2 3 13 5 28 -8 -9 -10 -11 -12 -13 17 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00093120461445082554 -0.0018332858150619229 -0.00087002620108278983 0.00086511174162309573 0.00056354412342249035 -0.0012080288184820145 0.0012953676374016293 -0.001414510009221858 -0.00048800142003868618 0.00086701252636851194 -0.0011642218388732022 0.0014202367746185766 -0.0014148210986923591 -0.00076236398847607297 -0.0014191132961461806 -0.0012085182685968965 0.0012293304356509505 -0.0014302583299623342 0.0011711238211338994 -0.0013634603818313874 0.0018278545810472256 0.00085223498323530014 0.0017157609706990084 0.00042054331928405129 -0.0012266348340640098 9.6713151906434026e-05 0.00081018248019400045 -0.001343850090390745 -0.0014388072392854004 -0.00027056888296204343 2.4062688884422909e-05
leaf_weight=1.0423002570168964 0.2158019053749739 0.5450567803345624 1.0984781668521466 0.75020918215159482 0.34286945313215245 2.4649965009884904 0.44471273873932649 1.097305945761035 1.1262226863764215 0.93051391013432372 0.49438310228288251 0.50350940623320717 1.7135055256076093 0.18825275852577761 1.6343445891398003 0.18627816403750319 0.52882521343417455 0.46954173990525383 3.4231849320931387 0.18075715005397608 0.77405464125331302 0.1892385339597239 3.1577035894733845 0.66989849694072656 6.9050734173506632 0.39836976770311583 1.0627942576538774 0.2792495742905885 0.5789908580482005 1.056573779787868
leaf_count=85 4 33 45 32 20 355 65 65 65 57 47 30 121 44 575 10 87 16 1281 1 70 4 169 22 275 5 222 43 20 42
internal_value=0 -0.000222332 -0.000412029 -0.00057601 0.000483346 0.000595857 5.41744e-05 0.000188916 -4.10309e-06 -8.11784e-05 4.24025e-06 -5.76896e-05 5.57965e-06 -0.000751051 -0.000504109 -0.0010997 -0.000215049 -9.32907e-05 -0.00121411 0.000171393 -2.89902e-05 -0.000283524 0.000230568 -0.000157208 -2.03182e-05 -0.000435431 -0.000672599 2.0389e-05 0.000746689 0.000913939
internal_weight=0 29.7938 15.9388 11.7913 4.65923 4.44343 4.14747 2.19578 13.8549 12.7287 11.7982 11.3038 10.8003 9.59556 5.61709 3.97847 3.98274 9.75802 3.79219 0.36901 3.45392 2.67986 3.70276 9.28848 7.57497 2.49062 2.09225 1.02946 4.10056 3.52157
internal_count=3910 3469 2751 2484 441 437 267 110 718 653 596 549 519 2374 1038 1336 463 434 1326 45 376 306 202 418 297 302 297 75 417 397
is_linear=0
shrinkage=0.00139491


Tree=429
num_leaves=31
num_cat=0
split_feature=1 47 52 52 484 3 403 3 1374 0 52 15 48 2 0 0 15 3 43 48 1375 50 474 16 3 402 16 15 151 159
split_gain=1.25913 0.791275 0.864317 0.84127 0.602372 0.592294 0.593419 0.603803 0.495304 0.850821 0.560784 0.551087 0.598495 0.52698 0.525783 0.598712 0.783001 0.493652 0.487463 0.476245 0.510611 0.49051 0.534928 0.475377 0.473717 0.519555 0.470739 0.441487 0.424918 0.411506
threshold=0.094485000000000013 0.09252500000000001 -0.24456499999999998 0.12539500000000003 -0.0043499999999999988 -0.115685 -1.0000000180025095e-35 0.14320000000000002 -0.094679999999999986 -0.23029999999999998 0.11401500000000002 -1.0000000180025095e-35 0.084260000000000015 -0.013084999999999998 -0.082994999999999985 -0.084304999999999977 0.024640000000000006 0.16699000000000003 -0.26007999999999992 -0.086624999999999994 -0.43271999999999994 0.09660500000000001 -1.0000000180025095e-35 -0.15168999999999996 -0.069909999999999986 -0.50199999999999989 0.15100500000000003 -0.093099999999999974 -0.29526499999999994 -0.094429999999999986
decision_type=2 2 2 2 2 2 2 2 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 18 -1 -6 7 -7 -8 -10 11 12 -11 -13 15 16 -15 -3 -4 -20 -21 22 -22 -18 25 -16 -26 -14 -24 -5
right_child=1 17 3 29 5 6 8 -9 9 10 -12 13 27 14 24 -17 23 -19 19 20 21 -23 28 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0012006060052430279 -0.00077741299345784887 -0.00040598768359508648 -0.00078369363054273577 0.00046030031519827581 0.00017878868988594938 -0.0011949896740293547 -0.00141429991157881 0.0014007965529925846 0.00084294918836135132 -0.001092143118682597 -0.0012451071365247302 -0.0012984000388780385 -0.00073412419362083774 0.001412880545556984 0.0015588330385091918 0.0013063684086243722 0.00021018664291459958 0.00085597636945192602 -0.00032253728060860614 -0.0005779492332002071 -0.0012015220327121633 -0.00027782985050586604 -0.00045658103952308268 -0.0012985987869505418 0.0010353215828310964 -0.000939233391499816 -0.00038058506534761904 0.00041229206751854303 0.0011417978579433283 -0.00076506877973736033
leaf_weight=1.2208420078968654 1.0224651215248748 4.5870961487526065 0.3748472393490373 0.71353625401388843 3.7603984390152663 2.0052251135930468 0.60601109964773137 0.15745311230421055 1.0949911084026105 2.0996912199188955 1.0049271960160684 0.48546220874413837 1.0536300251842479 0.51587000815197859 0.14836022257804882 0.95687541260849673 0.8046649843454361 0.56747539853677142 0.66740337829105545 0.40855583944357921 0.17496740818023671 0.53522527415771026 0.2849098709411918 0.5894154311972668 0.68657273461575308 1.5820760866627095 0.8638578315731138 1.1387380900559945 5.5354964034631848 1.192973192897625
leaf_count=485 136 229 18 71 183 746 46 2 34 371 245 36 78 10 1 26 17 27 32 7 2 54 14 122 28 195 37 61 544 53
internal_value=0 0.00014507 0.000339778 0.000455302 -0.000330776 -0.00027647 -0.000384863 -0.001006 -0.000286315 -0.000233834 -0.000332665 -0.000248736 -0.00060511 -1.81409e-05 8.29567e-05 0.000482279 6.94146e-05 -0.000267056 0.000637263 0.000707287 0.000806335 0.000892936 0.000997453 -0.000427726 -0.000265972 -0.00072506 0.000246417 -0.000138664 0.00106356 -0.000306458
internal_weight=0 16.065 10.9104 9.88791 20.7751 19.5542 15.7938 2.16268 13.6311 13.0251 11.9301 10.9252 4.29206 6.63315 6.14769 2.86683 1.90995 5.15457 7.98141 7.60656 6.93915 6.5306 5.99537 1.39408 3.28087 1.73044 1.55043 2.19237 5.82041 1.90651
internal_count=3910 1187 931 795 2723 2238 2055 748 1307 1261 1227 982 510 472 436 175 149 256 671 653 621 614 560 139 261 196 65 139 558 124
is_linear=0
shrinkage=0.00127639


Tree=430
num_leaves=31
num_cat=0
split_feature=1 0 133 3 38 40 47 4 2 3 11 14 52 47 12 0 42 4 31 133 159 43 52 448 403 157 16 52 52 3
split_gain=0.189827 0.264105 0.178146 0.209959 0.299651 0.212374 0.260406 0.23815 0.217736 0.313054 0.418807 0.281565 0.256695 0.267592 0.249699 0.272759 0.263782 0.259441 0.20298 0.227838 0.192659 0.183125 0.179603 0.165906 0.159967 0.173584 0.156471 0.217785 0.211805 0.152443
threshold=0.076710000000000014 -0.084074999999999997 -0.39018999999999998 0.16699000000000003 0.13790500000000003 0.028705000000000001 0.13177500000000003 -0.23071499999999998 1.0000000180025095e-35 0.013395000000000002 0.088630000000000014 0.073890000000000011 -0.010284999999999997 0.096475000000000019 0.097345000000000015 -0.032484999999999993 -0.10770999999999999 0.08734500000000002 -1.0000000180025095e-35 -0.17468499999999998 -0.47434999999999994 -1.0000000180025095e-35 0.12897500000000003 -0.077679999999999985 0.090530000000000013 -1.0000000180025095e-35 -0.50763499999999995 -0.082174999999999984 -0.092084999999999986 -0.5217799999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 23 6 7 21 14 10 11 -10 -11 -14 15 18 -16 -18 -9 -20 -21 -4 -8 -5 25 -3 -1 28 -28 -27
right_child=2 24 3 4 -6 -7 22 8 9 12 -12 -13 13 -15 16 -17 17 -19 19 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.00034293972017127039 -0.0033545863163102563 -0.0035330893883721705 0.0017340115288849095 -0.0023760762524086777 -0.0035740882788383647 0.0027493829827781192 -0.0036000131712734091 0.0027520152226120208 0.0031257909875452442 -0.00086908995787078299 -0.0020631388432165438 -0.0019486216304395558 0.0018837445822539373 -0.0022934474363309346 -0.0037308273650924675 0.0029754180621067369 -0.0006547761587083179 0.0031818251990990568 0.0031721471427796476 0.0029148922022586331 -0.0029341893507151429 -0.0035397866835649655 0.00033032414792207889 0.0035326412777386858 -0.003095128482962819 0.0036438476141428719 -0.003524795067169911 -0.0035536312880501664 0.00085813613872586219 8.7950990832221822e-05
leaf_weight=0.33336371800396492 0.17363398766610671 0.15431499995611453 0.10480056042433716 0.064884879626333714 0.10085478890687227 0.34891835905728008 0.4035448163631371 0.10887998179532021 1.3531912316975647 1.6768070401740263 0.2764757264376384 0.14861629724327929 1.1196558131778145 0.22565629114978936 0.13418040424585342 0.15938282848219465 0.37798790450324282 0.50319967418909073 0.089803290320557339 0.07319372461642748 1.1932162146258716 0.34962870954768455 0.22000858798855916 0.56436179803859055 0.20621206056966901 0.15574139356613237 0.21124540903110756 0.77188654082419916 0.37421525889658247 2.839493667117496
leaf_count=44 69 127 27 3 6 52 37 45 244 100 43 53 93 22 8 57 96 40 7 10 531 169 19 171 104 8 135 784 46 760
internal_value=0 -0.000677379 0.000158428 0.000221986 0.00202582 7.34621e-05 -3.61473e-05 0.000135811 0.000286021 0.000729961 0.00189497 0.00262364 4.44452e-05 0.00118308 -0.000521258 -0.00137215 0.000840082 0.0015361 -0.00184511 -0.00221418 -0.00259613 -0.00232354 -0.00221327 0.00292336 -0.000109134 8.63696e-05 -0.00180524 -0.00233284 -0.000723309 0.000272845
internal_weight=0 5.04647 9.77088 9.59725 0.730101 8.86715 8.51823 7.89468 7.44025 4.8004 1.77828 1.50181 3.02212 1.34531 2.63984 1.62448 1.01537 0.881188 1.46509 1.35621 1.26641 0.454429 0.623553 0.629247 3.35576 3.14955 1.69071 1.35735 0.585461 2.99524
internal_count=3910 2008 1902 1833 180 1653 1601 1545 1349 555 340 297 215 115 794 650 144 136 593 548 541 196 56 174 999 895 1009 965 181 768
is_linear=0
shrinkage=0.00349947


Tree=431
num_leaves=31
num_cat=0
split_feature=39 13 457 3 403 51 1 12 484 1456 49 1213 52 52 12 12 43 1212 42 15 0 4 52 38 52 4 159 1348 52 122
split_gain=0.742627 0.673569 0.657007 0.669225 0.566561 0.500682 0.444545 0.415548 0.403906 0.382312 0.400751 0.354437 0.383411 0.486878 0.362947 0.532793 0.422355 0.42442 0.347202 0.353379 0.578228 0.338865 0.367 0.33319 0.331423 0.329995 0.319632 0.319381 0.482092 0.2872
threshold=0.005105000000000001 -0.23438999999999996 0.081330000000000013 -0.100615 -1.0000000180025095e-35 -0.40274499999999996 0.092550000000000007 -0.099039999999999975 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010424999999999999 -1.0000000180025095e-35 -0.42985499999999993 -0.18817999999999999 0.086935000000000012 0.086865000000000012 -0.16369999999999998 -0.50114499999999984 0.092145000000000019 0.079360000000000014 -0.055084999999999988 -0.48072499999999996 0.12436000000000001 0.13219500000000003 0.11588000000000002 -0.57869499999999985 -0.52106999999999992 0.090260000000000021 -0.11051499999999999 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 -2 7 -7 -3 -6 -11 -12 -13 -14 15 -15 -16 -18 19 21 -21 25 -23 29 -1 -10 -19 28 -4 -8
right_child=5 2 27 4 9 6 23 -9 18 10 11 12 13 14 16 -17 17 26 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069069533179161899 -0.0014152497938745431 -0.0013938733896532306 -0.0014492477655249868 -0.0013674187194540111 -0.0013886719874938312 -0.0014148474063085824 0.0010912596308557481 0.00033545610772673317 0.0015363375921893456 -0.0009223520815907052 -0.0013812752768029668 -0.0013838215449803529 0.0009568678636971646 -0.00014559251310759165 0.00053260973913677237 0.0016885558917012534 0.0015879922605172539 0.0011063592082327179 -0.00056514271167183803 -0.0012203405507471615 0.0010954235056727496 0.00087438741101488339 -0.00068330711842646283 -0.0011845456733275248 -0.00079109707126605202 -0.001405784820169927 -0.0012487349366231948 0.0014366695720006597 0.00026420246956827614 -0.00036609568193215239
leaf_weight=2.0266395009821347 0.26900491467677046 0.3592569893808103 0.34243999561294991 1.4400152902235408 0.77865370211658103 0.35589708143379539 2.3688035155646512 0.90614884451497235 0.095245234668254852 2.1998542826331784 0.51247667093412808 0.49280967499362738 0.70103190472582788 4.9153044868725688 0.44572113826871573 0.31764318456407625 0.11726480722427934 0.11569676647196248 1.1187176388921214 0.61113730154465884 0.30425004335120309 2.4055155318928989 0.32322930471855205 0.14755286229774345 0.33076525485375885 0.29200187470996741 1.7611148969444723 0.37126417935360212 3.2006920840940429 0.28544329293072213
leaf_count=138 20 65 36 778 271 35 336 50 1 206 231 154 44 375 16 4 1 14 69 100 7 139 27 6 32 77 472 24 170 12
internal_value=0 -0.000216259 -0.000287225 -0.00039118 -0.000552655 0.000398218 0.00051826 -0.00015813 1.32171e-05 -0.000457711 -0.000395106 -0.000271441 -0.000207294 -0.000138054 -0.000238093 -3.42586e-05 -0.000675282 -0.000945274 0.000111372 0.000299106 -0.000450643 0.000519361 0.000689873 0.000822934 0.000482786 -0.000682156 -0.00110355 0.00022551 9.85993e-05 0.000934533
internal_weight=0 25.5787 23.2213 19.3069 13.7976 4.33285 4.06385 1.26205 5.50935 12.3576 11.5789 9.37906 8.86659 8.37378 7.67275 5.23295 2.4398 1.99408 5.1501 4.03138 0.915387 3.11599 2.72874 2.8018 2.3574 0.387247 1.87681 3.9144 3.54313 2.65425
internal_count=3910 3451 3281 3051 2566 459 439 85 485 1788 1517 1311 1080 926 882 379 503 487 420 351 107 244 166 354 170 78 486 230 206 348
is_linear=0
shrinkage=0.00137255


Tree=432
num_leaves=31
num_cat=0
split_feature=1456 42 39 1365 16 42 40 151 1429 133 1373 14 48 51 50 15 158 15 48 1374 52 0 52 13 159 3 150 150 131 1373
split_gain=0.185551 0.196341 0.257748 0.262501 0.244345 0.230766 0.184148 0.183577 0.176123 0.182253 0.170354 0.168437 0.17578 0.333876 0.282456 0.254919 0.304132 0.179045 0.218471 0.246315 0.221673 0.189351 0.244993 0.246224 0.242267 0.214502 0.213204 0.204878 0.249007 0.194476
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085060000000000011 1.0000000180025095e-35 0.28937500000000005 -0.082904999999999993 0.34489500000000001 -0.035524999999999994 -1.0000000180025095e-35 0.10681500000000001 0.11103 0.078275000000000025 0.12649500000000002 0.12900500000000004 0.10625000000000001 -0.24219999999999997 0.085745000000000002 -0.19153499999999998 0.093225000000000016 -0.094679999999999986 -0.42985499999999993 -0.230625 0.11588000000000002 -0.094679999999999986 -0.28644999999999993 -0.15464999999999998 0.088040000000000021 0.082085000000000019 0.097135000000000013 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=7 5 3 8 6 -2 -4 -1 -3 10 11 12 14 -14 15 -10 17 -17 19 -19 -21 -22 23 -23 -24 -25 27 28 29 -27
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18 18 -20 20 21 22 24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00072178901039818906 -0.00028360828797298462 -0.0024267579996433402 0.0026370618069252146 -0.0029587962483569197 -0.0030869413444815424 -0.0025351281598145004 -0.0032871167868183115 -0.0032471294122717706 0.0031129611387658031 -0.0020589268430975406 -0.0032768705345501701 -0.0019868980591701449 -0.0033212349008678484 0.0012013944885666287 -0.0023649040769445151 -0.0023609433893340285 -0.0032726163320468808 -0.0030076333629202282 0.0020094507650935075 -0.0032389104449286822 0.0028694607120500794 0.001874093337297306 0.0023958672783933538 0.0026421399737087746 -0.0027724162027039749 -0.00061299285986329474 -0.0023996243980037939 0.0025813661596107312 0.0032995393320013689 0.0034427890133912767
leaf_weight=0.17967016859620344 1.8261636515162538 0.28349669979069503 0.82811383334046773 0.30448588376748453 0.099046937742969021 0.63711951719596882 0.058273369446396828 0.36980390600365254 0.40426207950803483 0.37348895178001917 0.14119197317631993 0.3259869132452885 0.36191313559538763 0.31834610505029559 0.34291975665110008 0.20623858924226635 0.21677782048936922 0.2070603682368376 1.0927641562157075 0.15463870066741048 0.37907727528362389 1.4099486844788676 0.12261456031410489 0.35578535686362389 0.40479039382626059 2.0286026180184091 0.3414311178785282 0.35535295725276217 0.21087214141152788 0.13056669710203994
leaf_count=41 542 152 316 65 18 475 4 328 109 299 17 63 35 28 164 17 90 44 124 111 40 155 24 33 120 384 78 21 10 3
internal_value=0 -4.09148e-05 0.000136455 -1.17428e-05 0.00171141 -0.000865956 0.00224759 -0.00194935 7.65071e-05 0.000148302 0.000234977 0.000287895 0.00036989 -0.00120475 0.000497962 0.000620361 0.000488061 0.000598231 0.000683071 0.00044549 0.000566808 0.000669353 0.000513753 0.000741258 -0.00157086 0.000274586 -7.65442e-08 0.000300533 -4.14442e-05 -0.000367736
internal_weight=0 13.9213 11.458 10.4726 0.985434 2.46328 0.886387 0.549474 10.1681 9.88463 9.51114 9.36995 9.04396 0.680259 8.3637 8.02078 7.61652 7.39974 7.19351 6.10074 5.89368 5.73904 5.35996 4.83256 0.527405 3.42261 3.06683 2.72539 2.37004 2.15917
internal_count=3910 3541 2524 2186 338 1017 320 369 2121 1969 1670 1653 1590 63 1527 1363 1254 1164 1147 1023 979 868 828 684 144 529 496 418 397 387
is_linear=0
shrinkage=0.00322116


Tree=433
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 2 15 47 48 44 51 403 52 1374 0 128 0 52 52 43 16 16 13 132 42 457 3 4 484 1 160
split_gain=0.650468 0.451938 0.419086 0.43132 0.380149 0.403372 0.514237 0.625773 0.619026 0.412287 0.361763 0.403516 0.369338 0.555954 0.355065 0.330695 0.477409 0.485638 0.400338 0.351245 0.338253 0.311607 0.300328 0.364224 0.29202 0.397182 0.413551 0.302897 0.283065 0.274248
threshold=0.094485000000000013 -0.0043499999999999988 -0.42985499999999993 0.091520000000000018 0.14808000000000002 0.035895000000000003 0.093315000000000023 0.12862000000000004 0.086480000000000015 0.13605000000000003 -1.0000000180025095e-35 -0.080899999999999986 -0.094679999999999986 -0.23029999999999998 0.086435000000000012 -0.077944999999999987 0.086950000000000013 0.048490000000000012 -0.078454999999999983 -0.27337499999999998 -0.50909499999999996 -0.079119999999999982 0.080815000000000012 -0.089024999999999979 0.084715000000000013 -0.078884999999999997 -0.076854999999999993 0.087055000000000007 0.10786000000000001 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 -1 -2 4 5 6 7 8 9 14 11 -3 -12 -14 -4 16 17 20 22 -20 -15 -7 23 -17 25 -22 -27 -28 -8 -26
right_child=2 10 3 -5 -6 21 28 -9 -10 -11 12 -13 13 15 -16 18 -18 -19 19 -21 24 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=-0.0017951750036574682 -0.0019337536397903035 8.0686387627584076e-05 0.0014060747448902029 -0.0019513426038100376 0.0016736675911877218 0.001028254199505292 -0.0012280645641172014 -0.0012236688025578737 -0.0019870080872080647 -0.0015026115033523082 -0.0020628366645183719 -0.0018829985770895067 0.0013708831451489556 0.0013029485331349374 -0.0011899800821972575 -0.001992975398386517 -0.0018882305152195661 0.00084609542081506047 0.0011650128268652987 -0.00081742629488842195 -0.0018632770596278703 -0.0011905758410107809 0.0017882710773964383 0.00064493978122892516 -0.0010245357010218639 0.0011601228701289376 -0.0014169698051742612 0.00076169249568630831 0.00011541595015802614 0.0011647818305943363
leaf_weight=0.81150639371480693 0.32529180590063234 0.61341628796071734 4.0906647772062517 0.31087196856970045 0.74202459596563208 0.29796767333755259 0.76063110248651389 0.52258344460278738 0.24440103536471713 0.20593092619674269 0.38054354017367131 1.0475839009450272 0.83738243894185593 0.31565026333555124 0.20451462827622879 0.22741086082533013 0.84091460061608803 1.0452909074665511 0.40788633143529329 1.7398086546454692 1.2758534965687385 1.0900051749485999 0.67985056259203691 1.2981082520564087 0.37011437909677614 0.43912724161054928 1.1504289091972215 0.29678788618184615 2.4388677867827937 0.49371206574141979
leaf_count=485 143 78 479 34 136 17 56 12 10 14 46 708 34 15 13 48 324 84 15 228 328 142 31 81 27 15 145 10 131 21
internal_value=0 -0.000401668 0.000216861 0.000280993 0.000346477 0.000246553 0.000404042 0.000773312 0.000993223 0.00115504 -0.000317652 -0.0011578 -0.000199379 -0.000137275 0.00128246 -0.000256632 -0.000540821 -0.000330488 0.000149955 -0.000440925 -0.000613759 -0.000714241 0.000725382 0.000251703 -0.000764034 -0.00103469 -0.000474262 -0.000970181 -0.000203976 0.000226749
internal_weight=0 14.2714 11.2338 10.9085 10.5976 9.85557 8.46759 5.26809 4.74551 4.50111 13.4599 1.661 11.7989 11.4183 4.29518 10.5809 6.22788 5.38697 4.35306 2.14769 4.34167 1.38797 2.20537 1.52552 4.02602 3.1622 1.88634 1.44722 3.1995 0.863826
internal_count=3910 2723 1187 1044 1010 874 715 528 516 506 2238 786 1452 1406 492 1372 969 645 403 243 561 159 160 129 546 498 170 155 187 48
is_linear=0
shrinkage=0.00192278


Tree=434
num_leaves=31
num_cat=0
split_feature=1213 475 160 482 15 474 133 52 403 1374 158 1365 1 151 48 16 403 43 52 49 13 42 0 4 42 51 1374 150 9 156
split_gain=0.186169 0.205132 0.184467 0.192603 0.192247 0.19649 0.178907 0.213305 0.189892 0.182939 0.183239 0.170951 0.170183 0.238585 0.232329 0.196733 0.182076 0.16929 0.162217 0.170262 0.168869 0.163148 0.155721 0.151086 0.18627 0.150872 0.14256 0.240004 0.234292 0.220066
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40446999999999994 0.099580000000000016 -0.26361999999999991 -1.0000000180025095e-35 -0.26719999999999994 -0.51745999999999992 -0.084084999999999979 0.098580000000000015 0.11034000000000001 1.0000000180025095e-35 0.085835000000000009 -0.083919999999999981 0.086870000000000017 0.0015250000000000001 0.090530000000000013 -0.4045149999999999 -0.11271999999999999 -0.0092149999999999992 0.083175000000000013 -0.09547499999999999 0.15480500000000005 0.15045000000000003 -0.088669999999999985 0.11024000000000002 -0.095439999999999983 0.077110000000000012 0.084755000000000011 0.096585000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 22 10 11 12 13 -10 16 -16 18 -14 -15 20 -20 -21 -9 24 -23 -7 -19 28 29 -28
right_child=2 -3 3 -5 6 25 7 8 9 -11 -12 -13 17 14 15 -17 -18 26 19 21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033219595308120746 -0.002194724137275326 -0.0027200850053414141 -0.0035538579594974274 -0.0030691823282291823 -0.0026342040418013213 0.0027089319442861657 -0.0032724356921159737 -0.0030730537725911925 -0.0024408575079987258 -0.0030715033509231137 -0.0029179400633269309 -0.0022005217914110153 -0.0022998223915463452 -0.0025107358263764491 -0.0010650208183599376 0.0030342822206332175 -0.003322154964281085 -0.00065928350837068657 -0.003299382078287282 -0.0033325681342217255 0.0014249663107636628 0.0032530761127090705 0.0034228480574695543 0.0026540961695925899 2.2297812325431273e-05 -0.00042606329252171645 0.00097580243608829287 0.0022111265456839294 -0.0025204953856589017 -0.0028227708029949202
leaf_weight=0.0682364571839571 0.40807780532486404 0.48186390454065886 0.075498893857002258 0.20965318132221078 0.2741559926071141 0.65731684396450596 0.2042807048928762 0.31138153599021023 0.42940457411895039 0.18277610385848753 0.19462745626515321 0.28875744847027895 0.19212899159174401 0.26019401945085574 0.17035671550547693 0.46299615415045992 0.1896142238183528 0.62296763417543832 0.26604494704223869 0.11572252469340316 0.11538864974863827 0.2091550235636469 0.044918235391378403 0.33948678174056102 2.0543218217281387 0.21726700442377478 3.3642695805610865 1.2859414745034881 0.2426320802187546 0.17045523821434461
leaf_count=4 273 588 1 132 191 268 239 421 164 36 111 66 23 93 50 27 68 30 63 34 4 11 1 11 284 17 400 230 46 24
internal_value=0 -0.00197061 -3.5148e-05 3.18604e-05 8.20954e-05 0.00149434 -2.97917e-05 3.11424e-05 8.97566e-05 0.000164607 0.000218503 0.000275131 0.000343271 -0.000125669 0.00011198 0.00193167 -0.000212676 0.000711241 -3.72156e-05 0.000170388 -0.0018702 0.000456684 -0.00225412 0.000625147 0.000320836 0.00193013 0.00081298 0.000994121 0.000579811 0.000792624
internal_weight=0 0.5501 13.5598 13.1517 12.9421 0.950083 11.992 11.7178 11.5135 11.1572 10.9745 10.7798 10.4911 4.61269 4.18328 0.633353 3.54993 5.87839 3.36031 3.10012 0.381434 2.71869 0.3563 2.60296 2.26348 0.874584 5.68627 5.0633 3.77736 3.53472
internal_count=3910 592 3318 3045 2913 286 2627 2436 2197 1775 1739 1628 1562 809 645 77 568 753 500 407 67 340 422 306 295 285 730 700 470 424
is_linear=0
shrinkage=0.00326149


Tree=435
num_leaves=31
num_cat=0
split_feature=401 1456 133 52 1 0 453 133 2 3 11 31 14 133 2 151 12 0 42 10 159 42 1212 13 4 16 3 13 4 43
split_gain=0.167753 0.17132 0.170907 0.210028 0.166529 0.280777 0.178942 0.169322 0.176285 0.306011 0.368791 0.207324 0.200168 0.163422 0.200387 0.163374 0.160159 0.341164 0.209788 0.165596 0.16615 0.154323 0.149161 0.1503 0.18236 0.172815 0.146596 0.145972 0.145205 0.141935
threshold=0.10072000000000002 -1.0000000180025095e-35 -0.26719999999999994 -0.51745999999999992 1.0000000180025095e-35 -0.084074999999999997 0.096095000000000014 -0.15498499999999996 1.0000000180025095e-35 0.082730000000000012 0.080455000000000013 -1.0000000180025095e-35 0.073890000000000011 0.084285000000000013 1.0000000180025095e-35 -0.035524999999999994 0.097345000000000015 -0.017269999999999997 -0.10770999999999999 0.08302000000000001 -0.46940999999999994 0.10269500000000001 1.0000000180025095e-35 0.17936000000000002 -0.51381999999999983 0.23932500000000004 -0.083604999999999985 -0.083514999999999992 0.26048500000000002 -0.18906999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 13 7 -6 11 10 12 -9 -10 14 -5 -1 17 19 -18 20 -13 -20 23 24 -7 -25 -15 -28 -22 -26
right_child=-2 2 3 4 6 22 -8 8 9 -11 -12 16 -14 26 -16 -17 18 -19 21 -21 28 -23 -24 25 29 -27 27 -29 -30 -31
leaf_value=0.00065937404239972393 -0.0032652785640005844 -0.0025454484494179491 -0.0035348896331543001 0.0037213104985386195 0.0034343228348094504 -0.0036429486709021672 -0.0026365982139582083 0.0036075160063944725 0.0032753413921143993 0.00016490219069919808 -0.00080545830892467349 0.003420754189815745 -0.0015370700149363312 -0.0035379059362677569 -0.0035736770424244142 -0.0035475220902773763 -0.0037347032366017155 0.0033333274677755497 0.0019184957954236346 0.0034078492877173288 -0.0032888735757708354 -0.0017445943207196144 -0.0035498911237125596 -0.0033748760368457354 0.0032127742687112796 0.001250300693141857 0.0011156571124276472 -0.0035402795901795735 -8.0247549658922076e-05 0.00058852812258224595
leaf_weight=0.17594195574929472 0.20626032799918981 0.31570274638943097 0.19646389645640461 0.050628568977117316 0.2400063249078731 0.11349271086510349 0.22909548360621546 0.1552031646278923 1.2596298413700422 3.3110220584785566 0.45058815590164147 0.059110639675055032 0.11720608113682818 0.16156819772004383 0.60445313576929038 0.32808444058173059 0.12630597030511126 0.16828971795621939 0.66434803676384024 0.065982585918391012 0.86898022045352241 0.1817111928248778 0.12618288376688713 0.25705444207414974 0.29441119724651921 0.16426997669623233 0.45956222860695561 0.10210121133422945 0.21909732362837531 1.9444403660527352
leaf_count=40 194 230 233 1 37 10 32 99 259 353 75 6 23 196 392 328 9 40 88 19 378 36 127 43 14 10 90 62 19 467
internal_value=0 -6.44457e-05 1.42248e-05 7.84042e-05 0.000135677 -0.000426671 0.000432085 0.000521216 0.000429792 0.000803478 0.00196048 -0.000335509 0.00286567 -0.00173551 -0.00300988 -0.00207901 -0.000595499 -0.00136632 0.000499628 -0.00201825 -0.00233035 0.00113176 0.000195428 0.000365814 0.000712815 -0.00157157 -0.000581233 0.000269284 -0.00264278 0.000933619
internal_weight=0 13.4109 12.9069 12.5912 12.3947 4.27816 8.11658 7.88748 7.64747 5.13845 1.82742 2.50903 1.37684 1.37831 0.655082 0.504026 2.35383 1.38146 0.972365 1.21317 1.14719 0.846059 2.89985 2.77367 2.35234 0.421324 0.723232 0.561663 1.08808 2.23885
internal_count=3910 3716 3348 3118 2885 1412 1473 1441 1404 710 357 694 282 741 393 368 595 462 133 422 403 124 671 544 491 53 348 152 397 481
is_linear=0
shrinkage=0.00352226


Tree=436
num_leaves=31
num_cat=0
split_feature=1 52 47 15 52 48 484 3 3 403 15 1 0 48 52 9 3 12 43 39 3 133 16 11 150 159 49 133 0 15
split_gain=1.15763 0.699688 0.644683 0.828906 0.683033 0.714774 0.59576 0.587551 0.542191 0.530459 0.518231 0.448938 0.474365 0.410863 0.404034 0.519083 0.479114 0.581876 0.677933 0.432831 0.359468 0.355183 0.347826 0.311566 0.310049 0.343596 0.473978 0.422124 0.303973 0.397757
threshold=0.094485000000000013 -0.42985499999999993 0.096300000000000011 0.024640000000000006 0.12539500000000003 0.12862000000000004 -0.0043499999999999988 -0.115685 0.084925000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10956 -0.10303999999999998 0.086870000000000017 0.086950000000000013 0.083710000000000021 -0.089974999999999986 0.088590000000000016 -0.14839499999999997 0.091635000000000008 -0.077894999999999978 -0.090054999999999982 0.0015250000000000001 0.10760000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093425000000000022 -1.0000000180025095e-35 -0.060094999999999989 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 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 23 -1 28 9 -9 13 -5 -13 -11 15 16 -12 21 -19 -16 -6 -18 -15 -3 -4 -26 27 -27 29 -8
right_child=1 2 24 11 20 -7 7 8 -10 10 14 12 -14 22 19 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012554777288161379 -0.001337711610306143 0.0010107873659012305 -0.001104725232127717 -0.0010692056108376259 -0.001322852051045589 -0.00063701099749988795 0.0002421368760845895 -0.0012353331014109447 4.5246525423138876e-05 -0.001159752135965462 -0.00090980619879167863 0.001183138311370452 -0.00050447015611860505 -0.00099988912355650672 -0.0010834335256136301 -0.0013460988057865915 -0.00023394868755275571 0.0011013227063307667 -0.0013569084932902773 0.0013402482288773995 0.00021361159254191359 0.0011660215288650006 0.00048588151995705839 -0.00056756880703159927 -0.00095077058946997487 -0.0011348616292820297 0.0011329869589299635 0.00018366258623867703 0.00053357255873003333 -0.0013543681709151604
leaf_weight=1.1364679342659645 0.51476869202451681 5.4896136628231016 0.57578991027548898 0.83680938003817606 0.38955297938082367 0.54911215044558037 0.81899608217645459 1.6506115609954584 3.7195630210917434 2.152918555453653 0.52499886159785125 0.50060879741795361 0.70718432322610147 0.49665289744734742 1.0921719573962034 0.40090001584030677 0.40300569671671826 0.31380177079699989 0.53237017244100504 0.14713816624134768 0.85856647638138361 1.5285445348708897 0.62778188940137625 0.22928719571791578 0.62064621178433332 0.57295101822819683 0.65171720646321762 1.6808804839383795 2.1446828984189805 0.41317708458518609
leaf_count=485 143 545 26 107 31 12 55 746 129 516 58 19 57 85 258 36 39 4 91 4 42 47 42 9 60 29 41 66 61 67
internal_value=0 0.00018056 0.000237764 0.000426515 0.000630242 0.000808694 -0.000325626 -0.000263345 -0.000386398 -0.00054905 -0.000411246 -0.000322403 0.000195014 -0.000820303 -0.000140026 7.93694e-05 0.0002524 0.00047206 -0.000445277 -0.00079568 -0.000265937 0.000873927 -0.00017037 0.000947507 -0.00020217 -5.47929e-05 0.000136594 -0.000151522 0.00023189 -0.000293209
internal_weight=0 14.1775 13.6627 9.56073 7.51613 6.26801 18.1038 16.9673 13.5905 9.8709 8.22028 2.0446 1.20779 3.27735 4.94293 3.70362 3.30272 2.77772 0.846172 1.23931 1.24812 1.93155 1.12443 5.7189 4.10198 3.52619 2.90555 2.25383 3.37686 1.23217
internal_count=3910 1187 1044 822 639 566 2723 2238 2055 1926 1180 183 76 643 537 275 239 181 95 262 73 86 127 554 222 196 136 95 183 122
is_linear=0
shrinkage=0.00132658


Tree=437
num_leaves=31
num_cat=0
split_feature=1213 484 150 160 1 375 11 147 130 150 1 130 130 1 43 51 131 42 49 42 151 48 475 39 4 0 156 51 49 13
split_gain=0.163472 0.173347 0.24444 0.183598 0.173357 0.18842 0.186734 0.193494 0.194225 0.203824 0.201035 0.186704 0.194966 0.184084 0.176114 0.206089 0.201485 0.195912 0.206405 0.243984 0.210342 0.173602 0.171636 0.170633 0.159046 0.172864 0.151131 0.171721 0.14376 0.143685
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.097030000000000019 -0.40446999999999994 0.12811000000000003 -0.40343999999999997 0.088315000000000018 -1.0000000180025095e-35 -0.088449999999999987 0.15024000000000001 0.10420500000000001 -0.08075499999999998 -0.0015749999999999998 0.12446500000000001 -0.15648499999999999 -0.10145999999999998 0.089915000000000009 0.093785000000000021 -0.085974999999999982 -1.0000000180025095e-35 0.083140000000000006 -0.088799999999999976 -0.086004999999999984 -1.0000000180025095e-35 -0.51381999999999983 0.14676000000000003 0.10613500000000002 -0.40274499999999996 -0.083359999999999976 0.17936000000000002
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 6 -6 7 -5 -9 10 11 -10 -13 21 29 -16 17 18 20 -20 -17 -12 -1 -23 -21 -26 27 -7 -24 -14
right_child=1 3 -4 4 5 26 -8 8 9 -11 13 12 14 -15 15 16 -18 -19 19 24 -22 23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.002977868298665769 -0.0020486620381176424 -0.0019256154670493342 0.001897723759990137 -0.0029932064243286061 -0.0028512660717697333 -0.00062140975080690098 -0.001654052318414347 -0.0024250549116226596 0.0024114066588213487 -0.0031457281358891502 -0.0015171707725629381 -0.0028292530216121568 0.0022559905330863921 -0.001826448504890491 -0.0029454437678431917 -0.002475570389207541 -0.0026986580055212519 -0.0021680315152957435 -0.0021831880680286161 -0.0030279871936866073 0.00051776660453824262 -0.0023478053320003097 0.0026724704744683137 0.00175610681783652 0.00058543132497652071 0.0029761118963442142 -0.0020743286106605775 0.0023901852151618141 -0.0029449223789081201 -0.00042073778851090665
leaf_weight=0.058236513286828995 0.70283606235898055 0.3857846555110872 0.16694764676503837 0.17083885279133859 0.092724462214391568 0.20136176561936714 0.5510496099013843 0.24457661151244536 0.27307242757522932 0.152048841177021 0.17271959962090555 0.21185541042358114 0.5075650474463983 0.17643828771542747 0.21761686349781673 0.44935871360939206 0.23428046320623241 0.31395941537630268 0.27645888661208307 0.097717737953635697 0.36621268246381078 0.091568160685711386 0.043518607155419886 1.7763775867206266 3.5726467489585887 0.28036314365454007 0.093656196651863755 0.8483144333731607 0.39077436958177614 0.26099969736969797
leaf_count=4 563 272 22 30 6 14 115 84 25 6 22 106 51 29 150 46 142 211 212 9 37 8 4 311 499 20 25 257 584 46
internal_value=0 -2.73069e-05 -0.00129119 6.41525e-05 0.000130135 0.00116811 6.7431e-06 9.96862e-05 0.000154295 0.000221184 0.000276354 3.45684e-05 -6.10341e-05 0.00104651 2.81321e-05 -0.000146372 -3.74247e-05 7.89665e-05 0.000218863 0.000479393 -0.00113148 0.00129491 -0.00174828 0.00155493 0.000665711 0.000759389 0.00149408 0.00181246 -0.00238203 0.00134699
internal_weight=0 12.8894 0.869784 12.0196 11.6338 1.23606 10.3977 9.84668 9.67584 9.43126 9.27921 7.06211 6.78903 2.2171 6.57718 5.80861 5.591 5.35672 5.04276 4.22719 0.815571 2.04067 0.492529 1.86795 3.95073 3.85301 1.14333 1.04968 0.434293 0.768565
internal_count=3910 3318 585 2733 2461 302 2159 2044 2014 1930 1924 1554 1529 370 1423 1326 1176 1034 823 740 83 341 592 319 528 519 296 271 588 97
is_linear=0
shrinkage=0.00293173


Tree=438
num_leaves=31
num_cat=0
split_feature=4 12 13 49 48 11 160 42 132 38 124 14 47 43 0 128 1348 4 4 42 130 130 4 40 13 15 4 52 16 4
split_gain=0.90081 0.770744 0.602739 0.704958 0.565657 0.511972 0.503837 0.500949 0.474868 0.55444 0.558382 0.418791 0.442526 0.411768 0.555605 0.561758 0.476774 0.466489 0.766065 0.440257 0.39517 0.434844 0.380416 0.375997 0.472977 0.465743 0.329499 0.520731 0.433738 0.33045
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 -0.081629999999999994 0.13342000000000001 0.077165000000000025 0.083295000000000022 0.098285000000000011 0.080815000000000012 1.0000000180025095e-35 -0.048219999999999992 -0.46879999999999994 0.096475000000000019 -0.074254999999999988 -0.070894999999999986 0.11581500000000002 0.084895000000000012 -0.084009999999999987 -0.08422499999999998 -1.0000000180025095e-35 -0.083489999999999995 -0.084569999999999992 -0.054534999999999993 -0.061244999999999994 -0.040319999999999995 0.079360000000000014 -0.23071499999999998 0.10701500000000001 -0.011964999999999998 -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 8 5 6 11 -3 7 22 9 10 -1 -2 -13 14 15 17 20 18 -5 -16 21 -15 -4 -12 -25 26 27 -26 -28 -30
right_child=4 2 3 13 -6 -7 -8 -9 -10 -11 23 12 -14 16 19 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=0.00063789623348082191 -0.00027427752977806079 0.00019730260198310936 0.0004945454027874503 -0.00098185514871370521 -0.0011750072048628041 -0.0013680545216225319 0.00093306679974964159 0.0010378203075906735 0.00087910834229391378 -0.0011178916900811023 -0.001066203399416489 0.0011651862307902937 6.9355482001951646e-05 -0.0013656213541455256 -0.0013921008868887342 0.0014897971720957764 0.001171756802929181 -0.0012547418602614239 0.0016879980684365783 0.00032349918461010567 -0.001320992180909456 0.0017257313035480104 -0.0014254194211977217 0.001015886221697105 -0.0013439123544519618 -0.001175866705537171 -0.00015487074017993353 0.0005423538480008865 0.0013541991040614144 0.00019271060779405111
leaf_weight=2.191558789403639 0.79720873024780337 3.5942671032389617 0.25794194824993621 0.60337164986412972 0.3573293457739054 0.42539818817749608 0.84777509048581112 0.32457495993003249 1.0866627999348555 0.82770937436726022 0.70580536115448467 2.1397423390299077 0.97730409703217436 0.16106695507187396 0.3228573878295723 0.18086651689372946 0.16410599334631104 2.4589229076518677 0.28954203426837999 1.7394706494524124 3.2917082434287321 0.17055897414684107 0.69163626310182658 0.70636547915637127 0.76354138168971519 0.7138828596798702 4.0035552331246391 0.40925516979768872 0.71261760476045299 1.1916182099376067
leaf_count=163 55 205 12 148 21 65 27 17 65 58 64 313 37 44 54 6 10 708 2 121 1285 1 54 63 70 49 124 14 21 34
internal_value=0 -0.000213863 -0.000418135 -0.000575288 0.000450058 3.1642e-05 0.000127042 -0.000409258 2.43435e-05 -5.16297e-05 2.57996e-05 0.000598408 0.000821605 -0.000734126 -0.000501564 -0.000826431 -0.00107768 -0.000951416 -0.000116111 5.4922e-05 -0.00117956 0.000224296 -0.000903883 -0.000119905 -4.13354e-05 -0.000137145 -3.24184e-05 -0.000685687 9.72665e-05 0.000627372
internal_weight=0 28.8366 15.5241 11.5044 4.27158 4.01967 2.12193 1.27415 13.3126 12.2259 11.3982 3.91426 3.11705 9.38247 5.59503 3.5327 3.78744 3.35184 0.892914 2.06233 3.62333 0.331626 0.949578 9.20664 8.50084 7.79447 7.08059 1.1728 5.90779 1.90424
internal_count=3910 3484 2759 2489 426 270 110 83 725 660 602 405 350 2379 1039 864 1340 858 150 175 1330 45 66 439 375 312 263 84 179 55
is_linear=0
shrinkage=0.00134927


Tree=439
num_leaves=31
num_cat=0
split_feature=4 48 12 3 151 14 453 132 1348 2 13 52 39 1 15 1 0 52 51 48 457 457 48 15 1 47 3 1 1 1375
split_gain=1.07676 0.591346 0.5637 0.581667 0.504728 0.470542 0.50209 0.410258 0.330035 0.329016 0.304375 0.525707 0.299322 0.288226 0.282105 0.258541 0.237484 0.35476 0.231944 0.24069 0.226067 0.410894 0.226133 0.221197 0.215891 0.391234 0.746219 0.257746 0.257229 0.296756
threshold=0.28937500000000005 0.11930500000000001 0.080120000000000011 0.097615000000000021 -0.086769999999999986 -0.46879999999999994 1.0000000180025095e-35 0.080815000000000012 0.084620000000000015 0.092340000000000019 -0.080649999999999986 -0.016329999999999997 0.14706500000000003 0.086430000000000021 0.035895000000000003 0.077800000000000022 -0.13506999999999997 -0.023079999999999996 0.13881000000000002 0.11379500000000002 0.084715000000000013 0.090920000000000015 -0.36174999999999996 -0.099824999999999983 0.094695000000000015 0.093315000000000023 0.12046500000000002 0.14071500000000001 0.090905000000000014 -0.012944999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 4 12 9 16 18 8 10 23 11 15 20 -9 24 -6 -2 -18 19 -7 22 -22 -4 -1 28 26 -26 -27 29 -12
right_child=1 -3 3 -5 7 6 -8 13 -10 -11 14 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0010744980631607151 -0.0019239241874415911 -0.0010923219955045144 0.0018164179078737589 0.000301043139843358 -0.00074670905400490615 0.0016944329144379842 -0.0013467793364443377 -0.0003074330906425414 0.00096584710241923893 0.0015389385537691058 0.00052061325266336393 -0.00071626376357324952 0.0016832847307884527 0.0017003776706874191 -0.0014831504511702539 0.0016748448002298114 0.0016917910139730239 -0.0012255580541652223 -0.00072117834822756207 0.00010383392826350952 0.00069634328945273531 -0.0013693174173851452 -0.0010777162678455401 0.00067513717467882373 0.0011601317086456448 -0.0015870590479214388 -0.0013371452895953049 -2.6360429129831372e-05 -0.0017674391795470918 -0.00090256270079427459
leaf_weight=0.37172062136232853 0.23768120445311069 0.69073596294037987 0.075471803545950844 1.0650638593360771 0.16011313349008549 1.5430646469467317 0.22857586015015829 0.42693888879148367 0.35597744514234442 0.5534376265713945 0.47252237191423185 1.237815161002797 0.11657405504956919 0.37165956944227219 1.4151336698560042 0.52197989798150957 0.21552189165959135 0.25045078527182418 0.15178556251339603 0.31904662132728834 0.57500168832484699 0.50059632258489728 12.754651458060829 0.43673866166500264 0.94988706579897575 0.76427293103188254 0.51163766905665398 0.47798167821019888 0.77871469384990621 2.9440577853820384
leaf_count=14 4 38 1 33 7 305 8 25 24 47 13 70 17 39 67 65 37 14 5 15 35 67 2579 33 72 44 6 12 31 183
internal_value=0 0.00029595 -0.00066856 -0.000886638 -0.000410516 0.000621439 0.000994635 -0.000525211 -0.000612098 0.000548611 -0.000666984 -6.87141e-05 -0.000976848 0.000626982 -0.000805136 0.00110641 -0.000567899 0.000123776 0.00126038 0.00142191 -0.000999149 -0.00026504 -0.00106069 -0.000129326 -0.000666062 -0.000298725 0.000285907 -0.00098655 -0.000902803 -0.000705734
internal_weight=0 3.63686 27.8379 15.0874 12.7506 2.94613 2.24247 11.3887 10.5901 1.3619 10.2341 1.91991 14.0223 0.798598 8.31421 0.682093 0.703654 0.465973 2.0139 1.86211 13.9057 1.0756 12.8301 0.808459 6.89907 2.70378 1.46152 1.24225 4.19529 3.41658
internal_count=3910 426 3484 2732 752 388 333 658 594 94 570 142 2699 64 428 72 55 51 325 320 2682 102 2580 47 361 134 78 56 227 196
is_linear=0
shrinkage=0.00166705


Tree=440
num_leaves=31
num_cat=0
split_feature=4 12 3 48 151 132 403 160 52 43 43 15 42 0 12 160 14 2 12 133 1348 13 52 15 456 47 47 475 457 49
split_gain=1.18187 0.872062 0.831962 0.679263 0.551059 0.504515 0.458642 0.692141 0.642914 0.604112 0.595674 0.582361 0.628754 0.574225 0.544997 0.44202 0.423945 0.423065 0.466709 0.413192 0.402678 0.448749 0.431983 0.41422 0.401909 0.394309 0.393837 0.360372 0.380548 0.354226
threshold=0.28937500000000005 0.080120000000000011 0.097615000000000021 0.12933000000000003 -0.086769999999999986 0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073684999999999987 -0.079109999999999986 0.041585000000000004 0.08401500000000002 -0.032484999999999993 0.088375000000000023 0.085545000000000024 -0.46879999999999994 0.084925000000000014 0.088325000000000015 0.10599500000000002 0.084620000000000015 -0.080649999999999986 -0.0093349999999999978 0.079360000000000014 -0.067339999999999983 0.096475000000000019 0.10247000000000002 -0.086424999999999988 0.08351500000000002 -0.080034999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 16 -1 20 27 13 -9 10 11 29 19 -8 15 17 -2 18 -11 -13 21 22 -6 -23 -16 -18 -24 -3 -29 -10
right_child=3 2 -4 -5 5 -7 7 8 9 14 -12 12 -14 -15 24 -17 25 -19 -20 -21 -22 23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00066226168937094404 -0.00020231831027906681 0.0011315420452530321 0.00051977168549819058 -0.00099765414705010056 0.00089691841228381442 0.00076031404864923731 -0.0012288934037926844 -0.001278232755374096 0.00051987558454401415 -0.0012853447638037961 0.0010471904766358132 -0.0013418691278975052 0.00099592178072815929 0.00019867343402727475 0.0014452564454340907 -0.0013128226986122487 0.0011113376644556882 0.00079880005286393459 0.0014945326944416091 0.0007467672668442603 0.00097502037844115835 -0.00026107622038486352 -0.00067674519868021613 -0.0012603910199098145 -0.0010767457852549785 0.0001457232492314827 0.00088418745573268557 -0.0012799932603487143 0.00056008227729154036 -0.00084232935848316389
leaf_weight=1.7851197567069892 0.7912465214030816 0.11986321047879789 1.3713397455867369 0.45773892337456334 1.0295647177845242 1.0309552105609316 2.3584059941349556 0.88450336508685801 0.38686849188525219 0.40229168179211716 0.97636354621499677 0.40638362913159642 1.1784261203720232 0.56164277711650434 0.10717654228210305 0.33741721126716573 2.3496521364431824 0.95834641624242067 0.1282171905040741 0.24406237946823239 0.47790169226937074 8.2058418447850272 0.8769714852096484 0.72692388284485865 2.0007217749371211 0.9585576276294886 0.37002083985134959 2.1378460458363437 0.1976715342607348 1.4946648808545435
leaf_count=94 55 6 33 24 74 64 669 286 18 80 39 49 55 34 1 17 312 56 1 12 24 379 51 49 371 35 17 844 16 145
internal_value=0 -0.000224061 -0.000425892 0.000468313 2.10908e-06 -9.05497e-05 -0.00051304 -0.000414019 -0.000248042 -0.000142345 0.000165386 -6.66537e-05 0.000443205 -0.000954315 -0.000508944 -1.58822e-06 0.000632 0.000295575 -0.000613484 -0.000558164 -0.000165606 -0.000214236 0.000288645 -0.000342398 -0.000948514 0.00083155 -0.000213569 -0.00101413 -0.00112425 -0.000562242
internal_weight=0 30.7555 16.2522 4.5572 14.5033 12.7182 14.8809 12.4255 9.50544 8.62094 4.68677 3.71041 1.82887 2.92005 3.93417 1.82627 4.09946 1.48886 0.530509 0.650446 11.6872 11.2093 2.27656 8.93277 2.1079 3.30821 1.24699 2.45538 2.33552 1.88153
internal_count=3910 3484 2732 426 752 658 2699 1833 1130 844 318 279 116 703 526 154 402 137 81 61 594 570 142 428 372 347 68 866 860 163
is_linear=0
shrinkage=0.00126882


Tree=441
num_leaves=31
num_cat=0
split_feature=4 11 151 403 484 160 484 1213 151 52 3 1373 133 133 151 448 1 0 13 15 124 1375 2 52 133 150 1 52 159 0
split_gain=0.567661 0.41704 0.411644 0.404444 0.450662 0.412129 0.458744 0.433173 0.408346 0.407197 0.378835 0.369116 0.35282 0.34895 0.450614 0.310823 0.350433 0.690806 0.337343 0.370507 0.365544 0.269782 0.420672 0.334783 0.269173 0.266549 0.301615 0.260985 0.259549 0.288619
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.073820000000000011 -0.092169999999999988 -0.0043499999999999988 -1.0000000180025095e-35 -0.08514999999999999 -0.42985499999999993 0.10223 0.099250000000000019 -0.26719999999999994 -0.031394999999999992 -0.010684999999999998 -0.083779999999999979 1.0000000180025095e-35 -0.084074999999999997 -0.00059999999999999995 1.0000000180025095e-35 -0.52484999999999993 -0.43271999999999994 0.075670000000000015 -0.087094999999999992 0.086895000000000014 0.081245000000000026 0.11774500000000002 0.0074400000000000013 -0.11345499999999999 -0.23274999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 13 10 -8 -1 -9 -7 12 -11 -5 -15 -14 17 24 20 21 -18 -20 -23 -24 -17 26 -4 -26 -28 -30
right_child=2 -3 25 5 -6 6 7 9 -10 11 -12 -13 15 14 -16 16 18 -19 19 -21 -22 22 23 -25 27 -27 28 -29 29 -31
leaf_value=0.0011321711171928233 -0.0014634744413193005 -0.0014400776149658462 -9.2960104409857585e-06 0.00083539591529954911 0.0005813619765931531 -0.0016452034220727958 -0.001665723523949117 -0.0012583516454632369 -0.0016703052712334443 -0.0016807357920643157 0.00031767117581382623 -0.0016474003404978806 -0.001391326780448305 0.00024743238137621166 -0.0016643284769027721 -0.0014531513566223772 -0.001531979167282528 0.00037174280923087403 -0.00053123817881401173 -0.00064997574657895958 0.0011073485681085532 -0.00027631544383334043 -2.7806872686912058e-05 0.0015448082223617813 0.00046407762461004573 0.0016824590386165994 -0.0014340171876026323 -0.0017178210633575436 -0.0017264225525000147 0.0016798932283818013
leaf_weight=0.16072407225146879 0.27160359709523652 0.75060968456091259 1.6113204157445578 0.2959989467926788 0.42657435487490136 0.81293991763960238 0.3863504044129592 0.57101354491897716 1.2806762845430117 0.26541198455379422 0.40439820260507986 0.30015429860213849 0.30965226140688251 0.47413765484816384 1.1848894947616013 0.99375149223487802 0.15213628299534177 3.8115785748231801 0.57449220167472992 0.995576022483874 2.7375777704874107 0.82233094150432995 0.50146288797259364 1.4379213124047958 0.54449923412175849 0.57618997100507829 0.097461052704603368 0.20812075847061351 0.074235465377569865 0.85735094232950182
leaf_count=12 20 160 119 45 60 424 227 211 816 127 30 22 25 59 313 133 7 161 14 59 319 47 38 46 57 100 7 26 2 224
internal_value=0 -0.000227699 0.000495759 -0.000181393 -0.00091498 -0.000104341 -1.56795e-05 6.57533e-05 -0.00135781 0.000112778 -0.000993139 0.000170116 0.000210966 -0.000822215 -0.00111796 0.000249325 0.000289079 -2.37441e-05 0.00052984 0.000237282 0.000968395 0.000502053 0.000716999 0.00113818 -0.000886922 0.000661195 0.000438332 -0.000139279 0.00113924 0.00140845
internal_weight=0 20.403 3.48816 19.6524 1.86797 17.7844 15.8294 14.612 1.4414 14.2257 1.21734 13.6547 13.3545 1.95503 1.65903 13.0891 12.7794 5.55795 7.2215 4.33178 2.88971 3.33621 2.76172 1.93938 1.74637 3.21656 2.64037 0.75262 1.02905 0.931586
internal_count=3910 3438 472 3278 888 2390 1973 1519 828 1292 454 1081 1059 417 372 932 907 377 530 204 326 145 131 84 216 452 352 83 233 226
is_linear=0
shrinkage=0.00165728


Tree=442
num_leaves=31
num_cat=0
split_feature=1 47 0 0 39 4 50 48 42 4 52 52 42 160 1 1 14 15 133 457 49 16 13 4 403 49 52 3 4 43
split_gain=1.14673 0.594894 0.512239 0.728898 0.493904 0.534271 0.606045 0.611807 0.486731 0.552424 0.67224 0.559201 0.467583 0.429544 0.498421 0.418723 0.425378 0.466489 0.403294 0.392236 0.375607 0.347802 0.320659 0.318158 0.309265 0.320457 0.345248 0.328536 0.462759 0.527542
threshold=0.10113500000000002 0.087850000000000025 -0.060094999999999989 -0.099864999999999995 0.005105000000000001 -0.040469999999999999 0.11843500000000001 0.12862000000000004 0.092635000000000009 -0.49837999999999999 0.11588000000000002 0.10433000000000002 -0.097204999999999986 -0.079234999999999986 0.11198000000000001 1.0000000180025095e-35 0.064610000000000015 -0.008624999999999999 0.084285000000000013 -0.0015249999999999997 -0.047309999999999998 -0.50763499999999995 -0.074599999999999986 0.0057500000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.09716000000000001 -0.084129999999999996 -0.083534999999999984 -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=2 4 3 15 5 22 7 12 9 11 -11 -4 -7 14 -14 18 17 19 -1 -17 23 -20 -2 -21 -5 26 27 -26 -29 -30
right_child=1 -3 8 24 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 21 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0010284981894039843 0.00036539948723739076 -0.00019430272009436349 -0.0011866754714155783 -0.0011763199519808267 0.00095139110364213838 -0.00063463136703187037 -0.0010005284977676417 -0.00077411176646872558 -0.00083433149131380377 0.00059860149902165758 -0.00089830230838848155 0.00063737476066289087 -0.00093382693085629495 0.00095337652492156165 0.0008424062547309081 -0.00077240178717627168 -0.00094067664997992176 0.00085295157606307551 0.000834589113293476 3.6332179907067532e-05 -0.00039782195249162157 -0.00072670372842468048 -0.00094010887052025738 0.0010570662706779511 -0.00068867126396271114 -0.0011786798398942687 -0.0011963795306322484 0.0013848401145573504 0.0006295883162565981 -0.00054170637639442006
leaf_weight=1.1761428261524987 0.38436701940372586 4.3771196852903813 0.69870051834732272 1.2907857449026749 1.4930350347422061 0.36994347744621325 0.41081789438612748 0.47783411527052511 0.79193164012394834 2.949015103513378 0.47876646951772261 0.34453857922926545 0.40399715653620694 3.0158200738951546 0.46832049323711544 0.78611638210713852 0.53871021047234524 1.0316259741084652 0.39311240776441991 0.91065453272312857 1.0076329912990334 0.39045907941181202 0.78759300935780607 0.77692346065305173 2.1695781263988443 0.96088348663761269 0.74193701153853897 0.26618716865778003 0.71619751630351025 2.0083025481435497
leaf_count=134 19 249 91 748 261 14 27 12 92 126 18 11 14 234 44 24 100 37 9 29 57 49 113 25 368 398 255 5 25 322
internal_value=0 0.000151512 -0.000302621 -0.000411925 0.000345281 0.000202064 0.00036465 0.000483072 1.23398e-05 0.000162307 0.000389525 -0.000584267 0.000624151 0.00074392 1.9778e-05 -0.000134903 4.3444e-05 0.000160918 -0.000594638 -4.41529e-05 0.000168257 5.65861e-05 -0.000511942 0.000506256 -0.000650132 -0.000551168 -0.000449008 -0.000341552 -8.97366e-05 -0.000233805
internal_weight=0 12.1888 20.4282 15.1652 7.81173 6.31869 5.14673 4.73592 5.26295 4.47102 3.42778 1.04324 4.25808 3.88814 0.872318 7.01138 5.05166 4.51295 1.95971 3.48133 2.69521 0.783571 1.17196 1.68758 8.15387 6.86309 5.9022 5.16027 2.99069 2.7245
internal_count=3910 987 2923 2585 738 477 345 318 338 246 144 102 306 292 58 464 272 172 192 135 111 58 132 54 2121 1373 975 720 352 347
is_linear=0
shrinkage=0.00117172


Tree=443
num_leaves=31
num_cat=0
split_feature=1 47 50 2 48 128 16 50 158 3 3 49 48 46 11 133 1212 0 43 15 123 51 3 52 49 1375 42 1444 50 130
split_gain=0.740861 0.467633 0.400549 0.405731 0.411605 0.406321 0.467324 0.397798 0.372937 0.383126 0.570295 0.435762 0.357371 0.39478 0.353081 0.358221 0.337799 0.335568 0.35329 0.527696 0.331172 0.331027 0.334546 0.327152 0.314153 0.308973 0.291769 0.289427 0.273282 0.270895
threshold=0.10113500000000002 0.087850000000000025 0.14061500000000002 0.13345500000000002 0.12862000000000004 0.086435000000000012 0.050115000000000007 0.088425000000000017 0.084965000000000027 -0.115685 -0.055684999999999991 -0.088329999999999978 -0.086624999999999994 0.092020000000000005 0.08184000000000001 0.0068000000000000014 -0.50114499999999984 -0.11524 -0.083899999999999988 0.041585000000000004 0.11662000000000002 -0.097124999999999989 0.097615000000000021 0.091715000000000005 -0.081629999999999994 -0.089714999999999975 0.08401500000000002 -0.10662999999999999 0.10481500000000002 -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=7 2 3 4 5 6 12 8 9 14 17 -12 -2 28 15 -1 -9 -11 19 24 -18 -13 25 26 -19 -23 -21 -10 -14 -20
right_child=1 -3 -4 -5 -6 -7 -8 16 27 10 11 21 13 -15 -16 -17 20 18 29 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077160950541334304 -0.00040578492100953124 -0.0002156296180261431 -0.001444379964207406 0.0011799410919500662 -0.00074236274966523797 -0.0013724287548920596 -0.00030486143384740041 0.001144984460148045 0.0015121535617370211 0.00061713953268099681 -0.0011132304335197698 -0.0010902899345123275 0.0012054092195962463 -0.0010905093519712672 -0.0009844682406294253 -0.00055109549711671632 -0.0014168007320442078 0.00011067482864140519 0.00024881245743437662 -0.00045121865878310123 0.0014650299533580042 -0.0010704090948283835 0.00077252245951994172 -0.0014115418701216194 -0.0014353512651148687 0.0001362517918889861 0.0012277840538754792 -0.0012151598533138644 -0.00053261287185067316 -0.0012536469029059082
leaf_weight=1.8674869087990389 0.43427955312654409 4.0087065616971813 0.22605937207117666 1.2220759249757973 0.66937800077721465 0.23226244281977404 1.0136612053029237 0.12915858160704363 0.082360309141222277 0.38932784111239005 0.63410513929557044 0.41784372000256542 2.5657987092854446 0.17401465401053418 0.3697665316867641 0.51200594741385419 1.2124887661775563 0.36809235613327473 0.26284474355634335 0.29907518523395971 0.083659712225198635 0.47490247525274787 1.4730460994178427 0.17241083012777381 0.86202995604253485 3.3841198639129315 0.63311827450525016 1.0489768644038111 0.19075040717143554 2.265018082835013
leaf_count=85 22 249 16 192 22 14 139 9 2 22 34 85 308 6 49 48 545 34 41 87 2 14 48 57 215 190 14 279 19 1063
internal_value=0 0.000163138 0.000388807 0.000452541 0.000284186 0.000433217 0.000528999 -0.000307224 -0.000242163 -0.000181256 -0.000292386 -1.10843e-05 0.000780201 0.000955951 0.00028909 0.000486997 -0.0010155 -0.000634325 -0.000734525 -0.000341607 -0.00123079 0.000110461 0.000204557 0.000361233 -0.00097273 -1.22434e-05 0.00068911 -0.00101661 0.00108514 -0.00109742
internal_weight=0 10.737 6.72828 6.50222 5.28014 4.61077 4.3785 16.9418 15.5165 14.3852 11.6359 6.38402 3.36484 2.93056 2.74926 2.37949 1.42531 5.25192 4.86259 2.33473 1.29615 5.74991 5.33207 1.1046 1.23012 3.85902 0.932193 1.13134 2.75655 2.52786
internal_count=3910 987 738 722 530 508 494 2923 2367 2086 1904 371 355 333 182 133 556 1533 1511 407 547 337 252 158 249 204 101 281 327 1104
is_linear=0
shrinkage=0.00140091


Tree=444
num_leaves=31
num_cat=0
split_feature=4 11 151 403 484 151 480 1425 1213 1456 1453 129 52 133 52 51 14 376 160 150 41 15 1 13 43 42 3 0 1 4
split_gain=0.179236 0.272348 0.210104 0.190423 0.222391 0.228681 0.197765 0.18537 0.184845 0.19218 0.183499 0.161046 0.156608 0.187026 0.173916 0.22555 0.175609 0.170232 0.203033 0.250091 0.20243 0.178881 0.200205 0.179538 0.316395 0.176684 0.204498 0.21816 0.306938 0.226275
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.073820000000000011 -0.08514999999999999 0.08456000000000001 0.10625000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.09343499999999999 -1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 -0.40891499999999997 -0.40274499999999996 0.077685000000000018 0.048375000000000008 -0.092169999999999988 -0.22988499999999998 0.077915000000000012 -0.14097499999999996 0.11327500000000001 0.17936000000000002 -0.15648499999999999 0.095885000000000012 -0.115685 -0.082844999999999988 0.10386500000000001 -0.08266999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -5 10 -10 -11 -13 -14 -15 -16 17 18 19 -17 -21 -20 23 24 -23 26 -26 29 -29 -28
right_child=2 -3 7 6 -6 -7 -8 -9 9 11 -12 12 13 14 15 16 -18 -19 21 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0026732888486762276 -0.0031298721589800246 -0.0030531727640066681 0.0014324373700175708 -0.0035873713813721971 0.00131070425273226 -0.0035936067757071847 -0.0035961079208316192 -0.0038980003471155073 0.0020188713300654947 -0.0036119161405990126 -0.003387065822061604 -0.0023511726311741901 -0.0036112333129742478 0.0034694061581338575 -0.0036486525716375052 0.0023003687488838717 -0.0028766722722332301 0.0020724703474067183 -0.0019661039370936278 -0.0035200434726662833 0.0031276040489399341 0.0035439946686213176 0.002119528865143785 -0.0019950083063001328 0.0024015849757010265 -0.0029878718109819383 0.003163177695864698 -0.0020744942546512437 0.0035702101759408468 0.00025741056641681034
leaf_weight=0.085139120070380159 0.15671655215555835 0.44455596100306216 1.7676647903281271 0.18121512153447028 0.22318762419308769 0.59133824735181129 0.19990440914989527 0.087515971856191643 0.10305943897401448 0.14279416484349639 0.36272585657569756 0.29562655851622643 0.1545132527753531 0.22363656444939906 0.18320301886705337 0.16625533252954483 0.20957855239976275 0.74298522301251146 0.369247798356798 0.47922219928294651 0.0666991644538939 0.40802727907429215 0.94335173076251511 0.39063790478394356 0.5823413445614144 0.20371882560721122 0.38489549513904897 0.88950559066153478 0.14290982278180309 3.1121864103115513
leaf_count=12 20 160 448 231 60 816 207 4 18 43 290 197 139 7 33 5 34 123 55 202 4 26 109 50 32 54 24 148 19 340
internal_value=0 -0.000305993 0.000845187 -0.000202827 -0.00178389 -0.00280488 -7.27852e-05 0.00118098 -7.19518e-06 5.42593e-05 -0.00219095 0.000157891 0.000212 0.000290499 0.00035397 0.000278849 0.000357992 0.000434317 0.000284775 -0.0015387 -0.00270785 0.000459632 0.000586545 0.000350024 0.000510074 0.000277187 0.000407307 0.00015091 -0.00129314 0.000577225
internal_weight=0 12.2825 2.0119 11.8379 0.899665 0.676477 10.9382 1.85518 10.7383 10.5571 0.465785 10.0913 9.94854 9.65292 9.4984 9.27477 9.09156 8.88198 8.139 0.712177 0.545921 7.42682 7.05757 6.11422 5.72358 5.31556 5.11184 4.5295 1.03242 3.49708
internal_count=3910 3438 472 3278 888 828 2390 452 2183 1952 308 1644 1601 1404 1265 1258 1225 1191 1068 211 206 857 802 693 643 617 563 531 167 364
is_linear=0
shrinkage=0.00357515


Tree=445
num_leaves=31
num_cat=0
split_feature=39 3 457 484 3 1 51 13 15 42 2 403 0 4 3 0 47 0 474 15 11 124 122 52 1375 3 3 0 4 0
split_gain=0.531301 0.493981 0.469492 0.448075 0.417929 0.398382 0.41996 0.385096 0.334599 0.365824 0.336395 0.330318 0.344238 0.565452 0.669965 0.384994 0.329399 0.381645 0.381202 0.37363 0.283346 0.277936 0.272411 0.262992 0.302076 0.288877 0.485159 0.253644 0.238182 0.216099
threshold=0.005105000000000001 0.31335500000000011 0.081330000000000013 -1.0000000180025095e-35 -0.10628499999999998 0.088010000000000019 -0.40274499999999996 -0.094679999999999986 0.079360000000000014 0.093690000000000009 0.12001500000000002 -1.0000000180025095e-35 -0.053834999999999994 -0.083329999999999987 -0.078669999999999976 -0.070894999999999986 0.09252500000000001 -0.23129999999999998 0.084835000000000008 -0.094924999999999995 0.08184000000000001 -0.52484999999999993 0.089350000000000013 -0.11051499999999999 -0.43271999999999994 0.090325000000000003 -0.081954999999999986 0.024745000000000003 0.28937500000000005 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 -7 29 9 20 -10 -9 13 -13 -15 16 17 -16 19 -19 -5 -8 -23 -4 -25 26 -26 -2 -22 -6
right_child=5 -3 23 4 7 6 21 11 10 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 28 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0014236394167069853 -0.0012536440670610598 0.0012950356890758883 -0.0010510099388552059 0.0010664818315636194 -0.00030967801590931778 -0.0017050216972962814 -0.0013730585939171838 -0.0015888598456418714 -0.0012446006876224386 -0.00069312404106638785 0.0014186349767488352 0.00069273205410048814 -0.0014277797298720969 -0.001550232507103768 0.0011848863237594398 0.00096851916241336253 -0.0013861993718715243 8.1401854710811555e-05 0.0012942550404256646 -0.0012325275862018403 -0.001676684172055962 0.0012731841250402959 -0.00057520615958068513 -0.00063603746400594727 0.0007776725324423261 0.0013894590296879253 -0.0014908445888456344 0.00050483818596774551 0.00039317010665464104 0.00070827025251604919
leaf_weight=1.0690731433860587 0.51460423727985416 0.56820294680073757 0.35583836340811137 1.7012985109759133 1.3463262633013076 0.17444044328294772 0.13350224355235774 0.88996508147102638 0.72089976505958464 0.67461347283096973 0.15899227047339082 1.1037974474020353 1.0197769161313441 1.5196943090413748 0.45456793543416996 0.59004459768766082 0.84287194596254256 1.0343012181110687 0.30414889042731363 1.3976401196268855 0.20303138261078846 2.1416840837337072 0.24393542017787684 0.56360438140109259 1.066421392082703 1.0065176426433025 0.34196782112121393 0.40071987954434007 0.61587031336966902 0.99691673769849209
leaf_count=561 74 123 38 103 121 10 6 714 118 37 5 99 164 514 25 55 69 74 25 245 87 340 12 19 86 56 38 17 37 38
internal_value=0 -0.0002287 -0.000272036 -0.000385749 -0.000314507 0.000460774 0.000781758 -0.000476105 0.00014157 0.000390801 -0.000763367 -0.000629519 -0.000526242 -0.000399381 -0.000595607 -0.000281838 -0.000464746 -0.000221327 -0.000454952 -0.000673715 0.000680948 0.000953959 0.00108418 0.000295577 0.000456452 0.000711423 0.000226859 -0.000483798 -0.000120012 0.000123401
internal_weight=0 20.5464 19.9782 16.6438 15.5748 3.60889 2.69356 11.5001 4.07471 3.19481 0.879892 9.15681 8.26684 7.24707 6.14327 4.62357 4.03353 3.19066 2.73609 2.43194 2.5202 2.51912 2.38562 3.33435 2.97851 2.41491 1.40839 0.915324 0.818902 2.34324
internal_count=3910 3451 3328 3091 2530 459 368 2143 387 264 123 1984 1270 1106 1007 493 438 369 344 319 227 358 352 237 199 180 124 91 124 159
is_linear=0
shrinkage=0.00165728


Tree=446
num_leaves=31
num_cat=0
split_feature=1 47 15 12 44 48 0 1 2 15 15 403 151 4 2 3 52 159 1 43 16 160 14 0 457 52 52 3 133 52
split_gain=0.770776 0.553319 0.537668 0.505311 0.570589 0.511712 0.490374 0.402474 0.426637 0.442811 0.436533 0.403018 0.383281 0.379378 0.551734 0.557487 0.532932 0.372994 0.366265 0.356893 0.353267 0.345567 0.387649 0.339671 0.313553 0.302715 0.333267 0.488536 0.510716 0.43081
threshold=0.094485000000000013 0.09252500000000001 0.035895000000000003 0.09112000000000002 0.088980000000000017 0.12862000000000004 -0.070894999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.008624999999999999 0.079360000000000014 0.03138500000000001 -0.086769999999999986 -0.49837999999999999 0.10869000000000002 -0.115685 0.10433000000000002 0.092630000000000018 0.11026000000000001 -0.0086649999999999974 -0.52488999999999997 -0.080184999999999992 -0.46510999999999997 -0.10303999999999998 0.51789000000000007 0.086950000000000013 0.086635000000000004 -0.084129999999999996 0.083815000000000014 -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=6 2 3 4 5 21 7 25 11 12 -11 20 -10 16 17 -16 -8 -15 -4 -5 -9 22 -2 -20 -23 26 27 -1 -29 -30
right_child=1 -3 18 19 -6 -7 13 8 9 10 -12 -13 -14 14 15 -17 -18 -19 23 -21 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0013655775215127863 -0.0012350497566245866 -0.00029205683183625012 -0.0011367313145709723 -0.00095897753072862898 -0.001402242009536369 -0.00066850187428717938 -0.0014955381484297453 0.0014629267009779717 0.00067996333985965421 0.0011537078954595365 -0.00078825246314643443 0.0003566145221935795 -0.00073429017560649741 0.00090033107422227588 0.00077778798336798659 -0.0014663134144029136 0.00044591065713820528 -0.00050474911592065521 0.0012520280752733952 0.00051939384611327801 -0.0014483830087028578 0.0013596933654195864 0.0007816433240533453 -0.00051859062027719341 -0.00053670981070130937 -0.001458974731319536 0.0012086540859907184 -0.0010074630796659662 -0.0014627481824818021 0.00057384816519242101
leaf_weight=1.4416998657979987 0.25224175921175629 3.7408965147915287 0.70805147994542472 0.67220414185430855 0.23735189833678294 0.40470797102898348 0.66428571857977636 0.092803999781608248 0.54461370653007168 1.0618300980422644 0.30688931740587566 0.45432459545554582 1.4264893977670001 2.0986982331960498 0.36357271624729048 0.6091825373296158 0.51724366040434688 0.47688183456193645 0.38931247475557029 0.67123010568320729 1.1239786245860159 3.1129285648930818 0.87985456536989504 0.52113701007328928 0.19028434599749733 1.0505190776893867 0.19952530687442038 1.2690751877671571 0.2575330277904867 1.2531292290659619
leaf_count=511 9 256 121 71 10 7 80 6 27 40 71 56 77 142 11 199 19 28 18 114 338 428 92 54 7 598 12 286 72 150
internal_value=0 0.000163587 0.00037561 0.00056182 0.00076877 0.000875235 -0.000325071 -0.000498034 -0.000204388 9.16204e-05 0.000718289 -0.00079598 -0.000343533 5.82527e-05 0.000292629 -0.000627568 -0.000645621 0.000640173 -0.000363108 -0.000220328 -0.00122634 0.0010161 0.000332305 0.000238534 0.00125045 -0.000766963 -0.000602525 -0.00068813 -0.000336775 0.000226656
internal_weight=0 11.7802 8.0393 6.4208 5.07737 4.84002 15.2123 10.4824 5.01093 3.33982 1.36872 1.67111 1.9711 4.72986 3.54834 0.972755 1.18153 2.57558 1.6185 1.34343 1.21678 4.43531 1.1321 0.910449 3.30321 5.47148 4.42096 4.22144 2.77974 1.51066
internal_count=3910 1187 931 738 553 543 2723 2244 615 215 111 400 104 479 380 210 99 170 193 185 344 536 101 72 435 1629 1031 1019 508 222
is_linear=0
shrinkage=0.00143414


Tree=447
num_leaves=31
num_cat=0
split_feature=156 15 14 1348 14 484 150 1374 403 151 484 1213 11 160 133 150 1365 133 52 124 124 1 13 15 49 151 49 48 52 1374
split_gain=0.173384 0.186887 0.191191 0.190342 0.241179 0.191479 0.214954 0.177006 0.182944 0.21544 0.250275 0.196881 0.202492 0.220296 0.205293 0.296473 0.168601 0.169754 0.174151 0.159683 0.220431 0.176544 0.363141 0.196785 0.169529 0.267837 0.153477 0.164685 0.247562 0.171534
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.46879999999999994 0.093505000000000019 0.077685000000000018 -0.0043499999999999988 0.097030000000000019 0.098580000000000015 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 0.08776500000000001 -0.092169999999999988 -0.031394999999999992 -0.22988499999999998 1.0000000180025095e-35 -0.26719999999999994 -0.42985499999999993 -0.50873999999999986 -0.076779999999999987 0.10113500000000002 -0.021089999999999994 1.0000000180025095e-35 -0.085974999999999982 0.083140000000000006 -0.075429999999999983 0.099240000000000009 -0.11271999999999999 -0.049459999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -11 -10 13 14 -13 -16 17 -15 -19 -20 -21 24 -23 -24 25 -22 -26 28 -28 -30
right_child=1 3 -4 -5 -6 7 -8 -9 11 10 -12 12 -14 16 15 -17 -18 18 19 20 21 22 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.0032375779081570276 -0.00083415710715964561 -0.0028709824756178266 0.0021960698055380127 0.0030919951967522076 -0.0028300428361012187 0.0021847889676887633 0.001746386290806697 -0.0031438224376969378 -0.0032372037574840062 -0.0031726538640966793 0.001052081130275558 0.0020511182845347302 -0.0019879389878166565 -0.0022707645219771054 0.0019402527409893796 -0.0029232643725096148 -0.0020718798421303234 -0.0025099492289539873 -0.0028479549765633703 0.0029249210964906601 -0.0027317609813545334 0.003032692052232111 0.0011069029088401293 -0.0015017861884707225 0.0023247663508464294 0.0010572662046443731 -0.0029012112079770244 0.0026909611000592564 -0.002343405522826155 0.00051180891452222519
leaf_weight=0.18431098882865704 0.31520085211377591 0.49689286377542075 0.69431026394886319 0.18128875145339485 0.36304287984967309 0.14607868931489065 0.13308616605354473 0.19188450567890036 0.1811246130528027 0.57018013657942823 0.19623924803454429 0.16470971759554232 0.43973008141620162 0.22764132185692432 0.16489085555076599 0.62560045285498844 0.27804938271583601 0.1891723921580607 0.13599269872063757 0.43067828685159604 0.45998368482104179 0.81851966364774886 1.0340503682673441 0.42472427478060115 0.42589609802233663 0.33620127278845757 0.26203221673493882 0.28002778242807824 0.23312775476367908 3.6331885914698026
leaf_count=197 51 481 242 30 116 22 18 32 233 751 48 33 87 142 5 274 37 144 18 124 40 123 85 31 18 25 72 20 51 360
internal_value=0 -8.7518e-05 0.00124994 -0.000191186 -0.000237532 -0.000162114 -0.00189554 -6.99578e-05 -1.93629e-05 -0.00140644 -0.00209092 9.84281e-05 0.000155618 0.000248718 -0.00122595 -0.00190877 0.000402339 0.000479714 0.000551984 0.000620335 0.0006769 0.000554466 0.00131255 0.000347379 0.000247851 -0.00113179 0.000475072 0.000296372 0.000133946 0.000339648
internal_weight=0 14.0335 1.00951 13.024 12.8427 12.4797 0.629979 11.8497 11.6578 0.912498 0.766419 10.7453 10.5642 10.1245 0.955201 0.790491 9.16929 8.89124 8.6636 8.47442 8.33843 7.90775 2.27729 1.45877 5.63046 0.796185 4.83427 4.40838 4.12835 3.86632
internal_count=3910 3713 293 3420 3390 3274 499 2775 2743 821 799 1922 1689 1602 312 279 1290 1253 1111 967 949 825 239 116 586 65 521 503 483 411
is_linear=0
shrinkage=0.00322668


Tree=448
num_leaves=31
num_cat=0
split_feature=1 47 52 50 156 42 50 51 1212 454 14 124 158 3 49 0 3 49 52 453 48 128 44 48 42 156 376 15 48 16
split_gain=0.60454 0.409216 0.390044 0.404488 0.388864 0.375235 0.432093 0.434242 0.39953 0.379078 0.364543 0.483958 0.430316 0.457271 0.461688 0.539805 0.516328 0.415962 0.396803 0.355029 0.333476 0.357505 0.428725 0.376577 0.308571 0.297449 0.314227 0.309963 0.247869 0.393737
threshold=0.10113500000000002 0.087850000000000025 -0.24456499999999998 0.11843500000000001 0.11896500000000002 -1.0000000180025095e-35 0.083475000000000008 -0.10748999999999999 -0.50114499999999984 -1.0000000180025095e-35 0.077685000000000018 -0.027784999999999997 0.085110000000000005 -0.115685 -0.085974999999999982 -0.10071499999999999 0.097615000000000021 -0.082084999999999977 -0.10201499999999998 0.090755000000000016 -0.088799999999999976 0.086435000000000012 0.093815000000000023 0.12862000000000004 0.089925000000000019 0.013700000000000002 0.091535000000000019 -1.0000000180025095e-35 0.084795000000000023 -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=5 2 -2 4 20 25 7 -7 -8 -9 11 -11 13 24 18 28 17 -17 -15 -14 -4 22 23 -22 -13 26 -1 -27 -16 -30
right_child=1 -3 3 -5 -6 6 8 9 -10 10 -12 12 19 14 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0011966624209586178 -0.00084099261466649548 -0.00022997023053397911 -0.00049923820732138526 -0.00093397593946698172 -0.0010135363672153942 -0.0016536302426771363 0.0015120237550186619 -0.0017049327773311326 -0.0015079151426079648 0.0016026041888554242 -0.0016799111468083644 0.0010612059547982578 -0.0016927841701394116 0.00049657523196794721 0.0010363841743159753 0.0015570007119272609 0.00081229036918228296 -0.00086381573795838449 -0.0016993682345292527 0.0018179024071066305 0.0014000673504989598 -0.00087249856560040232 -0.0015745875324892477 1.2910494865437574e-06 -0.00031481965095596479 -0.0016478653762884733 0.0010830944372772005 0.0014576739950715554 -0.00090947742937672602 0.00089075113041257512
leaf_weight=2.4030116938520258 0.56558794161537651 3.719100313493982 0.46055325248744328 0.43406840797979374 0.32861458871047933 0.46830518869683224 0.13321951671969134 0.3581357258371981 1.0141542109195132 0.52015043736900501 0.33393098454689685 1.7185302487341654 0.61820607678964812 0.3044858300127089 1.5091556422412362 0.20542914234101584 0.78011198784224678 2.6763427873084016 0.80842839227989027 0.088513009250164032 3.4089489387697522 0.26709686662070442 0.15691333194263268 0.60989022161811579 0.58789314609020937 0.12624190220958553 0.17429774673655618 0.27363644307479251 0.60477303987136111 0.70987696427619063
leaf_count=860 94 249 26 34 16 152 8 52 417 42 61 64 164 11 63 3 27 775 74 1 513 19 7 29 29 56 6 16 23 19
internal_value=0 0.000200396 0.000457241 0.000586831 0.000713003 -0.000311736 -0.000195076 -0.000105263 -0.00115728 -4.39376e-05 7.94372e-06 5.85754e-05 -1.71074e-05 7.10792e-05 -0.000122995 4.44093e-05 -0.000370939 -0.000691246 -0.00109857 -0.00125309 0.000828711 0.000966369 0.00108399 0.00118779 0.000710465 -0.000838365 -0.00104249 0.000477253 0.000583029 6.25994e-05
internal_weight=0 9.95077 6.23167 5.66609 5.23202 16.4168 13.4396 12.2923 1.14737 11.824 11.4658 11.1319 10.6117 9.90503 7.5986 6.48569 3.66188 2.88177 1.11291 0.706719 4.9034 4.44285 4.17575 4.01884 2.30642 2.97719 2.57731 0.399878 2.82381 1.31465
internal_count=3910 987 738 644 610 2923 1985 1560 425 1408 1356 1295 1253 1088 995 910 805 778 85 165 594 568 549 542 93 938 866 72 105 42
is_linear=0
shrinkage=0.00163948


Tree=449
num_leaves=31
num_cat=0
split_feature=1 47 1426 159 160 52 3 3 128 4 48 15 11 0 133 49 124 51 474 2 2 2 3 376 151 4 4 3 52 43
split_gain=1.32646 0.679901 0.605479 0.655575 0.53605 0.584659 0.530286 0.934141 0.415785 0.457516 0.439122 0.405502 0.427574 0.425288 0.424955 0.389023 0.36007 0.354168 0.409995 0.335682 0.32869 0.346428 0.320749 0.558424 0.342174 0.314479 0.373885 0.304348 0.272827 0.310657
threshold=0.10113500000000002 0.087850000000000025 -1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 -0.24456499999999998 -0.115685 -0.055684999999999991 0.086435000000000012 -0.17479499999999998 0.12862000000000004 0.079360000000000014 0.08184000000000001 0.10302000000000001 0.032270000000000007 -0.13451999999999997 -0.52484999999999993 -0.097124999999999989 0.084655000000000022 0.11462500000000002 0.091025000000000009 0.092865000000000017 0.094625000000000015 0.076485000000000011 -0.051109999999999996 -0.017449999999999997 0.0057500000000000008 0.16699000000000003 0.091715000000000005 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 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 19 -6 11 28 9 -7 16 12 14 -13 -1 -9 -11 -17 20 -4 25 -22 23 24 -23 -19 -27 -3 29 -8
right_child=1 27 3 -5 5 8 7 15 -10 10 -12 13 -14 -15 -16 17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00071328179676099449 -0.0015630096086185772 -0.00032288636638242097 -0.0010302032301344611 0.0011470076498943337 -0.00065394540033971598 -0.00099514813210574557 0.0001416194812956914 -0.0012466705456624849 -0.00088388618908738384 -0.00097627652039218842 -0.0001226001838895617 -0.0012736111716951748 -0.00082340628171236399 0.00087008872203828038 -0.00042378432788913768 -0.0009989889188185652 0.0010459264146036611 0.00028368323349619635 0.0008019733742089017 0.00027001040622557439 0.00091083533500634062 0.00027148351180807589 0.00038626532901839071 0.0005843109656047678 -0.0012670727455229534 -0.0010675715975355454 -4.2166324083915258e-05 0.00056001290712325241 -0.0012602909384730636 -0.00072407714989432802
leaf_weight=2.1780500856693834 0.24068102211458331 4.220355133060365 0.71031825384124914 1.6446053634863345 0.66570421628420984 0.2376226151827695 0.72000060410937372 0.47372580342925985 0.27816450176760543 0.14265056326985215 0.69392100581899274 0.57873621187172819 0.48156992904841889 0.19133880501613021 0.6671262914314865 0.61230715533019875 3.3441116437316021 0.73932156665250692 0.851575614477042 0.54543800721876323 0.71017683239188079 0.2980822804383928 1.4524771459400652 0.59857308026403178 0.91113783745095211 1.3610226574819564 0.93008254806045432 0.70849963463842858 1.2781562978052532 6.108893657743466
leaf_count=80 28 218 41 206 69 10 53 23 16 4 24 90 45 5 34 95 313 33 31 27 21 6 47 19 92 68 34 31 563 1584
internal_value=0 0.000172382 0.000385898 0.000442668 0.000267634 0.000439315 -0.000328544 -0.000425325 0.00059428 0.000687341 0.000782971 7.41343e-05 0.000262815 -0.000740971 0.000446667 -0.000147419 0.000963194 -8.59004e-05 -1.47009e-05 -0.000465455 -0.00011404 0.000121925 -4.9922e-05 -0.000400378 -0.000887807 -0.000423199 -0.000651305 -0.000195974 -0.000731733 -0.000632803
internal_weight=0 13.4321 8.50322 8.26254 6.61793 5.36217 21.1424 17.0455 4.69647 4.41831 4.18068 4.09682 3.32675 0.770075 2.84518 8.93848 3.48676 8.46476 7.85245 1.25576 7.00087 3.97045 3.26027 1.80779 1.20922 3.03043 2.29111 4.92885 8.10705 6.82889
internal_count=3910 987 738 710 504 436 2923 2669 367 351 341 254 159 95 114 469 317 446 351 68 320 185 164 117 98 135 102 249 2200 1637
is_linear=0
shrinkage=0.00124651


Tree=450
num_leaves=31
num_cat=0
split_feature=1 12 3 0 40 51 4 43 3 42 4 47 50 48 52 16 42 52 3 4 2 457 40 160 42 3 48 16 48 42
split_gain=1.17034 0.737882 0.713955 0.652996 0.649244 0.677929 0.595017 0.656145 0.584114 0.57878 0.551155 0.890704 0.748715 0.528525 0.433567 0.4266 0.470369 0.462305 0.52332 0.421886 0.403141 0.453694 0.395428 0.388112 0.39596 0.406187 0.383362 0.379432 0.348494 0.383647
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.060094999999999989 0.34489500000000001 -0.40274499999999996 -0.49837999999999999 -0.52334499999999984 0.084925000000000014 0.091590000000000019 -0.034289999999999994 0.11603500000000001 0.11515000000000002 0.12862000000000004 0.086950000000000013 -0.083564999999999987 1.0000000180025095e-35 0.086635000000000004 -0.16409499999999996 0.074650000000000008 0.12168500000000002 0.081330000000000013 -1.0000000180025095e-35 -0.078874999999999987 -0.10770999999999999 -0.075404999999999986 0.086065000000000016 -0.069894999999999985 0.086870000000000017 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=3 4 10 8 5 -2 7 -5 14 -8 22 12 13 20 15 16 17 18 -1 28 21 23 -3 -12 -25 -26 -10 -24 -17 -30
right_child=1 2 -4 6 -6 -7 9 -9 26 -11 11 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 27 24 25 -27 -28 -29 29 -31
leaf_value=0.00099104581050205075 -0.0012160072977995828 0.0011917900431464836 0.0010085219053666914 0.00074286751337547985 -0.0012189149584019004 0.00084194746043522652 0.00049782872293651834 -0.0010271452016251878 0.00033581274319939547 -0.00097561321558783931 -0.00076278578709269005 -0.00083325361098772618 -0.0011984724375190912 -0.00071478767273605863 -0.0010707814094526394 -0.00087436766945228866 0.00025251742565790428 0.0010408368863574122 -0.0011962423215442313 0.0010693522125005443 0.001204512592480376 0.00092222518697561862 2.9780141976074139e-05 -0.00088376359207243381 0.00076883464436481447 -0.0001442085634523762 -0.00048697987665201618 -0.0011763358894166321 -0.0011844225335768872 0.00028186408318569482
leaf_weight=0.17445123335346568 0.23510716296732503 0.14402865339070547 0.86050843796692866 0.39051947928965081 0.25729691609740246 3.3682666197419158 3.1130458242842027 1.0904040180030277 1.9423588559729972 0.4147822712548076 0.60624428454320645 1.3750482911709694 0.48836125468369562 0.62697613239288319 1.888966079452074 4.1484171391348363 1.9363414252293294 0.19655365811195213 1.0793191538541553 0.18841185839846719 0.77452617348171759 1.2038852297700939 0.50336703856009979 0.36718717124312883 1.7030793050071196 1.1016750703565841 1.2963453382253645 1.2408793186186784 0.34787227073684313 0.82835241477005184
leaf_count=9 10 11 80 8 8 383 121 91 66 76 37 85 49 16 746 968 228 6 200 9 71 48 36 8 83 39 37 223 71 87
internal_value=0 0.000138575 -1.61571e-05 -0.000300245 0.000579275 0.000707673 6.29294e-05 -0.000560393 -0.000429923 0.00032459 -0.000103155 2.75916e-05 0.000199844 0.000306819 -0.000560928 -0.000452712 -0.000125403 -0.000629968 -0.0008919 -0.000653777 0.000418086 0.000295826 -0.000674186 9.62298e-05 0.000260411 0.000410202 6.47628e-06 -0.000828266 -0.00071475 -0.000151795
internal_weight=0 14.8564 10.9958 19.0361 3.86067 3.60337 5.00875 1.48092 14.0274 3.52783 10.1353 8.24698 6.87193 6.38357 10.7887 8.89972 3.38667 1.45032 1.25377 5.51305 5.7566 4.98207 1.88828 3.77819 3.17194 2.80475 3.2387 1.74425 5.32464 1.17622
internal_count=3910 1187 786 2723 401 393 296 99 2427 197 706 436 351 302 2324 1578 443 215 209 1135 286 215 270 167 130 122 103 259 1126 158
is_linear=0
shrinkage=0.00117172


Tree=451
num_leaves=31
num_cat=0
split_feature=39 3 483 4 51 1 457 13 132 133 403 13 133 133 42 47 133 1375 4 13 133 3 3 1456 457 1375 0 3 0 0
split_gain=0.183935 0.244043 0.228973 0.22286 0.19392 0.198152 0.187714 0.229801 0.294047 0.249712 0.212326 0.207614 0.194537 0.209133 0.219568 0.215795 0.187857 0.179884 0.18185 0.19959 0.172187 0.163508 0.376005 0.15447 0.158348 0.210607 0.153372 0.14342 0.270095 0.259969
threshold=0.005105000000000001 0.31335500000000011 0.083960000000000021 0.62104500000000018 -0.40274499999999996 0.088010000000000019 0.081330000000000013 -0.094679999999999986 0.080815000000000012 0.084285000000000013 -1.0000000180025095e-35 -0.091849999999999987 -0.090054999999999982 -0.088724999999999984 -1.0000000180025095e-35 0.11566000000000001 -0.26719999999999994 -0.43271999999999994 -0.013929999999999998 0.0066400000000000009 0.083815000000000014 0.090325000000000003 -0.081954999999999986 -1.0000000180025095e-35 -0.23052999999999998 1.0000000180025095e-35 0.024745000000000003 -0.14218999999999996 -0.053834999999999994 -0.069794999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 26 7 16 9 12 -10 -11 -9 -14 15 -15 -1 -8 19 -19 23 22 -20 -16 -25 27 -6 -26 29 -29
right_child=4 -3 3 -5 5 -7 17 8 10 11 -12 -13 13 14 20 -17 -18 18 21 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0035807327070535833 -0.0035897124562607819 0.0027790645996521425 -0.0032684913335786375 0.0035985122792393407 -0.0026684169634048635 0.0018350084980742402 -0.001369101207594061 -0.0033374250307729027 -0.0035416809414915416 0.003703913829679726 0.0020481192169798518 -0.0035713435391505717 0.0035076447489829164 -0.0034887547269765781 -0.0035572720760878515 0.0016750318831577761 0.00083730498072034779 -0.0031399164670049659 0.0025076537085212684 0.0023291778207175703 0.003822779794606919 0.0029320763190927605 -0.0032308211020021615 0.0030914125641436025 0.0014076366718985117 -0.0035982946970292608 0.0011765162117651825 -0.00058842874293391935 -0.0028431179731667942 0.002513467227596663
leaf_weight=0.12813751226349301 0.11546318788896304 0.31286113100941371 0.53349986233661262 0.066319489385932684 0.25716410728637207 1.361142750494764 0.42774693702813271 0.34907739904883328 0.097512317457585596 0.052992313081631437 0.65130565226718307 0.64296798997384019 0.14920786897709604 0.57504531637095713 0.205563990057266 0.12253340060124174 1.9205070895113712 0.21900805115001287 0.39921228136518039 0.13439114502398297 0.11445213074330229 0.72148316231323406 0.22163574094883964 0.15431645856005527 0.50656521653581421 0.26545904301747203 0.26080842805095017 2.4874524381302723 0.56323384756982164 0.39011788270727255
leaf_count=48 20 123 331 15 64 358 15 318 98 2 120 700 9 368 130 8 226 36 60 19 7 54 30 12 129 28 17 400 131 34
internal_value=0 -0.000301587 -0.000381243 -0.00250924 0.000854242 0.0011273 -0.00027025 -0.00048505 -0.000777487 -0.00101625 0.00132021 -0.00301739 -0.000779511 -0.00061816 -0.000732483 -0.00258171 0.000560968 0.000678222 0.00119466 -0.00106012 -0.000457267 0.00178828 0.000459083 -0.000564394 -0.000423518 -0.00055227 -0.000732424 -0.000347426 -0.000605812 -0.000167899
internal_weight=0 12.4126 12.0997 0.599819 1.99458 1.87912 11.4999 9.37645 7.3278 6.57899 0.748818 0.69596 5.88302 5.53395 5.38474 0.697579 2.04864 2.12348 1.69573 0.353399 4.68716 1.34233 0.620848 4.57271 4.36714 4.21283 0.517973 3.94737 3.4408 2.87757
internal_count=3910 3451 3328 346 459 439 2982 2768 2494 2276 218 702 1574 1256 1247 376 274 214 199 55 871 144 90 864 734 722 81 694 565 434
is_linear=0
shrinkage=0.00353288


Tree=452
num_leaves=31
num_cat=0
split_feature=31 2 403 1375 123 1447 4 2 151 484 1374 123 3 15 43 39 160 3 3 3 15 52 133 124 1 42 42 0 2 4
split_gain=0.17435 0.208166 0.207134 0.208966 0.188795 0.181019 0.17011 0.309253 0.177813 0.159381 0.154901 0.153286 0.269449 0.166951 0.172736 0.1591 0.199894 0.199062 0.2157 0.207986 0.199932 0.245844 0.216589 0.151562 0.175897 0.316332 0.25154 0.250847 0.272702 0.234539
threshold=-1.0000000180025095e-35 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088610000000000008 -1.0000000180025095e-35 -0.49837999999999999 0.11085000000000002 -0.52174999999999983 -0.0043499999999999988 0.089520000000000016 0.090655000000000013 0.086245000000000016 -0.11739999999999999 -0.11046999999999998 0.005105000000000001 -0.082969999999999988 -0.073984999999999981 -0.078884999999999997 -0.08348499999999999 -0.029114999999999999 0.071660000000000015 -0.090054999999999982 -0.52484999999999993 0.083370000000000014 -1.0000000180025095e-35 0.09901500000000002 0.047345000000000005 0.10393500000000001 -0.045299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 -5 23 12 13 -11 -15 16 -16 18 19 20 -18 -22 -23 -10 25 -25 27 28 -27 -26
right_child=1 4 3 9 -6 6 8 -9 10 11 -12 -13 -14 14 15 -17 17 -19 -20 -21 21 22 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.0030883356362945888 -0.0028273105859015612 -0.0026438552534759851 -0.0030293608823159942 -0.0028287601064474108 0.0023968963397701173 -0.0035077029877402291 -0.0032335304590162032 0.0025313821240602495 -0.0034767852527041098 -0.0025229981750303412 -0.0023632381805199399 -0.0032538581157884909 0.0020484979792495372 0.0013525642145776502 -0.0031180951593307153 0.0025443061764272223 0.0028816613696028316 -0.0020968508983629673 0.0023966967029247842 -0.0034248650172869831 -0.0029072976206506382 -0.0034536343024527258 0.0026484004749172557 -0.0034228067884018859 -0.00064166298947151859 0.00051495451364217684 -0.0034836594704775398 0.0023453166821062873 -0.0034659177069502351 0.0014474906075843711
leaf_weight=0.19275661185383697 0.47579585514176592 0.27802759281621536 0.34778201196604364 0.2719931672618231 0.42196680398774322 0.34691756917163719 0.16178796846361354 0.13749447398004122 0.11045286059379567 0.37426092542591316 0.23039920155133575 0.17687983583891753 0.62774816862656724 0.72307141924829776 0.35512024912168261 0.1826114282303023 0.24329597840551187 0.561426119384138 0.40860186871577742 0.22489439619675977 0.31834906563744869 0.088978978725208435 0.28045360896066995 0.30150630182470228 0.78758305041992605 1.1167698898279912 0.18713590039988037 0.67374142166227091 0.24337671170360398 3.0048081184213515
leaf_count=113 668 122 106 286 133 95 32 15 13 86 43 18 77 84 176 32 26 84 62 161 94 45 32 319 119 211 164 32 87 375
internal_value=0 -0.000175373 -0.000675445 -0.000478 0.00017842 5.49207e-05 0.000157678 -0.00179358 0.000296322 -0.000294582 0.000382126 -0.000143613 -1.82621e-05 -0.000363219 -0.000124551 -0.000525515 -0.000751455 -0.000356139 0.000268492 -0.000483765 0.000226634 -0.000712556 0.00117871 0.000480568 0.000549785 -0.000147557 0.000297062 0.000644922 -0.00019736 0.00101363
internal_weight=0 13.6632 5.66126 5.18547 8.00197 7.58 7.30197 0.484412 6.81756 4.83769 6.65577 4.56569 4.38881 3.76106 3.3868 2.66373 2.48112 2.126 1.56457 1.15597 0.931078 0.687782 0.369433 6.42537 6.31492 2.52253 2.22102 2.03389 1.36015 3.79239
internal_count=3910 3797 2037 1369 1760 1627 1505 110 1395 1263 1363 977 959 882 796 712 680 504 420 358 197 171 77 1320 1307 813 494 330 298 494
is_linear=0
shrinkage=0.00340771


Tree=453
num_leaves=31
num_cat=0
split_feature=156 15 474 51 158 156 483 1374 42 42 453 1348 14 15 124 1365 16 41 48 1374 0 150 50 16 15 9 16 4 130 1
split_gain=0.157808 0.170609 0.196355 0.235709 0.169872 0.156641 0.152357 0.156513 0.166712 0.204305 0.179681 0.155444 0.190583 0.162713 0.16865 0.154116 0.167583 0.19009 0.154609 0.271296 0.23413 0.254547 0.1892 0.173823 0.266289 0.168748 0.182615 0.205456 0.15983 0.19542
threshold=-1.0000000180025095e-35 -0.26361999999999991 -1.0000000180025095e-35 0.11024000000000002 0.084965000000000027 0.10477500000000002 0.085195000000000007 0.098580000000000015 -1.0000000180025095e-35 -0.082904999999999993 0.089535000000000017 0.090050000000000005 0.077685000000000018 -0.19153499999999998 -0.027784999999999997 1.0000000180025095e-35 -0.50388999999999984 0.078535000000000008 0.093225000000000016 -0.094679999999999986 -0.230625 0.088985000000000009 0.10119500000000002 -0.072359999999999994 -0.07142999999999998 0.081505000000000008 -0.38486499999999996 -0.23071499999999998 -0.23515499999999998 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 13 -10 -15 16 -16 18 19 -18 -21 22 25 -20 -25 26 -22 -28 -29 -30
right_child=1 4 3 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 14 15 -17 17 -19 23 20 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0031917300353932988 -0.0034728229021397865 -0.00018032809296110287 0.0026727250997054201 -0.00093850518452871453 -0.001669195871065315 -0.0028611263256395716 -0.0019319721316519833 -0.0030585306952432426 -0.0018548868883738934 -0.0026255292386782674 -0.0025984697850359498 0.0030921559915268295 -0.0025092789112227181 0.0025443472244919443 0.0019124262455100078 -0.0027788879434553484 -0.0033199365357386946 -0.0027621048170496862 0.0030295890226503634 0.0032206148372196713 -0.0020760615144604414 -0.0027365572436951974 -0.0031942204686270571 -0.0027138629005101066 0.0015371153740441532 -0.0029846791085488952 -0.00063788731375442127 -0.0033061997682620344 0.00031557625016853419 0.0019863045686316083
leaf_weight=0.1667634698023911 0.083222282351925969 1.4204853690680463 0.63778029786771995 0.25658263522200286 0.72879577134153883 0.20210410641448184 0.41284181985975088 0.16281788742344439 0.32325267762643228 0.45726811730127792 0.21582555025816041 0.20297174414736296 0.24181821638194456 0.3703134929819355 0.68242310069034662 0.15657362123602059 0.22323751820657367 0.20468224637443189 0.41919371042604325 0.25734707037917193 0.25299801694926571 0.29905095751746547 0.15163562082307169 0.19688433517148951 0.61559363218839258 0.14214682957390312 0.87601607490795474 0.080443799524784754 1.2794393741497492 1.5888197170570491
leaf_count=197 3 464 269 21 340 169 264 30 53 413 37 40 61 112 75 25 46 52 48 11 27 84 167 41 47 33 78 17 476 210
internal_value=0 -7.70607e-05 0.00120173 0.0016367 -0.000179825 -8.49115e-05 -3.49666e-05 3.74061e-05 8.46996e-05 -0.00077578 0.000268714 0.000340964 0.000274183 0.000357076 0.000448783 0.00034429 0.000411555 0.000256074 0.00035286 0.000110719 0.00026613 0.000103339 0.000297614 0.00136555 0.000506994 0.000423088 0.000541881 0.000715053 0.00111699 0.00124105
internal_weight=0 13.1426 0.977585 0.894363 12.165 11.4362 11.2341 10.8212 10.6584 1.87775 8.78067 8.56484 8.36187 8.12005 7.7968 7.42649 7.26991 6.58749 6.38281 5.15113 4.9279 4.67055 4.3715 1.23167 0.812478 4.21986 4.07772 3.82472 2.9487 2.86826
internal_count=3910 3713 293 290 3420 3080 2911 2647 2617 877 1740 1703 1663 1602 1549 1437 1412 1337 1285 1149 1103 1092 1008 136 88 841 808 781 703 686
is_linear=0
shrinkage=0.0031817


Tree=454
num_leaves=31
num_cat=0
split_feature=1 47 50 401 52 50 129 484 14 123 3 2 3 52 49 150 9 49 403 3 160 48 15 1212 123 15 4 150 2 16
split_gain=0.989663 0.516527 0.478171 0.476804 0.475879 0.437454 0.419364 0.430246 0.394811 0.433545 0.556854 0.503513 0.511725 0.422357 0.465475 0.430977 0.48225 0.394393 0.394115 0.389666 0.383273 0.366424 0.501777 0.353162 0.363952 0.352157 0.323811 0.307289 0.388154 0.457102
threshold=0.10113500000000002 0.087850000000000025 0.088425000000000017 0.083100000000000021 -0.24456499999999998 0.14061500000000002 0.090885000000000007 -0.0043499999999999988 0.077685000000000018 1.0000000180025095e-35 -0.115685 0.11462500000000002 0.084925000000000014 0.086950000000000013 0.090775000000000008 0.088380000000000014 0.084755000000000011 -0.082494999999999985 -0.081784999999999983 0.10223 -0.079684999999999992 0.12862000000000004 0.035895000000000003 -0.50114499999999984 0.11662000000000002 -1.0000000180025095e-35 0.51697500000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.065564999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 25 20 7 19 9 10 -9 12 13 14 15 16 18 -14 -12 -1 26 22 -22 -4 -25 -2 -6 -3 -29 -30
right_child=1 27 23 -5 5 -7 -8 8 -10 -11 11 -13 17 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0014693553506395026 0.00083456762916337649 -0.0012801664017718629 0.0010761869058487227 -0.0013704722047591447 -0.00042565794377524851 -0.0014828076689922681 -0.0014656517330498902 0.00041901503109515354 -0.0014700240214242468 0.00077507265470115952 -0.0014473700414457033 -0.0015055259460496856 -0.00091509686275598092 -0.0012079725455646628 -0.0014551152997973554 -0.0015129665307849725 -0.001457679326983337 0.0003741176795367572 0.00028079613787640668 0.0014849235100627396 0.0011998200174301833 -0.00017053062540020144 2.1716886252854273e-05 -0.0014632338718192424 0.00151207157671233 -0.0013473154828121019 0.0014609351300397537 -0.00040469924292960559 0.0010274188592171623 -0.00089153671809754709
leaf_weight=0.81487341760658694 0.22056096023879945 0.48427939135581244 0.14403105247765768 0.77553213149076228 1.0535556881222872 0.21269007446244348 0.53974134137388219 2.8460110489977604 0.43711614876519966 1.1312220230465762 0.29523391486145767 0.6677179471007556 0.57371392799541343 1.2682224610762203 0.62524825026048336 0.42905926867388178 0.42612291569821525 3.4384601984638721 3.7030420031514844 0.10435778123792261 3.4678682865342108 0.70726108690723766 0.95551220723427821 1.4102974160050497 0.09066510573029507 0.50243937608320255 0.22959100827574719 2.470192299340852 1.0326799559406934 0.34251800458878268
leaf_count=322 6 26 9 236 61 16 147 112 55 64 136 102 20 466 191 79 43 116 275 3 428 30 48 545 2 88 61 143 54 26
internal_value=0 0.000194848 -0.000333891 -0.000266272 0.000427197 0.000548186 -0.000216773 -0.000176555 -0.000120998 -8.27174e-05 -0.000150703 -0.0002926 -0.000217325 -0.000459409 -0.00028613 -0.000135535 -1.9581e-06 0.000189769 0.000153188 -0.00113396 0.000615537 0.000791511 0.000945333 -0.0010769 -0.00128351 -0.000681703 -8.80934e-05 -0.000199557 -6.34675e-05 0.000549468
internal_weight=0 11.6791 19.7207 18.0757 7.34948 6.62648 17.3001 16.7604 15.8412 15.4041 14.2728 11.4268 10.7591 6.74693 5.47871 4.85346 4.4244 4.01217 3.99828 0.919231 6.41379 5.13064 4.42338 1.64499 1.50096 0.723 1.28315 4.32967 3.84539 1.3752
internal_count=3910 987 2923 2367 738 644 2131 1984 1659 1604 1540 1428 1326 1190 724 533 454 136 411 325 628 506 476 556 547 94 122 249 223 80
is_linear=0
shrinkage=0.00143946


Tree=455
num_leaves=31
num_cat=0
split_feature=1455 401 1425 4 133 160 133 151 52 42 123 448 1373 1365 1456 15 15 148 147 14 156 133 13 3 4 48 1 2 12 484
split_gain=0.153819 0.156804 0.148325 0.221841 0.165607 0.17 0.207503 0.259928 0.171661 0.172993 0.228999 0.196676 0.192442 0.197571 0.186499 0.168531 0.193679 0.191047 0.205023 0.192751 0.162727 0.153597 0.211464 0.170089 0.157559 0.159391 0.281634 0.171743 0.181639 0.163023
threshold=-1.0000000180025095e-35 0.10072000000000002 1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 -0.092169999999999988 -0.031394999999999992 -0.010684999999999998 -0.51745999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 -0.080249999999999988 0.099250000000000019 1.0000000180025095e-35 0.011265000000000002 -0.26361999999999991 -0.19153499999999998 0.087215000000000015 0.087265000000000023 0.077685000000000018 0.013700000000000002 0.098810000000000023 -0.45122499999999993 -0.15464999999999998 -0.49837999999999999 0.12675000000000003 0.10678000000000001 -0.048654999999999997 0.10106500000000002 -0.0043499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 20 12 -12 13 14 15 -11 -17 18 19 21 -10 23 -23 -18 -25 26 27 -26 29 -29
right_child=1 -3 -4 -5 5 8 7 -9 9 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0033701025231126719 -0.0028938326300890424 -0.003441577217860902 -0.0039185166214103645 0.0027777171038932086 0.002306892042444021 -0.0037527700017334345 0.00058289077639548769 -0.0037166529358851155 -0.001255543421623477 0.0035474841091895307 -0.0038522692628692452 0.0034247453465383951 -0.0038169997808101415 -0.003326274151617408 -0.0037680079585439195 -0.0025688139420665303 0.0033273366883363655 -0.0032329308115501896 0.0031569164793558936 -0.0037979192651606502 0.0022355042804784639 0.0017140513166674686 -0.003127856036771101 -0.0035058368103163986 -0.0035604112056636023 -0.0012135707493926727 0.0028489888288705284 -0.0028206029044241408 -0.0031558365976259522 0.00096393676734216787
leaf_weight=0.20167913118348124 0.2847622852423165 0.19102255684993075 0.13555727386847216 0.39256533222214862 0.17063344614143716 0.15686848529730291 0.30298460397170857 0.55856326651700772 1.6308513147196144 0.24503509997156392 0.057709228247404099 0.51419235386129081 0.15980560143361877 0.20188016070460424 0.14592150005773863 0.29539615319662527 0.33182744542135711 0.18473066971637297 0.41782704647630442 0.14545073035696976 0.21062148782948487 0.19908170239068568 0.34331952709180757 0.12924268633650005 0.14205029583534967 0.56308368383906771 0.84502232001977962 0.16642438602865173 0.16993226422346186 3.5696407856012997
leaf_count=189 228 194 94 207 40 172 65 330 649 40 2 185 23 47 170 35 30 21 85 46 50 7 227 37 41 38 108 108 36 406
internal_value=0 -8.04125e-05 -2.97409e-05 1.23121e-05 -7.70905e-05 -9.44875e-06 -0.0014588 -0.00220461 0.000128738 0.000185808 0.000403186 0.00269044 0.000244739 0.000324914 0.00041829 0.000497131 0.000397512 0.000519084 0.000617777 0.000457155 -0.000856249 0.000552966 -0.00135069 0.000727464 0.000573007 0.000669624 0.000886338 0.000476638 0.000623455 0.000795353
internal_weight=0 12.862 12.671 12.5354 12.1429 11.8581 1.03218 0.861548 10.8259 10.669 8.82757 0.571902 8.25567 8.09587 7.89399 7.74806 7.50303 7.20763 7.0229 6.60508 1.84147 6.45963 0.542401 5.91722 5.5854 5.45615 4.89307 4.04805 3.906 3.73607
internal_count=3910 3721 3527 3433 3226 2998 435 395 2563 2391 1692 187 1505 1482 1435 1265 1225 1190 1169 1084 699 1038 234 804 774 737 699 591 550 514
is_linear=0
shrinkage=0.00373768


Tree=456
num_leaves=31
num_cat=0
split_feature=4 12 48 51 13 49 52 3 52 49 2 16 47 474 147 43 133 130 133 0 0 128 3 1 48 147 52 48 151 15
split_gain=0.91922 0.674659 0.566342 0.597293 0.532843 0.705375 0.452636 0.4397 0.430602 0.389134 0.39119 0.382771 0.354858 0.570358 0.308472 0.367611 0.430786 0.41439 0.314393 0.433641 0.380148 0.373294 0.3277 0.292175 0.286069 0.419698 0.346342 0.396748 0.408544 0.396449
threshold=0.28937500000000005 0.051320000000000005 0.12933000000000003 0.13741000000000003 -0.094679999999999986 -0.081629999999999994 -0.044539999999999989 -0.015794999999999997 0.11588000000000002 -0.080639999999999976 0.091525000000000009 0.10994000000000002 0.096475000000000019 -1.0000000180025095e-35 0.10136000000000002 -0.074254999999999988 0.084285000000000013 -0.083489999999999995 0.083815000000000014 -0.070894999999999986 -0.053834999999999994 0.11581500000000002 -0.115685 0.090355000000000005 -0.09386499999999999 0.088035000000000016 0.18936500000000003 0.095090000000000022 -0.086769999999999986 -0.015439999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 12 8 6 -6 -1 9 -3 -11 24 13 -2 15 16 18 -17 19 21 -21 -7 -22 -18 -9 26 27 28 -26 -30
right_child=2 4 -4 -5 5 14 -8 11 -10 10 -12 -13 -14 -15 -16 17 23 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00055501427956658239 -0.0015506261555628027 -0.00097355491453543443 -0.0010821001752739773 -0.0010520884023240962 0.00081771495929369091 -0.0010677862392938307 -0.00052672369468094926 -0.0014098467446161699 -0.0014013646482027755 -0.00020932040331411586 0.0008228424189586338 -0.00070047867323196663 2.0525450870000295e-05 0.0011881304934957249 0.0013306321970550112 0.00040081953484024345 -0.0013622782837846492 -0.0012873721339457759 0.0014968550630727715 0.00073333723240611934 0.00066623284867500896 0.0013239042434895637 -0.0012735907596296751 0.00071407368657598646 0.00092003595198036274 0.0013905803224144185 -0.0011427716273318847 0.00063071281329045653 -0.00059765587087305823 0.00029339151070659306
leaf_weight=2.2520468296133904 0.14702960103750351 0.45653324702289033 0.39363706903532136 0.35365333757363249 0.95220456062816083 1.4675660188659096 0.87905222782865411 0.24724403466097911 0.34829038128373202 1.1856871476047701 1.5416753247263839 1.6502134553738868 0.82847311708610494 2.4777607282157978 0.12738036876544434 0.29132826873683493 1.3065663334273265 2.9815466113504829 0.17199342121602956 0.85507427674019709 0.24220457021147013 0.12963818153366458 0.46248154970817357 0.13663625286426384 0.58483951084781338 0.41287315497174848 0.46112734667258326 1.6872664203401653 2.6264974193763901 1.3957400104263884
leaf_count=155 4 26 24 10 45 336 65 14 62 122 60 135 35 353 4 45 561 1292 7 59 7 5 48 15 44 27 41 83 150 76
internal_value=0 -0.000222702 0.000460627 0.000620146 -0.000426242 -0.000585523 0.000172348 2.07268e-05 2.48643e-05 0.000180881 0.000374122 -0.000111996 0.000791402 0.00103472 -0.000755345 -0.000788373 -0.000549206 -0.0011371 -0.000281938 -0.000378847 0.000127847 -0.000873663 -0.000606863 -0.0011657 1.89607e-05 6.82418e-05 -1.25754e-05 7.02235e-05 -0.000135047 -0.000288457
internal_weight=0 24.8537 4.20055 3.80692 13.5359 10.0037 1.83126 11.3178 3.53219 3.1839 2.72736 9.0658 3.45326 2.62479 8.17242 8.04504 4.77216 3.27287 3.32896 3.15696 1.55976 1.5972 0.704686 1.4432 7.41559 7.16834 6.75547 6.29434 4.60708 4.02224
internal_count=3910 3484 426 402 2759 2489 110 725 270 208 182 570 392 357 2379 2375 1038 1337 462 455 114 341 55 576 435 421 394 353 270 226
is_linear=0
shrinkage=0.00135103


Tree=457
num_leaves=31
num_cat=0
split_feature=2 14 3 38 124 38 1365 1455 130 155 3 42 160 4 2 160 1374 403 4 15 160 4 0 1375 0 4 4 12 160 159
split_gain=0.154776 0.151668 0.167526 0.276636 0.193604 0.221396 0.19106 0.158497 0.162273 0.157804 0.151194 0.162554 0.153089 0.150668 0.147248 0.197212 0.18135 0.165925 0.159504 0.130619 0.129631 0.127894 0.127693 0.138992 0.18084 0.181663 0.152992 0.144885 0.193692 0.145686
threshold=0.16971500000000003 0.078275000000000025 0.30601500000000009 0.13790500000000003 -0.048219999999999992 0.085905000000000023 1.0000000180025095e-35 -1.0000000180025095e-35 0.079100000000000018 0.088505000000000014 -0.15464999999999998 0.091145000000000018 -0.40446999999999994 -0.51381999999999983 0.089910000000000004 0.087825000000000014 0.085040000000000018 -1.0000000180025095e-35 -0.083329999999999987 0.17176000000000005 0.11220500000000001 -0.14301 -0.017269999999999997 -1.0000000180025095e-35 -0.19631499999999999 -0.078484999999999985 -0.077679999999999985 0.097345000000000015 0.086620000000000016 -0.21685999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 10 11 -9 -12 -14 15 17 19 21 -19 -16 -10 -15 23 -20 -25 -26 -27 28 29 -28
right_child=-2 -3 3 -5 6 -7 -8 8 20 -11 12 -13 13 14 16 -17 -18 18 22 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0019638576949554975 0.0029734509095494278 -0.0025130618936115576 0.0035739628502376043 -0.0036143137425727208 -0.0035734170887665793 -0.003567633156222794 -0.0035934767268936147 0.0022579047859019631 -0.0035954731771513674 -0.0030532496755206894 -0.0035639836550407119 -0.0012779255630487401 -0.0036612787238720721 0.0036158809949248757 0.00069059874779824905 -0.0032004183084257572 -0.0029688899530640749 0.0015567243843337129 -0.003579428552295017 -0.0017063091421570709 0.0026588603570722865 -0.0035201576078586062 0.0034622903832057703 0.0021654855616211584 -0.0036425659753594967 0.0033793589570216358 0.0020985920988515925 0.00079877040110661892 0.003909700994944542 -0.0020706952561090849
leaf_weight=0.83811915660043546 0.20052828387997657 0.33902429441514037 0.33115678200556509 0.084762145765125751 0.17783539971423046 0.10235092429502402 0.21984593852539625 0.65042209270176599 0.27782308036330583 0.22513845938374366 0.16573550216707289 0.21911773466854356 0.1489140266494261 0.035533297806978226 4.1149391754806857 0.32533647445234226 0.19570578436832864 0.60931568773957101 0.18281197163740515 0.30805105043691572 0.049167837656568736 0.29040376967894355 0.10174408895552112 0.31048837173147115 0.24029991152200647 0.1280021471102285 0.11698753319795852 0.60755916600464854 0.083985396428033599 1.089988575338839
leaf_count=240 96 117 121 6 186 30 67 99 377 199 195 23 22 2 712 103 30 102 79 33 21 470 21 20 95 15 27 72 2 328
internal_value=0 -0.000170564 -0.000105637 0.00210903 -0.000183595 0.00136187 -0.000317245 -0.000249648 -0.000193233 -0.000113927 -4.72541e-05 0.0013669 -0.000183042 -0.000120011 -5.96824e-05 -0.000547442 0.000375672 -0.000320136 -9.27091e-05 0.00052366 -0.00265504 -0.00274219 -0.000443887 -0.000587878 -0.000375683 -0.000723749 -0.000377643 -0.000630948 -0.00130381 -0.00166658
internal_weight=0 12.5706 12.2315 0.415919 11.8156 0.94047 10.8752 10.6553 10.4775 10.1505 9.92534 0.86954 9.0558 8.89007 8.74115 4.12246 4.6187 3.79712 3.47118 4.42299 0.326991 0.325937 2.86187 2.76012 2.57731 2.26682 2.02652 1.89852 1.29096 1.20698
internal_count=3910 3814 3697 127 3570 270 3300 3233 3047 2649 2450 122 2328 2133 2111 1336 775 1233 761 745 398 472 659 638 559 539 444 429 357 355
is_linear=0
shrinkage=0.00355046


Tree=458
num_leaves=31
num_cat=0
split_feature=1213 475 158 31 1338 4 1348 52 1456 2 15 1 4 123 128 159 13 13 132 15 457 51 148 3 15 2 0 0 16 2
split_gain=0.146956 0.159179 0.147761 0.164897 0.144638 0.175364 0.167126 0.18223 0.169301 0.164342 0.189065 0.283957 0.210899 0.183959 0.165746 0.154995 0.149024 0.19611 0.259986 0.239369 0.223444 0.211617 0.201085 0.169128 0.16697 0.153232 0.145594 0.218552 0.21166 0.186048
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.11034000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.51224500000000017 0.084895000000000012 0.18936500000000003 1.0000000180025095e-35 0.097940000000000013 -0.11739999999999999 0.12446500000000001 0.24280000000000004 1.0000000180025095e-35 0.086435000000000012 0.09141500000000001 -0.5337599999999999 -0.089189999999999978 0.084925000000000014 -0.074174999999999977 -0.23224999999999998 0.093005000000000018 -0.11174999999999997 -0.5217799999999998 -0.14868999999999996 0.11339500000000001 -0.077944999999999987 -0.082604999999999998 0.070590000000000014 -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 9 10 11 -5 14 16 15 26 -11 25 19 21 -21 24 -22 -24 -19 -18 27 29 -28 -12
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 13 12 -13 -14 -15 -16 -17 17 18 -20 20 22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0035803341526229513 0.0036112294169424798 -0.0029152738014830482 -0.0030922312756737902 -0.0031216897215059171 -0.0036028603777644563 0.0035554085087761774 0.0027501852444728292 -0.0017670348197147241 -0.0029764924815611181 -0.0031443354135202084 -0.0035732579282786768 0.003558227911956298 0.0028537512884119699 0.0028216132494625411 -0.0036158318492218798 -0.002891327204004025 0.0031999248688084235 0.0011393914000002189 0.0027910425518442362 0.0033441643695469683 0.0023915212476801804 0.0031906069391359807 0.0010871159047928943 -0.0030884450554887585 -0.0028503699003471559 0.00046787670471853531 0.0025806091457795215 -0.0031874637699191156 -0.0002434558600104206 0.00014035197729139664
leaf_weight=0.053542954847216606 0.15631533773557293 0.38471841031423437 0.19442929865908887 0.53311241748450999 0.14011429998208846 0.17075371858663935 0.25964702072087753 0.77316088219959134 0.23107025159333794 0.14429688488598946 0.17894249581149102 0.093132820620667189 0.28911283839261148 0.42647489107912395 0.17553625704749709 0.23973050546919683 0.50399975734762914 0.33518145146081224 0.34926776358042833 0.10772624751553039 0.1172411759616816 0.32113869379099924 0.14082173351198513 0.85221169739088143 0.21418933323730116 0.51928541416418739 0.59008228570747545 0.31297928078856818 0.75201795923203463 2.7670817582766163
leaf_count=4 110 588 134 132 23 125 67 423 231 7 36 28 26 120 115 100 30 52 65 4 16 21 6 238 89 100 182 200 96 542
internal_value=0 -0.0021217 -4.04593e-05 1.0278e-05 -3.85059e-05 5.30958e-06 -4.86825e-05 -0.000114942 1.0353e-05 7.96225e-05 -0.00029411 -0.00212828 -7.76096e-05 0.000629466 -0.000246555 -0.00012438 0.000370159 0.000516684 -2.76678e-05 -0.000499049 -0.00150926 0.00091442 -0.00198017 -0.00249631 -0.000416141 0.0018135 1.97857e-05 -0.000383139 0.000998203 -8.52139e-05
internal_weight=0 0.438261 11.8891 11.6946 11.5383 11.3982 11.2274 10.9678 10.1946 9.96356 5.93173 0.626245 5.30548 4.03184 5.01637 4.84083 3.60536 3.46106 2.43778 2.08851 1.218 0.870509 1.11027 0.993033 0.549371 1.02329 4.6011 3.259 1.3421 2.94602
internal_count=3910 592 3318 3184 3074 3051 2926 2859 2436 2205 1457 160 1297 748 1271 1156 628 621 491 426 264 162 260 244 141 130 1056 778 278 578
is_linear=0
shrinkage=0.00352966


Tree=459
num_leaves=31
num_cat=0
split_feature=1 12 40 42 0 4 52 52 1 42 151 16 4 13 47 42 2 132 39 9 43 3 4 4 160 160 1212 48 4 11
split_gain=1.04096 0.561105 0.583165 0.45666 0.509788 0.667972 0.588507 0.580758 0.496414 0.677993 0.424109 0.416364 0.394603 0.466085 0.384609 0.401693 0.3823 0.429435 0.37954 0.365571 0.363872 0.35667 0.417469 0.901668 0.362505 0.418999 0.349532 0.347995 0.60816 0.372059
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.091955000000000023 -0.060094999999999989 -0.49837999999999999 0.10433000000000002 0.11262000000000001 1.0000000180025095e-35 0.091485000000000025 -0.40391999999999995 -0.072804999999999981 0.11205000000000001 0.41346500000000003 0.096475000000000019 -0.097204999999999986 1.0000000180025095e-35 0.082280000000000006 0.16168500000000002 -0.016839999999999997 -0.079109999999999986 0.11476000000000001 -0.083329999999999987 -0.08422499999999998 0.084835000000000008 0.093550000000000008 -0.50114499999999984 0.085790000000000019 0.0057500000000000008 0.077165000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -7 9 21 -3 14 13 -5 15 -12 17 19 -13 -10 -14 22 23 -1 -24 -26 -21 29 -29 -18
right_child=1 10 -4 12 5 7 -8 -9 16 -11 11 18 20 -15 -16 -17 27 -19 -20 26 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0013264957048497307 0.0011444894076981468 -0.0012935371844355712 -0.0013537684450382601 -0.0013149058330470019 -0.001374400614439864 0.00073006969390524909 0.00069207637272904903 -0.00081132828022317468 0.0014794379384199959 0.001179926837856806 -0.0010630900497584431 -0.0002415096448352883 0.0012371458329588794 0.0015060578305081138 -0.00013924769986785738 0.00088591368852310854 0.00066004712285352605 0.00092735464717856597 0.0012229377056766845 0.0010177672250754435 -0.00089076620070996176 0.00015977869108751825 -0.0013385111319195399 0.0011572147972122681 8.6455558184343864e-05 -0.0013327712146005213 -0.0011866793004672949 -0.0012213932789036082 0.00040259609307049556 -0.00061811747501972251
leaf_weight=0.51452200170024298 1.5958056519157242 0.37627251027151842 0.18116283975541581 1.6971428385004395 0.75043999042827614 2.6262816810049148 0.3527626118157059 0.5079319379874504 0.11137066723313171 0.34131172491470341 0.19908136455342207 4.2073554496746519 0.26690422394312918 0.10850165039300907 1.2888574351090936 2.4515469587640815 2.1328957383520906 0.28241925092879672 0.33250352274626482 0.13720406615175296 0.2941141198389231 0.68552472675219167 2.6059270747937262 0.50361779116793115 0.84665104490704812 0.63303347138571553 1.436140939069446 0.75406132987700381 0.85881216928828508 0.4871048160130157
leaf_count=295 301 23 8 544 91 124 11 19 5 18 6 366 13 1 51 218 104 22 14 9 27 15 924 43 44 149 343 42 26 54
internal_value=0 0.000213087 0.000889791 -0.000302853 -0.000225402 0.000169443 -0.000713619 0.00048027 -0.000361091 -0.000627349 7.73e-05 0.000138131 -0.000845055 -0.00114539 0.000452025 0.000739529 -9.78153e-05 -0.00057847 -0.000134252 -0.0008309 0.000121587 -0.000733898 -0.000853935 -9.79406e-05 -0.00104233 -0.000520713 -0.00099444 0.000125558 -0.000356662 0.000422414
internal_weight=0 10.6326 1.77697 18.9347 16.568 4.23742 1.1032 3.13421 12.3306 6.13059 8.85562 8.47934 2.36666 1.80564 3.93949 2.65063 6.20001 1.96713 4.53986 1.68472 0.561018 5.78928 5.10375 1.01814 4.08561 1.47968 1.57335 4.23287 1.61287 2.62
internal_count=3910 987 309 2923 2338 245 102 143 2093 1488 678 655 585 545 275 224 605 379 380 357 40 1470 1455 338 1117 193 352 226 68 158
is_linear=0
shrinkage=0.00131955


Tree=460
num_leaves=31
num_cat=0
split_feature=1 0 12 12 15 4 42 52 12 40 3 13 402 15 0 16 52 151 0 50 52 0 47 4 49 0 15 159 2 457
split_gain=0.726202 0.436461 0.654306 0.527179 0.597195 0.458633 0.540892 0.460737 0.428407 0.568728 0.419651 0.400941 0.387772 0.355067 0.494744 0.482247 0.351254 0.348008 0.342668 0.309564 0.321279 0.366296 0.316657 0.366413 0.301034 0.269366 0.417159 0.396307 0.326222 0.260431
threshold=0.10113500000000002 -0.070894999999999986 0.086935000000000012 0.086765000000000023 0.084050000000000014 -0.49837999999999999 0.09901500000000002 0.10433000000000002 -0.071274999999999991 0.34489500000000001 0.16699000000000003 -0.09547499999999999 -0.50199999999999989 0.083935000000000023 -0.11524 -0.013279999999999998 0.11401500000000002 -0.40391999999999995 -0.10943499999999999 0.14262000000000002 -0.42985499999999993 -0.017269999999999997 0.11603500000000001 -0.045299999999999993 -0.18178499999999997 0.047345000000000005 0.099325000000000011 0.092630000000000018 0.10045500000000002 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 -3 9 -2 17 18 -13 14 15 29 25 -10 -4 20 -19 22 23 -22 -14 26 27 28 -7 -1
right_child=8 5 11 -5 -6 6 -8 -9 10 -11 -12 12 24 -15 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011926182121948317 0.0011925224010055882 -0.0014410252553832728 -0.0010127241655417045 0.0014301646014501387 -0.0014329582032347433 0.0012526085990461774 -0.0014685259227189204 0.0003505194537273223 -0.0014562853333113196 -0.0014555572518983183 0.00099577391897073711 0.00089980643305553833 0.00016503563474268268 0.0017661311837612378 -0.00066745715769585322 0.0011546582236323932 -0.00084505676267698706 -0.0014256755738223156 0.00069125328183412295 -0.0014472857166321954 -0.00095489121232112122 0.0010822944903932687 -0.00061257887957850044 0.00036119672122531877 -0.0014116108218826275 0.0010457836653275086 -0.0015368007555637321 -0.001180838765484608 -0.0004989965174834834 4.9787987825339128e-05
leaf_weight=0.38860064232722002 1.4090271971654145 0.69149453670252092 0.43509166082367301 0.3866457272961269 0.78404016519198183 0.90743431751616677 0.31440587359247718 0.49252480122959241 0.32798238471150387 0.18370751477777947 0.89621760381851334 0.17613382427953439 0.26769186300225944 0.19305810236255627 2.5230069931421917 0.75468809437006656 0.36588251029024821 0.26575444603804488 0.51808119611814918 0.27038610051386047 0.47706055163871397 0.763134622015058 1.1840381119400261 3.8039449947536923 2.5955663236381867 1.5370048233307896 0.2321539073018356 0.23223185847746197 0.2784343805979006 2.6007689943071455
leaf_count=19 301 98 54 25 312 37 140 19 22 8 96 26 15 9 500 30 44 113 51 23 35 79 74 236 1200 64 31 19 85 145
internal_value=0 -0.000272296 -0.000423275 -0.000180338 -0.000266296 7.5099e-05 0.000311099 -0.000695784 0.000216729 0.00088709 8.30742e-05 -0.000887592 -0.0011388 -0.000124702 -0.00018295 0.000143545 0.000468572 -3.2259e-05 -8.65557e-05 3.6788e-05 9.858e-05 0.000163619 3.53364e-05 0.000214536 -0.00126421 0.00061937 0.00022222 0.000510185 0.000841343 -0.000111718
internal_weight=0 16.6749 11.6234 7.63081 7.24416 5.05157 3.86755 1.18402 9.58125 1.59273 7.98852 3.99256 3.03939 6.46012 6.26706 3.74406 3.55314 7.0923 0.953173 6.76432 6.49393 6.22818 5.46504 4.28101 2.86326 3.18726 1.65025 1.4181 1.18587 2.98937
internal_count=3910 2923 2386 1040 1015 537 420 117 987 309 678 1346 1241 703 694 194 280 582 105 560 537 424 345 271 1215 236 172 141 122 164
is_linear=0
shrinkage=0.00141557


Tree=461
num_leaves=31
num_cat=0
split_feature=1 0 2 15 4 47 48 1425 4 4 11 50 150 14 4 42 51 52 50 3 16 16 2 42 43 159 4 0 0 15
split_gain=0.142911 0.281308 0.168353 0.170747 0.1836 0.173221 0.179139 0.1711 0.197517 0.348532 0.230274 0.227648 0.183696 0.204681 0.172498 0.160666 0.156714 0.158925 0.153263 0.150696 0.148479 0.170898 0.169138 0.133183 0.157573 0.139945 0.149608 0.197591 0.216493 0.191056
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.090505000000000016 0.22584000000000001 0.087850000000000025 0.12862000000000004 1.0000000180025095e-35 0.0057500000000000008 -1.0000000180025095e-35 0.08184000000000001 0.11901000000000002 0.087235000000000021 0.077685000000000018 -0.23071499999999998 -0.089744999999999978 -0.031524999999999991 0.11401500000000002 0.088425000000000017 -0.078884999999999997 -0.50763499999999995 0.0015250000000000001 0.087005000000000013 0.091955000000000023 -0.24333999999999997 0.10519500000000001 -0.52333999999999992 -0.060094999999999989 -0.082994999999999985 -0.069904999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 6 7 8 9 10 12 -10 13 14 -2 -3 -17 23 -16 -20 -1 -22 -23 25 -25 26 -18 28 -28 -30
right_child=2 15 -4 4 -6 -7 -8 -9 11 -11 -12 -13 -14 -15 18 16 17 -19 19 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00036946292868758043 -0.0015643751988147732 -0.0031883878503888253 0.0030139823685564381 -0.0031864704221920398 0.0015479142539589481 -0.00073934857984606149 -0.0023661896063610888 -0.0042169712657913515 0.002382216404135557 -0.0031873858552342294 -0.0033695461781724665 -0.0029537419558910028 -0.0018594793697540833 -0.0036119607782797002 0.0029499723701330678 -0.0039987178983207717 -0.0041150682064689335 -0.0028664273954659013 -0.003990496745379382 0.001845791510419591 -0.0036485016025960995 0.0024002687466935968 -0.004009016181610211 0.001060567171654124 -0.0040353983045806115 -0.002807774143216998 0.0023298496509865031 0.003009023024623165 0.0019459699625659769 -0.0040082884156246099
leaf_weight=0.29647211916744698 0.19755544846702822 0.227544473629678 0.32023145080893289 0.46971593512716925 0.17884005536325276 1.9945025716588132 0.29383483383571718 0.10371910406684026 1.6625514518236739 0.39233048830647099 0.18834748612425745 0.13683428592048574 0.27104898092511565 0.11099663341883559 1.3422676426853288 0.12778489173797503 0.071045523043722913 0.20168028611078614 0.10625569093826925 0.20478835453104682 0.87318261775362749 0.16988364407006884 0.10556399481720291 0.20593040494713932 0.17965255735907693 0.12547395585715992 0.39585937387892134 0.9287155731872172 0.13211076465086191 0.24005327327176817
leaf_count=44 74 203 140 318 8 351 14 43 368 82 80 13 69 28 195 134 6 166 114 21 854 33 65 7 133 27 43 44 31 202
internal_value=0 -0.000711481 0.000189228 7.10387e-05 -0.00188096 0.000251763 0.000646287 0.000833954 0.00094752 0.00028949 0.000852868 0.00197644 0.00120903 0.00163297 0.00194751 1.61843e-05 0.000295746 0.000516977 0.00236715 -0.000147942 -0.00213944 -0.00278701 -5.60592e-05 0.000816412 -0.00131377 0.00125025 0.00153828 0.00177499 0.00028277 -0.00189465
internal_weight=0 4.28095 7.97382 7.65359 0.648556 7.00503 5.01053 4.7167 4.61298 2.81359 2.42126 1.79939 2.23291 1.96186 1.85087 2.83585 2.60831 2.48052 1.65331 0.311044 1.4451 1.14863 0.275448 2.27884 0.385583 1.89326 1.76778 1.69674 0.768023 0.372164
internal_count=3910 1992 1918 1778 326 1452 1101 1087 1044 663 581 381 501 432 404 996 793 659 330 135 996 952 98 493 140 353 326 320 276 233
is_linear=0
shrinkage=0.00397652


Tree=462
num_leaves=31
num_cat=0
split_feature=31 2 484 403 123 151 16 49 475 123 1 15 15 15 457 150 159 42 51 50 14 52 1446 15 1 44 48 403 160 49
split_gain=0.140443 0.142664 0.205089 0.177306 0.163524 0.152297 0.169376 0.155317 0.137869 0.132787 0.133303 0.214753 0.189964 0.185204 0.272694 0.27324 0.183338 0.182828 0.158377 0.143227 0.131041 0.130634 0.130014 0.124654 0.128217 0.144028 0.122319 0.155983 0.135585 0.118716
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 -1.0000000180025095e-35 0.083905000000000021 -0.40391999999999995 -0.54165499999999989 -0.12164499999999999 -0.086424999999999988 0.097335000000000019 0.13026000000000001 -0.11739999999999999 -0.106555 -0.095799999999999982 0.088020000000000001 0.086420000000000011 0.10276500000000001 -0.09602999999999999 -0.40274499999999996 0.10119500000000002 0.07913000000000002 -0.27466499999999994 0.091660000000000005 0.10363000000000001 0.14000500000000002 0.088980000000000017 0.12862000000000004 0.092300000000000007 0.069910000000000014 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 -4 10 11 -5 -13 29 15 16 17 -15 -12 20 21 -19 23 24 25 26 27 28 -9 -14
right_child=1 4 3 9 -6 6 7 22 -10 -11 18 12 13 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032329857462180525 -0.0032151368696943308 -0.0030957362122316294 0.0033357327484470449 -0.0026050469883574915 0.0023009024131141601 0.0034970094581469966 -0.0019496665218114904 0.00062675384265366708 -0.0030011376963747986 -0.0035807137230886815 -0.00082856739099398231 0.0027791819427530526 0.00062760516789709786 -0.003218673558734658 0.0026065799192132259 -0.0030028055885236065 -0.0036725571662260727 -0.0036210215608963483 0.0036429450530723311 -0.0036239977885071093 -0.00364791041475182 0.00090370602511875419 -0.0036743886113234751 -0.0028865651224015314 0.0037321751733567971 -0.0026508253233766569 -0.0015508927873192678 -0.003332281599576839 0.0026757319836115193 -0.0036347538902223547
leaf_weight=0.16180495836306263 0.34217777766752799 0.18631238432135422 0.049586787936277688 0.4584518579649729 0.48954701074399043 0.19851079612271849 0.43777157540898803 1.9311406771230424 0.46196742715255634 0.14537944985204365 0.17254820419475436 0.29696569079533031 0.11749317939393222 0.18655759449757203 0.47518113818659902 0.43095016345614556 0.16361021669581521 0.085898645313137734 0.25747153557313129 0.1075226023349386 0.090748889226233476 2.6708074148555259 0.10246299165009976 0.13955083530163381 0.16188120473816514 0.18542470864485938 0.29968785900564388 0.10944480561010994 0.53872016711102322 0.31034149196784522
leaf_count=113 472 31 6 113 169 48 57 452 721 16 15 15 12 79 62 136 76 95 50 113 28 559 50 118 63 19 28 34 109 51
internal_value=0 -0.000155025 -0.000490192 -0.000346334 0.000323395 9.77827e-05 0.00024274 7.73553e-05 -0.00238688 -0.000171482 -8.63887e-05 -0.000240644 -2.10437e-05 -0.000200296 2.97013e-05 -0.000298043 5.46247e-05 0.000248735 0.00184872 0.000467644 0.000622149 0.000762716 0.000333207 0.000455206 0.000599751 0.000434277 0.000632977 0.000886719 0.00107367 -0.00246421
internal_weight=0 11.6041 6.82366 6.48148 4.78046 4.29091 4.1046 3.90608 0.511554 5.96993 5.82455 5.39453 4.93608 4.63911 4.21128 3.7361 3.30515 3.14154 0.43002 2.95498 2.84745 2.75671 3.46831 3.36585 3.2263 3.06442 2.87899 2.57931 2.46986 0.427835
internal_count=3910 3797 2619 2147 1178 1009 978 930 727 1420 1404 1339 1226 1211 1148 1086 950 874 65 795 682 654 873 823 705 642 623 595 561 63
is_linear=0
shrinkage=0.00361147


Tree=463
num_leaves=31
num_cat=0
split_feature=1 12 3 40 51 47 50 4 2 3 9 39 3 3 2 376 49 2 11 150 0 52 457 12 16 48 48 1 133 42
split_gain=0.734285 0.429899 0.453166 0.412308 0.512073 0.338789 0.339293 0.396949 0.384197 0.3029 0.290216 0.279242 0.27701 0.367704 0.427336 0.319981 0.300178 0.320597 0.22864 0.288363 0.266741 0.223913 0.268816 0.419155 0.222736 0.356006 0.212784 0.207323 0.205044 0.178666
threshold=0.10113500000000002 -1.0000000180025095e-35 0.16699000000000003 0.34489500000000001 -0.40274499999999996 0.11603500000000001 0.11515000000000002 -0.17479499999999998 0.13345500000000002 -0.17479499999999998 -0.016839999999999997 -0.07137499999999998 -0.115685 0.084925000000000014 0.083795000000000022 0.048695000000000009 -0.085974999999999982 0.089785000000000018 0.08184000000000001 0.083295000000000022 -0.077944999999999987 -0.074484999999999982 -0.070739999999999983 0.090840000000000018 0.23932500000000004 0.092250000000000013 -0.065359999999999988 0.11183500000000002 0.032270000000000007 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 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 5 4 -2 6 7 -3 9 -9 -1 -6 18 15 -15 -14 -16 -18 19 20 -12 27 -23 -24 25 -19 -4 -11 -22 -17
right_child=1 2 26 -5 11 -7 -8 8 -10 21 12 -13 13 14 16 29 17 24 -20 -21 28 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014473530826253889 -0.0014193436190191263 -0.0014050484695574338 -0.00070024194844427081 -0.0014167325578559355 -0.00084330271616746126 -0.00094508147143878359 -0.0014083713907776867 0.0013636647496594425 0.0013940973963844654 -9.5059342888362085e-05 -0.00098880988696566931 0.0011369630243877444 -0.00094455652826311884 0.0011971588222849088 -0.0014299421022227678 -0.00083789236168941195 -0.0010509508296655859 0.00071809722184036846 -0.0010847690714335882 0.0013078302627020106 0.00042396170574493058 -0.001189860501554425 0.00089752690497081579 -0.0003468786882212768 -0.00075497178874053361 -0.00064309269000038978 0.0013902884559984677 -0.0012093502152259951 -0.00069481191798422513 0.00054972726146286489
leaf_weight=0.12755506689427321 0.19565578619949509 0.40227610192960028 0.1176132484106347 0.19914911128580559 0.14900075265904877 1.5347133828327058 0.40791913942666713 0.24864713125862126 0.35315831576008339 0.61008692195173375 0.61977939470671217 1.3637390160874927 8.3746145580953453 0.30512482405174468 0.54949012363795269 0.28918197005987167 0.83227292954688881 1.0000353630166503 0.50301129696890701 0.25722409528680135 1.0228696609847236 0.29040133021771986 0.94019178324379016 1.1174426752841098 0.60716630530077953 0.5684817547444253 0.41917718423064787 0.65113957249559462 0.44278877612669032 0.44343338487669903
leaf_count=17 10 85 10 8 11 99 48 34 60 25 88 335 2405 11 25 15 60 45 67 18 47 13 70 69 44 17 70 40 30 34
internal_value=0 -0.000125335 -0.000281001 0.000453475 0.000671487 -0.00038034 -0.00020773 -0.000101568 2.29518e-05 -0.000102565 -0.000616024 0.000941912 -0.000632666 -0.000717808 -0.00036271 -0.000868413 -0.000496501 -0.000325981 -0.000244612 -6.42158e-05 -0.000233448 -0.000203575 4.71429e-05 0.000221726 -4.86547e-05 0.000224758 0.000932244 -0.00067034 8.597e-05 1.9984e-06
internal_weight=0 9.00031 7.09277 1.90754 1.7084 6.55598 5.02126 4.61334 4.21107 3.85791 15.943 1.51274 15.8155 12.9698 3.86257 9.10723 3.55745 3.00796 2.84567 2.34266 2.08544 3.60926 2.34804 2.05763 2.17568 1.56852 0.53679 1.26123 1.46566 0.732615
internal_count=3910 987 623 364 356 543 444 396 311 251 2923 346 2906 2656 202 2454 191 166 250 183 165 217 152 139 106 62 80 65 77 49
is_linear=0
shrinkage=0.00137344


Tree=464
num_leaves=31
num_cat=0
split_feature=1 151 52 484 0 4 52 12 12 15 474 457 160 4 1212 402 3 156 133 43 2 1375 43 1426 4 133 1447 16 42 39
split_gain=0.136986 0.139255 0.12926 0.136495 0.138115 0.204518 0.258978 0.185059 0.21448 0.218807 0.180414 0.152212 0.151932 0.159011 0.161607 0.160651 0.145513 0.144063 0.143105 0.13234 0.13152 0.147687 0.183688 0.127988 0.169044 0.138555 0.126158 0.140358 0.150987 0.147342
threshold=0.10113500000000002 -0.51118499999999989 0.11401500000000002 -0.0043499999999999988 -0.072559999999999986 -0.49837999999999999 0.10433000000000002 0.086935000000000012 0.086765000000000023 0.084050000000000014 0.084655000000000022 -0.066264999999999991 0.089480000000000018 0.39574000000000004 -0.5172699999999999 -0.50199999999999989 0.16699000000000003 0.082605000000000026 -0.0056849999999999991 -0.18906999999999999 1.0000000180025095e-35 -0.43271999999999994 -0.089949999999999988 -1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 -1.0000000180025095e-35 0.032820000000000009 -0.14127499999999996 0.16168500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 10 11 -5 13 14 -9 -16 -17 18 -13 -4 -20 -22 -23 -3 25 -25 -27 28 -28 -29
right_child=1 23 19 4 5 -7 -8 12 -10 -11 -12 17 -14 -15 15 16 -18 -19 20 -21 21 22 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.0026768541501267637 -0.0031773635340921428 -0.003764976861632509 0.0017075345776853912 -0.0030730890556841485 -0.0035826122650565086 0.0012455793588576256 0.0018257826922442137 0.0028070056641281375 0.003576703365115091 -0.0035733805871501932 0.0025975027409310481 -0.0025553911459711945 0.0015066018885393213 0.0035728018247074499 0.0027103732082497728 -0.0035733751445680031 0.0012353321421444583 -0.0035750292864282396 -0.0018856911669271332 -0.0027220392299236187 -0.0018820084923610102 -0.001715214232357718 0.0019737821500973377 -0.0035919640447327019 0.0031475932561737365 -0.002862854171235251 -0.002276894793674144 -0.0010489094798562814 0.0012762231624269956 0.0028266536097410959
leaf_weight=0.28526304168553895 0.13447522470960382 0.087106048638815881 0.10155931059853174 0.2285957574495131 0.2810875757713801 1.4972617674357023 0.1837808582931757 0.069732206662592389 0.19244823116605392 0.23349055752623815 0.29861901853291772 0.20776428389945278 0.16810859518591303 0.058797074481844791 0.06297804434143417 0.86193304267726567 0.086949941702187061 0.13418930586340128 0.23813394086027795 0.50858800617424993 0.19971360289491902 0.20101490933302746 1.0776425175208673 0.10741930664517019 0.29737983235099807 0.13578494047396894 0.16005292267073068 0.87038095136813332 2.4159850982978233 0.14341013878583908
leaf_count=442 21 38 33 43 75 323 5 23 16 212 57 109 51 9 24 801 4 71 46 433 12 53 81 26 207 37 11 192 441 14
internal_value=0 0.000371681 -0.000424944 -0.000280033 -0.000171199 0.000608254 -0.00144446 -0.000525215 -4.18923e-05 -0.000288913 7.67965e-06 -0.000330472 -0.00163762 -0.00210112 -0.00240956 -0.00276906 -0.00313273 -2.58988e-05 0.000221601 -0.00198473 0.000557725 0.000951307 0.00139384 0.000484842 0.000574467 0.000374835 0.000489208 0.000615999 0.00105546 -0.000500675
internal_weight=0 4.35199 7.17765 6.5675 6.28224 1.96213 0.464868 4.32011 3.01161 2.81916 2.58567 2.28705 1.3085 1.14039 1.08159 1.01186 0.948883 2.05846 1.92427 0.610147 1.7165 1.47837 1.27866 4.21752 4.13041 3.83303 3.72561 3.58983 2.57604 1.01379
internal_count=3910 987 2923 2457 2015 403 80 1612 700 684 472 415 912 861 852 829 805 372 301 466 192 146 134 966 928 721 695 658 452 206
is_linear=0
shrinkage=0.00354277


Tree=465
num_leaves=31
num_cat=0
split_feature=1 0 2 133 2 4 52 15 1 0 47 44 124 50 48 16 14 2 128 2 42 51 1 16 52 48 48 151 42 13
split_gain=0.132787 0.234816 0.139517 0.136816 0.178126 0.140314 0.154123 0.135977 0.165904 0.170595 0.140996 0.167044 0.169071 0.148857 0.154744 0.229272 0.16154 0.200713 0.13204 0.166219 0.128651 0.136915 0.127969 0.183783 0.125152 0.124891 0.265627 0.173518 0.123124 0.12984
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.084285000000000013 1.0000000180025095e-35 0.0021050000000000005 0.048695000000000009 0.090505000000000016 0.11026000000000001 -0.10303999999999998 0.09252500000000001 1.0000000180025095e-35 -0.079729999999999981 0.11772500000000001 0.084500000000000006 0.081265000000000018 0.077685000000000018 1.0000000180025095e-35 0.086435000000000012 -0.13811499999999996 -0.089744999999999978 -0.031524999999999991 0.10786000000000001 -0.54165499999999989 0.11401500000000002 0.093225000000000016 0.12862000000000004 -0.087654999999999983 0.091955000000000023 0.41346500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 10 -9 -10 11 12 -2 14 15 16 17 18 19 -14 -3 -22 23 -12 28 27 -27 -16 -23 -30
right_child=2 20 -4 5 -6 6 -8 8 9 -11 22 -13 13 -15 25 -17 -18 -19 -20 -21 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.003718304810090473 0.0027467650145772205 -0.00282971728322216 0.0026717759314613346 -0.0036663249142545886 -0.0037015548273030591 0.0012851913299789983 -0.0037018144170374006 -0.0036806637218658469 0.0034454448296863506 -0.0021078164671892237 0.0032005619858304938 -0.0033227469994493567 0.0036875974894382568 -0.0032670459012207106 0.0020669165423081218 -0.0019573135019170431 -0.0031797868104543716 0.0026859299724892064 -0.003723357788093096 -0.00019473405310812891 -0.0036714553293932511 0.0010784186763280208 -8.1886376325173045e-05 -0.0033618238102337966 -0.0024909947311028925 0.0026817097487392754 -0.0019389753317824705 -0.0020785620393003494 -0.0021850224007527114 0.0038822480049750491
leaf_weight=0.046614388993475808 0.46649494383018453 0.20187567736866219 0.28551912623515807 0.16694204616942443 0.58589096620198688 0.38429774715041276 0.10538312147764373 0.27559959040081583 0.12779087608214468 0.17482117313193157 0.067055386025458574 0.1448148182244039 0.20358429264160849 0.14065631049743377 0.16724001918919384 0.28344756699516427 0.09269061853410665 1.2308744280162498 0.093722638288454618 0.53115899510885478 0.11542785122583232 1.6980204269057142 1.2085545215813907 0.3780445247539318 0.18255256187694602 0.41062271554255858 0.27874334872467443 0.69364735261478905 0.30913661418890104 0.055526647716760635
leaf_count=2 180 203 140 300 560 73 61 280 10 36 5 29 57 37 20 172 44 208 59 201 134 353 163 136 166 47 14 80 139 1
internal_value=0 -0.0006704 0.000168855 -0.00194213 -0.00315473 -0.000774077 0.000211949 6.63187e-05 -0.00163017 0.000237286 0.000219796 0.00054036 0.000662165 0.000426498 0.000556843 0.00113113 0.00153792 0.00175026 0.00036011 0.000880991 -3.06345e-05 0.000208733 -0.000698615 -0.00237318 0.000408214 -0.000345378 0.000813348 -0.00127324 0.000664801 -0.00126117
internal_weight=0 3.85167 7.25508 1.28913 0.632505 0.656623 0.489681 6.96956 0.578212 0.302612 6.39135 4.7377 4.59288 4.12639 3.98573 2.43548 2.15203 2.05934 0.828466 0.734743 2.56254 2.36066 1.65365 0.4451 2.24524 1.55025 0.689366 0.860887 2.06268 0.364663
internal_count=3910 1992 1918 996 562 434 134 1778 326 46 1452 1148 1119 939 902 741 569 525 317 258 996 793 304 141 659 161 61 100 493 140
is_linear=0
shrinkage=0.00365316


Tree=466
num_leaves=31
num_cat=0
split_feature=31 1456 1213 1425 4 11 1374 1 0 43 43 42 13 52 2 42 0 49 15 12 1212 160 16 50 9 484 151 133 475 43
split_gain=0.127766 0.120111 0.122656 0.12093 0.149716 0.154826 0.125864 0.135225 0.142185 0.140903 0.137662 0.19634 0.166395 0.162933 0.161304 0.178514 0.16941 0.186395 0.140179 0.132798 0.20095 0.141956 0.132683 0.13005 0.139542 0.140812 0.119396 0.115622 0.114527 0.112722
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.098580000000000015 0.10113500000000002 -0.017269999999999997 -0.27619499999999997 -0.15648499999999999 0.091955000000000023 0.17936000000000002 0.11401500000000002 0.089910000000000004 -0.088249999999999981 0.047345000000000005 -0.085974999999999982 -0.098459999999999978 0.086935000000000012 -0.50114499999999984 0.087260000000000018 0.25185000000000007 0.087260000000000018 0.082325000000000023 0.087495000000000017 -0.035524999999999994 -0.090054999999999982 -0.086004999999999984 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 28 4 5 6 7 10 9 -9 12 13 -4 14 18 -16 17 -17 -12 21 -21 23 -14 24 25 27 -2 -20 -3 -19
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 11 -13 22 -15 15 16 -18 29 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032225386861838806 0.00063317146684474805 0.0036860254327946295 0.0026719333054725566 -0.0038205271411093406 0.002684855147997719 -0.0021603092154551971 -0.0034478275199016826 -0.0031332757833986481 0.0035197481613967363 0.00068897719998234298 -0.0036956461772197579 -0.0029176664369425561 -0.0036972274442176158 -0.0027500055253440073 -0.0032706625649625365 -0.0021667439613180586 0.0025911192863821296 -0.0015417555088704676 -0.0029311173074603341 0.0038817811157489152 -0.0035919259133730033 -0.0028615066475926663 0.0013973191090789123 -0.003778220558324271 -0.0032992004031550315 -0.0030481753470702412 -0.00366913154810145 0.0020828942748603676 -0.0029138255289260116 0.0013287762073317551
leaf_weight=0.15041526806453376 0.13130853771872353 0.039314588531851768 0.43944576273497027 0.10966956744232526 0.27498127898434255 0.43930429979809638 0.13424999688868489 0.13471024401951659 0.22510918827902049 2.7140469417354325 0.20240721612935231 0.38986690268939117 0.12620252382475883 0.31636196815816209 0.14931256467389209 0.33421862713294137 0.55825578163785383 0.21638571092626113 0.066084183374180094 0.056625418365001678 0.30975007519373332 0.1929994602469377 0.1475758068554569 0.086905716801993438 0.097668977396097034 0.091108389387954958 0.24786377501004331 0.82804966038021943 0.31794766869642899 1.146839455024746
leaf_count=113 41 4 61 91 167 104 33 13 81 453 99 373 77 194 57 27 52 97 34 1 282 64 14 59 32 53 328 172 551 183
internal_value=0 -0.000163434 -8.80964e-05 -1.14673e-05 3.16943e-05 -4.58907e-05 5.77298e-05 0.000111028 0.000728776 0.000508233 -0.000218863 -0.000431021 0.0012812 -0.000222668 -3.8295e-05 0.000592209 0.000847906 0.000274597 -0.000823328 -0.000487115 -0.00243682 3.7039e-05 -0.000951094 0.000515249 0.000859808 0.0012721 -0.00217923 0.00171232 -0.00218755 0.000873135
internal_weight=0 10.5246 10.1454 9.78814 9.67847 9.40348 8.96418 8.82993 3.07387 2.84876 5.75606 5.04284 0.713224 4.65297 4.33661 2.40501 2.2557 1.69744 1.9316 1.72919 0.366375 1.36282 0.273778 1.16982 1.08291 0.985242 0.379172 0.894134 0.357262 1.36323
internal_count=3910 3797 3428 2873 2782 2615 2511 2478 547 466 1931 1779 152 1406 1212 416 359 307 796 697 283 414 91 350 291 259 369 206 555 280
is_linear=0
shrinkage=0.00364788


Tree=467
num_leaves=31
num_cat=0
split_feature=158 31 1429 401 1338 1 0 159 482 133 2 12 12 1348 14 1374 457 2 457 16 0 124 39 131 1 11 151 15 42 51
split_gain=0.122001 0.138702 0.117569 0.116376 0.117827 0.132928 0.205533 0.174664 0.13021 0.1273 0.151869 0.12098 0.154631 0.118373 0.144216 0.122015 0.162685 0.112138 0.135629 0.174685 0.145522 0.130333 0.126431 0.150451 0.143704 0.118481 0.130851 0.109742 0.10696 0.11076
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10072000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 0.092060000000000017 0.084285000000000013 1.0000000180025095e-35 0.085185000000000025 0.086935000000000012 0.084620000000000015 0.088250000000000009 -0.095439999999999983 0.041935000000000007 0.11542500000000001 -0.068769999999999984 -0.11180499999999999 -0.13027499999999997 -0.43954999999999994 0.16168500000000002 0.097135000000000013 0.088495000000000018 -0.079069999999999988 -0.082314999999999985 -0.11739999999999999 -0.089744999999999978 -0.031524999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 10 -4 -11 -13 14 15 -7 17 18 -17 20 -20 -19 23 24 -21 -26 -27 -22 -8 -30
right_child=-2 2 3 -5 -6 7 28 -9 -10 11 -12 12 -14 -15 -16 16 -18 21 19 22 27 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0033997712706466984 -0.0029210379214728108 -0.0025097393876655737 0.0033488141916695755 -0.0030730381205993848 -0.0033865848642549478 -0.0015065236071610806 -0.0024397929160028899 0.0020129717971289285 -0.0033305835502390837 -0.0033463029023164739 -0.0033694683535249715 0.0022661690181752523 -0.0016361958193168065 0.0027686850404795597 -0.0032237166995999207 -0.0024596354643389921 0.0019299649837035877 -0.0033766046119504357 0.0025815180721284327 0.00015616675395488963 -0.0019806426155437643 0.0014170552874943388 0.0034724447507058945 0.0015236373085255625 0.0029502727320653032 0.0028944666700961288 -0.0028174701586721699 0.00096611771420081639 -0.0033458566537214107 0.00044098504581073755
leaf_weight=0.12736507895897098 0.16735557819629399 0.21929064982031832 0.040436971001322375 0.13868980135157549 0.11264735738223031 0.41739836137276132 0.17290647269328507 0.61836260849668168 0.1169782016731914 0.13626512544578873 0.48488925582205411 0.21634685613025795 0.23496761425121804 0.19501047565427132 0.13880212121875946 0.2684152363654001 0.64159411015862122 0.067504600621759892 0.42258965442306362 0.4607057862813233 0.20001300967123825 0.92552776550292026 0.077640138566493877 0.24242551736824669 0.047400762327015955 0.047350081702462132 0.73620367657349439 0.46872747599263698 0.089402329944278658 2.0566081442411859
leaf_count=110 167 179 2 193 23 24 178 260 68 182 500 62 146 40 34 59 105 6 58 138 33 218 2 70 6 14 329 52 97 555
internal_value=0 -5.39425e-05 -9.79523e-05 -4.38512e-05 -2.57523e-07 3.97931e-05 -0.000484469 0.000335096 0.000145567 -0.00166102 -0.00285233 -0.000595934 0.000234483 0.000221469 0.000125246 0.00021778 0.000374034 0.00012223 -0.000201586 2.26401e-05 0.00105157 0.00109119 -0.00067407 -0.000883926 -0.00133579 -0.00216297 -0.0024723 8.47737e-05 8.01883e-05 0.000283226
internal_weight=0 10.1225 9.9951 9.77581 9.63712 9.52447 3.43182 6.09265 5.47429 1.11291 0.525326 0.58758 0.451314 5.35731 5.1623 5.0235 4.6061 3.9645 2.97147 2.70306 1.09133 0.993032 1.61173 1.53409 1.29166 0.830955 0.783554 0.66874 2.31892 2.14601
internal_count=3910 3743 3633 3454 3261 3238 1722 1516 1256 892 502 390 208 1188 1148 1114 1090 985 761 702 143 224 559 557 487 349 343 85 830 652
is_linear=0
shrinkage=0.00333058


Tree=468
num_leaves=31
num_cat=0
split_feature=453 1348 1456 31 14 1444 3 38 124 38 1456 3 1213 11 15 1365 4 130 49 42 15 133 13 0 13 39 13 13 2 43
split_gain=0.117635 0.127215 0.155272 0.123698 0.129057 0.123015 0.116294 0.1996 0.123088 0.164378 0.139549 0.138081 0.174434 0.12521 0.13417 0.124186 0.126118 0.125498 0.132847 0.159971 0.223989 0.11486 0.137597 0.15538 0.166611 0.161855 0.14246 0.199594 0.136319 0.145202
threshold=0.096095000000000014 0.090260000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.078275000000000025 -0.10662999999999999 0.30601500000000009 0.13790500000000003 -0.048219999999999992 0.085905000000000023 1.0000000180025095e-35 -0.12008499999999998 -1.0000000180025095e-35 0.088160000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.51381999999999983 1.0000000180025095e-35 -0.085974999999999982 0.084685000000000024 0.041585000000000004 -0.24098999999999995 -0.094679999999999986 -0.053834999999999994 -0.084184999999999996 0.16168500000000002 -0.083514999999999992 -0.075169999999999987 -1.0000000180025095e-35 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 5 -4 6 -1 8 -8 9 -5 11 13 -13 14 -10 16 -14 18 19 -18 -21 -20 -23 24 -24 -25 -26 -28 -29 -30
right_child=-2 -3 3 4 -6 -7 7 -9 10 -11 -12 12 15 -15 -16 -17 17 -19 21 20 -22 22 23 25 26 -27 27 28 29 -31
leaf_value=0.0034069388453825994 -0.002605311050653634 0.0031131590943552345 0.0034118119571956164 0.0019356101496739761 -0.0026538299323072135 -0.0031482346079189098 0.0033665740550022139 -0.0033912816542750182 0.00299309099238448 -0.0033869706932554288 -0.0028185175862298815 -0.0033573913376698477 -0.0034412696126816912 -0.00099342478392234384 0.00053304848601582421 -0.0033891207753213829 -0.0023491603052370261 -0.0032013492095456296 -0.0031880241139679751 -0.0033903289565787652 0.0024829830284529087 0.0014887398655470776 -0.0028877014823156075 -0.0027402320633613895 0.0032047345741003414 0.0022202145018539593 -0.0030636497436670306 -0.0027448276846405921 0.00080972957760343212 -0.0033713823723374651
leaf_weight=0.036274941245210357 0.20529068366158831 0.14117300070938732 0.11696167435729243 0.57698933155915444 0.20941400730953397 0.28018402352608518 0.24734057619934979 0.061156677082180977 0.37663532141596068 0.073372247541556135 0.21875390849163512 0.20505836996379834 0.12745306893338515 0.3257510548501158 0.73234843658428239 0.13538218223766296 0.53069578010762963 0.14044629492491356 0.10851540886505429 0.10703862298396416 0.22804066987009719 0.88442802608187232 0.17711021459035237 0.38008142058975858 0.19755514243297101 0.091575584548991174 0.18899975133899349 0.13881226105149425 2.5873000739557139 0.096663413249188923
leaf_count=3 36 43 112 167 98 364 133 6 80 29 316 499 24 99 104 36 68 275 92 42 25 81 189 139 24 8 189 35 518 76
internal_value=0 -4.32202e-05 -8.97317e-05 -1.092e-05 -5.46864e-05 -0.00239683 6.2139e-06 0.00202689 -6.60278e-05 0.00133513 -0.00018024 -0.000105866 -0.000318661 0.00083226 0.00136853 -0.000216846 -0.000145085 -7.33607e-05 3.4853e-06 -0.00120512 0.000606797 0.000219188 0.000297149 2.399e-05 0.000274846 -0.00177713 0.000449374 0.000268639 0.000491753 0.000659146
internal_weight=0 9.72151 9.58034 9.26388 9.14692 0.316459 8.9375 0.308497 8.62901 0.650362 7.97865 7.75989 6.32516 1.43473 1.10898 6.1201 5.98472 5.85726 5.71682 0.865775 0.335079 4.85104 4.74253 3.8581 3.38644 0.471657 3.20933 3.01178 2.82278 2.68396
internal_count=3910 3874 3831 3464 3352 367 3254 139 3115 196 2919 2603 2320 283 184 1821 1785 1761 1486 135 67 1351 1259 1178 1031 147 842 818 629 594
is_linear=0
shrinkage=0.00334944


Tree=469
num_leaves=31
num_cat=0
split_feature=156 151 4 11 47 474 51 403 52 1213 132 13 484 393 133 159 48 1366 1374 14 155 130 1374 42 40 1 49 151 52 12
split_gain=0.106576 0.107301 0.124285 0.16541 0.134968 0.139319 0.1457 0.126977 0.13513 0.121156 0.113577 0.181104 0.146614 0.132029 0.120286 0.110173 0.105692 0.103477 0.103062 0.111074 0.102827 0.106355 0.106388 0.1063 0.192778 0.130978 0.167047 0.143564 0.133193 0.127589
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.08184000000000001 0.13252500000000003 -1.0000000180025095e-35 0.13741000000000003 -1.0000000180025095e-35 -0.040174999999999995 -1.0000000180025095e-35 0.080815000000000012 -0.077944999999999987 0.09129000000000001 0.086525000000000005 -0.26719999999999994 0.10519500000000001 0.11379500000000002 -0.081619999999999984 -0.095439999999999983 0.077685000000000018 0.088505000000000014 -0.23515499999999998 0.09309000000000002 -0.10770999999999999 0.057150000000000006 0.10871500000000002 -0.085974999999999982 0.079335000000000017 -0.092854999999999979 0.095450000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 8 -3 -9 12 -12 13 14 -11 17 -7 -16 -19 20 21 -20 23 24 -23 26 27 -25 -28 -30
right_child=1 2 4 -5 -6 6 -8 9 -10 10 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 25 -26 -27 28 -29 29 -31
leaf_value=-0.003747676129926355 -0.0031901828111537897 0.000247390352496743 -0.0039768151000294698 -0.0030813570449743852 -0.0038014998198414745 0.0031805349015544492 -0.0023986713912934558 -0.0037474052082324999 -0.0034760843682562804 -0.0037606997083785712 -0.0023377774279570817 0.0027480800485525179 -0.0030970681752473259 -0.0036453719660889134 -0.0035243660690159862 -0.0025319084161041349 0.000137144629203943 -0.001275099796119333 -0.003227857813087071 -0.0030909191238536358 -0.0028931193374497209 -0.003181557597280016 -0.0029865888315577416 -0.0029818439651236889 0.003452605710595559 0.0021527519924828685 -0.0023596519741923738 0.00088162541038966597 0.0014181554813689321 -0.0010429257057519886
leaf_weight=0.11078083390384641 0.15055482763273076 0.24758651194133563 0.060018577496521175 0.2630501470848684 0.070668260334059596 0.62446657304826547 0.098672426596749574 0.11493725658328457 0.30269166026118632 0.10762024124414615 0.12358594812394585 0.46951956934935868 0.20938280156042299 0.13018180719154759 0.096536829863902329 0.19615404649812251 0.21411907188303303 0.48458481302076961 0.095570938021405705 0.11626162102766091 0.11506450321758155 0.21778615163929949 0.10419881314737711 0.3035599132490433 0.085126078687608242 1.0206472185018354 0.15940584044437578 0.24116577529639471 2.6699815267602705 0.3308116050902753
leaf_count=197 65 105 3 134 10 350 10 243 792 160 74 86 147 32 42 152 32 40 19 33 100 77 28 45 5 176 132 33 508 80
internal_value=0 -5.97587e-05 -8.93565e-06 -0.000165056 0.0011906 0.00154434 0.0018979 -6.84688e-05 -0.00180078 6.04873e-05 0.00012063 0.00168834 -1.84794e-05 8.10785e-05 0.000157541 0.000225153 0.00240346 0.00031468 0.000377028 0.000523669 0.000602316 0.000679245 0.000751995 0.000829465 -0.00131719 0.000967067 0.00064043 -0.00127137 0.000969969 0.00114684
internal_weight=0 9.42391 9.27336 8.20541 1.06794 0.997277 0.937258 7.94236 0.550278 7.39208 7.27715 0.593106 6.68404 6.47466 6.34448 6.23686 0.838586 6.0407 5.94416 5.45958 5.34332 5.22825 5.13268 5.02848 0.302912 4.72557 3.70492 0.544726 3.1602 3.00079
internal_count=3910 3713 3648 3243 405 395 392 3109 897 2212 1969 160 1809 1662 1630 1470 382 1318 1276 1236 1203 1103 1084 1056 82 974 798 78 720 588
is_linear=0
shrinkage=0.00373806


Tree=470
num_leaves=31
num_cat=0
split_feature=1 52 0 42 42 484 51 52 0 49 43 4 43 13 49 160 9 130 130 123 43 1456 40 133 48 50 52 3 14 1213
split_gain=0.63384 0.370019 0.435572 0.348275 0.349507 0.388527 0.348727 0.334768 0.422756 0.408357 0.381916 0.318131 0.377643 0.374178 0.307502 0.521414 0.346204 0.303758 0.422826 0.300564 0.293612 0.306103 0.290085 0.34874 0.318641 0.375137 0.336161 0.279422 0.275943 0.290297
threshold=0.10113500000000002 -0.42985499999999993 -0.017269999999999997 0.091955000000000023 -1.0000000180025095e-35 -0.0043499999999999988 -0.10748999999999999 0.11401500000000002 0.047345000000000005 -0.085974999999999982 -0.18906999999999999 0.11205000000000001 -0.079109999999999986 0.41346500000000003 -0.047894999999999993 0.085220000000000004 0.083710000000000021 -0.076814999999999981 -0.084569999999999992 0.091310000000000016 -0.27619499999999997 -1.0000000180025095e-35 -0.012844999999999997 -0.088724999999999984 0.12738500000000003 0.11551000000000002 0.024145000000000003 0.10223 0.078275000000000025 -0.082704999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 20 4 17 27 -7 8 9 -8 -9 13 -13 -5 -11 16 28 18 -1 -19 -3 -22 23 -23 25 -24 -26 -6 29 -16
right_child=1 2 -4 11 5 6 7 10 -10 14 -12 12 -14 -15 15 -17 -18 19 -20 -21 21 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0013013405263032657 -0.001450032951770574 -0.0011906379861141827 0.0011294599138578062 -0.0014423718378773389 -0.0014669905599772252 -0.0014533033580222646 -0.00086107422422648924 0.0015444909332432094 0.00089132467092153792 0.00072377373708526916 -0.001187898567403114 0.0014261335917863745 -0.0010455773140885959 0.0016011274380033 -0.0014490971891407628 -0.0013996085166804266 -0.0014530629475480615 -0.0011527987359178191 0.0010088643316097502 0.00060236553297369458 -0.0013083744413623188 -0.0011104534193633942 0.00037150387135470657 0.0013431002335247059 -0.0012092380180487817 -0.0013199511276291084 0.00053005432879985146 0.00097185651691776261 -0.0014650516114069036 0.00039145638318088507
leaf_weight=0.26269978054915555 0.27637371700256963 0.33612392703071137 1.0188175224466238 1.2643569016363461 0.63365128418081162 0.33794317953288278 1.0088256968301674 0.12346728891134262 1.2694918786874039 1.3949714055634057 0.76243543071905229 0.23726222210098058 0.27985482331132505 0.089875683188438305 0.18683531557325617 0.52553376855212253 0.27301617490593333 1.7897334168665104 0.44055559713160652 0.22855058126151551 0.27384886716026624 0.14111059776041657 4.8236834672279683 0.81739987374748935 0.66609551478177287 0.28866737487260241 0.35323936468921602 0.11534760089125484 0.19195002946071316 3.7662661204813235
leaf_count=71 115 18 162 544 350 77 62 2 55 80 184 13 27 1 108 58 43 830 28 9 41 10 353 192 46 37 13 10 23 348
internal_value=0 0.000191807 0.00024385 -0.000290985 -0.000209139 -9.07461e-05 -1.45841e-05 3.65804e-05 0.000123318 -9.37906e-06 -0.000807088 -0.000873173 8.84863e-05 -0.00124039 0.000126174 -4.24552e-05 0.00011898 -0.000669817 0.000145891 -0.000954044 0.000126674 0.000186801 0.000244551 0.000981891 0.000129289 0.000275996 -0.000606505 -0.0010914 0.000222523 0.000304466
internal_weight=0 8.99536 8.71899 15.1826 13.3113 10.5897 9.84074 9.50279 8.61689 7.3474 0.885903 1.87135 0.517117 1.35423 6.33857 4.9436 4.41807 2.72154 0.703255 2.01828 7.70017 7.36405 7.0902 0.95851 6.13169 5.11235 1.01933 0.748999 4.14505 3.9531
internal_count=3910 987 872 2923 2338 1400 1040 963 777 722 186 585 40 545 660 580 522 938 99 839 710 692 651 202 449 390 59 360 479 456
is_linear=0
shrinkage=0.00144126


Tree=471
num_leaves=31
num_cat=0
split_feature=45 39 13 133 42 483 51 453 1 158 155 3 1374 130 4 0 132 1365 16 1456 12 52 16 150 160 403 52 16 403 48
split_gain=0.103846 0.11085 0.14685 0.139544 0.185063 0.134043 0.12853 0.126711 0.123326 0.123083 0.128903 0.128895 0.12541 0.121864 0.119669 0.11173 0.107263 0.110894 0.127806 0.108317 0.107623 0.105871 0.12709 0.10213 0.114251 0.144023 0.107346 0.218728 0.194172 0.159653
threshold=-1.0000000180025095e-35 0.005105000000000001 -0.23438999999999996 0.093130000000000004 -0.09547499999999999 0.083960000000000021 -0.40274499999999996 0.091855000000000006 0.088010000000000019 0.084965000000000027 0.088680000000000023 0.090325000000000003 0.084470000000000003 0.079100000000000018 0.62104500000000018 0.024745000000000003 0.079995000000000011 1.0000000180025095e-35 -0.50763499999999995 -1.0000000180025095e-35 0.088435000000000014 -0.0093349999999999978 -0.25582999999999995 -0.094019999999999979 -0.098319999999999991 0.086810000000000012 0.0033900000000000002 -0.19424999999999998 0.088015000000000024 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 7 -3 9 15 10 12 -11 13 16 -7 -8 17 18 20 -20 -4 -2 -23 -21 25 -25 29 -28 -29 -26
right_child=1 6 3 4 -6 14 8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 19 23 -22 22 -24 24 26 -27 27 28 -30 -31
leaf_value=0.0031415217277845514 0.0025943128590237932 -0.0031587433044356289 0.0028326057921618047 0.0016248442064501017 -0.0030963555563020525 -0.0030664923410491404 -0.0023760115684364389 -0.003162768804061127 0.0016143944573580947 -0.0029418596909819069 -0.0031497534825654467 0.0025713843419188386 -0.002484787538750264 -0.0027914721332970545 0.0031564749548285091 0.0011360853157531361 0.0017016521949168302 -0.0031615473095604036 -0.0031396479612355111 0.003064364722163644 -0.00028865326187947182 0.002875170502402533 -0.00067350290286288144 -0.0031537599268198113 -3.8931297449805825e-05 0.0026732169902507247 -0.0032141386409680521 0.001784270720375832 -0.0031611704834074821 -0.0033459963348310843
leaf_weight=0.096366945072076216 0.27249991490680259 0.077867751344456226 0.29598569239896999 0.10414143899470218 0.36345885325863481 0.25949674066214345 0.1721911970307699 0.13649528339738015 0.86457150675414596 0.25662635180560744 0.12584510376836977 0.049283980573818553 0.18513221780449374 0.13616634559002694 0.034085911582224071 0.18129865807713941 0.42715200746897597 0.10130087247671316 0.10607436139252779 0.10716146673075755 0.16931557319185231 0.13050806795945391 0.39986607427999743 0.21170576268195773 2.7779704089734945 0.051395435642916709 0.11229369428474445 0.93891744980646741 0.084358932868781267 0.15001083619426925
leaf_count=31 67 20 52 50 562 273 64 28 354 234 183 6 55 265 14 17 125 24 113 10 27 54 44 153 696 7 8 284 79 11
internal_value=0 -0.000116605 -0.000254043 -0.000395577 -0.00204488 -0.000280758 0.00073047 -0.000186455 0.000979098 -0.000121834 -2.3024e-05 -0.00205364 4.41814e-05 0.000126758 -0.00234399 -0.00057472 0.000198567 7.28356e-05 0.000138297 -2.14401e-05 0.00169683 0.00101245 0.000199712 5.31598e-05 -2.1421e-05 -0.00201549 0.000107688 0.000922605 0.00137657 -0.000208364
internal_weight=0 9.28318 7.98725 7.18437 0.4676 6.71677 1.29593 6.42319 1.21806 6.2867 5.98079 0.30591 5.85494 5.66981 0.293583 0.35349 5.53364 5.10649 5.00519 4.53989 0.465301 0.802874 0.530374 4.43381 4.32665 0.263101 4.06355 1.13557 1.02328 2.92798
internal_count=3910 3879 3424 3259 612 2647 455 2360 435 2332 2092 240 1909 1854 287 81 1589 1464 1440 1361 79 165 98 1248 1238 160 1078 371 363 707
is_linear=0
shrinkage=0.00312245


Tree=472
num_leaves=31
num_cat=0
split_feature=160 1 484 1374 0 3 52 3 403 52 15 15 47 48 14 1 0 150 457 43 12 16 15 2 157 2 457 131 455 130
split_gain=0.0978777 0.102955 0.147094 0.156888 0.22121 0.12322 0.109467 0.105858 0.118852 0.112545 0.110999 0.0990832 0.176514 0.194673 0.195004 0.129319 0.125039 0.109897 0.101967 0.0989184 0.159259 0.145588 0.0954224 0.131203 0.0931576 0.0926039 0.116256 0.0882075 0.091807 0.081817
threshold=-0.40446999999999994 0.094385000000000011 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.115685 -0.42985499999999993 0.097615000000000021 -1.0000000180025095e-35 0.10599500000000002 -1.0000000180025095e-35 0.024640000000000006 0.09252500000000001 0.12862000000000004 -0.24168999999999999 0.10956 -0.10303999999999998 -1.0000000180025095e-35 0.51789000000000007 -0.082689999999999986 0.088375000000000023 -0.087969999999999979 0.041585000000000004 0.081110000000000015 -0.016164999999999995 0.099015000000000006 0.085130000000000025 0.089915000000000009 0.086970000000000006 -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 -3 8 -7 10 25 12 13 14 24 -13 -17 -14 27 -12 21 -21 23 -23 -8 26 -10 28 -16 -19
right_child=1 6 3 4 5 7 11 -9 9 -11 19 15 17 -15 18 16 -18 29 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024987669570929816 -0.0035533640645454582 -0.0039049673230321085 -0.0040535597948890487 0.0030407622786768696 0.00092864845585241031 -0.0034043187437181369 0.0039284843478501761 0.00090577273631506545 -0.003146286083595263 -0.0036692374972430936 0.0014062046644547604 -0.0030862202654295531 -0.0032509880308770234 -0.0017298199893607748 0.0036459106597380841 0.0035100402842464591 -0.0013000561902286024 -0.0027939797682654372 -0.0014071653738758573 0.0017246340481589348 -0.0039172919840279189 -0.0037857573967455594 -0.0040288522937248971 0.0032261344156772824 -0.00091622595848257565 0.00093090819804709211 0.00077784728662232908 -0.00075683967472885507 -0.0010403758199671233 0.00050324861555127779
leaf_weight=0.2501976491512331 0.21531588509605981 0.085942441437510175 0.1596698428329536 0.31031330395489831 0.88019467923004269 0.28233131756496721 0.070953057045699097 0.5171228228136896 0.52242867168388363 0.18397338411523367 0.56980677094907151 0.24599487157684041 0.16895353462314222 0.2433768759947269 1.0352583883068289 0.13589055894408375 0.20560992183163762 0.12898781179683272 0.082541140785906353 0.39876594201268745 0.18192499381257221 0.07034985677455885 0.15224797176779248 0.09489327110350132 0.39238665616721924 0.16965623679061537 0.14630417432636023 0.084880597838491556 0.067408869130303972 0.97614985591644643
leaf_count=305 482 144 46 24 153 705 45 47 321 89 69 106 26 14 376 19 55 12 6 80 173 29 47 16 84 138 34 62 29 174
internal_value=0 -3.07204e-05 -0.000409521 -0.000263633 -0.000128567 -0.000364415 0.000437943 -0.000710377 -0.0010118 -0.000740559 -0.000506946 0.000535182 0.000800934 0.00152881 0.00198633 -0.000935356 0.000613987 -0.000328398 0.00277456 0.000138123 -0.000666348 0.000159373 -0.00180658 0.000240924 -0.000174336 -0.00163644 -0.00228777 0.00306521 0.00335943 0.000118408
internal_weight=0 8.77963 4.8553 4.63998 4.48031 4.17 3.92433 3.28981 2.77268 2.49035 2.30638 3.83839 3.2509 1.97681 1.73343 0.587495 0.3415 1.27409 1.27009 1.46799 0.898182 0.716257 0.317491 0.165243 0.46334 0.838389 0.668733 1.18755 1.10267 1.10514
internal_count=3910 3605 2453 1971 1925 1901 1152 1748 1701 996 907 1008 828 616 602 180 74 212 473 414 345 172 92 45 129 493 355 467 405 186
is_linear=0
shrinkage=0.00389091


Tree=473
num_leaves=31
num_cat=0
split_feature=1 0 39 3 457 484 1375 51 3 52 42 42 48 43 123 0 15 11 41 2 0 1 48 16 3 47 16 403 16 4
split_gain=0.672282 0.766746 0.548198 0.442602 0.397112 0.444725 0.381095 0.377666 0.361037 0.364934 0.340462 0.495402 0.489986 0.542521 0.38396 0.375533 0.302368 0.483936 0.267694 0.259353 0.28009 0.30783 0.379627 0.288226 0.340424 0.276089 0.276874 0.385263 0.327596 0.318619
threshold=1.0000000180025095e-35 -0.084074999999999997 0.005105000000000001 0.31335500000000011 0.081330000000000013 -1.0000000180025095e-35 -0.43271999999999994 -0.40274499999999996 -0.10628499999999998 -0.23815499999999998 -1.0000000180025095e-35 0.084100000000000022 0.088875000000000023 -0.24333999999999997 0.091310000000000016 -0.083424999999999985 0.024640000000000006 0.088160000000000002 0.082980000000000012 -0.074699999999999989 -0.053834999999999994 0.13860500000000003 0.11930500000000001 -0.008069999999999999 -0.075679999999999983 0.09252500000000001 -0.11180499999999999 0.03138500000000001 -0.38486499999999996 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 9 -7 14 -12 13 -13 15 -3 17 -11 -19 -10 21 22 23 25 -25 26 28 29 -21 -28
right_child=2 10 7 -5 6 8 -8 -9 19 16 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00088236239022404582 -0.0010820998191535417 0.00056523867308347201 -0.0013026639483074639 0.0010568021974145178 -0.00052741501596501993 -0.0012766645184672703 0.00063265993502586765 0.00067470498165481401 -0.0012823925710634693 0.001177523849216559 0.00048686579239498698 0.0003796697584537505 0.0006788699592427664 -0.0012905833037906921 0.00088456036631862816 -0.0012882239424461595 -0.00050152611566803827 0.0006400697123566041 -0.00096774416884360878 -0.00044908671205495652 -0.00091224785223319226 0.0013604171445389278 -0.0012986824643006387 -0.0010345399046353624 0.00074102419651043212 -0.0009222458415464994 -0.001016216327522293 0.00056625403360771891 0.00096350070408664961 0.00051798166965369462
leaf_weight=3.1759077722090314 0.86919754842528973 0.21632936620153476 0.16501814685761962 0.55106771772261787 0.60133712505921755 0.21931267675245214 1.8786377961514524 2.6592093295184887 0.39289392903446962 1.1241170162102192 2.2319122653570957 0.45691543747670893 0.51264856697525818 0.99199947464512694 0.22060873731970776 0.93966121968696814 0.44206589896930371 0.32411393406800915 0.3427189604844898 0.42862993280868977 0.82550841639750139 0.21678881510160852 0.44856668391730625 0.20829623090685334 1.0458045454579403 0.79032737883971993 1.1253931759565601 0.51274043778539646 0.68799173773731814 0.26999191660433997
leaf_count=996 207 17 10 123 15 93 120 368 44 82 82 17 42 413 5 420 64 24 21 29 117 13 33 74 61 58 273 61 22 6
internal_value=0 -0.000385033 5.16553e-05 -5.60695e-05 -0.000104152 -0.000214102 0.000351368 0.000559168 -0.000133885 0.000284533 -0.000101469 7.81887e-05 -0.000386814 -0.000763869 -0.000648754 -0.000941371 0.000437864 0.000669737 -0.000186267 -0.000281464 -0.000221516 -0.000122082 -0.000180329 -8.13668e-05 0.000446117 -0.000254763 -8.03579e-05 -0.000373901 0.00042126 -0.000719366
internal_weight=0 8.74598 16.1297 13.3055 12.7544 10.2745 2.47997 2.82423 9.40526 2.45233 5.57008 4.19348 1.96156 1.44891 1.3766 1.15599 2.23302 1.79095 0.666833 6.95293 6.56004 5.73453 5.51774 5.06918 1.2541 3.81507 3.02475 1.90813 1.11662 1.39539
internal_count=3910 1992 1918 1540 1417 1282 135 378 1075 284 996 554 472 430 442 437 191 127 45 791 747 630 617 584 135 449 391 340 51 279
is_linear=0
shrinkage=0.00126831


Tree=474
num_leaves=31
num_cat=0
split_feature=2 133 52 401 158 1446 123 13 130 151 1348 14 484 150 3 4 0 484 38 13 1374 150 454 403 0 11 1 49 12 43
split_gain=0.0957305 0.0979489 0.113764 0.0970344 0.0970509 0.0992501 0.108055 0.151602 0.122735 0.115293 0.103565 0.123717 0.113608 0.131322 0.110376 0.131915 0.110798 0.105498 0.104186 0.127387 0.111225 0.107416 0.111547 0.108023 0.144663 0.0948265 0.110822 0.107429 0.0919504 0.122713
threshold=0.16971500000000003 -0.26719999999999994 -0.51745999999999992 0.10072000000000002 0.11034000000000001 0.11539000000000001 1.0000000180025095e-35 0.28269500000000009 0.079100000000000018 -0.52174999999999983 0.090050000000000005 0.078275000000000025 -0.0043499999999999988 0.097030000000000019 -0.15327499999999997 -0.51381999999999983 0.37339500000000009 0.11563500000000002 0.10386000000000002 -0.23438999999999996 0.086000000000000007 0.15024000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13027499999999997 0.088315000000000018 0.10420500000000001 -0.24167999999999998 0.10129000000000001 -0.15648499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 11 12 13 -11 16 -16 -14 18 19 -17 21 22 -21 24 -24 26 28 -28 29 -25
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 14 -15 15 17 -18 -19 -20 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0027161460908051403 0.0028922381260547145 -0.0035474219851948886 -0.0035654124525794409 -0.0032590097252812138 -0.0030225657066096897 -0.0035920827469359024 0.0019818123068405889 -0.0036020360624953412 -0.0030663439933722109 -0.0028020791539590164 0.0033119519212098038 -0.0032922477008067268 0.0030639547778406155 0.0021795718010605208 -0.0035038531192194016 0.0018592803816088542 -0.00062687158883107503 -0.0035668670543265286 -0.0027445388288844883 -0.0031126051659364808 -0.0025847269203825964 -0.0031707498332021779 0.0026927636155446438 0.00312182336347425 -0.002782038642525683 -0.0018873726663649801 -0.0013581432594921223 0.0019173056858222471 -0.0031309894551977573 0.00019197395032199873
leaf_weight=0.18000761987786873 0.13304725050693456 0.11677383640562666 0.1089855074533207 0.11498562240740362 0.12973204586705911 0.092024063460485972 0.62674331155722018 0.067454857751727104 0.16213417195467617 0.30920678049187156 0.1237348538415971 0.13637099377228867 0.31765817188715395 0.084361473476747051 0.1249021137918972 0.59295242172810869 0.14997198604396544 0.093049286217137595 0.14366500551113848 0.11646368472792623 0.18281927560747124 0.11381283990340296 0.078515306056942791 0.192404588626227 0.26274521552840635 0.19161056051962067 0.14157511270605017 1.0989894132071638 0.095820711234409717 2.5802941491820488
leaf_count=233 96 266 57 190 157 52 277 6 265 380 35 69 70 15 21 104 8 80 32 32 58 8 14 15 552 31 11 133 51 592
internal_value=0 -0.00013257 -7.81756e-05 -3.0136e-05 1.44991e-05 6.26173e-05 0.000104158 0.00143923 -2.1052e-05 4.71458e-05 0.000102358 4.56824e-05 0.000111933 -0.00173426 0.000224111 9.52382e-05 0.00188028 0.000171628 0.000231691 0.000307396 0.000125361 0.000227051 0.00030832 0.000394149 -0.00152243 0.00054623 0.000659711 0.00154351 0.000277491 0.000395284
internal_weight=0 8.72976 8.54976 8.43298 8.318 8.18827 8.09624 0.694198 7.40204 7.23991 7.13092 7.00719 6.87082 0.393568 6.47725 6.00962 0.46763 5.88472 5.79167 5.648 5.05505 4.87223 4.75842 4.64196 0.341261 4.30069 4.10908 1.24056 2.86852 2.7727
internal_count=3910 3814 3581 3315 3125 2968 2916 283 2633 2368 2311 2276 2207 395 1812 1734 78 1713 1633 1601 1497 1439 1431 1399 566 833 802 144 658 607
is_linear=0
shrinkage=0.00353909


Tree=475
num_leaves=31
num_cat=0
split_feature=1429 4 482 42 42 39 43 480 1365 43 132 47 42 49 13 1374 158 49 151 33 4 1374 1 14 15 160 1452 1 3 16
split_gain=0.0930763 0.100102 0.115723 0.0978423 0.135523 0.126176 0.163807 0.133606 0.130079 0.100648 0.120889 0.108271 0.0978257 0.121089 0.146786 0.0987169 0.102276 0.112403 0.153997 0.114539 0.109718 0.115969 0.135663 0.133861 0.105793 0.122329 0.0970328 0.0956244 0.0932266 0.0913675
threshold=-1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 -1.0000000180025095e-35 -0.082904999999999993 0.085220000000000004 -0.044024999999999988 0.08456000000000001 1.0000000180025095e-35 0.0016850000000000001 0.080815000000000012 0.11566000000000001 0.10138000000000001 -1.0000000180025095e-35 0.41346500000000003 0.098580000000000015 0.085745000000000002 -0.091004999999999989 0.14975000000000002 -1.0000000180025095e-35 -0.51381999999999983 -0.094679999999999986 0.095575000000000007 0.078275000000000025 0.10043500000000001 -0.096329999999999985 1.0000000180025095e-35 1.0000000180025095e-35 0.090325000000000003 0.25185000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 10 11 29 15 -14 -15 16 17 18 -5 -19 -21 22 -22 24 25 -23 -27 -12 -18 -2
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 27 -13 13 14 -16 -17 28 19 -20 20 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0027045415944169735 -0.0035675718158728075 0.0025101805049682993 -0.0035032302404812859 -0.0015695070543498741 -0.0030640575559551567 0.0032656394627562412 -0.00099131128076981726 -0.0036931159900749919 -0.0032038147732627604 0.0021925277959753907 -0.0019567038680129933 0.0008481229821947745 0.0025278404713640211 -0.0032562410122284995 0.0038551192243558071 -0.0035959602901159083 -0.0032042062592621411 -0.003630309494941278 0.0028397764044898995 -0.0022610626692887844 -0.0038203812774781675 -0.001194419874636347 0.00058712401170116213 -0.002856067975501763 -0.0020846243109051738 0.0016689619517085065 -0.0019992214119467274 0.0026235240837088371 0.0022645072982634181 0.00052311465871410765
leaf_weight=0.17945599394079081 0.34549618727396569 0.20437365356338055 0.13222558798588657 0.632654114153408 0.31101811749431085 0.36363868217449635 0.18372399684449181 0.12979428273138172 0.1590209144669642 0.18066951763466932 0.090452707794611342 0.15851740966900252 0.082899695640662685 0.32176622353654227 0.04462859034538269 0.086316662804165278 0.18684069293340133 0.080636067039446035 0.12871509880642407 0.15326971111061993 0.14362621729378311 0.23511081803371636 0.27455905088572763 0.11104171981423849 0.12457289020676388 3.0709718086655058 0.1005622034681436 0.19261222383647691 0.054331220417225268 0.093727447405399289
leaf_count=181 321 210 145 117 462 182 57 201 66 64 69 11 18 298 1 27 200 28 14 22 43 118 15 42 78 772 50 46 11 41
internal_value=0 -2.9964e-05 -9.34796e-05 -3.74111e-05 -0.000930883 0.000146476 0.00183678 -4.66957e-06 7.52332e-05 -0.000305851 -0.000818315 -0.00175512 0.000164635 -0.00148264 -0.00239004 0.000302121 0.000365643 0.000477165 -0.000824085 0.000707871 0.000790889 0.000906091 -0.000926639 0.00111652 0.00124144 0.00136306 0.00155265 0.00115992 -0.00197221 -0.00269465
internal_weight=0 8.37777 8.1734 8.04117 1.37249 6.66868 0.547363 6.12132 5.99152 1.06148 0.880806 0.597741 5.8325 0.449295 0.366395 5.38321 5.29689 5.05572 0.761369 4.29435 4.21371 4.06044 0.418185 3.64226 3.53122 3.40664 3.17153 0.283065 0.241172 0.439224
internal_count=3910 3729 3519 3374 1014 2360 239 2121 1920 552 488 373 1854 317 299 1537 1510 1299 131 1168 1140 1118 58 1060 1018 940 822 115 211 362
is_linear=0
shrinkage=0.00367462


Tree=476
num_leaves=31
num_cat=0
split_feature=4 11 151 1213 403 1456 474 480 475 132 13 52 129 133 123 42 15 47 50 47 42 43 0 42 0 151 13 13 1186 151
split_gain=0.56811 0.455833 0.441609 0.42687 0.421037 0.415317 0.35354 0.351053 0.347107 0.325538 0.467919 0.347447 0.33359 0.287399 0.275501 0.422324 0.331652 0.283163 0.267914 0.380444 0.260064 0.291026 0.273874 0.454548 0.355923 0.339869 0.36816 0.554356 0.429134 0.298867
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 -0.084084999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -0.086004999999999984 0.080815000000000012 -0.080814999999999984 -0.42985499999999993 0.089775000000000008 -0.26719999999999994 1.0000000180025095e-35 -0.089024999999999979 -0.11739999999999999 0.09585500000000001 0.11901000000000002 0.096475000000000019 -0.090359999999999982 -0.16369999999999998 -0.10071499999999999 0.088465000000000002 -0.089879999999999974 -0.088994999999999977 -0.5337599999999999 -0.083514999999999992 0.085080000000000003 0.14975000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 9 -1 11 -11 -7 13 -13 16 -16 -15 20 19 -8 -18 -22 -23 24 -24 -26 -27 -28 29 -29
right_child=2 -3 6 4 5 7 18 -9 -10 10 -12 12 -14 14 15 -17 17 -19 -20 -21 21 22 23 -25 25 26 27 28 -30 -31
leaf_value=0.001391604139475811 -0.0012335571247169732 -0.0012073435940247318 -0.0015724524687851418 -0.0011231844297094795 -0.0010520432662954294 -0.0011672303136343442 0.0010987196869518779 -0.0013667259565596807 -0.0012760223770341462 -0.0010069020110611716 0.00097980828676825496 -0.0013718289074886301 -0.001327462249709894 -0.0008486566158781415 -0.00094679966894918653 0.00098870195128410165 -0.0011608218432314554 0.00068287602249360064 -0.00051244719074242215 -4.0313165335579129e-05 0.00072181548258573754 0.00019368448039106136 -0.0013743590850544163 -0.0012810827644385869 -0.001439163391203477 -0.0014924457272166669 0.00090094281476863869 -0.0007777318287294885 0.0013436780669520774 0.00086599349873885611
leaf_weight=0.099306594580411911 0.27840953040868077 0.78386026894440775 0.13820390333421606 0.71538893572870677 0.74468077014900558 0.49328486481683143 1.9468010574346402 0.34652892910526034 0.9054059232003151 0.26564612044603553 1.2001857073046256 0.26614183845232098 0.3444359330460437 0.81704555393663625 0.25433100201189507 1.1075737357605238 0.35806518397294951 1.1472110517788667 0.32814965303987254 0.74345878208987404 0.96249766292749939 4.1147426552488549 0.37001621382660976 0.71249053659266781 0.27156622381881179 0.23721735924483356 1.3835611780232389 1.2836370528965471 0.26699224719777692 0.24106100457720447
leaf_count=4 20 160 4 428 319 194 385 194 576 40 92 126 89 89 8 142 63 54 16 47 49 188 64 180 62 3 105 191 12 6
internal_value=0 -0.000195189 0.000401775 -0.000153231 -0.000105021 -6.26458e-05 0.000546009 -1.78407e-05 -0.00101235 1.11963e-05 0.000619766 -4.97707e-05 -1.07833e-05 2.20937e-05 4.95169e-05 0.000627254 -1.51564e-05 4.48493e-05 0.000643007 0.000783946 -2.68977e-05 1.43485e-05 -6.23223e-05 -0.000283321 -0.000107967 1.92264e-05 0.000135286 0.000256891 -0.000240453 -0.000517852
internal_weight=0 19.6929 3.43502 18.909 17.9043 17.1889 3.15661 16.4442 1.00471 16.0977 1.46583 14.6319 14.1386 13.7942 13.528 1.3619 12.1661 11.3491 3.01841 2.69026 10.2018 9.84378 8.88128 4.76654 4.05405 3.68404 3.41247 3.17525 1.79169 1.5247
internal_count=3910 3438 472 3278 2698 2270 452 1951 580 1757 132 1625 1431 1342 1216 150 1066 977 448 432 923 860 811 623 443 379 317 314 209 197
is_linear=0
shrinkage=0.00135451


Tree=477
num_leaves=31
num_cat=0
split_feature=1 52 47 15 48 44 3 52 3 1 403 484 43 2 150 159 133 0 0 52 15 9 12 3 43 15 4 15 14 11
split_gain=0.755296 0.467464 0.451707 0.459517 0.491047 0.484633 0.421025 0.384397 0.33468 0.326753 0.312001 0.256783 0.256041 0.253095 0.252411 0.295159 0.347642 0.245541 0.238179 0.298849 0.302561 0.277997 0.293725 0.521492 0.364079 0.236544 0.2284 0.302526 0.22752 0.211725
threshold=0.094385000000000011 -0.42985499999999993 0.09252500000000001 0.024640000000000006 0.12862000000000004 0.086480000000000015 -0.115685 0.31761500000000004 0.097615000000000021 0.10956 -1.0000000180025095e-35 -0.0043499999999999988 0.098320000000000005 0.11085000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10303999999999998 -0.23029999999999998 0.10599500000000002 -1.0000000180025095e-35 0.083710000000000021 0.088590000000000016 -0.089974999999999986 -0.16369999999999998 -0.029114999999999999 -0.44477499999999992 0.079360000000000014 -0.46879999999999994 0.111225
decision_type=2 2 2 2 2 2 2 2 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 12 28 10 -5 -8 -12 13 25 -4 -16 -17 -11 -13 20 -20 22 23 -22 -24 -1 -27 -28 -3 -30
right_child=1 2 14 9 -6 -7 8 -9 -10 17 11 18 -14 -15 15 16 -18 -19 19 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=0.00096575351301876145 -0.0012515686589988123 6.1446098676089022e-05 -0.0010738197918400286 -0.00095051857017730177 -0.00061898411456350608 -0.0011404476251867487 -0.001144183541426343 -0.00043244124521046477 0.00017182507646284378 0.0010915353492513536 -0.0012618722832495866 0.00031219281202392031 -0.00099060070757137444 0.0012567709386622633 -0.00094590327351824711 -0.00085871651533192994 0.00038920875402487286 -0.00027153372392893846 -0.00068205748551540177 -0.0012223074499935593 -0.0013042480788709797 -0.0012569855155268993 0.00046057805512288706 0.00054918764773973546 -0.0010541250439468921 -0.0012753486342864772 0.0004199905708209392 -0.001251954165996044 0.0010240221420659654 -0.00050085035065671173
leaf_weight=0.39476917113643195 0.35089454991975699 0.48525184823665668 0.42658967594616148 0.58720267144963123 0.50142290117219079 0.21785674442071457 1.0206031210400377 0.38563633512239892 1.3308869169559319 0.33200228761415929 0.51252856593054996 0.75115722755435577 0.2580347102775703 0.36946813343092788 0.46323958080029193 0.42886785248993087 1.7753804624080642 0.53247948631178588 2.3186227718833812 0.6578749201435129 0.27212000780855294 0.2921083488035946 0.38214333826908875 1.7176415444119011 0.68697040557162781 0.22432341589592431 0.88321545461076179 0.20664353622123599 3.6793721820577043 0.14650857634842385
leaf_count=35 144 50 26 112 14 13 803 29 70 19 367 35 25 12 62 32 109 56 532 261 40 36 19 139 184 22 56 79 523 6
internal_value=0 0.000159566 0.000209271 0.000387066 0.000553652 0.000673292 -0.000297064 0.000757421 -0.000408724 -0.000234446 -0.000498444 -0.000411626 0.000178099 0.000323193 -0.000185368 -4.3285e-05 0.000146407 0.00025195 -0.000350064 -0.000428683 -0.000336595 -9.75613e-05 1.31583e-05 0.000295712 -0.000512711 0.000121357 -0.000132293 0.00010298 0.000863856 0.000965629
internal_weight=0 10.3127 9.96181 6.86773 5.41605 4.91463 12.2791 4.69677 9.94266 1.45168 8.61177 7.59117 2.33645 2.07842 3.09408 2.66749 2.20425 0.864482 7.07864 6.32748 5.66961 3.35098 3.05888 1.98976 1.06911 1.70895 1.31418 1.08986 4.31113 3.82588
internal_count=3910 1195 1051 822 635 621 2715 608 2486 187 2416 1613 229 204 229 203 141 75 1246 1211 950 418 382 179 203 192 157 135 579 529
is_linear=0
shrinkage=0.00124394


Tree=478
num_leaves=31
num_cat=0
split_feature=1 0 16 457 2 133 2 133 133 15 12 131 47 4 48 457 52 474 1 1374 1348 4 150 2 0 475 52 1212 403 39
split_gain=0.0961829 0.193879 0.104369 0.115721 0.133408 0.114997 0.0985195 0.0954848 0.0991549 0.12799 0.103361 0.12104 0.0995682 0.118708 0.124316 0.1292 0.118537 0.117095 0.139247 0.164657 0.131902 0.127018 0.1851 0.12943 0.1114 0.102702 0.0902247 0.0919234 0.0920055 0.0971997
threshold=1.0000000180025095e-35 -0.084074999999999997 -0.50763499999999995 0.085130000000000025 1.0000000180025095e-35 0.086895000000000014 0.14808000000000002 -0.26719999999999994 -0.15498499999999996 0.084695000000000006 0.129665 0.10033500000000002 0.077065000000000008 -0.23071499999999998 0.12862000000000004 0.53894500000000012 0.28122000000000008 -1.0000000180025095e-35 0.093245000000000008 -0.094679999999999986 -1.0000000180025095e-35 0.0057500000000000008 0.087235000000000021 0.075670000000000015 -0.19631499999999999 -0.081629999999999994 0.11401500000000002 1.0000000180025095e-35 0.088825000000000015 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 -1 4 -4 -5 7 -2 -9 12 11 -11 13 -10 15 16 17 -15 19 -19 -20 22 23 -21 -14 -22 27 28 29 -3
right_child=6 26 3 5 -6 -7 -8 8 9 10 -12 -13 24 14 -16 -17 -18 18 20 21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00040305082738462442 -0.0033557423540720647 0.00075390352687872977 0.0034021359761843969 -0.0034272502493298686 -0.0034435356209080292 0.0022845063705065551 0.0024121033409124594 0.0029506021910047607 -0.0029333769479657455 -0.0029049671335938817 0.0026074197723267157 0.0017073076830460563 -0.0025472640761308126 -0.0031423136420043367 -0.0016795743818404239 -0.0032723232773816638 -0.0016931372092134692 -0.0035609328461614974 -0.0028380636943084207 -0.0025032606254883605 -0.0018149873217921883 0.0032315852673710757 -0.0034590319516884177 0.0015951465881286274 -4.9750574305236142e-05 0.0026858294334416847 -0.0024477477657702112 -0.0034180062083732647 -0.0025370890985918926 -0.0034571221380448429
leaf_weight=0.19749936963489778 0.091295438731321954 1.6302521963643815 0.034933073096908629 0.066102441607654328 0.57955682935062214 0.10656136368925218 0.22089077543932933 0.14269530263845798 0.10547689733357346 0.37396194437314978 0.061484523757826537 0.079926097223506076 0.24610583858157031 0.067941818982946933 0.22680892096832383 0.081644915451761224 0.16783177543402406 0.1027435801224782 0.057413836766502135 0.1040816222739529 0.061997145850911983 0.22318445512792096 0.12593106785789132 0.62294315255712718 1.290878845949919 1.0954248571360903 0.15714231460515282 0.076491220694151596 0.1163606237641942 0.066007759829517343
leaf_count=44 69 559 2 29 899 22 140 46 134 336 10 68 58 8 11 15 32 7 10 59 13 24 36 78 334 430 197 137 84 19
internal_value=0 -0.000567763 -0.00180813 -0.00236293 -0.00305437 9.78231e-05 0.000185779 9.35098e-05 0.000153623 7.53001e-05 -0.00153204 -0.00209278 0.000256153 0.000612601 0.000739907 0.000942316 0.00107318 0.00126178 0.00138679 0.000553845 0.00219508 0.0009467 0.000348837 0.00100841 -0.000449659 0.00244474 2.91002e-05 0.000235132 0.000389292 0.000590037
internal_weight=0 3.03091 0.984653 0.787154 0.61449 0.172664 5.55066 5.32977 5.23848 5.09578 0.515373 0.453888 4.58041 3.04342 2.93795 2.71114 2.62949 2.46166 2.39372 1.17888 1.21484 1.07614 0.852956 0.727025 1.53698 1.15742 2.04625 1.88911 1.81262 1.69626
internal_count=3910 1992 996 952 901 51 1918 1778 1709 1663 414 404 1249 857 723 712 697 665 657 204 453 197 173 137 392 443 996 799 662 578
is_linear=0
shrinkage=0.003402


Tree=479
num_leaves=31
num_cat=0
split_feature=156 1 0 133 1429 4 52 453 1348 14 2 3 11 0 4 31 3 0 52 44 457 52 159 12 40 13 47 0 12 3
split_gain=0.0891101 0.0885445 0.17597 0.101506 0.120778 0.0950211 0.119471 0.0910828 0.0960114 0.106043 0.112099 0.198004 0.29715 0.148082 0.115455 0.105131 0.101759 0.184676 0.138536 0.126262 0.107676 0.112465 0.0998572 0.0968278 0.143645 0.127665 0.103789 0.152083 0.165263 0.0900654
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.086185000000000012 0.0021050000000000005 0.048695000000000009 0.096095000000000014 0.090050000000000005 0.088250000000000009 1.0000000180025095e-35 0.082730000000000012 0.08184000000000001 1.0000000180025095e-35 0.28937500000000005 -1.0000000180025095e-35 0.16699000000000003 -0.071924999999999989 -0.010284999999999997 0.088980000000000017 -1.0000000180025095e-35 0.16064500000000001 -0.034019999999999988 0.097345000000000015 0.028705000000000001 -0.084084999999999979 0.13206500000000002 -0.10303999999999998 0.10371500000000002 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 12 22 15 -14 -3 17 18 -13 -18 -20 -22 -12 24 25 29 27 -25 -29 -17
right_child=1 7 -4 5 -6 6 -8 -9 -10 -11 11 16 14 -15 -16 23 19 -19 20 -21 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0038571634148498262 -0.0038893423203493131 0.0039299288101247807 5.683411666431418e-05 -0.0038580019830889299 0.0039499276370519847 0.0013707958029383236 -0.0039074654264753149 -0.0027696881746441535 0.0038991683414566439 -0.0032785345754004322 -0.0013546867695539973 -0.00086222141878347972 -0.0038758095424048697 0.003686117712034117 0.0010931285476139896 -0.0027642387790026237 0.0038673179359742932 -0.0038621990968741473 -0.0010347097264560674 -0.0020934253137435896 0.0036926563375399087 -0.00020947011585255824 0.0035615563269691813 0.0039468318989334247 0.0021809409647775193 -0.0037776869850092935 -0.0036168400656842255 0.0017425216596300102 -0.0034084515347934216 0.0010255277026298502
leaf_weight=0.091773065172673252 0.40423667552568021 0.068301507817522755 1.9987053225795541 0.11202485043577326 0.03135316759289708 0.28424051768161007 0.081745142881118227 0.14348326518665988 0.10971809116017528 0.1222780869284178 0.066276475874474494 0.86915726811275817 0.13896901216139668 0.12012942685396399 0.13795162766473368 0.17009966485784389 0.19566800043685351 0.19018971789046202 0.18638589314650744 0.071958484244532883 0.32962266399408691 0.16363323030236643 0.79336347177013522 0.16378970289952122 0.12002914944605436 0.42460945089987989 0.089690233100554906 0.21210472618258791 0.16314230310672428 0.20440271175539193
leaf_count=197 550 63 948 278 2 70 52 32 37 47 24 80 94 97 31 88 117 79 16 16 44 25 285 15 15 406 17 56 70 59
internal_value=0 -4.44562e-05 -0.000582614 -0.00198155 -0.00332508 -0.000757248 0.000191864 0.000253792 0.000338664 0.000260561 0.000349249 0.000782703 0.00206589 -0.00043542 -0.00140047 -0.000741773 5.5898e-05 -0.000284018 0.000155376 0.00226461 0.00145673 0.00239816 0.00318252 -0.000947917 -0.00174385 -0.00233336 0.000215657 0.000853346 -0.000496914 -0.000695791
internal_weight=0 8.16726 2.91231 0.9136 0.43559 0.478011 0.365986 5.25495 5.11147 5.00175 4.87947 3.14318 1.13656 1.7363 0.276921 1.61617 2.00662 1.73899 1.5488 0.267626 0.679642 0.493256 0.85964 1.54787 0.919141 0.799112 0.628727 0.539037 0.375247 0.374502
internal_count=3910 3713 1900 952 552 400 122 1813 1781 1744 1697 811 434 886 125 789 377 244 165 133 85 69 309 726 568 553 158 141 126 147
is_linear=0
shrinkage=0.0038477


Tree=480
num_leaves=31
num_cat=0
split_feature=123 130 133 484 150 1 48 457 51 3 3 13 4 158 11 403 49 484 42 457 15 1 51 9 4 3 42 157 51 403
split_gain=0.43413 0.371972 0.359923 0.307306 0.367178 0.324024 0.426159 0.407056 0.392865 0.249371 0.448071 0.279206 0.243733 0.317753 0.248556 0.250454 0.292613 0.286848 0.273967 0.269172 0.235988 0.320694 0.234355 0.222835 0.220011 0.206208 0.189443 0.183988 0.216837 0.213192
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0023199999999999996 -0.0043499999999999988 0.097030000000000019 0.13562500000000002 0.12649500000000002 0.081330000000000013 -0.40274499999999996 0.090325000000000003 -0.081954999999999986 -0.083654999999999993 0.27020000000000005 0.085745000000000002 0.08184000000000001 -1.0000000180025095e-35 -0.0019649999999999997 0.073820000000000011 0.11223000000000001 -0.23052999999999998 -0.22917999999999997 0.10113500000000002 -0.26158999999999993 0.084755000000000011 0.0057500000000000008 0.11818000000000002 0.086125000000000021 -0.082244999999999985 -0.097124999999999989 0.088825000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -7 10 11 -9 13 14 15 17 19 -5 20 -17 -18 23 -4 27 -11 26 -14 -22 -29 -30
right_child=2 -3 22 5 -6 8 -8 9 -10 24 -12 -13 25 -15 -16 16 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0013201391743252857 -0.0010795205070578766 -0.0013870471117994813 -0.0016161067516132753 -0.0015848557226812061 0.00087342408349342943 -0.0016173882054364883 -0.0012091968706617049 -0.0010364132403294216 0.0012693277814723493 5.5355926513626116e-05 -0.0015319087277335627 0.0012356463354164305 0.0013178593954635816 -0.0014900758847704598 -0.0015936729537859896 0.00098423466543879137 -0.0015125293256405305 0.00046554091563195932 -0.0016305350751743121 -0.00082016158600643969 -0.0012012479371563182 0.00099923797762720948 0.0011136057981463794 -0.00158734204228105 0.0015280652403513869 -0.00042040518943508535 -7.15399232951926e-05 -0.0015865093521332176 0.00040327013010196924 -0.0006899647357124668
leaf_weight=0.97825352620566863 0.25299994612578292 0.60772938585432612 0.082995888777077087 0.58329394368046905 0.23569429037161171 0.13800423732027411 0.85307736619142893 0.17743633809732273 0.78381615958642292 0.36985125998035051 0.32718908629612931 0.55788104329258204 0.65572628923109622 0.50695837921375719 0.31094158606720235 0.23364020907320071 0.20271616245736357 0.23957722110208124 0.220605091730249 1.7252686336287286 0.2499463342974132 1.0674115141737273 1.3784707917948242 0.20038203161675472 0.79564148047938943 0.51377379172481585 0.38925484393257648 0.16389188628818008 3.5063490518805427 0.50835478173394211
leaf_count=540 43 484 4 525 19 10 62 38 153 33 34 41 72 139 119 19 22 28 59 186 77 103 287 42 44 24 45 77 423 158
internal_value=0 -0.000174899 0.000657828 -0.000130239 -0.000894247 -6.95448e-05 -0.000127753 -5.94464e-05 0.000837162 0.000556772 3.97407e-06 0.000687385 -0.000181181 -0.000274061 -0.000207144 -0.00015871 -7.42511e-05 -0.000987887 9.56263e-05 -0.00060495 0.000160179 0.000219706 0.000958587 3.99489e-05 0.00106072 0.000397955 0.000800309 0.00011358 0.000192228 0.000264841
internal_weight=0 17.1027 1.71447 16.4949 1.21395 15.281 14.3592 13.5061 0.92182 2.228 1.06251 0.735317 11.2781 9.71934 9.21238 8.90144 8.07857 0.822871 6.11966 1.95891 5.89905 5.69634 1.46147 4.62892 1.16549 1.55875 1.04498 4.42854 4.1786 4.0147
internal_count=3910 3576 334 3092 559 2533 2370 2308 163 190 113 79 2118 1977 1838 1719 1166 553 961 205 902 880 291 777 77 141 117 735 658 581
is_linear=0
shrinkage=0.00157766


Tree=481
num_leaves=31
num_cat=0
split_feature=1213 475 403 52 133 158 1365 1446 1 1374 484 0 12 40 15 48 51 4 14 43 47 42 130 130 157 2 2 2 3 12
split_gain=0.0861169 0.0874572 0.0869368 0.0975534 0.116172 0.0911407 0.0831381 0.0841248 0.0968775 0.134007 0.122445 0.118253 0.109346 0.20027 0.0974147 0.090048 0.220166 0.123868 0.121441 0.124122 0.104955 0.124886 0.0795914 0.0937261 0.0980189 0.0969575 0.0968342 0.126264 0.0992529 0.120755
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 -0.42985499999999993 -0.26719999999999994 0.11136500000000001 0.089045000000000013 0.11539000000000001 0.094385000000000011 -0.094679999999999986 -0.065229999999999996 -0.23029999999999998 -0.041094999999999993 0.34489500000000001 -0.14676499999999995 0.12675000000000003 0.13741000000000003 -0.17479499999999998 -0.46879999999999994 -0.24333999999999997 0.09252500000000001 0.088115000000000013 -0.088449999999999987 -0.081969999999999987 -0.084354999999999986 0.086650000000000019 0.084065000000000015 0.083585000000000007 0.086245000000000016 0.095450000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -11 -12 13 -10 -13 17 -17 -14 -19 -20 -21 -22 -16 -24 -25 26 27 28 29 -26
right_child=2 -3 3 4 5 -7 -8 -9 12 10 11 14 15 -15 22 16 -18 18 19 20 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0031229267708287566 -0.0020508796297808666 -0.0024841048855904504 -0.0021037718830693043 -0.0027702560830003336 -0.0031950889295217872 -0.0026234179575146204 -0.0028500210391059805 -0.0031352286516675831 0.0027796635935787455 -0.0031317023274567602 0.0020151176244070151 -0.0031363367121929188 -0.0027226291739085129 -0.003127382689568802 -0.0031133307457008727 -0.0029179215259130357 0.0013450564986044007 -0.0017980465024605948 -0.0006705238047438587 0.001980591803128789 -0.0010867454199204726 0.0021578038925026623 0.0025826821116587228 -0.0031250958497179774 -0.0017919781505067057 0.00049261496652247463 -0.0021981320728086313 0.0031145601401396106 0.0029874208820518163 0.0027365412727852045
leaf_weight=0.030221985653042793 0.19512214275709983 0.2279306052114406 0.19781253828841716 0.13283898138615757 0.12618676699639797 0.11172434514446639 0.084955397440353297 0.070457836271088925 0.42746932269074056 0.11268516959535269 0.29838690737960893 0.093467512528151775 0.097034986800282108 0.063193728448823094 0.073678427550478154 0.23505597293842573 0.2298436380806379 0.15241917979438024 0.32227959332522171 1.0681682721988148 0.28099638012645289 0.19124416726845084 0.14421831985237332 0.091743286668136803 0.39538941401769179 2.0921514762285369 0.28919168187712785 0.10237294470061897 0.063413060153834522 0.065895316758542322
leaf_count=4 451 588 338 206 46 119 30 50 340 252 30 41 16 8 44 29 31 23 24 329 35 21 14 85 180 456 94 9 4 13
internal_value=0 -0.00182769 -9.5464e-06 4.27645e-05 0.000100017 0.000152365 0.000195607 0.000232116 0.00026593 -5.48344e-05 4.88278e-05 0.000145434 0.000678822 0.00201888 -1.80974e-05 0.000423678 -0.00081033 0.000695293 0.000859879 0.00107737 0.00144306 0.000227206 6.97415e-05 0.000142028 2.84893e-05 0.00012466 -0.000715513 -3.176e-05 -0.000645633 -0.00114507
internal_weight=0 0.258153 7.8094 7.61427 7.41646 7.28362 7.1719 7.08694 7.01649 3.94878 3.82259 3.70991 3.06771 0.490663 3.41152 2.57704 0.4649 2.11214 2.01511 1.86269 1.54041 0.472241 3.31805 3.24438 3.10016 3.00841 0.916262 0.627071 0.524698 0.461285
internal_count=3910 592 3318 2867 2529 2323 2204 2174 2124 1268 1222 970 856 348 940 508 60 448 432 409 385 56 899 855 841 756 300 206 197 193
is_linear=0
shrinkage=0.00309713


Tree=482
num_leaves=31
num_cat=0
split_feature=1 39 3 0 43 124 457 457 4 2 3 52 132 131 159 13 4 14 12 12 457 1429 1212 16 457 150 47 0 16 131
split_gain=0.483164 0.439828 0.441673 0.397293 0.349659 0.385455 0.328788 0.377571 0.310988 0.37112 0.400064 0.300789 0.285452 0.308446 0.25055 0.245497 0.213327 0.225051 0.180013 0.505435 0.239385 0.17625 0.170573 0.201962 0.353631 0.315451 0.301633 0.225756 0.286334 0.181043
threshold=0.085835000000000009 0.005105000000000001 0.16699000000000003 -0.070894999999999986 -0.24333999999999997 -0.087894999999999987 0.081330000000000013 0.41137000000000007 -0.49837999999999999 0.10869000000000002 -0.115685 0.10433000000000002 0.079995000000000011 0.10340500000000001 0.092630000000000018 -0.42334499999999992 0.50657000000000008 -0.46879999999999994 0.086935000000000012 0.086865000000000012 0.088175000000000017 0.084920000000000009 -0.50114499999999984 -0.095109999999999986 -0.0015249999999999997 -1.0000000180025095e-35 0.11939500000000002 -0.10575999999999998 -0.27337499999999998 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -3 -6 12 -8 11 14 -11 -5 16 -14 -10 -4 22 -18 19 21 -20 -1 -2 24 -24 -25 27 28 -26 -27
right_child=1 4 15 8 5 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 23 25 26 29 -28 -29 -30 -31
leaf_value=-0.00083277679028180725 0.00089163513190144094 -0.00069361758283998959 -0.0001332740465291901 -0.0013815039669489459 -0.0003646896816117413 0.00091934845188175896 0.00054280865622504748 -0.00063429757648312862 0.00052876521546564614 0.00043487400829713053 -0.0013233264314554351 -4.1595340852531933e-05 0.00076376986868592655 -0.0013148627235412969 -0.00064011922085053532 0.0013132850006320562 -0.00076009857525448474 0.0010436386085690705 -0.0012321800625605121 0.0012249562709553969 -5.9774303485330346e-05 0.00045464314984051653 -0.0012992433455564043 0.00078169944934961184 -0.00023455275010138448 -0.0010476577919524112 -0.0013775009852802988 -0.00057514200024623614 0.0010190830185940029 -0.00013870252085034385
leaf_weight=3.2715233421477032 0.11623851914191163 0.50583221588749472 0.40135044875205494 0.72080203250516228 0.56840365251991909 1.2756403573730482 1.1146721775876365 0.77833897748496372 1.4387889147910775 0.33243762236088548 0.63046225058496885 0.4626303591649048 0.50943376193754364 0.15708967490354553 0.39257788314716879 0.388148288358935 0.21088691335171461 0.25949690584093321 2.2971312661247798 0.22950807167217124 0.33572018664563064 0.18919101351639245 0.61984422244131598 0.18446135648991635 0.67919728718698025 3.5496114800917042 0.31315811933018256 0.73822388297412178 0.5583141773240643 0.41124572599073861
leaf_count=780 10 22 71 56 56 294 88 23 109 9 199 19 65 26 20 79 10 38 921 11 31 45 26 17 35 645 19 77 22 87
internal_value=0 -0.000247708 -0.0003566 -0.000621617 0.000261551 0.00052356 -0.000428931 5.88244e-05 -0.000300497 -6.45085e-05 -0.000716314 -0.000857704 -0.000540079 0.000273867 0.000278199 0.000577911 -0.000611082 0.00023497 -0.000823625 -0.000638795 -0.00108268 -0.000762396 -0.000666585 -0.000692262 -0.000430299 -0.000876079 -0.000194984 -7.55296e-06 0.000331036 -0.000953283
internal_weight=0 13.3396 10.9897 10.3008 2.34988 1.84404 10.2002 1.89301 3.9777 2.79427 0.9629 1.18343 8.3072 0.666523 1.83137 0.789499 7.64068 0.470384 6.32307 3.69022 2.63285 3.46071 7.17029 7.05406 2.90874 4.14532 2.28889 1.97574 1.23751 3.96086
internal_count=3910 1710 1338 2200 372 350 1188 111 412 337 208 75 1077 91 129 150 986 48 1788 836 952 825 938 928 179 749 153 134 57 732
is_linear=0
shrinkage=0.00129687


Tree=483
num_leaves=31
num_cat=0
split_feature=1456 151 1213 1425 4 11 3 160 1 1374 0 52 457 42 150 2 42 48 133 1212 4 48 4 16 15 50 42 12 156 475
split_gain=0.0832136 0.0857278 0.0818248 0.0815581 0.10669 0.10336 0.0889672 0.0945689 0.110174 0.100858 0.108149 0.114298 0.115496 0.103335 0.106779 0.111186 0.104485 0.0948243 0.0962881 0.148749 0.100242 0.0902444 0.107548 0.101206 0.0901353 0.088026 0.0989752 0.0836723 0.0940932 0.105428
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.12008499999999998 -0.51385999999999987 0.094695000000000015 -0.094679999999999986 -0.230625 0.11401500000000002 -0.066264999999999991 -0.09602999999999999 0.088985000000000009 -0.0050599999999999994 0.09901500000000002 -1.0000000180025095e-35 -0.090054999999999982 -0.22529999999999997 -0.52333999999999992 -0.086624999999999994 0.028075000000000006 -0.19424999999999998 -0.14676499999999995 0.086465000000000014 -0.094739999999999977 -0.099039999999999975 0.085915000000000005 -0.083904999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 -9 -11 12 -12 -14 15 -15 17 -17 19 -19 -20 -10 23 -23 -22 27 -27 -26 -29 -30
right_child=2 -3 3 -5 -6 -7 7 8 21 10 11 -13 13 14 -16 16 -18 18 20 -21 24 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00055002351761287429 -0.0018536743769613749 -0.003247058880102563 0.0010362139466393804 -0.0033486590573889646 0.0024134235497287816 -0.0017482621399351624 -0.0032615397427811017 -0.0033268390542182452 -0.0018079526791448684 0.0022110588520512934 -0.0032597330959907864 -0.0029821444923481075 -0.0032704783807333809 -0.0029438238424099135 -0.0023126720715023166 -0.0032553410536191631 -0.0032762631760321534 0.0033992344680150565 -0.0033236167212464243 -0.0032488492942777661 -0.003283883764827889 -0.0025277691910310643 0.00014017364088123393 0.0018706268342794138 -0.0031208891755671502 0.0033415970016774476 -0.0032925898594456534 0.0015908991030472836 0.0021099042503881144 -0.0032653033646773168
leaf_weight=0.098015618590579834 0.24701111558897526 0.16969180321575539 0.90552746517641836 0.073585937647294375 0.19777640808752028 0.33429187406727567 0.094386902615951729 0.11754108429158838 0.16360297022038173 0.17255950586695679 0.12857358129076768 0.17160566927122989 0.10490197635044962 0.11311345823924268 0.19301061622172699 0.069219838122084432 0.080646027061447856 0.046647511422634125 0.059752065149953126 0.14288851819219806 0.051656686853678413 0.058605173369870034 1.4632497437851268 0.81255339216295386 0.044950751369472797 0.03158535435795784 0.091767327561683376 1.537470808298149 0.065152664494235069 0.091918397505651117
leaf_count=41 555 328 211 91 211 104 128 46 38 23 130 161 116 49 57 36 161 1 11 182 51 10 255 344 13 1 93 395 20 48
internal_value=0 -0.00185683 -2.34313e-05 3.75093e-05 7.14339e-05 6.62644e-06 9.27346e-05 -5.18895e-05 2.26493e-07 -0.000386083 -0.000277977 -0.000419969 -0.00026587 -0.000124594 1.3739e-06 0.000185419 0.000338406 0.000468951 0.000588092 -0.00161266 0.000799373 0.000512875 0.000675526 0.00157473 0.000928052 0.00104485 -0.00159386 0.00123197 0.00134744 -0.00103568
internal_weight=0 0.267707 7.66555 7.41854 7.34496 7.14718 6.81289 5.90736 5.81297 3.31496 3.19742 3.02486 2.85326 2.72468 2.61978 2.42677 2.31366 2.23301 2.16379 0.189536 1.97425 2.49801 2.33441 0.871159 1.9145 1.86285 0.123353 1.73949 1.69454 0.157071
internal_count=3910 369 3541 2986 2895 2684 2580 2369 2241 1594 1548 1525 1364 1234 1118 1061 1012 851 815 183 632 647 609 354 621 570 94 476 463 68
is_linear=0
shrinkage=0.00323249


Tree=484
num_leaves=31
num_cat=0
split_feature=1 0 39 3 147 1186 51 47 48 52 48 2 457 0 4 3 3 43 43 51 52 52 402 2 48 13 482 4 47 47
split_gain=0.424524 0.495995 0.392219 0.369247 0.374583 0.308141 0.290011 0.283343 0.278687 0.25374 0.254349 0.404658 0.270801 0.34957 0.267624 0.255301 0.313593 0.25123 0.295249 0.240458 0.227048 0.265265 0.24811 0.243837 0.335155 0.364562 0.26728 0.222855 0.220679 0.231478
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.16699000000000003 1.0000000180025095e-35 0.084100000000000022 -0.40274499999999996 0.085165000000000018 -0.09386499999999999 0.41469000000000006 0.12738500000000003 0.11542500000000001 -0.070739999999999983 -0.17106499999999999 0.0057500000000000008 -0.074234999999999982 -0.075954999999999981 -0.078454999999999983 0.088185000000000013 0.14083500000000002 0.086950000000000013 -0.11051499999999999 1.0000000180025095e-35 0.085255000000000011 0.086870000000000017 -0.10023999999999998 0.091725000000000015 -0.49269499999999994 0.11603500000000001 0.11291500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 17 -6 10 11 12 -2 14 -14 16 28 27 -19 -12 21 -1 23 -23 25 -25 -27 -3 29 -15
right_child=2 7 6 -5 8 -7 -8 -9 -10 -11 19 -13 13 15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0012093769942031467 -0.0012289569184192311 -0.00044582053272486215 -0.0012214616222794472 0.00075842191411672048 -0.00039362350206382206 0.0010967153783129485 0.00062497275392084676 0.00097380382873374176 0.0009237952004635797 -0.0012071374895533114 -0.001274094279168409 0.00086127884949771408 -0.00018494405819832722 -0.00024322527921946557 0.00085135193755151882 -0.00075411640535095038 0.0010859672437634959 -0.00096085845033420285 6.9361233778428868e-05 1.5339692651478491e-05 -0.0010820641448840186 0.0003245298355629392 -0.0012049018489997284 0.0001708903066057452 0.00052258985826380048 -0.0012125578266127658 0.00097345799536213196 0.00059345862510648876 -0.0012593017119738156 0.0012606213327153446
leaf_weight=0.52990346553269807 0.35370484009035674 0.41890987602528185 0.12930447515100274 0.7390700797550388 0.32662951003294438 0.24726830943836819 2.014700910600367 0.41300837820745062 0.77020445442758478 0.38277296742307942 0.56649493664735917 0.54599385859910388 0.68241433962247977 1.6908039092668312 0.74411934334784746 1.3551303465501443 0.2789487384725361 0.73821376841806496 0.86057704960694537 0.32515469356440008 0.92337181299808424 0.92906636177213009 0.38361502105544776 0.51604547869647022 0.43283565307501692 1.0323862406657998 0.086594869382679573 0.99412480412866056 0.27571826637722541 0.16004086704924692
leaf_count=238 40 26 10 150 30 25 362 24 77 110 47 73 28 478 24 175 17 193 66 13 644 190 219 35 67 389 6 103 44 7
internal_value=0 -0.000302481 5.21349e-05 -5.26264e-05 -0.000121483 -0.000215612 0.000513615 4.54837e-05 0.000531477 -0.000259693 -0.000207726 -0.000120397 -0.00021713 -0.000148136 0.000355617 -0.000339225 -0.000105499 -8.18158e-05 -0.000406325 -0.000803881 -0.000549019 -0.000423151 -0.00029991 -0.000184068 -0.000412575 -0.000660139 -0.00104339 0.000285353 -0.000261788 -0.000113189
internal_weight=0 8.25865 11.5885 9.44447 8.7054 7.60857 2.14401 3.42483 1.09683 7.3613 6.97852 6.08687 5.54088 5.18718 1.42653 3.76064 2.40551 3.01183 1.59879 0.89165 4.83382 3.91045 3.38054 2.99693 2.06786 1.63503 1.11898 1.41303 2.12656 1.85084
internal_count=3910 2200 1710 1338 1188 1081 372 412 107 1056 946 886 813 773 52 721 546 388 259 60 1788 1144 906 687 497 430 395 129 529 485
is_linear=0
shrinkage=0.00119516


Tree=485
num_leaves=31
num_cat=0
split_feature=156 401 151 4 11 150 1211 3 0 159 483 481 129 150 149 12 146 38 124 155 1374 1 3 457 13 12 0 4 3 150
split_gain=0.0819004 0.0793974 0.0779643 0.105748 0.118638 0.0953976 0.0908917 0.0852905 0.0916876 0.085193 0.0902134 0.0906236 0.0903189 0.0870875 0.0849857 0.084709 0.0807915 0.0825773 0.104269 0.10093 0.0881793 0.0831311 0.114873 0.140864 0.115671 0.0944921 0.0933791 0.136986 0.108069 0.0972954
threshold=-1.0000000180025095e-35 0.10711000000000001 -0.52174999999999983 0.27020000000000005 0.08184000000000001 0.081245000000000026 1.0000000180025095e-35 -0.14539499999999997 0.37339500000000009 0.10519500000000001 0.085195000000000007 -0.0079799999999999992 0.08956500000000002 0.091155000000000014 0.091325000000000003 -0.071274999999999991 0.084635000000000002 0.12641000000000005 -0.082254999999999981 0.088505000000000014 0.09309000000000002 0.10031000000000002 0.094625000000000015 0.090920000000000015 -0.13934999999999997 0.10129000000000001 -0.070894999999999986 -0.48072499999999996 -0.089974999999999986 0.086025000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 7 8 -4 10 11 -9 14 -11 16 -5 17 18 -13 20 21 22 23 24 -20 26 28 -28 -26 -30
right_child=1 -3 3 5 -6 -7 -8 9 -10 13 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0035444753263308413 -0.0029713626167065456 -0.0034916005267720011 0.002477792882646301 0.0032568970479834951 -0.0027814789993588006 0.0035597820145616497 -0.0035525322677352838 -0.0035764510029103382 -0.00083048350656618171 -0.0032500271148417437 -0.0022176547436664074 0.0023954887636005876 -0.0032853859134068806 0.0034105072130866066 -0.0035860284559457011 0.00011207485211465557 -0.0034783079919285384 -0.0032910469458629194 -0.00289238059592511 -0.0035732166984298016 -0.0035817071081927568 0.0010812729518644346 0.0014277412106702642 -0.0036227967277992577 -0.0026340488855386237 -0.0035752560961693418 -0.0018908593173308072 0.0023057049864980521 0.00051654781387919192 -0.0024955896959777631
leaf_weight=0.084985974273877107 0.11005189400748339 0.083111780466424423 0.33035355270112532 0.12740562797262101 0.20507277829165094 0.16588543892430607 0.091251453062795806 0.084403019411183666 0.15340837463736534 0.17953237351503037 0.22695759923044523 0.29205084402201453 0.095781817180977558 0.028436989116016775 0.07384873813134607 0.67234739422565315 0.07223177147534432 0.079318916803458595 0.17055040609557259 0.086223131640508544 0.072436862705217098 1.3594883880650739 0.59774485064190219 0.14974133852956573 0.19714902351188301 0.082821577128925017 0.12202157707361039 0.47951297375766699 1.1731049372683626 0.15140888626046933
leaf_count=197 65 167 86 157 132 100 214 185 8 178 255 130 146 14 22 188 20 17 20 105 31 235 65 27 173 136 23 102 645 67
internal_value=0 -5.3931e-05 -1.6488e-05 2.67525e-05 -0.000134194 0.00111928 -4.86975e-05 2.38955e-06 0.00142869 -0.000117094 -3.40751e-05 5.8733e-05 0.000117115 -0.00233929 0.000180277 0.000613065 0.000234966 0.000288464 0.000346005 0.000217068 0.0002888 0.000351333 3.36862e-05 -0.000296158 -8.65555e-05 0.000130367 0.000274916 0.00145443 -0.000191363 0.000172222
internal_weight=0 7.71365 7.63054 7.52049 6.55485 0.965638 6.34978 6.25853 0.483762 5.77477 5.5668 5.33984 5.25544 0.207969 5.15965 0.799753 5.08581 5.01357 4.93425 4.6422 4.55598 4.48354 3.12406 2.52631 2.37657 2.20602 2.1232 0.601535 1.52166 1.32451
internal_count=3910 3713 3546 3481 3036 445 2904 2690 94 2596 2404 2149 1964 192 1818 345 1796 1776 1759 1629 1524 1493 1258 1193 1166 1146 1010 125 885 712
is_linear=0
shrinkage=0.00353626


Tree=486
num_leaves=31
num_cat=0
split_feature=31 2 123 4 2 1375 403 1446 453 123 1 15 159 2 49 2 15 50 1 0 133 1374 1373 15 1375 457 1 1452 49 12
split_gain=0.0749651 0.0854737 0.0982446 0.101781 0.19811 0.0937846 0.107521 0.0905887 0.0860337 0.0762881 0.0944854 0.129572 0.10365 0.0868262 0.0964683 0.0953646 0.107976 0.0820695 0.0777185 0.128734 0.111437 0.0729457 0.0824553 0.0909768 0.0846067 0.142249 0.0908571 0.0791943 0.0786909 0.0841584
threshold=-1.0000000180025095e-35 0.089910000000000004 0.088610000000000008 -0.49837999999999999 0.11085000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091660000000000005 0.10963500000000002 0.090655000000000013 0.13026000000000001 -0.11739999999999999 0.10276500000000001 -0.13811499999999996 -0.084114999999999981 -1.0000000180025095e-35 0.091600000000000015 0.10119500000000002 1.0000000180025095e-35 -0.089879999999999974 -0.090054999999999982 0.090240000000000015 1.0000000180025095e-35 0.17176000000000005 -0.43271999999999994 0.088175000000000017 0.14000500000000002 0.081315000000000012 -0.10837499999999999 -0.12394999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 8 21 10 11 -8 13 -13 -15 -16 17 18 19 -17 -21 22 23 24 -5 26 27 28 -26 -30
right_child=1 2 -4 7 -6 6 9 -9 -10 -11 -12 12 -14 14 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0033641860180359082 -0.0033021423053309603 -0.0038483856168927215 0.0026144735817480815 -0.0021514573963256492 0.002957624492497563 -0.0030167072845600825 -0.0029876471885668739 -0.0038042612213455007 -0.0035350455677249865 -0.0035862976837976309 0.0020156692385375633 0.0031147651999132182 -0.0038168119683109204 -0.0025678410850017638 -0.0028011621419769535 -0.0027567577310447606 -0.0037929683921258395 -0.0037822044219692026 0.0018050774211439209 -0.0037969607350955038 0.0019327575679307064 -0.0026756506652652933 0.0030230712785482097 -0.0022025445666393117 -0.0021357251147535337 0.0026078324675735359 0.0038492377346571807 -0.0038279418259932947 -0.0026027361215181133 0.00063241283391449556
leaf_weight=0.088266952912817831 0.17619462630864324 0.22649225331770129 0.22684690098685667 0.16292580805020662 0.083340799385041464 0.21661819397923032 0.24108065999826234 0.077767308861439122 0.081154750077985116 0.093954671421670244 0.26337695569964115 0.13024948572274464 0.099186064875539048 0.19692770565962048 0.13442887587007257 0.17549343143400686 0.07793704243886157 0.053967585401551221 0.70870495116105303 0.056312058572076884 0.34211723271800154 0.10726176526077313 0.17332107495167282 0.18735599442152295 0.17794508573570489 0.4479362214624415 0.099617527463124023 0.068501508629196795 0.12071574795846096 2.2402978934405771
leaf_count=113 108 106 133 6 16 666 115 75 16 18 58 50 121 52 54 82 143 141 206 87 136 41 15 43 35 90 56 70 33 1025
internal_value=0 -0.00013462 0.000194339 6.53034e-05 -0.00201766 -0.000631569 -0.000462938 0.000228904 0.000310012 -0.000248 -0.000121518 -0.000375481 -5.66762e-05 0.000142111 -7.96591e-05 0.000236677 0.000525375 0.000777178 0.000969018 -6.33846e-05 0.00112295 0.000392436 0.000481895 0.000356246 0.000500734 0.000637694 0.000311698 0.000176547 0.000284589 0.000467004
internal_weight=0 7.44803 4.48148 4.25463 0.309833 2.96655 2.79035 3.9448 3.86703 2.57374 2.47978 2.21641 1.97532 1.87614 1.74589 1.54896 1.41453 1.3366 1.28263 0.573923 0.398429 3.78588 3.67862 3.5053 3.31794 3.15501 2.70708 2.60746 2.53896 2.36101
internal_count=3910 3797 1760 1627 122 2037 1929 1505 1430 1263 1245 1187 1072 951 901 849 795 652 511 305 223 1414 1373 1358 1315 1309 1219 1163 1093 1058
is_linear=0
shrinkage=0.00377425


Tree=487
num_leaves=31
num_cat=0
split_feature=482 9 2 1446 1 3 11 0 130 3 3 2 4 1375 403 448 3 42 43 2 42 150 52 39 47 1 15 159 2 49
split_gain=0.0758586 0.0808557 0.0729086 0.0890941 0.0973156 0.12736 0.156586 0.0995763 0.100776 0.110632 0.144215 0.149403 0.0877742 0.0847167 0.0964995 0.0817056 0.0805213 0.0759327 0.0822709 0.126898 0.108643 0.074589 0.118296 0.0727117 0.109312 0.0913521 0.0951364 0.0938407 0.0831912 0.0779544
threshold=0.099580000000000016 -0.016839999999999997 0.089910000000000004 0.091660000000000005 0.085110000000000005 0.088060000000000013 0.082245000000000013 -0.13506999999999997 -1.0000000180025095e-35 -0.115685 -0.082204999999999986 0.10393500000000001 0.28937500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.079029999999999989 0.15165000000000003 -0.089024999999999979 -0.091114999999999988 0.091525000000000009 0.091955000000000023 0.08926000000000002 -0.074484999999999982 0.16168500000000002 0.13206500000000002 0.12958500000000003 -0.11739999999999999 0.10276500000000001 -0.13811499999999996 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 15 -4 -9 -10 -11 17 -8 -3 -15 -6 -13 -12 -19 -20 -21 -7 -23 24 25 26 -16 28 -28 -30
right_child=-2 2 3 -5 5 21 12 8 9 10 11 16 -14 14 23 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0034843389785241792 -0.0031980948677579361 -0.002934548208555867 -0.0033205235659491952 -0.0034304917826285769 -0.0016626791814519208 -0.00049667414494530772 -0.0034611005579264836 -0.0034730934307269264 0.0015719108142751058 -0.002725601319418782 -0.0035010830442425804 -0.0033384536698687186 0.0010417176875264292 -0.0026417959787121007 -0.0025557872520461634 0.0029752060972594008 0.00027902293124671583 0.0034381846232850078 -0.0034880723996924957 0.0020312046922054731 -0.0034688181400951636 -0.00036780713619734219 0.0028127559183417634 0.0035217043818660228 -0.0033040298459953896 0.0024344895105175984 0.0028843105079592027 -0.003476128044283083 -0.0022120193530813311 0.00018541063023192543
leaf_weight=0.076180759468115755 0.091302608077967196 0.16098822184176276 0.12142638024670271 0.078489985948181018 0.048606106778606883 0.89124712620105107 0.085741905415488873 0.099093623739463177 0.44407537062943392 0.25685552998038408 0.040785924651572159 0.17748499603840173 0.12744421593379229 0.20321864278594226 0.1971100319387934 0.60198162980304937 0.12358293327270076 0.16485384700354133 0.07508186938139505 0.35919967261543206 0.048233740657451563 0.29824695238494314 0.25843371408700477 0.061448517895769217 0.13270302206365148 0.15778348649473617 0.12089027582988077 0.089835960881828325 0.17981322623927765 1.5017149762770663
leaf_count=119 133 102 45 79 6 214 99 60 54 224 24 208 31 664 111 256 8 18 47 113 108 22 73 7 21 46 50 121 48 799
internal_value=0 -4.17682e-05 -7.95683e-05 0.000201927 0.00026945 0.000744368 0.00179005 -0.000305147 -0.00010051 9.72244e-05 -0.000428322 0.000168176 -0.000769283 -0.000511103 -0.000363573 0.0026287 -0.00185355 0.00105268 0.00133958 0.000622577 0.00138009 0.000120554 0.00110874 -0.000173929 -0.000269352 -9.01417e-05 -0.000280795 -4.38168e-05 0.000127256 -7.09571e-05
internal_weight=0 7.18255 7.10637 4.30087 4.22238 2.3117 0.863774 1.91067 1.78925 1.69015 1.24608 0.989223 0.213186 2.80551 2.64452 0.650588 0.301068 0.688155 0.647369 0.482515 0.407433 1.44793 0.556681 2.4413 2.37985 2.24715 2.08936 1.89225 1.80242 1.68153
internal_count=3910 3777 3658 1689 1610 701 392 909 864 804 750 526 130 1969 1867 262 216 310 286 268 221 309 95 1203 1196 1175 1129 1018 897 847
is_linear=0
shrinkage=0.00344095


Tree=488
num_leaves=31
num_cat=0
split_feature=3 38 401 375 124 1365 483 480 4 158 1429 133 453 4 130 48 52 150 148 43 133 42 15 160 158 43 42 0 43 455
split_gain=0.0761282 0.129677 0.0777523 0.0751366 0.087924 0.100691 0.0856254 0.0784653 0.0761328 0.0750249 0.0737295 0.0767792 0.0742707 0.10021 0.0859699 0.110929 0.0956009 0.0826577 0.0893712 0.0802113 0.095285 0.117684 0.142704 0.103804 0.111537 0.120483 0.100088 0.109976 0.0953065 0.0943697
threshold=0.31335500000000011 0.13790500000000003 0.10072000000000002 0.088065000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.083960000000000021 1.0000000180025095e-35 0.62104500000000018 0.11015500000000002 -1.0000000180025095e-35 -0.26719999999999994 0.096095000000000014 0.25367000000000006 -0.086274999999999991 0.11193500000000002 0.048695000000000009 -0.047069999999999994 1.0000000180025095e-35 0.15364000000000003 0.089845000000000022 0.085195000000000007 0.085285000000000014 -0.091109999999999983 0.091000000000000011 0.0016850000000000001 0.084745000000000015 0.076335000000000014 -0.00059999999999999995 -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 9 -8 10 -6 -12 13 17 -15 16 -16 -13 19 20 21 22 23 -19 25 -25 27 -22 -23 -24
right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 11 12 -14 14 15 -17 -18 18 -20 -21 26 28 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001297265180691679 0.0033624546443345861 -0.0033781794403476969 -0.0033580025801642709 -0.0032667164497152063 -0.0023134036581975784 -0.003372471662403371 -0.0024907530564003064 -0.0033658122835785167 0.0033807269717370187 -0.0032188670138197806 -0.0023242430516979933 0.002225709260345612 -0.0032733518426354153 -0.0025047016419504314 0.0028131854404260834 -0.00083590528911964127 -0.0011069660975313864 -0.0033763167437798145 -0.0034046330092670583 0.0018436012001704144 -0.0019236958449103006 0.0014755393226244873 0.0034592830143760811 4.4672390667313869e-05 -0.0032678763592910985 0.0023766998869943008 -0.0032334039635347933 0.0027666272725948718 -0.0031793660548957085 -0.0027012219954682974
leaf_weight=0.49925576390523918 0.15629761655873142 0.040303763002157211 0.082970359997489029 0.082794346504669991 0.14178094556336862 0.10793889467640827 0.25297757649786934 0.077602611851034342 0.027486742728797253 0.078868037181564321 0.13900762362391095 0.18668004352366541 0.068296034936793037 0.061200013500638306 0.52000408661842801 0.16221414145547897 0.080675945500843227 0.094815483222193353 0.087444062548456603 0.25373611420218356 0.14056286426057329 0.78311631647375179 0.030424317345023155 1.7653182476915397 0.099000591279036487 0.28950761449232221 0.21098841839193483 0.093425814338843338 0.052703400735481298 0.33858588336443052
leaf_count=280 142 6 185 28 158 67 316 149 27 142 210 30 18 7 182 21 14 51 14 34 188 319 1 600 27 41 306 9 103 235
internal_value=0 0.00198061 -0.000134273 -9.45079e-05 -5.49751e-05 -0.00016485 -0.000107494 -1.9406e-05 -0.00191532 2.63273e-05 7.20354e-05 0.000134005 0.000198252 0.00024341 0.00131621 0.00162272 0.00228668 4.3676e-05 -5.24037e-05 1.81935e-05 -0.000100616 8.74167e-05 -0.000262092 5.48264e-05 0.000205872 0.000373235 -0.00155994 -5.09674e-05 0.00118202 -0.0021933
internal_weight=0 0.196601 6.80938 6.72641 6.64362 6.14436 6.03642 5.75596 0.280464 5.67836 5.59949 5.45771 5.3187 5.2504 0.824094 0.762894 0.60068 4.42631 4.23963 4.15219 3.89845 3.45347 2.61765 2.24864 2.15383 2.05483 0.444977 0.233989 0.83582 0.36901
internal_count=3910 148 3762 3577 3549 3269 3202 2859 343 2710 2568 2410 2200 2182 224 217 196 1958 1928 1914 1880 1377 955 719 668 641 503 197 422 236
is_linear=0
shrinkage=0.00335062


Tree=489
num_leaves=31
num_cat=0
split_feature=3 38 123 483 4 480 42 1365 42 1429 158 39 48 51 157 42 1 49 12 49 13 4 2 48 48 159 51 4 52 52
split_gain=0.0685041 0.117282 0.0728128 0.0736872 0.0816249 0.0721505 0.0777715 0.0799562 0.0795196 0.0765934 0.0769363 0.0750547 0.102848 0.143466 0.10884 0.0883295 0.105428 0.0995046 0.107411 0.0948095 0.11891 0.0907328 0.090592 0.0881268 0.0867249 0.0728615 0.0685538 0.114895 0.10066 0.0807715
threshold=0.31335500000000011 0.13790500000000003 -0.041524999999999992 0.083960000000000021 0.50657000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082904999999999993 -1.0000000180025095e-35 0.085745000000000002 0.085220000000000004 0.12649500000000002 0.14083500000000002 -0.084354999999999986 0.10138000000000001 0.10398500000000001 -0.085974999999999982 0.085605000000000014 -1.0000000180025095e-35 0.41346500000000003 -0.51381999999999983 0.086875000000000022 -0.09386499999999999 0.091555000000000011 0.12072500000000001 0.08955500000000001 0.0057500000000000008 0.11588000000000002 -0.11271999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -4 25 11 12 14 -14 -11 16 17 18 -16 -17 -21 -19 -23 -18 -20 -8 28 -28 29 -24
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12 -13 13 -15 15 19 23 21 24 20 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0028247284637600081 0.0031635449572770514 -0.0031769229450287003 -0.00037608917584430193 -0.0023125301795894108 0.003174950572795624 -0.0031664692118270154 -0.0032098084689821619 -0.0024458541851382766 -0.0025000858992648735 -0.0029700970716242036 -0.0014943574146451316 0.0020993563210083273 -0.0032691445048101658 0.00096326315104688942 -0.0028344038640644733 0.0022445427665311003 -0.0015680366739972093 -0.001991584393182773 -0.0014973045848266238 -0.0029485597600313667 0.0032748594885173613 -0.00013855761948658376 -0.00013165612054996212 0.0019476521326504295 0.0021329224491433278 0.0032208366477393382 -0.0031883505406555689 0.0013670682558065948 -0.0015638422025833674 0.0021245852987728541
leaf_weight=0.082480184402811463 0.14146887276365294 0.036495381966233253 0.80623600664239348 0.25343273268663313 0.030164280913595576 0.074657596351244027 0.11123117837632879 0.11869601806574781 0.22398028904899525 0.094525508204242104 0.24233647406708758 0.22633913300523989 0.18710677637864126 0.13866892298392486 0.19244204089045647 0.06453631047043018 0.078623539113323204 0.13061565289535781 0.13453930061950814 0.2110878017520007 0.035693380981683731 0.80399433695674893 0.18968332869917592 0.72204809721733898 0.12742017760319868 0.020797317687538452 0.089666158022737252 0.14265093437279575 0.099482974452257511 0.93824839542867156
leaf_count=36 142 6 530 351 42 150 154 50 453 128 242 218 32 15 45 16 15 17 38 259 1 383 97 181 12 2 54 9 72 160
internal_value=0 0.0018633 -0.000119522 -0.000156947 -0.00172886 -8.51062e-05 -4.75821e-05 0.000112045 -0.000837869 0.00017299 0.000237506 0.000328598 0.000237115 -0.00146759 0.00037406 0.000453871 0.000591416 0.000307261 -0.00104561 -0.00115849 -0.00204843 0.000564011 0.000711467 0.00160242 0.000268481 -0.00219684 0.00117965 -0.000391162 0.00147696 0.00174516
internal_weight=0 0.177964 6.57138 6.4889 0.283597 6.20531 6.13065 5.10043 1.03022 4.98174 4.84971 4.60737 4.38103 0.325776 4.05526 3.96073 3.64941 2.84874 0.454402 0.311317 0.246781 2.39434 2.26373 0.800672 0.261959 0.132028 1.45973 0.232317 1.22741 1.12793
internal_count=3910 148 3762 3726 393 3333 3183 2200 983 2150 1994 1752 1534 47 1487 1359 1083 887 95 276 260 792 775 196 50 156 392 63 329 257
is_linear=0
shrinkage=0.00315347


Tree=490
num_leaves=31
num_cat=0
split_feature=1 39 0 3 51 42 0 48 4 50 2 0 52 52 3 2 42 123 52 13 15 160 0 128 131 15 50 11 9 2
split_gain=0.352239 0.382855 0.370045 0.29534 0.29015 0.280408 0.288702 0.274264 0.354509 0.367867 0.39065 0.282714 0.2539 0.308295 0.329714 0.297892 0.241229 0.405401 0.237895 0.234102 0.232033 0.201531 0.218576 0.229461 0.236505 0.192476 0.180574 0.226629 0.202525 0.179347
threshold=0.085835000000000009 0.005105000000000001 -0.070894999999999986 0.16699000000000003 -0.40274499999999996 0.091955000000000023 -0.069414999999999991 0.11930500000000001 -0.23071499999999998 0.11413000000000002 0.089910000000000004 1.0000000180025095e-35 0.086950000000000013 0.086635000000000004 -0.084129999999999996 0.084065000000000015 -1.0000000180025095e-35 0.091310000000000016 0.024145000000000003 0.10741000000000002 0.091195000000000012 0.083295000000000022 -0.10575999999999998 0.086435000000000012 0.097135000000000013 -0.089594999999999994 0.10030500000000002 0.090945000000000012 -0.016839999999999997 0.12168500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 12 7 -3 16 -7 8 -2 10 11 21 13 14 -1 -16 17 -4 -9 -18 25 22 -10 24 26 -17 27 28 -24 -12
right_child=1 4 5 -5 -6 6 -8 18 9 -11 29 -13 -14 -15 15 20 19 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011419972256807519 -0.0013965417611718754 -0.0014106549823848316 -0.0013837115229013981 0.00084216026320007155 0.00077829320420724714 0.0010958999550397914 -0.0011290805481972712 -0.0012040118689768025 0.00041065329460028706 -0.0013938441047444906 0.00038270322666652672 0.0013936132618055366 -0.0012588643910622791 0.001307480755061095 0.00078305823075934641 -0.00031622698578601734 0.00020813736816796189 0.0010929602126644301 0.0001451049053653178 0.0013339828870416503 0.00043974382706605988 -0.001396472751509544 0.0014420835174190527 -0.0014154659565903001 0.00063994262523291243 -0.0013599867417228974 0.00063208624333725846 0.0013601792738821225 -0.001248599037178615 0.0014027322121057284
leaf_weight=1.084164483647329 0.33841193382977408 0.12320521613582958 0.37941290694288987 0.63888478340231802 1.7467351956584014 0.13546717807184905 0.60952776548219834 0.75695989478845127 0.83395995924365629 0.31629376369528461 2.1352054123417479 0.20170811191201199 0.8532763458933913 0.18581437395187084 0.45253730619151689 0.83479223008907866 1.6295916806120678 0.18777559325098991 0.36974264262244105 0.44737863121554244 0.41340093735198014 0.28445645712781686 0.057351210620253945 0.36686349708179489 0.44824540935223911 0.56171656018705085 0.19865542545448989 0.081705665565095842 0.72846405691234495 0.38697466638404865
leaf_count=571 135 10 113 150 362 27 139 63 44 113 157 32 644 12 53 209 114 4 15 15 50 66 3 105 71 249 51 7 265 61
internal_value=0 7.15243e-05 -0.000319571 -5.76434e-05 0.000634069 2.25602e-05 -0.000724498 -0.000134242 -2.34776e-05 5.34546e-05 0.000133434 -0.000186246 -0.000583961 -0.000420935 -0.000516902 -0.000217356 0.000233045 -0.000563775 -0.000761281 0.000450644 -0.000467493 -0.00029248 -0.000176822 -0.000437246 -0.000200275 -0.000736058 -0.000553522 -0.000825017 -0.00105222 0.000539205
internal_weight=0 10.0138 7.77486 8.14388 1.86994 3.38915 0.744995 7.505 6.3783 6.03988 5.72359 3.20141 4.3857 3.53243 3.34661 2.26245 2.64416 0.567189 1.1267 2.07697 1.80991 2.9997 2.71525 1.88129 1.51442 1.39651 1.06618 0.867521 0.785815 2.52218
internal_count=3910 1710 2200 1338 372 412 166 1188 1110 975 862 644 1788 1144 1132 561 246 117 78 129 508 612 546 502 397 458 326 275 268 218
is_linear=0
shrinkage=0.0013786


Tree=491
num_leaves=31
num_cat=0
split_feature=14 3 38 1455 375 124 1365 42 39 43 3 1213 42 42 42 155 49 43 13 34 160 150 457 151 483 1 1 12 52 52
split_gain=0.0687405 0.0829874 0.111964 0.0773131 0.0750216 0.10471 0.0887652 0.0773517 0.0722341 0.0662914 0.0692833 0.108882 0.104699 0.0714119 0.154039 0.0724306 0.0717642 0.128474 0.103703 0.0848575 0.0825026 0.142096 0.110225 0.0888752 0.0836149 0.0906428 0.139606 0.125321 0.0803833 0.0893035
threshold=0.077685000000000018 0.30601500000000009 0.13790500000000003 -1.0000000180025095e-35 0.087245000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -0.089024999999999979 0.13419 0.40422000000000008 -0.12008499999999998 -1.0000000180025095e-35 -0.10770999999999999 -0.089024999999999979 -1.0000000180025095e-35 0.083985000000000018 -0.085974999999999982 -0.088289999999999993 0.16421000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0015249999999999997 0.056555000000000001 -1.0000000180025095e-35 0.094890000000000016 0.090820000000000012 -0.0089849999999999982 0.085265000000000021 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 3 -3 -1 5 7 8 -5 9 10 -7 -12 -13 -14 -15 16 17 -16 19 -18 21 -21 -22 24 -24 26 27 -26 -29 -30
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 11 12 13 14 15 -17 18 -19 -20 20 22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.0032540085296970554 -0.0019388862435389957 0.003253501015155329 -0.0032662241316397094 -0.00074957485812367783 -0.0030116844176097252 0.00068675987838236392 -0.0032621238598853687 0.0023388098380748555 0.0021890680243148151 -0.0030860665773796594 -0.0032503050847650056 -0.0031681440164231908 0.0016861067761933584 -0.0029671321083598904 0.0014945289613995238 -0.0026976634075549753 -0.0032390448265842155 -0.0020545012871814616 -0.0032967240542295553 0.0022787453459201584 -0.00234733699310941 -0.0014025886193975252 -0.0018867396069051194 -0.0011601212472156859 -0.0032804263279896332 0.0024185967915980409 -0.0032682583938637281 0.0018882575647050223 -0.0033381970088017503 0.00085580548755286544
leaf_weight=0.079413749421291757 0.20033363745824306 0.15673315932872345 0.033675117883831263 0.11557223767886171 0.087695468166202661 1.0189128773963592 0.092408560762123559 0.32629675924545143 0.14678264383110207 0.078013624082814093 0.12395407878102549 0.11870489180819266 0.22809639289880568 0.19820703714685839 0.14957667181988654 0.10406353484358977 0.067872121413531494 0.38013596266682848 0.084645469323731848 0.14151377766393125 0.11606702648714717 0.50090474116678052 0.092664561472705409 0.19919822350493621 0.065234886074906462 0.51756015721184678 0.082645824511928256 0.8092444626645261 0.067776232865071506 0.25239778611830843
leaf_count=187 126 156 6 30 35 316 66 236 42 121 514 119 111 308 44 131 31 75 15 16 67 566 84 23 17 133 42 171 33 89
internal_value=0 -9.28096e-06 0.00210044 -7.36e-05 -3.26395e-05 1.034e-05 -0.000108872 0.00153103 -5.63144e-05 -0.000117378 -7.38392e-05 -0.000254049 -0.000165123 -7.72744e-05 -0.000182301 -3.0305e-05 4.83851e-05 -0.00105235 0.00024289 0.000345741 0.000431256 -0.000591654 0.000729576 0.000900719 0.00111821 0.00127335 0.000809293 0.00109138 0.00134389 -3.20045e-05
internal_weight=0 6.43597 0.190408 6.24556 6.16615 6.07845 5.63658 0.441869 5.54417 5.39739 5.31938 4.30046 4.17651 4.0578 3.82971 3.6315 3.52744 0.529713 2.99773 2.91308 2.84521 0.642419 2.20279 2.08672 1.88752 1.79486 1.2773 1.19465 1.12942 0.320174
internal_count=3910 3784 162 3622 3435 3400 3134 266 3068 3026 2905 2589 2075 1956 1845 1537 1406 119 1287 1272 1241 582 659 592 569 485 352 310 293 122
is_linear=0
shrinkage=0.00324402


Tree=492
num_leaves=31
num_cat=0
split_feature=1 47 0 0 4 52 42 52 52 50 14 1 133 2 128 48 48 2 15 4 457 3 457 3 4 4 457 15 45 159
split_gain=0.327795 0.22821 0.225369 0.346204 0.225697 0.357615 0.312955 0.294306 0.204252 0.23851 0.203679 0.253847 0.207064 0.225393 0.191854 0.211486 0.241605 0.186512 0.185776 0.165538 0.221553 0.213436 0.203 0.192729 0.169331 0.312085 0.160777 0.208155 0.157534 0.148142
threshold=0.10113500000000002 0.087850000000000025 -0.070894999999999986 -0.099864999999999995 -0.49837999999999999 0.10433000000000002 0.09901500000000002 0.11401500000000002 -0.24456499999999998 0.11843500000000001 0.077685000000000018 1.0000000180025095e-35 0.084285000000000013 1.0000000180025095e-35 0.086435000000000012 -0.088799999999999976 0.12862000000000004 0.091525000000000009 -1.0000000180025095e-35 -0.077679999999999985 0.084715000000000013 -0.078884999999999997 0.092565000000000022 0.16699000000000003 -0.083329999999999987 -0.08422499999999998 -0.0015249999999999997 -0.095799999999999982 0.093765000000000015 -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 10 5 -4 7 -6 18 14 11 12 13 -1 15 -10 28 -14 -2 21 23 24 -22 -21 25 -5 -13 -28 -17 -3
right_child=1 29 4 19 6 -7 -8 -9 9 -11 -12 26 17 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00143572693828493 0.00095538917356542989 -0.0011241142535005043 -0.0014772411099213761 -0.0011403539156310575 0.00065957793943181148 0.00048175385625397947 -0.0015027008734441565 -0.00097643190533298527 -0.00050632892748396496 -0.00080523105598318391 -0.0014713547008131616 -0.00053670767305533248 -0.0014992502048747514 -0.0014847450972922389 -0.00085089140937470362 0.0011498796943821888 -8.9161554042361247e-05 0.00085112673764171378 -0.001345007034895966 -0.001430275498269559 0.00056835684063697703 0.00096388809969007573 -0.0014749561662478104 0.0015349451913110599 -0.0014632863652603034 0.00076404237647516185 -0.00012773306216335711 0.00089067276836720993 -0.00087352040003942446 -2.1940980071714865e-05
leaf_weight=0.063087939051911124 0.1076609407318756 0.30047529659350436 0.43694485966989338 0.37778672434797034 1.916490925432299 0.36140163503296208 0.18717104970710341 0.26576828223187465 0.26346986484714019 0.26004401518730436 0.20613301137927909 0.40058567933738265 0.096986777673009783 0.50592802806932013 0.17097695794654999 2.0596667750505744 0.46465074620209623 0.27448975731385872 0.24206108902581069 1.307540442627215 0.29431910126004357 0.21892762898642049 0.15893869686988182 0.048244241625070461 0.3405781907858908 0.35363396420143545 0.70804245455656212 1.0695037603727537 0.085047026921529212 1.8686979645863173
leaf_count=2 6 57 98 343 236 19 140 44 27 34 93 27 12 129 20 520 35 46 88 1051 37 29 55 1 347 59 75 80 8 192
internal_value=0 0.000199714 -0.000238498 -0.000395306 7.95328e-05 -0.000590428 0.000305267 0.000460335 0.000421957 0.000534033 -6.8737e-05 2.39724e-05 -0.000608595 -0.00116095 0.000648452 0.000737685 0.000863294 0.00023748 -0.000636837 -0.000745556 -0.00102996 -0.000347007 -0.000148148 -0.00132476 -0.000614723 -0.000219599 0.000297108 0.000485015 0.00106964 -0.000174615
internal_weight=0 5.82275 9.5925 6.42473 3.16778 0.798346 2.36943 2.18226 3.65358 3.30386 3.32476 3.11862 0.940493 0.569016 3.04381 2.87283 2.60936 0.371477 0.349722 3.09997 1.80904 1.29093 0.453258 1.35578 1.072 0.731421 2.17813 1.77755 2.14471 2.16917
internal_count=3910 987 2923 2386 537 117 420 280 738 644 464 371 189 131 610 590 563 58 94 1922 1144 778 92 1052 749 402 182 155 528 249
is_linear=0
shrinkage=0.00145693


Tree=493
num_leaves=31
num_cat=0
split_feature=4 48 0 151 13 12 132 457 48 43 130 1348 131 133 133 403 2 0 1374 40 1429 133 4 43 1 131 16 3 2 52
split_gain=0.524741 0.415503 0.419719 0.386573 0.36275 0.389736 0.377669 0.3334 0.240982 0.29199 0.287979 0.296789 0.27221 0.330075 0.272899 0.247078 0.234893 0.364011 0.243364 0.274642 0.219315 0.211444 0.262944 0.238685 0.2694 0.201564 0.227089 0.200738 0.200048 0.189636
threshold=0.27608500000000008 0.016865000000000002 0.047345000000000005 -0.27336999999999995 -0.094679999999999986 0.051320000000000005 0.080815000000000012 0.041935000000000007 -0.36174999999999996 -0.074254999999999988 -0.083489999999999995 0.084895000000000012 0.097135000000000013 0.084285000000000013 0.083815000000000014 -1.0000000180025095e-35 0.091025000000000009 -0.055084999999999988 -1.0000000180025095e-35 -0.034699999999999988 0.084920000000000009 -0.26719999999999994 -0.51381999999999983 0.052855000000000006 0.08844500000000001 0.08844500000000001 -0.17157499999999998 0.13772500000000001 0.10045500000000002 0.09716000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 21 6 20 16 -7 12 -11 -12 13 14 25 -14 17 -3 -18 -20 29 -1 -23 24 28 26 -10 -21 -24 -6
right_child=3 2 -4 -5 5 8 -8 -9 9 10 11 -13 15 -15 -16 -17 18 -19 19 27 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014004793624697229 -0.0012374446199174098 -0.0012658585841986759 0.0012539406261922674 0.00062165135519927296 -0.00053982446593663037 0.0015281454606128964 0.0011972243680524672 0.0003979730071769225 0.00050756801562347638 0.00041956365710071322 -0.0013787680345151766 0.0011759006207979817 -0.0013797870896003609 -0.0013861035359435043 0.0015090743901686632 0.00081801753992024283 0.0014646264369150763 0.0011435755824486175 0.00089961763642864223 -0.0007442590098880867 0.00097818685546411667 -0.00149443648265001 -0.0013965331823536931 0.00096004973634997268 0.00074315796141040391 -0.0013906111217711237 -0.00063597812451073748 0.00028609921646238762 8.4229295805941193e-05 0.00030877260257084843
leaf_weight=0.15621000384271644 0.23065856355242464 0.75967402162496001 0.54591963329585258 2.4491702831583089 2.3719571445544747 0.091290183365350219 0.37408487172797311 2.2077152812271379 0.48850412387400843 0.2111403577000649 1.9317040779132972 0.089689640910364576 0.12082028170698322 0.80873733804037318 0.13902345829410467 0.47711427963804443 0.18137590703554529 0.13994928263127748 0.35618428868474561 1.1606928045075604 0.249160763749387 0.15112500148825381 0.30344584054546719 0.81128465879010025 0.52538967994041741 0.3707031032827216 0.99180455440364668 0.51427393127232779 0.39683052117470652 0.62767004850320507
leaf_count=38 20 189 44 421 217 1 33 159 15 44 1200 10 62 487 6 31 5 14 65 184 32 5 84 45 38 142 201 57 23 38
internal_value=0 -0.00019059 0.000107559 0.000461635 -0.000340224 -0.000461373 -0.000109042 -1.00813e-05 -0.000684508 -0.000720391 -0.00110606 -0.00126542 -0.000466904 -0.00064654 -0.000345986 0.000373923 -0.000299549 -0.000891037 -5.90479e-05 -0.000195108 -0.000259453 0.000142627 0.000252792 0.000382421 8.16646e-08 -0.000485313 -0.000258606 -0.000427903 -0.000557419 -0.000362256
internal_weight=0 17.5535 5.86579 2.67983 11.6877 9.3434 3.62287 5.31987 5.72053 5.62924 2.23253 2.02139 3.39671 2.79877 1.99004 0.597935 3.11215 0.899623 2.21253 2.03115 3.24879 2.34429 2.18808 2.03695 1.22567 1.85101 1.48031 1.67497 0.700276 2.99963
internal_count=3910 3469 717 441 2752 2519 320 673 2199 2198 1254 1210 944 851 364 93 514 203 311 306 287 233 195 190 145 358 216 241 107 255
is_linear=0
shrinkage=0.00137286


Tree=494
num_leaves=31
num_cat=0
split_feature=4 48 31 50 1 16 11 2 123 484 160 2 159 133 158 160 42 457 16 13 133 1186 3 1186 151 0 43 3 0 47
split_gain=0.440996 0.293872 0.287356 0.27631 0.328292 0.327179 0.247956 0.260786 0.324804 0.260853 0.219636 0.202688 0.202672 0.188468 0.184126 0.173329 0.221673 0.256052 0.215657 0.208333 0.205114 0.189228 0.185968 0.172872 0.172798 0.170676 0.181353 0.212605 0.187482 0.18217
threshold=0.27608500000000008 0.11930500000000001 -1.0000000180025095e-35 0.11901000000000002 0.11198000000000001 -0.53943499999999989 0.08184000000000001 0.099015000000000006 0.084000000000000005 -0.0043499999999999988 0.31473500000000004 -0.13811499999999996 0.085280000000000009 0.098810000000000023 0.085110000000000005 -0.092169999999999988 -1.0000000180025095e-35 -0.0015249999999999997 -0.15168999999999996 0.24813000000000004 -0.031394999999999992 0.083980000000000013 -0.08095999999999999 0.086900000000000019 -0.084019999999999984 -0.23029999999999998 -0.083899999999999988 -0.084129999999999996 -0.077944999999999987 0.10436500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 -4 12 -11 24 15 -14 20 19 -18 22 21 -13 -17 -19 -23 -9 -20 27 28 -27 -28
right_child=1 -3 6 -5 -6 -7 -8 8 -10 11 -12 13 14 -15 -16 16 17 18 25 -21 -22 23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0010383149463307343 0.0010188183427633521 -0.00069156563804127736 -0.0011098777330727765 -0.00074531454235270361 0.0010826147980710181 -0.00042698946083918193 -0.001081720211322152 0.00054980751065891373 0.00065991977454267394 0.0011652643747583876 0.000884038784064658 0.00029099578018412499 0.00059511291517727171 -0.0010205737288526634 -0.00093857032859577137 -0.0011725762680349196 -0.0010049982240828948 -0.00029294126028718033 0.00026055701133559719 -0.00010527213133905875 -0.0010602918073532007 0.00046396164870529639 0.00063895334907294909 -0.0011700144576159066 -0.0004985490602729297 -0.0011599196718172485 -0.00063704512658677354 0.00072396223909938621 0.00011002928473090617 0.00034055709751557175
leaf_weight=0.17685639666161179 0.30752835219027475 0.49262726167216886 0.87851781466452905 0.28346028178930271 0.7014103349938523 0.63857488788198613 0.75652510463260014 0.22084825095953453 0.5278779535437933 0.10125216067536591 0.20168148138327513 0.17647792884963565 0.48750432423548762 0.76807766298588909 0.13189542861073278 1.086187523091217 0.55975712931831889 0.48567336332052946 0.61501912376843781 0.55808591101958871 0.95565252780216414 0.20993882490438398 0.68386134458706205 0.14529375979327597 3.7304260606470043 0.24771442706696689 2.5798087963193654 0.36808738188120116 0.40821023541502655 0.28024198103230435
leaf_count=59 54 39 471 18 287 43 160 30 82 25 35 36 71 371 38 461 82 24 20 24 275 17 28 41 490 73 478 25 18 35
internal_value=0 0.000102351 -0.000422082 0.000304893 0.000485585 4.29665e-05 -0.000437129 -0.000407409 -0.000197236 -0.000507696 -0.000292048 -0.000455979 -0.000343943 -0.000472187 0.000268529 -0.000427187 -0.000369057 -0.000261958 -0.000188586 -0.000702664 -0.000849651 -0.000933961 0.000251965 -0.000204351 -0.000439953 -0.000303107 -0.000392359 2.35032e-05 -0.000369576 -0.000541255
internal_weight=0 2.4236 17.3415 1.93097 1.64751 0.946103 17.1646 16.4081 5.30023 11.1079 4.77236 10.2293 4.57067 10.1281 0.6194 9.36001 8.22788 6.22837 5.66862 1.99951 1.13213 1.44142 1.16953 0.355233 3.95127 4.49908 3.88406 1.02401 0.655925 2.86005
internal_count=3910 441 3469 402 384 97 3410 3250 746 2504 664 2033 629 2008 109 1637 1326 783 701 543 311 519 52 58 520 649 629 116 91 513
is_linear=0
shrinkage=0.00115159


Tree=495
num_leaves=31
num_cat=0
split_feature=4 48 11 48 13 12 0 132 40 4 4 2 474 50 42 1 4 15 2 1375 457 2 484 52 3 1429 4 158 160 453
split_gain=0.392708 0.31455 0.306795 0.352167 0.36632 0.364241 0.327748 0.284298 0.27377 0.248317 0.309548 0.296706 0.24515 0.270423 0.240593 0.229682 0.207998 0.277042 0.230857 0.223212 0.258553 0.239879 0.189374 0.200566 0.188823 0.177389 0.177063 0.239769 0.175737 0.172721
threshold=0.28937500000000005 0.11930500000000001 0.08184000000000001 0.016865000000000002 -0.094679999999999986 0.051320000000000005 0.047345000000000005 0.080815000000000012 -0.08347499999999998 -0.083329999999999987 -0.08422499999999998 0.106285 -1.0000000180025095e-35 0.11901000000000002 -0.0060199999999999993 0.10113500000000002 -0.015104999999999999 -0.18057999999999996 0.14073000000000005 -0.43271999999999994 -0.0034949999999999994 0.10796500000000002 -0.0043499999999999988 0.024145000000000003 -0.074234999999999982 0.084920000000000009 -0.51381999999999983 0.085110000000000005 -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 12 3 4 26 7 8 25 -5 10 11 -7 -2 29 -10 -11 18 -18 -16 -19 21 -21 23 -22 28 -6 -1 -28 -17 -14
right_child=1 -3 -4 6 5 9 -8 -9 14 15 -12 -13 13 -15 16 24 17 19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014228051400356563 -0.0014752909947488577 -0.00066412701238086351 -0.0011472736667600982 0.0013319086074387171 -0.00031075412456267056 -0.00090556478579693726 0.0012744412654800766 0.0011107550127898267 -0.0013022957083739623 -0.0011590186602515075 0.00081917144374550068 0.0011292656538592169 0.0011090421717417178 -0.00060769459690816958 -0.00088245974347040583 -0.0012865200035217324 -0.0012440857865061662 -0.00053357440041518201 0.00080274250284400868 -0.00087481973323645494 -0.0012858391369380614 0.0011637221835997366 0.0008780897020091577 0.0010794586765345057 -0.0013635484923539339 0.0010086726100688903 0.00048444554976464322 -0.0011511810268922625 0.00022549047986429959 -0.00074097335175287121
leaf_weight=0.11141488316934545 0.091855366248637771 0.39147917181253422 0.57127481570933092 0.2797530379903036 2.470619030384114 0.84961533160821978 0.42697802034672339 0.33072491490747769 0.25801580135885149 1.9825996377840072 0.38948954149964121 0.15322593702876475 1.3933828099106893 0.22100459411740292 0.71160990302450899 0.17525887789088301 0.2234414050617487 0.47543013411632351 0.18568974675145 0.40248571526899546 0.16196333759580861 0.14127423928584903 1.6445611576637014 0.10841687364154495 0.27734586171573006 0.19949618878308673 1.6607829247222969 0.17995138090918761 0.67782328039174899 0.097841005772352108
leaf_count=4 4 38 160 62 251 381 41 33 101 1489 59 13 361 15 104 36 44 17 17 60 38 18 160 18 60 32 187 34 65 8
internal_value=0 0.000429509 -0.000179832 -0.000141658 -0.000294582 -0.000429664 0.000146492 -6.63729e-05 4.16265e-05 -0.000671637 -0.000199155 -0.000594659 0.000666824 0.000781741 -4.2067e-05 -0.000882959 3.81227e-05 0.000200625 -0.000533719 0.000310644 0.000473887 -0.000345186 0.000706468 -0.000337404 -0.000398792 -0.000212174 0.000224819 0.000324546 -8.51399e-05 0.00098766
internal_weight=0 2.19556 15.0492 14.478 9.45835 7.5062 5.01962 3.00084 4.59264 4.50536 1.39233 1.00284 1.80408 1.71223 4.31289 3.11303 4.05487 3.15757 0.8973 2.93413 2.4587 0.54376 1.91494 0.27038 1.13043 2.67012 1.95215 1.84073 0.853082 1.49122
internal_count=3910 426 3484 3324 2644 2419 680 316 639 2103 453 394 388 384 577 1650 476 355 121 311 294 78 216 56 161 283 225 221 101 369
is_linear=0
shrinkage=0.00134594


Tree=496
num_leaves=31
num_cat=0
split_feature=1 0 2 133 48 42 43 13 42 16 123 16 457 2 16 14 157 376 160 48 150 1373 150 2 16 150 15 4 9 15
split_gain=0.0762135 0.135841 0.0867435 0.108616 0.0763102 0.116447 0.17773 0.116726 0.127526 0.0898839 0.111273 0.075766 0.11767 0.0716816 0.0800046 0.0934996 0.120412 0.111395 0.127452 0.104412 0.0997653 0.0995687 0.103303 0.119479 0.110748 0.105312 0.102499 0.0935989 0.10334 0.0824571
threshold=0.076710000000000014 -0.084074999999999997 0.075670000000000015 0.084285000000000013 0.086065000000000016 0.084100000000000022 -0.24333999999999997 -0.5337599999999999 -1.0000000180025095e-35 -0.089559999999999987 0.091310000000000016 -0.50763499999999995 0.085130000000000025 0.14808000000000002 0.070590000000000014 0.077685000000000018 -0.062769999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 0.14226500000000003 -0.23067999999999997 0.10700000000000003 0.15297000000000002 1.0000000180025095e-35 -0.15168999999999996 -1.0000000180025095e-35 -0.11739999999999999 -0.077679999999999985 -0.016839999999999997 -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 7 -7 -3 9 -9 -11 -5 -13 14 15 16 -2 18 20 21 -18 22 23 24 26 -25 -20 -26 -29 -16
right_child=13 4 3 11 -6 6 -8 8 -10 10 -12 12 -14 -15 29 -17 17 -19 19 -21 -22 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=0.0023508684852465143 0.0018488222420155712 -0.0029711424527386599 -0.0029007678596077334 0.001203228490392108 0.0011897306045609249 0.00085189761455239162 -0.0029051071148643863 0.0014121228017224569 0.0014421170394936537 -0.0029016924749797886 0.0017514271252624873 -0.0028993285735154331 0.0010162155411070123 0.0019869572137742502 -5.3016482361181851e-06 -0.0024093849355521085 0.0017715350685070582 0.0026778702922516796 -0.0009235989921501476 -0.0029118240971576785 -0.0019959664747413609 -0.002918687817440918 -0.0030905189463397748 -0.0010475616582298415 0.00054758181268352833 0.0014682087467688604 0.0019203869650886438 0.0029501892591073872 -0.0027223764366514688 -0.0020086570682446236
leaf_weight=0.046334910119185557 0.38781440825914693 0.085093189030885585 0.34037426410031912 0.1217080113128759 0.34251805191342999 0.16420474440383259 0.28512223480720422 0.10384329799489922 0.52904278951973538 0.17972991823808115 0.055710599757730961 0.18004106502667128 0.098128560464829206 0.16940496370079916 0.42747994199817185 0.10550656434497785 0.06902765017002821 0.13714825449278567 0.17018355883919867 0.081823109037941211 0.36954837800294793 0.072743809316307195 0.064410388469695934 0.15658286260440935 0.16539574143280555 1.1413472275526144 0.27324027753639024 0.029527628794315697 0.26582748270629275 0.28228444287378796
leaf_count=7 157 3 563 16 89 17 411 24 68 384 3 389 34 140 152 90 4 126 53 16 224 12 1 36 182 215 38 8 232 216
internal_value=0 -0.000474896 -0.00146742 -0.00170642 -2.75669e-05 -0.000324803 -0.00153212 0.000244183 0.000559275 -0.000817335 -0.00180066 -0.000689801 -0.00151806 0.000152353 7.83533e-05 0.000257399 0.000340529 0.000145341 2.38822e-05 0.00028236 -0.001403 0.000394087 0.00050041 0.000605443 -0.00019737 0.00116471 0.000828881 -0.00118503 -0.00215527 -0.000802068
internal_weight=0 2.53185 0.786587 0.740252 1.74526 1.40275 0.449327 0.95342 0.868327 0.339284 0.235441 0.399878 0.27817 4.3693 4.19989 3.49013 3.38462 2.99681 2.85966 2.42108 0.438576 2.33926 2.26652 2.2021 0.904175 1.29793 0.443424 0.460751 0.295355 0.709764
internal_count=3910 2008 1009 1002 999 910 428 482 479 411 387 439 423 1902 1762 1394 1304 1147 1021 793 228 777 765 764 513 251 91 422 240 368
is_linear=0
shrinkage=0.00287666


Tree=497
num_leaves=31
num_cat=0
split_feature=45 482 31 2 123 41 4 15 159 50 133 402 151 16 1374 15 160 160 457 0 12 157 1374 457 150 123 0 0 2 1
split_gain=0.0706399 0.0669613 0.0720838 0.0696846 0.0836845 0.0794531 0.0822832 0.103075 0.098926 0.0942131 0.0855635 0.0824622 0.0749212 0.0860427 0.0783059 0.0771418 0.0857444 0.0852588 0.0710897 0.0727721 0.0806046 0.0692995 0.0723339 0.117698 0.162276 0.0767347 0.0765132 0.13642 0.10805 0.0803131
threshold=-1.0000000180025095e-35 0.099580000000000016 -1.0000000180025095e-35 0.099015000000000006 0.086020000000000013 0.078535000000000008 0.27608500000000008 -0.11739999999999999 0.10392000000000001 0.10119500000000002 0.098810000000000023 -0.50199999999999989 -0.40391999999999995 -0.54165499999999989 0.090240000000000015 -0.074174999999999977 0.31473500000000004 0.11161500000000001 0.069705000000000003 -0.15007499999999999 0.086665000000000006 0.08511500000000001 -0.094679999999999986 0.088055000000000008 0.086420000000000011 0.10103000000000001 -0.071924999999999989 -0.083424999999999985 -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 5 12 6 7 -4 9 10 21 -12 -5 -14 15 18 17 -17 19 -15 -21 22 -9 24 25 26 27 28 -24 -30
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0034487257921548406 0.0034700368201188094 -0.0033591342230571779 -0.002630463453235421 -0.0029467811664182319 0.002486485958150016 -0.0024753090251370003 0.0030210294938185869 -0.0019639392757082683 -0.0034689789124378798 -0.0034414375970052962 0.002338579003669944 -0.0034389135323150992 0.003309186152323563 -0.00083982565363364937 -0.0034408985036137132 -0.00022456773323125255 0.0030222908808483335 -0.0035928435838949394 0.0035030805944987506 0.0026677808701707885 -0.0007913894446950954 -0.0034594938706091925 -0.0034560931262136853 0.002744423991452269 -0.0026335764212045715 -0.0034771649189553173 0.0014891023551692926 -0.0022239863570768497 -0.00029861289391410752 0.0015034891838443412
leaf_weight=0.065903652503038646 0.066491087862232123 0.074714216834763536 0.22479410062078509 0.089465391283739204 0.19351020664907981 0.2092754059958678 0.086026546574430429 0.17088123079884443 0.10749845172358607 0.097675096511920745 0.036369087516504806 0.14693228709802486 0.10407743608811948 0.23691678846807918 0.070826588031195459 1.1803876005887999 0.08831994468346227 0.095885005452146177 0.12386641732882708 0.25662447342256367 0.11516595052125922 0.062254865615613997 0.075172349286734774 0.22076083620777343 0.22820454073371355 0.058505452354438492 0.6588193932911931 0.25150938840488368 0.48421778582542152 0.73452730100325425
leaf_count=31 111 131 173 29 141 116 60 49 161 293 24 302 49 56 25 445 30 13 37 125 143 50 26 31 92 8 124 425 474 136
internal_value=0 -0.000125634 -8.83227e-05 -0.000125242 0.000314673 -0.000416932 -0.000298724 -0.000378987 -0.000227152 -0.00011912 -1.53824e-05 -0.00229259 0.000136709 0.000258125 0.000111655 0.000231633 -0.000251099 -0.000477623 0.00113084 0.000648108 0.00159627 0.000126362 0.000203805 0.000340407 0.000127351 0.000405798 0.00050886 9.09807e-05 0.00054096 0.000787499
internal_weight=0 6.54968 6.47496 6.40847 2.55505 3.85342 3.64415 3.55812 3.33333 3.22583 3.12815 0.183301 2.36154 2.27207 2.16799 2.09717 1.36459 1.27627 0.732574 0.608707 0.37179 2.94485 2.8826 2.71172 2.49096 2.26275 2.20425 1.54543 1.29392 1.21875
internal_count=3910 3879 3748 3637 1093 2544 2428 2368 2195 2034 1741 326 952 923 874 849 488 458 361 324 268 1415 1365 1316 1285 1193 1185 1061 636 610
is_linear=0
shrinkage=0.00343522


Tree=498
num_leaves=31
num_cat=0
split_feature=4 11 48 48 0 1 474 43 50 13 12 132 4 42 43 4 15 2 16 15 1374 49 42 1429 42 42 133 1 159 1
split_gain=0.4619 0.338327 0.311055 0.290411 0.36236 0.29064 0.270834 0.261551 0.257707 0.252512 0.334302 0.293882 0.27146 0.309997 0.358968 0.307845 0.2917 0.260547 0.218035 0.205108 0.209316 0.202646 0.261217 0.19736 0.184994 0.220561 0.177264 0.171524 0.174289 0.157298
threshold=0.28937500000000005 0.08184000000000001 0.11930500000000001 0.016865000000000002 0.047345000000000005 0.093575000000000019 -1.0000000180025095e-35 -0.030974999999999996 0.14581000000000002 -0.094679999999999986 0.051320000000000005 0.080815000000000012 -0.083329999999999987 0.095385000000000011 -0.074254999999999988 -0.08422499999999998 -0.09547499999999999 0.106285 0.011450000000000002 -0.11739999999999999 -0.094679999999999986 -0.088329999999999978 -1.0000000180025095e-35 0.084920000000000009 0.085465000000000013 0.093785000000000021 -0.26719999999999994 0.11561500000000001 -0.46940999999999994 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 3 6 9 5 19 -2 -7 -8 26 11 23 15 16 -15 17 27 24 -9 -5 -21 -22 -23 -11 -12 -26 -1 28 -14 -28
right_child=2 -3 -4 4 -6 7 8 18 -10 10 12 -13 13 14 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.001191275019973166 -0.0012930821387716522 -0.0010615705905646137 -0.00059896954297086876 -0.0011934375694461999 0.0011489811607638364 0.0010579642034723783 0.00083245436937868849 0.00032140292411403045 -0.0011937133248039467 -0.00025928440870051883 -0.0011888875596920208 0.001034485397858652 0.0012457921472717915 0.00054483177903567014 -0.0011260603606254704 0.00074369499942595143 -0.0011186190232781461 0.00093089461336678849 -0.00077341054987610709 -0.0012260795202903051 -0.00079935860741854202 -0.001182271913704029 0.00036409859004553005 0.00091632343266303705 0.00075938043436461593 -0.0011988354631924656 6.5119918971350266e-06 0.0013288398054581018 -0.0011807582581798177 0.00077656320578244325
leaf_weight=0.12669428571825836 0.096422309638001358 0.54633684668806459 0.34303648176137347 0.28919679688988287 0.42247737327124912 0.5154191090841781 1.6260510419961054 1.1841313413460737 0.091007562354206928 2.3801679788593901 0.49043105763848871 0.31593646958935995 0.055919766426086426 0.46748845886031631 0.2836242601260891 0.40655132115352743 1.9817356020430479 0.15323080583766568 0.31649765837937582 0.21719953743740994 0.35782741327420842 0.16968547966098446 1.2912709116935723 0.21365696162683878 0.1911241504130885 0.13457205159647856 1.174163240182678 0.10425568372011185 0.1487152726040214 0.52795429300749663
leaf_count=36 4 160 38 147 41 118 378 99 6 251 313 33 1 47 318 59 1213 13 33 14 31 53 144 32 47 21 139 1 70 50
internal_value=0 -0.00015708 0.000424215 -0.000121581 0.000113058 1.22446e-05 0.000617759 0.000337837 0.000725063 -0.000243656 -0.000340867 -3.24872e-05 -0.000543987 -0.000739339 -8.61062e-05 -0.000112122 -0.000953539 -0.000471053 9.04958e-05 -0.00027006 -0.000138901 -9.07028e-06 0.000184493 -0.000162448 -0.000734274 -4.97206e-05 0.000145837 0.000105561 -0.000517665 0.000245363
internal_weight=0 14.4663 2.15652 13.9199 4.76371 4.34123 1.81348 2.01605 1.71706 9.15622 7.32741 2.90976 4.41765 3.04174 0.751113 1.37591 2.29063 0.969358 1.50063 2.32518 2.03598 1.81878 1.46096 2.59382 0.816127 0.325696 1.82881 0.308891 0.204635 1.70212
internal_count=3910 3484 426 3324 680 639 388 250 384 2644 2419 316 2103 1650 365 453 1285 394 132 389 242 228 197 283 381 68 225 72 71 189
is_linear=0
shrinkage=0.00117172


Tree=499
num_leaves=31
num_cat=0
split_feature=1 52 3 3 47 15 1 48 44 50 2 0 474 457 52 403 15 124 48 52 52 43 2 15 13 150 159 2 133 3
split_gain=0.420036 0.291522 0.271768 0.286312 0.25366 0.343211 0.28492 0.246021 0.272337 0.276966 0.240258 0.205623 0.17809 0.188331 0.176754 0.171672 0.186052 0.196798 0.160193 0.167099 0.154627 0.150763 0.16675 0.241106 0.199756 0.148507 0.178898 0.186075 0.201835 0.143841
threshold=0.094385000000000011 -0.42985499999999993 -0.115685 0.084925000000000014 0.09252500000000001 0.024640000000000006 0.10956 0.12862000000000004 0.086480000000000015 0.11772500000000001 0.083795000000000022 -0.10303999999999998 -1.0000000180025095e-35 0.51789000000000007 -0.010284999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.078884999999999983 0.086870000000000017 -0.083529999999999979 -0.0045699999999999985 0.098320000000000005 0.11085000000000002 0.079360000000000014 0.14810000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 21 15 5 7 -7 8 9 12 -5 -8 -3 -14 29 -4 18 -18 -17 -20 -13 22 23 24 -1 -6 -27 28 -28 -12
right_child=1 4 3 10 25 6 11 -9 -10 -11 14 20 13 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00058741918425273161 -0.0012833937825681826 -0.00062369887374869514 -0.0011618031013799423 0.0011971480269257215 -0.0011058058660580168 -0.0010316996779295012 0.0011471107318534513 -0.0005189329483368968 -0.0011336908894286192 -0.00065609974611571407 -0.00088900517724944863 0.00057628580623958763 0.00099729310974933658 -0.00053564011243139502 0.00026824448233590592 -0.0011057660728239869 0.0012185938509494862 -0.00033608897836571978 0.00036290062226594774 -0.0010268105122068401 -0.0011506384513159864 -0.0008071454201389359 0.0012287319813884352 -0.001286331855406715 -0.00079588695298879735 -0.00097334389418285677 -0.0012962511623794567 0.00074191532656839526 0.00010938889209846638 4.509527200434937e-05
leaf_weight=0.92871634976472595 0.22395625209901471 0.12768482044339347 0.67127488098776567 0.23984851717250455 0.24738095130305771 0.45671520736505022 0.26483920804457739 0.31422232068143774 0.13142538617830712 0.21424393088091154 0.63928908904199488 0.15696109342388809 2.5570522254856782 0.13759513176046301 0.88945407913706698 1.0317898928187772 0.14049035345669869 2.3764922172849778 0.3132494082528865 0.25628224528918497 0.18290058919228613 0.22573127367650148 0.26638766319956619 0.17225773097015906 0.20819588699669112 0.28634657571092281 0.21443111903499834 0.52201062417589128 0.7433421454334157 0.46314221282955259
leaf_count=82 144 3 803 11 26 112 19 14 13 33 53 30 566 6 51 729 12 592 55 134 26 25 12 80 30 62 25 56 60 46
internal_value=0 0.000148609 -0.000273857 -0.000387323 0.000197518 0.000364637 -0.000270762 0.000558313 0.000665161 0.000743017 -9.73255e-06 0.000303955 0.000849224 0.000919018 -0.000155056 -0.000563263 -0.000465703 -0.000249311 -0.00080583 -0.000262452 -0.000353079 0.000168427 0.000308198 0.000120889 0.000334103 -0.000179599 -4.98656e-05 0.000128833 -0.000205313 -0.00049658
internal_weight=0 6.78111 8.8226 7.02131 6.55715 4.54364 1.06142 3.48222 3.168 3.03658 2.23173 0.604701 2.82233 2.69465 1.99189 4.78958 4.1183 2.51698 1.60132 0.569532 0.339862 1.80129 1.57556 1.30917 1.13691 2.01351 1.76613 1.47978 0.957773 1.10243
internal_count=3910 1195 2715 2486 1051 822 187 635 621 608 161 75 575 572 150 2325 1522 604 918 189 56 229 204 192 112 229 203 141 85 99
is_linear=0
shrinkage=0.00127639


Tree=500
num_leaves=31
num_cat=0
split_feature=156 15 474 51 15 3 483 1348 14 401 375 483 453 124 3 42 160 156 133 3 403 0 457 1374 393 52 3 39 42 130
split_gain=0.0696661 0.0782407 0.0866455 0.118941 0.0865327 0.0930572 0.0975107 0.075283 0.109906 0.074338 0.0742465 0.0752143 0.0833355 0.0798155 0.0748202 0.0954214 0.0842075 0.0828859 0.076789 0.0851087 0.0942131 0.0916191 0.0745805 0.072267 0.0678403 0.0663667 0.066106 0.0584412 0.129015 0.0671678
threshold=-1.0000000180025095e-35 -0.24219999999999997 -1.0000000180025095e-35 0.11024000000000002 -0.19153499999999998 0.31335500000000011 0.083960000000000021 0.093200000000000019 0.077685000000000018 0.10072000000000002 0.087245000000000017 -1.0000000180025095e-35 0.089075000000000015 -0.082254999999999981 -0.14218999999999996 0.094425000000000023 -0.40446999999999994 0.091280000000000014 -0.26719999999999994 0.12566000000000002 -0.092224999999999988 0.12500000000000003 0.53894500000000012 0.084470000000000003 -1.0000000180025095e-35 -0.42985499999999993 0.090325000000000003 0.16168500000000002 -0.10770999999999999 -0.088449999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 26 13 -13 15 -15 -16 18 -18 20 -20 22 23 24 -22 -26 -6 28 -27 -30
right_child=1 4 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 16 -17 17 -19 19 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0036485163553330439 -0.0037875698652668831 -0.0028122750187902289 0.0030268462447684266 -0.0012098096613629855 -0.0036666580196310977 0.0036533270687440478 -0.0026933689827733556 0.0035377820762576566 -0.0033901900699569521 -0.0036484845072806546 -0.0033339029472824401 0.0022496168866091241 -0.0033569769976523902 0.0022574718699653849 -0.003649756837829506 -0.0011545671054100145 -0.0036556197853515838 -0.0025546458801282931 -0.003385214008597716 0.0018320629499755058 -0.0036518375637073571 -0.0020435078197044683 -0.0036714222191145643 -0.002636531872483285 -0.0036639454809305016 -0.003171834382929692 0.0008509038757749573 0.0037011914163699406 -0.002101277022788946 0.0008151993317162085
leaf_weight=0.072306616669265966 0.039601454685907811 0.15954986878932675 0.3130002479556423 0.12211967597249895 0.12855140602368909 0.086521906327106879 0.19329032037239802 0.07592448976356525 0.13238413970611862 0.07432874272490142 0.086191652902925742 0.24428838523090224 0.087860240426380076 0.41438540163289772 0.084533148982700257 0.14727283966203686 0.069909279060084706 0.1590958061369746 0.10471528719608736 0.37942993498290878 0.051955497317979549 0.2405821179418125 0.061814053915440925 0.10257354831264809 0.04881630687305305 0.11947291444085273 0.064479002041480271 0.079214726778445654 0.10915756036047719 2.5544965274093441
leaf_count=197 3 99 283 22 218 66 296 25 101 166 31 130 31 135 221 23 146 159 369 44 40 27 13 41 48 69 17 20 56 814
internal_value=0 -5.49175e-05 0.00136853 0.0018378 -0.000166411 -9.48757e-05 -0.000150648 -6.32179e-05 -0.00011252 -3.23607e-05 1.79844e-05 7.29866e-05 0.000158088 0.000220206 0.000115337 0.0013628 -5.28544e-05 2.16469e-05 0.00012615 0.000194781 1.58955e-05 0.000121638 0.000288191 0.000368029 0.000472038 0.000545636 -0.00215763 0.000617429 0.000529658 0.000695681
internal_weight=0 6.53552 0.474721 0.43512 6.0608 5.90125 5.81472 5.62143 5.54551 5.41312 5.3388 5.2526 5.05957 4.97171 4.72742 0.561658 4.16577 4.08123 3.92214 3.85223 3.4728 3.36808 3.1275 3.06569 2.96311 2.91116 0.19303 2.86234 2.78313 2.66365
internal_count=3910 3713 308 305 3405 3306 3240 2944 2919 2818 2652 2621 2386 2355 2225 158 2067 1846 1687 1541 1497 1128 1101 1088 1047 1007 235 959 939 870
is_linear=0
shrinkage=0.00364098


Tree=501
num_leaves=31
num_cat=0
split_feature=1 52 0 42 0 4 49 130 13 4 43 39 48 50 51 49 15 475 403 42 1443 52 9 52 15 376 13 4 2 48
split_gain=0.427954 0.274661 0.32456 0.230523 0.297648 0.469562 0.24477 0.293386 0.23222 0.24264 0.226212 0.280088 0.297402 0.352732 0.228228 0.21501 0.266612 0.24622 0.336957 0.224054 0.233896 0.208243 0.226292 0.237647 0.218041 0.201953 0.185779 0.190865 0.17712 0.272642
threshold=0.10113500000000002 -0.42985499999999993 -0.017269999999999997 0.091955000000000023 0.047345000000000005 -0.49837999999999999 -0.085974999999999982 1.0000000180025095e-35 0.41346500000000003 0.11205000000000001 -0.27619499999999997 0.005105000000000001 0.11930500000000001 0.11551000000000002 -0.40274499999999996 -0.047894999999999993 -0.0063699999999999989 -0.083904999999999993 -1.0000000180025095e-35 0.091735000000000025 0.088930000000000023 0.10218500000000001 0.083710000000000021 -0.098644999999999983 0.024640000000000006 0.091535000000000019 -0.083514999999999992 -0.082954999999999987 1.0000000180025095e-35 -0.086624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 4 6 25 -1 15 9 -5 -3 12 13 28 -13 -8 19 -18 -19 20 -17 22 23 -20 -25 -6 -26 -28 -12 -30
right_child=1 2 -4 8 5 -7 7 -9 -10 -11 11 14 -14 -15 -16 16 17 18 21 -21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.00101433166894221 -0.0014389549449902706 -0.0011908049579260698 0.0011551743484986352 -0.0014254097737246602 -0.0014526024849786309 0.00084030464619887658 0.00040359358117238745 -0.0013087373265373921 0.0015570256472263587 1.1082840781191022e-05 -1.7660735970850551e-05 -0.0014557228200659602 -0.00064787811481468787 -0.0014492508553702668 0.0011258922610518592 -0.00092538755282533169 0.0011682906312255477 -0.0014362258738889724 -0.0013825585445626143 0.0015470031514930615 0.0011538644048697201 -0.0014463292146967826 -0.0014361682325762834 0.0012653037982982103 0.0007840276469453331 0.00046604549308508324 0.00035132071844799057 -0.001054860077515984 -0.00076651791092698931 0.00091900152732608278
leaf_weight=0.94739531460800197 0.20713231514673669 0.25767408730462182 0.69076792028499667 0.85254066546622087 0.33635309193050478 1.1446377802640197 1.1484256187395656 0.48392479900212482 0.075825653970241436 0.3338183913147077 1.3107534610317095 0.076370756723918021 1.0131029204931108 0.23358012034441333 0.81970675609773014 1.761102608492364 0.32053716250811826 0.36289304817182744 0.15777651072130572 0.087197882879990973 0.11775282584130753 0.17691707580524951 0.16605730506125826 0.48514694237383293 0.55276971857529178 0.16773600503802299 0.42864050398929954 0.36427830782486081 0.22716252016834948 1.417414803116116
leaf_count=123 115 18 162 544 64 69 102 475 1 40 117 7 73 48 231 641 33 386 42 2 15 92 36 27 86 3 62 80 22 194
internal_value=0 0.000178334 0.000233736 -0.000293878 -0.000215424 0.000334458 -0.000335333 -0.000238064 -0.000866321 -0.00102121 0.000114892 0.000180887 2.6285e-05 0.000240464 0.000905867 -0.000153534 -0.000281984 -1.51392e-05 -0.000155921 -0.0006912 -0.000795075 4.33485e-05 0.000165664 0.000299424 0.000444372 -0.000814171 0.000148411 -0.000294699 0.000374013 0.000686184
internal_weight=0 6.25367 6.04653 10.4717 9.20954 1.64873 7.56082 6.61342 1.26218 1.18636 5.35577 5.09809 4.20201 3.18891 0.896078 6.1295 4.98107 3.01502 2.69448 1.96605 1.87886 2.33159 2.15467 1.98861 1.83084 0.504089 1.34569 0.792919 2.95533 1.64458
internal_count=3910 987 872 2923 2338 136 2202 2079 585 584 710 692 454 381 238 1604 1502 844 811 658 656 425 333 297 255 67 228 142 333 216
is_linear=0
shrinkage=0.00142833


Tree=502
num_leaves=31
num_cat=0
split_feature=1 0 2 133 42 42 13 4 157 4 52 0 0 15 4 52 147 1348 14 39 51 3 484 48 0 3 457 15 2 13
split_gain=0.0654578 0.129357 0.0799194 0.10607 0.0754803 0.0833937 0.0918359 0.102828 0.0799513 0.0852819 0.0775066 0.0884752 0.121598 0.123028 0.0689185 0.0833523 0.0667345 0.0769066 0.0866159 0.0936538 0.0926445 0.0888542 0.0846545 0.0986964 0.0995776 0.125581 0.106956 0.103698 0.124056 0.0954116
threshold=0.076710000000000014 -0.084074999999999997 0.075670000000000015 0.084285000000000013 -0.089744999999999978 0.091955000000000023 0.41346500000000003 0.15045000000000003 -1.0000000180025095e-35 -0.52333999999999992 0.11401500000000002 -0.060094999999999989 -0.082994999999999985 -0.069904999999999981 0.0021050000000000005 0.048695000000000009 -1.0000000180025095e-35 0.084620000000000015 0.088250000000000009 0.005105000000000001 -0.40274499999999996 0.16699000000000003 -0.0043499999999999988 0.12675000000000003 -0.10575999999999998 -0.12817999999999996 -0.0015249999999999997 -0.11739999999999999 0.092175000000000021 -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 2 -1 -4 -3 8 7 -7 -6 -10 11 12 -11 -14 -5 -16 -2 18 19 21 -21 22 -18 24 26 -26 -24 28 -28 -27
right_child=16 4 3 14 5 6 -8 -9 9 10 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 25 29 27 -29 -30 -31
leaf_value=0.0028016665173829516 -0.0029351246025335516 -0.0026067973852514736 -0.0035165055975633686 -0.0034966452369953964 -0.0035029891442941441 -0.0035387673253949163 0.0036246474598197573 0.002141228585453769 -0.003543373473424817 0.0019017031079130687 -0.0021209282128525648 0.0021297765670308727 0.0017850144413583916 -0.0035124814908628877 0.0010165449265526637 -0.0035221061894543711 -0.0020544578547489136 0.0028944014268305436 -0.0029807852352917701 -0.0035261555776869473 0.0019025143956087572 0.0023911378725013309 -0.0013846718349386868 -0.0021381686439041693 0.0012733412103753091 -0.00013114644763088595 -0.0035329185490837502 0.0018948503507442221 0.0010926072204510738 -0.0025640217545613037
leaf_weight=0.044049979849660637 0.082027612748788559 0.12527664023036766 0.32119146951754374 0.087807400528618018 0.055603668584808363 0.18502093114329898 0.03616800531744957 0.049073488749854732 0.053182282645138579 0.23012844086770146 0.090658160774182872 0.59568053090333739 0.081893435461096842 0.1530532910219341 0.22682561603505746 0.0628941708473576 0.25604902383384054 0.12888730981649121 0.10428957127442107 0.041137286112643778 0.54608688379812509 0.17942556438720192 0.21846376085886721 0.23136014837655228 0.3289755059013274 0.41055316266283848 0.10512271199695522 0.87043480790453198 0.21460615871183109 0.37565685711887886
leaf_count=7 21 203 563 305 84 282 1 11 10 42 72 60 31 203 73 61 209 57 48 9 347 144 26 43 162 433 22 140 40 201
internal_value=0 -0.000546086 -0.00175564 -0.00204295 -3.47862e-06 0.000209617 -0.00154876 -0.00234806 0.000586719 0.000775498 0.000974981 0.00123958 9.9382e-05 -0.00166598 -0.000789275 3.12664e-05 0.000179671 0.00024337 0.000155356 0.00024193 0.00152222 6.29928e-06 -0.000135803 4.25053e-05 0.00024241 -0.000536356 0.000858945 0.00127078 -0.000428206 -0.00129359
internal_weight=0 2.39851 0.742769 0.698719 1.65574 1.53046 0.270262 0.234094 1.2602 1.2046 1.15141 1.06076 0.465075 0.234947 0.377527 0.28972 4.09308 4.01105 3.88216 3.77787 0.587224 3.19065 3.01122 2.75517 2.52381 1.11519 1.40863 1.19016 0.319729 0.78621
internal_count=3910 2008 1009 1002 999 796 294 293 502 418 408 336 276 234 439 134 1902 1881 1824 1776 356 1420 1276 1067 1024 796 228 202 62 634
is_linear=0
shrinkage=0.00348843


Tree=503
num_leaves=31
num_cat=0
split_feature=1 0 3 3 11 15 0 51 484 43 52 47 2 52 52 42 1212 43 130 43 15 42 132 474 51 15 49 42 43 49
split_gain=0.440486 0.254058 0.207412 0.25015 0.234939 0.209407 0.235073 0.202061 0.227467 0.194542 0.240839 0.184058 0.20037 0.21004 0.200217 0.182125 0.165939 0.166126 0.318437 0.241094 0.385625 0.20543 0.212262 0.158707 0.179971 0.177144 0.196895 0.259482 0.187043 0.156012
threshold=0.10386500000000001 -0.017269999999999997 -0.115685 -0.055684999999999991 0.08184000000000001 0.079360000000000014 0.10302000000000001 -0.097124999999999989 0.085815000000000016 -0.06705499999999999 -0.087094999999999992 0.13177500000000003 0.14808000000000002 0.16064500000000001 0.12897500000000003 -0.090359999999999982 -0.5172699999999999 -0.077544999999999989 -0.083489999999999995 -0.079109999999999986 0.041585000000000004 0.08401500000000002 0.12562500000000001 -1.0000000180025095e-35 0.12342500000000002 -0.26361999999999991 -0.042499999999999989 -0.094739999999999977 -0.071214999999999987 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 4 16 5 -1 -7 -5 9 15 -11 12 13 23 -13 -9 -4 19 -19 20 29 22 -22 -2 25 -25 27 -27 -28 -18
right_child=1 -3 3 7 -6 6 -8 8 -10 10 -12 14 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.00049767228483008573 -0.0010878767560332013 0.00087898869108887832 0.00086347332541584501 -0.0010250183840446959 -0.00087287860803230517 -0.001232227190027111 0.00095469575944894989 -0.00078417720752112067 0.00070189330530480334 -0.0011696776918506107 -0.00015071972494231549 -0.0010842314805895282 0.0011668759786090544 -0.00073640922576505893 0.00031646026927195197 0.00073405921026061601 -0.00013545767960064514 0.00041650354810489603 -0.0011168555326814549 0.00071272714420953323 -0.0012250359918811408 0.00061966327098734856 0.0011082165849717841 0.0010853654825148998 -0.00042005002653017296 -0.00084433597559503974 0.00046657804257980751 0.0010380912339040308 -0.00036657977293818819 -0.0012297360421117762
leaf_weight=1.4246837450627929 0.13309160777134899 0.7159271404816544 0.1215587670303625 0.33419151710404538 0.29936582456866734 0.23732124071102578 0.10486231441609561 0.14725399010058027 0.53119149488338724 0.39534434022789389 2.6032888637855649 0.37042629078496236 0.29160585289355356 0.38091592231648963 0.25491253277868964 0.56735177378868717 0.24908935846178792 0.23627454732195285 1.3198370995887709 0.26983466572710213 0.23289000075601496 0.48815525218378752 0.076688354834914207 0.44739868093165647 0.48355407011695195 0.12871626950800419 0.72159123013261894 0.68480243740487101 0.8910128575516828 0.85278516107064228
leaf_count=117 13 203 32 103 89 68 5 20 45 49 219 38 103 67 23 77 50 51 1250 55 152 79 5 130 31 7 79 107 94 549
internal_value=0 0.000203133 -0.000221765 -0.00030646 0.000123603 0.00029244 -0.000562044 -0.000114338 -4.26338e-05 -0.000149141 -0.000285061 0.000102077 0.000194515 0.000121267 -0.000513255 0.000421206 -0.000535112 -0.000580746 -0.000884036 -0.0003632 -0.000516033 0.000128089 -0.000647046 0.000214874 0.000266522 0.000382057 0.000252361 0.000740251 6.23298e-06 -0.000982364
internal_weight=0 5.50395 10.492 8.42574 2.06623 1.76687 0.342184 4.57862 4.24443 3.71324 2.99863 4.78803 4.16269 3.87108 0.625339 0.714606 3.84711 3.72555 1.55611 2.16944 1.89961 0.797734 0.309578 3.49017 3.35708 2.87352 2.42612 0.813519 1.6126 1.10187
internal_count=3910 895 3015 2736 279 190 73 513 410 365 268 692 631 528 61 97 2223 2191 1301 890 835 236 157 461 448 417 287 114 173 599
is_linear=0
shrinkage=0.00121641


Tree=504
num_leaves=31
num_cat=0
split_feature=1 42 0 4 49 130 52 49 13 4 47 12 50 47 1 43 1374 3 0 12 16 0 2 4 2 151 151 2 160 151
split_gain=0.339539 0.196325 0.281583 0.377975 0.214095 0.284857 0.201978 0.194422 0.192524 0.235143 0.187724 0.175519 0.202926 0.165942 0.180453 0.165751 0.165013 0.228235 0.209308 0.177377 0.220443 0.226375 0.327449 0.184859 0.164528 0.163505 0.162588 0.174056 0.175315 0.159114
threshold=0.10386500000000001 0.091955000000000023 0.047345000000000005 -0.49837999999999999 -0.085974999999999982 1.0000000180025095e-35 0.10433000000000002 -0.081419999999999979 0.41346500000000003 0.11205000000000001 0.084155000000000021 -1.0000000180025095e-35 0.11551000000000002 0.09252500000000001 0.094695000000000015 -0.079109999999999986 -0.049459999999999997 0.086245000000000016 -0.077944999999999987 0.088375000000000023 -0.083564999999999987 -0.084304999999999977 0.090420000000000014 0.053925000000000008 0.10066500000000002 0.087190000000000017 -0.40391999999999995 0.114165 -0.078874999999999987 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 4 6 25 7 -4 -6 9 -3 11 -2 26 14 16 -11 -9 18 19 20 21 22 -18 -22 -20 -1 -13 28 -28 -29
right_child=10 8 3 -5 5 -7 -8 13 -10 15 -12 12 -14 -15 -16 -17 17 -19 24 -21 23 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0014485403110666029 0.0012862796462299493 -0.0015401168255987658 -0.001572302692665468 0.00094362897072858916 0.00093908057958137813 -0.0014803290168570336 0.00082280102547255469 -0.0016202848847758919 0.0016784350781295803 0.0014479500660462851 -0.00015758230689818937 -0.0014537332080070187 -0.0015818127472515156 -0.0012936436069984102 0.00068890981445022528 -0.00096602102672632576 -0.0014053772529875781 0.00047788591856883362 0.00064632412222245545 -0.0015119684455843477 -0.0011617182397579394 0.0011558719372098409 0.0008682260563951579 0.001534385758371945 -0.0013205503730418691 0.00015360785729941228 -0.0010676574718164599 0.0012937767742278018 0.00041946769071569127 -0.00083696370783448691
leaf_weight=0.65243205860315168 0.5313170902954879 0.73973862655111478 0.28150086193636514 1.0003042046446351 0.37908764739404244 0.41435426951647958 0.12319460196886212 0.20509597045019923 0.065547920763492473 0.1278663543635048 1.8809774595138149 0.10870914673432786 0.13260948151582841 0.32723336627532251 0.55755185248563055 0.15095726086292416 0.36324620283266995 0.96052473718009412 0.627542072499644 0.44414304273232108 0.84572039729391701 0.32891185079642782 0.26785627022763947 0.066782445297576487 0.12395360218943097 0.20334792413632385 0.23979271802818403 0.74548498625517812 0.98734754395263891 0.096317648247350007
leaf_count=91 271 557 74 76 27 475 7 47 1 14 235 10 27 140 85 29 252 69 96 338 462 33 38 6 60 38 25 170 145 12
internal_value=0 -0.000289342 -0.000206596 0.000428951 -0.000338536 -0.000232966 -0.000843202 -0.000138954 -0.000913145 -0.00107992 0.000224717 0.000477779 0.000291838 -0.000218794 -0.000145385 0.000141007 -0.000255255 -0.000185762 -0.000393526 -0.000625602 -0.000415364 0.0001065 -0.000440401 -0.000964401 0.000321903 -0.00106784 0.000405936 0.000503649 0.000128872 0.00104998
internal_weight=0 9.25689 8.17278 1.405 6.76778 5.912 0.404695 5.49765 1.08411 1.01856 4.72256 2.84158 2.31026 5.11856 4.79133 0.278824 4.23378 4.02868 3.06816 2.31666 1.87252 0.960014 0.631102 0.912503 0.751496 0.85578 2.17765 2.06894 1.22714 0.841803
internal_count=3910 3015 2414 157 2257 2128 81 1653 601 600 895 660 389 1626 1486 43 1401 1354 1285 1129 791 323 290 468 156 129 362 352 170 182
is_linear=0
shrinkage=0.00156007


Tree=505
num_leaves=31
num_cat=0
split_feature=45 156 401 11 1456 1 0 403 160 39 51 3 15 0 52 16 48 1 15 2 48 3 48 48 1 448 122 124 1453 133
split_gain=0.0657586 0.0636259 0.063588 0.0643618 0.0783984 0.0771588 0.136589 0.083919 0.097346 0.0888212 0.100711 0.0827577 0.0957412 0.0914906 0.102668 0.1284 0.114935 0.117415 0.121813 0.0985602 0.0969883 0.0951599 0.0889985 0.0744554 0.0918509 0.0737225 0.0840124 0.0736884 0.0713599 0.0680082
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10072000000000002 0.088315000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 -0.51385999999999987 0.005105000000000001 -0.40274499999999996 -0.10315499999999998 0.024640000000000006 -0.053834999999999994 1.0000000180025095e-35 -0.19424999999999998 0.12738500000000003 0.095575000000000007 -0.09547499999999999 0.079395000000000007 0.086285000000000014 0.15165000000000003 -0.086624999999999994 -1.0000000180025095e-35 0.11931500000000002 -0.080249999999999988 0.12621500000000005 -0.52484999999999993 -0.09343499999999999 0.084285000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 28 6 29 8 -7 11 -11 12 -10 14 16 -16 17 19 -19 -13 -21 -15 -20 -5 -25 -12 27 -27 -3 -6
right_child=1 2 -4 23 5 7 -8 -9 9 10 25 13 -14 21 15 -17 -18 18 22 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0027786638310722841 -0.0027737042145158362 0.0014883033614031156 -0.0025958271918203506 0.0022661227109102063 -0.002309759165949611 -0.0027899026971703218 0.00013240262186706161 0.0019764001193683855 0.0020620462830364737 -0.0027946509856793564 -0.0024881624466817904 -0.0027758900433108281 -0.001004046061384097 -0.0026655637067388451 -0.0013919610209571459 0.0021837399467327305 -0.002427826619949783 -0.00047948568430024487 -0.0014448897020815374 0.00095871736871818781 -0.0016152524061871089 0.0024893223484981578 0.0020920238932365942 -0.0025694800837095357 0.0017623381676250664 -0.0023154591995240563 -0.0028116810864346848 0.0024371039866202806 -0.0025958151827738677 -0.00054805309117702508
leaf_weight=0.061474546448152867 0.067421532753542013 0.041862496938847471 0.075478181115613441 0.03930516610853374 0.31159752069106583 0.080080849875231119 1.5420031533212755 0.2239838858222355 0.29407427469050285 0.042689919151598588 0.03136901423567906 0.16271884665366287 0.10626817385491449 0.17634422560513296 0.10242272503091954 0.30978677469101956 0.16689262937870797 0.39245373898302205 0.063057401406695135 0.23665604438429 0.21336926607182249 0.03250830981778563 0.40321888671314809 0.21682871498342127 0.045368506078375503 0.02651514729950577 0.027517605572938919 0.43932652101648262 0.15132592537702283 0.36434040438871307
leaf_count=31 197 31 191 6 469 66 777 87 113 10 4 260 40 94 30 70 35 69 17 37 27 38 118 96 24 6 2 335 293 337
internal_value=0 -9.84606e-05 -6.99183e-05 -3.93843e-05 2.39299e-05 8.22221e-05 -0.000322474 0.000336407 0.000225339 0.00030016 0.00129457 8.8019e-05 0.00124817 -0.000117546 6.02499e-05 0.00129528 -0.00025048 -3.52842e-06 0.000657083 -0.000929342 -0.000261672 -0.0018632 0.00161371 -0.00128726 -0.00181994 0.00162726 0.00188893 0.00216659 -0.00171082 -0.00136017
internal_weight=0 6.38679 6.31936 6.24389 5.94238 5.7492 2.21794 3.53125 3.30727 3.22719 0.567418 2.65977 0.400342 2.25943 2.05058 0.412209 1.63837 1.47147 0.85873 0.612744 0.450025 0.208853 0.466276 0.301502 0.262197 0.524728 0.493359 0.465842 0.193188 0.675938
internal_count=3910 3879 3682 3491 3365 3041 1583 1458 1371 1305 357 948 153 795 663 100 563 528 204 324 64 132 135 126 120 347 343 341 324 806
is_linear=0
shrinkage=0.00276853


Tree=506
num_leaves=31
num_cat=0
split_feature=4 11 151 474 480 1213 1211 50 47 130 1456 1453 128 1 0 3 156 43 16 2 403 3 42 16 151 48 0 4 1374 0
split_gain=0.0618544 0.113496 0.0854195 0.0754329 0.074747 0.0703275 0.0671877 0.0621957 0.100481 0.0700137 0.0615007 0.0629252 0.0620435 0.0672705 0.126184 0.0993433 0.087921 0.085303 0.125695 0.0883173 0.0705116 0.0710821 0.0888026 0.0718708 0.0801693 0.0904358 0.134524 0.0721505 0.0660756 0.0810721
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.08456000000000001 -0.082704999999999987 1.0000000180025095e-35 0.11901000000000002 0.096475000000000019 0.086635000000000004 -1.0000000180025095e-35 -0.09343499999999999 0.11637500000000002 1.0000000180025095e-35 -0.084074999999999997 -0.10315499999999998 0.090385000000000007 0.15364000000000003 0.0015250000000000001 0.08734500000000002 0.090530000000000013 -0.5217799999999998 0.09901500000000002 -0.083564999999999987 -0.081219999999999987 0.091555000000000011 -0.060094999999999989 -0.51381999999999983 -0.095439999999999983 -0.230625
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 9 -5 11 -7 13 14 17 -15 28 18 -12 -20 21 -16 23 -23 -25 26 -26 -28 -17 -30
right_child=2 -3 3 7 -6 6 -8 -9 -10 -11 12 -13 -14 15 20 16 -18 -19 19 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0039566590526062574 -0.0034766124818604413 -0.0033216578408385472 -0.0041026403825273538 0.003577840831258046 -0.0039627015602285423 0.0019996748090686362 -0.0039660670882539842 -0.0015316377211996835 -0.00029157449540723754 -0.0020715864447817087 -0.0039784925413418413 -0.0036318015775961983 -0.0040156443869023856 0.0028060591860388589 0.0040367277323301656 -0.0011725852840930669 -0.0025294733228656487 0.0011338222671295481 0.0029872847894191579 -0.0039704564077102412 -0.0034231400532819976 0.0017927870023760391 -0.0040246433985229599 -0.0040607505844080629 -0.0039727800612573564 0.0027187801800295213 -0.0022888310702432282 0.0012943203898907534 0.0032090486896790287 0.00051614826100523036
leaf_weight=0.072164242204962536 0.063830491126282141 0.18143934578984033 0.038546173658687621 0.39226089442672663 0.078747151295828988 0.0405540937645128 0.066750995199981733 0.088522433943580836 0.20232707819377538 0.037510401620238554 0.33383005570612967 0.13098796709164151 0.056309825122298096 0.27841244344745097 0.080092812771908162 0.31126367363322183 0.15862675972311979 0.11235531125475973 0.084247177894212655 0.043007288088119822 0.078574034498160361 0.41870337726140761 0.073230383854024805 0.076515528020536072 0.13761431874809105 0.17098176540457644 0.1147192840144271 0.37244987960002951 0.19427794106741281 1.7122054973115139
leaf_count=339 20 160 4 364 249 18 174 16 47 21 444 298 50 84 8 33 120 53 22 43 41 64 114 56 275 30 11 65 21 666
internal_value=0 -0.000250308 0.00091265 0.0012817 -0.000143072 -8.43004e-05 -2.89175e-05 0.00156971 0.00200404 0.00308476 2.38663e-05 -0.00230047 0.000106805 0.000155664 -0.000373339 0.000573385 0.000311809 -0.00195284 -0.00270499 0.000635826 0.000221422 0.000419695 0.00020734 0.000447397 -0.000198404 0.000172974 -0.000523725 0.000450555 0.000515034 0.000790565
internal_weight=0 5.37806 0.822997 0.759167 5.19662 5.11787 5.04571 0.720621 0.632098 0.429771 4.97896 0.171542 4.80742 4.75111 2.09632 2.65479 2.37637 0.57344 0.461085 0.127254 1.52288 1.44431 1.36421 1.29098 0.872281 0.795765 0.624783 0.487169 2.21775 1.90648
internal_count=3910 3438 472 452 3278 3029 2690 448 432 385 2516 316 2200 2150 1226 924 840 562 509 65 664 623 615 501 437 381 351 76 720 687
is_linear=0
shrinkage=0.00395055


Tree=507
num_leaves=31
num_cat=0
split_feature=45 31 2 1375 403 160 123 4 2 1374 147 49 51 447 133 12 39 42 483 484 475 151 403 160 52 15 51 52 49 48
split_gain=0.0573014 0.0576913 0.0584073 0.100363 0.0742238 0.0736483 0.0731261 0.0803071 0.142443 0.0748941 0.0650383 0.0610026 0.0611433 0.0720978 0.0731915 0.0631827 0.0714143 0.118217 0.0619749 0.0795102 0.058802 0.0573999 0.0720191 0.0763878 0.0710949 0.110234 0.0628802 0.0605494 0.0648114 0.0822719
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 0.088610000000000008 -0.49837999999999999 0.11085000000000002 0.090240000000000015 -1.0000000180025095e-35 -0.51429499999999984 -0.07742499999999998 0.087065000000000017 -0.0036349999999999998 -0.12394999999999999 0.08078500000000001 0.09901500000000002 0.097095000000000015 0.084750000000000006 -0.086424999999999988 -0.044604999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11401500000000002 -0.059484999999999989 0.12190000000000002 -0.088354999999999989 -0.067929999999999977 0.091005000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 -4 7 8 -7 10 -9 -12 13 14 -13 -14 17 18 19 21 -5 27 -23 -24 26 -26 -25 -17 -29 -30
right_child=1 2 5 4 -6 6 -8 9 -10 -11 11 12 15 -15 -16 16 -18 -19 -20 -21 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=0.0034451516242452918 0.0031016515634299225 -0.0034618565452481948 -0.0028755526982296464 0.0031873593289557809 -0.00021188018695356538 -0.0034847559440724838 0.0024101358968684023 -0.0029712187662274186 0.0025256157941261387 -0.0030329672570156094 -0.0034747417744500205 0.002347059783965196 -0.0019412351795345295 0.0034835443419216272 -0.0022679209437663204 -0.0031627581286992525 0.0027786077016255179 -0.0029354424088760822 -0.00222998427332491 0.0031439865618315323 -0.0032934046677803629 -0.0025567299684954338 -0.0026442967846939522 0.002001629164726404 0.0021944471833751228 -0.0031687920919381235 -0.00073189744921330589 0.0017397633318732336 0.0012747337493574146 -0.0030273896360567048
leaf_weight=0.053888810231001005 0.065150319049280259 0.13329139830239034 0.093465811129135878 0.018545711383922026 2.0347558877838305 0.16983578332292459 0.1698955477477283 0.068388852872887873 0.064020757148682605 0.079806857713265233 0.046718823898120099 0.048664673291568761 0.10508327648858884 0.038873386802151799 0.24214759703500321 0.075784005850437097 0.19360648015936011 0.10595323735287809 0.077549036304844665 0.17019614146192896 0.15026216687692873 0.062625730084624354 0.057913080663643091 0.97094261738491272 0.086650214685505489 0.094436106519424468 0.11052147898590192 0.17503697314532474 0.095575106861365611 0.11606412322726101
leaf_count=31 113 102 144 4 1255 101 129 22 16 37 11 45 55 7 180 32 103 159 49 45 662 117 54 273 17 25 15 26 54 27
internal_value=0 -0.000111822 -0.000147569 -0.000568423 -0.000393402 0.000131846 0.000213885 9.93001e-05 -0.00183935 0.000249295 0.00033831 0.000417053 0.000481355 -0.000908549 -0.00149565 0.000664799 0.000779244 0.000603234 0.000782346 0.000898235 -0.00258141 0.000691132 0.00104131 0.00121195 0.00138884 -0.00060247 0.00172227 -0.000356143 0.00019392 -0.00108457
internal_weight=0 5.92176 5.85661 2.33686 2.20356 3.51976 3.42629 3.25639 0.233857 3.02254 2.94273 2.87434 2.82762 0.329686 0.290812 2.49794 2.39285 2.19925 2.09329 2.01575 0.168808 1.84555 1.38309 1.32046 1.26255 0.181086 1.08146 0.46246 0.386676 0.211639
internal_count=3910 3879 3766 2023 1921 1743 1599 1470 117 1353 1316 1294 1283 232 225 1051 996 893 734 685 666 640 501 384 330 42 288 139 107 81
is_linear=0
shrinkage=0.00343384


Tree=508
num_leaves=31
num_cat=0
split_feature=158 1 52 13 47 159 403 1212 3 13 376 43 2 159 48 16 130 15 457 47 16 4 3 51 2 15 0 47 148 3
split_gain=0.0562751 0.0601396 0.0704208 0.083608 0.0702508 0.0690903 0.0676371 0.0933802 0.0718577 0.105707 0.110276 0.0866231 0.0739697 0.0865635 0.0786196 0.0782528 0.0777673 0.0846168 0.0816168 0.0754256 0.154802 0.0894607 0.0974554 0.0887703 0.0968666 0.0749264 0.0663713 0.0850651 0.0633432 0.0550762
threshold=0.11034000000000001 0.11561500000000001 0.11401500000000002 -1.0000000180025095e-35 0.117025 -0.52106999999999992 0.088825000000000015 -0.5172699999999999 -0.5217799999999998 0.16421000000000002 0.083760000000000015 -0.18906999999999999 0.097940000000000013 0.09141500000000001 0.12649500000000002 0.31524000000000002 1.0000000180025095e-35 -0.11739999999999999 -0.066264999999999991 0.097435000000000008 0.070590000000000014 -0.083329999999999987 0.090325000000000003 0.088715000000000002 0.089910000000000004 0.079360000000000014 -0.017269999999999997 0.13283000000000003 -0.07990499999999999 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -1 11 -11 -10 13 16 15 28 17 -13 -19 20 21 -20 23 24 25 -23 27 -3 -14 -17
right_child=-2 26 3 -5 -6 -7 7 -9 9 10 -12 12 14 -15 -16 29 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003864988061384409 -0.0032023282466882262 0.0011594032555579347 0.0022822422545139887 0.00033106299737356234 -0.0033470590341693452 -0.0035385737868129409 0.0029893587547174111 -0.003271905288973683 0.0031712808438350711 -0.0036706700285333836 0.0027308538166085665 -0.0027728453333281332 -0.0019301685007022281 -0.0032739075075715264 -0.0020489454878855505 -0.00380960084263834 -0.0038341346432902673 -0.0028750169574448376 0.0023440767860181512 0.0033896517841990304 -0.0035602315596009603 -0.00027705734792232885 0.0021704329294788449 -0.0038456181138641337 0.0018854986256756417 -0.0038235415456115956 0.0035507151081107121 -0.0015708125082849415 0.0018970808392197289 0.00060672559118302399
leaf_weight=0.073003457193408283 0.082368467846208548 0.64386306476262689 0.033245868336962303 0.19684481634340034 0.091780062577527022 0.25829805870580458 0.042797820618943661 0.17547280757753458 0.1383113378469728 0.19241418179990422 0.048710685317928437 0.14490590569039508 0.067384345515165367 0.13337194541691122 0.12079208200157143 0.06893862512333726 0.078282530816977558 0.11410926528515375 0.32839490167771268 0.11704189285592281 0.1421029476350667 0.46927938536100133 0.25787852366920561 0.10038660073223582 0.25545616738781973 0.10536971715646359 0.11356210123267363 0.22156452138733584 0.85550231352499384 0.099894645005406346
leaf_count=19 167 364 35 143 66 337 33 232 28 100 8 89 21 141 15 170 215 135 239 24 92 270 30 72 91 282 110 45 327 10
internal_value=0 -3.82174e-05 -0.000216372 -0.00158268 -5.83054e-05 -0.0028748 1.47833e-05 -0.00204422 0.000129679 5.86389e-05 -0.00237747 0.000221925 0.000103996 -0.000304306 0.000860509 0.00118242 -0.000116884 2.61169e-05 0.000240711 0.000440908 0.000232859 0.000588227 0.000103014 -0.000469955 -6.17278e-05 -0.000927353 0.000818892 0.000460421 0.00161764 -0.00119657
internal_weight=0 5.68896 4.70997 0.488389 4.22158 0.291544 4.1298 0.218271 3.91153 3.83853 0.241125 3.5974 3.45909 2.24658 1.21251 1.09172 2.11321 2.03493 1.89002 1.77591 1.65887 1.51677 1.18837 0.930492 0.830105 0.574649 0.97899 0.865428 0.922887 0.168833
internal_count=3910 3743 3224 515 2709 372 2643 265 2378 2359 108 2251 2223 1680 543 528 1539 1324 1235 1100 1076 984 745 715 643 552 519 409 348 180
is_linear=0
shrinkage=0.00380061


Tree=509
num_leaves=31
num_cat=0
split_feature=4 48 15 1 1348 13 43 130 0 12 48 123 15 1 151 43 13 132 43 40 16 16 48 16 49 16 2 151 150 1
split_gain=0.318649 0.318236 0.308692 0.355949 0.274043 0.294942 0.329357 0.28004 0.268278 0.256643 0.28202 0.231254 0.291689 0.24144 0.221889 0.194094 0.197323 0.189098 0.246617 0.180079 0.178712 0.17481 0.170291 0.215244 0.174874 0.207603 0.209677 0.191356 0.163194 0.201919
threshold=0.27020000000000005 0.016865000000000002 -0.0063699999999999989 0.095575000000000007 0.084620000000000015 -0.094679999999999986 -0.083684999999999996 -0.079094999999999985 0.047345000000000005 1.0000000180025095e-35 -0.36174999999999996 1.0000000180025095e-35 -0.11739999999999999 0.092550000000000007 -0.27336999999999995 -0.0037249999999999996 -0.5337599999999999 0.080815000000000012 -0.085614999999999983 0.057150000000000006 0.15737500000000001 -0.00083999999999999993 0.084670000000000009 -0.094359999999999986 -0.084114999999999981 -0.072359999999999994 0.11290500000000002 0.10193500000000001 0.081245000000000026 0.11774500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 -8 11 20 -11 12 -3 -13 -2 -4 -17 18 -7 -5 21 -9 -14 -24 27 -26 -27 -25 29 -16
right_child=14 8 4 19 -6 6 7 9 -10 10 -12 13 22 -15 28 16 -18 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0012425999183212292 -0.0010431910126038929 -0.00086655623700001455 -0.00067783559934425966 -0.00044050187383972924 0.0010360915534027347 -0.00033843197563028651 0.00064188255900867418 -0.00052678613262338906 0.0011113037948563428 0.0013693347367649419 -0.0012747980417710913 -0.00089049479289748999 0.0011784129937168369 0.0012110575219674393 -2.5397115236798413e-05 -0.00062650761789746702 0.00074163316600390247 0.00079627832735296199 0.0013658396579539502 0.00089525722042632812 -0.0013026301743510051 0.00059337871088494855 -0.00069118608672106901 -0.00075809465967735913 0.00099748884958462394 0.00040056023641376064 -0.00084957675447114918 0.00079697306827298002 0.0012808234390618706 0.00085666370330519655
leaf_weight=1.0333094199886548 0.16861374047584865 0.64892947889893537 0.27172176228486922 1.3866258657653814 0.30013170005986456 1.3535342938121173 0.24994604793028097 0.56253237536293454 0.39438912729383435 0.068332396447658872 1.2873338573190261 0.11003179854014877 0.20726220321375866 0.43797162675764412 1.0821883323951618 0.20430263434536744 0.9977046220737974 0.41968271663063195 0.15191263364977192 0.18388279248028983 0.24237518377776723 0.37250902972300648 0.59673135602497573 0.51840959591209057 0.57895209832349892 0.78412427933653572 0.29777592056780122 0.16871751984581351 0.33481982056400728 0.67967521044192825
leaf_count=752 20 202 48 170 36 248 55 46 44 1 1057 25 13 98 119 13 103 71 20 11 58 34 63 69 41 114 34 12 100 233
internal_value=0 -0.000156608 -0.000295622 -0.000664478 -0.000147454 -0.000204915 -0.00035991 -0.00063891 0.000109677 -0.000765289 -0.00114152 1.88424e-05 -9.22103e-05 0.000789094 0.000356561 0.000290251 0.000509093 4.34221e-05 -0.000166456 -0.000284105 -0.0003321 -8.05262e-05 6.72124e-05 -1.0999e-05 0.000161868 0.000384504 5.64798e-05 -0.000376263 0.000469128 0.000314876
internal_weight=0 13.8291 9.08584 2.60382 6.48202 6.18189 4.70816 2.78303 4.7433 2.53308 1.35567 4.34891 3.8009 0.548003 2.2653 1.47373 1.20201 1.92513 1.50545 1.57051 1.17742 0.935041 3.15197 2.94471 2.34798 1.66085 1.0819 0.687127 2.09668 1.76186
internal_count=3910 3438 2723 933 1790 1754 1590 1251 715 1196 1058 671 548 123 472 164 116 339 268 181 138 80 346 333 270 189 148 81 452 352
is_linear=0
shrinkage=0.00126831


Tree=510
num_leaves=31
num_cat=0
split_feature=1213 475 156 403 132 13 129 52 133 160 474 133 2 15 148 1373 15 13 160 453 16 133 12 42 151 457 50 1375 43 1375
split_gain=0.0567587 0.0665941 0.0581997 0.0571986 0.070139 0.10891 0.0981085 0.0809006 0.0760665 0.0701572 0.104836 0.117305 0.0941752 0.0859699 0.081659 0.0800816 0.0741504 0.0894933 0.100056 0.0874338 0.0771054 0.066433 0.101394 0.0670056 0.0718063 0.0753019 0.0657622 0.0588815 0.0583919 0.0646999
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.084084999999999979 0.079995000000000011 -0.077944999999999987 0.08956500000000002 -0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 0.084655000000000022 -0.031394999999999992 0.11500500000000001 -0.26361999999999991 0.089690000000000006 0.10355500000000002 -0.19153499999999998 -0.083514999999999992 0.091575000000000017 1.0000000180025095e-35 0.31524000000000002 0.089845000000000022 -1.0000000180025095e-35 -0.10770999999999999 0.088225000000000012 -0.0015249999999999997 0.12454000000000001 -0.012944999999999998 0.083940000000000015 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -9 10 11 -10 27 -11 15 16 -15 18 20 21 -18 23 -23 -19 25 -25 -14 -13 29 -27
right_child=2 -3 3 4 5 -7 -8 8 9 13 -12 12 26 14 -16 -17 17 19 -20 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0033146419007064692 -0.0032983979458954173 -0.0026591689597795674 -0.0020789612536864749 -0.0028553740061921257 -0.0013278600975296505 0.0023522210584266613 -0.0031498266542948415 -0.0029012715159231891 0.0024182273904304868 0.0028853084681227255 0.00095286472018076961 0.0013918885622883834 0.0021793254565080022 -0.00196004363403266 -0.0029104798453410408 -0.0031961231822393017 0.0020973529994014421 -0.0016281095582328499 -0.0012545609449701161 -0.0031719530108987974 -0.0011504575692533273 0.0033167577461279442 -0.0033341129432870784 -0.0028229077639283845 0.0028747375011436895 -0.0011182218343858932 -0.0030631906085948723 -0.0029900186071809445 -0.0022751992259506292 0.000973094779128293
leaf_weight=0.023229880258440971 0.057785842103839857 0.15700243966421101 0.13671920561591822 0.10274274256153137 0.12024801564257359 0.31735055757235375 0.10727127967584227 0.089862463898498279 0.076978367069386877 0.14132868033993817 0.30393993868347025 0.036236089844351227 0.087151322863064706 0.13628580264412482 0.085640313118346856 0.067835406298399792 0.76572144885176552 0.15651737370353958 0.13867317611948238 0.082805737147282232 0.08841997105628252 0.031857667927397415 0.11310865953328164 0.073897054666307027 0.14094549506989995 0.18260599268251398 0.036946687800082145 0.40403953935401649 0.074112465903453884 1.3202077171754272
leaf_count=4 196 588 449 233 117 126 116 166 41 130 204 65 63 42 20 17 209 30 61 26 6 19 75 16 20 15 17 423 21 395
internal_value=0 -0.00188921 -1.1089e-05 2.39626e-05 7.83871e-05 0.00134097 -3.56457e-05 3.48633e-05 9.89288e-05 0.000158245 -0.000640149 -0.00139509 -0.00191521 0.00036789 0.000265022 0.000345648 0.000418339 0.000520628 0.00133992 0.000146831 0.00176114 0.000278117 -0.00187252 0.00043814 0.000618634 0.000426011 0.000618514 -0.00262937 0.00057826 0.00071898
internal_weight=0 0.180232 5.47724 5.41945 5.28273 0.437599 4.84513 4.73786 4.63512 4.54525 0.945292 0.641352 0.564374 3.59996 3.45863 3.37299 3.30516 3.16887 0.992815 2.17606 0.854141 2.09325 0.144966 1.94829 1.79177 1.65082 0.124098 0.440276 1.57693 1.50281
internal_count=3910 592 3318 3122 2673 243 2430 2314 2081 1915 813 609 568 1102 972 952 935 893 276 617 215 591 94 497 467 447 80 488 431 410
is_linear=0
shrinkage=0.00329302


Tree=511
num_leaves=31
num_cat=0
split_feature=4 31 151 150 1 48 0 123 1 457 13 1348 40 1 12 3 159 52 0 43 12 1429 130 130 16 12 0 16 131 48
split_gain=0.363453 0.253836 0.208999 0.19991 0.23206 0.193206 0.33329 0.235145 0.25118 0.196766 0.193835 0.202418 0.190053 0.186249 0.168432 0.405788 0.164294 0.16394 0.130186 0.123506 0.131861 0.171255 0.129801 0.217608 0.125774 0.122565 0.140348 0.121581 0.170727 0.1321
threshold=0.27020000000000005 -1.0000000180025095e-35 -0.27336999999999995 0.081245000000000026 0.11774500000000002 0.016865000000000002 0.047345000000000005 1.0000000180025095e-35 0.092550000000000007 0.041935000000000007 -0.094679999999999986 0.088030000000000011 0.0034800000000000005 0.14000500000000002 0.085185000000000025 0.090325000000000003 -0.11345499999999999 0.11588000000000002 -0.23274999999999998 -0.11046999999999998 0.084100000000000022 0.084920000000000009 -0.083489999999999995 -0.084569999999999992 -0.25582999999999995 -0.051479999999999991 -0.084304999999999977 0.51388000000000011 0.097135000000000013 -0.36174999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 9 -9 13 17 12 19 -7 15 -11 -6 25 -18 24 21 -21 23 -22 -12 -3 -27 29 -29 -24
right_child=2 5 3 -5 16 6 -8 8 -10 14 11 -13 -14 -15 -16 -17 18 -19 -20 20 22 -23 27 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011069626826313282 -0.0011206308730879991 -0.0009936241097235495 -0.00028431479287396275 0.00120454002895728 -0.0010685361985448957 -0.00073037289945150304 0.0010229872146466331 -0.00097877410113222344 0.0010684214410035696 -0.0011458101403592764 0.00035806609988392387 0.00081224930599244397 0.00020908901088988652 0.00068509208596760737 0.00060863244896622185 0.00032413600616708208 -0.0012199810524977336 -0.0012376894212222981 0.0012030865923282664 -0.00066341869374912069 -0.0012045121201308146 0.00063272356580396235 0.0012390104365822331 0.0013313702758069646 -0.0005673168787479995 -0.00025062311939018464 0.00058078220465179547 -0.0012058029201534118 0.00049556682475783084 -0.0011270353863737505
leaf_weight=0.14953070521005152 0.17375313653610636 0.16644637839635823 0.90066486032446913 0.2668902192817767 0.062549558118916715 2.234310717001792 0.27249339647823934 0.1184593173675238 0.30870329411118291 0.48055291647324316 0.25377668114379037 0.13387086580041785 0.33398195297922928 0.14117390167666588 0.36958413966931392 0.60721381759503856 0.034472689963876979 0.18322313798125822 0.38993722818850129 1.9570795898616826 0.10203617176739499 0.1573137039085849 0.034140016883610236 0.091842204332347577 1.2105962050991328 0.68486082259914816 0.50305538816610085 0.16470559830486298 0.17246199073269963 2.6513665352322344
leaf_count=59 20 14 119 100 7 416 34 25 77 39 14 26 32 23 30 35 2 50 224 342 45 28 1 1 271 122 36 115 13 1590
internal_value=0 -0.00044155 0.000126311 0.000257262 7.5066e-05 -0.000458917 -0.000258442 -0.00034041 0.0005007 -0.00043415 -0.000562163 -0.000643772 -0.000671113 -0.000646253 -8.84218e-05 -0.000325256 0.000739765 -0.000176663 0.00100627 -0.000714374 -0.000798822 -0.000566984 -0.00095122 -3.23824e-06 -0.000406947 -3.31237e-05 0.000101458 -0.00101202 -0.000335548 -0.00109696
internal_weight=0 13.4828 1.82827 1.65451 1.38762 13.3332 4.53249 4.26 0.427163 3.83284 8.80076 7.26317 7.1293 2.37548 1.45735 1.08777 0.486959 1.53759 0.42441 6.79532 5.33095 2.11439 3.21655 0.193878 1.46437 1.35436 1.18792 3.02267 0.337168 2.68551
internal_count=3910 3438 472 452 352 3379 679 645 102 543 2700 2478 2452 439 104 74 233 222 226 2420 2135 370 1765 46 285 172 158 1719 128 1591
is_linear=0
shrinkage=0.00119516


Tree=512
num_leaves=31
num_cat=0
split_feature=1 484 42 42 130 130 51 0 2 40 48 51 148 52 123 0 131 12 14 13 124 34 49 12 454 160 3 15 13 13
split_gain=0.335785 0.210791 0.211562 0.250934 0.247016 0.26738 0.23784 0.202574 0.213107 0.231382 0.2525 0.264688 0.221534 0.201853 0.200298 0.197536 0.198416 0.203469 0.196409 0.186202 0.185834 0.180249 0.213005 0.256372 0.223675 0.195304 0.169834 0.16772 0.164587 0.366085
threshold=0.10386500000000001 -0.0043499999999999988 0.091955000000000023 -1.0000000180025095e-35 -0.076814999999999981 -0.084569999999999992 -0.10748999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.12738500000000003 0.13741000000000003 -0.07964499999999998 0.024145000000000003 0.091310000000000016 0.18055000000000002 0.08956500000000002 0.10809500000000001 0.078275000000000025 -0.52445999999999982 -1.0000000180025095e-35 -0.0011599999999999998 -0.085974999999999982 0.085605000000000014 -1.0000000180025095e-35 -0.096329999999999985 0.10223 -0.46673499999999996 -0.10023999999999998 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 -5 8 -2 -10 11 12 -11 -12 -6 16 17 18 20 -14 -8 -22 23 -23 -24 -26 -1 -21 -27 -30
right_child=7 2 -4 6 14 -7 15 -9 9 10 13 -13 19 -15 -16 -17 -18 -19 -20 27 21 22 24 -25 25 28 -28 -29 29 -31
leaf_value=-0.0013582385326746968 -0.00025054107353650302 -0.0011666198651263827 -0.00075774302282838725 -0.0013544918853885192 -0.0010571370474657569 0.00092769707681307229 0.001300374515262585 0.0010812093457774729 0.001238980002169628 -0.00089054862180008723 -0.0010628330270545851 -0.0012282366953411919 -0.00085220646840909221 0.00035230603182374024 0.00060834506909958493 0.0012431511475455496 -0.0013614606460083732 -0.0014101617977363011 -0.0013641928186899244 -0.00024099324061691864 -0.0010844113376302586 -0.001264166541274382 -0.0013695270047976128 0.00021324524547050407 -0.0005606243803896651 0.00087970705055567832 0.00063729578914607917 0.0010690942020680433 -0.00084900709606710483 0.00043263150611361309
leaf_weight=0.47402515965222747 1.8976357859210118 0.16444114502519369 1.0551621349222831 0.22808442311361155 1.1694012521184021 0.33623838478524692 0.2323605887650001 0.41658960795029987 0.4298078719293702 0.16560632950859222 0.44607980514410872 0.15835943247657258 0.12170661147683848 0.30913448752835393 0.14728880510665465 0.23961050732759748 0.18863756870268833 0.17061023443238799 0.16592657379806031 0.20662750289193343 0.2339845503447523 0.40931838352116479 0.15198088968463164 0.44312071122112684 0.43983936522999734 0.93221091569284631 0.092305712518282235 1.2356961362238501 0.47760287435084814 2.6106930061651221
leaf_count=505 264 71 505 87 785 29 44 173 149 17 47 12 17 15 9 18 62 13 32 35 32 42 31 38 171 43 14 166 263 221
internal_value=0 -0.0002346 -0.000188446 -0.000119726 -0.000564843 0.000239848 -2.89431e-06 0.000179663 0.000104104 0.000323103 0.000174174 0.000437277 0.000589766 -0.000483569 -0.000870831 4.31456e-05 -1.38992e-06 3.95442e-05 8.01105e-05 0.000746508 0.000120516 7.24083e-05 0.00012194 -0.000496168 0.000236177 0.000290889 -0.00103299 0.000881411 0.000384044 0.000234427
internal_weight=0 10.3628 9.79651 8.74135 1.81737 0.50068 6.92398 5.38724 4.97065 3.07302 2.64321 1.888 1.72964 0.755214 1.31669 6.6959 6.45629 6.26765 6.09704 1.56403 5.93111 5.69875 5.46477 0.852439 4.61233 4.46035 0.566331 1.44232 4.02051 3.0883
internal_count=3910 3015 2496 1991 894 100 1097 895 722 458 309 247 235 62 794 1010 992 930 917 218 885 841 809 80 729 698 519 201 527 484
is_linear=0
shrinkage=0.00134594


Tree=513
num_leaves=31
num_cat=0
split_feature=39 3 52 1 484 150 1213 475 403 0 4 52 47 48 0 51 38 160 13 457 14 1 15 13 3 13 0 0 2 0
split_gain=0.36749 0.367208 0.250828 0.249755 0.247217 0.296515 0.250422 0.287301 0.26515 0.268609 0.310788 0.431218 0.316813 0.307423 0.25743 0.242303 0.256001 0.239887 0.24127 0.217968 0.253152 0.271292 0.331692 0.207615 0.30273 0.20082 0.195983 0.183603 0.17534 0.163971
threshold=0.005105000000000001 0.31335500000000011 -0.42985499999999993 0.088010000000000019 -0.0043499999999999988 0.10117000000000001 -1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 -0.074249999999999997 -0.23071499999999998 0.10218500000000001 0.085165000000000018 0.12675000000000003 -0.10575999999999998 -0.40274499999999996 0.13905500000000001 -1.0000000180025095e-35 -0.076384999999999995 -0.0015249999999999997 0.077685000000000018 1.0000000180025095e-35 -0.095799999999999982 -0.084184999999999996 -0.078884999999999997 -0.083924999999999986 0.024745000000000003 0.15480500000000005 0.106285 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 26 5 -4 7 -6 -8 13 12 -12 25 14 19 -5 -17 -16 23 -10 21 29 -23 24 -19 -11 -2 -1 -27 -21
right_child=3 -3 4 15 6 -7 8 -9 9 10 11 -13 -14 -15 17 16 -18 18 -20 20 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0013015850711480636 -0.00099801637572839957 0.0010407342071807428 -0.0011486601925072724 -0.0013172948733024864 0.0013256358661283009 0.00069269530789122262 -0.0011661368775118968 -0.0012143293229073082 -0.00061441190004259832 0.00020141185947452245 0.00093300084223246012 -0.0010145207358173355 0.00095729487218828863 -0.0012258630919033181 -0.001127618823307644 0.00087355483755917947 -0.0013320601261350054 -0.0010410160847016232 -0.0006294210009645311 -0.0013368914212496137 -0.00096493735109290466 2.4500480150230948e-05 0.00092154370518580031 0.00074321118633538248 0.00066971191938245312 -0.0013292561603515122 0.00044355058783197886 0.00076642138748512839 -6.1898971859835117e-05 5.2076808641338427e-05
leaf_weight=0.53295172729122064 0.33728647686075364 0.40046197330229993 0.78887436499644437 0.10109906224533927 0.085307814180850983 0.17970024433452636 0.36597765299665752 0.58994153926323178 0.62360360685852345 0.50824306765571226 1.3968735234520959 0.22028213212615799 0.35064219179912459 0.44104804767994199 0.60513456670741694 1.5325403091264882 0.093441147357225529 0.40005751787975896 1.2335493336868306 0.22862253821222112 0.28166118936496776 1.3475276074022993 1.413490058621391 0.58191503008128764 0.30518306529847905 0.47840258742508046 0.29665542964357883 0.083046135434415191 0.29557837574975565 0.37648562158573984
leaf_count=341 74 123 526 10 4 14 383 542 43 19 161 61 20 40 383 354 4 71 282 17 40 85 106 48 28 56 17 4 19 35
internal_value=0 -0.000180366 -0.000216023 0.000371058 -0.000178082 -0.000807032 -0.000127858 -0.000893442 -8.27259e-05 -4.69671e-05 0.000265728 0.000667718 -0.000132394 -0.000176621 -0.000114062 0.000625976 0.000746804 -0.000396175 -0.00022058 9.23905e-05 0.000213221 0.000311804 0.000483738 0.000171234 -0.000300722 -0.000430385 -0.00032343 -0.00102279 -0.000845261 -0.000472704
internal_weight=0 14.1146 13.7141 2.36102 13.0981 0.968575 12.1295 0.675249 11.4543 11.0883 3.25002 1.61716 1.63287 7.83828 7.39723 1.72708 1.62598 3.12584 2.5207 4.27139 3.64779 3.36613 2.76102 1.28716 0.705241 1.28222 0.633942 0.615998 0.773981 0.605108
internal_count=3910 3451 3328 459 2983 540 2443 546 1897 1514 336 222 114 1178 1138 368 358 812 429 326 283 243 191 147 99 94 91 345 75 52
is_linear=0
shrinkage=0.00129368


Tree=514
num_leaves=31
num_cat=0
split_feature=1 0 14 3 3 484 457 2 48 51 148 124 11 156 133 123 12 51 156 133 0 15 49 4 160 403 43 15 15 0
split_gain=0.390327 0.217011 0.20775 0.236803 0.31462 0.21922 0.213959 0.203194 0.272441 0.246227 0.215612 0.199074 0.192487 0.177266 0.185013 0.166527 0.187623 0.160341 0.149274 0.148411 0.143346 0.141413 0.315986 0.194539 0.137978 0.171263 0.199077 0.246493 0.257742 0.197632
threshold=0.10386500000000001 -0.017269999999999997 0.077685000000000018 -0.115685 -0.055684999999999991 0.085815000000000016 -0.0015249999999999997 1.0000000180025095e-35 0.12738500000000003 0.13741000000000003 -0.07964499999999998 -0.52484999999999993 0.08184000000000001 0.082150000000000015 -0.0023199999999999996 1.0000000180025095e-35 -0.0089849999999999982 0.12900500000000004 0.11896500000000002 0.0068000000000000014 -0.13027499999999997 -0.095799999999999982 -0.076864999999999975 0.0057500000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0033500000000000005 0.083935000000000023 -0.07052499999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 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 12 24 6 -6 20 9 10 -9 -12 19 14 -8 16 -16 -10 -13 -1 -2 -18 -23 -24 -5 -26 27 28 -27 -29
right_child=1 -3 -4 4 5 -7 13 8 17 -11 11 18 -14 -15 15 -17 21 -19 -20 -21 -22 22 23 -25 25 26 -28 29 -30 -31
leaf_value=0.00060896102715887691 0.0012593698335111581 0.00094363304185205213 -0.00125603680292399 -0.0011106828614228991 -0.0010858208796034083 0.00071762897911623188 -0.0010203636179005498 -0.00069070234906847526 -0.00090027373325828508 -0.00076808778144845183 -0.0012595787571930848 0.0010129222905635423 -0.00079241749143321597 -0.0011333291483378509 -0.0010518420318142215 0.00076737735484203235 -0.000416104783638784 0.00022652012421778113 -0.00046024506652312953 -0.00033218213424658551 -0.00031385935766384379 -0.00082425225715563309 0.00010712860501602301 0.0011032104630731591 -0.0010966178523749059 8.6323423565287546e-05 -0.0010682219737130256 -0.0012509636711679692 -0.0010907662424227969 0.0006069837694129799
leaf_weight=1.1722026362549494 0.095036122598685213 0.56353058124659661 0.28467707423260513 0.56484977687068605 0.34176320699043605 0.51470441686979018 0.2421673367789493 0.15821626095566976 0.36596967233344901 0.19532436877489079 0.067981179803610625 1.5438434554671392 0.24267817023792293 0.219283637459739 0.24670839415921575 0.49515366303967301 0.60313205042621287 0.41858785785734653 0.11421677417820308 0.3325627079757395 1.5505346642603397 0.31057877515559296 0.63710067060309927 0.57836614042753354 0.5064104911944004 0.57026553677132918 0.42986913384811476 0.1007420267269481 0.58029648715455751 0.72964911155577272
leaf_count=91 15 203 109 702 29 67 83 17 39 13 6 314 57 67 41 62 42 43 8 56 237 13 56 29 673 175 251 55 227 130
internal_value=0 0.000216122 -0.000209501 -0.000177869 -0.000271972 -4.23792e-05 -0.000148844 0.000125213 0.000325276 0.00056083 0.000698587 0.000825935 0.00023523 -5.27527e-05 2.33594e-05 0.000111396 -2.53162e-05 -0.000299091 0.000911442 0.000400962 -0.000223001 9.36276e-05 0.000295087 0.000581103 -0.000548173 -0.000439257 -0.000301173 -0.000134723 -0.000507353 0.00038158
internal_weight=0 5.07324 9.70316 9.41848 7.67104 4.18896 3.67425 4.50971 2.86414 2.07958 1.88426 1.72604 1.74744 3.33249 3.11321 2.87104 2.37589 0.784558 1.65806 1.50477 1.64557 2.12918 1.52605 1.21547 3.48208 2.91723 2.41082 1.98095 1.15056 0.830391
internal_count=3910 895 3015 2906 2702 489 422 692 440 358 345 328 204 393 326 243 181 82 322 147 252 140 98 85 2213 1511 838 587 402 185
is_linear=0
shrinkage=0.00124344


Tree=515
num_leaves=31
num_cat=0
split_feature=1 42 42 51 50 0 4 13 14 3 124 131 43 159 49 13 13 4 2 40 48 51 148 52 12 0 51 3 13 49
split_gain=0.28485 0.224553 0.23592 0.23828 0.219624 0.208636 0.183257 0.227181 0.178833 0.216852 0.228033 0.196041 0.171786 0.161345 0.164712 0.17625 0.308859 0.160101 0.158592 0.216642 0.20106 0.212113 0.184531 0.158951 0.150112 0.149507 0.146036 0.213338 0.143345 0.135423
threshold=0.10386500000000001 0.091955000000000023 -1.0000000180025095e-35 -0.10748999999999999 0.10119500000000002 -0.017269999999999997 0.11205000000000001 0.41346500000000003 0.077685000000000018 -0.15327499999999997 -0.027784999999999997 0.08844500000000001 -0.079109999999999986 0.10519500000000001 -0.085974999999999982 -0.09547499999999999 -0.084184999999999996 -0.083329999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.12738500000000003 0.13741000000000003 -0.07964499999999998 0.024145000000000003 0.085605000000000014 -0.13027499999999997 -1.0000000180025095e-35 -0.089974999999999986 -0.083924999999999986 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 18 7 -3 9 -5 -11 13 -8 14 24 -16 -17 26 25 -20 21 22 -21 -22 -12 -2 -1 -28 -18 -30
right_child=5 6 3 4 -6 -7 12 -9 -10 10 11 -13 -14 -15 15 16 28 -19 19 20 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011636228021261665 0.0012346900739677465 -0.0012125285573211947 -0.0012254380355464344 0.000911288961011965 -0.0012247185599809972 0.00087397539950080704 0.001155936369123364 0.001298931043433634 -0.0012319229691502168 0.0011939879903840626 -0.0011059195409043674 -0.0012346436421740584 -0.00079358690686401334 -0.0012509561325370489 0.00058506475983912038 -0.0011828552069899508 0.0012186585432371769 -0.00093405969905033053 0.0011433797262508138 -0.00081471296709234435 -0.00096588581824917532 -0.0010862358195046923 0.00064822951713736023 0.00026484222498654274 4.0376524307628544e-05 -0.00033803077748098526 -0.0012305216603246516 0.00018828689800191742 0.00091297195841021897 -4.1913319272752594e-05
leaf_weight=0.10681797657161951 0.095775955036515259 0.73879383126768494 0.23896353392046776 0.4465220511192437 0.20463639616355056 0.54019040449929967 0.1279677472775802 0.057707659900188446 0.15477935707895074 0.2367035539355119 0.31776260604965401 0.1932025540008907 0.14138413657201454 0.14423616007115914 1.0405776121042425 0.29474225652665964 0.16949982709775246 0.81887376137456047 0.35179678103304457 0.14288027386646751 0.37874227232532565 0.13827081071212877 1.2416038616356675 0.26511598378419876 0.36454157234402373 1.4462616077071286 0.26058577930962201 0.39811553003528388 0.24650536931585598 2.1100251424359215
leaf_count=13 15 557 124 54 177 203 14 1 52 49 45 73 29 54 85 368 18 581 141 16 47 11 210 15 36 237 220 138 10 317
internal_value=0 -0.000211999 -0.000139821 -3.19547e-05 1.61904e-05 0.000162229 -0.000736619 -0.00103057 6.05917e-05 9.65448e-05 2.54593e-05 -3.12073e-05 0.000132622 1.83901e-05 5.86848e-05 0.000156252 -1.93588e-06 -0.00055938 6.75406e-05 0.000256063 0.000111988 0.000353467 0.000497252 -0.00045912 -0.000493476 -0.000240349 -0.000158586 -0.000373001 0.000135856 5.79727e-05
internal_weight=0 8.81294 7.74709 6.1627 5.92373 4.60064 1.06585 0.796501 5.7191 5.56432 5.1178 4.88109 0.269352 4.68789 4.54365 3.86135 2.82077 1.58439 4.06045 2.51841 2.16661 1.52275 1.38448 0.643858 0.682304 1.54204 0.765519 0.658701 2.52603 2.35653
internal_count=3910 3015 2414 1462 1338 895 601 558 1161 1109 1055 1006 43 933 879 798 713 952 692 440 299 237 226 62 81 252 371 358 345 327
is_linear=0
shrinkage=0.00121906


Tree=516
num_leaves=31
num_cat=0
split_feature=1 47 150 4 150 13 42 0 42 52 50 151 156 13 15 52 15 4 52 1 47 133 16 43 48 128 1373 15 3 0
split_gain=0.436629 0.286873 0.25309 0.303506 0.615464 0.291381 0.241705 0.281325 0.303562 0.236788 0.243844 0.250895 0.24303 0.235375 0.232914 0.283971 0.263251 0.214024 0.390712 0.208837 0.305836 0.206263 0.301158 0.190554 0.188716 0.195981 0.186408 0.178005 0.176516 0.173886
threshold=0.10386500000000001 0.084155000000000021 0.083205000000000015 0.0057500000000000008 0.086420000000000011 0.098990000000000009 0.091955000000000023 0.039665000000000006 0.091230000000000019 -0.24456499999999998 0.14061500000000002 -0.40391999999999995 0.11896500000000002 0.0024700000000000004 -0.0058549999999999991 0.10218500000000001 0.014775000000000002 -0.49837999999999999 0.10433000000000002 0.091845000000000024 0.09252500000000001 0.083815000000000014 -0.088144999999999987 -0.26007999999999992 -0.088799999999999976 0.086435000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08824499999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -4 -6 7 8 13 27 11 -11 24 14 19 16 -16 18 -9 -1 -21 22 29 -8 -13 26 -26 -2 -23 -18
right_child=1 -3 3 -5 5 -7 23 17 -10 10 -12 12 -14 -15 15 -17 21 -19 -20 20 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010540279523716513 0.00084200286641787842 -0.000181201994497009 0.00074240524652526452 0.00077700724010150912 -0.0012918037136670176 0.0010394720165063441 -1.2501032757903487e-05 -0.0013932079021675033 0.0010367518630391998 -0.0010187304449385311 -0.0014003840346916625 -0.00035929249254479812 -0.00073237054197235511 -0.0012337637951427955 0.00055198432836411405 -0.0013957506174931806 -0.00061597434758035754 0.00059313609516453496 0.00093277685953003359 0.00068416314988420531 -0.0012267632406655949 -0.0013828808270649395 -0.0013869413203915723 -0.0013443641115069155 -0.00052921305151376087 -0.00053084176937377562 0.0011484507566604909 -0.0012561626803093368 0.00087498375848352769 0.00073668328740785351
leaf_weight=1.3786157207650829 0.10971507243812084 2.3234553397342097 0.68401677691144802 0.85861817409750063 0.77633636059181299 0.11616861447691917 0.27372026038938202 0.33881691982969631 0.25438213201414317 0.16354588081594679 0.11510926252230991 0.22691339137964162 0.19949006510432798 0.713599835478817 0.99882614900707567 0.3098832046453025 0.42006223092903383 1.0230776895186862 0.22750869707670063 0.37981181181385171 0.27011580270482227 0.079461375309620053 0.54505210940260451 0.77776840431033611 0.13249244424514772 0.15770777477882791 2.1575384071038521 0.2495442986255515 0.36512919850065362 0.31227714649867233
leaf_count=628 5 235 61 72 165 4 30 80 38 12 14 23 16 393 88 153 170 65 9 38 36 37 340 531 6 21 496 67 53 24
internal_value=0 0.000193034 -0.000270796 0.00012026 -0.000237423 -0.000988364 -0.000380656 -0.000295478 -0.000430968 0.000440616 0.000560948 0.000635271 0.000729387 -0.000495644 -0.000391532 -0.00015054 -8.71822e-06 0.000218319 -0.000458795 -0.000751581 -0.000110035 -0.000333951 -0.000614262 -0.000997658 0.000838413 0.000949445 0.00105139 -0.000615399 0.000471437 -3.9187e-05
internal_weight=0 5.83551 11.1032 2.43514 1.57652 0.892505 8.66811 7.61662 6.02722 3.51206 3.1528 3.03769 2.87414 5.77283 5.05923 3.03069 2.72081 1.5894 0.566326 2.02854 0.649928 1.72198 1.27739 1.05149 2.67465 2.44774 2.29003 0.359259 0.444591 0.732339
internal_count=3910 895 3015 302 230 169 2713 2152 1998 660 588 574 562 1960 1567 865 712 154 89 702 74 624 534 561 546 523 502 72 90 194
is_linear=0
shrinkage=0.00137286


Tree=517
num_leaves=31
num_cat=0
split_feature=1 39 0 51 3 457 1375 42 42 123 132 16 48 150 3 12 12 43 44 16 13 1212 15 457 0 11 159 157 49 15
split_gain=0.341871 0.420666 0.394698 0.314862 0.275981 0.30226 0.276701 0.223707 0.217977 0.266816 0.215282 0.221752 0.25479 0.218153 0.200746 0.273253 0.355832 0.196351 0.194117 0.183402 0.181772 0.17806 0.173505 0.189981 0.241986 0.169082 0.169687 0.166182 0.151391 0.138003
threshold=0.085990000000000011 0.005105000000000001 -0.070894999999999986 -0.40274499999999996 0.31335500000000011 0.081330000000000013 -0.43271999999999994 0.091955000000000023 -1.0000000180025095e-35 0.091310000000000016 0.079995000000000011 -0.095109999999999986 0.11930500000000001 -1.0000000180025095e-35 0.11476000000000001 0.086935000000000012 0.086865000000000012 -0.24333999999999997 0.13998500000000003 0.67964000000000013 0.10741000000000002 -0.50114499999999984 -0.26361999999999991 -0.0015249999999999997 -0.13027499999999997 -0.079069999999999988 0.083280000000000007 -0.07637999999999999 -0.18178499999999997 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 4 14 -3 5 10 -7 8 9 -4 11 12 22 -13 15 16 29 -9 19 21 -10 -15 -2 -24 -25 -23 -27 -28 -17 -1
right_child=1 3 7 -5 -6 6 -8 17 20 -11 -12 13 -14 18 -16 28 -18 -19 -20 -21 -22 25 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.00043828466370744848 0.0011702215362311139 -0.0014058084287923997 -0.0013413661403878564 0.00087279907196838422 0.0011968694523664424 -0.00055875783975716073 0.0007811996750435123 0.00018593936464548393 0.00024468908292048995 0.0010116157553027565 0.00056086119653249271 0.00099350849045170132 -0.0011778702636435232 0.0011608940306451286 0.00037892602616617803 5.8712605155850591e-05 0.0013843343440476123 -0.0014048251759020409 0.0014851530159347619 0.0010962013659353022 0.0013362532703159668 0.0010093705359251917 -0.0011816595835388763 0.0010178334287615127 -0.00023616041618456545 -0.0011079465628693415 0.00077308903129296802 -0.00085604697574438759 -0.0013837882480784852 -0.0013848724654797755
leaf_weight=1.821714639416314 0.28282594803022232 0.1237498914124443 0.29823169282462991 1.4963092453544957 0.30907996537280258 0.39631883625406761 1.0874009334947912 0.26371664565522224 1.4215935745160111 0.13060746528208256 0.52899646258447308 0.15456877130782265 0.30296267665107723 0.084045656782110956 0.34778860316146154 0.15549764613388051 0.18707002293376707 0.32830142466991663 0.075949668185785302 0.099005109164863714 0.36042791162617493 0.087310890201481306 0.21964565943926562 0.44499499452649605 0.83290187665261251 2.0459946960618227 0.1953608488838654 0.29805733136890911 1.1606769926002019 0.34530504829308473
leaf_count=538 46 10 113 362 122 12 103 18 114 4 89 17 29 10 14 13 11 148 2 10 15 7 16 30 89 639 34 74 935 286
internal_value=0 6.47602e-05 -0.000342108 0.000698745 -7.31895e-05 -0.000128197 0.000423281 5.32978e-05 0.000254 -0.000624741 -0.000272951 -0.000359039 -1.4014e-05 -0.000595464 -0.000617931 -0.000712392 -0.000432297 -0.000696213 -0.000680574 -0.000739115 0.000465467 -0.000806146 0.000184038 -2.21301e-06 0.000200511 -0.000869084 -0.00093367 -0.000211017 -0.00121337 -0.000589119
internal_weight=0 9.06548 6.82093 1.62006 7.44542 7.13634 1.48372 2.80288 2.21086 0.428839 5.65262 5.12362 2.08333 3.04029 4.01805 3.67026 2.35409 0.592018 2.88572 2.80977 1.78202 2.71077 1.78037 1.49754 1.2779 2.62672 2.53941 0.493418 1.31617 2.16702
internal_count=3910 1701 2209 372 1329 1207 115 412 246 117 1092 1003 210 793 1797 1783 835 166 776 774 129 764 181 135 119 754 747 108 948 824
is_linear=0
shrinkage=0.00137286


Tree=518
num_leaves=31
num_cat=0
split_feature=1 0 3 3 47 15 11 40 11 150 0 50 48 160 376 484 16 150 52 124 13 158 475 49 2 457 3 2 52 4
split_gain=0.408854 0.260529 0.255226 0.26728 0.232512 0.256255 0.230645 0.227173 0.215897 0.213378 0.229791 0.179812 0.198079 0.252488 0.163854 0.175166 0.160971 0.151985 0.144787 0.170336 0.140557 0.130839 0.120713 0.120229 0.107431 0.0992299 0.130932 0.119056 0.176472 0.142132
threshold=0.10113500000000002 -0.017269999999999997 -0.115685 -0.055684999999999991 0.087850000000000025 0.024640000000000006 0.081130000000000022 -1.0000000180025095e-35 0.08184000000000001 0.083295000000000022 -0.077944999999999987 0.11581000000000001 0.12862000000000004 -0.08044999999999998 0.048695000000000009 0.085815000000000016 -0.014754999999999999 0.11016500000000001 -0.37613999999999997 -0.37194499999999991 -0.057284999999999996 0.091000000000000011 -0.064294999999999991 -1.0000000180025095e-35 0.091025000000000009 -0.0015249999999999997 0.086245000000000016 0.10742000000000002 -1.0000000180025095e-35 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 5 7 -3 -2 9 10 -1 12 13 23 15 17 -8 25 -15 -20 -7 -21 -17 -9 -24 -5 -27 28 29 -28
right_child=1 6 3 14 -6 20 16 11 -10 -11 -12 -13 -14 18 -16 22 -18 -19 19 21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00079782875508585755 0.0010907136444963347 0.0010219771712441711 -0.0007246568122483677 -0.0011157604309221174 -0.00043860001839038159 0.00032371716529283449 0.0010943161432500907 -0.0010540976283753009 -0.00091743702803936695 0.0010591365537588871 0.00017529152765750628 -0.00098671040409413751 -0.00061644236465626973 -0.00050322028247403231 0.00014670328280787335 0.00084242887417025798 -0.0009124256721347744 0.00025568683808377114 -0.00056443749456680016 0.0010870184254945417 -0.00072301190227446626 -0.00027079316816977831 -0.00092734597736713036 0.00012681776698372365 0.00039397626524054013 -0.00075239045919224393 -0.0011012275408881199 -0.00093396541073145734 0.00039787924502026825 -8.4326005791987961e-05
leaf_weight=0.39591867494164024 0.29267755991895761 0.41232352863880706 4.5315169261666597 0.3706326559185994 2.4624930847494397 0.19319412222830579 0.065801583637949079 0.17635367950424552 0.32066083655809041 0.2149601891869678 1.0090305867779541 0.17269795411266375 0.30878519150428463 0.11843972431961458 0.65648225258337323 0.19115566596155986 0.1625426450627856 0.27065738773671899 0.10011926575680319 0.72517790473648214 0.67747429379960511 0.093929856346221641 0.14423585194163013 0.2365033247333489 0.14418097605812363 1.4093106192594862 0.26280704062082794 0.26722673838958133 0.44702684844378371 0.41599865420721471
leaf_count=88 161 145 2200 21 234 30 13 9 67 18 81 23 12 7 58 18 72 14 12 167 53 14 25 35 19 196 44 17 36 21
internal_value=0 -0.000115017 -0.000462351 -0.000538269 -0.000190366 7.11622e-06 0.000538633 0.000201965 -0.000105904 5.47385e-05 -9.89365e-05 6.73297e-05 0.000170797 0.000338383 -0.000353844 -0.000437601 -0.000334146 -0.000522959 0.000623258 0.000768401 -0.000490751 0.000931314 0.000175328 -0.000377615 -0.000266811 -0.000589378 -0.00051976 -0.000284416 -0.000130239 -0.000478031
internal_weight=0 6.19851 11.0518 9.11123 5.55785 3.09535 0.640668 2.22468 1.94057 1.61991 1.40495 1.93201 1.75931 1.45052 4.57971 3.92323 0.228344 3.44366 1.03767 0.919227 0.870668 0.819108 0.479572 0.412857 0.288417 3.173 2.80237 1.39306 1.12583 0.678806
internal_count=3910 987 2923 2669 757 523 230 440 254 187 169 279 256 244 469 411 85 349 200 193 83 181 62 44 44 335 314 118 101 65
is_linear=0
shrinkage=0.00108249


Tree=519
num_leaves=31
num_cat=0
split_feature=1 0 123 2 48 48 14 3 3 2 0 16 49 155 133 15 2 16 48 1375 50 11 0 0 9 4 16 49 1186 1186
split_gain=0.446433 0.239103 0.229176 0.226543 0.331481 0.258442 0.270027 0.218152 0.223915 0.273326 0.195441 0.191632 0.18738 0.180331 0.179736 0.178319 0.167992 0.171136 0.171599 0.154896 0.146752 0.146333 0.152406 0.142819 0.142759 0.142012 0.114302 0.102103 0.0955088 0.289282
threshold=0.10386500000000001 -0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.12738500000000003 -0.086624999999999994 -0.23083499999999998 -0.115685 0.084925000000000014 0.083795000000000022 -0.13506999999999997 0.28937500000000005 -0.085974999999999982 0.11245500000000001 -0.0023199999999999996 -0.016339999999999997 0.089785000000000018 0.23932500000000004 0.092250000000000013 0.071870000000000003 0.13541500000000004 0.077165000000000025 -0.060094999999999989 -0.15137999999999999 -0.016839999999999997 -0.34687499999999999 -0.061204999999999989 -0.016474999999999997 0.085080000000000003 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=2 3 7 -2 5 -5 10 15 24 -10 -7 19 -11 -3 -4 -1 -14 18 -18 -8 -12 22 -17 -6 -9 -24 -25 -16 -26 -30
right_child=1 13 14 4 23 6 11 8 9 12 20 -13 16 -15 27 21 17 -19 -20 -21 -22 -23 25 26 28 -27 -28 -29 29 -31
leaf_value=0.00049265443368075822 -0.00052283787340380269 0.00098755100142990581 -0.0011191452111545387 -0.00088478007206280543 -0.001040334308292997 -0.00076549590121336808 0.0011856668156958532 0.0013135102587142759 0.0010448117705072876 -0.0012349204388438549 0.0012820836260587704 -0.0006023345261470845 -0.00093078677805035284 -0.0011861298244212474 0.0010382247273093531 -0.00096441990458629161 0.0005809707039044691 -0.00073745246906661605 -0.00046521403207302385 -0.00047982139159913746 -0.00080186699647746861 -0.0010435827326778853 -0.00045118956775481989 0.00078405062309948618 -0.00087733862580059014 0.00061481755257083038 -0.00055878831602346841 1.643141205902198e-05 0.0010896917080749347 -0.0012797716691806975
leaf_weight=0.4539284428465179 1.8952612121356649 0.47437683833413657 0.1567365379887633 0.25093210238264907 0.51040406501851976 0.37428209045901895 0.94917459176212993 0.050146775320170422 0.20181640633381936 0.44625035836361382 0.18350861268118035 0.13039231440052401 0.55146325891837511 0.070521595131140202 0.24697986867977306 0.28516267050872557 0.64354514831211396 0.48714916923199769 0.41473729512654245 0.099217469803988934 0.077236331766471267 0.42626379602006625 0.37900639593135566 0.16411546408198774 5.3026594492985168 0.428094275994227 0.2692603226751088 0.43330410061753433 0.15501491801114742 0.17812706041149795
leaf_count=68 252 151 29 22 30 19 231 3 11 29 62 7 60 52 47 53 41 47 23 10 7 109 16 23 2339 29 29 39 10 62
internal_value=0 -9.08107e-05 -0.000533179 -0.000179376 3.69922e-05 0.000321622 0.000488522 -0.000584548 -0.000673383 -0.000375899 -0.000178215 0.000847702 -0.000488642 0.00070623 0.000105289 -0.000204837 -0.000329823 -0.000115379 0.000170974 0.00102805 0.000664788 -0.000413336 -0.000167378 -0.000585704 -0.000816997 0.000114231 -5.02674e-05 0.000387398 -0.000835954 -0.000177232
internal_weight=0 5.44868 11.2404 4.90378 3.00852 2.06474 1.81381 10.4034 8.43091 2.74496 0.635027 1.17878 2.54315 0.544898 0.837021 1.97246 2.09689 1.54543 1.05828 1.04839 0.260745 1.51853 1.09226 0.94378 5.68595 0.807101 0.433376 0.680284 5.6358 0.333142
internal_count=3910 895 3015 692 440 358 336 2900 2625 211 88 248 200 203 115 275 171 111 64 241 69 207 98 82 2414 45 52 86 2411 72
is_linear=0
shrinkage=0.00126831


Tree=520
num_leaves=31
num_cat=0
split_feature=1 12 40 151 52 42 0 4 130 49 49 15 403 52 52 2 52 403 51 42 1443 50 47 159 2 160 42 48 4 13
split_gain=0.490188 0.32482 0.330404 0.265553 0.2726 0.265038 0.324871 0.470675 0.330079 0.35208 0.283016 0.320586 0.287286 0.276315 0.273744 0.310343 0.291782 0.280835 0.27276 0.269513 0.288686 0.259769 0.340251 0.307632 0.27143 0.262615 0.27793 0.29021 0.255087 0.325416
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 -0.40391999999999995 -0.42985499999999993 0.091955000000000023 0.047345000000000005 -0.49837999999999999 1.0000000180025095e-35 -0.085974999999999982 -0.047894999999999993 -0.0063699999999999989 -1.0000000180025095e-35 0.10433000000000002 0.10218500000000001 -0.013084999999999998 -0.15422999999999998 0.088015000000000024 -0.095859999999999987 0.091735000000000025 0.088930000000000023 0.11515000000000002 0.13206500000000002 -1.0000000180025095e-35 0.114165 -0.078874999999999987 -0.10770999999999999 0.11028500000000001 0.11205000000000001 0.41346500000000003
decision_type=2 2 2 2 2 2 2 2 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 8 13 9 -1 -11 19 18 -8 15 -14 -17 -18 -13 20 -12 22 24 -23 25 -6 -27 -28 29 -7
right_child=1 3 -4 4 21 28 7 -9 -10 10 11 12 14 -15 -16 16 17 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0010988610115164579 0.0012849591414870009 -0.0014642162949562029 -0.001539120140482898 -0.0015247294159823654 -0.0009082232411117741 -0.0015121761934389357 -0.0015476919897849804 0.00085178565992206684 -0.0013625420714145162 0.00047248096700931768 -0.00097174271728781134 0.001548894524035809 -0.001525706698064191 0.00070466450354713078 -0.0015375098620913589 -0.0015429780758699169 0.00075501156782463756 -0.00074773668985145551 -0.001526676607051603 0.0016773621485450254 0.0012276813946527243 -0.0015394284788412568 -0.00083085451195651159 0.00068424542414251581 0.0010309203186745729 -0.0011232413766710315 0.00082591083512743922 -0.0003875296483015914 0.00019124692384427867 0.0016616073317304346
leaf_weight=1.0192392389581053 0.90313613353646338 0.25210666051134456 0.10639298055320978 0.22141243677469891 0.42221598332980637 1.0155976519745298 0.37938082608161483 1.2966634384356428 0.67981899921142108 1.3723378736176508 2.1317146103101532 0.078222829848527908 0.20066361664794197 0.18672815070021898 0.20112371316645283 0.16187199717387457 2.168092186970183 0.32908301436691534 0.43282339378492762 0.10291817714460183 0.14653285621898238 0.39543909532949328 0.5398076488636433 0.22385073339682993 1.2845102364080956 0.25715987500734661 1.8728915951796805 0.59722024016082276 0.35947122186189506 0.080075331032276043
leaf_count=116 301 23 8 113 49 544 60 69 482 102 641 4 37 7 92 33 190 102 386 2 15 57 32 19 208 10 150 17 40 1
internal_value=0 0.000191239 0.000987333 5.87632e-05 0.000124797 -0.000309163 -0.000227959 0.000348349 -0.000346917 -0.000264177 -0.00014804 -0.000291087 -3.89253e-06 -0.000804764 0.000171757 0.00029197 0.00042914 0.000556976 -0.00105592 -0.000721895 -0.00083028 0.000190096 0.000305361 -0.000735651 0.000443688 0.000204186 0.000376401 0.000532527 -0.000916721 -0.00128023
internal_weight=0 7.07614 1.00953 6.06661 5.81451 12.3424 10.8872 1.86277 9.02444 8.34462 7.32538 5.95305 3.57188 0.566109 3.06083 2.85971 2.65905 2.49718 0.511046 2.38117 2.27825 5.5931 4.97381 0.61929 4.434 3.14949 2.72727 2.47011 1.45514 1.09567
internal_count=3910 987 309 678 655 2923 2338 136 2202 1720 1604 1502 844 67 454 362 325 292 390 658 656 542 466 76 434 226 177 167 585 545
is_linear=0
shrinkage=0.00151575


Tree=521
num_leaves=31
num_cat=0
split_feature=1 0 14 42 3 42 123 4 13 42 43 43 39 48 51 2 51 148 16 38 51 131 49 0 52 3 457 15 52 158
split_gain=0.07355 0.0863927 0.0831116 0.0808262 0.0973767 0.0951875 0.0920292 0.0859868 0.108233 0.0783103 0.0736367 0.0699607 0.0649202 0.0883106 0.102788 0.114431 0.0984026 0.0966236 0.0753255 0.0667548 0.0764886 0.0647 0.0621018 0.0857069 0.0842658 0.0689198 0.094728 0.0887924 0.0939013 0.0838637
threshold=0.10386500000000001 -0.017269999999999997 0.077685000000000018 0.091955000000000023 -0.15002999999999997 -0.09602999999999999 1.0000000180025095e-35 0.11205000000000001 0.41346500000000003 0.091485000000000025 -0.079109999999999986 -0.27619499999999997 0.005105000000000001 0.12738500000000003 0.13605000000000003 1.0000000180025095e-35 0.13118000000000002 -0.07964499999999998 0.050115000000000007 0.13905500000000001 -0.40274499999999996 0.10100500000000001 -0.085974999999999982 0.039665000000000006 -0.11271999999999999 0.090325000000000003 0.088020000000000001 -0.098459999999999978 0.10062000000000001 0.084965000000000027
decision_type=2 2 2 2 2 2 2 2 2 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 3 4 -1 -6 9 8 -5 21 -9 -2 13 14 15 -13 -15 -17 -19 20 -14 22 23 -7 -24 26 29 -27 -29 -26
right_child=1 -3 -4 7 5 6 -8 10 -10 -11 -12 12 19 16 -16 17 -18 18 -20 -21 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=0.0016569904506853477 -0.0026945444348407408 0.0024067443864191664 -0.0034548513717410586 -0.003373850126438125 -0.0031130861754502521 -0.0025463785380213091 0.0020749286344881159 0.0031848113325677291 0.0035461107060862844 0.0027812018214608369 -0.0020048401361497372 -0.00042857526284538288 -0.0034577725578973212 -0.0033880303426322093 -0.0032109269735274759 -0.0021266587984954078 0.00027655024773059003 0.0028489153856515034 1.3013921134514773e-06 -0.0034665003115595164 0.0029601338476355388 -0.0034546233342045703 -0.002225067737094561 0.001063886618305519 6.2662159121301981e-05 -0.0017065951877319747 -0.003523668319445377 0.0025237883210245723 -0.00060845022190938319 -0.0034777484870344567
leaf_weight=0.31898021390588871 0.097545505588642167 0.22162547339030414 0.10266305648838159 0.27840602695505356 0.13927279886411348 0.30104473950086941 0.19572190425242286 0.065671715114149265 0.029551723971962929 0.091224211486405582 0.063629770600527991 0.57424098968476733 0.024255757132777944 0.16925838764291246 0.0853227604748098 0.070526105635509095 0.17737754160771146 0.43713570105683108 0.14662859596865019 0.025669648312032223 0.23086641342160863 0.082507584033009951 0.21429808326684208 0.10477473586797714 1.4356547841398395 0.1195306476438418 0.10402115747638152 0.37197778679546889 0.1625746676363633 0.083693417534959624
leaf_count=100 16 203 109 535 243 93 73 14 1 27 29 151 8 36 28 17 30 159 36 4 207 169 251 4 1100 26 41 51 23 126
internal_value=0 0.000368154 -0.000398933 -0.000323563 -0.00015943 -0.000329527 -0.000210864 -0.00172191 -0.00270981 -0.000356529 0.000630963 0.000146554 0.000289314 3.07735e-05 0.000438023 0.000691446 -0.00151282 0.00167444 0.00213366 0.00181822 0.00234995 -0.000452579 -0.000367097 -0.00161428 -0.000163974 2.99654e-05 -0.000349667 0.000972176 0.00157117 -0.000132362
internal_weight=0 2.26045 4.2652 4.16254 3.72528 3.4063 3.26702 0.437259 0.307958 3.0713 0.129301 2.03883 1.94128 1.66049 1.31385 1.22853 0.346636 0.65429 0.583764 0.280792 0.255122 2.98008 2.89757 0.405819 2.49175 2.27745 1.62337 0.654083 0.534552 1.51935
internal_count=3910 895 3015 2906 2327 2227 1984 579 536 1911 43 692 676 457 391 363 66 212 195 219 215 1884 1715 97 1618 1367 1267 100 74 1226
is_linear=0
shrinkage=0.00343802


Tree=522
num_leaves=31
num_cat=0
split_feature=1 52 0 484 3 3 11 1456 52 43 0 0 48 2 3 2 133 151 124 13 160 11 15 47 14 12 474 156 15 0
split_gain=0.376923 0.228776 0.226718 0.225965 0.225587 0.259587 0.235683 0.207634 0.189882 0.19223 0.191848 0.29177 0.207751 0.190465 0.188034 0.184329 0.205953 0.180892 0.179823 0.262855 0.299423 0.250836 0.196388 0.280855 0.324657 0.176126 0.171686 0.179604 0.160529 0.23481
threshold=0.10113500000000002 -0.42985499999999993 1.0000000180025095e-35 -0.0043499999999999988 -0.115685 -0.055684999999999991 0.08184000000000001 -1.0000000180025095e-35 0.091715000000000005 -0.17307499999999998 -0.082994999999999985 -0.084304999999999977 0.091555000000000011 0.086915000000000006 0.10223 0.15514500000000001 -0.26719999999999994 -0.51118499999999989 -0.50873999999999986 -0.060719999999999989 -0.081934999999999994 0.088315000000000018 0.024640000000000006 0.096475000000000019 -0.46879999999999994 0.086865000000000012 0.084655000000000022 0.082605000000000026 0.079360000000000014 0.10302000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 14 6 8 28 -3 9 -6 11 13 -12 -11 -1 16 -9 -18 -19 20 -20 -22 23 24 -21 -15 27 -7 -5 -30
right_child=1 2 -4 4 5 26 -8 15 -10 10 12 -13 -14 25 -16 -17 17 18 19 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0012833616725284609 -0.0012758866550902459 -0.0011388970161337073 0.0010955438402211336 0.00056304047906056141 0.0004132426272400845 -8.8879375609650642e-05 -0.00096678627844343278 -0.0012626779358209186 -0.0012760399826642747 -0.0012748354056529481 -0.0012774916294433702 0.00044168320778474758 -1.3896271887334995e-05 0.00027400400066666529 0.00071449469668962015 0.0012762112360035778 -0.0010985550772551888 -0.0011430490825082614 -0.00063355507220564972 -0.00079673520231379855 0.0011364993936031562 -0.00068870641135503942 -0.00063289264022701856 -0.0003900278062947265 0.00080145227332855144 -0.0012724219956508633 0.00070187664986621416 -0.0011702662096615738 -0.0012853105875972224 0.0010258682268190313
leaf_weight=0.53053617566183575 0.175858675938798 0.20207272900734086 0.41496810541138973 1.2960003667976687 0.37876519803830744 3.3279302354494606 0.24552898993715633 0.16749764821724955 0.4993734121453598 0.46987872110912421 0.82757779645908291 0.58652053878176968 0.28016139398096129 0.40038603934226558 0.088409407442668453 0.23210465049487528 0.17442873294930894 0.15094444470014412 0.23008010644116428 0.24529051687568482 1.1243207471561616 0.13574433280155052 0.56096847448498 0.82144864992005739 1.2285262666700882 0.16825960554706398 0.40502309962175775 0.26687366332043883 0.19716186771984201 0.11025847564451396
leaf_count=499 115 42 133 89 51 295 61 24 506 326 578 92 22 94 11 98 20 11 56 18 186 9 47 66 162 132 45 67 50 5
internal_value=0 0.000148859 0.000192906 -0.000255557 -0.00020698 -0.000303517 0.000190391 0.000121877 -0.000550044 -0.000433529 -0.000550892 -0.00027344 -0.000957912 -0.000677315 -0.00099799 0.000172114 0.000119158 0.000168701 0.000217852 0.000265114 0.000696934 0.000939874 3.98262e-05 0.00020424 0.000535462 -0.000183576 -8.09588e-05 -0.00016916 0.000367587 -0.00045639
internal_weight=0 5.86425 5.6884 10.0786 9.4597 7.61075 1.84895 5.27343 3.61092 3.11155 2.73278 1.62504 1.10774 1.03852 0.618946 5.07135 4.83925 4.67175 4.49732 4.34638 1.49015 1.26007 2.85623 2.29527 1.47382 0.568646 3.99983 3.5948 1.60342 0.30742
internal_count=3910 987 872 2923 2413 2208 205 739 1801 1295 1244 644 600 552 510 697 599 575 555 544 251 195 293 246 180 226 407 362 144 55
is_linear=0
shrinkage=0.00126831


Tree=523
num_leaves=31
num_cat=0
split_feature=1 0 39 52 147 484 51 2 48 14 0 12 150 9 1212 160 0 4 15 2 133 52 1213 42 42 15 133 13 16 4
split_gain=0.421205 0.399934 0.320642 0.313209 0.265924 0.257306 0.252428 0.247781 0.319558 0.334149 0.278646 0.26902 0.244372 0.232123 0.250459 0.2288 0.215986 0.294703 0.241809 0.205825 0.208157 0.205697 0.210317 0.199311 0.252645 0.253943 0.240455 0.261549 0.21907 0.197401
threshold=0.077800000000000022 -0.084074999999999997 0.005105000000000001 -0.42985499999999993 0.089245000000000005 -0.0043499999999999988 -0.40274499999999996 1.0000000180025095e-35 0.086285000000000014 0.054835000000000009 1.0000000180025095e-35 0.097345000000000015 0.094545000000000018 -0.016839999999999997 -0.50114499999999984 0.031805000000000007 -0.19631499999999999 0.0057500000000000008 -0.03231499999999999 0.079395000000000007 0.084285000000000013 0.11401500000000002 -1.0000000180025095e-35 -0.089744999999999978 0.084745000000000015 0.085285000000000014 0.089845000000000022 -0.076679999999999984 -0.092014999999999986 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 12 -4 10 9 -9 11 13 -5 -7 -15 -16 17 -10 -18 -1 -21 22 -3 -24 25 29 27 -26 -27 -25
right_child=2 21 6 4 -6 7 -8 8 16 -11 -12 -13 -14 14 15 -17 18 -19 -20 20 -22 -23 23 24 26 28 -28 -29 -30 -31
leaf_value=0.00059712600433199051 -0.0012739770248042877 -0.0012781261105465444 -0.001296182634988126 -0.0011045392670577035 0.00071648105669712718 0.0013517021309732737 0.00061433359583243862 0.00061907481039031535 -0.0012973120340196607 -0.001074183018427489 0.0011460784135225975 6.9742031621600328e-05 0.00073035344033727076 0.001003262928948691 -0.0011373268978265626 0.00082998254192521081 0.00055247039415903169 -5.564997813749952e-05 -0.00097231653345396718 -0.0012867148080815457 -0.00049702181544216523 -0.0010496415669209987 -0.00099683631203235619 -0.00055984945713487277 -0.0012760097183640632 0.0007553054549989637 -0.0012885798601762204 0.00049721636702729612 -0.0012915664281741798 0.00080779120406023657
leaf_weight=0.16009190722252364 0.32915094782947463 0.20276221046515353 0.11827181512489904 0.64124262703989821 0.73619495955063108 0.081005723157427822 1.8729354865499761 2.3095646539586601 0.48313559545204066 0.20403867564164091 0.19948871186352324 1.1209980403946245 0.14274824212770909 0.10872016323264189 1.3098122062510897 0.10254082820028987 0.8659690681961365 0.84578535007312894 0.20736660552211084 1.0786502651826597 1.0691585950844453 0.34736662991053879 0.26645797828678164 0.19366795796668146 0.17928992756060325 0.13296018168330193 0.31257593650661875 0.52744512670324162 0.22893982275854785 1.3757312508532789
leaf_count=14 171 189 10 191 95 5 368 232 31 45 40 117 13 9 399 17 87 37 18 570 440 197 118 11 70 3 165 35 97 116
internal_value=0 -0.000374444 3.73146e-05 -5.79607e-05 -1.51923e-05 -7.76637e-05 0.000500855 -8.37254e-06 0.000165499 0.000481627 -0.00030083 -0.000406829 -0.000770444 -0.000740293 -0.000851703 -0.000994495 -0.000165282 -0.000507062 0.000257884 -0.000790205 -0.000893613 -0.000119736 -2.52813e-05 5.36818e-05 0.00014855 0.000418171 -0.000362304 4.73709e-05 -0.000539556 0.000639021
internal_weight=0 6.0751 11.679 9.68776 9.35861 8.62242 1.99121 7.83843 4.91586 2.5136 2.92257 2.72308 0.783991 1.60208 1.52107 1.41235 2.40226 1.32892 1.07334 2.3079 2.14781 3.7672 3.41983 3.21707 2.95061 1.9313 1.01931 0.706735 0.3619 1.5694
internal_count=3910 2025 1885 1507 1336 1241 378 1037 450 277 587 547 204 430 425 416 173 68 105 1024 1010 1001 804 615 497 227 270 105 100 127
is_linear=0
shrinkage=0.00126831


Tree=524
num_leaves=31
num_cat=0
split_feature=1 47 150 4 150 13 42 0 4 52 42 52 52 454 13 49 403 160 52 50 48 48 128 160 1 13 4 133 15 1212
split_gain=0.472407 0.257308 0.238173 0.260599 0.521599 0.249554 0.230259 0.252049 0.274921 0.312655 0.257379 0.233126 0.246864 0.227566 0.225496 0.222025 0.253438 0.220081 0.216815 0.188643 0.195253 0.214629 0.208883 0.193254 0.199577 0.188462 0.202002 0.198408 0.175162 0.173965
threshold=0.10386500000000001 0.084155000000000021 0.083205000000000015 0.0057500000000000008 0.086420000000000011 0.098990000000000009 0.091955000000000023 0.039665000000000006 -0.49837999999999999 0.10433000000000002 0.091230000000000019 -0.11051499999999999 -0.089799999999999977 1.0000000180025095e-35 0.41346500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.089804999999999982 -0.24456499999999998 0.13848000000000002 -0.088799999999999976 0.12862000000000004 0.086435000000000012 -0.079684999999999992 0.11235500000000002 0.0024700000000000004 -0.0031049999999999997 -0.090054999999999982 -1.0000000180025095e-35 -0.5172699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 6 4 -4 -6 7 10 9 -9 11 -1 -13 15 -8 -14 -17 -18 28 20 -20 22 23 24 -22 26 27 29 -2 -19
right_child=1 -3 3 -5 5 -7 14 8 -10 -11 -12 12 13 -15 -16 16 17 25 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012978124043890589 0.00084341774047381026 -0.00016332580758714429 0.00071385198449953544 0.00075523763183403027 -0.0013465621698720853 0.0011491424376255757 -0.0012234498353956905 -0.001451140655725435 0.00068650372217896678 0.00083217322174628319 0.0010523754563731892 0.00063571111791033271 -0.001333085959281888 0.00065928001695846105 0.0015415650778000005 -0.0014404300933835567 -0.001439678417960639 0.0010081236562320954 -0.00057566537401864358 -0.0012659359600327347 -0.00079041910403864651 -0.0001603020086941629 -0.0005846256957451237 0.0013199118299034227 0.0010944070932646936 -0.0012858804359721339 -0.00054345306290897117 0.00064109506156633574 -0.001317125017777931 -0.0014438068682117524
leaf_weight=0.69833986696175721 0.11539721116423607 2.1976613076403737 0.6247335156949696 0.82108835419057857 0.68426253774669021 0.093712859787046909 0.96609930966224034 0.33543620212003589 0.91442563210148342 0.19514202664140612 0.22158810176188115 0.42294725761166585 0.71098214885569033 0.31492457422427822 0.064742922782897949 0.45334864934557018 0.30118479489465189 0.084875714746885156 0.23993864579824853 0.10819418891333032 0.20495687294169562 0.42329879396129388 0.16776156233390782 1.5817880941322064 0.26499274093657732 0.26353624046896573 0.85843631155877043 1.0372191575370366 0.23318511623074334 0.19933055831643376
leaf_count=330 5 235 61 72 165 4 560 80 65 9 38 67 166 25 1 593 215 21 24 18 26 35 20 393 72 108 172 132 67 131
internal_value=0 0.000217812 -0.00030197 0.000113487 -0.000262168 -0.00104594 -0.000416846 -0.000323792 0.000209953 -0.000611358 -0.000462341 -0.000525135 -0.000409014 -0.000513626 -0.00104979 -0.000608122 -0.000446944 -0.00028284 0.000468631 0.000593395 0.000663179 0.000775653 0.000954157 0.00107998 0.000272387 -0.000140243 -1.74019e-06 0.000350172 -0.000601883 -0.000711559
internal_weight=0 5.53717 10.2664 2.2238 1.40271 0.777975 8.04256 7.01172 1.445 0.530578 5.56671 5.34513 4.64679 4.22384 1.03084 3.90891 3.19793 2.74458 3.33951 2.99093 2.88274 2.6428 2.2195 2.05174 0.46995 2.4434 2.17986 1.32143 0.348582 0.284206
internal_count=3910 895 3015 302 230 169 2713 2152 154 89 1998 1960 1630 1563 561 1538 1372 779 660 588 570 546 511 491 98 564 456 284 72 152
is_linear=0
shrinkage=0.0014343


Tree=525
num_leaves=31
num_cat=0
split_feature=1 484 42 42 51 52 0 14 3 52 15 2 1375 3 43 39 1212 130 130 0 13 4 0 123 52 49 15 2 133 402
split_gain=0.407619 0.242927 0.241529 0.322805 0.251718 0.231142 0.226983 0.21779 0.222594 0.240912 0.274367 0.238203 0.239438 0.374263 0.216213 0.269284 0.215236 0.203056 0.25322 0.199731 0.179136 0.237591 0.176765 0.174164 0.164682 0.164428 0.15292 0.150081 0.169011 0.149298
threshold=0.10386500000000001 -0.0043499999999999988 -1.0000000180025095e-35 0.091955000000000023 -0.10748999999999999 -0.42985499999999993 1.0000000180025095e-35 0.078275000000000025 -0.15327499999999997 0.11401500000000002 -0.09547499999999999 0.089910000000000004 -1.0000000180025095e-35 0.086245000000000016 -0.083684999999999996 0.005105000000000001 -0.5172699999999999 -0.076814999999999981 -0.084569999999999992 -0.23821499999999998 0.41346500000000003 0.11205000000000001 -0.089879999999999974 0.091310000000000016 0.28122000000000008 -0.085974999999999982 -0.033649999999999992 0.15514500000000001 -0.26719999999999994 -0.50199999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 -4 -2 24 8 -6 11 -11 12 -10 14 22 16 -16 18 -3 -18 21 -5 -14 29 27 -13 -26 28 -7 -19
right_child=5 2 3 20 7 6 -8 -9 9 10 -12 25 13 -15 15 -17 19 23 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00096402499083403316 -0.0011785125150442543 -0.0010196397984867387 -0.0011793111520706679 -0.0011512098215463121 0.00081294262107111553 -0.0011205462044410329 0.0011110052552869203 -0.0011880481519125038 -0.0011822655073395177 0.00049759298938730975 -0.001196475415312967 -0.00019746312806732228 -0.00095986276844396722 0.00096350107838113271 0.0009025211950238818 0.0012315815078697741 0.0012487539990697714 0.00046832463211082229 0.00072921951411680883 -0.0009920533311752076 0.0012559104637686232 8.8094663187409164e-05 0.00054697288459805654 0.00044941567901174645 -0.0011763717925797757 0.00051804472723033504 0.0003477101422727649 0.0011789359801825045 0.00023283218772492532 -0.0010496464011386295
leaf_weight=0.55105184853164146 0.16145500729908224 0.17811183146841358 0.23268553467641861 0.72244734618288908 0.54542508267331591 0.13114910165313665 0.38401341831195157 0.18635665398323897 0.26944685305352001 0.19103813539550174 0.41944383323425416 0.56258503688150119 0.13051705795805901 0.43679197793244373 0.10413738957140273 0.1083227345661727 0.057880312204358297 0.096736666630022117 0.31416138348868106 0.96709784800624798 0.062538869678974041 0.30082125490298495 0.5903023895807552 0.14088165550492693 0.22671767938300036 2.0396711310022511 0.15030973739339959 0.22134112752974022 3.7220437764626704 1.1061056478356457
leaf_count=519 89 71 87 466 54 15 125 36 69 30 149 30 35 17 20 12 1 30 29 301 1 38 83 9 37 173 22 98 509 755
internal_value=0 -0.000207114 -0.000164394 -7.57042e-05 1.84894e-05 0.000200624 0.000246672 6.06607e-05 9.68926e-05 3.0441e-05 -0.000666351 0.000111208 -0.000135053 -1.72395e-05 -0.000235995 -0.00053315 -0.000702451 -0.000547342 9.6456e-05 -0.000865515 -0.00066922 -0.000786878 0.000274134 -0.000783197 0.00017211 0.000363358 -0.000568765 0.000240666 0.000186768 -0.000927566
internal_weight=0 10.3146 9.76351 7.92751 6.8417 4.99703 4.83557 6.60902 6.42266 5.87723 0.610482 5.26675 2.6645 2.39505 1.95826 1.23744 1.12912 1.836 0.492273 1.02498 1.08581 1.02327 0.720819 1.34372 4.45156 2.60226 0.377027 4.07453 3.85319 1.20284
internal_count=3910 3015 2496 1602 1097 895 806 1010 974 920 179 741 538 469 452 334 322 894 100 302 505 504 118 794 681 203 59 622 524 785
is_linear=0
shrinkage=0.00117172


Tree=526
num_leaves=31
num_cat=0
split_feature=1213 475 156 1 0 14 43 39 48 51 51 2 148 16 38 51 160 43 49 49 42 3 52 150 4 42 47 4 49 2
split_gain=0.071877 0.0797203 0.0717418 0.070347 0.0785486 0.0776509 0.074163 0.07842 0.0880837 0.0991168 0.0960637 0.076211 0.0851622 0.0887635 0.068326 0.0755424 0.0679993 0.0739975 0.0796402 0.067771 0.0675729 0.101252 0.0865764 0.0955366 0.0954832 0.116451 0.0965869 0.0963715 0.0906348 0.0919221
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.10113500000000002 -0.017269999999999997 0.077685000000000018 -0.27619499999999997 0.005105000000000001 0.12675000000000003 0.13605000000000003 0.13118000000000002 0.10457000000000001 -0.07964499999999998 0.050115000000000007 0.13905500000000001 -0.40274499999999996 -0.084699999999999984 -0.074254999999999988 -0.018544999999999996 -0.083359999999999976 0.091955000000000023 -0.15121499999999996 0.11401500000000002 0.090145000000000017 -0.083329999999999987 -1.0000000180025095e-35 0.09252500000000001 -0.52333999999999992 -0.085974999999999982 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -5 8 9 11 -10 16 -13 -14 15 -9 -8 -18 -19 -3 21 -4 24 -24 27 -26 28 -23 -27 -30
right_child=2 19 3 4 -6 -7 7 14 10 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0041494439202691899 -0.0041254344997782924 0.0038572170805799594 0.0022197803434400383 -0.0031359329110310667 0.0027858401078410208 -0.0041380037177882424 -0.0039059803823937832 -0.0041404262553092009 -0.0040191756293736633 -0.0037787740745767436 0.00028338402507690824 -0.0023725282204463084 0.0033591388788668372 -0.00020125068591789354 -0.004151198510125167 0.0035361066618611256 0.0015829183429020427 0.0017276236414619345 -0.0030122871086374218 -0.0041283422224321275 -0.0018992073770471626 -0.0040850085969034895 -0.003960678796855222 0.0028302949671051821 -0.0032133950446118502 -0.0025145406502201009 -0.0041541710376255927 0.0013440833996875437 -0.00043088579074894592 0.0016735649128009722
leaf_weight=0.027461474761366844 0.073427578901828272 0.020017520029796287 0.2927088045398708 0.10277194424998093 0.23462402689983708 0.0904918326777987 0.072232759004691616 0.02367156752734445 0.16526917683950149 0.083673503439058439 0.18815938394982368 0.072527658208856538 0.42183082577321218 0.1652331614823197 0.025276260450482368 0.26576411319183524 0.34203215183515567 0.093333975528366864 0.16881502249816571 0.18053626917662757 0.39309896133090649 0.059293953105225228 0.1918112778548674 0.042999107678042492 0.25500642840416032 0.21536831254343436 0.10117162153983361 0.85241303615112052 0.96055675247952998 0.555422427598387
leaf_count=4 196 4 62 18 207 90 41 8 35 28 30 17 157 35 4 227 55 17 43 584 431 19 211 19 380 60 78 313 430 107
internal_value=0 -0.00243034 -7.8294e-05 -3.21175e-05 0.000521488 -0.000366905 0.000278964 0.000447061 0.00011085 0.000568772 -0.00172857 0.000841057 0.00183699 0.00235704 0.00234129 0.00290828 -0.000130104 0.00032132 -0.00132472 -0.00333129 -0.000279847 -9.93501e-05 -0.000309251 -0.0027171 -0.000120741 -0.000606281 -0.000243485 0.000990996 -1.49636e-05 0.00034014
internal_weight=0 0.228015 6.50899 6.43556 2.42522 4.01034 2.19059 2.08782 1.77311 1.41968 0.353429 1.33601 0.659592 0.587064 0.314712 0.289436 0.676414 0.604181 0.262149 0.200554 3.91985 3.52675 3.23404 0.23481 2.99923 2.08753 1.83252 0.911707 1.73135 1.51598
internal_count=3910 592 3318 3122 922 2200 715 697 458 393 65 365 209 192 239 235 156 115 60 588 2110 1679 1617 230 1387 1055 675 332 597 537
is_linear=0
shrinkage=0.00411771


Tree=527
num_leaves=31
num_cat=0
split_feature=9 150 484 1373 148 15 1 42 42 43 474 43 4 3 52 13 151 3 13 0 1212 160 1 52 51 2 16 52 0 3
split_gain=0.0706519 0.0672092 0.106263 0.0948103 0.101749 0.18888 0.0898488 0.0941612 0.104693 0.106262 0.119194 0.100313 0.105236 0.0943777 0.104778 0.0918981 0.0843149 0.0835728 0.0812768 0.0809354 0.0789885 0.0717318 0.0672757 0.0905452 0.0663059 0.0657506 0.0854424 0.084551 0.126513 0.0611268
threshold=-0.016839999999999997 0.082085000000000019 -0.0043499999999999988 0.098665000000000017 -1.0000000180025095e-35 -0.073314999999999991 0.12811000000000003 -0.10770999999999999 0.09901500000000002 -0.07526999999999999 0.085165000000000018 0.0016850000000000001 -0.083329999999999987 -0.078669999999999976 -0.16207999999999997 0.41346500000000003 -1.0000000180025095e-35 -0.115685 -0.10023999999999998 -0.26606499999999994 -0.5172699999999999 -0.082969999999999988 0.10828500000000001 -0.090304999999999983 -0.025709999999999997 0.087995000000000004 0.0054700000000000009 0.0053050000000000007 -0.23274999999999998 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 -2 4 -3 -6 7 -4 9 13 11 19 -13 14 -9 -10 -16 -7 -14 -11 -21 -15 23 -18 -8 29 27 28 -27 -22
right_child=1 3 6 -5 5 17 24 8 15 10 -12 12 18 21 16 -17 22 -19 -20 20 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029732732188635039 -0.0022356432916734348 0.0029577970637450495 -0.0026806201195253678 -0.0030318208715318729 0.0012021221770523551 0.0017612849985394106 -0.00018319230271796204 -0.0031923392648284753 -0.0026440146131589842 0.0025875219685992509 0.0017678865589366977 0.0013387693910421423 0.00027354645327500894 -0.0015442146400160965 -0.0032486322186095133 0.0033392677562675875 0.0026181952327678183 -0.0023151936320061767 -0.0030017850018439107 0.0028751309441739765 -0.0028941440470574434 0.0024864316709192571 0.0033504216977448525 -0.00029740414531746073 0.0021322946497122435 -0.0024800929685027144 -0.0023381271189087771 -0.0019684552191686377 0.0018972821500672342 -0.00013885058196968256
leaf_weight=0.076584442740568082 0.288983131687928 0.17652212874963868 0.1771267304829961 0.076730709653929696 0.80007392300103652 0.063812587468419224 0.24240428603661712 0.093544262512295973 0.28150823336545716 0.05619345893501293 0.218162888806546 0.40660860441857949 0.18467820849764394 0.053430315383593552 0.060228802170968265 0.029735622927546501 0.14442059835891996 0.30231929657384171 0.13921287051016396 0.044435973806686291 0.44802772404000257 0.34468983993065172 0.09034350563888438 0.49100157556131308 0.27836229979584448 0.093853851984022185 0.29389031442588021 0.1812420888345514 0.26306802057661116 0.10392880959261674
leaf_count=121 577 84 187 23 202 16 63 126 343 5 91 58 41 71 58 1 32 156 257 13 451 87 11 300 150 25 156 105 78 22
internal_value=0 -0.000154125 -0.000330307 0.000467597 0.000667572 0.000320913 -0.000213654 -0.000370919 -0.000269206 -0.000117971 -0.000514866 -0.000739688 0.000242281 0.000637915 4.60446e-05 -0.00207238 0.000431457 -0.00160471 -0.00113424 -0.00122285 -0.00137275 0.00194549 0.000736855 0.000365262 0.00105449 -0.00150914 -0.000934521 -0.000168014 0.000746236 -0.00237535
internal_weight=0 6.42854 5.00908 1.41946 1.34273 1.16621 4.7201 4.19933 4.02221 3.71096 2.4333 2.21514 0.7305 1.27766 0.879539 0.311244 0.785994 0.366132 0.323891 1.48464 1.42845 0.39812 0.725766 0.635422 0.520767 1.38401 0.832054 0.538164 0.356922 0.551957
internal_count=3910 3789 3308 481 458 374 2731 2518 2331 1987 1302 1211 356 685 527 344 401 172 298 855 850 158 343 332 213 837 364 208 103 473
is_linear=0
shrinkage=0.00323683


Tree=528
num_leaves=31
num_cat=0
split_feature=4 11 151 474 480 1213 475 403 0 1456 453 457 52 133 393 148 1 16 1 15 43 4 160 131 13 43 0 150 43 52
split_gain=0.0702078 0.113382 0.0807707 0.0741894 0.0727762 0.0694628 0.0743726 0.0718786 0.0729218 0.0723213 0.0677269 0.0645825 0.0660692 0.0713068 0.0633063 0.0595462 0.06309 0.105801 0.105742 0.0919673 0.0713027 0.109309 0.107176 0.105077 0.0969962 0.0957887 0.0787426 0.0937002 0.0795317 0.0714642
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 0.15480500000000005 -1.0000000180025095e-35 0.090755000000000016 0.53894500000000012 -0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 0.10530000000000002 0.094385000000000011 -0.30307999999999996 0.09112000000000002 -0.11739999999999999 -0.16369999999999998 -0.51381999999999983 0.099550000000000013 0.021890000000000003 0.17936000000000002 -0.52334499999999984 -0.23029999999999998 0.08882000000000001 0.0016850000000000001 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 4 -2 -4 5 6 -1 8 -7 10 -9 12 -11 -14 -15 16 18 -18 19 -16 24 -22 23 26 -21 -26 -23 28 29 -28
right_child=2 -3 3 -5 -6 7 -8 9 -10 11 -12 -13 13 14 15 -17 17 -19 -20 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0033879269134489691 -0.0029465520685047855 -0.0028052152016741871 -0.0034906000513301228 0.0013591659726338867 -0.0033749933834049733 -0.0033756299475787453 -0.0030382317039405063 -0.0027493475879192667 0.0034392747779514719 -0.0021980397561060881 0.0033923408723542507 -0.003310345431248625 -0.0033821599336198238 -0.0033787456725020495 -0.0033958972745452968 -0.0024621473056218412 -0.0014379368600690623 0.0012620714279886593 -0.0024258130060950405 0.0032011522630836608 -0.0034193868900993952 0.0027925411904368936 -0.0027993411300445839 -0.003389124783844938 0.0025705991840754144 -0.0034046621620508052 0.00057563036376963696 -0.0023512910255517354 0.0018095139318866109 -0.0015868401198756905
leaf_weight=0.023536478169262409 0.059960803686408326 0.19027964779888851 0.037641150178387761 0.7079939750547054 0.078596691386337514 0.12260249243081478 0.15346908467108722 0.16724072371016507 0.020811073482036591 0.13080842301133078 0.023162373239756562 0.061573503771796712 0.06111373287058075 0.052972388883062993 0.076119620511234998 0.085255662503186502 0.18757468591502391 1.333662499222555 0.17911397347415903 0.2097796219459277 0.093664599247858749 0.17531584936659772 0.11928514052851813 0.076146599087223765 0.057762137439567596 0.064172843163760263 0.89130427479540386 0.12757955849883718 0.46908845831785573 0.21491639041232702
leaf_count=4 20 160 4 448 249 392 565 308 1 203 2 14 157 33 67 10 30 376 81 22 17 15 90 48 14 30 243 96 79 132
internal_value=0 -0.000252593 0.000812086 0.00111434 -0.000160193 -0.000111396 -0.00218374 -3.80473e-05 -0.0023867 3.12932e-05 -0.00200222 0.000114252 0.000160036 0.000228967 0.000278968 0.000323401 0.000378946 0.00092915 7.50556e-05 0.000249004 0.000360027 0.000137581 0.000298247 0.00048731 0.00181341 -0.000574106 0.00064447 0.000423321 0.000648029 0.000155506
internal_weight=0 5.44691 0.805596 0.745635 5.25663 5.17803 0.177006 5.00103 0.143414 4.85761 0.190403 4.66721 4.60564 4.47483 4.41371 4.36074 4.27549 1.52124 2.75425 2.57514 2.49902 2.1673 2.07364 1.95435 0.331715 0.121935 1.8782 1.70289 1.57531 1.10622
internal_count=3910 3438 472 452 3278 3029 569 2460 393 2067 310 1757 1743 1540 1383 1350 1340 406 934 853 786 720 703 613 66 44 565 550 454 375
is_linear=0
shrinkage=0.00336615


Tree=529
num_leaves=31
num_cat=0
split_feature=4 484 150 160 42 474 1373 150 133 1365 1 44 124 42 4 48 1 14 13 1 49 12 158 3 3 51 12 132 151 133
split_gain=0.272294 0.292422 0.336935 0.313271 0.353725 0.284597 0.269127 0.267621 0.256844 0.250502 0.228229 0.226626 0.25755 0.237803 0.274057 0.259016 0.24117 0.234769 0.229645 0.217163 0.241355 0.213418 0.212422 0.221349 0.273949 0.251592 0.206251 0.258628 0.197411 0.194243
threshold=0.51224500000000017 -0.0043499999999999988 0.10117000000000001 -0.098319999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099250000000000019 -0.22988499999999998 -0.031394999999999992 1.0000000180025095e-35 0.13385500000000003 0.085085000000000008 -0.027784999999999997 0.10138000000000001 -0.51381999999999983 0.13596000000000003 0.12263000000000002 0.078275000000000025 0.41346500000000003 0.10353000000000001 -0.085974999999999982 0.086935000000000012 0.085620000000000016 -0.097604999999999983 0.086245000000000016 -1.0000000180025095e-35 0.086865000000000012 0.080815000000000012 0.083140000000000006 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 7 21 -6 9 -3 -9 10 11 12 -7 14 -14 17 18 19 -15 20 28 26 23 -22 25 -25 27 -5 -16 -27
right_child=-2 3 -4 4 5 6 -8 8 -10 -11 -12 -13 13 16 15 -17 -18 -19 -20 -21 22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.00093350315145661518 0.00098955682823357346 0.00062523858401752452 0.00075467596535509936 -0.00056690477266772583 -0.0012019426321708204 0.00098069270601715448 -0.0011439799656574648 0.00043753239079290918 -0.0010766058819281178 -0.0009073706057639813 0.0009096401676356975 -0.0010757268193832229 -0.0011835907098780257 -0.0010364380942635234 -0.00088517206015283523 -0.0011280291389733953 0.00092211448665170442 -0.00080655684002241984 0.001244277688078961 0.00066030361949304822 0.00083077224901847773 -0.00077419781621388816 -0.00075445836125448624 -0.0011630197802871077 0.00058393406743673191 0.00019662547692717537 0.001269755784744087 0.00067439212014932734 0.00020067824433017719 -0.0011640169555065078
leaf_weight=0.97413776245957595 0.31148717596079301 0.20093555841594923 0.18859610613435507 0.85464281839085499 0.22370542027055584 0.48359502301898949 0.22171276615699831 0.179285210018861 0.90818589349509693 0.29432120182900767 0.53448109919554632 0.202854153816589 0.19395880878436322 0.56605996745929577 0.47538481856462578 0.1891810989473014 0.13149662502110004 0.27503515820717428 0.065869458019733429 1.5806085785443427 0.95706439454805847 1.1125140524964079 0.25129023852059607 0.24754384913829985 1.4709872712264767 1.6400970186660417 0.13480810762848694 0.30417071032570675 0.42276230332208797 0.15333333556191053
leaf_count=588 168 6 18 204 103 129 25 52 386 44 132 21 21 276 36 15 11 38 1 207 74 617 43 142 69 331 6 60 34 53
internal_value=0 -0.000102181 -0.00065968 -5.67743e-05 -2.83511e-06 8.81441e-05 0.000116007 -0.000600496 -0.000826978 0.000143568 0.000174998 0.000132809 0.000159737 0.000113684 0.000173534 0.000207883 -0.000502303 0.000241697 -0.000798707 0.000281745 0.000175247 -0.00040293 0.000279765 0.000337918 0.000203608 -7.05037e-05 -8.36391e-05 -0.000241083 -0.000374057 8.02943e-05
internal_weight=0 15.4386 1.16273 14.2759 12.9875 10.5813 10.3576 1.28841 1.08747 10.1359 9.8416 9.30712 9.10427 8.62067 7.85725 7.66329 0.763426 7.47411 0.631929 7.19907 5.61846 2.40614 4.72032 4.46903 3.51196 2.04097 1.29362 1.15881 0.898147 1.79343
internal_count=3910 3742 606 3136 2692 1805 1702 444 438 1677 1633 1501 1480 1351 1063 1042 288 1027 277 989 782 887 712 669 595 526 270 264 70 384
is_linear=0
shrinkage=0.00115606


Tree=530
num_leaves=31
num_cat=0
split_feature=1 39 0 52 16 133 133 3 49 132 457 1375 1 50 42 4 52 51 457 47 2 16 403 43 3 16 3 2 3 43
split_gain=0.346242 0.398009 0.324301 0.27689 0.275299 0.243189 0.280467 0.316441 0.255854 0.229181 0.256621 0.295876 0.242738 0.250153 0.223787 0.246204 0.275897 0.219489 0.207205 0.206831 0.256359 0.240058 0.203383 0.195826 0.177783 0.173347 0.160136 0.152307 0.325969 0.146469
threshold=0.087545000000000026 0.005105000000000001 -0.060094999999999989 0.086950000000000013 0.13514000000000004 -0.090054999999999982 -0.088724999999999984 -0.084129999999999996 1.0000000180025095e-35 0.079995000000000011 0.069705000000000003 -0.43271999999999994 0.14000500000000002 0.11515000000000002 0.092635000000000009 -0.49837999999999999 0.10433000000000002 -0.40274499999999996 -0.066264999999999991 0.11939500000000002 0.11542500000000001 -0.10808 -1.0000000180025095e-35 -0.0037249999999999996 0.15165000000000003 0.67964000000000013 -0.16409499999999996 0.10869000000000002 -0.115685 -0.52334499999999984
decision_type=2 2 2 2 2 2 2 2 2 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 9 -1 -7 26 18 10 12 -12 13 19 15 16 -4 -3 -9 20 21 -2 -20 -23 25 -6 -8 -17 -29 -16
right_child=1 17 14 -5 24 6 7 8 -10 -11 11 -13 -14 -15 29 27 -18 -19 22 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012789559469649867 0.00019417117314707993 -0.0012875303020123048 -0.0013013113989830552 -0.0011708032592821374 -0.00093868246120312054 0.0014425981141107421 0.00044193366500733011 -0.0012922301549931146 -0.00093223185700242231 0.00088328210365969714 -0.00045831370089799423 0.00092886230434724383 0.0010725847534099422 -0.0012102598665514053 0.00076816136242434429 0.00076673391348385336 0.00070750246992501604 0.0007978394406346806 -0.001274918427981158 -0.0012960435918373532 0.00072171605615847529 -0.0012863233524983923 0.00036947186957554288 -0.00027556726664075011 0.0010635211923931264 0.000689263507532112 -0.001115948968458409 0.0010613205112771672 -0.0012969425168142916 -0.0012919132576723043
leaf_weight=0.41291731795354225 1.328521200281102 0.086302109179086872 0.29068053525406878 0.81348081227770297 0.96058929400169268 0.15071308804908756 0.12081565288826823 0.15245874907122958 0.45331580025958818 0.49524174613179628 0.35443933052010834 0.81858679949073099 0.24343724065693084 0.3807256832224083 0.070089069660753012 1.0529196161660381 0.17692137125413865 1.3704578196338841 0.1305967391963353 0.2302415128215215 0.57218639910570335 0.41346523680840697 1.6451438187359602 1.2127152842731432 0.093414322589523979 0.11816053534857929 0.87364586713374581 0.1803059885278343 0.19762960326625056 0.26704298556433048
leaf_count=214 100 10 59 722 244 5 14 30 259 107 10 81 46 124 3 51 11 358 100 29 76 233 150 175 13 12 535 8 44 87
internal_value=0 6.95455e-05 -0.000309762 -0.000497137 -5.24444e-05 -0.000358033 -0.000250208 -0.00032578 -7.4857e-05 5.6559e-05 -1.71544e-05 0.000509716 -0.000158216 -0.000230626 8.86152e-05 0.000257717 -0.000541259 0.000674297 0.00012671 -0.000131356 -5.5323e-05 -0.000205799 0.000248535 -0.000532557 -0.000615013 -0.000760366 -0.000926684 0.000518821 -0.000171859 -0.000863628
internal_weight=0 8.67848 6.98868 4.75309 7.22172 3.93961 3.52669 3.37598 2.38152 6.04956 5.55432 1.17303 4.38129 4.13786 2.23559 1.89846 0.467602 1.45676 1.9282 3.75713 3.52689 2.9547 1.77574 1.62618 1.17216 1.07875 0.994462 1.43086 0.377936 0.337132
internal_count=3910 1618 2292 2029 1250 1307 1093 1088 539 981 874 91 783 737 263 173 70 368 280 613 584 508 250 408 269 256 549 103 52 90
is_linear=0
shrinkage=0.00126831


Tree=531
num_leaves=31
num_cat=0
split_feature=158 9 1 0 42 4 13 42 0 131 454 47 52 4 403 403 484 40 42 157 453 0 51 48 2 124 457 49 43 0
split_gain=0.0648702 0.0718942 0.0636902 0.0866896 0.0791852 0.0949684 0.0979663 0.0921603 0.0879765 0.0790712 0.0781515 0.0757081 0.0894079 0.0755344 0.0824039 0.0788098 0.0741969 0.0721305 0.0703294 0.0662343 0.0730245 0.0661085 0.0644739 0.0768075 0.080954 0.107352 0.0642996 0.0919708 0.0671549 0.0659828
threshold=0.11136500000000001 -0.016839999999999997 0.10786000000000001 -0.017269999999999997 0.091955000000000023 0.11205000000000001 0.41346500000000003 -1.0000000180025095e-35 0.18055000000000002 0.088565000000000019 -1.0000000180025095e-35 0.13177500000000003 0.12897500000000003 -0.083329999999999987 0.088015000000000024 0.086810000000000012 -0.08231999999999999 -0.14415499999999998 0.097535000000000011 -0.084354999999999986 0.090755000000000016 -0.07773999999999999 0.12342500000000002 0.13567500000000002 0.11542500000000001 -0.43954999999999994 0.041935000000000007 -0.0057999999999999987 -0.074904999999999985 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 6 -6 13 9 10 -9 18 -13 14 15 21 -12 -18 22 20 -19 -3 23 24 26 -26 27 -4 -29 -30
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 16 12 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0034110973411532238 -0.0028650206074346085 -0.003083896463747327 -0.0025976921009559935 0.002955454305356387 -0.0033990718650942354 0.00077161922756742495 0.0034648505896476734 -0.0032197019664776221 0.0031322355314465618 -0.0032556690634329686 -0.0027526304336343978 -0.0030891038549425514 0.00084557837424322543 -0.0024090869541243442 -0.00340647957656711 0.0035415741586412278 -0.0034209991594607346 -0.0033893856535972284 0.0024235514885794984 0.00042782180494011038 0.0034489960634790499 0.00093085362873578461 -0.0014729137085811648 -0.0031365017650800946 -0.0034026883762436153 0.0030282679316546569 0.0026602851602415688 0.0022904146766876926 0.0010639044204027615 -0.0027079901704160341
leaf_weight=0.06674995258799743 0.095895476375517208 0.071396383565115684 0.14658092755416874 0.14225070323300304 0.26398725286981051 0.121099422511179 0.025975544005632401 0.080917612380291604 0.10270502762432432 0.0846057969611137 0.097517823709497242 0.15521617711056013 0.11385857020650292 0.34618525623227503 0.072369486842944752 0.076817399589344859 0.059947943271256743 0.097399120770208625 0.1922831311894696 2.6645345288843529 0.021720133721828461 0.13455679764592787 0.20936174095550086 0.058935713779646903 0.033318428788333798 0.25901880736637428 0.096416322390723508 0.15056215730146505 0.11587904913176317 0.096812112897168623
leaf_count=118 158 271 39 115 533 36 1 55 19 103 191 38 23 583 50 5 7 165 91 951 1 32 40 14 4 156 20 41 20 30
internal_value=0 -6.98054e-05 -0.000107944 0.00043078 -0.000328645 -0.00173664 -0.00278419 -0.000180646 6.13646e-05 -4.01578e-05 4.98645e-05 0.000210213 -0.00142415 -0.00128811 -0.000195408 0.000626402 0.000139819 0.000239012 0.000533768 0.000317832 -0.00214248 -0.000460912 0.000222364 0.000593035 0.000837644 0.00229532 0.000134747 -0.000342865 0.000567009 -0.000652975
internal_weight=0 6.15898 6.09223 1.77049 4.32174 0.411062 0.289963 3.91067 3.20935 3.10664 3.02204 1.62824 0.269075 0.701325 0.35514 0.282771 2.94112 2.8436 1.35917 2.78365 0.119119 0.205953 1.16689 0.957524 0.898588 0.292337 0.606251 0.509834 0.363253 0.212691
internal_count=3910 3752 3634 631 3003 570 534 2433 1492 1473 1370 516 61 941 358 308 1315 1124 455 1117 166 303 364 324 310 160 150 130 91 50
is_linear=0
shrinkage=0.00337238


Tree=532
num_leaves=31
num_cat=0
split_feature=1 39 0 52 12 12 3 160 15 15 457 160 0 457 47 132 16 48 52 150 160 1212 47 2 15 42 4 52 52 0
split_gain=0.332221 0.30149 0.28753 0.278842 0.244933 0.299932 0.239823 0.233185 0.283526 0.22476 0.206226 0.200094 0.244467 0.196906 0.191591 0.18609 0.194245 0.337316 0.225915 0.225496 0.21984 0.216307 0.184307 0.16894 0.167127 0.165551 0.189139 0.311132 0.207605 0.214343
threshold=0.087545000000000026 0.005105000000000001 -0.074249999999999997 -0.42985499999999993 0.086935000000000012 0.086865000000000012 0.30601500000000009 0.087260000000000018 0.084050000000000014 0.083935000000000023 0.081330000000000013 0.08234000000000001 -0.12329499999999999 0.41137000000000007 0.08801500000000001 0.079995000000000011 -0.11180499999999999 0.11930500000000001 -0.15154999999999999 -0.029954999999999999 -0.11175999999999998 -0.50114499999999984 0.14097000000000001 0.080080000000000012 0.094945000000000015 0.091955000000000023 -0.49837999999999999 0.10433000000000002 0.11401500000000002 0.047345000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 9 11 15 12 23 -12 -3 16 17 20 -18 -20 -5 -21 -23 -1 -6 26 27 -4 29 -28
right_child=1 14 25 6 24 -7 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 18 -19 19 21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00099473864947561218 -0.0012745126639702867 0.00091614097310260963 -0.0013045812277928529 -0.0009811090311402839 -0.0011346412238864042 0.0012630941563679611 0.00085262703744916747 -0.0012806526342157331 -0.0012800899975049815 0.0014832821309150263 0.00079309461677416759 0.00050448472453711371 -0.0010702899583791166 -0.00023838917808168371 4.8312454323731477e-06 0.00057631692752202685 0.0003667999427484402 -0.0012915010820468233 0.00094082993983496648 0.0011190694823298656 0.00047327870834269178 -0.00090441266509330633 0.00067130554673111272 -0.00037166095349565087 -0.00015655967659032748 -0.00062479356106783207 6.9960482766039616e-05 0.00078102037521812252 -0.00088510158646914821 0.00099925327141964487
leaf_weight=0.21773915650555919 0.27768664539325971 1.009758339525433 0.30612216849112939 0.19021219850401383 1.1629033731660454 0.19184064715227567 0.51687970117200155 0.39276066546153732 0.34272200954001153 0.14646278943109781 0.80140551656950243 0.51866049435921002 0.54058227662608227 0.47366109048016369 0.58674237015657116 0.49668339063646261 0.4498975189635529 0.24905428336933244 0.14040295357699584 0.098353470093571871 1.3810534777003329 1.9209542620810665 0.12732329091522832 0.43906543107004836 0.3705834433203562 0.50609752038144495 0.82948817955912246 0.18435710296034813 0.18998463304888003 0.76978568197228014
leaf_count=10 164 306 59 32 821 11 138 119 276 9 74 31 356 18 62 77 39 25 13 7 112 541 10 60 105 195 145 11 50 34
internal_value=0 8.3061e-05 -0.000286342 -2.85837e-05 -0.000491094 -0.000267278 2.19544e-05 -0.000380283 -0.000219924 -2.48416e-05 -4.58853e-05 -0.000153558 -0.000438597 0.00040992 0.000581218 -0.000160881 -0.000241227 7.98488e-05 -0.000454772 -0.000616389 0.000297215 -0.000718241 -0.000806464 8.13181e-05 -0.000898277 3.14109e-05 0.000177087 -0.000520663 0.000368357 0.000517261
internal_weight=0 8.72007 7.10916 7.12357 4.32332 2.78983 6.84588 2.59799 2.20523 1.86251 6.329 1.71605 1.19739 1.27507 1.5965 5.05393 4.55725 1.82032 2.73693 2.28703 1.57127 2.14663 2.04828 0.656805 1.53349 2.78584 2.27974 0.490479 1.78926 1.59927
internal_count=3910 1618 2292 1250 1798 872 1086 861 742 466 948 457 426 92 368 856 779 169 610 571 144 558 551 70 926 494 299 70 229 179
is_linear=0
shrinkage=0.00126831


Tree=533
num_leaves=31
num_cat=0
split_feature=150 1373 148 15 484 1213 1 42 130 43 475 11 160 49 34 4 42 43 3 474 159 43 43 0 1 15 151 13 13 48
split_gain=0.0647612 0.0888856 0.0928494 0.158369 0.0886207 0.0777604 0.0810284 0.0851543 0.0889721 0.120995 0.0784678 0.0759073 0.07551 0.0812865 0.0913748 0.0740821 0.0755869 0.081083 0.0719654 0.0715302 0.0945677 0.0721197 0.0946842 0.0811581 0.0831739 0.0993384 0.0653675 0.0614177 0.124146 0.0587179
threshold=0.082085000000000019 0.098665000000000017 -1.0000000180025095e-35 -0.073314999999999991 -0.0043499999999999988 -1.0000000180025095e-35 0.12864500000000004 -0.10770999999999999 -0.086274999999999991 -0.083899999999999988 -0.086004999999999984 0.08184000000000001 -0.26821999999999996 -0.006494999999999999 -1.0000000180025095e-35 -0.51381999999999983 0.10056500000000002 -0.079109999999999986 -0.115685 0.084880000000000011 0.10519500000000001 -0.074904999999999985 -0.0037249999999999996 -0.10209999999999998 0.076710000000000014 -0.097794999999999979 -0.029339999999999995 -0.094129999999999978 -0.0041499999999999983 0.095090000000000022
decision_type=2 2 2 2 2 2 2 2 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 29 -1 10 7 -7 -9 11 -6 26 -11 -14 -15 -16 17 -17 -5 20 21 -19 -23 24 -24 -26 -10 -25 -29 -4
right_child=1 -3 3 18 5 6 -8 8 9 12 -12 -13 13 14 15 16 -18 19 -20 -21 -22 22 23 27 25 -27 -28 28 -30 -31
leaf_value=-0.0022686725189740792 0.0031889758989123457 -0.0032228156231609325 0.00079013673731242724 0.0018695642947658289 0.0035343115868339816 -0.0027975299462549403 0.0012593572253729425 -0.003231116169844736 -0.0022355620156098675 -0.0035273344038810489 -0.003520382537385913 -0.0026753586305504769 -0.0017179536636478374 -0.0031763782617216293 -0.0035616445045616794 -0.002487347528629624 -0.0026657067073826523 0.0026678547563546632 -0.0023160646505730898 0.0026798544478160184 -0.002927575940561011 -0.0021422216248769416 -0.0028307653574463072 0.0026253259743038672 -0.00094976549542482333 0.0025386328794252742 0.0016963874411602851 -0.0035300497278072025 0.0015522681246970082 0.0031640005334927206
leaf_weight=0.26772496008470614 0.17028044756443694 0.072599993680341757 0.62407222321053246 0.061651607436942868 0.022532349452376366 0.15752823854472842 0.48193898356839771 0.11287966525378657 0.056280460759808193 0.093115734540335171 0.1423431858738694 0.060556148418982048 0.4248456058849136 0.10915962530998768 0.065408734004451463 0.11372906277756811 0.10516428148730472 0.17696808504115535 0.2848458866137662 0.17880590597997059 0.10243596425243584 0.17327235948323716 0.12873767354904109 0.30407802567060704 0.26196814206195995 0.16363300284137949 0.71378797940815353 0.075269118216966913 0.2795291994079705 0.16191703332879115
leaf_count=579 90 23 182 16 4 140 253 80 62 197 546 29 86 44 19 117 187 38 163 80 26 221 28 26 58 23 277 119 158 39
internal_value=0 0.000559845 0.000770643 0.000407023 -0.000305265 -0.000188556 -9.85888e-05 -0.00026826 -0.000160565 -6.39303e-05 -0.00255627 0.00111125 -0.0004181 -0.000309382 -4.20075e-05 0.0001187 0.000235355 0.000391137 -0.00157132 0.000568601 0.000341993 0.000556211 0.000286686 0.000633584 -0.000356876 0.000391436 0.00140902 0.0014669 0.000474074 0.00127916
internal_weight=0 1.37537 1.30277 1.13249 4.77169 4.50397 4.33909 3.85715 3.69962 3.58675 0.164876 0.830625 2.75612 2.663 2.23816 2.129 2.06359 1.95843 0.346497 1.8447 1.66589 1.56346 1.38649 1.21322 0.554339 0.425601 0.770068 0.658876 0.354798 0.785989
internal_count=3910 513 490 400 3397 2818 2268 2015 1875 1795 550 368 1427 1230 1144 1100 1081 894 179 777 697 671 633 412 109 81 339 303 277 221
is_linear=0
shrinkage=0.00351258


Tree=534
num_leaves=31
num_cat=0
split_feature=39 13 457 132 133 133 52 151 2 49 157 40 403 402 51 3 11 43 42 16 13 16 15 0 49 43 13 15 44 4
split_gain=0.0626963 0.0764436 0.0925967 0.103155 0.114584 0.0871053 0.0861071 0.0958451 0.0955665 0.079921 0.0933715 0.0784981 0.0774497 0.0753467 0.0758916 0.065796 0.0686255 0.0612642 0.0621274 0.0674275 0.0853186 0.0953998 0.0952184 0.0758834 0.0682175 0.0679873 0.0597212 0.0592335 0.0591825 0.0632663
threshold=0.005105000000000001 -0.10023999999999998 0.081330000000000013 0.079995000000000011 0.084285000000000013 0.083815000000000014 0.11588000000000002 -0.083274999999999988 0.091525000000000009 -0.047309999999999998 -0.064944999999999989 -0.064864999999999992 -1.0000000180025095e-35 0.084450000000000011 -0.40274499999999996 0.11265500000000002 0.091445000000000012 0.098320000000000005 -0.10770999999999999 -0.11180499999999999 0.076210000000000014 -0.19424999999999998 -0.16430499999999995 -0.23129999999999998 -1.0000000180025095e-35 -0.50749999999999995 -0.091849999999999987 -0.091274999999999981 0.13998500000000003 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 17 7 -1 27 -4 -11 -10 -5 14 -2 16 -16 18 -3 20 21 22 -20 -21 -25 -26 -6 -9 29 -27
right_child=13 2 9 12 26 -7 -8 8 11 10 -12 -13 -14 -15 15 -17 -18 -19 19 23 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.0017059290770848393 -0.0033304269906447026 -0.0033271796086000983 0.0012506232341412821 -0.0033081910964793348 0.0016440572714236682 0.003276078236325993 -0.0024401356332829829 -0.0020855433688615412 -0.0010987628689755377 0.0020872850614068288 -0.0020750717661791496 0.0027480122128050958 0.0016690498131459181 -0.0033224826555243287 0.0020299007278019748 -0.00093831814082729801 -0.0028048425974515909 -0.0030698895750834432 0.0015704948691787604 0.0019423966495283006 0.0022051176400518717 0.0016739704695193278 -0.0022068311280141698 -0.0026297234520215517 0.0019897193386050325 -0.0030152232627483708 -0.0033091865504119729 0.0011061419476137019 0.0034192379128281441 -0.00079632276796241807
leaf_weight=0.12970120324462187 0.041251577698858455 0.090395125328543435 0.57287812530557858 0.038721147866453975 0.029502537850930821 0.060081087945945799 0.092103049781144364 0.11054606540710665 0.067048950615571812 0.082460935409471858 0.2055425621492758 0.42578922330358182 0.28853584570606461 0.046251830615801737 0.54422487569900102 0.12058571892703185 0.034066181455273181 0.11849145245651005 0.096966919387341477 0.095819596332150092 0.18883611445198767 0.17399242426108852 0.29328516491659684 0.26064192420381238 0.09025652588752775 0.16314841729581631 0.26838998370203615 0.14918469990880101 0.032425139099359401 1.0027224273317099
leaf_count=35 15 98 110 102 23 9 62 35 9 28 83 143 162 28 368 37 11 184 28 31 36 47 69 104 13 158 828 80 1 973
internal_value=0 -0.000232759 -0.000428195 -0.000680513 -0.000874845 -0.000657738 0.000600251 0.000917647 0.00136981 0.000536727 -0.000883309 0.00222467 0.00108014 0.000769307 0.00102501 0.00128209 0.00174509 -0.000748398 -0.000637858 -0.000536485 0.000282465 -0.00036099 -0.00126827 -0.000911398 -0.00108791 -0.000776038 -0.00281863 -0.000252296 -0.000984356 -0.00110683
internal_weight=0 5.12747 4.15309 3.29221 2.96495 2.66706 0.974373 0.88227 0.752569 0.860882 0.288003 0.492838 0.327257 0.78638 0.740128 0.698877 0.578291 2.60698 2.48849 2.39809 0.753081 0.564245 0.390252 1.64501 1.54919 1.28855 0.297893 0.259731 1.1983 1.16587
internal_count=3910 3451 3087 2866 2602 1751 364 302 267 221 111 152 264 459 431 416 379 1742 1558 1460 180 144 97 1280 1249 1145 851 115 1132 1131
is_linear=0
shrinkage=0.00330452


Tree=535
num_leaves=31
num_cat=0
split_feature=4 11 151 474 480 1456 1213 1211 457 1 0 151 156 16 43 133 2 9 42 51 2 42 13 150 42 12 160 43 124 49
split_gain=0.0625146 0.0990988 0.070467 0.0644563 0.0640882 0.0605504 0.0616984 0.0585587 0.0596784 0.0616163 0.13946 0.0868836 0.0781696 0.0736449 0.113985 0.0854433 0.0849929 0.0692835 0.0615637 0.0676866 0.0580885 0.0661534 0.0688481 0.0707264 0.0649736 0.0970723 0.0568615 0.0998166 0.0698211 0.0869216
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 -0.082704999999999987 1.0000000180025095e-35 0.53894500000000012 1.0000000180025095e-35 -0.084074999999999997 -0.086034999999999986 0.090560000000000015 0.0015250000000000001 0.15364000000000003 0.091290000000000024 0.08734500000000002 0.084755000000000011 -0.089744999999999978 -0.031524999999999991 0.08400500000000001 0.091955000000000023 -0.5337599999999999 0.09202500000000001 -1.0000000180025095e-35 0.087155000000000024 -0.23073999999999997 -0.14839499999999997 -0.50873999999999986 0.0062100000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 -7 8 9 10 13 -11 17 14 -8 -16 -15 26 -12 -20 -21 22 -22 24 25 -24 27 -13 -28 -30
right_child=2 -3 3 -5 -6 6 7 -9 -10 11 18 12 -14 16 15 -17 -18 -19 19 20 21 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0025705303898847899 -0.0036228644164941434 -0.0034322269106316335 -0.0043256415322163342 0.0016457582166862111 -0.0042016934944124245 -0.0041963894299383046 -0.0042180488625379519 -0.0042049453967318998 -0.0041251113323322415 0.0027507320816205121 -0.0030554126843217008 0.0041328017515380646 -0.0025987153192119535 0.0029951555408858927 -0.0042385722653254035 0.0040613496432199371 -0.0042082649598045715 -0.0033939471187221281 -0.0042026025286433901 -0.0042592894821738827 -0.0025225173387658042 -0.001535673000670411 0.0022232449285048352 -0.0023046260528973941 0.00271851942074465 -0.0042077492818775215 -0.0042197104804331852 -0.0041315481597859506 0.00067361128995626208 0.0038285277225657303
leaf_weight=0.17069307293240843 0.053656060321372934 0.17029601967078623 0.033341455564368516 0.66580252868516243 0.068554044817574211 0.061520686836956773 0.32854134335775498 0.056639596948116266 0.058392554870806523 0.28311147561544237 0.088531167222754115 0.034633909468539059 0.15359660995818547 0.08533128141243651 0.034390066938613018 0.059443936333991587 0.043406292685176595 0.077363674354273715 0.050030442112983686 0.038821433372505765 0.073056648485361864 0.15964274444741022 0.11094763512664874 0.070580280385911465 0.61385751652778819 0.06560705592528393 0.046824688557537075 0.099190107484902756 1.6741998540674079 0.16886336715106143
leaf_count=350 20 160 4 448 249 307 445 172 14 125 139 4 124 22 49 5 45 48 103 7 4 134 20 4 127 128 8 62 527 56
internal_value=0 -0.000290642 0.00100576 0.00136099 -0.000178618 -0.000120028 -2.7824e-05 2.94839e-05 8.37656e-05 0.000140135 -0.000447845 0.000562317 0.000287525 -0.00220868 -0.0030545 0.00101944 0.000566387 0.000498521 0.000315617 0.00056799 0.000778738 0.000957566 0.0013837 0.00171515 0.00207409 -0.000166488 0.000647324 -0.00199272 0.000834267 0.000962668
internal_weight=0 4.94607 0.7528 0.699144 4.77577 4.70722 4.53652 4.475 4.41836 4.35997 1.82219 2.53778 2.25467 0.551113 0.422375 0.093834 0.128738 2.10108 1.27107 1.18254 1.13251 1.09369 0.934049 0.860992 0.790412 0.176555 2.02371 0.133824 1.88989 1.84306
internal_count=3910 3438 472 452 3278 3029 2679 2372 2200 2186 1232 954 829 566 499 54 67 705 666 527 424 417 283 279 275 148 657 66 591 583
is_linear=0
shrinkage=0.00419107


Tree=536
num_leaves=31
num_cat=0
split_feature=14 3 38 124 402 1365 1455 401 1373 1429 133 52 42 42 133 132 0 39 1456 3 4 160 150 151 15 2 159 49 15 42
split_gain=0.057206 0.0700255 0.105577 0.0703986 0.085364 0.0698911 0.0625583 0.0586448 0.0560758 0.0573705 0.0580123 0.0662672 0.0610942 0.0770174 0.0656068 0.0777749 0.0714442 0.0687135 0.0619901 0.0695131 0.0753985 0.0661751 0.150828 0.0596866 0.0581123 0.0663926 0.0712863 0.0700484 0.103328 0.08026
threshold=0.077685000000000018 0.30601500000000009 0.13790500000000003 -0.048219999999999992 0.086105000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 0.10072000000000002 0.11103 -1.0000000180025095e-35 -0.26719999999999994 -0.51745999999999992 -1.0000000180025095e-35 -0.089024999999999979 -0.084614999999999982 0.088210000000000011 -0.10575999999999998 0.18016500000000005 1.0000000180025095e-35 -0.15464999999999998 -0.51381999999999983 -0.092169999999999988 -0.22988499999999998 -0.52174999999999983 -0.26361999999999991 -0.074699999999999989 0.10519500000000001 -0.0057999999999999987 0.10043500000000001 0.10375500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -11 -12 13 14 -13 16 -16 -18 19 -14 -21 22 -22 -23 -25 -26 27 -27 29 -29
right_child=-2 2 -4 5 -6 -7 7 -9 -10 10 11 12 18 -15 15 -17 17 -19 -20 20 21 23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0017818719370006682 -0.0020557716218218571 0.0033837663365500247 -0.0033965449169062667 -0.0033835904938995351 -0.003389225043856635 -0.003391218388615514 -0.0024219785486619973 -0.0033806987896941383 -0.0034054208908429352 -0.0024501835794216958 -0.0033819401876877711 0.002479854288139371 0.0020096949821323115 -0.0024548927929629772 0.0018460109628846476 0.0022198595008143685 -0.0031366957444135526 0.0034452325367516478 -0.0024116068324469249 -0.0034147128842457945 0.0034408970796173423 -0.0033885565027233365 -0.0028454123715533487 0.0029052447045561057 -0.0019772696336480267 -1.5308570284777744e-05 -0.0027511914715739575 0.001473547431059359 -0.0034047651518924124 -0.0024278467892964095
leaf_weight=0.35921140484788328 0.16391949267563166 0.13794067311755487 0.032276148907840252 0.067722120445978251 0.040453790043102344 0.077677371918980387 0.11135084422949137 0.061837168103920592 0.056756373982352559 0.10475762101668795 0.061645367833079834 0.095583543210523203 0.27733718927629469 0.21605064852701605 0.054696825121936854 0.080233384045641287 0.18520730237105454 0.020017566159367561 0.092412141728345776 0.062744985194512881 0.056773335672914982 0.045091790378139485 0.18551870327883246 0.11220145300103546 0.12482691546029068 1.0778778410476699 0.072763800246320787 1.3375394723698204 0.055305463518379727 0.062880275875613623
leaf_count=249 126 156 6 186 32 67 172 174 18 216 147 41 79 376 12 59 219 1 208 16 4 49 245 75 53 262 54 376 72 160
internal_value=0 -3.16406e-05 0.0020981 -0.000101944 0.00125846 -0.000216244 -0.000163537 -0.000116248 -7.18783e-05 -2.97666e-05 3.10292e-05 9.18063e-05 0.00014261 -0.000807384 9.4948e-06 -0.000684676 -0.00158126 -0.0024947 0.000316381 0.000389014 0.000248269 0.00032168 -0.00137242 0.000463784 0.000524876 0.000427087 0.000542239 0.000636825 0.00111969 0.00129837
internal_weight=0 5.32669 0.170217 5.15647 0.399665 4.75681 4.67913 4.61141 4.54957 4.49282 4.38147 4.27671 4.21506 0.651789 0.435739 0.340155 0.259922 0.205225 3.56327 3.47086 3.19352 3.13078 0.242292 2.88849 2.8434 2.73119 2.60637 2.5336 1.45573 1.40042
internal_count=3910 3784 162 3622 281 3341 3274 3088 2914 2896 2724 2508 2361 708 332 291 232 220 1653 1445 1366 1350 249 1101 1052 977 924 870 608 536
is_linear=0
shrinkage=0.00337483


Tree=537
num_leaves=31
num_cat=0
split_feature=4 11 453 48 43 15 1 0 16 52 13 403 403 15 43 9 12 0 13 1 151 48 0 50 4 48 14 15 1 16
split_gain=0.300806 0.229249 0.224325 0.197622 0.272253 0.248986 0.266697 0.2032 0.190732 0.183352 0.185491 0.190935 0.189904 0.195966 0.307926 0.221508 0.210091 0.202186 0.191215 0.179232 0.192003 0.177158 0.176046 0.169828 0.163098 0.156939 0.168278 0.154592 0.146774 0.215353
threshold=0.28937500000000005 0.08184000000000001 1.0000000180025095e-35 0.016865000000000002 -0.049504999999999987 -0.0063699999999999989 0.095575000000000007 0.047345000000000005 0.0054700000000000009 0.11401500000000002 -0.094679999999999986 0.088825000000000015 0.085745000000000016 0.084050000000000014 -0.11046999999999998 0.081505000000000008 0.085845000000000019 0.10302000000000001 0.24071000000000004 0.094695000000000015 -0.0074049999999999993 0.086125000000000021 -0.13870499999999999 0.14390500000000003 0.0057500000000000008 0.11379500000000002 -0.46879999999999994 -0.14487999999999998 0.092550000000000007 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 5 28 6 27 8 19 10 -7 12 13 15 18 16 -12 -16 -15 20 21 -6 -8 25 -23 26 -2 -1 29 -5
right_child=2 -3 -4 4 7 9 22 -9 -10 -11 11 -13 -14 14 17 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00043305644199826651 -4.882091394895718e-06 -0.0011815708979120495 -0.0010096993060225243 -0.0013525690431093495 0.00071577429128356787 0.0004901120039171045 0.0013624768922899867 0.0013342637550181227 -0.001099499370414843 -0.00093410874727072317 0.00054722923000589583 -0.0012444531436932064 0.0012967725510267818 0.00087052312858326144 -0.0013575848103163843 -0.0013538446586288933 -0.0007237302541471274 0.0013446843686658035 -0.0013849838485847591 0.00036567208551161861 -0.0013700154382524571 -0.0013711272444750407 -0.00038383743438706 -0.0013670152569437175 0.00020126866312782411 -0.00011861631269183138 0.0012736216894816245 -0.0013349402453467529 0.0012261825620656453 0.00064589514379988515
leaf_weight=0.099567693076096586 0.2420806477020957 0.39242188964271996 0.16973039688309643 0.12307922281615924 0.30398008623160522 1.028964606783118 0.11559069040231396 0.16298814024776209 0.37580515883746546 0.42511972010834131 1.2049260889616573 0.27257524283777446 0.17406357615254808 0.29948826473264356 0.63163379584875767 0.16292066418100137 0.29288275528233487 0.05448556701594498 0.088126843438658398 0.96278166904812668 0.28989484222984185 0.24316046501917299 1.0975197873049181 0.073418620508164056 0.23498922187718563 0.30326381785562251 0.81228210883273377 0.89438727555534414 0.49273407438886352 0.47336115568759851
leaf_count=16 47 160 22 107 17 138 13 13 64 273 159 167 11 78 700 34 72 9 31 101 110 40 174 9 14 39 309 769 143 71
internal_value=0 -0.000171528 0.000453308 -0.000133797 0.000118516 -0.000268865 -0.000640948 -0.000120203 -0.000218543 -9.16956e-05 -6.63132e-06 -0.000167309 -6.63632e-05 -0.000153134 -0.000601241 0.000136587 0.000298705 -0.00114299 0.000357719 -5.58406e-05 -0.0004344 -8.76157e-05 -0.000217441 0.00062683 -0.000598365 0.000734654 0.000980078 -0.00115783 0.000682582 0.000233499
internal_weight=0 10.8974 1.60078 10.505 3.66277 6.84225 2.20707 2.5736 2.41061 4.63519 4.21007 3.1811 2.90853 2.73446 1.07373 1.66073 1.49781 0.686119 0.387615 2.03481 1.07202 0.78213 1.21311 1.43105 0.47815 1.35763 1.05436 0.993955 1.08917 0.59644
internal_count=3910 3484 426 3324 680 2644 972 359 346 1672 1399 1261 1094 1083 818 265 231 709 109 282 181 71 187 404 54 395 356 785 321 178
is_linear=0
shrinkage=0.00134594


Tree=538
num_leaves=31
num_cat=0
split_feature=1 14 3 11 47 0 1 1374 43 160 15 0 0 13 4 133 49 0 0 50 4 133 4 3 43 49 159 2 3 159
split_gain=0.0603902 0.0666994 0.0599842 0.0732086 0.070543 0.0782138 0.105635 0.0993189 0.0956216 0.0822954 0.0822765 0.0808979 0.0866086 0.0638883 0.0633584 0.0628663 0.0653582 0.0599789 0.0594783 0.0614312 0.0547927 0.0540695 0.0593415 0.057366 0.053403 0.0525701 0.0685977 0.0551513 0.0792241 0.0519066
threshold=0.10386500000000001 0.077685000000000018 -0.115685 0.08184000000000001 0.09252500000000001 -0.082994999999999985 0.093935000000000018 -0.094679999999999986 -0.17307499999999998 0.093550000000000008 0.05377500000000001 -0.23029999999999998 -0.084304999999999977 0.16421000000000002 -0.37626499999999991 -0.088019999999999987 -0.088329999999999978 -1.0000000180025095e-35 -0.087899999999999992 0.081160000000000024 -0.0021099999999999995 0.091545000000000015 -0.37626499999999991 -0.078669999999999976 0.098320000000000005 1.0000000180025095e-35 0.09678500000000001 0.086915000000000006 0.086245000000000016 -0.41103999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 -4 13 11 20 -9 15 -7 -6 -13 -17 29 19 25 21 22 -10 -24 -1 27 -27 28 -18 -2
right_child=17 -3 4 -5 14 8 -8 9 10 -11 -12 12 -14 -15 -16 16 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016907692740572126 -0.0037542825798349238 -0.0037462573305517117 -0.0038142172673281587 -0.0024839035651015098 0.0030152209542756337 0.0026808400895941427 0.0024202129259782695 0.0025622009847646289 -0.0032304162756501245 -0.0030133323446966407 -0.0037604861254143316 -0.0037434598534901594 0.0018069737929596883 -0.0017857724771442249 -0.0036895608885997291 -0.0037569501812333393 -0.0026040627074190815 0.0029828493428655308 -0.003735402689681297 -0.0037760457523401372 -0.0035256382182300063 0.0015103338575668847 -0.0037373316512056055 0.0013941299453869257 -0.0017610977599881021 -0.0037533091221122238 0.0032690224449231017 0.0023867692526550891 0.0019259610544596338 0.0003746712163877985
leaf_weight=0.47369835983045083 0.043485885784320888 0.080290552463338716 0.10294129153771914 0.085133678083366249 0.022506248780700844 0.12480242874153191 0.23373273570905451 0.18233511586731821 0.13100322290847544 0.11650407498109405 0.22162874904188357 0.085222388625880385 0.24776025932442103 0.069348591927337111 0.15297052720052295 0.071164693568790072 0.1006318911313433 0.12148467653969408 0.054343096417140968 0.046667033353514853 0.10087295887024095 0.1325932499830742 0.040162462491935003 0.12383779116316873 0.071853592089610174 0.070343304601010459 0.026719923635027953 0.25103616821252217 0.11533701699227095 1.6721972607519999
leaf_count=136 28 109 46 57 8 23 61 32 80 112 710 228 122 49 182 40 45 173 319 96 155 53 96 55 11 106 14 62 8 694
internal_value=0 -0.000384481 -0.00030636 0.000733978 -0.000538662 -0.000386902 9.02365e-05 -0.000279981 -0.00124832 -1.40438e-05 -0.00185237 0.000265151 -0.000126565 0.00108542 -0.00282962 -0.000709735 -0.000358572 0.000449407 5.06093e-06 0.000337887 -0.00105215 -0.000468641 -0.00135812 0.000137473 0.00123613 0.000678244 -0.00182018 0.00119752 -0.000184828 0.000270018
internal_weight=0 3.53544 3.45515 0.630686 2.82447 2.64899 1.70474 1.47101 0.944249 1.36806 0.750098 1.25156 1.06923 0.194151 0.175477 0.821466 0.736243 1.83717 0.665078 0.610735 0.52847 0.427597 0.295003 0.164 0.545552 0.564068 0.0970632 0.467005 0.215969 1.71568
internal_count=3910 3015 2906 204 2702 2512 1291 1230 1221 1184 1149 1072 1040 72 190 918 690 895 650 331 439 284 231 151 147 235 120 115 53 722
is_linear=0
shrinkage=0.00373103


Tree=539
num_leaves=31
num_cat=0
split_feature=1 52 0 0 12 13 12 15 4 52 42 52 0 1429 39 48 50 2 48 51 0 2 4 15 0 150 150 42 402 49
split_gain=0.263983 0.205529 0.195516 0.169791 0.272975 0.235522 0.21884 0.261681 0.196387 0.25521 0.242205 0.213341 0.167055 0.155524 0.140093 0.221171 0.256753 0.220538 0.165536 0.160545 0.136825 0.187391 0.143546 0.134081 0.167554 0.139976 0.167378 0.131702 0.118611 0.142422
threshold=0.10113500000000002 -0.42985499999999993 1.0000000180025095e-35 -0.070894999999999986 0.086935000000000012 -0.09547499999999999 0.086765000000000023 0.084050000000000014 -0.49837999999999999 0.10433000000000002 0.09901500000000002 0.11401500000000002 -0.10943499999999999 0.084920000000000009 0.005105000000000001 0.12675000000000003 0.11515000000000002 0.10274500000000002 -0.086624999999999994 -0.40274499999999996 0.047345000000000005 0.10066500000000002 -0.06272999999999998 0.083935000000000023 -0.10131499999999999 0.084800000000000014 0.085360000000000005 -0.10770999999999999 -0.50199999999999989 -0.18178499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 14 4 6 12 7 13 9 -5 11 20 -6 23 15 16 17 27 -19 -16 21 22 -10 24 -1 -26 -27 -3 -7 -30
right_child=1 2 -4 8 5 28 -8 -9 10 -11 -12 -13 -14 -15 19 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.6802872178989613e-05 -0.0013547168240974836 -0.0014257732232872663 0.0011791996192072613 -0.0013604365489448744 -0.00087257296046332807 0.00049821165872627321 0.0012561296705155313 -0.0013556595036486579 -0.00013507681062060439 0.00038025307563021758 -0.0013762266235681443 -0.00092301785006242631 0.00073094514924083246 0.0010127611698111203 -0.0013669997472467435 -0.00072199226056987229 -0.0012647777820609268 -0.00066692373708219827 0.00082178335406075736 0.00080672729884414271 0.0009346191895251056 -0.00098958549557099577 0.0011709695615653402 0.0014273618054865447 -0.001005539930782224 0.0014094394534937657 -0.00088304836654560712 2.3817093428770667e-05 2.7556815317839143e-06 -0.0013355130121878902
leaf_weight=1.9270678496977796 0.15790891420328979 0.126010495238006 0.3486682833317899 0.3572311281168371 0.21074168117775116 0.082455610390751333 0.18809341791347822 0.34204552475421213 0.30353187170112506 0.26748389429121744 0.153274630269152 0.20096269874193229 0.26805229407909692 0.2075239287187286 0.067169388581532985 0.61388751899357874 0.21040866590919893 0.15252326143672768 1.2252939766622137 0.75800886630895536 0.8245510128326714 0.19673781377787236 0.30778213668963761 0.089812505117151775 0.71276171522913445 0.10957766507635824 0.12248235508741345 1.1763505415146958 0.16509676154237118 1.1525999821460602
leaf_count=220 115 4 133 98 54 26 25 312 29 19 140 44 51 56 9 66 53 20 198 254 64 119 24 9 336 6 76 135 15 1200
internal_value=0 0.000157381 0.000208419 -0.000239681 -0.000372442 -0.000790727 -0.000159991 -0.000235851 4.38988e-05 -0.000615126 0.000251114 0.000387149 2.51549e-05 -0.000114993 0.000130242 1.26174e-05 0.00016863 0.00028116 0.000656985 0.000629786 0.000548422 0.00015434 0.000522487 -0.000194014 -0.000244719 -0.000709578 0.000199454 -0.000116439 -0.00106972 -0.00116784
internal_weight=0 4.83623 4.67832 8.18987 5.57831 1.87895 3.69936 3.51127 2.61156 0.624715 1.98684 1.83357 0.478794 3.16923 4.32965 3.50447 2.89059 2.68018 1.37782 0.825178 1.6326 0.808052 0.611314 2.9617 2.87189 0.944822 0.23206 1.30236 1.40015 1.3177
internal_count=3910 987 872 2923 2386 1346 1040 1015 537 117 420 280 105 703 739 476 410 357 218 263 236 172 53 647 638 418 82 139 1241 1215
is_linear=0
shrinkage=0.00134758


Tree=540
num_leaves=31
num_cat=0
split_feature=4 11 151 484 150 160 1213 403 52 148 1373 457 1426 1 0 49 49 2 43 1212 43 133 16 475 49 0 13 13 150 133
split_gain=0.333576 0.3374 0.275485 0.255849 0.260858 0.249363 0.259914 0.249712 0.246344 0.210117 0.209668 0.206059 0.205672 0.202819 0.418735 0.222276 0.449016 0.348011 0.207977 0.216283 0.2073 0.236742 0.205308 0.191782 0.18163 0.179368 0.175329 0.169543 0.164395 0.216685
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -0.0043499999999999988 0.094545000000000018 -0.096329999999999985 -1.0000000180025095e-35 -0.084084999999999979 -0.42985499999999993 0.089690000000000006 0.099250000000000019 0.53894500000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.047309999999999998 -0.006494999999999999 1.0000000180025095e-35 -0.074254999999999988 -0.47421499999999994 0.15364000000000003 0.091290000000000024 0.0015250000000000001 -0.086004999999999984 -0.085174999999999987 0.15480500000000005 -1.0000000180025095e-35 -0.00059999999999999995 -0.22988499999999998 -0.031394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 23 25 -9 10 11 13 -4 14 20 24 -17 18 27 -20 22 -22 -10 -7 26 -8 -15 -18 -5 -30
right_child=2 -3 12 5 -6 6 7 8 9 -11 -12 -13 -14 15 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0012955330277017506 -0.0013286164880966043 -0.0013210745049667912 -0.0015901068543897347 0.00051880050507550088 0.00076975016808105996 0.0014868433459403036 -0.0014710240052915882 -0.0010883856413402197 -0.0014812282380459729 -0.0014566246874334607 -0.0014248020848650776 -0.0014555813400180266 0.00072893471646818142 0.0013584972255971093 0.00028641417599654424 -0.001046046490781788 0.0010681176825415746 0.00099037066382779131 0.0016044138343562261 -0.00095399654447218037 -0.0014904145353082467 0.0015592021562293285 0.00012968219768140279 -0.0013525716924521808 0.0014366471449005053 0.0015412591638972572 -8.5845814111373003e-05 -0.00030844234300336505 0.00044316247075450795 -0.0013693798836356868
leaf_weight=0.69916695755091218 0.16974477609619487 0.53948418727668546 0.085893841460346843 0.18064031191170216 0.16104476543841884 0.057379942387342453 0.3457050069482549 0.36747714960074063 0.68424307173700094 0.17456019797828126 0.1743571581027944 0.15892725624144155 1.7400545298296501 0.27549519608146511 2.76689840832843 0.51059878710656459 0.43768628951511346 1.3198833046481011 0.080381385982019271 0.58857511867249657 0.085351922061818186 0.15064553543925285 0.22501836647279561 0.45172221697429549 0.70274519227677046 0.048208925873041153 0.51831273338757455 0.3404601054498837 0.17586554648732999 0.71546259983005878
leaf_count=554 20 160 4 6 21 4 363 214 204 14 22 14 448 53 243 29 47 146 1 153 59 3 30 507 110 1 34 27 50 369
internal_value=0 -0.000188486 0.000454118 -0.000139198 -0.00090888 -8.18076e-05 -1.2967e-05 3.91719e-05 8.62003e-05 0.000133147 0.000163915 0.000195231 0.000619845 0.000225435 -2.15184e-05 0.000427801 0.000214493 0.000447103 -4.84039e-05 -0.00064658 -0.000765471 0.000456264 -0.00108257 -0.00103255 0.000894964 -0.00110237 0.000415421 0.000465835 -0.000753834 -0.00101175
internal_weight=0 12.9363 1.99569 12.3968 0.860212 11.5366 10.4646 9.95553 9.56162 9.19414 9.01958 8.84522 1.82595 8.6863 3.91216 4.77414 3.27758 2.76699 1.4471 0.668957 1.14526 0.235997 0.909261 0.509102 1.49655 0.393914 0.793808 0.778146 1.07197 0.891328
internal_count=3910 3438 472 3278 575 2703 2278 1767 1403 1189 1175 1153 452 1139 539 600 403 374 228 154 296 62 234 511 197 364 87 74 425 419
is_linear=0
shrinkage=0.00146298


Tree=541
num_leaves=31
num_cat=0
split_feature=4 11 453 474 41 50 11 480 403 1456 1213 457 48 43 52 2 15 1 148 51 52 13 40 13 42 39 403 48 457 2
split_gain=0.0575933 0.08971 0.0633731 0.0582442 0.0603298 0.0612448 0.0585518 0.0576376 0.0553377 0.0562874 0.0552271 0.055306 0.0603404 0.0912814 0.0748938 0.0786527 0.0741201 0.14951 0.0764619 0.0843125 0.0799481 0.0856506 0.0614093 0.0586172 0.0666149 0.0751477 0.0593634 0.0558123 0.0984636 0.0842045
threshold=0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.081670000000000006 0.11901000000000002 0.089560000000000015 0.08456000000000001 -0.088854999999999976 -1.0000000180025095e-35 -0.081334999999999977 0.53894500000000012 0.016865000000000002 -0.049504999999999987 -0.088354999999999989 0.10510500000000002 -0.0063699999999999989 0.095575000000000007 0.10530000000000002 -0.016859999999999997 0.11401500000000002 -0.076384999999999995 -1.0000000180025095e-35 -0.028919999999999998 -0.09602999999999999 0.005105000000000001 0.090530000000000013 0.084500000000000006 -0.0034949999999999994 0.096750000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 -1 -10 -11 12 16 -14 15 -15 17 -12 19 -18 21 -21 -19 -23 -25 26 -26 -16 -29 -30
right_child=2 -3 -4 4 6 -7 -8 -9 9 10 11 -13 13 14 27 -17 18 22 -20 20 -22 23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.0025296472906179736 -0.0039089263743815354 -0.0030521151695688895 -0.0025682412327047632 0.0026778631311663061 0.0020060028489853614 -0.0012250193586619941 -0.0028643142699634294 -0.0038075852910982697 -0.0022299495687508209 -0.0038039399227039862 -0.0037036933675200362 -0.003725747791768702 0.0022285719488636356 -0.0038510633096429498 0.0037747268430856672 0.00072094747954720272 0.0021747559444150171 -0.0028499503130702312 -0.0038482282239049193 0.0015184016127397257 -0.0030081868298671259 -0.0038326076924330801 0.00055606995261286182 -0.0038592583246369822 0.0001197039345740862 0.0038622914772343444 -0.0038302750288537984 -0.0035053116780768261 0.0024441638277329304 -0.00031752029361667075
leaf_weight=0.1319739438340547 0.030108446138910949 0.1599813815064407 0.0691886703716591 0.41960717012989324 0.065027535245462786 0.067341354442760348 0.07879523525480181 0.061570535511236701 0.16186762017878198 0.052879507167744921 0.23602048975317225 0.053721154574304708 0.43514936022074824 0.12184313350735454 0.076502006922964827 0.097970978749799542 0.30758239015449351 0.093134030874352902 0.06433475110679876 0.48703927493988841 0.11830640448351903 0.069238766041962219 0.42515203738003038 0.06513044238727117 0.57296786439292391 0.071015344805346103 0.060733391574103734 0.08401809683346062 0.27861938370551809 0.37220721549056179
leaf_count=451 4 160 23 381 38 13 13 249 347 281 475 14 250 45 10 26 137 14 8 159 107 105 105 58 207 9 40 26 68 87
internal_value=0 -0.000256548 0.000891043 0.0012532 0.0014996 0.00213812 -0.000662266 -0.000157139 -0.000106487 -3.22106e-05 5.36436e-05 0.00010351 0.000154467 0.000769442 0.00015369 -0.00181332 -0.000196317 -0.00119734 0.000219395 0.00036876 -1.58152e-05 0.000251141 -5.59789e-05 -0.000484429 -0.000183299 0.000156436 -0.000258859 0.000686602 0.000365109 0.000864759
internal_weight=0 4.65896 0.730068 0.66088 0.630771 0.486949 0.143823 4.49898 4.43741 4.30543 4.14357 4.09069 4.03697 1.46631 1.03116 0.219814 2.57066 0.754307 1.81635 1.75201 1.44443 1.32613 0.518286 0.839086 0.769847 0.704717 0.633701 0.811347 0.734845 0.650827
internal_count=3910 3438 472 449 445 394 51 3278 3029 2578 2231 1950 1936 512 262 71 1424 594 830 822 685 578 119 419 314 256 247 191 181 155
is_linear=0
shrinkage=0.00379902


Tree=542
num_leaves=31
num_cat=0
split_feature=1 0 52 52 133 132 39 52 457 0 157 403 51 3 1373 160 4 52 42 52 158 4 48 51 4 50 2 0 12 48
split_gain=0.0565673 0.0771958 0.0732893 0.0809064 0.0915586 0.072557 0.0665576 0.0714844 0.0632478 0.0685044 0.0652623 0.0671955 0.0629428 0.0625897 0.0615506 0.0537098 0.0521882 0.10468 0.0805215 0.0645493 0.0557862 0.051792 0.0491704 0.109476 0.0934966 0.0968594 0.0984864 0.0723301 0.0575462 0.0633798
threshold=0.087545000000000026 -0.074249999999999997 0.086950000000000013 -0.11051499999999999 -0.090054999999999982 0.083635000000000001 0.005105000000000001 -0.42985499999999993 -0.066264999999999991 -0.082604999999999998 -0.082104999999999984 -1.0000000180025095e-35 -0.40274499999999996 -0.089974999999999986 0.09586500000000002 -0.40446999999999994 -0.49837999999999999 0.10433000000000002 0.09901500000000002 0.11401500000000002 0.094245000000000009 -0.17479499999999998 0.12675000000000003 0.13118000000000002 -0.23071499999999998 0.11644500000000001 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 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 2 3 -1 -5 8 7 -2 -6 10 -10 -12 -8 -13 15 -9 17 -3 19 20 -18 -4 24 -24 -17 26 27 28 -26 -30
right_child=6 16 21 4 5 -7 12 14 9 -11 11 13 -14 -15 -16 22 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0031367789303146172 -0.0031329642880399073 -0.0031556599207232727 0.0031684382306002737 -0.0031381135668908078 -0.0031496504651688543 -0.0031387717332760205 -0.0031476842332298343 -0.0031307849965966977 -0.0022919466370467005 -0.0031324901215313036 -0.002317440192692487 -0.0010036943233502876 0.0015543838798396568 0.0017139909939966305 -0.0031493777241256016 -0.0028798500638358257 0.001622315108923139 0.0010632631009096279 -0.0031578067592621484 -0.0019057759846151322 -0.0013351051785339878 -0.0031437302356129883 -0.00304220577488379 0.00084379381688563869 -0.0028863361889893192 -0.0028733112939354878 0.0014408365327037462 0.0031379422827289396 0.00026073116212793938 -0.0028979532834213896
leaf_weight=0.11317127927031823 0.069205405063258563 0.11590552439156454 0.013640575110912323 0.10314277579982434 0.05094981337970228 0.067773951013805345 0.029608784228912555 0.047257437307054562 0.065541932031919714 0.049018038817849274 0.055455225554396637 0.09868287819699606 0.45362817041677761 0.51200471216907328 0.055975131683226098 0.081025880703238573 0.52305263282323711 0.1137884930576547 0.050476005234486365 0.069824999956836109 0.070687711304344703 0.18231638205270417 0.13346773916418886 0.15069264138583094 0.073706825744013105 0.077566493225276534 0.88608525309609831 0.066418396378136069 0.74355322719384231 0.067663675348740071
leaf_count=226 164 66 1 178 80 101 10 78 86 121 181 30 358 180 22 31 192 19 128 57 32 614 38 28 33 83 295 43 409 26
internal_value=0 -0.000451627 -0.000941955 -0.000632428 -0.000349734 -2.99728e-05 0.000206385 -2.44469e-06 0.000223373 0.000443501 0.000683069 0.000975782 0.00126628 0.00127483 8.84539e-05 0.000166324 0.000229879 -0.00106564 0.000646624 0.000936019 0.00127022 -0.00270434 0.000234658 -0.000981427 0.000407784 0.000546888 0.000691271 -6.87897e-06 -0.000242915 -2.73499e-06
internal_weight=0 2.25543 1.3117 1.11574 1.00257 0.899427 2.93586 2.45262 0.831653 0.780703 0.731685 0.666143 0.483237 0.610688 2.38341 2.32744 0.943735 0.229694 0.714041 0.663565 0.59374 0.195957 2.28018 0.28416 1.99602 1.91499 1.83743 0.951342 0.884924 0.811217
internal_count=3910 2292 1798 1183 957 779 1618 1250 678 598 477 391 368 210 1086 1064 494 85 409 281 224 615 986 66 920 889 806 511 468 435
is_linear=0
shrinkage=0.00312461


Tree=543
num_leaves=31
num_cat=0
split_feature=158 1 14 3 47 0 1 1374 49 0 150 43 130 3 3 13 42 0 15 52 1 0 4 159 474 160 52 124 13 133
split_gain=0.0520471 0.0549181 0.058935 0.0632907 0.0677664 0.0633507 0.0768713 0.0953255 0.0844629 0.067579 0.06024 0.0644415 0.0630232 0.105362 0.104646 0.0651008 0.0589894 0.0573683 0.0573024 0.0568282 0.0543465 0.0603162 0.0536731 0.0526268 0.0728042 0.0505204 0.0563909 0.0567669 0.0573261 0.0859097
threshold=0.11136500000000001 0.10386500000000001 0.077685000000000018 -0.115685 0.09252500000000001 -0.10071499999999999 0.093935000000000018 -0.094679999999999986 -0.088329999999999978 -0.089879999999999974 0.09202500000000001 -0.083899999999999988 -0.081624999999999989 -0.078884999999999997 -0.077689999999999995 -0.090744999999999978 -0.09602999999999999 -0.087899999999999992 -0.010069999999999997 0.10599500000000002 1.0000000180025095e-35 -0.13870499999999999 -0.37626499999999991 0.085545000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.50873999999999986 -0.057284999999999996 -0.26719999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 -7 11 16 -13 -14 -15 -16 -11 -17 -1 -18 21 -10 -6 25 -25 -3 -27 -28 29 -29
right_child=-2 23 -4 4 22 9 -8 8 20 10 -12 12 13 14 15 17 19 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0027156407932707833 -0.0029054705868453256 -0.0012630583261463435 -0.0034538103862934368 -0.0035244929677812893 0.0027002026749470827 -0.0031169293756617574 0.0024198845590310729 -0.0034621553569365443 -0.0034800058906041759 -0.003466392554933809 -0.0034467031946786185 0.0021366485981999814 -0.0034495554712008986 0.0029906389161479287 0.00032018119152805736 0.0028830232443381541 0.0014876753277916093 -0.0030435697658372472 0.0001782730969972403 -0.0025510404323685382 0.0014284156655409597 0.00047459567017046244 -0.0033958430270256642 -0.0028714553175412738 0.0029267094497793171 -0.0034507091582819177 -0.003463172690186984 -0.0034638209267685532 0.00023604841088268331 0.0023133351455151031
leaf_weight=0.13875963167811278 0.076290284694550681 0.22797568621535891 0.069062085614859714 0.085945548606105149 0.019488659163471311 0.13386840804923927 0.17453434005437884 0.063675599896669155 0.064656296344764996 0.037519178046750312 0.079621210286859312 0.069874079840703041 0.19266012543994349 0.086410296871690662 0.18449031392447068 0.021454574930430681 0.37052669561762797 0.19598270206642743 0.43802391811368613 0.046417027950155898 0.4146156027491088 0.15545153614675733 0.13953119033430983 0.030006673652678728 0.17619029193156155 0.041554997715138486 0.03900080220773805 0.033266661805100739 0.82283716520396433 0.36327531743518149
leaf_count=51 158 92 100 11 8 278 46 38 25 79 110 47 740 63 43 6 268 436 141 49 71 104 177 2 191 89 7 8 267 205
internal_value=0 -4.14358e-05 -0.000309873 -0.000240136 -0.000474065 -0.000328624 0.00035458 -0.000104997 0.000315809 -0.000790351 -0.000547965 -0.000356482 -0.000975447 -0.00129477 -0.000444653 -0.0011832 0.000666183 -0.00245879 0.0007887 0.00103806 0.000694816 -0.000687062 -0.00264874 0.00045122 0.00208294 0.000231015 0.000493037 0.00062327 0.000753972 0.00182868
internal_weight=0 4.91668 3.18257 3.11351 2.53672 2.3777 0.958879 0.784345 0.698399 1.41882 1.28496 1.20533 0.750872 0.680998 0.488338 0.401928 0.454463 0.217437 0.576784 0.416944 0.634723 0.220108 0.15902 1.73411 0.206197 1.52791 1.29993 1.25838 1.21938 0.396542
internal_count=3910 3752 2891 2791 2599 2414 295 249 238 2119 1841 1731 1335 1288 548 485 396 442 192 317 200 129 185 861 193 668 576 487 480 213
is_linear=0
shrinkage=0.00344089


Tree=544
num_leaves=31
num_cat=0
split_feature=2 147 1348 14 1456 453 11 1 124 3 2 0 0 124 47 160 2 1213 51 51 3 157 1375 0 150 52 34 42 129 403
split_gain=0.0510653 0.056216 0.0628515 0.0890804 0.063049 0.0573476 0.0545781 0.05596 0.0592362 0.063816 0.0726299 0.0583109 0.0859778 0.0563549 0.0628089 0.050986 0.0523117 0.0467513 0.0485742 0.0597385 0.0585164 0.062488 0.0627163 0.0657408 0.0710924 0.0664172 0.0666916 0.0542647 0.0552758 0.0488878
threshold=0.16971500000000003 -1.0000000180025095e-35 0.093200000000000019 0.077685000000000018 -1.0000000180025095e-35 0.090755000000000016 0.088315000000000018 0.10444500000000001 -0.082254999999999981 -0.115685 0.11462500000000002 -0.017269999999999997 -0.053834999999999994 -0.50873999999999986 0.13177500000000003 -0.079684999999999992 0.11339500000000001 -1.0000000180025095e-35 -0.097124999999999989 -0.09021499999999999 0.097615000000000021 -1.0000000180025095e-35 -0.42089999999999994 -0.230625 0.086025000000000018 0.086950000000000013 -1.0000000180025095e-35 0.09901500000000002 0.087190000000000017 -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 4 5 -3 7 8 -6 -10 17 12 13 -9 15 16 -15 -11 -19 -20 21 -21 -23 -24 25 26 -25 28 29 -28
right_child=-2 2 -4 -5 6 -7 -8 11 9 10 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0029808694179714167 0.0025374858484889166 -0.0028476292958367218 0.0031501068259625746 -0.0028302850327983652 0.0017050888700895356 0.0031205183543361911 -0.0015327215018565478 -0.0031212544605613481 0.00073051576675402209 -0.0031212092871942387 -0.0031157545785101895 0.0029214823548197469 -0.001777777158542992 -0.0020965949878279529 -0.001225981873311092 0.0015154219407512112 0.0012903959058384526 -0.0031239419593118954 0.0029246989528512362 -0.0031301860587542125 0.00087725727679079199 -0.0031884048309043663 0.0025324643122298066 -0.0031283029737678805 -0.0026442858696449417 -0.0016430638224356638 -0.0031214697013925408 -0.0031367025139373041 -0.0031278465857755814 0.00089543433240010318
leaf_weight=0.065574408738029777 0.071705940077663288 0.1237172189848933 0.058076493307453236 0.11448998357263906 0.15822878160906872 0.017922652172273956 0.20914267988337076 0.035396117636992019 0.51220914143777863 0.058306433193594631 0.098069047249737085 0.099670262839936075 0.14912214813739399 0.085690402789623143 0.12170606061408762 0.74451740999757032 0.091879711886576843 0.057066082294114806 0.057539071161956001 0.086653994450445526 0.33659803148475465 0.074660190006399563 0.077682562114204878 0.055319715844235562 0.12622860324336227 0.24074848904092505 0.030624971929684164 0.040234615007648245 0.037551677256487892 0.77424712662922535
leaf_count=31 96 344 26 122 101 2 117 8 163 462 166 124 79 41 31 301 41 134 24 249 50 13 12 30 49 437 146 96 74 341
internal_value=0 -0.000113773 -7.35424e-05 -0.000114108 -4.50135e-05 -0.00209244 2.15134e-05 9.98413e-05 -0.000148554 -0.000258662 -0.000494153 0.000627682 0.000441554 0.00074822 0.000879438 0.00115733 -0.000344072 -0.000368951 -0.000288518 -0.000205031 -0.000300791 -0.000557618 -0.000404648 -0.000254329 -0.000420224 -0.000182052 0.000192942 0.000401098 0.000570065 0.000742593
internal_weight=0 4.73887 4.6733 4.61522 4.50073 0.14164 4.35909 4.14995 2.82197 2.66374 2.15153 1.32798 1.22831 1.07919 1.04379 0.922088 0.17757 2.05346 1.99516 1.93809 1.88055 1.54395 1.4573 1.38264 1.30496 1.17873 0.937978 0.882658 0.842424 0.804872
internal_count=3910 3814 3783 3757 3635 346 3289 3172 2547 2446 2283 625 501 422 414 383 82 2117 1655 1521 1497 1447 1198 1185 1173 1124 687 657 561 487
is_linear=0
shrinkage=0.00311821


Tree=545
num_leaves=31
num_cat=0
split_feature=150 484 1373 148 15 0 14 1213 475 4 16 11 1375 1213 13 52 132 16 131 52 39 42 376 43 483 52 160 454 133 34
split_gain=0.0490391 0.0693899 0.0633575 0.0691731 0.091411 0.0622841 0.0552439 0.0529362 0.0640557 0.0554449 0.052825 0.0507385 0.0559838 0.0515429 0.0509496 0.11252 0.0967968 0.0672145 0.0603217 0.0720004 0.0603989 0.0552516 0.104469 0.0551198 0.0582904 0.057309 0.0612936 0.0549606 0.0568446 0.0575494
threshold=0.082085000000000019 -0.083374999999999991 0.098665000000000017 -1.0000000180025095e-35 -0.073314999999999991 0.076335000000000014 0.077685000000000018 -1.0000000180025095e-35 -0.086004999999999984 0.51224500000000017 -0.5152199999999999 0.088315000000000018 -0.029589999999999995 0.041025000000000006 -0.091229999999999992 0.11588000000000002 0.080815000000000012 -0.080824999999999994 0.097135000000000013 -0.40083499999999994 0.13419 -0.10770999999999999 0.048375000000000008 0.098320000000000005 0.083960000000000021 -0.11051499999999999 0.096735000000000002 -1.0000000180025095e-35 -0.090054999999999982 -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 10 7 8 -3 11 -6 12 -9 14 15 -14 18 -18 19 -16 21 -21 23 24 25 -23 27 -27 -29 -30
right_child=2 6 -4 4 5 -7 -8 9 -10 -11 -12 -13 13 -15 16 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0032965946839993042 0.0033046949468212511 0.0036711315730873833 -0.003326208142587495 0.0012377516717282681 0.0025086234365393235 0.003701057948306771 -0.003144843678844328 -0.0031560891982942425 -0.0036614558042617038 0.0031705520285439564 -0.0026457271143252858 -0.0022940749058901286 0.0016165852388125939 -0.0028329540457416773 -0.0036662512643577251 -0.0026579362671088113 -0.0034709207257750205 0.0028602043323168206 0.0021490359410138082 -0.0032018252243819411 0.0036940492999046467 -0.0027642591826672674 0.0035830346295177588 -0.0033453847278333291 -0.0035076986576098521 -0.0033267224021770602 -0.003590505435432499 -0.0036658286672728384 -0.0034346812585634035 0.00066362625023317137
leaf_weight=0.099286967532862369 0.13001564523437992 0.018858954776078463 0.051715709929339937 0.59546834672437399 0.030511333956383169 0.029008364384935703 0.082979119672017876 0.07392354883723129 0.1012662196285431 0.070186566556003416 0.20352808006282408 0.13612555157669692 0.58518957413253048 0.079920567354747507 0.093053482235521456 0.095604525748058222 0.025201811615261249 0.19965611643783621 0.1189463686541784 0.09428446540823987 0.04748341035156034 0.10838838069958256 0.086450911338033509 0.08829239774513542 0.07532569731120009 0.057222016839664103 0.060579243063329957 0.045541258888992409 0.047686494268422863 1.1105750450223901
leaf_count=325 90 4 23 221 15 9 101 33 543 156 155 92 149 298 233 46 35 113 87 88 18 81 65 117 114 25 30 44 30 570
internal_value=0 -0.00028508 0.000615344 0.000821549 0.000445496 -0.00134796 -0.000199717 -0.000128255 -0.00251028 -4.15357e-05 -0.00197376 -0.000111345 -1.52912e-05 6.16044e-05 0.000140304 0.00101631 -0.000123735 0.00215062 -0.000375185 -0.000531981 -0.000371892 -0.000480701 -0.000327993 -0.00054016 -0.000375624 -0.00021064 -1.21025e-06 0.000171218 0.000337491 0.000494896
internal_weight=0 3.60203 1.04025 0.988532 0.858516 0.263048 3.50274 3.41976 0.120125 3.29964 0.234039 3.22945 3.09333 3.0194 2.93948 0.680794 2.25869 0.224858 2.03383 1.91488 1.82183 1.77435 1.68006 1.59361 1.50532 1.42999 1.3216 1.26102 1.2038 1.15826
internal_count=3910 3397 513 490 400 179 3072 2971 547 2424 170 2268 2176 2143 1845 195 1650 148 1502 1415 1182 1164 1076 1011 894 780 699 669 644 600
is_linear=0
shrinkage=0.00365302


Tree=546
num_leaves=31
num_cat=0
split_feature=1 12 40 3 48 50 52 47 42 484 52 0 4 52 1 2 48 4 3 403 15 0 133 3 4 9 48 1212 132 48
split_gain=0.283581 0.222669 0.188181 0.16813 0.174598 0.220297 0.189533 0.187798 0.164678 0.157596 0.17921 0.19681 0.250177 0.205717 0.195866 0.246058 0.188705 0.196996 0.151 0.16253 0.207259 0.162152 0.174403 0.142717 0.140183 0.136665 0.151975 0.153349 0.13652 0.126713
threshold=0.10113500000000002 -0.062539999999999984 0.34489500000000001 0.16699000000000003 0.12675000000000003 0.11515000000000002 -0.42985499999999993 0.10933000000000002 -0.097204999999999986 -0.0043499999999999988 0.11401500000000002 -0.060094999999999989 -0.49837999999999999 0.10433000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.085790000000000019 0.0057500000000000008 -0.089974999999999986 -1.0000000180025095e-35 0.083935000000000023 -0.11524 -0.090054999999999982 0.10223 -0.048489999999999991 -0.016839999999999997 -0.078084999999999974 -0.50114499999999984 0.12562500000000001 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=9 2 -2 4 5 6 -3 8 -8 23 11 14 13 -13 18 25 -17 -18 -11 -20 29 -22 -23 -1 -10 -16 -27 -28 -29 -21
right_child=1 3 -4 -5 -6 -7 7 -9 24 10 -12 12 -14 -15 15 16 17 -19 19 20 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0012572500579456614 0.0010417390160958966 -0.0012477692358952427 -0.0012539173634425035 0.0008465428362305807 -0.00059659079529493541 -0.0012551441249786727 -0.0006375969002269591 -0.00034956059218568055 -0.00045210530340644348 -0.0011264571789874485 -0.00081192015847545904 -0.0012523925273500252 0.00053982102236420013 0.00060030632195675021 0.0012919786598321631 0.00058066792612265588 -0.0010548546159494007 0.00035487789552956036 -0.00124654656734519 -0.0008741683541184192 -0.0012722660072885131 -0.0012493866899053474 0.0008768070046065898 0.00066916425734465804 0.00071025189860154925 0.0010027461314116998 0.0010164566344492371 -0.001223920442325821 0.00086019612082055303 6.0989134341573437e-05
leaf_weight=0.37237713865761168 0.60055150612606656 0.13360046538582704 0.060798951424658298 0.3692517406598198 0.68821337874396693 0.17293919961957716 0.18890213826671454 0.573613171087345 0.17951631618780206 0.48114596143568622 0.64240628024708701 0.25985401937214181 1.1989159050935994 0.144023098051548 0.057411227346165217 1.0741695721226276 0.27931529327179294 0.33960789209231734 0.26594518683123203 0.64835411191233994 0.081434729567263275 0.068228686846850906 0.47432524858595571 0.070759370879386552 1.5083608568820603 0.073699641099665425 0.060626094404142461 0.59003627966740169 0.052958321088226512 0.34230832168395864
leaf_count=499 314 112 8 96 76 53 15 63 28 272 398 75 159 5 7 116 42 16 388 303 7 96 63 11 222 12 9 369 11 65
internal_value=0 0.000164625 0.000830696 4.914e-05 -3.63259e-05 0.000103533 0.000194465 0.000273099 0.000463407 -0.00023012 -0.000185431 -0.000123441 0.000254692 -0.000591718 -0.000247392 -6.83785e-06 0.00026556 -0.000281324 -0.000504863 -0.000345829 -0.000197475 0.000363854 0.000609428 -0.000949643 0.000586628 -0.000559345 -0.00069608 -0.000874021 -0.00105227 -0.000551039
internal_weight=0 4.47575 0.66135 3.8144 3.44515 2.75693 2.58399 2.45039 1.87678 7.5779 7.13477 6.49236 1.60279 0.403877 4.88957 2.52782 1.69309 0.618923 2.36174 1.8806 1.61465 0.623989 0.542554 0.443137 1.68788 0.834732 0.77732 0.703621 0.642995 0.990662
internal_count=3910 987 322 665 569 493 440 328 265 2923 2413 2015 239 80 1776 582 174 58 1194 922 534 166 159 510 250 408 401 389 380 368
is_linear=0
shrinkage=0.00124344


Tree=547
num_leaves=31
num_cat=0
split_feature=31 2 147 1348 14 484 150 483 130 160 401 1 0 157 156 52 457 128 16 133 15 1374 11 13 124 0 48 52 0 49
split_gain=0.0465604 0.0454701 0.0520356 0.0554432 0.0767941 0.057856 0.0689777 0.0566132 0.0505372 0.0497609 0.0497946 0.0514334 0.113386 0.0617601 0.0698589 0.0549473 0.0531434 0.0528936 0.0640631 0.0528348 0.0580855 0.0654094 0.070419 0.0499263 0.0562861 0.0544446 0.0637091 0.0584144 0.0603135 0.0535963
threshold=-1.0000000180025095e-35 0.16971500000000003 -1.0000000180025095e-35 0.093200000000000019 0.078275000000000025 -0.0043499999999999988 0.094545000000000018 0.11293000000000002 -0.23515499999999998 -0.40446999999999994 0.10072000000000002 1.0000000180025095e-35 -0.084074999999999997 -0.077294999999999989 0.11896500000000002 0.11401500000000002 0.53894500000000012 0.086435000000000012 -0.25582999999999995 -0.26719999999999994 -0.26361999999999991 0.090240000000000015 0.088315000000000018 -0.0010249999999999997 -0.52484999999999993 -0.10575999999999998 0.084905000000000022 0.14114500000000005 -0.017269999999999997 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 12 -11 -13 16 -14 17 19 -19 -15 -21 22 23 24 -22 26 -25 28 -27 -28
right_child=1 -3 3 -5 -6 8 -8 -9 9 10 -12 13 15 14 -16 -17 -18 18 -20 20 21 -23 -24 25 -26 27 29 -29 -30 -31
leaf_value=0.002587466811114267 -0.0027946239468761729 0.0022006144311536779 -0.0026032230514789253 0.0027984816185578189 -0.0026147667166455681 -0.0028243663181088331 0.0016779144308831351 0.0011156434362657177 -0.0017622287484443022 -0.0013848621640555978 -0.0025705747282798392 0.00176177730765431 0.00041296013819147457 -0.0026868678627691191 -0.002676987955093062 -0.0028103620331460257 -0.0027088137779281078 0.001506264186605848 -0.0025262680635223128 0.0023443317155622629 -0.00262841532265902 -0.0023503075373031762 -0.0016360329014925899 0.0021366783046129355 0.001486155452480305 -0.0020499780369302575 0.0011856054228594904 0.0017769418880464517 0.001324972584440898 -0.00090313158657173438
leaf_weight=0.050483274057114502 0.055544105820445 0.065622350100966176 0.18418773764506102 0.050491745936596888 0.093373644389430299 0.047710558024846583 0.04873668040818302 0.038017171919818793 0.1134373632980904 0.47248353920349528 0.052894241151989152 0.23010804467776358 0.93013591729777512 0.038516812404851719 0.061064002073180634 0.04257623419562151 0.043195440724957623 0.044489002844784409 0.095279433332507213 0.13544447465756149 0.026729652890936206 0.061626009832252859 0.1047181330177408 0.18241687907720916 0.60253647528679677 0.18364972890776698 0.18899147521005943 0.059421226789709181 0.052392502318978629 0.18929275628761388
leaf_count=113 30 92 505 26 114 23 19 56 287 625 173 152 582 23 68 69 14 4 100 152 7 23 34 45 403 69 23 6 49 24
internal_value=0 -9.20401e-05 -0.000126006 -9.21171e-05 -0.000125875 -7.09359e-05 -0.00131132 -0.00196696 1.395e-05 4.85713e-05 0.000102656 0.000140412 -0.00026977 0.000398163 0.000246561 0.000271873 0.000335437 0.000402339 -0.00124269 0.000528274 0.000597564 0.000454331 0.000563024 0.000718051 0.00131138 0.000281965 0.000789867 -0.000681882 -0.00130087 0.000140405
internal_weight=0 4.49508 4.42946 4.37392 4.32343 4.23005 0.270942 0.222205 3.95911 3.9114 3.79796 3.74507 1.4452 2.29987 2.06976 0.972712 2.0087 1.9655 0.139768 1.82574 1.78722 1.65177 1.59015 1.48543 0.629266 0.856165 0.560701 0.295463 0.236042 0.378284
internal_count=3910 3797 3705 3675 3649 3535 580 561 2955 2932 2645 2472 1276 1196 1044 651 976 962 104 858 835 683 660 626 410 216 92 124 118 47
is_linear=0
shrinkage=0.00277457


Tree=548
num_leaves=31
num_cat=0
split_feature=1 52 1446 47 15 1 484 3 48 44 12 43 1213 15 48 0 1374 15 42 457 14 14 0 3 9 52 2 160 13 52
split_gain=0.239275 0.209902 0.180871 0.181213 0.224191 0.203182 0.16921 0.159158 0.153876 0.171798 0.146555 0.171396 0.13669 0.148991 0.174691 0.136191 0.135424 0.147013 0.159583 0.143176 0.120326 0.123465 0.168736 0.115745 0.13612 0.172218 0.143467 0.113081 0.112768 0.107947
threshold=0.094385000000000011 -0.42985499999999993 0.091520000000000018 0.09252500000000001 0.024640000000000006 0.10956 -0.065229999999999996 -0.115685 0.12862000000000004 0.086480000000000015 0.091475000000000015 -0.00059999999999999995 -1.0000000180025095e-35 -0.0071449999999999994 0.08407000000000002 -0.10303999999999998 -0.094679999999999986 -0.11739999999999999 -1.0000000180025095e-35 -0.0015249999999999997 0.11127500000000001 -0.46637499999999993 -0.13506999999999997 -0.089974999999999986 0.083710000000000021 0.086950000000000013 0.096540000000000015 0.08234000000000001 -0.5337599999999999 -0.0045699999999999985
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -1 -8 9 10 20 -12 -9 14 -14 -7 -16 -18 -19 -20 21 22 -3 -15 25 -25 -27 -21 -28 -17
right_child=1 2 -4 -5 5 15 7 12 -10 -11 11 -13 13 23 16 29 17 18 19 27 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.0013586018417495506 -0.0013498748331082647 -0.0012267253114081305 -0.0013430721878710285 -0.00013213035254396857 -0.0010508126712283356 0.0012394143889402306 0.00024618887994411692 -0.0013495515235168556 -0.00047926943304167364 -0.0011748665133870493 -0.00090362985713716342 0.00088656630451301786 -0.0011195967059262784 -0.00076288482058899283 -0.0013908435520385029 0.0007461720959125815 -0.001364148903794182 -0.0013568438367614348 -0.00074304233265058521 -3.8210374980493462e-05 -0.00048928189235229128 0.0012298312087012661 0.001355973739581174 0.00039770057724658226 -0.0013509205533907209 -0.0013603864716592489 -0.0013978322153078704 0.0010807287625949696 0.00053895845920582633 -0.0011757231956582323
leaf_weight=0.24114868403921708 0.16355725847824931 0.092461125459522009 0.13346097645990074 1.5221329703636 0.30639643200993294 0.1881650876312051 1.1239950645176575 0.22191554131859437 0.202952280640602 0.080969502392690518 0.17546343590947799 0.2163356898818164 0.64156346835443345 0.34784484671399729 0.16662726853974152 0.094639678602106869 0.14296309281053243 0.11977921226934984 0.18557129974942643 0.2896440292679473 0.092584727331995853 1.3631773432716725 0.090857300747304026 1.4441274091295788 0.11440491746179748 0.21134896750663745 0.071166660636663437 0.37603551521897316 0.23197986029845197 0.1201617376646027
leaf_count=407 144 5 35 209 109 19 191 494 14 13 45 56 560 138 14 30 90 41 28 57 3 442 45 316 36 233 2 23 85 26
internal_value=0 0.000148914 0.000201297 0.000246633 0.000437274 -0.000224723 -0.000254313 -0.000207503 0.000640141 0.000747718 0.00082437 8.48443e-05 -0.000319212 -0.000266565 -0.000546333 0.000403396 -0.00025914 -8.98632e-05 9.77477e-05 0.000302423 0.00100114 0.00109037 5.33264e-05 -4.44282e-05 7.61256e-05 0.000159481 -0.000509174 0.000593867 8.42776e-05 -0.000328952
internal_weight=0 4.84332 4.67976 4.5463 3.02416 0.709363 5.93012 5.68897 2.3148 2.11185 2.03088 0.391799 4.56497 4.34306 1.92218 0.402967 1.28062 1.11399 0.97103 0.851251 1.63908 1.5465 0.183318 2.42087 2.07303 1.95862 0.514495 0.66568 0.303147 0.214801
internal_count=3910 1195 1051 1016 807 184 2715 2308 623 609 596 101 2117 1623 813 75 253 239 149 108 495 492 50 810 672 636 320 80 87 56
is_linear=0
shrinkage=0.00134594


Tree=549
num_leaves=31
num_cat=0
split_feature=4 11 403 484 150 160 47 52 133 1213 3 151 475 448 1 0 13 133 150 14 48 15 457 15 403 159 12 1374 0 50
split_gain=0.348068 0.233252 0.260493 0.235169 0.286718 0.208021 0.196308 0.188371 0.208503 0.193336 0.172172 0.196079 0.168336 0.156599 0.17663 0.186196 0.153123 0.152945 0.216512 0.125749 0.125254 0.123043 0.115884 0.181013 0.127454 0.126291 0.136964 0.139742 0.153741 0.124557
threshold=0.28937500000000005 0.08184000000000001 -1.0000000180025095e-35 -0.0043499999999999988 0.097030000000000019 -0.092169999999999988 0.11939500000000002 -0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 0.14320000000000002 -0.08514999999999999 -0.086424999999999988 -0.083779999999999979 0.099595000000000017 -0.18087499999999998 -1.0000000180025095e-35 -0.031394999999999992 -0.22988499999999998 -0.46879999999999994 0.11379500000000002 0.024640000000000006 -0.0015249999999999997 -0.0058549999999999991 0.088825000000000015 0.10519500000000001 0.10257000000000001 -0.094679999999999986 -0.23029999999999998 0.10030500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 17 19 -7 -9 -10 11 -1 -13 -11 22 -16 -17 -5 -19 -2 -21 -18 23 -15 25 26 27 -24 -29 -26
right_child=6 -3 3 5 -6 7 -8 8 9 13 -12 12 -14 14 15 16 21 18 -20 20 -22 -23 24 -25 29 -27 -28 28 -30 -31
leaf_value=0.00073010394513453841 -0.00014407922662930059 -0.00098255358125876177 -0.0010197108334312859 0.00058932575202246798 0.00077005847154649999 -0.00082228714813436697 -0.00083922873957146366 -0.0011353135205075229 -0.0011301694756950225 -0.00099586844611628585 0.0011625976269243519 0.0010264901989226686 -0.0011239639583745596 -0.0011396528044208022 -0.00025223286497115483 0.00093143346483622155 0.00053525313275602998 0.00056106745207633356 -0.001047170349139552 0.00096804989051157411 8.424713071669827e-05 -0.00042518733754849734 -0.0005528096151782828 0.00064970640879035237 -0.00092456874656681603 -0.00074673948820809023 -0.00060240242113932863 0.0011143839694690136 0.00023525470554980839 0.00053832188383878094
leaf_weight=0.093976067102630623 0.25328295103099652 0.41364945318491741 0.59145702432942471 0.12749853482091567 0.140499037806876 0.30470801582123019 0.13886299834121008 0.17459871712344099 0.15605202734877099 0.15151211000192422 0.060040127485990524 0.049227934097871184 0.74347364165441554 0.2340519669742207 0.40115659369621459 0.86535282545082748 0.57017473550513353 0.13015762064605951 0.57630193242220773 0.78550916654057867 0.27445465206983499 0.24057093053124845 0.25950997929612052 0.10338033485458797 0.27695782453520212 0.19095810630824406 0.25860727851977561 0.27355654886923275 3.248572497206665 0.10065206367289647
leaf_count=20 55 160 493 40 19 214 24 156 207 25 2 6 874 65 19 201 42 6 319 315 32 28 45 9 78 43 24 11 369 9
internal_value=0 -0.000153295 -0.000120066 -6.32179e-05 -0.000676164 -1.13169e-05 0.000434198 4.57717e-05 8.10123e-05 0.000109981 -0.000683087 -0.000808065 -0.000990418 0.000136953 0.000161391 0.000436987 0.000601945 -0.000545976 -0.00075087 0.000568851 0.000739208 0.000250264 4.56494e-05 -0.00059144 9.22937e-05 0.000148243 0.000190544 0.000244769 0.000303535 -0.000534635
internal_weight=0 10.7367 10.323 9.37629 0.731956 8.64433 1.45211 7.81037 7.50566 7.33107 0.946718 0.886678 0.792702 7.17501 7.0235 2.07726 1.6761 0.833958 0.70646 1.31325 1.05996 0.810746 4.94625 0.337432 4.60881 4.2312 4.04025 3.78164 3.52213 0.37761
internal_count=3910 3484 3324 2422 512 1910 426 1545 1331 1175 902 900 880 968 943 290 271 365 325 402 347 70 653 74 579 492 449 425 380 87
is_linear=0
shrinkage=0.00112622


Tree=550
num_leaves=31
num_cat=0
split_feature=158 31 1 47 52 47 160 42 15 151 474 457 4 41 2 15 151 4 42 151 158 1 48 49 157 484 156 376 42 42
split_gain=0.0456127 0.0476714 0.0458539 0.0513272 0.0539518 0.0490461 0.0483355 0.0565944 0.0551886 0.127072 0.0546343 0.0554512 0.0716038 0.0755738 0.0705453 0.0668055 0.112976 0.063751 0.0702144 0.07124 0.0700362 0.0773543 0.0646494 0.0791836 0.0689088 0.0609963 0.0525916 0.0440245 0.0448583 0.0726251
threshold=0.11136500000000001 -1.0000000180025095e-35 0.11561500000000001 0.13177500000000003 0.12897500000000003 0.11669500000000001 -0.098319999999999991 -1.0000000180025095e-35 0.099325000000000011 0.14975000000000002 -1.0000000180025095e-35 -0.0034949999999999994 0.24280000000000004 0.078535000000000008 0.11578500000000001 -0.095799999999999982 -0.051109999999999996 -0.51381999999999983 0.09901500000000002 0.10333500000000001 0.091000000000000011 0.11215000000000001 0.095825000000000007 -0.10837499999999999 -0.082189999999999999 -0.08231999999999999 0.013700000000000002 0.091535000000000019 -0.089024999999999979 -0.090359999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 10 -10 -9 14 13 15 -12 16 -13 -17 19 20 21 22 23 -19 -25 -26 27 28 29 -8
right_child=-2 2 3 4 -6 -7 7 8 9 -11 11 12 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0037622143984717337 -0.0030949356519984674 -0.0017722331459281999 0.0013366249551370554 -0.0024546443155038749 0.0012679212720633252 -0.0032830928983031628 -0.0020470759053497676 -0.0037791491498011232 -0.0031573508893157024 0.0029742878538808362 -0.0023094939067827181 0.0019376779340986214 0.0022654499648533731 -0.0037426702368512665 0.0037698793951036424 -0.0021722145639615901 -0.0030928601211643444 -0.003759128090781013 -0.0029733678340197437 -0.0037136796721085278 -0.0026733051102634364 -0.0027495706651665718 0.0036865716934835827 -0.0023446650075335724 -0.0037928685534698884 0.0018000423686298493 0.0017537304617606738 0.0027541169100292083 -0.0034078338193891345 0.0028271697749926322
leaf_weight=0.045517985519836546 0.068940259185637731 0.25002926447905416 0.56534000637111592 0.12121440273767803 0.098039285010599997 0.072839848586227052 0.18721276529504394 0.044866141037348206 0.18017951621459349 0.063682532312668627 0.18454589097837271 0.096681973913291586 0.29366068471063034 0.062599740755103883 0.031042562448419631 0.100866682201742 0.17401020778561527 0.042586018304066164 0.062905622992729948 0.042457944171473971 0.062541561515899846 0.060897848845342994 0.17183611212931271 0.06367764083143157 0.027883695683160847 1.0267980496018783 0.0723059523061238 0.029210187087301165 0.17755699586996465 0.055074960491765523
leaf_count=110 158 428 403 29 26 75 298 100 168 9 196 47 114 64 5 38 91 14 193 21 34 16 29 114 55 496 71 5 484 19
internal_value=0 -3.66764e-05 -7.57756e-05 0.000742315 -0.000790099 -0.000252212 -0.000190288 -7.09745e-05 0.000139627 -0.00155612 0.000301804 0.000374897 0.000545249 0.000292132 -0.00143413 0.000422788 -0.00129612 0.000702674 0.00088837 0.00105046 0.00118937 0.00136271 0.00155061 0.00123445 0.0014246 0.00165218 -0.00119948 -0.001675 -0.00198316 -0.0009391
internal_weight=0 4.46806 4.42254 0.784594 0.219254 3.63795 3.56511 3.31508 2.79372 0.243862 2.54986 2.50499 2.2894 1.99574 0.215588 1.93314 0.270692 1.66245 1.56158 1.49868 1.45622 1.39368 1.33278 1.16095 1.11836 1.05468 0.521361 0.449055 0.419845 0.242288
internal_count=3910 3752 3642 458 55 3184 3109 2681 1804 177 1627 1527 1326 1212 201 1148 138 1010 972 779 758 724 708 679 665 551 877 806 801 317
is_linear=0
shrinkage=0.00373115


Tree=551
num_leaves=31
num_cat=0
split_feature=1 47 48 50 4 42 50 158 401 1212 51 483 123 150 159 2 47 16 3 157 42 454 49 151 2 42 43 1 376 130
split_gain=0.249525 0.199056 0.212725 0.257978 0.195181 0.147645 0.138709 0.182261 0.148405 0.146138 0.135918 0.134229 0.132066 0.131007 0.157386 0.178725 0.160096 0.124544 0.121922 0.120735 0.125761 0.128938 0.134271 0.148197 0.12703 0.163988 0.129445 0.119338 0.133073 0.118394
threshold=0.10113500000000002 0.087850000000000025 0.12862000000000004 0.11843500000000001 -0.17479499999999998 -0.14127499999999996 0.088425000000000017 0.084965000000000027 0.083100000000000021 -0.50114499999999984 -0.10748999999999999 0.088030000000000011 0.11662000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.10783500000000001 0.0032450000000000005 -0.075954999999999981 -0.084354999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085974999999999982 0.087190000000000017 0.086650000000000019 0.092860000000000012 -0.24333999999999997 1.0000000180025095e-35 0.091535000000000019 -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=6 2 3 4 -2 -6 7 8 10 -8 -1 19 -11 -3 -15 16 -16 -4 -18 -12 27 -22 23 -23 -24 -26 -27 28 29 -21
right_child=1 13 17 -5 5 -7 9 -9 -10 12 11 -13 -14 14 15 -17 18 -19 -20 20 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00097735542794914168 -0.00086500269770337123 -0.0011240748938890974 -0.0011842062936400872 -0.00083317461936265708 -0.00038419924045565403 0.00082645896083172199 0.00097629198032983912 -0.00092343703901087324 -0.0011576996249497784 -0.0012514126013113695 -0.0012534526404929364 -0.0012533163261498818 0.0012659530485397107 -0.00092107529310264051 -0.0012001336545146145 0.00076528200490546313 -0.00058777289070317893 0.00018445017590561902 0.00051909088587271247 8.4609620128255308e-05 -0.0012608890586872487 -0.00072352931778547306 -0.00012015445373069206 0.00052043799456292475 0.0005165679664873988 0.00042043539381358058 -0.0011058640652458157 0.0003976496134694968 0.0012532057581457993 -0.0012539661543457912
leaf_weight=0.24885822156647908 0.12702861013531297 0.20050750556401897 0.19591224589385081 0.20410475961398322 0.17012114415411028 1.8437221077911083 0.061073399148881435 0.46675941327703174 0.20419632790799358 0.44010622710266023 0.11733405730046786 0.13688255920715153 0.034767314791679382 0.268842413832317 0.19456542639818486 0.44212393756606616 0.25260730466106884 0.21628727938514203 0.39363878930453233 0.13824437896983 0.10457203706755525 0.50209148296562478 1.0881542738934515 0.21000407636165619 2.1527720297963246 0.1587261043896433 0.18728092608944269 0.19626068473735359 0.048210769949946553 0.39144609620780091
leaf_count=181 88 26 11 34 17 558 9 281 224 545 101 142 2 57 37 62 30 30 37 53 32 73 317 24 263 11 163 46 3 453
internal_value=0 0.000149475 0.000357742 0.000502549 0.000629893 0.000724188 -0.000226779 -0.000175522 -0.000116203 -0.000834253 -7.87664e-05 -3.75989e-05 -0.00106711 -0.000178228 -5.60135e-05 0.000125262 -0.000211279 -0.000466052 8.64355e-05 -6.17161e-06 2.20932e-05 0.000103346 0.000136531 -0.000356671 0.000234444 0.000388862 -0.000405695 -0.000440092 -0.000724597 -0.00090461
internal_weight=0 4.50946 2.75718 2.34498 2.14087 2.01384 6.88774 6.35179 5.88503 0.535947 5.68084 5.43198 0.474874 1.75229 1.55178 1.28294 0.840812 0.4122 0.646246 5.2951 5.17776 4.4036 4.29903 0.712096 3.58693 2.49878 0.346007 0.774162 0.577901 0.52969
internal_count=3910 987 738 697 663 575 2923 2367 2086 556 1862 1681 547 249 223 166 104 41 67 1539 1438 883 851 97 754 437 174 555 509 506
is_linear=0
shrinkage=0.00124344


Tree=552
num_leaves=31
num_cat=0
split_feature=4 11 474 151 403 1456 1213 480 457 48 0 15 1 1 12 15 15 52 148 4 52 15 14 2 40 156 159 0 13 2
split_gain=0.283924 0.27439 0.238116 0.269338 0.208136 0.218345 0.188009 0.190789 0.154268 0.15544 0.2056 0.202203 0.344107 0.183661 0.202693 0.254261 0.200661 0.172157 0.18142 0.176038 0.231126 0.161616 0.235137 0.149503 0.148601 0.13923 0.146516 0.184044 0.186155 0.166715
threshold=0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 -0.27336999999999995 -0.088854999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 0.53894500000000012 0.016865000000000002 0.047345000000000005 -0.0071449999999999994 0.095575000000000007 0.093575000000000019 0.085185000000000025 -0.09547499999999999 -0.092059999999999989 0.11588000000000002 0.094520000000000007 -0.49837999999999999 0.10433000000000002 -0.073314999999999991 -0.24402999999999997 0.14808000000000002 -1.0000000180025095e-35 0.086635000000000004 0.10519500000000001 -0.070174999999999987 0.0024700000000000004 -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 -1 -6 -7 8 9 11 13 12 -8 14 16 -16 -11 18 19 20 -13 22 -15 -19 -14 26 27 28 29 -21
right_child=2 -3 3 -5 5 6 7 -9 -10 10 -12 17 24 21 15 -17 -18 23 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010780139069724091 -0.001577516930988016 -0.0012750783274917297 -0.0012652124380590707 0.00069633820685409463 -0.0010519938411226429 -0.0010915276191750883 -0.0013769024900703 -0.0014082224059250308 -0.0013884630956300212 -7.7646096144087952e-05 0.0014136640873211375 -0.0013697869101325314 -0.0011079904479623837 -0.0010247638269907692 -0.0014185102413791645 0.00087836207254137833 -0.0013761398906099783 -0.0014334237607893318 -0.0014316238028830015 -0.0014062864676582638 0.00067958419321759416 -2.89894135944103e-05 0.0012595486392949524 0.00073215732380219804 0.00024588763940900781 0.0011624649009162121 -0.0011746450951640459 0.00087384951114834652 -0.0010402681701628922 0.00036233857897076497
leaf_weight=0.44545514387573071 0.11194891203194846 0.43605153739918101 0.15015229489654291 1.6140279143146479 0.45106860400118698 0.33137585217627119 0.59116912964236046 0.18966543702117711 0.15190831525251347 0.68197452688036719 0.28503470997384273 0.28772469391696409 0.19913369324058294 0.10154807730577886 0.11477334567462116 0.53761773792211864 0.3551954300201039 0.2536883390857837 0.1375977453571976 0.11254459689370744 0.17288959585130215 0.54342389876546782 0.68468395579839125 0.083038544544251636 0.79133679420920089 0.3479799537162761 0.13990378896414757 0.76699358195767731 0.26037221078877326 1.4804779965052142
leaf_count=486 4 160 20 448 356 447 461 197 14 75 38 54 14 13 65 56 42 100 10 33 5 58 151 5 98 65 29 66 69 271
internal_value=0 -0.000186201 0.000403668 0.000529387 -0.000140975 -9.94551e-05 -5.47084e-05 -1.76478e-05 1.13956e-05 3.52111e-05 0.000276366 -0.000106453 -0.00053112 0.000168998 -0.000137512 0.00047428 -0.000522336 5.96702e-05 0.000146798 0.000207654 -0.000600564 0.000558473 0.000964512 -0.000899381 -2.6309e-05 0.000327424 0.000222153 0.000296729 5.78978e-05 0.000237388
internal_weight=0 10.9346 1.87613 1.76418 10.4986 10.0531 9.60205 9.27068 9.08101 8.9291 3.30425 5.62485 1.58164 3.01922 1.68956 0.652391 1.03717 4.04321 3.70648 3.56889 0.460614 1.32966 0.786232 0.336727 0.99047 3.10827 2.76029 2.62039 1.85339 1.59302
internal_count=3910 3438 472 468 3278 2792 2436 1989 1792 1778 498 1280 573 460 238 121 117 707 602 592 59 222 164 105 112 533 468 439 373 304
is_linear=0
shrinkage=0.00140088


Tree=553
num_leaves=31
num_cat=0
split_feature=1 47 50 156 52 43 48 151 159 484 42 51 42 2 150 16 15 1 2 3 13 49 43 49 3 42 2 3 133 151
split_gain=0.301749 0.20111 0.166959 0.1515 0.140167 0.130391 0.134266 0.128643 0.126454 0.143654 0.151273 0.158488 0.145264 0.171141 0.12351 0.156963 0.176484 0.167515 0.122943 0.122626 0.117281 0.117105 0.166378 0.122096 0.118481 0.124996 0.113818 0.174728 0.145122 0.129351
threshold=0.10113500000000002 0.087850000000000025 0.14061500000000002 0.11896500000000002 -0.24456499999999998 -0.26007999999999992 -0.086624999999999994 -0.51118499999999989 -0.034019999999999988 -0.0043499999999999988 -1.0000000180025095e-35 -0.10748999999999999 0.091955000000000023 0.086650000000000019 -1.0000000180025095e-35 -0.064504999999999993 -0.064869999999999983 0.13213500000000003 1.0000000180025095e-35 -0.11266 -0.049994999999999991 -0.085974999999999982 -0.080569999999999989 -0.081419999999999979 -0.08095999999999999 0.091230000000000019 0.084235000000000018 0.086245000000000016 0.065880000000000008 -0.081594999999999987
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 -8 -1 -10 -11 -12 13 26 -3 17 -17 18 -16 -15 -18 22 -21 -23 25 -25 27 28 -13 -28
right_child=1 14 -4 -5 5 6 7 -9 9 10 11 12 -14 19 15 16 20 -19 -20 21 -22 23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00098274740110550034 -0.00042980645752402189 -0.0011040168455751468 -0.0012369512272988174 -0.00069183550671305044 -0.00083061114305853028 -0.00030712329550931089 -0.00087203619733328651 0.00084349552434317824 -0.0010786609097146744 -0.00055983759214765327 -0.0012244434185744372 -0.0005101762362128764 -0.00058070834297544805 0.00077135604325392427 -0.00046290236874679623 -0.0011282135039891758 0.0008872737162346412 0.0012557096400471362 0.00063734661992237787 0.00046134677581164416 -0.00049314062472225102 0.0011956731179368569 -0.0012474889425676974 -0.0010724620092648135 0.00027003568757144196 0.0011354380395869161 0.00025902666609578111 0.0011922176877472146 0.00082051317623993902 -0.0011611645823673582
leaf_weight=0.31634033482623625 0.20560908211337015 0.17777465723338526 0.089837953506503143 0.16052280319854606 0.087909187714104831 0.18457116425270359 0.067363258916886104 1.8201831891346922 0.26070964156315302 1.1135231571424808 0.16830171088440682 0.64882252764073178 0.60054427112117981 0.52276125314528998 0.35544669216324098 0.31731776264496137 0.16232992464210838 0.21403985665529035 0.26231299375649542 0.14534967009967659 0.20952384639531374 0.17826347728259895 0.20283310666854992 0.19818837321508853 1.4075640203664086 0.04717594387329882 0.13182693789713085 0.14547402609605342 0.1499418908424559 0.34404314548737602
leaf_count=410 54 26 16 56 7 29 9 567 308 844 116 216 386 51 36 81 15 27 35 30 29 7 22 160 164 7 21 7 32 142
internal_value=0 0.00018406 0.000396146 0.000454224 0.000531991 0.000623543 0.000685235 0.000782271 -0.000230745 -0.000192776 -0.000154313 -6.19895e-05 -2.05641e-05 6.10398e-05 -0.000142542 -3.01628e-05 -0.000460402 0.000326303 4.28514e-06 0.00024111 0.000109469 0.000113922 -0.000534132 0.000237142 0.000133768 -0.000647951 -0.000281592 -3.6588e-05 -0.000260383 -0.000767739
internal_weight=0 4.31474 2.616 2.52616 2.36564 2.16003 2.07212 1.88755 6.58166 6.26532 6.00461 4.89109 4.72279 4.12224 1.69875 1.52097 0.689172 0.8318 0.61776 2.70214 0.371854 2.17937 0.348183 1.83119 1.65293 0.245364 1.42011 0.944238 0.798764 0.47587
internal_count=3910 987 738 722 666 612 605 576 2923 2513 2205 1361 1245 859 249 223 125 98 71 441 44 390 52 338 331 167 418 255 248 163
is_linear=0
shrinkage=0.00121906


Tree=554
num_leaves=31
num_cat=0
split_feature=1 150 484 12 124 1374 0 0 52 52 16 16 151 150 133 1429 52 2 131 150 12 51 42 43 4 52 52 0 2 43
split_gain=0.239691 0.211938 0.169401 0.155555 0.197473 0.151286 0.261926 0.194171 0.187435 0.160443 0.155884 0.145925 0.161419 0.149901 0.134622 0.130209 0.129856 0.12193 0.130572 0.120507 0.156067 0.119498 0.116985 0.154386 0.132109 0.223788 0.156709 0.168241 0.157287 0.109274
threshold=0.094385000000000011 0.077110000000000012 -0.0043499999999999988 -1.0000000180025095e-35 -0.088344999999999993 -0.094679999999999986 -0.23029999999999998 -0.077944999999999987 0.086950000000000013 0.071660000000000015 -0.50763499999999995 -0.055679999999999993 -0.051109999999999996 -0.088794999999999985 -0.090054999999999982 0.084920000000000009 -0.048794999999999991 0.11260500000000001 0.097135000000000013 0.15024000000000001 0.090585000000000013 -0.40274499999999996 0.092395000000000019 -0.24333999999999997 -0.49837999999999999 0.10433000000000002 0.11401500000000002 0.047345000000000005 0.10066500000000002 -0.053009999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 8 9 10 -8 12 -5 -13 -11 -12 17 18 -15 20 -3 -6 24 -24 25 -9 27 28 -26 -22
right_child=1 19 5 11 21 6 7 22 -10 14 15 13 -14 16 -16 -17 -18 -19 -20 -21 29 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0010991994620699378 -0.0006592517518853241 0.00098007117967045376 -0.0012410087282182665 -0.00075569966228460333 -0.001212130040416749 0.00089877602621527323 0.00042436066246224547 -0.0012186076445450745 -0.0011657638765623184 -0.0012029301983878297 -0.00062360875470195295 0.0011737224889735529 0.00028491442994883396 -0.00091596786377018641 0.00068975649739977027 0.00047506579691146801 -0.0011400000552052546 0.00048383463161414612 0.00038108270285299904 -0.0003368109788697331 -0.00097106431478397861 0.00085191228459386738 0.00024697974220972405 -0.0012115902729012862 0.00036336262156689902 0.0007435081144935373 -0.0008170853678976615 0.00094488196396685063 -0.0010571150523297169 0.00076404310818537749
leaf_weight=0.29823436364677025 0.18717837460280862 0.79142469599901211 0.18433770812407591 0.25773035819292989 0.042702097329311073 0.32618449695291918 0.27918779637548197 0.21613396066823054 0.39746727086094313 0.063423395524296211 1.8044627476447201 0.075983789400197899 1.2247884063035601 0.41883718933968339 0.34940731937240332 0.16846886626444768 0.37274922869983063 0.21491496122325771 0.15077105397358537 0.17528392700478423 0.11385992506984621 0.64901956454559728 0.19994571270945016 0.21525165096318222 0.5760452661852471 0.13482619196292944 0.14747350782272417 0.60632704268209636 0.13802585173834814 0.095191363419871777
leaf_count=484 32 215 46 43 6 34 49 51 541 56 714 7 227 162 144 45 121 57 20 12 21 248 18 214 114 11 57 43 94 24
internal_value=0 0.000136837 -0.000220724 -7.23554e-06 0.000429798 -0.000175607 -0.000140678 -0.000204694 -0.000400145 -0.000285955 -0.00041151 -0.000148672 0.000104008 -0.000452422 0.000398982 -0.000529793 -0.000559191 -0.000283232 -0.000572648 0.000577312 0.000737467 0.000724493 6.32314e-05 -0.00050919 0.000193902 -0.000464834 0.000351402 0.000481909 8.87924e-05 -0.000180984
internal_weight=0 4.77043 6.1052 3.59468 0.8789 5.80697 5.62263 5.29645 3.06242 2.66495 2.25212 2.71577 1.48252 1.23326 0.412831 1.97293 1.15727 0.784523 0.569608 1.17576 1.00048 0.691722 2.23403 0.415197 1.81883 0.35096 1.46787 1.3204 0.714071 0.209051
internal_count=3910 1195 2715 923 286 2231 2185 2151 1549 1008 808 637 270 367 200 759 360 239 182 272 260 254 602 232 370 62 308 251 208 45
is_linear=0
shrinkage=0.00119516


Tree=555
num_leaves=31
num_cat=0
split_feature=3 38 1455 123 453 1348 484 150 401 4 133 52 1374 48 160 42 123 150 133 15 457 52 52 133 2 51 15 150 42 42
split_gain=0.046887 0.0719748 0.0542089 0.0520992 0.050373 0.0575769 0.0761036 0.0822092 0.0529414 0.0494371 0.0459685 0.0705492 0.0492876 0.0902136 0.057082 0.0697745 0.073442 0.0585731 0.0780784 0.0527014 0.0855677 0.0776027 0.0523103 0.0671188 0.0598411 0.0490286 0.0583911 0.0479157 0.0463696 0.0461961
threshold=0.30601500000000009 0.13790500000000003 -1.0000000180025095e-35 -0.041524999999999992 0.091855000000000006 0.090050000000000005 -0.0043499999999999988 0.10139000000000002 0.10072000000000002 0.51697500000000007 -0.26719999999999994 -0.51745999999999992 -0.095439999999999983 0.095825000000000007 -0.098319999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 -0.22988499999999998 -0.031394999999999992 -0.031229999999999997 -0.0015249999999999997 0.11401500000000002 -0.15154999999999999 0.10681500000000001 -0.023524999999999997 0.083165000000000017 -0.068324999999999983 0.085425000000000015 0.092145000000000019 -0.082904999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -5 -8 -12 13 -13 17 29 19 -14 -19 20 -17 22 -21 24 -24 26 28 -26 -22 -16
right_child=1 -3 3 4 -6 -7 8 -9 -10 -11 11 12 14 -15 15 16 -18 18 -20 21 25 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0036586494135942625 0.002955297928337508 -0.003669454672837589 0.0032799045769908697 -0.0034341282063089806 -0.0029773767238742061 0.0034600285571570462 -0.0025659486908928227 0.0030871853063935257 -0.0036559260820901167 0.0036918239134140218 -0.0036555749555276691 -0.0037100413616506485 0.0021261138902014592 0.0010159661392940547 -0.00020738096371920539 -0.0016640341887946624 0.0032662169090264645 0.0020229238045077892 -0.0029576005564346817 -0.0019489905865586229 0.00098687737092066543 -0.0028740979660796615 -0.0033776433508159467 -0.0028266118707470562 0.001152960799354174 0.0031360713324598585 0.0031319734739370009 -0.0016179939727124935 -0.0019227720282024791 -0.0026841890590826281
leaf_weight=0.058004675904612557 0.13270134362574015 0.026153684360906482 0.059684572072001063 0.19830800294903372 0.082559629965544334 0.059709670946176518 0.089467243937179197 0.03476245712954551 0.052877251623613009 0.013877404213417321 0.066182242373543754 0.11743403637956484 0.056971470825374126 0.099313827347941697 0.4944682224695498 0.12870633423881372 0.13564065336322517 0.05245906377058418 0.208960365388977 0.12494440507726046 0.50516711929230951 0.11121961267417657 0.044893963415234661 0.074397912100721553 0.9985606727823233 0.19543648633043631 0.14778353215297235 0.090685258444864303 0.08528388204285875 0.12585341483100121
leaf_count=188 158 6 36 545 38 40 212 11 180 6 211 49 5 8 361 47 200 39 347 49 139 57 38 149 308 31 51 69 44 288
internal_value=0 0.00186461 -0.000152921 -0.000107282 -0.000153271 -9.92162e-05 -0.000149178 -0.00211569 -2.79753e-05 -0.00296807 2.05438e-05 8.04259e-05 0.000145525 -0.00154459 0.00024781 0.000391747 0.000650332 -0.00122734 -0.00195816 0.000508805 0.00112591 5.50091e-05 0.000299312 0.000531753 0.000752057 0.0015105 0.00108016 0.000922265 0.000566612 -0.000709886
internal_weight=0 0.158855 4.51361 4.45561 4.39592 4.31336 4.25365 0.246948 4.00671 0.212185 3.95383 3.86436 3.79818 0.216748 3.58143 3.26304 2.64272 0.318391 0.261419 2.50708 1.06238 1.4447 1.33348 1.20854 1.13414 0.933671 0.738235 1.08925 0.590451 0.620322
internal_count=3910 164 3746 3558 3522 3484 3444 562 2882 551 2702 2490 2279 57 2222 1831 1182 391 386 982 312 670 613 564 415 265 234 377 183 649
is_linear=0
shrinkage=0.00364992


Tree=556
num_leaves=31
num_cat=0
split_feature=39 3 483 4 453 1348 402 51 3 158 11 1213 475 1452 14 1429 484 42 1 130 52 133 403 457 2 15 1 52 51 49
split_gain=0.0446877 0.059718 0.0590274 0.0681211 0.0534937 0.0544354 0.0525192 0.0481153 0.0516618 0.0472888 0.0449647 0.0444545 0.0518222 0.0447791 0.0447682 0.0444479 0.0587248 0.0590208 0.0544591 0.0588868 0.0534896 0.0522236 0.0523794 0.0442878 0.0862846 0.0656212 0.0569167 0.0630588 0.0691064 0.0514374
threshold=0.005105000000000001 0.31335500000000011 0.083960000000000021 0.62104500000000018 0.091855000000000006 0.090050000000000005 0.084450000000000011 -0.40274499999999996 0.11265500000000002 0.11015500000000002 0.091445000000000012 -1.0000000180025095e-35 -0.086004999999999984 0.09086000000000001 0.078275000000000025 -1.0000000180025095e-35 0.085815000000000016 0.083425000000000013 0.12864500000000004 -0.10152499999999999 -0.42035499999999998 -0.26719999999999994 -0.16616499999999998 -0.0015249999999999997 0.1178 0.22941000000000003 0.11561500000000001 0.11401500000000002 0.090935000000000016 -0.14917999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 10 11 -9 12 -1 14 15 -13 18 -18 19 -17 -21 -22 -23 24 -24 26 27 29 -29 -25
right_child=6 -3 3 -5 -6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 16 17 -19 -20 20 21 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0037492251931577243 -0.00375208057302976 0.0029599194319113471 -0.0033619305852981185 0.0037584278661702557 -0.0037532169845256166 0.0035919774778680061 -0.0037486405025786841 0.0022179585193822619 -0.0011068180000802228 -0.0037422629438315543 -0.0030716508736644338 -0.0025717077814327938 -0.0032720316915200928 -0.003770172007628643 -0.0032426095098796416 -0.0037743005786698459 0.0028617419085659539 -0.0024124344918701086 0.001930138956631384 -0.0037386678735944184 -0.0037484786654303948 -0.0037368126053016425 -0.0030881944203795335 0.0029506273938923375 0.0026911317649108996 -0.0027409192960454513 0.0031155608306074616 -0.0037627606732030684 0.00056479761595662698 0.00034692283042871705
leaf_weight=0.016934226267039776 0.02664047097277944 0.080276143511582521 0.14687713285593407 0.02145556100003887 0.057899101137081632 0.053741915522550587 0.032351235087844543 0.41296065111055202 0.094952477964397985 0.051545804404213302 0.023674612457398325 0.087814793964302473 0.10841758413380631 0.044717564400343579 0.058636805755668209 0.061018274063831757 0.18073308274688304 0.035343885610018333 0.18758396070916195 0.054165680513511005 0.050581416838219151 0.049133171880846205 0.13903925522755134 0.11208591100149456 0.048566310724709183 0.09542536677326996 0.10405059398908623 0.10661757490743173 0.099298130381612282 1.8604176797166103
leaf_count=4 15 123 331 15 30 33 28 368 37 144 11 159 538 78 72 54 53 110 54 166 143 280 102 19 9 14 35 139 62 684
internal_value=0 -0.000226342 -0.000293089 -0.00245437 -0.000193788 -0.000136635 0.000875215 0.00114318 0.00138851 -0.000193047 0.00193115 -0.000140785 -0.0023235 -5.97216e-05 -9.90276e-06 4.80321e-05 0.000120283 0.00199904 -1.64953e-05 -0.000147828 -6.64561e-05 8.17497e-06 8.08493e-05 0.000153963 -0.00159207 0.000291718 0.000418506 0.000289683 -0.00167589 0.000494876
internal_weight=0 3.91238 3.8321 0.168333 3.66377 3.60587 0.590579 0.558228 0.531588 3.55213 0.436635 3.50058 0.125352 3.37523 3.33051 3.27188 3.18406 0.216077 2.96798 2.7804 2.71938 2.66522 2.61463 2.5655 0.187606 2.3779 2.28247 2.17842 0.205916 1.9725
internal_count=3910 3451 3328 346 2982 2952 459 431 416 2919 379 2775 542 2233 2155 2083 1924 163 1761 1707 1653 1487 1344 1064 111 953 939 904 201 703
is_linear=0
shrinkage=0.00373271


Tree=557
num_leaves=31
num_cat=0
split_feature=15 14 15 3 483 158 156 151 453 16 1211 1444 401 1374 128 1 42 4 13 148 129 0 4 0 49 151 130 41 1374 1
split_gain=0.0449825 0.0638132 0.0577467 0.0615858 0.0672231 0.0513486 0.0594014 0.0529955 0.0525346 0.0530455 0.0504338 0.0462449 0.0440581 0.0449715 0.0457597 0.0533527 0.0577718 0.0615102 0.0783302 0.0582871 0.0608336 0.0561243 0.0550341 0.0978967 0.0992049 0.0621225 0.0588808 0.058157 0.053017 0.0616846
threshold=-0.24219999999999997 -0.46879999999999994 -0.19153499999999998 0.31335500000000011 0.083960000000000021 0.084965000000000027 0.10477500000000002 0.087190000000000017 0.089075000000000015 -0.54165499999999989 1.0000000180025095e-35 -0.10662999999999999 0.10072000000000002 0.09309000000000002 0.11637500000000002 0.10871500000000002 0.091955000000000023 0.11205000000000001 0.41346500000000003 -0.084284999999999985 0.092070000000000013 0.18055000000000002 -0.49837999999999999 0.047345000000000005 -0.086904999999999996 0.087190000000000017 0.085970000000000005 0.078610000000000013 -0.095439999999999983 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 -2 4 5 6 8 11 9 -4 12 -7 13 14 15 16 19 18 -18 -11 21 22 -21 24 25 -24 27 28 29 -26
right_child=2 -3 3 -5 -6 7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0012228040413895689 -0.0027562469468030253 0.002286551899929992 0.0030823390549184438 0.003592127380959161 -0.0026912729539768738 0.003630773226958517 -0.0035995395050103358 0.0033602085859238801 -0.003275278433306582 -0.0036017170370462154 -0.0035943316934363761 -0.0028996230790963272 -0.0035897519823891912 -0.0032704745855672806 -0.003631471334771551 0.0011692809743964177 -0.0035860308990384331 0.0017235129060047395 0.003666585977647783 -0.002326252077951391 -0.003608166449555869 0.0032139267181151279 -0.003142822094148665 0.0027475297905708526 -0.0036475838827802858 0.00097016595486362062 -0.0035973642430110076 -0.0029899744957007802 0.00095941885285343704 0.0011396202215553976
leaf_weight=0.095366452049347572 0.10855572324589946 0.22060636716196302 0.077435176342989354 0.057030838273931184 0.13031264227811323 0.015122998967854073 0.056950416628296696 0.023096502263797447 0.058551541376800631 0.050383587975380784 0.047293562584854842 0.17731576256528558 0.040326755545720405 0.04781300250579068 0.038914558936084975 0.67967898516144476 0.15498806226969453 0.052645330157247372 0.021831309422850609 0.0998271831904326 0.050067952843164565 0.086723284301115089 0.17325291964335265 0.20481843969901103 0.07282927678534834 0.064853449728616397 0.044475759004853788 0.056118201566277892 1.2774607171909145 0.065870434162206948
leaf_count=55 100 262 62 66 338 2 158 8 32 44 208 305 166 38 49 216 295 16 1 86 115 21 62 38 40 25 188 35 872 7
internal_value=0 0.00122736 -0.000177144 -0.000105831 -0.000160341 -7.2124e-05 3.1786e-05 -0.00177062 9.14502e-05 0.000149299 8.10985e-05 -0.00238643 0.000134047 0.000180359 0.000232005 0.000279645 3.54488e-05 -0.00167786 -0.00269057 0.000210438 0.00029789 0.000389012 0.000270058 0.000402315 0.000128594 -0.00202256 0.000466291 0.000589049 0.000730875 -0.00137407
internal_weight=0 0.315973 4.03454 3.92599 3.86896 3.73865 3.52311 0.215535 3.46616 3.40761 3.33017 0.192439 3.28288 3.24255 3.19474 3.15582 2.47615 0.229465 0.176819 2.24668 2.1963 2.14623 2.05951 1.95968 1.75486 0.238106 1.51675 1.47228 1.41616 0.1387
internal_count=3910 317 3593 3493 3427 3089 2774 315 2616 2584 2522 307 2314 2148 2110 2061 1845 312 296 1533 1489 1374 1353 1267 1229 87 1142 954 919 47
is_linear=0
shrinkage=0.00358471


Tree=558
num_leaves=31
num_cat=0
split_feature=4 151 11 1426 2 403 1375 1 3 15 0 15 3 4 2 151 42 484 15 50 47 52 2 4 31 3 130 160 40 43
split_gain=0.319487 0.241243 0.214779 0.202617 0.202396 0.223014 0.197718 0.169424 0.281891 0.220605 0.206109 0.178152 0.178056 0.258146 0.170905 0.177187 0.184971 0.16798 0.161009 0.158201 0.184933 0.150362 0.145085 0.145054 0.139756 0.136668 0.136188 0.131195 0.163601 0.160429
threshold=0.27020000000000005 -0.27336999999999995 0.08184000000000001 -1.0000000180025095e-35 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085110000000000005 -0.013944999999999997 -0.074174999999999977 0.047345000000000005 -0.18057999999999996 0.24227500000000002 -0.030814999999999995 0.10362500000000001 -0.082164999999999988 -1.0000000180025095e-35 -0.0043499999999999988 -0.091274999999999981 0.11901000000000002 0.096475000000000019 0.10218500000000001 0.097940000000000013 -0.49837999999999999 -1.0000000180025095e-35 -0.15327499999999997 0.086635000000000004 -0.092169999999999988 0.057150000000000006 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 -9 11 14 -10 13 -11 15 -6 -17 -8 -18 20 26 -20 -13 -12 -19 -26 -5 28 -27 -29
right_child=1 3 -4 19 7 6 17 8 9 12 23 22 -14 -15 -16 16 18 24 21 -21 -22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=-0.0011219246255169508 -0.0010940735254246592 -0.0013545576229017186 -0.0010771484211971993 0.0011235844014028642 -0.0012719182074582226 -0.0012396636469723036 -0.0011624884456585341 0.0011506815461759929 -0.00078151818042465713 -0.001211233265531215 -0.00038887310240227121 0.00022839658439903271 0.00080796770887895991 4.7309637017974716e-05 -0.0012124429977218955 -0.0012482474608144769 -0.001269028453966163 0.0011493449543894046 0.00051363480113650935 -0.00046699000397486473 3.5191860363102501e-05 -0.0012477498815264569 0.001189537562438964 0.00054577299895240358 0.00080390596177251606 -0.0012538658821194956 -0.00052232917792605462 -2.6818165729022868e-05 0.0012297812750134238 -0.00091581479880675797
leaf_weight=0.48380697726315336 0.15896356053417537 0.086411453667096461 0.38855221320409405 1.0216500266396913 0.22157604352105398 0.28230975097539701 0.24520416640734399 0.4443260406260382 0.15338569902814925 0.44769679065211698 0.39248129246698227 0.54145592497661754 0.18993599113309767 0.57644406671170056 0.36735783465701377 0.17051952623296507 0.10839581002801402 0.13339403145073125 0.76279873577004831 0.19214903167448949 0.4273311290598939 0.083097537280991673 0.44028639097814448 0.74230520642595343 0.22058963592280445 0.30724270013160948 0.084128505986882263 2.8389173135729067 0.047323101956862956 0.35286957846255962
leaf_count=658 20 4 160 364 62 102 282 79 19 82 31 22 36 34 300 185 53 54 159 16 47 120 75 55 20 175 21 505 3 167
internal_value=0 0.000374655 -0.000169231 0.000503527 -0.000135805 -0.000320361 -0.000232779 2.48599e-05 0.000242445 7.06615e-05 -0.000188523 0.000464732 -0.000297783 -0.000502855 -0.000460698 -0.000255587 -5.53807e-05 -0.00016421 0.000157769 0.000596591 0.000729893 0.000340603 0.000659444 0.000222513 -0.000101451 -0.000145744 0.000998362 -0.000204814 -0.000922379 -0.000125102
internal_weight=0 1.97063 10.9423 1.81167 10.5537 4.91166 4.42785 5.64206 2.79353 2.3492 2.84853 1.13513 1.21408 1.02414 1.71375 1.34639 1.12481 4.14554 0.954292 1.72526 1.53311 0.845896 0.981742 1.13479 3.90034 3.76694 1.10578 3.54635 0.354566 3.19179
internal_count=3910 472 3438 452 3278 1966 1308 1312 347 268 965 116 152 116 879 579 517 1206 332 448 432 279 97 86 924 870 385 850 178 672
is_linear=0
shrinkage=0.00124344


Tree=559
num_leaves=31
num_cat=0
split_feature=150 1455 1374 1 12 1373 131 158 150 48 1213 475 4 11 1213 151 159 50 43 52 13 13 4 4 15 42 3 51 130 159
split_gain=0.0419627 0.0552257 0.0536246 0.0625414 0.0838633 0.0601965 0.068037 0.0624324 0.0562718 0.054777 0.0496762 0.0527693 0.0489296 0.0415918 0.0433316 0.0465702 0.0513162 0.0509037 0.0502678 0.0782165 0.0827159 0.086346 0.0705542 0.0537104 0.0692366 0.0534291 0.0590081 0.052613 0.0581343 0.0463422
threshold=0.082085000000000019 1.0000000180025095e-35 -0.094679999999999986 0.085835000000000009 0.085185000000000025 0.10700000000000003 0.092255000000000018 0.090625000000000025 0.12118000000000001 0.086065000000000016 -1.0000000180025095e-35 -0.086004999999999984 0.51224500000000017 0.088315000000000018 0.041025000000000006 -0.03268999999999999 -0.034019999999999988 0.099470000000000017 -0.074254999999999988 0.11401500000000002 -0.10023999999999998 -0.0041499999999999983 -0.23071499999999998 -0.082954999999999987 0.082225000000000006 -0.10770999999999999 -0.075954999999999981 -1.0000000180025095e-35 -0.23515499999999998 -0.026594999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 -4 6 7 -5 -2 -6 11 -1 13 14 15 29 -17 18 25 20 -20 -22 -23 -24 -25 -18 27 -27 -29 -12
right_child=2 -3 3 5 9 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 16 17 -19 19 -21 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.003964937575907124 -0.0039428917751730911 -0.0039591249319824847 -0.0036361195011697964 0.0030995252014613052 -0.0022797556542940591 -0.0033083330169958115 -0.0030887517494065974 -0.0022598788172146522 0.00039220433160847354 0.0029511261398635735 0.0028037679823655734 -0.0039568836521837146 0.0033214074028016746 -0.0023631493774083469 -0.0030452993230196562 -0.0017835616569801202 -0.0018161011740462966 0.0029005453356063466 0.0013878506867098543 -0.0039865313533228221 -0.0033951576214918304 -0.0026352033741361227 0.0028139156780009806 0.00058238158319729079 -0.0033567315430744408 -0.0034146592085517085 0.0029081036325302985 -0.0040121940936942123 0.0012541932327405211 -0.0021440435403982609
leaf_weight=0.01525453245267272 0.07237854291088297 0.062830951982505101 0.08684225718025107 0.41315459843099234 0.045879358211095678 0.032425014127511531 0.034577676509798039 0.036929919515387155 0.13162752899370389 0.097734047347330488 0.033524987407872686 0.093481749218882082 0.062764826869169954 0.13275976994191285 0.076086055263658525 0.19983534345920206 0.10127667974302312 0.11186439812672677 0.41465914144282834 0.084506986459018552 0.15812305239797098 0.14448167903901776 0.11905212528654374 0.36524663889666709 0.085972515502362512 0.047825324408222514 0.23230386993236951 0.034983444773388328 0.49885029480537924 0.24736164811111194
leaf_count=4 39 268 75 260 43 14 28 15 23 16 28 550 156 111 315 329 56 121 121 44 299 93 30 109 47 114 112 10 256 224
internal_value=0 -0.000291808 0.000648793 0.00113855 -0.000572505 0.00190113 0.00224966 0.00265978 -0.00114583 0.00128005 -0.000221131 -0.00284554 -0.000130581 -0.000200727 -0.000103607 -2.58879e-05 0.00013921 0.000299366 0.00017215 -0.000306016 -6.44467e-05 -0.00075436 -0.000170142 0.000454396 -0.000168153 0.000888972 0.00122555 0.000553567 0.000909074 -0.0015535
internal_weight=0 3.32305 0.951549 0.747543 0.230456 0.517087 0.484662 0.450085 0.204006 0.143613 3.26022 0.108736 3.15148 3.08871 2.95595 2.87987 2.59898 2.39915 2.28728 1.37204 1.28754 0.872876 0.714753 0.570271 0.451219 0.91524 0.813963 0.581659 0.533834 0.280887
internal_count=3910 3397 513 451 134 317 303 275 62 59 3129 554 2575 2419 2308 1993 1741 1412 1291 743 699 578 279 186 156 548 492 380 266 252
is_linear=0
shrinkage=0.00394921


Tree=560
num_leaves=31
num_cat=0
split_feature=1 47 3 3 52 50 156 11 15 0 47 48 128 1373 151 1212 16 1 15 50 51 13 13 124 15 132 0 474 133 4
split_gain=0.275518 0.196518 0.173277 0.200713 0.148056 0.16868 0.117833 0.114244 0.126526 0.138173 0.108193 0.105786 0.119955 0.120261 0.111524 0.0997357 0.0964318 0.188787 0.11145 0.096039 0.101385 0.0983737 0.143063 0.0949085 0.0907456 0.0886069 0.0875615 0.0867003 0.115518 0.130671
threshold=0.10113500000000002 0.087850000000000025 -0.115685 -0.055684999999999991 -0.24456499999999998 0.11843500000000001 0.11896500000000002 0.08184000000000001 0.079360000000000014 0.10302000000000001 0.077735000000000012 -0.088799999999999976 0.086435000000000012 -1.0000000180025095e-35 -0.40391999999999995 -0.5172699999999999 -0.064504999999999993 0.13501500000000002 -0.064869999999999983 0.087260000000000018 -0.097124999999999989 -0.5337599999999999 -0.45122499999999993 -0.52484999999999993 -1.0000000180025095e-35 0.080815000000000012 0.10302000000000001 0.085435000000000025 -0.0023199999999999996 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 7 15 24 6 11 8 25 -10 19 -6 13 -13 -15 -4 17 -3 -18 20 -5 -22 -23 -16 -2 26 -1 28 -24 -30
right_child=1 16 3 10 5 -7 -8 -9 9 -11 -12 12 -14 14 23 -17 18 -19 -20 -21 21 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00065397776267639603 0.00067287039501636716 -0.00017765837802523186 0.0009047727240501101 -0.00098855044606658182 -0.00033879694728435771 -0.00079780101793470082 -0.00060266717346310562 -0.00088585481517476346 -0.0013065882979397369 0.0010891228383337671 -0.00079868721554792648 -0.0004934866552083598 -0.00045517028310378767 -0.00047699179752256206 -0.001306157914858752 -0.0006893996496225652 -0.0011464459377072177 0.00132763902192991 -5.4536174451946217e-05 -0.0010702727762253853 -0.00098466180028665765 0.0012073639969419035 -0.0012105489674190647 0.0010955943398435026 -0.0011369435273283362 0.0012569107758563769 -0.00033089300465398945 0.0010377849864755945 -0.00020103881215042144 0.00059835093066510693
leaf_weight=0.43178980224911334 0.066484307637438178 0.75646018770930823 0.067751660622889509 0.1479996729467542 0.15136185506708066 0.15049465473566659 0.12375757173867885 0.14504414731345594 0.13791114739433397 0.056920423812698573 0.33976646864903148 0.10045195237035098 0.12110982346348453 0.084661279222928765 0.028070612810553786 2.1479098509662435 0.28935862221987918 0.17094876812188886 0.34058128073229432 0.13683845097693836 0.12685155984945762 0.20723684877157378 0.12473068025792766 1.4458633468602742 0.15323660739522926 0.21984104896546341 0.23239227556041442 0.14257841055950837 0.95452417191699568 0.53350560668332037
leaf_count=66 6 97 32 73 26 34 16 67 68 5 72 6 19 15 3 2168 82 24 46 43 11 10 60 525 88 29 19 18 123 59
internal_value=0 0.000193123 -0.000243577 -0.000351744 0.000423386 0.000524263 0.000621069 0.000192105 0.000337028 -0.000606677 -0.000115887 0.000699478 0.000787759 0.000878493 0.000966917 -0.000640652 -0.0001655 9.98122e-05 -0.000556098 -1.81761e-05 4.61689e-05 0.000119461 0.000190826 0.00104985 -0.000589321 0.000545013 0.000309379 7.08127e-05 -1.46739e-05 8.55676e-05
internal_weight=0 3.98284 6.15359 4.92969 2.42549 2.20577 2.05528 1.2239 1.07885 0.194832 2.71403 1.93152 1.78016 1.65905 1.5586 2.21566 1.55735 0.927409 0.62994 2.37427 2.23743 2.08943 1.96258 1.47393 0.219721 0.884023 0.664182 1.75534 1.61276 1.48803
internal_count=3910 987 2923 2669 738 644 610 254 187 73 469 594 568 549 543 2200 249 121 128 397 354 281 270 528 94 114 85 260 242 182
is_linear=0
shrinkage=0.00129368


Tree=561
num_leaves=31
num_cat=0
split_feature=4 11 453 1456 403 480 52 1213 133 475 14 132 13 48 3 13 133 159 403 39 4 48 15 160 52 131 1429 15 160 48
split_gain=0.240598 0.219465 0.201927 0.182962 0.190229 0.19357 0.184954 0.165753 0.164188 0.159582 0.124263 0.123615 0.189905 0.204706 0.251268 0.188857 0.159682 0.165177 0.17103 0.164915 0.155745 0.188295 0.147898 0.141016 0.20028 0.185157 0.189898 0.127812 0.121119 0.115358
threshold=0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.092224999999999988 0.08456000000000001 -0.42985499999999993 -1.0000000180025095e-35 -0.26719999999999994 -0.085719999999999977 -0.46879999999999994 0.080815000000000012 -0.094679999999999986 0.016865000000000002 0.0048550000000000008 -0.080814999999999984 0.084285000000000013 0.09141500000000001 0.088015000000000024 0.08512500000000002 0.0057500000000000008 0.086285000000000014 -0.14097499999999996 -0.217635 0.071660000000000015 0.097135000000000013 0.084920000000000009 -0.14676499999999995 0.091575000000000017 0.11379500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 -8 -2 12 22 16 27 -13 17 18 23 -18 21 -16 -10 -14 25 26 -25 -15 -24 -12
right_child=2 -3 -4 4 5 -7 7 8 11 -11 29 15 13 14 20 -17 19 -19 -20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00091186087644027605 -0.00021076086194695261 -0.0010863547537135168 -0.00093858867472792508 -0.0010418581911518588 -0.00099495586998384197 -0.0012567623664760774 0.0012645498926906543 -0.0012615306061855521 -0.00072686385825211327 -0.00115441012604346 0.00092595281868966225 -0.00087170852415807036 -0.0010085763754578876 -0.00061931193951092174 0.00038601754918939622 0.00091931996672537796 -0.0012244465607254233 -0.0011889532252448093 -0.0012676433574970928 0.00059455119413453898 0.00038681693352834686 -0.00096319441221392652 0.00072645268908232499 -0.0003870102060536742 0.00069592514021682916 0.0010718797750859052 0.0011783656626435221 0.00091475484152794405 -0.00041990810191585339 -9.460303065694908e-07
leaf_weight=0.41288768274898302 0.28356994448404282 0.36462636394571823 0.16199283360037942 0.29857221364727315 0.28169562193942965 0.19548059340741097 0.049590494483709335 0.14154411024355251 0.14975495342514467 0.29826376608251859 0.89992807802627861 0.11052346247015521 0.18904330377699441 0.094707325471972692 0.24625626881606855 0.54159378695476323 0.41830964861583186 0.21404130817973044 0.16883525442244707 0.095438006159383804 0.54958671960048378 0.467296032467857 1.1476624235365251 1.4119981129915973 0.66157610786467547 0.18404573173029337 0.13213221071055148 0.79941193735430738 0.16426239628344763 0.27280391156091355
leaf_count=359 56 160 23 436 211 205 4 157 16 454 354 38 54 54 10 80 268 85 62 20 27 50 146 216 103 13 15 177 18 39
internal_value=0 -0.000135853 0.000383875 -9.90793e-05 -6.18399e-05 -2.82573e-05 -6.28071e-08 3.3966e-05 7.11647e-05 -0.00080956 0.00053098 9.55158e-05 4.76939e-05 -5.63744e-05 0.000245758 0.000615769 -0.000243914 -0.000132441 -5.01388e-05 -0.000886535 -0.000112773 -0.000497564 0.000448727 2.9572e-05 0.000111696 -0.000111958 -0.00025306 0.000752263 0.00058292 0.000710335
internal_weight=0 9.78914 1.61829 9.42451 9.01162 8.71305 8.51757 8.23587 7.88802 0.347854 1.4563 7.74647 7.09436 5.63268 2.15726 0.652117 3.47542 2.96167 2.74763 0.513748 1.26314 0.713552 1.46168 2.5788 2.38975 1.72818 1.54413 0.894119 1.31192 1.17273
internal_count=3910 3438 472 3278 2919 2483 2278 2067 1609 458 449 1452 1334 1154 318 118 836 548 463 288 87 60 180 401 347 244 231 231 164 393
is_linear=0
shrinkage=0.00124864


Tree=562
num_leaves=31
num_cat=0
split_feature=1 52 0 48 51 2 48 14 0 41 123 43 160 13 150 1374 50 158 42 129 3 13 4 9 52 0 0 4 52 0
split_gain=0.0435512 0.0496337 0.0561612 0.0446503 0.062362 0.0556644 0.0646258 0.0635871 0.0618748 0.0459542 0.0515829 0.0428256 0.0465662 0.045757 0.0419877 0.056889 0.0555179 0.0519779 0.0501952 0.0533951 0.0682737 0.050435 0.0597519 0.0477185 0.0435115 0.0529188 0.0887464 0.06344 0.0852712 0.058805
threshold=0.10113500000000002 -0.42985499999999993 -1.0000000180025095e-35 0.12675000000000003 0.12900500000000004 0.10274500000000002 -0.086624999999999994 -0.23083499999999998 -0.13506999999999997 0.081670000000000006 0.10400500000000001 -0.4045149999999999 -0.217635 -0.082709999999999992 0.11717500000000002 -0.094679999999999986 0.10119500000000002 0.084965000000000027 0.091955000000000023 0.090885000000000007 -0.15327499999999997 0.41346500000000003 0.11205000000000001 0.083710000000000021 0.11401500000000002 -0.07773999999999999 -0.082994999999999985 -0.49837999999999999 0.10433000000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 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 9 -7 8 -8 10 11 -3 -13 -14 15 -1 17 18 19 20 -17 22 -20 24 25 26 29 28 -27 -22
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 21 -21 23 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0030177069755511817 -0.0031305481525985609 -0.0031426833630428487 0.0027425199903369311 -0.0024226559384229059 0.00059574479601954677 -0.0018517207873409412 -0.0015339195821217452 0.002328029337964793 0.0021821116844407407 -0.0031175389169076154 -0.0029485373050690922 -0.0028623853513838936 0.0025951250912034942 0.00031568156647260884 0.0019635778035443537 0.0020292684194480179 -0.0031299014502054342 -0.0020269721146244863 -0.0031166489581493759 -0.0031399288924960455 -0.00025642995518238872 0.0031894595539685815 0.00052105467176661896 -0.0029279599637550414 -0.0018562184496372057 -0.0031132405810301569 -0.0028300774385184649 0.0015845697876524175 0.0031724192986910121 0.0016412835652316366
leaf_weight=0.077172538480227426 0.039149662099589366 0.03106942999875173 0.096147743568508193 0.1303183494019321 0.13694416737416759 0.060217161684704146 0.10295085661346093 0.35440198383548771 0.075966635842632635 0.046397243233514018 0.048858321559237083 0.034351990132563515 0.11634190987206239 0.32843959282035917 0.077039214325850369 0.16859841771656858 0.065635938966806751 0.14587933112579765 0.14012165415169864 0.050034405950100225 0.88941567433721647 0.020294008776545525 0.064246639005432371 0.05442678736289952 0.11074520818419831 0.069342505765234819 0.11258831058876229 0.39544093594122198 0.030234731733798981 0.19404716610551997
leaf_count=40 115 9 133 43 50 22 22 252 75 8 10 37 59 152 62 74 352 280 394 143 711 1 22 45 142 67 302 203 2 83
internal_value=0 0.000342995 0.000430032 0.000278394 -0.00087604 0.000535724 0.00121543 0.00156174 4.38713e-05 -0.000130598 0.000117292 0.000410884 0.000641315 0.000911918 -0.000308684 -0.000376319 -0.000295141 -0.000219054 -0.000104363 4.7483e-05 0.000126245 -0.00150674 -0.00197308 -4.66026e-05 4.04336e-05 0.000164642 -0.000190811 0.00102348 -0.00120472 8.34487e-05
internal_weight=0 1.60156 1.56241 1.46626 0.267263 1.199 0.593537 0.533319 0.178917 0.605458 0.559061 0.510203 0.479133 0.444782 2.66526 2.58822 2.51105 2.44542 2.29954 2.07487 2.02484 0.224662 0.204368 1.85624 1.80181 1.69107 1.19605 0.495018 0.0995772 1.08346
internal_count=3910 987 872 739 93 646 371 349 97 275 267 257 248 211 2923 2861 2821 2469 2189 1772 1629 417 416 1555 1510 1368 1096 272 69 794
is_linear=0
shrinkage=0.00312336


Tree=563
num_leaves=31
num_cat=0
split_feature=39 3 1 150 4 160 484 51 1374 4 160 0 403 4 1 49 52 474 160 403 133 403 151 9 0 1212 1373 122 124 0
split_gain=0.254846 0.250705 0.195694 0.167866 0.181774 0.17474 0.16718 0.162598 0.150683 0.159352 0.206173 0.141656 0.137386 0.166424 0.129056 0.128636 0.131969 0.142382 0.1322 0.218596 0.207021 0.19041 0.219478 0.229358 0.237982 0.132892 0.118986 0.11069 0.161025 0.108964
threshold=0.005105000000000001 0.31335500000000011 0.088010000000000019 0.081245000000000026 0.27223000000000003 0.069910000000000014 -0.0043499999999999988 -0.40274499999999996 -0.094679999999999986 0.0057500000000000008 0.087825000000000014 0.024745000000000003 -1.0000000180025095e-35 -0.15796999999999997 0.11831500000000002 -0.00064499999999999985 -0.42985499999999993 0.084835000000000008 -1.0000000180025095e-35 0.07955000000000001 -0.090054999999999982 0.087440000000000004 -1.0000000180025095e-35 0.083710000000000021 0.076335000000000014 -0.5172699999999999 0.089075000000000001 0.089350000000000013 -0.087894999999999987 -0.093514999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 14 -1 -4 -7 10 -10 -2 13 -8 -5 26 -17 18 19 -18 25 22 -22 24 -24 -20 -14 28 -9 -19
right_child=2 -3 7 4 -6 8 12 27 9 -11 -12 -13 15 -15 -16 16 17 29 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001347187971713933 -0.0012921952488050459 0.0011834300953124353 -0.0014787850064200284 -0.001048938095249203 0.0011628398005185633 -0.00070144691798779699 0.00082708422943563364 -0.00018410683091700872 0.00084727967143129895 0.0012539779865499219 -0.00089626400546330648 0.00035744361393944847 -0.0010351384628872302 -0.0013059421426758527 0.0011684483213403722 -0.0012922855475129879 -0.0012917477147842791 0.0013397406418694459 0.0010340733419416939 0.00050766288502156903 -0.0013782061980399088 -0.001307476837565933 0.00043162657727792469 -0.0011546217577298923 -0.00064012294208975313 -0.0013526736130416519 0.00042938805423048122 -0.00063986521149300799 0.0012232674491627921 -0.0003402819431207711
leaf_weight=0.58725879474877274 0.27651541191153306 0.19058963612769808 0.081379676645155885 0.64771854365972226 0.20486778620397661 0.39491078979335725 0.086356745450757444 0.23628722989815276 0.27597591443918623 0.29514719534199685 0.30091476195957512 0.18401285214349627 1.154386834925387 0.76906888524535588 0.060955023800488561 0.31302100697939472 0.6650383562082397 0.18700121098663658 0.055143806239357218 0.18265295151650207 0.24008242425042992 0.27269278992753232 2.0877417144001984 0.29205207334598515 0.5571020584902725 0.48513020689278841 0.13112275721505273 0.12156252469867468 0.63975709996884689 0.14585443442774693
leaf_count=556 74 123 10 192 62 16 11 53 20 15 27 17 179 791 16 257 301 17 22 39 31 118 222 62 31 266 10 12 293 67
internal_value=0 -0.000472388 0.000162017 -0.000502756 -0.000143425 -0.000278882 -0.00059817 0.000501364 4.51706e-05 0.000383284 -6.21787e-05 -0.000633051 -0.000540479 -0.00109061 -0.000858214 -0.000470957 -0.000373714 -0.000318104 -0.00038152 -0.000904027 -0.00027051 -0.000139179 -3.88992e-05 7.05852e-05 0.000205876 -0.00110907 -0.000885756 0.000662895 0.00084367 0.000603569
internal_weight=0 10.5828 1.53951 10.3922 2.18049 1.97562 8.21171 1.07899 1.26695 0.872038 0.576891 0.460528 7.62445 0.855426 0.708674 6.76902 5.48351 5.17049 4.83764 0.847691 3.98995 3.44967 3.17698 2.9369 2.64484 0.540274 1.28551 0.997607 0.876044 0.332856
internal_count=3910 3451 459 3328 348 286 2980 368 78 62 47 91 2424 802 208 1622 1433 1176 1092 340 752 464 346 315 253 288 189 358 346 84
is_linear=0
shrinkage=0.00145689


Tree=564
num_leaves=31
num_cat=0
split_feature=39 3 483 4 1 0 122 453 1348 51 124 484 150 14 48 0 1 52 51 4 0 150 13 3 9 15 48 3 4 0
split_gain=0.0471124 0.0509522 0.0531463 0.0535369 0.0490117 0.0524833 0.0481374 0.0454107 0.0472996 0.0447278 0.0480923 0.0442675 0.0789516 0.0444877 0.0447889 0.0592504 0.116668 0.060905 0.0745598 0.0571782 0.101123 0.108331 0.0704089 0.0748537 0.0686029 0.0538866 0.0519063 0.0545501 0.0802925 0.0655995
threshold=0.005105000000000001 0.31335500000000011 0.083960000000000021 0.62104500000000018 0.088010000000000019 0.024745000000000003 0.11355000000000003 0.091855000000000006 0.090260000000000021 -0.40274499999999996 -0.087894999999999987 -0.0043499999999999988 0.10117000000000001 0.077685000000000018 0.12649500000000002 -0.13027499999999997 1.0000000180025095e-35 0.11401500000000002 0.11178000000000002 0.11205000000000001 -0.084304999999999977 0.085200000000000012 -0.091849999999999987 -0.074234999999999982 -0.016839999999999997 -0.085919999999999982 0.082070000000000018 -0.075679999999999983 -0.083329999999999987 -0.029849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -6 -11 12 -1 14 15 16 -13 19 -19 20 21 24 -22 26 -17 -18 27 28 -24 -30
right_child=4 -3 3 -5 6 -7 -8 -9 -10 10 -12 13 -14 -15 -16 17 25 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0031384794035207598 -0.0024663671888419244 0.0024243490349949584 -0.002737732376865427 0.0031373814490208451 -0.0031370353966684562 0.0011985096910383727 -0.0031503464071653275 -0.0031352951015112813 0.0030303071841960958 -0.00016371020353189909 0.0025065196063660065 -0.0021168241842268918 0.0027678773522587749 -0.0027051681396039751 -0.0016285641478426631 0.0031786947882102177 0.00055945812589316111 -0.0031410136438253969 0.0012602553947787503 0.00092751319614341101 0.0016665845625819511 0.0014509850844235943 0.00021952120392504973 -0.0023210315225055973 -0.0031360267096302939 0.0023099864009832535 0.0019777469785738182 0.0027191803050872726 -0.0031256607856173266 0.002262066471175318
leaf_weight=0.10729965020846277 0.080194266553007654 0.070465433098433894 0.13324697276721043 0.01703650441049831 0.018349215693888254 0.072420524964400101 0.021845807670615613 0.049751259610275045 0.045445028888934647 0.086727733461884782 0.27076812918130599 0.12085510473844152 0.02773871632234659 0.062635125595988828 0.16555667385364348 0.017909877002239227 0.47608884328656131 0.13691795249451377 0.051615975566619454 0.42824724812453485 0.22169710581238478 0.077169202999357367 0.40826390256097755 0.14854838116024427 0.25979854612797026 0.26747044602234382 0.12074065896740649 0.054902052415400249 0.1468901387379471 0.025887516443615199
leaf_count=358 74 123 331 15 8 17 4 30 30 54 302 36 8 87 47 1 101 277 79 134 46 76 324 184 525 69 32 20 509 9
internal_value=0 -0.000203521 -0.000255366 -0.00207172 0.000776135 -0.000727268 0.00135307 -0.000175584 -0.000131912 0.00161483 0.00185873 -0.000175116 -0.00192523 -0.000101058 -4.89224e-05 3.93394e-05 0.000726938 -0.000243884 -0.00193605 -7.6857e-05 -0.000367123 -0.00181988 9.03585e-05 -0.000295669 -0.00272878 0.00118915 0.00010194 -0.000254202 -0.000535154 -0.00231841
internal_weight=0 3.64218 3.57171 0.150283 0.550306 0.152615 0.397691 3.42143 3.37168 0.375845 0.357496 3.32623 0.135038 3.19119 3.12856 2.963 0.864414 2.09859 0.188534 1.91005 1.48181 0.354878 1.12693 0.905233 0.277708 0.743559 0.756684 0.635944 0.581042 0.172778
internal_count=3910 3451 3328 346 459 91 368 2982 2952 364 356 2922 366 2556 2469 2422 206 2216 356 1860 1726 602 1124 1078 526 170 894 862 842 518
is_linear=0
shrinkage=0.00312071


Tree=565
num_leaves=31
num_cat=0
split_feature=4 11 151 403 0 39 13 132 159 43 51 3 483 0 50 133 156 47 474 0 0 15 15 42 13 13 130 1 13 1348
split_gain=0.267684 0.244759 0.208822 0.170322 0.175167 0.173976 0.16605 0.180654 0.177279 0.178055 0.152703 0.163081 0.150981 0.14873 0.147699 0.137258 0.139976 0.131222 0.183178 0.126866 0.191549 0.11929 0.158702 0.174939 0.141122 0.126788 0.117684 0.113329 0.110796 0.103173
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.048950000000000007 0.005105000000000001 -0.10023999999999998 0.080815000000000012 0.09141500000000001 0.098320000000000005 -0.40274499999999996 0.11265500000000002 0.083960000000000021 -0.13027499999999997 0.11901000000000002 0.089845000000000022 0.091280000000000014 0.096475000000000019 -1.0000000180025095e-35 -0.07773999999999999 -0.11077499999999998 -0.11739999999999999 -0.106555 -0.090359999999999982 0.0015650000000000002 0.16421000000000002 0.086635000000000004 0.099115000000000023 -0.091849999999999987 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 3 -2 4 13 6 -5 8 9 12 -7 27 15 -1 17 16 21 18 -4 20 -9 -8 -23 -24 29 -26 -20 -12 -17 -25
right_child=2 -3 14 5 -6 10 7 19 -10 -11 11 -13 -14 -15 -16 28 -18 -19 26 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00042776897972754619 -0.0010881520523300771 -0.0011140612561916954 -0.0012954357238697033 0.00026705674303256489 0.00084837895211032461 -0.0012348213530199296 -0.00088400536224950046 0.0012308168030448537 -0.0012153476543383549 -0.0012391858258882927 0.00027823817015356424 -0.0006877683914416257 -0.0012283466798747853 -0.0011205182993762758 -0.00051845241925816202 0.0010685736648457411 -0.0011054680301950132 -1.1938998025699984e-05 0.0011052404781542841 0.00084761533083764539 -0.0012300463719849338 0.0010160201200910387 -0.0011165615253140569 -0.00015151067142696537 0.00084883796478789277 -0.00024702982522697986 -0.00050990660717711975 0.0011151322786815134 -0.0012324387157720998 0.0011146704564189589
leaf_weight=0.10950876257265918 0.13420767191564653 0.38108347252273311 0.05548041686415639 1.2522008213272755 0.10022642923286185 0.082845126249594503 0.23861975689214432 0.073358350433409214 0.29007440605346335 0.2506693455907224 0.51966383215039946 0.15331714530475438 0.19851660148560757 0.58346430913297531 0.18705973448231805 0.035386200353968889 0.19363304948637949 0.34539465312263917 0.88519294043362706 0.37586127770191513 0.13085624594532419 0.2174871576862597 0.21741568222205154 2.8496147159894596 0.48469606030994317 0.23199376443517394 0.072535383864305913 0.4475691196275875 0.25664847630105203 0.09895769046852354
leaf_count=29 20 160 1 194 10 15 46 12 218 153 76 16 217 849 19 10 97 47 364 66 72 12 99 654 53 17 21 137 214 12
internal_value=0 -0.000156318 0.000370475 -0.00011746 -0.000657978 -6.76027e-05 -0.000137545 -0.00022001 -0.000287508 -0.000236472 0.000362261 0.000480338 -0.000186432 -0.000875846 0.000497125 -0.00014356 -9.13653e-05 0.000636955 0.000858158 0.000427388 -0.00034605 -4.61075e-05 2.65613e-06 -5.41072e-05 8.91538e-06 0.000494104 0.000982914 0.000665495 -0.000953622 -0.000109016
internal_weight=0 9.77367 1.67987 9.39258 0.7932 8.59938 7.39599 6.14379 5.56371 5.27364 1.2034 1.12055 5.02297 0.692973 1.54566 4.82445 4.53242 1.3586 1.01321 0.580076 0.204215 4.33878 4.10017 3.88268 3.66526 0.71669 0.957728 0.967233 0.292035 2.94857
internal_count=3910 3438 472 3278 888 2390 2146 1952 1802 1584 244 229 1431 878 452 1214 990 433 386 150 84 893 847 835 736 70 385 213 224 666
is_linear=0
shrinkage=0.00121906


Tree=566
num_leaves=31
num_cat=0
split_feature=123 1 375 50 15 158 155 15 13 403 483 51 13 43 151 132 1365 151 13 13 133 4 0 52 3 0 452 47 43 4
split_gain=0.22139 0.200664 0.191756 0.187085 0.177994 0.204109 0.163536 0.161875 0.185155 0.21053 0.146534 0.141072 0.137784 0.131076 0.128377 0.117772 0.115775 0.112712 0.106207 0.165471 0.104576 0.101719 0.138207 0.13523 0.12322 0.0991108 0.0988678 0.0939093 0.131229 0.111554
threshold=1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 0.10625000000000001 -0.26361999999999991 0.085745000000000002 0.088680000000000023 -0.19153499999999998 -0.094679999999999986 -1.0000000180025095e-35 0.088030000000000011 -0.40274499999999996 -0.084184999999999996 0.098320000000000005 -0.086424999999999988 0.084305000000000005 0.084525000000000017 -0.083274999999999988 -0.083514999999999992 -0.077944999999999987 -0.10260499999999999 -0.44477499999999992 -0.070894999999999986 -0.23815499999999998 -0.069414999999999991 0.076335000000000014 0.085195000000000007 0.09252500000000001 -0.26007999999999992 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 14 12 -3 25 16 -10 17 18 -9 -14 -20 -21 -22 23 -23 -24 -11 -7 28 -25 -30
right_child=2 11 -4 -5 5 26 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 19 20 21 22 24 27 -26 -27 -28 -29 29 -31
leaf_value=0.00068276893686027528 -0.0013139449893943675 -0.0013041760728796975 0.00070071481422700403 -0.00098819172438901278 -0.0011013888052504601 -0.0012263772355983406 -0.0012990785914229598 -0.00052154856707803366 0.0011265709299911829 -0.0010921417118565434 -0.0013061327235991734 0.0010266427692134656 0.00095177342964607745 -0.0010684844707579369 -0.0011785368033216395 -0.00078556398768337213 -0.0011785886279721016 0.00061811921414374276 -0.0011066401635015399 -0.0013025799421660898 -0.0006165931960018014 -0.00098556144764034973 0.00091017097701131828 -0.0013252987441131506 -0.00039337600194449071 0.0013360609464609134 0.00075543168848590304 -0.00055808090470984065 6.1902865334479817e-05 0.00068000966268247603
leaf_weight=0.42281619840650542 0.086922800051979721 0.049359670025296509 0.86723345010250419 0.45282431269151935 0.25807181338677487 0.40622292969419493 0.19389639571454598 0.16624654042971077 0.044389042333932593 0.29426169905127331 0.15967019157687889 0.36110402307531408 0.22712607737048252 0.18065818477407436 0.44988692531842112 0.13733133306959633 0.12351959387888189 1.1417799233422528 0.19905250870942559 0.086544628764383957 0.27844187706795853 0.19398032000753884 0.65060701963375323 0.087321560458803904 0.14904344877143216 0.031078483909368515 0.046962079824879766 0.28794301576272108 1.3070177883055287 0.77946608333149914
leaf_count=103 8 9 326 378 89 299 208 32 10 269 155 120 19 107 686 31 30 189 143 52 69 47 88 37 51 1 4 30 244 76
internal_value=0 -0.000137341 0.000517181 -0.000178766 -0.000134624 -0.00017848 -0.000127072 -9.56561e-05 -5.84464e-05 -0.000166158 -8.71079e-05 0.000746354 -4.71901e-05 1.09326e-05 -0.000971524 0.000353662 5.55556e-05 0.000473271 9.14533e-05 4.2839e-05 0.00010273 0.000135303 0.000195893 5.39778e-05 0.000667208 -0.000860185 -0.00102101 0.000135891 0.000227815 0.000292814
internal_weight=0 9.16662 0.954156 8.75616 8.30334 7.88052 7.42733 7.23344 6.97537 5.53001 5.03573 0.410464 4.87606 4.55072 0.494276 1.44536 4.37006 1.30803 4.24654 4.01942 3.82037 3.73382 3.45538 2.65573 0.79965 0.32534 0.453185 2.46175 2.17381 2.08648
internal_count=3910 3576 334 3447 3069 2966 2663 2455 2366 2114 1418 129 1263 993 696 252 886 221 856 837 694 642 573 434 139 270 303 387 357 320
is_linear=0
shrinkage=0.00129316


Tree=567
num_leaves=31
num_cat=0
split_feature=39 13 403 132 457 133 2 3 3 133 0 0 42 1 15 131 40 151 52 13 1 0 47 1446 138 16 43 4 1456 457
split_gain=0.0426321 0.0469911 0.0556517 0.0545246 0.0676032 0.0752888 0.06267 0.0611654 0.142334 0.0542859 0.0494017 0.0725227 0.0475765 0.0472847 0.049422 0.0580324 0.049513 0.0560636 0.0717261 0.046435 0.0445017 0.0466706 0.0433623 0.0496987 0.0419807 0.0393408 0.0425566 0.0387033 0.0382934 0.0381907
threshold=0.005105000000000001 -0.10023999999999998 -0.088854999999999976 0.079995000000000011 0.082870000000000013 0.084285000000000013 0.113945 0.090325000000000003 -0.081954999999999986 0.083815000000000014 -0.07773999999999999 -0.11991499999999998 -0.10770999999999999 0.13026000000000001 -0.19153499999999998 0.082180000000000017 -0.064864999999999992 -0.083274999999999988 0.10433000000000002 0.25430000000000003 0.088010000000000019 0.024745000000000003 0.08801500000000001 0.098375000000000018 1.0000000180025095e-35 0.67964000000000013 0.098320000000000005 0.0057500000000000008 -1.0000000180025095e-35 -0.23052999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 5 9 7 8 -6 12 11 -5 -4 14 -1 16 -16 -18 -19 24 21 -2 23 -22 25 26 28 -9 -14 -30
right_child=20 2 3 10 6 -7 -8 27 -10 -11 -12 -13 19 -15 15 -17 17 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0025664734095161524 -0.0026671265379347021 -0.0034399737111116772 -0.0035310507474630281 0.003458389200057377 0.0020503204152683492 -0.0029656201319292769 -0.0020694477727513966 0.00038870378417963411 -0.0031740302632656285 0.0033980731186588143 0.0024511495887356563 -0.0034033348513685525 -0.0035276155978578977 0.0035307179510129581 -0.0019076142710220806 -0.0030769018669760959 -0.0014776546775081632 0.0024832367953838874 -0.0023756069942552031 0.002395805979160739 0.0028031949097213327 0.0012253920054613591 -3.2109067938629136e-05 -0.0035557428275953002 0.0035277897058583231 0.00294188088925532 -0.003538048801243583 0.0035677656960016054 0.0024805788257010208 -0.00069382287399068101
leaf_weight=0.066002407565974863 0.078633781105963751 0.073517988500498954 0.069084532376111674 0.029888467761338688 0.16271861677341803 0.17891467924664528 0.092698204549378715 0.071371996265952475 0.10705192275054276 0.041609885838624794 0.15448997264866182 0.052702336868605926 0.057087193779809531 0.062185297356336378 0.063705173233756796 0.04730687116534682 0.070386149274781928 0.33740104752814692 0.042339584857472801 0.063679975937702582 0.22681552560788987 0.074061739702301566 0.14942594277090393 0.016312984225805849 0.029061480745440238 0.035206919512347556 0.068226468102693505 0.1412855853777728 0.048491654197280076 1.4549604509297691
leaf_count=25 74 473 104 17 87 611 27 25 35 9 89 88 171 93 8 27 25 153 33 17 303 17 62 3 17 13 163 29 16 1096
internal_value=0 -0.000222707 -0.000417061 -0.000339316 -0.000485466 -0.00078504 0.000580432 0.0010896 -2.2837e-05 -0.000576121 0.0012767 -0.000920172 -0.000666693 0.000603981 0.000313775 0.000652556 0.000995915 0.00140684 0.00194149 -0.000554049 0.000832708 -0.000779143 0.00145968 0.00237653 -0.000665002 -0.000738229 -0.000817777 0.00250081 -0.000698848 -0.000591437
internal_weight=0 3.62137 2.93205 2.85853 2.62145 2.04632 0.575126 0.482428 0.269771 1.86741 0.237081 0.0825908 1.8258 0.689327 0.627141 0.561139 0.513832 0.450127 0.379741 1.75671 0.54525 0.152696 0.392554 0.243129 1.69303 1.66397 1.62877 0.212658 1.56054 1.50345
internal_count=3910 3451 3087 2614 2420 2217 203 176 122 1606 194 105 1597 364 271 246 219 211 186 1493 459 91 368 306 1476 1459 1446 54 1283 1112
is_linear=0
shrinkage=0.00351882


Tree=568
num_leaves=31
num_cat=0
split_feature=4 11 1213 403 151 50 52 133 1456 47 475 480 1 3 12 124 15 130 159 3 0 3 4 12 2 4 42 12 16 1453
split_gain=0.213226 0.228801 0.189152 0.182633 0.166426 0.157995 0.15589 0.171369 0.155108 0.149121 0.147755 0.138927 0.123739 0.136748 0.132453 0.119918 0.173897 0.175654 0.119011 0.13274 0.121846 0.152427 0.145 0.175922 0.135969 0.131108 0.118529 0.145023 0.11644 0.102053
threshold=0.28937500000000005 0.08184000000000001 -1.0000000180025095e-35 -0.084084999999999979 -0.27336999999999995 0.11901000000000002 -0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 0.096475000000000019 -0.086004999999999984 0.08456000000000001 0.10080500000000002 -0.15327499999999997 0.10214500000000001 -0.50873999999999986 -0.073314999999999991 -0.0015749999999999998 0.10519500000000001 0.10666500000000002 -0.070894999999999986 -0.089974999999999986 -0.083329999999999987 0.088590000000000016 0.086915000000000006 -0.37626499999999991 0.095385000000000011 -1.0000000180025095e-35 -0.53943499999999989 -0.09343499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 -5 -8 29 -6 -1 12 13 -10 18 -14 17 -17 19 20 21 -15 -23 24 -24 -22 27 -18 -11 -9
right_child=4 -3 3 6 5 -7 7 8 11 28 -12 -13 15 14 -16 16 26 -19 -20 -21 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011613427024014175 -0.0010288624348242226 -0.0010157084595930615 -0.00095174680448865078 -0.00090895342577471192 0.00095047705755866348 -0.00065266234380071124 -0.0011591113472233018 0.00053839920858912336 0.00057477727819816465 0.00071067948782431803 -0.00109303733907472 -0.0011531010723634944 -0.001023009411136704 -0.00096316389956931558 -0.00084617274171780151 -0.00045174685296161724 0.00080319364010268614 0.0010380228313598074 -0.0010534193073646338 0.00076325970428342484 -0.00021016594405512786 0.00061878108425152145 -0.00042794752572560755 -0.0011538071277519075 0.00018510498259263566 0.00073187632171843901 0.00074524760923237504 -0.00030428561831679127 -0.00073594849115955752 -0.0010753794292016228
leaf_weight=0.042885659262537956 0.10163421777542669 0.36855895428743757 0.28755915967485357 0.25165380600810472 0.70518719515530459 0.13672483409754932 0.16186327840841563 0.064904129903879948 0.47561376509838371 0.14464594662422314 0.36398548498982286 0.1202316936214628 0.083999872673303222 0.27889924048212966 0.27465117928659299 0.12405574438162148 0.19546018236724239 0.66053791348531432 0.14240098953450786 0.29019160300958891 0.32846574575523846 0.3493429283553241 0.81625864157831873 0.21944397694460338 1.1500616216508204 0.47964357721504658 0.30017353722359985 0.77352181164314882 0.14911905661574565 0.25440597577835067
leaf_count=4 20 160 437 257 348 18 181 15 47 17 583 177 10 101 71 18 51 141 81 19 40 32 187 201 242 49 39 86 23 255
internal_value=0 -0.000129627 -9.11626e-05 -5.26942e-05 0.000379463 0.000505498 -1.95313e-05 1.01377e-05 3.57746e-05 0.000664013 -0.000855418 7.11793e-05 9.2381e-05 -9.91221e-06 -7.41449e-05 0.000322303 0.000377328 0.000802468 -2.18505e-05 1.56967e-05 -4.41955e-05 -0.000157103 -6.84243e-05 -0.000178258 -6.93853e-05 0.000348972 0.000114505 -8.08882e-05 -2.36483e-05 -0.000747357
internal_weight=0 8.85877 8.49021 8.08334 1.23731 1.13568 7.79578 7.54413 7.38226 0.998952 0.406871 7.06295 6.94272 4.80497 4.32936 2.13775 2.05375 0.784594 4.05471 3.91231 3.62212 2.81401 2.53511 2.18576 1.96632 0.808109 1.26916 0.968982 0.293765 0.31931
internal_count=3910 3484 3324 2737 426 406 2300 2043 1862 388 587 1592 1415 1070 1023 345 335 159 952 871 852 763 662 630 429 89 176 137 40 270
is_linear=0
shrinkage=0.00114875


Tree=569
num_leaves=31
num_cat=0
split_feature=4 11 484 150 403 1213 160 150 133 151 52 148 52 124 1 13 15 9 14 3 457 49 52 3 0 133 12 1374 0 150
split_gain=0.205096 0.17816 0.133845 0.160981 0.138692 0.134915 0.144763 0.136687 0.171314 0.129405 0.128425 0.124556 0.123714 0.100353 0.128303 0.110646 0.146542 0.108296 0.113033 0.114202 0.135944 0.110701 0.137504 0.109507 0.121223 0.0978589 0.0903693 0.099157 0.116719 0.0837954
threshold=0.27020000000000005 0.08184000000000001 -0.0043499999999999988 0.094545000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.092169999999999988 -0.22988499999999998 -0.031394999999999992 -0.27336999999999995 -0.42985499999999993 0.089690000000000006 -0.040174999999999995 -0.50873999999999986 0.099595000000000017 -1.0000000180025095e-35 0.024640000000000006 0.084755000000000011 0.08104500000000002 -0.12008499999999998 -0.0015249999999999997 0.0062100000000000011 0.091715000000000005 -0.089974999999999986 -0.060094999999999989 -0.088724999999999984 0.10257000000000001 -0.094679999999999986 -0.19631499999999999 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 -6 7 -7 -9 -2 -8 13 -4 -12 17 25 -17 18 19 -15 -21 23 -23 24 -22 -16 27 -25 -29 -11
right_child=9 -3 4 -5 5 6 10 8 -10 29 11 -13 -14 14 15 16 -18 -19 -20 20 21 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0011646068756286955 -0.0010966877850916424 -0.0011595555477285622 -1.4745878692585375e-05 0.00075012389402895091 -0.0013234228378844227 0.00077651258862420898 -0.00094305741974270508 0.00061741752845460938 -0.0012342044531340195 0.0003803186199359287 -0.0012205524988385661 -0.0012930363860849516 -0.001242645128332336 0.00068394457996771331 -0.00029777849453481518 0.00052937149965003559 -0.0007108106591811762 -0.0012012875217451719 -0.0013340327476667111 -0.00096609804559132084 -0.0013275573103344917 -0.001220076835185724 0.001026845458231283 -0.00064045335181505433 0.00027742365942587903 0.0011039047624680823 -0.00064409357826231617 0.001360965349666361 0.00034648919172154815 0.0013279757166516897
leaf_weight=0.38770047170874011 0.090590684325434156 0.29613787643756939 0.26076711960558896 0.095237007655669004 0.13355131990829239 0.10795202618464828 0.20325723617133817 0.10962113770438009 0.42169995037329489 0.95686083164764546 0.090784178522881009 0.10559296022984188 0.31600887608874462 0.53754492162261103 0.10191494459286332 0.58010485980776116 0.23234613065142184 0.11758239613845933 0.094911356805823632 0.22390997152979419 0.16123358689219458 0.2051672827474248 0.06168061416974524 0.1494116023823181 0.16661498988105483 0.58195018499827711 0.15938437418662932 0.22741163475439008 1.500054594027459 0.19569717095873784
leaf_count=554 20 160 94 21 231 6 211 39 315 352 17 14 726 51 18 48 33 44 19 71 69 136 13 27 14 186 31 9 281 100
internal_value=0 -0.000156125 -0.000115604 -0.000787015 -6.82714e-05 -1.13423e-05 1.71962e-05 -0.000577149 -0.000852181 0.000421867 8.6267e-05 0.00012576 -0.000687498 0.000154615 0.000179088 0.000503908 0.000174702 4.42624e-05 8.62587e-05 0.000125995 2.09383e-05 0.000104941 -0.000700712 0.000195879 -0.000511895 0.000895015 0.000309834 0.000390841 0.00048004 0.000541225
internal_weight=0 7.62953 7.3334 0.482937 6.85046 6.27368 6.14013 0.639273 0.531321 1.24315 5.50086 5.2976 0.576776 5.19201 5.10122 1.49632 0.812451 3.60491 3.48732 3.39241 2.85487 2.63096 0.266848 2.36411 0.327849 0.683865 2.03626 1.87688 1.72747 1.15256
internal_count=3910 3438 3278 575 2703 1883 1652 360 354 472 1292 1081 820 1067 1050 285 81 765 721 702 651 580 149 431 83 204 348 317 290 452
is_linear=0
shrinkage=0.00131955


Tree=570
num_leaves=31
num_cat=0
split_feature=4 1213 403 11 48 50 484 150 160 133 150 52 133 448 475 453 457 1 124 13 15 457 48 48 15 15 15 4 484 2
split_gain=0.229592 0.193787 0.193333 0.200726 0.190402 0.20853 0.182141 0.213022 0.176052 0.223133 0.249608 0.195684 0.202225 0.165273 0.162532 0.12972 0.127844 0.139961 0.18071 0.226895 0.144339 0.130445 0.267715 0.152604 0.144843 0.157114 0.142909 0.121881 0.129947 0.147168
threshold=0.28937500000000005 -1.0000000180025095e-35 -0.084084999999999979 0.08184000000000001 0.11930500000000001 0.11901000000000002 -0.0043499999999999988 0.094545000000000018 -0.092169999999999988 -0.031394999999999992 -0.22988499999999998 -0.42985499999999993 -0.26719999999999994 -0.083779999999999979 -0.086004999999999984 1.0000000180025095e-35 0.51789000000000007 0.099595000000000017 -0.50873999999999986 -1.0000000180025095e-35 0.035895000000000003 -0.0015249999999999997 -0.031569999999999994 0.083775000000000002 -0.0071449999999999994 0.10043500000000001 -0.10071499999999999 -0.49837999999999999 0.085815000000000016 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=1 14 -3 6 5 15 7 -4 9 -8 -11 -10 -13 -14 -1 -2 17 21 -19 -20 -21 22 -15 24 26 27 -23 -26 29 -29
right_child=4 2 3 -5 -6 -7 8 -9 11 10 -12 12 13 16 -16 -17 -18 18 19 20 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.001505908981583741 0.0010716294960674763 -0.0012531442900574883 -0.0012576282741020609 -0.0012400320367184612 -0.00074504704828776494 -0.0007793068652331217 0.00084567023652027361 0.00085039066756176294 -0.0010982394042686411 0.00079088246821366068 -0.0013883113338100206 -0.0015007594301532816 -0.0013164843106680489 0.0014705203136766982 -0.0014031780040035071 -0.00093054530255515862 -0.0011169262994035548 -0.0013223486690471513 0.0012017976477436863 0.00053154628058543383 -0.00068366454685064089 0.00014116912396629951 -0.0015109372780859663 0.00059558920654079607 -0.00054370458045989499 -0.0011940293349106622 -0.0014321833072734479 -0.0003634444220958949 0.0014274615523509459 0.00050926351915938826
leaf_weight=0.047288689762353897 1.0045569969952346 0.32836741651044121 0.50792019224172236 0.32598981837509278 0.24861809093272302 0.18530792859382916 0.1875397640033043 0.13414372567785904 0.30142159420938242 0.14406817452982068 0.60482762650644417 0.16573318220252531 0.16379832333040223 0.088505872241512407 0.42109840266129772 0.077133360784500726 0.16072591650299717 0.10825323034077916 0.90111389935191266 0.76473239753977351 0.30174064915627241 0.22959419596008956 0.27022250922163493 1.2658365827082887 0.39478081840206369 0.18716798546665803 0.28823040654242005 0.62666623370027785 0.22423571272520337 1.3475495167076585
leaf_count=4 362 440 492 154 38 18 50 21 214 6 316 143 25 8 586 8 16 10 201 50 29 31 66 110 40 44 146 123 24 135
internal_value=0 -0.000174073 -0.000130362 -9.23325e-05 0.000445425 0.000679026 -5.2398e-05 -0.000817209 3.8724e-06 -0.000605649 -0.000969091 7.714e-05 0.000124448 0.000161229 -0.00110947 0.000928858 0.000195037 0.000225167 0.00054918 0.000652148 0.000187723 8.85374e-05 -0.000775349 0.000156438 -1.21059e-05 0.00012245 -0.000734587 0.000217467 0.000354153 0.000232244
internal_weight=0 10.4916 10.0232 9.6948 1.51562 1.267 9.36881 0.642064 8.72674 0.936436 0.748896 7.79031 7.48889 7.32315 0.468387 1.08169 7.15936 6.99863 2.07584 1.96759 1.06647 4.92279 0.358728 4.56406 3.29822 2.7804 0.517825 2.59323 2.19845 1.97422
internal_count=3910 3484 2894 2454 426 388 2300 513 1787 372 322 1415 1201 1058 590 370 1033 1017 290 280 79 727 74 653 543 366 177 322 282 258
is_linear=0
shrinkage=0.00148784


Tree=571
num_leaves=31
num_cat=0
split_feature=15 50 474 49 1374 1 49 454 403 4 9 42 159 155 480 0 151 49 51 15 129 129 123 1456 1 49 15 15 4 16
split_gain=0.235319 0.207782 0.185514 0.181059 0.185529 0.215799 0.179732 0.216459 0.190138 0.204949 0.196833 0.196262 0.163381 0.162234 0.161567 0.151443 0.187111 0.149925 0.144436 0.150449 0.143452 0.145177 0.147839 0.151791 0.151781 0.135825 0.121454 0.113882 0.141875 0.135053
threshold=-0.24219999999999997 0.11843500000000001 -1.0000000180025095e-35 -0.045004999999999996 0.087785000000000016 0.093245000000000008 -0.0019649999999999997 0.085470000000000004 -1.0000000180025095e-35 -0.15796999999999997 0.037245000000000007 0.091955000000000023 0.10276500000000001 0.088505000000000014 0.084870000000000015 0.048950000000000007 -0.0074049999999999993 -0.085974999999999982 -0.40274499999999996 -0.20388499999999996 -1.0000000180025095e-35 0.089775000000000008 0.13456000000000004 -1.0000000180025095e-35 0.10662500000000001 -0.24910499999999997 -0.07142999999999998 0.079360000000000014 -0.49269499999999994 -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 -1 4 5 15 7 -5 9 -8 11 12 13 14 18 16 17 -2 -10 -20 -21 22 23 -22 26 -7 -25 28 -28 -29
right_child=3 -3 -4 6 -6 25 8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0012738332025375605 -0.00085019825875250394 -0.0007015980313719479 0.0009524707579061355 -0.0011285660007835402 -0.00096759009107676619 -0.00037546345506259696 0.00083349039341699439 0.00053793304677051562 -0.0012083701159826179 -0.001097547905868321 -0.0010697846086827393 -0.00054818830313645801 -0.00087825830448784968 -0.0012035955184330235 -0.0012019735068790191 0.0011183871538734368 -0.00085040775221123966 0.00037481338566808459 -0.0009701585628027606 -0.0012015194564113933 -0.00072368534074955223 -0.0008809919539959736 -0.0011180984842014807 -0.00021620675389326903 0.00089411248920858236 0.00073716796741315311 -0.0001649161880186915 0.0004532929652634281 0.00082588641044221707 -0.00050567764057826952
leaf_weight=0.057947564870119095 0.18276958729256865 0.16493865067604929 0.69095404481049705 0.55919684712716744 0.20315350739110716 0.18329442141111973 0.092819881072500721 0.13900581025518477 0.10449180702562344 0.50917958576246558 0.28230616822838772 0.93674239870961162 0.25658635445870448 0.13203447859268624 0.1243988823807739 0.13140447810292233 0.44939896439609572 0.65103118270053528 0.14782587404624692 0.094042528216958021 0.17141236351017086 0.14518443609267695 0.097236787900328525 0.53254704753635529 0.77832515064801544 1.0810418691544321 0.25464414950693015 0.54908202884689639 1.0903793488832962 0.33945715871959714
leaf_count=1 34 25 291 245 60 18 13 10 37 859 62 448 127 148 124 6 89 75 54 48 118 93 6 149 105 247 24 100 140 154
internal_value=0 0.000512756 0.000780207 -0.000120264 0.00013356 0.000217064 -0.000219972 -0.000796781 -0.000159308 -0.000799809 -9.5435e-05 -4.76341e-05 4.96935e-05 0.000101896 0.000140814 -0.000103624 -0.000228762 0.00010629 0.000179619 0.00021415 0.000257353 0.000292014 0.000336676 0.000374745 0.000427866 0.000575867 0.000296674 0.00041896 0.000638304 8.69282e-05
internal_weight=0 0.91384 0.748902 10.219 2.88209 2.67894 7.3369 0.698203 6.6387 0.601999 6.0367 5.75439 4.81765 4.56106 4.42903 1.4146 1.2832 0.833801 4.30463 4.20014 4.05231 3.95827 3.81308 3.71585 3.54443 1.26434 2.76611 2.23356 1.34502 0.888539
internal_count=3910 317 292 3593 529 469 3064 255 2809 872 1937 1875 1427 1300 1152 204 198 109 1028 991 937 889 796 790 672 265 567 418 164 254
is_linear=0
shrinkage=0.00119516


Tree=572
num_leaves=31
num_cat=0
split_feature=39 13 457 402 484 403 132 133 51 133 1 12 1 15 151 52 43 42 1373 1365 159 52 1375 12 0 4 34 133 1212 160
split_gain=0.269349 0.220878 0.226189 0.204808 0.202251 0.230344 0.2571 0.224157 0.197882 0.170545 0.157255 0.201973 0.152619 0.163167 0.151381 0.151161 0.140727 0.130602 0.128213 0.134622 0.127471 0.12606 0.148811 0.119763 0.158834 0.119161 0.112941 0.11451 0.171465 0.14696
threshold=0.005105000000000001 -0.10023999999999998 0.081330000000000013 0.084450000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079995000000000011 0.084285000000000013 -0.40274499999999996 -0.26719999999999994 0.092550000000000007 -0.095029999999999989 0.11368000000000002 -0.19153499999999998 -0.083274999999999988 -0.42985499999999993 0.098320000000000005 -0.10770999999999999 0.11103 1.0000000180025095e-35 0.09141500000000001 -0.11051499999999999 -0.43271999999999994 0.081660000000000024 -0.07773999999999999 0.28937500000000005 -1.0000000180025095e-35 -0.090054999999999982 -0.5172699999999999 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 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 8 -3 -6 7 15 -2 -1 11 -10 13 -11 -15 -7 17 -17 19 20 26 -4 -23 -8 -25 -22 -19 28 -28 -29
right_child=3 2 21 -5 5 6 23 -9 10 12 -12 -13 -14 14 -16 16 -18 18 -20 -21 25 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0013095659606795359 -0.001312598448123701 -0.0011316645266274566 -0.00080368220165835961 -0.0013095660361851305 -0.0010792238020226736 -0.0012984315092027486 0.0012798147581835903 -0.0011257364930896884 -0.0011270031363970255 -0.0010885532565523906 0.00086803089310898108 0.00061448373258732292 0.001056544644109927 -0.00081359587176591485 0.00044030994406619528 -0.001298955645374629 -0.0011853957063629975 -0.0011433820544514499 -0.0013162673526963581 -0.0013097692327258448 -0.001312014656124701 -0.00053344755853187867 0.00050549079484229055 -0.0012256696109899229 0.00063654426946387109 0.00023129493127498689 0.00098051084157591288 -0.00039416767472122703 -0.0013041259588959153 0.00031650231159571795
leaf_weight=0.11582637762330739 0.096266214590286725 0.52381075741140826 0.19546309874567658 0.11322234367253248 0.57365680393195084 0.21046583363203986 0.24120701249921683 0.51281065192597441 0.17508928100869525 0.16449936747085292 1.0987919262697685 0.30668069516832552 0.36767484876327206 0.18584803451085496 1.2118707438785334 0.1535512343471036 0.22072776323329879 0.12346493382938106 0.13686834089457978 0.13586915619089257 0.22454559174366284 0.28682672348804761 1.1797976757807189 0.10653903089405503 0.27327354866429232 0.13351575087290257 0.075557507589110173 0.59821636203560036 0.20185967879660838 2.6191163884505042
leaf_count=47 15 516 37 28 782 171 47 365 32 13 351 33 134 16 154 48 142 29 15 19 72 19 165 46 37 13 21 150 103 290
internal_value=0 -0.000167468 -0.000257154 0.000374447 -0.000358171 -0.000296231 -0.000220963 -0.000312478 0.000488154 0.000215137 0.000597831 -1.84235e-05 0.000306645 0.000130153 0.000273584 -0.0002262 -0.000177388 -0.000126851 -8.44931e-05 -4.34948e-05 -2.26301e-07 0.000172241 0.000302306 0.000566921 0.000114185 -0.000736537 7.26396e-05 0.0001156 -0.000681881 0.000184364
internal_weight=0 10.7729 8.72714 1.79005 7.06506 6.54125 5.96759 5.34657 1.67683 2.04572 1.58056 0.48177 1.92989 1.56222 1.39772 4.83376 4.62329 4.40256 4.24901 4.11215 3.97628 1.66209 1.46662 0.62102 0.379813 0.358061 3.61821 3.49475 0.277417 3.21733
internal_count=3910 3451 3087 459 2866 2350 1568 1438 431 364 416 65 317 183 170 1073 902 760 712 697 678 221 184 130 83 85 593 564 124 440
is_linear=0
shrinkage=0.00129368


Tree=573
num_leaves=31
num_cat=0
split_feature=4 11 151 150 1213 475 484 150 403 3 160 52 38 124 4 150 159 3 9 0 1 159 0 150 51 131 0 3 3 16
split_gain=0.0464148 0.0808057 0.0562242 0.0487401 0.0464162 0.049503 0.0471865 0.0748772 0.0470849 0.046748 0.0529817 0.0554002 0.0474773 0.0562796 0.0576102 0.0539183 0.05752 0.0584928 0.0468974 0.046077 0.0425666 0.0501587 0.0444904 0.040385 0.0772622 0.0463187 0.0465061 0.0452653 0.043888 0.0657494
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 0.081245000000000026 -1.0000000180025095e-35 -0.086004999999999984 -0.0043499999999999988 0.094545000000000018 -0.084084999999999979 -0.14539499999999997 -0.40446999999999994 -0.42985499999999993 0.11976000000000002 -0.048219999999999992 -0.51381999999999983 0.15024000000000001 0.10519500000000001 0.11476000000000001 0.084755000000000011 0.15480500000000005 0.11774500000000002 -0.11345499999999999 -0.23274999999999998 0.090480000000000019 0.094915000000000013 0.10033500000000002 -0.23029999999999998 0.096385000000000012 0.090325000000000003 -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 20 5 -1 7 -6 19 -10 -11 -12 13 -13 -15 16 17 18 23 -8 -4 -22 -23 25 27 26 -16 -25 29 -28
right_child=2 -3 3 -5 6 -7 8 -9 9 10 11 12 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0037496829939495397 -0.0031974892624319204 -0.0031874820523812362 -9.0248026011151709e-05 0.0037461593185822498 -0.0031680545988583466 -0.0033592921948663924 -0.0037411974819658933 0.0021969579460683598 0.0016356141801000589 -0.0030689669773202237 -0.0031799516795123248 0.002032900060914793 -0.0034390136429136293 -0.0037097544603170753 0.0024725802337278837 -0.0031580399615471389 -0.0029913515432683888 0.0017026931924824524 -0.0033813765045716065 0.0037852848207550185 -0.0033289586881418021 -0.0037587940746260985 0.0037449198679091176 -0.0030845877744548572 0.0031532902699887943 0.0031143182544353856 -0.00016693761063098683 0.00096435123429982315 -0.0015157638902286649 0.0017727912524423996
leaf_weight=0.015719097573310137 0.043779264291515574 0.12571574737376057 0.30815846042605688 0.088053165185556281 0.14746838483915903 0.10421155156245809 0.076611656145816442 0.04810853763774503 0.25859109456360041 0.07737721707690326 0.071714591208549172 0.21735312525379802 0.050676361002842785 0.055478660484371445 0.12087745824829155 0.067401223866909166 0.075061934425320831 0.36573049451544637 0.053153014159761258 0.01331312395632267 0.019373434653971344 0.012075676117092371 0.12581529785347811 0.16480606293771405 0.046852028797729872 0.082393627813871606 0.96522397825083706 0.050238023861311376 0.21058219697442848 0.32596118834315158
leaf_count=4 20 160 119 100 527 576 387 21 69 237 210 148 19 18 21 10 79 88 44 1 7 2 224 123 12 29 495 7 34 119
internal_value=0 -0.000243739 0.000876261 0.00119849 -0.000142761 -0.00242753 -6.54641e-05 -0.00184835 3.86418e-05 0.000112181 -1.90954e-05 6.16264e-05 0.000143143 0.00020795 5.44298e-05 0.000137028 0.000227277 0.000328541 7.97546e-05 -0.00262692 0.000716497 0.00229731 0.00308779 0.000173286 -0.00119197 0.000382992 0.000244302 -0.00213869 6.49475e-05 0.000322749
internal_weight=0 3.79062 0.597255 0.553476 3.6649 0.119931 3.54497 0.195577 3.3494 3.25947 3.00088 2.9235 2.85179 2.80111 2.58376 2.52828 2.46088 2.38582 2.02009 0.0899248 0.465423 0.157264 0.137891 1.96693 0.261896 1.70504 1.62264 0.215044 1.50177 1.29119
internal_count=3910 3438 472 452 3278 580 2698 548 2150 1762 1693 1456 1246 1227 1079 1061 1051 972 884 388 352 233 226 840 142 698 669 130 648 614
is_linear=0
shrinkage=0.0037342


Tree=574
num_leaves=31
num_cat=0
split_feature=1 0 39 13 15 4 12 12 160 15 147 51 448 1186 4 52 2 3 52 15 0 160 474 4 457 13 159 49 484 11
split_gain=0.223273 0.239484 0.199137 0.152615 0.16789 0.165897 0.150133 0.258406 0.160071 0.17873 0.137651 0.132259 0.133695 0.126418 0.119569 0.224451 0.217028 0.195986 0.114315 0.113295 0.186854 0.208378 0.112418 0.135308 0.131414 0.112025 0.109782 0.10759 0.100651 0.0957817
threshold=0.087545000000000026 -0.074249999999999997 0.005105000000000001 -0.094679999999999986 0.088495000000000018 0.05309500000000001 0.086935000000000012 0.086865000000000012 0.087260000000000018 0.084050000000000014 1.0000000180025095e-35 -0.40274499999999996 -0.080249999999999988 0.084100000000000022 -0.49837999999999999 0.10433000000000002 0.10869000000000002 -0.115685 0.41469000000000006 0.083935000000000023 -0.11524 0.086620000000000016 -1.0000000180025095e-35 0.51060500000000009 -1.0000000180025095e-35 -0.26418499999999995 0.092630000000000018 -0.47013499999999991 -0.0043499999999999988 0.081130000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 29 10 -6 7 8 9 19 13 -4 -13 18 15 -3 26 -18 22 20 -1 -22 -5 24 -24 -8 -16 -27 -26 -2
right_child=2 14 11 4 5 -7 25 -9 -10 -11 -12 12 -14 -15 16 -17 17 -19 -20 -21 21 -23 23 -25 28 27 -28 -29 -30 -31
leaf_value=0.00031896540865449386 0.00081222112940302846 -0.0015138522651845991 -0.0015007809699888006 -0.0015370286397262474 -0.0014982480707844816 0.00032863047253991204 0.00010598470577006867 0.0015135966985264976 -0.0014989507365146077 -0.001498098756674129 0.00082807316707674071 -0.0014079094138165951 0.00098033810169438499 0.0012877068951180264 0.0008643633596852803 0.00054310898013453911 0.00070370205187567775 -0.0014985746975059134 -0.0014947348647150103 0.0015699007364443609 -0.0011979957249834156 0.0016016714632904575 -0.0011654067515961283 0.0011813802955898964 -0.00096264160345540086 0.00034755392357417678 -0.00042548163663450489 -0.001431954055430236 7.8844455998599739e-05 -0.00025680935816856635
leaf_weight=0.67690274119377092 0.69602650361775875 0.25022858890588384 0.056183062435593456 0.11854692299675873 0.35277990663598746 0.15934837207896635 0.15817113954108186 0.15380947772064235 0.29276222655607842 0.2332652099248661 0.37823273940011848 0.054880604846403003 0.91085028847737681 0.1338971591903827 0.89375844785899949 0.22026015151641332 0.14449266507290282 0.23334006443838018 0.14090603379008815 0.08529730208829267 0.47493796086200812 0.066987909376621246 0.25215564116661271 0.18116159335477267 0.22924625113956043 0.083226901595480518 0.17410181566083338 0.76168554550531575 1.9302778599521788 0.25211956570274197
leaf_count=91 178 66 10 68 300 15 9 11 119 276 80 3 355 23 165 19 9 213 62 9 365 1 53 37 60 6 22 911 326 48
internal_value=0 -0.000310221 0.000119764 -6.45434e-06 -0.000137163 -0.000929816 -0.000573261 -0.000336372 -0.000491847 -0.000300066 -1.65068e-05 0.000715673 0.000844619 -0.000123482 9.982e-05 -0.000550882 0.000311586 -0.000656369 -0.000189728 -8.57771e-05 -0.000201646 -0.000851927 -0.000121909 -5.72088e-05 -0.00015025 -0.0010418 0.00065407 -0.00125667 -3.17154e-05 0.000527957
internal_weight=0 4.90323 5.84661 4.8247 3.87655 0.512128 2.98705 1.98396 1.83015 1.53739 3.36442 1.02191 0.965731 2.98619 1.91618 0.470489 1.44569 0.377833 2.85229 1.30413 1.21883 0.541926 2.71139 2.59284 2.41168 1.00308 1.06786 0.844912 2.15952 0.948146
internal_count=3910 2292 1618 1250 1024 315 1798 872 861 742 709 368 358 629 494 85 409 222 606 466 457 366 544 476 439 926 187 917 386 226
is_linear=0
shrinkage=0.00148603


Tree=575
num_leaves=31
num_cat=0
split_feature=1 39 3 4 47 0 42 48 50 128 51 4 52 52 49 16 3 1374 15 457 52 49 133 1212 122 132 44 43 0 39
split_gain=0.276201 0.235031 0.209607 0.217556 0.264166 0.20622 0.205526 0.189672 0.206517 0.231819 0.180228 0.178137 0.235522 0.163601 0.179411 0.195951 0.263818 0.182333 0.177931 0.183304 0.169076 0.161184 0.146839 0.153339 0.145973 0.143921 0.136984 0.129985 0.129873 0.142632
threshold=0.094485000000000013 0.084155000000000021 0.31335500000000011 -0.034289999999999994 0.092645000000000019 -0.060094999999999989 0.092635000000000009 0.12862000000000004 0.10976000000000001 0.086435000000000012 -0.40274499999999996 -0.49837999999999999 0.10433000000000002 0.086950000000000013 0.090775000000000008 -0.083564999999999987 0.090325000000000003 -0.094679999999999986 0.10043500000000001 -0.066264999999999991 -0.088779999999999984 0.14121000000000003 -0.090054999999999982 -0.45912999999999998 0.10299000000000001 0.12562500000000001 0.086480000000000015 -0.52334499999999984 -0.23274999999999998 0.005105000000000001
decision_type=2 2 2 2 2 2 2 2 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 21 7 13 11 8 9 -5 -3 12 -7 14 15 17 20 -1 19 -19 -17 -2 23 -21 26 28 -12 -8 -22 -30
right_child=1 10 -4 4 -6 6 27 -9 -10 -11 24 -13 -14 -15 -16 16 -18 18 -20 22 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015048922663191975 -0.0010665252761358059 -0.0014805921003023734 0.0011838670856007141 0.00082244565647585587 -0.00046497050329902777 -0.0014817912682535347 0.0009940751156998673 -0.00090617362587932799 -0.0010620975167096429 -0.0010465297267133367 0.0012213574100123253 0.0005843568770580647 0.00087663006802952666 -0.0011186588797948635 -0.0014619694667669634 -0.00017359084126646512 0.00075803019139181562 -0.0014786930398420128 -0.0014868181749898813 0.0012526976595329401 0.0015149641103885925 0.00081935960814303081 0.00072457516828915982 -0.0012690818868092673 -0.0012223650716048757 0.0011155293085134208 -0.00089369409727832526 -0.0014872476854457762 -0.001421542671676721 0.00036418195458399636
leaf_weight=0.14018057053908695 0.66516666564712013 0.071736988786142319 0.28938623263093166 1.6208749255456507 1.2795491854631107 0.23044821266375937 0.055251980200409889 0.22162971459329117 0.16122779352008354 0.154269526421558 0.84824941889382877 1.2068754321517188 0.14733847777824849 0.69436679072168761 0.29045156075881085 0.69666970865364408 0.28146980085875828 0.10643086193886109 0.11904391209827725 0.072860973014030606 0.03686324134468999 0.11245640099514276 1.1429316156063578 0.17198512659524534 0.063637711573392153 0.061037167644826584 0.070388865424320102 0.23712584887834953 1.06517282902496 0.10422850598115485
leaf_count=13 259 10 120 232 162 73 3 11 33 16 317 122 11 767 287 259 20 17 14 8 1 13 245 105 4 18 10 87 662 11
internal_value=0 0.000129356 -1.55561e-05 -9.79006e-05 5.9521e-05 -0.000307584 0.000103989 0.000370509 0.000516633 0.000660022 0.00074867 0.000311064 -0.000561997 -0.000462597 -0.000356392 -0.00027609 -0.000561078 8.88643e-05 0.000227351 0.000363919 -0.000750128 -0.000793797 0.000505232 -0.000518654 0.000911476 -0.00106707 0.0010593 -0.00101834 -0.00117751 -0.00126238
internal_weight=0 5.55857 4.50456 4.21517 3.43755 6.86073 1.87704 2.158 1.93637 1.77514 1.05401 1.58466 0.377787 4.98369 4.28933 3.99887 2.24544 1.75343 1.61325 1.49421 1.96397 0.777623 1.38778 0.244846 0.982276 1.2673 0.918638 0.292378 1.20626 1.1694
internal_count=3910 1187 846 726 454 2723 296 292 281 248 341 206 84 2427 1660 1373 971 402 389 375 951 272 358 113 331 692 327 90 674 673
is_linear=0
shrinkage=0.00145689


Tree=576
num_leaves=31
num_cat=0
split_feature=1 39 0 52 51 12 12 15 160 2 13 11 4 2 48 151 0 13 4 2 3 52 14 49 122 124 48 16 1212 457
split_gain=0.276412 0.226654 0.195536 0.187671 0.163004 0.158346 0.230104 0.158146 0.19081 0.150158 0.170423 0.146063 0.143168 0.16054 0.158529 0.139792 0.13979 0.139675 0.133588 0.224255 0.243316 0.191022 0.130267 0.122953 0.11954 0.149894 0.109071 0.134077 0.130409 0.13552
threshold=0.087545000000000026 0.005105000000000001 -0.074249999999999997 -0.42985499999999993 -0.40274499999999996 0.086935000000000012 0.086865000000000012 0.084050000000000014 0.087260000000000018 0.089910000000000004 -1.0000000180025095e-35 0.08776500000000001 -0.030814999999999995 0.11230000000000001 0.091085000000000013 -0.0088999999999999982 1.0000000180025095e-35 -0.26418499999999995 -0.49837999999999999 0.10869000000000002 -0.115685 0.10433000000000002 -0.46637499999999993 0.13128500000000001 0.089350000000000013 -0.087894999999999987 0.08740500000000001 -0.17157499999999998 -0.50114499999999984 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=2 3 5 -2 -3 6 7 8 -1 16 11 -11 23 15 22 -14 26 -7 21 -20 -21 -4 -15 -12 25 -6 27 -5 -29 -30
right_child=1 4 18 9 24 17 -8 -9 -10 10 12 -13 13 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-7.2664761872447706e-05 -0.0014053592588891776 -0.0014186274176939922 -0.0014254272099248947 0.00027408093613640012 1.1598891278692561e-05 0.0002237098550719943 0.0013919344066463824 -0.0014113823197299334 -0.0014111170330994665 0.0010504287587324759 -0.0012762287883386378 -0.00070355640839008698 9.4468235521831981e-05 -0.00098239036277958597 -0.0010266777211289128 0.001233933061625487 0.00095594442651369092 -0.0012066696514000125 0.00056090354620024353 0.00074915598932276297 -0.0014195086405851525 0.00033897720562655703 0.00066886089933695827 0.00030749247232406596 -0.00054048525468505468 0.0012144118296874558 -0.0013524744693665591 0.00131307536387933 -0.00080234867349095228 0.00090385655240307063
leaf_weight=1.3257259220408748 0.18745730366208579 0.071729591756593325 0.26776833599433292 0.62171495800430387 0.27300779949291587 0.15703550039324909 0.14185078538866935 0.28847338928972011 0.24791335917689128 0.65318323409883339 0.26741596577630922 0.10857348432182334 0.4437212563934736 0.12528626294806666 0.30777697789017111 0.40275218617170983 0.17192733431875229 0.90728747161483603 1.0587208917058886 0.15949493995867647 0.27873950774665002 0.21850619171891594 0.37139593920437552 0.15006748505402356 0.12504096934571851 0.79409599829523358 0.19582559456466686 0.070773699611891172 1.0064001649443528 0.10038950107991684
leaf_count=466 164 10 66 57 53 9 11 298 97 152 43 26 41 15 33 36 51 917 187 9 213 19 70 11 12 293 39 7 496 9
internal_value=0 9.98144e-05 -0.00033762 -2.9805e-05 0.000631539 -0.000559118 -0.000327285 -0.000458251 -0.000283526 2.17954e-05 0.0002342 0.000800433 2.56679e-05 0.00021093 -0.000236998 0.000636626 -0.000255608 -0.000995624 5.06149e-06 0.0002122 -0.000630226 -0.000632597 0.000252339 -0.000706949 0.000754894 0.000906684 -0.000360013 -0.000251998 -0.000529751 -0.00064759
internal_weight=0 6.44854 5.05152 5.18466 1.26387 3.06829 2.00396 1.86211 1.57364 4.9972 2.83017 0.761757 2.06842 1.65093 0.804459 0.846473 2.16703 1.06432 1.98323 1.49696 0.438234 0.486275 0.496682 0.417483 1.19214 1.0671 1.9951 1.79928 1.17756 1.10679
internal_count=3910 1618 2292 1250 368 1798 872 861 563 1086 427 178 249 195 118 77 659 926 494 409 222 85 85 54 358 346 608 569 512 505
is_linear=0
shrinkage=0.00140032


Tree=577
num_leaves=31
num_cat=0
split_feature=156 15 51 474 15 3 483 156 401 1365 1348 14 48 13 12 43 52 151 403 403 403 131 12 43 11 48 159 2 50 15
split_gain=0.0464146 0.0534004 0.0638237 0.0808828 0.0543232 0.0604567 0.064567 0.0486516 0.0485858 0.0490166 0.0503088 0.0745278 0.0485895 0.0620827 0.0622157 0.0606475 0.0857255 0.0852995 0.0596546 0.0590175 0.0708974 0.0603855 0.0753874 0.0702294 0.0570642 0.0542269 0.053389 0.0488132 0.0466306 0.0551148
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 -1.0000000180025095e-35 -0.19153499999999998 0.31335500000000011 0.083960000000000021 0.10691500000000002 0.10072000000000002 1.0000000180025095e-35 0.084895000000000012 0.077685000000000018 0.016865000000000002 -0.094679999999999986 0.085665000000000005 -0.049504999999999987 -0.088354999999999989 0.056555000000000001 -1.0000000180025095e-35 0.088825000000000015 0.086810000000000012 0.097135000000000013 0.084100000000000022 -0.16369999999999998 0.087505000000000013 -0.36174999999999996 -0.5014249999999999 0.10488500000000002 0.082725000000000007 -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 -2 -3 6 7 8 9 10 11 12 13 14 -6 24 -17 -18 -15 20 21 22 28 -24 -14 -25 -27 -16 29 -20
right_child=1 4 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 15 18 27 16 17 -19 19 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0031932309022455682 -0.0032697727972910004 -0.0023513811338834686 -0.0012571704584842687 0.0026833443387498926 -0.00091396651421930602 0.0031951214288278729 -0.00229785509897215 -0.003199317312170713 -0.0031935402971947253 -0.0024428172920774303 0.0026947500120779854 -0.0030197660010522704 0.0020708273897872675 -0.0025896749232718554 0.0022335515716101566 -0.0020783294024831552 0.0012091002272707251 -0.0016095229132604297 -0.0010641796525168816 -0.0028826177834676983 0.0031409786719972027 0.0016632869969768007 0.00014515472921189902 0.0032490893845854864 -0.0021731013168861109 0.0020102202555318575 -0.0026855415378709206 -0.00037989396428320094 -0.0026318128653908222 0.00096567186670051808
leaf_weight=0.048112159375250374 0.026034023350803182 0.11011707660236414 0.079805392429989297 0.21320992962864682 0.15155238849002062 0.056441726610500953 0.13467850090364653 0.049269661944890575 0.048119653378762339 0.079679839007439912 0.073580671731178771 0.079570450268874882 0.34477969899307936 0.12355986092461835 0.26475570443017205 0.14630387171928305 0.52166783204484068 0.13802614260930568 0.18694504297855019 0.08487334582787287 0.063729633318871381 0.14503819889614522 0.21597212575307168 0.018335876986387722 0.035527167172404006 0.026428617159584222 0.35845960464847881 0.10012939962325618 0.055278392317632097 0.49880921713520077
leaf_count=197 3 99 22 283 63 66 296 148 175 46 53 91 208 687 69 47 130 22 103 142 11 64 39 1 9 20 601 18 40 157
internal_value=0 -4.46485e-05 0.00121192 0.00203554 -0.000142154 -8.13586e-05 -0.000128235 -5.15495e-05 -1.03146e-05 3.09392e-05 8.51894e-05 3.12492e-05 0.000101007 -0.000169921 0.000803182 0.000624882 0.000129684 0.000619367 -0.000452659 -0.000293004 -0.000152921 -0.000292377 -0.000500905 -0.00132205 0.00167437 -0.0021079 -0.0023631 0.00151639 0.000185229 0.000412309
internal_weight=0 4.43068 0.319049 0.239244 4.11163 4.00151 3.94507 3.81039 3.76112 3.713 3.63332 3.55974 3.48017 2.29387 0.516437 1.1863 0.805998 0.659694 1.77743 1.65387 1.569 1.50527 1.36023 0.619196 0.380307 0.403224 0.384888 0.364885 0.741033 0.685754
internal_count=3910 3713 308 286 3405 3306 3240 2944 2796 2621 2575 2522 2431 2015 150 416 199 152 1865 1178 1036 1025 961 661 217 622 621 87 300 260
is_linear=0
shrinkage=0.00318838


Tree=578
num_leaves=31
num_cat=0
split_feature=31 2 123 484 1446 15 453 41 4 15 159 50 123 0 0 0 1 160 4 3 16 403 2 2 4 51 13 13 13 132
split_gain=0.0462655 0.0451686 0.0590511 0.0551787 0.0482665 0.0485372 0.0522745 0.0474139 0.071366 0.0689755 0.0570046 0.0499858 0.0499999 0.0540536 0.0644814 0.0921389 0.0768317 0.0748988 0.109262 0.071049 0.068825 0.067019 0.0571317 0.0714405 0.0506993 0.0500681 0.0492738 0.0450754 0.0474815 0.0577945
threshold=-1.0000000180025095e-35 0.099015000000000006 0.086020000000000013 -0.0043499999999999988 0.091660000000000005 0.10363000000000001 0.10963500000000002 0.080335000000000018 0.27608500000000008 -0.13578499999999996 0.10392000000000001 0.10119500000000002 0.10103000000000001 -0.069794999999999982 -0.10575999999999998 -0.089879999999999974 0.11561500000000001 0.031805000000000007 -0.077679999999999985 -0.089974999999999986 -0.19424999999999998 -1.0000000180025095e-35 0.083795000000000022 0.089070000000000024 -0.37626499999999991 -0.40274499999999996 -0.10023999999999998 -0.5337599999999999 -0.089899999999999994 0.079995000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 8 9 -5 11 12 13 14 16 26 20 18 19 -17 -11 -21 -22 -24 -15 -26 -16 -3 -29 -30
right_child=1 2 -4 7 -6 -7 -8 -9 -10 10 -12 -13 -14 24 15 17 -18 -19 -20 21 22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0037239041251185294 -0.0031164503024691489 -0.0032567742902983917 0.0030433789970740577 -0.0035771114758501822 -0.0040616635503110139 -0.0018005661141819338 -0.0037739710977472206 -0.0028688301583508023 0.0039657344232258687 -0.0024223745169701097 -0.0040749947198797497 -0.0040519520929032929 -0.0040764810413429914 -0.00065725676928150747 0.0010657386147593783 -0.0028284653538402111 0.0041262671019305112 0.0028206164030647731 -0.004050063086930269 -0.004045460372346414 0.0030039875258524328 0.0023333771902137737 -0.0024337251081506758 0.0011776078980147526 -0.00085763317152520236 0.0028755170517927621 -0.0040692791537506445 0.002147525700840207 -9.1502405873425857e-05 0.0027865319529684364
leaf_weight=0.051272752938530064 0.12257031759008929 0.045278137578861233 0.1264680888634756 0.10242381272019052 0.042891186999440722 0.1613621330634486 0.04412941593909625 0.11547371599590395 0.064921181303361553 0.13964679142372916 0.059893767300309153 0.050499581998792453 0.047653018293203675 0.15777927119779633 0.036373752366671397 0.084646199062719751 0.087899958423804492 0.10854937563726708 0.129843508610061 0.031024583729052813 0.13834735749697058 0.20413036299850895 0.13312902467441745 0.27373468111181865 0.074229403049685061 0.28156080026201369 0.19098836511421025 0.33457905901741414 0.73513895156065778 0.13504562272646581
leaf_count=113 479 12 146 107 53 155 15 93 69 50 85 196 9 46 19 201 8 41 418 312 26 125 37 48 21 112 153 174 506 81
internal_value=0 -0.000140258 0.000389991 -0.0004672 0.000166043 0.000290623 0.000551361 -0.000337971 -0.000216063 -0.000332463 -0.000183432 -7.60232e-05 1.87063e-05 0.000112895 -0.000262055 -0.00107788 0.000567278 -0.000194041 -0.000921814 0.000348296 0.000110489 0.0014918 0.000759241 -4.04884e-06 0.0012506 0.00209666 -0.00324777 0.000704055 0.000852913 0.000355145
internal_weight=0 4.26021 1.62489 2.63532 1.49842 1.45553 1.29417 2.51275 2.39727 2.33235 2.22993 2.17004 2.11954 2.07188 1.55831 0.785556 0.772758 0.558194 0.449645 0.319801 0.684858 0.235155 0.545211 0.406864 0.513569 0.35579 0.227362 1.25004 1.20476 0.870185
internal_count=3910 3797 1142 2655 996 943 788 2176 2083 2014 1907 1822 1626 1617 1438 1269 169 1097 1056 638 161 437 111 85 179 133 172 773 761 587
is_linear=0
shrinkage=0.00404364


Tree=579
num_leaves=31
num_cat=0
split_feature=1 0 39 16 481 1429 1365 2 0 16 9 403 16 14 48 48 4 1 51 14 0 38 122 42 51 52 3 12 133 13
split_gain=0.282953 0.336795 0.197677 0.168711 0.205292 0.197193 0.199466 0.200282 0.210485 0.191645 0.175029 0.204516 0.174694 0.171532 0.256569 0.203627 0.195995 0.238798 0.153683 0.153663 0.152474 0.143409 0.156649 0.130539 0.121007 0.12458 0.109868 0.182082 0.182987 0.123537
threshold=1.0000000180025095e-35 -0.084074999999999997 0.085220000000000004 0.070590000000000014 -0.0079799999999999992 0.084690000000000015 0.084090000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -0.17157499999999998 -0.016839999999999997 0.03138500000000001 0.67964000000000013 0.064610000000000015 0.086285000000000014 -0.09386499999999999 0.0057500000000000008 0.11395500000000001 -0.40274499999999996 -0.23083499999999998 -0.23129999999999998 0.13905500000000001 0.089350000000000013 -0.089744999999999978 -0.031524999999999991 0.11401500000000002 -0.032959999999999996 0.098845000000000016 0.093570000000000014 0.083175000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -11 -12 -5 14 15 -9 17 -16 -4 -17 -18 22 -20 -3 -25 26 27 28 29 -26
right_child=2 23 18 12 5 -7 -8 13 -10 10 11 -13 -14 -15 16 19 20 -19 21 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00081887455612651304 -0.00093517784937940528 -0.00097376566967763303 -0.0012084389153702024 -0.00060067266035335957 0.00013802552180107282 0.0010447582027721452 -0.0010937561300820202 -0.00068165193377771685 0.0011853932818459284 0.0012562376115275518 -0.0011487262654133674 0.00022560251016257875 0.00084533779426866022 -0.00087505166939457564 -0.0010232090455954263 1.5317892084640492e-05 -0.00020747983071727911 0.00062184330937095991 0.0010170259694087765 0.0010068239720329563 0.00078999065313400669 -0.0012147828276176669 -0.00047550789693771546 -0.0012006993995171929 3.9348550746764292e-05 -0.00090336191681291463 0.0007340272632565555 -0.0012115092325774295 -0.0012136688424381169 0.00086005234209620828
leaf_weight=1.3781212329377015 0.28007317753508676 0.20993329575867425 0.0654812574503012 1.036560025764629 0.68896919093094666 0.30686351505573828 0.20597683094092634 0.14229722338495809 0.14042935699399084 0.061439808516297267 0.66899818092497398 0.2011770750686992 0.13486722495872516 0.17317935223400116 0.42389538412680827 0.27615829579008311 0.39247184304986149 0.17938334631617181 0.72168503749708168 1.1657844546280101 0.49496492207981646 0.053171698004007339 0.11668641911819577 0.11107265338796501 0.79913667416258316 0.16853314761465288 0.38956037639581964 0.15354185982141633 0.12465337778485253 0.38976168443332426
leaf_count=996 122 203 10 332 62 48 25 23 38 6 414 66 19 68 47 43 23 37 308 166 45 4 12 134 251 166 34 88 94 26
internal_value=0 -0.000349928 4.94291e-05 -2.04728e-05 6.30566e-05 0.000113687 5.89015e-05 0.000106299 -0.000218265 -0.000339897 -0.000693341 -0.000830993 -0.000434192 0.000282265 0.000347444 0.000682329 -8.4507e-06 -0.000534057 0.000558779 0.000816933 0.000348856 0.000688576 0.000809292 -7.44756e-05 1.38989e-05 8.05143e-05 0.000169823 2.0009e-05 0.000163962 0.000308403
internal_weight=0 3.72431 7.93051 6.97349 5.80206 5.52199 5.21513 5.00915 1.76101 1.62058 0.931615 0.870175 1.17143 3.24813 3.07496 1.58424 1.49072 0.603279 0.957024 1.44194 0.887437 0.891543 0.838371 2.34619 2.13626 2.02519 1.85665 1.46709 1.31355 1.1889
internal_count=3910 1992 1918 1584 1233 1111 1063 1038 586 548 486 480 351 452 384 232 152 84 334 209 68 324 320 996 793 659 493 459 371 277
is_linear=0
shrinkage=0.00119516


Tree=580
num_leaves=31
num_cat=0
split_feature=1 0 16 16 52 39 52 42 42 43 157 4 1373 51 151 151 1348 52 14 132 42 448 122 44 159 104 13 151 15 4
split_gain=0.0484894 0.0919734 0.053716 0.0712783 0.0593608 0.0530537 0.0520709 0.0494664 0.0475366 0.054196 0.0478096 0.0482714 0.0465798 0.0453086 0.0452557 0.047167 0.0486741 0.0637574 0.0463873 0.0482714 0.0500235 0.0451282 0.0452895 0.044934 0.0449013 0.0447897 0.0480862 0.0580951 0.0592059 0.105034
threshold=1.0000000180025095e-35 -0.084074999999999997 -0.50763499999999995 0.0015250000000000001 -0.089799999999999977 0.005105000000000001 -0.42985499999999993 -0.089744999999999978 0.091955000000000023 -0.24333999999999997 -1.0000000180025095e-35 -0.52333999999999992 0.11103 -0.40274499999999996 -0.52174999999999983 -0.087654999999999983 0.090050000000000005 0.41469000000000006 0.077685000000000018 0.079995000000000011 -0.10770999999999999 -0.080249999999999988 0.089350000000000013 0.086480000000000015 0.10519500000000001 1.0000000180025095e-35 -0.094679999999999986 -0.044604999999999992 0.080970000000000014 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 10 -10 -9 -12 14 -7 -8 -16 17 18 19 20 -17 -15 23 -23 -13 26 -22 -28 -29 -30
right_child=5 7 3 4 -6 13 12 8 9 -11 11 24 -14 21 15 16 -18 -19 -20 -21 25 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00058314116765160312 -0.0033886863809443118 -0.002572478721300113 -0.0031225652900154508 -0.0033957185499878619 0.0019533843204400732 -0.0033996997170461854 -0.0033951877241875619 -0.00339333228334724 0.00057016991139379857 -0.0034045271119311779 -0.0034192214111283419 0.0012033972755565677 -0.0034066002507107018 -0.0030531764858891348 0.0017053892279851918 -0.003383753959585897 0.003403750919565299 -0.0033934089044303953 -0.0027400469736037093 0.0021486679298658162 0.0015183537296179566 0.0026081588353075295 -0.0015025273912641626 -0.0023386439618394792 -0.0022208470030232962 -0.0028614455968938766 -0.0024102086292063013 0.00045120010014534386 -0.0033969948573094998 0.0034265646850174807
leaf_weight=0.091721936518297076 0.051052837156022046 0.077123982306147809 0.30070544626551055 0.036210279575243476 0.069025944416353013 0.022200351464562118 0.040833237566404779 0.032759248550974007 0.077560219993756618 0.079559551476449997 0.029942262943222886 0.64129309774216381 0.043363323813537025 0.022786466754041612 0.21487100321246755 0.048227021208733567 0.047941180007910478 0.06307267130796379 0.065110029639981692 0.13052542624245678 0.27000665822197456 0.30712169960679592 0.040967793727759272 0.022566269311937504 0.047056886354766903 0.055949206180230138 0.10943179253991009 1.0372595163953433 0.11346507406233297 0.03343561477959156
leaf_count=44 174 203 854 79 19 10 23 83 17 277 8 382 15 4 92 27 30 113 88 109 165 340 13 11 26 21 50 363 267 3
internal_value=0 -0.000569786 -0.00175543 -0.00228382 0.000112835 0.000189766 -9.31488e-06 2.90695e-05 0.000249999 -0.00144247 0.000604062 0.000786372 6.65713e-05 0.00130316 0.000134105 0.000199931 3.60959e-05 -4.77094e-05 6.55358e-05 0.000167116 1.20333e-05 0.00156852 0.00185264 0.00226956 0.00096931 0.000113153 0.000219591 -5.14945e-05 0.000166481 -0.00184391
internal_weight=0 1.48296 0.497664 0.405942 0.105236 2.74019 2.32454 0.985295 0.908171 0.15712 0.751051 0.718292 2.27349 0.415643 2.23013 2.1893 1.97442 1.92648 1.86341 1.7983 1.66777 0.393442 0.370656 0.329688 0.68835 1.61955 1.5636 1.29359 1.18416 0.146901
internal_count=3910 1992 996 952 98 1918 1540 996 793 294 499 416 1366 378 1351 1328 1236 1206 1093 1005 896 368 364 351 408 869 848 683 633 270
is_linear=0
shrinkage=0.00338353


Tree=581
num_leaves=31
num_cat=0
split_feature=1 0 2 16 14 376 132 47 42 1373 50 44 1375 4 40 1 42 51 16 16 2 42 2 1 16 43 52 0 0 15
split_gain=0.181127 0.243372 0.136484 0.152987 0.169428 0.172052 0.172716 0.154106 0.190227 0.1463 0.151797 0.155795 0.137731 0.134686 0.131572 0.114825 0.112232 0.127479 0.111103 0.133519 0.133933 0.107244 0.106607 0.238993 0.177915 0.101516 0.0996342 0.100256 0.189149 0.121813
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.070590000000000014 0.077685000000000018 1.0000000180025095e-35 0.079995000000000011 0.09252500000000001 -0.034284999999999989 0.11103 0.10625000000000001 0.085085000000000008 -0.43271999999999994 -0.23071499999999998 0.057150000000000006 0.13535500000000003 -0.089744999999999978 -0.031524999999999991 -0.50763499999999995 0.0015250000000000001 0.087005000000000013 0.091955000000000023 1.0000000180025095e-35 0.095575000000000007 -0.088144999999999987 -0.4342399999999999 0.11401500000000002 -0.060094999999999989 -0.082994999999999985 -0.069904999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -2 10 11 12 -10 -14 25 -9 -3 -18 -1 -20 -21 26 23 24 -15 -5 27 28 -19 -30
right_child=2 16 -4 14 -6 -7 -8 15 9 -11 -12 -13 13 22 -16 -17 17 21 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=8.9860688995656776e-05 -0.0010958115092628391 -0.00088634654697133356 0.00087741226995016795 0.00080870111915313971 -0.0010209697507521181 0.00102241384118487 0.00085125425605243801 -0.00055425544022437998 -0.00045701028117019259 -0.0011436407961482012 -0.00077399179519284855 -0.0011365431977468966 -0.0011422084759413194 0.00060047135225443644 0.00086947153366005617 0.00073379896746603743 -0.0011327716891621265 0.00062158170932544588 -0.0010679411743122161 0.000566378426019949 -0.0011365892408240297 -0.00051514531403909676 0.00064703847235407519 0.00075477305257892746 -0.0011309733052373865 -0.00063187430012257267 -0.00075562033294553251 0.00062142131050884513 0.00044638979078094544 -0.0011321386548900679
leaf_weight=0.20005713915452361 0.15018129167947414 0.17746474295563519 0.24853706441353995 0.067226545375888236 0.16293590066925379 0.26854063336213574 0.3507341420627198 0.74072356169926923 0.23623259441228839 0.09895526265609067 0.17305673357623153 0.090832667949143686 0.066017273056788173 0.11259310389141508 0.095816072542220354 0.099587212083861232 0.10830411476126744 0.30200409676763185 0.74362802796349592 0.14770505048363702 0.097074469034851063 0.27623071834932478 1.6329298301279775 0.36583903851715149 0.22710441048911512 0.80511534273682617 0.11462969412968949 0.72103810101543808 0.089313693562871332 0.20280658324554723
leaf_count=44 94 203 140 10 96 141 107 164 17 12 112 15 6 37 7 10 134 47 854 33 65 222 276 127 189 358 84 57 33 216
internal_value=0 -0.000272209 6.03173e-05 2.49651e-05 0.000107713 0.000147576 9.35049e-05 2.69639e-05 0.000141156 0.000203005 0.000248883 0.000313687 0.000363571 0.00044419 -0.00038326 -0.000401605 -3.15507e-05 5.20595e-05 -0.000675536 -0.000830455 -0.000108983 0.000127277 0.000488976 0.000123148 -0.000557084 -0.000520857 0.00025139 0.000339161 -3.39361e-06 -0.000649515
internal_weight=0 3.18026 5.99296 5.74442 4.77626 4.61333 4.34479 3.99405 3.15374 3.00356 2.90461 2.73155 2.64072 2.40448 0.968158 0.840311 1.99179 1.81433 1.18846 0.988408 0.24478 1.70602 2.33847 0.705537 0.339698 0.872342 1.42979 1.31516 0.594124 0.29212
internal_count=3910 1992 1918 1778 1403 1307 1166 1059 885 791 779 667 652 635 375 174 996 793 996 952 98 659 629 353 226 368 437 353 296 249
is_linear=0
shrinkage=0.00112622


Tree=582
num_leaves=31
num_cat=0
split_feature=1 52 47 48 50 15 44 0 159 3 3 49 11 1429 156 160 48 4 4 1212 48 13 2 457 13 42 3 43 43 3
split_gain=0.210548 0.142783 0.129132 0.139315 0.133937 0.134165 0.157253 0.149318 0.0995111 0.124394 0.129703 0.116984 0.109489 0.09439 0.118034 0.0928984 0.0901341 0.089485 0.198284 0.100158 0.12299 0.121692 0.10156 0.105488 0.0861403 0.0851203 0.0848653 0.0913515 0.0834304 0.0877265
threshold=0.10113500000000002 -0.42985499999999993 0.096475000000000019 0.12862000000000004 0.14061500000000002 0.024640000000000006 0.086480000000000015 -0.10303999999999998 -0.034019999999999988 -0.115685 -0.069909999999999986 -0.13451999999999997 0.08184000000000001 0.084545000000000009 0.082150000000000015 -0.079684999999999992 0.083775000000000002 -0.083329999999999987 -0.08422499999999998 -0.5172699999999999 0.083775000000000002 -0.10241499999999999 0.086915000000000006 0.083995000000000014 0.15641500000000003 -0.22309499999999996 0.16699000000000003 -0.024279999999999996 -0.075819999999999985 -0.10315499999999998
decision_type=2 2 2 2 2 2 2 2 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 15 -7 -1 12 17 -12 16 14 -13 -3 24 18 -11 -19 21 -21 -22 -24 -10 -17 27 28 29 -4
right_child=1 2 26 -5 -6 7 -8 -9 9 10 11 13 -14 -15 -16 25 -18 19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00086219929501457268 -0.0010643184180691352 0.00022311644904068775 0.00068835408321687769 -0.00033624756577310802 -0.001072448038329025 0.00061801022943271317 -0.00095381919172461476 -0.00071754797246806009 0.00038594942194539617 -0.00063724297503674763 -0.0010588271578613939 -1.5356698831305344e-05 -0.0007376372203303671 0.00071958922878974255 -0.00097049046894742436 -0.00025394809234205782 0.00094434315534740632 0.00072470582518454111 0.00058133254520690062 0.00018346814431087101 -0.0010669839981888446 -0.0010646868927864433 -0.00054596762977995059 0.00072648127550041714 -0.00042597884403985383 0.00095831053298357837 0.00065191753010942946 -0.0005792700479326071 0.00064878006730652955 -0.00058727480702455584
leaf_weight=0.23529263322780014 0.10577708281925913 0.31922387483791714 0.082525269128382206 0.2978247552528045 0.063277058536186703 0.18447760294657201 0.065940146392676868 0.19284236340172345 0.46681890784384428 0.34842141399167303 0.12951183402037747 2.0538566834875396 0.12802606408513384 0.17829501287997107 0.15685143476002839 0.06991276238113675 0.19739527029014425 0.060786014262703136 0.26461288132850258 0.10043474409394482 0.10924415104818763 0.70933462504581302 0.13792502723299549 0.1568000266852323 0.21492948085506214 0.97535803067876248 0.14249006600584835 0.44022431949997531 0.18521338439313695 0.22980253864079714
leaf_count=410 115 105 9 41 16 22 12 50 91 326 26 377 59 38 81 7 27 27 53 39 79 1117 116 12 45 422 27 77 32 52
internal_value=0 0.000149101 0.000188604 0.000337921 0.000445233 0.000498356 0.000646846 -6.45728e-05 -0.000186557 -0.000157189 -0.000234106 -7.64716e-05 0.0001793 -2.32164e-05 -8.31242e-05 0.000724199 0.000312829 -0.000444433 -0.000111252 -0.00060469 -0.000671269 -0.00090988 -0.000192965 0.000131002 0.000129979 0.000877229 -0.000111182 -0.000227132 8.44395e-05 -0.00025022
internal_weight=0 3.35489 3.24911 2.16886 1.87103 1.80775 1.43043 0.37732 5.64854 5.41324 4.40607 2.51851 1.00717 2.389 2.21071 1.36449 0.879144 1.88756 0.613034 1.27452 1.21374 0.809769 0.403969 0.294725 0.681748 1.04527 1.08026 0.937766 0.497541 0.312328
internal_count=3910 987 872 675 634 618 546 72 2923 2513 2291 522 222 496 458 534 163 1769 379 1390 1363 1156 207 128 136 429 197 170 93 61
is_linear=0
shrinkage=0.00106127


Tree=583
num_leaves=31
num_cat=0
split_feature=1 0 2 133 12 12 2 133 133 15 47 1 48 16 16 48 50 48 15 160 160 14 12 131 42 51 42 43 4 0
split_gain=0.0434281 0.0800899 0.0560926 0.0734451 0.0541366 0.0590892 0.0486234 0.047991 0.0554204 0.0644078 0.0533033 0.0653266 0.057602 0.0665803 0.0655558 0.0545292 0.0543839 0.0517172 0.0516536 0.04957 0.0490488 0.0488167 0.0475991 0.0570382 0.0435414 0.0443638 0.0412347 0.0486726 0.045038 0.0578925
threshold=0.076710000000000014 -0.084074999999999997 0.075670000000000015 0.084285000000000013 0.085185000000000025 0.086935000000000012 0.14808000000000002 -0.26719999999999994 -0.15498499999999996 0.083185000000000023 0.09252500000000001 0.10786000000000001 0.086215000000000014 0.081265000000000018 -0.094359999999999986 0.091555000000000011 0.11843500000000001 0.12862000000000004 -0.10469999999999999 -0.51385999999999987 -1.0000000180025095e-35 0.078275000000000025 0.129665 0.10033500000000002 -0.089744999999999978 -0.031524999999999991 0.091955000000000023 -0.24333999999999997 -0.51381999999999983 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -9 10 12 -12 13 16 18 -16 19 -17 -14 -10 -13 -21 23 -11 -3 -26 28 -28 -27 -30
right_child=6 24 3 4 5 -7 -8 8 9 22 11 20 14 -15 15 17 -18 -19 -20 21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0026467329707789509 -0.0032361740478556934 -0.0024089629207721388 -0.0033330920797957388 -0.0033269163660936329 0.002075966630649839 -0.0016468233292455568 0.0024310702208856895 0.0029523048941173758 -0.0033369644405973039 -0.0026533960261642263 -0.0024679039532575992 -0.0027117449891681479 3.8759270193569408e-05 -0.0014112447690273111 -0.0015482517540932848 0.0022802557703275944 -0.0025413339648013978 -0.0011754811435169281 -0.0033184523047795804 0.0017254649178165707 0.00050471905633635316 -0.0022875475607045401 0.0026865972677613415 0.001562661289062248 -0.0033243373855590366 -0.0019666400204400749 0.00051512396329332025 -0.0033381797368427883 -0.00013512571797281029 0.0018347701155112044
leaf_weight=0.031802490080735657 0.046947852692029168 0.07520954394749424 0.21441909923623825 0.063943108531020698 0.093463814027018088 0.094199111618308962 0.10118207607956708 0.075280987803126975 0.023223103478814622 0.20286848312753125 0.15330444538994914 0.060699673886119854 0.091722225144621916 0.11238982407303411 0.096695759002613957 0.18443833575656754 0.03918613104178803 0.064255133736878633 0.11201710253953934 0.86855212952832317 0.37120120172767201 0.034687688585108845 0.027444818202638999 0.042750471802719403 0.037323458449463942 0.063983397973061074 0.079012548871105537 0.066371037575663649 0.29867496125370963 0.36451530526574061
leaf_count=7 69 203 563 195 85 159 140 45 15 335 130 41 29 174 71 71 30 4 20 518 109 23 10 68 135 14 17 205 366 59
internal_value=0 -0.000531277 -0.0016157 -0.00190658 -0.000690901 0.000207278 0.000174884 8.73399e-05 0.000148273 6.33419e-05 0.000250946 -0.000607634 0.000559731 0.00100517 -0.000314757 0.000565526 0.00128642 0.00138739 -0.00180706 0.00144832 5.26748e-05 0.00157135 -0.00145663 -0.00191958 1.67506e-05 0.000217257 0.000368748 -0.001244 0.000691184 0.000947606
internal_weight=0 1.48292 0.497828 0.466025 0.251606 0.187663 2.70885 2.60767 2.56072 2.48544 2.21237 0.585205 1.62717 1.07804 0.549129 0.345389 0.965649 0.248693 0.203739 0.926463 0.431901 0.90324 0.273064 0.245619 0.98509 0.909881 0.872557 0.145384 0.727174 0.66319
internal_count=3910 2008 1009 1002 439 244 1902 1762 1693 1648 1235 280 955 760 195 146 586 75 49 556 150 541 413 403 999 796 661 222 439 425
is_linear=0
shrinkage=0.00331719


Tree=584
num_leaves=31
num_cat=0
split_feature=1 52 1446 484 47 15 44 48 1 0 3 3 150 403 15 50 457 474 48 52 52 130 159 133 52 42 42 39 15 12
split_gain=0.227911 0.169161 0.164878 0.138432 0.135856 0.222866 0.186184 0.194793 0.152979 0.13421 0.127989 0.136088 0.126528 0.120684 0.137995 0.120415 0.126542 0.127632 0.117286 0.116603 0.109064 0.107808 0.122341 0.138641 0.103728 0.127618 0.142088 0.208315 0.110765 0.0958033
threshold=0.094385000000000011 -0.42985499999999993 0.091520000000000018 -0.0043499999999999988 0.09252500000000001 0.024640000000000006 0.086480000000000015 0.12862000000000004 0.10956 -0.10303999999999998 -0.115685 0.084925000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11843500000000001 0.51789000000000007 -1.0000000180025095e-35 0.086870000000000017 -0.083529999999999979 -0.087604999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10599500000000002 0.08110500000000001 -0.082904999999999993 0.005105000000000001 0.035895000000000003 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=3 -2 4 -1 5 6 7 15 -7 -10 -5 13 -6 -12 18 16 17 -3 -15 -20 -13 -14 -23 -24 25 26 -16 -28 -27 -19
right_child=1 2 -4 10 12 8 -8 -9 9 -11 11 20 21 14 24 -17 -18 29 19 -21 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0011862158012725874 -0.0012717519768342619 -0.00070305210890408607 -0.0012697106619957311 0.0001903949398372909 -0.0011357994805519171 -0.0010098716644308362 -0.0011690747621175928 -0.00059346916211884537 0.0011443755250584501 -0.00039326789560296916 -0.0011277265589478952 -0.00076683709357784483 -0.0010339335327317078 -0.0010963742158176563 0.00025718647293241942 -0.00057336585404115794 -0.00071082207741998932 0.0012078761852481793 0.00051720559359593452 -0.0010376077640324461 0.00020411939666216755 -0.0008512361981995721 -0.0008769073431943615 0.00055519388489726673 -0.0012839193031040886 -0.00082000945850402285 -0.0011207267027803724 0.0012997579820587571 0.00061994720836818342 0.0004794329768879089
leaf_weight=0.24590630562306603 0.1334997097874292 0.071808361448348346 0.12276577772718145 1.0197074937823343 0.1677299067378043 0.26323702988156572 0.092620651936158427 0.17837504995986808 0.15724897870677523 0.21776311902794987 0.38229787007730909 0.22595441427256435 0.13351234898436803 0.5838953088896236 0.34492510835843848 0.097685215936507919 0.077302457997575291 1.1663868881005326 0.18380020501354011 0.13427241813042201 1.054948914243141 0.15892109324340686 0.12638343923026674 0.77903171899379253 0.11765927801025089 0.10265206938493066 0.43342136895080363 0.065891843289136887 0.52757997535445611 0.38672389546991315
leaf_count=484 144 3 35 183 26 109 13 14 19 56 743 49 11 515 82 23 6 461 52 74 79 43 24 105 133 13 151 4 153 103
internal_value=0 0.000133769 0.000178471 -0.000256431 0.000222103 0.000386524 0.000588476 0.000670762 -0.00026874 0.000251492 -0.000212266 -0.000311032 -0.00010409 -0.000464163 -0.000362452 0.00079605 0.000874637 0.000950062 -0.000758816 -0.000139149 3.28403e-05 4.03764e-05 0.00017514 0.000355292 -0.000137905 -4.64555e-05 -0.000368845 -0.000801308 0.000385407 0.00102649
internal_weight=0 4.331 4.1975 5.42291 4.07473 2.70915 2.0709 1.97828 0.638249 0.375012 5.17701 4.1573 1.36558 2.8764 2.4941 1.79991 1.70222 1.62492 0.901968 0.318073 1.2809 1.19785 1.06434 0.905415 1.59213 1.47447 0.844238 0.499313 0.630232 1.55311
internal_count=3910 1195 1051 2715 1016 807 623 610 184 75 2231 2048 209 1920 1177 596 573 567 641 126 128 183 172 129 536 403 237 155 166 564
is_linear=0
shrinkage=0.00126831


Tree=585
num_leaves=31
num_cat=0
split_feature=1455 1213 1365 1425 4 11 48 50 403 475 1373 0 49 393 484 150 148 130 160 150 133 448 1 15 403 4 49 151 42 151
split_gain=0.0433362 0.0437183 0.0450454 0.0464742 0.0614371 0.0681033 0.0484759 0.0591607 0.0456571 0.0437019 0.0424225 0.0410263 0.0390968 0.0380228 0.0387328 0.0912425 0.0408083 0.0411676 0.0443472 0.0592746 0.0904261 0.0419865 0.0450586 0.0663252 0.0648962 0.05737 0.05889 0.0507743 0.0578161 0.0434934
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 0.11379500000000002 0.11901000000000002 -0.084084999999999979 -0.086004999999999984 0.11103 0.15480500000000005 -0.083359999999999976 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 0.10530000000000002 -0.23515499999999998 -0.092169999999999988 -0.22988499999999998 -0.031394999999999992 -0.083779999999999979 0.087545000000000026 -0.097794999999999979 0.090530000000000013 -0.0025899999999999994 -0.12164499999999999 -0.079634999999999997 0.08110500000000001 -0.090394999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 7 -6 11 -2 13 -3 -11 -10 15 -15 17 -16 19 -19 -21 -20 23 -23 29 26 -24 -27 -29 -25
right_child=1 2 -4 -5 6 -7 -8 -9 10 12 -12 -13 -14 14 16 -17 -18 18 21 20 -22 22 25 24 -26 27 -28 28 -30 -31
leaf_value=-0.0032037249926313801 0.0036772098592942337 -0.0036692035869960683 -0.0025796878571594344 -0.0037238003221408294 0.002629432713327412 -0.0029955017185966859 -0.00063780747322145215 -0.0016691116915892393 -0.0036713456790964582 0.0034526376298588575 -0.0035081779509088923 0.0037066431171452587 -0.0036692737973273637 -0.003025757463397357 -0.003209113228472752 0.0033633308909080217 -0.0028269962580401093 0.0032755777068009034 -0.0030626126415813867 0.00199626760830226 -0.0032388196877246203 -0.0036836036396681727 -0.001241101189458106 -0.0024317030026831583 -0.0032224236029918833 0.0032720701404254865 0.0026224527641857801 -0.00044211797662553414 0.002334356399426322 0.00070452245607195837
leaf_weight=0.05877922142508385 0.015213488135486841 0.07152892023214219 0.086598461877656407 0.042353213139904144 0.30967440636050003 0.10163150897551521 0.12208095315872924 0.049862136860610917 0.034157914229584363 0.011522950269863941 0.042612742390701785 0.011781442910432816 0.10065351611046924 0.12623802221651548 0.042369897604662365 0.039321016214671545 0.054456855737953336 0.036724275443702936 0.041857934164004962 0.061775323057645437 0.15607315042780578 0.057257346747068616 0.060584448834561044 0.062590705936605207 0.064817328486242221 0.077788388378394302 0.4182374787505978 0.48714078889315693 0.12678405008773552 1.1327276448637076
leaf_count=189 4 426 73 94 383 123 44 14 43 4 18 1 560 416 25 19 13 4 23 49 261 71 42 69 52 25 315 100 40 410
internal_value=0 -3.62251e-05 3.241e-05 9.14336e-05 0.000134068 -4.38425e-05 0.00135622 0.00203329 4.97022e-05 -0.00214772 0.000121072 -0.00262614 -0.0029377 0.000171269 0.00021435 -0.00150832 0.000313338 0.000373837 0.000428359 -0.0010287 -0.00175431 0.000574983 0.000636184 0.000171587 0.000346757 0.00115907 0.0021336 0.00048447 0.000131263 0.0005403
internal_weight=0 4.04642 3.91903 3.83243 3.79007 3.30846 0.481617 0.359537 3.20683 0.12739 3.12352 0.0833104 0.112176 3.0809 3.04674 0.165559 2.88119 2.82673 2.78436 0.254573 0.217848 2.52979 2.48793 1.31739 1.26014 1.17054 0.478822 0.691713 0.613925 1.19532
internal_count=3910 3721 3153 3080 2986 2545 441 397 2422 568 1995 427 564 1977 1934 435 1499 1486 1461 314 310 1147 1124 602 531 522 357 165 140 479
is_linear=0
shrinkage=0.00366245


Tree=586
num_leaves=31
num_cat=0
split_feature=31 1 52 0 3 47 47 2 15 3 12 43 402 0 12 52 3 9 124 2 2 1 133 52 457 12 3 2 4 474
split_gain=0.0415167 0.040686 0.0430054 0.0440105 0.0410642 0.0758533 0.0463921 0.046799 0.0589408 0.0457812 0.0619518 0.0730226 0.0558223 0.0531508 0.0544295 0.0529814 0.053257 0.0516919 0.0501247 0.0619718 0.0486476 0.045987 0.0768299 0.0867502 0.0388949 0.0466513 0.0931099 0.0421408 0.0386722 0.0363849
threshold=-1.0000000180025095e-35 0.10113500000000002 -0.42985499999999993 -1.0000000180025095e-35 -0.115685 1.0000000180025095e-35 0.085165000000000018 0.12068000000000001 0.079360000000000014 0.10223 0.094045000000000004 -0.18906999999999999 -0.47918499999999992 -0.082994999999999985 0.088590000000000016 -0.0066199999999999991 -0.089974999999999986 0.084755000000000011 -0.078884999999999983 0.099015000000000006 0.10325000000000002 0.087545000000000026 -0.090054999999999982 0.086950000000000013 0.082870000000000013 0.085185000000000025 0.090325000000000003 0.092175000000000021 -0.23071499999999998 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 4 -3 -4 6 9 7 8 28 10 11 -6 -12 14 15 24 -17 21 -15 -20 -21 22 -18 -24 27 26 -26 29 -2 -13
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 12 13 -14 18 -16 16 17 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0033841574352055834 -0.001149948876579093 -0.0037426055324520061 0.00031421727261039258 0.0031881755043309257 0.0028574469797722985 -0.0031669708244647537 0.0030897852486123489 0.00378209060484625 -0.0037526739756411033 0.001031213074851314 0.0028413456086769503 -0.0037534584355346187 -0.0037591294152763441 0.0018912228828381655 -0.0037479958631402121 -0.0037481301515450319 -0.0037510401295864563 -0.0037417223984641413 -0.0037567415204832633 0.0026128546580093306 -0.0037508959878068964 0.0034369089501458013 0.0025867643106322088 -0.0037663213728908042 -0.0031247580697688327 0.0028017727062470211 0.0019274133235129328 0.0011338323002202701 0.0015442702031934561 0.00020259996453570933
leaf_weight=0.047721788449053171 0.14004219968046527 0.034587890591865178 1.3435817525933087 0.078716421552598947 0.088347411683571742 0.15452793885106064 0.083658962228582823 0.041610331274569035 0.060881125184096163 0.25373422738266516 0.020560504213790409 0.13866226189838948 0.13722653438753685 0.039472243139243801 0.058286043471071025 0.03216323994092829 0.044943042262275523 0.027243049698881805 0.18818849221588507 0.046268323409094592 0.026289154272490123 0.12663159827206982 0.19195092033760353 0.035549748034554796 0.11054294987479807 0.066555026540299878 0.094364831689745188 0.047252235295673017 0.1584951482409459 0.042354499817520264
leaf_count=113 41 115 680 96 37 256 30 4 93 65 8 213 562 18 197 57 103 19 551 14 66 33 150 144 59 14 16 13 82 61
internal_value=0 -0.000121398 0.000373186 0.000473275 -0.000414806 -0.000654349 0.000559356 3.14815e-05 -0.000402731 -0.000440612 -0.000679568 -0.000430323 -0.00289905 -0.000650921 -0.00024303 -2.98301e-05 0.000887255 0.00123697 -0.00203199 -0.00262589 0.000307129 0.00157684 0.000712282 0.00159402 -0.000871215 8.44761e-05 -0.000798115 -0.00200774 0.000280427 -0.00282782
internal_weight=0 3.91269 1.45689 1.4223 2.4558 1.97111 0.484688 0.401029 0.359418 1.81659 1.56285 1.40507 0.157787 1.31672 1.0165 0.958213 0.458482 0.426318 0.300218 0.260746 0.0725575 0.399075 0.272444 0.227501 0.499732 0.271463 0.204908 0.228269 0.298537 0.181017
internal_count=3910 3797 891 776 2906 2656 250 220 216 2400 2335 1765 570 1728 1079 882 506 449 649 631 80 430 397 294 376 89 75 287 123 274
is_linear=0
shrinkage=0.0037357


Tree=587
num_leaves=31
num_cat=0
split_feature=482 31 2 123 1446 484 41 4 15 159 133 1374 0 457 402 50 123 14 3 393 151 15 124 474 1 0 11 34 3 133
split_gain=0.0404241 0.0432485 0.0376003 0.0487043 0.0433162 0.0427693 0.0434461 0.053474 0.0596954 0.0537316 0.0448776 0.0435737 0.0599372 0.0465466 0.0429132 0.0422427 0.0431636 0.0424966 0.0487459 0.0435741 0.0406918 0.0483091 0.0500602 0.0466869 0.0445575 0.058472 0.0519712 0.040138 0.0420702 0.0511029
threshold=0.099580000000000016 -1.0000000180025095e-35 0.099015000000000006 0.086020000000000013 0.091660000000000005 -0.0043499999999999988 0.078535000000000008 0.27608500000000008 -0.11739999999999999 0.10392000000000001 0.098810000000000023 -0.094679999999999986 -0.23029999999999998 -0.066264999999999991 -0.50199999999999989 0.10119500000000002 0.10103000000000001 0.080670000000000006 -0.15121499999999996 0.087665000000000007 -0.40391999999999995 -0.074174999999999977 -0.43954999999999994 -1.0000000180025095e-35 0.091655000000000014 -0.23274999999999998 0.096860000000000016 -1.0000000180025095e-35 -0.078884999999999997 -0.091614999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -3 7 8 -7 10 11 -10 -13 -14 -12 16 17 18 -15 27 -4 22 -22 -24 -25 -26 -27 -20 29 -29
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 14 12 13 15 -16 -17 -18 -19 19 -21 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.0029686489672915389 -0.0027757078636235508 -0.0021544261252399049 -0.0024017623136168608 0.0021759543578679353 -0.0029573598941333235 -0.0020642813049219569 -0.0019760667811832009 0.0028810132170120966 -0.0017907420065251076 -0.002967574796161665 0.0018505046637555223 0.0022468101180907747 -0.0024683908013722745 0.0028365910865160875 -0.0029390091402812799 -0.0029510110168713475 -0.0029672288254206495 -0.002957512055381516 -0.002474300242275654 -0.002954106733816915 -0.002959121814028725 -0.00011450020717911337 -0.0025316618135754914 -0.0010082595787273998 -0.00075533034235713669 0.002728496883576308 -0.0013922994313181935 -0.0027252586969140329 0.0010479538499811084 0.00022675264207219724
leaf_weight=0.041373137244591685 0.046978699211649544 0.10279624925897346 0.048627523799950612 0.11182386841392133 0.037756556976091704 0.13680389671844917 0.11439443603740063 0.050556396479805588 0.094875476223026278 0.053122124206765764 0.020644397125579417 0.12216336996789445 0.058779689026780324 0.070423090925033516 0.075924822144770476 0.035844228628775343 0.034474512707674765 0.032496556505065999 0.040466024503987286 0.034342774620199523 0.025439670978812501 0.77526474559363134 0.02626238299490069 0.053530254182078019 0.062316253868630156 0.29627378678196692 0.029168970591854304 0.05647212850908645 0.60849463036628315 0.51382469821601195
leaf_count=111 133 446 29 143 53 130 104 66 49 83 24 23 76 17 317 121 8 24 36 75 8 515 8 123 21 199 9 188 261 510
internal_value=0 -2.63457e-05 -5.96254e-05 0.000307588 0.000153356 -0.000298229 -0.000209649 -0.000110582 -0.000186616 -4.79429e-05 3.82592e-05 0.000149048 0.000263516 0.000100428 -0.00191512 0.000206252 0.000287611 0.00037033 0.000452007 0.000318049 0.000242544 0.000343932 0.00106485 0.0012838 0.00151086 0.00185863 0.00235916 0.000410216 0.000509237 -6.55624e-05
internal_weight=0 3.76474 3.72336 1.46646 1.35464 2.2569 2.1541 2.03971 1.98915 1.85235 1.79923 1.70266 1.60778 1.48562 0.0965692 1.42684 1.39099 1.35652 1.32402 1.2536 1.31688 1.26826 0.492991 0.467552 0.441289 0.387759 0.325443 1.21926 1.17879 0.570297
internal_count=3910 3777 3666 1108 965 2558 2112 2008 1942 1812 1729 1388 1339 1316 341 1240 1119 1111 1087 1070 912 883 368 360 352 229 208 995 959 698
is_linear=0
shrinkage=0.00294557


Tree=588
num_leaves=31
num_cat=0
split_feature=39 13 1 457 132 133 51 12 133 52 151 0 16 0 133 16 0 49 43 133 49 157 48 160 44 394 394 51 2 12
split_gain=0.24979 0.215512 0.211346 0.197081 0.176989 0.219433 0.17494 0.169113 0.146173 0.149047 0.159908 0.140462 0.144563 0.124805 0.123839 0.128276 0.177894 0.155142 0.181252 0.133747 0.120426 0.154979 0.112462 0.114328 0.105933 0.110623 0.172852 0.125473 0.104873 0.150474
threshold=0.005105000000000001 -0.10023999999999998 0.086245000000000002 0.081330000000000013 0.079995000000000011 0.084285000000000013 -0.40274499999999996 0.081660000000000024 -0.26719999999999994 0.11588000000000002 -0.083274999999999988 -0.07773999999999999 0.31524000000000002 0.024745000000000003 0.083815000000000014 -0.095109999999999986 -0.23129999999999998 -1.0000000180025095e-35 -0.50992999999999988 -0.065674999999999983 -0.047309999999999998 -0.064944999999999989 0.11930500000000001 -0.23073999999999997 0.13998500000000003 -0.082514999999999991 -0.083659999999999984 -0.024374999999999997 0.091525000000000009 0.10809500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 13 4 5 14 -4 -6 -1 10 -10 -9 -13 -2 15 19 -17 -18 -19 -3 -5 -22 23 -21 25 26 -20 -27 -12 -30
right_child=2 3 6 20 7 -7 -8 11 9 -11 28 12 -14 -15 -16 16 17 18 24 22 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.001183625285526757 -0.00096445150676567311 -0.001146767679548288 -0.0011879660578672129 0.00039216428654286118 0.0011542902400644556 -0.0010644220735345654 0.00076131504023033896 -0.0011157911971191128 -0.00052693997420257173 -0.00079165210561081502 0.00011038081062149769 0.00084494767379703799 -0.001178903987851703 0.00037308547822636248 0.0011079021630924703 0.00069581522866719349 -0.0011862121319975744 0.00074842491981434603 -0.0011744171581343007 -0.00089051276724694446 0.00076696190896640337 -0.0007217677170168181 -0.00094349201553790634 0.00023861591709091977 0.0012323429093192633 -0.00023499480539530842 0.001239992631162895 -0.00083346567878595673 0.0010052604303174813 -0.00040463020737379951
leaf_weight=0.095858083404891548 0.21453947204281654 0.14578995828924224 0.067388711089733877 0.98032775725005195 0.20200031233252946 0.58951451667962818 1.0195892051124245 0.13833997859910596 0.21288787978119206 0.15477366559207428 0.4515605386259256 0.19619166570919333 0.064349430991569534 0.173023884446593 0.083400830924801883 0.16878104562056062 0.43596752440498665 0.1675473956420318 0.064601814479829045 0.13632297750154965 0.13143907756602857 0.3561109170768757 0.14832245255820442 1.2708110424427994 0.046770267188548931 0.74147133470251092 0.11007839425292365 1.3689606727530226 0.74085699800343718 0.12088922713883221
leaf_count=47 71 110 10 110 47 851 361 133 33 54 86 56 28 17 9 31 114 17 110 45 28 83 22 137 1 276 7 872 132 12
internal_value=0 -0.000143415 0.000375583 -0.000229851 -0.000322893 -0.000389106 0.000640467 0.000280785 0.000223723 0.000303977 0.000415087 -0.000161574 0.000345089 -0.000367321 -0.000307674 -0.000332242 -0.000473965 -0.000541226 -0.000428723 -7.36459e-05 0.000155482 -0.00032042 2.69357e-05 0.000129226 -0.000513302 -0.000549031 0.000347074 -0.000623201 0.00056779 0.000807475
internal_weight=0 9.32393 1.47454 7.5471 6.07922 5.47834 1.08698 0.600881 1.77683 1.68097 1.52619 0.398881 0.260541 0.387563 4.88883 4.80542 3.10418 2.9354 2.49943 1.70125 1.46788 0.48755 1.55546 1.40713 2.33188 2.28511 0.17468 2.11043 1.31331 0.861746
internal_count=3910 3451 459 3087 2866 2602 371 264 364 317 263 217 84 88 1751 1742 1428 1397 1283 314 221 111 204 182 1266 1265 117 1148 230 144
is_linear=0
shrinkage=0.00117172


Tree=589
num_leaves=31
num_cat=0
split_feature=1213 475 482 31 1365 4 11 47 1 16 128 43 13 4 49 12 376 130 156 1446 376 15 4 158 160 148 9 48 49 151
split_gain=0.037061 0.0389115 0.0382901 0.0385575 0.0372069 0.0411415 0.0593355 0.0519079 0.0540806 0.0672819 0.0420378 0.037839 0.0653473 0.0594115 0.0469362 0.062281 0.0467002 0.0505896 0.0386937 0.0384071 0.0408489 0.0475241 0.0813202 0.0621658 0.0495933 0.0663039 0.0455984 0.0425118 0.0418378 0.0403958
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.099580000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 0.08184000000000001 0.12339500000000002 0.11235500000000002 -0.54165499999999989 0.10681000000000002 -0.17307499999999998 0.17936000000000002 -0.51381999999999983 -0.073619999999999977 0.051320000000000005 0.088415000000000007 1.0000000180025095e-35 0.10477500000000002 0.083530000000000007 0.048695000000000009 -0.095799999999999982 1.0000000180025095e-35 0.090625000000000025 -0.092169999999999988 0.081145000000000009 0.081505000000000008 0.085575000000000012 0.51898500000000014 -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 -1 3 -2 5 6 10 8 9 -7 11 12 -5 -13 -14 -16 17 18 19 20 21 22 27 24 28 26 29 -15 -23 -26
right_child=2 -3 -4 4 -6 7 -8 -9 -10 -11 -12 13 14 16 15 -17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0042220183596557732 0.0042371617593423188 -0.0033986314431097724 -0.0039105940557534018 0.0034134178111999199 -0.0028862388098877647 0.0042283706684868748 -0.0033692419079360157 -0.0025219096786082691 0.0029582729519281449 -0.00061662108055498231 -0.0042439220638012358 -0.0040683577583766192 0.0042269582265020006 0.0030715379870114292 0.0010020336695213115 -0.0042413475794263701 0.0038705705414333932 -0.0040929183627956894 -0.0039747579128375224 -0.0042201358811221534 0.0032284656424237169 -0.0038672674669851153 -0.0033894061376767387 -0.0032792427051619808 -0.0026299210778656375 -0.0042377590996246252 -0.0037930633442606696 -0.0024178791845258993 0.0042354013356077592 0.0010112481679540918
leaf_weight=0.013495144434273243 0.03828278619767056 0.097798816588238302 0.044005787767673499 0.14978133400655114 0.077730312184939865 0.062928371542511741 0.098328844113893754 0.065254390661721118 0.23941300934893661 0.26168034483453073 0.04153210783488237 0.067217858825645904 0.034088007170794299 0.073720985647928727 0.095618430224931217 0.069045305379859201 0.052393111152923555 0.056079982686696783 0.043494594304320233 0.036927333412677288 0.071711563803546485 0.074566777626393077 0.1741447718368363 0.08376761471345151 0.056026666354234034 0.048487625637790299 0.037981411151122191 0.037757335153401073 0.013288640882819891 1.4383323671904498
leaf_count=4 111 588 132 44 71 47 148 20 254 107 78 51 20 23 26 69 24 254 94 190 49 181 97 139 71 17 36 76 2 887
internal_value=0 -0.00247458 -1.00771e-05 3.76077e-05 -7.53616e-06 5.66975e-05 -0.000157973 0.00103041 0.00144139 0.000322625 -4.33993e-05 2.08707e-05 0.001315 -0.000169775 -0.000266381 -0.00119657 -5.57729e-05 -0.000147352 -4.63265e-05 3.32676e-05 0.000107714 -2.09218e-06 -0.00159337 0.000257262 0.000434794 0.000605771 0.000759035 0.00121229 -0.00264169 0.000874733
internal_weight=0 0.111294 3.64359 3.59958 3.5613 3.48357 2.85429 0.629276 0.564022 0.324609 2.75596 2.71443 0.348533 2.3659 0.198752 0.164664 2.29868 2.24629 2.19021 2.14671 2.10979 2.03807 0.285623 1.75245 1.66868 1.58083 1.53234 0.111478 0.0878554 1.49436
internal_count=3910 592 3318 3186 3075 3004 2576 428 408 154 2428 2350 159 2191 115 95 2140 2116 1862 1768 1578 1529 196 1333 1194 1011 994 99 183 958
is_linear=0
shrinkage=0.004207


Tree=590
num_leaves=31
num_cat=0
split_feature=1 39 3 51 4 47 50 48 42 38 42 0 4 42 52 160 3 2 43 16 160 52 16 0 0 4 43 49 151 52
split_gain=0.187448 0.16693 0.159773 0.144936 0.130294 0.213298 0.167335 0.190653 0.125541 0.105714 0.120888 0.0990045 0.124209 0.16616 0.144204 0.0928417 0.125305 0.128735 0.0916002 0.0873838 0.14808 0.130274 0.0953219 0.0857757 0.0865232 0.0853944 0.0845493 0.0821042 0.0755601 0.0896938
threshold=0.094385000000000011 0.084155000000000021 0.31335500000000011 -0.40274499999999996 -0.034289999999999994 0.09252500000000001 0.11581000000000001 0.12862000000000004 -0.097204999999999986 0.13905500000000001 -0.0060199999999999993 -0.060094999999999989 -0.49837999999999999 0.092635000000000009 0.10433000000000002 0.093550000000000008 0.086245000000000016 0.086245000000000002 -0.074254999999999988 -0.083564999999999987 0.086620000000000016 0.086950000000000013 -0.084184999999999996 0.047345000000000005 -0.032484999999999993 0.053925000000000008 -0.077224999999999988 0.14121000000000003 -0.010684999999999998 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 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 4 -3 27 6 7 8 -6 10 -5 15 14 23 -13 16 19 -18 26 21 25 22 28 24 -14 -21 -7 -2 -1 -30
right_child=1 3 -4 9 5 18 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00051935358930400995 -0.00093817967846615558 -0.0012366384627517028 0.00090078756073566114 -0.0001078879577573231 -0.00066888641148270375 -0.00058184477363704308 -0.0012344625644577375 -0.00091938278032191879 0.00055245830824201278 -0.0012355764539517483 0.001118396420425472 -0.0012404634163091664 0.00047018445656883499 -0.0012432840192663347 0.00015010304932163549 -0.0011131842042009213 0.00083214659502049118 -0.00035342960466876682 -0.00090385998623876787 -0.00096704876256065706 0.00047927790196808384 -0.0011750350125370669 0.0011883829741309909 0.00061177084468534151 -0.00078949938998129719 0.00054134245038404678 0.00064157224229092298 0.00040157979289404556 -0.00058857720326299038 0.00082366664450975917
leaf_weight=0.14756855939776869 0.57991918969855838 0.069958485139068216 0.17433921194606217 0.17008542933035642 0.14157725384575393 0.2268524143146351 0.12557390797883261 0.18468511244282115 1.0728218936565093 0.042675009928643703 0.4014428275550016 0.2863938859954942 0.15141947339725448 0.12375195064305444 0.18078601765591884 0.41833923774174753 0.18286373755836383 0.53234493313357234 0.61256974593561597 1.4511444385352663 0.12351318725268345 0.23623542493805871 0.071778326208005394 0.46513098763534799 0.1743221223587168 0.058006275416118913 0.13326351324212737 0.07700338025460951 0.63339007692411542 0.074717508410685696
leaf_count=25 265 10 120 24 14 41 30 11 237 4 304 80 48 75 19 247 18 59 109 1279 21 350 8 53 20 50 13 13 353 10
internal_value=0 -0.000122538 -0.000235263 0.000425894 -0.000298053 -0.000170979 0.000113585 0.000234578 0.000410071 0.000615259 0.000753457 -0.00047163 -0.000190955 7.02612e-05 -0.000702352 -0.000570319 -0.000505646 -5.03028e-05 -0.000617026 -0.000622107 -0.000804041 -0.000366851 -0.000160996 0.000275798 -0.000203941 -0.000909072 -0.00012911 -0.000781135 -0.000274188 -0.000439561
internal_weight=0 4.01277 3.32861 0.684162 3.15427 2.49734 1.52466 1.39908 1.2144 0.614203 0.571528 5.31171 1.3818 0.914625 0.46718 3.9299 3.51156 0.715209 0.972686 2.79635 1.63266 1.16369 0.927454 0.790873 0.325742 1.50915 0.360116 0.656923 0.855676 0.708108
internal_count=3910 1195 853 342 733 455 292 262 251 332 328 2715 295 196 99 2420 2173 77 163 2096 1350 746 396 121 68 1329 54 278 388 363
is_linear=0
shrinkage=0.00121906


Tree=591
num_leaves=31
num_cat=0
split_feature=1425 4 482 133 52 1374 42 123 1365 42 158 480 43 0 0 132 40 15 15 14 1 48 51 42 49 151 48 1374 52 133
split_gain=0.0353746 0.0480805 0.0458488 0.0422753 0.0422831 0.0394054 0.0395006 0.0566824 0.0607196 0.055956 0.0485047 0.044773 0.0425363 0.0559553 0.0489222 0.0453913 0.043978 0.0421388 0.0418688 0.048416 0.0424256 0.0662817 0.0657477 0.0474286 0.0411697 0.04897 0.0447407 0.0725971 0.0520385 0.0522352
threshold=1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 -0.26719999999999994 -0.51745999999999992 0.098580000000000015 -1.0000000180025095e-35 0.086020000000000013 1.0000000180025095e-35 -0.082904999999999993 0.11015500000000002 0.084085000000000007 0.0016850000000000001 -0.10462499999999998 -0.07773999999999999 0.080815000000000012 0.10611000000000002 -0.26361999999999991 -0.19153499999999998 0.077685000000000018 0.10264000000000002 0.12862000000000004 0.13669500000000004 0.10269500000000001 -0.085974999999999982 0.087190000000000017 0.093225000000000016 -0.094679999999999986 -0.11271999999999999 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 3 -1 -5 6 9 8 10 12 11 17 13 -6 -15 16 -16 -8 -19 20 24 23 -23 -22 25 -20 27 -26 -29 -30
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 21 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0023790715857880426 -0.0031708339810373907 0.0021652062208360506 -0.0029775443534512188 -0.0031297113393494486 0.0015363533361520364 -0.0028415546023279809 0.0028044390882060121 0.0030474468183167001 -0.0028727039686951123 -0.0025385483298786368 -0.0031328059030695425 -0.0024424812261522153 0.0019597674930520886 -0.003141523037055189 -0.002337012225926023 0.0018188327661479626 0.0021427368679622074 -0.001947579285810877 -0.001822856151346107 -0.0021283364886917921 0.0022363552178768938 -0.0024655648157070704 0.001284761537914639 -0.00077880890068849826 -0.0029835371752374223 0.0012094680642806108 0.0023676526245997791 -0.0020454817828688019 0.0007368704212567976 -0.0018897047233102174
leaf_weight=0.074961819138481434 0.035662322604366525 0.093912069229190709 0.053320776941291004 0.041825334650640644 0.091295296806492843 0.045975419621754443 0.066307815308395468 0.067956938723000238 0.063126508754976274 0.12329434490948488 0.041260165857238351 0.05756670027722055 0.076601850693805318 0.092698052161267697 0.10469648987054825 0.062244225551694399 0.026917750015854836 0.079827645294248906 0.18527524511410498 0.074379897239850723 0.36704794867546287 0.08401863144536037 0.10008492568158545 0.05919618293773965 0.065237465931210603 0.072361910131803597 0.10329785107751388 0.079825394292588281 1.109453203974655 0.079267265497492079
leaf_count=228 94 212 148 177 50 37 49 109 63 334 130 199 33 287 95 37 3 50 66 64 219 16 29 24 46 27 83 97 705 199
internal_value=0 -4.24059e-05 -0.000100817 -5.69418e-05 -6.05933e-06 3.26028e-05 7.22461e-05 0.000228061 0.00015677 -0.00067089 0.00022964 0.000283347 -0.00016419 -0.00059478 -0.00127375 -0.000380626 -0.00142081 0.000345478 0.000279179 0.000353884 0.00043398 0.00114063 -0.00042676 0.00181761 0.000179484 -0.000971175 0.000385772 0.00023228 0.00039766 0.000561723
internal_weight=0 3.64324 3.54932 3.496 3.42104 3.37922 3.33324 2.75549 2.68753 0.577748 2.62441 2.58315 0.454454 0.377852 0.286557 0.193858 0.131614 2.52558 2.45927 2.37945 2.30507 0.610348 0.184104 0.426244 1.69472 0.257637 1.43708 1.33378 1.26855 1.18872
internal_count=3910 3816 3604 3456 3228 3051 3014 2175 2066 839 2003 1873 505 472 422 135 98 1674 1625 1575 1511 288 45 243 1223 93 1130 1047 1001 904
is_linear=0
shrinkage=0.00312586


Tree=592
num_leaves=31
num_cat=0
split_feature=1 52 1446 47 15 48 44 484 3 3 403 15 39 1 0 43 0 48 52 0 14 3 52 0 150 130 159 133 11 1
split_gain=0.151327 0.121175 0.114259 0.108584 0.176715 0.125097 0.13427 0.106807 0.110805 0.122267 0.106472 0.127288 0.122167 0.105971 0.12097 0.0993093 0.106646 0.0983785 0.139015 0.0952892 0.0936849 0.0878769 0.0874464 0.0867666 0.0863174 0.0952033 0.0942007 0.121448 0.0841549 0.0834097
threshold=0.094385000000000011 -0.42985499999999993 0.091520000000000018 0.09252500000000001 0.024640000000000006 0.12862000000000004 0.086480000000000015 -0.0043499999999999988 -0.115685 0.084925000000000014 -1.0000000180025095e-35 0.083935000000000023 0.005105000000000001 0.10956 -0.10303999999999998 0.0033500000000000005 -0.084304999999999977 0.086870000000000017 -0.083529999999999979 -0.11524 -0.46879999999999994 -0.055684999999999991 -0.094124999999999986 -0.13506999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.111225 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 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 20 -1 -9 10 -10 12 17 -6 -15 16 -13 19 -19 -12 23 -17 -11 -3 -5 -26 -27 -28 -22 -29
right_child=1 2 -4 24 13 -7 -8 8 9 22 11 15 -14 14 -16 21 -18 18 -20 -21 28 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.001049566961366633 -0.0011515386833910843 -0.0011956751312543318 -0.0011411784038721875 -0.00097654642771873121 -0.00088277308638757884 -0.00046171800077164269 -0.0010339600095456982 0.00020858303570376501 -0.0010475311669039132 -0.0007915410608583238 -0.0001861139873188078 -0.0011526774908359636 0.00022162436471606108 0.001048496231427174 -0.00045356503882893715 -0.0011592406113440793 0.00054220835890122165 0.00060488629422001902 -0.0011577475716698573 -0.0010921078619544147 0.00085878866092404388 0.00083739608599620518 0.00020713323447886541 0.00054348719739385598 -0.0010037989417335104 -0.00081254065895746091 -0.00085915713586206784 -0.00041202333057255682 -0.00063718583504549973 0.00068396359095755654
leaf_weight=0.18932171366031969 0.096416109932761507 0.062216026242822409 0.087400055461330228 0.13211469264933839 0.20918870240711829 0.15496724063996214 0.061892065219581016 0.82746573503754905 0.2989366360579887 0.13357313380402047 0.20237800460017752 0.055092280101234792 0.24167141926591273 0.1239159680553712 0.16492297787044663 0.12237505726807285 0.44234622265139467 0.15814791442971909 0.094225196451588999 0.63036104089951528 1.221388407480845 0.038159512434503995 0.86484155785001338 0.096678083915322399 0.10751287714811042 0.11704757375264307 0.10280581720144255 0.11155587791290578 0.051724284305237123 0.51311811633058824
leaf_count=484 144 3 35 26 109 14 13 183 743 41 37 62 65 19 56 172 178 42 66 551 538 4 87 49 11 43 24 18 6 87
internal_value=0 0.000117977 0.000154862 0.00018992 0.00033957 0.0005207 0.00062261 -0.000205953 -0.000167089 -0.000261801 -0.000408403 -0.00031214 -0.000517006 -0.000260114 0.00019084 0.000100966 0.000354496 -0.00068151 -5.32049e-05 -0.000871927 0.000694207 -0.000684635 7.35254e-05 -0.000137493 -0.000106423 1.43239e-05 0.000143936 0.000297828 0.00079801 0.000488239
internal_weight=0 3.41486 3.31845 3.23105 2.14689 1.64887 1.4939 4.2989 4.10957 3.28211 2.28369 1.98476 1.32678 0.498028 0.288839 0.657973 0.497439 1.08511 0.252373 0.832739 1.43201 0.160535 0.998415 0.158894 1.08415 0.95204 0.844527 0.72748 1.27311 0.624674
internal_count=3910 1195 1051 1016 807 623 609 2715 2231 2048 1920 1177 761 184 75 416 240 696 108 588 596 176 128 52 209 183 172 129 544 105
is_linear=0
shrinkage=0.00114875


Tree=593
num_leaves=31
num_cat=0
split_feature=39 13 457 1 403 132 133 51 1375 133 133 52 484 1 0 15 151 12 3 16 43 1 47 52 13 13 124 160 43 1429
split_gain=0.17544 0.151887 0.16119 0.136344 0.13375 0.201008 0.153517 0.130425 0.126424 0.118379 0.113818 0.105621 0.103421 0.102842 0.100294 0.100241 0.10131 0.0966758 0.116821 0.11443 0.0957576 0.094366 0.0990132 0.103507 0.122795 0.112151 0.0905769 0.0883074 0.088035 0.0860743
threshold=0.005105000000000001 -0.10023999999999998 0.081330000000000013 0.088010000000000019 -1.0000000180025095e-35 0.079995000000000011 0.084285000000000013 -0.40274499999999996 -0.43271999999999994 0.083815000000000014 -0.26719999999999994 -0.11051499999999999 -1.0000000180025095e-35 0.11931500000000002 0.024745000000000003 -0.19153499999999998 -0.083274999999999988 0.10852500000000001 0.097615000000000021 -0.40374499999999997 0.052855000000000006 0.12864500000000004 0.11603500000000001 -0.010284999999999997 -1.0000000180025095e-35 -0.077799999999999994 -0.52484999999999993 -1.0000000180025095e-35 -0.071214999999999987 0.084920000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 4 14 -3 6 9 -5 -4 12 -1 -10 -6 15 -2 -12 -17 18 19 -18 -21 22 23 29 25 27 -9 -25 -29 -14
right_child=3 2 8 7 5 -7 -8 26 11 -11 13 -13 21 -15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0013053541433832214 -0.0010128062430990938 -0.001071716413911059 -0.00066649745844770411 -0.0013061352605116775 -0.0010916086668876133 0.00056460973185018038 -0.0011247977709310541 -0.0011091547920506297 -0.00081444961617128931 0.001244378002539414 -0.0010214726161156405 0.00055721233917546426 -0.00078709464832665962 0.001225662483550714 0.00043408914882958453 -0.00061303958697534995 0.00091318818871848344 -0.00065668809511427377 0.0012430982163295088 -0.0013102286544480566 0.00030312406492141736 0.00040417354778458291 -0.0013160199744680196 -0.0013062424888767952 8.2980391127417192e-05 -0.0013048126085864141 0.00083406730117563301 0.0010339145840418628 -0.00042958369308061616 0.00059128491559209625
leaf_weight=0.07733921456747328 0.17730096574086907 0.39405818543309568 0.23238398750982014 0.055476006178651005 0.27262877574321542 0.42189298385710561 0.40933325922924257 0.042191879241727293 0.10607349801284727 0.082249851402593666 0.10745404424960714 0.82218957103032131 0.78256976203192774 0.17764028920646513 0.14636498715844937 0.1741171452158593 0.21530954960326165 0.11222873156657442 0.31041910959174857 0.10560807762522062 0.14764992781420005 0.32086398178944353 0.16244338099204458 0.086670156932089015 1.4557753678709537 0.23686728641769161 0.8272401347203413 0.11883305759693208 0.16334792067573056 0.08395487543384661
leaf_count=47 74 841 19 10 213 162 574 6 37 9 15 165 278 106 17 27 38 9 49 50 23 46 57 73 251 195 352 9 117 41
internal_value=0 -0.000159193 -0.000247414 0.000364161 -0.000348389 -0.000286391 -0.000372375 0.000617053 0.000186843 -0.000290598 0.000220944 0.000400471 -0.000324868 0.000308355 -0.000358506 0.000169412 0.000289529 0.000465865 0.000627591 0.000219827 -0.000369641 -0.000263591 -0.000332921 -0.00027838 -0.000120683 -0.000610165 0.000739766 -0.000164079 0.00018673 -0.000653548
internal_weight=0 7.5799 6.15214 1.24857 4.99149 4.59743 4.17554 0.924908 1.16065 3.7662 1.42777 0.928263 3.68395 1.35043 0.323666 1.17279 1.06533 0.891215 0.778987 0.468568 0.253258 3.41133 3.09046 2.92802 2.06149 0.605718 0.869432 0.368851 0.282181 0.866525
internal_count=3910 3451 3087 459 2866 2025 1863 368 221 1289 364 202 1280 317 91 211 196 169 160 111 73 1067 1021 964 645 394 358 199 126 319
is_linear=0
shrinkage=0.00129368


Tree=594
num_leaves=31
num_cat=0
split_feature=39 51 1 12 13 133 42 483 4 158 155 453 3 1348 1456 15 42 3 0 41 455 1374 9 133 1374 43 160 457 484 48
split_gain=0.0368298 0.0429419 0.0463791 0.0505745 0.0414076 0.0507258 0.0639405 0.0442951 0.0433621 0.0408776 0.0482936 0.0476231 0.0449218 0.043138 0.0470581 0.0391331 0.145592 0.0686272 0.0584805 0.054636 0.0501013 0.0463381 0.0501833 0.0516331 0.057611 0.0640432 0.0548652 0.0720333 0.0597252 0.0473452
threshold=0.005105000000000001 -0.40274499999999996 0.092550000000000007 -0.095029999999999989 -0.26418499999999995 0.093130000000000004 -0.09547499999999999 0.083960000000000021 0.62104500000000018 0.084965000000000027 0.088680000000000023 0.089535000000000017 0.090325000000000003 0.090260000000000021 -1.0000000180025095e-35 0.085285000000000014 0.08622500000000001 -0.10315499999999998 -0.053834999999999994 0.080335000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.083710000000000021 -0.090054999999999982 -0.094679999999999986 -0.089949999999999988 -1.0000000180025095e-35 -0.0015249999999999997 0.085515000000000022 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2 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 7 -7 9 -9 10 11 13 -11 14 -6 17 20 19 21 -16 -17 22 23 -19 29 -26 28 -28 -27 -25
right_child=1 2 -4 -5 5 6 -8 8 -10 12 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0010086950668816493 -0.0033985820711566334 -0.0030632844257916418 0.0018483511662619472 0.00099709301620499969 -0.0033931690271889938 0.0017195952120328576 -0.003342692935958205 -0.0032597019341145195 0.003396093125555194 -0.0031017107159336593 -0.0033922604570493144 -0.0033968497818513501 0.0026306857186141437 0.0034063126161531184 0.0020143429769641382 0.0034348637912156141 0.0013890344574573434 -0.0024169985276075059 -0.0023908296144605932 -0.00061877698204424977 -0.0030114348217123942 -0.0026831476002917684 -0.0033875010387464243 -0.003414708104579819 -0.0018648181206185428 -0.0022378413901967902 -0.0019116512523641219 0.0019689834257690915 0.0013043603613530018 0.00042139833299979231
leaf_weight=0.29061663869924892 0.026254729289576062 0.054636904826111277 0.29069875240020338 0.098307813173960201 0.045354862626485803 0.037116966912435601 0.12396322284848782 0.088525539271813503 0.012830142768507358 0.093127906235167646 0.048503863792575319 0.045913169054983771 0.018811803209246136 0.04386930576947623 0.37436899863814987 0.014720281586050987 0.18659038431360386 0.07051415831847796 0.11569029905239636 0.11885703137158998 0.22147104096029568 0.06421402782689245 0.041624105215305351 0.070208620880297889 0.08940449274814799 0.10115126847177081 0.060165415604391481 0.60959463066181585 0.11814316279560444 0.077481070067733526
leaf_count=161 20 42 354 43 146 50 562 274 14 235 183 30 6 25 149 1 241 163 84 54 364 57 43 42 77 125 39 280 41 5
internal_value=0 0.000806 0.00105483 -0.000453408 -0.000208776 -0.000331111 -0.00217621 -0.000222288 -0.00241718 -0.000137694 -4.87468e-05 1.6928e-05 -0.00213836 8.16041e-05 2.03099e-05 8.66358e-05 -0.000844887 0.000292677 -8.54139e-05 0.00137982 -0.00260968 0.000119357 0.000264687 0.000391723 0.000567592 0.000864915 0.00113942 0.00162038 -0.000329508 -0.00140221
internal_weight=0 0.469898 0.443643 0.152945 3.18283 2.89222 0.16108 2.73114 0.101356 2.62978 2.51784 2.46934 0.11194 2.42342 2.37955 2.3342 0.422782 1.91142 1.41819 0.493226 0.236191 1.3025 1.23829 1.19666 1.12615 0.978459 0.889054 0.66976 0.219294 0.14769
internal_count=3910 459 439 85 3451 3290 612 2678 288 2390 2149 1966 241 1936 1911 1765 606 1159 956 203 365 872 815 772 609 562 485 319 166 47
is_linear=0
shrinkage=0.00338353


Tree=595
num_leaves=31
num_cat=0
split_feature=1 52 1446 0 3 47 15 48 44 1 49 12 4 1186 4 52 42 52 12 43 457 474 48 0 2 49 1212 133 16 12
split_gain=0.180104 0.128113 0.133782 0.125029 0.165822 0.124583 0.158241 0.136257 0.143088 0.131421 0.119989 0.10286 0.12485 0.102414 0.101246 0.21098 0.130893 0.118356 0.0975716 0.124367 0.100661 0.110766 0.096709 0.0959492 0.11593 0.0833658 0.084871 0.0861296 0.108515 0.0814661
threshold=0.094385000000000011 -0.42985499999999993 0.091520000000000018 -0.070894999999999986 0.084925000000000014 0.09252500000000001 0.024640000000000006 0.12862000000000004 0.086480000000000015 0.10956 -0.082494999999999985 0.088590000000000016 0.39574000000000004 0.085080000000000003 -0.49837999999999999 0.10433000000000002 0.09901500000000002 0.11401500000000002 0.091475000000000015 -0.00059999999999999995 0.51789000000000007 -1.0000000180025095e-35 0.084500000000000006 0.047345000000000005 0.10137500000000001 -0.47013499999999991 -0.5172699999999999 -0.0056849999999999991 -0.50763499999999995 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=3 -2 5 4 11 6 7 8 18 -8 -6 13 -13 25 15 -5 17 23 20 -20 21 -3 -12 24 -16 -1 -27 -28 -29 -30
right_child=1 2 -4 14 10 -7 9 -9 -10 -11 22 12 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0011154541251453126 -0.001246183975512298 -0.00057527404669007083 -0.0012420939725899624 -0.0012630044102457741 -0.00079243080261800927 -0.00013740051932026353 -0.00093336890165189091 -0.00046968546211539918 -0.0011062994555565988 0.00032551562493689359 0.00076920009919482384 -0.0011313992868911219 0.0012524559693644105 0.00059582578982856065 0.0004230848722041449 0.00046627557011174453 -0.0012627282761073491 -0.00082786843932538385 -0.00078313058403032382 0.00082998084339018703 -0.00062260459252759482 0.0010702880295089603 -0.00014655485192278752 0.00089087391464472653 -0.0010682070966922146 0.0011236505559973843 -0.0011330596150721114 0.00064197844348795672 -0.00039057992173731213 -0.0012483681639805545
leaf_weight=0.048846416320884711 0.10198007871804327 0.067056706175209091 0.10107624536976789 0.23539425797935098 0.19261310374713503 1.0881669848749878 0.22989253487685335 0.1827017088071442 0.067669515614397713 0.28990468707343098 0.35838490341120621 0.56917462276214781 0.036124736536294222 0.14751381982205192 0.37890918988705358 0.20329169192700647 0.083268893979038583 0.11660910056161811 0.134582469749148 0.16388359593111079 0.0641532847075722 1.1127010335258092 0.35484722565161064 0.4816852473304607 0.10237372232950293 0.046427782937826678 0.34313649430259818 0.13083087262930337 0.88823768285510574 0.21205446599378774
leaf_count=5 144 3 35 80 24 209 109 14 13 75 46 905 6 37 44 19 129 41 45 56 6 486 31 49 116 14 408 25 447 289
internal_value=0 0.000127641 0.00016765 -0.000238089 -0.000375457 0.000209551 0.000372808 0.000547953 0.000663431 -0.000231256 7.84158e-05 -0.000545184 -0.000989129 -0.000397296 4.73785e-05 -0.000461638 0.000239406 0.000355267 0.000741075 0.000102607 0.00089427 0.000976755 0.000313594 0.000498537 0.000105872 -0.000485045 -0.000533283 -0.000582149 -0.0004286 -0.000555898
internal_weight=0 3.60377 3.50179 4.92972 3.32819 3.40071 2.31255 1.79275 1.61005 0.519797 0.905845 2.42235 0.605299 1.81705 1.60153 0.438686 1.16285 1.07958 1.54238 0.298466 1.24391 1.17976 0.713232 0.962968 0.481283 1.66953 1.62069 1.57426 1.23112 1.10029
internal_count=3910 1195 1051 2715 2237 1016 807 623 609 184 101 2136 911 1225 478 99 379 250 596 101 495 489 77 209 160 1188 1183 1169 761 736
is_linear=0
shrinkage=0.00124344


Tree=596
num_leaves=31
num_cat=0
split_feature=39 13 133 1 51 42 484 150 48 0 3 42 160 0 1186 0 9 47 457 133 1212 4 41 0 4 1 2 14 1374 1186
split_gain=0.21728 0.240929 0.217505 0.176423 0.177552 0.171768 0.155218 0.250749 0.161623 0.173435 0.257906 0.215343 0.2868 0.202651 0.182613 0.174252 0.173566 0.15267 0.151038 0.142292 0.156626 0.137093 0.153542 0.133105 0.132271 0.128253 0.205518 0.142603 0.124235 0.122067
threshold=0.005105000000000001 -0.23438999999999996 0.093130000000000004 0.088010000000000019 -0.40274499999999996 -0.09547499999999999 -0.0043499999999999988 0.10139000000000002 0.12675000000000003 -0.11991499999999998 -0.100615 0.083725000000000008 -1.0000000180025095e-35 -0.053834999999999994 0.085080000000000003 -0.074249999999999997 -1.0000000180025095e-35 0.13439000000000004 -0.0015249999999999997 -1.0000000180025095e-35 -0.5172699999999999 -0.34687499999999999 0.077300000000000021 0.024745000000000003 0.39574000000000004 0.085990000000000011 0.080080000000000012 -0.13131999999999996 -0.094679999999999986 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 -1 6 23 -5 -4 7 -3 9 18 15 14 -13 19 16 -11 -12 -10 -8 20 -14 -17 -23 -2 -18 26 -20 -27 -29 -16
right_child=3 2 5 4 -6 -7 8 -9 17 10 11 12 13 -15 29 21 24 -19 25 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00046146576572922047 -0.00099909459113089842 -0.0011040026718726376 0.0004403782255126306 -0.0012854923932646282 0.00073798474343773446 -0.0012606496343952754 -0.00043044581249687897 0.00083414014041431768 -0.0013225039370959714 -0.00039062678529840506 0.00056740289019186147 -0.0012288239163100866 0.0011068481178757327 -0.0011819088496025048 0.0011180185295822337 -5.3316920538252073e-05 -0.0012790194816947728 0.00013434130590654297 0.00091518954943852577 0.00054328521624459028 -0.0012731517933552844 0.0011338900118780906 -0.00027434532548768325 0.00040795538434246507 0.0012710751075090715 -0.00047336836069629244 -0.00084040780189492258 4.4509814179758332e-05 0.00089435625135363497 -0.00095316167873019054
leaf_weight=0.91704825891065311 0.23147520820202849 0.56960329706998614 0.11753866138315061 0.074589250958524533 1.0764859704650005 0.50912887649974514 0.49762707663467187 0.13232450815849006 0.32800655148457725 0.61557862766494498 0.09908647518022462 0.31171265523153113 0.062129317819198726 0.16572228795848776 0.1168631087639368 0.5235828307486371 0.96467071046937425 0.17878146655857563 0.16412790585308945 0.90196467114583356 0.15657596649543859 0.53425723550025939 0.16240535679389723 0.20299339733901434 0.033868024431285448 0.20333321584621522 0.30959402045846218 0.3799639663775457 1.0181670549791288 0.075246709537168499
leaf_count=170 74 472 50 10 358 562 37 11 40 95 11 332 19 67 5 101 705 18 10 145 192 88 23 17 20 19 80 17 115 47
internal_value=0 -0.000158253 -0.000220487 0.000346943 0.000606864 -0.000941602 -0.000167355 -0.000738632 -0.000115967 -6.78613e-05 -0.000212173 -0.000448464 -0.000137326 0.00012716 -0.000833992 0.000159523 -0.00103365 -0.000808567 0.000197094 0.000320743 -0.000597047 0.000437058 0.000805603 -0.00034169 -0.00119253 0.000347577 -0.000232155 0.000519065 0.000663397 0.000306766
internal_weight=0 10.0489 9.13186 1.58554 1.15108 0.626668 8.50519 0.701928 7.80327 7.29648 4.72366 2.88784 1.5981 1.28639 1.28974 1.83582 1.09763 0.506788 2.57281 1.12067 0.218705 1.22025 0.696663 0.434469 0.998539 2.07519 0.473722 1.60146 1.39813 0.19211
internal_count=3910 3451 3281 459 368 612 2669 483 2186 2128 1850 1543 755 423 788 307 736 58 278 356 211 212 111 91 725 241 90 151 132 52
is_linear=0
shrinkage=0.00126831


Tree=597
num_leaves=31
num_cat=0
split_feature=1213 156 475 151 1 0 43 39 48 51 51 2 148 16 38 14 3 52 0 13 12 15 3 484 454 42 403 0 124 4
split_gain=0.0360583 0.0371426 0.0352487 0.0383055 0.0337742 0.040501 0.0422368 0.0442807 0.0579943 0.0526377 0.051348 0.0459568 0.0526071 0.0407247 0.037724 0.0358001 0.0384753 0.0499756 0.0505745 0.0450631 0.0452027 0.0347016 0.0445815 0.0332846 0.034863 0.0356278 0.0367058 0.0425513 0.0410009 0.0446693
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.082489999999999994 0.10113500000000002 -0.017269999999999997 -0.27619499999999997 0.005105000000000001 0.12675000000000003 0.13118000000000002 0.13605000000000003 0.10457000000000001 -0.07964499999999998 0.050115000000000007 0.13905500000000001 0.077685000000000018 -0.15464999999999998 0.11401500000000002 -0.14674999999999996 -0.45122499999999993 0.10129000000000001 -0.12259499999999998 -0.074234999999999982 -0.0043499999999999988 -1.0000000180025095e-35 -0.09602999999999999 -1.0000000180025095e-35 -0.14012999999999998 -1.0000000180025095e-35 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 15 6 -6 8 10 -10 11 21 -13 -14 -9 16 -3 19 -19 -18 23 -8 -23 -21 -25 -26 27 -27 -28 -30
right_child=1 4 3 -5 5 -7 7 14 9 -11 -12 12 13 -15 -16 -17 17 18 -20 20 -22 22 -24 24 25 26 28 -29 29 -31
leaf_value=0.0033281216165739823 -0.0033216059588364985 0.0011542723548542172 0.0031431877555351817 -0.0033230327752808474 -0.002560259150579764 0.0022596562780658148 -0.0025133859033606293 0.0023914235012996855 -0.0032283956740178248 0.00019599932181015004 -0.0028573346977481709 -0.001836344272288533 0.0026924535612260513 5.2764629415974403e-05 -0.003331492820966201 -0.0033268812407308444 0.0016230751093676754 0.0015637460422664336 -0.0033372487503291796 -0.0026586002800454687 -0.0027108716487840041 0.0011628158270516431 -0.0015961297048775441 -0.0033352470996607826 -0.0027329313594011465 0.0026502548486841289 0.0023644331826984614 -0.003320323762258845 -0.0033371451869977347 0.00016191954758580245
leaf_weight=0.012476310599595308 0.037079436444401703 0.21343045184767251 0.011378140876331599 0.088422262347649272 0.056183169537689426 0.12119857332436357 0.056049629962217296 0.15880311791988788 0.097487477367394604 0.10012189848930575 0.046658885294164065 0.044690194787108006 0.24430190758721471 0.087291463343717624 0.013773566810414195 0.040574923321400891 0.14012675760022975 0.029624985247210134 0.10631313241765394 0.058696451306787689 0.083749768362395227 0.2125820070377813 0.09248708023005725 0.036023026071234976 0.051802917791065606 0.016504958490259014 0.089881461757614356 0.064324143209433582 0.04155463953247851 1.1846143317552482
leaf_count=4 196 67 7 581 18 207 18 235 35 30 28 17 157 35 4 90 22 22 330 310 172 93 45 35 97 7 52 362 48 586
internal_value=0 -1.90931e-05 -0.00192866 -0.00258583 1.6006e-05 0.000431417 0.000248358 0.000385068 0.000112649 -0.00149337 0.00051742 0.000730956 0.00154222 0.00199756 0.00193467 -0.000240422 -0.000181257 -0.000331026 -0.00226918 -0.000181944 -0.000337389 -0.000114372 0.000326393 -0.000208596 -0.000111737 -3.15814e-05 6.85975e-05 -0.00210116 0.000201859 4.33369e-05
internal_weight=0 3.52593 0.112277 0.0998004 3.48885 1.33163 1.21043 1.15425 0.981671 0.197609 0.784061 0.737402 0.376284 0.331593 0.172577 2.15722 2.11665 1.90322 0.135938 1.76728 1.62715 0.361119 0.305069 1.5434 1.48471 1.44868 1.39688 0.0808291 1.31605 1.22617
internal_count=3910 3318 592 588 3122 922 715 697 458 65 393 365 209 192 239 2200 2110 2043 352 1691 1669 156 138 1497 1187 1152 1055 369 686 634
is_linear=0
shrinkage=0.00331719


Tree=598
num_leaves=31
num_cat=0
split_feature=1425 4 482 133 52 1348 14 11 3 13 39 42 52 0 0 0 16 1 2 457 0 43 1186 44 1212 9 159 42 150 1
split_gain=0.0341669 0.0421105 0.0404938 0.0376379 0.0380679 0.0352461 0.0410563 0.0444913 0.0425194 0.0447191 0.0574442 0.0677583 0.0573196 0.0524095 0.046853 0.0451986 0.0639615 0.0599769 0.0674849 0.0762892 0.0488282 0.0574322 0.0874688 0.0631364 0.0624281 0.0486062 0.0422241 0.0547874 0.0663338 0.039532
threshold=1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 -0.26719999999999994 -0.51745999999999992 0.093200000000000019 0.077685000000000018 0.088160000000000002 -0.14218999999999996 -0.10023999999999998 0.005105000000000001 -0.0060199999999999993 0.11588000000000002 0.12500000000000003 0.076335000000000014 -0.10575999999999998 -0.013279999999999998 0.077800000000000022 0.11260500000000001 -0.0015249999999999997 -0.089879999999999974 -0.074254999999999988 0.085080000000000003 0.13998500000000003 -0.50114499999999984 -0.016839999999999997 0.089930000000000024 -1.0000000180025095e-35 0.08882000000000001 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=1 2 3 -1 -5 6 7 8 -6 12 13 -12 29 14 15 16 17 -11 19 -19 25 26 23 24 -23 -17 27 -22 -29 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 9 10 11 -13 -14 -15 -16 20 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0028621263333834766 -0.0039437346477256543 0.00260573577568989 -0.0036649068756974749 -0.0038908099831985159 0.0016645512966040675 0.0038080100413367393 -0.0029113482263274978 -0.002264543815924469 0.0007736238417749441 -0.0039166170027553331 -0.00065852916730158636 0.0029600350269561185 -0.0025970649777024919 -0.0038557736226658228 0.003748050737395666 0.0039431397493353221 0.0023513201094874708 -0.0023698331737712435 -0.0025242547608019254 0.0013827068291362725 -0.0022695803998116371 0.0033244579337338982 0.0031968900025822321 0.003972485783903087 -0.0034945735565736599 -0.0035959977899139594 -0.0033558968458066835 0.0020347844446145904 -0.0038982035769972237 0.0033065426119003589
leaf_weight=0.071228894318666636 0.034361649113179626 0.087975500319771416 0.04793128111077738 0.037672608220420289 0.25744434460648635 0.037047511599666794 0.071767588027796481 0.11945050710346539 0.30599240535230254 0.063578696424883674 0.14302036588924238 0.17238966817058088 0.057038127690248075 0.066652647947648691 0.041243366838898399 0.014128801412880421 0.16810731549049118 0.1015871662821155 0.12515234830061672 0.42096955225497368 0.074366559154896095 0.021928632164422313 0.04657476624197443 0.021148407831788063 0.26983277313204512 0.15072738608569447 0.042334529113759345 0.283539771196051 0.031643221649574116 0.13376956213323865
leaf_count=228 94 212 148 177 117 31 104 53 59 71 61 204 30 32 5 1 39 27 42 91 228 24 32 1 966 293 112 236 82 110
internal_value=0 -4.90912e-05 -0.00011782 -6.70742e-05 -6.35997e-06 3.87859e-05 -4.79198e-06 6.17965e-05 0.000154019 1.29028e-05 -0.000219285 0.00131922 0.00106865 -0.000468967 -0.000348693 -0.00044074 0.000195222 -0.000314355 3.92405e-05 0.000653198 -0.0010256 -0.000624746 -0.00177238 -0.00251203 -0.00298206 -0.00294987 0.000330504 0.000731126 0.00143913 0.0015441
internal_weight=0 3.48624 3.39827 3.35034 3.27911 3.24144 3.20439 3.13262 3.01317 2.75573 2.25893 0.31541 0.4968 1.94352 1.87686 1.83562 0.879395 0.711288 0.647709 0.522557 0.956225 0.791369 0.359485 0.31291 0.291761 0.164856 0.431884 0.38955 0.315183 0.439762
internal_count=3910 3816 3604 3456 3228 3051 3020 2916 2863 2746 2547 265 199 2282 2250 2245 270 231 160 118 1975 1681 1023 991 990 294 658 546 318 169
is_linear=0
shrinkage=0.00388662


Tree=599
num_leaves=31
num_cat=0
split_feature=1456 151 1 47 13 51 3 15 44 0 401 43 123 1456 130 1373 147 129 3 13 16 43 4 132 52 2 160 160 403 1
split_gain=0.0325624 0.0376165 0.0349637 0.0412712 0.0377511 0.0500367 0.0533145 0.0394401 0.0363083 0.0378376 0.0341588 0.0346633 0.0394949 0.0407302 0.0408516 0.0336655 0.0328421 0.0336241 0.0369154 0.0449421 0.0595622 0.0532014 0.0389783 0.0361275 0.0337315 0.0357308 0.0544649 0.045359 0.0387241 0.0416966
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.12811000000000003 0.11764000000000001 -0.052124999999999998 -0.40274499999999996 0.11265500000000002 -0.073314999999999991 0.081835000000000019 -0.26606499999999994 0.10072000000000002 0.40422000000000008 1.0000000180025095e-35 1.0000000180025095e-35 0.079100000000000018 0.11103 -1.0000000180025095e-35 0.092070000000000013 -0.5217799999999998 0.16421000000000002 -0.25582999999999995 -0.17307499999999998 -0.51381999999999983 0.09858500000000002 -0.51745999999999992 0.089910000000000004 0.088095000000000021 -0.092169999999999988 -1.0000000180025095e-35 0.099115000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 9 -2 11 12 13 14 15 16 -11 18 -18 21 -21 -20 -23 24 -24 26 27 -26 -29 -30
right_child=2 -3 4 -5 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00090176922191518921 0.0032109018362232442 -0.0031955788454798156 0.0024585083509079718 -0.0020783163259582211 -0.0032008591704754002 0.0028123784929987507 0.0014689573821111738 -0.0024651647456326304 -0.0028273041584384096 -0.0032044610325622715 -0.003192673599313182 -0.0031239552218597288 0.0014040174066173865 -0.0031929805753470467 -0.0027384200071696924 -0.0032063558291058657 0.0026782046014249467 -0.0030481159067274216 0.0022786488889154784 0.002010143298298077 -0.0026225180986635 -0.0030894612475773926 -0.0031910826159480504 -0.0029877781169454728 -0.0027136470184246416 0.00066275235046029638 -0.0029856962234426766 -0.0023862828599287489 9.8806650334378474e-05 0.002297328186297895
leaf_weight=0.034088119236912462 0.036715341240780464 0.068650385694809635 0.11343025223231962 0.10594193455381162 0.036752557440195233 0.08097789910789277 0.048395409019576618 0.055742688025929965 0.047102977317990624 0.030445571697787943 0.034658570582223436 0.035796270998161961 0.19820603545485926 0.0418720386210224 0.054988650513223436 0.032012514238885958 0.058365023134688498 0.033381996820935345 0.12178533399128921 0.036868590701487847 0.12017411516399068 0.038037390309915042 0.028831937972886634 0.036132650054241711 0.056646098178141036 1.0685028468064954 0.066913125270730234 0.0517437901917287 0.49528723885210824 0.10656421006569872
leaf_count=41 24 328 177 94 20 94 25 18 33 15 179 110 212 298 280 16 24 115 26 9 75 27 171 53 122 517 72 322 375 38
internal_value=0 -0.0018361 -1.3149e-05 -0.000124507 0.000962264 0.000197309 0.000871974 -0.000636886 -5.13919e-05 -4.42456e-06 -4.7396e-05 -7.20853e-06 3.44717e-05 -7.50487e-05 -2.14701e-05 4.1259e-05 8.55052e-05 0.000128694 0.000175087 0.0001095 -0.00153492 0.000234229 0.000106459 0.000170084 0.000230955 0.000284413 -0.000235763 2.33129e-05 0.000260521 0.000488078
internal_weight=0 0.102739 3.27227 2.93697 0.335299 0.221869 0.185116 0.104138 2.83103 2.78393 2.74721 2.71256 2.67676 2.47855 2.43668 2.38169 2.34968 2.31923 2.28585 2.22749 0.157043 2.07044 1.94866 1.91062 1.87449 1.84566 0.777154 0.710241 0.653595 0.601851
internal_count=3910 369 3541 3207 334 157 137 43 3113 3080 3056 2877 2767 2555 2257 1977 1961 1946 1831 1807 84 1723 1697 1670 1617 1446 929 857 735 413
is_linear=0
shrinkage=0.00318838


Tree=600
num_leaves=31
num_cat=0
split_feature=160 1425 15 50 1348 14 11 3 1213 132 133 13 1 49 13 124 151 52 2 13 15 151 403 0 12 0 160 52 151 157
split_gain=0.0317316 0.0313322 0.0396755 0.0543749 0.0325249 0.0433822 0.0394346 0.0420564 0.0434381 0.0411995 0.0367917 0.0365014 0.0552174 0.0588927 0.05328 0.0460208 0.0441826 0.0481443 0.0511018 0.108515 0.0414098 0.0424343 0.0438841 0.0390794 0.103629 0.0480888 0.0382812 0.0357621 0.0486826 0.0512401
threshold=-0.40446999999999994 1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.093505000000000019 0.077685000000000018 0.087830000000000005 -0.12008499999999998 -1.0000000180025095e-35 0.079995000000000011 -0.26719999999999994 -0.083514999999999992 0.08844500000000001 -0.10837499999999999 -0.077799999999999994 -0.25305999999999995 -0.083559999999999982 0.11588000000000002 0.091525000000000009 -0.084084999999999979 -0.11739999999999999 -0.086909999999999987 -1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -0.070894999999999986 -0.096329999999999985 -0.23815499999999998 0.079335000000000017 -0.071454999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -10 12 13 -12 -13 -14 -15 18 19 -18 -16 -22 -23 25 -25 27 -17 -24 29 -29
right_child=1 -3 4 -5 -6 -7 -8 8 10 -11 11 14 15 16 20 26 17 -19 -20 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0022480449053579711 0.0026887919753088374 -0.0036412474937813771 0.00043381672994233591 -0.0018433849264461446 0.0034717645143798985 -0.0029579242412630319 -0.0022560529342865879 -0.0030975139348771142 -0.0035997526056376025 0.0031800650368310327 -0.0036251073515324323 -0.0031928713139866721 -0.0028362942558345151 -0.0036034970634145347 -0.0022211465255290962 -0.0021632238490653256 -0.0033091483748983329 -0.0036266366869669633 0.0022249072099157132 0.0028917034253297148 0.0019991688361562462 -0.0035948906653060267 -0.0036077809165408511 0.0014923812379330935 -0.0033465653992470279 0.002413973634298165 0.0029599574854731773 0.0024478965644294678 0.0030647102355920194 -0.00048523006952246966
leaf_weight=0.084326585662211406 0.14401847310182425 0.03044912392124377 0.26152496098075317 0.044729093191563152 0.032813263125717529 0.067978964130816055 0.10128064786840685 0.062612531136668426 0.037398113817293299 0.09638674017151061 0.053211383642974397 0.078894266914634081 0.022934501292183995 0.033017804341852752 0.11644994097423778 0.020666220236307709 0.081263617161766888 0.03024845083746186 0.21067718260110269 0.065885804956909433 0.12550380447283194 0.046994644887494608 0.034670109582296327 0.096529551561616245 0.13954258206237635 0.11755607762233922 0.20866997323355463 0.086854229528857241 0.066302802180871367 0.66250871248416465
leaf_count=305 274 93 130 19 30 103 79 529 175 45 27 228 7 132 102 13 176 27 60 16 82 377 47 49 139 112 172 28 22 312
internal_value=0 -1.64128e-05 1.86583e-05 0.00161476 -8.31749e-05 -0.000123047 -5.56085e-05 2.5247e-05 -0.00014609 0.00117339 -6.69748e-05 -9.49123e-06 0.000656049 -6.58452e-05 -0.00031714 0.00201331 0.000383921 0.000723174 0.00109088 -0.000532732 -0.00016517 8.76755e-06 -0.000190922 -5.80536e-05 -0.00136793 0.000261429 0.00249829 -3.61531e-05 0.00011566 -0.000145269
internal_weight=0 3.17757 3.14712 0.188748 2.95838 2.92556 2.85758 2.7563 2.39839 0.357912 2.33578 2.29838 0.726575 0.474304 1.57181 0.252271 0.421093 0.388075 0.357827 0.147149 1.49291 1.37646 1.25096 1.20396 0.236072 0.967892 0.229336 0.850336 0.815666 0.749363
internal_count=3910 3605 3512 293 3219 3189 3086 3007 2832 175 2303 2128 630 438 1498 192 411 279 252 192 1270 1168 1086 709 188 521 185 409 362 340
is_linear=0
shrinkage=0.00359063


Tree=601
num_leaves=31
num_cat=0
split_feature=158 9 1 47 128 50 160 15 151 1186 1186 2 15 159 3 49 403 2 52 13 2 0 3 156 42 484 0 160 4 49
split_gain=0.0299588 0.0319593 0.0311515 0.0335948 0.0324247 0.0369629 0.0363594 0.0354594 0.0888628 0.0289425 0.036544 0.0358192 0.045211 0.0498925 0.0606477 0.051878 0.0455984 0.0484493 0.0435979 0.0426176 0.0485547 0.0518298 0.0373546 0.0454759 0.0392397 0.0470509 0.0634975 0.0365859 0.0439336 0.034631
threshold=0.11136500000000001 -0.016839999999999997 0.11561500000000001 0.11669500000000001 0.086435000000000012 0.10625000000000001 0.11220500000000001 0.10043500000000001 0.14975000000000002 0.09005500000000001 0.085080000000000003 0.097940000000000013 -0.11739999999999999 0.09141500000000001 -0.12008499999999998 -0.085974999999999982 -1.0000000180025095e-35 0.096750000000000017 0.11588000000000002 -0.089899999999999994 0.11230000000000001 -0.13027499999999997 0.086245000000000016 0.080810000000000007 0.08110500000000001 0.087420000000000012 -0.07773999999999999 -1.0000000180025095e-35 -0.10647999999999999 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 10 11 12 -3 14 -14 -16 -17 22 19 -13 21 -21 23 24 25 26 -18 -26 -29 -22
right_child=-2 2 -4 -5 6 -7 -8 8 -10 -11 -12 18 13 -15 15 16 17 -19 -20 20 29 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0034038553118505318 -0.0029022777987290408 -0.0025100574688312455 0.00070131893564912852 -0.0029216523446398174 -0.0033979271240846673 -0.0025453744272992116 0.0032396519880698409 -0.0033963547942819517 0.0026686302389372762 -0.0034045026165455535 0.0027013112166543946 0.0021378056182371078 0.001996642079895868 -0.0028456573577326327 -0.002498397731289403 -0.0033862625127048193 -0.0024710869356845463 -0.0034289894699333513 -0.0015694602708160961 0.0026511941621802136 0.0011701896891008396 -0.00024232313630154006 0.0014364837433368677 -0.0032192763017495391 -0.0025286494368945314 0.0032689938746112376 0.0013448642895828038 -0.0034050025296860501 0.0019230744452025399 -0.0020567783167236161
leaf_weight=0.030758442207116654 0.042077378574731372 0.096763238745555369 0.50947745939447475 0.051446654117171309 0.061760364264728085 0.068347024370268517 0.011154349331263802 0.098440543938067893 0.038462920130768907 0.026927619994239538 0.061260712134753592 0.22299140374343551 0.15957222776160351 0.071946026720979606 0.10504880331609834 0.043100935842634858 0.15942106523698385 0.040646963936524116 0.090999878970251302 0.14179778457400971 0.055298750521615148 0.14168631426309719 0.25399672298408404 0.049541915333293218 0.02887971988821314 0.029374425906098622 0.072682143234477081 0.019245054107162152 0.2231828475651062 0.12222348020895879
leaf_count=118 158 159 449 75 211 314 10 269 9 41 30 90 96 122 66 512 150 28 50 75 19 187 67 130 100 5 46 4 207 113
internal_value=0 -2.78682e-05 -6.24119e-05 -0.000215229 -0.000159418 -9.24862e-05 -0.00238252 -2.12527e-05 -0.0016924 8.19628e-05 0.000124838 5.06806e-05 -0.000281473 -0.000109868 5.62754e-05 -0.000245766 1.14275e-05 0.000178416 0.00063073 0.000923446 0.000336054 0.001205 0.000353742 -0.000118523 0.000169806 -0.000765537 -0.00127614 0.00107126 0.00150011 -0.00105157
internal_weight=0 3.08644 3.05568 2.5462 2.49475 2.42184 0.0729147 2.35349 0.136903 2.21659 2.18966 2.1284 1.3534 1.25664 1.18469 1.02512 0.920072 0.876971 0.774998 0.683998 0.461006 0.283484 0.836324 0.582327 0.532785 0.261478 0.232103 0.271308 0.242428 0.177522
internal_count=3910 3752 3634 3185 3110 2889 221 2575 278 2297 2256 2226 1692 1533 1411 1315 1249 737 534 484 394 262 709 642 512 201 196 311 211 132
is_linear=0
shrinkage=0.00338353


Tree=602
num_leaves=31
num_cat=0
split_feature=4 11 151 48 15 1 0 40 156 1213 48 474 50 47 15 42 9 52 2 393 1213 13 13 12 43 0 403 15 3 4
split_gain=0.124557 0.143133 0.134713 0.132102 0.188329 0.192598 0.135989 0.127214 0.101414 0.109224 0.0898376 0.0885247 0.0865634 0.0884252 0.0859034 0.0823431 0.0909492 0.0966176 0.100522 0.0934673 0.0877765 0.0747212 0.108193 0.109862 0.0944324 0.0850845 0.10115 0.0727575 0.090791 0.0959459
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 0.016865000000000002 -0.0063699999999999989 0.095575000000000007 0.047345000000000005 -0.08347499999999998 0.013700000000000002 -1.0000000180025095e-35 0.084500000000000006 -1.0000000180025095e-35 0.11901000000000002 0.096475000000000019 0.083185000000000023 -0.09602999999999999 0.081505000000000008 0.11401500000000002 0.11203000000000002 0.085305000000000006 0.041025000000000006 -0.5337599999999999 -0.083514999999999992 -1.0000000180025095e-35 -0.14839499999999997 -0.22384499999999996 0.084685000000000024 -0.18057999999999996 0.24227500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 -6 -9 -4 13 -13 -10 -11 17 19 -19 20 21 -17 -23 -24 -25 -26 -27 -12 29 -29
right_child=2 -3 11 6 8 -7 -8 10 14 15 27 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.0012474535741513421 -0.0011895846781470138 -0.0011136715909614823 -0.0013195645919420974 0.00126531166647837 -0.001271163459976344 -0.00021490019693348283 0.0012095470572333501 0.0010737048083535683 0.00079632285677593809 -0.001068924393984068 -0.0010928713543420401 0.00099358591118913929 -0.00043019078793817667 4.5311862664714613e-05 -0.00075374913674207996 -0.001042460944382222 -0.0012722432647965906 -0.0012832408580903611 0.00058318568544753722 -0.0012749669744703889 -0.00092426314174457835 0.00078868236596451311 0.0011758501919620745 0.0006054983226697118 0.00074909246451300784 -0.00084424871529679318 0.00040602016505155006 -0.00034584165383420379 0.0012726315750050936 0.00030972464853101789
leaf_weight=0.50275595059974854 0.084137819707393646 0.22873476942550031 0.04176360386190936 0.13234213611576739 0.13168679165937769 0.68858755722612841 0.18237155953102036 0.11285536100331217 0.34070367019739922 0.12830316703912226 0.10990437074724457 0.55721860044286564 0.12065427913330495 0.22088928788434714 0.069191890463116579 0.067294195410796509 0.089656689611729123 0.16150706901498768 0.065140613838593708 0.072836299423215567 0.10629623406748567 0.52754665616157681 0.12859422514156982 0.23741952861019067 0.099546714402095837 0.40832594283892298 0.13970444864025922 0.94319064884257364 0.082146278553409391 0.57993927295683534
leaf_count=750 20 160 4 62 488 181 41 25 111 84 75 385 16 47 32 5 36 194 20 92 180 70 17 33 12 268 28 312 48 114
internal_value=0 -0.000128647 0.000347968 -9.1759e-05 -0.000228878 -0.000650646 0.000161975 6.45207e-05 -4.77257e-05 -0.000148713 -2.24116e-05 0.000485515 0.000569393 0.00072439 0.000534665 -8.2494e-05 -2.23371e-05 3.32988e-05 -0.000746813 0.00013221 0.000191983 0.000265752 0.000322875 8.04353e-05 -7.87336e-05 -0.000329592 -0.000525529 -9.45338e-05 -2.61831e-05 -9.62315e-05
internal_weight=0 6.33658 1.02466 6.10785 3.9651 1.19134 2.14275 1.96038 2.77375 2.36386 1.82804 0.940526 0.898762 0.778108 0.409896 2.23217 2.10387 2.01421 0.226648 1.78756 1.71473 1.60843 1.54114 1.01359 0.884997 0.647577 0.54803 1.71518 1.60528 1.52313
internal_count=3910 3438 472 3278 2601 931 677 636 1670 1527 574 452 448 432 143 1039 955 919 214 705 613 433 428 358 341 308 296 549 474 426
is_linear=0
shrinkage=0.00126831


Tree=603
num_leaves=31
num_cat=0
split_feature=457 457 49 484 52 1 1 42 13 148 123 4 11 49 3 2 13 48 49 130 457 0 48 0 0 42 133 1212 132 12
split_gain=0.0306231 0.0319242 0.0531286 0.0499907 0.0467834 0.0467429 0.0431164 0.0383903 0.0428523 0.0390528 0.0355158 0.0323998 0.0312888 0.0327206 0.0421801 0.036308 0.0409295 0.0418029 0.0389658 0.040298 0.0511277 0.0446148 0.0585918 0.0439973 0.0415918 0.0393657 0.046526 0.0499586 0.035896 0.0327862
threshold=0.53894500000000012 0.088055000000000008 -0.047309999999999998 -0.0043499999999999988 -0.080899999999999986 0.12811000000000003 0.093575000000000019 0.09901500000000002 0.41346500000000003 -0.084284999999999985 0.08456000000000001 0.24280000000000004 0.094855000000000009 -0.10837499999999999 -0.12008499999999998 0.096540000000000015 -0.5337599999999999 -0.086624999999999994 -0.085974999999999982 0.079100000000000018 0.082870000000000013 -0.072559999999999986 0.085845000000000019 0.12500000000000003 -0.083424999999999985 -0.089024999999999979 -0.0056849999999999991 -0.5172699999999999 0.12562500000000001 -0.10674499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 -4 7 -6 9 -9 -5 -1 -7 13 14 -11 18 -17 -18 -15 20 21 22 24 -23 25 -20 27 -27 -26 -19
right_child=-2 2 4 5 6 11 -8 8 -10 12 -12 -13 -14 15 -16 16 17 29 19 -21 -22 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0025442078289556525 -0.0031979530405301217 0.0020538556382535527 -0.0033865615106894015 -0.0031880049467283636 -0.0029740565117998843 0.00062534469375692399 0.002907323305337542 -0.00220105097559334 0.0033747189699076616 0.001364618392273576 0.003249823023889153 0.0033241901164911521 -0.0026124800869629394 -0.0030904490926971515 -0.0022238238237926216 -0.0022153220358248678 -0.0025807333248914041 -0.0021932508654253138 0.0025467914475105326 -0.0033374647961611692 0.0025804343790791877 0.0018300393761907434 -0.0031546463999113364 -0.0023731195481642279 -0.0026281344443179386 0.0027965295111641504 0.00035809106676204527 -0.0033267205302747829 0.0028875882032373787 0.0013819331720737519
leaf_weight=0.13248907202160021 0.0339225687785073 0.19085580896353349 0.046119664484649547 0.043127403603650971 0.020232074668456224 0.20082738782002696 0.042586606030454277 0.1599401849859986 0.016756199300289154 0.049121657400974073 0.012762676502461545 0.064721457598352572 0.049223792010707146 0.047932869450963644 0.13539104614938313 0.046338273015862796 0.03378311573760584 0.029656759281351697 0.068548894577818986 0.03925603767015684 0.083304080151719972 0.18457148894411979 0.081628591974094888 0.032182346172703546 0.10607582715783792 0.01798921355202765 0.40965107131523459 0.079267100871450835 0.014793914286201471 0.58468475470090187
leaf_count=572 15 97 29 49 33 93 30 370 1 16 16 198 58 34 88 14 7 21 40 243 47 147 91 15 378 17 323 272 20 576
internal_value=0 -2.85811e-05 0.000998835 -0.000141654 -0.000849521 -3.50034e-05 0.0010131 -0.000186319 -0.0016723 -6.34251e-05 -0.00203511 0.00128313 9.46217e-07 6.38775e-05 -0.0012685 0.000196073 0.000796459 0.00101179 -0.000161758 -3.61118e-05 8.41077e-05 -0.000124953 -0.000495777 0.00120598 -0.000184084 0.000187469 -0.000131582 -0.00219412 -0.00195303 0.00120934
internal_weight=0 3.02382 0.299794 2.72403 0.108938 2.57877 0.0628187 2.31322 0.176696 2.13653 0.145252 0.265549 2.0934 2.04418 0.184513 1.85966 0.694463 0.648125 1.1652 1.11727 1.07801 0.994708 0.777955 0.216754 0.696326 0.575456 0.506907 0.0972563 0.12087 0.614342
internal_count=3910 3895 189 3706 92 3118 63 2827 371 2456 588 291 2407 2349 104 2245 618 604 1627 1593 1350 1303 1141 162 1050 652 612 289 398 597
is_linear=0
shrinkage=0.00331719


Tree=604
num_leaves=31
num_cat=0
split_feature=1456 151 1446 39 51 1 47 12 151 16 1213 475 1 48 1456 1 42 43 15 48 2 393 49 0 9 15 157 151 48 4
split_gain=0.028522 0.0298487 0.0285924 0.0295263 0.0381191 0.0411777 0.0339775 0.0323378 0.0313356 0.0333012 0.0332767 0.034627 0.033174 0.0375393 0.0294459 0.0320459 0.0362808 0.0441654 0.035766 0.0485794 0.0621499 0.0376083 0.0378191 0.0846803 0.0423817 0.0353103 0.0344207 0.0336388 0.0353251 0.044273
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.11539000000000001 0.005105000000000001 -0.40274499999999996 0.088010000000000019 0.084695000000000006 -0.099039999999999975 -0.52174999999999983 -0.54165499999999989 -1.0000000180025095e-35 -0.086004999999999984 0.14000500000000002 0.12649500000000002 1.0000000180025095e-35 0.10786000000000001 0.091955000000000023 -0.26007999999999992 -0.095799999999999982 0.091395000000000018 0.091025000000000009 0.087665000000000007 -0.085974999999999982 0.076335000000000014 0.082325000000000023 0.10043500000000001 -0.082244999999999985 -0.083919999999999981 0.085575000000000012 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 -2 -10 11 -11 13 14 15 16 18 -18 19 20 -12 22 23 -20 25 26 -24 -28 29 -29
right_child=2 -3 -4 4 5 6 -8 -9 9 10 12 -13 -14 -15 -16 -17 17 -19 21 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00068931284107336566 -0.0029527333373480075 -0.0029513513070992766 -0.0029561151939998549 -0.0029567687881569943 -0.002957456163977678 0.0026466550139861468 0.00041285447029646192 0.00055704355344244911 0.0019188554849015088 0.0029535294397246606 -0.001546868568093311 -0.00294958135235464 0.0019577904615306766 -0.0018329585130025525 -0.0023489785504221773 0.0007368947325838769 0.00043284055141837514 -0.0029572146682166332 -0.0020136557450554063 -0.0029674795971491815 0.0016758029240433901 -0.0029090156936425475 -0.0014272748299443388 0.0029749198272880726 -0.0029486366891906036 -0.0029551956268956256 -0.0015091844316316566 -0.0029742244620232995 0.0021289044262231219 0.00083475176228316867
leaf_weight=0.029590117472253041 0.032778080185382197 0.057522312279161603 0.028179458286558545 0.022107581464297255 0.031977500555512961 0.14076326920985593 0.10181185637338785 0.078426343908176821 0.072077383463694633 0.010056728031486273 0.12786000147616805 0.0604198670798749 0.06908819534601196 0.1051045446529314 0.046425017166711657 0.43139319621332095 0.055469206134148408 0.083590484808837462 0.1406685844685891 0.07675974897802007 0.08742176961959558 0.032943982865617616 0.061243652083707745 0.037365862634032965 0.0298281027644407 0.023418709662109904 0.049156697603397581 0.027686774148608539 0.18579845031672448 0.60572083582608494
leaf_count=41 63 328 46 20 34 294 60 45 71 4 79 539 95 52 280 253 17 330 88 65 68 97 132 4 38 82 49 9 63 564
internal_value=0 -0.0017147 -3.71978e-06 2.57058e-05 0.000795371 0.00103037 0.0017091 -0.0004609 -9.20179e-05 -5.32625e-05 -0.000113816 -0.00210723 -5.21155e-05 -0.000115009 -2.9139e-05 2.32353e-05 -0.00016623 -0.00160496 -3.15816e-05 -0.000955563 -0.000238204 0.000194448 0.000282518 -0.000966654 0.000508794 0.000617006 0.000706997 0.000857522 0.000999537 0.000668258
internal_weight=0 0.0871124 2.85554 2.82736 0.375087 0.352979 0.242575 0.110404 2.45228 2.4195 2.34742 0.0704766 2.27694 2.20786 2.10275 2.05633 1.62493 0.13906 1.48587 0.292042 0.215282 1.19383 1.16089 0.178034 0.982853 0.953025 0.929606 0.868363 0.819206 0.633408
internal_count=3910 369 3541 3495 453 433 354 79 3042 2979 2908 543 2365 2270 2218 1938 1685 347 1338 212 147 1126 1029 92 937 899 817 685 636 573
is_linear=0
shrinkage=0.00294557


Tree=605
num_leaves=31
num_cat=0
split_feature=1429 1373 1 0 16 2 150 2 0 123 1365 11 3 14 159 133 42 2 4 2 48 15 1374 3 1374 1 31 16 15 42
split_gain=0.0285216 0.0277953 0.0316036 0.0644631 0.0392981 0.0430226 0.050854 0.0379796 0.0485845 0.0406048 0.0416568 0.0370606 0.0560101 0.0520143 0.0485592 0.0347044 0.0342426 0.0338676 0.0316387 0.0509009 0.0370254 0.0352573 0.0475063 0.0386715 0.0323555 0.0295649 0.0351244 0.0428839 0.04236 0.0292671
threshold=-1.0000000180025095e-35 0.11103 1.0000000180025095e-35 -0.084074999999999997 -0.50763499999999995 1.0000000180025095e-35 0.085200000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.086020000000000013 0.086865000000000012 0.088160000000000002 0.082730000000000012 0.073890000000000011 -0.034019999999999988 0.086895000000000014 -0.089744999999999978 0.083795000000000022 -0.034289999999999994 0.114165 0.12675000000000003 -0.092459999999999987 -0.094679999999999986 0.094625000000000015 -1.0000000180025095e-35 0.13026000000000001 -1.0000000180025095e-35 -0.078844999999999985 -0.11739999999999999 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 2 3 4 -2 -6 -7 8 25 10 11 12 13 14 -9 -8 -5 -14 19 -19 21 22 -20 -23 -24 26 -4 28 -28 -18
right_child=1 -3 7 16 5 6 15 9 -10 -11 -12 -13 17 -15 -16 -17 29 18 20 -21 -22 23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0023020985190307986 0.00067666109734590624 -0.003154302559616531 0.0033454403948540898 -0.0025658760964823047 0.0032607767657767128 -0.0033318005944976067 -0.0033272745434556788 -0.0018262090437528369 0.0028578269224058834 0.003288857905544069 -0.003060917838227881 -0.001987237300365373 0.0032340088018022102 -0.0023127892311475017 0.0028556686460354435 0.0021835506236087526 0.00083594691297845657 -0.0032872235540044501 -0.0033422446745951118 0.00078041507790430531 -0.0017625101035089543 -0.00092006244119148008 0.0030322663722293888 0.0027972997096231767 -5.2769932352090643e-05 0.00080641178354883675 -0.0029263715216688887 -0.002476033414415069 0.00040596102259944736 -0.00071800941557835496
leaf_weight=0.061038538381353979 0.064549040404017433 0.030590134348130849 0.019187937289643631 0.047594704380572672 0.01493258407572351 0.19511700803536769 0.019273565738785692 0.027023870199627709 0.047236323980541783 0.060883099894453951 0.034894220501882844 0.05656007322431833 0.039262944612346473 0.028464591184274468 0.24883635511650914 0.036177740682433068 0.42941374529755105 0.071486438630017579 0.0390729224309323 0.064300874932087027 0.071788156681577675 0.039820574311307144 0.048071083176182361 0.13584233541587309 0.16864937467289587 0.1211470819907845 0.053985076722710801 0.17886778305478412 0.18869604170185983 0.19344419994854434
leaf_count=181 44 19 37 203 2 816 50 17 97 136 19 74 9 71 198 50 330 71 11 31 23 10 5 89 100 79 15 454 232 437
internal_value=0 -9.75363e-06 2.52944e-05 -0.00044468 -0.00164476 -0.00220915 -0.00253513 0.000294899 -0.000373292 0.00065351 0.000504128 0.000623837 0.000774132 0.0019565 0.00239702 0.000268118 0.000146096 0.00024365 5.99186e-05 -0.00136103 0.000443324 0.000810343 2.45254e-05 0.00195462 0.000631527 -0.000644925 -0.00104386 -0.00124365 -0.000335325 0.000353327
internal_weight=0 2.77517 2.74458 1.0005 0.33005 0.265501 0.250568 1.74408 0.60912 1.13496 1.07407 1.03918 0.98262 0.304325 0.27586 0.0554513 0.670453 0.678295 0.639032 0.135787 0.503244 0.431456 0.255793 0.175663 0.21672 0.561884 0.440737 0.421549 0.242681 0.622858
internal_count=3910 3729 3710 1932 962 918 916 1778 914 864 728 709 635 286 215 100 970 349 340 102 238 215 116 99 105 817 738 701 247 767
is_linear=0
shrinkage=0.00331719


Tree=606
num_leaves=31
num_cat=0
split_feature=1456 1425 15 50 15 3 483 453 158 156 1374 151 375 457 401 393 130 1211 160 1 0 43 159 42 133 43 3 42 43 4
split_gain=0.026213 0.026956 0.0317315 0.038747 0.0285915 0.0333319 0.031586 0.029433 0.0289156 0.0307147 0.0302634 0.0301682 0.0297333 0.0295125 0.0300163 0.0306852 0.0298397 0.0303604 0.030071 0.0297237 0.0587254 0.0461072 0.0544223 0.0459268 0.0298238 0.0285877 0.0423352 0.0284893 0.0374213 0.0278072
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.24219999999999997 0.11843500000000001 -0.19153499999999998 0.31335500000000011 0.083960000000000021 0.089075000000000015 0.084965000000000027 0.10477500000000002 0.098580000000000015 0.087190000000000017 0.088065000000000018 0.53894500000000012 0.10072000000000002 -1.0000000180025095e-35 -0.23515499999999998 0.082530000000000006 -0.40446999999999994 0.076710000000000014 -0.084074999999999997 0.15364000000000003 0.091215000000000018 -0.089744999999999978 -0.26719999999999994 -0.089604999999999976 -0.083604999999999985 0.091955000000000023 -0.24333999999999997 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -10 13 14 15 -6 -17 18 -18 20 21 22 25 -22 -21 26 -20 -25 -29 -26
right_child=1 -3 4 -5 5 -7 -8 -9 11 -11 -12 -13 -14 -15 -16 16 17 -19 19 24 23 -23 -24 27 29 -27 -28 28 -30 -31
leaf_value=-0.0021045597231708229 0.0024018847746834207 -0.0036346060036144411 -0.0024989071700360892 -0.0016267766331891406 -0.0035957299558931439 0.0035954292264018463 -0.0024669525963561269 -0.0033448643591168542 -0.0026381358383073452 -0.0035989504689635161 -0.0033906540148121657 0.0031554649561804371 -0.0033926642052983214 -0.0034248642230405571 -0.0035939602634999074 -0.0031524790651996774 -0.0019644402750297772 -0.0035107792009633483 -0.0035978572419028648 -0.0036006201890225538 -0.0036104244971639963 0.0021949164913558318 0.0022063737388271242 0.0013973537076069065 -0.0027867979704040008 -0.0036073597826307242 0.0027432808294918635 0.0012087781944056684 -0.0036097577019537103 0.0011925934980617598
leaf_weight=0.078567462286173728 0.13782320729478748 0.026048407808502705 0.060942057482408329 0.039629581282497384 0.024493259639718157 0.032637956837788695 0.068155206199889906 0.03315190607736429 0.084562515353354573 0.027807110083813202 0.029847259042071417 0.01342761458363384 0.028486434153819462 0.027050271601183229 0.024572902713771216 0.029241285586983135 0.059364572680812411 0.024013855190332722 0.027897699415007082 0.01766244851569343 0.029076441043803691 0.041343173636505526 0.034485732078792353 0.43524169268036839 0.02315227788312757 0.13186735479667222 0.026437713842824451 0.04794379323720932 0.036674317150527713 1.0220887356181263
leaf_count=369 289 91 90 18 72 66 258 34 183 105 25 8 21 15 169 27 208 172 56 43 113 27 23 251 65 351 13 4 105 639
internal_value=0 1.4998e-08 3.61636e-05 0.00150219 -7.03841e-05 -8.21742e-06 -5.83083e-05 1.36959e-05 6.32534e-05 0.000150241 0.000199396 -0.00184424 0.000250639 0.000300956 0.000350468 0.000398666 0.000447917 0.000501707 0.000551548 0.000631255 0.000113532 -0.00128498 -0.00193689 0.000781104 0.00102626 -0.00270425 -0.000512481 0.00102673 -0.000879622 0.00110445
internal_weight=0 2.64513 2.61908 0.177453 2.44163 2.38068 2.34805 2.27989 2.24674 2.14875 2.12094 0.0979901 2.09109 2.06261 2.03556 2.01098 1.98649 1.95725 1.93324 1.87387 0.810968 0.262032 0.220689 0.548936 1.0629 0.186203 0.0543354 0.51986 0.0846181 1.04524
internal_count=3910 3541 3450 307 3143 3053 2987 2729 2695 2504 2399 191 2374 2353 2338 2169 2097 2070 1898 1690 943 470 443 473 747 420 69 360 109 704
is_linear=0
shrinkage=0.00359063


Tree=607
num_leaves=31
num_cat=0
split_feature=2 147 1348 14 1456 375 376 42 1213 1456 52 49 151 474 15 13 2 52 133 50 50 15 3 1373 47 160 42 12 159 3
split_gain=0.0249014 0.0252524 0.0304603 0.0391481 0.0319522 0.0262736 0.0368464 0.0544528 0.0283129 0.0292697 0.0291649 0.0567608 0.0332574 0.033939 0.0534278 0.0321809 0.0448705 0.0425204 0.0348768 0.0438641 0.0419408 0.0320538 0.0479389 0.043167 0.0371182 0.0414714 0.0363637 0.0638378 0.0410314 0.0375065
threshold=0.17730000000000004 -1.0000000180025095e-35 0.084895000000000012 0.078275000000000025 -1.0000000180025095e-35 0.087245000000000017 0.048375000000000008 -0.090359999999999982 -1.0000000180025095e-35 1.0000000180025095e-35 0.11588000000000002 0.14121000000000003 -0.27336999999999995 -1.0000000180025095e-35 -0.24219999999999997 -0.091849999999999987 0.097940000000000013 -0.084699999999999984 0.090545000000000014 0.084340000000000012 0.088160000000000002 -0.095799999999999982 -0.10628499999999998 0.10700000000000003 0.09252500000000001 0.085545000000000024 -1.0000000180025095e-35 0.086935000000000012 0.094195000000000015 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 12 -12 -10 -14 -15 16 17 -16 19 21 -20 22 -17 26 25 -24 27 -23 29 -28
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 11 -13 13 14 15 18 -18 -19 20 -21 -22 23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0037121822497829262 0.00325196876708489 -0.0027668427776255376 0.0031775837376584121 -0.003455826217838848 -0.0025845325354095709 -0.0034553591602469922 -0.001446105175423055 0.0036019142249150084 -0.0037071156022277559 -0.0031291080254602717 -0.0022463008483332644 0.0025351573994115656 -0.0036314102200960046 0.0033675416063229176 -0.0037565252086917866 0.0035019485559424557 0.0027374512495775189 0.00082082540245906473 -0.0038035704962645221 -0.003985283913917852 0.0025542058089855824 0.0010797195741865922 0.00099796743235578528 -0.0039865990363419689 -0.0039519442725695041 -0.0039882662671942917 0.001654340046262298 -0.0039669698955673805 -0.002215487653667767 -0.0018379162027943544
leaf_weight=0.030236525399232828 0.03508302830505261 0.066308834576263798 0.044654831133811856 0.054277866043776046 0.067561813831847561 0.033652377357611729 0.049842232339869952 0.10294989837257151 0.032708646980613376 0.045350476945486551 0.18382157924906994 0.049532582432220806 0.033439616169066322 0.090515950913871435 0.037998860868356132 0.031456849923415575 0.17405061258796195 0.19853211875124821 0.073189735006508383 0.039597732648189665 0.020981609879527241 0.098405339153035842 0.09034434837758698 0.031332869475590996 0.075876774460084562 0.036931005715814536 0.62933078526927988 0.065686669827073274 0.053622725958121009 0.052353158775076736
leaf_count=31 84 344 64 117 534 33 15 166 59 295 333 23 100 158 23 9 99 95 242 116 81 86 66 16 48 30 386 194 52 11
internal_value=0 -0.000110448 -6.79786e-05 -0.000125498 -5.21777e-05 2.28541e-05 7.23381e-05 0.0019552 -5.76827e-05 2.19041e-05 8.99611e-05 -0.00123137 0.00025517 0.000325849 0.000399357 0.000242213 0.00120968 8.54709e-05 -6.35529e-05 0.000118038 -0.00238704 0.000257467 -0.00105209 0.000587567 -0.00175726 -0.000448869 0.00074692 -0.00094049 0.00112348 0.00138614
internal_weight=0 2.59454 2.56431 2.51965 2.46538 2.39907 2.36541 0.152792 2.21262 2.14506 2.09971 0.233354 1.86636 1.83365 1.80021 1.70969 0.410582 0.236531 1.29911 1.20494 0.0941713 1.16534 0.234609 0.930732 0.203152 0.127275 0.899399 0.164092 0.735307 0.681684
internal_count=3910 3826 3795 3731 3614 3270 3237 181 3056 2522 2227 356 1871 1812 1712 1554 217 118 1337 1014 323 898 153 745 144 96 729 280 449 397
is_linear=0
shrinkage=0.00396435


Tree=608
num_leaves=31
num_cat=0
split_feature=39 13 457 132 133 403 133 51 133 151 52 2 1 12 138 49 52 124 122 44 16 0 49 43 16 2 15 16 16 394
split_gain=0.0939392 0.110535 0.0963948 0.139243 0.124516 0.102601 0.0877223 0.0848657 0.0800788 0.0735427 0.0939456 0.0765585 0.0729381 0.0780316 0.0712895 0.0645107 0.0820527 0.0613716 0.0665096 0.0570161 0.0671202 0.0921065 0.0761523 0.0834754 0.0710799 0.0855734 0.0767869 0.0660625 0.0656874 0.0620716
threshold=0.005105000000000001 -0.10023999999999998 0.081330000000000013 0.079995000000000011 0.084285000000000013 -1.0000000180025095e-35 -0.26719999999999994 -0.40274499999999996 0.083815000000000014 -0.083274999999999988 0.11588000000000002 0.091525000000000009 0.092550000000000007 -0.095029999999999989 1.0000000180025095e-35 -0.047309999999999998 -0.066329999999999986 -0.52484999999999993 0.10641000000000002 0.13998500000000003 -0.095109999999999986 -0.23129999999999998 -1.0000000180025095e-35 -0.50992999999999988 -0.41862999999999995 0.091025000000000009 -0.16430499999999995 -0.15168999999999996 0.67964000000000013 -0.082514999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 -1 -2 14 -8 11 -11 13 -9 19 -4 -17 -14 -19 20 24 -22 -23 -24 26 27 -3 -26 29 -25
right_child=7 2 15 5 -6 -7 9 12 -10 10 -12 -13 17 -15 -16 16 -18 18 -20 -21 21 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.001382112789264182 -0.0013826930323303842 0.00055696082193217478 0.00051285565897535063 -0.0013751959181747763 -0.0012230122491691977 0.00078615520112771135 -0.00061807973716873556 -0.001187086842138483 0.0013228015676651761 4.9877438727711716e-05 -0.00081034657548427252 0.0010060070891112546 -0.0011459827344791496 0.00041837383148126723 0.0013779969106132157 -0.00097118950920162305 0.00063110576130149631 0.0010587532874623956 -0.001150980510119226 0.0014208364908987361 0.00076579497088657739 -0.0013823421931999768 0.00069643721498527714 0.00046187071648403055 5.6360765036237867e-05 0.00078491886180393194 -0.0010583193571018737 -0.0013825440975559163 0.0011038488506648284 -0.00077369492214881229
leaf_weight=0.055441788781536161 0.048008681813371368 0.07409360510064289 0.49959877596847946 0.047847439238466904 0.32079350243293436 0.3069916801086946 0.11790774503606372 0.082737037795595825 0.054962569165581843 0.23121842407999782 0.08654645234128111 0.49734751223149942 0.028479765984229743 0.18385019994093443 0.044122809951659181 0.15265690987143898 0.09949714582398872 0.44002749444189249 0.027262431569397449 0.032625198364257701 0.091310854564655153 0.22953622569912346 0.097628289964634241 0.08258471324916361 0.26137338204716798 0.24900515711669868 0.22065905932686292 0.078108812202119071 0.040057324578810838 1.063310612235902
leaf_count=47 20 24 110 102 851 162 35 42 9 86 52 144 6 43 17 46 65 345 3 1 31 114 17 117 30 61 77 108 16 1129
internal_value=0 -0.000115925 -0.000216455 -0.000317661 -0.000415704 0.000494713 0.000295643 0.000387708 -0.000316833 0.000395338 0.000541932 0.000702569 0.000499198 -7.98911e-05 -0.000351975 0.000227144 -0.000338942 0.000810587 0.000929834 -0.000382262 -0.000405909 -0.000573225 -0.000654029 -0.000523789 -0.000101976 0.000173651 -0.000652277 -0.000274706 -0.000624239 -0.000684648
internal_weight=0 5.03523 4.04676 3.29501 2.94017 0.354839 0.988462 0.810366 2.61938 0.93302 0.815112 0.728566 0.762357 0.266587 2.56442 0.751753 0.252154 0.49577 0.46729 2.52029 2.48767 1.60443 1.51312 1.28358 0.88324 0.588487 0.294753 0.339482 1.18595 1.1459
internal_count=3910 3451 3087 2866 2602 264 364 459 1751 317 282 230 439 85 1742 221 111 354 348 1725 1724 1424 1393 1279 300 199 101 138 1262 1246
is_linear=0
shrinkage=0.00137286


Tree=609
num_leaves=31
num_cat=0
split_feature=156 158 31 1 38 12 122 151 3 47 15 3 12 13 52 150 4 0 52 133 2 402 1212 48 1429 15 43 0 12 3
split_gain=0.0246659 0.0237077 0.0256931 0.0233619 0.028807 0.0366615 0.0319992 0.0287742 0.0279453 0.0456225 0.0344005 0.0284766 0.0395565 0.0419281 0.0354874 0.0410746 0.0566376 0.0365327 0.0389842 0.0430173 0.0397298 0.0334187 0.0328933 0.0315355 0.0305308 0.0291415 0.0286502 0.027341 0.0247517 0.0326537
threshold=-1.0000000180025095e-35 0.11136500000000001 -1.0000000180025095e-35 0.10113500000000002 0.13584500000000002 -0.083349999999999994 0.09197000000000001 -0.40391999999999995 -0.115685 1.0000000180025095e-35 -0.016339999999999997 0.10223 0.094045000000000004 0.14810000000000004 0.086950000000000013 0.086025000000000018 0.0057500000000000008 -0.23029999999999998 0.071660000000000015 -0.090054999999999982 0.086915000000000006 -0.47918499999999992 -0.50114499999999984 0.083775000000000002 0.079720000000000013 -0.106555 -0.077664999999999998 -0.077944999999999987 0.087020000000000014 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 10 11 -4 12 13 14 15 17 -17 -10 20 -20 22 -14 -19 26 -24 -16 -22 -12 29 -28
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 27 -13 21 -15 25 16 -18 18 19 -21 23 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0034545630014440215 0.0034686314094975281 -0.0029635490890786449 0.0028433369304918595 0.0028345332173263012 -0.0034421732220354289 -0.0031878315783938601 -0.0034686086037047509 0.00054669508916208205 0.0027787695305126251 -0.0028336895161365163 -0.0021008195111161146 0.0010074292266277463 0.0024601301135878766 0.0024546480815598403 0.0021396325238257018 -0.00339502932873519 0.00089778633818716905 0.0029606278794035278 -0.0034613207920237547 0.0027043879159312579 -0.0032636090877644947 -0.0034675143300438773 -0.0031592477527540991 0.0016620846891486918 0.00060278163407548606 -0.0031864973132753258 0.0027796117590867197 0.00065203994497555384 -0.0034575206952046607 -0.0021710733609837237
leaf_weight=0.025187592748807552 0.025404016919311601 0.032227725898110182 0.066487225599303201 0.074378241153681302 0.022467518181656487 0.025385900247783866 0.025932143442332745 0.76828535100503348 0.057763160148170734 0.093136037818567163 0.054924381467571948 0.16439720485686848 0.013131762854754925 0.060563541357623762 0.014242407785332034 0.099443029847861908 0.057932985244406154 0.015211662823277683 0.015898729229775199 0.088511461029838756 0.040321052316585337 0.082488132733487873 0.12091608972672985 0.11024573940949267 0.032627409531414742 0.086843705509295432 0.047885806752674398 0.19747328618541482 0.017329924517298423 0.023733875243124203
leaf_count=197 110 152 54 180 9 22 9 593 17 212 87 57 8 34 9 139 20 11 50 127 156 499 362 81 29 452 19 74 87 54
internal_value=0 -2.23621e-05 1.55021e-05 -1.98993e-05 0.000417518 0.00051452 0.00030398 0.000427245 -0.000276619 -0.000510503 0.000634774 -0.00032227 -0.000544177 -0.000317425 -0.000519965 -0.000253838 -0.00181477 0.000176795 -0.000116366 0.00176552 -0.000597636 -0.00265345 -0.00188024 0.000306046 -0.00235983 -0.00243608 -0.000850423 5.29888e-05 0.000243479 0.00113902
internal_weight=0 2.53559 2.50336 2.47796 0.916449 0.893982 0.819603 0.793671 1.56151 1.24262 0.318885 1.14949 0.98509 0.889471 0.828907 0.727821 0.157376 0.570445 0.512682 0.10441 0.408272 0.0956199 0.168755 0.239516 0.153543 0.101086 0.129271 0.252398 0.0889496 0.0716197
internal_count=3910 3713 3561 3451 813 804 624 615 2638 2423 215 2211 2154 1647 1613 1152 159 993 976 177 799 507 402 397 391 461 316 161 160 73
is_linear=0
shrinkage=0.00345121


Tree=610
num_leaves=31
num_cat=0
split_feature=133 52 1446 123 2 42 130 1365 4 128 158 15 151 160 1 150 457 47 1373 374 43 133 42 43 16 0 15 0 49 1429
split_gain=0.0223312 0.0324502 0.0233813 0.0256174 0.0396186 0.0451042 0.0308726 0.0270759 0.0282094 0.0431752 0.035842 0.0362582 0.0295011 0.0295981 0.0262204 0.0260412 0.025764 0.0331827 0.0256138 0.0256681 0.0304994 0.0289387 0.0338145 0.0319537 0.0452783 0.0386081 0.034481 0.0299931 0.040383 0.029414
threshold=-0.26719999999999994 -0.51745999999999992 0.11539000000000001 1.0000000180025095e-35 0.094825000000000007 -0.062334999999999995 0.079100000000000018 1.0000000180025095e-35 0.25367000000000006 0.086435000000000012 0.085745000000000002 -0.11739999999999999 -0.27336999999999995 -0.079684999999999992 0.11198000000000001 -1.0000000180025095e-35 -0.070739999999999983 0.11861000000000001 0.11103 0.088340000000000016 0.15364000000000003 0.089845000000000022 0.084745000000000015 -0.074254999999999988 0.070590000000000014 -0.070894999999999986 0.15514500000000001 0.047345000000000005 -0.091004999999999989 0.084920000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -3 -10 14 -14 -12 -15 -18 19 20 21 23 -23 25 27 26 -13 28 -25 -30
right_child=1 2 -4 4 -6 -7 -8 -9 12 -11 15 18 13 16 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0023259064913936757 -0.0035229727523588706 -0.0025042824687291393 -0.0035291252731260653 -0.0035353032671129278 0.0026634874116824819 0.0022025733285113637 -0.003030782992795415 -0.0028659190231380004 -0.0035292852096952521 -0.0035352259230595003 0.0019779537129672193 -0.00052831632980400737 -0.0035586919419997791 -0.0018777769141279372 0.0011398176717327877 -0.0032535756455636723 0.0025345342576996738 -0.00073449978241866057 -0.0035343278787886355 -0.0035516834636739711 0.0023680043107974389 0.00035214944510443433 -0.00353477358731954 -0.0030030806002464376 -0.0016230555815924662 0.0022442729619818243 0.0033664380435126139 0.0032409080425088981 0.00022656955380667633 0.0035109516875334308
leaf_weight=0.052552349218786154 0.032084504308841466 0.063650900422319023 0.022517172641982941 0.0350284988508065 0.11010499339499802 0.032942851184543431 0.041666261999239285 0.039307975647261517 0.017214044335560175 0.044302320140104601 0.014371638768352568 0.17677382812325959 0.027909913689654786 0.023538243505754508 0.031140507260715822 0.065659655474632816 0.22046769618646056 0.046613703394541517 0.022351094103214675 0.021564573165960499 0.084726517206945462 0.057232625115602676 0.053813828317402113 0.045992371186004855 0.17796828227255901 0.20308857246709655 0.033507735817693174 0.042177818650543486 0.59083774139389433 0.035839655654854141
leaf_count=238 266 115 53 19 174 121 312 69 13 134 4 385 9 7 49 236 244 13 16 4 26 83 357 25 124 91 6 19 676 22
internal_value=0 -6.34021e-06 4.10211e-05 7.50875e-05 0.00135889 -0.000754396 -2.96991e-05 2.87313e-05 8.28944e-05 -0.000104751 -1.48e-05 9.95304e-05 0.000969691 0.00119117 -0.00108091 -0.00231412 0.00165283 0.00196399 0.000206742 0.000261626 0.000316376 0.000193723 -0.00153148 0.000340392 -3.42508e-05 0.00114956 9.23011e-05 0.000361298 0.00018074 0.000414403
internal_weight=0 2.4144 2.38231 2.35979 0.178076 0.0679714 2.18172 2.14005 2.10074 1.73386 1.68956 1.60953 0.366884 0.34967 0.0590504 0.0800313 0.29062 0.267081 1.54587 1.52352 1.50196 1.41723 0.111046 1.30619 0.892816 0.41337 0.210282 0.714848 0.67267 0.626677
internal_count=3910 3672 3406 3353 314 140 3039 2727 2658 2323 2189 1949 335 322 58 240 264 257 1834 1818 1814 1788 440 1348 866 482 391 742 723 698
is_linear=0
shrinkage=0.00352023


Tree=611
num_leaves=31
num_cat=0
split_feature=156 51 1 47 1 1374 4 44 48 457 2 49 484 0 0 52 52 133 4 43 42 52 16 51 42 48 1429 1212 49 49
split_gain=0.0215237 0.0212171 0.0346476 0.0342185 0.0288257 0.0334379 0.0321292 0.0347674 0.0328279 0.037134 0.048363 0.0360112 0.0295944 0.0552786 0.0321805 0.0454604 0.0440564 0.0352882 0.0340689 0.0531264 0.0403529 0.0359358 0.0291497 0.0289927 0.0280898 0.0270977 0.0382052 0.0336686 0.0287826 0.0252526
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.094485000000000013 -0.094679999999999986 -0.17479499999999998 0.086480000000000015 0.12862000000000004 0.041935000000000007 0.11542500000000001 0.0062100000000000011 -0.0043499999999999988 -0.23029999999999998 -0.077944999999999987 0.086950000000000013 0.071660000000000015 -0.090054999999999982 -0.49837999999999999 -0.52334499999999984 0.09901500000000002 0.11401500000000002 -0.50763499999999995 0.13741000000000003 0.10056500000000002 0.084260000000000015 0.084920000000000009 -0.50114499999999984 -0.0090499999999999973 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 9 10 11 -8 -7 -14 15 16 22 -18 19 -16 21 -20 -15 -12 -2 26 27 -24 29 -27
right_child=1 2 -4 -5 6 12 7 -9 -10 -11 23 -13 13 14 18 -17 17 -19 20 -21 -22 -23 25 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.002948225829640948 -0.0023161815159582011 -0.0029640982744015732 0.001713635854802643 -0.0018619045036909628 -0.0021926799284857725 -0.0025586819918204684 -0.00016700698318458706 -0.0026740850986545273 -0.0010338237053580583 0.0025574891169313704 0.0029351824432105214 0.0027259007885939864 0.0022975431033237675 0.0011504265821444275 0.0019003747892049926 -0.0028687804243200618 -0.0029526536768681257 0.001989001976825026 0.0013748008315218104 -0.0023382645395890341 -0.0029625752239796519 -0.0017595877440534692 0.0024263319471875661 -0.00076436971095805066 0.0014428049487906663 -0.00099115878588997182 0.0013306298079481236 -0.0022537985088098311 -0.0029529665900251329 0.0017075889233534442
leaf_weight=0.021943754384665559 0.070359465983529712 0.037682599498113922 0.10238200909816431 0.085890802215089823 0.036850347989457077 0.042723713568877719 0.34831693423598142 0.026671190040360671 0.079163875598169398 0.10716246294487064 0.10071469932699983 0.041816275846940698 0.080323128011515421 0.060644846209471526 0.037277094408636913 0.071528766724782145 0.014490506116999313 0.0930420048259748 0.30630481214802163 0.082301604332315037 0.023222694706078073 0.035404979247687152 0.014157688992783912 0.022482048283563927 0.02284976133910277 0.052161856157908915 0.034463356235846732 0.22998374751068495 0.024124908511112153 0.071071291695261607
leaf_count=197 124 46 157 95 103 405 364 18 24 129 156 38 33 49 8 515 56 144 230 64 151 64 13 10 17 25 33 531 61 50
internal_value=0 -1.74245e-05 3.93186e-05 -4.00433e-05 3.54025e-05 -0.000229552 0.000490515 0.000626648 0.000752473 0.000980373 0.000651135 0.000143068 -0.000148621 -6.49419e-05 -0.000229927 -0.000650272 -0.000383184 0.00132309 0.000347584 -0.00101692 0.000794698 0.00105004 -0.000760244 0.00226005 -0.00139469 -0.00103227 -0.00157258 -0.0019824 -1.07234e-05 0.000565269
internal_weight=0 2.35557 2.26236 2.15998 2.07409 1.31091 0.763178 0.726327 0.699656 0.620492 0.51333 0.390133 1.27323 1.2305 1.15018 0.665669 0.59414 0.107533 0.484511 0.119579 0.364932 0.34171 0.486608 0.123197 0.0932092 0.425963 0.278605 0.244141 0.147358 0.123233
internal_count=3910 3713 3572 3415 3320 2478 842 739 721 697 568 402 2432 2027 1994 1477 962 200 517 72 445 294 762 166 141 713 577 544 136 75
is_linear=0
shrinkage=0.00294557


Tree=612
num_leaves=31
num_cat=0
split_feature=123 121 3 1365 38 39 401 480 4 130 42 3 133 123 4 42 48 160 1 16 43 457 131 51 1348 42 4 12 52 9
split_gain=0.0217201 0.0238863 0.0244376 0.026275 0.0241227 0.0226813 0.0219192 0.0225317 0.0229369 0.0227578 0.0216319 0.0299481 0.0314545 0.0322076 0.0302123 0.0550146 0.0456247 0.0348969 0.0350335 0.0314824 0.0308558 0.0295194 0.0285461 0.0259119 0.0357613 0.0252893 0.0233451 0.026869 0.0423483 0.0252546
threshold=-0.041524999999999992 1.0000000180025095e-35 0.31335500000000011 1.0000000180025095e-35 0.13905500000000001 0.18016500000000005 0.10072000000000002 0.086640000000000009 0.51697500000000007 -0.23515499999999998 -1.0000000180025095e-35 -0.5217799999999998 -0.26719999999999994 1.0000000180025095e-35 0.074650000000000008 0.091955000000000023 0.11930500000000001 -0.08044999999999998 0.079355000000000023 0.67964000000000013 -0.18906999999999999 -0.069509999999999988 0.08844500000000001 -0.082979999999999984 0.084620000000000015 -0.082904999999999993 -0.51381999999999983 0.090385000000000007 -0.12272499999999999 0.083710000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -2 25 -12 -13 14 15 20 17 -16 -19 -17 -14 -20 23 24 -22 -11 -25 28 -28 -30
right_child=1 -3 4 -5 -6 -7 -8 8 -10 10 11 12 13 -15 16 19 -18 18 21 -21 22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.0031315173352841931 -0.0040763679850604187 -0.003859052423217527 0.0040481000988108308 -0.0033509986297742167 -0.0040607376772675884 0.0040650671699978234 -0.0040469990050587259 -0.0039944145962927304 0.0040580733189879434 -0.00031960642251210397 0.0040180239843090031 -0.0039622051097129921 0.0032315537704400879 0.0027750224486262133 -0.002100699629214733 -0.0039961596715848164 -0.0030815724360597528 2.1854345575005211e-05 -0.00131719660876392 0.0030656418563120014 -0.0025040105233833229 0.0034031852144036589 -0.0040503352261520853 -0.0040689795544935643 0.0029646689316977768 -0.0030900228744466483 -0.0035720290147125675 0.0020086057814003278 0.00048622039888782819 -0.0037418639673590208
leaf_weight=0.034379762179014839 0.022120184999952275 0.027405130395891208 0.039839099673827039 0.040463762539729831 0.0070619904436171046 0.021555779445406986 0.022802484720841565 0.040103542409042237 0.0067586204459075807 0.24656008712406674 0.033417466813264629 0.029842753500364805 0.047231698637917652 0.077278377212678495 0.039028698593028821 0.08538721991760656 0.039234273175679846 0.1042914424981517 0.024402786628343165 0.011741868223907659 0.11796975780908114 0.19286764254866284 0.029225037208107096 0.019781107590463143 0.023436385201421217 0.068939212158970142 0.049010762365471527 0.13745019402267644 0.61668736137310376 0.02399809256894514
leaf_count=41 24 25 137 72 2 30 185 233 8 496 23 65 17 232 29 417 20 59 8 4 278 146 108 21 18 435 121 87 528 41
internal_value=0 -0.000107035 -6.0686e-05 -0.000123056 0.00282714 -6.17669e-05 -0.000103935 -6.08487e-05 -0.00283306 2.83652e-06 4.75553e-05 0.000227801 0.000151906 0.000226814 0.000100723 -0.000229195 0.00105949 0.00151006 0.0019483 -0.00314246 3.65509e-05 0.00287301 -0.000111751 4.71344e-06 -0.00159764 -0.000924965 0.000272249 0.000376069 5.07187e-05 0.000327849
internal_weight=0 2.24589 2.21849 2.17159 0.0469011 2.13112 2.10957 2.08676 0.0468622 2.0399 2.01778 1.70228 1.66887 1.63902 1.56174 1.16192 0.399825 0.360591 0.321562 0.0971291 1.06479 0.21727 1.01756 0.988334 0.141406 0.315499 0.846928 0.827146 0.689696 0.640685
internal_count=3910 3869 3844 3705 139 3633 3603 3418 241 3177 3153 2222 2199 2134 1902 1640 262 242 213 421 1219 154 1202 1094 296 931 798 777 690 569
is_linear=0
shrinkage=0.00404364


Tree=613
num_leaves=31
num_cat=0
split_feature=1213 403 475 52 133 1 38 12 48 51 51 2 160 42 159 484 130 49 52 42 3 148 151 9 52 132 157 1375 42 2
split_gain=0.0775791 0.0795869 0.0769421 0.0766017 0.100414 0.0719388 0.0768316 0.138299 0.0785278 0.103225 0.0881361 0.0787245 0.0778947 0.0857077 0.0651316 0.0690332 0.0619872 0.0679069 0.105727 0.082291 0.0621479 0.061898 0.0602129 0.0599876 0.0527712 0.075564 0.0607909 0.0641341 0.070985 0.0734459
threshold=-1.0000000180025095e-35 -0.084084999999999979 -0.086004999999999984 -0.42985499999999993 -0.26719999999999994 0.10113500000000002 0.13584500000000002 -0.041094999999999993 0.11930500000000001 0.13741000000000003 0.13339000000000004 0.12168500000000002 -0.078874999999999987 -0.10770999999999999 -0.034019999999999988 -0.0043499999999999988 -0.088449999999999987 -0.085974999999999982 -0.10201499999999998 -0.09602999999999999 -0.115685 -0.078369999999999981 -0.082489999999999994 0.084755000000000011 -0.11271999999999999 0.080815000000000012 -0.084354999999999986 -0.43271999999999994 0.092860000000000012 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=2 -2 -1 -3 -5 14 7 -7 10 -10 11 12 -9 -14 -6 -16 -17 18 -18 -19 -20 -15 -4 24 25 -21 -26 -28 29 -29
right_child=1 3 22 4 5 6 -8 8 9 -11 -12 -13 13 21 15 16 17 19 20 23 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0014099036301658463 -0.0010224158755490023 -0.0010137625163290252 0.0012708504370220568 -0.0012509888554446018 -0.0010838179204161187 0.0012170157528833083 -0.0013995674475852753 -0.00053363238446419651 -0.00095810717963388094 0.00042289494129278709 -0.0011572336663465597 0.0013320239660423116 -0.00059665007025511032 -0.00059980614491472457 -0.0011407690623456287 -0.0014065807452898229 0.00083741651015420166 -0.0011456106087137834 0.00029438596246449225 -0.0011516959176363657 -0.0012486902120639521 0.00076402910909569857 -0.0014046469912238741 -0.00095900544641489211 -0.00087988518118320566 0.00097203900434922373 -0.00075091021683224251 0.00019803765649390031 -0.00040274757259322128 0.00077322963499618189
leaf_weight=0.025745450519025326 0.154628605048856 0.14342862455669081 0.018139495034120046 0.11860369926944248 0.12197923985695558 0.27748135933143259 0.053614397038472705 0.19121662361430947 0.24684134773269772 0.1861859576893039 0.074332294541818444 0.15914203110150982 0.13028210168704402 0.072165525700256694 0.10784468996735164 0.060191560594831883 0.087554374040337279 0.097773661953399205 0.065481710276799276 0.11771394301649918 0.23434616046142931 0.68132822996994902 0.1818626318945461 0.08964415440277651 0.086996730657123211 0.045570661372039467 0.10503428173251839 0.94149292575456101 0.20721595679060545 0.8096602823898138
leaf_count=4 451 338 7 206 340 316 9 54 45 36 21 110 13 26 241 47 14 78 9 80 86 166 581 48 82 6 12 276 78 130
internal_value=0 -3.15926e-05 -0.000868676 -3.80257e-06 2.31742e-05 5.19531e-05 0.000254926 0.000298862 0.000152567 -0.000364327 0.000323629 0.000412822 0.000276743 0.000452079 -8.03985e-05 -4.03542e-05 -1.07659e-07 2.92011e-05 -0.000516362 0.0001137 -0.000911686 0.000633408 -0.00116199 0.000164932 0.00020848 -0.000558988 0.000266755 0.000315099 0.000372273 0.000463982
internal_weight=0 5.66775 0.225748 5.51312 5.36969 5.25109 2.07259 2.01898 1.74149 0.433027 1.30847 1.23413 1.07499 0.883776 3.1785 3.05652 2.94868 2.88848 0.387382 2.5011 0.299828 0.753494 0.200002 2.40333 2.31368 0.163285 2.1504 2.0634 1.95837 1.75115
internal_count=3910 3318 592 2867 2529 2323 796 787 471 81 390 369 259 205 1527 1187 946 899 109 790 95 192 588 712 664 86 578 496 484 406
is_linear=0
shrinkage=0.00140032


Tree=614
num_leaves=31
num_cat=0
split_feature=160 401 457 1213 475 151 1425 4 11 48 482 1374 1 0 16 16 2 132 156 2 1 1212 49 49 150 151 123 393 2 42
split_gain=0.0211809 0.0211668 0.0204344 0.020496 0.0233807 0.0220064 0.0210059 0.025468 0.0273034 0.0324183 0.0255419 0.0230082 0.0238006 0.0548772 0.0299744 0.0338319 0.0309038 0.0283466 0.0274792 0.0311474 0.0373952 0.0388465 0.0303261 0.0455036 0.0328282 0.0508087 0.0270054 0.0259397 0.0252495 0.0252654
threshold=-0.40446999999999994 0.082755000000000009 0.53894500000000012 -1.0000000180025095e-35 -0.086004999999999984 -0.082489999999999994 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -1.0000000180025095e-35 0.092060000000000017 0.098580000000000015 1.0000000180025095e-35 -0.084074999999999997 -0.50763499999999995 0.0015250000000000001 0.087005000000000013 0.079995000000000011 0.090385000000000007 1.0000000180025095e-35 0.095155000000000017 -0.47181499999999993 -0.0057999999999999987 -0.045004999999999996 0.095565000000000011 -0.086769999999999986 0.10400500000000001 0.085660000000000014 0.08400500000000001 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 -1 3 4 -2 -6 7 8 10 -10 11 12 13 14 -5 -16 -17 18 19 20 21 -14 23 24 25 -21 -22 28 -15 -30
right_child=2 -3 -4 6 5 -7 -8 -9 9 -11 -12 -13 17 27 15 16 -18 -19 -20 22 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0031086813871063278 0.0035987696993875912 0.0030948364152845096 -0.0034047679312943558 0.00086219767010662458 0.0034102545866283971 -0.0035949380611358882 -0.0036234046463485036 0.002613680356437977 0.0026942867981976362 -0.0028270774053271719 -0.0033772068815509904 -0.0032106978753745443 0.0036343937213330598 -0.0036130613335522317 -0.0032149170176605634 0.0024450734435848228 -0.0035981408901240301 0.0027827307586589145 -0.001958582704613777 0.003428426558940407 0.0007031743957326657 -0.0033721496081804202 0.001890923167669408 -0.0019152557192058297 0.0025832625689319257 -0.0012271715923077436 -0.0033930476240704825 -0.0036120475896814839 0.0012947007534476194 -0.00051966338346071377
leaf_weight=0.048856906170272274 0.008520032512024045 0.0082952329987620033 0.02241300260357082 0.047792147912333882 0.0065398541973991078 0.049867947901704013 0.019322319373259123 0.052215723411791148 0.016731195239117369 0.075926727775367797 0.025888899780056707 0.024968079795144038 0.011895419098436499 0.017778544331121582 0.13960126850224697 0.030614175478604011 0.01695034793965533 0.07096487227227033 0.058259242982785397 0.041185138801665744 0.25306299813701116 0.071665319312842368 0.29749025606770374 0.087242666596466734 0.10920641127540875 0.1135404994683995 0.022603799996431917 0.019734299021365587 0.32739007291775124 0.14181270795688761
leaf_count=287 4 18 15 34 7 549 93 211 8 95 144 35 1 9 552 29 48 107 112 27 240 259 224 42 69 73 14 35 302 267
internal_value=0 -0.00220828 6.05299e-06 4.14651e-05 -0.00194536 -0.00278276 0.000103074 0.000137783 7.38559e-05 -0.00183009 0.00016528 0.000213453 0.000258958 -0.000241447 -0.00167577 -0.00232383 0.000291481 0.000585343 0.000439081 0.000577673 -0.00027053 -0.00237472 0.0010474 0.000332835 0.00107594 1.20636e-05 0.000367297 0.000423632 0.000587173 0.000746324
internal_weight=0 0.0571521 2.18118 2.15877 0.0649278 0.0564078 2.09384 2.07452 2.02231 0.0926579 1.92965 1.90376 1.87879 0.741674 0.234958 0.187166 0.0475645 1.13712 1.06615 1.00789 0.359228 0.0835607 0.648665 0.351175 0.263932 0.154726 0.275667 0.506716 0.486981 0.469203
internal_count=3910 305 3605 3590 560 556 3030 2937 2726 103 2623 2479 2444 1276 663 629 77 1168 1061 949 514 260 435 211 169 100 254 613 578 569
is_linear=0
shrinkage=0.00359063


Tree=615
num_leaves=31
num_cat=0
split_feature=1 11 3 15 0 2 3 403 133 0 0 48 0 2 44 48 14 1 484 13 1375 0 150 52 133 1212 16 48 43 12
split_gain=0.0921974 0.0753594 0.0941436 0.0793473 0.0708765 0.0694051 0.0869967 0.06688 0.0624938 0.0624133 0.0621041 0.0649769 0.0716316 0.0711862 0.0795088 0.0764275 0.0811792 0.0649988 0.0601496 0.0562918 0.05694 0.0948095 0.0658524 0.0631543 0.0551153 0.0647109 0.0644483 0.097356 0.0819392 0.0629424
threshold=0.10113500000000002 0.08184000000000001 -0.115685 0.079360000000000014 -0.017269999999999997 0.11635500000000001 0.097615000000000021 -1.0000000180025095e-35 0.032270000000000007 -0.067584999999999992 -0.053834999999999994 0.12675000000000003 -0.23129999999999998 1.0000000180025095e-35 0.088980000000000017 -0.086624999999999994 -0.46879999999999994 0.13026000000000001 -0.0043499999999999988 -0.10547499999999999 -0.43144499999999991 -0.23029999999999998 0.08882000000000001 0.10599500000000002 -0.090054999999999982 -0.5172699999999999 -0.083564999999999987 0.086870000000000017 -0.15648499999999999 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 8 10 6 7 -4 -1 -5 11 13 -13 17 15 -15 -17 -2 -9 -20 -21 -22 23 24 25 -23 -26 28 -28 -30
right_child=4 -3 5 9 -6 -7 -8 18 -10 -11 -12 12 -14 14 -16 16 -18 -19 19 20 21 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.00068526491444487474 -0.00028519425895062235 -0.0010197177287148643 -0.00092406695661230486 -0.00117990320832715 0.00077217171040332806 -0.0010610562324956099 0.00029070567883883089 -0.0011788024035065984 -0.00033363821297341904 0.00077857889902600993 -0.00050214290304325673 -0.0012110475136437012 3.017666029270556e-05 -0.000563830320364365 -0.0010067687682476067 -0.00046897218530173252 0.00085306269827469861 0.000797536173107767 -0.00095503330952317357 -0.0011937609070617593 0.00070859549790315698 0.00083351186989036796 -0.00099697497155652173 -0.0010342075952931927 0.00039555590465123762 -0.0011750757291064927 0.0005260958771966264 0.00053485816161214091 -0.0002867744078195282 -0.0011755015457087902
leaf_weight=0.39789601074880998 0.40467652221923323 0.13909889603564796 0.20345396826997086 0.078852312708477257 0.21686393685376959 0.13185504660577851 0.43241800306350331 0.085845063076706363 0.10431239574427309 0.03117183709400706 0.23241782255354348 0.090755250406800769 0.21519763520336721 0.072033249729429261 0.046018066379474476 0.071630671722232253 0.58102280037201148 0.093759935025445884 0.1195642580005386 0.065929352887908688 0.18499725399306211 0.027816468915261794 0.12424144766919187 0.094353639449764048 0.43770092225168011 0.10570541493234675 0.10360152264183975 0.20003032665408682 0.28613996378406659 0.17714368532597291
leaf_count=80 180 83 807 66 230 162 91 363 34 7 111 17 56 22 16 31 274 50 42 10 33 22 131 236 109 223 23 64 69 268
internal_value=0 -0.000174424 -0.00013977 0.000276191 0.000139209 -0.00023135 -0.000190051 -0.000283841 0.000473631 -0.00062503 6.32668e-05 0.000146698 -0.000338009 0.000263546 0.000486713 0.00058155 0.000707965 -8.15239e-05 -0.000219135 -0.000176388 -0.000124886 -8.44264e-05 -0.000178667 -0.000107694 -4.23644e-05 -0.000756629 3.6806e-05 -0.000167943 -0.000415932 -0.000626593
internal_weight=0 3.53213 3.39303 0.612233 2.02438 2.7808 2.64894 2.21652 0.502208 0.110024 1.80751 1.57509 0.305953 1.26914 0.770705 0.724687 0.652653 0.498436 2.01307 1.92722 1.80766 1.74173 1.55673 1.43249 1.33814 0.133522 1.20462 0.766915 0.566885 0.463284
internal_count=3910 2923 2840 187 987 2653 2491 2400 114 73 757 646 73 573 343 327 305 230 1593 1230 1188 1178 1145 1014 778 245 533 424 360 337
is_linear=0
shrinkage=0.00117172


Tree=616
num_leaves=31
num_cat=0
split_feature=31 2 147 1348 14 1456 11 130 1 52 4 4 52 42 2 2 151 49 15 48 124 1373 160 52 42 12 1429 151 1212 2
split_gain=0.0199541 0.0197416 0.021983 0.0234749 0.0343057 0.0262334 0.0230104 0.022376 0.0232841 0.0296951 0.0312448 0.0359046 0.0557342 0.0466571 0.0290762 0.0347585 0.0348048 0.0305077 0.027054 0.0243547 0.0257765 0.0256649 0.0284754 0.0345457 0.0318683 0.0268185 0.024316 0.0253074 0.025178 0.0242705
threshold=-1.0000000180025095e-35 0.17730000000000004 -1.0000000180025095e-35 0.084895000000000012 0.078275000000000025 -1.0000000180025095e-35 0.088160000000000002 -0.23515499999999998 0.10113500000000002 0.11401500000000002 -0.083329999999999987 -0.49837999999999999 0.10433000000000002 0.093535000000000021 0.086915000000000006 0.10457000000000001 -0.0060399999999999994 0.090775000000000008 -0.035939999999999993 -0.092094999999999996 -0.50873999999999986 -1.0000000180025095e-35 -0.079684999999999992 -0.40083499999999994 0.10056500000000002 -1.0000000180025095e-35 0.086095000000000019 -0.082774999999999987 -0.5172699999999999 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 11 12 -9 -13 26 17 -17 29 -11 -10 -21 -22 25 24 -24 -23 27 -12 -29 -16
right_child=1 -3 3 -5 -6 6 -8 8 19 18 14 13 -14 -15 15 16 -18 -19 -20 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.003076121117484407 -0.0033940479916930396 0.0026511398891830339 -0.0023451135565519688 0.002585135598649996 -0.00313170860793245 -0.003409747751108869 -0.0016579838490895431 -0.0034037031740381954 -0.0023753736944510675 0.00062098132281105344 0.00095777385317263799 0.0016548574731050953 0.0020818867595069957 -0.0034008128086114595 0.00028284870633390547 0.0031703136973037496 -0.0030404900508672291 -0.0031761516926143494 -0.0033991523512637944 -0.0031351098829041769 -0.001835747843131771 0.0026131884950582568 -0.0033921465359890478 0.0018178284365784189 0.0023390476081664793 -0.0012912063164712403 0.003144154401908406 0.0025666549643403752 -0.0023931502001751444 0.0024987994779075177
leaf_weight=0.023161549210726995 0.023212389151013979 0.029858205122763937 0.056317756260116592 0.037080675531797058 0.04271875493736832 0.020837158424003799 0.091751285294776497 0.05184734148588177 0.029228214487375226 0.028660797825978079 0.037140911299502477 0.28947007301258187 0.035876119043678045 0.022523926033727548 0.32534050953472615 0.012308685348216386 0.064244991448845212 0.025139991050195931 0.0578379075182055 0.01859897154099599 0.036538163869408891 0.026041641551273642 0.029603992589727568 0.38984173540848122 0.017777323475456797 0.08887830794446927 0.01300650265375225 0.012498050235080882 0.18761020608655454 0.068498250245283998
leaf_count=113 30 80 344 63 115 23 120 71 17 129 79 430 4 17 478 10 191 177 211 11 7 40 69 390 9 82 6 19 535 40
internal_value=0 -8.1119e-05 -0.000119233 -8.33291e-05 -0.000130897 -6.7979e-05 -3.2458e-06 7.71122e-05 0.000115997 -0.00015549 -1.11408e-05 0.000752154 -0.00116027 0.00128987 -0.000420241 5.45338e-05 -0.00204189 0.000437581 -0.00206711 0.000641477 0.000786677 0.000910583 0.00109232 0.00148626 -0.00124182 -0.000406444 -0.00136035 -0.00160729 -0.00208338 0.000668257
internal_weight=0 2.17029 2.14043 2.11722 2.08014 2.03742 1.9811 1.88935 1.86851 1.232 1.14551 0.399717 0.0877235 0.311994 0.745788 0.495532 0.0765537 0.418979 0.0864987 0.636508 0.60728 0.588681 0.552143 0.437223 0.0473813 0.11492 0.250256 0.237249 0.200108 0.393839
internal_count=3910 3797 3717 3687 3624 3509 3165 3045 3022 2397 2057 522 75 447 1535 896 201 695 340 625 608 597 590 468 78 122 639 633 554 518
is_linear=0
shrinkage=0.00338353


Tree=617
num_leaves=31
num_cat=0
split_feature=393 158 31 156 1365 130 403 151 484 1213 1453 1373 133 52 42 15 4 52 160 1374 14 483 49 49 2 0 0 1 15 2
split_gain=0.0190802 0.019163 0.020079 0.0191056 0.0188393 0.0190476 0.0195568 0.0261646 0.0332609 0.0214445 0.0206602 0.020459 0.0202969 0.0280277 0.0267943 0.0246026 0.0257976 0.0334926 0.0306488 0.0255517 0.0258707 0.0256122 0.0250336 0.0313947 0.0309603 0.0260682 0.0276378 0.0301515 0.0362662 0.0510379
threshold=-1.0000000180025095e-35 0.11136500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24153999999999998 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.11103 -0.26719999999999994 -0.42985499999999993 0.11118500000000002 0.17176000000000005 -0.49837999999999999 0.10433000000000002 -0.40446999999999994 -0.095439999999999983 0.078275000000000025 0.09641000000000001 -0.086904999999999996 -0.14917999999999998 0.094825000000000007 -0.21145499999999998 -0.15713499999999997 0.11395500000000001 -0.095799999999999982 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=-1 2 -2 -4 5 -5 7 -7 -9 -8 11 12 -11 -14 15 16 17 -15 -18 -20 21 22 23 -21 -25 -24 -27 28 29 -28
right_child=1 -3 3 4 -6 6 9 8 -10 10 -12 -13 13 14 -16 -17 18 -19 19 20 -22 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=-0.0031916834156387923 0.0032021180279582723 -0.0027439226839743669 -0.0031911151399813559 -0.0030976509665710718 -0.0021421087948904865 0.0022688754987553236 -0.0031907952917823706 -0.0028998251082692659 0.0011651575757401615 -0.0019510197355380161 -0.0032086433921352121 -0.0029664469793778741 -0.0027038803630970928 -0.0030916800262914029 0.0027450149395989243 -0.0014127012676910594 -0.002535824713504854 0.0010288298510913712 -0.00099214834338631893 0.0015492662788080516 -0.0022372987394110567 -0.0019284564836444947 0.0021355989972062944 -0.0032085249098012312 0.00025544183867534393 -0.0011959378438958488 -0.0022034030902190059 0.0021983789872176826 0.00100974017169821 0.0016412385038608258
leaf_weight=0.019392933924337163 0.01995850671119237 0.025826673030905911 0.019031548931254139 0.019206743924771508 0.040215171288764284 0.019235291749282624 0.019049401221766238 0.074480205089232476 0.028213781191425369 0.040547804094332895 0.017799245299329303 0.019965059183959855 0.030401578912006566 0.047107285158290657 0.047530258898177524 0.07958528339077009 0.03310016833052154 0.034917637825401471 0.099712978583740841 0.057045336738156038 0.030238671586857779 0.035475608822025495 0.169868590864098 0.049913675073640085 0.055279887117649196 0.066872187077933409 0.092563149813258638 0.15711800641747686 0.60618331059104857 0.056542914054261928
leaf_count=76 110 158 191 26 73 25 233 789 45 181 44 18 214 59 78 43 186 13 61 23 46 117 86 40 31 53 88 200 558 45
internal_value=0 -1.44995e-05 1.96014e-05 -1.14255e-05 1.84115e-05 6.21176e-05 9.29437e-05 -0.00114381 -0.00178303 0.000174596 0.00020967 0.000243286 0.000279086 0.000330774 0.000384442 0.000317319 0.000403807 -0.0013376 0.000498408 0.000566414 0.000679267 0.000744747 0.000817063 -0.000355341 -0.00138819 0.000982585 0.000782579 0.000927589 0.000663235 -0.000745466
internal_weight=0 2.09299 2.06716 2.0472 2.02817 1.98795 1.96875 0.121929 0.102694 1.84682 1.82777 1.80997 1.79 1.74946 1.71905 1.67152 1.59194 0.0820249 1.50991 1.47681 1.3771 1.34686 1.31139 0.162239 0.105194 1.14915 0.97928 0.912407 0.755289 0.149106
internal_count=3910 3834 3676 3566 3375 3302 3276 859 834 2417 2184 2140 2122 1941 1727 1649 1606 72 1534 1348 1287 1241 1124 94 71 1030 944 891 691 133
is_linear=0
shrinkage=0.00318838


Tree=618
num_leaves=31
num_cat=0
split_feature=1 0 39 3 0 3 48 14 14 42 11 51 51 47 52 4 48 43 160 52 42 15 16 133 13 159 403 16 9 45
split_gain=0.105622 0.132639 0.0867988 0.0750748 0.0719615 0.113554 0.112249 0.0787871 0.0734657 0.0716616 0.0672343 0.0666643 0.0653535 0.064241 0.0907967 0.0696615 0.111485 0.0650952 0.0611053 0.0604082 0.0599762 0.0716516 0.0687357 0.0665275 0.0842056 0.0595431 0.0645751 0.0692834 0.0636361 0.0594515
threshold=1.0000000180025095e-35 -0.084074999999999997 0.005105000000000001 0.16699000000000003 -0.10575999999999998 -0.12817999999999996 0.12675000000000003 -0.46510999999999997 -0.074139999999999984 -0.089744999999999978 0.079700000000000007 -0.40274499999999996 -0.031524999999999991 0.096475000000000019 -0.0066199999999999991 0.0057500000000000008 0.086125000000000021 -0.010284999999999997 -0.23073999999999997 0.11401500000000002 0.084815000000000015 0.085285000000000014 -0.092014999999999986 0.089845000000000022 -0.076679999999999984 -0.52106999999999992 0.03138500000000001 0.51388000000000011 -0.016839999999999997 -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 6 10 7 -2 -7 -3 -6 -4 -11 14 15 16 -9 -15 -16 20 21 -14 -23 24 -22 -10 27 28 -27 -30
right_child=2 9 11 -5 5 8 -8 13 25 12 -12 -13 19 17 18 -17 -18 -19 -20 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.000842013099986632 -0.0012354480513715042 -0.0011297498162198168 -0.0013532750568237112 0.00082105200726411353 0.001191530181724362 0.0011202015779335718 -0.00095481893836204081 0.00028833029518943155 0.0010882633562783702 -0.0013497839354773781 -0.00010667394734833731 0.00070507337544423588 0.00065793770687633593 0.00047551907981407553 -0.00033622918869596896 0.00068907655034084261 -0.0013555607917450426 -0.00098259483965751023 0.0010813041655890203 -0.0010089079315988927 -0.0013504660061311249 0.00082454281015993615 -0.0013569294893521582 -0.0013578095124085505 0.00060729396605040706 0.0013672041013480327 0.00016648300795020745 0.0001665494815206161 0.0013506408180709811 -0.0013434772714268873
leaf_weight=0.60627762482363312 0.061764691257849225 0.10424684325153055 0.030284992069937289 0.18018452316027822 0.1083829965573393 0.041373016720172906 0.1576073408286901 0.20650994680909174 0.031409283947142264 0.057931547907173697 0.21689800010426552 0.4847501578988157 0.52173855179353257 0.10046860065995133 0.063536477489833154 0.20983452782093082 0.1171206111102947 0.12382322144912894 0.41434851669328188 0.078971848728542682 0.053624184989530477 0.042084523476660141 0.069175736727629666 0.077590718089595612 0.15437363979435759 0.017318203637842977 0.10476469553395873 0.081955673096672399 0.015321802551626185 0.47017073601363846
leaf_count=996 7 203 10 151 64 17 43 75 10 134 144 368 117 13 35 27 34 35 125 166 90 3 134 111 38 3 80 42 7 628
internal_value=0 -0.00033185 7.73453e-05 -1.84993e-05 -7.7995e-05 -0.000339896 0.000117771 0.000248068 -0.000623986 -6.51516e-05 0.000325885 0.000584039 3.99948e-05 0.000322223 0.000466747 8.50496e-05 -0.000306587 -0.000329452 0.000892838 0.000120704 0.000217818 0.000448824 -0.000531781 -0.000294203 0.000102561 -0.000724081 -0.000806636 -0.000980977 -0.00116802 -0.00125845
internal_weight=0 1.76602 3.23783 2.72279 2.54261 1.08759 1.45501 1.29741 0.762313 1.15974 0.325281 0.515035 1.05549 1.23564 1.01135 0.533465 0.323631 0.224292 0.477885 0.997559 0.918587 0.632999 0.11126 0.285589 0.207998 0.72094 0.689531 0.584766 0.502811 0.485493
internal_count=3910 1992 1918 1540 1389 995 394 351 787 996 208 378 793 344 296 136 109 48 160 659 493 254 137 239 128 770 760 680 638 635
is_linear=0
shrinkage=0.00134594


Tree=619
num_leaves=31
num_cat=0
split_feature=1 47 15 1 3 0 48 44 12 43 3 403 15 52 48 52 3 12 43 2 52 2 474 457 39 159 50 3 3 3
split_gain=0.0690919 0.0712521 0.0903267 0.0707078 0.0685809 0.064691 0.064046 0.0707281 0.065584 0.0650082 0.0568169 0.0551578 0.0655293 0.0542175 0.0510572 0.0534707 0.0509574 0.0595238 0.0698629 0.0635731 0.0516541 0.057382 0.0473384 0.0486076 0.0456779 0.0457659 0.0731789 0.0712546 0.0512474 0.047912
threshold=0.094485000000000013 0.09252500000000001 0.024640000000000006 0.10956 -0.115685 -0.10303999999999998 0.12862000000000004 0.086480000000000015 0.085845000000000019 -0.079109999999999986 0.084925000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094124999999999986 0.086870000000000017 -0.083529999999999979 -0.089974999999999986 0.088590000000000016 -0.14839499999999997 -0.013084999999999998 0.08709500000000002 0.096540000000000015 -1.0000000180025095e-35 0.51789000000000007 0.11742500000000002 -1.0000000180025095e-35 0.08920500000000002 -0.073984999999999981 -0.075954999999999981 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -1 -5 7 8 22 -10 11 -6 14 -12 -13 -16 -14 19 -19 -18 -21 -22 -2 -24 25 -3 27 28 29 -27
right_child=1 24 3 5 10 -7 -8 -9 9 -11 13 12 16 -15 15 -17 17 18 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00024212270404384552 -0.00058462856397989004 -0.0013511156106006702 -0.0010890071043300469 0.0012198022314266769 -0.0012370156359080061 -0.00047045637049939907 -0.00054937657997547289 -0.0012088973914342201 -0.00088008557080303891 0.00062496689980946188 -0.00098977173110539603 -0.0011558836754847241 -0.00083738143119155555 0.00015560845713316349 0.00058226416660877103 -0.00098724237260776988 -0.0013478349611319249 0.00046771392530008696 -0.0013501158853026511 0.00078025246375371755 -0.0013569629214389338 0.0013235408085971903 0.0011310778290522729 -0.00060296313591577362 0.00084306816627529473 0.00039478401235098294 0.0012021495817253979 -0.00089129145759027665 0.0012641569415273008 -0.0012530190603052195
leaf_weight=0.49398379589183594 0.034552628985693223 0.072737919399514794 0.12651603171707393 0.070978156465571374 0.15546321881447478 0.097183807680266909 0.091414083464769647 0.03613747977942694 0.079818377766059712 0.1491177314928791 0.086341042582716909 0.26684537309665723 0.14386041099533031 0.56339675042181614 0.080000629180176475 0.077334982451247924 0.036203092167852446 0.06359143638110254 0.096296324939430633 0.2811275368731011 0.046829392904328415 0.020935410851961933 0.54279112376570993 0.030954613670473918 0.064242884371196851 0.08202241818071343 0.058755157897394383 0.23822338252284669 0.05824007949559018 0.052379116372321732
leaf_count=229 17 61 123 19 807 58 14 13 65 141 48 730 115 114 55 135 30 15 272 107 61 5 475 6 16 17 30 79 7 46
internal_value=0 0.000138786 0.000323308 -0.000328896 -0.00020509 0.000242972 0.000522513 0.000634706 0.000714281 0.000100232 -0.000320257 -0.00048604 -0.000381147 3.40349e-06 -0.000797323 -0.000189193 -0.000124871 6.32115e-05 -0.000627119 0.00034983 0.000525989 -0.000528842 0.000945382 0.00103752 -0.000232104 -0.00035493 -0.000206936 -0.000399087 0.000209579 -0.0002474
internal_weight=0 1.88606 1.25946 0.294678 2.41221 0.168162 0.964786 0.873372 0.837234 0.228936 1.91823 1.26849 1.11302 0.649738 0.424181 0.157336 0.688844 0.544983 0.159888 0.385095 0.348892 0.0677648 0.608298 0.573746 0.626601 0.562358 0.48962 0.430865 0.192642 0.134402
internal_count=3910 1187 931 200 2723 77 731 717 704 206 2494 2332 1525 162 920 190 605 490 287 203 173 66 498 481 256 240 179 149 70 63
is_linear=0
shrinkage=0.00134594


Tree=620
num_leaves=31
num_cat=0
split_feature=3 124 402 38 3 0 0 14 13 39 42 160 38 132 50 15 16 448 43 15 15 49 11 403 403 9 457 457 2 2
split_gain=0.0868187 0.0861825 0.0873532 0.0859136 0.074983 0.0891294 0.0846486 0.0786256 0.0842303 0.0855443 0.0815204 0.0948976 0.0815128 0.0741272 0.0716135 0.0694046 0.0685909 0.0575908 0.0572972 0.0946694 0.148162 0.0571214 0.0550713 0.0549142 0.0803538 0.0553049 0.0533005 0.0855866 0.0726307 0.0646163
threshold=0.30601500000000009 -0.048219999999999992 0.086105000000000015 0.13790500000000003 -0.12008499999999998 -0.10575999999999998 -0.061994999999999995 -0.074139999999999984 -0.15610499999999997 0.16168500000000002 0.08401500000000002 -1.0000000180025095e-35 -0.073614999999999986 0.080815000000000012 0.083215000000000011 0.079360000000000014 -0.25582999999999995 -0.077679999999999985 -0.074254999999999988 0.041585000000000004 -0.052074999999999989 1.0000000180025095e-35 0.08184000000000001 0.03138500000000001 0.088015000000000024 -0.016839999999999997 -0.066264999999999991 -0.14786499999999997 0.11230000000000001 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 2 -1 17 6 14 15 -7 -9 10 12 -12 -10 16 26 22 -8 -2 19 20 21 -13 -3 25 -25 -14 27 -6 29 -28
right_child=3 4 -4 -5 5 7 13 8 9 -11 11 18 23 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00059077717748728812 -0.00083862915029227908 0.00072004911042454381 -0.0012032263658524826 -0.0012025516028188929 0.00065281900492181535 0.00092792231016613417 0.0010100874665232454 0.00026831300513320588 0.00058713400427380246 0.00089031027394314741 -0.0011793573224834161 0.00061941254516962934 0.0012138006903721903 0.0011824890423246328 -0.00095500185108875169 -0.0011168553168330888 -9.6092452447548896e-05 0.0011991912677427213 -0.00060402073963243606 0.00086634885962693297 -0.0012020824834085865 -0.0010505005063806026 -0.00036297927484923358 0.00047877371698661151 -0.0011995989519694036 -0.0010918515666490103 0.00012286758459024069 -0.0011086261101151379 -0.00039683338893007437 0.00081263142283187831
leaf_weight=0.39637697273428774 0.022407950833439827 0.1058017067007313 0.042971898437826894 0.030271095922216773 0.057935468023060821 0.064531346870354223 0.10910872594831744 0.23179265551152717 0.056928535574115813 0.061548392215627135 0.14435077374946625 0.19075427189272887 0.015199888388451654 0.14906756548953126 0.10538259099303093 0.10112462620600127 0.3008406581247981 0.1708255217745317 0.24215426171303867 0.1596936094792909 0.14005893081048326 0.034560250917820667 0.18317601333910716 0.091153613097048947 0.073680887780938065 0.66508674878059471 0.81343071739320272 0.12317048598924873 0.27963080944027741 0.25475168854245567
leaf_count=258 2 44 32 6 15 32 37 32 12 28 566 94 2 40 44 89 140 156 534 42 95 78 65 38 130 943 153 41 75 87
internal_value=0 -9.11448e-05 0.000415309 0.000669597 -0.000137941 -0.000212891 0.000162596 -0.000371563 -0.000411363 -0.000495379 -0.000542404 -0.000290344 -0.000797126 0.000460758 -2.06361e-06 -0.00026467 0.000198319 0.000962879 -0.000123078 9.87265e-05 -0.000236778 0.00036327 3.35435e-05 -0.000890372 -0.000271458 -0.00104034 6.36188e-05 -0.000545143 0.000145418 0.00028737
internal_weight=0 5.19426 0.439349 0.223505 4.75492 3.8058 0.949119 2.17149 2.10696 1.87517 1.81362 0.911572 0.90205 0.559017 1.6343 0.390102 0.409949 0.193233 0.767221 0.525067 0.365373 0.225315 0.288978 0.845121 0.164835 0.680287 1.52892 0.181106 1.34781 1.06818
internal_count=3910 3746 290 164 3456 3041 415 2626 2594 2562 2534 1409 1125 217 415 198 177 158 843 309 267 172 109 1113 168 945 371 56 315 240
is_linear=0
shrinkage=0.00119516


Tree=621
num_leaves=31
num_cat=0
split_feature=3 38 39 0 15 1 2 3 11 4 448 0 52 48 52 484 3 2 0 3 42 457 51 1375 9 12 0 12 2 123
split_gain=0.0895118 0.116652 0.0808384 0.079404 0.128127 0.10431 0.13258 0.130454 0.148776 0.0904363 0.0854283 0.0816265 0.12123 0.0881042 0.079966 0.0739138 0.0598472 0.058696 0.0820333 0.0748984 0.0619229 0.0582486 0.121397 0.0719883 0.0536288 0.0594644 0.0647802 0.0554952 0.0533066 0.0527422
threshold=0.31335500000000011 0.13790500000000003 0.18016500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.076695000000000013 1.0000000180025095e-35 -0.23071499999999998 -0.080249999999999988 -0.073129999999999987 0.0033900000000000002 0.12862000000000004 0.18936500000000003 -0.0043499999999999988 0.13772500000000001 0.10393500000000001 -0.070894999999999986 0.11476000000000001 0.091230000000000019 -0.0015249999999999997 -0.07742499999999998 -0.43271999999999994 -0.016839999999999997 0.097345000000000015 -0.10303999999999998 0.10371500000000002 0.10362500000000001 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=2 -2 3 5 -5 17 24 8 10 16 -8 12 13 15 -14 -9 29 18 19 28 -20 -17 -23 -24 -7 -26 -27 -28 -1 -6
right_child=1 -3 -4 4 9 6 7 11 -10 -11 -12 -13 14 -15 -16 21 -18 -19 20 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.00092348400908892961 0.0013228692343195338 -0.0013310014511543568 0.0013324099740148743 0.0010451012476971199 -0.00081225938324009414 0.00092193128238400156 -0.0008975457358194526 -0.0013227757459074784 -0.00035372875979545646 0.00081686350690684932 0.0011684633441272272 -0.0012308308470215718 0.0012208868390688726 -0.0013552100451112382 -0.00023500983256697231 -0.00067278283369935307 0.00045838932295590726 -0.0013270863653296588 -0.00040047408078002481 0.00038901982898109741 0.0011714709937404046 -0.00076623135697549531 -0.00034434324008095549 0.00095722863825612348 -0.0009313957316015517 0.00047450038615170684 -7.3647765005113491e-05 -0.0011834535990121982 0.00096964837413079626 0.00040148653104697468
leaf_weight=0.9806318532855578 0.11283395977443422 0.038741425611078739 0.047469726894632802 0.15749476437122212 0.4496396362028463 0.03585059499164378 0.039185364963486902 0.10375119085801976 0.27508226328791352 0.11363998683736998 0.31491133226518309 0.16097064158384444 0.14502133318455879 0.15524161388748325 0.12008320511085913 0.24249710547155678 0.10260594449937344 0.25380448166652048 0.11994744025287252 0.089053747651632764 0.06858391318746726 0.18211942771449663 0.10623866025707662 0.24375951014371888 0.79175152457901254 0.12565382246975787 0.15198041383337113 0.16216498773428611 0.026600849447277142 0.072372161070234142
leaf_count=1500 142 6 30 103 202 61 4 26 152 35 194 46 23 27 38 32 10 311 27 10 41 19 14 70 597 15 61 85 7 22
internal_value=0 0.000644562 -0.000382551 -0.000396609 -3.53979e-05 -0.00046271 -0.000332286 -0.000128 0.000374277 -0.000265904 0.000939833 -0.0003445 -0.000234643 -0.000438819 0.000561416 -0.000276857 -0.000462898 -0.000747209 -0.00063266 -0.000770931 0.000171368 -0.000136768 0.000107505 0.000562149 -0.000668981 -0.000715292 -0.000326251 -0.000646541 -0.000873487 -0.000643985
internal_weight=0 0.151575 5.83811 5.79064 0.895752 4.89489 3.35626 2.08886 0.629179 0.738258 0.354097 1.45968 1.29871 1.03361 0.265105 0.878366 0.624618 1.53862 1.28482 1.09629 0.188531 0.774615 0.532118 0.349998 1.2674 1.23155 0.439799 0.314145 1.00723 0.522012
internal_count=3910 148 3762 3732 372 3360 1464 645 350 269 198 295 249 188 61 161 234 1896 1585 1517 68 135 103 84 819 758 161 146 1507 224
is_linear=0
shrinkage=0.00131955


Tree=622
num_leaves=31
num_cat=0
split_feature=160 51 39 1 12 13 132 133 52 129 3 0 1 122 124 1365 52 52 133 151 15 129 457 104 49 1374 159 52 1212 13
split_gain=0.077512 0.0692457 0.093672 0.0769803 0.0752525 0.0750913 0.0841773 0.096229 0.0910746 0.0878462 0.094257 0.0877824 0.100061 0.0713732 0.0672041 0.0671797 0.0601592 0.0980698 0.0917505 0.0869074 0.0953575 0.0753414 0.0743974 0.0738258 0.0679023 0.0762523 0.106476 0.0913952 0.0615456 0.0588902
threshold=-0.40446999999999994 -0.40274499999999996 0.005105000000000001 0.092550000000000007 -0.095029999999999989 -0.23438999999999996 0.079995000000000011 0.093130000000000004 -0.27466499999999994 0.08956500000000002 -0.22254999999999997 -0.07773999999999999 1.0000000180025095e-35 0.12621500000000005 -0.52484999999999993 1.0000000180025095e-35 -0.0066199999999999991 -0.048794999999999991 -1.0000000180025095e-35 0.083140000000000006 0.05377500000000001 0.086720000000000005 -0.0015249999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 0.092630000000000018 -0.07125999999999999 -0.5172699999999999 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 -10 12 -8 14 -5 16 17 19 21 20 22 28 -12 29 25 -24 -27 -28 -18 -20
right_child=1 2 3 13 -6 6 11 -9 9 -11 15 -13 -14 -15 -16 -17 18 -19 23 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00087921122178101225 -0.0007297465021561594 0.00037810671250700128 -0.0010774671750939284 -0.0010445172206653289 0.00033893542298875037 -0.0011139163603463287 -0.0012252718868751894 -0.0012078191160219728 0.00085452720213211768 -0.0012161293390183915 -0.0012284924257438081 0.00090447417327912819 0.00056477794566188618 -0.00123687573176785 0.00092465430764352265 -0.0012269785942487738 0.00074379815154204166 -0.001032378985386548 0.00031258147808231113 0.0010368282187027734 -0.0012327160793067639 0.00085997253107948451 -0.00059276521783331549 -0.0010644718001821386 -0.001000617673486205 0.00082684006854894226 -0.0012322198547126829 0.0010877329400947287 -0.00099862015960494621 -0.00046170262377157772
leaf_weight=0.16664684061197466 0.20534125971607853 0.48960266692665744 0.08541467072427622 0.027440490666776896 0.16047445229196444 0.13934324203546644 0.082785677803258295 0.13214616574714444 0.15502132799156321 0.10309665057502559 0.075408111209981143 0.22645036365429394 0.10560843792336527 0.027010060846805573 0.41959123161723255 0.079315504350233712 0.034346827327683349 0.22445453557702622 1.3121676108075879 0.085454712156206369 0.12575349083635956 0.048602004375425167 0.13705341247259639 0.068909099598385981 0.079983848851043149 0.31109250723238802 0.083092969456629362 0.036242909540305845 0.24516023507567297 0.16425345086463483
leaf_count=305 143 168 40 6 40 274 118 432 50 119 30 108 67 2 344 51 28 213 452 10 65 10 15 19 84 50 71 20 554 22
internal_value=0 -3.52398e-05 -8.15465e-06 0.000400407 -0.000153081 -7.28662e-05 -0.000127307 -0.000186589 -0.000148128 -0.000108187 -7.32168e-05 0.000392988 -0.00022182 0.000687506 0.000803779 -0.000119442 -9.04692e-05 -0.000308832 4.45666e-05 -0.000134968 -0.000252965 -0.000540913 -8.25241e-05 0.000168877 5.09429e-05 0.000199155 0.000451312 -0.000527638 -0.000784506 0.000226442
internal_weight=0 5.47062 5.26528 0.719931 0.245889 4.54535 4.05574 3.6409 3.50875 3.36941 3.26631 0.414844 0.188394 0.474042 0.447032 3.11129 3.03198 1.15854 1.87344 0.934082 0.848627 0.328109 0.722874 1.54533 0.647466 0.567482 0.430428 0.119336 0.279507 1.47642
internal_count=3910 3605 3462 432 80 3030 2862 2569 2137 1863 1744 293 185 352 350 1694 1643 558 1085 345 335 592 270 493 240 156 141 91 582 474
is_linear=0
shrinkage=0.00121906


Tree=623
num_leaves=31
num_cat=0
split_feature=138 1374 1456 151 457 457 1213 475 11 48 403 16 150 474 160 133 15 43 457 128 1 130 1 15 48 376 484 52 15 52
split_gain=0.0194968 0.0199974 0.0191696 0.0228424 0.0224777 0.0372214 0.0250039 0.0251084 0.0220213 0.0276678 0.024191 0.023149 0.0212284 0.0257527 0.0243995 0.0273892 0.0289837 0.0258684 0.030945 0.0309666 0.0308213 0.0290977 0.0309453 0.0431712 0.064239 0.0377985 0.0284727 0.0358704 0.0355275 0.0410917
threshold=1.0000000180025095e-35 0.098580000000000015 -1.0000000180025095e-35 -0.035524999999999994 -0.15747999999999998 -0.066264999999999991 -1.0000000180025095e-35 -0.086004999999999984 0.088315000000000018 -0.11284499999999999 -0.084084999999999979 -0.50763499999999995 -0.22988499999999998 -1.0000000180025095e-35 -0.098319999999999991 -0.031394999999999992 -0.10469999999999999 -0.049504999999999987 0.092565000000000022 0.11836500000000001 0.14000500000000002 -0.23515499999999998 0.092550000000000007 -1.0000000180025095e-35 0.086870000000000017 0.24856000000000003 0.085815000000000016 -0.087094999999999992 -0.095799999999999982 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -11 -12 -13 -14 15 -15 -17 18 19 21 26 -16 23 24 -23 -24 27 -19 -29 -30
right_child=-2 -3 4 -5 5 6 8 -9 -10 10 11 12 13 14 17 16 -18 20 -20 -21 -22 22 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.00082991581987820805 0.0038150665883617072 -0.0034477759794415814 0.0025732781857608173 -0.0038168409082049454 -0.002754096998124479 0.0038184391853615827 -0.0030603526359149103 -0.0034592117560437105 -0.0017148680377577824 -0.0024035734621719353 0.0019486263169522665 0.0035872577923282234 -0.0034506212587391435 0.0017396167615514595 -0.0032068462331367614 0.0012270061604824397 -0.0037784914753517993 -0.0023217176077932559 -0.0031136426114137935 -0.0037858352038736484 0.003084093487280979 -0.0038170753808715783 0.0032984423092662306 0.0018323521515726062 0.0021171554872913448 -0.0035603189161873372 0.0021522708211467903 -0.0016004659285036866 0.00074218799139398692 -0.003574078118719863
leaf_weight=0.024420869759524066 0.01855484551651887 0.025715354445310257 0.047997446266892285 0.041396612240874986 0.072091238225996057 0.0079973784741014242 0.037069972082465319 0.049398442543749588 0.091738639402592415 0.047993086840849464 0.12070648595090561 0.026725157775219555 0.028130607734739743 0.029492858775256536 0.019419475005634013 0.022550674560989137 0.065815911575329289 0.12003613095453203 0.025285836989496602 0.017493142855528276 0.043653014470692142 0.058654862918729123 0.16615528025886306 0.21184710291049724 0.04829241343418289 0.012547086431368371 0.068768697212817642 0.16347440681192948 0.46601025064704127 0.034387510049782577
leaf_count=41 31 38 41 326 182 4 28 547 133 445 162 9 94 57 16 52 198 140 52 7 64 227 259 110 61 7 61 139 363 16
internal_value=0 -0.000107338 -6.77439e-05 -0.00209271 -4.39062e-06 -6.45742e-05 3.31707e-05 -0.00244516 0.000107017 0.000198124 0.000265326 0.000338543 0.000219219 0.000163033 0.000227621 -0.00143993 -0.00250112 0.000362602 0.00100533 0.00120023 -3.87389e-05 0.00136896 0.00154757 0.000836059 -0.00113745 0.00281687 -0.000198613 -0.000404845 -5.82517e-05 0.000445573
internal_weight=0 2.19527 2.16955 0.0658175 2.10373 2.05574 1.98364 0.0573958 1.92625 1.83451 1.79744 1.74945 1.62874 1.60202 1.57388 0.117859 0.0883666 1.45603 0.559695 0.534409 0.89633 0.516916 0.497497 0.318794 0.106947 0.178702 0.852677 0.783908 0.663872 0.500398
internal_count=3910 3879 3841 367 3474 3433 3251 551 2700 2567 2539 2094 1932 1923 1829 307 250 1522 739 687 783 680 664 398 288 266 719 658 518 379
is_linear=0
shrinkage=0.00381041


Tree=624
num_leaves=31
num_cat=0
split_feature=393 156 401 151 4 11 150 1211 3 41 159 150 149 146 128 481 374 155 1 15 48 52 3 1374 49 42 49 49 15 1
split_gain=0.0190394 0.0187666 0.0186104 0.0186625 0.0213745 0.038112 0.0244894 0.0230618 0.0230313 0.0218872 0.0220746 0.0244299 0.0218809 0.0216907 0.0209345 0.0204835 0.0194865 0.0198542 0.0212296 0.0383799 0.0444058 0.036536 0.0432694 0.0329655 0.0380911 0.0303994 0.0236086 0.0726463 0.0246991 0.0444791
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10072000000000002 -0.52174999999999983 0.27020000000000005 0.08184000000000001 0.081245000000000026 1.0000000180025095e-35 -0.14539499999999997 0.080335000000000018 0.10519500000000001 0.091155000000000014 0.091325000000000003 0.085010000000000016 0.11637500000000002 -0.0079799999999999992 0.10215500000000001 0.088505000000000014 0.094385000000000011 -0.0058549999999999991 0.08407000000000002 0.11401500000000002 0.086245000000000016 -0.094679999999999986 -0.085974999999999982 -1.0000000180025095e-35 -0.045004999999999996 -0.0057999999999999987 0.035895000000000003 0.11167500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 10 12 -12 13 14 15 -10 17 18 19 20 -17 22 -21 -22 -25 -26 28 -28 -20 -30
right_child=1 2 -4 4 6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 26 21 23 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0035944006632361129 -0.0035936563673650149 -0.0031094361314447727 -0.003279759757069207 0.001492627943559259 0.00055807574163891066 -0.0030177097976379964 0.0035962537099111075 -0.0035973487413276089 -0.0029032358337563562 -0.0035958577390283008 -0.0033112645820127028 0.0034518395826693428 -0.0033049265986245164 -0.0035296162317283884 -0.0036168039090860131 -0.0034928058381083673 -0.0036152222466739733 -0.002854738589438373 0.0030915482440446599 0.00035569840057418824 -0.0036150284736202625 -0.003023208926132634 0.0029787748757185767 -0.0036029955323821808 -0.0035946864481154581 0.0012581611193728118 -0.0031635152488320934 0.0012009644652884177 -0.0034115035836382399 0.0028326788780786952
leaf_weight=0.019546746040305485 0.018926820976390313 0.024084508814213978 0.022098696462876322 0.13528156851862272 0.21805002718747335 0.054806436063699837 0.040569414959463757 0.022385689436759892 0.026309794859118774 0.022143050674003351 0.044974109600161571 0.0081310531004419317 0.024225763222602725 0.02052963354071824 0.018416910730593261 0.068134913711446865 0.016247311374172457 0.024637854345996746 0.10923977875427227 0.39924453619414146 0.032558857172261924 0.032801823576392053 0.1017385811414897 0.028900097280711634 0.018338094755677048 0.17997004501216907 0.059695004732930101 0.27884543746995405 0.025205648229530198 0.03531367964023957
leaf_count=76 197 65 193 91 343 132 100 201 257 48 178 14 41 21 44 308 3 120 120 641 14 121 30 25 86 138 26 227 15 35
internal_value=0 -3.43115e-05 -2.12275e-06 3.28551e-05 6.98321e-05 -6.97182e-05 0.00103467 2.34981e-05 7.08743e-05 -5.11978e-05 -6.72093e-07 -0.00227575 7.98545e-05 0.000135405 0.000187096 0.000235841 0.000294378 0.000339925 0.000397378 5.40819e-05 -0.000912768 0.000648014 0.000888387 -0.000236044 0.000248163 0.000809405 0.000979345 0.000431374 0.00207213 0.000232044
internal_weight=0 2.11181 2.09288 2.07078 2.0467 1.78808 0.258619 1.73327 1.71088 1.5756 1.55346 0.0531052 1.50035 1.47613 1.4556 1.43718 1.41087 1.39462 1.36999 0.861687 0.327902 0.533785 0.500983 0.259767 0.227208 0.198308 0.5083 0.33854 0.169759 0.0605193
internal_count=3910 3834 3637 3444 3379 2936 443 2804 2603 2512 2464 192 2272 2231 2210 2166 1909 1906 1786 1363 571 792 671 263 249 224 423 253 170 50
is_linear=0
shrinkage=0.00359063


Tree=625
num_leaves=31
num_cat=0
split_feature=1453 1 0 133 1429 4 47 4 128 44 1374 50 14 52 42 1 16 160 51 12 4 42 158 52 0 150 133 156 1 151
split_gain=0.017556 0.0186659 0.0448063 0.0309866 0.0300656 0.0265702 0.0255105 0.0375757 0.0346564 0.0326212 0.0343433 0.0329448 0.0311793 0.0244705 0.0241241 0.0236821 0.0245276 0.0234027 0.0222506 0.0218308 0.0215182 0.0338493 0.0252414 0.0242351 0.0343151 0.032434 0.0293671 0.0206691 0.0216648 0.0240495
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.086185000000000012 0.0021050000000000005 0.09252500000000001 -0.23071499999999998 0.086435000000000012 1.0000000180025095e-35 -0.095439999999999983 0.10119500000000002 0.077685000000000018 -0.24456499999999998 -0.089744999999999978 0.10786000000000001 -0.54165499999999989 0.090010000000000021 -0.031524999999999991 -1.0000000180025095e-35 -0.51381999999999983 0.09901500000000002 0.086290000000000019 0.11401500000000002 0.047345000000000005 0.09202500000000001 -0.091614999999999988 0.11896500000000002 0.10080500000000002 -0.40391999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 9 10 -9 12 13 -12 -4 16 -8 -7 -16 -13 -20 22 23 24 25 26 -22 28 -15 -30
right_child=-2 6 14 5 -6 17 15 8 -10 -11 11 19 -14 27 18 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0035308009030966506 -0.0035427486538947414 -0.0020544596905303315 -0.0027151997655782251 -0.0035244278911696287 0.0034821462083477741 0.0013400266166605475 0.0026944998799637155 -0.00098150290709152536 -0.0025807835047185037 -0.0030121586770964289 -0.0014425407149790219 0.003529479229805418 -0.002135661441337415 0.0012757700306996514 -0.0035250578109695188 -0.00012224201858167456 -0.0032358218562131675 -0.0035241266271608595 -0.0014926228712709463 -0.0024017460590267975 -0.0035286810590259661 -0.0035378208457169723 -0.0023948910216901815 -0.0019294336909344164 0.0031635427329028362 -0.0035557384842798958 0.001555301778464982 -0.001427025981117808 -0.0019720239170280319 0.0028650003571913788
leaf_weight=0.10867828636378407 0.017818369288192915 0.066554939618981734 0.035054072152320259 0.026637567585339639 0.0081431035873720248 0.070994162428405616 0.010027873038779944 0.10078052830249362 0.038576069394252954 0.02657899068435654 0.031797971631021937 0.0092338302124517213 0.02936010777239062 0.34866675043986084 0.018019852504153278 0.24040085597516736 0.062558161680044577 0.014815146640103194 0.060436880058659881 0.04599283814275168 0.015281030466212542 0.021443736902256205 0.025156139627142693 0.027267184136917422 0.106232182290114 0.019966938765719533 0.1791041057160786 0.024819780377583811 0.01342769472830696 0.24788064112908614
leaf_count=550 67 190 199 290 7 99 5 36 119 34 37 14 90 395 128 184 138 32 20 139 77 153 32 102 33 3 218 10 13 496
internal_value=0 -3.32619e-05 -0.000480504 -0.00177227 -0.00304196 -0.000453179 0.000221023 0.000499543 0.000684887 0.00082828 0.000948092 0.00120697 0.00141464 0.00157102 0.000102531 -0.000654321 -0.00241654 0.000500221 0.000311394 -0.00141005 0.000463371 0.000763063 0.00101032 0.00125658 0.00152756 0.000716773 0.00115564 0.00172197 0.0018501 0.00261644
internal_weight=0 2.03389 0.73723 0.229268 0.116821 0.112447 1.29666 0.98367 0.917115 0.878539 0.85196 0.75118 0.695953 0.666593 0.507962 0.312987 0.072586 0.0858093 0.472908 0.0552267 0.454888 0.394451 0.373008 0.347851 0.320584 0.214352 0.194385 0.634795 0.609975 0.261308
internal_count=3910 3843 1943 978 557 421 1900 1573 1383 1264 1230 1194 1041 951 965 327 143 131 766 153 638 618 465 433 331 298 295 914 904 509
is_linear=0
shrinkage=0.00352023


Tree=626
num_leaves=31
num_cat=0
split_feature=39 13 51 133 1 3 0 14 48 1 15 457 0 1 49 13 13 43 394 394 13 474 0 4 13 9 1212 14 15 151
split_gain=0.0660761 0.0758093 0.0638328 0.0597778 0.0568546 0.0533497 0.0774567 0.0687713 0.0651508 0.0706472 0.0703855 0.0554461 0.0515345 0.0480319 0.0439437 0.0427596 0.0887733 0.0544352 0.0797273 0.0608412 0.0527859 0.0573906 0.0626719 0.0490832 0.0574176 0.0443784 0.0453359 0.0439233 0.0405456 0.0439148
threshold=0.005105000000000001 -0.10023999999999998 -0.40274499999999996 -0.26719999999999994 0.086245000000000002 -0.14218999999999996 -0.10575999999999998 -0.074139999999999984 0.12675000000000003 1.0000000180025095e-35 -0.076594999999999983 -0.0015249999999999997 0.024745000000000003 0.11368000000000002 1.0000000180025095e-35 0.16421000000000002 0.11596500000000001 -0.074254999999999988 -0.082514999999999991 -0.083659999999999984 -0.003375 0.085475000000000009 -0.089879999999999974 0.0033150000000000007 -0.069479999999999986 -0.016839999999999997 -0.50114499999999984 0.018455000000000003 -0.19153499999999998 -0.083274999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -3 8 -8 9 -7 11 -11 -4 28 15 16 17 20 19 -19 21 22 -9 -24 -25 -20 -27 -28 -5 -30
right_child=2 5 4 13 -6 6 7 14 -10 10 -12 -13 -14 -15 -16 -17 -18 18 25 -21 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.0014065486372581832 -0.0014075928826355259 0.00029025615485287886 -0.0010824706830275424 -0.0010747566267420823 0.00085979480509819741 -0.001069768476101602 0.0010333713595461732 -0.0014034619582893632 -0.00097345178659490647 -0.0009234091574853977 0.00078504960599427929 0.00016538784698044823 0.00061024408707362622 0.0012167753785162923 -0.0013090829879892278 -0.0013934716805772927 0.0010906789601431021 -0.0014013886683072155 0.0014192200699472317 0.0014405530637196179 -0.0013651782680571991 -0.0014044311904611311 0.0007133762841518115 -0.0014048580182801351 0.0012172255087099077 0.00095734220866873379 -0.0013984028990261497 0.0014042164171077568 -0.00089998518835349118 0.00051712712783542111
leaf_weight=0.036691989475002629 0.034711766729742521 0.36712852321761724 0.067046399435639503 0.042286912386771291 0.35029645651775354 0.089642842372996911 0.053932606228046409 0.042546640694126836 0.12160193469026126 0.11452297604409978 0.30021479991592059 0.46046668795315782 0.074410106542927679 0.12257677395245992 0.14403441197646305 0.093239380545128259 0.072475029148336034 0.021690731625312765 0.013140689581633613 0.04630515832104809 0.064471216807761356 0.05025419929279451 0.24262656689279538 0.051892887942813104 0.023926429850689601 0.018189451793660716 0.34450947115055186 0.011325780098559335 0.048184233732172288 0.3895416612667767
leaf_count=47 20 246 61 13 361 80 30 89 33 23 102 108 17 134 530 80 21 111 1 6 121 124 230 56 8 24 1058 6 16 154
internal_value=0 -0.000105579 0.000427675 0.000328758 0.000557222 -0.000206616 -0.000283229 -0.000514606 -7.53203e-06 0.000114205 0.000235474 -5.14722e-05 -0.000192055 0.000434421 -0.000581899 -0.000486386 -0.000402093 -0.000518315 -0.000864503 0.000533972 -0.000187086 -2.39612e-06 0.000192783 0.000406053 -0.000577403 -0.00111011 -0.00119897 -0.0013092 0.000234638 0.000361133
internal_weight=0 3.38742 0.526465 0.639282 0.491753 2.74814 2.38101 1.29456 1.08645 0.964847 0.875204 0.57499 0.141457 0.60259 1.24063 1.09659 1.00335 0.930879 0.455161 0.0679959 0.475718 0.411247 0.360993 0.318446 0.0758193 0.387165 0.374025 0.355835 0.480013 0.437726
internal_count=3910 3451 459 364 439 3087 2841 2495 346 313 233 131 78 317 2465 1935 1855 1834 1206 117 628 507 383 294 64 1089 1088 1064 183 170
is_linear=0
shrinkage=0.00140032


Tree=627
num_leaves=31
num_cat=0
split_feature=15 50 474 1348 14 124 38 3 3 39 42 133 13 457 2 3 49 42 4 457 457 43 160 0 160 43 3 3 39 14
split_gain=0.0991947 0.0824903 0.0879454 0.0714073 0.0877831 0.0827334 0.139711 0.12884 0.0992433 0.0863753 0.0938352 0.0672166 0.0742175 0.0706505 0.106039 0.0795817 0.127893 0.0697985 0.0783042 0.0726377 0.073723 0.0826854 0.0646666 0.0667255 0.0662616 0.075051 0.0903145 0.0897618 0.0776439 0.0845826
threshold=-0.24219999999999997 0.11843500000000001 -1.0000000180025095e-35 0.093505000000000019 0.077685000000000018 -0.048219999999999992 0.085905000000000023 0.30601500000000009 -0.15464999999999998 0.16168500000000002 -0.10770999999999999 -0.26719999999999994 -0.094679999999999986 0.081330000000000013 0.113945 0.090325000000000003 -0.081419999999999979 -0.089024999999999979 -0.08422499999999998 -0.23052999999999998 -0.066264999999999991 1.0000000180025095e-35 0.090735000000000024 -0.13506999999999997 -0.091109999999999983 -0.074254999999999988 -0.078669999999999976 -0.084014999999999992 0.005105000000000001 -0.073394999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 -12 -13 17 15 16 -15 18 -14 -19 -21 22 23 -22 -25 26 27 -26 29 -27
right_child=3 -3 -4 -5 -6 7 -8 -9 9 -11 11 12 13 14 -16 -17 -18 19 -20 20 21 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.0012326304444228793 0.00073797917939309547 -0.00060863077410035975 0.00092454750733708224 0.001158026012644858 -0.0011185808231666493 0.00040685417746966213 -0.0011308413705258841 0.0011991984859631576 -0.0011498920246627224 0.0011008374875969638 -0.0012007114747590746 0.00013160358559412977 -0.0009431969092185649 0.00055337331905875816 -0.0011375502009963031 0.00082792385845099534 -0.0011627419894092068 0.00065791614054271118 0.00079828379519780799 -0.0011619032092437431 0.00020751004588149549 -0.0011323405361660576 -0.0012010865723967358 -0.0012027150615200148 3.9784295146958418e-05 0.0010579269372736511 0.00080493083838955887 -0.0012026493918847287 0.0010891373588490282 -0.00098381808096031443
leaf_weight=0.029475757852196693 0.33725999210582802 0.079046793529414572 0.32082442508544762 0.063210452579369192 0.12271989518558246 0.38422368073588531 0.068797107924183365 0.099974714532436226 0.15969850323836077 0.068524768401402869 0.096148311704383871 0.80628115828040048 0.050603514298018126 0.15294002849259414 0.084610235353466123 0.22724806281621568 0.10435534171847383 0.083068579388057784 0.13599876876924355 0.20483229162528305 0.34991199524302041 0.19842191036332213 0.10931988643096691 0.12710590104143449 0.32129637437355996 0.031532687833535467 0.1461963804995341 0.11201992665610305 0.033055155421607196 0.35829677313175112
leaf_count=1 176 25 291 30 118 171 37 68 195 23 197 201 88 30 18 45 69 24 82 192 81 293 132 270 178 3 64 162 11 635
internal_value=0 0.000494179 0.000743033 -0.000104268 -0.000120308 -9.50577e-05 0.00042135 -0.000142225 -0.000173085 -0.000229334 -0.000252748 -0.00021437 -0.000188296 -0.000279411 9.69691e-05 0.000312539 -0.000142659 -0.000374128 0.000326022 -0.00043709 -0.000482753 -0.000404913 -0.000314063 -0.000248517 -0.000389791 -0.000286711 -7.3513e-06 -0.000281407 -0.00066954 -0.000818665
internal_weight=0 0.429347 0.3503 5.03765 4.97444 4.85172 0.406057 4.44566 4.34569 3.96147 3.89294 3.73324 3.63709 2.83081 0.569154 0.484543 0.257295 2.26166 0.186602 2.07506 1.99199 1.78716 1.58874 1.47942 1.1295 1.0024 0.579513 0.433316 0.422885 0.389829
internal_count=3910 317 292 3593 3563 3445 213 3232 3164 2993 2970 2775 2578 2377 162 144 99 2215 170 2045 2021 1829 1536 1404 1323 1053 404 340 649 638
is_linear=0
shrinkage=0.00119516


Tree=628
num_leaves=31
num_cat=0
split_feature=39 3 42 13 15 1348 0 38 45 1 1374 484 150 2 48 160 133 12 1 4 52 51 457 3 160 1 13 1 12 51
split_gain=0.0793534 0.0900227 0.0889725 0.0878067 0.0914737 0.0871358 0.0728089 0.0690409 0.0571634 0.0526659 0.0523344 0.0510443 0.0752914 0.0494688 0.0666049 0.0956242 0.0814733 0.06394 0.0685071 0.0634262 0.0631301 0.0650622 0.0665702 0.0672175 0.0646781 0.0578728 0.0454627 0.0453617 0.0478601 0.0435155
threshold=0.005105000000000001 0.16699000000000003 -0.0060199999999999993 -0.037444999999999992 -0.067359999999999989 0.094400000000000012 -0.11756999999999999 0.13905500000000001 -1.0000000180025095e-35 0.092550000000000007 0.084470000000000003 -0.0043499999999999988 0.10139000000000002 0.089910000000000004 0.12649500000000002 0.10590000000000001 0.098810000000000023 0.098845000000000016 0.11899000000000001 -0.15333499999999997 -0.26295999999999992 0.08955500000000001 0.086120000000000016 -0.10942499999999998 0.088095000000000021 0.076710000000000014 0.097095000000000015 0.11368000000000002 -0.051479999999999991 0.081825000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 27 9 -1 -4 11 12 -10 19 15 16 17 20 -19 25 -15 22 23 26 29 -13 -22 -3 -29 -25
right_child=2 6 3 -5 -6 -7 -8 -9 10 -11 -12 13 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012723091554436123 -0.00056134915557742849 -0.00096354292389106745 -0.0012703476350435195 0.0011621304944565271 -0.00085656381139354997 0.001227571022293472 0.00099972896539774511 -0.0012802818167613839 -0.0011951183417212657 0.0012725593295374981 -0.0011652134893090104 -0.0010559838576812486 0.0006579644186773953 -0.00092682791271305669 -0.0009111256891635712 0.00092092059723073794 -0.0012638848746815219 -0.0011108502213834877 0.0012710349153497995 -0.00061308046240057779 0.0011637826687417969 -0.00066677635099518756 0.0010615299206962641 -0.00014988218927093123 -0.0012862341389885093 0.00072526777209924015 4.5392671955525158e-06 -0.0010242802099801743 0.0012719576836592015 0.00093912370731873097
leaf_weight=0.03106164137716394 0.22151726102310931 0.07703278015833348 0.014744679181603715 0.16317044605966646 0.11797685386773082 0.050900119553261791 0.13329142863221921 0.025762154720723629 0.25209623433966033 0.11756136576877907 0.16033390316988505 0.040036780970694408 0.041007469815667719 0.1237558590510156 0.21607704551206541 0.12144751296727907 0.11731687952305936 0.17315658018560487 0.021878630883293226 1.6168137002268856 0.12101034975057645 0.18434728813190304 0.11488962482690113 0.52051614566698923 0.073789510468486696 0.10983113091788255 0.098893816859344952 0.02231943504375522 0.042224439876008546 0.066574288997799158
leaf_count=15 81 16 15 163 48 22 88 4 549 148 95 11 6 155 51 49 208 180 13 1447 46 73 42 225 20 54 25 17 39 5
internal_value=0 -0.000376492 9.40051e-05 0.000424531 -1.1464e-05 -0.000421928 0.000326983 0.00061929 -0.000441896 0.000989168 -0.000454653 -0.000426267 -0.000935858 -0.000386119 -0.000247042 -0.000164459 -0.000246023 -0.000166351 -0.000843655 -0.000539915 -6.50315e-05 2.53502e-05 0.000153496 3.50522e-05 -0.000167058 0.000249412 0.000642456 -0.000306393 0.000477913 -2.63922e-05
internal_weight=0 4.5306 0.660733 0.439215 0.276045 4.25573 0.274868 0.158068 4.20483 0.132306 4.17377 4.01344 0.293104 3.72034 1.95365 1.73758 1.61613 1.49881 0.195035 1.76668 1.30378 1.18002 0.995674 0.880784 0.66088 0.149868 0.219904 0.141577 0.0645439 0.58709
internal_count=3910 3451 459 378 215 3291 160 167 3269 163 3254 3159 555 2604 1092 1041 992 784 193 1512 591 436 363 321 250 65 71 72 56 230
is_linear=0
shrinkage=0.00126831


Tree=629
num_leaves=31
num_cat=0
split_feature=39 51 13 133 151 52 2 40 403 132 43 457 133 2 3 3 133 42 13 4 52 0 47 0 16 160 150 1429 1 42
split_gain=0.0187004 0.0245309 0.0239483 0.0264448 0.0293331 0.0339144 0.0262871 0.0289721 0.0245734 0.0306372 0.0343366 0.0261995 0.028182 0.0275917 0.031619 0.0671546 0.0267147 0.0229153 0.0247528 0.0240391 0.0381918 0.0300611 0.0232906 0.0328734 0.0340567 0.0402106 0.0272991 0.0247157 0.0239288 0.0436952
threshold=0.005105000000000001 -0.40274499999999996 -0.10023999999999998 -0.26719999999999994 -0.083274999999999988 0.11588000000000002 0.091525000000000009 -0.22172999999999998 -0.088854999999999976 0.079995000000000011 0.098320000000000005 0.082870000000000013 0.084285000000000013 0.113945 0.090325000000000003 -0.081954999999999986 0.083815000000000014 -0.10770999999999999 0.25430000000000003 -0.23071499999999998 0.10701500000000001 -0.069954999999999976 0.09252500000000001 -0.23129999999999998 -0.088144999999999987 0.086620000000000016 0.087235000000000021 0.084920000000000009 0.077800000000000022 -0.087904999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 10 11 12 16 14 15 -13 17 -10 19 20 -19 22 23 -21 25 26 28 -26 29 -25
right_child=1 -3 8 4 5 -7 7 -9 9 -11 -12 13 -14 -15 -16 -17 -18 18 -20 21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.003973882370821716 -0.0039742779928357902 0.0011915182511324529 -0.0038265971107151989 -0.002099651106914114 6.8691417841780134e-05 -0.0026284495269299404 -0.0013672830217658272 0.0034014716019987261 -0.0039580290967153242 0.0016203856729929259 -0.0037277160719232849 0.002256216881077266 -0.0031765558391939762 -0.0020311244408136447 0.0028269580869744013 -0.0036402782677314644 0.0038062982070415415 -0.0039276455509748833 0.0027785626980790989 0.0026471460626776027 0.00095195562770817145 0.001370703293208682 -0.0025376416083213085 0.0034876327878080797 -0.0022850636475595727 -0.0039794331610780425 -0.0027725154225804061 0.002810358067958838 0.0025637585894364725 -0.0039792057666213666
leaf_weight=0.018014888115658323 0.015329847474276903 0.25091026073641831 0.033195217223351503 0.0428756945693749 0.084864513205047953 0.029261319793477014 0.023116439326258842 0.14958760518857162 0.031636454249678203 0.11133652828357288 0.051214697789759955 0.075523623945855434 0.068429504380446815 0.049687594577335403 0.10544576382926607 0.050755005643623008 0.021710432820782444 0.077559487844609643 0.034274635868314363 0.049576676668948161 0.037346983416682633 0.12577015841225225 0.097211102845449204 0.021887845364517489 0.19600565826294802 0.029576767902653955 0.026245917630149052 0.016197145670048485 0.11635488331535271 0.028168043896243611
leaf_count=47 20 439 473 35 86 52 7 137 89 194 196 86 600 27 54 33 9 159 17 39 19 175 136 16 526 23 13 12 67 124
internal_value=0 0.000894077 -0.000231488 0.000703196 0.000958749 0.00141592 0.00187539 0.00276317 -0.000454845 -0.00037613 -0.000545738 -0.000416336 -0.000723066 0.000649597 0.00122441 -0.000113754 -0.000538473 -0.000644719 -0.00052229 -0.000659941 -0.00234167 -0.000386612 -0.000766874 -0.000411226 -0.000760239 0.000324389 0.000985115 -0.00189614 0.00157776 -0.000714195
internal_weight=0 0.26624 1.80283 0.34772 0.329706 0.28683 0.257569 0.172704 1.45511 1.42191 1.31058 1.25936 0.977952 0.281412 0.231724 0.126279 0.909522 0.887812 0.856175 0.821901 0.114906 0.706994 0.581224 0.484013 0.434436 0.222233 0.192657 0.212203 0.166411 0.0500559
internal_count=3910 459 3451 364 317 282 230 144 3087 2614 2420 2224 2024 200 173 119 1424 1415 1326 1309 178 1131 956 820 781 243 220 538 207 140
is_linear=0
shrinkage=0.00396435


Tree=630
num_leaves=31
num_cat=0
split_feature=42 39 43 156 4 3 483 1365 4 481 1425 15 1348 14 474 1374 156 42 4 15 3 2 13 16 1375 41 160 43 4 3
split_gain=0.0933335 0.112056 0.0957983 0.0852586 0.0777491 0.0776846 0.098081 0.0791723 0.0659721 0.0648823 0.0642146 0.0971352 0.0808798 0.0958409 0.093234 0.0866357 0.0677008 0.0672803 0.102108 0.081774 0.0708688 0.0759399 0.0649497 0.0663159 0.0636145 0.0743127 0.0653671 0.0700111 0.0624228 0.0825761
threshold=-1.0000000180025095e-35 0.085220000000000004 -0.044024999999999988 0.013700000000000002 0.24280000000000004 0.31335500000000011 0.083960000000000021 1.0000000180025095e-35 0.62104500000000018 -0.0079799999999999992 1.0000000180025095e-35 -0.24219999999999997 0.084620000000000015 0.077685000000000018 0.088995000000000005 0.084470000000000003 0.099875000000000019 0.091955000000000023 0.08734500000000002 -0.093099999999999974 -0.15327499999999997 0.089910000000000004 0.41346500000000003 0.67964000000000013 -1.0000000180025095e-35 0.080335000000000018 -0.089989999999999987 0.088185000000000013 -0.084009999999999987 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=3 5 -3 -1 -4 6 7 9 -8 -2 11 -11 13 14 15 16 17 20 22 -20 -13 24 23 -19 -22 26 -26 28 -28 -30
right_child=1 2 4 -5 -6 -7 8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00057532087161075508 -0.00095316651437669052 0.0011312562024704119 -0.00088311075658209102 0.00060509214690268359 0.0010469277882905175 0.00099991881234350738 -0.0011119618721612851 -0.0011905376256612238 0.0012786687272607164 0.00092196908496465198 -0.0013021741132547024 0.0010614991346534208 0.0010208056894898188 -0.0012790320402968583 -0.0012725012602823479 -0.0011734188655468235 -0.0012746811865406076 -0.001202589839321926 -0.00085763600136348349 0.00083368263679251941 -0.0012767781235557814 0.00032972177609560304 0.0012974891625862743 0.00068089075784861109 -0.0012753293251679058 -0.0012801174619051581 0.0010318161221343554 -0.0012834415994920725 -0.00016851395347847591 0.0010563269024535943
leaf_weight=0.8172597006368959 0.11263277202761024 0.24909017034588032 0.090659833178506122 0.1119065289858554 0.053322326428315137 0.10971547932058445 0.20475386360521941 0.092886249040020519 0.020420919972821139 0.19254232238745395 0.057773417805947136 0.14071257165051365 0.11945599020691577 0.097692394840123487 0.090471585366685647 0.092729239706386468 0.058910185667627846 0.24132457620999037 0.065128101186928689 0.15644883069035131 0.073285181704709879 1.3211150958832147 0.021981863304972649 0.034351404436165467 0.054429529605845794 0.071959365275688469 0.13833235131824373 0.050046134432705003 0.43880085951512748 0.11092378034300054
leaf_count=969 253 263 30 91 43 117 299 47 7 73 79 49 42 59 124 54 87 397 24 37 47 255 1 7 58 20 22 8 334 14
internal_value=0 7.86034e-06 0.000655215 -0.000433155 -0.000168341 -5.31777e-05 -8.16424e-05 -3.3863e-05 -0.000895158 -5.14395e-06 2.42844e-05 4.57467e-05 -4.19556e-06 -4.17703e-05 -3.53142e-06 3.38587e-05 7.14542e-05 9.86229e-05 -0.000315332 0.000336553 0.000188196 0.000133795 -0.000800596 -0.000967893 -0.00014222 -4.6041e-05 6.60091e-05 0.000164923 0.00027027 7.86352e-05
internal_weight=0 4.5619 0.393072 0.929166 0.143982 4.16882 4.05911 3.83393 0.225175 3.74105 3.62841 3.57064 3.3781 3.25864 3.16095 3.07048 2.97775 2.91884 0.519235 0.221577 2.3996 2.25889 0.297658 0.275676 0.937777 0.864492 0.792533 0.738103 0.688057 0.549725
internal_count=3910 2850 336 1060 73 2514 2397 2091 306 2044 1791 1712 1639 1597 1538 1414 1360 1273 466 61 807 758 405 404 503 456 436 378 370 348
is_linear=0
shrinkage=0.00126831


Tree=631
num_leaves=31
num_cat=0
split_feature=9 1348 51 2 42 14 124 484 150 42 376 3 160 1 48 0 1 15 3 457 13 151 3 0 0 42 15 38 52 4
split_gain=0.019277 0.0190163 0.0231625 0.02856 0.0252639 0.0235191 0.0211074 0.0239517 0.0370973 0.0188946 0.0225359 0.0188908 0.0267977 0.0274653 0.0407736 0.0313097 0.0539391 0.0326355 0.0308217 0.0462583 0.0277124 0.0312822 0.0285215 0.0320082 0.0420824 0.0274771 0.034223 0.0282235 0.0253966 0.0356175
threshold=-0.016839999999999997 0.094400000000000012 -0.40274499999999996 0.16971500000000003 0.10056500000000002 0.077685000000000018 0.51367000000000018 -0.0043499999999999988 0.097030000000000019 -0.26552999999999999 0.048695000000000009 -0.15464999999999998 -0.40446999999999994 0.13385500000000003 0.12862000000000004 -0.13027499999999997 1.0000000180025095e-35 -0.087539999999999993 0.086245000000000016 -0.0034949999999999994 -0.083514999999999992 -0.083559999999999982 -0.0066499999999999988 -0.070894999999999986 0.12500000000000003 -0.089024999999999979 0.15514500000000001 -0.08781499999999999 0.11588000000000002 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 11 -11 -13 14 15 16 -14 18 -18 -20 21 -17 23 25 -25 -22 27 -27 29 -23
right_child=1 -3 3 -5 -6 -7 -8 9 -10 10 -12 12 13 -15 -16 20 17 -19 19 -21 22 28 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0029174879860117161 -0.0031957840502978081 0.0031023494113947528 -0.0025575426646629084 0.0031959799136977701 0.0011785759065254611 -0.0028265249312600959 0.003023384338865617 -0.0032037264951686167 0.0021415714689921898 0.0010115136550587812 0.0014947739468732187 -0.0031927386113257076 -0.0023656752499742425 0.0020591700162555424 -0.0026085535192377812 -0.0032073209659717948 0.0027087966155725641 0.0023165039458203007 -0.0028930833135568821 0.00063511626424430691 0.00015334215639327208 0.002670871062327447 -0.0029746519842553452 0.0013566842397687233 -0.0023585621615054763 0.0020812382452234305 0.0014378352441244706 -0.0030485385464467042 -0.0017917993144600682 0.00015365900261609666
leaf_weight=0.02175161218747268 0.048155767103481462 0.018671056316634238 0.082734648205815442 0.026900253930762008 0.01860830199711927 0.031912905185890739 0.022213452393771038 0.018673872946237791 0.021521017495615524 0.14901704534349813 0.099338489347246761 0.029412271460387385 0.055082623186535007 0.056563241348157933 0.068343608520080923 0.02524771117077762 0.047299238254709053 0.12943684482252138 0.048133587355550844 0.17556652877829038 0.08318536954163791 0.077036784429083127 0.061360658867215867 0.12553976546814738 0.041152975556542515 0.011838616628665255 0.024272724258480594 0.13799332085977767 0.043973749778615456 0.22128404752390829
leaf_count=121 124 28 513 81 19 115 11 12 18 168 123 274 39 91 47 82 43 79 23 69 248 33 98 260 22 4 7 752 31 375
internal_value=0 -0.000100322 -0.000130495 -6.61352e-05 -0.00197657 -0.000112611 -6.59519e-05 -0.00010337 -0.00158753 -1.39167e-05 2.08953e-05 -6.99462e-05 -0.000180121 -0.000118301 -0.000207762 -8.2358e-05 0.000592529 0.000999449 0.000370387 -0.000124047 -0.000442809 0.000217629 -0.000942948 -0.000648911 0.000439467 -0.00135405 -0.00207426 -0.00264322 0.000470254 0.00080369
internal_weight=0 2.00047 1.9818 1.91504 0.0667641 1.88814 1.85622 1.83401 0.104256 1.72975 1.71108 1.61174 1.46272 1.43331 1.37675 1.3084 0.455519 0.400436 0.270999 0.2237 0.852886 0.367542 0.485343 0.423983 0.166693 0.25729 0.174105 0.149832 0.342295 0.298321
internal_count=3910 3789 3761 3618 143 3537 3422 3411 531 2880 2868 2745 2577 2303 2212 2165 253 214 135 92 1912 521 1391 1293 282 1011 763 756 439 408
is_linear=0
shrinkage=0.00318838


Tree=632
num_leaves=31
num_cat=0
split_feature=1 0 39 3 48 0 3 51 42 52 11 15 160 133 2 14 51 52 124 122 4 52 51 132 42 133 13 15 16 9
split_gain=0.0866824 0.120705 0.0923254 0.075565 0.0784098 0.0941909 0.146111 0.0714431 0.06784 0.0650905 0.0640419 0.0627928 0.0646232 0.0620617 0.0622312 0.0620352 0.0583899 0.059936 0.0574771 0.0725717 0.0569693 0.0665148 0.0558305 0.0538887 0.0566221 0.0774119 0.0897165 0.0728582 0.0682197 0.0519633
threshold=1.0000000180025095e-35 -0.084074999999999997 0.005105000000000001 0.16699000000000003 0.12675000000000003 -0.10575999999999998 -0.12817999999999996 -0.40274499999999996 -0.089744999999999978 0.024145000000000003 0.079700000000000007 -0.076594999999999983 -0.092169999999999988 0.084285000000000013 1.0000000180025095e-35 0.064610000000000015 -0.031524999999999991 0.11401500000000002 -0.52484999999999993 0.12621500000000005 0.0021050000000000005 0.048695000000000009 0.10680500000000001 -1.0000000180025095e-35 0.084815000000000015 0.089845000000000022 -0.076679999999999984 0.085285000000000014 -0.090809999999999988 -0.016839999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 11 10 -4 -3 -6 -7 -2 -13 14 -1 -14 -10 23 -9 -20 -15 -22 -12 -18 27 26 -26 -25 -29 -8
right_child=2 8 7 -5 9 6 29 18 16 -11 22 12 15 20 -16 -17 17 -19 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0013741240226225291 -9.3180893518622497e-06 -0.0011404188381198108 -0.0014375085819857253 0.00084034174861882804 -0.001447686852568141 0.0012620345780846769 0.001453186851057749 -0.0012081044172430684 -0.0014320200867815288 5.5937695420536676e-06 0.00034223743390288168 -0.00069058258534816926 0.0010487793724382073 -0.001431405486208945 -0.001435496100858211 -0.00034637253283035884 -0.0014310348727416277 -0.0010059724979206825 0.00097154888342792438 -0.0014488003692226315 0.00046139575671292 -0.0014370039519879761 -0.0014435910884665461 0.0007787831558475958 -0.001431851700649847 -0.0014415249917492758 0.00073925303235956971 0.00078477001771650107 -0.0014414519565984956 -0.00076351470514051279
leaf_weight=0.017017033736919873 0.81468405143095879 0.10637944354948548 0.032983438431983814 0.18996386438448087 0.15030261150968716 0.12333429724822154 0.022262943617535225 0.029517220100387931 0.051357202745748398 0.10809043855988421 0.17351624070943217 0.066790322129236301 0.3838838165102072 0.07461324225369026 0.29301686109647562 0.078278776731167454 0.038150956541357806 0.087079556063144992 0.47515001497595211 0.026693317107856274 0.16212867901958816 0.049042374055716209 0.044970948234549724 0.50574084039544687 0.050893598916445404 0.077398849068231357 0.16381124110193945 0.049318746663630009 0.065215249662287533 0.69745585212512895
leaf_count=2 167 203 10 151 51 63 4 6 134 16 121 31 89 300 560 64 96 166 360 2 73 61 18 85 89 110 36 3 74 765
internal_value=0 -0.000313513 7.43922e-05 -3.00052e-05 -9.20777e-05 -1.17534e-05 -0.000329756 0.000602264 -5.17352e-05 -0.000839754 0.000439166 0.000239485 0.000622686 -0.000838698 -0.00128128 0.000812476 5.46166e-05 0.000128199 0.00072888 0.000842809 -0.000358559 2.05113e-05 -2.53374e-05 0.000232102 0.000301646 -0.000216863 0.000224615 0.000545825 -0.000482833 -0.000694946
internal_weight=0 1.79116 3.41788 2.85353 2.66357 2.40518 1.06154 0.564344 1.19535 0.258393 0.341821 1.34364 0.528953 0.595818 0.310034 0.462163 1.08897 1.03761 0.531361 0.501843 0.285784 0.211171 0.218487 0.950529 0.912379 0.292104 0.214705 0.620275 0.114534 0.719719
internal_count=3910 1992 1918 1540 1389 1322 971 378 996 67 202 351 184 996 562 153 793 659 368 362 434 134 139 493 397 235 125 162 77 769
is_linear=0
shrinkage=0.00142833


Tree=633
num_leaves=31
num_cat=0
split_feature=31 2 50 15 474 15 2 3 483 11 0 0 1 1375 47 12 474 48 2 133 49 150 51 13 13 47 12 160 42 3
split_gain=0.0174367 0.0174896 0.0191112 0.0254338 0.0271192 0.023746 0.0275281 0.0242736 0.0305123 0.0236926 0.0216253 0.04238 0.0337768 0.0289114 0.0321148 0.0320121 0.0222326 0.0239027 0.0219891 0.0215639 0.0211114 0.0498397 0.0204652 0.0202867 0.0352161 0.0196546 0.0376651 0.0195251 0.0193828 0.0168484
threshold=-1.0000000180025095e-35 0.17730000000000004 0.14262000000000002 -0.26361999999999991 -1.0000000180025095e-35 -0.19153499999999998 -0.13811499999999996 0.31335500000000011 0.083960000000000021 0.08776500000000001 -0.10575999999999998 -0.089879999999999974 1.0000000180025095e-35 -0.43271999999999994 0.096300000000000011 0.085605000000000014 0.088410000000000002 0.085760000000000017 0.091525000000000009 0.084285000000000013 -0.073619999999999977 0.087235000000000021 0.11024000000000002 -0.5337599999999999 -0.10939499999999998 0.097435000000000008 0.085185000000000025 0.084835000000000008 0.090750000000000011 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 18 19 -14 20 -16 17 23 -12 -8 21 -15 -6 -13 -25 26 -19 -28 -20 -26
right_child=1 -3 -4 5 22 6 7 -9 -10 -11 11 16 13 14 15 -17 -18 25 28 -21 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.0030984948848323778 -0.0034940056802640691 0.0027344647056234072 -0.0029790236386693252 -0.0024719819105666909 0.0028221452341025727 0.0027823990610841829 -0.0026301206494498217 0.0034554058198761999 -0.0028685246032724159 -0.0031324238494515812 -0.0034610196066771977 -0.0034800647973534486 -0.0014242119399060867 0.0021826908570409856 -0.0025203897751484767 0.0011829523436630012 -0.0029528279285059031 -0.002630936408992268 -0.0034563891855209192 0.00068500096444405105 0.0022100339035615582 -0.001819057929294535 -0.00054961313250987689 0.0019935224443228213 -0.00041907339510462101 0.0029145697902483317 -0.00024950619265389336 0.0032450710921072103 0.0019729264252012994 -0.0034685299568868299
leaf_weight=0.020454358434108033 0.012099586427211761 0.025507253501473426 0.027875905249629684 0.053419215701296374 0.082512800770927819 0.03766639669265659 0.065354850703214562 0.021354210328354273 0.05127969519128317 0.031410709896135702 0.077097388157539082 0.023898580111562207 0.065725544271117542 0.08979671479028184 0.053794699742866214 0.057537117667379789 0.032886924888771318 0.035324896298334352 0.01267185148799399 0.036379937354467984 0.21384256399096557 0.063131114889984019 0.028968496830202639 0.073947355089329814 0.51041392129116514 0.050343861073542939 0.034603435344024547 0.042350041780082393 0.020505446551851492 0.022532857561600395
leaf_count=113 1 80 48 105 204 56 81 45 329 94 234 3 15 55 32 20 146 34 55 38 189 26 16 31 1714 35 53 13 27 18
internal_value=0 -0.000104607 -0.000142154 -0.000100551 0.00141337 -0.00020582 -0.000135596 -0.000200779 -0.000247676 -0.000164383 -0.000105458 -0.000440444 0.000380537 0.000721978 0.00101702 -0.000606475 -0.00017225 -5.69959e-05 -0.00245005 -0.00144465 0.00150982 0.000530703 0.00194599 -0.000361148 -0.00023833 0.00112278 0.000319363 0.00167368 -0.000100765 -0.000548004
internal_weight=0 1.95423 1.92873 1.90085 0.123581 1.77727 1.72385 1.68618 1.66483 1.61355 1.58214 0.936577 0.645563 0.543828 0.478102 0.111332 0.826302 0.793415 0.110275 0.101735 0.36677 0.152928 0.111481 0.630793 0.606894 0.162622 0.112278 0.0769535 0.0331773 0.532947
internal_count=3910 3797 3717 3669 221 3448 3343 3287 3242 2913 2819 2363 456 337 322 52 2047 1901 316 119 270 81 220 1766 1763 135 100 66 82 1732
is_linear=0
shrinkage=0.00345121


Tree=634
num_leaves=31
num_cat=0
split_feature=123 2 123 130 484 1 51 151 48 44 0 15 4 11 3 15 3 150 403 52 52 150 0 1 2 159 14 41 12 12
split_gain=0.0686641 0.08495 0.0739992 0.0619431 0.0610058 0.0606262 0.0872191 0.0550949 0.0529085 0.0528714 0.0677731 0.0760445 0.0591265 0.0536688 0.0530683 0.0616463 0.0531765 0.0861829 0.0862439 0.0630709 0.0496521 0.0495162 0.048647 0.0467187 0.0459244 0.0435559 0.0420685 0.0624782 0.0395059 0.0463463
threshold=1.0000000180025095e-35 0.094825000000000007 0.084780000000000008 0.079100000000000018 -0.0043499999999999988 0.13562500000000002 -0.40274499999999996 0.063570000000000015 0.12649500000000002 1.0000000180025095e-35 -0.230625 -0.095799999999999982 0.28937500000000005 0.08184000000000001 -0.12008499999999998 0.079360000000000014 0.11476000000000001 0.088380000000000014 -1.0000000180025095e-35 0.10218500000000001 -0.42985499999999993 0.097030000000000019 0.37339500000000009 0.10386500000000001 0.086130000000000012 -0.52106999999999992 -0.46879999999999994 0.081670000000000006 0.10595000000000002 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=3 2 -2 4 21 8 -7 -8 9 10 11 -6 13 14 15 22 17 18 -16 20 -20 -1 24 -22 -12 -21 -14 -28 29 -18
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 12 -13 26 -15 16 -17 28 -19 19 25 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011806807820024497 0.0013779216631929412 0.00073988218435788321 -0.00104475336918959 -0.0012999972107986429 -0.00051916899190944626 -0.0013822599995421438 0.001181493756769874 -0.00092694784871807034 -0.0010504402842804583 -0.0013481753957839879 -0.00011088197066952109 0.00093822286158827431 -0.00065348381514540002 -0.0013292125218471954 -0.0012592670432216972 -0.0010394505166459111 -3.913461817550486e-05 -0.0013286432181472141 -0.0013769967473165868 0.00074602541747375802 -0.00029493279982356873 0.0004116869895662817 -0.00050024820168474964 0.0003587687317428263 0.0011034901503922604 -0.001383173237956684 0.0013785111463483551 -0.00032380433585044936 -0.00078367201284681694 0.0012778186405820193
leaf_weight=0.26396842747362814 0.029388017705059499 0.22814341422053985 0.12413347635811078 0.13911808723423735 0.11314979747112375 0.041808829992078245 0.14104319493344508 0.027994548057904467 0.19999064224248275 0.092591852284385712 0.094328435865465798 0.16717985369905441 0.061546741198981181 0.11433896104426811 0.21013384760044962 0.076232690673350589 0.17801164490083454 0.2271960811849566 0.067997628882952355 0.020649851274356479 1.1255630924615552 0.042768928717123345 0.097147381165996194 0.25223201706103271 0.15536941486061551 0.14710173628645851 0.098156756201205897 0.069341108894150238 0.078536781948059797 0.070237139472737908
leaf_count=541 39 189 106 436 16 10 141 12 62 31 24 52 16 125 615 43 61 157 152 30 578 19 8 48 39 242 79 22 8 9
internal_value=0 0.000208572 -0.00058099 -0.000398608 -0.000368995 -0.000322947 0.000393184 0.000832312 -0.000363569 -0.000324512 -0.000296833 0.000349974 -0.000354503 -0.000407275 -0.000369637 7.83576e-05 -0.000449352 -0.000531307 -0.000431974 -0.000324235 -0.000231779 -0.000958654 0.000324039 -0.00017526 0.000644736 -0.00112107 0.000317132 0.000673783 6.49871e-05 0.000333472
internal_weight=0 0.381665 0.153521 4.37374 4.23462 3.92788 0.210847 0.169038 3.71703 3.51704 3.42445 0.28033 3.14412 2.91508 2.80074 0.423078 2.37766 2.05087 1.82368 1.61354 1.44579 0.306737 0.346845 1.3778 0.249698 0.167752 0.229045 0.167498 0.326786 0.248249
internal_count=3910 334 145 3576 3140 2580 163 153 2417 2355 2324 68 2256 2139 2014 114 1900 1822 1665 1050 778 560 71 626 63 272 117 101 78 70
is_linear=0
shrinkage=0.00137286


Tree=635
num_leaves=31
num_cat=0
split_feature=1456 151 453 4 11 403 484 151 1213 474 457 146 41 475 129 1456 124 124 1373 51 1 52 39 16 15 376 9 1186 130 151
split_gain=0.0176615 0.018522 0.018457 0.019966 0.0385031 0.0214217 0.021778 0.0260748 0.0210971 0.0201473 0.0199175 0.0197219 0.0195598 0.0194109 0.0186439 0.0181843 0.0181352 0.0264873 0.0195152 0.0182962 0.030867 0.0268158 0.0322228 0.026098 0.0440989 0.0219221 0.0215236 0.0218015 0.022065 0.0233908
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 0.073820000000000011 -0.08514999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.53894500000000012 0.085010000000000016 0.081670000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.50873999999999986 -0.078884999999999983 0.11103 0.013805000000000001 0.076710000000000014 0.11401500000000002 0.14126000000000002 -0.072359999999999994 -0.07142999999999998 0.11605500000000001 0.084755000000000011 0.088185000000000013 -0.23515499999999998 -0.083559999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -5 11 13 15 14 -10 -11 -16 -18 19 21 -21 25 -23 -22 -25 26 27 28 -19 -30
right_child=2 -3 -4 9 -6 8 -8 -9 10 12 -12 -13 -14 -15 16 -17 17 18 -20 20 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00053981152157807431 0.0023604197795446223 -0.0032570511887115563 -0.0023006364613913245 -0.003287956727703263 -0.0030487568831702992 -0.0032544848215667406 0.0010751417491019289 -0.0032555308232333968 -0.0032562002085114766 0.0019736122713709258 -0.0030865842510395987 -0.0031827110128666665 -0.00066210745083340793 -0.0030404017358169264 -0.0029861766262528609 -0.0014197301375886795 0.0021777813578500497 -0.0032728718194506554 -0.0032615161776019838 -0.0023851439327900624 0.002106481763013483 -0.0025391946609546905 0.0032715135398462335 -0.0026894934087606458 0.001644979698104869 -0.0031086236892006684 -0.0029869798615983927 -0.0032406660864360342 -0.0012130549016522293 0.00071627200351853236
leaf_weight=0.021655826981259452 0.010228285459561448 0.036478460911666954 0.036875093282105698 0.011585877044126391 0.045753995990707952 0.019838332124436309 0.025331235773819571 0.060260158264099917 0.015791034026051309 0.15925410193449341 0.020170186122413614 0.018337195164349285 0.051271792593070131 0.019141337116025059 0.017554464684508164 0.01865953158994671 0.078192601391037786 0.016399737768096889 0.016732150957977754 0.026355276402227901 0.16610490732637118 0.071094223501404485 0.011763740330934525 0.03935627214377746 0.06723842763904031 0.020407245872775093 0.020529281639028341 0.017185050646730815 0.073220269978263475 0.72008534004476255
leaf_count=41 11 328 49 4 154 239 44 791 46 382 14 19 51 67 17 11 128 13 16 108 99 217 2 23 61 6 39 17 219 694
internal_value=0 -0.00184267 -2.25491e-05 2.31592e-05 -0.000108455 -2.17347e-05 -0.00151118 -0.00244062 7.63201e-05 0.000896174 0.000122346 0.000168072 0.00110769 0.00021205 0.000257229 0.00161772 0.000297957 0.000340831 0.000227417 0.000274128 0.000975718 5.34306e-05 -0.00171422 0.00130053 4.46309e-05 0.000222202 0.000302413 0.000384079 0.00046101 0.0005382
internal_weight=0 0.0581343 1.87472 1.83784 1.59707 1.55132 0.0958197 0.0704884 1.4555 0.240771 1.43566 1.41549 0.229185 1.39715 1.37801 0.177914 1.36222 1.34466 1.26647 1.24974 0.299055 0.950685 0.082858 0.2727 0.106595 0.867827 0.84742 0.82689 0.809705 0.793306
internal_count=3910 369 3541 3492 3044 2890 846 802 2044 448 1805 1791 444 1772 1705 393 1659 1642 1514 1498 291 1207 219 183 84 988 982 943 926 913
is_linear=0
shrinkage=0.00325215


Tree=636
num_leaves=31
num_cat=0
split_feature=1348 14 3 38 124 38 1365 484 150 483 1213 475 133 52 42 39 43 4 160 150 3 50 48 1 131 49 403 0 48 9
split_gain=0.0162754 0.022504 0.0190411 0.0371724 0.0225636 0.0259041 0.0251369 0.0205545 0.0301368 0.0188239 0.0188093 0.0211714 0.01771 0.0231727 0.0187166 0.0230511 0.0216159 0.0334407 0.0283532 0.0327392 0.027186 0.0251651 0.0403618 0.0280537 0.0361043 0.0335063 0.0267857 0.0243475 0.0229198 0.0225947
threshold=0.094400000000000012 0.077685000000000018 0.30601500000000009 0.13790500000000003 -0.080429999999999988 0.085905000000000023 1.0000000180025095e-35 -0.0043499999999999988 0.10139000000000002 0.11882000000000001 -1.0000000180025095e-35 -0.086004999999999984 -0.26719999999999994 -0.51745999999999992 -0.10770999999999999 0.16168500000000002 -0.15109999999999998 -0.51381999999999983 -0.098319999999999991 -0.22988499999999998 -0.15464999999999998 0.10030500000000002 0.12675000000000003 0.10353000000000001 1.0000000180025095e-35 -0.085974999999999982 0.088015000000000024 -0.08317999999999999 -0.09386499999999999 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 4 -4 5 -1 7 8 9 -6 11 -9 -12 -14 15 -15 -16 -18 19 -19 -20 22 23 24 25 27 29 -22 -25 -27
right_child=-2 -3 3 -5 6 -7 -8 10 -10 -11 12 -13 13 14 16 -17 17 18 20 -21 21 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.0022666465388105068 0.0035993618941186504 -0.0028006345490826498 0.0037392568828299349 -0.0037454334188440266 -0.0037442808500873534 -0.003729665597280738 -0.0037436973414846151 0.0037425743215297323 0.0024121413896411132 0.0012746454586868867 -0.0025508047182314537 -0.0033247865831149202 -0.0037380293836436302 -0.002445956328839287 0.0014884880704585832 0.0026144704860898379 -0.0037546546661308541 0.002265221688549307 0.0028339912376116722 -0.0031275197007727658 -0.0034359728760428904 0.0027075312789438134 -0.0029167305164052547 -0.0020132733334180292 -0.0037293402654333639 0.00083024427195056932 -0.0037408770034330989 -2.314489777093869e-05 0.0019278471522075433 -0.0032118237880950514
leaf_weight=0.089493398143531411 0.016580231211264729 0.042645917098070529 0.042750190831611579 0.011820532730780542 0.062881295487272726 0.011326576771807595 0.027892352600701886 0.0068773096427321425 0.018473415198968723 0.012502145279313481 0.036687172578808158 0.042289036594183815 0.021877619191285613 0.070994376601332898 0.17021843690213145 0.015262667322531343 0.031157570935418932 0.020487437723204494 0.057600943131545512 0.067380422417044117 0.057820146874291822 0.052633388881531573 0.059797700461786008 0.023266463991603814 0.03639770871041037 0.48247517799951201 0.019990293552837102 0.058877957591901953 0.17919760145332475 0.020103531809581909
leaf_count=207 28 125 152 6 489 28 63 4 12 46 181 543 221 123 148 3 23 4 51 311 50 65 36 13 143 553 49 22 169 42
internal_value=0 -0.000118369 -5.51202e-05 0.002118 -0.000122732 0.00159299 -0.000227369 -0.000167022 -0.001864 -0.00291191 -6.3017e-05 -0.00233622 1.23864e-05 7.74391e-05 0.000136072 -0.00155054 0.000244852 6.3484e-05 0.000168203 -0.00187014 0.000339078 0.000193999 5.29481e-05 0.000255174 -0.000110334 9.57203e-05 0.00049988 -0.00171409 0.00147495 0.000668558
internal_weight=0 1.85118 1.80853 0.0545707 1.75396 0.10082 1.65314 1.62525 0.0938569 0.0753834 1.53139 0.0491663 1.48223 1.44554 1.42366 0.086257 1.3374 1.16719 1.13603 0.0878679 1.04816 0.99056 0.937927 0.878129 0.675665 0.639267 0.522569 0.116698 0.202464 0.502579
internal_count=3910 3882 3757 158 3599 235 3364 3301 547 535 2754 547 2207 2026 1805 126 1679 1531 1508 315 1193 1142 1077 1041 859 716 644 72 182 595
is_linear=0
shrinkage=0.0037357


Tree=637
num_leaves=31
num_cat=0
split_feature=457 1 0 133 1429 12 39 52 12 0 42 123 47 13 150 42 2 13 4 151 151 1348 52 2 15 4 49 42 9 3
split_gain=0.0154966 0.0161307 0.0350652 0.0222451 0.0299598 0.021914 0.0209903 0.0212037 0.0201781 0.0196654 0.0271451 0.0413411 0.0206113 0.0218997 0.0234086 0.0248364 0.0317131 0.0216517 0.030794 0.0176727 0.0239552 0.0204378 0.0230791 0.0179457 0.0182561 0.0259687 0.0243642 0.0219427 0.0202873 0.0252726
threshold=0.53894500000000012 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.086185000000000012 0.085185000000000025 0.005105000000000001 -0.42985499999999993 0.086935000000000012 -0.083424999999999985 -1.0000000180025095e-35 0.091310000000000016 0.097435000000000008 -0.5337599999999999 0.09202500000000001 0.091955000000000023 0.086875000000000022 0.41346500000000003 0.15045000000000003 -0.52174999999999983 -0.087049999999999988 0.090050000000000005 0.41469000000000006 0.15305000000000002 0.090505000000000016 0.22584000000000001 -0.073619999999999977 0.10375500000000001 0.081505000000000008 -0.10140999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -4 11 -11 13 -12 15 16 -15 18 -17 -9 -21 22 23 24 26 -26 -22 28 29 -28
right_child=-2 6 9 5 -6 8 -8 19 -10 10 12 -13 -14 14 -16 17 -18 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.003895556667495114 -0.003618040238302778 -0.0038905467948992167 0.0021974246474600174 -0.0038913539264381868 0.0038509446739220807 0.0023891902371305789 0.0015153541784117793 -0.0038929086322233644 -0.0015623343650240211 -0.0038979267656771132 -0.0039140760948775163 0.0028010326875234325 0.0035877879690523187 -0.0027795838416645653 -0.0039114793013779138 -0.0039048382609096488 0.0019739968684696131 0.0039256365154962261 0.0026074967701979006 0.0021180022700413234 -0.0016360695550609716 0.0038994431455943897 -0.0038924269213811281 0.0038928392831969866 -0.0035282037859188844 0.001343595569829892 0.002685339658374144 -0.0034536474636170222 -0.0016022534539355598 0.00039912192074032817
leaf_weight=0.088353934823771629 0.018567114442703425 0.020573099204284517 0.056965939583278669 0.023866590501711471 0.0082455550557369861 0.03808568739873408 0.16438745543246114 0.016469520542159444 0.040046274464884846 0.058849623274113583 0.020456538069993258 0.018225601757876575 0.025803233835631545 0.024525028104562918 0.018912909335085715 0.044537066975351536 0.15638168449595469 0.0098406523466110229 0.014551946042502095 0.086373742933574249 0.10468137000862043 0.019518492899806006 0.023844761195050523 0.01739094618233139 0.050201859329035869 0.024639858515001833 0.087896385662588727 0.021568737938650884 0.05994493359412445 0.43212266096679719
leaf_count=555 15 174 55 194 7 82 375 23 158 420 3 5 22 21 15 268 175 1 11 93 67 29 113 58 238 6 126 38 91 472
internal_value=0 -4.88114e-05 -0.000537821 -0.0018977 -0.00323433 -0.000631823 0.000231556 1.29124e-05 0.00036385 6.3602e-05 -0.000246421 -0.00231386 0.000259431 -3.75282e-05 0.000257545 0.000573145 0.00132957 -0.00141209 -0.00230104 9.79237e-05 0.000168736 -3.12677e-05 -0.00012457 -1.20468e-05 -9.89928e-05 -0.00192428 9.44437e-05 0.000395595 0.000538748 0.000785551
internal_weight=0 1.77726 0.647648 0.198598 0.0965995 0.101999 1.12961 0.965226 0.078132 0.44905 0.392084 0.0770752 0.315009 0.289206 0.268749 0.249836 0.180907 0.0689297 0.059089 0.944653 0.928184 0.84181 0.822292 0.798447 0.781056 0.0748417 0.706214 0.601533 0.579964 0.520019
internal_count=3910 3895 1992 996 562 434 1903 1528 240 996 941 425 516 494 491 476 196 280 279 1354 1331 1238 1209 1096 1038 244 794 727 689 598
is_linear=0
shrinkage=0.00388662


Tree=638
num_leaves=31
num_cat=0
split_feature=158 9 401 1446 1425 4 482 133 1374 52 1 0 43 16 457 150 1374 9 49 130 38 480 16 151 8 15 52 42 42 1
split_gain=0.0158567 0.016802 0.0152931 0.0154734 0.0156817 0.0189301 0.0186222 0.0173191 0.0178445 0.0183372 0.0179248 0.0322166 0.0270338 0.0224983 0.0190395 0.0186439 0.0326194 0.0248373 0.0288363 0.0290177 0.0227236 0.0226879 0.0209749 0.0210927 0.0220135 0.0248037 0.0214675 0.0205739 0.0182163 0.0179178
threshold=0.11136500000000001 -0.016839999999999997 0.10072000000000002 0.11539000000000001 1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 -0.26719999999999994 0.09309000000000002 -0.51745999999999992 1.0000000180025095e-35 -0.084074999999999997 0.15364000000000003 0.0015250000000000001 0.53894500000000012 0.081245000000000026 -0.094679999999999986 0.084755000000000011 -0.0057999999999999987 -0.083489999999999995 0.13584500000000002 0.084870000000000015 0.081265000000000018 -0.29526499999999994 -1.0000000180025095e-35 0.083185000000000023 0.18936500000000003 0.086375000000000021 -0.089744999999999978 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 -1 3 4 5 6 7 -3 9 -9 11 12 13 -11 15 17 -17 18 27 -20 21 22 23 -21 -25 26 -26 -12 -13 -27
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 14 28 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.0035336234088688078 -0.0029860972583995609 -0.0024910684352983173 -0.0032800738593442569 -0.0035279491616279431 -0.0035477081877864792 0.0023040059166011331 -0.0033218368252984744 -0.0035222929537852428 -0.0028639373090518223 -0.0030202547656224248 -0.0017908681073756792 -0.0024668851928920099 0.0012987525371468364 0.0002349091601315896 -0.0032273549802058284 -0.0006874724320044942 0.0021444682958993979 -0.0022474910187491948 -0.0028263015070007706 -0.0025072173515194914 -0.0035280486498541538 -0.0023227520676179104 -0.00013757621289643219 -0.0018563845512915031 0.002969571651701437 -0.0035263476653558078 -0.00023518050301974427 0.0016002459103149707 0.00043723178606361671 0.001259352171048916
leaf_weight=0.016187215934223675 0.022877151838940901 0.033528376402159554 0.018192753142216023 0.015570067829798862 0.015316037312800179 0.044176983208671916 0.021040902602294298 0.016981449154171879 0.025330577364002127 0.10953862932848213 0.10263844810469891 0.028872776039293058 0.032883918643960897 0.034629672926257626 0.017045822751242667 0.070123986168255215 0.17921329121463714 0.047017500970468973 0.025825685810559662 0.013829204854118871 0.013282465399242938 0.022215181362298608 0.094130149466309376 0.017896523349918425 0.22183598104811608 0.014125136508027936 0.029326336894428096 0.028278716605655063 0.36671219858203763 0.030909255321603268
leaf_count=118 158 219 191 54 94 152 142 176 54 712 67 157 15 58 15 16 233 75 24 25 8 59 90 7 203 77 44 37 482 148
internal_value=0 -3.57821e-05 -6.99613e-05 -3.50383e-05 -2.21122e-06 3.08723e-05 -3.19998e-05 1.19174e-05 6.63183e-05 0.000115237 0.000156408 -0.000333334 -0.00158141 -0.00223835 0.000458711 0.000527708 0.00134801 0.000218426 0.000407165 0.00080409 0.001009 0.00114465 0.00132716 0.00174761 0.00193495 0.00216402 0.00259538 -0.00105837 0.000225267 -0.000241693
internal_weight=0 1.70666 1.69047 1.67228 1.65671 1.64139 1.59721 1.57617 1.54264 1.51731 1.50033 0.572637 0.177052 0.144168 0.927694 0.910648 0.249337 0.661311 0.614293 0.483376 0.45755 0.444268 0.422053 0.327922 0.314093 0.296197 0.251162 0.130917 0.395585 0.0450344
internal_count=3910 3752 3634 3443 3389 3295 3143 3001 2782 2728 2552 1424 785 770 1128 1113 249 864 789 685 661 653 594 504 479 472 247 104 639 225
is_linear=0
shrinkage=0.00352023


Tree=639
num_leaves=31
num_cat=0
split_feature=1456 453 403 151 484 1213 132 129 13 133 0 1 52 160 15 38 12 457 457 42 160 457 15 1 12 13 133 43 1 13
split_gain=0.0155389 0.0152295 0.0159891 0.0195076 0.0228185 0.0168681 0.0163716 0.0275126 0.0253354 0.0226145 0.021282 0.0308481 0.0197147 0.0193283 0.0254666 0.0217264 0.0244445 0.0224674 0.0473667 0.0218722 0.0224896 0.0302855 0.0241561 0.0261595 0.0364084 0.0271311 0.0327544 0.0264835 0.0245422 0.0293873
threshold=-1.0000000180025095e-35 0.089535000000000017 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 0.079995000000000011 0.089775000000000008 -0.15921999999999997 -0.26719999999999994 -0.07773999999999999 1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.26361999999999991 1.0000000180025095e-35 -0.083349999999999994 -0.0034949999999999994 -0.14941999999999997 -0.10770999999999999 0.090735000000000024 0.088550000000000004 -0.19153499999999998 0.10871500000000002 0.095775000000000013 -0.10023999999999998 0.087035000000000015 -0.049504999999999987 0.089455000000000021 -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 -4 7 9 -8 -7 11 -10 -11 -14 -15 16 -16 18 -18 -19 22 -22 -21 24 25 -24 27 -27 29 -29
right_child=1 -3 5 4 -6 6 8 -9 10 12 -12 -13 13 14 15 -17 17 19 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0020347429512433441 0.0024946165657656135 -0.0024348980136524156 -0.0035222782238501643 -0.0031497752352439776 0.0011740230434409173 -0.0030284437201642811 -0.0023226550172340292 -0.0033613240821138276 -0.0035271113305908428 -0.0028690284463783718 0.0031703809409683163 0.0028034479162589712 -0.00063724945221606006 0.0035169906520271109 0.0032566976234169472 -0.0025877449766934985 0.0030000277039837686 -0.0018656794539282839 -0.0033281524098875289 -0.0023934206646345777 -0.0024668279051214821 0.00078815261079810412 0.0031066024539165267 0.0025146476776277582 -0.0014334571537668614 0.0025873742545188989 -0.0023360127405372775 -0.0016050628693736781 -0.0011340641875340006 0.0021878337937233402
leaf_weight=0.048465030104637319 0.013748077890795685 0.031520564807124063 0.015555896967725746 0.059272576606133387 0.02030699098486366 0.027638764116658776 0.019602398475853988 0.028702163491061472 0.017536641433821387 0.025598777415552054 0.070690900252429745 0.020914598901072168 0.24491356752537208 0.032764787966242603 0.03709299250112863 0.029994187876582146 0.020424369678949006 0.04575461918830015 0.051910897578635873 0.026336751792768065 0.062551977041835016 0.081673595512256725 0.070599539651083343 0.12171640282758744 0.083120661031216514 0.10050822851189778 0.038779747788566965 0.033082226930672642 0.08105021781011601 0.10780251128745499
leaf_count=369 22 49 243 820 44 162 40 106 58 253 85 42 689 127 102 39 15 32 54 19 91 40 25 103 57 41 28 50 69 36
internal_value=0 -1.18967e-05 3.61482e-05 -0.00137749 -0.00204644 0.000124319 0.000162628 4.84066e-05 0.00136213 0.000122362 0.00202393 -8.37606e-05 0.000189574 0.000251221 0.000463478 0.000362664 0.000454616 0.000342289 -0.00154135 0.000502028 0.000636233 -0.000623563 0.000910284 0.00104695 0.000700031 0.0011107 0.000720611 0.00108823 0.000409304 0.00129719
internal_weight=0 1.62117 1.58965 0.0933276 0.0795796 1.49632 1.48076 1.35202 0.128745 1.32331 0.109142 0.0384512 1.29568 1.27008 1.02516 0.992399 0.962405 0.925312 0.0723353 0.852976 0.807222 0.144226 0.662996 0.63666 0.514943 0.431822 0.361223 0.322443 0.221935 0.140885
internal_count=3910 3541 3492 886 864 2606 2363 2138 225 2032 185 100 1870 1617 928 801 762 660 69 591 559 131 428 409 306 249 224 196 155 86
is_linear=0
shrinkage=0.00352023


Tree=640
num_leaves=31
num_cat=0
split_feature=1 47 14 3 3 484 457 50 15 1426 4 15 43 130 1212 42 132 15 15 3 159 132 16 13 151 42 48 13 448 457
split_gain=0.0810177 0.0633225 0.0574278 0.066398 0.0641227 0.0638821 0.0657411 0.0569752 0.0583648 0.0689678 0.0571348 0.0564841 0.0856775 0.0752647 0.0660831 0.062239 0.0683858 0.0603281 0.0537899 0.0479042 0.0486902 0.0470789 0.0455823 0.0545377 0.0449891 0.0447867 0.0431755 0.0441679 0.0432927 0.0466775
threshold=0.10113500000000002 0.087850000000000025 0.077685000000000018 -0.115685 -0.055684999999999991 0.085815000000000016 -0.0015249999999999997 0.14061500000000002 -0.073314999999999991 -1.0000000180025095e-35 0.26790000000000008 0.041585000000000004 -0.083254999999999982 -0.083489999999999995 -0.5172699999999999 0.08401500000000002 0.12562500000000001 -0.07052499999999999 -1.0000000180025095e-35 -0.021064999999999997 0.084730000000000014 0.080815000000000012 -0.063614999999999991 -0.0097449999999999985 -0.51118499999999989 -0.22309499999999996 -0.084204999999999988 -0.10241499999999999 -1.0000000180025095e-35 0.41137000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 18 11 6 -6 8 9 -2 26 17 15 -14 -15 16 -13 -5 -1 -8 22 -20 -21 -24 -11 -26 -10 -28 -29 -30
right_child=1 -3 -4 4 5 -7 19 -9 10 24 -12 12 13 14 -16 -17 -18 -19 21 20 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=0.00088182974048446724 -0.0012513279188420801 -0.00015477366280480418 -0.0012243902270026895 -0.0003679413570828083 -0.0011798042597446299 0.00064138649275174173 0.00062427055417460325 -0.0012247901729092797 -0.0010285821519630514 -0.00090228050927434512 0.0012236962650105758 -0.0012212279593360146 0.00084639693438334611 0.00069090229642090938 -0.00110813012345588 0.00085209025438584703 0.0011263092994238917 -0.0012243197205698999 -0.00022830777946901201 0.00021909871584958163 -0.0011538938620364776 0.00081105167558412892 0.00015144239880524694 -0.00075138463161418859 -0.00063004919954732727 0.0010148399631104165 0.0012055107357110762 0.0012140308463043786 2.1486605085631577e-05 -0.0012493791156061025
leaf_weight=0.14212721601870726 0.02512068673968304 0.58337893767020421 0.076045764686568762 0.26425734603571982 0.086975411482853704 0.16961970609372645 0.12708942025983549 0.032998987124301493 0.056936139619210735 0.021328230330254772 0.060688732683047419 0.057135857567118808 0.044686294805615923 0.035061939996013258 0.22546909914762869 0.14577107412878831 0.027230217558098957 0.22748277054461208 0.29292872563746675 0.36991661790125352 0.069769728565006517 0.083150167614803649 0.17157888411384181 0.23648432118170626 0.026231907075270899 0.39531084791815396 0.047794450478249928 0.036097939089813735 0.24730911693222868 0.051976323942653835
leaf_count=58 1 249 108 559 23 64 69 16 18 8 70 149 41 27 906 58 5 445 96 89 52 26 47 101 4 400 26 12 178 5
internal_value=0 0.000164512 -0.000179231 -0.000150608 -0.000240905 -5.3311e-05 -0.000164286 0.000350444 0.000404099 0.000713627 0.000114851 -0.00046582 -0.000191833 -0.000615307 -0.000866019 0.000369796 -0.000463531 -0.000764109 0.00024294 -7.36807e-05 -0.000178313 1.49218e-06 -9.08225e-05 -0.000371772 0.000825084 0.000912481 -3.80516e-05 0.000109131 -4.71111e-05 -0.000199222
internal_weight=0 1.58517 2.85278 2.77673 2.25853 1.23143 1.06181 1.00179 0.968794 0.467992 0.500803 1.02709 0.535354 0.305217 0.260531 0.230137 0.0843661 0.49174 0.518206 0.974839 0.84775 0.376079 0.77798 0.408063 0.442871 0.421543 0.440114 0.383178 0.335383 0.299285
internal_count=3910 987 2923 2815 2635 445 381 738 722 413 309 2190 1186 974 933 212 154 1004 180 358 289 122 237 148 412 404 239 221 195 183
is_linear=0
shrinkage=0.00121906


Tree=641
num_leaves=31
num_cat=0
split_feature=1 12 3 51 40 47 4 50 48 2 457 3 47 133 15 124 48 48 123 0 12 52 2 0 15 133 457 4 3 43
split_gain=0.0754222 0.0684507 0.0957187 0.0668408 0.0807649 0.0613992 0.0810318 0.066119 0.0534665 0.058296 0.0486489 0.0456937 0.0491873 0.0429599 0.0390488 0.0411113 0.0409219 0.048716 0.0362704 0.0473229 0.0494795 0.0400432 0.0466426 0.0410033 0.108751 0.0394065 0.0336804 0.0319313 0.0634634 0.040624
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.40274499999999996 0.34489500000000001 0.11603500000000001 -0.034289999999999994 0.11515000000000002 0.12862000000000004 0.12168500000000002 0.081330000000000013 -0.115685 0.085165000000000018 -0.50048999999999999 -0.0058549999999999991 -0.082024999999999987 0.08407000000000002 0.084500000000000006 0.091310000000000016 -0.082994999999999985 0.091475000000000015 0.086950000000000013 -1.0000000180025095e-35 -0.084304999999999977 0.079360000000000014 0.091290000000000024 -0.0015249999999999997 -0.51381999999999983 0.10666500000000002 -0.087439999999999976
decision_type=2 2 2 2 2 2 2 2 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 3 5 -2 13 6 -3 8 9 10 -8 12 -1 -5 16 -16 -13 -18 19 21 -21 22 -17 24 -24 -26 -19 -22 29 -29
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12 14 -14 -15 15 18 17 26 -20 20 27 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00025202678610677178 -0.0012276470398394866 -0.00092943451898652317 0.00089612664571840487 -0.001229396188545093 -0.001226520139526727 -0.00085745761088047083 -0.00011278465921985954 -0.0012237003436512623 -0.00082507006494267506 0.0012235905543328115 0.00074715876359663974 -0.0010836989968070648 0.00098203622522427775 0.00079696400632987287 0.0010589827408026794 -0.0012217669247281961 0.0011932261878865628 -0.0012291665438394885 0.0010521567223144685 -0.0012150309984765913 -0.0012353089037411401 -0.001090148744089134 0.00089877457470150933 0.00063556495616328454 -0.0010981074218580729 0.00036832371783875902 -0.00044987614234353381 -5.2507428389147436e-05 0.001019275332130418 -0.0012242816919266664
leaf_weight=0.36769109301349079 0.036960790908779018 0.18588542133602426 0.10146233403065696 0.016395083162933588 0.036330261966213584 0.26459826099016925 0.5092532585731534 0.064966894991812296 0.090698750704177655 0.070180717528273817 0.12099337918880337 0.30663522544773503 0.055205282307724701 0.30102304880529107 0.028920532007760014 0.045399724564049393 0.023421589736244641 0.10276113974759937 0.024403775227256119 0.18724259680493593 0.055890123430799354 0.063616118583013304 0.086796177944052033 0.13180803188879486 0.12924631158330158 0.034503087801112997 0.41636236139220273 0.10522242095703382 0.049217115622013807 0.075530782324677137
leaf_count=204 10 249 80 2 8 106 167 49 16 71 48 783 25 381 14 25 4 60 6 382 11 225 21 47 192 34 296 94 8 292
internal_value=0 -0.000119199 -0.000244469 0.000332252 0.000495235 -0.000333042 -0.000199873 -4.14617e-05 5.56232e-05 0.000169665 5.23054e-05 -0.000452758 -9.09311e-05 0.0006923 -0.000534717 -0.000373678 -0.000727731 -0.000526546 -0.000415578 -0.000452715 -0.000727912 -0.000187749 -5.35429e-05 8.51692e-05 -0.000204385 -0.000789121 -0.000604138 -0.000408842 -0.000207984 -0.000542153
internal_weight=0 1.79875 1.40804 0.390709 0.353748 1.30658 1.04198 0.856093 0.791126 0.700427 0.630247 2.28987 0.422896 0.317418 1.86698 1.0178 0.84918 0.542545 0.988876 0.964472 0.473103 0.491369 0.427753 0.382354 0.250546 0.163749 0.519124 0.28586 0.22997 0.180753
internal_count=3910 1187 786 401 391 706 600 351 302 286 215 2723 229 383 2494 1351 1143 360 1337 1331 787 544 319 294 247 226 356 405 394 386
is_linear=0
shrinkage=0.00121906


Tree=642
num_leaves=31
num_cat=0
split_feature=138 123 39 147 4 480 42 123 43 158 155 15 483 1374 156 1365 42 4 16 15 0 131 1446 4 474 48 15 148 1375 151
split_gain=0.0145452 0.0143767 0.016074 0.0156249 0.0177458 0.02565 0.0181804 0.0195391 0.0221199 0.0214454 0.0210024 0.0201442 0.0196382 0.0184196 0.018378 0.0180895 0.0189099 0.0236052 0.0289722 0.0276068 0.0205335 0.0257144 0.0179118 0.0175547 0.0227609 0.0218653 0.0206033 0.0177394 0.0164742 0.0314191
threshold=1.0000000180025095e-35 -0.041524999999999992 0.18016500000000005 -1.0000000180025095e-35 0.51390500000000017 0.086640000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.27717500000000006 0.085745000000000002 0.088505000000000014 -0.11219499999999999 0.091820000000000013 0.098580000000000015 0.013700000000000002 1.0000000180025095e-35 0.091955000000000023 0.08734500000000002 0.41476000000000007 -0.055679999999999993 0.18055000000000002 0.092255000000000018 0.088980000000000017 0.25367000000000006 0.087530000000000011 0.11379500000000002 -0.095799999999999982 0.10530000000000002 -0.029589999999999995 -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 14 9 22 10 12 -11 13 15 -5 16 20 18 -18 -19 21 23 -9 24 26 -25 28 -28 -8 -30
right_child=-2 2 -4 4 -6 -7 7 8 -10 11 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0027498458837565305 0.003739367832484661 -0.0036020570632544842 0.0037510439174340102 -0.001399442621803262 0.0037418597090885146 -0.003664767044695635 -0.0036860500791642092 0.0032139285529102775 -0.0037433401880751869 0.0010443905737599895 -0.0037400521282847416 -0.003746713167122578 -0.0035625786685399507 -0.0037463449628215902 0.0019784152001153421 -0.0033251877320312458 -0.0037055000670845905 -0.0022073797554096491 0.0011088042673907585 0.0024916734921642497 0.0037518411184650742 -0.0035102910595503902 -0.0034137187003268369 0.0026897199162415979 -0.0025046798222215358 -0.00089074127701233485 0.00083019294774792202 -0.002763712042340544 0.0026718194962672454 -0.0020317825458582304
leaf_weight=0.024025191060445539 0.013750802607319312 0.018585602512757649 0.014523853311402379 0.22264806899846634 0.016127539767239685 0.029210411085386911 0.02539142047498899 0.061381978303870599 0.0086544735822826624 0.017605043688035948 0.020132992450839882 0.040237981996597116 0.01997349939858839 0.01647472307558917 0.02500225500432407 0.019584317646149318 0.058314111293270798 0.028753916667483281 0.024890353001410404 0.044372763659339398 0.026330346232498414 0.022816063154550648 0.0062721739595872341 0.095005424993360066 0.038586439499113112 0.031759173892169201 0.58305167223534393 0.019818223197944462 0.031865836027463956 0.052422625221650754
leaf_count=41 31 31 30 916 116 237 22 214 12 33 201 211 120 31 84 41 363 41 22 25 14 33 4 99 132 19 686 6 27 68
internal_value=0 -0.000118754 -0.000161302 -0.000196699 -0.000156811 -0.000196845 -0.000131123 4.63879e-05 0.00188012 -6.85545e-05 4.21858e-05 -0.0022885 0.000109017 0.000174527 -0.00105842 0.000233092 0.000297415 -0.000904444 -0.00226532 0.000643973 0.000500089 0.000405032 0.00259948 0.000506788 0.000289776 0.00179268 0.000441103 0.00071205 -0.00104819 -0.000253553
internal_weight=0 1.64382 1.61979 1.60527 1.58668 1.57056 1.54135 1.2937 0.0763086 1.21739 1.15954 0.057843 1.13941 1.11944 0.24765 1.10296 1.08338 0.156331 0.0832045 0.0731267 0.927047 0.900717 0.0676542 0.877901 0.751136 0.126765 0.71255 0.60287 0.10968 0.0842885
internal_count=3910 3879 3838 3808 3777 3661 3424 2424 230 2194 1950 244 1749 1629 1000 1598 1557 451 385 66 1106 1092 218 1059 941 118 809 692 117 95
is_linear=0
shrinkage=0.0037357


Tree=643
num_leaves=31
num_cat=0
split_feature=1425 15 50 480 1348 14 3 133 13 131 15 1 402 49 39 122 1186 156 15 0 2 13 13 43 14 9 151 43 4 48
split_gain=0.0143032 0.0190601 0.0260691 0.0168417 0.0155824 0.0225102 0.0189315 0.018315 0.0193806 0.0301374 0.032 0.0289287 0.0222915 0.0200764 0.0192217 0.0257656 0.0205241 0.0185268 0.0176234 0.0195489 0.0327325 0.0237504 0.0476997 0.0329767 0.0277046 0.02709 0.0229531 0.0201554 0.0305886 0.0263706
threshold=1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.08456000000000001 0.093505000000000019 0.077685000000000018 -0.15464999999999998 -0.26719999999999994 -0.091229999999999992 0.092735000000000026 -0.19153499999999998 0.09832500000000001 0.088340000000000016 -0.10837499999999999 0.005105000000000001 1.0000000180025095e-35 0.084100000000000022 0.091280000000000014 -0.11739999999999999 -0.10575999999999998 0.080080000000000012 0.16421000000000002 0.11596500000000001 -0.074254999999999988 -0.073394999999999974 -0.016839999999999997 -0.095804999999999987 -0.079109999999999986 -0.084009999999999987 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 -1 4 5 6 -3 -8 9 10 -9 13 14 -12 16 -16 17 18 -10 20 -20 22 23 27 -25 -26 -22 28 -21 -30
right_child=-2 3 -4 -5 -6 -7 7 8 12 -11 11 -13 -14 -15 15 -17 -18 -19 19 21 26 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.002324937519074297 -0.0032781051704504722 0.0012676844826003653 -0.001631483945462583 -0.0032546655806513407 0.0031233277084562173 -0.0027000514239240571 -0.0032561182942906701 -0.0022062307685504169 -0.0024420037053276126 -0.0028285573497688816 -0.0023179115662210442 0.0030972695084784856 -0.0032552106187601509 0.00097838513770135901 0.0014302232530455762 -0.0032624985655447564 0.0018272785146130996 -0.0031239951521387565 0.0028878609082022338 0.0017120526773184777 0.0025489780727325391 -0.0032661863617077149 0.0032458838274688115 0.002561165855278367 0.0032776105772192028 -0.0030197364534819489 -0.00048700511712035025 0.001885879932596412 -0.0027089700198937483 0.00084265039047969536
leaf_weight=0.072525601586903465 0.014579268844613691 0.10438383106202254 0.023264275332621764 0.018052394408073158 0.015748654359413083 0.03514834072961992 0.020044316386815031 0.032065002747344806 0.044977613969421459 0.025421619684493635 0.021989005428622477 0.066078742472654994 0.027187151222562989 0.17562353873336101 0.11230801431133841 0.01390692604763899 0.039827682580380497 0.028842260841827283 0.043261142396658347 0.04156975967703147 0.029544631404860411 0.038125933790524869 0.03163910788771318 0.011954656627494398 0.0077083441428835711 0.11521076997212765 0.24266914960753638 0.043410685372236135 0.070462546337864751 0.032222190639004111
leaf_count=276 94 134 22 254 30 113 204 25 118 20 16 104 239 214 198 12 49 139 13 77 15 65 10 4 1 771 125 101 416 51
internal_value=0 -4.21198e-05 0.00136405 -0.000132558 -9.42513e-05 -0.000129064 -6.54453e-05 -0.000171184 -0.000123472 0.000569383 0.000861452 0.00123448 -0.000351747 0.000611595 -0.000268449 0.000913158 -0.000450007 -0.00056605 -0.000468041 -0.0003426 0.000260115 -0.000827279 -0.00056474 -0.000938539 -0.00216516 -0.00262483 -0.000157496 -5.69734e-05 -0.000641639 -0.00159448
internal_weight=0 1.58517 0.0957899 1.48938 1.47133 1.45558 1.42043 1.31605 1.29601 0.321178 0.295756 0.263691 0.974829 0.197613 0.947641 0.126215 0.821426 0.781599 0.752757 0.707779 0.315475 0.392304 0.354178 0.322539 0.134874 0.122919 0.272214 0.187665 0.144254 0.102685
internal_count=3910 3816 298 3518 3264 3234 3121 2987 2783 379 359 334 2404 230 2165 210 1955 1906 1767 1649 153 1496 1431 1421 776 772 140 645 544 467
is_linear=0
shrinkage=0.00325215


Tree=644
num_leaves=31
num_cat=0
split_feature=4 11 453 474 403 484 150 1213 132 13 484 129 52 52 133 150 1 48 52 42 9 15 48 50 4 15 0 3 4 41
split_gain=0.0453537 0.0680463 0.0504446 0.0475591 0.0466206 0.0416404 0.0535585 0.0411037 0.03981 0.0532802 0.0512205 0.0448509 0.0387464 0.037928 0.0385507 0.0352324 0.0413929 0.0497469 0.0489421 0.0423969 0.0476852 0.049733 0.0773112 0.041377 0.0422333 0.054321 0.0556129 0.0425727 0.0394748 0.0331081
threshold=0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 0.10117000000000001 -1.0000000180025095e-35 0.080815000000000012 -0.080814999999999984 0.091130000000000017 0.089775000000000008 -0.040174999999999995 -0.42985499999999993 -0.26719999999999994 0.15024000000000001 0.099595000000000017 -0.088799999999999976 -0.15422999999999998 0.091735000000000025 0.084755000000000011 -0.0063699999999999989 0.08407000000000002 0.086815000000000017 -0.37626499999999991 0.079360000000000014 -0.11524 -0.089974999999999986 0.053925000000000008 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 4 3 -2 12 6 -6 -7 10 -10 11 13 -1 -9 -15 16 18 -18 -16 20 21 22 -20 24 -23 -26 -27 -28 -19 -5
right_child=2 -3 -4 29 5 7 -8 8 9 -11 -12 -13 -14 14 15 -17 17 28 19 -21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-6.3051937601490279e-05 -0.0013235341401915837 -0.0011484164227336413 -0.00097137950512306802 0.00075604271795626048 -0.0010717775756377895 -0.0012950748539313052 0.00078574205420830719 -0.001063015427803812 -0.00091449877957650461 0.00086638001900411104 -0.0011118754190932755 -0.0012564339162992343 -0.0012341822178653303 -0.0012968369263010539 -0.0012993756916053788 -0.00095361982170186362 -0.00093527231829737848 0.00083388770267749362 -0.0010153059981474731 -0.0006184237864311009 -0.0012221752621194612 -0.00014236993137629517 0.00015094002748734832 -0.00053707639334719362 0.0011448737330753348 -0.0008796453122366201 -0.00027614765011331162 0.0009635510390320946 0.00013756722688517098 -0.00010942069452922227
leaf_weight=0.087610420007422363 0.023906624977826141 0.10261005833581283 0.046182724414393306 0.31575689184319333 0.12335588215546689 0.039903236144939291 0.032909090528846718 0.050909984989633172 0.033629879830186837 0.17147269049019076 0.069784210933903412 0.045567511499939317 0.10270476139976503 0.034131446644100616 0.047059645254197924 0.052843550103716441 0.042987249486031942 0.29292608235482465 0.1272445624963473 0.14569933849816141 0.042846418189583235 0.13616314183673239 0.3769141759185004 0.072406500541546848 0.22268857926245189 0.054940103218541481 0.06729739962520398 0.14901958138034388 0.25475589634152129 0.096609578606148716
leaf_count=108 4 160 23 394 492 231 15 161 33 91 183 84 780 115 29 9 14 202 210 103 44 35 107 30 40 14 30 60 58 51
internal_value=0 -0.000113213 0.000314334 0.000450437 -7.63016e-05 -3.24835e-05 -0.000680588 7.52765e-06 2.83916e-05 0.000574376 -2.05908e-05 1.37687e-05 -0.00069506 4.04312e-05 6.69305e-05 8.92469e-05 0.000116355 0.00040481 -1.77883e-06 4.19881e-05 0.000118995 0.000166617 -0.000143409 0.000389106 0.000495535 0.000671382 0.00028267 0.000577874 0.000509992 0.000553281
internal_weight=0 2.98038 0.482456 0.436273 2.87777 2.68746 0.156265 2.53119 2.49129 0.205103 2.28619 2.2164 0.190315 2.17083 2.11992 2.08579 2.03295 0.590669 1.44228 1.39522 1.24952 1.20667 0.504159 0.702515 0.630109 0.493946 0.271257 0.216317 0.547682 0.412366
internal_count=3910 3438 472 449 3278 2390 507 1883 1652 124 1528 1345 888 1261 1100 985 976 274 702 673 570 526 317 209 179 144 104 90 260 445
is_linear=0
shrinkage=0.00129368


Tree=645
num_leaves=31
num_cat=0
split_feature=1456 1 1374 2 15 49 49 0 12 3 15 48 52 3 3 403 3 2 12 43 457 48 13 157 1429 42 4 12 15 0
split_gain=0.0138819 0.014102 0.0240052 0.0226864 0.0236875 0.0247767 0.0271445 0.0195249 0.0186192 0.0183634 0.0220169 0.0220874 0.0199933 0.021478 0.0204501 0.0225651 0.0195569 0.0213816 0.0243348 0.0248542 0.0174247 0.0204125 0.015947 0.0156643 0.019534 0.016572 0.0189248 0.0154241 0.0153085 0.0198431
threshold=-1.0000000180025095e-35 0.094485000000000013 -0.094679999999999986 0.14808000000000002 0.024640000000000006 -0.045004999999999996 -0.006494999999999999 -0.23029999999999998 0.089445000000000011 -0.115685 -1.0000000180025095e-35 0.084260000000000015 0.11401500000000002 0.086245000000000016 0.045635000000000002 -1.0000000180025095e-35 -0.089974999999999986 -0.013084999999999998 0.088590000000000016 -0.14839499999999997 0.085130000000000025 0.084500000000000006 -0.079119999999999982 -0.074224999999999985 -1.0000000180025095e-35 0.10269500000000001 -0.00072999999999999985 0.11311500000000001 -0.016339999999999997 -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 4 5 8 -7 -4 -3 28 11 -11 13 14 15 -12 -17 -18 -19 -20 21 -13 -6 -8 -25 26 -26 -28 -9 -30
right_child=1 3 7 -5 22 6 23 9 -10 10 12 20 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.002020222723688265 -0.0036101038292598773 0.0027051199991462481 0.0018832896921764557 0.0032236201763819025 0.0013050272193119189 -0.0026487361711198527 0.002730594497233234 0.0028477445362921319 -0.0011215560362772051 -0.0029757007086382878 -0.0035921964477673347 0.0036245107758325892 -0.0036047008906171961 0.0016842537293418319 -0.0036055953058364162 -0.0017630414976010527 -0.0035924868961608653 0.001886150609965948 0.0015316569166448279 -0.0035962309402758413 0.0015134302669585729 -0.0019890082972075936 -0.0024241889066243189 -0.0036146395561555849 0.0023928337671997283 -0.0022886070787654913 -0.00012107427273761983 0.0032567765875736545 -0.0022517801564669372 0.00088173532424380902
leaf_weight=0.045979887541477749 0.027617495524282054 0.090851033507078682 0.053869116768510028 0.03437354542529647 0.019255135307503224 0.041567450286493113 0.034083687767633819 0.033452252358983969 0.020002246422336611 0.086409502515607417 0.022134662169150721 0.0092591810971498489 0.020350764705881375 0.081017441706080717 0.023674118564031232 0.05169685873556773 0.013707851496292278 0.12781180240995182 0.023790249611920444 0.024983343197845898 0.035450193936867436 0.085199841982444013 0.063664003942562886 0.016657479503464856 0.061559307613151759 0.027576615685575234 0.21385661197541594 0.01897487877340609 0.033916926819756554 0.11240048779563938
leaf_count=369 46 141 32 138 21 43 97 48 29 616 563 1 159 45 18 98 34 128 9 168 29 271 145 41 114 54 272 24 80 77
internal_value=0 -1.74614e-05 -0.000316281 0.000385699 0.000225269 0.000506884 0.000103434 -0.000207874 0.00201464 -0.000351329 -0.00065052 -0.00156889 -0.000140042 5.11326e-05 -0.000408603 -0.000122049 0.000195363 0.000727402 0.00106274 -0.00109501 -0.000633148 -0.00143875 -0.00155821 0.000410378 0.000176841 0.000372999 0.000622321 0.000154208 0.000656382 0.000155375
internal_weight=0 1.50916 0.866742 0.642422 0.608048 0.525129 0.414276 0.839125 0.110853 0.785255 0.605486 0.216319 0.389167 0.368816 0.287799 0.264125 0.24199 0.190293 0.176585 0.0487736 0.129909 0.094459 0.0829191 0.372709 0.338625 0.321967 0.294391 0.232831 0.17977 0.146317
internal_count=3910 3541 2422 1119 981 815 645 2376 170 2344 2139 917 1222 1063 1018 1000 437 339 305 177 301 272 166 602 505 464 410 296 205 157
is_linear=0
shrinkage=0.00359063


Tree=646
num_leaves=31
num_cat=0
split_feature=158 31 1338 2 123 50 41 4 15 159 50 401 13 13 132 52 1 3 15 1375 3 14 3 15 15 457 150 128 157 393
split_gain=0.0133677 0.0147092 0.0140684 0.0147606 0.0205276 0.018868 0.0195723 0.023305 0.0265315 0.0185886 0.0160692 0.0239609 0.0157314 0.0222255 0.0246097 0.022545 0.0223841 0.0250647 0.0203168 0.0160455 0.0172876 0.0156275 0.0168239 0.0164117 0.0259699 0.0214695 0.0478905 0.0219193 0.0170156 0.0180413
threshold=0.11034000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.099015000000000006 0.083905000000000021 0.10119500000000002 0.080335000000000018 0.27608500000000008 -0.11739999999999999 0.10392000000000001 0.10030500000000002 0.083100000000000021 -0.5337599999999999 -0.091849999999999987 0.079995000000000011 0.11743500000000003 0.10285500000000002 0.12046500000000002 -0.074174999999999977 0.093520000000000006 -0.5217799999999998 0.077685000000000018 -0.12008499999999998 -0.106555 -0.095799999999999982 0.088175000000000017 0.086420000000000011 0.086435000000000012 0.00087500000000000013 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 -1 3 5 12 6 7 8 -3 10 11 21 -5 15 16 -14 19 -18 -19 20 -15 22 -10 -24 -25 26 27 28 29 -26
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0034642179420980978 -0.0029066393399928944 -0.0025414031980073551 -0.0034594107285449271 -0.0029306950924301565 0.002533348448222865 -0.0031682841311606305 -0.0024190342801234097 0.0033589851873319478 0.0017980177841313884 -0.0034644066195156867 0.003388128443830964 -0.0034177729571424026 0.0021555623569159393 0.00064035887565760637 0.0022554488633242408 -0.0019330481037676916 0.0015119175633506634 0.00063495756516294163 -0.0024155717281247211 0.0024469952772372635 -0.0028444888859411144 -0.0034573451230117897 0.0020296697079417005 -0.0023904285466780752 0.00069748984137810426 0.0020679388894844042 -0.0032675301174225047 -0.0034607885404310305 -0.0034568501798131427 -0.0034549624462158444
leaf_weight=0.014191182927788426 0.019529174703223018 0.053527399350286609 0.014411842383197038 0.018386592259048484 0.049436986445925868 0.026612033424441961 0.045613154896273045 0.022607990815686207 0.068315132692077563 0.018275341878734253 0.01687563678206061 0.023882244586729939 0.10927170283821397 0.021473466575116618 0.045284111172577468 0.018831846994089574 0.094760528136930589 0.050332032015830919 0.053801058470526186 0.010109126180395833 0.080585320683780992 0.014415287319025083 0.043684443797246453 0.056281582423252652 0.35393975416639134 0.057416360364186403 0.052608802844133606 0.018228394050424868 0.013064804344992353 0.012917159709445514
leaf_count=110 167 165 23 13 164 329 91 70 50 97 4 205 141 7 94 41 180 39 29 5 377 41 18 71 938 51 125 128 48 89
internal_value=0 -3.25152e-05 -6.63886e-05 -3.26772e-05 0.000411324 -0.000305658 -0.000218261 -9.67363e-05 -0.000193978 -2.64211e-05 5.94562e-05 -1.91352e-05 0.000202694 0.000321617 -0.000121601 0.00155452 -0.00046765 0.000227602 -0.000941119 -0.00170045 -0.00211127 9.83499e-05 0.000174122 -8.29748e-06 -0.00016602 8.03386e-05 -0.000172836 0.000236075 0.000413448 0.000551281
internal_weight=0 1.47914 1.46495 1.45054 0.552273 0.898266 0.871653 0.82604 0.803432 0.749905 0.73163 0.714754 0.502836 0.484449 0.356346 0.128104 0.311062 0.198894 0.104133 0.112168 0.102059 0.690872 0.676456 0.608141 0.564457 0.508175 0.450759 0.39815 0.379922 0.366857
internal_count=3910 3743 3633 3610 1090 2520 2191 2100 2030 1865 1768 1764 926 913 731 182 637 248 68 389 384 1559 1518 1468 1450 1379 1328 1203 1075 1027
is_linear=0
shrinkage=0.00345121


Tree=647
num_leaves=31
num_cat=0
split_feature=1446 1425 1 159 1374 484 0 3 52 15 48 3 3 403 3 2 0 13 133 1212 158 15 13 48 13 2 15 49 457 12
split_gain=0.0125198 0.0125792 0.014755 0.0212079 0.0203524 0.0193983 0.0343475 0.0167048 0.0189249 0.0178182 0.0189452 0.0178961 0.0183424 0.019609 0.0169185 0.0187572 0.020354 0.0226937 0.0224277 0.0184186 0.0152482 0.0147665 0.0148407 0.0198993 0.0146976 0.014233 0.0162497 0.0190835 0.0193292 0.0163156
threshold=0.11539000000000001 1.0000000180025095e-35 0.094385000000000011 0.073745000000000019 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.115685 0.11401500000000002 -1.0000000180025095e-35 0.084260000000000015 0.086245000000000016 0.045635000000000002 -1.0000000180025095e-35 -0.089974999999999986 -0.013084999999999998 -0.082994999999999985 -0.028919999999999998 -0.090054999999999982 -0.5172699999999999 0.11034000000000001 -0.11739999999999999 -0.074599999999999986 0.085760000000000017 -0.10241499999999999 0.14808000000000002 0.024640000000000006 -0.045004999999999996 0.41137000000000007 0.089445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 25 -1 -6 -7 -8 9 10 24 12 13 -11 -15 -16 18 -18 19 -17 -5 -12 -23 -24 -9 26 27 29 -29 -4
right_child=-2 -3 3 20 5 6 7 8 -10 11 21 -13 -14 14 15 16 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.004310541212802381 -0.0042983452307276022 -0.0043197468521934523 0.0028859531374353211 0.0035319004282912993 -0.0036987446195011443 0.003366911438674743 0.00083309973277390017 0.00077293552560417714 -0.0041332507671801733 -0.004292798963738906 -0.0043010903213142248 0.0018759137122168754 -0.0043078436855736799 -0.0020087306173022881 -0.0042931692594679422 0.0037403550576385097 -0.0040008501992452854 0.0011050999211824717 0.0038504410499197702 -0.0043009340654334063 -0.0038575448137798535 0.0020062069267549588 0.0019910923105932983 -0.0034508746296700128 -0.0042969174097339012 0.0033136179549795234 -0.0017405050042698033 0.00017449717968305901 -0.0040558221058833947 -0.001651046154140778
leaf_weight=0.023582575503496406 0.012863509966905551 0.012569639543471456 0.080101564774395229 0.057058542207187202 0.029190619670714346 0.048330856952816026 0.16388819669396049 0.012886511100305142 0.028481277682431028 0.019446947223854982 0.016298220667579244 0.075676904522424593 0.021299492687830934 0.049952051048421708 0.012298980735067744 0.0086261309938890918 0.022850372550692555 0.053690958382959453 0.066286427137583814 0.013381731792833307 0.0056514174309540968 0.04249248681253448 0.019844094793370459 0.03286328117769699 0.057562325761182143 0.026178042910942168 0.077449424545193324 0.3112014552632445 0.021246940370474476 0.017847079358944029
leaf_count=46 55 94 121 222 456 26 175 16 305 534 81 44 14 90 34 11 100 65 34 79 31 53 6 61 402 81 168 472 6 28
internal_value=0 -4.59067e-05 -7.95939e-06 0.000505251 -0.000381923 -0.000265437 -0.000134628 -0.000370384 -0.000726447 -0.000541789 -0.00162755 3.3305e-05 -0.000487329 -0.000157252 0.000196903 0.000818892 0.00120032 -0.000419212 0.00260428 -0.0011491 0.00286596 -0.000526888 0.000119255 -0.001402 -0.00336954 0.000228034 6.89812e-05 0.000394596 -9.58646e-05 0.00205927
internal_weight=0 1.42823 1.41566 0.596734 0.81893 0.795348 0.766157 0.717826 0.553938 0.525457 0.181947 0.34351 0.267833 0.246534 0.227087 0.177135 0.164836 0.0765413 0.0882943 0.0220079 0.06271 0.111498 0.0951999 0.0527074 0.0704488 0.534025 0.507846 0.430397 0.332448 0.0979486
internal_count=3910 3855 3761 1129 2632 2586 2130 2104 1929 1624 619 1005 961 947 413 323 289 165 124 90 253 201 120 67 418 876 795 627 478 149
is_linear=0
shrinkage=0.00429114


Tree=648
num_leaves=31
num_cat=0
split_feature=1 47 52 52 12 43 50 1375 151 48 484 1374 403 393 159 483 12 475 3 13 1 12 15 12 124 3 50 42 14 42
split_gain=0.0609953 0.0689569 0.0601305 0.0558804 0.065134 0.069919 0.0739633 0.068475 0.0601509 0.0610145 0.0552928 0.0544794 0.0521984 0.0491479 0.0473293 0.0453475 0.0436791 0.0432735 0.0445379 0.0409859 0.0479226 0.0473584 0.0396066 0.0419693 0.0663325 0.0656208 0.0420251 0.0394012 0.0391792 0.0387501
threshold=0.094385000000000011 0.09252500000000001 -0.24456499999999998 0.12539500000000003 -1.0000000180025095e-35 -0.26007999999999992 0.10625000000000001 -0.43271999999999994 -0.27336999999999995 -0.086624999999999994 -0.065229999999999996 -0.094679999999999986 -1.0000000180025095e-35 0.087665000000000007 -0.094429999999999986 0.083960000000000021 -0.099039999999999975 -0.086424999999999988 0.14320000000000002 -0.057284999999999996 0.13026000000000001 0.092365000000000017 -0.14676499999999995 0.10214500000000001 0.11158000000000001 0.10666500000000002 0.10119500000000002 -0.086109999999999978 0.077685000000000018 -0.09602999999999999
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -4 -6 7 -7 -9 -10 -1 -12 17 15 -5 16 -14 -13 -19 20 21 -3 -18 25 -25 26 28 -21 29 -24
right_child=1 19 3 14 5 6 -8 8 9 -11 11 12 13 -15 -16 -17 22 18 -20 27 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012985938762876484 -0.00064259255378449763 0.00049236716967443375 0.0011664663818143715 0.00054589086648830368 -0.0012758429372813974 -0.0006470192146938832 -0.0013004964668773978 -0.0010958077758144885 -0.00029243086145830518 0.0010013863926313915 -0.0013104610295456159 0.0011955366227135525 -0.0012686113918271686 -0.001287675043871747 -0.00071056012188497103 -0.0012994209774024657 -0.0010988200898286757 -0.0011038661300346111 0.0013028526068086645 0.00013057445048533472 0.0010696992712545925 -0.00080363878385694275 -0.00087330344571623115 -0.0011286455882147251 0.0011747591713150785 0.0011585960533045613 -0.0012966919071108424 -0.00081487726296644071 -0.0012973341406131412 0.00017659870323141782
leaf_weight=0.074189245735396869 0.10379282759458863 0.090319844861369347 0.20625565890804842 0.083082763589118258 0.04221344005782135 0.070135261310497077 0.038273166228464106 0.029078477062284724 0.071074868777941225 0.43040461950840925 0.067084006539517627 0.017590327508514747 0.043721375390305517 0.052962310997827333 0.12668078479691758 0.04547993609412504 0.049623648511442631 0.17435387909881761 0.013894087169319391 0.10615406644501491 0.06976793821377214 0.098815557852503844 0.061517583552358368 0.099577267592394381 0.026489876516279764 0.097578970453468972 0.03707430307076709 0.24182161501812505 0.032899384006668586 1.3486387598049974
leaf_count=407 137 37 309 71 12 6 39 8 23 280 46 6 23 30 53 107 69 776 2 19 28 62 81 146 7 17 121 111 43 834
internal_value=0 0.000118963 0.000298566 0.000387598 0.000529539 0.000336683 0.000443215 0.000554315 0.000713122 0.000818013 -0.000200385 -0.000162812 -0.000126175 -5.89869e-05 -0.000212907 -2.36704e-05 8.61511e-06 -0.000744912 -0.000926233 -0.000236463 0.000153297 -0.000184743 4.0463e-05 7.36454e-05 -0.000644642 0.00013104 6.32977e-05 -0.000526456 9.8238e-05 0.000130797
internal_weight=0 1.80787 1.20099 1.0972 0.887435 0.68118 0.638966 0.600693 0.530558 0.501479 2.24267 2.16849 2.1014 1.89556 0.209764 1.8426 1.79712 0.205838 0.188248 0.606879 0.258903 0.189135 1.7534 1.70378 0.126067 1.57771 1.48013 0.347976 1.44306 1.41016
internal_count=3910 1195 938 801 677 368 356 317 311 303 2715 2308 2262 1478 124 1448 1341 784 778 257 127 99 1318 1249 153 1096 1079 130 958 915
is_linear=0
shrinkage=0.00129368


Tree=649
num_leaves=31
num_cat=0
split_feature=1213 475 484 150 1 375 11 403 132 13 52 376 129 160 47 39 150 4 13 133 159 160 1375 457 49 1 12 52 3 0
split_gain=0.048811 0.0597623 0.0531623 0.0758874 0.0535637 0.0579951 0.054787 0.048095 0.0621762 0.0612312 0.0592078 0.0511243 0.0565646 0.0557954 0.061126 0.0519366 0.0477682 0.0544973 0.0475033 0.0575786 0.0526283 0.0482152 0.0472512 0.0918203 0.0649975 0.047461 0.0728134 0.0670119 0.0676431 0.0415335
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.0043499999999999988 0.10117000000000001 0.12811000000000003 -0.40343999999999997 0.088315000000000018 -0.084084999999999979 0.079995000000000011 -0.080814999999999984 -0.27466499999999994 0.048375000000000008 0.087190000000000017 -0.098319999999999991 0.12339500000000002 -1.0000000180025095e-35 -0.22988499999999998 -0.59419999999999995 -0.091849999999999987 0.089845000000000022 0.09141500000000001 0.091575000000000017 -0.43271999999999994 0.082870000000000013 -0.0057999999999999987 0.10801000000000001 0.094195000000000015 0.071660000000000015 -0.069909999999999986 0.15480500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -9 12 13 16 15 -15 -12 -18 21 20 22 -17 -20 24 -24 26 27 28 -26 -13
right_child=2 -3 4 -5 5 -7 -8 8 9 -11 11 29 -14 14 -16 18 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013525123299692183 -0.00094872755279926525 -0.0012027143648794389 -0.00095142085894612746 0.00091614195400384162 -0.0012877464874423636 0.00064992924715429122 -0.00082291618057709964 -0.00092398125078037264 -0.00068246425554434667 0.00096081041767976923 0.00077759718740761752 0.001121206901402122 -0.0013151219106820146 -0.0012195253323845675 -0.0012939570229665307 0.00066742604277263454 0.0013688086955875884 -0.0012072033938827023 -0.00067444855677504178 -0.0011027043785220791 -0.00090144071182780058 -0.00056143344349548336 -0.00053153254967722163 0.0010205761490583967 -0.0011095572610456416 0.0011991140350087262 -0.0012258619328373078 0.00086908372963943837 0.00032279811953965222 -0.00018245192769137145
leaf_weight=0.01923611294478178 0.22101138067000725 0.12015036754564823 0.095224282770688951 0.048140202008653432 0.030498505773721263 0.33915655125929323 0.15844787923379033 0.13104615576230783 0.050904780975542963 0.2127829433811711 0.03409816138446331 0.12681422427340283 0.062495822000528167 0.053027421854498935 0.059236623434116953 0.41415133539522075 0.01642603799700737 0.15782173936077448 0.11488812819152761 0.080060680151291197 0.093311098046797158 0.067229969150503166 0.25553119583674178 0.21564854354073759 0.087956321799540715 0.086443675005284604 0.06378239900823246 0.21333099263210897 0.18610184954738929 0.068016314602573402
leaf_count=4 567 588 404 18 6 300 118 260 40 109 3 113 96 27 26 141 1 306 16 87 97 17 112 88 119 20 76 87 54 10
internal_value=0 -0.000850079 -3.89061e-05 -0.000615179 5.73564e-06 0.000490061 -5.19281e-05 -1.04659e-05 2.09611e-05 0.000643577 -4.24906e-05 4.53645e-06 -5.24563e-05 -1.65719e-05 5.27863e-05 9.409e-05 -0.000679275 -0.000964367 0.000131173 5.53267e-06 7.29029e-05 0.000495803 0.000147201 0.000232336 4.20172e-05 0.000271873 0.000126449 0.000303419 -0.000136902 0.000666093
internal_weight=0 0.139386 3.74359 0.269152 3.47443 0.369655 3.10478 2.94633 2.85111 0.263688 2.58742 2.45637 2.26154 2.19905 1.9907 1.93146 0.208346 0.174248 1.87844 1.39705 1.31699 0.481381 1.22368 1.10879 0.893146 0.637615 0.551172 0.487389 0.274058 0.194831
internal_count=3910 592 3318 585 2733 306 2427 2309 1905 149 1756 1496 1373 1277 967 941 310 307 914 756 669 158 572 556 468 356 336 260 173 123
is_linear=0
shrinkage=0.00134594


Tree=650
num_leaves=31
num_cat=0
split_feature=12 132 42 160 158 475 4 0 1 52 150 13 11 147 131 3 3 16 1 1429 151 0 47 4 13 14 45 150 48 52
split_gain=0.0443466 0.0535461 0.0499475 0.0559036 0.0511 0.0510727 0.0451192 0.0467737 0.0449243 0.0519006 0.0512783 0.0409619 0.0399898 0.0350999 0.0385253 0.0332328 0.0326354 0.0540293 0.0311987 0.0397674 0.0404191 0.0353717 0.0329069 0.0521066 0.0478624 0.0403286 0.0458486 0.049306 0.040598 0.0306368
threshold=0.051320000000000005 0.079995000000000011 -1.0000000180025095e-35 -0.091109999999999983 0.085110000000000005 -0.075169999999999987 -0.51381999999999983 -0.070894999999999986 0.12263000000000002 -0.11051499999999999 0.082085000000000019 -0.076384999999999995 0.087830000000000005 -1.0000000180025095e-35 0.086990000000000012 -0.088024999999999978 -0.089974999999999986 -0.25582999999999995 0.094695000000000015 0.084920000000000009 -0.086769999999999986 -0.017269999999999997 0.096300000000000011 -0.16401499999999997 -0.068214999999999984 -0.46637499999999993 0.093765000000000015 0.15297000000000002 -0.086624999999999994 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 15 -4 5 -5 -7 8 9 -8 11 12 -11 -1 18 16 17 -2 19 20 -15 22 23 -20 -24 -25 27 28 -27 -9
right_child=2 -3 3 4 -6 6 7 29 -10 10 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 -23 24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014519566191237849 0.0013150761051238169 0.0010792814123954304 -0.0011737925552569404 -0.00099503522762091042 -0.0013647643046443595 -0.0015264086599516703 -0.0015195725724292065 -0.00088263004260666789 0.0015224841522101446 0.00013714901928624641 0.00093693606469795975 -0.0014463972366998855 -0.0014178829770167441 0.0007920849312710713 0.0015186199052155973 -0.001470295533534673 0.0006189360436753222 -0.001324449006183158 -0.0015218931683656353 0.0011100367998697804 -0.00047566641433670261 0.0013354270842443137 0.00093687717266500666 -0.00094449036785405264 -0.00081415855893716971 -0.00049334396610896446 -0.001173422563553641 -0.00059049100555918252 0.0011209066854869186 0.00080579841424345522
leaf_weight=0.035539111297111847 0.021856174817003193 0.12243470776957099 0.1052828080121343 0.097096405580941458 0.06152113987445762 0.035327200977917084 0.056060004433447386 0.026814990397269867 0.04027296470667352 0.32658657068804997 0.10976653083162091 0.054946782182469622 0.04299719624214049 0.065151198388775811 0.041136804049528908 0.11052093974444677 0.050502239240813651 0.096406477032815019 0.032454326234073627 0.047550662331559579 0.51065129400922182 0.061572616361445731 0.047279652651923243 0.042747086830786207 0.14853706400208466 0.040356955323659016 0.031245118036167696 0.056072689534630626 0.31663185884826872 0.31167299028629802
leaf_count=11 13 117 376 285 154 17 114 81 20 471 56 158 13 25 64 439 90 351 16 31 262 113 34 21 66 19 12 8 252 221
internal_value=0 0.000116017 -0.000243897 -0.000116119 -2.03763e-05 5.47078e-05 0.000156183 0.000217518 -2.64448e-05 -0.00013211 1.3467e-05 -0.000225305 -4.37626e-05 3.61638e-05 7.28552e-05 -0.000824187 -0.000401063 -0.000836637 3.03813e-05 -0.000222204 -0.000332222 0.000233046 0.000138157 0.000337751 -0.000391374 0.000461667 0.000596954 0.000730871 0.000938418 0.000672041
internal_weight=0 1.59936 1.54763 1.26835 1.16306 1.10154 1.00445 0.969118 0.63063 0.590357 0.534297 0.424531 0.369584 1.47693 1.44139 0.279286 0.168765 0.118263 1.40025 0.623353 0.575802 0.776897 0.715325 0.519508 0.195817 0.487054 0.444307 0.413062 0.356989 0.338488
internal_count=3910 1051 2859 1966 1590 1436 1151 1134 832 812 698 642 484 934 923 893 454 364 859 318 287 541 428 328 100 312 291 279 271 302
is_linear=0
shrinkage=0.00151575


Tree=651
num_leaves=31
num_cat=0
split_feature=1213 475 156 453 4 482 1348 14 11 484 150 40 1 0 151 1365 16 150 2 132 160 13 150 51 1374 4 2 457 1 156
split_gain=0.0127069 0.01493 0.0130248 0.013201 0.0158473 0.0154357 0.0149243 0.0169185 0.0165276 0.0166239 0.0264232 0.0184778 0.0157622 0.0285114 0.0250914 0.0197739 0.0191987 0.0239847 0.0244647 0.0170647 0.0200369 0.0189591 0.0185047 0.0212 0.0224697 0.0211711 0.0207623 0.0303617 0.0238152 0.0196838
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.096095000000000014 0.51224500000000017 0.092060000000000017 0.090050000000000005 0.078275000000000025 0.088315000000000018 -0.0043499999999999988 0.10117000000000001 -0.0091899999999999985 1.0000000180025095e-35 -0.084074999999999997 -0.082774999999999987 0.086865000000000012 -0.50763499999999995 0.085200000000000012 0.075670000000000015 0.080815000000000012 -0.23073999999999997 -0.083924999999999986 0.15024000000000001 0.094915000000000013 -0.094679999999999986 -0.23071499999999998 1.0000000180025095e-35 -0.067474999999999993 0.095575000000000007 0.080810000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 13 16 15 -14 -11 18 -18 20 -16 -22 23 24 -23 -26 28 -28 -27 -29
right_child=2 -3 3 -5 -6 -7 -8 -9 -10 12 -12 -13 14 -15 19 -17 17 -19 -20 -21 21 22 -24 -25 25 26 27 29 -30 -31
leaf_value=0.0031300732052611498 -0.0031278156336761089 -0.0025799784562703016 0.001778088133470866 -0.0022806208731870809 0.0031295624087535629 -0.0028751210497719583 0.0029906404387575599 -0.0022592499810843835 -0.00151230278160056 0.00084688466585404064 0.0029900347798806279 -0.0031249255215275596 0.0025660961062814471 0.00030307841469967984 -0.0020834719103617655 -0.0020160006579379567 0.0031465594408401558 0.00078097011092046593 -0.0031324442497745017 0.0023903106334562363 0.0014285769845518387 -0.0031400696445420735 -0.0031635627373023598 0.0019456801589491533 -0.0028961880685587555 -0.0031295471375269524 -0.001728205802088626 0.0025445565740864172 6.923112484986214e-05 -0.00027465524182028109
leaf_weight=0.005157612729817628 0.012999732323692004 0.033768867279036496 0.0090309623960820318 0.02405063835067256 0.016191693513974204 0.017774308245293358 0.016733788684177742 0.031076431693691009 0.061139615007505088 0.030737924716049747 0.011145542855956592 0.044606033956256286 0.082230877216261433 0.337755784245929 0.03600406266355094 0.010362090994021855 0.006534210406242801 0.024954868215445458 0.084102717666041826 0.036078535610613471 0.11845039738273044 0.022808241017628461 0.017204954900080338 0.055162563226303973 0.021867133665182337 0.028341137997358601 0.029947287053801119 0.089513105708647345 0.1151094385079432 0.033164438978928956
leaf_count=4 196 588 12 36 165 129 43 99 95 34 12 412 166 574 86 9 1 81 394 67 166 14 5 53 76 163 20 68 123 19
internal_value=0 -0.00182342 -1.32491e-05 1.54239e-05 5.52079e-05 1.89215e-05 5.69107e-05 2.02013e-05 7.44307e-05 0.000152345 -0.00138937 -0.0022994 0.000236963 -0.000196246 0.000538164 0.00205331 -0.00134878 -0.00193264 -0.00267978 0.000305758 0.000173251 0.000326103 9.9983e-06 0.00014791 -0.000143123 7.18689e-05 0.00029108 0.00109358 -0.000562743 0.00178242
internal_weight=0 0.0389265 1.42508 1.41208 1.38803 1.37184 1.35406 1.33733 1.30625 1.24511 0.0647825 0.053637 1.18033 0.484086 0.696244 0.092593 0.14633 0.115592 0.0906369 0.603651 0.567573 0.531569 0.413118 0.395913 0.340751 0.317943 0.296075 0.152625 0.143451 0.122678
internal_count=3910 592 3318 3122 3086 2921 2792 2749 2650 2555 436 424 2119 1084 1035 175 510 476 395 860 793 707 541 536 483 469 393 107 286 87
is_linear=0
shrinkage=0.00312586


Tree=652
num_leaves=31
num_cat=0
split_feature=1 47 52 44 12 50 4 43 151 3 480 3 2 14 39 131 403 15 1375 124 52 2 47 43 2 13 4 3 3 43
split_gain=0.0615898 0.0572268 0.0532793 0.0574567 0.0508928 0.0666742 0.0491676 0.0511565 0.0530856 0.0449198 0.0441659 0.0427549 0.0528011 0.0405373 0.0372089 0.0371182 0.0364062 0.0365153 0.0361393 0.0353067 0.03504 0.0347053 0.0327524 0.0445723 0.0418753 0.0385007 0.0444565 0.0324887 0.0513768 0.0393973
threshold=0.094385000000000011 0.09252500000000001 -0.24456499999999998 0.088980000000000017 -1.0000000180025095e-35 0.11515000000000002 -0.17479499999999998 -0.26007999999999992 -0.40391999999999995 -0.115685 -1.0000000180025095e-35 0.084925000000000014 0.083795000000000022 -0.46879999999999994 0.11742500000000002 0.088565000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43271999999999994 -0.078884999999999983 -0.010284999999999997 0.10571000000000001 0.085165000000000018 0.098320000000000005 0.11085000000000002 0.025140000000000006 -0.071454999999999991 -0.074234999999999982 -0.075954999999999981 -0.26007999999999992
decision_type=2 2 2 2 2 2 2 2 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 10 6 -6 -8 -9 22 -4 16 -13 -10 27 18 -11 -18 -15 -19 -14 -22 23 24 25 -1 -27 28 29 -3
right_child=1 14 3 -5 5 -7 7 8 13 11 -12 12 20 15 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00043417294467875566 -0.00061557330025455821 0.0011794862523717389 -0.0012524517098659602 -0.0012033745728959591 -0.00083044073087701418 -0.0012474279800929735 -0.0011984047614098318 -0.0010872718180902482 -0.00046968518488744781 -0.001123730586992471 0.0011979902749376717 0.0011541385181570247 -0.00046610781159676798 -0.00022108367835409177 0.00076585648893709858 -0.00049923051480293772 -0.0007090744861100337 0.0010950646236365968 0.00097664637637325316 -0.00025731432723123557 0.00063807049110830541 -0.00044287034106904306 0.0010721909557962791 -0.0012514883822764505 0.0011760374986061765 -0.0011711868980640579 0.00047998895022966246 -0.00060930977206664417 0.0011344733758042029 -0.00067689404536893207
leaf_weight=0.125038038850107 0.088418976519278658 0.021419368160422891 0.01217405591160059 0.033404806177713908 0.046576594424550422 0.040465406669227377 0.026278370431100484 0.02814327014493756 0.044567850331077352 0.11111042468564813 0.17268946372951177 0.054059208268881664 0.24131678752564767 0.043048533181718085 0.053272615128662437 0.033216680554687628 0.31603541863864826 0.03156800596480025 0.40916919894061698 0.54774026158884304 0.12477375504022348 0.072672285663429648 0.053793212873642915 0.037440261627125437 0.054155856429133564 0.069939365785103291 0.039422575237949786 0.26414249482149899 0.050828075436584186 0.10114131418595207
leaf_count=81 137 3 3 13 23 58 9 9 12 803 324 11 99 5 16 52 918 12 293 592 39 12 25 19 10 58 36 152 8 78
internal_value=0 0.000131153 0.000305002 0.000396486 0.000458895 0.00029984 0.000399065 0.000497052 0.000576877 -0.000208706 0.00103662 -0.000305468 -5.39297e-06 0.000665244 -0.000215321 0.000769442 -0.000452403 -0.000369093 0.000862629 -0.00018362 -0.000148257 0.000240218 0.000173276 2.49443e-05 0.000190562 -3.71226e-05 -0.000575974 -0.000334787 8.34252e-05 -0.000352463
internal_weight=0 1.46896 0.978153 0.889734 0.856329 0.671466 0.631 0.584424 0.558146 1.87907 0.184864 1.49928 0.492822 0.530002 0.490804 0.485434 1.00645 0.895344 0.452218 0.579308 0.438763 0.197446 0.379789 0.325996 0.288556 0.2344 0.109362 0.437531 0.173389 0.122561
internal_count=3910 1195 938 801 788 461 403 380 371 2715 327 2486 161 362 257 350 2325 1522 298 604 150 51 229 204 185 175 94 241 89 81
is_linear=0
shrinkage=0.00124344


Tree=653
num_leaves=31
num_cat=0
split_feature=138 1374 150 52 52 42 150 1 484 403 4 14 11 1 146 1375 1455 1213 147 123 1 42 42 43 0 4 13 4 124 159
split_gain=0.0127794 0.013131 0.0130287 0.0181898 0.0227392 0.020545 0.0185735 0.0192891 0.0170158 0.0162221 0.0195023 0.0147126 0.0150453 0.0191712 0.0149307 0.0149622 0.0144368 0.014028 0.0143478 0.0148354 0.0166617 0.0195779 0.0220556 0.0239425 0.0252759 0.0225078 0.0194478 0.0205625 0.0191224 0.0185779
threshold=1.0000000180025095e-35 0.09309000000000002 0.082085000000000019 -1.0000000180025095e-35 -0.048794999999999991 0.084435000000000024 0.15297000000000002 0.092550000000000007 -0.083374999999999991 -1.0000000180025095e-35 -0.15796999999999997 0.077685000000000018 0.088315000000000018 0.11831500000000002 0.085665000000000019 -0.066804999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13456000000000004 0.10521500000000002 0.091955000000000023 -0.09602999999999999 -0.083684999999999996 -0.084074999999999997 -0.51381999999999983 0.41346500000000003 0.15045000000000003 -0.50873999999999986 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 8 4 6 -5 7 -4 -1 10 -10 12 14 -14 15 -11 -17 -18 -19 20 21 22 -20 24 -24 -25 27 -23 -22 -27
right_child=-2 -3 3 5 -6 -7 -8 -9 9 11 -12 -13 13 -15 -16 16 17 18 19 -21 28 26 23 25 -26 29 -28 -29 -30 -31
leaf_value=-0.0031535794523115035 0.0035940613103266328 -0.0028953001754729439 -4.5865925206398916e-05 0.0034530500942593699 -0.003541016611886856 -0.00078574632118091849 -0.0026421841155674047 0.0024573886387872362 0.0024702347028284525 -0.0031653413023163164 -0.0028355296127524372 -0.0028938798419547124 -0.0032578388224807084 0.0023750785011983806 -0.0035098080173496479 -0.0035929442042325435 -0.0035921625926237 -0.0029750653271137513 -0.0028468181023611262 -0.0029149473094303101 -0.0035839840981217227 -0.0036029835937015108 -0.0018059570738938261 -0.0036088121011276599 0.0025713702225745546 0.00048281249576390448 0.0036191110742652198 0.0013430793549578778 0.001391508548953172 -0.0029245135849034743
leaf_weight=0.025121152409780856 0.012177214602161368 0.021340731325835693 0.10692908434566561 0.050052995226906094 0.019984206609024113 0.020897063651773351 0.021729439322371036 0.06310994723571639 0.010767582159132871 0.017125057803922816 0.052384482033403068 0.02302323546723517 0.035267700881831843 0.0099981302828382468 0.014510727918604971 0.012616466088558487 0.01193918474797262 0.016665899895996761 0.026430894343035805 0.017194779497003765 0.010360343972934061 0.044935212192399376 0.020247422151214778 0.020319899867899283 0.10627148176263224 0.33860742279523992 0.0078066424466669551 0.014280763196438784 0.25703867009519854 0.021969161756715039
leaf_count=323 31 58 71 81 110 67 8 124 13 21 845 78 73 19 16 156 234 34 120 19 8 185 74 21 78 556 1 12 434 40
internal_value=0 -0.000100029 -5.73462e-05 0.00063112 0.000103912 0.00220459 0.00048375 0.000883216 -0.000231922 -0.000164572 -0.00193088 -5.59169e-05 9.18877e-06 -0.00201366 0.000104737 0.00016031 0.000221767 0.00027442 0.000325592 0.000387716 0.000453121 0.000121308 0.000350958 0.000517528 0.00187085 6.80082e-05 -0.00170789 -0.00241017 0.00119873 0.000275211
internal_weight=0 1.41893 1.39759 0.282703 0.211753 0.0709501 0.191768 0.170039 1.11488 1.08976 0.0631521 1.02661 1.00359 0.0452658 0.95832 0.943809 0.926684 0.914068 0.902129 0.885463 0.868268 0.600869 0.533846 0.507415 0.126519 0.380896 0.0670226 0.059216 0.267399 0.360577
internal_count=3910 3879 3821 461 313 148 203 195 3360 3037 858 2179 2101 92 2009 1993 1972 1816 1582 1548 1529 1087 889 769 152 617 198 197 442 596
is_linear=0
shrinkage=0.00359063


Tree=654
num_leaves=31
num_cat=0
split_feature=484 403 52 133 160 1213 150 1365 375 0 15 1 48 12 0 124 1 402 52 483 3 1 2 0 133 49 1 483 4 3
split_gain=0.0534102 0.0552138 0.0612923 0.0613915 0.0575097 0.0537639 0.0508943 0.0416594 0.0426371 0.0409899 0.0627243 0.0504289 0.0634361 0.0523463 0.0453386 0.0466417 0.0506059 0.0447912 0.0442316 0.0410484 0.0377245 0.0573461 0.0481208 0.0442176 0.044784 0.0373863 0.041368 0.0360452 0.0358082 0.0335905
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 0.097030000000000019 1.0000000180025095e-35 0.093405000000000016 -0.075584999999999986 -0.03231499999999999 0.13304000000000002 0.12862000000000004 0.11655500000000001 -0.082844999999999988 -0.37194499999999991 0.11368000000000002 -0.22771499999999997 0.11588000000000002 0.085390000000000008 -0.089974999999999986 0.076710000000000014 -0.0098549999999999974 -0.084304999999999977 -0.086869999999999989 -0.085974999999999982 0.094385000000000011 0.11293000000000002 -0.59419999999999995 -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=6 29 -3 -4 28 -6 27 8 9 11 -11 12 13 14 15 -7 19 -16 -12 20 21 -17 -22 24 -24 26 -26 -1 -5 -2
right_child=1 2 3 4 5 7 -8 -9 -10 10 18 -13 -14 -15 17 16 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010585457535736847 0.00015621735251950366 -0.00093243049881251846 -0.0010655310659137729 0.0012081599954503785 -0.0011965596633642386 -0.0010823249895938144 0.00074563075837252911 -0.00073492196094298223 -0.0010988546540925336 0.00090295541684301843 0.000313608287632724 0.0011984616236512921 -0.00088391122220592209 -0.00092520718770677964 0.0012207114634334166 -0.0011992309585523117 0.0010147064424101105 -0.00066993989170163585 -0.00077983071625834616 -0.00090479094070503854 -0.0011964951124925711 0.00030533948641490923 -0.0010009153467469612 0.00095540569675247602 -0.001199715367619216 0.00043104325511256761 0.00031564310873838391 0.00039718543110092486 -0.0011324916477024865 -0.00088319115873566195
leaf_weight=0.15867895373185126 0.063318390336462471 0.086565202315797118 0.064400989658226382 0.010645510628819466 0.042009287728890565 0.037094551928025132 0.034413708122883691 0.071361545839863427 0.036122185571002663 0.26702771459076757 0.52989113075999839 0.057957056285886099 0.095013346704945323 0.065374689271265995 0.020494610071182251 0.061450589434118408 0.12048833203152742 0.14130771814234355 0.058697542961454019 0.046027593754842999 0.028612359252294661 0.088009199069347233 0.038148917697984452 0.15750970814587317 0.045188754469566605 0.66121978494993117 0.059766921011032537 0.028688711727681948 0.075894031658210515 0.14873166504230617
leaf_count=533 103 295 199 1 209 19 22 42 5 263 200 103 24 23 1 50 82 133 28 37 33 39 33 32 37 282 23 57 243 759
internal_value=0 1.63423e-05 5.84598e-05 8.82463e-05 0.000114639 0.000145059 -0.000590285 0.000166036 0.000190619 0.000208678 0.000422524 0.000102526 6.43935e-05 0.000121758 0.000167226 0.000239207 0.000276731 -0.000430461 0.000204564 0.000201754 0.000246435 -0.000313267 0.000330894 0.000376331 0.000262931 0.00032586 -0.000336796 -0.000835652 -0.00084456 -0.000572823
internal_weight=0 3.17833 2.96628 2.87971 2.81531 2.72877 0.221781 2.68676 2.6154 2.57928 0.855616 1.72366 1.66571 1.57069 1.50532 1.34352 1.30642 0.161802 0.588589 1.18593 1.13991 0.14946 0.990446 0.961834 0.804324 0.766175 0.104956 0.187368 0.0865395 0.21205
internal_count=3910 3298 2436 2141 1942 1698 612 1489 1447 1442 491 951 848 824 801 667 648 134 228 566 529 89 440 407 375 342 60 590 244 862
is_linear=0
shrinkage=0.00119516


Tree=655
num_leaves=31
num_cat=0
split_feature=31 1338 1348 1456 1444 14 375 376 42 1456 1373 1213 1 151 52 47 403 1212 13 474 15 11 39 13 160 2 1 3 4 4
split_gain=0.0125238 0.0119696 0.0137082 0.016575 0.0147631 0.0136244 0.0130391 0.0134523 0.0346409 0.0143177 0.0129796 0.0133461 0.0154992 0.0177481 0.0156636 0.0182187 0.0199836 0.0230487 0.0182079 0.0177623 0.0224472 0.0191332 0.0167149 0.0181219 0.0240836 0.0187176 0.0209582 0.017923 0.0232627 0.0245112
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084895000000000012 -1.0000000180025095e-35 -0.10662999999999999 0.077685000000000018 0.087245000000000017 0.048375000000000008 -0.089024999999999979 1.0000000180025095e-35 0.11103 -1.0000000180025095e-35 0.13562500000000002 0.16609500000000002 0.11588000000000002 0.13206500000000002 0.088825000000000015 -0.50114499999999984 -0.084184999999999996 -1.0000000180025095e-35 -0.24219999999999997 0.088315000000000018 -1.0000000180025095e-35 -0.091849999999999987 0.091575000000000017 0.091525000000000009 0.076710000000000014 -0.5217799999999998 -0.23071499999999998 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 -5 14 -14 15 16 19 -18 -16 -13 -21 22 -22 24 25 26 -24 -25 -29 -30
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11 -12 12 13 -15 18 -17 17 -19 -20 20 21 -23 23 27 -26 -27 -28 28 29 -31
leaf_value=0.0034060338905402485 0.0037300816335367284 -0.0037432544680747666 0.0027273452190397225 -0.0022863841505808974 -0.0034593408804469883 -0.0026470235610017638 -0.0030583119013862948 -0.0013479190195780813 0.0035511034809397458 -0.0028038778671336437 -0.0037443485730047359 -0.0034300322687434905 0.0029860569425866528 -0.0036916681236402486 -0.0034104582002959841 -0.0031471301333788602 0.003764411215779227 -0.0033883639016344161 -0.00022660324646007378 0.0031395749596478794 -0.0028053830441811768 -0.0023867143817251565 -0.0031647407020712892 0.0037513130913225867 -0.0012672110007529702 0.0031181843029642661 0.0023594853891178184 -0.0022121866230320223 0.0021430860816774905 -1.7566823464863037e-05
leaf_weight=0.014335585619164593 0.0045408856435642511 0.012496154232394585 0.024011317174881586 0.033074829135330108 0.032616651612954572 0.027614679047928692 0.019104528145362454 0.034569988514704164 0.048263851168485306 0.025785106933426394 0.012706110437193163 0.016709286842114701 0.044091748474329395 0.0063549636488460228 0.037672389812655638 0.02240558037806295 0.0075699305161833754 0.037094774539355058 0.074912259311872731 0.041495152083369846 0.021504534150153187 0.034811680683560553 0.016269684301276954 0.019444290599493486 0.033236078726986307 0.10141332420971594 0.023323642792092869 0.054731559088621595 0.088190207200794846 0.43314648074073814
leaf_count=113 3 23 68 516 361 103 39 20 109 313 18 100 152 6 81 23 1 111 245 81 31 51 31 12 22 88 24 53 168 944
internal_value=0 -0.000103601 -7.05634e-05 -0.00012023 -0.00258075 -5.073e-05 4.93957e-06 5.10643e-05 0.00150654 -5.05953e-05 1.05978e-05 5.21775e-05 0.000121586 0.00214484 2.56529e-05 0.000181583 0.00026187 -0.00217609 -0.00129197 0.000385011 0.000458488 0.000323812 0.000443063 0.000533814 0.00159347 0.00226775 8.94712e-05 0.000223766 0.000104699 0.000347933
internal_weight=0 1.38916 1.37667 1.35265 0.0371575 1.3155 1.28788 1.26878 0.0828338 1.18594 1.16016 1.14745 1.11438 0.0504467 1.06393 0.951346 0.928941 0.0446647 0.112585 0.884276 0.867567 0.826071 0.79126 0.769755 0.174243 0.141007 0.0395933 0.595513 0.576068 0.521337
internal_count=3910 3797 3774 3706 364 3342 3239 3200 129 3071 2758 2740 2224 158 2066 1740 1717 112 326 1605 1505 1424 1373 1342 165 143 55 1177 1165 1112
is_linear=0
shrinkage=0.0037357


Tree=656
num_leaves=31
num_cat=0
split_feature=393 156 158 31 1365 15 401 130 133 42 4 52 0 49 403 151 1 483 160 33 130 1373 52 12 16 4 52 3 49 0
split_gain=0.0117158 0.0114756 0.011637 0.0122326 0.0118783 0.0122535 0.0117569 0.0118785 0.0117232 0.0144971 0.0148854 0.0227021 0.0183335 0.0167721 0.0229562 0.0219272 0.0168749 0.0155624 0.0166367 0.0169892 0.0163704 0.016165 0.0145849 0.0158813 0.013784 0.0261593 0.0232788 0.0213567 0.0337971 0.0186165
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11136500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.46970499999999993 0.10072000000000002 -0.23515499999999998 -0.26719999999999994 0.10728500000000001 -0.49837999999999999 0.10433000000000002 0.047345000000000005 -0.085974999999999982 -1.0000000180025095e-35 0.087190000000000017 0.11257500000000001 0.088030000000000011 -0.40446999999999994 -1.0000000180025095e-35 0.0016050000000000003 -1.0000000180025095e-35 -0.42985499999999993 0.093870000000000023 -0.19424999999999998 0.15927500000000003 0.0033900000000000002 -0.078884999999999997 -0.081419999999999979 -0.056754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 10 11 -10 13 15 -15 16 -12 18 -16 -20 21 -21 -23 24 25 -24 27 28 -26 -30
right_child=1 2 -4 4 -6 6 -8 8 9 -11 12 -13 -14 14 17 -17 -18 -19 19 20 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0032541813384242071 -0.0032539337193970724 0.0032631227389307831 -0.0027045967813821591 0.0032118780894247858 -0.0021205925920671788 -0.0031645575476306072 -0.0029543540486023771 -0.0020438178938989582 -0.0031471374517613115 0.0023153971750106243 -0.0026660444896189212 0.00084012046508663183 0.0013947213120791403 -0.0018866263057604178 -0.0026860112115544704 0.0010322185839611738 0.00034173587296361862 -0.0016758473550612075 -0.0031620333878036931 -0.0017604507910407657 -0.0022802105626932852 -0.003255347713206444 -0.003155875155257355 0.0019694847354944046 0.0027481792730296608 0.00044598270137348722 0.0018961535842439302 0.00081130905186334854 -0.003182676369378119 0.002365889412981857
leaf_weight=0.0120000670499395 0.011551206528792934 0.012305253299927821 0.016596074281721829 0.012838348980494074 0.027216730841814862 0.012027795788071116 0.013914204315369605 0.026814482638996107 0.036078748421231377 0.031280371781121974 0.072225284435715853 0.025976971858426623 0.11390944999129704 0.05301915218086517 0.017770245766654202 0.039032831180065841 0.027142064478539396 0.039224780260383341 0.013180891026421837 0.028370992251438243 0.020815388252117373 0.0095094609303019162 0.027843295199316831 0.10406941238454692 0.017414478003046074 0.091113368211154011 0.14993323429246175 0.23423811090470981 0.048105010285097283 0.0073762116880984321
leaf_count=76 197 110 152 89 73 26 189 211 103 236 101 14 113 622 168 50 31 181 29 30 91 103 24 131 5 127 150 210 257 11
internal_value=0 -2.64395e-05 1.60552e-06 3.5818e-05 5.28008e-06 5.07232e-05 1.85235e-05 5.17094e-05 8.30471e-05 0.000130272 7.21677e-05 -0.00147804 0.0001585 1.77366e-05 0.000186469 -0.00103316 -0.00184447 0.000322339 0.000424163 0.000497662 0.000562955 0.000645384 0.000744362 0.000800289 0.000589052 -0.000397077 0.000845702 0.000332905 -0.00120437 -0.002445
internal_weight=0 1.34089 1.32934 1.31275 1.30044 1.27322 1.26039 1.24647 1.23444 1.20763 1.17635 0.0620557 1.11429 1.00038 0.861984 0.1384 0.0993673 0.808965 0.76974 0.75197 0.738789 0.717974 0.689603 0.680093 0.576024 0.118957 0.457067 0.307134 0.0728957 0.0554812
internal_count=3910 3834 3637 3485 3375 3302 3213 3024 2998 2787 2551 117 2434 2321 2139 182 132 1517 1336 1168 1139 1048 1018 915 784 151 633 483 273 268
is_linear=0
shrinkage=0.00325215


Tree=657
num_leaves=31
num_cat=0
split_feature=1425 4 482 133 52 3 42 156 123 1365 1374 39 158 480 4 47 41 43 15 13 16 43 133 13 1374 1452 49 2 1 160
split_gain=0.011324 0.0141236 0.0134193 0.0119188 0.0131508 0.0128254 0.0124479 0.0210103 0.0194837 0.0194482 0.0157782 0.0156112 0.0146867 0.014516 0.0155335 0.0254398 0.0158685 0.0207406 0.0153011 0.0258269 0.0193705 0.018205 0.017568 0.0149555 0.0181457 0.0163848 0.0161286 0.0170815 0.0216998 0.0180116
threshold=1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 -0.26719999999999994 -0.51745999999999992 -0.5217799999999998 -1.0000000180025095e-35 0.013700000000000002 0.086020000000000013 1.0000000180025095e-35 0.086000000000000007 0.16168500000000002 0.11015500000000002 1.0000000180025095e-35 0.25367000000000006 0.10976000000000001 0.078535000000000008 -0.083899999999999988 0.083185000000000023 -0.26418499999999995 -0.19424999999999998 -0.081354999999999983 -0.17468499999999998 -0.5337599999999999 -0.094679999999999986 1.0000000180025095e-35 -0.091004999999999989 -0.0050599999999999994 0.095575000000000007 -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 3 5 -5 -1 7 11 9 10 12 -6 13 14 16 -16 17 -8 20 -20 -19 -22 -21 -23 -25 26 -26 28 -28 -29
right_child=-2 -3 -4 4 6 -7 8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 19 22 21 23 -24 24 25 -27 27 29 -30 -31
leaf_value=0.0040589522188047445 -0.0040698732763891242 0.0026271445958711685 -0.0037994555138358929 -0.0040455788505246284 -0.0015969590309474861 -0.0040481634854043075 0.0016614316129027697 0.0027893700384537729 0.0039044594241581412 -0.0035938009163268376 -0.002674736286843905 0.0030568065772321822 -0.0040470812493759827 -0.0029127849356018315 0.0031058437110823805 -0.0010465135334475678 -0.0034080891740816835 -0.0017798960651788215 0.0040267493310698474 0.0028991848490584333 -0.0029102715890190929 -0.0024235621863115528 -0.002545078044508584 -0.00099052153309943294 -0.002730770438774266 -0.0022847432778649746 -0.0040498687254705151 -0.00012435113967386379 0.0026270957060434679 0.0027192406316791681
leaf_weight=0.003758959472179412 0.011449807848180282 0.031884335179938605 0.015813557455373828 0.012963460567902652 0.17640882789282786 0.021104889673665306 0.15734815356870457 0.023225295568636284 0.023152903481332032 0.022157648875236191 0.029457736819608726 0.012629988836124539 0.012357250938862308 0.021236067293273209 0.080292419690294992 0.03448721082713746 0.018774485307176292 0.061918210189559786 0.01320338307050406 0.010819130338404648 0.022310932323818533 0.021650341805070084 0.092979040980083028 0.060692430190101065 0.01309736296661812 0.018326289099718451 0.016998970277199432 0.044261768744490282 0.014965259294285715 0.20562636730313066
leaf_count=1 94 212 148 177 777 227 280 59 111 66 77 3 130 204 137 27 70 39 7 10 88 6 484 34 19 30 33 129 14 217
internal_value=0 -3.07508e-05 -9.79014e-05 -5.0931e-05 5.49245e-06 -0.00282252 4.89523e-05 -0.000840115 0.000238406 0.000151167 0.00023844 -0.00128603 0.000331582 0.000391108 0.000470141 0.00185821 0.000264025 0.000355436 1.11349e-05 -0.00130003 0.000330837 0.000643552 -0.00197761 0.00084397 0.00103314 0.00142519 0.0016557 0.00185954 -0.000923796 0.00221557
internal_weight=0 1.2939 1.26202 1.2462 1.22134 0.0248638 1.20838 0.212264 0.996113 0.97296 0.950803 0.189039 0.921345 0.908988 0.887752 0.11478 0.772972 0.754198 0.596849 0.117002 0.479848 0.41793 0.103798 0.395619 0.373968 0.313276 0.29495 0.281852 0.0319642 0.249888
internal_count=3910 3816 3604 3456 3228 228 3051 839 2212 2101 2035 780 1958 1828 1624 164 1460 1390 1110 501 609 570 494 482 476 442 412 393 47 346
is_linear=0
shrinkage=0.00404364


Tree=658
num_leaves=31
num_cat=0
split_feature=151 4 11 150 1211 39 484 150 47 14 150 1 0 151 133 2 156 48 159 123 160 1374 48 0 128 131 52 0 393 52
split_gain=0.0108379 0.0123686 0.0228322 0.0156024 0.0122772 0.011949 0.0115271 0.0201003 0.0114138 0.022821 0.0112383 0.0139724 0.0250857 0.0204361 0.0193925 0.0201657 0.0151618 0.0191203 0.0193491 0.0137399 0.0136915 0.0138107 0.0142051 0.0157067 0.0178356 0.0137781 0.0150624 0.0161472 0.0135373 0.0141425
threshold=-0.52174999999999983 0.27020000000000005 0.08184000000000001 0.081245000000000026 1.0000000180025095e-35 0.08078500000000001 -0.0043499999999999988 0.094545000000000018 0.096475000000000019 -0.46637499999999993 0.15024000000000001 1.0000000180025095e-35 -0.084074999999999997 -0.085184999999999983 0.086895000000000014 1.0000000180025095e-35 0.090560000000000015 0.093225000000000016 0.073745000000000019 0.090655000000000013 -0.23073999999999997 -0.094679999999999986 -0.09386499999999999 -0.10575999999999998 0.086435000000000012 0.097135000000000013 0.078330000000000025 -0.017269999999999997 0.085660000000000014 0.11401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -2 9 -3 11 12 14 -13 15 -8 17 18 19 20 -15 -22 -23 -24 25 26 27 -25 29 -14
right_child=1 3 -4 -5 -6 -7 10 -9 -10 -11 -12 13 28 16 -16 -17 -18 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033995827081763331 -0.0033754321888682559 -0.0019452726431952883 -0.0034701463883255001 0.0040475033123520141 -0.0040474230112912757 0.0034575570760619636 0.0040658786580610156 0.0025565265327778383 -0.0020210541496229078 0.0024920507356250739 -0.0029666289349668047 0.0027471283250175538 0.00060320377072504007 -0.0030726728474931011 -6.2627540858729407e-05 -0.0040502339406471959 -0.0024737226631281208 0.0022940854370405643 0.0029290768375958491 -0.0039149121804931426 -0.0026940984057342555 -0.0040568518537076577 0.0017583841176071863 -0.0017834976348187687 -0.0040539043139432435 0.0030251177284777628 0.0027307893797804223 0.0035230529884369569 -0.0040543950808316952 -0.0028195185283922974
leaf_weight=0.015710426862369897 0.037821792972607127 0.030449205704826454 0.03328706494914957 0.023944788759536095 0.012529746419318033 0.019112310644914032 0.0054403264075513205 0.012403016176904202 0.032529872529266868 0.050186972618575854 0.019469047572783893 0.062216365132599094 0.27682315878567543 0.022472984983096467 0.048833225693783788 0.062651893004016301 0.030522526531058247 0.077831209508985921 0.035524419294802101 0.015596980429108953 0.024733006110182032 0.010927661385721876 0.11634849680240222 0.073597086018708069 0.017561476466198656 0.024414910622226671 0.020850236792739452 0.010744848837475729 0.011813575401902199 0.021254692968966538
leaf_count=65 545 38 157 100 219 143 1 21 26 148 12 107 575 80 175 469 125 108 97 10 15 6 82 220 96 28 25 22 35 160
internal_value=0 -1.98592e-05 -0.000172938 0.00104396 -6.86464e-05 0.000500261 -2.0704e-05 -0.00191054 8.11562e-07 0.000816463 7.52072e-05 0.00013625 -0.000411271 0.00056635 -0.00200721 -0.00340179 0.000284345 0.000471168 9.05609e-05 -0.000208438 -2.87093e-05 0.000199941 0.000460752 0.00064809 -0.000229686 0.000288488 -0.000346679 -0.00110746 0.000190892 0.000359144
internal_weight=0 1.24189 1.08567 0.156223 1.05238 0.132278 1.03985 0.0502248 0.113166 0.0806362 0.989628 0.970159 0.426817 0.543342 0.116925 0.0680922 0.481126 0.450603 0.372772 0.337248 0.321651 0.299178 0.274445 0.263517 0.147169 0.129607 0.105192 0.0843419 0.309891 0.298078
internal_count=3910 3845 3390 455 3233 355 3014 566 212 186 2448 2436 1415 1021 645 470 914 789 681 584 574 494 479 473 391 295 267 242 770 735
is_linear=0
shrinkage=0.00404364


Tree=659
num_leaves=31
num_cat=0
split_feature=1 12 51 40 3 4 47 50 151 484 1374 0 0 4 43 42 12 52 52 133 4 42 16 48 457 1 2 2 403 1429
split_gain=0.0414882 0.0416446 0.0530473 0.0513569 0.0453478 0.0447823 0.0667957 0.0589 0.0569321 0.0407886 0.0414151 0.0389411 0.0375294 0.0543215 0.0619001 0.0611636 0.0448648 0.0385968 0.0353632 0.0392182 0.0283918 0.028285 0.0277453 0.0268044 0.0257394 0.0389213 0.0362106 0.0284709 0.0443519 0.0360572
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.40274499999999996 0.34489500000000001 0.16699000000000003 -0.034289999999999994 0.13206500000000002 0.11515000000000002 -0.40391999999999995 -0.065229999999999996 -0.094679999999999986 -0.23029999999999998 -0.071924999999999989 -0.49837999999999999 -0.52334499999999984 0.09901500000000002 -0.099039999999999975 0.086950000000000013 0.071660000000000015 -0.090054999999999982 -0.17479499999999998 -0.10770999999999999 -0.50763499999999995 0.11028500000000001 0.084715000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.087995000000000004 0.03138500000000001 0.084920000000000009
decision_type=2 2 2 2 2 2 2 2 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 -3 7 8 -7 -1 -11 -12 17 14 -14 16 -15 18 22 -20 -19 -10 -13 -23 25 26 -24 28 29 -27
right_child=1 4 3 -5 -6 6 -8 -9 21 10 11 12 13 15 -16 -17 -18 20 19 -21 -22 23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0013773425839540116 -0.0013791654749067547 -0.00075691235963745067 0.0009621130742793843 -0.0013785119567778213 0.0009992896682150395 -0.0013774497272549351 -0.0013793386456453325 -0.0013762299544764506 -0.00078939022592967119 -0.0013865031121974246 0.00068731081640015777 0.00043395670957857682 0.0008453918240690951 -0.0013862846217137872 -0.0011330783355373952 -0.0013838818612154173 0.00061599463441693448 0.0013845754354016979 -0.001377691924124493 0.00076339151660992626 -0.0012306357710379185 0.00060802937841794233 0.0013875621151206846 -0.00010659050179359029 9.8651540776220232e-05 -0.001311265141104659 -0.0012382183177041854 0.00038612956100421886 0.00050102704953058289 0.0012527973466900121
leaf_weight=0.052499436240850517 0.023191344458609819 0.15215528409635226 0.23840316814403195 0.019082217360846698 0.080231942247337429 0.036913222807925195 0.056249900164402789 0.043218386857915903 0.036793380917515606 0.049324597723170771 0.10782080046556064 0.072903894808404979 0.040688273787964135 0.022347588557749987 0.11142625759657676 0.035229947097832337 0.37528301801830877 0.0083886338397860527 0.019020723290168462 0.10587605200862527 0.11625611448721429 0.45291077424735682 0.010482253506779671 0.12657188144657994 0.11923322003349313 0.10460774286866581 0.17776340124714807 0.083950992916470568 0.048881295704177319 0.011470285484392662
leaf_count=407 10 276 384 8 80 17 36 56 12 46 40 49 8 3 71 123 232 1 57 146 634 286 1 30 63 265 463 44 57 5
internal_value=0 0.00014302 0.000609531 0.00078865 1.00928e-05 -7.76216e-05 5.9702e-05 0.000175935 0.000278635 -0.000186382 -0.000147809 -0.000108934 -0.000167583 0.000101852 -0.000603868 0.000349854 0.000503463 -0.000346927 -0.000229965 0.000437323 -0.00105463 0.00037783 -0.000362402 0.000451941 -0.000466749 -0.000620961 -0.001092 -0.000264721 -0.000595951 -0.0010579
internal_weight=0 1.26572 0.280677 0.257485 0.985045 0.904813 0.752658 0.696408 0.653189 1.67345 1.62096 1.57163 1.46381 0.584975 0.152115 0.432861 0.397631 0.878835 0.75419 0.124897 0.124645 0.616276 0.629293 0.579483 0.556389 0.437156 0.188246 0.24891 0.164959 0.116078
internal_count=3910 1195 402 392 793 713 437 401 345 2715 2308 2262 2222 437 79 358 235 1785 1150 203 635 328 947 316 898 835 464 371 327 270
is_linear=0
shrinkage=0.00137286


Tree=660
num_leaves=31
num_cat=0
split_feature=393 453 1348 1456 1444 51 131 2 124 42 123 133 130 42 15 16 4 4 43 15 13 2 15 3 3 403 10 15 4 0
split_gain=0.0102466 0.010293 0.0126424 0.0144781 0.0129194 0.0123657 0.0168345 0.0136582 0.0128956 0.0118045 0.0134324 0.0197791 0.0148906 0.0136327 0.0163177 0.0204304 0.0147278 0.0142936 0.0129015 0.0168196 0.0133258 0.0156305 0.013225 0.0153643 0.0166736 0.0151792 0.0128748 0.0145411 0.0165692 0.0178548
threshold=-1.0000000180025095e-35 0.096095000000000014 0.090050000000000005 -1.0000000180025095e-35 -0.10662999999999999 -0.40274499999999996 0.10350000000000001 0.16971500000000003 0.51367000000000018 -0.26552999999999999 1.0000000180025095e-35 -0.088724999999999984 0.079100000000000018 0.091955000000000023 0.098650000000000015 0.41476000000000007 0.40359500000000004 0.15045000000000003 0.0016850000000000001 0.091435000000000002 -0.49820499999999995 0.084685000000000024 0.17176000000000005 -0.100615 -0.08824499999999999 -1.0000000180025095e-35 -0.082174999999999984 -0.015439999999999997 -0.44477499999999992 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 12 -12 13 18 15 16 -15 -16 22 20 -20 -22 23 26 -25 -26 -11 -28 -29 -30
right_child=1 -3 -4 5 -6 7 -8 -9 -10 10 11 -13 -14 14 17 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.0036644695226912948 0.0036557199447719473 -0.0025994776630755868 0.0034699693113790574 -0.0036681391447668391 -0.0033644506283078027 -0.0036732176125093743 0.0015867952127235055 0.0036678924467346509 0.0034873548235534045 -0.0025483691060696552 -0.0032640007078968514 0.0021276081919386083 -0.0030246871973086458 -0.0036284357227939403 -0.0022290572296457239 0.0019168573106324333 0.0003872596158422647 0.0031979120057501918 -0.0012644308700284475 -0.0014848138874536912 -0.0011038483315298599 0.0028518132841949483 -0.0024570940539789862 -0.0033649048907976814 -0.0036653180494344156 3.863071448322626e-05 0.0030119373796037223 -0.0036714774145244241 -0.001539948356219731 0.0027959045040027155
leaf_weight=0.010456306268565752 0.004031193885339234 0.020457497814277192 0.014083979692259052 0.025939973670460303 0.027531294783272986 0.01146123212129091 0.011941805121750804 0.014336115534206217 0.014614867592172121 0.011198697973668459 0.010406951257209585 0.074188249954204366 0.022157343204582958 0.056671204586791646 0.010154839992082998 0.015152233680908012 0.015629279382665118 0.018136159754021719 0.016933169858475594 0.026376966072348296 0.015841105393974431 0.086922758455841631 0.028949528767043375 0.021414495836608261 0.015282655929808375 0.51352589057598041 0.051938856325818961 0.011041757761631743 0.019856726679904568 0.035541674506020193
leaf_count=76 3 36 46 97 364 14 13 88 11 9 22 264 365 373 128 21 35 12 18 39 70 124 36 160 268 950 90 85 68 25
internal_value=0 -2.34526e-05 2.04171e-05 -2.05064e-05 -0.00246783 4.63356e-05 -0.00201158 0.000116082 6.99341e-05 2.40615e-05 6.33956e-05 0.00146433 -5.59851e-05 1.17881e-05 -0.00116783 -0.00194997 -0.00276036 0.00124994 0.000171508 0.0011626 0.001746 0.00224205 -3.27562e-05 7.0485e-05 -0.000196712 -6.8414e-05 0.00120508 0.00156016 0.000425243 0.00124178
internal_weight=0 1.22172 1.20126 1.18718 0.0315625 1.15561 0.0378818 1.11773 1.1034 1.08878 1.07732 0.0845952 0.992725 0.970568 0.115744 0.0874527 0.0723005 0.028291 0.854824 0.146074 0.119697 0.102764 0.70875 0.679801 0.550223 0.528809 0.129578 0.118379 0.0664402 0.0553984
internal_count=3910 3834 3798 3752 367 3385 110 3275 3187 3176 3162 286 2876 2511 569 429 408 140 1942 251 212 194 1691 1655 1378 1218 277 268 178 93
is_linear=0
shrinkage=0.00366245


Tree=661
num_leaves=31
num_cat=0
split_feature=1425 4 480 31 1374 457 457 4 11 133 151 150 1456 15 15 49 48 51 403 1212 403 52 43 52 13 13 403 475 157 159
split_gain=0.0100014 0.0114112 0.0118024 0.0108942 0.0106628 0.0107496 0.0202753 0.0111832 0.0179911 0.0170058 0.0189266 0.0139096 0.0146448 0.0151956 0.0212297 0.0194082 0.0140635 0.0139179 0.0152207 0.018307 0.0137676 0.0125304 0.023787 0.0209146 0.0122392 0.0202181 0.0129865 0.0147963 0.0119335 0.0123287
threshold=1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -1.0000000180025095e-35 0.098580000000000015 -0.15747999999999998 -0.066264999999999991 0.25367000000000006 0.08184000000000001 -0.081204999999999986 -0.27336999999999995 -0.20684999999999998 -1.0000000180025095e-35 -0.095799999999999982 -0.091024999999999981 -0.072894999999999988 0.093225000000000016 0.08955500000000001 0.090530000000000013 -0.5172699999999999 0.085745000000000016 -0.080899999999999986 -0.064539999999999986 0.15091000000000002 -0.5337599999999999 -0.45122499999999993 -1.0000000180025095e-35 -0.086004999999999984 -0.083874999999999991 0.10856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -9 -11 -8 -13 15 -15 -14 17 18 20 -20 24 22 -18 -23 -16 -26 27 -27 -28 -30
right_child=-2 -3 -4 4 -6 6 7 9 -10 10 -12 12 13 14 16 -17 21 -19 19 -21 -22 23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0032624170923027025 -0.0032706360270294199 0.0021873936316167287 -0.0024542794640005487 0.0019952821806430649 -0.0029112256689275266 -0.0023226456873421202 0.0026077320116028434 -0.0022360071400055956 -0.0026924510147083931 -0.003256000301807168 0.0015907821924946261 -0.0028501361217774493 0.0015537164363254811 0.0020806176412836181 -0.0027339990691627319 -0.0020506408241045362 0.002367854862722109 -0.0024743950037435149 0.0024238711854048405 -0.0032227692961311889 0.0024558048350239092 0.0031712983590792302 -0.0020255880401584257 -0.0011256766463256334 0.0031202177299515001 0.0031666832383605015 -0.0032573073543622523 -0.00320998074651992 0.00021560593135075385 -0.0028917653591513863
leaf_weight=0.010598808265967485 0.010084660858126537 0.024300570432842394 0.021451372423371029 0.027433212133927909 0.013611086062383149 0.040537703028007299 0.020605487165084146 0.016703375846191193 0.027750493087523864 0.0091666211974370526 0.12104387067802236 0.019947248943025686 0.020178180212496954 0.054448175160017986 0.017853502021807022 0.072828895073740019 0.022815190011897357 0.028020910217037454 0.0075755747919856722 0.030609215138099444 0.023535514184004569 0.044613875518848545 0.030401462854570127 0.016378335540821354 0.021096593608489589 0.0045520058774854979 0.011481682300199303 0.024907084064010654 0.38244013304586832 0.01399859776950052
leaf_count=73 94 182 235 42 36 187 14 37 120 14 237 311 26 96 11 250 30 140 31 181 17 46 32 35 11 5 81 647 617 72
internal_value=0 -1.81388e-05 -6.44784e-05 -1.93167e-05 -5.02473e-05 -1.51944e-05 -6.60983e-05 2.16097e-05 -0.000114751 0.000853283 0.00124958 -3.23675e-05 -9.65432e-05 -3.01854e-05 0.00012659 -0.00126866 -2.98063e-05 -0.000239839 -0.000123467 -0.00210252 2.77134e-05 0.00101121 -0.000142019 0.00201742 -9.22589e-05 1.0613e-05 -0.000139376 -0.00222466 1.12187e-05 0.000105882
internal_weight=0 1.18088 1.15658 1.13513 1.12453 1.11092 1.08349 1.04295 0.896038 0.146914 0.13021 0.868288 0.847682 0.827735 0.734728 0.0930071 0.68028 0.566071 0.53805 0.0381848 0.499865 0.114209 0.0532167 0.0609922 0.47633 0.458476 0.43738 0.0294591 0.40792 0.396439
internal_count=3910 3816 3634 3399 3326 3290 3248 3061 2773 288 251 2653 2639 2328 2052 276 1956 1813 1673 212 1461 143 62 81 1444 1433 1422 652 770 689
is_linear=0
shrinkage=0.00325215


Tree=662
num_leaves=31
num_cat=0
split_feature=3 38 124 1365 402 138 1374 133 52 403 401 158 482 13 43 39 160 130 4 453 1 42 48 50 160 1374 483 12 49 3
split_gain=0.0533339 0.0546991 0.0425238 0.0431595 0.0406949 0.0341041 0.0375742 0.0347913 0.0433695 0.0381987 0.0334599 0.0326097 0.033433 0.0311685 0.0621828 0.0488717 0.0438893 0.0367754 0.0336685 0.0339991 0.0342412 0.0460257 0.0440565 0.0450176 0.0425073 0.0449089 0.0446407 0.0473314 0.0371136 0.0439893
threshold=0.30601500000000009 0.13790500000000003 -0.048219999999999992 1.0000000180025095e-35 0.086105000000000015 1.0000000180025095e-35 0.086000000000000007 -0.26719999999999994 -0.42985499999999993 -0.092224999999999988 0.10072000000000002 0.11015500000000002 0.09939000000000002 0.17936000000000002 -0.18906999999999999 0.16168500000000002 -0.40446999999999994 1.0000000180025095e-35 -0.51381999999999983 0.10097500000000002 0.099595000000000017 0.092145000000000019 0.11930500000000001 0.11581000000000001 0.099550000000000013 -0.094679999999999986 0.083960000000000021 -0.041094999999999993 -0.085974999999999982 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=2 -2 4 5 -1 6 7 -4 -9 -10 11 12 13 14 -11 -15 -16 18 -18 20 21 24 23 -22 25 -20 27 -27 -29 -30
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 -12 -13 -14 15 16 -17 17 -19 19 -21 22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00064224442355308598 0.001094623819757271 -0.0012997519441623672 -0.00099536662908728132 -0.0012978420455831753 -0.0012966329505509891 0.0012965316661065092 -0.0010718713157110912 -0.0010862901931186417 -0.001037553505329403 0.0011368988713669848 -0.0012953134609583305 -0.0012174849194679881 -0.001298468467753275 -0.00065570569538610398 -0.0012951972313608193 0.0010448228675407592 -0.0013023607688565861 -0.0010243204964801294 -0.0012369761499778664 -0.0012292064033961095 0.00075075243195007709 -0.001141530648237931 -0.0002111523237117627 -0.00076778371203928514 -0.00083068821739536018 -0.0012594531323522448 -0.0012980453013461237 -0.00035475344805377482 0.00023432018564896061 0.00093401778342029726
leaf_weight=0.19554360961683492 0.11242119139023987 0.018611410167068243 0.070709258627405513 0.052372560163348569 0.019967221516708378 0.028469357224821468 0.068576812610444793 0.068874352771219782 0.063081269731359302 0.091398001430210818 0.03375224473415972 0.036075556388823204 0.031600074198195105 0.19556193003063516 0.040085627089188391 0.033066508545744 0.028007878376232642 0.049660911960927367 0.037424353944520927 0.03036672174494004 0.38587409200954415 0.054187432316893935 0.14192182628903538 0.035695058468263596 0.079352170130732702 0.033102989969850838 0.031857048268648214 0.11956582437779129 0.56720731581592043 0.20462596612560446
leaf_count=258 158 6 232 67 32 24 77 326 446 36 158 151 85 104 222 30 22 138 39 13 218 153 37 26 65 15 105 47 556 64
internal_value=0 0.000754535 -8.97195e-05 -0.000135283 0.000462606 -0.0001115 -0.000127334 -0.000101036 -7.46025e-05 -4.46132e-05 -1.69029e-05 2.47571e-06 2.25668e-05 4.19024e-05 9.5397e-05 -0.000409758 4.36327e-05 7.34673e-05 0.000104634 0.00012753 0.000151896 2.17381e-05 0.000412292 0.000622175 8.04768e-05 0.000153232 0.000207634 0.000259517 0.000315926 0.000419822
internal_weight=0 0.131033 2.82798 2.61247 0.215511 2.5601 2.53163 2.46305 2.39235 2.32347 2.26039 2.22664 2.19056 2.15896 1.93033 0.228628 1.83894 1.79885 1.74919 1.72118 1.69081 1.12732 0.563491 0.421569 1.07314 0.993783 0.956359 0.924502 0.891399 0.771833
internal_count=3910 164 3746 3456 290 3389 3365 3288 3056 2730 2284 2126 1975 1890 1756 134 1720 1498 1360 1338 1325 1044 281 244 891 826 787 682 667 620
is_linear=0
shrinkage=0.00129368


Tree=663
num_leaves=31
num_cat=0
split_feature=3 38 124 3 1213 38 39 42 1365 133 1212 133 123 0 157 0 50 48 4 151 13 12 42 11 16 48 0 0 15 52
split_gain=0.03237 0.0406935 0.0293656 0.0334834 0.0380695 0.0319573 0.0317728 0.0506061 0.02872 0.0295312 0.035074 0.0308323 0.0315508 0.0367775 0.0364639 0.0403691 0.0334639 0.0411437 0.0315619 0.0341368 0.0393627 0.0397242 0.030022 0.0282033 0.0349116 0.0395934 0.0280136 0.0450014 0.0273508 0.0261163
threshold=0.30601500000000009 0.13790500000000003 -0.080429999999999988 -0.12008499999999998 -1.0000000180025095e-35 0.085905000000000023 0.16168500000000002 -0.10770999999999999 1.0000000180025095e-35 -0.090054999999999982 -0.22529999999999997 -0.085714999999999986 0.08901000000000002 -0.10071499999999999 -1.0000000180025095e-35 -0.089879999999999974 0.083215000000000011 0.084500000000000006 -0.51381999999999983 -0.083559999999999982 -0.083514999999999992 -1.0000000180025095e-35 0.085330000000000003 0.08184000000000001 -0.40374499999999997 0.11379500000000002 -0.053834999999999994 -0.074249999999999997 -1.0000000180025095e-35 0.41234500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -5 -1 7 -6 9 10 -9 -11 13 16 -15 -16 17 -13 -17 -20 21 -21 -23 28 25 -25 27 -22 -4 -24
right_child=1 -3 3 4 6 -7 -8 8 -10 11 -12 12 -14 14 15 18 -18 -19 19 20 26 22 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0007389336202126718 0.0011187788509266689 -0.0013503613789036903 0.0010789762818699839 -0.0013471600415379736 -0.0012809602437407097 -0.001342923479701447 0.0011497952483900226 0.0013628440731317235 -0.0013492429988379636 0.00098656322119089197 -0.0010561553489780242 0.00047325293983402009 0.0013191800405091172 -0.0012659701312902911 -0.0013066239220115234 -0.0013567775059477054 -0.00091920687861815652 -0.00020349785210395626 -0.0012425162341639993 -0.0013446869258971197 -0.00060196025861792624 0.0010015019007896329 -0.0013335421897504767 0.0012950108873317448 -0.0009716014495916701 -0.00075233850444628712 -0.0010416022133627803 0.00052235375940325472 0.00019908190528998383 0.0012698875239116141
leaf_weight=0.12969532715851606 0.079425968708164763 0.014263077406212687 0.089048437711880979 0.049514209465088554 0.071908593816943589 0.014890995616042346 0.033397736628103192 0.012247818522155285 0.034136712263716507 0.049965138859989877 0.095719207696676079 0.37759791300868528 0.028277699562749947 0.068587613976889061 0.05782820953868395 0.035569198278608383 0.054108466385514475 0.28600970534171211 0.040221047625892292 0.01844014289235929 0.12998671516197646 0.13966662658367568 0.020745824155483206 0.038586745056818472 0.067722584973580524 0.030746431177249178 0.063577445202092187 0.12799526748221979 0.22748992468859874 0.010519861996726831
leaf_count=217 158 6 84 556 140 28 32 1 64 36 297 199 74 414 156 15 44 87 59 5 463 54 72 34 151 15 93 219 132 5
internal_value=0 0.000742881 -6.35271e-05 -0.000101155 -0.000183265 0.000524522 -0.000150456 -0.000175658 -0.000127522 -0.000101731 -0.000781743 -5.30806e-05 -8.86812e-05 -0.000116505 -0.000332981 -0.0002337 9.85906e-05 0.000181579 -0.000127951 -4.8647e-05 4.53355e-05 0.000532146 0.000734618 0.000225773 -0.00028427 0.000387095 -0.000241356 -4.41427e-05 0.000446613 -0.000457575
internal_weight=0 0.093689 2.4042 2.25962 1.80602 0.144586 1.75651 1.72311 1.6512 1.61706 0.107967 1.5091 1.45913 1.43085 0.713138 0.64455 0.717716 0.663608 0.586722 0.551153 0.510932 0.189372 0.170932 0.453594 0.137056 0.0693332 0.321559 0.257982 0.316538 0.0312657
internal_count=3910 164 3746 3501 3085 245 2529 2497 2357 2293 298 1995 1959 1885 1555 1141 330 286 985 970 911 136 131 416 200 49 775 682 216 77
is_linear=0
shrinkage=0.00134594


Tree=664
num_leaves=31
num_cat=0
split_feature=1 0 133 1429 4 52 42 51 2 42 4 0 0 15 132 131 41 39 3 0 47 52 50 52 52 43 44 51 122 13
split_gain=0.0426309 0.0611967 0.0400977 0.0441056 0.0385708 0.0407896 0.0384993 0.0379891 0.0365321 0.03359 0.0411875 0.0440028 0.06445 0.0579617 0.0319936 0.0420292 0.0377815 0.0298011 0.0389231 0.0384737 0.0434792 0.0486568 0.0349575 0.0357383 0.0335408 0.0281743 0.0266391 0.030348 0.0262736 0.0260659
threshold=1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.086185000000000012 0.0021050000000000005 0.048695000000000009 -0.089744999999999978 -0.031524999999999991 0.14808000000000002 0.091955000000000023 -0.52333999999999992 -0.060094999999999989 -0.082994999999999985 -0.069904999999999981 0.079995000000000011 0.10340500000000001 0.078535000000000008 0.005105000000000001 -0.10315499999999998 -0.10071499999999999 0.096300000000000011 -0.0066199999999999991 0.041865000000000006 -0.10201499999999998 0.17829500000000004 -0.24333999999999997 0.086480000000000015 -0.40274499999999996 0.09197000000000001 -0.092039999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 14 10 -9 12 -12 -14 16 -16 17 18 22 20 21 -20 23 -2 -23 -11 27 -19 -29 -22
right_child=8 6 4 -5 5 -7 7 9 -10 25 11 -13 13 -15 15 -17 -18 26 19 -21 29 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013781009932308775 -0.00099862942933892423 -0.0010893205762353101 -0.0013747913171415784 0.0013418489386919689 0.00052009239761277581 -0.0013787171238780946 -0.0013757826936810279 -0.0013860933672854984 0.0010458942760584867 0.00010549409269579375 0.00070384780494158557 0.0007534047391609158 0.00071973216287471843 -0.0013775204459792832 0.0010326554087561953 -0.0011931376212117862 -0.00083448421206679948 -0.0013777668498679107 -0.00015955106953670489 -0.00054770965183129235 0.00030074952159545498 0.00084501322385144664 -0.0010688142757800246 0.00097286339115017543 -0.00045666435649835429 -0.00137962599541772 -0.001052360291446325 0.0009482512711564211 -0.0007356899653845415 -0.0011763578621276113
leaf_weight=0.16521654164080246 0.019604130588049884 0.059452179092659208 0.043752910728017014 0.012056308351020562 0.10082753773349395 0.027041123340495687 0.032733248928707326 0.026491791488297167 0.071443969440224353 0.050601142611412797 0.10675225237719133 0.26303876031033746 0.035133792678607279 0.084742357511004229 0.10863875357154018 0.01874898907772149 0.098270376948676019 0.013104598154313862 0.35535594734392362 0.31165828701250653 0.031330861605965765 0.21645572852867134 0.022742858971923852 0.14938981008617647 0.045079714733219589 0.045928871123578574 0.019033881711948197 0.17537378464930942 0.019394190341699868 0.080036319287501101
leaf_count=555 94 203 300 7 73 61 134 8 140 17 57 63 43 266 128 37 91 8 131 704 13 97 38 80 31 205 10 259 6 51
internal_value=0 -0.000264934 -0.000735182 -0.00119312 -0.000262167 0.00011854 -3.21736e-05 6.5204e-05 8.43709e-05 0.00014219 0.000281201 0.000371404 -7.19683e-05 -0.000762849 4.35834e-05 0.000705062 -1.05421e-05 4.49709e-05 -3.92577e-05 -0.000144053 2.86926e-05 0.00017122 0.000529115 0.000744161 0.000620649 -0.000601124 0.000502166 0.000644506 0.000780571 -0.000760804
internal_weight=0 1.05377 0.348894 0.177273 0.171622 0.127869 0.704874 0.645422 1.75566 0.612689 0.516159 0.489667 0.226628 0.119876 1.68422 0.127388 1.55683 1.45856 1.23165 1.03992 0.728259 0.616891 0.191737 0.168994 0.261535 0.09653 0.226906 0.207873 0.194768 0.111367
internal_count=3910 1992 996 562 434 134 996 793 1918 659 437 429 366 309 1778 165 1613 1522 1239 1027 323 259 212 174 128 222 283 273 265 64
is_linear=0
shrinkage=0.00137286


Tree=665
num_leaves=31
num_cat=0
split_feature=457 1 0 133 1429 4 52 47 39 50 48 4 49 4 15 483 14 128 0 0 160 4 42 13 2 2 0 3 403 1
split_gain=0.0100397 0.0108471 0.0186512 0.0166137 0.0186751 0.0148836 0.0165374 0.0142026 0.0191716 0.0195254 0.0181026 0.0209262 0.0240564 0.023045 0.023676 0.0189205 0.0170777 0.0158995 0.0125657 0.017239 0.0264006 0.0153814 0.0222249 0.0153226 0.026142 0.0119617 0.0112176 0.0147292 0.0127443 0.016174
threshold=0.53894500000000012 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.086185000000000012 0.0021050000000000005 0.048695000000000009 0.087850000000000025 0.085220000000000004 0.10625000000000001 0.12862000000000004 0.0057500000000000008 -0.088729999999999989 -1.0000000180025095e-35 0.090505000000000016 -0.086419999999999983 0.077685000000000018 0.086435000000000012 -0.083424999999999985 -0.070894999999999986 0.084835000000000008 -0.49837999999999999 0.09901500000000002 0.091035000000000019 0.10705000000000002 0.097360000000000016 -0.084154999999999994 -0.12008499999999998 0.03138500000000001 0.10471000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 14 15 -14 26 -13 -4 20 -20 -21 23 24 25 -23 -17 -28 29 -29
right_child=-2 7 18 5 -6 6 -8 -9 -10 -11 -12 17 13 -15 -16 16 -18 -19 19 21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0042135804857052119 -0.0038561821030244324 -0.0039304862507681289 0.0022644624101112103 -0.0042095477466149766 0.0041503595744734481 0.0016753658184600355 -0.0042156187186542611 -0.00065763596115985792 0.0035337332803343875 -0.0030547281193421777 -0.0022311370596461576 0.002328851225123075 -0.0042180431876189667 -0.0030841995658670803 -0.0042119975678723744 0.0027763371609802658 -0.0032295158511147655 -0.0024695413215822777 -0.0042134051945955037 -0.0017707236987848302 0.002343650051589112 -0.00049169237182863977 -0.0042223852765432713 0.0031934984814391862 -0.0042167892080975291 0.0027611127928160082 0.0031881441115243435 -0.0039562715095194292 0.0032931053822419388 0.002883566900133719
leaf_weight=0.055204088330611856 0.01219488822243886 0.023748656402858614 0.038515279928560631 0.014851933950524199 0.0051670705310016265 0.043875481432564811 0.01044112689061194 0.2047009290549795 0.037761890914680407 0.026996531828444859 0.03638886142107367 0.16476601920840039 0.010266460428283608 0.0280218827756471 0.014547219035080161 0.1128111376851848 0.011928190396247373 0.013201035781094106 0.039643433861442645 0.051841815371744815 0.014972220928484603 0.034848345931095426 0.013963052684658805 0.051312317876636371 0.018055721626183185 0.046988172561214014 0.024470644763141536 0.023845438542593911 0.0097414500223749201 0.0082309919287126831
leaf_count=555 15 45 55 300 7 73 61 378 274 142 26 306 15 68 183 124 39 11 508 36 70 16 112 44 121 34 106 153 13 20
internal_value=0 -1.95056e-05 -0.000544348 -0.00188506 -0.00349772 -0.000477504 0.000542959 0.000287594 0.000641499 0.000426914 0.000621931 0.000854931 0.000111447 0.000505071 0.000971052 0.00134562 0.00164463 0.00197292 1.5641e-05 -0.000303232 -0.00241587 0.000228463 0.000855956 0.00132492 0.000365071 0.00137597 0.00196925 0.000595746 -0.000921252 -0.00220113
internal_weight=0 1.19111 0.43968 0.12954 0.0603712 0.0691685 0.0543166 0.751427 0.546726 0.508965 0.481968 0.445579 0.267612 0.243863 0.215842 0.201294 0.191028 0.177967 0.31014 0.271625 0.0546157 0.217009 0.165168 0.151205 0.0998922 0.0818365 0.1791 0.0662885 0.0418179 0.0320764
internal_count=3910 3895 1992 996 562 434 134 1903 1525 1251 1109 1083 766 721 653 470 455 317 996 941 578 363 327 215 171 50 416 292 186 173
is_linear=0
shrinkage=0.004207


Tree=666
num_leaves=31
num_cat=0
split_feature=3 38 39 1 51 0 122 483 4 453 1348 484 457 401 48 16 150 160 403 13 48 1374 0 48 16 133 12 51 2 151
split_gain=0.0453895 0.0462787 0.0348618 0.0407815 0.0390187 0.038055 0.0339452 0.0317499 0.040646 0.0275885 0.0311873 0.0272231 0.0430929 0.0271485 0.024116 0.0370395 0.0302894 0.0340848 0.0279051 0.0274827 0.0326988 0.0374782 0.0586583 0.0295494 0.0277033 0.0374857 0.0279671 0.0267166 0.0263709 0.0348016
threshold=0.30601500000000009 0.13790500000000003 0.005105000000000001 0.086245000000000002 -0.40274499999999996 0.024745000000000003 0.12621500000000005 0.083960000000000021 0.62104500000000018 0.091855000000000006 0.090260000000000021 -0.0043499999999999988 0.12931000000000001 0.10072000000000002 0.11930500000000001 -0.53943499999999989 -0.18357499999999996 -0.098319999999999991 0.07955000000000001 -0.091849999999999987 0.093440000000000009 -0.094679999999999986 -0.23029999999999998 0.09227500000000001 0.24895000000000003 -0.0056849999999999991 0.088325000000000015 0.11975000000000001 0.12068000000000001 0.0048400000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -4 -6 9 -9 10 11 12 -1 14 15 -13 -17 18 -18 23 21 -21 -23 24 25 26 -19 -16 29 -24
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12 13 -14 -15 27 16 17 19 -20 20 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012709421526982687 0.0010708145325376275 -0.0012728612801819468 -0.0011009332968174718 -0.0012730194976593276 0.0008904466571966268 0.00043098981836054491 -0.0012766550499075352 -0.0012291273501299381 0.0012729891131824757 -0.001272014016552022 0.001232113904616632 0.00098852672396239263 0.0012785614759073317 -0.0012697294505841234 -0.0012727447037971123 0.0010135276121475661 -0.0012713415010314462 -0.0011250884198533112 0.00031172718564954259 -0.0012771294107163944 0.00052788875962951599 0.00097539054729718188 -0.00022427759579616975 -0.00060358768100528715 -0.00042910511560028102 0.00088626731971560343 0.00059449942105660447 -2.2538026656203459e-05 0.00057769977611436005 -0.0012739797881771058
leaf_weight=0.064287677288576872 0.096792891325094277 0.015759782050736248 0.053269224699761142 0.016391401361033786 0.19349607652384293 0.051115122652845457 0.012370433658361435 0.076286905178221676 0.012100250962248538 0.03229600184749859 0.028279716709221137 0.056532173226515048 0.012785636121407151 0.030262068364663608 0.053780584583364432 0.041522316794727288 0.065762972753191984 0.030264234984770155 0.024616315459979887 0.049719852651834207 0.10890206404292246 0.069434127814019697 0.80124050786093548 0.052539824724590289 0.050345527774879884 0.18579742643305497 0.0305946749335817 0.056259457845953875 0.060190590827460255 0.05424614246476267
leaf_count=362 158 6 71 10 334 17 2 326 15 30 30 56 2 177 40 15 314 65 26 48 67 22 1435 14 18 75 33 20 78 44
internal_value=0 0.00074265 -8.16429e-05 0.000303154 0.000610276 -0.000350778 0.000760226 -0.000143014 -0.000886586 -0.000109476 -8.99962e-05 -0.000109684 -0.000848007 -7.84521e-05 -5.83318e-05 -2.06926e-05 -5.57986e-05 -8.38356e-05 -0.000840166 -3.80593e-05 -0.000133179 -0.000202748 -0.000148523 0.000273183 0.000428284 0.000603288 -0.000260626 -0.00063356 -0.000233747 -0.000290839
internal_weight=0 0.112553 2.37469 0.326642 0.222258 0.104384 0.205867 2.04805 0.0883872 1.95966 1.92736 1.89908 0.0770733 1.82201 1.79175 1.68171 1.62518 1.58365 0.0903793 1.49327 1.14373 1.03483 0.985111 0.349542 0.297002 0.246656 0.0608589 0.11004 0.915677 0.855487
internal_count=3910 164 3746 434 346 88 336 3312 341 2971 2941 2911 364 2547 2370 2310 2254 2239 340 1899 1694 1627 1579 205 191 173 98 60 1557 1479
is_linear=0
shrinkage=0.00126831


Tree=667
num_leaves=31
num_cat=0
split_feature=3 38 123 39 42 453 1348 484 150 4 401 130 43 4 0 130 16 12 160 1 48 104 1375 457 16 1 16 0 13 2
split_gain=0.0103159 0.0210727 0.0119454 0.0120805 0.0158507 0.0112618 0.0121098 0.0164507 0.0131085 0.0112795 0.0111439 0.010458 0.013314 0.0192109 0.0177292 0.0161163 0.0150862 0.0188514 0.0171227 0.0163191 0.0190206 0.0160279 0.0151816 0.0146147 0.0169764 0.0159564 0.0186993 0.0172695 0.0176791 0.0398106
threshold=0.30601500000000009 0.13790500000000003 -0.041524999999999992 0.15608500000000003 -0.26552999999999999 0.091855000000000006 0.090050000000000005 -0.0043499999999999988 0.10139000000000002 0.51697500000000007 0.10072000000000002 -0.23515499999999998 -0.15109999999999998 -0.49837999999999999 0.047345000000000005 0.085970000000000005 0.070590000000000014 0.093125000000000013 -0.098319999999999991 0.13213500000000003 0.12862000000000004 1.0000000180025095e-35 -0.012944999999999998 -0.0015249999999999997 -0.070594999999999977 1.0000000180025095e-35 0.0015250000000000001 -0.11756999999999999 -0.10023999999999998 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 11 -9 -13 -14 15 16 18 -18 22 20 21 23 -15 24 -20 26 27 -25 -29 -30
right_child=1 -3 3 -5 5 -7 -8 10 -10 -11 -12 12 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0031923228027541605 0.0029302915954424425 -0.0036696463011971106 -0.0036714448603824045 0.0030219316674670337 -0.0034291637533497609 -0.0029051568663565884 0.0034352092465946499 -0.0036769211147173295 0.0018460241625347866 0.0036730906945116322 -0.0036642633938795141 0.0011411847441233777 -0.0026916770408177333 0.0032290024858913874 0.0015563140454204257 -0.0036639453913942825 -0.0029005962218592862 0.00027177296366469425 -0.0028653305346995821 0.0036701649439381022 -0.0030613514176502685 -0.0033566382201243071 -0.0026142510443568534 -0.0036710674143553522 0.0021413829352811423 0.0012164031795309912 0.0024234916481478148 0.0017557299369026335 0.0016988716633994654 -0.0034972673708031877
leaf_weight=0.014438414347978212 0.035078538924835923 0.0079619425814598799 0.017425541358761287 0.015772739374369737 0.041882542091371322 0.01954464795403521 0.01284313654014102 0.01023344190639297 0.0093415479241230059 0.0032308170093529034 0.011222516861408849 0.12888520129177938 0.0373184215231952 0.0068408076358537065 0.087138797890020214 0.017506940535582771 0.053702638029221816 0.04721721049372718 0.033584344833798241 0.018699117377309449 0.023097367820810177 0.015276954119144648 0.046541343360302578 0.022906975631485027 0.012452315323570717 0.26883457181656922 0.030000571863865844 0.040914646248892739 0.035417736489426366 0.044788666144654599
leaf_count=36 158 6 22 34 579 38 40 24 12 6 180 207 133 11 120 277 142 118 31 75 26 25 328 34 58 567 24 32 191 376
internal_value=0 0.00170939 -0.000117554 -0.000160506 -0.00020627 -0.00015033 -9.953e-05 -0.000142888 -0.00210285 -0.00292053 -3.53607e-05 6.13838e-06 4.49494e-05 -0.000122804 -3.7037e-06 -0.00019309 -0.000106318 -0.00141634 0.000114265 0.00030783 0.000188589 0.000337476 -0.00186545 0.000452908 -0.00151108 0.000657069 -0.000206975 -0.000754893 -0.000203372 -0.00120274
internal_weight=0 0.0430405 1.12706 1.11262 1.09685 1.07942 1.05988 1.04704 0.0544549 0.0451134 0.992581 0.981358 0.971125 0.842239 0.804921 0.717782 0.700275 0.10092 0.599355 0.545973 0.527274 0.504177 0.0533822 0.4889 0.0460367 0.442863 0.174029 0.144028 0.121121 0.0802064
internal_count=3910 164 3746 3710 3676 3654 3616 3576 597 585 2979 2799 2775 2568 2435 2315 2038 260 1778 1439 1364 1338 339 1313 89 1224 657 633 599 567
is_linear=0
shrinkage=0.00366245


Tree=668
num_leaves=31
num_cat=0
split_feature=1 0 2 48 0 0 16 14 474 39 16 48 2 48 16 50 44 457 4 15 15 4 48 42 133 2 4 52 133 9
split_gain=0.0677318 0.0716146 0.046938 0.0414196 0.0483983 0.0663399 0.038403 0.0517135 0.0608841 0.0570081 0.0420765 0.0457492 0.0629536 0.0602462 0.0568579 0.0412765 0.0404412 0.0385448 0.0381888 0.0363925 0.0345997 0.0336695 0.043152 0.0336386 0.0307767 0.0384573 0.0309015 0.0374751 0.0311456 0.0291277
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.086065000000000016 -0.083424999999999985 -0.069794999999999982 0.070590000000000014 0.077685000000000018 0.082665000000000002 0.005105000000000001 0.037105000000000006 0.12675000000000003 0.088820000000000024 0.084795000000000023 -0.096824999999999981 0.10424500000000002 0.086480000000000015 -0.070739999999999983 -0.084009999999999987 0.05377500000000001 -1.0000000180025095e-35 0.015635000000000003 0.088120000000000018 0.084100000000000022 0.084285000000000013 1.0000000180025095e-35 0.0021050000000000005 0.048695000000000009 0.093845000000000026 -0.016839999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -3 -6 7 8 9 10 11 12 13 14 -2 17 -11 -14 -16 23 -8 22 -19 -7 25 -1 -26 28 -28 -20
right_child=2 3 -4 -5 5 19 20 -9 -10 16 -12 -13 15 -15 18 -17 -18 21 29 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0011963442247723275 0.00045915819323113339 0.00063528894128966527 0.001018524986976792 0.00053243632886929091 -0.0012463027932585265 -5.9790692301859308e-05 -2.461027009022359e-05 -0.00106975234414066 0.00088054672254817077 0.00092035095643905383 -0.0012623224272231255 -0.00071129442985746745 -0.00038699838661683365 -0.0011749564563603308 0.00059161310691318637 -0.00067868936626922047 -0.0009881781286344227 0.00088422494470419472 0.0012561474502480663 0.00065286393743167834 -0.00087950063767838445 0.0010506278383783649 -0.00018159678212853144 -0.00092422211412279361 -0.0012453076895999125 -0.0012482639475738448 0.00072322360164841202 -0.0012501888556679637 -0.00073460112323164969 -0.00084159134154252195
leaf_weight=0.010550426173722371 0.20048664285241025 0.086997157786754542 0.078812361230120476 0.13823780406710284 0.10555878030663735 0.23657715159515669 0.18406728284662677 0.05485752629374463 0.16175358391137695 0.16385680173698336 0.041021127497515297 0.11890626764943579 0.063834046013653278 0.083711165108979912 0.043218472762418192 0.04956864591804333 0.019175221343175508 0.11484222149010748 0.01090675077284653 0.073344404532690533 0.12152639396117582 0.18282171509235923 0.1202134724589996 0.098617210561769753 0.048788304362005874 0.1747617454311694 0.072487143766920781 0.033034917729764857 0.032962634021714621 0.1659716998274251
leaf_count=2 125 53 140 89 571 91 153 96 160 226 50 45 23 47 52 18 10 33 2 114 222 112 37 78 300 560 38 61 35 367
internal_value=0 -0.000305297 7.822e-05 -8.12793e-05 -0.00022242 -0.000367564 3.92311e-05 0.000116592 0.000158843 7.41607e-05 -2.47797e-05 1.91928e-05 0.000103068 -0.000211609 -1.9868e-05 0.000401762 0.000720405 0.000512942 -0.000456214 -0.000140514 -0.000364577 0.000650415 0.000339137 -0.000314114 -0.000749824 -0.00110908 -0.000394324 -9.45221e-05 0.000267521 -0.00071224
internal_weight=0 1.11192 1.97955 0.739333 0.601095 0.514098 1.90074 1.59515 1.54029 1.37853 1.1955 1.15448 1.03557 0.504295 0.420584 0.53128 0.183032 0.481711 0.220097 0.408539 0.305594 0.417877 0.235056 0.335194 0.372585 0.185312 0.187273 0.138485 0.10545 0.176878
internal_count=3910 1992 1918 996 907 854 1778 1403 1307 1147 911 861 816 593 546 223 236 205 421 283 375 182 70 169 996 562 434 134 73 369
is_linear=0
shrinkage=0.00124344


Tree=669
num_leaves=31
num_cat=0
split_feature=1425 15 50 15 2 3 483 158 40 156 453 2 11 1372 48 1374 151 15 160 13 13 133 49 151 2 16 48 48 403 403
split_gain=0.0102961 0.0116036 0.018385 0.0142619 0.0168785 0.0154025 0.0171981 0.0123423 0.014165 0.0120475 0.0121696 0.011129 0.011323 0.0109919 0.0132638 0.0167925 0.0191099 0.0216165 0.0200459 0.020589 0.0186182 0.0151848 0.0153267 0.0142564 0.0139627 0.0157061 0.0138923 0.0127596 0.0142146 0.0155862
threshold=1.0000000180025095e-35 -0.24219999999999997 0.11843500000000001 -0.19153499999999998 -0.13811499999999996 0.31335500000000011 0.083960000000000021 0.084965000000000027 -0.094259999999999997 0.10477500000000002 0.089075000000000015 -0.074699999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093225000000000016 -0.095439999999999983 -0.0068399999999999989 -0.091024999999999981 -0.217635 -0.083924999999999986 -0.5337599999999999 -0.0056849999999999991 -0.12164499999999999 -0.086034999999999986 0.11203000000000002 -0.006474999999999999 0.12862000000000004 0.084500000000000006 0.090530000000000013 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=1 2 -1 -3 -5 6 7 9 -9 10 11 -6 -13 -14 15 -15 17 -17 -18 20 -20 -22 -23 -16 25 -19 -25 28 29 -21
right_child=-2 3 -4 4 5 -7 -8 8 -10 -11 -12 12 13 14 23 16 18 24 19 27 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0020118668241276547 -0.0031455336330565979 -0.0022904383331892393 -0.0016687788592344838 0.0027580007234664461 -0.0029007258265340988 0.0031283740468976248 -0.0024940646567386242 0.0029384761013612256 -0.0021548581932663356 -0.00312935435778602 -0.0027649196446530295 0.0031366847096326619 -0.003131359933231151 -0.0022475110210718394 -0.00088867450957425746 0.002665025142253182 -0.003130295310889875 -0.0021179336788545978 -0.0031393628407553522 -0.00047905535098448273 -0.00098078059651855818 -0.0013052854252850674 0.0019471590188703519 0.0022777574947878553 0.0031274412549039498 0.00099573155663678606 2.967987472054268e-05 -0.0029644037997403486 -0.00313000225737499 0.0015594941514467809
leaf_weight=0.058037215455669755 0.010361694437676872 0.028258855433051511 0.01718728604100761 0.020650344725254066 0.011912730562471108 0.014265165437336691 0.029498413418735936 0.0060427714706747784 0.045565478485997346 0.011770648894753322 0.014724743062288326 0.012157654127804007 0.010171830154376615 0.032179379933494956 0.031330799348666005 0.053525619349557019 0.021785867473397058 0.030870843908473944 0.010838035028427839 0.27433525861434627 0.028300619187120901 0.016155330067306295 0.11444690644424282 0.076090528416102643 0.012224411905208399 0.032488169299881076 0.041512503922149335 0.019401311014462408 0.017132644953619547 0.042297121319904818
leaf_count=291 94 100 22 56 47 61 322 6 307 109 32 7 43 43 36 63 213 117 4 1005 206 23 158 127 34 98 56 26 137 67
internal_value=0 -1.53939e-05 0.00117091 -9.95872e-05 -3.95771e-05 -9.6718e-05 -0.000142874 -7.11702e-05 -0.00155848 1.26581e-05 5.35744e-05 0.00010025 0.000141002 9.89016e-05 0.000137335 -4.14951e-05 6.38596e-05 0.00114512 -0.000192432 -7.00323e-05 0.000824656 0.00109502 0.00154484 0.000985035 6.87747e-05 -0.000521361 0.00148421 -0.000500043 -0.000356793 -0.000206737
internal_weight=0 1.13516 0.0752245 1.05993 1.03168 1.01102 0.99676 0.967261 0.0516082 0.915653 0.903882 0.889158 0.877245 0.865087 0.854915 0.705982 0.673802 0.129109 0.544693 0.522907 0.169741 0.158903 0.130602 0.148934 0.0755834 0.063359 0.117603 0.353166 0.333765 0.316632
internal_count=3910 3816 313 3503 3403 3347 3286 2964 313 2651 2542 2510 2463 2456 2413 2194 2151 312 1839 1626 391 387 181 219 249 215 183 1235 1209 1072
is_linear=0
shrinkage=0.00312586


Tree=670
num_leaves=31
num_cat=0
split_feature=1 1374 52 1446 484 0 3 52 457 42 3 403 156 2 3 12 15 48 43 2 13 2 12 40 51 3 47 4 151 50
split_gain=0.00978392 0.0164391 0.0127674 0.0129453 0.0124807 0.0231985 0.0145479 0.0143155 0.01348 0.0145713 0.0128964 0.0144136 0.0130815 0.0149817 0.015127 0.0166908 0.0248417 0.017708 0.0119683 0.0126668 0.0161038 0.011647 0.0116469 0.0196062 0.0192113 0.0155427 0.0164718 0.0174223 0.0173763 0.0116632
threshold=0.094385000000000011 -0.094679999999999986 -0.42985499999999993 0.091520000000000018 -0.0043499999999999988 -0.23029999999999998 -0.115685 0.11401500000000002 -0.066264999999999991 -0.09602999999999999 0.086245000000000016 -1.0000000180025095e-35 0.082605000000000026 -1.0000000180025095e-35 -0.089974999999999986 0.086935000000000012 0.088345000000000021 0.099240000000000009 0.098320000000000005 0.11085000000000002 0.14810000000000004 0.08400500000000001 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 0.16699000000000003 0.13206500000000002 -0.17479499999999998 -0.40391999999999995 0.10625000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -3 -6 18 8 -8 -10 11 -11 13 -13 -15 21 17 -17 19 20 -7 -16 23 24 -4 26 27 -24 -29 -30
right_child=2 4 3 -5 5 6 7 -9 9 10 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0032649062964976352 -0.0032545128204137749 -0.0028352812311320287 -0.0032578871710075641 -0.0032392476265559783 0.0023886881657605224 0.0010907103886341799 -0.003257198484376134 -0.0031057961892613259 -0.0032615457123042076 -0.0028091129462476769 0.00097004354594946442 -0.0031291830261519862 -0.0027625368424266175 -0.001531666026274427 -0.0015523390883587281 -0.0032591989746041344 0.0014455717529397881 0.0026022472983356108 -0.0020186525497653202 0.0031155915196266703 -0.0025104101545353496 0.0018236544112871162 -0.0032568934048685231 -0.0032570988116178345 0.0023386246611914203 0.002461503692707377 -0.0021135659281395608 -0.003256447281274698 0.00077806744750443782 -0.0020890313640261524
leaf_weight=0.019293770420063083 0.010401802962178408 0.018646440356377525 0.0070354369236156336 0.010175732531308768 0.036218279921286012 0.0749220598033844 0.0172918661745598 0.022657358637530933 0.017037073422727644 0.026148149289127787 0.079934831396258232 0.015729955106507987 0.020599639998181374 0.044941655313778028 0.012258267706101833 0.033954205718458752 0.034255367308617224 0.0064938842633637242 0.015630155682856639 0.024006732754060067 0.015925672800221946 0.091366669241068621 0.014289274522980122 0.0085244232905097306 0.083263691982779164 0.029381367777659761 0.035075379767476988 0.012926255716593005 0.24877922290477272 0.015969496164530028
leaf_count=46 144 484 8 35 34 109 81 322 155 602 62 46 124 90 27 182 151 15 21 12 41 111 22 8 380 80 40 17 383 78
internal_value=0 -0.000309504 0.000308907 0.000388546 -0.000215722 -0.000132845 -0.000297945 -0.000590985 -0.000448542 -0.000321642 -0.000184673 -0.000507692 -0.000275882 -6.15544e-05 0.000154568 0.000579526 -0.000592292 -0.00231815 0.000651277 0.00101462 0.000459431 0.00142429 0.000469636 0.00145752 0.00190259 0.00019573 -7.82843e-06 0.000245146 0.000425363 0.000605126
internal_weight=0 0.627312 0.475822 0.46542 0.608018 0.589372 0.553154 0.422669 0.400012 0.38272 0.365683 0.285748 0.2596 0.239 0.22327 0.178328 0.0747035 0.0404481 0.130485 0.114854 0.0908477 0.103625 0.455245 0.0988236 0.0902991 0.356421 0.32704 0.291964 0.277675 0.264749
internal_count=3910 2715 1195 1051 2669 2185 2151 1968 1646 1565 1410 1348 746 622 576 486 348 197 183 162 150 138 1016 396 388 620 540 500 478 461
is_linear=0
shrinkage=0.00325215


Tree=671
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1213 484 150 52 133 52 51 129 14 3 1 16 52 52 1374 15 3 474 52 13 13 15 52 39 13 43
split_gain=0.0438761 0.0658329 0.0511148 0.0406663 0.0370174 0.0387099 0.0461239 0.0350042 0.0382772 0.0363707 0.0443039 0.0342755 0.0339702 0.0342837 0.039647 0.041763 0.0408516 0.0413364 0.0378769 0.0395299 0.0391168 0.0335854 0.0308077 0.0293861 0.0272165 0.0289729 0.0277362 0.0269507 0.0396614 0.0569945
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 -0.42985499999999993 -0.26719999999999994 -0.40891499999999997 -0.40274499999999996 -1.0000000180025095e-35 0.077685000000000018 -0.14218999999999996 0.099595000000000017 -0.30307999999999996 -0.15422999999999998 0.11588000000000002 -0.094679999999999986 -0.11739999999999999 0.086245000000000016 -1.0000000180025095e-35 -0.040174999999999995 0.091035000000000019 -0.010384999999999998 0.11332500000000002 0.11262000000000001 0.005105000000000001 0.16421000000000002 -0.16369999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 22 -5 6 -6 -7 -9 -10 -11 -12 13 23 16 -16 -15 18 -18 -20 27 -4 -1 -13 26 -26 -17 28 29 -21
right_child=2 -3 21 4 5 7 -8 8 9 10 11 12 -14 14 15 24 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00010627680479214593 -0.0012493332218878471 -0.0012056957583055756 -0.0013664901753476268 -0.0013469498873687621 -0.0011626350945356961 -0.0009193503950958421 0.00078823175051858242 -0.0013487552570946777 0.001198984701229554 -0.0013508312295306734 -0.0013491653384890051 0.0012805967545366898 -0.0010491138187205338 -0.001351923490367897 -0.00056472163513124687 0.0013294155009852386 -0.00081032491778408708 -0.00095184043245942214 -0.0011475013690937629 0.0013229612311205809 0.00065970872048353346 0.00062464739305236451 -0.0012815777489913606 0.00014935075459225402 0.00053383869501914534 -0.00059300947019513752 4.6251349354669537e-05 0.0007193304307001753 -0.0013548791587284265 -0.00010056300924448973
leaf_weight=0.077287366579184891 0.031893824641883839 0.095826063374261028 0.016097976775199641 0.037633412515562514 0.09794892193144944 0.066550332245698729 0.028297129450947978 0.033780899886099447 0.052737864403755164 0.039165280596538454 0.02932649942522747 0.085083467281949487 0.044218645645741961 0.041541928760127189 0.067571176801720867 0.12127921506726125 0.081797506190926739 0.076418962451498484 0.041401926573600312 0.056073193933117826 0.24648674568743445 0.32860779736074608 0.08466080177299895 0.081393389409640804 0.19791199124483672 0.052246505510993302 0.040777011708996724 0.092988481184875127 0.03993032244125061 0.55782159266252163
leaf_count=108 20 160 4 239 478 211 21 145 8 31 30 28 32 33 26 117 51 249 28 7 69 448 780 21 99 28 35 40 22 342
internal_value=0 -0.000111113 0.00038083 -6.86877e-05 -2.29855e-05 -1.06261e-06 -0.000725363 4.15369e-05 7.22815e-05 9.57419e-05 6.65547e-05 9.49604e-05 0.000116962 0.000144378 8.77476e-05 0.000416077 -3.98611e-05 5.8299e-06 7.13778e-05 0.00014108 0.00019479 0.00053166 -0.000720683 0.000727511 0.000576852 0.000298492 0.00100654 4.13425e-05 -5.50825e-05 2.94618e-05
internal_weight=0 2.56816 0.3766 2.47233 2.31038 2.27275 0.126246 2.1465 2.07995 2.04617 1.99343 1.95427 1.92494 1.88072 1.71425 0.479786 1.23446 1.19292 1.1165 1.0347 0.9933 0.344706 0.161948 0.166477 0.412215 0.250158 0.162056 0.746814 0.653825 0.613895
internal_count=3910 3438 472 3278 2390 2151 499 1652 1441 1296 1288 1257 1227 1195 1146 305 841 808 559 508 480 452 888 49 279 127 152 411 371 349
is_linear=0
shrinkage=0.00134594


Tree=672
num_leaves=31
num_cat=0
split_feature=1 42 3 42 0 4 13 47 48 13 50 51 4 4 133 13 130 131 49 3 42 16 13 457 1 2 0 457 124 13
split_gain=0.0641747 0.054022 0.0665257 0.0494541 0.0465001 0.0447078 0.0507315 0.0441256 0.0452406 0.0485742 0.0450242 0.047586 0.0415871 0.0473787 0.0487419 0.0548428 0.0557112 0.0460877 0.0473306 0.0480167 0.0552376 0.054877 0.0457696 0.0452637 0.0606359 0.0599194 0.0505649 0.0590769 0.0395908 0.0365004
threshold=0.10113500000000002 0.091955000000000023 -0.15464999999999998 -0.09602999999999999 -0.017269999999999997 0.11205000000000001 0.41346500000000003 0.096475000000000019 0.12862000000000004 0.24518500000000001 0.11551000000000002 -0.07742499999999998 -0.083329999999999987 -0.52333999999999992 0.065880000000000008 0.11596500000000001 -0.079094999999999985 0.084390000000000007 -0.085974999999999982 0.090325000000000003 0.091485000000000025 -0.094359999999999986 -0.10023999999999998 0.085230000000000014 1.0000000180025095e-35 0.089910000000000004 -0.035699999999999989 0.085130000000000025 -0.52484999999999993 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 8 9 10 11 -2 13 -5 15 16 -15 18 -14 20 23 -21 -18 24 26 -26 27 -20 -13 -9
right_child=4 5 3 12 -6 -7 -8 29 -10 -11 -12 28 17 14 -16 -17 22 -19 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00061106532475284348 -0.00017404082251914151 -0.00118811835393731 -0.0011073931438070643 -0.0011793594795173419 0.00083900079193565302 0.00010002585990358969 0.0012118548863768292 0.00016566295876923297 -0.00049452720226717396 -0.00078147881221450111 -0.00060089955215230435 -0.001056879605563767 -0.0008196087300048994 0.0010331403522272041 0.00085417903897420868 0.0010285248109317359 0.00026789866669958733 -0.0011305710693086943 -0.00097876090687591222 -0.00036828070257104449 0.0010919639736530105 0.00082794289849194493 -0.00085358457877455487 -0.0011315507021702859 -0.00013494631914223669 0.0011565208957285389 0.0011838235287625397 0.00098775975889531069 0.00087665965184702775 -0.00056852659531942415
leaf_weight=0.16611213511714629 0.088761256498400942 0.1698153460438333 0.078543101413743321 0.0355990087682585 0.13041056496331282 0.072187405679869698 0.013587682507932186 0.17671137072829879 0.094569338543806225 0.045797604332619812 0.047959088633433566 0.015775729087181278 0.1494941348564679 0.042297356944345665 0.1357574632311298 0.060910844318641466 0.080066477530635893 0.081205771050008591 0.21706427984645404 0.088233018590472057 0.040876404703340086 0.1444789039051102 0.14818630716717973 0.089047505436610663 0.21930812305936342 0.066991069998039166 0.020279850563383217 0.024259618483483791 0.36757403736373817 0.21368443081519217
leaf_count=101 52 544 246 29 230 40 1 103 30 17 38 7 93 19 109 13 22 234 814 30 20 35 271 64 215 18 3 2 408 102
internal_value=0 -0.000181038 -0.000111254 -0.000180908 0.00016588 -0.000696716 -0.00101031 8.23441e-05 0.00027064 0.000398517 0.000502428 0.000614508 -0.000136646 0.000149726 0.000250993 3.94489e-06 -0.000226726 -0.000262818 -0.000196342 -9.40128e-05 -0.000254826 0.000374393 -0.000460191 -0.000341257 -0.000212815 0.000167244 -0.000628751 -0.000781072 0.00079709 -0.000236198
internal_weight=0 2.1443 1.88871 1.7226 1.18124 0.25559 0.183403 1.05083 0.660437 0.565868 0.52007 0.472111 1.64406 0.502817 0.467218 0.331461 0.27055 1.14124 1.06003 0.910539 0.677827 0.232712 0.228253 0.63695 0.547903 0.286299 0.261604 0.241324 0.38335 0.390396
internal_count=3910 2923 2338 2237 987 585 545 757 552 522 505 467 1991 463 434 325 312 1528 1294 1201 1136 65 293 1116 1052 233 819 816 415 205
is_linear=0
shrinkage=0.00119516


Tree=673
num_leaves=31
num_cat=0
split_feature=1 0 52 52 133 0 0 49 132 131 13 39 4 147 122 12 44 1 49 0 50 157 48 1 160 4 42 0 13 42
split_gain=0.0429811 0.0489588 0.0406522 0.0524363 0.0501123 0.0445981 0.0553943 0.0365252 0.0351639 0.0347934 0.0340396 0.0378632 0.0511297 0.0422153 0.0407977 0.0366899 0.0342824 0.040026 0.0337308 0.0425467 0.0330456 0.0359188 0.0407238 0.0453598 0.0309956 0.030948 0.0294725 0.0367297 0.039678 0.0320687
threshold=0.087545000000000026 -0.074249999999999997 0.086950000000000013 -0.11051499999999999 -0.090054999999999982 -0.082604999999999998 -0.084074999999999997 -0.085974999999999982 0.079995000000000011 0.10340500000000001 -0.094679999999999986 0.005105000000000001 -0.034289999999999994 1.0000000180025095e-35 0.089350000000000013 -1.0000000180025095e-35 0.13998500000000003 0.087720000000000006 -0.075429999999999983 -0.10071499999999999 0.11515000000000002 -0.084114999999999981 0.12738500000000003 0.094695000000000015 -0.078874999999999987 -0.17479499999999998 0.091955000000000023 -0.069414999999999991 0.41346500000000003 -0.090359999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 12 15 20 -13 -12 17 -17 -9 -20 21 -14 23 -23 -25 -4 29 -28 -29 -3
right_child=8 26 25 4 5 -7 -8 18 9 -11 11 14 13 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.001349344832370903 0.0005013127629542323 -0.00085866115049187117 0.0013571985054928969 -0.0013485117985274535 -0.0012231544892734145 -0.00134886202183622 0.00093461748435178633 0.00087405322031180392 0.0011287748066962878 -0.00087643379200241409 0.0013501131576226749 0.00069607580413784897 0.0012285857076452494 0.00077731734192592521 -0.0013518293691369039 0.0010491077867245831 0.0013609184001971927 -0.0013169382161673509 6.0548205589949935e-05 -0.0013302364464109551 -0.0011719482220918925 -0.00071070047880869179 -0.0013590574167919953 -0.00066732028256419047 0.00036395910308590815 -0.0013509118911095412 0.0010873224783541397 -0.0013536332260889446 0.0013615844793054724 0.00035595559836157598
leaf_weight=0.075843664866852123 0.26222625499849517 0.04351678290458949 0.0082246409729123116 0.057737335155479741 0.050381792626467359 0.04244358790174374 0.1088115966517762 0.065126741501444485 0.1019716330738446 0.018523425438615959 0.013545745983719604 0.18091336868110375 0.038116735606308794 0.11004506552126259 0.019524394767358899 0.014209932367521105 0.010883086360991001 0.14635620703620589 0.20315619677694485 0.049570114880225447 0.050257820670594811 0.12946786174870795 0.044389058413798921 0.062438914908852894 0.34185655602777842 0.10839048742559498 0.019557881588525561 0.068930643717294515 0.011355984024703503 0.4140530100967228
leaf_count=226 223 64 1 178 36 153 61 20 110 39 5 290 19 76 9 8 1 464 126 383 70 99 23 39 143 614 56 138 1 235
internal_value=0 -0.000207909 -0.000427909 -0.000297199 -0.000158954 -2.67436e-05 9.08874e-05 -0.000158431 0.000122359 0.000820519 6.32924e-05 -3.55544e-05 -0.00014648 5.00269e-06 0.000496592 -0.000782373 -0.000950855 -0.00110755 1.0335e-05 -0.000212242 -0.000122508 -3.69245e-05 -0.000120358 -1.73444e-05 0.00020469 -0.00115991 9.58701e-05 -0.000566671 -0.000969585 0.000240441
internal_weight=0 1.3271 0.769686 0.653071 0.577227 0.51949 0.477046 0.368235 1.54473 0.120495 1.42423 1.162 0.961567 0.776572 0.200438 0.184995 0.171449 0.160566 0.317853 0.252726 0.666527 0.616269 0.578152 0.533763 0.404295 0.116615 0.557414 0.0998445 0.0802866 0.45757
internal_count=3910 2292 1798 1183 957 779 626 565 1618 149 1469 1246 947 469 299 478 473 472 529 509 393 323 304 281 182 615 494 195 139 299
is_linear=0
shrinkage=0.00134594


Tree=674
num_leaves=31
num_cat=0
split_feature=1425 2 159 41 2 159 15 1 50 123 160 457 484 1186 133 484 123 402 1374 16 16 160 12 2 150 0 52 0 15 151
split_gain=0.00985231 0.0117153 0.0152926 0.013716 0.0159444 0.0165048 0.0154703 0.0178016 0.01419 0.0125734 0.0138059 0.011818 0.0172552 0.0127598 0.0131942 0.0142028 0.0137459 0.0134367 0.0133996 0.0150881 0.0274012 0.0250956 0.0131996 0.0117051 0.0123702 0.0122081 0.0127087 0.0114431 0.0103241 0.0172511
threshold=1.0000000180025095e-35 0.099015000000000006 0.085280000000000009 0.080335000000000018 -0.13811499999999996 0.10392000000000001 -0.11739999999999999 0.12446500000000001 0.10119500000000002 0.083905000000000021 0.31473500000000004 -0.0015249999999999997 0.08654000000000002 -1.0000000180025095e-35 0.098810000000000023 0.087495000000000017 0.10103000000000001 -0.50199999999999989 -0.094679999999999986 -0.083564999999999987 -0.057604999999999996 -1.0000000180025095e-35 0.10396500000000002 -0.074699999999999989 0.089155000000000012 0.14676000000000003 -0.42985499999999993 -0.06402999999999999 1.0000000180025095e-35 0.14975000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 10 -3 12 -8 -13 15 16 18 -16 -15 21 -21 -20 23 -22 25 26 -25 28 -28 -30
right_child=-2 2 -4 -5 5 -7 8 -9 -10 -11 -12 13 -14 14 17 -17 -18 -19 19 20 22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0028931778151932179 -0.0039889314420985221 -0.00022009720272100943 0.0023323400434885283 -0.0027454936889942604 -0.0034137468119779311 -0.0038900156545235505 -0.0039015336924356301 0.0039687635945337757 -0.0038548058143855566 0.0025526878478998884 0.0038167005864896205 -0.0039672723700845324 0.0015837930432519699 -0.0020530987267947604 0.0025138280651995034 -0.0027199682375834426 -0.0038945494229184114 -0.0039479295630678512 -0.0039720030290936893 -0.0034508236606142374 -0.0038666150201554779 0.0022135696920851087 -0.0034521954103268223 -0.0039679915346385493 -0.0028410924831493252 -0.0016205175586246378 0.0016796178113112909 0.0031323745021660694 -0.0039700302135425476 0.0039892353406465767
leaf_weight=0.025129443590230838 0.0099084821559359826 0.30741237507112373 0.061568865231379277 0.035147655138871414 0.039204439293115345 0.019789842149009473 0.026165083060732175 0.0059066802898541928 0.014891922815053249 0.032212903622621525 0.013917655604871015 0.011154411001370823 0.013748609171898352 0.02575525661723066 0.0067034491114554831 0.020947159538764026 0.010367564314947231 0.020597552232516136 0.011028238557742043 0.027573864537202897 0.0076270122299318946 0.15787887710874304 0.011235314908390137 0.0060020274782458518 0.011607928111288857 0.019304910732898861 0.079492211561955517 0.069817367172391731 0.013821771902513547 0.0061991964466869822
leaf_count=90 94 715 231 104 175 184 92 42 292 124 27 142 24 30 23 118 9 282 64 216 29 317 25 58 37 11 129 63 162 1
internal_value=0 -1.82644e-05 0.00050899 -0.000332237 -0.0002041 -0.000326321 -0.000212024 -0.00244711 -3.57278e-05 0.000191457 -4.52528e-05 6.63738e-05 -0.00201207 0.000226799 0.000319262 0.000472153 0.00061824 -0.00236132 0.000722828 0.000892412 0.000279241 0.0018097 0.000736143 0.000956168 0.00113452 0.00137162 0.00170106 0.00190201 0.00103879 -0.00150556
internal_weight=0 1.11221 0.415112 0.697098 0.66195 0.636821 0.617031 0.0451111 0.57192 0.353543 0.32133 0.557028 0.0399137 0.517114 0.50596 0.478659 0.457712 0.027301 0.447344 0.421589 0.252682 0.168907 0.225108 0.213872 0.206245 0.194637 0.175333 0.169331 0.0995132 0.020021
internal_count=3910 3816 1097 2719 2615 2525 2341 217 2124 866 742 1832 116 1716 1574 1269 1151 305 1142 1112 731 381 515 490 461 424 413 355 292 163
is_linear=0
shrinkage=0.00396435


Tree=675
num_leaves=31
num_cat=0
split_feature=1 47 156 44 12 1 15 1375 484 1374 0 0 52 0 0 1 4 43 42 12 13 1 12 15 1429 16 1 151 151 16
split_gain=0.0463123 0.0444022 0.0451328 0.0460748 0.05148 0.0510204 0.0488409 0.0498032 0.0388165 0.038105 0.0641137 0.043171 0.0498469 0.0437278 0.047136 0.0359573 0.0313682 0.0333523 0.0305032 0.0327853 0.0299495 0.0339465 0.0373622 0.0299486 0.0292833 0.0324381 0.0367378 0.032418 0.0377774 0.0294414
threshold=0.094385000000000011 0.09252500000000001 0.11896500000000002 0.086480000000000015 0.091055000000000011 0.12958500000000003 0.024640000000000006 -0.43271999999999994 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.077944999999999987 0.086950000000000013 -0.082604999999999998 -0.084304999999999977 0.10956 0.22584000000000001 -0.00059999999999999995 0.092395000000000019 -0.099039999999999975 -0.057284999999999996 0.13026000000000001 0.092365000000000017 0.083935000000000023 0.084920000000000009 -0.11180499999999999 0.076710000000000014 -0.081989999999999993 -0.083559999999999982 -0.50763499999999995
decision_type=2 2 2 2 2 2 2 2 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 6 16 7 -2 -1 -10 -11 12 13 14 24 -8 -6 -18 19 -13 21 22 -3 -16 25 26 29 28 -27 -12
right_child=1 20 -4 -5 5 -7 15 -9 9 10 11 18 -14 -15 23 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0012153067204451703 -0.00048789867176037688 0.00054979735867427787 -0.00093695273832841567 -0.0011874914820342404 -0.0012442007969219653 0.0011452353025413675 -0.0010070076985045158 0.00099575035607034172 -0.0013584727505101023 0.00097413467964026083 0.00014193312733671795 -0.0013542803807608398 -0.0013008631827567088 -0.0012125103803004235 -0.0007607285045601543 0.0006266079317778793 -0.00073629884547933425 0.00082908447926392228 -0.00060028751751333277 0.00030480644743066052 -0.00051116632755689184 0.0011070228759058149 -0.00082531023325835002 0.00086119589587973762 0.00082731978606915234 -0.00064070043794625837 0.00071585383694928724 -0.0010821202528010438 0.0012419559471384027 -0.0013493378020603293
leaf_weight=0.066919616962877515 0.045445944379025605 0.069997605758544523 0.049245203033024154 0.032158007612451911 0.060253677514083392 0.044955416204174981 0.049243303477851441 0.41776108484918928 0.047130127484706352 0.089582315511506638 0.052541557128279237 0.022673507937724935 0.098499851087808565 0.080075450112872204 0.02548436864890391 0.048397929036582354 0.053360059799160808 0.045837694204237778 0.098226667577819171 0.44622288373329921 0.25671558336216549 0.053044847965793451 0.073252893578683143 0.10813211771073838 0.035277681189654686 0.067807036152771616 0.075153250518269488 0.1747527684915442 0.026995266081939695 0.044122459904428646
leaf_count=484 7 37 76 15 166 59 25 506 46 34 39 8 541 268 47 35 19 30 232 362 130 28 62 57 23 89 43 363 7 72
internal_value=0 0.000131557 0.000313532 0.000390757 0.000457079 -0.000121174 0.000667829 0.000850187 -0.00021246 -0.0001675 -0.00012867 -0.000201528 -0.000405158 -0.000277356 -0.000154651 -0.000197272 -0.000478223 -1.29603e-05 8.17126e-05 0.000224581 -0.000208548 0.000187218 -0.000153381 0.00055185 -0.0003527 -0.000447016 1.00108e-05 -0.00073833 -0.000104608 -0.00053876
internal_weight=0 1.29967 0.846658 0.797413 0.765255 0.204407 0.560848 0.463207 1.5596 1.49268 1.44555 1.35596 0.788842 0.690342 0.610267 0.0976412 0.159451 0.0991978 0.567123 0.468896 0.453011 0.196295 0.14325 0.133616 0.47665 0.441372 0.171817 0.269555 0.0948023 0.096664
internal_count=3910 1195 938 862 847 274 573 513 2715 2231 2185 2151 1549 1008 740 60 215 49 602 370 257 127 99 104 636 613 154 459 96 111
is_linear=0
shrinkage=0.00134594


Tree=676
num_leaves=31
num_cat=0
split_feature=31 2 123 15 1 159 50 3 50 403 403 403 52 4 43 3 132 376 15 4 50 39 49 453 16 160 133 132 13 13
split_gain=0.00958055 0.00994874 0.0126248 0.0120995 0.0284102 0.0168244 0.0140439 0.0148443 0.0121119 0.0179664 0.0143744 0.011016 0.0121828 0.0139759 0.0149378 0.0130484 0.0155277 0.0150149 0.0154542 0.0264428 0.0148354 0.0114717 0.0106778 0.0106216 0.0117688 0.0105303 0.0100127 0.0138417 0.0131488 0.0173642
threshold=-1.0000000180025095e-35 0.099015000000000006 0.086020000000000013 -0.11739999999999999 0.12446500000000001 0.09141500000000001 0.10119500000000002 -0.12817999999999996 0.10030500000000002 0.088015000000000024 0.086810000000000012 -1.0000000180025095e-35 0.10599500000000002 0.15045000000000003 -0.45516499999999999 -0.084129999999999996 0.085645000000000013 0.084595000000000017 -0.095799999999999982 -1.0000000180025095e-35 0.082725000000000007 0.16168500000000002 -0.085974999999999982 0.10963500000000002 -0.54165499999999989 0.31473500000000004 0.13493500000000003 0.079995000000000011 -0.089899999999999994 -0.5337599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 23 4 -2 6 7 -5 9 10 11 -9 13 14 -13 16 -16 18 19 -17 22 -14 -20 24 -3 26 27 28 29 -26
right_child=1 2 -4 5 -6 -7 -8 8 -10 -11 -12 12 21 -15 15 17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0038820542271171053 -0.0033761527641255474 0.0036818569049908781 0.0030740717554618201 0.0021307340009097575 0.0042943614260793064 -0.0030911530487194405 -0.0042935990948552126 -0.0030210344684067944 0.0041924817956075777 -0.0042941361272285528 0.0043322919045974198 0.003896005739382077 -0.0035242589258322869 0.0022296600815993623 -0.0035589535644362023 0.0019528990135579002 0.0021329092184163953 -0.0040472465971019573 -0.0018110794061928547 -0.0043039849759926134 -0.0042994307226641715 0.0043080467858072555 0.0014141256922661004 -0.003887423332521647 -0.0034379398279263842 0.0039336528579431958 -0.0042636806018544159 0.0026917112318876634 -0.00073129179674456595 0.0019498217401654487
leaf_weight=0.011252200918079214 0.056094180347230238 0.018362357560363307 0.03050303876466387 0.056969791195342512 0.010566270965682634 0.035652179087634295 0.014009552523702951 0.024849476134363502 0.011376743563232594 0.019757553352519608 0.013003608561120927 0.015749535385566449 0.028910990988549656 0.050800883014289866 0.041260653346853249 0.020553126943923417 0.011227068812331709 0.015904532094282331 0.021263923222249903 0.031499156318886778 0.010023866802157499 0.0039090393111109725 0.17018356223854958 0.011322292564727832 0.01278358023319015 0.013135400327087154 0.0097665536158046962 0.035196773550978833 0.21489520783970306 0.079617071178745391
leaf_count=113 207 52 146 110 49 214 307 657 4 189 3 9 171 23 197 19 20 12 27 38 59 1 339 15 11 37 78 91 570 142
internal_value=0 -9.79281e-05 0.000414182 -0.000426373 -0.00216031 -0.000232733 -5.11593e-05 5.74481e-05 -0.000183468 -0.000287423 -0.000115008 -0.000244634 -8.08686e-05 0.000131236 -0.000184467 -0.000384101 -0.00234147 -2.78332e-06 0.000250942 -0.00183342 0.000789459 -0.00259139 0.0010559 0.000208819 0.000329674 0.000161215 2.05442e-05 0.000142714 -0.000149241 0.00120443
internal_weight=0 1.08915 0.425582 0.663566 0.0666605 0.596905 0.561253 0.547244 0.490274 0.478897 0.459139 0.446136 0.421286 0.388466 0.337665 0.321916 0.0524877 0.269428 0.253524 0.0520523 0.201471 0.03282 0.191447 0.395079 0.383757 0.365395 0.352259 0.342493 0.307296 0.0924007
internal_count=3910 3797 1142 2655 256 2399 2185 1878 1768 1764 1575 1572 915 743 720 711 217 494 482 57 425 172 366 996 981 929 892 814 723 153
is_linear=0
shrinkage=0.00429114


Tree=677
num_leaves=31
num_cat=0
split_feature=1 133 151 47 1446 39 51 1373 47 52 133 42 50 41 150 12 43 42 52 158 4 0 457 52 13 0 48 51 2 4
split_gain=0.00904035 0.0127102 0.0132247 0.0121253 0.0115777 0.0124807 0.014981 0.0126039 0.0125862 0.0115346 0.0114393 0.0121371 0.0163708 0.0164421 0.0162846 0.0154781 0.0165526 0.0158306 0.0157682 0.0138721 0.0147693 0.0198342 0.015539 0.0153683 0.0135101 0.0112883 0.013098 0.017911 0.01723 0.0157228
threshold=0.087545000000000026 -0.09590499999999999 -0.090394999999999989 0.10323000000000002 0.091520000000000018 0.005105000000000001 -0.40274499999999996 0.09586500000000002 0.084695000000000006 -0.42985499999999993 0.10681500000000001 -0.09361499999999999 0.082310000000000008 0.078535000000000008 0.09202500000000001 0.099680000000000005 -0.17307499999999998 0.091955000000000023 0.10898500000000001 0.084965000000000027 -0.49837999999999999 -0.045139999999999993 -0.066264999999999991 0.086950000000000013 -0.26418499999999995 1.0000000180025095e-35 0.12675000000000003 0.13474500000000003 0.082715000000000025 -0.16401499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -2 11 -4 13 14 15 16 -13 18 19 20 -18 22 -22 -24 -17 26 28 -28 -11 -30
right_child=4 2 10 -5 -6 6 8 -9 -10 25 -12 12 -14 -15 -16 24 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0032548214876459906 -0.003254175539813334 -0.0025078579029008301 -0.0023667361162095328 0.0032059913335292256 -0.0032373530590302118 -0.0032575244174211896 0.0028780373304694963 -0.0032586694394933827 0.00036033502511338727 -0.00051050487816570015 -0.0019137530403469344 0.0029202575842624356 -0.0032561875787067741 -0.0030043667527110177 -0.0032053098344832194 0.0012799582753060647 -0.00325791446869025 -0.0032579870508283866 -0.0032588596154564742 -0.0022228918102321082 -0.0032576949201706946 0.0030951775046443517 0.0012769826539997112 -0.002638637158406319 -0.0028623116741977872 0.0022864602712060647 -0.0030763717257852692 0.00075429015140998342 -0.0025873356394847586 0.0011112198643842442
leaf_weight=0.025264471958649892 0.010214210156732406 0.025621120626567517 0.020704121844943302 0.0034975771079643883 0.010009148740493856 0.006795453573431586 0.047304927508889705 0.011662284738122253 0.037766108926916786 0.15503123386127982 0.033893772485527052 0.036228080349246738 0.014006735272801052 0.014993188055541395 0.012252565161816165 0.012929316493682563 0.0078809669221300283 0.010930808245262824 0.0099891460631624795 0.014020521690071064 0.0097105502296699342 0.048798962525324896 0.14192623477794086 0.011457313554217308 0.023398211153789816 0.026841670940939366 0.02966371360616904 0.022856897907331586 0.012896698397526052 0.21179161812267466
leaf_count=364 161 138 181 7 54 9 293 23 61 547 380 21 245 48 46 4 28 81 99 68 43 25 334 103 77 98 39 16 19 298
internal_value=0 -0.000373374 -0.000239045 -0.00246916 0.000230191 0.000290781 0.00138916 8.09819e-05 0.00176034 0.000163974 -0.000101662 5.61346e-05 0.000192255 0.000328501 0.000475679 0.000613491 0.000863405 0.000570858 0.000742536 0.000913501 0.00111359 0.00127618 0.000731919 0.000984497 -0.00138804 0.000240025 0.000112944 -0.00140927 0.000323488 0.00089893
internal_weight=0 0.477504 0.448742 0.028762 0.582834 0.572825 0.0918665 0.480958 0.085071 0.469296 0.42312 0.389227 0.368523 0.354516 0.339523 0.32727 0.290943 0.254715 0.243784 0.233795 0.219774 0.211893 0.163094 0.153384 0.0363275 0.459082 0.43224 0.0525206 0.37972 0.224688
internal_count=3910 2292 1921 371 1618 1564 363 1201 354 1178 1783 1403 1222 977 929 883 802 781 700 601 533 505 480 437 81 1017 919 55 864 317
is_linear=0
shrinkage=0.00325215


Tree=678
num_leaves=31
num_cat=0
split_feature=1426 4 11 48 128 1 1374 1374 49 49 0 51 484 0 0 0 0 1429 16 15 4 151 15 42 13 4 49 3 42 0
split_gain=0.00911204 0.0104576 0.0121437 0.0139141 0.0109955 0.0114177 0.014788 0.0123315 0.0122076 0.0227078 0.0125139 0.0128749 0.0116974 0.0140974 0.012076 0.0164618 0.0138912 0.0132016 0.01164 0.0128148 0.0148689 0.0161142 0.0151864 0.0112059 0.0124857 0.017501 0.0107682 0.0106538 0.0119326 0.012697
threshold=-1.0000000180025095e-35 0.50657000000000008 0.088160000000000002 -1.0000000180025095e-35 0.11637500000000002 0.094385000000000011 -0.094679999999999986 0.090240000000000015 -0.045004999999999996 -0.006494999999999999 -0.10783 0.085845000000000019 -0.065229999999999996 -0.23029999999999998 -0.077944999999999987 -0.082604999999999998 -0.084304999999999977 0.084920000000000009 -0.50763499999999995 0.083185000000000023 -0.077679999999999985 -0.024429999999999997 -0.089594999999999994 0.092395000000000019 0.41346500000000003 0.15045000000000003 -0.24167999999999998 -0.115685 0.091230000000000019 0.18055000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 26 -12 -8 -14 15 16 17 18 -15 20 -20 22 -22 27 25 -25 -7 -16 29 -29
right_child=1 -3 3 -5 -6 7 12 -9 9 -11 11 -13 13 14 23 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0038329290597193741 -0.0038235974597041946 0.0024134538137368221 0.0027171382856137367 -0.0029170757910736999 -0.0038257044784425136 -0.00049473849144521969 -0.0038148581022935026 -0.0029087331209031843 -0.0029201971015030805 0.00067677145811093748 -0.0023913925731502052 0.0034933588777434502 0.0022176331493355458 0.0010028806365433322 0.0019739346004776022 -0.0034488656847462577 0.0012098601534318097 0.0028562186397430352 0.0017565365754042635 -0.0038159362948226578 0.0010351207704495926 -0.0033863096449184417 -0.0038136837198090193 -0.0038208267770787779 0.0038315150095806438 0.0031980879841977828 0.0033022283087199389 -0.00082346621898221064 0.0036706662885232122 0.0038273416853105381
leaf_weight=0.0091489842849340475 0.016623350378722423 0.025146285077994435 0.0076260066125541917 0.038457425066098949 0.010679042429444507 0.013172595620744687 0.012518467472403816 0.014173600311551127 0.02862763095754417 0.23195972803512177 0.016767851778922704 0.0079607624404616217 0.035878147152288764 0.028527010722200319 0.069854904711974086 0.030067844219161088 0.055741454895837705 0.012320210071550264 0.021895150404247832 0.031387546611853168 0.0362290013385973 0.04465957797765463 0.012654102227656838 0.025404424295601302 0.0054780812934041015 0.0064717594777903278 0.061361738851928749 0.087837189543507055 0.011896184041688684 0.0094387408171314746
leaf_count=79 46 212 8 105 65 12 391 28 46 505 79 51 39 62 62 411 166 37 47 337 52 351 74 237 1 3 107 287 6 4
internal_value=0 -1.30493e-05 -7.49539e-05 -0.00198471 1.8713e-05 6.29098e-05 -0.000283926 0.000577458 0.00071477 0.000281615 0.0018519 -0.000496943 -0.000174608 -8.793e-05 -0.000256792 -0.000788951 -0.000460384 -0.000956471 -0.00122435 -0.00165708 -0.00107009 -0.00173171 -0.000220063 0.000415798 -0.00148254 -0.00239579 0.00263118 0.00081189 6.83439e-05 -0.000372196
internal_weight=0 1.01082 0.98567 0.0460834 0.939586 0.928907 0.554883 0.374024 0.35985 0.260587 0.0992629 0.0247286 0.53826 0.525741 0.489863 0.273482 0.243414 0.187673 0.175352 0.146825 0.115438 0.0935427 0.0488831 0.216381 0.0373543 0.0318762 0.0745343 0.179027 0.109172 0.0972759
internal_count=3910 3831 3619 113 3506 3441 2613 828 800 551 249 130 2567 2176 2137 1537 1126 960 923 861 524 477 126 600 241 240 119 359 297 291
is_linear=0
shrinkage=0.00381041


Tree=679
num_leaves=31
num_cat=0
split_feature=1 42 0 4 52 42 52 49 3 0 12 12 1 15 457 0 43 34 484 151 133 15 484 403 39 48 50 0 38 51
split_gain=0.0280279 0.026018 0.0302884 0.0532286 0.0343662 0.0304672 0.0300413 0.0290882 0.0297747 0.0276345 0.0347077 0.0367978 0.0363935 0.0293073 0.030147 0.025993 0.0278464 0.0257151 0.024877 0.0243066 0.0239042 0.023484 0.0225587 0.0222496 0.0211839 0.0275042 0.0427193 0.0365365 0.02564 0.0266411
threshold=0.10113500000000002 0.091955000000000023 0.047345000000000005 -0.49837999999999999 -0.11051499999999999 0.091735000000000025 0.10433000000000002 -0.085974999999999982 0.090325000000000003 -0.060094999999999989 0.086935000000000012 0.086765000000000023 0.08844500000000001 0.084050000000000014 0.087195000000000009 -0.017269999999999997 -0.27619499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087190000000000017 -0.0056849999999999991 -0.095799999999999982 0.086130000000000026 0.03138500000000001 0.005105000000000001 0.11930500000000001 0.11551000000000002 -0.053834999999999994 0.13905500000000001 -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 2 4 6 5 -1 -4 19 9 10 11 13 -12 14 17 16 -2 -9 -19 -6 22 -10 -20 -14 25 26 27 -18 29 -26
right_child=15 -3 3 -5 7 -7 -8 8 21 -11 12 -13 23 -15 -16 -17 24 18 20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0011968964969317291 -0.0011781366354522605 -0.00076485304456719045 -0.0013685084076206534 0.00081293511959176291 -0.0012706301947070921 0.0013861319011007154 0.00068668651376546208 -0.0012857292529212189 -0.00031760792965347489 0.00070247713452701026 -0.001374341488143028 0.0013066297693283392 -0.00096024157802010186 -0.0013751678366960818 -0.001274452228577192 0.00089361209904534539 0.00045068094392872329 -0.0013749993883310052 -0.0013745357367369751 0.00020298387407563027 0.00050126704226417362 0.00089283549576210262 0.0012578506935581441 0.0009550222419123617 -0.0013751728217364209 -0.00053237516040296941 -0.0013764445304260688 -0.00087576761308465992 -0.0013772734418241981 0.0011750492890409661
leaf_weight=0.093212556665548618 0.031818270668736659 0.12418587990543972 0.041637921759047458 0.1483955679977953 0.068311201847791381 0.0094820084050297737 0.019769632184761576 0.023421356034305063 0.042893241501587909 0.062562501054799435 0.089135045074272057 0.03417067987493283 0.020203135792826288 0.035136868330937432 0.034063632151628553 0.0819892218055428 0.36870681927939586 0.017295577872801005 0.025631214319560058 0.030522912727747098 0.20988427149757172 0.10215557699984856 0.0080668720693211071 0.026331520858548174 0.0085072237998247147 0.1262002303119516 0.030400306823139545 0.043785909345388063 0.0099826101213693619 0.083492590987134463
leaf_count=339 18 585 60 69 74 1 7 28 28 36 737 23 144 271 42 230 310 111 89 29 173 47 9 21 8 75 48 67 4 227
internal_value=0 -0.000168069 -0.000103189 0.000368105 -0.000209227 -0.0009584 -0.000706856 -0.000116509 -2.19921e-05 -0.000159856 -0.000262943 -5.37934e-05 -0.00086058 -0.000185297 -5.39744e-05 0.000162105 7.67777e-05 9.22585e-05 0.000215973 -0.000815534 0.00032894 0.000534888 -0.000744378 0.000123506 0.000136278 3.30221e-05 0.000194129 0.000309879 0.000712478 0.00093923
internal_weight=0 1.26647 1.14228 0.209803 0.93248 0.102695 0.0614076 0.829786 0.730951 0.585903 0.52334 0.38767 0.13567 0.3535 0.318363 0.784883 0.702894 0.284299 0.260878 0.0988341 0.243582 0.145049 0.0336981 0.0465347 0.671076 0.569093 0.442893 0.412493 0.101982 0.0919998
internal_count=3910 2923 2338 136 2202 340 67 1862 1759 1684 1648 746 902 723 452 987 757 410 382 103 271 75 98 165 739 500 425 377 239 235
is_linear=0
shrinkage=0.00137286


Tree=680
num_leaves=31
num_cat=0
split_feature=1 0 14 42 3 42 123 4 13 11 48 147 52 16 124 48 51 2 1456 133 42 52 16 42 0 11 4 0 49 47
split_gain=0.0424493 0.034015 0.0327827 0.0300673 0.0343024 0.0360721 0.0427516 0.0293396 0.0378324 0.0287628 0.0311619 0.033131 0.0374481 0.0345007 0.0412733 0.0338176 0.055015 0.0364968 0.0321346 0.0293959 0.0257622 0.0269579 0.0255453 0.0314523 0.0255265 0.0251276 0.0221118 0.0268513 0.0461974 0.0345578
threshold=0.10386500000000001 -1.0000000180025095e-35 0.077685000000000018 0.091955000000000023 -0.15464999999999998 -0.09602999999999999 1.0000000180025095e-35 0.11205000000000001 0.41346500000000003 0.088315000000000018 -0.088799999999999976 1.0000000180025095e-35 0.28122000000000008 0.050115000000000007 -0.50873999999999986 0.12862000000000004 0.12900500000000004 0.10362500000000001 0.068470000000000017 -1.0000000180025095e-35 0.091485000000000025 -0.22901999999999997 0.67964000000000013 0.10056500000000002 -0.10303999999999998 0.080705000000000013 -0.51381999999999983 0.047345000000000005 -0.085974999999999982 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 25 -6 20 8 -5 10 -2 12 13 14 -12 17 -17 19 -19 -16 21 -7 23 -15 -21 -1 -23 28 -28 -30
right_child=1 -3 -4 7 5 6 -8 -9 -10 -11 11 -13 -14 22 15 16 -18 18 -20 24 -22 26 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00093056460222401549 -0.00081187331058060167 0.0010325978501586194 -0.0012216402605333149 -0.001197602598881088 -0.0010740471804824331 -0.0010359369766476643 0.00083304029812415802 0.00019712520713890646 0.0012321526015206096 -0.00061095263840521931 -0.0012235856989235685 0.0010501702509011592 -0.00087085027957057659 -0.00076048715936511031 -0.00083607034595878198 -0.00090582650625709157 0.0009563318209166317 0.0011612100334037708 -0.00042058440769941838 0.00083242383610537178 0.0009723090277144723 -0.0012250912762490306 0.00084410479681894138 0.00050616930996882513 -0.00055184810298937611 -0.00029808354706098688 -0.00089351885255019227 0.00045882734944790185 -6.1300343292334322e-06 -0.0012213196382943946
leaf_weight=0.081832078321894985 0.04490761089255102 0.063249370901303226 0.042009472119388991 0.10130827682382904 0.057447665961262717 0.051476562658535285 0.070871404695935669 0.044932943415915361 0.010511479340493679 0.075776179539388977 0.021960834274068475 0.067235212638479425 0.049233939507757896 0.10987624242443417 0.032104409190651495 0.057684923427586909 0.039876204959000461 0.18314624044251104 0.021306904396624304 0.080924486468575196 0.029883900873755809 0.026754063000225203 0.028000299775158055 0.039644590633542975 0.026208609443528985 0.035454529725029715 0.11515277251055456 0.11243681281484896 0.72087389070338959 0.036541286482815849
leaf_count=43 26 173 109 535 243 179 73 43 1 40 7 69 52 115 23 24 23 196 7 25 27 24 21 25 69 47 90 61 1431 109
internal_value=0 0.00016917 -0.000159556 -0.000129721 -7.05724e-05 -0.000131041 -8.45e-05 -0.000634872 -0.000969196 0.000106962 0.000174784 0.0002333 0.000153699 0.000232425 0.000407545 0.000488726 -0.000144706 0.000668533 0.000996365 0.000187153 -0.000143988 -0.000175363 -0.000224522 -0.00042464 0.000493781 0.000559157 -0.000131579 -0.000101877 -0.000174128 -6.47565e-05
internal_weight=0 0.941136 1.53749 1.49548 1.33872 1.22144 1.16399 0.156753 0.11182 0.877887 0.802111 0.757203 0.689968 0.640734 0.463213 0.441252 0.0975611 0.343691 0.204453 0.139238 1.09312 1.06324 0.177521 0.149521 0.107133 0.117287 1.01176 0.985005 0.872568 0.757415
internal_count=3910 895 3015 2906 2327 2237 1994 579 536 722 682 656 587 535 374 367 47 320 203 117 1921 1894 161 140 94 90 1715 1691 1630 1540
is_linear=0
shrinkage=0.00121906


Tree=681
num_leaves=31
num_cat=0
split_feature=2 1446 123 151 16 159 0 1 15 128 16 160 4 0 43 40 13 47 12 3 150 4 1 2 457 16 0 484 15 12
split_gain=0.0310844 0.0310378 0.0356112 0.0283985 0.0267146 0.0264966 0.0298904 0.0339282 0.0342203 0.0303182 0.036856 0.02795 0.0381652 0.0269114 0.0276645 0.0262633 0.0331912 0.0247392 0.0243118 0.0291709 0.0237859 0.0308565 0.0304343 0.0297837 0.0270846 0.031369 0.0333829 0.0249767 0.0264772 0.0265503
threshold=0.099015000000000006 0.091660000000000005 1.0000000180025095e-35 -0.40391999999999995 -0.54165499999999989 0.10497500000000001 -0.069794999999999982 0.12646500000000002 -0.11739999999999999 0.082695000000000005 0.064860000000000015 -0.23073999999999997 0.24280000000000004 -0.052874999999999998 -0.52334499999999984 0.057150000000000006 -0.41810499999999995 0.09252500000000001 0.10129000000000001 0.099570000000000006 0.086420000000000011 0.0057500000000000008 1.0000000180025095e-35 -0.018734999999999998 0.084715000000000013 -0.083564999999999987 -0.084074999999999997 -0.0043499999999999988 0.083185000000000023 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 8 -1 10 -8 -10 17 -12 -15 16 -16 18 19 20 22 -22 24 -24 25 26 -13 -25 -29 -30
right_child=1 -3 -4 4 -6 -7 9 -9 11 -11 13 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 23 27 -26 -27 -28 28 29 -31
leaf_value=-0.00090479227379951092 -0.0010015926104515243 -0.0011393067430191816 0.00082435031983565899 0.0010949353247098753 8.7746225030376409e-05 -0.00091393468047524032 0.00072117262975826058 0.0011523818693728585 -0.0011528056747513778 -0.0011145803186857455 0.00059555657661026031 -0.00073888191861990837 0.00075889839843290812 0.0010289894127953568 0.00071082639946245185 0.00061924397293742074 -0.00098046957739668567 -0.0011513056182462064 -0.0011542305585007192 0.00096100159759130528 -0.0011506173073383222 0.00013120241692156492 -0.0010738724022738499 -0.0011514168435148653 0.00038705105610648683 -0.001150541914876783 0.00056139655355774373 0.00060902331310203669 -0.00064710130451656905 0.00085492088986983191
leaf_weight=0.093570773398710116 0.030055264440306928 0.024319696373140687 0.099184051638076198 0.036557348372298293 0.70363905730778231 0.055257183818866795 0.13673232326436868 0.023464791202968627 0.036607973525633497 0.022738130257494049 0.062633346773509402 0.06039978936235002 0.059459866570250597 0.018316561239771545 0.01827407386736013 0.023906129878014326 0.094467661150702043 0.034255057143127488 0.030484655954296613 0.03222601627203403 0.064633790887455689 0.040193841435211652 0.022912358519533882 0.014994555599059822 0.048646237371940515 0.074423490798835701 0.045823089154509944 0.18286767414247151 0.052535787204533335 0.022047061599550943
leaf_count=195 27 55 172 47 845 190 172 41 217 28 33 298 33 3 5 5 113 86 86 13 141 15 46 68 34 551 74 76 229 12
internal_value=0 0.000140666 0.000176469 9.30429e-05 0.00013749 -0.000134645 -0.000101939 -0.00021159 -0.000246527 0.00017128 0.000253796 -0.000171642 -0.000125938 -3.98901e-05 -0.000296724 -0.000474426 -0.000706331 -0.000198363 -0.000151203 -0.000104994 -0.000159567 -0.000659132 -5.9752e-05 0.000184025 -0.000373768 -0.000578648 -0.00017796 0.000289813 0.000373754 -0.000203096
internal_weight=0 0.893755 0.869436 0.770252 0.740196 1.37187 1.31662 0.939547 0.916082 0.377068 0.35433 0.822511 0.785903 0.217598 0.154964 0.136648 0.112742 0.726443 0.692188 0.661704 0.629478 0.104828 0.52465 0.295357 0.229293 0.180646 0.106223 0.272445 0.257451 0.0745828
internal_count=3910 1146 1091 919 892 2764 2574 2215 2174 359 331 1979 1762 159 126 123 118 1729 1643 1557 1544 156 1388 431 957 923 372 385 317 241
is_linear=0
shrinkage=0.00114875


Tree=682
num_leaves=31
num_cat=0
split_feature=1 2 0 42 133 4 52 52 52 132 132 38 12 2 16 150 150 1374 42 160 1375 0 16 4 43 157 4 457 3 403
split_gain=0.0311162 0.0408832 0.0374853 0.0409955 0.0342465 0.033681 0.0463671 0.0315806 0.0363616 0.0292495 0.0290321 0.0290308 0.039795 0.0355089 0.0351488 0.0511882 0.0390196 0.0334535 0.0328487 0.0313991 0.0312229 0.029344 0.0291026 0.0284317 0.0279892 0.0272714 0.0346544 0.0252465 0.0283468 0.0376289
threshold=0.087545000000000026 0.14808000000000002 -0.060094999999999989 0.092635000000000009 -0.090054999999999982 -0.49837999999999999 0.10433000000000002 0.086950000000000013 -0.11051499999999999 0.085645000000000013 0.093105000000000007 0.11976000000000002 -1.0000000180025095e-35 0.094825000000000007 -0.069144999999999984 -0.081029999999999977 -1.0000000180025095e-35 0.090240000000000015 -0.10770999999999999 -1.0000000180025095e-35 -0.43271999999999994 -0.017269999999999997 0.67964000000000013 -0.17479499999999998 -0.52334499999999984 -0.074309999999999987 -0.0072799999999999991 -0.066264999999999991 -0.089974999999999986 -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 11 4 5 -1 6 -4 8 10 27 -6 12 13 21 16 -16 -14 18 -18 -20 -21 -2 25 -9 -5 26 -17 -10 -29 -30
right_child=1 -3 3 24 7 -7 -8 23 9 -11 -12 -13 14 -15 15 22 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0011280115538331026 -0.0001989192793178246 0.00090899201672085838 -0.0011327315943086601 0.00075189845152051128 -0.0011295942982754968 0.00048326652026358112 0.00062682936030004097 0.0011351220902442642 -0.0011293693950754308 -0.0011280391384201015 0.00046594161938021849 -0.0011113687006281887 -0.00070516317222429686 0.00092376287293071031 0.00093284684063938577 -0.00051994229049903814 -0.0010026112213346412 -0.0010601994751591936 -0.00047873495968473714 -0.0003138512278179323 0.00054248510994043869 0.0011300444062850887 0.00086301637076311322 -0.0011285747686849074 -0.0011321255483578421 -0.00065885625118864972 0.00094327187718137211 -0.00047702522817280173 -0.0011272258128017874 0.00037673383981376933
leaf_weight=0.063843687727967335 0.1064105734021723 0.070020659371948457 0.044076657871300995 0.012612764141522348 0.072634663021972301 0.23204458173768239 0.033382001100108027 0.0077769276686012736 0.021935950002898608 0.028748921895157764 0.01806185792247561 0.027861943672178202 0.064668143531889655 0.11279664372887055 0.039254885512491122 0.051171663063541928 0.024359847905543575 0.024852725109667517 0.053906024983007228 0.062268981862871442 0.40692660674062575 0.02627794716045162 0.021316110127372667 0.074013841979649442 0.048310316694823996 0.28295444367381684 0.034285718682440014 0.08203851465873413 0.022761927703186302 0.28913819095350846
leaf_count=374 135 140 59 3 240 103 11 1 82 107 14 11 43 149 22 95 15 16 67 9 363 72 10 561 87 439 32 130 210 310
internal_value=0 7.00755e-05 -0.000185938 0.000102388 -0.000342781 0.000268615 -0.000374422 -0.000261545 -0.000161959 -2.93908e-05 -0.00081185 2.62161e-05 5.03842e-05 0.000459195 -4.37623e-05 -0.000292965 0.000124066 0.000217764 0.000275779 0.000335311 0.000428837 6.42718e-05 -0.000416433 -0.000913335 -0.00074208 -0.000490462 6.7103e-05 4.65575e-05 0.000112037 0.000266977
internal_weight=0 1.40933 1.05138 0.370426 0.680954 0.309503 0.0774587 0.617111 0.53532 0.444624 0.0906965 1.33931 1.31145 0.245485 1.06597 0.428983 0.636982 0.572314 0.547461 0.523102 0.469196 0.132689 0.389728 0.0817908 0.0609231 0.368412 0.0854574 0.415875 0.393939 0.3119
internal_count=3910 1618 2292 263 2029 173 70 1655 1093 839 254 1478 1467 356 1111 598 513 470 454 439 372 207 576 562 90 566 127 732 650 520
is_linear=0
shrinkage=0.00112622


Tree=683
num_leaves=31
num_cat=0
split_feature=158 9 1348 14 3 38 375 124 1365 39 42 132 376 48 51 1 0 47 43 160 47 3 50 52 49 51 51 51 40 13
split_gain=0.00897103 0.0102421 0.00893501 0.0150191 0.00905802 0.0227608 0.00993323 0.013996 0.0152315 0.0110371 0.0148117 0.0232963 0.0148062 0.011617 0.0163121 0.0161455 0.0187064 0.0138226 0.0143421 0.0133319 0.0127461 0.0137465 0.0130612 0.0116073 0.0124615 0.0124381 0.0140649 0.0132854 0.0115441 0.0143575
threshold=0.11034000000000001 -0.016839999999999997 0.094400000000000012 0.078275000000000025 0.30601500000000009 0.13790500000000003 0.087245000000000017 -0.080429999999999988 1.0000000180025095e-35 0.13419 -0.10770999999999999 0.080815000000000012 0.088415000000000007 0.12649500000000002 0.13741000000000003 0.10113500000000002 -0.17106499999999999 0.13206500000000002 -0.074254999999999988 -0.081669999999999979 0.082465000000000024 0.090325000000000003 0.12454000000000001 0.11401500000000002 0.082865000000000008 -0.10748999999999999 -0.09021499999999999 -0.082979999999999984 -1.0000000180025095e-35 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 13 15 -15 23 -17 18 19 -18 21 22 -20 25 -25 -12 -27 -28 -29 -30
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 12 -13 -14 14 -16 16 17 -19 20 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=0.0029540760922151616 -0.0024811948825607393 0.0015721328751182925 0.0028133359815414377 -0.0023395824257680859 0.0029473801496006343 -0.0029504435355652918 -0.0026571905449028245 -0.0029549823308416064 -0.0029493192008637212 0.0020173509987308842 -0.0029470835827232985 0.0025563162798214857 0.002954627940358041 -0.0029561258744155543 0.00022743654221421184 0.002442817934329055 -0.0015744750437723947 -0.0029530256695958932 0.0022631585755262329 0.0022032387981153539 -0.0021707382964869654 -0.00092280724849088834 -0.0029490630220310528 -0.0029497157225224766 0.0010030939589981164 0.0023641650275208629 -0.0026677098434696321 -0.002878810024601761 0.0010829344812314438 -0.00024800501913714378
leaf_weight=0.010036502790285229 0.012873656407549672 0.045445892243833108 0.009459566994337254 0.024527965934112217 0.023967542186937862 0.0074395759729668489 0.012582669669313873 0.032649613183025061 0.016025427765214317 0.021816577497702383 0.013247944828208014 0.0083580345999507699 0.014287772872194182 0.027962222104349621 0.027895531584817945 0.043256364028820826 0.0096189519840663706 0.010796099531944492 0.033253523453254275 0.051510883994296819 0.022239980854692476 0.036418636729649734 0.0047696690610337092 0.025635638446203757 0.0094783495997603495 0.02000576075360494 0.017610080725944166 0.012260677195626735 0.087978090976832513 0.35044448975205211
leaf_count=118 167 137 28 108 132 6 34 174 63 45 161 20 30 48 25 52 30 15 153 90 41 36 13 310 77 56 107 35 89 1510
internal_value=0 -6.99768e-06 -3.61069e-05 -6.27553e-05 -6.17131e-06 0.00155033 -5.73306e-05 -2.26388e-05 -0.00010339 -5.16515e-05 -0.000104158 -0.00183169 -1.76249e-05 -7.04193e-05 -0.00136625 2.62801e-05 0.000714796 0.000271472 0.000492064 0.0016088 -0.000214028 0.000370552 0.00160933 -0.000245534 -0.00188273 -0.000130911 -5.45062e-05 -0.000157833 -5.97618e-05 1.90741e-05
internal_weight=0 1.03098 1.02094 1.01148 0.986956 0.0314071 0.955549 0.942966 0.89752 0.881495 0.859678 0.0410076 0.818671 0.804383 0.0558578 0.748525 0.211864 0.168608 0.157812 0.0611298 0.0966818 0.0744418 0.0380232 0.536661 0.035114 0.501547 0.488299 0.468293 0.450683 0.438423
internal_count=3910 3743 3625 3597 3489 138 3351 3317 3180 3117 3072 194 2878 2848 73 2775 430 378 363 120 243 202 166 2345 387 1958 1797 1741 1634 1599
is_linear=0
shrinkage=0.00294557


Tree=684
num_leaves=31
num_cat=0
split_feature=1213 475 403 132 129 13 52 133 0 1 160 150 133 474 4 453 4 42 123 15 457 47 158 47 52 52 151 13 12 159
split_gain=0.00882343 0.0100127 0.00942967 0.0104243 0.0152576 0.0148818 0.012987 0.0121281 0.0113318 0.0187437 0.0112391 0.0164026 0.0185041 0.0158828 0.0146864 0.0123143 0.0170558 0.0171569 0.0189576 0.0170203 0.0141325 0.0129996 0.0119443 0.0116865 0.0153933 0.0158692 0.0148078 0.0148366 0.0116854 0.011363
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 0.079995000000000011 0.08956500000000002 -0.080814999999999984 -0.42985499999999993 -0.26719999999999994 -0.07773999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.053939999999999995 -0.031394999999999992 0.084655000000000022 0.51314000000000015 1.0000000180025095e-35 0.25367000000000006 -0.089744999999999978 1.0000000180025095e-35 -0.095799999999999982 -0.070739999999999983 0.11861000000000001 0.085410000000000014 1.0000000180025095e-35 -0.24084499999999998 0.11588000000000002 -0.083919999999999981 0.16421000000000002 -1.0000000180025095e-35 0.089285000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -13 14 28 16 17 -12 19 -19 -18 -22 23 24 -21 26 -26 -28 -14 -15
right_child=2 -3 3 5 -6 8 7 10 -10 -11 15 12 13 29 -16 -17 20 18 -20 22 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0036656939088071665 -0.0023565360660506313 -0.0029655413535248586 -0.0031345148690735056 -0.0015181870847483109 -0.0034484905469881347 -0.0036668398279004885 -0.0031323835986608543 0.0018363549188683602 0.0033039551262164374 0.0035984047962053624 -0.0021923762522952544 0.0026103970327356644 6.0100307289623401e-06 -0.0020610848709418498 0.0036693164398122636 -0.0020731340376762631 -0.0030040973631062914 -0.001671820346831281 0.0036241104661839823 -0.0023230427489155919 0.0029847698979108498 -0.00043914939194441638 -0.0025133724552459246 0.0025200080590324163 -0.0023316460143561132 -0.0027356718070040411 0.0012871178255002319 -0.001393467026425785 -0.0035868758964117237 0.0018217109572573513
leaf_weight=0.0035088070435449472 0.022027629367187274 0.023577138534989217 0.017145549115127778 0.018646052550138847 0.017344671480543639 0.0097300756159484081 0.015425364731072477 0.028691480120585311 0.041274987205724756 0.0093310081156232627 0.037137729969117572 0.015273616801607659 0.014878464876346698 0.0173484720299939 0.0047971611038519759 0.026688955158306271 0.0073652037826832375 0.055674911613550648 0.023155325907964652 0.02572337821709425 0.07146248718345305 0.018783358318614773 0.017092208727149227 0.038904913112446593 0.01894627877095445 0.017917169494580776 0.26591416916483013 0.030916190461766746 0.066026431703278377 0.02422993420725561
leaf_count=4 451 588 311 106 120 42 169 41 81 25 56 57 32 118 37 51 4 88 103 27 229 20 71 31 32 56 313 36 523 88
internal_value=0 -0.00210651 1.25905e-05 6.71886e-05 -4.76026e-05 0.00134158 2.10272e-05 8.52562e-05 0.00222535 -0.000110271 0.000145278 -0.000690212 -0.00119873 -0.00165582 -0.00255696 0.000363484 0.000466872 0.00020839 0.000388785 0.00022976 0.00187402 0.00227213 0.000484614 0.00061326 0.000406865 0.000617304 0.000807552 0.00100792 -0.00292614 0.000201625
internal_weight=0 0.0270859 0.977853 0.955826 0.876843 0.0789821 0.859499 0.842353 0.0603361 0.0190611 0.826928 0.171246 0.142554 0.12728 0.0857021 0.655682 0.628993 0.531382 0.494245 0.471089 0.097611 0.0902458 0.415414 0.398322 0.359417 0.333694 0.315777 0.29683 0.0809049 0.0415784
internal_count=3910 592 3318 2867 2613 254 2493 2182 148 67 2013 896 855 798 592 1117 1066 813 757 654 253 249 566 495 464 437 381 349 555 206
is_linear=0
shrinkage=0.00366245


Tree=685
num_leaves=31
num_cat=0
split_feature=1 14 0 47 38 52 48 3 51 156 2 12 0 16 151 50 51 51 42 124 158 157 42 3 43 34 454 49 3 1213
split_gain=0.0424474 0.0451464 0.0428069 0.0393234 0.0413184 0.0389463 0.0372604 0.0379379 0.0352923 0.036475 0.0532269 0.0373455 0.0407914 0.0505937 0.0339687 0.0318993 0.0391876 0.0409375 0.0408135 0.0346207 0.0397949 0.0438841 0.0418393 0.047733 0.0410776 0.0341155 0.0349508 0.0405432 0.0409472 0.0386422
threshold=0.10386500000000001 0.077685000000000018 -0.017269999999999997 0.13177500000000003 0.13790500000000003 0.12897500000000003 -0.088799999999999976 0.30601500000000009 0.12342500000000002 0.11896500000000002 0.10457000000000001 0.097345000000000015 -0.10303999999999998 0.51388000000000011 -0.40391999999999995 0.10119500000000002 -0.10748999999999999 -0.09021499999999999 -1.0000000180025095e-35 -0.027784999999999997 0.085110000000000005 -0.082189999999999999 0.091955000000000023 -0.16059999999999997 -0.11652999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085974999999999982 -0.082139999999999977 -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 15 3 4 6 -5 -2 8 9 10 11 -8 -13 -14 -12 16 -1 -18 -19 -20 21 -21 23 -23 -24 -25 -27 28 -28 -29
right_child=2 -3 -4 5 -6 -7 7 -9 -10 -11 14 12 13 -15 -16 -17 17 18 19 20 -22 22 24 25 -26 26 27 29 -30 -31
leaf_value=-0.001006480105884097 -0.00080246015095733817 -0.0012975997846997897 0.00096898973792605919 -0.0011860185405882617 -0.0013009229669373272 0.00021308280590840963 -0.00051642962563511869 0.0012958756228841823 -0.00057849466267508335 -0.00080537033852023053 -0.00094696632015314817 0.0013009111708985614 -0.0011286433610319976 0.00082244948136119976 0.00098893123299723627 -0.0010762164069078694 0.0008890995575119991 -0.00058366169473077136 0.00086630484895246392 -0.001297315928987209 -0.0010045907606169113 0.0012863064191982905 0.00019743779006938577 -0.0011532657858216765 -0.0012349559813195792 -0.0012980019006009033 8.7901706589120612e-05 -0.0012959159850553963 -0.0011985314761574517 0.00032779585710049483
leaf_weight=0.07547030343539507 0.052331837923702551 0.056567132452982949 0.10062028366792197 0.075015431568317581 0.029869156656786799 0.059876199149584863 0.11523905964713776 0.061936862912261859 0.078235842560388846 0.042342002168879844 0.016201307909796014 0.058926053621689789 0.041603721572755603 0.047797314422496129 0.23815474008733872 0.057106811029598137 0.073721878967717092 0.24478796096059285 0.071422100261770427 0.04251428753377684 0.070430570125608827 0.05619128254329453 0.057841012085191323 0.037272493413183505 0.079643467224513986 0.028743533208398397 0.10586207507549261 0.025350386439640271 0.068014741218574981 0.75793635034506601
leaf_count=229 26 109 203 38 7 23 133 115 44 18 12 9 37 8 222 360 82 782 58 129 162 25 33 30 327 47 39 134 36 433
internal_value=0 -0.000159125 0.000167967 8.01239e-05 0.000191311 -0.00056498 0.000250521 0.000329193 0.000235421 0.000349077 0.000443457 3.60434e-05 0.000465274 -8.55123e-05 0.000865623 -0.000124357 -9.40779e-05 -5.40372e-05 -9.62786e-05 -1.11347e-05 -5.8261e-05 -5.33728e-06 3.98017e-05 0.000125415 -0.000632334 6.16606e-05 0.000107591 0.000149801 -0.000415308 0.000275246
internal_weight=0 1.90888 1.01815 0.91753 0.782638 0.134892 0.752769 0.700437 0.6385 0.560264 0.517922 0.263566 0.148327 0.089401 0.254356 1.85231 1.7952 1.71973 1.64601 1.40122 1.3298 1.25937 1.21686 1.07937 0.137484 1.02318 0.985907 0.957164 0.173877 0.783287
internal_count=3910 3015 895 692 631 61 624 598 483 439 421 187 54 45 234 2906 2546 2317 2235 1453 1395 1233 1104 744 360 719 689 642 75 567
is_linear=0
shrinkage=0.00129368


Tree=686
num_leaves=31
num_cat=0
split_feature=156 393 401 1456 151 11 1 1374 2 15 3 2 13 130 483 14 393 393 3 159 42 131 51 0 0 3 52 2 52 4
split_gain=0.0084489 0.00840177 0.00850009 0.00866053 0.0104646 0.00934347 0.00984006 0.0154238 0.0116492 0.0121472 0.0144143 0.0208268 0.0136013 0.0130837 0.0107716 0.0111178 0.0104153 0.0114379 0.0103722 0.0130752 0.0137217 0.0130863 0.0122931 0.0138953 0.0159107 0.0180887 0.0158457 0.017194 0.0158775 0.012982
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10711000000000001 -1.0000000180025095e-35 -0.035524999999999994 0.088315000000000018 0.094485000000000013 -0.094679999999999986 0.14472000000000004 0.024640000000000006 0.11265500000000002 0.09580000000000001 -0.078759999999999983 -1.0000000180025095e-35 0.083960000000000021 0.077685000000000018 0.087665000000000007 0.085075000000000012 -0.15464999999999998 0.10519500000000001 -0.09602999999999999 0.10100500000000001 0.092720000000000011 -0.23029999999999998 -0.07773999999999999 -0.084129999999999996 0.084890000000000007 -1.0000000180025095e-35 -0.11051499999999999 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -11 -8 15 16 17 18 -9 20 -20 22 23 -22 25 -25 27 -27 -29 -26
right_child=1 2 -4 5 -6 -7 8 14 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=-0.0033850534963200565 -0.0033852641370262304 0.00087279458774257464 -0.0033542113044466465 -0.0033944054909310745 -0.003386700299961143 -0.0014012796175269173 -0.0031700458337224303 0.0016057286566217518 0.0030270870116800627 0.0021137092040925142 -0.00018621285722940283 0.0027719390871636562 -0.0020359011395878375 0.00078557951878282519 -0.0033866662804993594 -0.0033867476087489955 -0.0028732816238651346 0.0029995611237455143 -0.0033900017580371688 -0.0033930841102068989 0.0026815324361430257 -0.0033858925959377975 -0.0033887688484118862 -0.0026399111241252092 -0.0017324970702731282 -0.0033866924263564429 -0.0031815934883037494 -0.0027066956676290443 0.0011309887185446273 0.0015526525956061495
leaf_weight=0.0085678029589359994 0.0083724948237886565 0.010532220965274064 0.0084783145505866742 0.015987575587587344 0.0176997819896485 0.044900893789872498 0.010596495444588072 0.047634857275625109 0.021322985275446626 0.011759772125060408 0.12216160392313213 0.069391267819582936 0.039140626124435585 0.099094373400930635 0.010634996295721066 0.010509588012610038 0.012850056330876214 0.016292136916490563 0.012848649786320721 0.013069386701289432 0.027783805810031481 0.011507761151619889 0.010166975359027219 0.034306734845415576 0.015766489278803419 0.012579934584209695 0.015629096405007203 0.013715532627657012 0.12323840745750658 0.10881900786617393
leaf_count=197 76 41 167 46 286 130 13 40 142 18 179 216 131 249 190 53 114 14 139 94 22 165 73 308 16 34 201 38 248 270
internal_value=0 -1.03757e-05 1.88019e-05 4.85928e-05 -0.00179765 0.000104537 0.000180779 -0.000123224 0.00059864 0.000451593 0.000709908 0.0013212 -0.0010772 0.000403453 -1.80709e-05 5.55343e-05 0.000131503 0.000214833 0.000113351 -6.46248e-05 4.79662e-05 0.00016623 0.000279148 0.000385139 0.000188251 -0.000404267 6.01084e-05 0.000398927 0.000746656 0.00113691
internal_weight=0 0.976792 0.968419 0.959941 0.028232 0.931709 0.886808 0.513341 0.373467 0.352144 0.301244 0.179082 0.0509004 0.109691 0.497353 0.486718 0.476209 0.463359 0.447067 0.399432 0.386362 0.373514 0.362006 0.351839 0.324055 0.19947 0.165163 0.149534 0.136954 0.124585
internal_count=3910 3713 3637 3470 327 3143 3013 2065 948 806 657 478 149 262 2019 1829 1776 1662 1648 1608 1514 1375 1210 1137 1115 829 521 320 286 286
is_linear=0
shrinkage=0.00338353


Tree=687
num_leaves=31
num_cat=0
split_feature=1 0 3 123 13 43 47 2 51 151 42 16 42 52 3 3 457 48 16 9 51 4 42 15 47 14 43 4 12 52
split_gain=0.0468705 0.0514157 0.0342228 0.0290655 0.0294665 0.0647341 0.0280265 0.0394682 0.030791 0.0332873 0.026582 0.0330581 0.0321996 0.0386662 0.0281179 0.0298759 0.0558789 0.0503751 0.0298695 0.0262675 0.0257963 0.0290342 0.0342892 0.0281817 0.0399912 0.035458 0.0430937 0.0323919 0.025381 0.0252237
threshold=0.10386500000000001 -0.017269999999999997 -0.5217799999999998 1.0000000180025095e-35 0.17936000000000002 -0.18906999999999999 0.13177500000000003 0.14808000000000002 0.12342500000000002 -0.29526499999999994 0.091955000000000023 -0.53257999999999994 0.091485000000000025 -0.16207999999999997 -0.115685 0.090325000000000003 0.082870000000000013 0.082705000000000015 0.22945500000000005 -0.016839999999999997 -0.42891999999999991 -0.03614499999999999 0.095185000000000006 1.0000000180025095e-35 0.082465000000000024 -0.46879999999999994 -0.081779999999999978 0.25367000000000006 0.080120000000000011 0.12897500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 7 8 9 -2 12 -12 13 -7 28 19 17 18 -17 -16 -11 -22 23 24 25 -23 -27 -26 -15 -8
right_child=1 -3 3 -5 -6 10 29 -9 -10 20 11 -13 -14 14 15 16 -18 -19 -20 -21 21 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00075839575755928682 -0.001202176360134981 0.00088799204271607654 0.00075443256872776289 0.00010142827676712732 -0.0013025761952335036 -0.0012641219096952705 -0.0012694714433948658 0.0012949742454444037 -0.00082127175377436133 -0.0013761583240769499 0.001377575606816249 -0.0013608991295239212 0.00089606226819031153 0.0011539985896333235 0.0013873067700902561 0.00045411665023762781 0.00064254168586065728 -0.0012521484690906192 -0.00090802164655370094 -0.00071589095254798575 -0.0008806751029227899 -0.00076909896330478269 0.0011314077165847179 -0.00070637073307834608 -0.0011197259718184775 -0.00040947697034121182 0.0013275646660458515 0.00016335178383940349 -0.00019607052794521737 -6.2344997639844423e-06
leaf_weight=0.042666208806622863 0.043208023689658148 0.09161903074436839 0.075064640861456033 0.14757313803420413 0.088976372579963825 0.12341269610078587 0.078566214288002811 0.036765137147995119 0.11301818165702571 0.022990431567450287 0.008958789287135005 0.11442980836090999 0.030533209980603604 0.031007765970571088 0.011349236825481279 0.090347470842971234 0.10287367270211689 0.11019819668581476 0.045683702517635538 0.80843282866294341 0.050673235189606203 0.027091449912404642 0.066001811749629269 0.073326737405295717 0.054592284635873511 0.0347956569685266 0.11890188636516541 0.11562917841365561 0.17087621700920863 0.04798807245970238
leaf_count=17 18 203 52 113 136 267 38 103 48 35 4 532 26 26 2 39 30 37 25 1621 46 19 66 26 32 55 148 35 88 23
internal_value=0 -9.0951e-05 -0.000457974 -0.000484456 -0.000532168 -0.000492388 -0.000192462 -9.24878e-05 -0.000163313 -4.0849e-05 -0.000549176 -0.00116207 -0.000499577 -0.000528096 -0.000461831 -0.000543546 -0.000207209 -0.000562232 -3.33379e-06 -0.000686774 4.81198e-05 0.000108645 0.000210884 6.77053e-05 0.000229411 0.000679056 0.000934315 -0.000248148 1.12893e-05 -0.000790465
internal_weight=0 0.975167 2.00238 1.95972 1.81214 1.72317 0.883548 0.756994 0.720229 0.607211 1.6481 0.123389 1.52471 1.49418 1.37077 1.16889 0.349103 0.246229 0.136031 0.819782 0.564003 0.541012 0.490339 0.424337 0.35101 0.180789 0.153698 0.170221 0.201884 0.126554
internal_count=3910 895 3015 2998 2885 2749 692 631 528 480 2697 536 2161 2135 1868 1754 131 101 64 1623 462 427 381 315 289 222 203 67 114 61
is_linear=0
shrinkage=0.00137286


Tree=688
num_leaves=31
num_cat=0
split_feature=1348 14 15 31 3 38 123 484 150 4 453 375 457 39 42 132 376 130 42 51 1373 401 130 160 51 48 4 41 15 158
split_gain=0.00847824 0.0118913 0.00950261 0.00936667 0.00905244 0.0206888 0.00943085 0.0104121 0.0125957 0.00965904 0.00953734 0.00938466 0.00953271 0.0108786 0.0114876 0.0166171 0.0148855 0.0102757 0.009453 0.00942107 0.00956205 0.00969375 0.00929271 0.00954026 0.0112124 0.013803 0.0171516 0.0146005 0.014794 0.0189083
threshold=0.094400000000000012 0.077685000000000018 -0.15202999999999997 -1.0000000180025095e-35 0.30601500000000009 0.13790500000000003 -0.041524999999999992 -0.0043499999999999988 0.10139000000000002 0.51697500000000007 0.091855000000000006 0.08673500000000002 0.53894500000000012 0.15608500000000003 -0.10770999999999999 0.080815000000000012 0.048695000000000009 1.0000000180025095e-35 -0.089024999999999979 0.16362000000000002 0.11103 0.10072000000000002 -0.088449999999999987 -0.40446999999999994 0.013805000000000001 0.11930500000000001 0.25367000000000006 0.077300000000000021 -0.09547499999999999 0.090625000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 9 -8 11 12 13 14 15 -9 17 19 -18 20 21 22 -16 -24 25 26 27 28 -25 -30
right_child=-2 2 -4 4 5 -7 7 10 -10 -11 -12 -13 -14 -15 16 -17 18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0038979745092339317 0.0037039826648873142 0.0028290514856835272 -0.0038931676963614727 0.0033427317748540414 0.0038887760064313247 -0.0038923992130127749 -0.0036597858807615037 -0.0033300222663865979 0.0020210689414797774 0.0038965721485749896 -0.0030317882630679824 -0.0035553425798168286 -0.0038922086453434179 0.0038972132597896603 -0.0023688723648584253 0.0033430761197010238 -0.0021686255818610645 -0.0038889625269324531 0.0036958299475396881 -0.0034356754660604949 -0.0038921189933567202 -0.0038884678020559196 -0.0024680145229274268 -0.002285092488867207 0.0014458413701860168 -0.002761390910525692 0.0017074337691922676 -0.00385388471906567 0.0004963977981371629 -0.0038952769991898659
leaf_weight=0.0090935778904395193 0.0089514463700197666 0.0037812830805705735 0.019864007091143776 0.011628383812421816 0.02215397703855615 0.0067295805783942333 0.032584933067766997 0.030360731840971766 0.0092772085445176344 0.0027728120348911025 0.016252780867944239 0.011222094121762893 0.0092856759729329497 0.011055709469019348 0.020309240159349429 0.0069221436615407575 0.0049412210355512789 0.010087724456184333 0.025995410766881832 0.011451906976617465 0.0088689036051619041 0.0087816605887098831 0.018294330418143545 0.036863105262682438 0.12085079803063081 0.023761322303471388 0.10039623881039006 0.014972782231780002 0.33615374896615435 0.015491843562728036
leaf_count=111 28 24 101 23 140 6 557 161 11 5 36 31 13 30 83 19 10 334 92 38 17 135 235 97 167 43 207 39 1048 69
internal_value=0 -9.60998e-05 -0.00281817 -2.73758e-05 -6.58629e-05 0.00207584 -0.000134705 -0.000180295 -0.00200963 -0.0030672 -8.33582e-05 -2.53481e-05 2.32672e-05 6.84009e-05 1.5122e-05 -0.00209106 0.000118823 6.35588e-06 0.00275915 6.1222e-05 0.000118046 0.000169155 0.000221015 0.000299899 0.000377984 0.000133401 0.000269911 -8.7781e-05 5.73613e-05 0.000302921
internal_weight=0 0.960205 0.0236453 0.93656 0.927466 0.0288836 0.898583 0.886954 0.044635 0.0353577 0.842319 0.826067 0.814844 0.805559 0.794503 0.0372829 0.75722 0.726284 0.0309366 0.716196 0.704744 0.695875 0.687093 0.666784 0.64849 0.527639 0.503878 0.403481 0.388509 0.351646
internal_count=3910 3882 125 3757 3646 146 3500 3477 573 562 2904 2868 2837 2824 2794 180 2614 2512 102 2178 2140 2123 1988 1905 1670 1503 1460 1253 1214 1117
is_linear=0
shrinkage=0.00388662


Tree=689
num_leaves=31
num_cat=0
split_feature=1426 15 50 11 4 3 133 13 403 52 151 39 0 0 13 457 0 43 15 42 34 48 3 484 1374 3 133 128 133 43
split_gain=0.00837833 0.00989632 0.0160743 0.00973183 0.0123947 0.0108157 0.0104066 0.0101448 0.0129088 0.0127758 0.0136244 0.012446 0.0150662 0.0123457 0.0148709 0.0124599 0.0128512 0.0149329 0.0129593 0.0119719 0.0118737 0.0124214 0.0145714 0.0132941 0.0134469 0.0117116 0.0113038 0.0118567 0.0123056 0.0166286
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.08184000000000001 0.24280000000000004 -0.14218999999999996 -0.26719999999999994 -0.094679999999999986 -0.088854999999999976 0.11588000000000002 -0.083274999999999988 0.005105000000000001 0.12500000000000003 0.076335000000000014 -0.086679999999999993 -0.066264999999999991 -0.053834999999999994 0.0058450000000000004 -0.11739999999999999 -0.0060199999999999993 -1.0000000180025095e-35 0.12649500000000002 0.099570000000000006 -0.0043499999999999988 -0.094679999999999986 -0.115685 -0.090054999999999982 0.11637500000000002 0.084285000000000013 -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 5 -5 -3 -7 9 -9 10 -8 12 13 14 -10 -16 17 18 -17 -13 -20 22 23 -22 -25 -18 -26 28 -28 -30
right_child=1 3 -4 4 -6 6 7 8 11 -11 -12 19 -14 -15 15 16 25 -19 20 -21 21 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.0036818332169022139 0.0025640022800999126 0.0013815831515274237 -0.001986430203625818 -0.0034828208818847291 0.00031333098988929007 -0.003664980102309809 -0.0018438089936446442 -0.0036642370390223013 -0.0036655900818489545 -0.0025485879118794848 0.0015003772167171345 -0.00043677168597362759 -0.0036735196256480291 0.0033150187047270535 -0.0022459606907926206 -0.0024416882514025099 0.0036690811958270081 -0.0036675983456511815 -0.0035257791803251109 0.0023950115163716263 -0.0036666667179997572 -0.0015026025612675364 0.0030609689538553348 -0.002067045086657214 -0.0029893005361311411 -0.0030729910484452554 0.0017093722595959134 -0.003675044876833229 0.0011775291365495105 -0.0036655333323734052
leaf_weight=0.0084672333415198864 0.042944257264025509 0.067192304710772532 0.013745807158557 0.025257375449768915 0.021237897923128912 0.011142204183471449 0.018821648599441687 0.01508503753021273 0.018180754249812026 0.014499113124429641 0.1239866941465948 0.036870527780365592 0.018713713689919587 0.012189685716293752 0.039625699496014022 0.022565371887026231 0.0039185699661175013 0.013583599360572407 0.0098979944159509614 0.043832191431647516 0.0098821162178239774 0.035370681602955756 0.033682635522723103 0.021992199120859368 0.0094350710010076 0.029276577731252473 0.16592270589586633 0.0067371995976372992 0.027243934018514437 0.014608618309210897
leaf_count=79 276 148 22 132 33 210 29 471 271 54 197 56 29 4 169 78 5 111 28 183 222 22 50 48 69 153 506 11 74 170
internal_value=0 -2.20726e-05 0.00146065 -0.000118605 -0.00174883 -2.66455e-05 -0.000151631 -9.91504e-05 -0.000319954 0.000727054 0.00105962 -0.000231992 -0.000450318 -0.000323095 -0.000419101 -0.000286088 -9.3913e-05 0.000101469 0.000244744 0.00110126 0.000425823 0.000546217 0.000796534 0.000498389 0.000665745 -0.00227711 0.000934112 0.00110668 0.00126173 -0.00051294
internal_weight=0 0.927442 0.0566901 0.870752 0.0464953 0.824257 0.757065 0.745922 0.588615 0.157307 0.142808 0.57353 0.492827 0.474113 0.461924 0.443743 0.404117 0.370922 0.357339 0.0807027 0.334773 0.324875 0.289504 0.255822 0.24594 0.0331951 0.223948 0.214512 0.207775 0.0418526
internal_count=3910 3831 298 3533 165 3368 3220 3010 2730 280 226 2259 2020 1991 1987 1716 1547 1389 1278 239 1200 1172 1150 1100 878 158 830 761 750 244
is_linear=0
shrinkage=0.00366245


Tree=690
num_leaves=31
num_cat=0
split_feature=147 1348 14 1456 1444 1 0 133 2 12 157 157 16 52 157 42 42 13 2 394 123 2 48 0 123 1374 0 40 11 3
split_gain=0.00789181 0.00956228 0.0114627 0.00946069 0.00972111 0.00925388 0.0176093 0.0131466 0.0132279 0.0110454 0.010853 0.0132522 0.0119805 0.0102746 0.0096416 0.0106811 0.013713 0.0119879 0.0132131 0.0116005 0.0188801 0.0095917 0.0141571 0.0161782 0.0135491 0.0125871 0.0106489 0.0114775 0.00968887 0.0118101
threshold=-1.0000000180025095e-35 0.084895000000000012 0.077685000000000018 -1.0000000180025095e-35 -0.10662999999999999 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 1.0000000180025095e-35 0.085185000000000025 -0.07686999999999998 -1.0000000180025095e-35 -0.014099999999999998 0.048695000000000009 -1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 0.41346500000000003 0.094010000000000024 -0.083449999999999983 0.091310000000000016 0.086650000000000019 0.084905000000000022 -0.13027499999999997 0.083905000000000021 0.090240000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 0.089965000000000003 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 12 -12 -7 -11 -8 16 19 18 -17 -16 -21 22 23 -13 25 28 27 -25 29 -23
right_child=1 -3 -4 5 -6 10 14 9 -10 13 11 21 -14 -15 15 17 -18 -19 -20 20 -22 24 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033531583652288582 0.0039539108296408705 0.0029901694274099442 -0.0029197649444225784 0.0039785619367560697 -0.0036365346435548265 -0.0033577838586652791 -0.0039677025964561302 -0.0039668856438131728 -0.0039696389074794598 0.0014247509178602715 -0.0031877467271143735 0.0034656407292822993 0.0029458958284477267 -0.0039704109869189786 0.00252681993278921 0.0023698073073510589 0.001391994336856749 0.003984680798209096 -0.0039746760866869613 -0.0039696779526746427 0.0027434316801279151 0.0028269397843273701 -0.0027112637313062623 -0.0038930351682044343 0.0039320988569040496 -0.0033322463968361313 0.0034734149208502682 -0.0001790850883031571 -0.002425177060673188 0.0005070706289921086
leaf_weight=0.011281405939371325 0.0030855294110097011 0.016319218700800775 0.021672487067462498 0.0035593828652054063 0.018859977129395133 0.0053539430060709483 0.0085398604290105595 0.011045677978387403 0.043604995210273501 0.032941466609116787 0.017328647958379406 0.020670696292654611 0.041213513954062364 0.0066709469432453252 0.010371358157499344 0.0065895040306145338 0.12883496160281993 0.0050762249156832686 0.023762335600309825 0.025750369787431282 0.0088460514671169221 0.045447711630004051 0.031593213032010681 0.014460372816870404 0.02106638825034679 0.012071954810380703 0.011190950305376646 0.13672779701570903 0.013376112209243729 0.14302011789891367
leaf_count=36 3 66 125 1 341 25 102 163 506 102 106 20 164 89 30 67 147 1 169 356 5 109 103 52 130 23 66 536 41 226
internal_value=0 -1.64619e-05 -7.26828e-05 -1.81077e-07 -0.00256932 6.78205e-05 -0.000466427 -0.00186363 -0.00336981 -0.000461327 0.000396151 0.000214151 0.00222115 0.000516176 0.000161196 0.000329719 0.000734119 -0.00165419 -0.00259726 -0.00115073 -0.00225318 0.000345261 -0.000260573 0.0001624 0.000898656 0.000599923 -0.000258099 -0.000534305 0.0008351 0.00106649
internal_weight=0 0.889052 0.872733 0.85106 0.0219455 0.829115 0.315593 0.0978225 0.0471644 0.0506581 0.513521 0.466954 0.0465675 0.0396124 0.217771 0.209231 0.173803 0.0354281 0.0303518 0.0449678 0.0345964 0.449625 0.214643 0.18305 0.234982 0.213916 0.162379 0.151188 0.201844 0.188468
internal_count=3910 3874 3808 3683 344 3339 1738 861 507 354 1601 1412 189 191 877 775 538 237 236 391 361 1306 777 674 529 399 654 588 376 335
is_linear=0
shrinkage=0.00396435


Tree=691
num_leaves=31
num_cat=0
split_feature=2 147 1348 14 1456 1444 11 1 0 133 2 52 13 2 38 43 13 3 43 52 0 47 15 4 42 15 43 132 42 123
split_gain=0.00732805 0.00796078 0.00859402 0.0135389 0.00849494 0.00870284 0.00816611 0.00962104 0.0151035 0.0120065 0.0119401 0.0113754 0.0103448 0.0146675 0.0174057 0.0143666 0.0165335 0.0124126 0.0200231 0.0121023 0.0110677 0.0173976 0.0141174 0.0103206 0.00994875 0.0170509 0.0161325 0.0137479 0.0111163 0.0125114
threshold=0.16971500000000003 -1.0000000180025095e-35 0.093200000000000019 0.08604500000000001 -1.0000000180025095e-35 -0.10662999999999999 0.088160000000000002 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 1.0000000180025095e-35 0.11401500000000002 -0.0010249999999999997 1.0000000180025095e-35 0.13790500000000003 -0.074254999999999988 -0.09547499999999999 -0.077894999999999978 -0.10748499999999998 -0.010284999999999997 -0.10575999999999998 0.096475000000000019 0.035895000000000003 0.0021050000000000005 0.084745000000000015 0.091435000000000002 -0.52334499999999984 0.093105000000000007 -1.0000000180025095e-35 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 24 13 15 -15 17 -17 18 -9 -14 21 -21 -22 -11 28 26 -26 -28 29 -10
right_child=-2 2 -4 -5 6 -7 -8 12 11 23 -12 -13 19 14 -16 16 -18 -19 -20 20 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.003473409933805243 0.0029152130606649655 0.0037944730456604858 0.0038171860821774239 -0.0036049958558286794 0.0038227654112670175 -0.0034407392142102025 -0.0016953394448220721 0.0033038119167226486 -0.0018327595720061133 -0.0038123126819776605 -0.0038150648074529352 -0.0038170894739528592 -0.00084993638495225283 0.0029368903848959885 -0.0038157716239168508 0.00089622780369810382 -0.0035797144657074829 0.0032542156684111129 -0.0038134191351351342 0.002539754344165555 0.00045320005591369523 -0.001122062083626378 -0.0038171995536539507 0.00047565256497003882 0.0038253974448339313 0.0022366058720699332 -0.0038181759495599251 0.0031204782258332075 0.0016696657878743138 0.0038206010818459838
leaf_weight=0.010011738654156943 0.011900670801082924 0.0027960331922258766 0.0082384515455942164 0.015645546171072056 0.0032217057887464753 0.017657056309587915 0.037723724318425411 0.010771587133604044 0.030670988640110863 0.010345012364595618 0.038301149077994978 0.0099565430309951353 0.12959024171459532 0.072213044909517521 0.0060029659071005872 0.024542773593793754 0.023412911034881745 0.029114897955253127 0.012284571741588479 0.06929165397059478 0.050626386020212522 0.02587187776225619 0.014447461255258531 0.038406547130534818 0.0057705369545146814 0.018223977305297012 0.034905492111164449 0.0047048404287579606 0.092821385470756468 0.0069766062078997484
leaf_count=31 96 3 26 69 1 356 122 14 350 243 504 163 246 282 6 71 299 153 110 88 113 28 64 112 2 87 189 10 69 3
internal_value=0 -9.55968e-05 -5.55538e-05 -9.37045e-05 -2.67626e-05 -0.00245165 3.52176e-05 0.000120838 -0.000419012 -0.00171672 -0.00322246 0.000155165 0.000460202 0.00118226 0.00241863 0.000216442 -0.00128902 0.00160026 -0.000488326 1.58905e-05 0.000716119 0.00154423 -0.000494899 -0.000434248 0.000358953 -0.000876655 -0.00212687 -0.00299402 0.000961324 -0.000785116
internal_weight=0 0.854548 0.844536 0.836298 0.820652 0.0204531 0.800199 0.762475 0.294305 0.0902744 0.0415229 0.20403 0.46817 0.178343 0.078216 0.100127 0.0479557 0.0521711 0.0230562 0.289828 0.160237 0.0951635 0.0650738 0.0487516 0.194074 0.0636048 0.0453809 0.0396103 0.130469 0.0376476
internal_count=3910 3814 3783 3757 3688 359 3329 3207 1733 860 505 873 1474 935 288 647 370 277 124 539 293 116 177 355 710 288 201 199 422 353
is_linear=0
shrinkage=0.00381041


Tree=692
num_leaves=31
num_cat=0
split_feature=49 147 14 9 49 49 48 445 4 11 52 133 1 474 124 49 3 158 1 150 49 160 133 43 132 393 1 0 2 133
split_gain=0.00720354 0.0102107 0.00875237 0.00783326 0.00724584 0.00695657 0.00702336 0.00688738 0.00776607 0.00865983 0.0089985 0.0117087 0.0111708 0.0108274 0.00989318 0.00972672 0.0146384 0.0122561 0.0109657 0.0142143 0.0116541 0.0109341 0.0101748 0.0198042 0.0152629 0.010772 0.00961643 0.0194432 0.00958598 0.00886652
threshold=-0.51429499999999984 0.089245000000000005 0.077685000000000018 -0.016839999999999997 -0.4233599999999999 -0.042499999999999989 -0.036289999999999996 -1.0000000180025095e-35 0.51390500000000017 0.088315000000000018 0.18936500000000003 -0.031394999999999992 0.10386500000000001 -1.0000000180025095e-35 -0.082254999999999981 -0.085974999999999982 -0.100615 0.084965000000000027 0.09112000000000002 0.11756000000000001 -0.081629999999999994 -0.079684999999999992 0.084760000000000016 0.14198000000000002 0.12562500000000001 0.087665000000000007 0.11215000000000001 -0.19631499999999999 0.11635500000000001 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 -2 -5 -3 -7 -6 9 10 12 -12 14 -14 -9 16 -16 18 20 21 -17 -20 25 24 -24 29 -15 -28 -29 -22
right_child=1 5 -4 4 7 6 -8 8 -10 -11 11 -13 13 26 15 17 -18 -19 19 -21 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0038153474305072173 0.0038202296708181255 0.0036441167155868964 -0.0028974583748629071 0.0033256903366152032 -0.0034065284222602301 -0.0018046560496698854 0.003597908736041943 0.0024683439394882776 0.0038136871871461394 -0.0020111725661917644 0.0028665072366475131 -0.0025235646659137055 -0.0034553836939364741 0.0022988921939856412 0.00064190680006955729 0.0028917823420365361 -0.0037257492796194209 -0.0028676006623700526 0.0032576453242579156 0.002837270941957265 0.00043888008560354991 -0.0031388502318643236 -0.0037721007795796162 0.0012814524314485732 0.0017202073447559188 -0.0038145146164450527 -0.0030467916586879354 0.00027698642840280402 0.0026300084446383393 0.0036997536260358131
leaf_weight=0.0073209600991503967 0.0075258841038703386 0.018100839878570696 0.015977103837542472 0.0089319055716714502 0.0091819487988686888 0.0096836864556735236 0.0054656322445225678 0.018671906084932743 0.0073410190900631269 0.03372841361783685 0.006923083555136599 0.037801755163300754 0.0082152165193747351 0.058568397898852709 0.018362877807703626 0.022692105407259078 0.028330757576497945 0.023030794446555092 0.004304933256662479 0.0086582636959064985 0.20189107054652311 0.039316035452657161 0.037419405454755861 0.029867645079320937 0.009140886240487589 0.0082036627025559028 0.019712841943146486 0.076304655123976772 0.037487873636564473 0.012879099531119209
leaf_count=14 114 82 119 8 27 55 16 72 88 113 43 363 25 112 16 16 73 235 13 13 1014 194 607 17 29 86 25 143 164 14
internal_value=0 -1.88604e-05 -0.000105869 -4.82811e-05 -8.6241e-05 0.00204964 0.000144503 -0.000126444 -8.62255e-05 -0.000124835 -3.49441e-05 -0.00168922 7.66407e-05 0.000828421 -0.000248734 -0.000362972 -0.00200811 -0.000169674 -3.70176e-06 -0.00162239 0.000259029 -0.00250758 5.94883e-05 -0.00114031 -0.00269383 0.000470739 0.00101164 0.000446932 0.00105217 0.000634425
internal_weight=0 0.82372 0.79047 0.774492 0.766967 0.0332502 0.0151493 0.758035 0.748853 0.741512 0.707783 0.0447248 0.663058 0.200289 0.462769 0.444098 0.0466936 0.397404 0.374373 0.0522792 0.322094 0.043621 0.299402 0.0764279 0.0465603 0.222974 0.192074 0.133505 0.113793 0.21477
internal_count=3910 3896 3743 3624 3510 153 71 3502 3475 3387 3274 406 2868 469 2399 2327 89 2238 2003 220 1783 207 1767 653 636 1114 444 332 307 1028
is_linear=0
shrinkage=0.00381041


Tree=693
num_leaves=31
num_cat=0
split_feature=4 11 151 403 3 14 31 47 160 484 150 156 1 4 48 12 3 12 4 4 403 2 1 42 2 1212 0 0 49 13
split_gain=0.0298473 0.0466729 0.0407284 0.0305781 0.0279811 0.0277137 0.0259787 0.0246016 0.0245413 0.0248118 0.0290982 0.0246081 0.0285371 0.0328539 0.0309541 0.0220367 0.0232065 0.0304738 0.0253644 0.041162 0.0454748 0.0342453 0.027182 0.0260955 0.0370618 0.0260107 0.0353781 0.0245641 0.0247985 0.0215255
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -0.088854999999999976 -0.15464999999999998 -0.46879999999999994 -1.0000000180025095e-35 0.096475000000000019 -0.40446999999999994 -0.0043499999999999988 0.097030000000000019 0.10477500000000002 0.099595000000000017 0.028075000000000006 -0.084204999999999988 0.10214500000000001 0.097615000000000021 0.090840000000000018 -0.083329999999999987 -0.37626499999999991 0.088015000000000024 0.086915000000000006 0.085110000000000005 0.091485000000000025 0.087005000000000013 -0.5172699999999999 -0.22384499999999996 -0.053834999999999994 -0.47013499999999991 -0.10939499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 29 -5 -4 -6 -7 -8 10 -10 12 15 14 -14 16 18 -18 19 -11 -21 25 23 24 -23 -20 -27 28 -26 -1
right_child=2 -3 5 4 6 7 8 -9 9 11 -12 -13 13 -15 -16 -17 17 -19 21 20 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00065496896251683405 -0.0011201235519123875 -0.0011259189948252476 -0.00039052328289974919 0.00054542992967641186 0.0011272186678432999 0.00095556429784022796 -0.0010916437466450433 5.779450701921092e-05 -0.001115823463032275 -0.00051943554628140212 0.00066642173505181254 -0.0011740361628421578 -0.0010678382455594484 -4.724422486904239e-05 0.0007767876742909071 -0.00085896337858006359 -8.6792167587059591e-05 0.0012514590475229607 0.00090325179349867485 0.00078923667025040966 -0.0012458711093099656 0.0012206952975780821 0.0004401021720289198 0.00041730713454566292 0.00046480545275695139 -5.2723115258277501e-05 -0.001077194977797354 0.00063715147155423183 -0.0012455886462844701 -0.0012450577691508083
leaf_weight=0.011179580476891715 0.027303067465254571 0.066622139893070087 0.046896943678802927 0.11957007380806306 0.027189591776732525 0.14547567118370341 0.037566374958600712 0.06985573912243126 0.06582092375947457 0.085869298291981977 0.018047512790872133 0.028846292880189028 0.015267339309502859 0.25543683601426892 0.17866821162624547 0.060556317962095818 0.06517670711127721 0.044116973876953125 0.015800526462953712 0.14212420480600874 0.01927935492949473 0.015590773264648305 0.11936801543924958 0.055057707498690434 0.015152340900385086 0.077201899912324734 0.16040438531865719 0.015891102872047425 0.097068647705100375 0.052569050432794362
leaf_count=13 20 160 56 74 55 349 271 47 501 43 18 102 7 90 216 146 39 8 18 163 49 9 45 118 8 20 426 10 356 473
internal_value=0 -0.000103916 0.000325186 -6.60649e-05 -3.49897e-05 0.00047567 -7.7949e-05 0.000664318 -9.85797e-05 -7.4523e-05 -0.000732305 -3.69145e-05 -1.41043e-05 0.000245712 0.000631572 -0.000132198 -8.47784e-05 0.0004534 -0.000156614 0.000176107 0.000546147 -0.000300565 -2.89128e-05 -0.000310585 -0.000589467 -0.000641598 -0.000744328 -0.000809757 -0.00101465 -0.000911851
internal_weight=0 1.86544 0.289531 1.79882 1.73507 0.262228 1.6155 0.215331 1.58831 1.55075 0.0838684 1.46688 1.43803 0.449372 0.193936 0.988658 0.928102 0.109294 0.818808 0.247273 0.161404 0.571535 0.318129 0.198761 0.143703 0.253407 0.237606 0.128112 0.112221 0.0637486
internal_count=3910 3438 472 3278 2792 452 2718 396 2663 2392 519 1873 1771 313 223 1458 1312 47 1265 255 212 1010 546 501 383 464 446 374 364 486
is_linear=0
shrinkage=0.00124344


Tree=694
num_leaves=31
num_cat=0
split_feature=1213 475 151 1 52 0 42 4 13 0 12 159 0 49 52 130 52 42 457 34 454 403 124 3 48 0 51 131 51 40
split_gain=0.00727124 0.00782179 0.0073548 0.00837912 0.00909997 0.00970422 0.00827064 0.0102601 0.0145045 0.00939732 0.0109382 0.0112287 0.0110978 0.0156154 0.0116911 0.0107356 0.0100834 0.0118066 0.00993762 0.00896893 0.00950449 0.00855367 0.00786475 0.00926949 0.00913555 0.0117361 0.00914022 0.00828144 0.0105265 0.0135724
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.52174999999999983 0.10113500000000002 -0.42985499999999993 1.0000000180025095e-35 0.091955000000000023 0.11205000000000001 0.41346500000000003 0.18055000000000002 0.10700500000000002 0.10519500000000001 0.047345000000000005 -0.085974999999999982 0.09086000000000001 1.0000000180025095e-35 -0.098644999999999983 0.091735000000000025 0.088020000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.081784999999999983 -0.50873999999999986 0.31335500000000011 0.12675000000000003 -0.17106499999999999 0.12900500000000004 0.097135000000000013 -0.40274499999999996 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 6 -5 22 9 8 -8 10 11 12 13 18 -14 16 17 -15 -4 -18 -21 -22 -6 24 25 -24 -26 28 -27 -30
right_child=2 -3 3 4 5 -7 7 -9 -10 -11 -12 -13 14 15 -16 -17 19 -19 -20 20 21 -23 23 -25 26 27 -28 -29 29 -31
leaf_value=0.004046420314068256 -0.0033987024863692361 -0.0032442132444382597 -0.0034814233652897676 -0.0040456502516570776 -0.0037065527628736741 0.0036149878656601014 -0.003966425425137401 0.0010559092395223172 0.0040606705583885218 0.0025076892870588307 -0.004051005398292909 -0.0037593514008976594 0.0032849563006723641 -0.0035846252220488122 -0.0008695847381408391 -0.0040454692744870315 -0.0032058842876414662 0.00405980774359761 0.0013412268905759585 -0.0040489479359075396 -0.0040453692740283157 0.00084398732445500055 0.0027204019344047484 0.0040455475372727107 -0.0031691584867106519 -0.0040479087220976588 0.00056681610024288641 0.0028705467553866862 -0.00013742348996790128 0.0040519436673226569
leaf_weight=0.0027469545602798453 0.010217945977387899 0.019393118890789651 0.03475259086638971 0.006754621591881004 0.0070342135904866146 0.017564112936270249 0.030968066376800607 0.01424449099067715 0.0041771722026169291 0.021588378109299811 0.011890336642920829 0.013378231699732623 0.031382413442543111 0.019744254092159963 0.017115445554736652 0.0099713957505116468 0.010562471609773638 0.0039673489518463603 0.0087443250185970101 0.0070057742297535688 0.0059944775117628515 0.24359906477533855 0.041893753764952635 0.012352390997079965 0.020757400485308608 0.0097875718174691428 0.022116143971288693 0.018553477389559703 0.12321857739880215 0.014090571468273083
leaf_count=4 65 588 98 111 11 133 437 35 1 24 113 136 59 189 17 278 37 1 17 36 176 654 74 113 31 33 38 35 328 38
internal_value=0 -0.00233965 9.7809e-06 5.42488e-05 0.000593587 0.000702632 -0.000270094 -0.00183904 -0.00301237 -9.38594e-05 -0.000228186 -0.000116289 7.77592e-06 -0.000247289 0.00181877 8.01361e-05 0.000221565 -0.00230558 -0.00251191 0.000445859 0.000596177 0.00072656 0.000513039 0.000625996 0.000457319 0.000808351 -0.00124197 0.000324784 3.68382e-06 0.000292487
internal_weight=0 0.0221401 0.793427 0.783209 0.294123 0.287368 0.489086 0.0493897 0.0351452 0.439697 0.418108 0.406218 0.39284 0.344342 0.0484979 0.300845 0.290873 0.0237116 0.0434969 0.267162 0.256599 0.249594 0.269804 0.26277 0.250417 0.207544 0.0428735 0.16565 0.147097 0.137309
internal_count=3910 592 3318 3253 945 834 2308 473 438 1835 1811 1698 1562 1486 76 1371 1093 190 115 903 866 830 701 690 577 508 69 434 399 366
is_linear=0
shrinkage=0.00404364


Tree=695
num_leaves=31
num_cat=0
split_feature=160 1213 1 12 147 14 475 375 484 4 43 0 1 151 2 133 0 47 43 128 1373 44 151 16 1375 4 403 2 2 16
split_gain=0.0369071 0.0330022 0.0333883 0.0352117 0.0321598 0.0327331 0.0298921 0.029459 0.0290547 0.0289797 0.0438092 0.0360861 0.0319778 0.0488505 0.0499134 0.0421138 0.0451014 0.0388528 0.0516824 0.0395579 0.0418558 0.037538 0.036234 0.0524957 0.035704 0.0362459 0.0328418 0.028185 0.0251376 0.0285945
threshold=-0.40446999999999994 -1.0000000180025095e-35 0.12811000000000003 0.11655500000000001 -1.0000000180025095e-35 0.077685000000000018 -0.086004999999999984 -0.40343999999999997 -1.0000000180025095e-35 -0.49837999999999999 -0.52334499999999984 0.047345000000000005 1.0000000180025095e-35 -0.083919999999999981 0.10393500000000001 -0.091614999999999988 -0.084074999999999997 0.09252500000000001 -0.074904999999999985 0.086435000000000012 0.11103 0.081835000000000019 -0.081989999999999993 -0.50763499999999995 -0.43271999999999994 -0.23071499999999998 -1.0000000180025095e-35 0.075670000000000015 1.0000000180025095e-35 -0.008734999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 -4 -9 10 -6 12 13 -11 15 -15 22 19 -19 20 21 24 -17 -24 -14 -26 -18 -25 29 -27
right_child=1 2 7 -5 5 -7 -8 8 -10 11 -12 -13 17 14 -16 16 26 18 -20 -21 -22 -23 23 27 25 28 -28 -29 -30 -31
leaf_value=-0.00092078143728228229 0.0012465636827763966 -0.0012489882693728534 -0.0011693126040595917 -0.00075581623079739625 0.00070265142181460299 -0.00087922595804671116 -0.0010469599550535827 -0.00075317376354380435 0.00072246816829701585 -0.0012495080216748031 -0.0011423638373346068 0.00058812086079793339 -0.00046162304606452907 -0.0012457981320726516 -0.001246014098911711 0.00099379637004540656 -0.001244325709275513 0.00048884988136673553 -0.00078918232132263997 -0.0010730644387082168 -0.0011816108391164573 -0.0011351901858204932 0.00061667198599433149 0.0012120005766067684 -0.0012468976580866577 0.0004694179387940956 0.00068799552330498729 -0.0012473237089991661 0.0007139861221820569 -0.00060804794064309154
leaf_weight=0.070389454196629564 0.0099736428819596767 0.031086311999389937 0.016074959785328247 0.098586903770865209 0.028009232832118869 0.059870261023206583 0.073798747589535973 0.022959893187362468 0.20332800614778523 0.062918145518325641 0.068714609502422586 0.20019667839005695 0.063441099791816669 0.035031497760429908 0.050824721149183461 0.027765063238804455 0.014592270195635137 0.07702612604271053 0.13408812795205449 0.03239573426071729 0.027414801763370633 0.024430238430795725 0.041284284263384152 0.0078241786832209392 0.017626312008360401 0.14404677803076993 0.19987005740539987 0.091056716446473729 0.47510681528001442 0.051769180834525974
leaf_count=305 4 30 6 108 5 86 556 22 296 192 144 124 17 150 190 5 163 88 98 68 13 20 20 2 10 212 145 371 322 138
internal_value=0 -7.24188e-06 2.05932e-05 -3.06508e-05 5.7061e-06 2.586e-05 -0.000773901 0.000457201 0.000572745 5.47534e-05 -0.000608085 9.07977e-05 2.77241e-05 -0.000220792 -8.25649e-05 5.90943e-05 0.000178637 0.000153761 -0.000322886 0.000274094 0.000328387 0.000381704 -0.000303951 -0.00056102 0.000430984 0.000513226 0.000556518 -0.00105272 0.000559468 0.000184561
internal_weight=0 2.39111 2.30734 2.06498 1.96639 1.9353 0.0837724 0.242363 0.226288 1.87543 0.0967238 1.77871 1.57851 0.531167 0.468249 0.417424 0.382393 1.04735 0.211114 0.836231 0.803835 0.77642 0.16793 0.140165 0.75199 0.688549 0.214462 0.0988809 0.670923 0.195816
internal_count=3910 3605 3045 2721 2613 2583 560 324 318 2497 149 2348 2224 1238 1046 856 706 986 186 800 732 719 398 393 699 682 308 373 672 350
is_linear=0
shrinkage=0.00124344


Tree=696
num_leaves=31
num_cat=0
split_feature=31 1338 4 480 482 457 457 1213 4 11 151 133 48 128 160 9 47 475 457 49 1 52 15 454 14 159 51 1213 393 376
split_gain=0.0069134 0.00702563 0.0071726 0.00848221 0.00722397 0.00863507 0.0120104 0.00916412 0.00820911 0.0146829 0.0117295 0.0113903 0.00995738 0.0090467 0.00804211 0.0101854 0.0110836 0.00802003 0.00773031 0.00826943 0.0136237 0.0121046 0.011416 0.0136315 0.0136185 0.0141467 0.0116868 0.0101333 0.0102152 0.0099867
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.51390500000000017 0.086640000000000009 0.092060000000000017 -0.14941999999999997 -0.068264999999999978 -1.0000000180025095e-35 0.25367000000000006 0.08184000000000001 -0.27336999999999995 -0.081204999999999986 -0.098424999999999985 0.10681000000000002 -0.078874999999999987 0.091655000000000014 0.13987500000000003 -0.086004999999999984 0.53894500000000012 -0.047309999999999998 0.093575000000000019 -0.044539999999999989 -0.075094999999999981 1.0000000180025095e-35 0.077685000000000018 0.10519500000000001 0.090560000000000015 0.045210000000000007 0.087665000000000007 0.11605500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 9 12 -10 -12 -9 18 -13 16 -16 -8 19 20 21 -14 23 26 25 27 -21 28 29 -24
right_child=1 -3 -4 -5 -6 6 7 8 10 -11 11 14 13 -15 15 -17 -18 -19 -20 22 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002820677632335203 0.002238215614830483 -0.003129702284361846 0.003128344640418911 -0.0024133312559703984 -0.0026001673262269244 -0.002027672651992162 0.0031278594701567466 -0.0031293803863229291 -0.0031279689852381893 -0.0026672594002657875 -0.0016909951530824955 -0.00090421860241888987 0.0008544200330960289 -0.003132500413834709 0.0028943407395142068 -0.00037809829659314804 -0.0012638351709821133 -0.0028093186477811272 -0.0029365790418230636 -0.0025553131069420724 0.0023347380131106999 -0.0018469408949336524 0.00084505805893351777 0.0021671302537320872 -0.0031308133953334137 -0.0024046810479808715 0.00060702953941448013 -0.0023582449810121567 -0.0024275973441948294 -0.0018888896359859962
leaf_weight=0.0081691603714943994 0.016642368917700878 0.007264079970354941 0.0069140172078050446 0.014800862422973182 0.010492070128066189 0.028517837664139734 0.0025494389701634637 0.009477417735297422 0.006684790573672216 0.020166884455761647 0.012205215638459777 0.011618720941442007 0.064090873127952364 0.0083213077563470961 0.056709025562213355 0.015665781870438877 0.0070411312044598154 0.017366315554866674 0.0078060980595182619 0.044356702315496932 0.042545911032675576 0.021693917427398901 0.27216294121922147 0.010209933449914388 0.011468499594911918 0.017430554731618031 0.015377260205355014 0.011740289756488664 0.010484562924830243 0.013712921114347409
leaf_count=113 41 23 103 237 149 193 4 24 18 145 38 11 59 72 192 37 4 574 14 349 132 74 725 13 44 132 103 224 53 10
internal_value=0 -6.96405e-05 -4.14408e-05 -6.949e-05 -2.42335e-05 1.15141e-05 -3.8604e-05 4.11892e-05 0.000101443 -4.6751e-05 0.000884775 0.0011446 4.74716e-05 0.000102075 0.00152477 0.00188014 0.00243508 -0.00204929 0.000151636 0.000196673 0.000888538 0.000171279 -2.15084e-05 -0.00117072 0.000217009 0.000334953 -0.00174123 0.000489945 0.000602776 0.000713916
internal_weight=0 0.795518 0.788254 0.78134 0.766539 0.756047 0.739404 0.710886 0.690971 0.581046 0.109925 0.10324 0.560879 0.551402 0.0910347 0.0794159 0.0637502 0.0199158 0.54308 0.535274 0.128331 0.0857848 0.406944 0.0699439 0.337 0.325531 0.059734 0.308101 0.29636 0.285876
internal_count=3910 3797 3774 3671 3434 3285 3244 3051 2473 2173 300 282 2028 2004 244 233 196 578 1932 1918 265 133 1653 465 1188 1144 452 1012 788 735
is_linear=0
shrinkage=0.00312586


Tree=697
num_leaves=31
num_cat=0
split_feature=1 1446 52 0 43 131 42 13 4 0 49 42 16 16 13 15 133 158 2 133 9 16 159 15 48 151 43 43 3 1186
split_gain=0.0255059 0.0231547 0.0240258 0.0251715 0.0221249 0.0465431 0.0363 0.0346708 0.0266256 0.0296865 0.027304 0.0266216 0.0241298 0.0240519 0.0240375 0.0315243 0.0223951 0.0217547 0.0252855 0.0236941 0.020423 0.0196515 0.0258425 0.0192903 0.019239 0.018755 0.0193596 0.0182793 0.0252933 0.0179516
threshold=0.099115000000000023 0.091520000000000018 -0.42985499999999993 -1.0000000180025095e-35 -0.17307499999999998 0.08103500000000001 0.091955000000000023 0.17936000000000002 -0.51381999999999983 0.047345000000000005 -0.085974999999999982 0.08622500000000001 0.25185000000000007 -0.53492499999999987 -0.10023999999999998 0.090505000000000016 0.087170000000000011 -0.4087349999999999 0.14808000000000002 -0.26719999999999994 0.081505000000000008 -0.00083999999999999993 0.084730000000000014 -0.091274999999999981 0.083775000000000002 -0.51118499999999989 -0.4045149999999999 0.093240000000000017 -0.013944999999999997 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 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 17 7 6 8 -1 -6 10 11 -10 -9 -8 23 16 20 -4 19 -19 21 22 29 -12 27 -21 -27 28 -11 -16
right_child=1 -3 3 -5 5 -7 13 12 9 24 14 -13 -14 -15 15 -17 -18 18 -20 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00084589995331046529 -0.0014012185032197283 -0.0013941483120924365 -0.0014046647483468317 0.0012370494038642589 -0.001388533679160292 -0.0012461736754322121 0.0014031573993343767 -0.0014031167623040396 -0.0012914771265607001 0.00045747233479065858 -0.00041935399824785603 0.00051377255656102829 0.00034392328919511945 -0.0013524143705258233 -8.3083824097941543e-05 -0.0014029114243614075 -0.0012232923278226353 -0.0013381114197101194 0.0013125217516546017 -0.0010831516633678395 -0.0013233896273585931 0.00065196379620447353 -0.001388247634033779 0.00089296075325949952 0.0014075857278856776 -0.0011349685367186249 0.00027567689186121453 0.00093288938633859795 -0.0014086842245575066 0.0010223646264463681
leaf_weight=0.095020912493055332 0.01827174827849376 0.01866029211669229 0.01703694005482248 0.045171271066465013 0.029903128217938391 0.084488557439954204 0.0068340379111759822 0.02997800156640551 0.069692661306817061 0.036814657605646062 0.030124066616735945 0.020798480111807294 0.032104778431857994 0.068159320992776884 0.32064147993548875 0.038217637361071866 0.031836915687790679 0.020807498506655975 0.037655685369827552 0.02217196337369387 0.022202977015695069 0.086894419308919391 0.027710503989624158 0.081086483309263602 0.037341056784498505 0.019735161800781498 0.57223970564837146 0.042842226946959272 0.023227183204653556 0.031649092306452076
leaf_count=66 126 32 33 137 41 393 6 114 68 28 29 30 15 475 669 230 289 24 119 19 45 118 102 54 15 14 531 14 38 36
internal_value=0 0.000146744 0.000184925 0.000224366 -0.000177132 -0.000247914 -0.000164073 0.000314169 -8.85767e-05 -4.54365e-05 -0.000154552 -0.000876559 -0.000499672 -0.0011013 -5.70897e-05 -0.000175346 -8.52875e-05 0.000158036 0.000197618 0.000131499 -1.12113e-05 5.11887e-05 -8.61899e-05 0.000537489 0.000546619 0.00018129 0.000228649 0.000234137 -0.00026445 1.62275e-05
internal_weight=0 0.77175 0.75309 0.734818 1.24757 1.09046 1.00598 0.157104 0.930983 0.90108 0.760855 0.0904911 0.0620828 0.0749934 0.670364 0.559153 0.520935 0.689647 0.67261 0.634954 0.489098 0.466895 0.380001 0.111211 0.140225 0.614147 0.591975 0.102884 0.0600418 0.352291
internal_count=3910 1035 1003 877 2875 2680 2287 195 1806 1765 1670 98 129 481 1572 1489 1259 740 707 588 970 925 807 83 95 564 545 80 66 705
is_linear=0
shrinkage=0.00140032


Tree=698
num_leaves=31
num_cat=0
split_feature=1446 1373 1 0 133 1429 132 131 41 12 12 13 0 0 47 13 13 43 16 1426 38 3 453 4 482 457 40 42 4 15
split_gain=0.00702211 0.00694195 0.00771317 0.0135716 0.0113962 0.0105554 0.00894302 0.0108526 0.00883363 0.00853386 0.00903334 0.00813191 0.00799747 0.0142579 0.00814887 0.00965912 0.0105832 0.00858404 0.0108594 0.00765491 0.00751432 0.010318 0.0088207 0.00839545 0.00836286 0.00823573 0.00932681 0.0124901 0.00856412 0.0113138
threshold=0.11539000000000001 0.11103 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.086185000000000012 0.079995000000000011 0.10340500000000001 0.078535000000000008 0.085185000000000025 0.086935000000000012 -0.51172499999999987 -0.082994999999999985 -0.074249999999999997 0.097435000000000008 -0.5337599999999999 -0.45122499999999993 -0.078454999999999983 -0.30307999999999996 -1.0000000180025095e-35 0.13584500000000002 0.16699000000000003 0.091855000000000006 0.51060500000000009 0.092060000000000017 0.53894500000000012 0.028705000000000001 -0.11403999999999999 -0.23071499999999998 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 -6 -11 -12 -5 -14 15 -15 -17 -18 -19 -4 21 22 23 24 25 26 27 -21 29 -29
right_child=-2 -3 6 12 9 -7 7 -9 -10 10 11 -13 13 14 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.003387430319028416 -0.0033867704033063179 -0.0031771431887776778 -0.0033971152694790285 0.00160230800906297 -0.0033851565868873472 0.0033142875860640566 0.002654942644615574 -0.0026318635631215753 -0.0017575838826530315 0.002027527097339612 0.0010963444442493443 -0.0033868907419957947 -0.0027849366669846221 -0.0033943428889036905 0.0028960467053004194 0.0031958098730395842 0.0006364180004689474 0.0027855552764208392 -0.0019828681013091907 -0.0029345802493971882 -0.0033867930882173366 0.0022975227958253199 -0.0026254368512524618 0.0031453879631321638 -0.003183851246661539 -0.0033056583090599941 0.0033910122766335916 0.0033994826620737774 0.00057557765907095956 -0.0023374143008570553
leaf_weight=0.036432936971976915 0.0071244917101154206 0.0078550016301051073 0.0064472280597556155 0.032231401429214657 0.0088611552840660579 0.0029050989156758069 0.030922395931952451 0.0051914285174916577 0.026303276518547136 0.017968414164130309 0.0085452984785661101 0.01011378354560577 0.021858796957133109 0.0093883369117975235 0.011389662664896605 0.011914286442333832 0.063327864569657777 0.0063796973237231205 0.038243274181269271 0.013331528383559998 0.0061779984389431766 0.029613697652735027 0.012037888002851105 0.011641593205467871 0.0080498273117655117 0.0070948899883660479 0.011368839952183407 0.0047283127860282539 0.29768171142907818 0.023469337499932408
leaf_count=553 55 19 63 83 194 7 150 45 91 82 4 153 474 3 19 7 143 11 238 33 8 141 25 111 71 14 20 2 941 150
internal_value=0 -1.23567e-05 1.97772e-05 -0.000429356 -0.0015589 -0.00289251 0.000273916 0.00189495 0.00014608 -0.00040561 0.000315221 -0.0013337 6.26777e-05 -0.0002427 0.000152415 -8.93502e-05 0.000169511 -0.000164495 -0.00130113 0.000262085 0.000317569 0.000372186 0.000225767 0.00031672 0.000226679 0.000303436 0.000376475 0.000275441 0.000406762 -0.00137542
internal_weight=0 0.781475 0.77362 0.27956 0.0848267 0.039338 0.49406 0.0361138 0.457946 0.0454887 0.0366275 0.0186591 0.194733 0.162502 0.140643 0.129253 0.119865 0.107951 0.044623 0.431643 0.425196 0.419018 0.389404 0.377366 0.365724 0.357675 0.35058 0.339211 0.325879 0.0281977
internal_count=3910 3855 3836 1971 993 560 1865 195 1670 433 239 157 978 895 421 402 399 392 249 1579 1516 1508 1367 1342 1231 1160 1146 1126 1093 152
is_linear=0
shrinkage=0.00338353


Tree=699
num_leaves=31
num_cat=0
split_feature=1 52 0 47 52 44 48 15 0 47 43 160 1374 484 0 3 43 14 131 52 3 403 0 2 457 42 156 133 1212 133
split_gain=0.0280165 0.0287124 0.029123 0.0295781 0.0317629 0.0276974 0.030566 0.0311887 0.0336833 0.0320784 0.0385101 0.0315332 0.0235267 0.0246671 0.0363753 0.0280925 0.0261257 0.0232446 0.0276703 0.0228488 0.0237488 0.0228764 0.0188676 0.0188437 0.0189249 0.0209725 0.0200374 0.0190383 0.0324678 0.019581
threshold=0.094385000000000011 -0.42985499999999993 -0.017269999999999997 0.13177500000000003 0.12897500000000003 0.086480000000000015 0.12862000000000004 0.024640000000000006 -0.10303999999999998 0.09252500000000001 -0.074254999999999988 -0.080184999999999992 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.115685 0.098320000000000005 -0.46510999999999997 0.084390000000000007 0.11401500000000002 0.10666500000000002 -1.0000000180025095e-35 -0.12329499999999999 -0.0050599999999999994 -0.066264999999999991 -0.09602999999999999 0.089280000000000012 -0.090054999999999982 -0.5172699999999999 -0.088724999999999984
decision_type=2 2 2 2 2 2 2 2 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 5 -5 6 7 9 -9 11 -11 17 -1 -14 -15 16 -16 -3 -19 20 21 -17 -12 -23 -25 -26 27 28 -27 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 22 -13 13 14 15 19 -18 18 -20 -21 -22 23 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.0011332538992100902 -0.0011269518500778522 -0.0010339536787969687 0.00076209795986677059 -0.0010170480340219905 0.00027661332955962632 -0.00095879870120026069 -0.00047479221043278776 0.00038954738841781979 -0.0010084279358513828 0.00059615077069433045 4.338076877830244e-05 0.00082792282907346627 -0.001007412770589775 0.00075517504613693365 0.00035255008269724427 -0.00094789301958864581 -0.00086366301184556302 0.00080355933742995845 -0.00098696705946959098 -0.0010664890559826893 0.00034427309354635553 -0.0010424932871456924 -0.00096686127332890591 -0.0011281837264216464 -0.0011293827015822085 0.00085170222097945519 -0.0011278755934560727 0.0011168829815046116 -0.0011277091974197565 2.8680604236515118e-05
leaf_weight=0.030641931231912056 0.023136825072015199 0.02027614012331469 0.087032479350000469 0.059803275402373401 0.040291766090376768 0.026957034926454071 0.074025026260642335 0.042776238282385748 0.044709574161288401 0.078784903469568235 0.045980018301634118 0.23431775687367917 0.039224981163328954 0.059715183248044701 0.1871928127184217 0.060236515515270872 0.025448171658354113 0.044554539299497264 0.014513120689116477 0.041903568938664648 0.085704359931696672 0.032681214557669369 0.047851614535829867 0.024281058901578723 0.024170456046703981 0.014173518115057959 0.020898593686752065 0.022352996369590761 0.040671335319075075 0.33976919037388775
leaf_count=46 144 7 175 40 23 28 41 25 118 55 22 378 484 34 162 666 21 56 31 322 28 48 52 77 95 22 95 4 228 383
internal_value=0 0.000111148 0.000144384 7.50008e-05 -0.000496304 0.000159751 0.000206298 0.00029417 -0.000324887 0.000405544 1.56211e-05 0.000620129 -0.00016093 -0.000131675 -9.65949e-05 -0.000151912 0.000206998 6.47378e-06 0.000363621 -0.000259884 -0.000209053 -0.000290924 -0.000471816 -0.000214674 -0.000159043 -0.000108113 -5.17382e-05 2.19836e-06 -0.000616171 9.58529e-05
internal_weight=0 0.88501 0.861873 0.774841 0.100095 0.674746 0.647789 0.573764 0.0874858 0.486278 0.172617 0.313662 1.04907 1.01842 0.979199 0.919484 0.212641 0.0793438 0.0590677 0.706843 0.664939 0.579235 0.0938316 0.518998 0.486317 0.462036 0.437866 0.416967 0.0548449 0.362122
internal_count=3910 1195 1051 876 63 813 785 744 143 601 129 472 2715 2669 2185 2151 183 94 87 1968 1646 1618 74 952 904 827 732 637 250 387
is_linear=0
shrinkage=0.00112622


Tree=700
num_leaves=31
num_cat=0
split_feature=1 39 1373 150 52 49 16 133 151 50 42 41 133 150 43 0 3 48 50 2 51 124 158 13 13 132 47 16 403 47
split_gain=0.0248125 0.0349908 0.0276499 0.0282174 0.0267588 0.036844 0.039101 0.0265254 0.0244191 0.0235829 0.0299591 0.0263235 0.0292673 0.0231539 0.0256614 0.0300826 0.0229862 0.0239836 0.0327673 0.0243673 0.0227014 0.0233498 0.022287 0.0220792 0.035098 0.025716 0.0196565 0.0242995 0.0281433 0.0287987
threshold=0.087545000000000026 0.005105000000000001 0.09586500000000002 0.081245000000000026 -1.0000000180025095e-35 -0.045004999999999996 -0.094359999999999986 -0.09590499999999999 -0.090394999999999989 0.078570000000000015 -0.09361499999999999 0.078535000000000008 0.10681500000000001 0.09202500000000001 -0.083899999999999988 -0.089879999999999974 0.31335500000000011 0.081315000000000012 0.11515000000000002 0.12068000000000001 -0.40274499999999996 -0.087894999999999987 0.084965000000000027 -0.10023999999999998 -1.0000000180025095e-35 0.093105000000000007 0.13206500000000002 -0.17157499999999998 0.03138500000000001 0.13135500000000003
decision_type=2 2 2 2 2 2 2 2 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 16 5 6 -5 -1 -9 10 -10 12 13 14 15 -12 17 18 19 26 -3 -22 23 -16 25 -25 27 -2 29 -29
right_child=1 20 -4 4 -6 -7 -8 8 9 -11 11 -13 -14 -15 22 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0012758378955828791 0.00058890101398207729 -0.0015190179474943433 -0.0015225960684345241 -0.001494014470784786 0.0011543350157184886 -0.0014372588058082084 0.00085746114031169196 -0.0012252640966828468 -0.0014801420995477037 -0.0012921823367821302 -0.00092164322472516966 -0.0013680160201901637 -0.00092950170511276093 -0.0014674063597864084 0.00060296981727939603 0.00092807679836003239 0.0012503853450344187 -0.00069921515969905172 -0.0015194317696501411 0.0011777272890376698 -0.00017823668642634729 0.0011318780393456886 -0.0015221920839800743 -0.0013531843856067292 0.00026453515286753871 0.0010295615785335531 -0.0015228911290262913 -0.00054838043839269802 0.0010001096558903966 0.0015412119053420993
leaf_weight=0.055800144862473533 0.12417514589651546 0.010114866585354321 0.028001666436466621 0.019543232003343292 0.083069528473060927 0.029473986098309979 0.096312793211836834 0.049436772983653898 0.032591926845952801 0.037704026956703274 0.023078319906971956 0.030456516197318706 0.060324189767243297 0.018939733602564957 0.12604402647139057 0.16198272073870601 0.026033967184048379 0.1665775085293717 0.031941954937110495 0.041385756088857306 0.041111825069947372 0.13036122416224316 0.020705761345652718 0.068256866772685387 0.14088523739451453 0.012278461051209888 0.019609584411227843 0.22493755129289617 0.037733087331844217 0.016247786581516266
leaf_count=371 64 10 23 6 91 17 85 138 169 313 64 51 321 46 35 132 91 120 101 50 54 304 112 397 119 24 16 536 49 1
internal_value=0 7.82134e-05 -3.88797e-05 6.42519e-06 0.000468105 7.58609e-05 0.000460801 -0.000266151 -0.000194167 -0.000124649 -6.13592e-05 8.39081e-06 7.46689e-05 0.000180539 0.000236956 0.000697405 -0.000146698 -0.00020159 -3.44771e-05 6.77282e-05 0.000687605 0.000817769 5.51104e-06 9.65484e-05 -0.000191733 -0.00098991 -4.09489e-05 3.11442e-05 -0.00021717 -0.000407612
internal_weight=0 1.12663 0.945044 0.917042 0.2284 0.14533 0.115856 0.838485 0.782685 0.733248 0.695544 0.662952 0.632495 0.572171 0.553231 0.185061 0.688642 0.662608 0.496031 0.464089 0.181588 0.171473 0.36817 0.347465 0.221421 0.0805353 0.422703 0.403094 0.278918 0.241185
internal_count=3910 1618 1250 1227 199 108 91 2292 1921 1783 1470 1301 1250 929 883 196 1028 937 817 716 368 358 687 575 540 421 666 650 586 537
is_linear=0
shrinkage=0.00151575


Tree=701
num_leaves=31
num_cat=0
split_feature=158 31 1 457 1375 4 3 3 0 15 47 0 4 43 52 42 132 43 13 131 52 2 1429 475 52 1213 52 1 33 4
split_gain=0.00671009 0.00746462 0.00722467 0.00853223 0.0105909 0.0127533 0.00963623 0.0107562 0.00854122 0.0118698 0.0132702 0.0147242 0.00985508 0.018746 0.0155635 0.0148481 0.00960312 0.00936412 0.0100362 0.00926084 0.00932139 0.0102827 0.0161036 0.00853095 0.00851058 0.0082411 0.00859294 0.0162252 0.00989704 0.00812107
threshold=0.11034000000000001 -1.0000000180025095e-35 0.11561500000000001 0.081330000000000013 -0.43271999999999994 -0.021164999999999996 0.090325000000000003 -0.081954999999999986 -0.070894999999999986 0.10043500000000001 0.090280000000000013 -0.083424999999999985 -0.49837999999999999 -0.52334499999999984 0.11401500000000002 0.09901500000000002 0.12562500000000001 -0.07526999999999999 -0.092039999999999983 0.089415000000000008 -0.0066199999999999991 0.092175000000000021 0.084920000000000009 -0.082014999999999991 -0.077699999999999977 0.041025000000000006 0.086950000000000013 0.089370000000000019 0.084300000000000014 -0.15333499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 11 19 13 -10 15 23 29 18 -12 20 21 22 -3 -14 -23 26 28 -28 -22 -13
right_child=-2 2 -4 4 5 6 -8 -9 12 -11 17 16 14 -15 -16 -17 -18 -19 -20 -21 25 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0036701518499635427 -0.0031430387515809857 -0.0032707622033698348 0.00072435858868206483 -0.0013904722189346551 -0.0015861657003668182 0.0021361593273153336 0.0032156214830729598 -0.0016132117855121981 0.0024437088836410229 -0.0036665357647440353 0.0027691728850419818 0.00019294743934111964 -0.0019952859889050528 -0.0029622805251208824 -0.0026280439643893627 -0.0032275422085843355 0.0029438408935793174 -0.0032619169527390497 -0.0036264550259470303 -0.0033329432489105563 0.0018069275055094148 0.0023123794908007055 0.0023309549047329345 0.0018850420138984214 -0.0012325473951382826 -0.0036659822683602445 -0.0036687255581949771 0.0020016975917467664 -0.0030321623050438527 -0.0035156604002923569
leaf_weight=0.0073215403225503897 0.0092815099208536367 0.030910310603260882 0.13494369028626352 0.026729984561200126 0.017857369158946312 0.02609301968800537 0.036733218275912805 0.016917363904667582 0.012327682125032879 0.017801371720651105 0.0084159834525507904 0.010393558044597739 0.0082345323900199219 0.028484800576279667 0.01625027322461392 0.0093481060464455368 0.0045754031879710047 0.037240652185815293 0.0054047039452882481 0.0099076949020400207 0.097490226868984564 0.0195868141054234 0.0088559024589471846 0.098597210762108034 0.016941605638749024 0.005178394499409932 0.013340786699288287 0.01373964381582482 0.0060192096207174464 0.033281661644281257
leaf_count=110 167 265 457 19 44 82 47 72 8 183 11 18 32 141 80 103 27 122 95 103 336 71 37 226 26 115 227 21 23 642
internal_value=0 -1.04859e-05 -4.54106e-05 -0.000208568 0.000652095 0.00121149 0.00183799 0.000661411 -0.000417433 -0.000755445 -0.000594149 -0.000270591 0.000244149 -0.00132937 0.000729077 0.00119864 -0.00210427 -0.00230645 0.000268105 0.000128004 0.000289701 -0.000734609 -0.00202326 0.00158595 0.000668269 0.00086531 0.00104499 -0.000791755 0.00152553 -0.00263311
internal_weight=0 0.778923 0.771601 0.636657 0.124331 0.097601 0.0797436 0.0430104 0.512327 0.339084 0.321283 0.270221 0.173243 0.0408125 0.13243 0.11618 0.0482506 0.0510613 0.0138207 0.221971 0.212063 0.0762946 0.0397662 0.106832 0.0365284 0.135768 0.13059 0.0270804 0.103509 0.0436752
internal_count=3910 3743 3633 3176 264 245 201 154 2912 2322 2139 1911 590 149 441 361 687 228 106 1224 1121 399 302 258 97 722 607 248 359 660
is_linear=0
shrinkage=0.00366245


Tree=702
num_leaves=31
num_cat=0
split_feature=1 12 124 3 48 50 2 48 457 51 0 4 42 52 16 159 52 51 0 16 160 15 133 1212 4 2 3 132 48 42
split_gain=0.0284386 0.0297269 0.0335342 0.0272811 0.0239445 0.0357927 0.0495041 0.0345937 0.0308571 0.0222502 0.0216775 0.0306591 0.0409872 0.0320067 0.0221876 0.0213405 0.0196162 0.0204718 0.0240306 0.0214818 0.0395253 0.0246281 0.0256609 0.0267136 0.0171347 0.0213522 0.0164867 0.0170501 0.0185983 0.0208099
threshold=0.094485000000000013 -0.071274999999999991 -0.088344999999999993 0.31335500000000011 0.11930500000000001 0.11515000000000002 0.11542500000000001 -0.033554999999999995 0.081330000000000013 0.13741000000000003 -0.060094999999999989 -0.49837999999999999 0.092635000000000009 0.10433000000000002 0.3935300000000001 0.092630000000000018 0.086950000000000013 0.08955500000000001 -0.23029999999999998 -0.083564999999999987 0.085065000000000016 0.10043500000000001 -0.090054999999999982 -0.5172699999999999 -0.032604999999999995 -1.0000000180025095e-35 0.088060000000000013 0.12562500000000001 0.086870000000000017 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=10 2 -2 4 5 6 8 -8 24 -6 16 13 14 -12 15 -13 17 18 -1 20 21 22 23 -20 25 -3 27 28 -21 -30
right_child=1 3 -4 -5 9 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00038183024757584231 -0.00051958240635347559 0.0009000761654998562 0.00086600069626642713 0.001196307263316764 -0.00093626356600238863 -0.0011984563807291959 -0.00064129250197370589 0.001111890911022621 0.00057177053153247221 -1.1137464343158595e-05 -0.0012004366447940747 0.00075127763476962885 -0.0012024903218362624 0.00014918119950392488 -0.00060287068495434816 -0.00024008741868937632 -0.00096654820826278388 -0.0010904540632901468 0.00097343539603636834 -0.00096781876497017852 -0.0011907994973206811 -0.0011999735311529832 0.00039155455037222849 -0.0010751722862470104 -0.00022204662981704159 -0.0011171338094017392 3.0481027088585158e-05 0.00084615469271170896 -0.001196605078413421 0.00025727704344671225
leaf_weight=0.054776557445620822 0.036174991469124507 0.0085274580305849668 0.080409095148297638 0.019191198569842527 0.11619501127643161 0.041792955167238688 0.020502055688666587 0.074478759768680902 0.061442351397090533 0.054577650233113673 0.064829785986148636 0.11729735589597123 0.029673504434413189 0.040956932784411038 0.031892725010948197 0.042165752969594905 0.11656967830276699 0.062774608269364762 0.011894500734342728 0.21862561587806784 0.046947518159868196 0.021512258579605259 0.15123832478252563 0.038590965399293964 0.32067035628642759 0.061927278076836956 0.044522784271975979 0.0092499654911080142 0.021173634951992426 0.041871495446457629
leaf_count=27 44 9 299 68 56 79 31 112 59 33 80 60 75 19 40 22 767 135 8 908 67 10 221 107 208 189 16 13 67 81
internal_value=0 -0.000126803 0.000436067 -0.000211008 -0.00024654 -0.000132353 -5.09802e-05 0.000733458 -0.000215611 -0.0006406 -0.000409936 -0.000148781 0.000104466 -0.000677912 0.000307136 0.000489138 -0.000511573 -0.000438235 -0.000376238 -0.000444803 -0.000193996 1.56359e-05 0.000145271 -0.000592515 -0.000339302 -0.000872982 -0.000646815 -0.000750469 -0.000802902 -0.000231008
internal_weight=0 0.895889 0.116584 0.779305 0.760114 0.589341 0.547548 0.0949808 0.452567 0.170773 1.16656 0.326816 0.221029 0.105787 0.191356 0.159463 0.839748 0.723178 0.660404 0.605627 0.270184 0.223236 0.201724 0.0504855 0.391125 0.0704547 0.335443 0.290921 0.281671 0.0630451
internal_count=3910 1187 343 844 776 687 608 143 465 89 2723 296 197 99 122 82 2427 1660 1525 1498 413 346 336 115 406 198 1085 1069 1056 148
is_linear=0
shrinkage=0.00119516


Tree=703
num_leaves=31
num_cat=0
split_feature=1 42 0 4 52 52 150 0 52 43 42 52 47 52 2 50 48 4 46 51 49 3 52 133 49 1 43 51 1429 132
split_gain=0.0209487 0.0244526 0.0270619 0.0310093 0.0378227 0.0267018 0.0234464 0.0225049 0.0224653 0.022421 0.0217752 0.0375281 0.0192395 0.0211621 0.020877 0.0254595 0.0226351 0.0253625 0.02549 0.0262437 0.018945 0.0408417 0.0264854 0.0355765 0.0292006 0.0259661 0.0240398 0.0200629 0.0196984 0.0235745
threshold=0.10113500000000002 0.091955000000000023 -0.060094999999999989 -0.49837999999999999 0.10433000000000002 0.086950000000000013 0.090145000000000017 -0.017269999999999997 0.11262000000000001 -0.15648499999999999 0.091485000000000025 -0.11271999999999999 0.13177500000000003 0.12897500000000003 0.14808000000000002 0.11843500000000001 0.12862000000000004 -0.034289999999999994 0.092020000000000005 -0.42891999999999991 -0.085974999999999982 0.090325000000000003 0.048490000000000012 -0.090054999999999982 -0.080034999999999981 1.0000000180025095e-35 -0.090634999999999979 0.084305000000000019 0.084920000000000009 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 5 4 -4 10 -7 12 -5 -3 11 -1 14 -14 15 16 17 -2 19 -19 26 22 24 -24 -22 -26 -13 -23 29 -27
right_child=7 9 3 8 -6 6 -8 -9 -10 -11 -12 20 13 -15 -16 -17 -18 18 -20 -21 21 27 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0012452385462784321 -0.00073887343884555931 6.635999210508265e-05 -0.0013689710454551991 0.00072246519934720003 0.00078144990575630647 -0.0012123894590868249 0.00093270976968714788 0.00088508723052439027 -0.00056881387260276266 -0.0011531830540068933 0.0011901916058890043 0.00060131054589204628 -0.0011812427685606423 0.00027532769428328875 0.0013157112423613207 -0.0011949144413119616 -0.00061667184129686383 -0.0013745324613990582 -0.0012362130902054099 0.00055207419844233564 0.00053090882636020018 0.0012810829947559697 -0.0013753991143613978 0.0008703609403130705 -0.0013753464293998594 -0.00061840257432875837 -0.0011641261579621056 9.9042658585870699e-05 0.0013758508806500996 0.00089214240859902794
leaf_weight=0.056131102371750563 0.041142656757074292 0.043662889740971877 0.040141800870969746 0.18053467297158932 0.02502640089369379 0.07512049694594225 0.011011323596903821 0.070416758339433838 0.029550175538588519 0.081348942519411938 0.022880272518250422 0.019574911626023095 0.045122488245397108 0.032226282870396972 0.02784614996471646 0.027292617077819159 0.06031612920560292 0.013869616648662486 0.017172193583974149 0.33985613507275048 0.055822319577600643 0.062059565847448539 0.016157321707510164 0.075050002911893898 0.057713994621622522 0.16382298557380182 0.056486395465526362 0.047992156375585182 0.012001624039839953 0.02209969774048659
leaf_count=273 63 36 91 124 11 604 20 230 19 549 16 18 39 23 103 49 32 34 12 402 38 25 65 168 447 308 53 24 7 27
internal_value=0 -0.000153882 -8.42387e-05 0.000284194 -0.00054315 -0.000218751 -0.000938154 0.000150551 0.000540836 -0.000727233 -0.000125963 -0.000172658 6.50348e-05 -0.000574383 0.000158795 9.43187e-05 0.00016881 0.000283792 0.000397233 0.000476532 -7.04037e-05 2.44468e-05 -0.000178118 0.000472526 -0.000368651 -0.000565083 -0.000709779 0.00076561 -0.000328813 -0.000438852
internal_weight=0 1.15419 1.02918 0.275253 0.0651682 0.753924 0.0861318 0.675261 0.210085 0.125012 0.667792 0.644912 0.604844 0.0773488 0.527495 0.499649 0.472357 0.412041 0.370898 0.353726 0.588781 0.51272 0.402668 0.0912073 0.311461 0.255638 0.0760613 0.110052 0.197924 0.185923
internal_count=3910 2923 2338 245 102 2093 624 987 143 585 1469 1453 757 62 695 592 543 511 448 436 1180 1109 1060 233 827 789 71 49 342 335
is_linear=0
shrinkage=0.00137286


Tree=704
num_leaves=31
num_cat=0
split_feature=393 1446 156 1373 133 52 1 0 43 16 12 133 1212 132 0 0 2 44 3 48 2 1 457 4 14 0 15 160 16 52
split_gain=0.0067545 0.00664491 0.0066476 0.00658594 0.00658436 0.00694368 0.00702279 0.0130825 0.0108771 0.010085 0.00914238 0.00902297 0.0102311 0.00864535 0.00824979 0.0100891 0.00791927 0.012925 0.00889343 0.00900231 0.009731 0.0152173 0.0099908 0.0106718 0.0114578 0.00950125 0.0138085 0.0129925 0.00891032 0.00812114
threshold=-1.0000000180025095e-35 0.11539000000000001 -1.0000000180025095e-35 0.11103 -0.26719999999999994 -0.51745999999999992 1.0000000180025095e-35 -0.084074999999999997 0.15364000000000003 0.0015250000000000001 0.085325000000000012 -0.15498499999999996 -1.0000000180025095e-35 0.079995000000000011 -0.082994999999999985 -0.074249999999999997 0.14073000000000005 0.081710000000000019 0.16699000000000003 0.12862000000000004 1.0000000180025095e-35 0.095155000000000017 -0.0015249999999999997 -0.23071499999999998 -0.46637499999999993 1.0000000180025095e-35 -0.11739999999999999 -0.065259999999999985 -0.06723999999999998 -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 -4 -6 7 8 9 -7 -11 -8 -13 16 -9 -16 17 18 19 20 21 -14 -22 -24 -25 26 -23 -28 -21 -26
right_child=1 -3 3 -5 5 6 11 14 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 28 22 25 23 24 29 -27 27 -29 -30 -31
leaf_value=-0.003664293675150468 -0.003663611111320362 -0.0036655291019047687 -0.0023511580855453463 -0.0033989697986403153 -0.0036633881071951565 -0.0031488880330489189 0.0031983569739012794 0.0019661297370708137 0.0011907174613248962 0.0022483864193645698 -0.0036653711342996627 -0.003665318884240946 -0.003055447263619586 0.0023416372570990735 -0.0027761967744492477 0.00019331550268829816 0.0023206550147965399 -0.0033097255512438539 0.0026292746489703527 -0.0035673712545608782 -0.00096314151229156002 -0.0029987811823394164 -0.0019539837639163818 -0.001968036933603231 0.00093208980373848266 0.0036642871790226162 -0.0036658200842863988 0.0010454720485808221 0.00053489944154847403 0.002661254481235888
leaf_weight=0.0069204240567160005 0.0065807289348498435 0.0066853845606544829 0.014808595278140047 0.0074262523862671506 0.0064662591854869325 0.046070048664091701 0.015090960945485676 0.029629072898330833 0.015009149625740292 0.010385412807863759 0.0052939476051392367 0.0084797518395021143 0.024952745831171796 0.02866928268463198 0.017336661625677152 0.13372809641569461 0.02370583374488433 0.014040523139101424 0.020264584666392693 0.016670854792209866 0.036007095613967977 0.019099098684250748 0.013627269931362207 0.012336048202087113 0.081356644976892767 0.0092901935271356706 0.0089050573484996676 0.066369194311846513 0.012373422918244614 0.065977900381653853
leaf_count=76 185 55 220 19 177 749 56 66 17 19 44 75 306 138 369 331 129 34 73 21 42 48 56 29 126 65 62 152 24 147
internal_value=0 -2.99346e-05 1.63284e-06 3.32295e-05 6.69468e-05 0.000115263 0.000148521 -0.000338996 -0.00160571 -0.00228542 0.000251677 0.00041153 0.000320525 0.00039503 0.000199101 -0.000147475 0.000263711 0.000142193 0.000267355 0.000136925 0.000305099 -0.000487738 0.000792291 0.00115703 0.00142254 0.000130332 -0.000217553 0.000488119 -0.00181972 0.00170643
internal_weight=0 0.776636 0.769951 0.76337 0.755944 0.741135 0.734669 0.257452 0.0767586 0.0617494 0.0156794 0.477216 0.462126 0.453646 0.180694 0.151065 0.424976 0.401271 0.38723 0.366966 0.337921 0.128616 0.209305 0.173298 0.159671 0.103664 0.0943734 0.0752743 0.0290443 0.147335
internal_count=3910 3834 3779 3594 3575 3355 3178 1595 829 812 63 1583 1527 1452 766 700 1314 1185 1151 1078 1033 633 400 358 302 327 262 214 45 273
is_linear=0
shrinkage=0.00366245


Tree=705
num_leaves=31
num_cat=0
split_feature=393 484 150 483 1 42 150 13 375 457 16 16 4 156 42 15 13 151 3 4 41 4 0 3 4 4 0 12 2 4
split_gain=0.00611627 0.00627521 0.00946513 0.00750779 0.00676002 0.01038 0.00973332 0.00925162 0.00891466 0.00888158 0.0146911 0.0140782 0.0107211 0.00812226 0.00773562 0.0101898 0.0141401 0.0146217 0.00963477 0.0126202 0.0149715 0.0116669 0.0134782 0.0108582 0.0177229 0.0139401 0.0116944 0.00980696 0.00972314 0.00928111
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.097030000000000019 0.11293000000000002 0.12811000000000003 0.09901500000000002 0.15024000000000001 0.41346500000000003 -0.40343999999999997 0.084715000000000013 -0.094359999999999986 -0.38486499999999996 -0.013929999999999998 0.10613500000000002 0.098285000000000011 0.091600000000000015 -0.26418499999999995 0.11831500000000002 -0.100615 -0.48072499999999996 0.078535000000000008 -1.0000000180025095e-35 -0.10071499999999999 -0.078884999999999997 -0.083329999999999987 -0.08422499999999998 -0.10575999999999998 0.091650000000000023 0.079395000000000007 -0.57869499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -6 14 11 -11 -12 -10 15 18 -17 -18 19 29 -21 23 -23 24 25 -20 -26 -22 -25 -3
right_child=1 4 -4 -5 8 7 -8 -9 13 10 12 -13 -14 -15 -16 16 17 -19 21 20 27 22 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-0.0031898352227792606 -0.0027428881398790356 0.0025826797049256114 0.0017810209962858604 0.0013342450819455751 -0.0030602801509276561 -0.002081498490785295 -0.0031243278173629591 0.0032002772188552925 0.0015750394163831897 0.0019078731884754677 -0.00091302256785438514 -0.0031974877161311485 0.002556637271405282 -0.0028139625181577903 0.0028083737176447304 0.0031621739249312083 -0.0031378343767529747 0.0031783512176312726 -0.0029566122948180219 0.0019845251205394274 0.0015976901356610828 -0.0004304882496507825 -0.0028454620025324673 0.0025018128248311461 0.0031929282752131026 0.0022362216107888388 -0.0031899315049652437 -0.002648865882089894 0.00032642810052868637 -0.0031937765814621932
leaf_weight=0.0062621435652090432 0.026475230346164835 0.0037094755971338609 0.008320509179156943 0.0055546733833438102 0.005191740143345668 0.037568159157103764 0.0096851828766375547 0.0037036682479083529 0.062821212335734344 0.0092897095041735156 0.011145789776719539 0.013426977035123855 0.048221943760609065 0.0046002033650438525 0.0093796624586275357 0.0053975588489265638 0.031025609307832269 0.0042343998156866283 0.0070082498140777707 0.072478064061272107 0.0091669414518946724 0.10515706156451188 0.030252204724106946 0.025178020651878796 0.0032494030747329808 0.021010679290270673 0.028612028367575704 0.013928352381526565 0.12255422306303387 0.011893801892711053
leaf_count=76 533 2 22 57 6 380 6 1 282 50 41 13 90 25 18 3 307 3 227 190 40 219 295 82 3 36 547 17 258 81
internal_value=0 -2.56858e-05 -0.00124877 -0.00203583 4.38346e-05 -6.11902e-05 4.58891e-05 -0.00160752 0.000965568 9.82566e-05 0.00107086 -0.00110971 0.00190524 0.00127558 -6.00727e-05 -0.000114442 -0.00164365 -0.00237932 2.24448e-05 0.000838129 0.00127218 -0.000241926 -0.000970025 0.000232955 -0.000912343 0.000937361 -0.00253897 -0.000963331 0.000697179 -0.0018205
internal_weight=0 0.750241 0.0403504 0.0320299 0.70989 0.637277 0.596005 0.0412718 0.0726132 0.58632 0.0820844 0.0227167 0.0593677 0.0674214 0.504236 0.494856 0.0406576 0.03526 0.454199 0.111177 0.0955734 0.343022 0.135409 0.207613 0.0598804 0.0280189 0.0318614 0.0230953 0.147732 0.0156033
internal_count=3910 3834 612 590 3222 2909 2528 381 313 2522 194 63 131 307 2328 2310 313 310 1997 330 247 1667 514 1153 813 263 550 57 340 83
is_linear=0
shrinkage=0.00318838


Tree=706
num_leaves=31
num_cat=0
split_feature=160 1213 403 52 133 484 1 0 42 1 150 484 130 475 148 1 447 457 11 43 42 49 4 2 160 3 130 1 42 401
split_gain=0.0183499 0.019027 0.0204394 0.0227411 0.0222668 0.0196369 0.0233902 0.0219835 0.0228911 0.0195605 0.0194885 0.0172828 0.0165244 0.0164895 0.0162819 0.0184299 0.0163952 0.0187434 0.0183264 0.0192147 0.0226966 0.0215332 0.0223383 0.0283901 0.0197025 0.0183319 0.0199982 0.0220555 0.0171253 0.0162193
threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.084084999999999979 -0.42985499999999993 -0.26719999999999994 -0.0043499999999999988 0.11327500000000001 -0.18087499999999998 -0.14127499999999996 0.11167500000000001 0.097030000000000019 0.11837000000000002 -0.088449999999999987 -0.086004999999999984 -0.084284999999999985 0.10386500000000001 0.083945000000000006 -0.066264999999999991 0.08184000000000001 -0.083899999999999988 0.092860000000000012 -0.085974999999999982 -0.51381999999999983 0.090545000000000014 0.089480000000000018 0.086245000000000016 -0.08075499999999998 0.076710000000000014 -0.09602999999999999 0.082755000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 13 -3 -4 -5 10 9 -8 -9 12 -6 -10 -7 -2 -14 16 17 -16 19 28 21 -21 -23 24 25 26 -24 -28 -19 -1
right_child=1 2 3 4 5 6 7 8 11 -11 -12 -13 14 -15 15 -17 -18 18 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010570390383352073 0.0011503395016854918 -0.00078734459450364037 -0.00082589886530195329 -0.00097851906178425519 -0.00074878588744059016 -0.0009741975025809777 -0.00030589261531256315 -0.00028105543957000539 0.00087307939648515983 -0.00061930036291136441 0.00066792213705711494 -0.00074656088339566354 -0.00085176057869395172 -0.00097556884932868617 -0.00066914098966304653 0.00058021189401150954 0.00091951547356806257 -0.00050190462319539986 -0.00089063905646069878 -0.00069707982415443564 -0.0010835551624760716 -0.0011528454004916574 0.0010561736683182164 0.00052298288305632453 -0.0011521976439424404 0.00062439740322155538 -0.00089876728883839599 5.3434383810232325e-05 0.00058103209903726471 0.00097195885413921767
leaf_weight=0.036360585864656625 0.0054581025615334502 0.039856699107985949 0.038255729004958661 0.026075180430211398 0.063048150096562394 0.018850088749785998 0.041728828958184749 0.031794318229003693 0.15648342237568613 0.05427076315982049 0.016081933213172306 0.0092056152752775233 0.022532774011778445 0.040843837740794586 0.045917089830026514 0.10862745709300725 0.029185531313487445 0.021981606912390816 0.024344534929696238 0.044545986947923 0.023939008067941359 0.016882983505637883 0.015619716159562147 0.18871645006220206 0.020631996700103628 0.050647652768020635 0.052516368345214559 0.082572178470854851 0.15621515501743422 0.0060663868542860646
leaf_count=287 4 438 338 191 459 50 56 19 370 40 22 12 47 556 83 129 31 44 29 32 82 12 4 109 22 26 115 112 173 18
internal_value=0 -4.50478e-07 2.35022e-05 4.72535e-05 7.25127e-05 9.36536e-05 0.000129702 0.000451689 0.000611768 5.09466e-05 -0.000460862 0.000783093 9.03249e-05 -0.000724965 0.000112501 0.000137125 7.49174e-05 4.18092e-05 8.85372e-05 0.00012389 7.66444e-06 6.29935e-05 0.000142178 0.000195413 -8.3061e-05 2.64884e-05 -0.000174447 -0.000316739 0.000447446 -0.000766924
internal_weight=0 1.44683 1.40053 1.36067 1.32241 1.29634 1.21721 0.239212 0.197483 0.977997 0.0791301 0.165689 0.923727 0.0463019 0.904876 0.882344 0.773716 0.744531 0.698614 0.674269 0.496072 0.472133 0.427587 0.410704 0.221988 0.201356 0.150708 0.135089 0.178197 0.042427
internal_count=3910 3605 3045 2607 2269 2078 1597 457 401 1140 481 382 1100 560 1050 1003 874 843 760 731 514 432 400 388 279 257 231 227 217 305
is_linear=0
shrinkage=0.00114875


Tree=707
num_leaves=31
num_cat=0
split_feature=31 4 11 151 150 3 38 3 124 4 483 159 150 155 1374 129 160 34 3 149 146 401 133 3 50 133 402 456 52 0
split_gain=0.00604683 0.00610587 0.0137795 0.00995309 0.00846858 0.00761803 0.00732485 0.00988131 0.00889497 0.00906074 0.00862309 0.0110517 0.00918834 0.00803873 0.00808155 0.00818566 0.00826968 0.0083857 0.00795771 0.00748945 0.00746556 0.00743396 0.00753621 0.00746988 0.00788284 0.00811899 0.00821885 0.00740012 0.00776652 0.011571
threshold=-1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 -0.27336999999999995 0.081245000000000026 -0.14539499999999997 0.10208000000000002 0.31335500000000011 -0.048219999999999992 -0.51381999999999983 0.088030000000000011 0.09141500000000001 0.091630000000000003 0.088505000000000014 0.09309000000000002 0.089375000000000024 -0.40446999999999994 -1.0000000180025095e-35 -0.013944999999999997 0.082450000000000009 0.085010000000000016 0.10072000000000002 -0.26719999999999994 0.13772500000000001 0.10119500000000002 0.093130000000000004 -0.50199999999999989 0.084065000000000015 -0.0066199999999999991 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 8 18 -10 11 13 -13 14 15 16 -11 -18 -7 20 21 22 -19 24 25 27 -27 28 -24 -30
right_child=1 3 -4 4 -6 6 -8 -9 9 10 -12 12 -14 -15 -16 -17 17 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0030680685761141535 0.0012027895082152504 -0.0029925579285894448 -0.0029476846941307892 0.00057650515579754202 0.0034534094069819479 0.0032884780947915887 -0.0028991410963975241 0.003452776197055103 -0.0034580646092033352 -0.003452674908296505 -0.0029272961816998858 -0.0030185070542512907 0.0032354630848348801 -0.0034536730889266646 -0.0034577249793274496 -0.003453309500856306 -0.0034534051988839068 -0.0034534814433897672 8.0280183351790806e-05 -0.0034544858511347219 -0.003455669784656769 -0.0034523815606170133 8.4509223764748755e-05 0.0020109067082448285 -0.0028963230907621219 0.002165035422093009 -0.0033990415837634163 -0.0025577537783721327 0.0034093530380093408 0.00077671778505482075
leaf_weight=0.0073154876538410454 0.048083015812835583 0.0079503471924908808 0.02117361667995965 0.076667947279474902 0.014490549062202263 0.015432813778716081 0.011972551705412116 0.0088214574859648565 0.010943185547375833 0.0075830184423892879 0.014259053716401127 0.024739686428446817 0.0031549604746032847 0.0082198300937932345 0.0079464809575711115 0.0077803412951453757 0.007414254898321814 0.0058736771662779566 0.022834350646462553 0.006398298861171269 0.0061777501189226305 0.0059760312986156796 0.15811625780892768 0.034777537752233911 0.00877328193411131 0.0042748760994868453 0.012146625349927831 0.008950222394702223 0.023353798775133328 0.13388688359368928
leaf_count=113 120 20 160 308 90 46 38 56 34 208 250 228 17 137 34 171 28 138 72 24 15 153 329 32 156 30 305 54 17 527
internal_value=0 -8.53651e-05 -0.000210805 0.000710829 0.00103382 -0.000115476 -0.000228705 -0.000170344 -0.00022964 -0.0003522 -0.000282808 -0.000203514 -0.00231117 -7.21786e-05 -8.92541e-06 5.459e-05 0.000119005 0.000184092 0.00137412 0.000250079 0.000308997 0.000367708 0.000426221 0.000485522 0.000333737 0.000416906 -0.00195059 0.000536786 0.000624613 0.00116772
internal_weight=0 0.728173 0.629064 0.0991088 0.0911585 0.60789 0.559807 0.547835 0.539013 0.500746 0.489803 0.475544 0.0278946 0.447649 0.439429 0.431483 0.423703 0.416119 0.0382672 0.408705 0.402307 0.396129 0.390153 0.384279 0.349502 0.340729 0.0164215 0.324307 0.315357 0.157241
internal_count=3910 3797 3379 418 398 3219 3099 3061 3005 2887 2853 2603 245 2358 2221 2187 2016 1808 118 1780 1756 1741 1588 1450 1418 1262 335 927 873 544
is_linear=0
shrinkage=0.00345121


Tree=708
num_leaves=31
num_cat=0
split_feature=1213 475 49 14 375 39 3 48 51 2 51 457 52 484 133 3 12 3 52 52 13 4 474 151 0 48 1374 0 15 0
split_gain=0.0057858 0.00647993 0.00607578 0.00591308 0.00649723 0.00685021 0.0111771 0.0115328 0.00980681 0.0125665 0.0100276 0.012237 0.0103546 0.0120536 0.0120582 0.00969394 0.00959402 0.00956779 0.0099137 0.00910742 0.00837735 0.0117464 0.0123198 0.0111759 0.0138272 0.010288 0.0102345 0.0135153 0.00926498 0.0101576
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.083359999999999976 0.077685000000000018 0.087245000000000017 0.005105000000000001 0.16699000000000003 0.12649500000000002 0.13118000000000002 0.12068000000000001 0.11893500000000001 -0.070739999999999983 0.11401500000000002 -0.0043499999999999988 0.098810000000000023 0.11265500000000002 0.10106500000000002 -0.16059999999999997 -0.42985499999999993 0.024145000000000003 -0.015744999999999999 -0.34687499999999999 0.085070000000000021 -0.088854999999999976 -0.074249999999999997 0.095825000000000007 -0.094679999999999986 -0.22384499999999996 -0.19153499999999998 -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 -1 -3 4 5 6 7 8 9 10 11 -2 13 -13 17 -7 -16 -15 -19 -9 23 -22 25 -20 28 26 -23 -28 -25 -30
right_child=3 2 -4 -5 -6 15 -8 19 -10 -11 -12 12 -14 14 16 -17 -18 18 20 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0033855080216296223 -0.0024412485041193808 0.0032322687900740513 -0.0033849551761159298 -0.0018272743868304191 -0.0027437881410553489 0.0015627327872343782 0.0018832853378468123 -0.0033919312205162909 -0.0031155635702246019 0.0025300418138837198 0.0029463425111463373 -0.0033860929423773058 -0.0018373288215637008 0.0023181339798166905 -0.0033881494377505619 -0.0014285510935450514 0.0011885590185220119 -0.00338524566697457 -0.002486884331301118 4.9764196526290589e-05 -0.0033902873419351764 -0.0033815465702176704 0.0030241444480050986 -0.0028565849243319683 0.0027718579150261993 0.0022499014322340271 0.0015663895890842797 -0.00085508215132866321 0.0012918534654586681 -0.0020748993159927652
leaf_weight=0.0023160226410254827 0.025141579233775246 0.0017832991825343916 0.014543457429610385 0.019713496539907283 0.0093785081968462691 0.066819950931289895 0.032752758879780686 0.02160963912541547 0.011458612042048344 0.022350530504184007 0.012328711916040902 0.010846668887595001 0.033003504442461917 0.027104219612454017 0.017752360066083384 0.015229936075002115 0.0074418253951193938 0.0084687018911040468 0.010146775849193546 0.014851733285240698 0.011948149171530531 0.012743530087391264 0.014868128507259826 0.0087776909614944998 0.043217878646942154 0.017653286376685173 0.035983114162263519 0.098960537502534862 0.070269414711674472 0.012013033843061294
leaf_count=4 215 4 584 112 35 381 155 57 115 130 24 288 319 113 224 33 64 149 74 21 36 13 23 11 57 15 47 327 200 80
internal_value=0 -0.00191087 -0.00266219 -7.41719e-07 5.27514e-05 9.22658e-05 -3.68309e-05 -0.000151396 -2.05818e-05 5.02022e-05 -6.55891e-05 -0.000145216 -1.43773e-05 0.000133012 0.000229076 0.0010075 -0.00203629 0.000382437 0.000230385 -0.00199003 0.000321357 -0.00014142 7.39858e-05 0.000937081 0.00119581 -0.000191305 -0.000483107 -0.00020939 0.000447811 0.000800316
internal_weight=0 0.0186428 0.0163268 0.692834 0.673121 0.663742 0.581692 0.54894 0.512478 0.50102 0.478669 0.46634 0.441199 0.408195 0.397349 0.0820499 0.0251942 0.372154 0.34505 0.0364614 0.336582 0.192157 0.180209 0.144425 0.134278 0.16534 0.147687 0.134944 0.0910601 0.0822824
internal_count=3910 592 588 3318 3206 3171 2757 2602 2524 2409 2279 2255 2040 1721 1433 414 288 1145 1032 78 883 461 425 422 348 402 387 374 291 280
is_linear=0
shrinkage=0.00338353


Tree=709
num_leaves=31
num_cat=0
split_feature=45 1374 14 1 0 133 147 42 48 474 11 1 2 3 0 2 2 15 151 12 47 3 9 13 159 159 2 12 52 1374
split_gain=0.0056717 0.00666714 0.0059335 0.00604106 0.011941 0.0103175 0.00897697 0.00835356 0.00813795 0.00776019 0.00808975 0.00937813 0.00868002 0.0268344 0.00909114 0.00900457 0.0101284 0.00986308 0.0111201 0.00893205 0.0103918 0.0119826 0.00896301 0.0101202 0.0118268 0.00809121 0.00763553 0.00749653 0.00806895 0.00743724
threshold=-1.0000000180025095e-35 0.098580000000000015 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 1.0000000180025095e-35 -0.089744999999999978 -0.098424999999999985 -1.0000000180025095e-35 0.08184000000000001 0.11831500000000002 1.0000000180025095e-35 0.082730000000000012 -0.017269999999999997 0.085805000000000006 0.089910000000000004 -0.074174999999999977 -0.044604999999999992 0.097345000000000015 0.13206500000000002 -0.115685 -0.016839999999999997 -0.094679999999999986 -0.21685999999999997 -0.034019999999999988 1.0000000180025095e-35 0.085185000000000025 0.048695000000000009 -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 26 9 -6 -8 -5 12 -12 14 25 19 -15 -17 18 -18 22 21 -21 -11 -24 -25 -14 -2 -7 -29 -20
right_child=1 -3 -4 6 7 27 8 -9 -10 10 11 -13 13 15 -16 16 17 -19 29 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0033848956263387688 0.0032980375927403592 -0.003061876975470727 -0.0019266721430641716 -0.0030734129921431877 -0.0026308538694651191 -0.0033849358238797703 -0.00038065103377711107 0.00029368928464094821 0.0031319334624685946 0.0033923471071546645 -0.0023633297444724984 0.0018840156703980517 -0.0012209968890224455 0.0029346205956469274 0.003275250802030066 -0.0026256641440673225 -0.0014731405383579404 -0.0013338879390058065 0.0030630374267717679 -0.0033930127556916758 -0.002989315130020554 0.0020071491988227098 0.00068533385904298789 0.0015142609733354048 -0.0030910971207536589 0.0029641238811666535 -0.0033868041756273991 0.0011702197483171306 -0.0033889932382404099 0.00059928688758236067
leaf_weight=0.0054627763827284062 0.0020885592020931645 0.0084578098250176481 0.018533081728435263 0.0085505840579003234 0.012056544579763795 0.0076099405102496567 0.011443880762726621 0.15404507233294851 0.022197406864165714 0.0042816204359041867 0.026038322159820382 0.0077147717456682577 0.0058140087794527054 0.01085601389331714 0.0074045730355010156 0.018086596208377159 0.019451995184681437 0.037867003460007709 0.021570460698512761 0.0054611431387456824 0.00791818977040748 0.033935092623494256 0.015998219296534444 0.0075029466759701782 0.042800642882752982 0.058519356489568963 0.030850678148595989 0.025236001973510724 0.005393911987468413 0.040108647563329214
leaf_count=31 2 38 120 92 203 191 37 785 112 55 91 29 24 21 74 36 39 83 15 4 17 117 49 60 459 231 551 132 106 106
internal_value=0 -7.65992e-05 -3.88769e-05 1.48824e-05 -0.000415466 -0.00157496 0.000261819 8.14103e-05 0.00193704 0.000113465 0.000186849 -0.00139254 0.000344766 0.000761612 -0.000361411 -3.16964e-05 -0.000266605 9.19498e-05 0.000757443 -0.000589812 0.000547679 0.00125857 -0.00135231 -0.00165871 -0.00240419 0.0025859 -0.00296294 -0.00037938 0.000367345 0.00146091
internal_weight=0 0.677793 0.669335 0.650802 0.237281 0.0711791 0.413521 0.166102 0.0336413 0.37988 0.37133 0.0337531 0.337577 0.212274 0.125302 0.147941 0.137085 0.118998 0.0811311 0.117898 0.0473144 0.0393962 0.0705834 0.0663018 0.0503036 0.0643334 0.0329392 0.0382399 0.0306299 0.0616791
internal_count=3910 3879 3841 3721 1970 982 1751 988 149 1602 1510 120 1390 555 835 300 279 243 160 761 138 121 623 568 519 255 553 429 238 121
is_linear=0
shrinkage=0.00338353


Tree=710
num_leaves=31
num_cat=0
split_feature=4 11 151 48 43 3 48 3 457 49 0 3 150 159 148 150 13 403 403 1186 131 3 12 133 39 131 1 159 150 43
split_gain=0.0210311 0.0244492 0.0240475 0.0225109 0.0340514 0.027339 0.0262733 0.0202873 0.0319997 0.0234496 0.0220083 0.0279086 0.0198553 0.0194214 0.0188801 0.018217 0.0191945 0.0226088 0.0250298 0.0230056 0.0239437 0.0244455 0.0210422 0.018991 0.0211172 0.0173989 0.0173745 0.0255395 0.0170664 0.0167401
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 0.016865000000000002 -0.049504999999999987 -0.13927999999999999 0.084500000000000006 0.090325000000000003 0.041935000000000007 0.10251500000000001 -0.14136999999999997 0.24227500000000002 0.081245000000000026 0.10856 0.10530000000000002 -0.07718499999999999 -0.094679999999999986 -1.0000000180025095e-35 0.090530000000000013 0.083785000000000012 0.097135000000000013 -0.5217799999999998 -0.051479999999999991 0.08493500000000001 0.090455000000000021 0.08844500000000001 0.11774500000000002 -0.11345499999999999 0.10233000000000002 0.052855000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 -7 9 10 -8 -9 -12 26 14 15 -1 22 -18 19 20 21 -19 -17 25 -25 -23 -4 -28 -3 -24
right_child=2 28 12 4 5 6 7 8 -10 -11 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 23 29 24 -26 -27 27 -29 -30 -31
leaf_value=0.00075303168481253061 -0.00099585956066737796 -0.0012207283195550223 -3.3067816182411458e-05 0.00062797569342618856 0.0011615537702385642 0.0011023583997098571 -0.00093679598752371106 -0.00097649696702326602 0.00051139526376687953 0.00070410633181948326 -0.0004966841542967793 0.0012204839060142715 0.0012209383975003117 -0.0011442075372197584 -0.0012231349546160031 -0.0010239755939972896 -0.001076613664210319 0.0012256329084701927 -0.0012166412432013593 0.00081487436927625556 0.00061973110268443864 -0.00014432688215773961 -4.1071249942908805e-05 -0.0010522166245364327 0.001100941000186591 -0.0011410968765729755 -0.0011283263082481375 0.0010590292114268775 0.00091541837478752055 0.00072752416669404508
leaf_weight=0.033805531448706239 0.019994632330053719 0.043033472017896091 0.12168713611754367 0.14690021839282963 0.025081358422539779 0.02295494932695874 0.087477861167144511 0.059185178066400113 0.091465279189833382 0.015190032532245823 0.044000147757742525 0.02067506107778172 0.036577641229996516 0.030409804442001587 0.023875886845416971 0.019266352206614101 0.046641328609780208 0.015520517947152035 0.03369948429951819 0.035501320537150605 0.048350073411711492 0.36052702589063368 0.089475631639743147 0.07544806024918671 0.007436360054271062 0.028049237864252063 0.0092493537304108031 0.055729344718656648 0.0063825385914242352 0.079557207127891161
leaf_count=39 20 154 119 319 18 18 148 37 36 19 37 45 100 160 17 15 755 5 213 32 79 530 109 455 9 115 7 226 6 68
internal_value=0 -0.000101685 0.000284931 -7.27608e-05 0.000132171 -6.68126e-05 -0.000157176 -0.000248097 -3.54804e-05 -0.000694019 -0.000439323 5.22519e-05 0.000399644 -0.000186085 -0.000153609 -0.000124367 -0.0001597 -0.000258826 -0.000195731 -0.000135461 -0.000198484 -0.000279721 0.000183095 -0.000329277 -0.000859036 -0.000216278 0.000238709 0.000747671 -0.000944825 0.000320677
internal_weight=0 1.48991 0.243238 1.44049 0.51293 0.36603 0.340949 0.317994 0.215326 0.102668 0.12386 0.0646752 0.223243 0.927564 0.897154 0.873278 0.839473 0.651173 0.604532 0.570833 0.535331 0.486981 0.188299 0.471461 0.0828844 0.388576 0.186666 0.0649787 0.049416 0.169033
internal_count=3910 3438 472 3278 677 358 340 322 155 167 119 82 452 2601 2441 2424 2385 2193 1438 1225 1193 1114 192 1109 464 645 352 233 160 177
is_linear=0
shrinkage=0.00121906


Tree=711
num_leaves=31
num_cat=0
split_feature=158 31 1 42 3 42 52 4 13 52 2 49 150 159 15 457 150 133 0 0 1 150 49 16 2 159 474 156 133 15
split_gain=0.00570676 0.00597506 0.00569466 0.0069185 0.00883058 0.00852075 0.00905739 0.00851026 0.011039 0.00799506 0.00881635 0.00897226 0.00758542 0.0072108 0.00850854 0.0116375 0.0156676 0.00960036 0.0122645 0.0131721 0.00998864 0.00881021 0.00913311 0.00695477 0.00704656 0.00656637 0.0102746 0.00670034 0.00653823 0.0111921
threshold=0.11136500000000001 -1.0000000180025095e-35 0.10113500000000002 0.091955000000000023 -0.15464999999999998 0.091485000000000025 -0.15422999999999998 0.11205000000000001 0.41346500000000003 0.11401500000000002 0.097940000000000013 -0.14091999999999996 0.090145000000000017 0.09141500000000001 -0.095799999999999982 0.088175000000000017 0.086420000000000011 0.087330000000000019 -0.071924999999999989 -0.083424999999999985 0.090355000000000005 -0.20684999999999998 -0.080639999999999976 -0.19424999999999998 -1.0000000180025095e-35 0.085280000000000009 -1.0000000180025095e-35 0.096585000000000018 -0.090054999999999982 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 -1 3 4 -3 6 -6 8 -5 10 13 -12 -11 14 21 16 17 18 19 23 -19 -8 -23 -16 -25 27 -27 -4 29 -26
right_child=-2 2 25 7 5 -7 9 -9 -10 12 11 -13 -14 -15 15 -17 -18 20 -20 -21 -22 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0037420210990885779 -0.003188638726002628 0.0016892531252541954 0.00031450802542404565 -0.003740683628221254 -0.0030215496349920959 0.0032178769126490906 0.001981973119478119 0.00069181347729742944 0.0037472889260945579 -0.0036074217333736023 -0.0020237842910750623 0.0019944831134857109 0.0026653543777416834 -0.0029773827880005032 -0.003742791273617819 0.0026600391193631976 -0.0032772518864171304 -0.003740740946603564 0.0030752191220437797 -0.0031296046464544284 0.0032855207425750753 0.0012772792060168139 -0.0036224987556434745 -0.0037365058603050362 -0.0037383675656900836 -0.0030103144791617134 0.0031374246204403876 -0.0031275989484465657 0.0016537418473874291 0.0036524462039207871
leaf_weight=0.0058571239724756188 0.0079995056851629442 0.033005729431351938 0.20956818351396578 0.025171775937323559 0.017871233467985803 0.0091565315931347868 0.0069911207538098088 0.013395029818639159 0.003084200667217373 0.016521910200012258 0.0094807633286109194 0.042595417076938702 0.0032135930624690437 0.014609164333634794 0.0048538959085817615 0.02145467516263011 0.02100099437143399 0.014422184185718834 0.022160673333928571 0.0157699599374439 0.003510961339458162 0.0066494099045257818 0.026335288680826352 0.0043810273273265912 0.0085875895315865591 0.0045445493888109914 0.022965507593312395 0.0082009029367782205 0.060636089610369481 0.0042866930120339939
leaf_count=110 158 93 609 514 245 22 3 31 1 265 9 133 18 137 8 40 106 172 35 290 24 12 163 25 108 2 170 76 321 10
internal_value=0 -1.43263e-05 -4.79457e-05 -0.000317761 -0.00015422 -0.000336125 -0.000436153 -0.00176071 -0.00292336 -0.000285877 -0.000128108 0.00126293 -0.00258601 -0.000435514 -0.000267515 7.68705e-05 -0.000270357 0.000185225 0.000564223 -6.17215e-07 -0.00236514 -0.00182736 -0.00263475 0.000595719 0.000866078 0.000402129 0.00212184 0.000184883 0.00114038 -0.00127748
internal_weight=0 0.660282 0.654425 0.409146 0.367495 0.334489 0.325333 0.041651 0.028256 0.307461 0.287726 0.0520762 0.0197355 0.23565 0.221041 0.181065 0.15961 0.138609 0.120676 0.0985153 0.0179331 0.0399758 0.0329847 0.0827453 0.0778914 0.245279 0.0275101 0.217769 0.0735104 0.0128743
internal_count=3910 3752 3642 2785 2239 2146 2124 546 515 1879 1596 142 283 1454 1317 1139 1099 993 797 762 196 178 175 472 464 857 172 685 439 118
is_linear=0
shrinkage=0.0037357


Tree=712
num_leaves=31
num_cat=0
split_feature=1213 1365 1456 151 1446 375 1 130 375 14 43 123 130 1456 3 42 0 38 47 1 13 43 159 49 151 3 15 1 1 3
split_gain=0.00557385 0.00550319 0.00567913 0.00699324 0.00570459 0.00577326 0.00683704 0.00869094 0.00804458 0.00656248 0.0066252 0.00776277 0.00787613 0.00776529 0.00707801 0.00719331 0.00687703 0.00660288 0.00724987 0.00876597 0.00865012 0.0110152 0.0076866 0.00789722 0.0142077 0.00759306 0.0125836 0.00771399 0.0079178 0.00879416
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.035524999999999994 0.11539000000000001 0.092405000000000015 0.12811000000000003 -0.088449999999999987 -0.40343999999999997 0.077685000000000018 0.40422000000000008 1.0000000180025095e-35 0.079100000000000018 1.0000000180025095e-35 -0.15464999999999998 -0.10770999999999999 0.37339500000000009 0.10386000000000002 0.11603500000000001 0.11235500000000002 0.16421000000000002 -0.18906999999999999 0.10519500000000001 -0.085974999999999982 0.079335000000000017 0.16699000000000003 0.091435000000000002 0.11215000000000001 0.099115000000000023 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 10 11 12 13 14 16 -16 -9 18 19 20 21 -17 23 24 -23 26 27 28 29 -25
right_child=1 -3 4 -5 -6 -7 8 9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019774915121306457 0.00093517573910260551 -0.0019842144901812851 -0.0027227221841785408 -0.0033191613744772475 -0.003319520946729014 -0.0031079752195184943 -0.0031592005820269965 0.0023646027563450425 0.0015416373614239678 -0.0019907637711052651 -0.0031875473338686777 0.0018118987184887548 -0.0028661999541235131 -0.0033182781598373595 -0.003177433626950573 0.0032269170381002024 -0.00064417929159465829 -0.0027657924280383925 -0.0026289748129384146 0.0018661459611233216 -0.0033229472627431009 -0.0025056850741293178 -0.0025040554460844522 0.0029292283785375918 0.0009810363163072044 0.0033230657746525882 -0.003319233644887122 -0.0033047059764099735 0.001911781143145448 8.9817769565342669e-05
leaf_weight=0.016020751809406875 0.0066974347598716113 0.014954278652197672 0.012159149468686792 0.011642408202874321 0.0052935585133155874 0.0059627830999033895 0.004305171809392049 0.030239495199452904 0.057614212151690936 0.015778552508493249 0.0063364202732714139 0.031761926628291803 0.0095426423582551934 0.0068759618274611958 0.0072448809313527809 0.012817770135370665 0.011552615003893152 0.0083145653388783103 0.0095658070803779083 0.035389420171782149 0.0077961676333870846 0.029387146850581303 0.012088260494522274 0.01290037652142928 0.022865597295322004 0.0096492492739344016 0.010009244769264569 0.0057786197339737546 0.040174917539957278 0.17248852370138223
leaf_count=592 40 74 85 287 46 11 6 152 306 81 96 205 229 248 32 11 7 23 54 116 14 74 64 20 44 12 196 2 80 703
internal_value=0 3.96054e-06 5.25233e-05 -0.00176554 0.000108666 0.000139498 0.000172733 4.88196e-05 0.00121479 0.000115085 0.000182513 0.000226411 0.000115656 0.00017958 0.000234458 9.75907e-05 0.00153288 0.000158551 0.000222383 0.000295834 0.000130418 0.000212461 8.99314e-05 0.000193333 -0.000979909 0.000437575 0.000322213 0.000479764 0.000576716 0.0002874
internal_weight=0 0.627187 0.612233 0.0183398 0.593893 0.588599 0.582637 0.520717 0.0619194 0.508558 0.49278 0.486443 0.454681 0.445139 0.438263 0.396471 0.0417921 0.389226 0.380911 0.371345 0.335956 0.32816 0.315342 0.303254 0.0522527 0.251001 0.241352 0.231342 0.225564 0.185389
internal_count=3910 3318 3244 327 2917 2871 2860 2548 312 2463 2382 2286 2081 1852 1604 1445 159 1413 1390 1336 1220 1206 1195 1131 118 1013 1001 805 803 723
is_linear=0
shrinkage=0.00331719


Tree=713
num_leaves=31
num_cat=0
split_feature=481 31 1338 1348 14 15 158 4 11 151 474 1211 3 0 38 124 3 159 483 1374 150 160 157 129 34 4 457 133 148 51
split_gain=0.00523556 0.00545139 0.00549921 0.00637509 0.00728688 0.00603833 0.00586642 0.00666128 0.0136892 0.00661848 0.00688919 0.00625798 0.00596561 0.00733971 0.00603143 0.0109196 0.00958813 0.00805447 0.00752119 0.00701166 0.00702878 0.00861159 0.00743602 0.00659998 0.00667411 0.0064388 0.00620808 0.00612153 0.00627828 0.00638786
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.084620000000000015 0.077685000000000018 -0.15202999999999997 -0.26992499999999992 0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14539499999999997 0.37339500000000009 0.11576000000000002 -0.080564999999999984 0.30601500000000009 0.09141500000000001 0.088030000000000011 0.086765000000000023 -0.23067999999999997 -0.217635 0.087580000000000005 0.089375000000000024 -1.0000000180025095e-35 -0.52333999999999992 0.53894500000000012 -0.26719999999999994 0.087215000000000015 0.12527000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -9 -11 12 13 -8 15 -14 17 18 19 20 -17 -22 23 24 -23 -26 27 -27 29 -29
right_child=-2 2 -4 -5 5 -7 7 9 -10 10 -12 -13 14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0035960585164930762 -0.003048546558315525 -0.0035937276152625472 -0.0035942573089396204 0.0024740956882311131 0.0026451883275693459 -0.0035946636308796312 0.0026161803453697598 -0.0029068629523262093 -0.0035927207645526527 -0.003603316898671759 0.0015571738379307075 -0.0035923759764436764 0.0024581856313616768 -0.00081060913058077721 -0.0033194197547616673 0.003545304429091413 0.0035918455053651388 -0.0023896583821813471 -0.0035933940859174856 -0.0035959082982355071 -0.0035927351198278023 -0.0035922773597423974 -0.0032180090571815611 -0.003592655779216213 -0.0035966199815126204 -0.00359289451627753 -0.0035931986090812478 0.00040874092560684079 -0.0035946601299614331 0.0029880877255537503
leaf_weight=0.0053546617381812203 0.0074041271690958857 0.0058014227777363194 0.0055696484193958886 0.013032146158707292 0.002391675723629306 0.012192112163688762 0.023517386789080774 0.0051602318771983837 0.014195250516081614 0.0035074173938482991 0.067946901970572071 0.0062216408742585818 0.021626911313660457 0.0122589465463534 0.0073004297009902066 0.007160008273785933 0.0085965772227609705 0.021289711188543947 0.0078688813734189011 0.0070363698328037563 0.0086213953456493186 0.0058999723951274055 0.0088019893044446462 0.0060468357352903004 0.0054845346304546174 0.0048964560823208094 0.005125008901813998 0.29302518826425228 0.0048623647492149749 0.012924799212171934
leaf_count=112 109 110 23 71 22 96 63 18 116 1 355 214 102 8 19 6 62 238 171 54 205 30 82 127 11 104 13 1321 12 35
internal_value=0 -1.10204e-05 -4.27691e-05 -9.95424e-06 -6.48452e-05 -0.00257136 -1.2918e-06 3.53119e-05 -0.000117828 0.00102026 0.00130387 -1.47554e-05 3.23685e-05 0.00144197 -8.31474e-05 -2.8109e-05 -0.000160017 -0.000240843 -0.000119738 -4.58404e-05 2.30026e-05 -4.79013e-05 4.01549e-05 0.000124935 0.000192601 0.000261033 0.000326978 0.000390616 0.000453371 0.000517705
internal_weight=0 0.613717 0.608362 0.602793 0.58976 0.0145838 0.575177 0.569375 0.492761 0.0766146 0.0714543 0.478565 0.472344 0.0357763 0.436567 0.429267 0.40764 0.399044 0.377754 0.369885 0.362849 0.355689 0.347067 0.338265 0.332218 0.326318 0.320834 0.315709 0.310812 0.30595
internal_count=3910 3801 3689 3666 3595 118 3477 3367 2993 374 356 2877 2663 71 2592 2573 2471 2409 2171 2000 1946 1940 1735 1653 1526 1496 1485 1472 1368 1356
is_linear=0
shrinkage=0.00359063


Tree=714
num_leaves=31
num_cat=0
split_feature=1 0 39 42 4 52 133 133 52 51 52 1373 151 3 4 16 47 43 1 50 4 150 128 4 403 457 157 52 132 43
split_gain=0.0231287 0.0240243 0.0227259 0.022629 0.0220043 0.0262874 0.0198773 0.0189833 0.0200545 0.018918 0.0188762 0.0166355 0.017441 0.0160308 0.0159766 0.0152789 0.0156118 0.027676 0.0319918 0.0259053 0.0212516 0.0219534 0.0160216 0.0159986 0.0150448 0.0164657 0.0158371 0.0191671 0.0169848 0.0147127
threshold=0.087545000000000026 -0.060094999999999989 0.005105000000000001 0.092635000000000009 -0.49837999999999999 0.10433000000000002 -0.090054999999999982 -0.088724999999999984 0.084240000000000023 -0.40274499999999996 -0.42985499999999993 0.09586500000000002 -0.52174999999999983 -0.084129999999999996 -0.17479499999999998 -0.54165499999999989 0.09252500000000001 -0.074254999999999988 0.14000500000000002 0.11644500000000001 0.24280000000000004 -0.081029999999999977 0.086435000000000012 -0.37626499999999991 -1.0000000180025095e-35 -0.066264999999999991 -0.082754999999999981 -0.11051499999999999 0.093105000000000007 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 5 -3 -1 -8 13 -4 -2 12 -12 -9 -10 -14 19 29 -19 20 21 -17 23 -23 -15 -26 -27 28 -28 -18
right_child=2 3 9 -5 -6 -7 7 8 14 -11 11 -13 15 24 -16 16 17 18 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0012205678217950633 -0.0012198642147247915 -0.0012218855119992924 -0.001221449787986787 -0.0008359554358723806 0.00053321568160991377 0.00072039679550940411 0.0011333405725080499 -0.0007376015282097967 0.001224351643965483 0.00069015564471162482 -0.0012207005437160562 -0.0012224492045393475 0.0010166905663210614 -0.0012201083284424325 -0.0012207956856819505 0.0012193521848453427 -0.00014245122228754686 -0.0010421542249947802 0.0009990089321984686 -0.0011097777088404836 0.00080585963568246015 -0.0011273796268846819 -0.0012241018753622981 0.00015392012272624314 -0.001221050321793522 -0.0012216487693248311 -0.0012210753499987696 0.00042857292099138114 0.00097456305858827108 0.0011048781786043068
leaf_weight=0.039852157669770349 0.018238026102153526 0.026645318622968261 0.0082244388813705882 0.03174654356348583 0.13070436994780721 0.0169387693185854 0.013011199544052943 0.069506510498968055 0.0043019219301640979 0.1192006092912834 0.015145133809710387 0.015158037911533029 0.026060723842874722 0.015356730390237772 0.051663795440049398 0.024311314189617406 0.034443024154370505 0.072670768036914524 0.013536936421587598 0.021815411087118264 0.082195336787890483 0.015364973067335086 0.014766412905487414 0.25205344845198852 0.014340433142024267 0.01186757587674947 0.021170232806412059 0.13443799090680386 0.0069563381330226539 0.023739653024676954
leaf_count=374 164 59 10 90 103 11 8 462 1 358 21 22 54 113 670 22 54 111 14 80 170 26 76 430 43 58 82 213 5 6
internal_value=0 -0.000224924 9.72803e-05 0.000110661 0.000283087 -0.000467026 -0.000405705 -0.000310922 -0.000367935 0.000566774 2.24395e-06 3.87076e-05 7.0777e-05 -0.000231943 -0.00103284 0.000104445 6.16013e-05 -0.000283174 -0.000721637 0.000182872 0.000255422 0.000107807 1.2043e-05 8.03009e-05 -5.97653e-05 3.46291e-05 0.000137861 0.000237108 -0.000678044 0.000366483
internal_weight=0 0.5885 0.756924 0.206035 0.174288 0.0435841 0.382465 0.342613 0.329602 0.127425 0.629499 0.611261 0.596103 0.273636 0.0559657 0.580958 0.554897 0.14439 0.0862077 0.410507 0.388691 0.306496 0.282185 0.267418 0.204129 0.188773 0.174432 0.162565 0.0281266 0.0581827
internal_count=3910 2292 1618 263 173 70 2029 1655 1647 368 1250 1086 1064 976 671 1043 989 185 125 804 724 554 532 456 514 401 358 300 87 60
is_linear=0
shrinkage=0.00121906


Tree=715
num_leaves=31
num_cat=0
split_feature=156 51 1 0 42 43 42 0 4 52 52 52 1 52 52 133 43 3 43 3 49 1 1 3 455 48 51 44 49 4
split_gain=0.00500121 0.00500637 0.0054669 0.00718961 0.00577294 0.00762451 0.00675132 0.00684998 0.00890079 0.0141775 0.00861236 0.00768746 0.00780891 0.0069157 0.00602531 0.0112292 0.00800066 0.00683662 0.00900206 0.00874991 0.00807171 0.00790477 0.00928696 0.00711126 0.00588995 0.00567225 0.00752099 0.00683761 0.00825074 0.00715651
threshold=-1.0000000180025095e-35 -0.42891999999999991 0.10113500000000002 1.0000000180025095e-35 0.091955000000000023 -0.15648499999999999 0.091485000000000025 -0.060094999999999989 -0.49837999999999999 0.10433000000000002 -0.11271999999999999 0.086950000000000013 0.078340000000000007 0.10701500000000001 0.0033900000000000002 -0.090054999999999982 -0.084059999999999982 0.090325000000000003 -0.089604999999999976 -0.08824499999999999 -0.069934999999999983 0.077800000000000022 0.088495000000000018 -0.078884999999999997 0.089310000000000014 0.12862000000000004 0.12900500000000004 0.086480000000000015 0.0062100000000000011 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 25 6 -6 7 10 9 -9 -3 14 -13 -10 17 -16 -17 18 19 -12 -19 -20 23 -23 -7 27 -27 28 29 -4
right_child=1 2 3 -5 5 24 -8 8 13 -11 11 12 -14 -15 15 16 -18 20 21 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0033180110181467606 -0.0033187421643152189 -0.0028479586856101852 -0.0019695271775641387 0.0028609044046302096 0.00045040614925150296 -0.0031781808873730913 0.0028443458586554895 -0.0033095104522782399 0.0016498993928388277 0.0021736374340321305 -0.0020251207041593828 -0.0033203212970158275 0.00039490796431695474 -0.0011100297157630684 -0.0028631854818465343 -0.0033179719231121656 0.0024958037250800008 -0.0010691376348772308 -0.0028789739544982955 0.002275038879633109 0.0018969524735116432 -0.0018295439234764521 -0.0019632626808987956 0.0015405941843851271 0.0025758380858761664 -0.0024619612251283256 0.00055198955993195564 -0.0029534094897067584 0.002539542948859796 0.0005914889097346608
leaf_weight=0.0050893080042015973 0.0050079871307389104 0.015659204065414656 0.013178045155314067 0.012539608369479538 0.014107620604477233 0.021025376539036245 0.0083738977815244198 0.013753076047976265 0.057981831402003081 0.0083329831609262328 0.0074376410432677167 0.017067576899584935 0.0097996724146014458 0.012070043379310391 0.006428405418624549 0.002871493126178847 0.028029308585928447 0.016266866328805918 0.024496089793174747 0.017360107314488005 0.026611905279651182 0.0097409596195348058 0.0312884396402211 0.023536252472183605 0.0021585002987194448 0.017746561379226478 0.018721646833000705 0.0060148540233058148 0.022029155315181015 0.13505862579802397
leaf_count=197 98 213 59 178 36 480 27 74 105 9 82 511 73 20 72 57 160 22 358 73 34 100 157 33 12 39 50 16 80 485
internal_value=0 -1.5848e-05 1.17345e-05 0.000420031 -0.000233953 -0.00147241 -9.69514e-05 -0.000171876 0.000595444 -0.00124074 -0.000470697 -0.000302204 -0.00196521 0.00117436 -7.19725e-05 0.00112572 0.00195555 -0.000357219 -0.000782367 0.000985283 0.000771711 -0.00127454 -0.00066582 0.000554082 -0.00264246 0.000276164 -0.000914692 0.000522524 0.000645315 0.000363818
internal_weight=0 0.604694 0.599686 0.225288 0.374397 0.0372915 0.337106 0.328732 0.0921379 0.0220861 0.236594 0.220935 0.0268672 0.0700519 0.194067 0.0373292 0.0309008 0.156738 0.113859 0.0247977 0.0428788 0.0890617 0.0645657 0.0332772 0.0231839 0.212749 0.0364682 0.176281 0.170266 0.148237
internal_count=3910 3713 3615 907 2708 528 2180 2153 208 83 1945 1732 584 125 1148 289 217 859 803 155 56 648 290 133 492 729 89 640 624 544
is_linear=0
shrinkage=0.00331719


Tree=716
num_leaves=31
num_cat=0
split_feature=482 457 457 15 150 48 403 4 1 1374 12 11 1 158 12 129 484 1213 14 160 4 4 52 124 124 158 39 3 3 130
split_gain=0.00482993 0.00512865 0.00952428 0.00836406 0.00694372 0.00695119 0.00693647 0.0090536 0.00678178 0.0124702 0.0116975 0.00659004 0.00759944 0.00656809 0.00619774 0.00563042 0.00577981 0.00557803 0.00565901 0.00570757 0.00745298 0.00690496 0.0095638 0.00616712 0.00986333 0.00687298 0.00630414 0.006679 0.00780908 0.00676705
threshold=0.099580000000000016 -0.23052999999999998 -0.0034949999999999994 -0.11399999999999998 0.082085000000000019 -0.098424999999999985 -1.0000000180025095e-35 -0.15796999999999997 0.085835000000000009 -0.094679999999999986 0.085185000000000025 0.08184000000000001 0.11831500000000002 0.090625000000000025 0.085945000000000008 -1.0000000180025095e-35 -0.083374999999999991 -1.0000000180025095e-35 0.077685000000000018 -0.40446999999999994 -0.59419999999999995 -0.49837999999999999 0.10433000000000002 -0.43954999999999994 -0.048219999999999992 0.087355000000000016 -1.0000000180025095e-35 0.16699000000000003 -0.0045049999999999995 -0.23515499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -10 -6 15 -13 -11 -12 -8 -17 -18 19 20 -19 22 -21 -23 -25 26 -26 28 29 -28
right_child=-2 2 4 -5 8 6 11 -9 9 13 14 12 -14 -15 -16 16 17 18 -20 21 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0021692482736705354 -0.0029395224668639711 0.00085896513669377669 -0.0031689364614847513 -0.0024762906490609711 -0.0029672454651108317 0.0022677014193781446 -0.0031897589746960673 -0.0025242728260319114 -0.00050156282854879012 0.0025336705993745266 0.0031307389695490258 -0.0022416580377960659 0.0018320698047412395 -0.0017577358869155745 -0.0004224302427026142 -0.0031891457506342692 -0.0031892624722719533 0.0031958891954016041 -0.002303113901444703 -0.0030260413169552617 -0.0031899461233615544 -0.0029947236717632101 0.0010426336999643021 0.0031861395939900309 -0.0019890030895809486 -0.0017417572930778723 -0.0026619560084699635 0.0027472423824362194 -0.00017289008712866987 0.0011295285173876359
leaf_weight=0.010759040427387845 0.0057845459859890971 0.010463941726456483 0.0075022926639576317 0.02835928241331942 0.011894774867798219 0.0049104151780738894 0.00504830373260745 0.021810480376757369 0.026200198494279903 0.047173797731943523 0.0083092698569089407 0.02322443207373226 0.0058222213237968381 0.0039274491073228992 0.012494670829823917 0.0050387089341938909 0.0047285306942157481 0.002344035543501378 0.0083021447223359246 0.013195637299702412 0.0089596224915950984 0.0048557565173723552 0.010583557945210487 0.014566960819365704 0.0091887179860350443 0.013299107619232586 0.0049443376351518955 0.015223780261635511 0.090446121295599369 0.14889679623673402
leaf_count=38 133 44 24 218 78 13 60 875 28 242 6 153 24 16 40 182 223 1 44 67 209 21 6 130 29 135 17 70 161 623
internal_value=0 -1.16542e-05 -5.26964e-05 -0.00157735 5.83802e-05 -0.000127241 -7.23058e-05 -0.00164367 0.000771996 0.00128689 -0.000445237 3.5725e-05 -0.0014251 0.00220385 0.000996736 0.000153716 0.000201319 0.000250194 0.000297362 0.00036152 -0.00186572 0.000438937 -0.00121517 0.000569429 0.000627786 0.000495632 0.00060637 0.000698266 0.000570576 0.00100767
internal_weight=0 0.582474 0.571715 0.0388232 0.532892 0.422892 0.41539 0.0267209 0.11 0.0773014 0.0326987 0.388669 0.0290467 0.0511012 0.0208039 0.359622 0.354574 0.349535 0.344807 0.336504 0.0113037 0.325201 0.0237792 0.301422 0.296566 0.281999 0.2687 0.259511 0.244287 0.153841
internal_count=3910 3777 3739 262 3477 3067 3043 888 410 286 124 2155 177 258 46 1978 1918 1736 1513 1469 210 1259 73 1186 1165 1035 900 871 801 640
is_linear=0
shrinkage=0.00318838


Tree=717
num_leaves=31
num_cat=0
split_feature=151 1348 484 4 11 150 51 1 14 3 0 160 156 1 133 151 133 42 131 1373 403 15 159 52 13 12 13 150 2 2
split_gain=0.00468802 0.00566642 0.00603577 0.00597703 0.0124577 0.00586866 0.00555501 0.00551231 0.00535979 0.00619737 0.00601403 0.00551173 0.00563169 0.00599831 0.00975987 0.00930755 0.00824501 0.00767664 0.0075199 0.00743728 0.00731166 0.00650345 0.00659888 0.00715412 0.00661219 0.00852188 0.00924799 0.0122369 0.00805058 0.00659714
threshold=-0.52174999999999983 0.090050000000000005 -0.0043499999999999988 0.27020000000000005 0.08184000000000001 0.081245000000000026 0.14795500000000003 0.13304000000000002 0.077685000000000018 -0.14539499999999997 0.37339500000000009 -0.40446999999999994 0.10477500000000002 0.087545000000000026 -0.091614999999999988 -0.082774999999999987 -0.085714999999999986 -0.089024999999999979 1.0000000180025095e-35 0.089210000000000025 -1.0000000180025095e-35 -0.11739999999999999 0.10276500000000001 0.11401500000000002 -0.26418499999999995 0.098845000000000016 0.11596500000000001 0.086025000000000018 0.089910000000000004 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 -5 9 10 -4 -11 13 14 -13 -15 -16 -18 21 20 -17 -19 23 24 -23 26 27 28 29 -26
right_child=1 -3 3 5 -6 -7 -8 -9 -10 11 -12 12 -14 15 16 19 17 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0031599153410212253 -0.0026073402828444186 0.0036740522205113311 0.00285697856513195 0.00019269848728372765 -0.0038885157842736403 0.0038886270663631055 0.0019458385622320028 0.0038880400930874567 -0.0027009640700296354 -0.0033034880961655198 -0.00063082724896459225 -0.0038889808373889882 -0.0036215233203952843 0.0028419673667938526 0.0028529747855012416 -0.0038883471205162271 -0.0038903922326287582 -0.0038911011393369713 -0.003889557013692408 -0.0035733448218781432 0.00055817658671658229 0.0025721583899390109 -0.0038933222031981248 -0.0038924905556624759 0.001113110418463904 -0.0031168791110668874 0.0031440898674639454 -0.0038930560871806921 0.0019012674967234097 -0.0019106717745923831
leaf_weight=0.007215383777833039 0.023055116246602836 0.0062466182143907636 0.022022789464926973 0.049241310226022961 0.012827091156339065 0.0099503275574761574 0.0049095427520171589 0.0069595565486793012 0.010858651924195328 0.0078079530025050295 0.011299812758807093 0.011558271973434842 0.006402110450792974 0.023341671839375522 0.012404453561487117 0.0057939635527048941 0.0091577280871462108 0.0063628336547196787 0.0080776937879960542 0.0074488401560302 0.15580642517588217 0.019386633270187303 0.0059378671569731969 0.0059266207532999706 0.019287242600569243 0.011109504028098627 0.016406724216722068 0.010881969768888666 0.034821084632483235 0.025061854504492942
leaf_count=65 573 42 54 165 146 81 33 164 55 275 8 300 105 114 39 151 188 37 112 19 465 13 40 77 79 73 25 66 136 210
internal_value=0 -6.98024e-06 -4.84778e-05 4.50403e-05 -0.000112053 0.00113741 -0.00180797 0.000650306 -3.72341e-06 6.3405e-05 0.00167425 -6.97961e-05 -5.90391e-06 5.36365e-05 -0.000424203 0.000541385 -0.000207526 -0.000427711 -0.000233479 0.000223729 0.000398752 -4.31693e-05 0.00012135 0.000288192 0.000469108 0.000122322 0.000460348 -2.86064e-05 0.000502564 -0.000595641
internal_weight=0 0.560352 0.554106 0.526141 0.45999 0.0661512 0.0279647 0.0562009 0.447163 0.436304 0.0333226 0.402981 0.395173 0.388771 0.19638 0.192391 0.184822 0.172418 0.16326 0.169049 0.1616 0.155182 0.14882 0.142882 0.136955 0.117568 0.106459 0.0900522 0.0791702 0.0443491
internal_count=3910 3845 3803 3197 2787 410 606 329 2641 2586 62 2524 2249 2144 1395 749 1095 1056 868 635 616 756 719 679 602 589 516 491 425 289
is_linear=0
shrinkage=0.00388662


Tree=718
num_leaves=31
num_cat=0
split_feature=133 52 128 1 0 48 0 0 40 160 47 43 15 3 454 14 2 130 130 42 43 42 49 2 52 43 123 1 1375 3
split_gain=0.00441211 0.0062651 0.00516237 0.00572703 0.00597381 0.00581876 0.00688247 0.00655459 0.00884486 0.00720694 0.00747381 0.00897952 0.00532194 0.00523836 0.00513263 0.0051139 0.00903695 0.00496548 0.00595376 0.00578271 0.00666798 0.00666879 0.00734059 0.0109863 0.00831801 0.00678725 0.00650815 0.00858615 0.00555685 0.00749278
threshold=-0.26719999999999994 -0.51745999999999992 0.11637500000000002 0.10113500000000002 1.0000000180025095e-35 0.12675000000000003 -0.23129999999999998 -0.053834999999999994 0.057150000000000006 -0.079684999999999992 0.08801500000000001 -0.073139999999999983 -0.083119999999999986 0.088060000000000013 -1.0000000180025095e-35 -0.46510999999999997 1.0000000180025095e-35 -0.088449999999999987 -0.081969999999999987 -1.0000000180025095e-35 -0.083899999999999988 0.091955000000000023 -0.085974999999999982 0.089910000000000004 0.11588000000000002 -0.0037249999999999996 0.091310000000000016 0.090355000000000005 -1.0000000180025095e-35 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 14 5 7 -7 9 12 15 -11 -12 -9 -13 -3 -5 -17 -16 -19 26 -21 22 -22 25 -25 -24 27 -20 -27 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 10 11 13 -14 -15 17 16 -18 18 19 20 21 -23 23 24 -26 28 -28 -29 29 -31
leaf_value=-0.002500519233792495 -0.0038111726215942824 -0.0038138201865316212 -0.0037691328786294003 -0.0035356608015112484 0.0033770469056476323 -0.0038221548014177385 5.2902985793766891e-05 0.00089401927966714114 0.002984969271606372 0.0024356924373607623 0.0022144477043139613 -0.0032125682819952239 -0.0035313166879256722 0.00025269954353273439 -0.0038117187290154894 -0.0036166412578915292 0.0022193031795529334 0.0025370651481886725 -0.0034830551902698698 0.0010308539972569929 -0.0021243328990230011 -0.0028229220064424727 -0.003356825505939332 0.0014685025651557161 -0.0022115712387103738 -0.0038147025791912996 0.0023152284121870821 0.0017315106059568582 -0.00094942045823037929 0.0020777461372144248
leaf_weight=0.010420232545357067 0.0061811021889752729 0.0056971096804829804 0.005096596251206619 0.0069848704606556558 0.010574362595832554 0.0091624345150194131 0.024314632114510459 0.0055024884301246831 0.0060837231449113452 0.058105633487230079 0.022100302252056281 0.010215812392402768 0.01394573794027565 0.016667918551320327 0.0053302737933620383 0.0057120254773508341 0.011834012661324778 0.011931327471756958 0.022426683358112598 0.065901078454444928 0.024288366503924408 0.014847691109096672 0.013796851073074379 0.077160577159048671 0.01008294072425997 0.0062324142563738852 0.0049622592068772056 0.0057626972017601466 0.038718956947093375 0.01712132205642547
leaf_count=238 266 54 30 7 133 17 75 42 5 320 38 25 48 29 85 46 55 17 615 341 56 434 356 173 66 13 9 45 220 52
internal_value=0 2.88693e-06 4.73212e-05 8.43378e-05 0.00058934 0.000434704 -0.00100767 0.000741963 -0.0010249 0.0010847 0.00151145 0.000415093 -0.00227926 -0.0010641 -0.000229017 -0.000778252 0.00031944 -0.000164907 -0.000102849 -0.000207388 -2.17786e-05 -0.00036477 -0.000170012 0.000120997 0.00104319 -0.000939445 -0.00170871 -0.00241705 -0.000402135 -2.12536e-05
internal_weight=0 0.536742 0.530561 0.525465 0.201204 0.19063 0.0334771 0.157153 0.0255319 0.131621 0.10709 0.048984 0.0194482 0.0268837 0.324261 0.0245309 0.017546 0.318563 0.313233 0.301302 0.26815 0.202249 0.187401 0.163113 0.0872435 0.0758695 0.0331516 0.0281894 0.0620727 0.0558403
internal_count=3910 3672 3406 3376 840 707 92 615 95 520 412 92 90 54 2536 108 101 2482 2397 2380 1711 1370 936 880 239 641 669 660 285 272
is_linear=0
shrinkage=0.00381041


Tree=719
num_leaves=31
num_cat=0
split_feature=31 130 3 133 1 42 51 49 51 148 48 48 44 2 41 474 42 4 12 40 13 14 42 150 1374 52 50 3 457 4
split_gain=0.0044115 0.00489377 0.00462411 0.00602064 0.00563801 0.00885603 0.0071571 0.00675473 0.00599068 0.00983606 0.00991802 0.00896879 0.00606041 0.00775276 0.0084907 0.00660086 0.00591476 0.0108769 0.00567282 0.00675046 0.0077646 0.00531031 0.00505461 0.00530965 0.00833122 0.0070926 0.006478 0.00617872 0.00615487 0.00741844
threshold=-1.0000000180025095e-35 -0.24153999999999998 -0.5217799999999998 -0.26719999999999994 0.10386500000000001 0.097535000000000011 -0.40274499999999996 -0.24910499999999997 0.12342500000000002 -0.07990499999999999 0.13567500000000002 0.137325 0.084245000000000014 0.10457000000000001 0.081670000000000006 -1.0000000180025095e-35 0.091955000000000023 0.11205000000000001 0.096485000000000015 1.0000000180025095e-35 -0.094129999999999978 0.077685000000000018 0.091485000000000025 0.11717500000000002 -0.094679999999999986 -0.16207999999999997 0.10119500000000002 -0.15327499999999997 0.088175000000000017 -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 16 6 -6 -8 9 -9 12 -10 13 14 18 -15 21 -18 19 20 -11 22 23 24 -5 -26 27 -27 29 -29
right_child=1 2 3 4 5 -7 7 8 11 10 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0031762899447704196 -0.0034436911063772304 0.0023310792630686209 -0.0029938122010711382 -0.0033739255433889036 -0.0023792126505526251 0.0026952507862704343 -0.0027973063803402292 -0.0031019362035092533 -0.0028603908728692161 0.0032114438683422636 -0.0029949224804956603 0.0011345317865041381 -0.0026249665034299569 -0.0012929142880340515 -0.0031542992357989855 0.0030913632201963149 -0.0035242036025507563 0.0010353598208574003 0.0029974626359730327 0.0032082286003986618 -0.0021424654910516265 -0.0035218498080228241 0.0028686931782533182 0.0026006115938839399 -0.0024512401919397839 0.0023382087394693729 -0.0035217940396445953 0.00020205529488966841 0.0019513074925019804 -0.001289492806549504
leaf_weight=0.0052304750618077369 0.0052829016375994789 0.010009323678900728 0.0086674795191754583 0.010234862836341563 0.012392914123211085 0.019634951886814633 0.0077316170318226787 0.0069789268404747409 0.014037949520798065 0.0044056318206457902 0.0065103208762593559 0.013819784182487638 0.0042427487969689528 0.0047164409151037026 0.0062940701609477392 0.043538605120488683 0.017777239800814471 0.010205163784178239 0.014549259905379586 0.0069169624686082889 0.014099437293509712 0.0057312765431447579 0.006936730642252086 0.0082954006034015038 0.015423191862225849 0.014399530851278541 0.0062702584624290117 0.14891999428633795 0.017700250641780713 0.057191060053980891
leaf_count=113 26 29 233 40 49 133 15 24 37 21 16 28 10 27 5 270 490 37 40 12 73 82 27 42 261 30 196 1164 56 324
internal_value=0 -7.27471e-05 -3.83436e-05 -8.5064e-05 -3.45353e-05 0.000463864 0.000190433 0.000405835 0.000582592 0.00094521 0.00121351 -0.000878572 0.00149092 0.00167567 0.000646046 0.00266284 -0.000315485 -0.00186133 0.00124447 0.000241211 -0.000867823 -0.00016689 -9.95102e-05 -0.000173458 -0.000258644 -0.000135966 1.0094e-05 0.000103061 -4.07431e-05 -0.000211815
internal_weight=0 0.522914 0.517631 0.507622 0.498955 0.17987 0.160235 0.147842 0.14011 0.112252 0.105273 0.0278577 0.0987632 0.0945204 0.0462654 0.048255 0.319085 0.0279824 0.0399713 0.025422 0.0185051 0.291103 0.285371 0.278435 0.270139 0.259904 0.244481 0.238211 0.223811 0.206111
internal_count=3910 3797 3771 3742 3509 760 627 578 563 498 474 65 458 448 151 297 2749 527 146 106 94 2222 2140 2113 2071 2031 1770 1574 1544 1488
is_linear=0
shrinkage=0.00352023


Tree=720
num_leaves=31
num_cat=0
split_feature=484 150 483 453 4 11 474 48 51 150 48 43 52 2 16 4 160 0 49 14 13 13 16 402 132 133 159 393 12 124
split_gain=0.00425389 0.00638557 0.00478134 0.00420651 0.0046707 0.0103185 0.00505165 0.00487517 0.00595315 0.00480257 0.00552954 0.00745315 0.00816689 0.00751305 0.00718249 0.00814364 0.00690429 0.00579616 0.00528952 0.00513131 0.00556055 0.0094361 0.00831485 0.00718255 0.00726284 0.0105276 0.00750628 0.00723174 0.00685975 0.00661829
threshold=-0.0043499999999999988 0.097030000000000019 0.11293000000000002 0.096095000000000014 0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 0.11379500000000002 0.11024000000000002 0.15024000000000001 0.016865000000000002 -0.049504999999999987 -0.088354999999999989 0.10510500000000002 -0.094359999999999986 1.0000000180025095e-35 -0.089989999999999987 -0.22851499999999997 0.091455000000000022 0.077685000000000018 -0.094679999999999986 -0.5337599999999999 -0.38486499999999996 1.0000000180025095e-35 0.080815000000000012 0.08493500000000001 0.092630000000000018 0.086525000000000005 0.086865000000000012 -0.078884999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 10 17 -12 13 -13 15 -14 -16 -2 -17 20 21 -19 -22 24 25 26 27 -24 -23 -27
right_child=3 -3 -4 -5 6 -7 7 -9 -10 -11 11 12 14 -15 16 18 -18 19 -20 -21 22 28 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0032651397545104092 0.0031716721945815466 0.0021928153174785477 0.0012465230697929609 -0.0025215562080437167 -0.0038214268904255013 -0.0035467044035006473 0.0027681205909727297 -0.00037452335003125271 -0.0012362048256351786 -0.0029103524969453388 0.0021725048769145111 -0.0038156853028222838 0.0019597605323551232 0.00091847085256604641 -0.0018406232211722201 -0.0029407477468025691 0.0026762437025291512 -0.0031847802419883364 0.00087519895123129164 -0.0038134492170671802 -0.0035449973287736991 -0.0005930029218398767 0.00044381458190292683 -0.0035173106771611306 0.0022659002082584265 0.0038129643286913153 -0.0036862501686840158 -0.0038138644322180267 0.0024922102334422038 -0.0034561539774202506
leaf_weight=0.017925903778795771 0.0071551929769384506 0.0054639779825720316 0.0042118381763884818 0.0091176572004769696 0.002874695695936679 0.011904290468123691 0.032246049480704642 0.016504352416859547 0.0064725289286116086 0.0077866932297183658 0.037913115725757507 0.012421319807629061 0.013559470401077078 0.0080030494552261189 0.0058418536531803502 0.016568020363365576 0.030917836181998837 0.0072863402924667744 0.0077372052870998678 0.0059143552292653103 0.012390991312884125 0.015622329052376926 0.11891992006533769 0.0096491211544886824 0.016485719121050124 0.0019962808436844162 0.0075081152135254561 0.0060887165049621208 0.031687272152367996 0.020426398672462653
leaf_count=533 13 22 57 36 1 148 371 43 13 12 245 49 26 30 40 47 81 11 22 45 68 71 734 286 125 17 77 85 69 533
internal_value=0 -0.00149624 -0.00240677 4.19556e-05 9.14876e-05 -5.05617e-05 0.00110319 0.00135955 0.00209872 5.29995e-05 0.000111551 0.000744083 0.000174313 -0.00196066 0.000758647 -0.000406116 0.00195842 -0.00021052 -0.001726 -0.000305806 -0.000222175 0.000851746 -0.000525236 -0.000318593 -0.000138544 -0.00039438 1.41874e-05 0.000236439 0.00147343 -0.00280899
internal_weight=0 0.0276017 0.0221377 0.480999 0.471881 0.413784 0.0580976 0.0552229 0.0387186 0.401879 0.394093 0.132962 0.0950488 0.0204244 0.0746244 0.0378647 0.0367597 0.261131 0.0243052 0.253976 0.248061 0.0545959 0.193465 0.181074 0.171425 0.154939 0.132517 0.125009 0.0473096 0.0224227
internal_count=3910 612 590 3298 3262 2834 428 427 384 2686 2674 540 295 79 216 95 121 2134 69 2121 2076 151 1925 1857 1571 1446 896 819 140 550
is_linear=0
shrinkage=0.00381041


Tree=721
num_leaves=31
num_cat=0
split_feature=39 13 51 483 4 4 453 0 3 14 42 1 48 159 394 160 394 1 0 133 0 457 9 402 122 43 15 150 49 132
split_gain=0.0317114 0.0310011 0.0234652 0.0234023 0.0272464 0.0232987 0.0214445 0.0237535 0.0370628 0.0281834 0.0266792 0.0250453 0.0279282 0.0256579 0.0245311 0.0214633 0.0214531 0.0207287 0.0199899 0.0215932 0.0191095 0.018539 0.0181121 0.0187928 0.0168894 0.0166871 0.0177828 0.0165609 0.0238932 0.0207032
threshold=0.005105000000000001 -0.23438999999999996 -0.40274499999999996 0.083960000000000021 0.62104500000000018 -0.51381999999999983 0.091855000000000006 -0.10575999999999998 -0.12008499999999998 -0.074139999999999984 0.08401500000000002 1.0000000180025095e-35 0.084500000000000006 0.091215000000000018 -0.082514999999999991 -1.0000000180025095e-35 -0.083659999999999984 0.086245000000000002 -0.053834999999999994 0.091545000000000015 0.12007500000000002 -0.0015249999999999997 -0.016839999999999997 -0.50199999999999989 0.10641000000000002 -0.073139999999999983 0.090325000000000003 0.083680000000000018 0.0037600000000000003 0.080815000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -1 7 11 27 -10 14 13 -13 -3 16 -12 -11 20 19 25 -4 -14 -16 -24 -19 -17 -27 28 29 -9
right_child=2 3 17 4 -6 -7 -8 8 9 10 15 12 21 -15 22 18 -18 24 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0015281120232477534 -0.0015804733735055715 -0.0015820218987541237 -0.001137728922789859 -0.0015520831584047926 0.00158153952753489 0.00080216568335087412 -0.0015807200271979508 -0.00046395224761375904 0.0011810943148582028 -0.0015774483682303542 -0.0015467596038519192 0.00065454795082498906 -0.0011228114998336281 0.00060422426489625044 0.0015850547118563389 0.00067444193745216322 0.0015821020083353165 0.001106344897447227 -0.0011308846351778996 -0.001578765458181128 0.00081070391547809044 8.1184605216249052e-05 0.0010017842901477374 -0.0014258974368779505 -0.0012850915994350252 -0.0015786852639291281 0.00045664304739417996 0.0013775448271808708 0.0014039876561813258 0.0015386952911996864
leaf_weight=0.011735122505342588 0.012350684292869119 0.038757603688054143 0.026214786907076015 0.054957106427309443 0.0078911701166362036 0.11757963000218286 0.02619684993805993 0.10879095906830072 0.021864888436084251 0.0082372406571948886 0.029019139922410897 0.21914542550507576 0.040015710488660261 0.020364403825851696 0.0055001305008772752 0.10421833423663385 0.01521768590555439 0.1324815910977577 0.037712640812743281 0.016309361582671045 0.023958706628036452 0.15500012769098248 0.0082973555181524716 0.17902469382505715 0.0077753759687766424 0.020036301217373875 0.022850262406905131 0.028552333167681354 0.027250930569152843 0.014555146595739643
leaf_count=7 20 71 64 322 15 163 30 157 33 138 383 222 22 23 2 155 7 358 92 245 14 92 27 888 3 181 92 29 32 23
internal_value=0 -0.000143209 0.000525968 -0.000221658 -0.00115863 0.000590696 -0.000170314 -0.000137346 -0.000333639 -0.000567011 -0.000652629 0.000131177 0.00026824 -0.000828976 -0.00105031 -0.000278911 0.000472485 0.000662585 -9.59826e-05 0.000142851 -0.000207319 -0.000165866 -0.00123555 -0.00131836 0.000973772 0.000333725 -0.000494248 0.000276385 6.76115e-05 -0.000227635
internal_weight=0 1.33908 0.202781 1.20977 0.0628483 0.129315 1.14692 1.12072 0.647437 0.468288 0.446423 0.473283 0.414161 0.059122 0.216277 0.230146 0.0234549 0.19043 0.201127 0.163414 0.0501735 0.195016 0.192822 0.187322 0.140257 0.147105 0.0428866 0.179149 0.150597 0.123346
internal_count=3910 3451 459 3281 337 170 2944 2914 2484 2243 2210 430 336 94 1062 1148 145 439 765 673 78 114 917 915 361 428 273 241 212 180
is_linear=0
shrinkage=0.00157699


Tree=722
num_leaves=31
num_cat=0
split_feature=39 51 1365 1 38 122 0 3 483 4 453 1348 130 4 11 128 474 155 43 43 14 9 133 48 160 1452 15 159 2 4
split_gain=0.00418948 0.00676338 0.00604487 0.00597819 0.00581257 0.00626421 0.00500362 0.00463773 0.00653269 0.00652401 0.00528759 0.00605401 0.00466386 0.00483414 0.00770935 0.00635273 0.00608352 0.00596715 0.00560122 0.00618078 0.00508607 0.00506006 0.00467791 0.00578986 0.00458903 0.0045394 0.00439204 0.00455418 0.00718126 0.00489407
threshold=0.005105000000000001 -0.40274499999999996 1.0000000180025095e-35 0.086245000000000002 0.13905500000000001 0.12621500000000005 0.024745000000000003 0.31335500000000011 0.083960000000000021 0.62104500000000018 0.096095000000000014 0.084895000000000012 -0.23515499999999998 0.25367000000000006 0.08184000000000001 0.086435000000000012 0.09018000000000001 0.088505000000000014 -0.15109999999999998 -0.077664999999999998 0.077685000000000018 0.081505000000000008 -1.0000000180025095e-35 0.11379500000000002 -1.0000000180025095e-35 0.09086000000000001 -0.11739999999999999 0.09141500000000001 0.097940000000000013 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 -3 8 10 -10 11 12 -1 14 15 16 17 20 -15 -20 21 25 -21 24 -24 26 -14 29 -29 -28
right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 18 -16 -17 -18 -19 19 22 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.003323721482659745 -0.00332006940317332 -0.002516336506626248 -0.0027939587407288802 0.0023287719906760077 -0.0033199313016042953 -0.003321578179289267 0.0010651497450727806 0.0025644076892746472 -0.0029015893098011387 0.0033195760610993403 -0.0033198235810105265 0.0028544037281300035 -0.0027297113656217387 0.0032864231526832078 -0.0033186780350303599 -0.0026922550077538581 -0.0031255751978719209 -0.0033186919871760526 -0.0026918496547561153 -0.0015486307455633121 -0.0033196915470390031 -0.0031602162887289106 -0.00038513621304625236 -0.0010787286473922166 0.0026492145370555662 -0.0033209143655654485 -0.0013950295582875472 -0.0032560245559199439 0.0015926200417938207 0.00055355291735864327
leaf_weight=0.0047837866507052232 0.0041865440015840241 0.0080497790915501355 0.0093308690323397059 0.037914000850548746 0.0023878698120824984 0.0022893876885063938 0.0091959514584232238 0.0070958063153625508 0.015133465584952432 0.0021139661375855203 0.0053831638902011028 0.0079565492716255903 0.0052347612349592501 0.008693017275618331 0.0084501635698757127 0.010127207593043863 0.0067917392463101569 0.0056763992066137794 0.0062243395456107456 0.00767751877720002 0.0046667015391221858 0.0049296644265268688 0.0071129426032712209 0.0089108589163515717 0.023954408599820454 0.0039066694431326701 0.015064378649611854 0.0091438327787329854 0.005315052672102639 0.24246360085663099
leaf_count=21 20 61 69 355 4 2 17 122 309 15 17 54 91 14 135 211 132 125 26 44 61 40 18 10 88 57 28 130 37 1597
internal_value=0 0.000755982 -0.000152724 0.00104117 0.00170836 0.00200701 -0.000606578 -9.49821e-05 -0.000139943 -0.00213908 -5.42709e-05 -1.00006e-05 -6.85696e-05 -2.80539e-05 -0.00019211 -0.000107787 -2.14607e-05 4.9667e-05 0.000815571 0.000416924 0.000115434 0.000171474 0.000822962 0.00127841 0.00195449 0.000229896 0.000279935 0.00033786 -0.00147367 0.000439568
internal_weight=0 0.0640235 0.436141 0.059837 0.0425913 0.0402034 0.0172457 0.42681 0.419714 0.0172474 0.402467 0.397084 0.389127 0.384343 0.32177 0.31332 0.303193 0.296401 0.0625731 0.0538801 0.290725 0.286058 0.0476557 0.0399782 0.0310674 0.281128 0.277222 0.271987 0.0144589 0.257528
internal_count=3910 459 3451 439 361 357 78 3382 3260 324 2936 2919 2865 2844 2644 2509 2298 2166 200 186 2041 1980 160 116 106 1940 1883 1792 167 1625
is_linear=0
shrinkage=0.00331719


Tree=723
num_leaves=31
num_cat=0
split_feature=401 1446 455 482 2 50 129 3 133 457 484 52 158 448 375 3 2 3 48 1 0 12 16 484 133 133 48 39 151 457
split_gain=0.00391137 0.00394476 0.00399699 0.00414517 0.00425983 0.00766245 0.0075425 0.00575182 0.00586706 0.00560463 0.00677236 0.00545014 0.00553164 0.00552403 0.00566543 0.00671738 0.00594517 0.00618349 0.00661626 0.00757376 0.00983479 0.0124756 0.012357 0.00721512 0.00622932 0.00801122 0.0081422 0.00580892 0.00571312 0.00541895
threshold=0.10072000000000002 0.11539000000000001 0.10340500000000001 0.099580000000000016 0.12168500000000002 0.10625000000000001 0.092070000000000013 -0.5217799999999998 -0.26719999999999994 -0.0034949999999999994 0.085675000000000015 -0.51745999999999992 0.085745000000000002 -0.083619999999999986 0.08673500000000002 0.16699000000000003 0.11230000000000001 0.11476000000000001 0.11379500000000002 1.0000000180025095e-35 -0.089879999999999974 0.096055000000000015 -0.50763499999999995 0.087270000000000014 -0.09590499999999999 0.087035000000000015 0.091555000000000011 0.091635000000000008 -0.083919999999999981 -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 3 4 5 6 7 -1 -9 10 29 -11 13 -13 15 16 17 18 19 20 22 23 -15 24 -22 28 27 -27 -26 -10
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.002908876906641062 -0.0030235651190895049 -0.0033851931818475916 -0.0030582860402717164 -0.0033062743080287064 0.00099906217108387731 -0.0030375207371781277 -0.0033801702618687533 -0.0032375088924911808 0.0012133159340736201 -0.003384157145729086 0.0017133890136534682 -0.0028114277476359475 -0.0015409571854455456 0.0020497377257730344 -0.0031433850140714535 0.0027810413304068513 -0.0011290056661541093 0.0024210347407141049 -0.0029868392219952362 0.00099085450405439371 -0.0030599710920025183 -0.0033885210320819576 -0.0033866460549434193 -0.0033851730788366429 -0.0012084626673420529 -0.0033870889764976413 0.002765869128548184 0.0033860271832511276 0.0025167437292203756 -0.0027081764332711504
leaf_weight=0.0081880745864850724 0.0049658234672094173 0.0039206100647177769 0.0047721086382352942 0.0041656749602481105 0.05177288087165266 0.009478341636469878 0.0072494838307477485 0.0061415107356381773 0.0049390082325544418 0.0047286606936935973 0.0071541623402140422 0.0061142523640000937 0.018225458684511864 0.0063785517340875222 0.0049859064064889927 0.014021434410153688 0.027021754007023446 0.018543801396390336 0.0064459870656889953 0.14370075810570881 0.0038357978873193579 0.0089344799504047501 0.019179801901316296 0.0043198897168537078 0.0053177623054807546 0.0092611502949822011 0.0053428195882077026 0.0017186582699650907 0.041455987881420242 0.022020236115693592
leaf_count=26 194 55 31 127 382 315 139 155 24 192 38 38 294 12 21 55 97 26 18 630 80 102 176 55 21 166 9 3 275 154
internal_value=0 -5.16162e-06 2.27126e-05 5.39526e-05 8.39597e-05 -3.02845e-05 4.00556e-05 0.000102358 4.34029e-05 9.59246e-05 -0.00121314 0.000223685 0.000273163 0.000374404 0.000435188 0.000491745 0.000385265 0.000534364 0.000397642 0.000485101 -0.000202186 0.000380372 -0.0020299 0.000852963 0.0011265 0.001381 -0.000659905 -0.0023269 0.00209322 -0.00198975
internal_weight=0 0.479335 0.475414 0.470642 0.466477 0.414704 0.405225 0.397976 0.389788 0.383646 0.0341134 0.349533 0.344804 0.326579 0.320465 0.315479 0.301457 0.274435 0.255892 0.249446 0.105745 0.0801865 0.0255584 0.0712521 0.0669322 0.0630964 0.0163226 0.0109798 0.0467738 0.0269592
internal_count=3910 3716 3661 3630 3503 3121 2806 2667 2641 2486 216 2270 2078 1784 1746 1725 1670 1573 1547 1529 899 711 188 609 554 474 178 169 296 178
is_linear=0
shrinkage=0.00338353


Tree=724
num_leaves=31
num_cat=0
split_feature=1 3 2 11 151 52 47 38 12 49 52 42 2 13 15 403 484 49 2 0 1375 49 16 0 1 42 43 9 4 0
split_gain=0.0178911 0.020197 0.0217476 0.0156915 0.0155923 0.0159805 0.0179171 0.019043 0.0175776 0.0164897 0.0178829 0.0153276 0.0174974 0.016734 0.0203937 0.0166518 0.0166845 0.0159525 0.0180634 0.0220277 0.0202274 0.0218942 0.0175163 0.0240603 0.0175138 0.0242786 0.0163512 0.0151698 0.0150509 0.024185
threshold=0.10386500000000001 -0.12008499999999998 0.10836000000000003 0.08184000000000001 -0.40391999999999995 -0.42985499999999993 0.13177500000000003 0.13790500000000003 1.0000000180025095e-35 0.088340000000000016 0.16064500000000001 0.09901500000000002 0.097940000000000013 -0.089189999999999978 -0.069904999999999981 -1.0000000180025095e-35 -0.0043499999999999988 -0.085974999999999982 0.097135000000000013 -0.230625 -0.089714999999999975 -0.075429999999999983 -0.083564999999999987 -0.084304999999999977 0.077800000000000022 0.091485000000000025 -0.090634999999999979 -0.016839999999999997 -0.029114999999999999 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -2 -6 7 9 -8 10 -7 12 15 -14 -15 -3 -17 26 19 -19 -21 -22 23 24 25 -23 -18 -24 -29 -30
right_child=4 2 -4 -5 5 6 8 -9 -10 -11 -12 -13 13 14 -16 16 17 18 -20 20 21 22 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.00044735608539039071 -0.0010325552539813144 -0.0010967113248610977 -0.00091062079635147435 -0.00084291985457408665 -0.0013474913118305307 0.00041273640274738267 0.00012567107348833794 -0.0013490218050350345 -0.001273689943729671 0.0012125283918379191 -0.00079187968462575073 -0.0013080543792251514 0.00090739518067551716 0.00071121795662898099 -0.00083680374614824552 -0.0013483803952610862 0.00055009693878530018 0.00093116747795036179 -0.0013531088666299269 -0.0013227729299109421 0.00091095316323902 -0.0013507271506079013 0.001355984198342084 0.00089486641964016866 0.00037737413765458487 0.0012999166053512862 -0.0011881488476704486 -0.00017019450656111194 0.00087283909156336359 -0.0013420232520972388
leaf_weight=0.13991834917737833 0.01872922354232287 0.037002973829089569 0.077909397657663249 0.019447982725523616 0.011495006468294378 0.30618703744517006 0.047143603449512739 0.011269704671576619 0.024823716967148357 0.042831820113860886 0.024080920852156851 0.020481444714050667 0.053006532252311445 0.028627380666421232 0.033408429402015827 0.020651758693702504 0.0126888716549729 0.043689676881513151 0.017942941746468932 0.022253508748690365 0.042180906715202582 0.033480725892161445 0.0085191414909786545 0.058603508462738318 0.042381381965242326 0.0076996175955628124 0.043112624199693528 0.106445689014663 0.010636230930685997 0.05571112213243623
leaf_count=176 23 605 295 89 89 582 41 7 21 69 63 250 34 99 90 320 15 28 29 55 39 148 6 66 43 11 65 326 5 221
internal_value=0 -0.000146548 -0.000236131 0.0002899 0.000171645 0.000219854 0.000259335 0.000374736 -0.000357011 0.000426803 0.000324904 -0.000160902 -0.00012625 0.000352061 -0.000122445 -0.000223987 -0.000162593 -0.000114134 -2.98812e-05 2.51293e-05 -7.69159e-05 -1.09457e-06 -0.000120024 0.000233682 -0.00023002 -0.000855128 -0.000792884 -0.000397362 -0.000483806 -0.000986956
internal_weight=0 0.9358 0.776434 0.159366 0.486561 0.467832 0.456337 0.384369 0.0719673 0.3731 0.330268 0.698524 0.678043 0.115042 0.0620358 0.563001 0.525998 0.505346 0.449544 0.431602 0.387912 0.365658 0.323477 0.142165 0.0835617 0.0411803 0.0558015 0.181312 0.172793 0.0663474
internal_count=3910 3015 2750 265 895 872 783 721 62 714 645 2455 2205 223 189 1982 1377 1057 977 948 920 865 826 268 202 159 80 558 552 226
is_linear=0
shrinkage=0.00134594


Tree=725
num_leaves=31
num_cat=0
split_feature=31 130 147 1 48 148 150 48 2 38 50 16 1447 123 1429 3 47 11 15 2 0 43 13 1 1374 15 160 0 0 16
split_gain=0.0039229 0.00429658 0.00435155 0.00467226 0.00491333 0.0056713 0.00579115 0.00529218 0.00745072 0.00726072 0.00712484 0.00520577 0.00553295 0.00513981 0.00493432 0.00482205 0.00821505 0.00547595 0.00536134 0.00811253 0.00533221 0.00763509 0.00794293 0.00695182 0.00799473 0.00613651 0.00607306 0.00726203 0.00658321 0.0053824
threshold=-1.0000000180025095e-35 -0.24153999999999998 -1.0000000180025095e-35 0.10386500000000001 -0.086624999999999994 -1.0000000180025095e-35 0.15024000000000001 0.14226500000000003 0.10457000000000001 0.13790500000000003 0.14262000000000002 0.050115000000000007 -1.0000000180025095e-35 0.10400500000000001 -1.0000000180025095e-35 -0.115685 0.086425000000000016 0.08184000000000001 0.079360000000000014 0.12330500000000001 -0.082994999999999985 -0.17307499999999998 0.16421000000000002 0.093575000000000019 -0.094679999999999986 0.05377500000000001 0.093550000000000008 -0.23029999999999998 -0.084304999999999977 -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 15 -5 -6 7 8 13 10 11 12 -10 -7 -13 17 20 18 -4 -20 23 22 -22 24 -17 -23 27 -26 -29 -30
right_child=1 2 3 4 5 6 -8 -9 9 -11 -12 14 -14 -15 -16 16 -18 -19 19 -21 21 25 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0028270181070129295 -0.0030476267394334258 -0.0028436882182000622 0.0014265752351693185 -0.0019286302571682264 0.0030498357499410501 0.00022371825202007061 -0.0023377217453810595 -0.0017488281593364924 -0.0010899795196006718 -0.003128030052237898 -0.0026576310188955402 -0.0031324278855993553 0.0027231272254937648 -0.0030292462857661878 0.00151176801922566 -0.0031320047759710997 -0.0025057517829425694 -0.0019636892991567803 -0.0031277668166761435 0.003130867219916724 0.0023190825318391874 -0.00086643899975991513 -0.0017627925438967438 0.0019173972522910578 0.00216652691258124 -0.0031282044838990839 -0.0024454541901451528 -0.00056688723014595532 0.002301407374284276 -0.00098133599309947923
leaf_weight=0.0046381904977295099 0.0046625821266275116 0.0053169690719414566 0.041410805288521146 0.0081762485933722928 0.0084349164359878159 0.057878647717672038 0.0071107235926319836 0.0090868315674015321 0.0040643670208737595 0.0031896360742393872 0.0034439200699125641 0.0034170533260748925 0.043662682395620322 0.0051699386594918897 0.006463823380499889 0.0082928841302418732 0.01719094557069667 0.0072404499873641717 0.0065122760086637754 0.0029360087355598807 0.012265491343327994 0.043810489279088927 0.0075100984716414123 0.017869312144057403 0.016319486094346303 0.016002289773631162 0.0088813732092631881 0.070959408246356048 0.01666348360174652 0.0069014908695521618
leaf_count=113 26 35 110 25 72 248 8 32 15 6 11 22 250 11 88 45 220 89 70 2 23 416 46 63 38 708 112 884 55 67
internal_value=0 -6.18511e-05 -3.19884e-05 4.49965e-07 0.000431837 0.000558874 0.000412443 0.000555837 0.00072036 0.00146957 0.00170977 0.00197086 0.00239841 -4.30225e-05 -9.43106e-05 -0.000229179 -0.000422844 0.000579712 0.000941798 -0.00118293 -0.000264037 -0.000914852 0.000768925 9.10129e-05 -0.000163922 -0.00147155 4.16655e-05 0.000240946 -9.15023e-05 0.00133999
internal_weight=0 0.470845 0.466182 0.460865 0.160099 0.151923 0.143488 0.136377 0.12729 0.0642415 0.0610518 0.0576079 0.047727 0.0630486 0.00988088 0.300766 0.242667 0.0580995 0.0508591 0.00944828 0.225476 0.0795884 0.0197756 0.145887 0.128018 0.0598128 0.119725 0.110844 0.0945244 0.023565
internal_count=3910 3797 3771 3736 788 763 691 683 651 392 386 375 265 259 110 2948 2677 271 182 72 2457 1193 69 1264 1201 1124 1156 1044 1006 122
is_linear=0
shrinkage=0.00312586


Tree=726
num_leaves=31
num_cat=0
split_feature=39 51 3 1 42 1365 484 52 50 1373 130 1213 475 1 48 0 16 1375 52 51 4 0 130 42 4 13 3 158 52 43
split_gain=0.00379884 0.00586409 0.00499354 0.00500217 0.00510462 0.00492933 0.004086 0.00573535 0.00522751 0.00427085 0.0042611 0.00436163 0.00542644 0.00488197 0.0110265 0.00700366 0.00756829 0.00652517 0.00552917 0.00564065 0.00514287 0.00529428 0.00768593 0.00727868 0.006371 0.00730238 0.00642932 0.00617264 0.00663225 0.00995954
threshold=0.005105000000000001 -0.40274499999999996 0.11265500000000002 0.11353000000000001 -0.090359999999999982 1.0000000180025095e-35 -0.0043499999999999988 0.024145000000000003 0.077805000000000013 0.11103 -0.23515499999999998 -1.0000000180025095e-35 -0.086004999999999984 0.14000500000000002 0.12675000000000003 -0.23029999999999998 -0.094359999999999986 -0.044039999999999989 0.11401500000000002 0.11178000000000002 0.25367000000000006 -0.077944999999999987 -0.081969999999999987 -1.0000000180025095e-35 -0.51381999999999983 -0.15355999999999997 0.082730000000000012 0.099375000000000005 -0.42985499999999993 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=5 -2 3 4 -3 6 7 -1 -9 10 -8 12 -12 14 15 16 17 -13 20 -20 21 22 -17 -24 -23 -26 27 28 -27 -30
right_child=1 2 -4 -5 -6 -7 9 8 -10 -11 11 13 -14 -15 -16 18 -18 -19 19 -21 -22 24 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0031188023885815302 -0.003522819721345845 -0.0025915763726863756 -0.0011788658308795079 0.0035229481638543955 0.0014306743350929519 -0.0028644568822889706 -0.0035261987608538048 0.002721463813908928 -0.0035223588600362425 -0.0035229050445619923 0.0035218353572973463 -0.0018785708433208047 -0.0031257504144793975 0.0025438124505124185 -0.0028684243576675211 0.0018693819073605925 0.0032500739224912657 0.0022699870096676996 -0.0027427454234646522 0.0007191191083718467 0.0013352610632448862 -0.0019194713826591265 -0.0032007970620226743 -0.00047430366972435353 0.003524339642099862 -0.0023493022301319141 -0.003522866875721415 -0.0035242174190596573 0.0019438153106190762 -0.0035242996594836711
leaf_weight=0.012476080308196913 0.0036418833705056377 0.004536623679314288 0.0098569746157863847 0.012097504428169259 0.028303182060881227 0.008170210442628445 0.0041454336109154602 0.0052547992620830533 0.0024300492360467274 0.0042589719788566063 0.0018071185913868257 0.0099924861897306982 0.0096346062941208288 0.010107351050294255 0.015210042893386344 0.015181985961191913 0.018291200905423466 0.0088677373008749782 0.016836499389178528 0.0089238172289256568 0.039565208087594783 0.010829992747943606 0.013731267362359745 0.10427538088046617 0.01172128607254308 0.0062465883723348261 0.0045566942069399366 0.0038341038283817843 0.049050705706406461 0.0045069422862979982
leaf_count=416 20 27 37 183 192 69 21 101 50 18 4 12 548 89 49 71 30 41 280 90 142 30 316 542 23 178 50 30 220 31
internal_value=0 0.000802667 0.00109016 0.00158787 0.000875024 -0.000158218 -0.000101776 -0.00164522 0.000747086 -1.80316e-05 2.26069e-05 6.31149e-05 -0.00207582 0.000132694 6.13581e-05 0.000197879 0.0016367 7.20063e-05 1.30828e-05 -0.0015435 0.000165257 -4.14612e-05 -0.000488242 -0.000791559 0.00061428 0.000957646 0.000516485 0.000805715 0.00108331 0.00148367
internal_weight=0 0.0584362 0.0547943 0.0449373 0.0328398 0.399907 0.391736 0.0201609 0.00768485 0.371575 0.367316 0.363171 0.0114417 0.351729 0.341622 0.326412 0.0371514 0.0188602 0.28926 0.0257603 0.2635 0.223935 0.133189 0.118007 0.0907463 0.0799163 0.068195 0.0636383 0.0598042 0.0535576
internal_count=3910 459 439 402 219 3451 3382 567 151 2815 2797 2776 552 2224 2135 2086 83 53 2003 370 1633 1491 929 858 562 532 509 459 429 251
is_linear=0
shrinkage=0.00352023


Tree=727
num_leaves=31
num_cat=0
split_feature=1456 151 393 453 31 2 2 151 0 3 0 3 16 4 0 15 12 40 2 123 2 1446 4 3 4 1374 1365 47 150 13
split_gain=0.00364445 0.0040834 0.00361853 0.00368208 0.00377653 0.0042364 0.00535646 0.0071688 0.00590882 0.00670441 0.00885753 0.00754839 0.00826515 0.00601073 0.0064717 0.00675379 0.00823397 0.00569807 0.00480525 0.00494514 0.0065967 0.00457269 0.00444336 0.00427033 0.00488017 0.00404014 0.00406296 0.00511719 0.00483631 0.00420909
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 0.089535000000000017 -1.0000000180025095e-35 0.086650000000000019 0.085255000000000011 -0.086249999999999979 -0.13027499999999997 -0.074234999999999982 -0.017269999999999997 -0.075954999999999981 -0.078844999999999985 -0.08422499999999998 -0.084304999999999977 -0.10981499999999998 0.090385000000000007 0.028705000000000001 0.087005000000000013 0.083855000000000013 0.094825000000000007 0.091520000000000018 -0.51381999999999983 0.086245000000000016 -0.0082299999999999995 0.098580000000000015 0.084090000000000012 0.097435000000000008 -0.047069999999999994 -0.5337599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 23 11 17 12 13 -10 15 -15 -17 -11 -7 21 -21 22 -20 24 -6 26 27 28 -24 -30
right_child=2 -3 3 -5 5 18 7 -9 9 10 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00060975177493430754 -0.0031892165760863261 -0.003189566921671601 0.0031926990800628897 -0.0019678781959659272 -0.0022856902708160843 0.002689426349074743 0.0015142579363920084 -0.0031908322571577107 -0.0027003120768305713 -0.0030131900327946821 0.0023452586862148148 0.0029691401168907903 -0.0021522927504410037 -0.0031929589305967889 0.002086436189146237 -0.0031255872031929234 0.0015221140231195128 0.00099462854511911825 -0.0017608904716813279 -0.0017239070586873297 0.002595453479730705 -0.0031897012316662613 0.0024653890353578192 0.0029172696168096074 0.0025527864906786293 -0.0026825337207148064 -0.002293514518647813 0.0020442192186681759 -0.00273258372869172 0.00020655302045584657
leaf_weight=0.0046335774040073829 0.0035465531166352085 0.0075803882244400711 0.0039462669377599005 0.0090443523111218838 0.0047807547060756406 0.0083037846874418619 0.0043816441384052487 0.013236605972878124 0.0059034197049001582 0.022657688548179067 0.0047536151213307667 0.00816151592806591 0.017829390791284538 0.0062538078677576428 0.020326896710713527 0.0049137380560466673 0.018330930376123433 0.0042888337075623886 0.01173216981612768 0.0045553145952226251 0.017039948037677277 0.0042443186686114123 0.0094320966873056022 0.010101622784191022 0.0038063443478222325 0.0046616808152180047 0.0058877602952804855 0.017457158798833916 0.0050979980576357766 0.17443029219038308
leaf_count=41 76 328 112 49 32 46 17 171 151 176 38 25 358 12 109 120 37 14 41 19 169 83 23 21 13 27 35 69 12 1486
internal_value=0 -0.00174823 1.80198e-05 4.47484e-05 8.84512e-05 5.87588e-05 -0.000369315 -0.00202068 -0.000149085 -0.000422801 -0.00166743 6.00052e-05 -0.000262773 0.000341744 0.000702174 -0.000251698 0.000539627 -0.0023753 0.000302608 0.000224744 0.00168433 8.94315e-05 0.000150287 0.00151207 -0.000140972 0.000253632 0.000318102 0.000392595 0.000240009 0.000123091
internal_weight=0 0.012214 0.429107 0.42556 0.416516 0.412569 0.149727 0.0176183 0.132109 0.11342 0.0317001 0.0817197 0.0735582 0.0557288 0.0498254 0.0294985 0.0232447 0.0269465 0.262843 0.254539 0.0215953 0.232943 0.228699 0.0186887 0.0085871 0.216967 0.212305 0.206418 0.18896 0.179528
internal_count=3910 369 3541 3465 3416 3304 1294 188 1106 1040 228 812 787 429 278 169 157 190 2010 1964 188 1776 1693 66 45 1652 1625 1590 1521 1498
is_linear=0
shrinkage=0.00318838


Tree=728
num_leaves=31
num_cat=0
split_feature=160 401 484 150 483 1 12 51 150 147 1 457 148 2 13 15 129 3 42 4 0 49 43 47 49 0 403 159 455 0
split_gain=0.00330221 0.00436056 0.00340292 0.00455172 0.00383038 0.00374713 0.00586055 0.00555978 0.00482038 0.00460288 0.00532199 0.00532486 0.00520644 0.00548155 0.0046769 0.00633033 0.00445114 0.00542352 0.00489241 0.00482766 0.00882633 0.00807437 0.00678098 0.00651066 0.00597977 0.0053186 0.00474867 0.00473776 0.00472226 0.00456551
threshold=-0.40446999999999994 0.082755000000000009 -0.0043499999999999988 0.097030000000000019 0.11293000000000002 0.12811000000000003 0.11655500000000001 -0.025709999999999997 0.15024000000000001 -1.0000000180025095e-35 0.10386500000000001 0.041935000000000007 -0.080629999999999993 0.10457000000000001 0.10924000000000002 -0.064869999999999983 0.092070000000000013 -0.5217799999999998 0.09901500000000002 -0.49837999999999999 0.047345000000000005 -0.085974999999999982 -0.091114999999999988 0.09252500000000001 0.0062100000000000011 -0.11524 -0.092224999999999988 0.09141500000000001 0.081825000000000009 -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 -1 3 4 -2 6 8 -7 9 -4 16 12 -12 14 15 -14 17 -11 19 -19 21 22 -21 24 26 -26 -23 29 -20 -28
right_child=2 -3 5 -5 -6 7 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 18 28 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.003883508188390086 -0.0036631196954266957 0.0040387600396037939 -0.0043795615375547339 0.0023977887371266038 0.0015395053780562413 -0.00032547595213417807 -0.0026210911221927129 0.0029943580646378614 -0.00427628505856722 0.0038060249749272031 -0.0039545774646276713 0.0043091706695106181 -0.0028057569999120784 0.0022694842561167142 0.0036728276818355217 0.0017212035905647643 -0.0043794112679871522 -0.0029930707090314234 -0.0043361844638876747 0.0020767371097115306 0.0025757757897238039 -0.0043775474753345797 -0.0035466394676339323 -0.0037156764545448191 0.00032158100154271174 -0.0041887497530463122 0.00065286833921007032 -0.0037794917639388608 0.0032498201653662715 0.0031337417011640485
leaf_weight=0.0080476580917654417 0.014068401774686379 0.0015948026902634646 0.0042366776857534197 0.0042365972378775032 0.003358238127539436 0.018557203810615874 0.015975742093758072 0.02016693542992698 0.0047726643410896932 0.0069069093311782117 0.0041648931146482928 0.0093496214470292216 0.015251024664223676 0.034944273301050544 0.0047908663073030757 0.0096699750380651057 0.0045658047328984699 0.0098337605543576956 0.0089331959721690168 0.0051116050863129195 0.025263324408115295 0.003466429417727567 0.02092628038519706 0.0078555214020497033 0.010298244246996546 0.0097515122060762849 0.11753617791237758 0.004179644436234752 0.0019077916610967813 0.016165596641570801
leaf_count=287 531 18 30 22 57 88 99 224 6 14 10 83 71 217 9 51 133 83 263 24 54 198 75 86 53 255 752 45 12 60
internal_value=0 -0.00257321 1.77056e-05 -0.0016713 -0.00266054 0.000110435 -3.02691e-05 0.00140344 9.15094e-05 0.000153716 0.000211763 0.00120983 0.000788777 0.00109433 -0.000287786 -0.00104918 -9.69803e-05 -1.81818e-05 -0.000127677 7.53758e-06 0.000141324 -0.000173602 -0.00244269 0.000175474 0.000364864 -0.00187209 0.000682169 0.000809373 -0.0030012 0.000952825
internal_weight=0 0.00964246 0.416245 0.0216632 0.0174266 0.394582 0.355858 0.0387241 0.339882 0.335109 0.330872 0.0781707 0.068821 0.0646561 0.0297119 0.024921 0.252702 0.248136 0.241229 0.230388 0.220554 0.195291 0.0260379 0.169253 0.161398 0.0200498 0.141348 0.137881 0.010841 0.133702
internal_count=3910 305 3605 610 588 2995 2683 312 2584 2578 2548 441 358 348 131 122 2107 1974 1960 1685 1602 1548 99 1449 1363 308 1055 857 275 812
is_linear=0
shrinkage=0.00437696


Tree=729
num_leaves=31
num_cat=0
split_feature=39 51 13 403 132 457 1375 42 133 43 13 13 52 474 1374 160 160 0 130 52 151 2 133 40 38 52 122 47 47 4
split_gain=0.0162772 0.015523 0.0152579 0.0160809 0.0132699 0.0151071 0.0166853 0.0137265 0.0140991 0.0163147 0.0256702 0.0161534 0.0142167 0.0145664 0.0152083 0.0142704 0.0141211 0.0163196 0.0133492 0.0126244 0.0128089 0.0175758 0.0159858 0.0147857 0.012298 0.0120993 0.011968 0.0118624 0.0114764 0.0143871
threshold=0.005105000000000001 -0.40274499999999996 -0.094679999999999986 -0.088854999999999976 0.079995000000000011 0.082870000000000013 -0.43271999999999994 -0.10770999999999999 0.084285000000000013 -0.074254999999999988 -0.0041499999999999983 -0.091849999999999987 -0.010284999999999997 0.085435000000000025 -0.033639999999999996 -0.077139999999999986 -1.0000000180025095e-35 -0.060094999999999989 -1.0000000180025095e-35 0.11588000000000002 -0.083274999999999988 0.091525000000000009 0.024320000000000005 -0.064864999999999992 1.0000000180025095e-35 -0.11051499999999999 0.089350000000000013 0.10976000000000001 0.09252500000000001 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 -4 5 7 -7 -5 9 16 -11 -10 13 14 -12 -15 17 -9 -18 20 -1 22 27 -23 26 -8 -3 -22 29 -14
right_child=1 24 3 4 -6 6 25 8 11 10 12 -13 28 15 -16 -17 18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00057504008761333279 -0.0013482062404897846 0.00083476288171171488 -0.001315410219475529 -0.0013479871946473962 0.00048260122522105614 -0.00065202830165163317 -0.00069052305589417152 -0.0013472950678938395 0.0012850253900509208 -0.0012728049419651634 0.00044903302280670688 -0.0013476256519350232 -0.00097234738925651735 0.0011191851464568154 -0.0011000227019870674 -0.0012162588915538581 -0.0005969705089962508 0.001310299794023542 0.00064677486660935884 -0.00087639461373442695 0.00057204106019745576 -0.0005868798440846107 -0.0013296777346551258 0.0010577520291999527 -0.00028032730915403909 0.0006310702213530243 -0.00088649579613529143 -0.0009008514608023592 -0.00058402766976598018 0.00036596637605477885
leaf_weight=0.025457209451246854 0.0088716021496111352 0.097165876435497012 0.022730717217086749 0.022549739659865509 0.052998336018276859 0.033060434501578584 0.01459756264466705 0.018206474069188516 0.004788212642324651 0.048179465072564653 0.013671316904947162 0.035711965048079719 0.016519837594387354 0.014950699893233832 0.071680309023804512 0.006939722034417172 0.019185361940799339 0.0054355466591005088 0.084434211609107024 0.017659431075344401 0.047847966888923565 0.011327994495786697 0.013991207499202574 0.078712719990562618 0.029348146632855787 0.089431194475764642 0.0079138196306303144 0.012491799471263221 0.043768348555602188 0.12213140633093644
leaf_count=40 20 353 471 156 194 19 35 135 4 555 4 536 21 19 196 45 15 6 166 89 115 9 29 150 74 142 12 11 68 221
internal_value=0 0.000376185 -0.0001105 -0.000200836 -0.000165562 -0.0002172 0.000180912 -0.000320535 -0.000274711 -0.000208387 -0.000363103 -0.00103638 -0.000211792 -0.000600688 -0.000851901 0.0003788 0.000202335 -0.000736286 0.000416493 0.000212102 0.000313363 0.000450955 -3.34457e-05 0.000850841 0.000489986 0.000445621 0.000705131 0.000267116 1.6835e-05 0.000206511
internal_weight=0 0.143299 0.948459 0.740971 0.71824 0.665242 0.137089 0.528153 0.505603 0.465103 0.337841 0.0405002 0.289662 0.107242 0.0853516 0.0218904 0.127262 0.023642 0.10362 0.207488 0.189829 0.164372 0.074331 0.0900407 0.134428 0.104029 0.10508 0.0603398 0.18242 0.138651
internal_count=3910 459 3451 3008 2537 2343 196 2147 1991 1451 1129 540 574 264 200 64 322 141 181 443 354 314 155 159 439 177 365 126 310 242
is_linear=0
shrinkage=0.00134594


Tree=730
num_leaves=31
num_cat=0
split_feature=1429 4 11 151 1211 480 1213 457 1 0 133 151 2 448 480 13 15 3 3 12 132 403 474 3 49 0 3 2 3 4
split_gain=0.0134884 0.0143948 0.0250911 0.0175562 0.01373 0.0131422 0.0125146 0.0113146 0.0123958 0.0314736 0.0193391 0.0147543 0.0146536 0.0141757 0.0131028 0.0139682 0.0135528 0.0203968 0.0286518 0.0199177 0.0146688 0.0129768 0.0123791 0.0123373 0.01193 0.0103309 0.0121908 0.0120333 0.0139646 0.0158688
threshold=-1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 -0.27336999999999995 1.0000000180025095e-35 0.08456000000000001 -0.082704999999999987 0.53894500000000012 1.0000000180025095e-35 -0.084074999999999997 0.086895000000000014 -0.086909999999999987 1.0000000180025095e-35 -0.083779999999999979 -0.065749999999999989 -0.083924999999999986 0.079360000000000014 -0.10315499999999998 -0.075679999999999983 0.129665 0.12562500000000001 0.088825000000000015 0.059400000000000008 -0.010319999999999998 1.0000000180025095e-35 -0.083424999999999985 -0.115685 0.11339500000000001 -0.082204999999999986 -0.52333999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 12 -10 -8 -13 -15 -16 17 -17 -19 20 -18 22 25 -20 -12 -11 -27 28 -28 -30
right_child=1 3 -4 -5 -6 -7 7 -9 11 21 24 13 -14 14 15 16 19 18 23 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00086284827828534371 -0.0011492863311810613 -0.0009621009129195502 -0.0010316130067987068 0.00045747149356865772 -0.0011496306462157745 -0.001149588237615372 0.0011290958688290611 -0.0011116287693983262 0.0007048008906582428 0.00088623025660555354 0.00026929290493862905 -0.0010675989083440082 -0.0011509422270114585 -0.0011501625025130836 0.00056306055662380542 0.0011110179563577878 -0.001142805245618946 -0.0011505430757303404 0.00068617753278360483 0.001077112397685049 0.0009590150081466701 -0.00093568199074382742 -0.0011495632220105149 3.7812488285380536e-05 -0.0011504409354455673 0.00060232060764283356 -0.00050896850784232185 -0.0011496532802760867 -0.0011521871001476639 0.00050568286833101389
leaf_weight=0.024684795506630164 0.012025990522829266 0.012594954096130095 0.033533577154912564 0.13182441836715952 0.013977001440991899 0.012984120518183317 0.0039538178680230676 0.01129587454488501 0.058014712263002366 0.02830270075764918 0.035373966723369676 0.013552106333918346 0.06282331597228108 0.010380452028812215 0.08838542384341963 0.026137452370676328 0.033694915503815537 0.023972313002559531 0.048207403799779058 0.0084497805655701086 0.0050368364954920244 0.014532478145724781 0.0088114494950559674 0.19696821296247435 0.010023698502294565 0.053685736075749335 0.03836113589954937 0.011886287351558167 0.0085105210309848189 0.072725575981735791
leaf_count=181 297 20 121 446 218 235 2 14 114 19 139 15 378 48 185 28 214 114 110 13 11 50 81 160 112 38 240 114 5 188
internal_value=0 -4.12467e-06 -5.57148e-05 0.000333669 -1.98346e-05 -2.25169e-06 1.45791e-05 3.06103e-05 4.55822e-05 -0.000121422 -0.000622666 0.000159239 -0.00101594 8.96438e-05 0.000125188 0.000155914 5.08363e-05 0.000142183 4.80981e-05 -0.00052086 -0.000869476 0.000116007 0.000184764 0.000165297 -4.4181e-05 0.000239841 0.000141042 -4.73014e-05 6.22569e-05 0.000332
internal_weight=0 1.09003 0.945607 0.144419 0.912073 0.898096 0.885112 0.873086 0.86179 0.348991 0.112175 0.5128 0.0667771 0.454785 0.441233 0.430852 0.342467 0.295285 0.269148 0.0471815 0.0387318 0.236816 0.222283 0.245176 0.0453977 0.213472 0.185169 0.131484 0.119597 0.0812361
internal_count=3910 3729 3263 466 3142 2924 2689 2392 2378 1366 631 1012 380 898 883 835 650 412 384 238 225 735 685 270 251 604 585 547 433 193
is_linear=0
shrinkage=0.00114875


Tree=731
num_leaves=31
num_cat=0
split_feature=39 13 151 43 3 0 16 51 457 1 4 47 403 0 132 42 0 4 47 42 52 124 122 13 484 2 483 2 1375 3
split_gain=0.0156237 0.0162339 0.0182339 0.0153946 0.0174897 0.0256321 0.0181763 0.0147178 0.0139596 0.0138632 0.0136649 0.0149791 0.0136375 0.015807 0.0135156 0.0194641 0.0129185 0.0173285 0.0134963 0.0123525 0.011937 0.0117286 0.0123145 0.0115316 0.0106794 0.0106296 0.0104088 0.0109751 0.01166 0.0131607
threshold=0.005105000000000001 -0.10023999999999998 -0.083274999999999988 0.098320000000000005 -0.10628499999999998 -0.053834999999999994 -0.25582999999999995 -0.40274499999999996 -0.0015249999999999997 0.086245000000000002 -0.51381999999999983 0.084155000000000021 -0.082404999999999992 -0.070894999999999986 0.080815000000000012 -0.015514999999999999 -0.082994999999999985 -0.084009999999999987 0.10813000000000002 0.091230000000000019 0.11588000000000002 -0.087894999999999987 0.089350000000000013 0.16421000000000002 0.085675000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0098549999999999974 -0.43271999999999994 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 8 -3 -2 24 23 -4 20 -10 16 15 -8 18 -18 26 -15 -12 -11 -23 -9 -6 -7 27 -14 -29 -30
right_child=7 3 10 -5 5 25 14 9 12 21 11 -13 13 19 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00081637490727406504 -0.0013752131890261031 0.0011479707163308561 -0.001339773286966895 -0.0011247147686335042 -0.0010980533211578851 0.001373888533122993 -0.0013326150556746959 -0.00075754801532797839 -0.0013732081159593618 -0.00015440430022973947 0.00089848517995510721 -0.00030534086202992018 -0.0013733576595749426 -0.00096912132338101097 0.0011493847103725544 0.00014036194973067738 0.00018621236164956178 -0.0013738183124507647 -0.0010867037585935223 0.0010412997649050409 -0.00074771014370096569 0.0012130349507488778 -0.00049376840680355591 0.00080934303131820738 0.00026585685168851661 -0.0013313883036616093 -0.0009818994724429468 -0.00067482187830602712 -1.9785196998850122e-05 0.00060588046592490743
leaf_weight=0.025046520148407581 0.0084484112023801572 0.034199492612060567 0.0076654601671179981 0.031860647346263704 0.046887272326614493 0.002899772090586338 0.021758497417238232 0.025015643728011128 0.01493849857541818 0.020528610886913157 0.10587365546069805 0.031047233148910891 0.0091622932268364821 0.0067951591558994542 0.016675603085786861 0.075849977831467186 0.022599616377192433 0.03303814138251937 0.02118516976167939 0.037817062093495224 0.0090084390124047786 0.068079315194495393 0.0090231106805731542 0.013700915750177955 0.014066025027659634 0.048901825791801912 0.017557466525431664 0.028868782632343937 0.14978084213572629 0.10982764189861882
leaf_count=38 20 61 15 212 205 9 93 58 526 54 223 40 33 64 37 161 72 433 45 88 48 295 12 20 48 222 101 15 547 115
internal_value=0 -0.000101894 0.000269775 -0.000191054 -0.000149322 -0.00025963 0.000269912 0.000383142 -0.000166612 0.000492093 0.000446892 0.000540743 -8.33696e-05 -3.92403e-05 7.15264e-06 -0.000187988 -0.000127359 -0.000740146 -2.60034e-05 0.00073508 0.000769399 0.000767764 0.00101329 -0.000203061 -0.000783308 -0.00117995 4.52889e-05 0.000105882 0.000152864 0.000244903
internal_weight=0 0.923311 0.178641 0.74467 0.712809 0.564326 0.148484 0.144796 0.512524 0.136348 0.153595 0.145929 0.451571 0.436632 0.114284 0.0976085 0.39202 0.0556378 0.336382 0.0446122 0.114882 0.097631 0.0771024 0.0387166 0.0609533 0.0518016 0.315197 0.29764 0.288477 0.259608
internal_count=3910 3451 364 3087 2875 2523 352 459 2292 439 326 311 2039 1513 291 254 1361 505 856 152 271 361 307 78 253 231 811 710 677 662
is_linear=0
shrinkage=0.00137286


Tree=732
num_leaves=31
num_cat=0
split_feature=123 375 130 484 155 52 1 42 454 0 3 104 52 49 48 1 1374 15 0 1 158 150 13 160 3 4 13 403 49 51
split_gain=0.0121091 0.0152375 0.0116448 0.0119961 0.0115111 0.0113011 0.0108594 0.010967 0.0117811 0.0101249 0.00987573 0.0102211 0.0114355 0.0140204 0.0117611 0.0137927 0.0206909 0.0169397 0.0168265 0.0119428 0.0114762 0.011887 0.00980083 0.00916308 0.0102721 0.023487 0.011348 0.00958331 0.00908477 0.00822335
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.079100000000000018 -0.0043499999999999988 0.088505000000000014 0.024145000000000003 0.12811000000000003 0.09901500000000002 -1.0000000180025095e-35 -0.11287999999999999 -0.15464999999999998 1.0000000180025095e-35 0.086950000000000013 0.10581000000000002 0.12675000000000003 0.095575000000000007 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.09112000000000002 0.084965000000000027 0.08926000000000002 0.41346500000000003 0.084100000000000022 -0.078884999999999997 -0.083329999999999987 -0.10547499999999999 -0.088854999999999976 -0.15265499999999996 -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=2 -2 3 5 6 -1 7 8 -5 -7 -10 12 14 -14 15 16 -12 -17 -18 20 21 23 28 24 25 27 -27 -20 -9 -8
right_child=1 -3 -4 4 -6 9 29 22 10 -11 11 -13 13 -15 -16 17 18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011221668467955635 -0.0012700927328196186 0.00062277647311713717 -0.0011120354901724826 -0.0010551784279639327 -0.0011361433263200704 0.00097811458381926743 -0.00027082558296116831 0.00089138247941336157 0.00054496161483253856 -0.00098162003414568552 -0.0012741195778088652 -0.0010332434992261085 -0.00055336046241868443 0.00090423865138088545 -0.0010748665475586406 0.00064474892841498085 0.0009528326569903763 -0.00058843131822189127 -0.0012691300180785643 -0.0011719271121884227 -0.0012710901103849678 -0.000791138284947137 0.0012731359296321387 0.00069236547227874781 0.00033362845397490442 0.00090574574902623265 -0.0011559675302588817 0.00064012552976344542 -0.001085229302593021 0.0007016893341559474
leaf_weight=0.031491051548613314 0.0075718831685662727 0.0708811288071729 0.01725164361920406 0.016877879031596876 0.014625872618239555 0.010056253814354932 0.018632873128808569 0.004200476862024515 0.052574871580418403 0.0073333279158021005 0.020052285743986431 0.015857450065595913 0.091028098160450099 0.012016754365049565 0.013689181593690591 0.11599028928571897 0.030288181147625437 0.021192461602822732 0.0047969095332973657 0.014310129547538963 0.010621002042398686 0.023004557131571346 0.0037747581955045453 0.042959425599519818 0.091173447523146933 0.0048299547579517812 0.038738235887421979 0.035721880667722417 0.034153492520204054 0.05608821552164045
leaf_count=404 8 326 436 50 192 30 20 4 107 126 46 19 511 16 21 182 23 47 57 78 58 68 1 50 136 7 285 90 320 192
internal_value=0 0.000440086 -8.06005e-05 -5.93179e-05 -2.14607e-05 -0.000668989 -3.58227e-07 -4.95621e-05 -9.26099e-06 0.000151679 1.83715e-05 -2.88515e-05 -9.2941e-07 -0.00038338 8.33929e-05 0.000118342 -2.72518e-05 0.000454243 5.70899e-05 -4.48446e-05 1.91975e-05 7.60083e-05 -0.000676839 0.000167422 3.87493e-05 -0.000280981 -0.000927407 0.000414094 -0.000868753 0.000459178
internal_weight=0 0.078453 0.853331 0.836079 0.787199 0.0488806 0.772573 0.697852 0.655723 0.0173896 0.638845 0.58627 0.570413 0.103045 0.467368 0.453679 0.316496 0.137183 0.296444 0.266156 0.251845 0.241224 0.0421287 0.21822 0.17526 0.084087 0.0435682 0.0405188 0.038354 0.0747211
internal_count=3910 334 3576 3140 2580 560 2388 2176 1851 156 1801 1694 1675 527 1148 1127 898 229 852 829 751 693 325 625 575 439 292 147 324 212
is_linear=0
shrinkage=0.00126831


Tree=733
num_leaves=31
num_cat=0
split_feature=39 51 13 403 43 3 0 457 151 4 133 52 2 124 42 1 122 43 13 2 52 2 0 42 453 3 52 52 1186 132
split_gain=0.0174097 0.0190074 0.0151503 0.017682 0.0168808 0.019242 0.0231689 0.0169423 0.016625 0.0156984 0.0172169 0.0152797 0.0149334 0.0148974 0.0148258 0.0136111 0.0165485 0.0134313 0.0130502 0.0124602 0.0123676 0.0149166 0.0165584 0.0210079 0.0118058 0.0153205 0.0287766 0.0251673 0.0154644 0.0148725
threshold=0.005105000000000001 -0.40274499999999996 -0.10023999999999998 -0.088854999999999976 0.098320000000000005 -0.100615 -0.053834999999999994 -0.066264999999999991 -0.083274999999999988 -0.51381999999999983 -0.26719999999999994 0.11588000000000002 0.091525000000000009 -0.52484999999999993 0.098285000000000011 0.099115000000000023 0.12621500000000005 -0.52334499999999984 -0.093439999999999981 -1.0000000180025095e-35 -0.24456499999999998 0.11043500000000002 0.12500000000000003 -0.10770999999999999 0.091855000000000006 0.084925000000000014 -0.0066199999999999991 0.18936500000000003 0.083980000000000013 0.092880000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 7 -7 -1 -10 -11 12 -12 -3 24 18 17 -17 -15 -8 -5 22 23 -22 25 28 -27 -28 29 -9
right_child=1 13 3 4 -6 6 19 14 9 10 11 -13 -14 15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00067001790828097438 -0.0012216390313058258 -0.0011392555348203165 -0.001186692913340306 -0.0012204199307196775 -0.0009949374266878838 -0.000779209712236282 0.001220133015801458 -0.00050297811127745736 -0.0011867645174512707 -0.0012206626236521895 8.851878390374714e-05 -0.00067834633587305552 0.00092183881854744154 -0.0010357043082901941 0.00084281496560534676 -0.0012215155378720588 -0.0012226527942400429 0.0011058798698722764 0.00034450984584720419 -0.001169736137866589 -0.00095399722975303078 0.0011270128355338187 -0.00077207668931302941 0.0005643512457621482 -0.0012211811686015539 -0.00021542406371576926 0.0010866276105011238 -0.00043529233851870899 0.00053298121715048019 0.00066502200766055332
leaf_weight=0.028188921867354111 0.011281069125288923 0.0087253783858614042 0.024766988359885889 0.0080616512930191675 0.032968502533037736 0.054619620166988514 0.0034853615070460356 0.19300963845506658 0.0094856900796003174 0.0089323113177215419 0.048299477800583079 0.01438331811414173 0.094459869176262146 0.011993114804226934 0.02543710433343449 0.0038809023099020115 0.005383061943575739 0.072975072271447061 0.06736621634945561 0.046455869474016476 0.015740937757755091 0.028561315776187257 0.023530178526925738 0.09695193643233313 0.013861025174264796 0.12297182880865876 0.064281115346602746 0.021564532070215137 0.029822702944215962 0.017685817930669145
leaf_count=38 20 8 473 96 203 229 9 1197 15 44 82 50 135 20 133 2 2 306 101 194 59 44 26 124 15 78 65 32 58 52
internal_value=0 0.00031081 -9.86366e-05 -0.000172255 -0.00014081 -0.00010405 -0.000208344 -0.000135296 0.000199007 0.000338542 0.000425663 0.000519244 0.000639903 0.000412309 -6.33186e-05 0.000496085 0.000843632 0.000988356 0.000135926 -0.00100295 0.000253876 0.000326002 0.000158057 0.000352268 -0.00011308 -7.88977e-05 0.000162686 0.000704319 -0.00028864 -0.000404936
internal_weight=0 0.181605 1.02753 0.823776 0.799009 0.766041 0.593195 0.543253 0.20375 0.175561 0.166075 0.157143 0.142759 0.170324 0.488634 0.161598 0.082239 0.076856 0.0793593 0.0499412 0.172846 0.164784 0.136223 0.112693 0.463197 0.449336 0.208817 0.0858456 0.240518 0.210695
internal_count=3910 459 3451 3087 2614 2411 2062 1859 364 326 311 267 217 439 1630 431 310 308 121 203 349 253 209 183 1497 1482 175 97 1307 1249
is_linear=0
shrinkage=0.00121906


Tree=734
num_leaves=31
num_cat=0
split_feature=403 52 133 123 13 151 16 1213 475 1 50 50 0 159 13 40 49 151 456 15 10 158 1375 1186 133 1 48 0 1186 160
split_gain=0.0116563 0.0124873 0.0121716 0.0107248 0.016564 0.0114181 0.0122164 0.0127588 0.0172968 0.0115306 0.0133437 0.0117404 0.0111714 0.0161415 0.0108783 0.00995692 0.00940479 0.0144505 0.0130313 0.0115862 0.0113746 0.0106189 0.0118978 0.0121979 0.0122306 0.0099728 0.00920705 0.00880629 0.00832307 0.00961424
threshold=-0.16616499999999998 -0.42985499999999993 -0.26719999999999994 1.0000000180025095e-35 0.28269500000000009 -0.52174999999999983 -0.54165499999999989 -1.0000000180025095e-35 -0.086004999999999984 0.11368000000000002 0.10625000000000001 0.10030500000000002 -0.18087499999999998 -0.25625999999999993 -0.077154999999999987 -0.0020749999999999996 -0.085974999999999982 0.079335000000000017 0.041000000000000002 0.10043500000000001 -0.082174999999999984 0.087355000000000016 -0.43271999999999994 0.08733500000000001 -0.10260499999999999 0.091845000000000024 -1.0000000180025095e-35 0.15480500000000005 0.083355000000000012 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=27 -2 -3 5 26 -4 -7 8 -8 10 11 15 -11 -14 -15 -9 17 -17 19 20 -18 22 -22 24 -24 -23 -5 -1 29 -26
right_child=1 2 3 4 -6 6 7 9 -10 12 -12 -13 13 14 -16 16 18 -19 -20 -21 21 25 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0012338789741463015 -0.000926293142392287 -0.001081831920343161 -0.0012947341473070241 -0.0005551649667492691 -0.0012961719538119364 0.00087899562320741475 0.0012954007571379725 -0.00095370582402868405 -0.0012944028904159027 -0.00058713073265134264 -0.0012945143369598811 0.0011345408837081853 -0.0012954411645328713 0.0012084252562925767 0.00034174689060219104 -0.00092815014627157665 -0.0012097756262286396 0.00022701012566558431 -0.0010432774075970228 -0.0012949059766774553 -0.00066606925880295241 -0.0012962034738752131 -0.0011154411048341919 -0.0012142779244110923 0.00014541748988293262 0.00057768730535245622 0.00087196504914985491 0.0012970462776852308 0.0010984961263705213 0.00066386223623723874
leaf_weight=0.020604373090662875 0.024951083977498456 0.017052625053509018 0.011613984650693965 0.0086659436460649886 0.0078270815429277718 0.025470588298048824 0.0052050477825105182 0.020831829565850057 0.025269699896512066 0.019822337005280133 0.014716521327500232 0.013737451882491314 0.0082814108900493011 0.032877817151188538 0.092236362477478906 0.04548734311242697 0.010939390233033919 0.030128078066354647 0.018493326819907452 0.010278385841132831 0.026675483037251979 0.015929703130979078 0.010514141227986329 0.0096069546522130622 0.28734252666421867 0.0067745507381005146 0.059587072909948802 0.0025900688488036385 0.020613027379795312 0.075617307460561278
leaf_count=333 348 227 48 35 6 89 4 50 548 35 228 32 12 127 166 82 27 41 73 161 14 104 57 32 641 16 265 1 20 88
internal_value=0 -2.31101e-05 1.07995e-06 2.1272e-05 0.00048635 -2.09281e-05 -3.03611e-06 -3.10701e-05 -0.000852068 1.38488e-06 -7.74145e-05 -4.77091e-05 0.000319059 0.000453717 0.000569495 -7.52723e-05 -4.30777e-05 -0.00046789 2.21076e-05 6.36486e-05 9.3742e-05 0.000125215 0.000170705 0.000225998 0.000261109 -0.000737067 0.000690765 -0.000951256 0.000298841 0.000253428
internal_weight=0 0.956547 0.931596 0.914543 0.0760801 0.838463 0.826849 0.801379 0.0304747 0.770904 0.617686 0.602969 0.153218 0.133396 0.125114 0.589232 0.5684 0.0756154 0.492785 0.474291 0.464013 0.453074 0.430369 0.403694 0.394087 0.0227043 0.068253 0.0231944 0.383573 0.36296
internal_count=3910 3576 3228 3001 306 2695 2647 2558 552 2006 1666 1438 340 305 293 1406 1356 123 1233 1160 999 972 852 838 806 120 300 334 749 729
is_linear=0
shrinkage=0.00129368


Tree=735
num_leaves=31
num_cat=0
split_feature=1456 403 484 151 52 133 123 13 1456 129 130 133 160 150 133 453 13 4 13 1373 1 49 12 52 4 1 1 1 3 12
split_gain=0.0169289 0.0178322 0.015827 0.0206111 0.0156047 0.0189089 0.0158339 0.0199205 0.0162754 0.0150118 0.0153032 0.0189475 0.0186154 0.0203166 0.0183963 0.0180898 0.0206636 0.0177426 0.0161979 0.020747 0.018026 0.022171 0.0192118 0.0191269 0.0166463 0.0167938 0.0175502 0.0153161 0.0144122 0.0148732
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.073820000000000011 -0.08514999999999999 -0.42985499999999993 -0.26719999999999994 1.0000000180025095e-35 0.28269500000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.079100000000000018 -0.088724999999999984 -0.082109999999999975 -0.052409999999999991 -0.011334999999999998 1.0000000180025095e-35 0.16421000000000002 0.51060500000000009 0.076210000000000014 0.085770000000000013 0.10113500000000002 -0.085974999999999982 -0.0089849999999999982 -0.10201499999999998 -0.51381999999999983 0.09112000000000002 0.094695000000000015 0.11561500000000001 0.086245000000000016 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 -2 -3 -6 8 -8 9 -7 11 -11 13 -13 -15 16 18 -16 19 20 21 23 -23 -14 -24 28 -27 -18 29 -26
right_child=1 4 -4 -5 5 6 7 -9 -10 10 -12 12 15 14 17 -17 27 -19 -20 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00088208315570305177 0.00089173242229713921 -0.00092982713017974604 0.00055774375239825197 -0.0011979772154863658 -0.0010956586278305731 -0.0013207654219139203 0.0007930777806897251 -0.0013225373414009695 -0.0010176704030683758 0.00083203982323403348 -0.0011760219442010084 0.00063949881155559427 0.0004448019192017884 0.0009750378168169319 -0.001207751210231264 -0.0009292634840584764 -0.00086811614840287912 0.0013230036478425215 0.00099784914169080046 -0.0012224050682372162 0.00053339767013146336 -0.0011948426762643984 -0.0013236212075160973 -0.0013219366680378138 0.00063274693098072936 -0.0011748397289879267 0.00035596587304580733 0.00019578736912003443 0.00093199236597464802 -0.00024177985703064634
leaf_weight=0.040951706730254611 0.0096075642927644367 0.029034546809896145 0.016229642092184804 0.05683422310755748 0.024496358666680984 0.013607775607396899 0.084096940190420355 0.0085362221871037036 0.025288197544455215 0.057417238694824402 0.016708688781250203 0.022040070762159303 0.015522099918598542 0.0090824027247435879 0.065171916007215724 0.027521539373765336 0.054608765981356555 0.0052091271545577902 0.04646719358925111 0.017605275082132721 0.21418774763583315 0.016639232875604204 0.011041442045097494 0.034131063097447178 0.073394213419763155 0.023900753019347576 0.028698902766791434 0.041441095544087148 0.081040928471338702 0.062866407952583359
leaf_count=369 16 291 52 820 209 49 294 6 249 156 107 24 11 13 290 48 51 18 49 27 289 17 9 49 87 47 31 33 35 164
internal_value=0 -1.92298e-05 -0.00061045 -0.000895803 2.48132e-05 5.04605e-05 7.70417e-05 0.000598122 2.69486e-05 5.51021e-05 7.53492e-05 9.83768e-05 4.88514e-05 -0.000481456 -0.000792365 0.000120712 0.00016076 -0.00102044 0.000248265 0.000188111 0.000232343 4.66403e-05 0.00018284 -0.000769636 0.000264436 0.000329402 -0.000339617 -0.000409091 0.000491343 0.000229268
internal_weight=0 1.19243 0.0826714 0.0664418 1.10976 1.08072 1.05623 0.0926332 0.963592 0.938304 0.924696 0.907987 0.85057 0.101504 0.0794634 0.749067 0.721545 0.070381 0.625495 0.579028 0.561423 0.347235 0.297582 0.0496532 0.280943 0.269901 0.0525997 0.0960499 0.217302 0.136261
internal_count=3910 3541 888 836 2653 2362 2153 300 1853 1604 1555 1448 1292 345 321 947 899 308 815 766 739 450 390 60 373 364 78 84 286 251
is_linear=0
shrinkage=0.00131955


Tree=736
num_leaves=31
num_cat=0
split_feature=39 51 13 403 151 52 2 133 40 43 3 0 13 13 13 0 47 42 16 52 52 42 474 12 47 12 14 4 4 150
split_gain=0.00372658 0.00562151 0.00496867 0.00572569 0.00557545 0.00655083 0.00871374 0.0066882 0.00660183 0.00533297 0.00627586 0.0109768 0.00674727 0.0064061 0.0082808 0.00592695 0.00758506 0.00598389 0.00589044 0.00605844 0.00720011 0.00653033 0.00576963 0.00573375 0.00567815 0.00523579 0.00513879 0.00575001 0.00811503 0.00602361
threshold=0.005105000000000001 -0.40274499999999996 -0.094679999999999986 -0.088854999999999976 -0.083274999999999988 0.11588000000000002 0.091525000000000009 0.024320000000000005 -0.064864999999999992 0.098320000000000005 -0.10628499999999998 -0.053834999999999994 -0.084184999999999996 -0.083514999999999992 -0.076679999999999984 -0.070894999999999986 0.09252500000000001 0.091230000000000019 -0.25582999999999995 -0.048794999999999991 -0.24456499999999998 0.060615000000000009 0.085020000000000012 0.098355000000000012 0.14097000000000001 0.081660000000000024 -0.46360499999999999 0.0057500000000000008 -1.0000000180025095e-35 0.086645000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 10 18 12 23 -14 -15 16 22 -17 -5 20 -20 25 26 -12 -18 -21 -16 28 29 -28
right_child=1 -3 3 9 5 -7 8 -9 -10 -11 11 -13 13 14 15 17 24 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014726900702621926 -0.0030065540920535959 0.0009053854962232207 -0.0029109955065333617 0.0024527880019875295 0.00052110374036096966 -0.0019720711680109495 -0.0011435710474930771 -0.0029759022900221303 0.0024239720926790441 -0.0022465315262038509 -0.0030054697913253054 -0.0025211284400859279 0.0020168939312718579 -0.0030051791456195778 -0.0030101793355655649 -0.002797834664192212 -0.0023833684778087516 0.0022545231203767932 -0.0030060562512596949 0.00057224630592768086 0.0024288553700393106 0.0010125444798941971 0.0019869744052106206 0.0028642596480077912 0.001187209189522032 -0.0030085942727788922 0.0002470405818682957 0.00075927175069437911 -0.0030060553138324324 -0.0027399169203650609
leaf_weight=0.011557952543682859 0.0035261110199371606 0.055635565701294354 0.0074932735127077868 0.01336123643591236 0.026287083600280425 0.0072160417576583305 0.0053961793524877058 0.0060785049283822437 0.035396756383647698 0.011643117059897179 0.011738912593763473 0.020055557117835576 0.012600239701619387 0.0090179040934188492 0.0054146179900271809 0.0024458657359787131 0.021386655564299417 0.015694733162902708 0.002592071188701083 0.0054339743073796845 0.014560423195192129 0.012428729585735709 0.012601759596833517 0.0017227052333339552 0.0049511481682884542 0.011458440818387317 0.047802095747677242 0.049347240730085673 0.010596653386585331 0.0069850568779656888
leaf_count=45 20 439 471 55 126 84 9 29 150 198 480 209 64 308 5 54 91 82 87 12 68 27 49 9 14 64 453 146 47 15
internal_value=0 0.000672229 -0.000135249 -0.000316473 0.000478473 0.000759053 0.00102844 -0.000135661 0.00195205 -0.000252487 -0.000173031 -0.000396472 -0.000195766 -5.64034e-05 -0.000196671 -5.37642e-05 -0.000239302 0.00157332 0.000694678 0.000189218 0.00160754 -0.000640479 5.29187e-05 -0.00225431 -0.00171215 -0.0018567 -0.000149939 -1.4953e-05 -0.000599285 -0.00013378
internal_weight=0 0.0591617 0.403265 0.311332 0.0919325 0.0803746 0.0731585 0.0323656 0.0407929 0.303839 0.292196 0.232361 0.212306 0.198844 0.186244 0.177226 0.159085 0.0181406 0.0598349 0.0464736 0.0171525 0.0293211 0.132747 0.0134616 0.0263378 0.0168924 0.120146 0.114731 0.0653838 0.0547872
internal_count=3910 459 3451 3008 443 398 314 155 159 2537 2339 2026 1817 1328 1264 956 820 136 313 258 155 103 715 489 105 76 666 661 515 468
is_linear=0
shrinkage=0.00300448


Tree=737
num_leaves=31
num_cat=0
split_feature=484 1 2 48 0 44 47 15 12 4 123 3 47 131 47 124 49 3 133 1374 16 0 49 403 16 132 52 12 43 39
split_gain=0.0186676 0.015465 0.0151001 0.0149187 0.0184988 0.017235 0.0191911 0.0232259 0.0147772 0.0179357 0.0144321 0.0137375 0.0144043 0.0143851 0.0139602 0.0141383 0.0150257 0.019443 0.0192965 0.0159696 0.0208923 0.0152987 0.0134462 0.0135058 0.0140248 0.0199168 0.0177052 0.016983 0.0188993 0.0142579
threshold=-0.0043499999999999988 0.10113500000000002 0.14808000000000002 0.12862000000000004 -0.14674999999999996 0.086480000000000015 0.096475000000000019 1.0000000180025095e-35 0.091405000000000014 0.39574000000000004 0.08456000000000001 -0.115685 0.085165000000000018 0.10100500000000001 0.080860000000000015 -0.082254999999999981 -0.085974999999999982 0.086245000000000016 0.089725000000000013 -0.094679999999999986 0.22945500000000005 0.15480500000000005 -0.081419999999999979 -1.0000000180025095e-35 -0.083564999999999987 0.093105000000000007 0.086950000000000013 0.088435000000000014 -0.27619499999999997 0.005105000000000001
decision_type=2 2 2 2 2 2 2 2 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 11 3 5 -5 6 7 8 -3 -10 -1 12 -2 14 15 -13 18 22 -17 -19 -21 -22 -18 -24 26 29 27 -25 -29 -26
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 13 -14 -15 -16 16 17 19 -20 20 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00066131525443483745 6.2702606556688784e-05 0.0008409258767909368 0.0010209279379210581 -0.00097170892717103987 0.00025926390981357249 -0.00098699411949355366 -7.3118400404842326e-05 -0.0001491584800042888 -0.00096850041092455259 0.0005967535448329948 0.0010049187917127334 0.00057806138240843775 0.00094303462762474247 -0.0010212145322161701 -0.00068121247038701563 -0.0010222017803186256 0.00061059326201688289 -0.00040601133327213332 0.00030809106707479421 0.00067729134633883728 -0.0010224405332575771 0.00049896171267132291 -0.00090729857135311777 0.00048311861422507867 -0.00075881264382063839 0.00079401561574545529 -0.0010218746227204144 0.0010231055258381582 -0.0010213655790495169 0.00016688492704852834
leaf_weight=0.065799033268092555 0.11251508574605384 0.11003932040921427 0.020789885698604849 0.026666938043490518 0.024257636076072231 0.012070723019860452 0.11585539218958729 0.049791443155754678 0.011442331395528527 0.02278604715502297 0.0058932861875291556 0.032754418439708277 0.023353652375590173 0.018931295333345588 0.042127292962163665 0.037696741222134622 0.01944761381309934 0.030140851129544899 0.016230789563906001 0.086076207541736949 0.015327329930187261 0.012474440038204193 0.030426550038100575 0.071651125657581249 0.084639386415176876 0.012451825971766084 0.013347553856419836 0.0063242849364542044 0.018371126304941754 0.021764669139884063
leaf_count=596 181 364 128 27 40 13 106 85 80 42 16 69 24 202 163 62 15 16 29 51 42 4 595 91 612 15 144 2 71 25
internal_value=0 1.28656e-05 0.000174855 0.000127687 -0.000385342 0.000208826 0.000255402 0.000451532 0.000658849 7.3499e-05 -0.000524347 -7.74612e-05 0.000214018 -0.000146917 -0.000116892 -7.01976e-05 -0.000114771 -5.0043e-05 -0.000621818 0.000254232 0.000428982 -0.000339799 -0.000207433 -0.000268862 -0.000183868 -0.00042662 7.91587e-05 0.000231692 -0.000497794 -0.000569464
internal_weight=0 1.09975 0.3937 0.37291 0.0509246 0.321985 0.309915 0.194059 0.144268 0.0342284 0.0716923 0.706052 0.135869 0.570184 0.551252 0.509125 0.47637 0.422443 0.0539275 0.144019 0.113878 0.0278018 0.278424 0.258977 0.22855 0.118856 0.109694 0.0963465 0.0246954 0.106404
internal_count=3910 3298 885 757 67 690 677 571 486 122 612 2413 205 2208 2006 1843 1774 1683 91 113 97 46 1570 1555 960 652 308 164 73 637
is_linear=0
shrinkage=0.00102006


Tree=738
num_leaves=31
num_cat=0
split_feature=1456 1444 132 2 38 3 124 1366 402 130 155 158 453 483 16 41 480 49 130 15 1375 160 42 43 16 151 0 43 42 133
split_gain=0.00377005 0.00403073 0.00375863 0.0056818 0.00416577 0.00648222 0.00484792 0.00588378 0.00515731 0.00473677 0.00447692 0.00461509 0.00456742 0.004681 0.00538645 0.00702051 0.00434777 0.00423771 0.00868833 0.00671191 0.0053172 0.00725124 0.00513282 0.00577597 0.00547151 0.00483558 0.00535707 0.00570463 0.00759888 0.00727739
threshold=-1.0000000180025095e-35 -0.10662999999999999 0.13213000000000003 0.15305000000000002 0.13481500000000002 0.31335500000000011 -0.048219999999999992 -1.0000000180025095e-35 0.086105000000000015 0.079100000000000018 0.088505000000000014 0.085745000000000002 0.089535000000000017 0.083960000000000021 -0.54165499999999989 0.078535000000000008 0.10412 -0.085974999999999982 -0.088449999999999987 0.10363000000000001 -0.43271999999999994 0.031805000000000007 0.084685000000000024 -0.091114999999999988 -0.25582999999999995 0.10561000000000002 -0.19631499999999999 -0.074254999999999988 0.091590000000000019 0.084630000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 10 11 12 13 14 -9 17 -15 22 -19 20 -20 25 24 -24 -16 26 -22 29 -29 -28
right_child=2 -3 -4 -5 -6 -7 7 9 -10 -11 -12 -13 -14 16 15 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0039543188410190019 0.0019556614950428639 -0.0030146107245194835 -0.0039404598462395432 0.003034027263252771 -0.0039416077833857336 0.0039653438836420047 -0.0039669065063515727 0.0031204678555509903 -0.003965755913390768 -0.0034383253310807157 -0.0033252641371650966 -0.0024380897129934157 -0.003830463380301157 -0.0029548422722132689 0.00062120447413645664 -0.0024608338772670649 0.0031959566910528818 -0.0035363420687266707 -0.0016515898498152158 -0.0039661879063871489 0.002824439345974609 0.0023458148050838389 0.0038275173519677322 -0.0010510375892392124 -0.0029727565527284533 -0.0035158354494396354 0.0020199770001005975 0.00022088262271787424 -0.0033918197312002209 -0.0018555948051051198
leaf_weight=0.0014795905979667632 0.02837655159837027 0.01101326945799741 0.0037354420537525348 0.0098231968667050751 0.0042054721593558489 0.0064564640063622383 0.0062731141161407314 0.0099563376217588484 0.0025166265246525646 0.006548025673410506 0.0063952226917720614 0.011617407309152838 0.0045833984845557998 0.012348517860765185 0.009952397616871167 0.015304014492301121 0.0021155479267349628 0.0081907501042763897 0.014233525515010115 0.0049365600027755354 0.015868472581814785 0.0415997522453182 0.006624903791816906 0.0089893496596573641 0.02010838075328536 0.0045510051546671084 0.049668818306756179 0.10581453028965626 0.010016316983140428 0.0089933676931792661
leaf_count=3 235 366 70 130 15 90 58 63 32 362 200 155 20 190 12 102 24 83 14 145 36 115 11 41 62 24 143 654 285 170
internal_value=0 -0.00218925 1.92512e-05 5.31708e-05 -1.55257e-05 2.35963e-05 -3.76424e-05 -0.00015898 0.00147329 -9.58554e-05 -3.69997e-05 2.05399e-05 0.000101259 0.000152854 0.000248244 0.000160214 -0.00205521 0.000289798 0.00048278 0.000611532 0.000701656 0.000843276 -0.000825091 0.00101886 -0.00178288 0.000522593 0.00061914 0.000418589 -9.1521e-05 0.00142582
internal_weight=0 0.0124929 0.439803 0.436068 0.426245 0.422039 0.415583 0.38469 0.0308932 0.378417 0.371869 0.365473 0.353856 0.349273 0.334808 0.324852 0.0144641 0.309548 0.263873 0.255682 0.250746 0.236512 0.045675 0.0156143 0.0300608 0.194913 0.190362 0.174493 0.115831 0.0586622
internal_count=3910 369 3541 3471 3341 3326 3236 2969 267 2911 2549 2349 2194 2174 1960 1897 214 1795 1669 1586 1441 1427 126 52 74 1312 1288 1252 939 313
is_linear=0
shrinkage=0.00396435


Tree=739
num_leaves=31
num_cat=0
split_feature=45 1374 1 0 52 49 133 4 2 160 38 12 448 122 128 52 42 41 43 12 47 42 43 16 4 2 39 51 151 16
split_gain=0.00355316 0.00433059 0.00381998 0.00589037 0.00613277 0.00533432 0.00502859 0.00442059 0.0079608 0.00429155 0.00441535 0.00686816 0.00597313 0.00501451 0.00498066 0.00488366 0.00429113 0.00477365 0.00462983 0.00795801 0.00588773 0.00662065 0.0049501 0.00632951 0.00503418 0.00521879 0.00396751 0.00708668 0.00411322 0.00512066
threshold=-1.0000000180025095e-35 0.09309000000000002 0.085835000000000009 -0.084074999999999997 0.078330000000000025 -0.084114999999999981 -0.086869999999999989 -0.00027999999999999998 0.083385000000000015 -0.40446999999999994 0.13584500000000002 -0.083349999999999994 -0.080249999999999988 0.09197000000000001 0.090375000000000025 -0.42985499999999993 -0.089744999999999978 0.078705000000000011 -0.083899999999999988 0.098355000000000012 0.097435000000000008 -0.089024999999999979 0.088185000000000013 -0.14879499999999998 -0.060264999999999992 0.10066500000000002 0.005105000000000001 -0.40274499999999996 -0.52174999999999983 -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 2 3 4 5 -2 -7 8 -8 -4 11 12 -11 15 -14 -13 -5 18 19 -18 21 -20 23 -23 -25 -26 28 -28 -17 -30
right_child=1 -3 9 16 -6 6 7 -9 -10 10 -12 13 14 -15 -16 26 17 -19 20 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0043781933039249684 -0.004379371833414478 -0.0035735306344749219 -0.003528183552516662 -0.0032135636378537529 -0.0043805735571534193 -0.0043787646939136282 0.0017869092446778129 0.0011488626618102089 -0.0043797170084430015 -0.004381280495846321 -0.0043443229712027426 -0.0043781044260746667 0.0042529051310808176 -0.0043808017512543974 -0.0043788066160229712 -0.0043785387940525368 0.0024455447723761266 -0.0043785317343803497 0.0043909899855494932 -0.0031362617013936862 0.0041769711102359573 0.0034124234211711825 0.00054478937778037681 -0.0043811325775073105 0.0021142697937979083 -0.0043791032923245149 -0.0043805261648472149 0.0040335674848294527 0.0035711560960846184 0.00020938790176540709
leaf_weight=0.0034529057680856559 0.0074250190987470424 0.006690903185528895 0.0053998188611785727 0.0069733683685129213 0.011845763698083545 0.0054236140924786005 0.0070541933272920644 0.027811945536782904 0.0092953331020027008 0.0019680177210830143 0.0036735367684741496 0.0040962604905701019 0.017687221773257988 0.0043730179968406438 0.0013806424417452936 0.003558408922799571 0.034847327591819521 0.0039661885703026192 0.0045475586989596186 0.0056926522390341452 0.005259474793433582 0.0033738576021278234 0.020436304851827458 0.017141200621963996 0.0059769404705960587 0.0039306433605759139 0.0022852164111100146 0.011923046931400449 0.0091195449143128826 0.18023363712777041
leaf_count=31 47 58 82 210 462 121 42 157 297 2 9 163 268 10 8 19 144 25 2 37 12 5 107 316 70 127 4 121 55 899
internal_value=0 -7.95116e-05 -2.47233e-05 -0.000507229 -0.00151491 -0.000919473 -0.000401378 8.70981e-05 -0.00171905 0.00033073 0.000417444 0.000491369 0.00287861 0.000258437 0.00362791 0.000354488 0.000111475 0.000331939 0.000516539 0.00166174 -0.000248743 -0.000668855 -0.00112128 -0.00224046 -0.00294556 -0.000461851 0.000448085 0.00268027 0.000283681 0.000371296
internal_weight=0 0.433391 0.4267 0.181001 0.0688559 0.0570101 0.0495851 0.0441615 0.0163495 0.245698 0.240299 0.236625 0.0210359 0.215589 0.0190679 0.211216 0.112146 0.105172 0.101206 0.04054 0.060666 0.0554065 0.0508589 0.0304226 0.0270488 0.00990758 0.20712 0.0142083 0.192912 0.189353
internal_count=3910 3879 3821 2181 1126 664 617 496 339 1640 1558 1549 278 1271 276 1261 1055 845 820 181 639 627 625 518 513 197 1098 125 973 954
is_linear=0
shrinkage=0.00437696


Tree=740
num_leaves=31
num_cat=0
split_feature=1 0 2 133 2 16 1429 132 160 4 42 47 1373 1375 150 33 160 4 42 51 42 4 13 15 1 47 2 13 159 0
split_gain=0.0108914 0.0176648 0.0118556 0.0118316 0.0165784 0.0115531 0.0124261 0.0120877 0.0113049 0.0141717 0.0132783 0.0146816 0.0137106 0.0118901 0.0171614 0.013575 0.011459 0.0128958 0.0108901 0.0113742 0.0114244 0.015614 0.011095 0.0108195 0.0107624 0.0155249 0.0123678 0.0107359 0.0107106 0.0120286
threshold=0.076710000000000014 -0.084074999999999997 0.14808000000000002 0.084285000000000013 0.075670000000000015 0.070590000000000014 0.084690000000000015 0.079995000000000011 -1.0000000180025095e-35 0.51224500000000017 -0.0060199999999999993 0.11566000000000001 0.09586500000000002 -0.43271999999999994 0.075065000000000007 -1.0000000180025095e-35 0.051580000000000008 -0.077679999999999985 -0.089744999999999978 -0.031524999999999991 0.091955000000000023 -0.52333999999999992 0.41346500000000003 -1.0000000180025095e-35 0.095575000000000007 0.096300000000000011 0.12068000000000001 -0.080649999999999986 0.10519500000000001 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 -2 11 -10 13 -12 15 -15 17 -17 -3 -20 21 -21 -22 -7 -19 26 -26 -27 29 -23
right_child=2 18 -4 -5 -6 23 -8 -9 10 -11 12 -13 -14 14 -16 16 -18 24 19 20 22 28 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.001015158078360658 -0.00056323192109361206 -0.0010829071757814746 0.0010289331100903818 -0.0002126129230123903 -0.0013213516838523037 -5.0295136299387811e-05 0.0010035446844343164 0.00086473620227025118 -0.0010604326121983858 0.0013209521208256245 -0.00052435800842956005 0.0012204822154411198 -0.0012092335021037443 -0.0013204613652311585 0.00092514472477381998 0.00096280410433919076 -0.00058134171393871596 -0.00085376939554309664 -0.0013202763459932378 -0.0013226173195695604 -0.00089681223649634527 5.5160052971352423e-05 0.0013256412679768944 -0.0010076585890906808 0.0011648446384718541 0.00032600930589505873 -0.00021759486580524487 -0.00097594816161199519 -0.00092375669128879495 0.00086028107066105314
leaf_weight=0.005891911820299355 0.084866205428454577 0.015359005653579061 0.021324025137801073 0.051929565334916106 0.051554981280759193 0.053842258429085632 0.025455504575575105 0.030125428541850852 0.028423693658965021 0.0075707277167111888 0.030575686508200306 0.0059406901746115173 0.011581182710870053 0.010365234732489625 0.066391683657684553 0.044907841423423633 0.026016604731808002 0.016596947104574156 0.0097037253809162394 0.0096963235375824297 0.027040876663122049 0.057482873629851383 0.0045726341195404521 0.033246158150745941 0.038885216123276223 0.023434768934748718 0.015865674944961938 0.020830570460020681 0.0097793522780875719 0.073784315513535148
leaf_count=7 282 203 140 439 563 152 66 127 145 48 17 8 16 27 176 110 101 74 135 10 221 344 1 216 104 33 30 30 29 56
internal_value=0 -0.000239988 6.27814e-05 -0.000669083 -0.00108171 2.69466e-05 0.000105981 5.65667e-05 2.42137e-07 -0.000408914 0.000111541 -0.000666123 0.000199031 0.00025453 0.00034498 0.00014936 0.000231033 0.000362699 -1.37169e-05 7.1786e-05 0.000145862 0.000297114 -0.000575353 -0.00041577 0.000129599 0.00029443 0.000764242 -0.000286671 0.000408463 0.000507713
internal_weight=0 0.316796 0.596246 0.109376 0.0574469 0.574922 0.487834 0.462378 0.432253 0.0924369 0.339816 0.0343644 0.305451 0.29387 0.263295 0.196903 0.186538 0.160521 0.207419 0.19206 0.182356 0.150743 0.0316135 0.0870884 0.115613 0.0990162 0.0547509 0.0442653 0.141047 0.131267
internal_count=3910 2008 1902 1009 570 1762 1394 1328 1201 330 871 153 718 702 685 509 482 381 999 796 661 439 222 368 271 197 134 63 429 400
is_linear=0
shrinkage=0.00131955


Tree=741
num_leaves=31
num_cat=0
split_feature=401 484 150 1 0 133 2 2 12 1429 52 156 474 150 133 133 457 16 457 403 3 2 11 1 4 43 0 3 43 48
split_gain=0.00343678 0.00351219 0.00452286 0.00364455 0.00737673 0.00735218 0.00536614 0.00528083 0.00511864 0.00510965 0.00487271 0.00476211 0.00785655 0.00519846 0.00544091 0.00589557 0.00487957 0.00984421 0.0109955 0.00458649 0.00431628 0.00628179 0.00947022 0.00624363 0.00508998 0.00507191 0.00666825 0.00622715 0.00508784 0.00499284
threshold=0.10072000000000002 -0.0043499999999999988 0.094545000000000018 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.14808000000000002 1.0000000180025095e-35 0.085185000000000025 0.084515000000000021 0.048695000000000009 0.084090000000000012 0.088305000000000008 0.15024000000000001 -0.26719999999999994 -0.15498499999999996 0.069705000000000003 -0.094359999999999986 0.12154000000000001 -1.0000000180025095e-35 0.090325000000000003 1.0000000180025095e-35 0.08184000000000001 0.10444500000000001 0.28937500000000005 -0.074254999999999988 -0.017269999999999997 -0.077894999999999978 -0.11046999999999998 -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 7 9 -3 -7 11 -10 13 -13 14 -5 -16 19 18 -18 -17 21 25 -23 -22 -24 27 -27 28 -21 -25
right_child=-2 3 -4 6 -6 8 -8 -9 10 -11 -12 12 -14 -15 15 16 17 -19 -20 20 23 22 24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.0026015668846783237 -0.0037335991224249584 0.0042129520039812258 0.0020961088146958032 -0.0042094335304159597 0.00019580194496203443 -0.0042081549035942814 0.0042086562734323495 -0.0042098140176855744 0.0016097520523473061 0.0029283732763008903 -0.004210339129725846 -0.003261254051377345 0.0022146596068424564 -0.0036213193813244711 0.0040231749980194588 -0.0033287660727038845 0.003644949122930802 0.0038489594145119221 -0.0041572253639982027 0.00057275873780854194 -0.0035271688489580074 0.0027591741618599587 -0.0042091493810633698 -0.0038560203822530785 0.0016653889868917212 -0.0024644210235731071 0.0042081186226964606 0.0029746470869606782 -0.0039777132583233704 0.0007049055286002709
leaf_weight=0.017610051423641693 0.0044190996064834556 0.001410786295309662 0.0045683778162128865 0.0043401498875823554 0.098426467230403603 0.0046719362141445222 0.0063378772568682953 0.019915663493872415 0.016279875491136409 0.012343762463729036 0.0030179587460956716 0.016102211779639219 0.0065129562208312555 0.0056950430298456913 0.0083028967238760742 0.006577573223026433 0.00549851494653808 0.01892535994767286 0.0076372542766875995 0.017616614419125654 0.011408890140387484 0.039505550624653551 0.006127819237121912 0.0049502679996180623 0.0045477834428311326 0.021955857407789381 0.0030147647369176403 0.01428525849331664 0.0057741423753156973 0.029945011259229659
leaf_count=583 194 1 24 56 770 102 124 466 81 90 88 149 70 8 29 200 45 85 17 30 39 129 39 15 18 144 25 109 76 104
internal_value=0 -4.21699e-06 -0.00163393 8.58898e-05 -0.00045077 -0.00185574 0.000385534 -0.00365263 -0.000257003 0.000289025 0.000699557 0.000152551 -0.00168424 0.000344766 0.000452112 0.00055029 0.00040449 0.00190682 -0.000891305 0.000113821 0.000256117 0.000699982 0.00180912 -0.000825433 -0.00170661 -0.000188457 -0.00165883 0.000786065 -0.000550551 5.78895e-05
internal_weight=0 0.423307 0.0221784 0.401128 0.143723 0.0452962 0.257406 0.0213264 0.0239698 0.251068 0.0192978 0.238724 0.0226152 0.216109 0.210414 0.206074 0.197771 0.0320611 0.0131358 0.16571 0.159132 0.112828 0.0501812 0.0463042 0.0106756 0.0626466 0.0249706 0.037676 0.0233908 0.0348953
internal_count=3910 3716 607 3109 1508 738 1601 467 271 1477 169 1387 219 1168 1160 1104 1075 147 62 928 728 570 186 158 57 384 169 215 106 119
is_linear=0
shrinkage=0.004207


Tree=742
num_leaves=31
num_cat=0
split_feature=31 147 4 480 1348 14 11 2 2 0 3 40 3 3 151 1452 1 3 130 11 0 3 51 52 151 42 47 0 2 133
split_gain=0.00333443 0.00341463 0.004158 0.00418516 0.00374615 0.00479774 0.00381464 0.00403883 0.00577482 0.0070724 0.00597003 0.0081227 0.00658798 0.00880291 0.00541351 0.00537208 0.00530866 0.0111449 0.006939 0.00670407 0.00649792 0.00564239 0.00630875 0.00692834 0.00670591 0.00633222 0.00491524 0.00521655 0.00659383 0.00545484
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51390500000000017 0.086640000000000009 0.084895000000000012 0.078275000000000025 0.10508500000000001 0.086650000000000019 0.085255000000000011 -0.13027499999999997 -0.074234999999999982 0.028705000000000001 -0.078884999999999997 -0.084014999999999992 -0.089539999999999995 1.0000000180025095e-35 0.077800000000000022 0.076695000000000013 -1.0000000180025095e-35 0.08184000000000001 -0.11756999999999999 -0.115685 -1.0000000180025095e-35 0.11401500000000002 -0.083559999999999982 0.091955000000000023 0.11861000000000001 -0.10303999999999998 0.08400500000000001 -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 4 5 6 7 8 9 -3 12 -12 13 26 -10 16 18 19 -9 -18 -20 -22 -23 24 -24 -26 27 -11 -29 -30
right_child=1 2 -4 -5 -6 -7 -8 15 14 10 11 -13 -14 -15 -16 -17 17 -19 20 -21 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0028278944700107366 -0.0028874333086306254 0.0017084544195177572 0.0031897934479991588 -0.00240502038030966 0.002343540304065955 -0.0024436444059510814 -0.0027492683482810867 -0.0031898776104248975 0.0012214106299675402 0.0026351672566282624 -0.0025379203900107519 0.0017172355584945881 0.0017672203193880335 -0.003189417873211464 -0.0031907195986714751 -0.0031908604811406774 0.0028711044066539238 0.00013029377792417313 -0.0031901663080009801 -0.0003404650999371126 0.0017100825785059937 -0.0031891937693477794 -0.0031919271606916651 -0.0031908933881757843 0.0011803331749845204 -0.0016511986782160801 -0.0031919640102709692 -0.0012853984586450001 -0.0031907621871678899 0.0024512546136093607
leaf_weight=0.0041048448316587374 0.0042968645165046828 0.017531184854988169 0.0040363032534003187 0.0076062374877494668 0.0067166078899276718 0.0083850586318874321 0.0050801472025341346 0.0071399223428301175 0.0036526851534546259 0.0084852148831942031 0.023363782255188426 0.0056665440298502281 0.016607013386462199 0.010258870954682919 0.012505753537290332 0.0044316203379679555 0.031458040345000882 0.079546136188298533 0.0058975176340254612 0.0083645269151020329 0.021234096492875665 0.0063567087607836461 0.0048050370413648116 0.0058590618716962686 0.049826535150906182 0.0095711067693855512 0.0042652993352021431 0.020723033946470792 0.0020581499749212648 0.011341346690006304
leaf_count=113 35 42 103 237 65 112 25 115 17 16 206 14 124 309 181 98 206 283 46 111 42 291 38 193 357 129 9 259 17 117
internal_value=0 -6.02001e-05 -3.00387e-05 -6.26321e-05 -1.70802e-05 -5.83257e-05 -5.13562e-06 3.24453e-05 -0.000403671 -0.000163288 -0.000482584 -0.00170734 -4.09431e-07 -0.000514221 -0.00219334 0.000286238 0.000353217 0.000819611 -0.000149744 0.00219653 5.98779e-05 0.000256157 -0.000147839 0.000128103 0.000430991 0.000724071 7.12858e-05 0.000397957 -0.000158367 0.00158465
internal_weight=0 0.40707 0.402774 0.398737 0.391131 0.384414 0.376029 0.370949 0.136459 0.1203 0.102769 0.0290303 0.0737389 0.0571319 0.0161584 0.23449 0.230059 0.119369 0.11069 0.0398226 0.10355 0.0976525 0.0764184 0.0700617 0.0642027 0.0593976 0.046873 0.0426077 0.0341225 0.0133995
internal_count=3910 3797 3762 3659 3422 3357 3245 3220 1311 1113 1071 220 851 727 198 1909 1811 600 1211 317 1096 1050 1008 717 524 486 418 409 393 134
is_linear=0
shrinkage=0.00318838


Tree=743
num_leaves=31
num_cat=0
split_feature=1 47 15 13 48 50 9 2 2 11 43 131 4 42 0 49 13 43 43 49 3 457 15 2 15 52 0 46 2 159
split_gain=0.0185986 0.0163895 0.0187499 0.017545 0.0168199 0.0167636 0.0154168 0.0136782 0.017679 0.0165809 0.0159141 0.030521 0.0243536 0.0197733 0.0237863 0.0257865 0.0189465 0.0166776 0.0150182 0.0133199 0.0161141 0.0305177 0.0265198 0.0145501 0.0163838 0.0193936 0.0166132 0.0126685 0.0123206 0.0119644
threshold=0.10113500000000002 0.087850000000000025 0.024640000000000006 -0.079119999999999982 0.12862000000000004 0.14390500000000003 -0.016839999999999997 -0.13811499999999996 -1.0000000180025095e-35 0.08184000000000001 -0.17307499999999998 0.08103500000000001 -0.49837999999999999 0.091955000000000023 0.047345000000000005 -0.085974999999999982 0.17936000000000002 -0.52334499999999984 -0.090164999999999981 0.0062100000000000011 0.090325000000000003 0.087195000000000009 0.091435000000000002 0.091025000000000009 -0.089964999999999976 0.086950000000000013 -0.082604999999999998 0.092020000000000005 0.091985000000000011 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 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 5 27 -1 -8 -9 10 16 12 -12 14 15 18 -10 -18 -14 20 21 22 23 24 -17 26 29 -2 -21 -26
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 11 -13 13 -15 -16 19 17 -19 -20 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012054351463480363 0.00078867390045869322 -0.0001278655945168277 0.00094474367226607967 -0.00053387876041735853 -0.00038591877315843502 -0.0011966411587391989 0.00099849672850404504 -0.0011261987604796312 0.00081758346037655598 -0.0011965686760545592 -0.00093870276107623299 -0.0010608368351598947 0.00034598245296178396 -0.000992151574969594 0.00066723094272992016 -0.0010563010145707786 0.00061570381740136198 -0.0010616097291514636 -0.0010739044668030078 -0.0011969619867225195 0.00058648834157036382 -0.0011816235143916119 -0.001196454506727235 0.00077603271582812959 0.00060394293825471556 -0.0011981749643980026 -0.00074520189768918169 -0.00087714388898869693 -1.8298604365978182e-05 -0.00060935444072580361
leaf_weight=0.012017325294436887 0.16738126858513169 0.16821497283081044 0.014730253923517012 0.051675991313459235 0.025427945467527024 0.0067441644605423781 0.014346060570460395 0.027186316139705013 0.052366168938078772 0.020865420340442142 0.04627402601738595 0.051732630118522138 0.013409259733407453 0.029360822237151751 0.069559832292725332 0.016880895220765524 0.01510741259153292 0.019265720757971394 0.051532755419657406 0.022651773551444876 0.079644065052661972 0.029088387046613207 0.020244953338362848 0.053444686563352661 0.10883276360124228 0.013244679519345937 0.018353933026219238 0.006785465382563415 0.028741262713083415 0.012995569178769983
leaf_count=17 596 249 24 83 14 14 27 49 56 71 92 394 29 456 43 62 25 94 69 224 54 45 194 95 308 192 113 7 185 29
internal_value=0 0.000165531 0.000346483 -0.00020589 0.000524254 0.000652183 -0.000138384 -0.000158196 -0.000178918 -0.000145628 -0.000116496 -0.000179211 -0.000104961 -3.70359e-05 1.50282e-05 -8.169e-05 0.000365033 -0.00032441 -0.000780726 3.0644e-05 0.000113467 -2.44873e-05 0.000113462 0.000231982 6.12522e-05 0.000184212 0.000314822 0.000723774 -0.000537801 0.000474519
internal_weight=0 0.44096 0.272745 0.0664062 0.206339 0.180911 0.827147 0.815129 0.800783 0.773597 0.752732 0.665992 0.61426 0.567986 0.538625 0.469065 0.0867393 0.0343731 0.064942 0.404123 0.35273 0.273086 0.243997 0.223753 0.170308 0.153427 0.140182 0.174167 0.051393 0.121828
internal_count=3910 987 738 107 631 617 2923 2906 2879 2830 2759 2584 2190 2098 1642 1599 175 119 98 1501 1092 1038 993 799 704 642 450 603 409 337
is_linear=0
shrinkage=0.00119516


Tree=744
num_leaves=31
num_cat=0
split_feature=160 1 484 3 3 47 15 48 14 1 0 150 403 15 42 42 39 52 48 1186 124 16 12 159 50 52 15 13 52 4
split_gain=0.0172362 0.0163233 0.0199729 0.0205813 0.0215768 0.0191264 0.0325331 0.0273237 0.0258154 0.0194174 0.0201833 0.0168972 0.0162411 0.0159894 0.020741 0.0245277 0.0200771 0.0173355 0.0199459 0.0165002 0.0156385 0.0161102 0.0199017 0.0149289 0.012208 0.0133463 0.0119859 0.0150102 0.0118287 0.0202003
threshold=-0.40446999999999994 0.094385000000000011 -0.0043499999999999988 -0.115685 0.084925000000000014 0.084155000000000021 0.024640000000000006 0.12862000000000004 -0.46879999999999994 0.10956 -0.10303999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083935000000000023 0.08401500000000002 -0.089024999999999979 0.005105000000000001 -0.087604999999999988 0.086870000000000017 0.083980000000000013 -0.37194499999999991 -0.055679999999999993 0.092475000000000016 0.09678500000000001 0.11843500000000001 -0.37613999999999997 -0.064869999999999983 -0.049204999999999992 -0.087094999999999992 -0.08266999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 12 6 7 8 -3 -8 -11 -7 -5 16 15 -15 17 18 19 -14 -13 22 -22 -19 25 -10 -23 -28 29 -6
right_child=1 5 3 4 28 11 9 -9 24 10 -12 20 13 14 -16 -17 -18 23 -20 -21 21 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011039094709817852 -0.0013770371095261878 -0.00046733350841133165 0.00041195728254968342 -0.0012988972540980829 0.00080648312845639047 -0.0012750113162173799 -0.0012203646050907904 -0.00066263733392293508 -0.00044002559552679018 0.0013550637140057164 -0.00067499692375240223 -0.0014604023554450703 -0.0014162798656816755 0.00058986558068606571 0.00074693458112692359 -0.0014601357694396819 0.00036357709750111554 -0.0012658856694601991 0.00093959989826825779 0.0011583270529529656 0.00085090605747223196 -0.0011343730591555664 -0.00044538295847111842 0.00089765447800096401 -0.00054296490942471799 0.0011783211861524656 0.0010644062000159512 -0.00063398961383693056 0.00034079744138768839 -0.0013890402859821056
leaf_weight=0.032860040010746272 0.02866472328042835 0.029674271192106971 0.11953714588844366 0.043656022908805658 0.014165201856940257 0.026214269528281875 0.036805405617201359 0.030876840828568675 0.011535200196703954 0.018730693442194024 0.023358615865618049 0.015107540937606245 0.024742425320027794 0.022161568495306483 0.053573982960188005 0.028090008681147083 0.038451763063221733 0.10589061794513588 0.022092513115239854 0.0067181007242425031 0.076848753189551644 0.031059571773766947 0.03735967049624378 0.0072317279341405074 0.010424411506392062 0.17351836106900009 0.018236290132335853 0.028008224738414356 0.14426975943206344 0.023906471782538574
leaf_count=305 482 55 153 705 36 28 120 14 85 19 55 8 189 46 168 128 60 330 42 12 86 76 38 23 11 511 15 31 63 16
internal_value=0 -3.49913e-05 -0.000186711 -0.000134578 -0.000256703 0.000147564 0.000370517 0.000622572 0.000798823 -0.000447454 0.000228426 -0.000173145 -0.000467111 -0.000349576 0.000116285 -0.00055606 -0.000585373 -0.000804295 -0.000121418 -0.000866497 -3.33493e-05 7.92244e-05 0.000426866 -0.00112757 0.00099103 0.00107744 -0.000434379 3.57642e-05 0.000150178 -0.000572159
internal_weight=0 1.25091 0.683152 0.654487 0.53495 0.567758 0.334924 0.256029 0.225152 0.0788947 0.0420893 0.232834 0.352609 0.308953 0.103826 0.0502516 0.205127 0.166675 0.053553 0.0314605 0.20662 0.191513 0.114208 0.113122 0.195478 0.185054 0.0773041 0.0462445 0.182341 0.0380717
internal_count=3910 3605 2453 1971 1818 1152 870 676 662 194 74 282 1703 998 342 174 656 596 243 201 254 246 124 353 607 596 122 46 115 52
is_linear=0
shrinkage=0.00145689


Tree=745
num_leaves=31
num_cat=0
split_feature=160 158 31 401 15 14 15 2 13 13 131 403 132 403 403 3 131 52 457 1375 457 49 39 2 484 43 158 48 4 133
split_gain=0.00371399 0.00362789 0.00360482 0.00359223 0.0034298 0.00751217 0.00463545 0.0053122 0.00476608 0.00688672 0.00551927 0.00509762 0.00591092 0.00531173 0.00578412 0.00565253 0.0052596 0.00534874 0.00595741 0.00833841 0.00582004 0.00628964 0.00591283 0.00663604 0.00576266 0.00734532 0.00495667 0.00497688 0.00529922 0.00524897
threshold=-0.40446999999999994 0.11034000000000001 -1.0000000180025095e-35 0.082755000000000009 -0.26361999999999991 -0.46879999999999994 -0.19153499999999998 -0.13811499999999996 -0.083514999999999992 -0.077944999999999987 0.092675000000000021 -0.088854999999999976 0.085645000000000013 0.088015000000000024 0.086810000000000012 -0.5217799999999998 0.097135000000000013 -0.24456499999999998 0.048350000000000011 -0.43271999999999994 -0.23052999999999998 0.10513500000000002 0.005105000000000001 0.094010000000000024 0.085625000000000021 -0.17307499999999998 0.085745000000000002 -0.079424999999999982 -0.51381999999999983 -0.26719999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -10 26 -11 13 14 15 -13 17 -17 20 -20 -19 22 23 24 25 -22 27 -9 -29 -30
right_child=1 -3 4 -5 6 -7 7 8 9 11 -12 12 -14 -15 -16 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0031515661459302221 0.0035958071900701414 -0.0030569604378702302 -0.0014434924176114606 0.0032326655298301294 -0.0021980608435070875 0.0025515095341986566 0.0030584486796491101 -0.0031139329213406204 -0.0032265301371525897 -0.0035912154617331114 -0.0022343001467450951 0.0035961699229015887 0.0018749872319242542 -0.0031959499137174745 0.0035773066644670627 -0.0022817543014009667 0.0027551395808562951 0.0032995881175054416 -0.001372373803444974 0.0021027150650384766 0.00067362362942290826 0.0013981573533605155 0.0010890295650823681 -0.0030245827312749491 0.0018411338916218556 -0.0020983704225298878 -0.0030857031959996132 -0.0035320526766536831 -0.0035925027009419126 0.0014917726382913399
leaf_weight=0.0081417314075586944 0.0036688615899151946 0.0048952104222834683 0.0090271864064561669 0.001320596346545245 0.012758458215881063 0.018514489960409719 0.007195982453765736 0.00364766865391175 0.010172260860898064 0.0056032157263814488 0.0082519048032736464 0.0047367371082600576 0.017584533726363816 0.0078203505278651164 0.0051478282020980251 0.019200020394968931 0.0066807213842423599 0.0046011365184313027 0.013434327938284696 0.02638763946833933 0.017610365258903471 0.014558919026200101 0.0136336342428649 0.02499084467920909 0.0088552760744278203 0.041059940343586732 0.0040023780207150131 0.0029906343215770894 0.002703612575345459 0.082606818042570751
leaf_count=287 110 151 46 18 100 200 55 28 229 365 25 11 118 151 6 260 69 10 15 106 40 65 54 160 30 368 52 13 43 725
internal_value=0 1.52733e-05 5.3113e-05 -0.00226056 2.01053e-05 0.00124209 -7.17905e-05 4.95549e-06 -5.84985e-05 -0.000334875 0.000583561 -0.000208036 -0.000124268 -0.000292706 -0.000179692 -0.000278493 -0.000374577 -0.000488007 -0.000279447 0.00093036 -0.000663908 -0.000814987 -0.00111853 -0.00144384 -0.000858822 -0.00126633 0.0008259 0.000996166 0.00116595 0.00133064
internal_weight=0 0.402341 0.397446 0.00946233 0.393777 0.0275417 0.366235 0.353477 0.346281 0.242078 0.104203 0.231905 0.226302 0.208718 0.200897 0.19575 0.191013 0.184332 0.165132 0.039822 0.12531 0.120709 0.10615 0.0925164 0.0675256 0.0586703 0.0959511 0.0919487 0.0883011 0.0853104
internal_count=3910 3605 3454 305 3344 246 3098 2998 2943 2057 886 1828 1463 1345 1194 1188 1177 1108 848 121 727 717 652 598 438 408 861 809 781 768
is_linear=0
shrinkage=0.00359063


Tree=746
num_leaves=31
num_cat=0
split_feature=1 0 52 52 133 47 4 128 1373 16 48 132 160 3 403 482 4 52 2 3 50 12 457 15 159 52 4 150 4 2
split_gain=0.0117906 0.0130246 0.0113017 0.012842 0.0133819 0.0111388 0.0166774 0.011918 0.0116245 0.0112287 0.0146455 0.0107273 0.0107796 0.0143827 0.0187641 0.0109568 0.010472 0.0181215 0.0136198 0.0136231 0.00960066 0.00967146 0.00957366 0.00892735 0.00887011 0.00885824 0.0083945 0.0077803 0.00861186 0.00763342
threshold=0.085835000000000009 -0.070894999999999986 0.086950000000000013 -0.11051499999999999 -0.090054999999999982 0.081320000000000017 -0.23071499999999998 0.086435000000000012 0.09586500000000002 -0.10808 0.12933000000000003 0.083635000000000001 -0.082969999999999988 -0.089974999999999986 -1.0000000180025095e-35 0.091725000000000015 -0.49837999999999999 0.10433000000000002 0.10869000000000002 -0.115685 0.10625000000000001 -1.0000000180025095e-35 0.53894500000000012 0.10363000000000001 0.092630000000000018 -0.077699999999999977 -0.17479499999999998 -1.0000000180025095e-35 0.25367000000000006 0.14073000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 -8 12 15 25 -15 -6 17 -3 24 -20 22 -22 23 -11 -18 -14 -4 -7 29 -29
right_child=5 16 26 4 11 27 7 -9 -10 20 -12 -13 13 14 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0014581332904669534 -0.0011628783520675483 -0.0014603648187250572 0.00146017239925355 -0.0014580951449070496 -0.0014587564637386311 -0.0012280392374944939 0.0011439146834924705 -0.00098567313760186334 -0.0013148763948734547 0.00050344874743230711 -0.0011763988198821647 -0.0014579805796524725 0.00085236998494156479 -0.0014576297541056258 0.00077786278116502333 0.0013117005278742585 0.00087036261422592973 0.00050619204524748049 0.00057419444497309427 -0.0014584536838359028 0.0014583659247162004 -0.0014581554723867983 -0.00137547463175437 -0.00081241209749750485 -0.00044091766230021731 -0.001265249025438332 -0.0014590281464113483 -0.00051136368310510073 0.00039390307734647089 0.00082579031725579896
leaf_weight=0.01918582010279124 0.016628832558581053 0.021473761956258386 0.0022417681757360688 0.015899632002145836 0.015705280640304409 0.014621174962485384 0.066260026082545664 0.013837416461115026 0.0081721725000534207 0.17753661959233114 0.0063249972881749264 0.010533107490374505 0.0055023712253614568 0.0089283003097193614 0.074217550846412905 0.003754232498295095 0.063576516570378772 0.018526233693137328 0.012783771351678297 0.015464688130052195 0.0030404213739529959 0.011700869698586303 0.0065031020421884014 0.011662400808233997 0.01322756700744776 0.017617122446779376 0.031056218335464791 0.083948695671551832 0.047505275536423142 0.010158243203477468
leaf_count=238 141 56 1 166 150 30 317 109 18 498 10 100 24 178 202 6 109 19 9 199 8 94 12 105 20 80 643 285 59 24
internal_value=0 -0.000249122 -0.00048584 -0.00033491 -0.00019328 0.000102917 0.000257927 0.000335381 0.000398155 0.000447618 0.000941725 -4.5692e-05 7.26282e-05 0.000255181 0.000537813 -0.000924265 8.48417e-05 -0.000549542 0.000326391 -0.000538584 0.000277193 -0.000856617 0.000362597 0.000422338 0.000644528 -0.000761262 -0.00126249 -0.000216232 -0.000111765 -0.000367026
internal_weight=0 0.349694 0.204641 0.171343 0.152158 0.4779 0.321667 0.305038 0.291201 0.283028 0.072585 0.136258 0.125725 0.106265 0.0831459 0.0194595 0.145053 0.04 0.105053 0.0282485 0.210443 0.0147413 0.195702 0.189199 0.0768041 0.0231195 0.033298 0.156233 0.141612 0.0941069
internal_count=3910 2200 1788 1144 906 1710 1312 1171 1062 1044 327 740 640 484 380 156 412 75 337 208 717 102 615 603 129 104 644 398 368 309
is_linear=0
shrinkage=0.00145689


Tree=747
num_leaves=31
num_cat=0
split_feature=160 1213 475 482 15 474 50 15 2 3 483 453 128 1374 158 156 1 130 49 42 43 34 456 42 4 13 15 4 13 403
split_gain=0.00334034 0.00342763 0.00422454 0.00351201 0.00400716 0.0056289 0.00470334 0.00390442 0.00484034 0.00442793 0.00490858 0.00402332 0.00406768 0.00421743 0.00441553 0.00508402 0.00560232 0.00493472 0.00464196 0.00626195 0.0055608 0.00494719 0.00472579 0.00499764 0.00633546 0.00597705 0.00637692 0.00545004 0.00735187 0.00460597
threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.086004999999999984 0.099580000000000016 -0.26361999999999991 -1.0000000180025095e-35 0.11843500000000001 -0.19153499999999998 -0.13811499999999996 0.31335500000000011 0.083960000000000021 0.091855000000000006 0.11637500000000002 0.084750000000000006 0.084965000000000027 0.10477500000000002 0.10871500000000002 -0.088449999999999987 -0.088329999999999978 -0.09602999999999999 -0.088289999999999993 -0.0011599999999999998 1.0000000180025095e-35 0.092145000000000019 -0.52333999999999992 -0.10023999999999998 0.091600000000000015 0.11205000000000001 0.41346500000000003 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 10 11 12 13 14 15 16 17 -10 20 -20 -19 -21 23 24 -23 -26 29 28 -25 -27
right_child=1 3 -4 -5 7 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 18 19 21 -22 22 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.0020830166844143312 0.0033848281482730916 -0.0033921511663153729 -0.0027541420267724265 -0.0030772294713047833 -0.0018328060211895052 0.0026526189088718578 -0.0012898375054501399 0.0029306293840233727 -0.0033200875336772866 0.0033843440257540981 -0.002585550852429612 -0.0030175457502845432 -0.0033889778359410616 -0.0022399274669963011 -0.0015369567855967436 -0.0033849471640443316 0.001238691930809244 0.0014304407816203234 -0.003160247190782609 -0.0031837460790376864 -0.0020211893955961709 -0.0033867325799093947 -0.0033846919314491496 -0.0033865564518082043 0.0023242768744415106 -0.003383983729343946 -0.0033850539576844472 0.0022510907985580364 0.0033910670666864708 0.00085775663311574602
leaf_weight=0.0089103850533369666 0.0014942797715775677 0.002533652586862444 0.0090893495417567749 0.0040301489116991709 0.012762635243014131 0.018697959317790946 0.0042520965944277114 0.0066551412369619803 0.004750433232999284 0.0044098500874838456 0.0083773039998398247 0.0048583911511457236 0.0038117615678459052 0.0083822493358809425 0.015999579712943302 0.0042474891055164212 0.062501215262244614 0.007218710750663603 0.0056218318292735594 0.0041564665477835652 0.020570864861156224 0.0040043538044756124 0.0034266912104712324 0.010573645126669362 0.028454059765863349 0.0030053434635206591 0.004420374251822067 0.0041480436561869274 0.0022162974346429118 0.11802438906343582
leaf_count=305 4 1 556 132 96 269 16 55 80 60 242 29 51 59 230 141 203 33 103 42 61 15 81 226 39 177 81 11 1 511
internal_value=0 1.20113e-05 -0.00188739 6.46206e-05 9.81111e-05 0.00139381 0.00192218 4.4652e-06 7.34647e-05 1.63939e-05 -2.87811e-05 3.80708e-05 8.51193e-05 0.000127601 0.000193023 0.000289351 0.00034448 9.11189e-05 0.000166196 0.000356943 -0.00112458 0.00046533 0.000550409 0.00062753 0.000814879 0.000924199 0.000606639 -0.00111908 -0.0022121 0.000752428
internal_weight=0 0.392695 0.0105836 0.382111 0.378081 0.0254837 0.0229501 0.352597 0.339834 0.333179 0.328769 0.320392 0.315534 0.311722 0.30334 0.28734 0.283093 0.220592 0.215841 0.188051 0.0277896 0.18243 0.178273 0.174847 0.157909 0.153904 0.12545 0.016938 0.0127899 0.12103
internal_count=3910 3605 560 3045 2913 286 285 2627 2531 2476 2416 2174 2145 2094 2035 1805 1664 1461 1381 1287 94 1184 1142 1061 823 808 769 238 227 688
is_linear=0
shrinkage=0.00338353


Tree=748
num_leaves=31
num_cat=0
split_feature=1456 151 401 393 1425 4 11 160 150 133 1373 148 128 1 1 0 1132 160 14 3 131 47 124 13 3 150 403 16 9 42
split_gain=0.0031384 0.00357088 0.00319723 0.00313044 0.00315566 0.00430317 0.00408668 0.00439593 0.00510273 0.00782251 0.00477519 0.00424993 0.00432775 0.00465747 0.00484951 0.00803829 0.00479507 0.00451884 0.00448005 0.00477911 0.00498472 0.00421101 0.00477056 0.00410258 0.00514768 0.0111468 0.00490026 0.00464578 0.00414481 0.00441163
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.10711000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.088160000000000002 -0.092169999999999988 -0.22988499999999998 -0.031394999999999992 0.099250000000000019 0.087215000000000015 0.11637500000000002 0.10386500000000001 0.11215000000000001 -0.22851499999999997 -1.0000000180025095e-35 -0.081519999999999995 0.07802000000000002 -0.12008499999999998 0.10100500000000001 0.09252500000000001 -0.082254999999999981 -0.5337599999999999 0.090325000000000003 0.090695000000000012 -1.0000000180025095e-35 -0.094359999999999986 0.084755000000000011 0.09901500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -10 11 12 13 18 -15 -16 -17 -18 19 -9 21 22 -21 -24 25 26 -25 -26 29 -28
right_child=2 -3 -4 4 -6 -7 -8 10 9 -11 -12 -13 -14 14 15 16 17 -19 -20 20 -22 -23 23 24 27 -27 28 -29 -30 -31
leaf_value=0.00073690624665213725 -0.0040445582183667892 -0.004044947650946964 -0.0040165190524370006 0.0023223990806509154 -0.0040508648066096224 0.0028792473732162636 -0.0019373768932666904 0.0016394094355200461 0.0021275943087208219 -0.0034303815602077948 -0.0036995303720642131 -0.0029518353510494758 -0.0040494342447073266 0.0025728075038333213 -0.0039845549250560131 -0.0033013659004977707 -0.0033457378127793001 0.0016822584238659281 -0.0040452318957470484 0.0031782445532394284 -0.0040447928115685712 -0.0027179894647870067 -0.0034600484377939663 -0.0030686507289411232 -0.00052029981227620658 -0.00401480554989275 0.00077500837562981891 0.0026406293738248984 -0.0040441474466956593 -0.0040469580839208007
leaf_weight=0.0041667195154673209 0.0030203389138279127 0.0065950071305600488 0.0031797189093865077 0.005034548550611361 0.0029866253981722926 0.0090309255729721372 0.016108700427764688 0.032574080291283281 0.0053635116213968095 0.018158976360979295 0.0048426347183863063 0.0062558178452434268 0.0035087998646581289 0.029696386865026625 0.0057163906417372337 0.0038484238950786667 0.0031108534749364472 0.048317724346873092 0.0041090996076889033 0.0084216797745853 0.0049593882379070911 0.0084188482591187608 0.0052522058258546158 0.0070057131579588363 0.011551719378985581 0.011482825806183428 0.086274841850013217 0.02224033828423444 0.0032542174794798475 0.0032181009525942264
leaf_count=41 76 328 168 6 91 209 107 118 59 330 24 38 51 147 14 10 10 275 48 77 181 101 9 515 25 102 559 54 33 104
internal_value=0 -0.00219351 2.11018e-05 5.54511e-05 8.88527e-05 0.000122472 5.30703e-05 0.000146654 -0.00137229 -0.00216307 0.00028477 0.000347168 0.000415289 0.000467603 0.00123272 0.000580267 0.00105233 0.00137812 0.000135223 0.00021916 -4.96883e-05 6.88685e-05 0.000216706 5.07421e-05 0.000177886 -0.000242006 0.000192291 0.00156007 0.000438608 0.000601614
internal_weight=0 0.0107617 0.376943 0.373764 0.370743 0.367757 0.358726 0.342617 0.028557 0.0235225 0.31406 0.309217 0.302962 0.299453 0.0906898 0.0609934 0.055277 0.0514286 0.208763 0.204654 0.17208 0.16712 0.158702 0.15028 0.145028 0.111236 0.0997529 0.0337921 0.0927472 0.0894929
internal_count=3910 369 3541 3373 3297 3206 2997 2890 395 389 2495 2471 2433 2382 456 309 295 285 1926 1878 1760 1579 1478 1401 1392 1313 1211 79 696 663
is_linear=0
shrinkage=0.00404364


Tree=749
num_leaves=31
num_cat=0
split_feature=156 124 3 123 1455 1365 401 15 483 158 123 453 42 39 43 4 0 132 49 2 133 401 48 33 1374 150 50 15 156 474
split_gain=0.00301153 0.00306233 0.00701745 0.00362895 0.00346565 0.00349866 0.00347821 0.00339661 0.00407248 0.00340671 0.00465925 0.00421735 0.00377935 0.00516199 0.00411334 0.00660497 0.00495158 0.00540888 0.0052318 0.0067979 0.00510277 0.00660922 0.00495922 0.00481417 0.00425316 0.00609856 0.00447598 0.00934805 0.00473648 0.00760619
threshold=-1.0000000180025095e-35 -0.50873999999999986 0.30601500000000009 -0.041524999999999992 -1.0000000180025095e-35 0.087320000000000009 0.10072000000000002 -0.46970499999999993 0.083960000000000021 0.087355000000000016 0.083190000000000014 0.090755000000000016 -0.10770999999999999 0.16168500000000002 -0.15648499999999999 -0.51381999999999983 0.047345000000000005 0.10027500000000002 -0.091004999999999989 0.090420000000000014 -0.090054999999999982 0.10022000000000002 -0.09386499999999999 -1.0000000180025095e-35 -0.094679999999999986 0.12118000000000001 0.078570000000000015 -0.074174999999999977 0.085790000000000019 0.085165000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 11 -11 13 -9 -14 -16 17 18 19 -17 21 -20 -22 -24 25 -25 28 -28 -26 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 -13 14 -15 15 16 -18 -19 20 -21 22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-0.004207730726692966 -0.0038295106381823554 0.0036948540555042935 0.0035221711286929584 -0.0042080736532412516 0.0041601351517137905 -0.0036091908143961464 -0.0042077082726623702 -0.002921547096538937 -0.0026446242157688988 -0.0042016475018499923 0.0028408025467408084 0.0042120001188181823 0.0016630482454184441 0.0029882275610547599 -0.0040461303420843914 0.00090156050432977839 0.0019055140263944204 -0.0041893245165783716 -0.0028915316380427629 -0.003212999243435623 -0.0037937158919329893 0.00421855684515853 -0.0040345263213471703 -0.0040533365878439014 0.0016136622355806594 0.00092341264083270144 0.0020527866400241613 -0.0039614893894799382 -0.0033214413062520663 0.0017483249769013592
leaf_weight=0.0030466508537330119 0.0036743796654263852 0.0044828404277552627 0.0099113506133789997 0.0036224178305808144 0.0034731145099158303 0.0048795543721666937 0.0034777526852778342 0.013637388621535962 0.010160874259838693 0.0095242043989891556 0.0027817639927434365 0.0011856929631903776 0.032838206371323508 0.0032367635576520106 0.0066790089643546926 0.011889651133486723 0.026730301503249621 0.0053465362347964165 0.015118213888491994 0.017666659924998385 0.00452099213291035 0.0027320571243762961 0.0037669291069164492 0.0075117583501196341 0.11236844936197699 0.010379696431755292 0.0091650842317463344 0.0091311059753707013 0.0096078127795280466 0.011514991508988714
leaf_count=197 19 35 158 161 89 38 184 169 244 197 18 1 149 3 39 59 152 105 326 68 29 1 34 41 892 14 75 216 106 91
internal_value=0 -7.91158e-06 3.03145e-05 -6.6513e-05 -0.000114287 -7.18351e-05 -2.17234e-05 2.09723e-05 -2.16234e-05 5.97982e-05 -0.00201019 -0.00327017 0.000148784 -0.00178795 0.000258832 8.42514e-05 0.000191406 -7.18432e-06 9.20287e-05 -0.00155783 0.000341056 -0.0018033 0.000556137 0.000669519 0.000773951 -0.00116608 0.00100263 -0.000948767 0.00127008 -0.000557683
internal_weight=0 0.371016 0.367341 0.35743 0.352947 0.349325 0.344445 0.340967 0.337494 0.327333 0.0134917 0.0107099 0.313842 0.0168742 0.296967 0.264129 0.25745 0.23072 0.225373 0.0295563 0.195817 0.0178503 0.177967 0.173446 0.169679 0.0178915 0.151787 0.0182962 0.133491 0.0211228
internal_count=3910 3713 3694 3536 3501 3340 3302 3118 3029 2785 216 198 2569 172 2397 2248 2209 2057 1952 127 1825 327 1498 1469 1435 55 1380 291 1089 197
is_linear=0
shrinkage=0.004207


Tree=750
num_leaves=31
num_cat=0
split_feature=1 47 4 128 1373 48 50 50 41 42 158 3 150 133 52 149 131 457 3 12 13 14 1 39 12 43 42 2 1 43
split_gain=0.0149864 0.0179902 0.0167106 0.0163956 0.0176617 0.0168229 0.0167197 0.0144834 0.013794 0.0145017 0.0139271 0.0147511 0.0168188 0.0172051 0.0168409 0.0132689 0.0126649 0.0134118 0.0119997 0.0153579 0.0114497 0.0114457 0.0119965 0.0111021 0.0110922 0.0147124 0.0121162 0.0179512 0.0103036 0.0110402
threshold=0.087545000000000026 0.081320000000000017 -0.23071499999999998 0.086435000000000012 0.09586500000000002 0.12862000000000004 0.088425000000000017 0.078570000000000015 0.078535000000000008 -0.09361499999999999 0.084965000000000027 -0.115685 0.08882000000000001 -0.090054999999999982 0.11401500000000002 0.10096000000000001 0.087395000000000014 -0.066264999999999991 -0.055684999999999991 0.094045000000000004 -0.09547499999999999 0.090800000000000006 0.10080500000000002 0.085845000000000019 0.08401500000000002 -0.083899999999999988 -0.089024999999999979 0.099015000000000006 0.14000500000000002 -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=7 2 -2 4 5 6 15 8 9 -1 11 -11 13 -13 16 21 17 -15 19 24 -8 22 -4 -22 -19 -26 -27 -28 29 -3
right_child=1 28 3 -5 -6 -7 20 -9 -10 10 -12 12 -14 14 -16 -17 -18 18 -20 -21 23 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0012882104453838569 -0.00097597830824778554 0.00010419340438565824 0.00049695284366357839 -0.00090069136081919528 -0.0011475076239037178 -0.00048311743808563811 0.0010045089473092084 -0.0011518645487764323 -0.0012639608675687971 0.00052500208417811728 -0.0010529339044268863 -0.0013208108776470019 -0.0011974579631983534 -0.0013212969273379816 -0.0013228261707738014 -0.0010157322386262449 -0.0013213215122672504 -0.0013205551076852669 0.00058792093773224171 -0.0013222233103075615 -0.00099194036320204458 -0.00043133761383014877 0.0011000632048530816 0.0013215805299541673 0.00082935215270848062 0.0012552955224707303 -0.0013205818054535981 0.00070475148934232208 0.00044598993818897246 -0.00062626804108806083
leaf_weight=0.017096616753036642 0.01741535870428379 0.056794235477241273 0.10847174899913625 0.017384427738079467 0.012151124143201741 0.029103456305165309 0.0096650460955061135 0.026678889072684342 0.018496844478249841 0.077893375196254055 0.022553024369557306 0.016783323229532243 0.023281711265326521 0.0095448253012477835 0.014451481170908664 0.0076697455062912914 0.0098262858043085544 0.0080621510978744482 0.10779451270968821 0.014041425749951486 0.024734311066367809 0.01355733726404651 0.122031869682246 0.0042292550577940338 0.043918262186366519 0.0074144306604466683 0.021693841451877915 0.01174559571154532 0.03367348643951118 0.098531107448252442
leaf_count=211 132 155 229 101 17 31 16 363 92 69 177 253 110 51 160 23 122 55 101 137 170 13 492 12 64 5 299 23 34 193
internal_value=0 0.000114946 0.000285508 0.000348457 0.000413942 0.000473334 0.000569201 -0.000208791 -0.000149535 -9.87753e-05 -4.65e-05 1.54404e-05 -0.000122111 -2.77339e-05 5.96011e-05 0.00069324 0.000144963 0.000209223 0.000277274 -3.60435e-05 -0.000239124 0.000746946 0.000816248 -0.00065412 0.000158495 0.000299158 -0.000270806 -0.000609184 -0.000215722 -0.000359177
internal_weight=0 0.555413 0.366414 0.348998 0.331614 0.319463 0.290359 0.451277 0.424598 0.406101 0.389004 0.366451 0.288558 0.265276 0.248493 0.251731 0.234041 0.224215 0.21467 0.106876 0.0386286 0.244061 0.230504 0.0289636 0.0928343 0.0847721 0.0408539 0.0334394 0.188999 0.155325
internal_count=3910 1618 1236 1104 1003 986 955 2292 1929 1837 1626 1449 1380 1270 1017 757 857 735 684 583 198 734 721 182 446 391 327 322 382 348
is_linear=0
shrinkage=0.00131955


Tree=751
num_leaves=31
num_cat=0
split_feature=1 0 52 49 0 49 15 4 151 1446 1373 47 4 128 1374 44 52 50 48 42 43 13 42 2 133 150 2 0 43 43
split_gain=0.00309409 0.00448296 0.00505031 0.00416179 0.00409238 0.00443605 0.00434661 0.00678719 0.00417544 0.00401897 0.00404815 0.0047359 0.00703504 0.00603108 0.00561715 0.00493019 0.00459841 0.00369088 0.00359988 0.00454678 0.00927272 0.0050676 0.00509907 0.00564915 0.00511251 0.00334902 0.00358339 0.00334152 0.00429856 0.00632761
threshold=0.085835000000000009 -0.084074999999999997 0.078330000000000025 -0.084114999999999981 -0.089539999999999995 0.090775000000000008 0.079360000000000014 0.15927500000000003 -0.083559999999999982 0.091520000000000018 0.09586500000000002 0.087850000000000025 -0.37626499999999991 0.086435000000000012 -0.095439999999999983 0.081835000000000019 -0.24456499999999998 0.11843500000000001 0.091555000000000011 0.084100000000000022 -0.11652999999999998 -0.5337599999999999 -0.089744999999999978 0.08400500000000001 -0.09590499999999999 -1.0000000180025095e-35 0.13900500000000002 -0.13027499999999997 -0.074254999999999988 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 11 12 -2 14 -14 16 -16 -18 19 21 -21 -3 -23 -24 -25 -13 27 -27 29 -29
right_child=9 18 -4 4 -6 -7 7 -9 -10 -11 -12 25 13 -15 15 -17 17 -19 -20 20 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0035921159812883105 -0.0031396609707408777 -0.0035956864536269462 -0.0035931690670635077 -0.0028539101231415125 -0.0035916633411002684 -0.0035912276893108261 -0.0035933452570265688 0.0024219120906632417 0.0019317008464555382 -0.0035751688686709695 -0.0029880554713646252 -0.0028980741508945014 -0.00080718773138932596 -0.0025344288159091909 -0.0016582620760723543 -0.0029461443004964857 0.0018067210778697324 -0.0015850150603766151 0.0015735363878767142 0.00063084239969641946 -0.0035928873466034446 -0.0024706199868753131 -0.0035938248799776613 -0.0035924531153227238 0.0018190058355718553 0.0011871487187681961 0.0026614579789320612 -0.0010774516742387713 -0.0021827367072609844 0.0032681869316591602
leaf_weight=0.0057957596545037396 0.0057767957309238218 0.0038765711360611013 0.0096538708645006466 0.0026662027728718831 0.0044605042405621012 0.0038627384768616926 0.0067300561037271223 0.0037748156723864668 0.019854296170549901 0.0035016406079009235 0.0047109052479754601 0.0063929578689112523 0.017761416557732446 0.0062713588100393727 0.0056552854789515541 0.003319982981793145 0.099866993587070851 0.0043151818074136363 0.016486859223547867 0.013462039582861962 0.01334357700829969 0.0058345730894728822 0.0030476577675813124 0.0023996193158808401 0.036307479812421661 0.012393692142552482 0.005276403278912766 0.015046159650808022 0.019040406234381635 0.0060597221477109988
leaf_count=50 134 3 466 49 253 115 63 5 138 62 26 28 33 109 27 14 917 52 82 33 417 203 17 75 231 46 28 117 110 7
internal_value=0 -0.000429463 -0.0012271 -0.000742598 -0.000343187 4.96187e-05 0.000475462 -0.00143183 0.00136513 0.000240174 0.000303226 0.000378065 0.000741883 0.000905327 0.0010701 0.00136476 0.00149507 0.00166624 4.86441e-05 -0.000272554 -0.00147169 0.000352006 0.00067358 0.00111293 0.00148353 -0.000432002 -0.00015932 -0.000442601 -0.000945726 0.000170227
internal_weight=0 0.151557 0.0567982 0.0471444 0.0413486 0.0368881 0.0330254 0.0105049 0.0225205 0.215389 0.211887 0.207176 0.142967 0.13719 0.130919 0.113157 0.109837 0.104182 0.0947584 0.0782715 0.0268056 0.0514659 0.0475893 0.0417548 0.0387071 0.0642093 0.0578164 0.05254 0.0401463 0.0211059
internal_count=3910 2200 1139 673 623 370 255 68 187 1710 1648 1622 1286 1152 1043 1010 996 969 1061 979 450 529 526 323 306 336 308 280 234 124
is_linear=0
shrinkage=0.00359063


Tree=752
num_leaves=31
num_cat=0
split_feature=1 12 40 51 3 47 4 50 48 1374 484 0 3 42 1 160 51 52 3 403 150 2 42 156 457 133 1212 3 1176 42
split_gain=0.0127281 0.0151426 0.0175414 0.0174667 0.0161905 0.0158458 0.0219466 0.0179548 0.0136329 0.0128698 0.0137683 0.0213234 0.0118904 0.010821 0.0103891 0.0120729 0.0104816 0.00927622 0.0109288 0.00983028 0.00972695 0.0112198 0.00952255 0.00846722 0.00930397 0.0106096 0.0142347 0.00839718 0.00817525 0.0079225
threshold=0.094385000000000011 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 0.16699000000000003 0.11603500000000001 -0.034289999999999994 0.11515000000000002 0.12862000000000004 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.115685 -0.10770999999999999 0.11198000000000001 -0.078154999999999988 0.093005000000000018 0.11401500000000002 0.10666500000000002 -1.0000000180025095e-35 0.088040000000000021 -0.0050599999999999994 -0.09602999999999999 0.085790000000000019 -0.066264999999999991 -0.090054999999999982 -0.5172699999999999 -0.10942499999999998 0.085555000000000006 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=9 2 3 -2 5 6 -3 8 13 -1 -11 -12 29 -8 15 -15 -17 18 19 28 21 -21 -23 24 -24 26 -26 -27 -14 -13
right_child=1 4 -4 -5 -6 -7 7 -9 -10 10 11 12 17 14 -16 16 -18 -19 -20 20 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0012980766864016614 -0.0012954980990413062 -0.0009300408258424704 -0.0012954407269451173 0.00091068064129643173 0.0010596546203842576 -0.00071280273743917614 -0.0006769424791221168 -0.0012948774346704067 -0.00071083251214941565 -0.0012027888492340132 0.00095524833250666544 0.00043025723150045723 -0.00129405793688048 -0.00088178432653390434 0.00098927138528764414 0.00021492439367918034 0.0012975885265970061 -0.0012179138667495247 0.00037806070395026543 -0.0012117370774263761 -0.0010997638228638603 -0.0012954441669309456 -0.0012950146275920217 -0.00088697402361358874 0.00099000938324508283 -0.001296105654923545 -0.0012944850769508723 0.00028572699716040176 0.0010075791566481497 -0.00047440109246116324
leaf_weight=0.016459370980555832 0.0064837570189411045 0.032128547239153704 0.0076403749990276984 0.081500059294171479 0.022177692878358357 0.054825805176506037 0.013285605598866823 0.01223239767296036 0.019121055666801112 0.01941297327743996 0.030486561057841755 0.076030209426107831 0.024735219965464239 0.01285309890681674 0.055103764678278822 0.065049177922674062 0.019437521896179533 0.016656576147582314 0.043191446146920498 0.016048446470449562 0.020343039256658813 0.010468214057084424 0.0082626445473579224 0.017711733979240307 0.0061724225433863458 0.0058290044805744392 0.017526128175006761 0.15405072589481961 0.00288385107154454 0.020588263666923012
leaf_count=46 10 255 8 384 80 106 12 49 16 484 34 135 657 22 133 110 10 322 28 48 83 94 51 97 22 8 223 326 9 48
internal_value=0 0.000135426 0.000584822 0.000748102 -4.91024e-06 -8.80318e-05 6.14093e-05 0.000223036 0.000323484 -0.000172856 -0.00013509 -9.10814e-05 -0.000163497 0.000442818 0.000540406 0.000286305 0.000464009 -0.00027616 -0.000228222 -0.000320416 -0.000241428 -0.000167462 -9.12922e-05 -3.11387e-05 4.78764e-05 0.000108318 -0.000699475 0.000228055 -0.00105373 0.000237485
internal_weight=0 0.401839 0.0956242 0.0879838 0.306215 0.284037 0.229211 0.197083 0.18485 0.506857 0.490397 0.470984 0.440498 0.165729 0.152444 0.0973398 0.0844867 0.343879 0.327223 0.284031 0.256412 0.236069 0.220021 0.209553 0.191841 0.183578 0.0236986 0.15988 0.0276191 0.0966185
internal_count=3910 1195 402 394 793 713 607 352 303 2715 2669 2185 2151 287 275 142 120 1968 1646 1618 952 869 821 727 630 579 245 334 666 183
is_linear=0
shrinkage=0.00129368


Tree=753
num_leaves=31
num_cat=0
split_feature=4 11 151 1213 484 150 403 160 148 40 151 2 401 52 133 4 0 0 52 48 1 0 0 4 15 51 133 159 48 475
split_gain=0.0125117 0.0168226 0.0140085 0.0122749 0.0121305 0.0149946 0.0108231 0.0111366 0.0126195 0.0123642 0.0104534 0.0140888 0.00998633 0.00989219 0.0103834 0.00997397 0.0129368 0.0154427 0.0124366 0.0109627 0.0129748 0.0169879 0.0116049 0.017332 0.0161045 0.0156009 0.011164 0.0145938 0.0108485 0.00966627
threshold=0.27608500000000008 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 -0.084084999999999979 -0.092169999999999988 0.10530000000000002 0.0034800000000000005 -0.010684999999999998 0.091025000000000009 0.078330000000000025 -0.42985499999999993 -0.26719999999999994 -0.49837999999999999 -0.07773999999999999 -0.082604999999999998 0.10433000000000002 0.12675000000000003 1.0000000180025095e-35 -0.084074999999999997 -0.10575999999999998 -0.00072999999999999985 -0.095799999999999982 0.084305000000000019 0.086895000000000014 0.091215000000000018 -0.085784999999999986 -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 29 5 -5 -6 9 13 10 11 -8 -12 -9 -15 18 17 19 -16 20 21 26 24 -24 25 -22 27 -17 -26 -1
right_child=2 -3 -4 4 6 -7 7 8 -10 -11 12 -13 -14 14 15 16 -18 -19 -20 -21 22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0012692665109007295 -0.0010943036005740545 -0.0010971998982876251 0.00047963230849157453 -0.0011144497164491895 -0.00093789844947665918 0.00074719871564373689 -0.0012022650302776375 -0.0007809186905606253 -0.0012706398685957648 0.0010832776170578648 -0.0012480605471287087 0.0012170414366701764 0.0010843944053881966 -0.0012691274633195506 -0.001191699492143131 -0.0012700870340813613 0.00048426009827515551 -0.00090045334923621206 0.00038395104985915299 -0.00086212929157913204 0.00049500100617153443 0.00053986787058391103 0.0006829436250476588 -0.00079015585587184352 -0.00026136826582522554 -0.00074828346380170817 7.628604133917081e-05 0.00061321257653767017 0.00097281769547200698 -0.001185559324975719
leaf_weight=0.0029006643453612915 0.0099346646829872043 0.02611597803559107 0.10780481137442166 0.031724222416926295 0.018993006061066353 0.0089156272706532036 0.0067970221812174705 0.01953841991041827 0.010883898654356017 0.0071485513872175934 0.034937801783911482 0.0089979376245992171 0.0032253768321197631 0.0083386015256508017 0.018946266198327066 0.036181933574994218 0.17290789210767343 0.024861498518475855 0.014021721202880144 0.016946606456258451 0.044159023457723379 0.0360892241565125 0.022260725711021223 0.030385333948288462 0.01305689055880066 0.025674726090073818 0.030022222409002097 0.0081006888504475683 0.093482718981249491 0.023362501508188416
leaf_count=4 20 160 421 531 395 21 32 208 15 8 300 13 18 138 54 137 295 109 6 14 38 30 40 58 16 28 86 26 108 581
internal_value=0 -9.60403e-05 0.000346826 -6.22098e-05 -3.2231e-05 -0.000706039 6.55801e-06 3.26701e-05 8.31293e-05 -0.000484137 -0.000691793 0.000175945 -0.00105093 0.000107089 0.000136227 0.000156188 0.00019651 6.59973e-05 -0.000521554 0.000133422 0.000183129 -0.000174041 0.000355295 -0.000167274 0.000511278 3.79013e-05 -0.00052078 -0.000925572 0.000821563 -0.000914433
internal_weight=0 0.798977 0.117739 0.772861 0.746598 0.0406398 0.705958 0.686965 0.625858 0.0611067 0.0539581 0.015795 0.0381632 0.614974 0.595436 0.587097 0.554129 0.381222 0.032968 0.35636 0.339413 0.110394 0.229019 0.0526461 0.176373 0.0698337 0.0743048 0.0442826 0.10654 0.0262632
internal_count=3910 3469 441 3309 2724 552 2172 1777 1406 371 363 45 318 1391 1183 1045 985 690 60 581 567 279 288 98 190 66 249 163 124 585
is_linear=0
shrinkage=0.00126831


Tree=754
num_leaves=31
num_cat=0
split_feature=31 130 1 38 12 151 16 42 457 160 50 133 32 393 3 42 4 393 0 42 131 1 132 51 50 12 159 0 49 47
split_gain=0.00297018 0.00328364 0.00347057 0.00405029 0.00588069 0.00477579 0.00475942 0.00443747 0.00469203 0.00419998 0.00400482 0.00359127 0.00388456 0.0034828 0.00531905 0.00501354 0.0059576 0.00448425 0.00439443 0.00437684 0.00510582 0.00445397 0.00447818 0.0041163 0.00355102 0.003518 0.00357072 0.00517545 0.00575068 0.00550047
threshold=-1.0000000180025095e-35 -0.23515499999999998 0.10113500000000002 0.13584500000000002 -0.083349999999999994 -0.40391999999999995 -0.072804999999999981 -0.13165499999999997 -0.0034949999999999994 -1.0000000180025095e-35 0.13480500000000004 -0.085714999999999986 0.083360000000000004 0.087665000000000007 -0.5217799999999998 0.091955000000000023 0.11205000000000001 0.085075000000000012 0.18055000000000002 -1.0000000180025095e-35 0.084390000000000007 1.0000000180025095e-35 0.080815000000000012 -0.10748999999999999 0.10119500000000002 0.10809500000000001 0.10519500000000001 0.047345000000000005 -0.085974999999999982 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 13 4 -4 -6 7 -7 -9 -10 -8 -11 -13 14 -3 17 -17 18 19 21 23 -16 -23 -21 25 26 27 28 -25 -30
right_child=1 2 3 -5 5 6 10 8 9 11 -12 12 -14 -15 15 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0029352959065766008 -0.0032951056529671296 0.0033271374496669638 0.0028045034193113529 -0.0033593653184150556 -0.0031809936868685339 -0.0030562664207825435 -1.2614844202180683e-05 -0.0014824651680472483 -0.0010684540458585174 -0.00084867143960732239 -0.0033849908311617887 0.0028584655513438236 -0.00056708268396843408 -0.0031011727615307067 -0.0029981683747304414 -0.0033860184600867042 0.00054365837589716694 0.0027289165197354245 0.0025983839792952687 -0.0033840900801177143 -0.0031639956369744074 -0.0026653706614995034 0.0023435136167411982 -0.0017759100045676929 -0.0033846167944514296 -0.0033860932975705886 -0.0033865770240623138 0.0020725470209173821 0.00053621703111035753 -0.0026957687736962757
leaf_weight=0.0038113880778496414 0.0035724882499437163 0.0047150859134035264 0.011469795743067834 0.0032043492055890957 0.0044267918769946837 0.0027555701562960158 0.055267542924013924 0.0059206019698194714 0.0054457040803299597 0.0042333640194556202 0.0043485589101237556 0.031525786574832182 0.0043077109839941832 0.0049379310018053948 0.013084139258612737 0.012174100139759503 0.0069313800637758041 0.0060258566822994899 0.0060642022708634604 0.0040599046039879729 0.0061511623356409464 0.0036118385541783482 0.0047057801913297226 0.016835604810239602 0.0033362581099041213 0.003162066280765429 0.0030747556335946049 0.016640715316498245 0.10339975350439445 0.0064016239996362847
leaf_count=113 30 13 182 9 23 5 356 41 47 16 33 162 9 120 657 519 38 15 13 107 130 112 29 81 143 12 51 37 736 71
internal_value=0 -6.72937e-05 -3.51029e-05 0.000398526 0.000491367 0.000266966 0.000401085 0.00112685 0.00135096 0.00171955 -0.000258605 0.00209849 0.00244666 -0.000290889 -0.000227919 -0.000305645 -0.00196035 -0.000144804 -0.000235692 -0.000328861 -0.000140043 -0.00176748 0.000168458 -2.1499e-05 6.78155e-05 0.000144853 0.000221142 0.000298564 6.5454e-05 0.000347786
internal_weight=0 0.36179 0.358218 0.132906 0.129701 0.118232 0.113805 0.0541887 0.0514332 0.0455126 0.0596161 0.0400669 0.0358335 0.225312 0.220374 0.215659 0.0191055 0.196554 0.190528 0.184464 0.163062 0.0214018 0.00831762 0.156911 0.152851 0.149515 0.146352 0.143278 0.126637 0.109801
internal_count=3910 3797 3767 883 874 692 669 280 275 234 389 187 171 2884 2764 2751 557 2194 2179 2166 1368 798 141 1238 1131 988 976 925 888 807
is_linear=0
shrinkage=0.00338353


Tree=755
num_leaves=31
num_cat=0
split_feature=45 1372 4 11 151 474 1211 474 1213 480 457 50 47 130 128 1 0 43 151 48 15 3 13 42 43 393 2 2 160 48
split_gain=0.00291447 0.00308506 0.00301711 0.00715814 0.00515762 0.00402336 0.00364919 0.00349862 0.00334737 0.00341688 0.0031629 0.00308979 0.00423109 0.00336591 0.00306417 0.00353973 0.00731696 0.00743293 0.00521453 0.00442762 0.0058358 0.0042657 0.00395633 0.00522724 0.00756297 0.00512733 0.00514309 0.00386835 0.0036044 0.00427065
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.09018000000000001 -0.082704999999999987 0.08456000000000001 0.53894500000000012 0.11901000000000002 0.10976000000000001 0.086635000000000004 0.11637500000000002 1.0000000180025095e-35 -0.089879999999999974 0.15364000000000003 -0.086909999999999987 0.086065000000000016 -1.0000000180025095e-35 -0.10628499999999998 -0.5337599999999999 0.084100000000000022 -0.16369999999999998 0.085305000000000006 0.08400500000000001 1.0000000180025095e-35 -0.23073999999999997 -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=-1 -2 3 6 -4 -6 7 8 -3 10 14 12 13 -7 15 16 17 27 -17 20 -18 -20 -22 25 -25 26 -24 -10 -23 -30
right_child=1 2 4 -5 5 11 -8 -9 9 -11 -12 -13 -14 -15 -16 18 19 -19 21 -21 22 28 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0034520639349330355 -0.003453066644258916 -0.0034517393176051138 -0.0030394235320199991 -0.003207070088192997 -0.0034583499785491114 0.0027925064979960708 -0.0034522264602044701 -0.0025361703246642693 0.0033996563611248063 -0.003451936172968188 -0.003289992857124635 -0.0009854038618685979 -0.00055776873131284995 -0.0016685284543607407 -0.0034548407324121251 0.0023114861340457222 -0.0034521962587322022 0.001216556098302011 0.0021460266777602027 0.0016363605290616748 -0.0034557810100389226 -0.0027140759781506037 -0.0034539979383717925 0.0010677935316486024 -0.0034534206388339758 -0.0034530693535844044 0.0017144783430321122 -0.003453259834121297 -0.0034196529743622289 0.0003435322516217631
leaf_weight=0.0028313574559319923 0.0031694480775144021 0.0032392676278085722 0.0038220134545099418 0.0088968272015961247 0.0021402654315352257 0.024470651403390775 0.0037393598844914768 0.0064399734922950804 0.0010404271342849816 0.0032304696570193405 0.0032056921118055462 0.0055547180709254454 0.0071906225241491475 0.0021952464019818754 0.002767501256599302 0.017341129630381147 0.0060746413753207653 0.0065778945513876854 0.013579225633179703 0.019665417905983418 0.0035169587354175738 0.0051595271895905617 0.0024592789177546584 0.0086163210612539842 0.0090201549122141955 0.0028351084594078193 0.033956098904539544 0.01720772449571939 0.0037032992574950177 0.11940453551986252
leaf_count=31 49 305 20 159 4 359 219 175 2 213 14 16 34 21 53 107 318 43 79 113 3 62 24 12 226 73 234 250 21 671
internal_value=0 -6.35572e-05 -3.26024e-05 -0.000157398 0.000797134 0.00115003 -6.47267e-05 -2.09022e-05 3.64164e-05 7.68625e-05 0.000118146 0.00140029 0.00179171 0.00242526 0.000158177 0.000195189 -0.000277961 -0.00192875 0.000525022 0.000197784 -0.00022777 0.000306622 9.65012e-05 0.000316116 -0.00124458 0.00101738 0.00136543 -0.00306254 0.000111891 0.000230329
internal_weight=0 0.35022 0.34705 0.301677 0.0453735 0.0415515 0.29278 0.289041 0.282601 0.279361 0.276131 0.0394112 0.0338565 0.0266659 0.272925 0.270158 0.11097 0.024826 0.159188 0.086144 0.0664786 0.141847 0.0604039 0.056887 0.0176365 0.0392505 0.0364154 0.0182482 0.128267 0.123108
internal_count=3910 3879 3830 3376 454 434 3217 2998 2823 2518 2305 430 414 380 2291 2238 1298 295 940 1003 890 833 572 569 238 331 258 252 754 692
is_linear=0
shrinkage=0.00345121


Tree=756
num_leaves=31
num_cat=0
split_feature=1348 14 1456 15 31 2 2 0 151 123 3 0 3 16 40 47 4 2 160 13 13 52 151 133 13 457 457 15 42 15
split_gain=0.00285049 0.00395785 0.00316784 0.00315534 0.00298381 0.00321561 0.004285 0.00585144 0.00523544 0.00413604 0.00409622 0.00787357 0.0051074 0.00604337 0.00440517 0.00392142 0.00413567 0.00368918 0.00363055 0.00349977 0.00752469 0.00688139 0.00492345 0.00467814 0.00448082 0.00429806 0.00463766 0.00403122 0.00648646 0.00401721
threshold=0.094400000000000012 0.077685000000000018 -1.0000000180025095e-35 -0.15202999999999997 -1.0000000180025095e-35 0.086650000000000019 0.085255000000000011 -0.13027499999999997 -0.086249999999999979 1.0000000180025095e-35 -0.074234999999999982 -0.017269999999999997 -0.075954999999999981 -0.078844999999999985 0.028705000000000001 0.11861000000000001 -0.08422499999999998 0.087005000000000013 -1.0000000180025095e-35 -0.091849999999999987 -0.077944999999999987 0.11588000000000002 -0.086834999999999982 0.09086000000000001 -0.073799999999999991 -0.23052999999999998 -0.070739999999999983 0.035895000000000003 0.09857500000000001 -0.20388499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 17 12 14 13 15 -12 16 -9 -7 -18 21 -21 22 -19 24 -22 -26 -27 -28 -29 -24
right_child=-2 3 4 -5 5 9 8 10 -10 -11 11 -13 -14 -15 -16 -17 18 19 -20 20 23 -23 29 -25 25 26 27 28 -30 -31
leaf_value=-0.0021371103834895381 0.0035097243701376897 0.0023359660825583127 0.0035952372533420234 -0.0035926462414354191 0.0019969248759113363 0.0028841824165407579 0.0015208462249157182 -0.0029177258494101988 -0.0035927619798627043 0.0018258249772133335 -0.0033833661496323834 0.0029118771214274516 0.0032201174416347208 -0.002506359313695688 0.0010580122166338477 -0.0035954171163065122 -0.0030540195647358729 -0.0014786399731564113 0.0013175917359830396 -0.0034611664956493218 0.0031890527842637025 -0.0024706564170697649 -0.0017459167059903811 -0.0025174169209254507 0.0035351768351983099 -0.0029225360843878495 0.00036007368962885904 -0.0029299085375869244 0.0031391425325797183 0.0023346050582064141
leaf_weight=0.0087584099354458544 0.0028969179392674951 0.0014021886250361604 0.003034513728636056 0.006629667707528597 0.01342847704114547 0.0060085976579102853 0.0034236732681662838 0.0038885334843072874 0.010491427398672926 0.020261536307771166 0.017494271778687676 0.0038872721584652927 0.0055906968264025627 0.01314239014826768 0.0034463888958384805 0.0031099930638447395 0.0026503260712757984 0.0064624082298223575 0.032281963345770492 0.0089428889173319703 0.0059361439649023842 0.006904276965677524 0.003450628333240501 0.0091466167593807768 0.0042182741053693453 0.0072927069995216689 0.080499413958104782 0.011348879798138256 0.0028382428693163328 0.031560320597179725
leaf_count=348 28 24 111 101 37 46 17 156 174 200 181 38 25 357 14 3 31 28 249 330 16 68 38 311 9 27 566 192 37 148
internal_value=0 -6.7274e-05 -6.56905e-06 -0.00255764 5.16092e-05 1.77629e-05 -0.000468989 -0.000206552 -0.00233461 0.000285848 -0.00055266 -0.00178122 -4.98476e-05 -0.000381795 -0.00265241 0.000284109 0.000594903 0.00011683 0.000985916 2.37291e-05 -0.000282628 0.000848382 0.00140092 -4.82505e-05 0.000153157 -1.65415e-05 -0.000163455 4.90481e-05 -0.00171575 0.00193243
internal_weight=0 0.337531 0.329499 0.00803186 0.320741 0.317706 0.112835 0.0989203 0.0139151 0.204871 0.0854918 0.0248279 0.0606639 0.0550732 0.0209407 0.0419308 0.0388208 0.184609 0.0349323 0.178601 0.130223 0.0483776 0.0414734 0.12128 0.112134 0.106198 0.101979 0.0946865 0.0141871 0.0350109
internal_count=3910 3882 3757 125 3409 3298 1282 1091 191 2016 1054 233 821 796 195 439 436 1816 280 1770 1488 282 214 1158 847 831 822 795 229 186
is_linear=0
shrinkage=0.00359063


Tree=757
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 47 15 48 44 14 1 0 3 52 15 3 48 3 403 151 48 2 0 133 1212 3 133 457 12 4 1447
split_gain=0.00281827 0.00556449 0.00487637 0.00843565 0.00407568 0.00568927 0.00747063 0.00587568 0.00523621 0.00475149 0.00582075 0.00376033 0.00388829 0.00405716 0.00533428 0.00460867 0.00421624 0.00437458 0.00340354 0.0041859 0.00333471 0.00473725 0.00471453 0.00543429 0.00412096 0.0060074 0.00331028 0.00357088 0.00509788 0.0035491
threshold=0.094385000000000011 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 0.09252500000000001 0.024640000000000006 0.12862000000000004 0.086480000000000015 -0.46879999999999994 0.10956 -0.10303999999999998 -0.115685 0.11401500000000002 -1.0000000180025095e-35 0.086245000000000016 0.084260000000000015 0.045635000000000002 -1.0000000180025095e-35 -0.016164999999999995 0.099240000000000009 -0.013084999999999998 -0.082994999999999985 -0.090054999999999982 -0.5172699999999999 -0.069909999999999986 0.092550000000000007 0.51789000000000007 0.091405000000000014 0.39574000000000004 -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 8 -2 -7 -11 -5 13 15 16 -13 17 -15 -17 -20 -19 22 23 -22 25 -23 27 29 -29 -10
right_child=4 2 3 11 -6 9 -8 -9 26 10 -12 12 -14 14 -16 18 -18 20 19 -21 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0035966013898734925 -0.0010385388900552835 -0.0032609336040048103 0.0027367078111555938 0.00072913522242802045 -0.00049010489647285439 -0.0028907417878824564 -0.0019905344693315129 -0.0031999008579800528 -0.00057449894010514065 0.0033906494767279708 -0.0017669802011265009 -0.0028899904670935022 -0.0034331116951675888 -0.0035910744923805448 0.0018868770469050047 0.00076445124994447026 -0.0035940720216183146 -0.0035910525707592376 -0.003593196168186704 0.00096810849033301765 0.0031895309045456418 -0.0028236136192136725 0.0026417184055658256 -0.0035923063790772023 0.0012885432784482773 0.0020535646994320205 -0.0014291984263106465 -0.0022204236728687208 0.0029582556480282061 0.0032368386264839924
leaf_weight=0.0064836998268447124 0.0069690666621653454 0.006507994993166121 0.012574098253367083 0.034569195561402921 0.049531087553177144 0.0087774156626494459 0.0081588156699581305 0.003063726506297825 0.003427815689178714 0.0052664177270571599 0.0060758079874858595 0.015935860529420864 0.0059855924617391301 0.0044592036757027378 0.015680215267764197 0.013906046315241838 0.0050739289295904646 0.0029544050339609376 0.006990871630989659 0.0041241136522671695 0.0024619288407734521 0.013719862271400984 0.015591700067489001 0.0039955794387438459 0.0091973105882061645 0.004269252499128128 0.0029595003215945317 0.004620613673466778 0.005218612283897528 0.038860106924346383
leaf_count=46 55 484 34 183 257 128 14 13 19 19 58 433 322 535 45 65 15 34 84 56 11 167 51 93 29 28 6 111 52 463
internal_value=0 -0.000329193 -0.000210175 -9.43993e-05 0.000342503 0.000784054 0.00124841 0.00165422 0.00189387 -0.000907198 0.000627808 -0.00031841 -0.000609636 -0.00046685 1.67238e-05 -0.00138074 -0.000458372 -0.000177515 -0.000419507 -0.00190077 0.000114145 0.000336477 0.00157321 -0.00100673 -0.000666556 -0.00166614 0.00226485 0.00247458 0.000526288 0.0029279
internal_weight=0 0.184481 0.177997 0.171489 0.142929 0.0933979 0.0732783 0.0651194 0.0620557 0.0201196 0.0113422 0.158915 0.124346 0.11836 0.0774034 0.0409569 0.0617232 0.0566492 0.025021 0.011115 0.05219 0.0492356 0.0220492 0.00645751 0.0271864 0.0179891 0.0550866 0.0521271 0.00983923 0.0422879
internal_count=3910 2715 2669 2185 1195 938 733 719 706 205 77 2151 1968 1646 1008 638 963 948 205 140 413 379 155 104 224 195 651 645 163 482
is_linear=0
shrinkage=0.00359063


Tree=758
num_leaves=31
num_cat=0
split_feature=484 150 1 42 13 148 4 0 52 52 38 15 42 2 15 3 3 48 48 474 15 457 2 4 2 51 156 42 402 16
split_gain=0.00876418 0.0116538 0.00971606 0.01009 0.0102918 0.00953019 0.00914592 0.0153142 0.0100414 0.00954737 0.00920984 0.010654 0.0168237 0.00991931 0.0143523 0.0131663 0.0153019 0.0146757 0.0131493 0.0130251 0.00931342 0.0140756 0.0138218 0.0105607 0.0188312 0.008709 0.00857125 0.00844747 0.00825907 0.00924663
threshold=-0.0043499999999999988 0.094545000000000018 0.12811000000000003 0.09901500000000002 0.41346500000000003 -0.084284999999999985 -0.49837999999999999 0.047345000000000005 0.10433000000000002 -0.42035499999999998 0.11225500000000001 1.0000000180025095e-35 0.08401500000000002 0.098195000000000018 -0.11739999999999999 -0.097604999999999983 -0.077894999999999978 0.086870000000000017 0.12862000000000004 0.080165000000000014 -0.11399999999999998 -0.0015249999999999997 0.096325000000000008 -0.0017649999999999999 0.089910000000000004 -0.40274499999999996 0.10613500000000002 -0.23141499999999995 -0.50199999999999989 -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 5 -5 -2 8 9 -7 -8 11 13 28 14 -11 -16 17 -17 27 20 -18 -22 23 -23 -25 -4 -27 -15 -13 -30
right_child=2 -3 25 4 -6 6 7 -9 -10 10 -12 12 -14 18 15 16 19 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00081710264227068401 -0.00095815462074489983 0.00065502107818287336 -0.00031536061267777515 -0.00078085059446507301 0.001176533861990116 -0.0011197691673275494 -0.0011721355426617193 0.00065465403149104551 0.000296578408567252 -0.0007638835864208441 -0.0011729120391947166 0.00088638059081788071 0.00035298836361166285 -0.001172637936247089 0.00080558779244517423 -0.0011723188004391896 0.0011058625011600403 0.00063124430363630706 -0.00064181959701571536 0.0011068640699728619 -0.0010522640984611357 0.00083598424402169804 -0.0010436567132574835 -0.00067059748858448146 0.00084212054930600218 0.00073827530909533357 -0.0009284084263767201 0.0006348354509992342 -0.00028921347865696375 -0.0010749141615000826
leaf_weight=0.03741727895146596 0.014202954850361493 0.0091978037194166973 0.018355120413616532 0.039161037529765963 0.0040714046917855731 0.019336057175678434 0.0096075656522600639 0.051731087225789452 0.010661620043947551 0.029604320325930189 0.008907396388167399 0.005213784676470822 0.042383621735140764 0.0036853162923762275 0.031494203734325765 0.02521821558698889 0.0098522735825099517 0.0082110331449030127 0.014048745866602985 0.017263120461393555 0.017293911837441556 0.029676609953980915 0.012417849002360981 0.0278667178363321 0.019002763074411178 0.054478195436388432 0.0045935166139088315 0.096713768699601133 0.0469052392907372 0.036619692206926402
leaf_count=588 75 24 24 380 1 124 181 118 14 144 17 22 347 14 48 265 6 28 20 27 21 57 14 86 26 267 25 316 161 470
internal_value=0 -0.000526632 -2.12324e-06 -5.01802e-05 -0.000596514 -1.00056e-05 1.34669e-05 4.82164e-05 -0.000616378 -1.5549e-05 7.4868e-06 2.96936e-05 -0.000254315 0.000138471 -2.86805e-06 0.000110746 -2.04477e-05 -0.00072932 0.000419921 0.000157227 1.60362e-05 -8.50129e-05 0.000103013 0.000289034 -5.72811e-05 0.000389616 0.000608671 0.000568489 -0.000544376 -0.000633687
internal_weight=0 0.0466151 0.708577 0.63115 0.0432324 0.587918 0.573715 0.543717 0.0299977 0.491986 0.482379 0.473471 0.131122 0.342349 0.227901 0.198297 0.166802 0.0334292 0.114448 0.133373 0.11611 0.106258 0.0889639 0.0765461 0.0468695 0.0774268 0.0590717 0.100399 0.0887387 0.0835249
internal_count=3910 612 3298 2982 381 2601 2526 2388 138 2270 2089 2072 1000 1072 722 578 530 293 350 237 210 204 183 169 112 316 292 330 653 631
is_linear=0
shrinkage=0.00117172


Tree=759
num_leaves=31
num_cat=0
split_feature=4 11 151 403 484 151 480 129 457 52 133 484 1213 159 130 124 1 15 1374 16 3 15 484 0 43 4 13 2 150 474
split_gain=0.00981733 0.0132614 0.0129935 0.0102001 0.00954672 0.00911682 0.00862882 0.00867663 0.007937 0.00818904 0.0085377 0.00810325 0.00840724 0.00773208 0.00789977 0.00782111 0.0104581 0.0202356 0.0137367 0.0109686 0.0101129 0.0106736 0.0097624 0.0121054 0.00781608 0.0101485 0.00930235 0.00813795 0.00816563 0.00755801
threshold=0.27608500000000008 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.073820000000000011 -0.08514999999999999 0.08456000000000001 -1.0000000180025095e-35 0.53894500000000012 -0.42985499999999993 -0.26719999999999994 0.091130000000000017 -1.0000000180025095e-35 0.11252000000000002 -0.23515499999999998 -0.50873999999999986 0.094385000000000011 -0.073314999999999991 -0.094679999999999986 -0.27337499999999998 0.082730000000000012 -0.017214999999999998 -0.0043499999999999988 -0.23029999999999998 -0.15648499999999999 -0.51381999999999983 0.17936000000000002 -0.0050599999999999994 0.08882000000000001 -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 -5 9 -9 -11 12 -12 14 -14 -16 18 -18 -17 -19 -21 -22 -20 -24 26 -26 -25 -27 -29 -4
right_child=2 -3 29 6 -6 -7 -8 8 -10 10 11 -13 13 -15 15 16 17 19 22 20 21 -23 23 24 25 27 -28 28 -30 -31
leaf_value=0.00081789547442982476 -0.0010882815087576621 -0.0011006443785481314 -0.0012478882072458029 -0.0012442634755981377 0.00044031084329170591 -0.0012439528205374936 -0.0012439538654124937 -0.0008997771594531185 -0.0011939786675411066 -0.0012443069097260743 -0.001243751852248649 -0.00081720664016705989 -0.0010749085677515644 -0.00092600497301083403 -0.0011263607798306049 -0.0012500342015629327 0.00098321734016178566 -0.00090469452478106577 -0.001063493981081898 0.00073727929265280658 -0.00079036638150143204 0.00040042670982810683 0.00094207538046072804 0.0010614384664310497 -0.0012451972618791414 -0.0010834831719331618 -0.0002870547464917918 0.00017064075335723508 -0.00086569933860485839 0.00055574950555620283
leaf_weight=0.0037730066192125369 0.009028214724821737 0.019612255711138005 0.0037530441159105967 0.0084787518092639402 0.0093225311165383573 0.027359438816020543 0.0087114190976933514 0.013869865464016584 0.0081486313283676282 0.0075425866244103182 0.0069253015216190752 0.014814766369966037 0.0078752014986775976 0.010364350427721547 0.0069657295825891188 0.011923833418222785 0.066072694743070315 0.014462073591857916 0.010475632822178227 0.038683847495065038 0.020669972711402806 0.026635511007953028 0.027437906413979363 0.023484687921154546 0.010036690954621008 0.0095005552775546676 0.011926068534307888 0.16648210777961481 0.012648494328345805 0.083817792342244957
leaf_count=12 20 160 4 58 60 828 207 243 14 169 196 144 19 123 17 31 186 20 200 113 21 42 21 28 19 44 38 382 74 417
internal_value=0 -9.48931e-05 0.000332023 -6.11515e-05 -0.000663531 -0.000994073 -1.63664e-05 3.60656e-06 2.36852e-05 4.28108e-05 6.87027e-05 8.86138e-05 0.000116422 0.000136226 0.000159888 0.000181147 0.000201367 0.000448761 5.62639e-05 9.72187e-05 0.000265725 -0.000119886 0.000113531 0.000160679 6.90862e-05 -2.68413e-05 0.000607276 3.7985e-05 9.74643e-05 0.000478451
internal_weight=0 0.604204 0.0965991 0.584592 0.040455 0.0311324 0.544137 0.535425 0.526947 0.518798 0.504928 0.497385 0.482571 0.475645 0.465281 0.457406 0.45044 0.166524 0.283916 0.100451 0.0859893 0.0473055 0.271992 0.261517 0.234079 0.198668 0.0354108 0.188631 0.179131 0.0875708
internal_count=3910 3469 441 3309 900 840 2409 2202 2144 2130 1887 1718 1574 1378 1255 1236 1219 382 837 196 176 63 806 606 585 519 66 500 456 421
is_linear=0
shrinkage=0.00124344


Tree=760
num_leaves=31
num_cat=0
split_feature=4 11 48 474 50 1456 1213 403 480 475 1 0 133 133 2 3 0 16 42 2 49 15 16 9 133 2 3 52 4 49
split_gain=0.00982395 0.0149366 0.0108324 0.011247 0.0106868 0.00864972 0.00885738 0.00835713 0.00843414 0.00847588 0.00841348 0.0168336 0.0134897 0.0121679 0.00957094 0.0183746 0.0120614 0.00965462 0.0090092 0.00848316 0.00969672 0.00838471 0.00836655 0.0125356 0.008138 0.00805536 0.00798619 0.00746859 0.00967488 0.00738771
threshold=0.27020000000000005 0.08184000000000001 0.11930500000000001 -1.0000000180025095e-35 0.11901000000000002 -1.0000000180025095e-35 -0.082704999999999987 -0.092224999999999988 0.08456000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.086895000000000014 0.048655000000000011 1.0000000180025095e-35 0.082730000000000012 -0.017269999999999997 -0.088144999999999987 -0.089744999999999978 0.08400500000000001 0.10960000000000002 0.024640000000000006 0.51388000000000011 -0.016839999999999997 0.10599500000000002 0.089070000000000024 0.15165000000000003 0.0074400000000000013 0.0021050000000000005 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 26 9 10 11 12 -9 14 16 -16 17 -12 -13 -17 21 25 23 -19 -20 -21 -8 28 -14 -27
right_child=2 -3 -4 4 -6 6 7 8 -10 -11 13 18 27 -15 15 19 -18 22 24 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00091292450257855382 -0.0013529770114897937 -0.0011942566042342693 -0.00062402743243756957 0.00081958467873653002 -0.00066792842091181574 -0.0013463799991792094 -0.0013464351393973856 -0.0012525425736148775 -0.0013465153332843467 -0.0012631872645453904 0.00016807398249105236 -0.001001095206549392 -0.001346488313095148 0.0010959145367122781 0.00098378839926196158 0.0013491577560239671 0.0012882360858382164 0.0013495615078999588 0.00031041961960933398 -0.00080517564406691491 0.00088974087000450645 -0.0010561752983673891 -1.3824158052334872e-05 -0.0013175790053572803 -0.0007676527955641139 0.00061160332192837453 0.0013490886836658503 -0.0013479210346982041 0.00091418415730102048 -0.00017644542063715733
leaf_weight=0.020488657283024736 0.0054023040147512793 0.021510391845026788 0.017527450160741864 0.076295582346517676 0.0098827913679997437 0.0090276669692883615 0.013813991607023013 0.036915733598036127 0.0080160175340466822 0.0088443412603851357 0.041199934306519026 0.012352911649770704 0.0044131445662003435 0.02522529287892894 0.052362907623887622 0.00870048786919142 0.0090792830833379412 0.003524492651649779 0.12280225802442146 0.019391929788980633 0.018485641436882361 0.016258750045608394 0.021584294761851197 0.033871119768036806 0.01414567990229898 0.036993292583247239 0.0023265052586793891 0.0056189874572964973 0.015385360908112489 0.051624176634277319
leaf_count=359 4 160 39 414 15 316 410 357 197 62 72 104 94 154 115 4 14 7 343 39 24 41 21 272 61 55 1 59 16 81
internal_value=0 -9.18724e-05 0.000345372 0.000530903 0.000648999 -5.31548e-05 -2.3397e-05 -2.90857e-06 2.42865e-05 4.39514e-05 6.49735e-05 -0.00014551 -0.000732991 0.000196647 0.000124191 0.000296492 -0.000197227 -0.000331854 9.97638e-05 5.88701e-05 -1.97697e-05 -0.000155065 -0.000681075 -0.0010662 0.000199063 -1.942e-05 -0.0009579 2.15936e-05 0.000410274 0.000152525
internal_weight=0 0.633963 0.109108 0.0915807 0.0861784 0.612453 0.591964 0.582937 0.566796 0.55878 0.549936 0.211634 0.0623332 0.338302 0.313076 0.203817 0.109259 0.10018 0.149301 0.151454 0.142754 0.124268 0.0589799 0.0373956 0.136948 0.108009 0.0161405 0.0254175 0.0197985 0.0886175
internal_count=3910 3438 472 433 429 3278 2919 2603 2192 1995 1933 1034 526 899 745 359 386 372 508 244 240 216 300 279 404 175 411 169 110 136
is_linear=0
shrinkage=0.00134594


Tree=761
num_leaves=31
num_cat=0
split_feature=1 1446 2 151 48 403 42 3 16 132 39 47 128 1375 1373 50 4 4 12 156 131 16 448 42 133 0 42 150 160 15
split_gain=0.00971914 0.00972652 0.00989076 0.00971774 0.00931189 0.0105361 0.0101546 0.00906978 0.00890692 0.0124836 0.00905001 0.00882946 0.0110086 0.0102204 0.0112361 0.0115731 0.011382 0.0113885 0.0115154 0.0096343 0.0104748 0.00863043 0.00814611 0.00798612 0.0078918 0.00775122 0.00771135 0.007638 0.00844267 0.00739148
threshold=0.085835000000000009 0.091520000000000018 0.14808000000000002 -0.083919999999999981 0.086870000000000017 0.090530000000000013 -1.0000000180025095e-35 -0.5217799999999998 0.070590000000000014 0.079995000000000011 0.16168500000000002 0.081320000000000017 0.086435000000000012 -0.43271999999999994 0.09586500000000002 0.11812000000000002 0.00096500000000000015 -0.0010999999999999996 0.088375000000000023 0.11896500000000002 0.089915000000000009 0.67964000000000013 -0.083359999999999976 0.097535000000000011 -1.0000000180025095e-35 0.076335000000000014 0.09901500000000002 -1.0000000180025095e-35 -0.059339999999999997 -0.19153499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 5 7 -6 -5 9 11 21 12 13 -2 15 16 17 18 22 20 -18 23 -15 -10 -13 -1 -9 -26 -29 -30
right_child=1 -3 -4 4 6 -7 -8 26 10 -11 -12 24 -14 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.0011879708357398515 -0.00049625578230895321 -0.0012372075176252341 0.0010055471856547794 0.0011782994914107878 -0.001243877899998001 -0.0012447341777125048 0.00059077061399797585 -0.00016680538213122685 -0.00092504572698494858 0.00097351069541155464 0.00097035512111890159 -0.0012446627078834178 -0.0012205793779184141 -0.00075790643158247975 -0.0010877125075144851 -0.0011326909963150515 0.0011432934484168682 -0.0010683232299007958 -0.00095873778924021136 -0.00049048219016348835 -0.00039978203484778883 0.00087567165769879751 0.00062657491911995329 0.00027249246412378155 -0.0010170164656931411 0.0012455512864899762 -0.0012456287083941373 -0.0010713144463808163 -0.00050854552914703912 0.00046191700092009652
leaf_weight=0.022117329991317547 0.02416289908978797 0.0085027676589390921 0.018094613018774908 0.0073826396692311383 0.0052913270839951556 0.015289108589541911 0.039379082639868557 0.18971989789805832 0.041638166969164558 0.026066607919574381 0.0071243764032260506 0.010714789835446936 0.0079871829821627216 0.0072350657646893515 0.007927567787191947 0.007098177418413342 0.063895094262989005 0.0098006739226548234 0.0093681341115825489 0.0076345231250343195 0.0076121276518392724 0.0061838494843868821 0.071584725170794172 0.010854692541556688 0.012297255276280339 0.0022275413502939037 0.010829018321160788 0.0091611918830949435 0.016464035461467574 0.046145799128282761
leaf_count=226 15 62 137 7 79 201 152 1355 273 104 7 38 79 9 17 47 249 34 182 10 36 16 198 21 26 2 178 44 30 76
internal_value=0 7.97242e-05 0.000105823 -0.000213133 -0.000144779 -0.000248486 0.000373452 -0.000175232 6.62073e-05 0.000146136 -0.000353052 7.85468e-05 0.000213003 0.000265936 0.000361778 0.000424152 0.000486539 0.000203267 0.000344584 0.000837271 0.000979029 -0.000513736 0.00049949 -0.000677414 -0.000239647 -0.000965305 -0.000225058 -0.000111555 4.35872e-05 0.000206722
internal_weight=0 0.437554 0.429052 0.292236 0.267891 0.223221 0.0446704 0.207932 0.410957 0.345156 0.0658011 0.319089 0.224306 0.216319 0.192156 0.184229 0.17713 0.0979886 0.0881879 0.0791417 0.0715072 0.0586767 0.0788198 0.0524929 0.0947831 0.0243449 0.200549 0.0840683 0.071771 0.0626098
internal_count=3910 1710 1648 2200 1972 1741 231 1540 1511 1194 317 1090 876 797 782 765 718 423 389 295 285 310 207 294 214 228 1533 176 150 106
is_linear=0
shrinkage=0.00124344


Tree=762
num_leaves=31
num_cat=0
split_feature=1429 159 15 51 15 2 480 3 1365 483 48 1374 0 1 15 133 48 51 39 42 43 130 151 13 394 15 43 15 38 1
split_gain=0.00290296 0.00341161 0.00312241 0.00521698 0.00406169 0.0040725 0.00374139 0.00364031 0.00363112 0.00335587 0.00347195 0.00438602 0.00482542 0.00674668 0.00555427 0.00476279 0.00435513 0.005748 0.00367131 0.00455627 0.00352366 0.00460607 0.00393372 0.0038283 0.00441437 0.00400108 0.00466258 0.00394157 0.00550945 0.00418221
threshold=-1.0000000180025095e-35 0.12072500000000001 -0.24219999999999997 0.11024000000000002 -0.19153499999999998 -0.13811499999999996 0.08456000000000001 0.31335500000000011 0.087320000000000009 0.083960000000000021 0.093225000000000016 -0.095439999999999983 -0.10575999999999998 1.0000000180025095e-35 -0.11739999999999999 0.084285000000000013 0.12862000000000004 0.13118000000000002 0.16168500000000002 -0.09602999999999999 -0.083899999999999988 -0.081379999999999994 0.084350000000000008 -0.09547499999999999 -0.082514999999999991 0.090325000000000003 0.079060000000000005 -0.053579999999999996 -0.073614999999999986 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 3 -2 -4 -6 7 8 9 10 11 -7 13 15 -15 -13 -12 -18 19 -14 21 -21 -23 25 -25 26 -22 29 -29 -26
right_child=2 -3 4 -5 5 6 -8 -9 -10 -11 16 12 18 14 -16 -17 17 -19 -20 20 23 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=-0.0033138209143234007 0.0024796897357035144 0.0035239818750767279 -0.0025071517705505279 -0.0012219494759605851 0.0029169407865720512 -0.0024309027091878035 -0.003520916489224442 0.0035208687175567071 -0.0035220271388945331 -0.0024922760084366666 0.0017150930744154079 -0.0028935624967603791 -0.0026570550721270788 -0.001571594672168693 0.0015868907634080552 0.001086762562787448 -0.0025128966080741181 0.0014781593926692968 0.0035253450258299051 -0.0033657674184149927 -0.0023535312545350717 0.001203212179104868 -0.0033705192511204168 0.0021202358935998823 -0.0023916810984032128 0.0029934870837709645 0.0012600704121469789 0.0018815378897205483 -0.0026375226571022335 0.0011238663313964958
leaf_weight=0.0059570515137998816 0.014811688938308976 0.0010660172711141058 0.0083138737298149579 0.0069236497018891887 0.0057668143925582163 0.0099488693379612414 0.003842853783115884 0.0035449570147534351 0.0037234551838594135 0.0066558492225503576 0.030088948723658859 0.0098609790787165252 0.011336317015739894 0.0079084408869789513 0.054074786530236452 0.0059872386088386511 0.008770564537215364 0.0091236242973309345 0.0028363752644509068 0.0034414160635805038 0.0080644823525517495 0.03433426018799679 0.0024999297688168545 0.0045187297561497522 0.0066042611238437124 0.0058030995675935051 0.0098037957166781098 0.0037271138608048196 0.032450143941067822 0.011487009734111098
leaf_count=179 289 2 89 22 57 53 244 61 34 194 172 74 215 30 231 36 38 39 2 39 48 330 26 99 202 18 38 12 953 84
internal_value=0 -0.00227592 1.15305e-05 0.00130056 -8.04752e-05 -1.23632e-05 -7.05263e-05 -2.42612e-05 -6.86609e-05 -2.26271e-05 3.76567e-05 -0.00014591 -4.00459e-05 0.000659827 0.0011839 -0.00138985 0.000897232 -0.000477996 -0.000437923 -0.000521769 -0.000324544 0.000528914 0.000892794 -0.000741402 -0.00122271 0.000453922 -0.000370855 -0.00150107 -0.00217195 -0.000159493
internal_weight=0 0.00702307 0.326254 0.0217353 0.304518 0.296204 0.290438 0.286595 0.28305 0.279326 0.27267 0.224687 0.214738 0.0778314 0.0619832 0.0158482 0.0479831 0.0178942 0.136907 0.134071 0.122734 0.0402756 0.0368342 0.0824586 0.0587873 0.0236714 0.0178683 0.0542685 0.0361773 0.0180913
internal_count=3910 181 3729 311 3418 3329 3272 3028 2967 2933 2739 2490 2437 371 261 110 249 77 2066 2064 1849 395 356 1454 1350 104 86 1251 965 286
is_linear=0
shrinkage=0.00352023


Tree=763
num_leaves=31
num_cat=0
split_feature=1453 150 1373 151 1375 49 2 2 403 484 151 1456 159 124 52 133 42 39 43 130 43 34 13 12 52 13 52 474 1 0
split_gain=0.00272915 0.00281862 0.00475481 0.00396027 0.004727 0.00419741 0.00697226 0.0059328 0.00357121 0.00479001 0.00359671 0.00450722 0.00348313 0.00388175 0.00325589 0.00392672 0.00361489 0.00668171 0.00508474 0.00468517 0.00421789 0.0038375 0.00371659 0.00601225 0.00529407 0.00512343 0.00494976 0.00512437 0.00367308 0.00343663
threshold=1.0000000180025095e-35 0.082085000000000019 0.098665000000000017 0.13635000000000003 -0.43271999999999994 -0.084114999999999981 0.092175000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073820000000000011 -0.03268999999999999 -1.0000000180025095e-35 -0.026594999999999997 -1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 -0.10770999999999999 0.16168500000000002 -0.069974999999999996 -0.24153999999999998 -0.0037249999999999996 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.11588000000000002 -1.0000000180025095e-35 -0.010284999999999997 0.085435000000000025 0.10752500000000002 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 9 -1 12 -12 -10 -14 -13 -16 17 -17 19 -18 -20 -22 24 -24 -23 -25 27 -27 29 -21
right_child=-2 2 -4 -5 5 -7 -8 -9 10 -11 11 14 13 -15 15 16 18 -19 20 28 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0032926264248949785 -0.0037394760362478127 -0.0012137402266994312 -0.0033800903141266892 -0.0029480727902385299 0.0037230309084663347 0.0024673187839330179 0.0021177965492526624 -0.0037386709599457045 0.002598166691118081 0.0015209371098932661 -0.0037366153769709974 -0.0027112782041112575 0.0019959835436202176 -0.0026313041071486802 -0.0030920418131639323 -0.0030205987324991158 -0.003251720560157443 0.0037406069254276239 -0.002320109572828541 1.8931567231031872e-05 -0.0029096232232258324 0.0019544215348058676 0.0037369778805784923 -0.0037368010002627808 -0.0023629262409954844 -0.003018285632073995 0.00064546152919930325 0.0013144521305385444 0.0029542353424159354 0.0020478243551819058
leaf_weight=0.010621370191033819 0.0027557549515826443 0.010166160560288517 0.0038407861837299597 0.0035376584664845714 0.0018768400696842491 0.030340753933728596 0.01250367211079606 0.0071602566465145366 0.0026131042692441033 0.0039608549309129168 0.0042434546728298264 0.0053947451484468436 0.0029464997564900832 0.01789739835182047 0.0048473386553027345 0.0099345321399084696 0.0030639479108458536 0.0025667953304946431 0.010223255048220636 0.025761478209730626 0.0052901418514323941 0.029127958294395739 0.0051255119243478467 0.0060563232372921041 0.0045880039795918029 0.012751276255301036 0.038058081073756966 0.0054323052409017683 0.017193537712799412 0.021270674122547462
leaf_count=833 67 14 23 31 31 293 63 57 37 56 267 226 19 233 195 101 15 2 181 341 47 143 14 144 39 58 119 35 155 71
internal_value=0 -5.8018e-06 0.000659805 0.000896388 0.00111558 0.00157201 0.000310942 -0.00218901 -0.000191409 -0.00198516 -7.98124e-05 7.45089e-05 -0.0014675 -0.00197719 0.000152755 0.000229513 0.000311474 -0.00163238 0.000443584 0.00126137 -2.81434e-05 0.000192015 0.000354247 -0.000152155 0.00136693 -0.00047213 -0.000120577 -0.00172389 0.00147667 0.000936515
internal_weight=0 0.318395 0.0694261 0.0655853 0.0620477 0.0518815 0.0215408 0.0090371 0.248969 0.0145822 0.234386 0.210929 0.023457 0.0208439 0.206686 0.201291 0.196444 0.0125013 0.183942 0.0672896 0.116653 0.10643 0.101139 0.0674235 0.033716 0.062298 0.0562417 0.0181836 0.0642257 0.0470322
internal_count=3910 3843 512 489 458 444 151 88 3331 889 2442 2153 289 252 1886 1660 1465 103 1362 582 780 599 552 370 182 356 212 93 567 412
is_linear=0
shrinkage=0.0037357


Tree=764
num_leaves=31
num_cat=0
split_feature=158 31 4 43 0 12 52 16 403 52 1446 42 133 123 448 1365 1373 133 453 1348 14 40 3 2 48 151 48 403 1212 160
split_gain=0.00262872 0.00280074 0.0028042 0.0063375 0.00492933 0.00455052 0.00369399 0.00500384 0.00317767 0.003167 0.00318486 0.00301547 0.00311955 0.00360499 0.00361452 0.00337279 0.00308594 0.0030766 0.00289809 0.00302387 0.00367077 0.00301338 0.00386619 0.00297984 0.00371403 0.00340871 0.00410957 0.00374133 0.00455126 0.00430045
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.49837999999999999 -0.52334499999999984 -0.017269999999999997 0.084100000000000022 -0.088779999999999984 -0.30307999999999996 -0.16616499999999998 -0.42985499999999993 0.091520000000000018 -0.11403999999999999 -0.26719999999999994 1.0000000180025095e-35 -0.080249999999999988 1.0000000180025095e-35 0.11103 -0.0023199999999999996 0.10097500000000002 0.088030000000000011 0.078275000000000025 0.34489500000000001 0.30601500000000009 -0.0050599999999999994 -0.092094999999999996 0.056555000000000001 0.093440000000000009 0.087440000000000004 -0.5172699999999999 -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 8 -6 -7 -8 -4 -10 11 -11 -13 15 -15 16 18 -16 19 20 21 22 23 -14 -25 27 -27 29 -29 -26
right_child=-2 2 4 -5 5 6 7 -9 9 10 -12 12 13 14 17 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0033868405385418807 -0.0028109992813063643 0.0019787371886917193 -0.0033011868469173923 -0.0027039526487310553 0.0024875956275330802 0.0026720639333931121 0.0022361004221700957 -0.0018285694074619469 -0.0028408990815216892 -0.0019211702657930209 -0.0033686976982107773 -0.0026989631467458407 -0.0015197040625269747 -0.0029549781465199919 -0.0024619287509271325 -0.0026750176546709598 -0.0033853937583246414 0.0033333950867870058 -0.0029580067920499686 0.0033793355704119007 -0.0026786962650808929 -0.0033849326345890885 0.0033841295803062449 -0.0026470518542187878 -0.00035828605915116452 -0.0027017158397311127 0.00045417744227695318 0.0024568249307377658 -0.0031251406264753735 0.0010361068776273351
leaf_weight=0.0027726133015875112 0.0038520936457988588 0.0045989816353539928 0.0035588811690399061 0.011794369806011673 0.016926862464828218 0.0050813661325719286 0.0049272263620423447 0.011702347373542922 0.0046676515855885716 0.0088273409800851965 0.0032205251673413917 0.004485896192989002 0.01071030237199011 0.001494653553891113 0.0011836528070716676 0.0050797564607734094 0.0028418744844600488 0.0091990176407819035 0.0033453077144258705 0.0034038077889135812 0.0050706121239869608 0.0025922416011781016 0.0045070833648992439 0.0047000328722788245 0.033144920439703185 0.0084676997265020759 0.010684036476902747 0.0022950895971689533 0.0061619297163666431 0.10727245549655784
leaf_count=110 167 8 326 155 125 43 27 43 244 157 121 192 63 4 14 60 16 152 18 31 58 15 90 24 552 64 16 32 182 801
internal_value=0 1.69117e-06 -2.93929e-05 -0.00139027 4.87342e-05 0.00117253 0.000147251 -0.000624236 -0.000127121 -8.07025e-05 -2.67257e-05 1.89829e-05 9.45493e-05 0.000150958 0.00196452 4.85204e-05 0.000115943 0.00267271 0.000165116 0.000217614 0.000162596 0.00023821 0.000288183 0.000212114 0.0003195 0.00040248 -0.000941161 0.000575331 -0.00161029 0.000706966
internal_weight=0 0.304719 0.301946 0.0163934 0.285553 0.0386378 0.0217109 0.0166296 0.246915 0.243356 0.238688 0.235468 0.22664 0.222154 0.0118773 0.210277 0.205197 0.0103827 0.202356 0.19901 0.195606 0.190536 0.187944 0.183436 0.172726 0.168026 0.0191517 0.148874 0.00845702 0.140417
internal_count=3910 3743 3633 163 3470 238 113 70 3232 2906 2662 2541 2384 2192 170 2022 1962 166 1946 1928 1897 1839 1824 1734 1671 1647 80 1567 214 1353
is_linear=0
shrinkage=0.00338353


Tree=765
num_leaves=31
num_cat=0
split_feature=1213 475 1453 1429 160 4 160 150 133 11 48 457 457 4 130 148 128 4 52 15 4 15 52 1373 52 393 3 9 52 1
split_gain=0.00260434 0.00320119 0.00259934 0.00251788 0.00302376 0.00295037 0.0032857 0.00427798 0.0057405 0.00315736 0.004682 0.00330006 0.0059768 0.00383098 0.00490885 0.00380334 0.00297278 0.00280258 0.00477633 0.00306891 0.00460167 0.00368806 0.00653819 0.00436801 0.00428462 0.00384012 0.00363931 0.00349841 0.00336039 0.00292747
threshold=-1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 -0.092169999999999988 0.50657000000000008 -0.092169999999999988 -0.22988499999999998 -0.031394999999999992 0.088315000000000018 -1.0000000180025095e-35 -0.0034949999999999994 -0.14941999999999997 0.25367000000000006 -1.0000000180025095e-35 0.089690000000000006 0.10681000000000002 -0.49837999999999999 0.11110500000000002 -0.095799999999999982 -0.0010999999999999996 -0.074174999999999977 -0.090304999999999983 -1.0000000180025095e-35 0.11401500000000002 0.087665000000000007 -0.15002999999999997 0.037245000000000007 0.12897500000000003 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 -1 3 4 -2 6 7 -5 -9 11 -11 12 -8 15 -15 16 17 18 -13 20 -19 22 29 -23 25 27 -26 -25 -22 -21
right_child=2 -3 -4 5 -6 -7 9 8 -10 10 -12 13 -14 14 -16 -17 -18 19 -20 21 28 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0036634943465750427 0.0026348765218496967 -0.0029442531375864435 -0.0036659321664098145 0.0020399875407683117 -0.0036653137500151133 0.0026461247053491677 0.0020481816382095014 0.0018824028794520345 -0.0030959656843447302 0.0029992541882461498 -0.002669542824650711 -0.002606013655432231 -0.0024967657832514339 -0.0025411969019774692 0.0021559365998001338 -0.0036645197870928429 -0.0036648996884573195 0.0021084304697136032 0.002635314097324514 -0.0036636225938372746 -0.0022854457339276648 -0.0036709182090441167 0.0025951018530238606 0.00090284335735972933 0.0036586061695269858 -0.0033952394377225691 -0.0032226376707552048 -0.0031292674706629689 0.0020899285139576954 0.0023570660531974617
leaf_weight=0.0011379239149391651 0.0013065828082492459 0.0072438973443844645 0.0025388373123025323 0.004237541332258842 0.0046888624382503954 0.0060039307559804902 0.0054335120335053935 0.0039450070703850306 0.014622901296359458 0.0024076504487311476 0.010379004704518024 0.0096202839874024448 0.013583862821519688 0.0033688887806420089 0.026148858982324441 0.003352220164742902 0.0025389581410415465 0.0057528207930062072 0.0030784011469222614 0.0037193967018325216 0.015909277648354703 0.00350576946482306 0.024462908500424874 0.10120153205427584 0.0012227865631757595 0.0030293105359078245 0.0065704741562377924 0.0029710836158756129 0.0027635059644808271 0.0015284542333802165
leaf_count=4 28 588 62 6 152 209 39 56 382 8 88 84 170 19 209 12 74 87 3 91 129 16 188 919 3 98 107 42 21 16
internal_value=0 -0.00204718 2.36322e-05 5.62304e-05 -0.00229232 0.000106275 5.08956e-05 -0.00128046 -0.00203824 0.000171118 -0.00160214 0.000265687 -0.00119822 0.000391804 0.00161985 0.000202243 0.000271237 0.000325159 -0.00133542 0.000447306 -0.000755553 0.00064554 0.00179935 0.000356256 0.000479029 0.000669639 -0.00214295 0.000787844 -0.00163791 -0.00191008
internal_weight=0 0.00838182 0.289893 0.287354 0.00599545 0.281358 0.275354 0.0228054 0.0185679 0.252549 0.0127867 0.239762 0.0190174 0.220745 0.0295177 0.191227 0.187875 0.185336 0.0126987 0.172637 0.0244256 0.148212 0.0297108 0.118501 0.114995 0.107202 0.00779326 0.104173 0.0186728 0.00524785
internal_count=3910 592 3318 3256 180 3076 2867 444 438 2423 96 2327 209 2118 228 1890 1878 1804 87 1717 237 1480 295 1185 1169 1059 110 961 150 107
is_linear=0
shrinkage=0.00366245


Tree=766
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 47 15 48 44 50 1 0 156 3 15 48 52 3 3 403 43 2 13 151 48 151 3 12 43 2 133
split_gain=0.00264584 0.00456621 0.00421771 0.00686289 0.00345562 0.00455668 0.00599175 0.00458924 0.00456305 0.0041083 0.00420163 0.00316606 0.00299055 0.00326229 0.00356596 0.00303906 0.00425762 0.00366214 0.00363842 0.00303571 0.00328783 0.00381828 0.00290885 0.00297941 0.00297104 0.00290371 0.00365325 0.00462884 0.0033399 0.00409349
threshold=0.094385000000000011 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 0.09252500000000001 0.024640000000000006 0.12862000000000004 0.086480000000000015 0.11843500000000001 0.10956 -0.10303999999999998 0.11896500000000002 -0.115685 -1.0000000180025095e-35 0.084260000000000015 0.11401500000000002 0.086245000000000016 0.045635000000000002 -1.0000000180025095e-35 0.098320000000000005 0.11085000000000002 0.14810000000000004 -0.016164999999999995 0.099240000000000009 -0.083559999999999982 -0.089974999999999986 0.088590000000000016 -0.14839499999999997 1.0000000180025095e-35 -0.17468499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -7 -11 -2 19 14 -14 16 17 18 -15 20 21 -5 24 -24 -16 -20 28 -28 29 -27
right_child=4 2 3 12 -6 9 -8 -9 -10 10 -12 -13 13 15 22 -17 -18 -19 25 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0034560615982051021 0.0023270203958424152 -0.0031304453039965822 0.0025618269813371783 0.0010973993013812619 -0.0004263374567181223 -0.0027030749719591839 -0.0017422413120806797 -0.0029881367940537058 -0.0015993762479050253 0.0032179080537646874 -0.0014129698899207285 -0.0012927387047403699 -0.0027169078821374227 -0.0034515705494629896 -0.001241534029791164 -0.0034531452760754385 0.0016392472839663079 -0.0034543479943757614 -0.0015657376891768861 -0.0021973738605120213 0.0033548370947480933 -0.0026489310363676838 -0.0034532804070308057 0.00034228529552895039 0.0020757900002123762 0.0029235283092612441 0.0011414238768743855 -0.0034522505598073038 0.0019323910156133503 -0.0032946654914313297
leaf_weight=0.0053533150446583013 0.045919843324142562 0.0056968205331955337 0.01068015033354186 0.017995391950620387 0.044314260218413892 0.0075779323406948143 0.0072827841158868969 0.0024955565918389757 0.0043213255560203825 0.0043128631263016359 0.005085130649263192 0.0030705143181251051 0.014818546013595224 0.0037296175743044549 0.0059915420284823995 0.0031593752093606034 0.014922760379761257 0.0044196044166540096 0.0098344824582881074 0.0039650233377415125 0.0057483683754071526 0.0039520223647855337 0.0061115871424952672 0.004126533722228487 0.0069409287050348212 0.0019465113470005235 0.005209692976450242 0.005241303929878427 0.019632126120718851 0.0035804298474317866
leaf_count=46 615 484 34 109 257 128 14 13 29 19 58 62 530 535 46 182 45 15 90 21 12 41 101 78 23 6 9 166 92 50
internal_value=0 -0.000321416 -0.000215009 -0.000105745 0.000346895 0.000774858 0.00120194 0.00158615 0.00180027 -0.000812354 0.000712201 0.00210015 -0.000307337 -0.000577087 -0.00139471 -0.000143735 8.86596e-06 -0.000445101 -0.00017464 0.000627012 0.00103136 0.000422806 -0.000549117 -0.00192346 0.000538892 9.42965e-05 0.00055275 -0.00116236 0.0012652 -0.0011047
internal_weight=0 0.163056 0.157703 0.152006 0.12438 0.080066 0.06309 0.0558072 0.0533117 0.0169759 0.00939799 0.0489904 0.141326 0.109665 0.0379891 0.0716759 0.0685165 0.0535938 0.0491742 0.0316608 0.0276958 0.0219474 0.0231706 0.0102381 0.0129325 0.0454445 0.0356101 0.010451 0.0251591 0.00552694
internal_count=3910 2715 2669 2185 1195 938 733 719 706 205 77 677 2151 1968 778 1190 1008 963 948 183 162 150 248 179 69 413 323 175 148 56
is_linear=0
shrinkage=0.00345121


Tree=767
num_leaves=31
num_cat=0
split_feature=158 1 151 0 151 0 0 1429 48 1446 2 16 1 13 13 15 39 3 133 4 43 133 133 12 38 2 1373 16 12 0
split_gain=0.00236723 0.00260233 0.00370378 0.00349013 0.00303196 0.00345414 0.0042259 0.00345269 0.00322681 0.0030086 0.00311489 0.00295023 0.00474086 0.0027566 0.00479455 0.00323807 0.00350226 0.00331779 0.00311153 0.0034555 0.00409368 0.00274287 0.0035903 0.00305358 0.00409964 0.00399783 0.00314489 0.00327093 0.00335532 0.0031099
threshold=0.11034000000000001 0.085835000000000009 -0.083919999999999981 0.076335000000000014 -0.081989999999999993 -0.084074999999999997 -0.10071499999999999 0.084920000000000009 0.091555000000000011 0.091520000000000018 0.14808000000000002 -0.50763499999999995 1.0000000180025095e-35 -0.5337599999999999 -0.10241499999999999 0.083935000000000023 0.091635000000000008 -0.5217799999999998 -0.090054999999999982 -0.083329999999999987 -0.27619499999999997 -0.26719999999999994 -0.15498499999999996 -1.0000000180025095e-35 0.11976000000000002 0.094825000000000007 0.09586500000000002 0.050115000000000007 0.097345000000000015 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 13 10 21 -6 -13 -7 -15 16 17 -16 -17 -20 -21 -3 -23 24 25 29 27 -25 -29 -24
right_child=-2 9 4 -5 5 8 -8 -9 -10 -11 -12 12 -14 14 15 18 -18 -19 19 20 -22 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0032020919400089524 -0.0027897787144729592 -0.0031852352287159145 0.0025570599085344655 0.00338618117218004 0.0011482195330137085 -0.0033869348246569351 -0.0033841706563429688 0.0032436768370374181 0.0018755613801835767 -0.0033652817708248492 0.0026202864422689301 -0.0033856855862230001 0.0001581619306094742 0.0021566552741127823 0.0013187612020856938 -0.0033850870816920764 0.0019055935358010003 -0.0022353776359016315 0.0024905524089978773 0.0030092838994394654 -0.0033842531853207178 0.0030553059546742033 -0.00065745453319810451 0.00034620156791600597 -0.003323776234205207 0.0030622440706940795 -0.0033850247819098437 -0.0021050058898959747 0.00055891066389850792 0.0033856129371407245
leaf_weight=0.0081074072138420661 0.0035146059634811868 0.0026287782971508014 0.0043503623529943516 0.0010384418856119746 0.0057324410865646725 0.0029407429974526158 0.0078596894457465573 0.0024835635081430487 0.010157741107917673 0.0025496461267380246 0.0065714585283416218 0.0088371724920079942 0.0084576977178585366 0.0094825880119060457 0.0035457399935694403 0.0018756184609500784 0.0035646538877074354 0.019787186764617104 0.0091016928273077724 0.0018158256923470608 0.0031103281479403239 0.0052290963765813095 0.0092965392151285187 0.09188601342842162 0.0020618110593204611 0.011685029722343643 0.0031139401776272271 0.014112152423038538 0.0087810604114650914 0.0028444486751624263
leaf_count=223 167 57 21 2 46 3 674 8 76 53 135 123 80 28 7 94 19 275 143 14 271 35 123 689 11 141 22 217 85 68
internal_value=0 4.8897e-06 -0.000390442 -0.00245404 -0.000207388 -0.000329171 -0.00121493 -0.000546599 0.000122912 0.000280926 0.000339686 -0.000955392 -0.00165264 -0.000199462 -2.01801e-05 -0.000502459 -0.00121807 -0.00169528 0.000707853 0.00125511 -0.00102754 0.000240854 0.000301295 0.000201136 0.00125339 0.00164948 -2.99256e-05 6.10977e-05 -0.00108322 0.000289775
internal_weight=0 0.273009 0.112249 0.00914585 0.103103 0.0987527 0.0333706 0.0255109 0.0653821 0.16076 0.15821 0.0230273 0.0172949 0.0552244 0.0522836 0.042801 0.0268976 0.0233329 0.0159035 0.0140278 0.00492615 0.151639 0.14901 0.143781 0.0258878 0.023826 0.117893 0.114779 0.0228932 0.012141
internal_count=3910 3743 2107 225 1882 1861 931 257 930 1636 1583 249 203 854 851 823 301 282 522 428 285 1448 1391 1356 343 332 1013 991 302 191
is_linear=0
shrinkage=0.00338353


Tree=768
num_leaves=31
num_cat=0
split_feature=4 11 151 1211 484 150 160 1213 40 475 148 150 403 1375 151 401 130 1 150 156 43 42 131 4 0 13 12 52 42 1
split_gain=0.0108857 0.0174608 0.011222 0.0106742 0.00875065 0.0138039 0.010122 0.0104144 0.0098784 0.00949575 0.00887722 0.00860541 0.00858861 0.00848533 0.00777483 0.0078699 0.00770991 0.0082857 0.0100353 0.0111402 0.00958088 0.0120879 0.010861 0.010923 0.0119935 0.0105503 0.011702 0.00958459 0.010154 0.00765327
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 -0.092169999999999988 -1.0000000180025095e-35 0.0034800000000000005 -0.086004999999999984 0.089690000000000006 0.081245000000000026 -0.084084999999999979 -0.012944999999999998 -0.098594999999999988 0.078330000000000025 -0.23515499999999998 0.099595000000000017 0.15024000000000001 0.096585000000000018 -0.15648499999999999 0.091955000000000023 0.021890000000000003 -0.49837999999999999 -0.045139999999999993 0.17936000000000002 0.051320000000000005 -0.11051499999999999 0.091735000000000025 0.11774500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 13 -8 12 29 -9 -6 -15 -16 -14 20 19 -19 25 22 23 -22 27 -18 -27 28 -25 -4
right_child=2 -3 11 -5 6 -7 7 10 -10 -11 -12 -13 16 14 15 -17 17 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0011062136507968977 -0.0011399024397940149 -0.0010985981564969379 2.5485350885938243e-05 -0.0012693541926077402 0.0010112490767966887 0.00071524269064768557 0.0012692608756132955 -0.00088929692459381691 0.001065145004844593 -0.0011826654586145273 -0.0012447238764505052 0.0012691798841928433 -0.0010306587609051445 0.00055293230192727768 -0.0012509670761342055 0.00099733533067233784 0.0011252777744766274 0.00061960830626009965 -0.00087003556936978755 -0.00069098003895152462 -0.00086658040456501055 -0.00096312284452284105 -0.0010955202774448861 -0.0012692935202703519 0.00072218437868755685 0.00085321661393435481 -0.0012703371598627949 0.00011688741598172938 0.0012721801752026941 0.00080678635211176388
leaf_weight=0.026444148027593428 0.0078782352538837586 0.026911602561199288 0.062725681936626643 0.011440109163061152 0.0041636280515149329 0.0089609307638056634 0.0029698516009375444 0.013379434366072473 0.0055997246086008081 0.017586046792885668 0.0078646764959557913 0.016572312668586164 0.0088753652343029898 0.0052956596628064281 0.034747565551356274 0.0026989761885829458 0.025823798796409392 0.12169670368416519 0.0090912973173544742 0.011411360656666147 0.017570788513808111 0.02062659220388241 0.012836719040365097 0.015251171216931425 0.050085579212463927 0.0086817775008967146 0.0080401871857134211 0.17623631393132655 0.0030314638279378405 0.029725553441096508
leaf_count=546 20 160 119 219 12 21 4 317 8 429 21 100 24 18 371 19 27 285 8 51 50 110 62 131 57 19 23 445 1 233
internal_value=0 -9.81124e-05 0.000321925 -5.54026e-05 -3.29657e-05 -0.000645208 4.17922e-06 5.67018e-05 -0.000527052 -0.000828419 9.2342e-05 0.000427559 0.000113263 -0.000717132 -0.000885498 -0.00108892 0.000140679 0.00016232 0.000419197 0.000507252 5.43091e-05 -2.66749e-05 4.3561e-05 9.93331e-05 0.000168718 0.000617045 -0.000167822 2.62091e-05 -0.000847889 0.000276695
internal_weight=0 0.657321 0.116902 0.63041 0.61897 0.0354051 0.583565 0.531059 0.0525056 0.0205559 0.510503 0.109024 0.502639 0.0469058 0.0427422 0.0374465 0.489259 0.480384 0.142199 0.133108 0.338184 0.295639 0.275012 0.262175 0.244605 0.0425458 0.016722 0.194519 0.0182826 0.0924512
internal_count=3910 3438 472 3278 3059 567 2492 2064 428 433 1631 452 1610 420 408 390 1293 1269 344 336 925 856 746 684 634 69 42 577 132 352
is_linear=0
shrinkage=0.00126831


Tree=769
num_leaves=31
num_cat=0
split_feature=1456 403 11 39 51 13 132 457 133 1213 49 52 52 12 4 160 403 16 0 0 133 16 13 151 133 3 448 42 16 16
split_gain=0.00705564 0.00730477 0.00739689 0.0076786 0.0102155 0.00898813 0.00881911 0.00903725 0.00992318 0.00899614 0.00871348 0.0096384 0.00814724 0.012509 0.0111027 0.00947685 0.0101087 0.0118388 0.00774133 0.00831808 0.00792867 0.00759984 0.00756581 0.00749609 0.00774539 0.00727066 0.00726873 0.00709032 0.0103135 0.00692654
threshold=-1.0000000180025095e-35 -0.16616499999999998 0.088160000000000002 0.005105000000000001 -0.40274499999999996 -0.10023999999999998 0.079995000000000011 0.082870000000000013 0.084285000000000013 -1.0000000180025095e-35 -0.047309999999999998 -0.0041199999999999995 0.071660000000000015 0.091555000000000011 -0.23071499999999998 -0.40446999999999994 0.088015000000000024 -0.19424999999999998 -0.073129999999999987 -0.10131499999999999 -0.17468499999999998 -0.50763499999999995 -0.091849999999999987 -0.083274999999999988 -0.26719999999999994 0.11265500000000002 -0.080249999999999988 -0.0060199999999999993 0.25185000000000007 -0.080824999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 7 8 12 -8 -9 -12 14 15 -7 -14 17 -17 19 -16 -21 -3 -10 -23 -25 26 -6 28 -28 -11
right_child=1 2 -4 4 25 6 9 10 22 29 11 -13 13 -15 18 16 -18 -19 -20 20 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0007797182226811836 -0.00093691301196015503 0.0010322493192496392 -0.00057576577968684059 -0.0012695054994638875 -0.0011509005920019078 -0.0012699186395822841 -0.0012688351237688323 0.00052785178428782617 0.00088723868787734703 -0.0010418934218459925 -0.00085672642743269019 0.0008881205921190059 -0.0012689341341617353 -0.00097178466973598006 -0.00017334243134710446 -0.00068191431568694419 -0.0012693558466625062 0.00089413406725942978 0.00035300318773355468 0.00074542082340143991 -0.0011172589479241375 -0.00086316741393918531 -0.0012693436338839785 -0.0012693300595146206 0.00043667707403498252 -0.00034099090777354741 -0.00070462837231991145 0.0011018703996334446 0.0011606873690807446 0.00094684225887245303
leaf_weight=0.019640650738296017 0.013318672211127591 0.020062736925410718 0.032549226104038098 0.0054602384351483116 0.0032265413974528192 0.018283036052707757 0.0040321455910543582 0.052187814371109198 0.0029651742030409869 0.0031348530142167865 0.018499728974575191 0.007027048630789067 0.0052508573265868099 0.013397069277516493 0.10083510281981489 0.0090767137826333055 0.0047782343656592721 0.049361393603760462 0.030133903076404067 0.0041789247114252239 0.030545094412929075 0.010101255321330882 0.022274967549677172 0.0046156612743573069 0.059022055840841858 0.012908476797974799 0.010208464157130948 0.040840962272739034 0.0089473208886374778 0.027800233310614431
leaf_count=369 331 34 146 20 4 95 52 88 23 31 72 27 65 185 171 19 66 279 144 47 374 24 483 37 206 37 42 315 14 110
internal_value=0 -7.68669e-06 1.25454e-05 4.56091e-05 0.000406246 -1.35291e-05 -9.56926e-05 -0.000153411 -0.000255999 0.000513055 0.000230833 -0.000376402 -0.000183842 0.000149013 -0.000331953 0.000368321 0.000504314 0.000649339 -0.000228455 -0.000357709 -0.000893091 0.000340137 -0.00101599 0.000151829 0.00031294 0.000526432 0.000703536 0.000803265 0.000166627 0.000745311
internal_weight=0 0.625024 0.611705 0.579156 0.081592 0.497564 0.403762 0.368795 0.29108 0.0349672 0.0777146 0.0255268 0.26584 0.0818643 0.183976 0.0684672 0.0632163 0.0584381 0.165693 0.135559 0.034724 0.0938017 0.0252401 0.073739 0.0636377 0.0761318 0.0632233 0.0599967 0.0191558 0.0309351
internal_count=3910 3541 3210 3064 432 2632 2331 2138 1951 193 187 99 1445 614 831 429 364 298 736 592 421 301 506 267 243 412 375 371 56 141
is_linear=0
shrinkage=0.00126831


Tree=770
num_leaves=31
num_cat=0
split_feature=1213 475 403 13 1456 453 1373 52 133 1 11 52 15 43 130 42 156 130 1456 14 124 151 49 40 13 43 104 50 1212 48
split_gain=0.00232194 0.00281005 0.00248664 0.00267748 0.00250304 0.00272418 0.00254565 0.00260126 0.00312496 0.00313497 0.00345485 0.00284001 0.00335461 0.0038501 0.00291939 0.00280758 0.00283485 0.00269853 0.00307179 0.00264923 0.00328345 0.00323628 0.00426696 0.00274858 0.00261723 0.00553674 0.00373237 0.00331955 0.00408105 0.00303668
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 -0.15355999999999997 -1.0000000180025095e-35 0.089535000000000017 0.11103 -0.42985499999999993 -0.26719999999999994 0.11368000000000002 0.095930000000000015 0.11588000000000002 -0.09547499999999999 -0.18906999999999999 -0.10152499999999999 -0.14127499999999996 0.10613500000000002 -0.24153999999999998 0.094205000000000025 0.078495000000000023 -0.077709999999999987 -0.090394999999999989 -0.12164499999999999 -0.081239999999999993 0.16421000000000002 -0.15648499999999999 1.0000000180025095e-35 0.082725000000000007 -0.47181499999999993 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -9 10 11 14 -13 -14 -10 -11 17 -17 -19 20 -16 22 -22 -23 25 -25 27 29 -29 -27
right_child=2 -3 4 -5 5 -7 -8 8 9 15 -12 12 13 -15 19 16 -18 18 -20 -21 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0034520820605126157 0.002722321332171998 -0.0027092142533263436 -0.001850828109824033 -0.0032178592310822705 -0.0020837857310690168 -0.002203739661319387 -0.003096055502967654 -0.0027241476908970432 -0.0034523846741413076 -0.00085337562149671506 -0.0033924646726469269 0.0011061703109509914 0.0023704940301949636 -0.003452677124850419 0.0026654067935134368 -0.0024004657018508054 -0.0024059499186046096 0.0022213392516945837 -0.0026101114254796021 -0.0018173635367911888 0.0034541852485605205 -0.0015907030871586533 -0.0024934503139895942 0.0032987801535055844 -0.0011115170257976566 0.00091121835162214881 -0.0029323887686335082 0.0034565951251272764 -0.0027870029379886293 -0.0017778277736281633
leaf_weight=0.001015300105791539 0.0011017535489372676 0.0066993821451575277 0.0078175277715910596 0.0050300691602274119 0.0056861404238759397 0.0058129256468788517 0.0027828596668371111 0.0040601985266235366 0.002409425051681068 0.0069643138783135319 0.0032441444054711601 0.0046935221247963463 0.0016311363031533696 0.007912978977575591 0.007646679044512438 0.0017606860940304605 0.0020552541238174618 0.031795605091801349 0.0016486636850459027 0.0063352487777024171 0.0017213441897183665 0.0072550304976743965 0.0086888891289973458 0.0092040935201964658 0.010027877687889486 0.10477201504472688 0.0036136830640316467 0.0015568416565656662 0.0062640791716397359 0.0052527801817632272
leaf_count=4 7 588 329 444 287 47 19 199 37 19 23 41 20 226 126 6 39 377 20 39 2 31 134 26 43 597 18 1 154 7
internal_value=0 -0.00189835 2.20139e-05 -0.00215054 7.27413e-05 0.000131759 0.000186285 0.000223386 0.000277931 0.000329481 0.000138875 0.000199495 -0.00128269 -0.00245747 0.000320256 0.00115798 0.00153392 0.00176393 0.00198317 0.000373001 0.000456592 0.000349934 -0.00151 0.000480808 0.00058763 0.000718032 0.000522465 0.000628406 -0.00154414 0.000782838
internal_weight=0 0.00771468 0.268746 0.00613182 0.262614 0.254796 0.248983 0.246201 0.240514 0.236454 0.19223 0.188986 0.0142376 0.00954412 0.174748 0.0442245 0.0372602 0.035205 0.0334443 0.172339 0.166003 0.158357 0.0104102 0.147946 0.140691 0.130663 0.121459 0.117846 0.00782092 0.110025
internal_count=3910 592 3318 451 2867 2538 2491 2472 2185 1986 1525 1502 287 246 1215 461 442 403 397 1178 1139 1013 136 877 846 803 777 759 155 604
is_linear=0
shrinkage=0.00345121


Tree=771
num_leaves=31
num_cat=0
split_feature=1 12 3 40 51 47 4 50 48 3 2 48 3 49 51 52 47 48 52 40 0 160 13 376 52 43 2 15 4 160
split_gain=0.0144277 0.0128347 0.0142173 0.0121156 0.0115995 0.00986693 0.0153147 0.0156124 0.0148222 0.0093829 0.00911927 0.00908936 0.00809054 0.0111359 0.00853495 0.00834299 0.00785775 0.00735727 0.00721789 0.00778374 0.0104238 0.00718695 0.00752408 0.00637859 0.00635607 0.00624047 0.0118689 0.0069423 0.00948109 0.00674591
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16699000000000003 0.34489500000000001 -0.40274499999999996 0.13177500000000003 -0.034289999999999994 0.11515000000000002 0.11028500000000001 -0.115685 0.12168500000000002 0.095825000000000007 0.084925000000000014 -0.085974999999999982 0.08955500000000001 -0.087094999999999992 0.085165000000000018 -0.065359999999999988 -0.012244999999999997 -0.0079899999999999988 -0.14293499999999998 -0.098319999999999991 -0.082014999999999991 0.090715000000000004 0.09086000000000001 0.098320000000000005 0.11085000000000002 0.079360000000000014 -0.34687499999999999 -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=9 3 5 4 -2 6 -3 8 10 16 11 21 23 -14 15 -15 25 -4 -6 20 -20 -8 -23 -11 -17 26 27 28 -1 -30
right_child=1 2 17 -5 18 -7 7 -9 -10 12 -12 -13 13 14 -16 24 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00092858640155857959 -0.0012697655363499568 -0.0009782224336012731 -0.00060920769717296385 -0.0012696727516761739 0.0012280011012782348 -0.00094569955698197968 -0.0009758442351601648 -0.001269606670646236 -0.00055162698187258957 -0.00068453935636682782 0.0012692884922548471 0.0012702897989403316 -0.0012707133343612888 -0.00066341487064200118 -0.00082161342052030565 0.00058533178643490951 0.0010441607780952925 0.0012691508760590514 0.001269028921586103 0.0012691991613400448 -0.00071571739530326196 0.0010266246687107464 -2.2588512271733768e-07 0.00088963860919170099 -0.00026893398482781756 -0.0012703487724998383 0.001195244939092026 -0.0012693276753523194 -0.00020000106457235443 0.0010774686913663256
leaf_weight=0.013843055849974917 0.0050079683096555519 0.033784413332114127 0.0043420128747584377 0.0062831451359670601 0.026369266220740428 0.032469901936565293 0.009877941232844023 0.015361810229705952 0.045036281317152316 0.23674018842513078 0.013875662096779706 0.010915947510511614 0.015051881700401282 0.018626034207159137 0.021122265364056148 0.042296910758523154 0.0094798261634423397 0.014747045899639488 0.0060625336491284499 0.0094338908673421464 0.014290244299331789 0.013727412445405207 0.07007098808912815 0.0042143629107158622 0.020950084106516442 0.0076148829662088238 0.010205323933405452 0.0096919246871038922 0.015100701396420391 0.01188153371322187
leaf_count=26 10 262 10 8 176 50 36 56 41 2317 70 9 21 49 30 40 25 70 33 77 98 24 165 8 21 19 10 80 42 27
internal_value=0 -8.63257e-05 -0.000212387 0.000407494 0.000579783 -0.000294491 -0.000195057 -4.7132e-05 6.77239e-05 -0.000437195 0.000303174 0.000175005 -0.000523738 -0.000251715 -0.000102797 8.26493e-05 -3.79365e-05 0.000841898 0.000744725 0.000316895 -0.000124516 4.73731e-05 0.000167987 -0.000657007 0.000302363 -0.000188046 -5.23202e-05 -0.000304349 -7.52634e-05 0.000362528
internal_weight=0 0.331656 0.264209 0.067447 0.0611639 0.24512 0.21265 0.178866 0.163504 0.436819 0.118468 0.104592 0.359002 0.118047 0.102995 0.081873 0.0778172 0.0190891 0.0561559 0.0297867 0.0203528 0.0936763 0.0837984 0.240955 0.063247 0.0683374 0.0607225 0.0505172 0.0408253 0.0269822
internal_count=3910 1195 793 402 394 713 663 401 345 2715 304 234 2486 161 140 110 229 80 384 208 131 225 189 2325 61 204 185 175 95 69
is_linear=0
shrinkage=0.00126831


Tree=772
num_leaves=31
num_cat=0
split_feature=2 123 151 16 49 484 41 4 15 159 14 150 3 0 403 50 40 123 393 52 1375 1 0 43 4 133 157 160 15 160
split_gain=0.00237762 0.00338962 0.003204 0.00347768 0.00370328 0.00307973 0.00322535 0.00422795 0.00358346 0.00339725 0.00292929 0.00325418 0.00476164 0.00331745 0.00292697 0.00300967 0.00285823 0.00276616 0.00266585 0.00271528 0.00279378 0.00309348 0.00541265 0.0055882 0.003964 0.00428177 0.002776 0.00256349 0.00287315 0.00354188
threshold=0.099015000000000006 0.086020000000000013 -0.40391999999999995 -0.54165499999999989 -0.13451999999999997 -0.0043499999999999988 0.080335000000000018 0.27608500000000008 -0.11739999999999999 0.10392000000000001 0.077685000000000018 0.090480000000000019 0.090325000000000003 -0.23029999999999998 -0.092224999999999988 0.10119500000000002 -0.034699999999999988 0.10103000000000001 0.087665000000000007 -0.42985499999999993 -0.029589999999999995 0.076710000000000014 -0.089879999999999974 0.15364000000000003 -0.49837999999999999 -0.091614999999999988 -0.07637999999999999 0.31473500000000004 -0.074174999999999977 0.11161500000000001
decision_type=2 2 2 2 2 2 2 2 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 16 10 11 13 -13 -10 -15 17 -7 18 19 -16 -21 22 23 26 -24 -26 -22 28 -6 -30
right_child=1 -3 3 4 27 6 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0029093998191922869 -0.003374237636446978 0.0029693841520359167 0.0039686440900942284 -0.0023950881975540864 0.0012219267272220436 0.0012350197333372067 -0.0027516239362459314 0.0039993543929819717 0.002907102298369788 -0.0040457593498695399 -0.0040448281080145507 -0.0032385012992886012 0.0013912987621399031 -0.0040441181283817429 -0.0040445526090395548 -0.0040306660498256111 -0.0038188143719667324 -0.003998164528287905 -0.003395568234238173 -0.0040449051522110924 0.0006951345058232672 0.001497211929847482 -0.0022208993009715447 0.003368070798099598 -0.0036344796907969482 0.0022479087325578888 -0.0040455927602645065 0.0038436310589119302 -6.469501910299765e-06 -0.0040504863500920108
leaf_weight=0.0073476503256930661 0.0038949070013813971 0.0079246844178157971 0.0041913418663739313 0.0081682619863840955 0.032550491029304851 0.0024299677511407936 0.0078998547722051171 0.0040023172897605255 0.0078843274859536905 0.0033859837163614506 0.0027909009288862299 0.010145240864915195 0.0056579424239657774 0.0026046376065931289 0.0020067656445981177 0.0025669593965353945 0.0074082516349278649 0.002284987535858817 0.0027922743074029191 0.0019810390031125271 0.0025380440056324014 0.050055054690325562 0.0050526544482067835 0.0026725579631943228 0.0022256709227423946 0.022252001565480146 0.0098879127773656636 0.0035063892501376861 0.040728214699155885 0.0038784378591287796
leaf_count=482 29 146 49 52 382 15 97 116 18 83 38 138 20 310 110 165 124 9 76 11 5 342 14 29 130 336 96 36 440 12
internal_value=0 0.000426714 0.000218808 0.00036925 0.00019942 -0.000349424 -0.000232247 -0.000101845 -0.000212288 -4.51142e-05 5.49318e-05 0.000141216 -0.00158091 0.000374213 0.000190867 0.00029462 -0.00257055 0.000401637 0.000500721 0.000610981 0.00070763 0.000807065 3.30068e-05 -0.0019364 0.00103994 0.00171304 -0.00307728 0.000462149 0.000308478 -0.000358087
internal_weight=0 0.104843 0.096918 0.0930231 0.0888318 0.167873 0.160525 0.152625 0.148623 0.138785 0.135399 0.132608 0.0158032 0.116805 0.108921 0.106316 0.00983822 0.103749 0.101464 0.0986717 0.0966649 0.0946839 0.0446288 0.0150985 0.0295303 0.0244777 0.012426 0.0806635 0.0771571 0.0446067
internal_count=3910 1146 1000 971 922 2764 2282 2185 2069 1930 1847 1809 158 1651 1633 1323 139 1158 1149 1073 963 952 610 130 480 466 101 870 834 452
is_linear=0
shrinkage=0.00404364


Tree=773
num_leaves=31
num_cat=0
split_feature=1213 1 147 11 48 376 160 150 375 3 47 4 38 1 49 133 3 3 52 49 15 9 2 133 1213 39 132 159 13 3
split_gain=0.0110654 0.0100743 0.01074 0.0110716 0.0109706 0.00973332 0.00981641 0.0141299 0.00950397 0.00938989 0.0113727 0.0106668 0.0102424 0.0116282 0.0133485 0.0138613 0.0136622 0.0120332 0.0114747 0.0145826 0.0172643 0.0113615 0.0112248 0.00966101 0.00948631 0.00904739 0.00882757 0.00854958 0.00851742 0.00846705
threshold=-1.0000000180025095e-35 0.12811000000000003 -1.0000000180025095e-35 0.088160000000000002 -1.0000000180025095e-35 0.048375000000000008 -0.098319999999999991 -0.22988499999999998 -0.40343999999999997 -0.12008499999999998 0.11603500000000001 -0.49837999999999999 0.10208000000000002 0.10339500000000001 -0.085974999999999982 0.089725000000000013 0.090325000000000003 0.12046500000000002 0.048490000000000012 -0.080034999999999981 0.088345000000000021 -0.016839999999999997 0.10457000000000001 -0.090054999999999982 1.0000000180025095e-35 0.005105000000000001 0.079995000000000011 -0.41103999999999991 0.16421000000000002 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 26 11 -11 13 14 15 -13 18 22 19 -16 21 -21 -15 -20 -25 -23 28 -10 -8 -7
right_child=1 8 3 4 -6 29 9 -9 27 10 -12 12 -14 17 16 -17 -18 -19 23 20 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00085214820702860352 -0.0012705610692617226 -0.0012206794147215016 0.00067739380008641388 0.00090730231454690135 -0.00099172230563947337 0.0012465651920165453 0.00045444136899366964 -0.00093267571213355839 -0.0012704776873432946 -0.0012612026926684457 -0.0011363829098590653 -0.0010997338628903417 -0.001189718251308875 0.00016670266088869866 0.00066409847323501607 0.00045371584254188212 0.00047954985277488691 -0.00020371127553714483 -0.0012688568200396105 0.0012727547490942769 0.00031510112806811268 -0.0010044264743536489 0.0011425061678217634 0.00061961953259308039 -0.0012685949852824703 0.00045797162242334789 0.0010656907732333246 0.00058878982273131183 -0.00050052324915320187 0.00010705718182328813
leaf_weight=0.026429548186115426 0.011749061126238303 0.0055462094060203517 0.011217217310331762 0.00575113903323654 0.0328154766220905 0.017684690001487979 0.046595377028779694 0.040157412235458878 0.0041911256848834446 0.011178971303252183 0.015655743658157917 0.036677804357111654 0.01148139473525589 0.037144423614108746 0.019472040648906841 0.012351319764320579 0.073217592431660705 0.038763671164133484 0.0057272748827017486 0.0041163653927469559 0.030279930332937965 0.081626522728328155 0.038740973506037335 0.05097988241638518 0.0046722953022708671 0.0074242097452952285 0.02224438664381978 0.078398257314006514 0.022173524137429013 0.025780795523132838
leaf_count=592 30 6 4 7 124 57 122 418 4 70 71 76 34 85 20 24 83 60 113 4 211 730 96 203 146 32 58 318 27 85
internal_value=0 -1.81029e-05 -6.79307e-05 -4.7858e-05 -0.000708536 -9.56306e-06 -5.01176e-05 -0.000581131 0.000386509 -2.30083e-06 -7.31889e-05 -3.73046e-05 -7.08002e-06 2.36963e-05 -9.83098e-05 -0.000708392 9.47414e-06 0.000371196 -0.000158994 -0.000355978 -0.000516881 -0.000787281 0.000664869 0.000299673 0.000461094 -0.000882506 0.000371178 0.000494438 0.000146527 0.000570686
internal_weight=0 0.803815 0.715679 0.70393 0.0385666 0.665364 0.621898 0.0513746 0.0881356 0.570524 0.47951 0.463855 0.452676 0.441194 0.326545 0.0490291 0.277516 0.114649 0.204299 0.142919 0.123447 0.0931671 0.0758854 0.0613795 0.0556522 0.0890507 0.0910133 0.0825894 0.0687689 0.0434655
internal_count=3910 3318 2990 2960 131 2829 2687 422 328 2265 2058 1987 1917 1883 1642 100 1542 241 1459 997 977 766 181 462 349 762 207 322 149 142
is_linear=0
shrinkage=0.00126831


Tree=774
num_leaves=31
num_cat=0
split_feature=1348 14 31 483 147 375 376 42 160 4 13 3 131 1 47 44 3 39 401 1373 0 0 13 1 48 14 157 2 1 16
split_gain=0.00236597 0.00328731 0.00247822 0.00240371 0.00245599 0.0025158 0.00286596 0.00590341 0.00294649 0.00301897 0.00435878 0.00327549 0.00284182 0.00325431 0.00370643 0.00287262 0.00358926 0.00266636 0.00274414 0.00264884 0.00255318 0.00566665 0.00462807 0.00435898 0.00498513 0.0044098 0.00371623 0.00346129 0.00336662 0.00587824
threshold=0.094400000000000012 0.077685000000000018 -1.0000000180025095e-35 -0.086419999999999983 -1.0000000180025095e-35 0.087245000000000017 0.048375000000000008 -0.089024999999999979 -0.40446999999999994 -0.49837999999999999 0.41346500000000003 -0.16059999999999997 0.11834000000000001 0.14000500000000002 0.13206500000000002 0.085085000000000008 0.30601500000000009 -1.0000000180025095e-35 0.10072000000000002 0.11103 -0.10575999999999998 -0.089879999999999974 0.16421000000000002 1.0000000180025095e-35 0.086285000000000014 -0.42227999999999993 -0.082104999999999984 0.092745000000000008 0.11215000000000001 -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 -1 -4 -5 6 8 -8 -6 10 -10 -11 13 14 15 16 17 -13 19 20 23 -22 26 27 25 -25 -23 -19 29 -26
right_child=-2 -3 3 4 5 -7 7 -9 9 11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0035232901294480444 0.0034559794059856814 -0.0025628842719372662 -0.0024705885432291718 -0.0031089475642220544 -0.0025899331055668278 -0.0029220594346214216 -0.0012137934343057655 0.0032962200316145364 -0.0034933123739255998 0.0018118142651775916 0.0035249830601627526 -0.0031263097734874437 -0.0035137271833685091 0.0021892533734609635 -0.002704785702453554 -0.0031702484365024593 0.0035208099260249995 -0.0027648120518919388 -0.0035207515571508584 -0.0035221940448304087 -0.0022611568052128424 -0.0035212553048251096 -0.0034291757930901921 -0.0010805893947234003 -0.0010133871509335564 0.002291917920673613 0.00054828190739680273 0.00099362306162227186 -0.0020668878902397919 0.0026620237602773661
leaf_weight=0.0024313341723427575 0.0023717959481643893 0.0064255099622698699 0.0049750362695277764 0.0031094223407421842 0.0053838158614958323 0.0035055838565654076 0.0058435933751752609 0.0093532508438158857 0.0059030591079221031 0.013308222243182399 0.001346773118712008 0.0032333453254977931 0.0027981709808564395 0.0085070753663671894 0.0062377547487812981 0.0033635827949183286 0.0037508750312440489 0.0075327545243197708 0.0025570966593733138 0.0023972619127903263 0.014028635634373274 0.0028977766878099933 0.0041741281105842623 0.0055935595078153702 0.01213464570355427 0.034062149523578 0.068825958800609072 0.0050870265193339037 0.0078590083303424763 0.0097050071935882443
leaf_count=111 28 125 180 30 287 39 20 110 138 111 1 31 108 109 30 23 66 45 169 15 313 164 79 11 33 140 1299 52 22 21
internal_value=0 -7.55469e-05 -1.40538e-05 -4.74569e-05 2.86379e-07 3.90526e-05 8.12693e-05 0.001562 -1.62756e-05 4.5224e-05 -0.00218955 0.000119525 9.5288e-06 5.83468e-05 -3.53657e-05 5.35817e-05 0.000112566 4.15791e-05 9.94959e-05 0.000152608 0.000203855 -0.000205752 0.00017416 0.000653199 0.000999468 0.00181622 0.000383865 -0.00124979 -9.11093e-05 0.000619875
internal_weight=0 0.266331 0.259906 0.257475 0.2525 0.24939 0.245885 0.0151968 0.230688 0.225304 0.00724983 0.218054 0.204746 0.201948 0.193441 0.187203 0.183839 0.180088 0.176855 0.174298 0.171901 0.0899265 0.0758979 0.0819742 0.0693544 0.0396557 0.0717237 0.0126198 0.0296987 0.0218397
internal_count=3910 3882 3757 3646 3466 3436 3397 130 3267 2980 139 2841 2730 2622 2513 2483 2460 2394 2363 2194 2179 1855 1542 324 227 151 1463 97 76 54
is_linear=0
shrinkage=0.00352023


Tree=775
num_leaves=31
num_cat=0
split_feature=1213 475 4 482 480 403 52 133 1373 14 455 11 1 0 16 150 132 133 42 2 42 3 124 47 4 1375 2 42 1 16
split_gain=0.00744072 0.0073575 0.00699131 0.00775409 0.00694274 0.00716897 0.00770019 0.0080907 0.00627563 0.00651694 0.00652619 0.0066228 0.00614505 0.0118369 0.0134634 0.0105113 0.00886334 0.00844736 0.00825351 0.00814168 0.00811481 0.00683174 0.00893172 0.00699672 0.00998333 0.00759264 0.00904865 0.00809024 0.00907311 0.0102018
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.51224500000000017 0.092060000000000017 0.086640000000000009 -0.084084999999999979 -0.42985499999999993 -0.39018999999999998 0.11103 0.078275000000000025 0.094720000000000013 0.11805 1.0000000180025095e-35 -0.084074999999999997 -0.50763499999999995 0.085200000000000012 0.080815000000000012 0.086895000000000014 -0.089744999999999978 1.0000000180025095e-35 0.091955000000000023 0.16699000000000003 -0.24148999999999995 0.09252500000000001 -0.23071499999999998 -0.43271999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 0.094165000000000013 -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 -1 3 4 5 -2 -7 -8 9 10 11 12 13 14 -9 19 21 -17 -15 -16 -20 23 -23 24 -14 -26 27 -27 29 -29
right_child=2 -3 -4 -5 -6 6 7 8 -10 -11 -12 -13 16 18 15 17 -18 -19 20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0011724574186251962 -0.00081661878740002427 -0.00096778208617553083 0.0010462505560397579 -0.0010676949915491294 -0.00090425143027694419 -0.00083700125333958908 -0.0011722094822131848 0.00070571711016522809 -0.0010748144683216823 -0.00063150490499676846 -0.0010784418043099384 -0.0011729906872305091 -0.00072647328327776805 -0.00088380619966258258 0.0011601651098930884 -0.0011727920071442249 0.00094979075117408338 0.00096768019376444487 0.00040791595830994769 -0.0011728441969604292 -0.00046701977244531132 -0.00081126541008637396 0.0011722827843377893 -0.00019993372610909056 -0.00037642371036080568 -0.00096803748635192134 0.0005543000804386994 0.00073396720024032354 0.00065524797990140012 -0.0011427574886938038
leaf_weight=0.0024994125124067059 0.014032039956056508 0.018736807533770161 0.0084800807609894946 0.0096370111845516249 0.011626090283542112 0.013669918131142822 0.007293664285043632 0.010986391341248236 0.0064902838505531682 0.016892677999521766 0.0062837261514232514 0.0053548329833574817 0.013809693138114199 0.0092736901086709622 0.0021827386144650509 0.0038000272603539997 0.022111306999931912 0.0075821001015583533 0.090974651081353386 0.034732131767441388 0.017325479661309373 0.0037902818439761168 0.017539049407844232 0.066409846509372983 0.020181317364858842 0.010127310310508619 0.123988406589433 0.0062753440690812559 0.024605748839519492 0.010856595861866936
leaf_count=4 411 588 167 153 216 292 178 21 17 74 31 10 73 67 2 36 83 45 181 351 79 9 103 175 14 47 257 18 127 81
internal_value=0 -0.000715885 -1.00666e-05 -2.53051e-05 -7.93113e-06 1.04615e-05 3.14657e-05 5.34969e-05 7.03147e-05 8.4469e-05 0.000108269 0.000123126 0.000137103 -3.81484e-05 -0.000465043 -0.000731363 0.000234054 0.000253064 0.000177102 -0.0010349 0.000267947 0.000180872 0.000819801 0.000131541 0.000236444 0.000304276 0.000382395 -2.85608e-05 0.000199396 -0.000455323
internal_weight=0 0.0212362 0.596312 0.587832 0.578195 0.566569 0.552537 0.538867 0.531574 0.525083 0.508191 0.501907 0.496552 0.176857 0.0592834 0.048297 0.319695 0.0113821 0.117574 0.0369149 0.1083 0.297584 0.0213293 0.276254 0.209844 0.196035 0.175853 0.051865 0.0417377 0.0171319
internal_count=3910 592 3318 3151 2998 2782 2371 2079 1901 1884 1810 1779 1769 782 455 434 987 81 327 353 260 904 112 792 617 544 530 273 226 99
is_linear=0
shrinkage=0.00117172


Tree=776
num_leaves=31
num_cat=0
split_feature=1 47 4 44 12 48 1 43 457 160 3 484 1374 0 14 0 16 4 42 52 160 49 1429 394 130 133 1212 13 2 1373
split_gain=0.0114868 0.0100522 0.0127054 0.0102199 0.0102902 0.0135415 0.0126037 0.0131512 0.0104079 0.0122317 0.0101017 0.00993379 0.00995194 0.0103638 0.00942388 0.00904374 0.0100483 0.00952342 0.0150075 0.0124785 0.00775126 0.00772255 0.00745893 0.00795179 0.00677974 0.00673971 0.00753966 0.00643152 0.00639728 0.00637134
threshold=0.094385000000000011 0.09252500000000001 -0.17479499999999998 0.088980000000000017 0.091055000000000011 0.12862000000000004 0.12958500000000003 -0.0086649999999999974 0.51789000000000007 -0.080184999999999992 0.16699000000000003 -0.065229999999999996 -0.094679999999999986 -0.23029999999999998 -0.46510999999999997 -0.071924999999999989 -0.50763499999999995 -0.49837999999999999 0.09901500000000002 0.10433000000000002 -0.090764999999999985 0.0052300000000000011 0.084920000000000009 -0.081934999999999994 -0.081969999999999987 -1.0000000180025095e-35 -0.5172699999999999 -0.081284999999999982 -1.0000000180025095e-35 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=11 2 -2 4 5 8 7 -6 9 14 -3 -1 -13 -14 -4 16 -15 19 20 -17 -19 22 23 24 -18 26 -25 -16 -27 -11
right_child=1 10 3 -5 6 -7 -8 -9 -10 29 -12 12 13 15 27 17 21 18 -20 -21 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-0.0013209563703377929 -0.0008845477796933141 -0.00028831981290410356 -0.0010797158837571857 -0.0012406384685492407 -0.00103021363048671 -0.00041815909846660936 0.0010992311312282175 0.00050012309731543446 -0.00060558455037554261 0.0012687621016048267 0.00095355380204126987 -0.0013224379735277028 0.0006603021239720661 0.00051255880617851021 -0.00025670731764292391 -0.001321445604754082 0.0010621526249154792 -0.0010712382841202542 -0.0013228685857935743 0.00032248722996228158 0.00063099383263639803 -0.0013202342328351034 0.00073551486362653069 0.00078642956736158615 -0.0013197219776980877 -0.0013206591926971838 -0.0013200764127518526 0.001163947458046605 -0.00027303576462988488 -0.00024873686032816109
leaf_weight=0.012852385556527679 0.014139570472138985 0.1057884339080033 0.0075360056789577348 0.006327260420221136 0.023558243617912922 0.018002723096287809 0.013001416333281668 0.016715783627375913 0.0084520633317879401 0.078139347550745697 0.012783014855813235 0.012019767298170336 0.028604467325294536 0.022107731997493829 0.0090254489115295655 0.015936462355512049 0.010268835471833881 0.0049681007699291504 0.0084702658043056545 0.016225448094303374 0.074592792569774247 0.015489293426767858 0.010401520022696786 0.0033476271098606949 0.0026095707781337305 0.011148267687531188 0.025455660276378467 0.014403954195358892 0.11326920279756791 0.0051340901009098152
leaf_count=407 131 230 9 13 113 13 60 82 9 400 27 46 40 67 48 60 10 27 123 19 208 343 31 21 113 47 519 45 634 15
internal_value=0 0.000153875 0.000324354 0.000409694 0.000463528 0.000650552 -3.03801e-05 -0.000395046 0.000807367 0.000911905 -0.000154435 -0.000180253 -0.000141148 -0.000102022 0.000203834 -0.000167252 -0.000329871 0.000122419 0.000346929 -0.000492094 0.0005247 -0.000426878 -0.000348479 -0.000416361 0.00057951 -0.000500065 -0.00107525 0.000616684 -0.000366907 0.0011752
internal_weight=0 0.333007 0.214436 0.200296 0.193969 0.140694 0.0532754 0.040274 0.122691 0.114239 0.118571 0.387767 0.374915 0.362895 0.0309654 0.334291 0.214098 0.120193 0.0880312 0.0321619 0.0795609 0.19199 0.176501 0.166099 0.0128784 0.153221 0.0288033 0.0234294 0.124417 0.0832734
internal_count=3910 1195 938 807 794 539 255 195 526 517 257 2715 2308 2262 102 2222 1785 437 358 79 235 1718 1375 1344 123 1221 540 93 681 415
is_linear=0
shrinkage=0.00131955


Tree=777
num_leaves=31
num_cat=0
split_feature=482 31 2 1446 123 151 16 49 48 13 13 12 1 132 52 3 484 41 4 15 159 401 1212 1374 0 457 1211 52 14 123
split_gain=0.00222699 0.00250928 0.00263067 0.00307168 0.00307788 0.00356537 0.00305986 0.00308323 0.00291917 0.00293392 0.00369126 0.00381208 0.00331644 0.00390291 0.00339124 0.00331718 0.00278284 0.00290901 0.00393342 0.00342578 0.00311876 0.00294491 0.00396854 0.00327414 0.00466716 0.00317628 0.00271341 0.00274871 0.00281634 0.00266474
threshold=0.099580000000000016 -1.0000000180025095e-35 0.099015000000000006 0.091660000000000005 1.0000000180025095e-35 -0.40391999999999995 -0.54165499999999989 -0.12164499999999999 -0.084204999999999988 -0.5337599999999999 -0.091849999999999987 -1.0000000180025095e-35 0.10420500000000001 0.084925000000000014 0.098910000000000012 0.12046500000000002 -0.0043499999999999988 0.080335000000000018 0.27608500000000008 -0.13578499999999996 0.10392000000000001 0.083100000000000021 -0.5172699999999999 -0.094679999999999986 -0.23029999999999998 -0.066264999999999991 1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 0.097335000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 4 5 -4 -7 -8 -9 -10 11 -11 13 14 -12 -14 -3 18 19 -18 21 23 -23 -21 -25 -26 27 -27 29 -29
right_child=-2 2 3 -5 -6 6 7 8 9 10 12 -13 15 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0034538625310684763 -0.0031472244477765356 -0.0024632650438209877 -0.0031079225820561493 -0.0034290672051322259 0.0022799153114327082 0.003375761848232248 -0.001691113908797555 -0.002776967482131726 -0.0028330704364971349 -0.0017049957253942171 -0.0028779490620365828 0.0027559836510093602 0.002104155678371114 0.0016643147952008872 0.00091294648399738729 -0.00017463405345174518 -0.0029120167355542923 -0.0022650370636230588 0.0034051696479115785 -0.002106405461936833 -0.0034529636910259906 0.0027058802557319143 -0.0034280825960925783 0.0026130212753361268 -0.0028455205054656102 -0.0034519604032506989 -0.0034520434478992851 0.00051502461902480222 -0.0034521645937158709 -0.0034528340852096871
leaf_weight=0.0024675692105802218 0.0027230166703446903 0.0069003863710328508 0.0035568391273841362 0.0024503087031622064 0.010187680983278824 0.0039738999977885206 0.0085167089303013199 0.0030987634721668647 0.002775209144829204 0.0026691730863319654 0.009870815161939106 0.01571411949292667 0.015785651394708111 0.0053913176515436581 0.0039296916388309464 0.014688077679352318 0.0053522289250924606 0.0078793218790593755 0.0036912175478960299 0.0074683899907199694 0.0032205701385912269 0.0015971530083049856 0.0058865007693444929 0.0091800877075911558 0.0043312082219415507 0.0023269260033558217 0.0024059516575718467 0.095387507907465974 0.0022763922007413831 0.0020594999391505544
leaf_count=111 133 446 27 55 169 47 50 16 10 37 241 111 135 59 111 40 104 93 68 53 85 22 206 23 84 87 169 1078 31 9
internal_value=0 -1.01502e-05 -4.2704e-05 0.000388616 0.000482013 0.00027843 0.000417815 0.00027523 0.000501774 0.000645229 0.000787083 0.00210827 0.000298057 -0.000825729 -0.00179849 0.0010058 -0.000319373 -0.000222722 -0.000111883 -0.000203635 -9.71575e-05 -1.58481e-05 -0.00211898 0.000109627 0.000249922 5.05102e-05 0.000170592 0.000256 0.000342521 0.000431166
internal_weight=0 0.265039 0.262572 0.102608 0.100158 0.0899703 0.0864134 0.0824395 0.0739228 0.0708241 0.0680488 0.0183833 0.0496656 0.0191918 0.0138005 0.0304737 0.159963 0.153063 0.145184 0.141492 0.13614 0.13292 0.00748365 0.125436 0.117968 0.108787 0.104456 0.10205 0.0997234 0.097447
internal_count=3910 3777 3666 1108 1053 884 857 810 760 744 734 148 586 411 352 175 2558 2112 2019 1951 1847 1762 228 1534 1481 1458 1374 1205 1118 1087
is_linear=0
shrinkage=0.00345121


Tree=778
num_leaves=31
num_cat=0
split_feature=481 1 13 15 13 130 147 1348 14 11 3 133 123 130 15 42 15 4 457 160 457 482 133 4 13 43 3 132 15 43
split_gain=0.00225571 0.00247671 0.00301826 0.00398144 0.00381473 0.00299671 0.00270952 0.00273841 0.0039424 0.00336721 0.00344555 0.00321772 0.00432379 0.00353601 0.00303717 0.00303417 0.00302226 0.00273793 0.00278157 0.00423074 0.00369846 0.00464875 0.00344686 0.00317854 0.00419815 0.00394343 0.00371434 0.00293657 0.00288965 0.00316471
threshold=1.0000000180025095e-35 0.12811000000000003 -0.052124999999999998 -0.074174999999999977 0.14810000000000004 -0.088449999999999987 -1.0000000180025095e-35 0.084895000000000012 0.077685000000000018 0.088160000000000002 -0.12008499999999998 -0.090054999999999982 1.0000000180025095e-35 -0.081624999999999989 -1.0000000180025095e-35 -0.089024999999999979 0.090325000000000003 -0.51381999999999983 -0.0034949999999999994 -0.098319999999999991 -0.15747999999999998 0.091725000000000015 -1.0000000180025095e-35 0.25367000000000006 0.16421000000000002 -0.17307499999999998 0.12046500000000002 0.093305000000000013 -0.14097499999999996 0.15364000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 14 16 13 -13 -8 -14 -12 -15 20 -20 -19 -22 -21 24 25 -24 -25 28 -27 -30
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 11 12 15 17 -16 -17 -18 18 19 22 21 -23 23 26 -26 27 -28 -29 29 -31
leaf_value=-0.0029253975956940112 -0.0031550071078805557 0.0027651004141798895 0.0030078355238113324 -0.0029604839548754368 0.0010268554867475202 -0.0036640061237867595 0.0030442902975009929 0.0027602838809973628 -0.0032453651135147979 -0.0020383591025348044 -0.0032685494300698122 0.0028210558030671092 -0.0012975222212269907 -0.0034764560734781118 0.00048243014540592596 0.0030593027151482426 0.0011615890734139158 0.0019605121328035544 -0.0027796386854286479 -0.0025189284296702977 -0.0034175931594721378 0.0035648623212655942 0.0030664877185958101 0.0029151559086585156 -0.0036652842009182595 -0.0035070671457617204 -0.0011381267708418755 -0.0036422856044545007 7.9220687470459673e-05 0.0029640840145514326
leaf_weight=0.0050257953458157081 0.0030865070423828902 0.0090810472284701405 0.0048203639793982225 0.0062090683236704081 0.0066818706543472217 0.0027722635874454218 0.0089238519136642935 0.004649853921549151 0.0051533252272832888 0.01036880324599565 0.007610852696245729 0.0052105335416854351 0.002748928096025339 0.0034439027711101735 0.020390665990248635 0.0097446451111551369 0.0028349723116569692 0.0030240942239174737 0.0068984486846783702 0.0060607297456130018 0.01055126133715234 0.0014553934577605796 0.0061166508781980147 0.011522054418762195 0.0038773889710057565 0.0028040553218104938 0.0041158465533044355 0.0028351523049003893 0.075187025765121263 0.0054718735386956032
leaf_count=100 109 174 85 45 26 30 80 57 112 108 332 16 16 26 120 173 101 22 269 373 202 14 29 69 53 54 17 88 984 26
internal_value=0 -5.18354e-06 0.00104837 0.00016816 -0.000893692 -0.000128555 -6.57398e-05 -2.06025e-05 -8.037e-05 -3.14236e-06 0.000101936 -9.63898e-05 3.13606e-05 -0.000142648 0.00126231 0.00210068 -0.00206622 -0.000250363 -0.000170958 8.18653e-06 -0.00165946 -0.00257121 0.00017118 0.000316842 6.81252e-05 0.000224766 0.00184834 2.33495e-05 0.000147867 0.000274929
internal_weight=0 0.255591 0.0267924 0.0177113 0.0128909 0.228798 0.223773 0.221 0.21635 0.211197 0.200828 0.171514 0.161068 0.148574 0.0293145 0.0124936 0.0104458 0.143364 0.13992 0.124889 0.0150307 0.0120067 0.117991 0.11193 0.0962921 0.0924148 0.0156379 0.0862981 0.083463 0.0806589
internal_count=3910 3801 330 156 71 3471 3371 3341 3284 3172 3064 2864 2431 2242 200 189 433 2226 2200 1962 238 216 1693 1320 1234 1181 86 1152 1064 1010
is_linear=0
shrinkage=0.00366245


Tree=779
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 47 15 48 50 44 3 0 52 0 52 133 42 4 52 160 13 0 2 2 1 0 49 131 457 14 16
split_gain=0.00694626 0.0067735 0.00663653 0.0101472 0.0065886 0.00762987 0.00907064 0.0076147 0.00812672 0.00631942 0.00630269 0.00860671 0.00716435 0.00579609 0.00703802 0.00572611 0.0071918 0.0088506 0.00627248 0.00588837 0.00529453 0.00707916 0.0052765 0.00523856 0.00526553 0.00516431 0.00451986 0.00463952 0.00479662 0.00439625
threshold=0.094485000000000013 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 0.09252500000000001 0.024640000000000006 0.12862000000000004 0.11843500000000001 0.086480000000000015 0.16699000000000003 -0.077944999999999987 0.086950000000000013 -0.082604999999999998 0.048490000000000012 -0.090054999999999982 0.092395000000000019 -0.49837999999999999 0.10433000000000002 -0.090764999999999985 0.41346500000000003 0.047345000000000005 0.10066500000000002 0.094010000000000024 0.10956 -0.10303999999999998 0.0052300000000000011 0.08567000000000001 0.51789000000000007 -0.46879999999999994 -0.45301499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 26 -6 11 12 13 25 -15 16 17 -12 -18 22 21 -20 -17 -7 -25 29 27 28 -2 -5
right_child=4 2 3 10 9 23 -8 -9 -10 -11 15 -13 -14 14 -16 19 18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001245689833182334 -5.2127921880722453e-05 -0.0011277059656773229 0.00089183091167592717 0.00071605399022574778 -0.00029332903972630926 -0.00086640274875501161 -0.00061430300936730171 -0.00059015168343370397 -0.0010124217375105363 0.0009806868379082798 -0.0012449055181163789 -0.0012153359955682683 -0.001111119806869922 -0.0012442264120494076 0.00071322537103875577 0.00053480994270305117 -0.001076547084855269 0.00066163266041690031 0.00044935814433938432 0.001246461659417244 0.00090577879945119132 -0.0010945596439398131 -0.001244756703392262 0.0011498511292476535 -0.00037453512939525531 -0.0012437585419332667 -3.0048719291854995e-05 -0.00041451028040283576 0.0010677527692301873 -0.00026635138521389102
leaf_weight=0.0085430125377570221 0.0065351707784486726 0.0097195075559923794 0.015555209395870406 0.0078775223032607755 0.060323986833253684 0.012495995800094306 0.010803730072439066 0.0077711299759357635 0.0041050219833778092 0.0066870688424387472 0.0097822643646736651 0.014815373682303346 0.01221622222924168 0.0033036163127633236 0.02023773464156875 0.0033180729409849627 0.0040337493041420194 0.006120031638602085 0.024786840760583573 0.0024159827735275021 0.029015462436291273 0.0056358888907084284 0.011520947616588728 0.0058037421297285627 0.0088397851982335851 0.0075170107122488608 0.0094211113759570253 0.0040114952716976396 0.062162200982015747 0.066476110349597661
leaf_count=46 33 485 34 18 229 123 14 29 13 27 51 541 268 52 118 85 40 11 116 1 44 110 149 19 58 170 121 6 515 384
internal_value=0 -0.000156626 -0.000120047 -8.00108e-05 0.000151324 0.000312578 0.000464731 0.00058874 0.000694976 -0.000166194 -0.000146004 -0.000322177 -0.000209683 -0.000105216 0.000438531 9.54663e-05 0.000236596 -0.00051117 0.000423942 -0.000553741 0.000525772 0.000163343 -0.000846837 -0.000275021 0.000229632 -0.000261567 0.000780316 0.000885317 0.000961219 -0.000162269
internal_weight=0 0.262891 0.254348 0.244628 0.19896 0.131949 0.10481 0.0940061 0.086235 0.0670111 0.229073 0.132444 0.117628 0.105412 0.0235414 0.0966292 0.0793742 0.0159023 0.0634719 0.017255 0.0594382 0.0304227 0.014839 0.0271395 0.0146435 0.0818706 0.08213 0.0727089 0.0686974 0.0743536
internal_count=3910 2723 2677 2192 1187 931 731 717 688 256 2158 1551 1010 742 170 607 372 62 310 235 270 226 234 200 77 572 675 554 548 402
is_linear=0
shrinkage=0.00124344


Tree=780
num_leaves=31
num_cat=0
split_feature=1 0 43 42 0 4 52 42 52 13 4 40 48 51 52 2 45 148 48 1 1374 130 484 49 3 49 0 0 151 52
split_gain=0.00755427 0.00695688 0.00724354 0.00677312 0.00708989 0.014055 0.008024 0.00744812 0.00717613 0.00690871 0.00735132 0.0064143 0.00824446 0.00972444 0.00752905 0.0065313 0.00859658 0.0100476 0.00641386 0.00685806 0.0075704 0.00829667 0.00721482 0.00758222 0.0102688 0.00696745 0.00822888 0.00777524 0.00651195 0.00635227
threshold=0.10386500000000001 -0.017269999999999997 -0.27619499999999997 0.091955000000000023 0.047345000000000005 -0.49837999999999999 -0.11712499999999999 0.091735000000000025 0.10433000000000002 0.41346500000000003 0.11205000000000001 -0.012844999999999997 0.12738500000000003 0.13605000000000003 0.024145000000000003 1.0000000180025095e-35 0.093765000000000015 -0.07964499999999998 0.10690000000000001 0.094385000000000011 -0.094679999999999986 1.0000000180025095e-35 -0.065229999999999996 -0.085974999999999982 0.086245000000000016 -0.081419999999999979 -0.077944999999999987 -0.083424999999999985 0.099410000000000012 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=3 2 -2 4 6 8 7 -1 -6 10 -5 -4 13 15 -14 -13 17 -17 19 20 -8 22 -22 28 25 -25 27 29 -24 -27
right_child=1 -3 11 9 5 -7 18 -9 -10 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0011536839586920281 -0.0010586324957758348 0.0009247766079545105 0.00090075015608418591 -0.0013244463578971973 -0.0013313729297765899 0.00080144105371068343 -0.0013486279608250847 0.0013491713314116344 0.00054076669669795522 0.0013496537522484887 2.9840017142552798e-05 -3.4484507217515903e-05 -0.0011392532904663888 -0.0012197829654409002 0.00026675663223538649 -0.0009178679618477353 -0.00097995115174994113 0.00094333590348712193 -0.0013473754704928778 0.0005273200603710149 -0.0013473562878183686 -0.0013467413304079833 -0.0013470820753587959 0.0010312659234828414 0.00069713518212338157 -6.6965955019244547e-05 0.00049667587844142607 -0.0013463966485244457 0.00029512210748488453 -0.0013469776935817559
leaf_weight=0.02202344667919931 0.0093164101381262299 0.020482272962311754 0.018852163028270752 0.021852013062023445 0.010753368689051968 0.03855994991749867 0.0091296006605716684 0.0023874035105109206 0.00566205856102897 0.0027421303093433371 0.010874354506313466 0.052701696092015027 0.017351677079659567 0.0079711454786774993 0.01145382720278576 0.0058360471416563078 0.0056545848892710629 0.052728842147189425 0.0072388772406952731 0.031140675238020776 0.0072754433770825236 0.009140738613581334 0.012601250327747948 0.0093505201839434449 0.040978116065275572 0.063862368044681261 0.025159613103141965 0.012802070274233301 0.0067001582378907179 0.0078913949866432631
leaf_count=346 16 203 186 557 74 76 45 1 7 1 43 172 49 28 15 15 11 200 47 116 236 390 55 13 50 373 91 231 20 243
internal_value=0 0.000181123 9.73708e-05 -0.000144213 -8.28437e-05 0.000357408 -0.000173261 -0.000908902 -0.000685629 -0.000702494 -0.000874443 0.000159786 6.89017e-05 0.000218609 -0.000580187 0.000316672 0.000604849 0.000757865 -9.94433e-05 -6.11704e-05 -0.000150613 -9.4742e-05 -3.34187e-05 1.98833e-05 0.00011599 -8.40186e-05 -0.000179069 -0.000380137 -0.000777019 -0.00020774
internal_weight=0 0.202349 0.181866 0.358126 0.322657 0.0549754 0.267682 0.0244109 0.0164154 0.0354685 0.0327264 0.17255 0.153698 0.124892 0.0288055 0.116921 0.0642195 0.0585649 0.243271 0.236032 0.204891 0.195762 0.186621 0.179345 0.160044 0.119066 0.109715 0.0845558 0.0193014 0.0717538
internal_count=3910 895 692 3015 2414 157 2257 347 81 601 600 676 490 426 64 398 226 215 1910 1863 1747 1702 1312 1076 1001 951 938 847 75 616
is_linear=0
shrinkage=0.00134594


Tree=781
num_leaves=31
num_cat=0
split_feature=1 1374 52 47 15 48 44 50 3 3 52 1 0 47 43 2 4 15 3 43 1186 15 42 43 3 49 49 132 1212 457
split_gain=0.0119033 0.00932521 0.00926271 0.00869576 0.00981578 0.0121711 0.0100893 0.0108321 0.00828401 0.0115573 0.00993989 0.00791435 0.00804994 0.00756582 0.0087858 0.00844349 0.00768563 0.00936785 0.00737477 0.00610704 0.00868133 0.006574 0.00878667 0.00790127 0.00916261 0.00812191 0.00980312 0.00776433 0.00635565 0.00556628
threshold=0.094385000000000011 -0.094679999999999986 -0.42985499999999993 0.09252500000000001 0.024640000000000006 0.12862000000000004 0.086480000000000015 0.11843500000000001 0.084925000000000014 -0.115685 -0.092854999999999979 0.10956 -0.10303999999999998 0.085165000000000018 0.098320000000000005 0.11085000000000002 -0.44477499999999992 0.079360000000000014 0.16699000000000003 -0.077544999999999989 0.085080000000000003 0.035895000000000003 0.08401500000000002 -0.078644999999999979 -0.032959999999999996 -0.081629999999999994 -0.084114999999999981 0.12562500000000001 -0.5172699999999999 0.51789000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 9 13 -10 -6 -13 14 15 16 -3 -18 -5 21 28 23 27 24 25 26 -11 -23 -21 -4
right_child=2 8 3 18 11 -7 -8 -9 10 19 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00124716018440969 -0.0012437965630721691 -0.001244601390301399 0.00087537926589457255 -0.00022047530914063473 -0.00082399973303546291 -0.00052366693104301807 -0.000996125700189709 -0.00054000612037861115 -0.00089082041126213834 -0.0012440915532840027 0.00036956690864194737 0.0011587735594007669 -0.00036014017881096539 0.0011029034171247333 -0.001245852474346621 0.0011860650765321101 0.00042877338737375023 -0.001244104575158711 0.00097308238398206089 0.00077973096772592963 0.00035362296263400527 -0.0012440465328617495 0.00072075781872260234 0.00070527634813856313 0.00020973455055424336 -0.0012444642021600216 0.001248264049051576 0.0010295951692556209 -0.00089639935131410973 -0.00037258863732837831
leaf_weight=0.012122355562041776 0.0070296526474180601 0.0071507843554172714 0.1089477542633972 0.084700244300847771 0.017292256617849944 0.015840877771552186 0.0056400284956907845 0.0099559827158373082 0.01115885074182188 0.0046598906873214219 0.072725558722027017 0.0095506898094299686 0.012398038671562972 0.011256688178661989 0.0077263246676011468 0.010291220933140721 0.032165960427136042 0.0061681022370976271 0.0088394343620166183 0.0036799559479732116 0.011360813183870277 0.0084709724862648272 0.021377277672002037 0.0081470747007870159 0.015323304923185788 0.029871069452894972 0.0051220891764387488 0.0031993469524422844 0.070667220318540558 0.0058212549338350064
leaf_count=46 144 19 573 202 112 14 13 29 50 46 100 19 56 25 19 10 77 79 27 25 58 149 87 36 36 538 2 5 1308 6
internal_value=0 -0.000175478 0.000165896 0.000201416 0.000357327 0.000505533 0.000630592 0.000704152 -0.000137327 -0.000248207 0.000201902 -0.000194867 0.000300794 0.000163372 -3.17367e-06 0.000168967 -6.11573e-05 0.000159601 -0.000107685 -0.000417382 -0.000658739 -0.000202283 0.000247025 -0.000437513 -0.000606866 -0.000922428 6.09681e-05 -0.000620742 -0.000813436 0.00081208
internal_weight=0 0.352645 0.286016 0.278987 0.185447 0.146206 0.130365 0.124725 0.340523 0.256638 0.0838844 0.039241 0.0219487 0.0747591 0.0635024 0.0557761 0.0454848 0.0383341 0.0935397 0.181879 0.085708 0.096171 0.0330476 0.0631234 0.0549764 0.039653 0.00978198 0.0116703 0.0743472 0.114769
internal_count=3910 2715 1195 1051 822 635 621 608 2669 2519 150 187 75 229 204 185 175 156 229 2290 1391 899 241 658 622 586 48 154 1333 579
is_linear=0
shrinkage=0.00124344


Tree=782
num_leaves=31
num_cat=0
split_feature=1 2 0 0 42 4 52 52 160 132 0 48 51 457 50 15 474 457 13 4 2 43 1374 52 15 47 160 1 151 15
split_gain=0.0165537 0.0118602 0.010982 0.0144702 0.0120165 0.0121402 0.0219186 0.0138704 0.0111756 0.0111274 0.0109421 0.0101159 0.0195867 0.0142678 0.0113124 0.0115878 0.0129563 0.0110024 0.00887799 0.00920412 0.00880051 0.00879691 0.00877339 0.00825303 0.00908581 0.0144779 0.00891914 0.00847616 0.00813126 0.0161187
threshold=0.094385000000000011 0.14808000000000002 -0.077944999999999987 -0.082604999999999998 0.091955000000000023 -0.49837999999999999 0.10433000000000002 0.11401500000000002 0.093550000000000008 0.083140000000000006 0.047345000000000005 0.12862000000000004 0.12900500000000004 0.041935000000000007 0.11843500000000001 -0.26361999999999991 -1.0000000180025095e-35 0.51789000000000007 0.41346500000000003 0.15045000000000003 0.10066500000000002 -0.4045149999999999 -0.094679999999999986 -0.42985499999999993 0.024640000000000006 0.09252500000000001 -0.082969999999999988 0.10786000000000001 -0.0074049999999999993 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 3 8 5 6 -4 10 9 22 20 13 -13 14 15 16 -2 -15 19 -6 -7 -17 -1 -23 25 26 -25 -27 -24 -30
right_child=1 -3 4 -5 18 7 -8 -9 -10 -11 -12 12 -14 17 -16 21 -18 -19 -20 -21 -22 23 28 24 -26 27 -28 -29 29 -31
leaf_value=-0.0012476341899876379 -0.0012491210647062405 0.0010176518061737515 -0.0012459087068670562 -0.0011584076080022206 -0.0012457699571133852 0.00035622112148188585 0.00086416131721163468 -0.00097449588584625499 -0.0011020330243747122 -0.0012448414658501831 0.00097615974679597151 -0.0010809940134265121 0.00050632813718682809 0.0010918605338190424 -0.0010756004856355148 -0.001245429220033538 0.00098570660424916875 -0.00048282311236147799 0.001247631959977276 0.0006017129254089667 -0.0010852641959244432 -0.0012439495374268739 0.00031795693376480565 -0.00016418687784708176 -0.00054922361728431649 -0.00088620282141038177 0.00092648978115110318 0.00010473409212579417 -0.00087205644299013499 4.0529985390120037e-05
leaf_weight=0.0099957550487488334 0.0045250398106873027 0.022985680797091845 0.020723830544625343 0.030799236736214652 0.022165890844604519 0.046093389281281816 0.012029880964291806 0.010415974791101235 0.022109729514255605 0.014194794037820202 0.046315203787344217 0.029035262529760075 0.020509560317805153 0.038523536461070762 0.012835569300591487 0.0084909584181787068 0.03530302470130664 0.0083468844459275715 0.0033462943974882356 0.00513535375603169 0.0076328581986899726 0.0072736573217753167 0.063229118326347589 0.015180083700215619 0.026925523879413049 0.017918873913686184 0.049053732540073725 0.052300178465429781 0.041525443655416439 0.10712068676019726
leaf_count=39 1 139 73 477 270 139 11 65 145 93 46 42 36 135 74 17 210 9 1 9 104 131 226 28 109 37 144 83 428 589
internal_value=0 0.00015436 -0.000204238 -0.000352805 4.2699e-05 0.000193925 -0.000470916 0.000391069 -0.0002567 -0.000177527 0.000533247 9.35321e-05 -0.000423907 0.00018619 5.86682e-05 0.000125769 0.000731798 0.000811434 -0.000663957 -0.000898259 0.00015143 -1.04877e-05 -0.000109243 5.16867e-05 0.000110084 0.000242117 0.000668735 -0.000148138 -5.55364e-05 -0.000214408
internal_weight=0 0.349208 0.462833 0.288975 0.173859 0.143211 0.0327537 0.110457 0.258176 0.236066 0.100041 0.326222 0.0495448 0.276677 0.229807 0.216971 0.0398281 0.0468704 0.0306475 0.0273012 0.0537262 0.177143 0.221871 0.168652 0.161378 0.134453 0.0642338 0.0702191 0.211875 0.148646
internal_count=3910 1195 2715 1997 718 438 84 354 1520 1375 289 1056 78 978 834 760 211 144 280 279 243 549 1282 532 401 292 172 120 1243 1017
is_linear=0
shrinkage=0.00124344


Tree=783
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 52 3 52 3 52 43 1186 15 43 42 132 12 38 1212 47 15 48 14 474 1 0 0 150 12 12 3
split_gain=0.00241047 0.0042331 0.00364693 0.00555808 0.00307939 0.00301746 0.00291447 0.00304271 0.0039202 0.00334387 0.00394746 0.00330908 0.00446171 0.00384418 0.00384636 0.00362399 0.00292274 0.00332439 0.00278118 0.0040908 0.0047225 0.00424133 0.00316447 0.00310603 0.00354866 0.00297487 0.00294292 0.00291852 0.00275244 0.00321832
threshold=0.094385000000000011 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.42985499999999993 -0.115685 0.11401500000000002 0.084925000000000014 -0.083529999999999979 -0.077544999999999989 0.085080000000000003 0.035895000000000003 -0.078644999999999979 0.08401500000000002 0.12562500000000001 0.085250000000000006 -0.08781499999999999 -0.5172699999999999 0.09252500000000001 0.024640000000000006 0.12862000000000004 -0.23083499999999998 0.092300000000000007 0.10956 -0.10303999999999998 -0.13506999999999997 -1.0000000180025095e-35 0.10396500000000002 0.085185000000000025 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 11 16 12 15 14 -13 28 -11 -18 19 20 21 22 25 -21 -25 -6 -20 -27 29 -7
right_child=4 2 3 5 18 6 -8 8 -10 10 -12 13 -14 -15 -16 -17 17 -19 26 23 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0041297202006996374 -0.004125190487378895 -0.0036405743997707986 0.0029183493018913654 0.00079095749617862608 -0.0027739213128380375 -0.0041254611411153689 -0.0039364398345239507 -0.0018351513265966487 0.0018015730896304037 0.0022695599963923853 0.0015677146651347583 -0.0041256064017963076 0.0033579752085223943 0.0029727775273327493 0.0037234645500466099 -0.0038406465581887293 0.0028367176819094134 -0.0032612029842744744 -0.003354574713081575 -0.0029513461930562495 -0.0017917100955624891 0.0026512262881753642 0.0041266780837252697 0.0038368559613374416 -0.0015071278273275875 0.0041260414060459161 4.0889363874672439e-05 -0.0016872049721994647 0.0041075814938414086 0.00067917284187700194
leaf_weight=0.0049908275742041033 0.002506478550245105 0.005249470524836041 0.009431872241975725 0.02977631437971695 0.0064324397899326877 0.0039145393044055518 0.0045330559423568664 0.0071885993643263637 0.016888612812181236 0.0020135571248829356 0.0046826445748884274 0.0032482166126399656 0.0033104816176177101 0.0093574338203978868 0.0015780701963876709 0.008610698251118265 0.0016205747572826104 0.024721246699861865 0.0049592328168728264 0.006975286187305584 0.0066746127231454002 0.036625657093630082 0.0026581753426171426 0.0036548401714071588 0.0050136310766220049 0.0030061357643944566 0.034908487231177787 0.0028735110095112759 0.0019831730965051983 0.0060173155156917338
leaf_count=46 144 484 34 183 17 101 322 49 29 5 55 129 16 22 5 214 21 973 26 112 14 489 45 19 56 53 203 17 2 25
internal_value=0 -0.000395299 -0.000265982 -0.000138424 0.000396923 -0.000361153 -0.000705351 -0.000551395 0.000715777 -0.000980762 -0.00194058 -0.000146712 -0.00108535 0.0014307 -0.00155916 -0.00180199 -0.00251995 -0.00288605 0.000496539 0.000970123 0.00147288 0.0018952 4.55296e-05 -0.000902569 0.000746027 -0.000835589 -0.00038148 0.00128498 -0.000328697 -0.00121452
internal_weight=0 0.149117 0.144126 0.138876 0.116288 0.129445 0.0996682 0.0951352 0.0240772 0.071058 0.033038 0.0380199 0.0238362 0.0141837 0.00482629 0.0205257 0.0283554 0.0263418 0.113782 0.0739143 0.0582705 0.0515959 0.0149703 0.0156438 0.00866847 0.0123121 0.0398677 0.00587965 0.011915 0.00993185
internal_count=3910 2715 2669 2185 1195 2151 1968 1646 78 1568 1054 514 358 156 134 342 999 994 1051 822 635 621 132 187 75 87 229 70 128 126
is_linear=0
shrinkage=0.00412451


Tree=784
num_leaves=31
num_cat=0
split_feature=160 1213 158 1 0 43 50 14 40 133 48 52 51 148 2 14 3 0 42 124 51 51 4 4 12 43 131 42 159 2
split_gain=0.00227511 0.00228447 0.00231536 0.0024004 0.00277253 0.0036816 0.00267802 0.00256005 0.00253588 0.00299352 0.00274699 0.00524857 0.00437298 0.00281209 0.00407043 0.00268222 0.00246832 0.00326253 0.00300481 0.00257992 0.00306451 0.00355653 0.00280437 0.00273859 0.00332465 0.00312054 0.00304313 0.00280659 0.00299932 0.00283178
threshold=-0.40446999999999994 -1.0000000180025095e-35 0.11136500000000001 0.10420500000000001 -0.017269999999999997 -0.27619499999999997 -0.16990499999999997 0.077685000000000018 -0.012844999999999997 -0.088724999999999984 0.12738500000000003 0.024145000000000003 0.13605000000000003 -0.07964499999999998 0.10457000000000001 -0.24487499999999998 -0.16059999999999997 0.37339500000000009 -0.09602999999999999 -0.027784999999999997 -0.097124999999999989 -0.09021499999999999 -0.51381999999999983 -0.41745999999999994 0.10214500000000001 -0.15648499999999999 0.08844500000000001 0.091955000000000023 0.096890000000000018 -0.0098549999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 16 9 -8 12 -12 13 -10 -15 -16 17 -3 -18 -20 -21 -22 -23 -24 25 -25 27 28 29 -27
right_child=1 2 -4 4 -6 6 8 -9 10 -11 11 -13 -14 14 15 -17 18 -19 19 20 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0023714850766156041 -0.0020391664127472281 0.00320254380102987 -0.0031116392302098527 -0.0030421886121366551 0.0026825528454850625 0.0036370628924349488 -0.0031087304099234486 -0.0037365585111199364 -0.0027610935279054785 0.0035034648643550428 -0.0031152441217733289 0.0016536215706643089 -0.0033662551593238148 -0.00010221430473785944 0.00027323925010736558 0.0030464269185469755 -0.0032971652364193042 -0.00072492403071225636 0.0018730956157048755 -0.003736134479392549 0.0035817621017297388 -0.0037378984355993399 0.002235541150274448 0.0019496294218803428 -0.0034752299272970515 -0.0037360133845980911 -0.0037240912901717244 -0.0035234756808422301 -0.0034002828426940163 0.00014395901186261723
leaf_weight=0.0057201097678056803 0.0073591049418766366 0.0068925200994129909 0.0031434975101589649 0.0041158842941513276 0.0081794262625223269 0.0038124729606749943 0.001127769037680082 0.0027517642638628095 0.0027459946470571586 0.0062555558843655481 0.0084724644418656681 0.005195890633331147 0.0036119921229555976 0.019834206178273917 0.0069829265412977284 0.01606398747217952 0.0043510405072844085 0.0051625293854158372 0.0083103709180534224 0.0034735444667397522 0.0034134882268599389 0.0031957534440181226 0.0061483532822421685 0.0087057897164868336 0.0044884340197075536 0.0027115963130199807 0.0036660775232668632 0.003523281985762238 0.003734796860694444 0.08229358657590069
leaf_count=305 560 73 122 16 192 26 6 71 17 164 49 11 24 113 38 151 155 8 103 181 32 23 24 49 139 44 172 217 59 766
internal_value=0 1.13194e-05 7.35798e-05 0.000115435 0.00061312 0.000396718 0.000587724 -0.000165931 0.000422332 0.00249348 0.000179245 -0.00130241 0.000590539 0.000903771 0.00113846 0.00220619 -0.000100459 0.00152062 -0.000242052 -0.000142603 -0.000276233 -0.000177628 -0.00028595 -0.000190249 -0.000326926 -0.000191876 -0.000386222 -0.000253592 -0.000123766 2.0191e-05
internal_weight=0 0.249724 0.242365 0.239221 0.0863986 0.0782191 0.0741033 0.152823 0.0702908 0.00738332 0.0629075 0.0136684 0.0492391 0.0456271 0.0428811 0.0230469 0.150071 0.012055 0.138016 0.133665 0.125355 0.121881 0.118468 0.115272 0.109124 0.104635 0.0959293 0.0922633 0.08874 0.0850052
internal_count=3910 3605 3045 2923 807 615 599 2116 573 170 403 60 343 319 302 189 2045 81 1964 1809 1706 1525 1493 1470 1446 1307 1258 1086 869 810
is_linear=0
shrinkage=0.0037357


Tree=785
num_leaves=31
num_cat=0
split_feature=1 12 3 40 51 47 50 4 151 151 15 14 160 3 47 3 2 52 40 39 457 148 11 4 4 376 43 2 15 4
split_gain=0.00856781 0.00904481 0.0103783 0.00948747 0.011301 0.00698856 0.00917794 0.0102347 0.00914901 0.00616307 0.00591728 0.00684338 0.00617374 0.00564098 0.00570099 0.00540436 0.00967353 0.00613715 0.00532522 0.00642027 0.00475772 0.00572214 0.00573615 0.00680702 0.00500271 0.00470697 0.00459141 0.00832845 0.00467637 0.00745376
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16699000000000003 0.34489500000000001 -0.40274499999999996 0.13177500000000003 0.11515000000000002 -0.034289999999999994 -0.40391999999999995 -0.093064999999999981 -0.24219999999999997 -0.46879999999999994 -0.081669999999999979 -0.115685 0.085165000000000018 0.084925000000000014 0.083795000000000022 -0.010284999999999997 -0.080324999999999994 0.084155000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.24280000000000004 0.018480000000000003 0.090715000000000004 0.098320000000000005 0.11085000000000002 0.079360000000000014 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 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 5 4 -2 6 7 -3 -9 -10 11 -11 -12 14 26 25 -17 -18 19 -6 -14 -22 23 24 -23 -15 27 28 29 -1
right_child=1 2 -4 -5 18 -7 -8 8 9 10 12 -13 20 15 -16 16 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001026387892838821 -0.001347568103883299 -0.00097021240791881789 0.00097467587401811823 -0.0013471809081975045 -0.00078670346314639323 -0.0010188866006382742 -0.001346788763708918 -0.0013469960787108144 0.0013471588694622658 -0.00038567810671418797 -0.0013472090107806941 0.0012713345566844139 -0.00087326564624487079 -0.0006996311423931959 0.001096725195709108 0.0012289212087096487 -0.00071887405843318493 9.6845749284287921e-05 0.0011835033831435202 0.00097496214581773788 0.0012444444450772779 0.00064076169498476939 -0.00093967089533199049 0.0010509784836383893 -0.00041579676712453286 0.0010229178433877463 -0.00134776429381017 0.0012593003970913735 -0.001346640579910622 0.00036029402800984058
leaf_weight=0.010560099196027291 0.0048614201450618557 0.021576255228126229 0.012097974978132697 0.0050525280821602783 0.0068032729113838295 0.022261678065660817 0.011910554261078232 0.0080767114704940468 0.0071295798397841273 0.0068306106986710793 0.006645233202561939 0.013319685884880528 0.0097943411137748626 0.15813663644100728 0.0068132426177385233 0.0073949948668996504 0.041486324901484295 0.02797565545819225 0.026599483182280892 0.0083440673173242885 0.0074354090798465214 0.011577732500882121 0.0099747972080876934 0.012248542634551995 0.027170916224804387 0.0029269587885210049 0.0057432331141171735 0.0071817848893260807 0.0066458609775281721 0.020960425502693173
leaf_count=26 10 233 80 8 13 50 85 17 18 11 30 78 16 2317 25 11 99 51 237 134 42 28 15 27 63 8 19 10 80 69
internal_value=0 -9.41394e-05 -0.000231173 0.000404675 0.000594583 -0.000314084 -0.000211995 -0.000116663 3.65466e-05 0.000136206 5.3979e-05 0.000709635 -0.000101733 -0.000436508 -5.9765e-05 -0.0005282 -0.000234543 -0.000390345 0.000820747 0.000183728 4.10232e-06 0.000129721 -6.21734e-06 0.000176362 -0.000100107 -0.000668328 -0.000213988 -7.03976e-05 -0.000320607 -0.000104276
internal_weight=0 0.239711 0.18805 0.0516608 0.0466082 0.175952 0.15369 0.14178 0.120204 0.112127 0.104997 0.0201503 0.084847 0.295825 0.0579046 0.237921 0.076857 0.069462 0.0417468 0.0151473 0.0782017 0.0684074 0.060972 0.0509972 0.0387486 0.161064 0.0510914 0.0453482 0.0381664 0.0315205
internal_count=3910 1195 793 402 394 713 663 578 345 328 310 89 221 2715 229 2486 161 150 384 147 191 175 133 118 91 2325 204 185 175 95
is_linear=0
shrinkage=0.00134594


Tree=786
num_leaves=31
num_cat=0
split_feature=1373 457 1 0 16 2 150 133 47 4 128 1446 39 48 16 48 151 159 474 51 1375 4 0 133 150 48 1 16 9 42
split_gain=0.00215603 0.00213703 0.00222686 0.00403714 0.00339922 0.00357587 0.00446335 0.00283944 0.00282172 0.00397161 0.00322977 0.00288017 0.00311011 0.00346095 0.00386282 0.00490875 0.00489303 0.0055632 0.00352642 0.00346808 0.00340294 0.00311904 0.00367337 0.00335016 0.00296203 0.00289718 0.00256058 0.00312125 0.00408783 0.00247938
threshold=0.11103 0.53894500000000012 0.076710000000000014 -0.084074999999999997 -0.50763499999999995 0.075670000000000015 0.085200000000000012 0.086895000000000014 0.087850000000000025 -0.37626499999999991 0.086435000000000012 0.091520000000000018 0.005105000000000001 0.12862000000000004 -0.110495 0.09227500000000001 -0.086769999999999986 0.079875000000000015 -1.0000000180025095e-35 0.08955500000000001 -0.4078199999999999 -0.084009999999999987 -0.23029999999999998 -0.17468499999999998 0.12031500000000002 0.091125000000000025 0.10786000000000001 -0.54165499999999989 -0.016839999999999997 -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 -1 -6 -7 -8 9 -4 11 12 13 14 24 16 -16 19 -19 20 -18 -22 -23 -24 25 -11 27 -10 -29 -5
right_child=-2 -3 8 29 5 6 7 -9 26 10 -12 -13 -14 -15 15 -17 17 18 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00076228206023385868 -0.0028564776076034351 -0.0029445480682092689 -0.0019693327722197806 -0.002275404084659231 0.0024851223090278101 -0.0031269616656407003 -0.0031268973843723829 0.001993174495725788 0.0023803179809417348 0.0026093027960148985 -0.0019994436455660664 -0.0031007766040357819 0.0023049425283841688 -0.0014895191365194001 0.0023184300146037048 0.0030149879016482029 0.0031291449807010091 -0.0025145426931621434 0.0024607703822001736 -0.0028505287014029285 0.0015284374419001036 0.0011695905615892116 0.0024175935630719662 -0.0025930421928027458 -0.0018548462878842551 -0.00094038711705922884 2.7620224205864022e-05 0.003129570295270126 -0.002931206105344916 0.00025058065040724708
leaf_weight=0.0057402381189035579 0.0026366997528839411 0.0024091252071229965 0.0060238500362288496 0.0040824155957608346 0.0016485193486488496 0.015346599809998196 0.0015708424862665984 0.0032437565677412294 0.0016456375888083139 0.019180014671178469 0.0043471007550550658 0.0018618425290028986 0.01216130471668464 0.0070041567423686493 0.0078768548913785708 0.0061041403482704473 0.0023773857392370692 0.0016608039732091137 0.0085997090391032316 0.0074836741526809183 0.0045564505241344399 0.0043566988615566437 0.0014464025085771945 0.013227139989574269 0.0019221696658746614 0.0025447188234011256 0.034143513602884923 0.0012269989492779141 0.0095550308865810507 0.054275655677967549
leaf_count=44 19 15 174 203 7 856 51 50 5 207 117 44 287 18 40 31 4 2 107 38 43 9 9 323 27 14 209 2 161 794
internal_value=0 -1.4851e-05 1.39321e-05 -0.000391709 -0.00137794 -0.00194124 -0.00230317 0.000322666 0.000232681 0.000500068 0.000639467 0.000751534 0.0008229 0.000618876 0.000800438 0.000364304 5.06449e-05 -0.000358042 0.00165545 -0.000975706 -0.000435322 -0.000794597 -0.00135081 -0.00209913 0.00186444 0.00219351 -0.000414582 -0.00162948 -0.00224149 7.38764e-05
internal_weight=0 0.247623 0.245214 0.085908 0.02755 0.0218097 0.0201612 0.0048146 0.159306 0.112734 0.106711 0.102363 0.100502 0.0883403 0.0813362 0.0576893 0.0515851 0.0437083 0.0102605 0.0334478 0.0259641 0.0235867 0.0190302 0.0146735 0.0236469 0.0217247 0.0465712 0.0124277 0.010782 0.0583581
internal_count=3910 3891 3876 2005 1008 964 957 101 1871 1494 1320 1203 1159 872 854 606 575 535 109 426 388 384 341 332 248 221 377 168 163 997
is_linear=0
shrinkage=0.00312586


Tree=787
num_leaves=31
num_cat=0
split_feature=2 1456 403 151 484 1213 11 457 38 124 3 1366 1374 52 160 133 150 133 13 4 13 43 160 151 15 16 150 2 1 151
split_gain=0.00629201 0.00527485 0.00547976 0.00798632 0.00902087 0.00629233 0.00576151 0.0055039 0.00552197 0.00803226 0.00653738 0.00758335 0.00662477 0.00626182 0.00658159 0.0150378 0.010602 0.00786091 0.00892749 0.00819038 0.00783899 0.00713817 0.00695119 0.00810905 0.0065045 0.0104029 0.00759333 0.0080705 0.0078135 0.00700436
threshold=0.16971500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 0.088315000000000018 0.53894500000000012 0.13481500000000002 -0.048219999999999992 0.31335500000000011 -1.0000000180025095e-35 0.086000000000000007 -0.42985499999999993 -1.0000000180025095e-35 -0.031394999999999992 -1.0000000180025095e-35 -0.090054999999999982 0.16421000000000002 -0.51381999999999983 0.23436000000000004 -0.15648499999999999 0.087825000000000014 0.015440000000000001 0.086275000000000004 -0.25582999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095575000000000007 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 -1 3 -3 -5 -4 7 8 9 -7 11 -11 13 -13 15 -15 -17 -16 19 -19 -20 -21 24 -24 26 -26 -23 28 -28 -29
right_child=-2 2 5 4 -6 6 -8 -9 -10 10 -12 12 -14 14 17 16 -18 18 20 21 -22 22 23 -25 25 -27 27 29 -30 -31
leaf_value=-0.00083182748607308504 0.0011949374125239704 0.00092171580797489763 -0.0014286522504121147 -0.0012887171063934448 0.00048173966611324151 0.00079884851260981853 -0.00062368333229129982 -0.0013222447780234657 -0.0014102126714110117 -0.0014291741824990901 0.001428724627586296 -0.0010620676492433406 -0.0010881941904161718 0.0011406675645416265 -0.00069339465893178767 0.00090948119702629531 -0.00080818519829543509 -0.001430238686737852 -0.0014272541243283445 0.0013873551830954965 8.0916361909111778e-05 -0.00098382924741428793 -0.00051009511173182303 0.0006520102293869624 0.0007476078563335418 -0.0011210011276852677 -0.0012610239233841116 0.00098114280974225801 0.0010434430949704961 -0.0001190799280919601
leaf_weight=0.01714989267959055 0.0083760776764165712 0.0062634864908659429 0.0060568184304798925 0.023440922809228937 0.0078332720405995815 0.032180430222865652 0.025400097518968323 0.0056602015465614377 0.0049086814456131824 0.0071269833665894558 0.0069441796914588841 0.0093594492146706898 0.009997656826584489 0.012859519333659364 0.017834164751562298 0.0085570268402079819 0.051166862961565585 0.0049444150686213098 0.010563469567443917 0.014777300816717798 0.021024906161642321 0.0055843713921603913 0.03360257035760128 0.019277620314824162 0.012493889913457679 0.011836484572199879 0.0076931595613132231 0.095356578528082991 0.0049220921669643758 0.013472768554493086
leaf_count=368 96 24 243 820 44 246 136 15 15 57 85 226 70 80 204 15 551 7 17 28 42 19 133 22 13 52 48 186 25 23
internal_value=0 -5.31663e-05 -2.59766e-05 -0.000550433 -0.000845269 1.74246e-05 3.6995e-05 7.67475e-05 9.57604e-05 0.000113721 5.56088e-05 3.00076e-05 5.84743e-05 9.07376e-05 0.000121924 -0.00026041 -0.000562084 0.000223434 0.000287417 0.000387678 -0.000423431 0.000428718 0.000359358 -8.64464e-05 0.000515109 -0.000161452 0.000644693 0.000719577 -0.00036189 0.000844938
internal_weight=0 0.508289 0.491139 0.0375377 0.0312742 0.453602 0.447545 0.422145 0.416485 0.411576 0.379395 0.372451 0.365324 0.355327 0.345967 0.0725834 0.0597239 0.273384 0.25555 0.223961 0.0315884 0.219017 0.20424 0.0528802 0.151359 0.0243304 0.127029 0.121445 0.0126153 0.108829
internal_count=3910 3814 3446 888 864 2558 2315 2179 2164 2149 1903 1818 1761 1691 1465 646 566 819 615 556 59 549 521 155 366 65 301 282 73 209
is_linear=0
shrinkage=0.00142833


Tree=788
num_leaves=31
num_cat=0
split_feature=2 375 376 123 50 15 15 2 11 13 403 43 483 133 158 1424 3 2 4 39 159 4 52 1213 16 13 51 1 49 52
split_gain=0.00218985 0.00220748 0.00256591 0.00263331 0.00247799 0.0022841 0.00292698 0.00291133 0.00341528 0.00299524 0.00360074 0.00359118 0.00377711 0.00316299 0.00315864 0.00290568 0.0028234 0.00453855 0.00395177 0.0029105 0.00309278 0.00314862 0.00266994 0.00250267 0.00251554 0.00296641 0.0024511 0.00239627 0.00349702 0.0027691
threshold=0.16971500000000003 0.087245000000000017 0.088415000000000007 0.12630500000000003 0.14262000000000002 -0.26361999999999991 -0.19153499999999998 -0.13811499999999996 0.08184000000000001 -0.094679999999999986 -0.088854999999999976 0.098320000000000005 0.083960000000000021 -0.10260499999999999 0.085110000000000005 0.10516500000000002 -0.12008499999999998 0.084925000000000014 -0.44477499999999992 0.005105000000000001 0.094195000000000015 0.41452500000000009 -0.42985499999999993 -1.0000000180025095e-35 0.0015250000000000001 -0.086679999999999993 0.11024000000000002 0.10031000000000002 -0.085974999999999982 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -7 -8 9 14 -11 12 13 -12 -9 26 17 -15 -18 20 21 22 -20 -24 25 -25 -1 28 -27 -30
right_child=-2 -3 3 -5 -6 6 7 8 -10 10 11 -13 -14 16 -16 -17 18 -19 19 -21 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.0034535907401548548 0.0033982942518014166 -0.0037158488937431853 0.0042743615642522751 -0.001868448118232052 -0.0039752197232722983 -0.0030279974269916124 0.0034530860806434205 0.0013683094787981594 -0.003141657355076319 -0.0042916758623545489 -0.004292295044338334 -0.0034357622441967385 -0.0041356725663157902 -0.0024768003916405597 -0.0034669349261940118 -0.0042971350213015461 -0.00390465368611415 0.0029321677942823229 -0.0042920317165954401 0.0020745833018228953 -0.0041699285390888524 -0.0040934978250672036 -0.0042917280923557219 -0.0042925883500618475 0.0015744680430917208 -0.0042929103143154509 -0.00066360710674077939 0.0012969953420685592 -0.00074135621747438213 0.0016112351555396713
leaf_weight=0.0089596536057285903 0.0033277346808660005 0.0030806233342701708 0.0047201647609753641 0.0017657365906700306 0.0030526233221586088 0.0065050081797313189 0.0041503565946072732 0.034638077237069353 0.00691366140971894 0.0041149087047838142 0.0030598437226707622 0.0061577769223184467 0.0041343539039679902 0.0036427905453138001 0.0026802589620942277 0.0013930951245129117 0.0048457661733038995 0.013233741067921301 0.0024903419303328169 0.011768100592931319 0.0034505051580993032 0.0034146769691574255 0.0022257342193849885 0.0029412109035007452 0.02229679998712264 0.0039417332292472898 0.0037883968320784342 0.021620423320200644 0.032769854100209272 0.012815772649524604
leaf_count=213 96 33 47 20 45 103 58 274 146 459 123 179 272 33 38 1 99 68 161 117 150 22 321 73 160 42 14 75 254 214
internal_value=0 -0.000106712 -5.98962e-05 0.00260203 -0.000134635 -8.32035e-05 -0.000193671 -0.000104734 -0.000177418 -7.2987e-05 -0.000329883 -0.000224577 -9.15562e-05 2.4138e-05 0.00102103 0.00158705 0.000117506 0.00176464 -0.000105626 4.81234e-05 -0.000172755 -4.07924e-05 9.60861e-05 0.000206904 0.000310786 -6.95142e-05 0.00223006 0.000105065 -0.000415254 -7.99575e-05
internal_weight=0 0.240572 0.237491 0.0064859 0.231005 0.227953 0.213812 0.207307 0.203156 0.196243 0.158924 0.154809 0.148652 0.144517 0.0373183 0.0141411 0.141457 0.0168765 0.124581 0.119735 0.107967 0.104517 0.101102 0.0986115 0.0963858 0.074089 0.0127481 0.0711478 0.0495274 0.0455856
internal_count=3910 3814 3781 67 3714 3669 3441 3338 3280 3134 2822 2363 2184 1912 312 228 1789 101 1688 1589 1472 1322 1300 1139 818 658 227 585 510 468
is_linear=0
shrinkage=0.00429114


Tree=789
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 1446 12 40 51 3 151 16 148 16 4 151 0 52 42 0 4 52 52 133 0 2 13 2 150 12 1
split_gain=0.00720334 0.0091448 0.00875898 0.0103392 0.00697592 0.00718824 0.00983883 0.010074 0.00890477 0.00790852 0.00822111 0.00786729 0.00872933 0.00662381 0.00857932 0.00654549 0.00980869 0.00909301 0.00836571 0.00756029 0.0104455 0.00722546 0.0072647 0.00703609 0.00811019 0.00678677 0.00615817 0.00574941 0.00537636 0.00763027
threshold=0.094485000000000013 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 0.091520000000000018 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 0.16699000000000003 -0.40391999999999995 -0.055679999999999993 -1.0000000180025095e-35 0.67964000000000013 0.08734500000000002 -0.087654999999999983 -0.077944999999999987 0.086950000000000013 0.092395000000000019 -0.082604999999999998 -0.49837999999999999 0.10433000000000002 0.048490000000000012 -0.090054999999999982 0.047345000000000005 0.10066500000000002 0.41346500000000003 0.094010000000000024 -1.0000000180025095e-35 0.092475000000000016 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 -12 13 14 -13 16 18 19 21 20 -17 -5 -23 24 -21 26 -19 -11 -29 -30
right_child=4 2 3 15 -6 8 -8 -9 -10 10 11 12 -14 -15 -16 17 -18 25 -20 23 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0012472517873527906 -0.0012444858918494012 -0.001096670882022641 0.00080094345573626679 -0.0002493223079722657 -0.0012310469312643382 -0.0012442226297551598 -0.0012443856626756236 0.00088923479430417086 0.00094713617837453238 -0.0009061293184311586 0.00068216609630615435 0.00095210501984327326 0.00094949278160730592 -8.0172594868049626e-05 -0.0011960737013555483 -0.0012448572538111477 -0.0012096662944570018 0.00052948699944822841 -0.001111935178154127 0.00032521291084158983 0.00064501558633185869 -0.0012440178692923246 0.00072734061646898625 0.00081718322275658095 -0.0011195120789037954 0.0012466860392235614 -0.0012454419820765183 0.00056002395490930537 -0.00066421618211415429 0.00050240062305701295
leaf_weight=0.011484290712928669 0.0037066737477289271 0.013485383307298093 0.019585131725307292 0.097072946073481603 0.0057365612506146127 0.0079797153739491478 0.0042707555694505564 0.044419211474234999 0.015541449747615843 0.006212101838173111 0.010559178721450735 0.0031832380700507193 0.0059105532855028278 0.020017171831113956 0.029638458948738844 0.010902420605930274 0.016485052011226742 0.0037621477927700644 0.013826002799646631 0.033577711212501526 0.0077264220426513921 0.0033001713222944309 0.023269989056586837 0.036607942304726748 0.0073169104878729732 0.00259457342326641 0.015369245315241642 0.058325040663930849 0.016680214736993548 0.018046888764502
leaf_count=46 9 485 34 572 35 27 8 379 80 23 35 8 14 40 263 51 541 85 268 126 11 52 118 51 133 1 149 134 76 56
internal_value=0 -0.000157992 -0.000116961 -7.1622e-05 0.000124344 0.000156146 0.000564382 0.000724895 4.47936e-05 -3.46372e-05 2.26208e-05 -0.000306004 -0.00048361 -0.000643917 -0.000987731 -0.000134494 -0.000303322 8.60426e-05 -0.000194635 0.000250237 -0.000461021 -9.20611e-05 0.000482486 0.000421198 6.67211e-05 -0.000640472 -0.000896406 0.000252074 0.000329395 -5.79519e-05
internal_weight=0 0.316366 0.304882 0.291397 0.250227 0.244491 0.0523966 0.0481259 0.192094 0.176553 0.168573 0.0693086 0.0587494 0.0528389 0.0328217 0.271812 0.153954 0.117857 0.137469 0.0961314 0.0186288 0.123643 0.0265702 0.0775026 0.0408946 0.021726 0.0191314 0.0992642 0.0930521 0.0347271
internal_count=3910 2723 2677 2192 1187 1152 396 388 756 676 649 360 325 311 271 2158 1551 607 1010 372 62 742 170 310 259 235 234 289 266 132
is_linear=0
shrinkage=0.00124344


Tree=790
num_leaves=31
num_cat=0
split_feature=481 9 2 1375 403 1446 39 47 1 15 159 3 160 4 3 13 2 49 43 4 52 123 1365 1374 52 12 1 15 12 1452
split_gain=0.00203058 0.00222569 0.00204875 0.003771 0.00355003 0.00257188 0.00256849 0.00363277 0.00388942 0.00349807 0.00288888 0.00257978 0.00270137 0.00348953 0.00293097 0.0032256 0.00277404 0.00279289 0.00276119 0.00251973 0.00441383 0.00263511 0.00265933 0.00248514 0.00242775 0.00275039 0.00300504 0.00274425 0.00259735 0.00275658
threshold=1.0000000180025095e-35 -0.016839999999999997 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091660000000000005 0.16168500000000002 0.13910500000000003 0.12958500000000003 -0.11739999999999999 0.10276500000000001 -0.14218999999999996 -0.092169999999999988 0.24280000000000004 -0.10140999999999999 -0.09602999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.0033500000000000005 -0.49837999999999999 0.10433000000000002 0.086020000000000013 0.085225000000000009 0.085040000000000018 -0.24084499999999998 0.10214500000000001 0.11931500000000002 1.0000000180025095e-35 -0.12394999999999999 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 -1 3 -3 -5 19 7 8 9 -6 11 -11 -13 14 -14 -16 -17 18 -18 20 -4 22 23 24 27 28 -27 -21 -26 -30
right_child=-2 2 5 4 6 -7 -8 -9 -10 10 -12 12 13 -15 15 16 17 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0028896344353068724 -0.0024857319971180025 -0.0026808322982961133 -0.0028521376824232727 -0.0023280682688935025 -0.0021622513291215976 -0.0028673002781490682 0.0028902395946328843 -0.0028898476853661753 0.0022741631421689243 0.0017541803417352676 -0.0028888570605703997 -0.0023984717886035402 -0.0025604846742857124 0.0028166904627667452 -0.0027637188408867097 -0.0017288266453674911 0.00096845509769154562 -0.0027431726714350823 -0.0025154157401847529 0.0001366330908129766 0.0010086877822493318 0.0020828237583221379 -0.0024388893094839086 -0.0020076429266999507 -0.0015506740582778276 -0.0019752207886144396 0.0023000996152473634 -0.0028892005268601009 0.00087533409202941422 -0.0021767424675691598
leaf_weight=0.0021872812655914222 0.0027953053281279941 0.0055019672770413299 0.0056107884162130972 0.0062030654047706682 0.0068408033569493645 0.0022577660081513065 0.0023836624541218035 0.0038488061963448663 0.0057316698246694378 0.0072466264897599253 0.0027536388453039953 0.003889437182650112 0.0037517105093769409 0.0036567805450715687 0.0030638944602827669 0.0049296013713160383 0.03290462591018263 0.0019978049144491186 0.0020132660514633463 0.007466762556742168 0.0044106070163252298 0.0069292643693756864 0.0029885932687676578 0.0037016245811685158 0.0041493462936159622 0.0064393299212781585 0.0017419308204296158 0.0037574773037647446 0.085555459082932828 0.002541145880670114
leaf_count=120 109 107 111 665 115 76 7 13 48 68 120 126 24 8 51 71 359 85 122 207 7 153 31 45 50 184 41 23 722 42
internal_value=0 -9.92284e-06 -3.69951e-05 -0.000359055 -0.000219009 0.000189459 -6.51176e-05 -0.000150373 -1.65358e-05 -0.000196274 6.85869e-06 0.000132521 -7.65548e-05 9.60627e-05 -0.000108388 9.64604e-05 0.000305881 0.00057759 0.000767585 0.00024047 -0.00115291 0.000351938 0.000250589 0.000320269 0.000397447 0.000539808 -0.00106493 -0.000876309 0.000682132 0.000787297
internal_weight=0 0.236455 0.234267 0.0967174 0.0912154 0.13755 0.0850123 0.0826287 0.0787799 0.0730482 0.0662074 0.0634537 0.0562071 0.0523177 0.0486609 0.0449092 0.0418453 0.0369157 0.0349179 0.135292 0.0100214 0.125271 0.118342 0.115353 0.111651 0.100427 0.00818126 0.0112242 0.092246 0.0880966
internal_count=3910 3801 3681 1989 1882 1692 1217 1210 1197 1149 1034 914 846 720 712 688 637 566 481 1616 118 1498 1345 1314 1269 1039 225 230 814 764
is_linear=0
shrinkage=0.00288781


Tree=791
num_leaves=31
num_cat=0
split_feature=1456 151 2 14 42 42 376 133 43 3 133 1456 160 150 474 15 15 159 13 151 453 156 1374 1375 48 51 12 3 3 52
split_gain=0.0019107 0.00245294 0.00207151 0.00209461 0.00216112 0.00353322 0.00294149 0.00250557 0.00419667 0.00294624 0.0026358 0.00247361 0.00272783 0.00389373 0.00326466 0.0035492 0.00323578 0.00337837 0.0030522 0.00368513 0.0032763 0.00301931 0.00289966 0.00307422 0.00464215 0.00301753 0.00326726 0.00340435 0.00610812 0.0043319
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.15305000000000002 0.077685000000000018 -1.0000000180025095e-35 -0.082904999999999993 1.0000000180025095e-35 0.098810000000000023 0.18078000000000002 -0.5217799999999998 -0.26719999999999994 1.0000000180025095e-35 -0.098319999999999991 -0.22988499999999998 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 0.10519500000000001 -0.10023999999999998 -0.086834999999999982 0.087015000000000009 0.091280000000000014 0.084470000000000003 -0.43271999999999994 0.093225000000000016 -0.09021499999999999 0.10007000000000001 -0.08348499999999999 -0.078884999999999997 -0.087094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -6 -11 12 13 -12 -14 -16 -17 18 19 -18 21 22 23 -20 25 -25 27 -27 -29 -30
right_child=2 -3 -4 -5 6 -7 -8 8 -10 10 11 -13 14 -15 15 16 17 -19 20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.00075490961117177097 -0.00020634047430247355 -0.0037364777208259464 0.0022278691312211684 -0.0022501359400792344 0.0037384099212647869 -0.0030733282730946157 0.0026762277317387323 -0.0035286211428236063 0.0033883303545438445 -0.0035052839435067702 0.0022898045092575956 -0.002805693277294791 -0.0037385551635226969 -0.0025731740188809395 0.0029592572036449098 -0.0026154855335978862 -0.0016021440061391589 -0.0033234157610409778 -0.001559521492118017 0.0022989617056685548 -0.00357043267450797 -0.00306734547046887 -0.0027541739474465335 0.0028485930841910629 0.0027225279829920382 0.0018199914243350989 -0.0026873164158701325 -0.0037364107343504553 -0.003235666015288944 0.0010133618088093896
leaf_weight=0.002809616853994612 0.02748257335399984 0.0042849761852643544 0.0057335622226730712 0.0058599760664748137 0.0031918122762561998 0.0076737667582076332 0.0063605903026839874 0.0057386920523514453 0.0015560143001493998 0.0027601336522877764 0.0030185871582943955 0.0037865942751924555 0.0026113807902348176 0.0096221608438824546 0.0076008210851057348 0.0049945540171876237 0.0040008539690461467 0.0032256032719359942 0.0080617797001423241 0.021750039888644324 0.0030407543861201694 0.0034365672782428183 0.0036661241332467389 0.006419878965438385 0.015128191318197537 0.016676982030482165 0.0051616752681127301 0.0057897029368163396 0.0038500782325314722 0.025699080741866026
leaf_count=41 508 328 137 102 20 464 156 335 4 62 5 234 94 214 112 28 18 54 16 120 30 94 40 32 85 152 48 194 18 165
internal_value=0 -0.00195779 1.13588e-05 -4.6893e-05 1.39202e-05 -0.000832134 0.000181825 8.89273e-05 -0.00205318 0.000184504 0.000113741 0.000177146 0.000250606 -0.0014119 0.000399531 0.000477552 0.000333451 0.000450431 0.000549655 0.00169286 0.000245949 0.000369548 0.000500124 0.000637594 0.000862587 0.000420154 0.00014749 0.000428795 -0.000227733 0.000459739
internal_weight=0 0.00709459 0.223899 0.218165 0.212305 0.0351563 0.177149 0.170788 0.00729471 0.163493 0.160302 0.157541 0.153755 0.0126407 0.141114 0.138503 0.130902 0.125907 0.122682 0.0257509 0.0969308 0.0938901 0.0904535 0.0867874 0.0787256 0.0635974 0.0571775 0.0520158 0.0353389 0.0295492
internal_count=3910 369 3541 3404 3302 972 2330 2174 339 1835 1815 1753 1519 219 1300 1206 1094 1066 1012 138 874 844 750 710 694 609 577 529 377 183
is_linear=0
shrinkage=0.0037357


Tree=792
num_leaves=31
num_cat=0
split_feature=1348 14 3 38 483 123 39 42 147 123 133 1365 130 155 1373 130 483 1213 49 49 151 133 15 43 43 15 34 52 4 47
split_gain=0.00189427 0.00274314 0.00215111 0.00418628 0.00258598 0.00221462 0.00212224 0.00295553 0.00221573 0.00224351 0.00283109 0.0025845 0.00226797 0.00224356 0.00220584 0.00214786 0.00214898 0.00210258 0.0023772 0.00334626 0.00332343 0.00253142 0.00347147 0.00236145 0.00297698 0.00296984 0.0032837 0.00383518 0.00315415 0.00278462
threshold=0.094400000000000012 0.077685000000000018 0.30601500000000009 0.13790500000000003 -0.086419999999999983 -0.041524999999999992 0.15608500000000003 -0.26552999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084614999999999982 1.0000000180025095e-35 0.079100000000000018 0.088505000000000014 0.11103 -0.088449999999999987 0.09641000000000001 -1.0000000180025095e-35 -0.086904999999999996 -0.075429999999999983 0.094645000000000021 0.084760000000000016 0.088345000000000021 -0.074254999999999988 -0.0037249999999999996 0.090505000000000016 -1.0000000180025095e-35 -0.07125999999999999 -0.34687499999999999 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 4 -4 -1 -6 7 -7 -9 11 -11 12 13 14 15 -10 17 -17 20 -20 -19 23 -23 -21 -25 26 -26 -28 -29 -30
right_child=-2 -3 3 -5 5 6 -8 8 9 10 -12 -13 -14 -15 -16 16 -18 18 19 21 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=-0.0031330534849194859 0.0037392094958139041 -0.002795884206398095 0.0038108828080158394 -0.0038115916525662524 0.003316199629437429 -0.0038120450143141636 0.0030224215375395957 -0.0038117476787200622 -0.0023789502025062031 -0.0029823815064606838 0.0022076107355573451 -0.0038113447058790466 -0.0030656225468742812 -0.0032114396286794041 -0.0038119475330395582 -0.0019943072612255133 -0.0027359754335418026 -0.0017612924471792891 0.0028444001704935442 0.0014895142552524233 0.0015459921950148905 -0.0019914779268110768 0.0019949734644588999 -0.0023976399015343359 -0.00304812507995179 -0.0025928073179315057 -0.00085356526594583602 -0.00079235645449020071 0.0022705082832815524 -0.00031073056048990628
leaf_weight=0.00395273090804693 0.0019007852828565311 0.0052743784658844097 0.0049167512291248263 0.0013288481131894514 0.0028463609876041565 0.0030955018887937049 0.003174482539577638 0.0022584398856224644 0.0049286703558308878 0.0017638127583552441 0.011319951889980473 0.0027214793305638798 0.0035943607321353701 0.0031167877704767468 0.0021197854373440341 0.0058919690111078884 0.0036033073911987392 0.015790974200534436 0.008404397751291981 0.029732683842977004 0.0061217117512342148 0.012812294565727633 0.0042150590392466816 0.0058089696356446998 0.0033321132319201743 0.0044004918919924299 0.0149679518304211 0.0082573402809202751 0.032800540978030326 0.0074455270975448675
leaf_count=176 28 125 152 6 35 21 34 25 92 31 261 58 393 196 17 436 160 94 27 286 30 337 197 176 31 68 81 36 246 55
internal_value=0 -8.10649e-05 -1.43792e-05 0.00218908 -8.03908e-05 -2.13938e-05 -6.84984e-05 -0.000117928 -5.94093e-05 -1.55345e-05 0.00150795 -0.000126232 -6.96816e-05 -7.7049e-06 5.08144e-05 9.94051e-05 0.000174076 0.000239619 0.000325038 0.000517741 -0.000837342 0.000359756 -0.00100465 0.000577397 0.000225252 0.000439233 0.00063896 0.000832525 0.00135284 0.00179298
internal_weight=0 0.219998 0.214723 0.0062456 0.208478 0.204525 0.201679 0.198504 0.195409 0.19315 0.0130838 0.180066 0.177345 0.173751 0.170634 0.168514 0.163585 0.159982 0.15409 0.132177 0.0219127 0.123773 0.0170274 0.106746 0.0770129 0.071204 0.0668035 0.0634714 0.0485034 0.0402461
internal_count=3910 3882 3757 158 3599 3423 3388 3354 3333 3308 292 3016 2958 2565 2369 2352 2260 2100 1664 1540 124 1513 534 979 693 517 449 418 337 301
is_linear=0
shrinkage=0.00381041


Tree=793
num_leaves=31
num_cat=0
split_feature=1 0 42 13 4 0 4 52 49 43 52 42 43 130 50 41 47 0 0 1 1374 52 484 1 3 12 156 2 151 2
split_gain=0.00200822 0.0025619 0.00250373 0.00248838 0.00324935 0.00246771 0.00529796 0.00308487 0.00288326 0.00326661 0.00273035 0.00300665 0.00242176 0.00237917 0.0024047 0.00220993 0.00292365 0.00227487 0.0046565 0.00222865 0.00488615 0.00329967 0.00404614 0.00322106 0.00296475 0.00350282 0.00395747 0.00368997 0.00193496 0.00205751
threshold=0.10420500000000001 1.0000000180025095e-35 0.091955000000000023 0.41346500000000003 0.11205000000000001 0.047345000000000005 -0.49837999999999999 0.10433000000000002 -0.085974999999999982 -0.091114999999999988 -0.11712499999999999 0.091735000000000025 -0.079109999999999986 0.085970000000000005 0.10119500000000002 0.078535000000000008 0.09252500000000001 -0.077944999999999987 -0.082604999999999998 0.093935000000000018 -0.094679999999999986 0.086950000000000013 -0.0043499999999999988 0.088675000000000018 0.086245000000000016 0.088375000000000023 0.083540000000000017 -1.0000000180025095e-35 -0.40391999999999995 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 28 5 4 -4 8 7 -7 9 -1 11 -10 -6 14 15 16 17 18 19 20 -12 22 -22 -23 25 26 27 -24 -2 -30
right_child=1 -3 3 -5 12 6 -8 -9 10 -11 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010550135317352455 -0.0022150586628876217 0.0023829327644219137 -0.002679640786619422 0.0027240564050420332 0.0024143497453337345 -0.0026960095964741982 0.0015709839954912521 0.0012475669496000528 -0.002275593920738376 -0.0021808983593506275 -0.0027241945321723892 0.0027240393743256687 -0.0017266440804978734 -0.0027218344465614812 -0.0027216039514247345 -0.0019583886688134254 -0.0024409564612356692 0.0015565607741525498 -0.0027167560761475452 0.0018131224779337281 -0.0027226895140728641 -0.0027226732210894372 -0.0026655123981431921 0.0026884631286532667 0.0019601478992446546 -0.0027219819157294016 -0.0022789284963829854 0.0014359594018623818 -0.00029594784925082767 0.00067517792262779459
leaf_weight=0.0029704480491830063 0.0023636638679818125 0.0042426967332787049 0.0081772483691819886 0.0010284823365509519 0.0020174352125934547 0.0042893857335144494 0.015744473521692726 0.0022339063984873064 0.0069223186345670484 0.010392703248626844 0.0039411837811371688 0.0010222647106274962 0.0021715423053478853 0.0022514025692812458 0.0021553910888698615 0.0033875684838875477 0.0027985248588926473 0.010631190346401809 0.003818950991256293 0.0071053230599318331 0.0024369240123949245 0.0040700742737342912 0.001771898736478753 0.0010184748759911599 0.012917175311940809 0.002460060764235549 0.0029298957306878029 0.019507395285323526 0.026784350674049051 0.040713198008269558
leaf_count=34 23 165 557 1 14 80 76 7 327 96 43 1 29 317 177 53 78 124 225 40 125 229 12 10 30 84 60 201 258 434
internal_value=0 0.000329757 -0.000224116 -0.001343 -0.00168125 -0.000105899 0.000716598 -0.00134553 -0.000281148 -0.0014616 -0.00010808 -0.00163227 0.000267682 3.74593e-05 0.000114201 0.000191774 0.000288367 0.000393562 0.000194069 0.000385207 0.000186477 0.000429972 0.000680577 -0.00163963 0.000890081 0.000371797 0.000686177 0.00109444 0.000205067 0.000289816
internal_weight=0 0.0741039 0.140172 0.0133947 0.0123662 0.126777 0.0222678 0.00652329 0.104509 0.0133632 0.091146 0.00794458 0.00418898 0.0832014 0.08095 0.0787946 0.0754071 0.0726085 0.0619774 0.0581584 0.0510531 0.0471119 0.0420233 0.00508855 0.0395864 0.0266693 0.0242092 0.0212793 0.0698612 0.0674975
internal_count=3910 880 3030 601 600 2429 163 87 2266 130 2136 328 43 1808 1491 1314 1261 1183 1059 834 794 751 512 239 387 357 273 213 715 692
is_linear=0
shrinkage=0.00272125


Tree=794
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 52 3 52 15 3 43 39 130 13 42 15 42 132 48 13 47 151 151 15 160 1 0 4 43 15 157
split_gain=0.00174014 0.00312105 0.00262174 0.00408013 0.00231667 0.00230107 0.00258839 0.00257229 0.00335584 0.00245187 0.00347926 0.00353361 0.0028043 0.00269575 0.00262728 0.0024754 0.00263129 0.00226826 0.0022017 0.00216409 0.00209351 0.00283322 0.00215736 0.00307944 0.00304151 0.00273471 0.00234527 0.00250073 0.00262832 0.00213152
threshold=0.094385000000000011 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.42985499999999993 -0.115685 0.11401500000000002 -1.0000000180025095e-35 0.086245000000000016 -0.082689999999999986 0.005105000000000001 -0.081624999999999989 -0.09547499999999999 0.08622500000000001 0.041585000000000004 0.08401500000000002 0.12562500000000001 0.084260000000000015 -0.10241499999999999 0.085165000000000018 -0.40391999999999995 -0.098594999999999988 -0.074174999999999977 0.031805000000000007 0.13148500000000005 -0.017269999999999997 -0.16401499999999997 -0.26007999999999992 -0.07142999999999998 -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 -1 -3 -4 -2 19 7 17 9 14 11 -11 13 -13 -9 16 -16 18 -7 -5 -6 -22 23 24 29 26 -24 -28 -29 -23
right_child=4 2 3 5 20 6 -8 8 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 22 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0041284366247369116 -0.0041250443503403969 -0.0035587140521772215 0.0028486455231632453 0.00025245676811569645 -0.0029288038876617638 0.00081932959229795812 -0.0039591595341219744 -0.0014228628930738787 0.0021109936237069622 0.0023043150886359431 0.0036724617122389372 -0.0029843521756915069 -0.0041256791952124176 0.0023486726486361062 -0.0041248907892398523 0.0034203957491432471 0.0036926544468373766 -0.00060742563294221359 -0.0041254678581366111 0.0037923027668007652 0.0037613567384122116 0.0035625640357761904 -0.003605948878725453 0.0032223855540591609 0.0031140128949864176 0.0028058680953556214 -0.0041270077646257362 -0.0041207563202029715 0.00047101699088222918 -0.00044176460509735642
leaf_weight=0.003670809268840002 0.0019034197619376405 0.0039597685837104981 0.0072400398905188004 0.020027498701622903 0.0029736004825053888 0.0019052392520073633 0.0039429594217033062 0.0061925429059499484 0.010364340194854549 0.0027672657831061534 0.0020294870755606089 0.0036718869189371573 0.0098449796829580584 0.0028748221471772695 0.0018641533874763638 0.0066840713472231528 0.0012064730055953987 0.015269290854261541 0.0078153136766063724 0.0034430836382171029 0.004542684764828663 0.0024808513212661856 0.0041141695946862447 0.0088176336845862124 0.0061560142480558957 0.0042967379174712042 0.0026304066798275008 0.0023163207247307539 0.025099095261111874 0.025563476937776386
leaf_count=46 144 484 34 163 31 16 322 22 45 48 11 30 684 19 126 18 5 205 417 20 51 40 25 104 179 70 12 9 302 228
internal_value=0 -0.000386613 -0.000262985 -0.000141182 0.000377325 -0.000357856 -0.000704728 -0.000527709 3.58357e-05 -0.000543328 -0.00146276 -0.00200673 -0.00273452 -0.000642489 0.00067828 0.00201214 -0.00105332 -0.00159888 -0.00315628 0.000771745 0.000473626 0.000591247 0.000414495 0.00104907 0.00048874 -0.000295345 -0.000685424 -0.000285517 8.30594e-05 -8.75345e-05
internal_weight=0 0.114774 0.111103 0.107143 0.0908944 0.0999034 0.0764328 0.0724899 0.0475 0.0371357 0.0211884 0.019159 0.0163917 0.00654671 0.0159472 0.0097547 0.00307063 0.0249898 0.00972055 0.0234706 0.088991 0.0860174 0.0814747 0.043018 0.0342003 0.0384567 0.03416 0.0300458 0.0274154 0.0280443
internal_count=3910 2715 2669 2185 1195 2151 1968 1646 1008 963 792 781 733 49 171 149 131 638 433 183 1051 1020 969 551 447 418 348 323 311 268
is_linear=0
shrinkage=0.00412451


Tree=795
num_leaves=31
num_cat=0
split_feature=1 1374 52 1446 1365 15 158 1 0 12 3 2 12 47 158 52 48 49 484 0 3 47 3 43 1186 1212 38 2 160 3
split_gain=0.00782902 0.00759513 0.00599954 0.00597238 0.00594484 0.00606874 0.00692092 0.00644547 0.00657227 0.00606749 0.0111961 0.0070635 0.00677406 0.00728356 0.00748391 0.00647876 0.0065182 0.00589932 0.00546637 0.00662559 0.00581974 0.00610859 0.0054666 0.00498701 0.00565472 0.00483161 0.00528688 0.00467505 0.00466278 0.00663118
threshold=0.094385000000000011 -0.094679999999999986 -0.42985499999999993 0.091520000000000018 0.087665000000000007 0.024640000000000006 -0.26992499999999992 0.10956 -0.10303999999999998 0.092475000000000016 0.11265500000000002 0.090310000000000015 0.097345000000000015 0.13206500000000002 0.088055000000000008 1.0000000180025095e-35 0.12862000000000004 -0.042499999999999989 -0.065229999999999996 -0.23029999999999998 -0.115685 0.085165000000000018 0.084925000000000014 -0.077544999999999989 0.085080000000000003 -0.5172699999999999 -0.08781499999999999 0.085805000000000006 0.084835000000000008 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 10 11 -8 -11 14 -14 16 17 -12 -3 -20 21 -21 23 28 25 -25 -27 -24 29 -22
right_child=2 18 3 -5 -6 7 9 8 -10 12 15 -13 13 -15 -16 -17 -18 -19 19 20 22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.001002649651995797 -0.0010002561506915306 -0.0010005453601380282 -0.0010006061854209705 -0.0009882174655198501 -0.00080610228837131679 -0.00073331228985761606 0.00025703739458450396 0.00088934700759494298 -0.00034817830739416528 -0.000690671920082545 0.00072662651814404575 0.00092497643377524282 0.00065143821663816851 -0.00083440518511365659 -0.00056849845945755215 0.00055361851560028108 -0.00089133486472542259 -0.0002007796628724514 0.00047389311650368194 5.0438790260794958e-07 -0.00056045241011943127 0.00091745210075005524 0.0006731777536297316 0.00058752115085865524 0.00020122895496264725 0.00046684106319543284 -0.00080381356956119585 -9.8740147254548934e-05 0.00028229997438178252 0.00022743819069759628
leaf_weight=0.010090292318636784 0.0048539414152628515 0.0068430122834257636 0.0043437942410946553 0.0047303937734568527 0.0063483424310106775 0.01404675672091571 0.025494953208379911 0.0074378747815444504 0.010147451585908129 0.011677189616875694 0.0096366460257968356 0.041786330295337848 0.023285248558863714 0.0058326652128926062 0.0064147025800593829 0.01997020335659272 0.0090234811468690168 0.023805668273297442 0.018965032178584806 0.048024601413658274 0.032968333184825838 0.0085613997528071195 0.0099288732592412998 0.0029884004695190916 0.0090824445684489774 0.0035075448395218691 0.049365770144120802 0.037419107552977948 0.01869270950997759 0.015804890153418683
leaf_count=46 144 407 29 35 20 110 165 19 57 41 47 228 75 17 33 66 14 95 40 171 476 20 17 22 56 5 1164 78 112 101
internal_value=0 -0.00015124 9.97119e-05 0.000123549 0.000147536 0.000175972 0.000246503 -0.000228215 0.000175244 0.000277121 0.000388846 0.000671874 -2.98616e-05 0.000187302 0.000387952 8.38535e-05 -0.000137061 6.64592e-05 -0.000118469 -9.48269e-05 -0.000140463 0.000139238 -0.00022851 -0.000332796 -0.00053061 -0.000649598 -0.00071952 6.31311e-05 -0.000142377 -0.000305138
internal_weight=0 0.272242 0.228836 0.223982 0.219251 0.212903 0.181271 0.0316321 0.0175853 0.176927 0.129717 0.0672813 0.0472098 0.0355326 0.0297 0.062436 0.0424658 0.0334423 0.262152 0.255309 0.236344 0.056586 0.179758 0.13241 0.0649442 0.0558617 0.0528733 0.047348 0.0674659 0.0487732
internal_count=3910 2715 1195 1051 1016 996 810 186 76 781 615 393 166 125 108 222 156 142 2669 2262 2222 191 2031 1936 1247 1191 1169 95 689 577
is_linear=0
shrinkage=0.00100006


Tree=796
num_leaves=31
num_cat=0
split_feature=1 42 3 11 52 0 13 4 2 158 2 0 4 3 42 1375 1 4 133 13 3 49 4 2 9 4 12 15 2 124
split_gain=0.00627745 0.00613676 0.00537575 0.00517413 0.00477633 0.00571575 0.00475532 0.00483138 0.00471223 0.00465208 0.00537068 0.00437522 0.00556792 0.00542318 0.00500154 0.00433649 0.00465956 0.00731371 0.00618117 0.00975338 0.00513679 0.00464593 0.00449546 0.00633995 0.00740083 0.00440058 0.00410568 0.00407886 0.00810617 0.00380068
threshold=0.10113500000000002 0.091955000000000023 -0.115685 0.08184000000000001 -0.42985499999999993 1.0000000180025095e-35 0.41346500000000003 0.11205000000000001 0.11462500000000002 -0.4087349999999999 0.14808000000000002 0.18055000000000002 -0.49837999999999999 0.097615000000000021 0.091485000000000025 -0.43144499999999991 0.085990000000000011 -0.083329999999999987 0.083815000000000014 -1.0000000180025095e-35 0.090325000000000003 -0.47013499999999991 -0.077679999999999985 0.091250000000000012 -0.016839999999999997 -0.00027999999999999998 0.085775000000000004 0.079360000000000014 0.12330500000000001 -0.50873999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 7 -3 11 -6 29 12 -4 14 15 -14 17 18 19 -17 22 -19 -18 24 -24 -23 -27 -1 -29 -11
right_child=4 6 8 -5 5 -7 -8 -9 -10 10 -12 -13 13 -15 -16 16 20 21 -20 -21 -22 25 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00066010701621458875 -0.0012437167362428663 -0.0012203004125098736 -0.0012201020744793648 -0.00078089400884222759 -0.0012441580318913394 0.0011026459064667074 0.0012456672258833804 -3.9715314900554907e-05 -0.0011300357122301461 -0.0011291489113741584 0.001108025154592331 0.0012380984770709326 -0.0012464821788825563 0.00041648722357427124 0.00095147060486616979 -0.0012446769795301656 0.00041191621596723028 0.00099396296534223294 0.00099740159205829039 0.00057130376804308204 0.00088100581665892963 -0.0011940939926457154 0.00124601359744114 0.00037399156108650018 -0.0011115948199521839 -0.00012565175221715608 -0.0012438981901166926 -0.0012441277164176731 0.0012456028777178682 0.00013799405647092831
leaf_weight=0.031445969243335981 0.0036792147807318534 0.017375142521238729 0.0074700287326265871 0.0060537199588281956 0.0037224911761768445 0.0099323703154254872 0.001782431034371256 0.0077501807188014018 0.007791754603545086 0.0037637693203578229 0.0087488072069277223 0.00348130959264381 0.0065781774101765214 0.02460313710491846 0.0054664808883728702 0.008715404827817963 0.016327813165560201 0.0023967735933183567 0.0083760973655984117 0.0096205676004501584 0.0097438577467983123 0.021583278725387338 0.0023440856831484771 0.010570783717412269 0.016908243561530867 0.018560957710178634 0.0069876047598640403 0.0053650545863774823 0.0032447552075609565 0.13254118121162151
leaf_count=100 115 544 76 52 30 133 1 40 89 11 122 8 12 61 25 215 128 8 83 60 21 790 7 20 213 108 203 57 2 576
internal_value=0 -0.000154584 -8.98218e-05 0.000290553 0.000156899 0.000189369 -0.000716908 -0.000856136 -0.000183349 0.000128398 0.000163622 -0.000142309 -0.000169575 -0.00012308 -0.000215153 -0.000261128 -0.000212073 -0.000412005 0.000112411 -0.000291863 6.06339e-05 -0.000694836 -0.000112571 -0.000399723 -0.000824542 -0.000780715 -0.000431495 0.000452483 -0.00030583 0.000103005
internal_weight=0 0.260544 0.233636 0.0461095 0.162388 0.158709 0.0269078 0.0251253 0.187526 0.148776 0.145054 0.179735 0.176253 0.168783 0.14418 0.138714 0.132135 0.0762407 0.0267121 0.018336 0.0558948 0.0495286 0.0461509 0.0298231 0.0192523 0.0471318 0.0255486 0.0400558 0.00860981 0.136305
internal_count=3910 2923 2338 211 987 872 585 584 2127 739 709 2038 2030 1954 1893 1868 1856 1467 358 275 389 1109 368 240 220 1101 311 159 59 587
is_linear=0
shrinkage=0.00124344


Tree=797
num_leaves=31
num_cat=0
split_feature=1373 1 0 133 2 12 52 2 16 15 132 42 47 50 52 52 0 42 1 16 4 2 47 13 13 403 43 151 4 13
split_gain=0.00179111 0.00178001 0.00341675 0.00279673 0.00383139 0.00247319 0.00226897 0.00204517 0.00225598 0.00291554 0.00283546 0.00214518 0.00215424 0.00325546 0.00361352 0.00407264 0.0039479 0.00266329 0.00329694 0.00222171 0.00424216 0.00420273 0.00195531 0.00211425 0.00279581 0.0023562 0.00229448 0.0023917 0.00255832 0.00238446
threshold=0.11103 0.076710000000000014 -0.084074999999999997 0.084285000000000013 0.075670000000000015 0.085185000000000025 0.048695000000000009 0.14808000000000002 0.070590000000000014 -1.0000000180025095e-35 0.080815000000000012 -0.10770999999999999 0.081320000000000017 0.086465000000000014 -0.0066199999999999991 -0.048794999999999991 -0.15007499999999999 -0.10298999999999998 0.13837000000000002 -0.30307999999999996 0.26450500000000005 -0.013084999999999998 0.097435000000000008 -0.5337599999999999 -0.45122499999999993 -1.0000000180025095e-35 0.098320000000000005 -0.083919999999999981 -0.49269499999999994 0.17936000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 13 14 15 16 -13 -14 -19 20 -16 -21 23 -4 -25 -26 27 -27 -29 -30
right_child=-2 7 22 5 -6 6 -8 -9 9 -11 -12 12 17 -15 19 -17 -18 18 -20 21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.002858394670870853 -0.0035009716678404174 -0.0031319952851642215 -0.0038132666991758028 -0.0038109681250226646 -0.0038116432875045791 0.0015481972659208132 -0.00381150818784376 0.0027068096253256586 0.00011435677365460261 -0.0028033719729704345 0.0026506671666378405 -0.00030741431421958687 0.003817535156961933 -0.001490783400022773 -0.0020158015706849509 -0.0030945327600875486 0.0028514839384178622 -0.0013077599555401821 0.0036251167636230886 -0.0022717426324409041 0.0027822239204454307 0.0035691415745868959 0.0030681697023991687 0.0035635092608681052 -0.0038108767615597262 -0.003813307094247459 -0.0029606187498226757 -0.0015881763959656966 0.0014467205077495497 -0.0029177649266577638
leaf_weight=0.0014221488670074231 0.0021551470602503278 0.0027015853318133045 0.0021461213473230592 0.002292145118802936 0.010352724545199088 0.0069235804357266062 0.0013744716974857241 0.0047519515101370749 0.013365795723451868 0.0079183293824556245 0.0074764028578186972 0.017994330688850368 0.0018630493432283393 0.0087557618731715081 0.0048067636619322195 0.0048592145236625575 0.0084379688812248332 0.02375787580091071 0.002144820125977275 0.0020336367959430382 0.0060342210146586694 0.014845273236552717 0.0029727959980903043 0.003073882886383216 0.0024720327626983609 0.0019099669582729453 0.0033858817179748249 0.0063566063542133044 0.02369643510565745 0.0019684498149956644
leaf_count=7 19 36 3 195 562 136 108 140 152 213 132 45 1 281 36 53 191 240 8 41 182 135 31 7 339 44 94 29 413 37
internal_value=0 -8.78071e-06 -0.000498168 -0.00172818 -0.00300605 -0.000307363 0.000660427 0.000252531 0.000160696 -0.000971125 0.00038858 0.000216417 0.000311108 0.000677365 0.000999062 0.000111596 0.000700999 -0.000582809 -0.000899303 0.00200088 0.000654836 0.00286541 7.51559e-05 -0.000122528 6.22639e-05 -0.000208221 3.04319e-05 0.000328897 0.000575964 0.00111197
internal_weight=0 0.202094 0.0703472 0.0223651 0.0117749 0.0105902 0.00829805 0.131747 0.126995 0.0212841 0.105711 0.0982345 0.0955329 0.0677672 0.0590114 0.0312915 0.0264323 0.0277657 0.0259027 0.0277199 0.010841 0.0168789 0.0479822 0.0450094 0.0428633 0.0397894 0.0373173 0.0339315 0.0320215 0.0256649
internal_count=3910 3891 2005 1008 569 439 244 1886 1746 365 1381 1249 1213 964 683 289 236 249 248 394 218 176 997 966 963 956 617 523 479 450
is_linear=0
shrinkage=0.00381041


Tree=798
num_leaves=31
num_cat=0
split_feature=1 1374 52 484 0 0 11 15 0 2 124 133 40 47 52 160 14 0 0 132 52 52 49 457 0 52 52 13 43 43
split_gain=0.00514042 0.00701186 0.00569435 0.0056722 0.0055105 0.00536279 0.00591301 0.00597698 0.00704814 0.0087439 0.00758753 0.00681826 0.00636434 0.00881987 0.00669358 0.00624328 0.00581892 0.00505508 0.00798239 0.00561698 0.00554831 0.00613539 0.00498785 0.00480502 0.00449994 0.0106726 0.00869323 0.00494069 0.00446906 0.00753851
threshold=0.094385000000000011 -0.094679999999999986 -0.42985499999999993 -0.065229999999999996 -0.23029999999999998 1.0000000180025095e-35 0.088315000000000018 -0.074174999999999977 -0.23274999999999998 0.094825000000000007 -0.52484999999999993 -1.0000000180025095e-35 0.028705000000000001 0.13177500000000003 -0.40083499999999994 -0.079684999999999992 -0.46510999999999997 -0.077944999999999987 -0.082604999999999998 0.083140000000000006 0.086950000000000013 0.048490000000000012 0.0052300000000000011 -0.066264999999999991 -0.10783 -1.0000000180025095e-35 -0.14794999999999997 -0.10023999999999998 -0.078454999999999983 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 11 -11 -10 13 14 -9 16 -12 18 19 20 21 22 23 -6 25 -16 -26 -28 -19 -30
right_child=2 3 5 4 17 -7 -8 12 9 10 15 -13 -14 -15 24 -17 -18 28 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0013492402144195011 -0.0013462144632788164 -0.0013466812857916592 -0.00071431619600590248 0.00063130679089094723 -0.0013470146343893467 0.0010180543922593125 -0.00069996232632250856 0.0013508554307672998 -0.001326616724580656 -0.0012879724430814067 -0.0011420954247013035 0.000276073445984311 0.00097768032539280632 -0.0013289935436218891 -0.00069747463592009611 0.0012280755657333889 0.0009940632781382042 0.00039147696797876982 -0.001221739121923734 -0.0013466625267498815 -0.0010715411324618129 0.00061411086805359424 -0.0013462481050524784 1.1278341469524089e-05 0.00063273766617283659 0.00084136530486592738 0.001346415377010995 -0.0013203789681095071 -0.00084582175666879573 0.0002516663576657083
leaf_weight=0.008585571268554304 0.0046234417125106111 0.0065623803045227183 0.0090730600018105179 0.018312892866561015 0.0050988604906194715 0.012512421111296135 0.015094772146767355 0.0058517435099929562 0.0058991945339812437 0.0027815449248009818 0.0043093957647215575 0.026013366857711162 0.0091333002384317297 0.010941599023453819 0.014570160647622288 0.039942096590721121 0.0049792550925928936 0.04740112415134945 0.015330376886652175 0.0070928118431083922 0.0098553563946950362 0.021948863320361056 0.0062515080143157311 0.063170440985715004 0.0073644544457920338 0.018571320262026347 0.0013655199327331493 0.016061685117847446 0.019096545841478019 0.027907253332472237
leaf_count=46 144 407 35 40 59 146 43 2 34 7 6 129 14 28 26 235 49 207 429 83 380 162 170 314 29 72 10 186 322 96
internal_value=0 -0.000153411 0.000130888 -0.000112017 -7.84626e-05 0.000164288 0.000108636 0.000177649 0.00041261 0.000534442 0.000874742 -2.01917e-05 -8.29151e-05 -0.000212544 -2.10297e-05 0.000996935 3.00942e-06 -0.000136709 -0.000310176 -0.000186962 -0.0001096 -1.13282e-05 -0.000195541 -9.01691e-05 -0.000159602 0.000164837 -0.000593312 -0.00111142 9.98623e-05 -0.000194217
internal_weight=0 0.256614 0.209088 0.248028 0.241466 0.204465 0.191952 0.176858 0.0929979 0.0839249 0.0520123 0.0319126 0.0838598 0.0747265 0.0637849 0.0492307 0.00928865 0.223153 0.128748 0.113418 0.106325 0.0964697 0.0745208 0.0682693 0.0579331 0.0331415 0.0247917 0.0174272 0.0944049 0.0470038
internal_count=3910 2715 1195 2669 2262 1051 905 862 495 460 297 163 367 353 325 290 55 2222 1597 1168 1085 705 543 373 323 98 225 196 625 418
is_linear=0
shrinkage=0.00134594


Tree=799
num_leaves=31
num_cat=0
split_feature=158 31 457 1338 1348 14 1456 11 1 3 47 0 43 1 13 1374 160 0 0 52 52 457 132 0 47 52 51 156 0 133
split_gain=0.00174727 0.00191883 0.0017172 0.00171588 0.00202772 0.00268191 0.00205983 0.0018693 0.00242921 0.0022768 0.00283703 0.00242019 0.00369924 0.00312655 0.00297964 0.00290215 0.00272906 0.00284425 0.00256616 0.00306962 0.00240327 0.00256624 0.0023582 0.00222408 0.00244673 0.00468939 0.00297598 0.00249772 0.00220228 0.00342599
threshold=0.11034000000000001 -1.0000000180025095e-35 0.53894500000000012 1.0000000180025095e-35 0.084895000000000012 0.077685000000000018 -1.0000000180025095e-35 0.088160000000000002 0.10471000000000001 -0.115685 0.087850000000000025 -0.082994999999999985 -0.17307499999999998 0.093935000000000018 0.16421000000000002 -0.094679999999999986 0.093550000000000008 -0.23029999999999998 0.076335000000000014 0.089785000000000018 0.086950000000000013 -0.066264999999999991 0.083140000000000006 -0.017269999999999997 0.13177500000000003 0.12897500000000003 0.12342500000000002 0.11896500000000002 -0.084304999999999977 -0.088019999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 11 13 14 15 -13 -11 17 -17 -14 -20 21 -19 28 24 26 -26 27 -10 29 -23
right_child=-2 2 -4 -5 -6 -7 7 -9 23 10 -12 12 18 -15 -16 16 -18 20 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0037379439393432821 -0.0031097321792017685 -0.0024249567025869246 -0.0034677502698551932 -0.0037368667179212361 0.0028314380066619656 -0.0028854145918481271 0.00096520251973897719 -0.0015298278698019567 0.0017370500784313853 -0.0037397452693539923 -0.0028171775475428094 0.0033159154753531865 -0.0026060735668702196 0.0027695244253946438 -0.0014643454891572285 0.0031373820492736552 -0.0029187163500161636 -0.0037371822661646202 0.002407278227755797 -0.0021358783718512177 -0.0034409412241342727 -0.0037362198410912061 -0.0037368493931651471 0.0035822530438735121 -0.0033380777415384462 0.0020406161979161352 -0.0011920709416753821 -0.0018841162752783389 0.0026515568986826294 0.0008163997403375843
leaf_weight=0.0018956224622144182 0.0025582208140137999 0.0045862072591358318 0.002017069256908143 0.001702363959907415 0.0035397017314835457 0.0044580188318548144 0.021931784361640894 0.0091960688889685116 0.033075443041212793 0.0027866745478490875 0.0061893057485740135 0.0042861788215304833 0.015870455588036243 0.0062522763415699947 0.0031622698619173661 0.0048949434958558335 0.0036192347675800809 0.0020003934193013597 0.0038397892021464486 0.0045168718206873848 0.0024869811680430223 0.0026092567350666221 0.0016384106776179399 0.0038296790379490622 0.0054437579856312368 0.0038703130983321898 0.0071545911206953852 0.0028905210043603793 0.0072864825654264239 0.019899220178452012
leaf_count=110 167 276 15 23 67 114 148 122 373 37 178 19 910 59 48 15 90 80 23 20 265 140 34 98 33 20 43 21 59 303
internal_value=0 -2.42126e-06 -3.87755e-05 -2.942e-06 3.02833e-05 -2.25205e-05 4.71011e-05 0.000110534 0.000199512 -0.000115649 -0.000375178 -0.000197675 -0.00101598 0.000287052 0.00128644 -4.16349e-05 0.000190287 0.000465971 -0.00172384 -4.83504e-05 0.000101936 0.000365474 0.000626563 0.00083399 0.000633264 -0.00110305 0.00100831 0.00144602 0.000866505 0.000288645
internal_weight=0 0.19693 0.195034 0.193017 0.191315 0.187775 0.183317 0.178731 0.169535 0.113271 0.0913387 0.0851494 0.0316756 0.0534739 0.00744845 0.0472216 0.0444349 0.0408157 0.0242271 0.00835666 0.0359207 0.0334338 0.0314334 0.0562643 0.0524346 0.00931407 0.0431206 0.035966 0.029795 0.0225085
internal_count=3910 3743 3633 3618 3595 3528 3414 3138 3016 2428 2280 2102 1020 1082 67 1023 986 896 953 43 881 616 536 588 490 53 437 394 502 443
is_linear=0
shrinkage=0.0037357


Tree=800
num_leaves=31
num_cat=0
split_feature=1 0 39 51 3 457 2 3 4 52 42 16 48 403 16 150 44 159 51 9 12 12 1429 457 11 131 131 15 124 1
split_gain=0.00470583 0.00763439 0.0056025 0.0066627 0.00534628 0.00510665 0.00536185 0.00526087 0.00496795 0.0082343 0.00813888 0.00480844 0.00806106 0.00518363 0.00579079 0.00527673 0.00514809 0.00595946 0.00600138 0.00528513 0.00475419 0.007719 0.00551235 0.00534735 0.00474701 0.00532882 0.00523353 0.00472384 0.00462231 0.00387569
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 -0.40274499999999996 0.31335500000000011 0.081330000000000013 0.113945 0.090325000000000003 -0.49837999999999999 0.10433000000000002 0.09901500000000002 -0.095109999999999986 0.11930500000000001 0.03138500000000001 0.67964000000000013 -0.053939999999999995 0.13998500000000003 0.083280000000000007 -0.07742499999999998 -0.016839999999999997 0.086935000000000012 0.086865000000000012 0.084920000000000009 0.088175000000000017 -0.079069999999999988 0.10350000000000001 0.10424500000000002 -0.14676499999999995 -0.087894999999999987 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 20 4 -4 5 11 7 -7 9 -3 -10 12 27 14 15 -13 17 19 -19 -17 21 22 -1 -22 -21 -26 -27 -2 -5 -29
right_child=2 8 3 28 -6 6 -8 -9 10 -11 -12 13 -14 -15 -16 16 -18 18 -20 24 23 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.00048609277611105241 0.00091194315951053544 -0.0012696015686414191 -0.0012691252387736186 -0.00022034779788000195 0.001089355248392002 -0.00010321580130025422 -0.00051208161158045019 0.00098027476017674962 0.0004715362492931375 0.00041791273236021332 -0.0012701392248969676 0.00096234478402283858 -0.0010464613402084895 0.00053301927901703097 0.0012395883301777237 0.0012705535080711474 0.0012710508678708344 -0.00059717143224252451 0.0010217088883399956 0.00098273548617279559 -0.0010935571404024804 0.0012226672447980497 0.0010064261843342962 0.00019291459989997933 -0.0011548478743631182 0.001272207765342411 -0.0012685702185498903 0.00081791699021473076 0.00093004893861787672 -0.00013032406998467327
leaf_weight=0.051981338818155365 0.014312419268208032 0.0095829192503060767 0.0030424741944443659 0.0071007364485069493 0.0068982015234695373 0.011127191370746914 0.0089759610268629331 0.020470566065569074 0.047342060679227416 0.0090385898427882694 0.0047489545866881136 0.003655296761507997 0.0084399646211750223 0.0096098566223759008 0.0031188074372039401 0.001807817845929093 0.002290098615048918 0.0094946335643157909 0.0060186610236883107 0.0019958546072302843 0.025781537202632876 0.005348095866409607 0.0043107126314154689 0.0065097910078435453 0.044697853254419329 0.0030528970528393975 0.0022766060600361016 0.0087675649572531711 0.026914377610935958 0.033149003678659028
leaf_count=780 69 56 10 55 122 35 30 51 225 19 112 17 34 78 10 4 2 63 55 7 921 11 45 31 547 1 77 35 307 101
internal_value=0 -0.000203018 7.60672e-05 0.000529062 -7.8006e-06 -4.69621e-05 0.000352983 0.000598722 0.000111756 -0.000450508 0.000312754 -0.00015324 0.000109342 -0.000346165 -0.000453919 -0.000524071 -0.000599918 -0.000661707 3.09022e-05 -0.000861306 -0.000439982 -0.000233458 -0.000371799 -0.00083421 -0.000935389 -0.00101191 0.000186863 0.000282828 0.000689901 6.80167e-05
internal_weight=0 0.164644 0.237217 0.0370576 0.200159 0.193261 0.0405737 0.0315978 0.0707125 0.0186215 0.052091 0.152687 0.064669 0.0880184 0.0784085 0.0752897 0.0716344 0.0693443 0.0155133 0.053831 0.0939315 0.0616401 0.0562921 0.0322913 0.0520232 0.0500274 0.0053295 0.056229 0.0340151 0.0419166
internal_count=3910 2200 1710 372 1338 1216 116 86 412 75 337 1100 239 861 783 773 756 754 118 636 1788 836 825 952 632 625 78 205 362 136
is_linear=0
shrinkage=0.00126831


Tree=801
num_leaves=31
num_cat=0
split_feature=160 2 1375 403 123 4 2 160 160 1374 39 52 47 1 453 1373 15 1375 457 484 1 52 12 42 49 156 1375 42 1 16
split_gain=0.00168745 0.00168314 0.00297729 0.00266801 0.00223031 0.00240786 0.00457753 0.00211822 0.00222547 0.00209606 0.00201957 0.0031602 0.0025924 0.00270295 0.00198247 0.00208196 0.0023261 0.00245686 0.00270503 0.00262002 0.00265553 0.00259807 0.00214232 0.00238337 0.00248714 0.00303731 0.00299732 0.00346646 0.00466376 0.00248295
threshold=-0.40446999999999994 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088610000000000008 -0.49837999999999999 0.11085000000000002 0.087825000000000014 0.031805000000000007 0.090240000000000015 0.16168500000000002 0.09716000000000001 0.13910500000000003 0.12958500000000003 0.10963500000000002 1.0000000180025095e-35 0.17176000000000005 -0.43271999999999994 0.088175000000000017 -1.0000000180025095e-35 0.13385500000000003 -0.11051499999999999 -0.12394999999999999 0.092145000000000019 -0.10837499999999999 0.090560000000000015 1.0000000180025095e-35 -0.0060199999999999993 0.08844500000000001 0.3935300000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 14 11 12 13 -5 15 16 17 -7 19 -19 22 -20 -21 24 -24 26 27 28 -26 -29
right_child=1 4 3 7 -6 9 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 21 20 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0019865029119095585 -0.0029480268073373288 -0.0032537272679949779 -0.0024920247337050466 -4.8211643719591259e-05 0.0023196218534243555 -0.0018533204221661728 0.0027116306405919311 -0.0021199781319087086 0.0021903010489209809 -0.0025309473663610426 0.0032543172635578037 -0.003008987738498602 -0.0032539371559301426 0.0024794046535581071 -0.0029282518815864386 0.002527568005946276 -0.0019548379149519871 -0.0018825140458607371 -0.00091603441323559963 -0.0022204618241726216 0.0032537096112115536 0.0029867659387917828 -0.0015935031025953548 -0.0012934166894000515 -0.0032525515362875537 -0.0009796369354759507 -0.002550130864684455 0.0022758323587929938 0.0022309389047760514 -0.00088382692021203981
leaf_weight=0.0045803527686985026 0.0044125586471146496 0.0051508178452834832 0.0050041123578843374 0.04645654785510267 0.0053385074925813561 0.0046340599479890434 0.0018488425668010677 0.0047900223135144407 0.0050677215787295884 0.0026990230419556829 0.0018889458183366506 0.0038510846332409079 0.0024128526329150182 0.0049515420729058226 0.0018841024888160965 0.0047997323197250799 0.0044806238358887631 0.0051452746329196932 0.0023163923334550427 0.0032011974676322543 0.0035733445703627345 0.0081556424243558467 0.0043710250537287712 0.0068223994662268686 0.0034138764055935402 0.0071510823561027328 0.0020067867440616274 0.028247729567411284 0.0031578868241126656 0.0029005322931539004
leaf_count=305 107 101 635 818 132 6 16 152 82 40 7 107 9 68 13 15 44 202 7 29 84 82 28 233 237 83 22 187 31 28
internal_value=0 1.10812e-05 -0.000352486 -0.000198596 0.000268604 0.000165269 -0.00167808 -3.32718e-05 0.000121387 0.000295652 -5.46462e-05 -0.000163025 4.06135e-05 0.000195244 0.000374906 0.000440848 0.000329038 0.000449291 0.000581904 0.000351255 0.000528496 0.00212347 0.000369565 0.000512341 0.000752728 0.000971497 0.00132271 0.00152876 -0.000617605 0.0019816
internal_weight=0 0.190134 0.0788354 0.0744228 0.111299 0.10596 0.00699966 0.0694187 0.0646287 0.0989607 0.059561 0.057672 0.0538209 0.0514081 0.0962617 0.0943776 0.0895779 0.0850972 0.0804632 0.0699911 0.0648459 0.010472 0.0612725 0.0580713 0.0512489 0.0468779 0.0397268 0.03772 0.00657176 0.0311483
internal_count=3910 3605 1985 1878 1620 1488 117 1243 1091 1371 1009 1002 895 886 1331 1318 1303 1259 1253 1164 962 89 878 849 616 588 505 483 268 215
is_linear=0
shrinkage=0.00325215


Tree=802
num_leaves=31
num_cat=0
split_feature=1348 14 11 1456 401 1 0 133 403 1446 39 51 3 48 4 2 3 457 15 16 1 3 4 42 42 123 394 43 13 42
split_gain=0.00159707 0.00210749 0.00180002 0.00185156 0.00168189 0.00173351 0.00390961 0.00280147 0.00238467 0.00253425 0.00246578 0.0023753 0.00236713 0.0023422 0.00404524 0.00301112 0.0038756 0.00258453 0.00245007 0.00242811 0.00235732 0.00300266 0.00217486 0.00194337 0.002146 0.00290171 0.00340446 0.00201003 0.00195112 0.0019413
threshold=0.094400000000000012 0.08604500000000001 0.10553000000000001 -1.0000000180025095e-35 0.10072000000000002 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.03138500000000001 0.091520000000000018 0.005105000000000001 -0.40274499999999996 0.16699000000000003 0.12675000000000003 -0.23071499999999998 0.075670000000000015 0.013395000000000002 -0.0015249999999999997 -0.095799999999999982 -0.096824999999999981 0.095575000000000007 -0.12817999999999996 0.0021050000000000005 0.091955000000000023 -1.0000000180025095e-35 0.091310000000000016 -0.083449999999999983 -0.11652999999999998 0.083175000000000013 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -12 13 14 -7 20 -17 -18 19 -19 21 -16 -9 24 25 26 -8 -25 -26 -22
right_child=-2 -3 -4 4 -6 8 23 22 -10 -11 11 -13 -14 -15 15 16 17 18 -20 -21 29 -23 -24 27 28 -27 -28 -29 -30 -31
leaf_value=-0.0025514710691042857 0.0043696204595035457 -0.0034078320961362964 -0.0037971913200668321 -0.0038328531287336745 -0.0039852879426145738 -0.0044656444319671968 0.0025130236603137859 -0.0044650508360427619 0.0031108224004391108 -0.0044367069166352611 -0.0044658282899307233 0.0024808336864510522 0.0031470555055671226 -0.0023158766186693559 0.0033436169142969699 0.0036267904806380736 -0.0018312964650455887 0.0020791354892453584 0.0025008724523500427 -0.0020105636075090612 -0.0044674195481935741 -0.0044651922650745949 0.00068642698502050751 0.00048615264764743915 0.00072273204071043775 0.0037484959869741163 -0.0044658992054751731 -0.0044664394728676487 0.0036341051126662126 0.00043700669020841921
leaf_weight=0.0053491856687601915 0.001618496831682136 0.0037270347537940998 0.002475816346532155 0.009505013154851305 0.0019711951230059191 0.0035203373118122263 0.0019351507880571717 0.0020806668685704466 0.0065333237810420988 0.0021762806777054769 0.0010490795420992063 0.015139936707349477 0.0048949145549457276 0.0081762018006656945 0.0012003386798369277 0.0099296603123661953 0.0076399842446335233 0.0049436450192388284 0.012748996936878145 0.0069775724864484792 0.001756831090006016 0.0053830168155144555 0.0076002743021597041 0.0033728309599609929 0.020581828796139234 0.0018767523433780298 0.0049748948663452808 0.003167095642355732 0.0059043162673333418 0.019072433815964018
leaf_count=361 28 71 26 474 191 152 28 243 90 61 8 348 122 47 13 114 32 25 55 31 8 311 112 9 173 4 347 221 20 185
internal_value=0 -8.45259e-05 -1.64472e-05 3.57111e-05 0.000115196 0.000162151 -0.000442595 -0.00211116 0.000494056 0.000330627 0.000431913 0.00203068 0.000131806 -4.9627e-05 0.0002036 0.00043959 0.00118739 0.000437701 0.00114037 -0.000314594 -0.000712681 -0.00304142 -0.000420749 0.00032303 0.00073747 -0.00117441 -0.00251146 -0.00191224 0.00137174 2.3346e-05
internal_weight=0 0.185665 0.181938 0.179462 0.174113 0.172141 0.0609988 0.019186 0.111143 0.104609 0.102433 0.016189 0.0862439 0.081349 0.0731728 0.0696525 0.0422399 0.0323102 0.0246702 0.0119212 0.0274126 0.00658336 0.00968094 0.0418129 0.0352729 0.0087868 0.00691005 0.00653993 0.0264861 0.0208293
internal_count=3910 3882 3811 3785 3424 3233 1631 829 1602 1512 1451 356 1095 973 926 774 257 143 111 56 517 324 355 802 572 379 375 230 193 193
is_linear=0
shrinkage=0.0044645


Tree=803
num_leaves=31
num_cat=0
split_feature=51 31 1 11 3 47 0 124 3 151 48 42 49 133 42 43 131 0 15 52 13 13 376 132 457 1 1374 51 3 156
split_gain=0.00153922 0.00172307 0.00159205 0.00193009 0.00220259 0.00265334 0.00190117 0.00187987 0.00223244 0.00194407 0.00178729 0.00166 0.00198356 0.00296553 0.00228517 0.00214362 0.00299199 0.00190169 0.00257218 0.00226815 0.00195298 0.00230871 0.00234019 0.00217536 0.00192894 0.00201945 0.00309388 0.00259874 0.00211856 0.00225422
threshold=-0.42891999999999991 -1.0000000180025095e-35 0.10386500000000001 0.08184000000000001 -0.12008499999999998 0.086425000000000016 -0.032484999999999993 -0.50873999999999986 0.31335500000000011 -0.40391999999999995 0.082070000000000018 0.09901500000000002 -0.085974999999999982 0.089725000000000013 -0.09602999999999999 -0.17307499999999998 0.08956500000000002 -0.083424999999999985 1.0000000180025095e-35 -0.092854999999999979 -0.5337599999999999 -0.41810499999999995 0.076485000000000011 0.092725000000000016 0.53894500000000012 0.094485000000000013 -0.094679999999999986 0.093005000000000018 0.086245000000000016 0.080810000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -7 -4 9 -9 -3 12 13 -6 -14 -16 17 19 20 -17 -19 -22 23 -23 25 26 -21 28 29 -28
right_child=1 2 7 -5 5 6 -8 8 -10 -11 -12 -13 14 -15 15 16 -18 18 -20 24 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0031263690723229882 0.0031275762159991981 0.0002729800601943445 -0.0031201209230371303 -0.0022816029832942912 -0.0024478008893813459 -0.0031267688951782001 0.001535580644458802 -0.002841658744310869 0.003126206164202529 0.00041369946346859522 0.0025582492980265174 -0.0024359475032882977 -0.0031267319437441239 0.0014775244129066596 0.0019700428858934731 -0.0029249659132226957 -0.0030381468437067237 -0.0031278327698744438 -0.0031265142485870563 -0.0031288562347540714 0.0028887305179195423 -0.0023064111903127954 0.0027007932983336537 0.0027609618026947134 -0.0031267111907267637 0.0028668080470474404 0.00062420516747917687 -0.0031271378598168066 0.0019576559771205954 -0.0031266776180408251
leaf_weight=0.0015566778064197697 0.0016998383229918082 0.014973027630468039 0.0014813477085908735 0.0044224171262570158 0.0074207084885031804 0.0051675588512587467 0.0010239032571348608 0.0018500513531307652 0.0028889433188155058 0.057604553465935737 0.004305497840903171 0.0032180857590793357 0.0021592568223889321 0.0025189285430684549 0.0057251199085666107 0.001848454008614552 0.0030688223291619457 0.0017889564624056229 0.0035985130626592357 0.002153724969019776 0.0027058729538111956 0.0047959709159357605 0.0017410468382195177 0.0010004288077425372 0.0013050452052993924 0.0039186217022688643 0.018780875700681314 0.0016230320290135927 0.01218116439687833 0.0017079301569884455
leaf_count=102 112 139 8 103 82 223 17 20 123 619 32 315 183 31 56 107 249 3 351 32 7 206 20 7 10 31 530 59 43 90
internal_value=0 -4.57238e-06 -3.46561e-05 -0.00025732 -0.000174986 -0.000381526 -0.00235574 0.000360098 0.000442791 0.000312402 0.000783352 -0.000234718 -0.000146218 -0.00145303 3.90707e-05 0.00013968 -2.87431e-05 0.000127392 -0.000807825 0.000463297 -0.000114371 0.000411918 -0.000477234 -0.00143181 0.000613596 0.000734524 0.000505268 0.000733504 0.000925299 0.000311535
internal_weight=0 0.178678 0.176978 0.113153 0.108731 0.089452 0.00619146 0.0638249 0.0623435 0.0594546 0.0192785 0.0832606 0.0800425 0.00993964 0.0701028 0.0679436 0.0622185 0.0591496 0.0156308 0.0435188 0.0120323 0.0102433 0.00753745 0.0057964 0.0416704 0.0403653 0.0364467 0.034293 0.03267 0.0204888
internal_count=3910 3808 3696 2926 2823 2652 240 770 762 639 171 2412 2097 113 1984 1801 1745 1496 594 902 243 240 233 213 795 785 754 722 663 620
is_linear=0
shrinkage=0.00312586


Tree=804
num_leaves=31
num_cat=0
split_feature=156 1213 403 403 132 129 13 133 160 133 474 2 1375 50 13 453 4 47 457 4 43 11 40 133 3 131 12 43 16 40
split_gain=0.00150101 0.00150184 0.00182453 0.00157681 0.00188753 0.00238698 0.00234936 0.00187292 0.00205484 0.0030176 0.00393959 0.00262603 0.00257086 0.00254825 0.00253207 0.00275469 0.00314481 0.00229846 0.00268524 0.00205656 0.00203895 0.00198952 0.00235586 0.00181692 0.0022296 0.0018113 0.00222766 0.00188914 0.00211633 0.00222352
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.088229999999999989 -0.084084999999999979 0.079995000000000011 0.08956500000000002 -0.077944999999999987 -0.26719999999999994 -1.0000000180025095e-35 -0.031394999999999992 0.084655000000000022 0.11635500000000001 -0.012944999999999998 0.12454000000000001 -0.083514999999999992 1.0000000180025095e-35 0.24280000000000004 0.12132000000000003 -0.070739999999999983 -0.04133499999999999 -0.06372499999999999 0.08235000000000002 -0.08347499999999998 0.09117500000000002 -0.15653499999999998 0.097135000000000013 0.099170000000000022 -0.50992999999999988 0.032820000000000009 0.10611000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 11 12 -11 -13 -10 16 21 18 -18 -12 -21 22 -16 24 -24 26 27 -26 -29 -30
right_child=1 3 -4 4 6 -7 -8 8 14 10 19 13 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.0032524075859492242 0.00056393377171275703 -0.0020644405321153135 -0.0032525178596948525 -0.0025827287161949933 -0.0010189533470216343 -0.0030825407964201255 0.002191420968622626 0.0025671365567319871 0.001009199795736631 0.0021871659453710415 -0.0015025528749884525 0.0027491341306376742 -0.0029400801060794762 -0.0030947573298520867 0.0032420771133932409 -0.0029302706496565798 -0.002313864935425227 -0.0017971726344418373 0.0029442994691647028 -0.0023892444836372713 0.0025297783459547708 -0.0032528926748943824 0.0026474615159965409 -0.0023077836431802277 0.0031950230883674249 0.00205375017465489 -0.0024574827646793446 9.3147713354898028e-05 -0.0024478753248705584 0.0020132563924136621
leaf_weight=0.0015175833112994743 0.0022525199918437266 0.0036452643014861499 0.0032170338568366921 0.0027978609048968641 0.0033003445802961559 0.0026131074744304419 0.0089457818958678104 0.0027832080274592377 0.036446920573860453 0.0011242321769699979 0.003079592606361814 0.0021924323815056814 0.012931448563790582 0.0012330207931228188 0.0021918733632375611 0.0033103606382098852 0.0011699709648382859 0.0017031835704983686 0.0084177018398179371 0.0010659411913955807 0.005437472270855892 0.0021483167586779919 0.0030864393233969089 0.0040015122326462196 0.0017373975232430885 0.0035366119456767811 0.004814456504547592 0.034790340157094597 0.0071545703020028384 0.0014154350428725593
leaf_count=197 105 449 486 173 117 116 126 53 397 65 43 58 437 17 72 36 4 11 140 91 59 71 15 110 6 32 42 259 118 5
internal_value=0 -3.87763e-06 -0.00168079 5.10198e-05 9.82048e-05 -1.26681e-06 0.00132622 5.29277e-05 0.000103515 -0.000657438 -0.000989046 -0.00190773 -0.00252998 0.000645576 0.000299438 -2.60427e-05 0.000100179 0.00168421 0.00230265 0.000686794 0.00172353 -0.000175497 -7.01035e-05 -0.000190029 -4.01359e-05 -0.000195333 -0.000354696 -0.00013021 -0.000263449 -0.00171107
internal_weight=0 0.172544 0.00546955 0.167075 0.16343 0.151183 0.0122461 0.14857 0.145772 0.0298473 0.0270641 0.0174811 0.0140557 0.00342545 0.115925 0.0794782 0.0761678 0.0112909 0.00958767 0.00958301 0.00650341 0.064877 0.0627286 0.0605368 0.0565353 0.0534488 0.0499122 0.0450977 0.0433603 0.00857001
internal_count=3910 3713 591 3122 2673 2430 243 2314 2141 823 770 577 502 75 1318 921 885 155 144 193 150 730 659 587 477 462 430 388 382 123
is_linear=0
shrinkage=0.00325215


Tree=805
num_leaves=31
num_cat=0
split_feature=2 38 3 1365 124 402 1348 14 484 150 480 1373 453 1 2 2 15 0 52 133 474 0 12 4 13 13 13 3 394 52
split_gain=0.00146933 0.00147497 0.00252297 0.00159006 0.00163566 0.00217674 0.00153848 0.00228291 0.00156328 0.0027914 0.00190674 0.00158254 0.001532 0.00168803 0.0024207 0.00278119 0.00295938 0.00227286 0.00236392 0.00234969 0.0033104 0.00201243 0.0018923 0.00188749 0.00188156 0.00248579 0.00233238 0.00204565 0.00189573 0.00303789
threshold=0.16971500000000003 0.13481500000000002 0.31335500000000011 0.087320000000000009 -0.048219999999999992 0.086105000000000015 0.094400000000000012 0.077685000000000018 -0.0043499999999999988 0.10117000000000001 0.10412 0.11103 0.096095000000000014 0.076710000000000014 1.0000000180025095e-35 0.093070000000000014 -0.074174999999999977 -0.084074999999999997 0.11401500000000002 0.084285000000000013 0.087070000000000022 1.0000000180025095e-35 0.097345000000000015 0.0021050000000000005 0.16421000000000002 0.083175000000000013 -0.083924999999999986 -0.5217799999999998 -0.083449999999999983 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 12 13 17 21 -16 -17 19 24 20 -10 22 -15 -21 25 26 -19 -26 -28 -30
right_child=-2 -3 -4 -5 6 -7 -8 -9 11 -11 -12 -13 -14 14 15 16 -18 18 -20 23 -22 -23 -24 -25 27 -27 28 -29 29 -31
leaf_value=0.0021920367205682679 0.0033756956092550893 -0.004182519459667345 0.0042073532361294715 -0.0038306983648743053 -0.0042079413658248875 -0.004207682206882413 0.0041585576677169462 -0.0039204982748574152 -0.0042081765763509037 0.0026317026222439813 0.0018174176273187607 -0.0042081821056156061 -0.0040352903797615984 -0.0015860985395462733 0.0024350389354942576 0.0014264152388814614 -0.0012123290169371132 0.0015703112328317235 -0.0042085389782137465 -0.0042074592409674207 0.0033325045467606069 0.0039951977194167751 0.00048730977074395087 0.00081953102263049792 0.0012841829829194841 0.0036713819144013281 0.003042126600786183 -0.0039191222713821127 0.00065142283127367069 -0.0042082267303153419
leaf_weight=0.0093564398756491585 0.0021995159873924299 0.0015408030915864393 0.0024304534673404979 0.0020087799766628214 0.0054784112375081406 0.0010457949795963381 0.0014347647765191587 0.0028912147460893314 0.0079726120494418781 0.0018747229410109867 0.0011194943358816545 0.0015902600997037544 0.001634150760821739 0.017584648532340097 0.016719375167923545 0.017675405428065005 0.013095498004094708 0.011615965662969071 0.002116615240986163 0.0016406330163545313 0.0011833317912106631 0.0017279418057682952 0.013987216339685915 0.0068055052381570391 0.0022243190860535833 0.0045604327596926444 0.0016219798679912864 0.0033532322461411459 0.0043472065674805532 0.0047801455524077007
leaf_count=236 96 15 106 39 506 32 20 114 453 12 34 18 19 479 91 149 212 88 172 169 10 37 143 92 7 22 25 47 134 333
internal_value=0 -8.55889e-05 -4.70686e-05 -0.000111116 -6.42521e-05 0.00154864 -0.000176827 -0.00021897 -0.000145015 -0.00189841 -0.00318559 -3.59705e-05 1.33061e-05 6.3046e-05 0.000444081 0.00105387 0.000303417 -0.000526435 9.93885e-05 -0.00175731 -0.0032336 -0.00042557 -0.000667521 -0.000156944 0.000379921 0.000840608 0.000263394 -0.00184405 -0.00114889 -0.00189366
internal_weight=0 0.165417 0.163877 0.161446 0.159437 0.0104022 0.149035 0.1476 0.144709 0.00847263 0.00659791 0.136236 0.134646 0.133012 0.0807901 0.0474903 0.0307709 0.052222 0.0346199 0.0176021 0.00915594 0.0332998 0.0315719 0.00844614 0.0325033 0.0269257 0.0223653 0.00557755 0.0107493 0.00912735
internal_count=3910 3814 3799 3693 3654 268 3386 3366 3252 552 540 2700 2682 2663 1111 452 361 1552 828 724 463 659 622 261 656 602 580 54 492 467
is_linear=0
shrinkage=0.004207


Tree=806
num_leaves=31
num_cat=0
split_feature=482 4 11 151 474 47 50 1213 480 1211 457 1 0 43 156 157 403 52 159 42 151 43 124 49 150 1374 1374 457 16 484
split_gain=0.00138209 0.00154184 0.00322897 0.00225388 0.00198229 0.00174706 0.00205255 0.0016598 0.00165527 0.00158402 0.00150531 0.00155506 0.00301559 0.00285181 0.00226072 0.00180594 0.00175926 0.00185808 0.0018305 0.00204699 0.00193985 0.00187796 0.00171415 0.0024482 0.00226686 0.00179429 0.00253111 0.00185426 0.0024213 0.00224851
threshold=0.099580000000000016 0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.096475000000000019 0.11901000000000002 -0.082704999999999987 0.08456000000000001 1.0000000180025095e-35 0.53894500000000012 1.0000000180025095e-35 -0.089879999999999974 0.15364000000000003 0.090385000000000007 -1.0000000180025095e-35 0.088825000000000015 0.11401500000000002 0.10719000000000002 0.091955000000000023 -0.083919999999999981 -0.11652999999999998 -0.50873999999999986 0.0062100000000000011 0.15024000000000001 -0.26766999999999991 -0.094679999999999986 0.088175000000000017 -0.30307999999999996 -0.0043499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 13 -9 22 -14 17 18 19 20 -17 -21 -13 24 25 -24 -27 28 -28 -30
right_child=-2 3 -4 4 5 -7 -8 8 -10 -11 -12 14 15 -15 -16 16 -18 -19 -20 21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0037360335983498897 -0.0034290795788637085 -0.0032990799935038945 -0.0031725756077404955 -0.0037396335209877785 0.0028776878933130775 -0.00012685424231223248 -0.0013727611509425531 -0.0032016653111533165 -0.0037361717472940274 -0.0037362462336280522 -0.00352854385132325 -0.0034454784095960529 -0.0037360836506625666 0.0011358442698657448 -0.0020727491231248866 -0.0021366359397540823 -0.0028542692142358396 -0.0027146478890303968 -0.0037375363789742132 0.00087542831165956809 0.0016179671796946308 -0.0037370176769751916 0.0033287218392122442 0.0025463566139827206 -0.0030958331880976786 -0.0037391578512285155 -0.0025600647237233451 0.0036999192073418285 -0.0026971917132451078 0.00085371008174615025
leaf_weight=0.0016732711092943822 0.0016574683533914216 0.0016382738963329748 0.0047525553375464815 0.0010518173221498719 0.011420767821590516 0.0061086136517474179 0.0018410966213195943 0.0082329145493362718 0.0016272083377941718 0.0015198185762672614 0.0015758709869260193 0.0014054020593903252 0.0016221375715388389 0.0028468079621806206 0.0045581522038276026 0.0020853073884179443 0.0023271203155097444 0.00234024526978338 0.0012305821656113372 0.0026136375381611288 0.024278157048298617 0.0023301212959774267 0.0031842381912952069 0.0089566295255281148 0.0024090743390843264 0.0019466678786557159 0.0034945032202955339 0.0025597063141162826 0.0026321391572494681 0.045644172275657986
leaf_count=347 133 20 155 1 379 47 13 268 232 174 14 10 202 47 134 31 73 134 56 4 421 124 15 109 4 3 41 21 84 614
internal_value=0 -1.63273e-07 -0.00014691 0.00091679 0.00125499 0.00152619 0.00228761 -3.88686e-05 8.20436e-06 5.51473e-05 0.000100069 0.000145201 -0.000368173 -0.00208719 0.000478848 0.000122365 0.000290593 0.000500423 0.000731663 0.000907333 0.00132098 -0.00129854 0.000639864 0.000720928 0.000456672 0.000600601 0.00044624 0.000596204 0.000442747 0.000660106
internal_weight=0 0.159907 0.137846 0.0220606 0.0204223 0.0193705 0.0132619 0.133094 0.131421 0.129793 0.128274 0.126698 0.049907 0.0110797 0.0767907 0.0388273 0.0372052 0.0348781 0.0325378 0.0313072 0.0263635 0.00494376 0.0722325 0.0708271 0.0618705 0.0594614 0.0562772 0.0543305 0.0517708 0.0482763
internal_count=3910 3777 3317 460 440 439 392 3162 2815 2583 2409 2395 1360 315 1035 1045 843 770 636 580 452 128 901 891 782 778 763 760 739 698
is_linear=0
shrinkage=0.0037357


Tree=807
num_leaves=31
num_cat=0
split_feature=160 2 41 4 15 159 157 123 1374 457 150 403 1212 401 123 484 14 128 403 4 0 0 2 1 0 42 2 48 151 16
split_gain=0.00133822 0.00140101 0.00203893 0.00237727 0.00225073 0.00219636 0.00192606 0.00179962 0.00176209 0.00191402 0.00383521 0.00181876 0.00212007 0.00175985 0.00178177 0.00186673 0.00189557 0.00175229 0.0016729 0.0016092 0.00201429 0.00244562 0.00178951 0.00234861 0.00268802 0.0020329 0.00328446 0.00160999 0.00158311 0.00192691
threshold=-0.40446999999999994 0.099015000000000006 0.080335000000000018 0.27608500000000008 -0.11739999999999999 0.10392000000000001 0.08511500000000001 1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 0.086420000000000011 0.088015000000000024 -0.5172699999999999 1.0000000180025095e-35 0.10103000000000001 -0.0043499999999999988 0.07802000000000002 0.11637500000000002 -0.092224999999999988 -0.49837999999999999 -0.072559999999999986 -0.083424999999999985 -1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 0.085195000000000007 0.075670000000000015 0.084905000000000022 -0.40391999999999995 -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 2 3 4 -2 6 8 28 -6 10 11 13 -13 14 15 -10 17 18 -17 -20 21 22 -21 24 25 26 -24 -25 -3 -30
right_child=1 7 -4 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=-0.002390619964897471 -0.0025315505759235541 -0.0033208599453508716 -0.0027347278370331738 0.0035153198678756423 -0.0024307133448375688 -0.0038878181886764633 -0.0038494250402881774 0.0025969544338478663 -0.0036263426398109619 0.0024470975819328327 -0.002981504915018801 0.0025125473012828771 -0.0038870684498414931 -0.0038870089997311598 -0.0038699189260767985 -0.0038868591818961079 -0.0038872610285633452 -0.0038887333159007696 -0.0017265016855999816 -0.0015822065963675116 0.0026752696539890535 -0.0014760716498859656 0.0038887376702530486 0.0033517547115441714 0.0035781526087540244 0.0017078360821760417 -0.0038877295695780118 0.00049993286192767281 0.0037909094447653949 0.00022878233462620066
leaf_weight=0.0035638792091354779 0.0060769193854568462 0.0017898427620650628 0.0048237393887688986 0.0026083562878085323 0.0038718868196809799 0.0022240039862104757 0.0018879456198988001 0.0055605145914654477 0.0014364404725650806 0.0055814219743144369 0.0056658279786034873 0.0010671804397404117 0.0029258135486172057 0.0013277312603321425 0.001292872902695307 0.0010043318363539546 0.0012394251647123147 0.0010951385230617552 0.0027230295309834526 0.0028975658306080723 0.012634870894324052 0.0056528886650504253 0.0010232588683720522 0.011443184331625389 0.0027347345923089987 0.0029280826616524536 0.0041391049023280502 0.0040482374773773708 0.0024087832359782615 0.048123305265969307
leaf_count=305 171 25 93 121 54 148 65 174 299 43 121 32 184 120 8 256 24 35 28 27 114 260 2 61 10 80 147 13 47 843
internal_value=0 1.87222e-05 -0.000273307 -0.00014069 -0.0002504 -7.89312e-05 2.88133e-05 0.000494758 0.000124234 0.000260005 7.85675e-05 0.000359963 -0.00217669 0.000535746 0.000640062 0.000746076 0.000863333 0.000975862 0.00107985 0.00117917 0.00134574 0.000863951 0.00131674 0.00163593 0.000246966 -0.000879043 -0.00234632 0.00260651 0.000271347 0.000398583
internal_weight=0 0.152236 0.094354 0.0895303 0.0869219 0.080845 0.078621 0.0578824 0.076733 0.0728611 0.0672797 0.0616139 0.00399299 0.0576209 0.0562932 0.0550003 0.0535639 0.0523244 0.0512293 0.050225 0.0475019 0.0348671 0.0292142 0.0263166 0.0108252 0.00809045 0.00516236 0.0154914 0.0523219 0.0505321
internal_count=3910 3605 2516 2423 2302 2131 1983 1089 1918 1864 1821 1700 216 1484 1364 1356 1057 1033 998 742 714 600 340 313 239 229 149 74 915 890
is_linear=0
shrinkage=0.00388662


Tree=808
num_leaves=31
num_cat=0
split_feature=9 156 2 41 4 159 15 50 157 150 457 1374 123 15 49 38 160 474 11 1 159 0 454 3 0 2 1 133 129 0
split_gain=0.00130711 0.00126658 0.00124082 0.00170105 0.00242198 0.00203193 0.00213849 0.00166771 0.00166105 0.00172454 0.00299465 0.00273342 0.00179326 0.00162622 0.00225418 0.00201099 0.00175517 0.0017356 0.00179927 0.00195829 0.00211565 0.00242091 0.00161943 0.00176456 0.00234351 0.00192848 0.00194842 0.00187598 0.00247668 0.0019022
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.097940000000000013 0.080335000000000018 0.27608500000000008 0.10276500000000001 -0.13578499999999996 0.10119500000000002 0.08511500000000001 0.086420000000000011 0.088175000000000017 -0.049459999999999997 0.10103000000000001 -0.074174999999999977 0.27772500000000006 0.13481500000000002 0.31473500000000004 -1.0000000180025095e-35 0.10129000000000001 0.091655000000000014 -0.079759999999999984 -0.26376499999999997 -1.0000000180025095e-35 0.084925000000000014 -0.069794999999999982 -1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 0.086720000000000005 -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 4 5 6 -3 8 9 12 -11 -12 22 14 15 17 -15 -4 19 -19 -21 -22 -8 24 25 -24 27 28 -27 -29
right_child=1 2 13 -5 -6 -7 7 -9 -10 10 11 -13 -14 16 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0030404950515054937 -0.0034514454667854818 -0.0029585754535355895 -0.0026009912542039079 -0.0023328977574165444 0.0033244661848952145 -0.0034520864893727641 -0.0034520852164676196 -0.0034515011857315474 -0.0034518405903649772 -0.0027981208069491124 -0.001735413551447655 0.003081671552085369 -0.0034521060146539898 -0.00029860972545058505 -0.0025358706141569011 -0.0034194095130849898 0.0032003991894605736 -0.00089429116131036119 -0.0026077090765619778 -0.0011869734272047026 -0.0011274859146660219 0.0033502092376756411 -0.0033594043286911289 0.0018019649658357945 0.0014562098295601818 -0.0031259618931008771 0.0007824517309462846 0.0010869265207984879 0.0018566948712332647 -0.0034520597496209824
leaf_weight=0.0016325168043103125 0.0013036142962286048 0.0031817196687153873 0.0011242483892601731 0.0046288804505820727 0.0022802590111510304 0.0023389084911804572 0.0012596259024810754 0.0016974384816244017 0.0016155059641338445 0.006099450447344168 0.0027807359775806617 0.0028320141937001608 0.001461285657114785 0.033759898457459414 0.0019349801652026591 0.0010066334498333154 0.0017985037474232959 0.0023653592641608148 0.0010437326218379886 0.0017023395166688706 0.0016101752239592254 0.013463340834817934 0.0022348855814584559 0.010238779312203405 0.01314906574603826 0.0060772025870683283 0.016384299768825272 0.00620019940491634 0.0014769759788988424 0.0013368254562546866
leaf_count=121 197 140 11 98 66 170 37 252 59 132 30 17 9 553 30 9 31 135 7 23 11 280 40 55 126 518 342 145 86 180
internal_value=0 -6.4597e-05 -3.45791e-05 -0.000296991 -0.000182962 -0.000282481 -0.000187469 -6.96661e-05 8.81245e-06 8.69699e-05 -0.00112407 0.000695134 0.000324085 0.000348335 0.00103744 0.00134728 -0.000121634 0.00157245 0.0018049 0.00204551 0.00246002 0.0028719 0.000418641 0.000504032 0.000220433 -0.000261593 -4.16364e-05 -0.000936337 -0.00215176 0.000281857
internal_weight=0 0.148387 0.147083 0.0872741 0.0826452 0.0803649 0.078026 0.0748443 0.0731469 0.0715313 0.0117122 0.00561275 0.0598191 0.0598092 0.0242508 0.0223158 0.0355584 0.0213092 0.0201849 0.0191412 0.0167759 0.0150735 0.0583579 0.0570982 0.0468595 0.0337104 0.0314755 0.0150912 0.00755418 0.00753702
internal_count=3910 3789 3592 2502 2404 2338 2168 2028 1776 1717 179 47 1538 1090 506 476 584 467 456 449 314 291 1529 1492 1437 1311 1271 929 604 325
is_linear=0
shrinkage=0.00345121


Tree=809
num_leaves=31
num_cat=0
split_feature=1 0 39 51 52 1373 52 52 133 48 50 2 4 51 0 43 457 124 403 151 42 4 52 52 4 42 122 13 0 47
split_gain=0.00422556 0.00489817 0.00488384 0.00488667 0.00414523 0.00422566 0.0039736 0.00511241 0.0047964 0.00364301 0.00572916 0.00584717 0.00811309 0.00539874 0.00512504 0.00362296 0.00386917 0.00361284 0.00360292 0.00357534 0.00318134 0.00346026 0.00601474 0.0040449 0.00334385 0.0041834 0.00309428 0.00300678 0.00382643 0.00291627
threshold=0.087545000000000026 -0.072559999999999986 0.005105000000000001 -0.40274499999999996 -0.42985499999999993 0.09586500000000002 0.086950000000000013 -0.11051499999999999 -0.090054999999999982 0.11930500000000001 0.11644500000000001 0.089910000000000004 -0.23071499999999998 0.11975000000000001 1.0000000180025095e-35 -0.092084999999999986 -0.066264999999999991 -0.087894999999999987 -1.0000000180025095e-35 -0.090394999999999989 0.091955000000000023 -0.49837999999999999 0.10433000000000002 0.11401500000000002 -0.040469999999999999 0.091590000000000019 0.089350000000000013 0.41346500000000003 -0.069414999999999991 0.13206500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 7 -1 -9 10 11 14 -13 -11 29 -10 -17 -5 -18 -20 21 22 -3 24 -23 -26 -19 28 -22 -6
right_child=2 20 3 17 5 -7 -8 8 15 13 -12 12 -14 -15 -16 16 18 26 19 -21 27 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013732823208327744 -0.0013730994388099892 -0.0013737137954826619 -0.0013734556868736302 -0.00021055755171460241 -9.6974748931206639e-05 -0.0013736397529915871 -0.0011590038309342936 -0.0013732089231007583 -0.0011140147390129446 -0.001277379769526552 -0.0012642778053944799 -0.0012719585435327046 0.00069287841580422099 0.0001076227719078816 0.0013074974681172025 -0.0013736789879704105 -0.00097147438123530586 0.0012031082907973355 -0.0013732215881787138 0.00039788131675985776 0.0011847151645342675 0.00084298244843034162 0.0007515883074902676 -0.00087588774415565582 -0.0012970906808227531 0.0013744470074956415 -0.00047056417125003214 0.0013745412987769198 -0.0013736595948799536 -0.0013737019532751222
leaf_weight=0.0074442262050204979 0.0039790610441770005 0.0057054665502107582 0.0021532629575631282 0.005595617442097022 0.051634302570860768 0.0038462873707203462 0.011912749590880622 0.0056426327105398846 0.0053819944934119226 0.0086170255441402333 0.0049877710468564365 0.0042755043953093255 0.053817136157249479 0.01379887135590252 0.0047377095400236149 0.0032605666448795026 0.0046592595248711169 0.019599926263154543 0.0022719964411521678 0.039439824171431326 0.0013256763171938255 0.025199212793438619 0.0044807482281612465 0.0037246701977409194 0.0032640983592813191 0.0016699295083526522 0.0023293903959711306 0.0012205163948237905 0.0065257236884157513 0.0036075752232136429
leaf_count=234 164 59 10 54 498 22 634 179 123 42 106 26 297 36 46 81 254 293 67 262 40 94 11 42 71 2 11 1 138 13
internal_value=0 -0.000212962 0.000108515 0.000618269 9.82983e-06 4.66814e-05 -0.000427517 -0.000299558 -0.000167782 8.42338e-05 0.000176955 0.000237838 0.00054827 -0.000424794 -6.28283e-05 -4.41441e-05 7.18713e-05 0.00077408 0.000173515 0.000301411 0.000110241 0.000262725 -0.000438828 0.000473789 0.000640618 -0.000392905 0.00102533 -0.000630068 -0.000941689 -0.000180352
internal_weight=0 0.133129 0.182979 0.0296782 0.153301 0.149322 0.0800132 0.0681005 0.0606563 0.145476 0.12306 0.118072 0.0580926 0.0224159 0.0599796 0.0550136 0.0496316 0.0275249 0.0463711 0.0417118 0.053116 0.0440441 0.0101862 0.0338579 0.0301332 0.00493403 0.0219293 0.00907192 0.0078514 0.0552419
internal_count=3910 2292 1618 368 1250 1086 1834 1200 966 1064 986 880 323 78 557 787 664 358 583 329 458 279 70 209 167 73 304 179 178 511
is_linear=0
shrinkage=0.00137286


Tree=810
num_leaves=31
num_cat=0
split_feature=158 9 401 1455 156 1373 375 130 1338 1348 14 52 133 474 4 11 1 13 124 3 49 133 3 3 12 15 2 1 0 0
split_gain=0.00128005 0.00142362 0.00123333 0.00121386 0.00122086 0.00122525 0.0012485 0.0012525 0.00129013 0.00132338 0.00199237 0.00142833 0.00194054 0.00163651 0.00209464 0.00191727 0.00182458 0.00205249 0.00188086 0.00222992 0.00201668 0.00279986 0.00214175 0.00183684 0.00312381 0.00294957 0.00181529 0.00179753 0.00275929 0.00178884
threshold=0.11136500000000001 -0.016839999999999997 0.10072000000000002 -0.073559999999999987 -1.0000000180025095e-35 0.11103 0.092405000000000015 -0.23515499999999998 1.0000000180025095e-35 0.084895000000000012 0.077685000000000018 0.28122000000000008 -0.031394999999999992 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.10471000000000001 -0.052124999999999998 -0.082254999999999981 -0.115685 -0.085974999999999982 0.089725000000000013 0.084925000000000014 -0.021064999999999997 0.086935000000000012 0.088345000000000021 0.08400500000000001 0.11215000000000001 -0.22851499999999997 -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 -1 3 -3 -5 6 7 -6 9 10 11 13 -13 -9 15 16 18 -18 -15 -20 21 -21 23 24 26 -26 -22 -19 -29 -30
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12 12 -14 14 -16 -17 17 27 19 20 22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0038123627880873429 -0.0031997103640445195 -0.0038109191023976189 -0.003461227031268286 -0.0038106545011705223 -0.0032619079279404997 -0.003475473249401736 -0.0035054908082330352 -0.0031932296982650175 -0.0038112168330611883 0.0029376539924356078 -0.0028334957542131538 0.0029451079894026537 -0.0023381221746541555 0.0029058772627920297 0.0034780818710967898 -0.0018441914024962412 0.0024060526494298238 0.0019966000686002352 0.0013193657230592376 -0.0035865739337858 -0.0025363167986353742 0.001486883254071902 0.0008896180389247907 -0.0024935264240255276 -0.0029412466620744554 0.00089430720877018571 0.0017280334458231387 -0.0037672494273216527 0.0017269751027455486 -0.0013667775458775459
leaf_weight=0.0014136017683910032 0.0018300123502554824 0.0011994359177083238 0.0015053020438235967 0.0011862256434427279 0.0015501390336041245 0.0013998911037305098 0.0013749296440721528 0.0018787833016498104 0.0011641235770412086 0.0025474509683363058 0.0031409577165035776 0.0012198875448543589 0.0058503311284825435 0.0033119761202300415 0.0031079230232293744 0.0057125739946854983 0.01222855327235095 0.0071859963056795087 0.014335051106929328 0.0056140834129436703 0.0016799929662738447 0.0021975254942248057 0.020103803534855302 0.0065770862612524452 0.0080760898516532009 0.0045516783960160021 0.010558857802572597 0.0027527115400971516 0.0067709551402685975 0.004528446411001143
leaf_count=118 158 124 191 168 32 18 12 99 23 65 100 34 243 80 142 71 188 69 106 60 138 17 108 88 570 393 388 16 33 58
internal_value=0 7.19993e-06 -3.03338e-05 6.08604e-06 3.86469e-05 7.13979e-05 0.000107373 0.000143726 0.000182803 0.000217519 0.000164777 0.000238212 -0.00142656 0.000335349 0.000390922 0.000308341 0.000419649 0.00116247 9.6823e-05 -2.9422e-05 -0.00035515 -0.00215933 -8.17409e-05 -0.000702788 -0.000229147 -0.00155872 0.00114268 0.000446429 -0.000346301 0.000487096
internal_weight=0 0.144724 0.143311 0.141805 0.140606 0.13942 0.13802 0.136645 0.135095 0.133931 0.131383 0.128242 0.00707022 0.121172 0.119293 0.116185 0.110473 0.0334667 0.0770061 0.0736942 0.0593591 0.00781161 0.0515475 0.0314437 0.0248666 0.0126278 0.0122389 0.0212381 0.0140521 0.0112994
internal_count=3910 3752 3634 3443 3319 3151 3133 3121 3089 3066 3001 2901 277 2624 2525 2383 2312 364 1948 1868 1762 77 1685 1577 1489 963 526 176 107 91
is_linear=0
shrinkage=0.00381041


Tree=811
num_leaves=31
num_cat=0
split_feature=1446 1213 403 132 129 0 1 133 13 52 151 15 15 1365 4 0 47 11 40 133 48 159 483 151 43 131 52 12 1 50
split_gain=0.00117026 0.00118202 0.00138721 0.00126302 0.00195894 0.00167111 0.00198149 0.00153163 0.00192041 0.0026358 0.00248446 0.00169885 0.00238855 0.00153287 0.0014423 0.00242005 0.0021182 0.00179725 0.0021634 0.00177338 0.00277366 0.00260556 0.00211266 0.00183122 0.00187116 0.00175336 0.00224117 0.0015893 0.00164062 0.0028819
threshold=-0.070959999999999981 -1.0000000180025095e-35 -0.088229999999999989 0.079995000000000011 0.08956500000000002 -0.07773999999999999 1.0000000180025095e-35 -0.26719999999999994 -0.091849999999999987 0.11588000000000002 -0.083274999999999988 -0.19153499999999998 -0.24219999999999997 1.0000000180025095e-35 0.24280000000000004 -0.11756999999999999 0.10697000000000002 0.08184000000000001 -0.083709999999999993 0.086975000000000011 0.093440000000000009 0.09141500000000001 0.083960000000000021 -0.086909999999999987 -0.52334499999999984 0.097135000000000013 -0.092854999999999979 0.099170000000000022 0.089175000000000018 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 2 -2 4 7 6 -5 -3 9 10 -9 12 -12 14 17 16 -16 18 -10 21 -21 22 23 -20 -25 26 -26 28 29 -28
right_child=1 3 -4 5 -6 -7 -8 8 13 -11 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0033842177149647373 0.00051701760800077672 -0.0027304278787242671 -0.0033838402467041284 -0.0033840541686588964 -0.0031963557319354173 0.0022121601765936558 0.0012267009896973033 -0.0016239573370814353 0.0033650053184122687 -0.0021245731109083015 0.003383880208823594 0.0019949121068742752 -0.0026839621381693872 -0.0029750768987555918 0.00070856694364043878 0.0028147161256342848 -0.0033191282041729708 -0.0031465480586216157 0.0021350559114432645 -0.0029035743751163342 0.0019456809675745792 -0.0032331577110419661 -0.0033841177128791705 0.0030503601024264426 -0.0019553204117220748 0.0022805144900495036 0.0012956560880752366 -0.0022659633646141862 -0.00052240807840700867 -0.0033842849632574898
leaf_weight=0.0011799722295258155 0.001796095998928493 0.0022857088703229769 0.0024913340709513667 0.0016643143140626648 0.0022163903751621907 0.0067248211020043414 0.0029734781109169717 0.0031265552652541819 0.0019066072523159497 0.0030655840132567383 0.0011221790602107262 0.018708123384648449 0.0021961841685538231 0.0021800128162823276 0.0070530471214453883 0.0048908421610658346 0.0018968722395698023 0.0024353757825750213 0.004944879737834639 0.0060134671938030229 0.0017413787162503525 0.002901933196040484 0.0019855247706068715 0.0021852115274896269 0.0078974895430139469 0.0031977992689533599 0.017668234517017822 0.0032202368005016515 0.01803753070929659 0.0016468036791579257
leaf_count=42 106 179 486 106 135 137 93 38 82 69 53 178 12 55 92 171 14 104 71 589 51 155 118 9 172 43 260 46 172 72
internal_value=0 -4.8675e-07 -0.00174969 5.47032e-05 -4.3834e-05 0.00113458 -0.000427911 1.32942e-05 6.5546e-05 0.000837513 0.00119852 0.00159916 -0.000631985 -0.000171742 -0.000103554 0.000900812 -0.000145075 -0.000286989 -0.000192042 -0.000286972 -0.00181466 -0.00010095 4.85878e-05 0.000164505 -1.64335e-05 -0.000146138 -0.000306235 1.4759e-05 0.000211384 0.000896643
internal_weight=0 0.140174 0.00428743 0.135887 0.124524 0.0113626 0.00463779 0.122308 0.120022 0.0282186 0.025153 0.0220265 0.00331836 0.0918032 0.0896232 0.0138408 0.00894992 0.0757825 0.0733471 0.0714405 0.00775485 0.0636856 0.0607837 0.0587982 0.0538533 0.0516681 0.0484703 0.0405728 0.0373526 0.019315
internal_count=3910 3868 592 3276 2940 336 199 2805 2626 350 281 243 65 2276 2221 277 106 1944 1840 1758 640 1118 963 845 774 765 722 550 504 332
is_linear=0
shrinkage=0.00338353


Tree=812
num_leaves=31
num_cat=0
split_feature=1348 51 42 1 44 47 47 128 1 39 50 4 48 47 1374 484 0 158 12 41 1186 1186 0 52 16 42 52 3 52 16
split_gain=0.00117021 0.00155181 0.0023094 0.00221332 0.00203715 0.0015882 0.00176806 0.00204225 0.00182149 0.0022564 0.00242459 0.00288514 0.00300365 0.00231311 0.00202121 0.00207058 0.00261255 0.00158027 0.00142354 0.00133455 0.00134885 0.0016098 0.00159851 0.00277446 0.00231276 0.00164589 0.00163499 0.00158758 0.00179944 0.00134659
threshold=0.094400000000000012 -0.40274499999999996 0.10056500000000002 0.14000500000000002 1.0000000180025095e-35 0.11771000000000002 0.11291500000000002 0.086435000000000012 0.094385000000000011 0.084155000000000021 0.11515000000000002 -0.032604999999999995 0.12862000000000004 0.09252500000000001 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 0.084965000000000027 -1.0000000180025095e-35 0.082980000000000012 0.087795000000000012 0.085080000000000003 -0.077944999999999987 0.084890000000000007 -0.50763499999999995 0.092395000000000019 0.071660000000000015 -0.115685 0.11401500000000002 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 10 11 -10 13 -13 -3 -16 -17 19 -7 20 21 22 23 24 -18 27 29 -24 -29 -26
right_child=-2 3 -4 -5 -6 18 -8 -9 9 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 -22 -23 25 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0040444454310125501 0.0039518516067410707 -0.0040459210418384937 0.0019291911782793709 0.002506188039691915 -0.0030481573381856558 0.0018449193101807268 0.0037062265425754828 -0.0029786326049286659 -0.0018662994124908037 0.0035262665886768903 -0.0040443659942129605 0.0025086450336503038 -0.0022614240292016846 -0.00044530887404194933 -0.0040443919145711051 0.0029482684128361359 0.0030611430470349004 -0.003361864529631576 -0.0036264529308496266 -0.004043940812873183 -0.004044548220016337 0.0037529244542752692 0.0027745041232525519 -0.0039181566464943076 -0.0021291832910320082 -0.0015018818799976523 0.0018035847467118829 0.00091086230375028254 -0.0040451735707257323 -5.1587168550711324e-05
leaf_weight=0.0035539790293110931 0.0011939199532378089 0.0022453188343689581 0.0015068643921374303 0.0055873604613889674 0.0037065759394181432 0.00100643775442677 0.0021648820882056432 0.0036025195394526746 0.0057983902999438888 0.0044517194972719656 0.0018433894242306783 0.017851924180646961 0.0034242845379708333 0.0057242872109100054 0.002159210798241328 0.0045168055254407513 0.0031449483153664767 0.0025378699224023462 0.0034187434621806281 0.0013731597043786783 0.0013246156436776948 0.0018895761254427148 0.0070790553552910725 0.0037311615555251079 0.010092794090084551 0.0043610149766450937 0.003819074013801326 0.011093318137675136 0.001342888242319872 0.010313625445414603
leaf_count=125 28 46 19 155 62 18 32 218 207 235 56 232 12 36 436 24 22 137 81 67 45 14 51 548 252 192 69 178 49 264
internal_value=0 -6.91441e-05 -0.0022658 1.66313e-05 -9.55306e-05 -4.56524e-06 8.62216e-05 1.73084e-05 0.00011532 0.000816299 0.000468053 0.000721664 0.00127743 0.00179143 -0.000270519 -0.00014727 -2.09607e-05 -0.000236915 -0.00238208 -0.000103772 -1.07953e-05 8.3163e-05 -4.29658e-05 -0.000647091 -0.000201177 0.000743977 -0.00062469 0.00124585 0.000375699 -0.00107914
internal_weight=0 0.134666 0.00506084 0.129605 0.124018 0.120311 0.115886 0.113721 0.110118 0.039094 0.0346423 0.0327989 0.0270005 0.0235762 0.0710244 0.0687791 0.0666199 0.0621031 0.00442518 0.0595652 0.0581921 0.0568675 0.0549779 0.0311016 0.0273704 0.0238763 0.0242255 0.0195153 0.0124362 0.0204064
internal_count=3910 3882 144 3738 3583 3521 3422 3390 3172 778 543 487 280 268 2394 2348 1912 1888 99 1751 1684 1639 1625 1155 607 470 585 278 227 516
is_linear=0
shrinkage=0.00404364


Tree=813
num_leaves=31
num_cat=0
split_feature=1456 52 133 453 51 1 51 1213 403 453 42 123 1365 1374 0 1 52 13 0 0 16 2 48 160 52 4 160 3 4 151
split_gain=0.0039086 0.00304129 0.00345214 0.00300554 0.00298116 0.00459314 0.00316515 0.00349506 0.00323565 0.00316477 0.00325986 0.00486035 0.00306898 0.00288126 0.00317139 0.00337311 0.00499952 0.00443994 0.0049104 0.00547964 0.00433525 0.0045579 0.00486808 0.00392031 0.00381109 0.00365911 0.00294504 0.00285628 0.00366821 0.00420015
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.40071499999999999 0.090755000000000016 -0.40274499999999996 0.13429500000000003 -0.09021499999999999 -1.0000000180025095e-35 -0.084084999999999979 0.089535000000000017 -0.10770999999999999 0.083745000000000014 1.0000000180025095e-35 0.086000000000000007 -0.23274999999999998 0.11368000000000002 0.11588000000000002 0.16421000000000002 -0.077944999999999987 -0.082604999999999998 0.050115000000000007 0.089910000000000004 0.087035000000000015 -0.082109999999999975 0.40565000000000007 -0.49837999999999999 0.092810000000000017 -0.14218999999999996 -0.022084999999999997 -0.082164999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 -8 -9 10 -10 12 13 14 -12 16 17 18 19 20 21 22 23 -16 -18 -20 -27 -25 -29 -30
right_child=1 2 4 -5 5 -7 7 8 9 -11 11 -13 -14 -15 15 -17 24 -19 25 -21 -22 -23 -24 27 -26 26 -28 28 29 -31
leaf_value=-0.0010222351089684174 -0.00098355457164760792 -0.001142457919536672 -0.00061373970333086791 0.0012408046872470126 0.00054280529215595128 0.00071778808268945101 -0.00095708642216992359 -0.00084493222190497102 -0.00070697822712481693 -0.00097221224363216703 0.001078371259175398 0.00093131574318391344 -0.0011042718872346202 -0.00076277426320831552 -0.0012439225700205286 0.00055960271646782699 -0.0010615341106235126 -0.00069422038769386611 -0.00061071402898915379 -0.0012374995380463466 -0.0011537101847536328 0.00044228773322035241 -0.0012441018537205255 0.0012167387041467741 0.00051319888740281895 0.00083614613035885843 -0.00026536909538146022 0.00045169620872344491 0.00077416458224881907 -0.00073252346907158377
leaf_weight=0.0087271650273841317 0.004639454125697994 0.0038159035492597573 0.010104072277243858 0.0010126698578005753 0.017371373928046552 0.016099897631555393 0.0058454447175506621 0.006525770026700072 0.0080794246439879203 0.0046321252981726948 0.0050188752987310173 0.01027895906972276 0.003476744175479495 0.0061343188938707263 0.0034863663087492105 0.019712902732337056 0.010535882180491285 0.010490154705280474 0.0037896895299240887 0.0052406022901863155 0.0042500044634152792 0.039245086718292299 0.0054157742986760118 0.0034278401769824848 0.0030682177363061678 0.026974686309650053 0.004359357570102417 0.015686416266014181 0.0037005573192061538 0.012604389642476132
leaf_count=367 243 192 104 2 191 247 507 421 95 41 42 172 47 68 91 108 112 43 23 114 25 114 55 16 119 138 19 68 34 92
internal_value=0 1.4635e-05 3.18271e-05 -0.000786942 4.87011e-05 7.49032e-05 3.16597e-05 -8.34087e-06 1.73184e-05 4.4163e-05 6.71314e-05 9.8896e-05 5.30461e-05 7.50166e-05 0.000104051 7.56188e-05 1.29642e-05 8.35338e-05 0.000147184 -2.33546e-06 7.13752e-05 0.00013368 -0.000139581 1.41712e-05 -0.000706375 0.000543323 0.000682898 0.000138007 2.24224e-05 -0.000390567
internal_weight=0 0.27401 0.269371 0.00973983 0.265555 0.255451 0.239351 0.22198 0.216134 0.209608 0.204976 0.196897 0.186618 0.183141 0.177007 0.171988 0.152275 0.138671 0.128181 0.093057 0.0878164 0.0835664 0.0443213 0.0389056 0.0136041 0.0351237 0.031334 0.0354192 0.0319914 0.0163049
internal_count=3910 3541 3298 369 3106 3002 2755 2564 2057 1636 1595 1500 1328 1281 1213 1171 1063 832 789 609 495 470 356 301 231 180 157 210 194 126
is_linear=0
shrinkage=0.00124344


Tree=814
num_leaves=31
num_cat=0
split_feature=160 1 12 51 156 484 14 2 1375 15 403 4 43 147 4 43 1374 16 0 484 3 3 4 4 48 0 403 49 12 39
split_gain=0.00344872 0.00341342 0.00417332 0.00390371 0.00392335 0.00359111 0.00334849 0.00328786 0.00438823 0.00499139 0.00420888 0.00405908 0.00512232 0.00389678 0.00365079 0.00397718 0.00318288 0.00340618 0.00367337 0.0029689 0.00296357 0.00299954 0.00448322 0.00425903 0.00379841 0.00323115 0.00287444 0.0029622 0.00276189 0.00282748
threshold=-0.40446999999999994 0.12730000000000002 0.11655500000000001 -0.40274499999999996 0.10613500000000002 -1.0000000180025095e-35 0.077685000000000018 0.089910000000000004 -1.0000000180025095e-35 -0.11739999999999999 -1.0000000180025095e-35 -0.49837999999999999 -0.52334499999999984 -1.0000000180025095e-35 0.22584000000000001 0.088185000000000013 0.090240000000000015 0.3935300000000001 0.15480500000000005 -0.0043499999999999988 -0.15121499999999996 -0.078884999999999997 -0.083329999999999987 -0.0010999999999999996 0.086870000000000017 -0.10071499999999999 -0.29912499999999992 -0.51429499999999984 -0.12394999999999999 0.08078500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -2 -10 -11 12 -9 -13 15 19 17 26 -19 -12 -21 22 -22 -23 -24 -25 -15 -28 -29 -30
right_child=1 3 -4 4 -6 -7 -8 11 9 10 14 13 -14 16 -16 -17 -18 18 -20 20 21 23 24 25 -26 -27 27 28 29 -31
leaf_value=-0.00098433047567656872 -0.0012480895799779567 -0.00047875311691748514 -0.00083419370526930422 -0.00052918953191017628 -0.0011621802055194609 0.00096620604549670769 -0.00088141177904146905 0.00073458352512953049 -0.0010601181204851848 -0.00098337964579006589 -0.0012582283300602846 -0.0013203102093393604 -0.001316318469675059 -0.0013197612058169716 0.00090437544905962153 -0.0013202106086904204 -0.00090173135317617398 -0.00122015940429707 0.0013203796367337278 0.0012228280011211223 0.00031253535937163056 0.00066226773157005195 -0.0013197435238851342 0.00029311288558381076 0.00039639560296099132 -0.0012537619924630386 -0.0013201139881510685 -0.00074496058550807738 0.00035943492987303518 0.0011502284437139975
leaf_weight=0.0065298677042147082 0.0063600684639482088 0.0071904006254044353 0.01178467394540661 0.003228180788937606 0.0019887031534153712 0.020896414257265405 0.0077633777351806535 0.0030761921807425097 0.0087060078964995569 0.0069927150076285463 0.0028114584756799834 0.0028697469354881369 0.0068250592081398054 0.0018096969903034213 0.0084372044610461217 0.0038464022002813172 0.004135880760429699 0.0047570552812956626 0.0012517431750893593 0.0040206233929893564 0.010337367645675492 0.020249379873305884 0.0087374061699954098 0.0051786530766548822 0.0030225458259565139 0.00430654321837666 0.0018026657203336063 0.0036325107912489321 0.093667094676380458 0.0085951759460556332
leaf_count=305 101 25 128 22 25 269 99 5 132 574 214 17 105 99 27 73 35 161 2 20 82 171 274 15 19 47 10 27 703 124
internal_value=0 -1.41781e-05 -6.80625e-05 0.000382188 0.000619251 0.000766103 -2.93451e-05 -1.45528e-09 -0.000190154 -0.000112499 -6.64916e-06 0.000133551 -0.000679129 0.000199226 8.96191e-05 -2.03509e-05 0.000235671 0.000276394 -0.000690918 6.48765e-05 0.000131478 4.68214e-05 -0.000321406 0.000320471 -0.000878661 -0.000409211 0.000329471 0.000357184 0.000385737 0.000425901
internal_weight=0 0.278281 0.244977 0.0333037 0.0261133 0.0241246 0.233193 0.225429 0.0930064 0.0866463 0.0779403 0.132423 0.00990125 0.122522 0.0709476 0.0625104 0.119652 0.115516 0.0060088 0.058664 0.0558525 0.0518319 0.0220973 0.0297346 0.01176 0.0094852 0.109507 0.107697 0.105895 0.102262
internal_count=3910 3605 3264 341 316 291 3136 3037 1749 1648 1516 1288 110 1178 942 915 1161 1126 163 842 628 608 375 233 293 62 963 864 854 827
is_linear=0
shrinkage=0.00131955


Tree=815
num_leaves=31
num_cat=0
split_feature=1426 4 482 1374 457 457 1213 403 133 52 480 4 11 128 48 1 1375 0 133 42 133 156 483 9 151 2 15 14 376 0
split_gain=0.00115932 0.00149943 0.00153295 0.00138043 0.00134877 0.00178183 0.00138987 0.00130587 0.00133777 0.0018724 0.00140799 0.00159084 0.00229764 0.00162073 0.00166809 0.0015816 0.00206348 0.00198932 0.00253468 0.0016792 0.00176621 0.00159584 0.00168912 0.0015081 0.00149531 0.00177948 0.00185267 0.00137485 0.00114258 0.00121256
threshold=-1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 0.098580000000000015 -0.15747999999999998 -0.066264999999999991 -0.082704999999999987 -0.092224999999999988 -0.26719999999999994 -0.42985499999999993 0.08598500000000002 0.25367000000000006 0.082245000000000013 0.086435000000000012 -0.098424999999999985 1.0000000180025095e-35 -0.43271999999999994 -0.084074999999999997 0.086895000000000014 -0.089744999999999978 0.10599500000000002 0.096585000000000018 -1.0000000180025095e-35 0.084755000000000011 -0.23168999999999998 1.0000000180025095e-35 -0.11739999999999999 -0.23083499999999998 0.048695000000000009 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -11 17 -17 18 -16 -19 28 22 -18 27 -13 26 -26 -24 29 -21
right_child=1 -3 -4 -5 5 6 7 8 9 10 -12 24 -14 -15 15 16 21 19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0040466196395521695 0.0027373129191072096 0.0028056091846393547 -0.0037933801887016809 -0.0035724812473572169 -0.0026272976061089341 -0.0040438973527534179 -0.002637127178460907 -0.0029470544676353512 -0.0033458041537517457 -0.0038596530512820938 -0.0029237730294519549 -0.0031651965683438766 -0.0032707957246597098 -0.0030213304641050374 -0.0033332018809718159 -0.0016170049450470766 -0.001690517963641203 -0.0040448696712952377 0.00074027588211540804 0.00313027497738565 -0.0024470792619843756 -0.0023301460111418764 -0.0022701852253047983 -0.0024306467338398212 -0.0013207512711292842 0.0034110770105813468 0.0028397464647467079 0.0018640353821660776 0.0040130345608584616 0.00033286455198068511
leaf_weight=0.0011669261398106192 0.0029536958332840859 0.003046514919445186 0.0017778004135235994 0.0017566075923625126 0.0041656075061133882 0.0013322155664039484 0.0027638402267382558 0.0022004586160768716 0.0023364702985899646 0.0014880466562203756 0.0021557939367378145 0.00100419805281149 0.0030511103017687438 0.0023443323054102008 0.0061556958050750094 0.0047210216046664746 0.0027830500472774125 0.0013133870794845839 0.004203079502382856 0.0029647514535326948 0.0026932428979709036 0.0020092327784837485 0.0013630147445837784 0.0014866184121729012 0.0039491079906994742 0.0068650410882966639 0.0031427923452511664 0.037539374405206161 0.0019066942199970063 0.017421061761826468
leaf_count=79 38 212 148 37 194 350 429 217 213 20 159 19 52 91 274 16 78 71 110 10 58 42 19 52 36 146 26 487 8 219
internal_value=0 1.48276e-06 -6.43084e-05 -1.25432e-05 3.69641e-05 -2.76927e-05 6.31589e-05 0.000109582 0.000175539 0.000236401 0.000312103 0.000376453 0.000180448 0.000296941 0.000385292 0.000458266 0.00092674 -0.000179465 -0.00168039 0.000411721 0.000645984 0.00119254 0.00135648 0.00156644 0.00160066 0.00194356 0.000522983 0.00171919 0.00101967 0.000739698
internal_weight=0 0.132894 0.129847 0.12807 0.126313 0.123359 0.119194 0.117861 0.115098 0.112897 0.110561 0.108405 0.0934437 0.0903926 0.0880483 0.0865602 0.0499023 0.0366579 0.0103588 0.0262991 0.0249858 0.0451813 0.0431721 0.040389 0.0149611 0.0139569 0.0070919 0.0389024 0.0222925 0.0203858
internal_count=3910 3831 3619 3471 3434 3396 3202 2852 2423 2206 1993 1834 1607 1555 1464 1444 694 750 384 366 295 678 636 558 227 208 62 506 237 229
is_linear=0
shrinkage=0.00404364


Tree=816
num_leaves=31
num_cat=0
split_feature=2 0 1375 3 160 15 1374 1 0 4 14 48 42 42 123 52 0 44 43 15 15 11 3 14 13 43 160 43 42 49
split_gain=0.00405509 0.00574581 0.00532633 0.0055092 0.00485631 0.00484152 0.00433304 0.0049324 0.00590753 0.00547902 0.0061017 0.00595667 0.0053281 0.0055444 0.0080354 0.00591348 0.00475766 0.00472414 0.00469312 0.00427211 0.00565499 0.00393414 0.00400065 0.0059582 0.00360566 0.00338253 0.00653044 0.00439494 0.00376521 0.00404089
threshold=0.089910000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.086245000000000016 -0.40446999999999994 -0.11739999999999999 0.090240000000000015 0.079945000000000016 -0.11756999999999999 -0.16401499999999997 -0.073394999999999974 0.12675000000000003 0.091955000000000023 -1.0000000180025095e-35 0.091310000000000016 0.11588000000000002 -0.16128999999999996 0.084245000000000014 -0.24333999999999997 -0.017214999999999998 -0.09547499999999999 0.088630000000000014 0.086245000000000016 -0.46637499999999993 -1.0000000180025095e-35 -0.074254999999999988 -0.082969999999999988 -0.0037249999999999996 -0.089024999999999979 -0.03250999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 8 -6 10 -9 17 13 14 -10 -15 -13 21 -14 20 -5 22 -11 -24 -12 26 -7 -27 -29 -30
right_child=4 -3 3 19 6 25 -8 9 12 11 24 16 18 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-0.0012337030160029655 -0.0011171008585029046 0.00067802497048523032 -0.0011229250586052024 0.00063985328187860988 -0.0012688305431842271 -0.001105437433107236 -0.00095973672129254684 0.0011305023909059561 -0.0012687934791432087 0.0011183116188945518 0.00043609769651841232 -0.00076620969431428283 0.00015248582519437494 0.00054826964792422566 0.00096330487201561705 -0.0009053596015776834 0.00077294182529029517 -0.00092263701664903807 -0.0012694889142299147 0.0011332841717838743 -0.0012087330370546109 -0.00061872311074357225 -0.00094093345543174627 0.0006523147225083153 -0.0012690685726924615 -0.0012487688131032268 0.00019738369392779072 0.00088561617786196277 0.00079375621999773634 -0.0006089910321741567
leaf_weight=0.0086819765395489412 0.0052727248807968854 0.011065026093504571 0.010855167827479306 0.0067901571435413643 0.0062499573288050661 0.0072804068564202842 0.0058258107529525196 0.0032309133821399891 0.0083406647458694749 0.026708144207546525 0.0026344304233134616 0.01019365528122762 0.0065893142320874185 0.041231401828746073 0.0037657036118616824 0.0050535943660889862 0.0047294765181504781 0.003136607139822444 0.0086150667650386481 0.0079121668489392505 0.0043785093723727186 0.0036248758123349481 0.0042192338321456182 0.035919522241925961 0.0082162453020657722 0.0094827992097350489 0.041287358143993202 0.0039912148677672113 0.0037945906373124663 0.025523946899539851
leaf_count=107 144 142 165 38 58 189 42 7 293 241 21 30 18 187 5 34 37 17 264 19 18 27 15 191 133 529 483 36 24 396
internal_value=0 -0.000199348 -0.000274039 -0.00020535 8.34054e-05 -0.000322135 0.000117024 0.000151405 -8.49958e-05 0.000335354 -0.000399497 0.000452237 1.55388e-05 0.000189678 -0.000574496 0.000389556 -0.000278418 0.000600368 -0.00065323 0.000420264 -8.48575e-05 0.000668155 0.000737938 0.000484839 -0.000855072 -0.000226987 2.08815e-06 -0.000486978 -0.000270107 -0.000427439
internal_weight=0 0.141043 0.129978 0.121296 0.193557 0.102215 0.188285 0.182459 0.0798457 0.102613 0.0140816 0.0885315 0.0735957 0.0583914 0.0121064 0.046285 0.0149231 0.0736084 0.0152044 0.0190808 0.0111687 0.0704718 0.0668469 0.0401388 0.0108507 0.0913603 0.0485678 0.0427926 0.0333098 0.0293185
internal_count=3910 2146 2004 1897 1764 1822 1620 1578 859 719 161 558 801 519 298 221 67 491 282 75 56 474 447 206 154 1657 672 985 456 420
is_linear=0
shrinkage=0.00126831


Tree=817
num_leaves=31
num_cat=0
split_feature=160 457 150 150 1374 1374 484 16 1 0 3 457 4 3 2 16 39 131 1 132 42 47 15 43 44 150 159 133 1212 4
split_gain=0.00118968 0.00115226 0.00115334 0.00178103 0.00211034 0.00150392 0.00153734 0.00159367 0.00129 0.00187266 0.00171699 0.00166826 0.00167699 0.00151324 0.00147934 0.00148273 0.00263002 0.00228883 0.00209592 0.00196325 0.00164101 0.00185209 0.0019097 0.00183004 0.00166489 0.00152789 0.00136964 0.00202706 0.00133891 0.00129328
threshold=-0.40446999999999994 0.53894500000000012 0.15510000000000004 0.15024000000000001 -0.26766999999999991 -0.095439999999999983 -0.0043499999999999988 -0.063614999999999991 0.076710000000000014 -0.084074999999999997 -0.083604999999999985 0.069705000000000003 -0.048489999999999991 -0.08348499999999999 0.14808000000000002 0.081265000000000018 0.16168500000000002 0.097135000000000013 0.13213500000000003 0.079995000000000011 -0.10770999999999999 0.09252500000000001 -0.106555 -0.010284999999999997 0.085085000000000008 0.12031500000000002 0.091215000000000018 0.091290000000000024 1.0000000180025095e-35 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 14 -13 -12 15 18 17 -17 19 20 -10 24 23 -23 25 29 27 -15 -11 -22
right_child=1 -3 -4 -5 5 6 8 -9 11 28 13 12 -14 26 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018584284784600178 0.002615786620304008 -0.002723313916134615 0.0028973725842780041 -0.0029486552920988452 -0.0029475697694635043 0.00033663769153215487 -0.0029459811241351634 -0.0026206934142256489 -0.0029468371389759131 0.00025887915985912897 0.0028587602815415168 -0.001693921373102703 0.0024482638109696027 -0.0025372817984427409 0.0029458852761112667 -0.0023678833542135733 0.0029469019248270882 0.00081959200646068199 0.0029465105148261898 0.0021045608366302652 -0.0025520248876579619 0.0017341132794104403 -0.0029386271631372507 -0.0014029399952549529 -0.0029460550154969977 -0.0025591705475711472 0.0013531259550244965 0.00076092616753439335 -0.0029459003779664259 0.00085253161594549026
leaf_weight=0.0029984234099966747 0.002742418445365046 0.0013163270232325877 0.0012196944729794259 0.0017302913836374492 0.0014806734392180934 0.0027585980819107014 0.0035297807343077645 0.003703710263134318 0.0015473623574742126 0.02916748207376596 0.0010098742809532277 0.0010055576320837645 0.0054131275106712442 0.0051175776659855288 0.0016852600328434155 0.00651358590609874 0.0013794146016152817 0.0027926218431275629 0.0025770942074316841 0.0043623821797780229 0.0010013020816756887 0.0027431758198872558 0.0030082678444571798 0.0039177248347499471 0.0011878953598625222 0.0012695101330422167 0.0018212320406094662 0.0023634446636959794 0.0011767145627210587 0.029172871703664796
leaf_count=305 17 15 10 4 29 198 294 409 31 602 3 31 136 292 113 229 6 32 119 88 8 22 44 40 11 17 25 52 153 575
internal_value=0 1.84571e-05 4.67861e-05 1.92312e-05 6.04957e-05 2.91705e-06 3.92546e-05 -0.00135828 0.000118642 -0.000274957 -0.00117279 0.000368603 0.00179934 -0.000565837 0.000223199 0.000148558 -0.000848767 -0.00141138 0.000358393 0.000220045 3.25577e-05 0.000141544 -0.00099073 -0.000110999 0.000477052 0.000606372 -0.000937619 -0.00149529 0.000134601 0.000739555
internal_weight=0 0.128715 0.127399 0.126179 0.124449 0.121706 0.120226 0.00646231 0.113763 0.0441861 0.0138419 0.0695772 0.00641869 0.0103121 0.0631585 0.0614732 0.0106856 0.00930621 0.0507876 0.0482105 0.0438481 0.0423007 0.00966917 0.0066609 0.0326316 0.0314437 0.00930225 0.00748102 0.0303442 0.0301742
internal_count=3910 3605 3590 3580 3576 3559 3530 607 2923 1421 666 1502 167 372 1335 1222 267 261 955 836 748 717 106 62 611 600 369 344 755 583
is_linear=0
shrinkage=0.00294557


Tree=818
num_leaves=31
num_cat=0
split_feature=1426 15 50 480 15 2 11 3 1374 483 48 13 13 403 52 1374 0 1 160 43 376 16 2 42 130 48 52 52 52 150
split_gain=0.00108102 0.00133019 0.0023471 0.00148987 0.00131519 0.00150062 0.00143788 0.00134366 0.00135671 0.00132524 0.0013704 0.00167271 0.00227762 0.00167925 0.00146181 0.00152827 0.00191911 0.00282409 0.00164173 0.00179138 0.00166054 0.00167189 0.0021343 0.00168267 0.0015922 0.00150707 0.00142737 0.0020865 0.00167182 0.00210096
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11843500000000001 0.08456000000000001 -0.19153499999999998 -0.13811499999999996 0.087830000000000005 0.31335500000000011 0.084750000000000006 0.083960000000000021 0.093225000000000016 -0.5337599999999999 -0.45122499999999993 -0.092224999999999988 -0.42985499999999993 -0.095439999999999983 -0.13027499999999997 1.0000000180025095e-35 -0.217635 -0.074254999999999988 0.087355000000000016 0.15737500000000001 0.084925000000000014 0.091590000000000019 -0.23515499999999998 0.086215000000000014 -0.080899999999999986 -0.091329999999999981 0.18936500000000003 -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 -3 -6 7 8 9 10 11 -7 -13 -14 -15 -16 17 -17 -18 24 21 22 -21 25 -20 -24 27 -12 29 -28
right_child=1 3 -4 -5 5 6 -8 -9 -10 -11 26 12 13 14 15 16 18 -19 19 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0044676734187775943 0.0031148671914395924 -0.0030510482565173072 -0.0024271048646289815 -0.0044649122155870974 0.0036312872205871058 -0.0044666563099520096 -0.0035735609729202244 0.0044648187596867438 -0.0031200722612818935 -0.0032053994027820584 0.0013509612399438785 0.0039276225407803705 -0.0044647840459032893 -0.0044648603646036556 -0.0028673584772269203 -0.002691600515549722 -0.0044653161938680791 0.0021156135980954973 -0.0044663587416103089 -0.0024154639474185538 0.0043403317646466179 -0.0043649161106284742 0.0018457315293707185 -0.0042616823787885493 0.00087018158780187253 -0.0032098739233191297 -0.0016442472183458708 -0.0038434170512822077 -0.0019844549392115736 0.0038222599662690111
leaf_weight=0.0010877900643899699 0.0061539274591169146 0.0028595709690444329 0.0020241851811988454 0.0015514823891860088 0.0022414482711496922 0.0017307900843661619 0.0022718918286059866 0.0013359769275567137 0.0027772100941234603 0.0024470049986726741 0.0046344421991779683 0.0027972480302196337 0.0017751132746051104 0.0014816981587522085 0.0035032331178683753 0.0028759748553070915 0.0018035478892088888 0.015913777432750464 0.0011633696063526591 0.0090515836976434866 0.0011007851337296861 0.0030278335346309851 0.0084229473453363291 0.0013021972970941329 0.02644949880634595 0.0013658321790899217 0.0016921794696003198 0.0023094060147172959 0.0016410901759709171 0.0081534808944496717
leaf_count=79 291 95 22 252 56 6 77 61 90 195 71 13 373 197 53 33 182 193 11 408 8 73 309 102 478 14 26 15 38 89
internal_value=0 2.09955e-06 0.00174316 -0.000118894 -6.08312e-05 1.46589e-05 -5.8354e-05 1.50779e-05 -4.02632e-05 4.14745e-05 0.000119218 -0.000123285 -3.1647e-05 -0.000171418 -7.30315e-05 1.26136e-05 0.000151819 0.00137982 -0.00027796 -0.000132403 -0.00101723 -0.00127176 -0.000806798 0.000506069 0.000645346 0.00114032 0.00122137 -0.000376601 0.00218736 0.00288273
internal_weight=0 0.125859 0.00817811 0.117681 0.116129 0.11327 0.111028 0.108756 0.10742 0.104643 0.102196 0.0837654 0.0820346 0.0792374 0.0774623 0.0759806 0.0724773 0.0187898 0.0536876 0.051884 0.0242712 0.0231704 0.0201426 0.011091 0.0276129 0.00978878 0.0184306 0.00694385 0.0114868 0.00984566
internal_count=3910 3831 313 3518 3266 3171 3115 3038 2977 2887 2692 2453 2447 2434 2061 1864 1811 226 1585 1403 914 906 833 425 489 323 239 86 153 115
is_linear=0
shrinkage=0.0044645


Tree=819
num_leaves=31
num_cat=0
split_feature=42 39 156 16 484 42 1425 480 15 1348 14 3 158 474 1365 1456 1374 1444 160 484 133 3 43 52 3 15 3 15 15 2
split_gain=0.00418504 0.00615635 0.00608858 0.00486155 0.00433328 0.00377237 0.00362274 0.00361844 0.00477267 0.00422416 0.00657185 0.00410663 0.00423216 0.00463352 0.00435581 0.00442624 0.0040927 0.00390321 0.00344303 0.0051036 0.00548158 0.00468437 0.0045883 0.00571635 0.00535346 0.00581491 0.00765098 0.00608439 0.00512548 0.00411544
threshold=-1.0000000180025095e-35 0.085220000000000004 0.013700000000000002 0.28937500000000005 0.11701500000000002 -0.082904999999999993 1.0000000180025095e-35 0.08456000000000001 -0.24219999999999997 0.093200000000000019 0.077685000000000018 0.30601500000000009 0.085745000000000002 0.088410000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.098580000000000015 -0.085604999999999987 -0.092169999999999988 0.085625000000000021 0.093845000000000026 0.14320000000000002 -0.074254999999999988 -0.087094999999999992 -0.078669999999999976 0.041585000000000004 -0.115685 -0.088734999999999994 -0.095799999999999982 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 6 -1 7 8 -2 10 11 12 13 14 15 -10 18 -14 -17 20 22 -22 24 -24 25 26 -20 -28 -25 -30
right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 17 -15 -16 16 -18 -19 19 -21 21 -23 23 28 -26 -27 27 -29 29 -31
leaf_value=-0.0002907442943118659 0.00084333607012760249 0.00090131915346383846 0.00081171756407890771 -0.0012805512150827322 -0.0012937220344169545 -0.0010755192165437185 -0.0012965849625436717 -0.00094943463318224338 -0.0012945171385517302 0.0012797192183159926 -0.0012944053573383822 0.0011052986517228489 0.0012948522900889429 -0.0012760799158016227 -0.0012941576398914614 -0.00046423496274592758 -0.0012944978013680174 -0.0012942294553996276 0.0010182371070470437 0.0010173698658575629 -0.0012939360018591746 0.00035951928340193678 -0.00079727263138133287 -0.00041457083686711327 0.0011057383773073041 0.00095126298305230831 0.00028861721108336608 -0.0012945027069753317 0.00046104522980061104 -0.00032854537483195456
leaf_weight=0.036216743002679408 0.011645930652434799 0.018801282075884274 0.0065621173110201872 0.0018800049277274402 0.0044651625313782963 0.014298452802982808 0.0036018422437251721 0.0064121181173177879 0.0038942965164139301 0.0042063770790150548 0.006664827153940677 0.0055778492783815628 0.0011319242007488128 0.0045411780330795173 0.0039865611129243908 0.015394799750680477 0.0034699354830536313 0.0070070642393105231 0.006580657418453483 0.011237208517400177 0.0080733186014789737 0.0044472300214692959 0.012407336917767964 0.021501539189436869 0.016522401910947337 0.011824675108982774 0.0070089159943336173 0.0096664289189192249 0.056665143001282559 0.013722973796177484
leaf_count=512 135 318 91 18 124 457 92 221 95 24 81 74 2 124 54 161 20 187 24 87 233 6 115 63 49 17 40 86 356 44
internal_value=0 2.34934e-05 -0.00036059 0.000702979 -3.02128e-05 -0.000512877 -8.27681e-06 1.00215e-05 3.4911e-05 -5.06166e-06 -2.84238e-05 9.13295e-06 -1.87753e-05 1.65432e-05 4.49828e-05 7.1357e-05 9.81505e-05 -0.000934155 0.000122925 0.000173239 0.000116917 -0.000706638 0.000183058 2.69484e-05 0.000498578 0.000212616 -0.000162954 -0.000629092 0.000138238 0.000307105
internal_weight=0 0.282339 0.0570773 0.0206813 0.261658 0.0505152 0.257193 0.253591 0.247179 0.235533 0.231326 0.224661 0.219084 0.210945 0.206403 0.202417 0.198523 0.00813899 0.195053 0.179658 0.168421 0.0125205 0.1559 0.104297 0.0516031 0.0350807 0.023256 0.0166753 0.0918897 0.0703881
internal_count=3910 2850 1060 336 2514 969 2390 2298 2077 1942 1918 1837 1763 1574 1450 1396 1301 189 1281 1120 1033 239 794 578 216 167 150 126 463 400
is_linear=0
shrinkage=0.00129368


Tree=820
num_leaves=31
num_cat=0
split_feature=31 1348 14 3 44 1455 375 39 0 3 453 483 39 401 130 3 1213 3 43 13 0 2 403 49 457 1374 2 15 52 2
split_gain=0.00107653 0.00106874 0.00152447 0.00114241 0.0014359 0.00133223 0.00127232 0.0015324 0.00165787 0.00168101 0.00138709 0.00121637 0.00117169 0.00113574 0.00109056 0.00116298 0.00170015 0.00156609 0.00152235 0.00147967 0.0030499 0.00222855 0.00159911 0.00167046 0.00168859 0.00167363 0.00138096 0.00137623 0.00183628 0.00136402
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 0.30601500000000009 0.086480000000000015 -1.0000000180025095e-35 0.087245000000000017 0.005105000000000001 -0.13027499999999997 -0.013944999999999997 0.091855000000000006 0.083960000000000021 0.16168500000000002 0.10072000000000002 -0.23515499999999998 -0.100615 -1.0000000180025095e-35 -0.089974999999999986 0.098320000000000005 -0.094679999999999986 -0.053834999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010424999999999999 0.082870000000000013 -0.068629999999999983 0.091750000000000012 -0.064869999999999983 0.087375000000000008 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 11 13 -11 14 -7 18 -17 -18 -16 -19 21 -21 -23 24 25 -24 -26 29 -29 -25
right_child=1 -3 -4 4 -6 6 -8 8 9 12 -12 -13 -14 -15 15 16 17 19 -20 20 -22 22 23 27 26 -27 -28 28 -30 -31
leaf_value=0.0034274100047731442 -0.003886973449862218 0.0037938675035615339 -0.0029399875035320462 0.0038869302038636064 -0.0016703235861453285 -0.0038880986473051539 -0.0035419594133993346 0.0038667240818371267 0.0023131551962461503 -0.0017913069278438945 -0.0038873918456353213 -0.0025015665108554619 0.002646383487505607 -0.0038868849664727588 0.0010818632630502391 -0.0038869297839090634 -0.002977428642448765 0.001246633582819939 -0.0021434168411647433 -0.0038872967194709587 -0.0031923363079550439 -0.0038869209085447467 0.0015536068046552169 -0.0018473060734772971 0.0019210411021647928 -0.002914911696455262 -0.00099708731227897526 0.0023627512801920542 -0.0019161729123468327 0.00093722640021514031
leaf_weight=0.0013443510741044653 0.0013874979412702429 0.0010722144055392837 0.0027965449726021765 0.0023238701526935293 0.0010065496708193677 0.0010710951341863497 0.001559671324194766 0.0028578647554553535 0.0043803466283023349 0.0044785116043755116 0.001493247562699195 0.0031193666857842741 0.0011244011257076636 0.0011426394821008037 0.022782113375639845 0.0018460634899835062 0.0027491156505825556 0.012021026767598642 0.0024482225253450443 0.0020867945249847244 0.0048764208589595756 0.0013860513842796065 0.0016097519606148572 0.0039565023831347164 0.0049792608065786226 0.0059313125528248634 0.0048221576553260093 0.01200157650738375 0.0017338771707962062 0.0080934712383307073
leaf_count=113 187 28 123 131 15 19 35 75 112 117 31 287 3 169 350 393 156 106 24 44 161 358 13 159 31 113 35 236 137 149
internal_value=0 -6.95158e-05 -0.000103452 -3.69421e-05 0.00220737 -0.000101412 -5.5559e-05 -7.43455e-06 0.0012566 0.000509416 -0.000169508 -0.000113235 -0.000900744 -3.52542e-05 1.13694e-05 5.61243e-05 -0.000207977 -0.000105458 0.000768899 1.8882e-05 -0.000267824 3.8204e-05 0.00022223 0.00035429 -0.000578411 -0.00196104 0.000485364 0.000981596 0.00182261 2.29498e-05
internal_weight=0 0.123138 0.122065 0.119269 0.00333042 0.115938 0.114551 0.112991 0.0128411 0.00998326 0.10015 0.0986568 0.00560291 0.0955375 0.0943948 0.0933237 0.0680934 0.0662473 0.0252303 0.0634982 0.0514772 0.0466008 0.044514 0.0431279 0.0173425 0.00754106 0.00980142 0.0257854 0.0137355 0.01205
internal_count=3910 3797 3769 3646 146 3500 3313 3278 307 232 2971 2940 120 2653 2484 2465 2091 1698 374 1542 1436 1275 1231 873 192 126 66 681 373 308
is_linear=0
shrinkage=0.00388662


Tree=821
num_leaves=31
num_cat=0
split_feature=393 1425 4 160 151 133 1373 42 156 157 49 1456 43 1 454 47 41 49 151 49 3 49 12 2 133 16 131 1 1 1
split_gain=0.00103719 0.00104621 0.00118767 0.00132506 0.00175418 0.00290971 0.00130129 0.00124526 0.00179674 0.00146383 0.00164614 0.0015503 0.00139547 0.00149656 0.00144079 0.00142831 0.00129282 0.00135318 0.00245523 0.00145898 0.00146026 0.00281538 0.00164263 0.00197636 0.00227002 0.00127157 0.00182197 0.00121165 0.00164384 0.00121097
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 -0.092169999999999988 -0.010684999999999998 -0.031394999999999992 0.099250000000000019 -1.0000000180025095e-35 0.013700000000000002 0.087580000000000005 0.27772500000000006 1.0000000180025095e-35 0.24789500000000006 0.10113500000000002 -1.0000000180025095e-35 0.097435000000000008 0.080335000000000018 -0.088329999999999978 0.083140000000000006 -0.080034999999999981 0.090325000000000003 -1.0000000180025095e-35 0.096055000000000015 0.083585000000000007 0.094185000000000005 0.032820000000000009 0.097135000000000013 0.076710000000000014 0.079945000000000016 0.088675000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 10 11 12 13 14 -9 16 17 18 -16 -19 21 -21 23 27 -25 -15 -27 -23 -29 -22
right_child=1 -3 -4 6 5 -7 -8 9 -10 -11 -12 -13 -14 25 15 -17 -18 19 -20 20 29 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0033838184710613269 0.0010459491303364185 -0.0033858219447197115 0.0022398080037792732 -0.0011141260660260783 0.0019916846155176408 -0.0033569372626434911 -0.0030868214267518318 -0.003384279647542723 0.0023801262389832709 -0.0023693091490493844 -0.0033249799039627051 -0.0031780376887778302 -0.002048182278957038 0.001644991070467231 -0.0032944334256514497 0.0029380526126081882 -0.0030835095165563636 0.002553833238352721 0.00074890863932569065 -0.002641646379092671 0.00058945198695745202 -0.0033844984899518132 -0.0033846863602800159 0.0016812959083124142 -0.0022771727363873383 -0.0010579014144727107 0.0029498140556747801 0.0032933801461867613 -0.0010968498213809049 0.0031891567907649633
leaf_weight=0.0010445977888906546 0.0027452165799033423 0.0010342372926306345 0.0027253398678883647 0.01476187320494482 0.0014986592803403198 0.0052209218010532688 0.0014573634221122225 0.0012315167499270521 0.0019017125055427178 0.0023014574375128652 0.0013618703501059306 0.0013453514025223426 0.0024197478150416165 0.019935372739169566 0.0031616015752504714 0.0022787789778710979 0.0013369214470202442 0.0036777767111146878 0.0037688175723928907 0.0041044745371330285 0.0057305580009554546 0.0016974815226546971 0.0012595245259845447 0.014599732059473514 0.0018710532597396847 0.0051289566264358646 0.0017389282215845014 0.0012536816215771296 0.0044145528821664115 0.0031949530055044306
leaf_count=76 76 94 212 800 56 387 25 33 70 115 36 210 60 366 40 51 41 29 30 104 47 26 154 354 81 103 9 13 184 28
internal_value=0 2.44134e-06 3.21073e-05 -2.00313e-05 -0.001233 -0.00216404 8.83427e-05 0.000132634 -0.000715349 0.000293548 0.000365216 0.000424938 0.000483477 0.000559685 0.00023316 0.000318259 0.00019903 0.000289079 -0.00109563 0.000518643 0.000322321 -4.3776e-05 0.000381108 0.000580093 0.00123162 0.00121243 -4.31597e-05 -0.000876816 -0.000125833 0.00152004
internal_weight=0 0.119158 0.118124 0.115399 0.0094648 0.00671958 0.105934 0.104477 0.0166636 0.0878131 0.0855117 0.0841498 0.0828044 0.0803847 0.0535814 0.0523499 0.0500711 0.0487342 0.00693042 0.0418038 0.038126 0.0292005 0.025096 0.0238365 0.0164708 0.0268033 0.00686788 0.00736572 0.00566823 0.00892551
internal_count=3910 3834 3740 3528 519 443 3009 2984 870 2114 1999 1963 1753 1693 1215 1182 1131 1090 70 1020 991 916 812 658 435 478 112 223 197 75
is_linear=0
shrinkage=0.00338353


Tree=822
num_leaves=31
num_cat=0
split_feature=9 2 484 1446 123 160 41 2 159 159 151 16 159 159 150 1374 51 13 13 2 2 16 50 457 16 123 403 1374 1374 1
split_gain=0.000968925 0.00104844 0.00133824 0.00129131 0.00141004 0.00132377 0.00125166 0.00165281 0.00147679 0.00155529 0.00117059 0.00149587 0.00118074 0.0013099 0.0011492 0.00190758 0.00116489 0.00119509 0.00160125 0.00227258 0.00215843 0.00187239 0.00126229 0.00111564 0.00108717 0.00107511 0.00113209 0.00118647 0.00136738 0.00147494
threshold=-0.016839999999999997 0.097940000000000013 -0.079734999999999986 0.091660000000000005 1.0000000180025095e-35 0.31473500000000004 0.080335000000000018 -0.13811499999999996 0.09141500000000001 0.088320000000000023 -0.40391999999999995 -0.54165499999999989 0.085280000000000009 0.10856 0.15024000000000001 -1.0000000180025095e-35 -0.025709999999999997 -0.5337599999999999 -0.091849999999999987 0.11339500000000001 0.11635500000000001 0.28937500000000005 0.14390500000000003 -0.067474999999999993 -0.41862999999999995 0.097335000000000019 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.13084000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 9 23 -3 -12 14 -14 15 -13 -17 -18 19 -19 21 -20 24 -9 -22 26 -25 -28 -29 -30
right_child=1 3 6 -5 -6 -7 -8 8 -10 -11 11 12 13 -15 -16 16 17 18 20 -21 22 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=0.0027402306389032942 -0.0031887911094207405 -0.0027579343041770638 0.0025063309137313442 -0.0031625324515151989 0.0020998635096399119 0.0029944189696035524 -0.0020876944573079495 -0.0023934059958959702 -0.0026618732857755885 0.0024246725075873477 0.0030929824840853389 0.0029044619229698977 0.0025238411747900815 -0.00034973865184705175 -0.0029015190705322888 -0.002262212808283562 -0.0029902097843801938 0.0030428265749017891 -0.0021654967886988318 -0.0010291452613816823 -0.0013542108408995713 0.0013331078502697425 -0.0021362008758861917 -0.0019525422072846034 0.0022087000090875867 -0.0031890479862262773 -0.0019399244097926631 0.002883310409016614 -0.00012917900589689589 0.0019137257564498169
leaf_weight=0.0012739197828590667 0.0016017373489112243 0.0014133095502870665 0.0023186469641842669 0.0010625278829774478 0.0044412373612416891 0.0016640766569278034 0.0035259570837524725 0.0023446712142813899 0.0024492025551077204 0.0023179021643358047 0.001730916104691004 0.0020400777078464208 0.0037323098674590929 0.0028394778252067709 0.0015308740717046012 0.0027435614029833735 0.0013398617687130345 0.0037346029782696589 0.0072688545263295302 0.0022224919295936729 0.0010693815387412542 0.0019782776351249254 0.0011324231035203525 0.0030830667451686713 0.0046839869171968465 0.0011547230944870526 0.0028964293461939397 0.0018059726654655597 0.04030484381371946 0.0039442720174065462
leaf_count=121 326 29 88 57 174 41 93 116 145 32 47 9 94 79 7 185 7 31 197 49 25 39 11 690 89 11 52 10 1030 26
internal_value=0 -5.58485e-05 -0.0003091 0.000312107 0.000393131 0.000208813 -0.000239368 -0.000135293 -0.000236867 -0.000134202 9.13414e-05 0.000197182 5.91607e-05 0.00128225 -0.000211071 -6.50869e-05 -0.000296547 -6.63742e-05 0.00011097 0.00152364 -0.00041066 -0.00141703 0.000940817 -0.000241006 0.00154646 -0.000146124 -7.85973e-05 3.94276e-05 0.00016391 5.29212e-05
internal_weight=0 0.114376 0.0677474 0.0466282 0.0455657 0.0411245 0.0661457 0.0626197 0.0603011 0.0578519 0.0394604 0.0380471 0.0363162 0.00657179 0.0297444 0.0282135 0.0261734 0.0234299 0.02209 0.00595709 0.0161329 0.00924713 0.00688579 0.055534 0.00575337 0.0531893 0.0520346 0.0489515 0.0460551 0.0442491
internal_count=3910 3789 2619 1170 1113 939 2293 2200 2112 1967 898 869 822 173 649 642 633 448 441 80 361 236 125 1935 114 1819 1808 1118 1066 1056
is_linear=0
shrinkage=0.00318838


Tree=823
num_leaves=31
num_cat=0
split_feature=158 9 457 401 1 0 403 1446 133 4 4 44 2 0 48 0 448 11 52 3 457 1 48 131 3 1 47 47 42 42
split_gain=0.000955526 0.00107895 0.000909518 0.000917865 0.000919958 0.00175108 0.00136104 0.00147701 0.00130059 0.00125554 0.00120391 0.00157299 0.00176027 0.00194776 0.00228308 0.00191891 0.00189625 0.00202484 0.00182595 0.00211846 0.00192958 0.00177888 0.00158011 0.00154808 0.00238064 0.00141822 0.00106151 0.0012196 0.0010545 0.000963515
threshold=0.11136500000000001 -0.016839999999999997 0.53894500000000012 0.10072000000000002 1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 0.091520000000000018 0.084285000000000013 0.0021050000000000005 -0.23071499999999998 0.085085000000000008 0.075670000000000015 -0.15007499999999999 0.12862000000000004 1.0000000180025095e-35 -0.082054999999999989 0.08184000000000001 -0.010284999999999997 0.090325000000000003 -0.066264999999999991 0.11561500000000001 -0.064549999999999982 0.088315000000000018 -0.077894999999999978 0.14071500000000001 0.13439000000000004 0.11069000000000002 0.098285000000000011 -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 -1 3 4 5 8 7 10 -3 -10 25 12 15 14 18 21 -15 -18 19 -14 -20 22 -12 -24 -25 -6 27 28 -23 -7
right_child=-2 2 -4 -5 6 29 -8 -9 9 -11 11 -13 13 16 -16 -17 17 -19 20 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0039659486022250385 -0.0033529371804866793 -0.0031760878584791118 -0.0036355028251053006 -0.0035685672507043804 -0.0034586486983482082 -0.0027319348213799923 0.0024511573363406262 -0.003936292261619464 -0.0039646414006087871 0.00042870021845631501 0.0028346065348250093 -0.0035964618525542716 -0.0027769122041860633 -0.0026539810110231591 -0.0025684958644753564 0.0039597150520284397 0.0033376757965876765 -0.0012587436469291351 -0.00088568884039970939 0.00099281877568871695 0.0032214333873271635 -0.0020567105617203246 -0.0035786363995848583 -0.0039647807424134564 0.0023704089651007897 0.0017215938580122051 -0.0012859015517744791 0.0038624509865743343 0.0026253316304759534 0.00030399134171200123
leaf_weight=0.0010739687341683171 0.0013425668035940133 0.0053250219032685529 0.0010868624804061247 0.0011153255919087437 0.0027060446048956513 0.0017571734644667983 0.0044135858394973573 0.0013443794255092447 0.0012958781891116988 0.0048428138801313025 0.0010368748275482184 0.0015049189609044325 0.0035177334117459918 0.0011437633183959415 0.0035983583863696813 0.0014599311692755626 0.010562348767528817 0.0017567684834034489 0.0024365631725231643 0.0070147545656595867 0.0068571367274117305 0.0016901485380742542 0.0059362753578398042 0.0016293776711329144 0.0021787513081079624 0.0011984439965999627 0.0029493193460439215 0.0022922515501022644 0.0013678251588373769 0.025270661358685945
leaf_count=118 158 510 15 191 176 180 86 70 296 129 22 31 44 7 33 50 307 37 14 35 144 43 289 116 75 10 17 15 12 680
internal_value=0 1.1799e-05 -2.70578e-05 9.18799e-06 4.64508e-05 -0.000444065 0.000321697 0.000175261 -0.00174239 -0.000498734 0.000263226 0.000404467 0.000509313 0.00102724 0.000336628 -0.000420788 0.00222886 0.0026822 0.000863894 -0.000266229 0.00214465 -0.000755953 -0.00181799 -0.00231306 -0.000340218 -0.00186862 0.000623651 0.0016763 3.7557e-05 0.000106615
internal_weight=0 0.110363 0.109289 0.108202 0.107087 0.0384915 0.0685956 0.064182 0.0114637 0.00613869 0.0628376 0.0589331 0.0574282 0.0368874 0.0234245 0.0205408 0.0134629 0.0123191 0.0198262 0.0105325 0.0092937 0.0190808 0.0107813 0.0097444 0.00380813 0.00390449 0.00829954 0.00535023 0.00305797 0.0270278
internal_count=3910 3752 3634 3619 3428 1795 1633 1547 935 425 1477 1291 1260 621 270 639 351 344 237 79 158 589 502 480 191 186 87 70 55 860
is_linear=0
shrinkage=0.00396435


Tree=824
num_leaves=31
num_cat=0
split_feature=1456 151 453 2 129 50 457 3 49 12 3 16 158 474 4 47 11 13 375 1373 150 157 1374 130 1213 49 0 0 0 52
split_gain=0.00090672 0.00118841 0.000930512 0.000970014 0.00153415 0.00127211 0.00123719 0.00122283 0.00122754 0.0012148 0.00116668 0.00154431 0.00112357 0.00117045 0.00114609 0.00180258 0.00135636 0.00111269 0.00101109 0.00102319 0.00142703 0.00137913 0.00135798 0.00124406 0.00109034 0.00104135 0.00136891 0.00122439 0.00277442 0.00140251
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 0.11542500000000001 0.092070000000000013 0.10625000000000001 -0.067474999999999993 0.12046500000000002 0.14121000000000003 0.092365000000000017 0.24227500000000002 -0.17157499999999998 0.084965000000000027 -1.0000000180025095e-35 0.27020000000000005 0.10976000000000001 0.082245000000000013 0.098990000000000009 0.083605000000000013 -1.0000000180025095e-35 0.12965000000000002 -0.084354999999999986 -0.095439999999999983 -0.088449999999999987 -1.0000000180025095e-35 -0.10837499999999999 -0.10783 -0.077944999999999987 -0.083424999999999985 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -5 -9 -12 13 -8 16 -16 18 -11 19 -15 21 -21 -23 -24 -25 26 -26 28 -27 -29
right_child=2 -3 -4 7 -6 -7 12 8 -10 17 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 22 23 24 25 27 -28 29 -30 -31
leaf_value=0.00088944687884964671 -0.0020183256549690543 -0.0038870012677594962 -0.0026085717425729017 0.0031982880398411405 -0.0038587493824209836 -0.0033918621423408833 -0.0032336781296191204 -0.0028852241775632775 0.002796349696343139 -0.0021559658574004351 -0.0020046246254026151 0.0038869636546967875 -0.0020194048080306739 -0.0022385229953842145 0.0036824751343003505 -0.0015252213488971293 -0.003514252404340357 0.0023268513305472476 -0.0035860353326725861 -0.0027892773852155901 0.003602796140480547 -0.0036156192542442546 -0.002200239007156303 -0.0019393904510824976 0.0024154317594717923 0.00083985377858653346 -0.0019573817268653017 0.0020557548636332751 -0.0030238325663853611 -0.0012227319397960527
leaf_weight=0.0012877243405160499 0.0040930226361712832 0.0020230470817190751 0.0019704729761809139 0.0050252930574430366 0.0015863004022227392 0.0016392046964162068 0.0014131924908582496 0.0027229331342937266 0.0015872201868774027 0.0016070683082158865 0.0014537554529194807 0.0012498930511881667 0.0033810340843665179 0.0022365611389005826 0.0034392961325568896 0.0014179781283019111 0.0014468427769642736 0.001744155168665884 0.0010024609148580046 0.0020700770432311435 0.0020796031552663399 0.0012241902599043888 0.0024366141207803329 0.0023810851208199138 0.0014562062385010677 0.026502661630385602 0.0042018483391643704 0.017345316337384911 0.0031400809522752473 0.0022237849536796963
leaf_count=41 161 328 49 178 154 264 108 33 20 136 51 55 191 27 129 11 79 62 22 111 16 8 74 386 20 516 47 308 263 62
internal_value=0 -0.0020292 3.68626e-05 8.79141e-05 -7.16747e-05 -1.10771e-06 6.54633e-05 0.000987124 -0.000210128 0.0019896 -0.00108949 0.000719049 0.000172883 0.000270389 0.000336765 0.0021622 0.00020964 0.000177131 0.000288525 0.000346239 0.000435094 0.000330499 0.000436524 0.000519633 0.000635392 0.000747125 -0.000831956 0.000928677 0.00043057 0.0016832
internal_weight=0 0.00331077 0.104078 0.102108 0.0867174 0.0851311 0.0834919 0.0153903 0.0070138 0.00837652 0.00542658 0.00270365 0.0793988 0.0760178 0.0746046 0.00485727 0.0697473 0.00335122 0.0683005 0.067298 0.0650615 0.0629819 0.0609118 0.0596876 0.057251 0.0548699 0.00565805 0.0492118 0.0296427 0.0195691
internal_count=3910 369 3541 3492 2957 2803 2539 535 159 376 139 106 2378 2187 2079 140 1939 198 1860 1838 1811 1795 1684 1676 1602 1216 67 1149 779 370
is_linear=0
shrinkage=0.00388662


Tree=825
num_leaves=31
num_cat=0
split_feature=1213 475 403 14 1455 52 133 123 13 1365 484 150 1373 124 3 48 0 1 12 52 49 13 43 131 4 2 160 15 12 160
split_gain=0.003096 0.0051182 0.00308723 0.00298993 0.00300797 0.00298294 0.00357191 0.00298749 0.00510343 0.0039248 0.00353082 0.00574458 0.00350371 0.00330814 0.00317711 0.00299059 0.00498348 0.00379554 0.00353991 0.00405921 0.00345673 0.00314406 0.00416833 0.00423928 0.00296243 0.00346545 0.00469941 0.00392004 0.00293826 0.00337671
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 0.078275000000000025 -1.0000000180025095e-35 -0.42985499999999993 -0.40071499999999999 1.0000000180025095e-35 0.41346500000000003 1.0000000180025095e-35 -0.0043499999999999988 0.10117000000000001 0.11103 -0.50873999999999986 0.24227500000000002 0.12675000000000003 -0.15137999999999999 0.10113500000000002 -0.0089849999999999982 0.11588000000000002 0.082865000000000008 0.16421000000000002 -0.15648499999999999 0.021890000000000003 -0.51381999999999983 0.089910000000000004 0.088095000000000021 0.090505000000000016 0.11999500000000002 -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=1 -1 -2 4 -4 -6 -7 9 -9 10 11 -8 13 -12 15 17 -17 18 -15 21 -21 22 -20 24 -24 26 27 -26 29 -19
right_child=2 -3 3 -5 5 6 7 8 -10 -11 12 -13 -14 14 -16 16 -18 28 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013734674421664896 -0.00092490294218205852 -0.0011982623512249663 -0.0011835931240740875 -0.00080369108522484903 -0.00090421264405060641 -0.0013064670422601062 -0.0010665235856341781 0.00092937432705076934 -0.0013737135262531387 -0.0011631757130946415 -0.0013093913584905747 0.001231463041644525 -0.0013734998479510373 -0.00090260852998484665 0.0011112061359926117 -0.001374261970079633 0.00040014272994392326 -0.00017881676495198808 0.0012901784978380389 -0.0013735666933460812 0.00064787509124404304 -0.00064996875446765578 -0.0013738368140220536 -0.0012067521325755891 0.00027760833713749104 0.00055979173703574561 -0.0013735032158975074 -0.0013733828605608928 -0.00046811665139436654 0.00079703520724001885
leaf_weight=0.0017498272354714581 0.0067719976316276123 0.0087620086990263246 0.0037187159277749507 0.0081482801355434731 0.0058913384878671584 0.0034269489172231707 0.010277848745730012 0.015209023317140691 0.0020588893676176659 0.0048236728967268041 0.0028555635656175573 0.0025612274739614813 0.002859635094011991 0.0067925214374895395 0.0066542385348711255 0.0061862125888865194 0.0057616271858478285 0.0081543375933961215 0.0068194817592939208 0.005853868139766405 0.0021912098780738631 0.0078158028311463568 0.0020916251240805503 0.0039874161809620992 0.036569197238847564 0.042310097869787455 0.0041921785674503545 0.0029275245114774853 0.0052068173129100606 0.03704198626449795
leaf_count=4 451 588 163 98 290 167 387 294 5 60 16 13 18 46 136 18 31 50 24 155 69 40 10 52 273 152 35 43 27 195
internal_value=0 -0.000770166 -1.01511e-05 1.43933e-05 4.16862e-05 6.06304e-05 8.48568e-05 0.000105479 0.000654772 6.11427e-05 8.93847e-05 -0.000608105 0.000135011 0.000157315 0.000179294 0.000145574 -0.000518588 0.000191722 6.03787e-05 0.000117378 -0.000822994 0.000188272 0.000254517 0.000177814 0.000240487 0.000279749 8.54522e-06 0.000155236 0.000508465 0.000620972
internal_weight=0 0.0105118 0.259159 0.252387 0.244239 0.24052 0.234629 0.231202 0.0172679 0.213934 0.20911 0.0128391 0.196271 0.193412 0.190556 0.183902 0.0119478 0.171954 0.121551 0.114758 0.00804508 0.106713 0.0988975 0.092078 0.0880906 0.085999 0.0436889 0.0394967 0.0504031 0.0451963
internal_count=3910 592 3318 2867 2769 2606 2316 2149 299 1850 1790 400 1390 1372 1356 1220 49 1171 899 853 224 629 589 565 513 503 351 316 272 245
is_linear=0
shrinkage=0.00137286


Tree=826
num_leaves=31
num_cat=0
split_feature=1455 1429 42 156 42 39 43 1366 133 3 160 1373 484 150 448 3 4 150 13 150 1447 49 1 48 2 3 2 2 2 3
split_gain=0.000826379 0.000815509 0.000881738 0.00160823 0.00119703 0.00111422 0.00184449 0.00139909 0.00113755 0.00199692 0.00136873 0.00149068 0.00132848 0.00246191 0.00132611 0.00117454 0.00159111 0.00114591 0.00115988 0.00112832 0.00109952 0.00107336 0.00106004 0.00139703 0.00118463 0.00189091 0.00175943 0.00149027 0.00192607 0.00138251
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.013700000000000002 -0.082904999999999993 0.085220000000000004 -0.044024999999999988 -1.0000000180025095e-35 0.093845000000000026 0.14320000000000002 -0.092169999999999988 0.10355500000000002 -0.0043499999999999988 0.097030000000000019 -0.083779999999999979 -0.22254999999999997 -0.49837999999999999 0.15297000000000002 0.17936000000000002 -0.22988499999999998 -0.086009999999999989 0.24887500000000004 0.10113500000000002 0.14803500000000003 0.086875000000000022 0.088060000000000013 0.10488500000000002 0.085005000000000011 0.083585000000000007 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 10 -10 19 12 13 -12 -14 -16 -17 18 21 -9 -21 22 24 -24 25 27 -26 28 -18 -28
right_child=1 2 5 -5 -6 6 -8 8 9 -11 11 -13 14 -15 15 16 17 -19 -20 20 -22 -23 23 -25 26 -27 29 -29 -30 -31
leaf_value=-0.002846267967545643 -0.0021297820198090162 -0.00050067922194876988 -0.0029047515230198567 0.0023326119562245284 -0.0027881508530845957 0.0030371504725919428 -0.000836620023894752 0.0018074792918260836 -0.0032207534686932177 0.0015018363860128405 -0.0030621985288978889 -0.0034518834774565164 -0.0025827578163560884 0.0031745754345803012 0.0030262352432902759 -0.0034121474212806188 -0.0010908504986919499 -0.0023834712698864308 -0.0018516844104805997 0.0012605777654291434 -0.0027097487626650944 -0.0023272447416495096 0.0020364063909632138 -0.0015858836572785037 0.0015310019031881468 0.0030775775205829224 0.0018795832303105419 -0.0034518243365739862 0.0023976612215012212 -0.0023900800978320794
leaf_weight=0.0012209270609311309 0.0020798907037053995 0.011615899843054667 0.0018208456796493513 0.0018977220972580247 0.0035598722566940752 0.0039382158389198452 0.0023303359526458669 0.0011729646503226832 0.002937191692883089 0.0016744057203084139 0.0029347650782622905 0.0011693974432276369 0.0015153056562553493 0.0010144520320523043 0.0024505684409916661 0.0011613410778572508 0.0070657204259063772 0.0014270783722167826 0.0019679665576859398 0.0010324747752530339 0.0042530673122751486 0.0012387180158555102 0.013546535014893557 0.0013991657142469202 0.018719422227017724 0.0018047338398901056 0.0013524250198315713 0.0019737256651213295 0.0025710407126346979 0.0027198643918531209
leaf_count=189 175 498 66 86 455 261 73 4 369 16 304 19 27 14 64 28 189 4 12 36 263 34 237 16 254 9 9 52 77 70
internal_value=0 9.6227e-06 5.31343e-05 -0.000662703 -0.00103727 0.000196597 0.00159708 8.53627e-05 0.000155977 -0.00150605 0.000261709 0.000410021 0.000479647 -0.00146013 0.000605408 0.000686741 0.000586069 0.000669302 0.000749446 -0.00125464 -0.00193419 0.000847151 0.000924023 0.0016973 0.000604825 -0.00020886 0.00108376 -0.000719704 -0.000160133 -0.000972106
internal_weight=0 0.104345 0.102265 0.0170735 0.0151758 0.0851917 0.00626855 0.0789232 0.0771023 0.0046116 0.0724907 0.0660322 0.0648628 0.00394922 0.0609136 0.0593983 0.0569477 0.0557864 0.0543593 0.00645851 0.00528554 0.0523914 0.0511526 0.0149457 0.0362069 0.0134152 0.0227917 0.0116105 0.00963676 0.00407229
internal_count=3910 3721 3546 1039 953 2507 334 2173 2107 385 1722 1419 1400 318 1082 1055 991 963 959 303 299 947 913 253 660 327 333 318 266 79
is_linear=0
shrinkage=0.00345121


Tree=827
num_leaves=31
num_cat=0
split_feature=1456 1453 453 1 2 15 12 3 51 12 12 13 1374 1186 3 42 4 1 483 0 0 52 43 12 16 3 52 49 49 2
split_gain=0.0035721 0.0029535 0.00282019 0.00305242 0.00377825 0.00454268 0.00450369 0.00512726 0.00405156 0.00380746 0.00347937 0.0033372 0.00325889 0.00336649 0.00316115 0.00326697 0.0049498 0.00312688 0.00312061 0.00332421 0.00378421 0.00505875 0.00352901 0.00320246 0.00299682 0.00286864 0.0033358 0.00282914 0.00304159 0.00267522
threshold=-1.0000000180025095e-35 -0.09343499999999999 0.089535000000000017 0.094385000000000011 0.14808000000000002 0.024640000000000006 0.092365000000000017 0.11265500000000002 -0.40274499999999996 0.129665 0.10333000000000002 -0.079119999999999982 -0.094679999999999986 0.08733500000000001 -0.5217799999999998 0.091955000000000023 0.11205000000000001 0.09112000000000002 0.083960000000000021 -0.22384499999999996 -0.077944999999999987 0.086950000000000013 -0.092084999999999986 -0.0089849999999999982 -0.15168999999999996 -0.115685 0.11401500000000002 -0.045004999999999996 -1.0000000180025095e-35 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 5 6 7 8 -5 11 -8 -7 -2 14 -14 17 -17 18 19 -16 21 22 -21 -24 -12 -22 -27 -9 -29 -25
right_child=2 -3 -4 4 -6 9 10 27 -10 -11 24 -13 13 -15 15 16 -18 -19 -20 20 25 -23 23 29 -26 26 -28 28 -30 -31
leaf_value=0.00087576846199233878 -0.0013737664883408096 -0.0011741715681795122 -0.0010076273808581472 -0.0013736423527093058 0.0012609877417925331 0.00039246778996365034 -0.00080611676778807471 0.0010065177917669118 0.00093056655903225231 0.0011540218689782133 0.00091737721021417922 -0.0011917298330013568 0.0010471228620176436 -0.0013738399748668782 0.00079226543529495211 -0.0013735687646742876 0.00044645742279027272 -0.0010795810615569622 -0.0013733915616199548 -0.0012369822003527593 0.00083433179590392816 -0.0013732618745718756 -0.0012173874133108791 0.00023403114575777431 -0.00036404940125083971 0.00022128030799146111 -0.0013735731490931526 -0.0013442355712566033 3.9891964914551324e-05 -0.0013734424236008106
leaf_weight=0.0015817412551388807 0.0037248948132742035 0.0081506996171789581 0.0050607220563421143 0.0015061896995121051 0.005995314678500562 0.0033121301077017043 0.010940379802349298 0.0045399568804498349 0.031881078944977048 0.0021644063995154275 0.0064122635772605463 0.010299895159391783 0.0048917248041107078 0.0036418711531638328 0.01112282945541665 0.0081554716489371515 0.004301947548242425 0.0048775273049557191 0.0028500848076404841 0.0045209730268140893 0.013456544063444653 0.0065157547536820451 0.0035153319107337202 0.037377562455628059 0.0074201729636911296 0.024108518630882265 0.0027541667598001132 0.0035672571837039859 0.018564660716890558 0.0020587879737803396
leaf_count=31 46 338 49 8 135 18 133 40 386 12 33 139 13 60 34 426 29 95 180 143 55 385 47 603 65 207 56 10 115 19
internal_value=0 -0.00084101 6.77506e-06 2.77733e-05 0.000202229 0.000139137 0.000264939 0.000468095 0.000826617 -0.000537321 -0.000227591 -0.000806257 -0.000107115 -7.19441e-05 -3.5614e-05 -7.7778e-05 -0.000745055 -4.31835e-06 4.41172e-05 8.24364e-05 -1.2822e-06 -0.000238937 -8.32479e-05 3.8191e-05 0.000229978 0.000316943 5.77638e-05 1.93048e-05 -0.000183204 0.000150112
internal_weight=0 0.00973244 0.249538 0.244478 0.106604 0.100608 0.084832 0.0600591 0.0333873 0.0157764 0.0247728 0.013612 0.137874 0.134149 0.130507 0.125616 0.0124574 0.113158 0.108281 0.10543 0.0943076 0.0539884 0.0474727 0.0429517 0.0138324 0.0403192 0.0268627 0.0266719 0.0221319 0.0394364
internal_count=3910 369 3541 3492 1094 959 790 559 394 169 231 157 2398 2352 2292 2279 455 1824 1729 1549 1515 1197 812 669 98 318 263 165 125 622
is_linear=0
shrinkage=0.00137286


Tree=828
num_leaves=31
num_cat=0
split_feature=1 151 133 39 1373 133 16 132 47 42 50 4 16 52 16 16 160 42 1 43 124 42 50 41 150 12 158 0 52 52
split_gain=0.000868449 0.00122548 0.00132293 0.00111002 0.00108911 0.00107332 0.00104144 0.00124906 0.00120709 0.00192543 0.00166941 0.00181791 0.00184122 0.00161956 0.00126001 0.0014987 0.00123461 0.000959638 0.00121555 0.000923624 0.00124529 0.000917752 0.00151942 0.00156499 0.00147561 0.00130787 0.00138717 0.00123557 0.00142388 0.0014159
threshold=0.087545000000000026 -0.090394999999999989 -0.09590499999999999 0.005105000000000001 0.09586500000000002 0.10681500000000001 0.050115000000000007 0.079995000000000011 0.09252500000000001 -0.089744999999999978 0.11515000000000002 0.18622000000000002 -0.19424999999999998 1.0000000180025095e-35 -0.094359999999999986 -0.072804999999999981 0.11161500000000001 -0.09547499999999999 0.13702500000000004 -0.24333999999999997 -0.087894999999999987 -0.09361499999999999 0.082310000000000008 0.078535000000000008 0.090145000000000017 0.099680000000000005 0.084965000000000027 -0.072559999999999986 -0.11051499999999999 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 6 21 7 8 9 -2 11 12 -11 14 -14 -16 -17 -10 -19 -5 -21 -4 23 24 25 26 27 28 -23 -30
right_child=3 2 5 19 -6 -7 -8 -9 17 10 -12 -13 13 -15 15 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0025982302410516777 -0.0029396828215284341 -0.0025904502301713301 -0.0022817928824701295 -0.00075729445804139262 -0.0033841403971103983 -0.0019219124883579541 -0.00092485570274483979 0.0024493696392774073 0.0020241188349529836 -0.0031656337658874361 -0.0030902147379528399 0.0026326358451626577 -0.0023748808732310779 0.0027616018213041937 0.0022881355168601733 0.00037481804203999406 -0.0033445986403629994 -0.0019448935664024675 0.0016044220909037577 -0.00046398687394333393 0.0027350109633857956 -0.0033838762642006363 -0.0033839037318479617 -0.0031084063144047333 -0.0028221247921871558 -0.0014029740208505459 -0.002391958262401476 0.0019262981615601937 0.0010786309100337642 -0.0021430245178235591
leaf_weight=0.0026541127244090737 0.0016910649621735266 0.0025603794838113805 0.00179711451868969 0.0018996855094428611 0.0010334040806867497 0.0033427044504890082 0.0087526254297856099 0.0030415637692691169 0.0011231537852722795 0.0014769223079156213 0.0012051719510468564 0.0058160707439087736 0.0018526368614573069 0.0036546008063282889 0.0039818777651845442 0.0052893671250196141 0.001266286692865215 0.0063232206680901015 0.0013384792719079996 0.0018890253057151085 0.0053065164931496156 0.0010382802253552292 0.0013084157867853099 0.0014520394452297572 0.0014805469182590505 0.0032433347603184606 0.0014234077356880528 0.010753833423049038 0.013641556355639572 0.0017636883738787476
leaf_count=147 39 362 181 21 23 380 349 96 5 12 77 142 30 71 146 105 16 124 15 55 292 71 245 48 49 81 128 116 313 171
internal_value=0 -0.000365733 -0.000230468 0.000257648 5.16786e-05 -8.39665e-05 0.000127525 0.000369537 0.000188893 0.00055241 0.000793024 0.000993556 0.000449487 0.000782259 0.000198433 0.000650855 -0.000343623 -0.000896669 -0.00132484 0.00134117 0.00189519 7.81272e-05 0.000195591 0.000330186 0.000479925 0.000633353 0.000864111 0.00103452 0.000451312 0.000709796
internal_weight=0 0.0464594 0.0438053 0.0569417 0.0478464 0.0412449 0.046813 0.0380604 0.0350189 0.026234 0.0245429 0.0233378 0.0175217 0.0160448 0.0123902 0.0105375 0.00655565 0.00878485 0.0076617 0.00909523 0.00719554 0.0379022 0.0361051 0.0347967 0.0333446 0.0318641 0.0286208 0.0271974 0.0164435 0.0154052
internal_count=3910 2292 2145 1618 1250 1783 1227 878 782 638 599 522 380 368 297 267 121 144 139 368 347 1403 1222 977 929 880 799 671 555 484
is_linear=0
shrinkage=0.00338353


Tree=829
num_leaves=31
num_cat=0
split_feature=1456 1213 11 4 475 48 1373 403 124 124 3 1365 52 151 1426 133 4 160 3 42 39 148 12 2 1375 43 131 9 52 475
split_gain=0.00393792 0.0034748 0.00374381 0.00429732 0.00337178 0.00333704 0.00309584 0.00313511 0.00304319 0.00489847 0.00428025 0.00390818 0.0029389 0.00279092 0.00276084 0.00276811 0.00290907 0.0040651 0.00273184 0.00262742 0.00411618 0.00257964 0.00299458 0.00341901 0.00355222 0.00345373 0.00336892 0.00359248 0.00391155 0.00303031
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08184000000000001 0.28937500000000005 -0.086004999999999984 0.11379500000000002 0.11103 -0.084084999999999979 -0.50873999999999986 -0.048219999999999992 0.31335500000000011 1.0000000180025095e-35 -0.42985499999999993 -0.035524999999999994 -1.0000000180025095e-35 -0.26719999999999994 -0.51381999999999983 -0.40446999999999994 -0.14218999999999996 -0.10770999999999999 0.16168500000000002 0.10530000000000002 0.097345000000000015 0.089910000000000004 -1.0000000180025095e-35 0.0033500000000000005 0.092255000000000018 0.084755000000000011 -0.092854999999999979 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 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 4 6 -4 -2 -5 7 -3 -9 -10 11 12 -11 -1 -14 -16 -17 -18 -19 20 -20 22 23 24 -21 26 27 28 -26 -25
right_child=1 2 3 5 -6 -7 -8 8 9 10 -12 -13 14 -15 15 16 17 18 19 21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.00023928630079296523 0.001219416506800875 -0.00079906694788424882 -0.0011496086417489898 0.00057108140773750866 -0.0010439138927235809 -0.00078976427595208734 -0.0011059696700318116 -0.0011102619679196895 0.00073538782848966251 -0.00086347573339178062 0.0012192913660669462 -0.0012194592100302866 -0.00122123754800378 -0.0012194427890066736 -0.00099450695690116815 -0.00058241363596422751 -0.0012192371418538934 0.00074235116110961332 -0.0012197441630311808 -0.0011875195898920865 0.00074910417272464058 -0.00076560210936283942 0.00062157207786510329 -0.0008333813501255991 -0.0011294518471083727 -0.0010766161872759234 -0.0012039129243179843 -0.0010998343434349069 0.00041205681657775013 0.00035794255526099152
leaf_weight=0.0027537088054288006 0.0011240884487051517 0.0056737311305319329 0.0081990205134445659 0.0065484480736586193 0.0075354126244544517 0.0045306564088605228 0.0032316639269254202 0.0029542774598212409 0.018501857927610388 0.0048321434854408088 0.004780000381707338 0.003529584969570009 0.0023227476121263626 0.0066714787532387021 0.0032750876485110316 0.0079971486186138918 0.0030757161767382959 0.012543600714934655 0.0047903209201933796 0.0041656974169725905 0.0023532857012469321 0.0041204299031960536 0.022488392654707923 0.0033229611340459533 0.0026436860704279743 0.0041103246471152479 0.00276644652879554 0.0029656053549160779 0.032763203652635298 0.070338735723495915
leaf_count=41 4 443 151 51 551 13 18 19 260 201 119 60 23 328 175 30 179 89 68 83 3 20 145 30 58 50 42 47 266 343
internal_value=0 9.01754e-06 3.54364e-05 -0.000480551 -0.000750111 1.45812e-05 7.87708e-05 9.56883e-05 0.000118697 0.000135375 7.96414e-05 5.16199e-05 7.51241e-05 -0.000793253 9.95025e-05 0.0001162 0.00013636 0.000169692 0.000194914 0.000151129 -0.000571155 0.000185599 0.000212525 0.000137784 -0.000110289 -1.11182e-05 9.53391e-05 0.000189008 0.000296959 0.000304201
internal_weight=0 0.257484 0.248825 0.0192781 0.0086595 0.0110791 0.229547 0.226315 0.220641 0.217687 0.199185 0.194405 0.190876 0.00942519 0.186043 0.183721 0.180446 0.172448 0.169373 0.156829 0.00714361 0.149685 0.145565 0.123077 0.049415 0.0452493 0.0411389 0.0383725 0.0354069 0.0736617
internal_count=3910 3541 2986 215 555 64 2771 2753 2310 2291 2031 1912 1852 369 1651 1628 1453 1423 1244 1155 71 1084 1064 919 546 463 413 371 324 373
is_linear=0
shrinkage=0.00121906


Tree=830
num_leaves=31
num_cat=0
split_feature=2 131 375 376 50 4 43 0 12 52 16 133 52 403 453 1348 14 484 484 457 2 160 42 42 104 1375 483 1 0 12
split_gain=0.000806754 0.000883802 0.000840295 0.000965699 0.000971724 0.000941506 0.00238203 0.00138347 0.00142284 0.00121959 0.00130849 0.00107597 0.00107225 0.00102238 0.000988734 0.000965524 0.00173209 0.00104151 0.00142115 0.00146845 0.00186111 0.00130709 0.00147012 0.00183894 0.00115737 0.0011651 0.00114366 0.00111327 0.00216702 0.00175794
threshold=0.16971500000000003 0.12070000000000002 0.087245000000000017 0.088415000000000007 0.14262000000000002 -0.49837999999999999 -0.52334499999999984 -0.017269999999999997 0.084100000000000022 -0.088779999999999984 -0.23935499999999996 -0.26719999999999994 -0.42985499999999993 -0.16616499999999998 0.096095000000000014 0.090050000000000005 0.078275000000000025 0.091130000000000017 0.085515000000000022 -0.0034949999999999994 0.11578500000000001 -0.082384999999999986 -1.0000000180025095e-35 -0.089024999999999979 1.0000000180025095e-35 -0.43271999999999994 -0.086419999999999983 0.076710000000000014 -0.11756999999999999 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 5 6 -1 11 -9 -10 -11 -7 -13 -14 15 16 17 18 19 20 -15 -21 23 -23 25 -24 -27 28 -28 -30
right_child=-2 -3 -4 -5 -6 7 -8 8 9 10 -12 12 13 14 -16 -17 -18 -19 -20 21 -22 22 24 -25 -26 26 27 -29 29 -31
leaf_value=0.003297825572741343 0.0030201820204392472 -0.0036962218551604142 -0.0033190095938957489 0.0024368321872850823 -0.0037378623209735192 -0.0037897687423032707 -0.0037060178916077328 0.0030409161046937262 0.003032768298122589 0.0017952598804819907 -0.0022020925434041798 -0.0032979645599161417 -0.0040177391725179229 -0.0035634657430141793 -0.003184804070096749 0.0040446720539342399 -0.0037598262558383028 -0.002178566127150595 0.0027049277047654888 -0.0018652980535089389 0.0024584337057659248 0.00033118709791190258 -0.0015329559247419487 -0.0036050903714601925 -0.0026883136339729825 -0.002602322204570661 -0.0040443961890241397 0.0017042499875215302 -0.0035365422488821139 0.0014039640404363318
leaf_weight=0.0010711916875152383 0.0014018117488276962 0.0010863464158470384 0.001253283630862966 0.0026161505599784354 0.0011562362966261999 0.0012865669245849523 0.0030683303119491958 0.0048493988365381213 0.0019131865424810712 0.0021467286331642299 0.0035584683940523831 0.0016369589627513994 0.0010161423950307827 0.0034042889220851072 0.0014983349892645484 0.0010177033862532872 0.0018721629721891722 0.0029265241017155654 0.003747821978983267 0.0041727416233860995 0.0011137030432166739 0.0054949486208508702 0.0030071667129369919 0.0030001771423042722 0.0015247651317622504 0.0013369606609452403 0.0016671168761206454 0.025386893972453528 0.0013202504964660031 0.010900438566552761
leaf_count=5 96 99 33 62 44 212 162 130 43 28 33 231 272 168 29 30 84 175 98 296 13 235 17 277 32 96 24 524 33 329
internal_value=0 -6.88274e-05 -2.90091e-05 1.31897e-05 -5.34867e-05 -8.13806e-06 -0.00189362 7.87778e-05 0.00132876 0.00023891 -0.000697985 -0.000122751 -6.07104e-05 1.05083e-05 6.6281e-05 0.000134037 7.78843e-05 0.000182006 0.000286555 0.00014114 -0.00207904 0.000314648 0.000484234 -0.00105897 0.000774633 0.000895686 0.00107552 0.00120072 0.000280262 0.000870221
internal_weight=0 0.100051 0.0989646 0.0977114 0.0950952 0.093939 0.00413952 0.0897994 0.0124678 0.00761838 0.0057052 0.0773317 0.0760451 0.0744081 0.073392 0.0718937 0.070876 0.0690038 0.0660773 0.0623295 0.00451799 0.0578115 0.0536387 0.00849513 0.0451436 0.0436188 0.0406117 0.0392747 0.0138878 0.0122207
internal_count=3910 3814 3715 3682 3620 3576 167 3409 234 104 61 3175 2963 2732 2460 2431 2401 2317 2142 2044 181 1863 1567 512 1055 1023 1006 910 386 362
is_linear=0
shrinkage=0.00404364


Tree=831
num_leaves=31
num_cat=0
split_feature=1 0 1429 4 39 51 42 42 2 474 4 52 159 52 44 43 150 3 160 12 13 160 1373 15 4 48 51 50 2 4
split_gain=0.00249964 0.00307746 0.0032592 0.00292519 0.00269625 0.00339462 0.00255729 0.00290104 0.00266708 0.00282424 0.00253569 0.00248756 0.00245683 0.00238258 0.00228118 0.00222779 0.00218986 0.00257085 0.00274092 0.00286722 0.00218805 0.00218511 0.00223834 0.00215027 0.00384571 0.0022506 0.00355337 0.00249696 0.00337561 0.0023709
threshold=0.087545000000000026 -0.084074999999999997 0.084920000000000009 -0.0031049999999999997 0.005105000000000001 -0.40274499999999996 0.091955000000000023 -0.090359999999999982 0.08400500000000001 0.086675000000000016 -0.15333499999999997 0.048695000000000009 -0.034019999999999988 -0.42985499999999993 0.086480000000000015 -0.24333999999999997 0.085200000000000012 -0.080884999999999985 0.085065000000000016 0.086935000000000012 -0.5337599999999999 -0.40446999999999994 0.09586500000000002 0.090505000000000016 0.05309500000000001 0.11930500000000001 0.13474500000000003 0.11772500000000001 0.11542500000000001 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 7 -3 -9 12 -1 16 -10 -2 -7 -8 17 -5 19 -19 -14 -15 23 25 -25 27 -27 28 29 -23
right_child=4 6 -4 11 5 14 15 8 9 -11 -12 -13 20 21 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00067234887273503346 -0.0012435560737604583 -0.00093232258806797601 0.00075116866956379045 -0.001243738096793057 -0.0012438486296656225 0.00080446318291832128 0.00012309634051830488 -0.0012376261690833464 -0.0012436264184845453 -0.0010847253548909295 -0.0012097759156845737 -0.0012439433557777226 -0.0007154867591897602 -0.0012435806086897726 -0.00078291368375454256 -0.0012439704866313351 0.00058083701131797928 0.00071264917619175941 -0.0012437072013450467 -0.00084201155599336022 0.00049847910233609351 -0.0011596183118556468 -0.0012438106660514897 -0.00099625261600246734 0.00054512667206821407 -0.00085575374416467802 0.00065669951729741645 -0.0010681346135124272 0.00097996890719114459 0.00022830531511274554
leaf_weight=0.0012260421431449222 0.0022692137116138147 0.0036815316060199157 0.0032837268424898971 0.0037827430815795511 0.0015543307008556431 0.016623998195065326 0.0032432100080086457 0.0018642555621148907 0.0014243838195255867 0.0022110844107814378 0.011375391754246069 0.0035606405614263528 0.0024546132190152994 0.0019906214863993901 0.0015284521523426511 0.0042693018695345577 0.0051755717991284192 0.0062848502559660381 0.0023802628179510074 0.002590061833295465 0.035435854755945684 0.0019691971379529596 0.0019544063068224196 0.0067250303927508526 0.0039861380726620155 0.0072771365356061324 0.0035849210207743454 0.0021487261119688119 0.0095204031906277464 0.056587819389427807
leaf_count=28 164 213 65 94 10 347 19 32 61 72 698 153 4 78 11 281 26 37 39 54 416 24 22 215 15 49 16 36 164 467
internal_value=0 -0.000171621 -0.000435228 -0.000542328 0.000100113 0.00051979 1.99084e-05 0.00012743 0.000217347 0.000282666 -0.00102666 -0.00028561 0.000359569 1.5732e-05 0.000670805 -0.000653797 -0.000116798 -0.000356902 -5.88457e-05 0.000258936 0.000419836 4.55781e-05 7.295e-05 0.000100984 -0.000422632 0.00017015 -0.000356583 0.000251621 0.000293276 0.000181631
internal_weight=0 0.0942435 0.0396593 0.0363756 0.11772 0.0197068 0.0545842 0.0470717 0.0433902 0.0415259 0.0126014 0.0237741 0.0393149 0.0980136 0.0181525 0.00751251 0.0202135 0.0150379 0.0112552 0.00887491 0.0378905 0.0957444 0.0937538 0.0917994 0.0107112 0.0810882 0.0108621 0.0702261 0.0680774 0.058557
internal_count=3910 2292 1194 1129 1618 368 1098 798 585 553 726 403 481 1250 358 300 250 224 130 91 420 1086 1008 986 230 756 65 691 655 491
is_linear=0
shrinkage=0.00124344


Tree=832
num_leaves=31
num_cat=0
split_feature=1213 403 1456 151 11 48 16 1 0 48 43 42 13 43 4 0 49 42 131 43 42 52 34 15 15 16 0 48 2 151
split_gain=0.000800892 0.000961883 0.000807203 0.00104522 0.000828612 0.00104744 0.00183807 0.00100286 0.00142847 0.00127749 0.00126697 0.00168844 0.00155763 0.00149933 0.00145415 0.00188167 0.00166714 0.00174368 0.00127086 0.00111593 0.00110163 0.00173027 0.0010319 0.00101134 0.0017537 0.0020389 0.00141739 0.00135365 0.00131169 0.00126971
threshold=-1.0000000180025095e-35 -0.088229999999999989 -1.0000000180025095e-35 -0.035524999999999994 0.088160000000000002 0.081315000000000012 -0.19424999999999998 0.10386500000000001 -0.017269999999999997 -0.088799999999999976 -0.15648499999999999 0.091955000000000023 0.17936000000000002 -0.52334499999999984 -0.51381999999999983 0.047345000000000005 -0.085974999999999982 0.086375000000000021 0.08956500000000002 -0.27619499999999997 0.091485000000000025 -0.15422999999999998 -1.0000000180025095e-35 -0.095799999999999982 0.084050000000000014 -0.088144999999999987 -0.084304999999999977 0.091395000000000018 0.091025000000000009 -0.084019999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 12 14 -4 -14 -12 16 17 -16 20 -11 21 -18 -23 27 29 26 -26 28 -24 -25
right_child=2 -3 4 -5 5 -7 -8 8 -10 19 11 -13 13 -15 15 -17 18 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00057386772232619944 0.00086521786625825832 -0.0038868541661188924 0.0028893533193581722 -0.0038869523008101038 0.0038845166763047598 -0.0037170311880700183 -0.0025522716509504433 -0.0030921131856085937 0.0037993448276845997 -0.0028500620671171898 -0.0038323754070782412 -0.0028411006420979643 0.0023336264216877603 -0.0033831829993173999 -0.0034529263109632918 0.0018325199379265968 -0.0038871211806954563 0.0019316773676605913 -0.0038869638683620583 0.00089848099007717303 0.003657142774139335 -0.0036083264155802883 -0.00147317176818865 -0.0014853789031265105 -0.0025203588468738201 -0.0038873310059896792 0.0024789966411116206 -0.0036653050291825078 0.0023500105902084564 0.0019326299640714955
leaf_weight=0.0012630113289091582 0.0011678281415772318 0.0017310459814183768 0.0043197428063308499 0.001742056927929391 0.0011170286074957403 0.0019017429207224268 0.0016750823154367813 0.0013998890981099512 0.0021713569595611651 0.0012601753651324534 0.001548267514408507 0.0037327465195517986 0.0012520533849631477 0.0015520507559294572 0.0043356705432397993 0.0071348634161125793 0.0016489578770446647 0.0011492588304804485 0.0012331245982934993 0.024979645568963704 0.0012867339703497285 0.0010350495246740357 0.0033075285869026338 0.0018791823204029603 0.0013038266543388133 0.0022752763854683158 0.0024977290257552909 0.0019507656595960654 0.0022970043177483745 0.012992264627340608
leaf_count=106 40 486 66 292 29 35 82 24 150 13 39 406 24 71 75 96 128 31 155 562 12 43 71 131 67 238 26 65 53 294
internal_value=0 -0.00200515 3.60635e-05 -0.00197976 9.89764e-05 -0.00149237 2.28684e-05 0.000183337 0.00076392 0.000525459 -0.000111354 -0.000323441 0.0014251 -0.000830585 -0.000127145 -3.31543e-06 -0.000337524 -0.00232469 -1.41696e-05 0.000718456 0.000132889 -1.25139e-05 0.000203781 0.00034221 0.000781875 -0.000977319 0.000764358 -0.000876832 9.37503e-05 0.00150072
internal_weight=0 0.00299406 0.0961469 0.00290989 0.093237 0.00469385 0.00279211 0.0885432 0.0298111 0.0276397 0.0587321 0.0516083 0.00712385 0.0028041 0.0478755 0.0463272 0.0391924 0.00548493 0.0337074 0.0262398 0.0324743 0.0311876 0.0295386 0.0285036 0.0209483 0.00607683 0.00380156 0.0075553 0.00560453 0.0148714
internal_count=3910 592 3318 332 2986 146 111 2840 749 599 2091 1930 161 95 1524 1485 1389 106 1283 575 1128 1116 988 945 756 331 93 189 124 425
is_linear=0
shrinkage=0.00388662


Tree=833
num_leaves=31
num_cat=0
split_feature=9 2 123 160 484 41 4 15 159 15 15 128 48 0 51 1 148 42 52 42 474 2 0 151 457 150 133 15 16 43
split_gain=0.000791494 0.000768295 0.00109186 0.00109603 0.00103841 0.00099999 0.00122881 0.001253 0.00115085 0.00100787 0.00187909 0.00189563 0.000955472 0.00180286 0.00114545 0.00174652 0.00139373 0.00112591 0.00132753 0.00145321 0.0010592 0.000974178 0.00110505 0.000890217 0.000887229 0.00290788 0.000919952 0.00145471 0.00196301 0.0017013
threshold=-0.016839999999999997 0.097940000000000013 0.083905000000000021 0.31473500000000004 -0.0043499999999999988 0.080335000000000018 0.27608500000000008 -0.11739999999999999 0.10276500000000001 -0.106555 -0.095799999999999982 0.086435000000000012 0.12649500000000002 -0.15137999999999999 0.12664500000000004 0.10420500000000001 -0.079234999999999986 -1.0000000180025095e-35 0.11401500000000002 0.091955000000000023 -1.0000000180025095e-35 0.10457000000000001 -0.035699999999999989 -0.051109999999999996 0.088020000000000001 0.086025000000000018 0.086975000000000011 0.079360000000000014 -0.083564999999999987 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 12 -2 6 7 -6 9 -9 23 24 14 -14 15 17 -17 -3 19 21 -18 -19 -23 -11 25 26 27 -12 29 -29
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 13 -15 -16 16 20 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0026578596235523918 -0.0025650221556390278 -0.0028269351348241211 0.0019963027559116281 0.0029669325964154802 -0.0021120459477911306 -0.0020754340005334744 0.0031484149957902636 0.0017874418513480327 -0.0031889757558410891 0.00025706407103233978 0.0011560640097398197 -0.0031889984736015093 -0.0031895027789658405 0.00052179184114438208 -0.0023952605838884551 -0.0021566114704934555 -0.0012931880986431638 0.0020286901151338019 -0.0020590054380776198 -0.0017035631604959336 0.0021687870344057033 -0.0018358848304740425 0.0015183668797371954 -0.0031891821586398418 0.0016571504452463112 -0.0029802975106092205 -0.001076289718093723 0.0016541226412590769 -0.0023816797728900426 -0.0018582929459382254
leaf_weight=0.0011077174422382532 0.0019651559534616938 0.0015709231012195355 0.0034985262087054983 0.0013269414525920445 0.0031984964826554654 0.0027616618922703387 0.0011529295378132067 0.0030895739296088456 0.0011586416786000244 0.0010532356966450607 0.016825033413137902 0.0016955203836719326 0.0025107532496946305 0.0028308787603954491 0.0015678495231306036 0.0010014157180933134 0.0010056638132027737 0.0049360057993599327 0.0025484366820078827 0.0024215944269787579 0.0084229159321296265 0.0019163898834015916 0.0020845017215478387 0.0027554574078818552 0.0041017522948436627 0.0028744890649612378 0.0038893099540664436 0.0047323292152157033 0.0033235817269929961 0.0019919547850166808
leaf_count=121 472 173 169 41 132 92 64 22 90 17 288 167 30 61 61 22 27 71 79 111 244 38 43 53 54 128 392 228 317 103
internal_value=0 -5.30664e-05 0.000299897 0.000126078 -0.000287939 -0.000205989 -0.000106402 -0.000180433 -5.03397e-05 2.8149e-05 -9.75479e-05 0.000109009 1.12109e-05 -0.00122265 0.000251089 0.000411236 0.00141969 -0.000268325 2.06954e-05 0.000487305 0.00179953 0.00108096 -8.82885e-05 -0.00223618 0.000257183 8.64671e-05 0.000373032 0.000582793 -0.000377144 0.000613629
internal_weight=0 0.0942119 0.0376428 0.0341443 0.0565691 0.054604 0.0518423 0.0506894 0.0474909 0.0463322 0.0432427 0.039434 0.0328173 0.00534163 0.0274757 0.0259078 0.01043 0.0154779 0.0139069 0.0113585 0.00942858 0.0089369 0.00400089 0.00380869 0.0377385 0.0336367 0.0307622 0.0268729 0.0100479 0.00672428
internal_count=3910 3789 1170 1001 2619 2147 2055 1991 1859 1769 1747 1677 960 91 869 808 293 515 342 263 271 152 81 70 1510 1456 1328 936 648 331
is_linear=0
shrinkage=0.00318838


Tree=834
num_leaves=31
num_cat=0
split_feature=52 133 42 39 156 160 474 133 150 1373 4 47 148 9 158 44 49 1 1213 151 42 15 15 49 0 2 151 4 16 43
split_gain=0.00318813 0.00398585 0.0030571 0.00480827 0.00437486 0.0037036 0.00452915 0.00709763 0.00406459 0.00415792 0.00391883 0.00427328 0.00366804 0.00385778 0.0039362 0.00361159 0.00353962 0.00347336 0.0034726 0.00323716 0.00315199 0.00304863 0.00290977 0.00402112 0.00385599 0.00356559 0.00504912 0.00300963 0.0028383 0.00280307
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.085220000000000004 0.013700000000000002 -1.0000000180025095e-35 0.084655000000000022 -0.0010099999999999998 -1.0000000180025095e-35 0.10700000000000003 0.22584000000000001 0.10976000000000001 1.0000000180025095e-35 0.083710000000000021 0.087355000000000016 0.086480000000000015 0.024250000000000004 0.085835000000000009 -1.0000000180025095e-35 -0.15010999999999997 -0.082904999999999993 -0.095799999999999982 0.091600000000000015 -0.12164499999999999 -0.11524 0.089910000000000004 -0.0060399999999999994 -0.51381999999999983 0.26364000000000004 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 -2 4 5 20 6 7 -4 -7 10 12 17 13 14 18 28 -8 -12 -10 -9 29 -20 23 -23 -24 -26 -27 -25 -5 -3
right_child=1 2 3 15 -6 8 16 19 9 -11 11 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 22 24 27 25 26 -28 -29 -30 -31
leaf_value=-0.0012526761245838418 -0.0012921882575178153 -0.00049013784853863202 0.00090844041556092947 0.0013656453986593412 0.00096530343770358403 -0.00088811803199183173 0.00053236220865221853 0.0006238409158320639 -0.0015158733585178856 -0.0015164758631215844 -0.0003432595553324262 -0.00041899328426904157 -0.0015165294677272454 -0.0014284790876168592 -0.0015162760170200054 -0.0010629690908097059 -0.0015160758029677949 0.0013227687122116403 -0.0004029593816467236 -0.0012067115347945392 -0.0013106389046968435 -0.00098879181990816712 -0.0015167370924907603 -0.00051560387181891828 -0.0015161857671931777 -0.0015167348231092726 0.001237736119668417 0.00070475435812059788 -0.0011464626394111922 0.00079312592266753059
leaf_weight=0.0048528014523547816 0.0054784298962751157 0.024647539886768044 0.0052516449127555367 0.012761371531084365 0.0051088268317904797 0.0083199474531028272 0.01528322766151291 0.0024590920605476177 0.0024622031194638785 0.0031631974154606715 0.0034112185414869592 0.0056500691898690994 0.0030786017377977251 0.0033971954644584903 0.0029407756999191284 0.0019057638155572923 0.0022195116651531057 0.018290352156057565 0.01221794286529132 0.022779791070792754 0.0090339235684702146 0.0037870052756261421 0.0038160933635822411 0.0050086815153917988 0.0021411452426036712 0.0019382980808586598 0.0072398002833082824 0.063585282915699537 0.0011243691974698331 0.0046482419699458424
leaf_count=275 229 441 118 299 69 86 165 63 229 16 20 14 12 45 92 9 54 150 64 553 330 13 19 13 56 7 84 344 11 30
internal_value=0 -1.2832e-05 1.43688e-05 8.87125e-05 -0.000352284 2.46543e-05 -0.000341975 -0.000694765 0.00014161 0.000201889 0.000241003 0.000755188 0.000114998 0.000161277 0.000212645 0.000893689 0.000272601 0.00106089 0.000262396 -0.00102836 -0.0005279 0.000306297 0.000405315 0.0005317 -0.000199091 0.000245132 0.000656027 0.000615645 0.00116223 -0.000286528
internal_weight=0 0.26315 0.257671 0.214233 0.0434385 0.198441 0.0479933 0.0304905 0.150448 0.142128 0.138965 0.0273516 0.111613 0.108534 0.105137 0.0157915 0.0175027 0.0217016 0.102196 0.0252389 0.0383297 0.0997342 0.0875163 0.072381 0.0151353 0.0113192 0.0091781 0.068594 0.0138857 0.0292958
internal_count=3910 3635 3406 2536 870 2217 953 734 1264 1178 1162 184 978 966 921 319 219 170 829 616 801 600 536 370 166 147 91 357 310 471
is_linear=0
shrinkage=0.00151575


Tree=835
num_leaves=31
num_cat=0
split_feature=2 1375 403 1 4 44 48 3 0 52 13 0 2 0 14 14 0 484 0 3 13 14 133 12 123 42 159 160 15 4
split_gain=0.00242639 0.00294627 0.00295658 0.0029368 0.00349725 0.00358883 0.00328174 0.00322281 0.0030785 0.00309592 0.00399404 0.00310248 0.00286824 0.00257643 0.00255134 0.0023684 0.00232646 0.00225019 0.00275395 0.00259198 0.00224027 0.00313902 0.00219006 0.00421798 0.00302774 0.00296357 0.00197648 0.00196928 0.00311237 0.0046516
threshold=0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083370000000000014 -0.14963999999999997 0.088980000000000017 0.12738500000000003 0.24227500000000002 -0.11756999999999999 0.11401500000000002 -0.091849999999999987 -0.070894999999999986 0.090050000000000005 -0.15137999999999999 -0.074139999999999984 0.088250000000000009 -0.017269999999999997 -0.0043499999999999988 -0.13027499999999997 0.086245000000000016 -1.0000000180025095e-35 -0.46637499999999993 0.08653000000000001 0.098845000000000016 0.091600000000000001 -1.0000000180025095e-35 0.10407500000000001 -1.0000000180025095e-35 -0.11739999999999999 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 15 14 -2 10 -10 12 -12 -8 -5 20 17 -4 19 -19 -6 -22 23 25 -24 -13 -18 -20 -29 -30
right_child=3 2 16 4 5 -7 13 -9 9 -11 11 22 -14 -15 -16 -17 26 18 27 -21 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0011576945470152893 -0.0012436837632963924 -0.00099913413930094084 -0.0012427089727269618 0.00089096177300380204 0.0010871836396999966 -0.0011437572709828521 -0.00076185175843169063 0.0012436896012438851 0.00055459831676366435 -0.00094559359519795613 0.00068941472862664487 -0.00047103758711370867 -0.0012437451742628716 0.00070230717137652115 -0.0010195476699154081 -0.00036890241897323555 0.00082546464485780846 -0.00027796640417324391 -0.00080451561640748832 0.00093589615920839156 -0.00070505083410506337 0.00061739233735971029 -0.0010904037615911692 -0.0012441324087068544 0.0012441134986633765 0.0010261647083626233 -0.00095020134933652674 -0.0011326309282774128 -0.00015865365760610854 0.0012444987713904564
leaf_weight=0.0046801936031926053 0.0036557273115676017 0.005773615638430484 0.0027963010904743504 0.0012753556184179624 0.013274242123259228 0.002293195794663915 0.0055311694587203419 0.0015139359311433518 0.015548646363747309 0.00539626171993035 0.0014524781259357411 0.0027508647629019842 0.0064846018261714988 0.0027983056115772342 0.0070823000308024566 0.0037121134571691519 0.0066625086248279777 0.0045237377452735927 0.0077073789046879773 0.0068207416540673194 0.0031422199181179158 0.023758789227827037 0.0043122371608568235 0.0022133110578650425 0.0010726246400736272 0.0079563482428568477 0.0011342190929966023 0.0042602297961202842 0.035428276033176331 0.0040729085673092405
leaf_count=110 65 666 270 4 264 23 33 17 59 251 12 32 355 37 162 21 112 51 252 38 20 183 125 58 2 41 36 74 519 18
internal_value=0 -0.000199045 -0.000142381 7.89742e-05 0.000255385 0.000378713 0.000445575 -0.000425624 -0.000144411 -5.92479e-05 5.52012e-05 -0.000240691 -0.000889979 -0.000269964 -0.000728009 0.000581379 -7.49945e-05 -0.000151304 -0.000102717 0.000451855 0.000669183 0.000462922 4.08349e-05 0.000318494 -0.000625385 0.000641508 0.000567152 -0.000224953 -0.000122879 -1.39767e-05
internal_weight=0 0.0838601 0.0791799 0.115225 0.0643816 0.05451 0.0522168 0.00987159 0.0508431 0.0471874 0.0417911 0.0262425 0.00793708 0.00832948 0.00835766 0.0438874 0.0734063 0.0656096 0.0628133 0.0113445 0.0401753 0.026901 0.0183054 0.0129205 0.00538486 0.0107072 0.00779673 0.0514688 0.0437614 0.0395012
internal_count=3910 2146 2036 1764 764 581 558 183 1000 935 684 625 367 70 166 488 1370 1222 952 89 467 203 258 131 127 73 148 863 611 537
is_linear=0
shrinkage=0.00124344


Tree=836
num_leaves=31
num_cat=0
split_feature=1 0 133 52 52 3 160 1 49 4 43 42 52 2 1 2 16 132 40 13 42 47 50 15 52 52 1 49 49 1
split_gain=0.000749957 0.00108677 0.00126523 0.00146599 0.00168235 0.00100002 0.00125169 0.0012253 0.0010337 0.000985369 0.00227917 0.00177642 0.0011944 0.000965746 0.000933929 0.000914241 0.000960981 0.00131472 0.00117243 0.00124115 0.000911234 0.00107084 0.00132586 0.00164322 0.00107232 0.00131394 0.00104824 0.00116487 0.00138375 0.0011539
threshold=0.087545000000000026 -0.070894999999999986 -0.090054999999999982 -0.11051499999999999 0.086950000000000013 -0.089974999999999986 -0.082969999999999988 0.079945000000000016 -0.080639999999999976 -0.49837999999999999 -0.52334499999999984 0.09901500000000002 0.11401500000000002 0.085255000000000011 0.076710000000000014 0.14808000000000002 0.050115000000000007 0.079995000000000011 0.053870000000000008 -0.060719999999999989 -0.10770999999999999 0.081320000000000017 0.11515000000000002 -0.098459999999999978 0.098910000000000012 1.0000000180025095e-35 0.09692000000000002 -0.045004999999999996 -1.0000000180025095e-35 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 -1 -4 5 14 -7 13 -9 10 -3 12 -11 -8 -5 16 17 20 19 -18 -2 22 23 -22 25 26 29 -28 -29 -25
right_child=15 9 3 4 -6 6 7 8 -10 11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0034515320890018209 -0.0027140121748611915 0.0022636082438501634 -0.0034515458282424771 -0.0027170474052069988 -0.0027242370806567461 -0.0019746241804007134 0.0030406962434283607 0.0014774874135900778 -0.0029944270733852987 0.0015433678414662755 -0.002775634594255178 -0.00345223996846421 -0.0019850381958962534 0.0006959010841700588 0.001037623596280195 0.0024604640748932061 0.00058870421089191971 0.0025789269256722238 0.0021900030863233155 -0.0020652302111554481 0.0028815328059717737 -0.00049758541136005544 -0.0030621520731730304 0.0012601769174091222 -0.0018906339486063598 0.0034474530704542931 0.0026381012702779267 -0.003280893173265059 0.0017148022610661876 -0.0015542659973996576
leaf_weight=0.0020304282366925266 0.0012162617670767864 0.001620290009668679 0.0019651514478118406 0.0024831615028153521 0.0029803579500464741 0.0020489588669647648 0.0032830269637309575 0.00104246694536414 0.0015037913250015586 0.010570980709564637 0.0031420877165828634 0.0010847507038693758 0.001281206128330937 0.0057677374353453104 0.0011565868987304384 0.0021362879790185465 0.0031345971255412062 0.0030572537305779681 0.0014047355381734414 0.0063521727903150796 0.0042056337616207485 0.012326035580782602 0.0010317977199454367 0.0028044959835638074 0.0020103223349714474 0.0019379637208807301 0.0038509738241785385 0.001108701495780906 0.0016332564520631365 0.004550323255189781
leaf_count=353 25 8 216 133 502 166 108 4 69 187 77 112 40 282 35 140 150 91 17 235 168 216 72 75 52 28 122 15 36 176
internal_value=0 -0.000369291 -0.00084368 -0.000605499 -0.000329525 8.33642e-05 0.000512076 0.000951425 -0.00116357 0.000280986 -0.00106115 0.000775056 0.00116195 0.00154644 -0.00152394 0.000248918 0.000155594 0.000404546 -0.000752602 -0.00118832 0.000223292 0.000324041 0.000761822 0.000940341 0.000484154 0.000784682 0.000414704 0.00141401 -0.00030519 -0.000481079
internal_weight=0 0.041961 0.0242617 0.0222312 0.0202661 0.0172857 0.013646 0.011597 0.00254626 0.0176993 0.00476238 0.0129369 0.0118522 0.00905076 0.00363975 0.0527608 0.0506245 0.039733 0.0108915 0.00948677 0.0366758 0.0354595 0.0231335 0.0221017 0.017896 0.0158857 0.0139478 0.00659293 0.00274196 0.00735482
internal_count=3910 2292 1868 1515 1299 797 629 463 73 424 85 339 227 390 168 1618 1478 1076 402 385 985 960 744 672 504 452 424 173 51 251
is_linear=0
shrinkage=0.00345121


Tree=837
num_leaves=31
num_cat=0
split_feature=31 1213 4 1212 1348 14 484 1 11 3 51 3 0 3 2 15 13 12 43 160 42 3 42 15 42 52 3 3 38 42
split_gain=0.00280818 0.0023092 0.00253349 0.00256592 0.00222206 0.00263212 0.00236547 0.00252837 0.00272003 0.00264878 0.00374299 0.00255837 0.00370394 0.0059504 0.00372189 0.00363953 0.0026862 0.00368152 0.00272712 0.00345131 0.00273234 0.00320511 0.00350753 0.00374325 0.00464472 0.00266508 0.00248127 0.00373479 0.00236082 0.00290806
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51224500000000017 -0.50114499999999984 0.090050000000000005 0.078275000000000025 -0.0043499999999999988 0.12811000000000003 0.088315000000000018 -0.073984999999999981 -0.40274499999999996 -0.12008499999999998 -0.13027499999999997 0.045635000000000002 0.083945000000000006 -1.0000000180025095e-35 -0.10023999999999998 0.085665000000000005 -0.062599999999999989 -0.059339999999999997 -0.10770999999999999 -0.078669999999999976 -0.09547499999999999 0.041585000000000004 0.08401500000000002 0.090640000000000012 0.11265500000000002 0.16699000000000003 -0.073614999999999986 -0.082904999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -9 -11 15 13 -13 -15 -8 17 -14 19 -18 -21 22 -22 -24 -25 -19 -12 -28 -20 -30
right_child=1 2 -4 4 -6 -7 7 9 -10 10 26 12 16 14 -16 -17 18 25 28 20 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.00091605884116479112 -0.00083571782534065284 0.0011737438225279163 0.00091921425298874954 -0.00077353718240185689 0.00090475926699172559 -0.001048962226616583 0.00087354687292103374 0.0011449584364738535 -0.00088841670837271406 -0.0011722639593261153 0.001167683627774418 0.00094555696256266831 -0.00074010425703754761 0.00076007702902064034 -0.00032952561688029928 -0.00014907562818012649 -0.0010540274955178407 0.00082959749520337793 0.000411998817087325 -0.0011268189887653872 0.00094423947735340315 0.00037804395900111805 -0.00090742389219830447 -0.0011719265587075475 0.00071882292991178173 -0.00021039924785004767 -0.00062077968600775431 0.00087466516903441846 -0.00016564007703195812 -0.0011469393730371604
leaf_weight=0.0028065011114470897 0.0092809025924367461 0.0017178013222292057 0.0025623588580145898 0.011387442261611369 0.0022107563330280291 0.0058826380388055091 0.0063997161395690219 0.0032476782304229337 0.0091922770400003628 0.0030960054637034747 0.0031432034345186847 0.0072682922017293086 0.0070700251099395919 0.0048700207166803003 0.037035341476553185 0.018858467984102845 0.0083029520324693351 0.0066830767157171067 0.0019293961668154216 0.0041213544274043548 0.0025051656581354101 0.01187513151636211 0.013169007550462901 0.0026437392441778229 0.0054838525425680018 0.0068508225743997286 0.0058206977114423353 0.0037830476326945472 0.0052929639151102484 0.019137104189200116
leaf_count=113 592 1 129 550 48 103 63 26 92 13 50 94 44 12 170 86 346 22 12 49 19 114 195 80 25 21 23 62 109 647
internal_value=0 -0.00026312 -0.000239133 -0.000252687 -0.000263965 -0.00027598 -0.000254241 -0.000224341 -0.000267644 0.000180974 -1.66345e-05 -0.000233978 -0.000294218 -3.31462e-05 -0.000202898 0.000110028 -0.000429262 -5.48294e-05 -0.000532871 -0.000366872 -0.000223513 -0.000119165 -0.000367231 -0.000521502 0.000103801 0.000303154 0.000264047 -3.17034e-05 -0.000835788 -0.000934333
internal_weight=0 0.230821 0.22154 0.218978 0.21726 0.215049 0.209167 0.197779 0.178689 0.0190906 0.015843 0.169496 0.144238 0.0491737 0.0419054 0.0252582 0.0950646 0.0206039 0.0744607 0.0481012 0.0397983 0.0356769 0.0238018 0.0212966 0.00812759 0.0135339 0.0127469 0.00960375 0.0263595 0.0244301
internal_count=3910 3797 3205 3076 3075 3027 2924 2374 2200 174 148 2108 1959 276 182 149 1683 87 1596 828 482 433 319 300 105 43 135 85 768 756
is_linear=0
shrinkage=0.00117172


Tree=838
num_leaves=31
num_cat=0
split_feature=158 1429 1 159 0 133 12 12 151 48 475 403 131 1348 52 16 160 16 1 42 3 13 3 4 151 42 42 43 52 3
split_gain=0.000767481 0.000730386 0.000833151 0.00167956 0.00141247 0.00106633 0.00107738 0.00117528 0.00102373 0.00212648 0.00129355 0.00109618 0.00119083 0.00104297 0.00121668 0.000890311 0.00132366 0.0013383 0.00103583 0.000919727 0.0010273 0.0015909 0.00130208 0.00114482 0.000984984 0.00085056 0.000887365 0.00108562 0.000816682 0.00104447
threshold=0.11136500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.073745000000000019 -0.084074999999999997 0.084285000000000013 0.085185000000000025 0.086935000000000012 -0.086769999999999986 0.10990500000000002 -0.083764999999999992 -1.0000000180025095e-35 0.097135000000000013 0.090050000000000005 -0.24456499999999998 0.22945500000000005 -0.23073999999999997 0.0054700000000000009 0.13472500000000001 -0.10770999999999999 -0.10315499999999998 -0.16277999999999995 -0.08095999999999999 -0.077679999999999985 0.079335000000000017 -0.089744999999999978 0.091955000000000023 -0.24333999999999997 0.11401500000000002 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -3 -7 -8 9 -4 -10 -12 13 14 -13 16 -16 18 19 -18 21 -21 -22 -24 -25 -6 28 -28 29 -27
right_child=-2 2 3 -5 25 6 7 -9 10 -11 11 12 -14 -15 15 -17 17 -19 -20 20 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0022356989668578272 -0.0030488417810702402 -0.0029356511089411227 0.0028018568795349428 0.0022171781804854692 -0.0025476553460747572 -0.0036627148215192668 0.0021974101082303265 -0.0016897988188286626 -0.0036629248271473095 -0.0022663590589399756 -0.002968454413812288 -0.0021828679535748313 0.0024127024276276543 0.0036633460515038577 -0.0029046443719215401 0.0026791043755590737 -0.0033052340621044251 -0.0032387146113317181 0.0029110157522121058 -0.0017039656157824775 -0.0034474727655574773 0.0031078475030113955 0.0023000066401865178 -0.00040828522548117246 0.002871508690040837 0.00029011977702229257 0.00051898293570368356 -0.0036631417080924778 -0.0021097211566154209 0.0024316168517690031
leaf_weight=0.0019225082008393892 0.0011225771602354486 0.0043704696542161692 0.0044490994782933049 0.0055893209971618054 0.0015416978880593559 0.001132772962210371 0.0022112634228559358 0.0019752350460837675 0.0013130400721905735 0.0014797700721658202 0.0015826904210776141 0.0034989324274796721 0.002873751124873535 0.0010014630077819211 0.0020459068896059298 0.0016844981236303616 0.0010111003348498562 0.0015043318294658539 0.0019102231419854112 0.0012607629773171425 0.0014336455414323155 0.0034265797755370529 0.0028947608518485731 0.017314590086078531 0.0013220047480935184 0.012119784151895626 0.0017600250566545128 0.0015799921420418519 0.0013752703086922216 0.0040844728139326518
leaf_count=181 158 541 113 306 190 183 65 149 80 30 208 74 90 26 81 40 18 41 100 12 66 63 42 291 33 367 17 241 81 23
internal_value=0 -2.06984e-06 4.57774e-05 0.000309424 -0.000426528 -0.00159528 -0.000494 0.000363383 0.000104393 0.00153689 -7.99263e-05 2.51691e-05 0.000134889 -2.75042e-05 -0.000121539 7.98791e-05 -4.84295e-05 0.000133737 0.000299674 0.000125646 0.000251095 0.00181361 -6.78262e-05 0.000157204 -0.00017563 7.76715e-05 0.000271149 -0.00145937 0.000599938 0.000829909
internal_weight=0 0.09167 0.0897475 0.0575965 0.032151 0.00968974 0.00531927 0.0041865 0.0520072 0.00592887 0.0460783 0.0447652 0.0431826 0.0403088 0.0393073 0.0358084 0.0341239 0.032078 0.0305737 0.0286634 0.0276523 0.00468734 0.022965 0.0215314 0.0186366 0.0224612 0.0209195 0.00334002 0.0175795 0.0162043
internal_count=3910 3752 3571 1714 1857 938 397 214 1408 143 1265 1185 977 887 861 787 747 666 625 525 507 75 432 366 324 919 729 258 471 390
is_linear=0
shrinkage=0.00366245


Tree=839
num_leaves=31
num_cat=0
split_feature=31 2 1375 403 123 1 15 4 4 1 15 160 43 52 123 4 2 51 1374 12 12 13 13 133 151 2 132 2 2 160
split_gain=0.000791553 0.000716886 0.00156144 0.00114752 0.000958139 0.0012362 0.0014565 0.00108462 0.00119048 0.00139795 0.00134227 0.000956953 0.000911445 0.00110609 0.000896823 0.00109854 0.00126956 0.00088162 0.000789097 0.00081316 0.000819213 0.00104259 0.00170675 0.00148426 0.00142403 0.00114415 0.0010444 0.0011895 0.000937602 0.000944088
threshold=-1.0000000180025095e-35 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090655000000000013 0.13026000000000001 -0.11739999999999999 0.24280000000000004 -0.0010999999999999996 0.079945000000000016 0.091600000000000015 -0.40446999999999994 0.0033500000000000005 -0.084699999999999984 0.088610000000000008 -0.49837999999999999 0.106035 -0.40274499999999996 0.090240000000000015 -0.12394999999999999 -1.0000000180025095e-35 -0.091849999999999987 -0.076679999999999984 0.090545000000000014 -0.082314999999999985 0.096750000000000017 0.084305000000000005 0.10433000000000002 0.11230000000000001 -0.087309999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 12 -3 13 -8 15 16 -13 -7 19 -17 -21 24 -23 25 -22 -24 27 -27 -29 -30
right_child=1 11 3 4 -6 17 7 -9 9 -11 -12 14 -14 -15 -16 18 -18 -19 -20 20 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0033673509249830891 -0.0038204371856802324 -0.0033240480142700522 -0.003078934355027763 -0.0030504764669896023 -0.0039579009126637539 -0.00026332785233129966 -0.0012527868602564688 0.00249199992291379 0.00075627713344773937 -0.0034968213990133525 -0.004044187838784628 -0.0040445777005418916 -0.0024929650171244206 0.0014561900085957513 0.0026931462606473236 -0.0022487289084439162 0.0010489170564128574 0.0038774504323194022 -0.002962167270108083 0.0023308917307451001 -0.0018160832582759336 -0.0039471653513399874 0.0019747442449526854 -0.0035377543349898607 0.0020304470857311894 -0.0028637289223685364 0.0028086021859624042 0.0020199882130950706 0.0026325341524689578 -0.0010708537203046016
leaf_weight=0.00110066305103551 0.0021949230908937514 0.0012127467480853573 0.0022769331264880224 0.0027734015939948576 0.0010244411002631173 0.0013754745564256154 0.0031413256868204594 0.0026347592951694301 0.0020187081943732295 0.0033784031419550331 0.0011023472180298191 0.0020360745562157936 0.001446320883042417 0.01143780599771493 0.0024577745884180038 0.0017589154431849599 0.0013181391841072809 0.0021626026787053823 0.0011411954017361827 0.0038662968455618332 0.0018844803948923081 0.0017314331514355344 0.0060783641326311857 0.0016168622358936338 0.0095426958513407101 0.0026828836359369399 0.0018342904119208461 0.0031276013897816321 0.0013127557696535072 0.0078919423161156743
leaf_count=113 108 144 666 115 18 12 206 24 74 148 158 75 114 348 132 68 42 46 40 121 30 186 116 234 152 76 45 88 25 186
internal_value=0 -8.30535e-05 -0.000512678 -0.000303885 -0.00010944 1.58341e-05 -0.000269389 3.71758e-05 -0.000249967 -0.00190601 0.000271867 0.000225371 0.000568756 0.000872494 0.000310979 0.000188555 -0.00204294 0.00226767 0.000356869 0.000444287 0.000558235 0.000376457 -6.69765e-05 0.00020674 0.00139611 0.0004708 -7.17401e-05 -0.00042361 0.000107237 -0.000542684
internal_weight=0 0.0884619 0.0369674 0.0347725 0.0324956 0.0314711 0.0279331 0.0251597 0.0225249 0.00539711 0.0171278 0.0514945 0.0160255 0.0145791 0.0502817 0.0478239 0.00335421 0.00353808 0.0444697 0.0433285 0.0415696 0.0377033 0.0262761 0.0245447 0.0114272 0.0229278 0.0168495 0.0150152 0.0123323 0.0092047
internal_count=3910 3797 2037 1929 1263 1245 1187 1072 1048 222 826 1760 668 554 1616 1484 117 58 1367 1327 1259 1138 956 770 182 536 420 375 299 211
is_linear=0
shrinkage=0.00404364


Tree=840
num_leaves=31
num_cat=0
split_feature=31 147 1348 14 1456 11 3 1 52 15 3 49 16 157 156 124 43 43 15 2 12 0 1375 0 0 2 38 160 130 1375
split_gain=0.000691371 0.000743603 0.000934755 0.0011221 0.00095581 0.000744183 0.00103867 0.000969796 0.00131846 0.0013674 0.00111553 0.00221108 0.00133161 0.000941758 0.00125952 0.000922512 0.000880841 0.00156159 0.00106192 0.00119337 0.00154095 0.000861652 0.00131503 0.000848047 0.00168753 0.000829129 0.000824778 0.00104516 0.0010757 0.0010689
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084895000000000012 0.077685000000000018 -1.0000000180025095e-35 0.088160000000000002 -0.15002999999999997 0.10113500000000002 0.11401500000000002 -0.095799999999999982 0.086245000000000016 -0.076864999999999975 0.24895000000000003 -0.074224999999999985 0.11386000000000002 -0.082254999999999981 -0.083899999999999988 -0.0037249999999999996 0.091435000000000002 0.087995000000000004 0.086865000000000012 -0.11524 -0.029589999999999995 -0.017269999999999997 -0.053834999999999994 0.093240000000000003 0.10657000000000001 -1.0000000180025095e-35 -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 -3 6 -6 8 9 21 15 -12 -13 -9 23 -11 -17 -18 19 20 -19 22 -8 24 26 -21 27 -15 -29 -30
right_child=1 2 -4 -5 5 -7 7 13 -10 10 11 12 -14 14 -16 16 17 18 -20 25 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0031925753113167584 -0.0034296297664464948 -0.0025848953691630099 0.0030303481560567673 -0.0031320840716268206 0.0016973532320069937 -0.0016696080047969315 -0.0039652615045959383 0.0033085709468875092 -0.0030318975608146438 0.0029006813838223962 -0.0022187472371732811 0.003583877388243738 -0.00027521692197659886 -0.00088574838389919976 -0.0038940929555767488 0.0004875352218996879 -0.0030428666011430715 -0.0029322781893838354 -0.0026422524942727602 0.0032137011115691565 0.0017355209184238283 -0.0039649673616351747 0.00072887657942061223 0.0038061572419186601 -0.0022771228295795703 -0.00089935755165673488 -0.0022689186225702475 -0.0015781932626028027 -0.00064848296082300973 0.0025304497307843624
leaf_weight=0.0010281521040313981 0.0010276920901759459 0.0022268932402371702 0.0015330584659807292 0.0018672464625577581 0.0061416055780867387 0.0037709186555048282 0.0014131167181403725 0.0018871178261079527 0.002725169646701441 0.0013477379485138377 0.0020943859999249526 0.0047565325241407663 0.0019944751895941693 0.0033154465841391803 0.0010276770921677772 0.0093423847957159172 0.0044188487104395149 0.0026237175084187249 0.0022714381455442032 0.0027308937786880705 0.0019284664764191994 0.0020888901595961231 0.0027891585541510722 0.0012215039623875183 0.0031305249829998152 0.0010728629140657198 0.0012203303550109004 0.0014875657216180125 0.0019973028663144996 0.0099120292523799912
leaf_count=113 35 344 65 123 128 124 14 72 334 34 20 34 40 109 22 404 704 125 150 50 118 201 65 57 70 58 24 16 21 236
internal_value=0 -7.7808e-05 -3.69644e-05 -9.37534e-05 -2.3658e-05 4.88054e-05 0.000135275 -4.17223e-06 -0.000362011 -0.000183999 0.000125275 0.00133979 0.00244377 0.000614932 0.000396884 -0.000292146 -0.000468584 -0.00106225 -0.000238714 0.000414653 -0.000954833 -0.00188404 -0.000849641 0.000594766 0.000408529 0.0020536 0.000877366 0.00110711 0.0016003 0.00199731
internal_weight=0 0.085365 0.0843373 0.0828042 0.080937 0.0787101 0.0749392 0.0687976 0.0435981 0.0408729 0.0345817 0.00884539 0.00675101 0.0251995 0.0233124 0.0257364 0.0243886 0.0150462 0.0106274 0.00835594 0.00455218 0.00629117 0.00420228 0.0222847 0.0210632 0.00380376 0.0179327 0.0167123 0.0133969 0.0119093
internal_count=3910 3797 3762 3697 3574 3230 3106 2978 2351 2017 1737 94 74 627 555 1643 1609 1205 501 351 243 280 79 533 476 108 406 382 273 257
is_linear=0
shrinkage=0.00396435


Tree=841
num_leaves=31
num_cat=0
split_feature=1213 403 16 133 52 403 132 13 129 160 133 474 2 13 453 13 3 48 4 42 39 133 3 0 0 4 3 2 43 0
split_gain=0.000668293 0.000790776 0.000711465 0.00076711 0.00111285 0.000700207 0.000807697 0.00114446 0.0010379 0.00094945 0.00121323 0.00159452 0.00140306 0.00102914 0.00128388 0.00100505 0.00129114 0.00132809 0.00100119 0.00112704 0.00129956 0.00137825 0.000890502 0.00082617 0.000820182 0.000772708 0.000790389 0.000769427 0.000937279 0.000610119
threshold=-1.0000000180025095e-35 -0.088229999999999989 0.67964000000000013 -0.26719999999999994 -0.51745999999999992 -0.084084999999999979 0.079995000000000011 -0.080814999999999984 0.08956500000000002 -1.0000000180025095e-35 -0.031394999999999992 0.084655000000000022 0.11635500000000001 -0.083514999999999992 1.0000000180025095e-35 -0.52445999999999982 -0.08095999999999999 0.092065000000000022 0.24280000000000004 -0.089744999999999978 0.005105000000000001 0.089845000000000022 -0.15653499999999998 -0.07773999999999999 -0.045139999999999993 -0.04133499999999999 0.090325000000000003 0.087005000000000013 -0.082689999999999986 -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 -2 -5 -6 8 -8 9 10 -7 12 -12 15 18 -11 17 24 19 -15 21 22 -21 -9 27 -13 -27 28 -17 -20
right_child=2 -3 -4 4 5 6 7 23 -10 13 11 25 -14 14 -16 16 -18 -19 29 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00037135230802386507 -0.0024566572190235646 -0.0035204093097737678 0.002922147868060354 -0.0035204236223946028 -0.0021519329862578181 0.0025586106581632884 -0.0012852950432753381 8.4442449329037399e-05 -0.0032319240317260915 -0.0010647520317210238 -0.0026751470529585435 -0.0016185605591114976 0.0010049664020097416 -0.0021708611986961087 -0.0031865353702799091 0.002953994399150419 0.0022507989863985809 -0.002285539122768378 0.00070861769634901505 0.0024549333888043492 0.0025278591821125151 -0.003520880669751088 -0.00015213215719610899 0.0033383152115446751 0.00340394234737839 -0.00047541762860157244 0.0030252408181037876 -0.0020751187320849664 -0.0012409427396999578 0.0034264162332769302
leaf_weight=0.0011688566182637139 0.0015611666903159174 0.0014491418838757921 0.001036436448448085 0.0010755713676755532 0.0016954674146303353 0.0012704832698604571 0.0014872994725698696 0.0014298547735389633 0.0011886359479555955 0.0025664060146404202 0.0067055845219852195 0.0013635075014111209 0.0015877761475469043 0.0030500087731937233 0.0015461947496824271 0.0016870912154764994 0.0084208471697442295 0.0019197043785226242 0.0030390055372571112 0.0017609115620586977 0.0024561403271317053 0.0014228910495062133 0.020817709215430479 0.0029869152945884983 0.0014349656639751603 0.0013910251922943937 0.0018787194940941276 0.0011862468831926876 0.0010841767586713402 0.001543431059372046
leaf_count=106 210 486 35 261 444 59 95 63 81 34 546 43 78 63 36 20 198 26 73 21 109 81 327 73 10 148 31 45 36 72
internal_value=0 -0.00178286 2.43655e-05 -1.33853e-05 3.55188e-05 8.52409e-05 0.000135663 0.00138555 2.92111e-05 8.61044e-05 -0.000723863 -0.00104648 -0.00197058 0.000299306 -4.91464e-05 0.000977882 0.00131108 0.000228883 9.31534e-05 -0.000144583 8.90035e-05 -0.000160571 5.11935e-05 0.00228493 0.00112401 0.000607638 0.00153598 0.000297321 0.00131285 0.00162401
internal_weight=0 0.002618 0.0805942 0.0795577 0.0779966 0.076921 0.0752255 0.00590407 0.0693215 0.0681328 0.0141971 0.0129266 0.00829336 0.0539357 0.0356363 0.0182994 0.015733 0.00731218 0.0340901 0.0295077 0.0264577 0.0240015 0.0225786 0.00441677 0.00539248 0.00463325 0.00326974 0.00395751 0.00277127 0.00458244
internal_count=3910 592 3318 3283 3073 2812 2368 231 2137 2056 905 846 624 1151 782 369 335 137 746 601 538 429 348 136 111 222 179 101 56 145
is_linear=0
shrinkage=0.00352023


Tree=842
num_leaves=31
num_cat=0
split_feature=1 0 2 133 14 42 51 4 42 159 0 0 38 3 124 1365 52 4 52 15 12 484 457 48 2 3 2 3 402 4
split_gain=0.00208929 0.00335035 0.00259584 0.00285679 0.00226952 0.00208579 0.00256299 0.00212391 0.00297241 0.00239959 0.00212334 0.00374412 0.00205396 0.0034854 0.0023028 0.00240558 0.00244014 0.00204029 0.00212894 0.00198277 0.00245364 0.00224592 0.0026874 0.0021474 0.00332855 0.00306993 0.00274794 0.00227644 0.00305128 0.00293991
threshold=0.076710000000000014 -0.084074999999999997 0.075670000000000015 0.084285000000000013 0.077685000000000018 -0.089744999999999978 -0.031524999999999991 -0.51381999999999983 0.09901500000000002 0.10519500000000001 -0.070894999999999986 -0.082604999999999998 0.13584500000000002 0.16699000000000003 -0.048219999999999992 0.084090000000000012 -0.42985499999999993 0.0021050000000000005 0.048695000000000009 0.090505000000000016 0.129665 -0.0043499999999999988 0.094310000000000019 0.086285000000000014 1.0000000180025095e-35 -0.10628499999999998 0.086650000000000019 -0.078884999999999997 -0.46982999999999991 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 10 11 -9 13 14 -2 16 -16 -5 -19 21 -21 22 -18 24 25 -23 -25 28 -27 -29
right_child=4 5 3 17 -6 6 7 8 -10 -11 -12 -13 -14 -15 15 -17 19 18 -20 20 -22 23 -24 26 -26 27 -28 29 -30 -31
leaf_value=0.0010229195440734612 0.00074246563064358909 -0.00099628892854977647 -0.0012685834357769816 -0.0012684651483726521 -0.00074569851923460078 -0.0012684976780799702 -0.00057467434059745482 0.00051813366870840478 -0.0012687591898567618 -0.00092635829037963783 0.00074716840367467603 -0.0011265716031397496 -0.001259454908463633 0.0010429099468582436 -0.0012684135486727153 -0.0012685925110682333 -0.00090218498202863028 0.0003661263776437684 -0.0012687786720684993 -0.00078813728519085049 0.0010131949022232174 0.00099200876396829916 0.0010126404385211554 -0.0012539030550538725 0.00070596349211803143 0.0010036040618412326 6.8103127340322242e-05 0.00095132705430088515 -0.0012684960821939372 -0.00024058376709140179
leaf_weight=0.0014368789455261313 0.0078870787465170622 0.0031440075403743597 0.0089714325864678202 0.0025901809573491983 0.0050892965730895403 0.0021539350685095817 0.0054899765873308573 0.0074680067045385058 0.0018784761871799551 0.0021170855822418835 0.017381577760918535 0.0031723072794811466 0.0017067979169951277 0.0065011339071645571 0.0021683233725511277 0.0022441661108132385 0.0058183825277353654 0.0062291204045088477 0.0016130086615611106 0.0071844196652133263 0.0014643222900758701 0.0046610171725518434 0.0014786703416120872 0.0029373088947011175 0.024207187304781996 0.0011892989782609211 0.018206361215220568 0.0046943682250457633 0.0047406918357495373 0.011444278514225928
leaf_count=7 228 203 563 305 109 135 22 77 154 32 112 264 9 172 165 23 142 73 61 252 17 52 7 35 254 8 114 20 184 111
internal_value=0 -0.000204949 -0.00062199 -0.000743798 8.20786e-05 -1.90406e-06 7.69221e-05 0.000154185 0.000279162 0.000375639 0.000474007 2.77806e-05 0.000120894 0.000142948 8.46306e-05 2.85027e-05 6.07762e-05 -0.000292501 2.98509e-05 9.35177e-05 -0.000483153 0.00015635 -0.000514166 0.00022423 0.000365271 5.67302e-05 -0.000115552 -0.000140806 -0.000812811 0.000106116
internal_weight=0 0.063646 0.0208406 0.0194037 0.113623 0.0428054 0.0396614 0.0375074 0.0320175 0.030139 0.0280219 0.0106403 0.108534 0.106827 0.100326 0.0924388 0.0901946 0.0104323 0.00784213 0.0880263 0.00864874 0.0793776 0.00729705 0.0720805 0.0509368 0.0267297 0.0211437 0.0220686 0.00592999 0.0161386
internal_count=3910 2008 1009 1002 1902 999 796 661 639 485 453 341 1793 1784 1612 1384 1361 439 134 1196 269 927 149 778 629 375 149 323 192 131
is_linear=0
shrinkage=0.00126831


Tree=843
num_leaves=31
num_cat=0
split_feature=158 1 0 133 4 47 13 13 0 0 1365 151 48 4 128 11 43 16 12 376 49 52 1 1 1 2 0 16 16 160
split_gain=0.000666666 0.000691123 0.00135727 0.000837126 0.000894076 0.000761595 0.00102504 0.00103273 0.000776274 0.00112419 0.000732845 0.00111778 0.000849943 0.000843327 0.00131709 0.00140901 0.00137529 0.00114718 0.00118429 0.00103593 0.000826323 0.000762738 0.00104544 0.00177468 0.00126885 0.0011923 0.000713531 0.000853953 0.000836482 0.000810867
threshold=0.11034000000000001 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.0021050000000000005 0.097435000000000008 -0.5337599999999999 -0.45122499999999993 -0.082994999999999985 -0.070894999999999986 0.087320000000000009 -0.086769999999999986 0.10990500000000002 0.24280000000000004 0.086435000000000012 0.08184000000000001 -0.074254999999999988 -0.19424999999999998 0.088375000000000023 0.084595000000000017 -0.091004999999999989 0.06136500000000001 0.11215000000000001 0.094485000000000013 0.089175000000000018 0.087995000000000004 -0.10071499999999999 -0.53943499999999989 -0.52908499999999992 -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 -10 11 12 -3 14 15 16 19 -18 20 -13 -19 22 23 24 25 -22 27 -15 -29 -30
right_child=-2 10 5 4 -6 -7 7 8 9 -11 -12 13 -14 26 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0035060969037257047 -0.0035817192714044212 0.0032226322822297478 -0.0043785568933085951 -0.0043772125845717852 0.0002699934825842472 0.003552153627203659 0.0040073413550978836 0.0017893325329189501 -0.0032269347456456918 -1.0187988638239097e-05 -0.003343642171292151 0.0022137935365826654 -0.0010639088686899684 0.0035587471253200717 -0.0043775940328178988 -0.0040574831571834127 -0.003604652735368767 -0.0031541058806370936 -0.0036243226970452068 -0.0025143937495968674 -0.0014141359918672714 0.0025307170165219878 -0.0025479603409647843 0.0029108166519870482 -0.0033146459949445384 0.0025556722020188458 0.0030818423625838024 -0.0032901802877773117 -0.0015371856552905724 0.0018366992177629674
leaf_weight=0.0038761291798352637 0.0010041347997643548 0.0041035161299589609 0.0010276613902533418 0.0010159501583004715 0.0036159780680682374 0.0011425881513247296 0.0012179472687421358 0.0031440413249264011 0.0025748429604601749 0.010860659707995442 0.0010326393680770698 0.0077242597953883774 0.0011302670633170919 0.0015053318298363649 0.0013768638253655032 0.0015674111852570496 0.0019280507263523773 0.0012840788734518284 0.0016554441946015066 0.0010030207986329032 0.0030027128465910449 0.0029093588039543752 0.0024258912992749524 0.0041879976559133789 0.0023419162273512484 0.0028018828902176551 0.0028565553428281385 0.0012698313532979455 0.0021301479887370078 0.0037977312092571935
leaf_count=541 167 134 3 296 129 30 7 81 515 306 23 297 32 49 128 129 33 37 233 26 96 66 56 57 40 36 243 21 43 56
internal_value=0 6.85994e-06 -0.000541333 -0.00200525 -0.000749308 8.24301e-05 -0.000128164 0.000117262 -0.000168507 -0.00062666 0.000306855 0.000380767 0.00229693 0.000161647 -0.000183727 -7.85045e-06 0.000195173 -0.000376084 -7.40431e-05 0.00167039 0.000236041 0.000482407 7.8673e-05 0.000595266 -0.000595123 0.000502094 0.00118373 0.000560721 -6.62873e-05 0.000624314
internal_weight=0 0.0805107 0.0284758 0.00850806 0.00463193 0.0199677 0.0188252 0.0177975 0.0165795 0.0134355 0.0520349 0.0510023 0.00523378 0.0457685 0.0342089 0.032832 0.0312646 0.0225373 0.0206093 0.00872728 0.0189538 0.0176698 0.0147604 0.0123345 0.00814651 0.0058046 0.0115596 0.00870304 0.00719771 0.00592788
internal_count=3910 3743 1908 966 425 942 912 909 902 821 1835 1812 166 1646 1234 1106 977 654 621 323 388 351 285 229 172 132 412 169 120 99
is_linear=0
shrinkage=0.00437696


Tree=844
num_leaves=31
num_cat=0
split_feature=1456 457 457 15 1213 403 52 133 160 448 4 52 148 1373 150 158 0 52 49 13 34 1 52 3 15 52 133 13 0 48
split_gain=0.000603319 0.000738112 0.00081639 0.00138971 0.000834666 0.000689378 0.000785713 0.000998274 0.000737525 0.00100978 0.000926287 0.00133196 0.000943071 0.000926515 0.0010578 0.00100428 0.00112399 0.00132453 0.00112879 0.00110412 0.000954892 0.0012763 0.00145142 0.0014271 0.00102539 0.000904882 0.000848007 0.00122946 0.000835745 0.00152093
threshold=-1.0000000180025095e-35 -0.23052999999999998 -0.0034949999999999994 -0.11399999999999998 -1.0000000180025095e-35 -0.084084999999999979 -0.42985499999999993 -0.26719999999999994 -0.11175999999999998 -0.083359999999999976 -0.49837999999999999 0.10433000000000002 0.089690000000000006 -1.0000000180025095e-35 0.11717500000000002 0.08796000000000001 -0.074904999999999985 -0.24084499999999998 -0.10837499999999999 0.16421000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.086950000000000013 -0.089974999999999986 -0.11739999999999999 0.11588000000000002 0.083815000000000014 -1.0000000180025095e-35 -0.10575999999999998 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 -3 -4 -6 -7 -8 -9 -10 11 -11 13 -12 15 16 17 -15 -18 25 -19 22 23 -22 -23 -20 27 -25 29 -26
right_child=1 2 4 -5 5 6 7 8 9 10 12 -13 -14 14 -16 -17 18 20 19 -21 21 24 -24 26 28 -27 -28 -29 -30 -31
leaf_value=-0.002003936905808335 0.0027139129176459759 0.0018172994793914604 -0.0022340428825454229 -0.0029352877878175937 -0.0023195545166364976 -0.0023611954336249744 -0.0031116827077039178 -0.00121756516410724 -0.0030632824927370439 -0.0035089962971948442 -0.0020939873163143717 0.0012571289347044561 -0.0029937075343682245 -0.0037096995493320472 0.0033340593889957552 -0.0020431127285455318 -0.0015098024000828147 -0.002553535746261975 0.0031644780549166043 -0.00022413410348450538 -0.0027782269191480346 -5.4368946475535403e-05 -0.0038872109699607644 -0.0025900176013785238 0.0034021895033517656 2.69416251047633e-05 0.0022186457406050508 0.0023515523554158307 0.00063356968245492119 -0.00067432166982854861
leaf_weight=0.002276078160405314 0.0015134356446822031 0.001288827297678985 0.0022849154107671401 0.0033327729144907439 0.0016601566138025872 0.0017398488330941922 0.0012806213135108093 0.0042086109207288827 0.0011994420806473718 0.0019779194650339981 0.0016900503944015091 0.0016040401314967312 0.0010432242257820681 0.001130513478962313 0.0024292630824902508 0.0019275437045953572 0.0014575433485788389 0.0014115842546171811 0.0086527471923672147 0.0024872382596043971 0.0018958830385575895 0.0059660097773850352 0.0015245739744864659 0.0017942587536419197 0.0070464904239848497 0.0016539545569926881 0.0039380484142652605 0.0013201279534129492 0.0051823276704432613 0.001719998783499932
leaf_count=369 42 37 551 199 447 258 198 297 38 69 32 6 21 27 78 110 22 70 247 40 63 130 75 78 97 37 105 20 126 21
internal_value=0 2.66881e-05 -2.76475e-05 -0.00160993 7.64818e-05 0.000154186 0.000216145 0.000285622 0.000354395 0.000466426 0.000539606 -0.00137467 0.00066595 0.000737676 0.000830533 0.000706691 0.000819031 0.000424389 0.0017309 0.0021001 0.000571362 0.000716521 -0.000381863 0.000215362 0.00129414 0.00266099 0.00102012 -0.000495382 0.00187091 0.00260237
internal_weight=0 0.076362 0.0748485 0.0046216 0.0702269 0.067942 0.0662819 0.064542 0.0632614 0.0590528 0.0578533 0.00358196 0.0542714 0.0532282 0.0515381 0.0491088 0.0471813 0.0329298 0.0142515 0.0127939 0.0317993 0.0303877 0.0104729 0.00894832 0.0199148 0.0103067 0.00705244 0.00311439 0.0139488 0.00876649
internal_count=3910 3541 3499 236 3263 2712 2265 2007 1809 1512 1474 75 1399 1378 1346 1268 1158 812 346 324 785 715 341 266 374 284 203 98 244 118
is_linear=0
shrinkage=0.00388662


Tree=845
num_leaves=31
num_cat=0
split_feature=4 482 1348 484 150 457 40 2 14 401 457 15 11 160 133 151 50 403 52 47 403 16 47 52 128 133 403 1373 457 151
split_gain=0.00197862 0.00218388 0.00201912 0.00201558 0.00282918 0.00192682 0.00190726 0.00189121 0.00268557 0.00194833 0.00193773 0.00257224 0.00227351 0.00227399 0.00337003 0.00278515 0.00251487 0.00332602 0.00331911 0.00282735 0.00232188 0.0026568 0.00234077 0.00286109 0.00298408 0.00267288 0.0026779 0.0020353 0.00199167 0.00231465
threshold=0.51224500000000017 0.092060000000000017 0.093200000000000019 -0.0043499999999999988 0.094545000000000018 -0.23052999999999998 -0.0091899999999999985 0.15305000000000002 0.077685000000000018 0.10072000000000002 -0.0034949999999999994 -0.11399999999999998 0.088160000000000002 -0.098319999999999991 -0.031394999999999992 -0.14608999999999997 0.099470000000000017 0.090530000000000013 0.11401500000000002 0.13206500000000002 -0.092224999999999988 -0.50763499999999995 0.10783500000000001 -0.42035499999999998 0.086950000000000013 -0.10260499999999999 0.03138500000000001 -1.0000000180025095e-35 0.084715000000000013 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 2 3 4 6 -5 -1 8 9 10 11 -7 13 14 -12 -16 17 18 19 20 -15 -22 23 -23 25 -25 27 -27 29 -29
right_child=-2 -3 -4 5 -6 7 -8 -9 -10 -11 12 -13 -14 16 15 -17 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00038792272823063434 0.0010101462496926662 -0.0011673656434132607 0.0012709805443847917 0.00098042942539470546 0.00096325320319551788 0.00063379427749989808 -0.0012939176043009568 0.0007799449283287964 -0.0011336780049412646 -0.0012938058486506795 0.00079961807540402817 -0.00093215284627085851 -0.00066878962160353138 -0.00078007692230934 0.0008081592315937918 -0.0012768103679513766 0.00092192370447671411 -0.001105278898398397 -0.00084151977866690547 -0.00076993388325166136 0.00089576248395907608 -0.0010883451935386646 0.00091059493499167396 -0.00096328314171952164 -0.0012941460926594367 -0.00072457624502167515 0.0010602714274353376 0.00018188772375863485 0.0006960746181433299 -0.0010909639344285826
leaf_weight=0.001394693712938988 0.0030616256728883675 0.0028239700330638931 0.0020022640433126062 0.0032596109540463649 0.0015270866893501989 0.0022938322474317374 0.0059119999710635085 0.0047685760027036386 0.0037168196506769382 0.0019907158516634374 0.0024607071007842771 0.007480848765531789 0.0074276329735738491 0.0039303069213421074 0.0012819361336369193 0.0065558486842363086 0.0060892893206272438 0.003900430181449365 0.0058762712393694008 0.0052945552446601587 0.0092423895360837921 0.0031750752380652605 0.0066926764758719051 0.0031961742162884823 0.0022997884915660896 0.0039740878552265704 0.0062036669415590487 0.060756287803311451 0.012544919457525339 0.0024889676994632728
leaf_count=14 168 154 31 27 21 23 520 92 93 171 43 123 98 322 14 289 117 133 76 29 106 167 46 126 94 30 44 631 82 26
internal_value=0 -3.81706e-05 -2.11851e-05 -3.51149e-05 -0.000638191 -4.99963e-06 -0.00097289 -2.34981e-05 -4.61855e-05 -2.17116e-05 -6.19131e-06 -0.000564671 2.93972e-05 6.49258e-05 -0.000521139 -0.000935796 0.000109415 7.12316e-05 0.000107746 0.000154308 0.000197044 0.000231775 0.000171214 0.000118926 0.000160835 0.000198363 0.000241552 0.000177876 0.000225196 0.000131796
internal_weight=0 0.190561 0.187737 0.185735 0.00883378 0.176901 0.00730669 0.173642 0.168873 0.165156 0.163166 0.00977468 0.153391 0.145963 0.0102985 0.00783778 0.135665 0.129576 0.125675 0.119799 0.114504 0.110574 0.101332 0.094639 0.0914639 0.0891641 0.0859679 0.0797643 0.0757902 0.0632453
internal_count=3910 3742 3588 3557 555 3002 534 2975 2883 2790 2619 146 2473 2375 346 303 2029 1912 1779 1703 1674 1352 1246 1200 1033 939 813 769 739 657
is_linear=0
shrinkage=0.00129368


Tree=846
num_leaves=31
num_cat=0
split_feature=1 38 12 3 48 50 52 47 15 160 2 3 11 131 4 9 47 1213 1212 133 49 52 3 12 43 13 16 12 48 9
split_gain=0.00266039 0.00235788 0.00389186 0.00243892 0.00235114 0.00315379 0.00246871 0.00223313 0.00258773 0.00262705 0.00321204 0.00220285 0.00235569 0.0021671 0.00193091 0.00189057 0.00245238 0.00198678 0.00198228 0.00331966 0.00208373 0.00337868 0.00254535 0.00311155 0.00350688 0.00449244 0.00305824 0.002978 0.00266239 0.00190468
threshold=0.10113500000000002 0.13584500000000002 -0.071274999999999991 0.16699000000000003 0.11930500000000001 0.11515000000000002 -0.42985499999999993 0.13206500000000002 1.0000000180025095e-35 -0.079234999999999986 0.11339500000000001 -0.115685 0.08184000000000001 0.10100500000000001 0.050655000000000006 -0.016839999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.50114499999999984 -0.097724999999999992 -0.088329999999999978 -0.098644999999999983 0.10223 0.086935000000000012 -0.16369999999999998 0.16421000000000002 0.27091500000000007 0.086765000000000023 0.099240000000000009 0.083710000000000021
decision_type=2 2 2 2 2 2 2 2 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 5 6 -4 8 9 10 -8 12 -1 15 -6 -13 17 -17 -19 -20 21 -21 23 27 25 -25 -24 29 -26 -22
right_child=1 -3 3 -5 14 -7 7 -9 -10 -11 -12 13 -14 -15 -16 16 -18 18 19 20 22 -23 26 24 28 -27 -28 -29 -30 -31
leaf_value=0.00028134162061360169 0.00090131175641469869 -0.0010965203068296319 -0.0011042611386434822 0.00074401645095309389 -9.3932181178378176e-05 -0.0011043110407506023 -0.00089696508898243861 -0.00046631687434944548 -0.00016586606032852446 0.00071622994671509583 0.00096950610457171139 0.0011052688231603118 -0.00080979275910207725 -0.001104305877134102 -0.001017042667022581 -0.0010138443325311392 -0.00087921811173262844 0.0011059135450903178 -0.0011043325937276454 0.00039159660277832023 4.0685269182683719e-05 -0.0010104180976661845 0.0010363801104532123 0.00095066292787160714 -0.0011043902162866008 -0.001104730230005824 -0.00021653123587980224 0.0010708078401744571 0.0004773490244276131 -0.0010083786428146176
leaf_weight=0.02235755638882253 0.0079981222177103461 0.0018174584065491209 0.0016823105388965578 0.0060852063728624719 0.0077362367737805471 0.0023797014396933483 0.0029844948680448615 0.0045118588832337983 0.0084654884064718772 0.020072307010238433 0.0018031978646888547 0.0013876166136981274 0.002703918434370677 0.0031566194384318172 0.0042968591506564735 0.0030856366146512207 0.0059347578171067275 0.0015994764398783437 0.0040886985027057668 0.0030823652962652659 0.032993020412959595 0.0065452628313096284 0.0056433436719345309 0.0035480540914250005 0.0091476332915965131 0.0020428340936256006 0.0041011035989413358 0.0032979079379344958 0.00151173030685925 0.0022540796908288021
leaf_count=187 300 9 111 96 37 53 33 20 52 206 24 13 67 222 46 463 229 1 247 14 546 79 30 14 673 45 25 14 25 29
internal_value=0 0.000144638 0.000177803 8.1386e-05 6.62136e-06 0.000130166 0.000204501 0.000262691 0.000361389 0.000540934 -0.000193992 -0.000127058 0.000163618 -0.000205037 -0.000423563 -0.000173589 -0.000193555 -0.000144493 -0.000110902 -0.000135772 -8.23772e-05 -0.000561551 -1.0897e-05 -0.000103365 -0.00050859 0.00019965 0.000509073 6.74741e-05 -0.000880065 -2.64032e-05
internal_weight=0 0.0698332 0.0680158 0.0600177 0.0539325 0.0418994 0.0395197 0.0378373 0.0333255 0.02486 0.00478769 0.118482 0.0250615 0.0934201 0.0120331 0.0902635 0.0888759 0.0829411 0.0798555 0.078256 0.0741673 0.00962763 0.0645397 0.0547953 0.0162503 0.00559089 0.00974445 0.038545 0.0106594 0.0352471
internal_count=3910 987 978 678 582 499 446 335 315 263 57 2923 254 2669 83 2447 2434 2205 1742 1741 1494 93 1401 1346 757 59 55 589 698 575
is_linear=0
shrinkage=0.00110414


Tree=847
num_leaves=31
num_cat=0
split_feature=2 38 3 124 1365 39 47 51 48 484 1 0 42 43 3 42 0 13 43 0 15 49 49 15 474 2 48 51 2 160
split_gain=0.00062127 0.000638376 0.00124106 0.000825039 0.000983874 0.000705835 0.00114162 0.000902052 0.000840134 0.00108264 0.0010663 0.00108742 0.000804731 0.00110808 0.000804802 0.000882749 0.000827564 0.00137878 0.00149255 0.000818617 0.0013694 0.00104988 0.000987591 0.000960524 0.000942228 0.000844574 0.00086928 0.000776446 0.000740539 0.000619751
threshold=0.17730000000000004 0.11976000000000002 0.31335500000000011 -0.048219999999999992 1.0000000180025095e-35 0.15608500000000003 0.13177500000000003 0.12342500000000002 0.12649500000000002 -0.075729999999999978 0.10420500000000001 -0.17106499999999999 0.091955000000000023 -0.15648499999999999 -0.12008499999999998 0.091485000000000025 -0.082994999999999985 -0.091849999999999987 -0.17307499999999998 -0.084304999999999977 0.083185000000000023 -0.085974999999999982 1.0000000180025095e-35 0.085120000000000015 0.084655000000000022 0.086915000000000006 0.084905000000000022 0.08955500000000001 0.09580000000000001 -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=1 2 3 -1 5 6 8 -8 9 -5 12 -12 14 -14 -11 16 19 -18 -19 20 21 -16 24 -21 25 26 -23 -27 -24 -13
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 11 29 13 -15 15 -17 17 18 -20 23 -22 22 28 -25 -26 27 -28 -29 -30 -31
leaf_value=0.001172976460586062 0.0025437455824937664 -0.0025530060512525769 0.0033173424440330278 -0.0026060807969220255 -0.0033174808647234168 0.0024493342341997126 -0.0033177829061871674 0.00032130100103982466 -0.0019557543421639726 0.00093404032381586553 0.0024889114946922189 -0.0011679408362529225 0.00028511802855252341 -0.0031321154036295751 -0.0026401116786189797 0.0025641099389257711 0.00030968614082514857 0.00059535391281130264 -0.0033001642101989563 -0.00066612697905821022 -0.0027355412802794023 0.000109923560685938 -0.0032454693681854279 0.0027228171289763446 0.0031861755198461152 0.0021573985720875896 -0.0033176646438744942 -0.00056118622713766586 0.00024563578707277427 0.00072572202787391448
leaf_weight=0.0053906282984743639 0.0010217016424096661 0.0011139601302545534 0.0012041687426713734 0.0016974202541131236 0.0010787030081669249 0.0011525989231131453 0.00217749446779436 0.0011429516817784702 0.0024989199764675609 0.0075818999847552171 0.0033806338706909847 0.0023483704472084818 0.0019293361099279593 0.0022758154550079892 0.0014634982328871589 0.0011681497557525225 0.0039332628082213716 0.0014767117737513047 0.0040518931862592207 0.0015291199198479424 0.0022475450211167916 0.0036143799290062548 0.0013397460817435878 0.0023113183568206352 0.0015003110666906858 0.0035630551562846335 0.001050918216311203 0.0017112240478187601 0.0013346441777102314 0.0099994624239503338
leaf_count=271 84 23 108 400 67 14 42 19 49 183 59 45 35 474 56 25 32 55 637 56 300 107 197 58 34 68 27 22 70 293
internal_value=0 -6.00158e-05 -2.35491e-05 -7.72248e-05 -0.000174111 -0.000124597 -0.000168661 -0.00206515 -7.02788e-05 6.32258e-06 8.04615e-05 0.00082196 -0.0001841 -0.00156428 -3.85588e-05 -0.00026689 -0.000373132 -0.00119159 -0.00225966 -1.56943e-05 -0.000314987 3.42484e-05 0.000311551 0.00137347 0.00073581 0.000365944 -0.000662185 0.00127536 -0.00150325 0.000365576
internal_weight=0 0.0772681 0.0761542 0.07495 0.0695594 0.0684807 0.0673281 0.00332045 0.0640076 0.0615087 0.0598113 0.0157285 0.0440828 0.00420515 0.0398777 0.0322958 0.0311276 0.00946187 0.0055286 0.0216658 0.0178253 0.0155778 0.0141143 0.00384044 0.0114399 0.00993958 0.0046653 0.00527428 0.00267439 0.0123478
internal_count=3910 3826 3803 3695 3424 3357 3343 61 3282 3233 2833 397 2436 509 1927 1744 1719 724 692 995 881 581 525 114 258 224 134 90 267 338
is_linear=0
shrinkage=0.00331719


Tree=848
num_leaves=31
num_cat=0
split_feature=4 11 48 14 403 480 31 48 51 15 1 0 43 43 148 51 42 43 43 3 2 15 151 13 13 13 453 52 15 3
split_gain=0.00351536 0.00477201 0.00350049 0.00416569 0.00336911 0.00297761 0.00362053 0.00298479 0.00386123 0.00299941 0.00600084 0.00321578 0.00364298 0.00327619 0.00313001 0.00379472 0.00316759 0.00449184 0.00387569 0.00286893 0.00330001 0.00287438 0.00282769 0.0025976 0.00422147 0.00240618 0.00234534 0.00232229 0.00228386 0.00219799
threshold=0.28937500000000005 0.08184000000000001 0.11930500000000001 -0.46879999999999994 -0.092224999999999988 0.08456000000000001 -1.0000000180025095e-35 0.016865000000000002 -0.0093849999999999992 -0.0063699999999999989 0.10113500000000002 -0.13870499999999999 -0.074254999999999988 -0.075819999999999985 0.10530000000000002 -0.018629999999999997 -0.09602999999999999 -0.083684999999999996 -0.020804999999999997 -0.13927999999999999 0.089910000000000004 -0.23033499999999998 -0.080994999999999998 -0.094679999999999986 -1.0000000180025095e-35 -0.52445999999999982 1.0000000180025095e-35 0.071660000000000015 -0.14097499999999996 -0.12817999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 9 -9 10 28 -12 13 -13 15 -11 -17 -18 -19 -10 22 -22 -21 25 -25 -20 -5 29 -8 -26
right_child=2 -3 -4 26 5 -7 7 8 19 14 11 12 -14 -15 -16 16 17 18 23 20 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0011082201927988258 -0.00044583820027388238 -0.0011586046566858786 -0.00069039141690369499 0.0011202512721918835 0.0014017316852412186 -0.0014005477869884226 0.00027528364695766282 -0.0010096684014945893 0.001325102322325277 0.00066291259482659432 0.0014007030655107577 -0.00027551225581541968 -0.0010951032240747948 0.0011677930486384469 -0.0014012086203887652 -0.0014013860260316253 0.0004954886656692879 -0.0013078721685962902 -0.00072676464949520932 0.00021006098959375585 -0.00089414495932449553 0.00048473860895448218 -0.0011730654305490101 -0.0013684052730503667 -0.0014015125398567235 0.0005425132714371398 -0.00083564117087953495 0.00062254406052165989 -0.0013348940666611936 -9.8073750612276786e-06
leaf_weight=0.0057673227138970154 0.0051957142477050402 0.0079423712852388917 0.0045141313178191913 0.016591135225027642 0.0035389892050972085 0.0030305974581423803 0.001970857713786244 0.004702529180747205 0.0049857024079074099 0.015640060975179892 0.0027500085245719666 0.0097491892128118707 0.0063350663136816374 0.0045108554550097315 0.0030688818078488103 0.0034790564682651839 0.02169576601588119 0.0061823653240722356 0.0036870029680358121 0.006087627414260055 0.0031884394120282869 0.042195394699774624 0.0055325702778805663 0.0066705741261294796 0.0032936990064627017 0.014238797565667483 0.0012960941385244942 0.0062712316554183181 0.013979349215041736 0.0068600481278551237
leaf_count=448 55 160 38 325 58 214 13 57 24 141 13 78 46 6 8 91 146 187 9 81 28 266 101 453 9 88 8 49 658 52
internal_value=0 -9.31894e-05 0.000437373 0.00065792 -5.27814e-05 -2.28908e-05 -2.07908e-06 -2.72881e-05 0.000213669 -0.00015054 -0.000473906 -2.1584e-05 -0.000211498 0.000181046 -1.104e-05 3.743e-05 -9.77286e-05 -3.19009e-05 -0.0002743 0.000306471 0.00021738 0.000387865 -0.000448469 -0.000118529 -0.000428973 0.000281446 0.000978529 -4.74473e-05 -0.00113594 -0.000461252
internal_weight=0 0.217354 0.0275971 0.0230829 0.209412 0.203645 0.200614 0.197075 0.0666923 0.130383 0.0392953 0.0233451 0.0205951 0.01426 0.0910875 0.0880186 0.0723785 0.0688995 0.0472037 0.0619897 0.057004 0.0453838 0.0116202 0.0410214 0.0230956 0.0179258 0.0178872 0.016425 0.0159502 0.0101537
internal_count=3910 3484 426 388 3324 2876 2662 2604 557 2047 814 143 130 84 1233 1225 1084 993 847 500 476 294 182 660 563 97 333 110 671 61
is_linear=0
shrinkage=0.00140032


Tree=849
num_leaves=31
num_cat=0
split_feature=3 38 1455 453 1348 14 401 124 38 3 1213 11 4 15 42 457 0 151 13 2 1 14 4 2 42 43 0 9 4 3
split_gain=0.00196678 0.00292401 0.00225831 0.00229141 0.00235652 0.00230752 0.00230808 0.00220793 0.00273078 0.0024592 0.00333636 0.00274685 0.00247898 0.00243657 0.00229232 0.00228005 0.00229891 0.00299213 0.00339185 0.00245897 0.00278204 0.00244759 0.00364663 0.0023201 0.00218181 0.00312936 0.0023352 0.00229378 0.00282094 0.00240784
threshold=0.30601500000000009 0.13790500000000003 -1.0000000180025095e-35 0.091855000000000006 0.090050000000000005 0.078275000000000025 0.10072000000000002 -0.048219999999999992 0.085905000000000023 -0.12008499999999998 -1.0000000180025095e-35 0.088160000000000002 -0.51381999999999983 -1.0000000180025095e-35 -0.089024999999999979 -0.067474999999999993 -0.10575999999999998 -0.084129999999999996 -0.083354999999999985 0.11230000000000001 0.11235500000000002 -0.074139999999999984 -0.15534499999999998 0.097940000000000013 0.091230000000000019 -0.074254999999999988 -0.017269999999999997 -0.016839999999999997 -0.013199999999999998 -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=2 -2 -1 4 5 6 7 8 14 11 -11 13 -12 -9 -4 -14 19 -18 -19 23 -21 -20 -23 -17 26 -26 27 -24 29 -29
right_child=1 -3 3 -5 -6 -7 -8 9 -10 10 12 -13 15 -15 -16 16 17 18 21 20 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012192458267670204 0.0010065715088156987 -0.0012193213493981181 -0.00019266743979024675 -0.001014911908595638 0.0012001942257449125 -0.00099802496972222041 -0.0012191918827443875 0.0010115784665522209 -0.0012183100339848291 -0.0012192261597709442 -0.0012197774951154677 -0.0004238950403908881 -0.00071674155105918842 0.0001929260990835131 0.0010249048208686748 0.00015654260067449121 -0.0011781703937618494 0.00030849788038899144 0.0010199931679127415 -0.0010752808801376041 0.00021593542215337828 -0.0012195004689772274 0.0012202780640740052 0.00085312900237336994 0.00060659133539815941 -0.0010944354190663749 0.0012087359541710168 -0.0012192056732343505 -0.0010764190895010723 0.00017601088161407405
leaf_weight=0.0024579842035459256 0.005243457028008435 0.0010532085871091112 0.0032110520198500589 0.00353514534827326 0.0023073752960272023 0.0036575156174478698 0.0023514537800748405 0.007771662169105297 0.0012528826958657655 0.0039652583651044173 0.0027865806902553905 0.0069136311544468745 0.0073039574833231305 0.017727044771703504 0.0080808072112894536 0.0280475044992059 0.0040461724218481257 0.020490726328352693 0.0019845329303436179 0.0043827612869336008 0.0057112927475486686 0.0062626169247579208 0.0010760906445597121 0.009516771664323187 0.0080641932461205101 0.0020073325182359278 0.0012398894630223601 0.0024139997328411645 0.009714873728670529 0.0077067922932858562
leaf_count=188 158 6 27 39 40 115 176 88 30 421 33 108 215 120 214 131 129 305 23 29 40 80 4 80 153 252 9 133 247 317
internal_value=0 0.000634259 -5.84938e-05 -4.2948e-05 -2.38584e-05 -3.97534e-05 -1.96138e-05 -3.1834e-06 0.000489208 -4.19994e-05 -0.000118642 0.000257649 -8.30913e-05 0.00044244 0.000678665 -5.66891e-05 -1.38988e-05 -0.000163 -9.56195e-05 0.000189479 -0.000344701 -0.00030023 -0.000368308 0.00033302 -0.000202877 0.000267564 -0.000416769 -0.000513148 -0.000607187 -0.000156775
internal_weight=0 0.00629667 0.185988 0.18353 0.179995 0.177687 0.17403 0.171678 0.0125447 0.159134 0.126721 0.0324123 0.122756 0.0254987 0.0112919 0.11997 0.112666 0.0650072 0.060961 0.0476583 0.0100941 0.0404703 0.0384858 0.0375643 0.0322232 0.0100715 0.0221516 0.0209118 0.0198357 0.0101208
internal_count=3910 164 3746 3558 3519 3479 3364 3188 271 2917 2601 316 2180 208 241 2147 1932 1652 1523 280 69 1218 1195 211 1115 405 710 701 697 450
is_linear=0
shrinkage=0.00121906


Tree=850
num_leaves=31
num_cat=0
split_feature=42 156 39 16 3 13 13 1 124 43 3 48 50 51 4 42 49 159 15 3 1 2 1374 1 160 2 42 15 42 52
split_gain=0.000585024 0.00106942 0.000962059 0.000958733 0.000840757 0.0011444 0.000894434 0.000835552 0.0008038 0.000797437 0.000755466 0.000883552 0.00124162 0.00108879 0.00105512 0.00117227 0.000970899 0.00100343 0.00109615 0.0011042 0.00101659 0.00106077 0.00115002 0.000893074 0.00150007 0.000722206 0.000927332 0.000675315 0.000660338 0.000831344
threshold=-1.0000000180025095e-35 0.013700000000000002 0.005105000000000001 0.10994000000000002 -0.5217799999999998 0.16421000000000002 0.10924000000000002 0.089605000000000018 -0.087894999999999987 0.0016850000000000001 0.30601500000000009 0.11930500000000001 0.10625000000000001 0.11975000000000001 0.074650000000000008 0.095565000000000011 -0.10837499999999999 0.09141500000000001 0.090505000000000016 -0.10140999999999999 0.094695000000000015 -1.0000000180025095e-35 -0.094679999999999986 0.11198000000000001 -0.078154999999999988 0.097135000000000013 -0.09547499999999999 0.12029000000000002 0.086325000000000013 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 6 10 9 -4 -1 11 12 14 -13 15 16 27 18 19 -18 21 -21 -23 24 -16 26 -9 -6 29 -24
right_child=2 -3 3 -5 5 -7 -8 25 -10 -11 -12 13 -14 -15 23 -17 17 -19 -20 20 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035318006792386127 0.0034577363989459326 0.0026862035052863291 -0.00029490715893435094 -0.0015832851802405252 -0.0042920829856692416 -0.0029632799004298224 0.0026295050331859946 0.00021706906133841939 0.0034654959426043547 9.1906054438365339e-05 0.002634457350912227 -0.0042916550105807413 -0.0034241728542192345 -0.00026982341444559978 -0.0042923947023409221 -0.0041646443329374991 0.0026088872171241215 -0.0028340581613985234 -0.0034457634546435712 -0.0042916257035033462 0.0019003935359086959 -0.0042919480627699146 -0.0027276364427617429 0.0030723010780154421 0.0011900455067931268 0.0029331513062790999 -0.0041424856601144236 0.00018230029339060951 -0.0021553563640313387 0.00098495812213192238
leaf_weight=0.0039607680474915696 0.001233827946869325 0.0013808345496557637 0.0014220373765123639 0.001339803945629825 0.0016294874795619299 0.0024978413950123004 0.002293898241262581 0.0034620991527454237 0.0039656965729131235 0.0015581538347959611 0.0017882695598880885 0.0020737743724277271 0.0018864264117983689 0.0030809933368800557 0.0010594378706336735 0.0013577504228527984 0.0040351090249686082 0.0019534013993602875 0.0013307203702299644 0.0011625932238530255 0.0048128704461980467 0.0010902722876835478 0.0012302179738705689 0.0034625050018917145 0.0069319710685560301 0.0011120719979107463 0.0012133274812899941 0.0010037448737190147 0.0017975368544742585 0.01142568618860376
leaf_count=604 18 91 51 48 38 27 41 45 277 181 132 57 272 33 35 323 132 166 171 43 80 46 65 69 140 42 97 18 293 275
internal_value=0 -0.000878759 0.00012754 0.00166516 -4.73786e-05 -0.000122066 6.022e-06 -0.00131414 0.00247298 -0.00250872 -0.000107284 -0.000202813 -1.46856e-05 -0.00188782 0.000130555 -0.000260689 -9.22648e-05 0.000135486 0.000351246 0.000548972 0.000162713 -0.000337891 -4.21707e-05 0.00125195 0.000463227 -0.000174998 -0.000914286 -0.00258652 0.000278404 0.000624075
internal_weight=0 0.0126873 0.0658659 0.00672754 0.0591383 0.0579045 0.0554067 0.0113064 0.00538773 0.00551892 0.0531128 0.0513245 0.0461697 0.00515477 0.0442833 0.0328294 0.0314716 0.0288384 0.026885 0.0255543 0.0215192 0.0167063 0.0155437 0.0114539 0.00799141 0.0057875 0.00467543 0.00263323 0.0144534 0.0126559
internal_count=3910 1060 2850 376 2474 2456 2429 969 328 785 2388 2256 2166 90 1894 1650 1327 1271 1105 934 802 722 679 244 175 184 142 56 633 340
is_linear=0
shrinkage=0.00429114


Tree=851
num_leaves=31
num_cat=0
split_feature=2 1446 123 403 13 13 52 132 457 1 3 31 158 15 1 128 50 52 393 13 157 457 484 482 41 1 12 133 457 49
split_gain=0.00181015 0.00193709 0.00209574 0.00183894 0.00179466 0.00227923 0.00250087 0.00236435 0.00196076 0.00225078 0.00204173 0.0017229 0.00164984 0.0018693 0.00246563 0.00216923 0.00218718 0.00194752 0.00198157 0.00187225 0.00183856 0.00188957 0.00195355 0.00183296 0.0018078 0.00157224 0.00186963 0.00202408 0.0014693 0.00308986
threshold=0.099015000000000006 0.091660000000000005 1.0000000180025095e-35 -0.092224999999999988 -0.5337599999999999 -0.091849999999999987 0.11743500000000003 0.079995000000000011 -0.14786499999999997 0.10420500000000001 -0.5217799999999998 -1.0000000180025095e-35 0.084710000000000021 -0.095799999999999982 0.12958500000000003 0.086435000000000012 0.10119500000000002 -0.42985499999999993 0.087665000000000007 0.25430000000000003 -0.082104999999999984 -0.0015249999999999997 0.088465000000000016 0.09086000000000001 0.083975000000000008 0.076710000000000014 0.098355000000000012 -0.091614999999999988 0.084715000000000013 -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 -1 -2 6 -6 8 -7 10 -10 -5 13 14 19 16 17 -15 20 23 -19 -22 24 -13 25 26 27 -23 29 -29
right_child=1 -3 -4 11 5 7 -8 -9 9 -11 -12 12 -14 15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011105810143793339 -0.00098635890714071617 -0.0011584042902822325 0.00079214098912467625 0.0009281975611116223 0.00072970643761546329 0.00092983985726488756 -0.0006149376497424574 0.0007093553919382857 0.00039129471572307167 1.7664828456318462e-05 -0.00090282675350959133 -0.0007588832702757688 -0.00078182146836399975 -0.0011718461900179834 0.0011718778302177634 -0.0011720225961086186 -0.0011718299732431737 -0.00064922846713098533 -0.0011719194005719623 0.00078427927449838987 -0.00075122180283051436 -0.0010810205707302266 -0.00069280508464829597 0.00075610614301522606 -0.0011515433861695094 0.00053775229566575009 -0.0011721154749768147 -0.0011722187933357474 0.00088155522571335015 0.00033057913757335739
leaf_weight=0.0025810974521167642 0.0020780631539309971 0.0015773449215537019 0.0063724433590692789 0.0021523783386516717 0.012147933901005104 0.0021503106172531252 0.0022508755330505901 0.0051029973599625569 0.0020707920929225977 0.018615152305443416 0.0087303747842231213 0.014891396534054913 0.0050721141895344593 0.0016785049911689489 0.0012438745560388034 0.0021102269546062749 0.0019981087200244821 0.0037760924771959017 0.0016183208553073305 0.0013603184959407591 0.0027519761609795515 0.0015730174018688805 0.0028872033573534841 0.001183583354190886 0.0011536783035239742 0.025065669705682581 0.0014482807478266571 0.0021626303101811564 0.0046094559156131245 0.01429240218871719
leaf_count=382 13 55 172 109 143 11 42 92 7 207 404 252 262 118 35 143 252 129 75 8 56 146 68 9 37 279 41 28 34 301
internal_value=0 0.000123209 0.000157174 -0.000134997 8.10392e-05 0.000124474 0.000519507 -3.06414e-05 -0.000150268 -0.000229223 -0.000654719 -0.000107929 -0.00013247 -9.40849e-05 -0.000421934 -2.85362e-06 3.50945e-05 7.33629e-05 0.000107437 -0.00053564 0.000142106 0.000195519 0.0002445 -0.000647336 0.000298295 0.000332326 0.000118542 0.000201114 0.000296859 0.000133071
internal_weight=0 0.0610963 0.0595189 0.0956103 0.0531465 0.0510684 0.0143988 0.0366696 0.0315666 0.0294163 0.0108012 0.0930292 0.0908769 0.0858047 0.0186792 0.0671256 0.0650153 0.0630172 0.0613387 0.0174353 0.0597204 0.0559443 0.0531923 0.016075 0.0503051 0.0491515 0.0240858 0.0226375 0.0210645 0.016455
internal_count=3910 1146 1091 2764 919 906 185 721 629 618 411 2382 2273 2011 304 1707 1564 1312 1194 269 1119 990 934 261 866 829 550 509 363 329
is_linear=0
shrinkage=0.00117172


Tree=852
num_leaves=31
num_cat=0
split_feature=51 1 44 47 1 39 4 48 14 2 1374 484 0 52 0 52 0 0 4 43 42 52 0 12 16 15 4 0 16 150
split_gain=0.000596193 0.00107578 0.00121002 0.00100153 0.00110606 0.00103199 0.00135295 0.00112216 0.0011928 0.000998619 0.000897398 0.000939136 0.00151454 0.000880628 0.000860781 0.00141287 0.00110828 0.00101269 0.000925616 0.00173306 0.000823402 0.00093468 0.00111617 0.000800601 0.000777774 0.00128097 0.00132872 0.000905622 0.00104549 0.000815129
threshold=-0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11771000000000002 0.094385000000000011 0.084155000000000021 -0.034289999999999994 0.12738500000000003 -0.46879999999999994 0.09580000000000001 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.40891499999999997 -0.077944999999999987 0.086950000000000013 -0.082604999999999998 -0.084304999999999977 -0.49837999999999999 -0.52334499999999984 0.092395000000000019 0.11401500000000002 0.047345000000000005 0.096485000000000015 -0.50763499999999995 0.083185000000000023 -0.077679999999999985 -0.10783 -0.014099999999999998 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 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 2 3 4 10 6 -6 8 -8 23 -2 -12 -13 -1 15 16 17 24 19 -16 21 22 -20 -10 -14 26 -26 28 -28 -29
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 11 12 14 -15 18 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.00032569586693149217 -0.0043777211196853443 0.0025253728029673867 -0.0032544048538126276 -0.0026193297004203793 -0.002032781993381725 0.0033843498930393075 -0.0025620017219055557 -0.0024557249067680255 -0.00054123066446563103 0.0029289659018059922 -0.0038123601437903454 0.0032050142244911374 0.0016358216637420858 -0.0043775515030988789 0.0026742511532270191 -0.0041869553320642511 -0.0037553745335672248 0.0017223786370302255 0.00055486430209010929 -0.0034500356420685912 -0.0019106227878837169 -0.0023931992077242952 0.0035424564725699014 0.0024020170083609033 0.00345257958104335 -0.0043774554142436556 -0.0017747535963131759 -0.0043773027059197563 0.0027156939441837146 0.00033886205587038866
leaf_weight=0.0015892448151211269 0.001002227891177653 0.0031960316657428925 0.0022154901625981429 0.0026241476807786759 0.0032485604700331896 0.0028173169666061417 0.0013358160544214561 0.0015950088618126293 0.0044406755299988276 0.0071271120319877923 0.0013241756076189928 0.0025398220240901914 0.0021797495057853588 0.0014664145001006537 0.0013396748308878159 0.0022034422589198846 0.0017957790278435573 0.0042133967848276841 0.0052212083324345709 0.0026094665554499121 0.0015568182686696028 0.001066053695691239 0.004426991101411204 0.0029445959709839542 0.0013697256881215411 0.0020149984411816932 0.0023243886651345136 0.0023033400978152013 0.0017345834139632574 0.0010099347872767339
leaf_count=65 46 157 62 100 252 249 24 14 82 185 450 24 49 80 8 541 251 99 179 69 196 53 39 63 47 168 59 226 16 57
internal_value=0 4.15969e-05 -7.08672e-05 3.22949e-05 0.000138132 0.000899078 0.000560693 0.00104369 0.00139588 0.00176019 -0.000285422 -0.000185954 -6.56318e-05 -0.0019314 -0.000287921 -0.000869676 -0.000483871 -0.000141313 0.000470622 -0.00137248 0.00106378 0.00149597 0.00192569 0.000632277 -0.000748304 -0.00123141 -0.000506261 -0.00124179 0.000144219 -0.00293975
internal_weight=0 0.0737805 0.0705845 0.068369 0.0657449 0.0235091 0.0206918 0.0174432 0.0158482 0.0145124 0.0422358 0.0412335 0.0399094 0.00305566 0.0373696 0.0211493 0.0189459 0.0171501 0.0162202 0.00394914 0.0122711 0.0107143 0.0096482 0.00738527 0.0129367 0.010757 0.00874197 0.00737225 0.00405897 0.00331327
internal_count=3910 3765 3608 3546 3446 869 620 368 354 330 2577 2531 2081 145 2057 1513 972 721 544 77 467 271 218 145 622 573 405 358 75 283
is_linear=0
shrinkage=0.00437696


Tree=853
num_leaves=31
num_cat=0
split_feature=1 1446 0 47 4 128 52 482 1373 457 133 52 0 39 48 4 15 4 2 2 1212 3 13 3 52 42 4 2 42 130
split_gain=0.00224753 0.0025547 0.00241339 0.0023196 0.0032137 0.00256825 0.00228905 0.00227048 0.0021823 0.00203245 0.00199149 0.00193922 0.00184848 0.00180568 0.00211637 0.00227335 0.00302905 0.00378389 0.00174129 0.00187037 0.00191914 0.00196244 0.00257831 0.00182371 0.00276904 0.00228095 0.00244679 0.00223761 0.00245273 0.00337457
threshold=0.087545000000000026 0.091520000000000018 -0.084074999999999997 0.087850000000000025 -0.23071499999999998 0.086435000000000012 0.078330000000000025 0.10234000000000001 0.09586500000000002 0.51789000000000007 -0.0056849999999999991 -0.092854999999999979 -0.089539999999999995 0.005105000000000001 0.12862000000000004 0.0014600000000000001 0.090505000000000016 -0.0010999999999999996 0.08400500000000001 0.084235000000000018 1.0000000180025095e-35 -0.115685 0.17936000000000002 -0.078669999999999976 0.11401500000000002 -0.090359999999999982 -0.52333999999999992 0.090050000000000005 0.088235000000000022 -0.072899999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 7 10 8 9 13 -1 -12 -13 14 15 16 17 -6 -4 -20 21 22 -21 27 25 -25 -27 28 29 -23
right_child=1 -3 18 -5 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 19 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0011007698315481848 -0.00089149873112150948 -0.0013045330320554627 -0.0011711688051823938 -0.00015814148355354669 0.00064074190914352144 -0.00086757244406340231 -0.0013198575467683977 -0.0011413823999416389 -0.0011275485034354107 -0.00079953166512653135 -0.0010908550839570377 0.00012713007853619595 -0.0013196608874897595 0.0011391101127001767 -0.00051650391474314611 0.00087731919637874182 -0.001319742952388529 -0.0010632115611108888 0.0013169250245232947 0.00087856364208841256 -0.0013197323218140603 0.0010896539865013653 -0.00052327065447078957 -0.0013201837064454572 -0.0013201887828482126 -0.0013204431307278287 0.00079562976797270795 -0.00103303263854618 0.0010334170306442844 -0.0013198328898519304
leaf_weight=0.0047752603456938649 0.0038041909132999754 0.0021854021624410072 0.0021168217665437075 0.03076882907248546 0.016408505752906415 0.0028264634478318831 0.004747407484031462 0.0015732383001321173 0.0014556152716522766 0.0019862735662172773 0.0033352324367683607 0.017436846592378426 0.0016863524159376258 0.0079453214606672873 0.0035831086820508054 0.01867849111180675 0.0019548094954604514 0.0026334014526128218 0.0019515184577585378 0.0086628082273705297 0.0018470031375841236 0.0014862862437894364 0.003102772072566041 0.0011896239943425266 0.0018279223671768827 0.0010482090339536407 0.010307970222964265 0.0065627045569982556 0.0026793285680621892 0.0031722866764631839
leaf_count=199 136 54 57 329 180 101 473 58 15 11 146 204 172 271 15 259 152 37 6 43 158 15 34 16 116 6 213 249 35 150
internal_value=0 0.000105794 -0.00019597 0.000138716 0.000284047 0.000359786 -0.00047432 0.000421492 0.000466487 0.00051011 -0.000326925 -0.000162385 -4.53149e-07 0.000560914 0.000454715 0.000542427 0.00024451 0.000405094 -2.26166e-06 5.41812e-05 -4.65021e-06 5.60133e-05 0.000508877 -0.000132434 0.000197131 0.000418204 0.00060031 -0.000473215 2.7462e-05 -0.000551102
internal_weight=0 0.0958037 0.0779364 0.0936182 0.0628494 0.0590452 0.0319811 0.0562188 0.0546455 0.0531899 0.0272337 0.0224584 0.0191232 0.0512036 0.0432583 0.0396752 0.0209967 0.0190419 0.0459553 0.0438384 0.0418869 0.0400399 0.0117656 0.0282743 0.0143737 0.0125458 0.0113562 0.0139006 0.0073379 0.00465857
internal_count=3910 1618 2292 1564 1235 1099 1194 998 940 925 721 522 376 914 643 628 369 217 1098 1041 1035 877 77 800 351 235 219 449 200 165
is_linear=0
shrinkage=0.00131955


Tree=854
num_leaves=31
num_cat=0
split_feature=4 11 48 14 453 48 0 40 48 158 13 52 12 132 43 0 15 1 4 151 457 15 42 1375 51 51 4 42 43 15
split_gain=0.00247081 0.00260097 0.00248626 0.00299703 0.00213439 0.00201695 0.00308126 0.0027187 0.00234203 0.00223971 0.0025227 0.00340041 0.00248817 0.00337253 0.0024029 0.00231595 0.00208617 0.00192388 0.0027077 0.00229831 0.00213938 0.00229801 0.00257933 0.00288373 0.00186675 0.00183235 0.00168152 0.0031249 0.00310411 0.0024921
threshold=0.28937500000000005 0.08184000000000001 0.11930500000000001 -0.46879999999999994 1.0000000180025095e-35 0.016865000000000002 0.047345000000000005 -0.08347499999999998 0.084500000000000006 0.085745000000000002 -0.094679999999999986 0.11588000000000002 0.051320000000000005 0.080815000000000012 0.24789500000000006 -0.084304999999999977 -0.11399999999999998 0.14000500000000002 -0.013929999999999998 0.085710000000000022 -0.0034949999999999994 -0.18057999999999996 -1.0000000180025095e-35 -0.42089999999999994 -0.0093849999999999992 0.13881000000000002 -0.083329999999999987 0.095385000000000011 -0.074254999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 25 9 7 -7 -9 10 11 14 13 -12 15 16 -1 18 -10 20 -20 -22 -23 -24 -25 -5 -14 29 -29 -28
right_child=2 -3 -4 4 -6 6 -8 8 17 -11 12 -13 26 -15 -16 -17 -18 -19 19 -21 21 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0011920475803574859 -0.00057896698039308864 -0.0010889248478754515 -0.00077648196898753125 0.00099872138534207568 -0.00086427533598818775 0.0012126722064339059 0.0010874538110866589 0.0010262138521709835 -0.00090832562962203482 -0.0010406366569989313 -0.00028196662917818056 -0.0012198501583849095 -0.00026603770539431891 0.0011728091150647346 -0.00072024047719965135 0.0010235507949995079 -0.00025017087646295936 0.00086465753240664005 -0.0010203136864191053 0.00087433707951060371 -0.0011482627627571935 -0.0011563578252013443 -0.00065138113779013404 -0.00077443279040842927 0.00057105690870813089 -0.00060334163415526397 -8.764387740481421e-05 0.00051393147303811066 -0.0011756654556307135 -0.0011565006641940886
leaf_weight=0.0018828157499228828 0.0038611082576345259 0.0060484662403510461 0.0035026975579626187 0.0097695372717137019 0.0012374224861559932 0.0020723289749611231 0.0031654271629690802 0.0021575804368012532 0.0093902006656136905 0.0069508780263625161 0.027987337679014956 0.0027309480488959528 0.014492972585557595 0.0025870949187947181 0.0032062750176251589 0.006077477329654358 0.0071538595556432947 0.0021003864433737354 0.0047134297604358713 0.0028778657496104634 0.0028987114881386866 0.0025261374800606964 0.0050030969663339411 0.0017310784496302719 0.013353137683427729 0.0011902235664820191 0.0038732787496709156 0.0047212079278402541 0.0024568270641962533 0.019881858578799871
leaf_count=7 55 160 38 320 8 62 41 25 113 272 260 47 408 30 25 28 89 20 65 23 72 55 17 20 167 5 56 42 295 1085
internal_value=0 -0.000304574 0.000154094 0.000357075 0.000653385 -0.000274161 -7.8102e-05 -0.000153669 -0.000214234 -0.000372168 -0.000324292 4.91507e-05 -0.000427732 -0.000158869 0.000238315 0.000441661 5.03192e-05 -0.00027425 -0.000330544 -0.00016665 -0.000265765 -0.00012636 4.63245e-06 0.000150636 0.000416647 0.000824738 -0.000608693 -0.000769235 -6.43671e-05 -0.000982223
internal_weight=0 0.162041 0.019561 0.0160583 0.0121972 0.155992 0.0519894 0.048824 0.0467516 0.104003 0.097052 0.0210514 0.0760006 0.0305744 0.0183204 0.0151142 0.00903668 0.044594 0.0424937 0.0331035 0.0302256 0.0255122 0.0226135 0.0200873 0.0150842 0.0109598 0.0454261 0.0309332 0.00717803 0.0237551
internal_count=3910 3484 426 388 333 3324 680 639 577 2644 2372 196 2176 290 149 124 96 552 532 419 396 331 259 204 187 325 1886 1478 337 1141
is_linear=0
shrinkage=0.00121906


Tree=855
num_leaves=31
num_cat=0
split_feature=11 123 42 42 0 4 40 39 43 1365 160 150 133 474 148 158 4 1374 42 52 16 104 1375 150 150 160 133 157 4 402
split_gain=0.000600326 0.000633605 0.000638447 0.000991038 0.00110346 0.00106036 0.000833462 0.000795046 0.0010483 0.00089274 0.000872107 0.00136842 0.00171963 0.00125628 0.000873425 0.000857932 0.00080087 0.000826085 0.000816018 0.000847072 0.000785053 0.000760076 0.000781634 0.000776221 0.00106804 0.000978053 0.000754721 0.000714109 0.000712409 0.000688384
threshold=0.10553000000000001 -0.041524999999999992 -1.0000000180025095e-35 -0.082904999999999993 -0.10575999999999998 -0.083329999999999987 0.057150000000000006 0.085220000000000004 -0.044024999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0010099999999999998 0.084655000000000022 0.10530000000000002 0.086290000000000019 -0.51381999999999983 0.084470000000000003 0.10138000000000001 -0.42985499999999993 0.011450000000000002 1.0000000180025095e-35 -0.43271999999999994 0.095565000000000011 0.090695000000000012 0.097500000000000017 -1.0000000180025095e-35 -0.081279999999999977 -0.048489999999999991 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 -3 -6 -7 9 -9 10 11 -4 -13 -14 15 16 -12 18 19 -18 -15 22 -21 24 25 26 29 -22 -20 -24
right_child=-2 2 7 -5 5 6 -8 8 -10 -11 14 12 13 20 -16 -17 17 -19 28 21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031225254144661664 -0.0030441295072467928 0.0030093924445373501 0.0023004925065217932 -0.0032827710514609426 0.00076430326949828526 -0.0033984115312923279 0.00091344089767111123 0.0037299757579678174 -0.00057173711397322875 -0.0033610620469374046 -0.0021767138680791782 0.0025545504913792893 -0.0032569367161199726 -0.0028291848995588634 -0.0034004941343419759 -0.0027914652008338308 -0.0019660478461600234 -0.0025217246893330133 -0.0041251338271690741 -0.0013087376587187975 0.0034666205686674761 -0.0022692674375437575 -0.0032360754502291662 0.0032436902255125431 -0.0027951149750544916 -0.0025040842324391475 0.001685773985277824 -0.0010814154042006565 0.00013118573234045065 0.001301771336775209
leaf_weight=0.0010861731292104429 0.0011220386994317258 0.0014280205626135975 0.0019702841702837768 0.0024337147015767177 0.0033914169902371514 0.0031274624513863963 0.0010085343438390737 0.0022715880794867971 0.0016738283599799777 0.0013202034083796823 0.001767593186997366 0.0015803123564697161 0.005928384046354318 0.0012326802151361171 0.0010338551647919294 0.0013574230735100548 0.0016244432327245919 0.0013416069969149893 0.0010059984832975211 0.0019922361523185819 0.0011968811984246486 0.0011134208649652413 0.0010582529033171797 0.003311453463275881 0.0011307085550669163 0.0011032282407636975 0.023171287886697874 0.0011531394902277725 0.0019967971093652883 0.0012292992322819885
leaf_count=39 35 50 21 477 219 282 9 234 68 70 26 138 583 122 21 120 241 44 207 15 14 25 124 79 11 57 377 54 63 85
internal_value=0 -4.74956e-06 -5.06803e-05 -0.000948881 -0.000314627 -0.000945225 -0.002347 0.000112826 0.00190499 -7.7967e-06 6.94642e-05 -0.000866973 -0.00142964 -0.00209164 0.000345959 0.00043561 0.000540291 0.000660119 0.000770318 0.000943849 -0.000163388 0.00108243 0.00119553 0.00135644 0.00113077 0.00129789 0.00146264 0.00123493 -0.00129477 -0.000797499
internal_weight=0 0.0750402 0.0739541 0.0113891 0.00895543 0.00752741 0.004136 0.0625649 0.00394542 0.0586195 0.0572993 0.0130617 0.0110914 0.00951108 0.0442376 0.0432037 0.0418463 0.0400787 0.0387371 0.0357343 0.0035827 0.0341099 0.0329965 0.0310042 0.0276928 0.0265621 0.0254588 0.00235002 0.0030028 0.00228755
internal_count=3910 3875 3836 1037 560 510 291 2799 302 2497 2427 932 911 773 1495 1474 1354 1328 1284 1014 190 773 748 733 654 643 586 68 270 209
is_linear=0
shrinkage=0.00412451


Tree=856
num_leaves=31
num_cat=0
split_feature=15 50 15 158 13 403 52 151 43 132 403 483 457 49 14 43 3 13 15 42 454 43 13 3 1 1 47 3 3 15
split_gain=0.000638088 0.0010032 0.000939185 0.000933103 0.000870375 0.00114136 0.00103778 0.00115971 0.00125147 0.000893255 0.000918134 0.000780118 0.000744875 0.00129754 0.000675625 0.000628882 0.001069 0.00137088 0.00127046 0.000936565 0.000837553 0.00082562 0.00108499 0.000800658 0.000764647 0.000835814 0.00129801 0.000686178 0.00116523 0.00192274
threshold=-0.24219999999999997 0.11843500000000001 -0.19153499999999998 0.085745000000000002 -0.094679999999999986 -0.088854999999999976 0.11588000000000002 -0.083274999999999988 0.24789500000000006 0.092880000000000004 0.096520000000000009 0.083960000000000021 0.079020000000000021 -0.045004999999999996 -0.46879999999999994 -0.083684999999999996 -0.077894999999999978 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10770999999999999 -1.0000000180025095e-35 -0.074254999999999988 -0.0041499999999999983 -0.12817999999999996 0.086560000000000012 0.095575000000000007 0.093315000000000023 -0.069909999999999986 -0.10628499999999998 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 14 -2 4 6 -6 7 -4 -9 10 11 12 15 -14 -1 19 17 -17 20 -7 -18 -22 -23 -19 -24 -26 -27 28 -21 -30
right_child=2 -3 3 -5 5 9 -8 8 -10 -11 -12 -13 13 -15 -16 16 18 23 -20 27 21 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00070746856116918821 -0.0029999501659344293 -0.0023214523893413464 -0.0018714650679079949 -0.0021079297079636791 -0.0041247311849286917 -0.0018680721908884224 -0.0024265099080621657 0.0024152968052224316 -0.0019751120804342485 0.0023810331493897478 -0.0041247674764755332 -0.0033715950513975349 0.001787571110325693 -0.0018811599171558412 0.0031542521252240878 -0.0040617613380531745 -0.003246308958515084 -0.0018339511752036213 -0.0025828440696350065 0.0019903055553016501 0.0030283646240994687 -0.0034840200360818198 0.0027122892326969048 0.0024802732976382199 -0.0017067440767511476 0.0038257368000082035 -0.00099851164138696968 0.0032011786348393567 -0.0041251749742195918 0.0022225133272263647
leaf_weight=0.001014265244728918 0.0019168460045200222 0.0010251561918153129 0.001621549034458881 0.0036193609123026374 0.0012328524075254635 0.0023582895371088161 0.0013637870207694478 0.0090672039680850247 0.0012576720576422682 0.0023379989691143513 0.0010083054435965346 0.0012396252010384847 0.0073605114024619667 0.0021101042509101831 0.0032094856736386559 0.0032178139177569945 0.0010066416757581473 0.0019666039157577586 0.0030417739552044401 0.0038671386488502444 0.0020907398877074721 0.0012096669957086812 0.0023275003526430707 0.0011654710454767001 0.0028857031716285064 0.0017666520598424995 0.0020493968617536495 0.0019729370767365131 0.0018545899566517754 0.0014436850959285152
leaf_count=42 100 25 36 329 452 77 65 216 40 96 191 254 152 85 250 498 14 104 186 44 64 87 57 50 69 28 31 70 151 47
internal_value=0 0.00133859 -0.000153665 -7.15523e-05 4.57653e-05 -0.000205939 0.000982105 0.00137123 0.0018805 -0.000105873 -0.000232429 -0.000145088 -5.35526e-05 0.000970158 0.00222692 -0.000336833 -0.000734476 -0.00217106 -0.000177505 0.000449275 0.000371111 0.000666451 0.000184159 -0.000228593 0.000675593 -3.17466e-05 0.00123489 0.0010473 0.00045425 -0.00134673
internal_weight=0 0.00524891 0.0683604 0.0664436 0.0628242 0.049514 0.0133102 0.0119464 0.0103249 0.0482811 0.0459432 0.0449348 0.0436952 0.00947062 0.00422375 0.0342246 0.022728 0.00634989 0.0163781 0.0114966 0.0133363 0.0123297 0.0102389 0.00313207 0.00902925 0.00670175 0.00381605 0.00913835 0.00716541 0.00329828
internal_count=3910 317 3593 3493 3164 2807 357 292 256 2355 2259 2068 1814 237 292 1577 1188 652 536 389 350 336 272 154 185 128 59 312 242 198
is_linear=0
shrinkage=0.00412451


Tree=857
num_leaves=31
num_cat=0
split_feature=1456 1 3 38 12 11 2 52 151 3 12 402 13 150 0 133 160 13 15 47 3 11 47 9 2 1212 133 133 2 2
split_gain=0.0021812 0.00214059 0.00264604 0.00251835 0.00437515 0.00237901 0.00223155 0.00214899 0.00210914 0.00209282 0.00204584 0.00319615 0.00282296 0.00196868 0.00259177 0.00190939 0.00179266 0.00187454 0.00272369 0.00263182 0.00239846 0.00243881 0.00212879 0.00174461 0.00205543 0.00337601 0.00203154 0.00193672 0.00182862 0.00205218
threshold=-1.0000000180025095e-35 0.10113500000000002 -0.12008499999999998 0.13584500000000002 -0.071274999999999991 0.08184000000000001 0.11635500000000001 -0.42985499999999993 -0.40391999999999995 0.10223 0.094045000000000004 -0.47918499999999992 0.14810000000000004 0.083295000000000022 -0.077944999999999987 0.032270000000000007 -0.079234999999999986 -0.057284999999999996 0.024640000000000006 0.096475000000000019 0.12046500000000002 0.095930000000000015 0.094425000000000009 -0.016839999999999997 1.0000000180025095e-35 -0.50114499999999984 -0.097724999999999992 0.10064500000000001 0.084065000000000015 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 9 -6 -9 10 12 -12 23 14 -2 -16 -10 22 19 20 21 -19 -18 -4 25 -25 -26 28 -28 -30
right_child=1 3 6 -5 7 -7 -8 8 16 -11 11 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.00078153388410946451 -0.00067249792487201164 0.001139188573727176 0.0012694437854907658 -0.0012608478571073077 -0.0012684167307107574 -0.0008097821287666448 -0.0011012941642147939 -0.0011109310380341083 -0.00031865854487790011 0.00034182586521388911 0.0009040904342567616 -0.0012688011277373875 0.00080964203676969727 0.0012604544532932044 0.00077917307862444124 -0.00029256747973799172 0.0011305049062467563 0.0012084747671891416 -0.00059510548980665602 -0.00023293741134333202 -0.00024653654210113622 -0.00030649363671723142 0.00014125759863962988 0.00095808867872429059 -0.0012685338722365081 -0.0011340924480298647 0.00060156820197290999 -0.0012685545492780068 -0.00050667778351266011 5.1489591405622385e-05
leaf_weight=0.0061453350659013131 0.0039560269722045379 0.0072392224401056629 0.0012066420584346807 0.0019292500123810888 0.0018057786595306871 0.0029475596338812684 0.0043349871597158076 0.0020965539559369964 0.0093760972598317949 0.011256576809955732 0.0013275338116613966 0.0060587553228543803 0.0043779938860950543 0.0036030402677624798 0.010021948523956329 0.0036471768717092337 0.0075882650652943084 0.0092481241423456595 0.0067653813446213453 0.0088366940949526906 0.0037078492928230853 0.0020968820857660839 0.0064937826409732224 0.0014654233322062291 0.0026128282508501846 0.0080894143867489277 0.0057522268333123341 0.0022729374057401932 0.016945350330697551 0.028278534858127813
leaf_count=369 63 299 13 9 113 62 152 22 104 58 6 449 35 18 45 30 111 119 42 50 20 18 36 10 214 353 76 161 566 287
internal_value=0 -1.34934e-05 -0.000116275 0.000167267 0.000209489 0.000257943 -0.000212541 9.34803e-05 0.000137232 -0.000169563 -0.000242999 -0.000878268 -0.000176912 0.000406197 0.000231565 0.000493213 0.000185591 0.000291273 0.00011531 0.000316495 0.000639036 0.000928465 0.000674324 -0.000241741 -0.000269616 -0.000813215 -0.000176636 -0.000123059 -7.19832e-05 -0.000157655
internal_weight=0 0.185339 0.118155 0.0671839 0.0652546 0.0241758 0.0939792 0.0580154 0.0562096 0.0896442 0.0783876 0.00738629 0.0710014 0.0212282 0.0176252 0.0136691 0.0541131 0.044737 0.0306549 0.0238895 0.0150529 0.011345 0.014082 0.0666234 0.0654167 0.00955484 0.0558619 0.053249 0.0509761 0.0452239
internal_count=3910 3541 2598 943 934 218 2380 635 522 2228 2170 455 1715 156 138 75 500 396 249 207 157 137 147 1680 1667 363 1304 1090 929 853
is_linear=0
shrinkage=0.00126831


Tree=858
num_leaves=31
num_cat=0
split_feature=1213 475 4 482 31 1348 11 14 3 133 13 39 52 42 0 1 2 52 13 0 13 13 42 475 133 0 0 457 44 42
split_gain=0.00252207 0.00348642 0.00248584 0.00266226 0.00252831 0.00233997 0.00283652 0.00298801 0.00274906 0.00251522 0.00340276 0.00343916 0.00343883 0.00304402 0.00288164 0.00270063 0.00342647 0.00255251 0.00235155 0.00233229 0.00217067 0.00262508 0.00222574 0.00269159 0.00235597 0.00229163 0.00342073 0.00390863 0.00308201 0.00386064
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.51224500000000017 0.092060000000000017 -1.0000000180025095e-35 0.093200000000000019 0.088160000000000002 0.077685000000000018 -0.14218999999999996 -0.26719999999999994 -0.091229999999999992 0.005105000000000001 0.11588000000000002 -0.0060199999999999993 0.12500000000000003 0.08844500000000001 0.091525000000000009 -0.42985499999999993 -0.084184999999999996 -0.017269999999999997 -0.083514999999999992 -0.076679999999999984 1.0000000180025095e-35 -0.071179999999999979 0.092000000000000012 -0.017269999999999997 -0.15291499999999997 -0.0015249999999999997 0.13998500000000003 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -10 12 14 15 19 17 16 -11 -12 -19 -13 -20 -22 23 -23 -24 26 27 -25 29 -28
right_child=2 -3 -4 -5 5 -7 -8 -9 9 10 11 13 -14 -15 -16 -17 -18 18 20 -21 21 22 24 25 -26 -27 28 -29 -30 -31
leaf_value=0.0013463422567694906 0.0013470176113029137 -0.0011751905327928695 0.0012006917088882561 -0.001258325771884225 0.00053751382060924645 0.0013342409140098595 -0.00079512974569427867 -0.0011040178200360045 -0.0011915066396143527 -0.00087819219262826194 -0.0013461814143657614 -0.00066585450356788489 -0.00068014462407238116 0.0010892811141700793 -0.0013372957206314558 0.0010289232291175409 0.00052076331896910963 -0.0011460125469280897 0.00079777018121044362 0.00076923350996224217 -0.0013460660707090941 0.00073440305179935876 0.0006519237103970758 -0.00082760027047646691 -0.0013017338747208001 0.00088832270758210303 1.4762837387865565e-06 0.00029280205950161321 0.0013476701696216119 -0.0011239608692203613
leaf_weight=0.0011698967427946627 0.0024539283518549828 0.0065825986258261074 0.0030160853717759997 0.0031480142738953268 0.016820898584192889 0.0022546665275626756 0.0087007515428894067 0.0043843538789189998 0.0033388218512566672 0.0041101755772672268 0.0032384272168890496 0.0051287962577930557 0.004963518528199983 0.0073537795562543798 0.0040182157618531269 0.011842662952858518 0.013890805097616976 0.0039378069828721598 0.0047927431748355778 0.0034192291786894202 0.003114982172633062 0.0052948385274547141 0.010703307937191653 0.0076915135307444862 0.0012486695442870408 0.0029519723978808218 0.0080122756223159897 0.021154588023151163 0.001302858357121294 0.017763182048557979
leaf_count=4 74 588 167 153 145 31 132 87 189 49 198 52 66 139 28 127 33 322 45 4 214 59 85 33 194 42 183 111 2 354
internal_value=0 -0.000794677 -1.14885e-05 -3.10358e-05 -1.00256e-05 -2.83798e-05 -4.55261e-05 -7.26839e-06 2.16823e-05 -3.64444e-05 -1.00178e-05 -0.000125042 0.000357213 0.000454382 -0.0002218 0.000529744 0.000201339 -0.000172656 -0.000129454 -9.18161e-05 -8.18171e-05 -0.000135019 -8.54629e-05 -0.000184787 0.000447818 -0.000267451 -0.000328459 -5.94159e-06 -0.000672031 -0.00077412
internal_weight=0 0.0077525 0.190052 0.187036 0.183888 0.181434 0.179179 0.170478 0.166094 0.149273 0.145934 0.111127 0.0348072 0.0159018 0.0952254 0.0298436 0.018001 0.0912072 0.0879687 0.00854803 0.0840309 0.0792382 0.0761232 0.0641712 0.011952 0.0588764 0.0559244 0.0288461 0.0270783 0.0257755
internal_count=3910 592 3318 3151 2998 2924 2893 2761 2674 2529 2340 2065 275 195 1870 209 82 1842 1644 56 1322 1277 1063 784 279 725 683 144 539 537
is_linear=0
shrinkage=0.00134594


Tree=859
num_leaves=31
num_cat=0
split_feature=1213 403 453 4 11 48 14 1456 403 457 474 48 0 43 16 393 16 393 130 49 158 4 0 43 15 13 133 43 0 12
split_gain=0.00059664 0.000671366 0.000599088 0.000761782 0.00150484 0.000723868 0.00109123 0.000667343 0.000700341 0.000655942 0.000617377 0.000622672 0.0009397 0.000843982 0.000881293 0.000768089 0.000761858 0.000728631 0.000615545 0.00110783 0.0011382 0.000977998 0.000839982 0.000690848 0.00132508 0.00124661 0.000954952 0.00073944 0.000736859 0.000627815
threshold=-1.0000000180025095e-35 -0.088229999999999989 0.096095000000000014 0.28937500000000005 0.08184000000000001 0.11930500000000001 -0.46879999999999994 -1.0000000180025095e-35 -0.084084999999999979 0.51789000000000007 0.09018000000000001 0.016865000000000002 0.047345000000000005 -0.049504999999999987 0.0054700000000000009 0.087665000000000007 -0.17157499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.052649999999999995 0.085745000000000002 0.15927500000000003 -0.19631499999999999 -0.15426499999999996 0.090505000000000016 0.17936000000000002 0.084285000000000013 0.14198000000000002 -0.017269999999999997 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -9 10 11 15 13 -13 16 17 -15 18 -10 29 21 22 -21 25 26 -24 -25 -28 -27 -20
right_child=2 -3 -4 5 -6 -7 -8 8 9 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.00026076629199016052 -0.0021734245573569173 -0.0038868119896927743 -0.0026471579751892282 -0.001202410546070364 -0.0032468294665653165 -0.0017196456184043621 0.0026215697383439904 -0.002584545191701064 -0.0021986196436304269 -0.0026898112162343228 -0.002455121395829085 0.0020093142852741206 0.0038363443652647189 -0.0015344171958814059 -0.0026139209674786541 -0.0032408352111649107 0.0010115167343938997 0.0028597916330743993 -0.0034163129487625793 0.0031036884691145951 -0.0030538906812041032 0.0026478368748816573 0.0035656006034779052 0.00054238292457867057 -0.003887048242929484 -0.0028117791809031015 -0.0034410286197136971 0.00049493833534247275 0.0012251003776048883 -0.00026376878765274945
leaf_weight=0.0010998254003622421 0.0019859122583701918 0.0012706493708831692 0.001250076497925078 0.0014645089406224443 0.0021774094473219199 0.0010660788409637689 0.004895376903044645 0.0014136200450010064 0.0018324522494443931 0.0011742068272724273 0.0012498949796997385 0.0047998296166285028 0.0014959076470830715 0.0022367994306478076 0.0015876571262012371 0.0010674709351050629 0.0086095211407117844 0.0013934484747721845 0.0019127108740857315 0.0015089372093086547 0.0013767108043549739 0.0030308778922289994 0.0021950201801246251 0.012120458506784022 0.0014079612716186842 0.0011061646032639594 0.0018398087098341351 0.001185674662792735 0.0017855490241345251 0.0019042289328581319
leaf_count=106 326 486 36 54 157 27 325 434 80 16 138 230 39 27 46 55 156 21 105 17 94 33 27 363 198 44 234 9 6 21
internal_value=0 -0.00196247 1.96746e-05 6.74194e-05 -7.26278e-05 0.0012442 0.00174101 4.21421e-05 0.000117697 0.000184924 0.000245584 0.000307638 0.000881469 0.000624984 9.0597e-05 6.30828e-06 0.000486478 0.000106488 -9.04865e-06 0.000118837 0.000390646 0.000571778 0.000299968 0.000104473 -0.000280471 0.00135721 5.47956e-05 -0.00189854 -0.000319124 -0.00184354
internal_weight=0 0.00237047 0.0710743 0.0698242 0.0623982 0.00742596 0.00635989 0.0602208 0.0582349 0.0568213 0.0556471 0.0543972 0.0187297 0.0172338 0.012434 0.0356675 0.0108463 0.0346 0.0332066 0.0313741 0.0275572 0.0261805 0.0231496 0.0216406 0.0165539 0.00508673 0.0151459 0.00302548 0.00289171 0.00381694
internal_count=3910 592 3318 3282 2876 406 379 2719 2393 1959 1943 1805 498 459 229 1307 183 1252 1231 1151 1025 931 898 881 804 77 606 243 50 126
is_linear=0
shrinkage=0.00388662


Tree=860
num_leaves=31
num_cat=0
split_feature=39 51 1 38 123 0 1348 14 3 484 457 453 15 155 483 401 393 1455 43 128 1210 49 130 43 4 43 3 0 150 3
split_gain=0.00216939 0.00372187 0.00254483 0.00285038 0.00239098 0.00235934 0.00206653 0.002556 0.00257351 0.00230766 0.00347763 0.00216835 0.00225054 0.00237521 0.00226096 0.00194413 0.00195565 0.00196892 0.00196693 0.00202757 0.00195753 0.00200706 0.00196392 0.00254647 0.0040072 0.00251096 0.00207855 0.00229761 0.00213028 0.00456464
threshold=0.005105000000000001 -0.40274499999999996 0.086245000000000002 0.13905500000000001 0.15255000000000002 0.024745000000000003 0.094400000000000012 0.077685000000000018 0.30601500000000009 -0.0043499999999999988 0.094310000000000019 0.091855000000000006 -0.46970499999999993 0.098655000000000007 0.083960000000000021 0.10072000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.40422000000000008 0.11637500000000002 -0.080884999999999985 -0.51429499999999984 -0.23515499999999998 -0.15109999999999998 -0.51381999999999983 -0.14252999999999996 -0.115685 -0.10071499999999999 0.090695000000000012 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=6 -2 5 4 -4 -3 7 8 9 10 -1 12 -11 14 15 16 -14 -18 19 20 -19 -22 -23 -24 -25 -26 27 -27 -28 -30
right_child=1 2 3 -5 -6 -7 -8 -9 -10 11 -12 -13 13 -15 -16 -17 17 18 -20 -21 21 22 23 24 25 26 28 -29 29 -31
leaf_value=-0.00099492552214600007 -0.0011722485047857335 -0.00094004809564359132 0.00086072416164546892 -0.0011721394102865651 -0.00098562246218827356 0.00038440178932426332 0.0011365511534426704 -0.00096824130142181524 0.0008788886924551056 0.0011719858608238449 0.00074987427245842896 -0.0011720181535002159 -0.0011718860772561371 -0.0011718650326746406 -0.0011152774137770083 -0.0011718352899681207 -0.0011719049299084106 -0.0011719563482269378 -0.0010485422744892468 -0.0011726689099035366 -0.0011721357884854657 -0.0011723721548618435 0.00054311839288217535 -0.0011723829733224496 -0.0011721747483304237 -0.00013870626458834906 0.00012126525063549326 0.000732541046705585 -0.0011299118491040025 0.00020705924659343363
leaf_weight=0.0077797674095432257 0.0022525621957072408 0.0031915211172304217 0.016236023262244714 0.0011269444948993615 0.0010236533071292788 0.004381941217388885 0.0019030968288973318 0.0044441603623184269 0.0038507911903806749 0.002081831692976265 0.0019643523109884597 0.0023504075428206752 0.0019276418535270059 0.0025681980896443682 0.0026137606753984235 0.0019696083378919474 0.0018886715894161901 0.0017275666726135333 0.0022725592166938915 0.0018352731885755693 0.0017253237260774759 0.0016447844658813429 0.016699457839859377 0.0035494864581764171 0.0021131192000396473 0.0060093094491548973 0.073310803804220753 0.013472547836755652 0.0061973529387842072 0.0080732858292549281
leaf_count=534 20 61 352 4 5 17 25 115 134 27 21 30 72 181 106 168 115 113 91 32 11 20 138 24 17 39 1198 78 119 43
internal_value=0 0.000272521 0.000397884 0.000633334 0.000751219 -0.000173733 -7.77515e-05 -9.11817e-05 -6.79288e-05 -9.0191e-05 -0.000643185 -5.52082e-05 -3.79024e-05 -5.47393e-05 -3.52263e-05 -1.56788e-05 3.07316e-07 1.63874e-05 3.25764e-05 5.05944e-05 6.72832e-05 8.34047e-05 9.99319e-05 0.000116101 5.28415e-05 9.26753e-05 0.00011764 0.000463799 4.06392e-05 -0.000373551
internal_weight=0 0.0282126 0.0259601 0.0183866 0.0172597 0.00757346 0.173973 0.17207 0.167626 0.163775 0.00974412 0.154031 0.151681 0.149599 0.147031 0.144417 0.142447 0.14052 0.138631 0.136358 0.134523 0.132795 0.13107 0.129425 0.112726 0.109176 0.107063 0.0194819 0.0875814 0.0142706
internal_count=3910 459 439 361 357 78 3451 3426 3311 3177 555 2622 2592 2565 2384 2278 2110 2038 1923 1832 1800 1687 1676 1656 1518 1494 1477 117 1360 162
is_linear=0
shrinkage=0.00117172


Tree=861
num_leaves=31
num_cat=0
split_feature=1 0 52 39 49 133 49 48 52 12 1429 3 48 4 50 2 52 48 2 16 151 49 13 13 133 47 403 52 0 128
split_gain=0.000620344 0.000835992 0.00100729 0.000779446 0.000776263 0.000840196 0.00079737 0.0010106 0.000697844 0.00107889 0.000935018 0.000697576 0.000927028 0.00128247 0.00122822 0.00135281 0.00121596 0.00101283 0.000680417 0.000765368 0.00126934 0.000944104 0.000654303 0.000648081 0.000617978 0.000616372 0.00075779 0.000692741 0.000590069 0.000924672
threshold=0.087545000000000026 -0.084074999999999997 0.078330000000000025 0.005105000000000001 -0.085974999999999982 -0.0056849999999999991 -0.075429999999999983 0.084500000000000006 -0.0025949999999999997 0.086935000000000012 0.08401500000000002 0.16699000000000003 0.12675000000000003 -0.23071499999999998 0.11515000000000002 0.089910000000000004 0.024145000000000003 0.085090000000000013 0.12168500000000002 0.050115000000000007 -0.0088999999999999982 -0.080034999999999981 -0.42334499999999992 -0.094679999999999986 -1.0000000180025095e-35 0.085165000000000018 0.088825000000000015 0.11401500000000002 -0.10575999999999998 0.086435000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 -6 -7 8 10 -10 -8 12 13 -2 15 17 -14 23 19 20 21 -17 -13 -15 -25 26 27 -3 -26 -30
right_child=3 25 -4 -5 5 6 7 -9 9 -11 -12 22 16 14 -16 18 -18 -19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.0033587873258815394 -0.0038107614927765142 0.00028979510150054053 -0.003810827152982118 0.001450855097614309 -0.0030456371965667936 0.0025430439685657667 -0.0037135319726127919 -0.0038108088687411408 0.0031089440641742191 -0.0017489194089898249 0.0012767227957583584 -8.9069392422724575e-05 -0.0038112148338865412 0.0021091941606538158 -0.0038106809251808919 0.0029968180230875354 0.00060603901388686209 -0.0031913378418531755 0.0038107932003551468 -0.0016236214310849668 0.0028597469791656147 -0.0011931345613192027 0.0038106766546249439 -0.0027781708439314052 0.0016134389785701091 0.0026676756822589178 -0.0033424458409278077 -0.0025699613790347697 4.5341354244263994e-05 -0.0038111548045251238
leaf_weight=0.0014413847460827975 0.0011547747992821612 0.01583969876381186 0.0018393658957428513 0.0067747383430964972 0.0014228028082881048 0.0015933424774630138 0.0011751081578954574 0.001089664602310858 0.00193347769524887 0.0010108173135070508 0.0010169174939149705 0.0011838219360633673 0.0021060734874254186 0.0018517130743198615 0.0010187012241389395 0.0010629641592458956 0.0015863320759308408 0.0015998900330629348 0.0015122011129165011 0.0013293010903776556 0.0045557597713283809 0.0029415425645069604 0.0013225298721750703 0.0013156172088395488 0.002454928108704733 0.0012293924541673098 0.0010012524218612198 0.00133339042516356 0.0056740610466148363 0.001073488446679427
leaf_count=50 127 757 473 368 186 13 207 94 49 55 67 71 51 38 111 17 15 39 61 21 65 53 79 119 16 40 113 188 309 58
internal_value=0 -0.000438833 -0.00120635 0.000271381 -0.000757939 -0.000352316 0.00013776 -0.000477795 0.0002293 0.00144117 -0.00139847 3.45775e-05 -0.000120609 0.000119724 0.000291714 0.000456431 -0.00191347 -0.000338466 0.00143036 0.00106637 0.00148409 -8.09453e-05 0.00196871 3.05202e-05 -0.000335431 5.65094e-05 -0.000120121 6.77517e-05 1.37915e-05 -0.000568201
internal_weight=0 0.0319266 0.0125229 0.0405184 0.0106835 0.00924213 0.00781933 0.00622599 0.00513632 0.0029443 0.00219203 0.0337437 0.0312373 0.0275449 0.0263902 0.0253715 0.00369241 0.0139697 0.0114018 0.00988957 0.00856027 0.00400451 0.00250635 0.0123698 0.0105181 0.0194037 0.0181743 0.0171731 0.00920248 0.00674755
internal_count=3910 2292 1194 1618 721 671 485 472 378 104 274 1250 1100 1034 907 796 66 579 217 156 135 70 150 540 502 1098 1058 945 383 367
is_linear=0
shrinkage=0.00381041


Tree=862
num_leaves=31
num_cat=0
split_feature=2 123 52 160 128 9 41 159 50 123 0 1 50 12 49 15 4 12 15 1429 457 0 156 48 1 44 13 16 51 148
split_gain=0.00200451 0.00217372 0.0019559 0.00178934 0.00169345 0.00229423 0.00229109 0.00219161 0.0021395 0.00206725 0.00203119 0.00250334 0.00259562 0.00272568 0.00478905 0.00229763 0.00255421 0.00215438 0.00210933 0.00186989 0.00196234 0.00186345 0.00163174 0.00161953 0.00304257 0.00195494 0.00227586 0.00257524 0.00188865 0.00211073
threshold=0.099015000000000006 1.0000000180025095e-35 -0.42985499999999993 0.31473500000000004 0.086435000000000012 0.094575000000000006 0.078535000000000008 0.10497500000000001 0.10119500000000002 0.092515000000000014 -0.077944999999999987 0.12263000000000002 0.099470000000000017 0.086935000000000012 -0.18178499999999997 0.099325000000000011 -0.49837999999999999 0.086765000000000023 0.084050000000000014 0.084710000000000021 -0.066264999999999991 -0.10575999999999998 0.082150000000000015 0.12649500000000002 0.14071500000000001 0.088980000000000017 0.15641500000000003 0.15737500000000001 0.12664500000000004 -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=2 3 -1 23 5 6 7 8 9 10 11 12 13 17 -15 16 -12 18 19 20 -4 -6 -22 25 -25 26 27 28 29 -2
right_child=1 -3 4 -5 21 -7 -8 -9 -10 -11 15 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014570729892330544 -0.00069882582263721034 0.00090082075255932647 -0.0014572171681202536 0.0013025537156656937 0.00064631429212795295 0.0013536641275463195 -0.0011263766369744043 -0.0013042381663629448 -0.0013680696331552569 -0.001415834598513902 -0.00052443058733230062 0.0014575764101636276 0.0014325100418463182 0.0012219854550853709 -0.0011377807486810903 -0.0012694894559157712 0.00080284550279610353 0.0013933264768868792 -0.0014570748985003551 0.0012180185884984429 0.00011756608781033406 -0.0014486834194898316 -0.0011683387234737951 -0.00097985399246567164 0.0010641680796990368 -0.0014028037566162803 -0.00063203899207182619 -0.00029694419979537203 -0.00084939269881596172 0.0008050277850373635
leaf_weight=0.002386302066033962 0.0021695447938725456 0.0077565323550032863 0.0021055479103715405 0.0024231193417563182 0.0011829023152358786 0.002321549811632905 0.004498280268570908 0.0028944741213763328 0.0024018074250315982 0.0020491078235114193 0.0037548442302011145 0.0021362773225455092 0.0021036816287178786 0.0021642930044549766 0.011659061743256594 0.0015605129622962002 0.01705787194136122 0.0021933845504413787 0.0022572997928573804 0.0024686890686673726 0.023872736172031665 0.0037836708989571468 0.0022959856249329383 0.0071357620974410452 0.0019730881558643887 0.0016836739409882276 0.0060305201433124003 0.010014157104947685 0.0018549914493952704 0.022789423237396633
leaf_count=173 26 177 52 37 10 56 108 161 266 21 45 32 11 8 666 64 255 19 242 37 247 194 97 71 21 18 72 249 43 432
internal_value=0 0.000177947 -0.000154393 7.7955e-05 -0.000121589 -7.57855e-05 -0.000113723 -5.8825e-05 -1.38104e-05 2.80627e-05 6.71833e-05 -8.75668e-05 -0.000152137 -0.000220146 -0.000768317 0.000435548 0.00056339 -4.83469e-06 -9.77644e-05 2.04287e-06 -0.000104127 -0.000949712 4.74365e-06 2.26468e-05 -0.000537094 0.000137113 0.000197608 0.000333461 0.000568897 0.000674306
internal_weight=0 0.0638308 0.0971483 0.0560743 0.094762 0.0897954 0.0874739 0.0829756 0.0800811 0.0776793 0.0756302 0.053257 0.0511207 0.049017 0.0138234 0.0223732 0.0208127 0.0351936 0.0330003 0.030743 0.0282743 0.00496657 0.0261687 0.0536512 0.00910885 0.0445423 0.0428586 0.0368281 0.026814 0.024959
internal_count=3910 1146 2764 969 2591 2387 2331 2223 2062 1796 1775 1411 1379 1368 674 364 300 694 675 433 396 204 344 932 92 840 822 750 501 458
is_linear=0
shrinkage=0.00145689


Tree=863
num_leaves=31
num_cat=0
split_feature=15 480 50 31 15 3 1374 150 14 159 151 4 150 1 375 39 132 13 403 42 376 40 133 3 0 0 2 3 0 3
split_gain=0.00173238 0.00200323 0.00188276 0.00180226 0.0017312 0.00198174 0.00170053 0.00187958 0.00204191 0.00197557 0.00184103 0.00204772 0.00260792 0.00185211 0.00175559 0.00179178 0.00186395 0.00187986 0.00189574 0.00174956 0.0026718 0.00175733 0.00167484 0.00179527 0.00262712 0.00242473 0.00246215 0.00254444 0.0016308 0.00251984
threshold=-0.24219999999999997 0.08456000000000001 0.11843500000000001 -1.0000000180025095e-35 -0.19153499999999998 0.31335500000000011 0.086000000000000007 0.075065000000000007 0.077685000000000018 0.10519500000000001 0.10420500000000001 0.0057500000000000008 0.086420000000000011 0.10915500000000002 0.087245000000000017 0.13419 -1.0000000180025095e-35 -0.45122499999999993 -0.092224999999999988 -0.10770999999999999 0.048695000000000009 -0.080009999999999984 0.093130000000000004 -0.10628499999999998 -0.053834999999999994 -0.070894999999999986 -1.0000000180025095e-35 -0.089974999999999986 -0.082994999999999985 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 14 11 12 -9 -14 15 16 -6 -18 -19 -20 21 -21 23 -23 25 26 -25 -28 -29 -30
right_child=1 -3 -4 4 5 -7 -8 10 -10 -11 -12 -13 13 -15 -16 -17 17 18 19 20 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00073283352777461102 0.0012442251557711521 -0.0012435773147412212 -0.00068168784861011007 -0.0009525463618367849 -0.0011575040543402577 0.0012435536051757837 -0.00093688357867736374 0.00060460225389527837 -0.0012436887968193639 -0.00098241189785446036 -0.00073387757925935367 0.00075811362526707101 -0.00088342733805871166 0.00076619066399617134 -0.0012202023656728486 0.0010251971311418899 0.00083619229495256219 -0.0012435362862471065 -0.00088368276558532918 -0.00095271085900731315 0.0012323785422860729 0.00042745103396289957 -0.00074510263871921346 -0.0012436583370957503 -0.00089900531725967852 0.00084520045441000013 -0.0012437683606306743 0.00023918146257108166 -0.0012435904210616531 0.00097085625112068314
leaf_weight=0.0082593413033151819 0.0016863271009981409 0.0021480608783841495 0.001765952452615239 0.0032013330421540856 0.0022559190463287129 0.0018711466483694031 0.0032243433757059839 0.0061564355553400674 0.0023746004404365797 0.0035656658137850341 0.0025488395220634166 0.011422285623304163 0.0049611673026319636 0.001335639722498172 0.0018989287421860004 0.00250251532384027 0.0038505396405525963 0.0020177825820186781 0.0034701346999161933 0.0030333858626363499 0.0027056418135771301 0.015873849650048996 0.0041820161114962664 0.0025596317268536941 0.0051044918243477169 0.0051424463942240086 0.0022692151504699427 0.025248169570780448 0.0028285367438396691 0.0011048319302062737
leaf_count=292 63 257 25 96 300 64 85 79 92 191 41 112 111 35 24 20 12 336 144 22 29 157 186 46 130 70 78 558 249 6
internal_value=0 -5.27052e-05 0.000483666 -3.27819e-05 -4.97771e-05 -2.63773e-05 -4.59127e-05 -2.16518e-05 -0.000105616 -7.54589e-05 0.000270643 0.000377881 2.91264e-05 -0.000533521 -3.78766e-05 -1.11959e-05 -4.2962e-05 -1.12918e-05 -5.44909e-05 -2.18582e-05 2.08335e-05 -2.78402e-05 1.57821e-05 6.87003e-05 -5.99735e-05 4.9414e-05 -7.09107e-05 2.45338e-05 0.00012316 -0.000621581
internal_weight=0 0.130544 0.0100253 0.128396 0.126709 0.123508 0.121637 0.118413 0.0919883 0.0896137 0.0264244 0.0238755 0.0124532 0.00629681 0.086048 0.0841491 0.0816466 0.0793907 0.0755401 0.0735224 0.0700522 0.0673466 0.0643132 0.0601312 0.0442573 0.0391528 0.0340104 0.0314508 0.0291815 0.00393337
internal_count=3910 3593 317 3336 3273 3177 3113 3028 2650 2558 378 337 225 146 2367 2343 2323 2023 2011 1675 1531 1502 1480 1294 1137 1007 937 891 813 255
is_linear=0
shrinkage=0.00124344


Tree=864
num_leaves=31
num_cat=0
split_feature=2 123 13 13 132 52 41 4 15 15 457 160 4 128 484 133 16 3 43 47 42 42 13 13 0 2 52 1374 3 0
split_gain=0.000579429 0.000797045 0.000872143 0.000962679 0.00115552 0.000881282 0.000740146 0.000993844 0.00102497 0.000827766 0.000925778 0.000718663 0.00079359 0.00131656 0.000730195 0.000734394 0.000765901 0.00086806 0.000726854 0.00123712 0.000713994 0.00125138 0.000724321 0.000762547 0.00105688 0.00076751 0.000934671 0.000674393 0.00135468 0.000839067
threshold=0.099015000000000006 0.086020000000000013 -0.5337599999999999 -0.089899999999999994 0.079995000000000011 0.11743500000000003 0.080335000000000018 0.27608500000000008 -0.11739999999999999 -0.11399999999999998 -0.0015249999999999997 -0.091109999999999983 0.24280000000000004 0.086435000000000012 -0.0043499999999999988 -0.091614999999999988 0.070590000000000014 -0.10140999999999999 -0.26007999999999992 0.10436500000000001 0.10508000000000002 0.078965000000000021 0.17936000000000002 0.0024700000000000004 -0.073464999999999989 0.11230000000000001 0.12267000000000002 -0.094679999999999986 0.086245000000000016 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 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 5 20 -4 7 8 -1 -10 -11 -12 13 14 -13 -16 27 -18 -19 -20 21 22 23 24 25 -5 -27 -17 29 -29
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 11 12 -14 -15 15 16 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0024629352260678293 -0.0031295202814265784 0.0024961805570895153 0.0021223839725393067 0.0016613538054865474 0.0022977313814231473 -0.0013359448136722667 -0.0023844229349140066 0.0032913524521481609 0.0031080172822240122 -0.0025085144312927102 -0.0019262764943476524 -0.0027903081031061313 0.0032052442386108675 -0.0036629223078310912 -0.0018147191229315471 -0.0017202476954563137 -0.0036635767622606088 0.0018985431136379137 -0.0023372815285524619 0.001906740515484402 0.0021430939876483936 -0.003550144041542933 -0.0031325757948537074 0.0023770720953635617 -0.0032732273759010027 -0.0017587937718885679 0.0013750534014563606 -0.00052988018851553818 0.0033527956524815111 0.0012203704329283597
leaf_weight=0.0027030041310223121 0.0010174957972139955 0.0021877450370340048 0.0055633940904993287 0.0028238794351205243 0.0023232909596710974 0.0012019116595656243 0.0021733105842667291 0.001070387508164127 0.0010310300237961192 0.0022264083133749493 0.0025949590969067673 0.001107429216615329 0.0010524295099258998 0.0012817951696995058 0.0021568502506359435 0.0013488409008957083 0.001074168924191099 0.0017459094897276373 0.0027569903288675581 0.0013836832586200387 0.0012872823032905592 0.0018111306955481696 0.0011001579556673144 0.0015391873919305974 0.0014583121178883838 0.0036985290315243446 0.0019494337504220027 0.0059755261297213978 0.0027098675559500398 0.0095389154759002569
leaf_count=184 14 146 148 86 100 46 104 121 9 201 318 286 13 184 234 46 12 11 121 38 109 120 40 163 80 74 20 134 18 730
internal_value=0 0.000373801 0.000193649 0.000330232 -0.000112643 0.00150798 -0.000300642 -0.000192191 -0.000283834 -0.000128769 -0.000219077 -7.22986e-05 7.74255e-05 -2.84886e-05 0.00012785 0.000240487 0.000407548 -0.000635873 -8.33851e-05 -0.000919062 -0.000470061 -0.000703978 -0.000293875 -2.15827e-05 -0.000393377 0.000102349 -0.000677125 0.000778617 0.000963566 0.000546246
internal_weight=0 0.0279618 0.025774 0.0247565 0.0179912 0.00676531 0.0439315 0.0417582 0.0406878 0.0379848 0.0369538 0.0347274 0.0321324 0.03108 0.0297982 0.0286908 0.0265339 0.00696075 0.00588658 0.00414067 0.0156679 0.0143806 0.0125695 0.0114693 0.00993015 0.00847184 0.00564796 0.0195732 0.0182243 0.0155144
internal_count=3910 1146 1000 986 792 194 2764 2660 2539 2355 2346 2145 1827 1814 1630 1344 1110 182 170 159 692 583 463 423 260 180 94 928 882 864
is_linear=0
shrinkage=0.00366245


Tree=865
num_leaves=31
num_cat=0
split_feature=1 0 1446 39 51 133 52 52 48 16 52 15 403 52 1373 47 50 4 48 4 4 15 43 1 43 3 49 457 47 16
split_gain=0.00166332 0.00186906 0.00177561 0.00176235 0.00273955 0.00174078 0.00181057 0.00222781 0.00171231 0.00170018 0.00203699 0.00195306 0.00252227 0.00167223 0.00170274 0.00162582 0.00186791 0.0020011 0.00194687 0.00224483 0.0028409 0.00285059 0.0017196 0.00259354 0.00164733 0.00262982 0.00153759 0.00162095 0.00149226 0.00137204
threshold=0.087545000000000026 -0.070894999999999986 0.091520000000000018 0.005105000000000001 -0.40274499999999996 -0.090054999999999982 -0.11051499999999999 -0.081429999999999989 0.084500000000000006 -0.083564999999999987 0.086950000000000013 0.10043500000000001 -1.0000000180025095e-35 -0.42985499999999993 0.09586500000000002 0.09252500000000001 0.10625000000000001 -0.37626499999999991 0.12862000000000004 0.0051950000000000008 -0.0010999999999999996 0.090505000000000016 -0.074254999999999988 0.13837000000000002 -0.075819999999999985 -0.10315499999999998 -0.00064499999999999985 0.081330000000000013 0.084695000000000006 -0.53257999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 13 -5 -1 -7 -8 9 10 11 12 -9 -2 15 16 17 -15 19 20 21 26 24 29 25 -17 27 -19 -6 -24
right_child=2 -3 -4 4 28 6 7 8 -10 -11 -12 -13 -14 14 -16 22 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012192208904739253 -0.0012191331789916588 7.1155754771464803e-05 -0.0012081599349783576 -0.0012194145379275578 0.0010797061045350787 -0.0012191985071502971 0.00031154328176440408 -0.0012191465166553328 -0.0012193551257900048 -0.00078505347163400103 -0.0012192275694968061 -0.0012194158724000577 0.00069636898065330503 -0.001144548599356165 -0.0012193569165386191 0.00088803638982256922 -0.00087356550020157165 -0.00066223579808528054 -0.00052233189462671126 0.00069988945879442236 -0.00088587906255063406 -0.0012192188330856525 -0.00019561548267327519 0.00071632252989907604 0.0011086123354235675 -0.0012193416262758069 0.00082729702628475676 0.0008004439467465855 0.00022231738364787034 -0.0012193111818396766
leaf_weight=0.0032007658291339771 0.0015609531530316181 0.025347795491903469 0.0015449086391754454 0.0012309245585129256 0.0066209411889701641 0.0027752072010489562 0.0091443922127112387 0.0011847691759498975 0.0032763178393864214 0.006003750248378739 0.0016942096767667012 0.001213673460370047 0.0074166935625292699 0.0014381269521663844 0.0015119429938863496 0.0016621236134142237 0.0022409739448221435 0.0026743608383696946 0.0037163911264315166 0.018710141761523857 0.0035150016406362344 0.0015682441035647096 0.0031001241609089902 0.0019732311238840347 0.0022403262454417918 0.0018702223158868492 0.0085044591082379314 0.0019447322476651152 0.005541818141693966 0.0052250672907945273
leaf_count=353 162 424 54 9 293 216 117 132 137 618 209 8 78 26 22 10 117 48 20 259 59 143 21 18 6 47 133 25 61 85
internal_value=0 -0.000182295 8.58154e-05 0.000111828 0.000513653 -0.0003612 -0.000277238 -0.000189907 -0.000410474 -0.00025915 1.51832e-05 0.000228257 0.000432525 2.70152e-05 5.84421e-05 9.04369e-05 0.000210903 0.000268668 0.000318685 0.00040335 9.86119e-05 0.000334151 -0.00024172 -0.000540272 0.000290895 -0.000227728 0.000519776 -4.64178e-05 0.000689047 -0.000838109
internal_weight=0 0.0612576 0.078395 0.0768501 0.0133937 0.0359098 0.032709 0.0299338 0.0207894 0.0175131 0.0115093 0.00981514 0.00860146 0.0634564 0.0618955 0.0603835 0.0443124 0.0420715 0.0406333 0.0369169 0.0182068 0.0146918 0.0160711 0.0102984 0.00577267 0.00353235 0.0131236 0.00461909 0.0121628 0.00832519
internal_count=3910 2292 1618 1564 363 1868 1515 1299 1182 1045 427 218 210 1201 1039 1017 830 713 687 667 408 349 187 124 63 57 206 73 354 106
is_linear=0
shrinkage=0.00121906


Tree=866
num_leaves=31
num_cat=0
split_feature=1 0 52 0 2 3 11 49 133 49 0 42 159 42 43 4 0 49 49 3 49 47 14 48 52 0 16 0 43 1
split_gain=0.000567685 0.000787694 0.000921247 0.000704624 0.000854386 0.00108072 0.0015798 0.000692193 0.000720031 0.000655874 0.000919096 0.000610934 0.00071821 0.000796951 0.000693926 0.000683005 0.00106263 0.000597356 0.000879325 0.000728702 0.000712223 0.000679539 0.000791089 0.000681258 0.000568987 0.000806439 0.000551965 0.00105458 0.000743631 0.000535634
threshold=0.087545000000000026 -0.084074999999999997 0.078330000000000025 -0.017269999999999997 0.082715000000000025 0.082730000000000012 0.088160000000000002 -0.085974999999999982 -0.0056849999999999991 -0.075429999999999983 -0.099864999999999995 -0.090359999999999982 0.10519500000000001 0.091955000000000023 -0.24333999999999997 -0.52333999999999992 0.047345000000000005 -0.073619999999999977 -0.047309999999999998 0.10856000000000002 -0.0057999999999999987 0.084155000000000021 -0.46360499999999999 0.10990500000000002 -0.0025949999999999997 -0.15137999999999999 -0.055679999999999993 -0.066689999999999985 -0.075819999999999985 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 6 -6 -1 -9 -10 24 -3 13 15 -15 -13 -17 19 -19 -7 -20 22 -22 -23 25 -11 -2 -28 -29 -5
right_child=3 11 -4 29 5 17 -8 8 9 10 -12 12 -14 14 -16 16 -18 18 20 -21 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0031185292422642999 -2.600102754521192e-06 -0.0023368173187003627 -0.0035909840763419954 0.00023068585151512824 0.002590843563735875 -0.0030083638133586964 -0.0019879761461705546 -0.0027385438538950592 0.0022131641330664456 -0.0034783119271483134 -0.0035649708772914697 -0.0020193770591304741 -0.0026781403996762117 0.00012832929676152239 -0.0035910357147445611 0.00018455226190296561 0.0023061053080603417 0.0025356981556664089 -0.0017784375733261514 0.00038784053478150795 -0.0014061625399992663 -0.002979593016593611 0.0021237665195715212 0.00043501151699347463 0.0012314644332155624 0.0010409726995891874 -0.0035086624248802547 -0.0021080921969742639 0.0012060796352623619 0.0033013510049542177
leaf_weight=0.0013459262633812594 0.0084447442641755188 0.0012901308089636734 0.0016815277840960272 0.0013209616839517926 0.0054125479157844927 0.0016497018173140506 0.0011839988829045467 0.0013755200806908636 0.0014969880785429285 0.0010339385552473601 0.0010107255194935442 0.0010691469988124399 0.0010372031633893988 0.0015762079339936008 0.0010967024577497311 0.0082695528620306859 0.0048167055311196813 0.0020642858513113529 0.0023300372958559015 0.0016089123525375726 0.0010506821880795778 0.0011690233100463132 0.0037045827101422945 0.0021183688754575769 0.0028522556687278228 0.0010028016781404858 0.0020470274627815144 0.0015737354149720773 0.0019599611140304072 0.0016437662224970673
leaf_count=50 391 213 473 131 223 25 45 186 13 41 354 28 71 19 257 457 53 48 38 38 14 26 90 43 49 28 263 48 41 154
internal_value=0 -0.000400136 -0.00112992 0.000250059 0.00011266 0.0005495 0.001769 -0.00072092 -0.000353054 9.0561e-05 -0.000448026 4.9405e-05 0.000221722 0.000400454 -0.00139774 0.000739999 0.00096544 3.69669e-05 0.000395524 -0.00133152 -3.03958e-05 0.000476029 0.00134382 -0.00077925 0.000196355 -0.00125321 -0.000581656 -0.00145788 -0.00026989 0.00193319
internal_weight=0 0.0309553 0.0117997 0.0392823 0.0363176 0.0222921 0.00659655 0.0101182 0.00877223 0.00739671 0.00589972 0.0191556 0.0178655 0.0168283 0.00267291 0.0141554 0.0130863 0.0156956 0.012437 0.00325861 0.0103727 0.00804266 0.00475526 0.00328739 0.004889 0.00203674 0.0140255 0.00558072 0.0035337 0.00296473
internal_count=3910 2292 1194 1618 1333 590 268 721 671 485 472 1098 885 814 276 538 510 322 259 63 211 173 104 69 118 69 743 352 89 285
is_linear=0
shrinkage=0.00359063


Tree=867
num_leaves=31
num_cat=0
split_feature=133 133 1212 376 376 1 44 42 156 39 48 3 3 15 50 1 47 1 15 160 131 158 474 49 12 3 12 133 0 15
split_gain=0.000547296 0.000599239 0.00108146 0.00060373 0.00109504 0.000759489 0.00109994 0.000711636 0.0012238 0.00115079 0.00104235 0.000930886 0.000904212 0.00109228 0.000812966 0.00106762 0.00139415 0.00102037 0.00116973 0.0011877 0.000654987 0.000608123 0.000805837 0.000640832 0.00117662 0.000764992 0.0012514 0.00109196 0.00171149 0.00123521
threshold=-0.26719999999999994 -0.17468499999999998 -1.0000000180025095e-35 0.11605500000000001 0.088415000000000007 0.14000500000000002 0.085085000000000008 -1.0000000180025095e-35 0.013700000000000002 0.085220000000000004 0.12649500000000002 -0.088024999999999978 -0.089974999999999986 -0.047894999999999993 0.10625000000000001 0.12381000000000002 0.10887000000000001 0.10113500000000002 1.0000000180025095e-35 -0.078874999999999987 0.08103500000000001 0.085110000000000005 0.087950000000000014 -0.085974999999999982 0.085605000000000014 0.10223 0.096055000000000015 0.086975000000000011 -0.070894999999999986 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 4 5 6 7 8 11 10 14 12 13 -4 15 16 17 20 19 -19 21 22 23 24 -9 26 27 28 29 -25
right_child=1 2 3 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021688776737206726 0.002167087743893464 -0.0034513583181858274 0.0013256965154748476 -0.0025921982039496458 0.0033538099852335264 0.0018865159826113086 -0.0028161782469284854 -0.0032552014493314454 0.0022374033648514249 0.002326685313787223 -0.002192447526985242 -0.0028578760343170597 0.0022421909788471308 -0.0032092974353261625 -0.0026319705657206678 0.0026625405991816506 -0.0027870985275445835 -0.0008769683939123667 -0.0012729769949442133 0.0026931012843148432 -0.00245881234624568 -0.0021925271529409647 -0.0028265376556477133 0.00048296012977330869 0.00045126281616118683 0.0021720464526498451 -0.0029467186331323118 -0.0020346666049346398 0.0027424796465629511 -0.0034515440060538739
leaf_weight=0.0014005748201915127 0.0015008653301515898 0.0010875025922423278 0.0010385428193073754 0.0010372815140584626 0.0011813335204564615 0.002440012025753723 0.001697563944759394 0.0016232238760363052 0.0012311365189086043 0.0027546284340012042 0.0023828339400733247 0.0032203567120820953 0.0011360600463418136 0.0016183321971887654 0.0012161320586339111 0.0020458097320137361 0.0018899250251847013 0.0014005900687834583 0.0016710428873949468 0.005348426007110163 0.0012819845006877264 0.0013601316206046645 0.0010294585402328407 0.011550770505188251 0.0027457480905894727 0.0029029396533637444 0.0013389631184574915 0.0018127687141695761 0.0040338504999368916 0.0010355995311694963
leaf_count=238 60 256 82 28 48 114 41 48 74 221 57 323 74 225 232 54 77 23 37 218 150 161 115 281 43 44 110 293 69 114
internal_value=0 1.10746e-05 -3.86219e-05 1.9345e-05 6.23516e-05 -5.59076e-07 -7.8119e-05 2.47907e-06 -0.000936206 0.000159059 3.11183e-05 -0.00149331 -0.000334742 -0.00143662 0.000150755 0.000229326 0.000107989 0.000247798 0.00131215 0.00195222 -4.39735e-05 6.12057e-05 0.000170397 0.000284479 -0.000925817 0.000517678 0.000274782 0.00050879 0.000786205 0.000159231
internal_weight=0 0.0666138 0.0651129 0.0640254 0.0629882 0.0618068 0.0593668 0.0576693 0.00824443 0.0494248 0.0466702 0.00701329 0.00379294 0.00265688 0.0442874 0.0430712 0.0410254 0.0391355 0.00842006 0.00674902 0.0307154 0.0294335 0.0280733 0.0270439 0.00436897 0.0226749 0.019772 0.018433 0.0166202 0.0125864
internal_count=3910 3672 3612 3356 3328 3280 3166 3125 778 2347 2126 704 381 307 2069 1837 1783 1706 278 241 1428 1278 1117 1002 91 911 867 757 464 395
is_linear=0
shrinkage=0.00345121


Tree=868
num_leaves=31
num_cat=0
split_feature=14 3 1 42 52 51 0 16 157 0 16 2 16 403 0 48 4 160 15 159 50 42 4 42 159 0 160 0 16 4
split_gain=0.000530541 0.000645948 0.000790039 0.000972954 0.000971161 0.000968114 0.000892374 0.00101764 0.000892246 0.000793583 0.000756362 0.000876604 0.000944535 0.000969777 0.000842602 0.00125742 0.000819021 0.00107784 0.000801588 0.000789152 0.000766188 0.000697394 0.000660686 0.000656187 0.000663856 0.000586153 0.000883576 0.000767898 0.000526601 0.000512092
threshold=0.077685000000000018 -0.16059999999999997 1.0000000180025095e-35 -0.089744999999999978 0.11401500000000002 -0.082979999999999984 -0.089879999999999974 -0.50763499999999995 -0.077044999999999988 -0.017269999999999997 0.032820000000000009 0.087995000000000004 -0.15168999999999996 0.03138500000000001 -0.15007499999999999 0.12862000000000004 0.0057500000000000008 0.088785000000000017 -0.11739999999999999 -1.0000000180025095e-35 -0.078179999999999986 0.099565000000000015 0.05309500000000001 0.091955000000000023 0.10276500000000001 -0.060094999999999989 0.086620000000000016 -0.083424999999999985 -0.018539999999999997 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 29 10 11 12 18 22 15 16 -13 -18 -10 -16 -12 -22 -14 24 25 26 27 -8 -9 -4
right_child=-2 2 8 4 -6 6 23 28 9 -11 20 14 13 -15 19 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015671290398191313 -0.0021799376705898673 -0.00420736254516313 0.0008684804540911008 -0.0042072530291143067 -0.004207679621912549 0.0014136597289076858 0.0011343402890216915 -0.0042074833358357955 -0.0017682564005249363 0.0027298627300187113 0.0013454782057005677 -0.0014331631498505897 -0.0034201042105361473 0.0015392486750351983 -0.0011616361430119419 -0.0038111668426019695 0.00028649478362319193 0.0042078515316870384 0.0017610723337669098 0.0029772615521788249 -0.0032408069554631246 0.00072652311687587288 -0.00010903621869094779 -0.0020873191384818595 -0.0023176980509416315 0.0023142189200550225 0.0036562290117218431 -0.0025137917370974972 -0.0004886733152194609 0.0037868955914235622
leaf_weight=0.0044810909699233284 0.0019876095525930273 0.0013528205002630847 0.0026469766425023522 0.0010405275591285337 0.0011818834234751377 0.0013332407270922886 0.0021123882512913382 0.0020588535081655923 0.0016541737502455689 0.00182818731097134 0.0012936656918114409 0.0022276351876655553 0.0038791836176188558 0.001301681077181982 0.0010032142469640357 0.0012548454501200021 0.0037545880161946599 0.0018527883303889325 0.0036569077645793842 0.0043536224773479404 0.0034281400176023871 0.0010167955677040652 0.0014710917127587209 0.0014682512397352623 0.0010229875773954964 0.0047188815006507061 0.0010754374284991375 0.0019768704471712084 0.0010018916523089 0.0017795629526951009
leaf_count=181 126 308 137 236 279 25 317 202 68 155 57 34 430 68 25 26 119 15 50 199 145 24 36 165 45 43 43 224 79 49
internal_value=0 2.74961e-05 -8.99435e-05 -0.000760242 -0.00051469 -0.000269611 -2.52749e-05 -0.00165395 0.000265147 3.36879e-05 -0.000119636 0.000181165 -0.000661114 -0.00171739 0.00087864 9.86746e-05 0.00072487 0.00158219 0.000661838 0.00220214 -0.00150396 -0.00233327 -0.00250971 0.000553027 0.000908473 0.00124239 0.000263088 -0.000629276 -0.00299018 0.00204175
internal_weight=0 0.0632282 0.0587471 0.020344 0.0189912 0.0178093 0.0167688 0.00439399 0.0384031 0.0339765 0.0321483 0.0264097 0.011963 0.00665196 0.0144467 0.00908986 0.00783501 0.00560738 0.00531108 0.00535684 0.0057386 0.00444494 0.00535028 0.0123748 0.0109066 0.00988358 0.0051647 0.00408926 0.00306075 0.00442654
internal_count=3910 3784 3603 1966 1658 1379 1143 306 1637 1451 1296 1070 652 534 418 194 168 134 118 224 226 169 466 837 672 627 584 541 281 186
is_linear=0
shrinkage=0.004207


Tree=869
num_leaves=31
num_cat=0
split_feature=158 9 457 150 1373 1 13 1455 131 1 130 130 42 3 43 42 14 10 52 52 0 39 15 15 1 1374 16 15 3 133
split_gain=0.00180637 0.00193755 0.00162654 0.00198249 0.00253808 0.0029485 0.0031368 0.00230743 0.00225665 0.00223821 0.00253696 0.00237596 0.00232516 0.00260599 0.00242913 0.00241696 0.00234252 0.0021755 0.0025375 0.00249709 0.00233381 0.00234314 0.00245479 0.00376045 0.00204243 0.00196012 0.00189476 0.00183645 0.00176891 0.00178116
threshold=0.11136500000000001 -0.016839999999999997 0.53894500000000012 0.082085000000000019 0.098665000000000017 0.085835000000000009 0.076210000000000014 1.0000000180025095e-35 0.087705000000000019 0.12811000000000003 -0.084569999999999992 -0.076814999999999981 -1.0000000180025095e-35 -0.5217799999999998 -0.16369999999999998 0.099565000000000015 0.077685000000000018 -0.082174999999999984 0.098910000000000012 -0.51745999999999992 -0.076099999999999987 0.005105000000000001 -0.015439999999999997 -0.11219499999999999 0.11797500000000001 -0.094679999999999986 0.070590000000000014 -0.089594999999999994 0.086245000000000016 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 -1 3 7 5 6 27 9 25 10 -3 -12 14 -14 -13 16 17 -15 19 -19 21 22 23 -21 -17 -7 28 -5 29 -24
right_child=-2 2 -4 4 -6 8 -8 -9 -10 -11 11 12 13 15 -16 24 -18 18 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010205980468053276 -0.00090723811086483163 -0.00089325318329959609 -0.00095485833684406983 2.3146129703235458e-05 -0.00093150344950740176 6.0688458213603036e-06 0.0010111287896511383 -0.0010202087460921825 -0.00054359110861312138 0.00032815748252795594 0.00082702523744858413 -6.3990700812825923e-07 0.0010207704267526068 -0.00092867422418589759 -0.0008667565382879176 -0.00093401996995115565 -0.0010202806545477553 -0.0010201679187229844 -0.00035444870413768343 9.9980528733546042e-05 0.00048280048344992069 0.001020328211707448 -0.00014251994062485572 -0.00086113881882638442 0.00060497826047761988 0.00075964257845345174 -0.0010202901585633297 -0.0010203484780108595 0.00076593648991356831 0.00058836647334747753
leaf_weight=0.0018607856317842666 0.002392026036704741 0.0040626395046281507 0.0019391720143175908 0.0033512703670908195 0.0019121763599514443 0.004692466519458093 0.0017265035127991268 0.0026200542383127958 0.0020392389193091267 0.01420053767022722 0.0029738451088476827 0.0059756307762590666 0.0023568594535845469 0.0024762419407124972 0.007725153690598674 0.0052706483192173073 0.0023563995787867489 0.0018989941519720324 0.013672854915140142 0.009959619150425425 0.017370213753238786 0.0023871931937264881 0.010545245104516696 0.0073703524923978128 0.0010813448539011006 0.015308077237563111 0.0012471972455756477 0.0036839770543224404 0.0055927576886460875 0.0051704575952200562
leaf_count=118 158 101 15 25 23 13 8 241 48 221 33 122 11 24 690 304 57 189 284 115 167 34 248 175 19 224 11 124 27 81
internal_value=0 -1.43211e-05 -2.62848e-05 -1.49618e-05 0.000208835 0.000279628 -0.000220921 -7.29223e-05 0.000478618 -5.28572e-05 -0.000102272 -7.17927e-05 -9.78811e-05 -3.75068e-05 -0.000488998 -6.63751e-05 -1.83151e-05 1.20749e-05 4.30464e-05 0.000131358 0.000168022 3.86774e-05 -2.00754e-05 -0.000308779 -0.000672025 0.000582841 0.000201741 -0.000523275 0.000273268 9.79413e-05
internal_weight=0 0.162828 0.160967 0.159028 0.0327137 0.0308015 0.00876175 0.126314 0.0220398 0.123694 0.109494 0.105431 0.102457 0.0887564 0.0137008 0.0863995 0.0800475 0.0776911 0.0752149 0.061542 0.059643 0.0422728 0.0398856 0.01733 0.00635199 0.0200005 0.0225557 0.00703525 0.0213085 0.0157157
internal_count=3910 3752 3634 3619 465 442 157 3154 285 2913 2692 2591 2558 1746 812 1735 1412 1355 1331 1047 858 691 657 290 323 237 367 149 356 329
is_linear=0
shrinkage=0.00102006


Tree=870
num_leaves=31
num_cat=0
split_feature=52 133 453 4 11 1348 14 3 3 43 42 133 3 3 457 3 38 3 12 15 14 48 52 13 13 52 49 0 13 16
split_gain=0.000508432 0.000791075 0.000510978 0.000666027 0.00107459 0.000617551 0.000707298 0.000726819 0.000592824 0.000872947 0.00112666 0.000761254 0.00140196 0.000716356 0.000760554 0.000884878 0.000653967 0.000774671 0.00077135 0.000615229 0.000571596 0.000818509 0.000553266 0.000548357 0.000707883 0.000580309 0.000502364 0.000437224 0.000422159 0.000627226
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 0.27020000000000005 0.08184000000000001 0.084620000000000015 0.077685000000000018 -0.14539499999999997 -0.078884999999999997 -0.074254999999999988 -0.094739999999999977 -0.17468499999999998 -0.055684999999999991 -0.082139999999999977 0.085130000000000025 -0.084014999999999992 1.0000000180025095e-35 0.16699000000000003 0.10167500000000002 0.024640000000000006 -0.46879999999999994 0.11379500000000002 0.11262000000000001 -0.083924999999999986 -0.023539999999999995 -0.031409999999999993 -1.0000000180025095e-35 0.37339500000000009 -0.003375 -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 -2 3 4 5 6 7 27 13 10 -10 -11 -13 14 15 23 17 19 -19 -14 -5 -22 -12 25 -25 -9 -21 -3 -26 -30
right_child=1 2 -4 20 -6 -7 -8 8 9 11 22 12 16 -15 -16 -17 -18 18 -20 26 21 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.0025369725930766136 -0.0029847521104107376 0.0025327039355045335 -0.0024796861123670046 -0.00096285095967525507 -0.0028519439486418678 0.0028329747277968899 -0.0026654486487390225 -0.00099426759254299412 -0.0011294318956631977 0.0029820897276483468 0.0026828401237123135 -0.0036626653447356925 0.00016927537985038111 -0.0031040219528788047 0.0020801265193304617 -0.0036628129506320927 -0.0026103066206126517 0.0036628137269985083 -0.00038506802193844902 -0.0036404754931075901 0.0025031099218475934 -0.00049282441240157578 5.0035422021842065e-05 -0.0036627100284776569 0.0014058560371927027 0.0023826455600619661 -0.0004620129506701931 -0.00017715752079363689 0.00015283680853542324 -0.0024781480876062941
leaf_weight=0.0010705709616118933 0.0011625851318326488 0.0024517395927805474 0.0010409197233940395 0.001401290095894403 0.0017555690576713792 0.0010565513084301861 0.0012973740270147962 0.0011491896290518611 0.0019609280429406795 0.0010113912598779242 0.0045924928668146237 0.0015193641105806224 0.014118647408511556 0.0014531527407128939 0.0014785904682499415 0.0012174577337443733 0.0012281524120556489 0.0015392099391391403 0.0010706935531743511 0.0010988386496819658 0.0042315290117689299 0.0017205805571585131 0.0013960954741403242 0.0010543279910528751 0.001337713558847156 0.0016811753962943125 0.0016972292588430795 0.001184480766823981 0.0030142360476469411 0.0020366795865540618
leaf_count=275 229 65 36 56 65 47 76 47 37 14 223 360 249 370 56 253 37 63 10 23 339 41 99 108 230 148 37 7 62 248
internal_value=0 8.34195e-06 6.46522e-05 0.000108245 -3.40521e-05 6.17352e-05 3.858e-06 7.41149e-05 -5.13943e-05 0.000232202 0.00128008 -0.000125568 -0.000266689 -0.000665543 -0.000392324 -0.00071047 -1.80604e-05 0.000144999 0.0020022 -0.000141563 0.00114162 0.00163707 0.00206906 -0.000360597 -0.000882388 0.00101155 -0.00171113 0.00164998 -0.000423545 -0.000908055
internal_weight=0 0.0629582 0.0617956 0.0607547 0.0534013 0.0516457 0.0505892 0.0492918 0.0456556 0.031233 0.00794952 0.0232835 0.0222721 0.0144225 0.0129694 0.0114908 0.0207528 0.0195246 0.0026099 0.0169147 0.0073534 0.00595211 0.00598859 0.0102733 0.00744296 0.00283037 0.00279607 0.00363622 0.00638863 0.00505092
internal_count=3910 3635 3406 3370 2934 2869 2822 2746 2674 1152 359 793 779 1522 1152 1096 419 382 73 309 436 380 322 843 648 195 60 72 540 310
is_linear=0
shrinkage=0.00366245


Tree=871
num_leaves=31
num_cat=0
split_feature=39 1348 14 3 1365 484 457 51 122 1 38 12 130 51 3 4 133 52 1374 1210 9 42 42 160 150 49 160 2 156 1
split_gain=0.00376817 0.00301783 0.00348254 0.00312999 0.00307383 0.00312451 0.00491453 0.00289988 0.00276378 0.00348895 0.00414009 0.00292329 0.00266578 0.00264317 0.00261357 0.00277367 0.00238454 0.00240617 0.00243372 0.00250321 0.00253565 0.00289429 0.00356243 0.00294321 0.00378575 0.00365994 0.0034052 0.00347113 0.00306593 0.00372922
threshold=0.005105000000000001 0.094400000000000012 0.078275000000000025 0.30601500000000009 1.0000000180025095e-35 -0.0043499999999999988 0.094310000000000019 -0.40274499999999996 0.12621500000000005 0.092550000000000007 0.13905500000000001 -0.095029999999999989 -0.23515499999999998 0.16362000000000002 -0.15464999999999998 -0.51381999999999983 -0.26719999999999994 -0.51745999999999992 0.084470000000000003 -0.080884999999999985 0.084755000000000011 -1.0000000180025095e-35 -0.085679999999999992 -0.098319999999999991 -0.22988499999999998 0.18307500000000002 0.087825000000000014 0.088895000000000016 0.091280000000000014 0.10080500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 9 11 -11 -9 -7 14 -14 -16 -17 -18 19 -19 21 22 -21 24 -23 26 28 -28 29 -25
right_child=7 -3 -4 -5 -6 12 -8 8 -10 10 -12 -13 13 -15 15 16 17 18 -20 20 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011395556162040088 -0.0012686075556847913 0.0012497772027814759 -0.0010993164292680761 0.00097236043605938914 -0.001205154948621162 -0.0012697073162184361 0.00093337273390691714 -0.001193335553603327 -0.0012693384643244492 0.0010002312982711015 -0.0012688151006815815 0.00038814739118074495 0.00051412156239945392 -0.0011581834062946029 -0.0012689951862212044 -0.0010926149593275148 -0.0012685153477198386 -0.0012686972527223379 -0.00093065774275358757 5.6925424719741909e-06 -0.00071546597335783453 0.00069706395230247997 -0.0011936610762044175 0.00031853292716703808 -0.0011086045836537302 -0.001200992906413413 -0.0012688074527394131 0.00010762171796195515 -0.00062636960223538731 0.00098550978613618401
leaf_weight=0.0092674859560872846 0.0016427025164773559 0.0026186004398596188 0.0056788376388681163 0.0043487341175989505 0.0040780922779788389 0.0028117728179921633 0.0022954761205333804 0.0027928875209255466 0.001412143697962164 0.01841785305839494 0.001391235855408012 0.00575317527747643 0.014416548414686758 0.0032371753323428001 0.0029534232013119768 0.0032962472503186282 0.0023660545459414086 0.0022647473742321003 0.0041787424351298333 0.014574250953327095 0.0061820323257961709 0.0027917864499613643 0.0054824958162775763 0.0480029316280568 0.005643375727762745 0.002635129349584985 0.003720769278160673 0.014176532686065002 0.0040821860325337403 0.018753008560338458
leaf_count=514 20 25 109 134 64 20 21 42 2 348 4 43 167 49 26 177 137 145 66 327 61 4 297 541 277 38 44 59 58 91
internal_value=0 -0.000102366 -0.000121277 -9.06853e-05 -0.000116772 -9.11358e-05 -0.000728038 0.000371878 0.000462408 0.000548652 0.000840871 -0.000128688 -4.55549e-05 -2.38737e-05 -2.6294e-07 -5.28175e-05 -2.68177e-05 -7.66325e-07 2.18739e-05 5.28957e-05 7.66419e-05 0.000117496 -0.00032215 0.000205846 -0.000510982 0.000272022 0.000315766 -0.000178532 0.00044065 0.000505899
internal_weight=0 0.189856 0.187238 0.181559 0.17721 0.173132 0.011563 0.03141 0.0297673 0.0283552 0.0198091 0.00854606 0.161569 0.158757 0.15552 0.141104 0.13815 0.134854 0.132488 0.128309 0.126044 0.119862 0.0200567 0.0998057 0.00843516 0.0913706 0.0887354 0.0178973 0.0708381 0.0667559
internal_count=3910 3451 3426 3317 3183 3119 535 459 439 437 352 85 2584 2564 2515 2348 2322 2145 2008 1942 1797 1736 624 1112 281 831 793 103 690 632
is_linear=0
shrinkage=0.00126831


Tree=872
num_leaves=31
num_cat=0
split_feature=51 1 47 14 44 1 0 39 50 147 52 48 2 457 0 50 3 15 11 2 9 131 3 4 4 16 3 48 2 43
split_gain=0.000476976 0.000924742 0.000872254 0.000707723 0.000717086 0.000802131 0.00101572 0.000978559 0.00108012 0.000839324 0.0006957 0.000674769 0.00146995 0.00104989 0.00101848 0.00105079 0.000925817 0.000882372 0.000774027 0.000757972 0.000727756 0.00110092 0.000634349 0.00050629 0.000671466 0.00048007 0.000882661 0.00115232 0.000764875 0.000711118
threshold=-0.40274499999999996 0.14000500000000002 0.11939500000000002 0.078275000000000025 1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 0.005105000000000001 0.10625000000000001 0.088565000000000019 -0.40891499999999997 0.12862000000000004 0.11542500000000001 -0.066264999999999991 -0.10575999999999998 0.10030500000000002 -0.12817999999999996 -0.035939999999999993 0.08184000000000001 0.090695000000000012 -1.0000000180025095e-35 0.094610000000000014 -0.083604999999999985 -0.49837999999999999 -0.41745999999999994 -0.083564999999999987 -0.100615 0.092065000000000022 0.092865000000000017 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 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 22 8 9 11 -1 12 13 -7 17 16 18 19 -16 -15 -18 -22 -2 -8 -25 29 28 -28 -27 -26
right_child=1 -3 -4 -5 -6 7 23 -9 -10 -11 -12 -13 -14 14 15 -17 20 -19 -20 -21 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00026636461907688101 -0.0043772279100293453 0.0024991830558802408 -0.0025874434270752953 -0.0034403408851697895 -0.0034178226781753402 -0.0028691383328683581 -0.0015483857536884808 0.0028819308471890463 -0.0034232590449525392 0.0036809485988264943 -0.0043773800083808916 -0.002335927733380904 0.0042668095645651575 -0.00073053458556151325 0.0035300374871751173 0.0036626172893857302 0.0012301149461427803 0.0036350677819401624 -0.0014259707201123952 0.0019377001089089028 -0.0038509037480203038 0.0013225990514342018 -0.0011606360440086932 0.0033262423454820545 0.0028175686632728632 -0.0012323423373741082 -0.0035415453433440595 0.0013823260414083268 0.0038300727178798575 -0.00065872213628372013
leaf_weight=0.0013122832179934818 0.001525790527590493 0.0027891026702202551 0.0025432879809139655 0.0011011621059804346 0.0010856485578472066 0.0019109682995903645 0.0027380284557829713 0.0032816048452524163 0.0013773769588625298 0.0015466919523667846 0.0011683158412925101 0.0016623058952802685 0.0018764707771126146 0.0037329393358582763 0.0012893642901019532 0.0010132070596888818 0.0010795660919029624 0.0026410283015678654 0.0011353142067989097 0.0044963933981421178 0.0037157386180530876 0.0010001058453710243 0.005102793964474662 0.0014536057392433585 0.0024909347027679569 0.0010437941693277625 0.0026538667435838104 0.0013861410618041248 0.0012643609265658995 0.0020593598404818891
leaf_count=65 455 157 100 109 48 55 39 272 160 88 80 20 94 40 31 28 7 40 85 47 394 95 538 18 80 45 587 39 27 67
internal_value=0 3.71849e-05 -8.07848e-05 3.37432e-05 0.000103855 0.000175348 -0.000472877 0.000618642 0.000357832 0.000550008 -0.00192075 0.000360499 0.000548112 0.00023114 0.000525839 -0.000543105 -0.0010615 0.0014338 0.00120947 0.000727352 -0.00201163 -0.00275374 -0.00190104 0.000154469 0.000531933 0.000159236 -0.000618511 -0.00185215 0.00154075 0.00124428
internal_weight=0 0.060997 0.0582079 0.0556646 0.0545634 0.0534778 0.0217187 0.0317591 0.0284775 0.0271001 0.0024806 0.0255534 0.0238911 0.0220146 0.0201037 0.0092333 0.00822009 0.0108704 0.00242468 0.00822933 0.00579541 0.00471584 0.00662858 0.0150901 0.0123521 0.0108985 0.00634816 0.00404001 0.00230816 0.00455029
internal_count=3910 3765 3608 3508 3399 3351 1895 1456 1184 1024 145 936 916 822 767 640 612 127 116 87 496 489 993 902 863 845 698 626 72 147
is_linear=0
shrinkage=0.00437696


Tree=873
num_leaves=31
num_cat=0
split_feature=39 51 1 12 1348 3 40 159 16 15 49 159 483 14 3 484 457 156 42 403 0 2 455 1 130 8 52 3 1375 133
split_gain=0.00183547 0.00205733 0.00172935 0.00197695 0.00166754 0.00173732 0.00163279 0.00157786 0.0020403 0.00162805 0.00187692 0.00186585 0.0018569 0.00180168 0.00199417 0.00212808 0.00247592 0.00247303 0.00244738 0.00235159 0.00243709 0.00237753 0.00214366 0.00182699 0.00192024 0.00178127 0.00185613 0.00196306 0.00183211 0.00197559
threshold=0.005105000000000001 -0.40274499999999996 0.092550000000000007 -0.095029999999999989 0.094400000000000012 0.16699000000000003 -0.064864999999999992 -0.034019999999999988 -0.17157499999999998 -0.26361999999999991 0.24887500000000004 0.10856 0.083960000000000021 0.077685000000000018 -0.12008499999999998 0.085515000000000022 -0.0015249999999999997 0.085835000000000009 0.083425000000000013 -1.0000000180025095e-35 -0.053834999999999994 -0.013084999999999998 0.086970000000000006 0.13084000000000004 -0.084569999999999992 -0.092789999999999984 0.086950000000000013 -0.11171999999999999 -0.43271999999999994 -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 -2 3 -3 5 7 -7 8 -1 -9 11 12 13 14 -11 16 -16 19 -17 -18 21 -21 23 24 -23 -26 27 -27 -29 -30
right_child=1 2 -4 -5 -6 6 -8 9 -10 10 -12 -13 -14 -15 15 18 17 -19 -20 20 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00033987796218599449 -0.0012939638276342853 -0.0012329484646703812 0.00071466235954010691 0.00037268849581111372 0.0012735352016789304 -0.00037501204468400057 0.00092184132467401712 0.00055041233030911861 -0.0011000472096933573 0.0003712475605223184 -0.0012938889007996224 -0.0012164699452839821 -0.0012939500248864424 -0.0012939005887312874 -0.0010605114383296355 0.0010454761235280518 -0.0010084086338048995 -0.0012593345126800397 -0.00099963470526057618 -0.0012937646104459355 -0.00063436261928218008 -0.0010937837674245647 -0.0012939350305083554 0.0012458250297099824 -0.00129462143478492 -0.0012604898444774448 -0.00052968722701385621 -0.00047406282886285533 -0.00038253745109789982 0.00063729732780061683
leaf_weight=0.0022884982165116696 0.0012200830331323678 0.0018738543988945366 0.01245989490160504 0.004072717169464112 0.0014772701248091371 0.0024112752470557552 0.0049815759964229036 0.0059658857433078074 0.0058742236709932172 0.016477125041632235 0.0023251612026360382 0.0025223556569478047 0.0020954670583481763 0.0019483164062350502 0.0050506496404523196 0.0046955463842976988 0.0041252606305821607 0.0030415012661926246 0.0012373767192102036 0.0019328097939705904 0.0085730334479343778 0.001962537521498219 0.0016172993189229592 0.0027400677827245081 0.0012663109810091546 0.0012060561990736426 0.0043914016518611368 0.0034599142272782038 0.0035976773638708428 0.027315930663101895
leaf_count=28 20 42 354 43 25 11 146 88 458 217 49 175 153 81 118 44 724 146 114 43 90 43 21 5 2 9 208 11 156 286
internal_value=0 0.000332884 0.00044072 -0.000133272 -9.27591e-05 -0.000109155 0.000498856 -0.000148001 -0.00069635 -0.000106382 -0.000144956 -0.000118041 -8.93997e-05 -6.27288e-05 -3.68501e-05 -0.00012508 -0.000187889 -0.000120323 0.000618946 -6.46161e-05 2.43843e-06 0.00011275 0.000169913 0.000221448 0.000156474 0.000215975 0.000263832 0.000361772 0.000418692 0.000518611
internal_weight=0 0.0196265 0.0184065 0.00594657 0.124581 0.123103 0.00739285 0.11571 0.00816272 0.107548 0.101582 0.0992566 0.0967343 0.0946388 0.0926905 0.0762134 0.0702805 0.0652298 0.00593292 0.0621883 0.058063 0.04949 0.0475572 0.0459399 0.0431998 0.0412373 0.039971 0.0355796 0.0343735 0.0309136
internal_count=3910 459 439 85 3451 3426 157 3269 486 2783 2695 2646 2471 2318 2237 2020 1862 1744 158 1598 874 784 741 720 715 672 670 462 453 442
is_linear=0
shrinkage=0.00129368


Tree=874
num_leaves=31
num_cat=0
split_feature=160 52 133 1 484 15 47 3 12 0 1 43 1 3 3 2 150 0 52 49 4 13 2 52 3 151 403 48 49 0
split_gain=0.000505519 0.000472169 0.000678158 0.000545742 0.000795336 0.000670786 0.000886979 0.00107967 0.00113425 0.00096086 0.000794298 0.000719824 0.000689677 0.000565165 0.000532775 0.00086441 0.000728168 0.000815348 0.000844991 0.000733322 0.000706751 0.00060586 0.00055629 0.000750585 0.000542803 0.000566696 0.00064505 0.000592519 0.000682538 0.000691444
threshold=-0.40446999999999994 -0.51745999999999992 -0.26719999999999994 0.094695000000000015 -0.0043499999999999988 0.024640000000000006 0.092645000000000019 0.12046500000000002 0.09112000000000002 -0.14136999999999997 0.10786000000000001 -0.082884999999999986 0.10956 0.13772500000000001 -0.115685 -0.0050599999999999994 0.090480000000000019 -0.23029999999999998 0.11401500000000002 1.0000000180025095e-35 0.0057500000000000008 -0.077504999999999977 0.11085000000000002 -0.036004999999999988 -0.089974999999999986 -0.083559999999999982 -1.0000000180025095e-35 0.086870000000000017 -1.0000000180025095e-35 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -8 -10 -7 -12 21 -16 17 -17 19 24 -18 -6 23 -23 -19 -26 -27 28 -28 -30
right_child=1 2 3 5 14 12 10 9 11 -11 13 -13 -14 -15 15 16 20 18 -20 -21 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0019863513697104059 -0.0022619120638795848 -0.0026412947734812536 -0.0029327237144498503 0.002730395587664732 0.0028510835092519786 -0.0024449185897809102 -0.0020889604012341032 -0.0012002723385104652 -0.0021520597127340085 0.002350799663424657 -8.6590096464853516e-05 0.0018542444607069955 0.00040660798711265325 0.0022458944704894339 -0.0032694399419809072 0.0023275600034117737 -0.0033840023397476659 -0.0012217595007801977 -0.0030993998937296906 -0.0018914887521843634 -9.9731259679726413e-06 0.0015711405954836654 0.0018127944063288685 -0.0017271903046053251 -0.0019343675387885131 -0.0015891238692741622 -0.0015894437022396614 0.002829731965874709 0.0018735188181093526 2.02144889819164e-05
leaf_weight=0.0014751721502467277 0.0010220848511002236 0.0010472149193656568 0.0011584744821060413 0.006213967801891318 0.0013019966406488948 0.001675063692385236 0.0018214155662548137 0.0028483440233308954 0.0010377401081527182 0.0012574344453146766 0.0054839866102867063 0.0010161999800573085 0.0023103068462120291 0.0015185897304661466 0.0010738715905063102 0.0016518871007065094 0.0014918652581794581 0.002458750075597693 0.0010505907480002899 0.0020549249750132495 0.0013574327721812551 0.0012410769245718711 0.0017622786449464911 0.0021725528571643294 0.0010202192090282844 0.0012957506246104042 0.0013791511943530574 0.0016165180360090412 0.0046890910562282801 0.0045321698264713332
leaf_count=305 275 214 438 340 28 97 51 52 37 116 119 56 70 36 49 19 113 248 106 227 17 31 12 58 50 414 33 34 108 157
internal_value=0 1.8324e-05 5.74681e-05 0.000105786 -0.000178394 0.000481659 0.0007211 0.00130558 0.00200989 -0.000112722 -9.84964e-05 -0.000169915 -0.000791898 0.000419236 -7.91466e-05 -0.000297941 -0.000168217 4.24917e-05 -0.00014533 1.76142e-05 -0.00177658 0.000787947 0.000268966 -0.000528032 0.000248496 0.000497241 0.00068083 0.000921585 0.000630601 0.000962636
internal_weight=0 0.060561 0.0595389 0.0584917 0.0333086 0.025183 0.0211977 0.0123737 0.00826791 0.00410578 0.00882399 0.00205394 0.00398537 0.00700258 0.0321501 0.0256722 0.0245984 0.0217491 0.0200972 0.0190466 0.0028493 0.00647791 0.00517591 0.00341363 0.0169917 0.0145329 0.0135127 0.0122169 0.0106004 0.00922126
internal_count=3910 3605 3330 3116 2142 974 807 601 433 168 206 93 167 155 1704 1575 1526 1396 1377 1271 130 129 101 89 1044 796 746 332 298 265
is_linear=0
shrinkage=0.00338353


Tree=875
num_leaves=31
num_cat=0
split_feature=1213 480 1 130 3 42 13 3 51 52 483 4 39 123 158 4 0 52 0 15 47 43 1375 12 13 15 48 160 1 12
split_gain=0.000455288 0.000473313 0.000462367 0.000705881 0.000553279 0.000629565 0.000531383 0.000640522 0.000879031 0.000529086 0.00053467 0.000517611 0.000490197 0.000551206 0.000780008 0.000659405 0.000849491 0.00149044 0.00148794 0.000532416 0.000599073 0.000769117 0.000567154 0.000563115 0.000835916 0.00113219 0.00053184 0.000836087 0.000476924 0.000456375
threshold=-1.0000000180025095e-35 0.086640000000000009 0.12730000000000002 -0.088449999999999987 -0.5217799999999998 0.09901500000000002 -0.072479999999999989 0.11265500000000002 -0.40274499999999996 -0.42035499999999998 0.085195000000000007 0.080255000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.087355000000000016 -0.49837999999999999 -0.077944999999999987 0.11401500000000002 -0.082604999999999998 0.18599000000000002 0.09252500000000001 -0.010284999999999997 -0.43271999999999994 0.086935000000000012 -0.076384999999999995 0.090325000000000003 0.095825000000000007 0.087825000000000014 0.089680000000000024 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 -5 9 -4 8 -8 -6 12 -7 -11 14 15 -14 18 -18 19 20 22 -22 -17 26 25 -25 27 29 -16 -24
right_child=1 -3 6 4 5 11 7 -9 -10 10 -12 -13 13 -15 28 16 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018215331319232867 -0.0030179166004172904 -0.0020649815137245191 0.0029519731378036254 0.0025537179935366684 -0.0023970119679926185 -0.0036345096005617836 -0.00095019188635559024 -0.0012496963961513658 0.0033529381301909164 -0.0016397675674726493 -0.0020292625607749594 -0.00014960502156322484 -0.0023412366010750999 0.0019042481928558455 -0.003736172325758793 -0.0013468888466364555 0.0021743617755419589 -0.0018724204068108897 -0.0037219879745047911 -0.0023180418529512568 0.0017100308740154813 -0.0021445166689300949 0.0010621482762639479 -0.00092348124335721879 -0.0028365750797722886 0.0035708471677050571 0.0033199691222294395 -0.0017324631204198968 -0.0002265495785824773 0.0036793706611134378
leaf_weight=0.001916728541147549 0.0010831893263114614 0.0014684161539029175 0.0015370574748136967 0.0011838410710005567 0.0011856263549578907 0.0011984155137649824 0.001128879248881276 0.0018985458093716545 0.0016035261319520258 0.0019129337359444767 0.001542957648228426 0.0011808804124822103 0.0012647277114456864 0.0027696232619760499 0.0010931107396355824 0.0018283149830722314 0.0069327537926238379 0.0015549728834320931 0.001366069057633589 0.0010534621844424654 0.0010162704951313106 0.0024984320749550362 0.010077873174982866 0.0021827612781161188 0.0012980006369392996 0.0012191117154416453 0.00148763404253316 0.001428705085039895 0.0010685497341205163 0.0010242882949018659
leaf_count=592 87 240 162 30 316 216 16 38 103 49 196 70 59 144 128 16 188 88 211 19 38 75 357 116 186 15 27 58 61 9
internal_value=0 2.89443e-05 8.32489e-05 -3.47856e-05 3.06659e-05 -3.13215e-05 0.00104874 0.000417034 0.00157512 6.59971e-05 0.000131442 -0.0019049 0.000208835 0.00029474 0.000178638 0.000308692 0.000404533 0.00143298 7.48926e-05 0.000281416 0.000395226 -0.00102998 0.000639021 0.000832994 -0.00028604 0.000687128 0.00120816 0.000957456 -0.0020013 0.00130361
internal_weight=0 0.0580889 0.0566205 0.0504525 0.0493693 0.0481855 0.00616801 0.00463095 0.00273241 0.0458062 0.0446206 0.0023793 0.0430776 0.0411647 0.038395 0.0362334 0.0349686 0.00848773 0.0264809 0.0251149 0.0240614 0.0035147 0.0205467 0.0187184 0.00469987 0.00340187 0.0140185 0.0125309 0.00216166 0.0111022
internal_count=3910 3318 3078 2759 2672 2642 319 157 119 2356 2040 286 1844 1795 1651 1462 1403 276 1127 916 897 113 784 768 317 131 451 424 189 366
is_linear=0
shrinkage=0.0037357


Tree=876
num_leaves=31
num_cat=0
split_feature=1365 1348 14 1456 42 39 42 13 123 43 0 0 132 1456 155 1374 160 0 4 42 3 1374 48 0 47 4 4 12 9 151
split_gain=0.000414919 0.000472209 0.000775724 0.000629235 0.000567102 0.000780105 0.000684149 0.000582487 0.000638244 0.000540439 0.000599629 0.000866431 0.000660956 0.000484425 0.000509725 0.000464365 0.000497226 0.000636977 0.000570948 0.000790273 0.000766502 0.000520853 0.000881756 0.000636436 0.000545918 0.000520629 0.000750065 0.0004908 0.00066788 0.000609416
threshold=1.0000000180025095e-35 0.084895000000000012 0.08604500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.005105000000000001 -0.082904999999999993 -0.037444999999999992 0.08363000000000001 0.0016850000000000001 -0.10462499999999998 -0.07773999999999999 0.080815000000000012 1.0000000180025095e-35 0.084710000000000021 0.084470000000000003 -0.098319999999999991 -0.16128999999999996 -0.51381999999999983 0.10138000000000001 -0.15464999999999998 -0.094679999999999986 0.095825000000000007 -0.230625 0.12171500000000002 -0.41745999999999994 -0.37626499999999991 0.10214500000000001 0.084755000000000011 0.0033600000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 9 8 -7 10 -5 -12 -13 14 15 16 17 -6 -18 20 -20 22 -22 -23 25 -25 -27 28 29 -28
right_child=-2 -3 -4 4 5 7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 18 -19 19 -21 21 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0024659477546509607 -0.0023116670753316609 0.0024244000042392831 -0.0031317505859622817 0.001683609951962522 0.0013472577727079635 -0.00077697471027816305 -0.0029003809208926487 0.0036911402658693633 0.0032191000750776215 0.0021911342569934386 -0.003952116627664419 -0.0014715448795776314 0.0022556178685682504 -0.0025418705823402046 -0.0025136721177900405 -0.0022606340351343001 -0.0019643720960481987 -0.0025325194591445254 0.0033781510420444706 -0.0016911732713307153 -0.0039650760290846961 0.0030497140077135323 0.0011914460128800675 0.0028025975290514836 0.0032729167250628664 -0.0025777323527827575 0.0011111704245299085 -0.0019581675387224679 -0.002245117296593253 -0.0012449650263531729
leaf_weight=0.0015351848597203168 0.0012258904038708876 0.0012547746353863678 0.0012427333026128187 0.0012971353779889228 0.0010097648442553009 0.0016671381726851564 0.001903924539639501 0.0017098148958529782 0.0010079169946575206 0.0012071084508430419 0.0014221539229684055 0.0023212723347780795 0.0011030982457214122 0.00104533899625081 0.0010625158967663131 0.0011045198381545154 0.0014266885474984925 0.0019481139102011094 0.0016717876177523181 0.002201733225205226 0.0010046560430225773 0.0017888868541024892 0.0010829567241330551 0.0014025562267079147 0.0011415062555153446 0.0013264532226457812 0.01563338454574198 0.0011988612354549835 0.0011676259956381321 0.0019392889581695263
leaf_count=352 74 76 71 47 19 63 470 153 135 59 275 98 45 282 194 65 22 197 49 262 46 37 9 35 16 7 589 53 54 56
internal_value=0 1.94397e-05 -3.48605e-05 3.59753e-05 0.000108725 0.000298147 -0.000782469 0.00188385 0.000728681 -0.000233907 -0.000710381 -0.00135111 -0.000270908 0.000120576 0.000193603 0.000271245 0.000349046 -0.00120804 0.000488669 0.000599561 0.000771357 0.00061395 -0.00129011 0.00076923 0.000597891 0.000463184 0.00030889 0.000500923 0.000658237 0.000851152
internal_weight=0 0.0568289 0.0555741 0.0543314 0.0527962 0.0435415 0.00925469 0.00438487 0.00267506 0.00735077 0.00614366 0.00484652 0.00342437 0.0391566 0.0381113 0.0370488 0.0359443 0.00295788 0.0329864 0.0315597 0.029358 0.0276862 0.00208761 0.0255986 0.0238097 0.0226682 0.0212656 0.0199392 0.0187403 0.0175727
internal_count=3910 3836 3760 3689 3337 2343 994 351 198 524 465 418 143 1992 1710 1516 1451 216 1235 1213 951 902 55 847 810 794 759 752 699 645
is_linear=0
shrinkage=0.00396435


Tree=877
num_leaves=31
num_cat=0
split_feature=453 4 11 14 48 403 3 156 160 38 124 484 50 403 133 42 4 4 13 13 0 16 3 15 160 43 0 1 16 160
split_gain=0.000412521 0.000598034 0.000963179 0.0007199 0.00070059 0.00053624 0.000525067 0.000548145 0.00049068 0.00055125 0.000900842 0.000488382 0.000499204 0.0009813 0.000530534 0.000662311 0.000632568 0.000735427 0.000638451 0.000626382 0.000654572 0.000969324 0.000928146 0.000615942 0.000996095 0.000398875 0.000358076 0.000328887 0.000293675 0.000263396
threshold=0.091855000000000006 0.28937500000000005 0.08184000000000001 -0.46879999999999994 0.11379500000000002 -0.092224999999999988 -0.15464999999999998 0.091280000000000014 -0.23073999999999997 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.10030500000000002 0.087440000000000004 -0.097724999999999992 -0.10770999999999999 -0.23071499999999998 -0.083329999999999987 -0.073069999999999982 -0.10023999999999998 -0.10575999999999998 0.0015250000000000001 -0.069909999999999986 1.0000000180025095e-35 0.086110000000000006 -0.15426499999999996 -0.10943499999999999 0.092550000000000007 -0.095609999999999987 0.086620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 8 -8 10 27 -12 13 14 -13 -16 18 -18 -17 26 23 22 -22 24 28 -7 -19 -10 -21 -23
right_child=-2 3 -4 4 -6 6 7 -9 9 -11 11 12 -14 -15 15 16 17 19 -20 20 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023581950804059124 -0.002290646007009131 -0.0014006368119942366 -0.00276344946615324 0.0027062515299025591 -0.0002217910107123504 0.0029385638916277208 -0.001862456878908274 -0.001992260978112326 0.00080798880476268969 -0.0022608539793214735 -0.0017261444926449489 -0.0019889078546140777 0.0020248194351916203 -0.0034530109334208491 -0.0021341271953009082 0.00028381890815997655 0.002198192709773953 0.00080558930101391345 -0.0026144869671175007 0.0012859822895559202 -0.0035908197381716057 4.3654275191228209e-05 -0.00019627429748003247 -0.001103753604981272 -0.00044308797233847536 0.0003934466500345166 0.003177066459571218 0.0032110646692978299 0.0031048931586400495 0.0022138642767215431
leaf_weight=0.0012297763821965671 0.001017630623285192 0.0011901782796659433 0.0017064340804191494 0.0031400777796453108 0.0015854994213277962 0.0013359607258109918 0.0017053691423551945 0.0018158823186248388 0.0013794898669168268 0.0012307103648616638 0.0019477256142981228 0.0014427391647753298 0.0016903131742074242 0.0010140896610388852 0.0014389572111601625 0.0022884545277861434 0.0031621050964765049 0.0020867141500602315 0.0017136876461858316 0.0022588747168583723 0.0020799256460410764 0.0025387526174713848 0.0020739754251657997 0.0019684528779180255 0.003042673466410406 0.0019566206732974925 0.0013532140695744479 0.0015698646229651558 0.002319628633131272 0.0010070195058435871
leaf_count=448 46 55 160 311 41 24 282 229 29 49 489 195 107 229 88 20 145 40 36 19 327 144 70 22 41 50 19 127 33 35
internal_value=0 1.64243e-05 -0.000112878 0.00109524 0.00172385 -1.7958e-05 4.40389e-05 -6.14741e-05 2.33927e-05 0.000104591 0.00018045 2.17206e-05 0.000123405 2.23024e-05 0.000136819 0.000241375 0.000363921 0.000585231 -0.000957214 0.000339184 6.07739e-05 -0.000718923 -0.00189598 0.000686806 0.00114928 0.00142612 0.00173849 0.00208708 0.00220751 0.000660006
internal_weight=0 0.0552732 0.0493574 0.00591576 0.00472558 0.047651 0.0464212 0.0431286 0.0413127 0.0396074 0.0383767 0.0354273 0.0334796 0.0317893 0.0307752 0.0293324 0.0278935 0.0238913 0.00400214 0.0207292 0.0172893 0.00769967 0.0041539 0.00958963 0.00762118 0.00329258 0.00343993 0.00294935 0.0045785 0.00354577
internal_count=3910 3864 3457 407 352 3297 2849 2775 2546 2264 2215 2059 1570 1463 1234 1039 951 895 56 750 691 576 397 115 93 74 59 156 52 179
is_linear=0
shrinkage=0.00359063


Tree=878
num_leaves=31
num_cat=0
split_feature=15 15 3 483 14 2 48 0 4 48 2 13 4 0 13 13 51 52 160 1213 2 1 0 16 133 1429 1213 403 484 48
split_gain=0.00156694 0.00182105 0.00187457 0.00180047 0.00170438 0.00155039 0.00165765 0.00161468 0.00188732 0.00155551 0.00197886 0.001736 0.0026502 0.00154035 0.00140324 0.00221347 0.00132379 0.00124232 0.00130682 0.00127714 0.00131978 0.00161494 0.00154994 0.00170498 0.00128254 0.00128051 0.00129282 0.00194775 0.00123151 0.00123175
threshold=-0.24219999999999997 -0.19153499999999998 0.31335500000000011 0.083960000000000021 -0.46879999999999994 -0.13811499999999996 0.016865000000000002 0.047345000000000005 -0.013929999999999998 0.086215000000000014 0.086915000000000006 -0.0097449999999999985 0.0057500000000000008 -0.23129999999999998 -0.5337599999999999 -0.45122499999999993 0.11178000000000002 -0.42985499999999993 -0.217635 0.041025000000000006 -0.074699999999999989 1.0000000180025095e-35 -0.084074999999999997 -0.50763499999999995 0.086895000000000014 0.084690000000000015 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 -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=4 -2 3 5 -1 -3 14 8 16 -10 -11 -12 -13 -14 -7 -16 -8 -17 -19 20 -20 22 23 -22 -24 26 -23 28 29 -28
right_child=1 2 -4 -5 -6 6 7 -9 9 10 11 12 13 -15 15 17 -18 18 19 -21 21 25 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00037051604530748068 -0.0010636686867182403 0.0010575345396352251 0.0013460498573139655 -0.0010200766209259426 0.00089255018164686312 -0.0013466725976827255 -0.00096163391760175493 0.001237361675115055 0.00088760646998558277 -0.0012447126351173446 0.00077649525308753106 -0.0010352431152688671 -0.00025601703689395175 0.00093288767089163183 0.0011159619865630205 -0.0013460176533855847 0.00024367704604802431 -0.0010934681531578219 -0.0013460146053163981 -0.0012857665318899059 0.00019191438399185232 -0.0013460114907698215 0.00014799165996152593 -0.0011412708049290642 -0.00072758468059090035 0.0010541864037509597 -0.00095396675874352048 0.0012807515919875979 -0.001265414147430856 0.0001696160921649197
leaf_weight=0.0027997438954088238 0.003302088607478825 0.0022822863486240399 0.001717045404916461 0.0035067152368828394 0.0062688815475464565 0.0018398526565306375 0.0044949642326379538 0.0024056489322106236 0.0056635304795804578 0.0018319978642651327 0.0065557214320524073 0.0036714539908473407 0.0038808926609590344 0.0040180684734565375 0.002392396956565789 0.001676665881035432 0.0026087637529599306 0.0026664593727132582 0.0014908629200363057 0.001683078943203852 0.0023953084997003771 0.0011370296759523049 0.012103567165491221 0.0063303585798233294 0.0040430075929984701 0.0025592324178944628 0.0019246844227041029 0.0023848174546969849 0.0013048319557924506 0.021646703864622197
leaf_count=55 100 49 66 338 262 6 89 31 42 61 114 64 19 24 11 278 33 272 43 283 34 135 320 449 197 51 27 11 52 394
internal_value=0 -7.87886e-05 -4.92814e-05 -7.13632e-05 0.000502606 -3.96764e-05 -6.40572e-05 0.000173094 9.486e-05 0.000265055 8.8393e-05 0.000223129 -9.04043e-05 0.000348759 -0.000187341 -0.000154895 -0.000518997 -0.000202891 -0.000171812 -0.000130161 -9.6229e-05 -6.28549e-05 -0.000318241 -0.000775294 -7.12475e-05 0.000142332 6.01553e-05 0.000118805 7.41236e-06 7.78717e-05
internal_weight=0 0.113518 0.110216 0.108499 0.00906863 0.104992 0.10271 0.035131 0.0327254 0.0256217 0.0199581 0.0181261 0.0115704 0.00789896 0.0675789 0.065739 0.00710373 0.0633466 0.0616699 0.0590035 0.0573204 0.0558295 0.0248722 0.00872567 0.0161466 0.0309573 0.0283981 0.027261 0.0248762 0.0235714
internal_count=3910 3593 3493 3427 317 3089 3040 477 446 324 282 221 107 43 2563 2557 122 2546 2268 1996 1713 1670 1000 483 517 670 619 484 473 421
is_linear=0
shrinkage=0.00134594


Tree=879
num_leaves=31
num_cat=0
split_feature=1 0 52 39 47 4 43 50 159 43 13 1429 4 48 3 3 51 16 2 1 15 43 124 133 16 15 15 47 43 15
split_gain=0.00040398 0.000686952 0.000657587 0.000559957 0.00050142 0.000960756 0.000746096 0.000714505 0.00065569 0.000638917 0.000570542 0.000685779 0.00111469 0.00105229 0.000706093 0.00074297 0.00067567 0.000565003 0.00053669 0.000494108 0.000465485 0.0004612 0.000647104 0.000457553 0.000491349 0.000581315 0.000562285 0.000452636 0.000401726 0.000635003
threshold=0.085835000000000009 -0.084074999999999997 0.078330000000000025 0.005105000000000001 0.09252500000000001 -0.23071499999999998 -0.074254999999999988 0.10625000000000001 -0.026594999999999997 -0.076179999999999984 -0.094679999999999986 0.026145000000000005 0.0057500000000000008 0.086870000000000017 0.12046500000000002 0.092005000000000017 0.077145000000000005 -0.064504999999999993 0.090310000000000015 0.090355000000000005 -0.096369999999999983 -0.24333999999999997 -0.087894999999999987 -0.0056849999999999991 -0.50585499999999983 1.0000000180025095e-35 -0.015439999999999997 0.085165000000000018 -0.083899999999999988 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 5 -2 9 8 -7 -6 -10 12 13 16 15 20 19 18 -8 -12 -14 -5 -23 -1 -25 26 -26 28 29 -3
right_child=3 27 -4 21 6 7 17 -9 10 -11 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0032475398800959408 -0.0034504553767568816 -0.00033769958397446948 -0.0041248954535628504 -0.00082160552324725422 -0.00075757019413168691 0.0034110529221017139 -0.0033365693802581368 -0.0027561945888536815 0.0022592898264020538 0.0034047610244826595 -0.0036436366598045435 0.0034292036858265861 0.0021552316908528602 -0.0041145318507570363 -0.001236192317673731 0.0039583031464306062 0.0022642873799892486 -0.0041081891794944409 0.00033681157253286943 7.3362810446199971e-05 -0.00073295701257938058 -0.00038225582325143747 0.0031661332547674803 0.0021977724880120233 -0.0012171595781905323 -0.0035852137748409217 0.0023874036258940078 0.0027431437326856105 -0.00076350309388029699 0.0024043446327821423
leaf_weight=0.0011744889092053512 0.0010671052627593261 0.0039470980017952692 0.0012790473207056618 0.0011566049655016286 0.0016800263361593792 0.0014612702563301374 0.0010388963971248444 0.0010382453982762377 0.002712210289045113 0.0010012465803015402 0.0010394385724394883 0.0010299720929651821 0.0018791421878177061 0.0017506002906984008 0.0018354222015766197 0.0017282722283411545 0.0012300300467424918 0.0014166835227848997 0.0019402257788385668 0.0014670777176366556 0.0019184310961435358 0.0012400965328511759 0.0029638969107694804 0.0010044631304424456 0.0025356300555341438 0.0011121485947460652 0.0010374021962878954 0.001014423943857424 0.0073779057531042627 0.0022589653341609228
leaf_count=181 137 151 466 22 92 84 29 131 171 9 130 34 58 43 26 42 23 83 48 155 43 56 294 22 298 71 101 38 711 161
internal_value=0 -0.000449897 -0.0014097 0.000266367 2.65256e-05 0.000358135 -0.000917977 0.000571029 0.000762392 0.000796736 0.000529103 0.000190978 -6.8609e-05 -0.00147572 0.000980259 0.00171646 -0.00023941 -0.00196389 -0.000944191 -0.00146806 0.000696197 0.00148487 0.00211943 -0.000903752 -0.000419934 -0.000981149 -0.000170603 8.54926e-05 -0.000112976 0.000660386
internal_weight=0 0.0227416 0.00814318 0.0325949 0.0272343 0.0201572 0.00707708 0.0190901 0.0180519 0.00268127 0.0165906 0.0138784 0.0128484 0.00548715 0.00736127 0.00552585 0.00373655 0.00439581 0.00297912 0.00250652 0.00379757 0.0053606 0.00420399 0.00686413 0.00568964 0.00468518 0.00357303 0.0145984 0.013584 0.00620606
internal_count=3910 2200 1139 1710 1338 1077 261 940 809 101 725 554 520 351 169 143 308 160 77 285 101 372 350 673 492 470 399 1061 1023 312
is_linear=0
shrinkage=0.00412451


Tree=880
num_leaves=31
num_cat=0
split_feature=51 1 44 47 1 39 4 48 14 48 3 47 15 0 3 13 12 13 160 52 150 2 47 150 47 4 15 0 2 4
split_gain=0.000426682 0.000712744 0.000661722 0.000574924 0.000632479 0.000699516 0.000781093 0.000608452 0.000763893 0.000483116 0.000473683 0.00066025 0.000593098 0.000500234 0.000488002 0.000772153 0.000536575 0.00077821 0.000581961 0.000529142 0.000596563 0.000557913 0.000454744 0.000654517 0.00042241 0.000411019 0.000764612 0.000394044 0.00037259 0.000362965
threshold=-0.40274499999999996 0.14000500000000002 0.085085000000000008 0.12794000000000003 0.094695000000000015 0.084155000000000021 -0.034289999999999994 0.11379500000000002 -0.46637499999999993 0.091125000000000025 -0.115685 1.0000000180025095e-35 -0.016339999999999997 -0.077944999999999987 0.10666500000000002 -0.10547499999999999 0.094045000000000004 0.14810000000000004 0.093550000000000008 0.086950000000000013 0.086025000000000018 1.0000000180025095e-35 0.093315000000000023 0.090965000000000004 0.10843500000000002 -0.0031049999999999997 -0.0058549999999999991 -0.10303999999999998 0.091025000000000009 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 22 12 14 -2 -14 15 -12 17 18 19 20 21 -17 23 27 -24 26 -23 -10 -27 -15
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 11 -13 13 29 -16 16 -18 -19 -20 -21 -22 25 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0016188376414632928 0.0029804678348226989 0.0019519844287560553 -0.0025573545194733462 -0.0025189372383860173 -0.0016237964414500313 0.002615000374117233 -0.0015461904774092443 -0.00078617406271267376 0.0032872114526719893 0.0035909767480567247 -0.0030924290481071253 -0.0028676678915699151 -0.0019218699666489222 -0.0011347273047182397 0.0010150871119667848 -0.0017148211545472583 -0.0022801870784047301 0.002666713251773502 -0.0029022858447232697 -0.0022204107178279064 -0.0018682287796111506 -0.002470756535388031 -0.0019599595652825398 -0.00070255563428379562 0.0012957418508698121 0.00048216964953995509 0.0008318699374113746 0.0011007003644450738 0.0027265543604014222 0.0013269959842594327
leaf_weight=0.0020765046024480141 0.0011340017639840383 0.0023997414352994175 0.0013226931305609915 0.0011251953995259347 0.0021774183500138386 0.0020202323265920965 0.0012190359708199603 0.0027676353104482141 0.0024346311452632125 0.0012128415802479253 0.0014118564230649567 0.0013992101582684926 0.0011981629535764426 0.0010285021967249008 0.0030254261087634396 0.0013722084544785041 0.0016487850222968161 0.0011882726371261745 0.0010714934620188474 0.0014270633533432506 0.0017168721476625856 0.0011694455620077076 0.0010020103606276365 0.0011622233947186089 0.001054499422721733 0.0018542687519478348 0.0039784707989876066 0.0018856630555745806 0.0019633589630734249 0.0030986933022560904
leaf_count=145 51 157 46 56 245 252 31 35 62 36 63 207 89 24 36 211 453 32 155 461 128 160 37 72 19 89 348 90 62 58
internal_value=0 4.13055e-05 -5.21349e-05 1.72643e-05 7.84737e-05 0.000632163 0.000363606 0.000703315 0.00111675 0.00148767 -0.000237411 -0.000476599 0.000622666 0.000120587 -0.000323324 -0.000538687 -0.000331357 -0.000127233 -0.00035536 -0.000152936 9.18179e-05 0.000417338 0.0011493 0.0016894 -0.000290561 0.000743673 8.16165e-05 0.00233287 0.00163643 0.000713532
internal_weight=0 0.0514699 0.0490702 0.0477475 0.0466223 0.0169362 0.014916 0.0127385 0.0099709 0.00875187 0.0296861 0.0232267 0.00645936 0.00532536 0.0218275 0.0188021 0.0173902 0.0157415 0.0145532 0.0134817 0.0120546 0.0103378 0.00753903 0.00548252 0.00205651 0.00896554 0.00514792 0.00432029 0.00381763 0.0041272
internal_count=3910 3765 3608 3562 3506 879 627 382 347 316 2627 2405 222 171 2198 2162 2099 1646 1614 1459 998 870 280 224 56 659 508 152 151 82
is_linear=0
shrinkage=0.00359063


Tree=881
num_leaves=31
num_cat=0
split_feature=42 156 39 1365 14 1455 43 4 1210 1373 480 453 474 4 159 15 42 16 4 131 48 1 123 1 122 51 128 4 49 0
split_gain=0.00155179 0.00177083 0.00172048 0.00182883 0.00165991 0.00164367 0.00148897 0.00167446 0.00142321 0.00144424 0.00146333 0.00133904 0.00138999 0.00148698 0.00169879 0.00154728 0.00154867 0.00287989 0.00152176 0.00146914 0.0012915 0.00124347 0.00129363 0.00118144 0.00115105 0.0012448 0.00169717 0.00109029 0.00108284 0.0025295
threshold=-1.0000000180025095e-35 0.013700000000000002 0.085220000000000004 1.0000000180025095e-35 0.078275000000000025 -1.0000000180025095e-35 -0.044024999999999988 0.24280000000000004 -0.080884999999999985 0.11103 0.08456000000000001 0.10097500000000002 -1.0000000180025095e-35 0.22584000000000001 0.10856 -0.11739999999999999 0.091955000000000023 0.41476000000000007 0.11205000000000001 0.08844500000000001 0.11930500000000001 0.089605000000000018 0.091310000000000016 0.085835000000000009 0.089350000000000013 -0.40274499999999996 0.086435000000000012 0.25367000000000006 -0.088729999999999989 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -8 -7 10 11 12 -10 14 15 -14 19 18 -18 28 23 22 -1 -15 25 -23 -27 -28 29 -17
right_child=2 -3 6 -5 -6 8 7 -9 9 -11 -12 -13 13 20 -16 16 17 -19 -20 -21 -22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0011050332235355068 -0.0012350453002883549 0.00074125842104061563 0.001139413659258805 -0.0011614988525857209 -0.00084888368385546784 -0.0013461846929114472 -0.00077192226750280872 0.0011950320801013064 -0.0010317272378876999 -0.0013462212998898134 -0.0008619425205889993 -0.0011961546152764015 -0.00091693792870121895 -0.00033033017533958773 -0.0011022479430144538 -0.00065988035843167188 -0.0012534566524014406 0.00081865659087257934 0.00034812775823233309 -0.0011278381354496751 -0.00069434631241435891 -0.0013462106402290816 0.00039507374623677351 0.00084380646646140455 -0.0012693499060046289 0.00090392184363151146 -0.0013462509024012243 0.00026960681654340714 0.00039388426063256663 0.0013149950680478738
leaf_weight=0.0073817153926762913 0.0017769648038656874 0.0022472955557528698 0.0044990035281031737 0.0024855356773372242 0.0039178133269501805 0.0012621498239804288 0.0021197179955834144 0.0012442780494765771 0.0017088540010075084 0.0012437514148189157 0.0026898539272544033 0.0013227453420086013 0.0023899669984519525 0.0017801253762570477 0.0020453821845336497 0.0049906332957370117 0.0044650508622385843 0.0026652135983322722 0.0014154199056974903 0.0013118928911239882 0.001330479023636145 0.0010188819453560427 0.0012124534414397203 0.012140158180052651 0.0014611960841648397 0.0034270729718350879 0.0014064585652135975 0.0016368326841984526 0.042464383204633194 0.0015366950774478028
leaf_count=775 170 91 263 70 91 93 30 43 131 18 217 17 96 26 98 80 333 25 12 78 13 15 10 210 11 57 88 13 732 4
internal_value=0 -0.000383639 2.792e-05 -2.21878e-05 8.44032e-06 4.63762e-05 0.000632954 -4.43833e-05 7.26207e-05 9.35649e-05 0.000114818 0.000147029 0.00016917 0.0001953 0.000104384 0.000144685 0.0001878 -0.000341939 -0.000867958 0.000277793 0.000572568 -0.000527727 -0.0008934 0.000693658 -0.00017661 3.659e-05 0.000254338 -0.000477163 0.000315432 -0.000194946
internal_weight=0 0.0197919 0.102806 0.0949431 0.0924575 0.0885397 0.007863 0.003364 0.0867628 0.0855006 0.0842569 0.081567 0.0802443 0.0785354 0.0632846 0.0612393 0.0588493 0.00854568 0.00588047 0.0503036 0.0152508 0.0175446 0.00859417 0.0139203 0.00895044 0.00748925 0.00647036 0.00304329 0.0489917 0.00652733
internal_count=3910 1060 2850 2514 2444 2353 336 73 2183 2090 2072 1855 1838 1707 1458 1360 1264 370 345 894 249 969 785 236 184 173 158 101 816 84
is_linear=0
shrinkage=0.00134594


Tree=882
num_leaves=31
num_cat=0
split_feature=4 11 151 474 480 31 2 150 43 474 4 3 160 15 16 123 156 1 42 3 52 42 0 124 43 15 4 2 43 42
split_gain=0.00167264 0.0022962 0.00197583 0.00189406 0.00177444 0.00167426 0.00206761 0.00209114 0.00189948 0.00241482 0.00195142 0.00194085 0.00171738 0.00168299 0.00187393 0.00161714 0.00159227 0.00171896 0.00320805 0.00245946 0.00215065 0.00212302 0.00222683 0.00180024 0.00174657 0.00169558 0.00182154 0.0015408 0.00140484 0.00146037
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 0.089910000000000004 0.08826500000000001 -0.074254999999999988 0.084655000000000022 -0.15796999999999997 -0.115685 -0.082969999999999988 -0.11739999999999999 -0.17157499999999998 0.088610000000000008 0.10477500000000002 0.083370000000000014 -1.0000000180025095e-35 -0.013944999999999997 0.11401500000000002 0.091955000000000023 -0.10943499999999999 -0.087894999999999987 -0.11652999999999998 -0.073314999999999991 -0.16401499999999997 0.097940000000000013 -0.0037249999999999996 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 10 28 -7 -12 -13 -14 -15 16 17 18 -8 -19 21 22 -20 -21 -23 27 -27 -25 -10 -30
right_child=2 -3 3 -5 -6 6 15 -9 9 -11 11 12 13 14 -16 -17 -18 19 20 23 -22 24 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0012689486300821319 -0.0011886931876956099 -0.0009783760219600915 -0.0012695335299671916 0.00052172508789080163 -0.0012684714529747128 0.0012379886165753862 -0.0012685035309089922 -0.0012616503254098592 -0.001268461008262865 0.00059283194923680932 -0.0011126074624550465 -0.0010427771978968399 -0.0012686911277775548 0.0011958211484755519 0.00010765679002876958 0.00093837940789101993 -0.0011382172372237482 0.0011706047802432862 -0.00082920641894763199 -0.00099329545010860419 -0.00097994701977721687 0.00019660813395353839 0.00054345190328735889 0.00017336273639629075 -0.0012686340812211056 -0.00098156720948189085 0.00021373017749341287 0.0011761259423575417 0.00083093089048979997 -0.00055308722811259832
leaf_weight=0.0015421045702410643 0.0013221716797033869 0.0046002830389930685 0.0010073268163068852 0.016563159570150532 0.0019349888145354646 0.0021005427859108741 0.0035227734146792136 0.0031212837481007219 0.004104251059660057 0.0031193930000910077 0.002418229462328724 0.0018980445469236598 0.0011165292989954124 0.0032589102417546175 0.011633389472799578 0.0034349028496478686 0.0017802074047903451 0.0044634121352373759 0.0021739506037761159 0.0020490815012976773 0.0030348801528647931 0.0025669185385766013 0.015149522763877602 0.0054153526903064596 0.0026696434364072976 0.0027782427132763106 0.0078334204280849987 0.0045241872917358705 0.0013403435135099775 0.014425709610769388
leaf_count=58 20 160 4 448 249 14 299 123 492 42 51 128 42 8 371 60 79 59 19 18 152 9 155 23 158 44 56 69 35 465
internal_value=0 -9.99519e-05 0.000306517 0.000419031 -6.43202e-05 -4.34185e-05 -6.18279e-05 -0.000257457 -0.000188441 -0.000444623 7.41841e-05 -4.60918e-05 9.79355e-05 0.000233181 0.000345782 9.28254e-05 4.27165e-05 8.01364e-05 -0.000133747 0.000310253 2.24356e-05 0.000157281 0.000371195 0.000140339 -0.000550385 0.000253369 -9.9211e-05 0.000629791 -0.000607491 -0.000435426
internal_weight=0 0.11801 0.0188927 0.0175705 0.11341 0.111475 0.109933 0.0485366 0.0454153 0.0229897 0.0224256 0.0203251 0.0179069 0.0160088 0.0148923 0.0613965 0.0579616 0.0561814 0.0291177 0.0270637 0.0255949 0.02256 0.0173235 0.0226003 0.00523656 0.0205512 0.0106117 0.00993954 0.0198703 0.0157661
internal_count=3910 3438 472 452 3278 3029 2971 1771 1648 1034 614 600 549 421 379 1200 1140 1061 792 269 493 341 174 210 167 192 100 92 992 500
is_linear=0
shrinkage=0.00126831


Tree=883
num_leaves=31
num_cat=0
split_feature=1455 1 0 457 2 0 123 40 133 4 47 12 31 1 14 474 484 42 123 51 394 4 42 159 0 11 3 49 160 15
split_gain=0.00157034 0.00143118 0.00206052 0.00153679 0.00152255 0.0022778 0.00224178 0.00209246 0.00195028 0.00225845 0.00169194 0.00164651 0.00229501 0.00147611 0.00147427 0.00152579 0.00177244 0.00138285 0.00189074 0.00163891 0.00152712 0.00143079 0.00196086 0.00178121 0.00125011 0.00118855 0.00159167 0.00161266 0.00118114 0.00136979
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 0.53894500000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.086020000000000013 0.028705000000000001 -1.0000000180025095e-35 -0.23071499999999998 0.083310000000000009 0.088325000000000015 -1.0000000180025095e-35 0.14071500000000001 0.077685000000000018 0.084655000000000022 0.09129000000000001 -1.0000000180025095e-35 0.091310000000000016 -0.031524999999999991 -0.083449999999999983 -0.51381999999999983 0.09901500000000002 0.10519500000000001 -0.19631499999999999 0.082245000000000013 0.082730000000000012 -0.073619999999999977 -0.078154999999999988 -0.12259499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -6 13 14 12 -3 -10 15 16 25 18 20 -19 -4 -21 23 -23 -12 26 -11 -28 -13 -30
right_child=1 3 17 -5 6 -7 -8 -9 9 10 24 28 -14 -15 -16 -17 -18 19 -20 21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0013260251739085054 -0.00074295669590771797 0.00095570600814270403 0.00039078163054423877 -0.0013706131699093302 0.0010826142925788229 0.0012889772746905036 0.0014497930159562771 0.0010691258439698183 -0.0014100795551171619 0.0012645031465866791 -0.001152398858094737 -0.0014560273151924109 -0.0012755653802165345 0.00043013212448141455 -0.00075425060342334518 0.0012526838043887105 -0.0010533760548176081 -0.0014570551045828767 0.00089316182097519121 -0.00076256091540635913 -0.0014571626734974645 0.00067928211848021665 -0.0014572757513701313 -0.00098099367153944026 0.00020142808852620584 -0.00061380925697325885 -0.00040070096943585997 0.00062221167059518909 -0.0010129798733453494 0.00019341239252917012
leaf_weight=0.0020180899369601759 0.012531046658458056 0.0011455146813172945 0.0012465695362351426 0.0015081454484970882 0.004633967731450638 0.0021333551549655985 0.0031949514078615229 0.002234740116978883 0.0032378531482990516 0.0047108645794367012 0.0030680900667334754 0.0013093436900888386 0.006708575402451622 0.0012953395826116321 0.0023871132241453088 0.0041590610472326253 0.0019004673333569136 0.001270261899980695 0.0013943968660896644 0.0025852718591785574 0.0039787449228416696 0.01489086348402591 0.0011306495432217281 0.0015106823706574337 0.0027410701850385513 0.0021551376780166711 0.0048181803195319591 0.010189355095349132 0.0024031075021753159 0.011841929861452273
leaf_count=189 960 53 30 15 105 102 137 22 171 80 46 91 201 9 69 48 32 104 5 17 395 210 151 24 33 30 50 119 18 394
internal_value=0 -2.99627e-05 -0.000251908 8.57195e-05 0.000114517 -0.000157462 0.000270311 -0.000277797 0.000187117 8.50647e-05 0.000206686 -0.000406383 -0.000950136 -0.000884247 0.000344686 0.000438599 0.000296182 -3.22032e-05 -0.000614093 0.000147897 -0.00101631 0.000249238 0.000398436 0.000526361 -0.000513591 0.000413438 0.000525711 0.000293805 -0.000131819 -1.01034e-05
internal_weight=0 0.118315 0.0405385 0.0777762 0.076268 0.0277766 0.0484915 0.0256432 0.0452965 0.0406625 0.0361293 0.0234085 0.00785409 0.00453319 0.0303202 0.0279331 0.023774 0.0280074 0.00661971 0.0213877 0.00522531 0.0201175 0.0175322 0.0164015 0.00580916 0.0218735 0.0197184 0.0150075 0.0155544 0.014245
internal_count=3910 3721 1896 1825 1810 881 929 779 792 687 507 757 254 180 428 359 311 936 430 506 425 402 385 234 79 279 249 169 503 412
is_linear=0
shrinkage=0.00145689


Tree=884
num_leaves=31
num_cat=0
split_feature=1455 457 1 0 157 42 123 0 42 13 14 457 11 13 3 2 0 43 131 2 16 52 4 150 4 457 2 4 2 131
split_gain=0.00169465 0.00160443 0.00179388 0.00277138 0.00178198 0.00202793 0.00239818 0.00178772 0.00178079 0.00196734 0.00177935 0.00232324 0.00195797 0.00263852 0.00266281 0.00556072 0.00258071 0.00243707 0.00206861 0.00172228 0.00219717 0.00167769 0.0017237 0.00161771 0.00140099 0.00137469 0.0013537 0.00255883 0.00134206 0.0012863
threshold=-1.0000000180025095e-35 0.53894500000000012 0.076710000000000014 -0.084074999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091310000000000016 -0.083424999999999985 0.091955000000000023 -0.5337599999999999 0.077685000000000018 0.069705000000000003 0.088160000000000002 -0.094679999999999986 0.090325000000000003 1.0000000180025095e-35 -0.035699999999999989 -0.074254999999999988 0.097135000000000013 0.075670000000000015 -0.50763499999999995 0.11110500000000002 0.08734500000000002 0.085200000000000012 -0.0010999999999999996 -0.082339999999999983 0.097360000000000016 -0.37626499999999991 0.113945 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 19 -5 6 7 -6 9 -7 11 12 13 -4 15 16 17 18 29 -2 -21 22 -10 -22 26 -17 27 -11 -13 -15
right_child=1 -3 10 4 5 8 -8 -9 21 24 -12 28 -14 14 -16 25 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011630419923501366 0.00081300713734601209 -0.0012069893750439092 0.00067162470063077617 -0.0012685544780377787 0.00044317667634349986 -0.00080842225485100927 0.00082739629867002761 -0.0012685908251268798 -0.0012686772879981344 -0.00096739553229576163 -0.00067621918770342934 0.00083152470274135354 -0.00063597177187730929 -5.4523906940179837e-05 -0.0004073998458423029 -0.00053105772018164027 0.00090976561252609407 -0.00094291968272520326 0.00080777077856833434 0.00016605019466856691 -0.0012685463519070516 0.0010139353246759323 0.00065666924061897095 -9.9914602192041017e-05 -0.00030307346801336396 0.00090495902158299439 0.0011004340309672691 0.0007734204326748696 -0.00047366751196811389 -0.0012516682751513406
leaf_weight=0.0020735368373010479 0.0012342543594527902 0.0017716475667839396 0.011974825474258211 0.0016368342948300798 0.0012616411741532829 0.0018228110566269598 0.0017032872347044758 0.0044189365254148063 0.0029654999361543579 0.0018210776400096034 0.0043201413463833651 0.010554145226556955 0.0057847611230812382 0.0051918129686256958 0.016651157128947602 0.0011620402077596745 0.0028348918670761973 0.0075396091315242915 0.0034453480058118657 0.0032755310135428291 0.0087748076226259498 0.0010589065478274762 0.0010002972294671508 0.0024339954139875894 0.0024878270406816236 0.013893435306329138 0.0075579387944344489 0.0053446541957189453 0.0014402208980541795 0.0019999456492811873
leaf_count=189 7 15 239 111 16 4 5 389 155 18 108 144 116 97 178 17 70 367 41 44 807 82 16 102 17 260 34 89 46 127
internal_value=0 -7.82409e-06 7.84439e-06 -0.000186712 2.16396e-05 8.88038e-05 -0.000492614 -0.000888412 0.000267245 0.000444533 0.000117232 0.000158796 7.09782e-05 0.000134193 1.21162e-05 0.000205795 -0.000215759 -0.0003913 -3.09765e-07 -0.000625189 -0.000747742 -0.000404349 -0.000783045 -0.00101478 0.000577229 0.000794122 0.000725972 0.000331015 0.000674804 -0.000387436
internal_weight=0 0.137362 0.135591 0.0487983 0.0330797 0.0314429 0.00738386 0.00568058 0.024059 0.0190343 0.0867923 0.0824722 0.0704778 0.0646931 0.0527182 0.0360671 0.0210116 0.0181767 0.0106371 0.0157186 0.0144843 0.0050247 0.0039658 0.0112088 0.0172115 0.0150555 0.0147237 0.00716573 0.0119944 0.00719176
internal_count=3910 3721 3706 1896 936 825 410 405 415 162 1810 1702 1512 1396 1157 979 702 632 265 960 953 253 171 909 158 277 141 107 190 224
is_linear=0
shrinkage=0.00126831


Tree=885
num_leaves=31
num_cat=0
split_feature=14 9 3 38 1455 375 124 1365 42 1213 52 133 1373 158 3 160 4 51 393 1426 146 2 1375 403 48 49 49 13 151 3
split_gain=0.00203191 0.00232569 0.00224351 0.00345526 0.00196399 0.00188529 0.00229623 0.002431 0.00229756 0.00195559 0.00175393 0.00247909 0.00187971 0.00165729 0.00175856 0.00211783 0.00180578 0.00152134 0.00149699 0.00147923 0.00140052 0.00144629 0.00243504 0.00201689 0.00191686 0.00153162 0.00270518 0.00167859 0.0016081 0.00145718
threshold=0.077685000000000018 -0.016839999999999997 0.30601500000000009 0.13790500000000003 -1.0000000180025095e-35 0.087245000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -0.089024999999999979 -1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.11103 0.11174500000000002 -0.15464999999999998 -0.40446999999999994 -0.51381999999999983 -0.095859999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10949000000000002 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089600000000000027 -0.10837499999999999 -0.14917999999999998 0.16421000000000002 -0.40391999999999995 -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 -1 4 -4 -3 6 8 9 -6 17 -11 -12 13 14 -13 -16 -17 -8 -18 -20 21 22 -21 -24 -25 26 29 28 -27 -23
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 11 12 -14 -15 15 16 18 -19 19 20 -22 25 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0012444848461689929 -0.00081724493764281946 -0.00124359253297579 0.0012435909471773727 -0.0012437055373811154 -0.00032831770582437205 -0.0011187387380329169 0.00031572877254936431 -0.0012437362153937331 0.00092052055679853759 -0.00097808054254373313 -0.0011583101765908839 0.00052520005853964836 -0.0012438068328467576 -0.0011914467633383661 -0.0012435527017784986 -0.0012438391355986803 -0.0012435998165868671 -0.0011356731810304465 -0.0012446515958080097 -0.0011920328713296278 -0.0012018425254672557 0.00099358184457639981 -0.0012278994356265513 0.00017006049503909656 -0.00099399631008881273 -0.00078238362137243462 -0.0012350131985291593 -0.00095663874382502273 0.00046298322289979333 -0.00036107301804969949
leaf_weight=0.0022673826549706169 0.0049209419548148494 0.002113915340189009 0.0044092127946768747 0.0010738365381257609 0.0032895347864041469 0.0024449159657962119 0.0015217597871490796 0.0026413106209481887 0.0074055224204698789 0.0027980141262808891 0.0027071158372784501 0.012363886709479743 0.001722540602081323 0.0016006757544193553 0.0019846292690610659 0.0016304189744573558 0.0013115961477012652 0.0041941150157045462 0.0012595367621823774 0.0026530931660140302 0.001238158800333621 0.0024371745076479101 0.0018561981362692484 0.035973185252128573 0.0023288241766934439 0.0016714875362815454 0.0027177013425898613 0.0014340387989939521 0.039201401648343293 0.0024740760723034327
leaf_count=119 126 187 137 6 29 35 25 66 152 234 186 101 18 80 208 20 35 522 22 95 5 16 327 441 50 28 17 46 549 28
internal_value=0 -5.46081e-06 -2.42973e-05 0.000756462 -5.38262e-05 -3.62212e-05 -1.73725e-05 -6.30299e-05 0.000536409 -3.84893e-05 -5.01406e-06 1.79492e-05 4.54333e-05 6.48905e-05 8.27603e-05 2.81512e-05 5.38559e-05 -0.000749261 7.57683e-05 9.39371e-05 0.000111876 0.000129414 -3.82848e-05 3.79387e-05 9.9284e-05 0.000273186 -0.000239638 0.000365661 0.000412054 0.000311165
internal_weight=0 0.152725 0.150458 0.00548305 0.144975 0.142861 0.140416 0.129721 0.0106951 0.12708 0.121364 0.118566 0.115859 0.114136 0.112535 0.100172 0.0981869 0.00571587 0.0965565 0.0952449 0.0939853 0.0927472 0.0428113 0.0401582 0.038302 0.0499359 0.00762895 0.0423069 0.0408729 0.00491125
internal_count=3910 3784 3665 143 3522 3335 3300 3119 181 3053 2506 2272 2086 2068 1988 1887 1679 547 1659 1624 1602 1597 913 818 491 684 61 623 577 44
is_linear=0
shrinkage=0.00124344


Tree=886
num_leaves=31
num_cat=0
split_feature=31 1 150 14 474 1 157 4 4 11 42 16 1213 4 42 151 12 43 13 51 3 160 12 1374 49 43 4 159 15 16
split_gain=0.00149221 0.00126811 0.00149171 0.00166702 0.00169695 0.00190744 0.00171486 0.00176196 0.00278242 0.00183374 0.00208989 0.00267283 0.00154355 0.00152169 0.00135674 0.00133693 0.00130024 0.00122622 0.00121768 0.00132697 0.00204677 0.00121561 0.00152825 0.00140849 0.00152634 0.00120145 0.00247034 0.00123655 0.001452 0.00250046
threshold=-1.0000000180025095e-35 0.12730000000000002 0.082085000000000019 0.077685000000000018 0.080165000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.05864500000000001 0.08184000000000001 0.091955000000000023 0.41476000000000007 -1.0000000180025095e-35 0.26450500000000005 -0.09602999999999999 -0.03268999999999999 0.11655500000000001 -0.15109999999999998 -0.052124999999999998 -0.40274499999999996 0.11265500000000002 0.069910000000000014 0.086305000000000007 -0.094679999999999986 -0.085974999999999982 -0.083684999999999996 -0.51381999999999983 0.10519500000000001 0.041585000000000004 -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 2 3 4 6 -6 -2 9 -9 10 12 -12 -8 21 -14 -16 17 -10 -3 -20 -21 22 -4 -23 -25 -17 -27 28 -28 -30
right_child=1 18 13 -5 5 -7 7 8 16 -11 11 -13 14 -15 15 25 -18 -19 19 20 -22 23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0012052963191421405 -0.0014007272308657797 0.00098164791902874307 0.00013657027765588231 -0.0014005193824770913 -0.00066549638602864038 0.00082122411413996816 -0.0014003774782504069 -0.0012175998822853565 0.00090695696895407919 -0.0014004920230032648 -0.0013972808820835543 0.00080167083803651842 -0.0011295931803062544 0.0012476509565603282 -0.001043907176652478 0.00087894982016089955 -0.0013679731767841142 -0.00021499952409672487 -0.0014004972924903322 0.0011466565819373685 -0.00038557119255300709 -0.00043601912009453843 -0.0012400740631054407 -0.00039978903094191337 0.00093591784093159072 -0.0014008068474645951 0.00082528195884770466 -0.0010983078288103636 0.00050017664334499313 -0.0014004658097403911
leaf_weight=0.0019157521037973515 0.0023495684277907705 0.0043212886781383028 0.004159649201721293 0.0021491642402970959 0.0022952023642570651 0.006440705554759063 0.0011093646582920327 0.0069656666720545593 0.0021632625562517617 0.0017149608921442896 0.0036316163342169352 0.0015450586439804681 0.0012769267845644796 0.0025417614156069126 0.0012944157808387749 0.0077331770014614732 0.0016869569269708498 0.016326478766282907 0.0010594482862416044 0.0030288239573366127 0.0039247199160286073 0.0033092458586452276 0.0025510206967496174 0.0021843549106961299 0.0072307815131864564 0.0016725789783364918 0.0096081733104807082 0.0010426109458618873 0.0049688329294603657 0.0018673921692800117
leaf_count=113 182 159 135 109 159 173 400 264 22 56 388 15 123 79 104 177 32 361 19 70 44 16 93 32 72 14 152 19 96 232
internal_value=0 -4.10835e-05 -9.34256e-05 -0.000184383 -0.000149853 0.000430615 -0.000225587 -0.00018285 -0.000454541 1.3981e-05 8.18343e-05 -0.00074097 0.000221151 0.000228746 0.000282204 0.00034616 -0.000191107 -8.37329e-05 0.00038251 5.94045e-05 0.000281836 9.5491e-05 -0.000386753 0.00034982 0.000626028 0.000413068 0.000225029 0.000380535 0.000474297 -1.90053e-05
internal_weight=0 0.112153 0.0998189 0.0778421 0.0756929 0.00873591 0.066957 0.0646075 0.0271424 0.0374651 0.0357501 0.00517667 0.0305735 0.0219768 0.0294641 0.0281872 0.0201767 0.0184897 0.0123343 0.00801299 0.00695354 0.0194351 0.00671067 0.0127244 0.00941514 0.0268928 0.0191596 0.017487 0.0164444 0.00683623
internal_count=3910 3797 3505 3078 2969 332 2637 2455 679 1776 1720 403 1317 427 917 794 415 383 292 133 114 348 228 120 104 690 513 499 480 328
is_linear=0
shrinkage=0.00140032


Tree=887
num_leaves=31
num_cat=0
split_feature=14 3 124 151 3 158 483 1 41 1374 4 160 13 4 48 133 1 1373 150 1374 0 14 2 457 0 0 13 0 12 4
split_gain=0.000430998 0.000526196 0.000519073 0.000591441 0.000560024 0.000580301 0.000495639 0.00046291 0.000457718 0.000470226 0.000488827 0.000590478 0.000531515 0.000704512 0.000655656 0.000827105 0.00053426 0.000522601 0.000721388 0.000619306 0.00110132 0.000566497 0.000557656 0.00056498 0.000455428 0.000432966 0.000955085 0.000787968 0.000690172 0.000406234
threshold=0.077685000000000018 0.30601500000000009 -0.048219999999999992 -0.084269999999999984 -0.16059999999999997 0.087355000000000016 0.083960000000000021 0.091845000000000024 0.083565000000000014 0.084470000000000003 -0.51381999999999983 -0.23073999999999997 -0.083514999999999992 -0.41745999999999994 0.092150000000000024 -0.0056849999999999991 0.076710000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -0.073394999999999974 0.099370000000000014 0.083995000000000014 -0.082844999999999988 -0.077944999999999987 -1.0000000180025095e-35 -0.053834999999999994 1.0000000180025095e-35 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 29 6 8 -7 9 10 -6 -12 13 -13 15 -15 -17 18 -14 -20 -21 -22 23 25 -24 26 -23 -27 -29 -4
right_child=-2 -3 4 -5 5 7 -8 -9 -10 -11 11 12 17 14 -16 16 -18 -19 19 20 21 22 24 -25 -26 27 -28 28 -30 -31
leaf_value=0.003512302776406974 -0.0017619812214796128 0.0019238961185942534 -0.00080505225074480882 0.00039762342550498525 -0.0022263569947526271 -0.0035206099422938086 -0.001999212404289484 -0.00031372283266627957 -0.0020523847574231277 -0.0023277416773884087 -0.0022863182323118233 0.0035208572038754348 -0.0026086349218031224 -0.0012038561197250637 -0.0017450767181045981 0.00084008031361670085 0.0030289993922340721 0.0020905824132049708 -0.0021052995041198216 0.0023277912122940197 0.0016890777345596657 -0.0029901502021040067 1.5734700288548079e-05 0.0021044931358467811 -0.0027898662121073059 0.0015653502726864848 -8.5608321437056196e-05 0.0011581186064673391 -0.0025326091160499755 0.0017557417085487879
leaf_weight=0.0010116979879644106 0.0017194385407890414 0.0017558748546311334 0.0010238086989318163 0.00298316842069024 0.0011314906012707049 0.0011710604058218768 0.0017323698573674653 0.0010651207105896177 0.0014053153487054706 0.0010550314100470351 0.0012215648664340986 0.0011048371088691064 0.0014349317336690417 0.0017903479112029181 0.0013268537267867595 0.0046246031084493638 0.0019705354891366156 0.0013158219007891594 0.0016655262739533319 0.002483694520684295 0.0018473851081610695 0.0019346126895876097 0.0011534193332636278 0.0013420254107074934 0.0018948667623801532 0.0032571150409101968 0.0051044671910835835 0.0010577694832356937 0.0015449238751017447 0.0030682794341636557
leaf_count=62 126 162 78 219 35 196 302 85 77 76 251 8 47 214 37 233 47 16 26 52 37 507 82 33 230 270 209 43 51 99
internal_value=0 2.75655e-05 -3.44143e-05 0.00118641 -0.000132489 -0.000244354 -0.000154248 -0.00199313 -7.75409e-05 -8.61015e-06 5.37963e-05 0.000121556 0.000201368 0.000857246 0.000554244 0.00091807 0.0014941 -7.11235e-05 -0.000186186 -3.6908e-05 0.000122431 -0.000163797 -0.000361781 -6.92809e-05 -0.00172827 -0.000295445 -0.000883889 0.000411423 -0.00103265 0.00111505
internal_weight=0 0.0554785 0.0537226 0.00399487 0.0497278 0.0456357 0.0433995 0.00223618 0.0416671 0.0402618 0.0392068 0.0380753 0.0368537 0.0108172 0.00971234 0.00838549 0.00659514 0.0260366 0.0247207 0.0232858 0.0216203 0.0191366 0.0172892 0.0142409 0.00304829 0.0128989 0.00703908 0.00585981 0.00260269 0.00409209
internal_count=3910 3784 3622 281 3341 3164 2883 281 2581 2504 2428 2393 2142 539 531 494 280 1603 1587 1540 1514 1462 1425 1113 312 1080 716 364 94 177
is_linear=0
shrinkage=0.00352023


Tree=888
num_leaves=31
num_cat=0
split_feature=1429 4 480 11 16 1 0 2 3 11 40 47 1 2 2 16 150 160 13 16 52 3 43 49 47 1 133 2 4 47
split_gain=0.000417883 0.000514729 0.000676835 0.000474402 0.000566877 0.00051814 0.000807448 0.000553097 0.001218 0.000616244 0.000555738 0.000713393 0.000853782 0.000537019 0.000586294 0.000523447 0.000601933 0.000998478 0.000810433 0.000808044 0.000619182 0.000509598 0.000493461 0.000533447 0.000518002 0.000668681 0.000426339 0.000463765 0.000405484 0.0006565
threshold=-1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 0.088160000000000002 -0.25582999999999995 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.013944999999999997 0.079700000000000007 0.028705000000000001 0.13206500000000002 0.13084000000000004 0.084380000000000024 0.089070000000000024 -0.17157499999999998 -0.07009 -0.082109999999999975 -1.0000000180025095e-35 0.032820000000000009 -0.072349999999999984 -0.083604999999999985 -0.07526999999999999 -1.0000000180025095e-35 0.09252500000000001 0.095575000000000007 0.084285000000000013 0.091525000000000009 0.25367000000000006 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 5 -5 6 21 10 9 -9 11 12 22 -10 -15 28 -17 -18 -19 20 -20 -2 23 -7 25 -24 -23 -28 -16 -30
right_child=1 -3 -4 4 -6 7 -8 8 13 -11 -12 -13 -14 14 15 16 17 18 19 -21 -22 26 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0020084533771950147 -0.0033173442525072424 0.0022202562594573834 -0.0026532609421310045 0.00027542102141233391 -0.0029276125590681425 -0.0015723223216539356 0.00011425388674404128 0.0030373319216305049 0.0025950784693402184 0.00031617316346023905 0.0018879706046121636 -0.0029947395299731953 0.0024787141019934089 -0.0019622910228806359 -0.0023708203129634785 0.002987615991418099 -0.0026380316776465451 0.0033173424524244456 -0.0001908588402131655 -0.0020085699366058458 0.0023456868182728076 -0.001987696536954566 -0.0018214497366210972 0.0011181068745057428 -0.0033127426118025626 0.00140716280915556 -0.0013608547428793662 0.0014901392649481514 0.0019871572568476844 -0.0015682202873593717
leaf_weight=0.0011426732353088101 0.0011790907300894826 0.0011438376082160131 0.0010597409366344115 0.0011594766318694383 0.0012783345087026268 0.0011631610544906579 0.013306374010860548 0.0031113486189529018 0.0010012793059086542 0.0012977332084052051 0.0012351017454292909 0.0010973947380463764 0.0011725337058834393 0.001391801873735333 0.0011719680322812573 0.0011387878961883775 0.001029079168603177 0.0012194642782681351 0.0022182463587796519 0.0012562887425424663 0.002026222524193595 0.0020669009913507575 0.0019397920737020931 0.0026780261966026257 0.0010879353333024255 0.0011096802429193531 0.001271961428988222 0.0012397922745270851 0.0010352870182082086 0.0012756481385096663
leaf_count=181 415 210 235 31 71 101 896 142 15 63 23 26 33 44 22 34 29 85 17 44 25 317 260 176 63 89 89 73 67 34
internal_value=0 1.85476e-05 -2.87743e-05 2.4549e-05 -0.00140418 9.45995e-05 -0.000334818 0.000361635 0.000706462 0.00223641 -0.00021409 -0.00046742 -0.000164346 0.000249565 7.8923e-05 0.00030857 0.000735711 0.000404786 0.000870737 0.000328349 0.00102004 -0.00137264 -0.00055277 0.00030341 -0.00134765 -0.000646582 -0.000871842 4.63853e-05 -0.000781459 2.45705e-05
internal_weight=0 0.0543623 0.0532185 0.0521587 0.00243781 0.0497209 0.0190641 0.0306568 0.0191732 0.00440908 0.0114836 0.0102485 0.00915113 0.0147641 0.0137628 0.012371 0.00888809 0.0077493 0.00672022 0.00550076 0.00424447 0.00575775 0.00797859 0.00384119 0.00413741 0.00304947 0.00457865 0.00251175 0.0034829 0.00231094
internal_count=3910 3729 3519 3284 102 3182 1790 1392 621 205 771 748 722 416 401 357 234 200 171 86 42 894 689 277 412 349 479 162 123 101
is_linear=0
shrinkage=0.00331719


Tree=889
num_leaves=31
num_cat=0
split_feature=1365 1348 14 1456 11 4 3 1213 403 52 43 48 42 43 131 133 160 15 151 49 159 15 12 48 52 12 0 13 13 15
split_gain=0.000406091 0.000447113 0.000725925 0.000596704 0.000511409 0.000553206 0.000605069 0.000539621 0.000459173 0.000525324 0.000493885 0.000786283 0.000736143 0.000799649 0.000717185 0.000825233 0.000727793 0.000568049 0.000559923 0.000671207 0.000693479 0.000666661 0.00074552 0.0005497 0.000528118 0.000577123 0.000517938 0.000533672 0.000433331 0.000585707
threshold=1.0000000180025095e-35 0.084895000000000012 0.078275000000000025 -1.0000000180025095e-35 0.088160000000000002 0.28937500000000005 0.11476000000000001 -1.0000000180025095e-35 -0.084084999999999979 -0.42985499999999993 -0.053009999999999995 0.086665000000000006 0.091590000000000019 -0.0037249999999999996 0.097135000000000013 0.087615000000000012 -0.088649999999999993 0.095465000000000008 -0.051109999999999996 -0.069934999999999983 0.09284000000000002 -0.095799999999999982 0.088375000000000023 0.084905000000000022 -0.11271999999999999 0.096210000000000004 -0.077944999999999987 -0.083924999999999986 -0.092894999999999991 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -10 11 14 13 -12 15 16 -11 18 -15 -20 21 23 28 -21 -18 26 27 -26 -23 -30
right_child=-2 -3 -4 4 -6 6 -8 8 9 10 12 -13 -14 17 -16 -17 24 -19 19 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0021192220995210546 -0.0020256911386229599 0.0020533769706737167 -0.0024567128163920982 -0.0018536364468221685 -0.001433656037135606 0.0027837862495156919 0.00011968597356319965 -0.0020153310250375627 -0.0020537746862231169 -0.0022070544497988114 -0.0023245878907469392 0.0022533694094216405 -0.0024988130260221023 0.0020680285298478266 0.0024699418745258157 -0.0023620668354586145 -0.00097986279803477083 -0.0014412142870551265 -0.0017168640552702561 0.00070715549215972042 -0.0021055207283231848 0.0030733424009209407 -0.00065278842898822955 -0.0019838131182745248 0.0021373902582158253 -0.00044303007638058081 0.0031069420974553165 -0.00091811717696072838 0.0031126339935487919 0.00060464320657150868
leaf_weight=0.0014237587587317959 0.001133587619936093 0.0012108790327491894 0.0013699124548987021 0.0016077634942497357 0.0023588550081043982 0.0018778712677145473 0.0020321775982439227 0.0010961335238679473 0.0011450223548687957 0.0010758310980569794 0.0014446815743469612 0.00313792041742711 0.001314881312534987 0.002198401230165902 0.0015943007389953587 0.0014224795047337322 0.0016096970552723668 0.0019809481641708251 0.0017721573231384005 0.0018303925850595678 0.0010898639559897569 0.0018256179420177441 0.0020717290519065568 0.0016547027515636525 0.0015354309288890845 0.0018006228730138574 0.0020132016570961761 0.001140491670981617 0.0013901263204596477 0.0045724578979617955
leaf_count=340 74 76 119 538 124 219 120 429 211 144 97 188 111 58 47 237 58 58 43 40 54 33 121 49 58 25 47 79 12 101
internal_value=0 2.11532e-05 -2.67336e-05 3.98203e-05 0.000103079 0.000181481 0.00139917 6.89889e-05 0.000144906 0.00020467 0.00027188 0.000742918 -4.00965e-05 0.000107992 0.000354167 3.58745e-05 0.000407637 0.000280376 0.000465668 0.000248316 0.00048958 0.000701517 0.00115112 -0.000570501 0.000754941 0.00118524 0.00181049 0.000835118 0.00163098 0.00118936
internal_weight=0 0.0525983 0.0513874 0.0500175 0.0485938 0.0462349 0.00391005 0.0423249 0.0407171 0.039621 0.0384759 0.01533 0.023146 0.0218311 0.0121921 0.0105978 0.00917528 0.0203864 0.0184054 0.016207 0.0144349 0.013345 0.00985993 0.0034851 0.00809944 0.00648975 0.00468912 0.00267592 0.0077882 0.00596258
internal_count=3910 3836 3760 3641 3301 3177 339 2838 2300 1871 1660 883 777 666 695 648 411 569 511 453 410 356 267 89 267 209 184 137 146 113
is_linear=0
shrinkage=0.00338353


Tree=890
num_leaves=31
num_cat=0
split_feature=1455 1425 4 1348 11 14 31 2 484 150 15 16 52 403 1374 0 457 1 475 43 13 13 16 0 16 13 52 132 40 16
split_gain=0.00153016 0.00156417 0.00189376 0.00178608 0.0017663 0.00180297 0.00164645 0.00163434 0.0017114 0.0016379 0.0015767 0.00207696 0.00150719 0.00154181 0.00163331 0.00213749 0.00160824 0.0016906 0.00186141 0.00163143 0.00219456 0.00197822 0.00195737 0.00232422 0.00205365 0.0014751 0.00192918 0.00176925 0.00149389 0.00144737
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.093505000000000019 0.088315000000000018 0.088250000000000009 -1.0000000180025095e-35 0.099015000000000006 -0.0043499999999999988 0.081245000000000026 -0.073314999999999991 -0.070594999999999977 -0.42985499999999993 -0.092224999999999988 -0.094679999999999986 -0.23029999999999998 0.084715000000000013 0.13026000000000001 -0.083904999999999993 -0.17307499999999998 0.16421000000000002 0.24813000000000004 -0.083564999999999987 -0.06402999999999999 0.064860000000000015 -0.089899999999999994 0.11588000000000002 0.084925000000000014 -0.17127999999999996 -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 5 6 -2 8 -8 25 -11 -12 -10 -14 -15 -16 17 18 -17 20 -20 -22 29 -24 -25 26 28 -27 -9 -21
right_child=1 -3 -4 -5 -6 -7 7 9 12 10 11 -13 13 14 15 16 -18 -19 19 22 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0013354879970391142 0.0014577118010966152 -0.0014582018001444283 0.0010814139760060397 0.0014380005022926383 -0.00088974349256933268 -0.0012399063494154304 -0.0012157674798117092 -0.00045935206637045368 -0.0014570833458527504 0.0014573005032792192 -0.00069393387789157962 0.0012639110544452026 -0.0014253448246429028 -0.0010414934123687538 0.0010434429236354909 0.00085647861084236392 0.00068026837021446275 0.00064330431520955988 0.0012027704510792435 -0.00031528243729327636 -0.0014573822648420377 0.00052266047315373211 -0.0012094201197443777 0.0011843467661763691 -0.00062157013438214333 -0.00034723778732564221 -0.00076905767121369147 0.00079488341631511771 0.0010638182017459405 0.00065090157617016058
leaf_weight=0.001897644984316659 0.0016512002680357787 0.0015801197523552793 0.0033483816402153357 0.0017368338863548152 0.0050929847668541575 0.002489100724368142 0.0030050396785128433 0.001671546382794987 0.0016765630019914815 0.0040118868739114077 0.0024926788179300274 0.0021352372729381841 0.0017075865351232613 0.0031805379394427282 0.0041163075911754129 0.003217989512272367 0.0058714226728540089 0.0054633552716580871 0.0033533506924925396 0.014957726842713459 0.0019454435416648153 0.0023826157089086308 0.010411109243936942 0.0018805735704177503 0.0046201669790590927 0.017257978669997343 0.002076890298020829 0.0034552170975601362 0.0074941186059476186 0.0042191641965647472
leaf_count=189 68 94 212 30 104 43 421 5 100 84 53 24 339 52 31 73 61 42 24 337 27 27 559 29 51 477 35 74 86 159
internal_value=0 -1.76224e-05 3.12021e-07 -2.89815e-05 -4.98938e-05 -1.32554e-05 1.34676e-05 -7.71039e-06 -0.000139495 0.000226052 0.000788851 0.000209381 -9.2625e-05 -5.86478e-05 -2.3083e-05 2.8793e-05 -4.28189e-05 -0.000123761 -0.000212949 -0.000291573 0.000318087 -0.00036736 -0.000421338 -0.000782641 -9.91436e-05 7.38889e-05 0.000498757 -0.000156718 0.000786037 -0.000102709
internal_weight=0 0.128503 0.126923 0.123575 0.121838 0.116745 0.114256 0.112605 0.072009 0.0405956 0.0086398 0.00462792 0.0690039 0.0673274 0.0656198 0.0624392 0.0583229 0.0524515 0.0469881 0.0437702 0.00768141 0.00432806 0.0360887 0.0169118 0.00650074 0.0319558 0.0112426 0.0207132 0.00916566 0.0191769
internal_count=3910 3721 3627 3415 3385 3281 3238 3170 2332 838 161 77 1911 1811 1472 1420 1389 1328 1286 1213 78 54 1135 639 80 677 126 551 91 496
is_linear=0
shrinkage=0.00145689


Tree=891
num_leaves=31
num_cat=0
split_feature=151 4 11 14 47 484 2 1213 3 156 38 1 52 3 150 42 4 15 2 1 42 0 0 16 0 15 43 2 16 0
split_gain=0.000380249 0.000571049 0.00075789 0.000599006 0.000594793 0.00042994 0.000529611 0.000459726 0.000391852 0.000442593 0.000466887 0.000482181 0.00101612 0.000492358 0.000458305 0.000577027 0.000443606 0.000871705 0.000406519 0.000526815 0.000810991 0.000811356 0.000930966 0.000761517 0.000480066 0.000369133 0.000520542 0.000336276 0.000334202 0.000307668
threshold=-0.40391999999999995 0.27608500000000008 0.08184000000000001 -0.46879999999999994 0.096475000000000019 -0.0043499999999999988 0.097940000000000013 -1.0000000180025095e-35 -0.14539499999999997 0.091280000000000014 0.085905000000000023 0.10031000000000002 0.11401500000000002 0.090325000000000003 0.086420000000000011 0.091955000000000023 0.028075000000000006 0.05377500000000001 0.096540000000000015 1.0000000180025095e-35 0.087325000000000014 -0.089879999999999974 -0.083424999999999985 -0.087734999999999994 -0.017269999999999997 -1.0000000180025095e-35 -0.15426499999999996 1.0000000180025095e-35 -0.085924999999999987 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 25 10 11 12 13 14 15 18 17 -13 19 20 21 -10 -23 -21 -20 -9 -27 -25 -15 -18
right_child=1 3 -4 4 -6 7 -8 8 9 -11 -12 16 -14 28 -16 -17 29 -19 24 23 -22 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.0020644994003086179 -0.0033397564800979806 -0.0010748982999137504 -0.0025531034517509384 0.0026614825815580944 3.1481368957114561e-05 -0.0017982873942809438 0.00015104030384776172 0.0029291249061583428 -0.0035205066722751063 -0.0017976952970764446 -0.0022496872953475908 0.0026642445446662514 -0.0031008850288073687 -4.2984408719665982e-05 -0.0018467231685082466 -0.0021387388622679049 0.00079082162792715779 -0.00099793373827872581 0.00010008991116813593 0.0026446244899650728 0.0020665178914515102 0.0014018275816552765 -0.0022263816815898652 -0.00096751174695872393 0.0030123575259144693 0.0022055983296770023 -0.0010718662839255002 0.0014517705146671665 0.0017737018164498638 -0.00078912851922547311
leaf_weight=0.0011050062763922055 0.0010557333934368964 0.0012674010771513977 0.0015199313492675328 0.0028073851593999324 0.0017175314379969109 0.0015996266556670405 0.0010994731223850085 0.0011089984359387017 0.0015301446514372407 0.0015900896106666442 0.001017542803115389 0.0030371376335036615 0.0013289283589879011 0.0021439674721932533 0.0019045414695435517 0.0014393185474509415 0.0042577110685968478 0.0010961284694221973 0.00158324147965061 0.0017138930517592854 0.0010156873007884926 0.0017185368141507873 0.0017883636096671807 0.0023562574527353775 0.0012593581725468548 0.0011372262533768662 0.0012724041323224347 0.0010202619018002679 0.003025863677155626 0.0023817317881622557
leaf_count=85 465 56 156 323 42 558 113 23 130 205 42 188 282 29 86 198 38 49 133 41 42 126 160 165 12 21 32 17 39 54
internal_value=0 2.24232e-05 -0.000108737 0.00106409 0.00166321 -2.52148e-05 -0.00155894 5.28792e-05 0.000125587 1.94039e-05 0.000100523 0.000169638 -0.000109775 6.68944e-05 -0.000217532 -1.63744e-05 0.000787677 0.00169305 0.000202045 -0.00010108 -0.000803015 -0.00138164 -0.000448398 0.000733552 0.00139031 0.00124844 0.000474935 -0.000236492 0.00102031 0.000224055
internal_weight=0 0.0517944 0.0460021 0.00579232 0.00452492 0.0444822 0.00215521 0.042327 0.0407273 0.0372087 0.0356186 0.0346011 0.0238284 0.0224994 0.0173296 0.0154251 0.0107727 0.00413327 0.0139857 0.0111431 0.00605273 0.00503705 0.0035069 0.00509041 0.0028426 0.00351863 0.00240963 0.00337652 0.00516983 0.00663944
internal_count=3910 3825 3404 421 365 3248 578 2670 2112 2036 1831 1789 1460 1178 1110 1024 329 237 826 681 458 416 286 223 145 76 53 182 68 92
is_linear=0
shrinkage=0.00352023


Tree=892
num_leaves=31
num_cat=0
split_feature=3 1365 1348 14 1456 11 124 3 15 2 1 1 2 4 3 48 42 42 15 48 16 16 16 15 15 0 0 1 42 15
split_gain=0.000366387 0.000396653 0.000410049 0.000650341 0.000544629 0.000410485 0.000526557 0.000659637 0.000638147 0.000421118 0.00039682 0.00109442 0.000710434 0.000578536 0.000722196 0.00064781 0.000521934 0.000755494 0.00070281 0.000853613 0.000432938 0.000385208 0.000371828 0.000545464 0.000629331 0.000664305 0.000619775 0.000368304 0.000359135 0.000352656
threshold=0.30601500000000009 1.0000000180025095e-35 0.084895000000000012 0.078275000000000025 -1.0000000180025095e-35 0.088315000000000018 -0.048219999999999992 -0.12008499999999998 -1.0000000180025095e-35 0.094825000000000007 0.094695000000000015 0.09112000000000002 0.10705000000000002 -0.49269499999999994 0.084925000000000014 0.084500000000000006 0.083725000000000008 -0.089024999999999979 0.041585000000000004 0.086870000000000017 0.050115000000000007 -0.25582999999999995 -0.004514999999999999 -0.074174999999999977 -0.095799999999999982 -0.11756999999999999 -0.10783 0.079355000000000023 0.095385000000000011 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -6 11 12 13 -9 16 -16 17 -15 19 -18 22 -7 23 24 25 29 -25 -19 -22 -12
right_child=-2 -3 -4 -5 5 21 7 10 -10 -11 20 -13 -14 14 15 -17 18 27 -20 -21 28 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.003169557485400599 0.0021809387178474424 -0.0031009497290999015 0.0028427888696878002 -0.0038729704109922744 3.8047342329193686e-06 0.00015217397256871813 0.0039454168507789917 -0.0036784869254959285 0.0004962989354926168 0.0037207849254429354 0.00070500417907603901 -0.004867800613226907 -0.0035003315915166909 0.0012688250125565703 0.0033738911158348772 -0.00014596691811153293 -0.0034891472402881923 -0.0042287310266696972 0.0021673348446322092 0.0021486063584392071 -0.0019453092642045791 -0.0039577524621348479 0.003585772264840744 0.00055465951569393177 0.0044925842655226924 0.002635158425765137 -0.0040420951776452673 -0.00086304436991567956 0.0013454874467200375 -0.0032981042713914515
leaf_weight=0.001299536878431872 0.0017623577478138577 0.0010517439289161592 0.0011689456338430651 0.001091590074898007 0.0012808289325600955 0.0010587427273520689 0.0018131326561858785 0.0010162077419026859 0.0046352723162499309 0.001755769122695483 0.0010571325676664856 0.001423896780905042 0.0016152093993919694 0.0014106476762154596 0.0026442308363723308 0.0024452066277262929 0.001701592416158304 0.0021938567855516351 0.0028343210679846464 0.0010583976037186194 0.0027894675888120455 0.0011624321335617074 0.0011431801902830321 0.0020518936086091344 0.0013244722391831942 0.0019936977229138009 0.001091883458445686 0.0012344730796343129 0.0011330431518885575 0.0010819275480571395
leaf_count=339 164 73 70 117 144 36 79 53 124 123 28 133 248 245 30 36 319 416 412 91 107 85 26 36 44 74 81 94 63 20
internal_value=0 -0.000106157 -4.1228e-05 -0.000112439 -2.36836e-05 6.7264e-05 0.000174658 2.33131e-05 0.00146611 0.00215297 -0.000256542 -0.000706484 -0.000380096 -7.53708e-05 0.00016051 0.00168278 -0.000582067 -0.00176747 0.000443289 -0.00132719 0.000388016 -0.00199872 0.000944643 0.000593604 0.00153576 0.00058815 -0.00104187 -0.00301681 -0.000994741 -0.00131975
internal_weight=0 0.0495627 0.048511 0.047342 0.0462505 0.0449509 0.0427297 0.0396931 0.0064484 0.0030366 0.0332447 0.019578 0.0181541 0.0165389 0.0155227 0.00508944 0.0104333 0.00483898 0.00559431 0.00275999 0.0136667 0.00222117 0.00974419 0.00860101 0.00545723 0.00413276 0.00314378 0.00342833 0.00392251 0.00213906
internal_count=3910 3746 3673 3603 3486 3147 3026 2759 203 267 2556 2077 1944 1696 1643 66 1577 755 822 410 479 121 309 283 166 122 117 510 170 48
is_linear=0
shrinkage=0.00492917


Tree=893
num_leaves=31
num_cat=0
split_feature=9 2 123 160 39 52 42 0 1 15 0 4 133 15 16 16 2 1 43 151 124 3 151 16 1446 13 13 132 15 457
split_gain=0.0014135 0.0015241 0.00206227 0.00135962 0.00135419 0.00136893 0.00188204 0.00150635 0.00191546 0.00197434 0.00199377 0.00175193 0.00145174 0.00183895 0.00145915 0.0018212 0.00148647 0.00134194 0.00127509 0.00145138 0.00117937 0.00158463 0.00129709 0.00175183 0.00109552 0.00114582 0.00128515 0.00205736 0.00123329 0.0016296
threshold=-0.016839999999999997 0.099015000000000006 0.084000000000000005 0.31473500000000004 0.18016500000000005 -0.27466499999999994 0.10056500000000002 -0.069794999999999982 0.13026000000000001 -0.11739999999999999 -0.10575999999999998 -0.37626499999999991 0.083815000000000014 0.083935000000000023 -0.087089999999999987 -0.089864999999999987 0.087995000000000004 0.078340000000000007 -0.088734999999999994 -0.088294999999999985 -0.52484999999999993 0.31335500000000011 -0.40391999999999995 -0.54165499999999989 0.091660000000000005 -0.5337599999999999 -0.091849999999999987 0.079995000000000011 -0.074174999999999977 -0.23224999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 20 5 6 -2 8 9 -7 18 -9 14 -14 15 -12 -16 -18 -11 -20 -3 22 -22 -24 25 -25 -27 28 -28 -30
right_child=1 2 -4 -5 -6 7 -8 11 -10 10 12 -13 13 -15 16 -17 17 -19 19 -21 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.00094656032087118839 -0.0011719401559200887 -0.0011719756873264414 0.00079925484495528554 0.0010563649192886718 0.0011724822829022963 -0.00097860533034425001 0.00058984699935623231 -0.00035731842863270715 0.0011721601773092795 0.00093570785708393998 -0.00067673782458532381 0.00045013521922845023 -0.00063130468597583523 0.00054517020739363133 -0.0011719154120761045 0.00054732897020558821 -0.00093469159187294462 0.00070030243756373761 0.00074022112827394279 -0.00015082912087931009 -0.0010817171320553051 0.0011718409444944589 0.0011105885750160253 -0.0011327952120302001 -0.0011718980620924234 0.00047076103528482372 0.00013374381551819044 0.00071150345284820614 0.00088732839570766742 -0.0005745889118444307
leaf_weight=0.0020387242208119707 0.0036550186534984866 0.0011551523075468131 0.0055171383636860574 0.001727425354182798 0.0010604361038417656 0.0046859773366327842 0.0010780085969255282 0.0054806276329486528 0.0013267030805650384 0.0021430337173597982 0.0041948614134108553 0.011286640170766304 0.0032843245802105505 0.0041028880725244576 0.0071443977161633893 0.0027712018253822556 0.0014546505767789597 0.0013097825149088749 0.0029560622730002697 0.016622195632390195 0.0015137431904008727 0.0015989291958859999 0.0019335920675871412 0.0011773762616940067 0.0011265169653151821 0.007460600561444152 0.0081264821416127085 0.0037949421072376302 0.0011469829441921328 0.011992071219500747
leaf_count=121 183 8 166 37 6 174 20 85 15 40 265 211 298 309 566 96 182 11 21 173 28 74 45 3 52 89 202 84 6 340
internal_value=0 -3.71528e-05 0.00012506 3.80585e-05 -0.000142175 -0.000161144 -0.00077067 -0.00011919 -0.000217672 -0.000254062 -0.000180227 0.000186207 -0.000411083 2.21143e-05 -0.000600721 -0.000189786 -0.000889614 -0.000160035 7.76327e-05 -1.62921e-05 -4.81751e-06 2.89975e-05 -1.87479e-05 2.50259e-05 -3.52479e-05 2.74951e-06 4.38602e-05 -8.32298e-05 -0.000225054 -0.00044697
internal_weight=0 0.122828 0.048271 0.0427538 0.0745568 0.0734964 0.00473303 0.0687633 0.0519961 0.0506694 0.0459834 0.0167673 0.0242621 0.00738721 0.0168749 0.00696606 0.00990883 0.00276443 0.0217213 0.0195783 0.0410264 0.0398712 0.0382723 0.0367586 0.034825 0.0336985 0.0325211 0.0250605 0.0212655 0.0131391
internal_count=3910 3789 1134 968 2655 2649 203 2446 2150 2135 1961 296 1727 607 1120 361 759 193 234 194 931 923 849 821 776 724 721 632 548 346
is_linear=0
shrinkage=0.00117172


Tree=894
num_leaves=31
num_cat=0
split_feature=9 150 484 1 0 16 474 448 15 2 51 3 47 1 160 133 15 133 1375 124 15 151 131 155 129 15 13 4 150 48
split_gain=0.00158844 0.00159434 0.00176452 0.00206779 0.00203397 0.00202566 0.00217302 0.00170639 0.00203032 0.00167965 0.00156482 0.00222469 0.0014438 0.00164754 0.00165925 0.00161918 0.00213038 0.00151321 0.00158342 0.00174893 0.00159146 0.00189786 0.00156714 0.00143191 0.00157889 0.00133601 0.00127673 0.00127612 0.00164547 0.0014531
threshold=-0.016839999999999997 0.082085000000000019 -0.0043499999999999988 0.12811000000000003 -0.070894999999999986 0.081265000000000018 0.084835000000000008 -0.037059999999999989 -0.074174999999999977 -1.0000000180025095e-35 0.14795500000000003 -0.115685 0.11939500000000002 0.076710000000000014 -0.077139999999999986 0.083815000000000014 0.083935000000000023 -0.0056849999999999991 -0.066804999999999989 -0.089794999999999986 0.084695000000000006 -0.0095999999999999992 0.10033500000000002 0.088680000000000023 0.092070000000000013 0.090325000000000003 -0.5337599999999999 0.015635000000000003 0.086025000000000018 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 27 -4 11 -10 13 15 -15 -11 -17 25 -19 -20 21 -21 -22 24 26 -16 -6 28 -9 -30
right_child=1 7 3 -5 23 -7 -8 8 10 12 -12 -13 -14 14 17 16 -18 18 19 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010589975426120645 -0.00084560683648956625 0.001162453246435493 -0.0011555964696405414 0.00042362888778806225 -0.00091991019372947476 -0.0012685265482577433 0.00060768508038080114 0.00075609225011096101 0.0008250819838739378 -0.00092176554882705819 0.0010488446198986278 -0.0010137763850194797 -0.0012686479601681868 -0.00062188439351151424 -0.0010290820801792261 -0.00080552501370286303 0.0007088594460499067 -0.0011062077605344723 -0.0010993885637922405 -0.00017910195799831306 -0.001160585254565013 0.0011520748832404128 0.00087138309744036208 -0.0012683584149285358 -0.00090102151883313846 0.00044823609325250389 0.00033362337614218458 0.0010781444634613182 -0.00088854600745654475 0.00041461519220038431
leaf_weight=0.0020960874002575727 0.0052083970482832411 0.002835912645082316 0.0036174149524867963 0.011202724608533998 0.001384193619855977 0.003307352177607469 0.0043952182980140355 0.0044404798640584886 0.0013284891088005679 0.0078818673388374449 0.0010206129426890698 0.0052045022496542978 0.0021321336457731368 0.005296950414241052 0.0026741671262726632 0.0029810920358785973 0.0029961357728787164 0.0010723923760451734 0.0010220708700217082 0.0022195434019636195 0.0014097444090879216 0.0076986378101082664 0.0010770038473992827 0.0011516469959857991 0.0020248309736956563 0.001558691167005577 0.023441402946609458 0.0034280227522600617 0.0029503384391560417 0.0025801169579722227
leaf_count=121 577 73 58 213 6 151 96 67 14 721 12 165 30 126 91 146 182 9 9 30 89 79 36 142 36 63 418 41 61 48
internal_value=0 -5.47366e-05 -0.000127743 -8.64498e-05 -0.00015847 -0.000308442 -0.000242335 0.000239131 0.00011416 -0.000327949 -0.000411674 -0.000639843 -0.000253139 -0.000195992 4.86611e-06 -0.000544245 -4.64271e-05 0.000182093 0.000376864 0.000495314 0.000626705 0.000854177 -0.000280545 0.000116497 0.000175895 -0.00048508 0.00026373 0.000410596 0.000181092 -0.000280584
internal_weight=0 0.119542 0.0957536 0.0905452 0.0793425 0.0513404 0.0480331 0.0237885 0.0209526 0.0436378 0.0075536 0.00653299 0.0400204 0.0378883 0.0240292 0.0138591 0.00597723 0.0187323 0.0144994 0.013427 0.0124049 0.00991818 0.00248675 0.0280021 0.0268504 0.00423286 0.0248256 0.013399 0.00997094 0.00553046
internal_count=3910 3789 3308 2731 2518 1916 1765 481 408 1669 191 179 1611 1581 532 1049 328 406 252 243 234 109 125 602 460 154 424 217 176 109
is_linear=0
shrinkage=0.00126831


Tree=895
num_leaves=31
num_cat=0
split_feature=160 1 51 3 3 12 129 3 41 4 43 16 2 16 2 15 160 0 0 13 1 3 16 51 51 13 15 160 0 3
split_gain=0.000398354 0.000393745 0.000539743 0.000559788 0.000912111 0.000514707 0.000500441 0.000534045 0.000679878 0.000579255 0.000387533 0.000742459 0.000608671 0.000806077 0.00075678 0.000517837 0.000545664 0.000610815 0.000536518 0.000497516 0.000472222 0.000560543 0.000450584 0.000566041 0.000800169 0.000448154 0.000390751 0.00036502 0.000360685 0.000333064
threshold=-0.40446999999999994 0.12730000000000002 -0.40274499999999996 0.11265500000000002 0.16699000000000003 0.11655500000000001 0.092070000000000013 -0.16059999999999997 0.082980000000000012 -0.071454999999999991 -0.11046999999999998 -0.17157499999999998 0.097940000000000013 0.070590000000000014 0.10836000000000003 -0.11739999999999999 0.099550000000000013 -0.035699999999999989 -0.082994999999999985 -0.089899999999999994 0.084795000000000023 0.090325000000000003 -0.17157499999999998 0.12342500000000002 -0.069879999999999984 0.16421000000000002 -0.03231499999999999 -0.092169999999999988 -0.082284999999999983 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 5 -3 -4 -5 6 7 9 10 -2 11 -9 13 15 19 -12 17 18 27 -14 -16 -22 -23 24 -24 -13 -21 -17 -7 -29
right_child=1 2 3 4 -6 28 -8 8 -10 -11 12 25 14 -15 20 16 -18 -19 -20 26 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0024599339358915757 7.2598183509642024e-05 -0.0015596987364856255 0.0036186600582238087 -0.0015101118970234737 0.0033854017419084272 -0.0039811583906946514 -0.0029548037552515152 0.003968172755788495 -0.0032548511951309977 0.003753430644488168 -0.0026598227337196103 0.0013771087958768251 0.0036869140076342252 -0.0029071997449456725 -0.0024857712400254144 -0.002135486768663734 -0.0029009811814303781 0.0033520298702440759 -0.0026441302867425825 0.002600818902146669 0.0027232456561431624 -0.0022364369298189927 -0.00080869300855590683 -0.0019950691921619313 0.0041074974973089205 -0.0019733655753892787 -0.0010783247195198429 7.5971225479135358e-05 -0.00037124524562266633 0.0019034782435085199
leaf_weight=0.0012079535131201405 0.0017133550180092882 0.0011411531285148158 0.0017871494222594366 0.0016575425101166275 0.0012141383028199115 0.0010383633274446691 0.0010312984665987726 0.001288627034449874 0.0011949296597988371 0.0014565280418974416 0.001524386985615629 0.0019207611521314663 0.0019747412148305443 0.0024099099932075587 0.0013135614485797475 0.0011250368666310137 0.0011483004816144051 0.0010333247558627192 0.001344991196985835 0.001026980260546706 0.00141646952861052 0.001575710593357372 0.0012036405846345142 0.0011277545789880605 0.0012353104577442747 0.0011909160248280148 0.0011018939779463563 0.0097311523544018549 0.001000962035098584 0.002263487004971588
leaf_count=305 119 25 163 31 122 48 155 22 91 58 149 156 34 231 157 80 117 38 496 101 82 57 22 12 34 98 75 716 80 36
internal_value=0 3.37792e-05 0.00108526 0.00173313 0.000559697 -0.0001036 -2.2089e-06 7.14812e-05 -6.91351e-05 0.0017639 3.38687e-05 0.00122911 -0.000127679 -0.00057526 0.00064148 -0.000265984 -4.67678e-05 0.000164711 -6.29843e-05 0.00213555 -0.000137325 0.000333003 -0.000325385 0.000518885 0.00168132 9.47992e-05 0.000696514 0.000201627 -0.0022093 0.000420837
internal_weight=0 0.0501924 0.00579998 0.00465883 0.00287168 0.0443924 0.0423531 0.0413218 0.0381519 0.00316988 0.036957 0.0044003 0.0325567 0.0205806 0.0119761 0.0181707 0.0166463 0.015498 0.0144647 0.00410362 0.00787245 0.00655889 0.00514242 0.00356671 0.00243895 0.00311168 0.00212887 0.0131197 0.00203933 0.0119946
internal_count=3910 3605 341 316 153 3264 3136 2981 2804 177 2713 276 2437 1863 574 1632 1483 1366 1328 210 364 207 125 68 56 254 176 832 128 752
is_linear=0
shrinkage=0.00429114


Tree=896
num_leaves=31
num_cat=0
split_feature=1429 15 51 15 2 483 484 42 403 457 2 1 11 48 1375 403 158 51 4 0 49 133 16 2 42 1 43 52 12 16
split_gain=0.00036837 0.000410711 0.000655557 0.000554641 0.000528536 0.000558559 0.000547478 0.000773016 0.000534152 0.000563044 0.000886823 0.000555991 0.000528989 0.000605517 0.000599671 0.000566675 0.00060306 0.000434129 0.000425033 0.000599815 0.000415071 0.000438017 0.000464479 0.000576082 0.000542518 0.000539154 0.000507384 0.000500271 0.000737177 0.00024199
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.10589500000000002 -0.19153499999999998 -0.10017999999999999 0.085195000000000007 0.085515000000000022 0.078965000000000021 -1.0000000180025095e-35 -0.0034949999999999994 0.11290500000000002 0.083370000000000014 0.08184000000000001 0.016865000000000002 -0.43271999999999994 0.088015000000000024 0.085745000000000002 0.083165000000000017 -0.013929999999999998 -0.029849999999999998 -0.07107999999999999 -0.090054999999999982 -0.078844999999999985 0.10946500000000002 0.084745000000000015 0.095575000000000007 -0.075819999999999985 0.091210000000000013 0.091555000000000011 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -10 -6 13 15 -15 16 17 20 19 -16 -11 -22 24 25 29 27 -27 -24 -29 -23
right_child=1 3 -4 4 5 -7 7 -9 9 12 -12 -13 -14 14 18 -17 -18 -19 -20 -21 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0022572454520391433 0.0025278886381646477 -0.0025665585828366722 -0.0010709219678335007 0.0026198086494859988 -0.0037357933656192686 -0.0023930747403097126 0.0025830242535603257 -0.0013036296545024385 -0.0032840996807621441 -0.0012420359586858779 0.0011455243615568534 1.1313502982789249e-05 -0.0022395717531108199 -0.0012037004350645226 -0.0011457064058860338 -0.0021826255799503908 -0.0024532446501972639 -0.0017933662552040604 0.0019827107416627086 0.0021176919574518284 -0.0016175542476361924 0.00087550013941900377 -0.0021038677584948743 0.0021971387726381058 -0.00019090242033830844 -0.00075297534530399733 0.0026089630613659134 0.0024088829906970576 -0.0018191711130520259 0.0029361904929881095
leaf_weight=0.0010055410040269433 0.0021151257642073587 0.0012027423788762972 0.0010605657659192858 0.0010527284318424526 0.0011232779230697645 0.0013852408470956803 0.0024372594201687017 0.0010101000391642412 0.0017008884592188958 0.0019787879396364607 0.0010024787180480388 0.001087733821710013 0.0012648070720082663 0.0015015055084131044 0.0018114491316834069 0.0017200458689645695 0.0012605439085624495 0.0013943515976340129 0.0054987219842099746 0.0013884508581298869 0.001179448441269936 0.0011083239299498615 0.002528891725495766 0.0016862801394976756 0.0016648028800574366 0.0010983660719539046 0.0014581449684882841 0.0011554789090509332 0.0011464946859238712 0.0028155476776623315
leaf_count=181 284 89 27 64 626 321 78 156 151 62 29 206 97 17 56 261 161 112 198 52 148 55 165 65 50 28 32 40 51 48
internal_value=0 2.69819e-05 0.00132602 -6.33614e-05 4.35549e-06 -5.90752e-05 1.7864e-05 0.00144421 -0.000109606 -1.20978e-06 -0.00164148 -0.00189236 0.000130525 0.00022306 0.000976452 -0.000123168 4.98372e-05 0.000214045 0.00135278 0.000270297 0.000371113 0.000572611 0.000748789 0.000226974 0.001596 -0.000222746 0.00116456 -0.000956911 0.000303107 0.00235413
internal_weight=0 0.0488386 0.00317569 0.0456629 0.0444602 0.0434074 0.0420222 0.00344736 0.0385748 0.0363638 0.00270337 0.00221101 0.0336604 0.0323956 0.0102001 0.0221955 0.0204755 0.0192149 0.00869862 0.0031999 0.0178206 0.0158418 0.0146623 0.00907366 0.00558867 0.00738738 0.00255651 0.00483087 0.00230197 0.00392387
internal_count=3910 3729 311 3418 3329 3265 2944 234 2710 1878 180 832 1698 1601 323 1278 1017 856 306 108 744 682 534 381 153 316 60 256 91 103
is_linear=0
shrinkage=0.0037357


Tree=897
num_leaves=31
num_cat=0
split_feature=1348 51 39 3 1 1456 453 0 14 3 0 13 474 0 457 1 133 52 2 16 133 12 131 13 13 12 0 43 52 1186
split_gain=0.00148477 0.00182245 0.00214313 0.00154942 0.0012505 0.00122668 0.00124723 0.00117045 0.00112859 0.00132096 0.0016105 0.00202057 0.00159356 0.00144003 0.00120266 0.00138672 0.0017836 0.00144586 0.00192061 0.00138033 0.00113357 0.00117582 0.00100149 0.000993925 0.00139325 0.00223169 0.00123376 0.00165645 0.00138135 0.00130338
threshold=0.094400000000000012 -0.40274499999999996 0.005105000000000001 0.31335500000000011 0.088010000000000019 1.0000000180025095e-35 0.091855000000000006 0.12007500000000002 0.078275000000000025 -0.12008499999999998 -0.10071499999999999 -0.15610499999999997 0.084835000000000008 -0.089879999999999974 -0.066264999999999991 0.077800000000000022 0.084285000000000013 -0.0041199999999999995 0.075670000000000015 -0.072359999999999994 0.096395000000000022 0.086115000000000011 0.097560000000000022 -0.083514999999999992 -0.084184999999999996 0.088325000000000015 -0.053834999999999994 -0.17307499999999998 -0.091329999999999981 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 5 7 6 8 -4 9 20 12 -12 14 -13 -11 16 -16 19 -19 -17 21 -3 -1 24 25 -15 27 -25 -29 -30
right_child=-2 2 4 -5 -6 -7 -8 -9 -10 10 11 13 -14 23 15 17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-0.0012939121999573681 0.0012778487789086479 0.00080475037995918653 -0.00085742628330845384 0.0010684839523986617 0.00071295423007863542 -0.0010217348666227788 -0.0012938849947804294 0.00055453165538668853 -0.0011956800294558242 -0.00080407168844835416 0.00047332735701662943 -0.0012829689772173561 0.00097770501145253721 -0.0012911541392060097 -0.0012939179756483849 0.00025097401309039032 0.00023925907874585683 -5.6419406978218104e-05 0.00095419915654078714 -0.00084056943851368012 -0.0007474143298950032 8.4319876740862395e-05 0.0001905745517001813 0.0006859655656311015 0.00088442334626037081 0.00051686616573793948 -0.0011080023656652009 0.00010072078587044375 -0.0010834333892491901 0.00050640767098378411
leaf_weight=0.0029124587303233076 0.0014434466271353577 0.0064670179867079005 0.0019633030449313091 0.0019110399091699639 0.0097997784250347664 0.0023969510408026187 0.0014002357308502402 0.0019669513014832773 0.0014455012430971683 0.0029024543645590475 0.0044920620416633019 0.0031669154785423015 0.0029911221795373413 0.0021969098027718736 0.0025523815355619128 0.0045996465154871657 0.0025272834846958858 0.0057741524999386246 0.006917408648178025 0.0033517505228246574 0.0016424731458641864 0.0091644516979698665 0.0010294139021311821 0.0022687258434856928 0.0022938909516962936 0.0023807220036689003 0.0044451686883988624 0.0038203432716272774 0.0061912840572828634 0.0010027933585305959
leaf_count=123 28 91 67 120 355 295 31 14 98 42 31 282 27 277 79 33 36 38 77 31 15 184 21 73 43 97 192 164 917 29
internal_value=0 -4.31202e-05 -9.77494e-06 -8.37065e-05 0.000465705 -0.000109194 -8.31525e-05 -0.000150792 -6.26268e-05 -4.24438e-05 -0.000128278 -0.00033164 7.92183e-05 -0.000461867 -1.46674e-05 7.44064e-05 -0.000531117 0.000223409 0.000494408 -0.000209144 0.00027495 0.000382375 -0.000906241 -0.00035616 6.152e-05 -0.000350844 -0.000518054 -0.000320629 -0.000527965 -0.000861823
internal_weight=0 0.105975 0.102033 0.0883027 0.01373 0.0863916 0.0839947 0.00393025 0.0825945 0.081149 0.063875 0.0322588 0.0316162 0.0277668 0.0286251 0.0257226 0.00507967 0.020643 0.0126916 0.0079514 0.0172739 0.0156315 0.00394187 0.0245998 0.00687152 0.00457763 0.0177283 0.0132831 0.0110144 0.00719408
internal_count=3910 3882 3738 3302 436 3182 2887 81 2856 2758 2468 2105 363 2074 336 294 115 179 115 64 290 275 144 1792 417 374 1375 1183 1110 946
is_linear=0
shrinkage=0.00129368


Tree=898
num_leaves=31
num_cat=0
split_feature=480 1 0 16 16 2 1429 156 474 0 0 43 48 457 15 51 0 39 42 42 48 43 16 49 3 3 0 16 4 16
split_gain=0.000373314 0.000388049 0.000755857 0.000523723 0.000629962 0.000495855 0.00052535 0.000501659 0.000619374 0.000497763 0.000558275 0.000933995 0.000595703 0.000609155 0.000625099 0.000415599 0.000538141 0.000382681 0.000369141 0.000514035 0.000604433 0.00123467 0.000397174 0.000314864 0.000306241 0.00061673 0.00050736 0.000464001 0.000294381 0.000415911
threshold=0.086640000000000009 1.0000000180025095e-35 -0.084074999999999997 -0.50763499999999995 0.0015250000000000001 0.14808000000000002 0.084515000000000021 0.084090000000000012 0.085070000000000021 -0.017269999999999997 -0.10575999999999998 -0.24333999999999997 0.12675000000000003 -0.0034949999999999994 -0.095799999999999982 0.085845000000000019 -0.13027499999999997 0.005105000000000001 -1.0000000180025095e-35 0.084100000000000022 0.088875000000000023 -0.24333999999999997 0.15100500000000003 1.0000000180025095e-35 -0.074234999999999982 -0.078884999999999997 -0.077944999999999987 -0.0072149999999999992 0.0051950000000000008 -0.092714999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -12 13 -3 15 16 23 24 -4 22 21 -21 -20 -15 25 26 -13 -26 29 -16
right_child=-2 5 18 4 -6 -7 -8 8 -10 -11 11 17 -14 14 28 -17 -18 -19 19 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00061842147243793065 -0.0021130766176646948 -0.0010269682174853484 -0.0012538783856067333 -0.0034814210076254 -7.4849952761003231e-06 0.0029305976093219272 0.0023518408353248197 -0.0030152062542497795 0.00074837065229501807 0.0021277919658794896 -0.0038870858507275394 -0.0028263791810272648 -0.0017290266127433492 0.0032311568429552479 0.002784053145173541 -0.0017049326626166796 -0.00096894298202752254 0.0015666690608768311 0.002222105308106482 0.0013219293612592132 0.0017546055354248575 -0.0038869367094431151 0.00013799702334730597 0.00045550295242894245 -0.00039144638278910309 0.0020222225255453561 0.00088355194779132318 -0.0036502035201227572 0.0028944416187721951 -0.00072295240638548311
leaf_weight=0.0011021193705715859 0.001253114267090071 0.0021596798383427549 0.002465738184487253 0.0026062997814118556 0.0011305717759448886 0.0010409511702711418 0.0016238282570490972 0.0016405460996153911 0.0011057366859823503 0.0019647499249182436 0.0011727989734033892 0.001238591253513552 0.0015100823491707169 0.001379640694637807 0.001013141090647986 0.0012196456566613278 0.0014794707855543283 0.0015404341543425737 0.0028126714037233248 0.0012206709096389545 0.0011325476138583923 0.0015734572800001345 0.0027142237124735402 0.0011173381232474355 0.0018839887944981371 0.0015587101620697652 0.0010116472774495122 0.0010159385259154189 0.0032866164023168665 0.0010302959910237705
leaf_count=44 249 51 426 781 92 136 104 138 96 151 37 229 35 50 36 37 28 113 51 16 33 372 27 48 83 109 103 78 93 64
internal_value=0 3.59331e-05 -0.000440543 -0.00173601 -0.0024304 0.000293563 0.000201918 7.8684e-05 -0.00149988 0.000248141 9.17752e-05 -0.000641694 0.000578593 0.000853285 0.00123906 0.000279797 0.000888547 -0.000180299 8.53873e-05 0.000434703 -0.00064052 -0.00161134 0.00119861 0.00198912 -0.000581422 0.00014313 -0.00115849 -0.00153309 0.00217422 0.00101583
internal_weight=0 0.0477521 0.0167583 0.00483899 0.00373687 0.0309938 0.0299529 0.0283291 0.00274628 0.0255828 0.023618 0.00942211 0.0141959 0.0126858 0.0105261 0.0051961 0.00397645 0.00824931 0.0119193 0.00945357 0.00392668 0.00279413 0.0055269 0.00249698 0.00670888 0.00380895 0.00225024 0.00289993 0.00533005 0.00204344
internal_count=3910 3661 1842 917 873 1819 1683 1579 234 1345 1194 752 442 407 356 163 126 715 925 499 421 388 78 98 602 441 332 161 193 100
is_linear=0
shrinkage=0.00388662


Tree=899
num_leaves=31
num_cat=0
split_feature=31 472 2 484 151 1446 151 147 457 150 484 1429 1213 15 1 156 158 128 151 148 403 52 47 1 52 52 4 47 43 4
split_gain=0.00201254 0.00146495 0.00146326 0.00163291 0.00151698 0.00152588 0.00148477 0.00138472 0.00168406 0.00160718 0.0014848 0.00188213 0.00184794 0.00166839 0.00204703 0.00152297 0.00152057 0.00156552 0.00147213 0.00133564 0.0013326 0.00123357 0.0020739 0.0012203 0.00146196 0.00136004 0.0027554 0.00130791 0.0013452 0.00113956
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.097940000000000013 -0.079734999999999986 -0.40391999999999995 0.094620000000000024 -0.101755 0.086130000000000012 -0.067474999999999993 -0.20684999999999998 0.087495000000000017 0.084845000000000018 -1.0000000180025095e-35 -0.095799999999999982 0.11507500000000002 0.083375000000000019 0.090625000000000025 0.086950000000000013 -0.079329999999999984 0.10530000000000002 -0.081784999999999983 0.10599500000000002 0.085165000000000018 0.14000500000000002 0.11588000000000002 0.10701500000000001 -0.49837999999999999 0.13206500000000002 -0.26007999999999992 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -10 11 12 -11 14 18 16 17 20 -14 23 -15 -22 -23 24 25 26 -8 28 -28 -26
right_child=1 2 4 7 5 -7 19 -9 9 10 -12 -13 13 15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00098287515196189557 -0.0011263167117810571 -0.0011263965184216108 -0.0008909787380149114 -0.0010598657984927323 0.0011245710040213043 -0.0011263783824773067 -0.0011266157163521825 0.00064843436035295454 0.00086764240941095854 -0.0011262940625369052 -0.00097119804734990172 0.00088720400541708459 0.00026518353843632298 -0.0011262860029416866 0.00045976176418648795 -0.00085901784335791281 -0.00086945178642221742 -0.0011264830803387007 -0.00089488097451038853 -0.00093840583305572294 0.00026026297415534491 -0.0011265048086333647 0.00055379061529550386 0.0010090938720602888 -0.00085395475949991357 0.00109837999698843 -0.00075932928895089034 -0.00092056611482287814 0.00036421474490008976 0.00013178224921206271
leaf_weight=0.002450179993854106 0.0015775253526193458 0.0020494171841507472 0.0018130864223735435 0.0024314902005517771 0.0020665624348907832 0.0011414180743720683 0.0019460358310041592 0.0029516817476888937 0.002084815365378744 0.0023204105212850648 0.0025971947579836998 0.0023468889559978825 0.0016736644197408177 0.0010063204622161584 0.0024225948936198458 0.0024384859042152476 0.0021248742394144307 0.0012567226805062495 0.0081146829695688538 0.0013908783416809447 0.031901561902259346 0.0022065724687987389 0.0016125461071681002 0.0021531483254832997 0.0030644974768012636 0.0021430347289417275 0.00142473688453748 0.001147187028436746 0.026339142535146472 0.0028907041634838038
leaf_count=113 195 294 33 121 39 41 52 72 8 472 178 32 29 265 41 128 56 107 167 16 398 126 20 95 104 26 26 17 565 74
internal_value=0 -4.81381e-05 -3.38525e-05 -0.00013561 0.000119339 0.000159416 0.000192348 -0.00010639 -0.000139874 -0.00010498 -0.000137674 -0.000101245 -0.000141887 -0.000100172 -0.000467125 5.14333e-06 5.76818e-05 0.000109547 -0.000696527 0.000147018 0.000151842 0.000187849 -0.000417034 0.000183742 0.000138123 0.000230806 0.000170553 0.000257867 0.000306559 -0.00037547
internal_weight=0 0.120638 0.11906 0.0715399 0.0475204 0.0457073 0.0445659 0.0694905 0.0665388 0.0641073 0.0620225 0.0594253 0.0570784 0.054758 0.0122109 0.0425471 0.0401086 0.0379837 0.00978835 0.0424994 0.036727 0.0357207 0.00381912 0.0411085 0.0389553 0.0330001 0.0308571 0.0289111 0.0277639 0.0059552
internal_count=3910 3797 3602 2514 1088 1055 1014 2220 2148 2027 2019 1841 1809 1337 237 1100 972 916 196 975 809 544 146 959 864 686 660 608 591 178
is_linear=0
shrinkage=0.00112622


Tree=900
num_leaves=31
num_cat=0
split_feature=160 1456 15 158 15 14 13 403 3 403 156 159 133 1 12 43 16 16 1374 0 1 12 12 52 4 15 49 0 14 12
split_gain=0.00037605 0.000347266 0.000456987 0.000494271 0.000467575 0.00053161 0.000630613 0.000580929 0.000714098 0.000591241 0.000576808 0.000464445 0.000431344 0.000414972 0.000636393 0.00041817 0.000404989 0.000415766 0.000402077 0.000632323 0.000385622 0.000587352 0.000457324 0.000656985 0.000562854 0.000467791 0.00060798 0.000426247 0.000379715 0.000327917
threshold=-0.40446999999999994 1.0000000180025095e-35 -0.24219999999999997 0.085745000000000002 -0.19153499999999998 0.077685000000000018 -0.094679999999999986 0.088825000000000015 -0.16059999999999997 0.03138500000000001 0.091280000000000014 0.081445000000000017 -0.0023199999999999996 0.08844500000000001 0.086865000000000012 0.088185000000000013 -0.40374499999999997 -0.52488999999999997 -0.094679999999999986 -0.230625 0.12485500000000001 0.098845000000000016 0.093125000000000013 -0.15154999999999999 -0.0025899999999999994 -0.089024999999999979 -0.0090499999999999973 -0.050704999999999993 -0.46697999999999995 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 28 4 -4 6 11 8 -8 10 12 13 -10 14 -6 -16 17 -14 -18 -20 21 22 23 -21 29 26 -26 -22 -2 -25
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 16 -15 15 -17 18 -19 19 20 27 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0025374667913481662 -0.00037015411802542172 -0.0024281067019849174 -0.0027946511113707633 -0.0020798921589812898 -0.0027883420586865999 -0.0026755400413474555 0.002682726264599338 -0.0029434234993288289 -0.0023194485415228162 0.0024048332536816368 -0.003497685499894957 0.0039901042134165426 -7.487536942887187e-05 0.0022025735381573886 -0.0008726814804026192 0.002516441407486861 -0.0017859819940002379 -0.0036657451506165216 0.0032590692347223373 -0.0035123493909783969 0.0035281430135516724 -0.0025863214637566758 0.0025697617576888408 0.0005464253399974523 0.0026054211357183187 -0.0036809426477754266 -0.0018487606927029003 -0.00021007856368133619 0.0029517880866376353 0.0030065003716591788
leaf_weight=0.0011568743107367987 0.0010588646120375245 0.0011104685192748756 0.0010886502681521906 0.0022011127996459648 0.0011597289370701702 0.0012660508038759835 0.0019832069071998781 0.0013090444460874808 0.0016648539631717299 0.0017647760315688812 0.0010561622885234536 0.0011492962385162286 0.0015013502867802231 0.0029801990560667235 0.0012415413785760165 0.0017463179070591472 0.001755000022619412 0.0011237020970184973 0.0014696978097958778 0.0010010811036353868 0.0013441173268660123 0.0016464670460543127 0.0014921835353176602 0.0050251941395336071 0.0010001596973339133 0.0010259062264417647 0.0015689842018780098 0.0011100604537546124 0.0019467765330594125 0.0013756069631249979
leaf_count=305 53 299 83 252 63 74 124 216 472 91 154 54 70 108 29 26 53 35 19 146 17 146 169 331 15 69 38 32 245 122
internal_value=0 3.89415e-05 9.8425e-05 -1.90812e-05 9.19628e-05 0.000170999 0.000264618 -3.44451e-05 9.72802e-05 -9.31531e-05 -0.000268364 0.00135642 -0.000126867 0.000931765 1.86411e-05 0.00110816 3.58073e-05 -0.00161201 0.000254113 0.000452368 0.00020372 -7.98954e-05 0.000250532 -6.41662e-05 0.000281168 -0.00113243 -0.000114762 0.00183729 0.00178149 0.00107512
internal_weight=0 0.0471666 0.0460561 0.0430505 0.0408493 0.0397607 0.0384946 0.0302176 0.0289085 0.0269253 0.0251605 0.00827708 0.0241044 0.00712779 0.00414759 0.00298786 0.0224395 0.00262505 0.0198145 0.0180595 0.0165898 0.0141356 0.0124891 0.0109969 0.00999585 0.00359505 0.00256914 0.00245418 0.00300564 0.0064008
internal_count=3910 3605 3306 3008 2756 2673 2599 2319 2103 1979 1888 280 1734 226 118 55 1262 105 1157 1104 1085 1036 890 721 575 122 53 49 298 453
is_linear=0
shrinkage=0.0044645


Tree=901
num_leaves=31
num_cat=0
split_feature=39 3 483 1 484 160 453 158 16 156 403 43 13 43 13 43 160 15 457 133 1375 12 2 1 16 124 43 0 16 49
split_gain=0.000380373 0.000426444 0.000467264 0.000387206 0.000380795 0.000472734 0.000417747 0.000464767 0.000459887 0.000394495 0.000437866 0.000372636 0.000393362 0.000870368 0.000805756 0.000456947 0.000341676 0.000372898 0.000753071 0.000412269 0.000482554 0.000445052 0.000883915 0.000369476 0.000659899 0.000293942 0.000528042 0.000236589 0.00022606 0.000192374
threshold=0.005105000000000001 0.30601500000000009 0.083960000000000021 0.088010000000000019 0.085515000000000022 -0.081069999999999989 1.0000000180025095e-35 0.087355000000000016 -0.53943499999999989 0.084090000000000012 -1.0000000180025095e-35 0.16180500000000003 0.16421000000000002 -0.15648499999999999 0.23436000000000004 -0.091614999999999988 -1.0000000180025095e-35 0.091435000000000002 -0.0015249999999999997 -0.090054999999999982 -0.43271999999999994 0.086935000000000012 0.083585000000000007 0.10113500000000002 -0.014099999999999998 -0.087894999999999987 -0.24333999999999997 -0.14136999999999997 -0.063614999999999991 -0.12164499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 27 7 8 -1 10 -10 12 13 -12 -14 -15 -17 18 -18 -20 -21 22 -22 24 -23 -5 -27 -6 -24 -19
right_child=3 -3 -4 25 5 -7 -8 -9 9 -11 11 -13 14 15 -16 16 17 29 19 20 21 23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022589155709101211 -0.00060745699398126701 0.0021291326593610603 -0.0022798682462860007 -0.00031920355208771452 0.0032830657139197418 -0.00061383309049831602 -0.002321809987775579 -0.0022565023497057124 -0.0020143352456027538 -0.0018931381257561077 0.0029541702549229112 -0.0017566529342319768 -0.0036458651582708568 -0.0020606691014886424 0.00033293582582456061 -0.0014936634204069611 -0.0022607912458120221 6.418218758522592e-05 -0.0013573228308764544 -0.0010877146402669409 -0.00039729804526230408 -0.0027411301368693189 0.0028985001503977446 0.0015474809503560139 0.00084092989503736066 -0.00038892722110141264 0.0027331020585126568 0.00090047647284459246 0.0013567775489320415 -0.0021294821189509912
leaf_weight=0.0010831272915616729 0.0018720587419176473 0.001071738575403324 0.0014135714694067927 0.0010742545426003502 0.0010713071309567113 0.0015057118094929925 0.0012654778335727803 0.001381556722286569 0.0014719508413783547 0.0016829041250081547 0.0015465296190271252 0.0014706132442953148 0.0010759025312694339 0.0012274552197215618 0.0018681797220410079 0.0014150326188646636 0.0011786771472522819 0.0010437872973909634 0.0011244571115809352 0.0014087556019148914 0.0020052839807815984 0.0011139368481089982 0.0040722878146368657 0.0019118397391899578 0.0018120077256154176 0.0010075291721420854 0.0026067850510922419 0.001169099997160028 0.001857662103510016 0.0011027395851630475
leaf_count=66 91 139 341 55 25 80 59 238 754 261 41 174 22 102 54 202 68 18 126 14 67 63 77 63 78 21 292 156 54 109
internal_value=0 -0.000150226 -0.000212418 0.000800633 -0.000135239 0.000973184 -0.000256934 -0.000177401 -8.61357e-05 -0.000169715 -6.86828e-05 3.64719e-05 0.000138822 0.000301365 -0.0011211 0.000108517 0.000241337 0.000373108 0.000560076 0.000777301 0.000946553 0.00117092 0.00170471 0.000295354 -0.000522797 0.00136286 0.0018628 0.00203977 0.00241553 -0.00106277
internal_weight=0 0.0403516 0.0392799 0.00656063 0.0378663 0.00374612 0.0341202 0.0328547 0.0314731 0.03039 0.0287071 0.0272351 0.0257645 0.0228205 0.00294408 0.0212739 0.0200465 0.0186314 0.0164849 0.0153062 0.0141818 0.012773 0.00793523 0.00483778 0.00292594 0.00468857 0.00361431 0.00224041 0.00592995 0.00214653
internal_count=3910 3451 3312 459 2971 261 2710 2651 2413 2347 2086 1332 1158 1082 76 1041 939 737 610 542 416 402 198 204 141 368 313 181 131 127
is_linear=0
shrinkage=0.00366245


Tree=902
num_leaves=31
num_cat=0
split_feature=1 0 2 132 3 12 12 133 160 31 2 123 1 133 11 3 0 47 52 2 52 11 15 52 42 42 123 2 0 43
split_gain=0.00149199 0.00233229 0.00159188 0.00146243 0.00125599 0.00126479 0.00198986 0.0012607 0.00147454 0.00122721 0.00163613 0.00206332 0.00186758 0.00230721 0.00162034 0.00263249 0.00172105 0.00138534 0.00159685 0.00143137 0.00130792 0.00124099 0.00128422 0.00100241 0.001289 0.00111878 0.00261898 0.00102884 0.000988687 0.000977558
threshold=1.0000000180025095e-35 -0.070894999999999986 0.14808000000000002 0.079995000000000011 0.11476000000000001 0.088590000000000016 0.08401500000000002 -0.090054999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.086020000000000013 0.10113500000000002 -0.17468499999999998 0.088160000000000002 -0.013944999999999997 -0.073129999999999987 0.096475000000000019 -0.0066199999999999991 0.12663500000000003 -0.048794999999999991 0.077330000000000024 -0.016339999999999997 0.11401500000000002 0.091955000000000023 -1.0000000180025095e-35 0.091310000000000016 0.091985000000000011 -0.017269999999999997 -0.27619499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 -8 -9 -2 12 14 13 -11 15 21 17 18 20 -20 -17 -12 -23 24 25 26 -3 -27 29 -14
right_child=2 23 -4 -5 -6 -7 7 8 -10 10 11 -13 28 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.001243577919872128 0.0010173126146721624 -0.0012437295510782159 0.0009829589851313126 0.00066337194679756369 0.00023002729370246526 -0.0012435982464585479 -0.0012436815081561547 -0.0012435365198730844 0.0002918720677170455 0.0008972965083454288 0.0011954848750954346 0.001243571080621746 -0.0012436553267769659 -0.0011030549360172199 -0.0010553843855656902 3.1438480743853891e-05 -0.0010509714603722899 -0.00072482509753968457 0.00080630836864434773 -0.00031925574481191327 -0.0010150679528627565 0.0011217200951311903 -0.00056095440123134189 -0.00080193767364409435 -0.00045396903979364817 -5.1884138701142287e-05 0.0010281033911890163 0.00077343101443821689 0.00070133621268035791 -7.54301652935306e-05
leaf_weight=0.0035254341386443686 0.0017722173413723388 0.0018926194738995159 0.002931972619244049 0.005511709071036818 0.0029332043545764455 0.0041866435485666811 0.0013546867957243683 0.0011396662581146799 0.0063859279557769719 0.001039304077451674 0.0043617210851252244 0.0023589276352353741 0.0012245727148183514 0.0062691467238034093 0.0019613119707422291 0.012691762810909776 0.0024758113565361865 0.0033000169342471955 0.0071755302472809052 0.002309006464003005 0.0021608773294872199 0.0012067401273014866 0.0016742353460585946 0.001805562203688992 0.0040183163189553275 0.0033209470328614552 0.0013400925672613084 0.007869474124277076 0.0022815511312757062 0.011583632955556311
leaf_count=254 97 85 140 165 13 658 118 253 333 36 68 88 12 480 90 120 95 47 96 28 22 13 64 69 129 19 4 57 49 208
internal_value=0 -0.000213418 8.49985e-05 4.8103e-05 -0.00052004 -0.000652638 -0.000453202 -0.000139426 5.93518e-05 -3.39849e-06 -3.16302e-05 0.000114036 -0.000302668 -0.000818593 4.62661e-05 0.000104107 -5.77771e-05 3.11958e-05 0.000133709 0.00053229 -0.000120815 0.000777173 0.000143859 8.22787e-05 0.00016885 0.000342369 -0.000301961 0.000528505 -5.27886e-05 -0.000187122
internal_weight=0 0.0397726 0.07429 0.0713581 0.0195256 0.0165924 0.0124057 0.00888028 0.00752559 0.0658464 0.0640741 0.0416759 0.0223982 0.00730845 0.039317 0.0373557 0.030113 0.0276372 0.0243372 0.00948454 0.0148526 0.0072427 0.00288098 0.020247 0.0184414 0.0144231 0.00323271 0.0111904 0.0150898 0.0128082
internal_count=3910 1992 1918 1778 1629 1616 958 704 586 1613 1516 731 785 516 643 553 408 313 266 124 142 145 77 363 294 165 89 76 269 220
is_linear=0
shrinkage=0.00124344


Tree=903
num_leaves=31
num_cat=0
split_feature=9 1425 4 133 52 1348 14 159 123 2 1374 1 42 156 454 131 132 2 42 43 49 151 484 1374 0 52 13 159 133 13
split_gain=0.00190069 0.00142448 0.00179937 0.00161794 0.00166555 0.00150475 0.00204249 0.00194454 0.00147547 0.00170281 0.00144304 0.00155984 0.00190486 0.00164098 0.00161334 0.00126142 0.00118592 0.00132838 0.00135939 0.0019165 0.00133888 0.00207639 0.00144387 0.00152869 0.00195578 0.00140547 0.00168723 0.00209744 0.00150054 0.00153352
threshold=-0.016839999999999997 1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 -0.51745999999999992 0.093505000000000019 0.077685000000000018 -0.034019999999999988 1.0000000180025095e-35 0.094825000000000007 0.096950000000000022 0.10752500000000002 -1.0000000180025095e-35 0.013700000000000002 -1.0000000180025095e-35 0.08518000000000002 0.079995000000000011 -1.0000000180025095e-35 0.091590000000000019 -0.26007999999999992 -0.085974999999999982 0.11193000000000002 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 0.11401500000000002 -0.10023999999999998 0.092630000000000018 0.087035000000000015 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 13 -9 -14 16 17 -16 20 -20 21 -19 -22 -24 -25 26 -26 28 29 -28
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12 -13 14 -15 15 -17 -18 18 19 -21 22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0010044791805667967 -0.00095269421954147975 -0.0011960902997757233 0.00085777554022743155 -0.0011952763184943896 -0.00061110080675660396 0.0011691810144681882 -0.00094696118380190768 -0.00078617347353593706 -0.00040284199844575655 0.00087363284958410776 -0.0011854240130738884 0.00028749238124557475 -0.0011953644250780298 0.00062732215562301885 -0.00069320338365918242 -0.00085591540194048844 0.00079635234983478371 -0.00077430468826504453 0.00026733727368652199 -0.0011954081167744885 -0.00090317785544936663 0.00076248798605339373 -0.000575025480815831 0.0011429500345174772 0.00078619992659257048 -0.00073685213159116719 -0.00039710266360840454 -0.0011953835511948616 -0.001125805439370902 0.00060311017221817398
leaf_weight=0.0025096105909332414 0.002806328354113318 0.0015202392987072591 0.003160484710374333 0.0017351609315197072 0.0069738507135350672 0.0015114147721533291 0.0033728190196313781 0.0079295794184077728 0.0020166269364878522 0.005746573562205981 0.0014463238051618523 0.022694104042109586 0.0015466526589147369 0.0013768983821726985 0.0033357693409925551 0.0021402652934483504 0.0031058259625069687 0.0044875475688570523 0.0024701265448570098 0.0026542669516347308 0.0014584314205210438 0.0017438339728386154 0.0025463941090890776 0.0042209411228099998 0.0080287363624620377 0.001857655941928992 0.0028356385481917998 0.0015791425193212314 0.0010300479916622871 0.0096099796688946734
leaf_count=121 231 94 157 202 459 30 105 642 50 121 34 280 54 38 56 99 57 62 25 314 122 9 44 34 41 48 207 49 50 75
internal_value=0 -4.67282e-05 -3.15897e-05 -5.6628e-05 -3.36536e-05 -1.4942e-05 -3.17929e-05 -1.77695e-06 4.2551e-05 0.000542046 -1.46451e-06 1.82972e-05 -7.72212e-05 -0.000577046 7.89315e-06 4.29376e-05 8.06852e-05 3.42413e-05 8.87435e-05 -0.000490317 0.00016406 -0.000344238 0.000259558 0.000313038 0.000390582 0.000263255 0.000343739 0.000107774 0.000260485 0.000375219
internal_weight=0 0.116942 0.115421 0.112261 0.109455 0.107719 0.106208 0.102835 0.0958614 0.0077632 0.0880982 0.0866518 0.0639577 0.00930648 0.0546513 0.0531046 0.0509643 0.0478585 0.0445227 0.00512439 0.0393983 0.00623138 0.033167 0.0317085 0.0291621 0.0249412 0.0230835 0.0150548 0.0134757 0.0124456
internal_count=3910 3789 3695 3538 3307 3105 3075 2970 2511 171 2340 2306 2026 680 1346 1292 1193 1136 1080 339 741 71 670 548 504 470 422 381 332 282
is_linear=0
shrinkage=0.00119516


Tree=904
num_leaves=31
num_cat=0
split_feature=1 151 31 484 160 50 50 401 51 52 38 12 52 47 50 129 3 47 124 4 3 0 150 52 11 133 43 393 3 3
split_gain=0.00137875 0.0012849 0.00125662 0.00115094 0.00118734 0.00113761 0.0013724 0.00118504 0.00112774 0.00123761 0.00115488 0.00181487 0.00154143 0.00128461 0.00215086 0.00109231 0.00113391 0.00194065 0.00129625 0.00140383 0.00138201 0.00147082 0.0013868 0.00130502 0.00109625 0.00104292 0.00103375 0.00122613 0.00117269 0.00102234
threshold=0.10398500000000001 -0.40391999999999995 -1.0000000180025095e-35 -0.0043499999999999988 0.11714500000000001 0.10119500000000002 0.10030500000000002 0.083100000000000021 -0.40274499999999996 -0.40891499999999997 0.13219500000000003 -1.0000000180025095e-35 -0.37613999999999997 0.11603500000000001 0.11515000000000002 0.090885000000000007 -0.115685 0.07813500000000001 -0.027784999999999997 -0.51381999999999983 0.10666500000000002 -0.23029999999999998 0.087865000000000013 0.091715000000000005 0.08184000000000001 -0.083144999999999983 -0.083684999999999996 0.085075000000000012 -0.08095999999999999 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 9 -3 11 25 -13 14 -14 16 24 18 -18 -20 21 -21 23 26 -5 -10 -23 28 -28 -30
right_child=1 8 3 4 -6 -7 -8 -9 10 -11 -12 12 13 -15 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011959357457105076 -0.0010360302799712138 0.00029019661044690109 -0.0008992036374153706 0.00038086132888498774 0.00079791995671197984 -0.0011952583027412052 0.0011599241670060181 -0.0011072904747614729 -5.3673073860654977e-05 -0.0011953786298528851 -0.0009678164894172548 -0.0011953061324091116 0.00045355344343300509 -0.0004115181139398416 -0.0011952889579868317 -0.0011953272300361958 0.00054778274937896233 -0.00096832090839933985 -0.0011956596439162848 0.00039872527524024325 0.00048703203572804323 0.00023106623365658614 -0.0011888096030261679 -0.0011953783330418519 -0.00071311726293521688 0.0010991545445043474 -0.0011463545413805687 0.00083030617087946493 0.00029915489391266247 -0.00057174571218130592
leaf_weight=0.0010078939944690992 0.0012365565696086369 0.0015603720913190955 0.0027942241855782859 0.010206752454223526 0.0019700874349517497 0.0014379497678125288 0.0011740283825929501 0.0017730024774547095 0.001416425354612727 0.0016460206396402546 0.001040210497762927 0.0011428776671067445 0.018151638675547588 0.0037718049883039831 0.0012050946248081109 0.0013045675016960514 0.0039941752769401253 0.0040318655824576046 0.0018112151406359722 0.004640806427943278 0.0046710236212277314 0.0067457142988285269 0.0024495449198091981 0.0018520386295359783 0.0015007975390588521 0.0053728235754828537 0.0027742326752582128 0.0011351999511575181 0.0030643779162549123 0.0051798704226655862
leaf_count=23 23 18 520 102 50 236 3 256 38 38 9 79 320 48 36 141 83 171 12 38 43 200 134 312 69 278 304 56 182 88
internal_value=0 0.000161476 -0.000128266 -0.000148954 -0.000114987 -0.000145089 -0.000119191 -0.000145474 0.000203416 -0.000472432 0.000270923 0.000312408 0.000159614 0.000226566 0.000350901 -0.000114672 -8.85925e-05 -0.000179603 -9.66139e-05 -0.0001716 -0.000114552 -0.00021548 -0.000338337 -0.000237946 0.000240624 0.000858643 -0.000144123 -0.000352365 -0.000474212 -0.000248033
internal_weight=0 0.0365438 0.0655194 0.0645115 0.0617173 0.0597472 0.0583092 0.0571352 0.0353073 0.00320639 0.0321009 0.0310607 0.0242714 0.0231285 0.0193567 0.0553622 0.0540576 0.0423501 0.0383182 0.034324 0.0325128 0.0278418 0.023201 0.0207514 0.0117075 0.00678925 0.0188994 0.0121537 0.0110185 0.00824425
internal_count=3910 887 3023 3000 2480 2430 2194 2191 864 56 808 799 483 404 356 1935 1794 1623 1452 1369 1357 1314 1276 1142 171 316 830 630 574 270
is_linear=0
shrinkage=0.00119516


Tree=905
num_leaves=31
num_cat=0
split_feature=151 4 11 14 47 484 1213 403 52 132 0 160 13 457 133 47 42 123 13 13 2 49 15 151 52 49 3 2 1 43
split_gain=0.000340984 0.000504556 0.000688254 0.000594284 0.000624512 0.000398658 0.000353625 0.000346091 0.000430567 0.000397835 0.000641457 0.000550897 0.000748826 0.000569616 0.000498376 0.000583362 0.00065931 0.000885469 0.000772945 0.000582589 0.000818236 0.00059133 0.000555364 0.000485797 0.000408958 0.000380476 0.000430159 0.000474733 0.000535333 0.000361949
threshold=-0.40391999999999995 0.28937500000000005 0.08184000000000001 -0.46879999999999994 0.096475000000000019 -0.0043499999999999988 -1.0000000180025095e-35 -0.083219999999999975 -0.42985499999999993 0.080815000000000012 -0.07773999999999999 -0.082109999999999975 -0.011514999999999999 -0.0034949999999999994 -0.090054999999999982 0.09585500000000001 -0.090359999999999982 1.0000000180025095e-35 -0.52445999999999982 -0.083514999999999992 0.094010000000000024 -0.088729999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098910000000000012 -0.081419999999999979 0.086245000000000016 0.085155000000000022 0.094165000000000013 -0.077049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 -8 -9 11 -11 12 -10 -13 -15 16 -16 18 -18 21 25 -20 -22 -14 -24 -21 27 28 -27 -17
right_child=1 3 -4 4 -6 6 7 8 9 10 -12 13 23 14 15 29 17 -19 19 20 22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0019643234897170057 -0.0015077579310912228 -0.0011630020704767733 -0.0025245474800676035 0.0027706881486407276 -8.1673581384708336e-05 -0.0015813533592073557 -0.001863763285361761 -0.0020194676903781297 -0.0031164107104538815 -0.0007094715342498163 0.0027241153641241619 -0.0015198375316683168 0.0016873633033115188 -0.001351343918157773 -0.0020064929848867753 0.00045902242534669033 -0.0023377154780474742 0.0034515451242273063 -0.00065201776976868701 0.002360320206328718 0.00048419097394638335 0.002040564002103765 -0.0030913329136835516 -0.0011996919328236644 -0.00033428380148534402 -0.0026598737967483887 0.0018696531516340822 0.0011961511598139341 0.00067636710788203922 0.0027423387786376639
leaf_weight=0.0010468076275964569 0.0020267120748664871 0.0011118312433451294 0.0013459845950825047 0.0024303070659574813 0.001465628888901449 0.0014975183233858482 0.0010092835579026396 0.0010248195039728172 0.0013706736447611223 0.0010101201467489496 0.0018080146151113743 0.0018745724573210323 0.0011769348076740016 0.0017088353412598725 0.0013168828764024134 0.0013312296808223323 0.0012065064737498609 0.0011520024389302099 0.0012529133943885995 0.001473710441473485 0.0016483881793725175 0.0043249183550391123 0.0017012712379376183 0.0016925158897837514 0.0010280418837465 0.0013308287825104662 0.0016549593468226931 0.0016455929000596115 0.0010058259755112431 0.0021827431781389342
leaf_count=85 579 55 156 311 40 560 404 200 275 68 48 77 27 210 59 21 12 98 29 25 38 113 42 122 21 75 28 57 30 45
internal_value=0 2.72991e-05 -9.67183e-05 0.00106252 0.00169765 -1.59433e-05 6.27335e-05 0.000129399 0.000185399 0.000250149 0.0014934 0.000140931 -0.00101793 0.000317434 0.00045008 0.000576991 0.000356695 0.000516903 0.000331892 0.000520618 7.63154e-05 0.00143575 -0.00109754 -1.55364e-05 -0.00205284 0.00079898 0.000390805 -0.000223781 -0.00122377 0.00187733
internal_weight=0 0.0468096 0.0418018 0.00500777 0.00389594 0.0404558 0.0384291 0.0369316 0.0359223 0.0348975 0.00281813 0.0320793 0.00424012 0.0278392 0.0259647 0.0242558 0.0207418 0.019425 0.018273 0.0170665 0.0114886 0.00557783 0.0043777 0.00286945 0.00272931 0.00711092 0.00563721 0.00398225 0.00233665 0.00351397
internal_count=3910 3825 3419 406 351 3263 2684 2124 1720 1520 116 1404 424 980 903 693 627 568 470 458 316 142 101 149 63 215 190 162 105 66
is_linear=0
shrinkage=0.00345121


Tree=906
num_leaves=31
num_cat=0
split_feature=31 1348 453 4 480 14 1373 0 1 44 0 1375 484 47 4 52 0 13 40 2 131 2 42 15 130 43 2 2 159 16
split_gain=0.00138411 0.00129511 0.00117548 0.00122628 0.00140456 0.00119221 0.00114818 0.00126239 0.0022728 0.00208877 0.0020098 0.00120858 0.00118848 0.00117952 0.00114978 0.00216519 0.0016054 0.00196194 0.00138465 0.00143285 0.00201407 0.00125688 0.00133547 0.00173249 0.00225044 0.00122791 0.00114259 0.00134776 0.00112104 0.00101364
threshold=-1.0000000180025095e-35 0.094400000000000012 0.10097500000000002 0.51224500000000017 0.086640000000000009 0.078275000000000025 0.11103 -0.10575999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.084304999999999977 -0.43271999999999994 -0.079734999999999986 0.096300000000000011 -0.49837999999999999 0.10433000000000002 1.0000000180025095e-35 -0.09547499999999999 0.057150000000000006 0.08400500000000001 0.097135000000000013 0.084235000000000018 0.088235000000000022 -0.074174999999999977 -0.08075499999999998 -0.091114999999999988 0.086915000000000006 0.088055000000000008 0.091215000000000018 0.050115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 28 11 26 -10 -12 29 15 -14 17 -16 19 20 -19 -21 23 -23 -25 -24 -9 -28 -2 -13
right_child=1 -3 -4 -5 -6 -7 -8 10 9 -11 12 13 14 -15 16 -17 -18 18 -20 21 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0010698820536431553 -0.00090336786579375708 0.0012232866455873126 -0.0010426268423536032 0.0010950716893665992 -0.0010534825123336723 -0.00094395149483635543 -0.001187659082762763 -0.00093456471622277166 -0.00039114046925452792 -0.00097155879591327439 -0.0011806186831464177 0.0007495602898335605 -0.0012007590294489639 7.7331624341155105e-06 0.0008619749264941564 0.00032740670604733104 0.00053967867656354209 -0.0011785758899984405 0.00082033238687433108 0.0012439926873198323 0.00020607918472689669 0.00076102858891510241 0.001047315050633814 0.00079573529258094742 -0.0010286669091428191 -0.00029172160025678562 0.00087287555150669801 -0.00053333989705712289 0.00031755311187317477 -0.00011690301959400421
leaf_weight=0.0017491693775761865 0.0039322857296966085 0.0012281254199706373 0.0018527998037143325 0.0014426157390019503 0.0021506771544261829 0.0021895401728286848 0.001274167637554057 0.0062908375164976091 0.0026523043646307079 0.0018099495335945895 0.0012667359544069603 0.016766367541684701 0.0030198495573614459 0.0059470325173833763 0.0032683840299654312 0.0027289965685213247 0.010276386831588269 0.0047903882791900032 0.0020042149996015715 0.0011073289880698675 0.0024574226302576108 0.0015596342861492465 0.0022989938200534965 0.001283822630796295 0.0056288519162013273 0.0019629120323143576 0.0014455570196636458 0.0038885289412973201 0.0016509742466226385 0.0023844108612820483
leaf_count=113 107 28 27 128 237 112 18 523 15 39 147 233 123 65 49 18 164 363 14 4 93 78 40 21 403 285 134 281 27 21
internal_value=0 -4.57967e-05 -6.14875e-05 -4.28389e-05 -5.9932e-05 -3.71724e-05 -1.55202e-05 9.96813e-07 0.000185262 0.00032269 -0.000116149 0.000407105 6.20154e-06 0.000491463 4.16695e-05 -0.000475334 0.000122791 -3.97191e-05 -0.000167334 -0.000261196 -0.000709099 -2.66624e-05 -0.000137155 -0.000422754 -0.000689839 0.000430593 -0.0005756 -0.00015225 -0.000542341 0.000641679
internal_weight=0 0.10056 0.099332 0.0974792 0.0960366 0.0938859 0.0916963 0.0904222 0.0351433 0.0295601 0.0552788 0.0277501 0.0436539 0.0250978 0.0423872 0.00574885 0.0366383 0.026362 0.0230936 0.0210894 0.00724781 0.0138415 0.0127342 0.00847231 0.00691267 0.00426191 0.0116249 0.00533409 0.00558326 0.0191508
internal_count=3910 3797 3769 3742 3614 3377 3265 3247 507 373 2740 334 1802 319 1655 141 1514 1350 1301 1287 456 831 827 502 424 325 938 415 134 254
is_linear=0
shrinkage=0.00124344


Tree=907
num_leaves=31
num_cat=0
split_feature=9 1 0 47 2 52 14 484 52 12 151 49 52 4 157 150 160 11 133 150 129 159 4 4 150 4 42 43 16 0
split_gain=0.00216505 0.00159382 0.00145698 0.00142068 0.00181037 0.00171221 0.00123323 0.00164865 0.00147361 0.00131456 0.00119217 0.00132867 0.00143552 0.0013844 0.00200807 0.0019266 0.00213222 0.00142471 0.00174055 0.00104896 0.00108065 0.00115102 0.00111433 0.00175444 0.00132673 0.00158832 0.00124336 0.00148673 0.00143914 0.00176279
threshold=-0.016839999999999997 0.10420500000000001 -0.017269999999999997 0.13177500000000003 0.14808000000000002 0.12897500000000003 0.077685000000000018 0.042570000000000004 -0.089799999999999977 0.081660000000000024 -0.29526499999999994 0.10960000000000002 0.098910000000000012 -0.034289999999999994 -0.062769999999999979 0.15297000000000002 -1.0000000180025095e-35 0.088315000000000018 -1.0000000180025095e-35 0.11717500000000002 0.087190000000000017 0.10276500000000001 -0.0010999999999999996 -0.0040999999999999986 0.085200000000000012 0.018480000000000003 0.088915000000000008 -0.50329499999999994 -0.15168999999999996 0.18055000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 7 19 -9 -10 -3 12 13 -12 -15 16 -16 18 -18 20 21 22 23 26 -24 -26 28 -28 -2 -30
right_child=1 2 -4 5 -6 -7 -8 8 9 -11 11 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=0.0010845020047624096 0.00053308571082663733 -0.0012087774088263053 0.0007246325424352585 -0.0012132285457546661 0.0013046327087603386 0.00021716455309064392 -0.0013461690439364128 0.00068019026408944444 0.00017092984831706284 -0.0010438357665256864 -0.00081605259764762708 0.00099752562472884936 -0.00085232997426729117 0.0013268189596519534 -0.0011223490708079944 -0.0013468352590132653 -0.00070584432482518472 -0.00077116137254460988 0.000670838387695654 0.00055779239983511357 -0.0013461159308196685 -0.001346241149838349 -0.00087184804600156892 0.00062109915356242966 -0.00059156047946149935 0.00081439965954216182 5.8665821013534395e-05 -0.0013462536289072658 -0.00047053582251844301 0.0010086727241868246
leaf_weight=0.0021189827273273556 0.0037832344314754273 0.0017167255152799035 0.0036983157244101497 0.0044216575682867179 0.0017075734439941917 0.002306957679536481 0.0024341418361757397 0.0046640571989762236 0.0041402295547356971 0.002644645940824919 0.0032971921250464142 0.0020247055064146471 0.0042523720587865901 0.0022392025422846009 0.0021882611169417024 0.0017971206725633229 0.0019608105433235332 0.0019526162004694933 0.010979127170795529 0.0017960329266344379 0.002535919863905888 0.0024842964516418311 0.015113092742244483 0.0036419988418305909 0.0047024970912161726 0.0021081790877133244 0.0019982596432654987 0.004302557492271041 0.020518877539420721 0.0015712277676129807
leaf_count=121 17 20 156 38 95 23 109 114 47 255 52 27 81 46 34 5 23 15 167 49 211 141 446 47 47 24 14 507 965 14
internal_value=0 -0.000287663 -8.43317e-05 -0.000157581 -4.61015e-05 -0.000722807 -0.000403127 -0.000372926 9.77872e-05 -0.000302568 -0.000117271 -5.62177e-05 -0.000130643 -4.94273e-06 0.000121703 -2.12421e-05 0.000118227 0.000300513 0.000462227 -0.000456406 -0.000485429 -0.000449188 -0.000410591 -0.000264302 -0.00064958 -0.000156359 -0.000364526 -0.000900693 -0.000233956 -0.000365322
internal_weight=0 0.122982 0.0445426 0.0408443 0.0341157 0.00672862 0.0784392 0.0760051 0.0114489 0.00678488 0.0324081 0.0306914 0.0286667 0.0244143 0.0211171 0.0188779 0.0170808 0.0148926 0.0129399 0.0645562 0.0627601 0.0602242 0.0577399 0.0358162 0.0219238 0.00681068 0.0321742 0.00630082 0.0258733 0.0220901
internal_count=3910 3789 782 626 565 61 3007 2898 416 302 470 450 423 342 290 244 239 205 190 2482 2433 2222 2081 1564 517 71 1517 521 996 979
is_linear=0
shrinkage=0.00134594


Tree=908
num_leaves=31
num_cat=0
split_feature=9 52 133 1 11 3 47 151 3 403 0 156 12 42 13 3 43 49 1373 457 3 457 1447 156 2 48 48 124 0 51
split_gain=0.0016563 0.00154803 0.00161298 0.0016798 0.00169375 0.002017 0.00265285 0.00162071 0.00154511 0.00182101 0.00147146 0.00137791 0.00149733 0.00135991 0.00229654 0.00241122 0.00155045 0.00141664 0.00136906 0.001348 0.00153719 0.00196855 0.00127137 0.0011908 0.00124766 0.00155643 0.00170071 0.00162906 0.00140472 0.00138184
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 0.10398500000000001 0.08184000000000001 -0.115685 0.086425000000000016 -0.50701999999999992 0.10666500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.089280000000000012 0.094045000000000004 -0.09361499999999999 0.0015650000000000002 -0.084129999999999996 -0.091114999999999988 -0.088329999999999978 0.11103 0.53894500000000012 0.090325000000000003 0.085360000000000005 -1.0000000180025095e-35 0.11896500000000002 0.090310000000000015 -0.086624999999999994 0.12862000000000004 -0.087894999999999987 -0.10303999999999998 -0.021719999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 9 -7 22 12 13 -11 15 -15 -17 -18 19 20 21 -19 -9 24 28 -26 27 -27 -24 -30
right_child=1 2 3 7 -6 6 -8 10 -10 11 -12 -13 -14 14 -16 16 17 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0010803972029800265 -0.0010589548341035601 -0.0011151976451100256 0.00036062782520878713 -0.0012514989804186859 -0.0011078789068255717 -0.0010334234238753735 -0.0011000094091808332 -0.00080891231077626329 0.00043361634184680835 -0.0010198855910103851 0.0012780585301835473 -0.0012489171966961125 -0.00087910148406310652 -0.00099144487840919192 0.000987984114524685 0.0012864926261950866 -0.0011206707081690308 0.0002229700627457723 -0.0013198841519491591 -0.0013197953262979042 0.001012905152628744 -0.0011423011447738928 0.00054334613535485547 -0.00077660656801878457 -0.00087851798516494798 -0.00073304931878783515 1.1458915103115984e-05 0.0010189500375266953 0.00013200441680554989 -0.00094366282549642226
leaf_weight=0.0022997151822057296 0.0025914057863900544 0.0023320795318042533 0.014500511470522781 0.0012809409213900827 0.0029097161094124848 0.0041078241016290198 0.0050780412322000137 0.0020810334845009484 0.0079831568627639626 0.0021165315738875803 0.0023123094781851697 0.001790275797323381 0.0036170504477466272 0.0041386212727445503 0.00418490982917774 0.0017591935275405026 0.00180674421619642 0.016946192407813594 0.0011445820137510046 0.0010283660212735404 0.0036208932723980061 0.0020627550814822362 0.0052038807917114136 0.0018553485188022014 0.0012924104535159122 0.001001950942395525 0.0055908242320583659 0.011894434390825381 0.0048715113811681485 0.0036282727383536431
leaf_count=121 275 229 175 19 59 783 199 40 44 84 89 126 274 215 34 23 29 483 8 10 29 22 35 11 17 17 60 285 53 62
internal_value=0 -4.97271e-05 -2.83147e-05 -7.15845e-06 -0.000119884 -8.20006e-05 -0.000186559 0.000209413 -0.00010418 -0.000193024 0.000256512 -0.000114948 -6.70974e-05 8.58292e-06 6.79084e-05 -5.05397e-05 8.67259e-05 7.40764e-06 8.95818e-05 0.000157772 0.000224917 7.48177e-05 0.000193387 0.00025241 0.00030943 0.000521447 0.000619316 0.000882833 3.4081e-06 -0.000327162
internal_weight=0 0.124732 0.12214 0.119808 0.0787954 0.0758856 0.0613851 0.0410129 0.0563071 0.0483239 0.039732 0.0442161 0.0424258 0.0388088 0.0366923 0.0325073 0.0283687 0.0266095 0.0248028 0.0236582 0.0226298 0.0190089 0.0374197 0.0353386 0.0334833 0.0197796 0.0184872 0.0128964 0.0137037 0.00849978
internal_count=3910 3789 3514 3285 2597 2538 2363 688 2164 2120 669 1337 1211 937 853 819 604 581 552 544 534 505 580 540 529 379 362 302 150 115
is_linear=0
shrinkage=0.00131955


Tree=909
num_leaves=31
num_cat=0
split_feature=9 1348 14 157 157 1213 1 16 0 47 4 1456 42 42 376 133 151 2 43 1 42 1374 133 2 1 15 1375 51 160 48
split_gain=0.00143333 0.00107451 0.00139655 0.00114791 0.00126614 0.00125784 0.00123412 0.0009695 0.000939682 0.00135853 0.00140106 0.00116241 0.00110812 0.00142905 0.00120375 0.00113721 0.00112466 0.00104143 0.00102589 0.00123821 0.00139138 0.000978079 0.000905436 0.00116135 0.00175494 0.00168112 0.00103656 0.00118697 0.00105391 0.000938413
threshold=-0.016839999999999997 0.094400000000000012 0.078275000000000025 -0.077534999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.099280000000000021 -0.017269999999999997 0.085165000000000018 -0.23071499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.089024999999999979 0.048695000000000009 -0.26719999999999994 -0.52174999999999983 0.106285 0.0016850000000000001 0.090355000000000005 -0.11403999999999999 0.089520000000000016 -0.16268499999999997 0.086875000000000022 0.12446500000000001 0.17176000000000005 0.071870000000000003 0.08955500000000001 0.093550000000000008 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 3 6 -5 -6 -2 -8 11 10 17 -7 13 18 15 -14 -17 -10 19 -13 -21 22 -18 24 29 26 27 28 -25 -24
right_child=1 -3 -4 4 5 8 7 -9 9 -11 -12 12 14 -15 -16 16 21 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012416402243525971 -0.00065206515404894771 0.0014308923862291461 -0.0011766795018217293 -0.0010889803372949106 -0.0011625795763584093 -0.0013231997925426508 0.00097440773417340712 -0.00044341238031210875 -0.00051982558308573314 0.0013938933665210533 0.00094635487369264953 -0.0014569774317654933 -0.0014570430748896649 -0.0013245100374255588 0.001442368529606719 -0.0014570413632421085 0.0011271908625677452 0.0004663919836305767 0.001099343072022771 -0.00083311970973911373 0.0010180394253608083 -0.0011438132285013414 -0.00029137329357678651 0.00071419002823094793 0.0010514087435246795 -0.0013596294797790646 -0.00099866567022497592 -0.0001146106882505633 -0.00062036256722130818 -0.0013516973206138751
leaf_weight=0.0018970971365011016 0.0016870015257235416 0.0010447518139073955 0.0022961958939031737 0.0025644127753459136 0.0020892016342772815 0.0016045918955562835 0.0059860958734674341 0.0012348371984352013 0.0060384373908153339 0.0021028131101417111 0.0033342303522658759 0.0016177709263756057 0.001128482603959923 0.0031393009349294232 0.0012394975276777123 0.0010625394343470864 0.0017447906010801253 0.0036442813585821909 0.0011869267268558303 0.0017319968225280036 0.0017153358726602619 0.0013868523033195848 0.010409243166093596 0.015195552333024054 0.0018409836828823254 0.0013250781738918241 0.0011952009854718773 0.0069187512608004367 0.0013691558803579076 0.0021349922651552342
leaf_count=121 229 28 117 225 563 203 110 90 74 23 104 166 47 404 76 31 26 55 29 22 21 43 374 416 22 20 39 122 44 66
internal_value=0 -3.79961e-05 -5.52536e-05 -2.55288e-05 -8.23058e-05 -4.79568e-05 0.000469842 0.000731949 -1.60864e-05 0.000307359 0.000131835 -0.000100481 -6.56588e-05 -0.000522496 2.57194e-05 -1.26939e-05 2.38653e-05 -0.000148643 -0.000119785 -0.000405468 8.79865e-05 6.00211e-05 9.96459e-05 5.52562e-05 -0.000276896 0.000239002 0.000324838 0.000392198 0.000603883 -0.000471837
internal_weight=0 0.0899693 0.0889246 0.0866284 0.0777204 0.075156 0.00890793 0.00722093 0.0730668 0.0151198 0.0130169 0.057947 0.0563425 0.00939133 0.0469511 0.0457116 0.0445831 0.00968272 0.00625203 0.0050651 0.00344733 0.0435206 0.0421337 0.040389 0.0143852 0.0260037 0.0246787 0.0234835 0.0165647 0.0125442
internal_count=3910 3789 3761 3644 3215 2990 429 200 2427 256 233 2171 1968 642 1326 1250 1203 129 238 209 43 1172 1129 1103 462 641 621 582 460 440
is_linear=0
shrinkage=0.00145689


Tree=910
num_leaves=31
num_cat=0
split_feature=1 31 38 3 151 14 484 42 3 42 124 0 4 0 12 52 12 15 52 2 131 454 159 0 49 49 16 12 47 51
split_gain=0.00160604 0.00155732 0.00150167 0.00178068 0.00158528 0.00149164 0.0013431 0.00140695 0.00212076 0.00156435 0.00127172 0.00121135 0.00118262 0.00160689 0.00143501 0.00119107 0.00198828 0.00153794 0.00147226 0.00133039 0.00126103 0.0012353 0.00134845 0.00117001 0.00167397 0.00205393 0.00136443 0.00151703 0.00110561 0.00166456
threshold=0.10398500000000001 -1.0000000180025095e-35 0.13790500000000003 0.31335500000000011 -0.40391999999999995 0.077685000000000018 -0.0043499999999999988 0.091955000000000023 -0.15327499999999997 -0.09602999999999999 -0.073304999999999995 -0.017269999999999997 -0.51381999999999983 0.15480500000000005 0.10214500000000001 0.10218500000000001 0.093125000000000013 -0.09547499999999999 -0.22901999999999997 -1.0000000180025095e-35 0.082750000000000004 -1.0000000180025095e-35 0.09141500000000001 0.047345000000000005 0.084840000000000013 -0.085974999999999982 -0.035699999999999989 0.088375000000000023 0.13177500000000003 0.12342500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 -10 -11 28 -12 14 15 16 18 -17 -14 -20 21 -21 23 24 25 -23 27 -27 29 -6
right_child=2 5 -4 -5 11 -7 7 -9 9 10 12 -13 13 -15 -16 17 -18 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011272215669909835 -0.0010676096699945563 -0.00083841392080604793 -0.0011264473114587204 0.0011263181231079868 0.00030652544596662467 -0.0011263590625552834 0.00067303103161265047 -0.0005495076351778415 -0.00095553465391632806 0.00061357176136188146 -0.0011266669547120673 0.00075120134022338327 -0.0011263817443409262 0.0010220810337370928 -0.0010941868399353368 0.00037629908860007034 0.00067212569260204373 -0.0011264509410569203 -0.00085595139444733534 -0.0011263844067768123 -0.0011018952435521367 -0.00053897524902728785 -0.00066811751584345592 0.001126519783808928 -0.0010793491384276479 0.00022173163139525121 0.00068797037396103671 -0.0011263331320750974 -0.0004025481883218095 -0.00046752063490290046
leaf_weight=0.0012515934062236047 0.0013436740489964896 0.003102809948982709 0.0011229360970901317 0.0024405786376515684 0.023441873416514269 0.0018934172648847883 0.0050596484335301275 0.0072659992285255539 0.0025193584650291525 0.0034536600244052798 0.0013655186210748049 0.0041446945375405156 0.001679989580338769 0.0016688013888597189 0.0017806875957235837 0.0012635567604029063 0.0048305279949625293 0.0027303890280547796 0.0024023841474445215 0.0010813512400460459 0.0012391549784345193 0.0041476543941598712 0.0026544931348748682 0.0015388740648631929 0.0014059968570334638 0.011249667198798701 0.0081466658958522613 0.0011688314995854663 0.0046669357699045113 0.0041472695181852251
leaf_count=23 22 496 7 135 450 109 75 479 211 80 26 172 97 9 145 29 106 210 49 27 162 45 63 8 78 251 105 140 52 49
internal_value=0 -0.000118505 0.000158101 0.000193997 0.000133713 -0.000139675 -0.000113639 -8.08827e-05 -2.54147e-05 -8.81528e-05 -4.75411e-05 0.000178057 -9.28847e-05 -6.40691e-05 -0.000102373 -6.35915e-05 -7.11882e-06 -0.000651029 -9.64857e-05 -4.71005e-05 1.24463e-05 5.64312e-05 9.86268e-05 0.000172216 0.00011599 0.000183997 0.000329809 9.48515e-05 0.000104412 0.000190169
internal_weight=0 0.074901 0.041308 0.040185 0.0377444 0.0736494 0.071756 0.0686532 0.0613872 0.0563276 0.0538082 0.0364008 0.0503545 0.048989 0.0473202 0.0455395 0.0415456 0.00399395 0.0367151 0.0350351 0.0326327 0.0313935 0.0303122 0.0276577 0.0261188 0.0247128 0.0205652 0.0124185 0.0322561 0.0275891
internal_count=3910 3023 887 880 745 3000 2891 2395 1916 1841 1630 723 1550 1524 1515 1370 1131 239 1025 928 879 717 690 627 619 541 496 391 551 499
is_linear=0
shrinkage=0.00112622


Tree=911
num_leaves=31
num_cat=0
split_feature=39 3 483 1 48 51 150 52 2 160 15 4 13 13 160 457 150 3 394 0 0 12 1 133 13 4 16 3 3 15
split_gain=0.000363505 0.000445612 0.000474767 0.0004197 0.000396245 0.000997685 0.000472403 0.000499279 0.00060909 0.000719153 0.000709393 0.000968518 0.000620085 0.00053276 0.000420971 0.000379086 0.000922836 0.000500108 0.000533943 0.000574127 0.000611489 0.000660814 0.000500688 0.000509949 0.000454636 0.000475883 0.000371767 0.000335482 0.000316392 0.000379098
threshold=0.005105000000000001 0.30601500000000009 0.083960000000000021 0.088010000000000019 0.12649500000000002 0.13741000000000003 -0.20684999999999998 0.11401500000000002 0.099015000000000006 0.10590000000000001 -0.11739999999999999 0.22584000000000001 -0.091849999999999987 -0.084184999999999996 0.11161500000000001 0.084715000000000013 0.086870000000000017 0.086245000000000016 -0.081934999999999994 -0.070174999999999987 -0.053834999999999994 0.091555000000000011 0.076710000000000014 0.083815000000000014 -0.09547499999999999 0.05309500000000001 -0.27337499999999998 -0.084129999999999996 -0.015794999999999997 -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 -2 6 -6 -1 8 10 12 -8 14 26 -9 15 16 17 18 -12 22 -21 -22 23 -20 -24 27 -10 -26 -5 -30
right_child=3 -3 -4 28 5 -7 7 13 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0026551546936012596 -0.00076255475099732426 0.0023509228463791535 -0.0025043808527174297 0.003313128272129995 -0.0041251822041886588 0.0010303667341646065 -0.0027671201429609669 -0.0041249365250008475 0.0037669263675058967 0.0036453989907597332 0.0021977152415464125 0.0025882336442795456 -0.000291898587714566 -0.00048485686909932531 -0.0030198251497752042 0.0010749477320158428 -0.0041249206290148738 0.0017132096739911568 -0.0041247643561621531 0.0025614424237104046 0.0013994630443895837 -0.0032068400644387476 0.0018103218819459561 -0.00087463683005540465 -0.00078861469607980153 0.00087870230548477439 0.00075493296540561422 -0.0041248617521714324 0.0021825218981953807 -0.00042399446256570326
leaf_weight=0.0010650539281300544 0.0019920780390876294 0.001156319683035977 0.0015240404849707892 0.0012092712277320672 0.001372981728206212 0.0011937016185008531 0.001914945750560163 0.0010411463732133974 0.0011997068217795004 0.0013479678830639061 0.0010841953488471842 0.0019964593152295143 0.0064074525960231546 0.0019939676695485123 0.0010116989234627552 0.0029209039676345574 0.0011350429376912894 0.0018933493169175373 0.0018449575292334092 0.0014742889339087739 0.0010624637500145214 0.0010567846906610612 0.001052972318218437 0.0014800513434797824 0.0010044709471239699 0.0010919729853320348 0.0016640726375385393 0.0010473882329882223 0.0019152330287959263 0.0018820090179527682
leaf_count=24 91 139 341 127 55 18 131 107 24 48 143 33 424 341 122 81 107 53 440 81 41 42 44 280 105 27 28 172 190 51
internal_value=0 -0.000174872 -0.000244606 0.000838666 -0.00015927 -0.00172746 -5.27628e-05 -0.000131292 1.30477e-05 0.000830479 -0.000363187 -0.000145604 0.000421211 -0.00173353 -0.00043046 -0.000286117 -0.000547186 -0.000259035 -0.000565124 -0.000834613 0.00052156 -0.000897517 -0.00148252 -0.00267804 -0.000535344 -0.00132098 0.00201673 -0.00249163 0.00147579 0.000890667
internal_weight=0 0.0430384 0.041882 0.00699859 0.040358 0.00256668 0.0377913 0.0367263 0.0336911 0.0106192 0.0230719 0.021157 0.00927123 0.00303511 0.0191605 0.0181488 0.0152279 0.0140929 0.0121995 0.0111154 0.00359354 0.00211925 0.00752181 0.00332501 0.0041968 0.00314383 0.00286378 0.00205186 0.00500651 0.00379724
internal_count=3910 3451 3312 459 2971 73 2898 2874 2426 524 1902 1771 476 448 1738 1616 1535 1428 1375 1232 164 83 1068 720 348 304 52 277 368 241
is_linear=0
shrinkage=0.00412451


Tree=912
num_leaves=31
num_cat=0
split_feature=31 14 157 1 457 457 1213 484 457 150 1456 48 0 0 1 15 374 130 48 1 129 4 48 52 11 16 159 42 16 43
split_gain=0.00252354 0.00239219 0.00181407 0.00240053 0.00179184 0.00193378 0.00219692 0.00206075 0.00162687 0.00191236 0.00204499 0.00206993 0.0020297 0.00295937 0.00259337 0.00271145 0.00226325 0.00204797 0.00185001 0.00216901 0.00171472 0.00196962 0.00167436 0.00236455 0.00158794 0.0015636 0.00146598 0.00153139 0.00335207 0.00153364
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.07686999999999998 1.0000000180025095e-35 -0.23052999999999998 -0.079274999999999984 -1.0000000180025095e-35 -0.08231999999999999 0.53894500000000012 0.082085000000000019 -1.0000000180025095e-35 -0.084204999999999988 -0.084304999999999977 -0.10575999999999998 0.076710000000000014 -0.035939999999999993 0.082175000000000012 -0.086274999999999991 0.12862000000000004 0.092550000000000007 0.091510000000000022 0.15045000000000003 0.092150000000000024 -0.089799999999999977 0.082245000000000013 0.099280000000000021 0.10519500000000001 0.091955000000000023 0.41476000000000007 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -12 13 14 -13 -16 17 -14 19 22 21 24 23 -11 26 -5 27 29 -29 -19
right_child=1 -3 4 25 5 6 7 8 -10 18 11 12 16 -15 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012353901093862985 -0.00069093069147012787 -0.0009295318787305351 0.00093028541048165961 0.00094946483017119504 -0.00098353354891361679 -0.0012064966037945465 -0.0010911489127665573 -0.0013461053080058775 -0.0012658399865310044 -0.00078707746774103271 -0.0013416591095726286 -0.00088950442892552915 -0.0013073495849945673 -0.00085401945272251759 -9.9814741136098446e-05 0.00095649984608451157 -0.0011113394313953969 0.00036955952029229302 -0.00089906993380080194 0.0010866122615053463 -0.00089771607024545063 0.00133112975637102 -0.00071595163940351867 0.00086868724863101718 -0.0013460888544983922 -0.00037382668964970248 -0.00075651164323591773 -0.0011754001872912481 0.00080730654828982352 0.0011810470731541513
leaf_weight=0.0027392995667927513 0.0027647358170570522 0.0056196331683189263 0.0030716133857424657 0.0090193682356840554 0.0044298774403141996 0.0030416391833520953 0.0033270827002045414 0.0022534848313449088 0.0018552464825916095 0.0020868778847216172 0.002181472066126843 0.0049963826786836299 0.0014866725242228531 0.010447314717170635 0.01646804340953878 0.006008313571328471 0.0023473609535002984 0.022079631021593833 0.0018687003134800753 0.0071514784520303456 0.0020600221147049061 0.0034665075694917382 0.0030324700681205749 0.0062174751003567499 0.0010696466493840253 0.0019710918746156389 0.0021597417094412199 0.0031959272113564188 0.0029898062407696102 0.0052156607800881707
leaf_count=113 232 124 31 120 139 562 218 189 15 20 29 82 46 420 166 37 19 384 7 179 67 97 16 52 58 89 39 240 38 82
internal_value=0 -6.86984e-05 -3.37104e-05 0.000430127 -8.49533e-05 -0.000110633 -7.75847e-05 -4.7455e-05 -1.60693e-05 5.245e-06 -8.03794e-05 -4.72796e-05 -1.36611e-05 -0.000244285 -1.24162e-05 0.000182556 0.000176161 0.000245282 0.000377177 0.000506174 0.000299932 0.00036134 0.000140022 0.000452595 0.000269764 0.000712138 0.000318259 0.000387589 -0.000217081 0.000524621
internal_weight=0 0.143883 0.138264 0.0137552 0.124508 0.121437 0.117007 0.113965 0.110638 0.108783 0.088426 0.0861725 0.083991 0.0379201 0.0274727 0.0224764 0.046071 0.0437236 0.020357 0.0184883 0.0422369 0.0401769 0.0113368 0.00830435 0.0367104 0.0109905 0.0356408 0.033481 0.00618573 0.0272953
internal_count=3910 3797 3673 441 3232 3201 3062 2500 2282 2267 1993 1804 1775 705 285 203 1070 1051 274 267 1005 938 88 72 841 209 783 744 278 466
is_linear=0
shrinkage=0.00134594


Tree=913
num_leaves=31
num_cat=0
split_feature=9 2 1446 1 0 123 133 4 1365 0 2 1375 40 47 12 128 4 13 15 43 1 52 49 52 49 3 52 403 0 16
split_gain=0.00171727 0.00132818 0.00162116 0.00161667 0.00216249 0.00173426 0.00186463 0.0016644 0.0015786 0.00192269 0.00159437 0.00153871 0.00171433 0.00160545 0.00171204 0.00163651 0.00187278 0.00143678 0.0016537 0.00143066 0.00141394 0.00127992 0.00122086 0.00121785 0.00111297 0.00120488 0.00118587 0.00135403 0.00117643 0.00198512
threshold=-0.016839999999999997 0.089910000000000004 0.091660000000000005 0.083370000000000014 -0.070894999999999986 0.086020000000000013 -1.0000000180025095e-35 -0.16401499999999997 0.084525000000000017 -0.14136999999999997 0.11230000000000001 -1.0000000180025095e-35 0.028705000000000001 0.086425000000000016 0.10333000000000002 0.086435000000000012 0.22584000000000001 -0.076384999999999995 0.091195000000000012 0.0033500000000000005 0.14071500000000001 -0.092854999999999979 -0.073619999999999977 0.11401500000000002 -0.084114999999999981 0.090325000000000003 -0.088779999999999984 -1.0000000180025095e-35 -0.077944999999999987 -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 11 3 4 17 6 -5 20 9 10 22 -2 13 15 -15 16 19 18 -3 21 -8 -13 -9 -6 -23 26 -26 -28 29 -29
right_child=1 2 -4 5 23 -7 7 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0011077112168786068 -0.0011926765358804964 -0.00075242623781673749 -0.0012620688034742419 0.001060189714861144 0.00025161383791772672 0.0012684193676304415 -0.0012215316735152014 -0.00018818571232497678 -0.0010867338518009012 0.0010047642533955632 -0.00030572755329681006 -0.00087561435457649396 0.00092207842262404752 -0.00094742528233797256 0.00023954339978301224 -0.0012685807428787609 0.00096969349839472782 -0.0012684549034779724 0.00058912205639527428 -0.0009937220625636004 0.00053870060455715816 -0.0011516224352736519 0.0007564046767712351 -0.00094800265530258323 0.00096590336191469087 0.0011662428083535818 -0.0012683835867997883 0.00037791698824685534 0.0007807025278499766 -0.00072463879088583837
leaf_weight=0.0020719709599728011 0.0024949954782300656 0.0039804250430552912 0.0014519681295146461 0.0035432571236384538 0.014682916984906313 0.0026106836173660488 0.0025798958457770018 0.0032958112103642591 0.0014393457045116511 0.0047165581327739429 0.0085045834199632964 0.0024326901472591046 0.0022011820907437132 0.007895967192623754 0.0025978688892447374 0.0017407285194663826 0.0028675339511323719 0.0034830664920226795 0.0023511399384910092 0.0026495121491203468 0.0010260210588057816 0.0010812250831264683 0.0066263080163455621 0.0015004398023830126 0.0020728296309613292 0.0017740038903895075 0.0013518182541027999 0.0056703092154282084 0.0028871415651821235 0.0048941519318370652
leaf_count=121 107 205 82 74 264 134 140 32 20 147 92 168 20 236 48 148 67 342 63 235 9 51 81 67 19 21 447 133 74 263
internal_value=0 -5.81367e-05 6.2265e-05 9.41323e-05 -0.000144472 0.000274761 0.000193009 8.40057e-05 0.000202041 0.000282194 9.72426e-05 -0.000224906 -0.000167576 -0.000227665 -0.000653578 -7.57565e-05 -7.46003e-07 -0.000614183 -0.000254261 -0.000112893 -0.000720678 -7.59788e-06 0.000442642 0.000140391 9.94197e-05 0.000171947 6.74286e-05 -5.83792e-05 6.32202e-05 -0.000132859
internal_weight=0 0.106404 0.0617924 0.0603405 0.025998 0.0343425 0.0317318 0.0281885 0.0245826 0.0231433 0.0184267 0.044612 0.042117 0.0399158 0.0104938 0.0294219 0.0276812 0.00981463 0.00633156 0.0248137 0.00360592 0.0221642 0.00992212 0.0161834 0.0197315 0.0186503 0.0168763 0.0148034 0.0134516 0.0105645
internal_count=3910 3789 1752 1670 941 729 595 521 372 352 205 2037 1930 1910 284 1626 1478 610 268 1411 149 1176 113 331 1008 957 936 917 470 396
is_linear=0
shrinkage=0.00126831


Tree=914
num_leaves=31
num_cat=0
split_feature=158 9 1 38 151 52 14 3 3 47 4 376 42 3 11 0 43 13 0 159 160 133 43 48 483 1213 2 1374 1 0
split_gain=0.00210211 0.00278778 0.00176039 0.00211183 0.00198191 0.00199076 0.00172928 0.00157246 0.00147251 0.00249889 0.00161972 0.00177946 0.00221354 0.001713 0.00157368 0.00151769 0.00195085 0.00200878 0.00142423 0.00148675 0.00137705 0.00134602 0.00135681 0.00133455 0.00123946 0.00132695 0.00141259 0.00156893 0.00192145 0.0016099
threshold=0.11034000000000001 -0.016839999999999997 0.10420500000000001 0.13790500000000003 -0.40391999999999995 -0.42985499999999993 0.077685000000000018 0.31335500000000011 -0.115685 0.086425000000000016 -0.52333999999999992 0.048695000000000009 -0.089024999999999979 0.10420500000000001 0.08184000000000001 -0.082994999999999985 -0.17307499999999998 0.16421000000000002 -0.017269999999999997 -0.41103999999999991 0.093550000000000008 -0.39018999999999998 -0.27619499999999997 0.091555000000000011 0.083960000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -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 6 4 -4 -6 8 18 14 10 -10 13 -13 15 -3 20 17 -17 19 -7 24 -21 -23 -18 25 -12 -27 -28 29 -29
right_child=-2 2 3 -5 5 7 -8 -9 9 -11 11 12 -14 -15 -16 16 23 -19 -20 21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0013209064765385445 -0.0012409270614025913 0.00037701046119789514 -0.0011832612100744825 -0.0013199537678416735 -0.0013196420141896648 -0.0013198085929773059 -0.001319733515717338 0.0013196815150395013 -0.001320574154633187 -0.001126193259738289 -0.0013196433936544464 -0.00062121765052216649 0.0012341776028515173 0.00044520638072288087 -0.00085125850114280404 0.00079317284861258176 -0.0013196734047692335 -0.0013197427650843061 0.001000602347567509 -0.0010799574865264837 -0.00081167441327079895 -0.00089905593203080546 0.00034333566272116788 -0.00023400526877325029 -0.0013198314362915704 -0.001319634105996285 -0.0012202590463085649 -0.00053923386047678918 0.00066784512652234731 0.00060544603168051188
leaf_weight=0.0026646956047304817 0.0024811884144630971 0.014384304482675248 0.0016822522455299796 0.0016062220965977749 0.0013156675458390046 0.0011240725183938585 0.0021808631211897014 0.0026131165045448759 0.0019654361066727679 0.0049028632246184136 0.0011410538935248118 0.001649721298122131 0.0034842634943004205 0.0066292857461576196 0.0020787523793330811 0.0025874978312572247 0.0063084049847681525 0.0011237160441766036 0.0040484728996546043 0.0013228055714762368 0.0041910213235007978 0.001614098585150713 0.029580525228425351 0.0028676805287197737 0.0011727417071591964 0.0011018355689884551 0.0012560404807686601 0.0061410958407232992 0.011213657303692059 0.0032830602371518684
leaf_count=118 167 138 21 7 83 27 100 114 17 230 246 16 46 56 57 20 947 46 92 20 110 14 371 52 119 25 40 450 121 40
internal_value=0 -1.45679e-05 -4.31351e-05 0.000165792 0.000220905 0.000277662 -0.00016091 0.000329805 -0.000128293 -0.000222781 -0.00014385 -0.00010114 0.000637977 -0.000178554 0.00022192 -0.000276108 -0.000653882 0.000153404 0.000261175 0.000172191 -0.000111078 0.000223766 0.000279051 -0.000980384 4.93472e-06 6.93017e-05 0.000138222 0.00021159 0.000298734 -0.000140466
internal_weight=0 0.127235 0.124571 0.0449072 0.043301 0.0416188 0.0796633 0.0403031 0.0774824 0.0610194 0.0561165 0.0541511 0.00513398 0.0490171 0.0164631 0.0423878 0.0128873 0.00371121 0.03769 0.0336415 0.0295005 0.0325174 0.0311946 0.00917609 0.0253095 0.0241367 0.0229957 0.0218939 0.0206378 0.00942416
internal_count=3910 3743 3625 749 742 721 2876 638 2776 2581 2351 2334 62 2272 195 2216 1065 66 524 432 1151 405 385 999 1041 922 676 651 611 490
is_linear=0
shrinkage=0.00131955


Tree=915
num_leaves=31
num_cat=0
split_feature=51 1 44 14 47 2 50 457 42 1 159 41 16 42 42 3 49 151 4 1374 1 3 3 13 12 3 43 3 3 52
split_gain=0.00039093 0.000680766 0.000671847 0.000586277 0.000556558 0.000609741 0.000630531 0.000615058 0.000612705 0.000610474 0.000698261 0.000694697 0.00051456 0.000473276 0.0005897 0.000599313 0.000590293 0.000699897 0.000580519 0.000512735 0.000469619 0.000478802 0.000557304 0.000448245 0.000446008 0.000583514 0.000428226 0.000355709 0.00052187 0.000349318
threshold=-0.40274499999999996 0.14000500000000002 0.085085000000000008 0.077685000000000018 0.11939500000000002 0.11542500000000001 0.10119500000000002 -0.066264999999999991 -0.10770999999999999 0.11235500000000002 0.10519500000000001 0.078535000000000008 -0.11180499999999999 0.091955000000000023 -1.0000000180025095e-35 -0.10942499999999998 -0.088329999999999978 0.079335000000000017 -0.083329999999999987 -0.094679999999999986 0.094695000000000015 0.086245000000000016 -0.010319999999999998 -0.49820499999999995 0.09112000000000002 0.12046500000000002 -0.26007999999999992 -0.078884999999999997 -0.08348499999999999 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 -11 14 18 -16 17 -17 -10 -18 21 22 27 -23 25 -7 -15 28 -21 -20
right_child=1 -3 -4 -5 -6 24 -8 8 9 12 -12 -13 -14 26 15 16 19 -19 29 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016779888202145615 -0.0019529949443493192 0.0020749793782916179 -0.0027539688163781815 -0.0028607411997541988 -0.002197198966528576 0.0036789705269552899 -0.0028811672262825348 -0.0024049507346452594 0.00063187968509370812 0.0037171495935657381 -0.0027347255274825654 -0.0023395229682346154 0.00011340814830645991 0.00075505146198038674 0.0023370494188091409 -0.0036650126302491385 -0.0011461896894270328 0.000809428572958094 -0.000659994851666761 0.0012856044604235256 0.0024159091340649015 -0.00029163074253711738 -0.0017347262211841756 0.0022350589307778166 -0.00021964758019026655 0.00057545691874128023 -0.0023757804412221344 0.0019963224936170448 -0.002009584583495472 -0.0038105553072387984
leaf_weight=0.0020139838400776702 0.002051642717061152 0.0022652636976896448 0.0013101979104419561 0.0010074776442943181 0.0015072054347471378 0.0017895874408981874 0.001079051471659819 0.0012685555904994308 0.0021344475327902401 0.0013372668838353974 0.0011712439887350259 0.0014167832599962784 0.0010095729714869597 0.0010490790548303153 0.0031665899671286931 0.0010006169388674371 0.0017833642685332043 0.0010301089932305274 0.001039128810926826 0.0016107214262962438 0.0028167525539455349 0.0013964832573662989 0.001903595306529865 0.0037755703907365046 0.0017076756586726916 0.0017298428348517803 0.0016043238760922165 0.0018745624722411591 0.0012312396168991935 0.0010052785505136877
leaf_count=145 173 157 46 117 84 132 365 136 268 68 120 82 61 12 126 35 53 37 72 161 129 14 49 59 152 68 312 90 292 295
internal_value=0 3.48923e-05 -6.38374e-05 1.36303e-05 7.87201e-05 0.000158525 -1.03372e-05 7.41239e-05 0.000194236 0.000293083 0.000151274 0.000264557 0.00216688 0.000394366 0.000552149 0.000805749 0.000542545 -0.0013953 -0.000758049 0.000782612 0.00101807 0.00068417 5.51124e-06 0.00155284 0.00137824 0.00215356 -0.00113794 0.000707873 -0.00014199 -0.00220919
internal_weight=0 0.0490732 0.046808 0.0454978 0.0444903 0.0429831 0.037756 0.0366769 0.0346253 0.0333567 0.0310099 0.0298386 0.00234684 0.0284219 0.0257685 0.0215896 0.018423 0.00203073 0.00417885 0.0163923 0.0146089 0.0117922 0.00662012 0.00517205 0.00522711 0.00351943 0.0026534 0.00471652 0.00284196 0.00204441
internal_count=3910 3765 3608 3562 3445 3361 3009 2644 2471 2335 2206 2086 129 2004 1680 1045 919 72 635 847 794 665 592 73 352 200 324 543 453 367
is_linear=0
shrinkage=0.00381041


Tree=916
num_leaves=31
num_cat=0
split_feature=133 133 401 123 15 52 133 1456 1 0 0 4 47 2 13 42 1 11 49 48 47 3 12 12 3 1 51 2 0 2
split_gain=0.000366094 0.000440245 0.000505694 0.000581824 0.000618018 0.000447443 0.000447976 0.000453254 0.000431389 0.000425903 0.000749119 0.00069082 0.000611995 0.000756144 0.000624032 0.000470618 0.000360785 0.000379344 0.000327986 0.000653326 0.000475811 0.000443569 0.000372767 0.00106396 0.000425397 0.000631953 0.000666319 0.000535804 0.000430316 0.000492682
threshold=-0.26719999999999994 -0.17468499999999998 0.087020000000000014 1.0000000180025095e-35 -0.040439999999999997 -0.42985499999999993 0.10681500000000001 1.0000000180025095e-35 0.083370000000000014 -0.074904999999999985 -0.082604999999999998 -0.23071499999999998 0.085165000000000018 0.11085000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12730000000000002 0.087830000000000005 -0.084114999999999981 0.093440000000000009 0.09252500000000001 -0.075404999999999986 0.086935000000000012 0.090385000000000007 0.12046500000000002 0.094695000000000015 0.08955500000000001 0.113945 -0.23029999999999998 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 -3 7 9 -6 10 16 12 13 14 -11 -13 17 18 19 -7 22 -22 24 -24 25 26 28 -26 -20 -30
right_child=1 2 -4 4 8 6 -8 -9 -10 11 -12 15 -14 -15 -16 -17 -18 -19 20 -21 21 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=-0.0024400241593405497 0.0024963645787915412 -0.0026153072974110956 -0.0027543997773781335 0.0034248880527259565 0.0019698948376424249 -0.0023240265383746178 -0.0019007227560276885 -0.0026223386977402194 -0.0016141020176585459 -0.0004130338789119888 -0.002641741479441133 -0.00022260140478611227 0.0022531327189146233 0.0017170872962415107 -0.0040440370214539665 0.0022138676866003001 0.0019797763239087461 -0.0024777641036085622 0.0034215364790432553 0.001397283996443835 0.0005449476674208992 -0.0028094596715910951 -0.0040081969305896265 0.0016445700124651081 0.0014965543499163173 0.0028193650634691404 -0.0022678308678442797 -0.0023379486561613356 -0.0002614145097707618 0.0021774216446834574
leaf_weight=0.001011404880699395 0.0011443038100207295 0.001137651570293329 0.0010977413674405625 0.001624389104268209 0.0010729863758456295 0.0023827680073011939 0.0020222113008987455 0.0010104248861115819 0.0011247662424302973 0.0016832426500412723 0.0018646513290934133 0.0017364440400342573 0.0011767253991692428 0.0011809976892891427 0.0014326124629384651 0.0051134720470331699 0.0014419849562665723 0.0010516609451265415 0.0010378333725764499 0.0011406986727635626 0.0011342395034406039 0.0014930748519796913 0.001039737302711786 0.0011428790684990808 0.0010117171119503618 0.0026430051080197367 0.0011787362259071399 0.0014495376345493582 0.0038383631059366605 0.0020928903704284796
leaf_count=238 60 330 270 230 15 100 474 243 60 23 324 80 27 16 55 238 65 29 26 25 54 59 233 101 14 63 36 34 252 136
internal_value=0 1.8007e-05 -4.18778e-05 2.24903e-05 0.00153357 -0.000113606 -4.46934e-05 5.08642e-05 0.000135676 0.000121449 -0.000172563 0.00074041 -0.000330603 -0.00103818 -0.0020825 0.00159623 1.86467e-05 -0.000106277 9.26349e-06 -0.00111928 0.000229415 -0.00136133 0.000500193 -0.00104825 0.000755221 0.00110122 0.000543889 -0.000761748 0.00101946 0.000599148
internal_weight=0 0.0485017 0.0473574 0.0462597 0.00382214 0.0424376 0.0412999 0.0392777 0.00219775 0.0382673 0.0259438 0.0123235 0.00547358 0.00429685 0.00311586 0.00684992 0.0240791 0.0226371 0.0215855 0.00352347 0.018062 0.00262731 0.0154347 0.00218262 0.0132521 0.0107908 0.00814782 0.00246125 0.00696909 0.00593125
internal_count=3910 3672 3612 3342 305 3037 2707 2233 75 1990 1551 439 121 94 78 318 1227 1162 1133 125 1008 113 895 334 561 513 450 48 414 388
is_linear=0
shrinkage=0.00404364


Tree=917
num_leaves=31
num_cat=0
split_feature=31 1348 51 124 2 14 157 1 157 16 1213 0 49 52 0 48 1 15 2 51 1 0 42 16 4 52 42 0 43 0
split_gain=0.0015124 0.00127476 0.0012773 0.00144703 0.0013315 0.00106822 0.001218 0.00165872 0.00136188 0.00121689 0.00108252 0.00114063 0.00149759 0.0020683 0.00135816 0.00210676 0.00191552 0.00172416 0.00157748 0.00163892 0.00151553 0.00131558 0.00180042 0.00130171 0.00113935 0.00228844 0.00141525 0.00113246 0.00109005 0.00108559
threshold=-1.0000000180025095e-35 0.094400000000000012 -0.40274499999999996 0.51367000000000018 0.16971500000000003 0.078275000000000025 -0.077534999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 0.099280000000000021 -1.0000000180025095e-35 -0.070894999999999986 0.010625000000000001 0.11401500000000002 -0.10575999999999998 0.12675000000000003 0.076710000000000014 -0.08262499999999999 0.089910000000000004 0.11355500000000002 0.11561500000000001 -0.089879999999999974 0.088915000000000008 -0.49150499999999991 -0.49837999999999999 0.10433000000000002 0.099565000000000015 -0.23129999999999998 0.0033500000000000005 -0.082604999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -9 -10 14 13 24 15 16 -12 18 20 27 -18 23 28 -16 25 -13 -26 -20 29 -23
right_child=1 -3 3 -5 -6 -7 8 9 10 -11 11 12 -14 -15 21 -17 17 -19 19 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0010783668870310249 -0.00087818959965578621 0.0012727119176363239 -0.00066444954172063591 0.0012249884891840082 0.001293540810839638 -0.0012085407374997695 -0.00097265277023954376 0.00086502577164775942 -0.0010107855213456619 -0.00055397884318939819 -0.00068838125292871937 -0.001219224046314002 0.0010340524781779197 -0.00090893315812734185 -1.8515430396188529e-05 -0.0010749013044693632 -0.00094373431036899917 0.00080822755798009324 -0.00019378579514938281 -0.00089808807951195812 0.00038199289456412319 0.00040499371653124409 -0.0012369817529341381 -0.001260740851737469 0.0005376397605449866 0.00062388340237795571 -0.00088537331791251365 0.00076870639405128582 -0.0012939021588113642 -0.00039321647842676982
leaf_weight=0.0019741526075671692 0.0032514018280149761 0.0011786176338830492 0.002073945361223295 0.0014584771522549991 0.0011780009503965507 0.0014086024405859368 0.0030477219804261315 0.0064009450713058413 0.0020889756924726824 0.0012012438260775582 0.0043697670852331704 0.0023808706898265043 0.0029237226107170491 0.0032184928842671203 0.0020056930806049422 0.0027913978809124265 0.0041589746473533707 0.0065795459890978262 0.0028198704987403263 0.0016131593160935162 0.0022100076492392873 0.0072649213814992503 0.0024048095366313591 0.0047676893629440198 0.012348129594904843 0.0021415193623397499 0.0012920735544277315 0.007453699344029732 0.0010322483363900412 0.0046940134329460778
leaf_count=113 143 28 228 11 89 109 220 111 551 79 113 59 91 78 19 42 47 100 20 13 20 260 309 299 170 5 96 138 98 251
internal_value=0 -6.48838e-05 -8.0558e-05 -5.3912e-05 -7.3368e-05 -9.03728e-05 -7.34882e-05 0.000361042 -0.000123778 0.000640805 -9.16631e-05 -6.7195e-05 0.000165647 4.68978e-05 -0.000171674 -1.15751e-06 0.00010147 0.000240445 3.581e-05 0.000314174 -0.000483713 -0.000417775 -0.000208746 -0.000892901 0.000216275 -0.000346444 0.000402844 0.000504523 -1.84082e-05 9.16874e-05
internal_weight=0 0.101759 0.10058 0.0973285 0.09587 0.094692 0.0932834 0.00967613 0.0836073 0.00760219 0.0805596 0.0784706 0.0243048 0.0213811 0.0541658 0.0319964 0.029205 0.0248353 0.0182557 0.0118867 0.00636898 0.0221694 0.015396 0.00677338 0.0181626 0.00452239 0.0136402 0.0102736 0.0129912 0.0119589
internal_count=3910 3797 3769 3626 3615 3526 3417 418 2999 190 2779 2228 499 408 1729 493 451 338 238 171 67 1236 918 318 330 64 266 158 609 511
is_linear=0
shrinkage=0.00129368


Tree=918
num_leaves=31
num_cat=0
split_feature=158 31 4 151 11 1213 480 124 3 14 156 1211 457 39 376 376 1374 483 150 1452 148 2 159 52 15 128 130 16 15 9
split_gain=0.00189668 0.00239794 0.00179106 0.00204174 0.00196585 0.00180042 0.00170368 0.0016857 0.0022766 0.00160224 0.00151896 0.0014654 0.00141868 0.00146713 0.00168259 0.00163633 0.00147478 0.00144111 0.00160516 0.00172604 0.00172841 0.00159971 0.00215491 0.00173295 0.00169139 0.00217122 0.00171815 0.00165699 0.00223408 0.00143485
threshold=0.11034000000000001 -1.0000000180025095e-35 0.27608500000000008 -0.27336999999999995 0.08184000000000001 -0.082704999999999987 0.08456000000000001 -0.50873999999999986 0.31335500000000011 -0.46879999999999994 0.10691500000000002 1.0000000180025095e-35 0.53894500000000012 0.16168500000000002 0.11605500000000001 0.088415000000000007 0.09309000000000002 0.083960000000000021 -0.20684999999999998 1.0000000180025095e-35 0.10530000000000002 0.097940000000000013 0.09141500000000001 0.17829500000000004 -0.095799999999999982 0.086435000000000012 0.079100000000000018 0.070590000000000014 -0.031229999999999997 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 4 -4 5 -3 7 -7 10 -5 11 12 13 14 15 16 17 18 -9 20 21 22 24 -23 -20 26 27 29 -29 -26
right_child=-2 2 3 9 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.001294611419753993 -0.0011973373160921895 -0.0012938020189186199 -0.0012507943605596515 -0.00031036392041124665 -0.001021335969234874 -0.0012470464475984563 -0.0012938131575615647 0.0011617483669291403 0.0012938079344515889 0.00072457785224474343 -0.001293901094150492 -0.0012938409389166878 -0.0012476285224977293 0.0012943293088559563 -0.0010935893539264852 0.001294273173280123 -0.0012719628181110754 -0.00090986061590495634 -0.00046741745472777781 -0.0011050488458437572 -0.0012940879591776281 0.00046779969914193995 -0.0010328600800159861 -0.00095187746250122163 0.00048476301147219736 -0.0012939209618909396 -0.0010839278901751724 0.0004698511685425937 -0.001024945475648042 -0.0009713021014556418
leaf_weight=0.0022740146939899111 0.0023396166132592091 0.0019820960418241986 0.0012141968327910027 0.0032152058543033482 0.0037945075057592694 0.0018551084856426306 0.001805570387413801 0.0021774869823047984 0.0022167323700728039 0.011309947452396331 0.0015712560111120757 0.0014668109946001087 0.0014775445615669005 0.0015111377088032887 0.0022579487667826461 0.0017002230870275517 0.0014701698736914173 0.0026141042199672162 0.0089629618357829344 0.002158671813658585 0.001526998435792847 0.021980241782760146 0.0033719000636063248 0.0015398010286329358 0.026727045471473865 0.0016496542185864263 0.0016071287032612949 0.0032766770838446035 0.0034197806930364996 0.0011827785681361993
leaf_count=110 167 325 20 47 153 17 231 14 59 317 102 170 14 18 14 13 42 186 159 125 13 338 122 62 687 128 130 47 39 41
internal_value=0 -2.15424e-05 -4.62686e-05 0.000360774 -0.000107107 -7.29329e-05 -4.86192e-05 -2.56123e-05 -1.97655e-06 0.000495489 -3.26482e-05 -1.11259e-05 9.63841e-06 3.04795e-05 8.68345e-06 3.78389e-05 1.2306e-05 3.52769e-05 6.6323e-05 3.5507e-05 6.82279e-05 9.6447e-05 -3.40008e-05 0.000374857 3.79262e-05 0.000157551 0.000223671 0.000284397 -0.000293519 0.000423057
internal_weight=0 0.123318 0.121044 0.0157394 0.105304 0.10151 0.0995277 0.0977222 0.0958671 0.0145252 0.0936503 0.0920791 0.0906123 0.0891347 0.0876236 0.0853656 0.0836654 0.0821952 0.0795811 0.0774036 0.075245 0.073718 0.0501979 0.02352 0.046826 0.0378631 0.0362134 0.0346063 0.00669646 0.0279098
internal_count=3910 3743 3633 384 3249 3096 2771 2540 2523 364 2464 2362 2192 2178 2160 2146 2133 2091 1905 1891 1766 1753 1353 400 1231 1072 944 814 86 728
is_linear=0
shrinkage=0.00129368


Tree=919
num_leaves=31
num_cat=0
split_feature=45 1425 4 480 9 482 14 457 457 1 0 2 4 44 14 48 0 16 16 51 4 0 12 50 4 374 1212 52 3 12
split_gain=0.00187581 0.00155214 0.001871 0.00193638 0.00189603 0.00151814 0.00142848 0.00174517 0.00251964 0.0019101 0.00257045 0.00208975 0.00254118 0.00355966 0.00212453 0.00209493 0.00183261 0.00209826 0.00182725 0.00169058 0.00287517 0.00140511 0.00128597 0.00132047 0.00135371 0.00125509 0.0012909 0.00129121 0.00131523 0.00162336
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -0.016839999999999997 0.092060000000000017 0.077685000000000018 -0.14941999999999997 -0.066264999999999991 1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 -0.23071499999999998 1.0000000180025095e-35 -0.073394999999999974 0.12862000000000004 -0.017269999999999997 -0.078844999999999985 0.67964000000000013 0.087505000000000013 0.0057500000000000008 -0.14136999999999997 0.098355000000000012 0.10030500000000002 0.26048500000000002 0.088340000000000016 1.0000000180025095e-35 0.11401500000000002 0.097615000000000021 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 16 14 15 -13 19 17 22 -19 -14 21 -21 23 24 -11 26 27 28 29 -12
right_child=1 -3 -4 -5 5 -7 -8 8 9 11 25 12 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013461881267338787 0.0013466102002759411 -0.0013470378866304018 0.00086519710190385585 -0.0011612339524931213 0.00097832269263481517 -0.0013367108589340667 -0.00085078573026833187 -0.00097465167975067935 -0.00071091865136786595 -0.0012373886356013631 0.00022847173932381655 0.0010839044033966923 0.00092168697396501965 -0.0011571985619569952 -0.00092492142499417938 -0.00028602634487803535 0.00088274611798226448 -0.00094563094053472436 0.00086506091398139324 -0.0013402030213806226 0.00089605236760838497 0.0004062906489819003 0.00058721346789077349 0.00071342509601515303 8.0904821474141094e-05 -0.0013466079522850435 -0.0013460586072880192 -0.00087805288735888737 0.00096494494272133808 -0.00098198252703613994
leaf_weight=0.0017500400435892507 0.0017526505694043229 0.0016669348074573867 0.0040090583138585592 0.0028723752931441018 0.0030957833627667233 0.0016728427184649055 0.0038615945052065106 0.005055186879983963 0.013540726407245345 0.0029324114648758819 0.016815254736545888 0.0012077160918124719 0.020101805891634683 0.0022948770034645341 0.0045352984318469671 0.0044119857562918688 0.0027141133533916664 0.0090250298964065258 0.0011368038612999945 0.0022917975956033843 0.0046677848754086426 0.0013123798303240619 0.005255978217462598 0.0018262936582118527 0.002719937941947137 0.001186727713502477 0.0011178593191871746 0.0020972569045909486 0.0036582306202035389 0.0022791534470698585
leaf_count=31 65 94 204 241 38 133 112 193 761 139 367 8 246 42 131 48 39 368 6 21 26 39 41 34 20 4 157 131 13 158
internal_value=0 -5.65501e-05 -3.99322e-05 -6.88602e-05 -4.32603e-05 -6.34231e-05 -4.55452e-05 -1.85717e-05 -4.60814e-05 -2.26436e-06 -0.000231892 0.000138397 0.000327471 0.000463342 -0.000502479 0.000576773 -0.000162989 -0.000286949 -0.000743069 0.000710934 0.000198782 -0.000704257 7.70206e-05 -0.000281542 -0.000603019 6.97672e-06 6.88356e-05 0.000132484 0.000225632 8.39891e-05
internal_weight=0 0.131116 0.129449 0.12544 0.122567 0.120815 0.119142 0.11528 0.112185 0.107129 0.0406952 0.0664342 0.0408236 0.0350806 0.00574301 0.0327858 0.0256106 0.0228965 0.0101618 0.0283738 0.00827196 0.00360418 0.0127346 0.00747864 0.00565235 0.0271545 0.0259678 0.0248499 0.0227526 0.0190944
internal_count=3910 3879 3785 3581 3340 3275 3142 3030 2992 2799 1591 1208 561 422 139 380 647 608 374 332 86 60 234 193 159 830 826 669 538 525
is_linear=0
shrinkage=0.00134594


Tree=920
num_leaves=31
num_cat=0
split_feature=9 1348 51 39 13 132 457 52 2 133 40 133 13 457 1375 151 457 48 3 1 15 1 0 3 52 4 0 0 2 52
split_gain=0.00157006 0.00116058 0.00138109 0.0013344 0.00120303 0.00138771 0.00157039 0.00113529 0.0010414 0.00104043 0.00103228 0.00101589 0.0012427 0.000984771 0.00114868 0.00098407 0.000928592 0.00092578 0.00110936 0.00128437 0.000908539 0.00095755 0.00165365 0.00110561 0.000904522 0.00129278 0.00137031 0.00140563 0.00161252 0.00113193
threshold=-0.016839999999999997 0.094400000000000012 -0.40274499999999996 0.005105000000000001 -0.094679999999999986 0.079995000000000011 0.082870000000000013 0.11588000000000002 0.092745000000000008 0.084285000000000013 -0.064864999999999992 0.065880000000000008 -0.0041499999999999983 -0.23052999999999998 1.0000000180025095e-35 -0.08323499999999999 0.085230000000000014 0.11280000000000003 0.11265500000000002 0.11353000000000001 -0.095799999999999982 0.11215000000000001 -0.230625 -0.081954999999999986 0.071660000000000015 -0.030814999999999995 -0.074249999999999997 -0.10575999999999998 0.11085000000000002 0.28122000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 8 -4 11 -10 12 -6 -14 24 -12 -8 18 19 -5 -18 22 -22 -24 25 -15 27 28 -27 -26
right_child=1 -3 3 17 5 -7 16 -9 10 -11 15 -13 13 14 -16 -17 20 -19 -20 -21 21 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.0012632304323064831 -0.00098559279121089431 0.001408496878447479 -5.4458686832152743e-05 0.00014909652651286308 -0.00090483984704271055 0.00045374654517543652 0.0010352327075016186 -0.00092000036732252692 -0.00048940933790670652 -0.0011534135472933628 -0.00018375233845528967 0.00085824489275318147 0.0010971921891803332 -0.00099172170338168871 -0.0014285030786857157 0.0011428938986965832 -0.00096957189732431611 0.0013971581114849371 -0.00072865268091272203 0.0014288438038252188 0.0014288217057964766 -0.00098566226746227151 0.00058740408167089588 -0.0011686984345170115 0.00054593324401148687 0.00043333122960051976 0.0011628540430792564 -0.0012431032354884184 -0.00086127990108542584 -0.00067453294518321559
leaf_weight=0.0018987273168722387 0.0032197209158351106 0.0011007452057754099 0.0074902785464541202 0.0063496872716122255 0.0074233544144066679 0.0058181165487725109 0.0022290570287566433 0.0016189218697073562 0.0013171887783585134 0.0034961326319022925 0.0014163318940632053 0.0013932575175195075 0.0010684335370569889 0.0052866216653608645 0.0017254306763234686 0.0058613572649264256 0.0016004703913310445 0.0016625480919856281 0.0019280107097756636 0.0021388259338159799 0.0022049747843766463 0.001080841820794376 0.0016190164284353168 0.0013340934833472292 0.0053346277518993004 0.0053835240580610861 0.0014373320154561541 0.0025784147918281866 0.0030890859123360315 0.0021854394208506989
leaf_count=121 143 28 172 171 866 256 22 84 9 779 27 47 11 263 30 132 31 48 23 98 25 8 63 33 154 43 41 61 36 85
internal_value=0 -4.91756e-05 -6.71452e-05 -3.27883e-05 -0.000104645 -0.000206785 -0.00028293 0.000220101 0.000334849 -0.000408706 0.000674124 -0.000338158 -0.000385097 -0.000247739 -0.000300919 0.000884711 0.000221768 0.000407379 0.000249403 0.000471551 -9.53344e-06 0.000236745 0.000492892 -0.000205931 -0.000224005 -0.000399686 -0.000149063 -0.000319695 -3.86798e-05 0.000191248
internal_weight=0 0.0903918 0.0892911 0.0860714 0.0739923 0.0562882 0.0504701 0.0177041 0.0160852 0.0404017 0.00859488 0.0369055 0.0355123 0.0280889 0.0270205 0.00727769 0.0100685 0.0120791 0.0104165 0.00848851 0.0078394 0.00623893 0.00515808 0.00295311 0.025295 0.017775 0.0124884 0.011051 0.00847261 0.00752007
internal_count=3910 3789 3761 3618 3278 2854 2598 424 340 2416 168 1637 1590 724 713 159 182 340 292 269 160 129 121 96 683 444 181 140 79 239
is_linear=0
shrinkage=0.00142833


Tree=921
num_leaves=31
num_cat=0
split_feature=1213 158 9 52 133 1 48 47 0 0 42 49 151 130 484 43 4 131 13 15 47 45 48 50 130 1 42 52 52 133
split_gain=0.00133086 0.00126878 0.0016289 0.00125074 0.00144604 0.00128739 0.00163087 0.00158097 0.0021975 0.00141177 0.00139348 0.00142227 0.00223431 0.00157761 0.00164631 0.00136734 0.0025916 0.00187528 0.00154274 0.0023818 0.00132255 0.00134156 0.00146664 0.00172673 0.00128036 0.00131555 0.00124931 0.00116993 0.000952107 0.000921055
threshold=-0.082704999999999987 0.11136500000000001 -0.016839999999999997 -0.51745999999999992 -0.26719999999999994 0.10786000000000001 -0.086624999999999994 0.087850000000000025 -0.035699999999999989 -0.017269999999999997 -0.09602999999999999 -0.085974999999999982 0.14975000000000002 -0.088449999999999987 -0.08231999999999999 -0.17307499999999998 -0.51381999999999983 0.089145000000000016 -0.10023999999999998 0.090505000000000016 0.13252500000000003 0.093765000000000015 0.12862000000000004 0.11515000000000002 -0.08075499999999998 0.09832500000000001 -0.11145999999999999 0.12897500000000003 -0.108275 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 -2 -4 -5 7 -7 10 -9 20 28 12 -12 -13 -15 -16 -17 18 -18 24 21 22 23 26 -20 29 -8 -22 -6 -26
right_child=1 -3 3 4 5 6 9 8 -10 -11 11 13 -14 14 15 16 17 -19 19 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011076541954656227 0.0012942669758419019 -0.0011790887653697656 -0.00098405068948568164 -0.0010909016632541285 0.00022987861725590983 -0.001076813658874334 -0.00039743271852888366 -0.0010463457305935557 0.00083583622652838693 0.001259384766863313 -0.00083888323101177754 -0.001265110601233664 0.00095427408297602044 -0.001110735601026354 0.00076631123863475843 -0.0012940983108832003 0.00075801126898183047 -0.0012091396765149705 0.0011185050421836347 -0.0012937951360621734 -0.0010682326358324929 -0.00093260720771855472 -0.00027592729216411829 -0.00077355082322312532 9.934150667485608e-05 0.0008443356089195852 0.00086866143451646118 0.0002875712585763805 -0.0012553301128881964 -0.00075295524339381392
leaf_weight=0.0018740937988193087 0.0016245097464571137 0.0015264967224113404 0.0021658238086077466 0.0019607884741272832 0.0010361232391433717 0.0014563256699773311 0.0014443132831729573 0.0052100127007066455 0.0012964810141795615 0.0024791496029727958 0.0059571190893983319 0.0013492482067718461 0.0014450493368016737 0.0016735596916799258 0.0061283560129545825 0.0020835642106788862 0.0077110894022993639 0.0015584077283747879 0.0023533572464202726 0.0018922081648344849 0.0022288478525638302 0.0012483077939577916 0.0037829697937468145 0.0013663657629763284 0.022876109909552703 0.0037206783471646068 0.01345860329655935 0.0020401541822252511 0.0023855845060731786 0.0023390294043728046
leaf_count=355 118 134 274 212 39 16 10 195 23 100 115 67 9 183 54 20 77 201 16 288 28 14 43 31 534 83 298 16 141 216
internal_value=0 -8.0406e-06 8.78037e-06 -1.1175e-05 9.38547e-06 3.0848e-05 0.000257982 -6.35195e-05 -0.000671303 0.000327286 -2.21783e-06 4.27818e-05 -0.000488824 0.000116079 0.000151687 0.000193389 0.00011455 0.000183688 0.000236769 0.000115636 0.000236913 0.000368629 0.000449634 0.000618343 0.000200872 0.00012624 0.000745958 -0.000420295 -0.000805596 2.028e-05
internal_weight=0 0.107799 0.106272 0.104648 0.102482 0.100521 0.029505 0.071016 0.00650649 0.0280487 0.0645095 0.0610878 0.00740217 0.0536856 0.0523364 0.0506628 0.0445344 0.0424509 0.0408925 0.0331814 0.0255696 0.0213006 0.0200523 0.0162693 0.0312892 0.0289358 0.0149029 0.004269 0.00342171 0.0252151
internal_count=3910 3555 3421 3303 3029 2817 556 2261 218 540 2043 1863 124 1739 1672 1489 1435 1415 1214 1137 440 396 382 339 849 833 308 44 180 750
is_linear=0
shrinkage=0.00129368


Tree=922
num_leaves=31
num_cat=0
split_feature=9 1348 14 157 484 1 1213 156 16 457 151 15 39 124 42 123 158 1374 1211 16 15 13 52 43 3 0 0 13 151 457
split_gain=0.00140522 0.00137995 0.00152541 0.00142233 0.00176055 0.00165854 0.00143789 0.00132619 0.00122948 0.00112588 0.00115885 0.00136928 0.00127042 0.00109409 0.00149859 0.0014005 0.00180748 0.00112562 0.00108551 0.00106931 0.00101096 0.00160748 0.00161881 0.00127884 0.00130461 0.00159878 0.00191001 0.00120604 0.0011275 0.000965015
threshold=-0.016839999999999997 0.094400000000000012 0.077685000000000018 -0.077534999999999979 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.11896500000000002 -0.063614999999999991 0.53894500000000012 -0.52174999999999983 -0.26361999999999991 -1.0000000180025095e-35 0.51367000000000018 -0.26552999999999999 1.0000000180025095e-35 0.085745000000000002 0.089520000000000016 0.082530000000000006 0.099280000000000021 -0.19153499999999998 -0.094679999999999986 0.11262000000000001 0.098320000000000005 -0.12008499999999998 -0.10575999999999998 -0.089879999999999974 0.18622000000000002 -0.082314999999999985 -0.0015249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 9 -5 10 -8 -12 -13 14 -14 16 17 18 20 -7 -16 22 28 24 27 29 -27 -23 -22 -26
right_child=1 -3 -4 4 6 19 7 -9 -10 -11 11 12 13 -15 15 -17 -18 -19 -20 -21 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0010015104531076653 -0.00063540032016332353 0.0012072429955205545 -0.00097349746233856308 -6.3824643666775306e-05 -0.00093900403493259838 0.0008304332838869349 -0.001121351570083446 -0.0011816003937703407 -0.0011594793416696888 -0.0011796789943058336 0.00076906189519021257 -0.0006641825528628778 -0.0012194244585926415 0.0010454529418366259 -0.00080791733492252657 0.00064090011603897652 -0.0011808620814682763 -0.001108616607921453 -0.0011843512698222088 -0.00032164810086164278 -0.00029263976046342381 0.00086579391923008518 -0.00062027232986854898 -0.00089086696690644893 -0.00039370397698116179 -0.0011147580475342621 -0.00010361438517557094 -0.0002491641737169054 0.00081599194618599291 0.00044368084872758605
leaf_weight=0.0019157666329929759 0.0019051445187612268 0.0012771956399717501 0.0026909751901378334 0.0025674664058312757 0.0025929618969771076 0.006775077795936113 0.0012961610443085183 0.0014270979220825089 0.0037379569683650962 0.001176478266643243 0.003656763539748197 0.0039901176588585932 0.0014198862645571344 0.0015816387758604824 0.0018510739529435929 0.0054078249676550163 0.0018870226110267998 0.0012604906908748595 0.0010302400141299897 0.0014542419241365678 0.0015919339433594368 0.0047752432055822988 0.001701593616729725 0.002297465747126636 0.002545493371599151 0.0033200696725117313 0.0169498178106871 0.0020653462548807511 0.009492577713274386 0.010405909348307301
leaf_count=121 229 28 123 152 538 110 35 88 342 14 183 54 14 5 60 130 104 37 118 90 27 70 27 111 22 108 755 26 104 85
internal_value=0 -5.21118e-05 -6.77499e-05 -4.34161e-05 -9.21558e-05 0.000389558 -4.53722e-05 -1.68113e-05 -0.000713346 4.04441e-06 2.17788e-05 4.0964e-05 4.77607e-06 4.3136e-05 1.98234e-05 4.62508e-05 -6.31639e-06 3.10676e-05 5.58245e-05 0.000626844 7.82413e-05 0.000107987 0.000486822 -6.36359e-06 4.43608e-05 -5.54641e-05 -0.000269233 0.00052916 0.000656773 0.0002791
internal_weight=0 0.104131 0.102854 0.100163 0.0900286 0.0101345 0.0837232 0.0811302 0.00630542 0.0797031 0.0785267 0.0772305 0.0735737 0.0695836 0.068002 0.0665821 0.0611743 0.0592873 0.0580268 0.00822932 0.0569965 0.0551455 0.0127861 0.0423593 0.0400619 0.0332213 0.0202699 0.00684059 0.0110845 0.0129514
internal_count=3910 3789 3761 3638 3209 429 2715 2177 494 2089 2075 2040 1857 1803 1798 1784 1654 1550 1513 200 1395 1335 158 1177 1066 970 863 96 131 107
is_linear=0
shrinkage=0.00121906


Tree=923
num_leaves=31
num_cat=0
split_feature=453 4 11 14 48 484 3 150 160 50 403 403 156 39 40 12 3 133 3 0 0 43 3 0 12 13 13 1375 457 15
split_gain=0.000472937 0.000490391 0.000725979 0.000567059 0.00054548 0.00045835 0.000715773 0.000422145 0.000654277 0.000542918 0.00082766 0.000593374 0.000472561 0.000559068 0.000559248 0.000540707 0.000700473 0.000945267 0.000765309 0.0004413 0.000622381 0.000746951 0.000626081 0.000552295 0.000495684 0.00106376 0.000460933 0.000408478 0.000674923 0.00070194
threshold=0.091855000000000006 0.28937500000000005 0.08184000000000001 -0.46879999999999994 0.11379500000000002 -0.0043499999999999988 0.096385000000000012 -0.099594999999999975 -0.217635 0.10030500000000002 0.088825000000000015 0.03138500000000001 0.091280000000000014 -1.0000000180025095e-35 -0.074429999999999982 -0.095029999999999989 0.15165000000000003 0.098810000000000023 -0.15464999999999998 -0.10071499999999999 -0.070894999999999986 -0.083899999999999988 -0.115685 -0.053834999999999994 -1.0000000180025095e-35 -0.087159999999999987 -0.083514999999999992 -0.43271999999999994 -0.0015249999999999997 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 -5 6 -1 -7 -9 10 11 12 13 -10 -15 -16 17 18 -17 27 21 26 -22 -24 -25 -26 -21 -20 -29 -30
right_child=-2 3 -4 4 -6 7 -8 8 9 -11 -12 -13 -14 14 15 16 -18 -19 19 20 22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-0.0041734750305409633 -0.0031287418434922738 -0.0013952354647440732 -0.0032381834534820297 0.0032751374668073272 -0.00011017175936987778 0.0024848124119852995 0.00091273294425005941 -0.0026727011461582934 -0.0025223525653149414 0.0026078982726089597 -0.0033645509389780511 0.0025609384774590051 -0.002328723876945887 0.0024661099384459466 -0.0029353196354802253 0.003369405874035866 0.0030945659167342463 -0.0036859119040944409 -0.0014090627573226464 0.0020376465886871322 0.0032219906009390482 -0.0037920246134499802 0.0016532559632521054 0.0013767244023478852 0.00074300695882057756 -0.0045542244555717816 -0.0021669528996458485 -0.0021506984934631119 0.0025071886844048293 -0.00044934000485338544
leaf_weight=0.0013364246251282843 0.001008516919609014 0.0012582443776398833 0.0015118801519320426 0.0027927425085094706 0.0015265466115934601 0.0014613165049581758 0.0010054192251622851 0.0018227242213520447 0.0015748309525491768 0.0017361058547020738 0.0014545526955518353 0.0019825002322604304 0.0017188304376882782 0.0022099312820849084 0.0011762506540140541 0.0015176157355653993 0.001648813227170364 0.0013432950386931255 0.0016016774316085511 0.0010982516162014733 0.0012112801676948948 0.00222068411261854 0.0019469640841625058 0.0010899246013309494 0.001423699131464673 0.0017553998729554071 0.001064955307079174 0.0011590411110091745 0.0052875466384700717 0.0024308245897586289
leaf_count=538 46 55 160 311 41 28 41 344 35 137 241 101 174 143 51 30 45 308 14 73 13 563 78 15 10 72 99 26 81 37
internal_value=0 2.01301e-05 -0.000135155 0.001295 0.00207868 -2.92034e-05 -0.00198982 8.02814e-05 -6.53067e-06 0.000119196 2.15826e-06 0.00014025 -3.09047e-06 0.000122767 0.000260765 8.65577e-05 0.000219188 3.06892e-05 0.000240388 2.73515e-05 -0.000576178 -0.00193681 0.000226924 -0.000356711 -0.00127339 -0.00218196 -3.22943e-05 0.000707599 0.00108949 0.00157606
internal_weight=0 0.0513683 0.0457907 0.00557753 0.00431929 0.0442789 0.00234184 0.041937 0.0404757 0.038653 0.0369169 0.0354623 0.0334798 0.031761 0.0301862 0.0279762 0.0268 0.0251512 0.0238079 0.0222902 0.0118112 0.00438389 0.00742727 0.00621599 0.00426902 0.0031791 0.00216321 0.0104791 0.00887741 0.00771837
internal_count=3910 3864 3457 407 352 3297 579 2718 2690 2346 2209 1968 1867 1693 1658 1515 1464 1419 1111 1081 923 735 188 175 97 82 172 158 144 118
is_linear=0
shrinkage=0.00455379


Tree=924
num_leaves=31
num_cat=0
split_feature=51 1 44 3 47 1 48 457 2 484 3 49 15 52 2 3 52 49 3 133 43 43 39 3 12 3 0 4 3 52
split_gain=0.000380727 0.000584085 0.000621285 0.000561212 0.000644782 0.000509424 0.000600202 0.000632212 0.000790969 0.000456335 0.000459799 0.000484429 0.000472139 0.000544774 0.000535604 0.000429192 0.000416327 0.000662866 0.000570447 0.000699579 0.000596344 0.000571368 0.000543616 0.000474568 0.000436873 0.000679259 0.000403541 0.000322445 0.000565211 0.000642001
threshold=-0.40274499999999996 0.14000500000000002 0.085085000000000008 0.30601500000000009 0.11896000000000002 0.10113500000000002 0.12862000000000004 0.048350000000000011 0.11635500000000001 -0.0043499999999999988 -0.115685 -0.10837499999999999 -0.016339999999999997 -0.088779999999999984 0.088405000000000025 0.090325000000000003 0.11401500000000002 1.0000000180025095e-35 -0.078884999999999997 0.083815000000000014 -0.091614999999999988 0.0016850000000000001 0.084835000000000008 0.10420500000000001 0.088375000000000023 -0.016619999999999996 -0.11287999999999999 0.05309500000000001 0.084925000000000014 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 -2 12 -12 -11 -14 -15 26 17 18 19 21 -20 -13 23 24 25 -22 -7 28 -27 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 11 16 13 14 -16 -17 -18 -19 20 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0017877779985813389 -0.0029620744759730842 0.0020958819663886873 -0.0029011940001734426 0.0029622423208441185 -0.0027637682931194985 0.0024023885648776343 -0.001675584447868538 0.0038096457729869383 0.0029993413643871042 0.0032300056448786489 -0.0024827540132976544 -0.0032108731321157853 0.0028041550563039728 -0.0030282438428080147 0.00045138298234787439 -0.001561228624328555 -0.0025553348389928537 -0.0023537064850292543 0.0033108920753930765 0.00099544504226842202 0.0035004840965490581 0.00049138382348799423 -0.0023505224933172784 0.0023294453401476833 -0.002169443892922702 -0.0030760241583049955 -5.454006444245806e-05 0.0019910129254289886 -0.0010797511199518118 0.0025023975305827253
leaf_weight=0.0020244258261818962 0.001017455540499034 0.0022377248287124276 0.0012747007266966639 0.0010755885354036812 0.0014439766416485247 0.0016376381602754026 0.0015158204220568914 0.0012862927710433078 0.0020359926573831899 0.0011442666918632938 0.0017911377961432598 0.0023913948170137698 0.0011525108568104514 0.0010004536801098063 0.00303667964703358 0.0019554843447622261 0.0012534108536825786 0.0020065706404183694 0.0012626057844045144 0.0019314305680120381 0.0011191098015714829 0.0010080578898551407 0.0011615710512096209 0.0021898120231753646 0.0011670277014141917 0.0010955812911248759 0.003721683015964759 0.0011080508818110957 0.0021954887173194493 0.0013899757486797171
leaf_count=145 476 157 46 79 84 45 29 97 134 48 63 515 40 56 50 33 335 352 18 271 15 169 47 30 174 39 279 20 50 14
internal_value=0 3.77514e-05 -6.15704e-05 1.86971e-05 -5.32266e-05 3.87032e-05 0.000752526 0.00109854 0.0007256 -0.000246447 -0.000152483 -0.000422721 0.000831855 0.000303086 -0.000410913 9.27303e-05 -0.000249328 -0.000105002 0.000145395 -0.000986795 0.000621041 -0.00211302 0.000323821 0.000626444 0.00016463 0.000558933 0.000696219 -9.70798e-06 -0.000483299 0.000308939
internal_weight=0 0.0486075 0.0463698 0.0450951 0.0440195 0.0425755 0.0121529 0.0106371 0.0093508 0.0304226 0.0294051 0.0230712 0.00633391 0.00518964 0.00403713 0.00731481 0.0212801 0.0200267 0.0180201 0.00533088 0.0126892 0.00339945 0.0114266 0.010265 0.00807523 0.00690821 0.00535932 0.0057891 0.00468105 0.00358546
internal_count=3910 3765 3608 3562 3483 3399 617 588 491 2782 2306 2112 194 146 106 357 2049 1714 1362 955 407 684 389 342 312 138 324 123 103 64
is_linear=0
shrinkage=0.00412451


Tree=925
num_leaves=31
num_cat=0
split_feature=9 1348 14 484 150 457 1213 52 1373 52 52 1429 51 133 133 42 39 52 1213 454 160 0 2 146 160 151 403 49 4 1
split_gain=0.00159331 0.00135247 0.00149559 0.00131206 0.00198384 0.00125697 0.00127487 0.00133484 0.00130029 0.00152518 0.00186532 0.00141802 0.00126922 0.00120303 0.00139283 0.00152632 0.00141529 0.00136647 0.00121643 0.00124612 0.00120489 0.0011905 0.00117428 0.00142878 0.00127171 0.00242234 0.00182784 0.00136763 0.00138906 0.00113104
threshold=-0.016839999999999997 0.094400000000000012 0.078275000000000025 -0.0043499999999999988 0.094545000000000018 0.53894500000000012 -1.0000000180025095e-35 -0.51745999999999992 0.11103 -0.048794999999999991 -0.072349999999999984 -1.0000000180025095e-35 -0.095859999999999987 -0.26719999999999994 -0.17468499999999998 -0.10770999999999999 0.084535000000000013 -0.0066199999999999991 1.0000000180025095e-35 -0.078809999999999977 0.091575000000000017 0.076335000000000014 -1.0000000180025095e-35 0.10020500000000002 -0.092169999999999988 -0.0099899999999999971 0.087440000000000004 0.24887500000000004 -0.51381999999999983 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 12 -8 9 10 11 -9 -5 -11 -15 -16 17 -17 19 -19 22 29 -21 24 25 -24 27 28 -26 -13
right_child=1 -3 -4 5 -6 -7 7 8 -10 13 -12 21 -14 14 15 16 -18 18 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0011683748132770835 -0.0010146749630366703 0.00134777288958498 -0.0010982250428428634 0.00058138723549210341 0.00095071912022270759 -0.0013408813534649486 -0.0010620385660607507 -0.0012198329865435616 -0.0013062392181527689 -0.0013730402135650858 0.0012923500322690052 -0.00022771867822270048 -0.0011589287864011272 0.001113502857393591 -0.0011920437505665486 -0.0010174191377528763 0.00070907646810583513 -0.0013731207199064877 -0.0011272417111170877 -0.00055925166909993591 -0.0011927476242441792 0.0012453718492827944 0.0013007122348899711 -0.0013273937628081006 -0.0005578491661629093 -0.00097419150773793688 -0.001094081232424425 -0.00091679679126062614 0.00058649343917534637 0.00042971336658812381
leaf_weight=0.0020313551326056603 0.0052270000740803893 0.0012721119021108498 0.0026314214785578818 0.0010508185413957705 0.0011879604405322652 0.0013172342114557969 0.0020081470190458353 0.0012269104212379025 0.0012748466454937093 0.0012448408081304754 0.0034794731447433938 0.0076831132738188748 0.0031801262774826524 0.0020104571017895969 0.0021200543868764568 0.0027353749248959494 0.0047695168947328162 0.0011628934258567361 0.0017878645338753598 0.0043893875175484631 0.0013818800737084294 0.0022434402074509299 0.0011688388963797536 0.0011282479827059424 0.0021740257807323178 0.0035972177297405308 0.0015715111066469936 0.0013592438048135582 0.024864596344649239 0.013774397287598106
leaf_count=121 561 28 117 24 21 14 232 40 19 148 85 190 528 30 75 129 128 15 236 85 47 28 27 10 11 255 45 22 402 237
internal_value=0 -5.91881e-05 -7.64392e-05 -4.98493e-05 -0.000650712 -9.14894e-06 9.63525e-06 4.45781e-05 7.00778e-05 9.05101e-05 0.000350735 0.000219303 -0.000726695 -3.81277e-05 -8.57019e-06 -5.01834e-05 -3.71042e-06 -7.55526e-05 -1.77682e-05 2.85797e-05 6.77301e-05 0.000293801 0.000111002 0.000193035 0.00024242 -0.000416289 0.000347175 0.000426933 0.000494483 0.000194312
internal_weight=0 0.105023 0.103751 0.101119 0.00641496 0.0947045 0.0933872 0.0891563 0.0871481 0.0858733 0.0284073 0.0249279 0.00423094 0.057466 0.0562211 0.0542107 0.0520906 0.0473211 0.0445857 0.0427978 0.0416349 0.023701 0.0402531 0.0358637 0.0347354 0.00476606 0.0299694 0.0283979 0.0270386 0.0214575
internal_count=3910 3789 3761 3644 582 3062 3048 2496 2264 2245 580 495 552 1665 1517 1487 1412 1284 1155 919 904 455 857 772 762 282 480 435 413 427
is_linear=0
shrinkage=0.00137286


Tree=926
num_leaves=31
num_cat=0
split_feature=9 2 1446 123 151 124 13 52 484 132 133 42 3 4 403 123 1373 0 0 16 13 1 15 15 47 47 484 52 51 160
split_gain=0.00190141 0.0016508 0.00154194 0.00158806 0.0014265 0.0014302 0.00149527 0.0015638 0.00136221 0.00127755 0.00157548 0.00136677 0.00127182 0.00183041 0.001157 0.00114461 0.00108752 0.00128975 0.00116789 0.00171958 0.00191612 0.00165013 0.00148195 0.00149969 0.00123934 0.00114165 0.00110837 0.000985522 0.00111958 0.00120982
threshold=-0.016839999999999997 0.097940000000000013 0.091660000000000005 1.0000000180025095e-35 -0.40391999999999995 -1.0000000180025095e-35 -0.091849999999999987 0.11588000000000002 -0.079734999999999986 0.084925000000000014 1.0000000180025095e-35 -0.034284999999999989 -0.5217799999999998 -0.23071499999999998 -0.092224999999999988 0.097335000000000019 0.11103 -0.23029999999999998 -0.069794999999999982 0.070590000000000014 0.043015000000000005 0.12577000000000002 -0.11739999999999999 -0.106555 0.10323000000000002 0.086425000000000016 0.087495000000000017 -0.15422999999999998 -0.09021499999999999 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 7 -7 -2 10 11 -8 -13 -14 -10 16 17 -16 21 -20 24 22 -19 -24 -21 26 27 -25 -29 -30
right_child=1 2 -4 -5 5 6 9 -9 14 -11 -12 12 13 -15 15 -17 -18 18 19 20 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.001114471497819357 -0.0012435925939749521 -0.0011305095968053966 -0.0012381541588389658 0.0008109976532015156 -0.00087602826667886296 0.00080465008257800939 -0.00124142569921444 -0.00058048302562398429 -0.0011929482272199155 0.00072831659884851311 -0.0012059611151519171 0.0012442129121465681 -0.00087120757219687043 0.00019402823976080385 0.00051519970751859041 -0.0012428085631140111 -0.0012438099986437771 -0.0011287374432577364 0.00064395514422750948 -0.0012215999678602996 0.00042774918712582612 0.0012436908944851476 0.00080982947444344132 -0.0012435980977933568 -3.3773740919810724e-05 -0.0010637043334674389 -0.0012435513905608719 0.00081602814513216887 -0.0012435401909591773 -9.4893863154234815e-05
leaf_weight=0.0021982884778646286 0.0018245138344399328 0.0014496890226212136 0.0012421782457057154 0.0052103040757138777 0.0020750768206454486 0.0083845922960250618 0.0012565236012509464 0.0014831511794142225 0.0016100338732574207 0.0034435016162248635 0.0017853662395861383 0.0013863871196946242 0.003028358057560957 0.014136653187243567 0.0052435028097761382 0.0013817889536795738 0.0012517573305359511 0.0031079181521684865 0.0064031338757431075 0.0029512963504902956 0.004394633030415207 0.0010900054514593185 0.0020130591053728599 0.0012180999360173984 0.0025158265551112891 0.0027401196089655846 0.0015352461104702888 0.001908416850177729 0.0015295431008945917 0.019398284387968975
leaf_count=121 326 29 57 174 31 139 82 39 351 89 187 12 124 207 46 15 14 120 114 79 27 18 19 69 39 109 146 33 235 859
internal_value=0 -5.37839e-05 0.000127916 0.0001668 7.94588e-05 0.000126892 0.000186516 0.00059646 -0.000185068 2.49448e-05 -8.72225e-05 1.36138e-05 9.86202e-05 6.09271e-06 -0.000153036 -0.000124505 -9.75372e-05 -7.19372e-05 -0.000132534 0.0001422 -0.000183585 -0.000261903 -0.000310964 -0.000227202 -0.000674993 -0.000300891 -0.00021921 -0.000153832 -9.57033e-05 -0.000178844
internal_weight=0 0.106999 0.0448818 0.0436396 0.0384293 0.0369796 0.0349045 0.00986774 0.0621172 0.0250368 0.0215933 0.0198079 0.0185514 0.017165 0.0602927 0.0586826 0.0573008 0.0560491 0.0508056 0.0162649 0.00986176 0.0345407 0.0334507 0.0303428 0.00546712 0.0283297 0.0255896 0.0240543 0.0228362 0.0209278
internal_count=3910 3789 1170 1113 939 910 879 178 2619 701 612 425 343 331 2293 1942 1927 1913 1867 259 145 1608 1590 1470 118 1451 1342 1196 1127 1094
is_linear=0
shrinkage=0.00124344


Tree=927
num_leaves=31
num_cat=0
split_feature=1 0 1446 39 375 52 1373 47 50 48 4 4 15 42 48 133 2 1 43 1 16 4 52 42 52 0 2 51 3 46
split_gain=0.00169065 0.0020035 0.00164432 0.00154001 0.00170393 0.00145329 0.00142004 0.0014568 0.00189797 0.00219439 0.00249648 0.00254034 0.0033778 0.0019004 0.0015881 0.00135987 0.00170066 0.00152558 0.00128691 0.00142526 0.00136192 0.00122968 0.0026225 0.0016984 0.00146268 0.00135852 0.0018387 0.00118936 0.00104422 0.000980994
threshold=0.087545000000000026 -0.070894999999999986 0.091520000000000018 0.005105000000000001 -0.40343999999999997 -0.42985499999999993 0.09586500000000002 0.09252500000000001 0.10625000000000001 0.12862000000000004 0.0051950000000000008 -0.0010999999999999996 0.090505000000000016 -0.097204999999999986 0.087945000000000009 -0.090054999999999982 0.085255000000000011 0.079945000000000016 -0.074254999999999988 0.13702500000000004 -0.54165499999999989 -0.49837999999999999 0.10433000000000002 0.09901500000000002 0.11401500000000002 0.047345000000000005 0.10137500000000001 -0.07742499999999998 -0.089974999999999986 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 15 3 5 -5 -2 7 8 9 10 11 12 14 -12 -7 -1 17 28 -9 20 -20 22 -3 24 25 26 -23 -15 -17 -6
right_child=2 21 -4 4 29 6 -8 18 -10 -11 13 -13 -14 27 -16 16 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011042562971951421 -0.0011041866392959214 -0.0011044792464117302 -0.0010964778843599715 -0.00083543989659468228 0.0007082975267975512 0.00060192625513642384 -0.0011043404049308021 0.00020230151941442944 -0.00080037513731252342 -0.00058618272627995922 -0.00071894436803161344 -0.00085707182047245868 -0.0011043009068741785 2.3189983635543938e-05 -0.00059758659445626795 -0.00043463227045736972 -0.00046386261865463251 -0.00074652502103759143 0.00029683613999927501 0.00053224347883593006 -0.00095249328140514474 0.00037624353362056382 0.00033049452494665832 -0.0011043917177799814 -0.00071923149047247326 0.00081282999483532669 -0.0011042289834818386 0.00082949712061792581 0.00067448212504080606 -0.00043922558071827334
leaf_weight=0.0027479232964933145 0.0013345768307075892 0.0029175113550934375 0.0014056808721223382 0.0011066037336604504 0.0098707706213136959 0.010549238664083301 0.0012450280229074897 0.0051434357810862261 0.002231451414488105 0.0035129456288132124 0.0012222344098944396 0.0032226469797933576 0.0019874947477287455 0.002633834046847027 0.0015423334610318315 0.0013400912488545913 0.019254825382906127 0.0017729117067961653 0.0013207533293098104 0.0013514623146875238 0.0054671010897777697 0.0056535816658396243 0.0033189918206772973 0.0010718642754579113 0.0014479434927245913 0.0064638331850801478 0.001248594115217827 0.014556435261498635 0.0045437262590830576 0.0010002593542139957
leaf_count=353 162 66 54 8 343 197 22 63 117 22 11 59 147 18 29 103 1093 91 10 20 94 36 19 112 40 37 114 230 228 12
internal_value=0 -0.000176809 8.57835e-05 0.000109765 0.000469843 3.45241e-05 6.16681e-05 8.81876e-05 0.000190142 0.000246488 0.000328391 2.72432e-05 0.00022966 0.000611372 0.000448923 -0.00036438 -0.000288831 0.00015133 -0.000230035 -0.000503239 -0.000709404 7.46667e-05 -0.000340804 0.000237773 0.000334886 0.000449078 0.000108428 0.000705958 0.000421872 0.000602712
internal_weight=0 0.0517818 0.0707043 0.0692986 0.0119776 0.057321 0.0559864 0.0547414 0.0414586 0.0392272 0.0357142 0.0173017 0.0140791 0.0184125 0.0120916 0.0296595 0.0269116 0.00765673 0.0132828 0.00813932 0.00678785 0.0221223 0.0062365 0.0158858 0.014814 0.013366 0.00690218 0.0171903 0.00588382 0.010871
internal_count=3910 2292 1618 1564 363 1201 1039 1017 830 713 691 432 373 259 226 1868 1515 422 187 124 104 424 85 339 227 187 150 248 331 355
is_linear=0
shrinkage=0.00110414


Tree=928
num_leaves=31
num_cat=0
split_feature=1348 14 9 4 484 150 401 124 3 375 124 1365 133 52 39 52 49 48 13 48 403 1374 0 3 43 474 2 403 2 48
split_gain=0.00222209 0.00245839 0.00221019 0.00220291 0.00208258 0.00278401 0.00175106 0.00161642 0.00327708 0.00168254 0.00233067 0.0022576 0.0018232 0.00229316 0.00167206 0.00190902 0.00498992 0.00264419 0.00230407 0.0029822 0.00211815 0.00223294 0.00279539 0.00202868 0.00269363 0.00239436 0.00202517 0.00209312 0.00182514 0.00199962
threshold=0.093505000000000019 0.078275000000000025 -0.016839999999999997 0.51224500000000017 -0.0043499999999999988 0.094545000000000018 0.10072000000000002 -0.43954999999999994 0.30601500000000009 0.087245000000000017 -0.085379999999999984 1.0000000180025095e-35 -0.26719999999999994 -0.51745999999999992 0.13419 0.11401500000000002 0.082865000000000008 0.12862000000000004 -0.091849999999999987 0.093225000000000016 -0.088854999999999976 -0.094679999999999986 -0.23029999999999998 -0.016619999999999996 0.098320000000000005 0.084655000000000022 0.106035 0.088825000000000015 0.097940000000000013 0.096390000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 10 -9 12 -12 -14 15 17 -17 18 28 20 -20 -22 -23 24 26 -25 27 -24 29 -15
right_child=-2 -3 3 -5 6 -7 -8 8 -10 -11 11 -13 13 14 -16 16 -18 -19 19 -21 21 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013736037883017849 0.0012014988419117019 -0.0011040155384933034 -0.0011438936032909042 0.0012466622500029452 -0.001310763620355307 0.0009648547302523973 -0.0013217029288635732 0.00095571379475771912 0.0013729985379979696 -0.0012265988610319031 -0.0010592918461147377 -0.0013732067429774923 -0.0013729810870408889 0.00048154952764524689 0.00098617733402987817 -0.0011158486665031702 0.00070705876353312246 -0.0010599723987329197 -0.0013680227603046565 0.00079979884104846286 -0.0013733750908735691 0.00093695568273678112 0.00012081850618027281 -0.00077192955700205611 -0.0013733701902012045 0.00064217473596486611 0.00092574875674365667 -0.0013732963143024152 0.0010381053353073647 -0.00086823737463731997
leaf_weight=0.0020622459887444924 0.002646959308805207 0.0041913522780845361 0.0065189357593764541 0.002398733580214695 0.0018026117402314404 0.0014407685469848275 0.0019764795350170053 0.0044888750413747394 0.0031875412318740351 0.002200030793076734 0.0031255154415026345 0.0023886884006678591 0.0022357483373021117 0.0096737196166145623 0.0033521097866469054 0.0083705455277645058 0.0042759749756333685 0.0037602349913186109 0.0023900277875821265 0.0077928106171682989 0.0023134841608793968 0.0054623189766971189 0.028095176279562026 0.012512735733921004 0.002271896906794523 0.0027533043768244178 0.0056071602583358518 0.0018857889844525735 0.0079118226216223775 0.0026312165791750894
leaf_count=119 31 119 556 118 20 20 172 69 89 32 197 43 225 114 34 303 102 29 339 77 48 46 608 114 17 26 103 88 44 8
internal_value=0 -6.74832e-05 -3.74979e-05 -5.78728e-05 -8.01568e-05 -0.000762194 -3.9174e-05 -1.9748e-05 -1.66376e-06 -3.65787e-05 -1.53451e-05 -5.20335e-05 -2.49263e-05 3.60894e-06 3.1321e-05 1.60382e-06 -0.000499497 6.82677e-05 0.000114734 -1.57241e-06 -0.000100241 -5.04885e-05 1.74845e-06 -9.44077e-05 7.59465e-05 -0.000516889 0.000168469 2.68394e-05 0.000523682 0.000192919
internal_weight=0 0.149078 0.144887 0.142824 0.140426 0.0079597 0.132466 0.130489 0.128687 0.125499 0.123299 0.11881 0.116422 0.113296 0.11106 0.107708 0.0126465 0.0950617 0.0913015 0.0710847 0.0632919 0.0609019 0.0585884 0.0531261 0.03786 0.015266 0.0355881 0.029981 0.0202168 0.0123049
internal_count=3910 3879 3760 3641 3523 576 2947 2775 2755 2666 2634 2565 2522 2325 2100 2066 405 1661 1632 1466 1389 1050 1002 956 816 140 799 696 166 122
is_linear=0
shrinkage=0.00137286


Tree=929
num_leaves=31
num_cat=0
split_feature=1348 14 9 157 1213 157 0 4 52 1456 42 376 133 457 160 49 4 15 48 160 457 2 1 133 47 42 50 133 1 457
split_gain=0.0017773 0.00214673 0.00189817 0.00156193 0.00205258 0.00196301 0.00167212 0.00178259 0.00275672 0.00171283 0.0017004 0.00174016 0.00155752 0.00152553 0.00163969 0.00179626 0.00211115 0.00211343 0.00227134 0.00175594 0.00178543 0.0015644 0.00152129 0.00147342 0.00147294 0.00146699 0.00141838 0.00126711 0.00140157 0.00110704
threshold=0.094400000000000012 0.08604500000000001 -0.016839999999999997 -0.07686999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.017269999999999997 -0.49837999999999999 0.10433000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.048695000000000009 -0.26719999999999994 -0.0034949999999999994 -1.0000000180025095e-35 0.27772500000000006 0.25367000000000006 -0.095799999999999982 -1.0000000180025095e-35 0.094340000000000021 0.088550000000000004 0.11500500000000001 1.0000000180025095e-35 0.091545000000000015 0.10976000000000001 -0.088669999999999985 0.11901000000000002 -0.088354999999999989 0.090355000000000005 -0.21845999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 22 -5 -6 9 8 -8 -7 25 12 -12 29 21 16 17 -16 -19 23 -21 -15 -4 -20 -18 27 -23 -11 -29 -14
right_child=-2 -3 3 4 5 6 7 -9 -10 10 11 -13 13 14 15 -17 24 18 19 20 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013465389936150253 0.0013302235474934941 -0.0011897767536997886 -0.00062123419193197338 -0.0011446240953790049 -0.0010892998158369038 -0.0012561520504863516 -0.0013354307600574719 0.00060063077139369361 0.00051709874102562196 0.00082938265892747273 -0.0013461198300084173 0.0013337502741201488 0.00062561251073052927 -0.0012588161586638436 -0.00066765138150414946 -0.0013461269153424587 0.0013279777933213712 -0.0013461637654177318 0.0006125608450566057 -0.0013104864052632247 0.00033085387025913205 0.0012557719764508424 0.0006649994601217765 -0.00056225772673203982 0.00014017977570230321 -0.00123002599487701 -0.00083643750222778008 -0.0013460546391087787 -7.0262494142888472e-05 -0.00085750787153405562
leaf_weight=0.0017927181717451992 0.0016972786991402691 0.0029537990511538928 0.0020406931185212871 0.0033160691877638362 0.0032877051720614494 0.0023417688312323817 0.0025760686492617415 0.013130482866497317 0.0033443400456434347 0.0016566304705296631 0.0015816924412259672 0.0017492408780199744 0.0010985306503528136 0.002984969837448225 0.0056663627097890334 0.001354071915972809 0.0047527798728452808 0.0015549755117376654 0.019202831666810034 0.0021698410032238149 0.0026877787977355183 0.0011739817884475201 0.0090680247219694365 0.0021504893797050775 0.0031412782537358908 0.0038182138431146493 0.0011740046884369804 0.0022882838544813211 0.0049009533207993172 0.0053615331922784995
leaf_count=120 28 71 232 578 212 212 61 182 14 49 50 76 22 261 71 27 115 30 229 63 15 44 213 185 27 400 17 152 43 111
internal_value=0 -5.72703e-05 -2.72325e-05 -4.97086e-05 -0.000103684 -6.74057e-05 -3.08322e-05 0.000324172 -0.000288968 -0.00012372 -8.60871e-05 1.17743e-05 -2.9479e-05 8.75106e-06 9.13704e-05 0.000179292 0.000229273 8.14507e-05 0.000234325 0.000328088 -0.000402313 -0.000612279 0.000428716 0.000494245 0.000855318 -0.000532769 0.000209657 -0.000231806 -0.000476338 -0.000605304
internal_weight=0 0.11432 0.111366 0.109574 0.0984649 0.0951488 0.0918611 0.0190509 0.00592041 0.0728102 0.0704684 0.0578044 0.0560551 0.0544734 0.0480134 0.0426804 0.0413263 0.0334323 0.0277659 0.0262109 0.00485762 0.00533296 0.0111087 0.0213533 0.00789406 0.0126641 0.00234799 0.00884587 0.00718924 0.00646006
internal_count=3910 3882 3811 3691 3246 2668 2456 257 75 2199 1987 1343 1267 1217 1084 762 735 593 522 492 78 322 445 414 142 644 61 244 195 133
is_linear=0
shrinkage=0.00134594


Tree=930
num_leaves=31
num_cat=0
split_feature=9 1348 14 157 475 1 0 15 42 376 160 133 1373 150 4 2 48 158 15 1213 2 15 133 42 16 42 150 12 4 52
split_gain=0.0016749 0.00129122 0.00177599 0.00141236 0.00156545 0.00146869 0.00145407 0.00168995 0.00158898 0.00168231 0.00193097 0.00183689 0.00155034 0.00149983 0.00192744 0.00226122 0.00169816 0.00147712 0.00166265 0.00167335 0.00142222 0.00191227 0.00163667 0.0014117 0.00133214 0.00133034 0.00122654 0.00119795 0.00110339 0.00243671
threshold=-0.016839999999999997 0.094400000000000012 0.078275000000000025 -0.077534999999999979 -1.0000000180025095e-35 1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.048695000000000009 -1.0000000180025095e-35 -0.26719999999999994 0.10355500000000002 -1.0000000180025095e-35 0.25367000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089220000000000008 -0.095799999999999982 -1.0000000180025095e-35 0.11230000000000001 -0.073314999999999991 0.091545000000000015 -0.088669999999999985 0.099280000000000021 0.084745000000000015 -0.23067999999999997 0.092720000000000011 -0.49837999999999999 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 23 10 26 -12 13 -13 15 -15 -17 18 -18 -20 22 -22 -21 -6 -7 -16 -10 -27 29 -9
right_child=1 -3 -4 4 6 24 7 28 9 -11 11 12 -14 14 25 16 17 -19 19 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0010397755070125163 -0.00060497303621956833 0.0012136084369852381 -0.0010207807516417818 -0.00084472063412622742 -0.00026058170767544008 0.0008582190503396758 0.0009781208838553527 -0.0012411112567687595 0.00051008061198807816 0.0012281797322542787 -0.0012436696095447202 -0.00067012232613305252 -0.0012437120732572962 -0.0011778660942397274 0.0010698806252137237 -0.0012436332348036675 -0.00055086267125785025 -0.0011385913760810224 -0.0012434928924428231 0.00061469172555741862 0.0011424329763433689 -0.00083887342402067747 -0.00049764120991355946 -0.0011519507711848481 -0.00037319608747671794 0.00092966552421309176 -0.00090061133857106263 -0.00051782187899462363 0.00030959001418853272 0.00040619940395705557
leaf_weight=0.0021580467327551025 0.0018923790662990223 0.0012054838721127217 0.0030193153263429187 0.0041799420766857045 0.0084965766168583201 0.0066792879949701955 0.0038297313168555993 0.0026776718344621022 0.0011220131855225191 0.0015215020642500568 0.0018033311154601597 0.003880317961719725 0.0014268474446907922 0.0023237640114075466 0.0050944540153530227 0.0014130024031544499 0.0039320904713324644 0.0013206164513643861 0.0010248202237033146 0.019692210569859377 0.0010223819350443364 0.0028603960540962694 0.0022822679407719084 0.0040597196306673142 0.0017050282513295656 0.0015155565758746548 0.0063242372114737924 0.0021214624334788823 0.0095607557079375755 0.0028834115315010678
leaf_count=121 229 28 117 293 375 110 99 34 4 76 53 78 17 50 96 31 68 71 213 187 39 37 174 535 90 37 522 24 89 13
internal_value=0 -6.62762e-05 -8.03453e-05 -5.372e-05 -0.000100449 0.000384476 -6.67028e-05 0.000240286 -0.000146142 -6.28271e-05 -9.60299e-05 -1.07853e-05 3.37607e-05 7.13563e-05 0.000135863 8.3353e-06 9.05003e-05 0.000149164 0.000204353 0.00031482 0.000376582 -0.000317172 0.000499165 -0.00054878 0.000607799 0.000659783 -0.000688046 8.53504e-05 5.34238e-05 -0.000386984
internal_weight=0 0.110871 0.109665 0.106646 0.0963691 0.0102767 0.0921891 0.0189516 0.0732376 0.0606813 0.0591598 0.0517135 0.0499102 0.0484833 0.044603 0.0358716 0.0335478 0.0321348 0.0308142 0.0268821 0.0258573 0.00388278 0.0219745 0.0125563 0.00838432 0.00873147 0.00744625 0.00363702 0.0151218 0.00556108
internal_count=3910 3789 3761 3644 3215 429 2922 235 2687 1777 1701 1175 1122 1105 1027 870 820 789 718 650 437 76 361 910 200 157 526 61 136 47
is_linear=0
shrinkage=0.00124344


Tree=931
num_leaves=31
num_cat=0
split_feature=1348 14 1456 157 157 1213 3 51 133 454 42 123 42 133 160 15 15 12 160 133 457 1375 12 4 13 1 42 42 2 151
split_gain=0.000477788 0.000799654 0.000619567 0.000503217 0.000767093 0.000792407 0.000603172 0.000905318 0.000471786 0.000474167 0.000550418 0.00104106 0.000703194 0.000463385 0.000633758 0.000773013 0.000811561 0.000730017 0.000587669 0.000878215 0.000749907 0.000593434 0.000620732 0.000820652 0.000455764 0.000439654 0.000570738 0.000537114 0.000428671 0.000539062
threshold=0.090050000000000005 0.088250000000000009 -1.0000000180025095e-35 -0.077534999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11476000000000001 -0.09021499999999999 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08363000000000001 -0.082904999999999993 -0.029614999999999995 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 0.051320000000000005 0.091575000000000017 0.094185000000000005 0.088550000000000004 -1.0000000180025095e-35 0.099370000000000014 0.08734500000000002 -0.39373999999999992 0.090355000000000005 -0.089744999999999978 -0.11403999999999999 -0.0050599999999999994 0.0033600000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -4 -7 -10 12 13 25 -12 17 -16 -17 -15 19 21 -20 -18 28 -24 -21 26 -11 -27 -23 -30
right_child=-2 -3 3 4 5 8 -8 -9 9 10 11 -13 -14 14 15 16 18 -19 20 24 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0020614022532841661 0.0021650734956080277 -0.0028655685364031326 0.0021832459753089424 -0.0024085707734016384 -0.0025524151806980526 -0.0020420972994095324 0.0032484226036748661 -0.0010657000572653376 -0.0018367828964275996 -0.0023762248511649494 0.0016877831084970559 0.0032362743707504181 -0.0026805623093778064 -5.6798132715112053e-05 0.003026564660502537 -0.0024657577024312914 -0.0010698994300082233 -0.0032487287740777891 -0.0019090183603561366 0.00035814286932191311 0.00073703171399123969 -7.5490217560010437e-05 -0.0026424990962031409 0.0010690925785523334 -0.0025310426797757555 -0.000301581343106008 0.00049801236133997025 0.0024237839743863863 0.0018865482041105959 -0.00018764566027862836
leaf_weight=0.0015206745153829573 0.0010279224267328848 0.0010631514071226525 0.0016888902339631251 0.0014234231301848413 0.0012339414103315063 0.0010693718113108366 0.0010375358000231927 0.0019596082816049068 0.0012385275947788257 0.0015621044580691468 0.0022658004122888533 0.0013034270205816148 0.0013826184418251888 0.0021641934308860291 0.0010794596828698133 0.0011393633584653095 0.001546990114903223 0.001166172283858069 0.0024898647743190052 0.0010236174443889468 0.0020783852651788948 0.0019222377041723153 0.0010394121374019969 0.0015998015607365801 0.001324918767610205 0.0020821757879971869 0.0013728510454591447 0.001208845113616519 0.0092965960184181705 0.0015455037525384805
leaf_count=362 49 59 70 186 540 194 18 298 68 176 129 212 245 54 75 32 26 270 105 9 32 71 28 22 187 33 53 38 240 29
internal_value=0 -7.36077e-05 -1.62677e-05 4.56279e-05 -5.87508e-05 1.70326e-05 0.00106044 0.000438237 9.09343e-05 0.000145461 0.000205939 0.000387814 -0.000582548 0.000270627 0.000161471 0.000332031 0.000215716 -0.0011745 0.000343723 0.000592002 -0.000705163 0.000850234 0.00104307 -0.000392658 -0.00127178 -0.000116637 -0.00103178 0.000699489 0.00133993 0.00159088
internal_weight=0 0.0528295 0.0517663 0.0502456 0.0455596 0.0441362 0.00468603 0.0036485 0.0429022 0.0418329 0.0405943 0.0329857 0.00760859 0.0316823 0.0294165 0.0260862 0.0250067 0.00333037 0.0238673 0.0192991 0.00456825 0.0169505 0.0154036 0.00263921 0.00234854 0.00622598 0.00293496 0.00329102 0.0127643 0.0108421
internal_count=3910 3861 3802 3440 3054 2868 386 368 2328 2134 2066 1521 545 1309 1180 856 781 324 749 612 137 416 390 50 196 300 229 71 340 269
is_linear=0
shrinkage=0.00325215


Tree=932
num_leaves=31
num_cat=0
split_feature=9 2 123 484 160 2 41 1446 151 374 51 0 45 15 16 41 50 403 123 43 159 12 1 15 16 48 2 4 457 1374
split_gain=0.00147022 0.00142872 0.00155043 0.00128984 0.00125556 0.00118708 0.0012134 0.0011508 0.00121916 0.00123365 0.00111555 0.00118251 0.00117216 0.00129144 0.00109786 0.00103412 0.00102853 0.0010564 0.00109828 0.00116612 0.00127582 0.0010494 0.00127406 0.00122957 0.00207445 0.00141452 0.00127893 0.00124136 0.0010462 0.00121833
threshold=-0.016839999999999997 0.097940000000000013 0.086020000000000013 -0.079734999999999986 0.31473500000000004 -0.10017999999999999 0.078535000000000008 0.091660000000000005 -0.40391999999999995 0.086350000000000024 0.12190000000000002 -0.11524 0.093765000000000015 -0.07052499999999999 -0.053084999999999993 0.081670000000000006 0.10119500000000002 -0.092224999999999988 0.10103000000000001 -0.11046999999999998 0.09141500000000001 0.088590000000000016 0.10113500000000002 -0.0071449999999999994 0.081265000000000018 0.083775000000000002 0.088895000000000016 0.066620000000000026 -0.0015249999999999997 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 16 8 -3 10 12 -12 13 -10 -13 -5 17 -7 19 -19 21 23 -23 25 26 27 -25 -21 -27 -30
right_child=1 2 -4 5 -6 6 -8 -9 9 -11 11 14 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=0.0012665781596963902 -0.0014284787312805523 -0.0012435572413080163 0.0010607964989960688 0.0011100003264224354 0.0012720326184650216 -0.0014283950959879945 -0.0014011746894456705 -0.001428461306724882 0.0007193819802657831 -0.001394355389717575 -0.0014288109436442649 0.0012256813916627157 -0.0012057878760031492 7.5166626819757128e-05 -0.00062725435510457665 -0.00039885022305421059 -0.0014284261379176649 0.00040471298276713438 -0.0014286425495223882 -0.001418554131167952 -0.0014209230915051775 -0.0011076542645890261 -1.693157354579672e-05 0.00022782492827105364 -0.001428711735974954 -0.00087238649590631434 0.0012836746279781862 0.00036200602134830653 -0.00076076184472479054 0.0005635390407613967
leaf_weight=0.0017850283927280932 0.0016586850973503422 0.0013944612013290216 0.0035796530787131067 0.0026853221008060748 0.0017092402211495985 0.0012552075596352621 0.0016855082885776076 0.0010867109649446141 0.010709596825378746 0.0010619705194585541 0.0017003396660584258 0.0010605137760109073 0.0010438767731102408 0.015589519321208563 0.0016949890023028038 0.0014149941086110118 0.0012881624328193722 0.0087333393812185633 0.0012371022836532566 0.0031125023495794891 0.0016053411837821932 0.0042614969770080613 0.0044834330477954154 0.0078185765081921835 0.0012050831509071705 0.0020989085126217341 0.0033403308452761857 0.0010745862673786633 0.0018382703365205097 0.0061879093943058008
leaf_count=121 326 31 146 101 41 312 86 55 342 6 13 21 15 450 50 18 236 154 11 163 118 429 90 360 20 32 28 26 16 93
internal_value=0 -4.14908e-05 0.00016315 -0.000187402 7.64249e-05 -0.000150194 -0.000209387 1.86019e-05 6.45084e-05 0.000120017 0.000170591 -0.000492118 0.000278587 0.000337506 8.58873e-05 0.000589305 -0.000168839 -0.000135212 -0.000100673 -6.47722e-05 -0.000175509 -0.000119064 -0.000548452 2.16967e-05 0.000351622 -0.000263319 0.000543885 -0.000961586 2.54401e-05 0.000260229
internal_weight=0 0.0976156 0.0406309 0.0569848 0.0370512 0.0553261 0.0512258 0.035342 0.0342553 0.0328608 0.0317988 0.00445584 0.027343 0.0262991 0.0027555 0.00410032 0.0495403 0.0482521 0.0469969 0.0457598 0.0370264 0.0354211 0.00874493 0.0266762 0.012364 0.0143122 0.0111589 0.00418709 0.0101251 0.00802618
internal_count=3910 3789 1170 2619 1024 2293 2174 983 928 897 891 84 807 792 71 119 2088 1852 1540 1529 1375 1257 519 738 408 330 388 189 141 109
is_linear=0
shrinkage=0.00142833


Tree=933
num_leaves=31
num_cat=0
split_feature=453 1348 14 1456 1 0 157 475 0 2 51 15 16 131 48 48 16 16 48 133 16 4 51 12 1 42 4 42 0 51
split_gain=0.000426319 0.000457141 0.000673478 0.000553556 0.000446305 0.00111554 0.000665535 0.000659507 0.000573577 0.000652174 0.00085616 0.000829938 0.000729979 0.000724033 0.000720467 0.000585559 0.000489961 0.000512113 0.000478091 0.00046051 0.000457094 0.000439893 0.000434515 0.000429108 0.000439869 0.000412372 0.000632382 0.000821344 0.000620152 0.000343296
threshold=0.091855000000000006 0.087725000000000011 0.08604500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.073574999999999988 -1.0000000180025095e-35 -0.017269999999999997 0.087995000000000004 0.08955500000000001 1.0000000180025095e-35 -0.15168999999999996 0.097135000000000013 0.094275000000000012 0.095825000000000007 -0.50763499999999995 0.0015250000000000001 0.12862000000000004 -0.14775499999999997 -0.27337499999999998 0.0057500000000000008 -0.09021499999999999 0.051320000000000005 0.095575000000000007 -1.0000000180025095e-35 -0.51381999999999983 0.091955000000000023 0.047345000000000005 0.11524000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 21 -8 9 12 11 15 20 19 29 -11 -5 -18 -16 -14 -9 22 -6 24 -21 -7 -27 28 -28 -12
right_child=-2 -3 -4 4 6 25 7 8 -10 10 14 -13 13 -15 18 -17 17 -19 -20 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0026564717305543207 -0.0029244805894838772 0.002935988047278027 -0.0035585171973019163 0.00039283485719924925 0.0027839243832566271 -0.0012827916288528553 -0.0028946186933454013 -0.00085847483333123303 0.0025508622995213206 0.0038681959858496498 -0.00061548269591627696 -0.0015134682509483424 0.00074349037528763633 0.0017098788619914602 0.0036626580670066039 0.00087029652791563699 -0.0039942895290924815 -0.00054332084990076144 -0.00053691480406978893 -0.0031176794013638349 0.0021435374653378256 0.0042139451096618753 -0.0010874410574720171 -0.0043241919032213942 -1.1364430270871227e-05 -0.0021053068524059071 0.00050041395544579931 -0.0024831052791979068 0.0031206184435491986 -0.0038048736657533395
leaf_weight=0.0014817597671180063 0.0010017697236555092 0.0010470269052955663 0.0010641306172547429 0.0011337496291581317 0.0012764845461603613 0.0026624690273333576 0.0013099471351862837 0.0017094069115421995 0.0021666080106248512 0.0032938670089954769 0.0015128375472244215 0.0011333640254207467 0.0010229550612450566 0.0012493970919091879 0.0010088476525922374 0.0021438423824378106 0.0027800445916076289 0.0012391206409931854 0.0011634072955075681 0.0019181494526723233 0.0024741577496634167 0.001376537127843136 0.0010558310550941022 0.0017727464145214089 0.0017263914027019212 0.0013738783045549275 0.0039213424372408594 0.0010721529886825731 0.0033287735532212537 0.0012112213535147021
leaf_count=358 46 58 70 44 56 411 143 91 161 195 44 27 63 85 28 61 746 66 29 58 38 54 109 323 51 12 168 260 34 21
internal_value=0 1.60735e-05 -4.43658e-05 3.11505e-05 0.000114053 -0.000454109 0.000439984 0.000194831 0.000353493 0.00014952 0.000908885 0.0019619 -0.00058389 -0.00140041 -0.000504309 0.00268626 -0.00219918 -0.00293035 0.00141347 -0.0020038 0.000916914 0.00221258 0.00103137 -0.00252257 -0.00164624 0.000273496 0.000700837 0.00116409 0.00170344 -0.00203361
internal_weight=0 0.0516304 0.0505834 0.0495193 0.0480375 0.0175115 0.030526 0.0268171 0.0255072 0.0233406 0.0114674 0.00657107 0.0118732 0.00768964 0.00489631 0.00543771 0.00515291 0.00401917 0.00217225 0.00644024 0.00418356 0.00370885 0.00233232 0.00541729 0.00364454 0.0123586 0.00969615 0.00832227 0.00725012 0.00272406
internal_count=3910 3864 3806 3736 3378 1741 1637 1418 1275 1114 405 283 709 580 122 256 856 812 57 495 129 219 165 432 109 885 474 462 202 65
is_linear=0
shrinkage=0.0044645


Tree=934
num_leaves=31
num_cat=0
split_feature=39 3 48 51 50 15 158 15 0 3 47 52 457 150 12 3 133 15 52 13 42 4 43 133 15 48 3 43 2 14
split_gain=0.000419755 0.000496123 0.0004948 0.00077647 0.000626721 0.00049965 0.00065066 0.000529094 0.000938603 0.000607881 0.000569918 0.000839572 0.00055563 0.00104199 0.000490571 0.000561735 0.000582315 0.000517957 0.000684632 0.00063752 0.000800645 0.000931642 0.000623621 0.00083408 0.000475224 0.000401474 0.000560305 0.000340677 0.000340553 0.000318171
threshold=0.005105000000000001 0.30601500000000009 0.12649500000000002 0.13741000000000003 0.10625000000000001 -0.26361999999999991 0.085745000000000002 -0.095799999999999982 -0.23129999999999998 -0.10628499999999998 0.09252500000000001 -0.0025949999999999997 0.088055000000000008 0.086420000000000011 0.10700500000000002 0.11476000000000001 0.093130000000000004 -0.089594999999999994 0.11262000000000001 -0.094679999999999986 0.091230000000000019 -0.083329999999999987 0.0016850000000000001 0.065880000000000008 0.079360000000000014 0.10417000000000001 0.11265500000000002 -0.0086649999999999974 0.091025000000000009 -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 4 -4 5 29 7 9 -9 -7 11 -11 13 14 15 16 17 -10 19 -19 21 22 23 -21 -23 26 -2 -14 -13 -1
right_child=25 -3 3 -5 -6 6 -8 8 12 10 -12 28 27 -15 -16 -17 -18 18 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00035431832780011393 0.0010985212763312859 0.0025760897419579028 -0.004377637966564909 0.00032582730502196607 -0.0029229771994771013 0.0016012756885372603 -0.0028963581610446706 0.0039826939649433403 0.0029328436062624292 -0.0034078033685486253 -0.0033579209098646388 -0.00051473278566548152 -0.00015784655524338789 -0.0031467885802292902 -0.0019869035276731308 0.0028344101419984363 -0.0025853808642791925 0.0023522002129339565 -0.0030540561904564621 -0.0018412546145352929 0.0021283113378197335 -0.0011493913316267615 0.0030975582041491609 0.0028859225716886105 -0.0043772381214075137 0.003399642657943177 -0.0024146562553817308 0.0029917077954019042 0.002837155066486434 0.0037199209604116914
leaf_weight=0.0010986971203692519 0.0051691710284826877 0.001200277626089096 0.0013846312070562297 0.0013072375925489155 0.0015071558662689269 0.0013235041396733038 0.0015998710000415519 0.0012261043155063966 0.0013608931032107344 0.0013079515451295265 0.0023494741009705278 0.0013147575770603359 0.0010182710880570767 0.0020429814917388702 0.0019112289491858272 0.0015847144086364997 0.0014087601955444775 0.0025740736438795092 0.0012027406989808523 0.0023714019954539272 0.002466101280461431 0.0023914459100252026 0.0013537938399923455 0.0010237837887103751 0.0013769308581069728 0.0010791465629260699 0.0010456248465402496 0.0018593434099898323 0.0010400782028918698 0.0010546875196268948
leaf_count=21 369 139 64 24 351 35 282 46 83 60 108 45 59 155 153 21 370 85 149 360 87 248 42 24 271 66 24 37 64 68
internal_value=0 -0.000198979 -0.000277424 -0.00209352 -0.000154497 -4.54438e-05 -0.000167591 -4.10797e-05 0.000240521 -0.00108417 -0.00167532 -0.000596029 6.36845e-05 -0.000162535 0.000127431 0.000338838 0.000113237 0.000349058 0.000110833 0.000391603 -6.78811e-05 -0.000703763 0.000585739 -0.000415822 -0.00232882 0.000935342 0.000507437 0.00187721 0.000965721 0.00200273
internal_weight=0 0.0436609 0.0424606 0.00269187 0.0397687 0.0382616 0.0361082 0.0345083 0.0271726 0.00733577 0.00601226 0.00366279 0.0259465 0.0230689 0.0210259 0.0191146 0.0175299 0.0161212 0.0147603 0.0135575 0.0109835 0.00851736 0.00474898 0.00339519 0.00376838 0.00729394 0.0062148 0.00287761 0.00235484 0.00215338
internal_count=3910 3451 3312 88 3224 2873 2784 2502 2190 312 277 169 2144 2048 1893 1740 1719 1349 1266 1117 1032 945 426 384 519 459 393 96 109 89
is_linear=0
shrinkage=0.00437696


Tree=935
num_leaves=31
num_cat=0
split_feature=51 39 1 12 132 0 50 47 52 1 42 41 4 13 43 3 49 151 457 52 1374 3 1 16 15 16 16 47 1 43
split_gain=0.000365963 0.000605372 0.000525138 0.000529828 0.000417747 0.000537013 0.000481288 0.00069107 0.000509797 0.000553566 0.000662994 0.000509097 0.000447428 0.000439966 0.000800326 0.000501242 0.000469754 0.000737465 0.000464997 0.000398148 0.000414532 0.000449113 0.000507081 0.000832859 0.00050203 0.000398027 0.000389027 0.000352525 0.00033842 0.000267763
threshold=-0.40274499999999996 0.005105000000000001 0.092550000000000007 -0.085504999999999984 0.079995000000000011 -0.07773999999999999 0.10625000000000001 0.11939500000000002 -0.27466499999999994 0.11561500000000001 -0.089744999999999978 0.078535000000000008 0.24280000000000004 0.16421000000000002 -0.12074999999999998 -0.115685 -0.091004999999999989 0.083140000000000006 -0.068264999999999978 0.086950000000000013 -0.094679999999999986 0.086245000000000016 0.095575000000000007 -0.083564999999999987 -0.017214999999999998 -0.089864999999999987 -0.008069999999999999 0.084695000000000006 0.092225000000000015 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 4 3 -3 6 -6 7 8 -2 10 -10 13 -11 14 -12 29 17 -17 -18 20 -20 22 23 25 28 -22 -25 -4 -23 -16
right_child=1 2 27 -5 5 -7 -8 -9 9 12 11 -13 -14 -15 15 16 18 -19 19 -21 21 24 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021185207248847963 -0.0030181851796935301 -0.0031592201398609595 0.0039339018560709807 0.0015862090387082669 -0.00070704863071283748 0.0030034693083856897 -0.0026894630899659674 -0.0041760202546144553 -0.0040617203488405446 0.00058993286817474373 0.0040764320949540477 -0.0034839025865792679 0.0043048543608965664 -0.0023681578913995506 0.003234579955506986 -0.0042987455757022503 -0.0027246328668557897 0.0010236900064577803 -0.0016615883417165707 -0.0012559806568676285 -0.00025682088623252725 0.0024906422198594353 0.0026340440417636233 -0.0049296162003768223 0.0043496784191926737 0.0033033757399899845 -0.0010136444565950506 0.0011133565200552279 -0.0007900942013161175 0.00023545987376778608
leaf_weight=0.0019741854791175397 0.0013787929523278999 0.0010048672779277013 0.0020372842694236226 0.0013259791810362733 0.0016947745500075495 0.0021498177404462018 0.0020028077043731099 0.0010328844340858892 0.0010309558921303133 0.0022118675989055694 0.0012640925994205068 0.0010033142936771702 0.0012234218994715551 0.0016569861291162438 0.00169232359684911 0.0015759890537054835 0.001346509297492692 0.0010565486405065272 0.0016530934898995051 0.0032890504115931632 0.0018369084237762068 0.0016581116368570292 0.0016297697780593978 0.0010172939868486764 0.0016497416831331435 0.0013050379384704647 0.0015640197040281203 0.0022832981119265128 0.0014166267102879715 0.0012631474846074298
leaf_count=145 263 60 294 25 220 128 358 59 237 65 33 64 93 64 47 59 110 43 52 532 200 21 43 293 54 66 160 60 43 19
internal_value=0 4.76175e-05 0.00142605 -0.000459626 -0.000178188 0.0013678 -0.000339879 -0.000204487 -8.28472e-05 4.22803e-05 -0.000180008 -3.64619e-05 0.00191294 9.22389e-05 0.000253901 5.21814e-05 -0.000215319 -0.00216263 6.38012e-05 0.000284408 0.000653395 0.000970256 0.00020834 -0.000482409 0.00215608 0.00122194 -0.00255693 0.00244333 0.000979106 0.00195278
internal_weight=0 0.0472553 0.00665143 0.00233085 0.0406039 0.00384459 0.0367593 0.0347565 0.0337236 0.0323448 0.0289095 0.0278786 0.00343529 0.0268753 0.0252183 0.0239542 0.0209987 0.00263254 0.0183662 0.0170197 0.0137306 0.0120775 0.00735303 0.00572326 0.00472448 0.00314195 0.00258131 0.00432058 0.00307474 0.00295547
internal_count=3910 3765 439 85 3326 348 2978 2620 2561 2298 2140 1903 158 1839 1775 1742 1676 102 1574 1464 932 880 762 719 118 266 453 354 64 66
is_linear=0
shrinkage=0.00492917


Tree=936
num_leaves=31
num_cat=0
split_feature=150 448 14 157 157 15 4 150 48 129 0 403 15 43 42 3 43 49 160 3 133 160 43 4 4 2 43 43 2 16
split_gain=0.000383887 0.000640033 0.000601394 0.000608761 0.000597034 0.000564464 0.000615415 0.000684508 0.000553824 0.000550825 0.000623234 0.00098086 0.000788022 0.000485913 0.000486899 0.000533981 0.000569515 0.000612319 0.000608159 0.000489592 0.000471608 0.000575708 0.000877971 0.000444975 0.000413944 0.000390646 0.000375105 0.000616731 0.000318774 0.000288083
threshold=0.075065000000000007 -0.037059999999999989 0.077685000000000018 -0.07637999999999999 -1.0000000180025095e-35 -0.074174999999999977 0.015635000000000003 0.086025000000000018 0.091555000000000011 0.088750000000000009 -0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.34918499999999997 -0.088669999999999985 -0.086589999999999986 -0.090164999999999981 -0.0092149999999999992 0.085220000000000004 -0.10315499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.034289999999999994 -0.23071499999999998 0.096540000000000015 -0.057994999999999998 0.14198000000000002 0.11203000000000002 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 23 -5 6 7 -3 -9 10 11 -6 -12 -13 -15 19 -17 -18 20 -16 -19 -22 -23 -1 25 -14 -27 -28 -7 -24
right_child=1 5 -4 4 9 28 -8 8 -10 -11 12 13 24 14 15 16 17 18 -20 -21 21 22 29 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00017367433406140624 0.0033011191783540016 0.0020283588157923318 -0.0029744245145536972 -0.0030380864403216769 -0.003715036684012562 -0.0022144369472708292 0.0030650507637731282 -0.0025488574818050254 0.00088642655787887715 -0.0026780754950841579 0.0035919868700698705 -0.0026211564620540325 -0.0021425966611077398 0.0017414779097752282 -0.00068003379225992696 0.0026646839027824822 -0.0022729394353170045 -0.0016211113687086168 -0.0023396353252241849 -0.0037359777606293131 -0.0010293803315466251 0.0031561274269192893 0.0008994361606582753 0.0024741084789989599 0.0023443069035971402 0.0019498928778948984 -0.0026629807855915637 0.001187332382683239 0.0002614250011393503 -0.00087927950734267011
leaf_weight=0.0015526803175198722 0.0011090634696877552 0.001817424048788042 0.0010589635750024575 0.0010584739111646471 0.0011715699544614369 0.0015497991029613791 0.001453045913472728 0.001409201198702803 0.0012235719182456251 0.001192417998185368 0.0012326305134915394 0.0011085497340053143 0.0010827140133908841 0.0018606585315804605 0.0025090369923503886 0.0010697738235014844 0.0016925134276686302 0.0014554415931744566 0.0012760335392594255 0.0010327713463888976 0.0022507106935159569 0.0021499971284795229 0.0043888297000598212 0.0020621448255422328 0.0011312477360245791 0.0013831548975673513 0.0010337060752139138 0.0013243583796338498 0.0013648441077425133 0.0017885596914859522
leaf_count=121 79 77 109 188 736 166 54 64 50 205 81 67 27 94 68 53 74 314 129 132 297 84 138 235 37 17 67 12 36 99
internal_value=0 0.000626459 -0.000198859 -0.000119006 -0.000277548 0.000290055 0.000954188 0.000264964 -0.000952321 -0.000186619 -9.06065e-05 -0.000382247 0.000873212 -0.000209346 -8.4843e-05 -0.000258098 3.12595e-05 -0.000156526 0.000112608 -0.00157113 0.000372644 0.000646965 0.00110004 0.0013368 0.000310468 -0.000166483 0.000405407 -0.000500532 -0.00105506 0.000384439
internal_weight=0 0.00992695 0.0378669 0.036808 0.0331931 0.00881789 0.00590324 0.0044502 0.00263277 0.0321347 0.0309423 0.0237544 0.00718781 0.0225829 0.0214743 0.0196137 0.0160719 0.0150021 0.0133096 0.00354181 0.0120335 0.0105781 0.00832739 0.00361483 0.00595518 0.00482393 0.00374122 0.00235806 0.00291464 0.00617739
internal_count=3910 526 3384 3275 2919 447 245 191 114 2731 2526 2285 241 1549 1482 1388 1188 1135 1061 200 932 618 321 356 160 123 96 79 202 237
is_linear=0
shrinkage=0.0037357


Tree=937
num_leaves=31
num_cat=0
split_feature=1213 160 1 151 132 0 4 52 2 2 457 150 1374 11 457 12 15 4 160 50 3 1 2 1 13 47 14 15 12 0
split_gain=0.000339895 0.000355038 0.000342853 0.000739921 0.000624457 0.000445681 0.000682514 0.00123196 0.000576199 0.000392567 0.000399104 0.000469077 0.000927888 0.000551013 0.000385828 0.000602959 0.000405763 0.000345278 0.000444711 0.000475483 0.000455021 0.000533246 0.000559619 0.000558232 0.000377211 0.000367979 0.000319795 0.000294769 0.00028316 0.000262142
threshold=-1.0000000180025095e-35 -0.40446999999999994 0.085835000000000009 -0.083919999999999981 0.079995000000000011 -0.070894999999999986 -0.49837999999999999 0.10433000000000002 0.10869000000000002 0.14808000000000002 -0.0034949999999999994 0.075065000000000007 -0.094679999999999986 0.088160000000000002 0.084715000000000013 0.086935000000000012 -1.0000000180025095e-35 0.24280000000000004 0.043720000000000009 0.10030500000000002 0.10856000000000002 0.13026000000000001 0.082715000000000025 0.095155000000000017 -0.092039999999999983 0.10664500000000002 -0.46360499999999999 0.05377500000000001 0.092720000000000011 -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 -2 3 -3 9 14 7 -7 -8 10 -4 13 -13 17 15 16 -5 18 19 20 21 22 23 -12 -19 26 -26 -18 -25 -29
right_child=1 2 4 5 -6 6 8 -9 -10 -11 11 12 -14 -15 -16 -17 27 24 -20 -21 -22 -23 -24 28 25 -27 -28 29 -30 -31
leaf_value=-0.0018858569725863168 -0.0022516227128870124 -0.0031121253511007538 -0.0015138653677911971 -0.0019439041757395926 0.0027299213042534364 -0.0040442891019360667 0.0023279328937814833 0.0017629593647496321 -0.00050432456370770053 0.0026919061198423582 -0.0039773469771721519 -0.00087670187089191481 0.0026013359614365655 -0.0028360437550474932 0.0012081544201022647 -0.0030417458197598149 0.0022082710466008932 0.003130076660304707 -0.0027710719349963464 0.002565700774492741 -0.0020651809612895313 0.0021584737754323418 0.0013784733068410485 0.0012378709143376235 -0.00028310245246988965 -0.0016177640959622226 0.0028688507272873172 -0.0018167014703857436 -0.001729471949974517 0.0010563147750956463
leaf_weight=0.001555587869992269 0.0010815346159657726 0.0014494624426104599 0.0022294150957193884 0.001752721436500293 0.0017358016614199548 0.0012171203870456893 0.0036042294801434975 0.0011729332618415356 0.0017422304025132007 0.0010070521611327257 0.0010079057123517643 0.001989670545754052 0.00339308631091395 0.0010932682055786449 0.0013709248299846877 0.0019529000961409082 0.0010697613307115682 0.0011170169148773113 0.0010347153470564594 0.0010654292568590415 0.0018617843551993474 0.0016871239322426845 0.0017067767858081062 0.0010023585271952129 0.0010144403336616037 0.0010083366373692115 0.0010938658671120214 0.0010562471180097788 0.0011060407742657929 0.0010214690051064679
leaf_count=592 273 222 103 231 141 52 106 6 147 107 165 27 206 93 30 563 22 54 87 86 55 18 89 30 36 19 92 116 94 48
internal_value=0 3.69462e-05 9.37628e-05 -0.000345912 0.000386442 -9.46978e-05 0.000601977 -0.00119435 0.001405 0.000219853 0.000113515 0.000284799 0.00131572 -6.64368e-05 -0.000750074 -0.00114181 -0.000384615 0.000139463 -0.000254497 2.14193e-05 -0.000302369 0.000201759 -0.000482704 -0.00150206 0.00111394 0.000391349 0.00135225 0.000483698 -0.000318761 -0.000404239
internal_weight=0 0.0446456 0.0435641 0.01741 0.0261541 0.0159605 0.00773651 0.00239005 0.00534646 0.0244183 0.0234112 0.0211818 0.00538276 0.0157991 0.00822402 0.0068531 0.0049002 0.0147058 0.0104721 0.00943742 0.00837199 0.00651021 0.00482308 0.00311631 0.00423366 0.00311664 0.00210831 0.00314748 0.0021084 0.00207772
internal_count=3910 3318 3045 1543 1502 1321 311 58 253 1361 1254 1151 233 918 1010 980 417 825 624 537 451 396 378 289 201 147 128 186 124 164
is_linear=0
shrinkage=0.00404364


Tree=938
num_leaves=31
num_cat=0
split_feature=51 124 1 50 47 39 4 11 1 483 42 43 150 160 3 1 484 4 4 4 51 0 16 4 42 0 13 3 1 16
split_gain=0.000319865 0.000518802 0.000406327 0.00060124 0.000448395 0.000530731 0.000500267 0.000518237 0.00047345 0.000424357 0.000452866 0.000551231 0.000632948 0.000646277 0.000520356 0.000380376 0.00036529 0.000398782 0.000424739 0.000955195 0.00069813 0.000365784 0.00057293 0.000340092 0.000494413 0.000614848 0.000399737 0.000327459 0.000324642 0.000384231
threshold=-0.40274499999999996 0.10385500000000002 0.14000500000000002 0.10625000000000001 0.117025 -1.0000000180025095e-35 0.24280000000000004 0.080455000000000013 0.11198000000000001 0.083960000000000021 -0.09602999999999999 -0.083684999999999996 -0.07009 -0.082384999999999986 -0.069909999999999986 0.10688500000000002 0.057010000000000005 -0.37626499999999991 -0.0017649999999999999 0.0057500000000000008 0.090935000000000016 -0.10071499999999999 -0.094359999999999986 -0.0040999999999999986 0.086325000000000013 1.0000000180025095e-35 -0.094679999999999986 -0.080244999999999997 0.077800000000000022 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 10 -7 14 -13 -14 28 27 17 -15 23 -20 21 22 -21 24 25 26 -19 -8 29 -12
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11 11 12 13 16 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018287284040536804 -0.0025012279119722078 0.0027245213680782143 0.0023436644276345554 -0.0025790039293188552 -0.0023209991067208581 -0.0026226384483869162 0.0034868051702770164 -0.0029559919303545667 0.0031258565805596479 -0.0026606447927860718 -0.0020488157097361508 0.0026899740343498115 -0.0031401522381333544 -0.0023882195539398523 0.0037751141743556978 -0.0010263992183807036 0.0022201651586550748 0.001982099338451821 -0.0040372911776999261 -0.0019117711377434742 0.0025226491943499746 -0.003087969269679192 0.0018966304874118614 0.0030245269931788756 -0.0022718425944044792 0.0039456896804884404 -0.00093490491587811778 1.4459155363917312e-05 0.0025495569920868937 0.00098115448735152343
leaf_weight=0.0018143253922193727 0.0014494440239651843 0.0013435044455274428 0.0013275636015568351 0.0018152582924293439 0.0015328507852014886 0.0010553596813146484 0.0010371795396206807 0.0011149196806083941 0.0019625695798213272 0.0010387398123695704 0.0011236822215637821 0.0014761129940414888 0.0014065302802345738 0.0014901030714913185 0.0013836998413534465 0.001743882801640062 0.0012546312455610211 0.0014284156382071665 0.001377544822364545 0.0016226365808984511 0.001556998623925665 0.0010929044569465418 0.0014181746866199774 0.0010688805991559969 0.0011244815546178621 0.0010331666699983089 0.0024329339832643753 0.0010440555482702498 0.0014296291614392942 0.0027989690295466829
leaf_count=145 57 42 147 394 89 164 52 143 180 215 236 47 216 64 97 46 81 55 113 57 18 99 21 35 421 21 415 75 85 80
internal_value=0 4.74579e-05 -3.89142e-05 -0.000117374 -1.3051e-06 9.48854e-05 0.000200835 -2.83714e-05 0.00137815 8.57024e-05 0.000189157 0.000301054 -6.71645e-05 -0.000289471 0.00138251 0.000481454 -5.22303e-05 -0.000234448 -7.73743e-06 -0.00076695 2.4698e-05 -0.000916176 -0.000135607 0.000749373 0.000345341 0.000946622 0.000144172 0.0017449 0.000763959 0.00011319
internal_weight=0 0.0429848 0.0416413 0.0403138 0.0384985 0.0369656 0.0355162 0.0297285 0.00578769 0.0286136 0.0275749 0.0265195 0.0197835 0.0183074 0.00673598 0.00382512 0.0169009 0.0156462 0.0141561 0.00706826 0.00569071 0.00413372 0.00304081 0.00708788 0.006019 0.00489452 0.00386135 0.00208124 0.00535228 0.00392265
internal_count=3910 3765 3723 3576 3182 3093 3036 2683 353 2540 2325 2161 1663 1616 498 173 1400 1319 1255 308 195 177 78 947 912 491 470 127 401 316
is_linear=0
shrinkage=0.00437696


Tree=939
num_leaves=31
num_cat=0
split_feature=9 2 4 1446 15 123 1 151 1348 1 2 151 1375 12 3 3 52 43 52 16 16 1456 14 1374 1 42 0 156 52 42
split_gain=0.00151241 0.00129651 0.00158398 0.00134122 0.00121107 0.00120785 0.00121991 0.00115157 0.00109269 0.00109037 0.0010442 0.000962651 0.000951093 0.00122432 0.001164 0.00110592 0.00139516 0.000925013 0.00117197 0.00154056 0.00124608 0.000884429 0.00092949 0.000936002 0.00103185 0.00216832 0.00139321 0.00137918 0.00137676 0.00154491
threshold=-0.016839999999999997 0.089910000000000004 0.22584000000000001 0.091660000000000005 -0.098459999999999978 1.0000000180025095e-35 0.09112000000000002 -0.52174999999999983 0.090050000000000005 0.12577000000000002 0.090050000000000005 -0.093064999999999981 -1.0000000180025095e-35 0.051320000000000005 -0.074234999999999982 -0.075679999999999983 -0.092084999999999986 -0.17307499999999998 -0.088779999999999984 -0.083564999999999987 -0.089864999999999987 -1.0000000180025095e-35 0.08604500000000001 0.089520000000000016 0.085110000000000005 -1.0000000180025095e-35 -0.11756999999999999 0.11896500000000002 0.11401500000000002 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 5 11 7 -7 -3 10 -4 -9 -2 -6 -14 15 16 -15 -18 -19 20 -20 -12 23 24 25 -23 -27 -26 29 -28
right_child=1 3 9 -5 12 6 -8 8 -10 -11 21 -13 13 14 -16 -17 17 18 19 -21 -22 22 -24 -25 27 26 28 -29 -30 -31
leaf_value=0.0011447641000974572 0.00015868335381829688 -0.0012684808793291518 5.5663178680351777e-05 -0.0012598319714778898 -0.0012684575222746139 -7.510616655756621e-05 0.0011015161364092605 0.0011453885492898768 0.0012687023401722175 0.0012685701226577556 -0.0011063660509321174 -0.0012438957560243584 0.00021303206645310077 -0.0012684088221276125 -0.0011882315989651324 0.00101565663759475 0.00066049610849883969 0.00098347807211954285 -0.0007132323795882874 -0.0010694443854601023 0.00051102028005850931 -0.0012684056765760081 -0.0010851821965309934 -0.001044479566615628 0.00037767234343424546 -0.0012684664432992224 0.00062240368694517142 -0.00077273035720738445 -0.00091079654117967254 -0.00029360109103442126
leaf_weight=0.0017273661867376324 0.0010008430977954674 0.0010637746246775484 0.0057160875619146614 0.0011853358278388617 0.0013918171589066821 0.0023245971223815323 0.0036322200151133188 0.0013209134418712401 0.0011844707432828719 0.0015064749852520265 0.00113060418381039 0.0036870108337070375 0.0082087084516153652 0.0022063513511971751 0.0024633902623358876 0.0010370235000536363 0.0018242443337381778 0.0010030097172570853 0.0023740356888162228 0.0038839692535446212 0.0030627531839826352 0.002338023733218896 0.0011684338398580954 0.0011941119205403075 0.019963100117156074 0.0012082812260345499 0.0082132071279268429 0.001830064331548086 0.0017376862079223629 0.0046323324375121553
leaf_count=121 32 31 60 82 81 34 163 16 27 48 117 150 155 199 131 19 75 11 264 628 184 306 27 37 377 27 64 74 125 245
internal_value=0 -5.29252e-05 -0.000228061 7.44476e-05 -0.000348659 0.000104321 0.000642349 3.61095e-05 6.63306e-05 0.00030865 3.4496e-05 -0.000944449 -0.000246931 -0.000192381 -0.000378769 -0.000249214 -0.000340594 -0.000172082 -0.000319201 -0.000459383 -2.35636e-05 6.97454e-07 3.02976e-05 6.19967e-05 9.50921e-05 -0.000128466 4.03084e-05 0.000281068 0.000148746 0.000292076
internal_weight=0 0.0934929 0.0393657 0.0541272 0.0321432 0.0529418 0.00595682 0.046985 0.0459212 0.00722256 0.0447368 0.00468785 0.0274553 0.0260635 0.0178548 0.0153914 0.0143544 0.012148 0.0103238 0.00932076 0.00543679 0.0434158 0.0422852 0.0411168 0.0399227 0.0181295 0.0157915 0.0217932 0.0145832 0.0128455
internal_count=3910 3789 2037 1752 1929 1670 197 1473 1442 108 1415 182 1747 1666 1511 1380 1361 1162 1087 1076 448 1399 1282 1255 1218 767 461 451 434 309
is_linear=0
shrinkage=0.00126831


Tree=940
num_leaves=31
num_cat=0
split_feature=3 124 42 3 4 52 158 453 483 160 41 42 42 42 12 15 52 42 1 1 1 3 0 0 160 13 1 0 16 13
split_gain=0.000319719 0.000409678 0.000387499 0.000328902 0.000382628 0.000357252 0.00035837 0.000446531 0.000443832 0.000395576 0.000486465 0.000467582 0.000562325 0.000584163 0.000536994 0.000813121 0.000458849 0.000383814 0.00039623 0.00035465 0.000532544 0.000522421 0.000346663 0.000300453 0.000516883 0.000782335 0.000246512 0.00023749 0.000232647 0.000223822
threshold=0.31335500000000011 -0.048219999999999992 -0.089024999999999979 -0.34922499999999995 -0.51381999999999983 -0.42985499999999993 0.087355000000000016 1.0000000180025095e-35 0.080590000000000009 -0.098319999999999991 0.082980000000000012 -1.0000000180025095e-35 -0.089024999999999979 -0.10770999999999999 0.085185000000000025 0.084565000000000015 0.0033900000000000002 0.10217500000000002 0.10786000000000001 0.095575000000000007 0.090820000000000012 0.12046500000000002 -0.23029999999999998 -0.070894999999999986 0.031805000000000007 -0.09547499999999999 0.077800000000000022 -0.014809999999999999 -0.08909499999999998 -0.014729999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 11 12 13 -11 15 16 19 18 23 20 22 28 -13 24 25 -16 -18 -25 -21 -4
right_child=-2 3 29 4 5 6 -8 -9 -10 10 -12 14 -14 -15 17 -17 26 -19 -20 21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00098574847792782931 0.0021651552330376354 0.0017035680675622927 0.0010235656543844448 -0.0030190904769161692 -0.0028047516644054086 -0.0019784680167884857 -0.0020544799076720015 -0.0024471242607378104 -0.0024092302756613714 -0.0020320382598262442 -0.0021710619092378714 0.001729980459738292 -0.003298382552295716 0.0020407948285646681 0.0014766747646143155 -0.0037109184329407788 0.00010112792374797496 -0.00099393951638030451 0.0038600080951738196 0.00053084309929279699 -0.0038966214826362442 -0.001115003821703557 -0.0013436241979515992 0.0037609326792009175 0.0026176967208800597 -0.0030393764190083075 0.0027765533871439677 0.0013607274610620268 0.003301290662695773 0.0036263621007916681
leaf_weight=0.0010354344683562999 0.0012863074332076776 0.0016813952652849897 0.001414052026931234 0.0010146175762795187 0.0010508033230067762 0.001621284233495778 0.0018900190631737637 0.001487692860287825 0.0013931607220321043 0.0012874863747694976 0.0015195688247455754 0.0011834062428732767 0.001367121273123161 0.0015433059824780937 0.001766679597838829 0.0010547450613538354 0.0010407739027007432 0.0011878184037122938 0.0014348318777734912 0.0010778499451089552 0.0010143543913727626 0.0017394985148087017 0.0019149253262553661 0.0013745468534027694 0.0016420448961480538 0.0013479288166027186 0.0020162120607096767 0.0020427882816420684 0.0013746725826129236 0.0012324806990935402
leaf_count=36 148 44 128 55 330 301 309 66 274 115 97 26 457 160 39 85 41 246 45 64 30 40 173 34 57 276 44 27 37 126
internal_value=0 -9.38765e-05 0.00132976 -0.000228042 -0.000314909 -0.000239477 -0.000163164 -5.62437e-05 5.51006e-05 0.000167474 0.000287734 0.000424041 -0.000947123 0.00018841 0.000672005 3.88106e-05 0.000386911 0.0014002 0.00169615 -0.00015743 -0.00108888 0.000756393 -0.000169662 0.00131632 0.00059082 -0.000477765 0.00186568 0.00232616 0.00208372 0.00223568
internal_weight=0 0.0427515 0.00368197 0.0390695 0.0373881 0.0363735 0.0353227 0.0334327 0.031945 0.0305518 0.0289306 0.027411 0.00419791 0.00283079 0.0232131 0.0124164 0.0113617 0.0107966 0.00960882 0.00830471 0.00411269 0.00419202 0.00309833 0.00817399 0.00475665 0.00311461 0.00305699 0.00341734 0.00245252 0.00264653
internal_count=3910 3762 290 3472 3428 3373 3043 2734 2668 2394 2093 1996 732 275 1264 540 455 724 478 370 229 141 199 433 372 315 85 61 101 254
is_linear=0
shrinkage=0.0044645


Tree=941
num_leaves=31
num_cat=0
split_feature=1 0 159 13 133 13 151 15 475 131 4 0 47 0 48 16 48 0 1 47 15 42 0 16 12 2 13 2 4 2
split_gain=0.000307339 0.000717308 0.000545474 0.000504633 0.000419216 0.000367759 0.0003614 0.000552276 0.000490233 0.000425403 0.000430871 0.000386442 0.000455692 0.000511218 0.000476336 0.000671359 0.000412784 0.000311809 0.000299092 0.000332809 0.000280219 0.000251011 0.000427509 0.000476478 0.000622598 0.00042992 0.000261619 0.000237106 0.000143162 0.000133736
threshold=1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 -1.0000000180025095e-35 0.084285000000000013 -0.10023999999999998 -0.087654999999999983 -0.11739999999999999 -1.0000000180025095e-35 0.097135000000000013 0.24280000000000004 -0.017269999999999997 0.09252500000000001 -0.084154999999999994 0.084905000000000022 -0.095609999999999987 0.095825000000000007 -0.074249999999999997 0.122185 0.096475000000000019 0.084565000000000015 0.091955000000000023 0.18055000000000002 -0.083564999999999987 0.088325000000000015 0.10325000000000002 -0.075169999999999987 0.075670000000000015 -0.084009999999999987 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 4 6 29 -1 -6 7 -2 -8 10 11 12 13 14 20 -16 -17 -14 19 -12 27 22 23 28 -25 26 -26 -10 -3 -4
right_child=2 21 3 -5 5 -7 8 -9 9 -11 18 -13 17 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0030696939582697748 -0.0010333836559915501 0.0021438197054818465 0.0017225521780623355 -1.5620148539263249e-05 0.00089067229609437071 -0.0020998819563723017 -0.0024941566843591197 0.0023526761342808271 0.00014685443187974372 0.0020614123279493676 0.0014069450732226941 0.001593071838260266 -0.0037074765512880425 -0.0020716525926985853 -0.0034688740152565502 -0.0013003865688905466 0.0013310106799162798 -0.0009906221204454516 0.0022903324911328158 -0.00082873999821832635 -0.00051837145018966268 -0.0013266324131434735 0.0023111840236021241 -0.0026168855327808132 0.002212922727252591 -0.001773290918157052 -0.00025784704721049226 0.0023779040817481683 0.00029718485207783633 0.0035938323043811157
leaf_weight=0.0018911147528292158 0.0010134475889174155 0.0013556689421410084 0.0010000762350226289 0.0016792487214285492 0.0010813513116545437 0.0012227467136839976 0.001195572130219257 0.001996473116658847 0.0010322297042790734 0.0012692570084098511 0.0017535913822221963 0.001122709305606766 0.0010340624631517414 0.0019688484682554011 0.0010243581172488803 0.0016971239582019848 0.0016319230388859296 0.0013712982224589618 0.0013217416772006718 0.0019766069252113994 0.0012738501402012048 0.0015329077230824559 0.001275144789190108 0.0015875260650342051 0.0013045847207853187 0.0010615175821802048 0.0011043195313129575 0.0018673441941174929 0.0010317928401981655 0.0011411443856053083
leaf_count=562 53 26 132 136 15 419 184 79 30 122 102 97 77 320 23 47 26 48 147 37 95 294 18 203 52 113 210 47 80 116
internal_value=0 -0.000464939 0.000204407 0.00151749 -0.00176621 -0.000696365 6.78393e-08 0.00121258 -0.00016936 -3.27435e-05 -0.000172084 -0.000509063 -0.000692 -0.000355892 4.02783e-05 -0.000824224 -1.04565e-05 -0.0021586 0.000763339 0.000222271 0.000942062 6.74775e-05 0.000312536 -2.97648e-05 -0.000679041 0.000207416 0.00108024 0.00158366 0.00134576 0.00271983
internal_weight=0 0.0144487 0.0283709 0.00382047 0.00419521 0.0023041 0.0245504 0.00300992 0.0215405 0.0203449 0.0190757 0.0140237 0.012901 0.0104957 0.00852683 0.00435341 0.00332905 0.00240536 0.00505194 0.0037302 0.00417342 0.0102535 0.00872055 0.00744541 0.00505795 0.00347042 0.0024089 0.00289957 0.00238746 0.00214122
internal_count=3910 1992 1918 384 996 434 1534 132 1402 1218 1096 810 713 588 268 96 73 125 286 139 172 996 702 684 578 375 262 77 106 248
is_linear=0
shrinkage=0.0037357


Tree=942
num_leaves=31
num_cat=0
split_feature=158 9 1348 14 3 39 123 42 124 156 50 48 454 4 47 41 155 48 150 484 13 130 43 13 133 160 2 160 150 3
split_gain=0.00130531 0.00169742 0.00126934 0.00158434 0.00129786 0.00124489 0.00117101 0.0011897 0.00157113 0.00148016 0.00148013 0.00162571 0.00150351 0.00149217 0.00160403 0.00139984 0.00145451 0.00143314 0.0013874 0.00180038 0.00149729 0.00138508 0.00142241 0.00124045 0.00216708 0.00155495 0.00130569 0.00123463 0.00163225 0.00149151
threshold=0.11034000000000001 -0.016839999999999997 0.094400000000000012 0.077685000000000018 0.30601500000000009 0.18016500000000005 -0.041524999999999992 -1.0000000180025095e-35 -0.027784999999999997 0.013700000000000002 0.10625000000000001 0.12649500000000002 -1.0000000180025095e-35 0.28937500000000005 0.10976000000000001 0.078535000000000008 0.088680000000000023 0.099240000000000009 0.090480000000000019 -0.0043499999999999988 -0.5337599999999999 -0.23515499999999998 -0.12074999999999998 -0.45122499999999993 0.093130000000000004 0.097500000000000017 -1.0000000180025095e-35 -0.096329999999999985 -0.22988499999999998 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 11 12 -10 15 -15 16 17 18 19 -14 -21 -22 -23 -24 25 26 -25 28 -28 -29
right_child=-2 2 -4 -5 -6 -7 7 8 10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 20 21 22 23 24 -26 -27 27 29 -30 -31
leaf_value=0.0011722632211937911 -0.0010723389907551565 0.0010253834939534217 0.0011565461130075272 -0.00095768509931825783 0.00071385954299085406 0.0011722102505644758 -0.00049904129423717855 0.00079986669918435331 -0.0011718805605725247 0.00063057498688396958 -0.00072906988257505671 -0.00073878389313373029 -0.0011718822960423857 0.00087624570125937034 -0.00065322920273347754 -0.00090224156427038326 -0.0011717709372345295 0.00081312140181855985 -0.00060995374049464075 -0.0011721532443396618 -0.001172147059554164 0.00082672884179912096 0.00085819784768186524 -0.00081159588957154275 -0.0011381028249660688 -0.0011719450523943417 0.00062392672351950691 0.00049499862493974846 -0.0011718481319704334 -0.00035912040532918432
leaf_weight=0.0016389868430648482 0.0016145612159701441 0.0013376502470663345 0.0012214113459236833 0.0025446229416345991 0.0031902959608096628 0.0011355380004829376 0.013977040289286258 0.0031098780791367622 0.001371690972604255 0.0017973669600959133 0.004159023954718232 0.0039160128658082263 0.0014967802509158181 0.0052614958325314367 0.0011465520387616834 0.0022428235887730344 0.0013146817429037219 0.0033799579433377849 0.0043120963995946218 0.0011625127181105191 0.0010152927218634025 0.0045726541353872099 0.0029086831182212327 0.0016406590309543312 0.0019481058697459188 0.0011848706898831543 0.0011609748471528292 0.018325721175914474 0.0017310804744923294 0.0033147021800914436
leaf_count=118 167 21 28 114 138 30 922 120 54 71 300 56 227 137 13 60 186 80 144 5 18 36 11 37 197 38 4 396 139 43
internal_value=0 -1.01038e-05 -3.03153e-05 -4.56297e-05 -2.04345e-05 -4.67786e-05 -6.25461e-05 -7.93797e-05 -1.44416e-05 -0.000370331 -5.19218e-05 -7.50618e-06 4.06301e-05 6.92468e-05 0.000602586 3.1559e-06 4.4205e-05 7.7403e-05 2.18643e-05 8.9198e-05 0.00013764 0.000177919 0.000215179 0.000128374 5.59381e-05 0.000140963 0.000200399 0.000268078 -0.00045096 0.000364172
internal_weight=0 0.0975192 0.0958802 0.0946588 0.0921141 0.0889238 0.0877883 0.0864507 0.0706763 0.0157744 0.0675664 0.0634073 0.0594913 0.0581196 0.00640805 0.0517116 0.0494688 0.0481541 0.0447741 0.040462 0.0389653 0.0378027 0.0367875 0.0322148 0.0293061 0.027358 0.0261731 0.0245325 0.00289206 0.0216404
internal_count=3910 3743 3625 3597 3483 3345 3315 3294 2301 993 2181 1881 1825 1771 150 1621 1561 1375 1295 1151 924 919 901 865 854 657 619 582 143 439
is_linear=0
shrinkage=0.00117172


Tree=943
num_leaves=31
num_cat=0
split_feature=31 52 151 4 1348 11 484 50 133 1213 14 475 403 2 130 3 38 124 4 13 156 16 0 0 0 2 1373 1 150 48
split_gain=0.00216633 0.0014069 0.00139342 0.00171294 0.00161264 0.00242727 0.00183493 0.00159874 0.00150814 0.00149812 0.00133531 0.00154704 0.00135612 0.00192726 0.00134974 0.00168864 0.00141092 0.00175376 0.00179628 0.00228454 0.00185858 0.00182213 0.00149751 0.00260708 0.00186154 0.00178724 0.00158767 0.00145799 0.00137443 0.00131593
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.52174999999999983 0.28937500000000005 0.088030000000000011 0.08184000000000001 -0.0043499999999999988 0.11901000000000002 -0.26719999999999994 -0.082704999999999987 0.077685000000000018 -0.083684999999999982 -1.0000000180025095e-35 0.091250000000000012 -0.23515499999999998 -0.14218999999999996 0.12641000000000005 -0.048219999999999992 -0.51381999999999983 -0.094679999999999986 0.088360000000000008 -0.40374499999999997 0.12500000000000003 -0.017269999999999997 -0.032484999999999993 -1.0000000180025095e-35 0.11103 0.08844500000000001 0.15297000000000002 0.11930500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 29 -8 -10 11 -11 13 -13 -14 -16 17 -17 -19 27 21 -21 23 24 25 -23 28 -20 -27 -5
right_child=1 2 3 7 -6 -7 8 -9 9 10 -12 12 14 -15 15 16 -18 18 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010174455211796885 -0.00091987022319897226 -0.0010638759119881104 -0.00071924817782192073 0.00069162339901738396 0.0010839120591810852 -0.001148887929335882 -0.0011488903674112931 -0.00066346154389632973 -0.0011488264887435367 0.00070689615120839014 -0.00091502290120821898 -0.0011488427854104957 -0.0011255817155921999 0.00024241266582439308 0.00063980236962647794 0.00063485364272486508 -0.0010581173663593581 -0.0011427173100436647 0.0001564945547752434 -0.000853261710220099 -0.0010945710866474476 -0.00087190569820973977 -0.0011491271147698406 0.0011323883662003355 -0.0010819996418173262 0.00020019391594853914 -0.0011490028141680109 0.00095567977333194836 -0.0011498503942534949 -0.0003650726037843864
leaf_weight=0.0025668993714997859 0.0023995421482867476 0.0016999076855128683 0.0051948954674703165 0.0097834583829232713 0.0015832763644141315 0.0027503415750693696 0.0015300571437357737 0.0017182147862513384 0.0014711885311378117 0.0043717189462526554 0.0019724188680498847 0.0030668621062841508 0.0012806527832154293 0.0022988456287418302 0.0061733415843718683 0.0059400595030894001 0.0015852699000333806 0.0018196721792875644 0.0084943242903392502 0.0034402479570303365 0.0023571021518211657 0.0026427929481087622 0.0014087288118531651 0.0027672270066432794 0.0020686578627646729 0.031693674653955985 0.0012746283159685836 0.0046676932502975896 0.0010273818115820168 0.0018491349478040328
leaf_count=113 275 65 542 312 26 76 183 17 321 101 47 461 17 168 42 92 18 22 57 47 94 45 15 15 14 612 14 71 2 26
internal_value=0 -4.90692e-05 -3.13511e-05 -1.62503e-05 -6.64868e-05 -8.44674e-05 -5.47607e-05 0.000370871 -1.77832e-05 1.06466e-06 1.97883e-05 4.06512e-05 5.97994e-06 -0.000552783 4.41044e-05 6.34677e-05 1.34882e-05 3.78953e-05 -1.78045e-05 1.52952e-05 -9.9511e-05 -4.88787e-05 1.5652e-05 5.52152e-05 -2.17934e-05 3.80673e-05 0.000108808 0.000439912 0.000157805 0.000523649
internal_weight=0 0.120331 0.117932 0.116232 0.102881 0.101298 0.0985474 0.0133508 0.0933525 0.0918225 0.0903513 0.0883789 0.0840072 0.00536571 0.0786415 0.0773608 0.0711875 0.0696022 0.0636621 0.0618425 0.0486804 0.0463233 0.0428831 0.0414744 0.0387071 0.0366385 0.0339957 0.013162 0.0327211 0.0116326
internal_count=3910 3797 3522 3457 3102 3076 3000 355 2458 2275 1954 1907 1806 629 1177 1160 1118 1100 1008 986 858 764 717 702 687 673 628 128 614 338
is_linear=0
shrinkage=0.00114875


Tree=944
num_leaves=31
num_cat=0
split_feature=31 2 123 39 160 159 484 47 1 41 8 15 15 15 12 43 0 12 159 150 4 0 484 48 16 0 16 13 13 2
split_gain=0.00135937 0.00110681 0.00190712 0.00111868 0.00107862 0.000922968 0.000852364 0.00089062 0.00146396 0.000935158 0.00131378 0.000989543 0.00107295 0.00121979 0.00111212 0.00139927 0.000968759 0.000960737 0.00122894 0.00104126 0.00112972 0.000906767 0.000922215 0.000958304 0.00100848 0.00111706 0.000835327 0.000770202 0.00108134 0.001677
threshold=-1.0000000180025095e-35 0.099015000000000006 0.086020000000000013 0.16168500000000002 0.31473500000000004 0.083280000000000007 -0.0043499999999999988 0.13206500000000002 0.12958500000000003 0.080335000000000018 0.079700000000000007 -0.11739999999999999 -0.106555 -0.098459999999999978 0.10129000000000001 -0.11046999999999998 -0.077944999999999987 0.090965000000000018 0.09141500000000001 0.086025000000000018 0.0057500000000000008 -0.23029999999999998 0.087495000000000017 0.093440000000000009 0.081265000000000018 -0.072559999999999986 0.0015250000000000001 -0.5337599999999999 -0.089899999999999994 0.11339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -2 8 9 10 11 -8 -13 -14 15 16 -15 18 19 21 -21 -17 23 24 25 26 -23 -3 29 -29
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 12 13 14 -16 17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00093811750439804821 -0.0010125097187592969 -0.0011519677905728178 0.00087649288917105025 0.00079983157788274749 0.00099193722131407799 0.00027655408279903546 -0.0011007204059656052 -0.0010993283285182056 0.00065189947966916577 -0.001031017856714069 0.00090314560366580913 0.00042742168663564584 -0.0012193599593174212 -0.00051237439158914144 -0.0010487831731527083 0.0010745173660475498 0.00076441087625444973 -0.00082904710298864329 -0.0011974696636796683 -0.001067061718032557 0.00018743633517792648 -0.00021891072212936119 -0.0012191845602238292 0.0011127073603546594 -0.0012192819538363584 0.0012020664579082329 0.00088460008232595815 0.00093993931163599868 -0.00038968539615388749 -0.00035378465719347233
leaf_weight=0.0014209807030027824 0.0031398341230897122 0.0015024114569541771 0.0027582864816917399 0.0011882302187586893 0.0011325442882501582 0.0047844006273525244 0.0025271663502071098 0.0023046161881552498 0.0021834866182715009 0.0029723883774579454 0.001258266100904847 0.002703897046657743 0.0023432469853119633 0.0012383228532595325 0.0028016917553022038 0.0010570155600362193 0.0030790628351766705 0.0050466357957184007 0.0018476495483263902 0.0032796797405758573 0.0015810933800040061 0.01048756964226082 0.0010093145014073981 0.0010413756574507724 0.0011009209848822374 0.0010487312585354671 0.0011291832753528288 0.0025886238097783112 0.020328284287815634 0.003505384555795743
leaf_count=113 479 10 146 5 37 183 130 27 59 85 39 25 43 117 128 12 37 405 73 130 21 662 80 16 36 26 20 40 646 80
internal_value=0 -0.000263302 -9.82294e-05 -0.000370482 -0.000177675 -0.000218172 -0.000395682 -0.000358467 -0.000324138 -0.000368954 -0.000324812 -0.000360477 -0.000314621 -0.000367294 -0.000311442 -0.000248741 0.0003982 -0.000346302 -0.000242995 -0.000161857 -0.000659003 -1.86479e-05 -9.17013e-05 -1.48508e-05 -0.000100146 -2.86773e-06 -0.000111646 -0.000302935 -0.000254658 0.000195766
internal_weight=0 0.0929693 0.0365999 0.0563694 0.0338416 0.0327091 0.0551811 0.0520413 0.0497367 0.0475532 0.0445808 0.0433226 0.0407954 0.0380915 0.0357482 0.0329466 0.00431739 0.0286292 0.0235825 0.0217349 0.00486077 0.0168741 0.0158171 0.0148078 0.0137664 0.0126655 0.0116168 0.0279247 0.0264223 0.00609401
internal_count=3910 3797 1142 2655 996 959 2650 2171 2144 2085 2000 1961 1831 1806 1763 1635 154 1481 1076 1003 151 852 840 760 744 708 682 776 766 120
is_linear=0
shrinkage=0.00121906


Tree=945
num_leaves=31
num_cat=0
split_feature=1213 484 4 2 11 14 474 0 156 454 1374 1 0 133 457 403 0 15 3 40 2 133 42 47 15 0 12 13 43 3
split_gain=0.000317245 0.000340989 0.000429712 0.000379167 0.000353066 0.000379128 0.000355754 0.000640432 0.000606707 0.000345534 0.000365903 0.000397665 0.000682581 0.00071876 0.00048199 0.000371392 0.000348268 0.000886731 0.000610113 0.000514529 0.000424638 0.000345205 0.000334289 0.000330931 0.000306898 0.00030555 0.000303738 0.000493165 0.000319357 0.000250569
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.0037100000000000002 0.15305000000000002 0.088315000000000018 0.077685000000000018 0.084655000000000022 -0.097024999999999986 0.084090000000000012 -1.0000000180025095e-35 -0.095439999999999983 0.076710000000000014 -0.084074999999999997 0.084285000000000013 0.041935000000000007 0.03138500000000001 -0.10575999999999998 0.05377500000000001 0.090325000000000003 0.028705000000000001 0.087995000000000004 0.10599500000000002 -1.0000000180025095e-35 0.096300000000000011 -0.050004999999999994 -0.10071499999999999 0.099680000000000005 0.083175000000000013 -0.078079999999999997 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -11 12 13 -12 15 16 18 19 23 20 24 22 -14 -13 -18 -15 27 28 -24 -20
right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 11 14 21 25 -16 -17 17 -19 29 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016402400106652131 -0.0029882303451772094 -0.0018611228317254968 -3.6711348535787885e-05 0.0021942445355835017 -0.0014800943760801372 -0.0018670405681443793 0.0028840144579563819 -0.00059794232904204357 -0.0021800382022705302 -0.001349031412301576 -0.0035908047380406698 0.0026435072661033397 -0.00079538898117919807 0.0012094916561290051 0.002798688049242176 0.0023646527016474967 -6.1154738388357921e-05 -0.0030736234887533283 -0.0016982449751653072 0.0026658538556680557 0.001542841691669333 -0.0015560290422980036 0.0016478240841624327 0.00039093841507160536 -0.0023997269511141367 -0.0015544765856704544 -0.00068363953032644356 0.0029717071521238874 -0.00059150173649903876 0.00047140754825325553
leaf_weight=0.0015293470861056915 0.001063769752683629 0.0010209525313591419 0.0015813313024066744 0.0010920336493329677 0.0018538769996654372 0.0011905518166255282 0.0016221628878909655 0.0011738545178661122 0.0014533403331111741 0.0017128097458396488 0.0013061413130903707 0.0025460228587599254 0.0016168271565337742 0.0010207098203380838 0.0013277267806079953 0.0013148978913442031 0.0021699177987797224 0.0011565253172172163 0.0010259865894397535 0.0010345527178827751 0.001368560937959451 0.0010308434590873272 0.0017550123208804891 0.0012555118929071796 0.0010853789742029264 0.0010421324970015244 0.0010829701631323019 0.0017201594580456003 0.0015429312111212559 0.0020725350382857499
leaf_count=592 384 54 201 133 129 63 48 226 230 33 252 71 175 31 123 41 148 209 24 24 89 162 72 26 83 116 26 20 53 72
internal_value=0 2.44706e-05 -0.00122371 0.000107854 4.86792e-05 0.000126012 0.00019293 0.00142218 8.77022e-05 0.000193306 0.000262786 0.000359738 -0.00013326 -0.00150655 0.00072495 0.000541758 0.000366992 -0.000208747 0.000935629 0.000376806 -0.00013535 0.000395568 0.000656234 0.00189956 -0.00084088 -0.000186844 0.00104092 0.00141311 0.000600163 -0.000247011
internal_weight=0 0.04224 0.0026451 0.0395949 0.0385029 0.036649 0.0354585 0.00279602 0.0326624 0.0312091 0.0301882 0.0284753 0.0121177 0.00336898 0.0163576 0.0150299 0.013715 0.00681494 0.00690006 0.00565841 0.00462386 0.00874874 0.0077179 0.00380153 0.0032553 0.00206284 0.00610107 0.0050181 0.00329794 0.00309852
internal_count=3910 3318 585 2733 2600 2471 2408 274 2134 1904 1850 1817 907 399 910 787 746 553 193 344 320 508 346 97 231 147 171 145 125 96
is_linear=0
shrinkage=0.00359063


Tree=946
num_leaves=31
num_cat=0
split_feature=9 2 123 160 1446 151 16 13 13 132 15 52 1 14 2 41 159 15 0 52 15 42 133 457 3 12 47 1375 4 1186
split_gain=0.00184623 0.00114594 0.00165891 0.00115205 0.00105884 0.00109017 0.0015588 0.00105635 0.00138998 0.00147016 0.00125107 0.00118476 0.00108748 0.0012359 0.000991367 0.00120248 0.00103989 0.00105519 0.00222954 0.00121695 0.00162499 0.00154269 0.00122803 0.00121639 0.00160709 0.00142609 0.00129698 0.00139243 0.00105994 0.00100005
threshold=-0.016839999999999997 0.099015000000000006 0.086020000000000013 0.31473500000000004 0.091660000000000005 -0.40391999999999995 -0.54165499999999989 -0.5337599999999999 -0.089899999999999994 0.079995000000000011 -0.074174999999999977 0.11743500000000003 0.10617500000000001 -0.46637499999999993 -0.10017999999999999 0.078535000000000008 0.10392000000000001 -0.0063699999999999989 -0.017269999999999997 0.10599500000000002 0.035895000000000003 0.08401500000000002 0.086115000000000011 0.082870000000000013 0.090325000000000003 0.085185000000000025 0.10783500000000001 -0.012944999999999998 -0.013929999999999998 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -7 -8 11 10 12 -9 -10 -14 -2 16 17 18 23 20 22 29 -19 26 25 -25 27 -16 -23 -22
right_child=1 2 -4 -5 -6 6 7 8 9 -11 -12 -13 13 -15 15 -17 -18 19 -20 -21 21 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010849228135711246 0.00027709973921674576 -0.0012289643487042195 0.00086791621202235642 0.0011143036935678627 -0.0013461297996014898 0.001288482861525849 -0.0011938092105675127 0.00070148639150758522 -0.00078087912845261839 0.00063643498420152384 -0.00068448983457736971 -0.00065334136438924728 -0.00048454671819680442 0.00090499057763736919 0.00014951128687675826 -0.0013362555556779396 -0.0013453420558985052 0.00070854771468066579 0.001191088313180829 -0.0013461080327952745 -0.00091758268179765968 -0.00025553624849962805 -0.00070897059456608274 -0.0011764733693431951 0.00057600201461631298 0.00039462906045440669 -0.00027027762499146009 -0.0012023900032676956 0.00092254228119136635 0.00046601903313045001
leaf_weight=0.0018060143496558814 0.0036040663236498452 0.0017143601442057834 0.0029097944702716197 0.0011894787283175381 0.0014815329970900839 0.0013493996878111104 0.0017870956688739162 0.0053165063836289042 0.0021034954440857156 0.0027049233381788431 0.012169220187989726 0.0014989348034610828 0.0018734220346914299 0.0030431241239341489 0.0015653971027198574 0.0026491858882913269 0.002055902035244638 0.005923682484096914 0.0012807369207621369 0.0014496603501878971 0.0068863836325938621 0.0037593430306168685 0.001361636845887304 0.0032472032150323571 0.0030803501604168559 0.0015444119410972235 0.0056122314320177216 0.01166531045709851 0.0021891872846708802 0.0010971187763288981
leaf_count=121 123 29 146 37 53 49 10 117 131 89 347 41 17 68 67 97 166 85 11 238 531 396 20 67 24 29 116 640 13 32
internal_value=0 -0.000288391 -0.000109845 -0.000188371 -0.000232589 -0.000183432 -0.000127148 -0.000189786 -0.000127288 -0.000292522 -0.000423468 0.000403516 2.90116e-05 0.000375515 -0.000406896 -0.00045142 -0.000406956 -0.000368876 -0.000543659 -0.000153003 -7.14852e-05 -0.000340839 0.000443611 -0.000626825 -0.000182482 -0.000670083 -0.000812457 -0.00104244 0.000178022 -0.000727444
internal_weight=0 0.0981131 0.0391413 0.0362315 0.035042 0.0335605 0.0318461 0.0304967 0.0287096 0.0218942 0.0191893 0.00681544 0.00702004 0.00491655 0.0589718 0.0553677 0.0527186 0.0506627 0.0279956 0.022667 0.0212174 0.013932 0.00728532 0.0267149 0.00787197 0.00479162 0.0188429 0.0132307 0.00594853 0.0079835
internal_count=3910 3789 1134 988 951 898 869 820 810 652 563 158 216 85 2655 2532 2435 2269 954 1315 1077 972 105 943 120 96 823 707 409 563
is_linear=0
shrinkage=0.00134594


Tree=947
num_leaves=31
num_cat=0
split_feature=31 52 133 1 151 151 0 14 16 13 1 124 157 0 51 52 3 47 123 130 1 4 43 4 12 124 3 47 403 1
split_gain=0.00136933 0.00105861 0.00122981 0.0010679 0.001148 0.0010775 0.00100657 0.000942003 0.000833303 0.000785629 0.000961429 0.000880621 0.000946343 0.000953176 0.000953324 0.00141236 0.000909741 0.0010601 0.000755223 0.00110296 0.000849309 0.000846683 0.00104837 0.00102233 0.00120704 0.000938257 0.000865057 0.00154669 0.00106872 0.000853498
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10113500000000002 -0.40391999999999995 -0.098594999999999988 1.0000000180025095e-35 0.077685000000000018 -0.54165499999999989 -0.077154999999999987 0.11649500000000002 0.51367000000000018 -0.062769999999999979 -0.053834999999999994 0.12190000000000002 -0.077699999999999977 -0.10315499999999998 0.096475000000000019 0.091310000000000016 0.085970000000000005 0.096230000000000024 -0.51381999999999983 -0.15969999999999998 -0.41745999999999994 0.10214500000000001 -0.085379999999999984 -0.115685 1.0000000180025095e-35 -1.0000000180025095e-35 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 -7 10 -10 12 -11 14 15 -14 -17 -18 19 20 21 22 -4 -23 25 -25 29 28 -28 -27
right_child=1 2 3 4 5 6 -8 -9 9 11 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0011308267125777769 -0.0011215840222065616 -0.0011607963038225424 0.00018325068420882475 -0.0011349728998670625 0.0013030800046393174 0.0011428305637195635 0.0011954967534286581 -0.0013729681812364343 3.9995749682763416e-06 0.00064654407308360057 0.0010655470276508512 0.00096424805402835028 0.00072285526786839544 -0.0010600848001200561 -0.00091672667640003253 0.00055897373712755912 -5.3916813434011836e-05 -0.001350573165586292 0.0008668903854982022 -0.0011880202116737331 -0.00077500267373224881 0.00078840813542265745 -0.0013732530983294482 0.00124395622056752 -0.001323516706615169 5.5567938339714196e-05 -0.0011290815865801858 -0.0013730842167805619 5.5952975667881069e-06 0.0010967301955735068
leaf_weight=0.0018438050476001768 0.0017505274369775661 0.0018145827950468698 0.0014157678051560652 0.001200087139892502 0.0016785756949815314 0.0013841791910351687 0.0016992088879348435 0.0011433796293491829 0.0037680303146316865 0.0022745335618878917 0.0028051157244171065 0.0013710928558339211 0.0036465307833672949 0.0025970620364770365 0.0024310797163877842 0.0015672374288442327 0.0026023654226392549 0.0021871234611126056 0.001440625062059552 0.0018273972271614083 0.0032716544946325135 0.0029187277835127567 0.0019238713543945274 0.0010952118451541528 0.0013629126960723595 0.0045828059548966736 0.0016730460632015101 0.0018332658961930362 0.024112459594626292 0.0021945687291093918
leaf_count=113 275 229 8 27 39 41 94 93 84 45 143 6 63 58 32 10 64 51 20 276 97 59 35 23 157 47 574 152 962 33
internal_value=0 -6.49569e-05 -4.28905e-05 -1.81547e-05 0.000181701 0.00023435 0.000171035 -0.000140959 0.000105677 4.88214e-05 0.000457019 -9.48387e-05 -0.000178747 -0.000303629 -0.000145634 4.17641e-05 -0.000348943 -0.000646036 -0.000112589 -0.000141857 -0.000100641 -4.94664e-05 -0.000713407 6.28305e-06 -5.56585e-05 -6.97114e-06 -4.68021e-05 -0.000154653 -6.80262e-05 0.000392705
internal_weight=0 0.085573 0.0838225 0.0820079 0.0312122 0.0300121 0.0283336 0.0507957 0.0266344 0.0252502 0.00657315 0.018677 0.0173059 0.0150314 0.0124343 0.0100033 0.00635673 0.00478949 0.0496523 0.0482117 0.0463843 0.0431126 0.00333964 0.039773 0.0368543 0.0354914 0.0343961 0.0276188 0.0257855 0.00677737
internal_count=3910 3797 3522 3293 757 730 691 2536 597 556 227 329 323 278 220 188 125 115 2443 2423 2147 2050 43 2007 1948 1791 1768 1688 1536 80
is_linear=0
shrinkage=0.00137286


Tree=948
num_leaves=31
num_cat=0
split_feature=51 39 1 3 48 51 50 2 4 15 41 4 15 52 160 160 3 3 15 15 1 12 52 1 124 40 1 4 1 52
split_gain=0.000297222 0.000499283 0.000489083 0.000427988 0.000499165 0.000653644 0.000520647 0.000484351 0.000756031 0.00047542 0.000399266 0.000434089 0.000804935 0.000509591 0.000418938 0.000499845 0.000452778 0.00051634 0.000899312 0.000515929 0.000588118 0.000763081 0.000612753 0.00053672 0.000389825 0.000314152 0.00028512 0.000916261 0.000193193 0.000110951
threshold=-0.40274499999999996 0.005105000000000001 0.086245000000000002 0.30601500000000009 0.12649500000000002 0.13741000000000003 0.10625000000000001 0.106285 -0.49837999999999999 0.024640000000000006 0.078535000000000008 0.27020000000000005 -0.11739999999999999 -0.15422999999999998 -0.092169999999999988 0.097500000000000017 0.090325000000000003 -0.100615 0.079360000000000014 0.088345000000000021 0.095575000000000007 0.086935000000000012 0.071660000000000015 0.086560000000000012 -0.087894999999999987 -0.069954999999999989 0.10617500000000001 -0.41745999999999994 0.11052000000000002 -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 -6 7 8 -2 26 11 12 -10 -14 -15 16 17 18 29 20 21 22 23 -19 -4 -26 27 -9 -28 -16
right_child=1 2 24 -5 5 -7 -8 9 10 -11 -12 -13 13 14 15 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0013346304178848364 -0.0024967374333588199 -0.00058068216241119897 -0.00020071406295815432 0.0019117488009786458 -0.0032526399476105841 0.00013638124191150857 -0.0020820410631587883 0.0026483233232589363 -0.0028365871391465105 -0.00082914217946084359 -0.0018489146044409458 0.0019340753205352669 -0.0016850997140842668 -0.0014596623514104335 0.0018403106816341581 -0.0013421184813621279 0.00181265701184358 -4.8926722336950195e-06 -0.0010547667976326105 0.0013416755618470893 0.0014937974796749894 -0.0032522895973363546 0.0013081457419118964 -0.0028009245134896828 0.0011571928299710312 0.0032335144444939567 0.0031177240611695838 -0.0012849799237428666 0.0013023994058114908 0.0032526127272038542
leaf_weight=0.0017979562791046169 0.0014394971400304357 0.0016987243504074092 0.0010771576482619949 0.0010561880445836272 0.0012475226536561293 0.0011630856814903723 0.0013231178266108748 0.0011314775317003978 0.0010597265530231026 0.0015051858838255328 0.0012587071014369391 0.0012026345367175386 0.0016011671869400257 0.0014301833732788807 0.0012525890942771678 0.0016188114046931093 0.0025359273939145064 0.0016742031720540541 0.001101458351005391 0.0020193478665523346 0.0012520787542662504 0.0012166382835977485 0.0015478116754118476 0.0012822202086937295 0.0017579385948478521 0.0013723909224916397 0.0010078098222194853 0.0014032137336010822 0.0016115165698309397 0.0011093954988154924
leaf_count=145 101 78 54 139 58 24 350 38 154 111 101 64 187 252 35 145 37 212 73 381 30 340 185 52 225 82 54 103 83 17
internal_value=0 1.56768e-05 0.000892162 -0.000127915 -0.000189474 -0.00161748 -8.38302e-05 7.42165e-07 -0.000209862 0.000778819 -6.77405e-05 3.46132e-05 -7.5734e-05 7.32211e-05 0.000229278 0.000374698 0.000560081 0.000305062 0.00137199 -0.000105872 -0.000525077 -0.000966931 -0.000349633 -0.00121755 0.00148681 0.00206749 0.00124841 0.000470833 0.00200086 0.00250365
internal_weight=0 0.0419577 0.00590621 0.0360515 0.0349953 0.00241061 0.0325847 0.0312616 0.0246024 0.0066592 0.0231629 0.0219042 0.0207016 0.0196418 0.0180407 0.0166105 0.0149917 0.0124557 0.00346344 0.0089923 0.00697295 0.00572087 0.00450424 0.00295642 0.00420749 0.00313033 0.00515402 0.00253469 0.00261933 0.00236198
internal_count=3910 3765 439 3326 3187 82 3105 2755 2366 389 2265 2164 2100 1946 1759 1507 1362 1325 125 1200 819 789 449 264 361 307 278 141 137 52
is_linear=0
shrinkage=0.00325215


Tree=949
num_leaves=31
num_cat=0
split_feature=31 2 123 13 13 132 38 50 50 401 457 39 457 484 47 1 41 11 150 160 150 0 3 0 150 1 0 48 48 3
split_gain=0.00195379 0.00146382 0.00164196 0.00151349 0.00152548 0.00168149 0.00148896 0.00117604 0.00124207 0.00160667 0.00117337 0.00134561 0.00136769 0.00139394 0.00117123 0.00162209 0.00115174 0.00114798 0.00110324 0.00109686 0.00104706 0.00130913 0.000992242 0.00172332 0.000965728 0.000964829 0.00149719 0.000993328 0.000965915 0.000935215
threshold=-1.0000000180025095e-35 0.099015000000000006 0.086020000000000013 -0.5337599999999999 -0.089899999999999994 0.079995000000000011 0.093975000000000017 0.10119500000000002 0.10030500000000002 0.083100000000000021 0.53894500000000012 0.16168500000000002 0.088055000000000008 -0.0043499999999999988 0.13910500000000003 0.12958500000000003 0.083565000000000014 0.082245000000000013 0.094545000000000018 -1.0000000180025095e-35 0.090480000000000019 -0.23029999999999998 0.090325000000000003 -0.08317999999999999 0.15024000000000001 0.10305000000000002 0.10302000000000001 0.14226500000000003 -0.033554999999999995 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 18 17 8 9 10 11 12 13 -2 15 16 20 19 25 -5 21 -15 23 -14 -20 26 -6 28 -27 -23
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12 -13 22 14 -16 -17 -18 -19 24 -21 -22 29 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0013333472629475434 -0.0014861886273072236 -0.0012800236950809161 0.0010975854004756341 -0.00018013833973132634 -0.0013425803549537529 0.00086880059375442039 -0.0010598148186682834 -0.0013428389599425736 0.0014457506749205381 -0.001467786015081947 -0.0014863346619606785 0.0014867750862011379 -0.0014553784078574022 0.00094530460279708308 -0.0014864251093674515 0.00095362160479130339 -0.0014792100162133023 -0.00037959256324693379 0.00091118993027198571 0.0012685251045862606 -0.00108941925823794 0.00058126784731258739 0.0014863778618322597 0.00097873704347241049 -0.00046211268944402507 -0.0012207949843029307 -5.8496271067893877e-05 -0.00099543367835332446 0.00033291484334500019 -0.00025453999797562594
leaf_weight=0.0022372688716885128 0.0018871579934822682 0.0018011447750723155 0.0036114810748415485 0.0014027890892123213 0.0044824296565053601 0.0036287064506055336 0.0010801464700023198 0.0019943638727988313 0.0010167664584059813 0.0021618334442901057 0.0014375164955708888 0.001118755413699545 0.0010318809214240332 0.0024608863276966838 0.0014729424237884805 0.0028076883286018975 0.0015291657529488125 0.0015690863906456807 0.0031008759783830433 0.006512274387077353 0.0025335265709820467 0.0032620259992199715 0.0017762691507385853 0.0017012525898429933 0.0017798105982365087 0.0010047142739040291 0.003628132435586906 0.0021116106641443375 0.0073297429022147744 0.031546798650249147
leaf_count=113 322 13 146 44 368 99 14 334 4 245 13 4 49 27 12 52 57 27 59 107 114 44 12 20 6 13 46 34 166 1346
internal_value=0 -7.03804e-05 0.000138544 5.07071e-05 0.000114401 -7.25247e-05 0.000593312 -0.000220915 -0.000182166 -0.000211344 -0.000161565 -0.000125721 -0.000160406 -0.000234655 -0.000182875 -0.000139376 -0.000213623 0.000781585 -0.000218266 0.00101178 -0.000165002 -0.000102161 0.000621703 5.97489e-05 0.000410396 -0.000383615 -0.000768166 -8.50404e-05 0.000145616 -0.000176214
internal_weight=0 0.102782 0.0430429 0.0394315 0.0376303 0.027066 0.0105643 0.0597388 0.0577445 0.0567277 0.0545659 0.0531284 0.0520096 0.0475002 0.045613 0.0441401 0.0413324 0.00948415 0.0234373 0.00791506 0.0398032 0.0372697 0.0045094 0.00273313 0.00488069 0.0185566 0.00811056 0.0104461 0.00833446 0.0348088
internal_count=3910 3797 1142 996 983 791 192 2655 2321 2317 2072 2059 2055 1974 1652 1640 1588 178 692 151 1531 1417 81 69 65 627 414 213 179 1390
is_linear=0
shrinkage=0.00148603


Tree=950
num_leaves=31
num_cat=0
split_feature=150 448 15 484 48 150 14 157 156 129 0 15 48 133 160 50 42 49 4 48 4 15 0 4 42 52 3 49 4 1
split_gain=0.000325008 0.000538483 0.000522605 0.000515615 0.000495838 0.00049601 0.000440692 0.000545904 0.000429205 0.000451933 0.000419111 0.000641313 0.000380816 0.000436739 0.00057719 0.000527069 0.00053427 0.000670513 0.000470175 0.000614895 0.000539136 0.000423532 0.000413951 0.000374509 0.00034723 0.000627854 0.000264156 0.000261775 0.000228593 0.000197164
threshold=0.075065000000000007 -0.037059999999999989 -0.074174999999999977 -0.0043499999999999988 0.095090000000000022 0.090480000000000019 0.073890000000000011 -0.073574999999999988 0.097460000000000019 0.088750000000000009 -0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088160000000000002 0.088115000000000013 -0.0019649999999999997 0.17888000000000001 0.10361000000000002 -1.0000000180025095e-35 -0.07142999999999998 -0.084304999999999977 -0.034289999999999994 0.093785000000000021 0.024145000000000003 -0.015794999999999997 -0.081419999999999979 0.08734500000000002 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=3 -2 4 -1 5 26 7 23 9 10 12 -12 -9 22 -15 16 17 -16 20 -20 -19 -18 -14 -5 25 -13 -3 -4 -23 -22
right_child=1 2 27 6 -6 -7 -8 8 -10 -11 11 24 13 14 15 -17 21 18 19 -21 29 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023999148547008404 0.0035741724252747681 0.0030410833157202399 0.00031412129826401217 5.2220687425898307e-05 0.0035639975212803415 -0.0016057443435492382 -0.0028340150040149377 -0.0025918255856055014 -0.0028561030629744729 -0.0027915277932259942 0.0040280383542998059 0.0026658022428494455 -0.0032342630469788963 -0.002106127773392369 -0.003176607030037287 0.0031241885073196333 -0.00049544703145140202 0.00086283280064128223 0.0038785258132329886 -0.00063069880292013041 -0.003139034182211791 0.0013678774045721208 -0.00022987369447256177 0.0029207533797081654 -0.001721635835708178 -0.00065044271798352126 0.00036081826316987879 -0.0023481918014943226 0.0038965334499207836 -0.00082838246070564563
leaf_weight=0.0018431185513058104 0.001000832231757621 0.0011053113681613888 0.0011385793808935674 0.0014834940628118964 0.0011127261310619474 0.001427223228404273 0.0010195219346771358 0.0012036207927086364 0.0010464465599895325 0.0010683201573381531 0.0010073249789426253 0.0019310396803611301 0.0014363550342023634 0.0017713911910358102 0.0013049537158842401 0.0011879762696125349 0.0012745504540698782 0.0023339797530083041 0.0011331342421039281 0.0010143643935371927 0.0012355422490236646 0.001451638109518206 0.0018663121443511779 0.0017626860537037761 0.0011139751774162931 0.002119484408360961 0.0015826822328222079 0.0015348074444272433 0.0011216560295155276 0.0013876188201820128
leaf_count=575 79 58 83 113 43 71 93 68 148 189 79 56 390 267 44 144 90 206 57 30 84 151 317 169 33 38 73 119 16 27
internal_value=0 0.000666937 0.000298688 -0.000235706 0.00107239 0.000398679 -0.000112116 -2.33318e-05 -0.000212608 -0.000110014 6.14361e-07 0.000957391 -0.000298784 -0.000149754 0.000151227 0.000448627 0.000189315 -0.000404805 0.000104309 0.00174861 -0.000608023 0.00148778 -0.00153651 0.00160984 0.000358468 0.000930538 0.00146295 -0.00121433 0.00247008 -0.00191673
internal_weight=0 0.00890216 0.00790133 0.0341185 0.00522794 0.00411522 0.0322754 0.0312559 0.0280097 0.0269632 0.0258949 0.00617182 0.0197231 0.0185195 0.0152168 0.0134454 0.0122574 0.00840959 0.00710464 0.0021475 0.00495714 0.00384784 0.00330267 0.00324618 0.0051645 0.00405052 0.00268799 0.00267339 0.00257329 0.00262316
internal_count=3910 526 447 3384 245 202 2809 2716 2434 2286 2097 206 1891 1823 1116 849 705 448 404 87 317 257 707 282 127 94 131 202 167 111
is_linear=0
shrinkage=0.004207


Tree=951
num_leaves=29
num_cat=0
split_feature=1 0 159 13 128 147 11 131 52 3 39 47 4 48 16 1 160 133 13 42 0 16 12 52 124 12 3 3
split_gain=0.000310785 0.00058694 0.000409816 0.000437011 0.000375586 0.000321313 0.000409379 0.000387769 0.000520142 0.000427189 0.000473696 0.000462652 0.000352761 0.000844621 0.000427716 0.000345043 0.00072232 0.000292679 0.000276235 0.000227779 0.000414696 0.000388823 0.000578375 0.000387536 0.000215998 0.000168029 0.000163903 0.000130636
threshold=0.076710000000000014 -0.084074999999999997 0.073745000000000019 -1.0000000180025095e-35 0.086435000000000012 0.089090000000000016 0.08184000000000001 0.097135000000000013 -0.24456499999999998 -0.10315499999999998 0.005105000000000001 0.09252500000000001 0.0057500000000000008 0.086285000000000014 -0.088144999999999987 0.11215000000000001 0.088785000000000017 0.084285000000000013 -0.10023999999999998 0.091955000000000023 0.18055000000000002 -0.083564999999999987 0.088325000000000015 -0.094124999999999986 -0.087264999999999981 0.095295000000000019 0.10856000000000002 -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
left_child=1 17 4 -4 5 6 7 8 -2 -10 11 12 13 14 -11 16 -14 -1 -19 20 21 27 -23 -24 -12 -25 -13 -3
right_child=2 19 3 -5 -6 -7 -8 -9 9 10 24 26 15 -15 -16 -17 -18 18 -20 -21 -22 22 23 25 -26 -27 -28 -29
leaf_value=-0.0032665957955687803 -0.0024127571662678187 0.0001499348530606627 0.003053936639469157 -6.3093696403922892e-05 -0.002329795871158918 0.0020832272777520323 -0.0019705044886995701 0.0027216264659719481 0.002601641289328405 0.0019655601985503054 4.991983053963861e-05 -0.0031658305565447336 -5.6894647236773259e-05 -0.0037199240011679194 -0.0010545619769280262 -0.00071221039185644975 0.0044652152381655765 0.00082698106089431169 -0.0023111650528780058 -0.0016129427011363549 0.0026430524823929328 -0.0030655102844551738 0.0020931276276078864 0.00024726254789367459 0.0026363396953892936 -0.0022918645475741794 -0.00097639373480252003 0.002264986409613829
leaf_weight=0.0019246893471880919 0.0015704609991820063 0.0010179458185559653 0.0019651421739861341 0.0016486263809074577 0.001284388400264457 0.0015960040581566295 0.0019007996697388832 0.0011445790816320125 0.0014373114973764639 0.0018425458946289509 0.001003702437039955 0.0012093000686004282 0.0015554232759171782 0.0013204323170228349 0.0018968715087517444 0.0014088547376105431 0.0012862149169450277 0.0010175756115700096 0.0012408433694897636 0.0014864510622307767 0.0012627588681652924 0.0015816564338944064 0.0013211241327866228 0.0010581396316262639 0.0017936790191892529 0.0010204292017519379 0.0015614728732487038 0.0013593053839899847
leaf_count=570 96 33 246 134 148 110 172 101 74 64 52 70 32 57 280 52 11 16 423 294 18 206 102 169 156 104 47 73
internal_value=0 -0.000580956 0.00023103 0.00163193 1.84266e-05 0.000152308 5.07841e-06 0.000202399 4.1189e-05 0.000277391 5.28608e-05 -0.000330463 0.000146148 -0.000650344 0.000433561 0.0010943 0.00198995 -0.00198739 -0.000897211 1.09435e-06 0.000279378 -0.000126235 -0.000835185 0.00020244 0.00170833 -0.000999268 -0.00193197 0.00135932
internal_weight=0 0.0142909 0.0274258 0.00361377 0.023812 0.0225277 0.0209316 0.0190308 0.0178863 0.0163158 0.0148785 0.0120811 0.00931034 0.00505985 0.00373942 0.00425049 0.00284164 0.00418311 0.00225842 0.0101078 0.00862136 0.0073586 0.00498135 0.00339969 0.00279738 0.00207857 0.00277077 0.00237725
internal_count=3910 2008 1902 380 1522 1374 1264 1092 991 895 821 613 496 401 344 95 43 1009 439 999 705 687 581 375 208 273 117 106
is_linear=0
shrinkage=0.0044645


Tree=952
num_leaves=30
num_cat=0
split_feature=1213 1456 2 3 52 15 13 2 2 4 0 12 16 48 12 39 52 457 157 42 49 0 12 160 2 403 43 4 133
split_gain=0.000302858 0.000310939 0.000342432 0.000588757 0.000403753 0.000801244 0.000459924 0.000500353 0.000675932 0.000416499 0.000482496 0.00045755 0.000413504 0.00039812 0.000430194 0.000383069 0.000323724 0.00030436 0.000282649 0.000264622 0.000312911 0.000440379 0.00103204 0.0003722 0.000349465 0.000293812 0.000238643 0.000218828 6.88897e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12238000000000002 0.045635000000000002 0.11401500000000002 -0.03231499999999999 -0.094679999999999986 0.11230000000000001 0.10946500000000002 -0.48072499999999996 -0.017269999999999997 0.084695000000000006 -0.070594999999999977 0.096065000000000025 0.085665000000000005 0.087990000000000013 0.12897500000000003 -0.066264999999999991 -0.082104999999999984 -1.0000000180025095e-35 -0.081419999999999979 -0.074249999999999997 0.084100000000000022 0.043720000000000009 -0.0050599999999999994 0.03138500000000001 -0.089604999999999976 0.15927500000000003 0.070680000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 9 -8 15 -12 -9 14 -3 17 -5 -11 -19 25 26 22 23 24 -22 -20 -21 28 -16
right_child=1 2 3 16 5 -7 7 12 -10 10 11 -13 -14 -15 27 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0016435744737274796 -0.0016347460964368753 -8.1636797817841796e-05 0.002527176893325044 -0.0011745662309231451 0.00033898042974873813 -0.0035909302541026768 -0.0021153990805578638 -0.0029380884453392695 0.0025417749610105408 -0.0019599141031189861 0.0032838176509862927 -8.8731275160262957e-05 -0.00021774993002083608 -0.00080089529970191599 0.0019841144801766111 -0.0022961843719200973 0.0012429546981411928 -0.0015814034755294523 -0.0016758158753072321 0.0029956425367951363 -0.00038554536782916507 0.0018296678610777671 -0.0028989330440232653 -0.00090750567241859007 0.0021834997981980495 0.00061858921305849696 0.00060220857511603337 0.0031751636045723578 0.00070975481560334717
leaf_weight=0.0014548505667840708 0.001403496346382759 0.0018182264143793416 0.0019132472418670323 0.0015276992249892984 0.0015397207212481945 0.0011826046182648034 0.0012790186523794411 0.0014264011072100402 0.0012975552061709186 0.0010118552199980266 0.001059924509790657 0.0010155771058322216 0.0014555077016791254 0.0014116385532059184 0.0011071867618659414 0.0010564256643621475 0.0013409699384112628 0.0012058284225309199 0.0017002155836736707 0.0010159478353970464 0.0010415085840449478 0.0016358322386920126 0.0014576748117691718 0.0014637816958140704 0.0019812965042824643 0.0012475650558555484 0.0011395038791430787 0.0013933073728775724 0.0010807565531081309
leaf_count=592 332 109 224 131 192 193 125 55 55 153 82 31 81 52 41 79 34 148 396 26 31 135 280 41 87 104 54 26 21
internal_value=0 2.47953e-05 8.64022e-05 0.000984437 -4.36309e-05 -0.00136821 7.5367e-05 -0.000162826 3.31309e-05 -0.000135423 5.01049e-06 0.00163357 -0.00156418 0.000896891 0.00134076 -0.000206808 -4.44872e-05 -5.86795e-05 7.98296e-05 0.000237766 0.000523154 0.000179886 -0.000274127 0.000578663 0.00129833 -0.000704774 0.00173033 0.00206292 0.00135463
internal_weight=0 0.0392103 0.0378068 0.00478192 0.0330249 0.00272233 0.0303025 0.0234914 0.0206095 0.019312 0.0180329 0.0020755 0.00288191 0.00681112 0.00539948 0.0159574 0.00286867 0.014901 0.0138892 0.0126833 0.00973555 0.00758009 0.00594426 0.00448659 0.00302281 0.00294778 0.00215545 0.00358125 0.00218794
internal_count=3910 3318 2986 389 2597 385 2212 1963 1827 1772 1647 113 136 249 197 1534 165 1455 1302 1154 654 574 439 159 118 500 80 88 62
is_linear=0
shrinkage=0.00359063


Tree=953
num_leaves=31
num_cat=0
split_feature=31 158 52 133 401 147 1348 14 52 123 2 157 484 124 13 3 52 2 403 4 0 0 48 457 133 16 1 4 1375 2
split_gain=0.00132068 0.00103904 0.00107234 0.000994059 0.00095335 0.000960374 0.00098437 0.00134441 0.00113955 0.00138238 0.00141776 0.000960646 0.00140908 0.00109029 0.0012522 0.00122989 0.00119491 0.00120796 0.0010078 0.00100654 0.000994905 0.00154421 0.000952492 0.000953318 0.000947441 0.000893184 0.000872504 0.000757962 0.000693644 0.000670896
threshold=-1.0000000180025095e-35 0.11015500000000002 -0.51745999999999992 -0.26719999999999994 0.10072000000000002 -1.0000000180025095e-35 0.093200000000000019 0.077685000000000018 0.28122000000000008 1.0000000180025095e-35 0.094825000000000007 -0.14704999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091849999999999987 -0.14218999999999996 0.11588000000000002 0.097940000000000013 -0.088854999999999976 -0.23071499999999998 -0.070894999999999986 -0.10575999999999998 0.084500000000000006 -0.0015249999999999997 0.083815000000000014 0.099280000000000021 0.076710000000000014 -0.013199999999999998 -0.43271999999999994 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 2 -2 -4 5 -5 7 8 9 11 -11 -7 -13 -14 16 -16 17 26 -17 -20 21 22 29 -24 -23 -10 -15 -26 -25 -21
right_child=1 -3 3 4 -6 6 -8 -9 25 10 -12 12 13 14 15 18 -18 -19 19 20 -22 24 23 28 27 -27 -28 -29 -30 -31
leaf_value=0.0012144486070204876 -0.0011854812607166915 -0.0012826807814401413 -0.0011468489694620321 -0.0012311339319511401 -0.0013120405732773483 0.001248602456172754 0.0013732033818195544 -0.0010816309335872044 -0.00098449718201287805 -0.00044760018671263877 0.001213455894618678 -0.00088910433600374928 -0.00077593308296425789 -0.0002640379479350769 0.00062446960262757414 -0.0013627354484461618 -0.00089040088661294513 0.0010824054044285664 -0.00087490576411469181 0.00079454554612384766 0.00052842300891248217 -0.00096684324533672489 -0.00099927742206317371 -0.0004724649521567519 0.00064287806747757848 0.00038547521375524742 0.00071962939126420696 -0.00066068516171827922 0.00055309372775582657 -0.00021109613902569086
leaf_weight=0.0015493995290429821 0.0015212449001564812 0.0013000726971004175 0.0014484253371485059 0.0011357248639711761 0.0010257562545215029 0.0012174213252231772 0.0010307630957697702 0.0020205985186478861 0.0032844388822248485 0.0013008075408436062 0.0037907031594794915 0.0030641980808661087 0.0027300364570095317 0.0034999176002585841 0.0048766226620813166 0.0011772831616194681 0.0011075558936184402 0.0054185434255256126 0.0026578054189201191 0.0049103161227321678 0.0055634701901788172 0.0049812235822748203 0.0019661408944102732 0.0021316445754564484 0.0016436718802737005 0.0012339327270431966 0.0033037856185771375 0.0017208646866126998 0.0029816266590216856 0.0016774548536204748
leaf_count=113 275 166 221 35 192 29 25 88 310 51 160 362 57 86 92 366 26 115 61 75 134 451 29 14 108 18 53 136 37 25
internal_value=0 -6.59395e-05 -4.46843e-05 -2.08789e-05 1.94592e-06 2.1084e-05 4.16087e-05 2.15009e-05 5.51514e-05 0.000103872 0.00078908 4.22652e-05 1.57616e-05 6.87281e-05 0.000115202 -1.69802e-05 0.000475047 0.000598781 -0.000116565 -6.80407e-05 9.72466e-06 -0.000121369 0.000162772 -0.000186842 -0.000586685 -0.000610368 0.000213618 -2.38574e-05 0.000125554 0.000538477
internal_weight=0 0.0757221 0.074422 0.0729007 0.0714523 0.0704266 0.0692908 0.0682601 0.0662395 0.0617211 0.00509151 0.0566296 0.0554122 0.052348 0.0496179 0.0362881 0.0133298 0.0122222 0.0314115 0.0302342 0.0275764 0.0220129 0.0136672 0.00707941 0.00834576 0.00451837 0.0068037 0.00336454 0.00511327 0.00658777
internal_count=3910 3797 3631 3356 3135 2943 2908 2883 2795 2467 211 2256 2227 1865 1808 1528 280 254 1436 1070 1009 875 180 80 695 328 139 244 51 100
is_linear=0
shrinkage=0.00137286


Tree=954
num_leaves=31
num_cat=0
split_feature=9 2 1446 1 133 123 4 44 0 42 52 0 151 16 1375 40 47 128 4 12 43 12 3 49 13 3 48 16 4 4
split_gain=0.00129192 0.00121167 0.00136332 0.00131313 0.0014082 0.00156938 0.00139482 0.00169182 0.00134329 0.00116229 0.00115556 0.00125732 0.00123083 0.00128159 0.00113208 0.00120298 0.00121168 0.00133927 0.00162769 0.0012653 0.00113262 0.000959567 0.00124283 0.000939201 0.00093192 0.00105991 0.000916437 0.000876748 0.000935603 0.00103623
threshold=-0.016839999999999997 0.089910000000000004 0.091660000000000005 0.083370000000000014 -1.0000000180025095e-35 0.086020000000000013 -0.065054999999999988 0.088980000000000017 -0.053834999999999994 0.086825000000000013 1.0000000180025095e-35 -0.15007499999999999 -0.044604999999999992 -0.088734999999999994 -1.0000000180025095e-35 0.028705000000000001 0.086425000000000016 0.086435000000000012 0.22584000000000001 0.10333000000000002 0.0033500000000000005 0.085665000000000005 -0.082204999999999986 -0.084114999999999981 -0.084184999999999996 -0.078994999999999982 0.08407000000000002 0.070590000000000014 -0.15333499999999997 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 6 -6 10 21 -10 11 12 -8 -14 -2 16 17 18 20 -18 23 -3 -23 -16 25 -25 27 28 -26 -30
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 -13 13 -15 15 -17 19 -19 -20 -21 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0011072871848063772 -0.0012198078840701175 -0.0012937954364763723 -0.0012868638627339683 0.0011048272372838766 -0.00058533592792840944 0.0012937760275512928 -0.00088601030076050158 -0.0012841006658617714 0.00035822848524977969 -0.00065387578852366406 0.00095352576321546716 0.00085996346471747418 0.00074127137182552832 -0.00029589769800265648 -0.0010841943815256315 0.00087235298322050573 -0.00095798749883822072 -0.00129390176122218 0.0010057006967808498 0.00025328410745888922 -0.00096831519255292573 -0.0012937636449858363 3.1365556738156447e-05 -0.0012937337786126839 0.0011205738084564519 0.00039240107503711618 0.00093091901428042699 -0.00085773594892210397 -0.0010083223700257985 0.00024423362389826812
leaf_weight=0.0016343133909613164 0.0018669124647319171 0.0020823918538255271 0.0011986596444746303 0.0031553332917297885 0.0041625679005736762 0.0019758282175281741 0.0023332732348109184 0.001141224414595853 0.0090894173466367079 0.0024004623149913593 0.003990663488110612 0.0032811663119112254 0.0036940950009380922 0.0043322142386728003 0.0012709971026580993 0.0017097364390359351 0.0061609599120762137 0.0014498789273629234 0.0023542921679897679 0.0018848975955991776 0.0023851017541915978 0.001556070559153965 0.0049611167690577504 0.0015873122188800881 0.001542072530011037 0.001028018567461147 0.002433798773123109 0.001523140545023339 0.0013573478985682251 0.0059549212513396871
leaf_count=121 107 102 82 83 180 125 56 20 90 79 64 133 41 27 65 20 236 148 67 48 235 230 440 330 26 30 59 58 232 376
internal_value=0 -5.40741e-05 7.59535e-05 0.000109876 0.000290613 0.000187481 9.21756e-05 0.000242404 -0.000142626 0.00014678 0.00034121 0.000162074 -5.89666e-05 0.000181458 -0.000240036 -0.000184001 -0.000242388 -9.05767e-05 -9.19055e-06 -0.000674224 -0.000134401 -0.000529301 -0.000285028 -1.52837e-05 7.27838e-05 -0.000630958 0.000216448 4.88848e-05 0.000204843 1.17266e-05
internal_weight=0 0.0838639 0.0493545 0.0481558 0.0280664 0.024911 0.0229352 0.0187726 0.0200895 0.0114899 0.0176314 0.0136407 0.0103596 0.00802631 0.0345094 0.0326425 0.0309327 0.0228869 0.021437 0.00804586 0.0190827 0.00859958 0.00651719 0.0166976 0.0154266 0.00261533 0.0128113 0.0103775 0.00885434 0.00731227
internal_count=3910 3789 1752 1670 729 646 521 341 941 169 321 257 124 68 2037 1930 1910 1626 1478 284 1411 772 670 1176 1111 360 751 692 634 608
is_linear=0
shrinkage=0.00129368


Tree=955
num_leaves=28
num_cat=0
split_feature=1 0 159 475 41 151 475 4 16 133 15 159 52 133 13 4 3 0 42 42 15 16 43 0 0 3 15
split_gain=0.000304633 0.000573 0.000395029 0.000420551 0.000325181 0.000443712 0.000481121 0.000444028 0.000415799 0.000325158 0.000269186 0.000254953 0.000566742 0.000421043 0.000749183 0.000471999 0.000628261 0.000400864 0.000214688 0.000400492 0.000367878 0.000676102 0.000359117 0.000178612 0.000173016 0.000114676 8.75981e-05
threshold=1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 -0.036244999999999993 0.082980000000000012 -0.087654999999999983 -1.0000000180025095e-35 0.27223000000000003 -0.30307999999999996 0.084285000000000013 -0.098459999999999978 -0.034019999999999988 0.06136500000000001 -0.0023199999999999996 -0.0024749999999999993 0.0057500000000000008 0.088060000000000013 -0.10575999999999998 -1.0000000180025095e-35 0.084100000000000022 0.041585000000000004 0.18126 -0.042649999999999993 -0.10071499999999999 -0.14070999999999997 0.097615000000000021 0.082225000000000006
decision_type=2 2 2 2 2 2 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 10 -7 8 -8 -1 -2 -10 13 -13 -15 16 -16 -17 26 22 21 -21 -20 -11 -9 -24 -3
right_child=2 18 3 -5 -6 6 7 24 11 23 -12 12 -14 14 15 17 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28
leaf_value=-0.002800568106071666 0.00051211994858144723 -0.0016537985173456715 0.00253531833957108 0.00014978993679805254 -0.0016530984410810757 -0.002291720821256363 -0.0019030802320858901 0.00060441635490914426 -0.0013574474699132211 0.00033992067846117999 0.0027810568825039949 -0.001781703925236681 0.002107527865272533 0.002117354499428948 -0.00019247347648773764 0.0012591786494275691 -0.0035204679577021235 -0.00090076139020473769 0.0027509114891058617 -0.0035204878610545867 0.0010350100399741081 0.00047914709745442482 -0.00019053032496558863 -0.0016866022042319284 0.0024878365898294806 0.0010940145022236183 -0.00023221412526809525
leaf_weight=0.0016459057793888352 0.0015419698184899744 0.001153800001604921 0.0017057580518686777 0.0019773980292852036 0.001365060554277874 0.0011349890915610663 0.001508583297976423 0.001315113039705107 0.0014509408943310645 0.0010266711082742574 0.0011175937089902268 0.0015636506608947007 0.0016761412553778507 0.0019781455387462019 0.0019665716512191683 0.0027162698561369325 0.0010939689690658838 0.0017512589363803954 0.0010390536785607196 0.0010624546271975621 0.0010128769773953827 0.001032910394829667 0.0018985222755247833 0.0011345174819073489 0.0011184310005457601 0.0015762663006171351 0.0010050310237594839
leaf_count=562 62 147 120 264 87 184 47 78 149 56 60 165 71 235 144 20 40 30 37 99 250 123 32 378 162 13 295
internal_value=0 -0.000463021 0.000183299 0.00125459 1.39459e-05 0.000117696 -6.82921e-05 7.08312e-05 -0.00014597 -0.0016217 0.00146557 4.07424e-05 0.000199905 -8.8937e-05 0.000189502 -0.000317079 -0.00138204 0.000412488 -1.20196e-05 0.000265541 -0.000706864 -0.00154887 0.000935141 -0.000723904 0.00147002 0.000392177 -0.000991988
internal_weight=0 0.013588 0.0269818 0.00368316 0.0232987 0.0219336 0.0192741 0.0181391 0.0157055 0.00380709 0.00265956 0.0141969 0.012746 0.0110699 0.00950621 0.00752807 0.00306054 0.00446753 0.00978092 0.00762208 0.00310824 0.00209537 0.00451384 0.00216119 0.00243354 0.00347479 0.00215883
internal_count=3910 1992 1918 384 1534 1447 1325 1141 901 996 122 854 705 634 469 234 184 50 996 554 472 222 82 434 240 45 442
is_linear=0
shrinkage=0.00352023


Tree=956
num_leaves=31
num_cat=0
split_feature=158 9 1348 14 52 133 13 52 403 132 457 39 2 124 42 133 1456 43 16 47 474 0 52 13 133 4 0 0 1 48
split_gain=0.00137116 0.00152188 0.00136774 0.00166287 0.00120103 0.00129838 0.00120708 0.00191926 0.00148381 0.00162329 0.00141164 0.0016752 0.00147561 0.00128291 0.00139922 0.00137842 0.00110106 0.00122261 0.00105447 0.00108862 0.00133692 0.00152522 0.00129371 0.00107036 0.00115843 0.00097486 0.000953825 0.00189484 0.000939698 0.000938573
threshold=0.11034000000000001 -0.016839999999999997 0.094400000000000012 0.077685000000000018 -0.51745999999999992 -0.26719999999999994 -0.10023999999999998 0.11588000000000002 -0.088854999999999976 0.079995000000000011 0.082870000000000013 0.15608500000000003 0.11339500000000001 -0.061329999999999989 -0.10770999999999999 0.084285000000000013 -1.0000000180025095e-35 -0.074254999999999988 0.15100500000000003 0.091010000000000021 0.085435000000000025 -0.23129999999999998 -0.0025949999999999997 -1.0000000180025095e-35 -0.14729999999999996 -1.0000000180025095e-35 -0.07773999999999999 -0.11991499999999998 0.10982000000000001 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 -1 3 4 -3 -6 7 -7 -8 10 11 13 29 -10 -15 16 -16 -18 19 20 21 -19 -23 24 -24 -25 27 -11 -27 -12
right_child=-2 2 -4 -5 5 6 8 -9 9 26 12 -13 -14 14 15 -17 17 18 -20 -21 -22 22 23 25 -26 28 -28 -29 -30 -31
leaf_value=0.0014575496999053208 -0.0013538933593127635 -0.001172580815490936 0.0014306574445250284 -0.001213371143864313 -0.001228544110123802 0.00055783021265619695 -0.0013859168723286915 -0.00092281432532013714 0.00043837256380829662 0.0013597671865512868 0.00026461010692665636 0.00145739355275096 -0.00116772480311108 -0.0014564355684017999 -0.0014570261056691639 -0.0011210307227422539 0.0003255771985618632 0.0010405142353003059 -0.001306875984284061 -0.00089633171581443355 0.0011817326981020751 -0.0010037834479325993 0.00054740740103321496 0.00069948901497811149 -0.0013120774268301891 -0.0011054343104651896 0.0011435066995070294 -0.0013796530351543332 0.00046856901817233208 0.0012646763264311791
leaf_weight=0.0014645403081843247 0.001654471992702077 0.0018997578871746681 0.0013232927113051565 0.0025827838072629552 0.0017907285955813803 0.014815098117409775 0.0017543201676621925 0.0021246570771609177 0.0050725622713176923 0.0010240908356990985 0.0063667644634444187 0.0012480968028683028 0.0011566962827842539 0.0022451465604023104 0.0013880559351528978 0.0036895887908956473 0.0090444310379451665 0.0019168797734891848 0.0020272513776902193 0.004044745286247319 0.0016684644469648893 0.0044079448343099488 0.0010197347291907031 0.0042374005911938184 0.0023496185923295165 0.001706699422840091 0.0037519397077296892 0.0011243138579084544 0.0015239082101459189 0.0028987976070631305
leaf_count=118 167 270 28 114 209 237 478 46 115 21 160 29 26 128 113 476 197 15 81 93 32 72 55 67 314 29 85 78 34 23
internal_value=0 -1.56784e-05 -3.95976e-05 -6.14875e-05 -2.7013e-05 -1.22681e-06 2.53785e-05 0.000372121 -6.40682e-05 -2.77854e-05 -0.000101832 -0.000208185 0.000383799 -0.000253042 -0.000338026 -0.000273682 -0.000185204 -0.000133201 -0.000299825 -0.000210579 -6.32823e-05 -0.000184319 -0.000338325 -6.76589e-05 -0.000749304 0.00023988 0.000700252 -7.38399e-05 -0.000362962 0.000577488
internal_weight=0 0.0916683 0.0902038 0.0888805 0.0862977 0.0843979 0.0826072 0.0169398 0.0656675 0.0639131 0.0580128 0.0475905 0.0104223 0.0463424 0.0412699 0.0390247 0.0353351 0.0339471 0.0249026 0.0228754 0.0188307 0.0171622 0.0152453 0.0108374 0.00336935 0.00746801 0.00590034 0.0021484 0.00323061 0.00926556
internal_count=3910 3743 3625 3597 3483 3213 3004 283 2721 2243 2059 1850 209 1821 1706 1578 1102 989 792 711 618 586 571 499 369 130 184 99 63 183
is_linear=0
shrinkage=0.00145689


Tree=957
num_leaves=31
num_cat=0
split_feature=9 52 133 123 2 158 130 133 10 124 3 1365 50 16 0 48 3 4 159 133 159 150 0 130 2 15 1 1 133 15
split_gain=0.00123509 0.00101004 0.00117845 0.000956383 0.00174323 0.000993667 0.00094046 0.000941222 0.00083756 0.000783449 0.0013065 0.000983966 0.000738479 0.000857424 0.000980299 0.000710647 0.00125126 0.00112181 0.000906847 0.000953735 0.00086541 0.0011942 0.0013232 0.00114187 0.00110139 0.000789946 0.000699555 0.000658644 0.00116818 0.000656439
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 1.0000000180025095e-35 0.094825000000000007 0.11015500000000002 0.079100000000000018 -0.085714999999999986 0.08302000000000001 -1.0000000180025095e-35 0.16699000000000003 1.0000000180025095e-35 0.082310000000000008 -0.069894999999999985 -0.07773999999999999 0.12649500000000002 0.10666500000000002 0.28937500000000005 -0.034019999999999988 0.093130000000000004 0.089930000000000024 0.086765000000000023 -0.230625 -0.0015749999999999998 -1.0000000180025095e-35 -0.091274999999999981 0.11287500000000002 0.08844500000000001 -0.091614999999999988 -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 7 27 9 -9 11 12 15 14 -14 16 17 18 -11 20 21 23 -23 -20 -25 -18 -12 28 -4 -27
right_child=1 2 3 4 -6 -7 -8 8 -10 10 26 -13 13 -15 -16 -17 25 -19 19 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.0010952177414230895 -0.0010992102238623659 -0.001136179681114677 -0.00083443982867786491 -0.00062491949027971736 0.00092277418441149325 -0.0013143250747482637 -0.0011341748010876866 -0.00081185273507494845 0.0010925655731414061 -0.0013196339635220995 0.00017289217323033577 -0.0013196791935865587 -0.00074033597216258476 -0.0012953585063493391 0.00065220460607251507 -0.00068676699912491497 -0.00014742468619205387 0.00082316198450765074 -0.00072006823879774344 -0.00097809239570861156 -0.00082432967402884159 0.00042007923418518309 -0.0010170330884912634 -0.00081698913587681149 0.00035007824633285546 0.0013199348576684823 0.0013196382811105801 0.0010285902599606225 0.00091694531177155796 0.00037650345312720951
leaf_weight=0.0016703501189230243 0.001570173235666327 0.0016388423179796155 0.0012696441406245818 0.0017624922811130253 0.004509036392082777 0.0010672245171270403 0.0013174049482747021 0.0024193109538259696 0.001086445506118138 0.0011002503179913239 0.0019756540646085332 0.0011252885178070207 0.0021472893181906372 0.0017414736721108595 0.0014917258136115663 0.0025947122762346444 0.0021850120039061949 0.0022408429823599354 0.0023118557230854533 0.0020196249953756676 0.0022652134907286117 0.0016502907981248427 0.0034429451311268613 0.0015257316767929218 0.018246925599397119 0.0023222718302804424 0.0017438893200818484 0.0024518304490115383 0.0013881659727568154 0.0028727928884109124
leaf_count=121 275 229 179 61 175 154 303 36 40 204 20 65 208 193 79 47 19 91 145 237 131 13 155 49 438 27 89 64 38 25
internal_value=0 -5.19427e-05 -2.96954e-05 -4.60591e-06 0.000487825 -5.13955e-05 -3.06394e-05 -7.78779e-06 -5.52185e-05 -7.69346e-05 -4.46097e-05 -9.9379e-05 -7.20023e-05 -0.000533899 -0.000169498 -1.65017e-05 2.47261e-05 -7.99254e-05 -0.000142072 -0.000100893 -4.07217e-05 2.45905e-05 -0.000551385 0.000157425 0.000260023 0.000518252 0.000710538 0.000535333 8.03032e-05 0.000798231
internal_weight=0 0.0754844 0.0739142 0.0722753 0.00627153 0.0660038 0.0649366 0.0636192 0.0585095 0.0574231 0.0550038 0.0512842 0.050159 0.00538049 0.00363902 0.0447785 0.0421838 0.0348037 0.0325628 0.0314626 0.029443 0.0271777 0.00509324 0.0220845 0.0197727 0.00738008 0.00371954 0.00510964 0.00265781 0.00519506
internal_count=3910 3789 3514 3285 236 3049 2895 2592 2311 2271 2235 2126 2061 480 287 1581 1534 1463 1372 1168 931 800 168 632 487 71 109 281 217 52
is_linear=0
shrinkage=0.00131955


Tree=958
num_leaves=31
num_cat=0
split_feature=9 52 133 158 1 159 1429 454 160 13 2 474 42 123 1 52 52 4 13 52 484 13 12 0 0 48 160 42 0 49
split_gain=0.00154968 0.00126942 0.00147634 0.00121931 0.00131435 0.000945283 0.00153913 0.000922507 0.000917712 0.000930334 0.000892002 0.00121537 0.00103151 0.00140887 0.00170832 0.00108788 0.000941862 0.00208325 0.000935412 0.000921456 0.00098552 0.000911687 0.00083596 0.000834821 0.00108167 0.000823314 0.000797491 0.000796273 0.00121709 0.00122097
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 0.11015500000000002 0.10113500000000002 0.085280000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.057284999999999996 0.086650000000000019 0.084655000000000022 -1.0000000180025095e-35 0.091310000000000016 0.078675000000000009 0.11401500000000002 0.10701500000000001 -0.49837999999999999 -0.011514999999999999 0.091715000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.051320000000000005 -0.084304999999999977 -0.083424999999999985 0.091065000000000021 -0.10117499999999999 0.092145000000000019 0.047345000000000005 -0.085974999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 22 25 11 23 13 14 -12 16 17 -14 -13 20 -19 -17 26 -9 -25 -10 -6 28 29 -22
right_child=1 2 3 -5 5 6 -8 10 9 -11 12 18 15 -15 -16 21 -18 19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001194681602008746 -0.0011283515345973788 -0.0012033088859552232 -0.0013731320499031144 -0.0012598941435877471 0.00058047226784183189 -0.00058339271723888131 0.0013057742901372983 -0.00087292982621713132 0.0010642815982921409 5.4278632844106624e-05 -0.0013729888033377632 -0.00059800081187054834 -0.0013731093522985753 0.00077013820282935126 0.0006622608990819646 -0.0011491640675401979 0.0012911268918682675 -0.0010015645050547523 0.0010042913502975213 0.0012226246790137958 -0.00060825285906257248 0.00022713477393752486 -0.0013729971456997686 0.0005938819969118379 -0.00062405798257269879 0.00015343718352034522 -0.00078154231255093401 -0.00054142450904242495 0.0013043513597459737 0.00044711813965661671
leaf_weight=0.0019119968170873127 0.0020275519000394473 0.0019690306109336744 0.0010764876956486083 0.0014224689642388091 0.0017509061552232197 0.0010798105267895153 0.0032872001282058241 0.0067579640411048478 0.0041522079512965578 0.013743736623943905 0.0032071969450679907 0.001070512115968647 0.0014979943357893355 0.0012676153689881176 0.0010259461323585128 0.0020512642606522746 0.0015665884062840965 0.0011815242352488644 0.0019153892174870188 0.001871042635407604 0.0025931435317261249 0.0016263797046853759 0.0012431726460562231 0.0022070029702234706 0.0036427536876999502 0.0034035148899107526 0.001508151716620886 0.0019050945593104265 0.0023677208073422671 0.010165230049810969
leaf_count=121 275 229 54 158 21 5 162 543 115 264 376 58 47 11 17 188 21 148 22 67 35 41 47 42 409 69 32 106 19 208
internal_value=0 -5.51673e-05 -2.88105e-05 -1.13677e-07 2.25224e-05 0.000247956 0.000838649 -0.000116283 0.00014798 0.000267018 -8.80494e-05 -0.000357735 4.204e-05 -0.000499524 -0.000879725 0.00015309 0.000263285 0.000188675 0.000429834 0.000305165 0.000210912 -0.000540518 -0.000415173 -0.000544255 -0.000164552 0.000653987 -4.98095e-05 0.000295026 0.000400375 0.000232614
internal_weight=0 0.0845846 0.0825571 0.080588 0.0791656 0.0301687 0.00436701 0.0489969 0.0258017 0.0212995 0.0479204 0.0155936 0.0323267 0.00550076 0.00423314 0.026826 0.0231483 0.0215818 0.0029859 0.0200838 0.0182127 0.00367764 0.00450223 0.0126077 0.00584976 0.00755572 0.00325906 0.0170312 0.0151261 0.0127584
internal_count=3910 3789 3514 3285 3127 715 167 2412 548 448 2358 1074 1284 404 393 880 651 630 80 583 516 229 100 994 451 184 53 368 262 243
is_linear=0
shrinkage=0.00137286


Tree=959
num_leaves=31
num_cat=0
split_feature=9 52 1348 51 401 2 14 133 38 3 39 52 147 123 2 16 4 133 1 133 403 0 157 159 151 1 2 13 16 48
split_gain=0.00202007 0.00178526 0.00137632 0.00163206 0.00135102 0.00126669 0.00157896 0.00133581 0.00133721 0.00224049 0.0013553 0.00128429 0.00131984 0.00136851 0.00165918 0.00128338 0.00243979 0.0010184 0.00117771 0.00187039 0.00115147 0.00105771 0.000869776 0.00184096 0.0015139 0.00148656 0.00137684 0.00170997 0.00153483 0.00181063
threshold=-0.016839999999999997 -0.51745999999999992 0.094400000000000012 -0.40274499999999996 0.10072000000000002 0.16971500000000003 0.077685000000000018 -0.26719999999999994 0.13481500000000002 0.24227500000000002 0.13419 0.28122000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.095995000000000011 0.41476000000000007 -0.51381999999999983 -0.085714999999999986 0.08844500000000001 -0.09590499999999999 -0.092224999999999988 -0.26606499999999994 -0.077534999999999979 0.107895 -0.084129999999999996 0.090540000000000023 0.086875000000000022 0.16421000000000002 -0.078844999999999985 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 3 -3 5 6 7 -5 9 10 11 12 -9 15 -15 16 -14 18 19 -18 -19 -22 25 24 -24 -23 28 -28 29 -26
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 20 -20 -21 21 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0011080023827028983 -0.0011787586553671323 -0.00093981384165242262 0.0012684936696168798 -0.0012157907958441222 -0.0012460176613420079 0.0012934234231752743 -0.0012183921196010339 -0.001293947244117858 -0.0012891612595205199 0.0010987012694514871 0.0012940627587026568 -0.00065050796571660362 -0.0012940913854326374 -0.00033818624325285317 0.0011491674241069043 0.00094043114679313801 -0.0012195026038972327 -0.0012139851451784373 0.0011149084014211294 0.00075846910654307569 0.0012587511656996873 -0.00013870324933904117 -0.00068463095543033368 -0.0012282845793750773 0.00034398050291276392 0.0011345008528013747 0.00029484732286329571 -0.0011643152763201677 -0.00092509957323700124 -0.0010543867189729951
leaf_weight=0.0025310890295662239 0.0023408346984163933 0.0033547689756439061 0.0013362569251995629 0.0014718314213180142 0.0014819611806591295 0.0012483003567602671 0.0017992751411846078 0.0012468600547492761 0.0012718857176423617 0.0032600526208490513 0.0013414241232396753 0.0050194263370562089 0.0024857869684708897 0.001873588161092953 0.0038031470245520893 0.0023275560263300568 0.0013102579828192518 0.0013696973492756106 0.0028838796384818011 0.0020549401781622114 0.0010729174549623929 0.0035283594336625859 0.0053789432522779448 0.0022969662929979142 0.0066321295200140011 0.002716260122838321 0.025021900301962496 0.0014204086302243004 0.0043450083316729964 0.0020221826793385134
leaf_count=121 275 138 28 203 182 80 101 25 15 117 18 322 34 55 112 19 133 351 32 61 20 179 141 101 236 43 443 34 265 26
internal_value=0 -6.25979e-05 -3.52037e-05 -5.37286e-05 -2.0949e-05 -5.96544e-07 -1.8962e-05 6.087e-06 2.73237e-05 4.73978e-05 4.63757e-06 -1.73097e-05 2.5762e-05 4.84447e-05 0.000658271 -3.32691e-06 -3.73626e-05 1.29802e-05 0.000508236 -1.16648e-05 -4.24791e-05 -1.30017e-05 -3.8572e-05 -9.86997e-05 -4.08107e-05 0.00041511 4.69918e-05 0.000216465 -0.000297739 1.72354e-05
internal_weight=0 0.0977168 0.095376 0.0940397 0.0906849 0.089203 0.0879547 0.0861554 0.0846836 0.0834117 0.0801516 0.0788102 0.0737908 0.0725439 0.00567674 0.0668672 0.0645396 0.0620539 0.00624908 0.0033652 0.0558048 0.0544351 0.0533622 0.0471175 0.0448206 0.00624462 0.0394416 0.0264423 0.0129993 0.00865431
internal_count=3910 3789 3514 3486 3348 3166 3086 2985 2782 2767 2650 2632 2310 2285 167 2118 2099 2065 226 194 1839 1488 1468 1246 1145 222 1004 477 527 262
is_linear=0
shrinkage=0.00129368


Tree=960
num_leaves=31
num_cat=0
split_feature=51 39 3 1 3 48 51 50 2 457 0 52 52 13 403 403 133 457 2 15 3 0 0 0 42 42 0 1 4 4
split_gain=0.000337157 0.000425938 0.000476903 0.000604291 0.000405837 0.00043132 0.000616494 0.000459726 0.000471668 0.000593393 0.000395389 0.000603475 0.000392264 0.000435237 0.000512855 0.000514255 0.000587966 0.000536612 0.00049154 0.000481148 0.00047608 0.000495254 0.00062941 0.000783422 0.000341091 0.000460176 0.000301654 0.000252541 0.00021979 0.000135856
threshold=-0.40274499999999996 0.005105000000000001 0.11265500000000002 0.11353000000000001 0.30601500000000009 0.12649500000000002 0.13741000000000003 0.10625000000000001 0.11542500000000001 -0.067474999999999993 -0.22851499999999997 -0.066329999999999986 0.11401500000000002 -0.094679999999999986 0.087440000000000004 0.03138500000000001 0.090545000000000014 0.081330000000000013 0.099990000000000009 -0.091274999999999981 -0.14218999999999996 -0.053834999999999994 -0.070894999999999986 -0.10131499999999999 -0.0060199999999999993 0.081685000000000021 -0.11524 0.076710000000000014 0.28937500000000005 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 24 5 7 -7 8 9 -2 11 -11 13 18 15 16 17 20 19 -12 -15 22 23 26 -3 -26 -22 -21 -10 -25
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leaf_value=-0.0015814626537675174 -0.0023680811857678553 -0.00085597607084774764 -0.0011131713108825983 0.0035910087951661666 0.0020599434904092174 -0.0035911072901182598 0.00017707147449824348 -0.0021930077408316376 0.00057586229188337284 -0.00022396990895538651 -0.0017688390905219471 0.0027706425814929552 -0.001710135647716325 0.001475949464558933 -0.0027988803212836539 0.0018459829214694592 -0.0027958379016924427 0.0017966146433012536 0.0024412822813192924 0.0001018634262024294 -0.00076101219963170649 -0.0027449964468462163 0.0021367489846178169 -0.0017279982120265889 0.0032624471448322767 -8.7762619466334746e-05 0.0013485408045686253 0.0023057345547083047 0.002720830970566052 -0.0035907821236269072
leaf_weight=0.0017401778412708948 0.0014405369855664532 0.0012137459762939784 0.0011648483338078108 0.0012479945409474835 0.0010687223579819429 0.0011213127549005711 0.0011177654943210769 0.0012713310314979012 0.0014279761691566853 0.0019321261226927788 0.0012052542164533442 0.0015747090485262938 0.0019604242729930324 0.0013782299437217144 0.0010303592692970662 0.0014549441923601423 0.001202871276835272 0.0015634543046756386 0.0016830210838350013 0.0017675076571892446 0.0020723517543883574 0.0014048109192361874 0.001061015999312076 0.0010003726068485942 0.0010231604598436297 0.0010935553023951883 0.0015111901145203844 0.0010799280787745502 0.0010830067094076412 0.0010188946009448462
leaf_count=145 164 53 37 183 139 58 24 350 125 35 48 53 283 112 206 82 348 89 23 65 47 102 47 521 88 78 23 52 76 254
internal_value=0 3.28893e-05 0.000938132 0.00146002 -0.000118106 -0.000187875 -0.00171 -7.83733e-05 1.16814e-05 -0.000125092 -3.4607e-07 0.00112073 -0.000175898 -2.87063e-05 -0.000356056 -0.000171906 -0.000412295 -0.000151895 0.00081017 0.000132794 -0.000474372 -0.000807513 -0.000399069 -0.000879283 0.000661499 0.00153163 0.000128592 0.000937711 0.001501 -0.00266793
internal_weight=0 0.0401754 0.0057433 0.00457846 0.0344321 0.0333634 0.00223908 0.0311243 0.029853 0.027342 0.0259015 0.00350684 0.0223946 0.0204342 0.0146985 0.0136681 0.0122132 0.0110103 0.00573571 0.00405269 0.00944687 0.00806864 0.00666383 0.00560281 0.00333046 0.00211672 0.00358354 0.00284744 0.00251098 0.00201927
internal_count=3910 3765 439 402 3326 3187 82 3105 2755 2554 2390 88 2302 2019 1831 1625 1543 1195 188 165 1106 994 892 845 219 166 70 117 201 775
is_linear=0
shrinkage=0.00359063


Tree=961
num_leaves=31
num_cat=0
split_feature=457 457 447 51 39 38 42 484 1213 1 42 15 3 11 151 0 49 47 52 3 43 49 2 2 0 51 150 43 1 0
split_gain=0.000300144 0.000565692 0.000504939 0.000584906 0.000426142 0.000544562 0.00039814 0.000396588 0.000322012 0.000347266 0.000479276 0.00036094 0.000379605 0.000421537 0.000293433 0.000284038 0.000272562 0.000437149 0.000360624 0.000391402 0.00032531 0.000283978 0.000271267 0.000617703 0.00025262 0.000220446 0.000219549 0.000214978 0.000156226 0.000155786
threshold=-0.14941999999999997 -0.079274999999999984 0.087430000000000022 -0.40274499999999996 0.005105000000000001 1.0000000180025095e-35 -0.089024999999999979 -0.0043499999999999988 -1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 0.091600000000000015 -0.100615 0.08184000000000001 0.056555000000000001 0.10302000000000001 0.0068800000000000016 0.09252500000000001 0.086950000000000013 0.10666500000000002 0.0016850000000000001 0.10581000000000002 0.084065000000000015 0.086915000000000006 -0.09601999999999998 -1.0000000180025095e-35 0.086420000000000011 -0.07526999999999999 0.09692000000000002 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 10 11 12 13 15 16 29 17 18 20 -20 22 -18 24 -24 -14 -25 -27 -12 -8 -10
right_child=1 2 -4 4 5 -7 28 8 9 -11 27 -13 14 -15 -16 -17 21 -19 19 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0020274032618375743 -0.0028948836318675787 -0.0025467745701040915 0.0027097118637108438 -0.0019653126411480338 6.747436604632129e-05 -0.0011494974929671814 0.0017418402632101075 -0.002108337886950958 0.0018228968401659666 0.0017938217198845044 -0.00077396770520517927 -0.0014859751077358823 0.0025876634425012852 -0.00055445194499209659 -0.0017995186653275348 0.00025626878579955968 -0.0024972278228684282 -0.0019975513554261947 -0.0026644405337318089 0.00073075034863774027 0.0025847407551449347 0.00018730589356055587 -0.0027111681149470982 -0.00068583797567653751 0.00037359377508576632 0.002469292174075606 5.2357322866047978e-05 -0.0029874044118187127 0.0037430891468902116 0.0038667058167648222
leaf_weight=0.0010793899703465107 0.0010997246559523157 0.0014600653639864616 0.0010428075167046016 0.0018036460195934847 0.0012972483486120012 0.00128093395745843 0.0011789984468890671 0.0011469099759476289 0.0012665992767864065 0.0016593649796008405 0.0019218884349783139 0.0020185983707843294 0.0016276221394946333 0.0014292594547207216 0.0013349509672799789 0.0010102261584137295 0.0011562776405414374 0.0011123889927668893 0.001005476630750902 0.0011371266529067725 0.0015731165076706688 0.0013334753655293019 0.0010326085194165557 0.0011128431067462001 0.0016120417239298204 0.0013952443052147575 0.001024304585924618 0.0010755294216516767 0.0012771185304247812 0.0010909910659790889
leaf_count=54 208 143 128 426 36 65 51 537 81 128 94 202 11 121 58 28 200 66 150 13 53 117 65 78 154 47 26 287 247 36
internal_value=0 -9.14439e-05 -1.1194e-05 -8.71109e-05 1.28833e-05 0.00108239 0.00184409 -0.000161474 -4.95813e-05 3.49591e-05 -7.61384e-05 0.000116027 0.000268174 0.00124948 -1.78609e-05 0.00201505 0.000139416 0.000375693 0.00060485 -0.000862538 0.000940113 -0.00105943 0.00060862 -1.39999e-05 0.00148595 0.000774451 0.00144609 -0.00156819 0.00278244 0.00276868
internal_weight=0 0.0395174 0.0384177 0.0373749 0.0359148 0.0050343 0.00375337 0.0308805 0.0290768 0.0279299 0.0262706 0.0232732 0.0212546 0.00479708 0.0164575 0.00336782 0.0151225 0.0126328 0.0115204 0.0021426 0.00937778 0.00248975 0.00780466 0.004565 0.00323966 0.00353239 0.00241955 0.00299742 0.00245612 0.00235759
internal_count=3910 3856 3648 3520 3377 399 334 2978 2552 2015 1887 1506 1304 266 1038 145 980 663 597 163 434 317 381 216 165 151 73 381 298 117
is_linear=0
shrinkage=0.00396435


Tree=962
num_leaves=31
num_cat=0
split_feature=52 403 14 157 1456 157 1 159 11 3 133 123 15 48 1 1 15 15 0 12 43 3 15 2 48 52 3 16 2 43
split_gain=0.000290292 0.000348122 0.000293656 0.000545306 0.000393626 0.000328958 0.000346979 0.000319831 0.000304265 0.000511312 0.000382886 0.000355638 0.000467083 0.000375912 0.000466667 0.000546439 0.000465704 0.000648723 0.000781972 0.000406137 0.000314238 0.000344647 0.000299384 0.000436741 0.000366526 0.000282491 0.000241223 0.000200922 0.000193951 0.000170319
threshold=-0.42985499999999993 -0.088854999999999976 0.078275000000000025 -0.077534999999999979 -1.0000000180025095e-35 -0.082104999999999984 0.091845000000000024 0.11252000000000002 0.088315000000000018 -0.13927999999999999 -0.0023199999999999996 1.0000000180025095e-35 -0.040439999999999997 0.12649500000000002 0.094695000000000015 0.090475000000000014 0.024640000000000006 -0.095799999999999982 -0.18087499999999998 0.10214500000000001 -0.0037249999999999996 -0.077689999999999995 0.083935000000000023 0.086915000000000006 0.084260000000000015 -0.076599999999999988 -0.084129999999999996 -0.10486499999999999 0.106035 -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 -3 8 9 28 20 13 -13 14 15 19 17 18 -16 22 -11 -22 23 -12 -25 -26 -24 -20 -6 -19
right_child=1 2 -4 4 7 -7 -8 -9 -10 10 11 12 -14 -15 16 -17 -18 29 27 -21 21 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0016727495729324977 -0.0018215718561069207 -0.00075655124683538313 -0.0014787411747924108 -0.0020769422061479798 0.00063382911127738827 0.0029176315293207478 0.0019793954335251491 -0.0017353640351206038 -0.0012965518734300431 -0.0025269135448273547 -0.0016317550989979651 0.0031665504700934266 0.00012617767110650134 -0.001716448624494285 -0.0019992510076017114 -0.0025179936047348647 -0.00089159807032021001 0.0016686968451272344 0.0020847758307020927 -0.0018583773816082479 0.00091514554019566025 -0.001615357035786919 7.9400363217442253e-05 -0.00061861871772498592 0.0022965632185930093 -4.658499896192679e-05 0.0022850160931212832 0.000219619588933594 0.0023775925319612624 0.0033544154454144769
leaf_weight=0.0011903766736653934 0.00113563409019135 0.0010192947352412052 0.0013339160541048214 0.0010065919783215352 0.0013811657227065155 0.0011445789575525991 0.0011070292470769516 0.0010821884716166732 0.0016072837357512517 0.00104698773384726 0.0016349845658278975 0.0010395246239101041 0.00130426329345834 0.0012479878766669108 0.0011758408328006453 0.0011030066309980499 0.0014999416770766771 0.0014794148155772291 0.0015787870885368704 0.001186135782914711 0.0012679673187453444 0.0011986709434779743 0.0010269437616057253 0.002120525931131878 0.0013976148427872204 0.0010181601511463079 0.0012693466874351689 0.0011376784224204073 0.0015494105237294775 0.001279732521464183
leaf_count=353 502 198 102 258 69 78 53 117 68 303 146 190 45 49 31 85 70 46 75 86 230 218 74 168 22 37 80 30 43 84
internal_value=0 2.38477e-05 8.01162e-05 0.00013802 6.03198e-06 0.00145512 0.000667866 7.2313e-05 0.000136344 0.000215914 6.49718e-05 0.000227188 0.00147465 8.21302e-05 0.000200841 -0.000261887 0.000811466 0.00119552 0.000305853 -4.11056e-06 -0.000973796 -0.00031456 0.000255635 -0.000132454 0.000407928 0.00130901 0.00129862 0.00130363 0.00155577 0.00245056
internal_weight=0 0.0383806 0.037245 0.0359111 0.0326402 0.0032709 0.00212632 0.0316336 0.0305514 0.0289441 0.0260135 0.0224999 0.00234379 0.0201561 0.0189081 0.0107567 0.0081514 0.00665145 0.00389231 0.00965371 0.00351363 0.00246664 0.00846758 0.00617129 0.0045363 0.00241577 0.00229629 0.00271647 0.00293058 0.00275915
internal_count=3910 3557 3055 2953 2624 329 251 2366 2249 2181 2069 1318 235 1083 1034 698 336 266 136 613 751 448 527 373 227 59 154 105 112 130
is_linear=0
shrinkage=0.00338353


Tree=963
num_leaves=31
num_cat=0
split_feature=158 9 52 133 1 13 52 2 48 375 2 148 150 52 4 484 484 403 42 47 448 40 42 3 14 147 0 47 52 133
split_gain=0.00159623 0.00205963 0.00136015 0.0011542 0.00123913 0.00138898 0.00126779 0.00163931 0.00143592 0.00132254 0.00127961 0.00116805 0.00112945 0.00103529 0.00190833 0.00102175 0.00135604 0.00114613 0.00131586 0.00101902 0.00100832 0.000965416 0.0012613 0.00151168 0.00107574 0.00117432 0.000947245 0.000905652 0.000939213 0.00101324
threshold=0.11034000000000001 -0.016839999999999997 -0.51745999999999992 -0.26719999999999994 0.11368000000000002 -1.0000000180025095e-35 0.11401500000000002 0.089910000000000004 0.08740500000000001 0.088065000000000018 -0.13811499999999996 0.10116000000000001 0.084270000000000012 0.09716000000000001 -0.49837999999999999 0.087495000000000017 0.085625000000000021 -1.0000000180025095e-35 0.085195000000000007 0.085165000000000018 -0.083114999999999981 0.057150000000000006 -0.14127499999999996 -0.10315499999999998 -0.074139999999999984 1.0000000180025095e-35 -0.18087499999999998 1.0000000180025095e-35 -0.087094999999999992 -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 -4 6 26 7 8 10 11 -5 13 19 14 -9 16 17 -12 27 -8 -16 22 -7 -24 -25 -26 -6 28 -19 -30
right_child=-2 2 3 4 5 21 12 9 -10 -11 15 -13 -14 -15 20 -17 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0013204874028898981 -0.001253183719154477 -0.0011163058952211812 -0.0010508128071842911 0.00093297760302845799 -0.00024685410359664257 -0.0013156371596815711 -0.0010969534409997561 -0.0013169600332993327 -0.0010929338877159755 -0.0013201400893970905 -0.0013196224594783942 -0.0012053195279096434 0.00058789033246789846 0.00093178903122476922 -0.00094162605670912013 -0.0012687146470303312 0.00082584599695656826 -0.0013196643842674092 0.00045699850929246678 0.00014238578423643371 0.00028359211721307935 0.00093835559074095722 0.0011143961575234621 0.00064847761357720299 -0.0010917886489059147 0.00041200520132760472 0.0010844289026774158 -0.0013197911125025633 -0.0013197156866416382 5.1530386287411112e-05
leaf_weight=0.0019680264198678179 0.0018493301321127467 0.0020136758123525658 0.0018527295512260613 0.0017524638127284211 0.0011494174502786328 0.0013395157966442648 0.0048847120031636484 0.0014401334779137178 0.0032077133585457487 0.0010218532266677008 0.0016701040251922974 0.0010002324824167621 0.001206832758036569 0.0034142950479889569 0.0012165008059241691 0.0015580990134367303 0.0021696593089757235 0.001264758094512426 0.0042754000749432022 0.001513015047592603 0.030313640217821902 0.0017439766979805435 0.0018408423981668429 0.0016372892181379948 0.0028443606664527695 0.001325595057778628 0.0048889814148012078 0.0015993958874105383 0.0010607668359838849 0.0081262372726884687
leaf_count=118 167 275 221 39 32 10 398 38 141 15 553 12 28 60 17 78 42 74 186 52 641 7 42 19 84 20 227 33 61 220
internal_value=0 -1.54126e-05 -4.35817e-05 -1.99269e-05 1.42148e-06 0.00032475 -7.31662e-05 -1.36039e-05 -0.000264832 0.000160947 -0.000151686 0.00020143 -0.00058299 0.000240102 0.000168474 -0.000239183 -0.000159639 -0.000278448 -0.000171943 -0.000803859 0.000236321 3.98858e-05 -0.000134455 7.24213e-05 -0.000257875 -0.000613745 0.000831017 -0.000395073 -0.000253567 -0.000106799
internal_weight=0 0.0953002 0.0933322 0.0913185 0.0894658 0.01677 0.0726958 0.0650913 0.0266846 0.0384067 0.0234769 0.0373848 0.00760456 0.0363846 0.0329703 0.0217244 0.0201663 0.0179967 0.0163266 0.00639773 0.0315301 0.0107316 0.0089876 0.00764809 0.00580724 0.00416996 0.0060384 0.0120512 0.0104518 0.009187
internal_count=3910 3743 3625 3350 3129 441 2688 2210 1427 783 1286 768 478 756 696 1247 1169 1127 574 450 658 182 175 165 123 104 259 388 355 281
is_linear=0
shrinkage=0.00131955


Tree=964
num_leaves=29
num_cat=0
split_feature=1 0 52 52 132 52 16 4 52 13 4 157 47 147 0 0 49 3 2 151 47 16 2 3 13 43 13 4
split_gain=0.000287105 0.000461905 0.000479645 0.000484863 0.000388661 0.000363127 0.000622954 0.000356748 0.00114282 0.00035021 0.000395969 0.000584324 0.000381403 0.00037033 0.000332307 0.00029539 0.000264508 0.000278119 0.00040854 0.000310138 0.000309819 0.000366869 0.000263991 0.000324031 0.000186547 0.00015049 0.000120361 4.00332e-05
threshold=0.087545000000000026 -0.060094999999999989 0.086950000000000013 -0.11051499999999999 0.079995000000000011 -0.081429999999999989 -0.083564999999999987 -0.49837999999999999 0.10433000000000002 -0.094679999999999986 -0.034289999999999994 -0.062769999999999979 0.084155000000000021 0.089245000000000005 -0.074014999999999984 -0.084074999999999997 0.10447000000000002 0.11818000000000002 0.089910000000000004 -0.0088999999999999982 0.092255000000000018 -0.10064999999999998 0.10869000000000002 -0.069909999999999986 -0.019614999999999997 -0.075819999999999985 -0.10023999999999998 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 15 8 -3 12 14 -12 27 16 -11 26 17 18 20 -20 21 -13 23 -9 -5 -22 -7 -2
right_child=4 7 -4 5 -6 6 -8 22 -10 10 11 13 -14 -15 -16 -17 -18 -19 19 -21 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0020878606018761531 0.0013066049951629968 -0.0028881740462137892 -0.0023460028924503335 0.0015434862506683745 0.0015475474373332198 0.00018704982901279746 -0.0021820497747193409 0.00052156968715185261 0.0011791191584297799 -3.7752374058729507e-05 0.001946189634766844 -0.00015236722690121376 -0.00011867656451043295 0.0015401570783397968 -0.0019181260883601528 0.0012574546884797368 0.00098571202939674862 -0.0015150541859095161 -0.0002403098210951799 0.0015893747930173529 -0.00078391843875923227 -0.002467986030499302 -0.00029337081320722085 0.0024710550671944143 -4.8476353136217535e-05 0.00049838528911532256 -0.0011647311729566568 0.0021056821532813995
leaf_weight=0.0012959887365761036 0.0010483346645813185 0.0010466639023301028 0.0012938197780557057 0.001206325051111623 0.0016358069888005025 0.0010035607545484382 0.0014919685602942101 0.0020062327922829581 0.0012814537226955025 0.0015024423590833669 0.0013178557467634624 0.0010106399355042104 0.0017616749562847644 0.0010800756186215574 0.0016385419738127434 0.0011372319678880638 0.0013209221721410822 0.00154720610146697 0.001581356049843663 0.0015105692664745263 0.0013602523589684168 0.0013103855004339441 0.0014120136531019511 0.0011013520397682433 0.0012498414227746224 0.0017390300802366809 0.0012135445790656396 0.0010431002077093679
leaf_count=288 36 66 722 74 149 47 526 43 19 239 94 68 55 69 285 39 72 27 52 104 57 114 121 14 60 65 273 132
internal_value=0 -0.000307609 -0.000706719 -0.000460054 0.00019227 -0.000171163 -0.000629607 0.000268949 -0.000649435 8.5543e-05 -9.33962e-05 0.000117537 0.000871277 -7.58675e-05 -0.00101868 6.09004e-05 -0.000229239 -0.000388777 -0.000184062 0.000653588 -0.000661885 -0.0014597 0.000742023 0.00121248 0.000733402 -6.44084e-05 -0.000552855 0.00170514
internal_weight=0 0.01674 0.00989228 0.00859846 0.0224082 0.00730247 0.00484631 0.00684772 0.00232812 0.0207724 0.0169193 0.0137783 0.00385311 0.0124604 0.00314098 0.00335434 0.0113804 0.0100594 0.00851223 0.00309193 0.00542031 0.00232103 0.0045196 0.00310758 0.00245617 0.00309928 0.00221711 0.00209143
internal_count=3910 2292 2029 1307 1618 1019 885 263 85 1469 1246 722 223 628 524 359 559 487 460 156 304 182 178 57 134 122 320 168
is_linear=0
shrinkage=0.00288781


Tree=965
num_leaves=30
num_cat=0
split_feature=1 0 3 15 128 132 47 4 4 15 12 3 3 0 13 3 52 1 160 4 16 3 3 43 15 151 0 16 0
split_gain=0.000263428 0.000488172 0.00056551 0.000413971 0.000293077 0.000354964 0.000337144 0.000554527 0.000826013 0.000542364 0.00056223 0.000441449 0.000390885 0.000390559 0.00032083 0.000437062 0.000287449 0.000284719 0.000282086 0.000280213 0.00026919 0.000264864 0.000541915 0.000320193 0.000240123 0.000222782 0.000201812 0.000154781 0.000112752
threshold=0.076710000000000014 -0.060094999999999989 -0.089974999999999986 0.083935000000000023 0.086435000000000012 0.080815000000000012 0.087850000000000025 0.0057500000000000008 -1.0000000180025095e-35 -0.09547499999999999 -1.0000000180025095e-35 -0.075954999999999981 0.12046500000000002 -0.18901999999999997 -0.094679999999999986 -0.09113499999999998 -0.082174999999999984 0.11327500000000001 0.088785000000000017 -0.51381999999999983 -0.062279999999999995 0.097615000000000021 -0.100615 0.083940000000000015 -0.064869999999999983 -0.0008699999999999999 -0.098179999999999976 -0.089559999999999987 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 5 6 7 8 9 -2 -11 -8 18 -13 -12 -16 -4 -14 25 -3 -15 22 23 -21 -22 -9 -17 -5 -27
right_child=4 19 3 27 -6 -7 11 12 -10 10 14 13 17 20 15 26 -18 -19 -20 21 24 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=-0.0035780760855737294 0.0023430025275331672 -0.0012095723889173852 -0.00058729686572903757 0.0017398651177979094 -0.0016930841523487502 0.0022222914354164671 -0.0029096493915901586 -0.00019404661275426483 -0.0034102969965007232 0.0021845598424327373 0.00094323879031590235 -0.0023931258226019938 -0.00153953352569121 0.0016584970826998792 0.00052226498014881642 -0.0013261601750632771 -0.0030197176540665122 0.0014305931173809287 0.0037026305946583592 0.0027569543784457156 -0.0015189860602578421 0.0025442818417999837 -0.0021615199286090471 -0.00017591293769152189 0.00083911585750146662 0.002698155703758164 -0.0036395513348699048 -0.00042953331904481765 0.00099724231137967049
leaf_weight=0.0013562996746992462 0.0016723384969203857 0.0014545255648648059 0.001987862129140483 0.0011403577659225284 0.0012562032249090463 0.0014894968617813467 0.0011086071019077437 0.0010002645392255261 0.0011208893150769263 0.0012330232387434128 0.0012017955415548611 0.0010064623698582409 0.0010857524561735943 0.0017084905058339928 0.0012155392054502522 0.0012810656487092197 0.0013231182656034957 0.0010268092918768179 0.0011853461487207895 0.0012440604719188286 0.0014548919765360324 0.0011127224304345873 0.0010427675360917821 0.0011916879482214426 0.0013718574453491774 0.0016501175405627677 0.0011887305554289049 0.0010176326198906294 0.0010381506332384207
leaf_count=352 52 27 257 131 158 157 128 66 77 97 77 43 13 66 132 49 569 78 27 28 45 14 122 16 37 70 373 492 157
internal_value=0 -0.000499645 -0.00124081 -0.000661175 0.000210939 0.000310434 0.000184151 0.000503916 -0.00016465 0.000302211 -0.000255438 -0.000580354 0.00135688 -0.000114383 -0.000871049 -0.00146269 -0.00155933 -9.59054e-05 0.00198658 0.000337087 0.000391316 0.000827076 0.000277768 0.00132205 -0.000374569 0.00143511 -0.00243961 0.000716853 0.0020413
internal_weight=0 0.012871 0.00682527 0.00546897 0.0252958 0.0240396 0.0225501 0.0158998 0.00891338 0.00779249 0.00612015 0.00665031 0.00698644 0.0055417 0.00488713 0.00368534 0.00331098 0.00211256 0.00487388 0.00604576 0.00453524 0.00459124 0.00347852 0.00243575 0.00282675 0.00368853 0.0024698 0.00215799 0.00268827
internal_count=3910 2008 1801 1449 1902 1744 1587 1268 857 780 728 319 411 191 631 554 826 91 320 207 148 180 166 44 82 293 422 623 227
is_linear=0
shrinkage=0.00404364


Tree=966
num_leaves=28
num_cat=0
split_feature=14 51 51 131 42 2 3 50 159 52 13 2 39 133 3 2 48 160 12 157 2 2 4 3 3 42 15
split_gain=0.000278563 0.000335009 0.000371106 0.000369158 0.000362161 0.000549387 0.000465407 0.0004147 0.000323338 0.000604781 0.000383537 0.000409931 0.000361316 0.000471868 0.000721142 0.000344383 0.000657173 0.000395096 0.000306801 0.000267159 0.000212726 0.000323081 0.000295172 0.000202565 0.000190712 0.00018896 0.000146308
threshold=0.077685000000000018 -0.40274499999999996 -0.09021499999999999 0.092255000000000018 -1.0000000180025095e-35 0.096540000000000015 -0.089604999999999976 0.10625000000000001 -0.092489999999999989 0.11401500000000002 -0.091849999999999987 0.099990000000000009 0.005105000000000001 0.086975000000000011 -0.14218999999999996 0.11230000000000001 0.095825000000000007 0.087825000000000014 0.085250000000000006 -0.080619999999999983 0.084065000000000015 -1.0000000180025095e-35 -0.00027999999999999998 -0.078884999999999997 0.16699000000000003 -0.086849999999999997 -0.090674999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 5 6 -4 8 -6 10 11 23 13 14 -12 16 17 18 20 -3 21 -16 -22 -10 -13 -21 -25
right_child=-2 2 3 -5 7 -7 -8 -9 9 -11 12 24 -14 -15 15 -17 -18 -19 -20 25 22 -23 -24 26 -26 -27 -28
leaf_value=-0.0019087684149793472 -0.0016397305600782937 0.0027412972816444302 -0.00051052795622083275 -0.0015808518565248368 0.0023288380372007951 0.00091087077292120624 -0.0035861173929219565 -0.0014847290892710228 -0.00069672677066775449 -0.0017700433310410505 0.0024253838763056697 0.003114438447536181 0.0019438687193902757 -0.0022602831630312852 -8.6949279605170672e-06 -0.0015439188880158451 0.0023005389072953057 -0.0020534243347988938 -0.0011914149173181134 0.001672985266277934 -0.0015791291575765515 0.0028071484350244646 0.0011472241472878484 0.00011961048342377696 0.0012617875853559116 -0.00045037801310662394 0.0019293661079337826
leaf_weight=0.0011069287743636904 0.0013266232314399487 0.0010537552354195068 0.0013821100056811697 0.001841688791028139 0.0010208647745235657 0.0013483763988580977 0.001172438549733478 0.0016977742226241812 0.0014294204168221469 0.0017424138767355704 0.0015557900825093835 0.001405988380014378 0.0012622775276058826 0.0011543045223837986 0.0010422793254747376 0.0019771397007097855 0.0014751148872167441 0.0013850494735889729 0.0017313740895841256 0.001010834361469648 0.0010236725815985226 0.0010591968431073011 0.0010242507619544483 0.0011525635747776652 0.0014605040996529262 0.0011608681805614909 0.0011511568931590289
leaf_count=138 126 76 229 366 110 173 324 297 130 205 96 53 191 318 33 78 55 89 212 31 94 35 36 51 89 243 32
internal_value=0 3.58067e-05 9.78007e-05 -2.09927e-05 7.58836e-05 -0.000943372 -0.0019221 0.000230365 0.000351423 0.000263778 0.00043023 0.00114925 0.00010721 -6.54397e-05 0.000140976 -0.000190619 0.000115488 -0.000328123 7.82226e-05 0.00125779 0.00060799 0.00141056 -0.000215568 0.000365094 0.0021705 0.000537956 0.00102394
internal_weight=0 0.0358281 0.0347212 0.0314957 0.0296541 0.00390292 0.00255455 0.0257511 0.0240534 0.0230325 0.0212901 0.00659963 0.0146904 0.0134282 0.0122739 0.0107181 0.00874094 0.00726582 0.00588077 0.00322546 0.0041494 0.00210148 0.00204792 0.00373314 0.00286649 0.0021717 0.00230372
internal_count=3910 3784 3646 3296 2930 726 553 2204 1907 1797 1592 355 1237 1046 728 632 554 499 410 350 198 68 130 213 142 274 83
is_linear=0
shrinkage=0.00359063


Tree=967
num_leaves=28
num_cat=0
split_feature=150 484 1 11 42 52 151 4 4 403 16 42 15 0 0 16 148 15 2 13 13 4 150 15 47 15 16
split_gain=0.000263692 0.000447421 0.000338888 0.000480646 0.000432481 0.000344843 0.000345923 0.000332407 0.000688115 0.000704705 0.000463341 0.000528441 0.000777475 0.000514515 0.00037288 0.000526532 0.000314239 0.00046072 0.000316661 0.000308877 0.000282486 0.000248504 0.000634529 0.000240013 0.000284706 0.000216449 0.000367412
threshold=0.075065000000000007 -0.0043499999999999988 0.12811000000000003 0.088315000000000018 0.09901500000000002 0.11401500000000002 -0.03268999999999999 -0.49837999999999999 -0.15333499999999997 -1.0000000180025095e-35 0.22945500000000005 0.088115000000000013 0.090505000000000016 -0.079019999999999993 -0.10131499999999999 -0.083564999999999987 -1.0000000180025095e-35 -0.074174999999999977 0.10045500000000002 -1.0000000180025095e-35 -0.077504999999999977 0.0057500000000000008 0.086025000000000018 -0.074174999999999977 0.13283000000000003 -0.10192499999999999 -0.12467499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 20 -10 11 12 13 14 25 -16 -2 18 21 -7 -9 22 -18 -4 -25 26 -11
right_child=16 2 23 -5 -6 19 7 8 9 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.002092888750618358 0.0024008681119658498 -0.0013447657027633902 0.0025445979039918402 -0.0027109365173855282 -0.0018900651565384612 -0.0025707041247979897 -0.0014251121711410315 0.0036050351637479518 -0.0026716902856720121 0.0019299881452803196 -0.0017297540205144463 0.0028723756868147014 -0.002382698302511616 0.0032959336535975181 0.00080565619981627016 -0.0028068645237052871 0.0016071615349236386 -0.0012370726646173593 0.0027644991387555835 0.00016066275073709874 0.0012245197613228278 0.0018526728861724281 -0.0024549152264641385 0.0015741218247827915 -0.001011552640819301 0.0020025941400766281 -0.00096022509328342535
leaf_weight=0.0016166166547462715 0.0011521420330842247 0.0018183513059069059 0.001023220594121077 0.0010403900479887254 0.0017661119374013925 0.0012630739033641647 0.0013263120675994699 0.0011446033718556237 0.001128389708200451 0.0011099674004455551 0.0012456331229573356 0.0013378771182652746 0.0012458096929197637 0.0010013452620541048 0.0012654144059777682 0.0010144180666034099 0.0011155862492273627 0.0019316590431994731 0.0010313851331806845 0.0010649423602096522 0.0017736217621555578 0.0010753445367717163 0.001034135745737963 0.0012897258648827395 0.0011021165431657209 0.0019173026216794363 0.0013731920830828415
leaf_count=575 91 151 192 104 337 241 82 29 581 34 170 88 109 54 136 161 59 195 85 115 65 37 59 49 27 61 23
internal_value=0 -0.000183422 -7.01493e-05 -0.00022783 -0.000114505 3.46063e-05 0.000203381 0.000370112 0.000523158 0.000145648 0.000421825 0.000682906 0.000354789 0.000798755 0.00042444 -0.000801745 0.000609553 0.000276035 0.000962712 -0.00132125 0.00215822 0.000386495 -0.000346923 0.00103044 0.000382691 0.00105971 0.000331695
internal_weight=0 0.0288684 0.0272518 0.0238368 0.0227964 0.0210303 0.0187022 0.0168839 0.0155576 0.0126393 0.011511 0.0102653 0.00892745 0.00768164 0.00668029 0.00227983 0.00734025 0.00618811 0.00425645 0.00232802 0.00291823 0.00322507 0.00214972 0.00341506 0.00239184 0.00440046 0.00248316
internal_count=3910 3384 2809 2541 2437 2100 1744 1593 1511 1417 836 666 578 469 415 297 526 435 240 356 94 155 118 268 76 118 57
is_linear=0
shrinkage=0.0037357


Tree=968
num_leaves=31
num_cat=0
split_feature=31 1348 14 151 4 11 3 0 0 124 14 1 158 4 13 156 12 3 50 48 2 15 403 2 159 2 48 2 2 12
split_gain=0.00134944 0.00114497 0.00126032 0.00113649 0.00129814 0.00161214 0.00107404 0.00109305 0.00166363 0.00143603 0.0012263 0.00114202 0.00101438 0.00109227 0.00164242 0.00100296 0.000935872 0.00093322 0.000932795 0.000930656 0.00109036 0.00134661 0.000856717 0.000896795 0.000832941 0.000695563 0.000655536 0.000650934 0.000742875 0.000637406
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.52174999999999983 0.27608500000000008 0.08184000000000001 -0.14539499999999997 -0.10575999999999998 -0.089879999999999974 -0.073304999999999995 -0.24487499999999998 1.0000000180025095e-35 0.086205000000000018 -0.51381999999999983 -0.10939499999999998 0.088820000000000024 0.10371500000000002 -0.100615 0.11901000000000002 0.12862000000000004 0.097940000000000013 -0.008624999999999999 -1.0000000180025095e-35 0.099675000000000014 0.088320000000000023 0.091525000000000009 0.12933000000000003 0.089910000000000004 0.085805000000000006 0.09258000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 25 -10 -8 24 13 -11 -15 16 17 29 -6 20 21 27 -19 -24 -12 -9 -25 28 -13 -16
right_child=1 -3 -4 4 18 -7 7 8 9 12 11 19 -14 14 15 -17 -18 22 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0011058385396070728 -0.0012234190113096786 0.0012540539832194253 -0.0010381003003110661 0.00052204764366280782 0.00060248981901229125 -0.0011220166485706726 -0.0012396102886716007 -0.0012684663641573388 0.00081581398156145731 -0.0012614249103888341 -0.00087426716484780682 3.3430029842997834e-05 -0.0012053439903548183 0.00064779332461179211 0.0012218556961917731 -0.001170021396656013 -0.0011588556228023846 -0.0012683490748580226 -0.00062678045508877088 -0.00054734833010055748 0.0010088223238063046 0.00099463574849510379 4.660824531581379e-05 -0.0012683083652762631 0.00049679691327729177 -0.00016767982060759176 2.6774847034870569e-05 0.00039358332698921384 -0.0010016143873427341 -7.3752789083275319e-05
leaf_weight=0.0016408665776386213 0.0012977270817486888 0.0010572976739808828 0.0021241927773374405 0.0048767045686659563 0.0074114238100726482 0.0023381756340370421 0.0010078005735181242 0.003237717056065118 0.0023779189912573875 0.0013537030025965102 0.0024344504466542382 0.0033243073394899625 0.0015582401977392015 0.0040460072033710005 0.0013795823694095913 0.0016964725622354839 0.0013787153048006031 0.0011022364044896973 0.0011466100138477486 0.0017524057957416508 0.003884265248586872 0.0028001913722732761 0.011459305953919901 0.0016375436597448898 0.0010078582000527803 0.0012918010802263069 0.001020535569864478 0.0035958107462192856 0.0016787385259817711 0.0010961804268134756
leaf_count=113 63 28 123 78 338 117 17 319 49 33 93 37 186 53 23 180 227 572 18 18 103 29 731 120 29 104 20 29 32 28
internal_value=0 -5.66307e-05 -7.50301e-05 -4.70799e-05 -2.58465e-05 -8.84931e-05 -4.88764e-05 -9.84869e-05 -0.000237897 -0.00013008 0.000126247 0.000193466 -0.000211197 -0.000152003 -9.1486e-05 -0.000235494 -0.000152376 -7.39574e-05 0.000437792 0.000328102 0.000428483 0.00023073 -0.000191431 -0.000107349 -0.000472839 -0.000954526 -0.000771078 -1.80333e-05 -0.000313872 0.000648206
internal_weight=0 0.0763739 0.0753166 0.0731924 0.0718947 0.0633367 0.0609985 0.0561218 0.034636 0.0301064 0.0214858 0.020478 0.0277285 0.0261703 0.0248166 0.0207706 0.0190741 0.0176954 0.00855803 0.0170357 0.0152833 0.011399 0.0152196 0.0141174 0.00344231 0.00452952 0.00265808 0.00859886 0.00500305 0.00247576
internal_count=3910 3797 3769 3646 3583 3227 3110 3032 2645 2222 387 370 2173 1987 1954 1901 1721 1494 356 248 230 127 1443 871 122 423 140 98 69 51
is_linear=0
shrinkage=0.00126831


Tree=969
num_leaves=31
num_cat=0
split_feature=9 1213 52 133 151 1 1447 38 13 122 14 3 4 159 13 47 42 376 3 15 160 11 15 47 403 15 12 52 43 2
split_gain=0.00135423 0.0011549 0.00117978 0.00117589 0.00111144 0.00125662 0.00130901 0.00121994 0.00124263 0.00130529 0.00108391 0.00104362 0.0012037 0.001201 0.00125273 0.00114305 0.00116305 0.00134784 0.000973367 0.00142612 0.000962558 0.00100064 0.000919366 0.00099422 0.000897765 0.000858859 0.000819276 0.000938716 0.000803879 0.000725752
threshold=-0.016839999999999997 -1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.52174999999999983 0.10113500000000002 -1.0000000180025095e-35 0.11976000000000002 -0.060719999999999989 0.09197000000000001 0.077685000000000018 -0.15327499999999997 -0.52333999999999992 0.10519500000000001 -0.45122499999999993 0.078345000000000012 -0.09602999999999999 0.076485000000000011 0.12046500000000002 0.024640000000000006 -0.079684999999999992 0.088315000000000018 -0.040439999999999997 0.096475000000000019 -0.088229999999999989 -0.074174999999999977 0.10129000000000001 0.10218500000000001 -0.15648499999999999 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 10 -7 8 20 18 11 -6 -13 14 -14 16 -16 26 19 22 -8 -22 23 -10 -2 -20 27 28 -18 -30
right_child=1 2 3 4 5 6 7 -9 9 -11 -12 12 13 -15 15 -17 17 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011003032018560451 -3.0295908457172499e-05 -0.0011046801442848866 -0.0010893300065320639 -0.0012209527150063547 0.00047927024485617934 -0.00078101444810770872 -0.00042258855291506052 -0.0010286491327572453 0.00085545108936843823 -0.0012275004103999611 -0.0012937990149606039 -0.0012941410663328116 0.00081376645326184847 -0.0011976473806804338 -0.0011152909251833808 -0.00094148617052765217 0.0010268225629871625 0.0010737248179863543 0.00039335160911311255 -0.00041234087812827411 0.0010776897085268237 -0.00028721665469899697 0.0012794269936524973 -0.00021526064055237698 -0.0012937502874998689 -0.00072402504083760488 -0.001033738396966487 -0.00079553491407382453 -9.209065163740374e-05 0.00059189512465010051
leaf_weight=0.0017012359719927863 0.0016359336584548245 0.0016762429894696665 0.0016439626932562837 0.0011939843393680141 0.0051040489432665403 0.0019492170840180725 0.0010294058859283703 0.0010843483680673663 0.0034449605136579438 0.0010554448708717237 0.0012445579595308223 0.0014651534499030483 0.0026202914514215072 0.0015843451111274822 0.0015949778305777143 0.0025843180644025123 0.0014104411150412935 0.0018941948550832413 0.0020340154201790028 0.0024579332466601054 0.0071103587050469486 0.0010290197342328611 0.0030330033595902276 0.0025081116974661199 0.0022164702451423759 0.0026527169832917244 0.001362592001204809 0.0022509915133166461 0.016492151166378047 0.0030813228246966409
leaf_count=121 106 270 208 64 61 44 53 13 176 9 79 24 20 149 138 169 38 30 28 42 233 14 39 28 486 28 122 264 785 69
internal_value=0 -6.60634e-05 -3.12998e-05 -7.28293e-06 1.69944e-05 3.75012e-05 0.000243374 0.000316144 0.000371474 0.000166296 -0.000104227 -6.85052e-05 -0.00014544 -9.71821e-05 -4.48106e-05 -0.000118161 -4.24047e-05 2.21903e-05 0.000257493 0.000460861 0.000756065 0.000905132 0.000699705 0.000404345 -0.000757221 -0.00023909 -5.87859e-05 -1.61062e-06 8.35554e-05 1.55847e-05
internal_weight=0 0.0804445 0.0765921 0.0749159 0.0732719 0.0720779 0.0293885 0.0274393 0.026355 0.0171862 0.0426894 0.0414448 0.0363408 0.0348756 0.0332913 0.030671 0.0280867 0.0264917 0.0161307 0.011444 0.00916878 0.00813938 0.00898608 0.00595307 0.0038524 0.00468673 0.0245975 0.0232349 0.0209839 0.0195735
internal_count=3910 3789 3197 2927 2719 2655 707 663 650 350 1948 1869 1808 1784 1635 1615 1446 1308 341 285 300 247 243 204 592 56 1278 1156 892 854
is_linear=0
shrinkage=0.00129368


Tree=970
num_leaves=31
num_cat=0
split_feature=9 4 151 11 50 0 1348 52 133 14 1213 38 3 484 3 4 475 160 403 2 124 159 147 2 40 150 403 48 160 402
split_gain=0.00146373 0.00120793 0.00180852 0.00161358 0.00141082 0.0011875 0.00113912 0.00107894 0.00110373 0.00114877 0.00113538 0.00119038 0.00174802 0.001416 0.00107557 0.00138986 0.00104289 0.00112459 0.00125293 0.000905715 0.00089598 0.000944771 0.0009708 0.000843123 0.000814338 0.000917 0.00102614 0.000971827 0.00087739 0.000588383
threshold=-0.016839999999999997 0.27608500000000008 -0.27336999999999995 0.08184000000000001 0.11901000000000002 0.18055000000000002 0.088030000000000011 -0.51745999999999992 -0.26719999999999994 0.077685000000000018 -0.082704999999999987 0.11576000000000002 0.24227500000000002 -0.0043499999999999988 -0.14218999999999996 -0.49837999999999999 -0.083684999999999982 -0.23073999999999997 -1.0000000180025095e-35 0.091250000000000012 -0.048219999999999992 0.099650000000000016 0.083685000000000009 -1.0000000180025095e-35 -0.061244999999999994 0.090480000000000019 0.088015000000000024 0.091555000000000011 0.094340000000000021 0.12527000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 -2 -9 10 -10 12 13 -12 -15 -16 -17 -18 19 -19 -20 22 23 -22 -25 26 28 -27 -26 -28
right_child=1 2 4 -5 -6 -7 -8 8 9 -11 11 -13 -14 14 15 16 17 18 20 -21 21 -23 -24 24 25 27 29 -29 -30 -31
leaf_value=0.0010919655956223417 -0.00126838656868267 -0.0012321674962974595 0.00069991833596208519 -0.0010207930022023614 -0.00069109495698466399 0.00059795729893267276 0.0011741684397996595 -0.0012684789139747435 -0.0012683751411184591 -0.0010759859172221383 -0.00090390868808338067 -0.0011351912284904317 0.0010444369251454639 0.00084859773313863279 -0.0012642880481687246 0.00075600971121228121 -0.00086061934350845147 -0.0012683965673902348 0.00075359642489514168 8.337270055200867e-05 -0.00080367881928702998 -0.0010824201646335637 -0.00094854411536567313 -0.00085852931692320666 0.0004078565707480157 -0.0012684089014795596 -0.0012685015616352626 3.1803177752521761e-05 -0.00065451270183546041 9.7840877478727169e-05
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leaf_count=121 193 20 339 160 18 30 30 197 336 76 468 20 76 37 50 113 245 447 78 143 50 64 25 47 326 57 66 23 39 16
internal_value=0 -5.62583e-05 0.000337172 -0.000116062 0.000507291 -7.60419e-05 -0.000117325 -0.000139258 -0.000115093 -9.0375e-05 -5.96236e-05 -3.40681e-05 -4.03395e-06 -5.1616e-05 -2.04774e-06 -4.1966e-05 -4.38385e-06 -5.1109e-05 -8.72471e-07 -0.000743917 6.38875e-05 9.64755e-06 4.86096e-05 9.40201e-05 0.000139823 0.000181631 0.000273973 -0.000348679 0.000348288 -0.000591795
internal_weight=0 0.0825854 0.010897 0.0716884 0.00983126 0.0686517 0.0646894 0.0636092 0.0622764 0.0609697 0.059125 0.0579009 0.0563635 0.0539166 0.0509532 0.0486693 0.0472176 0.0444841 0.0418848 0.00335782 0.038527 0.035718 0.0344876 0.0329855 0.0313842 0.0301227 0.0256554 0.00446731 0.0236273 0.00202811
internal_count=3910 3789 377 3412 357 3252 3222 3192 2999 2802 2726 2390 2370 2294 1826 1789 1739 1626 1381 590 791 713 649 624 574 527 447 80 365 82
is_linear=0
shrinkage=0.00126831


Tree=971
num_leaves=27
num_cat=0
split_feature=52 133 0 158 41 3 0 16 457 1 1 0 44 160 42 48 48 49 3 15 15 160 131 47 15 1
split_gain=0.000267248 0.000308969 0.000308121 0.000343837 0.000345158 0.000365785 0.000344715 0.000342803 0.000305958 0.000292574 0.000398493 0.000379281 0.000365917 0.000362666 0.000461501 0.000358965 0.000582915 0.000320674 0.000255959 0.000196275 0.000267155 0.000185435 0.000393992 0.000543809 0.000653745 0.000118125
threshold=-0.42985499999999993 0.10681500000000001 0.18055000000000002 0.085745000000000002 0.078535000000000008 -0.12008499999999998 -0.061994999999999995 -0.14118999999999995 -0.067474999999999993 0.094385000000000011 0.090820000000000012 -0.22851499999999997 0.088980000000000017 -0.082109999999999975 -1.0000000180025095e-35 0.12862000000000004 0.016865000000000002 -0.084114999999999981 0.097615000000000021 -0.068324999999999983 0.083935000000000023 -0.080184999999999992 0.087205000000000019 0.09252500000000001 1.0000000180025095e-35 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
left_child=-1 2 3 4 5 6 -2 -6 -7 10 11 -10 15 -13 -15 16 21 -16 19 -19 -21 -11 23 24 -23 -18
right_child=1 -3 -4 -5 7 8 -8 -9 9 12 -12 13 -14 14 17 -17 25 18 -20 20 -22 22 -24 -25 -26 -27
leaf_value=-0.0019139281969561134 2.1725905074593626e-05 -0.0015421529191985775 0.0017991079441246158 -0.0015097400133185666 0.000174316112678366 -0.0013515580360228875 0.0025852431422218754 -0.0029627583418651579 0.0018486347830641112 -0.00042611809714373339 -0.0025189613571006486 -0.0024430425235803981 -0.0015698531863437442 -0.0018060785087053489 -0.0014947082446003395 -0.0010394275817919634 0.0019765356439785616 0.0018373088330696393 0.002363064206119282 -0.0010554307277825647 0.0011703429600620813 0.0033139171370668899 0.0030187908835775318 -0.0011194754410232561 -0.00044504738154052396 0.0038106981504951861
leaf_weight=0.0010552310201712425 0.0013423584836385061 0.0017234612073143687 0.0015015749128721714 0.0019688946764780382 0.0010157480268624397 0.0019710972372141136 0.0017603873578622099 0.0010072987736648989 0.0013934378484492466 0.0019094342292724793 0.0010009574258260665 0.0010066116180187388 0.0010049898295108059 0.0016654774234213824 0.0010389328253310763 0.0013082575820959627 0.0010168720174625889 0.001008455229941304 0.0012071280282270891 0.0018075473060994527 0.0013812996350963669 0.0014343461380916783 0.0010786806035675278 0.0018719651380694202 0.0012635175899617934 0.0010223862197253908
leaf_count=353 70 527 38 368 61 223 72 89 43 72 102 290 37 511 43 47 63 92 25 131 235 157 79 47 56 79
internal_value=0 3.17847e-05 0.000111597 3.35964e-05 0.000133169 0.000241146 0.00147617 -0.00138767 9.02298e-05 0.000211573 -0.00022166 -2.84556e-06 0.000630236 -0.000285873 -1.80872e-05 0.000832984 0.00108823 0.000444072 0.000816778 0.000372072 -9.13015e-05 0.000600431 0.000947448 0.00045852 0.00155344 0.0028961
internal_weight=0 0.0357111 0.0339877 0.0324861 0.0305172 0.0284941 0.00310275 0.00202305 0.0253914 0.0234203 0.0115098 0.0105089 0.0119104 0.00911545 0.00810884 0.0109055 0.0095972 0.00644336 0.00540443 0.0041973 0.00318885 0.00755794 0.00564851 0.00456983 0.00269786 0.00203926
internal_count=3910 3557 3030 2992 2624 2474 142 150 2332 2109 1472 1370 637 1327 1037 600 553 526 483 458 366 411 339 260 213 142
is_linear=0
shrinkage=0.00381041


Tree=972
num_leaves=26
num_cat=0
split_feature=14 157 4 51 475 3 15 158 38 124 40 15 13 16 47 42 49 3 3 1 3 3 42 2 15
split_gain=0.000274754 0.000307466 0.000345391 0.000401668 0.000324643 0.000319083 0.000407344 0.000593275 0.000307851 0.000439532 0.000277577 0.000318452 0.000367488 0.000448261 0.000483037 0.000379229 0.000308408 0.000363053 0.000302259 0.000293175 0.000244259 0.000238865 0.000218105 0.000169251 0.000153992
threshold=0.077685000000000018 -0.07686999999999998 -0.0017649999999999999 -0.089214999999999989 -1.0000000180025095e-35 -0.15464999999999998 -0.26361999999999991 0.085745000000000002 0.083695000000000006 -0.048219999999999992 -0.061244999999999994 -0.11739999999999999 -0.10023999999999998 -0.40374499999999997 0.10783500000000001 -1.0000000180025095e-35 -0.081419999999999979 -0.08348499999999999 -0.078884999999999997 0.089680000000000024 -0.074234999999999982 0.097615000000000021 0.088585000000000011 0.087995000000000004 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 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 22 -7 8 9 -8 -11 -12 21 -14 15 -15 17 -17 -18 23 -16 -13 -6 -20 -21
right_child=-2 4 -4 -5 5 6 7 -9 -10 10 11 12 13 14 20 16 18 -19 19 24 -22 -23 -24 -25 -26
leaf_value=0.0020594775992895989 -0.0018401231041646846 -0.0021172580091392869 0.0029689317587488725 -0.0012975368360150924 0.0021637740748107728 0.0018286619698297693 0.001783308382405085 -0.0026933056368290348 -0.0022466679444978128 -0.0018452100885127695 -0.0016220537283142347 0.00030065108179605781 -0.0022346180168672648 -0.0018967607699116647 0.0032417370747225643 0.0028432336631760455 -0.0017060238748780997 -0.00025717548966258696 7.9864528462198866e-05 -1.4803459953610073e-05 0.00055461121954340667 0.0025664277720520057 -0.00011515087678267314 0.0022125390474702238 -0.0018815746827877469
leaf_weight=0.0010578769482575412 0.0012604123518400448 0.0011812222394887986 0.0011295063548086839 0.001190554344522754 0.0017033621773667696 0.0015743695439842621 0.0019714156630445947 0.001470918280552235 0.0010067100110120455 0.0014540976241033112 0.0018390180781048182 0.0015141620553387114 0.0014509492497918235 0.0018235857025357691 0.0010012370569159046 0.0012041911325715304 0.0018663292419978036 0.0011705861588495754 0.0011142819837129201 0.0019991080234262881 0.0011335244481465176 0.0014142278750117754 0.0010775172212085238 0.0012308060750776395 0.0010641698043265535
leaf_count=88 126 292 86 282 79 221 137 277 58 85 187 61 107 679 33 27 480 36 44 39 32 68 37 210 139
internal_value=0 4.41669e-05 0.0011804 0.000281924 -7.8591e-05 1.45403e-06 -0.000128842 -0.000248621 -0.000100387 -7.46114e-06 -0.000173359 -5.07415e-05 0.00010991 -0.00013997 8.33745e-05 -0.000238809 7.45158e-05 0.00131497 -0.000330421 0.000144275 0.00181492 0.00139488 0.00128075 0.00119919 -0.000663312
internal_weight=0 0.0346437 0.00337794 0.00224843 0.0312658 0.0300846 0.0273037 0.0257293 0.0242584 0.0232517 0.0212803 0.0198262 0.0179872 0.0150588 0.0136078 0.0114731 0.00964947 0.00237478 0.0072747 0.00540837 0.00213476 0.00292839 0.00278088 0.00234509 0.00306328
internal_count=3910 3784 456 370 3328 3036 2920 2699 2422 2364 2227 2142 1955 1826 1719 1654 975 63 912 432 65 129 116 254 178
is_linear=0
shrinkage=0.00396435


Tree=973
num_leaves=25
num_cat=0
split_feature=12 52 3 49 13 4 13 1 48 13 48 1 1 4 4 15 4 1 52 43 42 2 12 16
split_gain=0.000258443 0.000487328 0.000485369 0.00039977 0.000438778 0.000377789 0.000358901 0.000331917 0.000321026 0.000358038 0.000361345 0.000500873 0.000379982 0.000363612 0.000350215 0.000344369 0.000294409 0.000282194 0.000266792 0.000564718 0.00022307 0.000192233 0.000168826 0.000118043
threshold=0.051320000000000005 0.11401500000000002 -0.015794999999999997 -0.14917999999999998 -0.23438999999999996 0.25367000000000006 0.0024700000000000004 1.0000000180025095e-35 -0.088799999999999976 -0.089899999999999994 0.12675000000000003 0.10373000000000002 0.095825000000000007 0.080255000000000007 0.0057500000000000008 -0.09547499999999999 -0.083329999999999987 0.087545000000000026 -0.088779999999999984 -0.0037249999999999996 0.08648500000000002 0.085255000000000011 0.094045000000000004 -0.074719999999999995
decision_type=2 2 2 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 6 16 -4 -9 -10 11 12 14 -13 15 -11 21 -1 -18 -20 -7 -6 -8 -15
right_child=1 -3 7 4 5 20 22 8 9 10 -12 13 -14 23 -16 -17 18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00055803589779152452 0.0015616528740812464 -0.0022928741158547827 -0.0019207323526870222 0.0014583123176052889 0.001573494183399477 0.0021094985883633411 -0.0013851088013590112 -0.0018592488943560766 0.0019926674424237123 0.00070325435561944941 -0.0017319756748150491 0.0030098018745169774 -0.0026034524888995372 0.0014888010844971745 0.0015014745535832544 -0.002255288176263308 -3.9158091581175118e-05 0.0028579634192581658 -0.0038937901055533818 -0.00020885073769298784 -0.0004345031453932398 -0.00066012260392838372 -0.0035051609233512876 -0.00031633733182578753
leaf_weight=0.0017320708812214028 0.0019074122282192194 0.0018455039242698526 0.0012893240156088845 0.0017724747938858707 0.0013340959425526284 0.001079358428349054 0.0013238091423923848 0.0011067857839606185 0.0018200094876424941 0.0011870898752022211 0.0014737153079522622 0.0014867400561104915 0.0010051155760475439 0.0010335406463455321 0.001693275814034223 0.0012905003353580443 0.0019621693996257922 0.0016250390593723907 0.0012535633472392522 0.001365648909824763 0.0010874282052455442 0.0011088913740542328 0.001065422568834351 0.0012675753653432764
leaf_count=62 55 492 81 35 236 63 175 52 199 23 47 74 53 100 45 104 348 167 644 384 46 122 259 44
internal_value=0 -0.000368743 0.00031167 -0.000136047 -0.000378558 -0.000659707 -0.00100324 1.7483e-07 0.000185494 0.000370122 8.71971e-05 0.000386281 -0.000415377 0.00148172 0.000111916 -0.000837759 -0.00055179 0.00167134 -0.00114445 -0.00197247 0.00083276 0.000559638 -0.0023305 0.000494436
internal_weight=0 0.0171058 0.0180108 0.0152603 0.0133529 0.0115804 0.0094136 0.0146537 0.0133643 0.0122576 0.0104376 0.00896384 0.00517598 0.00378786 0.00417087 0.00247759 0.00702437 0.00335711 0.00458138 0.00261921 0.00216679 0.00244299 0.00238923 0.00230112
internal_count=3910 2859 1051 2367 2312 2277 2168 822 741 689 490 443 225 218 172 127 1734 229 1376 1028 109 358 434 144
is_linear=0
shrinkage=0.00396435


Tree=974
num_leaves=31
num_cat=0
split_feature=31 123 151 16 1348 14 4 480 133 52 123 2 124 484 39 3 1213 39 48 42 147 15 42 13 13 2 151 43 0 48
split_gain=0.0011747 0.000817623 0.000780855 0.00121859 0.000748117 0.000800631 0.000688637 0.00101045 0.00075032 0.000900901 0.000795503 0.00139814 0.0012335 0.00098277 0.000839828 0.0008068 0.000661555 0.000650556 0.00067717 0.000622023 0.000559019 0.00125753 0.000771148 0.000819279 0.000882349 0.000902934 0.000887006 0.000805568 0.000728361 0.000948222
threshold=-1.0000000180025095e-35 -0.041524999999999992 -0.52174999999999983 -0.53943499999999989 0.088030000000000011 0.078275000000000025 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -0.51745999999999992 1.0000000180025095e-35 0.095995000000000011 -1.0000000180025095e-35 -0.0043499999999999988 0.13419 0.24227500000000002 -0.082704999999999987 0.088025000000000006 0.14133000000000004 -0.10770999999999999 0.088295000000000012 0.15514500000000001 0.11223000000000001 0.25430000000000003 0.16421000000000002 0.099015000000000006 0.063570000000000015 -0.18906999999999999 -0.11524 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 -4 5 6 7 8 -5 -10 12 -12 -11 -14 15 16 -15 18 19 -18 21 22 23 24 25 27 -27 -21 29 -29
right_child=1 2 3 4 -6 -7 -8 -9 9 10 11 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00099972546446867915 0.0008842823893365527 -0.0012802170118737333 0.00074711183393268805 -0.0011490428435074064 0.00075939218590600111 -0.0011609368724171997 0.00055547552745651991 -0.001313882299244997 -0.0013196352377456198 -0.0012159452083134203 -0.00071910234420804878 0.00077602188404986706 -0.00098708277986217963 -0.0013196087290838726 0.00079757499635166665 0.00079909910285697354 -0.0010225722076410114 -0.0012694222870160655 -0.0011878498377380826 0.00085611391949981129 -0.00096261992910652171 0.0011040020238416526 -0.0012471473675430777 0.00098722106336355544 -0.0011850388176166914 0.0005508238707714675 -0.00048580847191121113 0.00041801611171915715 -0.00045792586355807496 -0.0005247811049447869
leaf_weight=0.001268365978674523 0.0010319472825486278 0.0013839436796683193 0.0019571275198710927 0.0017400424846365494 0.0011207038862153232 0.0019489339462008806 0.0015889550947942857 0.001745799984544937 0.0013883209568383839 0.0023977588758157245 0.0016509232092527517 0.0031998910886770204 0.0029340091028497986 0.0010056352346747835 0.0014255782992336199 0.0012850781535291836 0.0014749697845459755 0.0010361312635609457 0.0011992541023140282 0.0011052518976839556 0.0014179600450603394 0.0014097120895897311 0.0011142097972118839 0.0011028340159668906 0.0014241003357078333 0.0054906830310432744 0.0019468490737040156 0.0045882411533639559 0.015895215870632053 0.0031209719654725632
leaf_count=113 29 65 108 212 32 94 131 230 249 40 55 116 364 314 29 73 103 24 29 13 33 16 150 15 31 201 17 56 931 37
internal_value=0 -0.000281601 -0.000299013 -0.00027896 -0.000309498 -0.000328031 -0.000302136 -0.00032444 -0.000295337 -0.000269553 -0.000243624 0.000267172 -0.000291854 -0.000246613 -0.000199428 -0.000231283 -0.000261841 -0.000236709 -0.000210795 -0.000181568 -0.000149445 -0.000118447 -0.0001666 -0.000131878 -0.000168641 -0.000123615 0.000279475 -0.000244944 -0.000296499 3.63373e-05
internal_weight=0 0.070131 0.0690991 0.0677151 0.065758 0.0646373 0.0626884 0.0610994 0.0593536 0.0576136 0.0562253 0.00485081 0.0513744 0.0489767 0.0460427 0.0446171 0.043332 0.0423264 0.0412903 0.040091 0.038616 0.0371981 0.0357884 0.0346741 0.0335713 0.0321472 0.00743753 0.0247097 0.0236044 0.00770921
internal_count=3910 3797 3768 3703 3595 3563 3469 3338 3108 2896 2647 171 2476 2436 2072 2043 1970 1656 1632 1603 1500 1467 1451 1301 1286 1255 218 1037 1024 93
is_linear=0
shrinkage=0.00131955


Tree=975
num_leaves=29
num_cat=0
split_feature=151 4 11 14 47 1213 160 484 50 52 133 133 0 48 151 42 52 3 43 12 1 2 3 4 16 13 43 13
split_gain=0.000253914 0.000459272 0.00060693 0.000393525 0.000310599 0.000298985 0.000296838 0.000303403 0.000460932 0.00035083 0.000461219 0.00030672 0.000273933 0.000386103 0.00033422 0.000401497 0.000314225 0.00039906 0.000343359 0.000275708 0.000212636 0.000206256 0.000331661 0.000265056 0.000166774 0.000107832 3.89515e-05 3.14978e-09
threshold=-0.27336999999999995 0.27608500000000008 0.08184000000000001 -0.46637499999999993 0.096475000000000019 -1.0000000180025095e-35 -0.23073999999999997 -0.0043499999999999988 0.10030500000000002 0.11401500000000002 -0.097724999999999992 0.099765000000000006 -0.017269999999999997 -0.085784999999999986 -0.056409999999999995 -0.09361499999999999 0.071660000000000015 -0.082204999999999986 -0.074254999999999988 0.084100000000000022 0.089895000000000017 0.087995000000000004 0.088060000000000013 0.05309500000000001 -0.072359999999999994 -0.075169999999999987 -0.085549999999999973 -0.077154999999999987
decision_type=2 2 2 2 2 2 2 2 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 -2 -7 -8 9 10 -9 12 13 -12 20 -16 17 -17 25 26 -15 23 -23 -20 -24 -19 -14 -18
right_child=1 3 -4 4 -6 6 7 8 -10 -11 11 -13 19 14 15 16 27 18 21 -21 -22 22 24 -25 -26 -27 -28 -29
leaf_value=-0.0018470875804968135 -0.0018722604191892867 -0.0006536048618315469 -0.0028033544912588414 0.0029241160399565754 0.00043746991994725098 -0.0016106856337889173 -0.0014451759005072306 -0.002138237002474507 0.0025276569018409128 -0.0017321925689302582 -0.0018229323344125209 -0.0010175491604302845 0.0027343550828983652 0.00052081276593003234 -0.0019633740993413138 -0.001875710386885054 0.0017121588989239124 0.00081077063386606981 -0.0022082998477141436 0.00015551527671103256 0.0027888490583931756 0.0022272017186070101 0.00065756439141691182 0.00029050535609076016 -0.0011577477122712819 0.0024651395023741643 0.0017356483445713272 0.0017030539822376462
leaf_weight=0.0010020878201508756 0.0011336850699678038 0.0010991612152406738 0.001097925845860547 0.0016874679329501588 0.0011216166316181386 0.0013771870696469837 0.0015370919306479927 0.0010508103596668641 0.0011198567556731645 0.0012925800367620246 0.001086743252708188 0.0020005399370704438 0.0010930680167362539 0.0010276280659322632 0.0010484673761990146 0.0011740467149061662 0.0010382322188835502 0.0010094098081072644 0.0010921000851364928 0.0013960669893329225 0.0012042287277838071 0.0010597582742946088 0.0014591287830967234 0.0011896582233248409 0.0012694327610383097 0.0011091957818836198 0.0010058783659507948 0.0010010380021210361
leaf_count=97 585 66 156 313 42 305 545 226 94 93 43 292 28 77 80 157 38 67 56 32 108 38 44 32 42 77 89 88
internal_value=0 2.36366e-05 -0.000130821 0.00120428 0.00193124 -2.8852e-05 4.67515e-05 0.000133658 0.000231799 0.000122894 0.000230346 0.000347392 0.000489139 0.000283531 0.000439445 0.000205491 0.000404928 0.000121177 0.00040748 0.00141682 0.00174456 -3.55842e-05 0.000488365 -0.000905478 -0.000186989 0.00167692 0.00225574 0.00170769
internal_weight=0 0.033782 0.0298738 0.00390825 0.00280908 0.0287758 0.0276421 0.026265 0.0247279 0.023608 0.0223154 0.0212646 0.0192641 0.0157691 0.0146823 0.0124505 0.011402 0.00936273 0.00818868 0.00349501 0.00223186 0.00607008 0.00378832 0.00228176 0.00272856 0.00211861 0.00209895 0.00203927
internal_count=3910 3813 3392 421 355 3236 2651 2346 1801 1707 1614 1388 1096 947 904 719 639 513 356 149 185 212 124 88 86 144 117 126
is_linear=0
shrinkage=0.00366245


Tree=976
num_leaves=31
num_cat=0
split_feature=124 3 39 1348 14 9 42 1429 151 4 11 43 4 130 50 48 128 376 483 0 1 0 52 0 4 42 13 483 47 52
split_gain=0.00136519 0.00277841 0.0013865 0.00132022 0.00156153 0.00176486 0.00127634 0.00119449 0.00111016 0.00130729 0.00144179 0.00139405 0.00164149 0.00150766 0.00135796 0.00161165 0.00130233 0.00123637 0.00110247 0.00125386 0.0015458 0.0013511 0.00144102 0.00114226 0.0017786 0.0012686 0.00117057 0.00116054 0.00129186 0.00169341
threshold=-0.50873999999999986 0.31335500000000011 0.15608500000000003 0.094400000000000012 0.088250000000000009 -0.016839999999999997 -0.26552999999999999 -1.0000000180025095e-35 -0.52174999999999983 0.27608500000000008 0.08184000000000001 -0.17307499999999998 -0.51381999999999983 -1.0000000180025095e-35 0.11901000000000002 0.11930500000000001 1.0000000180025095e-35 0.088415000000000007 0.083960000000000021 -0.13027499999999997 1.0000000180025095e-35 -0.14867499999999997 -0.010284999999999997 -0.089879999999999974 0.15927500000000003 0.10138000000000001 -0.094129999999999978 -1.0000000180025095e-35 0.086165000000000005 0.10898500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 13 -13 -10 15 -11 17 18 19 20 -14 22 -22 24 -21 27 -26 -25 29 -29
right_child=1 -3 -4 -5 -6 6 7 8 9 14 -12 12 16 -15 -16 -17 -18 -19 -20 23 21 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=-0.001340682367325273 0.00140092165620495 0.0014004427986044178 0.0010985429753380999 0.0013813603071145921 -0.0013558045813460106 -0.0014006307670956215 -0.0010608346480056117 -0.0013226917009766027 -0.00067155155094375909 0.00094439879430515566 -0.0010855866565834824 -0.0013978208064697191 -0.00089138941511512199 0.00073787717505188549 -0.0008124419060390629 -0.00085004570426543504 -0.0014004104366021543 0.0013903599134742308 -0.0012419126328752511 -0.0012248244083612005 -0.0002741420506110124 0.0012633158894942928 0.00073192913490165103 -0.0014004838677496056 0.00066749333112574717 -0.0014004784541161942 -0.00083409158215769349 6.0334973144684026e-05 0.00079601482907340406 -0.0014005825995244633
leaf_weight=0.001574561605963253 0.0015394165059126044 0.0026030809114097045 0.0019571284340855746 0.001174691748488498 0.0019386547285300528 0.0014809085211311404 0.0024060816321118663 0.0013406810868392674 0.0018753715572010776 0.006719563483386537 0.0028154802421678218 0.001976051930961723 0.0019928034791973767 0.0072093396721415459 0.0014045307725609755 0.0011493092808336769 0.0014664868286531343 0.0011239551112112159 0.0015907133529631237 0.004762722144429285 0.0058905720435546982 0.0029822272088750887 0.0053066148150122672 0.001083778697708925 0.0023908556918925683 0.0013084124158888591 0.001772881605376142 0.017109118809690606 0.0040874850770116202 0.0017114708592975694
leaf_count=19 101 142 34 24 58 21 178 63 47 233 95 44 36 126 14 17 222 18 268 287 64 66 67 152 28 234 37 938 78 199
internal_value=0 -2.56919e-05 -6.71395e-05 -9.31797e-05 -0.000113219 -8.471e-05 -0.000112278 -8.88615e-05 -5.92847e-05 -3.74935e-05 -0.000104333 -6.22447e-05 -0.000144034 0.000446927 0.000455915 0.000682306 -9.86408e-05 -6.26985e-05 -9.41119e-05 -5.78845e-05 0.000263436 0.000425737 0.000202659 -0.000209709 -0.000640384 -5.77582e-05 2.81321e-05 1.5468e-05 8.24565e-05 -7.25152e-05
internal_weight=0 0.0921704 0.0895673 0.0876102 0.0864355 0.0844968 0.0829574 0.0814765 0.0790704 0.0777297 0.0684563 0.0656409 0.0565562 0.00908471 0.0092734 0.00786887 0.0545801 0.0531136 0.0519897 0.0503989 0.0161722 0.0141794 0.0111972 0.0342267 0.00892646 0.0253003 0.00416374 0.0239919 0.0229081 0.0188206
internal_count=3910 3891 3749 3715 3691 3633 3532 3511 3333 3270 3006 2911 2738 173 264 250 2694 2472 2454 2186 233 197 131 1953 352 1601 65 1367 1215 1137
is_linear=0
shrinkage=0.00140032


Tree=977
num_leaves=26
num_cat=0
split_feature=1 0 147 11 3 12 4 47 0 4 50 47 13 52 13 133 0 2 0 0 4 150 0 52 1
split_gain=0.000239571 0.000451356 0.000305259 0.000365767 0.00039672 0.000405366 0.000467785 0.000442457 0.000404737 0.000342099 0.00029812 0.00035586 0.000376308 0.000294939 0.000213092 0.000198694 0.000184227 0.000359608 0.000266717 0.000200319 0.000272271 0.000147713 0.000153207 0.000248028 0.000402951
threshold=0.076710000000000014 -0.084074999999999997 0.089245000000000005 0.08184000000000001 -0.10315499999999998 -1.0000000180025095e-35 -0.00027999999999999998 0.10976000000000001 -0.053834999999999994 0.40812500000000007 0.10119500000000002 0.10887000000000001 -0.094679999999999986 0.0033900000000000002 0.076210000000000014 0.084285000000000013 0.18055000000000002 0.10705000000000002 -0.082994999999999985 -0.060094999999999989 -0.37626499999999991 0.087235000000000021 -0.23029999999999998 -0.074484999999999982 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
left_child=1 15 3 4 14 6 -6 -8 10 -5 11 12 -7 21 -2 -1 17 18 -3 -20 -21 22 -14 -24 -25
right_child=2 16 -4 9 5 8 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 -26
leaf_value=-0.0027349528654338992 0.0029184316088825399 0.0017879619023510459 0.0018916114354242883 -0.0031622577915642468 0.0028184640259214652 0.002565319731054496 -0.0012798518732244448 0.0020025710014676943 -0.0024084452518074164 5.4847282272786686e-05 -0.0019231588123872804 -0.0018739523812377856 0.0012935744948203869 0.0017915018105185191 0.00047777355651213739 -0.00080776590015678429 0.0011249484811125517 -0.0024568722212247188 -0.0016120791085272443 -0.00083319935216914678 0.0016097582091895331 -0.0011448857339892273 -0.0017943861142054038 -0.0011889982229615988 0.002224294876822797
leaf_weight=0.0015905338320421633 0.0012357699689999882 0.0011563788846160605 0.0015690033392177219 0.001005037768102123 0.0015753702788838808 0.0011224713688911007 0.0015450078911186651 0.0011084121444859818 0.0012961976783492134 0.0010752372145717004 0.001222134624816463 0.0012079135807585581 0.0013223846899759195 0.0013645959567840649 0.0010314751358713181 0.0017836192311128374 0.0018027892345457985 0.0010292578432209432 0.0013636159536286607 0.0016498070967512213 0.0012680887559213261 0.001962345252216835 0.0011461580298334217 0.0011086932219704863 0.0010663781672253236
leaf_count=570 90 82 131 153 146 67 232 35 151 54 185 91 27 127 56 439 28 248 579 40 22 69 59 192 37
internal_value=0 -0.000494284 0.000203787 8.00138e-05 0.000250121 4.29278e-05 0.00110727 9.13134e-05 -0.000308175 -0.00149942 -7.19218e-05 0.000147715 0.000416272 0.000113627 0.00180806 -0.00171622 4.26759e-06 -0.000308135 9.85681e-05 -0.000357714 0.000228486 -0.000232972 0.000152394 -0.00030198 0.000484446
internal_weight=0 0.0116441 0.0229646 0.0213956 0.0193153 0.0170481 0.00422879 0.00265342 0.0128193 0.00208027 0.0115231 0.0103009 0.00909303 0.00797056 0.00226725 0.00337415 0.00826994 0.00646715 0.00543789 0.00428151 0.0029179 0.00660596 0.00464361 0.00332123 0.00217507
internal_count=3910 2008 1902 1771 1564 1418 413 267 1005 207 854 669 578 511 146 1009 999 971 723 641 62 384 315 288 229
is_linear=0
shrinkage=0.00396435


Tree=978
num_leaves=27
num_cat=0
split_feature=14 157 0 159 0 4 403 12 52 160 12 457 133 2 2 0 160 48 3 12 12 43 51 1 0 2
split_gain=0.000251333 0.000297345 0.000268469 0.00024734 0.000272207 0.000448762 0.000395688 0.00032343 0.000301599 0.000315158 0.000558938 0.000350707 0.000416195 0.000420319 0.000442638 0.000414825 0.000363437 0.000266734 0.000409962 0.000273201 0.000270483 0.00025843 0.000204743 0.000183856 0.000184305 0.000158607
threshold=0.077685000000000018 -0.077534999999999979 -0.11077499999999998 0.11014500000000001 -0.017269999999999997 -0.49837999999999999 -1.0000000180025095e-35 0.084100000000000022 -0.27466499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0034949999999999994 -0.090054999999999982 0.113945 0.10274500000000002 -0.18087499999999998 0.093550000000000008 0.092065000000000022 0.086245000000000016 1.0000000180025095e-35 0.10129000000000001 -0.091614999999999988 0.08482000000000002 0.090355000000000005 -0.084074999999999997 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 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 21 -3 -7 -8 10 22 -11 -13 14 16 -15 17 18 19 -14 23 -6 -10 24 -21 -9
right_child=-2 3 -4 -5 5 7 8 25 9 11 -12 12 13 15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0017805333191008004 -0.001465374396348796 -0.0019358389044125458 -0.00010585638472660608 -0.0016153596673169342 0.00056196518072471285 0.002365182349429742 -0.0013870630190337609 -0.00044334484267782571 0.0010339813915182245 -0.0012358257787965709 -0.0028111222225071326 -0.0012527247129330949 -0.00040256596293120745 -0.0018624637306498336 0.0025705155038495868 0.00065626322185224732 -0.0010902755017199296 -0.00068188711035468258 0.0026771881041675184 5.8561431284139419e-06 -0.00035362374691696411 -0.0016577389662868036 -0.00091382187555433844 0.0026084537352908904 0.0018099774102946526 0.0012852559235095344
leaf_weight=0.0017733439739231471 0.0011850486856468381 0.0012243768964739768 0.0013514485224501152 0.0010160667361601141 0.0010465047417795859 0.0015708580534190579 0.0016381630408964743 0.0010274137973169672 0.0010688503883198299 0.0015390229952951797 0.0010314840824713345 0.0014644838946198399 0.0017033993938651015 0.0013267390514446475 0.0012854102490322825 0.0013321808819553036 0.0011659869844846691 0.0010671124354963979 0.0012634136137075203 0.0010214296826625523 0.0010065463234507632 0.0010870833126981339 0.0011271107126962221 0.0010889465904782014 0.0013189202892816033 0.0011364979351791149
leaf_count=43 126 848 400 185 22 126 206 35 92 92 442 316 107 55 78 139 77 36 32 82 45 96 40 45 91 54
internal_value=0 2.9348e-05 0.000964684 -6.95333e-05 -1.45032e-05 0.000597536 -0.000172911 0.00126395 -7.22783e-05 3.64405e-05 -0.00087513 0.000213847 0.000362146 0.000536294 0.000813069 -0.000600523 0.000578625 0.000808374 0.0010232 0.00068282 0.00109962 -0.000568995 3.42415e-05 0.00152616 0.00102258 0.000464525
internal_weight=0 0.0326828 0.00312479 0.029558 0.0285419 0.00586836 0.0226736 0.00373477 0.0214492 0.019811 0.00322745 0.0165836 0.0150446 0.0135801 0.0109212 0.00265892 0.00963576 0.00846977 0.00740266 0.00613924 0.00443584 0.00213359 0.00219596 0.0034293 0.00234035 0.00216391
internal_count=3910 3784 443 3341 3156 333 2823 215 1975 1769 574 1195 1103 787 593 194 515 438 402 370 263 118 132 218 173 89
is_linear=0
shrinkage=0.00318838


Tree=979
num_leaves=26
num_cat=0
split_feature=1 151 403 0 52 52 2 50 47 48 15 2 49 475 43 52 4 16 2 2 51 47 3 2 4
split_gain=0.000229401 0.000374884 0.000311654 0.000322394 0.000521092 0.000280135 0.000259487 0.000372676 0.000316284 0.000357479 0.000417815 0.000276308 0.000273878 0.000231518 0.000225292 0.000224924 0.000242612 0.000389674 0.000384022 0.000225435 0.000224233 0.000220406 0.000160616 0.000295243 0.000101746
threshold=0.087545000000000026 -0.083919999999999981 0.088015000000000024 0.18055000000000002 0.098910000000000012 -0.15154999999999999 0.14073000000000005 0.10625000000000001 0.081320000000000017 0.12862000000000004 0.090505000000000016 0.11462500000000002 -0.07107999999999999 -1.0000000180025095e-35 -0.074254999999999988 -0.082174999999999984 -0.083329999999999987 -0.083564999999999987 0.091025000000000009 0.086915000000000006 0.08955500000000001 0.11603500000000001 -1.0000000180025095e-35 0.091615000000000016 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 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 11 12 -2 -14 21 19 17 -17 -18 -7 24 -10 -16 -24 -15
right_child=6 2 -4 -5 -6 15 -8 -9 14 -11 -12 -13 13 20 22 16 18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=-0.0026978920057693393 -0.00037760969647310146 -0.0018492311514870237 -0.0024673322751656498 0.0018251583687458007 -0.0028530964515726437 -8.6395146944000522e-05 0.0020148167563897039 -0.0023280005769088252 0.0015653280044376247 -0.0016162928369549013 -0.0013271602005697136 0.0031823914974522462 -0.00014720011119039164 0.0019731842374372762 -0.0025838754010984264 0.002266878851995527 -0.002834697401699688 -0.0011228078985996519 0.00026977733206043206 0.0024096547862686589 0.00045278865041625257 -0.00091012068827621049 0.00070259902629298888 -0.002172900948788413 0.0036063735389885378
leaf_weight=0.0011854658619061551 0.0018512927211080665 0.0011939475794330344 0.001011774652543763 0.0014480409270163372 0.0012401454844834523 0.0011155043397524976 0.0014045093992329774 0.0010234312552392924 0.0014462325848780822 0.0010318871146424166 0.0011989497212971942 0.0012160845766553408 0.0011552214785259824 0.0016484790772466323 0.001002344448374437 0.0014066840279831627 0.0011750334476578628 0.0010470115680747448 0.0017638010143955496 0.0015036778997233879 0.0011771538635514389 0.0011371224441392158 0.0013989732700565574 0.001152687584614398 0.0011434247700935485
leaf_count=237 129 224 254 22 423 76 180 176 91 29 195 138 116 176 73 133 363 212 252 96 38 49 29 47 152
internal_value=0 -0.000433803 -0.000225831 -3.51532e-05 -0.000293037 5.18425e-05 0.000274691 0.000135694 0.000287956 0.000734113 0.000992387 0.00133188 0.00100927 0.00151032 -0.00046971 0.00033515 -0.000156112 0.000820472 -0.000971484 0.00134659 0.00199276 0.000475703 -0.00115692 -0.00059638 0.00264206
internal_weight=0 0.0140911 0.0129056 0.0118938 0.0104458 0.00920566 0.0189878 0.0175833 0.0165599 0.0104225 0.00939061 0.00819166 0.00697557 0.00512428 0.00613736 0.00801171 0.00539253 0.0024537 0.00293883 0.00261918 0.00396906 0.00258336 0.00355401 0.00255166 0.0027919
internal_count=3910 2292 2055 1801 1779 1356 1618 1438 1262 973 944 749 611 482 289 1132 960 345 615 172 366 140 149 76 328
is_linear=0
shrinkage=0.004207


Tree=980
num_leaves=31
num_cat=0
split_feature=453 31 1348 14 1456 52 133 3 38 401 1446 375 393 40 2 133 1365 42 1 0 1456 51 3 132 42 4 1374 2 2 15
split_gain=0.00136458 0.00167944 0.0016283 0.00176993 0.00132746 0.00124609 0.00172027 0.00119805 0.00157259 0.00117879 0.00113715 0.00116735 0.00117445 0.00106919 0.00166772 0.00125007 0.00101755 0.00103025 0.0014429 0.00114065 0.000952644 0.000895602 0.000883986 0.00113914 0.00101197 0.000852601 0.0009082 0.000977315 0.00144638 0.00150502
threshold=0.096095000000000014 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.24227500000000002 0.11408000000000001 0.10072000000000002 0.11539000000000001 0.087245000000000017 -1.0000000180025095e-35 -0.074429999999999982 0.094825000000000007 -0.085714999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.087545000000000026 -0.017269999999999997 1.0000000180025095e-35 -0.24460499999999999 -0.15464999999999998 0.093305000000000013 0.094935000000000005 -0.23071499999999998 0.086000000000000007 0.086875000000000022 0.084235000000000018 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 12 -8 14 -14 -15 17 18 -17 21 22 -20 24 25 -19 -24 27 28 29 -27
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 -12 -13 13 15 -16 16 -18 20 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011492592382251606 -0.00094000010027131726 -0.00081196574120718438 0.0011249417024995492 -0.00098130706081952634 -0.00092068032578176658 -0.0010298482001909262 -0.001148875563141377 0.0010021037143829094 -0.00062183689522377062 -0.0011488223585369754 -0.0011489208869444527 -0.0010876086723051351 -0.00040107213392217683 0.00057857881490765389 0.00096758743537977618 -0.0011357290326100273 -0.0010627029631861641 0.00098792658714548596 -0.0011490363807023854 0.00076780130375827562 -0.00068710395973933043 -2.8969633907710059e-05 -0.00030445999808198829 -0.001124473241001171 -0.00017616270632402517 -0.00046482774442212991 -0.00072659311053137354 0.00037378633798966493 -0.00080681334093587347 0.00046099901044422754
leaf_weight=0.001600934934545605 0.0021636423625182024 0.002766866009726864 0.0015600967520938971 0.0026620057045843018 0.0019047181979265906 0.0020078156721448073 0.0010311804697984419 0.0034076173127139944 0.001023195769562335 0.0011369215640957267 0.0010629458680782014 0.001173745629721167 0.0016652687533031943 0.0052532196626673402 0.0039893132504662532 0.0022776737617484777 0.0011802978859165583 0.0029767020549211617 0.001337013054126146 0.0016030063111998061 0.0020344321660035183 0.003189086470893443 0.0059934373523731063 0.0010385422726173479 0.0014731963238148182 0.0034640079538732502 0.0014387397024346873 0.018840057357037754 0.0025738022586558893 0.0069977772222236381
leaf_count=112 36 347 46 123 238 209 66 137 14 174 42 28 54 219 134 399 50 48 14 24 239 98 69 30 13 88 62 460 96 241
internal_value=0 -1.66484e-05 -3.80875e-05 -5.93084e-05 -2.96808e-05 -2.64972e-06 1.97196e-05 4.73891e-05 0.000627091 1.15806e-05 3.02692e-05 4.8296e-05 6.78005e-05 8.64355e-05 0.000564519 4.26003e-05 -7.30618e-06 1.52452e-05 -0.000355034 -6.49153e-05 8.17156e-05 -0.000359838 0.000116632 6.30398e-05 0.00060254 9.44148e-05 0.000166174 0.00020647 -3.53476e-05 0.000154448
internal_weight=0 0.0886636 0.0870627 0.0855026 0.0828406 0.0800737 0.078169 0.0761612 0.00443081 0.0717304 0.0705934 0.0695305 0.0683568 0.0673256 0.00565458 0.061671 0.0564178 0.0552375 0.00840678 0.00612911 0.0468307 0.0045261 0.0447963 0.0403464 0.0044499 0.0393078 0.0333144 0.0318756 0.0130356 0.0104618
internal_count=3910 3874 3762 3716 3593 3246 3008 2799 151 2648 2474 2432 2404 2338 188 2150 1931 1881 535 136 1346 112 1107 1046 61 1016 947 885 425 329
is_linear=0
shrinkage=0.00114875


Tree=981
num_leaves=26
num_cat=0
split_feature=14 3 124 484 3 42 1 42 0 52 151 49 157 13 2 2 1 0 12 4 2 16 15 3 42
split_gain=0.000239834 0.000259034 0.000290017 0.000246247 0.000272649 0.000213221 0.000205022 0.000320738 0.000309797 0.000278562 0.000283655 0.000673761 0.000276681 0.000299117 0.000548017 0.000448095 0.000393997 0.000268995 0.000385251 0.000201591 0.000195854 0.000190652 0.000172068 0.000142638 9.0181e-06
threshold=0.077685000000000018 0.30601500000000009 -0.061329999999999989 -0.0043499999999999988 -0.15464999999999998 0.088585000000000011 0.12730000000000002 0.091955000000000023 -0.053834999999999994 0.11401500000000002 0.079335000000000017 -0.085974999999999982 -0.08107499999999998 -0.083514999999999992 0.11203000000000002 0.091525000000000009 0.095575000000000007 -0.14012999999999998 0.086865000000000012 0.074650000000000008 0.094825000000000007 -0.088504999999999986 -0.10071499999999999 0.15165000000000003 -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
left_child=1 2 20 -4 5 -5 7 9 -8 10 11 -6 -13 15 16 21 17 -15 -19 -9 -1 -14 -18 -17 -20
right_child=-2 -3 3 4 6 -7 8 19 -10 -11 -12 12 13 14 -16 23 22 18 24 -21 -22 -23 -24 -25 -26
leaf_value=-0.00012950523897306383 -0.0018690015085198965 0.0020243432614934064 -0.0016075943164393074 0.0020681394585465142 -0.002832015813115582 -0.0003079487266589581 0.0022191234833540173 -0.003059085213763006 -0.00055428220049087002 -0.0017196148003246522 0.001867943859557415 0.0019468540773958411 -0.0017891348706600939 0.00049313899452095719 -0.0032183268057042118 0.0032101615885387 0.0023993704661560253 -0.0032768705638499831 -0.00061825379255124374 -0.00058367176390719761 0.0022023499885914571 0.00065394222133356348 0.00010773983455605488 0.0010877354692743985 -6.622601655876548e-05
leaf_weight=0.0010026432478386074 0.0011587945094346788 0.0010823986577276337 0.0018419432102165781 0.0017227512761701603 0.0014400902551106052 0.0010245537635285018 0.001407781734760416 0.0011048069402406204 0.0013348157295052223 0.0017492149669183213 0.0012903229250680317 0.001294399332647079 0.0010215187306653883 0.0019286176122648106 0.001100909206021683 0.0010906024101053902 0.0012099271790297905 0.0012245674181655241 0.0010104011542909647 0.0011341955080914623 0.0015756590071895893 0.0011609446963983779 0.0010334914869143397 0.0010643636687746039 0.0010033376189362269
leaf_count=143 126 162 565 145 57 33 72 449 76 287 66 154 111 42 103 46 24 217 407 80 129 160 87 12 157
internal_value=0 4.12181e-05 -2.85382e-05 -0.000149626 -4.77156e-05 0.00118202 -0.000190845 -0.000330219 0.000869313 -0.000152891 9.52579e-06 -0.000144356 0.00012931 -5.37927e-05 -0.000503037 0.000827751 -9.96434e-05 -0.000726313 -0.00145257 -0.00180513 0.00129554 -0.000489559 0.00134367 0.00216187 -0.000343208
internal_weight=0 0.0318543 0.0307719 0.0281936 0.0263516 0.00274731 0.0236043 0.0208617 0.0027426 0.0186227 0.0168735 0.0155832 0.0141431 0.0128487 0.00851125 0.00433743 0.00741034 0.00516692 0.00323831 0.002239 0.0025783 0.00218246 0.00224342 0.00215497 0.00201374
internal_count=3910 3784 3622 3350 2785 178 2607 2459 148 1930 1643 1577 1520 1366 1037 329 934 823 781 529 272 271 111 58 564
is_linear=0
shrinkage=0.00412451


Tree=982
num_leaves=25
num_cat=0
split_feature=1 0 159 13 147 11 48 4 151 13 15 3 0 52 47 1 133 48 42 4 133 0 52 47
split_gain=0.000218463 0.000400968 0.000256985 0.00031144 0.000230882 0.000325042 0.000292918 0.000259139 0.000373234 0.000334911 0.000274219 0.000556546 0.000392096 0.000361104 0.000350486 0.000224375 0.00021071 0.000205228 0.000268404 0.000160914 0.000295913 0.000160387 0.000142962 7.95835e-05
threshold=1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 -1.0000000180025095e-35 0.088505000000000014 0.08776500000000001 -1.0000000180025095e-35 0.24280000000000004 -0.082774999999999987 -0.092039999999999983 -0.095799999999999982 0.086245000000000016 -0.10462499999999998 -0.072349999999999984 0.085165000000000018 0.090475000000000014 0.084285000000000013 0.086065000000000016 0.084100000000000022 -0.49837999999999999 0.08321000000000002 -0.045139999999999993 0.12897500000000003 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
left_child=1 16 4 -4 5 6 -2 8 -8 -9 11 -10 13 -12 15 -14 -1 18 19 -3 21 -21 -16 -11
right_child=2 17 3 -5 -6 -7 7 9 10 23 12 -13 14 -15 22 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.0029635108510550818 -0.0020292898000524645 -0.0011811794392455359 0.0025910050058232017 -0.00012952203946008843 0.0015886475543641836 -0.002100188300685514 0.0018149828149019677 0.002996506047894192 0.00025340108370727678 0.0010415128712699625 -0.00045728436902146532 -0.0036006466986558561 -0.00046745637400180895 0.0024779585063743393 -0.00040663261729902622 -0.002761050814951393 -0.00079527261836189248 0.001360967220845759 -0.0016798589525877626 -0.0013462611515419319 0.0024365779166585153 0.00075213556349450292 0.0015712085592622404 -0.00054111474729775849
leaf_weight=0.0013205493638591692 0.0010247654505164397 0.0010677284117903696 0.0015184253171920403 0.0012581328410630191 0.0014542954966771928 0.0012211542313851345 0.0015035249204959919 0.0011302077262655974 0.0013327030811245396 0.0010542158241073638 0.0011848178271773868 0.0011339095699725021 0.0014001801685108494 0.001625550824263299 0.0013097675715156853 0.0013894884948513209 0.0016467106206669024 0.0014481109887394261 0.0017359014809572582 0.0010485496917075343 0.0010251962260361402 0.0013786652909573149 0.001098936454156707 0.0010243302584811431
leaf_count=562 43 17 248 136 114 125 124 69 69 105 40 40 226 68 103 311 434 89 428 293 133 36 58 39
internal_value=0 -0.000497232 0.000209604 0.00135826 4.07485e-05 -8.83763e-05 6.31579e-05 0.000204343 -6.90287e-05 0.00122489 -0.00033944 -0.00151832 2.36419e-05 0.0012405 -0.000634219 -0.00160986 -0.00176023 -1.07896e-05 -0.000328316 0.000190727 0.000615017 -0.000154366 0.000495729 0.000261577
internal_weight=0 0.0106714 0.0216644 0.00277656 0.0188878 0.0174336 0.0162124 0.0151876 0.0119789 0.00320875 0.0104754 0.00246661 0.00800874 0.00281037 0.00519837 0.00278967 0.00296726 0.00770415 0.00625604 0.00452014 0.00345241 0.00242721 0.0024087 0.00207855
internal_count=3910 1992 1918 384 1534 1420 1295 1252 1039 213 915 109 806 108 698 537 996 996 907 479 462 329 161 144
is_linear=0
shrinkage=0.00404364


Tree=983
num_leaves=31
num_cat=0
split_feature=52 133 453 31 1348 14 1456 3 375 1365 2 48 159 47 0 0 40 13 40 42 50 2 124 42 52 42 43 150 4 3
split_gain=0.00103005 0.00113275 0.000953375 0.00113562 0.00109791 0.00123833 0.00105359 0.000870652 0.000768149 0.000774072 0.000819597 0.00118972 0.000978697 0.000862388 0.000858484 0.0013045 0.000817572 0.00107295 0.000815153 0.00109584 0.000776452 0.000739171 0.000744411 0.00069769 0.000642943 0.000739591 0.000898275 0.000670655 0.00142656 0.000627796
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 -1.0000000180025095e-35 0.090050000000000005 0.073890000000000011 -1.0000000180025095e-35 0.24227500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.086650000000000019 0.086455000000000018 -0.034019999999999988 0.097435000000000008 -0.10575999999999998 -0.084304999999999977 0.057150000000000006 0.0024700000000000004 -0.08347499999999998 -0.089024999999999979 0.019150000000000004 0.087005000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11401500000000002 0.091955000000000023 -0.15109999999999998 0.08882000000000001 0.0057500000000000008 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 14 20 18 -8 -16 17 -17 -14 -20 -12 -21 -23 -24 25 27 -27 29 -29 -25
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 12 -13 13 -15 15 16 -18 -19 19 21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.001051707445029013 -0.0010966643843723692 0.001268700941910862 -0.00097362897298833642 -0.00089053506144475079 0.0012406860240287195 -0.00095537675191586071 0.00038482841055990095 0.00074048702954887557 -0.0010645900342423854 -0.00095847229990758817 0.00027795038669064235 -0.001141343840204274 0.0010776151861715778 0.00098675272877887105 -0.00088844035987929954 0.00013703341473684968 0.0010135946103396925 -0.00092005026347753455 -0.00080103663985481137 0.0011228688908433485 -0.0011091972109884668 0.0010207609106216494 -0.00089518261179455556 0.00068270679793476616 -0.00053863654118303708 0.00042629693048806805 -0.001086113143469754 -0.0012550826668533783 0.00037343885551056801 6.6410829842461833e-05
leaf_weight=0.0015424640307570838 0.0014914675811863445 0.0011958951758468386 0.0015148916477301091 0.0019283615930290035 0.0011658957977491715 0.0021152977343685811 0.0054719430206837645 0.0028942751399014801 0.0010180454073527292 0.0012036936607966444 0.0010996141914452187 0.0017146628386734966 0.0015891400820571269 0.0024058676025959782 0.0034074034663604804 0.0065282218715281316 0.0011788885761134802 0.0020233134161546928 0.0018426263380675314 0.0013571881260183707 0.0015844091158982998 0.0015104128471552505 0.0010771920110066438 0.0079756020599668354 0.0019623061135249911 0.0011434568386583521 0.0014115370360729953 0.0012374661871916706 0.0028769162446309338 0.0039884823389684252
leaf_count=275 229 112 36 305 46 115 60 151 39 52 105 89 78 67 398 439 13 111 145 26 109 57 170 203 123 11 177 81 37 51
internal_value=0 -3.55337e-06 2.09914e-05 4.42049e-05 2.12208e-05 -1.51068e-06 3.1878e-05 6.22825e-05 2.69837e-05 4.73402e-05 7.0018e-05 -0.000130414 0.00019323 0.000258093 -3.72689e-05 -0.000213074 2.34265e-05 -0.000113075 0.000195422 0.000142285 -0.000540898 0.000213114 0.000159855 9.98579e-05 0.0001519 0.000224621 -0.000409252 0.000325349 -0.000116365 0.000477251
internal_weight=0 0.0679145 0.066423 0.0649081 0.0637122 0.0625463 0.060431 0.0585027 0.0556084 0.0545903 0.0533867 0.0203244 0.0330622 0.0303782 0.0186098 0.0131378 0.00973042 0.00855154 0.0279723 0.0263832 0.00268402 0.0245406 0.0231834 0.021673 0.0205958 0.0186335 0.00255499 0.0160785 0.00411438 0.0119641
internal_count=3910 3635 3406 3370 3258 3212 3097 2792 2641 2602 2550 1110 1440 1226 1021 961 563 550 1159 1081 214 936 910 853 683 560 188 372 118 254
is_linear=0
shrinkage=0.00126831


Tree=984
num_leaves=25
num_cat=0
split_feature=1456 2 128 14 484 453 4 15 124 48 150 4 2 52 484 457 2 16 16 4 47 3 12 51
split_gain=0.000236803 0.000264273 0.000307912 0.000246735 0.000209263 0.00036325 0.000299035 0.000327615 0.000284152 0.000298306 0.000485424 0.000590248 0.000449874 0.00028676 0.00025276 0.000239116 0.00019959 0.000302885 0.00022735 0.000186189 0.000158611 0.000125972 0.000119647 5.26294e-05
threshold=-1.0000000180025095e-35 0.14808000000000002 0.086435000000000012 0.073890000000000011 0.085515000000000022 1.0000000180025095e-35 0.28937500000000005 -0.095799999999999982 -0.048219999999999992 0.091555000000000011 0.086420000000000011 -0.23071499999999998 0.10679500000000001 -0.10201499999999998 0.088465000000000016 0.088850000000000026 0.086875000000000022 -0.0090499999999999973 -0.083564999999999987 0.05309500000000001 0.093315000000000023 -0.084014999999999992 0.092720000000000011 0.093005000000000018
decision_type=2 2 2 2 2 2 2 2 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 19 -9 10 11 12 -10 -13 -6 23 18 -18 21 -2 -21 -15 -8 -11
right_child=1 -3 -4 -5 14 -7 22 8 9 15 -12 13 -14 16 -16 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.0022249565424663363 -0.0025603496454121152 0.0022500169581504493 -0.0024505507253823264 -0.0021965042957001351 0.0032890642516012255 -0.0027675923829826778 0.0026593030942785242 0.0022136115249282644 -0.003511782028008698 -0.00052187466326117707 -0.0032305979208396818 -0.0010770468536409389 0.0004697550529398607 0.0025577510318186328 0.00032912453860651722 0.0028299964084884444 0.00080830952420879779 0.0040518993068613517 -0.0011179729114489919 0.00093561569710052617 -0.0016799574213596053 0.00027561339976489986 0.00047637631275743186 0.0010226840713856236
leaf_weight=0.0011055240910125821 0.0016501131002962443 0.0012259730559449613 0.0011875346925558352 0.0010879834452248707 0.0010352084639997363 0.0010571653158284447 0.0013954143465569882 0.0015322928300154351 0.0016731264172302673 0.0010429507462514911 0.0012058189904067271 0.0017850568342060403 0.0010974244282166978 0.0010487377369641226 0.0019294972417709388 0.0013984633435590865 0.0017185918619396778 0.0011043340947527458 0.0014547278855750736 0.001055596064547526 0.0011115905196437126 0.0012242474764947928 0.0010113501634219091 0.0010181052907952681
leaf_count=369 192 168 236 101 91 76 206 108 102 72 113 223 62 125 207 24 494 92 416 93 46 182 54 58
internal_value=0 5.10817e-05 -3.93057e-05 6.06823e-05 0.000149822 3.5654e-06 0.00012808 -5.58281e-05 0.000226857 3.38332e-05 -0.000318464 -2.29034e-06 -0.00193468 0.000639982 0.00136267 0.00128762 0.00110787 0.00207721 0.000373817 -0.00133724 -0.000405961 0.00132857 0.00174201 0.000241095
internal_weight=0 0.0310513 0.0298253 0.0286378 0.0275498 0.0245851 0.0235279 0.0211212 0.0173039 0.0157716 0.0123121 0.0111062 0.00277055 0.0083357 0.00296471 0.00345952 0.00655064 0.00282293 0.00372771 0.0038173 0.00216719 0.00227299 0.00240676 0.00206106
internal_count=3910 3541 3373 3137 3036 2738 2662 2402 2071 1963 1809 1696 164 1532 298 154 1309 586 723 331 139 307 260 130
is_linear=0
shrinkage=0.00483252


Tree=985
num_leaves=23
num_cat=0
split_feature=1213 475 148 484 51 1 52 13 0 4 0 15 48 1 48 132 13 151 42 16 12 15
split_gain=0.000237123 0.000211883 0.000289489 0.000358922 0.000317105 0.000373181 0.000349838 0.000355098 0.000343689 0.000429664 0.000424877 0.000407049 0.000325848 0.000284615 0.000340651 0.000259334 0.000295688 0.000256562 0.000173737 0.000279289 0.000154074 0.000122483
threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.057864999999999993 -0.0043499999999999988 -0.40274499999999996 0.13562500000000002 0.11588000000000002 -0.084674999999999986 -0.077944999999999987 -0.49837999999999999 -0.099024999999999988 0.083935000000000023 0.085790000000000019 0.091655000000000014 0.11930500000000001 0.080815000000000012 -0.091849999999999987 -0.0074049999999999993 0.060615000000000009 -0.057604999999999996 0.086115000000000011 -0.088379999999999986
decision_type=2 2 2 2 2 2 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 12 21 17 -14 -15 16 -11 -6 19 -19 -18 -12
right_child=1 2 3 4 5 -7 7 -9 9 15 11 -13 13 14 -16 -17 20 18 -20 -21 -22 -23
leaf_value=-0.0018472701796403582 -0.0016351415180336226 0.0016249441420192333 -0.0018170194971520272 -0.0020248249957974481 0.0027234384994547639 0.0020970650891720855 -0.0030831812503424524 -0.00015102980836970587 -0.00073656705569134762 0.0026695095355010233 -0.001339400149939299 0.00020664160950385326 -0.0021477643813073164 0.0013604704736679945 -0.0015592002258880933 0.0033300475917809906 0.0016172061815020293 -0.00092892061755170028 0.0017390137175291632 0.0013519222588531232 -0.00030456376584570255 -0.0032280209242562482
leaf_weight=0.001078453306520121 0.0011366175091160882 0.0018553554739000324 0.0015969084731728414 0.0010401912488346978 0.0010367860093900561 0.001543628299220833 0.0010289616143490665 0.0017583565501495526 0.001712987188442483 0.001308957681594336 0.0010084108525029662 0.0017828046399654407 0.0012056408269069951 0.0015551184414661634 0.0010534924220060304 0.0010339142092199438 0.00102825556972786 0.001924289889200903 0.0013755683483021031 0.0015025615874084616 0.001809349589591891 0.0011610091434370931
leaf_count=592 280 193 474 83 40 194 108 301 93 41 152 311 59 82 34 58 99 114 51 47 287 217
internal_value=0 4.42604e-05 0.000109358 6.98346e-06 0.000119575 0.000209409 8.42784e-05 -0.00123346 0.000263454 0.000984609 -0.000101927 -0.0011968 0.000346326 -0.000554852 0.000181356 0.00155374 0.00111083 0.000934988 0.000548883 7.11539e-05 0.000391823 -0.00235013
internal_weight=0 0.0304592 0.0293225 0.0274672 0.0258703 0.0248301 0.0232865 0.00278732 0.0204991 0.00689346 0.0136057 0.00395222 0.00965346 0.00381425 0.00260861 0.00518048 0.00414656 0.00583921 0.00480242 0.00342685 0.00283761 0.00216942
internal_count=3910 3318 3038 2845 2371 2288 2094 409 1685 578 1107 680 427 175 116 485 427 252 212 161 386 369
is_linear=0
shrinkage=0.00396435


Tree=986
num_leaves=31
num_cat=0
split_feature=31 1348 14 1456 52 133 1 3 47 42 376 52 3 403 13 11 15 40 47 51 52 2 43 0 11 15 15 52 2 160
split_gain=0.000994007 0.000832807 0.000893307 0.000789408 0.000752867 0.000770296 0.00075833 0.000720615 0.00128231 0.00069459 0.000741892 0.000750172 0.00073325 0.000757673 0.000677216 0.000847221 0.000757467 0.000739719 0.00109959 0.000817904 0.000633527 0.000587596 0.000559896 0.000749818 0.000541466 0.000526073 0.000840818 0.000525748 0.000514378 0.000694629
threshold=-1.0000000180025095e-35 0.093505000000000019 0.077685000000000018 -1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10113500000000002 -0.115685 1.0000000180025095e-35 -0.09602999999999999 0.076485000000000011 0.10218500000000001 0.10223 -1.0000000180025095e-35 -0.060719999999999989 0.087830000000000005 0.024640000000000006 0.028705000000000001 0.11603500000000001 0.12342500000000002 0.12539500000000003 0.12330500000000001 -0.15648499999999999 -0.082844999999999988 0.080455000000000013 -0.0071449999999999994 -0.089594999999999994 -0.098644999999999983 0.086915000000000006 0.088095000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 9 -9 11 12 13 -11 15 20 17 18 19 -16 -8 -20 -15 25 -7 26 28 -25 -24 -30
right_child=1 -3 -4 4 5 6 14 8 -10 10 -12 -13 -14 22 16 -17 -18 -19 21 -21 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=0.0010400811581347659 -0.000882480074305131 0.00096027179263355922 -0.00099442986829362387 -0.0010304960994146502 -0.0010209334504749053 0.0004204523741995376 0.00092287422312350401 -0.0010789617522307103 -0.0010721479126350828 -0.0010151110788844653 0.00062896860954562625 -0.00090376750596478687 0.00058403385233613523 0.00075356503421026351 0.00048958463428987241 -0.00048055596194384838 -0.00059792252656258398 0.0010288689725381367 -0.0012435998704858622 -0.00068982029716717688 -5.0528278520924072e-05 9.3103985269915238e-06 -0.00068876600428375266 -6.4002811467329165e-05 -0.00047577208884364767 0.00030551319188478219 -0.0010981885554218894 -0.0012251034012010537 0.00091522255341537607 -0.00032974925511037776
leaf_weight=0.0013003124813555358 0.0017244783529809507 0.0012135056004254343 0.0016078035564248685 0.0011336266201200642 0.0011322517480951691 0.0055842697438932476 0.0045841561271693356 0.0010893531663258562 0.0023685180777348594 0.0014507752567323182 0.002165289873644837 0.0017967280436770308 0.0023635767139182908 0.0011672605279926503 0.0057666591386027477 0.0011097890665041632 0.0023727767591452684 0.001378585192273186 0.0012946672797227166 0.0010792881527095233 0.00133480604512215 0.0010466133554700718 0.001098423888862496 0.001012396760421197 0.0012814771211253628 0.0047460228443130205 0.0013821403877436467 0.0014909203943305376 0.0014408564153942649 0.0013348853849137754
leaf_count=113 347 31 123 238 209 113 237 156 171 582 37 313 28 21 224 23 52 23 33 8 57 24 39 62 28 153 192 196 50 27
internal_value=0 -5.90924e-05 -8.06662e-05 -5.43045e-05 -2.78599e-05 -6.36261e-06 1.58396e-05 -0.000103497 -0.000201814 -0.000110353 -6.11603e-05 -0.000138651 -6.00391e-05 -0.000160697 0.000205733 0.000516427 3.69512e-05 0.000179525 5.20776e-05 0.000303647 0.000703359 -0.000683516 -7.00385e-05 -0.000146913 0.000253174 5.4079e-06 -0.000265563 -0.000755529 3.14829e-05 0.000316502
internal_weight=0 0.0585519 0.0573384 0.0557306 0.0540061 0.0528725 0.0517402 0.0317729 0.0249071 0.0225386 0.0214493 0.019284 0.0174873 0.0151237 0.0199673 0.00702875 0.0129386 0.0105658 0.00918723 0.00684595 0.00591896 0.00234128 0.0136729 0.0125056 0.00686575 0.0100023 0.00525631 0.00250332 0.00387417 0.00277574
internal_count=3910 3797 3766 3643 3296 3058 2849 2168 2027 1856 1700 1663 1350 1322 681 317 364 312 289 232 294 57 740 719 141 461 308 258 116 77
is_linear=0
shrinkage=0.00124344


Tree=987
num_leaves=23
num_cat=0
split_feature=150 484 148 15 1 42 151 52 4 0 403 49 2 16 4 1 3 13 13 150 4 1
split_gain=0.000230429 0.000343274 0.000280441 0.000388363 0.000269752 0.000333349 0.000238587 0.000266601 0.000283858 0.000496912 0.000426048 0.000422086 0.00037274 0.000547656 0.000315786 0.000331517 0.000242417 0.000202425 0.000253797 0.000170036 0.000513829 0.000127917
threshold=0.082085000000000019 -0.0043499999999999988 -1.0000000180025095e-35 -0.033649999999999992 0.12811000000000003 0.09901500000000002 -0.03268999999999999 0.11401500000000002 -0.49837999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.029304999999999998 0.091025000000000009 0.050115000000000007 -0.017449999999999997 0.095575000000000007 -0.078884999999999997 -0.040319999999999995 0.043015000000000005 0.086025000000000018 0.0057500000000000008 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
left_child=1 -1 -2 19 5 6 -3 8 -8 10 -10 -12 14 21 16 -16 -13 -6 -19 -4 -21 -14
right_child=2 4 3 -5 17 -7 7 -9 9 -11 11 12 13 -15 15 -17 -18 18 -20 20 -22 -23
leaf_value=-0.0018970792058663462 0.0023657784968833832 -0.0013430158210977372 0.0019271573658969474 -0.0017391414244474612 0.0022778087884732807 -0.0017652681099352974 -0.0013811041800609388 -0.0012344356158086262 -0.002099526455017345 0.0021520891354383613 -0.0017410389030382064 -8.7072574420430949e-05 0.0017380309680415944 -0.00063861879444894378 -0.0022764152624246302 0.0002576860312490483 0.0018893082700470935 -0.0010416364125534936 0.0015248431463829963 -0.0017671940412712357 0.0014425560312404054 0.0034307264457842704
leaf_weight=0.0014614334199165016 0.0010239900640671706 0.0018103988800928219 0.0012067601745728851 0.0010342164403724921 0.0010186134117814438 0.0017154995990297786 0.0013552923134676426 0.0019086211880127149 0.0010721466195267879 0.0018310990002428093 0.0011867961177172157 0.0018844091600296303 0.0013394046877690524 0.0010825097554942875 0.001254448547795781 0.0015457291795684114 0.0014912286386534745 0.0010010567788765181 0.0010684861667227263 0.0010428303522256321 0.0018661464044811282 0.0010830838700117695
leaf_count=579 91 177 78 150 151 348 111 343 593 95 48 273 126 132 140 41 67 64 53 107 87 56
internal_value=0 -0.000174491 0.000615269 0.000267207 -6.80393e-05 -0.000219633 -7.89315e-05 5.54112e-05 0.000218164 0.00037556 0.000103109 0.000320411 0.000573129 0.00152707 3.1733e-05 -0.000877563 0.000786017 0.000941255 0.000283414 0.000771369 0.000291902 0.00249483
internal_weight=0 0.0251103 0.00617394 0.00514995 0.0236488 0.0205607 0.0188452 0.0170348 0.0151261 0.0137709 0.0119398 0.0108676 0.00968081 0.003505 0.00617582 0.00280018 0.00337564 0.00308816 0.00206954 0.00411574 0.00290898 0.00242249
internal_count=3910 3397 513 422 2818 2550 2202 2025 1682 1571 1476 883 835 314 521 181 340 268 117 272 194 182
is_linear=0
shrinkage=0.00366245


Tree=988
num_leaves=24
num_cat=0
split_feature=1 0 12 50 47 52 4 13 160 49 1 1 43 48 43 2 2 3 133 13 3 124 52
split_gain=0.00019504 0.000339072 0.000207035 0.000354602 0.000394251 0.000347672 0.000309763 0.000408828 0.000485082 0.000285646 0.000301252 0.0002053 0.000193651 0.000262835 0.000349996 0.00018983 0.000281432 0.000170107 0.000167758 0.000156257 0.00015144 0.000150588 0.000129902
threshold=0.076710000000000014 -0.084074999999999997 -1.0000000180025095e-35 0.10625000000000001 0.11603500000000001 -0.012244999999999997 0.0057500000000000008 -0.0016149999999999999 -0.025614999999999995 -0.047309999999999998 0.11235500000000002 0.10723500000000001 -0.18906999999999999 0.086065000000000016 0.0016850000000000001 0.11203000000000002 0.079395000000000007 -0.078884999999999997 0.084285000000000013 -0.087384999999999977 0.088060000000000013 -0.084389999999999979 0.084240000000000023
decision_type=2 2 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 5 4 6 -2 7 17 -9 11 15 -8 -3 14 22 16 -11 -4 -1 -16 -10 -7 -14
right_child=2 12 3 -5 -6 21 9 8 20 10 -12 -13 13 -15 19 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0025686527656049694 0.0023699486460620205 0.0011923419969707414 1.9237856116028498e-05 -0.0018750956248605704 -0.0017666952364647813 -0.00094827276342903961 0.0031641004755389663 0.00060560823259223811 -0.0012807203622375483 -0.00092224133376505267 0.0017600497717918571 0.00078957891924827633 -0.0010076771263209535 0.00125818478283312 0.0014184195067871714 -0.0016355560673153669 0.0017186568711178663 0.0020672889033089316 -0.00070386049601162245 -0.00059499891448754516 -0.003323432553385595 0.0010461065423429622 -0.0029246000964559446
leaf_weight=0.0013638241861533285 0.0016403540359557489 0.0015901429286269142 0.0013070901907487045 0.0013791540373944136 0.0014173257095311262 0.001171241265172096 0.0012168228214761712 0.0015513497799570786 0.0011779620852760964 0.0012592263366650869 0.0017088776763038993 0.0010037148319632649 0.0011319586552063221 0.001224066560871595 0.001004403544294874 0.0010270592633290221 0.0011814762248398836 0.00115299636612587 0.0015648878337688188 0.0013853591405039722 0.0010255348429311084 0.0011176033141309097 0.0010109199535427438
leaf_count=570 207 92 281 200 99 68 44 89 194 57 126 42 316 80 27 31 58 157 439 191 74 175 293
internal_value=0 -0.000454025 0.000202928 1.1035e-05 0.000184113 0.00100428 0.000387236 -0.000252409 -0.00105928 0.00092465 0.000424433 0.00209078 -8.26353e-06 -0.0003399 -0.000771472 -0.000233745 0.000356144 0.000979121 -0.00157225 0.000251229 -0.00223142 2.55482e-05 -0.001912
internal_weight=0 0.0102756 0.0203378 0.0164086 0.0150294 0.0039292 0.0136121 0.00621493 0.00375485 0.00739718 0.00517664 0.00222054 0.00734685 0.00575671 0.00453264 0.00346776 0.0024407 0.00246009 0.00292871 0.00238976 0.0022035 0.00228884 0.00214288
internal_count=3910 2008 1902 1452 1252 450 1153 795 357 358 272 86 999 907 827 146 115 438 1009 218 268 243 609
is_linear=0
shrinkage=0.00388662


Tree=989
num_leaves=22
num_cat=0
split_feature=14 157 159 42 42 43 3 42 1 133 0 51 48 150 47 16 1 43 1 42 52
split_gain=0.000194865 0.000209631 0.000268333 0.000248438 0.000346613 0.000335227 0.000378147 0.00032848 0.000245858 0.000293614 0.000242629 0.00023237 0.000232554 0.000269203 0.000363336 0.000266486 0.000260169 0.000241501 0.00019542 0.000144119 0.000120028
threshold=0.073890000000000011 -0.073574999999999988 0.107895 -1.0000000180025095e-35 -0.088669999999999985 -0.069494999999999987 -0.075954999999999981 0.093785000000000021 0.078675000000000009 0.084630000000000025 -0.098179999999999976 0.12190000000000002 0.084500000000000006 0.084800000000000014 0.09023500000000001 -0.096824999999999981 0.095575000000000007 0.061400000000000003 0.077800000000000022 -0.10770999999999999 -0.0013649999999999997
decision_type=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 19 6 8 11 9 -5 -1 12 15 14 -14 18 17 -17 -7 -3 -8
right_child=-2 2 -4 5 -6 7 20 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0019822934413485697 -0.0015704712155187094 -0.00091984499975768198 -0.0019861359059885828 0.0019393587648948731 -0.0025027350532423969 0.00025481554952435173 0.0031746582204956668 -0.0021255038262904249 -0.00091739385133745514 -0.00046449844317285099 -0.0002470623988236039 -0.0015152419527313951 -0.0027409233705163421 0.00060820490825408532 0.00021174520299010999 -0.0014751842056959913 0.0014026368965058078 0.00085452386663154066 0.0022782218988614904 0.00065673342308444232 0.0013382006205828172
leaf_weight=0.0016396093713675342 0.001126949257183262 0.0017227508958144733 0.0010129312628894263 0.0017531861280780658 0.0012443464841863641 0.0011222769431840059 0.0010248704796396169 0.0011184271292813417 0.0016039877138358527 0.0012737196651874116 0.0012485619218989266 0.0012712849626996823 0.0012690052174664235 0.0018121171939755598 0.0011565795580379401 0.0018219593631140811 0.001315493563802228 0.0010009697266909479 0.0018118693947138942 0.0016463726232662235 0.0010422025763364698
leaf_count=62 135 205 190 84 549 39 131 419 140 258 428 52 59 64 64 348 111 48 142 195 187
internal_value=0 4.45923e-05 -6.34959e-05 1.43686e-05 -0.000784161 0.000194975 0.000893587 -0.000146579 0.000288698 0.000927817 0.00101854 2.93357e-05 0.000202948 -0.000502916 -0.00133302 0.000625883 3.08974e-06 -0.000649104 0.00150429 -0.000149426 0.00224873
internal_weight=0 0.0289125 0.0260244 0.0250114 0.00461347 0.0203979 0.00669797 0.0137 0.00463089 0.00302691 0.00288817 0.0125816 0.0113103 0.0042377 0.00242558 0.00707257 0.00413842 0.00282293 0.00293415 0.00336912 0.00206707
internal_count=3910 3775 3285 3095 949 2146 800 1346 482 342 490 927 875 187 123 688 507 396 181 400 318
is_linear=0
shrinkage=0.00381041


Tree=990
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 14 1456 42 123 42 158 43 0 0 16 15 48 15 16 133 52 47 13 147 50 3 4 13 4 4
split_gain=0.000951409 0.000800069 0.000853484 0.000676829 0.00101493 0.000904697 0.000871455 0.000682167 0.00133467 0.00084998 0.000720894 0.000601354 0.000624122 0.00110165 0.000588029 0.000595924 0.000958735 0.0012362 0.000984443 0.000643746 0.000640435 0.00150394 0.000797651 0.000800493 0.000714111 0.000556167 0.00134945 0.000930899 0.00065531 0.000544039
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083745000000000014 -0.082904999999999993 0.085745000000000002 0.0016850000000000001 -0.017269999999999997 -0.10462499999999998 -0.54165499999999989 -0.095799999999999982 0.091065000000000021 -0.11399999999999998 -0.10808 0.10681500000000001 0.11588000000000002 0.085165000000000018 -0.15355999999999997 0.088295000000000012 0.083475000000000008 -0.115685 -0.23071499999999998 -0.076679999999999984 0.0021050000000000005 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 14 12 13 -8 -9 16 17 18 -16 20 22 -22 -17 24 25 29 -27 28 -28 -24
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 19 -18 -19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010883372608811203 -0.001049577455787862 -0.0010448808519546754 -0.00086009244699326664 -0.00096869673826040985 0.0012413673735124143 -0.00098728863461493852 0.00047886058813726611 0.00092725298015484871 0.0012683871734474592 -0.0010336260856358519 -0.00073710535063932535 0.00067608263257687711 0.00039288618123895272 -0.00086585177564249365 0.0010050187424559809 0.00091462889270598846 -0.0007820471218781712 -0.00078259597663160086 -0.00022937654958951446 -0.00056725310331125797 -0.00094108959295766397 0.00083398641063544155 0.0011293529675351025 -0.00081847197575365949 -0.00055670134582848591 -0.00086038978617581925 -0.00071273604471881074 0.00060797291443870675 0.00039762807578673905 0.00014165069195118258
leaf_weight=0.0012130927581237563 0.001251639429466155 0.0012897740604628219 0.0017443358852821103 0.0011404566105568384 0.0010704748644094755 0.0014696033379015807 0.0013805360301262235 0.0013759622664304338 0.0015735700513692654 0.0018110547251510853 0.0016741922750187479 0.0014232163959722044 0.0018471974146763151 0.0033780301105249544 0.0023899770994395553 0.0029643215959254078 0.0030274534771224104 0.0018170987373089531 0.0018389540661147841 0.0017608842782745873 0.0021108394018223278 0.0012067495542282813 0.002462471475610073 0.0011486560587314889 0.0015329781358270891 0.0016222460454855406 0.001782017698630285 0.0081495872494095501 0.0016435926503799436 0.0014111654827217842
leaf_count=113 275 229 307 27 46 106 38 52 167 339 148 32 30 369 63 75 124 61 58 264 179 28 23 35 147 51 300 153 41 30
internal_value=0 -4.6308e-05 -2.46751e-05 -1.49172e-06 1.83413e-05 -5.66052e-06 2.15189e-05 5.14769e-05 0.000122678 -0.000248758 7.75153e-05 -7.17201e-05 -0.000232835 -0.000475729 0.000113176 8.27942e-05 -0.000199428 9.23093e-05 0.000468241 0.000174922 0.00022512 -0.000295418 0.000301139 0.000209072 0.000272514 0.000346978 0.000222952 0.000374781 -0.000179988 0.000769533
internal_weight=0 0.059299 0.0580474 0.0567576 0.0556172 0.0545467 0.0530771 0.0513328 0.0414927 0.00984003 0.0399191 0.00802898 0.00660576 0.00475857 0.038245 0.036869 0.00907348 0.00604603 0.00422893 0.0277955 0.0260346 0.00331759 0.022717 0.0197527 0.0186041 0.0170711 0.0131974 0.0115752 0.00342561 0.00387364
internal_count=3910 3797 3522 3293 3266 3220 3114 2807 1999 808 1832 469 437 407 1684 1632 306 182 121 1326 1062 207 855 780 745 598 545 494 341 53
is_linear=0
shrinkage=0.00126831


Tree=991
num_leaves=31
num_cat=0
split_feature=31 1348 14 401 156 151 16 133 375 376 42 1 47 4 1 0 159 13 14 13 131 1447 481 16 43 12 13 43 131 13
split_gain=0.00163447 0.00107953 0.00152478 0.000998109 0.00102581 0.00100814 0.00101278 0.00083052 0.000835699 0.000953597 0.00159301 0.000885678 0.000921512 0.00108079 0.00087584 0.000818257 0.00138741 0.000726624 0.000694262 0.00120829 0.000930338 0.000647496 0.0011137 0.000698031 0.000917934 0.00107551 0.000775917 0.00108995 0.00113647 0.000735696
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 0.10072000000000002 -1.0000000180025095e-35 -0.52174999999999983 -0.54165499999999989 -0.26719999999999994 0.087245000000000017 0.048375000000000008 -0.089024999999999979 0.11368000000000002 0.087850000000000025 -0.019454999999999997 0.10786000000000001 -0.18087499999999998 -0.079759999999999984 -0.082014999999999991 -0.073114999999999986 0.23436000000000004 0.098205000000000015 -0.086059999999999984 -1.0000000180025095e-35 0.16388500000000003 -0.50329499999999994 0.093125000000000013 0.17936000000000002 -0.16369999999999998 0.089785000000000018 -0.26418499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 21 -14 -15 -13 -17 -18 -19 20 -20 -9 -23 26 -25 -26 27 -24 29 -29
right_child=1 -3 -4 -5 5 6 7 8 -10 10 -12 15 13 14 -16 16 17 18 19 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0011258896328956531 -0.0012191163595622282 0.0012017395697820538 -0.0010464205873715732 -0.0011721938001557949 -0.0011466756396886989 0.00089534066257322177 -0.00085541415305846551 0.00095198649225427992 -0.00094247572122397433 -0.00027637904713315598 0.0011560268010980292 -0.00047084439522861469 0.00058440237005655162 -0.0011442887825908073 -3.7971827864702795e-05 -0.00074117761212737698 0.0011847137582307553 0.0011913135849892465 -0.00092213288959960653 0.00080265777118921603 0.00055832115233592336 -0.0012099385115558184 0.00091394566975241151 0.0006492253458492142 -0.0011385324740279198 -2.9199472638787461e-06 -0.00092246750978936779 0.00095172426263899219 -0.001157146949037317 4.6073062996046487e-05
leaf_weight=0.0018267603005952529 0.0010262558470719432 0.0010241482464650167 0.0022509047834766696 0.0011141341427404186 0.0011045030377907486 0.0019410309522314142 0.0016375526769893947 0.0010137742437477107 0.0013036128507266645 0.0019576803473455584 0.0028099385372897237 0.0017574129010426995 0.0010625318237593717 0.0031846460270019685 0.0015966041792125907 0.0013096889427330902 0.0023466024516789492 0.0012982289274248177 0.0016956256795097567 0.0025173409704368765 0.0010045226862551715 0.0011630820035775083 0.0023052442254254393 0.0010610193098159471 0.0026126858116857212 0.0023578909715729068 0.0011269810233933688 0.001403342570881704 0.001126905499990726 0.026590596221737872
leaf_count=113 192 28 123 182 63 70 220 92 35 20 101 33 51 131 13 34 114 40 108 41 17 212 37 7 125 126 91 27 229 1235
internal_value=0 -4.12408e-05 -5.85181e-05 -2.7387e-05 -9.24774e-06 8.6719e-06 2.73871e-05 1.95476e-06 2.36863e-05 4.35829e-05 0.000567852 8.81478e-07 -7.49848e-05 -0.000527712 -0.000774856 0.000297272 0.000429979 0.000603055 0.000393574 0.000195078 -0.000371367 -1.00795e-05 -3.46172e-05 8.11276e-07 -0.00038011 -0.000599832 7.13903e-05 0.000107031 4.3155e-05 9.14736e-05
internal_weight=0 0.0747045 0.0736803 0.0714294 0.0703153 0.069289 0.0681845 0.0662435 0.064606 0.0633023 0.00476762 0.0585347 0.0466053 0.00584378 0.00478125 0.0119294 0.010172 0.00886232 0.00651572 0.00521749 0.00270015 0.0407615 0.0397477 0.0385847 0.0060316 0.00497058 0.0325531 0.0314261 0.0291208 0.0279939
internal_count=3910 3797 3769 3646 3464 3272 3209 3139 2919 2884 121 2763 2376 195 144 387 354 320 206 166 125 2181 2089 1877 258 251 1619 1528 1491 1262
is_linear=0
shrinkage=0.00121906


Tree=992
num_leaves=31
num_cat=0
split_feature=31 151 1348 4 11 14 484 3 0 0 16 1 131 160 124 48 159 150 160 131 124 16 0 50 13 3 457 2 4 2
split_gain=0.00109575 0.000935423 0.00130839 0.00113058 0.00163581 0.00099121 0.000818827 0.000817881 0.00109151 0.00153745 0.00107679 0.00089644 0.000851721 0.000768838 0.000941733 0.000803451 0.00086946 0.000825951 0.000856133 0.000826428 0.00076856 0.00116234 0.00076586 0.000700082 0.000695943 0.000646077 0.000710892 0.000642125 0.000595118 0.000590382
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.27608500000000008 0.08184000000000001 0.077685000000000018 -0.0043499999999999988 -0.14539499999999997 -0.10575999999999998 -0.089879999999999974 -0.014754999999999999 0.085110000000000005 0.10370500000000001 -0.217635 -0.073304999999999995 0.10448500000000001 0.089930000000000024 0.08882000000000001 0.031805000000000007 0.097135000000000013 0.15597500000000003 0.31524000000000002 0.37339500000000009 0.11901000000000002 -0.09547499999999999 0.086245000000000016 -0.0034949999999999994 0.097775000000000015 0.25367000000000006 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 10 29 11 -9 13 -11 -15 16 17 18 19 20 21 24 -8 -5 -16 28 -27 -28 -13 -10
right_child=1 2 -4 23 -6 -7 7 8 9 12 -12 25 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012199137027148342 -0.0013422752639829507 -0.00080491749315924472 0.0013735250061532392 0.00062819686272061123 -0.0014004063636711441 -0.001223571053940815 0.0010328303978823961 -0.00074696758372112251 -0.0014004787148625723 -0.0011722496665547665 0.00085053907966639391 0.0011567212193774317 -0.0013581674795009259 0.001055562155579012 0.00071254469486775184 0.00092584815774777876 -0.0010694773913041669 -0.0012392641506156926 0.00080893268884188073 0.0010452260701691236 0.00070128791004584953 -0.0013080004742887683 -0.00024587435268633937 -0.00060809953986774271 -0.00031387088176076656 -0.00093446173379909357 0.00064121454411785904 -0.00038596826283511434 -6.9930261392213812e-06 -0.00023037999324148506
leaf_weight=0.0013223424200674563 0.0011098687596495784 0.0027613026383750397 0.0012489564982409709 0.0061419500645616401 0.0019567898603840552 0.0014862072097923109 0.0026118260375369495 0.0024623911684753539 0.0027967648042518311 0.0011432305528902278 0.0039311959897414461 0.0020821161723745263 0.001024704219100058 0.0015559500951596297 0.0015852831634273158 0.0014577198361216395 0.0018327654711338673 0.0010781920179319107 0.0023407944134472549 0.0011146612035499723 0.0015678920475465938 0.0020102008942464175 0.0014166317450872157 0.0010520076764350961 0.0070821190407843989 0.0014437031670695433 0.0026887877043009212 0.0021457267903457478 0.0014701672441077562 0.0012119746355365724
leaf_count=113 65 549 42 332 155 78 50 110 228 226 77 39 175 44 38 51 97 86 64 32 8 139 8 18 894 26 30 33 13 90
internal_value=0 -6.79358e-05 -4.53791e-05 -7.42166e-05 -0.000143376 -9.63469e-05 -6.33792e-05 -2.07692e-05 -7.603e-05 -0.000244462 0.000212602 8.5938e-06 -0.000109298 -5.30926e-05 6.07131e-06 -7.52932e-05 -0.000153704 -5.36757e-05 2.77392e-05 -0.000109131 -0.000214208 -0.000348639 0.000583166 0.000447407 -0.000126138 0.00019785 -7.21826e-05 0.000185315 0.0006751 -0.00104672
internal_weight=0 0.0638119 0.062702 0.0614531 0.0542591 0.0523023 0.0508161 0.0480548 0.0440263 0.0278023 0.0162241 0.0122929 0.0237935 0.0227688 0.0216256 0.0200696 0.0186119 0.0167791 0.015701 0.0133602 0.0122455 0.0106776 0.00402846 0.00719396 0.0086674 0.0098305 0.00627822 0.00483451 0.00355228 0.00400874
internal_count=3910 3797 3732 3690 3340 3185 3107 2558 2500 2172 328 251 1854 1679 1453 1409 1358 1261 1175 1111 1079 1071 58 350 932 141 89 63 52 318
is_linear=0
shrinkage=0.00140032


Tree=993
num_leaves=25
num_cat=0
split_feature=1456 2 128 41 2 160 403 15 159 147 52 43 49 12 133 15 4 52 48 47 2 160 16 52
split_gain=0.000208746 0.000249229 0.000252274 0.00020847 0.000253426 0.00022264 0.000298538 0.000225373 0.000359918 0.000261843 0.000299815 0.000295742 0.000242777 0.000396863 0.000355552 0.000508317 0.000518722 0.000221464 0.000184944 0.00042063 0.000310865 0.000189825 0.000179514 3.05291e-05
threshold=-1.0000000180025095e-35 0.14808000000000002 0.086435000000000012 0.078535000000000008 -0.0098549999999999974 -0.23073999999999997 0.087440000000000004 -0.095799999999999982 0.09141500000000001 0.085530000000000009 -0.24456499999999998 -0.078644999999999979 -0.14917999999999998 0.095295000000000019 0.087035000000000015 0.024640000000000006 -0.010394999999999998 0.082665000000000002 0.085575000000000012 0.092645000000000019 0.099675000000000014 -1.0000000180025095e-35 -0.014099999999999998 0.0033900000000000002
decision_type=2 2 2 2 2 2 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 18 9 10 11 -9 -12 14 15 16 23 -17 19 21 -20 -7 -18 -14
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 12 -13 13 -15 -16 17 22 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.0017806666677669006 0.0019406942234481868 0.0018219350622874009 -0.001851796213208188 -0.0013629044331772747 -0.0016710097905047402 -0.00012499595199920319 -0.0017206962909510704 -0.002071445247175667 -0.0018326014230532958 -0.00091797467053605312 0.0028716445343250903 0.00077681789457747315 0.0030557038144851021 -0.00092074068589582264 -0.0006770775692761013 -0.0014315434525672417 0.00037027391627044294 0.0011705028165099722 -0.0028959732479339343 -0.0019831137480348354 0.00010046348098122771 0.0020765766148215163 0.0022770283037255039 0.003955966987690746
leaf_weight=0.0010205707511082565 0.0011598527360339129 0.0011879730953479042 0.0011481341663304714 0.0015594175444928462 0.0011342140900833511 0.0011922472093406355 0.0012987784054797327 0.0010512695091906554 0.001004933264760254 0.00157510524189619 0.0010399819386304196 0.0012591210829220262 0.001096670631120622 0.0016534140429776975 0.001360850205965547 0.0010570617593605447 0.0020012633265877877 0.0010007341411646387 0.0010574377662142531 0.0010516503740483074 0.001120946731179906 0.001272377805674677 0.0012674296941082193 0.0012864203687144027
leaf_count=369 214 168 236 168 267 63 271 115 152 98 28 181 69 243 285 162 116 262 130 26 69 111 81 26
internal_value=0 4.26507e-05 -3.11291e-05 4.48811e-05 0.000129506 4.47383e-05 0.000127031 0.000234409 0.0004672 0.000614883 0.000786432 -0.000519193 0.00104285 0.0008655 0.00119111 0.00152087 0.0021351 -0.000166133 -0.000446396 0.000115924 -0.00135408 0.00101158 0.00110961 0.00354168
internal_weight=0 0.0298373 0.0286493 0.0275012 0.0259418 0.0247819 0.0236477 0.0223489 0.0166543 0.0156493 0.0140742 0.00231039 0.0117638 0.0107238 0.00907043 0.00770958 0.00565178 0.0020578 0.00569466 0.00351628 0.00217838 0.00246463 0.00326869 0.00238309
internal_count=3910 3541 3373 3137 2969 2755 2488 2217 1818 1666 1568 296 1272 1244 1001 716 292 424 399 200 199 174 197 95
is_linear=0
shrinkage=0.00396435


Tree=994
num_leaves=31
num_cat=0
split_feature=31 1338 1348 4 480 133 52 14 151 124 3 375 482 1429 4 11 1374 0 483 43 43 13 394 47 484 43 48 4 52 0
split_gain=0.00176407 0.00123022 0.0013973 0.00131959 0.00123087 0.00121945 0.00152149 0.0011846 0.00107196 0.00105621 0.00192269 0.00112943 0.00103352 0.00100698 0.00132706 0.00146667 0.000984619 0.0010944 0.00127622 0.00118396 0.00202481 0.00134209 0.00156814 0.00141426 0.00139016 0.00105821 0.000962035 0.000887576 0.00112865 0.000898771
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093200000000000019 0.51224500000000017 0.086640000000000009 -0.26719999999999994 -0.51745999999999992 0.078275000000000025 -0.52174999999999983 -0.50873999999999986 0.30601500000000009 0.087245000000000017 0.092060000000000017 -1.0000000180025095e-35 0.27608500000000008 0.082245000000000013 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 -0.053009999999999995 -0.0037249999999999996 -0.094679999999999986 -0.081709999999999991 0.14097000000000001 0.085815000000000016 -0.079109999999999986 0.11379500000000002 -0.15796999999999997 0.28122000000000008 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 13 -11 15 16 -15 -18 -19 25 -21 -22 -23 24 -24 27 -16 -20 29 -29
right_child=1 -3 -4 -5 -6 6 7 -9 9 10 -12 -13 -14 14 26 -17 17 18 19 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001116401784836941 -0.0010396077216443531 -0.0012438027098852426 0.0012437660278765985 0.0011526859134021853 -0.0010538008357738259 -0.0012434976045999837 -0.0012023458303752985 -0.00093276317011882449 -0.0011895481751868515 -0.00087892502975971869 0.0012435224156530497 -0.0011520067301063327 -0.0011910233618402199 -0.00064662632846326047 0.0010276739683552892 -0.0012435769953427563 0.00068330630787748268 -0.001243555122846178 0.00062579259213397988 -0.00097391024374025392 0.0004520607337133524 0.0010197512447572131 -0.00059698471997858072 0.0010467220040058271 0.00055864261178225673 0.00085830216709790162 1.2478534794341457e-05 0.00068448717869775062 -0.0012436165340986129 -7.2056807827961089e-05
leaf_weight=0.0020497126593284056 0.0018760716269177182 0.0013160362814517148 0.0013063426002020142 0.0013819111587753943 0.0019301597913510262 0.0015533141889134674 0.0010839012667780415 0.0020507197326509177 0.0010589225047965547 0.0016989468496917395 0.0020664327727182288 0.0012350056774153009 0.0010259799242358083 0.0028683943177441043 0.0037983239876737676 0.0013570276142900175 0.0045721535546476696 0.0011554440419940795 0.0047880298260736228 0.0035578929490323033 0.0078437703346949661 0.0015192429078112477 0.010920056544988302 0.0010932602919524479 0.0018876780923022815 0.0040729379370305621 0.0023277252763165279 0.0031656783449633954 0.0010336226196834266 0.010417883299206126
leaf_count=113 227 23 27 129 237 256 54 96 18 80 98 28 106 45 135 27 40 181 37 480 89 22 450 7 21 181 31 82 77 513
internal_value=0 -5.08238e-05 -3.22761e-05 -5.22777e-05 -7.25947e-05 -4.89296e-05 -2.51481e-05 -4.41744e-07 2.52051e-05 4.33165e-05 6.1347e-05 2.66169e-05 4.76809e-05 6.63489e-05 9.05428e-05 3.44824e-05 6.39302e-05 0.000100308 4.85047e-05 7.81847e-05 -0.000100298 3.33081e-05 -0.000179698 -0.000310786 -0.000426662 0.000282087 0.000641928 0.000161146 8.94541e-06 0.000104257
internal_weight=0 0.0859629 0.0846468 0.0833405 0.0819586 0.0800284 0.0781523 0.076599 0.0745483 0.0734644 0.0724055 0.0703391 0.069104 0.0680781 0.0663791 0.0602531 0.058896 0.0560277 0.0514555 0.0503001 0.0268219 0.023264 0.0154202 0.013901 0.0128077 0.0234782 0.00612605 0.0194052 0.0146172 0.0135836
internal_count=3910 3797 3774 3747 3618 3381 3154 2898 2802 2748 2730 2632 2604 2498 2418 2252 2225 2180 2140 1959 1069 589 500 478 471 890 166 709 672 595
is_linear=0
shrinkage=0.00124344


Tree=995
num_leaves=24
num_cat=0
split_feature=1 0 2 50 48 47 4 403 15 48 0 52 2 15 3 133 16 0 16 0 12 39 47
split_gain=0.000210709 0.000308596 0.000214831 0.000355084 0.000259437 0.000276229 0.000354892 0.000395058 0.000364634 0.000339789 0.000418889 0.000308234 0.000192733 0.000211333 0.000187456 0.000178291 0.000152619 0.000249434 0.000381787 0.000411051 0.00025969 0.000140767 0.000175472
threshold=0.076710000000000014 -0.084074999999999997 0.14073000000000005 0.10625000000000001 0.12862000000000004 0.087850000000000025 0.0057500000000000008 0.03138500000000001 1.0000000180025095e-35 0.086285000000000014 -0.087899999999999992 -0.0066199999999999991 0.11260500000000001 -0.095799999999999982 -0.073984999999999981 0.086895000000000014 -0.25582999999999995 -0.082604999999999998 0.0054700000000000009 0.18055000000000002 0.092150000000000024 0.084835000000000008 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
left_child=1 15 3 4 5 6 7 9 12 10 11 -2 13 -8 -7 -1 -3 -18 -19 20 -20 22 -16
right_child=2 16 -4 -5 -6 14 8 -9 -10 -11 -12 -13 -14 -15 21 -17 17 18 19 -21 -22 -23 -24
leaf_value=-0.0020531145780339649 -1.1190739233457779e-05 0.0012150175636797599 0.0015452160807150075 -0.001817223359040644 -0.0013380743919896132 0.00054977250970422698 0.00028400089293893158 0.0020954387260893742 -0.00015008441642946042 -0.0017459614783723479 -0.0010516267913321588 0.0023329426183081323 0.0031507587837600539 0.0023620998259297954 -0.00035785341774738447 -0.00033402197998930384 0.0013277269594489036 -0.0023743884893749484 -0.0019442087348484241 0.0014395641972088748 0.00015318932433448028 7.6912356159837433e-05 -0.0023575433914154826
leaf_weight=0.0017650783562365713 0.0014193800774040533 0.0010028288967376398 0.0013021760259523943 0.0010891230466096849 0.0012011305965309296 0.0018322478480650162 0.0010987127276963493 0.0010202964863319508 0.0013975489485567039 0.0013562625618446233 0.0018238328937665894 0.0012623170460874765 0.0010768166348931185 0.0012415085528310055 0.0010287139903866196 0.0012119824774904642 0.0010220666068934126 0.0010718849073738657 0.0013269719031180349 0.001427679287189676 0.0014956229357953044 0.0012868195584019304 0.0010624890720341007
leaf_count=690 85 29 180 205 53 142 133 69 58 137 490 52 107 74 27 319 113 503 131 20 203 35 55
internal_value=0 -0.000415909 0.000188675 9.6659e-05 0.000211771 0.000321877 0.0006163 0.000113487 0.00133503 -0.00023149 0.000224399 0.00109223 0.00194244 0.00138645 -0.00033908 -0.00135326 -3.60896e-05 -0.000233852 -0.000533737 -6.95393e-05 -0.00083285 -0.000821197 -0.00137385
internal_weight=0 0.0103241 0.0204994 0.0191972 0.0181081 0.0169069 0.0116967 0.00688209 0.00481459 0.00586179 0.00450553 0.0026817 0.00341704 0.00234022 0.00521027 0.00297706 0.00734705 0.00634423 0.00532216 0.00425027 0.00282259 0.00337802 0.0020912
internal_count=3910 2008 1902 1722 1517 1464 1205 833 372 764 627 137 314 207 259 1009 999 970 857 354 334 117 82
is_linear=0
shrinkage=0.00345121


Tree=996
num_leaves=31
num_cat=0
split_feature=31 1348 14 158 52 133 1338 123 2 130 124 159 16 3 4 133 13 38 148 1374 2 12 47 16 13 3 133 151 12 12
split_gain=0.00164669 0.00120075 0.00111158 0.00114671 0.00105359 0.00115336 0.00104899 0.00092315 0.00208655 0.00107802 0.0010589 0.00120916 0.00120914 0.000975053 0.00151907 0.00115659 0.000864216 0.00107582 0.00069604 0.000676478 0.000798547 0.00107974 0.00113954 0.00123465 0.000950044 0.000958482 0.00141408 0.000909831 0.000851567 0.000591557
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 0.11015500000000002 -0.51745999999999992 -0.26719999999999994 1.0000000180025095e-35 0.083745000000000014 0.094825000000000007 0.079100000000000018 0.15597500000000003 -0.034019999999999988 -0.17157499999999998 -0.15464999999999998 -0.49837999999999999 0.084630000000000025 -0.23438999999999996 1.0000000180025095e-35 0.087970000000000007 0.086000000000000007 0.089910000000000004 0.097345000000000015 1.0000000180025095e-35 -0.089864999999999987 -1.0000000180025095e-35 -0.078884999999999997 0.065880000000000008 -0.044604999999999992 0.11655500000000001 0.098845000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 12 -7 15 -15 -13 17 -16 19 20 21 22 23 -18 25 26 -25 -22 -23 -29
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12 13 -14 14 16 -17 18 -19 -20 -21 27 28 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0010763845904194023 -0.0010115758831322685 0.0012009999151847382 -0.0010210875439414877 -0.0011741825160662804 -0.0010620040052284688 0.00040461240516959579 -0.0012192981842224864 -0.00075108613438158278 0.0010425050080507278 -0.0010876387176148284 0.00096740095485736265 0.00088641314680395068 -0.0010132764320431224 -0.0011493494030829366 0.00075659736752843761 -0.00050148036179516436 -0.00076196450037995282 -0.000510026397204392 -0.0010328996259822505 -0.00082003181721714078 -0.00029897276645416543 0.00071436984892143257 -0.00096208839172731188 -0.0012191636605055072 0.00057804973284909247 0.00076491336020457514 0.00023920684983467849 0.00044107852391441529 -0.00043533762607499328 -0.00049482265004576365
leaf_weight=0.0019541939588605386 0.0015902760201464963 0.001109339498917449 0.001806935788583707 0.0013290483776362541 0.0015069873696624816 0.0012380912331906302 0.0010047814859319706 0.0013302634356904255 0.0034999310761039126 0.0013375774763604289 0.001699448547242354 0.0037722001198563357 0.0032142701916586516 0.0016803389001402843 0.004454168895643206 0.0011687896468544068 0.0033397817755869011 0.001283757844532829 0.0010081480416115332 0.0014629467565399059 0.0039596132218910887 0.0032415577359774508 0.003074927162995956 0.0020468660589254431 0.0037062395972609482 0.0011140004444687573 0.0019101551046847298 0.01242571578328544 0.0013587017290177528 0.0010918563026827153
leaf_count=113 270 28 123 157 209 22 18 55 154 291 13 70 395 55 118 11 202 27 25 81 107 86 108 300 98 73 217 337 18 129
internal_value=0 -5.75881e-05 -7.70725e-05 -5.26521e-05 -3.08988e-05 -7.59804e-06 1.66893e-05 3.59676e-05 0.00054854 -5.5806e-06 1.92657e-05 -9.22672e-06 -0.000618997 4.28832e-05 -1.10986e-05 0.000558107 3.09575e-05 0.000473213 -3.28975e-05 -6.86883e-06 2.50505e-05 -0.000142632 -0.000299315 -0.000131124 0.000108913 -0.000233962 -0.000515171 0.000214944 0.0003748 0.000365483
internal_weight=0 0.0727667 0.0716574 0.0698504 0.0685214 0.0669311 0.0654241 0.0644193 0.00483019 0.0595892 0.0582516 0.0565521 0.00445236 0.0520998 0.0471588 0.00494099 0.0454784 0.00573793 0.0397405 0.0387324 0.0372694 0.0197922 0.015192 0.012117 0.00877726 0.00507102 0.00395702 0.0174772 0.00460026 0.0135176
internal_count=3910 3797 3769 3646 3489 3219 3010 2992 209 2783 2492 2479 417 2062 1981 81 1926 145 1781 1756 1675 1102 998 890 688 590 517 573 104 466
is_linear=0
shrinkage=0.00121906


Tree=997
num_leaves=31
num_cat=0
split_feature=31 151 1348 4 11 14 3 0 0 16 1 131 160 124 4 13 159 3 43 0 0 160 2 15 2 4 16 39 47 51
split_gain=0.00130878 0.000939408 0.00124689 0.00122402 0.00155499 0.000930358 0.000838267 0.00109429 0.00159425 0.00115424 0.00124205 0.00102085 0.000965017 0.00100103 0.00110416 0.00153233 0.00128358 0.00100084 0.000991638 0.00104996 0.00161891 0.000967404 0.000924579 0.000801943 0.000828947 0.000728179 0.000728024 0.00102855 0.000830386 0.000993742
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.27608500000000008 0.08184000000000001 0.073890000000000011 -0.14539499999999997 -0.10575999999999998 -0.089879999999999974 -0.014754999999999999 0.085110000000000005 0.10370500000000001 -0.23269999999999999 -0.061329999999999989 -0.51381999999999983 -0.15610499999999997 0.089930000000000024 -0.115685 0.0033500000000000005 -0.053834999999999994 -0.017269999999999997 -1.0000000180025095e-35 0.091525000000000009 -1.0000000180025095e-35 0.106285 -0.034289999999999994 -0.54165499999999989 0.08078500000000001 0.096475000000000019 0.11024000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 23 9 22 10 -8 12 -10 -14 -15 -16 17 -17 19 21 -21 -19 -9 -3 -25 -11 -5 28 29 -28
right_child=1 2 -4 26 -6 -7 7 8 11 25 -12 -13 13 14 15 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012516901586595616 -0.0013768846259995689 0.0013708441773610763 0.0014015328783987782 0.0013180776797025199 -0.0014569752620253232 -0.0010867958751834166 -0.00090188767360341164 -0.0014570975097720391 -0.0014570382062986998 -0.0003226018409544255 0.00015224511905266556 -0.0013917438639226665 0.00087634450623396863 -0.0014500833882044903 0.00093900662402288386 0.00085509722902853147 -0.0013529641131446413 -0.0011717428663489853 -0.0010535891293761534 -0.0013828936925489716 0.00066448994214907923 0.00031750425461617848 -3.110582134355224e-05 -0.00060439276180442459 0.00086318501512342696 0.001052396504745102 0.00071272548195095591 0.0014270199910973033 -0.0010799743007773328 -0.00085320751454603678
leaf_weight=0.0016335430850329393 0.0011435262668628701 0.0015651427452283428 0.0012414298681662208 0.0016522887098826544 0.001847879827247211 0.0019662957691597418 0.0029256766869347759 0.0034450306088977733 0.0010606492348823595 0.0010353933361173517 0.012547231943901949 0.0013461115278010629 0.0023132685945270728 0.0012677323520904225 0.0028941066656358273 0.0021558011745010782 0.0018432266331358518 0.0010226369499157792 0.002462462019042543 0.0025280990858407293 0.0012130920501292599 0.0097796052609266815 0.0013406487412255252 0.0016951188562472899 0.0015768323801239603 0.0038846540127721518 0.0030649453345485966 0.0012594646099817197 0.001243356169652543 0.0011957471525647634
leaf_count=113 65 23 42 52 155 87 135 318 219 14 165 198 53 28 37 26 175 249 314 85 49 789 104 38 10 69 157 110 18 13
internal_value=0 -6.65775e-05 -4.61565e-05 -7.10719e-05 -0.000140044 -0.000100711 -6.83425e-05 -0.000119422 -0.00027693 0.000148375 -4.70743e-05 -0.00015192 -9.34437e-05 -4.0813e-05 -0.000125116 -5.48325e-05 -0.000191766 -8.00665e-05 -0.000198615 -5.38529e-05 -0.000719024 0.000176519 -0.00105762 0.000513148 0.000102868 0.000763037 0.000451125 0.000239333 -3.24395e-05 0.000273252
internal_weight=0 0.0745175 0.0733739 0.0721325 0.0637167 0.0618688 0.0599025 0.0550654 0.0346725 0.020393 0.0154729 0.0298868 0.0285407 0.02748 0.0251668 0.023899 0.0210049 0.0191617 0.0170059 0.0145434 0.00374119 0.0108022 0.00478568 0.00483709 0.00327195 0.00492005 0.0084158 0.00676351 0.00550405 0.00426069
internal_count=3910 3797 3732 3690 3340 3185 3098 3027 2644 383 300 2222 2024 1805 1752 1724 1687 1512 1486 1172 134 1038 422 71 48 83 350 298 188 170
is_linear=0
shrinkage=0.00145689


Tree=998
num_leaves=26
num_cat=0
split_feature=1 11 4 123 13 43 42 131 52 3 47 49 49 49 47 3 16 3 16 15 4 2 3 1 12
split_gain=0.000195666 0.000277049 0.000237744 0.000232851 0.000322392 0.000589424 0.000358608 0.000316102 0.000250136 0.000267869 0.000253555 0.000222898 0.000196945 0.000363678 0.000497463 0.000188986 0.00026921 0.000319502 0.000245136 0.00023451 0.00020339 0.000140457 7.47647e-05 3.4906e-05 3.32136e-05
threshold=0.11561500000000001 0.08184000000000001 0.24280000000000004 1.0000000180025095e-35 0.17936000000000002 -0.16369999999999998 0.091955000000000023 0.08103500000000001 0.11401500000000002 -0.115685 0.09252500000000001 -0.084114999999999981 -0.036809999999999996 0.11017000000000002 0.13135500000000003 -0.078884999999999997 -0.057604999999999996 0.12046500000000002 -0.083564999999999987 -0.095799999999999982 -0.021164999999999996 0.091615000000000016 -0.0095549999999999993 0.12293500000000002 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
left_child=1 3 12 4 5 -1 7 8 9 24 11 -11 -2 14 -14 18 19 20 -13 -17 -18 -21 -5 -4 -7
right_child=2 -3 23 22 -6 6 -8 -9 -10 10 -12 15 13 -15 -16 16 17 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0026437356170857375 0.0015869259321256491 -0.0017925756604505428 0.0012335022404104824 0.0020037866616052502 -0.0020834506200320714 0.0020870913116566303 -0.0023858958400376972 -0.0020870719438577201 -0.0017762768299277572 -0.0012004311799404487 -0.0019627564448564069 0.00056421476831290663 -0.0032160697579976505 0.0015778136349777299 0.00061233709238990184 -0.0014747004658570966 0.00071748883859368057 -0.00014197287204657452 -0.0020701013436154512 0.0016745066924018686 0.0029795247669033905 -0.00033063981186335045 0.00046766816867597772 0.0022948923017137484 0.0010479133863413978
leaf_weight=0.0012354899042619208 0.0010675487742801693 0.0016253807244104293 0.0010223377028455438 0.001025580953947447 0.0013780843697906988 0.001004627848019129 0.0011922973412805673 0.0012100677845639498 0.0011335564450360427 0.0017245257574329828 0.0010115853265243455 0.0012594442619718836 0.0011293394344527021 0.0010243657465878186 0.0010911941375866263 0.0013584506755919545 0.0010216886086196197 0.0015264836488455558 0.0010668445152350317 0.0011142417789309356 0.0017862665279842049 0.0011720536579254981 0.0010469326317341645 0.0010043605842730008 0.0010069694479710734
leaf_count=71 90 179 72 87 140 65 541 355 248 96 110 322 90 47 21 71 88 26 627 58 91 68 89 231 27
internal_value=0 -0.000178533 0.000617193 -6.58195e-05 -0.000192269 -6.0806e-05 -0.000240558 -9.35266e-05 5.55043e-05 0.000193444 -1.84044e-05 0.000145093 8.03542e-05 -0.000415297 -0.00133475 0.000370254 0.000665923 0.00134702 -0.000643892 -0.000144051 0.00215647 0.000646582 0.00122781 0.00175949 0.0015669
internal_weight=0 0.0249006 0.00633915 0.0232752 0.0212027 0.0198246 0.0185891 0.0173968 0.0161867 0.0150532 0.0130416 0.01203 0.00431245 0.0032449 0.00222053 0.0103055 0.00797918 0.00433444 0.00232629 0.00364475 0.00280796 0.0022863 0.00207251 0.0020267 0.0020116
internal_count=3910 3359 551 3180 3004 2864 2793 2252 1897 1649 1557 1447 248 158 111 1351 402 205 949 197 179 126 176 303 92
is_linear=0
shrinkage=0.00404364


Tree=999
num_leaves=31
num_cat=0
split_feature=52 158 31 1 159 14 42 50 42 43 160 158 49 151 15 2 41 4 3 3 403 159 12 132 13 12 41 3 15 51
split_gain=0.00124821 0.0011586 0.00131669 0.00106042 0.000976855 0.000975528 0.000869138 0.000961923 0.000833867 0.00110644 0.000807449 0.000805225 0.000916239 0.00133687 0.000969719 0.00141864 0.00125407 0.000901075 0.00146178 0.00129067 0.00110114 0.000773419 0.000762689 0.000862566 0.00120793 0.000728513 0.000705679 0.00104303 0.000808367 0.000701412
threshold=-0.51745999999999992 0.11034000000000001 -1.0000000180025095e-35 0.10113500000000002 0.085280000000000009 0.077685000000000018 -0.09602999999999999 0.10119500000000002 0.091955000000000023 -0.15648499999999999 -1.0000000180025095e-35 0.084965000000000027 -0.085974999999999982 0.083140000000000006 -0.095799999999999982 0.091025000000000009 0.078535000000000008 -0.51381999999999983 0.11476000000000001 -0.097604999999999983 -1.0000000180025095e-35 0.085035000000000013 0.086935000000000012 0.093105000000000007 -0.094679999999999986 0.051320000000000005 0.081670000000000006 -0.074234999999999982 -0.24219999999999997 -0.07742499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 6 -4 8 11 -10 25 12 13 -8 15 -14 17 -16 19 -19 -21 22 -22 24 -24 -5 27 -12 -29 -6
right_child=1 -3 3 4 29 -7 7 -9 9 -11 26 -13 14 -15 16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010302084013892893 0.0012193991482133736 -0.0011449329018423039 -0.00081901857814781676 -9.5858181967462152e-05 3.976713196636883e-05 -0.0012191524663245864 -0.00096354731648558289 -0.0012191280390151764 0.00022507960379592661 -0.00095101450082473251 0.00072164638624430363 -0.00071757375133218667 -0.00092096089475683478 0.00036450603034820269 -0.00043346437898338129 0.0004454716546514335 -0.0009153367220719736 0.00081341794136021686 0.0010998622851356257 -0.00101669863106427 0.00047870649666433002 -0.00081177486212307207 0.00040575141433365456 0.00075005270543456067 -0.0012191313563495528 -0.0012191534042678899 -0.00046388826466032775 0.00085591806054907248 -3.0043686606140463e-05 0.0011586267017492905
leaf_weight=0.0018195928493414107 0.0013158484066395628 0.0013119023896850371 0.0023454198197412337 0.0034271785959276704 0.001289567140474901 0.0011796896580236185 0.0027787811010604449 0.0010331751896179844 0.0019405338136451178 0.0030685039452915666 0.0053220630605483833 0.0020014965496073503 0.0027370242225857036 0.0018943743786579148 0.002208161021002286 0.0019220697498654182 0.0013091853369360243 0.0045283222792953251 0.0035524380907645528 0.0012711859421337115 0.0079564461272365848 0.001086564147143144 0.0011706195175236163 0.0010681845407773949 0.0016219578813592185 0.0011445852167497605 0.0022091430901483014 0.0017584868960263096 0.011804206006971192 0.0023501736419113675
leaf_count=275 110 167 217 53 18 94 58 279 30 367 89 115 146 37 23 64 31 91 21 410 254 83 13 25 246 52 38 91 260 153
internal_value=0 -8.91046e-06 1.03708e-05 -1.05677e-05 0.000171185 -0.000124685 -9.63051e-05 -5.70211e-05 -2.85126e-05 -0.000495388 8.7369e-05 3.45108e-05 7.73901e-05 -0.000425189 0.000154566 -0.000357251 0.000247089 0.000309296 0.000382991 0.000246831 6.58301e-05 0.000172473 0.000262972 -0.000181623 -0.000537997 -0.000377086 0.000188032 0.000264294 8.48267e-05 0.000762213
internal_weight=0 0.0786073 0.0772954 0.0759795 0.0293054 0.0466741 0.0454944 0.043149 0.0421158 0.00500904 0.0256657 0.0371068 0.0351053 0.00467316 0.0304322 0.00465909 0.0257731 0.0244639 0.0222557 0.0187033 0.014175 0.0129038 0.0118172 0.00386076 0.00279258 0.00457176 0.0210939 0.0188848 0.0135627 0.00363974
internal_count=3910 3635 3468 3358 754 2604 2510 2293 2014 397 583 1617 1502 95 1407 210 1197 1166 1143 1122 1031 621 538 284 259 105 478 440 351 171
is_linear=0
shrinkage=0.00121906


Tree=1000
num_leaves=31
num_cat=0
split_feature=31 401 52 158 133 13 52 403 151 132 129 457 49 49 39 16 0 3 15 47 0 49 48 0 13 0 52 474 15 42
split_gain=0.00144586 0.000926459 0.000920786 0.00095148 0.000858909 0.000873208 0.00126542 0.00121921 0.00113024 0.00100492 0.00107233 0.000791382 0.00121733 0.000925877 0.000840251 0.00106429 0.000966335 0.00094399 0.000958189 0.000803315 0.00122111 0.000789595 0.000784928 0.000755801 0.000691705 0.000860835 0.000775124 0.00111034 0.000659349 0.000580625
threshold=-1.0000000180025095e-35 0.10072000000000002 -0.51745999999999992 0.11136500000000001 -0.26719999999999994 -0.094679999999999986 0.11588000000000002 -0.088854999999999976 -0.083274999999999988 0.079995000000000011 0.08956500000000002 0.082870000000000013 -0.047309999999999998 -0.00064499999999999985 0.090190000000000006 0.41476000000000007 0.12500000000000003 -0.10628499999999998 0.079360000000000014 0.090655000000000013 -0.23129999999999998 -0.0092149999999999992 0.11904500000000003 -0.07773999999999999 0.0015650000000000002 -0.083934999999999996 -0.0025949999999999997 0.084795000000000023 -0.017214999999999998 0.10056500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 14 -13 -14 15 16 17 18 -9 20 -19 -22 -21 -11 25 26 27 -23 -16 -17
right_child=1 -3 3 -5 5 7 -8 9 -10 23 -12 12 13 -15 28 29 -18 19 -20 22 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011453886014064665 -0.0010804585888132929 -0.0012206504937453161 -0.0010346595398190558 -0.0012089904155007066 -0.00051016764490295012 -0.0011964573348558695 -0.00084483540483081736 0.00075711479557385639 0.00056916348783675702 -0.00018324236622949814 -0.0012014415453607552 0.00066465627491178335 -0.00082195210543257666 0.00061600645795620258 -2.6247319974645458e-05 -3.7933644160332176e-05 -0.0010734785553225066 0.00076435497818075945 -0.00038285179629584548 -0.0012334505298674061 -0.00080981854382090521 -0.0011966398815955309 -0.00015761653890640113 0.00095269721057067056 0.00071166755405668565 -0.00082491977163653269 0.00034420563222420147 0.00048785203592384326 0.0011482457531172545 0.0012685375047686435
leaf_weight=0.0016394855268262445 0.0013437638838729163 0.0010884445529405476 0.0012665111494283279 0.001065075036165041 0.0018136678946092397 0.0014736622941808877 0.0014138634013622928 0.002972917974000555 0.011188282974197605 0.0014263254428010796 0.0013350404489638193 0.005386593945820195 0.0020825178040477788 0.0011011695253557718 0.001740235539125834 0.0010359772214627574 0.0021911797937210755 0.0019282828390316678 0.0019734212983939514 0.0026390237131705954 0.0037692152256227898 0.0016111149609896449 0.0018596591389803407 0.0027760075481282334 0.0013540244772016772 0.0029674436799016837 0.0040531091565236725 0.0010330927464075046 0.0013775348981255311 0.0011598174656342053
leaf_count=113 274 193 222 155 38 456 80 74 264 104 103 120 63 38 97 54 34 36 38 123 161 132 42 86 71 392 283 38 23 3
internal_value=0 -5.98593e-05 -4.10965e-05 -1.99334e-05 -4.2865e-07 2.01463e-05 0.000294691 -6.02191e-05 0.000418605 -2.51698e-05 -8.22969e-05 -4.6922e-05 0.00029717 -0.000324593 -0.000134517 -0.000198529 -0.00026441 -0.000196646 0.000302307 -0.000312978 -0.000184945 -0.00030873 -0.000788724 0.000567145 -0.000137321 -0.000256264 -4.30396e-06 -0.000538508 0.000492683 0.000652144
internal_weight=0 0.068427 0.0673385 0.0659948 0.0649297 0.0636632 0.0144158 0.0492474 0.013002 0.0477737 0.0435714 0.0422363 0.00857028 0.00318369 0.0336661 0.0305483 0.0283525 0.0261613 0.00494634 0.021215 0.0167163 0.014788 0.00449868 0.00420233 0.0110188 0.00966476 0.00669732 0.00264421 0.00311777 0.00219579
internal_count=3910 3797 3604 3330 3175 2953 382 2571 302 2115 1925 1822 221 101 1601 1481 1424 1390 112 1278 1113 1077 165 190 916 845 453 170 120 57
is_linear=0
shrinkage=0.00126831


Tree=1001
num_leaves=26
num_cat=0
split_feature=14 3 124 3 132 0 41 15 0 3 47 43 13 1 52 13 15 16 52 13 42 457 0 160 13
split_gain=0.000209694 0.000259144 0.00022134 0.000226037 0.000318183 0.000311515 0.00035075 0.000432188 0.000266169 0.000462214 0.000397345 0.000246451 0.000378813 0.000434768 0.000234585 0.000373661 0.000485544 0.000345804 0.000261621 0.00022557 0.000222007 0.000192812 0.000178144 0.000167097 0.000127322
threshold=0.073890000000000011 0.30601500000000009 -0.061329999999999989 -0.100615 0.079995000000000011 0.12007500000000002 0.078385000000000024 0.079360000000000014 -0.082994999999999985 -0.078669999999999976 0.09252500000000001 -0.074254999999999988 -0.45122499999999993 0.10471000000000001 -0.010284999999999997 -1.0000000180025095e-35 0.090325000000000003 -0.19424999999999998 -0.081429999999999989 0.066010000000000013 -0.0060199999999999993 0.084160000000000013 -0.15137999999999999 0.085865000000000011 0.083175000000000013
decision_type=2 2 2 2 2 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 7 24 10 -10 14 19 -13 -14 18 16 -16 -17 23 -11 -1 -20 -19 -5 -4
right_child=-2 -3 3 8 -6 -7 -8 -9 9 11 -12 12 13 -15 15 17 -18 22 21 -21 -22 -23 -24 -25 -26
leaf_value=-5.9652243194517547e-05 -0.0018495629264588147 0.0022754021614817561 0.0036132964821606831 -0.00050611921462294634 0.0027021533835783827 -0.0017397723178043149 -0.0015749726535730915 -0.00085634102609618017 -0.0033954818321270419 0.0022334386678548967 -0.0019235683850698415 0.00091267236977460309 -0.0044646420566125909 -0.00060283437596381402 -0.0017099704263652895 -0.00029624179231964374 0.0020788718700031094 0.0038819739786694878 -0.0029705093570132463 -0.00075888333668776634 0.0026114909447737069 -0.00040546415146117413 0.0014501245619734768 0.0018538893297324946 0.0015199834901960974
leaf_weight=0.0012630369482149462 0.0012010645343589746 0.0010104613586828784 0.0010674582771237296 0.00126821310040659 0.0011425488762371039 0.0013673229762465322 0.0010475653614960834 0.001160414742440441 0.0013887336589804011 0.0010015046954010565 0.0018525921468380288 0.0011198841959867423 0.0010068139972534479 0.0013740880684718348 0.0018269282923869812 0.001036838998764722 0.001068415161742442 0.0013302884467525367 0.0010037050768298954 0.0010070017395058528 0.0012184822936101005 0.0013972033762144065 0.0010942999980130524 0.0011314974927686405 0.0012659827396727108
leaf_count=71 135 162 53 136 72 102 47 84 659 127 183 14 435 103 659 62 73 28 172 54 201 53 63 66 96
internal_value=0 5.23183e-05 -2.39819e-05 -0.000141427 0.000545465 0.000128435 0.000690911 0.00137029 -0.000384719 -0.00109367 -8.82772e-06 -0.000513446 -0.00122867 -0.00223588 0.000309099 0.000871664 -0.000311844 0.00186162 -0.000435824 0.000733183 0.00125194 -0.00147779 0.0027844 0.000606658 0.00247759
internal_weight=0 0.0304513 0.0294408 0.0269593 0.00705129 0.00590874 0.00454142 0.00349386 0.019908 0.00689803 0.01301 0.00550929 0.00350079 0.0023809 0.0111574 0.00635677 0.00289534 0.00346143 0.00480062 0.00200851 0.00248152 0.00240091 0.00242459 0.00239971 0.00233344
internal_count=3910 3775 3613 3341 454 382 280 233 2887 1392 1495 733 552 538 1312 885 732 153 427 181 272 225 91 202 149
is_linear=0
shrinkage=0.0044645


Tree=1002
num_leaves=31
num_cat=0
split_feature=52 160 1 0 403 11 3 2 3 403 156 2 1374 3 151 16 48 47 50 52 12 43 3 1375 47 13 16 12 1429 4
split_gain=0.000867194 0.000795843 0.000757233 0.000804054 0.00064345 0.000702841 0.000758744 0.00103158 0.00065894 0.000686132 0.000591412 0.000571256 0.000549799 0.000652372 0.000546499 0.000588761 0.00061944 0.000571157 0.000687755 0.000540158 0.000521367 0.00102344 0.000524595 0.000489539 0.000460587 0.000548232 0.000575281 0.00050166 0.000444408 0.000437354
threshold=-0.51745999999999992 -0.40446999999999994 0.10113500000000002 -0.017269999999999997 0.088015000000000024 0.08184000000000001 -0.115685 0.11635500000000001 0.10223 -1.0000000180025095e-35 0.082150000000000015 0.088405000000000025 -0.094679999999999986 -0.089974999999999986 -0.29526499999999994 -0.53943499999999989 -0.086624999999999994 0.08801500000000001 0.10976000000000001 -0.24456499999999998 0.086935000000000012 -0.090634999999999979 -0.021064999999999997 -0.012944999999999998 0.10783500000000001 -0.057284999999999996 -0.072359999999999994 0.092475000000000016 0.083420000000000008 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 14 5 6 11 8 9 -8 12 -3 -11 -14 -4 -16 -17 18 19 -18 22 -22 29 -24 -19 27 -27 -26 -12 -15
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 28 -13 13 20 15 16 17 24 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0010829645451308381 -0.00086549990777476697 -0.00016293504349816309 -0.00075573973626191164 0.0009464108348775284 -0.00075502460478331758 -0.0010286246812457403 -0.00092919453476333056 -0.0011668786901377409 0.0004528846202358815 -0.00087387735040728794 -0.0012442742334052082 0.00071661477256908864 -0.00065270757616815191 0.0011649480362864984 0.001043881444540239 -0.00078464125594130752 -0.00027742309957172321 -0.00067083016964773637 -0.00058457497635398348 0.00064063558429305857 0.00070570106607883683 -0.00084609333855836777 0.00088933493915629037 -4.705204098743891e-05 0.0012028937590274609 0.00031104332024754723 -0.0008348550927235012 4.7850836152298114e-05 -8.4438624661500213e-05 0.00024597637724585496
leaf_weight=0.0012343073178844302 0.0016900965417884209 0.0017993804624936117 0.0010792343421996966 0.0021048272091226386 0.002269430559391771 0.0011482160332505478 0.0016237617768186654 0.0014056279495768811 0.0035720331365496341 0.001035257159401227 0.0011197474314283964 0.0034951638291573772 0.0017088637297744064 0.0017635838905718515 0.0011692227589650229 0.0011519224647003048 0.0012074008115945355 0.0016966830583431394 0.0010472283084936871 0.0070538733897835895 0.0010717144683098923 0.0018881596482644989 0.0010804225097444942 0.0053222973830617908 0.0010235765161752397 0.0013332422366829633 0.0014950471797021692 0.001478698412526569 0.0010114519161077418 0.0015788953623618873
leaf_count=275 305 72 30 162 284 59 761 105 44 20 126 54 133 39 60 18 19 42 31 368 18 348 8 129 29 16 41 40 111 163
internal_value=0 -8.30364e-06 1.81647e-05 0.000201241 -0.000103394 -5.51049e-05 -1.71826e-05 -0.000112398 -4.73208e-05 -0.000140361 -6.75023e-05 0.000417695 1.88982e-05 8.30203e-05 0.000121769 0.00017253 0.000114272 0.000177659 0.000383716 0.00050646 0.000181978 -0.000284218 0.000323573 0.000110958 -9.52901e-05 8.79005e-05 -0.000294684 0.000520331 -0.000693825 0.000730851
internal_weight=0 0.0564251 0.054735 0.021841 0.032894 0.0306246 0.0294764 0.0241818 0.0227762 0.0192042 0.0175804 0.00529454 0.0154492 0.0144139 0.0197361 0.0186569 0.0174877 0.0163357 0.0093085 0.00826127 0.0127051 0.00295987 0.0097452 0.00640272 0.00702725 0.00533056 0.00282829 0.00250227 0.0021312 0.00334248
internal_count=3910 3635 3330 856 2474 2190 2131 2005 1900 1856 1095 126 858 838 694 664 604 586 418 387 705 366 339 137 168 126 57 69 237 202
is_linear=0
shrinkage=0.00126831


Tree=1003
num_leaves=25
num_cat=0
split_feature=1213 475 160 38 124 151 448 484 1374 4 13 0 15 12 16 0 0 12 12 51 15 13 0 15
split_gain=0.000209111 0.000240199 0.000247279 0.000260183 0.000373812 0.000265195 0.000314409 0.000371969 0.000330537 0.000326705 0.00030361 0.000397093 0.000348285 0.000669392 0.000337143 0.000312471 0.000205296 0.000445755 0.000163462 0.000142609 0.000295869 0.000128725 0.000112848 0.000110764
threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.23073999999999997 1.0000000180025095e-35 -0.048219999999999992 -0.090394999999999989 -0.037059999999999989 -1.0000000180025095e-35 -0.094679999999999986 -0.51381999999999983 -0.074599999999999986 -0.084304999999999977 1.0000000180025095e-35 0.086865000000000012 -0.15168999999999996 -0.07773999999999999 -0.053834999999999994 1.0000000180025095e-35 0.092365000000000017 0.08482000000000002 -0.064869999999999983 -0.091849999999999987 -0.089539999999999995 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 22 -6 -7 -8 -9 -10 11 14 16 -14 18 -15 19 -18 -11 20 23 -13 -4 -12
right_child=1 2 3 -5 5 6 7 8 9 10 12 21 13 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0017873860418032026 -0.0017664098097843527 -0.0014915962071613252 0.00097405147701499822 -0.0016817971120433942 -0.001356193660929932 0.0024469278808902247 -0.0018465896414296544 -0.0018336017492277265 -0.0017574639677834605 0.0023358452273533883 0.00073276780785454037 0.0029654313720578118 -0.0033028962941394385 -0.00097630483447193198 -0.0011929717158522398 0.0020521890039893469 0.0013027805087474599 -0.0022184865929980157 0.00014463883515859928 0.0021304537640880672 0.002263164914134975 0.0012204834896346146 0.0028473132724957887 -0.00090213188599190942
leaf_weight=0.0010549617959079985 0.0011526032103341124 0.0014851603951324668 0.0010419249316468981 0.0011487419267122148 0.0017882873549548419 0.001027376532343415 0.0014151783319811808 0.0011229754194665978 0.0010598902875669147 0.001205210539187096 0.0013326818453819247 0.0019038749134023814 0.0012369248076899977 0.0012246598090101535 0.0014234868603825723 0.0010218795793774937 0.0012344196214928663 0.0011221962623846338 0.0010344657271303959 0.0014704166057570855 0.0012754747174827941 0.0010853234616753299 0.0010615652312544457 0.0013784147174915606
leaf_count=592 280 357 109 84 172 96 435 34 29 72 108 74 96 250 174 186 82 126 35 34 90 153 132 110
internal_value=0 4.40245e-05 0.000115732 0.000202174 0.000283945 0.000142739 0.000261478 0.000157276 0.000298136 0.000424069 0.000552885 0.00123822 0.000149323 -0.000914029 0.000345775 0.000401261 0.000623387 -0.000374011 0.00132377 0.00105412 0.000657117 0.00233187 0.00191943 -9.84714e-05
internal_weight=0 0.0302531 0.0291005 0.0276154 0.0264666 0.0243631 0.0225749 0.0215475 0.0201323 0.0190093 0.0179494 0.00665236 0.0112971 0.00348346 0.00366316 0.00224654 0.0078136 0.00235662 0.00223968 0.00545699 0.00398657 0.0029892 0.00210349 0.0027111
internal_count=3910 3318 3038 2681 2597 2356 2184 2088 1653 1619 1590 508 1082 532 281 436 550 208 107 342 308 227 241 218
is_linear=0
shrinkage=0.00404364


Tree=1004
num_leaves=31
num_cat=0
split_feature=31 1338 1348 14 52 133 3 484 375 39 52 403 50 1374 2 15 159 1374 0 0 1 457 2 40 2 15 403 0 0 16
split_gain=0.00108968 0.000993305 0.00110518 0.00129782 0.00100211 0.00108424 0.000922892 0.00101261 0.00102948 0.000877207 0.000772609 0.000844982 0.000733654 0.000674845 0.000683813 0.00100715 0.00114864 0.0008964 0.001135 0.00164541 0.00110442 0.000890289 0.000821253 0.00118805 0.00089608 0.000888184 0.000772742 0.00110641 0.00103463 0.00095041
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093200000000000019 0.077685000000000018 -0.51745999999999992 -0.26719999999999994 0.24227500000000002 -0.0043499999999999988 0.087245000000000017 0.13419 0.18936500000000003 0.088015000000000024 0.093370000000000022 0.086000000000000007 0.099015000000000006 -0.11739999999999999 0.09141500000000001 -0.094679999999999986 -0.10575999999999998 -0.089879999999999974 0.076710000000000014 0.084715000000000013 0.11203000000000002 -1.0000000180025095e-35 0.11542500000000001 -0.16430499999999995 0.03138500000000001 -0.069794999999999982 -0.053834999999999994 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -13 14 15 -9 17 -17 20 -20 -19 26 -16 -24 -25 -26 27 -21 -29 -30
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12 12 -14 -15 22 16 -18 18 19 21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.0012027203862288673 -0.0012168820905709347 -0.0014572747760647202 0.0014571918224109571 -0.0011934076396239762 -0.0012756721250854039 -0.0007369831658764355 0.00080525626501614343 -0.00087360581191188761 -0.001367358903513311 0.0011489350601983721 -0.00058804492475268537 -0.0012246721961689231 0.00032658337097399574 -0.00084984947297531773 0.00080297163190952794 -0.00094559328951065102 -0.001087292537682449 -0.00026988884606077838 -0.00092922754417644926 -0.00072283171134880089 0.0010129255297628402 0.0012984272611636816 0.0012935632381360393 -0.00089727574838388015 0.0013450091981142861 -0.00018034311603255272 0.0010427145677576401 0.0012512970668269992 0.00095443352854309522 -0.00064779604332730622
leaf_weight=0.0014950871283940783 0.0014482324698397156 0.0010550881149242733 0.001040482637263195 0.0020627340072181246 0.0013630711064991355 0.0037393252156345804 0.0031556716167067114 0.0023284247569711472 0.0010698601331178273 0.0015697424491207803 0.0038072178847383667 0.001832224751497912 0.00100045530556514 0.0014034127952520228 0.0067944131398203211 0.0013557974856723823 0.0015532461191825045 0.001854131043387483 0.0029978661818095146 0.0032466897309673002 0.0061475415891436569 0.0015771199075587114 0.0014583882519181302 0.0022712232357005036 0.0011265129186881495 0.0028860286054186446 0.0016265599373710424 0.0018094512528321616 0.001188367959891007 0.0023197186931440683
leaf_count=113 270 23 27 123 217 520 156 112 28 40 317 187 39 66 174 49 93 28 106 707 61 20 78 44 52 101 44 56 31 28
internal_value=0 -5.48422e-05 -3.24342e-05 -5.62816e-05 -1.90091e-05 9.20707e-06 3.83388e-05 -4.14683e-06 4.73392e-05 7.63593e-05 4.30752e-05 9.4442e-05 -0.000676795 0.000144156 0.000176947 4.38701e-05 0.00012707 0.00020526 0.000273793 3.43347e-05 0.000715674 0.000279801 0.000433322 0.000108923 -0.000166018 0.000247896 0.00012216 -5.26767e-05 0.000356495 -0.000105039
internal_weight=0 0.067089 0.0660339 0.0649934 0.0629307 0.0614825 0.0601194 0.0569637 0.0532244 0.0521545 0.0505848 0.0467776 0.00283268 0.0439449 0.0425415 0.0280049 0.0256765 0.0241232 0.0227674 0.0147658 0.00800167 0.0117679 0.0145366 0.00774215 0.00628376 0.00401254 0.0101908 0.00856423 0.00531754 0.00350809
internal_count=3910 3797 3774 3747 3624 3354 3137 2981 2461 2433 2393 2076 226 1850 1784 1335 1223 1130 1081 992 89 886 449 275 197 153 866 822 115 59
is_linear=0
shrinkage=0.00145689


Tree=1005
num_leaves=31
num_cat=0
split_feature=52 160 158 31 1 0 43 48 51 51 148 38 2 3 47 42 124 1213 49 4 3 49 0 160 11 132 16 12 13 3
split_gain=0.00131077 0.000982914 0.000996564 0.00123592 0.00114183 0.00093989 0.00126601 0.000645077 0.00111552 0.000991368 0.000902112 0.000671496 0.000918799 0.000643355 0.00130738 0.000766517 0.000851732 0.000874825 0.000967346 0.00110963 0.00158157 0.000617587 0.000760687 0.00088754 0.000581852 0.000522945 0.000522311 0.000748187 0.000641028 0.000658786
threshold=-0.51745999999999992 -0.40446999999999994 0.11034000000000001 -1.0000000180025095e-35 0.10113500000000002 -0.017269999999999997 -0.27619499999999997 0.12675000000000003 0.13605000000000003 0.12900500000000004 -0.079234999999999986 0.10657000000000001 0.11290500000000002 -0.115685 1.0000000180025095e-35 -0.09602999999999999 -0.073304999999999995 -1.0000000180025095e-35 -0.085974999999999982 -0.51381999999999983 0.10223 -0.081419999999999979 -0.230625 0.085220000000000004 0.081005000000000008 0.079995000000000011 -0.013024999999999998 0.088375000000000023 -0.075169999999999987 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 6 -6 8 10 -9 -8 12 -12 24 15 -15 -17 -18 -19 -20 21 -21 -23 26 25 -5 27 -24 -28 -30
right_child=1 2 -4 4 5 -7 7 9 -10 -11 11 -13 -14 14 -16 16 17 18 19 20 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0013231260188336204 -0.00099850305048879932 0.0014288227904486555 -0.001303514115530906 0.00017845787773822428 -0.0012462409269255591 0.0010552242949606364 -0.00085814519572591946 -0.00097459893963419404 -0.00094586983370556954 0.00042491135943035135 0.00038092730141569875 -0.000513967899841848 0.0011604997218250977 -0.0012465335951238883 -0.0012154371897989259 0.00076684656256416892 -0.001428375388851456 -0.00093041752587551924 -0.0014287871739863194 0.00080417721634297337 0.0010126321812901971 0.0006138615039935003 0.00035817743712825476 -0.0014234048367078617 -0.00070786364061829819 0.0011613915840577391 -0.0013802827868084008 -0.0007041515281535583 0.00067152324203795949 -0.00090145567029736732
leaf_weight=0.0015714764249898918 0.0019645104404244487 0.001300629150335463 0.0011281064768500207 0.0048023575735704994 0.0012392637722058444 0.0026564632992807083 0.0010067584693160816 0.0020551027110400346 0.0012513512971263898 0.0020754427623614902 0.010058137034922865 0.0011498351734076087 0.004448458093612829 0.001226395948427105 0.0025525912840858025 0.0021617056570590867 0.001076149266877823 0.0025743509003142142 0.0010440648815723706 0.0013734586957525599 0.003106587369359203 0.0019900421972351883 0.0045858452759888124 0.0013658757255790013 0.0011338210829165973 0.0014339527615447878 0.0014193544044009965 0.0019183044846782238 0.0010445499085633969 0.0011317035240807983
leaf_count=275 305 110 151 103 18 117 24 43 27 39 206 24 227 155 196 67 419 83 12 15 29 24 261 104 47 33 235 419 86 56
internal_value=0 -3.27219e-06 2.71293e-05 5.08876e-05 2.19263e-05 0.000250302 0.00015847 0.000237436 0.000354757 -0.000271398 0.00045243 0.000536704 0.000619984 -0.000142906 -0.000239964 -0.000144263 -8.97365e-05 -0.00017156 -0.00010881 2.63027e-06 8.59552e-05 -0.000108176 -0.000201303 -0.000342788 0.000233348 0.00040447 -0.000196647 4.48589e-05 -0.000633509 -0.000146463
internal_weight=0 0.0662752 0.0643107 0.0631826 0.0618819 0.0259408 0.0232843 0.0220451 0.0179145 0.00413055 0.0166632 0.0156564 0.0145066 0.0359411 0.028571 0.0260184 0.024792 0.0226303 0.0215541 0.0189798 0.0179357 0.0148291 0.0134557 0.0114656 0.00737013 0.00623631 0.0100998 0.00650415 0.00359561 0.00217625
internal_count=3910 3635 3330 3179 3069 725 608 590 508 82 481 457 433 2344 2161 1965 1810 1743 1324 1241 1229 1200 1185 1161 183 136 1057 680 377 142
is_linear=0
shrinkage=0.00142833


Tree=1006
num_leaves=23
num_cat=0
split_feature=1 0 47 43 42 52 42 393 2 43 52 160 48 15 47 43 16 2 2 0 2 1
split_gain=0.000211676 0.000363881 0.000263828 0.000250173 0.000576269 0.0002938 0.000325453 0.000339692 0.000302598 0.000230598 0.000538398 0.000230124 0.00028844 0.000284804 0.000594926 0.000543206 0.000225103 0.000211753 0.000175393 0.000230259 0.000475014 8.36095e-05
threshold=0.10113500000000002 -0.017269999999999997 0.13177500000000003 -0.15426499999999996 0.091955000000000023 0.11401500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.097940000000000013 -0.083899999999999988 -0.087094999999999992 -0.079684999999999992 0.12675000000000003 1.0000000180025095e-35 0.084155000000000021 -0.074254999999999988 0.20277000000000003 0.10457000000000001 0.090545000000000014 -0.099864999999999995 0.083945000000000006 0.11235500000000002
decision_type=2 2 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 16 5 6 7 -5 9 -8 -11 -2 13 14 21 -16 -1 -10 19 20 -12 -13
right_child=1 -3 -4 4 -6 -7 8 -9 17 10 18 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-1.1521152985938561e-05 -0.0010420105439910613 0.0026805772554412363 -0.0014670942914288112 -0.0033275264877495043 -0.003320139448644462 -0.0025107322337828246 0.0014385567027590564 0.00016451310453850871 0.0027792178000308307 -0.0032146056033430237 0.0019686201913023012 0.0041311795977296345 -0.001312066566972601 -0.00056840347604443259 0.0023358061653468969 -0.0012602333250851356 0.0025491026225817896 0.00039283504994618376 0.0010851765936154534 -0.0019127058787166032 -0.0017106125336749085 0.0024122219787891261
leaf_weight=0.0019156694866444548 0.0016526340044014107 0.0012315440086521088 0.0016076998035714505 0.0011281989732233053 0.0012993646487265411 0.0010500126661404105 0.0013402877068782191 0.0010127119646925475 0.0012326676137521817 0.0012013462032857145 0.00143436650273543 0.0011560852081409223 0.0011198236045970589 0.0015583461868891035 0.0014706004154909635 0.0017773804474150445 0.0010015886558827347 0.0016876150049167649 0.0019225870003198864 0.0014614763911156544 0.0012652690454133531 0.0010206933752412439
leaf_count=211 126 230 62 590 548 288 263 122 59 160 29 115 42 74 73 69 30 76 80 404 63 196
internal_value=0 0.000420709 0.000175785 -0.000311371 -0.000525854 -0.000279473 -0.000108294 -0.00167569 0.00018235 -0.000229958 -0.000536928 0.000446529 0.000750124 0.00108082 0.00155459 0.000367959 0.000867623 0.00140014 -8.16778e-06 -0.000513333 0.000244232 0.00332516
internal_weight=0 0.0125948 0.0113633 0.0189532 0.0160359 0.0147365 0.0136865 0.00214091 0.0115456 0.00862533 0.00728505 0.00975556 0.00810293 0.00698311 0.00542476 0.00324798 0.00291726 0.00292028 0.0060837 0.00416111 0.00269964 0.00217678
internal_count=3910 987 757 2923 2682 2134 1846 712 1134 999 736 695 569 527 453 142 241 135 576 496 92 311
is_linear=0
shrinkage=0.00437696


Tree=1007
num_leaves=31
num_cat=0
split_feature=31 3 52 375 39 47 376 4 453 1 51 483 150 158 50 148 15 151 457 47 52 3 133 2 150 4 15 42 2 50
split_gain=0.00097839 0.000823283 0.000731847 0.0006299 0.000738781 0.000643096 0.00124045 0.00074939 0.000656819 0.000701873 0.000745907 0.000643335 0.000685104 0.000803946 0.000785009 0.000739903 0.000729945 0.00103881 0.000888187 0.000681975 0.00117842 0.00120535 0.00078086 0.000830493 0.000948159 0.000998328 0.000844245 0.00066598 0.000634444 0.000604899
threshold=-1.0000000180025095e-35 0.31335500000000011 -0.51745999999999992 0.088065000000000018 0.13419 0.13177500000000003 0.088415000000000007 0.22584000000000001 1.0000000180025095e-35 0.085835000000000009 0.11024000000000002 0.083960000000000021 -0.20684999999999998 0.085745000000000002 0.10119500000000002 1.0000000180025095e-35 -0.095799999999999982 -0.051109999999999996 0.088055000000000008 0.085165000000000018 0.11401500000000002 0.11476000000000001 0.095090000000000022 0.10910500000000002 0.086645000000000014 -0.44477499999999992 0.079360000000000014 0.081685000000000021 0.086915000000000006 0.12454000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 9 -9 -11 12 -4 14 15 16 17 -14 19 20 21 22 23 24 25 -18 28 -28 -27 -7
right_child=1 -3 3 -5 -6 29 -8 8 -10 10 -12 -13 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010008664854171711 -0.0011547616481082444 0.00057653776009647438 0.00064921771063750923 -0.0012427302160365966 0.00064847639074397064 -0.0012938778045101433 0.0011627719164534523 -0.00083341082820852686 -0.00092954001569734443 0.00040795385599701639 -0.00075365204125796769 -0.001137984700639128 0.0002999961678030042 -0.0010516371214297775 -0.0012937300976434687 -0.0012939069516788781 -0.0012370782754175193 -0.001170097936513315 0.00052599600272642925 0.00062188435294076435 -0.0012938178324751592 0.0010173698299775125 -0.0010151028697549208 0.00065245124866726459 -0.0012800883069125637 -0.0002173025625504305 -0.00088088621364609267 6.1702454808795225e-05 0.00056785413046123254 -5.2479237194203376e-05
leaf_weight=0.0010437687033890688 0.0015944265219998135 0.0018931133320574381 0.0011896972065414948 0.0010827870560774491 0.0015018264449722088 0.0018960765425539696 0.0010371578365582215 0.0010976493537100404 0.0010653658991941492 0.0075294018056828449 0.0010547688034421299 0.0016678838763675144 0.0011376133060760907 0.0025289569432569428 0.0012646137528873327 0.0011048802712467767 0.0013334475180499629 0.0027468485363053565 0.0029822621671797825 0.0014939250932783912 0.001768949152502807 0.0012898138093078151 0.0021192703016739136 0.0017849162027481205 0.0014373757631727111 0.0030077431851563037 0.0028085860493090031 0.0022671543539320993 0.0040304537957140951 0.0010051784861815349
leaf_count=113 275 136 18 27 46 50 35 73 18 267 11 288 42 270 294 26 53 173 84 35 213 20 291 82 96 116 409 210 119 20
internal_value=0 -0.000262722 -0.00029068 -0.000265737 -0.000246202 -0.000271722 -0.000237195 -0.000267003 3.4579e-05 0.000140668 0.000265223 -0.000352376 -0.000316276 -0.000348995 -0.00029445 -0.000254093 -0.000216062 -0.000739562 -0.000138812 -0.000223751 -0.000281575 -0.000192396 -0.000275443 -0.000181408 -0.000281401 -0.000174652 -5.77051e-05 -0.000459865 0.000232321 -0.000863779
internal_weight=0 0.0587221 0.056829 0.0552346 0.0541518 0.05265 0.0497487 0.0487116 0.0107472 0.00968182 0.00858417 0.0379644 0.0362965 0.0351068 0.0325779 0.0313132 0.0302084 0.00388446 0.0263239 0.0233416 0.0218477 0.0200788 0.0187889 0.0166697 0.0148848 0.0134474 0.0121139 0.00507574 0.0070382 0.00290126
internal_count=3910 3797 3661 3386 3359 3313 3243 3208 369 351 278 2839 2551 2533 2263 1969 1943 215 1728 1644 1609 1396 1376 1085 1003 907 854 619 235 70
is_linear=0
shrinkage=0.00129368


Tree=1008
num_leaves=31
num_cat=0
split_feature=31 52 151 1 38 12 11 3 47 0 47 52 4 50 42 2 42 43 131 49 42 3 12 52 1374 15 2 48 160 160
split_gain=0.00135614 0.000898733 0.000889133 0.00107153 0.000846778 0.00107529 0.000772283 0.0008014 0.00141446 0.000760501 0.000961712 0.0008368 0.00083418 0.00087896 0.000752657 0.00070803 0.000670582 0.000832177 0.001115 0.000707528 0.00101675 0.000672604 0.000886749 0.000964951 0.000782583 0.000643893 0.000718752 0.000577457 0.000635919 0.000465602
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.52174999999999983 0.10113500000000002 0.11408000000000001 -0.083349999999999994 0.08184000000000001 -0.115685 1.0000000180025095e-35 -0.017269999999999997 0.13177500000000003 0.14114500000000005 -0.065054999999999988 0.11515000000000002 -0.09602999999999999 0.13215000000000002 0.092635000000000009 -0.17307499999999998 1.0000000180025095e-35 -0.085974999999999982 0.084545000000000023 0.10223 0.088375000000000023 -0.092854999999999979 -0.094679999999999986 -0.029114999999999999 0.088405000000000025 0.11930500000000001 -0.079234999999999986 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 14 10 12 -12 -7 15 -9 27 17 -16 19 20 -19 22 23 -21 -25 -4 -27 28 -14 -26
right_child=1 2 3 4 -6 9 -8 8 -10 -11 11 -13 13 -15 16 -17 -18 18 -20 21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.0011826815275025986 -0.0011644841535437937 -0.0013115396350932675 0.0011949016498505969 0.0011699648378751949 -0.00099544635802826728 -0.00095127808043967105 -0.0011547849507177698 -0.001154975212616103 -0.001178475371607958 0.00096671500871796747 -0.0012930428100382126 0.0001595271325822913 -0.00027543501465833036 -0.00087163940296114894 0.0009550427666111755 0.0013215765725695531 -0.00082252670817627898 -0.0013672030783075304 -0.0013233972958902132 -0.0010777332182771667 0.00038458180232790284 0.00061744319711314825 -0.00086765540368143946 -0.00089050429123203444 0.00041782532978943727 -0.00055808403091599495 0.00042860138434405162 -0.00040040558079400973 0.00058569658193874212 -0.00055404920879932606
leaf_weight=0.001708351141371355 0.0013509104406930197 0.0010092293329515547 0.0012250688807444732 0.0022510863372859893 0.0010443146949228313 0.0010689677236896912 0.0013985962240514729 0.0012740665614783256 0.0026269694345268926 0.0020459537291781541 0.0016278093850701216 0.0013821658888559796 0.0019989339535229087 0.0011086117611860411 0.0015731763011093127 0.0014076652668544307 0.002081391735440973 0.0015761083643823772 0.0012775942272931209 0.0012016872251181471 0.0010342327620556091 0.003664093788280808 0.002092854827767888 0.0010991378694598106 0.0097731600499426745 0.0020621681917418712 0.0042783332633486992 0.001908620621236424 0.0084432162876080241 0.0010266677586097126
leaf_count=113 275 65 36 172 18 29 66 187 217 90 32 16 50 54 50 108 464 45 250 101 37 41 405 28 582 77 60 20 180 42
internal_value=0 -5.62487e-05 -3.30597e-05 -1.27571e-05 0.000213904 0.00026824 -0.000152957 -0.000115955 -0.000215751 0.000171543 8.56736e-05 -0.00062603 0.000220099 0.000304323 -0.000124365 0.000399079 -7.46274e-05 -1.06161e-05 -7.74051e-05 -3.25397e-06 -0.000673135 8.94736e-05 -3.78525e-05 9.47101e-05 0.000213116 0.000283742 0.000107694 0.000293938 0.000420851 0.000325436
internal_weight=0 0.0659128 0.0645619 0.0635527 0.0242873 0.023243 0.0392653 0.0378667 0.0303011 0.0209919 0.018946 0.00300998 0.015936 0.014867 0.0276742 0.0137584 0.0264001 0.0243187 0.0227455 0.0214679 0.00261034 0.0188576 0.0151935 0.0131007 0.011899 0.00756557 0.0063405 0.0123508 0.0104422 0.0107998
internal_count=3910 3797 3522 3457 769 751 2688 2622 2449 579 489 48 441 412 2232 358 2045 1581 1531 1281 82 1199 1158 753 652 173 137 250 230 624
is_linear=0
shrinkage=0.00137286


Tree=1009
num_leaves=31
num_cat=0
split_feature=31 52 151 1 1447 11 3 47 42 124 49 3 2 2 49 42 50 2 150 52 0 16 16 48 38 124 42 51 0 42
split_gain=0.00133719 0.000955475 0.000930513 0.00121567 0.00087118 0.00072227 0.00108494 0.00136923 0.000842375 0.000817033 0.00093754 0.000987378 0.000736887 0.000778509 0.000726576 0.000883323 0.000710731 0.00091333 0.000677187 0.000664456 0.000654514 0.000628567 0.00060774 0.000719263 0.000618439 0.000812582 0.000600907 0.000586845 0.000571345 0.000576339
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.52174999999999983 0.10113500000000002 -1.0000000180025095e-35 0.08184000000000001 -0.115685 1.0000000180025095e-35 -0.09602999999999999 -0.073304999999999995 -0.085974999999999982 0.084925000000000014 0.083795000000000022 0.089785000000000018 -0.078209999999999988 -0.089024999999999979 0.14390500000000003 0.14472000000000004 0.083295000000000022 -0.090304999999999983 -0.077944999999999987 0.23932500000000004 -0.53943499999999989 -0.086624999999999994 0.087760000000000019 -0.048219999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.017269999999999997 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 8 -8 -10 19 14 -13 -14 -12 -16 17 22 20 -11 -4 -15 -6 -24 25 -25 -17 -28 29 -27
right_child=1 2 3 4 16 -7 7 -9 9 10 11 12 13 21 15 26 -18 -19 -20 -21 -22 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.0010390475167745058 -0.0010228384927955883 -0.0011404792930138747 -0.00060024845836970727 -0.00067134609436782179 0.0010041566195094893 -0.00099066830636421795 -0.0010040100594392669 -0.0010315257397175246 0.00057187137142967917 -8.1250287734171097e-06 0.00064798920127804194 0.0011303478806229973 -0.00060877712690887589 0.00053962736568737924 0.00046019330801166469 -0.0011952192305942667 -0.00066024474463962745 0.0011541203864986764 0.0011953063164037582 -0.0011952888781037044 0.00032810953266554843 -0.00024929112030901542 -0.00079281219455600146 0.0011952674732634404 -0.00067639837154797602 -0.00059787174199529673 -0.0011952069155862757 -0.00025765545179598601 0.0008841151855597132 0.00021298891325188265
leaf_weight=0.0016371321681956088 0.0014236180752904551 0.0010669482899938734 0.0013444004695521983 0.0015585026357456391 0.0013538652574389643 0.0013838383432718251 0.0015136752691153879 0.0026651918674910338 0.0024403489251412216 0.0010319171154833384 0.0010777570372226828 0.0011255521790758402 0.0017494779083655487 0.0045134208314401292 0.0015466470050329315 0.0015471156653101845 0.0011596176765920055 0.0016530924794597715 0.0010116363621577307 0.0019385383667955827 0.0056171612397264425 0.0021202454489142042 0.0010362621296167154 0.0012947264033513753 0.0010121886812157746 0.0013891355965824888 0.0011011924851083163 0.0071170082369065293 0.0016121577435637231 0.012691861178117488
leaf_count=113 275 65 86 47 62 66 187 217 70 18 26 8 51 49 113 435 25 141 16 75 71 21 14 88 20 13 231 948 64 295
internal_value=0 -5.40016e-05 -3.3315e-05 -1.53093e-05 0.00019364 -0.00014198 -0.000112218 -0.000211939 -0.000136154 -8.80509e-05 -0.000152808 -6.73414e-05 0.000222347 0.000100435 -0.000289668 -0.000379004 0.00025174 0.000299716 0.000281604 -0.000782876 0.000148827 0.000287474 0.000230447 0.000175421 0.000231162 0.000285237 -0.000511917 -0.000383282 0.000210157 0.000132995
internal_weight=0 0.0680971 0.0666735 0.0656065 0.0247614 0.0408451 0.0394613 0.0314881 0.0288229 0.0273092 0.0248689 0.0218984 0.0095087 0.00838314 0.0123897 0.011312 0.0232029 0.0220433 0.0079732 0.00297046 0.00696156 0.00663367 0.0203902 0.0190363 0.0180001 0.0169879 0.00976532 0.0082182 0.0156932 0.014081
internal_count=3910 3797 3522 3457 769 2688 2622 2449 2232 2045 1975 1882 129 121 1753 1727 722 697 173 93 157 70 556 494 480 460 1614 1179 372 308
is_linear=0
shrinkage=0.00119516


Tree=1010
num_leaves=31
num_cat=0
split_feature=31 52 133 1 13 3 40 14 0 457 49 484 14 47 52 52 4 0 0 15 47 474 42 16 0 1 4 0 2 15
split_gain=0.00127336 0.000954183 0.000901363 0.000908911 0.000859554 0.000751838 0.00107213 0.000928334 0.000747589 0.000741273 0.00135617 0.00116197 0.000936698 0.00070774 0.000704533 0.00114428 0.00124943 0.00127422 0.00147478 0.00133946 0.00130624 0.00103183 0.00100345 0.000892443 0.000825334 0.000640041 0.000637957 0.00107896 0.000587583 0.000562854
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.11368000000000002 -0.077154999999999987 -0.10315499999999998 0.053870000000000008 -0.074139999999999984 -0.15291499999999997 0.088055000000000008 -0.047309999999999998 -0.0043499999999999988 0.077685000000000018 0.13177500000000003 0.11401500000000002 0.11110500000000002 -0.49837999999999999 -0.072559999999999986 -0.11524 0.083185000000000023 0.08593000000000002 0.084835000000000008 1.0000000180025095e-35 -0.50909499999999996 -0.089879999999999974 0.12381000000000002 -1.0000000180025095e-35 -0.23129999999999998 0.091025000000000009 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 -5 11 -11 -4 14 25 15 16 -13 18 19 21 23 22 26 -20 -25 -9 28 -28 -18 -16
right_child=1 2 3 4 5 6 -8 13 -10 10 -12 12 -14 -15 29 -17 17 -19 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012429891337950904 -0.0011680871778059728 -0.0012278134264438751 -0.0011984236307893915 -0.00012299549346150314 0.00084711801748256401 0.00064726786713618369 0.0011518732845236534 -0.001180364476576508 0.0012728834696360714 0.00093280915319366895 -0.00051466771303662737 -0.00097148001544551351 -0.0013355237219761533 -0.0014004900751155343 -0.00016014456601536441 0.0013209234645211094 -0.00020267060580244657 0.00046023804027999437 0.00087148152263050865 -0.0012772149616086866 -0.0013996277322841754 0.0014006044099894375 0.00097940633751856555 -0.0012720805446644471 -0.00020857662477409469 0.00016782516098072257 0.00042094768071949257 -0.0011101860083305298 0.0010387971766637253 -0.0011776331009639698
leaf_weight=0.001461435005686961 0.0015393126934513104 0.0012544530660054667 0.0020684556839529735 0.0010534700044004808 0.0019455068149909502 0.0013960993911403827 0.0010839998198264311 0.00101658450942743 0.0026321233298665101 0.0033073430992738295 0.0020596799662966339 0.0027870240372820298 0.0012152109201615238 0.0016283737081863592 0.0023330326362920317 0.0011967380547717168 0.0015935204078232363 0.0088339886974751064 0.0011889523498211868 0.0010920717005831184 0.0024927289645557673 0.0015665984196857616 0.0022474016759872484 0.0017845352886935945 0.0072203496067728854 0.0021526060895427079 0.0015218376711345627 0.0022174338118503469 0.0014082018882284331 0.0019631389009939762
leaf_count=113 275 229 476 43 52 35 13 57 166 69 75 56 73 35 149 18 23 269 18 22 104 18 38 154 891 81 16 55 52 235
internal_value=0 -7.85576e-05 -5.24591e-05 -2.90581e-05 0.000302273 7.38525e-05 -0.000132861 -0.000357712 0.000873893 -0.000114432 0.000377317 -0.000173434 -0.000123738 -0.000650163 -8.82096e-05 -2.61253e-05 -7.09614e-05 4.7078e-06 -0.000160666 0.000199125 -0.000490977 0.000351874 0.00016909 -0.000268782 -0.000419336 -0.000264635 -0.000101064 -0.000487033 0.000379741 -0.000625087
internal_weight=0 0.0658008 0.0642615 0.063007 0.0129088 0.00922317 0.00727766 0.00619366 0.00368559 0.0500982 0.00536702 0.0447312 0.0426628 0.00479756 0.0414476 0.0371514 0.0359546 0.0331676 0.0243336 0.0116471 0.0126866 0.010555 0.0089884 0.0101938 0.00900488 0.00316919 0.00674099 0.00373927 0.00300172 0.00429617
internal_count=3910 3797 3522 3293 482 273 221 208 209 2811 144 2667 2191 173 2118 1734 1716 1660 1391 224 1167 202 184 1063 1045 138 146 71 75 384
is_linear=0
shrinkage=0.00140032


Tree=1011
num_leaves=24
num_cat=0
split_feature=3 39 47 50 158 1 52 133 42 376 3 160 15 12 51 3 13 15 52 4 2 48 15
split_gain=0.000232203 0.000329565 0.000359127 0.000290367 0.000371427 0.000465992 0.000296934 0.000373863 0.000279536 0.000499272 0.000431216 0.000273318 0.000347361 0.000393544 0.00034014 0.000364731 0.000385023 0.00027763 0.000292128 0.000331533 0.000217655 0.000322901 0.000188949
threshold=0.31335500000000011 0.13419 0.13177500000000003 0.10625000000000001 0.084965000000000027 0.12730000000000002 -0.16207999999999997 0.10681500000000001 -0.090359999999999982 0.048375000000000008 -0.15464999999999998 -0.098319999999999991 -0.095799999999999982 0.098845000000000016 -0.082979999999999984 0.099570000000000006 0.0015650000000000002 -0.089594999999999994 0.084240000000000023 -0.013199999999999998 0.10066500000000002 0.085575000000000012 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 22 8 -8 10 -10 -12 20 14 -14 16 17 -16 19 -19 21 -13 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 11 12 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00032293982881907615 0.0017753708016502313 0.0020346890464563493 -0.0019800648766056528 -0.001856027915136506 -0.0016581173947462871 0.0021960664145331057 -0.0012446039800183214 -0.0019972073902408474 0.0019934092783800909 0.0026940534978052481 -0.0016813032837884737 -0.00022699141148241456 -0.0010626548851502468 -0.0017188745508847105 0.0019064528306366112 0.0026075227699918716 0.0028079207556814365 0.0014772050447451285 -0.0018958746646909135 -0.00094776338256922815 0.00032935772914385333 -0.0028837023940818719 -0.0024882484175998429
leaf_weight=0.0013311939069799994 0.00100220857127331 0.0010277657073327609 0.0014953979387957164 0.001257783938978351 0.0018001005173690901 0.0014961911121694751 0.001656459157125755 0.0011247707701707568 0.00180040010797321 0.0012717051234472079 0.0012534137150701499 0.0014992805253848289 0.0012590883613907708 0.0010087218596346323 0.0011697186622385758 0.0017514075571938292 0.0010158446291468337 0.0018109978045499553 0.0010872135716276654 0.0014937528370702422 0.001726282420950298 0.0011926135448125652 0.0010440222836387561
leaf_count=266 148 50 72 379 372 134 253 371 78 95 188 59 180 104 67 59 55 182 314 136 79 114 155
internal_value=0 -8.7624e-05 -0.000159032 -6.52939e-05 1.5746e-05 0.000131666 5.57925e-06 0.000143043 0.000257693 0.000386361 0.000223942 2.8117e-05 0.000170816 0.000545044 0.000783222 0.00106226 0.000650806 0.000256808 -0.000182545 0.000381115 -0.000726748 -0.00140402 -0.0012747
internal_weight=0 0.0315741 0.0305464 0.029051 0.0277932 0.0259931 0.0244969 0.0221217 0.0209969 0.0193404 0.0180687 0.0162683 0.0150149 0.0105967 0.00958802 0.00832894 0.00657753 0.00556168 0.00439196 0.00330475 0.00441818 0.00269189 0.00237522
internal_count=3910 3762 3712 3640 3261 2889 2755 2334 1963 1710 1615 1537 1349 1097 993 813 754 699 632 318 252 173 421
is_linear=0
shrinkage=0.00381041


Tree=1012
num_leaves=31
num_cat=0
split_feature=31 151 4 11 50 1348 14 484 3 0 0 16 2 457 1 1375 160 124 474 48 150 47 159 160 3 403 2 3 3 0
split_gain=0.0010888 0.000879957 0.00131155 0.0013581 0.000887513 0.000778767 0.00111368 0.000912714 0.000999293 0.00110685 0.00149288 0.00111792 0.000822029 0.000737057 0.000834326 0.000899538 0.000713818 0.000832441 0.000731479 0.000746816 0.000720011 0.000693711 0.000673652 0.000798131 0.000612431 0.000888124 0.000608233 0.000598516 0.000575558 0.000560308
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.27608500000000008 0.08184000000000001 0.11901000000000002 0.084620000000000015 0.077685000000000018 -0.0043499999999999988 -0.14539499999999997 -0.10575999999999998 -0.089879999999999974 -0.041434999999999993 0.11934000000000002 -0.066264999999999991 0.085110000000000005 -0.43271999999999994 -0.217635 -0.073304999999999995 0.085475000000000009 0.10448500000000001 0.08882000000000001 0.096300000000000011 0.089930000000000024 0.031805000000000007 -0.115685 -1.0000000180025095e-35 0.091525000000000009 0.10223 -0.089974999999999986 -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=-1 -2 3 5 -4 6 7 27 -9 11 26 12 13 -10 -15 -16 -12 -18 19 20 22 -17 23 24 -19 -26 -11 -3 -27 -30
right_child=1 2 4 -5 -6 -7 -8 8 9 10 16 -13 -14 14 15 21 17 18 -20 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0011400465222268852 -0.0012715970790591418 -0.0012542482325252392 0.00065123505042428682 -0.0010446419530171836 -0.00062217844491069361 0.00093033384467402786 -0.0011557818124258447 0.00064480444215760286 -0.00082346374693440753 -0.0013196992652655302 -0.001112062709538641 0.00079741119336006303 -0.0011078295412613995 -0.00056355214036435419 -0.00040863021997468614 0.00096407436773847269 0.00095953005576950067 0.00073323551114990457 -0.0009882553839911021 0.00089184476201715048 -0.001155707485877718 3.2435140303844847e-05 -0.0010650147899870003 0.00073173841831574945 -0.00131959086861914 -0.00089547349840013468 -0.00017586655763420284 -8.5962173801999209e-06 0.00031127598988846012 -0.00033029707498240739
leaf_weight=0.0013804423448275918 0.0010014510652647237 0.0017323120268790673 0.0068855762996307135 0.0025123633031798312 0.0011060750623528293 0.0013694612152548294 0.001616734484510828 0.0038481523484392632 0.0012876616179511311 0.0027174012884716358 0.0011410041789006167 0.0042388793946628233 0.0010455949199013057 0.0018412346087419715 0.0017743840646176085 0.0041998445409170398 0.0013570584076418859 0.0013800562858534574 0.0015206216355192472 0.0013961543066898221 0.0010778003098010904 0.0020813466163644989 0.0010534432442952371 0.0023648181993785036 0.0011097305003229261 0.001327285063100093 0.0011528880382092321 0.0010969304842660677 0.0054327903654840535 0.0042045834290949441
leaf_count=113 65 512 352 157 18 49 77 55 32 226 243 100 16 83 15 53 44 18 145 58 64 24 60 50 597 86 90 31 367 110
internal_value=0 -4.42594e-05 -2.5016e-05 -9.65234e-05 0.00047499 -5.18897e-05 -7.7758e-05 -4.31647e-05 1.56774e-07 -5.66039e-05 -0.000219898 0.000213445 1.10456e-05 0.000115645 0.000237831 0.000421001 -9.41635e-05 -4.19043e-05 -0.00010703 -3.77673e-05 -0.000110071 0.000655365 -4.32771e-05 2.47629e-05 -9.94985e-05 -0.000194677 -0.000978973 -0.000771294 -8.08245e-05 3.13712e-05
internal_weight=0 0.0648736 0.0638722 0.0558805 0.00799165 0.0533682 0.0519987 0.050382 0.0475527 0.0437046 0.0272356 0.0164689 0.0122301 0.0111845 0.00989681 0.00805558 0.0233653 0.0222243 0.0208673 0.0193467 0.0179505 0.00628119 0.0168727 0.0158193 0.0134544 0.0120744 0.00387029 0.00282924 0.0109647 0.00963737
internal_count=3910 3797 3732 3362 370 3205 3156 3079 2536 2481 2158 323 223 207 175 92 1842 1599 1555 1410 1352 77 1288 1228 1178 1160 316 543 563 477
is_linear=0
shrinkage=0.00131955


Tree=1013
num_leaves=24
num_cat=0
split_feature=14 1 157 0 16 12 150 49 151 4 52 14 157 3 0 13 3 48 42 42 16 0 4
split_gain=0.000216071 0.000252678 0.000378676 0.000334234 0.000326851 0.000537225 0.000371298 0.000326089 0.000473869 0.000366928 0.000379805 0.0002935 0.000238516 0.000223635 0.000311643 0.000223419 0.000214193 0.000210626 0.000272997 0.000166764 0.000213159 0.000160524 0.000309573
threshold=0.077685000000000018 1.0000000180025095e-35 -0.073574999999999988 -0.089879999999999974 -0.063614999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11115500000000002 -0.051109999999999996 0.27223000000000003 0.096170000000000019 -1.0000000180025095e-35 -0.082244999999999985 -0.075679999999999983 -0.10462499999999998 -0.10023999999999998 0.096385000000000012 0.086065000000000016 0.084100000000000022 -1.0000000180025095e-35 0.18936500000000003 -0.053834999999999994 0.05309500000000001
decision_type=2 2 2 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 15 6 -6 -4 8 -8 10 13 -7 -3 14 -10 -1 -15 18 19 -5 -21 22 -13
right_child=-2 2 4 17 5 11 7 -9 9 -11 -12 21 -14 16 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00044334789861335573 -0.0017290353459343774 0.00072020866828900276 -0.0013433247139692662 -0.00088198181902149342 0.0011690906881390345 -0.0031226596815207932 0.0029758830765526561 0.0028001633271405543 0.0025255843387068139 0.0018009901050807567 -0.0023587716693168679 -0.0014795230604243237 0.0031614611842722584 -0.0016166010650951208 -0.00035307655539644066 -0.0028394357991839824 0.00055169210023019546 0.0011113586947280488 -0.0016530277624707127 0.0017196928813801931 -0.00043163442469830796 -0.0018516939824122355 0.0011866515286053383
leaf_weight=0.0010810479815374086 0.00109035220704956 0.0015233467480992857 0.0014532694496907075 0.0016091408579301802 0.0019192121904634263 0.0010085433954856171 0.0010429500558322155 0.0010575606791807255 0.0011421912279274693 0.001667910084682922 0.0010700703471311357 0.0013879587561856921 0.0010023477322929067 0.0014035035890103123 0.0011302449005576864 0.0012884602712918128 0.0013503126644991426 0.0017408532995414339 0.0018868541018772778 0.0014526514147456 0.0013351813568078796 0.0013800608247360744 0.0012506066986261999
leaf_count=66 126 140 64 541 167 45 113 52 17 211 63 249 106 69 242 397 45 139 716 106 18 160 58
internal_value=0 3.11153e-05 0.00027849 -0.000463674 8.3431e-05 -0.000580236 0.000490753 0.000760949 0.000516081 0.000185662 -0.00025628 -0.00124807 0.00168904 0.000191333 0.00109382 -0.00174626 -0.000553395 -8.49552e-05 -0.000416379 0.000114299 0.000689354 -0.000777612 -0.00021583
internal_weight=0 0.0311843 0.0207901 0.0103942 0.0182644 0.00694638 0.011318 0.00986474 0.00880718 0.00776423 0.00609632 0.00502717 0.00252569 0.00502625 0.00227244 0.00236951 0.00275382 0.00802468 0.00628383 0.00439697 0.00278783 0.00401863 0.00263857
internal_count=3910 3784 1801 1983 1555 679 876 812 760 647 436 512 246 373 259 463 114 1520 1381 665 124 467 307
is_linear=0
shrinkage=0.00388662


Tree=1014
num_leaves=31
num_cat=0
split_feature=31 52 133 1 0 151 151 160 38 13 3 15 14 3 47 42 159 49 3 151 403 376 49 2 2 0 0 0 42 0
split_gain=0.00120368 0.000726988 0.000763635 0.000762643 0.00090653 0.000718156 0.000913219 0.00073261 0.000873563 0.00147218 0.000775743 0.000671457 0.000591266 0.000531908 0.000891476 0.000821935 0.000654565 0.000702031 0.00100177 0.000980302 0.000784491 0.000909964 0.000769311 0.000629072 0.00111862 0.000564914 0.00094348 0.000687127 0.00104985 0.000458212
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10113500000000002 1.0000000180025095e-35 -0.40391999999999995 -0.093064999999999981 -0.079684999999999992 0.11976000000000002 -0.082709999999999992 -0.14539499999999997 0.035895000000000003 0.077685000000000018 -0.15002999999999997 1.0000000180025095e-35 -0.09602999999999999 0.10519500000000001 -0.085974999999999982 0.099570000000000006 0.087190000000000017 -0.092224999999999988 0.076485000000000011 -0.081419999999999979 0.10836000000000003 0.089070000000000024 0.048265000000000009 -0.070894999999999986 -0.10071499999999999 -0.089024999999999979 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 9 10 -9 -11 13 23 15 -15 17 19 20 -17 -19 22 -22 24 -4 26 27 -24 -29 -30
right_child=1 2 3 4 -6 6 7 8 -10 11 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.00095792303322769562 -0.0010745991322764566 -0.001081490789013018 0.00060381807033159439 -0.0010588951559344069 0.0009913065163401557 0.0010815831889896845 -0.00059228854997462742 -0.00020882351758003153 -0.0010862034064742559 5.1528884477583185e-06 0.001025781880229797 -0.00071181404091168383 -0.0012191484293516868 -0.0010823782549903118 -0.0009239029953518013 -0.0010610831096368309 -0.0011283424182542776 -0.0012191079545785073 0.00052447176258420942 0.00029400224446010003 0.00070451666341807371 0.00089580265369495593 -4.3850951957068141e-05 0.00078755517707611766 -0.00094053491822331285 -0.00096193688653356253 0.00062080799265889488 0.00045338143938314216 -0.00051340053128753156 -0.0012191393344649381
leaf_weight=0.0012238230058587698 0.0015974461263006381 0.0015710502148142949 0.0013050614212488645 0.0011113784385941008 0.0011831716451453636 0.0010034025011904637 0.0038036476374028174 0.0010144185955596186 0.001030823224368759 0.00916194501941359 0.0029728038105361039 0.0024630710553168464 0.0010714198655854537 0.0017966525300203698 0.0036119550473493458 0.0027721215823390813 0.0011609859311771933 0.0010909544011181707 0.0031617102767569341 0.0011114759244517103 0.0012343637741736293 0.0011482706503045384 0.0063952296176949973 0.0013679246057094474 0.0014960076835848213 0.0016856811176682021 0.0017598765666768769 0.0011585161417411137 0.0031226740856413636 0.0024319799882830551
leaf_count=113 275 229 25 27 96 41 111 14 12 257 156 43 93 202 226 67 117 370 38 29 18 26 113 12 33 49 93 65 543 417
internal_value=0 -0.000262257 -0.000242044 -0.000220985 -4.88383e-05 -0.000103386 -5.38786e-05 -0.0001096 7.14535e-07 7.248e-05 0.000711677 -0.000146756 -0.000326111 -0.000300806 -0.000351704 -0.000282882 -0.000232007 -0.000193568 -0.000113232 -0.000673261 -0.000213906 -0.000155995 -0.00022389 0.000109928 -0.000220997 -0.000293118 -0.000217291 -0.000329811 -0.000602227 -0.000822392
internal_weight=0 0.065796 0.0641986 0.0626275 0.0237447 0.0225615 0.0214501 0.0204467 0.0166431 0.0156122 0.00398722 0.011625 0.0388829 0.0378114 0.0336424 0.0300305 0.0282338 0.0270729 0.0231893 0.0038836 0.0200275 0.0189366 0.0177883 0.00416899 0.00280107 0.016554 0.0148683 0.0131084 0.00671317 0.00555465
internal_count=3910 3797 3522 3293 757 661 634 593 482 470 170 300 2536 2443 2373 2147 1945 1828 1732 96 1694 1324 1298 70 58 1280 1231 1138 1025 960
is_linear=0
shrinkage=0.00121906


Tree=1015
num_leaves=31
num_cat=0
split_feature=31 1429 1348 14 151 4 50 480 1213 11 15 16 157 1456 51 49 4 2 42 16 124 1373 48 51 1374 129 51 49 123 0
split_gain=0.00141552 0.00131112 0.0010787 0.00124494 0.0010626 0.00134708 0.00134291 0.00114664 0.00104092 0.00104592 0.000984405 0.00114996 0.000955085 0.00110697 0.00108905 0.000989066 0.000961575 0.00109513 0.000978708 0.00187708 0.000917895 0.000892171 0.00101822 0.00129746 0.00118648 0.000800321 0.00116101 0.000796105 0.000910857 0.000769388
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.52174999999999983 0.27608500000000008 0.11901000000000002 0.08456000000000001 -0.082704999999999987 0.08184000000000001 -0.22917999999999997 -0.54165499999999989 -0.077944999999999987 -1.0000000180025095e-35 -0.09021499999999999 0.13239500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 0.41476000000000007 -0.089334999999999984 0.087305000000000008 0.12649500000000002 0.092340000000000019 -0.049459999999999997 0.087190000000000017 -0.031524999999999991 -0.24167999999999998 0.085535000000000014 -0.093514999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 -6 12 -7 -12 14 -14 -10 16 18 -18 25 -20 -19 22 23 24 -22 26 -15 -26 -29 -16
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 11 -13 13 15 29 -17 17 20 19 -21 21 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0011668964249459213 -0.0010524980313470834 -0.0012832273621161815 0.0013245343360125551 -0.0010949151085507813 -0.0013460043853473138 0.0012080715840282711 -0.000701173806673256 -0.0013460157302795195 0.0011977897967449655 -0.00097394698534020629 0.0011705172894359846 -0.00037071395671113718 -0.0012373534110608532 -0.0008308255018540235 0.00053383439622758564 0.00075764155689274229 -0.0013431210474157647 -0.0013462277460625125 -0.0012220902725206023 0.0007852204414909459 -0.0013463806336730276 -0.0011799417663058325 -0.0013466022409244231 0.0011564184733061748 -0.00093235620477045142 -0.00081915142975149346 0.00035690499730113204 0.00024886609929409366 -0.00098119045513256407 -0.00076509251994841959
leaf_weight=0.0017278027696860923 0.0023610700680722898 0.0011953032040601377 0.0010440313165531725 0.00202198128227593 0.0010969858297311666 0.0037193970995375025 0.001439867581211729 0.0012544612946330238 0.0024961160066618859 0.002027634010488554 0.0014327621673615454 0.0022609226258047954 0.0013808337229712633 0.0016074131615941836 0.0021437716931984596 0.0028284488558565348 0.0015943008240810732 0.0011642485986413922 0.0024502496510878649 0.0012873150444647763 0.0012388131373484166 0.0013301346794349902 0.0010167282696897919 0.0016980215890907138 0.001410902303149439 0.0012914200179010562 0.020570365441656236 0.011578598931051745 0.0012039686851323958 0.0013439971051090174
leaf_count=113 179 63 28 122 339 221 15 241 57 71 51 64 236 101 22 62 47 17 297 11 17 16 11 43 17 112 818 326 26 167
internal_value=0 -6.45234e-05 -3.42796e-05 -5.29251e-05 -2.44779e-05 -3.82973e-06 0.000488269 -7.18847e-05 -4.64172e-05 -2.32976e-05 0.000719298 0.000227122 9.02479e-06 -4.78597e-05 0.000519054 -1.64371e-05 -6.07197e-05 -0.000268345 0.00010897 -0.00053072 -0.000185332 -0.000115939 -3.79502e-05 3.97217e-05 -8.3149e-05 0.000210843 0.00027082 2.71065e-05 0.000133009 3.32983e-05
internal_weight=0 0.0794901 0.077129 0.076085 0.074063 0.0728677 0.00885295 0.0640147 0.0627603 0.0616633 0.00741308 0.00369368 0.0596356 0.0536518 0.00598388 0.0522709 0.0494425 0.0222357 0.0272068 0.00373756 0.0206414 0.0194772 0.018147 0.0171303 0.0154323 0.0234692 0.0221778 0.0141935 0.0127826 0.00348777
internal_count=3910 3797 3618 3590 3468 3405 351 3054 2813 2474 336 115 2403 2157 246 1921 1859 520 1339 308 473 456 440 429 386 1031 919 369 352 189
is_linear=0
shrinkage=0.00134594


Tree=1016
num_leaves=31
num_cat=0
split_feature=31 52 133 1 13 0 14 40 3 14 47 42 156 50 16 42 3 123 4 133 43 457 457 15 41 4 0 2 4 3
split_gain=0.00120082 0.000888755 0.00117902 0.000769275 0.000849337 0.00109488 0.000804014 0.000723391 0.00103143 0.0010241 0.000790442 0.000721943 0.00102701 0.000971622 0.00069879 0.00123539 0.00118388 0.00115421 0.000912979 0.000654977 0.000691976 0.000656201 0.00107835 0.000879242 0.000800398 0.000671766 0.00109974 0.00079749 0.000637158 0.00109681
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.11368000000000002 -0.077154999999999987 -0.18087499999999998 0.077685000000000018 0.053870000000000008 -0.10315499999999998 -0.074139999999999984 0.13177500000000003 -1.0000000180025095e-35 0.013700000000000002 0.10625000000000001 0.41476000000000007 0.093785000000000021 -0.15464999999999998 1.0000000180025095e-35 0.11205000000000001 0.10681500000000001 0.14198000000000002 -0.15747999999999998 -0.066264999999999991 0.17176000000000005 0.077300000000000021 -0.34687499999999999 -0.062649999999999983 -1.0000000180025095e-35 -0.0040999999999999986 -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 -3 6 5 -5 11 8 -6 -10 -11 12 28 14 15 16 -13 19 -17 20 21 -18 -23 24 25 -24 27 -27 29 -4
right_child=1 2 3 4 7 -7 -8 -9 9 10 -12 13 -14 -15 -16 18 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001355607721773911 -0.0012794981477594707 -0.0013484900702183374 -0.0014188129714673488 -0.00036539811646134031 0.00089764476722022427 0.0014012658161246276 -0.0011129196818216547 0.0011501946800435529 0.00072443121545980201 -0.00028099832077123582 -0.0015462952225010209 0.0010800832629022702 0.00072108793294805326 -0.0013333480276295738 0.0010619034228809916 -0.0015223443875838627 0.0010783225771618654 0.001546165438857516 8.1095945759339572e-05 -0.0012640194928453248 0.0010087244001743851 -0.0012743427870324079 -0.00063930719175072346 -0.0013725013466524604 -0.0011364152020862238 -0.0010604303646420637 0.0013912798355793974 0.00018911095227717146 -0.0013958434670379605 0.0001980035976463763
leaf_weight=0.0014248112321522113 0.001441731121190947 0.0016357806239009056 0.0015818468749568826 0.0011772469609745428 0.0019304023756419059 0.0029142788155835939 0.0018381715605837448 0.0012650091246655401 0.0015473526145406442 0.0035186107696105716 0.0017757580347677049 0.0027341907812932142 0.0013778056185982379 0.0012399914039602491 0.0015861911993599867 0.0020549503303772801 0.0011712849994651711 0.0011391114666707827 0.0014461541107380071 0.0010088862642678711 0.0015483801435038904 0.0017569183832382143 0.0025097829868378904 0.0010973617551002226 0.0012971165936619391 0.0013191000492724777 0.0017190685866382066 0.016399826640707937 0.0023363230474392482 0.002740366308734421
leaf_count=113 275 229 274 31 51 178 101 14 35 138 35 52 50 230 51 314 23 70 38 62 12 124 69 18 28 40 20 776 176 283
internal_value=0 -7.87259e-05 -5.23629e-05 -1.92513e-05 0.00029923 0.000892947 -0.000109421 5.72079e-05 -0.000100409 -0.000382012 -0.000705385 -7.10433e-05 -0.000493927 1.38575e-05 5.69252e-05 1.40758e-05 0.000104884 1.87801e-05 -0.000860033 -3.95502e-05 3.31583e-06 -5.37699e-05 -0.000104576 -2.01476e-05 4.36953e-05 0.00011344 0.000210633 9.60878e-05 -0.000745342 -0.00039372
internal_weight=0 0.067109 0.0656673 0.0640315 0.0141287 0.00409153 0.0499028 0.0100371 0.00877212 0.00684172 0.00529437 0.0480647 0.00803634 0.0400283 0.0387883 0.0372021 0.033701 0.0309668 0.0035011 0.0298277 0.0288188 0.0272705 0.0260992 0.0243423 0.0232449 0.0219478 0.019438 0.0177189 0.00665854 0.00432221
internal_count=3910 3797 3522 3293 482 209 2811 273 259 208 173 2710 783 1927 1697 1646 1294 1242 352 1172 1110 1098 1075 951 933 905 836 816 733 557
is_linear=0
shrinkage=0.00154607


Tree=1017
num_leaves=26
num_cat=0
split_feature=11 16 1456 43 43 0 0 160 3 42 39 1 48 151 15 457 49 15 4 15 13 3 3 4 0
split_gain=0.000222757 0.000349115 0.000265689 0.000259202 0.000697107 0.000417867 0.000587432 0.000375947 0.000333223 0.000327256 0.000439511 0.000236809 0.000304223 0.000265182 0.000277513 0.000278967 0.000335398 0.000255583 0.000290287 0.000235821 0.000215863 0.000180659 0.000165716 0.000126843 0.000112041
threshold=0.08184000000000001 -0.25582999999999995 -1.0000000180025095e-35 -0.053009999999999995 -0.0037249999999999996 -0.10462499999999998 -0.079019999999999993 0.031805000000000007 -0.14539499999999997 -0.09602999999999999 0.084155000000000021 0.13860500000000003 0.12649500000000002 0.069165000000000018 0.091435000000000002 -0.0034949999999999994 -0.047309999999999998 -0.0089749999999999986 -0.078484999999999985 -0.10071499999999999 -0.123625 0.12046500000000002 -0.075954999999999981 -0.012939999999999998 -0.083424999999999985
decision_type=2 2 2 2 2 2 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 22 7 -7 -8 -10 23 12 13 14 15 -6 -17 19 20 21 -19 -18 -4 -11 -22
right_child=1 -3 3 4 11 6 8 -9 9 10 -12 -13 -14 -15 -16 16 17 18 -20 -21 24 -23 -24 -25 -26
leaf_value=-0.0018486787702892279 0.00043407676467491522 -0.0024576149057087878 0.0010585888865240146 -0.0027176177488899209 -0.001585115604260029 -0.0024190889860801722 0.002427737438909788 0.000425527311802329 -0.0014897317211010452 -0.00049020333721726836 0.0029468575643072643 0.0017128807148437165 -0.0019908093538178575 0.0017322792652721558 -0.0018184939982942481 0.0018910204607442821 0.00064789921318544267 0.0011202749563463791 0.0018339134408220674 -0.002240706322037188 0.00012135900920768555 -0.0010871273670065003 0.0030596186490845449 0.0011536915459889594 -0.0015815067702852565
leaf_weight=0.0010005731782308505 0.0010647632856972677 0.0012867985587279298 0.0012796976410083261 0.0013816383330031148 0.001261765424490636 0.0016087891506331173 0.0013875015837525595 0.0010860739406416409 0.0010545717732899362 0.0018238094224671819 0.0010311602357445659 0.0011063173330223544 0.0010778156609614334 0.0012212623385892138 0.0011771597586097146 0.0015327460953651348 0.001751344888067885 0.0013614462209830007 0.0017009702073145245 0.0010099508448360153 0.0010205265613418826 0.0016050764558066533 0.0010526559746957273 0.0010221385416235842 0.0011432885252997656
leaf_count=363 56 168 82 557 39 635 49 124 72 185 155 109 50 47 232 92 128 29 107 141 122 49 88 104 127
internal_value=0 -0.00114829 4.47027e-05 0.000108494 -0.000165931 0.000552342 0.000187672 -0.00127266 0.000810443 0.000355426 0.000857308 4.18223e-05 -7.47181e-05 6.49585e-05 -8.51591e-05 7.95615e-05 0.000268358 9.08272e-06 0.000566442 -0.000658036 -4.51241e-05 -0.000181809 0.00196171 0.000100211 -0.000778379
internal_weight=0 0.00235156 0.0306983 0.0296977 0.0183513 0.0113464 0.00901404 0.00269486 0.00631918 0.00493168 0.00387711 0.0169697 0.0158634 0.0147855 0.0135643 0.0123871 0.0111253 0.0095926 0.00522623 0.00436637 0.00352526 0.00335642 0.00233235 0.00284595 0.00216382
internal_count=3910 224 3686 3323 1829 1494 1324 759 565 516 444 1272 1163 1113 1066 834 795 703 385 318 278 177 170 289 249
is_linear=0
shrinkage=0.0037357


Tree=1018
num_leaves=31
num_cat=0
split_feature=52 151 1348 484 51 1 48 124 12 3 47 48 3 2 3 1213 52 49 34 49 1374 0 0 160 2 3 47 151 52 43
split_gain=0.00108819 0.00106729 0.00121078 0.00126962 0.00127462 0.00141219 0.000728641 0.00080121 0.00110609 0.00109442 0.00102803 0.00089421 0.000704311 0.000746701 0.000718951 0.000716894 0.000697241 0.000921504 0.000708604 0.000835977 0.000731939 0.000723526 0.000674661 0.00086537 0.000662002 0.000608804 0.000594709 0.000592363 0.000561215 0.000542201
threshold=-0.51745999999999992 -0.52174999999999983 0.090050000000000005 -0.0043499999999999988 -0.40274499999999996 0.10113500000000002 -0.086624999999999994 -0.25305999999999995 -1.0000000180025095e-35 0.16699000000000003 0.11939500000000002 0.12862000000000004 -0.115685 0.11635500000000001 -0.089974999999999986 0.04198000000000001 0.11401500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085974999999999982 -0.094679999999999986 -0.23029999999999998 -0.15291499999999997 -0.079234999999999986 0.11203000000000002 -0.115685 0.084545000000000023 -0.083559999999999982 -0.088779999999999984 0.19761500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -7 -8 -9 10 11 22 26 14 -14 16 17 18 -16 -20 -21 -22 -10 -24 -3 -25 28 -23 -6 -29
right_child=1 2 -4 4 5 6 7 8 9 -11 -12 -13 13 -15 15 -17 -18 -19 19 20 21 27 23 25 -26 -27 -28 29 -30 -31
leaf_value=-0.0012693864313753553 -0.0013892769941328486 -0.0012581304261895204 0.0014221840037062557 -0.00096811405172914035 0.000982861666035804 -0.0007208425231439937 -0.0008008154342074935 0.0011789711139254936 0.0011239058992498349 0.0014570048556647979 -0.00074435630069027948 -0.00074120963590248437 -0.00085667025666657387 -0.0012751226957320072 -0.0010088503699874256 -0.0011484633092318666 -0.0008671178421804489 -0.00083220896739200068 -0.00071209861441296645 -0.00072604679353166328 0.0012392741099784361 -0.00076364606618730454 -0.00071706466799709373 -6.9852993435124495e-05 -9.3703954336362249e-05 0.00093722918225434197 0.0013536426902229295 0.00045515147594733866 -6.5159306966319419e-05 -0.00061113875695104525
leaf_weight=0.0014943279527974687 0.0011746601622881761 0.002534955054671161 0.0012670724480283715 0.0025618618759430936 0.0013641881379484744 0.0011970544107100514 0.0010316518281783251 0.0041810385838960658 0.0028154682999570468 0.0016265105658632697 0.0020992130827153241 0.001352415656526774 0.0026879092680882543 0.0012831272379187899 0.001056388835309007 0.0012356378893922928 0.0018695585283043928 0.0022286063947010151 0.0018653031077491269 0.0013317366551461865 0.0019127841578665391 0.0010577903558655075 0.0014625375463737118 0.0020798917557716123 0.0017529177187052269 0.0032886564392882196 0.001001942739772943 0.012438057692597784 0.0052905306570751832 0.0011018624232974625
leaf_count=275 65 500 42 89 31 27 21 303 38 71 31 27 311 74 44 242 280 180 57 27 14 53 52 64 73 64 24 632 124 75
internal_value=0 -1.2586e-05 1.15589e-05 -1.56421e-05 3.78649e-05 8.16499e-05 0.000383149 0.000449434 0.000517658 0.000329879 0.000189915 0.000368226 -8.72554e-05 -0.000187706 -0.000139235 -6.5343e-05 -1.15123e-05 5.80584e-05 0.000153611 0.000215923 0.000312943 0.000396747 0.000523765 0.000276413 -0.000782103 0.000547064 0.00030723 0.000286348 0.00014968 0.000368378
internal_weight=0 0.0681513 0.0669767 0.0657096 0.0614217 0.0588599 0.0211344 0.0199374 0.0189057 0.0147247 0.0130982 0.010999 0.0377254 0.0300688 0.0287856 0.0260977 0.0248621 0.0229925 0.0207639 0.0197075 0.0178422 0.0165105 0.00964655 0.00683109 0.00428787 0.00536855 0.00765666 0.0145977 0.00665472 0.0135399
internal_count=3910 3635 3570 3528 2955 2866 698 671 650 347 276 245 2168 1989 1915 1604 1362 1082 902 858 801 774 218 180 573 128 179 760 155 707
is_linear=0
shrinkage=0.00145689


Tree=1019
num_leaves=31
num_cat=0
split_feature=52 133 158 31 1 13 14 0 3 40 2 128 50 47 393 3 393 123 124 13 13 13 0 0 4 484 484 1374 457 457
split_gain=0.00115994 0.00146143 0.00117913 0.00132155 0.00118357 0.0010576 0.000928426 0.000908525 0.000799983 0.00128517 0.00127322 0.00079894 0.00120372 0.000768503 0.000764142 0.000691139 0.00073958 0.000895816 0.000881692 0.000683724 0.000997351 0.000852902 0.000924466 0.000847491 0.00114522 0.000904656 0.0013353 0.000778519 0.000799611 0.000757815
threshold=-0.51745999999999992 -0.26719999999999994 0.11034000000000001 -1.0000000180025095e-35 0.11368000000000002 -0.0024749999999999993 0.077685000000000018 -0.18087499999999998 -0.10315499999999998 0.057150000000000006 0.12401500000000001 0.086435000000000012 0.10625000000000001 0.11002500000000003 0.087665000000000007 -0.16409499999999996 0.084845000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.084184999999999996 -0.083514999999999992 -0.23029999999999998 -0.077944999999999987 -0.23071499999999998 0.085815000000000016 0.09129000000000001 -0.094679999999999986 -0.0015249999999999997 0.09037000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 11 -6 -7 10 -10 12 13 14 15 -5 17 18 -17 -20 -21 -22 27 25 -25 29 -27 -23 -29 -24
right_child=1 2 -4 4 5 8 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 20 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.001046873436461227 -0.0010997412354382572 0.0012195282091771301 -0.0011430764667492918 0.00067401301852016836 -0.00025815269767786708 0.00074438658339398534 -0.00087028523278768718 0.0010327312675542828 -0.0011713323620653096 0.00096132130499465378 6.5262668580524995e-05 -0.00082652797353039581 -0.0011215128683829808 -0.00092322200110515765 -0.00095301799450914812 -0.0010870509758083564 0.00089907697815305005 0.00066124666405448966 0.0002846088959559166 -0.00098096220346697433 0.00074885496616682512 -0.00037888752323016059 -0.00087736234868868634 -0.00064019887437647945 0.00039862244161237975 0.0010177721727104914 -0.00073246651750856755 -0.00027812809636458915 0.00088422609098361517 0.00014390675487740688
leaf_weight=0.0016308939386249213 0.0017726319639965729 0.0013903686731016043 0.001268318109336696 0.0027394992656919392 0.0010103776511947169 0.0020362896172372302 0.0020461728152465488 0.0040904300453021847 0.0019733147476941326 0.0012894703495476278 0.0033177980604364166 0.0018148148474097505 0.0013876755067006022 0.0012225984081446475 0.0010884052318491646 0.0011572625120912497 0.0014442482680578897 0.0029223282232671002 0.009026178387234296 0.0017943485874996048 0.0018832032527544831 0.0018021468507640748 0.0060950246433928296 0.0023147494752731035 0.0049489774705735795 0.0012922974075451066 0.0012988830327529399 0.0012047623085891246 0.0032581189796019169 0.0013122531133120674
leaf_count=275 229 110 159 46 32 44 92 236 48 8 82 165 263 48 110 30 17 98 174 436 46 17 582 73 319 13 48 19 59 32
internal_value=0 -6.91283e-06 2.1396e-05 4.33864e-05 1.85236e-05 0.000337082 -6.54256e-05 0.000777031 7.66523e-05 -0.000129971 -0.000395924 -3.24931e-05 -2.59189e-06 3.05817e-05 5.61642e-05 8.08505e-05 4.19336e-05 1.12238e-05 -3.95832e-05 -6.12571e-06 -0.000102588 -4.05614e-05 -0.000103749 -0.000249328 6.75787e-05 -0.000479557 0.000140429 0.000297369 0.000570447 -0.000696437
internal_weight=0 0.0702029 0.0684303 0.067162 0.0657716 0.0137177 0.0520539 0.00510081 0.00861687 0.00658058 0.00529111 0.0500078 0.048193 0.0468053 0.0455827 0.0444943 0.0417548 0.0403105 0.0373882 0.0362309 0.0272048 0.0254104 0.0235272 0.0172622 0.00726373 0.00999846 0.00259118 0.00626503 0.00446288 0.00740728
internal_count=3910 3635 3406 3247 3137 450 2687 268 182 138 130 2595 2430 2167 2119 2009 1963 1946 1848 1818 1644 1208 1162 1067 392 675 61 95 78 614
is_linear=0
shrinkage=0.00121906


Tree=1020
num_leaves=31
num_cat=0
split_feature=31 158 1 47 160 128 48 52 484 403 16 41 448 133 403 49 457 49 1429 123 50 52 0 160 48 13 13 52 132 157
split_gain=0.00159443 0.00128527 0.00118555 0.00120318 0.00108605 0.00142405 0.0011306 0.00117988 0.00116816 0.00102997 0.00114319 0.00100738 0.000947798 0.000931411 0.001215 0.000889048 0.00113203 0.00105772 0.000914851 0.000861836 0.000792166 0.000944486 0.00112027 0.000712152 0.000672515 0.000652001 0.00151638 0.00144647 0.00148134 0.000858205
threshold=-1.0000000180025095e-35 0.11015500000000002 0.11561500000000001 0.11669500000000001 0.11714500000000001 0.086950000000000013 0.12649500000000002 -0.51745999999999992 -0.08231999999999999 -0.16616499999999998 -0.54165499999999989 0.078535000000000008 -0.083779999999999979 -0.10260499999999999 0.096520000000000009 -0.084114999999999981 0.088020000000000001 -0.081419999999999979 0.084845000000000018 0.13456000000000004 0.14262000000000002 -0.40083499999999994 -0.15007499999999999 -0.26821999999999996 0.091065000000000021 -0.5337599999999999 -0.092039999999999983 0.10701500000000001 0.081240000000000021 -0.095909999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -12 -14 15 16 -15 -17 23 20 21 -4 24 -19 -23 -25 -27 28 29 -28
right_child=1 -3 19 -5 -6 -7 -8 8 9 10 11 -13 13 14 -16 17 -18 18 -20 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0011184618092158348 -0.0013196055226765266 -0.0012547628744244625 -0.00044667931907863901 -0.0011808951834837438 0.00079757186131785413 -0.0013196485620029154 -0.001319938294720103 -0.0013196812599115216 -0.0012912984346534213 0.0010307703895472617 -0.0011334759729134335 -0.00081928375407658792 -0.00075873705138047279 -0.00054215958722396256 -0.0013197298377505026 0.0012968544437919262 0.00089608805907899036 -0.00068302179339729883 0.0010036561897280199 -0.00085161576822778717 -0.00074011459966439317 0.00059978765049925305 0.00078351927907219059 -0.0005766183702244521 -0.00072239157695489246 0.00076635707064824209 0.00099628128951561169 0.00089825561939849618 0.00090529409240418257 -0.0002425379858554592
leaf_weight=0.0020381511703702051 0.0012721897170528953 0.0015459120073799673 0.0018196840469499884 0.0018063120781164335 0.0023195395337909366 0.0016820436939219965 0.0012716510506258763 0.0012069175673614643 0.0010682792094054419 0.0018709033316532874 0.0012068728490639549 0.0026030224651449876 0.0023638084826333996 0.0059191285303938903 0.0010417278857532955 0.0014680153923620756 0.0011357267635503376 0.0018856167704002216 0.0020935904481129688 0.001097754208387868 0.0010626122644623601 0.0011495033424022702 0.0096369784438312678 0.0020242441851223694 0.0016052870662974783 0.0064760325035528856 0.0010255199749531476 0.0030977799625357951 0.0024549251867611579 0.019272172826634744
leaf_count=113 211 166 41 75 102 208 24 186 273 70 34 101 275 137 128 19 11 184 91 20 18 41 314 10 23 90 16 118 74 737
internal_value=0 -6.26397e-05 -4.04193e-05 -0.00011866 -8.90315e-05 -0.000121967 -8.88103e-05 -6.24923e-05 -3.50199e-05 -7.82204e-06 1.66888e-05 -1.84012e-05 2.21061e-05 4.98556e-05 8.97633e-05 0.000121102 -0.000310623 0.000197633 0.000155533 0.000277699 0.000358863 0.000441035 0.000571393 0.000106532 -0.00017068 0.000149873 0.000195365 5.23203e-05 -6.28542e-05 -0.000179948
internal_weight=0 0.0844838 0.0829378 0.066566 0.0647597 0.0624402 0.0607581 0.0594865 0.0582143 0.0570074 0.0559391 0.0540682 0.0514652 0.0502583 0.0478945 0.0468528 0.00705486 0.0397979 0.0383299 0.0163718 0.0152741 0.0142115 0.0123918 0.0362363 0.00275479 0.0343507 0.0323264 0.0258504 0.0227526 0.0202977
internal_count=3910 3797 3631 3174 3099 2997 2789 2765 2554 2368 2095 2025 1924 1890 1615 1487 148 1339 1320 457 437 419 378 1229 64 1045 1035 945 827 753
is_linear=0
shrinkage=0.00131955


Tree=1021
num_leaves=31
num_cat=0
split_feature=31 52 133 375 3 40 39 1348 484 14 48 0 0 474 484 1 15 159 0 11 1375 457 48 16 124 13 43 3 0 13
split_gain=0.00133686 0.00103449 0.000946448 0.000737479 0.000934802 0.00103536 0.000783788 0.000752023 0.0010837 0.000975103 0.000720298 0.000860577 0.00201202 0.0010066 0.000983285 0.00107678 0.000911696 0.00118987 0.000871414 0.000797575 0.000881758 0.000797675 0.000764164 0.000744453 0.000674498 0.000626241 0.000914813 0.000843711 0.000699374 0.000736359
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.088065000000000018 0.16699000000000003 0.096535000000000024 0.13419 0.093505000000000019 -0.0043499999999999988 0.077685000000000018 0.14133000000000004 -0.10575999999999998 -0.089879999999999974 0.084835000000000008 0.09129000000000001 0.076710000000000014 -0.088734999999999994 -0.034019999999999988 -0.084304999999999977 0.087505000000000013 -0.43271999999999994 -0.066264999999999991 0.093225000000000016 -0.50388999999999984 -1.0000000180025095e-35 -0.091849999999999987 -0.074254999999999988 -0.089604999999999976 -0.077944999999999987 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 23 14 15 -10 -14 -18 -19 20 -17 -22 24 -13 -20 -26 28 -28 -27 -30
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 -12 12 16 -15 -16 19 17 18 22 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0012599523658716346 -0.001249435748027677 -0.0012283522733109607 -0.00086605219799966156 -0.0011772859185405723 0.0010313807158671524 -0.00055170303259866515 0.00094598805617534122 0.0011129869622862765 -0.00072855177127564743 -0.0012886013710435502 -0.0012200485487887552 -0.00020276351027847733 0.00076205538855427868 0.0013055904048234692 -0.0011034753048543848 -0.00050298726648550444 -0.0014570139844196637 -0.0010414923739052535 0.00096578782101977003 -0.00073618601444853341 -0.00022706449357134142 0.00082423442994396614 0.00083336563159729039 -0.0014568074942828729 0.00056654322079650822 -0.00076337363282062047 -0.00013174045692993094 -0.0012795227328405794 0.00070771697873469317 -0.00037207853910980424
leaf_weight=0.001643130031808048 0.0015426592535128228 0.0013968628062528401 0.0036484244910350841 0.0011395790846613343 0.0034857039333866515 0.0011716101925287603 0.0016433807777715961 0.0011086213806805736 0.0020902588810809341 0.0013019976832300264 0.0010248176077531914 0.0015107427467526691 0.0030830308323341873 0.0017613860884466695 0.0012345423488682164 0.0016176368235392155 0.0012626049861523816 0.0015763329368190101 0.0013338951569394899 0.0012110858355640639 0.0018385838183547784 0.009183531771054021 0.0025181522225317101 0.0030000492631100306 0.0024142223058518592 0.0016012571041148504 0.0027639514606239016 0.0026748780379617886 0.0037656144994926378 0.0020814293939821482
leaf_count=113 275 229 544 28 152 22 41 25 88 76 37 26 186 24 26 14 165 380 21 27 30 169 48 234 35 190 97 471 107 30
internal_value=0 -7.04237e-05 -4.22006e-05 -1.59205e-05 5.45758e-06 0.000633135 -4.56039e-05 -7.49088e-05 -9.90733e-05 -4.40435e-05 -1.13397e-05 1.41885e-05 -0.000141036 0.000256702 0.000149137 0.000246144 2.0104e-05 -8.39076e-05 -2.74536e-07 0.000393238 0.000501454 0.000648869 8.54181e-05 -0.00103681 -2.7802e-05 -0.000114418 -0.000241987 -0.000696233 8.97086e-05 0.000323332
internal_weight=0 0.0659868 0.0644442 0.0630473 0.0619077 0.00465731 0.0572504 0.055607 0.0544984 0.05085 0.049548 0.0485232 0.0295862 0.018937 0.0171756 0.0159411 0.0250754 0.0219923 0.0207297 0.0138508 0.0126398 0.0110221 0.0191534 0.00451079 0.0166352 0.0153014 0.0128871 0.00543883 0.0074483 0.00584704
internal_count=3910 3797 3522 3293 3265 174 3091 3050 3025 2481 2405 2368 1990 378 354 328 1730 1544 1379 240 213 199 999 260 951 930 895 568 327 137
is_linear=0
shrinkage=0.00145689


Tree=1022
num_leaves=27
num_cat=0
split_feature=52 1 0 133 42 376 12 43 42 160 47 160 2 0 160 48 15 47 43 13 133 4 15 2 160 1
split_gain=0.000258577 0.000264242 0.000492009 0.000290076 0.000289176 0.000493882 0.000415088 0.000526492 0.000371383 0.000311798 0.000270226 0.000255743 0.000274718 0.000426028 0.000248339 0.00033075 0.00034674 0.000421567 0.000475235 0.000188815 0.000176337 0.000429752 0.000276535 0.000172801 0.00016971 0.00014557
threshold=-0.42985499999999993 0.10113500000000002 -0.017269999999999997 0.10681500000000001 -0.090359999999999982 0.048695000000000009 0.099370000000000014 -0.18906999999999999 0.091955000000000023 0.093550000000000008 0.13177500000000003 -0.092169999999999988 0.082715000000000025 -0.10131499999999999 -0.079684999999999992 0.12675000000000003 0.035895000000000003 0.08801500000000001 -0.073139999999999983 0.0015650000000000002 0.065880000000000008 -0.081189999999999984 -1.0000000180025095e-35 0.113945 0.083295000000000022 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
left_child=-1 3 10 4 -2 6 7 -6 9 11 14 -9 13 -13 -3 16 17 23 -19 20 21 -14 -22 -16 25 -23
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 19 -15 15 -17 -18 18 -20 -21 22 24 -24 -25 -26 -27
leaf_value=-0.002127768042786892 -0.0020793889771224556 -0.00092542524582247068 0.003042647657522813 -0.002138649459530074 0.0028725917668494926 0.0026571978359954886 -0.0026912881099894837 -0.0018145087434012352 -0.0026971880169015592 -0.0019804923007858627 -0.0013184940696748929 0.00079978583129286941 -0.001727017300901558 -0.0025552645979540489 0.0037780354350839302 -0.0012039885138763091 -0.0008180384135149909 0.0024035887675176028 -0.0010226835977025766 0.0023643591981354966 -4.797618766493069e-05 0.00054124725575406139 0.0029802865250274711 0.0017496834619227658 -0.00044989378175908551 0.0027551445074150715
leaf_weight=0.0010233400386192573 0.0012773872175088621 0.0018309114949097713 0.0012049247784425851 0.0013922690192208478 0.0010418671354734928 0.0011511744455638953 0.0010986626914991074 0.0010361830551362259 0.0010004895978007475 0.0013139683115066534 0.0017244168682637459 0.0014147681788387878 0.001594200037962068 0.0012722362169079781 0.0013636184161827103 0.0012636341549523422 0.0013244009899864295 0.0012433381682228628 0.0016908799765218419 0.0011244708291826555 0.0010392903152124933 0.0010584864975676511 0.0010971304775377888 0.0016342899721735193 0.0010209322852006153 0.0010442320278762907
leaf_count=353 306 126 162 469 30 47 154 281 225 138 61 32 252 214 157 40 44 41 57 54 198 206 28 184 25 26
internal_value=0 1.92624e-05 0.000479192 -0.000286481 -0.000147732 -5.1698e-06 -0.000194863 -1.27212e-05 -0.000227193 -3.7332e-05 0.000223404 0.000180859 0.00037471 -0.000788755 0.000480273 0.000782346 0.00112824 0.00156277 0.000429156 0.00076653 0.0005044 5.03176e-05 0.00150715 0.00267229 0.000957406 0.00164069
internal_weight=0 0.0332582 0.0132804 0.0199777 0.0185855 0.0173081 0.0161569 0.0150583 0.0140164 0.0130159 0.0120755 0.0117019 0.0106657 0.002687 0.0103511 0.00852016 0.00725653 0.00593213 0.00293422 0.00797874 0.00685427 0.00471785 0.00213642 0.00299791 0.00312365 0.00210272
internal_count=3910 3557 872 2685 2216 1910 1863 1709 1679 1454 710 1316 1035 246 649 523 483 439 98 789 735 509 226 341 257 232
is_linear=0
shrinkage=0.004207


Tree=1023
num_leaves=31
num_cat=0
split_feature=31 1348 14 151 16 401 52 133 484 150 374 1 4 2 52 15 2 4 150 159 1 0 15 457 4 1 1 15 151 0
split_gain=0.00160886 0.00120611 0.00140347 0.0011762 0.00133896 0.000996317 0.00101401 0.00109054 0.0009571 0.00133339 0.00101387 0.00101288 0.00137333 0.00130068 0.00104919 0.00162052 0.00102064 0.00136308 0.00133074 0.00119647 0.00101303 0.00146553 0.000961802 0.00104611 0.0012245 0.00129508 0.00161687 0.00108657 0.000922178 0.000905492
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.52174999999999983 -0.53943499999999989 0.10072000000000002 -0.51745999999999992 -0.39018999999999998 -0.0043499999999999988 0.088985000000000009 0.090585000000000013 0.11235500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.11401500000000002 -0.035939999999999993 0.106285 -0.49837999999999999 0.086420000000000011 0.092630000000000018 0.085110000000000005 -0.060094999999999989 0.10043500000000001 -0.079274999999999984 0.0057500000000000008 0.11183500000000002 0.077800000000000022 0.091195000000000012 0.0033600000000000006 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 11 12 14 -14 16 -16 17 -10 19 20 21 -19 23 -15 -25 26 27 -26 29 -13
right_child=1 -3 -4 4 5 -7 7 8 10 -11 -12 28 13 22 15 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012250460817888355 -0.0013222744424041598 0.001354177480815442 -0.001116023390274919 0.00096820911800980347 -0.0011186591518914898 -0.0013297374504629218 -0.0012517456987610929 -0.00098162631513389487 -0.00090309524696168561 0.00072262413946733931 -0.0012556113061200109 -0.00040987948664933708 -0.0010415429268998842 -0.0011042113450267298 0.00069240542402640383 -0.0013730735917963522 0.0009147717989819187 -0.00016379950466962427 -0.00086762594050838798 -0.00091520367226785918 0.00085308821235586618 0.00096453911926090859 -0.0013730266064397672 -0.00082906731103939894 -0.00051399669043018749 -0.0010919218697096552 0.001080043948887099 0.001048226042083012 -0.00073064033253216496 0.00066514751920926526
leaf_weight=0.0018675289653415908 0.0013482280725742859 0.0011139114731975033 0.002409197411283869 0.0024566022934351386 0.0016104828776581917 0.0011507072454914882 0.0013213266037643825 0.0036885875629386602 0.0021257543773636088 0.0011304195853512056 0.0010960740220404821 0.0017119022668907755 0.0036930530161640778 0.0015141353951086964 0.0011470947765728212 0.0019046369533821652 0.0037710582363281722 0.0071340692358185936 0.0018233105574054767 0.0012887100784784158 0.0071325071677144072 0.0031176725233308562 0.0010845297890682568 0.0021583313327735451 0.0031946874895352195 0.0010977346264553498 0.0043670812133669301 0.0011380468499737617 0.0012254785426222279 0.010749344753111956
leaf_count=113 63 28 123 77 269 182 198 496 51 23 26 36 107 30 66 203 82 620 95 56 275 29 24 69 160 7 57 8 39 298
internal_value=0 -6.42246e-05 -8.45875e-05 -5.15351e-05 -2.83309e-05 -6.26292e-05 -4.18667e-05 -1.65932e-05 7.65915e-06 -0.000581851 5.31309e-05 7.65016e-05 -1.79743e-05 -0.000313905 0.000165421 -0.000596695 0.000253541 0.000143315 0.000251843 0.000361152 0.00045577 0.000179341 -0.000129275 -2.91356e-05 0.000107016 0.000313228 0.000490529 -0.000103659 0.00040571 0.000517462
internal_weight=0 0.0787047 0.0775908 0.0751816 0.0738333 0.0713767 0.070226 0.0686155 0.0672942 0.00481901 0.0624752 0.0613791 0.0476924 0.0182476 0.0294448 0.00305173 0.0263931 0.022622 0.0204963 0.018673 0.0173842 0.0102517 0.0145545 0.01347 0.0119559 0.00979755 0.00869982 0.00433273 0.0136867 0.0124612
internal_count=3910 3797 3769 3646 3583 3506 3324 3055 2857 519 2338 2312 1939 462 1477 269 1208 1126 1075 980 924 649 355 331 301 232 225 168 373 334
is_linear=0
shrinkage=0.00137286


Tree=1024
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 4 480 11 0 0 14 2 44 1213 483 1 484 1374 1375 374 40 158 393 150 52 52 15 13 3 0 159
split_gain=0.00119208 0.000899042 0.00114478 0.00125087 0.00102679 0.00107069 0.00104064 0.000931242 0.0017521 0.00125768 0.00116524 0.001152 0.00108132 0.00106376 0.00103012 0.00104053 0.0012068 0.00113853 0.00100688 0.00101068 0.000907935 0.000911553 0.000840523 0.000805315 0.000830803 0.00144789 0.000997288 0.000880961 0.000776146 0.000737363
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.077685000000000018 0.51224500000000017 0.086640000000000009 0.088315000000000018 -0.10575999999999998 -0.089879999999999974 -0.073394999999999974 0.091525000000000009 0.085085000000000008 -0.080974999999999978 -1.0000000180025095e-35 1.0000000180025095e-35 0.09129000000000001 0.087855000000000016 -0.43271999999999994 0.082175000000000012 -0.082989999999999994 0.086290000000000019 0.087665000000000007 0.09202500000000001 -0.51745999999999992 0.11401500000000002 -0.03231499999999999 -0.10939499999999998 -0.015794999999999997 -0.017269999999999997 0.091215000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -9 14 -11 -14 29 16 17 -16 19 -15 21 22 23 -21 26 -26 -25 -28 -29 -3
right_child=1 2 -4 -5 -6 -7 -8 8 9 12 -12 -13 13 18 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0012070199490338857 -0.0013316195843587572 -0.00086980504497906602 0.0013500185077017955 -0.0011675770224213137 0.0013012652783381414 -0.0011910650053913677 -0.0008455960352852618 -0.0014005209621825181 0.0013207094786458888 -0.001400417946844641 7.9805678774212278e-05 -0.0012258110125037622 -0.0013948690597674206 0.0013468679340189668 -0.00050493670075154034 -0.0006864296927446788 -0.00084506778241350553 0.00072725198683312351 -0.0013184765569877826 -0.001005650889952057 -0.0012630303537190584 -0.0012086711265198726 -0.00090817251970621692 0.0012439657655125811 0.00067834370947311891 -0.001153280058854041 0.00039704014629027312 -0.0010582464608654232 0.00035698724989388181 0.00054281560428209223
leaf_weight=0.0014752929002850293 0.0010816486533249394 0.0023032244206162488 0.0011345855808837504 0.0019711162438209575 0.0011076489021952787 0.001596478238433007 0.0029296833809695491 0.0032249588122705763 0.0013294249170314734 0.0011535886483202687 0.0015408897582931402 0.0010266479430356404 0.0010638599261296724 0.0011837128941536426 0.0016293737589307957 0.0015501243163384961 0.0012030768547219841 0.015073224799831308 0.0010464381714818663 0.0010514577073195064 0.0010322794059161025 0.0010401592186912714 0.0014438564979979409 0.0022234031148888776 0.0014614981434930563 0.0020104220402146203 0.013853297964686356 0.0017145585310061051 0.0013646861000716137 0.0010571457058503597
leaf_count=113 65 106 42 122 128 232 107 288 39 327 103 22 176 45 15 18 22 276 14 172 68 100 102 36 101 172 776 52 44 27
internal_value=0 -6.46709e-05 -4.51832e-05 -6.80631e-05 -3.58193e-05 -5.82225e-05 -3.01876e-05 8.6048e-06 -0.000128269 -1.35575e-05 -0.000921903 0.000225249 -6.9614e-05 -1.92624e-05 0.000290542 0.000414199 0.000509482 0.000607049 3.04713e-05 8.02114e-05 2.50791e-05 7.59017e-05 0.000129086 0.000192333 0.000248 -0.000382262 0.000362232 0.000246452 -0.000431031 -0.000425406
internal_weight=0 0.0714025 0.0703208 0.0691862 0.0672151 0.0661075 0.064511 0.0615813 0.0377385 0.0329726 0.00476585 0.0238428 0.0316432 0.0304896 0.0228162 0.0194558 0.0179057 0.0167026 0.0294258 0.0283793 0.0271956 0.0261633 0.0251232 0.0236793 0.0226279 0.00347192 0.0191559 0.0169325 0.00307924 0.00336037
internal_count=3910 3797 3732 3690 3568 3440 3208 3101 2615 2224 391 486 2185 1858 464 331 313 291 1682 1668 1623 1555 1455 1353 1181 273 908 872 96 133
is_linear=0
shrinkage=0.00140032


Tree=1025
num_leaves=31
num_cat=0
split_feature=31 52 133 1446 1 151 151 0 16 14 124 42 160 16 4 16 42 47 47 403 42 123 49 151 158 49 403 50 3 12
split_gain=0.00107154 0.000945038 0.000999439 0.000727497 0.000865192 0.00110823 0.000805994 0.000775485 0.000680846 0.000678917 0.000639466 0.00114689 0.00071132 0.00092238 0.000768495 0.000687282 0.00061414 0.000589424 0.000981895 0.000780104 0.000631761 0.000956096 0.000968418 0.00112801 0.000991582 0.000703443 0.000816005 0.00119773 0.000707062 0.000990936
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.091520000000000018 0.10113500000000002 -0.40391999999999995 -0.098594999999999988 1.0000000180025095e-35 -0.53943499999999989 0.064610000000000015 0.51367000000000018 -0.11145999999999999 -0.079684999999999992 -0.30307999999999996 0.50657000000000008 0.066275000000000014 0.095385000000000011 1.0000000180025095e-35 0.097435000000000008 0.088015000000000024 -0.09602999999999999 1.0000000180025095e-35 -0.085974999999999982 0.10193500000000001 0.084965000000000027 -0.081629999999999994 0.03138500000000001 0.082310000000000008 0.10223 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 9 -6 -7 8 -8 17 11 -10 14 -14 -13 -15 -17 19 -19 20 -4 22 23 -22 25 -24 27 28 29 -27
right_child=1 2 3 -5 5 6 7 -9 10 -11 -12 12 13 15 -16 16 -18 18 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011937984002260702 -0.001219840904179531 -0.001247164278926315 -0.00082965349555100059 -0.00098794503265686663 -0.0012192843951944607 0.0014366718923380095 0.001177712101273036 0.0013389677162249916 -0.0011822597291412237 -0.0012466961611389564 0.0011395108237401232 -0.0011016707015237515 -0.00048111576804209689 0.00071252011916375754 0.00044981524356885004 -0.00061525283428555465 0.00067956511635306025 -0.0013415379864673525 0.00022642891308756908 -0.00082780386308857652 -0.0012890137179012002 0.0011275425253231581 0.0011897545457393442 0.00054258928782764063 -0.0009630134833790708 0.00010371075505205283 0.0010258506143796641 -0.0014569795990043355 0.00074217119984237422 -0.0012841045080719626
leaf_weight=0.0014392217461738346 0.0015006819206444524 0.0014470877201970813 0.0017304471213814834 0.0016136398703485702 0.0010838761539844191 0.001227804422917699 0.0012917659699889185 0.0012450750313393035 0.0015464638254343291 0.0011327124597437779 0.00114577989393183 0.001818332434737612 0.0027384161362551335 0.0073822865274344555 0.0010802014776807312 0.0019281948628986356 0.0013028614891723578 0.0019859251722604823 0.0014790514834626123 0.0024652341541133707 0.0023132825054013031 0.0017269678301659033 0.0014206003020831295 0.0010321065790002137 0.0016805419014351832 0.012605039043247057 0.0019437308959640012 0.0010776787714095173 0.0032145164919938898 0.0011956183180270594
leaf_count=113 275 229 164 149 27 37 48 93 16 97 6 60 97 221 39 59 27 96 120 238 70 47 14 23 156 838 57 311 23 160
internal_value=0 -7.70591e-05 -5.02022e-05 -2.24477e-05 3.17902e-06 0.000219932 0.00028863 0.000223006 0.000154337 -0.000136181 8.45493e-05 1.66294e-05 0.000130722 0.000272742 -0.000523476 0.00046725 -9.31423e-05 -0.000101113 -0.000672239 -4.00457e-05 2.48165e-05 7.72309e-05 8.73993e-06 -0.000723935 0.000114674 0.00019908 0.00012884 3.24739e-05 0.00012681 -1.65225e-05
internal_weight=0 0.0653559 0.0638552 0.0624082 0.0607945 0.0237911 0.0227072 0.0214794 0.0202343 0.0370035 0.0189425 0.0177968 0.0162503 0.0133518 0.00289853 0.0106133 0.00323106 0.0358707 0.00346498 0.0324058 0.0299405 0.0282101 0.0264831 0.00334539 0.0231377 0.0214572 0.0200366 0.0180929 0.0170152 0.0138007
internal_count=3910 3797 3522 3293 3144 730 703 666 573 2414 525 519 503 404 99 307 86 2317 216 2101 1863 1699 1652 93 1559 1403 1389 1332 1021 998
is_linear=0
shrinkage=0.00145689


Tree=1026
num_leaves=28
num_cat=0
split_feature=51 124 1 44 50 15 47 158 147 11 47 12 47 43 16 2 1 15 15 15 151 3 16 2 13 16 13
split_gain=0.000280834 0.000411411 0.000332148 0.00046472 0.000387217 0.000516721 0.000395318 0.000428224 0.000327908 0.000388399 0.000407835 0.00029255 0.000303961 0.000400505 0.000537796 0.000559227 0.000310301 0.00063438 0.000341354 0.000740701 0.000507253 0.000221993 0.000313939 0.000163087 0.000160812 0.000137601 0.000126521
threshold=-0.40274499999999996 0.10385500000000002 0.14000500000000002 1.0000000180025095e-35 0.10625000000000001 -0.23821499999999998 0.117025 0.084965000000000027 0.088565000000000019 0.08184000000000001 0.10783500000000001 0.10673000000000001 0.09252500000000001 -0.17307499999999998 0.070590000000000014 0.097940000000000013 0.094385000000000011 -0.073314999999999991 -0.0063699999999999989 -0.089594999999999994 -0.0080899999999999982 -0.055684999999999991 -0.089864999999999987 0.086245000000000002 0.16421000000000002 -0.080074999999999993 -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
left_child=-1 2 3 4 5 -2 7 8 9 10 11 12 13 24 16 -16 18 -18 19 20 -15 22 -20 -23 -7 -19 -24
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 25 21 -21 -22 23 26 -25 -26 -27 -28
leaf_value=-0.0016959890253967012 0.0020804952689864845 0.0023325229264818241 0.0020136864676831632 -0.0025906936114530633 -0.0022414619859043561 0.0028899738846835245 -0.0023270357415348625 -0.0020923709481098832 0.0021392021877950744 -0.0022868975041401029 0.0025607959817775115 -0.0019604926666174451 -0.0015186402180684545 0.0014022353130040347 -0.0037609638360078922 -0.00017608013409067659 0.0031204345697070628 -0.0011030081121168264 -0.0015706963070603131 -0.0034188120151363343 -0.0018869332671699645 0.00061205476810129893 0.0017941961940287632 0.0027437267223605292 0.00078607716206865943 0.00090867283548266224 5.8613888826704702e-06
leaf_weight=0.0014821920099565835 0.0017868735848522921 0.0011352668605484331 0.0011388603926492094 0.0011119118746307768 0.0011522331576871983 0.0010912877274833433 0.0011306592789996897 0.0013723594039962697 0.001178112131631436 0.0010375642222175676 0.0010085135630744082 0.0010584525012264914 0.0015504117958551325 0.0019405898805402444 0.0010293130540388598 0.0018188713400055789 0.0016705629447306691 0.0010348159548811964 0.0012017786616431592 0.0011843504927257931 0.0011153340571887216 0.0011427887935724704 0.0011486352923226672 0.0010315248109122876 0.0011039870042206523 0.0010197980874266941 0.001245679183884415
leaf_count=145 172 42 147 61 372 29 85 272 128 137 36 159 110 49 137 113 118 34 214 240 163 39 252 25 67 86 478
internal_value=0 3.28786e-05 -4.79352e-05 -0.000123269 -3.19834e-05 5.61009e-05 -7.73044e-05 2.05869e-05 0.000138403 3.78169e-05 0.000145513 3.16257e-05 0.000135344 0.000271896 6.53888e-05 -0.00147163 0.000384096 0.00134172 2.77455e-05 -0.000809492 0.000201773 0.000642974 5.0207e-05 0.00162335 0.00183194 -0.00010452 0.000863787
internal_weight=0 0.0334405 0.0323053 0.0311664 0.0300545 0.0289023 0.0271154 0.0259847 0.0246124 0.0234343 0.0223967 0.0213882 0.0203297 0.0187793 0.016584 0.00284818 0.0137359 0.00372518 0.0100107 0.00424027 0.00305592 0.00577041 0.00359609 0.00217431 0.00219527 0.00205461 0.00239431
internal_count=3910 3765 3723 3576 3515 3143 2971 2886 2614 2486 2349 2313 2154 2044 1948 250 1698 238 1460 452 212 1008 944 64 96 120 730
is_linear=0
shrinkage=0.00388662


Tree=1027
num_leaves=28
num_cat=0
split_feature=480 1213 11 1456 50 403 403 0 39 13 4 0 47 42 43 15 16 16 3 15 457 49 16 3 13 2 12
split_gain=0.000237412 0.000233409 0.000229437 0.000277425 0.000298101 0.000348679 0.000571322 0.000322005 0.00032638 0.000333532 0.000621141 0.000510751 0.000417388 0.00035445 0.000466477 0.000666779 0.000351845 0.000237786 0.000260263 0.000188083 0.000436912 0.000327584 0.000183236 0.000168652 0.00021451 0.000137206 0.000133047
threshold=0.086640000000000009 -1.0000000180025095e-35 0.088315000000000018 -1.0000000180025095e-35 0.10030500000000002 0.088015000000000024 0.03138500000000001 0.18055000000000002 -0.037714999999999992 -0.091229999999999992 -0.37626499999999991 -0.017269999999999997 0.13206500000000002 -1.0000000180025095e-35 -0.091114999999999988 0.084565000000000015 -0.50763499999999995 -0.006474999999999999 -0.075679999999999983 -0.11399999999999998 -0.0015249999999999997 -0.047309999999999998 0.050115000000000007 0.097615000000000021 -0.123625 0.084235000000000018 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
left_child=1 -1 3 -3 5 6 7 8 -5 16 -11 12 13 -12 -15 17 -10 19 -19 -16 -21 -22 -20 24 -18 -23 -25
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 11 -13 -14 14 15 -17 23 18 22 20 21 25 -24 26 -26 -27 -28
leaf_value=-0.0017711450071564016 -0.0020154330170856559 -0.0019239399250424432 -0.0013950252554143718 -0.0023075115951051856 0.0018959204384585502 -0.0022228398253888006 0.002998751581115807 0.0022020926747756361 0.0030698714334919763 -0.0033298661695588022 -0.0017604035578569523 0.002574657480884787 -0.0027473951215270377 0.0025169749700351502 0.0011792708258616298 -0.0031676448221137033 -0.0016748869756297521 -0.00048664241388173945 0.0030482195645688184 -0.0030030458341056181 0.0014667498476002396 -8.376058804747005e-05 0.00082582136002069795 0.00025584402570332431 0.00093086727812019912 -0.0020833323463649608 0.0022956254117722785
leaf_weight=0.0011926697928766874 0.0010044015233641171 0.0010389114759678511 0.0016820234371839318 0.0010042297966145189 0.0017489918348617675 0.0010231064897712186 0.0012106403480180985 0.0011788185508967422 0.0011007987178439649 0.0010054349336607793 0.0017347128148909605 0.0012224017674684782 0.0010181108514595314 0.001352068843578638 0.0013165226955702478 0.0010553815093033983 0.0010659833446418077 0.0011907960848960286 0.0011708476498988284 0.0010057766094275803 0.0016232769046418136 0.0013719034084767011 0.0013691065918137735 0.0010966614230399907 0.0010839046245200148 0.0010161769752869976 0.0010793957624173345
leaf_count=583 249 318 141 48 265 144 59 26 50 122 458 107 30 133 118 231 62 174 42 54 93 42 57 89 97 99 19
internal_value=0 2.01503e-05 8.74054e-05 0.000170289 0.000245198 0.000139428 0.000231418 9.77415e-05 -6.12304e-06 9.48908e-05 -0.000182799 9.58549e-06 -0.000196366 -1.35472e-05 0.000229423 -4.87229e-05 0.000987948 0.000278336 0.00110437 -0.000208231 -0.000572318 3.71434e-05 0.00185028 0.000458173 -0.000361149 -0.000934619 0.00126764
internal_weight=0 0.0329587 0.031766 0.030084 0.029045 0.0272961 0.026273 0.0250623 0.0238835 0.0228793 0.0174525 0.0164471 0.0152247 0.0142066 0.0124719 0.0111198 0.00542674 0.0100644 0.00373075 0.00633366 0.00501713 0.00401136 0.00253995 0.00432595 0.00214989 0.00238808 0.00217606
internal_count=3910 3661 3078 2937 2619 2354 2210 2151 2125 2077 1760 1638 1531 1501 1043 910 317 679 273 406 288 234 99 267 159 141 108
is_linear=0
shrinkage=0.00412451


Tree=1028
num_leaves=23
num_cat=0
split_feature=14 1 157 16 12 0 150 49 151 4 16 16 14 16 48 42 2 4 42 16 0 4
split_gain=0.000238242 0.000264232 0.000381078 0.000360427 0.000452783 0.00034553 0.000332749 0.000289869 0.000426554 0.000353093 0.000445566 0.000312789 0.000279287 0.000279075 0.000220554 0.000321285 0.000210869 0.000207377 0.000171588 0.000202191 0.000151575 0.000267536
threshold=0.077685000000000018 1.0000000180025095e-35 -0.073574999999999988 -0.063614999999999991 -1.0000000180025095e-35 -0.089879999999999974 -1.0000000180025095e-35 0.11115500000000002 -0.051109999999999996 0.27223000000000003 -0.27337499999999998 -0.15168999999999996 -1.0000000180025095e-35 -0.092424999999999993 0.086065000000000016 0.084100000000000022 0.091525000000000009 -0.0017649999999999999 -1.0000000180025095e-35 0.18936500000000003 -0.053834999999999994 0.05309500000000001
decision_type=2 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 17 6 -5 16 -4 8 -8 10 -10 -12 -6 -13 15 18 -1 -3 -7 -20 21 -14
right_child=-2 2 3 4 12 14 7 -9 9 -11 11 13 20 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.0030518294019568596 -0.0019152482752705061 0.000862936288090166 -0.00129750615692725 0.001064229235550083 -0.0032884304244088294 -0.00095274960515592247 0.0030953451223539206 0.0029043772544483457 -0.0025205611692577451 0.0019052819794357467 0.0016810103904266465 -0.0021345995411361594 -0.0014929921488592804 0.00046835925831256915 0.0011894408338842971 -0.0019153531808997486 -0.00055070696637017831 0.003308439454778747 0.0018339161386802564 -0.00040164664971767102 -0.0019294722825317742 0.0011457378610328524
leaf_weight=0.0013118408481922186 0.0011545161858879096 0.0015756165576412684 0.0015044970828270712 0.0019703076333876801 0.0010114493067590047 0.0016110695048453527 0.0010538750693083196 0.0010601609400300313 0.0012050863894987893 0.001771838812471449 0.0018877049866965487 0.0011510542001023092 0.0014335490654604488 0.0019882296571118703 0.001822448881904748 0.0019082905250165649 0.001094259646582163 0.0010052883462865472 0.0014946108534374964 0.0013745455580647103 0.0014372846616175225 0.0012937879840890787
leaf_count=278 126 181 64 167 45 541 113 52 40 211 36 75 249 285 139 716 185 65 106 18 160 58
internal_value=0 3.00502e-05 0.000299776 9.13503e-05 -0.000652129 -0.000512338 0.000548499 0.000822992 0.000579378 0.000248101 -0.000223052 0.000327715 -0.00130547 -0.000486045 -0.000101497 -0.000469763 -0.00191436 0.00181548 0.000145967 0.00076291 -0.000823877 -0.000241237
internal_weight=0 0.0319668 0.0213497 0.0187688 0.00714638 0.0106171 0.0116224 0.010118 0.00905779 0.00800391 0.00623208 0.00502699 0.00517607 0.00313928 0.00821097 0.00638852 0.0024061 0.0025809 0.00448023 0.00286916 0.00416462 0.00272734
internal_count=3910 3784 1801 1555 679 1983 876 812 760 647 436 396 512 360 1520 1381 463 246 665 124 467 307
is_linear=0
shrinkage=0.004207


Tree=1029
num_leaves=25
num_cat=0
split_feature=3 39 47 48 1 0 16 52 42 15 48 151 43 160 403 16 2 12 160 2 2 0 2 3
split_gain=0.000215822 0.000267919 0.000313843 0.000292956 0.000339822 0.000367243 0.000357508 0.00087065 0.000322492 0.000224147 0.000271272 0.000352332 0.000259619 0.000272162 0.000261938 0.000191714 0.000189017 0.000380848 0.000411764 0.000372411 0.000336451 0.000161867 0.000130523 8.94479e-05
threshold=0.31335500000000011 0.13419 0.13177500000000003 0.12862000000000004 0.10786000000000001 -0.17106499999999999 -0.10808 -0.014099999999999998 -0.09602999999999999 0.10043500000000001 -0.064549999999999982 0.056555000000000001 -0.083684999999999996 -0.082109999999999975 0.087440000000000004 -0.27337499999999998 0.099015000000000006 0.086935000000000012 0.086110000000000006 0.10869000000000002 -0.0050599999999999994 -0.077944999999999987 0.089350000000000013 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
left_child=1 2 3 4 8 -6 15 -8 -1 10 -10 12 21 -14 16 -7 17 18 20 -18 -15 -12 -23 -22
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 11 -13 13 14 -16 -17 19 -19 -20 -21 23 22 -24 -25
leaf_value=-0.0023346199296237673 0.0017225935775429611 0.0018671772456446214 -0.0019602760910218666 -0.002001010000326299 0.0027552844841098522 0.00043167222317783138 0.0010570097046427986 -0.003254714361146529 0.0017412603543585843 -0.001761926618750499 -0.00014693199620543254 -0.0021122578437521157 -0.0017698277553418809 -0.0008628277012171612 -0.0019194853580534034 0.0027669376237922866 0.0019736571051258665 -0.0018861659248683941 -0.0013532225775132693 -0.00084710533140730819 0.001122377239276456 0.0025005742749594877 0.00071215971536752745 0.0025426267516884464
leaf_weight=0.0010399580731400007 0.0010254597902428211 0.0010229845383946659 0.0013883291022851454 0.001138814685446298 0.0011803085659203294 0.0010805188522193809 0.0019662748795030716 0.0011049899135784349 0.0012420478754746602 0.0011781865643077918 0.0014681841666695505 0.0012677785571666425 0.0015751363165232559 0.0011043707361757527 0.0010236754585047367 0.0010442521724183251 0.0019508345408698613 0.001581848319707202 0.0016548028386857982 0.0011089162852661039 0.0017504013749454275 0.0010767569915035519 0.0014419920799868535 0.0010851274186336468
leaf_count=262 148 50 72 53 48 143 193 68 116 308 400 97 331 51 204 21 152 559 70 120 286 52 67 39
internal_value=0 -8.92555e-05 -0.000154975 -6.87433e-05 1.0053e-05 0.000798238 0.000353684 -0.000494277 -0.00022316 -0.000116099 -1.57932e-05 -0.000136433 1.24737e-05 -0.000256631 -4.49524e-05 0.00157938 0.000142509 -0.000202345 0.000273739 0.000951355 0.000957081 0.0008788 0.0014767 0.00166589
internal_weight=0 0.0314765 0.0304535 0.0290652 0.0279264 0.00637634 0.00519604 0.00307126 0.02155 0.0205101 0.0193319 0.0180898 0.016822 0.0128351 0.01126 0.00212477 0.0102363 0.00717655 0.0055947 0.00305975 0.0039399 0.00398693 0.00251875 0.00283553
internal_count=3910 3762 3712 3640 3587 473 425 261 3114 2852 2544 2428 2331 1812 1481 164 1277 1005 446 272 376 519 119 325
is_linear=0
shrinkage=0.00388662


Tree=1030
num_leaves=25
num_cat=0
split_feature=51 124 1 39 376 483 13 42 13 131 13 2 15 47 52 0 4 160 150 3 0 49 4 12
split_gain=0.000217594 0.000364071 0.000320797 0.000323718 0.000334745 0.000287464 0.000294645 0.000287792 0.000333195 0.000270936 0.000259559 0.000375626 0.000365326 0.000343435 0.000281837 0.000474348 0.000270783 0.000536863 0.000245256 0.000209458 0.000208084 0.000183345 0.000110517 4.778e-05
threshold=-0.40274499999999996 0.10385500000000002 0.12730000000000002 -1.0000000180025095e-35 0.048375000000000008 0.083960000000000021 0.17936000000000002 0.09901500000000002 0.10741000000000002 0.092255000000000018 -0.091849999999999987 0.099990000000000009 0.085285000000000014 0.09252500000000001 -0.0058499999999999993 -0.19631499999999999 -0.0031049999999999997 -0.081299999999999983 0.087235000000000021 -0.078884999999999997 -0.083424999999999985 0.0052300000000000011 -0.0031049999999999997 0.093225000000000016
decision_type=2 2 2 2 2 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 11 19 13 14 16 -16 17 -12 -18 -5 22 -4 -17 -8
right_child=1 -3 21 4 -6 -7 23 -9 -10 -11 12 -13 -14 -15 15 20 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0015110477082428471 -0.0021800489204773805 0.0022751012100221306 0.0022043573681199235 -0.0010133598456616932 0.0018282496780010482 -0.002141774889312097 -0.00084982442025071118 -0.0018011017951241315 0.002265221383736046 -0.0015718946299325856 0.00088399306311543499 0.0022647500087655432 -0.0022866542528479916 -0.0018091756314384368 0.0029652941724547842 0.0018194221468029056 0.001333845178211552 -0.0027327163191712854 -0.00074058971106126059 0.0010606183340720378 -0.00096234994545012231 0.00017185680117832831 0.0001626254069841249 -0.0019981620310948619
leaf_weight=0.001376026362794657 0.00110765252813838 0.0010208626239811549 0.0013615639677604366 0.0013652087055986417 0.0012736517400711014 0.0010338276256654502 0.0010105945880400915 0.001158379078031734 0.0010280312439636665 0.001405565392390006 0.0010182490886485604 0.0018602419416375859 0.0010315385830884658 0.0012555520226956727 0.0012785095307563665 0.0011048881902031016 0.0019023089023129129 0.0014367169879789723 0.0014645729709936717 0.0014664943208474368 0.0012899546223295155 0.0012233941672921134 0.0012413008955636795 0.0010972857072859554
leaf_count=145 52 42 239 165 132 327 54 341 58 283 104 92 551 130 54 150 109 343 41 63 146 64 131 94
internal_value=0 3.80667e-05 -3.95694e-05 -0.000163082 -7.62294e-05 -0.000175441 -8.8624e-05 4.58156e-05 0.000151995 3.83794e-05 0.00016614 0.000934565 -0.000110697 7.64759e-05 0.000296988 0.000968918 -0.000270237 -0.00123261 0.000431479 6.07207e-05 0.000266969 0.00124243 0.000942859 -0.00144761
internal_weight=0 0.0304363 0.0294155 0.0268305 0.0257229 0.0244492 0.0234154 0.0213075 0.0201491 0.0191211 0.0177155 0.00469194 0.0130236 0.0119921 0.0107365 0.00491465 0.00582185 0.00245497 0.00336688 0.0028317 0.00363614 0.00258496 0.00234619 0.00210788
internal_count=3910 3765 3723 3420 3368 3236 2909 2761 2420 2362 2079 320 1759 1208 1078 481 597 447 150 228 427 303 281 148
is_linear=0
shrinkage=0.00381041


Tree=1031
num_leaves=31
num_cat=0
split_feature=1348 14 9 52 124 3 151 16 39 133 159 16 3 124 1365 13 1 15 1429 41 484 12 13 457 0 13 393 42 12 52
split_gain=0.00119828 0.00135801 0.00126991 0.000981363 0.000952656 0.00188812 0.000878685 0.000826479 0.000791109 0.000733144 0.000698856 0.00117368 0.000781892 0.000801622 0.00097405 0.000992249 0.0010599 0.000770348 0.000752804 0.000684792 0.000747352 0.000744418 0.000706478 0.000779404 0.000792901 0.00122405 0.000942569 0.000665682 0.000716218 0.000525394
threshold=0.094400000000000012 0.077685000000000018 -0.016839999999999997 -0.51745999999999992 -0.43954999999999994 0.30601500000000009 -0.52174999999999983 -0.54165499999999989 0.15608500000000003 -0.26719999999999994 -0.034019999999999988 -0.17157499999999998 -0.15327499999999997 -0.085379999999999984 1.0000000180025095e-35 0.27139000000000008 0.11235500000000002 -0.10312999999999999 -1.0000000180025095e-35 0.077300000000000021 0.085515000000000022 0.10214500000000001 0.11596500000000001 -0.0015249999999999997 -0.23029999999999998 -0.070604999999999987 0.085075000000000012 0.097535000000000011 0.089125000000000024 0.098910000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 11 -11 -12 -14 15 16 18 -18 -15 20 21 22 23 -20 -25 29 -27 28 -19 -26
right_child=-2 -3 3 4 5 -7 7 8 -10 10 12 -13 13 14 -16 -17 17 27 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0014007864025121868 0.0013818641710109062 -0.0011296247056235128 -0.0012357737829165447 -0.0013594432664921115 -0.001341959622697677 0.0014003999445809012 0.0009198594232352205 -0.0011494135404797566 0.0010852465365070055 0.00060616979262351981 0.00056689587855298501 -0.00094935761329448341 0.00081751055485823208 -0.0013157730532033804 -0.0014005276123191656 -0.0014004859504215151 0.0011028497671704835 0.00024165422055058355 -0.0011158666978939912 -0.0011230506042305191 0.00058863673069552689 -0.00086804896592874211 0.00074545797933021115 0.00049442783235302469 0.00024650573115310404 -0.00080119159156203268 0.00053702265501038118 0.00089485137469308103 -0.0012192976459730251 -0.00077975500077614307
leaf_weight=0.0012126945056998286 0.0011565334824012998 0.0022321339500237505 0.0013305068717182058 0.0010244977429856297 0.0010011519800174886 0.0018367698791932332 0.0017828438531370871 0.0012130048914831262 0.0011815332934332892 0.0012811087143944633 0.0043779060128414848 0.0036929781296342048 0.0019812004692099086 0.0010125486476590942 0.0010897845855115653 0.0010544134147369979 0.0024707413124769317 0.001906424468117506 0.0014492796118146236 0.0012110630891335452 0.003224847592804724 0.0024052482331589067 0.0020017732895851728 0.0041714940345513934 0.0091640079487573765 0.0067144309226350556 0.0012195433466710703 0.0014645250576847957 0.0010048121688157607 0.0010950815969497105
leaf_count=119 28 125 270 21 63 133 63 217 34 27 83 449 75 60 57 32 99 36 99 48 144 192 42 30 451 645 95 21 44 108
internal_value=0 -5.57858e-05 -1.86676e-05 -4.58341e-05 -2.03119e-05 2.17577e-06 -4.1227e-05 -1.88406e-05 -4.852e-05 -7.2785e-05 -4.85976e-05 -0.000548721 2.15109e-06 -5.32327e-05 -9.36714e-05 -5.94115e-05 -2.45104e-05 0.00047775 -0.000126643 -8.9773e-05 -4.99785e-05 -0.000122954 -5.35335e-05 -0.000120696 -5.62066e-05 -0.000182462 -0.000595493 0.000124793 -0.000262593 0.00013696
internal_weight=0 0.0668083 0.0645762 0.0633635 0.062033 0.0610085 0.0591717 0.0581706 0.0563878 0.0552062 0.0539932 0.00497409 0.0490191 0.0446412 0.04266 0.0415702 0.0405158 0.0068465 0.0336693 0.0326568 0.0314457 0.0282209 0.0258156 0.0238138 0.0223646 0.0181931 0.00793397 0.00437576 0.00291124 0.0102591
internal_count=3910 3882 3757 3638 3368 3347 3214 3151 3088 3054 2837 476 2361 2278 2203 2146 2114 200 1914 1854 1806 1662 1470 1428 1329 1299 740 101 80 559
is_linear=0
shrinkage=0.00140032


Tree=1032
num_leaves=25
num_cat=0
split_feature=1 151 133 132 48 15 3 43 16 15 4 13 150 47 15 48 12 160 16 51 4 48 2 4
split_gain=0.000201433 0.000364645 0.000281008 0.000268375 0.000264205 0.00050184 0.000278203 0.000264167 0.000314737 0.000274153 0.000618746 0.000253355 0.000300736 0.000295698 0.000285484 0.0002372 0.000289462 0.000443005 0.000314488 0.000383036 0.000276265 0.000247384 0.000242027 0.000187109
threshold=0.085110000000000005 -0.083559999999999982 0.10681500000000001 0.079995000000000011 0.086870000000000017 -1.0000000180025095e-35 0.10666500000000002 -0.24333999999999997 0.081265000000000018 1.0000000180025095e-35 -0.083329999999999987 -0.094679999999999986 -0.20684999999999998 0.084155000000000021 0.084955000000000017 -0.064549999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072804999999999981 0.090935000000000016 0.39574000000000004 0.086285000000000014 1.0000000180025095e-35 0.05309500000000001
decision_type=2 2 2 2 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 11 5 -3 7 -7 9 -9 -11 13 -13 -2 15 -14 22 20 19 21 -18 -19 -17 -20
right_child=3 2 -4 -5 -6 6 -8 8 -10 10 -12 12 14 -15 -16 16 17 18 23 -21 -22 -23 -24 -25
leaf_value=-0.00261257976848461 0.00210763890102332 -0.00278008101012143 -0.0020467663591337629 0.0018393034500551557 0.001287086993397251 0.0014108084172000507 0.0018966737877089282 0.0012325363978396189 -0.0024094393195614083 0.00097052440070178171 -0.0029550768069016194 0.0018363584535210609 0.0016411185872026216 -0.00019409831674521057 -0.0018378813454729655 -0.00021856940542537562 -0.0034034881193855384 0.0011680348608615809 -0.0019008695023149328 0.0023268767778592604 -0.00067853880586178617 -0.0012935502713133243 0.002143260588001948 1.950014821837511e-05
leaf_weight=0.0010057762624528519 0.0017647412479724336 0.0010404837333906096 0.0010950156338571113 0.0013663222161772728 0.0018470849865143699 0.0011192437232239198 0.0010188176899745827 0.0013870419139152493 0.0011247201884216906 0.0012195179247834779 0.0011168565211693267 0.001059299209856591 0.0010631906176188375 0.0014984473140753352 0.0015035949794035561 0.0013347555029392692 0.0011001485726707142 0.0010372996703065258 0.0015833694886402344 0.0012980820403232229 0.0010613333001785463 0.0013832092334808976 0.0011930160222388686 0.0013775844783481261
leaf_count=235 173 503 374 161 188 38 16 42 61 291 417 33 78 61 372 151 171 45 213 29 45 46 123 44
internal_value=0 -0.000416714 -0.000215366 0.000210398 -1.22605e-05 -0.000311264 5.64274e-05 -0.00025776 -0.000642967 -0.000109374 -0.00090603 8.85011e-05 -0.00012089 0.00105069 -0.000269668 -7.99998e-05 -0.000240956 -0.000566064 -8.08569e-05 0.000656923 -0.00206548 -0.000238648 0.000896128 -0.00100742
internal_weight=0 0.0119746 0.0109688 0.0196244 0.00987377 0.00802668 0.0069862 0.00596738 0.00484814 0.00372342 0.00233637 0.0182581 0.0149949 0.00326319 0.0139356 0.012432 0.0113688 0.00884103 0.00667954 0.00371859 0.00216148 0.00242051 0.00252777 0.00296095
internal_count=3910 2165 1930 1745 1556 1368 865 849 811 750 708 1584 1350 234 1317 945 867 593 377 120 216 91 274 257
is_linear=0
shrinkage=0.00381041


Tree=1033
num_leaves=24
num_cat=0
split_feature=11 16 48 147 52 403 0 16 0 12 42 0 2 2 0 43 2 3 0 2 16 48 3
split_gain=0.000205437 0.000283358 0.000243588 0.000347764 0.000235721 0.000292414 0.000308923 0.000369434 0.000408259 0.000424022 0.000313636 0.000302831 0.000621741 0.00028191 0.000239764 0.000214128 0.000304769 0.000357007 0.000206198 0.000179234 0.00030199 0.000115519 8.84383e-05
threshold=0.08184000000000001 -0.25582999999999995 -0.09386499999999999 0.088565000000000019 0.28122000000000008 0.088015000000000024 0.18055000000000002 0.081265000000000018 -0.077944999999999987 0.085945000000000008 0.091230000000000019 -0.10071499999999999 0.08400500000000001 0.087005000000000013 -0.017269999999999997 -0.049504999999999987 0.11230000000000001 0.10856000000000002 -0.19631499999999999 0.089910000000000004 -0.057604999999999996 0.087500000000000008 -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
left_child=2 -2 -1 4 5 6 7 8 11 -10 14 15 -13 -14 -9 22 17 19 -18 20 -17 -21 -4
right_child=1 -3 3 -5 -6 -7 -8 10 9 -11 -12 12 13 -15 -16 16 18 -19 -20 21 -22 -23 -24
leaf_value=-0.0017385901217041244 0.00032231767409813823 -0.0024168751268358792 0.00073247603502162874 0.002321989572651121 -0.0013699126011772441 -0.0015641174908478683 0.0021264870285974029 -0.0024222470393728199 0.0028547683946369652 -2.2343676003417831e-05 0.00072011546619935604 -0.0033869154589372583 0.0016532494672709052 -0.0010293902124351205 -0.00045036227595432774 -0.0017195084343417687 -0.0022419588115520249 0.0023039396596059984 -4.0251754912246001e-05 0.0017984715880814978 0.00084400762604906006 8.0696565200433115e-05 0.002296278025316123
leaf_weight=0.0010529137282073711 0.0010223897968657525 0.0011825177409254808 0.0010344083628677225 0.0010112662364234462 0.001605460562335014 0.0013870247705948238 0.0011917811855850493 0.0016871701325967825 0.0017933177625624247 0.0012707471213103672 0.0014565664448213944 0.0010029176405083615 0.0010580673135176522 0.0012298720156190268 0.0019075062614408713 0.0014376375188605026 0.0010417439704255571 0.0014207659082057233 0.0015169030458439536 0.001116917496481129 0.0012450384055642172 0.0011574516020786962 0.0010663726666917403
leaf_count=60 56 168 53 127 348 320 23 257 227 326 158 395 366 461 102 73 37 33 82 64 47 29 98
internal_value=0 -0.00114674 6.02176e-05 0.000128744 4.54485e-05 0.00013626 0.000236046 0.000135661 0.000399123 0.00166156 -0.000771477 0.000129151 -0.000885352 0.000211208 -0.00137587 0.000431635 0.000174308 0.000620009 -0.000936669 0.000137368 -0.000529772 0.000924277 0.00152627
internal_weight=0 0.00220491 0.0286919 0.0276389 0.0266277 0.0250222 0.0236352 0.0224434 0.0173922 0.00306406 0.00505124 0.0143281 0.00329086 0.00228794 0.00359468 0.0110372 0.00893646 0.00637781 0.00255865 0.00495705 0.00268268 0.00227437 0.00210078
internal_count=3910 224 3686 3626 3499 3151 2831 2808 2291 553 517 1738 1222 827 359 516 365 246 119 213 120 93 151
is_linear=0
shrinkage=0.00381041


Tree=1034
num_leaves=31
num_cat=0
split_feature=31 52 151 1348 14 133 484 1 2 128 3 159 52 15 4 13 0 3 49 150 4 2 43 3 3 4 2 51 15 16
split_gain=0.00135733 0.00102174 0.00102143 0.00116346 0.000992295 0.000963618 0.000891861 0.00107029 0.000815438 0.000694461 0.000645926 0.000674668 0.000627131 0.00137536 0.000729783 0.00109985 0.00141283 0.00108109 0.00136841 0.000994671 0.000810254 0.00149053 0.000680057 0.000717522 0.000781821 0.000676305 0.000665339 0.000571048 0.000505902 0.000476377
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -0.26719999999999994 -0.0043499999999999988 0.11235500000000002 0.11203000000000002 0.086435000000000012 -0.15121499999999996 0.10519500000000001 0.11401500000000002 -0.09547499999999999 -1.0000000180025095e-35 -0.082709999999999992 -0.230625 -0.078884999999999997 -0.085974999999999982 0.085200000000000012 -0.083329999999999987 0.088895000000000016 -0.13719999999999996 -0.11171999999999999 -0.089974999999999986 -0.49837999999999999 0.091525000000000009 -0.40274499999999996 -1.0000000180025095e-35 -0.15595499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -7 10 28 12 14 -14 17 19 -17 20 -19 26 22 -22 -12 -24 -25 -20 -16 -9 -8 -27
right_child=1 2 3 -5 -6 6 7 27 -10 -11 11 -13 13 -15 15 16 -18 18 25 -21 21 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=0.0011111782264817379 -0.0011189178274968086 -0.0012284596970993887 -0.0011084469061774026 0.0012312669364079776 -0.0010302339234072326 -0.0011355533571300736 0.0010964432408961413 -0.0003766339099696732 5.4367150759696729e-05 -0.00084512927249900526 -0.00041614767322545044 -0.0009223405168866085 0.00044727532672798144 -0.0012684434562738487 -0.00061385157122980424 0.00017131087197163163 -0.00094506234173158637 -0.00084366735449244114 -0.00016744671110826379 0.0011713499246774816 -0.0012683710208484251 0.00035689373620044257 0.001268545586070128 -0.0007442609553328951 0.00074521295030257478 1.9572051094979198e-05 0.00047858547144632692 0.00050487497815401741 0.00014893765889131851 0.00092366955897887622
leaf_weight=0.0016458793491236348 0.0014206703630010855 0.0011254843859438415 0.0012506509500862508 0.0011926993010025191 0.0015656960559917712 0.0019956028752603485 0.0014021258851268925 0.0013382373152239788 0.0017291344667054176 0.0016357936791793195 0.0019750096811517182 0.0013879343254630241 0.0012741593055425326 0.001832511233191835 0.0018816350226673606 0.0030011035468930913 0.0046475956464735631 0.001124069750972013 0.0014024661467999531 0.0013865460184803169 0.0021527545727951783 0.0015694595492057317 0.0012877867684437661 0.001017073272569391 0.0012807064292532548 0.0010975285513268327 0.0017134846835729078 0.010135122659791662 0.0025642772066021202 0.0064297903239038928
leaf_count=113 275 65 217 42 117 453 32 30 71 152 96 77 46 304 48 40 212 28 21 23 402 129 10 64 122 10 30 385 35 261
internal_value=0 -5.53607e-05 -3.11451e-05 -9.15171e-06 -3.3777e-05 -7.11355e-06 1.69405e-05 5.86911e-05 -0.000583157 -3.49657e-05 -2.18496e-06 -5.50607e-05 -2.07407e-05 -0.000564764 3.21295e-05 -0.000204983 -0.000507033 0.000187007 0.000475171 0.000258776 -0.000125093 -0.000583083 0.000181483 0.000510672 8.59225e-05 0.000641185 -9.31807e-05 0.000402057 0.000483881 0.000791847
internal_weight=0 0.0638171 0.0623964 0.061271 0.0600783 0.0585126 0.0572619 0.0535372 0.00372474 0.0420638 0.040428 0.0364616 0.0350737 0.00310667 0.031967 0.0126304 0.0076487 0.0193366 0.0100539 0.00498167 0.00928279 0.00372221 0.00556058 0.00358557 0.00229778 0.00892979 0.00359512 0.0114734 0.0039664 0.00752732
internal_count=3910 3797 3522 3457 3415 3298 3081 2557 524 2142 1990 1923 1846 350 1496 353 252 1143 320 101 823 531 292 196 186 292 78 415 67 271
is_linear=0
shrinkage=0.00126831


Tree=1035
num_leaves=31
num_cat=0
split_feature=31 151 4 480 1348 14 52 16 11 1213 1456 1213 1374 1365 49 38 124 2 1374 1375 160 43 16 13 475 1 3 43 49 2
split_gain=0.000982993 0.000924149 0.00108529 0.00109684 0.00100115 0.00103726 0.000866612 0.000761132 0.000707911 0.00070759 0.000723252 0.000585263 0.000606713 0.000529226 0.000636784 0.000561073 0.000607728 0.000508082 0.000502014 0.000571529 0.000544577 0.000947542 0.000868673 0.000846606 0.000825895 0.000708825 0.000701785 0.000726991 0.000657825 0.000593516
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.51224500000000017 0.086640000000000009 0.090050000000000005 0.077685000000000018 -0.51745999999999992 -0.53943499999999989 0.088160000000000002 -0.081334999999999977 -1.0000000180025095e-35 0.04198000000000001 0.087785000000000016 1.0000000180025095e-35 0.13906000000000002 0.11976000000000002 -0.048219999999999992 -1.0000000180025095e-35 -0.094679999999999986 -0.012944999999999998 -0.091109999999999983 0.24789500000000006 0.041215000000000009 -0.070604999999999987 -0.067819999999999978 0.10113500000000002 0.11265500000000002 0.0041500000000000009 -0.084114999999999981 0.10946500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 14 15 16 -12 -18 -19 -20 22 23 -21 25 -25 28 27 29 -22 -26
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 11 -13 -14 -15 -16 -17 17 18 19 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.001191432399457071 -0.0013503207277298034 -0.0011975265502653489 0.0013510061316995001 -0.001234118282763566 0.0013488237497651055 -0.0011446825816833121 0.0009147064522710412 -0.00096669109950640723 -0.00083447371625760441 -0.00086819133682754744 0.00078411431032914284 -0.00082548779372586853 -0.00090612202973711011 -0.00085126662737488559 0.00091257206772161548 -0.00090562701464776151 -0.00066037827928091717 -0.00054246391243895228 0.00099671122872620069 -0.0012651000529646517 -0.00049461766842836749 -0.00096399191734573007 0.00044129813001510753 0.0010109092393205759 4.6982564849233703e-05 0.0012165647780203823 -0.001033311359868612 -0.00071909063131388358 0.0005491267418050804 0.0010105344573326865
leaf_weight=0.001265881097393561 0.0010618190380391459 0.001191315117191393 0.0010915844453771575 0.0015148102791235898 0.0010191070312615116 0.0016515713694458247 0.0017628837477241454 0.0014007923645038547 0.0020153955797894687 0.0016419571644853406 0.0027301121747056447 0.0013595367709705588 0.0011254220319010235 0.0010372022659490545 0.0020991066161917251 0.0010174958018467342 0.0016508473375038682 0.0020041372010837213 0.001596292524493669 0.0013170029105955541 0.0014525473768003403 0.0013161468118226818 0.0010524901144854937 0.00152885404664005 0.0080990285830122681 0.002467258027023079 0.0013489945816047575 0.0020695151229199746 0.0064060807377050956 0.001483078332256583
leaf_count=113 65 260 128 237 42 117 64 370 57 267 123 306 68 44 56 22 67 47 42 180 41 128 47 46 424 86 18 115 259 71
internal_value=0 -5.60469e-05 -3.1702e-05 -5.89666e-05 -2.59058e-05 -5.24273e-05 -1.71759e-05 1.09576e-05 -2.20832e-05 1.33529e-05 4.39945e-05 7.86963e-05 0.000108104 0.000136165 0.000162002 0.000120033 0.000148607 9.72641e-05 0.000136178 0.000181308 0.000135703 0.000193904 -0.000507146 0.000255217 3.7348e-05 0.00056178 -7.71414e-05 3.35615e-05 0.000356207 0.000196117
internal_weight=0 0.0575124 0.0564506 0.055359 0.0538442 0.0528251 0.0511735 0.0499822 0.0482193 0.0462039 0.0448031 0.0431611 0.0418016 0.0406762 0.039639 0.0375399 0.0365224 0.0337923 0.0321414 0.0301373 0.028541 0.0261715 0.00236949 0.0248554 0.0145295 0.0103259 0.0130006 0.0116516 0.00785863 0.00958211
internal_count=3910 3797 3732 3604 3367 3325 3208 2948 2884 2827 2457 2190 1884 1816 1772 1716 1694 1571 1504 1457 1415 1188 227 1060 674 386 628 610 300 495
is_linear=0
shrinkage=0.00140032


Tree=1036
num_leaves=24
num_cat=0
split_feature=14 1 474 0 133 14 15 15 151 13 0 0 12 47 49 0 48 42 42 48 484 2 13
split_gain=0.000217021 0.000237354 0.000317654 0.00030542 0.000227465 0.000217649 0.000397782 0.000298714 0.000337844 0.000236498 0.000274492 0.000392597 0.00030978 0.000465117 0.000246604 0.000255661 0.000199453 0.000170785 0.00021838 0.000196147 0.000145726 0.000140058 3.55575e-05
threshold=0.077685000000000018 1.0000000180025095e-35 0.059400000000000008 -0.084074999999999997 0.084285000000000013 -0.13131999999999996 -0.15202999999999997 -0.11739999999999999 -0.082774999999999987 -0.094679999999999986 -0.017269999999999997 -0.053834999999999994 0.097345000000000015 0.09252500000000001 -0.07107999999999999 -0.099864999999999995 0.084905000000000022 -1.0000000180025095e-35 0.091955000000000023 0.086065000000000016 0.085515000000000022 0.097360000000000016 -0.37340499999999993
decision_type=2 2 2 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 -3 -7 -8 -9 -10 11 12 13 14 -11 16 -16 -5 19 21 -4 -19 -23
right_child=-2 2 20 17 -6 6 7 8 9 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24
leaf_value=-0.002763519907950482 -0.0016741264563390236 -0.0011196994418139509 0.00069363024541569274 -0.0011138210216807532 -0.00057615138408055231 0.0021170723658787598 -0.0019113232937725713 0.0018757152215582169 0.0012752926126143264 -0.0015818103260073872 0.0015571982632441785 -0.0024326905642131969 0.0012781208218581551 -0.0027122408852608307 0.0022393473503343588 -0.0010264610338521279 0.00010936364621938282 -0.00080950193695738376 -0.0011873568545683697 0.0020587385836461549 0.0027136696248418832 0.00030770101779936253 0.0013138288600778745
leaf_weight=0.0011988972492493191 0.0011171058486336696 0.0018644686411829472 0.0010537971141744143 0.0016163659241813511 0.0016270036151840306 0.0015100978201418825 0.0010342044205824382 0.0015689735214705633 0.0017810828159001693 0.0011335341868488075 0.001110699813853709 0.0012495727126640146 0.0017529087850958192 0.0011580627425447076 0.0012173292002657385 0.0011718727464991013 0.0013419760843760287 0.001223923079116008 0.001145193596734484 0.0011181735841034879 0.0010207836687090577 0.0010000241709349211 0.0010407788715012245
leaf_count=556 126 113 166 442 434 215 55 154 125 47 154 76 108 85 43 348 32 161 294 27 80 11 58
internal_value=0 3.64003e-05 0.000276129 -0.000443745 -0.00150415 0.000112497 0.000255812 6.22414e-05 0.000213589 -5.24371e-06 -0.000230259 -0.000450233 -0.000131647 -0.000541956 -2.53112e-05 0.000447554 0.00112249 -2.43158e-05 0.000294246 0.000681369 0.00168758 0.000209618 0.000820811
internal_weight=0 0.0299397 0.0199694 0.00997036 0.0028259 0.0178948 0.0160303 0.0145202 0.013486 0.011917 0.010136 0.00902526 0.00777568 0.00602277 0.00486471 0.00373118 0.00255931 0.00714446 0.00552809 0.0043829 0.00207458 0.00326473 0.0020408
internal_count=3910 3784 1801 1983 990 1555 1442 1227 1172 1018 893 739 663 555 470 423 75 993 551 257 246 230 69
is_linear=0
shrinkage=0.00381041


Tree=1037
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 4 484 52 133 1213 1374 1 47 48 42 13 13 403 12 49 43 160 133 49 2 51 403 4 1374 0 150
split_gain=0.00109778 0.000952589 0.00129023 0.00131051 0.00107192 0.00107294 0.000969589 0.00104895 0.000763839 0.000708657 0.000810841 0.000880386 0.00114475 0.000819977 0.00084233 0.00124182 0.000964374 0.000874478 0.000757004 0.0007357 0.000819142 0.00080784 0.000700743 0.000662864 0.000599676 0.00057089 0.00054213 0.000637472 0.000778549 0.000500451
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.077685000000000018 0.51224500000000017 -0.0043499999999999988 -0.51745999999999992 -0.39018999999999998 -1.0000000180025095e-35 0.087785000000000016 0.10752500000000002 0.087850000000000025 0.099800000000000014 -0.09602999999999999 -0.5337599999999999 -0.45122499999999993 -1.0000000180025095e-35 0.10129000000000001 0.10960000000000002 -0.15648499999999999 -0.23073999999999997 0.095090000000000022 0.0052300000000000011 0.114165 0.10680500000000001 -0.088229999999999989 -0.23071499999999998 -0.094679999999999986 -0.23029999999999998 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 3 4 5 24 -7 -8 25 10 11 13 -13 -10 -15 -16 -17 19 22 -18 -21 26 23 -12 -3 -9 -22 -28 -29 -30
right_child=1 2 -4 -5 -6 6 7 8 9 -11 18 12 -14 14 15 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0011524113923439127 -0.0013480075785572156 -0.0013131921985297453 0.0013472713131417896 -0.0011729063595530026 0.0013334761635537455 -0.00118546706573983 -0.0014004175612267503 -8.2581815281059352e-05 -0.00082255212245467113 -0.00089967947368565007 0.00016267497672894785 -0.0013070604394654825 0.00030765934768026284 -0.0011379259496416307 0.0013612642682346171 -0.0010716409267412313 0.00079300279550908114 -0.00087428914390169882 0.0010769304337680851 -0.0010567348323569899 -0.00034154045366016573 -0.00091624133172567561 -0.00066412056880884045 0.00097478335213376107 -0.000195177865154272 -0.0014003634039424389 -0.00061769145337972012 0.0012488503415112274 0.00038349189548542552 -0.00062554040115350457
leaf_weight=0.0014569640877897241 0.0011353794481419035 0.0020187226154266815 0.0012630983962775835 0.0020885036405946513 0.0010865765150329656 0.0013704765911484165 0.0010197057991014882 0.0013538649123221447 0.0019540093512597769 0.0014373939803835603 0.0083764805732560177 0.0021920961322099411 0.0014177418528049657 0.0010190042928570576 0.0015882974948908625 0.0013382089533209287 0.003633465171034799 0.0015466448546916913 0.0024850892105732223 0.001116171280548083 0.0026202661758496322 0.0012445922773807174 0.0015089620858930184 0.0025772038329368039 0.0017617582735125481 0.0012305898708531151 0.0012428952535543649 0.0019583397659630282 0.011777839656495859 0.0010497473249131408
leaf_count=113 65 487 42 122 128 237 175 100 132 66 114 88 44 9 9 426 40 65 55 160 50 50 31 136 85 428 36 29 330 58
internal_value=0 -7.63661e-05 -5.42483e-05 -8.19023e-05 -4.51074e-05 -6.97285e-05 -2.18619e-05 6.77396e-06 3.30214e-05 6.98927e-05 9.74098e-05 -1.72406e-05 -0.000672889 5.65152e-05 0.000113515 0.000157312 8.78474e-05 0.000147093 0.000371226 0.000211196 0.000110578 0.000176072 0.000230507 0.000353749 -0.000792181 -0.000710044 0.00024897 0.000345502 0.000426468 0.000300918
internal_weight=0 0.0664131 0.0652777 0.0640146 0.0619261 0.0608396 0.0570591 0.0556886 0.0546689 0.0520844 0.0506471 0.0356993 0.00360984 0.0320895 0.0301355 0.0291165 0.0275282 0.02619 0.0149477 0.0246433 0.0210099 0.0198937 0.0124626 0.0109537 0.00378048 0.00258445 0.0186491 0.0160288 0.0147859 0.0128276
internal_count=3910 3797 3732 3690 3568 3440 2868 2631 2456 1928 1862 1526 132 1394 1262 1253 1244 818 336 753 713 553 281 250 572 528 503 453 417 388
is_linear=0
shrinkage=0.00140032


Tree=1038
num_leaves=31
num_cat=0
split_feature=31 1348 14 151 4 480 52 124 3 158 483 16 41 3 48 1213 13 52 1 47 484 156 457 3 2 3 1375 3 3 12
split_gain=0.00137213 0.00119582 0.00117391 0.00114923 0.00119434 0.00118821 0.00103765 0.000984213 0.00221878 0.000985191 0.00118089 0.00114292 0.00100928 0.0011648 0.00105458 0.000976537 0.000907613 0.000975289 0.000886942 0.00171611 0.000910757 0.000941294 0.000777058 0.000817908 0.000833499 0.000661507 0.00055591 0.000604982 0.000964825 0.000912933
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.52174999999999983 0.51224500000000017 0.086640000000000009 -0.51745999999999992 -0.50873999999999986 0.30601500000000009 0.087355000000000016 0.083960000000000021 -0.54165499999999989 0.078535000000000008 -0.12008499999999998 -0.09386499999999999 -1.0000000180025095e-35 0.15641500000000003 0.098910000000000012 0.10662500000000001 0.087850000000000025 0.085815000000000016 0.082150000000000015 -0.0015249999999999997 -0.089974999999999986 0.10488500000000002 0.094625000000000015 -0.43271999999999994 0.086245000000000016 -0.015794999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 -9 13 16 -15 -16 -13 -18 19 20 21 22 -17 -24 26 -20 -25 28 29 -28
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 -12 12 -14 14 15 18 17 -19 25 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00099359482884366556 -0.0011043375764656822 0.0011298707959527105 -0.00095303540097322703 -0.0009591211897728674 0.0010994481881653284 -0.00097780169282039885 -0.0011008606732293062 0.00098870871507783053 0.0011488401409849966 -0.00059551574218667835 -0.00089990047976475898 0.00080416579241569884 -0.00065165634293033357 -0.0011489724537728846 -0.00096863450851783451 -0.00096304727096755067 -0.00068440284098462143 0.00072732760985095386 0.0005727504725200692 -0.00096507491299928534 0.00066568453497348298 -0.0010889226170431273 -0.00053241399169956819 -0.00053974072640385171 -0.00040239929829204987 3.9292930721517931e-05 0.00077341210335403043 0.0007664186046442259 -0.00044447700614557052 -2.4030282917125147e-06
leaf_weight=0.0016743828944547614 0.0013423236374201499 0.0011004647138577175 0.0019620546692253873 0.0015349842707523811 0.0012114067803210551 0.0017785732446364824 0.0010596603718795441 0.0016347321587541893 0.0021990778496929755 0.0037574625145568854 0.001812257230826563 0.0043955956348184907 0.0028482192519021501 0.0010645526344710268 0.0013057612405091837 0.0010558377773648422 0.0014392487378671603 0.0011713394626724494 0.0059546495123772303 0.0025801097155329069 0.0025766861018690071 0.0011054486646093755 0.0027742642056338513 0.001080110447219341 0.0031015959483262625 0.0063266282064660118 0.0039325330428816412 0.0030550414338073048 0.00245612954671521 0.0040763697324819326
leaf_count=113 63 28 123 260 128 232 18 51 100 271 195 67 96 21 477 62 33 9 155 125 132 92 172 12 106 65 121 31 67 485
internal_value=0 -5.83862e-05 -7.69099e-05 -5.18627e-05 -3.0867e-05 -5.15894e-05 -2.59692e-05 -3.14734e-06 1.57041e-05 -2.61726e-05 1.22022e-05 4.28497e-05 1.32852e-05 5.1583e-05 -2.00452e-05 8.99708e-06 0.00048553 -5.09764e-05 4.08509e-05 -7.27494e-05 1.85609e-05 -5.50977e-05 -2.02109e-06 4.75338e-05 0.000138425 0.000297943 0.000253315 0.000316671 0.000185377 0.000378538
internal_weight=0 0.0716931 0.0705927 0.0686306 0.0672883 0.0660769 0.0642983 0.0627633 0.0617037 0.0595046 0.0557471 0.0539349 0.0523001 0.0494519 0.0424457 0.0413812 0.00700618 0.00261059 0.0400754 0.0277941 0.025214 0.0226373 0.0215319 0.020476 0.0177018 0.0122813 0.0146002 0.0135201 0.010465 0.0080089
internal_count=3910 3797 3769 3646 3583 3455 3223 2963 2945 2845 2574 2379 2328 2232 2123 2102 109 42 1625 1405 1280 1148 1056 994 822 220 716 704 673 606
is_linear=0
shrinkage=0.00114875


Tree=1039
num_leaves=22
num_cat=0
split_feature=2 3 158 41 457 16 50 0 43 4 2 3 157 3 0 0 4 52 43 160 16
split_gain=0.000208107 0.000381683 0.000298897 0.00028593 0.000372823 0.000386511 0.000275697 0.000264024 0.000177302 0.000436579 0.000265833 0.000329633 0.000315729 0.00036818 0.000291105 0.000483403 0.000248207 0.000181637 0.000220912 0.000161946 0.000190513
threshold=0.12238000000000002 0.12566000000000002 0.084965000000000027 0.078535000000000008 -0.067474999999999993 -0.50388999999999984 0.088425000000000017 -0.13506999999999997 -0.50992999999999988 -0.49837999999999999 0.11230000000000001 0.11476000000000001 -0.082104999999999984 -0.12817999999999996 -0.10575999999999998 -0.089879999999999974 -0.08422499999999998 -0.27466499999999994 -0.083899999999999988 0.086110000000000006 -0.19424999999999998
decision_type=2 2 2 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 -3 -7 -10 11 12 -11 -14 19 -16 -17 -18 -19 20 -15
right_child=1 7 -4 -5 5 6 -8 -9 9 10 -12 -13 13 14 15 16 17 18 -20 -21 -22
leaf_value=-0.0019621702142443649 0.0024154497752128137 -0.0018155356666057472 -0.0019029736587682583 -0.0017594649143034202 0.0022330820712470529 0.0019097037642330625 -0.0016024746276993064 0.0011634641313206468 -0.002464847287113818 -0.0019642083603469539 -0.0011985337842288228 0.0023430256258071213 0.0026910547335550895 0.00058100426865803309 -0.002492573171834512 -0.0015232357934147362 -0.0005996998773806553 0.0024776608751461288 0.00021274890843525252 -0.00011055232458400343 0.0028474018266680225
leaf_weight=0.0015513148285213321 0.001712796508918534 0.0010683782757219262 0.0017014146162794555 0.0016771369106933767 0.0016183723793914374 0.0010586416555913259 0.0016952739376855921 0.0011243807508960479 0.0011425094935715229 0.0010860542883470723 0.0019917507934993353 0.0015513291743080035 0.0012161949572728698 0.0013565649587645723 0.0014856854168752379 0.0011535887632324552 0.0013735360256913413 0.001483481557905118 0.0017036424204070911 0.0013155345181168343 0.0013754245579247152
leaf_count=259 270 59 368 148 112 35 501 88 126 150 150 41 79 30 235 287 131 127 595 48 71
internal_value=0 0.000897612 -0.000160849 -4.61221e-05 7.282e-05 0.000212459 5.66595e-05 -0.000287994 0.00020244 0.000103326 0.000274987 0.000469337 0.000254815 0.000448175 0.000205651 -0.000311956 0.000254997 0.000704789 0.00126698 0.0011264 0.00172203
internal_weight=0 0.00390556 0.0275375 0.025836 0.0241589 0.0226076 0.0209892 0.00219276 0.0192939 0.0182353 0.0170928 0.015101 0.0135497 0.0124637 0.0112475 0.00719993 0.00571425 0.00456066 0.00318712 0.00404752 0.00273199
internal_count=3910 417 3493 3125 2977 2718 2606 147 2105 2070 1944 1794 1753 1603 1524 1375 1140 853 722 149 101
is_linear=0
shrinkage=0.00429114


Tree=1040
num_leaves=25
num_cat=0
split_feature=1 151 133 49 49 11 49 13 16 52 16 52 52 16 16 52 4 4 13 16 0 3 16 52
split_gain=0.000237206 0.00033457 0.000247022 0.000237205 0.000430923 0.000359547 0.00035402 0.00046707 0.000224182 0.000356188 0.000320899 0.000219007 0.0003769 0.000370118 0.00027329 0.00020877 0.000199592 0.000358725 0.000297394 0.00025626 0.000148434 0.000144781 0.000126693 7.72183e-05
threshold=0.087545000000000026 -0.083919999999999981 0.10681500000000001 -0.047309999999999998 -0.006494999999999999 0.088160000000000002 -0.07107999999999999 -0.00059999999999999995 0.050115000000000007 -0.060039999999999989 0.51388000000000011 -0.11271999999999999 -0.082174999999999984 0.20277000000000003 -0.27337499999999998 0.071660000000000015 -0.0025899999999999994 0.25367000000000006 -0.021089999999999994 -0.057604999999999996 -0.080914999999999987 -0.089604999999999976 0.0063350000000000012 -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
left_child=1 -1 11 6 -5 8 7 -2 9 -6 -10 -3 22 14 -14 -16 20 19 -19 -18 -11 -17 -13 -9
right_child=3 2 -4 4 5 -7 -8 23 10 16 -12 12 13 -15 15 21 17 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.0026438758344522573 0.0023907370771787265 -0.0016250547123804969 -0.0021335573337691958 -0.0022335940221499834 0.0030309201024264162 -0.0021128946026088779 0.0030792828245643708 -0.001545260196800613 -0.0020169477080055373 0.0026833905966225421 0.00074234638149429087 0.00074214173947934146 0.00067394602475841583 0.0016144907330140142 -0.0024596832714087772 0.00029872793576150137 -0.0024244333919990753 0.0027886494091545911 -2.925761432478706e-06 0.00035639298833842697 0.00053491797486111738 -0.0017250334260790151 0.0027504446051827888 3.7612980107493034e-05
leaf_weight=0.0010875948755720852 0.0012776174982853661 0.0013317819324379929 0.00107769753063064 0.0013196806258184432 0.0010633843820679351 0.0010078844240188909 0.0011442712692728554 0.0010738473117761771 0.0013329412209919242 0.0010030584664413311 0.0015516185084365475 0.0011462544859646177 0.0016282690311348906 0.0013926562749118077 0.0016464023714198809 0.0014137146368496693 0.0012674216765784507 0.0010217591150448752 0.0017804582951053121 0.0010153662440526255 0.0012032575134239849 0.0010465426499841586 0.0010010344027531204 0.0010244795762446302
leaf_count=237 139 264 380 97 88 108 95 62 211 114 93 90 126 43 396 181 84 149 88 52 212 540 35 26
internal_value=0 -0.000455833 -0.000252167 0.000278365 5.72462e-06 0.00024702 0.00109666 0.000424654 0.000458646 0.000800924 -0.00053271 -6.10072e-05 0.000163575 -0.000292783 -0.000755941 -0.00132288 0.000475696 2.61964e-05 0.00101495 -0.00118754 0.00151168 -0.000562138 0.00167838 -0.000772444
internal_weight=0 0.0127719 0.0116844 0.018087 0.0135668 0.0122471 0.00452022 0.00337594 0.0112393 0.00835471 0.00288456 0.0106067 0.00927487 0.00712758 0.00573493 0.00410666 0.00729132 0.00508501 0.00280222 0.00228279 0.00220632 0.00246026 0.00214729 0.00209833
internal_count=3910 2292 2055 1618 1296 1199 322 227 1091 787 304 1675 1411 1286 1243 1117 699 373 237 136 326 721 125 88
is_linear=0
shrinkage=0.00412451


Tree=1041
num_leaves=24
num_cat=0
split_feature=1213 11 4 3 1 13 12 0 2 47 52 15 48 2 52 12 457 0 15 15 43 16 15
split_gain=0.000230102 0.000220829 0.000385084 0.000239219 0.000254863 0.000305557 0.000252365 0.000386259 0.000226805 0.000224571 0.000202084 0.000198119 0.000321136 0.000225944 0.000196938 0.000439583 0.000317604 0.000229151 0.000175715 0.000128094 0.000110487 0.000179607 0.000304666
threshold=-1.0000000180025095e-35 0.080455000000000013 0.24280000000000004 -0.14218999999999996 0.087545000000000026 -0.094679999999999986 -1.0000000180025095e-35 -0.053834999999999994 0.106285 0.084155000000000021 0.10599500000000002 -1.0000000180025095e-35 0.08407000000000002 0.091025000000000009 0.0033900000000000002 0.097345000000000015 0.081330000000000013 -0.15137999999999999 -0.059484999999999989 -0.10071499999999999 -0.082689999999999986 -0.27337499999999998 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
left_child=-1 3 -3 8 10 9 18 14 -2 -6 11 12 -5 -14 15 16 19 -16 -7 -8 -13 -22 -23
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12 20 13 -15 17 -17 -18 -19 -20 -21 21 22 -24
leaf_value=-0.0018827364657195346 0.00016189306210882999 -0.0029014907366426094 0.00034720566604077988 -0.0029218033029080599 0.0028412456653412466 0.0024654623830845774 -0.00089889969194561863 -0.002475240452178402 0.0028480351551166236 0.00036451470392139315 -0.0021786784116152869 0.001148476398585483 -0.0014789061674042165 0.0010501686173444063 0.0025191567295235022 0.0015494952311452389 0.00051473135690915418 -0.0001383069285604876 0.00035216762350789415 -0.0025183783041481584 0.0012350071593029673 0.0005082169090877798 -0.0022090407815123902
leaf_weight=0.0010497433049086726 0.0010517112599468517 0.0010935711920276861 0.0013127882183994188 0.0010300356502908597 0.001286941970395917 0.0010966563798937567 0.0018843053057633367 0.0010681326526729125 0.0010052220485885499 0.0011191759974593651 0.0010163439296051466 0.001486148857099856 0.0011484475787522652 0.00116200562676122 0.001047451237255359 0.0016907642522743238 0.0018402733549187644 0.0010751309456580316 0.001556300615499496 0.0013859766083021982 0.0010921354187960475 0.0015107547422896789 0.0012191627674794092
leaf_count=592 94 165 68 574 163 241 60 114 45 45 336 112 137 84 28 80 61 158 80 241 33 71 328
internal_value=0 4.41923e-05 -0.00112917 0.000149653 3.93877e-05 0.000368431 0.000117107 -0.000177244 0.00147461 0.00168922 -0.000473023 -0.000272584 -0.00104407 -0.000206948 9.78113e-05 -0.000237768 -0.000829062 0.0011731 0.00122574 -0.00158525 0.000212918 -0.00015086 -0.000705292
internal_weight=0 0.0291794 0.00240636 0.0267731 0.0247161 0.0150511 0.012645 0.00999203 0.00205693 0.00240612 0.00966503 0.00864869 0.00334049 0.00231045 0.0089239 0.00680132 0.00511056 0.00212258 0.00265296 0.00327028 0.0053082 0.00382205 0.00272992
internal_count=3910 3318 233 3085 2946 1271 1063 742 139 208 1675 1339 795 221 628 442 362 186 321 301 544 432 399
is_linear=0
shrinkage=0.00404364


Tree=1042
num_leaves=22
num_cat=0
split_feature=484 1 11 43 376 3 15 52 15 51 13 1 133 474 15 2 2 2 151 47 0
split_gain=0.000197614 0.000219922 0.000259453 0.00023523 0.000424621 0.000254985 0.000370088 0.000268398 0.000262588 0.000223913 0.000218102 0.000334686 0.000274234 0.000229738 0.000244707 0.000175289 0.000143659 0.000347065 0.000298449 0.000205143 0.000379273
threshold=-0.0043499999999999988 0.12811000000000003 0.088315000000000018 0.19761500000000001 0.048375000000000008 -0.12008499999999998 -0.015439999999999997 0.10218500000000001 -0.077959999999999988 -0.025709999999999997 -0.083514999999999992 0.08844500000000001 0.083815000000000014 0.084655000000000022 -0.11739999999999999 0.11085000000000002 0.094010000000000024 0.089910000000000004 0.077805000000000013 0.092255000000000018 -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
left_child=-1 2 3 4 5 6 -2 10 -9 -3 11 12 -7 14 -12 -8 17 19 -18 20 -16
right_child=1 9 -4 -5 -6 7 15 8 -10 -11 13 -13 -14 -15 16 -17 18 -19 -20 -21 -22
leaf_value=-0.0013157232826760668 0.0031468788467173972 -1.5924852222196233e-05 -0.0019034118923611039 -0.0019236938617488424 0.002329673167760558 -0.0016958468240290785 -0.00056222490369749103 -0.00017486105059089018 -0.0032132506412239645 0.002208284055852671 -0.0022932940102518185 0.0024841062793380829 0.00099421847731809179 0.0014018637312572431 -0.0023941994933824769 0.0015917676068432853 -0.0022893933555493983 0.0019186136357023497 0.00064321713131712814 0.00096655083084994748 0.00057561399717128163
leaf_weight=0.0019521271560171685 0.0010000060440087388 0.0015887011420940844 0.0012890998707677506 0.0010361525733349189 0.0014480222414772195 0.0011072634576336721 0.0019263828951743235 0.0010070866854325344 0.001006606208740656 0.0016158251064938281 0.00129125870678531 0.0013475875256969694 0.001701238329337329 0.0011475821306656817 0.0017464250329853846 0.0010241659053065177 0.0015730479192503921 0.0013447691743766477 0.0010076190288357267 0.001172182399229893 0.0013489808809874684
leaf_count=612 83 88 118 205 136 229 128 122 341 228 95 116 143 153 244 20 263 89 27 56 414
internal_value=0 6.91189e-05 -6.63079e-05 3.56103e-05 0.000127057 -2.66345e-05 0.000935077 -0.000252761 -0.00169369 0.00110559 -5.65472e-05 0.00076062 -6.63509e-05 -0.000375985 -0.000591102 0.000185448 -0.000322828 5.49268e-05 -0.00114436 -0.000532344 -0.00109995
internal_weight=0 0.02773 0.0245255 0.0232364 0.0222002 0.0207522 0.00395055 0.0168016 0.00201369 0.00320453 0.014788 0.00415609 0.0028085 0.0106319 0.00948428 0.00295055 0.00819302 0.00561236 0.00258067 0.00426759 0.00309541
internal_count=3910 3298 2982 2864 2659 2523 231 2292 463 316 1829 488 372 1341 1188 148 1093 803 290 714 658
is_linear=0
shrinkage=0.004207


Tree=1043
num_leaves=22
num_cat=0
split_feature=14 1 157 4 2 3 12 160 3 16 150 12 15 50 49 48 3 3 475 457 13
split_gain=0.00020126 0.000196254 0.000282049 0.000230166 0.000424993 0.000311292 0.000245382 0.000424689 0.000393287 0.000196 0.000319505 0.000286596 0.000234238 0.000227642 0.000319111 0.00023319 0.000199583 0.000234103 0.000171026 0.000170623 0.000135311
threshold=0.077685000000000018 0.076710000000000014 -0.062769999999999979 -0.083329999999999987 0.106285 -0.089974999999999986 0.085185000000000025 0.084835000000000008 -0.078669999999999976 -0.063614999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 0.099470000000000017 -0.047309999999999998 0.091065000000000021 0.082730000000000012 -0.075679999999999983 -0.048844999999999993 0.018630000000000004 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 4 5 -1 -5 8 -8 10 -4 -11 -12 14 19 20 17 -13 -3 -14 -16
right_child=-2 2 9 6 -6 -7 7 -9 -10 11 12 16 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0019432036967117349 -0.0018182755702233538 0.0026885070738343121 -0.0014551245805172848 -0.0024866210474533555 0.0021561767265065243 0.00068212383012008365 -0.0032471653973145422 0.0018065457792651614 0.0002196143630067302 0.00092716287674851009 0.0025515757828221196 -0.0017851505282994145 0.00051278926612050772 0.0023222777643555547 -0.00069791307738577486 -0.0019646656484795673 -0.0023106360327790573 0.0006522888043924667 0.00037279267458534916 0.002653302726012829 0.001311896922194609
leaf_weight=0.0015846361642009033 0.0010616630889359593 0.0012951021597995549 0.0013373293023093416 0.001517781873526137 0.0014063340310590533 0.0016130785047896992 0.001113385648295522 0.0010260714554243267 0.0012070517793158495 0.0017880899478721624 0.0011173894674740828 0.0012415694647135989 0.0019002824900242734 0.0010401471126548767 0.0013294183872702972 0.001394847030951496 0.0015078810747506388 0.0015911949882569951 0.00100055605954985 0.0010090862781650944 0.0010701285065355419
leaf_count=214 126 171 64 394 29 198 615 151 390 156 201 259 96 130 194 38 103 127 101 74 79
internal_value=0 4.7732e-05 0.000298462 -0.000445423 0.000228788 -0.000618864 -0.00108356 -0.000447217 -0.00144381 0.000104327 0.000461647 -0.000490278 0.000750922 0.000491101 0.000206977 -0.000596756 -0.00107418 -0.000416014 0.00167921 0.00125521 0.000198404
internal_weight=0 0.0280914 0.018623 0.00946834 0.00460405 0.00319771 0.00486429 0.00334651 0.00232044 0.0163274 0.0101986 0.00612874 0.0088613 0.00774391 0.00670376 0.00379439 0.00434065 0.00283276 0.00229566 0.00290937 0.00239955
internal_count=3910 3784 1793 1991 441 412 1550 1156 1005 1521 876 645 812 611 481 311 489 386 272 170 273
is_linear=0
shrinkage=0.004207


Tree=1044
num_leaves=22
num_cat=0
split_feature=150 484 41 150 151 4 43 43 42 3 15 13 16 15 12 3 15 1374 1 0 457
split_gain=0.000176044 0.000343372 0.000259254 0.000221459 0.000534848 0.000260717 0.000269221 0.000482738 0.000476999 0.000308691 0.000277618 0.000355784 0.000325495 0.000393487 0.000237908 0.000235541 0.000333283 0.000220157 0.000269652 0.000213293 0.000201213
threshold=0.082085000000000019 -0.0043499999999999988 0.078535000000000008 -0.20684999999999998 -1.0000000180025095e-35 0.27608500000000008 -0.074254999999999988 -0.0037249999999999996 -0.09602999999999999 -0.075954999999999981 -0.10192499999999999 -0.094679999999999986 -0.19424999999999998 0.079360000000000014 0.09641000000000001 -0.12817999999999996 0.041585000000000004 -0.094679999999999986 0.085835000000000009 -0.087749999999999981 0.072090000000000015
decision_type=2 2 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 -6 15 -9 14 -13 19 -12 -10 -17 -2 -19 -14 -20
right_child=17 2 -4 4 5 -7 7 10 9 -11 11 12 13 -15 -16 16 -18 18 20 -21 -22
leaf_value=-0.0022261185943277815 -0.00093674638640829926 0.002040380072081007 -0.0018568120286765047 -0.0023200442958764586 -0.0016252176133624049 0.0019632992355334399 -0.0030084241520838637 -0.0020757987911947579 0.0023326416456772082 0.0029313458396646205 0.0025836571492621058 -0.0025323586095424835 0.0024789905218850833 -0.002007864886904119 8.1258086705068405e-06 -0.0013774936023866874 0.0015919362280288239 -0.00051325110782737425 0.00096755180257958415 -0.00010192390768064567 0.0032515427993496339
leaf_weight=0.0014231259136993071 0.0012296402288622943 0.0010005088542399667 0.0013699596119298709 0.0017115565502914256 0.001307829860937082 0.0014088418170422603 0.0011688526747145002 0.0010956782429542792 0.0010797144363436928 0.0014817077270903251 0.0015364621871326537 0.0010929646727966206 0.0011307218258074236 0.0010656109768986122 0.0011582877239959544 0.0015290345910525527 0.0012775218074364547 0.0013019297360501439 0.0019000474948032142 0.0012321243045210466 0.0011342358581187817
leaf_count=579 62 34 149 196 115 245 612 95 34 129 87 34 39 388 20 240 188 134 185 213 132
internal_value=0 -0.000184346 -5.01168e-05 7.1945e-05 -3.02205e-05 0.000192898 3.85201e-05 -0.0004263 0.000698638 0.00126481 -6.31893e-05 0.000242398 -0.000493189 0.000156882 0.00147661 0.000629417 -2.58331e-05 0.000665906 0.00112038 0.00113315 0.00182132
internal_weight=0 0.0230705 0.0216474 0.0202774 0.0192769 0.0175654 0.0161565 0.0094807 0.00667581 0.00536798 0.00831185 0.00721617 0.00452142 0.00342846 0.00269475 0.00388627 0.00280656 0.00556585 0.00433621 0.00236285 0.00303428
internal_count=3910 3397 2818 2669 2635 2439 2194 1488 706 591 876 781 674 640 107 462 428 513 451 252 317
is_linear=0
shrinkage=0.00429114


Tree=1045
num_leaves=31
num_cat=0
split_feature=31 151 1348 4 11 14 484 52 1213 4 2 1373 160 4 52 50 123 150 43 16 15 12 1 0 3 124 51 39 47 47
split_gain=0.00134821 0.00105067 0.00127147 0.00109378 0.00133855 0.000948097 0.000831491 0.000800527 0.000776661 0.000929966 0.00118053 0.000966233 0.000861473 0.000918525 0.0012474 0.000750282 0.000716433 0.000684055 0.000685767 0.000809621 0.00113576 0.00100503 0.000678688 0.00074204 0.000650555 0.000618654 0.000688459 0.000942565 0.000694505 0.00075964
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.27608500000000008 0.08184000000000001 0.077685000000000018 -0.0043499999999999988 -0.51745999999999992 -0.081334999999999977 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085770000000000013 -0.23730999999999999 -0.49837999999999999 0.10433000000000002 0.11901000000000002 1.0000000180025095e-35 0.086420000000000011 -0.23811499999999999 -0.19424999999999998 0.084050000000000014 0.086865000000000012 0.076710000000000014 -0.084074999999999997 0.10223 -0.089334999999999984 -0.40274499999999996 0.14126000000000002 0.13135500000000003 0.11291500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 24 -8 -9 12 -11 25 -10 14 -14 -5 17 18 -15 -20 22 -22 23 -21 -3 -12 -27 28 29 -28
right_child=1 2 -4 15 -6 -7 7 8 9 10 11 -13 13 16 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012029165411999601 -0.0013569977982116786 -0.0013262113211111278 0.0013442272999214435 0.00061804414039994806 -0.0014003991998439286 -0.0011734550402096367 -0.0012171063114428137 -0.0010312159827296323 -0.00079199737699273294 -0.0013987047301965683 -0.0010175677106095266 -0.0014005455874141486 -0.0013097890818974734 -0.00063830628802784631 0.00045378885488022672 -0.00064005740863435582 0.0013995758640141423 -0.00056660876456564671 -0.00046428056850517622 -0.00061642865673467557 -0.0010433139970160224 0.00041640864208790905 0.001131125395708196 0.00072270237693128055 7.4308308102639844e-05 -0.00075112796442522835 3.7137926023126351e-05 0.001400865903732094 -0.0010403905649591745 0.0012583196755222075
leaf_weight=0.0016862779148461007 0.0012119426904533262 0.0017637380919817138 0.0012736176861753981 0.0063539547163120593 0.0015996980790999862 0.0015655795425679733 0.0010780736612638888 0.0013812319468000647 0.0015672894996853195 0.0014664302852338542 0.0011357642047045138 0.0010488591485398038 0.0015675362175926353 0.0011692223086088261 0.0015782978298375383 0.0010887667765473452 0.0012856122725928279 0.0015679050832027022 0.0016354098679585002 0.001052270463662075 0.0013285273342527057 0.0030442232497314148 0.0060039178478064059 0.0035447014200187463 0.0010302766383176731 0.001865917495312174 0.011581194839255245 0.0010963568461193072 0.0010543153982780504 0.0010931325324321515
leaf_count=113 65 518 42 332 155 78 162 350 193 47 17 17 50 72 6 18 77 117 14 143 123 505 110 66 31 71 384 5 13 16
internal_value=0 -6.55685e-05 -4.06546e-05 -6.93119e-05 -0.000138547 -0.000100103 -6.71144e-05 -2.40163e-05 3.3109e-06 3.45873e-05 -0.000188417 -9.43906e-05 0.000213572 0.000279854 -0.000424984 0.000434001 0.000387324 0.000320056 0.000398253 0.000471224 0.000573399 -2.70837e-05 0.000821091 0.000416168 -0.000809778 -1.75411e-05 5.05076e-05 0.000151404 5.16229e-05 0.000142462
internal_weight=0 0.0640338 0.0628218 0.0615482 0.0541055 0.0525058 0.0509402 0.0481462 0.0470681 0.0456869 0.020342 0.0188755 0.0253449 0.0237776 0.00314583 0.00744272 0.0206318 0.0193462 0.0177783 0.0166091 0.0149736 0.00437275 0.0106009 0.00459697 0.00279401 0.0178267 0.0166909 0.014825 0.0137286 0.0126743
internal_count=3910 3797 3732 3690 3340 3185 3107 2558 2396 2046 570 523 1476 1283 56 350 1227 1150 1033 961 947 628 319 209 549 506 489 418 413 400
is_linear=0
shrinkage=0.00140032


Tree=1046
num_leaves=23
num_cat=0
split_feature=2 128 41 2 158 160 403 48 457 14 4 1374 52 39 42 160 2 15 15 2 13 47
split_gain=0.000180751 0.000251451 0.000208269 0.000221321 0.000238436 0.000240931 0.000265935 0.000245963 0.000334188 0.000217981 0.000235861 0.000261867 0.000188117 0.000271659 0.000246048 0.000207058 0.000228081 0.000275616 0.000206815 0.000176831 0.000105787 7.38811e-05
threshold=0.14808000000000002 0.086435000000000012 0.078535000000000008 -0.0098549999999999974 0.085745000000000002 -0.23073999999999997 0.087440000000000004 -0.086624999999999994 -0.068264999999999978 -0.23083499999999998 -0.49837999999999999 -0.094679999999999986 -0.24456499999999998 0.005105000000000001 0.091590000000000019 0.090735000000000024 0.091025000000000009 -0.098459999999999978 0.05377500000000001 0.10705000000000002 -0.091849999999999987 0.079525000000000012
decision_type=2 2 2 2 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 -9 -10 -11 -12 21 14 15 16 17 -14 -19 20 -18 -13
right_child=-2 -3 -4 4 -6 6 -8 8 9 10 11 12 13 -15 -16 -17 19 18 -20 -21 -22 -23
leaf_value=0.0014672928085640068 0.0013309551384706377 -0.0016635499181396189 -0.0011962737457317553 -0.001495891282353845 -0.0014573475930886868 -0.0011649617923535946 -0.0014502669223546178 -0.0015339184427326526 -0.00084828945402882106 -0.00078941406644466292 -0.00078476543721848287 -0.00077491240086938228 -0.00070500443432049251 0.0025582762516412044 -0.00066655245980489441 -0.0003734050683727551 0.0030990991638825613 0.0019499048375875168 0.00030067077528737548 0.00077959293652486977 0.0016757792081750903 0.00051900230149534037
leaf_weight=0.0012386571460217778 0.0010988897646237996 0.0010866541098624163 0.0015732935825580876 0.0010583474064256295 0.0012188256509003672 0.0013185542234399597 0.0011147464339343041 0.0010226037020785719 0.0013562238275135466 0.0013538519196716224 0.0012703421919280098 0.0010178337951711651 0.0012102953126334418 0.0011349483025251414 0.0011425941784884994 0.0011154911983544133 0.0011382344263530797 0.001837710125949495 0.0016538842811313348 0.0012445551939559429 0.0012591432935535329 0.00100307395088306
leaf_count=215 173 254 175 271 303 76 264 206 77 121 62 191 66 104 318 79 22 160 448 129 134 62
internal_value=0 -6.85721e-05 -2.62929e-06 7.33707e-05 -1.91258e-07 7.96211e-05 0.000158296 0.000247599 0.000346877 0.000455304 0.000563226 0.000685082 0.000820803 0.000984978 0.000816555 0.0009957 0.00117874 0.000686399 0.0011687 0.00181436 0.00235155 -0.00013268
internal_weight=0 0.0273699 0.0262832 0.0247099 0.0234713 0.0222524 0.0211941 0.0200793 0.0187608 0.0177382 0.016382 0.0150281 0.0137578 0.0117369 0.0106019 0.00945931 0.00834382 0.00470189 0.00349159 0.00364193 0.00239738 0.00202091
internal_count=3910 3737 3483 3308 3093 2790 2519 2255 2179 1973 1896 1775 1713 1460 1356 1038 959 674 608 285 156 253
is_linear=0
shrinkage=0.00338353


Tree=1047
num_leaves=31
num_cat=0
split_feature=31 1429 15 1348 14 51 484 15 133 13 52 403 3 39 0 0 16 13 2 457 151 13 394 43 51 52 4 3 49 13
split_gain=0.00121719 0.000840579 0.000825035 0.00126865 0.00140823 0.00116278 0.000746295 0.000777153 0.000792248 0.000913217 0.00122756 0.00107012 0.000784076 0.000793535 0.00102527 0.00146335 0.0013171 0.000837886 0.000810975 0.000895514 0.000715323 0.00070584 0.000680702 0.000962878 0.000498398 0.000480107 0.000667419 0.000629558 0.00081509 0.000453872
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 0.093505000000000019 0.077685000000000018 0.11024000000000002 -0.0043499999999999988 -0.19153499999999998 -0.26719999999999994 -0.10023999999999998 0.11588000000000002 -0.088854999999999976 -0.15002999999999997 0.16168500000000002 -0.10575999999999998 -0.089879999999999974 -0.070594999999999977 0.17936000000000002 0.11339500000000001 -0.066264999999999991 -0.086834999999999982 0.11596500000000001 -0.079609999999999986 -0.0031199999999999995 0.10680500000000001 0.084240000000000023 -0.084009999999999987 -0.078884999999999997 -0.078209999999999988 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 5 4 6 -3 24 -8 -9 10 20 -11 29 14 16 -16 18 21 19 -14 -10 22 -17 25 -4 26 -24 28 -28 -13
right_child=1 2 3 -5 -6 -7 7 8 9 11 -12 12 13 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011729612452597103 -0.0010370687195403177 0.00091895975236649962 -0.0013441634693360208 0.0013340930869579042 -0.0013067195767817062 -0.00071375668935336179 -0.0010666858524639338 -0.0011401863269413278 -0.0004218170512689851 -0.001346004783159034 -0.00098432950248333699 0.001122961489636238 -0.001039677427147178 0.001006326210544275 -0.0011875249924558815 0.00093111946898864978 0.00088190528202290318 -0.00088171944015369452 -0.001027936288917685 0.00025669294743739979 0.00076418623440013031 0.00093603406680655993 0.0010381560979554766 -0.00079266659060117694 -0.00014459001626055185 -0.00057071126399537569 0.00042387584563161426 0.00045550878367284892 -0.0011592915315601223 0.00015407759942219783
leaf_weight=0.0014755701100290777 0.0015674833197094609 0.0032916034131207353 0.0013509624935106315 0.0011205812280934415 0.001732139286592548 0.0010397966735524733 0.0012916022231768123 0.0010953951858581048 0.0010719215265453386 0.001157343455584269 0.0010059773812045592 0.0015258243117317527 0.0011262093141048996 0.0011432056099351931 0.0030304521424653228 0.0010005569474778051 0.0033879516873937992 0.0025416889749765295 0.0014370049803176252 0.0067567060001181272 0.0065547005480235399 0.0012206920707171784 0.0013799299100680697 0.0037153351991406078 0.0011715741723579143 0.0018389095679439693 0.0010010698839835203 0.0024838453616755803 0.0014316186977225594 0.0020562203533671664
leaf_count=113 179 242 445 30 115 21 78 178 22 427 20 37 24 19 197 72 79 65 33 112 141 20 43 318 78 321 30 115 273 63
internal_value=0 -6.42839e-05 -3.84222e-05 -8.32536e-05 -0.000112936 0.00052701 -7.29988e-05 -3.64299e-05 -8.68572e-06 1.77601e-05 0.00041316 -7.15133e-05 -3.17308e-05 -9.57376e-05 -0.000134681 -0.000327396 0.000163222 -0.000170502 -9.80314e-05 7.14843e-05 0.000597494 -4.2041e-05 -0.000134945 -0.000224953 -0.00078703 3.43163e-05 0.000211017 -2.1137e-05 -0.000507806 0.000566788
internal_weight=0 0.0605283 0.0589608 0.0546294 0.0535088 0.0043314 0.0517767 0.0492542 0.0479626 0.0468672 0.0086326 0.0382346 0.0370772 0.0334952 0.032352 0.0196441 0.0127079 0.0166136 0.00931992 0.00788292 0.00762662 0.014072 0.0128513 0.0118507 0.00252254 0.00813537 0.00629646 0.00491653 0.00243269 0.00358204
internal_count=3910 3797 3618 3355 3325 263 3210 2687 2609 2431 183 2248 1821 1721 1702 1454 248 1257 169 136 163 1192 1172 1100 523 782 461 418 303 100
is_linear=0
shrinkage=0.00134594


Tree=1048
num_leaves=22
num_cat=0
split_feature=1 2 2 4 3 3 15 48 151 52 48 49 3 52 49 0 4 0 2 1 4
split_gain=0.000188404 0.000233195 0.000241672 0.000284163 0.000189608 0.000243553 0.000311222 0.000495947 0.000246234 0.000245624 0.000207508 0.000184305 0.000216165 0.000229867 0.000195804 0.000192627 0.000170298 0.000193593 0.000164539 0.000210818 0.000112808
threshold=0.095575000000000007 -1.0000000180025095e-35 0.14073000000000005 -0.032604999999999995 -0.115685 -0.089974999999999986 -0.0058549999999999991 0.08407000000000002 -0.0074049999999999993 0.086950000000000013 0.086935000000000012 -0.045004999999999996 -0.074234999999999982 0.0053050000000000007 0.0062100000000000011 -0.17106499999999999 -0.083329999999999987 -0.09194999999999999 0.106285 0.076710000000000014 0.26048500000000002
decision_type=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 18 -6 7 -7 10 16 -9 15 -13 14 20 -5 -8 -18 19 -1 -14
right_child=1 2 -4 11 5 6 9 8 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0011478443987399446 0.0016252681274316803 -0.0016847317588996656 0.0017711322059109039 0.0022495753649913589 -0.0021790855551766979 -0.0029384896549759817 0.0016804947261905327 0.0016031559324968428 -0.0017437451110124233 -0.0011029710223056648 -0.00070437926374617929 0.00093038204939079679 -0.002380460936169252 0.00078446315666402193 0.0003118450915541681 5.091277937906136e-05 0.0013525861018401579 -0.0007549833823845526 0.0017001301018811621 0.0011384303263299489 -0.00072360369314256425
leaf_weight=0.0012635993693155276 0.0017189366494873579 0.0013628810780930171 0.0011595956763239554 0.0011146396848120688 0.0011802334978973103 0.0014404830932142915 0.0016264993446317728 0.0011347354106234775 0.0011020650898882489 0.0014528330020410485 0.001128573099995922 0.0019525546772225537 0.0014019746792559504 0.0013106437461090081 0.0010211176525878329 0.0012029321435278488 0.0010734986063951641 0.0015414584268414969 0.0010938101216932949 0.0010913641273624375 0.0010386669328817932
leaf_count=82 207 245 179 44 378 709 198 29 206 502 90 137 51 69 55 88 53 367 23 126 72
internal_value=0 0.000315752 0.000121115 -6.27658e-05 -0.000306126 -0.000537916 -0.000353446 -0.00106752 -0.000266688 0.000249217 0.00045253 0.000181695 -0.000137655 -0.000574626 -0.00108919 0.00110836 0.000712384 0.000110221 0.000478908 -8.83128e-05 -0.00167535
internal_weight=0 0.0132839 0.011565 0.0104054 0.0151292 0.0116804 0.0105001 0.00480586 0.00336537 0.00569429 0.00226331 0.00904253 0.00672496 0.0047724 0.00346176 0.00231757 0.00424146 0.00261496 0.00344877 0.00235496 0.00244064
internal_count=3910 1147 940 761 2763 2532 2154 1034 325 1120 119 516 384 247 178 132 618 420 231 208 123
is_linear=0
shrinkage=0.00381041


Tree=1049
num_leaves=21
num_cat=0
split_feature=124 158 50 133 47 1 4 12 11 3 123 151 457 49 457 0 0 4 3 52
split_gain=0.000180173 0.000214543 0.000256625 0.000226522 0.000256056 0.000325822 0.000518653 0.000275995 0.000284096 0.000425124 0.000183645 0.000196554 0.000202773 0.000270722 0.000227801 0.00016133 0.000150078 0.000225258 0.000221957 0.000153232
threshold=0.08919500000000001 0.087355000000000016 0.10119500000000002 0.099765000000000006 0.12339500000000002 0.11561500000000001 0.24280000000000004 0.099370000000000014 0.080455000000000013 -0.115685 0.08363000000000001 -0.090394999999999989 0.082870000000000013 -0.029304999999999998 0.41137000000000007 -0.010494999999999999 -0.11524 -0.0021099999999999995 -0.078884999999999997 -0.0066199999999999991
decision_type=2 2 2 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 15 11 -11 13 -13 -14 -1 19 18 -18 -15
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 12 14 16 -16 -17 17 -19 -20 -21
leaf_value=0.00074565617684286991 0.0013993568546461525 -0.0014436931842058554 -0.0014770283230279696 -0.0011895666750685592 -0.0016375742715458929 0.00017029235413929791 0.0033170213851028739 -0.0016274203569878677 -0.001639995031839948 -0.0015962294126528605 0.0016189927575899258 -0.0016584458460876716 0.0021216591276805061 -0.00023121488249351271 -0.00023533418686421973 0.0027524616010482545 -0.00080998159535339298 -0.0013679439897927807 0.0011175850233597596 0.0016443786744328541
leaf_weight=0.0010157468736267106 0.0012041815045318307 0.0015140264480742729 0.0015333228214615682 0.0017600782292722097 0.0010061242876462364 0.0018411919667977719 0.0012122492819577335 0.0012048984438994262 0.0010681185726371103 0.0010230902307389886 0.0010228965866212478 0.0013873651774711808 0.0013151647561535649 0.0010245755603079942 0.0010130215447645696 0.0012433737375563353 0.0014320042302169121 0.0016496503278514265 0.0019952214931254764 0.0014946298451015104
leaf_count=62 76 378 444 472 58 130 187 203 119 151 119 135 66 36 22 50 706 206 231 59
internal_value=0 -7.78104e-05 4.11349e-06 9.99012e-05 0.000203301 0.000291738 0.00141958 9.92374e-05 0.000223928 0.000351413 9.79352e-05 -2.82033e-05 0.000113618 -0.000141007 0.0010961 0.00185016 0.000136142 -0.000233745 0.000312186 0.000881564
internal_weight=0 0.0267568 0.0252427 0.0237094 0.0219493 0.0209432 0.00305344 0.0178898 0.0166849 0.0156167 0.0133576 0.0123347 0.0113116 0.00898345 0.00232819 0.00225912 0.00759608 0.00507688 0.00342723 0.00251921
internal_count=3910 3834 3456 3012 2540 2482 317 2165 1962 1843 1731 1612 1461 1373 88 112 1238 1143 937 95
is_linear=0
shrinkage=0.0037357


Tree=1050
num_leaves=21
num_cat=0
split_feature=14 1 0 157 13 13 13 132 16 15 1 150 4 16 52 1 42 1 133 2
split_gain=0.000167248 0.000154685 0.00025678 0.00021773 0.000195177 0.000311232 0.000230996 0.000175199 0.000164531 0.000245291 0.000186273 0.000179278 0.000210663 0.000236418 0.000255406 0.000221077 0.000181985 0.000177113 0.00015192 0.000142785
threshold=0.073890000000000011 0.077800000000000022 -0.084074999999999997 -0.073574999999999988 0.17936000000000002 0.083175000000000013 -0.074599999999999986 0.079995000000000011 -0.055679999999999993 -0.064869999999999983 0.10678000000000001 -1.0000000180025095e-35 0.24280000000000004 -0.19424999999999998 1.0000000180025095e-35 0.094385000000000011 0.084745000000000015 0.14132000000000003 0.084285000000000013 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -3 5 6 19 8 11 -10 -11 -5 13 -13 15 -15 -14 -12 -1 -4
right_child=-2 3 4 7 -6 -7 -8 -9 9 10 17 12 16 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0027806528177694184 -0.0016320268509881371 0.0016215761185219991 0.0014420841854386878 -0.0012205339985078471 -0.0015847850873713203 0.0025450059023898993 -0.0014300683198017294 0.0018334646506117996 -0.0019397764863098392 -0.0012598347015050065 0.0021351770373150641 -0.0018051709275579556 0.0022374006009697853 -0.0011967494481150574 0.0023579386712152786 0.0011145869592205915 0.00010281899017387386 -0.00038076354023213935 -0.00064143489874331672 -0.00057388205360673131
leaf_weight=0.0010866302233520078 0.001128186307992606 0.001999874784897048 0.0016367569132523787 0.0011992747190703321 0.00111150239932023 0.0010028180238919049 0.0015549888188010081 0.0010228728913923577 0.0017300572647940271 0.0012394110269220446 0.0010047878166665747 0.0010421276668264329 0.0019491743518947335 0.0016526446108469078 0.0010089494703517943 0.0014139864420434911 0.0011810988371319109 0.0010574451051752476 0.0013974428500193314 0.00106976735825004
leaf_count=560 135 244 220 59 75 58 573 136 215 278 84 32 158 232 75 122 129 19 434 72
internal_value=0 5.51557e-05 -0.000406838 0.000289031 4.9149e-05 0.000394135 -0.000112007 0.000117121 -4.13115e-06 -0.000630923 5.49152e-05 0.000329704 0.000555112 1.87646e-05 0.000485146 -0.00013102 0.00143199 0.000845086 -0.00157721 0.000645263
internal_weight=0 0.0263616 0.00885991 0.0175017 0.00637583 0.00526433 0.00426151 0.0155018 0.014479 0.0050317 0.00330164 0.00944726 0.00824798 0.00511771 0.00407558 0.00306663 0.00313027 0.00206223 0.00248407 0.00270652
internal_count=3910 3775 1992 1783 998 923 865 1539 1403 596 381 807 748 461 429 354 287 103 994 292
is_linear=0
shrinkage=0.00429114


Tree=1051
num_leaves=31
num_cat=0
split_feature=31 158 52 133 1 151 159 160 159 14 3 47 42 47 123 49 151 0 13 0 12 3 160 12 12 49 42 15 124 48
split_gain=0.00126924 0.000914564 0.000835897 0.000949776 0.000758249 0.00113617 0.000747155 0.000643761 0.000579787 0.000576445 0.000557794 0.000773697 0.000838186 0.00058587 0.00053943 0.00062136 0.000802215 0.000587669 0.000982417 0.000666577 0.000599257 0.000729954 0.00057299 0.000525172 0.000582801 0.000500289 0.000620039 0.000596344 0.000859326 0.000598446
threshold=-1.0000000180025095e-35 0.11136500000000001 -0.51745999999999992 -0.26719999999999994 0.10113500000000002 -0.40391999999999995 0.085280000000000009 -1.0000000180025095e-35 -0.088639999999999983 0.064610000000000015 -0.15002999999999997 1.0000000180025095e-35 -0.09602999999999999 0.096770000000000009 0.083855000000000013 -0.085974999999999982 0.083140000000000006 -0.014809999999999999 -0.083924999999999986 -0.060094999999999989 -0.0089849999999999982 0.099570000000000006 0.090735000000000024 0.086935000000000012 0.093125000000000013 0.11115500000000002 0.088115000000000013 1.0000000180025095e-35 -0.0055999999999999991 0.11930500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 -7 10 -5 12 -12 -13 15 16 -14 19 -19 20 -17 22 23 -22 -25 26 27 28 -9 -30
right_child=1 -3 3 4 5 6 -8 25 -10 -11 11 13 14 -15 -16 17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0011390116958267444 -0.001133853866127719 -0.0012525701228168038 -0.0011193447218744562 0.00040861238954813988 -0.0010857642130521507 0.00015673447599300248 0.0009632588637501461 -0.00087202657229076797 -0.00094233402486011946 -0.0010744527964039248 -0.0011242407559557818 -0.0013197067735531169 -0.0013196510716359229 -3.7746388078850428e-05 0.0008244774952119538 -0.00088995331016874396 0.00013317832981689682 0.00015035810038681533 -0.0011336682561635585 0.0010866615775121853 0.00034882182001653983 0.0011576017543043881 -0.00074738495403372835 -0.00075837365418364542 0.00032246218143883426 0.0009210385225221177 0.00070421002373735587 -0.00055191030821175816 0.00065113565335720358 -0.00043791597553766365
leaf_weight=0.0015660956412231189 0.0011936559256744408 0.0011074773040551369 0.0013289958080553435 0.0035325145155837801 0.001123836849643566 0.0018698570342792209 0.0024315349919810094 0.001039549736452817 0.0015111633368292124 0.0010601698220717983 0.0012615289179709324 0.001622650818299042 0.0014671518478799319 0.0010053058771393175 0.0012467206331194794 0.0010819916907394101 0.0012055725791526584 0.0023195846962380529 0.0018771727884203801 0.0011785252767886325 0.0071233604787117565 0.0011060290808835313 0.0014276892714431009 0.0019407518250416089 0.0015725148708984893 0.0019832096127174745 0.0031964300791607067 0.0023000072957728435 0.0044381415906791224 0.0010954309788075989
leaf_count=113 275 155 222 58 26 51 168 53 48 93 188 96 59 121 44 41 34 17 79 53 523 17 92 539 366 59 101 39 162 18
internal_value=0 -6.52204e-05 -4.15449e-05 -1.7554e-05 1.00643e-05 0.000205001 0.000278024 0.000182452 -0.000334499 -0.000117681 -8.49272e-05 -0.000148471 -7.63516e-05 -0.000829302 -2.02111e-05 -6.74342e-05 -0.000664331 1.38461e-05 -0.000423976 0.000132921 5.40564e-05 0.00013161 3.75497e-05 0.000142907 -0.000274599 0.000306828 0.000205904 2.63957e-05 0.000228751 0.000435546
internal_weight=0 0.0566485 0.055541 0.0543474 0.0530184 0.0209892 0.0198653 0.0174338 0.00338102 0.0320292 0.0309691 0.0274366 0.0248086 0.00262796 0.0235471 0.0223003 0.00267272 0.0196276 0.00419676 0.0154309 0.0142523 0.0131703 0.0120643 0.0106366 0.00351327 0.0140528 0.0120696 0.00887313 0.00657312 0.00553357
internal_count=3910 3797 3642 3367 3145 725 699 531 99 2420 2327 2269 2052 217 1864 1820 93 1727 96 1631 1578 1537 1520 1428 905 432 373 272 233 180
is_linear=0
shrinkage=0.00131955


Tree=1052
num_leaves=22
num_cat=0
split_feature=484 15 11 48 43 48 51 1 403 403 160 133 13 16 52 51 0 16 4 2 16
split_gain=0.000179371 0.000186915 0.000271064 0.000205257 0.000366441 0.000357152 0.000325838 0.000273995 0.00024476 0.000358095 0.000295906 0.000334169 0.000291087 0.000267594 0.000204228 0.000266563 0.000447832 0.000199227 0.000154613 9.38281e-05 4.72774e-05
threshold=-0.0043499999999999988 -0.24219999999999997 0.08184000000000001 0.016865000000000002 -0.049504999999999987 0.086125000000000021 0.089795000000000014 0.077800000000000022 0.088015000000000024 0.019620000000000002 -0.082384999999999986 -0.0056849999999999991 -0.083924999999999986 0.18126 0.091210000000000013 -0.24028999999999998 -0.10131499999999999 -0.19424999999999998 -0.14301 0.093070000000000014 -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
left_child=-1 -2 3 8 7 -6 19 -5 9 10 -3 -12 13 20 15 -14 17 -17 -18 -7 -13
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 12 14 -15 -16 16 18 -19 -20 -21 -22
leaf_value=-0.0011904941684088718 0.0012771666615446165 -0.0017331358916627081 -0.001699794204072741 0.00060129347640231075 0.0020706195918275302 -0.00073621740973308042 0.0007105473932674895 0.003242207336157329 -0.0020172708020703709 0.0021802918603333311 -0.0021354025264115842 0.0025900228128320946 0.00094913172768916953 -0.00039895138617789688 0.0013939774556753234 -0.00071523853557605094 -0.00083194615767348816 0.0016242378565925993 -0.002756662539128043 -0.0023853189982024296 0.0014263477850934181
leaf_weight=0.0018233935917302815 0.0018045447051621135 0.0016864659472338459 0.0013681359931212436 0.001233303125811186 0.0010036308660290863 0.0010307625982137747 0.0017329201550051465 0.0011438266626866422 0.0010145940652592231 0.0010175672907197239 0.0010021958908767456 0.001037404620505944 0.0015237263987595293 0.0010548912861580995 0.0010332606259996213 0.0011785718911578869 0.0010425772715958459 0.0010307667208238058 0.0015949317123548626 0.0010541930066857441 0.0010727584613432484
leaf_count=612 291 413 177 104 44 86 107 153 256 113 434 41 76 24 106 68 63 36 493 84 129
internal_value=0 7.10848e-05 -2.01452e-05 8.20405e-05 0.000623189 7.46813e-06 -0.000534886 0.00187205 -0.000172741 -4.16418e-05 -0.000212184 9.49254e-06 0.000212882 0.0011994 -0.000208844 -0.00046881 -0.000914575 0.000376244 -0.00199584 -0.00157003 0.00199844
internal_weight=0 0.025661 0.0238565 0.0224883 0.00719864 0.00482151 0.00381788 0.00237713 0.0152897 0.0142751 0.0132576 0.0115711 0.0105689 0.00316505 0.00740383 0.00637057 0.00484685 0.00220934 0.00263751 0.00208496 0.00211016
internal_count=3910 3298 3007 2830 578 321 277 257 2252 1996 1883 1470 1036 194 842 736 660 104 556 170 170
is_linear=0
shrinkage=0.00388662


Tree=1053
num_leaves=31
num_cat=0
split_feature=31 1429 4 1348 484 14 11 160 3 1213 50 0 0 16 124 2 457 1 1375 47 13 150 13 2 48 3 52 15 12 51
split_gain=0.000825155 0.000706799 0.000663577 0.000821643 0.000810297 0.000743439 0.000696396 0.000738317 0.000642267 0.00102307 0.000516591 0.000616625 0.000921395 0.000865234 0.000751874 0.000532595 0.000578675 0.000612648 0.000859121 0.000470905 0.000441823 0.0004207 0.000402209 0.00104088 0.000644935 0.000535502 0.000400062 0.000336728 0.000287036 0.000278476
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.090050000000000005 -0.0043499999999999988 0.077685000000000018 0.088315000000000018 -0.40446999999999994 -0.12008499999999998 -1.0000000180025095e-35 0.10030500000000002 -0.10575999999999998 -0.089879999999999974 -0.014754999999999999 -0.061329999999999989 0.12663500000000003 -0.066264999999999991 0.085110000000000005 -0.43271999999999994 0.096300000000000011 0.15641500000000003 0.08882000000000001 -0.074599999999999986 0.094010000000000024 0.086870000000000017 0.10666500000000002 -0.070004999999999998 -0.010894999999999998 0.086115000000000011 0.10680500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 29 6 7 -6 20 -10 11 13 27 15 -14 16 -11 -18 -19 26 28 22 24 -24 25 -16 -20 -13 -9 -3
right_child=1 2 -4 -5 5 -7 -8 8 9 10 -12 12 14 -15 21 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013076133785486397 -0.0011966220819451191 -0.0014206569619460629 0.0010011741693692873 0.0012757006274027401 -0.001059725354004492 -0.0012145692663045713 -0.00092108649822862502 0.0013248315580533531 -0.0014327758371286219 -0.00071930100713794084 0.00086286206913204378 -0.0015405978636536791 0.0011819269426429886 0.001084164186590587 -0.0007741906972365915 -0.0009827366692182365 -0.0006305744914868206 -0.00056647788410650851 0.00030725916317890371 0.00017886400061054985 -0.00012898178107273979 -0.0011114675746914716 1.13598503976448e-05 -0.0014409909932009924 0.0011024282946670821 0.00044206208915946324 0.0014488736881436756 -0.00038247506071627924 0.00046901265519074973 -0.00044770483127843481
leaf_weight=0.0010494635443296643 0.0013137433117009758 0.0013476121182849346 0.0014010562864275036 0.0010461866772244468 0.001445901921946601 0.0012854983246306509 0.0019549541897561076 0.0016748221671733987 0.0011744292204984288 0.0014976594570725874 0.001711719840646885 0.0014979345391681331 0.0010806607116764519 0.0023643927451502027 0.0015862760571900844 0.0010713921546585689 0.0013449315146480956 0.0014144000329849886 0.0010322205998960525 0.0019814038244589938 0.0015692102863766877 0.0010244758904285342 0.0050350353213293444 0.0015404066129502958 0.0014966240314500112 0.0019038396608443975 0.0025374921940670651 0.0010012039322644271 0.0021257165814745349 0.0014704205499036505
leaf_count=113 179 474 167 48 272 97 73 46 504 35 112 166 54 72 189 34 75 15 31 36 38 126 455 185 40 22 58 55 53 86
internal_value=0 -7.79294e-05 -4.70654e-05 -7.88427e-05 -0.000110215 -5.6801e-05 -2.05601e-05 2.44512e-05 6.60697e-05 -1.62509e-05 3.72034e-05 -1.0851e-05 -0.000213474 0.000236485 -5.56414e-05 5.22631e-05 0.000165322 0.000324743 0.0005092 0.000783278 0.000561189 -0.000161896 -7.77586e-05 -0.000328877 0.000253363 -0.000110731 0.00111876 -0.00107663 0.000846155 -0.000912981
internal_weight=0 0.0489316 0.0476179 0.0462168 0.0451706 0.0423526 0.0410671 0.0391121 0.0376662 0.0322965 0.0311221 0.0294103 0.0161665 0.0132439 0.0136673 0.0108795 0.00980811 0.00831045 0.00696552 0.00555112 0.00536975 0.0125867 0.0115622 0.00657544 0.00498674 0.00349012 0.00356971 0.00249914 0.00380054 0.00281803
internal_count=3910 3797 3618 3451 3403 2843 2746 2673 2401 2264 1760 1648 1292 356 1071 284 250 215 140 125 137 1017 891 640 251 211 89 221 99 560
is_linear=0
shrinkage=0.00154607


Tree=1054
num_leaves=31
num_cat=0
split_feature=151 1348 31 4 11 374 376 484 150 160 14 16 15 128 4 158 1213 48 4 4 47 4 133 0 3 3 3 0 51 3
split_gain=0.00112938 0.00117707 0.000993463 0.000940907 0.0014121 0.000877539 0.00100229 0.000909308 0.000884964 0.00111515 0.000787822 0.000768276 0.000722524 0.00088515 0.000805953 0.00086479 0.000902285 0.000820542 0.000780892 0.000771875 0.000710512 0.000635289 0.000885545 0.000577935 0.000569059 0.000573282 0.000641434 0.000610869 0.000471647 0.00045958
threshold=-0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 0.093275000000000011 0.088415000000000007 -0.0043499999999999988 -0.18357499999999996 -0.092169999999999988 0.07802000000000002 -0.53943499999999989 -0.095799999999999982 0.086435000000000012 -0.49837999999999999 0.086205000000000018 -0.081334999999999977 -0.09386499999999999 -0.52333999999999992 0.25367000000000006 0.087850000000000025 -0.41745999999999994 0.094185000000000005 -0.11756999999999999 -0.11171999999999999 -0.078884999999999997 -0.08348499999999999 -0.083424999999999985 0.10680500000000001 -0.14539499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 -9 -10 12 -5 19 14 18 16 -16 -18 -14 20 -11 -19 24 -13 -23 26 27 -26 -4 -25
right_child=1 -3 3 11 -6 -7 -8 8 9 10 -12 23 13 -15 15 -17 17 21 -20 -21 -22 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.00116103332554754 0.0010425560883265536 0.0011647000050632817 -0.0011932455510048989 0.0010512874608418165 -0.0011952285079525888 -0.0011818380218783955 0.00075052383259624109 0.00078187566280049625 -0.00075616104951705396 -0.00016609888880179125 -0.00093923154762141209 -0.00021251777693103292 0.00016569893730814721 -0.00089224565250799756 -0.00088393126734744899 -0.00083441560885053306 -0.00059801985202351075 0.0010775844686141496 -0.0011953224733392794 0.00027950330782521346 -0.0010989402743145679 0.00085573903590769902 -0.00043181474286203364 8.8989787596268793e-06 0.00056160308583441915 0.00040203449672840538 -0.00070992167775010872 -0.00037944124809799045 -0.00016641519718858404 0.00096153529472136007
leaf_weight=0.0012418177274557953 0.0012033265539139739 0.001195138859296562 0.0015549689708460592 0.0016731742294160412 0.0016625654973845263 0.0010050014875560001 0.0021190104448294269 0.0017570803780699853 0.0032552720373437696 0.0023876212910554076 0.0013142779387163009 0.0032080145198074561 0.0011472536350991547 0.001298933737949203 0.0010316779253161093 0.0011742958366545144 0.0015183102631937109 0.0014396907561149272 0.0012673624011938387 0.0019138849440452077 0.0022800252272785482 0.0026464816410793719 0.0023783117535329792 0.0013406427055642212 0.0025118975037088194 0.012990082759527569 0.0015460377936320491 0.0016212993588577973 0.0010846515265399148 0.0015710503361576747
leaf_count=65 113 42 492 61 155 5 33 14 422 129 41 113 23 178 256 61 19 24 49 31 82 50 310 47 149 340 224 147 75 160
internal_value=0 -1.01051e-05 -3.27869e-05 -5.4105e-05 -0.000111214 -7.60438e-05 -5.39228e-05 -8.93478e-05 -4.97672e-05 -8.31884e-05 -2.90533e-05 0.000333609 1.49921e-06 7.44806e-05 0.000114634 0.000170134 0.000212745 0.000255196 -0.000548662 -0.000359682 -0.000621768 0.000306738 0.0002599 0.000137391 0.000337078 0.000263555 -5.31875e-05 0.000192466 -0.000771309 0.000522909
internal_weight=0 0.0630973 0.0619022 0.0606989 0.052906 0.0512434 0.0502384 0.0481194 0.0454798 0.0437227 0.0404674 0.00779288 0.0391532 0.0325716 0.0312727 0.0288581 0.0276838 0.0266521 0.00241462 0.00658153 0.00466765 0.0251338 0.0236941 0.00611971 0.0213158 0.0186693 0.00567923 0.0041332 0.00263962 0.00291169
internal_count=3910 3845 3803 3690 3309 3154 3149 3116 2549 2535 2113 381 2072 1830 1652 1580 1519 1263 72 242 211 1244 1220 320 910 860 520 296 567 207
is_linear=0
shrinkage=0.00119516


Tree=1055
num_leaves=21
num_cat=0
split_feature=124 4 0 12 403 48 147 11 160 474 483 457 4 12 160 3 15 52 43 2
split_gain=0.000155909 0.000222415 0.000247744 0.000258543 0.000232244 0.000202071 0.000369391 0.000334372 0.000325771 0.000387082 0.000377343 0.000332447 0.000353584 0.000370209 0.000208409 0.000176116 0.00016647 0.000210166 0.000143588 0.000132013
threshold=0.08919500000000001 -0.49837999999999999 1.0000000180025095e-35 0.084100000000000022 -1.0000000180025095e-35 -0.086624999999999994 1.0000000180025095e-35 0.08776500000000001 -1.0000000180025095e-35 0.084835000000000008 0.075345000000000009 -0.0034949999999999994 0.25367000000000006 -0.0089849999999999982 0.093550000000000008 -0.089974999999999986 -0.095799999999999982 -0.24456499999999998 -0.083254999999999982 0.085155000000000022
decision_type=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 -7 -10 13 -13 15 -15 -17 -18 -19 -20
right_child=-2 2 3 -5 5 6 -8 -9 11 -11 -12 12 -14 14 -16 16 17 18 19 -21
leaf_value=-0.0014296845448897835 0.0013175227668189009 -0.0016705899842821008 0.0024359670515243458 0.00011880027146850921 -0.0014616301884511739 -0.0030174096256759828 0.0022958527983528826 -0.0021749369544665962 -0.0017254660997159915 0.0010552971498673162 -0.00014547678813459683 -0.0015312968505994758 0.0020182452556886605 -0.00049665121015937544 -0.00080435410840699634 -0.00016645832331487208 -7.1187138940487013e-05 0.0029715827650416702 0.00039481722827751223 0.0020523679701293569
leaf_weight=0.0016517033296461472 0.001219870098007724 0.0013245694728496174 0.001178739385078508 0.0017182999050495695 0.0013291395740910863 0.0014393931820400321 0.0010288699058973441 0.001016058267046426 0.0010363426718649213 0.001032090509680561 0.0012334704049791756 0.0014653592857278826 0.0019341018418419518 0.001300771300565713 0.0014278104432359218 0.0013140904297687618 0.0011561699489498435 0.0010648814346945219 0.0012355323929039855 0.0016024361995186087
leaf_count=173 76 906 139 95 81 412 123 72 130 178 252 140 159 140 177 85 145 45 177 205
internal_value=0 -7.57204e-05 1.43164e-05 0.0010616 -0.000123964 -2.45967e-05 7.44327e-05 -5.07447e-05 7.44291e-05 -0.000926737 -0.00169207 0.000348429 0.000520355 0.000246194 0.000532367 0.000781079 0.00104187 0.00135573 0.00177844 0.00133074
internal_weight=0 0.0264898 0.0248381 0.00289704 0.0219411 0.0206165 0.0192874 0.0182585 0.0172425 0.00370495 0.00267286 0.0135375 0.0125012 0.0105671 0.00910169 0.00767388 0.00637311 0.00505902 0.00390285 0.00283797
internal_count=3910 3834 3661 234 3427 2521 2440 2317 2245 842 664 1403 1273 1114 974 797 657 572 427 382
is_linear=0
shrinkage=0.00381041


Tree=1056
num_leaves=31
num_cat=0
split_feature=31 158 156 151 4 1348 14 11 124 3 484 3 160 1213 124 4 156 4 0 2 150 42 42 133 48 1 12 15 147 42
split_gain=0.00127613 0.00105894 0.0010755 0.00103191 0.00132253 0.00115099 0.00140378 0.00130013 0.00102194 0.00158957 0.00115776 0.00106977 0.000974556 0.00100835 0.000835844 0.00116827 0.00107626 0.0013351 0.00103762 0.00101934 0.00102941 0.00130349 0.00142024 0.00143776 0.0010748 0.000795026 0.000704033 0.000885966 0.000672815 0.000642704
threshold=-1.0000000180025095e-35 0.11015500000000002 -1.0000000180025095e-35 -0.52174999999999983 0.27608500000000008 0.088030000000000011 0.077685000000000018 0.08184000000000001 -0.50873999999999986 0.30601500000000009 -0.0043499999999999988 -0.14539499999999997 -0.40446999999999994 -0.082704999999999987 -0.061329999999999989 -0.51381999999999983 0.091280000000000014 -0.41745999999999994 0.12500000000000003 -1.0000000180025095e-35 0.090480000000000019 -1.0000000180025095e-35 -0.089024999999999979 -0.083144999999999983 0.091555000000000011 0.090355000000000005 -0.023959999999999995 -0.11739999999999999 0.08486500000000001 0.090085000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 29 -13 -14 -15 -16 17 -17 19 -19 21 22 23 -21 -22 -25 -23 -28 -29 -12
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 12 13 14 15 16 -18 18 -20 20 24 26 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0011616598320436907 -0.0013196272760656524 -0.0012474231980566567 -0.0012595279226226036 -0.0012752220009638912 0.00050332973972536652 0.0012581966225901748 -0.0011695586691423158 -0.0013196372022911634 -0.00090377314875875853 0.0013196670304915228 0.0010006718856908456 -0.001145244799341232 -0.0013196128617002764 0.00063100838145371092 -0.0013199017613599181 0.0010988536018799503 -0.00098031644447530049 -0.00093636108236028843 -0.0011319270627129384 0.0010921084050551826 -0.0011915143117125194 -0.00067212064524691851 -0.0012476330614032832 -0.0013196259288388143 2.2386924774571714e-05 1.1779902512436235e-05 -0.00047521502800366023 0.00053771967971555942 -0.00045092919250096187 -2.1220007983452573e-05
leaf_weight=0.0015219528154162268 0.0011230281305465431 0.0012828248210985374 0.001147938778174761 0.0011093607888597026 0.008109413369624896 0.0011283879819501399 0.0020163919495290719 0.0013730139528718146 0.0025387139965671315 0.0015544773302593731 0.0028642617378977697 0.0013718279611643061 0.001013095960856302 0.003502718537159665 0.0012056187307471896 0.001982824354172393 0.0018725116379529885 0.0018052934190109218 0.0013873868556402149 0.0016076880714073205 0.0020891781292959868 0.0011494220191465834 0.0020262877465788689 0.0011398803363000809 0.0032391449313990961 0.0024799343506387572 0.0018859475874606268 0.018087872363752353 0.0012836310066575143 0.0017123047142604264
leaf_count=113 191 166 63 17 363 27 104 88 406 69 42 224 292 110 20 20 152 51 9 47 75 39 378 139 28 26 48 558 31 14
internal_value=0 -5.88197e-05 -3.8161e-05 -1.83614e-05 1.55543e-06 -6.25984e-05 -8.65213e-05 -5.02947e-05 -2.07098e-05 3.36812e-06 -3.30109e-05 8.14993e-06 -4.86898e-05 -1.71921e-05 1.10349e-05 -3.91839e-05 -2.45302e-06 4.3136e-05 -1.16888e-05 3.05516e-05 8.04405e-05 0.000176372 -0.00030981 5.37097e-05 -0.000453571 -0.00040748 0.000333764 0.000388153 0.000472208 0.000618335
internal_weight=0 0.0750904 0.0738076 0.0726845 0.0715366 0.0634272 0.0622988 0.0602824 0.0589094 0.0578 0.0562455 0.0537068 0.0491303 0.0477584 0.0467453 0.0432426 0.042037 0.0401645 0.0381817 0.0367943 0.034989 0.0296607 0.00725379 0.0052275 0.00532832 0.00361981 0.0224069 0.0212575 0.0193715 0.00457657
internal_count=3910 3797 3631 3440 3377 3014 2987 2883 2795 2778 2709 2303 2247 2023 1731 1621 1601 1449 1429 1420 1369 1266 590 212 103 165 676 637 589 56
is_linear=0
shrinkage=0.00131955


Tree=1057
num_leaves=21
num_cat=0
split_feature=51 1 3 12 43 131 16 16 13 1 42 49 3 2 49 13 16 16 0 4
split_gain=0.000166532 0.000290331 0.000384202 0.000195834 0.000168575 0.000258738 0.000193567 0.000348609 0.000319878 0.000185102 0.000474639 0.000312258 0.000323908 0.000317855 0.000230303 0.000192198 0.000163526 0.000297059 0.000145283 0.000133909
threshold=-0.40274499999999996 0.12730000000000002 0.11265500000000002 0.11655500000000001 -0.15109999999999998 0.092255000000000018 0.081265000000000018 0.011450000000000002 -0.074599999999999986 0.10113500000000002 0.086325000000000013 -0.045004999999999996 0.11818000000000002 0.10457000000000001 -0.084114999999999981 -0.10241499999999999 -0.094359999999999986 -0.083564999999999987 -0.10131499999999999 -0.08422499999999998
decision_type=2 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 19 6 7 9 -8 10 14 -11 13 -13 -6 -16 -17 -18 -19 -2
right_child=1 2 -4 -5 5 -7 8 -9 -10 11 -12 12 -14 -15 15 16 17 18 -20 -21
leaf_value=-0.0013855424221330323 0.00012939442601673051 0.0030596623382661975 9.5497092371863506e-05 -0.0016264718468140954 -0.0015381842464835395 -0.0019340344687579481 0.000237509152174141 0.0019889790094185424 -0.0024224160342096145 0.0023740768079047159 -0.0023889480466714554 -0.0004954496646138258 -0.0014257252024093944 0.0025570182959203701 0.0017930519609956226 -0.00097275947745645915 0.0018485248602347346 0.00053316256730163341 -0.0012535220503046764 0.0018296713955769128
leaf_weight=0.0012764148425268287 0.001587992148792905 0.0010747797431625563 0.0017138189006417615 0.0011870764980399509 0.00122583099353335 0.0011372508746915191 0.0014983596964620594 0.001406021210915819 0.0012549602962336195 0.0011345071484001323 0.0014553456890128167 0.0010508344215534047 0.0013907277466316259 0.001011180007778556 0.0010833852050069438 0.0017820499381508105 0.0014606348775932877 0.0014404659582072333 0.001315162646356078 0.0012508666234645185
leaf_count=145 144 163 157 130 81 320 129 148 274 117 767 78 54 86 46 195 193 69 513 101
internal_value=0 5.1782e-05 0.00123794 -8.79459e-05 -6.72279e-06 -0.000134644 -2.40869e-05 0.000142061 -0.000974882 -3.89e-05 -0.000341477 0.000605065 2.37998e-05 0.00100143 1.72065e-05 0.000286442 1.43259e-05 0.000431528 -0.000319558 0.000878576
internal_weight=0 0.0264613 0.0027886 0.0236727 0.0224856 0.0196467 0.0185095 0.0157561 0.00275332 0.0143501 0.00976288 0.00458725 0.00345274 0.00206201 0.00830753 0.0070817 0.00599831 0.00421626 0.00275563 0.00283886
internal_count=3910 3765 320 3445 3315 3070 2750 2347 403 2199 1864 335 218 164 1097 1016 970 775 582 245
is_linear=0
shrinkage=0.00388662


Tree=1058
num_leaves=22
num_cat=0
split_feature=484 128 41 3 0 3 156 0 13 13 12 16 43 15 15 15 52 2 16 0 3
split_gain=0.000166878 0.000157703 0.000170779 0.000207334 0.000331317 0.000239006 0.000266769 0.000221686 0.000215486 0.00028235 0.000260811 0.000293195 0.000250592 0.000395019 0.000368484 0.000357006 0.000295205 0.000244377 0.000191926 0.00010304 2.79135e-05
threshold=-0.0043499999999999988 0.086435000000000012 0.078535000000000008 -0.11266 0.12007500000000002 -0.089974999999999986 0.091280000000000014 -0.074249999999999997 -0.52445999999999982 -0.094679999999999986 -0.071274999999999991 -0.19424999999999998 -0.079109999999999986 -0.017214999999999998 1.0000000180025095e-35 -0.07142999999999998 -0.07125999999999999 0.097940000000000013 -0.069894999999999985 -0.087359999999999979 0.096385000000000012
decision_type=2 2 2 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 8 -2 -7 17 -11 20 13 -13 15 16 -14 -10 -18 -17 -12
right_child=1 -3 -4 5 -6 6 -8 -9 9 10 11 12 14 -15 -16 19 18 -19 -20 -21 -22
leaf_value=-0.0013577998538015089 0.00074142503219700015 -0.0016318681931296122 -0.0013730870312774425 -0.0020254860645217325 -0.00063788305699466604 -0.0017311879781128534 -0.0020830292751955054 0.0036094407530547217 0.00046529005417172558 0.002039874139465559 -0.0022201003926169086 -0.0028564854512482829 -0.0014795356007721639 0.00075132643416528421 -0.0015420048255214269 0.0037897573062797628 0.0026466792108057928 0.0030951063803499406 -0.00013739230442109471 0.0017875343263630099 -0.0011276794711834884
leaf_weight=0.0018612085828851868 0.001060943153052385 0.0011064276439059209 0.0014703504135222803 0.0011084818837348532 0.0012619232600121766 0.0010227616944455875 0.0010438222043808168 0.0012866052717423982 0.001574137552961089 0.0014302256951621529 0.0010038592367376193 0.0012342478010301805 0.00126452286308254 0.0013945347358775831 0.0012476448765028902 0.0010069864762325409 0.001146557343694482 0.001478284271686503 0.0010002902694830063 0.0012341707879826363 0.0010147540511447062
leaf_count=612 92 241 166 265 100 45 219 80 126 260 83 208 56 195 697 30 95 105 52 112 71
internal_value=0 8.31072e-05 0.000161241 0.000260125 0.00128151 6.81639e-05 0.000196406 0.00231328 0.000335932 0.000467818 0.000168854 -6.28818e-05 0.00027777 -0.000942588 0.000742693 0.00124698 0.000300827 0.00173891 0.00134948 0.00268716 -0.00167094
internal_weight=0 0.0253915 0.0242851 0.0228148 0.00360947 0.0192053 0.0180968 0.00234755 0.017053 0.0160302 0.0129778 0.0115476 0.00952896 0.00262878 0.00690017 0.00565253 0.00341137 0.00305242 0.00214685 0.00224116 0.00201861
internal_count=3910 3298 3057 2891 272 2619 2354 172 2135 2090 1859 1599 1445 403 1042 345 203 231 147 142 154
is_linear=0
shrinkage=0.00464487


Tree=1059
num_leaves=18
num_cat=0
split_feature=150 484 1374 1 1 52 0 13 3 47 4 16 1 4 43 457 51
split_gain=0.000166914 0.00027304 0.000198333 0.000252083 0.000191266 0.000215741 0.000274323 0.000321167 0.000296459 0.000283076 0.000221903 0.000295158 0.000180706 0.000273755 0.000326158 0.000149749 0.000146495
threshold=0.082085000000000019 -0.0043499999999999988 -0.094679999999999986 0.085835000000000009 0.12811000000000003 0.11588000000000002 -0.077944999999999987 -0.074599999999999986 -0.089974999999999986 0.09252500000000001 -0.23071499999999998 0.062650000000000025 0.094385000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.072090000000000015 -0.025709999999999997
decision_type=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 8 -8 -3 12 -9 -12 13 14 -10 -5 -6
right_child=2 4 3 15 16 -7 7 10 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.001834835092625878 -0.00078845889432924816 -0.0017960464640971313 -0.00046192468009168593 0.00097307465691562291 3.651329209215032e-05 -0.0013989785136978988 0.001943281795197475 -0.00098762462672699375 -0.00091011689957373981 -0.0016317628986923004 0.0023172646518505461 -0.00060572224763655281 0.0013053546861351106 -0.0014428261690705394 0.0017518459490427393 0.0028183925597684788 0.0018643096115702764
leaf_weight=0.0013811701025745462 0.0011914275382753914 0.0019519516664452371 0.001226673222405327 0.0018305719060662806 0.001363951000993735 0.0019950654615385468 0.0018870824477899006 0.0018485572704520781 0.0012499513922444834 0.0014725041623047941 0.0010477780417488302 0.001039647312190306 0.0017902252022157228 0.0015991807559289656 0.0015668760080718158 0.0010426820559594763 0.0012877721923814081
leaf_count=579 62 358 134 185 73 433 118 172 435 109 272 158 84 212 199 132 195
internal_value=0 -0.00016324 0.000607396 0.00101303 -4.83799e-05 -0.000196178 -4.08973e-05 0.000625048 -0.000443552 -9.97449e-05 -6.97137e-06 0.000861464 0.000263745 -0.000158518 0.000570615 0.00164273 0.000924157
internal_weight=0 0.0214817 0.00529135 0.00409993 0.0201005 0.0174488 0.0154538 0.00582307 0.00963069 0.00767874 0.00393598 0.00208743 0.00620623 0.00441601 0.00281683 0.00287325 0.00265172
internal_count=3910 3397 513 451 2818 2550 2117 720 1397 1039 602 430 930 846 634 317 268
is_linear=0
shrinkage=0.00388662


Tree=1060
num_leaves=31
num_cat=0
split_feature=31 52 133 133 401 160 123 42 484 52 130 13 13 133 3 484 150 150 160 2 0 15 42 160 43 0 52 0 12 48
split_gain=0.000827887 0.000707953 0.000738195 0.000606318 0.000642077 0.000565316 0.000504008 0.000717685 0.000525053 0.000900977 0.000547303 0.000492528 0.000509027 0.000893253 0.000525433 0.000422992 0.000368118 0.000402251 0.000632874 0.00057512 0.000635671 0.00054618 0.00113955 0.000591419 0.000696639 0.000450014 0.000422261 0.000353924 0.000307669 0.000194117
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.17468499999999998 0.087020000000000014 -0.40446999999999994 0.086020000000000013 -0.084869999999999987 -0.0043499999999999988 0.024145000000000003 1.0000000180025095e-35 -0.52445999999999982 -0.45122499999999993 0.095090000000000022 -0.15464999999999998 0.091130000000000017 -0.20684999999999998 -1.0000000180025095e-35 -0.082234999999999989 -0.0050599999999999994 -0.053834999999999994 1.0000000180025095e-35 0.081685000000000021 0.087825000000000014 -0.079109999999999986 -0.017269999999999997 0.081680000000000016 -0.230625 0.086305000000000007 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 5 -5 8 -8 9 -7 11 -10 -13 14 -14 16 -16 -18 -19 -20 21 23 26 24 29 -22 -23 -25 -27 -21
right_child=1 2 3 4 -6 6 7 -9 10 -11 -12 12 13 -15 15 -17 17 18 19 20 25 22 -24 27 -26 28 -28 -29 -30 -31
leaf_value=0.0012643573571022148 -0.0012821685140143213 -0.0012825155861191173 0.00099686864941900266 -0.00092912247180718848 -0.0011549088702944776 -0.0013269445908909285 -0.00016920734940774359 0.0014861246756378945 -0.00078142615520587907 0.00033352209111790293 -0.0010331423848462006 0.0010543826102832345 0.00079924897531570191 -0.00095497952769002861 0.00088615010500717 -0.00066478397227795699 -0.00066957657186138676 -0.00070366609125850415 -0.00059891799463897917 -0.00018777520889911494 -0.00092925774048960015 -0.0010506519111183937 0.00081014693967451494 0.00042214051348422887 0.0011085852288628233 0.0006376612786211217 0.00012620904728330109 -0.00067223325042305377 -0.0003582470211242772 0.000654010057482755
leaf_weight=0.0010638490552747895 0.0010259846611533332 0.0010225915952478673 0.001293864418691725 0.001417201791774513 0.0011026678571042772 0.001688970737977912 0.0011034809606087492 0.0012154771374928144 0.0014501262395976147 0.0012599299881668191 0.0010292401619114147 0.0011979077403445606 0.0023724840610079732 0.0017811958377744732 0.001303602516017576 0.0016256842746056313 0.001501453213201386 0.001879010238450495 0.0018424705607005152 0.0014717868360749628 0.00141160571731902 0.0018012197811101407 0.0021994879269842116 0.0017231652329883218 0.0053495759723946974 0.0012749246341528337 0.0010751278270055842 0.0010503636473337971 0.001480468923421796 0.0010271225426095043
leaf_count=113 275 229 52 280 266 385 21 140 29 147 249 22 84 342 26 121 74 156 93 67 63 108 117 18 154 39 119 70 25 26
internal_value=0 -6.13131e-05 -3.40548e-05 -5.64006e-06 -3.53659e-05 -6.34183e-06 2.5465e-05 0.000698432 -1.47593e-05 -0.000617503 3.48231e-05 6.63921e-05 0.000103236 6.78195e-05 0.000127768 7.09069e-05 0.000116225 7.62182e-05 0.000123694 0.000195311 0.000268976 0.000405936 4.95372e-06 0.000597549 0.000805996 -0.000246976 -0.000610762 7.69002e-06 0.000102561 0.000158222
internal_weight=0 0.0469782 0.0459522 0.0449296 0.0436358 0.0425331 0.0411159 0.00231896 0.0387969 0.0029489 0.035848 0.0348188 0.0333687 0.0321707 0.0303896 0.0280171 0.0263914 0.0250878 0.0235863 0.0217073 0.0198648 0.0156978 0.00507584 0.010622 0.00784849 0.004167 0.00287635 0.00277353 0.00275539 0.00249891
internal_count=3910 3797 3522 3293 3241 2975 2695 161 2534 532 2002 1753 1724 1702 1360 1276 1155 1129 1055 899 806 679 344 335 247 127 227 88 64 93
is_linear=0
shrinkage=0.00148603


Tree=1061
num_leaves=22
num_cat=0
split_feature=15 16 158 159 156 15 151 16 4 48 51 2 2 13 3 3 43 2 13 48 15
split_gain=0.000153146 0.00030515 0.00026325 0.000147348 0.000325791 0.000258718 0.000258836 0.000258693 0.000292973 0.000274852 0.000244909 0.00022191 0.000168482 0.000322225 0.000370051 0.000206803 0.000206605 0.000269141 0.000160282 5.94386e-05 4.75196e-05
threshold=-0.24219999999999997 -0.13863999999999996 0.084965000000000027 0.088320000000000023 0.085790000000000019 -0.11739999999999999 -0.076429999999999984 -0.38486499999999996 0.15045000000000003 0.093225000000000016 0.08955500000000001 0.094825000000000007 0.10946500000000002 0.0024700000000000004 -0.028189999999999996 -0.088024999999999978 -0.074254999999999988 0.087995000000000004 -0.0010249999999999997 0.12230500000000001 -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
left_child=1 -1 3 4 5 11 18 -8 9 10 12 -2 13 15 -15 -9 -17 20 -7 -11 -18
right_child=2 -3 -4 -5 -6 6 7 8 -10 19 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22
leaf_value=0.002576903849915766 -0.0026782315723791034 -0.00040289574907838928 -0.0017618022684360189 0.0011933385399655256 -0.0022604462663387125 0.00034142362826691889 -0.0015640576730397968 0.0016183480134790667 0.0021265709996590785 0.0019106714583592287 -0.0020302479883639196 -7.1394627528246747e-05 0.0012293462034472726 -0.0031373894683145625 0.00019036212158158873 0.0013827193614808105 -0.0020233893067044583 0.00077941902775383748 0.0025040235481430359 0.0005978444325101973 -0.00088137302935488622
leaf_weight=0.0010597074899404424 0.0010101272503857351 0.0011962867306741778 0.0014723682637177984 0.0015806306778989301 0.0010703259748693896 0.0010733892298931957 0.0015524716979831077 0.0013199973986044418 0.0011548684019828679 0.0011853684335096934 0.0011471938007520119 0.0011326425720344369 0.0014257929668881628 0.0011853513127095816 0.0010136246213505729 0.0010687210019391094 0.0012007318831180865 0.0013953183376247957 0.0011724752383447381 0.0010755455783302281 0.0011824552876180559
leaf_count=207 142 110 346 232 355 201 108 229 22 98 248 87 142 242 17 205 55 211 83 63 507
internal_value=0 0.000996805 -0.00010434 2.00928e-06 -8.61222e-05 2.85422e-05 0.000185394 3.9684e-06 0.000173548 2.67973e-06 -0.000262587 -0.00130029 -5.54941e-05 -0.00027446 -0.00160345 0.000199403 -0.000187005 -0.000630989 0.00147043 0.00128614 -0.00145676
internal_weight=0 0.00225599 0.0244194 0.022947 0.0213664 0.0202961 0.0181533 0.0159074 0.014355 0.0132001 0.0109392 0.00214277 0.00979199 0.0083662 0.00219898 0.00616722 0.00484723 0.00377851 0.00224586 0.00226091 0.00238319
internal_count=3910 317 3593 3247 3015 2660 2431 2147 2039 2017 1856 229 1608 1466 259 1207 978 773 284 161 562
is_linear=0
shrinkage=0.00404364


Tree=1062
num_leaves=20
num_cat=0
split_feature=1 2 2 4 3 49 3 15 12 43 3 43 47 4 39 2 1 16 48
split_gain=0.000155169 0.000252155 0.000185829 0.000240149 0.000174902 0.000205495 0.000225383 0.000280879 0.000239074 0.000304882 0.000151714 0.000401963 0.000219467 0.000251526 0.00014559 0.000134955 0.000189068 0.000115841 0.000333321
threshold=0.095575000000000007 -1.0000000180025095e-35 0.14073000000000005 -0.032604999999999995 -0.115685 -0.088329999999999978 0.084925000000000014 0.085120000000000015 0.085775000000000004 -0.066289999999999988 -0.074234999999999982 -0.075819999999999985 0.084155000000000021 0.070230000000000015 0.084835000000000008 0.106285 0.076710000000000014 0.22945500000000005 0.084500000000000006
decision_type=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 15 -6 7 8 9 -7 11 -5 13 -12 -14 16 -1 18 -8
right_child=1 2 -4 10 5 6 17 -9 -10 -11 12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0011103603350126751 0.0016680919382332275 -0.0015773047555337845 0.0015471824430101056 -0.00033532994772482477 -0.002068120492698256 0.00047693921784450996 0.0022569970899163198 0.0005119076685822908 -0.0024482190867517592 -0.0018739232387754931 0.0014814391076410601 0.0026317820007959718 -0.0018040804073132645 -0.00053902024826297916 -6.0777593012368246e-05 0.0015707444664852094 0.001090896948443994 -0.00064125299614123279 -0.00036370154084082831
leaf_weight=0.0010819232728439552 0.0015573127613932045 0.0012350016710191989 0.0010586919288649863 0.0014653724674102975 0.0010086372555209175 0.0015495115131987647 0.001164471139580403 0.0016810274748149945 0.0014793442653302791 0.0014163821155515482 0.0016263312950020011 0.0010521848472215848 0.001345066419178309 0.0016804175822873191 0.0012303772875412733 0.0010353121049018199 0.001013821339686638 0.0010602106003432255 0.0014762900703573223
leaf_count=82 207 245 179 98 108 307 58 939 816 214 93 77 87 126 35 23 126 47 43
internal_value=0 0.000291218 9.07002e-05 -6.93419e-05 -0.000273511 -0.000493819 -0.000332238 -0.000763336 -0.00124559 -0.000645731 0.000152371 0.000904741 -0.00016964 0.000454686 -0.000971245 0.000488928 -4.5497e-05 0.000381364 0.000791923
internal_weight=0 0.0122508 0.0106934 0.00963475 0.0139669 0.0108359 0.00982724 0.00612627 0.00444524 0.00296589 0.00839975 0.00251756 0.00588219 0.00330675 0.00257544 0.00313106 0.00209574 0.00370097 0.00264076
internal_count=3910 1147 940 761 2763 2532 2424 2276 1337 521 516 175 341 219 122 231 208 148 101
is_linear=0
shrinkage=0.00366245


Tree=1063
num_leaves=18
num_cat=0
split_feature=51 124 123 50 133 3 4 1 0 0 15 49 15 3 12 16 48
split_gain=0.000164012 0.000272012 0.000212413 0.000299296 0.000333464 0.000209841 0.000268979 0.000365122 0.000225472 0.000342288 0.000221111 0.000234723 0.000245255 0.000213473 0.000310601 0.000185724 0.000150231
threshold=-0.40274499999999996 0.08919500000000001 0.083745000000000014 0.10119500000000002 0.094185000000000005 -0.15464999999999998 -0.23071499999999998 0.12730000000000002 -0.070894999999999986 -0.083424999999999985 -0.11739999999999999 -0.0019649999999999997 -0.033649999999999992 0.086245000000000016 0.086865000000000012 -0.30307999999999996 0.087035000000000015
decision_type=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 15 12 16 14 -13 -8 -12
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 13 -14 -15 -16 -17 -18
leaf_value=-0.0013421777910028283 0.0013184449496710139 0.0019208377155087105 0.0012254482767976769 -0.0017768623693147103 -0.0015470001433803813 -0.0013390731023205102 3.9148405435332093e-06 0.0021442915137560945 0.0011574929087800744 -0.0020992859767309528 0.0012303788278710572 -0.00052700077756349516 -0.0016750289547253344 0.0023074794678564726 0.0016849776058394425 -0.0020763683144831265 -0.00046344661378784819
leaf_weight=0.0011808136214261902 0.0018056471675531515 0.001005394724816088 0.0016935681370284774 0.0013721830437735108 0.001734300649311348 0.0017866029278770174 0.0011982683077329526 0.0011532050525732132 0.0019478475928467369 0.0011355035653329302 0.0012097915249182911 0.0019861773762926945 0.0012882519623387293 0.001047316395455411 0.0014904919124488492 0.0011079087552317958 0.0016745695491484636
leaf_count=145 198 68 270 439 492 136 77 158 203 560 87 403 122 34 290 144 84
internal_value=0 5.51038e-05 -2.42728e-05 -0.000120748 -1.02502e-05 0.000131277 5.37485e-06 0.000162993 7.87723e-07 -0.00018483 1.27443e-05 0.000280105 -0.000346409 0.000857958 0.000421302 -0.000995472 0.000246997
internal_weight=0 0.024637 0.0236316 0.0219381 0.0205659 0.0188316 0.0170259 0.0152393 0.0140861 0.0121383 0.0110028 0.0086966 0.00417261 0.00452399 0.00347667 0.00230618 0.00288436
internal_count=3910 3765 3697 3427 2988 2496 2298 2162 2004 1801 1241 1020 293 727 693 221 171
is_linear=0
shrinkage=0.00366245


Tree=1064
num_leaves=31
num_cat=0
split_feature=151 16 31 133 52 457 52 403 52 0 42 1 52 133 52 1 0 52 42 43 4 160 49 4 4 457 48 3 52 42
split_gain=0.0010162 0.000954524 0.000984775 0.000855494 0.00106317 0.000807262 0.000843576 0.00123037 0.000810819 0.000850921 0.000902544 0.0011663 0.00106433 0.000937909 0.000921244 0.000837613 0.000890223 0.000792141 0.000807954 0.000945346 0.00106998 0.000916671 0.0007982 0.000814629 0.00146978 0.00109154 0.000868361 0.00073815 0.000733163 0.000712971
threshold=-0.52174999999999983 -0.53943499999999989 -1.0000000180025095e-35 -0.26719999999999994 -0.51745999999999992 0.51789000000000007 -0.048794999999999991 -1.0000000180025095e-35 -0.069134999999999988 0.076335000000000014 0.085195000000000007 0.096630000000000008 -0.087094999999999992 -0.0010099999999999998 -0.081429999999999989 0.11183500000000002 -0.14733499999999997 -0.0066199999999999991 -0.10770999999999999 -0.15648499999999999 -0.51381999999999983 -0.40446999999999994 0.11115500000000002 -1.0000000180025095e-35 0.15927500000000003 -1.0000000180025095e-35 0.10361000000000002 0.076695000000000013 0.11401500000000002 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 -4 -5 6 8 -8 9 10 11 12 13 -6 -14 -13 -17 -9 -19 -20 -21 -22 23 28 27 -26 -27 -25 29 -23
right_child=1 2 3 4 5 -7 7 17 -10 -11 -12 15 14 -15 -16 16 -18 18 19 20 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0012068269149861416 0.0008047089533844261 0.0011125569162472981 -0.00098274305412861859 -0.0012434800611066093 7.8441898418235047e-05 -0.0010566138058913559 -0.0011307410589850818 -0.00063225496547814324 0.0010535795602457316 0.0010186780347554809 0.00056216200132501015 0.00087059243044750013 0.00077949942385275727 -0.0011797144500235248 -0.00067404201483621615 -0.001064817010748706 0.00035642650954088287 -0.00076430283161066359 0.00055968307391318379 -0.0012348987525577445 -0.0010791184968522766 0.0005868320180722385 0.00073818913793562266 -0.0012435583541807985 -0.00099131729486183181 0.00052817213818834297 -0.00073825597477778719 -0.00015453105427087289 -0.00060769496329723103 -0.00036797299446473749
leaf_weight=0.0011359527429073415 0.0020969140711279968 0.0011094815847090258 0.0015458489356645613 0.0011239982575439447 0.0012875425654708117 0.0011440904759183459 0.0017489159945591739 0.003404581902480607 0.0016003329032860938 0.0015285731308516395 0.0040320616909756959 0.0023976208746638861 0.0015953466930795912 0.003175519057944773 0.0011675763219862771 0.0010126063498319127 0.0020834284036723716 0.0020095519348584103 0.0047373363378540026 0.0011182172368222531 0.0011389983370118087 0.0063118839545150858 0.0024256533410276218 0.0025566765750577765 0.0011838166532527339 0.0049821065835731204 0.0010061931336835528 0.0015431523360689425 0.00129084494799514 0.0014957315915895553
leaf_count=65 118 103 237 266 57 17 800 242 92 38 199 84 25 207 21 4 63 84 76 18 197 167 73 143 24 186 12 24 96 172
internal_value=0 -2.03376e-05 -4.83511e-05 -6.95885e-05 -4.57045e-05 -2.24838e-05 -1.66647e-06 -0.000112781 0.00020487 0.00013057 4.95316e-05 -0.00011297 -0.000441273 -0.000816751 0.000165251 0.000318859 -0.000108413 -6.22099e-05 -1.17982e-06 5.02973e-05 -4.60227e-05 9.52018e-06 6.39137e-05 -1.63772e-05 -0.000239781 9.96978e-05 0.000315379 -0.000833655 0.000260394 0.000403917
internal_weight=0 0.0638546 0.0617577 0.0606482 0.0591024 0.0579784 0.0568343 0.0369537 0.0198806 0.0182803 0.0167517 0.0127196 0.00722598 0.00446306 0.00276292 0.00549366 0.00309603 0.0352047 0.0318002 0.0297906 0.0250533 0.0239351 0.0227961 0.0203704 0.0112719 0.00717212 0.0059883 0.00409983 0.00909846 0.00780762
internal_count=3910 3845 3727 3624 3387 3121 3104 2314 790 698 660 461 310 264 46 151 67 1514 1272 1188 1112 1094 897 824 389 222 198 167 435 339
is_linear=0
shrinkage=0.00124344


Tree=1065
num_leaves=31
num_cat=0
split_feature=31 401 151 4 480 133 133 457 394 376 376 1374 150 2 159 14 155 1 42 38 0 16 1456 457 15 0 160 148 1 0
split_gain=0.00148739 0.000859026 0.000882003 0.00108723 0.00118989 0.000936607 0.000956937 0.000877811 0.000903832 0.000894998 0.00123929 0.000920484 0.000929077 0.00101127 0.00099499 0.000983184 0.000892311 0.000908499 0.00132544 0.00117022 0.000929362 0.00100785 0.000831573 0.000961464 0.00116193 0.00114284 0.000820242 0.000807362 0.000728736 0.00128356
threshold=-1.0000000180025095e-35 0.10072000000000002 -0.52174999999999983 0.51224500000000017 0.086640000000000009 -0.26719999999999994 -0.085714999999999986 0.51789000000000007 -0.080944999999999989 0.11605500000000001 0.088415000000000007 0.09309000000000002 0.084800000000000014 -1.0000000180025095e-35 0.10276500000000001 0.077685000000000018 0.083500000000000005 0.076710000000000014 -1.0000000180025095e-35 0.11100500000000002 -0.084074999999999997 -0.41163499999999992 -1.0000000180025095e-35 -0.066264999999999991 0.024640000000000006 -0.10303999999999998 -0.24498999999999996 -1.0000000180025095e-35 0.08844500000000001 -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 -2 4 5 -4 28 8 -8 10 11 12 13 -10 15 16 17 18 -15 22 21 -20 -19 -24 26 -26 -25 -14 29 -7
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 -13 27 14 -16 -17 -18 19 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012779756595808188 -0.0014176747880898265 -0.0014385487147782346 -0.0011869671266314281 0.0014129008878298623 -0.0013250028597170775 -0.0011827903708952502 -0.0011247453234795675 -0.0012940208825490596 -0.00088387798730281885 -0.0011295290233870061 0.0013736579560396345 -0.0011925677943514807 0.0014666288626126879 -0.001486165246050728 -0.00085406161309568612 -0.0012888321553215013 -0.001100184099112026 -0.00073667400980077856 0.00057942714863939732 -0.0011795989114736316 0.0003239954836709576 -0.0011445015637759764 -0.00050361406067589247 -0.00028924550462605832 0.00092837209333454746 -0.00071852035243619335 0.0010450515289456158 0.00026875590899504598 0.0012312559577973324 0.00097033909414704787
leaf_weight=0.0018409987565739519 0.0010326480292466291 0.0010064520563487491 0.0014982300142711838 0.001127779648945725 0.0015983239407537644 0.0010424560313668785 0.0016009344567811104 0.0012306144381000186 0.0030349621195213663 0.0014825795264599142 0.0014973665225044277 0.0013858416855363478 0.0015118513492593522 0.0014237129751458752 0.0027324750074659834 0.0011237145930520489 0.0012628220016677174 0.001185874192897173 0.0010927583160196134 0.0010076620646941583 0.0077025547343066011 0.0023797197166790518 0.001714762381043399 0.0011309359295879071 0.0015890430249783077 0.0022451683891735489 0.010134332597003137 0.0069745457238177266 0.0023424663187974204 0.0014786431760818166
leaf_count=113 65 193 226 124 233 154 135 17 101 21 29 54 67 322 224 56 203 76 27 14 296 299 39 32 22 233 199 232 33 71
internal_value=0 -7.60818e-05 -5.51673e-05 -3.33643e-05 -5.90892e-05 -2.63523e-05 2.48097e-06 -5.29601e-05 -2.47888e-05 8.6814e-06 4.16852e-05 1.50101e-06 3.57994e-05 -5.94702e-05 8.65802e-06 7.80063e-05 0.000124735 0.000173676 -0.000135783 0.000378792 3.62571e-05 -0.000601996 0.000466032 0.000550856 0.000670606 -3.59855e-05 0.0009111 0.000482157 0.000634504 8.00359e-05
internal_weight=0 0.0665712 0.0655648 0.0645321 0.0634044 0.061806 0.0603078 0.0554442 0.0542136 0.0526127 0.0511301 0.0496327 0.0482469 0.0397605 0.0367255 0.0339931 0.0328693 0.0316065 0.0125987 0.0190078 0.011175 0.00347248 0.0180001 0.0168142 0.0150995 0.00383421 0.0112653 0.0084864 0.00486357 0.0025211
internal_count=3910 3797 3604 3539 3415 3182 2956 2698 2681 2546 2525 2496 2442 2143 2042 1818 1762 1559 944 615 622 326 601 525 486 255 231 299 258 225
is_linear=0
shrinkage=0.00148603


Tree=1066
num_leaves=31
num_cat=0
split_feature=9 156 151 4 1348 11 14 2 150 40 157 3 0 160 3 51 1 3 0 42 13 0 16 42 16 13 48 52 15 4
split_gain=0.00139613 0.00112716 0.00103768 0.00144286 0.00124132 0.00132961 0.000960775 0.000782428 0.000882923 0.000865439 0.00102035 0.00112351 0.00106827 0.000893383 0.000814932 0.000768493 0.000758736 0.00151846 0.00126371 0.000918434 0.000862179 0.00160377 0.000764786 0.000620402 0.000849776 0.000560605 0.00055852 0.000546876 0.000827956 0.000602657
threshold=-0.016839999999999997 -1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.088030000000000011 0.08184000000000001 0.077685000000000018 0.086650000000000019 0.085360000000000005 0.028705000000000001 -0.081344999999999987 -0.074234999999999982 -0.14136999999999997 -1.0000000180025095e-35 -0.078884999999999997 0.11024000000000002 0.077800000000000022 -0.013944999999999997 -0.060094999999999989 0.083725000000000008 -0.089899999999999994 -0.071924999999999989 -0.15168999999999996 0.092635000000000009 0.15100500000000003 -0.26418499999999995 0.11379500000000002 -0.0066199999999999991 -0.095799999999999982 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 -13 -12 -15 26 18 -18 19 25 22 27 -19 24 -20 -9 -5 28 -22 -30
right_child=1 2 3 15 -6 -7 -8 16 -10 -11 11 12 -14 14 -16 -17 17 20 23 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012120557177558568 -0.0013729374961175115 -0.0013246178531326831 0.00084048422018370239 0.0010307892435243375 0.0013202816088826678 -0.0013729456276057156 -0.0011852297154324959 -0.0002558892639262001 -0.0013127922782107393 0.00090520822873140481 -0.0011820327683620881 5.8723625303478105e-05 -0.0012295144308227201 -0.00020189771141929721 0.0007453115695428941 -0.00045219748686094462 0.0011628335741134003 -0.00015653047213490603 0.0011533936199040918 -5.1422739382823193e-05 -0.0012717192726468109 -0.0013702180794822026 0.0013729663650524752 -0.00051918395561060269 0.0001075297697842914 -0.0013729574469147994 0.00017265895308361576 0.00055752821442648032 -0.00053896057949173065 0.00065669947207176098
leaf_weight=0.0016820276682392157 0.0012001456634203036 0.0011456104832836536 0.0014329656915648128 0.0042590850239054836 0.0011607069768615466 0.0015375284930438929 0.0014347850961584632 0.0012704970039862928 0.001403547968310547 0.0012810732358285995 0.0011934179493942052 0.0017286212375324794 0.0040691777341219674 0.0055327776091245165 0.0024789336624544403 0.0012049938551115247 0.003120724221126637 0.0010011932392899325 0.002099384043319226 0.0038804871188218293 0.0010002558301991388 0.0015777633814941776 0.0016022104238260235 0.0016217912811757884 0.0048396795445313501 0.0025386961624859128 0.002151694077362265 0.0034278766626982815 0.0013671134788637573 0.0018970197525050025
leaf_count=121 197 65 59 284 28 132 76 12 70 11 214 31 199 623 90 18 85 14 30 603 24 72 72 76 72 506 39 38 36 13
internal_value=0 -5.49172e-05 -2.9912e-05 -6.03287e-06 -8.42515e-05 -0.000114816 -7.74725e-05 -4.59152e-05 -0.000264652 -0.000181618 -0.000266329 -0.000372043 -0.000845425 -7.38867e-05 9.11819e-05 0.000553697 8.79431e-05 0.000310662 -0.000117556 -0.000521501 8.66833e-05 -0.000109367 0.000784766 0.000245281 0.000423951 -0.00100038 0.000742769 0.000149247 -0.000178945 0.000155922
internal_weight=0 0.0644598 0.0632596 0.062114 0.0544982 0.0533375 0.0518 0.0503652 0.0191205 0.017717 0.0164359 0.0150029 0.0057978 0.00920513 0.00801171 0.00761577 0.0312447 0.0149942 0.0162505 0.00768968 0.0118734 0.00927003 0.0026034 0.00856085 0.00693906 0.00380919 0.00641078 0.00769227 0.00426439 0.00326413
internal_count=3910 3789 3592 3527 3186 3158 3026 2950 1297 1227 1216 1157 230 927 713 341 1653 354 1299 1121 269 183 86 178 102 518 323 111 73 49
is_linear=0
shrinkage=0.00137286


Tree=1067
num_leaves=20
num_cat=0
split_feature=14 38 124 484 13 3 0 16 0 0 0 1 0 0 4 1 12 43 13
split_gain=0.000160842 0.000144657 0.000431417 0.000243284 0.000184326 0.000224107 0.000291851 0.000303437 0.000262312 0.000190124 0.000406798 0.000164134 0.000198416 0.00022127 0.000152556 0.000127093 0.000296597 0.000141982 8.58331e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.094679999999999986 -0.14218999999999996 -0.053834999999999994 -0.30307999999999996 -0.017269999999999997 -0.070894999999999986 -0.082994999999999985 0.11235500000000002 -0.23029999999999998 -0.15007499999999999 -0.012939999999999998 0.08844500000000001 0.089855000000000004 0.052855000000000006 0.098990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 15 18 7 -7 -8 10 11 12 -9 -14 -15 17 -17 -5 -6
right_child=-2 -3 3 4 5 6 8 9 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20
leaf_value=0.0019486973391184886 -0.0015270672182134408 -0.001421169817593349 -0.0015945206119636673 -0.00094351693065148278 0.0018729067254745105 -0.0016075673151596075 -0.0028130034458275074 0.0012000396909969482 -0.00028052599795972603 0.0016425442538459385 -0.0021622955031240349 0.0017212390607520623 -0.0019387417340106774 0.0012672314625582176 -0.00057224848088272256 0.0030257427621415041 -1.3643828719963932e-05 0.0009513992108779011 0.00026083176304032119
leaf_weight=0.0019331470707730216 0.0010992939060217024 0.0010448755250542776 0.0015371044535112391 0.0010836668142601936 0.0010988992992870756 0.0017140735653149398 0.0013099341643882934 0.0018515416609474729 0.0013662984385276597 0.0013551113148073729 0.0012071565220663763 0.0012265749749076349 0.0011083748314040217 0.0012354891873973236 0.0018278292615244492 0.0010560746625400408 0.0010438968905126522 0.0016028355903847102 0.0010619083622414038
leaf_count=269 135 91 566 84 110 174 153 51 134 225 723 24 30 442 378 124 56 64 77
internal_value=0 5.24434e-05 0.000114984 -4.12674e-05 7.16191e-05 -0.000132549 -0.000317133 -3.78192e-05 -0.0015201 0.0002364 1.10854e-05 0.000372972 9.84104e-05 -0.000390531 0.000169646 0.000769595 0.00151486 0.000187038 0.00108067
internal_weight=0 0.0256648 0.0246199 0.0226868 0.0211497 0.0163632 0.0142024 0.0115262 0.00267623 0.00981208 0.00845697 0.00724981 0.00602323 0.00417169 0.00306332 0.00478647 0.00209997 0.0026865 0.00216081
internal_count=3910 3775 3684 3415 2849 2521 2334 2047 287 1873 1648 925 901 850 820 328 180 148 187
is_linear=0
shrinkage=0.00404364


Tree=1068
num_leaves=20
num_cat=0
split_feature=1 49 15 51 12 3 133 42 16 2 16 15 16 12 3 15 47 0 0
split_gain=0.000148487 0.000192905 0.000217151 0.000190541 0.000190108 0.000196272 0.000217333 0.000217512 0.000349524 0.000234728 0.000276015 0.000183027 0.000281319 0.000211297 0.000458074 0.000285057 0.000196473 0.000181134 0.000168703
threshold=0.094385000000000011 -0.045004999999999996 0.024640000000000006 0.08955500000000001 -0.0089849999999999982 0.097615000000000021 0.091545000000000015 0.091230000000000019 0.070590000000000014 0.086915000000000006 -0.0083999999999999995 -0.24219999999999997 -0.13863999999999996 0.092365000000000017 0.090325000000000003 -0.019749999999999993 0.11381500000000001 -0.10131499999999999 -0.084304999999999977
decision_type=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 18 -11 12 -3 14 17 -16 -15 -13 -6
right_child=1 11 -4 -5 5 -7 -8 -9 -10 10 -12 13 -14 16 15 -17 -18 -19 -20
leaf_value=-0.0014661586055790619 0.0019950560983760545 0.0025455433688284955 -0.00012801954663344093 -0.0018903718522370631 -0.0013398189541635793 0.0012661522324299772 -0.0018072015289316897 0.0015789250465704804 -0.0023604279278411837 -3.1949722299618346e-05 0.0025328784747789667 0.0026586126276955326 -0.00029924105847656501 -0.0026149912588073806 -0.0020275053140705632 0.00059474369329255716 -0.00013624532912689607 0.0004541565278593323 0.00044273679445754391
leaf_weight=0.0015366935680893876 0.0019007082083959412 0.0010158618606903591 0.0012584213868436223 0.0010822800207112302 0.0019465825327492949 0.0016892806838697547 0.0011612208433821611 0.0012083203664648989 0.0010434894912901838 0.0016720157120057866 0.0010888394322943196 0.0010267213418231336 0.0011819589521426819 0.0010101873582393228 0.0016291482751851216 0.0010857131826345068 0.0010000780701560075 0.0013640289056051627 0.0014604364435696869
leaf_count=140 205 203 78 268 506 47 544 188 188 419 137 58 109 233 87 51 70 101 278
internal_value=0 0.000302819 0.00114934 -0.000293096 -0.000158114 2.02384e-05 -0.000199438 2.23006e-05 -0.000238524 0.000120463 0.00097958 1.56859e-05 0.00101566 -0.000293166 0.000135488 -0.000978829 -0.00138185 0.00140087 -0.000575717
internal_weight=0 0.0124728 0.00315913 0.0138892 0.0128069 0.0112702 0.0095809 0.00841968 0.00721136 0.00616787 0.00276086 0.0093137 0.00219782 0.00711588 0.00510561 0.00271486 0.00201027 0.00239075 0.00340702
internal_count=3910 1195 283 2715 2447 2307 2260 1716 1528 1340 556 912 312 600 297 138 303 159 784
is_linear=0
shrinkage=0.00396435


Tree=1069
num_leaves=20
num_cat=0
split_feature=14 11 3 160 1 4 12 13 157 52 3 2 151 43 12 16 47 1 2
split_gain=0.000137369 0.000141332 0.000216726 0.000200561 0.000173076 0.000299093 0.000364765 0.000263649 0.000201902 0.000220998 0.000363058 0.000223319 0.000225038 0.000211984 0.000160922 0.000138098 0.000120122 0.000117868 9.3753e-05
threshold=0.073890000000000011 0.08776500000000001 -0.15002999999999997 -0.23073999999999997 1.0000000180025095e-35 -0.083329999999999987 0.085185000000000025 -0.084084999999999979 -0.077044999999999988 0.067395000000000024 0.12046500000000002 0.089910000000000004 -0.0088999999999999982 -0.074254999999999988 0.088590000000000016 -0.083564999999999987 0.10843500000000002 0.099595000000000017 0.098195000000000018
decision_type=2 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 15 -7 17 -9 10 11 13 -13 16 -8 -5 -10 -6 -17
right_child=-2 -3 3 4 7 6 14 8 9 -11 -12 12 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0014135830521636225 -0.0014062402489766013 -0.0011689110909402997 -0.0017123034382287227 0.0016060174562140359 0.00036927482035550705 -0.0030355346614033738 0.00086255902122481069 0.0015070787272071697 -0.00069339573582918 0.0013235887754653765 -0.0025440272094217034 -0.00028126765019093807 0.0020856657886813 -0.0015501904352138484 -0.0011019621592608516 -0.00095547063155040533 0.0011577864508887524 0.0020190184826515819 0.00073550901260457512
leaf_weight=0.0018804562504091118 0.0010622250471459252 0.0014113420960200065 0.0010123673406821068 0.0011362040210339819 0.001076631032912446 0.0011318389992677653 0.0010454465716260297 0.001335867850598583 0.0011038123123463545 0.0013742653123980375 0.0010713493106582206 0.001295416983468467 0.0012313589441158568 0.0020082066578513951 0.0017560290237403631 0.0010371759586334474 0.0010997716228366983 0.001850429107640883 0.0010240697668155718
leaf_count=131 135 140 373 148 128 358 312 130 171 98 60 94 108 333 682 217 45 223 24
internal_value=0 4.95081e-05 0.000122774 1.0348e-05 9.50971e-05 -0.000404174 -0.00113621 0.000359852 6.70474e-05 -0.00014241 -0.000400373 -5.95581e-05 0.000872196 -0.000618545 -0.000368848 0.000496328 0.000230498 0.00141221 -0.000115357
internal_weight=0 0.024882 0.0234707 0.0215902 0.0205779 0.00713076 0.00393331 0.0134471 0.01052 0.00918418 0.00780992 0.00673857 0.00252678 0.00421179 0.00280148 0.00319745 0.00220358 0.00292706 0.00206125
internal_count=3910 3775 3635 3504 3131 1741 1352 1390 1039 909 811 751 202 549 994 389 216 351 241
is_linear=0
shrinkage=0.00396435


Tree=1070
num_leaves=31
num_cat=0
split_feature=31 133 52 160 1213 133 376 376 52 14 403 403 151 1374 16 1456 15 4 14 4 47 150 52 42 43 42 4 4 15 47
split_gain=0.00130297 0.000948673 0.00102869 0.000795413 0.000811588 0.000807895 0.000962523 0.00100711 0.000635744 0.000790765 0.000582294 0.000592377 0.000622657 0.000584368 0.000574465 0.000716691 0.000649355 0.00135858 0.000904698 0.000642433 0.000625443 0.000742861 0.00111294 0.000664522 0.000726459 0.00137396 0.000614223 0.000657293 0.00072711 0.000502381
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.51745999999999992 -0.40446999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 -0.40891499999999997 0.077685000000000018 -0.082179999999999989 0.088015000000000024 -0.40391999999999995 0.086000000000000007 -0.48509999999999992 -1.0000000180025095e-35 -0.095799999999999982 0.25367000000000006 -0.46879999999999994 -1.0000000180025095e-35 0.086165000000000005 -0.053939999999999995 0.11588000000000002 -0.09602999999999999 -0.083899999999999988 0.082690000000000013 -0.37626499999999991 -0.083329999999999987 0.083185000000000023 0.10933000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -10 12 -12 14 29 -16 17 19 -19 -17 21 -18 23 -23 -25 26 -26 -28 -29 -14
right_child=1 2 3 4 5 6 -8 -9 9 -11 11 -13 13 -15 15 16 20 18 -20 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0012688427148417499 -0.0011325264800405956 -0.0014003597750271411 -0.00091633668773276767 -0.00083274489586858088 0.0011222042865530277 0.00076171684044260696 -0.0011112147441802555 0.001340299612390951 -0.0010154861518258992 -0.0010932356639242952 -0.00085840256095532166 -0.00083880583255272487 0.00088620432077913755 -0.00074152057848107659 -0.0008680820742840835 -1.7003641555921113e-05 0.0013014636261587658 -0.00059062162343496755 0.0007458104988314711 -0.0011728421689823842 0.00098691513615850558 -0.00066269870837518119 -0.0011404478249409501 0.00070721193389042269 -0.00061092919299327009 -0.0012475717687387723 0.0010856997080879503 0.00041820464210818833 -0.00079937249392035017 -0.00016546014721151056
leaf_weight=0.0014957890983589009 0.0015588277169782385 0.0010457116773294741 0.0017885046965465659 0.0020385156530597906 0.0013876060103150669 0.0022717825125617699 0.0013869633182750354 0.0011971935067585085 0.0010115599109096199 0.0012556484048689134 0.0013108992530064248 0.0013905219391787673 0.0034715165034535497 0.0014757206694158134 0.0014586232657070033 0.001449171863422638 0.0011090579817114579 0.0014371237600556697 0.0032159490400971436 0.0026993773339398716 0.0021153759910585981 0.0015545537084138408 0.0012767958726738185 0.0055565922987492701 0.0013342988988504891 0.0013316805185115141 0.0021175529865047173 0.0049293009612268483 0.0011948775386798616 0.001198105938470917
leaf_count=113 238 266 290 534 42 94 27 32 432 69 62 106 157 73 195 81 40 43 97 67 56 61 58 194 47 184 33 131 59 29
internal_value=0 -5.52716e-05 -2.47456e-05 1.91057e-06 3.33863e-05 6.86017e-05 3.86124e-05 7.22833e-05 3.94007e-05 2.01674e-06 3.42704e-05 5.978e-05 9.08339e-05 0.000122801 0.00015686 9.14014e-05 0.000136084 -0.000186431 0.000333047 -0.000769084 0.000262133 0.000186995 0.000122938 0.00021246 0.000295092 8.51509e-05 0.000270485 0.000413181 0.000180645 0.000616374
internal_weight=0 0.0565694 0.0550106 0.0539649 0.0521764 0.0501378 0.0487502 0.0473633 0.0461661 0.0438943 0.0426387 0.0416271 0.0402366 0.0389257 0.03745 0.0327803 0.0313217 0.00880162 0.00465307 0.00414855 0.0225201 0.0204047 0.0192957 0.0180189 0.0164643 0.0109077 0.00957603 0.00824173 0.00612418 0.00466962
internal_count=3910 3797 3559 3293 3003 2469 2427 2400 2368 2274 2205 1773 1667 1605 1532 1346 1151 288 140 148 863 807 767 709 648 454 270 223 190 186
is_linear=0
shrinkage=0.00140032


Tree=1071
num_leaves=19
num_cat=0
split_feature=484 13 13 403 132 484 42 39 48 0 3 0 0 16 47 4 160 16
split_gain=0.000130608 0.000149616 0.000191569 0.000230062 0.00018687 0.000190007 0.000213152 0.000264702 0.00026226 0.000335472 0.000276911 0.000220998 0.000535353 0.000200836 0.000190262 0.000319126 0.000197038 0.00014486
threshold=-0.0043499999999999988 -0.52445999999999982 -0.23438999999999996 -1.0000000180025095e-35 0.08704000000000002 0.091130000000000017 -0.10770999999999999 0.084535000000000013 0.11930500000000001 -0.099024999999999988 -0.074234999999999982 -0.06402999999999999 0.12007500000000002 -0.083564999999999987 0.09252500000000001 0.015635000000000003 0.083295000000000022 -0.30307999999999996
decision_type=2 2 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 14 11 13 -13 -11 15 16 -8 -17
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 17 -18 -19
leaf_value=-0.00094795522249943684 -0.0012744731652212036 0.0012278813507707637 -0.0014537603978344569 -0.0011866638106155223 0.0013830663153066073 -0.0014703611811043174 0.0010214685838208768 0.0019643910446456286 -0.001530492268121468 0.00035058560461471679 -0.0016568225647210222 0.0020575760353510777 -0.0012399418477339131 -0.0015032584371993333 -0.00041375605590540388 0.00090439891430460885 -0.0010448330536768863 0.0025619353394542221
leaf_weight=0.0017793795142123084 0.0010367509171940173 0.0018505878835821622 0.0012776664296232773 0.0014938133676096156 0.0013996217135483482 0.001037728038037338 0.0014549565900934197 0.0010611935028750344 0.0011609500598299691 0.0014748912767634731 0.0015095975723023649 0.0016875000860316902 0.0010174908216987744 0.00154020924396292 0.0012811672657699891 0.0010927007561347679 0.0010066326939863757 0.0017988295863613502
leaf_count=612 54 145 857 139 155 222 89 259 52 218 278 102 92 417 41 103 38 37
internal_value=0 5.99953e-05 0.00011977 2.34719e-05 0.000117761 2.26389e-05 0.000110769 0.000231254 0.000108844 0.00024612 -0.000288928 7.20746e-05 0.000817204 -0.000596417 0.000829186 0.00112666 0.000176483 0.00193556
internal_weight=0 0.0241823 0.0231455 0.0212949 0.0200173 0.0186177 0.0175799 0.0160861 0.0150249 0.013864 0.00722969 0.00572009 0.00270499 0.0030151 0.00663429 0.00535312 0.00246159 0.00289153
internal_count=3910 3298 3244 3099 2242 2087 1865 1726 1467 1415 1107 829 194 635 308 267 127 140
is_linear=0
shrinkage=0.00359063


Tree=1072
num_leaves=31
num_cat=0
split_feature=31 160 457 150 14 147 484 15 15 51 39 42 43 376 13 43 13 16 4 16 1 52 0 4 1 3 150 3 1 52
split_gain=0.00133019 0.000733617 0.000700778 0.000704957 0.000899245 0.000850002 0.0008362 0.000636905 0.000927259 0.000764416 0.000625499 0.000693581 0.000560403 0.001226 0.000722514 0.000711579 0.00104185 0.000864831 0.00108395 0.000863422 0.000542132 0.000506993 0.000425527 0.000385998 0.000652515 0.000373157 0.000725917 0.000402356 0.000373721 0.000359416
threshold=-1.0000000180025095e-35 -0.40446999999999994 0.51789000000000007 0.082085000000000019 0.077685000000000018 0.088505000000000014 -0.08231999999999999 -0.24219999999999997 -0.19153499999999998 0.10731500000000001 0.13419 -0.10770999999999999 0.24789500000000006 0.048375000000000008 -0.094679999999999986 -0.074254999999999988 -1.0000000180025095e-35 0.15737500000000001 -1.0000000180025095e-35 -0.19424999999999998 0.10723500000000001 0.098910000000000012 -0.14808999999999997 -0.095379999999999979 0.08844500000000001 0.096385000000000012 0.087075000000000027 -0.097604999999999983 0.085990000000000011 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 -3 9 -9 22 11 -10 13 14 21 -16 -17 18 19 -18 -20 23 -8 -13 -25 26 28 -28 -5 -21
right_child=1 2 -4 5 -6 -7 7 8 10 -11 -12 12 -14 -15 15 16 17 -19 20 29 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.001024573202873143 -0.00079240113323492524 -0.00095335834039539358 -0.00097641847503468786 -1.8495650490963342e-05 -0.0010342285514950539 0.0011340023776544601 0.00030666269308927952 -0.00097524285855484806 -0.00082201315867686106 -0.00044125795419384863 0.00072083162324217403 0.00098132402782511634 -0.00079619497993157139 0.0010152688809779513 7.9229258579931078e-05 -0.0011347111626247475 -0.00057040831691993941 -0.0010218475086553156 -0.00091826476591598549 5.5261779272089977e-05 2.4038024208279654e-05 -0.00040402507734345935 0.001148857936987517 -0.00020638107271670232 0.00069181650116275219 0.00049167394847488477 0.00023312947055429675 -0.00062852225484668126 0.00093653226359004715 0.00086583033024945153
leaf_weight=0.001551487842796905 0.0017204725747920193 0.0012962682346699941 0.001011738112083548 0.0010268245945184162 0.0012532864545287117 0.0013009857929873201 0.0017698525325480219 0.0014233203265610608 0.0015073442447361965 0.0010620281135800269 0.0014083238031616921 0.0012678363431177786 0.0011885239700948338 0.0015127396629353021 0.0092809357060681368 0.0018661673806501461 0.0010701576848077821 0.001407854058834701 0.0019928831708284789 0.0010473112163893461 0.0013525044769835404 0.0011819967431350165 0.0014324344961269544 0.0020573793020694986 0.0022179565691864411 0.0026193054074390432 0.0010268604943490809 0.002355912318040331 0.0011421562276119346 0.0023232219265247878
leaf_count=113 305 323 17 32 95 86 45 79 156 20 22 30 148 41 600 811 9 163 43 26 36 30 168 63 44 53 30 188 53 81
internal_value=0 -5.45189e-05 -2.98223e-05 -1.08173e-05 -7.6187e-05 0.000271587 -4.59175e-05 -1.52617e-05 -6.75939e-05 0.000403296 -2.80666e-05 -6.17899e-05 -2.32943e-05 8.84866e-06 -4.74005e-05 -0.00015532 -0.000352139 -0.000193294 -4.34773e-05 0.000328545 -0.000537302 0.000279014 0.00068339 0.000424662 0.000259585 0.000134275 -3.43455e-05 -0.000366963 0.000484409 0.000613966
internal_weight=0 0.0531246 0.0514041 0.0503924 0.0409203 0.00947204 0.039667 0.0383708 0.0341065 0.00426432 0.0326831 0.0312748 0.0297675 0.0285789 0.0270662 0.020341 0.0110601 0.00919393 0.00778608 0.00444069 0.00334539 0.00672517 0.00320229 0.00554317 0.00427534 0.00817106 0.00555175 0.00338277 0.00216898 0.00337053
internal_count=3910 3797 3492 3475 3033 442 2938 2615 2382 233 2303 2281 2125 1977 1936 1769 1169 358 195 116 79 167 213 137 107 356 303 218 85 107
is_linear=0
shrinkage=0.00114875


Tree=1073
num_leaves=31
num_cat=0
split_feature=31 156 401 151 4 1348 11 14 133 1456 375 51 133 4 0 0 3 160 16 2 1 2 2 150 49 42 4 48 133 1186
split_gain=0.00121035 0.000980431 0.00093174 0.000944259 0.00110752 0.00106701 0.00135961 0.0009589 0.000789042 0.000662549 0.000673243 0.000593537 0.000577766 0.000569852 0.000798623 0.00104473 0.000796236 0.000773915 0.000769056 0.000959262 0.000842308 0.000676458 0.000612913 0.000546309 0.000582945 0.000479335 0.000525934 0.000455193 0.000444453 0.000415888
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10072000000000002 -0.52174999999999983 0.27608500000000008 0.088030000000000011 0.08184000000000001 0.077685000000000018 -0.26719999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.11024000000000002 -0.17468499999999998 -0.083329999999999987 -0.10575999999999998 -0.070894999999999986 0.15165000000000003 0.031805000000000007 -0.014754999999999999 0.11934000000000002 0.085110000000000005 0.087995000000000004 0.087005000000000013 0.087235000000000021 -0.069934999999999983 0.093785000000000021 -0.49837999999999999 0.11379500000000002 0.065880000000000008 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -10 12 27 -11 16 18 17 25 21 19 20 -15 -16 -19 -22 -25 26 -14 -6 29 -28
right_child=1 2 -4 4 11 -7 -8 -9 9 10 -12 -13 13 14 15 -17 -18 22 -20 -21 23 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0011510307518172991 -0.001293744540474365 -0.0012561673303820517 -0.001262665409569923 -0.0010881329107997866 0.0009409214094827415 0.0012428677731620703 -0.0012937570571661225 -0.0011508059944450707 -0.00082846367204839771 0.00091954789901195618 -0.00099943834283175523 -0.00038894927056186152 -0.00045833778236352473 -0.00066089096615418294 -0.001293787254181296 0.00013945825198082216 0.0012626555168813271 0.00074803711822038434 0.0007434942299529622 -0.0011203060502333172 0.0006252514881694678 -0.00032747188868426102 -0.00061701199175705202 -0.00075826933584087703 0.00041196674234223753 -0.00045709627526287515 7.6711319978112899e-05 0.00012811885399446015 0.00096313668068266536 0.00095108035466591229
leaf_weight=0.0014086718762518205 0.0010629081964821365 0.0010083667306384205 0.001022496396666849 0.0011195382072489704 0.0036728893191391157 0.0010259507682235372 0.001520931372073874 0.0012846955615870561 0.0015108847019573704 0.0012989151400848433 0.0010083153577831174 0.0010246943813285725 0.0013783637344158004 0.0017965121552840912 0.0029838952204683696 0.0052042803908065906 0.0012205372828475456 0.0010278768607079325 0.0028968909655837554 0.0011584273301537005 0.0042495307772512092 0.0020422361685570323 0.0011853098071750168 0.001273812908976879 0.001616468524646919 0.0017617614031788529 0.0049321504913188881 0.0016808411257791533 0.0018471781569600054 0.0011165088398144007
leaf_count=113 197 65 192 200 301 24 130 69 294 17 37 19 60 97 554 319 24 58 72 22 61 337 106 30 22 37 271 40 118 24
internal_value=0 -6.31336e-05 -3.92951e-05 -1.60649e-05 7.60069e-06 -6.17955e-05 -9.12556e-05 -4.96078e-05 -1.64217e-05 1.24828e-05 4.42479e-05 0.000513088 7.12381e-05 4.20041e-05 -6.84164e-05 -0.000302644 0.000271154 -0.000620467 0.000155931 -1.26827e-05 0.0001309 -0.00090115 1.69618e-05 0.00033013 -0.000103783 0.000161497 0.000279007 0.000685736 0.000407725 0.000238109
internal_weight=0 0.0559332 0.0548703 0.0538478 0.0528394 0.046461 0.045435 0.0439141 0.0426294 0.0415099 0.039999 0.00637842 0.0389907 0.0376917 0.0254352 0.0124436 0.0122565 0.00723932 0.0129916 0.0100948 0.00893632 0.00502613 0.00221319 0.00713981 0.00289028 0.011036 0.0092742 0.00535373 0.00789584 0.00604866
internal_count=3910 3797 3600 3408 3343 2983 2959 2829 2760 2560 2266 360 2229 2212 1678 1374 534 1055 304 232 210 891 164 113 52 510 473 341 413 295
is_linear=0
shrinkage=0.00129368


Tree=1074
num_leaves=20
num_cat=0
split_feature=43 40 42 123 133 484 3 15 0 14 457 3 2 160 42 160 42 3 0
split_gain=0.000179606 0.000307059 0.000304908 0.00033038 0.000296386 0.000271007 0.000217486 0.000304958 0.000287093 0.000200182 0.000222479 0.00020363 0.000364719 0.000258071 0.000131656 0.000122937 0.000241649 0.000352313 0.000247439
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 0.084880000000000025 0.093845000000000026 -0.0043499999999999988 -0.10315499999999998 -0.016339999999999997 -0.053834999999999994 -0.075274999999999995 -0.068264999999999978 -0.078884999999999997 0.085155000000000022 0.093550000000000008 0.084305000000000005 -0.082384999999999986 0.08110500000000001 0.076695000000000013 -0.18087499999999998
decision_type=2 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 -8 -11 12 -12 15 -9 -13 17 -17 -19
right_child=-2 2 3 -5 -6 6 8 14 -10 10 11 13 -14 -15 -16 16 -18 18 -20
leaf_value=0.00203334439794625 -0.0016139484199460456 -0.0018809840707070731 -0.0014657240190031804 0.0022235345320155051 -0.0017268714267041141 0.002321465376157236 -0.0014997938165090105 -0.00041224420740880311 -0.0016585032800604247 -0.0014373338600428393 -0.0023018945828653559 -0.00010603040665487007 0.00065315647323841211 -0.00094436413634196035 0.0013147609244858276 -0.00093660698164377124 0.0025484456770933591 0.00067223370621208995 0.0030052203206734187
leaf_weight=0.001130522981546255 0.0010148458100335813 0.001285359164636817 0.0015717964805380116 0.0010227099371943873 0.0014622087241731299 0.0016002816230216155 0.0010058725455190957 0.0018577432516062508 0.0014516913296182118 0.0010112798829622375 0.0010116005079368285 0.0011552414768535302 0.0016765501620184531 0.0011355224734468372 0.0010401398363846237 0.0012550818366370252 0.0016378583673872238 0.0018908345645520797 0.0010783953037425409
leaf_count=164 240 209 462 178 585 113 57 152 205 133 399 140 425 42 46 100 122 75 63
internal_value=0 5.36006e-05 -3.90756e-05 6.44684e-05 -3.66253e-05 8.46459e-05 0.000214211 0.000959656 -2.01116e-05 0.000164862 0.000306136 0.000468771 -0.000458884 0.000774633 0.000207631 0.00105279 0.00128116 0.000789804 0.00151955
internal_weight=0 0.0252807 0.0241502 0.0228648 0.0218421 0.0203799 0.0188081 0.00449816 0.0143099 0.0128582 0.0118524 0.0108411 0.00268815 0.00815293 0.00289788 0.00701741 0.00586217 0.00422431 0.00296923
internal_count=3910 3670 3506 3297 3119 2534 2072 311 1761 1556 1499 1366 824 542 198 500 360 238 138
is_linear=0
shrinkage=0.00388662


Tree=1075
num_leaves=20
num_cat=0
split_feature=15 158 16 41 159 15 156 49 457 0 15 1374 42 43 4 15 43 15 1
split_gain=0.000155862 0.000258999 0.000211508 0.000199578 0.000179019 0.000309597 0.000286612 0.000221311 0.000201801 0.000233291 0.000237341 0.000230393 0.000181838 0.000238885 0.000331743 0.000188546 0.000160201 0.000131598 0.000199361
threshold=-0.24219999999999997 0.084965000000000027 -0.13863999999999996 0.078535000000000008 0.088320000000000023 -0.11739999999999999 0.084330000000000016 0.10513500000000002 -0.066264999999999991 -0.10575999999999998 0.091600000000000015 -0.095439999999999983 -1.0000000180025095e-35 -0.083684999999999996 -0.078484999999999985 -0.07142999999999998 -0.028814999999999997 -0.091024999999999981 0.093245000000000008
decision_type=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 -7 11 12 -10 16 -14 -15 -16 -11 -13 -19
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 -12 17 13 14 15 -17 -18 18 -20
leaf_value=0.0024674621336436007 -0.0018340336491895794 -0.0018645398333644407 -0.00015436194008687095 -0.0015982724532765222 0.0015495761985383865 -0.0016336697160866571 -0.0019312445436364878 0.0021192858993288989 -0.0006175134232302515 -0.0016496253546391204 -0.0017573892691886632 0.0026110673744047892 0.0018871824078404628 -0.0013308331146822615 -0.00030408700685275424 0.0019069451470223708 0.00049879326015117987 -0.00029102659358570452 0.0022845824725419807
leaf_weight=0.0010172521643556642 0.0015098610941686836 0.0014000347017629191 0.0011720200669819705 0.0013003281908143807 0.0014071242951040333 0.0010392705531508941 0.0011004943906983691 0.0010886020671901355 0.0010908529292805724 0.0015115528992558636 0.0012894852153180212 0.0013749454303670916 0.0017311095691607799 0.0018411856068840608 0.0011853970124074357 0.0016093564908347359 0.0010348424384064581 0.0011113017442489987 0.0010201742407214276
leaf_count=207 214 346 110 151 225 167 353 145 21 272 448 51 90 316 212 134 305 65 78
internal_value=0 -0.000109453 0.00106388 1.00257e-06 0.000100288 -4.08756e-06 0.000149167 0.000284415 0.000158309 0.000284142 -7.04064e-05 0.00107101 0.000173645 0.000553647 5.5691e-05 0.000969134 -0.000776519 0.00159631 0.00094172
internal_weight=0 0.0236459 0.00218927 0.0222459 0.0209456 0.0195384 0.0180286 0.0169281 0.0158395 0.0148002 0.0102029 0.00459727 0.00891344 0.00636705 0.00463594 0.00279475 0.0025464 0.00350642 0.00213148
internal_count=3910 3593 317 3247 3096 2871 2657 2304 2159 1992 1777 215 1329 752 662 346 577 194 143
is_linear=0
shrinkage=0.004207


Tree=1076
num_leaves=21
num_cat=0
split_feature=124 43 123 484 133 52 42 3 130 1 12 475 48 2 1 3 49 13 4 2
split_gain=0.000158927 0.000211686 0.000228927 0.000236034 0.000183621 0.000208536 0.000198368 0.000266215 0.000226315 0.00018947 0.000370274 0.000244447 0.000277496 0.000196595 0.000433571 0.000202104 0.00015733 0.000119377 0.000107154 7.6798e-05
threshold=0.10385500000000002 0.19761500000000001 0.086020000000000013 -0.0043499999999999988 0.095090000000000022 0.18936500000000003 -1.0000000180025095e-35 -0.16059999999999997 -0.011554999999999998 0.12958500000000003 0.098845000000000016 -1.0000000180025095e-35 0.11379500000000002 0.086875000000000022 0.095155000000000017 0.088060000000000013 -0.047309999999999998 -0.028919999999999998 -0.075239999999999987 0.092865000000000017
decision_type=2 2 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 -5 10 11 -9 13 14 18 17 -17 19 -13 -15
right_child=-2 -3 -4 4 -6 -7 7 9 -10 -11 -12 12 -14 15 -16 16 -18 -19 -20 -21
leaf_value=-0.0014663117426306975 0.0013844882345428618 -0.0017111653260060971 0.0016222348740200525 0.0005155671122132621 -0.0012190965719918205 -0.0013236371708038493 0.0021449051482478367 -0.0010521183305614336 -0.0018024570861630335 0.0015401949245663271 -0.0020068487972095812 -9.6001125299577969e-05 -0.0011230888999232632 0.00049883307952217255 0.0017714651342118296 0.0013694220238483785 -0.00041681279333274885 0.0026203201440576657 -0.0017223608663061529 0.0018986972239207526
leaf_weight=0.001529974729305327 0.0010543832409388712 0.0010079787630890838 0.0011153244606745263 0.0010066275550436599 0.0014793277927229722 0.0012548886955559549 0.0010544212397423014 0.0015993085180752162 0.0012876516449749067 0.0013626239529124793 0.0010264500480248193 0.0010062242832138101 0.0012704297584704713 0.0010855738477413279 0.0011915658952994512 0.0011629034605835642 0.00153377806461652 0.0012100907373309155 0.0011813963091828021 0.0010192341397203819
leaf_count=579 49 246 189 163 514 266 139 255 407 152 91 194 51 125 91 62 66 53 150 68
internal_value=0 -6.78344e-05 3.02103e-06 -7.80997e-05 2.43447e-05 0.000119885 0.000220531 0.000367495 -0.000785411 0.000239564 0.000106179 0.000283082 0.000483378 0.000700709 -6.08785e-06 0.00109801 0.000353474 0.00170369 -0.000974296 0.0011767
internal_weight=0 0.0243858 0.0233778 0.0222625 0.0207325 0.0192532 0.0179983 0.015704 0.00229428 0.0146496 0.013287 0.0122605 0.0106612 0.00939077 0.00337919 0.00601158 0.00269668 0.0033149 0.00218762 0.00210481
internal_count=3910 3861 3615 3426 2847 2333 2067 1497 570 1358 1206 1115 860 809 435 374 128 246 344 193
is_linear=0
shrinkage=0.00366245


Tree=1077
num_leaves=19
num_cat=0
split_feature=51 124 4 0 12 1 51 12 12 16 160 2 49 42 151 4 1 51
split_gain=0.000155649 0.000252774 0.000217065 0.000229662 0.000194126 0.000188219 0.000211793 0.000198081 0.000246644 0.000249823 0.000153336 0.000267063 0.000195677 0.000257824 0.000177096 0.000220926 0.000337055 0.000315206
threshold=-0.40274499999999996 0.08919500000000001 -0.49837999999999999 1.0000000180025095e-35 0.084100000000000022 1.0000000180025095e-35 -0.09021499999999999 0.085185000000000025 0.086935000000000012 -0.035699999999999989 -0.079684999999999992 0.11290500000000002 -0.081419999999999979 0.094035000000000021 -0.0088999999999999982 0.25367000000000006 0.11215000000000001 0.077145000000000005
decision_type=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 -8 -12 14 -14 16 17 -16
right_child=1 -3 3 4 -6 6 10 8 9 -11 12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0017088098458703078 -0.001728734943540597 0.0023561789278597105 -0.0025309849617318075 0.0028939282605118118 0.00032816986365499199 0.0019698118891564543 -0.0025773045465270275 0.0015554340520187969 -0.002750960297221165 0.00023094124211372785 0.001596274311950288 0.00063894074198306977 -0.0010367306610758113 -0.0022062015347435516 -0.00027625184675770918 0.0020409351105163663 -0.0021520570031294973 0.0028382923050441957
leaf_weight=0.0011100283630671717 0.0015144564981662825 0.0010001497158476083 0.0011924914363873459 0.0010749400005359558 0.0015587774486318651 0.0012932935456335679 0.0012169078725472468 0.0010409502182102681 0.0011256802181067683 0.0013134484320249705 0.0018667611851461716 0.0010271719232242127 0.0017998044569826925 0.0010613409739490542 0.001941032599817369 0.0016975664452822947 0.0010999779178781921 0.0010974177126485962
leaf_count=145 173 68 460 138 90 128 183 240 754 342 125 66 177 244 313 144 54 66
internal_value=0 7.04062e-05 -2.93282e-05 9.08946e-05 0.00137537 -8.93004e-05 0.000178417 -0.000897241 -0.000337418 -0.00114523 -2.46999e-06 -0.00110515 0.000231771 -6.11073e-05 0.000237051 0.000629882 5.10733e-05 0.000848649
internal_weight=0 0.0239222 0.022922 0.0214076 0.00263372 0.0187738 0.0141013 0.00467257 0.00348008 0.00243913 0.012808 0.00224408 0.0105639 0.00869714 0.0076358 0.00583599 0.00413843 0.00303845
internal_count=3910 3765 3697 3524 228 3296 1500 1796 1336 1096 1372 249 1123 998 754 577 433 379
is_linear=0
shrinkage=0.00464487


Tree=1078
num_leaves=18
num_cat=0
split_feature=11 2 159 150 49 150 40 12 43 0 51 1 13 2 13 1 0
split_gain=0.000142857 0.000157716 0.000259583 0.000226688 0.000236617 0.000213866 0.000160848 0.000200213 0.000628507 0.000276722 0.000136287 0.000126664 0.0001796 0.000106312 7.81626e-05 7.25226e-05 0.000112654
threshold=0.08184000000000001 0.099015000000000006 0.089930000000000024 0.083205000000000015 -0.006494999999999999 0.090480000000000019 -1.0000000180025095e-35 0.088590000000000016 -0.074254999999999988 -0.077944999999999987 0.11355500000000002 0.10521500000000002 -0.074599999999999986 0.089910000000000004 0.059170000000000007 0.087545000000000026 -0.089879999999999974
decision_type=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 9 14 13 11 12 -6 15 -9 16 -8
right_child=-2 3 -4 -5 10 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0011390270092245737 -0.0011061536077922257 -0.0015083180892273089 -0.0021133683893514959 0.0017373774615648738 0.0011156902841426234 -0.0015466603963347173 -0.001380619460911405 0.0013562033755527762 -0.0027154541895884456 0.0024249589538803858 -0.00081070754495262114 0.0015203579374410679 -0.00079471292586743409 0.0012944189999146325 -6.8842710994357711e-05 0.00063501584697239028 0.00041277670423564539
leaf_weight=0.0013672630203079581 0.0017269864953568517 0.001118425986585514 0.0010223094345934445 0.0018086281624567491 0.0016920810865872493 0.0013226863978027534 0.0010871968587443815 0.0013958640593579041 0.0012470123173445591 0.0012304112339778222 0.0010743910008789159 0.0020023330974804354 0.0014244765993319808 0.0013359202222984479 0.0010675122134502502 0.0016070751379267945 0.0011150487242417573
leaf_count=160 224 86 279 180 101 185 244 217 622 87 100 223 326 105 138 109 524
internal_value=0 7.62195e-05 -0.000191148 0.000480724 0.000169877 -3.73356e-05 0.000136969 0.000309943 -0.000422225 0.000736037 0.000472937 0.000742358 0.000242507 0.000332155 0.000738655 -5.30825e-06 -0.000472581
internal_weight=0 0.0229186 0.0137983 0.00912034 0.00731171 0.012776 0.0114533 0.010086 0.00371039 0.00637565 0.00619328 0.00511889 0.00311656 0.00514524 0.00246338 0.00380932 0.00220225
internal_count=3910 3686 2670 1016 836 2391 2206 2046 977 1069 750 650 427 982 355 877 768
is_linear=0
shrinkage=0.00396435


Tree=1079
num_leaves=31
num_cat=0
split_feature=31 52 151 4 480 133 457 1374 150 49 52 47 1213 13 158 0 150 1 15 474 52 156 148 160 13 51 2 4 15 13
split_gain=0.0012243 0.00100679 0.00102469 0.00103767 0.00108298 0.0011164 0.000953712 0.000917651 0.000993566 0.00080148 0.000838182 0.00101347 0.000727353 0.000660398 0.000608202 0.00088493 0.00076218 0.00112177 0.000734451 0.000569924 0.000652755 0.000605131 0.000502768 0.000452818 0.000397928 0.000466233 0.000393969 0.000387565 0.000500529 0.000384598
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.52174999999999983 0.51224500000000017 0.086640000000000009 -0.39018999999999998 0.51789000000000007 0.09309000000000002 0.095565000000000011 0.13906000000000002 0.11588000000000002 0.085165000000000018 -0.081334999999999977 -0.010384999999999998 0.084900000000000017 -0.084304999999999977 0.083205000000000015 0.10752500000000002 -1.0000000180025095e-35 0.084420000000000009 -0.068164999999999989 0.082150000000000015 -1.0000000180025095e-35 0.088785000000000017 -0.0041499999999999983 0.088715000000000002 0.088300000000000003 -0.49269499999999994 0.090505000000000016 -0.089899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -12 -7 14 15 16 17 18 -14 21 -21 24 -10 -24 -15 -26 -20 -17 29 -29
right_child=1 2 3 -5 -6 6 -8 -9 22 -11 11 -13 13 19 -16 27 -18 -19 26 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011342207461500261 -0.001204085471574991 -0.0013031260578522136 -0.0013460443987272136 0.0012959836989824124 -0.0011589348644058044 -0.00095768173828899694 -0.001179192564388165 -0.0010353542600327274 0.0013224582412116645 0.00080850942281339812 -0.00096474855353315917 0.00033082108074530716 -0.0012258729654648661 -0.00090307805764195412 -0.0006489240854678864 -9.9428983000181766e-05 0.00088634330697819671 0.0005247355452330033 -0.00065315171726559298 -8.3743188296644147e-05 0.0012775627587010834 -0.0010412847070124371 -0.00013950280517699 0.0008355673345328275 2.20485918662535e-05 -0.00087488762123738551 0.00051622585183060175 0.0012984789911747079 -4.0868888150401452e-05 0.00060811630640764981
leaf_weight=0.0015963681992150472 0.001361942093873302 0.0011290558987093737 0.0010976305376803044 0.0010840610106592754 0.001507313806172971 0.0012639936468347148 0.0011649772231976377 0.0013688379972549561 0.0014488097680942502 0.0022214685086474608 0.0033419549383555394 0.0016260048760461387 0.0018967996863905592 0.0010472288852432206 0.001206278136768101 0.001067792780702348 0.0015128571879294839 0.0025415828395622952 0.0010444931998736416 0.0014822939017662407 0.0011204339910051422 0.0013417832785300723 0.0016248990496716678 0.0018395574418264005 0.014005027302024912 0.0011349435876155658 0.0010431941551019008 0.0027380955971767484 0.001150637499787166 0.0031363449580297364
leaf_count=113 275 65 198 128 227 330 17 56 73 58 352 66 225 145 149 18 38 57 134 61 21 53 126 25 444 57 28 45 157 169
internal_value=0 -6.01731e-05 -3.3399e-05 -8.27434e-06 -3.35336e-05 -2.38993e-06 2.52441e-05 5.21215e-05 8.14032e-05 1.98563e-05 -2.0233e-05 -0.000540711 4.65231e-05 8.03986e-05 0.000272942 0.000341876 2.55812e-05 -0.000173959 -0.000619634 -8.5426e-05 0.000502278 -0.000172689 0.000656668 0.00037824 -0.00010069 -4.51888e-05 -6.88268e-05 0.000656062 0.000770895 0.000929897
internal_weight=0 0.0595503 0.0581884 0.0570593 0.0559752 0.0544679 0.0533703 0.0522053 0.0508365 0.0459232 0.0437017 0.00496796 0.0387338 0.0374698 0.0173381 0.0161318 0.00803893 0.00652607 0.00398449 0.0201317 0.00260273 0.017529 0.00491327 0.00346446 0.0161872 0.01514 0.00208769 0.00809287 0.00702508 0.00587444
internal_count=3910 3797 3522 3457 3329 3102 2904 2887 2831 2607 2549 418 2131 1801 1020 871 482 444 387 781 82 699 224 151 646 501 162 389 371 214
is_linear=0
shrinkage=0.00134594


Tree=1080
num_leaves=20
num_cat=0
split_feature=51 1 47 50 42 51 4 43 151 52 13 48 4 16 15 457 42 4 0
split_gain=0.00014215 0.000228873 0.000264644 0.000220327 0.000201362 0.00017277 0.000188746 0.000161919 0.000283077 0.000307111 0.00024742 0.000490014 0.000262855 0.000250833 0.000158689 0.000145844 0.000143276 0.000142375 8.17738e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11896000000000002 0.10119500000000002 -1.0000000180025095e-35 -0.07742499999999998 0.26450500000000005 -0.083684999999999996 -0.024429999999999997 0.11401500000000002 -0.094679999999999986 0.094800000000000009 -1.0000000180025095e-35 -0.057604999999999996 -0.0063699999999999989 0.084620000000000015 0.089925000000000019 -0.083329999999999987 -0.16128999999999996
decision_type=2 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 14 7 16 15 10 12 13 -10 -12 -6 -9 -7 -2 -8
right_child=1 -3 -4 -5 5 6 18 8 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0014594446150244362 0.00016198068111304736 0.0017707435797665217 -0.0021094235224742063 -0.0018018264163854327 -0.0019704606013392321 0.0018952922185689531 0.0007944439174155947 0.0024938448226326268 0.0019931594711501211 -0.0024324785850095834 -0.0024573944662767671 0.0018405644322289066 -0.0006108881378671556 -5.9785567775700727e-05 0.00030728203369774851 0.00033438475608924792 8.6869317875357992e-05 -0.0016284663968346852 0.0023831800240405958
leaf_weight=0.0010960867162435042 0.0013747324874797129 0.0012593934935584685 0.0010007011271415669 0.0010285382185059025 0.0010011622676566745 0.0017448077691459849 0.0010931279385570924 0.001021455781720749 0.0016425204684724637 0.0010236267196536974 0.0018096885184237495 0.0010080755224421978 0.0011017320022026463 0.0012584910126680667 0.0010834164300561602 0.0011104122497807012 0.0013009831935528737 0.0016774452306767681 0.0011115534610280928
leaf_count=145 363 157 102 418 242 238 88 89 90 215 383 41 48 265 153 66 96 530 181
internal_value=0 5.99123e-05 -3.6308e-05 6.06718e-05 0.000154746 0.000326965 0.000479424 0.000290473 3.63419e-05 -0.000325863 -9.70016e-06 -0.00065426 0.000947715 -0.00147395 -0.000786651 0.00136906 0.00112284 -0.00082203 0.00159545
internal_weight=0 0.0236519 0.0223925 0.0213918 0.0203632 0.0173111 0.0152265 0.0130218 0.009976 0.00784413 0.00682051 0.00407626 0.00274425 0.00306818 0.00208458 0.00213187 0.00304579 0.00305218 0.00220468
internal_count=3910 3765 3608 3506 3088 2195 1800 1531 1197 1042 827 689 138 648 395 155 334 893 269
is_linear=0
shrinkage=0.00412451


Tree=1081
num_leaves=18
num_cat=0
split_feature=15 158 41 15 42 43 4 3 3 49 43 1 3 1 2 1 0
split_gain=0.000131479 0.000213574 0.000176847 0.000140646 0.000138594 0.000471149 0.000203386 0.000224593 0.000273752 0.000227222 0.000200025 0.000171086 0.000277484 0.000130636 0.000142406 9.9835e-05 7.63347e-05
threshold=-0.24219999999999997 0.085745000000000002 0.078535000000000008 -0.11739999999999999 -0.10770999999999999 -0.17307499999999998 -0.48072499999999996 -0.11266 -0.078884999999999997 -0.07107999999999999 -0.083899999999999988 0.11215000000000001 0.097615000000000021 0.095575000000000007 0.087995000000000004 0.093720000000000012 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 -2 -5 -6 -7 -8 10 15 -9 12 13 14 -11 -10 -1
right_child=1 -3 -4 4 5 6 7 8 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00016936550199547705 -0.0010206158128958588 -0.0016338382988342183 -0.0014194816754722922 -0.0010674035102072471 0.0020912549131922873 -0.001639043659485582 0.0014521701687320008 4.4451640838975871e-05 -0.00171686078903305 -0.0010316479745496733 -0.0021098331574720031 -0.00050431649236467072 0.0022048814712764047 0.0014439069081958302 0.00068497140957009695 4.735930024052347e-06 0.0016662704266055034
leaf_weight=0.0010084780717816155 0.0015838834448494111 0.0012811293853816621 0.001245968774126415 0.0012399207343848908 0.0019207948918549224 0.0010082139601653656 0.0017947067619717939 0.0011921886491757508 0.0010326306841967892 0.0013169632880373448 0.0014343877776492563 0.0016687831994794955 0.0017465334653135045 0.0011925076924725886 0.0016379082696653668 0.0010030763147934607 0.0010508282675506233
leaf_count=64 238 333 153 178 116 184 101 367 51 168 906 134 75 123 367 99 253
internal_value=0 -9.31963e-05 7.09763e-07 9.02035e-05 0.000186935 0.000278699 4.70264e-05 0.000168279 -2.02049e-05 0.000284039 -0.00113202 0.000594292 0.000905349 0.000358093 -8.01125e-05 -0.000868559 0.00093321
internal_weight=0 0.0222996 0.0210185 0.0197725 0.0181886 0.0169487 0.0150279 0.0140197 0.012225 0.0095984 0.00262658 0.0075627 0.00589391 0.00414738 0.00295487 0.00203571 0.00205931
internal_count=3910 3593 3260 3107 2869 2691 2575 2391 2290 1017 1273 867 733 658 535 150 317
is_linear=0
shrinkage=0.00388662


Tree=1082
num_leaves=31
num_cat=0
split_feature=31 160 1213 151 4 1348 11 14 484 50 403 403 150 15 47 43 133 52 52 4 0 42 457 43 14 47 0 42 48 4
split_gain=0.000974179 0.00066134 0.000660125 0.000490745 0.000651781 0.000754331 0.00117412 0.000827955 0.000545657 0.000597873 0.000746022 0.000725818 0.000557672 0.000531961 0.000741227 0.000529465 0.000887888 0.00091167 0.000593996 0.000665057 0.000636819 0.00108792 0.000567466 0.00051531 0.000481933 0.000567281 0.000373619 0.000326958 0.000525703 0.000754859
threshold=-1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -0.40391999999999995 0.27020000000000005 0.084895000000000012 0.08184000000000001 0.077685000000000018 -0.0043499999999999988 0.10030500000000002 0.088015000000000024 0.03138500000000001 -0.18357499999999996 -0.095799999999999982 0.10783500000000001 0.14198000000000002 0.094185000000000005 0.11262000000000001 0.092550000000000007 -0.37626499999999991 -0.017269999999999997 -1.0000000180025095e-35 -0.0034949999999999994 0.24789500000000006 -0.46879999999999994 0.096475000000000019 -0.13870499999999999 0.098285000000000011 0.08346000000000002 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 14 26 16 17 18 19 -15 21 -21 -23 -17 -6 -26 -14 28 29 -24
right_child=1 2 3 4 24 -7 -8 -9 9 -11 -12 -13 13 15 -16 23 -18 -19 -20 20 -22 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011350623051381674 -0.00090399514622473544 -0.00075554945511855872 -0.00079641680351555974 -0.00064442615722625027 -0.0003126217900779067 0.0010168786966139292 -0.0012937393293699308 -0.0011444719594295822 0.00086507172177019279 0.00083478053025073484 -0.0010237250180603168 0.0008866617332874715 -0.0003225871754330722 -0.00079137973616344166 0.00043072720632175227 0.0010443250052849661 -0.0010170349066302724 -0.0010506213715303784 0.00088584381098942057 -0.0009806662696622663 0.0010277913009799945 -0.00062445273363311374 0.00069524524477869876 -0.00010793165908116214 0.0009272678642919445 -3.3582326625308436e-06 -0.0011922578627821144 0.00094763547768950791 0.0006213048218093578 -0.00045403882075101964
leaf_weight=0.0011880059386729638 0.0014739491995752743 0.0019726068655204756 0.0012287300444908658 0.0019680488615784189 0.0011869874880687803 0.001111414041417901 0.0012562955389192601 0.0010619687943531622 0.0012059491957785431 0.001574308160982695 0.0011103173281944425 0.0016622443841631798 0.0016642796548822503 0.0014075507030701798 0.0012045031499781089 0.001630030603614884 0.0014014712582006697 0.0011621078630188455 0.0015923591509405819 0.0014887606263205315 0.0012367717075889911 0.0012099360055746198 0.0014308121391000024 0.0010799074712801726 0.0031847624912133546 0.0016716104905256657 0.0016428376948011613 0.0012015568780867625 0.0031623427154681139 0.0028849476027072961
leaf_count=113 305 560 81 512 46 48 143 58 13 106 107 49 45 70 19 26 279 47 38 184 33 83 53 79 298 45 130 31 82 227
internal_value=0 -5.11134e-05 -2.35426e-05 9.5585e-06 3.29185e-05 -3.24859e-05 -6.55819e-05 -2.01789e-05 1.60886e-05 5.80853e-05 1.64648e-05 5.73211e-05 5.50718e-06 -3.53032e-05 -0.000438146 5.17049e-05 -2.78175e-05 5.48163e-05 0.000137086 5.20596e-05 0.000146168 5.03393e-05 0.000205545 0.000585152 0.000426325 0.000606937 -0.000754603 0.000321246 0.0002206 -7.30145e-05
internal_weight=0 0.0470694 0.0455954 0.0436228 0.0423941 0.0363507 0.0352393 0.033983 0.032921 0.030953 0.0293787 0.0282684 0.0266061 0.0254002 0.00451162 0.0208886 0.0181786 0.0167771 0.015615 0.0140227 0.0126151 0.0113784 0.0098896 0.00270994 0.00604336 0.00485637 0.00330712 0.00867966 0.0074781 0.00431576
internal_count=3910 3797 3492 2932 2851 2462 2414 2271 2213 1701 1595 1488 1439 1426 194 1232 1127 848 801 763 693 660 476 105 389 343 175 393 362 280
is_linear=0
shrinkage=0.00129368


Tree=1083
num_leaves=18
num_cat=0
split_feature=14 11 1 3 3 13 47 0 3 4 0 47 52 4 15 16 16
split_gain=0.00014125 0.000127831 0.000147833 0.000234075 0.000227166 0.000252658 0.000247077 0.00027089 0.000226738 0.000306116 0.000221792 0.000187027 0.000180186 0.000151072 0.000127575 0.000190724 8.67027e-05
threshold=0.073890000000000011 0.087830000000000005 0.077800000000000022 -0.10315499999999998 -0.078884999999999997 -0.080649999999999986 0.09252500000000001 -0.074249999999999997 0.082730000000000012 -0.0031049999999999997 -0.084074999999999997 1.0000000180025095e-35 -0.072349999999999984 0.15045000000000003 0.024640000000000006 0.20277000000000003 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -5 11 8 -8 -7 -10 16 -6 -11 -14 15 -12 -1
right_child=-2 -3 3 4 5 6 7 -9 9 12 14 -13 13 -15 -16 -17 -18
leaf_value=-0.0025699231625620645 -0.0017694239016659737 -0.0013848293601054916 0.0021130784377136245 -0.0018875936495459616 0.0032652259434249064 0.0019926011180706827 -0.0029298646839786315 0.00017949671841372317 -0.0023579607944587536 -0.0007674539857132341 -0.0016106647640162241 0.00050561020217211529 0.0027780403887502263 0.00028636558163520968 0.001143858274325863 0.00060631468124637479 -0.00063766898187235348
leaf_weight=0.001184260102557011 0.0010188351778332985 0.0013321310018241652 0.0017338863602798247 0.0010917003950217117 0.0011206690242892567 0.0018612104027138088 0.0011632157032677171 0.001495687916802213 0.0010092048006073995 0.0013189990286708309 0.0016551688620730105 0.0011747185719483966 0.0010883561280081722 0.0011891583018197593 0.0019106291192622082 0.0020026943691737742 0.0010004613462087338
leaf_count=697 135 137 168 377 252 359 95 84 109 36 222 82 26 67 569 201 294
internal_value=0 6.87945e-05 0.000156813 0.000449047 0.000218466 0.000419775 5.92988e-05 -0.00118079 0.000569164 -6.0588e-06 -0.000380177 0.00185293 0.0006539 0.00147706 0.000131782 -0.00039686 -0.00168508
internal_weight=0 0.0233322 0.022 0.0142468 0.0125129 0.0114212 0.00912583 0.0026589 0.00646693 0.00460572 0.00775321 0.00229539 0.00359651 0.00227751 0.00556849 0.00365786 0.00218472
internal_count=3910 3775 3638 1655 1487 1110 776 179 597 238 1983 334 129 93 992 423 991
is_linear=0
shrinkage=0.00483252


Tree=1084
num_leaves=19
num_cat=0
split_feature=4 11 15 48 15 13 51 3 1 15 0 43 0 43 4 47 3 4
split_gain=0.000123231 0.000342985 0.000140272 0.000192501 0.000185494 0.000413423 0.000199151 0.000178282 0.000171721 0.000203275 0.000133181 0.000114035 0.000244447 0.000355061 0.000115586 9.9457e-05 9.90338e-05 9.55402e-05
threshold=0.27020000000000005 0.079700000000000007 -0.11739999999999999 0.016865000000000002 -0.0063699999999999989 -0.071149999999999977 -0.023134999999999996 -0.081954999999999986 0.091845000000000024 -0.074174999999999977 -0.11756999999999999 -0.17307499999999998 -0.083424999999999985 0.083940000000000015 -0.077679999999999985 0.10843500000000002 0.11818000000000002 -1.0000000180025095e-35
decision_type=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 -5 17 -10 16 -8 14 -14 -13 -7 -2 -9
right_child=10 -3 3 7 6 15 11 8 9 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0014024512220133804 0.0010644280695476906 -0.002642840868168963 -0.0031017742561568595 0.002467935584461426 0.0014227493689475828 -0.0009907245037096505 0.00092468276680695595 0.0004195800934301715 0.0025769470838817297 -6.5488355215597896e-05 0.0018812556356110923 0.0014082164290147498 -0.002741585263158848 0.0002946805789440938 -0.00042831100409305035 0.00087159622896757405 -0.00085418765311736733 -0.0014959636119786963
leaf_weight=0.001334636660474074 0.0010482396022981622 0.0010348967470688022 0.0012770029275362832 0.0010350299937874619 0.0018975983997108212 0.0010129648191765624 0.0014369080699598831 0.0010532365647004105 0.0011493463423466466 0.0011719104348646425 0.0013292754421904132 0.0013707472402600951 0.0016631490514577131 0.0014257388234004686 0.001361506938275023 0.001311726952637482 0.0010978373711880707 0.0010231093705739261
leaf_count=229 105 187 534 79 161 305 102 66 133 83 279 401 754 101 134 63 88 106
internal_value=0 -0.00013819 -5.43202e-06 9.70702e-05 -0.000202638 -0.00106096 0.000135012 0.000800869 0.000408505 0.00124289 0.000770777 -0.000201663 -0.000479694 -0.00134014 0.000493058 6.01057e-05 8.29497e-05 -0.000524295
internal_weight=0 0.0205595 0.0195246 0.01819 0.0127573 0.00360169 0.00915565 0.00543263 0.0043976 0.00232126 0.00347535 0.00725805 0.00582114 0.00308889 0.00273225 0.00232469 0.00214608 0.00207635
internal_count=3910 3438 3251 3022 2555 902 1653 467 388 216 472 1492 1390 855 535 368 193 172
is_linear=0
shrinkage=0.0044645


Tree=1085
num_leaves=19
num_cat=0
split_feature=403 403 160 42 0 41 39 484 3 457 160 4 48 150 0 42 4 12
split_gain=0.000133554 0.000206016 0.000218781 0.000158837 0.000239382 0.00021656 0.000158024 0.000186582 0.000130558 0.000174415 0.000279432 0.000218052 0.000207739 0.000186329 0.000147629 0.00014672 0.000110253 8.7223e-06
threshold=0.088015000000000024 0.03138500000000001 -0.23073999999999997 -1.0000000180025095e-35 -0.047019999999999999 0.078535000000000008 0.085220000000000004 -0.0043499999999999988 -0.115685 -0.0034949999999999994 -0.080734999999999987 0.074650000000000008 0.083775000000000002 0.090695000000000012 -0.11756999999999999 0.084100000000000022 -0.076329999999999995 0.086355000000000015
decision_type=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 -5 17 -10 -11 12 15 -14 -13 16 -12 -9
right_child=-2 -3 3 5 -6 -7 -8 8 9 10 11 14 13 -15 -16 -17 -18 -19
leaf_value=-0.0021331605048038804 -0.0015540551120781889 0.0020987833144902462 -0.0024256264477751557 -0.0013857250163428079 0.00035567517678925621 -0.0017405769560827162 0.0019104820887623645 0.0017997395175074482 -0.001445144623778881 -0.0018426808100310457 0.00098338589412010373 0.00081383359739749315 0.0019686398438666774 -0.00046742705060110417 0.0030195849638216324 -0.0018628860587408575 -0.00083962058258760057 0.0011874113719898608
leaf_weight=0.0010125983605871599 0.0011455569965081588 0.0010321818577490585 0.0012817953418678002 0.0013908771962027064 0.0013934225170917349 0.0011200326479372516 0.0013216526947861787 0.0010062385511204709 0.0012264488719897519 0.0010757095008580584 0.0014721455577557663 0.0014840491514669374 0.0020021600643578275 0.0010237966711459379 0.001171348290674723 0.0011567334044540467 0.001393035546172431 0.0010013375917878875
leaf_count=370 343 127 716 490 65 129 275 44 136 154 70 99 106 37 71 475 74 129
internal_value=0 7.16658e-05 -2.55021e-05 7.85003e-05 -0.000976949 0.000236722 0.000369133 0.000236885 0.000397939 0.000214599 0.000403447 0.000652454 0.000225059 0.00114443 0.00178683 -0.000466643 9.705e-05 0.00149432
internal_weight=0 0.0225656 0.0215334 0.0205208 0.00267522 0.0178456 0.0167255 0.0154039 0.014013 0.0120054 0.010779 0.00970327 0.00704787 0.00302596 0.0026554 0.00402191 0.00286518 0.00200758
internal_count=3910 3567 3440 3070 781 2289 2160 1885 1395 1222 1086 932 762 143 170 619 144 173
is_linear=0
shrinkage=0.00464487


Tree=1086
num_leaves=18
num_cat=0
split_feature=4 11 403 4 1 16 2 15 49 52 42 43 43 0 52 0 13
split_gain=0.000124331 0.000311883 0.000188211 0.000179331 0.000163242 0.000200981 0.00015671 0.000290875 0.000245493 0.000259004 0.000216132 0.000185309 0.000162344 0.00036288 0.000269213 0.00013963 0.000119803
threshold=0.24280000000000004 0.077165000000000025 0.088015000000000024 0.097045000000000006 0.11235500000000002 -0.50763499999999995 0.10946500000000002 0.088495000000000018 -0.045004999999999996 0.078330000000000025 0.085545000000000024 0.0016850000000000001 -0.083684999999999996 -0.10131499999999999 -0.010284999999999997 -0.12329499999999999 -0.0097449999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -2 7 10 -8 -10 11 12 16 14 -14 -6 -1
right_child=4 -3 -4 -5 15 -7 8 -9 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0018762652036780801 0.00077396932458597941 -0.0020702605693664689 -0.0015801673918461594 -0.00098828021179231439 0.00038496920252153056 -0.001357621102342529 0.0024583008709648389 -0.0018708806496702051 -0.001002731518854503 0.0014508679174127894 -0.00097011333204718487 0.0014911175316089994 -0.00050998421978872346 -0.0018427502749634739 0.0017590079711948755 0.0022579861445735667 8.269908350436815e-05
leaf_weight=0.0010762656082859423 0.0014818004432776144 0.0011020632746501216 0.00101836969889496 0.0019535470567828552 0.0011736447518497783 0.0010580653672600518 0.0010140788142711799 0.0010478874021910009 0.001160494989282502 0.0012440123644722467 0.0018167220127679193 0.001859823167031871 0.0016781056116208504 0.0013781944532885327 0.0012912769855419884 0.0010544960409856752 0.0010050880400280229
leaf_count=197 110 209 307 127 101 96 85 599 161 117 591 135 70 492 54 242 217
internal_value=0 -0.000142582 -2.14899e-05 7.45623e-05 0.000533403 -0.000114015 0.000217049 2.57204e-06 0.000916795 0.000266679 0.00019684 0.000452612 0.000152182 -0.00025856 0.000476718 0.0012714 0.00101015
internal_weight=0 0.0186459 0.0175439 0.0165255 0.00476801 0.00253987 0.0145719 0.0111534 0.00341859 0.00240451 0.0101055 0.00828875 0.00642893 0.00434758 0.00296938 0.00222814 0.00208135
internal_count=3910 3361 3152 2845 549 206 2718 2355 363 278 1756 1165 1030 616 124 343 414
is_linear=0
shrinkage=0.0037357


Tree=1087
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 1456 1213 133 376 123 130 484 1374 16 4 1374 0 43 0 43 43 15 474 13 15 52 49 3 43 13
split_gain=0.000912811 0.000838307 0.00090381 0.000773697 0.000763127 0.00085688 0.000648928 0.000610894 0.000754078 0.000627818 0.000632444 0.000594126 0.000608632 0.000617313 0.000633624 0.000602024 0.000878479 0.000552083 0.000602925 0.000557163 0.000501894 0.000401501 0.000407321 0.000587358 0.000793164 0.000549931 0.000807981 0.000269521 0.000253201 0.000359634
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 0.088030000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088610000000000008 0.079100000000000018 -0.075729999999999978 -0.094679999999999986 0.41476000000000007 -0.51381999999999983 0.090240000000000015 -0.23029999999999998 -0.069974999999999996 -0.070894999999999986 -0.00084499999999999994 -0.081354999999999983 0.097255000000000022 0.085295000000000024 -0.097529999999999992 -0.19153499999999998 1.0000000180025095e-35 -0.0090499999999999973 0.097615000000000021 -0.089604999999999976 -0.003375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -13 14 -14 16 -16 18 20 -19 28 22 23 24 -21 26 -25 -26 29 -18
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12 12 13 -15 15 -17 17 19 -20 21 -22 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.0011489986427434577 -0.0012515126886117919 -0.001222469551639085 -0.00095142581350922872 -0.0011705719839621954 0.0011185917432123304 -0.00073196127436406624 0.0010595707984639977 -0.00077692012268205609 -0.0010419364723131957 0.00099026062602413788 -0.00099056572664619905 -0.00068565925277479798 -0.0008900090621081695 0.00084921325084714159 0.0009960368548313594 -0.00088513928298171972 0.00048843853009267039 -0.00095580543014875993 0.00094965375370708281 -0.0005503949242065951 0.00085300521433723849 -0.00062564162193661096 0.0008508141296087161 0.0004998524926560458 0.00033125000398372519 0.00029269038628275011 -0.00085181894922205378 0.0010951695727591118 -0.00054169010110857306 -0.00033989007137195015
leaf_weight=0.0012043017723127871 0.0010897026934109091 0.0011747946601122763 0.0017314955487353059 0.0010451555770885071 0.001169794331798534 0.0019849128991035183 0.0011473164597486365 0.0014801244429953888 0.0011707681282135942 0.0013667808970181375 0.0010836808051856708 0.0017116541302115698 0.0011655285268914314 0.0022422822630785424 0.0022875927979128926 0.0010348589449051806 0.0023420914275469329 0.001185022622733344 0.0024866800254343957 0.0012302924688034622 0.0015440283213916661 0.001598488295259771 0.0012431105731245404 0.0011080315215536993 0.0016610750893786275 0.0024460227141631652 0.0033642772822908553 0.0018288522864295942 0.0013808644946102788 0.0017085597653863083
leaf_count=113 275 229 327 27 51 529 40 285 27 103 193 61 29 61 51 56 116 332 99 47 139 73 52 35 40 86 145 47 148 94
internal_value=0 -6.11227e-05 -3.34787e-05 -2.9467e-06 2.43516e-05 -5.05123e-06 3.41481e-05 7.23383e-05 4.30482e-05 7.69221e-05 4.23739e-05 7.4311e-05 0.000111843 0.000154691 0.000102107 0.000142752 0.000181552 0.000107402 0.000369236 -5.07536e-05 0.000162326 2.33138e-05 0.000103843 2.4059e-05 0.000397437 -0.000230688 -0.000516937 0.000731572 -3.40154e-05 0.000139051
internal_weight=0 0.0480138 0.0469241 0.0457493 0.0447042 0.0435344 0.0418029 0.039818 0.0386707 0.0374999 0.0361331 0.0350494 0.0335693 0.0318577 0.0296154 0.0284498 0.027415 0.0251274 0.00946222 0.0156652 0.00697554 0.0144802 0.0128817 0.0116386 0.00472022 0.00691833 0.00447231 0.00348993 0.00543152 0.00405065
internal_count=3910 3797 3522 3293 3266 3215 2888 2359 2319 2292 2189 1996 1711 1650 1589 1560 1504 1453 596 857 497 525 452 400 134 266 180 87 358 210
is_linear=0
shrinkage=0.00137286


Tree=1088
num_leaves=18
num_cat=0
split_feature=1 42 0 4 52 4 147 11 13 52 3 52 3 15 3 13 52
split_gain=0.000121665 0.00017576 0.000178542 0.000202927 0.000148144 0.000209357 0.00014344 0.000201495 0.000188464 0.000236793 0.000308566 0.000193207 0.000158555 0.000193569 0.000203089 9.69552e-05 6.53868e-05
threshold=0.087545000000000026 0.091955000000000023 -0.060094999999999989 -0.49269499999999994 0.084240000000000023 -0.0031049999999999997 0.089245000000000005 0.087830000000000005 -0.0010249999999999997 -0.012244999999999997 -0.077689999999999995 0.0033900000000000002 0.11265500000000002 -0.10071499999999999 0.090325000000000003 -0.028919999999999998 -0.07984999999999999
decision_type=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 9 -2 -11 12 13 -10 -15 -5 -7
right_child=6 -3 3 15 -6 16 -8 -9 11 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0013784224949734657 0.0021804971777875234 -0.0018997071645616053 -0.00093145010558260647 0.00038684308626761149 -0.0019447511111664174 0.0011938628963387922 0.0016737771667053886 -0.0016160602787117623 0.0012824213134186215 0.0016883850652192431 -0.00088387645645025467 0.00108772127757471 -0.0016225158246861231 -0.0015656569459912742 0.00064040680140017641 0.0020547251872615737 -0.00013872181363107987
leaf_weight=0.0016634666111943483 0.0015662456328412473 0.0010717472791533797 0.0010133200367929973 0.0011099661425433283 0.0011025495159503046 0.0011323544052608825 0.001049282941914532 0.0010085909503296806 0.001190268061526667 0.0013643886290029012 0.0017286697032964909 0.0016068232542298944 0.0015096095522997288 0.001665787579037124 0.0011557402236199721 0.0011712059835922153 0.0012856290049663155
leaf_count=666 336 416 71 34 725 110 127 127 51 209 361 88 67 197 55 68 202
internal_value=0 -0.000356806 -0.000161772 0.000574302 -0.000629555 -0.000274272 0.000236477 0.000118619 0.000267045 0.000899464 0.000250782 -0.00014633 -0.00050546 -8.51197e-05 -0.00066202 0.00124317 0.000485335
internal_weight=0 0.00955024 0.00847849 0.00329449 0.005184 0.00408145 0.0138454 0.0127961 0.0117875 0.0046593 0.00309306 0.00712823 0.00552141 0.0040118 0.00282153 0.00228117 0.00241798
internal_count=3910 2292 1876 173 1703 978 1618 1491 1364 906 570 458 370 303 252 102 312
is_linear=0
shrinkage=0.00404364


Tree=1089
num_leaves=18
num_cat=0
split_feature=51 16 123 42 4 484 3 16 16 4 43 1 150 4 15 2 16
split_gain=0.000138036 0.000185411 0.000213807 0.000274897 0.000417178 0.00017666 0.000212411 0.000160332 0.000146294 0.000250557 0.0002104 0.000179947 0.000146196 0.000223487 0.000261946 9.07043e-05 6.7653e-05
threshold=-0.40274499999999996 0.41476000000000007 0.083745000000000014 0.091955000000000023 0.15045000000000003 -0.0043499999999999988 -0.15464999999999998 0.16388500000000003 -0.19424999999999998 0.25367000000000006 -0.093039999999999984 0.099595000000000017 0.086765000000000023 -1.0000000180025095e-35 0.084050000000000014 0.10393500000000001 -0.040439999999999997
decision_type=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 -8 -10 12 13 14 -12 -11 -13
right_child=1 -3 -4 4 -6 6 7 -9 10 15 11 16 -14 -15 -16 -17 -18
leaf_value=-0.00123703478620369 -0.0012330721981909632 0.001333248430034475 0.0011708548014518004 -0.002801909157085382 0.00028223435651030096 0.0014881720999785244 -0.0013901022569630336 -0.00097192036083804199 -0.00099254415014763601 0.0010872746872969531 0.0018867628654131692 0.0020793195332250557 -0.00090543759474910493 -0.00050765435646556796 -0.00020930083343548679 -0.00031891287784620098 0.00082811682947254105
leaf_weight=0.0010336493927398651 0.0012471643185852635 0.0012705133413060113 0.0016408177614872224 0.0010785401642562633 0.0010130632084162094 0.0012386144970604135 0.0017550965778751993 0.0017770358371860242 0.0011562853659324579 0.0010570239751351851 0.0018586127179912558 0.0010392580284255271 0.0010335032111479237 0.0016089739474777921 0.0011492435983689597 0.001130932817771324 0.001019814890981019
leaf_count=145 457 153 299 546 87 111 100 198 246 87 270 66 129 201 594 130 91
internal_value=0 5.33472e-05 -2.48173e-05 -0.000127195 -0.00130811 1.74907e-05 0.000116051 -4.68608e-07 0.000134307 -0.000418751 0.000380282 0.000586183 0.000267887 0.000530542 0.0010859 0.000360431 0.00145963
internal_weight=0 0.0220745 0.020804 0.0191632 0.0020916 0.0170716 0.0158244 0.0145858 0.0128087 0.00394305 0.00886569 0.00770941 0.00565033 0.00461683 0.00300786 0.00218796 0.00205907
internal_count=3910 3765 3612 3313 633 2680 2223 2112 1914 317 1597 1351 1194 1065 864 217 157
is_linear=0
shrinkage=0.00345121


Tree=1090
num_leaves=18
num_cat=0
split_feature=51 1 47 4 11 1 16 52 2 4 4 0 0 43 15 2 52
split_gain=0.000113345 0.000159825 0.000208617 0.000143776 0.000200048 0.000161619 0.000233748 0.000136877 0.000229698 0.000300292 0.000161756 0.000204399 0.000158392 0.000207267 0.000195906 0.000153018 8.34384e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11771000000000002 0.24280000000000004 1.0000000180025095e-35 0.11198000000000001 -0.5152199999999999 0.11401500000000002 0.106285 -0.071454999999999991 -0.44477499999999992 -0.07773999999999999 -0.10783 -0.0037249999999999996 -0.015439999999999997 0.090695000000000012 -0.031409999999999993
decision_type=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 10 -10 -2 12 14 -14 15 -12 -13
right_child=1 -3 -4 5 -6 -7 -8 -9 9 -11 11 16 13 -15 -16 -17 -18
leaf_value=-0.0012452611862232251 -0.0015580194053322791 0.0014236301202322703 -0.0016691692890434878 0.0012775197521527639 -0.0016798539481038598 0.0016394785946554978 -0.0011622483619593983 -0.0011117969951190806 0.002664467054096543 5.0448158621667703e-06 -0.0013790601031390065 0.00023265609701055156 -0.0016927072265675617 8.8545544965483032e-05 0.0015866212962066892 0.0006585026261202643 0.0016147828261212471
leaf_weight=0.0010210281480569341 0.0010057277559734042 0.0011700865637737637 0.0010615421804524008 0.001148021795901899 0.0010805343126121239 0.0016211222936881597 0.0011327101927367514 0.0014032333749688245 0.0011041128125466315 0.0013958015024927448 0.0010675793446416337 0.0011837118719146833 0.0019263117117934306 0.0018684459100400111 0.0011602151471858928 0.0010729744528448215 0.0013660544842221175
leaf_count=145 102 157 114 74 213 214 115 468 48 205 68 166 1063 399 56 57 246
internal_value=0 5.37337e-05 -2.40841e-05 6.53036e-05 -9.79947e-05 0.000719639 6.58253e-05 1.94461e-05 0.000140152 0.00117961 -0.000103819 4.78122e-05 -0.000284703 -0.000815662 0.000325719 -0.000357711 0.00097314
internal_weight=0 0.0217682 0.0205981 0.0195366 0.0156347 0.00390185 0.00228073 0.0145542 0.0131509 0.00249991 0.010651 0.00964529 0.00709553 0.00379476 0.00330077 0.00214055 0.00254977
internal_count=3910 3765 3608 3494 3091 403 189 2878 2410 253 2157 2055 1643 1462 181 125 412
is_linear=0
shrinkage=0.00381041


Tree=1091
num_leaves=16
num_cat=0
split_feature=41 42 43 16 16 1 42 0 49 15 13 2 3 52 12
split_gain=0.000105122 0.000145634 0.000215996 0.000174998 0.000235239 0.000195503 0.000366441 0.000245809 0.000229966 0.000180749 0.000231621 0.000170819 0.000131184 0.000143488 0.00010654
threshold=0.078535000000000008 -0.10770999999999999 -0.17307499999999998 0.070590000000000014 0.011450000000000002 0.10113500000000002 0.086325000000000013 -0.08824499999999999 -0.084114999999999981 -0.0039399999999999991 -0.084674999999999986 0.11260500000000001 0.090325000000000003 -0.0025949999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 11 -4 -5 -11 -7 13 -10 -15
right_child=-2 2 3 9 -6 7 -8 -9 12 10 -12 -13 -14 14 -16
leaf_value=-0.0013326910583864823 -0.0011058750255974238 0.0014768147008642979 -0.0018256691652254662 0.00035290109771677952 0.0019366342009478339 0.0011458147079399007 -0.002596469157973496 0.0025270110844527816 -0.0011325953449554966 -0.00027037130548781499 -0.0029100693773001359 -0.00068655453332161249 0.0014246324317349099 0.0011691161449725162 -0.00043448637918269489
leaf_weight=0.0012320368709927134 0.0014353813546602581 0.0019786067925151576 0.0010213324864718496 0.0015214125835742442 0.0012987585563087886 0.0017798229663146259 0.0011005682369921305 0.0010559144528933537 0.0014106764257690568 0.0012565450066404082 0.0011062909429406789 0.0018224470964019468 0.0014716945611104038 0.0017407656208113112 0.0012669477917456734
leaf_count=216 195 150 79 361 211 163 791 232 314 36 218 156 67 115 606
internal_value=0 7.07823e-05 0.000157972 1.18093e-05 0.000231445 5.66545e-05 -0.000341816 0.000742016 1.72134e-05 -0.000778068 -0.00150629 0.000218789 0.000336767 -2.5584e-05 0.000493626
internal_weight=0 0.0210638 0.0198318 0.0178532 0.0139689 0.0126702 0.00801199 0.00465818 0.00691142 0.00388425 0.00236284 0.00360227 0.00589008 0.00441839 0.00300771
internal_count=3910 3715 3499 3349 2734 2523 1972 551 1181 615 254 319 1102 1035 721
is_linear=0
shrinkage=0.004207


Tree=1092
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 1456 133 16 1213 133 376 123 1374 9 1429 484 403 38 3 157 1374 16 13 43 12 0 15 15 2 160 49
split_gain=0.000937524 0.000896374 0.00112617 0.00101715 0.000749963 0.000685716 0.000640124 0.000679421 0.000654175 0.000859668 0.000978144 0.000540338 0.000510439 0.000505921 0.000603516 0.000647737 0.000598363 0.000914227 0.000470288 0.000546427 0.000544549 0.000567487 0.000829671 0.000564911 0.000413052 0.000408597 0.000554647 0.000905875 0.00036672 0.000384796
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.53943499999999989 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.083745000000000014 0.09309000000000002 0.084755000000000011 -1.0000000180025095e-35 0.085815000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.16699000000000003 -1.0000000180025095e-35 -0.094679999999999986 0.51388000000000011 0.16421000000000002 -0.15109999999999998 0.092365000000000017 -0.10303999999999998 0.091435000000000002 -0.095799999999999982 0.096540000000000015 0.090735000000000024 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 15 -15 17 18 -17 -20 21 22 -21 25 -23 26 27 -24 29 -28
right_child=1 2 -4 -5 5 6 7 8 9 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 24 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0012633126084526059 -0.0014278926379898737 -0.00095810504795796768 0.0014518878451102416 -0.0013078092508848999 -0.0011578791920980073 0.001041599133787315 -0.00089766190627322379 0.0011700089015005887 -0.0009388303868743291 -0.0011881950829210923 0.00094310137906876272 -0.0010505335944384288 -0.00083036893073835233 -0.001084203128610575 0.00073382221808481135 -0.00066685513411483279 -0.00097363817480305038 0.0011378680003450456 -0.00069686220109915385 0.0012091627808194327 0.0010759013538006285 0.00025943407209554688 -0.00093587666526040491 -0.00047993760441568774 -0.00091731003317354752 -0.00054326780375153869 -0.00013106693947236646 0.00055871001193252834 -0.00024872802855120522 0.00083619322056805888
leaf_weight=0.0012230313226480041 0.0010264836659628065 0.0018156070778656544 0.0011146118905216431 0.0013985009690533614 0.0010726845783856067 0.001377693373947767 0.0017376227572010175 0.001122208339257468 0.0010729520188494926 0.001260275899261031 0.0025786772027158724 0.0010582152402349712 0.001467668560791501 0.001101991096977172 0.0029947759381998553 0.0018793838136050836 0.0011480428750019192 0.001823444281206398 0.0017337740448510877 0.0016602759847614791 0.0013728562162071958 0.0010183689232690085 0.0017095895403813491 0.0029628096294844744 0.0018651381478935738 0.001317309385493016 0.0010814565703229917 0.001880690102581184 0.0010870909233080539 0.0056703505710753686
leaf_count=113 65 347 42 122 218 67 519 40 150 27 174 54 75 515 171 241 34 89 25 31 65 10 79 190 66 65 34 42 47 193
internal_value=0 -5.34433e-05 -2.48744e-05 -5.8975e-05 -2.17132e-05 1.60208e-05 4.46509e-05 1.24131e-05 5.11082e-05 1.95159e-05 5.90652e-05 -4.42367e-06 2.73432e-05 6.50551e-05 9.8395e-05 3.34753e-05 7.71352e-05 0.000121711 4.82968e-05 0.000105834 0.000170187 0.000108793 0.000210143 0.000104559 -0.000501719 0.000240421 0.000330747 -0.00015297 0.000552294 0.000681264
internal_weight=0 0.0504105 0.0493841 0.0482695 0.046871 0.0450553 0.0439827 0.042605 0.0408673 0.0397451 0.0384849 0.0359062 0.034848 0.0333803 0.0323073 0.0293126 0.0282106 0.0270625 0.0252391 0.0233597 0.0216259 0.0202531 0.0173696 0.0157093 0.00288351 0.0127465 0.0114292 0.00359028 0.0078389 0.00675181
internal_count=3910 3797 3732 3690 3568 3221 3003 2936 2417 2377 2350 2176 2122 2047 1897 1726 1211 1177 1088 847 822 757 681 650 76 460 395 121 274 227
is_linear=0
shrinkage=0.00148603


Tree=1093
num_leaves=17
num_cat=0
split_feature=147 11 52 4 133 123 12 3 133 49 150 159 12 2 0 16
split_gain=0.000109225 0.000212638 0.000177966 0.000189931 0.000162484 0.000118549 0.000261439 0.000197122 0.000207183 0.000200847 0.000184456 0.00023754 0.000184946 0.00019352 0.000183412 4.09598e-05
threshold=0.090060000000000015 0.087830000000000005 0.28122000000000008 0.27608500000000008 -0.10260499999999999 1.0000000180025095e-35 -0.023959999999999995 0.10420500000000001 0.089845000000000022 -1.0000000180025095e-35 0.090480000000000019 0.084730000000000014 0.094045000000000004 0.082715000000000025 -0.089879999999999974 0.0046950000000000004
decision_type=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 11 12 13 -8 -15 -16
right_child=-2 -3 -4 -5 5 -7 7 9 -10 -11 -12 -13 -14 14 15 -17
leaf_value=-0.0014067687634515286 0.0010950549239421251 -0.0016435821323777145 -0.0012896474712959917 0.0011938690038401296 -0.0017990073563613081 0.0010651592597242456 -0.00026688258411234868 -0.00031617608794695608 -0.0015938808228927357 0.0017061989159375924 -0.0013825120816667511 -0.0012928955513598231 -0.00056502683624295861 0.00031904302612206109 0.0023659330816364912 0.0013895320346757241
leaf_weight=0.001052793929987513 0.0011506423786662437 0.001084253293478942 0.001300780149502522 0.0019486313750959596 0.0010317825482508642 0.0014825133807188076 0.0016024394885075302 0.0010355922265166129 0.0011350733750282319 0.0018098900803416038 0.0010555807344765364 0.0011679412543673245 0.001719016027540432 0.0016814422167900616 0.0012299416120300794 0.0010843863015932431
leaf_count=377 142 151 352 324 96 170 269 59 587 72 126 251 202 203 402 127
internal_value=0 -6.32528e-05 2.0998e-05 0.000110553 -1.29801e-05 7.85271e-05 -2.19805e-05 0.000113621 -0.00011468 0.000970171 6.13022e-05 0.000240917 0.000485737 0.00080839 0.00123961 0.00190844
internal_weight=0 0.0214221 0.0203378 0.019037 0.0170884 0.0160356 0.0145531 0.0135213 0.0106758 0.00284548 0.00954075 0.00848517 0.00731723 0.00559821 0.00399577 0.00231433
internal_count=3910 3768 3617 3265 2941 2564 2394 2298 2167 131 1580 1454 1203 1001 732 529
is_linear=0
shrinkage=0.00366245


Tree=1094
num_leaves=18
num_cat=0
split_feature=150 484 1374 41 474 156 43 42 1 3 0 15 150 48 133 0 12
split_gain=0.00011238 0.000212071 0.000168338 0.000159387 0.000155181 0.00023191 0.000177953 0.000241159 0.000175844 0.000161144 0.000183845 0.00014871 0.000146912 0.000109341 0.000120264 0.000157028 0.000115537
threshold=0.083205000000000015 -0.0043499999999999988 -0.094679999999999986 0.078535000000000008 0.084835000000000008 1.0000000180025095e-35 -0.074254999999999988 -0.09602999999999999 0.12200500000000002 -0.077894999999999978 -0.077944999999999987 -0.091024999999999981 0.099490000000000009 0.084670000000000009 -1.0000000180025095e-35 -0.10071499999999999 0.095175000000000023
decision_type=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 13 10 -9 -4 -13 14 -8 -16 -17
right_child=2 3 11 -5 -6 -7 8 9 -10 -11 -12 12 -14 -15 15 16 -18
leaf_value=-0.0016523537732465283 -0.00075368053299515469 -0.00088667690874967022 0.0019393508142330682 -0.0013718974158392597 0.0013038497166593655 -0.0016490824955967998 -0.001164266285235372 -0.00056031691771771545 0.00087805692521257994 0.0019687800734584301 0.0013209733626946016 -0.00060141407168876103 0.0012598408745743681 -0.0014194638138058104 0.00086319408276975 -0.0014069363593460144 0.00021766034668439601
leaf_weight=0.0011065668312006385 0.0010359830500501488 0.001106933119815523 0.0011638410268849375 0.0010679363883411277 0.0011977136702591143 0.0010707893409080968 0.0014147019234020822 0.0012070113975927721 0.0014781614476729599 0.0014429373596616364 0.0015044181944128265 0.0010687318867177433 0.0011194441740289829 0.0013125135991541026 0.0017436267904327174 0.0010969344964367215 0.0011624902454280828
leaf_count=580 62 110 105 150 234 238 668 304 169 207 93 133 204 143 73 244 193
internal_value=0 -0.000129787 0.000511364 -2.95371e-05 6.15504e-05 -4.07788e-05 8.70749e-05 0.000602574 -0.000243341 0.000999385 0.000483504 0.000902342 0.000350781 -0.000489632 -0.00026437 5.36589e-05 -0.00057107
internal_weight=0 0.0179127 0.004388 0.0168062 0.0157382 0.0145405 0.0134697 0.0052613 0.00820843 0.00415437 0.00271143 0.00335202 0.00218818 0.00673027 0.00541775 0.00400305 0.00225942
internal_count=3910 3406 504 2826 2676 2442 2204 714 1490 604 397 442 337 1321 1178 510 437
is_linear=0
shrinkage=0.00359063


Tree=1095
num_leaves=31
num_cat=0
split_feature=31 133 133 401 376 123 1365 484 52 1 48 0 150 43 4 15 133 484 11 160 12 3 160 1 1 16 1 15 0 52
split_gain=0.00101606 0.000658204 0.000596244 0.000634973 0.000586703 0.000693429 0.000698345 0.000472529 0.00101654 0.000505213 0.000833625 0.000628131 0.000441184 0.000460813 0.000450945 0.000670753 0.00049182 0.000577878 0.000576061 0.000503072 0.000555226 0.000597728 0.000404276 0.000404215 0.0004914 0.000375417 0.000356903 0.000334505 0.000265632 0.000378661
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.15498499999999996 0.087020000000000014 0.11605500000000001 0.086020000000000013 1.0000000180025095e-35 -0.0043499999999999988 0.024145000000000003 0.13562500000000002 0.12649500000000002 -0.230625 -0.094019999999999979 0.15364000000000003 0.25367000000000006 -0.098459999999999978 0.098810000000000023 0.087495000000000017 0.079700000000000007 0.087825000000000014 0.098845000000000016 -0.097604999999999983 -0.082109999999999975 0.11215000000000001 0.10688500000000002 0.31524000000000002 0.11986000000000001 -0.085919999999999982 -0.10462499999999998 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 -13 14 15 -14 17 18 19 20 21 -17 -23 24 -16 28 -22 -9 -24 -30
right_child=1 2 3 -5 -6 -7 -8 9 -10 -11 -12 12 13 -15 23 16 -18 -19 -20 -21 26 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010621562126646117 -0.00092205679920697088 0.00070028846961740136 -0.0010663428647875309 -0.00091516081253480597 -0.00088470848050992612 0.00070968719319188835 -0.00098230128874795186 0.00024825288308902288 0.00033159520223960691 0.00062993014623456917 -0.00080843701700535466 0.00063016921148434997 -0.00082839190777914606 0.00054957801258921689 0.00055417337632273169 0.00069850168550482405 -0.00064402000372554508 -0.00077638846318077871 -0.00080125146958740965 -0.00048261836967069681 -0.00075238406948162449 -0.00055020869981877341 0.0008066567060261773 0.00063501656218827734 -0.00047416702851214843 -0.00034619413901837252 0.00015549591336220056 0.001070916481514031 -0.00010370083982104094 0.00058360075580832281
leaf_weight=0.001100463709941212 0.0011266216544008048 0.0014167521744763425 0.0016133608150346026 0.0011087985243163892 0.001043467174190126 0.0016824265085395576 0.0010184749284150021 0.0018061908609467991 0.0011947663770065509 0.0016953743405307966 0.0016519452761638567 0.0013053395710400642 0.0018137451393884672 0.0015757973524470606 0.0010259475100351514 0.0030390835098419314 0.0019571366597810327 0.0012910088147679013 0.0010483574275665921 0.0018460951978980242 0.0012998247325728416 0.0010906156643256688 0.0012248351003183314 0.0019429216612829592 0.0015242900881116128 0.0013247918941963199 0.0010196396325454771 0.0010209073031432923 0.0023931774926662557 0.0018957432785473571
leaf_count=113 238 85 404 260 28 142 71 35 140 118 46 40 137 27 57 78 393 199 114 103 84 219 43 65 25 92 15 43 254 242
internal_value=0 -5.50743e-05 -3.28098e-05 -5.72743e-05 -3.42675e-05 -1.22485e-05 -4.36991e-05 -1.82757e-05 -0.000471566 1.83094e-05 -1.30202e-05 2.8766e-05 -2.22633e-05 -5.34442e-05 -9.03651e-05 -0.000160295 -9.79309e-05 -3.67645e-05 2.22426e-05 7.92881e-05 0.000157355 0.000265339 9.93173e-05 0.00024027 -6.0471e-05 0.000202904 -0.000353279 0.000545329 0.000334836 0.000200093
internal_weight=0 0.0449974 0.0438708 0.0424541 0.0413453 0.0403018 0.0386194 0.0376009 0.00280813 0.0347928 0.0330974 0.0314454 0.0286184 0.027313 0.0257372 0.0212441 0.0194303 0.0174732 0.0161822 0.0151338 0.0132877 0.0109682 0.00792916 0.00449316 0.00255024 0.00683855 0.00231946 0.0028271 0.00551376 0.00428892
internal_count=3910 3797 3559 3474 3214 3186 3044 2973 544 2429 2311 2265 2187 2147 2120 1973 1836 1443 1244 1130 1027 928 850 147 82 631 99 78 539 496
is_linear=0
shrinkage=0.00114875


Tree=1096
num_leaves=18
num_cat=0
split_feature=453 4 11 160 43 43 15 15 52 16 48 131 133 16 4 3 2
split_gain=0.00011312 0.000242687 0.000159326 0.00017617 0.000132955 0.00027603 0.000174477 0.000213727 0.000151658 0.000175315 0.000137626 0.000191376 0.000186348 0.000113126 0.000109595 0.000146811 7.60595e-05
threshold=1.0000000180025095e-35 0.27020000000000005 0.077165000000000025 -0.092169999999999988 -0.074254999999999988 -0.0037249999999999996 -0.10192499999999999 0.091435000000000002 -0.092854999999999979 -0.094359999999999986 0.086665000000000006 0.084720000000000004 1.0000000180025095e-35 -0.10486499999999999 0.0051950000000000008 -0.016619999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 -7 8 -8 -10 11 12 16 -3 15 -11 -5
right_child=-2 13 -4 4 5 6 7 -9 9 14 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.001331477321859513 -0.001112474689037827 0.0016152574505636284 -0.0015134380279050127 -0.00025950315228437121 -0.0020248795191473105 -0.0014002642764658838 -0.00080436758973159034 -0.0013565829328284092 -0.00036662008755342524 0.0017684692411091231 0.0016285590405663566 0.0014991702912869787 -0.0014103185815911913 6.1767926144025816e-05 0.0019398122352934841 2.3994182456948985e-05 0.0011506038774413405
leaf_weight=0.0013077859131717514 0.0012163968121798865 0.0018604314003781985 0.0010485646917324223 0.0010846351031465985 0.0010028015562898703 0.0010383216278082837 0.0011101562442254994 0.0010356133787334798 0.0015718695783908639 0.0010715554291302306 0.0012752003039407517 0.0012299273312469383 0.0011897859146247081 0.0010089303621800818 0.0014218485650165924 0.0018111815399324454 0.0010511558245548391
leaf_count=474 99 349 212 41 692 101 132 241 101 227 193 201 490 100 51 108 98
internal_value=0 5.90804e-05 -9.97036e-05 -1.35272e-05 9.49157e-05 -0.000165157 4.06727e-05 0.000227174 0.000461932 0.000701156 0.000543782 0.000240125 -0.000225519 0.00106902 0.00109107 0.000672441 0.000434498
internal_weight=0 0.0211198 0.0182504 0.0172018 0.0158941 0.0100633 0.00906055 0.00802222 0.00698661 0.00587646 0.0058307 0.0045555 0.00332558 0.00286936 0.00430459 0.00288274 0.00213579
internal_count=3910 3811 3362 3150 2676 1653 961 860 619 487 1023 830 629 449 386 335 139
is_linear=0
shrinkage=0.0037357


Tree=1097
num_leaves=17
num_cat=0
split_feature=147 11 484 3 2 150 150 151 16 1 133 16 15 1 13 13
split_gain=9.33643e-05 0.000175533 0.00014899 0.000132295 0.000184156 0.000143047 0.000159537 0.000133384 0.000118253 0.000201171 0.000184755 0.000185867 0.000250456 0.000152116 9.22127e-05 0.000202486
threshold=0.090060000000000015 0.087830000000000005 -0.0043499999999999988 -0.12008499999999998 0.10836000000000003 0.090480000000000019 0.082085000000000019 -0.03268999999999999 0.050115000000000007 0.10113500000000002 0.083815000000000014 -0.057604999999999996 0.085120000000000015 0.11634000000000001 -0.074599999999999986 0.10153000000000002
decision_type=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 -5 9 10 11 12 -9 -11 -10 -16
right_child=-2 -3 3 5 -6 -7 -8 8 14 13 -12 -13 -14 -15 15 -17
leaf_value=-0.0011982660172121223 0.001020488132854496 -0.0015155736829613412 7.9223647125689119e-05 -0.0011049069575753421 0.0020553128572977845 -0.0010053703646583361 0.0014289182785640359 -0.0022442275053646439 0.00032115569592116038 0.0020253492118854459 0.0010458920066735364 0.00058234489759856963 0.00016699016353347235 0.00032698412099143101 -0.0017788042352198223 0.00037354371362555464
leaf_weight=0.001265479312232253 0.0011318430431161977 0.00105454454976761 0.001604097922549559 0.0013527222986033935 0.0010444688564081872 0.0017755356201945008 0.0011122359746664765 0.0012528893584442657 0.0014135146804399312 0.0013675679349276493 0.0014292586722424866 0.0013350681621368179 0.0010724409682338898 0.001465343468322361 0.001371070946011522 0.0010242906465371959
leaf_count=585 142 151 166 157 56 228 130 372 137 87 475 240 437 201 294 52
internal_value=0 -5.94513e-05 1.77661e-05 0.00010041 0.000858499 -2.53015e-05 9.72751e-05 -1.59229e-05 0.000109645 0.000364602 -7.08027e-05 -0.000506833 -0.00113218 0.00114686 -0.000420673 -0.00085843
internal_weight=0 0.0209405 0.019886 0.0186205 0.00264857 0.0159719 0.0141964 0.0130842 0.0117314 0.00792257 0.00508966 0.0036604 0.00232533 0.00283291 0.00380888 0.00239536
internal_count=3910 3768 3617 3032 222 2810 2582 2452 2295 1812 1524 1049 809 288 483 346
is_linear=0
shrinkage=0.00366245


Tree=1098
num_leaves=17
num_cat=0
split_feature=1 0 159 50 159 3 47 0 2 4 151 42 15 42 2 0
split_gain=0.000107088 0.000178853 0.000150463 0.000166327 0.00021205 0.000192635 0.000158595 0.000189468 0.000215102 0.000225634 0.000184476 0.00012386 0.000106272 0.000166059 8.11971e-05 6.97449e-05
threshold=1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 0.10119500000000002 -0.092309999999999989 0.12046500000000002 0.117025 -0.10575999999999998 0.083945000000000006 0.0057500000000000008 -0.0008699999999999999 0.08622500000000001 0.024640000000000006 0.081685000000000021 0.10217500000000002 -0.079019999999999993
decision_type=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 -6 -10 -11 15 13 14 -3 -9
right_child=2 12 -4 -5 5 -7 -8 11 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0013292584134634259 0.0017435174054341931 0.0008860555044243292 0.0011605227883712899 -0.0012926633914230516 0.002295316667037162 -0.0011839671937708682 -0.0010893928608798566 -0.0013357179472606587 -0.00059986466453196198 0.00014875416941265995 0.0023302114020439832 0.00069774555113873594 0.00072009121936580955 -0.0015926538281133954 -0.0005191847331473047 -5.4362154777180329e-05
leaf_weight=0.0019235765717255235 0.0010389845273289797 0.0010817666019042882 0.0018107861236800202 0.0011554726054305861 0.0010826634009530921 0.0015499547483863738 0.0011102948507877306 0.0012652476683722201 0.0015923057911733096 0.0010471338915358785 0.0010328915294672281 0.0011872323022795173 0.0017265500315857829 0.0010625853122365192 0.0011252768508185351 0.0010366244486516209
leaf_count=996 97 92 384 248 54 130 68 155 129 55 64 291 570 234 100 243
internal_value=0 -0.000380318 0.000170977 3.41814e-05 0.000162549 1.19113e-05 0.00021006 0.000385067 0.000860676 0.00043772 0.00123201 -0.000263099 -1.49671e-05 -0.00040312 0.000169584 -0.000758673
internal_weight=0 0.00691976 0.0149096 0.0130988 0.0119433 0.0109043 0.00935439 0.0082441 0.00475499 0.00367233 0.00208003 0.0034891 0.00499618 0.00326963 0.00220704 0.00230187
internal_count=3910 1992 1918 1534 1286 1189 1059 991 302 248 119 689 996 426 192 398
is_linear=0
shrinkage=0.00366245


Tree=1099
num_leaves=16
num_cat=0
split_feature=15 158 41 159 15 151 42 43 160 13 4 4 2 12 2
split_gain=9.28575e-05 0.000180591 0.000111005 0.000158482 0.000190194 0.000139006 0.000128975 0.000363608 0.000180888 0.000233869 0.00020499 0.000188596 0.000170464 0.00020036 0.000152268
threshold=-0.24219999999999997 0.084965000000000027 0.078535000000000008 0.088320000000000023 -0.11739999999999999 -0.086769999999999986 -0.10770999999999999 -0.17307499999999998 -1.0000000180025095e-35 -0.074599999999999986 0.0057500000000000008 -0.078094999999999984 0.10362500000000001 0.088325000000000015 0.09142500000000002
decision_type=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 12 11 -11 13 -10 -12
right_child=1 -3 -4 -5 5 6 7 8 9 10 14 -13 -14 -15 -16
leaf_value=0.00091406103610444807 -0.0016167394692395412 -0.0017656286965255189 -0.0013460821114825801 0.0016097370110997274 0.0016079745562739218 -0.0014478158135791421 0.0020317508102481378 -0.0014924176555240797 6.6529614105754651e-05 -0.0003291754920315447 0.0015059976188186845 -0.0024702520160188183 -0.00053220669937298262 0.0024349977864691961 -0.0004888091324058931
leaf_weight=0.0018555955452694553 0.0012643299102841855 0.0011172910584636561 0.0010480415952882618 0.0011809498445234925 0.0010683258479710642 0.0010453276653784324 0.0016041613281356755 0.0015909409261359872 0.0011086230612563077 0.0018109112578117417 0.0012304660398310685 0.0013023666740622584 0.0010961183672530961 0.0016169276094892826 0.0016487713730684028
leaf_count=317 214 346 151 225 186 156 106 582 263 551 56 366 106 168 117
internal_value=0 -8.99871e-05 1.05798e-05 9.15122e-05 -1.78988e-05 0.00011577 2.34362e-06 0.000118867 -0.000150185 6.73997e-05 -0.000461599 -0.00122484 0.000896888 0.00147162 0.000363688
internal_weight=0 0.0197336 0.0186163 0.0175682 0.0163873 0.0151229 0.0140546 0.0130093 0.0114051 0.00981418 0.00599252 0.00311328 0.00382167 0.00272555 0.00287924
internal_count=3910 3593 3247 3096 2871 2657 2471 2315 2209 1627 1090 917 537 431 173
is_linear=0
shrinkage=0.00429114


Tree=1100
num_leaves=16
num_cat=0
split_feature=1 0 48 42 12 48 4 47 3 43 4 51 1 0 16
split_gain=0.000100107 0.000137458 0.000136498 0.000218659 0.000126434 0.000202271 0.000247821 0.000333347 0.000311312 0.00021937 0.000171118 0.000151906 0.000248173 0.000134543 9.76083e-05
threshold=0.076710000000000014 -0.089879999999999974 0.086065000000000016 0.084100000000000022 -1.0000000180025095e-35 0.12675000000000003 -0.034289999999999994 0.09252500000000001 -0.074234999999999982 -0.0026049999999999992 -1.0000000180025095e-35 0.085845000000000019 0.11198000000000001 -0.17106499999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 10 6 9 11 -9 -6 -2 12 13 -8 -3
right_child=4 2 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0012978830700854939 0.0020369804503891217 0.00099398550503513607 0.001016429697935728 -0.0017245571604542652 0.00021984849661074135 -0.0013800521216644961 0.0014479777912953914 0.00061117572740791552 -0.0020897223489862275 -0.0019944404937894166 0.00017848460167715866 2.651000385807451e-05 0.0025757882952621579 -0.00010125770584437428 -0.0003574263235215651
leaf_weight=0.0015576198286790027 0.0010078588153550339 0.0010661347291206491 0.0011395904514324151 0.0011417021777664765 0.0011667942721713979 0.0012198028123240343 0.0014689265577452204 0.0011013225645135627 0.0010994815665297253 0.0011408319451101639 0.0017439325046761664 0.0018104717574702889 0.0012976325958922175 0.0014226751257186976 0.0019481951197283243
leaf_count=481 162 191 139 716 327 87 78 93 80 356 288 110 143 178 481
internal_value=0 -0.000360244 -8.44529e-05 -0.000386317 0.000166501 3.97633e-06 0.000164637 0.000457146 -0.000738144 -0.00087484 0.000859169 0.0008956 0.0012712 0.00068575 0.000120553
internal_weight=0 0.00685324 0.00529562 0.00415603 0.0144797 0.0117279 0.0105081 0.00820051 0.0022008 0.00230763 0.00275179 0.00599971 0.00418923 0.0028916 0.00301433
internal_count=3910 2008 1527 1388 1902 1452 1365 682 173 683 450 509 399 256 672
is_linear=0
shrinkage=0.00359063


Tree=1101
num_leaves=16
num_cat=0
split_feature=160 4 0 1 12 474 16 52 52 49 12 15 151 2 0
split_gain=9.40775e-05 0.000103077 0.000190288 0.000207982 0.00020651 0.00016682 0.000169432 0.000185412 0.000153959 0.000197241 0.000153129 0.000130909 0.000121217 0.000204823 1.32869e-05
threshold=-0.23073999999999997 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.085185000000000025 0.084655000000000022 -0.063614999999999991 -0.098644999999999983 0.06136500000000001 -0.081419999999999979 0.087495000000000003 -0.061694999999999993 -0.0088999999999999982 0.090695000000000012 -0.061129999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 14 9 -5 -6 -9 -11 -14 -8
right_child=1 2 -4 5 10 -7 7 11 -10 12 -12 -13 13 -15 -16
leaf_value=-0.0012498194888552016 -0.0011477956274448143 -0.0023839560234276227 0.0015138411501135725 0.0018009972128183375 0.0011277753715852321 0.001860659068373269 0.00081614046377916332 -0.0021132497731736833 0.0017978277383029722 -0.001227609848919611 -0.00093400358524813943 -0.00023521674026223094 -0.00069877895312662845 0.0015334885276223472 0.00012666670606954593
leaf_weight=0.0010580909230889354 0.0012157585684680053 0.0011445211627198046 0.0016928274144309132 0.0011611971109743999 0.0010011887386996571 0.0011126822931450961 0.0010380358663801825 0.0014523546961748846 0.0014395351136622381 0.0014052194855966879 0.0019655124422254949 0.0012909566621370208 0.0017010536399240097 0.0013636479197696727 0.0010208116674439438
leaf_count=412 163 447 142 65 300 174 113 154 113 134 949 176 373 123 72
internal_value=0 6.31229e-05 0.000141474 5.58957e-06 -0.000835559 0.000271898 0.000123004 -0.000499017 0.000545461 0.000225307 -0.000238204 -0.00122948 -0.000184026 0.000294475 0.000474288
internal_weight=0 0.0200053 0.0187895 0.0170967 0.00411122 0.0129855 0.0118728 0.00480216 0.00707065 0.00563112 0.0029667 0.00274331 0.00446992 0.0030647 0.00205885
internal_count=3910 3498 3335 3193 1696 1497 1323 515 808 695 1249 330 630 496 185
is_linear=0
shrinkage=0.00429114


Tree=1102
num_leaves=18
num_cat=0
split_feature=124 4 0 15 133 15 160 3 43 0 2 1 16 0 484 52 15
split_gain=8.85858e-05 0.000128284 0.000127007 0.000139987 0.000145022 0.000172534 0.000228363 0.000168534 0.000132151 0.000160426 0.000270458 0.000197905 0.000136577 0.000102794 0.000100803 9.16643e-05 0.000159407
threshold=0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 0.10363000000000001 -0.091614999999999988 -0.0089749999999999986 -0.030424999999999997 0.10666500000000002 -0.089949999999999988 -0.19631499999999999 0.099015000000000006 0.095575000000000007 -0.094359999999999986 0.12346000000000001 0.084750000000000006 0.071660000000000015 0.024640000000000006
decision_type=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 14 15 -8 12 11 -11 -10 -4 -6 16 -7
right_child=-2 2 13 -5 5 7 8 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0013555744862042858 0.0011767855715317905 -0.0014811342582293687 0.0018765254392389163 -0.0014202686662166699 -0.0023489495784303005 0.00089157272058204649 -0.001172982391234889 0.0021611790464353439 -0.0013950474578262391 -0.0013350115285502093 0.0023800111164299347 0.00096240859860060701 0.00057845022047121018 8.4735648895944364e-05 -0.00050228807475483105 0.0013099498916914142 -0.0012921114789184417
leaf_weight=0.0012268556079834672 0.0010300434356302892 0.0010372461259484803 0.0010610410745772727 0.0012661743983270459 0.0010114185613833444 0.001194118026079191 0.0011247675701158283 0.0011311773920663626 0.0012964613997583641 0.0010101886650295665 0.0013340863588290341 0.0017305623974191997 0.0011050170186770441 0.0011192132329471971 0.0010000739062691749 0.0010808049380450352 0.0010857712503619665
leaf_count=173 91 471 142 329 349 151 197 45 86 251 261 170 37 92 214 459 392
internal_value=0 -6.3812e-05 2.1447e-05 -0.000102832 7.33473e-06 0.000116797 -0.000195038 0.000784124 0.000131991 0.000358631 0.000856975 0.000115623 -0.000486962 0.000956727 -0.00143083 0.00032062 -0.000148382
internal_weight=0 0.019815 0.0185881 0.0164079 0.0151417 0.0141044 0.00961258 0.00449187 0.00760108 0.00647632 0.00407484 0.00274075 0.00240148 0.00218025 0.00201149 0.00336069 0.00227989
internal_count=3910 3819 3646 3412 3083 2612 1565 1047 1002 805 682 421 123 234 563 1002 543
is_linear=0
shrinkage=0.00412451


Tree=1103
num_leaves=29
num_cat=0
split_feature=160 1213 52 403 1456 151 49 38 12 4 40 0 2 13 484 3 150 3 15 4 49 13 1 2 0 43 15 1
split_gain=0.00045401 0.000405393 0.00037562 0.000368455 0.000336528 0.000358117 0.000484445 0.000372682 0.000400011 0.000361485 0.000418707 0.000526236 0.000417742 0.000302204 0.000267325 0.000274483 0.000404591 0.000357799 0.000398325 0.000316144 0.000322382 0.000319199 0.000497444 0.000303512 0.000258325 0.00011057 9.71513e-05 6.2925e-05
threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.10960000000000002 1.0000000180025095e-35 -0.075044999999999987 -0.23071499999999998 -0.064864999999999992 -0.070894999999999986 0.11085000000000002 -1.0000000180025095e-35 0.09129000000000001 0.099570000000000006 0.086765000000000023 -0.089974999999999986 0.079360000000000014 -0.083329999999999987 -0.0090499999999999973 -0.094679999999999986 0.094890000000000016 0.11230000000000001 -0.22851499999999997 -0.093039999999999984 -0.029114999999999999 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
left_child=-1 -2 -3 -4 -5 -6 7 8 27 12 -11 14 13 -10 15 16 17 18 -12 -19 -21 -22 -23 -17 -25 -13 -27 -7
right_child=1 2 3 4 5 6 -8 -9 9 10 11 25 -14 -15 -16 23 -18 19 -20 20 21 22 -24 24 -26 26 -28 -29
leaf_value=-0.00076859968976377986 -0.00064636093872130589 -0.00064293065617393344 -0.00060903135516444799 -0.00056584099294016451 -0.00057542068712050263 0.00041641750925324226 0.0007624145858630987 -0.0005631730829536699 -0.00019686460462281692 -0.00057501372025932829 0.00012888303708292592 0.00030346179378922515 0.00028164643135787887 -0.0010584987997744879 -0.00052173139031440221 0.00073972986529601058 -0.00047664034347634336 0.00085103767083262764 -0.00082415829336040006 0.00060856953538336914 0.00049418812966379338 -0.00060526243618606781 0.00045286456892372864 -0.00034968401898114159 0.00051028189537072018 0.00094233022913182767 0.00045080812129002904 0.00084271247026088797
leaf_weight=0.0011702740313749285 0.0013761585241622012 0.0011976209331669976 0.0012097267548255566 0.0011706041058413543 0.0011259317864116261 0.0010080117704802652 0.0016730550545265279 0.0012507608837184483 0.0014032802225614205 0.0011650590491303339 0.0016632266236129454 0.0013358238871692407 0.0013188534982191413 0.0010633020010679594 0.0010186598818142647 0.0019668053842467606 0.0019640560030396168 0.0011788270661394649 0.0010716447047394162 0.00168922092635193 0.0012462999410307578 0.0019251961007900756 0.0010049141528938321 0.0010597797596147984 0.00101749882645219 0.0014446875425361272 0.0010192060061555873 0.0010512228195123097
leaf_count=305 560 345 556 232 75 51 119 58 29 81 76 38 19 58 59 47 125 36 94 89 29 314 47 23 63 98 49 235
internal_value=0 2.73961e-06 2.80853e-05 5.16896e-05 7.60316e-05 9.97603e-05 0.000124653 8.76892e-05 0.000117168 7.55205e-05 0.000135977 0.000176176 -0.000272177 -0.000568301 8.3544e-05 0.000122598 2.82705e-05 0.000129675 -0.000244561 0.000274965 0.000159191 -2.25678e-05 -0.000242366 0.000396512 7.15471e-05 0.000585888 0.000739009 0.000634038
internal_weight=0 0.0366194 0.0352433 0.0340457 0.0328359 0.0316653 0.0305394 0.0288663 0.0276156 0.0255563 0.0217709 0.0206058 0.00378544 0.00246658 0.0168061 0.0157875 0.0117434 0.00977933 0.00273487 0.00704446 0.00586563 0.00417641 0.00293011 0.00404408 0.00207728 0.00379972 0.00246389 0.00205923
internal_count=3910 3605 3045 2700 2144 1912 1837 1718 1660 1374 1268 1187 106 87 1002 943 810 685 170 515 479 390 361 133 86 185 147 286
is_linear=0
shrinkage=0.00121906


Tree=1104
num_leaves=17
num_cat=0
split_feature=150 484 151 3 151 15 43 42 3 12 3 3 1 2 15 0
split_gain=8.49165e-05 0.000176441 0.000144983 0.000193489 0.000119176 0.000150974 0.000130908 0.000218301 0.000181765 0.000145733 0.000475517 0.000165893 0.000155773 0.000197775 0.000133792 2.37448e-05
threshold=0.082085000000000019 -0.0043499999999999988 -0.056409999999999995 0.096385000000000012 -0.03268999999999999 -0.24219999999999997 -0.074254999999999988 -0.09602999999999999 -0.075954999999999981 0.088375000000000023 0.10666500000000002 0.090325000000000003 0.076710000000000014 0.075670000000000015 -0.038029999999999987 -0.069954999999999976
decision_type=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 -7 14 11 -11 12 -8 -14 -9 -16
right_child=2 4 3 -5 5 6 9 8 -10 10 -12 -13 13 -15 15 -17
leaf_value=-0.0019828253539056762 0.0014958704809980284 -0.0012395282863608122 -0.0016567359018090557 0.0010461465362698276 0.0016433359109001579 -0.0013724949635313237 -0.00071082539360008915 -0.00097127780246717267 0.0025091198596376898 -0.0029475102305384897 0.0010596158676403945 -0.0011837584678456108 8.7023600638556792e-05 0.0027724751127372444 0.00057388456642615694 0.0015604917612583773
leaf_weight=0.0010204464783433445 0.0019215327694979134 0.0015219915435564771 0.0010296464082923942 0.0011770970272309 0.0012048717113409243 0.0010199643953002213 0.0012729981376523713 0.0010023286348543325 0.0011604632602915093 0.0015036228905866006 0.0010380842347252894 0.0016328417045587962 0.0012869589622412914 0.0010189825292723498 0.0010199570719220952 0.0010035932546617055
leaf_count=579 318 197 147 48 258 121 421 243 135 832 25 141 108 70 222 45
internal_value=0 -0.00014801 0.000581339 -0.000214994 -2.86513e-05 0.000101457 -4.18912e-05 0.000516632 0.0009769 -0.000416928 -0.00131092 1.90587e-05 0.000567827 0.00127371 0.000389274 0.0010632
internal_weight=0 0.0167071 0.00412828 0.00220674 0.0156867 0.0141647 0.0129598 0.00520631 0.00418634 0.00775349 0.00254171 0.00521178 0.00357894 0.00230594 0.00302588 0.00202355
internal_count=3910 3397 513 195 2818 2621 2363 766 645 1597 857 740 599 178 510 267
is_linear=0
shrinkage=0.00455379


Tree=1105
num_leaves=31
num_cat=0
split_feature=52 133 453 1348 14 1456 1213 133 376 123 16 13 38 3 1374 1 1213 43 43 0 4 50 1374 47 0 3 49 12 0 49
split_gain=0.00102797 0.000863205 0.000804533 0.000940798 0.000990306 0.000778112 0.00072602 0.000685199 0.000868437 0.00094091 0.000611887 0.00051104 0.000629799 0.000842553 0.000643141 0.000623043 0.00059624 0.000609472 0.000557372 0.000482705 0.00043476 0.00066333 0.000565084 0.000662954 0.000476707 0.000474073 0.000863522 0.000670343 0.000325629 0.000312093
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 1.0000000180025095e-35 0.41476000000000007 0.16421000000000002 0.10386000000000002 0.16699000000000003 0.086000000000000007 0.11507500000000002 1.0000000180025095e-35 -0.15109999999999998 -0.092084999999999986 -0.017269999999999997 -0.23071499999999998 0.086465000000000014 -0.094679999999999986 0.09252500000000001 -0.230625 -0.11266 -0.085974999999999982 0.086935000000000012 0.047345000000000005 -0.080034999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 14 16 -13 17 -9 -19 -12 28 22 -22 24 -24 -26 -27 29 -20 -28
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 19 15 -14 -15 -16 -17 -18 18 20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0012786518904462016 -0.0012194761195582226 -0.00083090193349132004 -0.0011172110178222674 0.0013495981333183538 -0.0011111689593539225 -0.0007474739989406391 0.0011264039122145394 0.00083791535457341669 -0.0010620343468354741 0.00087666460232763371 0.00014971424107361656 -0.00099282123567790152 -0.00098028090410042673 0.00096457506907213512 -0.00090425317900190481 0.00027324983386599436 -0.00091764005195242983 -0.00087289416844740049 -0.0009176511344218362 0.0013172567420392843 -0.00051730593988202564 -0.00057866613071520172 0.0011055586762950692 -0.00041541718560160696 0.0010524198246889215 -0.0006610906222886397 0.0012764935729882259 -0.00032543132091111202 2.8577798815017266e-06 0.0004821598283034566
leaf_weight=0.0011957141682565888 0.0010556165181442303 0.0017495916727205399 0.0011166695066435741 0.0010455410056051653 0.0013841042431126374 0.0018176243970045016 0.001283334726657869 0.0021830796762660745 0.0011624158699925493 0.0030352424813800951 0.0013785640054013726 0.0018835238288388281 0.0010122496407234385 0.0020771111640585085 0.0012493209158521692 0.0011988699943046299 0.0010377945148234416 0.0011030662512245817 0.0011903717677199518 0.0012937496005491758 0.0015331248625614071 0.0018703268846333989 0.0018395295520292421 0.0018727763472066164 0.0016211128054175279 0.0016439081069954406 0.0010840537967169439 0.0018551617125351916 0.0018499196350711955 0.0066572527525057806
leaf_count=275 229 307 36 46 107 515 45 60 27 265 82 110 29 104 85 40 295 117 30 11 49 257 41 83 59 57 8 282 62 197
internal_value=0 9.08426e-06 3.50068e-05 6.13117e-05 3.31723e-05 6.72468e-05 0.000102375 0.000138369 0.000107912 0.000141516 8.19099e-05 3.32454e-05 8.51671e-05 0.000120334 5.90003e-05 -0.000500394 0.000103014 0.000143284 8.04148e-05 0.000714958 0.0001261 0.000199706 0.000280107 0.00035387 0.00045187 0.000358375 0.000258279 0.00041577 -0.000357551 0.000593394
internal_weight=0 0.051085 0.0500294 0.0489127 0.0478672 0.0464831 0.0447335 0.0429159 0.0416325 0.0404701 0.0374349 0.0347626 0.0316802 0.0306679 0.0285908 0.00308239 0.0273415 0.0263037 0.0241206 0.00267231 0.0230175 0.0199772 0.0181069 0.0165738 0.014701 0.0128615 0.0112404 0.00959647 0.00304029 0.00774131
internal_count=3910 3635 3406 3370 3324 3217 2910 2395 2350 2323 2058 1965 1815 1786 1682 150 1597 1302 1242 93 1125 1033 776 727 644 603 544 487 92 205
is_linear=0
shrinkage=0.00137286


Tree=1106
num_leaves=31
num_cat=0
split_feature=9 52 133 453 1213 133 376 376 1348 14 1456 1374 0 16 4 123 160 1447 15 15 3 150 133 3 133 0 0 49 12 0
split_gain=0.000924389 0.000845536 0.000950982 0.000690818 0.000637939 0.000683399 0.000655858 0.000958761 0.000615955 0.00103552 0.000763984 0.000606518 0.000568724 0.000576694 0.00077216 0.000526925 0.000540541 0.000551777 0.000430816 0.000618767 0.000613984 0.000461865 0.00041873 0.000536142 0.00045117 0.000722756 0.00100005 0.000498815 0.000494295 0.000402147
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 0.090240000000000015 -0.230625 0.41476000000000007 -0.49837999999999999 0.083745000000000014 0.093550000000000008 -1.0000000180025095e-35 -0.19153499999999998 -0.26361999999999991 0.15165000000000003 0.086870000000000017 0.094185000000000005 -0.15002999999999997 0.086895000000000014 -0.10575999999999998 -0.08824499999999999 -1.0000000180025095e-35 0.094045000000000004 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 12 -12 14 -14 16 17 -16 19 -19 21 22 23 -20 25 -25 -27 -28 -29 -15
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 11 -13 13 29 15 -17 -18 18 20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.00097268418783744062 -0.0010599380991783212 -0.0010562983299579451 -0.00064517503110299269 -0.00092522893442944652 0.00092842523659981654 -0.00077843882791308965 -0.00086586059926723608 0.0010981912888780886 0.00089435011601719371 -0.0010061283686299128 0.00056721407266805952 -0.00075755025219553665 -0.00078575107278104964 0.00014988264660779316 -0.00073025436874146288 0.00072386066310512745 -0.00058866938314786218 0.00012337182692507702 0.0008865475110925305 -0.0010459218552756103 0.00082775963398048287 -0.00050682249317222374 -0.00039774973669609142 0.00044316346929820273 0.00074060331690486134 -0.00098897875733601828 -0.00062231495530693447 0.00038193052414053083 -0.00046065842882597914 0.0011068664741398643
leaf_weight=0.0011898519212153449 0.0010743948150027096 0.0011595861084129347 0.0018283545487860478 0.0010463828998297222 0.0011320108805321629 0.0014818525027759924 0.0010654747276017664 0.0011138331084001854 0.0010287482111648307 0.0013199468349669443 0.0030197581007769146 0.0011481851470174212 0.0015595913268118154 0.0012469563247741178 0.0011269367800854626 0.0014311909503350586 0.0018604552626486628 0.0014436505181032455 0.0013833542769532215 0.0010185874079046029 0.0016160869954831006 0.0015689915437011584 0.0016920132061971618 0.0043606865538752095 0.001461492520992814 0.0014844863661678089 0.0011820514551390575 0.0042768004409371174 0.0011701426173811313 0.0010825065196797814
leaf_count=121 275 229 566 27 44 269 27 29 47 88 60 65 68 83 173 150 168 95 38 39 65 150 302 87 103 129 46 275 83 9
internal_value=0 -5.24755e-05 -2.91024e-05 -2.72123e-06 1.91655e-05 4.78971e-05 2.36706e-05 4.73187e-05 1.72786e-05 -6.50601e-06 2.9529e-05 6.36068e-05 9.13491e-05 4.49434e-05 2.31471e-07 4.55029e-05 7.64635e-06 5.42894e-05 9.33095e-05 -0.000360346 0.000148618 8.95459e-05 0.000144551 0.000204449 0.000136739 6.59898e-05 -0.000136727 5.41253e-05 0.000200921 0.000594595
internal_weight=0 0.0473845 0.0463101 0.0451505 0.0441041 0.0422758 0.0411438 0.0400783 0.0389645 0.0379357 0.0366158 0.0351339 0.0339857 0.030966 0.0286365 0.0270769 0.0256457 0.0237853 0.0226583 0.00246224 0.0201961 0.01858 0.017011 0.015319 0.0139357 0.0124742 0.00811348 0.00662899 0.00544694 0.00232946
internal_count=3910 3789 3514 3285 3258 2692 2648 2621 2592 2545 2457 2188 2123 2063 1971 1903 1753 1585 1412 134 1278 1213 1063 761 723 620 533 404 358 92
is_linear=0
shrinkage=0.00114875


Tree=1107
num_leaves=31
num_cat=0
split_feature=9 52 133 133 401 376 376 160 14 1456 3 38 3 40 48 0 13 0 484 16 43 51 52 16 43 3 13 43 3 457
split_gain=0.00112337 0.000929013 0.000944107 0.000760926 0.000706964 0.000647675 0.000939925 0.000571953 0.000513434 0.000494016 0.000557925 0.000554697 0.000782507 0.000526795 0.000485357 0.000641589 0.000930075 0.000696821 0.000506649 0.000589303 0.000468647 0.00043181 0.000409107 0.000538169 0.000493417 0.000397241 0.000476523 0.000373968 0.000470995 0.00056293
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 -0.17468499999999998 0.087020000000000014 0.11605500000000001 0.088415000000000007 -0.40446999999999994 0.077685000000000018 1.0000000180025095e-35 -0.15464999999999998 0.10777500000000002 0.16699000000000003 0.0034800000000000005 0.12649500000000002 -0.10575999999999998 0.17936000000000002 -0.089879999999999974 0.09129000000000001 -0.013279999999999998 -0.074254999999999988 0.12342500000000002 -0.088779999999999984 -0.083564999999999987 -0.15969999999999998 -0.115685 -0.15078499999999997 -0.07526999999999999 0.084925000000000014 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 12 13 14 15 18 17 -17 19 27 22 -16 -19 -24 -25 -22 -27 -12 -29 -30
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15 21 16 -18 20 -20 -21 25 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.0011627130977423274 -0.0011748809373864104 -0.0011793809125778818 0.00093353189547445569 -0.00079422289977153595 -0.0010198306317493906 -0.00097269879459611149 0.0012079306210252242 0.00061341098583432519 -0.00068739190276641672 -0.00075953502930625446 0.00063829618600568243 -0.00089195799260677919 0.00086281349132217092 0.00085587787001725421 -0.0012027723474732333 -0.0007058399582387609 -0.0012071334172870122 0.00068799304111256021 -0.00055775617319035308 0.0009538432694078115 0.00045681761080339965 -8.6324015128031283e-05 0.00079444517819311159 0.00031078883111490205 -0.00086631465683881281 0.00037137549427722301 -0.00062212038156264258 -0.00071631450350518016 -0.00064683019826058464 0.00039303703911970492
leaf_weight=0.0012607730926509344 0.001152983736472323 0.0011065480756097248 0.001380487720945566 0.0014158529892959173 0.0011149956031252786 0.0010658604618516412 0.0010592917818019734 0.002928213711056663 0.0015549542876187586 0.00115589661716231 0.0022428793589572855 0.0010052460097575979 0.0018617990392513209 0.0011537458659445212 0.0010036163900499764 0.0021921239975908205 0.0012205193096086484 0.0026762659471106787 0.0011318541358065213 0.0020084586893460562 0.0011698973951368317 0.0012530429523138764 0.001006895957229581 0.0010736386331302583 0.0012281048139253254 0.0010284311312176459 0.0031716878800074769 0.0011059906757608928 0.0010375576325714082 0.0043417650334758289
leaf_count=121 275 229 50 280 266 28 31 83 79 264 81 35 117 40 45 220 90 124 21 53 22 26 64 34 269 12 778 62 18 93
internal_value=0 -5.04977e-05 -2.21274e-05 6.59165e-06 -2.30235e-05 3.3804e-06 2.8738e-05 -2.5144e-06 2.65613e-05 5.65677e-05 8.2887e-05 3.56879e-05 6.49127e-05 1.54716e-05 -1.80876e-05 2.976e-05 -0.000146707 -5.11677e-05 0.000249331 0.000334414 7.52201e-05 -0.000582848 0.000319291 2.1058e-05 -0.00031726 -0.000196798 -0.000378855 0.000191876 3.74868e-05 0.000192469
internal_weight=0 0.0468486 0.0456956 0.0445891 0.0432086 0.0420936 0.0410277 0.0399684 0.0385526 0.0369976 0.0358417 0.0329135 0.0319083 0.0300465 0.0288927 0.0266361 0.0147676 0.013547 0.0118685 0.0107367 0.0113549 0.00225666 0.00598491 0.00330864 0.00230174 0.00537002 0.00420012 0.00872819 0.00648531 0.00537932
internal_count=3910 3789 3514 3285 3235 2969 2941 2910 2630 2551 2287 2204 2169 2052 2012 1941 1613 1523 328 307 1303 71 491 367 303 812 790 254 173 111
is_linear=0
shrinkage=0.00126831


Tree=1108
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 374 16 150 1456 376 51 133 1374 1213 1429 4 15 4 128 158 52 47 4 13 2 4 150 151 13 3 42
split_gain=0.00130671 0.00085228 0.00120753 0.00108382 0.000885978 0.000765549 0.000657191 0.000908121 0.000656534 0.000656138 0.000637314 0.000594813 0.000615631 0.000560207 0.000695471 0.000872377 0.000682144 0.000676412 0.000660351 0.000662988 0.00157739 0.000865895 0.00083325 0.000685173 0.000633105 0.000773099 0.000578777 0.000555791 0.000529981 0.000587553
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.077685000000000018 0.093275000000000011 -0.53943499999999989 -0.096549999999999983 -1.0000000180025095e-35 0.088415000000000007 -0.06809999999999998 -0.39018999999999998 0.089520000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 -0.095799999999999982 0.18622000000000002 0.086435000000000012 0.085745000000000002 0.11401500000000002 0.085165000000000018 -0.49837999999999999 -0.26418499999999995 0.11230000000000001 0.0057500000000000008 0.086420000000000011 -0.079329999999999984 0.0099250000000000015 0.076695000000000013 0.098285000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -9 12 -12 -14 15 16 26 18 19 21 -21 -17 -23 24 25 -24 -15 -25 29 -26
right_child=1 2 -4 -5 -6 6 7 8 9 -11 11 -13 13 14 -16 17 -18 -19 -20 20 -22 22 23 27 28 -27 -28 -29 -30 -31
leaf_value=0.0010333815353470539 -0.0011165690301438815 0.00081183869315524886 0.0011494715454249712 -0.0010300912055178427 -0.0011126752166416398 0.00056475357664868451 -0.0011006447104229262 -0.00099117477911465153 -0.00012495577799729834 0.0011521749568420517 -0.00071570629149208002 -0.00091044041499770557 -0.00085131850283600482 7.0633106610574941e-05 0.00097078151989662498 -0.00056390649489943651 -2.3203697461119439e-05 -0.00083469269033412336 -0.00079483161598508626 -0.0010107842618516003 0.00071046266186850665 0.0009778752522697793 0.00027001496421627579 -0.0006917544139234895 -0.00018538667102695636 -0.00079228367222479521 -0.00095619908269586277 0.00035613732097178075 0.0011546417453395187 0.00096584546574316333
leaf_weight=0.0015540276666293753 0.0010213528127263052 0.0015069036310024755 0.0011541389796878567 0.0015415570484176291 0.0010220211567339979 0.0023744600852193534 0.0011389492270447157 0.00101463190991291 0.0010030278809658455 0.0012290619609247591 0.0017124911490821728 0.0010773692109218294 0.0010275450430388125 0.0010184753631246046 0.0010392387042186249 0.0017082063110382814 0.0045813658444058269 0.0010274896473174691 0.0010116680769747246 0.0018779806013979874 0.0011968253105401061 0.002247410791156308 0.010572261665560818 0.0018361232724444223 0.0013445402234828477 0.0010324235252099365 0.002898252476728036 0.0011180586376156043 0.0019435981309356976 0.0011120822025278976
leaf_count=113 65 69 42 122 23 61 342 193 17 41 520 52 152 48 123 78 121 99 89 231 32 62 765 77 52 87 156 43 15 20
internal_value=0 -5.63095e-05 -3.60184e-05 -6.22225e-05 -3.2778e-05 -1.0549e-05 -3.62899e-05 -6.74716e-05 -4.11052e-05 0.000578274 -7.37131e-05 -5.1219e-05 -2.82522e-05 2.25182e-06 2.55996e-05 -1.2922e-06 -0.000330153 9.84161e-05 0.000133924 0.000170077 -0.000340813 0.000238631 0.000303276 0.000223309 0.000319008 0.000175506 -0.00068919 -0.000295163 0.000697465 0.000335762
internal_weight=0 0.0543895 0.0533682 0.052214 0.0506725 0.0496504 0.0481435 0.0457691 0.0446301 0.00223209 0.042398 0.0413834 0.040306 0.0385935 0.037566 0.0365268 0.00849809 0.0280287 0.0270012 0.0259895 0.00307481 0.0229147 0.0212065 0.0189591 0.0160049 0.0116047 0.00391673 0.00295418 0.00440022 0.00245662
internal_count=3910 3797 3732 3690 3568 3545 3476 3415 3073 58 3015 2822 2770 2250 2098 1975 325 1650 1551 1462 263 1199 1121 1059 939 852 204 120 87 72
is_linear=0
shrinkage=0.00117172


Tree=1109
num_leaves=17
num_cat=0
split_feature=124 12 43 131 16 2 14 16 3 1 4 47 48 15 4 1
split_gain=9.26964e-05 0.000192141 0.000125074 0.000182173 0.000151956 0.000215996 0.000183813 0.000183488 0.000201861 0.000125066 0.000233105 0.000196362 0.000240823 0.000244482 0.000114807 8.22132e-05
threshold=0.08919500000000001 0.11655500000000001 -0.15109999999999998 0.092255000000000018 0.081265000000000018 0.099015000000000006 -0.13131999999999996 0.0015250000000000001 0.13772500000000001 1.0000000180025095e-35 -0.083329999999999987 0.09252500000000001 0.086215000000000014 -0.09547499999999999 -0.08422499999999998 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 6 -6 -4 8 9 10 -8 12 13 -11 -1 -15
right_child=-2 -3 3 -5 5 -7 7 -9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=1.8215437300763334e-05 0.0012431973039428827 -0.0018642060115229356 -0.0012964656629010473 -0.0017746651842715021 -0.0024855188195238818 -1.8463479473755464e-05 0.00057556182779209327 0.0018896020545764532 0.0018381366954557216 0.0026289172668485365 -0.0020666404076708318 -0.0012194431045339359 -0.00071711409842425424 0.001268550569213125 0.0018646157715858651 -0.00027475962664322322
leaf_weight=0.0012604487440230905 0.0010406911967182344 0.0010430515828239719 0.0013519679368010637 0.0011233079485169764 0.0010068149924548622 0.0018620908788615775 0.0011379485775011838 0.0013081150234326719 0.0012104878420966534 0.0014130293924823345 0.001337516561693607 0.0013257377501605383 0.0017439921724751173 0.0011396803839320013 0.0012205982677132013 0.0014370080414709552
leaf_count=144 76 180 119 387 229 281 228 198 121 115 980 107 118 172 110 345
internal_value=0 -6.89555e-05 2.52425e-05 -0.000103296 1.20668e-05 -0.000884253 0.000203888 0.000372173 0.000187446 -2.21147e-05 -0.000852044 0.000268908 0.000613042 0.00119448 0.000926587 0.000407853
internal_weight=0 0.0209218 0.0198787 0.0173977 0.0162744 0.00286891 0.0134055 0.0120535 0.0107454 0.00953491 0.00247547 0.00705945 0.00573371 0.00398972 0.00248105 0.00257669
internal_count=3910 3834 3654 3400 3013 510 2503 2384 2186 2065 1208 857 750 632 254 517
is_linear=0
shrinkage=0.00429114


Tree=1110
num_leaves=17
num_cat=0
split_feature=4 15 150 48 51 52 13 43 13 0 52 0 42 4 2 12
split_gain=9.84061e-05 0.000163854 0.000143577 0.000197389 0.000134309 0.000140515 0.000150909 0.000190152 0.000206245 0.000159557 0.00015127 0.000129329 0.00012037 0.000106 9.81254e-05 9.79318e-05
threshold=0.27020000000000005 -0.11739999999999999 -0.081029999999999977 0.093225000000000016 0.08955500000000001 0.11401500000000002 -0.094679999999999986 -0.083899999999999988 -0.0041499999999999983 -0.084304999999999977 -0.083529999999999979 -0.11756999999999999 -0.09602999999999999 -0.0017649999999999999 0.11230000000000001 0.085845000000000019
decision_type=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 12 -9 -4 -10 -2 -8 -12 -5 -14
right_child=11 2 3 14 -6 -7 7 8 10 -11 13 -13 15 -15 -16 -17
leaf_value=-0.0016753491059715881 1.0261572619723237e-05 0.0015984289942064384 -0.00023702433094511833 0.0018762959714830804 -0.001799486066656494 -0.0018230186625408863 -0.00074219734749214074 -0.0022471214508508414 -0.0017251410386716511 0.0020227811721756071 0.001070787435430563 0.0019093108103635358 0.001951468523551985 -0.00077503106603592003 8.0901421950632383e-06 0.00014594934147913811
leaf_weight=0.0013258136359198666 0.0019397708607978292 0.0010737882912397181 0.0012690656132186007 0.0013799141101915038 0.0011806315540151694 0.0010089243390098016 0.0011592980128506958 0.0015990906324720158 0.0010842086940214823 0.0013237568407333785 0.0015336776903930316 0.0012059997402174552 0.0012258406354881393 0.0011136393652417861 0.0010095459839354337 0.0012667011673095363
leaf_count=253 193 90 135 125 298 351 130 1071 198 44 151 279 238 52 105 197
internal_value=0 -0.00013272 -1.40044e-05 -0.000121184 -0.000330911 -0.000193132 -5.10674e-05 -0.000330421 -0.000878815 0.000916712 -0.000292447 0.000738303 0.000470074 0.000294312 0.00108698 0.00103391
internal_weight=0 0.0185539 0.0172281 0.0161543 0.0137648 0.0125842 0.0115753 0.00898246 0.00533062 0.00259282 0.00373153 0.00314577 0.00365184 0.00264732 0.00238946 0.00249254
internal_count=3910 3438 3185 3095 2865 2567 2216 2037 1472 179 401 472 565 203 230 435
is_linear=0
shrinkage=0.00455379


Tree=1111
num_leaves=15
num_cat=0
split_feature=1 0 43 39 48 47 4 13 0 42 2 12 43 42
split_gain=9.18782e-05 0.000148004 0.000185762 0.000203423 0.000289925 0.000188887 0.000257781 0.000256674 0.000192859 0.000126354 0.000102683 0.000139428 0.000174988 9.86386e-05
threshold=0.087545000000000026 -0.017269999999999997 -0.24333999999999997 0.005105000000000001 0.12675000000000003 0.09252500000000001 0.0057500000000000008 -0.0024749999999999993 -0.17106499999999999 -1.0000000180025095e-35 0.086650000000000019 0.098845000000000016 -0.089604999999999976 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 6 7 -4 -8 -1 -11 12 -12 -14
right_child=1 -3 3 -5 -6 -7 8 -9 -10 10 11 -13 13 -15
leaf_value=-0.0014827276297439342 -0.0016431630757272732 0.001765173457641955 0.00095520916621080201 0.0016468558050757199 -0.002007334500432553 -0.00088416336082722138 0.0025816102554696882 -0.0017529455773506726 0.00053079276432778898 -0.0010148952710705371 0.0017763323214995289 -0.0012166935099475269 0.00054257336049565012 -0.0010579890415997532
leaf_weight=0.0014910866721143182 0.0010406748609732572 0.0010554383096109685 0.0013336093447773346 0.0016393763821824234 0.0011516522551691119 0.0018935473435623962 0.0015210089500063972 0.0012470460243354485 0.0018980255990903583 0.0017504531005533286 0.0013886847243471667 0.0010611819034272441 0.0018676293640111918 0.0011428624887501737
leaf_count=805 55 285 396 273 73 185 75 135 141 489 123 155 101 619
internal_value=0 0.00022604 8.74925e-05 0.000256063 3.98304e-06 0.000297442 0.000670365 -0.000353448 0.00144313 -0.000345623 -0.000110487 0.000179443 0.000516223 -6.50425e-05
internal_weight=0 0.0127804 0.0117249 0.0106843 0.00904489 0.00789324 0.00599969 0.00258066 0.00341903 0.0087019 0.00721081 0.00546036 0.00439918 0.00301049
internal_count=3910 1618 1333 1278 1005 932 747 531 216 2292 1487 998 843 720
is_linear=0
shrinkage=0.00429114


Tree=1112
num_leaves=31
num_cat=0
split_feature=31 123 124 1348 14 16 4 11 484 160 1213 50 47 47 0 1374 47 403 403 2 16 43 0 12 13 4 2 0 3 3
split_gain=0.00127239 0.000719524 0.00101948 0.000647298 0.00119438 0.000651816 0.000574181 0.000671094 0.000567834 0.000589867 0.000619293 0.000631583 0.000597749 0.000840492 0.00083659 0.000759324 0.000702059 0.000663485 0.000772999 0.000696581 0.000644339 0.00062135 0.000590784 0.000553522 0.000591552 0.000535848 0.000639382 0.000713376 0.000522543 0.000401507
threshold=-1.0000000180025095e-35 0.13456000000000004 0.11158000000000001 0.090050000000000005 0.077685000000000018 -0.54165499999999989 0.50657000000000008 0.08184000000000001 -0.0043499999999999988 -0.40446999999999994 -1.0000000180025095e-35 0.10030500000000002 0.081905000000000019 0.09585500000000001 -0.10783 -0.095439999999999983 0.13206500000000002 0.088015000000000024 0.03138500000000001 0.08400500000000001 -0.27337499999999998 -0.15648499999999999 -0.077584999999999987 0.10214500000000001 -0.070604999999999987 -0.49269499999999994 0.10705000000000002 0.047345000000000005 -0.084129999999999996 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=-1 2 3 4 5 -2 7 8 29 -10 -11 12 14 -14 15 -12 23 18 19 22 -17 -21 -16 24 -15 -23 27 28 -27 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 11 -13 13 16 17 20 -18 -19 -20 21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011006694429297483 0.00074101288713986036 -0.001040989956838102 0.00090313133049745075 0.00080488026082635065 -0.0011278392967920714 -0.0011335897854418975 0.00061008165270376175 -0.00078446500646550189 -0.00078321459843194838 -0.00078621349005053446 -0.00040105910170952253 0.00073427505424253521 -0.00095058281630681755 0.00058334733801519213 -0.0012683851952960123 -0.00020201027449845128 -0.00088392504592985012 -0.0010924021217073993 0.00087984710576638459 0.00066328221300437429 0.00070872071668516708 -0.00095035036762586766 1.1773306857030223e-06 0.0010373826328688304 -0.00065123437970498457 -0.00080469839979423511 -0.00058510107194328334 0.0010893402852745306 0.00023127685586345163 -9.2542281285599003e-05
leaf_weight=0.0015362804593732618 0.0015542126341854248 0.0012006662886960831 0.0017514999864562944 0.0012893055178180282 0.0017710048808821091 0.0013695381447225144 0.0017838666642400183 0.0023412448379787057 0.0016733934904290529 0.0015912047024667078 0.0017083936724588957 0.0018979624037296352 0.0024186739607663923 0.0011806405400065501 0.0014310646942186089 0.0015528269502649303 0.0011650713938848867 0.0010311429618714554 0.0013356608584116367 0.0019043387997612652 0.0064003786976165487 0.0011319417420310096 0.0010027825999983234 0.0010236783949977291 0.0013249407996829277 0.0010387537594531626 0.0022406025462302637 0.0011869177496919292 0.0031835657551515656 0.0010550297380405027
leaf_count=113 69 24 34 47 123 520 151 150 285 520 22 112 88 63 164 75 30 89 30 62 152 52 111 17 63 221 170 18 301 34
internal_value=0 -7.06611e-05 -4.75175e-05 -8.17863e-05 -0.000105956 -6.62051e-05 -9.47356e-05 -0.000124537 -8.57634e-05 -4.72269e-05 -1.27771e-05 2.3251e-05 -1.85792e-05 -0.000343197 7.32363e-05 0.000366112 -3.0252e-05 -0.000109478 -3.93639e-05 -0.000132943 0.000530905 6.52742e-06 -0.000745306 0.000251561 -6.94942e-05 -0.000135891 -1.53755e-05 0.000220615 -2.35886e-05 -0.000680587
internal_weight=0 0.0515403 0.0503396 0.0485881 0.0472988 0.0455278 0.0439736 0.0421897 0.0398485 0.0374239 0.0357505 0.0341593 0.0322614 0.00711301 0.0251484 0.0096616 0.00469433 0.0154868 0.0144556 0.01312 0.00795321 0.0106861 0.00243385 0.00352926 0.00250558 0.00878178 0.00764984 0.00540924 0.00422232 0.00242457
internal_count=3910 3797 3773 3739 3692 3569 3500 3349 3199 2645 2360 1840 1728 261 1467 249 173 1218 1129 1099 227 824 275 143 126 762 710 540 522 554
is_linear=0
shrinkage=0.00126831


Tree=1113
num_leaves=31
num_cat=0
split_feature=31 160 1213 1429 4 483 1374 13 475 484 403 38 133 3 453 16 483 50 131 12 0 12 52 13 13 15 52 13 1 0
split_gain=0.000969122 0.00057838 0.000533143 0.000481396 0.000528808 0.000601128 0.000510675 0.000452032 0.000440038 0.000618876 0.000550525 0.000408891 0.000425639 0.000542768 0.000450575 0.000583265 0.000572002 0.000703841 0.000466711 0.000448074 0.000446886 0.000477924 0.000685828 0.000769285 0.000303503 0.000451145 0.00069712 0.000429001 0.000368112 0.000277312
threshold=-1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.085195000000000007 0.088035000000000016 -0.014729999999999998 -0.085289999999999991 0.086130000000000026 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24098999999999995 0.24227500000000002 1.0000000180025095e-35 -0.50763499999999995 -1.0000000180025095e-35 0.10030500000000002 0.097135000000000013 0.088185000000000013 -0.230625 -0.013124999999999998 0.11588000000000002 -0.074599999999999986 0.0015650000000000002 1.0000000180025095e-35 -0.077699999999999977 0.16421000000000002 0.11561500000000001 -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 -2 -3 -4 5 6 8 -7 -5 10 -10 12 -12 14 15 19 -17 18 20 -14 -18 -22 23 29 25 26 -25 -26 -29 -23
right_child=1 2 3 4 -6 7 -8 -9 9 -11 11 -13 13 -15 -16 16 17 -19 -20 -21 21 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.0012467042448606833 -0.0010071277794812936 -0.00080662428222332244 -0.00094304892111624712 -0.00074430416728173707 0.0008940277780201941 -9.1098555564265884e-05 -0.00096107130734287844 -0.0014146501187115841 -0.00099486409280368578 0.00087506686536103237 -0.00079306451749499424 -0.0006436133850409579 0.0012180378049944322 0.0011670391147948322 -0.00073406336726701234 -0.0009843785351788092 0.00059719056165168181 0.0010666095665072478 0.00093125307955982959 0.00011405201523906217 0.00059316747342606942 -9.5991385833232547e-05 -0.0011985030242694257 0.00054957941194168358 0.00045005603395921088 -0.0012577579635356562 -0.00088084824904405431 -0.00087831065798585708 0.00015804081409140288 0.00063806049296330622
leaf_weight=0.001167185594654895 0.0013091578124044814 0.0017868875675571263 0.0010960116718967674 0.0013399472268020842 0.0013532556137265664 0.0010474658828441008 0.0010323273958938719 0.0010583125094656412 0.001010509736678821 0.00193242554515649 0.0010169945892991574 0.0015273462640950078 0.0017170335800571332 0.0010264235521830747 0.0012346693427529578 0.0010025328558704851 0.0022257872506088279 0.0014897366730943764 0.001153987019622881 0.0013317634284781832 0.0018880645758319005 0.001584877784917671 0.0012140374944493723 0.0012112113802118475 0.0019050675871117306 0.0014175128803235459 0.0016311071594823827 0.001601732810306622 0.0012409679551979025 0.0031108017652119397
leaf_count=113 305 560 164 167 166 253 55 71 518 97 177 55 85 77 56 179 19 55 28 41 99 105 35 47 94 71 71 50 22 75
internal_value=0 -7.21486e-05 -4.31353e-05 -9.36784e-06 1.66671e-05 -1.46165e-05 2.89518e-05 -0.000756283 5.83081e-05 9.04357e-05 4.23654e-05 7.66947e-05 0.000114626 0.000147609 0.000108798 0.00014925 7.03928e-05 0.000119179 4.92556e-05 0.000735799 -4.22582e-06 -8.38804e-05 -0.000169573 -7.84157e-05 -0.000322761 -0.000599552 -0.000271293 -7.44156e-05 -0.000425896 0.000390305
internal_weight=0 0.043498 0.0421888 0.0404019 0.0393059 0.0379526 0.0358469 0.00210578 0.0348145 0.0334746 0.0315422 0.0305317 0.0290043 0.0279873 0.0269609 0.0257262 0.0226774 0.0216749 0.0201852 0.0030488 0.0190312 0.0168054 0.0149173 0.0137033 0.0090076 0.00425983 0.00284232 0.00474777 0.0028427 0.00469568
internal_count=3910 3797 3492 2932 2768 2602 2278 324 2223 2056 1959 1441 1386 1209 1132 1076 950 771 716 126 688 669 570 535 355 189 118 166 72 180
is_linear=0
shrinkage=0.00142833


Tree=1114
num_leaves=31
num_cat=0
split_feature=31 52 133 457 375 453 1348 14 1456 43 16 403 133 157 1213 157 1374 2 0 1 0 11 124 13 3 2 2 130 49 151
split_gain=0.00126601 0.000811069 0.00088686 0.000823799 0.000836768 0.000841736 0.000940232 0.00103864 0.000750219 0.000669068 0.000655066 0.000678944 0.000601087 0.000531601 0.000782454 0.00072747 0.000650517 0.000685316 0.000588945 0.000541778 0.00120604 0.000468011 0.000485127 0.000656919 0.000665436 0.000780573 0.000597315 0.000429587 0.000623022 0.000454819
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.51789000000000007 0.087245000000000017 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.14198000000000002 -0.54165499999999989 -0.088854999999999976 0.091290000000000024 -0.077534999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.0050599999999999994 -0.084074999999999997 0.076710000000000014 -0.089879999999999974 0.082245000000000013 -0.088344999999999993 -0.15355999999999997 0.11265500000000002 0.11635500000000001 0.10457000000000001 -1.0000000180025095e-35 -0.085974999999999982 -0.044604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 -12 -11 -13 -15 -16 17 18 -17 20 -19 22 -21 -24 26 -26 27 -25 -29 -30
right_child=1 2 3 -5 -6 -7 -8 -9 9 12 11 13 -14 14 15 16 -18 19 -20 21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.0012417031731545712 -0.0012362554906759963 -0.0012602669702837727 -0.00081558761065982023 -0.0012142550768845085 -0.0011599791293944747 -0.0011492425389454349 0.0013782013631929856 -0.0012304999798901856 0.00096428669371335701 7.9350592724591716e-06 -0.00097121613770295744 0.00057268826908863973 0.001235114151714789 -0.0012112436441648728 -0.0010489518506112854 -0.001101725643217579 -0.00096913326070017321 -0.0010383454348200033 0.00025354078675212549 -0.00048992400729993852 0.00015811092438871487 -0.00056324797376927247 0.0014004261038689234 -0.00044992913334231685 -0.00088397020893095509 0.00046079991414628533 0.0013747578586264038 -0.00048155824865135139 -0.0001693897657027864 0.00080805764783903995
leaf_weight=0.0014963028160959171 0.0011332154622425419 0.0011407778703030882 0.001786222233429279 0.0010940986803689148 0.0011634433479876796 0.0011374741775398425 0.0010529585025205171 0.0012283696959434201 0.001519050917358814 0.0013402507374646868 0.0012918682735544298 0.0036054549797390747 0.0018812565279020532 0.0010027216710415945 0.0011532501327695668 0.0015862205772219085 0.0011133875508235738 0.0020225522180603436 0.0010416424576149474 0.0011405093028997717 0.0090181191622098773 0.0010712231963907462 0.0013221235193574517 0.0010181565131439649 0.0015990816344810818 0.0017981496499270833 0.0014495182653080372 0.0010751081770905575 0.0010995488736540463 0.0061806660134138261
leaf_count=113 275 229 307 17 35 27 45 104 64 43 475 266 20 399 127 46 55 179 77 23 415 38 84 32 16 36 122 24 48 169
internal_value=0 -6.40603e-05 -3.89654e-05 -1.20651e-05 1.38788e-05 4.14497e-05 6.94343e-05 4.03268e-05 7.41771e-05 0.000110029 6.18701e-05 2.72441e-05 0.000724568 6.09247e-05 7.73834e-06 4.40199e-05 8.27607e-05 0.000120032 -0.00056452 0.000182506 -6.10692e-05 0.000333977 0.000391588 0.000456274 0.000368492 -0.000172185 0.000538205 0.00040884 0.000513488 0.000660431
internal_weight=0 0.0540664 0.0529332 0.0517924 0.0506983 0.0495349 0.0483974 0.0473445 0.0461161 0.0443299 0.0411084 0.0395893 0.00322151 0.0382974 0.034692 0.0336893 0.032536 0.0314226 0.00262786 0.0287948 0.0110407 0.0177541 0.0166829 0.0155424 0.0142202 0.00339723 0.010823 0.00937348 0.00835532 0.00728021
internal_count=3910 3797 3522 3293 3276 3241 3214 3169 3065 2758 2695 2631 63 2156 1890 1491 1364 1309 123 1186 594 592 554 531 447 52 395 273 241 217
is_linear=0
shrinkage=0.00140032


Tree=1115
num_leaves=17
num_cat=0
split_feature=14 157 130 48 158 14 49 457 4 15 15 15 52 42 52 4
split_gain=0.000124547 0.00012697 0.000132796 0.000173953 0.000204385 0.000284114 0.000230088 0.000149036 0.000308908 0.000168825 0.000121824 0.00020027 0.000165935 0.000129965 0.000263115 0.000297747
threshold=0.064610000000000015 -0.077534999999999979 -0.0015749999999999998 0.12862000000000004 0.085745000000000002 -0.13131999999999996 0.090445000000000011 -0.066264999999999991 0.24280000000000004 0.095465000000000008 -0.095799999999999982 -0.03231499999999999 -0.089799999999999977 0.086325000000000013 0.084505000000000011 -0.077679999999999985
decision_type=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 10 -9 12 -12 14 15 -13
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 11 13 -14 -15 -16 -17
leaf_value=0.0011586094780833668 -0.0015440495984229698 -0.0013983723072411216 -0.0017281855855241399 -0.0015747905717165621 -0.0017733998279583249 -0.0012987893104499336 0.002243320864731683 -0.00084807771642045034 0.0023131213993681592 -0.0015788043843218157 0.00017321283845105021 0.0025552412729980475 0.002478422529382328 -0.0011234721108269044 -0.00096672487850372904 -0.00054819234855834329
leaf_weight=0.0019176789418271492 0.0010069200756503962 0.001346056365578204 0.0012683936704898638 0.0012165816682511146 0.0010101236967592761 0.0010723246429945607 0.0013322600891424044 0.0014401096350116745 0.0015294980828776126 0.0010001402221804798 0.0010210133336965854 0.0015798272495011192 0.0015941584119142363 0.0013532056619892097 0.0015804122844658985 0.0010101840653006285
leaf_count=443 138 339 112 98 338 162 346 130 205 347 102 246 206 330 234 134
internal_value=0 6.28362e-05 -4.57362e-05 5.53689e-05 0.000173477 0.00029809 0.000475179 0.000296463 0.000437738 0.000166598 0.000348837 0.000560623 0.00157842 7.87439e-05 0.000468835 0.00134481
internal_weight=0 0.021272 0.0193543 0.0180082 0.0167917 0.0157815 0.0145131 0.0131809 0.0121085 0.0105791 0.00957891 0.0081388 0.00261517 0.00552363 0.00417042 0.00259001
internal_count=3910 3772 3329 2990 2892 2554 2442 2096 1934 1729 1382 1252 308 944 614 380
is_linear=0
shrinkage=0.0044645


Tree=1116
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 14 1456 133 401 123 42 13 13 1374 0 150 1 4 42 12 50 52 48 2 159 42 133 15 4 12
split_gain=0.000942239 0.000763798 0.00086179 0.000567758 0.000644666 0.00121116 0.000683762 0.000563541 0.000600193 0.00057751 0.00076924 0.000536109 0.000564499 0.000517504 0.000582179 0.000635898 0.000530567 0.000796197 0.00128036 0.000706023 0.000487496 0.00044154 0.000429346 0.000427849 0.000437183 0.000519095 0.000575381 0.00054104 0.000378001 0.0003514
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.091855000000000006 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -0.17468499999999998 0.086130000000000012 0.083745000000000014 -0.089024999999999979 -0.5337599999999999 -0.23438999999999996 0.086000000000000007 -0.230625 0.086870000000000017 0.11235500000000002 -1.0000000180025095e-35 0.060615000000000009 0.098845000000000016 0.082310000000000008 -0.014099999999999998 0.092250000000000013 0.08221500000000001 0.089285000000000017 -1.0000000180025095e-35 0.084285000000000013 0.084050000000000014 -0.029114999999999999 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=-1 -2 -3 4 5 6 -4 -8 9 11 -11 -9 28 14 22 16 17 19 -19 20 23 -17 -14 -16 25 -25 27 -27 -13 -20
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12 12 13 -15 15 21 -18 18 29 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011196628359845745 -0.0011557525742852879 -0.0011493782539311781 -0.00078803866781500557 -0.00094505374217626397 0.00098332375010376657 -0.0011481577858218949 0.00094765728505252214 -0.00084213530192319363 -0.00092221303607074553 -0.00024104476166417522 0.0011929850366903913 0.0010986581780148225 0.0012403045789297349 -0.00081249432607208186 0.0010695992165932636 -0.0011402656733145197 0.00040316258918097494 -0.00096559113016890378 0.00064338719830294355 -0.00078022364529173999 -0.00058160838682412412 -2.3140990900028363e-05 0.00021755197254477284 -0.00027085928320625644 -0.00056604533358452171 0.00091745635384101615 -0.00025589105626606891 -0.00010756612814994834 0.00020051229836173372 -0.00027198208899201264
leaf_weight=0.0011890320329952511 0.0010162416641044105 0.0011081224926947622 0.0015965703586419125 0.0010285465766006743 0.0011496178114489544 0.0014805486820725902 0.00120201135123743 0.0011387558230921959 0.0010380361927652118 0.0010019512456551638 0.0016686009241257951 0.0013458828116199584 0.0010666565635801669 0.001239074797152461 0.0011188281365090849 0.0013597266645959394 0.0053473191959207958 0.0034426717114361119 0.0014844882664046821 0.0012953964366910773 0.0011278714792720699 0.0010489131545869937 0.0019296744528674026 0.0019065738240506853 0.001043814853955106 0.0039938884118635425 0.0013420368979715214 0.0010989533297021126 0.0018793322128241021 0.0013313503069474208
leaf_count=113 275 229 307 45 51 106 44 16 263 19 173 27 35 86 108 101 158 194 46 161 283 64 20 296 81 96 196 99 86 132
internal_value=0 -4.61854e-05 -2.20995e-05 5.23027e-06 2.71068e-05 1.85269e-06 4.23452e-05 7.51192e-05 4.8398e-05 7.4765e-05 0.000654958 3.11695e-05 6.00768e-05 6.77723e-06 4.06851e-05 -1.9477e-05 4.27982e-05 -5.76395e-05 -0.0004364 0.00012573 0.000226621 -0.000653781 0.000581639 0.000313405 0.000223258 0.000322028 0.000497693 0.000696273 0.000575309 0.000210594
internal_weight=0 0.0478315 0.0468152 0.0457071 0.0446785 0.0435289 0.0420484 0.0404518 0.0392498 0.0382118 0.00267055 0.0355412 0.0344025 0.0311772 0.0299382 0.0269418 0.0245332 0.0191859 0.00625851 0.0129274 0.011632 0.00240864 0.00299633 0.0105041 0.00938527 0.00834145 0.00643488 0.00509284 0.00322522 0.00281584
internal_count=3910 3797 3522 3293 3248 3197 3091 2784 2740 2477 192 2285 2269 2156 2070 2015 1850 1692 372 1320 1159 165 55 876 768 687 391 195 113 178
is_linear=0
shrinkage=0.00129368


Tree=1117
num_leaves=16
num_cat=0
split_feature=14 157 130 48 16 52 12 52 1 3 2 43 1 1 1
split_gain=0.00010486 0.000105031 0.000109556 0.000144789 0.000187476 0.000174211 0.000260766 0.000440954 0.000250318 0.00023225 0.000221657 0.000194088 0.000141828 0.000130657 0.000124912
threshold=0.064610000000000015 -0.077534999999999979 -0.0015749999999999998 0.12862000000000004 -0.25582999999999995 -0.07984999999999999 0.096535000000000024 0.091210000000000013 0.079355000000000023 0.086245000000000016 0.097135000000000013 -0.074254999999999988 0.079355000000000023 0.11368000000000002 0.096335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 13 10 7 8 -7 -10 11 -6 -9 14 -4
right_child=-2 2 3 -5 5 6 -8 12 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0010285934553385849 -0.0013861638260178543 -0.001240802863098363 0.0014254075267579316 -0.0014073694625904214 0.00077521651468360358 -0.0027564542859092101 -0.001987166255523106 0.0025956850616387062 0.00071950268723277233 -0.001590751502165212 0.0019204073323052682 -0.0016333132421597425 0.00038679256454005707 0.0023352190611319224 -0.00032699773741162806
leaf_weight=0.0019361165981621733 0.0010109185043327687 0.0013550911283284886 0.0015128614991024537 0.0012181508033847202 0.0016735152597249225 0.0010423788510025792 0.001733917438352689 0.0011294521652338574 0.0018836581070647007 0.0014955129988164506 0.0015671197578881468 0.0010388714956139312 0.001098481409793628 0.0010082347696850902 0.0016069953591818509
leaf_count=443 138 339 152 98 247 535 376 295 340 91 292 138 135 194 97
internal_value=0 5.65803e-05 -4.06055e-05 4.97028e-05 0.00015541 -0.000108657 -0.000475458 -8.12658e-05 -0.000881357 -0.000302942 0.000609893 -0.000147275 0.00150659 0.000965436 0.000522768
internal_weight=0 0.0213004 0.0193642 0.0180091 0.016791 0.0126629 0.0083834 0.00664948 0.00442155 0.00337917 0.00427951 0.00271239 0.00222793 0.00412809 0.00311986
internal_count=3910 3772 3329 2990 2892 2449 1772 1396 966 431 677 385 430 443 249
is_linear=0
shrinkage=0.00437696


Tree=1118
num_leaves=31
num_cat=0
split_feature=31 52 133 160 1213 133 376 376 1374 1 47 403 43 403 0 48 51 14 0 0 15 47 3 42 52 43 52 4 4 15
split_gain=0.00137286 0.000770495 0.000894658 0.000710306 0.00065825 0.000755827 0.000733377 0.000901652 0.000645751 0.000654522 0.000739963 0.000777965 0.000867065 0.000674824 0.000581848 0.000553683 0.00100583 0.000530594 0.000735153 0.000656979 0.00054583 0.000440436 0.00042401 0.00070883 0.000581731 0.000506165 0.000580428 0.000872239 0.00056514 0.000467699
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.09309000000000002 0.10113500000000002 1.0000000180025095e-35 0.088015000000000024 0.15364000000000003 0.03138500000000001 -0.23029999999999998 0.12675000000000003 0.13474500000000003 -0.24487499999999998 -0.13506999999999997 -0.13870499999999999 -0.11739999999999999 0.096475000000000019 -0.15464999999999998 -1.0000000180025095e-35 0.0033900000000000002 -0.077544999999999989 -0.082554999999999976 -1.0000000180025095e-35 -0.23071499999999998 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 17 -17 18 -11 -19 -21 -12 24 -24 -16 29 -27 28 -28 -25
right_child=1 2 3 4 5 6 -8 -9 -10 15 21 -13 -14 -15 22 16 -18 19 -20 20 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0012221087184726706 -0.0012302394329834735 -0.0012109756029953151 -0.0009044577357117527 -0.00077276657729379711 0.0010910906500232662 0.0004572305271700274 -0.001019289716568347 0.0012884755464802518 -0.0010134586459233667 -0.00077424893289454151 -0.0012309058794108072 -0.0011586941122422904 0.0011350854699817817 0.00079856495808184528 -0.00032328098019804383 -0.0011813322976581754 0.00050174387002406735 0.00088453184718224756 0.00063753183571687807 -0.00058204489083904846 0.00041175006534389621 -0.00011534613180133832 -0.001179603069938357 -0.00012837330633089607 0.0010647089389427863 -0.0011846592536498151 -0.00060345980884414551 -0.0010047507116092056 0.0005455854376981553 0.00079211246028352406
leaf_weight=0.0015355291528353901 0.0010155379653529186 0.0011660817893479605 0.0015839016714386247 0.0018597540611261501 0.001215919619847127 0.0028203998145652645 0.0012070234699432794 0.0010301779306907113 0.0010797953282235531 0.0015582687315145449 0.0015513284837347366 0.0010284170164875919 0.0012333497459025003 0.0016378144726312263 0.0011472304950141841 0.0012566257788080284 0.0013177723722037626 0.0045468389165703726 0.001169788843816467 0.0012539647768223805 0.0049667431597226752 0.0010927520411154745 0.0014754258727764933 0.0033581101049053848 0.001045561706234821 0.0014402336117353949 0.0011583755664759006 0.0017193535223980882 0.0023454848982262799 0.0014240008341239729
leaf_count=113 275 229 290 534 42 42 27 32 59 18 83 99 16 32 45 34 31 170 79 85 186 110 351 359 13 86 24 103 305 38
internal_value=0 -6.96727e-05 -4.59539e-05 -1.79575e-05 1.19555e-05 4.43282e-05 1.53123e-05 4.45869e-05 1.38038e-05 4.116e-05 -9.73963e-05 -1.596e-05 4.05259e-05 -2.8449e-05 -0.000103975 0.000252209 -0.000319806 0.000361326 -0.000168879 0.000495658 0.000211422 -0.000769865 -0.000208702 -0.000301573 0.000338537 -0.000188388 -0.000428169 -0.000219576 0.000165711 0.000145726
internal_weight=0 0.050706 0.0496905 0.0485244 0.0469405 0.0450808 0.0438648 0.0426578 0.0416276 0.0405478 0.0244778 0.0218338 0.0208053 0.019572 0.0179342 0.01607 0.0025744 0.0134956 0.00272806 0.0107675 0.00622071 0.00264408 0.0151138 0.012921 0.00219279 0.0114456 0.00666345 0.00522321 0.00350386 0.00478211
internal_count=3910 3797 3522 3293 3003 2469 2427 2400 2368 2309 1706 1513 1414 1398 1366 603 65 538 97 441 271 193 1324 1266 58 915 518 432 329 397
is_linear=0
shrinkage=0.00134594


Tree=1119
num_leaves=31
num_cat=0
split_feature=160 52 1213 14 1374 1 133 42 47 39 51 48 2 150 50 16 15 43 12 0 12 16 16 52 12 0 43 15 2 1
split_gain=0.000575783 0.00055861 0.000458094 0.000409032 0.000323003 0.000416642 0.000740263 0.000563308 0.000413718 0.000736922 0.0007018 0.000440117 0.000599794 0.000455783 0.000379997 0.000374932 0.000333854 0.000464015 0.000374022 0.000326893 0.000323266 0.000361904 0.000388985 0.000275355 0.00052329 0.000260084 0.000290504 0.00018041 0.000171905 0.000142563
threshold=-0.40446999999999994 -0.42985499999999993 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.085835000000000009 0.10681500000000001 -0.089744999999999978 0.081320000000000017 0.005105000000000001 0.13605000000000003 0.086870000000000017 0.11260500000000001 0.090145000000000017 0.082725000000000007 -1.0000000180025095e-35 -0.091274999999999981 0.14198000000000002 0.096055000000000015 -0.084074999999999997 0.099370000000000014 -0.53257999999999994 -0.057604999999999996 0.083750000000000005 0.088485000000000022 -0.10783 -0.016244999999999996 -0.11399999999999998 0.086315000000000017 0.11327500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 15 -13 20 25 -9 18 19 -18 21 -10 27 24 -21 28 -27 -23 -7 -24
right_child=1 2 3 -5 5 8 -8 16 14 -11 -12 13 -14 -15 -16 -17 17 -19 -20 23 -22 22 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0009785500244628249 -0.00088107053742072659 -0.00074308003590423035 -0.00057446095100618141 -0.0006593822551753828 -0.00096031856298455908 0.0013507902942498007 -0.0011476037538407664 -0.00050636264619862076 0.00041255513263820516 0.0014283011291551405 -0.00077108386782720961 -0.00084857510563556145 0.0013461427441236297 0.00047835533930293186 0.00076272192682442141 -0.00025664241357690467 -0.00024263045232924703 0.0010916118765209679 -0.00056892617149728705 -0.00051860917321555644 0.00064237965087771663 -0.00048812828997757131 0.00034893670435408655 0.00080132883291673582 0.00087089512305595356 -0.00026535798297686145 0.0007887154377074965 -0.0013463747774101582 0.00055488980278769562 -0.00035187370145673129
leaf_weight=0.0012782831134898745 0.0014240571665495852 0.0014921876028127215 0.001395974280839595 0.0015208394365364688 0.0010703842499604219 0.0010853772099852516 0.0012121459097615426 0.0014355006729322968 0.0013675233673069442 0.0014084336857917998 0.0011439886639266214 0.0010297079499750339 0.0017544822969539631 0.0011779921729733189 0.0012269852657729174 0.0014871854267708411 0.001930352962794645 0.0012060561150017976 0.0013765453406469064 0.0012809928190478147 0.0010184920544986653 0.0010640032738482574 0.0010639452247769299 0.0025087399625851603 0.0010442259155762912 0.0011787796767914766 0.00104867304932099 0.0010165392444605459 0.0012273575471866138 0.0014637377771506976
leaf_count=305 353 552 66 89 138 28 281 208 36 282 30 44 144 35 82 129 307 83 59 84 26 27 40 78 43 121 117 33 53 37
internal_value=0 1.48669e-05 4.82341e-05 8.03689e-05 0.000112308 0.000140649 -6.31786e-05 4.77219e-05 0.000268905 0.000435406 0.000309801 0.000433582 0.000596462 -0.000140547 1.4897e-05 0.00037824 0.000147791 0.000248257 0.000123315 0.000264187 -0.000116292 -0.000245599 -0.00044091 0.000466575 0.000105399 0.000586203 0.000230894 -0.000907462 0.00092841 -5.68906e-05
internal_weight=0 0.0396612 0.0382371 0.036745 0.0352241 0.0338281 0.0130649 0.0118528 0.0207632 0.012542 0.0111335 0.00998956 0.00778186 0.0022077 0.00822123 0.00602737 0.0107824 0.00934691 0.00814086 0.00676431 0.00699424 0.00597575 0.00460823 0.00483396 0.00232522 0.00454019 0.00222745 0.00208054 0.00231273 0.00252768
internal_count=3910 3605 3252 2700 2611 2545 1281 1000 1264 983 701 671 592 79 281 448 862 654 571 512 199 173 137 205 127 319 238 60 81 77
is_linear=0
shrinkage=0.00145689


Tree=1120
num_leaves=31
num_cat=0
split_feature=31 1348 14 52 1456 133 133 1212 376 123 16 403 1365 1374 13 43 1 1447 38 3 2 159 49 151 483 1374 12 52 48 156
split_gain=0.00118351 0.000701873 0.000892613 0.000702426 0.000678936 0.000706542 0.000734242 0.000804909 0.000671923 0.00100095 0.000630488 0.00065481 0.00061317 0.000524371 0.000533794 0.00108162 0.000645866 0.000576171 0.000571556 0.00140883 0.000500211 0.000438638 0.0004863 0.000618632 0.000518082 0.000496598 0.0007154 0.000480156 0.000475128 0.000545556
threshold=-1.0000000180025095e-35 0.093505000000000019 0.077685000000000018 -0.51745999999999992 -1.0000000180025095e-35 -0.26719999999999994 -0.15498499999999996 -1.0000000180025095e-35 0.11605500000000001 0.083745000000000014 0.41476000000000007 -0.088854999999999976 1.0000000180025095e-35 0.096950000000000022 0.17936000000000002 -0.15109999999999998 0.11377000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.16699000000000003 -0.0050599999999999994 0.10519500000000001 -0.085974999999999982 0.083140000000000006 0.083960000000000021 -0.094679999999999986 0.086935000000000012 -0.082554999999999976 -0.077114999999999975 0.085915000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -9 13 14 15 -13 -16 -17 19 20 -19 22 23 -22 25 -24 28 -28 -27 -30
right_child=1 -3 -4 4 5 6 7 8 -10 -11 -12 12 -14 -15 16 17 -18 18 -20 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=0.0010817482085295951 -0.001295696372718529 0.00083849407129364586 -0.0012340353653069389 -0.0010507055550190529 -0.0012366732653046563 0.00076694300828329264 -0.0013729337630349865 -0.0011463234184208478 -0.0010866964010616126 0.0006638909572390648 0.00046217055730499808 0.00096858324652762196 -0.0012500801360244382 -0.0011270426054582161 -0.0012399632689796172 -0.00098712407345463108 0.0001266197378816857 -0.00079432248280379583 -0.00095604134001078323 0.0010853977707916502 -0.0009928252807389602 -0.00078102048324797538 -0.00063671657270599575 0.00024700622741535654 -0.00088808031526738931 -0.00045327065911537787 0.00053725664552524714 -0.00055254332527132665 0.00069169593149756288 -0.00038854229935623649
leaf_weight=0.0011963484362590418 0.0012637540043440856 0.0010017642299011689 0.0019446808119862871 0.0019555941241672361 0.0012639280242682229 0.0014446695285599267 0.001127133350769193 0.0015244995897014659 0.0015413766131464604 0.0025814406570072715 0.0023916119223335022 0.001667396985496338 0.0010677986157165966 0.0010943135967522713 0.0017576092976523397 0.0015367170095865737 0.0010360271789622288 0.0021587674610108352 0.0014581321124120796 0.0018345126541796644 0.0019997134830633785 0.0016311654634807429 0.0014230858388586407 0.0012220396880628925 0.00100417066696079 0.0010020879857606246 0.0010320644666297306 0.0029116904156416589 0.0067688728290925121 0.0010130313521123924
leaf_count=113 270 31 123 315 209 72 231 453 28 187 98 57 60 42 83 178 36 73 48 98 71 101 50 36 107 36 45 367 228 64
internal_value=0 -0.00029945 -0.000321953 -0.000285542 -0.000258638 -0.00022459 -0.000195668 -0.000228171 -0.000197198 -0.000163021 -0.000219891 -0.000266307 -0.000226402 -0.000192821 -0.000160322 -0.000104491 -0.000733162 -0.000170769 -0.000121494 -7.07935e-05 -0.00016648 -9.87383e-05 -3.81772e-05 -0.000522546 6.47932e-05 0.000132411 0.000218407 -0.000267347 0.000436496 0.000551073
internal_weight=0 0.0516596 0.0506579 0.0487132 0.0474495 0.0454939 0.0442299 0.0427853 0.0416581 0.0401167 0.0375353 0.0351437 0.0336192 0.0325514 0.0314571 0.0286634 0.00279364 0.0269961 0.0254593 0.0240012 0.0221667 0.0200079 0.0183768 0.00322175 0.015155 0.0141508 0.0127277 0.00394375 0.00878399 0.0077819
internal_count=3910 3797 3766 3643 3373 3058 2849 2777 2546 2518 2331 2233 1780 1720 1678 1559 119 1502 1324 1276 1178 1105 1004 107 897 790 740 412 328 292
is_linear=0
shrinkage=0.00137286


Tree=1121
num_leaves=19
num_cat=0
split_feature=160 403 11 3 156 1374 1 4 150 16 16 47 4 2 0 0 13 16
split_gain=0.000113962 0.000141552 0.000124605 0.000147826 0.00013833 0.000108281 0.000117726 0.000191281 0.000177138 0.000150722 0.000217872 0.000152494 0.000143751 0.000137965 0.000282121 0.000200611 0.000114296 0.000317149
threshold=-0.23073999999999997 0.087440000000000004 0.08184000000000001 -0.14218999999999996 0.091280000000000014 -0.094679999999999986 0.077800000000000022 -0.083329999999999987 0.075065000000000007 -0.45301499999999995 -0.110495 0.084155000000000021 -0.34687499999999999 0.079395000000000007 -0.07773999999999999 -0.14136999999999997 -0.10023999999999998 0.0015250000000000001
decision_type=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 12 9 -8 11 -11 -7 14 -12 -15 -9 -18
right_child=1 -3 -4 4 -6 6 8 16 -10 10 13 -13 -14 15 -16 -17 17 -19
leaf_value=-0.0013698548141330502 0.0017046005809271533 -0.0015342470132834788 -0.0010839953814495468 -0.0011067687209331419 -0.0014082905216195208 -0.00012122185975540085 -0.0011465994427779941 0.00023645234024121712 0.0018302410989894835 0.0029456906333607674 -0.0021937242301446501 0.00055350714248195447 0.0020109941581465955 -0.00037835234471057328 0.00057882032269263766 0.0023167042360576892 -0.0032200915470196193 0.00013068922623380331
leaf_weight=0.0011473383853572569 0.0012030662799926662 0.0010353148181179847 0.0015167347653518562 0.0011083990958944403 0.0010674868677255636 0.0015342727553815383 0.001151285632850386 0.0011553738549753773 0.0018225395974010858 0.0010359269735215624 0.0011827950480258207 0.0010065627641990815 0.0010009316233094362 0.0010967502955954167 0.0017337139151443167 0.001022393026673285 0.0010348308336125414 0.0011343290031355924
leaf_count=412 116 319 210 65 241 45 80 58 233 94 255 55 287 72 229 106 763 270
internal_value=0 4.53638e-05 0.000123961 0.000218937 0.00012012 0.000215981 0.000308123 -0.00018498 0.000595574 0.000322137 0.000561032 0.00176679 0.000720605 7.19682e-05 -0.00054559 0.000921893 -0.000875556 -0.00146785
internal_weight=0 0.0218427 0.0208074 0.0192907 0.0180876 0.0170201 0.0159117 0.00585974 0.010052 0.00822943 0.00707814 0.00204249 0.0025352 0.00503565 0.00291651 0.00211914 0.00332453 0.00216916
internal_count=3910 3498 3179 2969 2853 2612 2547 1423 1124 891 811 149 332 662 484 178 1091 1033
is_linear=0
shrinkage=0.00437696


Tree=1122
num_leaves=31
num_cat=0
split_feature=31 160 1213 475 1456 2 38 124 151 4 13 132 1348 15 2 15 16 52 0 2 52 4 16 4 3 52 43 0 16 42
split_gain=0.00099868 0.000462315 0.000413081 0.000374931 0.000365803 0.000336888 0.000346329 0.000560995 0.000521483 0.000441982 0.000545503 0.000461689 0.000421631 0.000409569 0.000436105 0.000342353 0.00044338 0.00111524 0.000462259 0.000725021 0.000417764 0.000465697 0.0003706 0.000460962 0.000287385 0.000201148 0.00017166 0.000164656 0.000160871 0.000155314
threshold=-1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -0.08459499999999999 -1.0000000180025095e-35 0.14808000000000002 0.086545000000000011 -0.048219999999999992 -0.090394999999999989 -0.51381999999999983 -0.094679999999999986 0.079995000000000011 1.0000000180025095e-35 -0.044229999999999992 0.092745000000000008 -0.053579999999999996 -0.072804999999999981 -0.087604999999999988 -0.10783 0.090695000000000012 -0.23815499999999998 -0.23071499999999998 -0.0049699999999999996 -0.083329999999999987 0.097615000000000021 -0.044539999999999989 -0.054854999999999994 -0.10943499999999999 -0.095109999999999986 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 -6 -9 -10 13 12 15 14 -11 16 18 -18 19 -12 -17 -22 23 -23 29 -19 -24 -25 -21 -15
right_child=1 2 3 4 5 -7 -8 8 9 10 11 -13 -14 24 -16 20 17 25 -20 28 21 22 26 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0011926672881712775 -0.00084161873074793149 -0.00072591021844008066 -0.00068866052386636512 -0.0006347213020569504 0.00072743185563241318 0.00068181202560388442 -0.00075781415900453945 -0.00065381527562222651 -0.00076207166886534984 -0.00056089943703463104 -0.00071439013241474819 0.0006427614902080013 0.00075759950780581776 5.9042624407621394e-05 0.00061310966502086588 -0.00089793451965128118 0.0006300338940852544 -0.00043070466911447917 0.0010551514410130738 0.00083324762654243129 -0.0009957911164829125 0.00032968056338425678 -2.290909090622449e-05 -0.00027631915927289573 0.0011827812451086228 -0.0012300464913853678 0.00070696487454636461 -0.00099885799296292556 0.00012718797111761529 0.00078497990646179678
leaf_weight=0.0011810291430446309 0.0013359921278731082 0.0015109791275840214 0.0014093704298208101 0.0014845980804346617 0.0020369147393757272 0.0014534245676323101 0.0010062599582081324 0.0020729706891355884 0.0011725522083043593 0.001203440858383642 0.0013104778343215884 0.0017295735713521712 0.0010183334376394617 0.0011042009935522392 0.0010944959179788327 0.0018003825221213328 0.001461844843858584 0.0010316835938923852 0.0011878676075608996 0.0013676270634448429 0.0010565195931917402 0.0013433808027238812 0.0010389090230726872 0.001067911219848827 0.0014723262746301202 0.0012752275094620614 0.0013324203219329698 0.0012287854212761464 0.001021016286131271 0.0010337503824309202
leaf_count=113 305 560 260 261 157 158 58 160 34 48 33 163 48 33 79 119 115 52 126 45 39 180 78 33 29 111 63 392 17 41
internal_value=0 -6.33074e-05 -3.61774e-05 -7.87007e-06 1.92288e-05 4.78487e-05 1.94702e-05 4.43299e-05 -2.95604e-06 4.63704e-05 8.25787e-05 -2.23076e-05 -8.43431e-05 0.000442459 -1.72471e-06 -0.000133269 5.71519e-05 -0.000289732 0.000324662 9.00864e-05 -0.000319126 -0.000171688 -2.685e-05 -0.000296582 0.000725182 -0.000872569 0.000387198 -0.000662894 0.000531445 0.000410051
internal_weight=0 0.0396632 0.0383272 0.0368163 0.0354069 0.0339223 0.0324689 0.0314626 0.0294257 0.0273527 0.0261802 0.020272 0.0185424 0.00590821 0.00229794 0.0175241 0.00865574 0.00376876 0.00488699 0.00369912 0.00886831 0.00706793 0.00601141 0.00364008 0.00361028 0.00230691 0.00237133 0.0022967 0.00238864 0.00213795
internal_count=3910 3797 3492 2932 2672 2411 2253 2195 2038 1878 1844 1614 1451 230 127 1403 499 278 221 95 904 785 746 605 103 163 141 425 62 74
is_linear=0
shrinkage=0.00134594


Tree=1123
num_leaves=31
num_cat=0
split_feature=52 133 31 160 1213 133 376 376 1456 15 15 13 1348 14 1374 403 132 159 1374 52 133 151 47 52 49 1 2 16 16 43
split_gain=0.00109807 0.000861296 0.00072453 0.000602392 0.000600153 0.000714644 0.000750024 0.000915445 0.000564374 0.00054392 0.000921095 0.000900339 0.000858087 0.000798234 0.000640145 0.00058557 0.000763159 0.000604312 0.000576982 0.00068568 0.00068008 0.000559697 0.000515292 0.000878341 0.000476517 0.000429023 0.000423 0.000524067 0.000543132 0.000456609
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 -0.10023999999999998 0.090050000000000005 -0.46879999999999994 0.086000000000000007 -1.0000000180025095e-35 0.092880000000000004 0.09141500000000001 -0.094679999999999986 -0.064794999999999978 0.08845500000000002 -0.082314999999999985 0.10843500000000002 -0.23815499999999998 0.10513500000000002 0.12019000000000001 0.11005500000000001 -0.083564999999999987 -0.008734999999999998 -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 8 9 13 -11 21 14 -7 15 -13 17 18 -17 22 24 -12 23 -20 25 26 27 -21 -29 -30
right_child=1 2 3 4 5 6 -8 -9 -10 10 11 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0015117571028168391 -0.0014415651088721647 0.0013021616253810096 -0.0010584163767897404 -0.00090578396251638361 0.0012923970164630369 -0.00040777792752419374 -0.0011970258375657993 0.0015142624268895794 -0.0010159396372063844 -0.0012197858819641702 -0.00047701773710496175 -0.0012561367923068334 0.0013673862053054638 0.0013494987651850531 -0.0013021314123869213 -0.00092064841729013293 0.0011912730705354545 -0.0011322652229901137 -0.0010516689274131755 0.0002157491429939045 -0.001313587708785399 0.00081241708941037294 0.0015174137046675828 0.00059535447196922898 0.0009499674204753695 -0.0010747805113286723 0.00072348374952272158 -0.0012559437286488689 -0.00077025738725087839 0.00065212945407843088
leaf_weight=0.0012840036072332408 0.0010558990744017329 0.0011259899735598369 0.0013600046152676395 0.0017124427905627617 0.0011937549624771995 0.001033633412575341 0.0012499967656260927 0.0011016543555086846 0.001296722721064957 0.001513462730156393 0.0010385601873839079 0.0010284666149351631 0.0010428917362448322 0.0018949422773837368 0.0011346910485219288 0.0016949115271813744 0.0012812640723733884 0.001340592577155241 0.0010308856350373929 0.0042894630379777124 0.0011865871769979339 0.0053979527616743175 0.0010480482810786285 0.0044718783999155775 0.001144549084944658 0.0011401621366111678 0.0016043020791975957 0.0017836270070370345 0.0011986654416222837 0.001138619038840754
leaf_count=275 229 113 290 534 42 35 27 32 254 56 32 462 40 156 66 58 43 167 79 138 99 157 19 178 26 21 35 121 73 53
internal_value=0 -4.69697e-06 2.72581e-05 -3.71152e-06 2.81693e-05 6.51224e-05 3.03116e-05 6.78801e-05 2.7779e-05 6.29891e-05 8.03888e-06 6.27e-05 -6.38042e-05 0.000729272 -0.000120092 -6.72499e-05 -1.70424e-05 -8.41433e-05 -1.94864e-05 5.67429e-05 -0.000150644 0.000604361 0.000483684 0.000286802 -3.84486e-05 -0.000139866 -3.34264e-05 -0.000177809 -0.000587464 -7.7335e-05
internal_weight=0 0.0485346 0.0474787 0.0463527 0.0449927 0.0432803 0.0420865 0.0408365 0.0397349 0.0384382 0.0355096 0.0339961 0.0275596 0.00292858 0.0265167 0.025382 0.0243536 0.0230723 0.0217317 0.0200368 0.013486 0.00643651 0.00655081 0.00550276 0.0122994 0.0111548 0.0100147 0.00841037 0.00412091 0.00233728
internal_count=3910 3635 3406 3293 3003 2469 2427 2400 2368 2114 1923 1867 1678 191 1638 1572 1110 1067 900 842 566 189 276 257 467 441 420 385 247 126
is_linear=0
shrinkage=0.00160853


Tree=1124
num_leaves=31
num_cat=0
split_feature=31 52 133 160 1 48 43 0 48 51 49 484 3 47 13 3 49 2 15 0 0 16 12 160 49 42 47 52 3 16
split_gain=0.000939623 0.000743502 0.000735516 0.000512382 0.000546488 0.000587754 0.000445233 0.00046303 0.000507305 0.000549197 0.000508951 0.000307124 0.00036435 0.000799583 0.000441652 0.000393946 0.000350798 0.000323051 0.000281326 0.000276012 0.000418327 0.000548669 0.000451485 0.000281263 0.000257255 0.000394641 0.000331389 0.000221908 0.000180571 6.62264e-05
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 0.10113500000000002 -0.086624999999999994 -0.14252999999999996 -0.035699999999999989 0.12675000000000003 0.12900500000000004 -0.042499999999999989 -0.0043499999999999988 -0.115685 0.081320000000000017 0.15641500000000003 -0.089974999999999986 -0.085974999999999982 0.088820000000000024 -0.017214999999999998 -0.10071499999999999 -0.084304999999999977 -0.083564999999999987 0.093125000000000013 0.086110000000000006 0.092185000000000017 0.088115000000000013 0.083670000000000008 1.0000000180025095e-35 0.084925000000000014 -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 11 -6 18 8 10 -10 -8 -5 14 15 17 -14 -17 -13 -7 23 -21 -22 -23 28 25 26 29 -24 -18 -12
right_child=1 2 3 4 5 6 7 -9 9 -11 24 12 13 -15 -16 16 19 -19 -20 20 21 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012210676216610657 -0.0012427465386430098 -0.0012038463073311967 -0.00088254271045248303 -0.0008367139590560453 -0.00080503686601205067 -0.00051753088873008582 0.0011364301809686415 0.0011515490770291586 -0.0010043133503911429 0.00040823626074865051 0.00047693429459673788 4.648522459468941e-05 -0.00071638913680905714 -0.0011343929172870431 -0.00037891739798881865 -0.00068699623577576615 0.0001958909073929133 0.00094985754322469865 0.00034372409623023228 -0.00072499371310308076 0.00069964738597832587 -0.00073118508833728679 0.00065677160994902315 -0.00014285118323633904 0.00081780124003734259 0.0006864522292187096 -0.00063771394482751878 -0.00020157536182953582 0.00087066504777847916 -1.9477728009184068e-05
leaf_weight=0.0010710947916867655 0.0010134278247095887 0.0010183256716517755 0.0012617185454624194 0.001106308107324371 0.0010169079989736938 0.0018941554866351851 0.0016373134817375713 0.0013559665869988776 0.0010523422813264469 0.0010231468618258077 0.001013688389829296 0.0013365234090976152 0.0016915001431401172 0.0015277168438364288 0.0014127935912426892 0.0013136695986304412 0.001349346060673713 0.001688866261577715 0.0011480985508569583 0.0016018528906491759 0.0017917401429057246 0.001777844162008462 0.0010464451865637159 0.0015945585834842291 0.0013265732603837677 0.0016713608298108973 0.0014107788111061836 0.0012407726222449789 0.0016756651966431946 0.0010124072281723039
leaf_count=113 275 229 290 463 26 69 110 115 34 26 91 58 275 130 44 70 67 38 20 398 121 278 129 52 48 108 45 121 31 36
internal_value=0 -8.14633e-05 -5.20402e-05 -2.19501e-05 6.83761e-06 0.000204007 0.00027455 0.000398068 0.000297385 -0.000307974 0.000453034 -0.00013166 -9.46037e-05 -0.000187966 0.000254829 -9.21072e-05 -1.32555e-05 0.000550776 -0.000192507 6.00228e-05 -0.000103305 6.67292e-05 -0.00021224 0.000323728 0.000279146 0.000139261 -0.000126839 0.000191135 0.000569673 0.000228885
internal_weight=0 0.0410118 0.0399984 0.0389801 0.0377183 0.0155627 0.0145458 0.0115036 0.0101476 0.00207549 0.00807212 0.0221556 0.0210493 0.0166111 0.00443818 0.0150834 0.0133919 0.00302539 0.00304225 0.0120782 0.00745866 0.0058568 0.00406506 0.00461957 0.00643481 0.00510824 0.00343687 0.00228722 0.00302501 0.0020261
internal_count=3910 3797 3522 3293 3003 728 702 613 498 60 438 2275 1812 1672 140 1542 1267 96 89 1197 1047 649 528 150 328 280 172 250 98 127
is_linear=0
shrinkage=0.00137286


Tree=1125
num_leaves=31
num_cat=0
split_feature=31 52 133 160 1213 133 376 376 52 14 38 3 151 49 1374 4 4 14 484 48 4 3 4 0 43 0 48 4 457 4
split_gain=0.000876785 0.000749934 0.000736823 0.000701744 0.000658939 0.000685328 0.000803388 0.000902869 0.000586806 0.000780528 0.000474748 0.00114524 0.000469029 0.000673912 0.000528303 0.000459879 0.000578194 0.000515965 0.000404181 0.000391512 0.000422571 0.000690961 0.000355306 0.000831035 0.000458807 0.000449648 0.000503047 0.000633334 0.000450384 0.000773361
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 -0.40891499999999997 0.077685000000000018 0.12641000000000005 0.24227500000000002 -0.40391999999999995 0.10513500000000002 0.086000000000000007 0.074650000000000008 0.044585000000000007 -0.46879999999999994 -0.0043499999999999988 0.11193500000000002 0.28937500000000005 0.076695000000000013 -0.23071499999999998 -0.06402999999999999 -0.049504999999999987 -0.12329499999999999 0.086285000000000014 0.0057500000000000008 0.084715000000000013 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 11 12 -10 14 15 16 18 -17 -14 20 21 -19 24 25 -20 26 -24 -28 29 -27
right_child=1 2 3 4 5 6 -8 -9 9 -11 -12 -13 13 -15 -16 17 -18 19 22 -21 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.0010811013966577356 -0.0012147643528224027 -0.0011664721791059839 -0.00094721631379649429 -0.00079722871048350686 0.0011015370021695795 0.00075705810290249828 -0.0010110610563528436 0.0012898609456263039 -0.00087952771431053071 -0.0010804883265037287 -0.0008632972041870753 0.0011478489510593284 -0.00080739067904568487 0.00071179679713349539 -0.00098393758256403417 -0.00059182717393549173 -0.0010562307845776533 -3.2970989303335458e-05 0.00023955793891302686 -0.00039746581818669364 0.00096913323254365182 0.0011336554488798115 0.00068165449098726697 0.00098524878448613619 -0.00073009278217706444 0.00017645404417701287 -0.00096086847133064815 0.00046301536269059961 0.00047925483368652794 -0.00089111807455185188
leaf_weight=0.0012424498967134037 0.0010046726999972657 0.0010272110427844696 0.0014128471280074875 0.0017310000462774635 0.0010938495612400337 0.0018763456817514337 0.0013196544012838976 0.0010467380387351169 0.0010767911545599409 0.0012038270390277708 0.0010653708739170034 0.0016363485479260467 0.0012192753130974001 0.0023845085633671373 0.0010200176379346884 0.0011634805485414299 0.0011208127644461987 0.0036668173487726108 0.0014126137829304497 0.0010582544329622579 0.0022062190813605387 0.0012275925937785814 0.0025892783213539014 0.0016790226824788005 0.0023623217611117133 0.0021118776603614572 0.0010387108856306781 0.0012432006921585526 0.001177890032373341 0.0029412556060957207
leaf_count=113 275 229 290 534 42 94 27 32 63 69 21 124 339 117 59 34 101 111 23 21 169 14 63 89 65 172 38 11 45 526
internal_value=0 -6.43734e-05 -3.93097e-05 -1.36291e-05 1.65729e-05 5.01595e-05 2.20053e-05 5.6494e-05 2.29454e-05 -1.46841e-05 2.15583e-05 4.90132e-05 -5.97398e-06 2.37712e-05 -3.23396e-05 2.05776e-06 -0.000118628 0.000246685 -5.95082e-05 0.00036626 0.000480083 0.000259637 -4.43059e-06 0.000102725 -0.000367241 -3.07414e-05 0.00027561 -0.000185127 -0.000270236 -0.000444943
internal_weight=0 0.0471178 0.0461131 0.0450859 0.0436731 0.0419421 0.0408482 0.0395286 0.0384818 0.0366055 0.0354017 0.0343363 0.0326999 0.0316231 0.0292386 0.0282186 0.0188963 0.00932236 0.0177754 0.00815888 0.00710063 0.00489441 0.0165562 0.0127812 0.00377494 0.0111022 0.00487119 0.00228191 0.00623102 0.00505313
internal_count=3910 3797 3522 3293 3003 2469 2427 2400 2368 2274 2205 2184 2060 1997 1880 1821 1472 349 1371 315 294 125 1032 944 88 855 112 49 743 698
is_linear=0
shrinkage=0.00134594


Tree=1126
num_leaves=31
num_cat=0
split_feature=31 52 133 133 401 376 376 1374 457 16 4 160 14 123 12 3 1456 3 47 49 4 48 3 484 4 1 150 42 43 0
split_gain=0.00142136 0.000808219 0.000844667 0.000685636 0.000701956 0.000650315 0.000906477 0.000614102 0.000536903 0.000890492 0.000722877 0.000793235 0.000745847 0.000851574 0.000549264 0.000633503 0.000475562 0.00050695 0.000467639 0.000768442 0.000602512 0.00062955 0.00082992 0.000932302 0.00069766 0.000461168 0.000444803 0.000462407 0.000732433 0.000459751
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.15498499999999996 0.087020000000000014 0.11605500000000001 0.088415000000000007 0.09309000000000002 0.51767500000000011 0.41476000000000007 -0.49837999999999999 -0.40446999999999994 0.077685000000000018 1.0000000180025095e-35 -0.079814999999999983 0.16699000000000003 1.0000000180025095e-35 -0.15464999999999998 0.086425000000000016 0.10251500000000001 -0.23071499999999998 0.12862000000000004 0.090325000000000003 0.09129000000000001 0.27020000000000005 0.10786000000000001 0.086870000000000017 0.088235000000000022 -1.0000000180025095e-35 -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 -4 5 6 7 8 9 10 -5 -12 13 14 -13 16 17 -16 20 25 -19 22 24 -24 26 -20 27 28 -22 -30
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
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leaf_weight=0.0015732524517988447 0.0010591082527933162 0.0011346607224559371 0.0017313837856125494 0.0015850194293207586 0.0012068530803114865 0.0011678097215046526 0.0010096096292042658 0.0012134421415996846 0.0010874123255462101 0.0029667416338172705 0.0010073012074914836 0.0018542104333845169 0.00102062451560636 0.0017611647015907108 0.0021663767317083712 0.0014708192335790562 0.0010522102498097255 0.0021767006973582954 0.0017317239049643432 0.0013312100799347526 0.0038777707291930428 0.0014909146709207724 0.0035544879186772951 0.0011542594122602168 0.0010932965058323427 0.0012180934396468501 0.0014212567741509483 0.0023806947153648403 0.0027825540506327684 0.0013346598887800471
leaf_count=113 275 229 83 85 257 28 32 64 19 129 258 93 70 157 65 76 227 30 113 48 636 27 71 12 69 23 126 359 83 53
internal_value=0 -7.48989e-05 -4.92441e-05 -2.14825e-05 -5.33248e-05 -2.55594e-05 1.43351e-06 -2.89437e-05 -8.08584e-07 2.47939e-05 -3.25389e-05 7.54156e-06 4.2234e-05 7.70954e-05 2.6086e-05 7.05629e-05 2.56294e-05 6.0024e-05 5.95467e-06 -0.000408028 8.92905e-05 0.00016732 0.000239884 0.000733147 5.96972e-05 -0.000798764 -3.75333e-05 6.11296e-05 -9.70221e-05 0.000306244
internal_weight=0 0.0500424 0.0489833 0.0478486 0.0461172 0.0449104 0.0437426 0.0427329 0.0415195 0.0404321 0.0374653 0.0358803 0.034873 0.0338524 0.0320912 0.030237 0.0287662 0.027714 0.0255476 0.00428103 0.0212666 0.0190899 0.017599 0.00470875 0.0128902 0.00294982 0.0117969 0.0103757 0.00799498 0.00411721
internal_count=3910 3797 3522 3293 3210 2953 2925 2893 2829 2810 2681 2596 2338 2268 2111 2018 1942 1715 1650 184 1466 1436 1409 83 1326 136 1257 1131 772 136
is_linear=0
shrinkage=0.00137286


Tree=1127
num_leaves=31
num_cat=0
split_feature=31 52 133 151 1348 4 11 1374 1213 457 484 374 43 403 49 52 14 47 16 3 51 38 484 13 0 0 49 12 0 3
split_gain=0.00115663 0.000982547 0.00108875 0.00101293 0.00111417 0.000939373 0.00105075 0.00103034 0.00104071 0.000895554 0.000910893 0.000918678 0.000976971 0.00124598 0.000798468 0.00129005 0.000699835 0.000668853 0.00100123 0.000603365 0.000548183 0.000528849 0.000622868 0.000744063 0.000854314 0.00130914 0.000813306 0.000697939 0.000862617 0.000773359
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.52174999999999983 0.090050000000000005 0.27020000000000005 0.08184000000000001 0.09309000000000002 -0.082704999999999987 0.51789000000000007 -0.0043499999999999988 0.086350000000000024 0.14198000000000002 -0.092224999999999988 0.13906000000000002 0.11401500000000002 -0.46879999999999994 0.096475000000000019 -0.53943499999999989 -0.077689999999999995 0.10680500000000001 1.0000000180025095e-35 0.087495000000000017 -0.010384999999999998 -0.10575999999999998 -0.083564999999999987 -0.027609999999999996 -1.0000000180025095e-35 -0.053834999999999994 -0.14218999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 12 13 -12 15 21 -7 -18 -19 -17 -10 22 23 -15 -25 -26 -27 -28 -29 -30
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leaf_value=0.0011512787156900558 -0.001161121363550062 -0.0011479941628287299 -0.0012512643768380581 -0.0012937488036726887 0.0012514711948937171 -0.00035679773860383571 -0.0012937616229695195 -0.0011682163137854708 -0.0012906182842600687 -0.0011356246202018183 -0.0012937289914451923 -0.0010545990143326649 0.00076013037514213071 0.00049359600688145613 0.00085893066216292285 -2.3003583965923476e-05 0.00091104008279282783 0.0010086446573960325 -0.00061114742533433766 -0.0010477600245616839 -4.5298619620804995e-05 -0.00071664610892948526 -0.0005385870699952457 0.00040170008238780259 -0.0010641094710262572 0.0010584465593398845 0.0006980247462669586 0.00029849140503055772 -6.3444181972595546e-05 -0.0012683618715711475
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leaf_count=113 275 229 64 337 42 47 61 46 421 16 367 13 44 493 44 150 271 17 29 171 64 36 112 95 106 44 20 136 14 33
internal_value=0 -6.72026e-05 -4.35909e-05 -1.71158e-05 5.45432e-06 -1.95849e-05 -8.60186e-05 -5.7079e-05 -2.54955e-05 3.24826e-06 3.14172e-05 7.45416e-05 0.000106069 4.6572e-05 8.69693e-05 4.06671e-05 0.000384325 0.000575295 6.85943e-05 -0.000647312 -0.000743954 0.000129642 0.000163128 0.000212576 5.46856e-05 -0.000174608 5.30422e-05 -0.000104105 -0.000299557 -0.000702507
internal_weight=0 0.0636637 0.0623186 0.0608597 0.0597667 0.0585893 0.0503138 0.0491365 0.0477784 0.0467195 0.0455918 0.0431897 0.0420166 0.0385132 0.0373864 0.0352708 0.00827545 0.00657994 0.00262234 0.00403912 0.00240212 0.0312317 0.0300429 0.0280653 0.0179693 0.0108199 0.00861505 0.00745051 0.00599077 0.00357919
internal_count=3910 3797 3522 3293 3229 3187 2823 2762 2716 2379 2363 1878 1865 1821 1454 1410 364 317 46 321 485 1089 1053 941 448 353 247 203 183 47
is_linear=0
shrinkage=0.00129368


Tree=1128
num_leaves=31
num_cat=0
split_feature=31 1348 14 151 16 52 4 133 480 374 1213 1456 1374 11 1213 13 52 39 39 160 15 3 13 13 475 39 0 2 457 0
split_gain=0.00173443 0.00149446 0.00166936 0.00127717 0.00141478 0.00107109 0.00102482 0.000997559 0.000953911 0.000991764 0.000828427 0.000813683 0.00079799 0.000822716 0.000788263 0.000803843 0.00116487 0.000893674 0.000913398 0.000770799 0.000592484 0.000582136 0.000690178 0.000543658 0.000705463 0.000650249 0.000715235 0.00110548 0.000792201 0.000614975
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.52174999999999983 -0.53943499999999989 -0.51745999999999992 0.51224500000000017 -0.39018999999999998 0.086640000000000009 0.093275000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09309000000000002 0.088160000000000002 0.04198000000000001 -0.083514999999999992 0.11588000000000002 0.13419 0.10519000000000002 0.090010000000000021 -0.072424999999999989 -0.14539499999999997 0.15641500000000003 -0.080179999999999987 -0.067819999999999978 0.005105000000000001 -0.053834999999999994 -1.0000000180025095e-35 -0.066264999999999991 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -12 13 14 15 16 19 18 21 -13 -18 22 -17 -23 -25 26 27 -26 -29 -30
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 11 12 -14 -15 -16 17 20 -19 -20 -21 -22 23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.001159538914230801 -0.0012523402252998966 0.0012795866591457979 -0.0011699817107842241 0.00097932660486945702 -0.0011793639048676135 -0.001293796053054569 0.0012577673253859969 -0.0008281518699421003 -0.0010951593488082551 -0.0012623945356057252 -0.00071522999191765896 0.00077203694071074208 -0.00096579496010100918 -0.00075182590287804828 -0.00084431907279469741 0.0010577197343716416 0.00027212614992445022 0.0010114683333235194 -0.0011965679893819452 -0.00024092936919944789 -0.0010967217421595115 -0.00086586231420884103 -0.00020089077266581152 0.00083291120762373199 -0.0012938192735201157 0.0006617164647634143 -0.00070535696214865304 -0.00089686029544279683 2.7635593215686133e-05 0.00066485457824248806
leaf_weight=0.0020009780954339798 0.0014466089825493347 0.0013578797466990969 0.0023166631839757193 0.0022710368576577258 0.0014001108022205768 0.0010710643997970939 0.0010096308145719482 0.001858374989225974 0.0013789267653299122 0.0010295735049510304 0.0022130101070014776 0.0090015433029448921 0.0011745885488529942 0.0017670181621838301 0.0013001138859980435 0.0019417268228458648 0.0010441395320275326 0.0015843944269704471 0.0010073703161879157 0.0014612873504802346 0.0010730502538547357 0.0011792961892407297 0.0011676652800201026 0.0017165257866960095 0.0010399679820807172 0.0020733762018974025 0.0028033599109189905 0.0012747256358407446 0.011707348824793608 0.0032351727175044054
leaf_count=113 63 28 123 77 270 194 123 544 215 12 261 278 48 46 263 42 50 28 28 55 45 137 16 49 34 84 91 25 361 207
internal_value=0 -6.33202e-05 -9.20153e-05 -5.12307e-05 -2.21673e-05 -6.17134e-05 -3.38263e-05 -5.74914e-05 -3.29847e-05 -5.1678e-06 1.99059e-05 5.15745e-05 8.72601e-05 0.00011393 0.000148222 0.000178017 0.000453478 6.52537e-05 1.38179e-05 0.000630561 -0.000421644 5.71492e-05 0.000585076 -8.43393e-06 3.3962e-05 -2.79979e-05 -9.92839e-05 -8.29943e-07 8.20859e-05 0.000165598
internal_weight=0 0.0649056 0.0635477 0.061231 0.0597844 0.0575134 0.0561133 0.0551036 0.0540326 0.0526536 0.0516241 0.0497657 0.0475527 0.0463781 0.0446111 0.043311 0.01258 0.0307309 0.0291465 0.0104628 0.00211719 0.0281392 0.00310939 0.0250298 0.0238505 0.022134 0.0200606 0.0172572 0.0162172 0.0149425
internal_count=3910 3797 3769 3646 3583 3506 3236 3113 2919 2704 2692 2148 1887 1839 1793 1530 428 1102 1074 333 95 1046 58 988 851 802 718 627 593 568
is_linear=0
shrinkage=0.00129368


Tree=1129
num_leaves=19
num_cat=0
split_feature=128 44 124 4 13 4 0 47 52 474 160 151 1 457 133 13 1 12
split_gain=0.000137895 0.000139084 0.000310386 0.000181146 0.000195968 0.000347126 0.000354009 0.00028263 0.000216728 0.000224094 0.000349294 0.000195769 0.00031019 0.000277565 0.000181182 0.000168934 0.000148289 0.000110006
threshold=0.086435000000000012 1.0000000180025095e-35 -0.048219999999999992 -0.51381999999999983 -0.23438999999999996 -0.23071499999999998 -0.017269999999999997 0.10887000000000001 -0.11271999999999999 0.084655000000000022 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 0.082870000000000013 0.070680000000000007 -1.0000000180025095e-35 0.086560000000000012 0.095000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 17 -6 7 8 -7 10 -10 13 14 -12 15 -13 -17 -5
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 11 12 -14 -15 -16 16 -18 -19
leaf_value=0.0018032430064980885 -0.0015814893157966607 -0.0015280461611509339 -0.0018250541750397834 0.00022715634596549416 -0.0020849143573915159 -0.0012390588604148714 0.0024275291528415926 -0.0016682944348767968 -0.0014854574049860418 0.0020869265517416452 -0.0021533208803528503 -0.0014294391309871747 0.0024101751715542579 0.00093466658480693932 0.0019195586460725815 0.0017761848759430775 -0.00037832121267605888 0.0021653871427241437
leaf_weight=0.0018184683508666024 0.0010144677323629938 0.0010062626304048186 0.001001852913926511 0.0010083946243882825 0.0014914649587574004 0.0018596885144869174 0.0011009310382017077 0.0018425097895358187 0.0019844867644872892 0.0012095084505475704 0.0010731158468224615 0.0012365750333774407 0.001779485433750283 0.001070858948994502 0.0010031242527516193 0.0010091077312963919 0.0014104534059193874 0.0011588512003115614
leaf_count=287 266 71 60 129 187 364 127 154 654 188 74 601 82 77 372 122 63 32
internal_value=0 3.35905e-05 0.000101739 -4.39334e-05 4.4236e-05 -0.000101993 7.63833e-05 -9.08409e-05 0.0001223 0.000337275 0.000137012 0.000512158 0.000886132 -0.000610952 0.000304062 -0.000139177 0.000520242 0.00126355
internal_weight=0 0.0240651 0.0230589 0.0212404 0.0202386 0.0180713 0.0165798 0.0154789 0.0136364 0.0117767 0.0105672 0.00858272 0.00643875 0.00214397 0.00465926 0.00365614 0.00241956 0.00216725
internal_count=3910 3644 3573 3286 3226 3065 2878 2751 2597 2233 2045 1391 1240 151 1158 786 185 161
is_linear=0
shrinkage=0.00429114


Tree=1130
num_leaves=19
num_cat=0
split_feature=14 1 132 3 50 159 3 1 2 4 48 43 0 133 15 16 3 13
split_gain=0.000127541 0.000132135 0.000219825 0.000157262 0.000204359 0.000200981 0.000284594 0.000183019 0.00024968 0.000317498 0.000471089 0.000160833 0.000156646 0.000146285 0.000110314 0.000167721 0.000107859 3.094e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.080815000000000012 0.16699000000000003 0.10625000000000001 -0.092309999999999989 0.11265500000000002 0.12485500000000001 1.0000000180025095e-35 0.0057500000000000008 0.086285000000000014 -0.075819999999999985 -0.084074999999999997 0.08653000000000001 0.024640000000000006 0.20277000000000003 -0.075154999999999986 -0.37340499999999993
decision_type=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 -3 7 8 11 10 -10 -7 13 -1 15 -14 -13 -17
right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 -12 16 14 -15 -16 17 -18 -19
leaf_value=-0.0022356879871616043 -0.0013223894198193594 0.0017967915332644277 0.001962591059752751 0.0015130824021833259 -0.0015682374207472917 -0.0018212289849450947 -0.0013888679780110292 0.0017225801123373255 0.00099472525031165759 0.0018886644756432663 -0.0022727558308257151 0.00070100629515010044 -0.001352418879469077 -0.00019720498316439644 0.00072244975201562166 -0.00016807342625280036 -0.0009433369523015007 0.00078501569870416843
leaf_weight=0.001131912491215718 0.0010955255702214109 0.001021923194906905 0.0010423641166481526 0.0011246624392964874 0.0011481558461561301 0.0012567271933092749 0.0018710720471197826 0.0011499909299230735 0.0018994979454962646 0.0018996649055385006 0.0010268516621536605 0.0012272837602841959 0.0016527693291313881 0.0010029756293965519 0.0018937596353347796 0.0010255308407067787 0.0011838116279019239 0.0010325457545268257
leaf_count=669 135 83 158 144 206 264 86 154 192 131 75 220 225 321 567 12 79 189
internal_value=0 3.41808e-05 0.000237425 0.000116001 1.18516e-06 0.000144917 -1.6833e-06 0.000267455 7.04437e-05 0.000651371 -0.000151829 -0.000693923 -0.000382103 -0.001278 -4.08396e-05 -0.00043037 -0.000106342 0.000310095
internal_weight=0 0.0235915 0.015852 0.0148096 0.013685 0.0125368 0.0115149 0.00964383 0.00849384 0.00482601 0.00292635 0.00366782 0.00773949 0.00213489 0.00560461 0.00371085 0.0024111 0.00205808
internal_count=3910 3775 1792 1634 1490 1284 1201 1115 961 398 267 563 1983 990 993 426 299 201
is_linear=0
shrinkage=0.00388662


Tree=1131
num_leaves=31
num_cat=0
split_feature=31 151 4 1348 11 16 14 1213 484 150 3 160 50 38 155 47 50 1 374 376 2 13 0 43 4 43 4 13 0 2
split_gain=0.00144941 0.000806846 0.00116437 0.00105167 0.000920683 0.000913642 0.000837797 0.000743744 0.000805819 0.00081029 0.000721171 0.00103508 0.00093739 0.000692481 0.000653585 0.000642483 0.00118864 0.00079837 0.000583452 0.000781014 0.00100609 0.000600534 0.000720387 0.000940529 0.000955486 0.000926115 0.000899068 0.000850701 0.000659799 0.000595368
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.087610000000000007 0.08184000000000001 -0.53943499999999989 0.077685000000000018 -0.082704999999999987 -0.0043499999999999988 -0.097334999999999991 -0.15327499999999997 -0.217635 0.10030500000000002 0.11976000000000002 0.088505000000000014 0.096475000000000019 0.11901000000000002 0.11198000000000001 0.086350000000000024 0.048375000000000008 0.094825000000000007 -0.10023999999999998 -0.230625 -0.074254999999999988 -0.0017649999999999999 -0.079374999999999987 -0.23071499999999998 -1.0000000180025095e-35 -0.15517999999999996 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 -2 3 4 6 -4 7 -3 -9 -10 -11 -12 13 14 18 16 17 -7 19 21 -21 29 -23 25 26 -24 -25 -28 -29 -13
right_child=1 2 5 -5 -6 15 -8 8 9 10 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0012383639617629227 -0.0013899156429928584 -0.0014284173895658023 0.0011928655364755161 0.0010877291702560783 -0.0014283992235276008 -1.7889243480223902e-05 -0.0013041270464315084 -0.0009938982514170417 0.00066473793777996695 0.00045921966064356023 -0.0012892889389000991 -0.00023741547599539383 0.00072139845781793812 -0.0014285394692455241 -0.0013551107398496274 -0.00076301209679742715 -0.0010951188666067522 0.001294044470887304 -0.0012851391869834838 -0.00036248432934823704 0.0014264306000911001 0.00028551442429974796 -0.00033941435525652126 -0.0012940350926225407 -0.0012720215321210667 0.00090214969004052481 -0.0011125645828294806 -0.00036876467277998672 0.00094020607966544586 0.00071374559702545132
leaf_weight=0.0012687717710846416 0.0013646880447009116 0.0011927085101600668 0.0015938913040578484 0.0010072827321039304 0.0016721983915122243 0.0019282509546520998 0.0018120846575797591 0.0030660741501016267 0.0019451357027691065 0.0025385826562000979 0.0021521685700136564 0.003392601038864739 0.0018473196920241177 0.0011180623862401253 0.001127937122706423 0.0017185352286190891 0.0010444778599776328 0.0018582911928364254 0.0010730575778268294 0.001269592005499475 0.0012961692902990762 0.0029012814311499676 0.0087524541483566809 0.0016560007391603756 0.0045020892065167724 0.0014252880799325842 0.001140278074741762 0.0014781650406803237 0.0016767714608558757 0.0022217741393504298
leaf_count=113 65 342 77 33 155 61 78 522 37 44 300 51 108 18 121 32 17 214 12 33 36 19 472 52 217 34 491 19 71 66
internal_value=0 -0.000303853 -0.000279318 -0.000357593 -0.000385995 0.000223053 -0.000350842 -0.000314683 -0.000286166 -0.000236298 -0.00027846 -0.000326439 -0.000270249 -0.000322541 -0.000286079 -1.29588e-05 0.000253857 0.000625958 -0.0002493 -0.00021425 0.000541238 -0.000280755 -0.000380898 -0.000474614 -0.000775534 -0.000165546 -0.000399942 -5.52283e-05 0.000326921 0.000138987
internal_weight=0 0.0617732 0.0604085 0.0522651 0.0512578 0.00814345 0.0495856 0.0477735 0.0465808 0.0435147 0.0415696 0.039031 0.0368788 0.0350315 0.0339135 0.00654956 0.00483102 0.00378654 0.0327855 0.0317125 0.00256576 0.0291467 0.0235323 0.020631 0.0104533 0.0101777 0.00595122 0.00429521 0.00315494 0.00561438
internal_count=3910 3797 3732 3331 3298 401 3143 3065 2723 2201 2164 2120 1820 1712 1694 324 292 275 1573 1561 69 1492 1375 1356 850 506 633 581 90 117
is_linear=0
shrinkage=0.00142833


Tree=1132
num_leaves=31
num_cat=0
split_feature=31 52 133 457 151 1 1374 124 43 40 1447 38 48 51 0 159 374 376 3 47 43 0 47 403 49 48 3 457 2 1186
split_gain=0.00145482 0.0012647 0.0013253 0.00114685 0.00117529 0.00125761 0.00105884 0.000880426 0.00152565 0.000918455 0.000874265 0.000719465 0.000870887 0.00110259 0.000859837 0.000708513 0.000871054 0.00110431 0.000671768 0.00159519 0.0010131 0.000960753 0.000803787 0.000678282 0.00069303 0.000853107 0.000729649 0.00105772 0.000656938 0.000773472
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.51789000000000007 -0.52174999999999983 0.10113500000000002 0.09309000000000002 0.51367000000000018 -0.27619499999999997 -0.012844999999999997 -1.0000000180025095e-35 0.10657000000000001 0.11930500000000001 0.12900500000000004 -0.15291499999999997 -0.034019999999999988 0.086350000000000024 0.090715000000000004 -0.115685 1.0000000180025095e-35 0.15364000000000003 -0.040094999999999992 0.085165000000000018 -1.0000000180025095e-35 -0.085974999999999982 0.087770000000000015 0.090325000000000003 0.085230000000000014 0.091025000000000009 0.083980000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 7 8 -7 -10 -11 12 14 -14 -12 -6 17 18 22 20 21 23 -17 -20 25 -25 27 28 29 -26
right_child=1 2 3 -5 5 6 -8 -9 9 10 11 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0012427756989404817 -0.0013404088821226011 -0.0013092259257130971 -0.0013964404910044481 -0.0012754951191851856 -0.00099633349566110121 -0.0011480865110610728 -0.00095391048311247904 0.0014577190410661324 0.0012955081701445789 -0.00082835076309403029 0.0012462831205975167 -0.00082542109842782363 -0.00092265452845273239 0.00066532349548309834 0.00039881475747560177 9.9507975168365825e-05 -0.0013478210739032647 0.0014521164801757495 -0.00097198779919356105 -0.0012464699025344611 0.00093125177610535242 -0.00096970213611591815 0.0014329889360380074 -0.0014465536618917317 -0.00026429464569819547 0.00022674097137507674 0.00071664957055485388 -0.0012233588947255633 0.00070286999907180939 0.0010367608178976809
leaf_weight=0.0018097073146685618 0.0016505059925453472 0.0017299521711581214 0.001236316755397481 0.0015048770173962103 0.0018912175728011951 0.0014677084442951118 0.0013782890620177559 0.0014546790013127966 0.0021286811581551204 0.0013843881441175645 0.0034452153333432928 0.0010028065024982871 0.0019760599394089686 0.0017499214905001281 0.0096832489396505642 0.0061618273258936462 0.0011199347031833886 0.0010187324551225166 0.0015686477721055239 0.0027329598502010546 0.0019599424638414567 0.0027401845890580199 0.0011363961281585233 0.0013999815395067108 0.0072507483328001394 0.0012019518137549312 0.0035855907062085626 0.0013972135588176124 0.003014987755981303 0.0011196155909640737
leaf_count=113 275 229 64 17 395 19 34 6 179 34 70 22 23 22 321 161 11 8 706 159 34 84 18 71 473 21 35 44 239 23
internal_value=0 -8.00004e-05 -5.00429e-05 -1.78725e-05 1.0713e-05 3.74894e-05 0.000288282 0.00035876 0.000288762 0.000387444 0.000286986 0.000373453 0.000444784 -0.000176855 0.00062121 -0.00012633 -8.2347e-05 -4.32923e-05 -8.64853e-05 -0.000189188 -7.47016e-05 -0.000159397 0.000307142 -5.12895e-05 2.48436e-05 -0.000673582 0.000135868 -2.70454e-05 0.000119767 -9.02661e-05
internal_weight=0 0.0710926 0.0694421 0.0677121 0.0662072 0.0649709 0.025671 0.0242927 0.022838 0.0213703 0.0192416 0.0178573 0.0168544 0.00372598 0.0131285 0.0392999 0.0374087 0.0362888 0.03527 0.0279718 0.0252389 0.0232789 0.00729822 0.0205387 0.0189701 0.00260193 0.0163682 0.0127826 0.0113854 0.00837036
internal_count=3910 3797 3522 3293 3276 3212 730 696 690 671 492 458 436 45 391 2482 2087 2076 2068 1889 1730 1696 179 1612 906 92 814 779 735 496
is_linear=0
shrinkage=0.00145689


Tree=1133
num_leaves=31
num_cat=0
split_feature=31 1348 14 151 4 16 52 133 15 3 1374 374 43 403 3 0 0 160 15 52 475 1 12 16 52 2 3 52 133 16
split_gain=0.00175401 0.00151161 0.00099897 0.000878911 0.00113541 0.000805834 0.000754682 0.000876005 0.000797897 0.00169214 0.000792038 0.000832761 0.00144283 0.0008395 0.00090519 0.000809439 0.00153388 0.000866936 0.000906809 0.00091399 0.000795594 0.000804911 0.000782345 0.000875683 0.000741166 0.000760495 0.000740683 0.000737656 0.000710681 0.00069922
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.52174999999999983 0.27608500000000008 -0.53943499999999989 -0.51745999999999992 -0.26719999999999994 -0.14676499999999995 0.30601500000000009 0.09309000000000002 0.086350000000000024 0.14198000000000002 -0.092224999999999988 -0.15464999999999998 -0.10575999999999998 -0.089879999999999974 -1.0000000180025095e-35 -0.053579999999999996 0.10599500000000002 -0.067819999999999978 0.077800000000000022 0.10129000000000001 -0.23935499999999996 0.091210000000000013 0.090190000000000006 -1.0000000180025095e-35 -0.0025949999999999997 0.083815000000000014 -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 2 3 -2 6 -6 -5 -8 -9 10 11 12 13 -10 -15 20 -17 -18 -19 22 -16 -22 23 -20 25 28 -14 -23 -25 -29
right_child=1 -3 -4 4 5 -7 7 8 9 -11 -12 -13 26 14 15 16 17 18 19 -21 21 27 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00099200730025080256 -0.0011315966289268695 0.001158057002181092 -0.0010482426931607634 -0.001062827533977745 0.00097641589798631856 2.0312820309319025e-05 -0.001171838951793837 -0.00081180746478991619 -0.0011717638193654879 0.0011718022151733642 -0.0011650823383945455 -0.0010928059208735123 -0.00013916948427353324 0.00039749327039422162 0.00076728177597215163 -0.0010809897331724319 -0.00074397824832907753 0.00040716279601575903 0.00097301655244459229 -0.0010512781141504678 -0.00083304970793152307 -0.00028155490814181906 -0.0010968165933050744 -0.00027899090133446519 0.00062934515241395658 -0.00090537872171070268 0.0010437823713917215 -0.00011864610925118332 0.0007054759987630356 0.00078888022769936852
leaf_weight=0.0016355527549700702 0.0014571391984805606 0.0010512130983499892 0.0021264392346127528 0.0015869678021389602 0.0015669528726958148 0.0053171120730177704 0.0013594533691434476 0.0029466010083001306 0.0012457663871228144 0.0012320358489716901 0.0011844462364187782 0.0013776348622229753 0.0011586734271649135 0.0032572906693672929 0.0015783485982865395 0.0035743683038242787 0.0040062931170219409 0.0033628605875892737 0.0010168516437261002 0.001793919372070186 0.0018296369650769731 0.0054447158017421077 0.0011060253306780518 0.0055311527574977738 0.0013877793437924177 0.0021112712449440352 0.0019491343160780153 0.0022419598717533518 0.0012307724839573098 0.0024277992027350575
leaf_count=113 63 28 123 270 66 290 203 136 410 66 45 13 38 55 22 257 544 152 8 85 70 98 74 412 59 81 15 22 65 27
internal_value=0 -0.000236028 -0.000258095 -0.000231957 -0.000211092 0.000237941 -0.000266349 -0.000243094 -0.00021927 -0.000184384 -0.000218612 -0.000195076 -0.000168339 -0.000223879 -0.000195697 -0.000245697 -0.000370116 -0.000252191 -0.000139866 -0.000269617 -1.45598e-05 -0.000117876 -0.000156386 -6.41573e-05 -0.00016694 -0.00029148 0.000602746 1.14941e-05 -9.98031e-05 0.000353175
internal_weight=0 0.0674606 0.0664094 0.064283 0.0628258 0.00688406 0.0559418 0.0543548 0.0529953 0.0500487 0.0488167 0.0476323 0.0462546 0.0431468 0.041901 0.0386438 0.0251213 0.0215469 0.0175406 0.0141778 0.0135225 0.0119441 0.0123839 0.0112778 0.010261 0.0088732 0.00310781 0.0101145 0.00676193 0.00466976
internal_count=3910 3797 3769 3646 3583 356 3227 2957 2754 2618 2552 2507 2494 2441 2031 1976 1737 1480 936 784 239 217 699 625 617 558 53 147 477 49
is_linear=0
shrinkage=0.00117172


Tree=1134
num_leaves=20
num_cat=0
split_feature=43 40 42 123 484 133 3 52 133 4 2 47 160 43 48 1 1 151 12
split_gain=0.000162979 0.00034844 0.000259476 0.000243774 0.000252577 0.000260705 0.000215029 0.000232981 0.000166518 0.000142826 0.000386532 0.000339481 0.000226085 0.000265031 0.000215799 0.000140252 0.000320377 0.000137189 5.85026e-05
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 0.084425000000000014 -0.0043499999999999988 0.098810000000000023 -0.15464999999999998 0.18936500000000003 -0.085714999999999986 0.0057500000000000008 0.11835000000000002 0.09252500000000001 0.087825000000000014 -0.089949999999999988 0.083775000000000002 0.10915500000000002 0.094695000000000015 -0.0074049999999999993 0.084100000000000022
decision_type=2 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 12 11 15 13 -10 18 16 -11 -16 -15
right_child=-2 2 3 -5 5 -7 7 -9 9 10 -12 -13 -14 14 17 -17 -18 -19 -20
leaf_value=0.0024272751023704845 -0.0018046241888948313 -0.0020618262052136782 -0.0018305412073294745 0.0020976896793473429 0.0017469089868476896 -0.0019311696123072307 0.0015415850632234116 -0.002026443273572597 -0.0021786356146923716 0.0010764392410457812 -0.0019706382321014516 -0.00063790811555876673 -0.0022330629944510923 9.2810555148769227e-05 0.0025599207248834547 0.0003745627741135306 0.0042278845006287783 0.00036528678591942599 -0.0011939972793342164
leaf_weight=0.0011386417052164912 0.0010214996677138368 0.0012729658307376315 0.0015475353616321843 0.0010622620781048355 0.0015877784691866658 0.0012492572210287258 0.0015715575435708831 0.0010325085215627796 0.0010069039363494441 0.0017919084701985 0.001092141553860615 0.0018864760927943536 0.0011604326922374231 0.001534998814987679 0.0010240249316124661 0.0011853277470919021 0.0010027794578348903 0.0012741032754963466 0.0013010801969302599
leaf_count=164 240 209 553 183 178 454 290 237 147 85 115 79 98 174 47 60 37 78 482
internal_value=0 1.51228e-05 -0.000101336 1.05201e-05 -9.38208e-05 4.25985e-05 0.000176229 2.83481e-05 0.000162357 1.03575e-05 0.000468035 0.000922033 -0.000425825 -8.43273e-05 0.000326402 0.00166142 0.00220723 0.0013432 -0.000497526
internal_weight=0 0.0247227 0.023584 0.0223111 0.0212488 0.0197013 0.018452 0.0168642 0.0158317 0.0142602 0.00695863 0.00586649 0.00730154 0.00614111 0.00513421 0.00398002 0.00279469 0.00229813 0.00283608
internal_count=3910 3670 3506 3297 3114 2561 2107 1929 1692 1402 376 261 1026 928 781 182 122 125 656
is_linear=0
shrinkage=0.0044645


Tree=1135
num_leaves=21
num_cat=0
split_feature=14 44 124 48 0 4 40 15 3 150 12 43 1 12 2 3 16 52 16 52
split_gain=0.000155889 0.000122256 0.000232027 0.000150655 0.000283906 0.000489855 0.000205856 0.000192494 0.00018421 0.000161627 0.000167227 0.000407098 0.000297916 0.000316942 0.000221657 0.00020463 0.000145041 0.000265326 0.000129114 3.10445e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.061329999999999989 0.12675000000000003 -0.17106499999999999 0.0057500000000000008 -0.062739999999999976 -0.095799999999999982 0.10666500000000002 0.087865000000000013 0.088590000000000016 -0.074254999999999988 0.095575000000000007 0.086765000000000023 0.086915000000000006 -0.10140999999999999 -0.17157499999999998 -0.090304999999999983 0.050115000000000007 0.048490000000000012
decision_type=2 2 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 -7 9 10 12 16 13 14 -8 -13 -12 -18 -10 -16
right_child=-2 -3 3 -5 6 7 8 -9 18 -11 11 15 -14 -15 19 -17 17 -19 -20 -21
leaf_value=0.0012696717144325103 -0.0013713457850045119 -0.0011472053991003492 -0.00058310260209696045 -0.001211158118972183 -0.0014489904612976614 0.00095685962668204806 -0.0014987312643166999 0.0030399114204330137 0.0015403290849034417 -0.0015274506150900326 0.0013149308049440333 -0.00070316686502199693 0.0018632459786149288 0.0014625114016286469 -0.00023061419703197252 -0.0028350305694228198 0.0010049882017153704 -0.0012881114738216462 2.1512903225437511e-05 0.00062818747552364552
leaf_weight=0.0017647922105671334 0.0010058649963615709 0.001032110245219541 0.0015170882454924551 0.0012175874147324342 0.0013398810377879258 0.0010683373823852094 0.0016846735250260793 0.0010454913918911402 0.0013423923093795484 0.0010225792827431865 0.0010031487275856676 0.0011427904470266946 0.0011718570750882673 0.0012053221405939341 0.0010012764727157508 0.0010104669196029968 0.0011021219691069728 0.0013217873011670536 0.0013243683795227668 0.0010041255698166607
leaf_count=285 126 71 56 97 125 42 518 53 123 191 41 123 115 329 185 810 143 364 59 54
internal_value=0 1.51165e-05 6.66253e-05 -3.20088e-05 3.86894e-05 0.000913222 -0.000151716 0.00198713 -3.83822e-05 -0.000211906 -9.641e-05 -0.000527604 0.000300177 -7.39889e-05 -0.00057587 -0.00170359 0.000211284 -0.000245467 0.000786054 0.000199397
internal_weight=0 0.0243222 0.0232901 0.0215253 0.0203077 0.00363092 0.0166768 0.00211383 0.0153369 0.0126701 0.0116476 0.00558032 0.00606725 0.0048954 0.00369008 0.00215326 0.00342706 0.00242391 0.00266676 0.0020054
internal_count=3910 3784 3713 3428 3331 151 3180 95 3055 2873 2682 1481 1201 1086 757 933 548 507 182 239
is_linear=0
shrinkage=0.00345121


Tree=1136
num_leaves=20
num_cat=0
split_feature=1 52 13 151 15 457 11 4 4 42 475 4 51 1 2 133 4 16 3
split_gain=0.000131786 0.000201943 0.000267478 0.000213309 0.000270141 0.000224549 0.000275623 0.000186695 0.000185749 0.000169875 0.000228518 0.000215899 0.000191537 0.000203788 0.000177688 0.000184665 0.000114813 0.000100321 8.00676e-05
threshold=0.11561500000000001 0.11401500000000002 -0.0068099999999999992 0.079335000000000017 0.091600000000000015 -0.068264999999999978 0.080455000000000013 0.24280000000000004 0.097045000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083329999999999987 0.08955500000000001 0.10386500000000001 0.086875000000000022 0.087035000000000015 -0.0010999999999999996 0.13514000000000004 -0.097214999999999982
decision_type=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 9 8 17 11 -11 -7 13 14 16 18 -12 -2 -16
right_child=7 2 -4 -5 -6 6 -8 -9 -10 10 12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0019037525175145831 0.0015320897409119058 -0.0029113879242623924 5.5361020833359764e-05 0.0014836903896811051 -0.0022047378572791084 0.00037317255820904887 -0.0019650459291782672 0.0016717012923562068 -0.0013627906823830041 -0.0010625488596743774 0.00060014569297090847 -0.002184905437360034 -0.00079800262603384924 0.0025968703236447913 0.0026932690474332156 -6.6885425706036768e-05 -0.0011163794776047368 -0.00015220486422045867 0.0012731418656818506
leaf_weight=0.0010337862449797683 0.0011528479217450807 0.0010267183187986362 0.0010412887482124647 0.0014097809237596506 0.0010572215363001672 0.001248780182990461 0.0010313789144866812 0.0016787206916382691 0.0011475916697918365 0.0014434980076740165 0.0015023513537825725 0.0010194653908515991 0.0012563985003080378 0.0010843415646020205 0.0010365644709513511 0.0013595150922146859 0.0011863153625881742 0.0012580984914514204 0.0019382633637248237
leaf_count=182 122 374 155 112 355 328 155 303 27 264 341 436 108 109 37 135 101 99 167
internal_value=0 -0.000198301 -0.00141756 -5.50995e-05 -0.000189028 -4.82777e-05 8.76961e-05 0.000537909 3.04915e-06 0.000249614 0.000464989 -0.000776558 0.000700471 0.00093269 0.000675743 0.00119245 -0.000157233 0.000653178 0.00176798
internal_weight=0 0.0196757 0.00206801 0.0176077 0.0161979 0.0151407 0.0141069 0.00523726 0.00355854 0.0130755 0.0108072 0.00226825 0.00936375 0.00810735 0.00702301 0.00433434 0.00268867 0.00241095 0.00297483
internal_count=3910 3359 529 2830 2718 2363 2181 551 248 2026 1262 764 998 890 781 339 442 221 204
is_linear=0
shrinkage=0.00412451


Tree=1137
num_leaves=19
num_cat=0
split_feature=124 4 0 403 12 52 457 133 15 52 2 49 16 4 1 51 49 1
split_gain=0.000126301 0.000168323 0.00017562 0.000190623 0.000166945 0.000160711 0.000204905 0.000178403 0.00023692 0.000324077 0.000322815 0.000444862 0.000182427 0.00018013 0.000226842 0.000188307 0.000156053 0.000138624
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.084100000000000022 0.28122000000000008 -0.066264999999999991 -0.090054999999999982 0.10043500000000001 -0.0025949999999999997 1.0000000180025095e-35 0.059130000000000009 -0.078399999999999984 -0.0031049999999999997 0.08844500000000001 0.08955500000000001 -0.04682999999999999 0.076710000000000014
decision_type=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 -5 -8 9 13 12 17 -11 14 -9 16 -15 -12
right_child=-2 2 4 5 -6 -7 7 8 -10 10 11 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0016270455601573874 0.0014594686211017705 -0.0019742654561732513 0.0025555086067155881 -0.0016292536773915226 0.00015915493583968946 -0.0018005738545489008 -0.001438183154740818 -0.0027345949992903873 -0.0015335697518211039 0.00091733009514130808 0.0018403568167784145 -2.6758407573579975e-05 -0.0016704697718624901 0.0023071885893457141 0.00021722008316504832 -0.0012008969053042481 0.00013303164075250412 0.0037562898665131233
leaf_weight=0.0014332408355118833 0.0011065300069201802 0.0011341439120258747 0.0010040115811190678 0.0013819115724400246 0.0015088547018962117 0.0010274364933997018 0.0012711009196772613 0.0011113764210324232 0.0012778687903740602 0.0012775961933404467 0.0014681436345613808 0.0017036572685925899 0.0010126617011811997 0.0010922047472377017 0.0010498692889463479 0.0011948608768115321 0.0018344295865680427 0.0016783394954064113
leaf_count=174 49 906 140 242 95 312 394 325 129 107 143 137 98 34 176 58 208 183
internal_value=0 -0.000114887 -1.65007e-05 -0.000162403 0.00111661 -5.061e-05 5.29957e-05 0.000198544 0.000340062 0.000518429 0.00118215 0.0018475 -0.000226893 -0.000235893 -0.00130069 0.000322469 0.000944416 0.00286232
internal_weight=0 0.0234617 0.0220285 0.0195156 0.00251287 0.0183815 0.017354 0.0159721 0.014701 0.0134231 0.0071404 0.00485014 0.00229026 0.00628274 0.00216125 0.0041215 0.00292663 0.00314648
internal_count=3910 3861 3687 3452 235 2546 2234 1992 1598 1469 668 463 205 801 501 300 242 326
is_linear=0
shrinkage=0.00455379


Tree=1138
num_leaves=31
num_cat=0
split_feature=31 52 133 133 401 376 123 484 52 454 1 48 38 14 3 403 3 160 15 150 2 49 13 4 1 0 42 2 13 15
split_gain=0.00103379 0.00090252 0.000760286 0.000606357 0.000592829 0.000559799 0.000852605 0.000581267 0.000871324 0.000643579 0.000548226 0.000737691 0.000690722 0.000608123 0.000603097 0.000493413 0.000463175 0.000555329 0.00043648 0.000392599 0.000654408 0.000521556 0.000506864 0.000379175 0.00043158 0.00076013 0.00046652 0.000302486 0.00025654 0.00023893
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.15498499999999996 0.087020000000000014 0.11605500000000001 0.086020000000000013 -0.0043499999999999988 0.024145000000000003 -1.0000000180025095e-35 0.13562500000000002 0.12649500000000002 0.085905000000000023 0.077685000000000018 0.10420500000000001 -0.088854999999999976 -0.15327499999999997 -0.23073999999999997 -0.10469999999999999 0.090480000000000019 -0.0050599999999999994 -0.069934999999999983 0.17936000000000002 -0.23071499999999998 0.077800000000000022 -0.084074999999999997 0.083725000000000008 0.090420000000000014 0.0015650000000000002 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 11 12 13 14 15 -11 -17 -18 -16 20 -19 -21 23 -22 25 26 -25 29 -27 -26
right_child=1 2 3 4 -6 -7 -8 9 -10 10 -12 -13 -14 -15 18 16 17 19 -20 21 22 -23 -24 24 27 28 -28 -29 -30 -31
leaf_value=0.0011469033058854761 -0.0012578136263784786 -0.0011958799908281755 0.00079641513205417909 -0.0012048525975560964 -0.001072763461352577 -0.00094830195252441657 0.00090913921463418119 -0.0010619091545632478 0.00025116560154098914 -0.00088173479770725606 0.00071050123566805711 -0.00088289998210309755 -0.00092334923259601435 -0.00077813637857298277 3.1050691215560028e-06 0.00058998557065980338 -0.00090690687279831319 -0.00066407641755018192 0.00082861284321096215 -0.0011050379855910304 -0.00029446541373338348 0.00015766495050460161 -0.00046131875032724966 -0.0010963138740226871 4.0862776635277562e-05 0.00028200975109455613 0.00012808501255867535 0.0011615728648484652 0.0011595589555319762 0.0007346103426780588
leaf_weight=0.0012568614750716458 0.0011690607078953521 0.0010421640529101319 0.0015416889512032119 0.0018307726557981177 0.0010275834505577555 0.0011875431133612216 0.0017460516886378388 0.0010102197956438621 0.0012549267404140529 0.0010340749028175935 0.0020074153581282053 0.0016794567849114364 0.0013073721768233062 0.001432451844142423 0.0017865267586607558 0.0027116779792839404 0.0011606702236245372 0.0016556806167500196 0.0033102637107260682 0.0011502548588708805 0.0015282811113497144 0.0012222772221663894 0.0016699993813737999 0.0010454664461237309 0.0014419080934082729 0.0014792193525608446 0.0012234490171185719 0.001658719840746059 0.0010193535377318597 0.0023900122957876135
leaf_count=113 275 229 83 383 257 28 141 55 149 399 118 44 53 58 27 75 260 77 93 53 55 101 38 154 55 178 103 71 47 138
internal_value=0 -9.04336e-05 -5.98035e-05 -3.2594e-05 -6.30449e-05 -3.77037e-05 -1.05038e-05 -5.27486e-05 -0.000612703 -3.27504e-06 2.82587e-05 -1.46641e-05 3.35753e-05 7.68341e-05 0.000121389 2.62709e-05 7.02353e-05 -5.35461e-06 0.000539256 5.44925e-05 0.000134405 -0.000454521 0.000232651 0.000330978 0.000424159 0.000127887 -0.000436091 0.000681409 0.000640027 0.000473561
internal_weight=0 0.0457245 0.0445555 0.0435133 0.0419716 0.040944 0.0397565 0.0380105 0.0030857 0.0349248 0.0339145 0.0319071 0.0302277 0.0289203 0.0274878 0.022391 0.021357 0.0186453 0.00509679 0.0174846 0.0151121 0.00237253 0.0134564 0.0117864 0.0102581 0.00476749 0.00226892 0.00549064 0.00249857 0.00383192
internal_count=3910 3797 3522 3293 3210 2953 2925 2784 532 2252 2197 2079 2035 1982 1924 1804 1405 1330 120 1070 916 154 839 801 746 482 257 264 225 193
is_linear=0
shrinkage=0.00134594


Tree=1139
num_leaves=31
num_cat=0
split_feature=31 52 457 133 1 151 48 147 52 2 14 3 47 42 15 49 0 52 42 43 1 402 38 13 12 1 48 2 160 3
split_gain=0.00109748 0.000885664 0.000831784 0.000840226 0.000725065 0.000852415 0.000708049 0.000945123 0.000784966 0.000493134 0.000486081 0.000544876 0.00141608 0.000752378 0.000688094 0.000662256 0.000749149 0.000485948 0.00048502 0.00046772 0.000740992 0.000572074 0.000462792 0.000663115 0.00060666 0.000817299 0.00061399 0.000623599 0.00054847 0.000442756
threshold=-1.0000000180025095e-35 -0.51745999999999992 0.51789000000000007 -0.26719999999999994 0.10113500000000002 -0.40391999999999995 -0.086624999999999994 1.0000000180025095e-35 0.41469000000000006 0.14073000000000005 0.064610000000000015 -0.12008499999999998 1.0000000180025095e-35 -0.09602999999999999 -1.0000000180025095e-35 -0.085974999999999982 -0.10071499999999999 -0.088779999999999984 0.079890000000000017 -0.17307499999999998 0.088495000000000018 0.10389500000000002 0.098160000000000011 -0.17606499999999997 -1.0000000180025095e-35 0.13271500000000003 0.11930500000000001 0.11635500000000001 -0.078154999999999988 -0.115685
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 8 9 22 11 14 13 -13 -5 18 -17 -16 -15 -18 21 -21 23 -8 -25 26 27 28 -26 -30
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12 12 -14 15 17 16 19 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0011111636070612369 -0.0011630456480173476 -0.0011364049560025282 -0.0011777497686354963 0.0010791196501162255 -0.00098763488630863958 -0.00075075694141943069 0.0013196288109013077 0.001319773364765393 -0.00071852614626160985 0.00099794760536112918 -0.0009600846037533077 -0.0011380366016519186 -0.0011497374077102424 -0.0013137144244012985 0.00075603184858688728 0.00040734857290423038 0.00049527877841436946 -0.00025627545626669319 -4.9259097013032228e-05 -0.00023954217465470788 -0.0011157682706867472 0.00078401354642709136 -0.00063294336040360091 0.00089846721829553043 -0.00066004839904737825 -0.00091010178328760987 -0.0004527851298003342 0.0012920875081220895 -0.0002246758491513051 0.00064946427192667431
leaf_weight=0.0014003476982568088 0.0012651989177379077 0.0011528551462053329 0.0011076342543674391 0.0013947746861173727 0.0010149181426868372 0.0011546776568707165 0.0010193122912442983 0.0014966312333672951 0.0014053884809683828 0.001629821330178415 0.0011723137490542426 0.0010978263973708815 0.0023665642694256075 0.0011149620399919504 0.0011218557500960458 0.0069002001669104989 0.0016907900582214764 0.0031276837627203192 0.0010037138020866365 0.0070092108973313257 0.001480877317411978 0.001099996378584045 0.0010020456837764877 0.0018922775620358019 0.0010054025099606205 0.0012598844807314444 0.0018537582089095395 0.0011444622672485139 0.0013953312568730772 0.003643173199279209
leaf_count=113 275 229 17 46 27 24 62 79 53 138 103 180 216 24 27 151 70 61 68 1161 265 153 22 126 28 30 28 34 30 70
internal_value=0 -7.17811e-05 -4.60983e-05 -2.22913e-05 2.64978e-06 0.000191969 0.000252123 0.000313891 0.000226624 0.000310453 -0.000126843 -9.36277e-05 -0.000181163 -7.40391e-05 0.000274921 -1.64973e-05 6.48638e-05 1.09683e-05 -0.000714684 -0.000144625 -0.000257444 -0.000100699 0.000231632 0.000297196 0.000211732 8.55918e-05 0.000224327 0.000398942 0.000229818 0.000407385
internal_weight=0 0.0550235 0.0537583 0.0526507 0.0514979 0.0209171 0.0199022 0.0187475 0.0172509 0.0158455 0.0305808 0.0294085 0.0237641 0.0213976 0.00564431 0.0202998 0.0181811 0.00424954 0.00211868 0.0112809 0.00959008 0.00810921 0.0142156 0.0132136 0.0121943 0.010302 0.00904213 0.00718837 0.00604391 0.0050385
internal_count=3910 3797 3522 3505 3276 751 724 700 621 568 2525 2422 2288 2072 134 1892 1800 88 92 1649 1579 1314 430 408 346 220 190 162 128 100
is_linear=0
shrinkage=0.00131955


Tree=1140
num_leaves=31
num_cat=0
split_feature=31 133 1429 1 159 47 48 3 403 43 13 42 4 0 0 52 1 48 2 51 43 151 15 49 47 0 150 43 4 47
split_gain=0.0010797 0.000657569 0.000532868 0.000608555 0.000540789 0.000467174 0.000440847 0.000434583 0.000501481 0.000465199 0.000805556 0.000432412 0.000316947 0.000403823 0.000535675 0.000309237 0.000479493 0.000312849 0.000299687 0.000395591 0.000549295 0.000429726 0.000363846 0.000578621 0.000496178 0.000309177 0.000290346 0.000274008 0.000127568 8.23432e-05
threshold=-1.0000000180025095e-35 -0.26719999999999994 -1.0000000180025095e-35 0.10398500000000001 0.085545000000000024 0.086425000000000016 0.096665000000000015 0.11476000000000001 -0.088854999999999976 -0.15426499999999996 0.17936000000000002 0.091955000000000023 -0.37626499999999991 -0.070894999999999986 -0.082604999999999998 -0.0066199999999999991 0.088010000000000019 0.08407000000000002 0.14073000000000005 0.12342500000000002 -0.079804999999999987 -0.0017399999999999998 -0.26361999999999991 -0.042499999999999989 0.12171500000000002 -0.10303999999999998 0.087235000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 18 7 -7 8 -4 10 -10 12 -11 14 15 17 27 -14 19 20 25 -22 -23 -24 29 -5 -19 -17 -29 -25
right_child=1 2 3 4 -6 6 -8 -9 9 11 -12 -13 13 -15 -16 16 -18 26 -20 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0014329068748186137 -0.0013387151030449772 -0.0011985042456426585 -0.0012777599378047445 0.00018808011894674801 0.0011193415198292348 -0.0015163422408546244 -6.8353565443796238e-05 0.00051270725914155213 0.0011548422948847055 -0.00081940864946956915 -0.00045353749248438016 -0.0011974358077604321 -0.0010364148575280529 0.00061739470035255325 -0.001316311017527304 -0.0007251129505031743 0.00094007038671758665 0.00029410583721429178 0.00085841167989403095 -0.00069045280838277102 -0.000346673079714657 0.0015049943441782731 0.0014699627004065836 -0.00057859332281915581 0.0010722274090265271 -0.00081168649163288972 -0.00065583685421302478 0.00054228278153126911 -0.00023459106126164116 2.5517945847356576e-05
leaf_weight=0.0012996910574715184 0.0010973208081371246 0.0010636805769939075 0.0010777496394362976 0.0014707971983067836 0.0016667326194514951 0.0012927419792792541 0.0010068015923845319 0.0026921616667436856 0.0018475984679007197 0.0017737500022034719 0.0015344141691271407 0.0011866891242987556 0.0013984702541871546 0.0019076820968342454 0.001047475119736462 0.001343464689814387 0.0016044994648023447 0.0019904435890674144 0.0013639277533992198 0.001685370368303297 0.0015284138988316274 0.0010508640927278127 0.0010998742084780159 0.0013012939502843237 0.0010069523521281099 0.0019191249268977221 0.0015333337138656589 0.0013150108400923344 0.0010029306368308788 0.0011389680758497889
leaf_count=113 238 178 468 41 186 132 98 38 69 86 95 331 259 100 329 376 60 72 106 52 71 62 26 68 22 58 40 56 52 28
internal_value=0 -8.49617e-05 -5.20888e-05 -2.21919e-05 0.000237388 -0.000176916 -0.000882374 -0.00010716 -0.000188312 -0.000128055 0.000425123 -0.00024423 -0.0001684 -8.05439e-05 -0.000199046 -8.41765e-05 0.000192181 -0.000379829 0.000129027 4.74948e-05 0.00016576 0.00042438 0.000634901 0.000433816 0.000103221 -0.000377914 -0.000119251 -0.000135558 0.000206144 -0.00029663
internal_weight=0 0.0429485 0.0418512 0.0407875 0.0152323 0.0255552 0.00229954 0.0232557 0.0205635 0.0194858 0.00338201 0.0161037 0.0149171 0.0131433 0.0112356 0.0101882 0.00526591 0.00492225 0.0135656 0.0122017 0.0105163 0.00712637 0.00559795 0.00454709 0.00344721 0.00338992 0.00352378 0.00366141 0.00231794 0.00244026
internal_count=3910 3797 3559 3381 720 2661 230 2431 2393 1925 164 1761 1430 1344 1244 915 544 371 534 428 376 277 206 144 118 99 112 484 108 96
is_linear=0
shrinkage=0.0016407


Tree=1141
num_leaves=31
num_cat=0
split_feature=31 52 133 133 401 1374 376 376 1 0 1 157 1 447 14 484 1374 0 3 13 52 2 15 2 475 43 457 52 13 0
split_gain=0.000976515 0.000879846 0.000834389 0.000684652 0.000723819 0.000608339 0.000628007 0.000976868 0.000578184 0.000670807 0.000603952 0.000669773 0.00065724 0.000592014 0.000927176 0.000610285 0.000471568 0.000852583 0.00053515 0.00074052 0.000710214 0.0008505 0.00100573 0.000719232 0.000679388 0.000770605 0.000514635 0.000638037 0.000434561 0.00038843
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.17468499999999998 0.087020000000000014 0.098580000000000015 0.11605500000000001 0.088415000000000007 0.10828500000000001 -0.017269999999999997 0.11052000000000002 -0.062769999999999979 0.11235500000000002 0.084630000000000011 0.077685000000000018 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.15327499999999997 0.17936000000000002 0.11401500000000002 0.099015000000000006 -0.091274999999999981 0.10705000000000002 -0.083904999999999993 -0.17307499999999998 0.084740000000000024 0.071660000000000015 -0.10023999999999998 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -12 -13 14 15 -5 -17 -18 -19 20 21 22 29 -23 -24 -26 27 28 -27 -20
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 11 12 -14 -15 -16 16 17 18 19 -21 -22 23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011566519947934586 -0.0013078556709458684 -0.0012423411681185209 0.00093979892182780023 -0.00098495667041971057 -0.0011402655552513372 -0.0011049263895803929 -0.00097672754282034503 0.0013559653179372299 0.0010767263415475592 0.0013790842173547421 0.0010623959747848837 -0.0010354520549159198 6.9749644474945252e-05 0.00072881513601098108 -0.0014284784831069548 -0.0009701439928444215 0.00080060868103561946 0.00045728654004133262 -0.00036792072767346189 -0.0012549167588398441 -0.00087204611788676634 0.00099502169809178882 0.0010718710595691505 -0.00028094701847334984 0.00097562188154962104 2.0681619641061335e-05 0.0006874092401155385 0.00015695486083690174 -0.00097814235723481854 -0.0013918463180830857
leaf_weight=0.0013537626510224934 0.0011494344968374639 0.0011599876007476464 0.0014806755108480721 0.0015057090233538952 0.0012029647969645776 0.0010292698798330937 0.00129283877991515 0.0011105842612675323 0.0013073350239096735 0.001001060273378985 0.0011770844475620388 0.0012712148581428559 0.0080435778994070173 0.0016569606728573652 0.0011113071458188619 0.0010946048523479126 0.0023887852121617812 0.0031328030403301342 0.0014298581129281729 0.0012212017983777015 0.0022129955407991222 0.0026636428098822931 0.0011266010833779214 0.0013621202900822027 0.001187561610493046 0.0012076261775177911 0.0010374789380946936 0.002743858179976022 0.003364259029765373 0.0016034356167293701
leaf_count=113 275 229 52 431 266 46 28 31 32 75 48 20 305 92 80 52 38 43 39 88 322 88 61 101 20 16 21 360 422 116
internal_value=0 -7.176e-05 -4.45035e-05 -1.72414e-05 -4.58767e-05 -1.86106e-05 5.05093e-06 3.2667e-05 -9.9961e-08 0.000256516 0.000161276 4.72065e-05 -8.10802e-05 -0.000102586 -0.000147911 -9.93116e-05 -5.13031e-05 -1.36088e-05 -9.36712e-05 -0.00017524 -0.000109114 -1.38687e-05 -0.000183461 0.000563297 2.28986e-05 -0.000100967 -0.000254023 -0.000387532 -0.000714311 -0.00090918
internal_weight=0 0.0532768 0.0521274 0.0509674 0.0494867 0.0482838 0.0472545 0.0459617 0.0448511 0.0128003 0.0117992 0.0104919 0.00931479 0.0320508 0.0303938 0.0292825 0.0277768 0.0266822 0.0242934 0.0211606 0.0199394 0.0177264 0.0137007 0.00402576 0.0106674 0.00954078 0.00835322 0.00731574 0.00457189 0.00303329
internal_count=3910 3797 3522 3293 3241 2975 2929 2901 2870 480 405 373 325 2390 2298 2218 1787 1735 1697 1654 1566 1244 1055 189 900 839 819 798 438 155
is_linear=0
shrinkage=0.00142833


Tree=1142
num_leaves=31
num_cat=0
split_feature=133 52 453 31 1348 14 1456 1213 133 376 376 16 4 123 42 1447 1374 38 1 2 2 15 2 1 1 49 13 0 43 13
split_gain=0.000882202 0.00103304 0.000798369 0.00100117 0.000632498 0.00106512 0.000795084 0.000631177 0.000610851 0.000773521 0.000819943 0.000668687 0.000671671 0.000546044 0.000504821 0.000517198 0.000480794 0.000498288 0.000814437 0.000560311 0.000914571 0.00111362 0.000390571 0.000356761 0.000921137 0.000396515 0.000355633 0.000378161 0.00060519 0.000656071
threshold=-0.26719999999999994 -0.51745999999999992 0.096095000000000014 -1.0000000180025095e-35 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.41476000000000007 -0.49837999999999999 0.083745000000000014 -0.10770999999999999 -1.0000000180025095e-35 0.090240000000000015 0.11225500000000001 0.11235500000000002 0.11230000000000001 0.099015000000000006 -0.11739999999999999 0.114165 0.09112000000000002 0.097480000000000011 -0.085974999999999982 -0.10023999999999998 -0.13506999999999997 -0.083899999999999988 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 12 -10 14 -14 -16 17 18 19 20 21 -17 -21 25 -25 -23 -27 -28 -29 -30
right_child=1 2 -4 4 -6 -7 7 8 9 -11 -12 -13 13 -15 15 16 -18 -19 -20 22 -22 23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.0012213293778346622 -0.0014283628833827724 0.0014287055974486268 -0.0011792103063784799 -0.00097433803644784208 0.0010994842804790349 -0.0012356307207694371 -0.00072634299918893053 0.0011325788063860935 -0.00088542464261416891 -0.0010397557487869422 0.0013755715166669377 0.00079998957390181548 -0.00094850552173638 0.00092789792139781591 -0.00085770710044879108 -0.0013397878657465149 -0.00079372355475737749 -0.00082854023620398834 0.00069313911073824481 -0.0011772146242301491 0.00073126294401940322 -0.00057331615402970895 -5.7812050940709511e-05 -0.0010135196089531488 0.00070456299671087231 0.00091651622792209052 0.00060741206930198027 0.00045205248025617829 -0.0014283742716085155 2.4897859939036936e-05
leaf_weight=0.0012554585715785485 0.0010239911116367564 0.0010500434379159254 0.0011038437278614302 0.001545759017248515 0.001077639028632226 0.0013965779188542795 0.0019422344231463931 0.0011516858552944589 0.0015720295750054477 0.001225322982634224 0.0010215601834056001 0.0024431200840178127 0.0010385125643301843 0.0014479161793514708 0.0011916498315972515 0.0012070077492105516 0.0011715040562956238 0.0010418243524128448 0.0050754501691303569 0.0011719270329066936 0.0041853635464401675 0.0011823464297728856 0.0013902300367920617 0.0017021211068133377 0.0010170279406409577 0.0016070459505019849 0.0027805595059149221 0.0025828708905681914 0.0010067557559620974 0.0017104425354750718
leaf_count=238 266 112 36 307 51 106 515 39 69 27 28 93 97 149 179 103 62 25 215 17 167 53 61 125 47 24 42 198 382 77
internal_value=0 -8.78866e-06 2.14699e-05 4.97072e-05 1.81509e-05 -7.85482e-06 3.16429e-05 6.87848e-05 0.000107466 7.70166e-05 0.000113462 7.81625e-05 2.64203e-05 7.0512e-05 3.05469e-05 6.44116e-05 0.000102523 0.000140481 0.000178407 5.71415e-05 0.00014177 -2.49781e-05 -0.000569825 9.1805e-05 -0.000370915 0.000207555 0.000302857 0.000180815 -4.2989e-05 -0.000513558
internal_weight=0 0.0490644 0.0480404 0.0469365 0.0458865 0.0448088 0.0434123 0.0418665 0.0399243 0.0387726 0.0375473 0.0365257 0.0340826 0.0325106 0.0310626 0.0300241 0.0288325 0.027661 0.0266191 0.0215437 0.0189815 0.0147962 0.00256216 0.0135892 0.00271915 0.01087 0.00968767 0.00808063 0.00530007 0.0027172
internal_count=3910 3672 3406 3370 3258 3207 3101 2794 2279 2240 2213 2185 2092 2023 1874 1777 1598 1536 1511 1296 1218 1051 78 948 172 776 723 699 657 459
is_linear=0
shrinkage=0.00142833


Tree=1143
num_leaves=31
num_cat=0
split_feature=31 52 133 1213 133 453 1348 14 1456 376 376 16 4 123 124 1456 1 12 15 2 52 2 13 16 42 0 13 14 0 2
split_gain=0.00117609 0.000934979 0.000868264 0.000536343 0.000740473 0.000525779 0.000997957 0.000977581 0.000760246 0.000569264 0.000843018 0.000565384 0.000788037 0.000571081 0.000516375 0.000489118 0.000558865 0.000510638 0.000534203 0.00108316 0.000792756 0.000554105 0.00046106 0.000614954 0.000477503 0.000414168 0.000345868 0.000464935 0.000648827 0.000273647
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.091855000000000006 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.11605500000000001 0.088415000000000007 0.41476000000000007 -0.49837999999999999 1.0000000180025095e-35 -0.059944999999999991 1.0000000180025095e-35 0.11235500000000002 0.10214500000000001 -0.095799999999999982 0.091025000000000009 0.10898500000000001 0.11203000000000002 -0.10023999999999998 -0.006474999999999999 0.084435000000000024 -0.017269999999999997 -0.10023999999999998 -0.074139999999999984 -0.10303999999999998 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 11 12 -10 14 -14 16 17 18 19 -16 22 -21 -20 24 -24 -13 -18 -28 -29 -25
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12 25 13 -15 15 -17 26 -19 20 21 -22 -23 23 29 -26 -27 27 28 -30 -31
leaf_value=0.0011018256940032313 -0.0012016538597622753 -0.001148356674074517 -0.00069197180177160461 0.0010281567369123767 -0.00085948844032331692 -0.00092135481100927025 0.0012728492223504611 -0.001087934628421516 -0.00085391300013315204 -0.00088824497093023611 0.0012141830738775505 0.00017234727875472879 -0.0008314234050450025 0.0007714445746502545 -0.00092989986697597743 -0.00081467016191582578 0.001025170788919719 -0.00071200500124792042 0.00072956372085520595 0.00067277426008649781 -0.00071841049686523835 -0.00050328590478941496 4.4770253323759017e-05 5.5110702753347999e-05 -0.0008934329984173258 0.0012075753256924565 0.0010022151185331424 0.00047527253655217405 -0.00081055453018288913 0.00073446898955458124
leaf_weight=0.0014847444920900168 0.0011857538997861452 0.0011517231606566472 0.0018601755778190334 0.00118004439990571 0.0015888222630144879 0.001035210230625693 0.0010248997746913338 0.0013850639001722334 0.0017100728140106844 0.0010447908157233945 0.0010654195129564661 0.0014804938136494528 0.0011835977502547826 0.0017250378339506147 0.0025250425050446943 0.0010786890850420497 0.001334176601750503 0.0016268036676527755 0.0027553390277716945 0.0017909783355118947 0.0015557053951875668 0.0010716773209473729 0.0060444730845467922 0.0014694745040491506 0.0010683631885459732 0.0011485400418109739 0.0010307051405504808 0.0017230841282867004 0.0010613029988331127 0.0030558868719881005
leaf_count=113 275 229 566 46 269 45 44 88 69 27 28 83 42 159 114 238 96 144 47 55 188 26 356 90 242 10 26 30 78 87
internal_value=0 -6.68879e-05 -3.87239e-05 -1.13133e-05 1.69718e-05 -1.04064e-05 1.17571e-05 -1.93697e-05 1.75034e-05 5.36486e-05 7.98874e-05 4.67228e-05 1.78772e-06 4.73732e-05 6.25265e-06 4.02168e-05 7.30186e-05 -1.33543e-05 3.99133e-05 -0.00031228 0.000158885 0.000232499 0.000253707 0.000141048 -9.61499e-05 0.000624605 0.000458208 0.000259936 -1.48361e-05 0.000513868
internal_weight=0 0.0489613 0.0477756 0.0466239 0.0447637 0.0435837 0.0425484 0.0415235 0.0401385 0.0385497 0.0375049 0.0364394 0.0338104 0.0321003 0.0303753 0.0291917 0.028113 0.0229637 0.0213369 0.0053877 0.0159492 0.00286266 0.0143935 0.0116382 0.00711284 0.00262903 0.00514927 0.00381509 0.00278439 0.00452536
internal_count=3910 3797 3522 3293 2727 2681 2636 2592 2504 2235 2208 2180 2087 2018 1859 1817 1579 1349 1205 195 1010 81 822 775 598 93 230 134 108 177
is_linear=0
shrinkage=0.00129368


Tree=1144
num_leaves=31
num_cat=0
split_feature=52 133 151 1348 14 31 1213 484 2 1374 1 47 48 49 51 42 49 151 1374 0 49 1 48 2 42 47 13 12 39 16
split_gain=0.00118165 0.00104575 0.00102241 0.00115932 0.00113341 0.00116554 0.000758078 0.000783228 0.000814277 0.000731253 0.000849513 0.00106971 0.000819127 0.000726883 0.000840136 0.000673015 0.000683266 0.00117136 0.000603377 0.00146681 0.000499451 0.000493427 0.000583883 0.000625583 0.000505546 0.000757308 0.000440646 0.000704096 0.000660563 0.000833427
threshold=-0.51745999999999992 -0.26719999999999994 -0.52174999999999983 0.090050000000000005 0.088250000000000009 -1.0000000180025095e-35 -0.082704999999999987 -0.0043499999999999988 0.11203000000000002 0.09309000000000002 0.10752500000000002 0.087850000000000025 0.099800000000000014 0.10960000000000002 0.12342500000000002 -0.09602999999999999 -0.085974999999999982 0.087190000000000017 -0.094679999999999986 -0.23029999999999998 -0.075429999999999983 0.11167500000000001 0.091085000000000013 0.11260500000000001 0.098285000000000011 0.11381500000000001 -0.094679999999999986 0.085665000000000005 0.005105000000000001 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 15 -13 14 21 -9 17 -17 -18 -20 -21 -12 23 24 25 -23 27 -22 29 -28
right_child=1 2 3 -5 -6 6 7 9 -10 -11 13 12 -14 -15 -16 16 18 -19 19 20 26 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0011878529725623975 -0.0011263624998294019 -0.001214893657131102 0.0012687520420923267 0.0012211773768677572 -0.0010893286216371292 -0.0010472732960039846 -0.0010878797486566041 -0.00070337720086431643 0.00010659988945835112 -0.00093199522630675179 0.00094544078943469619 -0.001212802639933051 5.8314107005783043e-05 0.0010066378706574067 -0.00066483434275281517 -0.0010152520121669683 -0.00069873768130850273 0.00064459465658497461 0.0012278365794844025 0.00082218884228294842 -0.00034183512510425304 -0.00070659148706580133 -0.00040123490098914656 0.0011986919447548516 0.00084207752580870972 0.00043410665083209803 -0.00094848115871884768 0.00066548562135254575 0.0007717890700351432 -5.5883491221737532e-06
leaf_weight=0.001396946043425106 0.0013141251403183665 0.001062266087155094 0.0012196240594688481 0.0013080339457296466 0.0014605391500221989 0.0010597159233596267 0.0019549226268940059 0.001707953025268604 0.001730899040247813 0.0011220529789017766 0.0019018830495323167 0.001969767910721675 0.0013917050628400318 0.0023521986123107306 0.0014636474116116469 0.0020061204089678588 0.0011750366145406579 0.0010376883024463268 0.002161347187154646 0.0015557736577420647 0.0015580961520811265 0.0015679862654107701 0.0018420314616776068 0.0012899573879980863 0.0014957083680817718 0.0023236794830552299 0.0017525223004230964 0.0039358575232331106 0.0014328759575832359 0.010806898859132254
leaf_count=275 229 64 112 42 49 344 452 161 70 50 46 95 48 55 29 67 39 29 37 65 46 54 58 168 24 27 55 44 52 1024
internal_value=0 -7.62549e-06 1.78774e-05 4.10203e-05 1.30937e-05 4.30129e-05 1.459e-05 3.64245e-05 -0.00052694 7.9819e-05 0.000104115 -9.08462e-06 -0.000686539 0.000362456 0.000234963 6.90902e-05 0.000117202 -0.000449381 0.000187944 0.000232846 0.000130645 0.000361338 0.000230942 0.000405336 0.000215374 -2.54906e-05 7.54324e-05 0.000379807 -4.40778e-05 -0.000137158
internal_weight=0 0.0589609 0.0576468 0.0565845 0.0552765 0.0538159 0.0525963 0.0515366 0.00368582 0.0478508 0.0467287 0.0324916 0.00336147 0.0142371 0.0118849 0.0291302 0.0274222 0.00304381 0.0243784 0.0232034 0.021042 0.0104212 0.00851936 0.00667733 0.00538737 0.00389167 0.0194863 0.00549395 0.0139923 0.0125594
internal_count=3910 3635 3406 3342 3300 3251 3139 2795 522 2273 2223 1762 143 461 406 1619 1458 96 1362 1323 1286 377 331 273 105 81 1221 90 1131 1079
is_linear=0
shrinkage=0.00126831


Tree=1145
num_leaves=22
num_cat=0
split_feature=14 157 0 453 16 49 131 0 49 52 160 52 42 15 1 4 42 12 1 2 3
split_gain=0.000156753 0.000134203 0.000241198 0.000161793 0.000218001 0.000351213 0.000196439 0.00024166 0.000443475 0.000283783 0.000302599 0.000252062 0.00020159 0.000316265 0.000229485 0.000321418 0.000202593 0.000168952 0.00012397 5.25851e-05 2.01867e-05
threshold=0.077685000000000018 -0.077534999999999979 -0.11077499999999998 1.0000000180025095e-35 -0.50585499999999983 0.13906000000000002 0.10033500000000002 -0.017269999999999997 1.0000000180025095e-35 -0.27466499999999994 -1.0000000180025095e-35 -0.088779999999999984 0.085195000000000007 0.084050000000000014 0.095575000000000007 -0.0017649999999999999 0.091330000000000008 0.084100000000000022 0.10688500000000002 0.098535000000000025 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
left_child=1 2 -1 4 18 6 7 8 9 -6 19 -9 13 14 15 -12 -14 -13 -3 -11 -16
right_child=-2 3 -4 -5 5 -7 -8 11 -10 10 12 17 16 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.002724198183840093 -0.0020939589789770703 0.0025396318855880218 -0.00070221141239526269 -0.0020504316068685451 -0.0031355008890100828 0.0027368769470383606 0.0018636557759535118 0.0029236067033328768 -0.0038472603639636972 -0.0029941810345051174 0.0011666702702084752 0.0013712117631254307 0.0029760616977978077 -0.0025943617327928419 0.0021071970986509861 -0.002428890539989288 -0.00016872605213874816 -0.0011066827415208355 0.00011831151665376484 -0.0012715152287248574 0.0010672785888114497
leaf_weight=0.0013430263840632506 0.0010337261571822234 0.0014032829759180699 0.0010359969711317687 0.0011490711350365937 0.0010842772337076251 0.0011046355111656849 0.0010649963410435384 0.0010160593137511498 0.0012747341471132942 0.0010082461431646103 0.0013635087691032943 0.0013024410179866925 0.0012419536983898083 0.0013776046355731264 0.0011275742771585939 0.0014716524729649905 0.0010993840360213891 0.001965398834613441 0.001054125217445856 0.0010095176402017403 0.0010050343047243171
leaf_count=43 126 108 400 92 80 103 258 130 425 381 128 100 212 429 82 91 355 74 117 110 66
internal_value=0 2.54165e-05 0.00123209 -9.87306e-05 3.32634e-06 -0.000185246 -0.000360556 -0.000497105 -0.000857726 -0.000534463 -0.000270999 0.000602584 0.000161348 -0.000332376 0.000294892 -0.000699684 0.00149941 -0.000119085 0.00150099 -0.00213231 0.00161711
internal_weight=0 0.0255025 0.00237902 0.0231235 0.0219744 0.019517 0.0184124 0.0173474 0.0130635 0.0117888 0.0107045 0.0042839 0.00868671 0.00634537 0.00496777 0.00283516 0.00234134 0.00326784 0.00245741 0.00201776 0.00213261
internal_count=3910 3784 443 3341 3249 3024 2921 2663 2359 1934 1854 304 1363 796 367 219 567 174 225 491 148
is_linear=0
shrinkage=0.00533549


Tree=1146
num_leaves=20
num_cat=0
split_feature=1 13 43 376 13 43 160 131 3 48 13 2 48 12 1 13 15 1 3
split_gain=0.000139719 0.000183726 0.000175759 0.000276707 0.000245002 0.00032129 0.000279013 0.000205368 0.000149075 0.000143398 0.000231439 0.00025638 0.000446367 0.00022923 0.000265571 0.000228116 0.000234968 0.000401267 0.00012068
threshold=0.12730000000000002 -0.040319999999999995 0.19761500000000001 0.048375000000000008 0.17936000000000002 -0.16369999999999998 -0.098319999999999991 0.092255000000000018 0.11265500000000002 -0.048309999999999992 -0.083354999999999985 0.11230000000000001 0.099240000000000009 0.092475000000000016 0.08844500000000001 -1.0000000180025095e-35 -0.10071499999999999 0.089175000000000018 -0.08348499999999999
decision_type=2 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 -3 -8 13 12 15 14 18 -12 -17 -18 -11
right_child=1 8 -4 -5 -6 6 7 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20
leaf_value=0.0016397205439504321 0.0018867102460755321 0.00095598998796321577 -0.0015676430487602279 0.0014107851296102181 -0.0014886072504523738 -0.0017336837635091099 0.0010584304103398111 -0.0015728053519399991 -0.0008186196603917488 0.00099760378161236718 -0.0016019970570275686 -0.0016270275608097316 0.0019827383302445231 -0.00089118123835183307 0.0020751967045794114 0.0012945486921797987 0.00048785159233711607 -0.0021129319739381812 -0.00066181479619447346
leaf_weight=0.0012835295475603905 0.0010146760522302123 0.0012078410337857939 0.0010121861588727734 0.0014643708656624224 0.0016161024824986594 0.0013317844559169725 0.0015592676223515891 0.0010357652518628571 0.0011404814415278963 0.001086954496164888 0.0016488722765299569 0.0017258402785514937 0.0010676677128363954 0.0010617634053207148 0.0015519294560712993 0.0011556673682410756 0.0018080013767493687 0.0012388562174752149 0.0010853775551544166
leaf_count=87 186 113 236 147 168 421 144 308 46 229 698 187 59 66 130 38 186 158 303
internal_value=0 0.000634988 -0.000133775 -6.69603e-05 -0.000173784 -5.97955e-05 -0.000185467 -5.68079e-05 9.41367e-05 4.79417e-05 -6.93713e-05 -0.000413201 -0.000110434 0.000551683 0.000963034 -0.000492362 -5.69931e-05 -0.00056963 0.000168497
internal_weight=0 0.003363 0.0227339 0.0217218 0.0202574 0.0186413 0.0173577 0.016026 0.00234832 0.0149902 0.0134309 0.00864491 0.00691906 0.00478602 0.00372426 0.0058514 0.00420252 0.00304686 0.00217233
internal_count=3910 345 3565 3329 3182 3014 2927 2506 159 2198 2054 1326 1139 728 662 1080 382 344 532
is_linear=0
shrinkage=0.00352023


Tree=1147
num_leaves=31
num_cat=0
split_feature=31 52 1 151 47 3 4 2 52 483 150 1374 3 484 457 403 403 16 16 38 40 1 2 2 42 42 12 2 51 43
split_gain=0.0012249 0.000947282 0.00102201 0.000890204 0.000806685 0.00173006 0.000787956 0.000819227 0.00071376 0.000676772 0.000673242 0.000733274 0.000638171 0.000972555 0.000827458 0.000681283 0.00065671 0.000592806 0.000735493 0.000524474 0.000638365 0.00101248 0.000569471 0.000530671 0.000524178 0.00075479 0.00113251 0.00117902 0.000756978 0.000710521
threshold=-1.0000000180025095e-35 -0.51745999999999992 0.10113500000000002 -0.40391999999999995 1.0000000180025095e-35 -0.12817999999999996 0.51224500000000017 0.14808000000000002 0.17829500000000004 0.005595000000000001 0.15024000000000001 -1.0000000180025095e-35 0.090325000000000003 -1.0000000180025095e-35 0.091610000000000011 -0.088854999999999976 0.088015000000000024 0.24895000000000003 -0.094359999999999986 0.10657000000000001 0.028705000000000001 0.14132000000000003 0.11260500000000001 0.11085000000000002 -0.09602999999999999 -0.088669999999999985 0.099370000000000014 0.086875000000000022 -1.0000000180025095e-35 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 -2 4 -4 8 -6 7 9 12 10 11 -5 13 -3 15 -15 24 18 -14 20 21 22 23 -13 -17 -26 27 -27 -29 -30
right_child=1 2 3 6 5 -7 -8 -9 -10 -11 -12 19 17 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0012091867881276707 -0.0012400664635700497 -0.0014004369273309854 -0.001052012306030833 0.0014007797233677288 0.00086779368082954157 -0.0012155396812504259 0.0014005233037865385 0.001180751315935026 -0.0011939313694960966 -0.00082773246070993556 -0.00086301636572422844 0.00021364361506620062 -0.00021729973777815607 -0.001007786591927289 -0.0013523583667520416 -0.00069456199264883325 -0.00069845404579921418 -0.00027672888793724539 0.00087864385665470455 -0.00077029787510781518 0.0012054264969918339 -0.0011059981765803241 0.00075088810296308035 -0.00086734678082768925 0.00098273088242379399 -0.00035486135491273238 -0.001324313514907132 -0.00061607221315171574 0.00079396199650153595 -0.00036895079317476903
leaf_weight=0.0015361334591628131 0.0012984635172168515 0.0012027142865254073 0.0010602339619936165 0.0010426810286503487 0.0010160559922489654 0.0033875950117092648 0.0011301118523467926 0.0015470765136083022 0.0011275166755160262 0.0013678231447435954 0.0011090066564065628 0.0078248331082915179 0.0017481279444027109 0.0013827361235669846 0.0010066220502267234 0.0015305529139462105 0.0023130621270497356 0.002574694781259268 0.0038348519854594088 0.0010450490364064527 0.0012699720275910495 0.0011233450526910724 0.003608176387579932 0.0010048609457253841 0.0019442095675135064 0.0054547307625501052 0.001082423460324832 0.0011096025435044518 0.0068066260677759338 0.0012139812549722961
leaf_count=113 275 355 27 16 31 240 125 98 325 54 8 247 26 404 50 113 235 34 42 19 24 27 132 13 56 381 91 112 180 57
internal_value=0 -5.63665e-05 -3.1524e-05 0.000201369 -0.000170608 -0.000734851 0.000261573 0.000200113 -9.82348e-05 0.000121894 0.000193944 0.000263226 -6.1029e-05 -0.000171818 -0.000109847 -5.50809e-05 6.31875e-06 0.000279137 0.000535485 0.000188517 0.000256078 0.000167174 0.000282162 9.06218e-05 9.14808e-05 0.000159793 5.76719e-05 0.000160236 0.000467975 0.000617946
internal_weight=0 0.0631677 0.0618693 0.0231332 0.0387361 0.00440365 0.0220729 0.0209428 0.0343325 0.0193957 0.0180279 0.0169189 0.0332049 0.0250473 0.0238445 0.0228379 0.0214552 0.00815767 0.00558298 0.0158762 0.0148312 0.0135612 0.0124379 0.00882969 0.0191421 0.0176116 0.0156674 0.0145849 0.00913021 0.00802061
internal_count=3910 3797 3522 790 2732 271 763 638 2461 540 486 478 2136 2034 1679 1629 1225 102 68 462 443 419 392 260 990 877 821 730 349 237
is_linear=0
shrinkage=0.00140032


Tree=1148
num_leaves=20
num_cat=0
split_feature=14 38 124 484 13 43 457 42 42 3 0 0 0 13 15 160 48 16 16
split_gain=0.000140281 0.000136284 0.000324134 0.000207713 0.000206928 0.000186074 0.000257492 0.000215986 0.00022183 0.000173672 0.000556727 0.000327731 0.000259014 0.000252772 0.000244648 0.000296692 0.000169996 0.000158041 6.92684e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.10023999999999998 0.0041500000000000009 -0.068264999999999978 -0.10770999999999999 -0.089024999999999979 -0.13927999999999999 -0.053834999999999994 -0.074249999999999997 -0.099864999999999995 -0.083514999999999992 -0.11739999999999999 0.086110000000000006 0.09227500000000001 -0.15168999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 16 6 -6 -8 -9 -10 11 12 14 -14 -11 18 17 -5 -16
right_child=-2 -3 3 4 5 -7 7 8 9 10 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.0018153020754739348 -0.0015670711120662729 -0.0014601702410416996 -0.001558118184079621 0.0024675345170731933 -0.0020443046400041446 -0.0015579320088832502 -0.001588129460062804 0.002159491301657445 0.0014855179312881449 -0.00099381017762276104 -0.0026653467350394207 0.0022111964069161409 0.00014073593738188152 -0.0025972375479799874 0.0012040833042938803 -0.00067308163920603865 -0.00046153343908711956 0.00055299178190224593 0.0025837471922804584
leaf_weight=0.0017817682805365267 0.0010207466546217061 0.0010492948044774622 0.0015059887457916079 0.0013747165883385426 0.0010274215536374429 0.0015178005461342061 0.0011744543427069922 0.0010398053882925131 0.0014670487540369122 0.0014228277885925955 0.0012732110631447193 0.0013581590451408063 0.0012380074022770851 0.0011521976233829648 0.0013634979286147875 0.0012035095358005066 0.0011989905699318903 0.001715225742129396 0.0012206777018879391
leaf_count=269 126 91 568 92 138 450 161 170 153 71 206 198 330 554 79 37 68 109 40
internal_value=0 2.39429e-05 8.87339e-05 -4.95068e-05 5.99978e-05 -0.000154477 -1.1904e-05 0.000138177 0.000297332 0.000131825 -6.22634e-05 0.00030768 -3.24564e-05 -0.0011791 0.000493542 0.00105226 0.000883038 0.00140477 0.00185579
internal_weight=0 0.0250846 0.0240353 0.0222535 0.0207476 0.0164586 0.0149408 0.0139134 0.0127389 0.0116991 0.0102321 0.00895888 0.00760072 0.00239021 0.00521051 0.00378769 0.00428893 0.00308994 0.00258418
internal_count=3910 3784 3693 3424 2856 2587 2137 1999 1838 1668 1515 1309 1111 884 227 156 269 201 119
is_linear=0
shrinkage=0.004207


Tree=1149
num_leaves=31
num_cat=0
split_feature=52 133 158 31 453 1 42 50 15 15 0 1375 47 52 52 12 3 159 150 49 42 1 13 0 40 49 47 16 42 151
split_gain=0.00138455 0.00131735 0.00123321 0.0015046 0.00110089 0.00109288 0.00098989 0.00110418 0.000733976 0.000805719 0.00146093 0.00136431 0.00106668 0.00114701 0.00102141 0.00138709 0.00130662 0.000880002 0.000892668 0.00171844 0.00128066 0.00086333 0.000672515 0.00102285 0.000769183 0.00096466 0.00118431 0.000764051 0.000607827 0.000602726
threshold=-0.51745999999999992 -0.26719999999999994 0.11034000000000001 -1.0000000180025095e-35 0.10963500000000002 0.11368000000000002 -0.09602999999999999 0.10625000000000001 -0.26361999999999991 -0.095799999999999982 -0.11524 -0.029589999999999995 0.085165000000000018 0.11401500000000002 0.11110500000000002 0.10595000000000002 0.10420500000000001 0.090705000000000022 0.086025000000000018 -0.073619999999999977 0.091955000000000023 0.10752500000000002 -0.0024749999999999993 -0.18087499999999998 0.057150000000000006 0.14121000000000003 0.11603500000000001 -0.092714999999999978 0.091145000000000018 0.079335000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -10 13 14 15 16 17 18 20 -20 28 -18 23 -7 25 26 27 -24 29 -11
right_child=1 2 -4 4 -6 22 7 -9 9 12 -12 -13 -14 -15 -16 -17 21 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012642217093344879 -0.0012498385341320293 0.0013734304657974645 -0.0013061517042016416 -0.00085653114920040811 -0.0012700470234769281 -0.0003105934222965982 0.00085519247023155157 -0.001238385406603108 -0.0013728254721363613 0.00014016575872570538 -0.0011916655219753824 0.0003189348852103146 0.0010523777641493191 -0.00086969026731491706 0.0012966633882773738 -0.0013641021088287525 0.0011260716158839304 -0.00091266164603745015 -0.001221311783939317 0.00070490080528677753 -0.00093690901300590536 -3.8876609407882879e-05 0.00076194835167124782 0.0011909665120960094 0.0010764207892725848 0.00097670457798462403 -0.0013731259426878776 -0.00055588060915315622 0.0012749786853863531 0.0010956243118689733
leaf_weight=0.0016998257057605484 0.0015778952935566739 0.0015695350703559532 0.0012974984097570133 0.0027162739693926677 0.001236270481228984 0.0011341135767839461 0.0019487738137620161 0.0013295079836190818 0.0011017208820192081 0.013610211481577039 0.0028236805372864326 0.004869288923949 0.0020293841379839242 0.0024875801143711121 0.001286526372728857 0.0012571639047225238 0.0034781056659269885 0.0019499852203965764 0.0025044040364559095 0.0013399975695227431 0.001747345901845109 0.0018297590906115602 0.001677708198493999 0.0034745749575617602 0.0013915062932028377 0.0013361236802893472 0.0014602339452380875 0.0016395202028434142 0.0011223807619726847 0.001369591775869595
leaf_count=275 229 110 159 227 18 30 33 250 16 836 196 105 61 273 19 79 46 114 75 100 176 30 48 234 8 26 32 61 24 20
internal_value=0 -9.9447e-06 1.92475e-05 4.54141e-05 1.29229e-05 3.81328e-05 -5.02231e-05 -4.67594e-06 3.04047e-05 -5.46739e-06 -0.000377997 6.78539e-06 8.5509e-05 2.777e-05 9.86534e-05 4.7633e-05 0.000108934 -2.92514e-05 5.0155e-05 -0.000549915 0.000179397 0.000724484 0.000408672 0.00082146 0.000155189 -5.44913e-05 -0.000342888 0.000110619 0.000300534 0.000227523
internal_weight=0 0.0685967 0.0670188 0.0657213 0.0641517 0.0629155 0.0508017 0.0480854 0.0467559 0.0448071 0.00879469 0.00597101 0.0360124 0.0339831 0.0314955 0.0302089 0.0289518 0.0236439 0.0216939 0.0038444 0.0178495 0.00530786 0.0121138 0.00460869 0.00750509 0.00611359 0.00477746 0.00331723 0.0161022 0.0149798
internal_count=3910 3635 3406 3247 3137 3119 2680 2453 2203 2170 317 121 1853 1792 1519 1500 1421 1345 1231 175 1056 76 439 264 175 167 141 109 880 856
is_linear=0
shrinkage=0.00137286


Tree=1150
num_leaves=31
num_cat=0
split_feature=31 52 133 1 151 13 159 3 47 403 13 3 2 1348 48 2 50 15 15 13 14 48 2 151 4 4 2 51 40 3
split_gain=0.000959913 0.000849464 0.000788506 0.000752025 0.000976368 0.000485491 0.000570498 0.000617619 0.00109335 0.000572787 0.000503815 0.000493277 0.000472895 0.000454691 0.000625794 0.000432365 0.000853294 0.000598231 0.000623137 0.000703118 0.000443316 0.000420301 0.000581674 0.000383575 0.00050011 0.00110685 0.000395794 0.000366754 0.000321491 0.000578445
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10113500000000002 -0.40391999999999995 -0.45122499999999993 -0.034019999999999988 -0.115685 1.0000000180025095e-35 -1.0000000180025095e-35 0.15641500000000003 -0.089974999999999986 0.10488500000000002 0.088030000000000011 -0.036289999999999996 0.14073000000000005 0.11843500000000001 -0.26361999999999991 -0.19153499999999998 -0.10023999999999998 -0.46360499999999999 0.12862000000000004 0.10251500000000001 -0.044604999999999992 0.0057500000000000008 -1.0000000180025095e-35 0.087005000000000013 -0.082979999999999984 0.028705000000000001 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 -8 -11 23 14 -6 16 17 20 -19 -20 -16 22 28 26 25 27 -13 -25 29 -21
right_child=1 2 3 4 13 6 7 8 -10 11 -12 12 -14 -15 15 -17 -18 18 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012180336383474418 -0.0013681011840495059 -0.0013124805664564128 0.00042634607647674646 -0.0012011355749202684 -0.00080333218663630106 -0.001280232528722823 0.00054183954631334148 -0.0011756840996203846 -0.0014653816360761232 -0.00090922990693342951 -0.00042598420925959193 0.00022425753767986046 -0.00097982578641495305 0.0012583982505335147 0.0002426060175464507 0.0010256489176400127 -0.0010114680978623306 -0.00087299129143660753 0.001372928671442892 0.00029415921124439291 0.0014862608286303526 -0.00064334484552341854 0.0012090931233801824 -0.000531333600087358 0.00078458576616522737 -0.0014507892148359657 -0.00087196968470211933 0.00036219349428362262 0.00082040188006244697 -0.0008731343238414721
leaf_weight=0.0012902329272195248 0.0011059081217368308 0.0010695241043020545 0.0026889806221106474 0.0010232362453166379 0.0011940225887450131 0.0011082912990049145 0.0038646134038309221 0.0012510219566957961 0.0016724705721351532 0.0016202228832942122 0.0017148137412443809 0.001214465361097262 0.001102587897428898 0.0010133657277595623 0.0010807377710051469 0.0016771482497406351 0.0011286299921096097 0.0011194732142030253 0.0011775141342944559 0.0027132245391925389 0.0015276170193221352 0.0012644185788985851 0.001237981734355742 0.0012300270025757979 0.002274158303498087 0.0010204811593448517 0.0018131939662222596 0.0057869581586052965 0.0010246920228382805 0.0014323822084492139
leaf_count=113 275 229 25 27 54 393 126 727 173 149 56 59 118 34 37 150 53 17 56 66 104 30 57 104 96 71 113 326 8 64
internal_value=0 -8.0448e-05 -5.08093e-05 -2.20847e-05 0.000210001 -0.000174405 -0.000237326 -0.000190274 -0.00031801 -0.000207172 0.000244383 -0.000131738 -4.45114e-05 0.000292083 0.000233014 0.000313451 0.000226306 0.000337372 0.000171605 0.000303737 0.000970969 0.00013965 0.000294143 3.27991e-05 0.000169344 -4.73522e-06 -0.000432247 0.000205565 7.50667e-05 -0.000109162
internal_weight=0 0.0491522 0.0480463 0.0469767 0.0186144 0.0283623 0.0256733 0.024565 0.0189856 0.0173131 0.00557943 0.0160621 0.0144419 0.0175912 0.0165778 0.0153838 0.0137067 0.012578 0.00996969 0.00885021 0.00260835 0.0076727 0.00640828 0.0133393 0.0103116 0.00803747 0.00302766 0.00701699 0.0051703 0.00414561
internal_count=3910 3797 3522 3293 757 2536 2511 2118 1936 1763 182 1036 887 730 696 642 492 439 298 281 141 225 195 769 597 501 172 430 138 130
is_linear=0
shrinkage=0.00148603


Tree=1151
num_leaves=31
num_cat=0
split_feature=31 156 151 4 1348 11 14 1213 484 3 374 375 124 156 4 42 2 16 12 457 150 42 1 12 16 1 2 16 2 457
split_gain=0.00126761 0.00113044 0.00116023 0.00181262 0.00126357 0.00131776 0.00102994 0.00102636 0.000901533 0.00076842 0.000736639 0.00074835 0.00123778 0.000809344 0.000684384 0.00111313 0.00102756 0.000849601 0.000838283 0.000956068 0.000831477 0.00078053 0.000821634 0.000783687 0.000654778 0.000617356 0.00130958 0.000997179 0.00124257 0.000598076
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.088030000000000011 0.08184000000000001 0.077685000000000018 -0.082704999999999987 -0.0043499999999999988 0.094625000000000015 0.086350000000000024 -0.40343999999999997 0.11158000000000001 0.091280000000000014 -1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 0.31524000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086420000000000011 -1.0000000180025095e-35 0.08844500000000001 0.086935000000000012 -0.19424999999999998 0.11287500000000002 0.11339500000000001 -0.094359999999999986 0.091525000000000009 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 4 5 6 7 -4 9 -9 11 -10 13 14 15 20 -16 -17 -18 -20 21 22 23 -13 -23 26 27 28 -21 -29
right_child=1 2 3 -5 -6 -7 -8 8 10 -11 -12 12 -14 -15 16 17 18 -19 19 25 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0010786430737419728 -0.0012683938358936219 -0.0012302857203881094 -0.0012683774321271162 0.00052871639149398018 0.001207601029718974 -0.0012683795592051534 -0.0010896713751913033 -0.001209372847877273 -0.0010376342009090981 0.00015605041294791384 -0.0010392480085364719 2.7151282608971081e-05 0.0010808363682971941 -0.00079605695914795459 -0.0012667229667513887 -0.0010416260502871442 -0.0007294826320947736 0.00037506059531062461 -0.00095089710598589164 -0.0010854013084607996 -0.00062472116817365703 -0.00033917647163329661 0.00078717403387460404 -0.0012683785566298975 0.00058936700231232441 0.00061760360611004127 -0.0012686083036403967 2.8444728775591296e-06 0.00038955661455486858 0.0011258291441872098
leaf_weight=0.001581610209638872 0.0012430662070821432 0.0013064891965512962 0.0011198888927417263 0.0083218270639746628 0.001152006133807503 0.0016006487085049583 0.0016381821409812139 0.0018743946129438074 0.0010374857761235026 0.0010258713456945401 0.0010666478164580431 0.0021312947508868021 0.0018046406849876453 0.0019210103050166785 0.0012260044028380426 0.0019201592196029784 0.0025292112504935434 0.00105515121029498 0.0013310218626330075 0.0016269751481080563 0.0014815863114101538 0.0013454746731440545 0.0012254933715389882 0.0011598561795358453 0.013272805246535391 0.0036368149638263967 0.001144576099980199 0.0012164272933061909 0.0021107886237312634 0.0020461206282789135
leaf_count=113 197 65 342 397 27 132 76 429 8 33 13 107 21 194 47 308 85 9 36 59 87 12 95 325 454 47 47 72 59 14
internal_value=0 -7.04231e-05 -4.7274e-05 -2.27495e-05 -0.000106646 -0.00013492 -9.99954e-05 -6.77696e-05 -4.04357e-05 -0.0007264 2.5433e-06 2.71155e-05 5.21161e-05 8.31153e-06 4.65026e-05 0.000185983 -0.000148578 -0.000539218 -6.09385e-05 6.80118e-05 0.000290642 0.000361517 -9.93199e-05 -0.000429415 0.000503903 0.000183122 -1.08811e-05 0.000194762 -0.000252464 0.000707129
internal_weight=0 0.0655719 0.0643289 0.0630224 0.0547005 0.0535485 0.0519479 0.0503097 0.0491898 0.00290027 0.0462895 0.0452229 0.0441854 0.0423808 0.0404598 0.0235918 0.0168679 0.00297531 0.0156419 0.0131127 0.0206165 0.0191349 0.00451664 0.00329115 0.0146183 0.0117817 0.00814489 0.00700031 0.00373776 0.00326255
internal_count=3910 3797 3600 3535 3138 3111 2979 2903 2561 462 2099 2086 2078 2057 1863 1397 466 317 419 334 1080 993 527 432 466 298 251 204 118 86
is_linear=0
shrinkage=0.00126831


Tree=1152
num_leaves=22
num_cat=0
split_feature=4 483 11 4 150 12 160 133 13 12 39 133 0 3 0 52 0 4 16 16 2
split_gain=0.000168784 0.000243061 0.000198261 0.000234302 0.000239422 0.000193326 0.000201889 0.000227494 0.000175906 0.000192258 0.000154393 0.000294678 0.000171293 0.000700074 0.00026756 0.000173403 0.000286649 0.000147186 0.0002047 0.000137952 0.000235505
threshold=0.50657000000000008 0.088030000000000011 0.088315000000000018 0.27608500000000008 -0.09547499999999999 -0.095029999999999989 -0.092169999999999988 -0.09590499999999999 -0.083514999999999992 0.084100000000000022 0.005105000000000001 0.089845000000000022 -0.053834999999999994 -0.115685 -0.070894999999999986 0.0033900000000000002 -0.10131499999999999 0.0057500000000000008 -0.094359999999999986 -0.15595499999999998 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
left_child=1 2 3 4 -1 -6 -7 -8 9 -9 11 12 14 -14 15 16 17 -10 -19 -11 -21
right_child=-2 -3 -4 -5 5 6 7 8 10 19 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22
leaf_value=0.0018690393356927913 0.0015668125282976085 -0.0019508580992980546 -0.0016883142896973388 0.0015890597126153867 -0.001701641450539077 -0.0014743500393005289 -0.0015767159076775224 0.0023754137259053881 -0.00092619907340826639 0.0014670764908297081 0.0011718080449011623 -0.0022146519744526984 0.0012284066660118859 -0.0034262165863615896 0.0021604013477958448 0.0012690803311893341 -0.0022535229148548585 -0.00073750950617971535 0.0014703255053374563 -0.0015873616613993856 0.0010522302029062631
leaf_weight=0.00101846046680265 0.0010311703180530809 0.0011120131061467245 0.0011104735965885562 0.0015323135166436233 0.0012186643879037442 0.0014897321474187089 0.0012720032952052559 0.0010691889444429037 0.0014892271626774038 0.0012921374646865935 0.0014873017023693267 0.0010874968889974532 0.0010938996129752354 0.0010219357664755921 0.0010655201863518649 0.0013670483373983688 0.0010379644420105971 0.0011038381064167879 0.0018167338374688313 0.0010478415691749787 0.0011695420243544863
leaf_count=55 213 300 125 182 90 405 376 204 77 45 123 483 67 148 83 262 299 20 28 291 34
internal_value=0 -0.00010139 -1.84325e-05 5.98738e-05 -4.59206e-05 -0.000138221 -4.25328e-05 7.3256e-05 0.000195636 0.00087421 -5.15209e-05 -0.000215678 1.79341e-06 -0.00101975 0.000276073 -1.85485e-05 -0.000341663 0.000108345 0.000635868 0.000416863 -0.000195129
internal_weight=0 0.0259033 0.0247913 0.0236808 0.0221485 0.0211301 0.0199114 0.0184217 0.0171497 0.00457871 0.012571 0.0110837 0.00999617 0.00211584 0.00788033 0.00681481 0.00544776 0.0044098 0.00292057 0.00350952 0.00221738
internal_count=3910 3697 3397 3272 3090 3035 2945 2540 2164 574 1590 1467 984 215 769 686 424 125 48 370 325
is_linear=0
shrinkage=0.00404364


Tree=1153
num_leaves=31
num_cat=0
split_feature=31 52 133 1348 1456 14 1213 133 376 1374 1374 124 38 3 1365 0 1 4 13 47 52 2 2 484 403 52 4 3 159 14
split_gain=0.000952915 0.000886878 0.000818389 0.000647356 0.000897037 0.000881602 0.000644059 0.000745628 0.000595882 0.000631013 0.000523633 0.000684613 0.000509516 0.000994049 0.000538846 0.000533336 0.000729983 0.000672816 0.000852554 0.00057341 0.00108995 0.000538084 0.000529298 0.00048232 0.000441276 0.000382473 0.000889031 0.000534026 0.0003402 0.000446821
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.093505000000000019 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.09309000000000002 -0.094679999999999986 0.10570000000000002 0.11976000000000002 0.30601500000000009 1.0000000180025095e-35 -0.23029999999999998 0.11235500000000002 -1.0000000180025095e-35 -0.079504999999999978 0.084695000000000006 0.11401500000000002 0.091525000000000009 0.11203000000000002 0.085815000000000016 -0.080184999999999992 0.09716000000000001 -0.37626499999999991 0.013395000000000002 -1.0000000180025095e-35 -0.071824999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 24 -8 9 10 -9 12 13 14 15 22 17 19 21 20 23 -19 -12 25 -6 26 -17 -28 -18 -30
right_child=1 2 3 -5 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 28 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.001275685542313474 -0.0014270853558006229 -0.0013318318340250711 -0.0011582480274413176 0.0011126525356155595 -0.0001002484448794822 -0.0012835597944525058 0.0012242116398447284 -0.00076690130150908859 -0.0010589942021053539 -0.001111919614260017 0.0011947792703682306 0.001326478358765757 -0.00097789505125604206 0.0015461462391541327 -0.0010266530051374675 -0.0012041970375444343 -0.0002519109620995277 -0.00054432408598885157 -0.00097139369747360424 0.0011058460010660062 -0.00138297777378591 0.00060550405869004423 -0.00013761023353001171 0.00090346187889140501 -0.0015461259928251255 0.00077334176264269301 0.00029586007122195309 -0.0008996407655207097 0.0015462728910665851 0.00044616814266591748
leaf_weight=0.0012638916807810032 0.0011476292700365312 0.0011648675439360203 0.0016788113543518826 0.0011760424587095022 0.0010113339292160406 0.0012555762892629821 0.0013022520259173822 0.0015879971120753558 0.0011549040331182417 0.0010531153190802547 0.0020253957598441582 0.0011266039703849975 0.0010141580832794253 0.0011512273675013942 0.0010112716263401813 0.0014246576926346555 0.0010660968875839671 0.0018504593771133671 0.0037611707590659302 0.0012851651182426141 0.0011969734177008648 0.0020512142239210718 0.0010995942738816211 0.0017939069331234245 0.0010068674763937238 0.0014415961161393662 0.0063986630542773853 0.0010380271904750771 0.0011660505201347426 0.0036293485794465221
leaf_count=113 275 229 327 31 165 86 39 61 27 58 42 32 24 110 58 46 36 84 262 105 203 76 23 83 350 59 688 23 43 152
internal_value=0 -8.39488e-05 -5.17845e-05 -1.98954e-05 -4.91155e-05 -6.70388e-06 3.08873e-05 7.32322e-05 3.51198e-05 6.8222e-05 0.000101704 0.000140524 0.000101689 0.000134479 8.40703e-05 0.000120039 5.26639e-05 -7.52519e-05 -0.000446154 0.000119698 2.43628e-05 6.01713e-05 0.00072595 0.000163618 -0.000821587 3.47993e-05 -8.53495e-05 0.00012899 0.000538049 0.00071367
internal_weight=0 0.049071 0.0479233 0.0467585 0.0455824 0.0439036 0.0426481 0.0406298 0.0393276 0.0381727 0.0371196 0.0355316 0.034405 0.0333908 0.0322396 0.0312283 0.0281033 0.0222418 0.00766284 0.014579 0.0132938 0.00390167 0.00312499 0.0120969 0.0020182 0.0103029 0.00886135 0.00743669 0.0058615 0.0047954
internal_count=3910 3797 3522 3293 3262 2935 2849 2334 2295 2268 2210 2149 2117 2093 1983 1925 1860 1629 422 1207 1102 160 65 899 515 816 757 711 231 195
is_linear=0
shrinkage=0.00154607


Tree=1154
num_leaves=21
num_cat=0
split_feature=1 0 2 48 49 4 3 42 42 4 159 15 48 49 160 43 13 16 4 1
split_gain=0.000161997 0.000327447 0.000231858 0.000268474 0.000235407 0.000230952 0.000213144 0.000211007 0.000164786 0.000297251 0.000230557 0.000191264 0.000245198 0.000238838 0.000266554 0.000168623 0.000225102 0.000257104 0.000224651 0.000104851
threshold=0.10398500000000001 -0.017269999999999997 0.14073000000000005 0.12738500000000003 -0.042499999999999989 0.25367000000000006 0.10420500000000001 0.091955000000000023 -1.0000000180025095e-35 -0.083329999999999987 0.09141500000000001 -0.095799999999999982 0.086215000000000014 -0.085974999999999982 0.031805000000000007 -0.083899999999999988 -0.09547499999999999 -0.0060199999999999993 -0.030814999999999995 0.11235500000000002
decision_type=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 -6 8 9 -1 11 12 -10 -13 15 -15 17 -17 -18 -7
right_child=1 -3 -4 -5 5 19 -8 -9 10 -11 -12 13 -14 14 -16 16 18 -19 -20 -21
leaf_value=5.9131319164690262e-05 0.0015900775633055227 0.0026953696139096293 0.0020742906062762036 -0.0020552557509807504 -8.3854145299430813e-05 -0.00030042730727726031 -0.002538204336079482 -0.0017619226432274433 0.00033446129684320126 -0.0028827550105752185 -0.0018205058965179589 -0.0011544759266383093 -0.0023548234957858783 0.0018595483453189988 0.0023893562175513311 0.002450923868794524 -0.0022419912610618753 -0.00047474984674813033 0.00049442941600324477 0.001365877221138118
leaf_weight=0.0015868438510260319 0.0017087470325241067 0.0010163947731545173 0.00100744687383414 0.0011244681087916319 0.0015113130670449931 0.0012558760006973202 0.0011452967751210963 0.0016431051486699979 0.0015208402945078867 0.0010515168881515278 0.0010827114711849392 0.0012671036762186309 0.0010590057898537952 0.0011831213185948281 0.0016353154284732829 0.0011181918150207082 0.0011536504548987653 0.0010944599985283094 0.0010600800550349876 0.0015579894659480953
leaf_count=371 125 199 148 54 151 44 32 601 70 581 170 95 121 173 152 51 379 26 233 134
internal_value=0 0.000382692 0.000130242 -0.00010562 0.000199748 -0.000234532 -0.00114195 -0.000302954 -0.000141119 -0.00111336 6.95766e-05 0.000254075 -0.000769468 0.000564297 0.000864907 0.00042049 3.58462e-05 0.00100378 -0.000931613 0.000622177
internal_weight=0 0.0103275 0.00931114 0.00830369 0.00717922 0.00547048 0.00265661 0.0164559 0.0148128 0.00263836 0.0121745 0.0110918 0.00257985 0.00851192 0.00724482 0.0056095 0.00442638 0.00221265 0.00221373 0.00281387
internal_count=3910 887 688 540 486 361 183 3023 2422 952 1470 1300 191 1109 1014 862 689 77 612 178
is_linear=0
shrinkage=0.00429114


Tree=1155
num_leaves=20
num_cat=0
split_feature=124 12 12 52 158 52 2 2 43 43 42 43 49 12 160 2 1 2 0
split_gain=0.000152477 0.000174546 0.000160645 0.000272018 0.000227167 0.000201696 0.000228817 0.000282688 0.000149918 0.000248387 0.000200656 0.000179579 0.000183477 0.000208692 0.000158956 0.000178058 0.000306574 0.000160742 0.000131949
threshold=0.10385500000000002 0.11655500000000001 0.10333000000000002 -0.27466499999999994 0.087355000000000016 -0.081429999999999989 0.091985000000000011 0.085355000000000014 0.098320000000000005 0.0016850000000000001 -1.0000000180025095e-35 -0.15109999999999998 -0.07107999999999999 0.090840000000000018 -1.0000000180025095e-35 0.113945 0.099595000000000017 0.083585000000000007 -0.15137999999999999
decision_type=2 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 -7 -12 -13 14 18 16 17 -16 -14
right_child=-2 -3 -4 4 -6 8 -8 -9 -10 -11 11 12 13 -15 15 -17 -18 -19 -20
leaf_value=-0.0013657703770661974 0.0011050250426206843 -0.001274236983193877 0.00097236494361346978 0.0014845875037581761 -0.0013656260363882863 -0.0012894174852787074 0.001823263617174215 -0.00076665570591640767 -0.0011321554473546149 0.0014377683235324136 0.0011791239688109035 -0.0012187444340780783 0.00033161483937685555 -0.0013199222167414113 -0.00038646332040440611 -0.00031139389251256795 0.002363942302114971 0.0011492580151562801 -0.0012402093389915262
leaf_weight=0.0016402616751789402 0.0012014430614224461 0.0012327929639829862 0.0016110916601663602 0.0010066563913904104 0.0011959296918446207 0.0013526798606293836 0.0013799970445911303 0.0014250707401357587 0.0012866908065508323 0.0012082530671737044 0.0012880395292218525 0.0013670149002122942 0.0010700886532992726 0.0010309085753901779 0.001508028890053306 0.0018721542201880492 0.001101689330069322 0.0013809631313234094 0.0011963819619844095
leaf_count=366 49 180 266 121 329 519 134 134 198 253 62 131 52 244 95 138 96 165 378
internal_value=0 -8.08864e-05 -1.93882e-05 -9.10039e-05 1.01521e-05 9.46382e-05 0.000765541 0.000165286 -6.86327e-05 2.65541e-05 -0.000102935 3.29005e-05 -0.000107344 5.85152e-05 0.00023332 0.000516071 0.00090426 0.000347625 -0.00049809
internal_weight=0 0.0251547 0.0239219 0.0223108 0.0206705 0.0194746 0.00381172 0.00243173 0.0156629 0.0143762 0.0131679 0.0118153 0.0105272 0.00916021 0.00812931 0.00586284 0.00399068 0.00288899 0.00226647
internal_count=3910 3861 3681 3415 3049 2720 389 255 2331 2133 1880 1361 1299 1168 924 494 356 260 430
is_linear=0
shrinkage=0.00325215


Tree=1156
num_leaves=19
num_cat=0
split_feature=1348 1374 484 15 11 48 43 51 1 13 12 131 13 12 1 13 3 2
split_gain=0.000155555 0.000294208 0.000207077 0.000181024 0.000271884 0.00026968 0.000268874 0.000307838 0.000247365 0.000186197 0.000326555 0.000293559 0.000429585 0.000260261 0.000129716 0.000193415 0.000121773 8.44958e-05
threshold=0.084490000000000023 -0.094679999999999986 -0.0043499999999999988 -0.24219999999999997 0.08184000000000001 0.016865000000000002 -0.044024999999999988 0.013805000000000001 0.077800000000000022 -0.094679999999999986 0.085665000000000005 0.097135000000000013 -0.032264999999999995 -1.0000000180025095e-35 0.095825000000000007 0.0024700000000000004 -0.053439999999999994 0.080080000000000012
decision_type=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 8 -8 -7 10 -5 12 -11 -14 15 17 -12 -15
right_child=-2 2 3 4 -6 6 7 -9 -10 11 16 -13 13 14 -16 -17 -18 -19
leaf_value=-0.0025987697126943462 0.0017776749421103126 -0.0016314132687712804 0.0015931381332644589 -0.0015757058578365619 -0.002216524871024134 0.00074131041104378735 -0.0012314397782019089 0.0014985806871214427 0.0039245349166457267 -0.0027863949789512011 0.0028742011772039254 0.0018393484460623027 0.0014439262094325155 0.0016473576636972366 -0.0018713876522569385 -0.0014615557651842363 0.00074332250372406521 -0.00025894022129139627
leaf_weight=0.0010220396226401354 0.0010206082546589937 0.0016336200307455187 0.0017189077290604661 0.0010070900621088558 0.0011787737263099221 0.0011290044262013688 0.0017749319335502436 0.0019409765320536065 0.0010647277968574009 0.0019897977013220401 0.0010249416168331416 0.0010191162133998963 0.0015185238496697728 0.0010292399147544679 0.0016747432379102811 0.0017296148481678042 0.0014587292667718188 0.0010588450760479207
leaf_count=63 89 603 290 92 174 104 177 118 150 918 65 218 92 65 93 283 31 285
internal_value=0 -0.000109378 -3.15277e-06 0.000116032 -7.22663e-06 0.000126874 0.000971039 0.000194566 0.00228629 -0.00024237 0.000699938 -0.000570654 -0.000843528 -0.000292119 -0.000772092 -0.000289855 0.00162268 0.000680695
internal_weight=0 0.0249736 0.0239516 0.022318 0.0205991 0.0194203 0.00590964 0.00371591 0.00219373 0.0135106 0.00349076 0.0100199 0.00900076 0.00701097 0.00549244 0.0038177 0.00248367 0.00208808
internal_count=3910 3821 3758 3155 2865 2691 549 295 254 2142 188 1954 1736 818 726 633 96 350
is_linear=0
shrinkage=0.00473777


Tree=1157
num_leaves=20
num_cat=0
split_feature=1 2 1 42 52 52 151 16 43 42 51 43 0 133 1 48 0 47 3
split_gain=0.000136256 0.000197535 0.000214656 0.000168058 0.000165584 0.00018714 0.000166967 0.00021311 0.000156217 0.00021237 0.0002216 0.000386795 0.000265426 0.000162294 0.000150262 0.000218961 0.000190252 0.000101767 9.74669e-05
threshold=0.10398500000000001 0.14073000000000005 0.10688500000000002 0.091955000000000023 -0.27466499999999994 -0.048794999999999991 -1.0000000180025095e-35 -0.23935499999999996 0.0016850000000000001 -1.0000000180025095e-35 -0.0093849999999999992 -0.077544999999999989 -0.077944999999999987 0.091290000000000024 0.077800000000000022 0.086065000000000016 -0.10575999999999998 0.089945000000000011 -0.115685
decision_type=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 17 9 -1 -11 12 -12 18 -13 16 -16 -8 -10
right_child=1 -3 4 -5 5 6 7 -9 13 10 11 14 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0016734241023685958 0.001999982051246566 0.0021294956063420108 -0.001549427774125289 -0.0016076899130471395 0.0013741250378801616 -0.0018044391995197188 0.0019654273608686471 -0.0010940534761976594 0.00098133476523464967 -0.0015731465872931244 0.00039547729336444817 -0.001981630936049006 0.003117422624813669 0.0020958775254954669 0.0019241441105262418 -0.0015773009637100545 -0.00044413756071062582 0.00014576431963626071 -0.00087634605809897384
leaf_weight=0.0019020386449637447 0.0010281209518572254 0.0010462725370000711 0.0012038887527836559 0.0015724721765984486 0.0017704825358324525 0.0010141529235911948 0.0010501803843071542 0.0015100483143523045 0.0010096641641004211 0.001554841765846306 0.0016357055629812323 0.0010262321795267123 0.0011055338914367505 0.0010465630973266471 0.0011163197121263346 0.0012818057139156736 0.0014180374676540652 0.0012273531450688324 0.0010725050582521553
leaf_count=728 92 179 81 601 170 81 146 100 55 429 354 232 72 28 45 60 121 38 298
internal_value=0 0.000366752 0.000157272 -0.000276749 -8.6363e-05 0.000181639 -0.000258051 0.000156006 -0.000129044 -0.000368901 -9.73843e-05 0.000205185 0.00149323 0.000717352 -0.000523966 -0.000131975 0.00059903 0.000984819 2.44615e-05
internal_weight=0 0.0098505 0.00880423 0.0157417 0.00777611 0.00657222 0.00480173 0.00378758 0.0141692 0.0110405 0.00913848 0.00758363 0.00274124 0.00312873 0.0048424 0.00381616 0.00253436 0.00227753 0.00208217
internal_count=3910 887 708 3023 616 535 365 284 2422 2041 1313 884 426 381 458 226 166 184 353
is_linear=0
shrinkage=0.00429114


Tree=1158
num_leaves=19
num_cat=0
split_feature=124 12 453 4 1 1 15 3 403 52 51 0 0 4 4 52 3 15
split_gain=0.000139463 0.00016309 0.000134508 0.000270587 0.00025703 0.000437841 0.00025466 0.000260556 0.000243089 0.000182163 0.000138054 0.000152609 0.000480851 0.000190779 0.000226577 0.000165026 0.000165011 0.000110791
threshold=0.08919500000000001 0.11655500000000001 1.0000000180025095e-35 0.24280000000000004 0.11235500000000002 0.10688500000000002 -0.10192499999999999 0.13772500000000001 -1.0000000180025095e-35 0.11262000000000001 0.08955500000000001 -0.10071499999999999 -0.084304999999999977 -0.44477499999999992 -0.0021099999999999995 -0.082554999999999976 -0.078884999999999997 0.014775000000000002
decision_type=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 -8 10 11 15 -13 -14 16 -10 17 -15
right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11 -12 12 13 14 -16 -17 -18 -19
leaf_value=-0.0019272241612018489 0.001450333207584802 -0.0017421071884292005 -0.0013755715008974155 0.0020780089564676491 0.0024554538575742679 -0.0018938847041232545 -0.0023607966973396726 0.001754621130577476 -0.00019296694707316949 -0.0016230290452919841 -0.0011277323077308389 -0.0027333763550127731 -0.0012352891694813535 -0.00034113480696957172 -0.0010742215068332984 0.0020513962821345493 0.0027560305891099124 0.0014625960067090628
leaf_weight=0.0015667972646322371 0.0012578130314857541 0.0011991650958973468 0.0014214079706316154 0.0011765682202247154 0.0017363075342483048 0.0011266319095345478 0.0010010210779019266 0.0015755540603139542 0.001079429014647193 0.0013422932176650479 0.0015336089986556787 0.0011383815711228347 0.0011025770066959125 0.0011702141827661912 0.0010170678225404212 0.0018331319393447539 0.0011900672235828358 0.0017807684155137782
leaf_count=266 76 180 98 125 278 58 809 89 60 345 165 399 167 213 162 89 150 181
internal_value=0 -0.000105241 -1.91194e-05 7.11021e-05 0.00113247 0.00013512 -0.000176283 -2.25698e-06 -0.000197348 -3.31277e-05 0.000147039 0.00033663 -1.09442e-05 0.000484075 0.000851599 0.00121961 0.00132459 0.000747325
internal_weight=0 0.023991 0.0227918 0.0213704 0.00403951 0.0023032 0.0173309 0.0157641 0.0141886 0.0131875 0.0118452 0.0103116 0.00739908 0.00626069 0.00515812 0.00291256 0.00414105 0.00295098
internal_count=3910 3834 3654 3556 461 183 3095 2829 2740 1931 1586 1421 1272 873 706 149 544 394
is_linear=0
shrinkage=0.00455379


Tree=1159
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 14 1456 1374 1 484 15 2 12 403 48 403 52 52 13 13 16 40 51 49 15 15 15 0 43 4
split_gain=0.00106309 0.000818667 0.000883026 0.000766778 0.000974739 0.000939106 0.000800643 0.000752144 0.000755072 0.000639994 0.000630019 0.00138567 0.000717339 0.000567615 0.000609543 0.000645092 0.000665312 0.000650879 0.000552578 0.000528684 0.000613184 0.000763445 0.000830832 0.00051692 0.000452917 0.000449287 0.000653268 0.000422504 0.000348857 0.000571998
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.09309000000000002 0.10752500000000002 0.085515000000000022 -0.095799999999999982 0.094825000000000007 0.10214500000000001 -1.0000000180025095e-35 0.093225000000000016 0.088015000000000024 0.11262000000000001 -0.089799999999999977 -0.10023999999999998 -0.060719999999999989 -0.40374499999999997 0.057150000000000006 -0.07174999999999998 0.090775000000000008 -0.14487999999999998 -0.10981499999999998 -0.074174999999999977 0.16242500000000001 -0.17307499999999998 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -8 13 -12 15 16 17 -15 -19 23 -21 22 -22 -10 -13 -24 -27 -14 -20 -30
right_child=1 2 3 -5 -6 -7 7 -9 19 -11 12 24 27 14 -16 -17 -18 18 28 20 21 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.001026259624314722 -0.0010897907898332402 -0.0010951258974152115 -0.00084341994263540851 -0.0010210052118243243 0.0011919900021141391 -0.00099784651927203394 -0.0010348051723623672 -0.00088698303761744197 0.00087195711307138692 0.00045704993097255399 -0.00063921816239198201 0.00068347724303529994 -0.001165402010638573 -0.00040979770517666407 0.00077558644270255396 -0.00065448817403039941 -0.00063281098860566579 0.00090704808300126768 0.00065950202341530514 0.00096892387153679272 -0.0009151751053545241 0.00088006330010478428 -0.0004627134987535979 3.2535299012434312e-05 -0.00039812532819478091 0.0011113867022318417 -3.562499296976152e-05 -0.00012288817281128368 -0.00070496529555714234 0.00024233452720757599
leaf_weight=0.0013554240991211488 0.0011382389065277545 0.0011623225781673954 0.0015892893339457528 0.0011130836724220208 0.0010024156892889371 0.0014239241778679626 0.002981618937923535 0.001272898656457854 0.0035062257455029675 0.0033498711274710926 0.0015710172445166917 0.0013355112313458983 0.0011827329968012714 0.0020019843785221677 0.001910831451697347 0.0017358206635664794 0.0015007284909609462 0.0021050444005368237 0.0019424831870225026 0.0011035884206775926 0.0016508233173766484 0.0012288697316193975 0.0015359693932079921 0.0015821808198523968 0.0010108312324574875 0.0010861824167225365 0.0023014301687425132 0.0011293834413095283 0.0011594533588414812 0.0051760950901127579
leaf_count=113 275 229 307 27 46 106 181 58 221 195 620 43 203 116 48 180 170 29 24 70 40 14 42 49 63 22 43 10 25 341
internal_value=0 -6.71354e-05 -4.45997e-05 -2.04158e-05 2.1399e-06 -2.2516e-05 7.06378e-06 3.68613e-05 6.3534e-05 -4.52617e-05 -0.000108181 -0.000483307 -1.48534e-05 6.27662e-05 0.000125668 4.61707e-05 0.000133758 0.000226645 0.000349359 0.000297472 0.000118386 -1.90212e-06 -0.000166757 0.000610949 0.00021751 8.41799e-05 0.000332145 -0.000656173 0.000207543 6.89715e-05
internal_weight=0 0.0527909 0.0516526 0.0504903 0.0493772 0.0483748 0.0469509 0.0453616 0.0440887 0.0300934 0.0267435 0.00532796 0.0214156 0.0191035 0.0175324 0.0156216 0.0138858 0.0123851 0.0103831 0.0139953 0.00890686 0.00780328 0.00657441 0.00508841 0.00234634 0.00492358 0.00338761 0.00231212 0.00827803 0.00633555
internal_count=3910 3797 3522 3293 3266 3220 3114 2807 2749 2248 2053 287 1766 1553 933 885 705 535 419 501 231 161 147 270 106 107 65 213 390 366
is_linear=0
shrinkage=0.00121906


Tree=1160
num_leaves=31
num_cat=0
split_feature=31 52 2 151 4 123 4 3 39 47 0 158 2 151 157 15 43 51 1 3 3 14 1 160 484 0 48 4 15 12
split_gain=0.00144191 0.00104958 0.000901125 0.00131718 0.000924712 0.0009217 0.000949372 0.000902737 0.000843509 0.00109733 0.000802414 0.000762379 0.000710233 0.000693816 0.000683874 0.000652675 0.000703046 0.00063143 0.000954104 0.000787347 0.000629861 0.000610682 0.000678651 0.000739469 0.000760842 0.000916081 0.00144162 0.00125024 0.000629325 0.000648562
threshold=-1.0000000180025095e-35 -0.51745999999999992 0.10946500000000002 -0.50701999999999992 -0.49837999999999999 0.086020000000000013 -0.39075499999999991 0.11476000000000001 0.16168500000000002 0.13206500000000002 -0.070894999999999986 0.094245000000000009 -0.0050599999999999994 -0.084874999999999992 -0.071454999999999977 0.091600000000000015 -0.13719999999999996 0.12342500000000002 0.10420500000000001 0.12566000000000002 -0.074234999999999982 0.077685000000000018 1.0000000180025095e-35 -0.23073999999999997 -0.0043499999999999988 -0.10575999999999998 0.086285000000000014 0.0057500000000000008 0.085120000000000015 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=-1 -2 4 -4 -3 6 -5 8 9 10 12 15 -6 -8 -15 16 -12 18 -16 -20 -18 22 28 -24 -25 26 -26 -28 -14 -30
right_child=1 2 3 5 7 -7 13 -9 -10 -11 11 -13 21 14 17 -17 20 -19 19 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.0011797933835540144 -0.0013205433462654069 -0.0010455955891242178 -0.0013866446867746782 0.0010057006700381847 -0.0011321980299640131 0.0011340974418972975 0.00093727098827708823 0.00039414260282035098 0.00085417919817222098 -0.0014007056776884426 -0.00042860476049705402 -0.0011209375199784553 -0.00093823679753260566 0.00079499110524119054 -0.00077383379598749535 -0.00087203080194006295 0.00095123637401449304 -0.0008788273869417615 0.00067878216703626086 -0.00039107215421786527 -7.1721999702395491e-05 -0.0014004352664547073 -0.0011918207301829325 -0.0011603267529428371 0.00076700504634090211 -0.00047298435099884985 -0.0011695036832262134 0.00048025843463122566 0.00077881542166479128 -0.00075658049750468813
leaf_weight=0.0013402739562509139 0.0018731849208353238 0.0035658002435687832 0.0012373219941537164 0.0016591287098890453 0.0027712221267623951 0.0015641376097703654 0.0011248631832572195 0.0033532725543121691 0.0010866541706491253 0.0020231170153692793 0.0018121486909734594 0.0010157100908054781 0.0054056056867272028 0.0011984711094985582 0.0028913255671891847 0.0010320316252752093 0.0033036762940241724 0.0029159373223457416 0.0031426272568602087 0.0023631980458520552 0.0018363188138645955 0.0011085718083077003 0.001287736740945177 0.0011874589131233302 0.0050404653533568933 0.0049347100400538588 0.0019108081245207131 0.0017040253317190945 0.0010048836902731839 0.0011647625857491573
leaf_count=113 275 88 19 17 76 128 40 68 3 29 24 54 902 53 194 74 92 54 96 89 64 96 89 114 86 338 45 18 179 393
internal_value=0 -0.000287207 -0.000257265 7.89015e-06 -0.000360351 0.000110234 5.53296e-06 -0.000303504 -0.000362535 -0.000396838 -0.000341227 2.1741e-05 -0.000459927 -0.000116156 -0.000210866 0.000167107 0.000321365 -0.000317423 -0.000122473 0.000219582 0.000585773 -0.000384651 -0.000337018 -0.000174096 -8.541e-05 8.5134e-06 0.000283033 -0.000391809 -0.000682533 -4.54534e-05
internal_weight=0 0.0665192 0.064646 0.018097 0.046549 0.0168597 0.0152956 0.0429832 0.0396299 0.0385433 0.0365201 0.00899989 0.0275203 0.0136364 0.0125116 0.00798418 0.00695214 0.0113131 0.00839715 0.00550583 0.00514 0.024749 0.0236405 0.0160652 0.0147775 0.01359 0.0086553 0.00361483 0.00757525 0.00216965
internal_count=3910 3797 3522 690 2832 671 543 2744 2676 2673 2644 308 2336 526 486 254 180 433 379 185 156 2260 2164 690 601 487 149 63 1474 572
is_linear=0
shrinkage=0.00140032


Tree=1161
num_leaves=20
num_cat=0
split_feature=43 40 42 123 484 133 3 15 3 14 13 15 16 0 2 47 48 1 4
split_gain=0.000133736 0.000318616 0.000232833 0.000235205 0.000217555 0.000221854 0.000211942 0.000246215 0.000186732 0.000256457 0.000262837 0.000693611 0.000369163 0.000381568 0.000249871 0.00020115 0.000248044 0.0001614 8.81495e-05
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 0.084425000000000014 -0.0043499999999999988 0.098810000000000023 -0.10315499999999998 -0.016339999999999997 -0.078884999999999997 -0.13131999999999996 -0.094679999999999986 1.0000000180025095e-35 -0.033174999999999989 -0.10462499999999998 0.085155000000000022 0.09252500000000001 0.084905000000000022 0.088385000000000005 -0.34687499999999999
decision_type=2 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 14 -10 17 12 15 -14 -8 16 -12 -11 -9
right_child=-2 2 3 -5 5 -7 8 18 9 10 11 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.002505836492512513 -0.0017547972791488817 -0.0021156017188820831 -0.0018165550878652739 0.0022384971315926104 0.0026465860453603238 -0.0019235377840206766 -0.0030162400900741399 -0.00082770019186983025 -0.0020903079663657704 0.00064526019779967555 0.0020946228497656029 -0.0030819359348405731 0.0041512618510609117 0.00039890726222291086 -0.00011021758946262092 -0.0019999457733080486 -0.00074331247743086274 0.0033507287028486606 0.00095367279325469427
leaf_weight=0.0011539979966379557 0.0010249527423823032 0.0012603601891783825 0.0015804515870746208 0.0010622469752232513 0.0015695237808027729 0.0012489232691327559 0.0010942511654840554 0.0010823834874145177 0.0010494450228226157 0.001060671691008431 0.0012215964148625264 0.0013881196775136218 0.0011673660077065051 0.0013822022290033275 0.0018749390453240422 0.0010942484289344634 0.001748980018562607 0.0010008701439832013 0.0016191476980102959
leaf_count=164 240 209 553 183 115 454 449 93 67 39 96 201 38 161 519 55 55 114 105
internal_value=0 2.6715e-05 -9.49958e-05 1.94861e-05 -9.17883e-05 4.72699e-05 0.000181378 0.00112434 -0.000104608 0.000183022 0.000420077 2.36956e-05 0.000675454 0.00211699 -0.00118119 -0.000228716 0.000423738 0.00195875 0.000239956
internal_weight=0 0.0246597 0.0235057 0.0222454 0.0211831 0.0196027 0.0183537 0.00427105 0.0140827 0.0111135 0.0100641 0.00800251 0.00661439 0.00254957 0.00296919 0.00406482 0.00297058 0.00206154 0.00270153
internal_count=3910 3670 3506 3297 3114 2561 2107 313 1794 826 759 606 405 199 968 206 151 153 198
is_linear=0
shrinkage=0.00483252


Tree=1162
num_leaves=31
num_cat=0
split_feature=31 1429 1 159 11 3 47 3 49 43 0 0 49 43 474 2 15 2 13 0 2 51 43 0 151 49 4 16 16 51
split_gain=0.000912731 0.000652281 0.000501062 0.000566354 0.000514285 0.000622943 0.00104124 0.000581242 0.000444178 0.000543978 0.000589962 0.000644709 0.000715195 0.000619702 0.000613768 0.000795994 0.000431951 0.000366994 0.000387754 0.000359723 0.000304729 0.000364774 0.000376177 0.000721033 0.000638191 0.000544605 0.000592571 0.000542808 0.000301814 0.000267375
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10398500000000001 0.086140000000000008 0.08184000000000001 -0.115685 0.086425000000000016 -0.089974999999999986 1.0000000180025095e-35 -0.17307499999999998 -0.082994999999999985 -0.084304999999999977 -0.085974999999999982 0.0050750000000000005 0.084655000000000022 0.086915000000000006 -0.11219499999999999 0.11362000000000001 0.068400000000000002 -0.017269999999999997 0.14073000000000005 0.12342500000000002 -0.075819999999999985 -0.10462499999999998 -0.0017399999999999998 -0.042499999999999989 0.41315500000000005 0.51388000000000011 -0.096824999999999981 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 19 5 17 7 -7 9 -9 11 12 -11 -12 15 28 -10 18 -3 20 21 22 23 -4 -24 -26 27 -27 -14 -17
right_child=1 2 3 -5 -6 6 -8 8 16 10 13 -13 14 -15 -16 29 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011226515187009265 -0.0010680206802290684 0.00053371986604302353 0.00026443202516225801 0.00092814707297868857 -0.0010914014679201944 -0.00083021408107660107 -0.0011690262691729004 0.00090740197564662811 -1.8837645416788278e-05 -0.00099192921073517704 -0.00084147170517708491 0.0008073316389987389 -0.00010684749989341672 0.00016867447896044043 0.0010885340270626966 0.00058799849874902608 -0.0012625074695938304 0.0010676689700088726 -0.00028283834025938967 0.00078159925934608737 0.00058320764649862642 -0.00067077542296758541 -0.00060828796081082695 -0.0011115600387322615 0.0012892292655817942 -0.00051323424644706306 0.0010265141674957626 0.00065374045543201392 -0.0010814060485777387 -0.00018885202664592731
leaf_weight=0.0012894243690136911 0.0011529931202538526 0.0023455513911834159 0.0015320323293068761 0.0016756658870500365 0.0010107162157599872 0.0018988287631858071 0.0018933018516191771 0.001261856001917745 0.0010741507045833876 0.0012306413381564241 0.0028326850768281174 0.0022155659340792342 0.0010842477234271827 0.0019207976268007521 0.0010921687933045376 0.0027686930661183773 0.001032106075403604 0.001015568780076137 0.0020575346078326451 0.0012718526369732705 0.0015741569512277573 0.0015921069360977933 0.0014328310841964526 0.0013504333432798905 0.0010902333657938374 0.0021036540214076586 0.0012141822431446236 0.0011685316811167468 0.0013380722077136475 0.0011956168041793447
leaf_count=113 179 90 48 186 92 338 226 26 71 73 539 101 46 224 55 163 378 11 82 97 93 50 63 57 23 64 43 22 307 50
internal_value=0 -4.8327e-05 -2.23584e-05 0.000172945 -0.000129163 -9.47452e-05 -0.000194033 -0.000105901 -3.36914e-05 4.02336e-05 -2.9559e-05 0.000146105 -2.21027e-05 -0.00043329 0.000137483 -2.5155e-05 -0.00062826 0.000323735 0.000152147 8.4636e-05 1.67524e-05 -6.08938e-05 3.72671e-05 -0.000380219 0.000208949 0.000418926 0.000207434 -9.64954e-05 -0.000645187 0.000353704
internal_weight=0 0.0464268 0.0452738 0.0160057 0.0292681 0.0282574 0.0228387 0.0209454 0.0190466 0.0169403 0.0156785 0.010925 0.00870944 0.00475348 0.0074788 0.00638663 0.00210626 0.00541865 0.00440309 0.01433 0.0130582 0.011484 0.0098919 0.00288247 0.00700943 0.0055766 0.00448637 0.00327219 0.00242232 0.00396431
internal_count=3910 3797 3618 746 2872 2780 2597 2371 2033 1584 1558 795 694 763 621 566 449 183 172 560 463 370 320 105 215 152 129 86 353 213
is_linear=0
shrinkage=0.00137286


Tree=1163
num_leaves=20
num_cat=0
split_feature=1 457 457 11 484 3 49 133 52 2 16 13 2 4 12 1 47 52 47
split_gain=0.000140771 0.000218139 0.000304272 0.000224101 0.000208073 0.000203982 0.000222953 0.000310868 0.00021879 0.000180434 0.000177707 0.000157441 0.000405477 0.000249932 0.000407229 0.000137522 0.000179984 0.000126935 6.71056e-05
threshold=0.12730000000000002 0.088055000000000008 0.41137000000000007 0.088315000000000018 -0.0043499999999999988 -0.12008499999999998 -0.10837499999999999 -0.090054999999999982 0.11588000000000002 0.106035 -0.062279999999999995 -0.083514999999999992 0.097940000000000013 -1.0000000180025095e-35 0.086935000000000012 0.095575000000000007 0.093315000000000023 -0.080899999999999986 0.13177500000000003
decision_type=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 9 -7 -8 11 -6 -2 12 -9 14 17 -15 -17 -13 -12
right_child=10 2 -4 -5 5 6 7 8 -10 -11 18 13 -14 15 -16 16 -18 -19 -20
leaf_value=-0.0021659718670177432 0.0021440631949769715 0.0025864737135672688 -0.00061096705480749309 -0.0023629125114465873 -3.5288912708884292e-05 -0.0022262931802239888 -0.0024799344557296008 -0.00048189439961828065 -0.001601111282577674 0.0020899974746133327 0.00081054623212119443 0.00041939722882841364 0.0025833522457422379 -0.002233514436906581 -0.0012734567733354415 0.00087868776501141962 -0.0016947026132361441 0.002411473350172182 -0.00081516849332473893
leaf_weight=0.0010227656886068184 0.0012577095648751979 0.0012852611418482365 0.0011016716660776638 0.0010134176939666775 0.0017667489798540671 0.0011278619162427015 0.0010604439222577514 0.0017277886459379759 0.001434514377525121 0.0014494101039135288 0.0010242703783518428 0.0010317735470044553 0.0017129346829087844 0.0011905897931845169 0.0014643896974005366 0.0011386697962274539 0.0010332918960074267 0.0016686227672842429 0.0010003186184803781
leaf_count=557 209 144 33 124 155 94 409 294 353 71 106 150 85 207 628 52 49 160 30
internal_value=0 -0.000164413 0.00111072 -0.000317798 -0.00020773 -9.52568e-05 -0.000319594 -0.000159861 3.851e-05 0.000922503 0.000826067 0.000252956 0.00104411 -0.000108679 0.000622295 -0.00101405 -0.00034558 0.00165034 7.30532e-06
internal_weight=0 0.0222302 0.00238693 0.0198432 0.0188298 0.017807 0.0145909 0.013463 0.0124026 0.00321616 0.0032823 0.0109681 0.00344072 0.00752734 0.00416479 0.00336255 0.00217196 0.0027004 0.00202459
internal_count=3910 3565 177 3388 3264 2707 2481 2387 1978 226 345 1625 379 1246 938 308 101 310 136
is_linear=0
shrinkage=0.0044645


Tree=1164
num_leaves=20
num_cat=0
split_feature=1 132 0 2 2 42 43 4 147 43 0 47 14 52 51 15 0 2 3
split_gain=0.000149344 0.000208251 0.000160017 0.000249623 0.000270713 0.000183083 0.000307736 0.000155847 0.000212122 0.000116946 0.000304645 0.0002211 0.000272002 0.000233927 0.000127173 0.000168126 0.000126801 8.53163e-05 8.62773e-05
threshold=0.087545000000000026 0.079995000000000011 0.18055000000000002 0.10393500000000001 0.099015000000000006 0.085195000000000007 -1.0000000180025095e-35 -0.15534499999999998 0.088565000000000019 -0.080894999999999981 -0.074904999999999985 0.09252500000000001 -0.13131999999999996 -0.074484999999999982 0.013805000000000001 -0.031229999999999997 -0.096384999999999985 0.085255000000000011 0.088060000000000013
decision_type=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 -2 9 16 11 12 -11 -14 15 -15 -9 -8 -19
right_child=1 -3 -4 -5 -6 -7 17 8 -10 10 -12 -13 13 14 -16 -17 -18 18 -20
leaf_value=-0.0024650237135094813 -0.0014118828174613889 0.0020412882787576884 0.0010232431453396815 -0.0022307393556035234 0.0017246892112341434 0.00055799012364831952 0.00064584867157483218 0.0003505062463408957 0.0020493758271825056 -0.0014380927231915945 0.0019109030972518331 -0.0013267104814359506 -0.00076439948681527225 0.0019109604948908008 0.0025783205229738997 -0.00037304575905996621 -0.0016384214726289726 9.1089801088504636e-05 -0.0016527255207307227
leaf_weight=0.0017256481821614081 0.0011093921093110479 0.0010528847081761059 0.0011971970219519798 0.0014233946421187138 0.0010034949654995629 0.0017269943961784884 0.0011683933013988393 0.0010001355428438941 0.001043687842620101 0.0012143021031132415 0.0016645158052026009 0.0018833203724737402 0.0012344641567140803 0.0011924231958635491 0.0010653620624272442 0.0010934851275524694 0.0013109597167623175 0.001000803534961639 0.0010078535126445409
leaf_count=817 190 149 28 340 115 689 95 57 109 38 299 137 65 89 49 197 239 156 52
internal_value=0 0.000237759 -0.000422238 -0.000613317 -0.00031171 -0.000619946 -0.00103488 0.000100277 0.000232342 6.96848e-05 0.000279187 -7.43067e-05 0.000332359 0.000801175 0.00137787 0.000818385 -0.000777705 -0.000258081 -0.000783878
internal_weight=0 0.0148649 0.0102538 0.00905658 0.00763319 0.00662969 0.0049027 0.013812 0.0127027 0.011659 0.00934787 0.00768336 0.00580004 0.00458573 0.00335127 0.00228591 0.0023111 0.00317705 0.00200866
internal_count=3910 1618 2292 2264 1924 1809 1120 1469 1279 1170 874 575 438 400 335 286 296 303 208
is_linear=0
shrinkage=0.004207


Tree=1165
num_leaves=19
num_cat=0
split_feature=453 4 11 14 158 156 15 133 0 0 42 43 52 1 15 4 16 1
split_gain=0.000140886 0.000226248 0.00031854 0.000180978 0.000126892 0.000147367 0.00013451 0.000173759 0.000204712 0.000189396 0.000286854 0.000495356 0.000333258 0.000236484 0.000493353 0.000234448 0.000159258 0.000120874
threshold=1.0000000180025095e-35 0.27608500000000008 0.079700000000000007 -0.45687499999999998 0.084900000000000017 0.088855000000000003 -0.11739999999999999 0.10681500000000001 -0.017269999999999997 -0.10575999999999998 0.085195000000000007 -0.08538999999999998 0.083750000000000005 0.10937500000000001 1.0000000180025095e-35 0.0057500000000000008 0.20277000000000003 0.088495000000000018
decision_type=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 13 11 -11 -13 14 15 -8 -10 -12
right_child=-2 3 -4 -5 -6 -7 7 -9 16 10 17 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0011578578566247266 -0.0014196733983888959 -0.0001802456009071601 -0.0025649689673940507 0.002142547999789603 -0.0014540441098832685 -0.0015331307889712451 -0.00012740553926281564 -0.0013367731660223134 0.00051404109184447649 -0.0033792287081520662 0.0016121806619529856 -0.0013634395877643135 0.0016380508843740695 0.0024310348555014851 -0.0023197199698898412 0.002561662513103617 0.0025962126536855424 -0.00030290867030538954
leaf_weight=0.0013430277972855597 0.0013747040232292554 0.001094496182851179 0.0010032068000228591 0.0017180558040437712 0.0011066718210201712 0.0010365527287019552 0.0012174992152096335 0.0011795111070416467 0.0015470219635687196 0.0012496931262053158 0.0016235314351893404 0.0016617810116822994 0.0013253647486255182 0.0013650473400748098 0.0010559878214850826 0.0013772655407988665 0.0013900644802031792 0.00110332402353297
leaf_count=190 99 81 187 338 319 274 80 438 116 259 412 417 310 39 56 55 35 205
internal_value=0 5.09417e-05 -0.000111331 0.00123864 1.43698e-05 0.000102326 0.000199535 0.000312793 0.000443231 0.000184261 -0.000292158 -0.00101909 -3.17102e-05 0.000845699 0.000252928 0.00129991 0.00149949 0.000837309
internal_weight=0 0.0233981 0.0205856 0.00281255 0.0195823 0.0184757 0.0174391 0.0160961 0.0149166 0.0119795 0.00696369 0.00423684 0.00298715 0.0050158 0.00365075 0.00259476 0.00293709 0.00272686
internal_count=3910 3811 3392 419 3205 2886 2612 2422 1984 1833 1603 986 727 230 191 135 151 617
is_linear=0
shrinkage=0.0044645


Tree=1166
num_leaves=31
num_cat=0
split_feature=52 151 1348 14 31 1456 1374 133 1213 375 1374 43 403 0 43 16 474 4 1 14 2 16 52 16 151 16 52 16 12 13
split_gain=0.00110688 0.00110799 0.00112496 0.00117707 0.00114564 0.00103696 0.000871533 0.000883423 0.000788828 0.00082187 0.000872658 0.000711939 0.000928838 0.000637869 0.00072713 0.000841078 0.00100419 0.000681352 0.0012089 0.000665403 0.000645265 0.000795652 0.000774043 0.000617657 0.000546046 0.000496995 0.000522986 0.000473732 0.000470736 0.000424722
threshold=-0.51745999999999992 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 -0.26719999999999994 -0.082704999999999987 0.087245000000000017 -0.094679999999999986 0.14198000000000002 -0.092224999999999988 -0.23029999999999998 -0.044024999999999988 0.15737500000000001 0.085295000000000024 -1.0000000180025095e-35 0.11377000000000002 -0.24529999999999999 0.12238000000000002 0.24895000000000003 0.084240000000000023 -0.52488999999999997 -0.083919999999999981 -0.19424999999999998 -0.082554999999999976 -0.014099999999999998 0.10129000000000001 -0.097529999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 10 -10 12 -12 -14 20 16 17 25 23 -20 21 22 24 -19 -15 -16 -27 -13 -26 -25
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 27 13 14 15 -17 -18 18 19 -21 -22 -23 -24 29 28 26 -28 -29 -30 -31
leaf_value=-0.0013665423003797544 -0.0014691938150806446 0.0015161828057058885 0.0014544080682906007 -0.0011800846373776904 -0.0010646829083183068 -0.00130555761740075 -0.00097370785069148902 -0.0011821008490463078 -0.00081640135438733709 -0.001216080908271158 -0.0011670988806554046 0.0002744285556470709 0.00081930658250282669 -0.0007068783048975448 -0.00049487707837734358 -0.00087438114066956424 0.0012872120619434062 0.00012654981663835427 -0.00022817376601599599 0.0013212394566857212 0.0012104964386868249 0.00088176190540517933 -0.00058692606795272622 -0.0002655922774288441 0.00063569906206414049 -0.00047964547217104364 0.00067793680696906576 0.0014408008908237224 -0.00035459941342849401 -0.0014169316129112347
leaf_weight=0.0014157113433166382 0.001171708163355766 0.0011654370980439524 0.0012288178102064498 0.0019133096002796881 0.002032779264264927 0.0010374780195766533 0.0018789577163857976 0.0010643824527034598 0.0019823171344839343 0.0010083862173129168 0.0011810256317310577 0.0014957277527836155 0.0034538910308867651 0.0010700658573095118 0.0015570337513963733 0.0025567907813606175 0.0014015366212056781 0.0012245734320757151 0.0014144222544114626 0.0011582916061874116 0.0018523141284911828 0.0036199870694009215 0.0030538505763741961 0.0010012722078336367 0.0059586792702330787 0.0010974230589191319 0.0049022176228140108 0.0017200971855544358 0.0013532651165768517 0.0027798601526087974
leaf_count=275 65 111 42 119 315 209 83 305 50 32 411 45 58 136 15 92 49 22 22 91 141 61 274 23 316 40 348 14 47 99
internal_value=0 -1.01113e-05 1.97958e-05 -1.17205e-05 2.96597e-05 -3.11669e-06 3.93423e-05 7.82326e-05 0.0001082 0.000137518 0.000167298 0.000211766 0.000157436 0.000197083 0.000137389 -6.53231e-05 5.97684e-05 -5.3895e-05 -0.000375037 0.000469406 0.0003663 0.000262439 6.63937e-05 -0.000809043 0.00030442 0.000268171 0.000466198 0.000898304 0.000452419 -0.00111205
internal_weight=0 0.0583359 0.0571642 0.0559354 0.0540221 0.0528566 0.0508238 0.0489449 0.0479074 0.046843 0.0458346 0.0438523 0.0406365 0.0394555 0.0360016 0.0190934 0.0165366 0.0151351 0.00757842 0.00257271 0.0169082 0.0150558 0.0114359 0.00500571 0.00838201 0.00755667 0.00599964 0.00321582 0.00731194 0.00378113
internal_count=3910 3635 3570 3528 3409 3298 2983 2900 2691 2386 2354 2304 2245 1834 1776 801 709 660 257 113 975 834 773 144 499 403 388 59 363 122
is_linear=0
shrinkage=0.00151575


Tree=1167
num_leaves=19
num_cat=0
split_feature=124 4 158 0 4 15 15 1 15 0 133 40 47 14 48 2 12 2
split_gain=0.000138369 0.00017799 0.000177002 0.000219041 0.000167169 0.000327259 0.00021831 0.000274889 0.000195126 0.000330061 0.000190875 0.000173367 0.00014769 0.000193968 0.000191247 0.000343522 0.000206939 7.35236e-06
threshold=0.10385500000000002 -0.49837999999999999 0.087355000000000016 0.047345000000000005 -0.08422499999999998 0.024640000000000006 -0.0063699999999999989 0.085110000000000005 1.0000000180025095e-35 -0.13027499999999997 -1.0000000180025095e-35 -0.012844999999999997 0.11603500000000001 -0.13131999999999996 0.11379500000000002 0.089910000000000004 0.089445000000000011 0.086315000000000017
decision_type=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 -8 -10 -11 -9 13 -13 15 16 -15 -12
right_child=-2 2 -4 -5 6 -7 8 11 9 10 17 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0015811150887067213 0.0015171980019406768 0.00043997727372664067 -0.001561640387583412 0.0015822656218186133 -0.0017555664211691227 -0.0029838011922141386 0.0023063688296502578 0.0017815861566434174 -0.0016787994231688026 -0.00029284277163908073 0.002213897450256329 -0.0012922877101693231 -0.001669661642933136 -0.0013949121770804405 -0.0011427207293539206 0.0023511003841091092 0.0012955497373905815 0.0016738329482482023
leaf_weight=0.0015164428954336775 0.0011017243803637103 0.0011703300478349511 0.0013581783462410782 0.0018179498562974619 0.0019929882512532511 0.0010608465668966449 0.0013455778999561597 0.0010502252726925241 0.001160838414623111 0.0012249904902348618 0.0010014404185234582 0.0015549950196875892 0.0010966079438201604 0.0013001304818647244 0.0011156759039741004 0.0018859911771529347 0.001014403683960996 0.0010083322358398483
leaf_count=174 49 82 376 137 891 389 95 182 55 408 223 84 89 113 29 146 126 262
internal_value=0 -0.000101378 -1.15215e-07 0.000101841 -3.99321e-05 -0.00118791 0.000112964 -0.000255047 0.000818773 0.000363391 0.00109626 7.6568e-05 -0.000148168 9.46546e-05 0.000500337 0.000936739 -0.000215749 0.00194294
internal_weight=0 0.0236759 0.0221595 0.0208013 0.0189834 0.00223118 0.0167522 0.011011 0.00574118 0.0043956 0.00323476 0.00901803 0.0079678 0.0068712 0.0053162 0.00420053 0.00231453 0.00200977
internal_count=3910 3861 3687 3311 3174 471 2703 1660 1043 948 893 769 587 498 414 385 239 485
is_linear=0
shrinkage=0.0044645


Tree=1168
num_leaves=31
num_cat=0
split_feature=31 401 156 133 457 124 3 453 1348 14 1456 1374 1 11 3 2 1213 402 42 49 151 159 15 4 40 13 51 15 52 1374
split_gain=0.00141745 0.000951653 0.000968021 0.000814272 0.000760438 0.000702217 0.00155323 0.000856885 0.00122028 0.00125711 0.00106313 0.000757585 0.000744111 0.000899143 0.000702389 0.00078646 0.000866394 0.000869692 0.000732744 0.00096709 0.000783475 0.000735168 0.000703324 0.000614963 0.000713416 0.000927224 0.000968109 0.00105866 0.000561973 0.000634353
threshold=-1.0000000180025095e-35 0.10072000000000002 -1.0000000180025095e-35 -0.26719999999999994 0.51789000000000007 -0.25305999999999995 0.31335500000000011 0.091855000000000006 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.086000000000000007 0.11235500000000002 0.088160000000000002 -0.115685 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10389500000000002 -0.09602999999999999 -0.091004999999999989 0.083140000000000006 0.10276500000000001 -1.0000000180025095e-35 0.50657000000000008 0.057150000000000006 -0.060719999999999989 -0.025709999999999997 -0.10981499999999998 0.086950000000000013 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -7 12 13 14 22 -16 -17 18 -18 20 -20 28 -12 24 25 -14 -27 -28 29 -21
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 23 -15 15 16 17 -19 19 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0011032820109431083 -0.0012683753276909434 -0.0012289098536329606 -0.0010279762464712912 -0.0010261237619997043 -0.001087898627755296 -0.00089541623997287806 0.0012684046132189946 -0.0010742279977267774 0.0012412444036284604 -0.0011666761775743553 0.001147981211725462 -0.00078565182253675784 0.00072032633267668674 -0.00089108967276148906 -0.00083510372265101305 -0.0011157845880193304 -0.00098542185711843503 0.0011191721441545365 -0.0012678712205325187 -0.00042653693240296114 0.00012141454040401071 -0.00078919040967104313 0.00019042716597990377 0.0012685231819705611 0.0012687069460453827 -0.0011696335831075171 -0.00090044345666303552 0.00053947406841381473 -0.00015053803289889907 0.00042706994143568101
leaf_weight=0.0017201481752047157 0.0010194070417521841 0.0011076788819415753 0.0012672756152823919 0.00101689221755663 0.0010166654365093555 0.0019310530377567572 0.0016019538302916017 0.0011658599048267595 0.0012947609789062389 0.0014572929946781157 0.0016238776810624245 0.001633302667164215 0.0030044400511743969 0.001702748665991293 0.0018437317316681813 0.0010376445358879485 0.0011243337394954969 0.0012030992615787986 0.0014913987449105539 0.0015657738269680985 0.0011615088738281543 0.0012542567655882122 0.0051380407927261616 0.0011467753919651722 0.0010500003226070484 0.0011891976219544648 0.0011455200081993428 0.0029025153079711378 0.0051167074367139955 0.01326359763792985
leaf_count=113 196 193 232 25 17 298 122 38 38 96 58 88 99 62 71 377 111 48 44 43 38 101 93 87 9 32 27 58 370 726
internal_value=0 -6.37808e-05 -4.27511e-05 -2.20484e-05 -4.72178e-07 1.85673e-05 3.71886e-05 1.61708e-06 2.47241e-05 -5.00224e-06 2.78508e-05 6.3797e-05 9.27223e-05 9.40606e-06 5.22075e-05 -3.34568e-05 2.08457e-05 6.58948e-05 1.51615e-05 6.23244e-05 -0.000659607 0.000152663 0.000420384 0.000392248 0.000284098 0.000158658 -0.000163554 0.000132004 0.000211889 0.000336941
internal_weight=0 0.0624773 0.0613696 0.0603502 0.0590829 0.0580663 0.0570494 0.0554474 0.0542816 0.0529868 0.0515295 0.0495985 0.0479652 0.0375267 0.035824 0.0290621 0.0272183 0.0261807 0.0249776 0.0238532 0.00265291 0.0212003 0.00676192 0.0104384 0.00929167 0.00824167 0.00523723 0.00404804 0.0199461 0.0148294
internal_count=3910 3797 3604 3408 3176 3159 3134 3012 2974 2936 2840 2542 2454 2142 2080 1929 1858 1481 1433 1322 82 1240 151 312 225 216 117 85 1139 769
is_linear=0
shrinkage=0.00126831


Tree=1169
num_leaves=19
num_cat=0
split_feature=14 39 3 3 48 2 484 52 457 13 2 133 43 16 0 15 13 52
split_gain=0.00013482 0.000136244 0.000287293 0.000167301 0.00034072 0.00023636 0.000267641 0.000291439 0.000201778 0.000210667 0.000309475 0.000266363 0.000236836 0.000163528 0.000204009 0.000145804 0.00012841 0.000113563
threshold=0.073890000000000011 0.005105000000000001 -0.015064999999999997 0.16699000000000003 0.12649500000000002 0.12068000000000001 -1.0000000180025095e-35 0.11262000000000001 0.084715000000000013 -0.094679999999999986 0.091525000000000009 0.084760000000000016 -0.074254999999999988 -0.19424999999999998 -0.10131499999999999 -0.031229999999999997 0.0034250000000000005 -0.070004999999999998
decision_type=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 -8 12 16 -14 17 -4 -11 -15
right_child=-2 2 15 -5 -6 -7 7 -9 -10 11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.002125487481550576 -0.0014596825981220863 0.0025377266633985211 0.00099081974872463978 0.001254357226733289 -0.0022184428180493164 0.0017126393977201424 -0.00030807147098480057 -0.0016847095383455905 0.0014028567423858555 0.0016122218170172239 0.0025023630772523044 -0.0021882015694037445 -0.0018664075670022178 -0.00036894728755006362 -0.0012373761371147899 -0.0010001191877370978 -3.4158629439849818e-05 0.0014371359650192901
leaf_weight=0.0010692517647300217 0.0010273384942960364 0.0010548295582445966 0.0012168660730025038 0.0014097510923209702 0.0012631707920864868 0.0011687954477048726 0.0013892874626235648 0.0015706056344620143 0.0018332403824743446 0.0016027632053822469 0.0011888974371174754 0.0010982310933105041 0.0012538273301494467 0.0010619203906898633 0.0017412274595015658 0.0011892386652601053 0.0014991434414527438 0.0012270012636341737
leaf_count=527 135 165 239 156 83 157 89 394 131 164 46 516 69 34 816 45 106 38
internal_value=0 3.63964e-05 0.000778167 -8.9589e-05 -0.000189478 -4.4714e-05 -0.000168932 -3.3665e-05 0.000152952 -3.70102e-05 0.000987925 -0.000315631 -7.03957e-05 -0.000591057 -0.00019428 6.78047e-06 0.00081653 0.000599223
internal_weight=0 0.023838 0.00346093 0.0203771 0.0189674 0.0177042 0.0165354 0.0154661 0.0138955 0.0120623 0.00257818 0.00948411 0.00838588 0.00528398 0.00403015 0.0024061 0.00310191 0.00228892
internal_count=3910 3775 449 3326 3170 3087 2930 2403 2009 1878 135 1743 1227 957 888 284 270 72
is_linear=0
shrinkage=0.00404364


Tree=1170
num_leaves=31
num_cat=0
split_feature=52 160 457 1 484 453 9 4 1374 49 49 39 131 157 3 3 0 12 1 0 151 1213 13 0 49 52 4 3 13 403
split_gain=0.00103707 0.000979576 0.000894615 0.000934552 0.000813106 0.000709458 0.000831404 0.000830695 0.000709925 0.000960091 0.000993909 0.00130147 0.000945486 0.000867794 0.000730241 0.000694713 0.000556796 0.000527628 0.000566878 0.000714279 0.00064743 0.000547975 0.000524184 0.000600888 0.00090699 0.000682712 0.000674655 0.000464913 0.000473351 0.000527427
threshold=-0.51745999999999992 -0.40446999999999994 0.51789000000000007 0.094485000000000013 -0.0043499999999999988 0.091855000000000006 -1.0000000180025095e-35 0.51224500000000017 0.090240000000000015 -0.045004999999999996 0.092185000000000017 0.16168500000000002 0.077860000000000013 -0.0086849999999999983 0.15165000000000003 -0.10315499999999998 -0.10783 -0.0089849999999999982 0.09112000000000002 -0.23029999999999998 -0.090064999999999992 -1.0000000180025095e-35 0.16421000000000002 -0.084304999999999977 -0.084114999999999981 0.078330000000000025 -0.49837999999999999 0.097615000000000021 0.083175000000000013 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=-1 -2 3 4 -3 6 -5 8 9 16 11 12 13 -11 15 -15 -8 -6 19 -19 -21 -22 23 24 -23 -26 -25 28 29 -28
right_child=1 2 -4 5 17 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 21 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0010944006090972706 -0.00086266765810911604 -0.0010119195132655169 -0.0010392029572885318 0.0011954597496101065 -0.00054175833635633497 -0.00075018432293991882 0.00090185070485707065 0.001195372126104704 -0.00079009790300291433 0.00059295260229544474 0.00060035846354894473 0.0010459416437078645 0.00043073351322083832 -8.0801381235518104e-05 0.00036711460610315571 -0.00092937741748064999 2.0904616012028275e-05 0.00077365578904449092 -0.00065745688390187102 -0.00084560843893644283 -0.00063389071465104333 -0.0010306176140451151 -0.00053520899893935887 -0.00052651643520731537 0.00030134305177011026 -0.00076671679238397145 -5.6812066472026082e-05 0.001170037431458556 0.0010224822400208484 0.00065900713751258907
leaf_weight=0.0012843742877761679 0.0018565600044611044 0.0013507692266767615 0.0011167760203534263 0.0012531197593371726 0.002928048985477715 0.001063113002757631 0.0035983853250414199 0.0011322339639532322 0.0011001395025118646 0.0010827659298939816 0.0036852107669798065 0.0012640587374335164 0.0024217664793617652 0.0019136270478856661 0.0010764958582667461 0.0049241996685851523 0.001432916655104143 0.0017742409734182651 0.0017659064594912613 0.0012629931547678544 0.0015986978614247463 0.0012523747599573198 0.0017036984324634288 0.0011081139329753758 0.0044502985911252122 0.0010581207276781912 0.0038110542606566711 0.0011543405307747889 0.0012613240769283607 0.0023938458666243889
leaf_count=275 305 450 17 118 130 31 116 116 32 32 91 5 120 53 32 170 96 22 113 116 457 42 55 40 237 151 410 10 22 46
internal_value=0 -8.58445e-06 1.97619e-05 4.13341e-05 -0.000106594 0.000205942 0.000246789 0.000196484 0.000146217 0.000194353 5.39999e-05 -0.000104753 -0.000232134 -0.000410559 -0.000547851 -0.000691896 0.000650957 -6.21626e-05 -5.06643e-06 4.53981e-05 -1.59703e-05 3.6972e-05 9.5923e-05 0.000161132 -0.000112551 9.61778e-05 0.000351323 0.000464163 0.000355029 0.00021935
internal_weight=0 0.0577952 0.0559386 0.0548219 0.0288738 0.025948 0.0248849 0.0236318 0.0224996 0.0213994 0.0163681 0.0126829 0.0114189 0.00899709 0.00791432 0.00683783 0.0050313 0.0275231 0.024595 0.0228291 0.0210549 0.0197919 0.0181932 0.0164895 0.00676079 0.00550842 0.00972868 0.00862056 0.00746622 0.0062049
internal_count=3910 3635 3330 3313 2301 1012 981 863 747 715 503 412 407 287 255 223 212 1851 1721 1608 1586 1470 1013 958 430 388 528 488 478 456
is_linear=0
shrinkage=0.00119516


Tree=1171
num_leaves=31
num_cat=0
split_feature=52 160 457 1213 158 31 133 1 48 147 47 13 13 484 47 12 42 124 42 483 1429 49 49 151 403 159 403 42 2 151
split_gain=0.00119342 0.00118285 0.00124478 0.00129139 0.00119686 0.00105196 0.00097394 0.000953412 0.000949644 0.000887826 0.000871369 0.000924587 0.00170394 0.00084111 0.00080113 0.000772015 0.000852221 0.000717248 0.000776584 0.000706444 0.00073546 0.000770074 0.000699239 0.00142673 0.000659318 0.0006444 0.000576794 0.000983721 0.000811312 0.000997504
threshold=-0.51745999999999992 -0.40446999999999994 0.51789000000000007 -1.0000000180025095e-35 0.11034000000000001 -1.0000000180025095e-35 -0.26719999999999994 0.10113500000000002 -0.086624999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.065229999999999996 0.097435000000000008 0.10129000000000001 -0.09602999999999999 0.51367000000000018 -0.11145999999999999 0.10018500000000001 -1.0000000180025095e-35 0.27003000000000005 -0.085974999999999982 0.11831500000000002 -1.0000000180025095e-35 0.085280000000000009 0.088015000000000024 -0.088669999999999985 0.086875000000000022 -0.082774999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 17 11 -8 -13 -14 -12 16 -15 18 -10 20 -20 25 23 -18 -24 -22 27 -26 29 -29
right_child=1 2 -4 4 -6 6 7 8 9 -11 14 12 13 15 -16 -17 22 -19 19 -21 21 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0011467281884436895 -0.00098343350568741265 -0.00080552687358587019 -0.0011097487991462269 0.0012941268647459541 -0.0011798169395653116 -0.0010561030966013921 -0.0010228142860194041 -0.00074371920886095327 -0.00072976058556720755 0.0012939330313517646 -0.0011944010130193771 0.0012282853985540491 -0.0010461670605184411 -0.00093803229845984017 0.00012874834891531589 -0.0007981655110272987 -0.00094762320247168252 0.0012942345123335814 -0.00068939336191347982 -0.00060575006853369083 0.0004196662980713711 -0.00063961682919397766 -0.00075239672878939072 0.00089400038439252773 0.0012132504076578104 0.0012281259349826909 -0.0004777334572391466 0.00079112844201362307 0.00044230840197949963 -0.00045319388946148543
leaf_weight=0.0016139793865646004 0.0020758764206549865 0.0029208654357366628 0.0016275429543384226 0.0012097373269899228 0.001248368060177806 0.0012461267931602729 0.0013371725788147151 0.0013626488834574948 0.0012974275313979424 0.0016103277802876894 0.001950553916113317 0.0020094884539503246 0.0012387357293448522 0.0012688571290326847 0.0012609043524207664 0.0017168275450671891 0.0023699855605201483 0.0011368428895366369 0.0010112166905855693 0.0013147803701940566 0.012586025011970037 0.0010156940703325299 0.0010831202338961168 0.001001558744974318 0.0019555406815925372 0.0018989862123568466 0.0015470016615726214 0.0014279825202052621 0.011702201746247809 0.0044018193834198796
leaf_count=275 305 555 17 110 128 185 12 24 20 79 81 10 265 87 104 128 69 6 8 39 322 31 359 7 13 139 58 33 273 168
internal_value=0 -2.15157e-05 7.95403e-06 3.54618e-05 7.4323e-05 9.95907e-05 7.58042e-05 9.95078e-05 0.00030411 0.000369393 -3.15505e-05 3.09439e-05 7.53612e-05 -2.60935e-06 -0.000674897 4.27883e-05 9.67448e-05 0.000295911 0.000236565 0.000306894 0.000379565 0.0004493 0.000148256 -0.000400546 0.000231914 0.000525655 0.000282598 0.000342957 0.000245883 -0.000148403
internal_weight=0 0.0698342 0.0677583 0.0661308 0.0632099 0.0619616 0.0607518 0.0595057 0.0232339 0.0218713 0.0362718 0.0330603 0.0317231 0.0297136 0.00321146 0.0284749 0.0267581 0.020261 0.0191241 0.0178267 0.0165119 0.0155007 0.0254892 0.00337154 0.0221177 0.014485 0.0210345 0.0194875 0.017532 0.0058298
internal_count=3910 3635 3330 3313 2758 2630 2520 2335 668 644 1667 1482 1470 1460 185 1195 1067 565 559 539 500 492 980 76 904 461 545 487 474 201
is_linear=0
shrinkage=0.00129368


Tree=1172
num_leaves=18
num_cat=0
split_feature=1 2 2 4 3 15 48 52 133 3 151 3 0 151 2 3 2
split_gain=0.000142716 0.000190902 0.000242553 0.000285659 0.000164231 0.000256219 0.000416671 0.000262419 0.000197206 0.000305424 0.000176909 0.000157 0.000266794 0.000214744 0.000473161 0.000261844 6.72783e-05
threshold=0.094485000000000013 0.14073000000000005 -1.0000000180025095e-35 -0.032604999999999995 -0.115685 -0.0058549999999999991 0.08407000000000002 0.086950000000000013 0.083815000000000014 -0.078884999999999997 -0.024429999999999997 0.12046500000000002 -0.19631499999999999 -0.0008699999999999999 0.090695000000000012 -0.074234999999999982 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 16 6 -6 8 9 -7 -8 13 -13 -5 15 -15 -1
right_child=1 -3 3 11 5 7 10 -9 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=9.1984810255259553e-05 0.0016843063733133158 0.0020221834670080775 -0.0020503803552906446 -0.00096228162441302253 -0.0033465289911878966 -0.0019247546633284491 0.00036690764351450744 -0.001434694140058086 0.0017818885572600317 0.00089651683496574518 -0.0016840455563936572 -0.0023295870729621755 0.00060478673473570214 0.0010607815112710414 0.0026514649575248013 -0.0014880542115918809 0.0014289459348746588
leaf_weight=0.0019472079214477031 0.0015485287646866139 0.0010472733680336752 0.0011777167707756062 0.0013453528655253981 0.0013011848841850424 0.0010527325002380192 0.001755508068272349 0.0016775103870716179 0.0014649202050126542 0.0019137057212257318 0.0012923237871018123 0.0010495493989579607 0.0011484701442074918 0.0015534359958673276 0.001778571182539046 0.0013190889021905631 0.0010125841910451072
leaf_count=205 210 179 267 131 783 410 111 589 195 157 249 37 59 83 150 71 24
internal_value=0 0.000306398 0.000141857 -0.000112995 -0.000325511 -0.000573122 -0.00135356 -1.7511e-05 0.00051897 -0.000104699 -0.000502726 0.000165447 -0.00079637 0.000518005 0.000946185 -0.000109666 0.000549377
internal_weight=0 0.011968 0.0109207 0.00937219 0.0134177 0.0104579 0.00434902 0.00610887 0.00443136 0.00296644 0.00304783 0.00819447 0.00219802 0.00599645 0.0046511 0.00287252 0.00295979
internal_count=3910 1187 1008 798 2723 2494 1143 1351 762 567 360 531 96 435 304 154 229
is_linear=0
shrinkage=0.004207


Tree=1173
num_leaves=20
num_cat=0
split_feature=41 1 12 43 42 160 52 13 52 4 12 160 13 3 0 15 0 2 4
split_gain=0.000157277 0.000162468 0.000181109 0.000301816 0.000219018 0.000275027 0.000190681 0.000193116 0.000233623 0.000275451 0.000141015 0.000246613 0.000256958 0.000175129 0.000145942 0.000213879 0.000128278 0.000119941 6.11334e-05
threshold=0.078535000000000008 0.10113500000000002 0.10214500000000001 -0.17307499999999998 0.086325000000000013 0.090735000000000024 0.086950000000000013 -0.011209999999999999 -0.082554999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.079234999999999986 -0.073799999999999991 0.12046500000000002 -0.17106499999999999 -0.053579999999999996 -0.074904999999999985 0.089910000000000004 -0.078484999999999985
decision_type=2 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 17 -9 18 16 -12 -13 14 -14 -16 -3 -5 -10
right_child=-2 10 -4 4 -6 -7 -8 8 9 -11 11 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.0013370167441259296 -0.0010629259132337563 0.00027920669533719212 -0.0014586402299135697 0.00051482506303526777 -0.001290980300958623 -0.0015847609149501648 -0.00093857420357806691 -0.0013845283762700374 0.00063727206166875152 -0.00074096823621608591 -0.0010978751863572605 0.0020234594567372652 0.0016072977042796627 -0.00090934864431956497 0.001023990207048267 -0.0010019793942270107 0.0019414442809508907 0.0020409184310738416 0.0018136626649294261
leaf_weight=0.0015475841971328572 0.0015541725305002743 0.0010036964590896535 0.0011637200921875849 0.0013459607647209907 0.0019402261891704473 0.0011627982970734427 0.001459782672424581 0.0010719869876869596 0.0010184745678695232 0.0013757578292979888 0.0014133407951844035 0.0010161832218833489 0.0010396268031254152 0.0013002202114407169 0.0012936043604780956 0.0011070746462338299 0.0011297661413968152 0.0010491584456299163 0.0010045315047856537
leaf_count=94 195 184 309 371 949 156 324 173 201 64 104 120 49 50 115 140 165 84 63
internal_value=0 4.85298e-05 -0.000179947 -6.52731e-05 -0.00025516 -4.3353e-05 0.000171927 0.000408035 -7.30584e-06 0.000427077 0.000395782 0.000168554 0.000479478 0.000148509 0.000548312 8.9713e-05 0.00115944 0.00118332 0.00122141
internal_weight=0 0.0234435 0.01414 0.0129763 0.0114287 0.00948845 0.00832565 0.00686587 0.00447075 0.00339876 0.00930351 0.00717005 0.00575671 0.00474053 0.00344031 0.00240068 0.00213346 0.00239512 0.00202301
internal_count=3910 3715 2788 2479 2385 1436 1280 956 501 328 927 578 474 354 304 255 349 455 264
is_linear=0
shrinkage=0.00338353


Tree=1174
num_leaves=21
num_cat=0
split_feature=14 157 453 16 49 124 43 16 43 3 1 16 1 160 13 0 0 0 0 1
split_gain=0.000132476 0.00012848 0.000167181 0.000151035 0.000300592 0.000206637 0.000210878 0.000254196 0.000179797 0.000163107 0.000275974 0.000297962 0.000192745 0.000160799 0.000244844 0.000156829 0.000287624 0.000151378 0.000136623 7.90958e-05
threshold=0.073890000000000011 -0.077534999999999979 1.0000000180025095e-35 -0.50585499999999983 0.13906000000000002 0.08919500000000001 -0.073139999999999983 0.032820000000000009 0.098320000000000005 -0.089604999999999976 0.094485000000000013 -0.088144999999999987 0.11215000000000001 -1.0000000180025095e-35 -0.083514999999999992 -0.077944999999999987 -0.053834999999999994 0.047345000000000005 -0.11524 0.10678000000000001
decision_type=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 19 5 6 13 8 9 -8 11 -11 -12 -5 -15 -16 -17 -9 -1 -3
right_child=-2 2 -4 4 -6 -7 7 17 -10 10 12 -13 -14 14 15 16 -18 -19 -20 -21
leaf_value=0.0017005784660063016 -0.0013196908265050585 0.0015580689145593106 -0.0014677536940822032 -0.001064521441968025 0.0018154372528218681 0.0013050237521312568 0.0011119991676483017 -0.0025628981132282611 -0.0017219317635116451 -0.00017657986436025411 0.0014419597067905855 -0.0026996152561136349 -0.00055558125785357538 0.0021168208070493368 -0.00088852733087958107 0.001911701809532234 -0.00055521687445711531 -0.00074220087628757022 -0.00011273836382408419 0.0001662798122661541
leaf_weight=0.0012153912421695168 0.0010088714501398357 0.0012062135112786932 0.0010631668974261368 0.0010616974142786395 0.0010483121126600983 0.0011347283636025099 0.0012474254522987166 0.0012407413686815749 0.0010347711121317937 0.0015382071506778944 0.0013481434012398985 0.0010608646265396673 0.0012475166847916719 0.0010082071346282362 0.0014027905161411724 0.0012272096209364758 0.0013113993076121168 0.0012097834563575272 0.0010293784070605208 0.0010032602209267827
leaf_count=41 135 107 92 382 103 55 162 242 247 252 93 591 112 124 254 151 125 122 402 118
internal_value=0 3.54884e-05 -5.19715e-05 2.20629e-05 -8.81601e-05 -0.000205041 -0.000312547 -0.000640359 -0.00030485 -7.72311e-05 -0.000362804 -0.00120641 0.000481909 0.000228823 0.000506247 9.42635e-05 0.000637336 -0.00166405 0.00086905 0.000926096
internal_weight=0 0.0236392 0.0213944 0.0203313 0.0181218 0.0170735 0.0159388 0.00992745 0.00747693 0.00644216 0.00519473 0.00259907 0.00259566 0.0060113 0.00494961 0.0039414 0.00253861 0.00245052 0.00224477 0.00220947
internal_count=3910 3775 3332 3240 3015 2912 2857 1821 1457 1210 1048 843 205 1036 654 530 276 364 443 225
is_linear=0
shrinkage=0.00366245


Tree=1175
num_leaves=31
num_cat=0
split_feature=31 160 1213 1 47 48 3 1348 14 484 0 1374 0 0 48 42 42 12 3 12 4 16 43 49 0 0 40 43 0 3
split_gain=0.000804019 0.000539539 0.00051118 0.000422279 0.000495777 0.000764512 0.0005105 0.000496003 0.000661289 0.000449896 0.00045656 0.000911921 0.000600664 0.000435705 0.000418103 0.000366131 0.000349507 0.000417736 0.000432875 0.000580641 0.000348647 0.000338233 0.000342044 0.000305284 0.000209907 0.000603457 0.000526124 0.00014412 9.91501e-05 4.94076e-05
threshold=-1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 0.12730000000000002 0.087850000000000025 0.10115500000000001 -0.075404999999999986 0.088030000000000011 0.073890000000000011 -0.0043499999999999988 -0.23029999999999998 -0.094679999999999986 -0.15517999999999996 -0.10783 0.084500000000000006 -0.09602999999999999 0.091955000000000023 0.086865000000000012 -0.010319999999999998 0.080120000000000011 0.053925000000000008 0.31524000000000002 -0.079109999999999986 0.10251500000000001 -0.071924999999999989 -0.13506999999999997 0.028705000000000001 0.0047600000000000012 -0.13870499999999999 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 11 -11 14 20 -12 -15 17 18 19 -17 -14 22 -19 -7 25 -5 -26 29 -22 -24
right_child=1 2 3 24 5 23 -8 -9 -10 10 12 -13 13 15 -16 16 -18 21 -20 -21 28 -23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0010680446556787055 -0.00087521971289460944 -0.00071685757261775247 -0.00061002551695483163 -0.00011299431696270287 -0.00025276627016272235 -0.00028183830934229209 -0.0012819539649062332 0.00092857023196270358 -0.0010243320733594745 -0.00037329069186658336 -1.8943806288629526e-05 0.0010942115341172217 0.0009361379702469703 -0.00069250224748626998 -0.0011088663134548077 0.00061630575913701317 -0.00049271298563586532 5.0676607054899764e-05 -0.00083926306140098914 -0.00042890851492784785 -0.00016934073767556308 -0.0001995961253507953 0.0007626004337244292 0.00065927996178462604 -0.0003528686598916931 0.0012443824205953791 0.00079437219425346239 0.00040663852006936769 0.00041265089690514274 0.0011680671147681085
leaf_weight=0.0011340508320419876 0.0013608647874293603 0.0018063035849938949 0.0017899309300241075 0.001018206461027571 0.0015523237964826797 0.0012670072907901009 0.0018267132646375131 0.0010084961969680775 0.0010826906838152786 0.0011791627307502495 0.0011370025021886143 0.0019676687732896802 0.0016781962487692923 0.0012685618564361985 0.0013293422275637568 0.0017537973393828565 0.0017983779780046403 0.0018640471031585717 0.0012270055605317076 0.0019593525648948784 0.0010110588242229213 0.0015367828770291858 0.0010315556427702354 0.0011403067379154308 0.0017112153527470966 0.0012964021085846156 0.0011732578475438515 0.0012830721046649396 0.0010278691114073979 0.0010620194010426773
leaf_count=113 305 560 437 52 140 76 90 36 87 14 38 44 104 132 30 94 313 146 100 223 29 110 153 51 146 68 12 124 61 22
internal_value=0 -5.7878e-05 -3.06078e-05 1.19135e-06 -5.26872e-05 -0.000404304 -0.000809147 1.99868e-05 -1.39661e-05 2.82622e-05 7.56392e-05 0.000544317 5.3011e-06 8.68437e-05 -0.000606404 -1.46913e-05 4.89254e-05 0.000132054 -0.00015977 6.47678e-05 0.000490691 0.000344767 0.000504396 0.000163955 0.000351281 0.000647266 0.000113771 0.000754868 0.000124054 0.000968284
internal_weight=0 0.0421486 0.0407877 0.0389814 0.0337823 0.00578635 0.00337904 0.027996 0.0269875 0.0259048 0.0241149 0.00314683 0.020968 0.0185017 0.00246634 0.0147846 0.013516 0.0117176 0.00494016 0.00371315 0.00371712 0.00677748 0.00524069 0.00240731 0.00519908 0.00231461 0.00288447 0.00337665 0.00203893 0.00209358
internal_count=3910 3797 3492 2932 2654 357 230 2297 2261 2174 1737 58 1679 1611 68 1417 1285 972 417 317 194 555 445 127 278 120 158 299 90 175
is_linear=0
shrinkage=0.00131955


Tree=1176
num_leaves=20
num_cat=0
split_feature=41 158 50 159 52 13 3 1 0 52 47 52 16 48 3 16 2 3 3
split_gain=0.000129115 0.000157738 0.00015737 0.000245331 0.000320633 0.000275201 0.000215974 0.00023772 0.000157263 0.000157224 0.000202419 0.000144615 0.000232657 0.000136622 0.000174018 0.000131433 0.000125315 8.64957e-05 7.36428e-06
threshold=0.078535000000000008 0.085745000000000002 0.10119500000000002 -0.089309999999999987 0.11401500000000002 -0.094679999999999986 0.12046500000000002 0.10285500000000002 -0.084304999999999977 -0.24456499999999998 0.09023500000000001 -0.11271999999999999 0.0015250000000000001 0.086215000000000014 0.0048550000000000008 -0.15595499999999998 0.088055000000000008 -0.084014999999999992 -0.091594999999999982
decision_type=2 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 11 15 -9 -11 -7 13 14 16 -5 17 -13 -14
right_child=-2 -3 -4 4 -6 6 -8 9 -10 10 -12 12 18 -15 -16 -17 -18 -19 -20
leaf_value=0.0021407993691852705 -0.0012018183933171288 -0.0013393045449225838 -0.0012324678470271638 0.0015046711052107667 -0.0019042745453889381 -0.0016759329562991703 -0.0017642464532729417 -4.1583597790021197e-05 0.0023157477209161787 0.0027934869487757888 0.00028992127164996739 0.00081259852565014482 0.00096692953146506602 -0.0016583018938224384 0.0013064525995439373 -0.00055132852278306501 -0.0015526898447825446 -0.00082934575708720119 0.001476333037678978
leaf_weight=0.0011314150578552442 0.0015390935270033204 0.0013483555014411055 0.0013770442904470206 0.0012047436569964098 0.0012858537768952729 0.0010560451954550994 0.0011282509764924944 0.001461106189118766 0.0015392518418966767 0.0013309892776388341 0.0010017943485074454 0.0012214987969866838 0.0010072447837963239 0.001268558975776421 0.0011689229336013796 0.0010130523808111191 0.0013907692430863428 0.001061114067014964 0.0010019148369109221
leaf_count=182 195 385 439 69 192 335 54 129 69 257 39 430 46 168 45 124 391 288 73
internal_value=0 5.68029e-05 0.000143754 0.000237236 0.000124718 0.000270837 1.21424e-06 0.000154791 0.00128259 0.00104056 0.00171835 -0.000211436 -2.09719e-05 -0.000429299 -0.000107332 0.000565525 -0.000557218 4.93109e-05 0.00122096
internal_weight=0 0.0229979 0.0216496 0.0202725 0.0191411 0.0178553 0.0140982 0.01297 0.00375705 0.00379389 0.00233278 0.00917607 0.00812002 0.00611086 0.00484231 0.0022178 0.00367338 0.00228261 0.00200916
internal_count=3910 3715 3330 2891 2709 2517 2255 2201 262 425 296 1776 1441 1322 1154 193 1109 718 119
is_linear=0
shrinkage=0.004207


Tree=1177
num_leaves=19
num_cat=0
split_feature=15 158 14 41 457 39 157 159 15 4 15 1 3 52 49 1 52 133
split_gain=0.000128194 0.000182381 0.000173538 0.000154838 0.000167618 0.000128224 0.000172082 0.000199167 0.00020829 0.000224801 0.00019779 0.00043342 0.000239927 0.000157278 0.000146868 0.000154773 0.000133316 0.00020316
threshold=-0.24219999999999997 0.084965000000000027 -0.45687499999999998 0.078535000000000008 -0.066264999999999991 -1.0000000180025095e-35 -0.082104999999999984 0.073745000000000019 -0.11739999999999999 0.22584000000000001 -1.0000000180025095e-35 0.090540000000000023 -0.089974999999999986 0.091715000000000005 -0.047309999999999998 0.095575000000000007 0.084240000000000023 0.083815000000000014
decision_type=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 -8 10 13 12 -12 14 -10 -16 17 -14
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 11 -13 16 -15 15 -17 -18 -19
leaf_value=-0.00023733863105815191 -0.0012540410268964254 -0.0015687397556681511 0.0020738238744060743 -0.0014252214216258095 -0.001179897687762145 -0.001355465428236479 -0.001545112687014653 0.0018239790672754219 0.0012819902553996944 0.0019870782063672048 -0.00096252219347424362 -0.0025718717033265661 0.00024599150111261 0.0019553621704730983 -0.0014041005699750512 0.00053201765542452875 -0.00024996047274059984 0.0027251601555383816
leaf_weight=0.0010521834692929222 0.0014501969425857455 0.0013183438449927412 0.0010729171603294776 0.0012040167176089458 0.0010749508931149334 0.001014021418907606 0.0010137147829747751 0.0013917262174070735 0.0017851737280882851 0.0012527550055283507 0.0019053078154274107 0.0011341250201672981 0.001129828464621745 0.0013120555765382957 0.0010802809094694289 0.0018000307188117404 0.0011961857883006632 0.0010360973950578334
leaf_count=80 266 346 237 151 53 259 165 237 135 101 267 306 200 142 288 83 511 83
internal_value=0 -0.000110294 0.000929517 -1.77678e-05 6.87953e-05 0.000174629 0.000260022 0.000362167 0.000223255 0.000354758 0.000189568 -0.000304343 0.000183877 0.000718514 0.00037068 -0.000194137 0.000833542 0.00143193
internal_weight=0 0.0220988 0.0021251 0.0207805 0.0195765 0.0181263 0.0170513 0.0160373 0.0146456 0.0136318 0.0123791 0.00640154 0.00526742 0.00597754 0.00466549 0.00288031 0.00336211 0.00216593
internal_count=3910 3593 317 3247 3096 2830 2777 2518 2281 2116 2015 1367 1061 648 506 371 794 283
is_linear=0
shrinkage=0.00404364


Tree=1178
num_leaves=19
num_cat=0
split_feature=147 11 52 2 3 124 0 52 150 159 484 15 4 0 2 13 0 13
split_gain=0.000125718 0.000225344 0.000182101 0.000247787 0.00033184 0.000200373 0.00019391 0.000183842 0.000175608 0.000214674 0.000198558 0.000201523 0.000237002 0.000204708 0.000148312 0.000193374 0.0001357 8.65982e-05
threshold=0.090245000000000006 0.087830000000000005 0.28122000000000008 0.114165 0.11818000000000002 -0.082254999999999981 -0.23029999999999998 -0.069134999999999988 0.085285000000000014 0.09141500000000001 0.085515000000000022 -0.10981499999999998 0.15045000000000003 -0.10209999999999998 0.10325000000000002 0.0024700000000000004 -0.077944999999999987 -0.0030249999999999995
decision_type=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 -8 13 -13 15 16 17 -15
right_child=-2 -3 -4 4 -6 6 8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0018330797309451896 0.0014748094376723264 -0.0020973236092020221 -0.0016001136447366289 0.0028613323910117085 -9.4905889301183841e-05 -0.00027063920400849281 -0.0021140007556627208 0.002421010868043839 -0.0021764599710955576 -0.0020687492946332348 0.0018132846326497525 -0.0019551259678268051 0.0018624512982366916 -0.00065792864694206731 -0.0015052489070442512 -0.0011575332377812347 0.0016554093050399577 0.0010794817964499173
leaf_weight=0.0010464882648002485 0.0011133833305110299 0.0011060110383191981 0.0013649944957896667 0.0014808432941011964 0.0016814944091297912 0.0010601030122252553 0.0010953747974849328 0.0010448256329205147 0.0010851500141788586 0.001242406809587566 0.001048148866464386 0.001335553657162313 0.0011760012011743379 0.0014648553257531052 0.0011502987768639006 0.0014538099975337504 0.0019487913086454044 0.0010017347691764211
leaf_count=167 139 151 352 326 152 32 199 45 196 253 138 125 48 851 114 231 314 77
internal_value=0 -9.23315e-05 9.94963e-06 0.000118127 0.00128943 -9.78071e-05 -0.000223258 0.00106542 -0.000416984 -0.000269171 -7.76602e-05 -0.000264176 -5.15808e-05 -0.000320987 -1.00702e-05 0.000282969 0.000757269 4.76707e-05
internal_weight=0 0.0227869 0.0216809 0.0203159 0.00316234 0.0171535 0.0161071 0.00210493 0.0140021 0.012917 0.0116746 0.0106264 0.00953105 0.00835504 0.00701949 0.00586919 0.00441538 0.00246659
internal_count=3910 3771 3620 3268 478 2790 2623 77 2546 2350 2097 1959 1760 1712 1587 1473 1242 928
is_linear=0
shrinkage=0.00455379


Tree=1179
num_leaves=31
num_cat=0
split_feature=52 1213 133 453 31 1348 14 1456 375 133 2 123 159 2 2 0 43 3 12 0 13 133 3 0 457 52 13 51 160 457
split_gain=0.00106065 0.000918998 0.000837822 0.000833286 0.00106018 0.00107334 0.00108238 0.000806694 0.000737745 0.000675762 0.000607182 0.000962562 0.000732538 0.000774801 0.000700882 0.00102246 0.00102542 0.00110189 0.000699871 0.000687171 0.000630653 0.000933495 0.00108311 0.00128668 0.000826094 0.000626501 0.000655198 0.000504905 0.000609984 0.000589794
threshold=-0.51745999999999992 -0.082704999999999987 -0.26719999999999994 0.096095000000000014 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.083605000000000013 -0.17468499999999998 0.086650000000000019 0.083855000000000013 -0.034019999999999988 0.11635500000000001 0.085255000000000011 -0.12329499999999999 -0.074254999999999988 -0.089604999999999976 -0.12394999999999999 -0.083564999999999987 -0.26418499999999995 0.094185000000000005 -0.115685 -0.052874999999999998 -0.068264999999999978 0.084240000000000023 -0.0024749999999999993 -0.070859999999999992 0.093550000000000008 0.31089000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 14 12 13 -12 15 -11 25 19 -14 -18 -20 22 -22 24 -24 26 -17 -26 -29 -30
right_child=1 2 3 -5 5 -7 -8 8 -10 10 11 -13 18 -15 -16 16 17 -19 20 -21 21 -23 23 -25 27 -27 -28 28 29 -31
leaf_value=-0.0012692887365912335 -0.0012684566186221707 -0.0012024565875430203 0.0014006984813618813 -0.0011022666613427724 -0.00089999009809402621 0.0013667638060337372 -0.0011991689332520588 0.001080483360123279 -0.0011065665209823348 0.00092107084413488327 -0.0014004450027027776 0.0010039301629467189 -0.00086869808951515462 0.00011630786534350189 -0.0009204876855678218 0.00093076927641092607 -0.00083027275380469321 -0.0012470316631097347 0.00080030174304071794 0.00065998388568956992 0.00085160126047918944 -0.0009156132850201517 -0.00070683793307850062 -0.0009940265455682662 -0.00041881953656266563 -0.00069499985222667927 -8.4922195623629015e-05 0.00066054241762982966 -0.00095099515162568721 0.00039863414539362279
leaf_weight=0.0013381683131734592 0.0011126330211551618 0.0010840986567988145 0.0011430538614676236 0.0012233774475021155 0.0017228709429081271 0.0011651517886486209 0.0014172624506949552 0.001340133212973881 0.0010145374986887381 0.0018729670550783348 0.0012354746015219567 0.0025809410425381421 0.0011830885247272596 0.0014188353611199744 0.0020353109860800087 0.0024435027906319906 0.0010486847712979919 0.0028154261092641041 0.0033313722877004173 0.0014396769918754177 0.0042545943165745856 0.0015115424068797836 0.0016827736100957233 0.0020010125195817638 0.0014884519737439214 0.0012518246918755693 0.002539895338518507 0.0074625947335871107 0.0010279548570535368 0.0016606465769655188
leaf_count=275 354 219 112 36 275 46 101 39 39 32 162 154 42 40 136 137 43 389 72 62 108 257 79 103 99 85 65 280 57 12
internal_value=0 -8.17995e-06 1.66835e-05 4.05779e-05 6.64263e-05 3.76209e-05 7.71337e-06 4.16754e-05 7.50292e-05 0.000100199 7.18173e-05 0.000185327 0.000110561 -0.00058968 -0.000154796 -3.85995e-05 -0.000194369 -0.000646982 0.000183153 3.19364e-05 0.000234111 0.000144673 0.000226534 5.29823e-05 0.000210242 0.000190631 0.0004131 0.000342826 0.000454505 -0.000117381
internal_weight=0 0.0575097 0.0563971 0.055313 0.0540896 0.0529465 0.0517814 0.0503641 0.0486412 0.0476267 0.0462866 0.0308393 0.0282583 0.00265431 0.0154473 0.013412 0.011539 0.00530379 0.025604 0.00248836 0.0244209 0.0210896 0.019578 0.0153234 0.0133224 0.00623522 0.0049834 0.0116396 0.0101512 0.0026886
internal_count=3910 3635 3281 3062 3026 2914 2868 2767 2492 2453 2414 1465 1311 202 949 813 781 494 1109 105 1067 995 738 630 527 287 202 448 349 69
is_linear=0
shrinkage=0.00140032


Tree=1180
num_leaves=31
num_cat=0
split_feature=52 133 31 1456 1213 133 453 376 376 1374 1 2 42 4 475 52 15 151 2 52 3 4 4 3 1 16 3 0 14 15
split_gain=0.0010134 0.00100588 0.000809342 0.000699921 0.00069377 0.000691596 0.00064509 0.000592784 0.000834009 0.000697667 0.000731061 0.00058933 0.000893439 0.000854207 0.000797853 0.000799644 0.00092346 0.000891995 0.000644365 0.00060033 0.000462098 0.000419913 0.000406173 0.000381144 0.000423336 0.000365129 0.000361618 0.000346332 0.000635682 0.00043034
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.089535000000000017 0.11605500000000001 0.088415000000000007 0.09309000000000002 0.11368000000000002 0.086650000000000019 -1.0000000180025095e-35 -0.0017649999999999999 -1.0000000180025095e-35 0.11401500000000002 -0.035939999999999993 -0.084084999999999979 0.11230000000000001 -0.053514999999999993 -0.089974999999999986 -0.0017649999999999999 0.26048500000000002 -0.088024999999999978 0.095825000000000007 -0.071799999999999989 0.084925000000000014 -0.11756999999999999 -0.23083499999999998 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 -2 -3 21 -5 -6 7 8 9 10 11 13 19 20 -14 17 -17 -16 -19 -13 -7 -4 -15 -22 26 -20 -25 28 -12 -29
right_child=1 2 3 4 5 6 -8 -9 -10 -11 27 12 14 22 15 16 -18 18 25 -21 23 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0012425368031477721 -0.0012528430016315554 0.0011029197729203375 -0.0013729358537960372 -0.00074871137655591849 0.0010923600555285107 -0.00052164434953232857 -0.00096161987852278234 -0.00095110603882492489 0.0013097350411278418 -0.00099762452365824189 -0.00077535688125641598 2.2709482465599016e-05 -0.00060815796679053089 -0.0010825063745399735 -0.00043077948271187639 0.00048745484941307949 -0.0011772325291855147 0.00071662415905261257 -0.00038928866211800252 -0.0012905251761456851 0.0009721417094732327 -0.00014467511672889687 -0.00012633212232875847 -0.0007331675005608114 0.00079299335460566512 0.00052473789483806091 0.00033550948689787624 0.00093249251770711051 0.00060075642603448268 1.0011643002843808e-05
leaf_weight=0.0012416640852699326 0.0011591122386330746 0.0013165568175234057 0.0010575393011138523 0.0019856129232388988 0.0012377819530406944 0.0019150851070237618 0.0011527185177335744 0.0010291936658513015 0.0010533729166619646 0.0011167970184704492 0.00100943263164055 0.0013444738420194113 0.0019285255778882507 0.0025882218078283614 0.0019788575294210622 0.0011794336711077325 0.0013435041143443618 0.010768755762186721 0.0018167784083473748 0.0012813748694381335 0.0011332092815745654 0.0010410061595698119 0.0012377405583587908 0.0013458410248343711 0.0010264282366136968 0.0015069935099285567 0.0010722232316453528 0.0037299163940731619 0.0016951449970354915 0.0012802854930669127
leaf_count=275 229 113 210 529 42 148 48 27 30 56 14 101 195 131 88 51 116 293 46 211 29 119 26 334 68 43 21 200 87 30
internal_value=0 1.20867e-05 4.01894e-05 1.26776e-05 4.60907e-05 7.98324e-05 5.23084e-05 7.8643e-05 0.000103089 7.30404e-05 0.000102075 1.4254e-05 0.000135885 -0.000258609 0.00023236 0.000319535 -0.000399017 0.000432335 0.000553533 -0.000618129 4.46051e-05 -0.000763644 -0.000773174 0.000281496 5.42794e-05 2.51297e-05 -0.000259292 0.000483051 8.71481e-05 0.000696766
internal_weight=0 0.0533319 0.0521728 0.0508562 0.0487577 0.0467721 0.0455343 0.0443816 0.0433524 0.042299 0.0411822 0.0334674 0.0231487 0.0103187 0.0205228 0.0185943 0.00252294 0.0160714 0.0140925 0.00262585 0.00649279 0.00209855 0.00382596 0.0045777 0.00344449 0.00332377 0.00241806 0.00771478 0.00270458 0.0050102
internal_count=3910 3635 3406 3293 2964 2435 2393 2345 2318 2288 2232 1901 1144 757 832 637 167 470 382 312 600 329 157 452 423 89 355 331 101 230
is_linear=0
shrinkage=0.00137286


Tree=1181
num_leaves=31
num_cat=0
split_feature=31 52 133 457 124 42 123 158 401 1374 1 453 0 52 49 38 3 147 52 9 156 52 484 48 15 15 15 160 13 3
split_gain=0.00125285 0.00110632 0.00106513 0.00104524 0.00119725 0.00141868 0.00122288 0.00110924 0.00104776 0.00103594 0.00103381 0.00102964 0.00101966 0.000947541 0.00105864 0.00093446 0.00094051 0.000930711 0.000925358 0.00105991 0.000914745 0.00111873 0.00187036 0.00136466 0.000998529 0.00124469 0.00116979 0.000833448 0.000811553 0.000754937
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.51789000000000007 0.51367000000000018 -0.26552999999999999 0.106035 0.11136500000000001 0.10072000000000002 0.09309000000000002 0.085110000000000005 0.10963500000000002 -0.084074999999999997 0.078330000000000025 -0.084114999999999981 0.11408000000000001 0.16699000000000003 0.085900000000000018 0.28122000000000008 0.083710000000000021 0.086635000000000004 0.024145000000000003 -0.0043499999999999988 0.12862000000000004 -0.15202999999999997 -0.095799999999999982 -0.106555 -0.082109999999999975 0.0015650000000000002 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 15 13 14 -7 16 17 18 19 20 21 22 -12 24 -24 26 -26 -16 -27 -29
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 27 -17 -18 -19 -20 -21 -22 -23 23 -25 25 28 -28 29 -30 -31
leaf_value=0.0012044693934771089 -0.0012937994694021161 -0.0012277170781733733 -0.0014864759620500476 -0.0012761668811000072 0.0012565501597707645 -0.0014861951292922367 0.0014666024218391149 -0.0014461045444497541 -0.0014151952752084701 -0.0011291165573122227 -0.0014183560872750101 -0.0012604881151615207 6.4534013637721732e-05 -0.0014862610552749463 -0.0011400300771093178 -0.0011568144662900677 0.0012321404693738688 0.00097506775473180693 -0.00079361955195607977 -0.000760434782917078 -0.00049177577830151196 0.001164463228700095 0.001421355645003625 -0.0012354757900964405 0.00045377682094521862 0.0008655822820406166 -0.00092760391101381022 -0.00010539301647180555 -0.00031058262688929352 0.0012464945647869242
leaf_weight=0.0017513516011578014 0.0015887586621468044 0.0016333460011450631 0.0014254749290145688 0.0014220717116586448 0.0016631636983674971 0.0014057427596334557 0.0012518231708380503 0.0011763238580366755 0.0011206881430478868 0.0016489706090307968 0.0013547615678186622 0.0010101580643322441 0.016188586174940685 0.0018955463370904377 0.0012783577177031278 0.0010001045841931946 0.0022390279998272247 0.0033998217832280622 0.0021119924539618742 0.0022168870633194606 0.0028057010058724066 0.0036290751293961412 0.0022250078679641903 0.0010722616231646489 0.002798006456771418 0.0080488319592291399 0.0026226264974411511 0.0040603405310459719 0.0015440083984099582 0.0011764982384079303
leaf_count=113 275 229 18 17 13 43 63 146 192 63 56 16 728 372 165 17 122 104 133 81 98 77 57 20 19 259 31 295 71 17
internal_value=0 -6.66102e-05 -4.07607e-05 -1.4488e-05 1.03041e-05 -1.90101e-05 1.11833e-05 -1.55982e-05 9.57253e-06 3.38638e-05 6.37892e-05 0.000219768 -0.000164605 -0.000542484 -0.00031663 0.000260107 0.000299396 0.000237661 0.000155271 0.000226043 0.000309831 0.00040638 0.000266484 0.00039114 0.000492319 0.000354635 -0.000214567 -6.42804e-05 0.000676274 0.000198319
internal_weight=0 0.077014 0.0754252 0.0737919 0.0723698 0.0707066 0.0692811 0.0680293 0.066853 0.0657323 0.0640833 0.0380783 0.0260051 0.00981649 0.00792094 0.0370681 0.036068 0.033829 0.0304292 0.0283172 0.0261003 0.0232946 0.0196655 0.0183107 0.0172385 0.0150135 0.00542063 0.0065152 0.00959284 0.00523684
internal_count=3910 3797 3522 3293 3276 3263 3245 3182 3036 2844 2781 1161 1620 892 520 1145 1128 1006 902 769 688 590 513 457 437 380 50 477 330 312
is_linear=0
shrinkage=0.00148603


Tree=1182
num_leaves=21
num_cat=0
split_feature=128 1 0 47 51 1375 51 48 43 0 48 0 0 2 4 133 3 0 52 42
split_gain=0.000136929 0.000152983 0.000214748 0.000268812 0.000233385 0.000259458 0.000205367 0.000193858 0.000199971 0.000306478 0.000179629 0.000295625 0.000164195 0.000238967 0.000223174 0.000181463 0.000150853 0.00016224 0.000139409 0.000113457
threshold=0.086435000000000012 0.087545000000000026 -0.017269999999999997 0.081320000000000017 0.11524000000000002 -1.0000000180025095e-35 -0.07742499999999998 0.11462500000000002 -0.075819999999999985 -0.10462499999999998 0.088825000000000015 -0.10783 -0.083674999999999986 0.084065000000000015 -0.0021099999999999995 1.0000000180025095e-35 -0.115685 -0.068484999999999976 -0.0013649999999999997 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
left_child=1 12 3 4 5 -3 -7 8 -5 -10 11 -8 13 -1 -15 16 -14 -18 -16 -17
right_child=-2 2 -4 7 -6 6 10 -9 9 -11 -12 -13 15 14 18 19 17 -19 -20 -21
leaf_value=0.00074560908046009155 -0.0014503301688675941 -0.00076542146186708859 0.0019829093424689583 -0.0024307487890258051 -0.00089135202670902202 -0.0002541404551138499 0.0033293193722046767 0.0007941552071229663 -0.0017378737449285741 0.00094204115392072145 0.00025536648053965557 0.00091688176178344213 0.0015805586908600843 -0.0029567127567509321 0.00033494114262389713 8.5415118010457087e-05 0.0011419658547916231 -0.00101152976695195 -0.001734943667189746 -0.0017457276769824947
leaf_weight=0.0010001054038791526 0.0010065991594025428 0.0011478164465739127 0.0011113802079776866 0.0010880951317417953 0.0013142550791807039 0.0010498861302377102 0.0016572091935652131 0.0012688149294488582 0.0013595640298547096 0.0013235550600139145 0.0010183400995877889 0.0015403122442141908 0.0015215025612427269 0.0010620898303063666 0.0010062949679905397 0.0010624093402018531 0.0010017999812304001 0.0012186114318724081 0.0010397709415789777 0.0010647089964307965
leaf_count=225 266 49 281 122 47 76 174 87 45 69 98 430 54 580 103 160 292 138 256 358
internal_value=0 4.23453e-05 0.000311507 0.000166019 0.000630562 0.000942429 0.0013147 -0.000546258 -0.000997237 -0.000415899 0.0017054 0.0021672 -0.00033208 -0.000939936 -0.00148229 9.34119e-05 0.000618984 -3.99207e-05 -0.000716934 -0.000831146
internal_weight=0 0.0238565 0.0138792 0.0127678 0.00772782 0.00641356 0.00526575 0.00504003 0.00377121 0.00268312 0.00421586 0.00319752 0.00997729 0.00410826 0.00310816 0.00586903 0.00374191 0.00222041 0.00204607 0.00212712
internal_count=3910 3644 1478 1197 874 827 778 323 236 114 702 604 2166 1164 939 1002 484 430 359 518
is_linear=0
shrinkage=0.00396435


Tree=1183
num_leaves=18
num_cat=0
split_feature=150 484 1 474 156 151 42 42 4 4 52 47 3 1374 1 49 51
split_gain=0.000126136 0.000217933 0.000203715 0.000202233 0.000300478 0.000228301 0.000253884 0.000379232 0.000216122 0.000257428 0.000192499 0.000186064 0.000182877 0.000178844 0.000188283 0.000124474 0.000103969
threshold=0.083205000000000015 -0.0043499999999999988 0.12811000000000003 0.084835000000000008 0.082605000000000026 -0.03268999999999999 0.091955000000000023 0.088115000000000013 -0.056579999999999991 0.05309500000000001 0.086950000000000013 0.09252500000000001 -0.078884999999999997 -0.094679999999999986 0.085835000000000009 -0.073619999999999977 -0.025709999999999997
decision_type=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 12 -11 -7 -2 -15 -16 -4
right_child=13 2 16 -5 -6 6 -8 -9 9 11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.00165542625838579 -0.00074063626581936449 -0.0017805654495143689 0.0002484217802206024 0.0011803458994492047 -0.0022837286561550214 0.00040293216749662697 -0.0013037701165008119 0.0021882131458094423 -0.0019249747210808047 0.00067199581836349404 -0.00043363090725626589 -0.0012540269127956727 0.0023465434001114721 -0.00034868975026201078 0.0007949708983044034 0.0024881131767028461 0.0017789705506210047
leaf_weight=0.0012512875679096805 0.0011610295826276484 0.0011407618373442405 0.0013547911465383589 0.0013569880438607509 0.0010191316706244522 0.0019488739412769629 0.0018705284906950512 0.001177126260932416 0.001485201711857953 0.0019306811057249185 0.001945982337451857 0.0010980953331536369 0.0010340468975269523 0.0010871142852230111 0.001422801370305482 0.0010554415368566605 0.0011410157881151786
leaf_count=580 62 134 73 224 225 421 470 189 282 174 334 44 61 131 158 153 195
internal_value=0 -0.00014658 -4.45433e-05 -0.000199319 -0.00032711 -0.000180825 -3.47208e-05 0.0001888 -6.04419e-05 -0.000651002 0.000480403 -2.62916e-05 0.0010767 0.000532791 0.000947473 0.00151605 0.000948148
internal_weight=0 0.0197545 0.0185032 0.0160074 0.0146504 0.0136313 0.0124905 0.01062 0.00944288 0.00451398 0.0049289 0.00302878 0.00298292 0.00472639 0.00356536 0.00247824 0.00249581
internal_count=3910 3406 2826 2558 2334 2109 1975 1505 1316 500 816 218 482 504 442 311 268
is_linear=0
shrinkage=0.0037357


Tree=1184
num_leaves=20
num_cat=0
split_feature=15 11 3 16 1 0 12 15 3 15 151 52 15 2 14 52 4 13 52
split_gain=0.000123247 0.000169225 0.000179877 0.000228946 0.000292599 0.000251778 0.000287993 0.000171528 0.000161708 0.000218705 0.000337223 0.000210085 0.000152273 0.000149669 0.000144129 0.000135055 0.0001114 7.22955e-05 4.12879e-05
threshold=-0.24219999999999997 0.08184000000000001 -0.12008499999999998 -0.30307999999999996 0.094385000000000011 -0.099864999999999995 -1.0000000180025095e-35 -0.10469999999999999 -0.089974999999999986 -0.0058549999999999991 -0.0074049999999999993 0.086950000000000013 -0.09547499999999999 0.106285 -0.45687499999999998 -1.0000000180025095e-35 -0.083329999999999987 -0.087384999999999977 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 13 17 8 7 -7 -6 -5 10 12 16 -10 -2 -1 -9 -11 -4 -8
right_child=1 -3 3 4 5 6 18 15 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00015655832194289774 0.00022247188479686329 -0.0016016874899139149 -0.0005846153943512033 -0.0020387849749649617 1.6473264618982437e-05 0.0013621518827119275 -0.00054716201868544156 0.0011964248767144324 0.0010652702106920731 0.0017571692027079397 -0.0027015895847420364 -0.0011098072592893231 -0.0011750460500951458 0.0021857613590933779 0.0020065106132752877 0.0031623401320592221 0.00021572973558802396 -0.0020695430870599956 -0.0017284336708155552
leaf_weight=0.0010334652185080007 0.0017922829579555257 0.0012162539745810266 0.0010147525360434395 0.0010092542667734196 0.001029152007617995 0.0012851661719810448 0.0010081648844648683 0.001411394859828885 0.0010488652637390961 0.0013641903921109942 0.0013275449028292453 0.0012873694395794666 0.0010161242580146168 0.0010460937964178463 0.0010630680398089057 0.0010270421091682636 0.0019203148583301233 0.0012384931631037556 0.0010052315279731596
leaf_count=80 158 189 92 368 50 110 122 96 66 193 646 485 217 38 237 27 371 160 205
internal_value=0 -0.000106242 -1.893e-05 -0.000171154 4.8776e-06 0.000652501 -0.000163257 0.0014285 -0.000483431 -0.000286336 -0.00107977 0.000302425 -3.71275e-05 0.000946049 0.000940247 0.00202445 0.000855953 -0.0014008 -0.00113694
internal_weight=0 0.0220477 0.0208314 0.0179931 0.0157398 0.00676615 0.00329856 0.00346759 0.00897366 0.00796441 0.00339253 0.00457187 0.00206499 0.00283838 0.00209653 0.00243844 0.00328451 0.00225325 0.0020134
internal_count=3910 3593 3404 3208 2956 610 437 173 2346 1978 929 1049 283 196 317 123 564 252 327
is_linear=0
shrinkage=0.00412451


Tree=1185
num_leaves=31
num_cat=0
split_feature=31 52 133 375 43 16 151 4 1348 14 48 1374 16 0 0 1 15 160 43 52 12 16 13 0 14 47 15 0 13 48
split_gain=0.000929153 0.000785003 0.000773898 0.00054278 0.000657697 0.00066065 0.000503388 0.000811271 0.000806435 0.000847609 0.000583678 0.000883697 0.000647944 0.000916374 0.00144316 0.000661294 0.000807591 0.000548666 0.000625854 0.000617482 0.000534931 0.00100832 0.000474589 0.00061442 0.000471583 0.000592053 0.000416271 0.000388082 0.000371411 0.000349353
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.083605000000000013 0.14198000000000002 -0.014099999999999998 -0.40391999999999995 0.27020000000000005 0.084620000000000015 0.077685000000000018 0.093225000000000016 -0.094679999999999986 -0.38486499999999996 -0.10575999999999998 -0.089879999999999974 0.076710000000000014 -0.11739999999999999 -1.0000000180025095e-35 -0.074254999999999988 -0.021309999999999996 0.086865000000000012 -0.088144999999999987 -0.083514999999999992 -0.069794999999999982 -0.46879999999999994 0.096475000000000019 -0.12507499999999996 -0.053834999999999994 0.24813000000000004 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 -3 4 6 -6 -4 8 9 10 11 -8 -13 15 -15 -14 -17 19 22 -16 -20 -22 -19 -24 -9 -26 -12 -25 -29 -28
right_child=1 2 3 -5 5 -7 7 24 -10 -11 26 12 13 14 17 16 -18 18 20 -21 21 -23 23 27 25 -27 29 28 -30 -31
leaf_value=0.0010685990297045946 -0.0011882932116351256 -0.0011915439216713232 -0.00083332890192088741 -0.00099166913077322594 -2.3818675152197344e-05 0.0012584028422066927 -0.0013459119999715795 -0.00026881294713553911 0.0010001606032695725 -0.0012471704915112637 -0.00048178552644259913 -0.00087612173976538762 -0.00060680358584123213 -0.0012905195129022577 -5.8424837461773785e-05 -0.00057076537274919543 0.00073313536436254198 0.0010264299171907762 -0.0007517822986203718 -0.0012948485421068604 0.0008815983442373972 -0.00068997090479577935 -0.00056583201912297366 0.0011166764700277433 0.0010319430120529674 6.8636354989118624e-05 0.00072340255789622146 -0.00035317529951002665 0.00060189953081851819 2.5343672833546953e-06
leaf_weight=0.0013424259102483562 0.001104299009774933 0.0010361408670128682 0.001388431658683408 0.0010106659006314791 0.0014392703706828103 0.0014728954576241895 0.0011067504425099619 0.0013181319272206338 0.0011976350600946253 0.0011743376049104795 0.0010532961749143421 0.0018997237201201387 0.0011280240272588558 0.0020432531878708951 0.0016471349761491005 0.0010341935704047955 0.0051238550974854746 0.0013334072141137909 0.0025662830366919662 0.0013165964590863269 0.0014645047016576982 0.001494112975570794 0.0016216792180809847 0.0010549456233803767 0.0028427367326078192 0.0019477090294373056 0.0031745184383389349 0.001355628049168443 0.0016180067764821615 0.0019759377495240926
leaf_count=113 275 229 82 43 58 14 37 46 42 97 88 93 29 244 145 31 119 39 241 428 109 472 235 34 273 44 126 43 11 70
internal_value=0 -6.61101e-05 -4.07368e-05 -1.57932e-05 5.28443e-06 0.000624695 -3.58229e-05 -9.76457e-06 -8.59672e-05 -0.000122936 -8.4119e-05 -0.000167399 -0.00011855 -6.05228e-05 -0.000227385 0.00034061 0.000514156 -8.69887e-05 3.6384e-05 -0.000607689 -0.000302101 8.795e-05 0.000304165 0.000133717 0.000444112 0.00064028 0.00028918 0.000415317 0.000166498 0.000446846
internal_weight=0 0.0499441 0.0488398 0.0478037 0.046793 0.00291217 0.0438808 0.0424924 0.0363838 0.0351862 0.0340119 0.0278081 0.0267013 0.0248016 0.0175156 0.00728607 0.00615805 0.0154723 0.0125086 0.00296373 0.0055249 0.00295862 0.00698367 0.00565026 0.00610858 0.00479045 0.00620375 0.00402858 0.00297363 0.00515046
internal_count=3910 3797 3522 3293 3250 72 3178 3096 2733 2691 2594 2310 2273 2180 2001 179 150 1757 1184 573 822 581 362 323 363 317 284 88 54 196
is_linear=0
shrinkage=0.00134594


Tree=1186
num_leaves=31
num_cat=0
split_feature=31 1348 14 52 151 401 133 1456 375 124 16 1211 42 123 1374 1 12 47 0 49 151 3 403 1374 0 43 4 394 42 49
split_gain=0.00161758 0.00132192 0.00149324 0.00110876 0.00113896 0.00109087 0.00111693 0.00107144 0.000984122 0.0012462 0.000878153 0.000868514 0.000801981 0.00101609 0.000983226 0.000744124 0.0011901 0.000984211 0.0011566 0.000791685 0.00138026 0.000810871 0.000910939 0.000795598 0.00102943 0.000783691 0.000900705 0.000676589 0.00104956 0.00074892
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.51745999999999992 -0.52174999999999983 0.10072000000000002 -0.26719999999999994 -1.0000000180025095e-35 -0.40343999999999997 0.10570000000000002 -0.53943499999999989 1.0000000180025095e-35 -0.10770999999999999 0.086620000000000016 0.09309000000000002 0.10871500000000002 0.10852500000000001 0.087850000000000025 -0.085089999999999985 -0.085974999999999982 0.079335000000000017 0.10420500000000001 -0.088854999999999976 -0.094679999999999986 -0.230625 -0.15426499999999996 -0.23071499999999998 -0.081709999999999991 -1.0000000180025095e-35 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 12 -12 14 15 16 17 19 -19 20 -14 22 -21 -24 -25 -26 -27 -28 -29 -30
right_child=1 -3 -4 4 5 -7 7 8 9 -11 11 -13 13 -15 -16 -17 -18 18 -20 21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.001144228046412094 -0.0011944785762465009 0.0013306658910933668 -0.001195148345932854 -0.0012946252786368928 -0.001183683452493596 -0.0013230060598229177 -0.00083991981419310926 -0.0011564083138011017 0.0009589983777338149 0.001147359355469239 -0.00072375636593982639 -0.0011802295790424224 -0.0012379379943968461 0.0010411585414867857 -0.0010865576578698341 0.00038414502840090355 -0.0013462011451569802 -0.0011893938398107819 0.0005429112373735314 -0.00092449018949098446 0.00041018211832956157 0.000878234035420319 -0.00092808635346377328 0.0012626997988920226 0.00073028438418152382 -0.00067608282828890312 0.0010289823469779463 -0.0010859933839482835 0.0012721740996217018 8.6024020463000667e-05
leaf_weight=0.0020595144728046124 0.0015115369322820085 0.0012062402536159303 0.0021480695265685404 0.0012617643114340984 0.001365282301420633 0.001114661916475578 0.0023704812237781417 0.0011379936897526468 0.0019418468057676918 0.002014926492443613 0.0022537860218194697 0.0010402106023459359 0.0019781467419894829 0.0019831371157885682 0.0013220788953525178 0.011724266308106301 0.0011628894291120231 0.0022889201340712262 0.0010046842504465294 0.001440318847568677 0.0017217275190333226 0.0028028429442201732 0.0011184105508093003 0.0016359389310309563 0.0035115988340308447 0.0027312555524709797 0.0014818835960301877 0.0012829440547439371 0.001066388957443821 0.01007201757408388
leaf_count=113 270 28 123 63 217 181 307 8 75 31 145 171 57 114 53 317 91 97 33 335 38 27 36 17 49 66 67 166 20 595
internal_value=0 -6.60937e-05 -9.06933e-05 -5.49324e-05 -2.83636e-05 -3.22981e-06 2.03252e-05 4.72338e-05 8.30486e-05 0.000107545 6.98387e-05 3.76399e-05 6.1732e-05 9.69066e-05 5.8174e-05 9.03579e-05 -7.2183e-06 3.83945e-05 -0.00066097 0.000113076 -0.000470989 0.000192688 0.000113747 0.000179047 0.000235894 0.000152513 3.05435e-05 0.000169359 6.68043e-05 0.000199586
internal_weight=0 0.0696963 0.06849 0.0663419 0.0648304 0.0635686 0.062454 0.0610887 0.0587182 0.0575802 0.0555653 0.0536234 0.0525832 0.0503295 0.0483463 0.0470242 0.0353 0.0341371 0.0032936 0.0308435 0.00369987 0.0271436 0.0243408 0.0229004 0.021782 0.0201461 0.0166345 0.0139032 0.0124214 0.0111384
internal_count=3910 3797 3769 3646 3376 3313 3132 2915 2608 2600 2569 2494 2323 2178 2064 2011 1694 1603 130 1473 95 1378 1351 1016 980 963 914 848 781 615
is_linear=0
shrinkage=0.00134594


Tree=1187
num_leaves=18
num_cat=0
split_feature=51 124 1 12 376 160 12 3 52 52 133 52 12 49 3 1 3
split_gain=0.000124011 0.000284103 0.000197242 0.000215468 0.000156963 0.00014427 0.000162335 0.00025113 0.000209837 0.000179577 0.000235 0.000280077 0.000254864 0.000251422 0.000300317 0.00024205 0.000158729
threshold=-0.40274499999999996 0.0049200000000000008 0.12730000000000002 0.10852500000000001 0.048375000000000008 -0.098319999999999991 -0.051479999999999991 0.13772500000000001 -0.11271999999999999 -0.088779999999999984 0.084630000000000025 0.0033900000000000002 0.084100000000000022 -0.045004999999999996 -0.078884999999999997 0.096230000000000024 -0.076234999999999983
decision_type=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 13 -13 16 -15 -16 -11
right_child=1 -3 -4 -5 -6 6 7 -9 9 10 -12 12 -14 14 15 -17 -18
leaf_value=-0.0013247184719329026 -0.001341588810678614 0.0020408187910667687 0.0011870910131743129 -0.0017874120081956461 0.0013700666263183933 -0.0015151099641955185 -0.0014255879941556923 0.0019369051467815767 0.0016964237707623559 0.0019273013071877476 -0.001765056453863978 0.0023328575258687858 5.8768687766360685e-05 -0.0024542931741507066 0.00082629017940444186 -0.0014177622198698135 -0.00010975304123669126
leaf_weight=0.0011297397762866082 0.0015340505685104691 0.0011130238351780833 0.0019197229954003572 0.00126136025923168 0.0011746707958666938 0.0011434429541705661 0.0016697230569959693 0.0010879198998789983 0.0010554844879233595 0.0010391948209571567 0.0011687444610649347 0.0015301796062816425 0.0017022593476887782 0.00137173522261502 0.0017357035203671321 0.0014362747080465255 0.0015709660152669648
leaf_count=145 425 82 292 235 140 127 459 63 94 79 569 95 502 341 138 61 63
internal_value=0 4.68047e-05 -5.22686e-05 -0.000168432 -6.21845e-05 -0.000155416 -4.52118e-05 6.41534e-05 -7.85193e-05 9.9842e-05 -4.59961e-05 0.000147445 0.00113528 -0.000298904 -0.000873458 -0.000189819 0.000701268
internal_weight=0 0.0235145 0.0224014 0.0204817 0.0192203 0.0180457 0.0165116 0.0153682 0.0142803 0.0126105 0.0115551 0.0103863 0.00323244 0.00715387 0.00454371 0.00317198 0.00261016
internal_count=3910 3765 3683 3391 3156 3016 2591 2464 2401 1942 1848 1279 597 682 540 199 142
is_linear=0
shrinkage=0.00404364


Tree=1188
num_leaves=31
num_cat=0
split_feature=52 133 160 1213 453 31 1374 1 42 484 0 43 51 0 49 160 49 151 47 4 3 403 49 132 12 52 3 4 0 12
split_gain=0.00101488 0.00100379 0.000917021 0.000878548 0.000750107 0.00101875 0.000725683 0.000826464 0.000664789 0.000727078 0.000631015 0.000798484 0.000645249 0.000953531 0.000451348 0.000586778 0.000432937 0.00102661 0.000700982 0.000585896 0.000777137 0.000682238 0.000573584 0.000577572 0.00106651 0.00106504 0.00053525 0.000830894 0.000317768 0.000308022
threshold=-0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -0.082704999999999987 0.096095000000000014 -1.0000000180025095e-35 0.098580000000000015 0.10420500000000001 -0.09602999999999999 -0.0043499999999999988 -0.017269999999999997 -0.24333999999999997 0.12342500000000002 -0.14012999999999998 -0.042499999999999989 -0.09551999999999998 -0.085974999999999982 0.083140000000000006 0.086425000000000016 -0.51381999999999983 0.10223 -0.088854999999999976 -0.081629999999999994 0.079995000000000011 0.094045000000000004 -0.0058499999999999993 0.090325000000000003 -0.14963999999999997 -0.070894999999999986 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -10 11 -9 14 -14 -13 -16 17 -11 19 -18 21 -21 -23 24 25 26 27 -24 -25 -27
right_child=1 2 3 4 -6 6 -8 10 9 16 -12 12 13 -15 15 -17 18 -19 -20 20 -22 22 23 28 -26 29 -28 -29 -30 -31
leaf_value=-0.0012045171238206592 -0.0012179301820274702 -0.00091991454162486071 -0.0011466429168665699 0.0013462958048170571 -0.0010621624381863251 -0.00081579596137954934 -0.0010601162436080535 -0.0004767472426472896 -0.00088135750527370573 -0.0010166539127213707 0.0011230364573493927 0.0010545552769508722 -0.00099055568815686196 0.00055590839451853517 0.0011648990835207607 0.00022034671183925267 -0.00048548040613746317 0.00043497598658969431 -0.00069130143428918509 -0.00085973599816775584 0.00094971966948915424 0.001056980468254735 0.00029233245516938365 0.00027283494441909405 -0.0012704566322808762 0.00023646685918423359 0.00032107032127357341 -0.0011996754090525981 0.0012806552256034035 0.00077804983845765319
leaf_weight=0.0013102592033920049 0.0012121988816511378 0.0018179819890559159 0.0010851402018370307 0.0011606327601447744 0.0010268784108973241 0.0018651433882523874 0.0010072218426611093 0.0023620400557433632 0.0015618437863325054 0.0019977785055687028 0.0016373825849140813 0.002276282220372571 0.0014018299928011402 0.0014899946151629715 0.0014332292120329279 0.0070626150288750642 0.0021182397127183948 0.0015810290001354588 0.0017662159721127382 0.0011164485543628802 0.0025744763907198367 0.0013836738905492743 0.0010233508457986318 0.0011236450740170767 0.0010283105443642535 0.0048483964990513502 0.001369736347385242 0.0019930873267073263 0.0011435582405283631 0.0031309220029465124
leaf_count=275 229 290 317 112 33 178 46 27 414 55 106 117 17 45 53 255 16 38 115 353 30 31 20 37 143 145 32 196 17 168
internal_value=0 -6.33103e-06 2.0186e-05 5.20903e-05 7.68749e-05 9.96055e-05 7.08371e-05 9.39481e-05 -3.63021e-05 1.25499e-05 0.000327158 0.000245843 0.000370754 -0.00019375 0.000522298 0.000379691 6.20605e-05 -0.00037536 0.000125644 0.000188781 0.00025766 0.000159555 0.00022632 0.00015293 4.65855e-05 0.00015611 -0.000376665 -0.0006935 0.000781171 0.000448973
internal_weight=0 0.0565993 0.0553871 0.0535691 0.052484 0.0514571 0.0502965 0.0492892 0.0316259 0.0297607 0.0176634 0.016026 0.013664 0.00289182 0.0107721 0.00849584 0.0281989 0.00357881 0.0246201 0.0228538 0.0207356 0.0181611 0.0170447 0.015661 0.0133938 0.0123655 0.00438617 0.00301644 0.0022672 0.00797932
internal_count=3910 3635 3406 3116 2799 2766 2654 2608 1988 1810 620 514 487 62 425 308 1396 93 1303 1188 1172 1142 789 758 704 561 248 216 54 313
is_linear=0
shrinkage=0.00134594


Tree=1189
num_leaves=19
num_cat=0
split_feature=14 39 3 13 48 484 0 3 16 52 15 0 15 2 13 2 52 15
split_gain=0.000118896 0.000119917 0.000264511 0.000174829 0.000272297 0.000200858 0.000223664 0.000296099 0.000287273 0.000262875 0.000257703 0.000221702 0.00023725 0.000193444 0.000184689 0.00016246 0.000156795 0.000123755
threshold=0.073890000000000011 0.005105000000000001 -0.015064999999999997 -0.23438999999999996 0.12649500000000002 -0.0043499999999999988 -0.23029999999999998 -0.100615 -0.094359999999999986 0.086950000000000013 -1.0000000180025095e-35 -0.06340999999999998 0.085120000000000015 0.091025000000000009 0.16421000000000002 0.084065000000000015 0.042815000000000006 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 16 5 -5 8 10 -7 11 -8 12 13 15 -12 -9 -1 -4
right_child=-2 2 17 4 -6 6 7 9 -10 -11 14 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0021920161226616558 -0.0014958067878400028 0.0026976702960670508 0.00099407714299837129 -0.0019443598223608874 -0.0022342166212882229 -0.0002322176180914 0.0021015808508834254 -0.00030427617679978735 0.0029875167386842708 -0.0026545511153410178 0.00075772470436892678 -0.0021918387484558162 0.0013923878167271017 0.00070749640146675942 -0.0016010140459381446 -0.0023391276626602811 -0.00018542323207483029 -0.0010229295279671081
leaf_weight=0.0011994699038771718 0.0010387425659416074 0.0010404796394413163 0.0012388764456257306 0.0010772030648494016 0.0012572529172532034 0.0011134069921183709 0.0017410088752062292 0.0018076810374220128 0.0010960633608973992 0.0011357929939027761 0.0018836069578504989 0.0011153528797713972 0.0017066052835932322 0.0016270093724845003 0.0010199096780549866 0.0013783201075337342 0.0010257615386617402 0.0011874479878120061
leaf_count=110 135 165 239 532 84 56 154 220 38 738 156 196 376 231 66 313 56 45
internal_value=0 4.74437e-05 0.000814506 -8.43041e-05 -0.000230561 -7.9734e-05 4.88171e-05 -0.000167958 0.00136501 -0.00065062 0.000743507 -0.000352512 -3.7846e-05 -0.000544981 -7.08225e-05 -0.00118459 0.00109609 6.95008e-06
internal_weight=0 0.0236512 0.0034668 0.0201844 0.0179592 0.016702 0.0156248 0.0134153 0.00220947 0.00877076 0.00464453 0.00763497 0.00651962 0.00481301 0.00290352 0.003186 0.00222523 0.00242632
internal_count=3910 3775 449 3326 3160 3076 2544 2450 94 2074 376 1336 1140 764 222 533 166 284
is_linear=0
shrinkage=0.0044645


Tree=1190
num_leaves=31
num_cat=0
split_feature=52 158 31 133 1213 133 376 16 1374 4 123 1365 4 15 42 483 1 2 1374 0 52 16 14 48 15 52 403 394 48 3
split_gain=0.000970938 0.000958009 0.00115521 0.000826724 0.000699839 0.000676993 0.000664749 0.000955406 0.00066419 0.000644814 0.000846628 0.000968155 0.000512651 0.000816876 0.000840822 0.000653446 0.000612351 0.00114234 0.000810327 0.000694984 0.000698079 0.000532985 0.000447915 0.000677255 0.000421065 0.000407984 0.00040022 0.000400089 0.00053274 0.000630557
threshold=-0.51745999999999992 0.11034000000000001 -1.0000000180025095e-35 -0.26719999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.28937500000000005 0.09309000000000002 -0.49837999999999999 0.086020000000000013 1.0000000180025095e-35 0.25367000000000006 -0.14676499999999995 -0.09602999999999999 0.083960000000000021 0.099595000000000017 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.10898500000000001 0.032820000000000009 -0.46879999999999994 0.11379500000000002 -1.0000000180025095e-35 0.091210000000000013 -0.069169999999999995 -0.081709999999999991 0.083775000000000002 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 -2 -4 26 -6 7 8 9 -7 11 12 13 -11 -15 16 17 -16 -19 -20 25 -18 -14 -24 -9 27 -5 -21 29 -29
right_child=1 -3 3 4 5 6 -8 24 -10 10 -12 -13 22 14 15 -17 21 18 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012652933622281824 0.0013731713921221471 -0.0012827452045222954 -0.0012004175507458821 -0.0001557995785639847 0.0010704204862434976 -0.00089470122110628402 -0.0010075778300936685 0.00097024249533976287 -0.0010824455393530046 -0.0011174538731435141 0.00098184105659965444 -0.0012250219080747842 -0.00041059467876821922 -0.0011323859644164996 -0.0013468541747013105 -0.00095402300430399241 0.00082676722020877586 -0.0010848079957090739 0.00095316609844653638 0.00088647873000940981 -0.00094547891994799487 -0.00024370676025887566 0.00075883929160306665 -0.00024604096215153216 0.00019952852572492589 0.00093948787740206271 -0.0013729097423647951 -0.00039653311116329333 0.00049487188007820034 0.00075383773332462578
leaf_weight=0.0011856944344317269 0.0011596542813628865 0.0010889016929104258 0.0010810358155421964 0.0010027513649113473 0.0011899492446492124 0.0014476422519749043 0.0011531933751030001 0.0027234272271412507 0.0010924101244302866 0.0013011479440235762 0.0017124210665349074 0.0011879049366370067 0.0012365528705231554 0.0011762593372983679 0.0011235096261259401 0.0011423601991346058 0.0034463587358573014 0.0010418805511278597 0.001857441517330455 0.0010302542008551194 0.0011928560081899695 0.0011756791407719902 0.0047459344058562438 0.0017230137295598524 0.0026225943050661718 0.0011339025524321764 0.0010345639803286391 0.0058049155234574518 0.0027677386516580249 0.0010624148314093418
leaf_count=275 110 167 221 193 42 79 25 82 62 117 136 65 34 128 58 191 150 50 23 62 268 41 217 29 28 82 340 558 63 14
internal_value=0 -8.73481e-06 1.8807e-05 -1.31091e-05 1.35592e-05 4.8364e-05 2.12784e-05 4.83985e-05 -2.72976e-05 3.59625e-06 3.98573e-05 -7.37747e-06 3.65045e-05 -5.80629e-05 -5.22073e-07 5.79242e-05 0.000111352 -9.02177e-06 8.55619e-05 0.000167678 5.5379e-05 0.000554477 0.000346473 0.000491188 0.000592154 0.000156562 -0.000773857 7.33238e-05 -1.36249e-05 -0.000218564
internal_weight=0 0.0514587 0.0503698 0.0492101 0.0481291 0.0460918 0.0449018 0.0437486 0.0384026 0.0373102 0.0358625 0.0341501 0.0329622 0.0252567 0.0239556 0.0227793 0.021637 0.0170149 0.0158914 0.0148495 0.0129921 0.00462204 0.0077055 0.00646895 0.00534602 0.0117992 0.00203732 0.0106653 0.00963507 0.00686733
internal_count=3910 3635 3468 3358 3137 2604 2562 2537 2427 2365 2286 2150 2085 1805 1688 1560 1369 1178 1120 1070 1047 191 280 246 110 779 533 697 635 572
is_linear=0
shrinkage=0.00137286


Tree=1191
num_leaves=31
num_cat=0
split_feature=52 1213 453 1456 133 4 11 9 15 1 13 3 14 48 43 4 13 403 4 47 3 159 0 3 3 133 4 3 16 151
split_gain=0.000814111 0.0006149 0.000644468 0.000650919 0.000694137 0.000610658 0.000554957 0.0004838 0.000477623 0.000480374 0.000590322 0.000502416 0.000399898 0.000447567 0.00039401 0.000862979 0.000777823 0.000428887 0.000392407 0.000382271 0.000311541 0.000354217 0.000238593 0.000405898 0.000396419 0.000583902 0.000575441 0.000325216 0.000302302 0.000281405
threshold=-0.51745999999999992 -1.0000000180025095e-35 0.096095000000000014 -1.0000000180025095e-35 -0.26719999999999994 0.27020000000000005 0.080455000000000013 -1.0000000180025095e-35 -0.14097499999999996 0.11327500000000001 -0.072479999999999989 0.11265500000000002 -0.46879999999999994 0.11379500000000002 -0.50992999999999988 -0.51381999999999983 -0.45122499999999993 -1.0000000180025095e-35 0.18622000000000002 0.11566000000000001 -0.15327499999999997 0.09141500000000001 -0.230625 -0.015794999999999997 -0.078884999999999997 0.086895000000000014 -0.060264999999999992 0.11476000000000001 -0.083564999999999987 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -11 19 -7 -14 -10 -16 -17 -18 20 -12 -19 22 -22 24 25 26 28 29 -24 -25
right_child=1 2 -4 4 5 12 -8 8 9 10 11 -13 13 -15 15 16 17 18 -20 -21 21 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011449569233176417 -0.00083308604919608733 -0.00080796746538662739 -0.0010582231475049664 -0.0010971319164079826 0.00065541961017043314 -0.00030307988594184852 -0.00091764194442864734 -0.00073073837740515496 0.00047122976968272433 0.001078545584345364 -0.00015009512661992634 -0.00050763676163803205 0.0007926737562897366 -4.7672945013428107e-05 -0.0012187476514372881 0.00064220998781516216 -0.00098011519414309802 0.00048151453981331801 -0.00075429978155880969 0.00075698599616601822 0.00027724824978533365 -0.00086843902555031321 0.00025396855284195145 -0.00016585230842209984 0.00041519360098878045 0.00058606336912789519 -0.00121524088859618 0.00014349086566897156 -0.00061134325825937794 -0.00082015348587139846
leaf_weight=0.001371435036000789 0.0021143611431700396 0.0020284884062647937 0.0011537701122250601 0.0010105973032463736 0.0012014826659090252 0.0012195179854925797 0.0012945851625696383 0.0018666060352606683 0.0013418906659268251 0.0010011939121321589 0.001247665627034599 0.0015835748565677932 0.0026331456845768977 0.0014664048179806599 0.0011902292199268303 0.0016864119530737255 0.0010467420837790833 0.0011817401517077849 0.0015977874424262231 0.0015459749628092823 0.0019501389776905723 0.0010029942952053403 0.0013806872780861568 0.0015172547484265664 0.0023932490127627215 0.0010758326643931504 0.0010122539901182837 0.0011498496812691883 0.001061113269190438 0.0027426417430618851
leaf_count=275 587 300 36 200 63 55 66 116 32 79 47 28 327 41 30 22 472 36 51 17 26 131 57 49 221 171 208 20 50 97
internal_value=0 -0.00019141 -0.00015955 -0.000134523 -9.98521e-05 -7.35999e-05 -0.000135259 -0.000103385 -0.000133203 -9.43525e-05 0.000234078 4.09237e-05 0.000309773 0.000492083 -0.000170065 -0.0002092 -0.000151428 -0.000221456 -0.000177498 0.000351875 -0.000121534 -0.000168155 -0.000118979 -0.000181633 1.3864e-05 -0.000198168 -0.000442432 -0.00043182 -0.000122063 -0.00058711
internal_weight=0 0.0446982 0.0425838 0.0414301 0.0394016 0.038391 0.0330719 0.0317773 0.0305758 0.0287092 0.00537841 0.00437722 0.00531907 0.00409955 0.0233308 0.0219889 0.0207987 0.0191123 0.0180655 0.00279364 0.0164678 0.015286 0.014283 0.0123329 0.00692314 0.00452989 0.00345405 0.00540975 0.0024418 0.0042599
internal_count=3910 3635 3048 3012 2712 2512 2089 2023 1960 1844 171 92 423 368 1673 1641 1611 1589 1117 64 1066 1030 899 873 707 486 315 166 107 146
is_linear=0
shrinkage=0.00121906


Tree=1192
num_leaves=31
num_cat=0
split_feature=52 133 31 453 1348 14 1456 4 11 3 1213 38 124 1374 1 1 13 15 49 15 43 48 13 1 13 3 14 15 48 0
split_gain=0.000959463 0.000941262 0.000795945 0.000539229 0.000976772 0.00088725 0.000637275 0.000578366 0.000579125 0.000647291 0.000867383 0.000577391 0.000567972 0.000516371 0.000630728 0.000824708 0.0005033 0.00049893 0.000463293 0.000472053 0.000622314 0.000620032 0.00043998 0.000399995 0.000381578 0.000391457 0.000376902 0.000416432 0.000385989 0.000360475
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.091855000000000006 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.12008499999999998 -1.0000000180025095e-35 0.10208000000000002 -0.048219999999999992 0.087110000000000007 0.10031000000000002 0.09112000000000002 -0.060719999999999989 0.024640000000000006 -0.085974999999999982 0.088345000000000021 -1.0000000180025095e-35 0.086870000000000017 0.15641500000000003 0.08844500000000001 -0.49820499999999995 0.11476000000000001 -0.46879999999999994 -0.22917999999999997 0.11379500000000002 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 -11 12 23 14 15 18 -16 -18 -14 20 21 -20 -8 -12 -22 29 -9 -28 -29 -26
right_child=1 2 3 -5 -6 -7 7 26 -10 10 11 -13 13 -15 16 -17 17 -19 19 -21 24 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0012751656919509568 -0.0012495133244504679 0.0010792995122047111 -0.00085875635374519841 -0.00098590790388686234 0.0013441760174000708 -0.0011604685512072634 0.000784167644510007 -0.00021031207646152967 -0.0010441471038966229 -0.0012487203183269605 2.2438388591405863e-05 -0.00097874129495830083 -0.00073432606874253195 -0.00099781517166198778 0.00085354326442894891 -0.00098609386314781858 0.00032414489782730887 -0.00062328489947464059 -0.00093909038481210065 0.00067335533383437512 -0.00045277151509297709 0.00032535648399040961 -0.00015189615420946339 0.0011741255093207291 0.0007612834934532897 0.0011257047034155623 0.0010922993709003295 0.00077515866968999505 -0.00026873398732089713 -0.00011047258865656742
leaf_weight=0.0011589613222664488 0.0011291650395625621 0.0012972842477624305 0.0015186970509823974 0.0010453499661480228 0.0010131207447119364 0.0012475667433813334 0.0030859253486710181 0.001311658080652478 0.0010127707973310853 0.001121900821165033 0.0010057696152205855 0.0011302837208884134 0.0015867280698542716 0.0010136762508583521 0.0023223366023579217 0.0019830757661516438 0.0043479838322255659 0.0013801406784423875 0.0023298656909840924 0.0019481411845796446 0.0013983138032926945 0.0010650307656976388 0.0013650359605819062 0.0013069842114425967 0.0013154486134681065 0.0010025351041917929 0.0020212782415092168 0.0013699464137313369 0.0013021780398503324 0.0027904342943014847
leaf_count=275 229 113 307 45 46 106 63 47 41 490 23 36 71 64 101 173 77 38 572 277 8 112 39 82 20 8 187 92 26 142
internal_value=0 -1.0977e-05 1.90086e-05 -1.13273e-05 1.16716e-05 -1.95177e-05 1.43439e-05 4.70699e-05 -2.13493e-05 9.57221e-06 -6.51278e-05 -1.75793e-05 2.29628e-05 -3.84668e-05 2.96771e-06 -0.000159649 0.000314438 9.58701e-05 -3.7675e-05 5.56092e-05 -6.59321e-05 -0.000542414 0.000497092 0.00067328 0.000182673 0.000356612 0.00044029 0.000622113 0.00026645 0.000168822
internal_weight=0 0.0477686 0.0466395 0.0453422 0.0442968 0.0432837 0.0420361 0.0405174 0.0345124 0.0334996 0.0290486 0.0279267 0.0267965 0.0244837 0.02347 0.0154196 0.00805046 0.00572812 0.0134365 0.0118498 0.00990163 0.0033949 0.00445096 0.00231275 0.00650673 0.00510842 0.00600506 0.0046934 0.00267212 0.00410588
internal_count=3910 3635 3406 3293 3248 3202 3096 2789 2437 2396 2294 1804 1768 1663 1599 1383 216 115 1210 1139 862 684 102 105 178 170 352 305 118 162
is_linear=0
shrinkage=0.00137286


Tree=1193
num_leaves=31
num_cat=0
split_feature=133 52 1213 151 31 1348 1456 14 375 1374 1 47 49 122 13 403 43 4 13 133 1374 12 0 0 151 40 51 1 48 13
split_gain=0.00125346 0.00135878 0.00123892 0.00107296 0.000982075 0.000928217 0.00134123 0.00114525 0.00102532 0.000795079 0.000792399 0.00109202 0.0012325 0.000831704 0.000691109 0.00119962 0.000971313 0.00147546 0.000878243 0.000724119 0.000745005 0.000797419 0.000668927 0.000661825 0.00066894 0.000652545 0.000619876 0.000586345 0.000533216 0.000441967
threshold=-0.26719999999999994 -0.51745999999999992 -0.082704999999999987 -0.52174999999999983 -1.0000000180025095e-35 0.090050000000000005 -1.0000000180025095e-35 0.077685000000000018 0.087245000000000017 0.09309000000000002 0.10752500000000002 0.087850000000000025 0.093945000000000015 0.085320000000000021 -0.45122499999999993 -0.092224999999999988 -0.17307499999999998 -0.44477499999999992 0.17936000000000002 0.094185000000000005 -0.094679999999999986 0.10058500000000002 -0.035699999999999989 -0.230625 -0.090394999999999989 -1.0000000180025095e-35 0.12342500000000002 0.11113500000000003 0.11904500000000003 -0.074599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 14 -13 22 -8 -16 18 -18 -17 20 -19 23 25 -22 -25 -12 27 -27 -29 -26
right_child=1 2 3 4 5 -7 7 -9 -10 -11 13 12 -14 -15 15 16 17 19 -20 -21 21 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=-0.0012877916287399285 -0.0014569438165474272 -0.0013088689697033659 -0.0014012488751852488 0.0012471546998883581 -0.0010663921996107372 0.0013847129232915335 0.0009748566360780705 -0.0011914602820689063 -0.0012853102721115004 -0.00096504410022797476 0.0013888764093512552 -0.0012063443600875874 0.00068041132741791853 -0.00084002593000677894 -0.0014569397383416198 0.0012680249425669394 -0.0014186125382690559 -0.0009102448612736745 -1.1547349346634653e-05 -0.0010493014651386226 0.0013492846511911924 -0.00093712956363255001 0.0012697261755128153 -0.00084067336776810005 0.00058568987366472468 0.0012666490727911402 -0.00039267048465151452 0.00045813385629807043 -0.00061044953118488741 9.6528434027567692e-05
leaf_weight=0.0016447916364998863 0.0013289242391043557 0.0014285312356779869 0.0010424566299409568 0.0015162204049741215 0.0022591712571768943 0.0011000465948187701 0.0019700224064536078 0.0014645750547770389 0.0010875314076503875 0.0013362360657342967 0.0012753473693674086 0.0027141150725297205 0.0010077206919976156 0.0010027623429778023 0.0010352266978155269 0.0027772714508387244 0.0014251332550463255 0.0012647546586919125 0.0019294961612197348 0.0010829816041650888 0.0012317873797229413 0.0011414962694598066 0.0022126793601922054 0.0011280397039854497 0.0072347462564790075 0.0015792825976745917 0.0022613061436800317 0.0062773222856780109 0.0011769947889774812 0.0085580789390576201
leaf_count=238 266 344 64 113 295 42 19 81 32 56 106 127 36 14 382 33 62 36 72 151 32 66 103 61 438 26 33 171 24 387
internal_value=0 5.64752e-07 3.20484e-05 6.39248e-05 8.97906e-05 5.92901e-05 3.34541e-05 7.93193e-05 0.000114628 0.000144121 0.000173594 4.98881e-05 -0.000695488 0.000443963 0.00014002 8.2932e-05 0.000140328 1.72576e-05 0.000743476 0.000111811 0.000172975 0.000243981 0.000531059 0.000318253 0.000243197 0.000401035 0.000289494 0.000460254 0.000289411 0.000320615
internal_weight=0 0.0628503 0.0615213 0.0600928 0.0590503 0.0575341 0.0564341 0.0541749 0.0527103 0.0516228 0.0502866 0.0345009 0.00372184 0.0157857 0.030779 0.028809 0.0277738 0.023067 0.00470677 0.0216419 0.0205589 0.0192941 0.0147829 0.0181527 0.0169209 0.0125703 0.0112949 0.0090336 0.00745432 0.0157928
internal_count=3910 3672 3406 3062 2998 2885 2843 2548 2467 2435 2379 1902 163 477 1739 1720 1338 1233 105 1171 1020 984 463 918 886 360 254 221 195 825
is_linear=0
shrinkage=0.00145689


Tree=1194
num_leaves=31
num_cat=0
split_feature=52 453 31 133 1456 1213 375 1374 1 13 403 43 4 1 133 13 160 0 40 12 160 4 11 13 0 49 52 16 12 16
split_gain=0.000919404 0.000865228 0.00117994 0.000838255 0.000860769 0.000871423 0.000708044 0.000702581 0.000739637 0.000663169 0.000741784 0.000728112 0.000782309 0.000638956 0.000688726 0.000587761 0.000527866 0.000602612 0.000514834 0.000808976 0.00062804 0.00056501 0.000531304 0.000674096 0.000601056 0.000464248 0.000452117 0.000876772 0.000621014 0.000609052
threshold=-0.51745999999999992 0.096095000000000014 -1.0000000180025095e-35 -0.26719999999999994 -1.0000000180025095e-35 -0.082704999999999987 0.087245000000000017 0.098580000000000015 0.10113500000000002 -0.45122499999999993 -0.092224999999999988 -0.17307499999999998 -0.44477499999999992 0.09112000000000002 0.093130000000000004 0.17936000000000002 0.098455000000000015 -0.23029999999999998 0.27658000000000005 -1.0000000180025095e-35 -0.079234999999999986 0.51060500000000009 0.088315000000000018 -0.079119999999999982 -0.053834999999999994 -0.047309999999999998 -0.088779999999999984 -0.083564999999999987 1.0000000180025095e-35 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -11 15 -13 14 16 -12 17 -14 19 -10 21 -21 23 -22 -25 -15 29 -28 -29 -19
right_child=1 -3 3 4 5 6 -8 -9 18 10 11 12 13 25 -16 -17 -18 26 -20 20 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0012696900755346048 0.0014006963036922763 -0.0011467747948454077 -0.0012157379359332889 -0.0008779595212394162 -0.0011819412776168576 0.00071152992383913521 -0.0010748004993458005 -0.0010358188846409711 0.0010877494402429034 -0.0011659270557053333 0.0010027735950606533 -0.001275042600121331 0.0011872844144692482 -5.0641971392261454e-05 -0.001051907518577167 -7.5841819922367571e-05 -0.00081641160890730995 -0.00029856256461519709 -0.00059971829829403385 -0.00086017295932595036 0.0013377557143292452 0.00044892164028498749 -0.00031863448463933527 0.00054738343717810451 -0.00057946093967683175 -0.001088316471070362 0.00031414462322165086 0.0001069089038455102 -0.0010262575312372374 0.0010263084766420653
leaf_weight=0.0011548875528006866 0.0011875867746631288 0.001274848266248795 0.0011083690997251696 0.0020292508642005816 0.0010948414187643687 0.0023137155467338735 0.0010154782296289957 0.0010306889232101204 0.0029478411841699055 0.001158966724359666 0.0022400227000147722 0.0011000567931627068 0.0011259041202720142 0.00156284690875097 0.0010292730091520088 0.0017761632379889036 0.0010679759152987254 0.001017914441631791 0.0010224967260921139 0.001592250684623763 0.0017707532039148433 0.0010884351716100582 0.0015704436157051313 0.0059336772018063755 0.0011003197615906436 0.001841749740323805 0.005821826391607267 0.0016482807416036546 0.0022332778267848408 0.0020519850799267658
leaf_count=275 112 36 229 329 312 23 32 44 231 402 40 67 19 45 157 86 92 40 11 61 88 28 37 122 62 151 294 43 398 44
internal_value=0 -6.91538e-06 2.07729e-05 -1.11753e-05 1.54275e-05 5.30731e-05 8.1804e-05 0.000107311 0.000133484 -6.51033e-06 -7.12138e-05 -1.94651e-05 -0.000126274 -6.1138e-05 5.61008e-05 0.000525755 0.000132297 0.000205193 0.000363625 0.000425174 0.000275573 -0.000328643 0.000431688 0.000565517 0.000371113 -0.000611982 0.000118627 -2.95574e-05 -0.000545065 0.000587009
internal_weight=0 0.0537572 0.0524824 0.0512948 0.0501864 0.0481572 0.0470623 0.0460469 0.0450162 0.02799 0.0256762 0.0245173 0.0205011 0.019401 0.0159964 0.00401619 0.0149672 0.0138992 0.0170262 0.0160037 0.0130559 0.00268069 0.0103752 0.00880475 0.007034 0.0034046 0.0127733 0.00970338 0.00388156 0.0030699
internal_count=3910 3635 3599 3487 3258 2929 2617 2585 2541 1901 1878 1476 1350 1283 1087 126 930 838 640 629 398 89 309 272 184 196 819 735 441 84
is_linear=0
shrinkage=0.00140032


Tree=1195
num_leaves=22
num_cat=0
split_feature=4 483 11 48 43 403 403 48 49 16 133 160 15 52 3 12 3 2 1 43 1
split_gain=0.000147338 0.000230985 0.000186806 0.000201243 0.000276984 0.000260524 0.000285513 0.000245128 0.000307155 0.00026715 0.000191628 0.000369715 0.000259402 0.00020206 0.000377599 0.000259544 0.00023387 0.000189205 0.000212402 0.000180284 0.000129475
threshold=0.50657000000000008 0.088030000000000011 0.088315000000000018 0.016865000000000002 -0.044024999999999988 0.088015000000000024 0.019620000000000002 0.086215000000000014 -0.078209999999999988 -0.094359999999999986 -0.0056849999999999991 -0.082234999999999989 -0.106555 0.071660000000000015 -0.075679999999999983 0.091475000000000015 -0.12008499999999998 0.10836000000000003 0.079945000000000016 -0.074254999999999988 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 20 6 10 -6 -9 -10 -1 -12 -13 14 16 -15 -14 18 -16 -20 -5
right_child=-2 -3 -4 4 7 -7 -8 8 9 -11 11 12 13 15 17 -17 -18 -19 19 -21 -22
leaf_value=-0.0019453813184933386 0.0016677549153017025 -0.0021142904733015676 -0.0019157298521879241 0.00089837222343318486 0.0021159410454907957 -0.002454989210766814 0.0022711928446279787 -0.0023881916695817243 -0.00090498993042207969 0.0016943758427723006 -0.0024474227451709387 0.0023171503381041671 -0.00052244091110663663 0.0020967350271738896 0.0025625566489277224 -0.00073842166421030195 -0.0033824791597443513 -0.0013714605987250876 0.0015087769482772996 -0.00105914821681499 0.003052386949864672
leaf_weight=0.00124967373226026 0.0010116516651094134 0.001132624437994805 0.0010207626282556772 0.0011410447583734828 0.0010262181407614803 0.0010183965698544193 0.0010033037430454148 0.001142283378264608 0.0016936452784886563 0.0015893149319395339 0.001217651301060497 0.0010798590747345691 0.0012065803995584554 0.0017122869455096223 0.0010410226420530235 0.001099554686230686 0.0011657016586999469 0.0010359372640942333 0.0010209126579803218 0.0012749635187008224 0.0011741248565830809
leaf_count=519 213 300 125 114 55 272 118 77 118 117 370 76 93 174 51 146 546 95 31 126 174
internal_value=0 -0.000104858 -9.68391e-06 7.53056e-05 0.000671148 -0.00023064 -7.00674e-05 0.000110721 -0.000354292 0.00035339 -0.000249323 -7.05284e-05 0.000201567 -3.74769e-05 -0.000464994 0.000988063 -0.00192782 0.000328594 0.000856374 8.27371e-05 0.00199077
internal_weight=0 0.0250459 0.0239132 0.0228925 0.00776663 0.0151258 0.0141074 0.00545146 0.00442524 0.00328296 0.0131041 0.0118545 0.0106368 0.00955696 0.00674512 0.00281184 0.00237228 0.00437284 0.0033369 0.00229588 0.00231517
internal_count=3910 3697 3397 3272 655 2617 2345 367 312 235 2227 1708 1338 1262 942 320 639 303 208 157 288
is_linear=0
shrinkage=0.00455379


Tree=1196
num_leaves=31
num_cat=0
split_feature=52 133 31 1 48 47 48 147 52 403 43 4 13 3 38 13 12 48 51 2 0 42 13 42 13 159 0 1374 15 4
split_gain=0.00116803 0.00110734 0.000963031 0.000740671 0.000735604 0.000573028 0.000541841 0.000517499 0.000677509 0.0005083 0.000608612 0.00094357 0.000761686 0.000584006 0.000447491 0.000717859 0.000572721 0.000695181 0.00103554 0.000763869 0.000510977 0.00044679 0.000433095 0.000501773 0.000680658 0.000624261 0.000698845 0.000422246 0.000670251 0.000631351
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.10398500000000001 -0.084204999999999988 0.086425000000000016 0.099800000000000014 1.0000000180025095e-35 0.28122000000000008 -0.092224999999999988 -0.17307499999999998 -0.51381999999999983 0.17936000000000002 0.10420500000000001 0.10011500000000002 -0.17606499999999997 -0.041094999999999993 0.12738500000000003 0.13741000000000003 0.11635500000000001 -0.15291499999999997 -0.090359999999999982 -0.13934999999999997 0.091955000000000023 -0.10023999999999998 0.090705000000000022 -0.070894999999999986 -0.094679999999999986 -0.089594999999999994 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -4 12 -12 -11 21 15 -6 -17 19 -19 20 -18 -13 -23 24 -24 26 27 -26 -29 -30
right_child=1 2 3 4 7 6 -8 -9 -10 10 11 13 -14 -15 -16 16 17 18 -20 -21 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.0013008229101417559 -0.0013119397359321774 0.0011581073562388793 -0.00091647656641688578 -0.00094088328852745485 0.0014003766780978884 -0.0013315508736148507 -5.0302922793336923e-05 0.0010751639621590294 -0.00072806543351593893 0.0010052112935215205 -0.0014006620577565201 -0.001014069652687742 -0.00020825145234610169 0.00057430192016220982 -0.00060209048986869422 0.001249630370104128 0.00093475580386405389 -0.0013990900603993981 0.00051496471087903914 0.0013738748529669273 1.4492361031603362e-05 -0.00081854148582418155 0.0010860186419800885 -0.00088902075442533787 -0.00095017688551689771 -0.00097404479548976138 0.00080104368987666706 0.00048168420423403422 2.4381227118878242e-05 -0.0009124189874971546
leaf_weight=0.0013945891638666988 0.0012359461322005152 0.0014406307192234005 0.0013488147852952484 0.0010126651294513058 0.0012042768278315271 0.0014552341801825066 0.0011656808702338317 0.001492775476672036 0.0013712230263891447 0.0022627461032413967 0.0010822975288080549 0.0010908899560277954 0.0018384468014684963 0.0025102902757652137 0.001000390664387397 0.0010640542656163978 0.0014544638008970887 0.0012131519894609246 0.0010204991267528385 0.0012292551071269031 0.0063419568634941531 0.0014777089374939855 0.00113123355601629 0.0012301293057169751 0.0010151092236370144 0.0012837272838972522 0.0020465781561736255 0.0036073454976237561 0.0044881668894740578 0.0020573335738218743
leaf_count=275 229 113 419 26 115 130 91 76 50 49 31 186 90 40 27 134 12 37 19 68 133 51 21 306 50 134 63 185 514 236
internal_value=0 -2.27246e-06 2.95055e-05 -3.34326e-06 0.0002193 -0.000135137 -0.000761702 0.000286853 0.000212839 -7.74578e-05 -3.57322e-05 -0.00012427 0.000461251 -6.1302e-05 0.000301646 0.000368478 0.000267638 0.000174836 -0.000524606 0.000347932 0.000186172 -0.000143427 -9.16328e-05 -2.79208e-05 3.98526e-05 -4.1775e-05 4.87905e-05 -8.90633e-05 -2.96684e-06 -0.000270067
internal_weight=0 0.052173 0.0509371 0.0494964 0.0184047 0.0310917 0.00262092 0.017392 0.0158993 0.0284708 0.027122 0.0230208 0.00410119 0.0219385 0.014528 0.0135277 0.0123234 0.0112593 0.00223365 0.00902568 0.00779642 0.0194282 0.0183373 0.0168596 0.0156295 0.0144983 0.0132145 0.011168 0.0101528 0.0065455
internal_count=3910 3635 3406 3293 697 2596 221 671 595 2375 1956 1817 139 1786 545 518 403 269 56 213 145 1746 1560 1509 1203 1182 1048 985 935 750
is_linear=0
shrinkage=0.00140032


Tree=1197
num_leaves=31
num_cat=0
split_feature=52 31 151 1348 1456 133 1213 457 1 124 42 1374 3 47 42 49 48 3 403 52 43 12 16 52 15 11 0 0 49 49
split_gain=0.00117568 0.00098638 0.000926511 0.00117196 0.000965701 0.000912337 0.000902391 0.000941689 0.000762749 0.000707928 0.000804643 0.000648224 0.000585854 0.000955765 0.000820114 0.000620008 0.000747375 0.000578024 0.000612973 0.000565508 0.000573918 0.000572831 0.000673672 0.000553965 0.000471633 0.00063113 0.000465494 0.000410696 0.000405487 0.000430975
threshold=-0.51745999999999992 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 -0.26719999999999994 -0.082704999999999987 0.51789000000000007 0.10113500000000002 0.51367000000000018 -0.14127499999999996 0.088870000000000018 -0.115685 1.0000000180025095e-35 -0.09602999999999999 -0.085974999999999982 0.089125000000000024 0.10223 -1.0000000180025095e-35 0.10599500000000002 -0.15648499999999999 0.088375000000000023 -0.083564999999999987 -0.07125999999999999 -0.029114999999999999 0.077330000000000024 -0.087899999999999992 -0.024394999999999997 -0.045004999999999996 0.10960000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 10 -10 27 24 14 -14 16 -16 18 -17 20 -20 22 23 -22 -8 -26 -24 28 -12 -30
right_child=1 2 3 -5 5 6 7 -9 9 -11 11 -13 13 -15 15 17 -18 -19 19 -21 21 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0013836483743900226 0.001272889278500493 -0.0014407542857140753 -0.0010569358503899075 0.0014386164637936677 -0.0013277321027682025 -0.0013017619123437481 0.0012433085643198806 -0.0013273842215258764 -0.00079696381573560323 0.0014866531568754242 0.00091931250392893182 -0.00079039322735949811 -0.0013108335261438541 -0.0011716595349844081 -0.001480684007174046 -0.0010775232182112838 0.0002251055006858725 0.0006681935860942779 0.0010374654797821621 -0.00090962274006735312 -0.00023908852223104797 -0.00075981683702056892 0.00014488803460468722 0.00086846719921568393 0.00040309962659238076 -0.00090234849174571986 -0.00094279057108368532 0.0013362393977697331 0.00010736733765511419 0.00086763367829076311
leaf_weight=0.0013911737037624041 0.0013114850595167251 0.0010107848203109162 0.0019769797460436047 0.001214233370503858 0.0011142346300948005 0.0010949843814488372 0.0010627348095049172 0.0010527342965360722 0.0014573754718441015 0.0011042219968828695 0.0024204275618231472 0.0010138961055758964 0.0011218704581703589 0.0019209699034086749 0.0012859318868514427 0.0011463327616120242 0.0010148424546514434 0.0031513744002431556 0.0014347664781180188 0.0012107384759016968 0.0013986110961923259 0.0016781928251551346 0.0021396139953353465 0.0034751368652621217 0.0043980680718327314 0.001004621325307653 0.0014630322606508355 0.0010446691389440774 0.0089464923709741129 0.0020179425856152742
leaf_count=275 113 65 335 42 220 312 37 16 17 6 122 34 134 152 75 570 18 35 26 167 19 187 103 66 82 59 154 103 304 62
internal_value=0 -5.92203e-07 -3.13072e-05 -4.6109e-06 -3.82137e-05 1.92658e-06 3.21256e-05 6.25769e-05 9.37686e-05 0.000333862 0.000258544 0.000358151 -5.5777e-05 -0.000169329 -7.54984e-05 -4.05576e-06 -0.000728282 9.34001e-05 -3.64819e-05 5.67502e-05 0.000157707 3.34039e-05 0.000190449 0.000550634 0.000338361 0.000160354 -0.000296818 0.000438854 0.000368814 0.00024729
internal_weight=0 0.0556873 0.0543758 0.053365 0.0521508 0.0501738 0.0490596 0.0479646 0.0469119 0.018005 0.0169008 0.0154434 0.0289068 0.0224414 0.0205204 0.0193986 0.00230077 0.0170978 0.0139464 0.0128001 0.0115894 0.0101546 0.00847639 0.00487375 0.00646542 0.00540269 0.00360265 0.0144295 0.0133849 0.0109644
internal_count=3910 3635 3522 3457 3415 3080 2860 2548 2532 648 642 625 1884 1706 1554 1420 93 1327 1292 722 555 529 342 85 178 141 257 591 488 366
is_linear=0
shrinkage=0.00148603


Tree=1198
num_leaves=20
num_cat=0
split_feature=147 11 52 15 403 403 133 484 1375 133 156 40 160 13 15 43 13 4 15
split_gain=0.000142491 0.000224101 0.000163439 0.000265344 0.000199 0.00023302 0.000275863 0.000193061 0.000196897 0.000177633 0.000253569 0.000229049 0.000251042 0.00020648 0.000282527 0.000232221 0.000540335 0.000324 0.000154558
threshold=0.08955500000000001 0.088315000000000018 0.28122000000000008 -0.24219999999999997 0.088015000000000024 0.03138500000000001 -0.0056849999999999991 -0.0043499999999999988 -0.072014999999999982 0.10599500000000002 0.082605000000000026 -0.080519999999999994 0.090735000000000024 -0.083514999999999992 0.035895000000000003 -0.078644999999999979 0.23436000000000004 -1.0000000180025095e-35 -0.091274999999999981
decision_type=2 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 -10 13 18 15 16 -15 -17 -13
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 -12 12 -14 14 -16 17 -18 -19 -20
leaf_value=0.0018609067939206131 0.0014852419817268008 -0.0022565780790110897 -0.0015279028436860009 -0.0021585065764395616 -0.0019648575789822822 0.0022209835320219497 -0.0019041254875131139 -0.0014563333835717548 0.0028996821411320195 -0.0013825661105430855 -0.0012523487128884893 0.00035228849768028373 -0.001599162515742974 -0.0028564132545870536 -0.0014873015706338541 0.0032890894960772845 0.001993756880576421 0.00030304190280054812 0.0026375850662692219
leaf_weight=0.0017317802727082566 0.0013123153991961836 0.0010519833639589518 0.001516009013522889 0.0013287559757577385 0.0011731210409518513 0.0010448064580836349 0.001032145776801884 0.0014494053032851886 0.0010313476345107384 0.001187442878520518 0.001583217789816461 0.0010122265870756708 0.0010846372518305012 0.0010143079531690895 0.0014718923923253691 0.001472685290018645 0.0010485837551144073 0.001828152657997309 0.0019325186632157222
leaf_count=265 152 139 353 594 300 107 427 96 107 360 245 65 98 111 170 64 20 101 136
internal_value=0 -0.000116381 -2.23469e-05 7.94248e-05 -6.96498e-05 4.42368e-05 -7.88481e-05 8.22942e-05 0.000209511 0.000374131 0.000528882 0.000765935 0.000563392 0.000803218 0.000351393 0.00085596 -0.000391034 0.00163528 0.00185204
internal_weight=0 0.024995 0.023943 0.022427 0.0206952 0.0195221 0.0184773 0.0171486 0.0161164 0.014667 0.0134796 0.0118964 0.010865 0.00978037 0.00683562 0.00536373 0.00206289 0.00330084 0.00294475
internal_count=3910 3758 3619 3266 3001 2701 2594 2000 1573 1477 1117 872 765 667 466 296 131 165 201
is_linear=0
shrinkage=0.00473777


Tree=1199
num_leaves=18
num_cat=0
split_feature=1 15 49 0 12 12 3 49 3 15 43 43 47 3 16 48 1
split_gain=0.000136115 0.000206746 0.000348984 0.000314052 0.000325634 0.000391478 0.000195829 0.000207794 0.000231623 0.000282174 0.000219964 0.000208402 0.000190801 0.000368031 0.000104517 0.000310933 7.43038e-05
threshold=0.094385000000000011 0.035895000000000003 -0.045004999999999996 -0.19631499999999999 0.051320000000000005 0.10333000000000002 -0.115685 -0.085974999999999982 0.084925000000000014 0.085120000000000015 -0.077544999999999989 -0.089949999999999988 0.09252500000000001 0.096385000000000012 0.22945500000000005 0.084500000000000006 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 12 -6 16 -8 9 10 11 -9 13 -5 15 -10 -1
right_child=1 -3 3 4 5 -7 7 8 14 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00011670601038914135 0.0023584547431924957 -0.0011420826882920581 -0.0016689226397849112 0.0041515955236536917 -0.0020024272113886954 0.0013713439453167517 -0.0025168733352835685 -0.0021755970532975474 0.0027123790439882024 0.00055792173710078304 -0.0028342929040683111 0.00056912848071056566 0.00028981226653509236 0.00055286358613745943 -0.00074868741238763223 -0.00045493403320950339 0.0015784036803762331
leaf_weight=0.0019173356424110341 0.0018389686273415648 0.0017307320364861054 0.0015696647869845055 0.0011147128551981782 0.0016965782308631105 0.0012305061520168081 0.0010958905870903654 0.001071668563170038 0.0011669303001489162 0.0017292191345553154 0.0017887265334009233 0.0012344380211355976 0.0018268269593297859 0.0012502262426831168 0.0010261274304035339 0.0014308116219865497 0.0011559833970525846
leaf_count=98 212 201 72 200 199 106 111 233 57 914 657 431 83 122 44 39 131
internal_value=0 0.000316481 0.00055627 0.000174829 0.000581365 -0.00058414 -0.000344994 -0.000639826 -0.000422102 -0.000984533 -0.0016359 -0.00070637 0.00139523 0.00224912 0.000481801 0.000967853 0.000666502
internal_weight=0 0.0122582 0.0105275 0.00868852 0.00711885 0.00292708 0.0136171 0.0105438 0.00944792 0.00582405 0.00409483 0.00230611 0.00419177 0.00236494 0.00362387 0.00259774 0.00307332
internal_count=3910 1195 994 782 710 305 2715 2486 2375 2235 1321 664 405 322 140 96 229
is_linear=0
shrinkage=0.00455379


Tree=1200
num_leaves=31
num_cat=0
split_feature=52 133 453 31 1456 1213 133 376 376 1456 1374 1 2 42 52 151 42 42 4 160 40 15 11 0 2 52 403 13 159 0
split_gain=0.00103174 0.00100855 0.000881357 0.00111013 0.000743258 0.000704678 0.000741612 0.000612829 0.000853449 0.000677967 0.000695196 0.000795683 0.000562434 0.00126624 0.000774464 0.000885952 0.000736806 0.00055385 0.000624339 0.000549609 0.000635657 0.000508094 0.000719173 0.000439057 0.000533138 0.000430777 0.000428892 0.000388779 0.000326142 0.000269103
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 1.0000000180025095e-35 0.09309000000000002 0.10113500000000002 0.086650000000000019 -1.0000000180025095e-35 0.11401500000000002 -0.084019999999999984 -0.088669999999999985 0.091955000000000023 0.011185000000000002 -0.08044999999999998 0.10989500000000001 1.0000000180025095e-35 0.088315000000000018 -0.10783 0.084065000000000015 -0.053514999999999993 -0.079874999999999988 -0.081284999999999982 0.082325000000000023 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 -7 8 9 10 11 12 16 25 15 -15 -8 18 28 29 21 22 -21 24 -18 -14 -6 -16 -17 -13
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12 19 13 14 27 17 23 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013007128488379883 -0.0012870041122684422 0.001400636779317931 -0.001173144284700438 -0.00083000526197143725 -0.00012419525481721937 0.0011341342631834589 0.00054191052635285512 -0.0009131350423973733 0.0013012458270193518 -0.00085387146142691303 -0.0010387206596946929 0.00021631895671518484 -0.00020134361200286002 -0.00062788737115269629 -0.0011337940466178865 0.0010392760208865275 0.00053376647771981723 -0.00019035251530831357 5.000137128968936e-05 0.00089569903926126223 -0.00047848646859023977 -2.7276196250509603e-06 -0.00032535175620859675 -0.0009277372716604116 -0.00077097723229558332 -0.0013714550280404436 -0.0014003660353337096 9.0193720858159604e-05 0.00020123898673466225 -0.00079802934179643416
leaf_weight=0.0012415910582277414 0.0011831235757251415 0.0011643875676943241 0.0011837482103089761 0.0019497380862063532 0.0010588717307735696 0.0012947720427511902 0.0014066833316643823 0.0012362646442891636 0.0011054927327711619 0.001550527695525993 0.0010408876278615855 0.0010288505240438894 0.0011699573694192722 0.001438483107651046 0.001032941142760091 0.0055195446495304168 0.0011832612454334424 0.0016939553183386033 0.0022712900576191686 0.0078019649587253159 0.0011908748704474456 0.0022097419133615412 0.0010763301743708098 0.0032460957725968234 0.0012767084871860845 0.0013052502246274625 0.001007970868577345 0.0010029618635108992 0.0010905280400415052 0.0010226038312719518
leaf_count=275 229 112 36 329 171 42 75 27 30 283 56 22 79 102 60 116 32 120 37 326 30 59 29 445 36 196 358 74 52 72
internal_value=0 -8.98292e-06 2.09229e-05 4.95491e-05 1.69188e-05 5.26122e-05 8.99862e-05 5.84734e-05 8.73026e-05 5.42152e-05 9.03099e-05 0.000121262 -3.65769e-05 0.000105136 0.000267836 0.000403178 -0.000365816 0.000543426 0.000683381 0.000381614 0.000493707 0.000598122 0.000747669 -0.000589592 -0.000143387 -0.000818378 -0.000746566 -0.000530812 0.000901017 -0.000289311
internal_weight=0 0.0517438 0.0505607 0.0493769 0.0482126 0.0462628 0.044196 0.0429012 0.0416649 0.0405594 0.0390089 0.037968 0.0236377 0.0165249 0.0140497 0.0120138 0.00711275 0.0105753 0.00888136 0.0143304 0.0122789 0.011088 0.0088783 0.00570607 0.00245997 0.00247521 0.00206684 0.0020359 0.00661007 0.00205145
internal_count=3910 3635 3406 3370 3258 2929 2400 2358 2331 2301 2018 1962 1424 836 561 427 588 325 205 538 444 414 355 513 68 275 529 134 168 94
is_linear=0
shrinkage=0.00140032


Tree=1201
num_leaves=31
num_cat=0
split_feature=52 133 158 31 1213 133 376 376 16 403 4 160 1374 51 2 48 1 47 151 2 133 0 12 123 12 133 151 160 13 51
split_gain=0.000919068 0.00100369 0.00094338 0.0010346 0.000865899 0.0007346 0.00079094 0.000986939 0.000687659 0.000705189 0.000592795 0.00105475 0.000631214 0.000566604 0.000555387 0.000797608 0.00058029 0.000811413 0.000509844 0.000574296 0.000766285 0.000596608 0.000518145 0.000447954 0.00055093 0.000503586 0.000568908 0.000636137 0.000698929 0.000642097
threshold=-0.51745999999999992 -0.26719999999999994 0.11034000000000001 -1.0000000180025095e-35 -0.082704999999999987 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.41476000000000007 -0.092224999999999988 -0.49837999999999999 -0.40446999999999994 0.09309000000000002 -0.40274499999999996 0.088675000000000018 0.087035000000000015 0.11183500000000002 0.086425000000000016 -0.082774999999999987 0.085255000000000011 0.065880000000000008 -0.083424999999999985 0.086865000000000012 0.086020000000000013 -0.12394999999999999 -1.0000000180025095e-35 -0.082164999999999988 0.088485000000000008 -0.089899999999999994 0.086360000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -11 -12 14 -10 15 16 17 18 -13 20 21 22 -20 24 -16 -26 -27 28 -28 -30
right_child=1 2 -4 4 5 6 -8 -9 13 10 11 12 -14 -15 23 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0012593645501947398 -0.0012759532449063814 0.001400588731667933 -0.0013094261240163586 -0.0011645774136050599 0.0010158283165229147 -0.001146405949046427 -0.001050148711427138 0.0013282921467792036 1.1603168322866152e-05 -0.00079288992075206613 -0.0012930176286745389 0.00070422513018146657 -0.0009727049343495307 0.0011438998167072308 -0.00081366535469234221 -0.0011103099409214509 0.00067661305594847573 -0.0011702930223216148 -0.0002558264917860031 -0.00081815926477148918 0.001020091365440495 -0.00087559592777295466 0.00088996170536114654 0.0011192488775306126 0.00092825454329353613 -0.00036162096608117274 0.00063350933678286254 0.00079376685460988232 0.00016239329569387869 -0.00063549597318874468
leaf_weight=0.0011749890392316322 0.0011980059623437614 0.0010819233053206414 0.0010275380064749253 0.0011882458940709597 0.0014828632150774004 0.0010887063685154344 0.0013289042166197964 0.0011471313551845155 0.0016311475339634285 0.0017954957653456482 0.0011503013106353146 0.0016803498542974369 0.0011132575613679299 0.0018488262455855766 0.0010326057679050918 0.0014339160055250053 0.0020374133660185931 0.0013126631555809851 0.0021836817184162005 0.0018966769939610106 0.001296919855912515 0.0016558892384459659 0.0011987831233675195 0.0010547450735598476 0.0018692000949729328 0.0033185627861427305 0.0038690695083936069 0.0036119127853768687 0.0067254726256940085 0.002801598582567344
leaf_count=275 229 110 159 317 43 416 25 32 70 82 227 139 56 23 44 115 58 63 96 165 77 143 74 92 125 152 90 78 264 71
internal_value=0 -7.98853e-06 1.96987e-05 4.50669e-05 1.72669e-05 4.45003e-05 1.57413e-05 4.47944e-05 1.38675e-05 -3.33944e-05 -5.23959e-06 2.90504e-05 6.69819e-05 0.000613165 9.66755e-05 -0.000118185 -1.0917e-05 -0.000135709 1.2989e-06 -0.000142186 6.01891e-05 -0.000186899 0.000150254 0.00022671 0.000186182 0.000232697 0.000168735 0.000272217 0.000131595 -7.22397e-05
internal_weight=0 0.0560618 0.0548638 0.0538363 0.0527543 0.0515661 0.0500832 0.0487543 0.0476072 0.0441272 0.0430385 0.041243 0.0400927 0.00347997 0.0389795 0.0146963 0.0132624 0.011225 0.0099123 0.00823195 0.00633527 0.00503835 0.00338246 0.0242832 0.0232284 0.0221958 0.0203266 0.0170081 0.0133961 0.00952707
internal_count=3910 3635 3406 3247 3137 2820 2777 2752 2720 2627 2211 2129 1902 93 1846 930 815 757 694 555 390 313 170 916 824 780 655 503 425 335
is_linear=0
shrinkage=0.00140032


Tree=1202
num_leaves=31
num_cat=0
split_feature=31 52 133 151 4 1348 14 1456 14 133 1212 376 11 16 43 0 43 16 52 47 4 2 15 4 51 4 0 49 0 4
split_gain=0.000801766 0.000747585 0.000752235 0.000783883 0.000728 0.000898027 0.000678385 0.00066424 0.000636619 0.000613625 0.000741075 0.000632815 0.000594742 0.000588897 0.000631935 0.000718211 0.00109256 0.000662302 0.000797914 0.000463703 0.000420889 0.000585873 0.000528401 0.000437868 0.000596709 0.00059463 0.000333975 0.000576916 0.000318939 0.00028807
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.52174999999999983 0.27020000000000005 0.084620000000000015 0.077685000000000018 -1.0000000180025095e-35 -0.46879999999999994 -0.17468499999999998 -1.0000000180025095e-35 0.11605500000000001 0.079700000000000007 -0.014099999999999998 0.088185000000000013 -0.11077499999999998 -0.074254999999999988 0.20277000000000003 -0.088779999999999984 0.096475000000000019 1.0000000180025095e-35 0.11362000000000001 -0.094924999999999995 0.0057500000000000008 0.086360000000000006 0.15045000000000003 -0.11524 -1.0000000180025095e-35 -0.017269999999999997 -0.026614999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -9 -11 12 13 20 15 -15 17 18 -17 -10 21 22 -12 -22 25 -25 -27 -28 -19 -18
right_child=1 2 3 4 8 -7 -8 9 19 10 11 -13 -14 14 -16 16 29 28 -20 -21 23 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00089551821552554954 -0.0012024759736306396 -0.0012097381380319337 -0.0012717840273942153 -0.00099944222096438971 -0.00050491074320705147 0.00089198201996767436 -0.0011837386546600555 0.00077226670593574256 0.00082537105246917634 -0.0012937321861177294 0.0005739084586434942 -0.0010406451722497062 -0.0010282658218445449 0.00075200236143051506 0.0010450488363827359 0.00045095034525777987 -0.0004492263763980102 0.00022670395543744818 -0.00073721818529147302 -1.0078126746109052e-05 -0.0011563514421022757 0.00078257005678461749 -0.0003777967465702388 -0.0012603194012837443 0.00030931754565341951 -0.00067280073369074735 -0.00058247530743856402 0.00065373787537974552 0.0010283896977779647 -0.0012291179669251303
leaf_weight=0.0010576412607816157 0.0013222798518710546 0.0012431286618890805 0.0010951705539214976 0.0017861727184388379 0.0014137846685002842 0.0011635847667648127 0.0012903302102076344 0.0010734612725773465 0.0027476048409843514 0.0010450109658448605 0.0011954317951542422 0.0013940745058107487 0.001241169075740344 0.0018386291436200972 0.0010591883776833741 0.0017287315111769192 0.0024296217858790214 0.0018389244361740609 0.0020889149375835636 0.0018676348700985557 0.0012976410060890906 0.0011931196779046971 0.0053278753479651855 0.001454013943213095 0.0018028396899154586 0.002308640345262348 0.0013238258718395466 0.0012086088884046813 0.0015145434049372852 0.0011764641476221891
leaf_count=113 275 229 64 300 47 43 100 27 291 241 60 17 40 64 14 89 174 74 205 46 80 63 838 115 33 51 44 31 12 130
internal_value=0 -0.000242828 -0.000216474 -0.000190149 -0.000164291 -0.00022778 -0.000261519 -0.00022964 0.000254624 -0.000190952 -0.000220951 -0.000187408 -0.00015027 -0.000114874 8.52732e-05 4.69318e-06 -0.0001228 0.000169293 -0.000199184 0.000487292 -0.00027482 -5.09414e-05 -0.000203392 -0.000458688 -0.000346892 -0.000534823 -0.000316921 7.50958e-06 0.000588773 -0.000703661
internal_weight=0 0.0494704 0.0481481 0.046905 0.0458098 0.0397808 0.0386172 0.0373269 0.00602902 0.0355407 0.0344673 0.0334223 0.0320282 0.030787 0.013675 0.0126158 0.0107772 0.00717111 0.00381765 0.00461524 0.017112 0.00771643 0.00652331 0.00939557 0.00809793 0.00629509 0.00484108 0.00253243 0.00335347 0.00360609
internal_count=3910 3797 3522 3293 3229 2845 2802 2702 384 2402 2375 2134 2117 2077 762 748 684 380 294 337 1315 961 898 354 274 241 126 75 86 304
is_linear=0
shrinkage=0.00129368


Tree=1203
num_leaves=31
num_cat=0
split_feature=156 1213 151 1348 14 31 4 1456 133 133 2 12 40 4 123 42 1 159 133 51 15 1374 13 151 16 52 13 2 4 2
split_gain=0.00112905 0.001149 0.00114345 0.00112738 0.00121861 0.00135683 0.00101492 0.000926686 0.000817845 0.000778129 0.000773559 0.000755834 0.000783317 0.00109358 0.000749209 0.000867624 0.0020196 0.000921558 0.000712902 0.000605791 0.000891436 0.000780801 0.000769031 0.000582721 0.000791819 0.00073977 0.00103986 0.000673482 0.000628114 0.000530533
threshold=-1.0000000180025095e-35 -0.082704999999999987 -0.52174999999999983 0.090050000000000005 0.088250000000000009 -1.0000000180025095e-35 0.51224500000000017 -1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 0.086650000000000019 0.097345000000000015 0.028705000000000001 -0.0017649999999999999 0.088610000000000008 -1.0000000180025095e-35 0.085990000000000011 -0.034019999999999988 -0.0043399999999999992 -0.07742499999999998 -0.26361999999999991 0.086000000000000007 -0.5337599999999999 -0.083559999999999982 -0.10808 0.11401500000000002 -0.074599999999999986 0.092450000000000018 0.022820000000000003 0.11005500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 11 12 13 -11 15 16 -12 -17 -19 -20 -21 22 -22 24 -24 26 28 -28 -25 -29
right_child=1 2 3 -5 -6 6 -8 8 9 10 14 -13 -14 -15 -16 17 -18 18 19 20 21 -23 23 25 -26 -27 27 29 -30 -31
leaf_value=-0.0012683768603118956 -0.0011160797954057797 -0.0012294383525352556 0.0012686671143798327 0.0012260585330414351 -0.0011305124502245377 -0.0008705970405155206 0.0012121065968953167 -0.0010030057880447427 0.00092832171971471552 -0.00011703165897859913 -0.0012684137503851047 0.00025473757078407739 0.00066253442026773489 -0.0009207568053573096 0.00099546971578704413 -0.00071540120704826282 0.0009081696213450414 0.001057135529876908 -0.00046295708636173521 0.001268515403128049 -0.00070497701580174129 -0.00090396241731556623 0.00052443135462044901 0.0011216725556266508 -0.00093473786123984338 -0.00037490908783343224 0.0007896837378525409 -0.00052518658892417415 0.00031299000110892033 0.00026149387106781636
leaf_weight=0.0011654934102101047 0.0014701630174777094 0.0011577760412109219 0.0014251525159387759 0.0012685156922920262 0.0014504747852290825 0.0019388791961950638 0.001116316474805589 0.0012214197590169054 0.0015627400030275842 0.0062551073892858633 0.0020705052460210363 0.0042564042040802432 0.0010843998408258679 0.0048230599825633824 0.0015413450322983016 0.0018084476789579354 0.0010253496621537295 0.0015427263217944178 0.0022240709526704086 0.0012575092992399483 0.0013356720133970114 0.001036829408417538 0.0010732926662058162 0.0043847765308182522 0.0013515500067065025 0.001861364925828112 0.0019863190822895383 0.002376289556758282 0.002385620655903864 0.0032858735295295816
leaf_count=197 355 65 112 42 55 288 128 206 26 657 321 120 16 170 83 123 36 70 204 43 7 44 30 108 66 92 53 80 40 73
internal_value=0 -8.2927e-06 1.88024e-05 4.33178e-05 1.73073e-05 4.69152e-05 1.51452e-05 -9.74207e-06 2.25105e-05 4.72998e-05 1.91825e-05 -0.000205262 -0.000366243 -0.000466946 0.000132406 8.95025e-05 -0.000547528 0.000160163 0.000220825 0.000168291 0.000231149 0.000169259 0.000224783 0.000291174 -0.000288875 0.000377569 0.000474708 0.000154253 0.000836725 -6.86592e-05
internal_weight=0 0.061578 0.0601078 0.05895 0.0576815 0.056231 0.0548059 0.0536896 0.0517507 0.0505293 0.0489665 0.016419 0.0121626 0.0110782 0.0325475 0.0310062 0.00309585 0.0279103 0.0261019 0.0245592 0.0223351 0.0210776 0.0200408 0.0187051 0.00242484 0.0162802 0.0144189 0.00764848 0.0067704 0.00566216
internal_count=3910 3713 3358 3293 3251 3196 3084 2956 2668 2462 2436 963 843 827 1473 1390 357 1033 910 840 636 593 549 542 96 446 354 206 148 153
is_linear=0
shrinkage=0.00126831


Tree=1204
num_leaves=22
num_cat=0
split_feature=1213 1456 453 38 124 40 3 51 51 133 150 12 1 2 42 52 1 1 4 16 4
split_gain=0.000288287 0.00030964 0.000218664 0.000199747 0.000296623 0.000182724 0.000213793 0.000376889 0.000262911 0.000252822 0.000249723 0.000224606 0.000327802 0.000265584 0.000282086 0.000239932 0.000228263 0.000192119 5.08305e-05 5.01387e-05 4.83494e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.10666500000000002 0.12342500000000002 -0.07742499999999998 0.091545000000000015 0.090480000000000019 0.094045000000000004 0.10871500000000002 0.086650000000000019 0.083725000000000008 -1.0000000180025095e-35 0.095575000000000007 0.10420500000000001 -0.08100499999999998 -0.0072149999999999992 -0.0025899999999999994
decision_type=2 2 2 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 13 -13 15 19 -7 18 -10 -17 -15 -16
right_child=1 2 -4 -5 5 6 7 -9 17 -11 -12 12 -14 14 20 16 -18 -19 -20 -21 -22
leaf_value=-0.0021163722984571679 -0.0021169802649468393 0.0018884141217919545 -0.0014626052272123911 -0.0014934246211434489 -0.0011882287100385995 -0.0015952795521051752 0.00010810991364150558 -0.0010507730360846533 0.0010606486631956904 -0.0017497399993805119 -0.0012068998819855989 -0.0019956572250101881 0.00059703791554771048 -9.164798728109867e-05 0.0018344567495801032 0.00041604431529697664 0.0020479770663673841 0.0033137454650994905 -0.00083989146665978682 0.0010845069123858716 0.0030241052539784555
leaf_weight=0.0010108530823712816 0.0010039337301531717 0.0016942102608848977 0.0012871890991934523 0.001028431343334745 0.0014613241359782139 0.0010920406950213311 0.0012260505819110534 0.001089341603972116 0.0010321560294954671 0.0011570064031765368 0.0017709625798629789 0.0013474666552710799 0.0017772149884240918 0.0012829776334240539 0.0010780742584374226 0.0010062167741799431 0.0010692009714561301 0.0014036011557710948 0.0010196597473661265 0.0010244754168342585 0.0010695797594540979
leaf_count=592 332 256 91 91 131 192 43 42 27 523 185 307 88 153 139 158 35 139 154 145 87
internal_value=0 4.16111e-05 0.000128583 0.000215259 0.000293008 0.000163726 0.000265322 0.000996355 0.00160535 2.89649e-05 0.000180981 0.000389862 -0.000521018 0.0007192 0.00139293 2.34436e-06 0.000566036 0.00235899 -0.000216091 0.000430548 0.00242693
internal_weight=0 0.0259211 0.0249172 0.02363 0.0226016 0.0209073 0.019446 0.00475115 0.00366181 0.0146949 0.0135379 0.0117669 0.00312468 0.00864223 0.00445511 0.00418712 0.00309508 0.00243576 0.00202588 0.00230745 0.00214765
internal_count=3910 3318 2986 2895 2804 2548 2417 251 209 2166 1643 1458 395 1063 524 539 347 166 312 298 226
is_linear=0
shrinkage=0.00396435


Tree=1205
num_leaves=19
num_cat=0
split_feature=150 484 2 3 15 1 474 156 4 4 15 42 52 12 47 2 3 1
split_gain=0.000132497 0.00025303 0.000197645 0.000206325 0.000295526 0.000190254 0.000189884 0.00029506 0.000225176 0.000505609 0.000287665 0.000233202 0.000238599 0.00024107 0.000166726 0.000332316 0.000113481 0.000100656
threshold=0.083205000000000015 -0.0043499999999999988 0.11125500000000001 -0.08348499999999999 -0.091024999999999981 0.12811000000000003 0.084835000000000008 0.084090000000000012 -1.0000000180025095e-35 0.05309500000000001 -0.021529999999999997 0.08955500000000001 0.086950000000000013 0.086865000000000012 0.09252500000000001 0.11339500000000001 0.11265500000000002 0.11287500000000002
decision_type=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 10 -10 -3 12 13 -12 15 -11 -7 -16
right_child=2 5 -4 4 -6 16 -8 -9 9 14 11 -13 -14 -15 17 -17 -18 -19
leaf_value=-0.0018393002944866977 0.001500363394694454 0.0016491632512898003 0.0016924313991953537 0.00067778212774461429 -0.0020583336341127882 0.0016593739214327782 0.0011389983566024199 -0.0023424341571412349 -0.003182161810813986 0.0013090995033558392 -0.0002769481721661939 -0.0017460060356132437 -0.00091400940500891705 0.0018094305808544202 -0.0018633985523286889 -0.0014819701536711609 4.8293560056742288e-05 -0.0001542094251448555
leaf_weight=0.0013419061037149562 0.0010349036402851342 0.0017687921331759719 0.0016002055996896525 0.0013227083468834167 0.0011684423756899145 0.0014682016644313447 0.0014860916018050166 0.0010808206273542611 0.0011169115948936091 0.0019835109528366646 0.001659809106208443 0.0011825660906029101 0.001950811647785794 0.0018299358227007456 0.0011745826821574212 0.0010127377079856004 0.0012915836274867698 0.0010046874631441938
leaf_count=580 145 243 131 74 154 149 224 208 179 174 237 415 379 300 62 94 119 43
internal_value=0 -0.00017281 0.000536928 1.25339e-05 -0.000605558 -6.10583e-05 -0.000215666 -0.000343362 -0.000196224 -0.000763151 0.00022887 -0.000150438 0.000196377 0.000817097 -0.000241112 0.000365713 0.000905386 -0.00107543
internal_weight=0 0.0213529 0.00512626 0.00352605 0.00249115 0.020011 0.0172513 0.0157652 0.0146843 0.00629243 0.00839191 0.00662312 0.00544056 0.00348974 0.00517552 0.00299625 0.00275979 0.00217927
internal_count=3910 3406 504 373 228 2826 2558 2334 2126 552 1574 1331 916 537 373 268 268 105
is_linear=0
shrinkage=0.00396435


Tree=1206
num_leaves=31
num_cat=0
split_feature=52 133 31 1456 1213 453 42 123 1374 42 43 1456 0 1 42 1 2 4 3 2 52 151 157 42 1374 4 3 49 4 4
split_gain=0.000856266 0.000947772 0.000727297 0.00059813 0.00064126 0.000636223 0.000616683 0.00106978 0.000701754 0.000649594 0.000683744 0.00059795 0.000580058 0.000583949 0.00122408 0.000527728 0.000565315 0.000917952 0.000667486 0.000934204 0.000606723 0.000788375 0.000702827 0.000559888 0.000556192 0.00046475 0.000450153 0.000446108 0.000559353 0.000374563
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089535000000000017 -1.0000000180025095e-35 0.084995000000000015 0.09309000000000002 -0.082904999999999993 0.0016850000000000001 1.0000000180025095e-35 -0.017269999999999997 0.090355000000000005 -0.11403999999999999 0.11235500000000002 0.086650000000000019 -0.0017649999999999999 -0.078884999999999997 0.079395000000000007 0.11401500000000002 -0.084084999999999979 -1.0000000180025095e-35 0.091955000000000023 -0.094679999999999986 0.074650000000000008 0.16699000000000003 -0.018544999999999996 0.27020000000000005 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 10 12 15 13 -6 -15 16 17 18 -8 -20 21 -18 -23 24 -24 -19 29 -17 -29 -26
right_child=1 2 3 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 27 20 25 19 -21 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0013864048338585473 -0.0014519206311416006 0.001241234303835908 -0.0008983460382508045 -0.00088307022424080725 -0.00139791497002188 -0.001092639795075399 -0.00051117888173360956 0.0015770909790275654 -0.0011432957684380655 -0.0013517969949526207 0.00098570184292248795 -0.00087380896694983705 0.00046237450912555301 -0.0011343159728430926 0.0011170557021913797 0.0014478005102292295 -0.0006812102560360575 -0.0015242518339311441 0.0014610971719458668 -0.00044756795828377726 -0.0005532915697053284 -0.00050409152347747265 -3.8982338612678756e-05 -0.00030304167602824921 0.0012989768946765434 -0.0002531335675877664 3.2667691230708174e-05 -4.9537103873462732e-06 0.0011208111441905614 0.00054903036307391386
leaf_weight=0.0011640113633295526 0.0011206098592055893 0.0011738013554609674 0.0018340584950163876 0.0018741894682450235 0.0015985920089376382 0.0011613194230903892 0.0019670073164741453 0.0013155342845041487 0.0010472519861499654 0.0012401722015414895 0.0011710149739343478 0.0013126492415840288 0.0016112421266196719 0.0014067740013494756 0.0010479869929618246 0.0013036683941511917 0.0015745231610111441 0.0015775499565275899 0.0016000687410357983 0.0010603513883111759 0.0019769125563657832 0.0015454696707646329 0.0018418579884382788 0.0014253432733264413 0.0051467532480486966 0.0013087757879977069 0.0012396515965065191 0.0030065606541427306 0.0017287041400495529 0.0024420950568018185
leaf_count=275 229 113 329 529 227 48 209 144 53 250 21 260 29 21 38 81 123 93 90 25 138 83 15 114 100 33 15 49 121 55
internal_value=0 -1.80944e-05 1.50075e-05 -1.53803e-05 2.01862e-05 5.89621e-05 9.04324e-05 0.000182449 0.000127028 -0.000301761 -0.000111255 0.000168527 -0.000338023 -0.000656188 -0.00017316 0.000213028 0.000110883 -0.000249954 0.00018537 0.000700369 0.000268581 0.000375364 0.000497318 0.000625268 0.000749271 -0.000947876 0.000913722 0.000630924 0.00040603 0.00105764
internal_weight=0 0.0496605 0.0485399 0.0473661 0.045532 0.0436578 0.0424965 0.0344207 0.0331052 0.00807578 0.00683561 0.0320579 0.0056646 0.00405335 0.00245476 0.0307453 0.0247064 0.00751375 0.00462743 0.00266042 0.0171926 0.0152157 0.0136412 0.0120957 0.0106704 0.00288633 0.0088285 0.00603893 0.00473526 0.00758885
internal_count=3910 3635 3406 3293 2964 2435 2387 1801 1657 586 336 1604 315 286 59 1344 1093 450 324 115 643 505 382 299 185 126 170 251 170 155
is_linear=0
shrinkage=0.00157699


Tree=1207
num_leaves=21
num_cat=0
split_feature=2 14 157 157 14 15 158 457 130 4 15 151 0 51 40 133 1 52 0 51
split_gain=0.000130287 0.00014634 0.000144021 0.00017691 0.000176406 0.000241705 0.000210987 0.000252756 0.000181943 0.000155038 0.000233631 0.000261468 0.000209297 0.000282131 0.000258011 0.000245247 0.000308331 0.000230525 0.000384438 8.03843e-05
threshold=0.14808000000000002 0.073890000000000011 -0.077534999999999979 -0.082754999999999981 -0.13131999999999996 -0.15202999999999997 0.084710000000000021 -0.066264999999999991 -0.0015749999999999998 0.24280000000000004 0.099325000000000011 0.056555000000000001 -0.070894999999999986 0.013805000000000001 -0.064864999999999992 0.083815000000000014 0.088010000000000019 -0.40083499999999994 0.048265000000000009 0.092720000000000011
decision_type=2 2 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 11 12 13 15 -14 16 -10 -16 -19 -15
right_child=-2 -3 4 -5 5 6 -8 8 9 -11 -12 -13 14 19 17 -17 -18 18 -20 -21
leaf_value=-8.6718846337970469e-05 0.0016721358728375769 -0.0019009091405852404 -0.0017401915438247726 0.0026324740574451555 0.001965250597564095 -0.0022034940842526516 -0.0022622924405448215 -0.0015813500913799019 -0.0039342250811669408 0.0018092518740748973 -0.002119263970445086 -0.0020234907877879882 -0.00082539093652222604 0.001972944709835992 -0.00012281775721372244 0.00079584792060162675 -0.00044400174053303211 0.0041837805640209495 0.0006359093871646862 0.0001869678341943693
leaf_weight=0.0013048234298564387 0.0010344303766364185 0.0010650175692834543 0.0015889869101423084 0.001048414615370751 0.0013691644863148512 0.0012324112084065577 0.0011121331187153851 0.0014140811897892505 0.0010040739112038245 0.0014345390820497137 0.0010578452979971295 0.0010844646677010692 0.0011451805293896111 0.0014289036096089003 0.0010844697839318407 0.0013479150397714412 0.0015869579617779905 0.0015929368132875455 0.0013892145426163127 0.0010714236518241382
leaf_count=304 173 131 108 128 232 169 301 281 461 118 279 60 59 75 157 345 172 141 63 153
internal_value=0 -0.00011252 -3.41318e-05 0.00112474 -0.000158403 -3.4927e-05 -0.000179164 -4.95538e-05 0.000109955 0.000267011 0.000106615 0.000291502 0.000506978 -8.73794e-05 0.00124132 -0.000909413 -0.00179653 0.00182331 0.00253103 0.00120763
internal_weight=0 0.025363 0.0242979 0.00235324 0.0219447 0.0203557 0.0189866 0.0178744 0.016642 0.0152279 0.0137934 0.0127355 0.0116511 0.00643927 0.0052118 0.00393895 0.00259103 0.00406662 0.00298215 0.00250033
internal_count=3910 3737 3606 432 3174 3066 2834 2533 2364 2083 1965 1686 1626 1206 420 978 633 361 204 228
is_linear=0
shrinkage=0.00492917


Tree=1208
num_leaves=31
num_cat=0
split_feature=52 133 151 1348 1456 14 9 1213 375 13 52 403 132 2 0 2 1374 129 1429 1374 0 48 39 3 16 49 133 15 0 48
split_gain=0.00118035 0.00109265 0.00109559 0.0010784 0.00119232 0.00113805 0.00110597 0.000943849 0.000934538 0.000873838 0.00171826 0.00156583 0.00105127 0.000921692 0.000909368 0.000757621 0.00074859 0.000701988 0.000647502 0.000673111 0.000753458 0.000736918 0.000710736 0.000963251 0.000864659 0.00105464 0.000709281 0.000657592 0.000607218 0.000555513
threshold=-0.51745999999999992 -0.26719999999999994 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.088250000000000009 -0.016839999999999997 -0.082704999999999987 0.088065000000000018 -0.091229999999999992 0.11588000000000002 -0.088854999999999976 0.079995000000000011 0.097940000000000013 -0.07773999999999999 0.13479000000000005 0.084750000000000006 0.087190000000000017 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.092930000000000013 0.12773500000000002 -0.015064999999999997 -0.10808 0.14121000000000003 0.089845000000000022 -0.11399999999999998 -0.060094999999999989 0.096390000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 13 -11 16 29 -14 -15 17 18 -13 21 -21 -20 23 26 27 -26 28 -25 -22 -9
right_child=1 2 3 -5 5 -7 7 8 -10 11 -12 12 14 15 -16 -17 -18 -19 19 20 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0013053968275837796 -0.0013025956663243474 -0.0013899879717206535 -0.001064751175583455 0.0013861696992230246 0.0014286644318986436 -0.0012877587838810802 -0.0012153900663611356 0.00046318778750793608 -0.0012402870666549473 -0.0013969507377859275 -0.00096690006597987318 -0.00095614940681454624 -0.00031277183938890874 0.00134863617062511 0.0012190161776418238 1.9527414352126643e-05 -0.00094576448387604522 -0.00096360254071080754 -0.001428199827309266 0.0007976537494196657 0.00014353305909740687 0.0002382755530501023 0.0012483557865320247 0.0011552811038594308 -0.00092847579954421632 0.00063922995407918821 -0.00069238080368365883 -0.00026825833725896441 0.00079379819735895412 -0.00067104808518737814
leaf_weight=0.0014795812757300011 0.0013150860802387801 0.001114112807692357 0.0020246656255473719 0.0011891060896216379 0.0012159961055530069 0.0012666225378006315 0.0011741213559712796 0.0042684686060128207 0.0010724593978750354 0.0015641156477774745 0.0015445719843185666 0.0011956909354895453 0.0011169891620057548 0.0041655058847673843 0.0027064846750306506 0.0011076036158446101 0.0016876070107434407 0.0013885048449853157 0.0011582519942123773 0.0034771885292403789 0.0085848608692701694 0.0010163892511627637 0.0010284930520967342 0.0011347085647961386 0.0048766695760260898 0.0010669866264834127 0.0014355912128046757 0.0015892106140427131 0.0044473678109273615 0.0011100173219622533
leaf_count=275 229 64 327 42 120 44 312 139 26 431 83 67 90 88 68 59 60 92 38 55 630 7 38 38 138 15 194 25 100 16
internal_value=0 -1.45312e-05 1.33621e-05 3.95889e-05 1.21824e-05 5.08422e-05 8.15946e-05 5.12145e-05 7.94102e-05 0.000106801 0.000440971 3.55638e-06 6.13379e-05 0.000645125 0.00077152 0.00106946 -1.83206e-05 2.99869e-05 7.44739e-05 0.000115805 0.000176 -0.000649318 8.65441e-05 3.48953e-05 -0.000341645 -0.000647046 0.000260478 0.000324748 0.000365442 0.000229103
internal_weight=0 0.0620434 0.0607284 0.0596142 0.0584251 0.0564005 0.0551339 0.0539179 0.0527437 0.0516713 0.0121962 0.0394751 0.037911 0.0106516 0.00382347 0.00527311 0.0340875 0.0323999 0.0310114 0.0298157 0.0276411 0.00217464 0.0241639 0.0231354 0.00866758 0.00594366 0.0144678 0.00272392 0.0130322 0.00537849
internal_count=3910 3635 3406 3342 3300 2973 2929 2809 2497 2471 385 2086 1655 302 158 147 1497 1437 1345 1278 1233 45 1178 1140 216 153 924 63 730 155
is_linear=0
shrinkage=0.00142833


Tree=1209
num_leaves=19
num_cat=0
split_feature=128 1 12 47 16 1 3 52 50 16 4 42 43 42 2 13 3 3
split_gain=0.000132349 0.000149123 0.000232032 0.000222541 0.000268212 0.000247309 0.000295361 0.000207929 0.000223662 0.000186186 0.000270451 0.000181571 0.000199691 0.000254515 0.000218003 0.000251333 0.000192388 6.20753e-05
threshold=0.086435000000000012 0.087545000000000026 -0.071274999999999991 0.09252500000000001 0.13514000000000004 0.14000500000000002 -0.074234999999999982 -0.074484999999999982 0.088425000000000017 -0.25582999999999995 0.0033150000000000007 -1.0000000180025095e-35 -0.18906999999999999 0.088915000000000008 0.089910000000000004 -0.13934999999999997 -0.08348499999999999 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 7 6 -5 -4 9 -9 -11 -1 -13 14 16 -16 -14 -17
right_child=-2 2 3 5 -6 -7 -8 8 -10 10 -12 12 13 -15 15 17 -18 -19
leaf_value=-0.0016864970282528331 -0.0015193295368297723 0.0018109506147218554 -0.00048352741373692263 0.00011736567639598627 -0.0012329791034382503 0.00098948411426003254 -0.0027480580775267991 0.00047761464948421642 -0.00047995682925241275 0.00095294020806145326 0.0035826515219552946 0.0016822923302080258 0.00019813644507693802 -0.0022422467732352218 -0.00051872694385539679 0.0024790038148187008 -0.0021290316899359387 0.00094843384222825333
leaf_weight=0.0016839408935268594 0.0011037807879656905 0.0017458058597008283 0.0018154220610110423 0.0012518385621214101 0.0014636828180556449 0.0011020103934527015 0.0015332390630180557 0.0016835849392758413 0.0011937782199729075 0.0014664855845276624 0.0015318863066280386 0.001041000954126404 0.0013469863355776157 0.0011684274369219705 0.001877718336260159 0.0010009634585634863 0.0013755632188060521 0.0010300222243295742
leaf_count=682 266 344 103 106 189 22 99 180 194 177 64 43 315 559 39 41 327 160
internal_value=0 2.89885e-05 0.000312409 0.000111812 0.00048437 -0.000765634 -0.00146011 0.000811195 0.00121122 0.00164243 0.00229648 -0.000369234 -0.000118327 -0.00035865 -2.67602e-05 0.000635576 -0.000977661 0.00170277
internal_weight=0 0.0253124 0.0147877 0.0130419 0.00915484 0.00388709 0.00278508 0.00769116 0.00587574 0.00468196 0.00299837 0.0105246 0.00884068 0.00779968 0.00663125 0.0039087 0.00272255 0.00203099
internal_count=3910 3644 1478 1134 907 227 205 718 615 421 241 2166 1484 1441 882 240 642 201
is_linear=0
shrinkage=0.00437696


Tree=1210
num_leaves=20
num_cat=0
split_feature=160 52 47 123 12 484 1 151 4 1 49 16 4 1 4 51 12 4 2
split_gain=0.00012382 0.000172539 0.000226947 0.000278388 0.000261158 0.000299507 0.000321878 0.000210108 0.000178939 0.000311386 0.000239154 0.000232561 0.000322648 0.000222507 0.000178531 0.000174714 0.000155263 5.03227e-05 4.99394e-05
threshold=-0.217635 0.14114500000000005 0.13206500000000002 1.0000000180025095e-35 -0.0089849999999999982 -1.0000000180025095e-35 0.12958500000000003 -0.090394999999999989 0.25367000000000006 0.09112000000000002 -0.045004999999999996 -0.014099999999999998 -0.49837999999999999 0.08844500000000001 -0.15534499999999998 -1.0000000180025095e-35 0.086935000000000012 -0.083329999999999987 0.10869000000000002
decision_type=2 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 11 -11 13 -13 16 -14 -16 17 -9 -10
right_child=1 -3 -4 -5 5 6 -8 8 18 10 -12 12 14 -15 15 -17 -18 -19 -20
leaf_value=-0.001252709277818358 -0.002047694798832688 0.0014811239659118197 -0.0020927401163425832 0.001819977012840978 -0.0023641479555607994 -0.0018779914420388511 0.0026923531744346271 0.00066184598759947311 0.0019623465987210756 0.00013731351760974548 -0.002312108936800682 -0.0010419190996549552 0.003340620343153692 0.0015297156619635524 -0.00037788112881889289 0.0021524899521603268 -0.0020473277989393455 -0.0008016135521061406 0.00062642604949458998
leaf_weight=0.0016831354579698301 0.0013924211862297265 0.001691143887572826 0.0011228044354629754 0.0017591548000716875 0.0010551198042668955 0.0011624248239199267 0.0010382630795913164 0.0010108696227933978 0.0012725368431756321 0.0015389561857510614 0.0019493069185729803 0.0011253944613351941 0.0011259530742364632 0.0010483367386524556 0.0010062858009408093 0.0014187303390000936 0.0014889497613091857 0.0010168732474989898 0.0011486447207413875
leaf_count=429 195 182 59 288 493 151 90 128 71 68 339 52 32 102 231 134 633 167 66
internal_value=0 4.98875e-05 -5.68284e-05 4.92068e-05 -0.000108127 3.85972e-05 0.000184704 2.51043e-05 0.000171116 -4.90306e-05 -0.00123147 0.000397294 0.00112531 -0.000348478 0.00181216 0.00110249 -0.000908373 -7.20502e-05 0.00132857
internal_weight=0 0.0243722 0.022681 0.0215582 0.0197991 0.0184066 0.0173515 0.0163133 0.0151508 0.0127297 0.00348826 0.00924139 0.00467636 0.00456503 0.00355097 0.00242502 0.00351669 0.00202774 0.00242118
internal_count=3910 3481 3299 3240 2952 2757 2264 2174 2023 1886 407 1479 449 1030 397 365 928 295 137
is_linear=0
shrinkage=0.00464487


Tree=1211
num_leaves=31
num_cat=0
split_feature=31 52 133 1213 160 133 2 123 13 13 484 133 1374 0 457 48 3 3 48 52 48 48 1 3 12 4 160 131 16 2
split_gain=0.000887524 0.000816898 0.000793852 0.000704288 0.000691464 0.000613771 0.000566842 0.000816991 0.000711175 0.000874044 0.000609116 0.000574262 0.000538377 0.000985409 0.000525567 0.000703474 0.000552236 0.000635893 0.000429241 0.00052562 0.000620779 0.000901623 0.000428527 0.000575231 0.000423901 0.00049758 0.000425474 0.000437752 0.000559968 0.000384724
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 -0.17468499999999998 0.097940000000000013 0.086020000000000013 -0.52445999999999982 -0.45122499999999993 -0.0043499999999999988 0.095090000000000022 -0.094679999999999986 -0.23029999999999998 0.088020000000000001 0.087500000000000008 -0.016619999999999996 0.0066850000000000008 -0.09386499999999999 0.0053050000000000007 0.12862000000000004 0.091125000000000025 0.10134000000000001 0.12046500000000002 0.080120000000000011 -0.08422499999999998 -1.0000000180025095e-35 0.097135000000000013 -0.083564999999999987 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=-1 -2 -3 -4 -5 -6 10 8 -8 -10 -7 18 -12 -14 15 16 24 -18 -11 20 21 22 -20 -24 -15 -26 -27 28 -28 -19
right_child=1 2 3 4 5 6 7 -9 9 11 12 -13 13 14 -16 -17 17 29 19 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0011706648467518729 -0.0012668786438983647 -0.0012626855815670911 -0.00081901601445030282 -0.00090170978682986742 0.0010844859145595115 -0.0010328119254154292 -0.00091869712082557503 0.0012700303867160423 0.0014006933187232938 -0.00057997585697269023 -0.0009948634536975651 -0.00087609692213982081 0.0010058532691064942 0.00081964780651195472 0.0007396011532935816 -0.00094316106377020925 -0.0011384128527107604 0.00035986036270748448 -0.00066945933887652348 0.00067342854593822562 -0.00073190806155708525 0.0009752249276577603 0.00072705162304229358 -0.00049875607691273101 -0.00076172135130609547 -0.00067961102807703342 0.00039217124553364796 0.0010611753388816971 -0.00061419838387847614 -0.00056605565819632154
leaf_weight=0.0011439111340332256 0.0011060446614061794 0.0010348742654674439 0.0020810057545791452 0.0015591954326314985 0.0010909626487691773 0.0013649735226932682 0.0011990471007550232 0.0013066313478813365 0.0011057500811375532 0.0012999560339039791 0.0011653173423837862 0.0010736837768734473 0.0016969038446177287 0.0014446803978087524 0.0013348963227097768 0.0020490092312811506 0.0017233171676063362 0.0017708322810399135 0.001680728273509409 0.0041562010955251702 0.0015613476109166413 0.0022485155764062625 0.0017787894336755983 0.0012987744092396447 0.001409019768832555 0.0010573056963114613 0.0038669347037418771 0.0011522449477947561 0.001506588347670609 0.0017491184589459863
leaf_count=113 275 229 566 258 42 394 19 132 16 25 53 133 25 49 37 124 81 30 88 134 55 69 103 45 169 159 167 47 226 47
internal_value=0 -7.71343e-05 -4.95855e-05 -2.27214e-05 1.43909e-05 4.75385e-05 2.06038e-05 0.000202112 0.000121931 0.000198935 -0.000125199 0.00011092 -6.86969e-05 -1.67107e-05 -0.00010773 -0.00017153 -7.06956e-05 -0.00044146 0.000186485 0.000264789 6.65682e-05 0.000244495 -0.000100809 0.000209744 0.00011557 2.45253e-06 0.000144445 0.000277958 0.000110013 -0.000100242
internal_weight=0 0.0488726 0.0477666 0.0467317 0.0446507 0.0430915 0.0420006 0.0187094 0.0174028 0.0162037 0.0232911 0.015098 0.0219262 0.0207609 0.0190639 0.0177291 0.01568 0.00524327 0.0140243 0.0127244 0.00856816 0.00700681 0.00475829 0.00307756 0.0104368 0.00899209 0.00758307 0.00652577 0.00537352 0.00351995
internal_count=3910 3797 3522 3293 2727 2469 2427 819 687 668 1608 652 1214 1161 1136 1099 975 158 519 494 360 305 236 148 817 768 599 440 393 77
is_linear=0
shrinkage=0.00140032


Tree=1212
num_leaves=31
num_cat=0
split_feature=52 133 375 1213 133 453 31 1348 14 1456 1213 38 3 1374 2 159 11 41 124 52 16 4 2 457 2 2 49 160 3 16
split_gain=0.00106525 0.000998088 0.000860246 0.00088066 0.000848892 0.000783326 0.00105925 0.000959326 0.00093381 0.000821681 0.000622411 0.000590463 0.00115107 0.000710673 0.000497979 0.000643162 0.000527982 0.000723731 0.00062514 0.00065968 0.000632537 0.00122994 0.000558262 0.000727968 0.000667277 0.000759651 0.000751186 0.000542799 0.000600745 0.000438762
threshold=-0.51745999999999992 -0.26719999999999994 0.087245000000000017 -1.0000000180025095e-35 -0.17468499999999998 0.096095000000000014 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.12641000000000005 0.16699000000000003 0.086000000000000007 0.12238000000000002 -0.034019999999999988 0.088315000000000018 0.077915000000000012 -0.079729999999999981 0.11588000000000002 0.28937500000000005 -0.49269499999999994 -0.0050599999999999994 -0.066264999999999991 0.11230000000000001 0.10045500000000002 0.0062100000000000011 0.099550000000000013 0.092005000000000017 -0.062279999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 11 12 13 14 15 -11 17 18 -17 20 21 -20 -23 -24 25 26 27 28 -25 -16
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12 -13 -14 -15 29 16 -18 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013433778858834595 -0.0013384605558622569 -0.00085550003117127024 -0.0012240632733736239 0.0011912784984342178 0.0014572089897167016 -0.0011562679393847415 -0.00094529017225723115 0.0014264714834665128 -0.0012311653413411314 -0.00073521678680954559 -0.00086600976947231339 -0.00090389604574413998 0.0010248443091251762 -0.00091459515365398389 0.0010903704620094721 0.0011605538165612513 -0.00069909235076852437 0.0012896408500294478 -0.0014571238721594207 -0.00093701051280921062 0.00066263582745109404 -0.00081455476837909624 -0.00099574460953395457 0.00029669319643174397 -0.00064881408932444611 0.0010627779422056794 -0.00093065801243392076 -0.00057559169409267773 0.0014571384301059506 9.2009090019832198e-05
leaf_weight=0.0013133591139338199 0.0011845198509808355 0.0022265189012196087 0.0011661118298160736 0.0014199405918215993 0.0011514140043485934 0.0011191433266901632 0.0017059962615305615 0.0010395573488022327 0.0012492267403718662 0.0020197698390914667 0.0014096645406539423 0.0011649549318235577 0.0029456168876362812 0.0014685942946694999 0.0019899950214374851 0.0011558808559888325 0.0016024790295432459 0.0011556784532320554 0.0011329525580663176 0.0013220858495479595 0.0038385804364953193 0.0013097456509647372 0.0010700429523267099 0.0094821813757169152 0.0016142119455579964 0.0025476872427088191 0.0011513859072520569 0.0013286893451063273 0.0010519258794374773 0.0017613263232907342
leaf_count=275 229 562 35 52 106 35 269 44 87 275 311 21 133 90 109 76 39 40 35 106 61 55 81 375 35 79 121 72 9 93
internal_value=0 -1.56612e-05 1.3571e-05 4.10948e-05 8.08546e-05 4.8537e-05 7.68222e-05 4.26551e-05 1.10236e-05 4.61083e-05 8.58822e-05 0.00011852 0.000148334 7.85604e-05 0.000119606 6.03546e-05 0.000114343 0.00016063 0.000112315 6.54421e-05 0.000119477 1.86996e-05 0.0001042 0.00017015 0.000242784 0.000335268 0.000192849 0.000301895 0.000412574 0.000621618
internal_weight=0 0.0547859 0.0536014 0.0524352 0.0502087 0.0487888 0.0476696 0.0465182 0.0454787 0.0442294 0.0425234 0.0411138 0.0399488 0.0370032 0.0355346 0.0317833 0.0297635 0.028161 0.0270054 0.0258495 0.0245274 0.0206888 0.0195559 0.0182461 0.0171761 0.0155619 0.0130142 0.0118628 0.0105341 0.00375132
internal_count=3910 3635 3406 3371 2809 2757 2722 2616 2572 2485 2216 1905 1884 1751 1661 1459 1184 1145 1105 1029 923 862 827 772 691 656 577 456 384 202
is_linear=0
shrinkage=0.00145689


Tree=1213
num_leaves=21
num_cat=0
split_feature=2 40 4 3 403 52 52 4 51 150 132 49 3 15 12 3 4 0 2 47
split_gain=0.000133208 0.00040488 0.000331443 0.000247572 0.000255472 0.000197776 0.000217048 0.000207911 0.000211753 0.000172715 0.000183682 0.000244937 0.000685777 0.000203092 0.000153734 0.000483002 0.000262624 0.000158189 0.000151256 0.000112483
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.49837999999999999 0.11476000000000001 -1.0000000180025095e-35 0.10701500000000001 0.071660000000000015 0.24280000000000004 0.08955500000000001 0.086645000000000014 0.080815000000000012 -0.066239999999999979 -0.078884999999999997 -0.017214999999999998 0.090715000000000018 0.090325000000000003 0.05864500000000001 -0.16443499999999997 0.12068000000000001 0.09252500000000001
decision_type=2 2 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 11 -6 -13 19 15 -3 18 -18 -17 -14
right_child=1 14 3 -5 5 -7 -8 -9 -10 -11 -12 12 13 -15 -16 16 17 -19 -20 -21
leaf_value=-0.0021144357714124253 0.0025260848307560946 0.0027581878327666374 -0.0020594426191902315 0.0015399872678582484 0.0013551114283812189 -0.0013946738907725585 0.0014109559217035605 0.0012439811715342221 -0.0020617181304205452 -0.0016850536577459648 0.0016966604840337976 -0.003129838073406836 0.00033078317320934999 0.0011787391548298025 -0.0013558446034165734 0.0017949186925210368 -0.0025002738933825289 -0.00024420024255916023 -0.00037496980930944163 -0.0015436153371410672
leaf_weight=0.0013875773666659477 0.0012495329871538008 0.0010431900881417979 0.001130085708464206 0.001448108549518711 0.001391836134159833 0.0016284367205849368 0.0017832005289131073 0.0016040841905977108 0.0010290578161727413 0.0010230456103488272 0.0010037024894856694 0.001281543753513581 0.0010302918332174005 0.0020055926979427562 0.0011149912294087794 0.0010233952194838025 0.001002862205113253 0.0010302125249219696 0.0010791633378710586 0.0010642198930200242
leaf_count=156 177 85 840 81 81 413 234 134 133 156 79 535 111 122 291 37 60 60 57 68
internal_value=0 0.000423583 -0.000212446 -6.09718e-05 -0.000206095 -6.50081e-05 9.88223e-05 -0.000105824 -0.000326104 -0.00012315 8.23098e-05 -0.000156906 -0.000547954 0.000259049 6.16614e-06 0.000299405 -0.00032081 -0.00135706 0.000681197 -0.000621597
internal_weight=0 0.00754335 0.0188108 0.0174232 0.0159751 0.014845 0.0132166 0.0114334 0.00982929 0.00880023 0.00777719 0.00677348 0.00538165 0.0041001 0.00629381 0.00517882 0.00413563 0.00203307 0.00210256 0.00209451
internal_count=3910 767 3143 2987 2906 2066 1653 1419 1285 1152 996 917 836 301 590 299 214 120 94 179
is_linear=0
shrinkage=0.00404364


Tree=1214
num_leaves=20
num_cat=0
split_feature=1348 51 124 12 43 131 4 16 13 2 159 2 16 52 13 3 4 4 2
split_gain=0.000129254 0.00030055 0.000250386 0.000195218 0.00025808 0.000234398 0.000211132 0.000160603 0.000305251 0.000199806 0.000281469 0.000235119 0.000216113 0.000224628 0.000262699 0.00020529 0.000244306 0.000238377 0.000197926
threshold=0.084490000000000023 -0.40274499999999996 0.0049200000000000008 0.11655500000000001 -0.15109999999999998 0.08956500000000002 -0.08422499999999998 0.15100500000000003 -0.074599999999999986 0.089910000000000004 -1.0000000180025095e-35 0.085255000000000011 -0.19424999999999998 -0.0041199999999999995 -1.0000000180025095e-35 -0.078884999999999997 -0.0010999999999999996 -0.083329999999999987 0.11085000000000002
decision_type=2 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 7 -3 9 -9 11 -11 15 18 14 -14 17 -17 -6 -12
right_child=-2 2 -4 -5 5 -7 -8 8 -10 10 12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=-0.0024351338090695786 0.0015123595255125105 0.00013405721325685297 0.0019788664647904953 -0.0018163536111407785 0.00040287430500748406 -0.0020367023075261335 0.0025572237916078162 0.00033920942239022922 -0.0028234685455839951 -0.0014885835359815074 0.001197317893802972 -0.0020182083040844847 0.0024774499746926474 0.0029738245691435399 -0.00014730877646580264 0.0022506510907946303 -0.00038732937140173039 -0.0025563596564857163 -0.00097673658117942855
leaf_weight=0.0010067720688684547 0.001000011336166339 0.0015011344268409665 0.0011722040748434184 0.0011965160339483796 0.0010603600210587153 0.0012233484646533279 0.0012730730387390801 0.001268128480745645 0.0010847478741441976 0.0011478587304813992 0.0014298922395687974 0.0014708193066562958 0.0011587239253089132 0.0013221315500461239 0.001976716837797543 0.0011990616086852146 0.0015317368190200858 0.0010261821554293782 0.0018276628530891625
leaf_count=144 89 143 81 168 210 434 99 88 239 182 106 564 188 272 68 163 141 388 143
internal_value=0 -9.25491e-05 6.25353e-06 -9.56187e-05 1.36479e-07 -0.000184427 0.00124604 -5.49725e-05 -0.00111888 0.000110246 0.000533622 -0.000486491 0.000834487 0.00146072 0.000822689 -1.88312e-05 0.000770977 -0.00105251 -2.24431e-05
internal_weight=0 0.0248771 0.0238703 0.0226981 0.0215016 0.0187274 0.00277421 0.017504 0.00235288 0.0151511 0.00886299 0.00628816 0.00771513 0.00445757 0.00313544 0.00481734 0.0027308 0.00208654 0.00325756
internal_count=3910 3821 3677 3596 3428 3186 242 2752 327 2425 959 1466 777 528 256 902 304 598 249
is_linear=0
shrinkage=0.00437696


Tree=1215
num_leaves=31
num_cat=0
split_feature=31 52 133 1213 160 1429 15 15 13 1348 151 51 1374 150 48 1374 0 49 403 3 1 52 160 52 12 49 4 49 12 0
split_gain=0.000897894 0.000826395 0.00102436 0.000747838 0.000755801 0.00065549 0.000885381 0.00116095 0.000771939 0.000755331 0.000726275 0.000691831 0.000642483 0.000558978 0.00059964 0.0010749 0.000862789 0.00072174 0.00063179 0.000751852 0.000548849 0.000507328 0.000695274 0.000550891 0.00054463 0.000476515 0.000552918 0.000399882 0.000386171 0.00049958
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.082704999999999987 -0.40446999999999994 -1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 -0.094679999999999986 0.090050000000000005 -0.083274999999999988 0.10589500000000002 0.086000000000000007 -0.096549999999999983 0.093225000000000016 -0.094679999999999986 -0.23029999999999998 0.0052300000000000011 0.088015000000000024 -0.016619999999999996 0.11327500000000001 -0.088779999999999984 -1.0000000180025095e-35 0.086635000000000004 0.086935000000000012 -0.081629999999999994 -0.08422499999999998 -0.045004999999999996 -0.013124999999999998 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 12 -9 -7 13 -10 15 -15 -17 18 19 21 -12 -18 -23 25 -25 -24 -27 -16 -21 -30
right_child=1 2 3 4 5 6 7 8 9 -11 20 -13 -14 14 27 16 17 -19 -20 28 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00103391654812818 -0.0011905754943742689 -0.0012425526277952148 -0.0011369761263289185 -0.00090693539023484052 -0.00093448117440653481 0.0010430372399093677 -0.0011827650955861307 -0.00052032803959687116 0.00072053596746142175 0.0010903517198134849 0.00039134883035280612 -0.00022816827595683001 -0.0010324883714085474 -0.0013461591189107903 0.00078856311488270084 0.00078825331218983067 0.00062818099237154344 -0.0011989810623065237 -0.0011189770550250066 -4.978179646964452e-05 0.0013460505275624446 -0.00097862998190347927 0.00048471103221265109 0.00099971805436728381 -0.00017070834417600415 -0.001079701649855823 -2.9177859639025733e-05 9.3350253180074777e-06 -0.00016204664848822959 -0.0012225151833129245
leaf_weight=0.0013876080415208261 0.0011515648283240134 0.0012483425096642678 0.0010422406924341923 0.0015609513182046611 0.0012080329791579461 0.002776531852287877 0.0014187183440304554 0.0013590360846222902 0.0016465240457996791 0.0010300929047470922 0.0069183017995246843 0.001076181649608543 0.0012349029629246102 0.0013378507648269524 0.0020929251688155404 0.0018042735219765257 0.0027801924879400286 0.0011919536499968011 0.0010827206454955265 0.0023041648951602767 0.0012950690026638512 0.0012094401027851207 0.0015890566764298359 0.0019480111059548832 0.0011427066551230602 0.0013723199628987584 0.0026802842676514399 0.0027747536750797322 0.0014073854364085037 0.0018794159250603839
leaf_count=113 275 229 344 263 80 227 55 39 38 41 150 22 66 51 54 40 122 258 91 66 72 217 32 62 232 127 302 140 32 70
internal_value=0 -6.27115e-05 -3.79309e-05 -8.53953e-06 1.49254e-05 4.45579e-05 6.95345e-05 1.47626e-05 5.51357e-05 -4.37838e-05 0.000391078 0.00068795 -8.08965e-05 -4.20417e-05 -8.59477e-05 -0.00017422 -0.0001042 -0.000182413 -0.00011994 -6.08742e-05 0.000541884 0.000119918 -2.22162e-05 0.000110248 0.000566986 -0.000139971 -0.000384913 0.000344375 -0.000472259 -0.00076843
internal_weight=0 0.0535639 0.0524124 0.051164 0.0501218 0.0485608 0.0473528 0.0435001 0.0420814 0.032509 0.00957241 0.00385271 0.0314789 0.030244 0.0285975 0.0237298 0.0223919 0.0205877 0.0193957 0.018313 0.00821337 0.012722 0.00994182 0.00873238 0.00309072 0.00564166 0.0040526 0.00486768 0.00559097 0.0032868
internal_count=3910 3797 3522 3293 2949 2686 2606 2357 2302 2041 261 249 2000 1934 1896 1702 1651 1611 1353 1262 222 1094 972 755 294 461 429 194 168 102
is_linear=0
shrinkage=0.00134594


Tree=1216
num_leaves=20
num_cat=0
split_feature=1 0 133 147 15 13 11 3 3 3 15 16 0 1 151 49 0 16 43
split_gain=0.000139221 0.000301095 0.000311172 0.00020582 0.000231479 0.000318936 0.00020624 0.000481141 0.000209971 0.000177381 0.000153735 0.000181155 0.000220417 0.000148917 0.000326732 0.000220707 0.00018007 0.000408517 8.06716e-05
threshold=0.076710000000000014 -0.083674999999999986 0.083815000000000014 0.089245000000000005 0.024640000000000006 -0.0024749999999999993 0.08776500000000001 -0.10315499999999998 -0.075679999999999983 -0.015064999999999997 0.085120000000000015 0.20277000000000003 0.15480500000000005 0.094385000000000011 -0.0074049999999999993 -0.045004999999999996 -0.19631499999999999 -0.055679999999999993 -0.081189999999999984
decision_type=2 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 -10 11 18 -13 14 -11 -15 -17 -18 -3
right_child=3 10 -4 -5 5 -7 -8 8 9 13 -12 12 -14 15 -16 16 17 -19 -20
leaf_value=-0.0031594388175279317 0.0027596499272911465 -0.0020354758108781026 -0.00030471151037298036 0.0018995420584854311 0.00025216696794047046 -0.0027062803861537385 -0.0014787113798311381 -0.0016699642947609734 0.0017171984386573332 0.00054047355638587268 0.0013059488595577634 -0.00088034200417441743 0.0018316590050912478 0.0022551399130421473 -0.0024236044302486078 -0.0011955527072567513 0.0019420166906659101 -0.00081153006768901236 -0.00036298313169176734
leaf_weight=0.0012573577686534887 0.0013971354356074875 0.0010374276135691751 0.0014611024055260768 0.0011562192387871697 0.0014240313429317308 0.001178837554989264 0.0010871496300071124 0.0010280566397544702 0.0013977805032701638 0.0015463784055285146 0.0013718155333209969 0.0010115378593267277 0.0011151484162978953 0.0010175056770465067 0.001145969904928993 0.001370939659889105 0.0019308766154305396 0.001884131746970435 0.0010048171033634756
leaf_count=582 126 137 462 131 363 145 126 225 181 46 481 186 15 85 116 53 183 122 145
internal_value=0 -0.000478322 -0.0016251 0.000183965 6.30791e-05 -0.00108771 0.000280041 0.000430372 0.00014293 0.00032399 8.43213e-05 -0.000317664 0.000541722 0.000105078 -0.000721155 0.000463669 0.000112175 0.000582113 -0.00121258
internal_weight=0 0.00825921 0.00271846 0.017565 0.0164088 0.00260287 0.0138059 0.0127188 0.0113216 0.0102936 0.00554075 0.00416893 0.00212669 0.0088958 0.00269235 0.00620345 0.00518595 0.00381501 0.00204224
internal_count=3910 2008 1044 1902 1771 508 1263 1137 1011 786 964 483 201 605 162 443 358 305 282
is_linear=0
shrinkage=0.004207


Tree=1217
num_leaves=31
num_cat=0
split_feature=52 133 160 1213 1456 453 1 43 40 42 133 49 151 2 48 51 51 1 1 49 13 132 0 52 3 1 4 3 2 16
split_gain=0.000810922 0.000857491 0.000698179 0.000746517 0.000439639 0.00070331 0.000547591 0.000481875 0.000555427 0.000468066 0.000447506 0.000536257 0.000803493 0.000597276 0.000416542 0.000752608 0.000627475 0.000433723 0.000433775 0.0003788 0.000399737 0.000412534 0.000533988 0.000607817 0.000735908 0.000425228 0.000322094 0.000306433 0.000283762 0.000271781
threshold=-0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089535000000000017 0.10113500000000002 -0.24333999999999997 -0.012844999999999997 -0.09602999999999999 0.10681500000000001 -0.085974999999999982 0.083140000000000006 0.11085000000000002 0.11930500000000001 0.11024000000000002 0.12900500000000004 0.11198000000000001 0.10688500000000002 -0.081629999999999994 -0.09547499999999999 0.080815000000000012 -0.230625 0.0033900000000000002 -0.069909999999999986 0.085410000000000014 0.24280000000000004 -0.011169999999999998 0.086915000000000006 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 11 12 -11 19 15 17 -16 18 -10 -13 29 22 -22 24 -24 -26 -19 -20 -25 -21
right_child=1 2 3 4 5 -7 7 8 14 10 -12 13 -14 -15 16 -17 -18 26 27 20 21 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0014051128101734852 -0.0014131710719831889 -0.0010509062119223047 -0.00092059154197905908 -0.00073117383849234164 -0.00089902166201374977 -0.0011542201011274086 -0.00026797230719569223 0.00140325685603669 0.00093764008715269337 -0.0011152313396777405 -0.00062025337468234307 0.001063247501599659 0.00055279973056195325 0.0012477430068724709 -0.00081058854052242705 -0.00048574804385981306 0.00076241232557198112 0.00064783250110970656 0.00044126762002486621 0.0011063760179371653 0.00072269961469758899 0.00086508147104661216 -0.0014994881373212071 0.00071882347696432605 0.00052685213803830319 -0.00064078362325716064 0.0014937911137907467 -0.00073791008613889369 -0.00026760453844100371 0.0002066561807108232
leaf_weight=0.0010312661888151045 0.0010293331675861874 0.0014223661535283086 0.0018115210916784799 0.0014869342236518692 0.0012963924767717119 0.0010002972292628689 0.0023414779856381065 0.0014289792475825078 0.0016000062334775578 0.0017984532176695813 0.0020897339228947978 0.0010231103081146395 0.0011202717487979186 0.001305863931352568 0.0015011626227732231 0.0014682065298003985 0.0010167224752422044 0.0022536869618363653 0.0010875628452682307 0.0012839548959604485 0.00135603652303739 0.0010197206628237429 0.0016461348966930684 0.0014567392027111659 0.0011462826488735246 0.0021324157652422571 0.0020584337620612736 0.0010216339322042245 0.001336715589924875 0.0021403181476813389
leaf_count=275 229 290 534 245 130 46 31 245 61 65 340 25 39 67 33 33 26 73 38 31 26 59 389 124 40 91 168 26 84 47
internal_value=0 -1.83984e-05 1.44916e-05 5.03768e-05 9.3896e-05 0.000125409 0.000159156 0.00037927 0.000492061 2.37965e-06 5.84107e-05 0.000133985 -0.000475004 0.000246147 0.000383621 0.000531951 -0.00017541 0.000718229 0.0003306 0.000156201 8.75528e-05 -6.72951e-05 -0.00017207 -0.000329274 -0.000656033 -0.00023256 0.00105166 -0.000129892 0.000246801 0.000544012
internal_weight=0 0.0446805 0.0436511 0.0422288 0.0404172 0.0389303 0.03793 0.0157779 0.0134364 0.0221521 0.0208558 0.018766 0.00291872 0.0158473 0.0120074 0.00948953 0.00251789 0.00802132 0.0037092 0.0145414 0.0135183 0.010094 0.00907432 0.00771829 0.00492483 0.0032787 0.00431212 0.0021092 0.00279345 0.00342427
internal_count=3910 3635 3406 3116 2582 2337 2291 734 703 1557 1427 1087 104 983 458 399 59 366 125 916 891 813 754 728 520 131 241 64 208 78
is_linear=0
shrinkage=0.00154607


Tree=1218
num_leaves=31
num_cat=0
split_feature=1348 14 9 156 151 4 133 1213 133 376 376 130 484 151 1 124 1213 159 49 43 47 52 13 4 0 0 4 15 15 4
split_gain=0.00120994 0.00150978 0.00142633 0.000954908 0.000917204 0.00120841 0.000893185 0.000893306 0.000771235 0.00096011 0.00108569 0.000709987 0.00075034 0.000756761 0.000988868 0.000811558 0.000853969 0.000689453 0.000681839 0.000702368 0.0011268 0.000958647 0.00115916 0.00139998 0.000897414 0.00113413 0.000788518 0.0009469 0.000699325 0.000593437
threshold=0.094400000000000012 0.077685000000000018 -0.016839999999999997 -1.0000000180025095e-35 -0.52174999999999983 0.51224500000000017 -0.26719999999999994 -0.082704999999999987 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.085970000000000005 -0.0043499999999999988 -0.082774999999999987 0.085990000000000011 -0.15062499999999998 1.0000000180025095e-35 -0.034019999999999988 0.10513500000000002 -0.074254999999999988 0.087945000000000009 0.11588000000000002 -0.094679999999999986 -0.23071499999999998 -0.077944999999999987 -0.10462499999999998 -0.083329999999999987 0.035895000000000003 0.035895000000000003 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 12 -10 14 -14 -15 17 -17 19 24 21 22 -21 -24 25 -19 -25 29 -27 -28
right_child=-2 -3 3 4 5 -7 7 8 9 -11 -12 -13 13 15 -16 16 -18 18 -20 20 -22 -23 23 26 -26 28 27 -29 -30 -31
leaf_value=0.0014572958350223663 0.0014459822410427612 -0.0012498828856378024 -0.001456956346786242 -0.0013996684940636088 -0.0012014315600680087 0.0013955656363729074 -0.0012727179989726397 0.0010814268951897361 -0.00069343788187382677 -0.001155193497652855 0.0013629871202015705 -0.00090655106000338682 -0.00030942040351471679 -0.0012705056981902178 0.001003339367828051 -0.0009007847037028337 -0.0012155810823015628 0.00059258895051441296 0.00089801792617180286 0.00079691892106369968 -0.00093306278415858758 -0.0011006290119539631 -0.0013189201653941815 0.00097525409105120374 0.00067800650696705328 -0.0014565604127773058 -0.00031218274730500725 -0.0010718716713194968 -7.3021483430670594e-05 0.00053980558845216024
leaf_weight=0.0013637910200781081 0.0011555024916134462 0.0021795620550943964 0.0010059758728517823 0.0010131220501330409 0.0013556200512585539 0.0012851542015102071 0.0011540747543888888 0.0014218897398698962 0.0028800968554721909 0.0014989767123010358 0.0012606702809581085 0.0017914374918603362 0.0018034624448297612 0.0010345085737988305 0.0037512688444714115 0.0014776530939457624 0.0011215867393330461 0.002744222408634478 0.0022130384194865007 0.0041934070668632186 0.0029727850788603396 0.0014476167778170171 0.001696709522803967 0.0018339687804171763 0.0070966139569144104 0.0013989223665815675 0.0031519490101104379 0.0016431037438708884 0.0017398977091875878 0.0038606676099601778
leaf_count=119 28 125 193 63 216 117 340 23 435 21 26 259 89 18 156 156 212 61 73 102 76 54 104 70 162 139 95 219 87 72
internal_value=0 -5.83602e-05 -1.5934e-05 -4.95051e-05 -2.54432e-05 -1.3679e-06 -3.31179e-05 -4.42007e-06 2.26684e-05 -5.94526e-06 2.7758e-05 -6.00696e-06 2.75598e-05 7.352e-05 0.000577124 2.92645e-06 3.70623e-05 7.45571e-05 0.000114599 6.32742e-05 -0.000102676 3.57936e-05 0.000136228 -9.11187e-05 0.000329214 -9.1529e-05 0.000107478 -7.63854e-05 -0.000689643 0.000156864
internal_weight=0 0.0633918 0.0612122 0.0598484 0.0588424 0.0578293 0.0565441 0.0551885 0.0540345 0.0526126 0.0511136 0.0498529 0.0480615 0.0451814 0.00555473 0.0396267 0.0385921 0.0374706 0.0359929 0.0337799 0.0208002 0.0178274 0.0163798 0.0121864 0.0129797 0.00588304 0.0104897 0.00865572 0.00313882 0.00701262
internal_count=3910 3882 3757 3638 3445 3382 3265 3049 2709 2686 2665 2639 2380 1945 245 1700 1682 1470 1314 1241 792 716 662 560 449 287 456 386 226 167
is_linear=0
shrinkage=0.00145689


Tree=1219
num_leaves=31
num_cat=0
split_feature=31 52 133 1456 453 42 123 42 43 0 0 52 14 133 3 1374 34 1 52 2 49 151 4 3 1 52 4 4 42 13
split_gain=0.000964876 0.000775206 0.000811104 0.000534396 0.000600365 0.000591028 0.0011187 0.000579696 0.000698794 0.000764373 0.000800137 0.000539162 0.00102526 0.000675535 0.000677721 0.000480112 0.000493975 0.000373949 0.000712428 0.000746044 0.000597241 0.000541468 0.000491553 0.000464032 0.000422255 0.000622637 0.000339502 0.000336169 0.000445323 0.000406791
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.089535000000000017 -1.0000000180025095e-35 0.084995000000000015 -0.082904999999999993 0.0016850000000000001 -0.017269999999999997 -0.10303999999999998 -0.40891499999999997 0.078275000000000025 0.10681500000000001 -0.15464999999999998 0.090240000000000015 -1.0000000180025095e-35 0.099115000000000023 0.11588000000000002 0.086875000000000022 -0.045004999999999996 -0.083559999999999982 -0.023499999999999997 -0.078884999999999997 0.11113500000000003 0.13266500000000003 0.27020000000000005 0.011185000000000002 0.085330000000000003 -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=-1 -2 -3 -4 5 7 11 8 9 10 -5 -7 13 14 -13 16 -16 18 19 22 -19 -21 23 -18 -22 26 -26 28 -23 -29
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12 12 -14 -15 15 -17 17 20 -20 21 24 27 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00092514808578984418 -0.0010151119641952598 -0.0010120294615606534 -0.00062377173524635248 0.00032140561037437401 -0.0008235431738197632 0.00071593445168633546 0.0011263090960202452 -0.00095129348823644864 0.00066180777306014003 0.00038040996531575887 -0.00081772608187524276 0.00063588784693183382 -0.0010047128687220136 -0.00082586851747400592 -0.00067675208730994267 -0.00068574502457267156 -0.00043426890439112592 0.00078651981392908923 -0.00081001549806712073 -0.0005018658093120927 0.00057063029269774671 0.00069733438801169599 -0.00068668379790103474 0.00050929811971477882 -0.00058487723680124607 0.0005678423066838073 7.830324699046195e-05 0.00040210038012731208 -9.7900415054582576e-05 -0.0005216939267063468
leaf_weight=0.0013175019069376339 0.0010367015136913951 0.0010438689530005698 0.0017199816966406703 0.0010458392954024731 0.001053954498219766 0.0015230186503263346 0.0013000299236967097 0.001219050760944862 0.0012277612172901797 0.0016268938481553974 0.0031014852562215589 0.0027257366702624275 0.001169954949040485 0.001032590708428093 0.001056203427065582 0.0010896979490606631 0.0013175047925543248 0.0022744815783277694 0.0012677828106960618 0.0010288102090652016 0.0020002179548228582 0.0041823909749694188 0.0021417954996931854 0.0013268387723757158 0.0020806710876968282 0.0015615709314147352 0.0018493591988164582 0.0014901571623946452 0.0011357060082688442 0.0010173918184959163
leaf_count=113 275 229 329 57 48 59 144 341 32 31 368 87 59 285 51 51 168 116 178 99 69 111 183 39 46 31 98 27 132 54
internal_value=0 -5.18819e-05 -3.04581e-05 -7.97175e-06 1.61842e-05 3.6866e-05 0.000101408 -0.000234554 -0.000109769 -0.000273828 -0.000530469 6.13624e-05 2.99621e-05 6.95489e-05 0.000100842 4.64662e-05 7.74753e-05 0.00010976 -2.456e-06 7.26001e-05 0.000281059 0.000266243 -0.000285644 3.91799e-05 0.000127604 -3.37607e-05 -0.000272804 0.000367224 0.000527508 2.72879e-05
internal_weight=0 0.0476474 0.0466107 0.0455669 0.0438469 0.0427929 0.0345719 0.00822103 0.00700198 0.00577422 0.00414732 0.0332719 0.0317489 0.0305789 0.0295463 0.0268206 0.0257309 0.0246747 0.0149084 0.0136406 0.0097663 0.00885446 0.00478614 0.00264434 0.00749182 0.0054916 0.00393003 0.00782565 0.0053181 0.00250755
internal_count=3910 3797 3522 3293 2964 2916 2087 829 488 456 425 1943 1884 1825 1540 1453 1402 1351 991 813 360 423 390 207 244 175 144 324 243 81
is_linear=0
shrinkage=0.00112622


Tree=1220
num_leaves=31
num_cat=0
split_feature=31 52 133 1456 1213 133 376 376 453 1 0 52 42 43 52 4 4 42 12 1 0 52 3 4 0 15 15 0 13 42
split_gain=0.00103455 0.000851635 0.000862682 0.000627296 0.000681437 0.000773876 0.000784523 0.00086072 0.000684136 0.000657577 0.000598786 0.000691442 0.000607155 0.000584125 0.00057753 0.000522153 0.00107269 0.000718039 0.000470653 0.000763652 0.000602773 0.000401375 0.00034378 0.000341402 0.000335722 0.000587983 0.000355851 0.000289061 0.00026009 0.000252822
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.089535000000000017 0.11368000000000002 -0.230625 -0.077699999999999977 -0.09602999999999999 -0.15109999999999998 -0.083529999999999979 -1.0000000180025095e-35 0.15927500000000003 0.084435000000000024 0.085185000000000025 1.0000000180025095e-35 -0.074249999999999997 -0.07125999999999999 0.082730000000000012 -0.37626499999999991 -0.11756999999999999 0.024640000000000006 -0.13578499999999996 -0.10131499999999999 0.16421000000000002 -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 8 9 10 21 14 -13 28 18 17 -17 23 19 -12 -20 -7 -21 -15 26 -26 -11 -18 -14 -25
right_child=1 2 3 4 5 6 -8 -9 -10 24 11 12 13 15 -16 16 27 -19 20 22 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.0011054029532885268 -0.0012046984072095464 -0.0011716348124653647 -0.00076093265565721447 -0.00074385787707832642 0.0010701252028107588 -4.0169594388282816e-05 -0.00098610922766945706 0.001252044699661898 -0.00099786680655323113 -0.00036153324721939218 -0.0011526337820818189 -0.0012281683166927623 0.00063928413193497504 -0.0004316254769519695 0.0011366321194877971 -0.0011715194393160566 -0.00033792737401599929 -0.00083235806354520702 -0.00017967777217094976 0.00074929402046248453 0.0010238227790095476 0.00084128804593593869 -0.00021768835005779558 -0.00021261912834735151 0.00088094079931133737 -0.00013812393952261577 0.00060366098078151016 0.0004019450175675285 -0.00018267344443724718 0.00050475126734138634
leaf_weight=0.001362890604314825 0.0011063945439171432 0.0011326458395339292 0.0018419539889418237 0.0019226734400960002 0.001279004809939365 0.0015536003631506645 0.0012870772233970476 0.0010285140199846046 0.0010976678336334081 0.0016314280644345036 0.0010822146943407773 0.0010081257672436275 0.001959848815065608 0.0012877776763389193 0.0010676383698111627 0.0028165839961422894 0.0035022557328447945 0.0015658906266742267 0.001305979737549201 0.0010505210208098248 0.0016278342338980067 0.002136456601945713 0.0016388824392521428 0.0011211620799151945 0.003649659968522955 0.0013507162774430981 0.0011228943553192039 0.0012467645331333266 0.0010187492069935189 0.0036090654042433157
leaf_count=113 275 229 329 529 42 18 27 32 46 56 69 109 53 35 52 221 103 481 136 59 53 59 62 195 211 34 50 47 43 142
internal_value=0 -6.01245e-05 -3.37111e-05 -6.17771e-06 2.47375e-05 5.90669e-05 2.81062e-05 6.03534e-05 2.92857e-05 5.86822e-05 -2.8298e-05 -9.66532e-05 -0.000231463 -0.000176035 0.00023523 -0.000281064 -0.000526337 -3.63823e-05 9.17084e-05 -0.000216622 0.000488088 0.000470174 0.000160029 0.000170731 0.000401898 0.000605668 3.19614e-05 -0.000143688 0.000358156 0.00033472
internal_weight=0 0.04905 0.0479436 0.0468109 0.044969 0.0430463 0.0417673 0.0404802 0.0394517 0.038354 0.0305994 0.0269093 0.0191362 0.0181281 0.00777307 0.0151495 0.0075656 0.0075839 0.00670543 0.00377162 0.00293381 0.00369006 0.0026894 0.00601801 0.0077547 0.00500038 0.00275432 0.00474902 0.0029786 0.00473023
internal_count=3910 3797 3522 3293 2964 2435 2393 2366 2334 2288 1937 1860 1429 1320 431 1224 371 853 379 190 189 77 121 372 351 245 106 150 96 337
is_linear=0
shrinkage=0.00131955


Tree=1221
num_leaves=20
num_cat=0
split_feature=14 1374 457 484 1 475 0 3 0 1 160 1 0 15 47 16 42 42 16
split_gain=0.000181139 0.000168683 0.000281934 0.00021456 0.000219323 0.000327767 0.000320187 0.000219852 0.00034489 0.000276945 0.000266898 0.0002475 0.000219481 0.000206105 0.000169351 0.000227721 0.000145761 0.000179284 0.000130351
threshold=0.077685000000000018 -0.094679999999999986 0.088055000000000008 -0.0043499999999999988 1.0000000180025095e-35 -0.067819999999999978 -0.089879999999999974 0.090325000000000003 -0.13027499999999997 0.13026000000000001 -0.030424999999999997 0.13213500000000003 -0.077944999999999987 -0.11219499999999999 0.09252500000000001 -0.088144999999999987 -1.0000000180025095e-35 0.085330000000000003 0.062650000000000025
decision_type=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 -7 12 -9 13 14 -12 15 -10 -8 18 -18
right_child=-2 2 -4 4 5 7 16 10 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0017186978928584291 -0.0018487580462268937 -0.0016185444443949594 0.0019598106413647631 -0.0021667622360930974 0.0024923672589191133 0.0023002565045879639 -0.0012241150149553412 -0.0024543922583031654 0.0011293784434717995 0.0021696340227452685 0.0005247714839768903 0.0017027961225537173 0.00091047521555647751 -0.0021698661784536151 -0.0022750414727028532 -0.0016465334369268868 0.0020713012787831075 -0.00088760589537297961 0.00022888420171832761
leaf_weight=0.0010037362768393612 0.0010107577244884416 0.0014810491570898801 0.0014862480168588146 0.001702489771557676 0.0013333366778431896 0.001842947480190817 0.0014451431932779859 0.0010938462612068989 0.0011628435776875907 0.0010884520736600123 0.0010871992897918403 0.0011289655288904688 0.0019798818773122361 0.0010879703827946239 0.0011658981141748903 0.0011033524842669618 0.0012386479269128657 0.0014610214952342493 0.001811693971374595
leaf_count=66 126 562 153 345 206 135 537 73 87 138 38 84 360 66 76 199 98 520 41
internal_value=0 4.02346e-05 0.00011171 -6.60894e-06 0.000103237 0.000427587 -0.000492812 0.000211516 0.000628947 0.000155112 -0.000580391 4.00042e-05 -0.000250047 -0.000823025 -0.000919521 -0.000222142 -1.43627e-05 0.000373162 0.000977032
internal_weight=0 0.0257047 0.024701 0.0232147 0.0217337 0.0140747 0.007659 0.0127414 0.00834338 0.00650043 0.00439798 0.00330414 0.00541198 0.00217517 0.00343209 0.0022662 0.00595651 0.00451136 0.00305034
internal_count=3910 3784 3718 3565 3003 1462 1541 1256 995 860 261 188 722 104 362 286 1196 659 139
is_linear=0
shrinkage=0.00437696


Tree=1222
num_leaves=22
num_cat=0
split_feature=43 40 42 123 133 484 48 52 49 15 15 15 16 2 160 0 13 43 13 49 133
split_gain=0.000177906 0.000288647 0.000268181 0.000280602 0.000263528 0.000229639 0.000183488 0.000280531 0.000224407 0.000240913 0.000195397 0.000223311 0.000347994 0.000229114 0.000204091 0.000270339 0.000321838 0.00025023 0.000186786 0.000160528 4.47785e-05
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 0.084880000000000025 0.098810000000000023 -0.0043499999999999988 0.12675000000000003 0.11262000000000001 -0.14917999999999998 -0.24219999999999997 -0.11739999999999999 1.0000000180025095e-35 -0.083564999999999987 0.10946500000000002 0.087825000000000014 -0.10575999999999998 -0.0030249999999999995 -0.078644999999999979 -0.069884999999999989 -0.0057999999999999987 -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
left_child=1 -1 -3 4 5 -4 7 8 -7 -10 -11 13 20 14 15 19 17 -17 -9 -12 -13
right_child=-2 2 3 -5 -6 6 -8 18 9 10 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0018523873160045602 -0.0015686513992692369 -0.0016644508183678176 -0.0013278919928181817 0.0019792153139141051 -0.0017105287529063696 0.0020398960619916213 -0.0012800149678933879 -0.0020726822919537261 0.0020418091542837528 -0.0010943534139166578 0.00069279575524716348 -0.00012202908625072095 -0.0020835826094283078 0.002102486539844834 -0.00094143142353548149 -0.00032811025217270091 -0.0011806085120020741 0.002072366543700755 0.00014034434486501934 0.0027642409737859844 0.00097164313882217262
leaf_weight=0.0011656607534297194 0.0010014266233993032 0.0013567346692243401 0.0015439221317359855 0.0010008917826021804 0.0012478655557195675 0.0011296149856718776 0.0011440673772611367 0.0011065891751320112 0.0010427020423570054 0.0014974072865700577 0.0010008837645760771 0.0010305025800276812 0.0012120022262670791 0.0012905214170002566 0.001309368839724101 0.0011177450047650259 0.0016040409780847809 0.0013237128130804627 0.0010254908887382666 0.0010914000840802577 0.0010596729560399254
leaf_count=164 240 209 473 178 534 40 64 238 113 102 53 273 300 148 86 209 173 118 102 32 61
internal_value=0 3.67601e-05 -5.09297e-05 4.51753e-05 -4.37129e-05 5.76021e-05 0.000170271 0.000263268 0.000435838 0.00031156 0.000178288 0.000336567 -0.00049102 0.000649332 0.000397514 0.000683151 0.000119325 0.000973383 -0.00100826 0.00177333 0.000432439
internal_weight=0 0.0253008 0.0241351 0.0227784 0.0217775 0.0205296 0.0189857 0.0178417 0.0157096 0.01458 0.0135373 0.0120399 0.00330218 0.00873767 0.00744715 0.00613778 0.0040455 0.00244146 0.00213208 0.00209228 0.00209018
internal_count=3910 3670 3506 3297 3119 2585 2112 2048 1708 1668 1555 1453 634 819 671 585 500 327 340 85 334
is_linear=0
shrinkage=0.0037357


Tree=1223
num_leaves=21
num_cat=0
split_feature=128 41 2 156 158 453 50 4 15 47 52 13 43 15 16 4 3 1 0 12
split_gain=0.000140366 0.000157197 0.00018934 0.000144804 0.000178809 0.000234497 0.000214793 0.000316334 0.000271313 0.000195227 0.000349594 0.000235773 0.000250899 0.000241874 0.00027942 0.00023291 0.000255176 0.00016537 5.08971e-05 5.0524e-05
threshold=0.086435000000000012 0.078535000000000008 -0.0098549999999999974 0.091280000000000014 0.085745000000000002 1.0000000180025095e-35 0.10119500000000002 0.27020000000000005 -0.10192499999999999 0.085165000000000018 0.11401500000000002 -0.094679999999999986 -0.17307499999999998 0.085285000000000014 -0.094359999999999986 0.0057500000000000008 -0.016619999999999996 0.11235500000000002 -0.084304999999999977 0.086765000000000023
decision_type=2 2 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 18 -13 14 -14 16 19 -11 -10 -16
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 17 -12 12 13 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0018081542418812704 -0.0015222716805967857 -0.0013094665526639025 -0.0013310910728910213 -0.0013602373678902936 -0.0015502750099452205 -0.001721688163529228 -0.0012972953701965786 0.0026353451227463568 0.00097240347042167399 0.0027391852365909355 -0.0020670461928384743 0.0017172234577167184 -0.001624257490278795 -0.0018688440237632897 0.0002710695060062892 0.0020369479468742937 -0.0016026030734074108 0.00050363751393045963 0.0021825734535924567 0.001511126714851067
leaf_weight=0.0011230130760845882 0.0010621089875260661 0.001439947737068902 0.0016309431923570905 0.0012385193245104112 0.0010760189272772938 0.001052918763358778 0.0013518336879340112 0.0010923662231702705 0.001135099957360719 0.001139843617499193 0.0010406793029497661 0.001520658350392611 0.0012192163383537794 0.001222397192402358 0.0013016270141386014 0.0014571624598954114 0.0011364667904776556 0.0012045152077462262 0.0013426892576795463 0.0010510993606778762
leaf_count=215 266 184 192 311 323 88 385 164 92 51 246 102 81 501 257 93 89 33 33 204
internal_value=0 3.95573e-05 0.000122795 3.7593e-05 0.000120129 0.000210452 0.000318397 0.000443243 0.000297253 0.000477041 0.000266974 0.000480296 0.00016103 -0.00015928 0.000179661 0.000624305 3.43548e-05 0.00159058 0.00162818 0.000825075
internal_weight=0 0.024777 0.0233371 0.0222141 0.0209755 0.0198995 0.0188466 0.0174948 0.0164024 0.0147715 0.0124271 0.0113864 0.00890863 0.00738797 0.00616557 0.00494636 0.00348919 0.00234436 0.00247779 0.00235273
internal_count=3910 3644 3460 3245 2934 2611 2523 2138 1974 1782 1698 1452 1327 1225 724 643 550 84 125 461
is_linear=0
shrinkage=0.004207


Tree=1224
num_leaves=19
num_cat=0
split_feature=15 16 158 156 133 0 42 133 457 15 12 16 2 1374 4 0 2 1
split_gain=0.000144368 0.000210472 0.000162442 0.000134508 0.000135373 0.000169517 0.000209128 0.000214826 0.00027723 0.000211681 0.000181931 0.000178935 0.00016894 0.00014183 0.000211553 0.000207032 0.00015346 0.000127987
threshold=-0.24219999999999997 -0.13863999999999996 0.084965000000000027 0.090135000000000007 0.10681500000000001 -0.017269999999999997 -0.11145999999999999 -0.090054999999999982 -0.066264999999999991 -0.11739999999999999 0.082640000000000005 -0.11180499999999999 0.079395000000000007 -0.094679999999999986 -0.0031049999999999997 -0.088084999999999983 0.088975000000000012 0.085835000000000009
decision_type=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 -10 -7 17 -13 -14 15 -15 -17 -11
right_child=2 -3 -4 -5 -6 10 7 8 9 11 -12 12 13 14 -16 16 -18 -19
leaf_value=0.0028686329449788021 -0.0022701730997164282 -0.00019620773673572316 -0.0018364801195641877 -0.0017322461178768053 -0.0015815646500174153 0.0024275327221911498 -0.001814350704317996 -0.0018951547123258082 -0.0011274536182724628 0.00055996183878583342 0.00010055169509351829 -0.00099445015428205178 -0.00082924916190557142 -0.0014596655450566712 0.002430549617697416 0.0026823880400196182 -1.3720807718270451e-05 0.0028490956800443805
leaf_weight=0.0010266445064836538 0.0010170415130694973 0.0012634634606510367 0.0013522827879230417 0.0011268679296301256 0.0012081367965998393 0.0015705357590247741 0.0013675150606587963 0.0013410365324239846 0.0017138483879682006 0.0010304585054688982 0.0018494714678602975 0.0017101861964943302 0.0011282617609573728 0.0010743125981065842 0.001979731731245161 0.0010006003819673648 0.0011436008487375471 0.0015402605921370771
leaf_count=207 160 110 346 307 473 111 410 235 143 74 100 295 50 149 144 264 221 111
internal_value=0 0.00117775 -0.000145564 -4.0683e-05 5.15138e-05 0.000152865 -6.37321e-05 8.5574e-05 0.000275745 0.000512024 0.00116915 0.000776916 0.000407593 0.000786595 0.00113731 0.000341826 0.00124443 0.00193151
internal_weight=0 0.00229011 0.0231541 0.0218019 0.020675 0.0194669 0.0160469 0.0150298 0.0136623 0.0123213 0.00342001 0.0106074 0.00803669 0.00632651 0.00519825 0.00321851 0.0021442 0.00257072
internal_count=3910 317 3593 3247 2940 2467 2256 2096 1686 1451 211 1308 1123 828 778 634 485 185
is_linear=0
shrinkage=0.00502775


Tree=1225
num_leaves=20
num_cat=0
split_feature=1 132 42 42 2 13 147 133 12 15 40 0 43 0 47 0 1 3 2
split_gain=0.000148936 0.000209341 0.000171748 0.000211356 0.000223034 0.000222489 0.000165364 0.000164462 0.000158841 0.000155263 0.000205097 0.000203312 0.000190177 0.000317823 0.000245476 0.000309724 0.000314685 0.000170034 0.00011601
threshold=0.085835000000000009 0.079995000000000011 -1.0000000180025095e-35 0.091955000000000023 0.086650000000000019 -0.076679999999999984 0.089245000000000005 0.091290000000000024 0.085845000000000019 -0.03231499999999999 -0.012844999999999997 -0.084154999999999994 -0.075819999999999985 -0.074904999999999985 0.09252500000000001 -0.14808999999999997 0.11183500000000002 -0.0095549999999999993 0.092175000000000021
decision_type=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 7 9 8 -6 10 -2 17 -12 14 15 16 18 -11 -14
right_child=1 -3 3 -5 5 -7 -8 -9 -10 11 12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0018530471199680674 0.0023369850652993338 0.0022827280231325011 -0.0013669323371048071 -0.0022188156836338187 0.00050050585380092335 0.0020183389113254684 0.0019331772791673343 0.0014023948499607866 -0.0021349227383806344 0.0016577130349361476 -0.0017531537432857824 -0.0019337193061444607 -0.00033204500413725407 0.0023798506917963938 -0.0018584391829955967 0.0027603644766262931 -0.0023794483154147609 -0.001101162268645576 0.0019630872457480973
leaf_weight=0.0017761366567736053 0.0010364092682047807 0.0011190791976241074 0.001740751195002721 0.0010375594184508508 0.0010109806360902307 0.0017712324552618952 0.0010787345356595432 0.0011065227729578631 0.0011322000383373054 0.0010073800937779875 0.0011650828337184142 0.0019743588458787627 0.0010326851998740984 0.0014406165164781411 0.0014740003371365162 0.0010135059628522125 0.0011123152466350206 0.0010820804424254149 0.0010245982614849325
leaf_count=782 228 159 407 408 175 112 116 87 229 81 160 522 32 124 110 68 33 51 26
internal_value=0 0.000269171 -0.00049683 -0.000187976 0.00012365 0.000640433 0.000113142 -0.000110587 -0.000891739 -3.37807e-05 0.000310569 -0.000821753 5.63937e-05 0.000353429 -0.000162612 0.000434947 -0.000308625 0.000228959 0.00081101
internal_weight=0 0.0155608 0.00957538 0.00779925 0.00676169 0.00502094 0.0144418 0.0032497 0.00214318 0.013363 0.00929921 0.00406382 0.0082628 0.00709772 0.00565711 0.0041831 0.0031696 0.00208946 0.00205728
internal_count=3910 1710 2200 1418 1010 603 1551 491 404 1435 781 654 553 393 269 159 91 132 58
is_linear=0
shrinkage=0.00483252


Tree=1226
num_leaves=31
num_cat=0
split_feature=156 151 401 133 4 11 457 1456 1 0 156 0 48 2 133 47 43 16 133 133 15 151 0 16 48 47 16 47 14 2
split_gain=0.00121867 0.000957365 0.000986801 0.000926095 0.000849902 0.000972758 0.000805607 0.000789134 0.000695469 0.0011266 0.000893612 0.00104848 0.000775551 0.000900511 0.00116783 0.000942643 0.0011427 0.000778645 0.000678568 0.00063879 0.000634191 0.00058694 0.000566629 0.000556207 0.000788042 0.000521521 0.00046607 0.000605737 0.000860648 0.000442703
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.10072000000000002 -0.26719999999999994 0.27020000000000005 0.080455000000000013 0.51789000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.083674999999999986 0.090385000000000007 -0.017269999999999997 -0.09386499999999999 1.0000000180025095e-35 -0.17468499999999998 0.13302500000000003 -0.073139999999999983 -0.014754999999999999 0.10681500000000001 0.083815000000000014 0.014775000000000002 -0.086034999999999986 -0.10071499999999999 -0.072359999999999994 0.10417000000000001 0.10783500000000001 -0.53943499999999989 0.096475000000000019 -0.46637499999999993 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 11 12 -10 14 -14 16 25 21 -11 -9 -19 -15 -18 24 29 -16 -6 28 -28 -23
right_child=1 2 -4 4 26 -7 -8 8 10 18 -12 -13 13 17 15 -17 22 20 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014004009370584293 -0.001363280529390267 -0.0011341300785630761 -0.0013658567261215068 -0.0008187523783093339 0.0011562333964481746 -0.00093518808320213712 -0.001213331110269151 -0.0011672722274134609 -0.00096163473441984834 0.00026185646363767505 -0.00080203683334431587 0.0012856956023884721 0.0012487886260025098 0.001189602043603309 6.5369706944210722e-05 -0.0014005942074521158 -8.2957798074005616e-05 0.0013684532634914415 -0.00072019930194823229 -0.0002003748170069688 7.7621589467402605e-05 0.00049335803349037817 -0.0013909485799477978 -0.00057872441576638906 0.0014006709650758343 0.0011236725045229645 -0.00017178064814910441 -0.00048732605570411239 0.0010636897677781408 -0.00039263869984394175
leaf_weight=0.0012870899669412674 0.0010267665184260357 0.001319345602508403 0.0010176855038565571 0.0019385467846463325 0.0016113257220844446 0.0021568304128090068 0.0010039573646736235 0.0025342176291377394 0.0010435790857172824 0.0097134534444474133 0.0015253393101151138 0.0019574339323469294 0.0011697068312059864 0.001197244253177133 0.0028544732902551226 0.0011873587058772728 0.0012248637274296908 0.0029111303431577093 0.0016080744993979277 0.0028428375612296053 0.0010036443746983537 0.0023731303989791295 0.0013824437836287293 0.001665818593576061 0.0011075872108321505 0.001342507715669683 0.001874595692051173 0.0014301957109026375 0.0026953945527330428 0.0020708867056189462
leaf_count=197 65 231 193 311 87 128 16 387 13 461 130 80 5 31 166 16 16 71 205 316 30 33 258 28 16 19 61 31 247 62
internal_value=0 -2.29749e-05 8.49434e-07 2.536e-05 5.29599e-05 -1.6224e-05 2.71865e-05 5.5077e-05 9.47335e-05 -0.000128296 0.00023788 0.000302646 0.000217254 0.0002745 -5.80347e-05 -0.000249309 -4.84085e-05 0.000521589 0.000122368 -0.000656076 0.00103752 0.000281562 -0.000776479 0.000130934 0.000343875 0.000403894 0.00048757 0.000308003 0.000556904 8.04886e-05
internal_weight=0 0.0587904 0.0577636 0.0567459 0.0554266 0.0478151 0.0456582 0.0446543 0.0427157 0.0166986 0.0260171 0.0244918 0.0225344 0.0214908 0.00916135 0.00799165 0.00680429 0.0123294 0.0113215 0.00537706 0.00391477 0.00841467 0.00260731 0.00721742 0.0055516 0.00419698 0.00761151 0.00600019 0.00456999 0.00444402
internal_count=3910 3713 3648 3455 3224 2798 2670 2654 2343 1369 974 844 764 751 480 475 459 271 666 703 101 170 274 139 111 185 426 339 308 95
is_linear=0
shrinkage=0.00140032


Tree=1227
num_leaves=31
num_cat=0
split_feature=52 133 453 31 1213 133 1348 14 1456 376 123 484 38 1 49 151 15 2 13 16 13 15 42 42 43 13 16 0 403 13
split_gain=0.000964882 0.000886305 0.000805685 0.00105362 0.000799285 0.000736898 0.000685173 0.000923686 0.000680705 0.000722915 0.000641072 0.000603972 0.000493963 0.000657927 0.000596438 0.00146015 0.000528881 0.00118012 0.000681898 0.000536527 0.00067547 0.000493744 0.000802396 0.000479614 0.000458975 0.000667574 0.000420144 0.000379168 0.000352648 0.00030405
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 0.11605500000000001 0.083745000000000014 -0.075729999999999978 0.10386000000000002 0.11235500000000002 -0.085974999999999982 0.094645000000000021 -0.095799999999999982 0.091025000000000009 0.16421000000000002 -0.19424999999999998 -0.081734999999999988 0.084050000000000014 -0.089024999999999979 -0.080904999999999991 0.0033500000000000005 -0.084184999999999996 -0.11180499999999999 -0.11524 -0.060324999999999997 -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 -3 28 -6 7 8 -7 10 11 -10 13 14 15 -13 17 27 19 20 -18 24 -23 -12 25 -21 -19 -16 -5 -15
right_child=1 2 -4 4 5 6 -8 -9 9 -11 23 12 -14 29 16 -17 18 26 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012292623728314743 -0.0011891233347954267 0.0013462385937821619 -0.0010876238490390225 -0.00022883841417251796 0.0010734073752364732 -0.0008124900211897724 0.0010477789317773069 -0.00113664840464822 -0.00083302335905716238 -0.00096096272240330459 0.00016262485950576086 -0.00097823633044403255 -0.00071663500739107047 0.0010693213187320091 -0.00023467648210112314 0.00085555223092022758 0.00057019522582967127 0.00075199767886050429 -0.00054564951949326432 -0.0004214516557735509 -0.00087481794736185656 0.00064317390548731157 -0.00089659601168968952 0.0013460379493775159 0.0011632933858643437 0.00057826271452355736 -0.00024582630836099244 -0.0012678847243642211 -0.0013459938794768349 0.00035191345255465719
leaf_weight=0.0011824220379312847 0.0011104439774881061 0.0011143277137743981 0.0011493313541279795 0.001000782033965808 0.0012616056743244277 0.0016437159866251596 0.0011683104116109169 0.0012507420563676588 0.0013298357408770825 0.0011943678644596991 0.0012206502931064733 0.002797904242236803 0.0013228128280786669 0.0012997317241145723 0.0010225842588340583 0.0010942219768601547 0.0010074417775740585 0.0017806930827486411 0.0018690703361574626 0.0014381403466243708 0.0014009504149860965 0.0012280208669857018 0.0012243794871955585 0.0012616275838710491 0.0018027016331814147 0.0076292051343785066 0.0013394653978233695 0.0017354173479272516 0.0010478142441532326 0.0060601709463781175
leaf_count=275 229 112 36 248 46 269 49 88 297 27 26 91 43 86 23 29 18 51 74 120 39 59 407 151 32 360 50 86 318 171
internal_value=0 3.77348e-07 2.64321e-05 5.22748e-05 2.25034e-05 5.88409e-05 3.04738e-05 3.43347e-06 3.68256e-05 7.0826e-05 0.000101739 5.77568e-05 9.06138e-05 0.000121361 2.52968e-05 -0.00046269 0.000106194 -0.000243356 0.000222939 0.00031426 -0.000270362 0.000419946 -0.000125568 0.000764099 0.00054302 0.000419701 0.000323638 -0.000884802 -0.00080024 0.000478605
internal_weight=0 0.0518065 0.050696 0.0495467 0.0484324 0.0463838 0.0451222 0.0439539 0.0427031 0.0410594 0.039865 0.0373827 0.0360529 0.0347301 0.0273702 0.00389213 0.0234781 0.00587816 0.0175999 0.0157308 0.00240839 0.0133224 0.0024524 0.00248228 0.01087 0.00906735 0.00312016 0.002758 0.0020486 0.0073599
internal_count=3910 3635 3406 3370 3258 2692 2646 2597 2509 2240 2213 2036 1739 1696 1439 120 1319 210 1109 1035 57 978 466 177 512 480 101 109 566 257
is_linear=0
shrinkage=0.00134594


Tree=1228
num_leaves=31
num_cat=0
split_feature=31 1348 14 151 52 133 1213 483 133 376 123 1374 150 52 4 15 47 52 42 403 159 151 14 48 403 51 0 150 13 43
split_gain=0.00126482 0.00108601 0.00122546 0.00104035 0.0010309 0.00102343 0.000874632 0.000900632 0.000864561 0.000830456 0.000853025 0.000746894 0.000696966 0.000840968 0.000886015 0.00176053 0.00101251 0.00151697 0.00121958 0.00107327 0.000907252 0.000711541 0.000579022 0.000587414 0.000487797 0.000463575 0.000730064 0.00103112 0.000375699 0.00037344
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.52174999999999983 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.086419999999999983 -0.17468499999999998 0.31615500000000002 0.083745000000000014 0.09309000000000002 -0.18357499999999996 0.41469000000000006 0.25367000000000006 -0.095799999999999982 0.085165000000000018 0.11401500000000002 -0.09602999999999999 0.088015000000000024 0.09141500000000001 -0.090064999999999992 -0.46879999999999994 0.11379500000000002 -0.082404999999999992 0.12342500000000002 -0.230625 0.08882000000000001 -0.080649999999999986 -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 3 -2 -5 -6 24 -8 -9 10 11 12 -10 14 15 21 17 18 -17 20 25 -14 -16 -24 -7 26 -20 -28 -12 -18
right_child=1 -3 -4 4 5 6 7 8 9 -11 28 -13 13 -15 22 16 29 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012210733623699553 -0.0013388140995771269 0.0013552700336421611 -0.0012085481341490649 -0.0012457711338648236 -0.0012197945995386403 -9.3099606171434849e-05 -0.0011163139052188349 0.0011327793518010809 0.00097303126888078012 -0.0011671860422170304 0.0013729585843004382 -0.0010185837861792385 4.2026316451739637e-05 -0.0010981053234554378 -0.00037651056933958089 -0.0011636336832633733 0.0011444649552453728 -0.0011697223025878964 0.0012063055508909084 -0.0011808851224751199 -0.00076289275468343297 -0.0011602802736276454 0.00084879638362559903 -5.5992539274205873e-05 -0.0013729142645569755 -0.00044962616660018011 0.00039697486894960593 -0.0010437810220496507 0.00039265487723834825 0.0001786664546356163
leaf_weight=0.0014831778473817217 0.0011591374885604458 0.0010015191691294936 0.0017789115071162867 0.0012736236248018775 0.0012589435493163261 0.0010145730998507574 0.0011791956684517038 0.0014755791059766201 0.0015658645503719973 0.001007754943426419 0.0012502583827926905 0.0012126348293168823 0.00129415393346477 0.0011886388429229724 0.0012952752749129104 0.00134439732404834 0.0021773298304523792 0.0019157578831521241 0.0018898380610607802 0.0010298004075628411 0.0015186378314756546 0.0032766398904924233 0.005366944022052067 0.0018079791806826506 0.0012563955020092324 0.0012969353048049017 0.014069936859848056 0.0010029626073775324 0.0017943212733841909 0.0011547661359969643
leaf_count=113 63 28 123 270 217 187 136 39 13 16 77 56 50 195 29 102 50 158 15 67 126 177 207 27 365 32 726 91 117 38
internal_value=0 -6.232e-05 -8.64419e-05 -5.14701e-05 -2.4785e-05 3.67253e-06 3.25239e-05 6.95623e-05 9.75655e-05 6.60444e-05 9.22344e-05 4.40389e-05 7.38699e-05 4.00489e-05 7.35012e-05 -3.10917e-05 0.000100488 2.29346e-06 0.00010365 0.000185528 0.000256673 -0.000819865 0.000468292 0.000620802 -0.000801147 0.00034147 0.000401955 0.000301106 0.000795217 0.000809759
internal_weight=0 0.0598587 0.0588572 0.0570783 0.0559191 0.0546455 0.0533866 0.0511156 0.0499364 0.0484608 0.0474531 0.0444085 0.0431959 0.04163 0.0404414 0.0319712 0.0274004 0.0240683 0.0221525 0.0208081 0.0197783 0.00457079 0.0084702 0.00717492 0.00227097 0.0182597 0.0169627 0.0150729 0.00304458 0.0033321
internal_count=3910 3797 3769 3646 3583 3313 3096 2544 2408 2369 2353 2159 2103 2090 1895 1632 1405 1317 1159 1057 990 227 263 234 552 864 832 817 194 88
is_linear=0
shrinkage=0.00137286


Tree=1229
num_leaves=31
num_cat=0
split_feature=52 133 31 1213 133 376 160 1374 123 130 403 403 484 52 1 48 42 3 34 1 43 12 43 49 3 12 133 1 4 457
split_gain=0.000951636 0.00109564 0.000846395 0.000697264 0.000736974 0.000708855 0.000721372 0.000697938 0.000595886 0.000756917 0.000501642 0.000537635 0.000441107 0.000991706 0.00056034 0.000780731 0.000573099 0.000578156 0.000484182 0.000433321 0.000517862 0.000506827 0.000758936 0.000490618 0.000494222 0.000510195 0.000477219 0.000444218 0.000470353 0.000504272
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 -0.40446999999999994 0.09309000000000002 0.088610000000000008 0.079100000000000018 0.088015000000000024 0.03138500000000001 -0.0043499999999999988 0.024145000000000003 0.13562500000000002 0.12862000000000004 -1.0000000180025095e-35 -0.10628499999999998 -1.0000000180025095e-35 0.10113500000000002 0.15364000000000003 0.099680000000000005 -0.18906999999999999 -0.042499999999999989 0.11818000000000002 0.092475000000000016 0.089845000000000022 0.092010000000000022 -0.37626499999999991 0.090920000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 12 13 -8 15 16 17 -14 -18 20 21 22 -20 -21 25 -25 27 28 -24 -30
right_child=1 2 3 4 5 -7 7 -9 -10 -11 -12 -13 14 -15 -16 -17 18 -19 19 23 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0013740756291287719 -0.0013825680906159824 0.0012418473206615647 -0.00089654025279236129 0.0011989301423319958 -0.0009703255092579743 -0.0011230871578439593 -0.001251768867399928 -0.0011336473277903708 0.0010891393080915874 -0.0011367767483769688 -0.00091192355177989557 0.0009461561044598329 0.00018293537427194979 0.00058827119751140113 0.00096547102489659322 -0.0011586545148164742 -0.00082426483411823749 -0.0013975257731216992 0.0012593653918438366 0.0012945991979598323 0.0010083601029633115 -0.0009608958377687305 -0.00063965548191298764 0.0013210076818478034 -0.00012358849607701613 0.0001614249683259927 -0.00083162281740942797 -0.00055751436586031682 0.00049006843567726876 -0.00060093695243167437
leaf_weight=0.0011981301714882866 0.0012946347129365035 0.001289678868564236 0.0019233659044424747 0.0012169398217611862 0.0015739498151549061 0.0012474970657825315 0.0016077890705590283 0.0010674632456622027 0.0013739129769660954 0.0011521284622840735 0.0010695663197060048 0.0018112419488573997 0.0010620387831759004 0.0011573812973112441 0.0018230215471171088 0.0010911664541204394 0.0010003345277356237 0.0010650889493448714 0.0012160682094304294 0.0016014169967091263 0.0013756725555822405 0.0010852548726922864 0.0012464602883870282 0.0017221181473483504 0.0027700308687670372 0.0017653857518098448 0.0013911261621131219 0.0019477012472268749 0.00782124390141627 0.0011116932725201431
leaf_count=275 229 113 566 46 254 27 327 60 108 189 89 40 43 137 113 38 58 198 13 88 12 53 41 69 48 39 208 81 310 38
internal_value=0 -6.75829e-06 3.06717e-05 -3.06754e-06 3.56598e-05 2.85775e-06 3.63733e-05 7.56564e-05 0.00010853 7.29765e-05 0.000110911 0.000141579 9.85418e-05 -0.000481607 0.000150131 9.93542e-05 0.000148063 -0.000608428 0.000209824 0.000251112 0.000116349 3.87796e-05 0.000112411 0.000545971 0.000354383 0.000734023 9.23334e-06 0.00010569 0.000232586 0.000354294
internal_weight=0 0.0488814 0.0475867 0.0462971 0.0443737 0.0431568 0.0419093 0.0403353 0.0392678 0.0378939 0.0367418 0.0356722 0.033861 0.00276517 0.0310958 0.0292728 0.0281816 0.00212713 0.0260545 0.0250542 0.0171952 0.0158195 0.0147343 0.00785895 0.00625753 0.0034875 0.0135182 0.0121271 0.0101794 0.00893294
internal_count=3910 3635 3406 3293 2727 2681 2654 2400 2340 2232 2043 1954 1914 464 1450 1337 1299 241 1058 1000 756 744 691 244 156 108 678 470 389 348
is_linear=0
shrinkage=0.00151575


Tree=1230
num_leaves=20
num_cat=0
split_feature=43 40 42 123 133 484 3 15 0 51 15 43 457 2 1 0 13 4 4
split_gain=0.000157925 0.000243399 0.00020274 0.000266841 0.000220856 0.000222421 0.000164819 0.000266695 0.000259822 0.000217338 0.000282865 0.0002861 0.000212992 0.000210975 0.000494596 0.000330198 0.00022885 0.000256863 0.000113833
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 0.084880000000000025 0.098810000000000023 -0.0043499999999999988 -0.10315499999999998 -0.016339999999999997 -0.053834999999999994 -0.09021499999999999 0.090325000000000003 -0.079374999999999987 -0.0034949999999999994 0.11203000000000002 0.10031000000000002 -0.18087499999999998 -1.0000000180025095e-35 -0.00072999999999999985 -0.34687499999999999
decision_type=2 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 -8 11 -11 -13 14 16 -15 -14 -18 -9
right_child=-2 2 3 -5 -6 6 8 18 -10 10 -12 12 13 15 -16 -17 17 -19 -20
leaf_value=0.0018054529639548243 -0.0015522126775055251 -0.0015442311377594762 -0.0014035380649519292 0.0020412923559881826 -0.0016702631335949495 0.0021313856478872018 0.0015035338510901034 -0.00086673892754510272 -0.0016073264141948799 -0.0017454932838198102 0.0015899339677545811 -0.0016312964371079039 -0.0012716700787878306 -0.0024162510534276836 0.0031270746700994834 0.0007688060325393599 0.0021417777367775622 -0.0003196513858333001 0.00075795477289116711
leaf_weight=0.0011705780294264381 0.0010183160134497873 0.001339914316734441 0.001532739840249985 0.0010034822496398635 0.0012458417489805409 0.0015973125429155077 0.0016137382394771907 0.0011346913695859939 0.0014871155820225914 0.0017464567007754459 0.0014425583832903275 0.0010666437024555728 0.0013364543552491477 0.0010129903725184519 0.0010476923963653739 0.0010333962204436276 0.0011627570236671936 0.001560552651611145 0.0016830200893687081
leaf_count=164 240 209 473 178 534 115 127 93 213 357 241 58 506 48 69 72 52 56 105
internal_value=0 4.01868e-05 -4.57429e-05 4.26794e-05 -4.97264e-05 4.89597e-05 0.000166595 0.000837291 -3.74752e-05 0.000141785 -5.0818e-05 -0.000288291 2.12941e-05 0.000267697 0.000698629 -0.000807842 7.19267e-05 0.000731292 0.000103691
internal_weight=0 0.0252179 0.0240474 0.0227074 0.021704 0.0204581 0.0189254 0.00441502 0.0145104 0.0130232 0.0114095 0.00996694 0.00822049 0.00715384 0.00510746 0.00204639 0.00405976 0.00272331 0.00281771
internal_count=3910 3670 3506 3297 3119 2585 2112 313 1799 1586 1459 1218 861 803 683 120 614 108 198
is_linear=0
shrinkage=0.00396435


Tree=1231
num_leaves=20
num_cat=0
split_feature=14 52 157 124 12 43 42 123 160 151 4 15 15 2 2 47 2 1 43
split_gain=0.000146221 0.000162209 0.000220513 0.000193109 0.000352255 0.000350891 0.000235271 0.000237432 0.000292402 0.000258918 0.000245642 0.000240472 0.000413332 0.000294051 0.000222737 0.000211518 0.000167644 0.000137366 0.000135755
threshold=0.073890000000000011 -0.40083499999999994 -0.077534999999999979 0.10385500000000002 0.11655500000000001 -0.15109999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.090394999999999989 0.24280000000000004 -0.095799999999999982 -0.073314999999999991 0.10362500000000001 0.087995000000000004 0.085765000000000022 0.11290500000000002 0.089825000000000002 -0.34918499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 5 18 -7 8 16 -10 11 -11 -13 14 -14 -12 -8 -3 -4
right_child=-2 2 3 -5 -6 6 7 -9 9 10 15 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.001384961555307264 -0.0016499149386787957 0.00043980912836094236 0.0004279299194852835 0.0018579546740923472 -0.0026813309089789065 -0.0018606385056066236 -0.0025515224114839941 0.0020396105685759718 -0.0020120230112330461 -0.0017434171363176056 0.0032295347290102142 0.0021441753738700494 -0.00066892757234492486 -0.0020912484195261794 0.0017395277099229443 0.0002886895419880475 -0.0001633069556242387 0.0027347153709956266 0.0025113917866393556
leaf_weight=0.0015324411718237721 0.0010959936386519811 0.0011417319468657863 0.001167117941799467 0.0011015770054187959 0.0010395901507429519 0.001609883002243905 0.0015067989899435761 0.0010691086113510393 0.0010568996968818309 0.001363576936631636 0.0010236205800222562 0.0019069098250675239 0.0018139808883664895 0.0014306490903288616 0.0014192903177050464 0.0010052035393073311 0.0010235595764889194 0.0010277579139641446 0.0014595627262963254
leaf_count=389 135 233 116 43 142 696 553 226 80 71 134 114 398 84 171 34 80 111 100
internal_value=0 4.99019e-05 0.000144815 2.00702e-06 -0.000100752 4.15221e-05 -0.000208388 -2.64454e-05 -0.000189453 0.000131087 0.000358428 -3.13873e-06 0.000358003 -0.000372298 0.000388298 0.00177246 -0.00158546 0.00152698 0.00158564
internal_weight=0 0.0246993 0.0231668 0.0209973 0.0198958 0.0188562 0.0162295 0.0146196 0.0135505 0.0110201 0.00996323 0.00793441 0.00657083 0.00466392 0.00323327 0.00202882 0.00253036 0.00216949 0.00262668
internal_count=3910 3775 3386 3042 2999 2857 2641 1945 1719 1086 1006 838 767 653 569 168 633 344 216
is_linear=0
shrinkage=0.00455379


Tree=1232
num_leaves=31
num_cat=0
split_feature=52 133 1213 151 1 48 159 3 42 43 40 48 50 133 133 49 49 0 159 3 51 49 51 1 3 2 1 42 42 13
split_gain=0.000825504 0.000785065 0.000794675 0.000833353 0.00100164 0.000746527 0.000597433 0.000647135 0.000743286 0.000577502 0.000720785 0.000688311 0.000998547 0.000518889 0.000585799 0.000514018 0.000447886 0.00075469 0.000522294 0.000480434 0.000441517 0.000369058 0.000480681 0.000449622 0.000595825 0.000356768 0.000341401 0.000299334 0.000700104 0.000297227
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.52174999999999983 0.10113500000000002 -0.088799999999999976 -0.034019999999999988 -0.15464999999999998 -0.09602999999999999 -0.24333999999999997 -0.012844999999999997 0.11930500000000001 0.11384500000000002 -0.085714999999999986 -0.090054999999999982 0.10960000000000002 -0.085974999999999982 -0.08317999999999999 0.096890000000000018 0.099570000000000006 0.11975000000000001 -0.042499999999999989 -0.40274499999999996 0.13148500000000005 0.12991000000000003 0.10113500000000002 0.096230000000000024 0.091230000000000019 0.085330000000000003 0.11202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 -9 -7 -11 12 15 14 -10 21 17 -15 19 26 -13 -12 -23 24 25 -24 27 28 -18 -8
right_child=1 2 3 4 5 9 7 8 13 10 11 20 -14 16 -16 -17 18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014251230046391755 -0.0013943712204855659 -0.0010642026451760905 -0.0014888888795833403 -0.0012061728671337829 -0.00099962791239703282 -0.00043044033397345987 0.00082957457993588569 -0.001421941647824213 -0.00025929389728056535 0.0013237579617184916 0.0010605509258281428 -0.001221774752601419 -0.0010116644287674773 -0.0014151870196185809 0.0012426577179861591 0.0015158952799436533 -0.0001761685179853102 1.8460231961791219e-05 -0.0012483544809459249 0.00044325945140374581 6.9391537025728843e-06 -0.000663002464170468 0.00013313388788932105 0.0013665670689981791 -0.00062109280566479568 0.0012038826215551232 -0.0011373643184403551 0.00041697804947469965 -0.0014371301916706824 -0.00013576146325425866
leaf_weight=0.0013635868738210979 0.0012981078646945301 0.0023354765974117333 0.0010588026769209327 0.0015992421395726311 0.0012203878770975498 0.0026064136607146784 0.0016973113184697254 0.0013639411236341372 0.001375426574676375 0.0015431436053379164 0.0017166308236982201 0.0010157099391818756 0.0010109898063603859 0.002107279320361144 0.0010536473438556007 0.0011659967402195557 0.0097646528696332426 0.0014067788103773174 0.0011170620983582671 0.0024357349357586591 0.0019849358882311208 0.0010600662010205059 0.0015715183173519122 0.0010065392909353044 0.0012839826978350288 0.0013116407700444199 0.0010068829321809867 0.0014926853068386601 0.0011285269237975024 0.0012895617963408768
leaf_count=275 229 566 64 383 30 33 54 136 100 244 99 33 44 81 35 33 517 28 168 32 34 39 46 93 21 62 37 217 157 20
internal_value=0 -0.00023041 -0.000200627 -0.000158952 -0.000129205 0.000146099 -0.000305792 -0.00025293 -0.000334919 0.000227026 0.000343829 0.000228642 0.000417563 -0.000270143 0.0003922 0.000576061 -0.00034878 -0.000841257 -0.000246653 -0.00017596 -0.000408977 0.000438226 0.000266852 0.000457375 0.000237768 0.000620252 -0.000288577 -0.000219577 -0.000306803 0.000412797
internal_weight=0 0.0520291 0.050731 0.0483955 0.0473367 0.018498 0.0288387 0.0272395 0.0242526 0.0172776 0.0146712 0.013128 0.0101274 0.0228887 0.00242907 0.00911637 0.0204596 0.00351406 0.0169455 0.0158285 0.00300065 0.00795038 0.00623375 0.00517368 0.00416714 0.00288316 0.0133927 0.0123859 0.0108932 0.00298687
internal_count=3910 3635 3406 2840 2776 811 1965 1582 1508 781 748 504 437 1372 135 393 1237 109 1128 960 67 360 261 222 129 108 928 891 674 74
is_linear=0
shrinkage=0.00151575


Tree=1233
num_leaves=21
num_cat=0
split_feature=2 41 128 50 15 158 15 47 48 133 3 4 43 133 457 42 3 15 15 13
split_gain=0.000144009 0.000169117 0.000147255 0.00015747 0.000234665 0.000265595 0.000171119 0.000246176 0.000410332 0.000145416 0.000162651 0.000232342 0.000209342 0.000283068 0.00020807 0.000185163 0.000306717 0.000277973 0.000182479 0.000102572
threshold=0.14808000000000002 0.078535000000000008 1.0000000180025095e-35 0.10625000000000001 -0.26361999999999991 0.085745000000000002 -0.095799999999999982 0.09252500000000001 0.084500000000000006 0.099765000000000006 -0.115685 -0.034289999999999994 -0.083254999999999982 -0.086869999999999989 -1.0000000180025095e-35 0.091485000000000025 0.0066850000000000008 -0.017214999999999998 0.014775000000000002 0.095355000000000009
decision_type=2 2 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 19 12 -12 -14 -13 16 -16 -18 -15 -8
right_child=-2 -3 -4 -5 5 -7 9 -9 -10 -11 11 14 13 18 15 -17 17 -19 -20 -21
leaf_value=0.0021383468432940472 0.0017167116642548697 -0.0016874602248900484 -0.001747313983142378 -0.0016497369378478456 0.0024119986561492502 -0.0023538408549900144 0.0026109498437781272 -0.0024274068957724324 -0.0016469781058138964 -0.0012478422963436628 0.001320445753983272 -0.0011250161856096578 0.0010212548811055807 -0.00090662940942463021 -0.0010009950616997997 0.0028474519595312192 0.00034548510009457963 0.0033054885115680211 -0.0035787633516551273 0.00056410777265226942
leaf_weight=0.0013281217976929228 0.0010497078475776292 0.0014927950634435741 0.0010851450031024992 0.0011692925927519462 0.0010563140589143682 0.0010262719129695832 0.0012951686404414292 0.0013254768410909112 0.0012943173128130009 0.0011507611550856675 0.0010788505520161742 0.0010385740429601498 0.0010237678000898373 0.0014568799441430037 0.0015237171089349461 0.0012785516239968153 0.0016666558197881987 0.0013338861437039995 0.0010109719308836196 0.0010236341270548621
leaf_count=194 173 184 266 352 75 278 86 134 132 367 128 147 219 154 349 72 63 40 401 96
internal_value=0 -0.000110911 -9.32142e-06 7.60894e-05 0.000172589 3.92766e-05 0.000171621 -0.000762044 0.000177023 0.000402262 0.000540556 0.000303468 -0.000540161 -0.00111506 0.000867064 0.0012236 0.000764704 0.00166135 -0.00200129 0.00170737
internal_weight=0 0.0246592 0.0231664 0.0220812 0.0209119 0.0195838 0.0185575 0.00367611 0.00235063 0.0148814 0.0137307 0.0114119 0.00457047 0.00349162 0.00684138 0.00580281 0.00452426 0.00300054 0.00246785 0.0023188
internal_count=3910 3737 3553 3287 2935 2741 2463 341 207 2122 1755 1573 902 774 671 524 452 103 555 182
is_linear=0
shrinkage=0.00483252


Tree=1234
num_leaves=31
num_cat=0
split_feature=31 133 52 1213 133 376 160 0 0 2 132 48 48 49 124 3 12 1 52 474 1 16 2 47 1 13 13 13 16 1
split_gain=0.000756107 0.000582637 0.000599719 0.000537203 0.000601141 0.000594593 0.000540137 0.000476617 0.000678719 0.000537331 0.00047783 0.000457701 0.000564204 0.000452818 0.000416806 0.000476253 0.00043302 0.00082256 0.000539628 0.000430936 0.000547957 0.000731918 0.000456663 0.000380939 0.000375339 0.000288074 0.000474274 0.000468751 0.000329793 0.000214868
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.42985499999999993 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 -0.40446999999999994 -0.077944999999999987 -0.082604999999999998 -0.0050599999999999994 0.080815000000000012 0.12675000000000003 0.11521500000000003 -0.084114999999999981 -0.084524999999999989 0.16699000000000003 0.086935000000000012 0.10031000000000002 0.0033900000000000002 0.084835000000000008 0.10752500000000002 -1.0000000180025095e-35 0.089070000000000024 0.096770000000000009 0.097070000000000004 -0.088854999999999976 0.086705000000000018 0.16421000000000002 0.061570000000000007 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -8 23 12 13 24 -15 16 18 -18 19 20 21 22 -16 25 -11 -9 28 -28 -27 -20
right_child=1 2 3 4 5 -7 7 10 -10 11 -12 -13 -14 14 15 -17 17 -19 29 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012468368141280136 -0.0012034432112651143 -0.0010238678339471122 -0.00085523175444685126 0.0011510051014719681 -0.0009510832469124971 -0.0011061396556709864 -0.00094715011884231859 0.00053739976309157781 -0.0012340520030519244 -0.00088503483557316625 0.0010301865539988574 -0.00070852845317416339 0.0011746038062052969 -0.00075611496193849382 -0.00092750808585426213 0.0011981566537131562 -0.0012358708992585728 0.00052343762089438048 0.0003952116252775677 0.00092874780780372338 -0.00091668528586427798 0.0012149804763678567 0.00023867125167536117 0.00078609991076826024 0.00019199955132535542 -0.00017786495363228991 0.00090568413302228451 -0.00023317763610092605 -0.0012885198807889768 0.0011445977692229772
leaf_weight=0.0010294385241705886 0.0010132489994207341 0.001376332998571316 0.0016422174660786484 0.0010685335583460178 0.0012423304103851276 0.0010879797053613407 0.0013023460292274002 0.0019871312260862934 0.0010780502860037169 0.0019128236742522687 0.0018150951281192826 0.0016552043678359487 0.0011030919266641339 0.0010446878283350012 0.0012544505382362436 0.0010907110513631588 0.0013130744882967069 0.0011412529403358462 0.0017425805602586664 0.0010689825632814731 0.0014752015639165617 0.0011096755094666235 0.0020037604735456682 0.0019423208350630725 0.001215965965695176 0.0015353145209334781 0.0014220509341882348 0.0019955407652716417 0.0010238617938393979 0.0017739082476815327
leaf_count=113 238 342 563 45 254 27 63 72 250 85 97 52 28 62 215 65 322 26 109 59 41 32 69 68 45 295 47 74 117 35
internal_value=0 -6.78542e-05 -4.00775e-05 -6.26764e-06 3.00336e-05 -2.04669e-06 3.10912e-05 6.59466e-05 -5.95341e-05 -2.51842e-06 0.000315229 5.63295e-05 0.000122095 5.81169e-05 0.000167403 0.000236446 0.000155025 -0.000417799 0.000289837 4.39059e-05 -0.000117974 0.000151781 -0.000210322 0.000184229 -0.000466459 3.7438e-05 -0.000128787 0.0002407 -0.00062221 0.000773243
internal_weight=0 0.0424377 0.0414245 0.0400481 0.0384059 0.0373374 0.0362494 0.0350071 0.0232858 0.0222077 0.0117213 0.0209054 0.0192502 0.0181471 0.0150183 0.0139736 0.0128829 0.00245433 0.0104286 0.00691207 0.00584309 0.00436789 0.00325821 0.00990622 0.00312879 0.0079639 0.00597677 0.00341759 0.00255918 0.00351649
internal_count=3910 3797 3559 3217 2654 2609 2582 2328 1558 1308 770 1245 1193 1165 1035 973 908 348 560 416 357 316 284 673 130 605 533 121 412 144
is_linear=0
shrinkage=0.00151575


Tree=1235
num_leaves=31
num_cat=0
split_feature=52 133 31 1213 133 376 160 0 0 2 484 1374 132 47 13 13 13 16 1 12 48 14 15 48 15 47 15 43 12 133
split_gain=0.000834044 0.000891581 0.000728051 0.000665297 0.000689031 0.000741121 0.000642446 0.00058927 0.000651448 0.000588528 0.000541488 0.000493842 0.000490583 0.000534286 0.000481941 0.000553386 0.000710497 0.000582202 0.000399801 0.00057857 0.000550275 0.000820348 0.000545097 0.000559334 0.000394419 0.000559676 0.000328129 0.000344858 0.000268504 0.000250929
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 -0.40446999999999994 -0.077944999999999987 -0.082604999999999998 -0.0050599999999999994 -1.0000000180025095e-35 0.090240000000000015 0.080815000000000012 0.099385000000000015 -0.088854999999999976 0.091035000000000019 0.16421000000000002 0.24895000000000003 0.10031000000000002 0.086935000000000012 0.12675000000000003 -0.24487499999999998 -0.0071449999999999994 0.08407000000000002 -0.15202999999999997 0.096475000000000019 0.024640000000000006 0.0016850000000000001 0.085945000000000008 0.088685000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 18 13 14 -12 28 -17 -18 19 22 21 -20 23 -11 -23 -26 -24 -28 -16 -21
right_child=1 2 3 4 5 -7 7 10 -10 11 12 -13 -14 -15 15 16 17 -19 20 29 -22 24 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0013598690078076815 -0.0013402155176963177 0.0011897649466983489 -0.00087749687909252194 0.0011852918682957617 -0.00094874972071586571 -0.001155508953874062 -0.00094935117085023551 -0.00063948681712893394 -0.001157785917273423 -0.00099860532610010684 0.00072501528743078606 -0.00095780747547160434 0.0011087540937597764 0.0010117290367626154 -0.00021979941672511743 0.0011843092237784046 -0.0010402134672136572 0.00054702614044511814 -0.00039487816163142215 -0.0011340913646639738 -0.00050170414351261407 0.0014613370439166069 0.0012337277740842188 8.3675652683272284e-05 0.00087653012390343952 -0.00021664725613551947 -0.000339213163303247 0.00085830821538341023 -0.0012292007773265447 -0.00017023812945109057
leaf_weight=0.0010380553824758101 0.0010896388581630992 0.0011454245015168332 0.0018699634875727613 0.0011071256907246854 0.0014186076531241812 0.0011955609823997007 0.0013876425261694003 0.0011561671277808836 0.0011485404139783819 0.0014249923837703557 0.0021076549036292986 0.0010252418911722563 0.0019400095157555705 0.0018287962506349231 0.0013537455939420847 0.0012239479144184884 0.0010220087758838758 0.0010192783164484354 0.0018355177636637529 0.0014228685175321507 0.0015057831910922923 0.0013072719427640331 0.0010943249056070206 0.0040558152155947269 0.0033800181236065523 0.0014901760090424432 0.0011124388540282304 0.001016089277264598 0.0010207228230068033 0.0010269639714118872
leaf_count=275 229 113 566 46 254 27 63 174 265 250 66 47 82 40 123 33 54 14 31 230 44 60 29 140 152 24 116 23 218 122
internal_value=0 -1.24798e-05 2.06701e-05 -1.08404e-05 2.90494e-05 -3.34177e-06 3.26008e-05 7.03223e-05 -6.54635e-05 -1.11179e-05 0.00032999 4.88859e-05 0.000427321 0.000289271 0.000118731 -0.000107848 0.000289105 -0.000247655 9.88129e-05 -9.21021e-05 0.000322515 0.000477401 8.7461e-05 -0.000197714 0.000736582 0.000542041 0.000572432 0.000232444 -0.000653715 -0.000730046
internal_weight=0 0.0447323 0.0436427 0.0424973 0.0406273 0.0395202 0.0383246 0.036906 0.0242337 0.0230851 0.0126723 0.0216975 0.0115162 0.00957615 0.00774736 0.0056397 0.00326524 0.00204129 0.0206723 0.0111535 0.00951877 0.00801298 0.00870366 0.00548081 0.00617747 0.00487019 0.00322285 0.00212853 0.00237447 0.00244983
internal_count=3910 3635 3406 3293 2727 2681 2654 2400 1596 1331 804 1268 630 548 508 442 101 68 1221 910 311 267 558 390 236 176 168 139 341 352
is_linear=0
shrinkage=0.00148603


Tree=1236
num_leaves=31
num_cat=0
split_feature=31 52 151 1348 14 1456 133 1213 133 376 376 1374 1 1 12 12 1 52 49 12 0 13 48 13 43 11 160 15 124 2
split_gain=0.00107512 0.000966718 0.000947479 0.00105872 0.00106362 0.000819556 0.000827095 0.000865747 0.000656006 0.000784552 0.000797495 0.000566851 0.000684287 0.000731224 0.000848219 0.000499319 0.000481138 0.000416556 0.000620613 0.000699322 0.000575199 0.000745291 0.000543516 0.000516844 0.000822775 0.000396231 0.000389316 0.000605244 0.00054245 0.000375083
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.089520000000000016 0.10031000000000002 0.09112000000000002 -0.0089849999999999982 -0.013124999999999998 0.089895000000000017 -0.076599999999999988 -0.049989999999999993 0.086935000000000012 0.048950000000000007 -0.083654999999999993 0.08407000000000002 -0.10547499999999999 -0.27619499999999997 0.088315000000000018 -1.0000000180025095e-35 0.024640000000000006 -0.085804999999999979 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 13 14 -10 -15 17 20 -19 -20 21 -16 -23 -21 -25 26 29 28 -28 -14
right_child=1 2 3 -5 -6 6 7 8 9 -11 -12 -13 25 15 16 -17 -18 18 19 23 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.001165830560358467 -0.0012669953131234709 -0.0013737529982439356 -0.00093294269581822712 0.0013483126842960176 -0.0012230247998729902 -0.0011969254034521553 -0.00082994188615089556 0.001109161738889277 -0.00080810569903829593 -0.0010082483729814517 0.0012969720026699142 -0.00088613463054127198 -0.00066343425205085953 0.00021353752658311484 -0.00084853690326218412 -0.00094541113713165017 0.0011082892763867446 -0.00076429646240455912 0.00044637007761491615 0.00033092952522578218 0.001355760267573864 -0.00017190331340248373 0.00095916785459472693 0.00018949712043234978 -0.0014003841179541985 -0.00041624982565210364 -0.00022210926480550685 -0.00023155857101068075 0.00087714232904924957 0.00035296005490096532
leaf_weight=0.0014323403453820873 0.0012776339525137894 0.0010133878797899945 0.0017775042134320343 0.001106629967476013 0.0014384039674966145 0.0010411299917966179 0.0020175746186307788 0.0012481367775531984 0.0019449165623024447 0.0012621579023934784 0.0010854450639150573 0.0011554182694153417 0.0010761657337567962 0.0010169821781200739 0.0010182337847659539 0.0025738851025707268 0.0010025102964519297 0.0019477201657460688 0.0051871130743672608 0.0014822484255887476 0.0010513205375843881 0.0013754383546482575 0.0021127114948455983 0.0011336996033395304 0.0014605710578740657 0.0011820622546849799 0.0010117312126078923 0.0015205838105316616 0.0067750421401846497 0.0021037385436368794
leaf_count=113 275 65 315 42 117 209 515 39 80 27 29 67 62 36 59 178 56 101 290 19 14 126 42 49 507 37 41 44 254 102
internal_value=0 -6.41553e-05 -3.34946e-05 -5.83781e-06 -3.70559e-05 -4.20259e-07 3.659e-05 6.59474e-05 0.000109264 7.84339e-05 0.000113407 7.97165e-05 0.000109897 -3.59879e-05 6.98621e-05 -0.000617181 0.000165947 0.00010961 -4.57814e-05 0.00010529 0.000423076 0.000205485 0.000513167 -0.000328714 -0.000705604 0.000358642 0.000431994 0.000576518 0.000734317 8.98469e-06
internal_weight=0 0.0514001 0.0501225 0.0491091 0.0480024 0.046564 0.0447865 0.0437454 0.0417278 0.0404797 0.0392175 0.0381321 0.0369767 0.0233074 0.0197165 0.00359087 0.0177716 0.0167691 0.0112114 0.00926363 0.0055577 0.00450638 0.00348815 0.00407652 0.00259427 0.0136693 0.0124873 0.00930736 0.00778677 0.0031799
internal_count=3910 3797 3522 3457 3415 3298 2983 2774 2259 2220 2193 2164 2097 1557 1343 214 1263 1207 966 865 241 227 168 575 556 540 503 339 295 164
is_linear=0
shrinkage=0.00140032


Tree=1237
num_leaves=21
num_cat=0
split_feature=14 52 1 47 50 1 475 12 0 2 16 457 0 4 52 13 13 12 15 133
split_gain=0.000142602 0.000157755 0.00022302 0.000299423 0.000216325 0.000319753 0.000294619 0.000225449 0.000232278 0.000192944 0.000200358 0.000243344 0.000260108 0.000258833 0.000165178 0.000141876 0.000127584 0.000104767 9.22941e-05 6.85566e-05
threshold=0.073890000000000011 -0.27466499999999994 0.14000500000000002 0.11926500000000002 0.10119500000000002 0.077800000000000022 -0.048844999999999993 0.098845000000000016 -0.084074999999999997 0.11542500000000001 0.050115000000000007 -0.0034949999999999994 -0.10575999999999998 -0.0025899999999999994 -0.066329999999999986 0.083175000000000013 -0.057284999999999996 0.086865000000000012 -0.089024999999999979 0.085515000000000022
decision_type=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 4 5 7 -7 8 19 10 11 -8 14 -14 -13 17 -1 -10 -16 -3
right_child=-2 2 -4 -5 -6 6 9 -9 15 -11 -12 12 13 -15 18 -17 -18 -19 -20 -21
leaf_value=1.707153321699484e-05 -0.001536963410865895 -0.001981184166613064 0.0020306312492809346 -0.0022480150420748357 -0.0017015645189273863 0.0026612236455886779 -0.0014539087882901455 -0.0021294967435759992 -0.0011295155748249327 0.0017548804506953947 -0.0015379556473611115 0.00029265797330815677 0.0010192464979513532 -0.0014934691831192351 0.0014007459251036457 0.0015399296324450403 -0.0020622667185118244 0.00061497340078861366 0.0030458407727802449 -0.00044280405514595848
leaf_weight=0.0010397797351516247 0.0011111485248969091 0.0011343538755499653 0.001092938085447053 0.0010011368862627981 0.0010952227841340969 0.0012473131532342316 0.0010832407533785142 0.001220031036463759 0.0010944902720571069 0.0017772606724460469 0.0010669084081946787 0.0014637010089812996 0.0015283009016396924 0.0014916690180692893 0.0014806045981634597 0.00149454880757105 0.0011381169892838985 0.0015064326998695254 0.0010904671948720494 0.0010069033705140396
leaf_count=198 135 523 155 86 373 146 64 239 122 170 117 68 308 169 60 57 212 400 55 253
internal_value=0 3.40218e-05 0.000139088 4.41802e-05 0.000154606 0.000257872 0.000684913 -0.000442498 -0.000112487 0.000460451 0.000210526 0.000439756 0.000730524 -0.000221872 0.00144338 0.000486311 -0.00106954 -0.000119122 0.00209848 -0.00125778
internal_weight=0 0.0250534 0.0228755 0.0217826 0.0207814 0.0196862 0.0122295 0.00745676 0.00623673 0.0109822 0.00920489 0.00813798 0.00705474 0.00301997 0.00403477 0.00409547 0.0021779 0.00260092 0.00257107 0.00214126
internal_count=3910 3775 3365 3210 3124 2751 1157 1594 1355 1011 841 724 660 477 183 579 410 522 115 776
is_linear=0
shrinkage=0.00429114


Tree=1238
num_leaves=21
num_cat=0
split_feature=11 4 3 1 13 15 12 47 52 16 4 16 52 2 52 13 16 1 15 4
split_gain=0.000140549 0.000378403 0.000194524 0.00014555 0.000209617 0.000243161 0.00022213 0.000192197 0.000303931 0.000251218 0.00015796 0.000188319 0.000186446 0.000316568 0.000210045 0.000160035 0.000145201 8.51136e-05 8.26996e-05 5.33763e-05
threshold=0.079700000000000007 0.24280000000000004 -0.14218999999999996 0.088010000000000019 -0.094679999999999986 0.088495000000000018 -1.0000000180025095e-35 0.09252500000000001 -0.074484999999999982 -0.057604999999999996 -0.083329999999999987 -0.083564999999999987 -0.081429999999999989 0.091025000000000009 -0.092854999999999979 -0.087384999999999977 -0.072804999999999981 0.10325000000000002 -0.097794999999999979 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 18 6 19 8 -8 17 11 -4 14 -14 -12 -13 -9 -10 -5 -6
right_child=1 -3 3 4 5 -7 7 16 9 -11 12 15 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0015605221681523303 -0.0031828052706672503 0.00064051973824253219 0.0016755829763864681 0.00069081806943575798 0.002179680958442847 -0.0019886611266845544 -0.001063213290748715 -1.3136313553125358e-05 0.0011166022818121918 0.0028834629251865214 -0.0013256690497224048 0.00062527175006173196 -0.0035416638763644086 -0.00051124183543918935 0.0014611455461106516 -0.0017295535037032581 -0.0022454631982275685 -0.00067962381588047664 0.0025391105624092466 0.00075955279684150785
leaf_weight=0.001686333189585997 0.001006807023528399 0.0011499207452985161 0.0012369111652609233 0.0010050470221820151 0.0011767213702378338 0.0011281763823837174 0.0019626538732886462 0.0011517909701068696 0.0011741231271740222 0.0011813316679942735 0.0011951094685875852 0.0012389150668505877 0.0012141952545873975 0.0017381372319121846 0.001056768409557594 0.0011577244908449174 0.0012709739572169809 0.0010242734104557449 0.001002976576427562 0.0010285611616211721
leaf_count=139 184 70 160 114 152 314 96 55 59 71 336 23 687 580 77 305 147 81 100 160
internal_value=0 -0.00114429 7.00913e-05 -4.4442e-05 0.000260097 1.5139e-05 0.000241873 -0.000120351 0.000362107 0.00118981 -0.000496081 0.000232516 -0.00100478 -0.00175755 -1.78638e-05 -0.000512254 -0.00118421 0.000279707 0.00161401 0.00151732
internal_weight=0 0.00215673 0.0236307 0.0219444 0.0131066 0.0110986 0.00997043 0.00776515 0.00534238 0.00337973 0.00883776 0.00363355 0.00520421 0.00295233 0.00225188 0.00239664 0.00242276 0.0021984 0.00200802 0.00220528
internal_count=3910 254 3656 3517 1349 1135 821 509 307 211 2168 488 1680 1267 413 328 202 140 214 312
is_linear=0
shrinkage=0.00455379


Tree=1239
num_leaves=21
num_cat=0
split_feature=2 41 2 160 403 484 156 42 16 2 150 4 15 0 2 47 3 48 43 4
split_gain=0.000126722 0.000150374 0.000138977 0.000157083 0.000225534 0.000194528 0.000156587 0.000162756 0.000192517 0.000234961 0.000180404 0.000366386 0.000174494 0.000235423 0.000192439 0.000163596 0.000142751 0.000151988 0.000247379 0.000127946
threshold=0.14808000000000002 0.078535000000000008 -0.0098549999999999974 -0.23073999999999997 0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.38486499999999996 0.10836000000000003 0.086025000000000018 0.015635000000000003 -0.11739999999999999 -0.10575999999999998 0.08400500000000001 0.092255000000000018 -0.115685 0.086870000000000017 0.0016850000000000001 -0.0037349999999999992
decision_type=2 2 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 -9 12 -12 -10 19 15 -15 -16 18 -18 -14
right_child=-2 -3 3 4 -6 6 -8 8 10 -11 11 -13 13 14 16 -17 17 -19 -20 -21
leaf_value=0.0015795514958172703 0.0015676389413388119 -0.0015359212765995388 -0.0018491432201284395 -0.0016631778631113138 -0.0020337742683397618 -0.0012417692497302317 -0.0014038186592611787 0.00081488928457388492 -0.0007315193196707401 -0.0021075311662803672 -0.0020735179154200744 0.0016419979346679946 0.0011544162036106933 -0.0017741507448457967 0.0027343549634852161 0.00083521183604646978 -0.00073903036197966944 0.0022476320084974565 0.001966676723827717 0.0032226234025207042
leaf_weight=0.0011355570408145823 0.0010281399411624639 0.0014724718309306875 0.0010395876831223163 0.0012414878208056859 0.0011121381702939711 0.0012848796628156514 0.0011753525273825996 0.0011152883104509547 0.0012082023067845138 0.0012687903281729529 0.001337181642720787 0.0010014101839428413 0.0011352345261266272 0.0010516352870915324 0.0010287047232750918 0.001022304708969024 0.0019485969972464828 0.0011526235230565618 0.00116483596417849 0.0014954098223043328
leaf_count=220 173 184 351 542 289 125 255 83 134 102 154 20 82 287 49 57 528 60 175 40
internal_value=0 -9.70714e-05 -4.63084e-06 -8.72124e-05 1.0866e-06 0.00011636 0.000236492 0.000348483 0.000476748 -0.000740403 0.000690963 -0.000482494 0.000935819 0.00113728 0.000711439 -0.000487921 0.00118122 0.000806707 0.000273262 0.0023301
internal_weight=0 0.0243917 0.0229192 0.0217837 0.0207441 0.0196319 0.0183905 0.0172151 0.0159302 0.00238408 0.0135461 0.00233859 0.0112075 0.00999935 0.0073687 0.00207394 0.00529476 0.00426606 0.00311343 0.00263064
internal_count=3910 3737 3553 3333 2982 2693 2151 1896 1771 185 1586 174 1412 1278 1156 344 812 763 703 122
is_linear=0
shrinkage=0.00464487


Tree=1240
num_leaves=31
num_cat=0
split_feature=52 133 1213 453 9 1456 1 1 0 151 52 13 13 0 43 40 48 51 43 4 4 2 42 2 0 16 15 3 4 15
split_gain=0.00104418 0.000861205 0.000763553 0.000813681 0.000926102 0.000773214 0.000739069 0.000448271 0.000541731 0.000574056 0.000543277 0.000620595 0.000428327 0.000398867 0.000753345 0.000522531 0.000732082 0.000675095 0.000374749 0.000674077 0.000510616 0.000473223 0.000439197 0.000373803 0.000430096 0.000836182 0.000562667 0.000309078 0.000309052 0.000290803
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.096095000000000014 -0.016839999999999997 -1.0000000180025095e-35 0.10113500000000002 0.09112000000000002 -0.23029999999999998 -0.083919999999999981 0.11401500000000002 -0.091229999999999992 -0.00059999999999999995 -0.017269999999999997 -0.24333999999999997 -0.012844999999999997 0.12738500000000003 0.12527000000000002 -0.083899999999999988 -1.0000000180025095e-35 -0.23071499999999998 0.091025000000000009 -0.09602999999999999 0.11260500000000001 -0.17106499999999999 -0.30307999999999996 -0.064869999999999983 -0.084129999999999996 0.27608500000000008 -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 -3 4 -4 -6 7 8 -7 -10 11 -11 -9 14 -8 -16 17 23 22 20 -20 -22 -13 24 -17 -26 -27 -24 -25 -14
right_child=1 2 3 -5 5 6 13 12 9 10 -12 18 29 -15 15 16 -18 -19 19 -21 21 -23 27 28 25 26 -28 -29 -30 -31
leaf_value=-0.0014430418786008055 -0.0013647375578355254 -0.00092932524535594969 0.0015464072862800249 -0.0012418575889411214 -0.00094646939849270175 0.00087924274595965052 -0.00068336797756207604 0.00010584424744176469 -0.00086260308494088493 0.00061061235345813241 -0.00085749775950753578 -0.00066052154418687532 -0.0014669501175366007 0.0011409050379325924 0.0013651262247149994 0.0011028326788683695 -0.00056847300224580749 -0.00072435186681907716 -0.00098167791198085588 -0.0013800029180343063 -0.0001633882638201244 0.0010421078096022444 7.9578681910880128e-05 0.00056103654669535825 -0.0011143329214653289 -0.00028348175292609282 0.0010655640089758266 0.00093010283563409006 0.001423653808866023 -0.00036625826709078276
leaf_weight=0.0012372841454861829 0.0010873828579165959 0.0019139039604485755 0.0010343505096983554 0.0011060488637752988 0.0017304026811997266 0.0016395583832968718 0.0017014187494019959 0.0014476156041212107 0.0018607798998914174 0.0044996368860630255 0.0014687507013161341 0.0010440333946550862 0.0012616713994191286 0.001427647918692653 0.0012389924903031266 0.0013231832340103722 0.0019082340680967045 0.0010150339776373593 0.0011360156341666443 0.0011798817234347746 0.0025510499842673617 0.0011201601715358223 0.0022717853146480005 0.0021380758495563867 0.0010316487284920406 0.001277144737784397 0.0017539133408774887 0.0018553947040325048 0.0018533333161663279 0.0010522753653106056
leaf_count=275 229 566 120 36 292 33 27 157 200 92 231 59 29 117 153 29 47 23 53 167 346 81 167 57 35 43 40 58 91 57
internal_value=0 -4.52533e-06 2.70505e-05 6.77914e-05 0.000100846 6.59014e-05 0.000108569 -6.29184e-05 2.65913e-05 -4.70346e-05 4.15751e-05 0.00012591 -0.000553757 0.000359479 0.000286282 0.000408131 0.000311736 0.00047336 -6.9548e-05 -0.00033287 -7.58619e-05 0.000204433 0.000235319 0.000603004 0.000337272 8.79363e-05 0.00049714 0.000461936 0.000961576 -0.000966407
internal_weight=0 0.0479293 0.0468419 0.044928 0.043822 0.0427876 0.0410572 0.0243886 0.020627 0.0189875 0.0171267 0.015658 0.00376156 0.0166686 0.015241 0.0135396 0.0123006 0.0103923 0.0111583 0.00598711 0.00480723 0.00367121 0.00517121 0.0093773 0.00538589 0.00406271 0.00303106 0.00412718 0.00399141 0.00231395
internal_count=3910 3635 3406 2840 2804 2684 2392 1730 1487 1454 1254 1023 243 662 545 518 365 318 931 647 480 427 284 295 147 118 83 225 148 86
is_linear=0
shrinkage=0.00154607


Tree=1241
num_leaves=31
num_cat=0
split_feature=52 133 453 31 1348 14 1213 1456 133 376 376 16 4 1374 2 52 48 40 51 12 151 16 43 475 51 12 151 4 16 16
split_gain=0.000994131 0.000942631 0.000948009 0.00111334 0.000979328 0.00105685 0.000834906 0.000843703 0.000733068 0.000719439 0.00079105 0.000726309 0.000774102 0.000564076 0.000577105 0.000667232 0.000652716 0.000643703 0.00050054 0.000456244 0.000448176 0.000408806 0.000434886 0.000419107 0.000427376 0.000677584 0.00037543 0.000478831 0.000710159 0.000596054
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.41476000000000007 -0.49837999999999999 0.090240000000000015 0.089910000000000004 0.28122000000000008 0.086935000000000012 0.096535000000000024 -0.40274499999999996 -0.036459999999999992 -0.044604999999999992 -0.5152199999999999 0.098320000000000005 -1.0000000180025095e-35 0.12342500000000002 0.096055000000000015 -0.082774999999999987 -0.083329999999999987 -0.17157499999999998 -0.025139999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 12 -10 14 16 17 26 19 -13 -16 -21 -22 23 -23 25 -25 -14 -28 -29 -30
right_child=1 2 -4 4 -6 -7 7 8 9 -11 -12 18 13 -15 15 -17 -18 -19 -20 20 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0013971314907226301 -0.0013625696737924347 0.0015160511771707553 -0.001244721323555362 -0.00093955715600087459 0.0014881375921429317 -0.0013137175798318913 -0.0010273996238598583 0.0012437438388249304 -0.0010152187810921428 -0.0010685738323490397 0.0013949768904830688 -3.4952869716536804e-06 0.00078725677499417296 -0.00096032842495550317 0.0012382769349754844 -0.00085982517681923486 -0.0011047570601364983 -0.00070876331232924271 0.0013243241432128253 -0.00016901272597835777 0.0013798006479287125 -0.00042929085963906829 -0.00046968066026153668 0.00099162137873799912 -6.9026883396580224e-05 -0.00013832020065295393 0.00035329292251145552 0.00019733209872231595 -0.0015006953406916041 -0.00024417847463945307
leaf_weight=0.001207187003755549 0.0011486014173269212 0.0011790303646848068 0.0013117530093893484 0.0019411733209507278 0.001027346392100891 0.0013817709674475145 0.0015314972981469435 0.0012882897825079445 0.0015808891829287427 0.0012106148629262839 0.0010833963033136653 0.0010441345184255546 0.001177733716353325 0.0011754630563558513 0.0014294586239194098 0.0011276116041584175 0.0014465328486426019 0.0012487883057445961 0.0017378696208063529 0.0031317764818079583 0.0010451024451185705 0.00102220344463655 0.0012103674245729232 0.0058329816747660947 0.0017964517742203867 0.0015415171628766489 0.0032567199311794755 0.002870055659068161 0.001601740507969119 0.0018918246578834459
leaf_count=275 229 112 36 552 46 106 270 39 69 27 28 71 139 66 141 122 121 38 22 143 17 60 29 214 40 112 215 74 323 174
internal_value=0 -5.21003e-06 2.65273e-05 6.14045e-05 2.46267e-05 -8.34121e-06 3.24449e-05 7.70686e-05 0.000118576 8.18445e-05 0.000118253 8.10393e-05 2.07727e-05 7.06956e-05 0.00010901 0.000271724 -0.000148606 0.000341606 0.00082597 0.00041872 0.000343528 0.00047247 0.000389316 0.000491316 0.000593928 0.000755426 -2.05183e-05 -0.000119407 -0.000361322 -0.00082027
internal_weight=0 0.0502727 0.0491241 0.0478123 0.0466333 0.045606 0.0442242 0.042283 0.0407515 0.0394632 0.0382526 0.0371692 0.0343872 0.0328063 0.0316309 0.0193863 0.0122446 0.0182586 0.002782 0.0170099 0.0155804 0.0124486 0.0114035 0.0101932 0.00917095 0.0073745 0.0107981 0.00962034 0.00636362 0.00349357
internal_count=3910 3635 3406 3370 3258 3212 3106 2554 2284 2245 2218 2190 2097 2028 1962 916 1046 794 93 756 615 472 455 426 366 326 925 786 571 497
is_linear=0
shrinkage=0.00151575


Tree=1242
num_leaves=31
num_cat=0
split_feature=52 133 31 160 1213 133 376 376 1 52 14 403 3 47 4 123 40 13 1374 1 48 1 14 0 1 151 16 12 0 2
split_gain=0.000925723 0.000903914 0.000813028 0.00067608 0.00072097 0.000735802 0.000683117 0.000866406 0.000658008 0.000530386 0.000974842 0.000599314 0.000525944 0.000650752 0.000632238 0.000725543 0.000647005 0.000624833 0.000491875 0.000521988 0.000814163 0.00072721 0.000540833 0.000663918 0.000358943 0.000362553 0.000485055 0.000602844 0.000497736 0.000428786
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.14000500000000002 -0.40891499999999997 0.077685000000000018 -0.082404999999999992 -0.15464999999999998 0.11603500000000001 -0.49269499999999994 1.0000000180025095e-35 0.096535000000000024 -0.26418499999999995 0.086000000000000007 0.10031000000000002 0.12675000000000003 0.09112000000000002 -0.46510999999999997 -0.10303999999999998 0.089825000000000002 -0.083559999999999982 0.0015250000000000001 0.086935000000000012 -0.080674999999999983 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 11 -11 -13 14 -14 16 17 -16 19 21 22 24 -21 -24 25 -19 27 29 -29 -27
right_child=1 2 3 4 5 6 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0013371868024809757 -0.001312849946567577 0.0011887900530911939 -0.00092551264306305135 -0.00085680959579799551 0.0011553179987909912 0.00072847715382739792 -0.0010270823223350108 0.0013554298478279767 0.00085587196813506411 -0.0011201295760444507 -0.0013587173838210528 0.00054802959551380744 -0.00108999841479483 -0.0009216045514043199 0.00080438558287449478 0.0011199973743301127 -0.0010913957383794136 -0.00069290487080350379 -0.00099854045048935721 -0.00043433293475433253 -0.00073829362100196047 -0.00080551977555916028 0.0010474158834952146 3.8675012395541457e-06 0.00077958320247841319 -0.00022407553195696186 0.00059300427106657278 -0.001375457498373993 -9.9857340820645631e-06 0.00063453597849128809
leaf_weight=0.0011326945112550826 0.001098613786488122 0.0012385007183155486 0.0016419090119456073 0.0018872047087102875 0.0012704565594461306 0.0019528757227806883 0.0012588059243432417 0.0010714210938043136 0.0019455096144709296 0.0010009397040073855 0.0011709142774116712 0.0036354626898042882 0.0010660851135621948 0.0016719006329175548 0.0021328324074487695 0.0012910513088232314 0.001101619592436264 0.0016567452625522181 0.0010391171058725659 0.0010585890586298774 0.0012893596754111059 0.0027854499447697032 0.0038638140871327664 0.0019456411627132297 0.0011857500228913418 0.0029575343856058922 0.0025359318311237722 0.001268981966494942 0.0010237166946840404 0.0021190696836264067
leaf_count=275 229 113 290 534 42 94 27 32 100 423 67 93 62 69 68 135 37 168 62 19 20 129 88 74 34 206 130 174 73 43
internal_value=0 -5.61067e-06 2.30738e-05 -6.49366e-06 2.54845e-05 6.22413e-05 3.07007e-05 6.18331e-05 2.85951e-05 -1.18914e-05 -5.01408e-05 -8.31036e-06 2.29247e-05 -3.67442e-05 1.20466e-05 5.2206e-05 2.90815e-06 4.7785e-05 -1.74686e-05 2.55632e-05 0.00032398 -0.000131154 0.000523404 0.000697922 1.61993e-05 -6.20903e-05 4.34195e-05 -0.000145704 -0.000765758 0.000134325
internal_weight=0 0.0511658 0.0500672 0.0488287 0.0471868 0.0452996 0.0440291 0.0427703 0.0416989 0.0397534 0.0378005 0.0366296 0.0356287 0.0319932 0.0303213 0.0292552 0.0279642 0.0268625 0.0247297 0.0236906 0.0081574 0.0155332 0.00686804 0.00580946 0.0127477 0.011562 0.00990523 0.0073693 0.0022927 0.0050766
internal_count=3910 3635 3406 3293 3003 2469 2427 2400 2368 2268 2174 2107 1684 1591 1522 1460 1325 1288 1220 1158 201 957 181 162 828 794 626 496 247 249
is_linear=0
shrinkage=0.00145689


Tree=1243
num_leaves=20
num_cat=0
split_feature=14 1 0 133 3 4 157 48 2 160 133 16 1 43 133 1 13 15 3
split_gain=0.000182285 0.000142519 0.000228266 0.000213637 0.000182984 0.000234712 0.000301154 0.000289505 0.00037298 0.000402748 0.0002175 0.000276623 0.00023025 0.00019485 0.000172422 0.000137742 0.00011791 0.00016028 0.000157616
threshold=0.077685000000000018 0.076710000000000014 -0.084074999999999997 0.084285000000000013 0.16699000000000003 -0.23071499999999998 -0.062769999999999979 0.11930500000000001 0.11542500000000001 -1.0000000180025095e-35 -0.0023199999999999996 -0.11180499999999999 0.094485000000000013 -0.074904999999999985 0.084285000000000013 0.10688500000000002 0.17936000000000002 0.024640000000000006 0.097615000000000021
decision_type=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 -3 -7 8 9 -8 -11 15 -13 -14 -1 -12 17 18 -4
right_child=-2 3 16 -5 -6 6 7 -9 -10 10 11 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0032698666036010513 -0.0020931478613458571 -0.002102644016429245 -0.0012111537807118721 0.0024386368975283248 0.0020073238824702081 0.0022082992876124793 -0.0024044070586887122 -0.0025838202262357794 0.0025011881438854991 -0.0016314087457719026 0.0033279493466712483 -0.0014600660276087407 -0.00062399391612958472 0.0021550924259771198 -0.00060005350412137965 0.00082119882543332204 -0.0014616845581381312 0.0014826916399744141 0.0011330579364353375
leaf_weight=0.0010410644204267702 0.0010027558377835302 0.0011715990901268727 0.0018926020403810815 0.001074636644299575 0.0012105249692954947 0.0015943957233639531 0.0016519100256866563 0.0010203459878681551 0.001436032361460283 0.0012110127869065556 0.0010830749807717605 0.0017363150681861585 0.0011308100992195591 0.001338571836544844 0.0013497107355606996 0.0010478687478183979 0.0010452208614672998 0.0018983362375180057 0.001103011547627375
leaf_count=560 126 186 372 340 168 169 198 52 124 187 55 136 69 60 435 49 75 532 17
internal_value=0 5.01327e-05 -0.00047655 0.00031273 0.000166587 1.20818e-05 0.000199067 -7.57729e-05 0.000164841 -0.000199857 0.000282639 0.000648438 -8.46488e-05 0.000882459 -0.00176263 0.00209528 4.11519e-05 0.000362119 -0.000347994
internal_weight=0 0.025037 0.00832995 0.0167071 0.0156325 0.0144219 0.0132503 0.0116559 0.0106356 0.00919956 0.00754765 0.00633664 0.0042057 0.00246938 0.00239078 0.00213094 0.00593917 0.00489395 0.00299561
internal_count=3910 3784 1991 1793 1453 1285 1099 930 878 754 556 369 265 129 995 104 996 921 389
is_linear=0
shrinkage=0.00492917


Tree=1244
num_leaves=19
num_cat=0
split_feature=124 39 484 159 50 47 43 52 42 42 0 15 3 15 12 42 1 2
split_gain=0.0001387 0.000188916 0.000172153 0.000179631 0.00017115 0.000207038 0.000219919 0.000414114 0.000218837 0.000247145 0.000263311 0.000398033 0.000253669 0.000222826 0.000178532 0.000146028 0.000134984 0.000346466
threshold=0.10385500000000002 -1.0000000180025095e-35 -0.0043499999999999988 -0.034019999999999988 0.10030500000000002 0.11896000000000002 -0.15109999999999998 0.10898500000000001 -1.0000000180025095e-35 0.085775000000000004 0.076335000000000014 1.0000000180025095e-35 -0.078669999999999976 -0.0063699999999999989 0.085185000000000025 0.085545000000000024 0.094890000000000016 0.11230000000000001
decision_type=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 15 8 -8 10 11 13 -11 14 16 -5 -10 -18
right_child=-2 2 3 4 -6 -7 7 -9 9 12 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.0019602390871802733 0.0014902750444810797 -0.001483830250582013 -0.001729074626398705 0.00048702271721090708 0.0020080063236721079 -0.0018215376789720566 -0.0014425219451858148 -0.0026073926262192241 -0.00073598142605567579 -0.0020347804525045984 0.0029009399836972859 -0.0013612995743391084 0.0006479045814635966 0.0025133703145575025 0.0022687076574856519 0.0025348615161558279 0.002429892881267355 -0.0009300942318883126
leaf_weight=0.0010833164500169959 0.0011909143628459065 0.0015452719072564782 0.0010715811620572993 0.0017366213585286996 0.0010134568431293669 0.0011098408392058437 0.0015088296547447625 0.0011793410648487648 0.0019597183513717044 0.0015536057892799882 0.0010385448400836448 0.0019171467858591917 0.0013803372371983822 0.0015347912493264325 0.0010245423239958473 0.0012360289733268637 0.0013557468059136879 0.0011994234016264316
leaf_count=72 49 608 248 164 186 86 650 245 169 424 125 144 271 110 72 86 103 98
internal_value=0 -0.000101201 -1.50057e-05 8.90172e-05 0.000182917 8.91905e-05 0.00020305 -1.25982e-05 0.000198845 0.000389879 0.000729942 0.000479182 -0.000772653 0.000977961 0.00055255 0.00133851 0.000163111 0.00085268
internal_weight=0 0.0244481 0.0233648 0.0218196 0.020748 0.0197345 0.0186247 0.015652 0.0144727 0.0129639 0.0100299 0.00899137 0.00293394 0.00707422 0.00553943 0.00297265 0.00451489 0.00255517
internal_count=3910 3861 3789 3181 2933 2747 2661 2411 2166 1516 821 696 695 552 442 250 370 201
is_linear=0
shrinkage=0.00455379


Tree=1245
num_leaves=18
num_cat=0
split_feature=1 42 159 0 4 49 49 3 403 16 52 16 42 12 16 52 3
split_gain=0.000136617 0.000196679 0.000174035 0.000150322 0.000370209 0.000304904 0.000307354 0.000307171 0.000200901 0.000173875 0.000175518 0.000182873 0.000108889 0.000137624 0.000349856 0.000203154 0.000292332
threshold=0.10398500000000001 0.091955000000000023 0.073745000000000019 0.047345000000000005 -0.49269499999999994 -0.085974999999999982 0.084840000000000013 0.090325000000000003 0.03138500000000001 -0.11180499999999999 -0.07984999999999999 -0.057604999999999996 0.097535000000000011 0.051320000000000005 -0.25582999999999995 0.12897500000000003 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 5 -5 -1 7 8 9 -7 -11 -12 13 15 -15 16 -2
right_child=2 -3 -4 4 -6 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18
leaf_value=-0.0022883505300656439 0.00094261957422861703 -0.0017494435857397946 0.0018721297630092785 -0.0012861777511889347 0.0020603915644220082 0.0010360167350974493 -0.0021822504057766976 0.0018198899081415662 0.0011915328757242578 0.00022024498492154536 -0.0030838918075935065 -0.00079142751344534596 0.0014161038417380264 0.00081468327280329999 -0.0026676872525004938 0.0018100175850596905 -0.0015513980788378857
leaf_weight=0.0013474883685411507 0.0020010250929086287 0.001562799539551519 0.0013056339977823858 0.0010092573377784575 0.0016999199942286944 0.0010172313748343965 0.0011662446839302435 0.0018034781450468884 0.0015406561166020905 0.0015519906543755603 0.0010310239545887924 0.0018862468548157575 0.0011307086497156504 0.0010883241744310546 0.0011229994766068785 0.0013473293365753314 0.001636911351795306
leaf_count=129 169 601 233 95 66 130 485 75 215 258 577 392 112 60 144 49 120
internal_value=0 -0.000276442 0.000386356 -0.000112639 0.000813685 -0.000333857 -7.04091e-05 0.000208498 -0.000205057 -0.000597232 -0.000968969 -0.00160163 0.000153402 -4.49905e-05 -0.000953805 0.000358134 -0.000179579
internal_weight=0 0.0156163 0.00963293 0.0140535 0.00270918 0.0113444 0.00999687 0.00883063 0.00702715 0.00548649 0.00446926 0.00291727 0.0083273 0.00719659 0.00221132 0.00498527 0.00363794
internal_count=3910 3023 887 2422 161 2261 2132 1647 1572 1357 1227 969 654 542 204 338 289
is_linear=0
shrinkage=0.00437696


Tree=1246
num_leaves=21
num_cat=0
split_feature=44 15 16 52 52 403 13 403 52 49 2 3 1 151 2 43 1 4 12 2
split_gain=0.000124158 0.000238604 0.000307272 0.00016592 0.000271289 0.000221198 0.000187737 0.000261306 0.000189395 0.000177443 0.000367625 0.000289007 0.000289402 0.000258283 0.00026347 0.000227838 0.000227262 0.000220033 0.000112563 0.000108947
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11807499999999999 0.40565000000000007 0.11401500000000002 0.088015000000000024 -0.45122499999999993 -1.0000000180025095e-35 0.06136500000000001 -0.045004999999999996 0.113945 -0.080884999999999985 0.085410000000000014 0.077805000000000013 0.094400000000000026 -0.074254999999999988 0.083930000000000018 0.0021050000000000005 0.084100000000000022 0.082715000000000025
decision_type=2 2 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 -8 9 13 11 16 -13 14 17 -14 -11 -9 -10 -17
right_child=-2 3 -4 -5 -6 -7 7 8 18 10 -12 12 15 -15 -16 19 -18 -19 -20 -21
leaf_value=0.0026806707924647562 -0.0015877347292741965 0.0017689749635261601 -0.00038026774875775989 0.0016442704488796155 -0.0022443339845723475 -0.0020827900698074941 -0.0023053918415754694 -0.00054846679890668045 0.0023190016148915012 -0.0030899817052852871 -0.0029404944793947922 0.0020927437598255907 0.0011553710615698656 0.0021942510849415381 -0.0018343281405046388 -0.0019724093675309823 -6.2551780180802332e-05 0.002343384567576612 0.00023507025455690215 2.1898136990782159e-06
leaf_weight=0.0015136157019256663 0.0010087989736931027 0.0012214211371167549 0.0012349580868604498 0.0010493947320393262 0.0012768973145611809 0.0010732077833681122 0.0010272033660248805 0.0011524571822938432 0.0011205329930108485 0.001051124921299741 0.0011375282636976736 0.0015038160220525844 0.0014522275413073604 0.0014193623522074095 0.0012001423439900183 0.001366015914572305 0.0010066073108372375 0.0010361656915673922 0.0010330026613311338 0.0010062690524972329
leaf_count=247 71 38 165 265 257 272 795 127 52 376 159 189 103 85 132 101 216 41 129 90
internal_value=0 4.32239e-05 0.00130536 -0.000120928 -0.00021316 -7.52548e-05 4.6236e-05 -8.11945e-05 6.63461e-05 -0.000136064 -0.000530644 -0.000159503 0.00040028 0.000563428 -0.000119632 -0.000265204 -0.00160901 0.00082063 0.00131939 -0.00113483
internal_weight=0 0.023882 0.00274857 0.0211334 0.020084 0.0188071 0.0177339 0.0165125 0.0154853 0.0133317 0.00852359 0.00738606 0.00532833 0.00480813 0.00338877 0.00382451 0.00205773 0.00218862 0.00215354 0.00237228
internal_count=3910 3839 412 3427 3162 2905 2633 2595 1800 1619 1234 1075 483 385 300 294 592 168 181 191
is_linear=0
shrinkage=0.00455379


Tree=1247
num_leaves=18
num_cat=0
split_feature=2 40 4 0 40 12 160 12 3 0 160 3 3 0 15 3 2
split_gain=0.000123017 0.0003184 0.000286833 0.000221001 0.000274532 0.000244428 0.00022982 0.000165455 0.00025548 0.000225257 0.000158833 0.000259327 0.000302269 0.00012725 0.000109732 0.000106879 0.00015859
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.49837999999999999 -0.017269999999999997 -1.0000000180025095e-35 0.08598500000000002 0.093550000000000008 0.090715000000000018 0.12046500000000002 -0.14136999999999997 0.031805000000000007 -0.078884999999999997 -0.088024999999999978 -0.083564999999999987 -0.07142999999999998 -0.074234999999999982 0.087995000000000004
decision_type=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 10 8 -3 -10 11 12 13 -6 -13 -16 -17
right_child=1 7 3 5 6 -7 -8 -9 9 -11 -12 14 -14 -15 15 16 -18
leaf_value=-0.0023459123662252679 0.0027850861222950083 0.001692520852552203 -0.0021409185188942699 0.0029971466397849655 -0.0011084209070743309 -7.0230631828457443e-05 -0.0020519218688997004 -0.0016260232261582142 -0.0015724800759949384 0.0011276815296638752 0.0013827229671818327 -0.00035206983441315553 -0.0029585302860099558 0.00085946396273102184 0.0022875215402063816 -0.00045932881033270226 0.0018952119144832534
leaf_weight=0.0012793514203028869 0.0011079350336869465 0.0020077962730407064 0.0015240141247191983 0.0010019549424271522 0.0014844965692960566 0.0012720664317633634 0.0011281946339813951 0.0010245985613804298 0.0016528273787308478 0.0011170788139778232 0.0018716294982767953 0.0018608745997701071 0.0011882115679089089 0.0013569680995062505 0.0010461112382806892 0.0014789690629937145 0.0010591730646615782
leaf_count=156 177 124 195 114 274 59 262 291 63 112 147 225 980 286 178 141 126
internal_value=0 0.000503395 -0.00022824 -6.17488e-05 -0.000279919 0.00128128 -5.25623e-05 6.77123e-05 0.000430941 -0.000483529 0.000146237 -9.8015e-05 -0.000991281 -0.000168639 0.000563048 0.00103816 0.000523227
internal_weight=0 0.00691024 0.017552 0.0162727 0.0139986 0.00227402 0.0124746 0.0058023 0.0047777 0.00276991 0.0113464 0.0094748 0.00402968 0.00284146 0.00544513 0.00358425 0.00253814
internal_count=3910 767 3143 2987 2814 173 2619 590 299 175 2357 2210 1540 560 670 445 267
is_linear=0
shrinkage=0.00464487


Tree=1248
num_leaves=20
num_cat=0
split_feature=51 1 12 43 39 16 47 160 133 131 474 15 3 4 48 2 15 15 43
split_gain=0.000116861 0.000267735 0.000178204 0.000147644 0.000263762 0.00026051 0.000328957 0.000174605 0.000328226 0.000290054 0.00014866 0.000181008 0.000402438 0.000161641 0.000339668 0.000271059 0.000101537 7.71449e-05 6.38262e-05
threshold=-0.40274499999999996 0.12730000000000002 0.11655500000000001 -0.053009999999999995 0.085220000000000004 0.081265000000000018 0.09252500000000001 0.031805000000000007 0.084285000000000013 0.08103500000000001 0.083795000000000022 -0.20388499999999996 0.10420500000000001 0.0057500000000000008 0.084500000000000006 0.085155000000000022 -0.091274999999999981 -0.074174999999999977 -0.14252999999999996
decision_type=2 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 8 9 18 11 -5 13 14 15 -13 -15 -3 -2
right_child=1 17 -4 5 -6 -7 -8 -9 -10 -11 -12 12 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.0012764060214371347 0.0005019068027634089 0.0021478328663860459 -0.0017711353658218501 -0.0014851726338484077 0.002251010267825094 -0.0017501730200850821 -0.0018309697281249386 0.0014257211802531052 -0.0022873035338298112 -0.001541098410638012 0.0016873952439340192 -0.0012320381159373537 0.0023790032418876121 0.0016479533607796691 -0.0025551855156215413 0.0013185059403836422 -0.00014163236927367784 0.00070200647371397964 0.0017866740740803708
leaf_weight=0.0011475982319435465 0.0015840100189904449 0.001026039548167601 0.00100011066589517 0.0010898533363862114 0.001114758243122127 0.001713534360118397 0.00146703238272028 0.0012871596055998857 0.0010173633350905181 0.0010019999455934681 0.0010185380603289227 0.0012921269090348112 0.001239100959701811 0.0010368313987402511 0.001091943533810924 0.0014412358957287541 0.0010367696945606797 0.0014649850483987583 0.0010522721314163977
leaf_count=145 105 227 130 81 174 245 117 255 544 285 76 518 86 87 89 415 83 93 155
internal_value=0 4.57894e-05 -0.000106428 -2.09816e-05 0.000446097 -0.000286246 -5.2102e-05 0.000107529 -0.000256915 0.000310837 0.000230133 4.97365e-05 0.000284091 -0.000155958 -0.000648782 0.000112802 0.000753187 0.00129753 0.00101472
internal_weight=0 0.0229757 0.0204846 0.0194845 0.00705756 0.012427 0.0107134 0.00594281 0.00465565 0.00363828 0.0092464 0.00822786 0.00713801 0.00589891 0.00382531 0.00273336 0.0020736 0.00249102 0.00263628
internal_count=3910 3765 3445 3315 1518 1797 1552 1344 1089 545 1435 1359 1278 1192 1022 933 170 320 260
is_linear=0
shrinkage=0.00404364


Tree=1249
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 1456 14 1213 133 376 376 1456 1 0 4 2 150 150 4 52 13 4 2 0 3 4 13 16 4 49
split_gain=0.00100821 0.000761527 0.000671404 0.000698206 0.000685151 0.000827483 0.000777842 0.000632888 0.000661916 0.000773967 0.000773168 0.000599721 0.000660932 0.000561032 0.000779208 0.000859657 0.000594876 0.000493669 0.000616671 0.000637592 0.000732115 0.000565757 0.000643438 0.00055791 0.000525691 0.000554339 0.000430846 0.000394092 0.000354993 0.00042552
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 0.088030000000000011 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 1.0000000180025095e-35 0.11235500000000002 -0.230625 -1.0000000180025095e-35 0.091525000000000009 0.084680000000000019 0.086420000000000011 -0.0037349999999999992 0.11401500000000002 -0.10023999999999998 -0.23071499999999998 0.10274500000000002 -0.06402999999999999 -0.089974999999999986 -0.083329999999999987 -0.090929999999999983 -0.010819999999999998 0.27020000000000005 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 -4 7 -7 -9 10 11 12 13 -10 17 16 -16 18 19 20 -15 22 -22 24 -23 -26 -17 -27 29 -14
right_child=1 2 3 -5 -6 6 -8 8 9 -11 -12 -13 28 14 15 26 -18 -19 -20 -21 21 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0010233741926636507 -0.0010784090440955215 -0.00099486432961162275 -0.00089825310480540384 -0.00099558987368840945 0.0009711186696203741 -0.00066301879463074329 -0.00097014129280585215 0.00096706381931964522 0.00048359860390619384 -0.0008983514011120787 0.0011407084394761085 -0.00073515938187127959 6.809823293511061e-05 0.00086439854535323528 -0.0010217463313418255 0.00045567894146700651 5.2386003442910565e-05 -0.00062131875452849257 0.00086573031580118511 -0.00075314685634272601 -0.0010357377946571462 -0.00069110878244495882 0.00018001766408910343 0.00096837850217455139 0.0007810186056717033 -0.00064220686909052349 -0.00032430707176924584 0.00031646150127010911 0.00082977633331481645 0.00093304035969071027
leaf_weight=0.0013540077368179851 0.0010335574519644277 0.001027650263967699 0.0014715827368382275 0.0010201610483875348 0.0011078137385038813 0.0017262653196800084 0.0011206968931651842 0.0012416563209445277 0.0032252539465247162 0.0012061171244854832 0.0010198311959868081 0.0013423409279569301 0.0041366316337443356 0.0018737263375214761 0.0030891525230446176 0.0019131716850724345 0.0010189855924807034 0.0012735872179510102 0.0016738379309644289 0.0012365598074914894 0.0013526408945239068 0.0011248788644992926 0.0012400193032817697 0.0012032858946806682 0.0017197734233960118 0.0011536595828698284 0.0023393186099602836 0.0014236378602876694 0.0021919704024762066 0.0010623538664731313
leaf_count=113 275 229 327 27 51 515 86 39 51 27 28 277 129 34 144 52 37 124 45 169 50 174 14 43 78 294 167 95 201 15
internal_value=0 -4.34313e-05 -2.04448e-05 1.55882e-06 2.44242e-05 2.48577e-07 3.17981e-05 5.93271e-05 9.12494e-05 6.24963e-05 9.41475e-05 6.41623e-05 9.54874e-05 6.66073e-06 -5.84193e-05 -0.000357607 -0.000755318 0.000105332 0.000171426 7.71578e-05 0.000169725 2.85185e-05 -0.000454265 0.000217447 5.07935e-05 0.000245007 2.66043e-05 -0.000112661 0.000418317 0.000244839
internal_weight=0 0.0475701 0.0465366 0.0455089 0.0444887 0.0433809 0.0419094 0.0407887 0.0390624 0.0378207 0.0366146 0.0355948 0.0342524 0.0268615 0.0236362 0.00836063 0.00410814 0.0152756 0.014002 0.0123282 0.0110916 0.0092179 0.00259266 0.00662524 0.00542195 0.00429707 0.00425249 0.0025773 0.00739096 0.00519899
internal_count=3910 3797 3522 3293 3266 3215 2888 2802 2287 2248 2221 2193 1916 1571 1520 400 181 1120 996 951 782 748 64 684 641 467 219 389 345 144
is_linear=0
shrinkage=0.00121906


Tree=1250
num_leaves=31
num_cat=0
split_feature=52 133 1213 453 1456 1 0 43 40 48 51 51 1 4 13 52 42 49 151 43 133 13 12 4 15 150 1 43 403 16
split_gain=0.000793129 0.000690288 0.00072574 0.000683713 0.000599237 0.000597078 0.000491793 0.000806286 0.000728686 0.000473926 0.000701915 0.000469625 0.000450189 0.000505236 0.000481182 0.000418652 0.000379961 0.000447322 0.000443533 0.000323024 0.00043798 0.000566453 0.000554112 0.000280993 0.000415227 0.000506914 0.000361051 0.000271465 0.000218302 0.000199902
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.096095000000000014 -1.0000000180025095e-35 0.10113500000000002 -0.017269999999999997 -0.24333999999999997 -0.012844999999999997 0.11930500000000001 0.12527000000000002 0.11975000000000001 0.11198000000000001 0.25367000000000006 -0.062819999999999987 -0.076599999999999988 -0.09602999999999999 -0.085974999999999982 0.083140000000000006 -0.15426499999999996 0.10681500000000001 -0.09547499999999999 0.086935000000000012 -0.08422499999999998 -0.0071449999999999994 0.083205000000000015 0.089825000000000002 0.070805000000000021 -0.014459999999999999 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 28 4 -4 16 7 -7 -9 10 12 -11 15 14 -14 -10 -6 18 -18 29 21 27 23 -23 25 -25 -27 -21 -3 -19
right_child=1 2 3 -5 5 6 -8 8 9 11 -12 -13 13 -15 -16 -17 17 19 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0013157265998154748 -0.0012698829663314679 -0.00049882011652528971 -0.00090686033727031324 -0.0011990701671865842 -0.0008988979797769878 -0.00074129890522490701 0.00094069130648983873 0.0012191928102094566 0.00069019435176330662 -0.0011648846438214306 -0.00084684161397961322 6.6292366232092336e-05 -0.00029848408226497896 0.001335738799569052 0.00090565219736620927 -0.00033891274402802888 -0.0010410635623108876 3.5481345304511196e-05 5.1360026310563913e-05 7.0119617998487438e-05 -0.00092124432548982898 -0.00060179490556860915 -0.00094646231376680455 -0.00069389735052203334 0.00050497455114673735 0.000789352978462721 -0.00028738460051483736 0.00087418673242194243 -0.0014003764176604352 0.00079582367697775345
leaf_weight=0.0012819974536073522 0.0011490172124448686 0.0010054876012293157 0.0017234121341523903 0.0011393388444957955 0.0014621949388806668 0.0020618342865574854 0.0013928052965136431 0.0012479519966327466 0.001185265579032091 0.0010404227723199719 0.0010151684752770507 0.0014601160776237521 0.0012542301635107833 0.0015505147047267798 0.0013524548805605718 0.002240249117217985 0.0020198741613781648 0.0015644664379021967 0.0011401563244897162 0.0018926058123827057 0.0013363207522359985 0.0017273084947877449 0.0018089174377993187 0.0022449521569636267 0.0023775833398280866 0.0011702341788506487 0.0012770912685731162 0.001457337364668021 0.0011059094553143014 0.0011966657510509293
leaf_count=275 229 287 292 36 154 27 159 188 37 31 23 27 59 112 24 78 77 84 43 67 317 100 463 187 103 76 38 25 279 13
internal_value=0 -0.000198583 -0.000170254 -0.000129354 -9.90363e-05 -6.28531e-05 0.000146116 6.93061e-05 0.000204676 9.06001e-05 0.000246653 -0.000445975 0.00039305 0.000702773 0.000326271 1.71696e-05 -0.000208468 -0.000160878 -0.000646911 -7.58044e-05 -0.000155396 -8.20649e-05 -0.000240616 -9.54763e-05 2.82275e-05 -0.000213341 0.000227477 0.000419916 -0.000971038 0.000365011
internal_weight=0 0.0445999 0.0434509 0.0413395 0.0402001 0.0384767 0.015801 0.0144082 0.0123464 0.0110984 0.00859788 0.00250054 0.00758271 0.0041572 0.00260669 0.00342551 0.0226757 0.0212135 0.00316003 0.0180535 0.0152924 0.013956 0.0106061 0.00879717 0.00706986 0.00469228 0.00244733 0.00334994 0.0021114 0.00276113
internal_count=3910 3635 3406 2840 2804 2512 765 606 579 391 333 58 310 195 83 115 1747 1593 120 1473 1376 1059 967 504 404 301 114 92 566 97
is_linear=0
shrinkage=0.00140032


Tree=1251
num_leaves=31
num_cat=0
split_feature=52 31 1213 160 1 0 43 47 48 48 51 49 49 43 15 47 14 42 49 158 0 3 457 151 42 1 1 0 13 43
split_gain=0.000814414 0.000666128 0.000513556 0.00048712 0.000380778 0.000481172 0.000448591 0.000417666 0.000349608 0.000393042 0.00063572 0.000377116 0.000456104 0.000413494 0.000494338 0.000619464 0.000572749 0.000311425 0.000554794 0.000417661 0.000353916 0.000353098 0.000319352 0.000499994 0.000363865 0.000331397 0.000442271 0.000266467 0.00057364 0.000280223
threshold=-0.51745999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 0.10113500000000002 -0.017269999999999997 -0.24333999999999997 1.0000000180025095e-35 -0.066029999999999991 0.12675000000000003 0.12900500000000004 -0.042499999999999989 0.10960000000000002 -0.074254999999999988 -0.24219999999999997 0.11170500000000001 -0.45687499999999998 -0.09602999999999999 -0.085974999999999982 0.084965000000000027 -0.083934999999999996 0.10223 0.087195000000000009 -0.024429999999999997 -0.088669999999999985 0.088495000000000018 0.085650000000000018 -0.070894999999999986 -0.083924999999999986 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 -8 11 -11 -10 13 -13 16 -16 -15 -5 20 21 -19 22 23 -20 -25 26 27 28 -26 -29
right_child=1 2 3 4 5 -7 8 -9 9 10 -12 12 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.0013930060787714152 0.0011940879789430817 -0.00088481346923294463 -0.00092285998411031412 -0.00077678332621548937 -0.0006528060661389188 0.0011420870204191728 -0.00060374265917121793 -0.00078845602571292733 0.0012022231059522965 -0.0011409103613087654 0.00051590843662471407 0.00087998145132682796 0.0012638574521679649 -0.00020351287118984876 -0.0011295425510302701 0.00040758268876699925 0.0013102973035210709 -0.0012787536243725655 0.00090050205940518592 -0.00081890430515431758 -5.6542819397119243e-05 0.00074216407865801838 -0.00054897020229316602 0.00074289187394367847 0.00035192818380030706 -0.00086810350700498948 0.00094212107010938377 0.00062469351839911785 -0.0010073696713156929 -0.00039660028027404198
leaf_weight=0.0010022068841326606 0.0010291231581065477 0.0015907705501814742 0.001282356060342881 0.0012197278272861869 0.0014775999811327276 0.0011862623764784539 0.0010455635361854574 0.0018586692315933342 0.0013252419179901088 0.00101002449255816 0.0011243964971754394 0.0014530247438656642 0.0010195036837767901 0.0013101619481830102 0.001494227735278731 0.0010091763424497913 0.0010222492620893826 0.0011513988401372632 0.0018168155991886712 0.0010291085593643881 0.0010324101880598837 0.0021846972338153145 0.0016075423461190405 0.0013889335993186886 0.0012067409194460579 0.0011052568155811571 0.0010278425464629315 0.0015422586118205572 0.0017443538648030353 0.0010291218186888633
leaf_count=275 113 587 273 153 29 118 68 220 90 43 39 102 44 39 63 28 76 69 156 148 28 34 77 55 172 185 58 39 411 118
internal_value=0 -9.32389e-06 -4.16635e-05 -5.12159e-06 2.81023e-05 0.000217127 0.000134572 -0.000102554 0.000233055 0.000314307 -0.000268111 0.000458294 0.000323396 0.000170934 -4.2114e-05 -0.000509894 0.00045996 -3.57594e-05 1.48296e-05 0.000114501 -0.000700945 0.000180053 8.15649e-05 0.000174888 2.91302e-05 -0.000100366 2.91769e-05 -0.00014074 -0.000451535 0.00021595
internal_weight=0 0.0393246 0.0382954 0.0367047 0.0354223 0.0144774 0.0132912 0.0209449 0.0118136 0.010768 0.00213442 0.00863359 0.00730834 0.00628884 0.00483582 0.0025034 0.00233241 0.0190862 0.0178665 0.0156827 0.00218381 0.0146536 0.0124689 0.0108613 0.00904451 0.00765557 0.00655032 0.00552248 0.00295109 0.00257138
internal_count=3910 3635 3522 2935 2662 739 621 1923 592 524 82 442 352 308 206 91 115 1703 1550 1453 97 1305 1271 1194 1038 983 798 740 583 157
is_linear=0
shrinkage=0.00151575


Tree=1252
num_leaves=31
num_cat=0
split_feature=1429 1213 9 4 480 133 1348 14 11 1456 3 1 47 49 42 43 15 49 124 0 15 12 3 13 47 1 39 49 15 15
split_gain=0.00068034 0.000698919 0.000602915 0.000574593 0.000604831 0.000552244 0.000482046 0.000713446 0.000690258 0.000590064 0.000502894 0.00046523 0.000881656 0.000621567 0.000539631 0.000517441 0.000379517 0.000360302 0.000351094 0.000392012 0.000511486 0.000495661 0.00039503 0.000348443 0.000411538 0.000362573 0.00095075 0.000341862 0.000275034 0.000614583
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.016839999999999997 0.50657000000000008 0.08456000000000001 -0.24354499999999998 0.088030000000000011 0.077685000000000018 0.088315000000000018 -1.0000000180025095e-35 -0.12008499999999998 0.10498500000000001 0.087850000000000025 -0.085974999999999982 -0.090359999999999982 -0.080569999999999989 -1.0000000180025095e-35 0.10960000000000002 -0.027784999999999997 -0.083424999999999985 0.085120000000000015 0.091475000000000015 0.10666500000000002 -0.060719999999999989 0.10783500000000001 0.11831500000000002 0.12990500000000002 -0.0057999999999999987 -0.089594999999999994 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 16 12 13 15 -15 -12 -11 23 -16 20 28 -21 -23 24 -13 27 -27 -25 29 -20
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 11 17 -14 14 18 -17 -18 -19 19 21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010838124201785362 -0.00085717006771567506 0.0011201947474705027 -0.001026928159817816 0.00093492209572562982 -0.0010928628177846356 -0.00094694164289655671 0.00096727018238295845 -0.0011710314422321544 -0.00091980049126402319 0.0011702151188436351 1.7934379399709493e-05 6.764070209188693e-05 -0.0011723367495003112 -0.00068286273702978281 0.00093402988875625073 -0.0013923429731411603 0.00028426159858449995 0.00093502583842843174 -9.9990304339948476e-05 -0.00096989222124441252 0.00110604287294548 -0.00038023238445411306 0.00066967037847870414 -0.00017021578532308871 0.0011836820488224822 -0.0011079297808436097 0.00066377706986494873 0.00091197415090120036 -0.00018054868874668338 0.0010758636291975381
leaf_weight=0.0012040116335294551 0.0018377599640247979 0.0010335956894521039 0.0010135726161860639 0.0013403684395829609 0.0010361632227519615 0.0010849945243195372 0.0011134489710729048 0.0010090189410003605 0.0014432480471242562 0.0014377489415160483 0.0010240860732948498 0.0014187164923948892 0.0013926055243033133 0.0015588257294192323 0.0012247427714822149 0.0011018372991324901 0.003142366230008512 0.0015756987619219842 0.002094072858549012 0.0012617823690113271 0.001388010850092769 0.0015983845194471602 0.0013474542428468794 0.0012092590294292549 0.0012842458023101244 0.001567469353079165 0.0010200502076997964 0.0011733698460147934 0.0028641670246977082 0.0015994911662726707
leaf_count=181 592 119 205 155 241 265 53 92 72 60 59 116 142 156 73 39 75 62 98 208 76 287 11 45 28 38 24 34 271 33
internal_value=0 4.72736e-06 4.30254e-05 1.54159e-05 -1.61984e-05 1.31993e-05 4.17424e-05 1.29741e-05 4.72917e-05 8.91191e-05 0.000123938 5.14558e-05 -7.95734e-05 9.61377e-06 0.00011246 -0.000712993 0.000562372 0.000312917 0.000205132 0.000131678 0.00031835 -0.000220837 0.000100003 0.000185165 0.0005979 -3.9297e-05 -0.000409489 0.000362729 0.000151626 0.000409211
internal_weight=0 0.0431966 0.0413588 0.0403252 0.0389848 0.0379487 0.0369351 0.0358216 0.0348126 0.0333694 0.0322844 0.0277043 0.0184555 0.0170629 0.0149369 0.00212592 0.00458012 0.00924881 0.0133781 0.0121534 0.00794574 0.00420762 0.00294584 0.00767311 0.00270296 0.00497015 0.00258752 0.00238263 0.00655773 0.00369356
internal_count=3910 3729 3137 3018 2863 2622 2417 2364 2272 2200 1935 1800 1453 1311 1213 98 135 347 1057 984 478 506 298 285 144 141 62 79 402 131
is_linear=0
shrinkage=0.00142833


Tree=1253
num_leaves=21
num_cat=0
split_feature=1 132 4 2 4 52 4 4 147 2 0 14 15 1 16 3 1 2 47 13
split_gain=0.00012928 0.000192928 0.000188472 0.00026372 0.00023808 0.000167202 0.000155439 0.000152969 0.000216354 0.000172093 0.000379971 0.00039904 0.000441079 0.00021765 0.000214661 0.000167828 0.000196238 0.000148213 0.000108538 6.10735e-05
threshold=0.085110000000000005 0.079995000000000011 -0.083329999999999987 0.106285 -0.49837999999999999 0.071660000000000015 -0.013929999999999998 -0.15796999999999997 0.088565000000000019 1.0000000180025095e-35 -0.14136999999999997 -0.13131999999999996 -0.11399999999999998 0.095575000000000007 -0.094359999999999986 -0.077894999999999978 0.10884000000000001 0.090050000000000005 0.13135500000000003 -0.086984999999999993
decision_type=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 -4 -2 9 13 11 -11 -13 -9 -14 -15 -17 -8 -18 -19
right_child=1 -3 6 -5 5 -7 17 8 -10 10 -12 12 14 15 -16 16 18 19 -20 -21
leaf_value=-0.0025499328441517008 -0.0017395645672304185 0.0022883521365650188 -0.0027324217832169584 0.0022753187582157729 -0.0011310325544488125 0.001551743430875426 0.00092253961034432391 -0.0027298746859544263 0.0025310957882676358 -0.0028234590018989202 0.0028069557413120945 0.0034650475944656093 -0.0019311320699989187 -0.0016818882926767271 0.00079461994078034424 0.002370381894656993 -0.0015828762143006406 -0.0005605618974904833 0.00072780575826837538 -0.0023284756697767015
leaf_weight=0.0010565699266781303 0.0011130790948343803 0.0011286889312640538 0.0013473983529373457 0.0011947139824250996 0.001100648653033609 0.0013732821534457595 0.0010484747775573178 0.0010446447850959162 0.0010020184087332637 0.0010930800014108399 0.0015737913250054025 0.0010889126687693707 0.001287530333708764 0.0012971192288291356 0.0018540212891728913 0.0010121783740912882 0.0010179840115069894 0.0010251091064515383 0.0011259615470660123 0.0010305061700525142
leaf_count=62 205 161 767 29 154 297 356 406 112 33 220 74 49 122 88 120 137 106 18 394
internal_value=0 0.000246056 -0.000520695 0.000192644 -0.000512129 0.00035818 -0.0012779 8.7196e-05 0.000238968 5.36747e-05 0.000593168 -6.12902e-05 0.000652407 -0.000623143 -0.0003225 -0.000128945 0.000509292 -0.00064653 -0.000369348 -0.00144684
internal_weight=0 0.015639 0.0091767 0.00472521 0.0035305 0.00247393 0.00445149 0.0145103 0.0133972 0.0123952 0.00689734 0.00532354 0.00423046 0.00549789 0.00314155 0.00445324 0.00315612 0.00310409 0.00214395 0.00205562
internal_count=3910 1745 2165 542 513 451 1623 1584 1379 1267 464 244 211 803 137 397 275 856 155 500
is_linear=0
shrinkage=0.00512831


Tree=1254
num_leaves=19
num_cat=0
split_feature=14 1 52 39 50 48 3 47 1 0 0 52 4 42 42 16 11 133
split_gain=0.000127585 0.000132327 0.000216648 0.000258932 0.000241159 0.000415268 0.000339303 0.000356824 0.000308143 0.000207687 0.00016909 0.000254475 0.000126236 0.000111907 0.000130632 0.000135402 0.000108039 4.62207e-05
threshold=0.073890000000000011 0.077800000000000022 -0.37613999999999997 0.084535000000000013 0.10625000000000001 0.11930500000000001 -0.10315499999999998 0.09252500000000001 0.11198000000000001 -0.084074999999999997 -0.084154999999999994 -0.066329999999999986 -0.0010999999999999996 -1.0000000180025095e-35 0.084100000000000022 0.15100500000000003 0.080455000000000013 0.085625000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 6 16 8 10 17 11 -8 -13 -11 15 -15 -4 -1
right_child=-2 2 3 -5 -6 -7 7 -9 -10 13 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0018636041594613769 -0.0013320162823233404 -0.0012694464946867308 0.0027859722985891333 0.0018152253906689485 -0.0014320857479111944 -0.0017831202728449079 -0.00060181944792836212 -0.0014839498781886833 0.0022846534233444508 -0.00094348385938165899 -0.0011450205714684 0.0022585751683380129 0.00058313206910871873 0.0018753956802432369 -0.00048395322802162141 9.3421985079347871e-05 0.001073451963548488 -0.0007573489932726278
leaf_weight=0.001206699955180383 0.0010388726055153832 0.0012754266584384952 0.001099721490936738 0.0015978187127037172 0.0012076617368488316 0.0011804599433240534 0.0017090878144214727 0.0014244275480428392 0.0012963409015928351 0.001334646664750804 0.0010638201164304062 0.0011162149253287623 0.0015731406826402549 0.0011042015749809248 0.0017311706275858485 0.0014092606760840454 0.0010413637629138606 0.0010051270677595842
leaf_count=625 135 189 92 332 199 53 78 117 165 442 333 64 94 54 472 30 67 369
internal_value=0 3.26672e-05 0.000235363 0.000369483 0.000187766 0.000357806 0.000602599 0.000249254 0.00061454 -0.000372809 0.000218178 0.000547885 0.00127852 1.88999e-05 0.000321504 0.00087627 0.00195305 -0.00136089
internal_weight=0 0.0233766 0.0155855 0.0143101 0.0127122 0.0115046 0.0103241 0.00818303 0.0067586 0.00779111 0.00546226 0.00439844 0.00268936 0.00557928 0.00424463 0.00251346 0.00214109 0.00221183
internal_count=3910 3775 1783 1594 1262 1063 1010 851 734 1992 569 236 158 998 556 84 159 994
is_linear=0
shrinkage=0.00381041


Tree=1255
num_leaves=31
num_cat=0
split_feature=9 156 151 1348 4 11 150 1456 148 1213 50 50 1 3 2 12 39 42 133 2 156 1373 403 16 151 1375 1 0 1 49
split_gain=0.00124832 0.000895604 0.000715622 0.00120071 0.000916546 0.000908887 0.000808313 0.000800048 0.000756944 0.000798745 0.000869432 0.000662824 0.000708098 0.000591299 0.000937995 0.000525062 0.000657437 0.0009641 0.000758433 0.00063214 0.00067232 0.000539243 0.000577596 0.000636916 0.00134092 0.000954119 0.00113816 0.000799073 0.000637184 0.00061707
threshold=-0.016839999999999997 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.27020000000000005 0.080455000000000013 -0.097334999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082704999999999987 0.10030500000000002 0.11901000000000002 0.11215000000000001 0.11818000000000002 0.099675000000000014 -0.12394999999999999 0.16168500000000002 -0.11403999999999999 -0.10260499999999999 -1.0000000180025095e-35 0.091280000000000014 0.089210000000000025 -0.092224999999999988 -0.094359999999999986 -0.083919999999999981 -0.089714999999999975 0.076710000000000014 -0.11991499999999998 0.089605000000000018 -0.12164499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 15 12 13 14 -6 -11 17 -17 -19 -20 21 22 -21 25 28 -24 -27 -28 -25 -26
right_child=1 2 3 -5 11 -7 7 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 19 20 -22 -23 23 24 29 26 27 -29 -30 -31
leaf_value=0.001173265637113233 -0.0013729372713345593 -0.0013436478722978007 0.00060206973706255487 0.0012895471934081149 -0.00062961070382599267 -0.0012329583426940215 -0.0013268708155314971 -0.0013729439276534406 -0.0013715283619384028 -0.0010710728176097175 0.00061993576987435953 -0.00078607161094632256 0.00091288078689544857 -0.00088838027964458887 0.0010765532878950371 -0.0011857170721174628 0.00087313514729938518 -0.0010616667331409086 -0.0010737227601644093 -0.00095016735675208233 -0.00090468927680715616 -0.0009427187483823312 -0.0013494344599324574 -0.0013730197819221697 -0.00059686796179670798 -0.00068434379982088662 0.00099134499829405887 -0.00016662507733118675 1.4632300989985606e-05 0.00043448370775615717
leaf_weight=0.0011893614443783109 0.001302858729184119 0.0010518729660784478 0.0019669776254955798 0.0010007998828527312 0.0010604362217669907 0.0018795544727221438 0.0013783965843218162 0.0011283578864611501 0.0011322694417508208 0.0014178152899191323 0.002288694318623107 0.0010487713379916386 0.0027639139855193395 0.0010334646014911186 0.0014212814264498164 0.0019630913229564664 0.0010091225631185799 0.0018041623790977504 0.001327960871794427 0.0011873474875914161 0.0018646913407738266 0.0012307268231879212 0.0013043588652266189 0.0013629515511954784 0.0011922601504323902 0.0033819071646797698 0.0020891012206334381 0.0024291715055682062 0.0011498190221068683 0.013184741110715457
leaf_count=121 197 65 45 42 35 145 314 315 25 34 256 14 241 15 62 108 20 248 74 347 173 23 19 88 34 96 24 44 45 641
internal_value=0 -0.000247469 -0.000221769 -0.000200697 -0.000227813 -0.000297294 -0.000258891 -0.000297532 -0.000264107 -0.000233758 -0.000201773 0.000224216 0.000392961 -1.58417e-05 0.000347511 -0.000251395 -0.000219539 -0.000250624 -0.000195843 -0.000146573 -0.000106042 -5.38112e-05 -1.37109e-05 2.88999e-05 0.000187237 -0.00026164 -8.20397e-05 0.000368782 -0.000738044 0.000348955
internal_weight=0 0.0583569 0.057054 0.0560021 0.0550013 0.0476735 0.0457939 0.0438269 0.0424486 0.0413163 0.0401879 0.00732787 0.0062791 0.00351518 0.00248172 0.0378992 0.0364814 0.0354723 0.0335092 0.031705 0.0303771 0.0285124 0.0272817 0.0260943 0.0168898 0.00920454 0.00790018 0.00451827 0.00251277 0.014377
internal_count=3910 3789 3592 3527 3485 3118 2973 2928 2614 2589 2274 367 353 112 97 2018 1984 1964 1856 1608 1534 1361 1338 991 808 183 164 68 133 675
is_linear=0
shrinkage=0.00137286


Tree=1256
num_leaves=31
num_cat=0
split_feature=31 52 133 1213 1456 375 1365 133 2 123 43 1374 0 1 43 1186 42 52 1 48 49 12 4 52 484 48 51 1 2 43
split_gain=0.00110338 0.00104291 0.000930957 0.000832055 0.000864195 0.000846754 0.000876703 0.000724064 0.000605035 0.000926867 0.00079458 0.000708184 0.000815706 0.000596367 0.000706594 0.000676533 0.000873321 0.000626343 0.000520886 0.000512193 0.0005258 0.00057262 0.00049416 0.000448857 0.00043829 0.000506761 0.00124299 0.000950242 0.000533888 0.000664208
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087245000000000017 1.0000000180025095e-35 -0.17468499999999998 0.099015000000000006 0.083905000000000021 0.15364000000000003 -0.094679999999999986 -0.23029999999999998 0.10786000000000001 -0.17307499999999998 0.085080000000000003 -1.0000000180025095e-35 -0.11051499999999999 0.088135000000000005 -0.086624999999999994 -0.12164499999999999 -0.10674499999999999 -0.0017649999999999999 0.085265000000000021 0.097755000000000022 0.12649500000000002 0.13741000000000003 0.10420500000000001 0.10393500000000001 -0.08921999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 22 6 7 -6 11 10 19 -9 -13 14 -14 16 -16 -18 23 -10 -21 -22 -5 -19 25 27 -27 28 -23 -30
right_child=1 2 3 4 5 -7 -8 8 9 -11 -12 12 13 -15 15 -17 17 18 -20 20 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0010894593391418809 -0.0011900662150323496 -0.001140125409885724 -0.00079358551252923983 -0.0012937708929725694 0.0010343289506639271 -0.0011209591443269368 -0.00088833773665020449 -0.00092141465442068492 -0.00062604260902157302 0.0012113581439475744 0.0011856490976757184 0.00076438286380448039 0.0003857662623190474 0.0003151242638223114 -0.0011544301773748855 0.00068786585326227883 -0.0012081520969625913 0.00017904004191694861 -0.00060500155671156159 -0.00056418143808971107 -0.00069499902144882011 0.00060908055056386795 -8.4530005496093928e-05 -0.00059368271861535765 -0.00043556920064565717 -0.0011343909548153794 0.00075195805136616192 0.00093432652500600349 0.00039872141633743891 -0.00088383845800736323
leaf_weight=0.0014249032025552824 0.0013418700220630955 0.0012502150939052705 0.0021856119310668656 0.0012729301441196661 0.0013771887572673327 0.0010033009879579771 0.00151913986790042 0.0014521949896106881 0.0014810277173182814 0.00156125963336362 0.0012104820291476406 0.0021793007789820884 0.0031214130822827492 0.0053931243686842203 0.0020175406281567323 0.0010973324530583204 0.0010123971665838552 0.0064246737044080376 0.0029934290468709443 0.0014772580996833514 0.0010029872293699773 0.0020973932462640191 0.0010178036139898419 0.0015644476017002695 0.0011721773148298817 0.0011153712810738634 0.0012285897271269164 0.0047719701125448211 0.0013146106392483165 0.0013906213470074019
leaf_count=113 275 229 566 174 42 31 68 53 28 139 11 34 110 125 286 39 92 360 251 49 41 77 118 198 28 24 18 183 41 107
internal_value=0 -6.2829e-05 -3.61544e-05 -1.1266e-05 2.08318e-05 5.57604e-05 7.93839e-05 0.000109722 8.26754e-05 0.000254639 0.000172849 -4.23974e-05 7.07254e-06 -6.27879e-05 -0.000174581 -0.000290339 -0.000366943 -0.000234488 -0.000144733 0.000100953 0.000170101 0.000247066 -0.000756489 2.77237e-05 0.000319245 0.00039348 -0.000145659 0.000525467 0.000119218 -0.000260577
internal_weight=0 0.0580477 0.0567058 0.0554556 0.05327 0.0509792 0.0499759 0.0484568 0.0470796 0.0198237 0.0182625 0.0272559 0.0258037 0.0236244 0.0182312 0.0151098 0.0140125 0.0119949 0.0109826 0.017052 0.015571 0.0140937 0.00229073 0.00798912 0.0130907 0.0119186 0.00234396 0.0095746 0.00480263 0.00270523
internal_count=3910 3797 3522 3293 2727 2435 2404 2336 2294 746 607 1548 1495 1461 1336 1226 1187 901 809 596 568 519 292 558 478 450 42 408 225 148
is_linear=0
shrinkage=0.00129368


Tree=1257
num_leaves=31
num_cat=0
split_feature=31 52 133 457 1456 453 1 42 158 49 151 47 1213 43 0 52 43 2 15 15 43 0 51 0 14 4 3 15 15 49
split_gain=0.00118923 0.000967801 0.000895826 0.000781969 0.000736037 0.000770118 0.000911135 0.000478377 0.00071657 0.000644164 0.000748881 0.000733298 0.000571011 0.000433149 0.000678979 0.000925463 0.000608395 0.000403044 0.000516909 0.000950708 0.000707797 0.000407969 0.000574113 0.000590191 0.000769281 0.000384927 0.00038096 0.00047917 0.00143544 0.000370141
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.51789000000000007 -1.0000000180025095e-35 0.10097500000000002 0.10386500000000001 -0.09602999999999999 0.084965000000000027 -0.085974999999999982 0.083140000000000006 0.086425000000000016 -1.0000000180025095e-35 -0.15648499999999999 -0.083424999999999985 -0.030179999999999995 0.088185000000000013 0.14472000000000004 0.035895000000000003 -0.017214999999999998 -0.093039999999999984 -0.075584999999999986 0.11975000000000001 -0.13870499999999999 -0.24487499999999998 -0.0058549999999999991 0.099570000000000006 -0.089594999999999994 -0.008624999999999999 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 25 6 7 -6 9 10 -9 12 -11 -14 26 -16 -17 18 19 20 -8 22 23 24 -22 -4 27 29 -29 -15
right_child=1 2 3 -5 5 -7 17 8 -10 11 -12 -13 13 14 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011967001995682256 -0.001258275224665922 -0.0012411957796549537 -0.001400404122572011 -0.0011975720713495585 -0.00082357093028564217 -0.0011387762572955078 -0.00058091995736767911 -0.0010605111053500582 -0.0011744418611258937 -0.00068303657545186621 0.00026063546445790524 -0.00081528555814839893 0.00072861509070284308 0.0011006167900883682 0.00055318662579410089 -0.0010529062187555178 2.5390503825425687e-05 0.0011133947442692718 -0.00043999844142474971 0.0012490774878847 -0.00028318279444202398 0.00078738573621978168 -0.00069756441815059566 -0.00035937085183411358 0.0010664226871782952 -0.0001826489773591454 0.0011845312820799316 -0.0013375873761625667 0.00039718882023792118 0.0002282764769620492
leaf_weight=0.0015101101217345194 0.0012971193793920302 0.001175993179629852 0.0010365897151758396 0.0010543486188225861 0.0015485985097716251 0.0010314355406819678 0.0018289996597606892 0.0021187343928437121 0.0010204619076351609 0.0014097404822475115 0.0013954426038278456 0.0015672479106043071 0.003007346554856123 0.0019036970020280819 0.0020704926137353752 0.0023960674554103353 0.0017944535896137204 0.0012396788656818805 0.0017205142143481575 0.0020685005389751163 0.0011889085217262636 0.0031068308071842115 0.0012147841703153972 0.0015691423660633141 0.002729565651726773 0.0010000410219235248 0.0010195290159842338 0.0011979519246924043 0.0042659158620788045 0.0019114448985182398
leaf_count=113 275 229 195 17 209 27 47 77 132 411 46 153 78 29 115 433 25 139 51 46 10 150 14 59 122 134 20 184 245 125
internal_value=0 -6.39222e-05 -3.33007e-05 -4.55565e-06 2.14535e-05 5.76753e-05 8.49209e-05 -6.66223e-05 -2.33331e-05 2.17456e-05 -0.000535898 0.000108672 0.000177704 0.000239718 0.000150931 -0.00021273 -0.000591161 0.000345212 0.000283483 0.000374297 0.000218819 0.000367936 0.000173505 0.000366332 0.000656937 -0.000802453 0.000372019 0.000282744 1.68395e-05 0.000663561
internal_weight=0 0.0518896 0.0505925 0.0494165 0.0483621 0.0463255 0.045294 0.0286271 0.0270785 0.0260581 0.00351418 0.0225439 0.0209766 0.0195669 0.0165596 0.00626101 0.00419052 0.0166669 0.0154272 0.0137067 0.0116382 0.00980923 0.0067024 0.00548762 0.00391847 0.00203663 0.0102985 0.00927901 0.00546387 0.00381514
internal_count=3910 3797 3522 3293 3276 2947 2920 2282 2073 1941 123 1818 1665 1254 1176 573 458 638 499 448 402 355 205 191 132 329 603 583 429 154
is_linear=0
shrinkage=0.00140032


Tree=1258
num_leaves=20
num_cat=0
split_feature=128 41 2 48 457 484 1 1374 150 42 43 3 14 0 0 51 15 0 48
split_gain=0.000133532 0.000158797 0.000135557 0.000184188 0.000177101 0.000195751 0.000170724 0.000182071 0.000207315 0.000171745 0.000228999 0.00026494 0.000168265 0.000210965 0.000159283 0.000139218 0.000290746 0.000328759 0.000120436
threshold=0.086435000000000012 0.078535000000000008 -0.0098549999999999974 -0.086624999999999994 -0.067474999999999993 -0.0043499999999999988 0.076710000000000014 -0.095439999999999983 0.077110000000000012 -1.0000000180025095e-35 -0.077544999999999989 0.097615000000000021 -0.13131999999999996 -0.13027499999999997 -0.074249999999999997 0.077145000000000005 -0.064869999999999983 -0.053834999999999994 0.083775000000000002
decision_type=2 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 12 -7 14 -12 -9 18 -11 16 -15 -18 -14
right_child=-2 -3 3 4 5 6 7 8 -10 10 11 -13 13 15 -16 -17 17 -19 -20
leaf_value=0.0015799184541032212 -0.0015089027315778997 -0.0013514746050405421 -0.001585818788222673 -0.0015189465199303316 -0.0014291786930084257 -0.0014137465685791898 -0.00085023319920855345 -0.00087609836156726014 0.0024376475654038872 2.5456591080329103e-05 -0.0017954001349091457 0.0006363080570484978 0.0029782925104044041 -0.0016912831251163453 0.0021473793106529071 0.0017734788247241817 0.0019467207626238723 -0.00090162422228292434 0.00099224007322440866
leaf_weight=0.0010584194254905357 0.0010476260960421693 0.0013970639669694798 0.001169607655003623 0.001090874481945169 0.0011914254823284778 0.0015484394880021504 0.001252402834767353 0.0011550882365292678 0.0012718895788220172 0.0012168749413989099 0.0015919893232757155 0.001580026481556196 0.0010485518821825041 0.0012074985437433867 0.0012897107274509861 0.0010327786099981751 0.0017204971099278338 0.0012298699867032631 0.0011151135730644857
leaf_count=215 266 184 83 251 446 590 36 86 170 225 494 25 85 134 69 86 271 137 57
internal_value=0 2.5277e-05 0.000109744 3.80782e-05 0.000130534 0.000223037 0.000330836 0.000660051 0.000853429 -0.000171785 0.000166872 -0.000584131 0.000616638 0.000851092 0.00111725 0.000391057 4.76747e-05 0.000759379 0.00195472
internal_weight=0 0.0241681 0.0227711 0.0217126 0.020543 0.0194522 0.0182607 0.0110337 0.00978129 0.00722704 0.0056786 0.00317202 0.0085094 0.00735431 0.00250659 0.00519064 0.00415787 0.00295037 0.00216367
internal_count=3910 3644 3460 3245 3162 2911 2465 1062 1026 1403 813 519 856 770 294 628 542 408 142
is_linear=0
shrinkage=0.004207


Tree=1259
num_leaves=31
num_cat=0
split_feature=156 9 133 1213 133 453 1348 14 1456 376 376 1 11 3 42 49 151 2 156 15 3 1374 52 3 43 12 43 0 0 43
split_gain=0.00106627 0.000846119 0.000769639 0.000764772 0.000712893 0.000650751 0.00107568 0.00109026 0.000947252 0.000730703 0.000851346 0.000642452 0.000591826 0.000546813 0.000705913 0.000884481 0.000742818 0.000616227 0.000639338 0.000560287 0.000534968 0.000580997 0.000511411 0.000551469 0.000533914 0.00128906 0.000513626 0.000455051 0.000515651 0.000446476
threshold=-1.0000000180025095e-35 -0.016839999999999997 -0.26719999999999994 -0.082704999999999987 -0.17468499999999998 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.11605500000000001 0.088415000000000007 0.11235500000000002 0.088160000000000002 -0.115685 -0.09602999999999999 -0.091004999999999989 0.083140000000000006 -1.0000000180025095e-35 0.091280000000000014 -1.0000000180025095e-35 -0.089974999999999986 -0.094679999999999986 0.11401500000000002 0.092005000000000017 -0.074254999999999988 0.086935000000000012 0.0016850000000000001 -0.017269999999999997 -0.053834999999999994 -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 -4 -5 6 7 8 -6 10 11 12 13 19 -15 16 -16 -17 20 -10 -19 -22 23 24 29 26 -26 28 -13 -23
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12 27 -14 14 15 17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013729205775225239 0.0010867618915323873 -0.0011407531463073154 -0.0011645630940048427 0.0010032141201104597 -0.001008595625808436 -0.001108552318601404 0.0013497516670508988 -0.0012223158444601403 0.0012068742018677043 -0.00099797875459240013 0.0012432028218083767 0.00041522467016285751 -0.00095498794641948187 -0.0011161956080592552 -0.001372470757813393 -0.00081154106116041727 0.00012553191881748264 -0.00057314995033269775 -0.00088539514005103541 0.00015532375562041006 -0.00051188216872644294 0.0003263976945195639 -0.00036735507577672299 0.00086401596461723254 2.2782230112202615e-05 -0.0013729293044967969 0.0011178420733835134 0.0012234773474762053 -0.00056455915981748679 0.0012933786314190271
leaf_weight=0.0011008762313777778 0.0012983600337932435 0.0011604616273196968 0.0010584872115251267 0.0013380976880537068 0.001639155306475403 0.0010000804505523311 0.0011039625633819652 0.0013823877615530824 0.0012329953935190652 0.0012076278005936905 0.0011633423469232787 0.0065780008842721838 0.0012764185629805516 0.0011956689241272569 0.0015972957643679555 0.0014316566024099508 0.0010237725207602466 0.00161454254961478 0.0011214059872459705 0.0042357431376203068 0.0016825668178412903 0.0030810934826923653 0.0017192549062354798 0.003889969962031615 0.0031612755849238826 0.0010872824283904015 0.0010841304638482541 0.0010595478965764737 0.001196548796352559 0.001271262199893374
leaf_count=197 121 232 345 45 266 27 44 97 58 27 28 237 62 136 54 72 40 173 126 97 50 315 228 67 159 381 28 76 74 48
internal_value=0 -7.81959e-06 -3.53647e-05 -9.92999e-06 1.48227e-05 -1.27095e-05 1.05898e-05 -2.15959e-05 1.5662e-05 5.47872e-05 8.52725e-05 5.20447e-05 -3.91797e-05 -7.65058e-07 -8.69055e-05 -3.51207e-05 -0.00078736 5.8127e-05 0.000121287 0.000392409 0.000182009 0.000253827 0.000338065 0.000427405 0.000252041 -3.91649e-05 0.000302423 0.000379457 0.00026443 0.000608839
internal_weight=0 0.0528924 0.051594 0.0504336 0.0493751 0.048037 0.0470369 0.0459329 0.0445506 0.0429114 0.0417038 0.0405404 0.0317063 0.0304299 0.0249612 0.0237655 0.00262107 0.0211444 0.0197128 0.00546874 0.0185914 0.0169768 0.0152943 0.013575 0.00968504 0.00533269 0.00424541 0.0088341 0.00777455 0.00435236
internal_count=3910 3713 3592 3360 3015 2970 2943 2899 2802 2536 2509 2481 2094 2032 1877 1741 94 1647 1575 155 1449 1276 1226 998 931 568 187 387 311 363
is_linear=0
shrinkage=0.00137286


Tree=1260
num_leaves=31
num_cat=0
split_feature=156 401 453 31 1348 14 1456 133 4 11 3 38 3 156 1374 13 2 1 42 0 1374 0 40 133 0 51 12 13 160 52
split_gain=0.00102611 0.000982013 0.000861833 0.00110384 0.00107881 0.00122411 0.00106477 0.000735077 0.000613204 0.000958642 0.000707737 0.000860798 0.00106533 0.00068166 0.000655776 0.000630175 0.000553617 0.000522377 0.00106229 0.000934456 0.000756047 0.000712819 0.00127543 0.000685487 0.000521816 0.000475194 0.000465842 0.000499482 0.000427775 0.000509093
threshold=-1.0000000180025095e-35 0.10072000000000002 0.096095000000000014 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 0.27020000000000005 0.080455000000000013 -0.14539499999999997 0.10777500000000002 0.30601500000000009 0.091280000000000014 0.086000000000000007 0.15641500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.089744999999999978 -0.084074999999999997 -0.095439999999999983 -0.053834999999999994 0.0057300000000000007 0.086895000000000014 -0.230625 -0.09021499999999999 0.098845000000000016 0.0015650000000000002 -1.0000000180025095e-35 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 15 12 13 14 16 -9 -12 18 -18 23 -19 24 -23 -20 -22 -26 27 -21 -27 -30
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leaf_weight=0.0010708145358968571 0.0011409626046376955 0.0010344642480071822 0.0012376962536251304 0.0016871988301938581 0.0010987702868008311 0.001548929500036599 0.0010963599474052557 0.0015376210417627966 0.0062884769288350508 0.0013477114693074546 0.0013653580973595958 0.0010497880784647853 0.0010993662487575042 0.0013367243068842507 0.0010290741010221529 0.0012557817947822514 0.0011117479143999418 0.0017254851766210768 0.0019725869902088447 0.0034600408774338167 0.0012456326512619862 0.0015063369335237562 0.0010766752675408497 0.0014478247977405267 0.0017989824600022084 0.0017361051509863241 0.0020608559842250074 0.0022757864921061355 0.00574241122758745 0.0010572345117054738
leaf_count=197 111 193 36 304 44 110 214 28 342 95 70 29 61 180 61 19 216 26 359 305 10 60 4 198 31 111 115 42 313 26
internal_value=0 -1.62345e-05 1.10038e-05 3.9529e-05 7.80417e-06 -2.36711e-05 1.72355e-05 5.84414e-05 8.68899e-05 1.89173e-05 6.21426e-05 5.5183e-06 4.59656e-05 -1.60485e-06 4.19922e-05 0.000753333 8.09828e-05 0.000123963 -9.66558e-05 3.53372e-05 0.000295151 0.000403901 -0.00027457 -0.000587081 0.000555234 0.000449973 0.000308392 0.000517667 0.000309366 0.000470936
internal_weight=0 0.053372 0.0523375 0.0510998 0.0499589 0.0488601 0.0473112 0.045624 0.0445276 0.0382391 0.0368914 0.034098 0.0330482 0.0319489 0.0306121 0.0027934 0.0295831 0.0282177 0.0123288 0.0112171 0.0158889 0.0141634 0.00258301 0.00342041 0.0115804 0.0103347 0.00779668 0.00573583 0.00853575 0.00679965
internal_count=3910 3713 3520 3484 3373 3329 3219 2915 2701 2359 2264 2217 2188 2127 1947 47 1886 1816 1235 1019 581 555 64 557 491 481 462 347 450 339
is_linear=0
shrinkage=0.00142833


Tree=1261
num_leaves=31
num_cat=0
split_feature=9 156 1456 133 453 1 43 40 156 4 483 14 3 47 484 51 403 3 3 2 1 52 16 16 3 12 13 12 51 52
split_gain=0.00129608 0.000992946 0.000676759 0.000671636 0.000700174 0.00082011 0.000585861 0.000716499 0.000540375 0.000596603 0.000894786 0.000475571 0.000614259 0.00105018 0.00056889 0.000642133 0.0005819 0.000533135 0.000544657 0.000466787 0.000839108 0.000633948 0.000459218 0.000557174 0.00044077 0.000566089 0.000434536 0.000421797 0.000595336 0.0004193
threshold=-0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 0.10097500000000002 0.10113500000000002 -0.24333999999999997 -0.012844999999999997 0.11837500000000002 0.50657000000000008 0.086150000000000018 0.073890000000000011 -0.115685 1.0000000180025095e-35 0.085815000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.089974999999999986 -0.088024999999999978 0.086915000000000006 0.088495000000000018 0.11401500000000002 -0.19424999999999998 -0.072359999999999994 0.12046500000000002 0.097510000000000013 0.15641500000000003 0.10214500000000001 0.08955500000000001 -0.089799999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -8 9 10 22 12 26 14 15 -14 -17 -18 -19 20 -20 27 -9 -24 25 -25 -5 28 29 -21
right_child=1 2 3 4 -6 6 7 8 -10 -11 -12 -13 13 -15 -16 16 17 18 19 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011787690951507957 -0.0013460021296065057 -0.00081085019328447523 -0.0010244580125413135 0.00060769237501123133 -0.0010850918047227447 -0.00031648521885947056 0.0012296713124694976 7.2487748452683782e-06 -0.00065869253422355071 0.0013460833499157414 -0.00095077152871236165 -0.00096104902553361792 -0.0010539166386630792 -0.0011466157662502663 0.00057731927005617953 -0.00098582313513962349 -0.00071707180445710998 0.0010014140384218947 3.3556813296348455e-05 -8.4410098136117823e-06 -0.0013115362395766453 -0.00073486807075912681 0.0012587387534592877 0.000930983230965008 -0.00024933058957482714 -0.0002366299557334161 -0.0002704007196498071 -0.0004602877231567833 -0.0002828576127306663 0.00085898201285365856
leaf_weight=0.0015772333353445403 0.00106488131088489 0.0019478777663998739 0.0011366360246677911 0.0036571577189903259 0.0010123269477730892 0.0026351603524190628 0.0015774790217257815 0.0039133672351452401 0.0010440986804525218 0.0010007948252377394 0.0010055056008297933 0.0011049990791467392 0.0013148250080547976 0.0017844596451279662 0.0021951982705070696 0.0011911469113847764 0.001728058631878404 0.0010628093650151176 0.0026523751606335752 0.0013497757484870442 0.0012296850319017949 0.0012384977868251665 0.0016797004331898817 0.0027618730735028355 0.0014975127278233913 0.0010337625618461743 0.0014163140611038738 0.0011409649882238027 0.0016570661541734921 0.0040047419888709114
leaf_count=121 197 327 226 86 27 32 181 137 71 82 35 82 281 162 161 695 122 34 136 36 107 93 51 76 33 49 49 40 52 129
internal_value=0 -5.96819e-05 -3.28099e-05 -1.89739e-06 2.23725e-05 4.62885e-05 0.000270266 0.00036993 0.000272616 0.000348038 0.000264043 -9.52118e-05 -6.05759e-05 -0.000155779 -7.06307e-05 -0.000147226 -7.81375e-05 -1.08324e-05 7.4298e-05 6.1644e-08 -0.000392516 0.000162345 0.00037625 0.000583344 0.000369017 0.000612977 0.000362563 0.000298645 0.000422143 0.000640321
internal_weight=0 0.0520391 0.0509742 0.0490263 0.0478897 0.0468773 0.0181493 0.0155141 0.0139366 0.0128925 0.0118917 0.0287281 0.0276231 0.0225496 0.0207651 0.0185699 0.0172551 0.016064 0.0143359 0.0132731 0.00388206 0.00939105 0.0108862 0.00697285 0.00529315 0.00379564 0.00507347 0.00815255 0.00701158 0.00535452
internal_count=3910 3789 3592 3265 3039 3012 747 715 534 463 381 2265 2183 2048 1886 1725 1444 749 627 593 243 350 346 209 158 125 135 257 217 165
is_linear=0
shrinkage=0.00134594


Tree=1262
num_leaves=20
num_cat=0
split_feature=1 42 2 51 43 49 15 16 0 52 49 4 42 48 3 160 43 16 16
split_gain=0.000132434 0.000194138 0.000160495 0.000212142 0.00018645 0.000254235 0.000208573 0.000163451 0.000152807 0.000296088 0.000312627 0.00028408 0.000177855 0.00016285 0.000207841 0.000265248 0.0002073 0.000185966 0.000111188
threshold=0.10398500000000001 0.091955000000000023 0.14073000000000005 0.12342500000000002 -0.075819999999999985 -0.042499999999999989 -0.24219999999999997 -0.27337499999999998 0.047345000000000005 -0.11712499999999999 -0.085974999999999982 -0.49269499999999994 -1.0000000180025095e-35 0.092150000000000024 0.090325000000000003 -1.0000000180025095e-35 -0.077544999999999989 -0.087089999999999987 0.15737500000000001
decision_type=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 18 -6 -7 -8 9 -1 -11 -10 -12 14 15 -14 -17 -18 -2
right_child=2 -3 -4 -5 5 6 7 -9 11 10 12 -13 13 -15 -16 16 17 -19 -20
leaf_value=-0.0023295354091316836 0.00018991010168811258 -0.0015956236601016704 0.0018313182399684474 -0.0015628510912139219 0.002558293694459006 0.0015935086257099424 -0.0015856026518760911 0.00044137586786730865 -0.00093627068970352032 -0.0019684517305057075 -0.0010458127238596783 0.0017407402731592289 -0.0011615509130915328 -0.0010364105326470256 0.0020736257328775212 0.002350668779957015 0.0012388528303729947 -0.00091848954368837132 -0.001572601953295596
leaf_weight=0.0010839990904186201 0.0013866102512640347 0.0016072881313457512 0.0010447337053936532 0.0010370532938335231 0.0010772427830786366 0.0014796417736088205 0.0010090237578870296 0.0018306004584243106 0.0010351870517397721 0.0012994527467781189 0.0016707350170210872 0.0017336664385307907 0.0014796793011296761 0.0010894511701516896 0.0013377603120785508 0.0010844032034013074 0.0014250301210327332 0.0012064887511339904 0.0010126510113650511
leaf_count=347 184 601 179 66 89 124 52 131 95 110 791 66 465 94 59 99 154 142 62
internal_value=0 -0.000262496 0.000332583 0.000155315 0.000383879 0.000800851 0.000362537 -0.000278885 -0.000114168 -0.000316682 -0.000110704 0.00073989 0.000149052 0.000410938 0.000652286 0.00028632 0.000862862 0.000249763 -0.00055399
internal_weight=0 0.0160531 0.00987756 0.00883282 0.00779577 0.00539651 0.00431927 0.00283962 0.0144459 0.011677 0.010593 0.00276885 0.00929355 0.00762281 0.00653336 0.0051956 0.00371592 0.00263152 0.00239926
internal_count=3910 3023 887 708 642 396 307 183 2422 2261 1914 161 1804 1013 919 860 395 296 246
is_linear=0
shrinkage=0.00404364


Tree=1263
num_leaves=31
num_cat=0
split_feature=151 1213 52 133 1456 1 48 159 133 3 42 376 12 12 49 15 2 2 2 52 43 40 14 48 51 2 4 12 160 12
split_gain=0.000972266 0.00100217 0.00100705 0.00120414 0.000790462 0.000807719 0.000779129 0.000565457 0.000527022 0.000540809 0.000816966 0.000697065 0.000635265 0.000527879 0.000693601 0.000590739 0.000946368 0.000538781 0.000545738 0.000644318 0.000488162 0.000590044 0.000564917 0.000702158 0.000440567 0.000409366 0.00037867 0.000373225 0.00035307 0.000337636
threshold=-0.52174999999999983 -0.082704999999999987 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.10113500000000002 -0.088799999999999976 -0.034019999999999988 0.10681500000000001 -0.15327499999999997 -0.090359999999999982 0.084680000000000019 0.099370000000000014 0.086765000000000023 -0.085974999999999982 0.085120000000000015 0.091250000000000012 0.086915000000000006 0.092865000000000017 0.0053050000000000007 -0.24333999999999997 -0.012844999999999997 -0.46879999999999994 0.11930500000000001 0.12900500000000004 0.084065000000000015 0.50657000000000008 0.088590000000000016 0.089480000000000018 0.10106500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -11 12 13 14 -12 16 -15 25 28 -20 -8 -22 -23 26 -25 -16 -24 -17 -19 -10
right_child=1 2 3 4 5 6 20 8 29 10 11 -13 -14 15 17 27 -18 18 19 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012196976735217749 -0.0010854115748743902 -0.0011186613424507238 -0.0011092338448553997 -0.00072651271852766988 -0.00092476414901891018 -0.0006649029191787703 -0.00013181011636929698 0.00057723058437686946 -0.0010234609389729336 -0.00081797701027737824 -0.00086995930536726762 0.00092015235271990573 -0.00083037325199462376 -0.00074020699010347748 -3.3131331873366955e-05 0.001113326286684079 0.00053344795297500267 0.00089702007776582948 -0.00070288749066758547 0.00056807776756330941 0.0011592228876700003 -0.00036156805705995175 0.00052144252538543004 -0.0005738250385380364 0.00045496755473450748 -0.00081718586393517232 0.0012436168675109094 0.0002364721140584434 2.0503180124769758e-05 -9.9297481728152033e-05
leaf_weight=0.0010477697379656084 0.0013078937236907775 0.0011810658015709566 0.0013657222642846625 0.0018361025953125268 0.0010373586964387274 0.0011907794940242402 0.0025146434895830785 0.0028072587601730625 0.0011722106169950166 0.0017482412674572059 0.0015419993805956258 0.0013820557206294373 0.0013088795393266786 0.0015336046867338018 0.0031361218130880972 0.0017864834011289688 0.0021901721359385284 0.002202016135945728 0.0014359763508799972 0.0010809606867496768 0.001660302664376557 0.001442883255236894 0.0078368705064182365 0.0014204681699254715 0.0011767558611381901 0.0015328465986047535 0.0013103054051424321 0.0012942745214381546 0.001049055283715461 0.0012772006059992291
leaf_count=65 355 274 218 297 294 29 31 67 274 178 57 25 80 163 120 46 96 94 52 19 244 36 279 35 26 134 100 115 27 80
internal_value=0 -1.02784e-05 1.65298e-05 4.26795e-05 7.42027e-05 0.000104787 0.000308092 -2.30016e-05 9.84503e-06 6.17333e-05 -5.82224e-07 6.59621e-05 7.20664e-06 6.55712e-05 -9.15353e-05 0.000342148 8.90438e-06 2.3472e-05 0.000277652 -0.00015704 0.000374824 0.00046063 0.000372676 0.000462883 -0.000107697 -0.000290541 0.000624892 0.000744946 0.000614186 -0.000541573
internal_weight=0 0.0537605 0.0524526 0.0512715 0.0499058 0.0480697 0.018553 0.0295167 0.0284794 0.0260299 0.0232227 0.0214744 0.0200924 0.0187835 0.011979 0.00680453 0.00372378 0.010437 0.00576801 0.00251694 0.0173622 0.0148476 0.0131873 0.0117444 0.00259722 0.00466897 0.00914718 0.00308076 0.00325107 0.00244941
internal_count=3910 3845 3490 3216 2998 2701 780 1921 1627 1273 1206 1028 1003 923 503 420 259 446 192 71 751 720 476 440 61 254 379 161 121 354
is_linear=0
shrinkage=0.00124344


Tree=1264
num_leaves=31
num_cat=0
split_feature=52 133 151 401 158 31 1348 14 1456 375 13 52 403 2 131 2 1374 48 1 48 1374 0 40 52 474 3 43 16 16 151
split_gain=0.00120195 0.00108474 0.0010451 0.00104693 0.000979448 0.00112281 0.000905735 0.00134511 0.00102036 0.00101725 0.000773601 0.00150914 0.0014128 0.00115524 0.000852506 0.000681099 0.000657379 0.000656938 0.000718435 0.000614202 0.00102916 0.00105161 0.00077071 0.000911641 0.000732783 0.00093437 0.00139121 0.00107723 0.00066211 0.000577247
threshold=-0.51745999999999992 -0.26719999999999994 -0.52174999999999983 0.10072000000000002 0.11034000000000001 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.087245000000000017 -0.091229999999999992 0.11588000000000002 -0.088854999999999976 0.097940000000000013 0.097135000000000013 0.12068000000000001 0.086000000000000007 0.090405000000000013 0.076710000000000014 0.093225000000000016 -0.094679999999999986 -0.23029999999999998 0.0034800000000000005 -0.23815499999999998 0.085070000000000021 -0.015794999999999997 0.098320000000000005 -0.10808 0.22945500000000005 -0.06189999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 11 13 -12 17 16 -15 19 18 -10 20 -14 -22 23 -23 25 26 28 -27 -25 -21
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 12 -13 14 15 -16 -17 -18 -19 -20 29 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0012553333903054611 -0.0012180225558952426 -0.0013365439369504046 0.0013732692081748772 -0.0013393109002887552 -0.0012664147794095792 -0.0010247066694273289 0.0013117233873036454 -0.0012046083999244651 -0.0002484043965931693 -0.0012300159246399673 -0.0013302333448385272 -0.00086489329819520956 -0.0013726466041788449 0.0013572996098447192 0.00090315499170092839 0.00023775797340403403 -0.00088405429093087271 -0.00069424577537947213 0.00092317134074471855 -0.00038814242157963401 0.00093345578322015965 -0.0013700247372266849 0.00082180099006399208 0.00011442700750487246 0.0007624616541270844 0.00022072361026743349 -0.0013730659945550797 -0.0009832567650218363 0.0011434320595623201 0.00067580674091119377
leaf_weight=0.0014757130770268736 0.001349500898077948 0.0010406507992275485 0.0012767396520286791 0.0010020448175184207 0.0010055632113143967 0.0015195236507608003 0.001086198745291699 0.0015745581710726589 0.0016810432999063707 0.0010343608135849882 0.0013534254989092656 0.0014580424835406456 0.0010052246517560084 0.0040168940102986994 0.0023215994897733952 0.0013747098431409199 0.0013827826772705434 0.0012631466448578266 0.002387724788589507 0.0011901253843733528 0.002275951669467687 0.0010462184288066922 0.001773240203350567 0.0088474665736339823 0.0018702606751106457 0.0021341002607480064 0.0011006397991799597 0.0040752974723572795 0.0013596700276163895 0.0049946120330472956
leaf_count=275 229 64 110 193 156 240 40 88 89 32 436 76 39 71 129 78 61 20 61 58 42 48 43 772 139 53 21 105 23 119
internal_value=0 -1.14707e-06 2.69474e-05 5.16625e-05 7.63715e-05 0.000100743 7.07266e-05 4.53127e-05 8.35529e-05 0.000117269 0.000145761 0.000445566 4.63317e-05 0.000623745 9.8995e-05 0.00107185 4.25163e-05 0.000170627 0.000439126 8.29688e-05 -1.12052e-05 4.46933e-05 -4.63947e-05 -0.000121737 -5.43748e-05 -0.000141586 9.33719e-05 -0.000569462 0.000251498 0.000471072
internal_weight=0 0.0598013 0.0584518 0.0574112 0.0564091 0.0554036 0.0541268 0.0530406 0.0514661 0.0499465 0.0489122 0.0121816 0.0367306 0.0107235 0.0353772 0.0053916 0.0330556 0.00533191 0.00406877 0.0316728 0.0254881 0.0244828 0.0222069 0.0204337 0.0193874 0.0175172 0.0113078 0.0062094 0.0102071 0.00618474
internal_count=3910 3635 3406 3342 3149 2993 2883 2843 2755 2515 2483 395 2088 319 1652 149 1523 170 150 1462 1285 1246 1204 1161 1113 974 816 158 795 177
is_linear=0
shrinkage=0.00137286


Tree=1265
num_leaves=22
num_cat=0
split_feature=43 40 159 0 50 48 4 15 48 15 16 160 42 49 43 2 15 15 12 3 49
split_gain=0.000141496 0.000245024 0.000218132 0.000289748 0.000242309 0.000243452 0.000209125 0.000281052 0.000471302 0.000338156 0.00022306 0.000223014 0.000220752 0.000329943 0.000438825 0.000250431 0.000251322 0.00027174 0.00018853 0.000135991 0.000100322
threshold=0.24789500000000006 -0.083709999999999993 -0.034019999999999988 -0.088084999999999983 0.10030500000000002 0.12862000000000004 0.27020000000000005 -0.11739999999999999 0.093225000000000016 -0.10071499999999999 -0.38486499999999996 0.091575000000000017 -0.09602999999999999 -0.047309999999999998 -0.083684999999999996 0.10362500000000001 -0.008624999999999999 0.079360000000000014 0.084100000000000022 0.11265500000000002 -0.084114999999999981
decision_type=2 2 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 -9 -11 12 -12 20 18 16 -16 -18 -15 -8 -14
right_child=-2 2 4 -5 -6 -7 19 8 -10 10 11 -13 13 14 15 -17 17 -19 -20 -21 -22
leaf_value=0.002264932517469885 -0.0018682722591420102 0.00017064483262294847 -0.0025214981961923515 -0.0035682393046608811 0.0023593223570207819 -0.0024180066317430566 0.002480470501620315 0.0021698033846910391 0.002612088091831638 -0.0026878319467208756 -0.0020369019510350014 -0.0024656531800733065 0.00074109173616924615 0.0031443884700168238 -0.0023540476033692744 -0.0033032982740314526 0.0013777587048991798 -0.0017355110693931552 0.00021041086825927455 6.8118627498959817e-05 0.0028908819318085852
leaf_weight=0.0011837287972398794 0.0010312868854608073 0.0010899308645900829 0.0011502333641019357 0.0010089639869382541 0.0011094704310137806 0.0010442934093832781 0.001393592382926633 0.0013423665342990826 0.0016330375582800363 0.0010623370822222472 0.00128349831642638 0.0010820643941317773 0.0010239231505527746 0.0010306326694404797 0.0013628740801960824 0.0010372980751029992 0.0019424437324042851 0.0011158201227609577 0.0011961708160557194 0.0010253263498882503 0.0011823430425539376
leaf_count=164 240 160 165 330 242 63 223 50 110 90 151 180 69 61 229 214 128 595 231 113 102
internal_value=0 3.16338e-05 -7.79844e-05 -0.00162668 6.96491e-05 -5.18496e-05 7.25447e-05 -0.000119552 4.99992e-05 -0.000235368 -0.000477768 -0.000286218 -7.51859e-05 0.000179362 -0.000312635 -0.00107999 -0.000558356 0.000241869 0.00156835 0.00145793 0.00189317
internal_weight=0 0.0253003 0.0241166 0.00209889 0.0220177 0.0209083 0.019864 0.017445 0.0162948 0.0146618 0.0133194 0.0122571 0.011175 0.00989151 0.00768524 0.00545844 0.00442114 0.00305826 0.0022268 0.00241892 0.00220627
internal_count=3910 3670 3506 490 3016 2774 2711 2375 2210 2100 2050 1960 1780 1629 1458 1166 952 723 292 336 171
is_linear=0
shrinkage=0.00502775


Tree=1266
num_leaves=31
num_cat=0
split_feature=52 133 1213 160 482 31 1 48 47 42 49 151 3 0 43 48 51 159 47 43 394 43 42 49 52 12 2 151 47 16
split_gain=0.000961231 0.000968521 0.000891495 0.000907817 0.000819156 0.00102582 0.000748199 0.000817387 0.000560897 0.000546135 0.000727747 0.00107952 0.00058918 0.000489661 0.000873162 0.000647132 0.00095674 0.000668456 0.000475984 0.000522074 0.000459736 0.000461976 0.000639504 0.000564104 0.000627703 0.00127424 0.000616877 0.000724079 0.0004283 0.000398133
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 0.096485000000000015 -1.0000000180025095e-35 0.10113500000000002 -0.086624999999999994 1.0000000180025095e-35 -0.09602999999999999 -0.085974999999999982 0.083140000000000006 0.10223 -0.017269999999999997 -0.24333999999999997 0.12675000000000003 0.12900500000000004 0.11600500000000001 0.084155000000000021 -0.074254999999999988 -0.081859999999999988 -0.15426499999999996 -1.0000000180025095e-35 -0.082084999999999977 -0.0066199999999999991 0.088375000000000023 0.089910000000000004 -0.0088999999999999982 0.11069000000000002 -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 -5 8 -8 9 -7 11 -11 20 14 -9 17 -17 18 -16 -20 -12 -22 -23 -24 26 29 -25 -28 -21 -26
right_child=1 2 3 4 -6 6 7 13 -10 10 12 -13 -14 -15 15 16 -18 -19 19 28 21 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0013542981956352371 -0.0013225398920147058 -0.00095434947430236828 -0.0010140078269821543 0.0015161714562702054 -0.0012325987808450309 -0.00088884517595377941 -0.00095564550727541208 -0.00064272767210681243 -0.00076869492228443296 -0.0014532168657332193 0.0009777001655324536 0.00043460323502702029 0.00075484485339730753 0.0012390724275582845 0.0011092529642255083 -0.0011314363125849785 0.00069003907893118346 -0.00050601668794289241 0.00116982786418504 -0.0003793549655084277 0.0005457812800253103 -0.0011986259204808569 0.001036999848244242 -0.001088192517058251 0.00077197361892720887 -0.0011691445645334694 -0.000910039748041044 0.00065753152086058669 0.00075605016915680496 -0.00027276627557462467
leaf_weight=0.0012176608444272033 0.0012273190567034789 0.0019904656195561801 0.001681488193964408 0.0012270493872478796 0.0010077723792005768 0.0014329549889378059 0.0010291464247700324 0.0017863142322127592 0.0022578008974536426 0.0016254030102995634 0.0011739167626709781 0.0012169981297294186 0.0033517915011316282 0.0015800563534675858 0.0048946260644774364 0.0012722463376988466 0.0013824282120822318 0.0010300589638063693 0.0014968548094351775 0.0018735448536801869 0.0028901958736753343 0.0011586451895089197 0.0010587760688700607 0.0023334870024336284 0.0038945094996072349 0.0012427331113504803 0.0012040629776457479 0.0015465730455890281 0.0012881064036918133 0.0010678257714573751
leaf_count=275 229 566 258 108 139 136 24 26 190 55 77 35 39 106 303 39 38 43 27 31 79 199 14 285 164 231 26 106 27 35
internal_value=0 8.03453e-06 4.00575e-05 8.04477e-05 0.000119335 0.000148751 0.000111539 0.000355179 -4.49391e-05 1.99115e-05 7.47068e-05 -0.000644931 0.000172472 0.000436425 0.000352012 0.000486242 -0.000182899 0.000654089 0.000779176 0.00043237 6.13789e-05 -4.22444e-06 -0.000121917 -2.0886e-05 -0.000120102 0.000203424 -0.000514958 -2.86569e-05 8.32269e-05 0.00054716
internal_weight=0 0.0522232 0.0509958 0.0490054 0.0473239 0.0463161 0.0450891 0.0176334 0.0274557 0.0251979 0.0237649 0.0028424 0.0209225 0.0166042 0.0150242 0.0132379 0.00265467 0.0105832 0.00955313 0.00465851 0.0175707 0.0163968 0.0135066 0.012348 0.0112892 0.00620507 0.00508412 0.00275064 0.00316165 0.00496234
internal_count=3910 3635 3406 2840 2582 2443 2335 664 1671 1481 1345 90 1255 640 534 508 77 431 388 85 1216 1139 1060 861 847 430 417 132 58 199
is_linear=0
shrinkage=0.00151575


Tree=1267
num_leaves=31
num_cat=0
split_feature=453 31 1348 14 1456 52 1213 133 1374 1456 1429 1 484 403 15 2 15 48 43 38 52 52 12 15 13 1 124 4 403 16
split_gain=0.00111128 0.00122397 0.00115193 0.00117296 0.00113617 0.000970356 0.00102399 0.000978673 0.0007621 0.00074918 0.000638198 0.00082943 0.000919524 0.000792449 0.000760446 0.00111936 0.000727153 0.000722635 0.000694384 0.000863376 0.000647066 0.000854862 0.000975799 0.000624435 0.000709523 0.000758041 0.00057739 0.000571701 0.000447241 0.00039606
threshold=0.096095000000000014 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.51745999999999992 -1.0000000180025095e-35 -0.26719999999999994 0.09309000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10752500000000002 0.085815000000000016 -0.084084999999999979 -0.095799999999999982 0.094825000000000007 -0.12507499999999996 0.093225000000000016 -0.24333999999999997 0.10657000000000001 0.11588000000000002 0.11110500000000002 0.10257000000000001 0.085120000000000015 -0.083514999999999992 0.077800000000000022 -1.0000000180025095e-35 -0.080324999999999994 -0.079874999999999988 -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 -1 3 4 -3 -6 28 -8 9 10 -9 12 13 -12 15 -15 -17 20 -13 -20 21 22 23 24 27 26 -26 -16 -7 -25
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 11 18 -14 14 17 16 -18 -19 19 -21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.0014286878762233767 -0.0012434936177012617 -0.0010920604862728234 0.0014018566327626105 -0.0012477406758097398 -0.0012689396421847394 -0.0001696140816483889 -0.0011997962486076904 -0.00086409433606504898 -0.00097556015850294188 -0.00078823998874621385 -0.0012033591611164535 -0.00021742752470150023 0.00083614111678316158 -0.0011202175847057087 0.0012274925686823837 0.0010187229829736531 -0.0006130147296269558 0.00091411009709701781 0.00079276860262293399 -0.00058217523172082882 -0.00078256549884184645 0.0013951550742099454 -0.0010387143529413524 0.001025250032972213 0.00022217144922561109 0.0002022555504339361 -0.0010336884221237676 3.1839068469187227e-05 -0.0014283927836731458 4.3528439980609855e-05
leaf_weight=0.0011615160796711868 0.0015624044736881606 0.0020309745423762173 0.0010897018022895102 0.0017040118611091329 0.0012065279917594643 0.0010027810290903494 0.0012035024374420491 0.0011817416760635515 0.001295877156145763 0.0017248130634190941 0.0010917721477485811 0.0022408325969252027 0.0028909102702141523 0.0025591611043624942 0.0014618816401252843 0.0012020052474071008 0.001038555451263079 0.0022815570374099528 0.0095118782911687294 0.001032892103182804 0.0016814555958428725 0.0010491369376239837 0.0014852049929920943 0.0024125040543268028 0.001027835553031764 0.0040116451432279376 0.0027321316761534983 0.0018461805594696071 0.0013524699162609224 0.0012848914481828908
leaf_count=112 36 347 46 123 238 166 188 44 58 280 382 23 129 103 21 31 31 50 398 25 166 9 52 46 10 149 103 83 370 91
internal_value=0 -2.27239e-05 -5.24908e-05 -8.10226e-05 -4.40973e-05 -3.01676e-06 2.71663e-05 7.20575e-05 0.000104594 0.00013519 0.000171369 0.000199931 7.03117e-05 -1.11854e-05 3.87331e-05 -0.00047481 0.000262372 0.000154594 0.000504644 0.000658089 6.33551e-05 0.000145519 6.49008e-05 0.000175822 6.20865e-06 -0.00022961 -0.000690383 0.000560216 -0.00089245 0.000684089
internal_weight=0 0.0577963 0.0566348 0.0555451 0.0538411 0.0518101 0.0506036 0.0482484 0.0470449 0.045749 0.0440242 0.0428424 0.0300568 0.0271659 0.0260741 0.00479972 0.00224056 0.0212744 0.0127856 0.0105448 0.0189929 0.0173114 0.0162623 0.0147771 0.0110797 0.00777161 0.00375997 0.00330806 0.00235525 0.0036974
internal_count=3910 3874 3762 3716 3593 3246 3008 2472 2284 2226 1946 1902 1456 1327 945 165 62 780 446 423 730 564 555 503 366 262 113 104 536 137
is_linear=0
shrinkage=0.00142833


Tree=1268
num_leaves=31
num_cat=0
split_feature=31 52 133 151 1348 14 1456 1213 1374 133 376 376 1 11 3 42 159 484 43 2 49 0 15 1 1374 403 52 43 15 15
split_gain=0.0013758 0.00114182 0.000966018 0.000953585 0.0011747 0.00129461 0.00102444 0.00080985 0.000805529 0.000753756 0.00110252 0.000911543 0.000856806 0.000747601 0.000663979 0.000687491 0.000591778 0.000725607 0.000735338 0.00119227 0.00110099 0.00063031 0.000601008 0.0010757 0.000902754 0.000588845 0.000564089 0.000604555 0.00116018 0.000912614
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09309000000000002 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.11235500000000002 0.088160000000000002 -0.115685 -0.09602999999999999 0.10392000000000001 0.085815000000000016 -0.074254999999999988 0.075670000000000015 -0.091004999999999989 -0.037619999999999994 0.085120000000000015 0.077800000000000022 -0.094679999999999986 -0.082404999999999992 0.084240000000000023 -0.078844999999999985 0.035895000000000003 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 9 -9 11 12 13 14 -11 -16 17 18 26 -20 -21 22 23 -22 -25 -8 27 28 29 -17
right_child=1 2 3 4 -6 -7 7 8 -10 10 -12 -13 -14 -15 15 16 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011713170240238982 -0.0012340512782762242 -0.0011927005479536517 -0.0013095074846860533 -0.00097623323950208208 0.001284827861071245 -0.001188266563039342 2.1991122523627762e-05 0.0010629025809897829 -0.00094049567398169333 0.00045167688776126736 -0.0011254559782357624 0.0012656829329281527 0.00044266812757881439 -0.0010184168565697464 -0.0011062962639087424 0.0005457690987880308 -0.00091818501857307111 0.00070113243259202875 -0.0011431182693006805 -0.0012129563443445876 -0.00085800120740896115 -0.00076189229397352772 0.0010044020891537809 -0.00044992465595121976 0.00067637896092335428 -0.001345998854760045 -0.00030344683365472026 0.0012528759357671093 0.00098790188508306068 -0.0011240673687930194
leaf_weight=0.001651327066576668 0.0014987129522416867 0.0012974756935880674 0.0010175998088195462 0.0018338406605377102 0.0012701427726948813 0.0016785497181031053 0.0010338341710863785 0.0014673103392439648 0.0013516207854227238 0.0055314557513246208 0.0013282846927076255 0.0012212515329148568 0.0095693445907873986 0.0012892616766180245 0.0010915244524889447 0.0010608597472154813 0.0012544481362746209 0.0026073748954409384 0.002206041284189564 0.0013480905204232849 0.0017908043635283984 0.00140621480242721 0.0014397170903426284 0.0018627774579726974 0.0041866011633260314 0.0012705518060627799 0.0022261210553288224 0.0014315743879458331 0.0020648998264931606 0.0013441730728998014
leaf_count=113 275 229 64 307 42 106 152 39 56 131 26 28 347 27 118 131 98 117 206 25 171 43 201 17 72 363 204 31 38 133
internal_value=0 -7.4017e-05 -4.42888e-05 -1.82321e-05 5.16262e-06 -2.4445e-05 1.22631e-05 4.75414e-05 8.41548e-05 0.000113172 8.30483e-05 0.000118774 8.67303e-05 -1.30324e-05 2.64227e-05 -5.96743e-05 -1.61201e-05 2.91885e-05 -4.91386e-05 -0.000233505 -6.67595e-05 7.78372e-05 0.000205084 5.83031e-05 0.000329558 -0.000732267 0.000273885 0.000491662 0.00024787 -0.000387503
internal_weight=0 0.0599805 0.0584817 0.0571843 0.0561667 0.0548965 0.053218 0.0513841 0.0490798 0.0477281 0.0462608 0.0449325 0.0437113 0.0341419 0.0328527 0.0273212 0.0262297 0.0249752 0.0223679 0.0142402 0.0120342 0.0106861 0.0092799 0.00784018 0.00604938 0.00230439 0.00812763 0.00590151 0.00446993 0.00240503
internal_count=3910 3797 3522 3293 3229 3187 3081 2774 2259 2203 2164 2138 2110 1763 1736 1605 1487 1389 1272 735 529 504 461 260 89 515 537 333 302 264
is_linear=0
shrinkage=0.00134594


Tree=1269
num_leaves=31
num_cat=0
split_feature=156 151 401 158 9 457 1348 1456 375 133 1 0 52 0 13 1186 13 48 474 1374 13 13 2 43 124 13 14 47 0 3
split_gain=0.00114028 0.000999569 0.00102411 0.000969346 0.00116497 0.000943674 0.000890868 0.000899026 0.000881669 0.00085967 0.000867477 0.000707112 0.000731542 0.00115551 0.000905592 0.000891819 0.00101651 0.000827384 0.00119068 0.000722535 0.000643548 0.000736008 0.000597774 0.000597092 0.000564766 0.000702446 0.000865709 0.00111771 0.000563696 0.000499807
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.10072000000000002 0.11034000000000001 -0.016839999999999997 0.51789000000000007 0.090050000000000005 -1.0000000180025095e-35 0.088065000000000018 -0.26719999999999994 0.11327500000000001 -0.23029999999999998 0.11401500000000002 -0.077944999999999987 -0.0016149999999999999 0.085080000000000003 -0.083514999999999992 0.084260000000000015 0.085020000000000012 -0.094679999999999986 0.091035000000000019 0.16421000000000002 0.099990000000000009 -0.078844999999999985 0.51367000000000018 -1.0000000180025095e-35 -0.074139999999999984 0.11603500000000001 -0.10303999999999998 -0.053439999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 19 13 15 -15 16 22 18 -18 -11 -16 -22 29 -14 25 -12 -27 28 -28 -13
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 24 12 23 14 20 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014861026844984143 -0.0014520316051396306 0.0014864355661398619 -0.0014536394533928606 -0.0013269656237154084 -0.001094105077741142 -0.0012864285950386126 0.0014217762162757439 -0.0011222290989275987 -0.0013001819113706481 -0.00027697278939701781 0.00082667688348440731 8.8611869539925546e-05 -0.0001992927090809092 0.00076017831701949965 -0.00078319114587693469 0.00096951853919852507 -0.001161116142230292 2.0930936127541642e-05 0.00052109839239866652 0.00089795475802992102 0.0010240381308064502 -0.00026747383594274266 0.00075213845530471002 -0.0014861753423003449 0.0014866260640840976 0.00081017801588913999 0.00096440379737557601 -0.0014848644348029456 -0.00048602218997523022 -0.00097178205540060937
leaf_weight=0.0011987546965370735 0.0010617183200833926 0.0012288162550936335 0.0010480639927816773 0.0011430279932814749 0.0015374504469332076 0.0011882125979809635 0.0010290366523522101 0.0012696747146235801 0.0010340437128881766 0.0017064799176296219 0.0042763898310380641 0.0041077780071886449 0.0019228577233576516 0.0062200313802991403 0.0018361555688173499 0.0012930172474505666 0.0059457724694196232 0.0031200872362573406 0.0011012471395481782 0.0035818950930916948 0.0016911212849066715 0.0022991610445615152 0.0022142517675902695 0.0013588450932399123 0.0011130821119706988 0.0020327077157560325 0.0011464203726470057 0.0013338392112558495 0.0012228847241448895 0.0012897696960862915
leaf_count=197 65 116 193 158 253 17 39 216 31 7 243 390 150 306 124 58 588 145 62 59 61 37 41 164 6 31 20 34 76 23
internal_value=0 -2.26818e-05 2.48844e-06 2.82482e-05 5.49095e-05 2.39791e-05 5.19412e-05 2.61501e-05 5.85752e-05 8.55514e-05 0.00011573 1.29307e-05 -6.48408e-05 5.5325e-06 0.00036584 -0.00022205 -0.00030871 -0.00061616 -0.000898234 0.000518823 -5.51372e-05 0.000279882 0.000101953 -0.000732148 0.000482456 0.00037082 3.0954e-05 -0.000396773 0.000215786 -0.000164774
internal_weight=0 0.0613538 0.0602921 0.0592441 0.058101 0.0568722 0.055684 0.054655 0.0531175 0.0520835 0.0508138 0.0396885 0.0344001 0.0311184 0.0120465 0.0190719 0.0177789 0.0101671 0.00704702 0.00528838 0.00582644 0.00399028 0.0076118 0.0032817 0.0111253 0.0100122 0.00573585 0.00370314 0.00236931 0.00539755
internal_count=3910 3713 3648 3455 3297 3181 3164 3125 2872 2841 2625 2215 2149 1835 528 1307 1249 795 650 66 222 98 454 314 410 404 161 130 96 413
is_linear=0
shrinkage=0.00148603


Tree=1270
num_leaves=20
num_cat=0
split_feature=1213 475 160 38 124 151 484 50 40 13 4 15 3 3 12 15 3 3 52
split_gain=0.000337032 0.000198212 0.00019424 0.00024076 0.000418259 0.000219541 0.000204002 0.000265477 0.00022586 0.000284296 0.000417488 0.000360285 0.000411023 0.000448447 0.000310715 0.000310173 0.000272681 0.000193902 0.000184867
threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.217635 1.0000000180025095e-35 -0.048219999999999992 -0.090394999999999989 -1.0000000180025095e-35 0.10030500000000002 -0.062739999999999976 -0.10023999999999998 -0.23071499999999998 1.0000000180025095e-35 -0.082139999999999977 -0.089974999999999986 0.090195000000000011 -0.07142999999999998 -0.083344999999999989 0.013395000000000002 -0.07125999999999999
decision_type=2 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 -8 14 -11 15 13 -13 -10 16 -12 -17 -18
right_child=1 2 3 -5 5 6 7 -9 9 10 11 12 -14 -15 -16 17 18 -19 -20
leaf_value=-0.0025604292194589266 -0.0018670778691512572 -0.0012890114990634078 0.0025347172227352969 -0.0018886550633472445 -0.0014436857768040914 -0.0013235968046134703 -0.0015393964863879513 0.0024647265395748605 0.0034742041364962052 -0.0020726062037242387 0.0022596680128938486 -0.0015591497022317089 -0.002963976764484076 0.0022349050581909891 0.00049712809660759963 0.0010704057027182536 -0.0014052013605578785 0.0033265079486751101 0.00067264407311883501
leaf_weight=0.0010188123274091623 0.0010261789406646451 0.0017769760766421496 0.0016036678635321091 0.0010120071674536426 0.0015573580055469041 0.0014312641312533838 0.0012539390611226988 0.0011907580217717087 0.001164526452311015 0.0014977366244712737 0.0010258214990351783 0.0012730952076576152 0.0011221179950597904 0.0012121618668091694 0.0017470664715331097 0.0016843897657200712 0.0017052400897322679 0.0013825098659996371 0.0017085656327295367
leaf_count=592 280 374 240 84 168 449 107 100 113 114 108 158 225 208 66 231 113 38 142
internal_value=0 5.64963e-05 0.000134366 0.000241666 0.000337228 0.000169069 0.00029854 0.000427754 0.00028318 0.000430404 0.000140105 0.000438295 -0.000721248 0.000291367 0.00168785 0.000995531 0.000241252 0.00208742 -0.000365267
internal_weight=0 0.0263754 0.0253492 0.0235722 0.0225602 0.0209566 0.0193992 0.0179679 0.0167772 0.0155232 0.0126116 0.0111139 0.00360738 0.00248526 0.00291159 0.00750653 0.00443963 0.0030669 0.00341381
internal_count=3910 3318 3038 2664 2580 2340 2172 1723 1623 1516 1337 1223 591 366 179 632 363 269 255
is_linear=0
shrinkage=0.0044645


Tree=1271
num_leaves=20
num_cat=0
split_feature=11 16 3 1 15 48 151 16 15 49 0 47 160 1 484 16 42 133 1
split_gain=0.000145291 0.000272662 0.000198219 0.000171943 0.000207608 0.000435274 0.000239629 0.000211046 0.000202116 0.0002448 0.000285241 0.000239647 0.000329588 0.000190034 0.000167104 0.00018542 0.00023732 0.000247764 0.000159262
threshold=0.080455000000000013 -0.069144999999999984 -0.14218999999999996 0.094385000000000011 -0.0058549999999999991 0.08407000000000002 -0.0074049999999999993 -0.091624999999999984 0.035895000000000003 -0.045004999999999996 -0.19631499999999999 0.09252500000000001 -0.080184999999999992 0.13084000000000004 0.073820000000000011 -0.25582999999999995 -0.088669999999999985 0.083815000000000014 0.077800000000000022
decision_type=2 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 -5 -11 12 -12 -13 15 -6 -17 18 -18
right_child=1 -3 3 8 14 6 -8 -9 -10 10 11 13 -14 -15 -16 16 17 -19 -20
leaf_value=0.0014200044757865964 0.00039031165251652493 -0.0027249348224041192 -0.0032689274468795048 0.0021039545646065381 0.0012332282919564567 0.0017799336401607359 -0.0020436181788739878 -0.00084838449556281148 -0.0011247378812101788 -0.0013869610985215951 -0.00019901324300744994 -0.0011769120413115404 0.0028291249086237302 0.00085158846971416363 0.0014640044259430439 0.0011966392405913832 -0.0026019618165462389 0.00053004455909162339 -0.00053530860127348203
leaf_weight=0.0018175126709161207 0.0010619466524659504 0.0010088212432197699 0.0012635565217811711 0.0015999073886872059 0.0012469200119094009 0.0011343716882947774 0.0010050780787608099 0.0011160082791765724 0.0014922674603010675 0.0015486283151986422 0.001105121257712228 0.0015811161455876466 0.0016501217775961004 0.0018401162647738722 0.0012497992677570624 0.0010617041316843823 0.0017123886053873084 0.0012299484200116173 0.0011462483201199469
leaf_count=151 87 154 790 176 57 28 230 106 185 69 88 134 278 58 116 207 478 309 209
internal_value=0 -0.00112735 5.57999e-05 -5.20809e-05 -0.000402061 -0.00113126 -0.000301553 0.000476498 0.000341536 0.000576182 0.000259772 0.000672658 0.00161455 -8.58792e-05 2.88592e-05 -0.00025152 -0.000610987 -0.00108038 -0.00177328
internal_weight=0 0.00207077 0.0248008 0.0229833 0.012166 0.00451901 0.00325546 0.00225038 0.0108173 0.00932501 0.0077251 0.00617648 0.00275524 0.00342123 0.00764701 0.00639721 0.00515029 0.00408859 0.00285864
internal_count=3910 241 3669 3518 2530 1154 364 134 988 803 627 558 366 192 1376 1260 1203 996 687
is_linear=0
shrinkage=0.00429114


Tree=1272
num_leaves=21
num_cat=0
split_feature=14 44 124 50 15 158 52 484 457 133 42 15 2 4 3 0 1 3 4 16
split_gain=0.000147724 0.00013638 0.000230109 0.000197416 0.000267712 0.000221212 0.000194757 0.000175542 0.000266073 0.000236489 0.000184073 0.000186974 0.000355072 0.000367467 0.00028667 0.000273099 0.000322498 0.000141993 0.000138751 0.000129904
threshold=0.073890000000000011 1.0000000180025095e-35 -0.061329999999999989 0.10119500000000002 -0.23821499999999998 0.084710000000000021 0.40565000000000007 0.085515000000000022 -0.0034949999999999994 0.10681500000000001 -1.0000000180025095e-35 -0.095799999999999982 0.11339500000000001 0.0021050000000000005 0.076695000000000013 -0.084304999999999977 0.078675000000000009 -0.089604999999999976 -0.23071499999999998 -0.09601999999999998
decision_type=2 2 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 -6 10 17 19 13 15 -15 -13 18 -10 -17 -12
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 11 12 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.0017743350159161357 -0.0018346312098720559 -0.0016998977966496815 0.0022102905284159249 -0.001999355082139 -0.002418283213472581 -0.0021673853463017086 0.0021744286834672255 0.0014162557935807338 8.6772910077278988e-05 -0.0022978720857715984 0.00010101883216350802 -0.0016951345359823226 -0.0019560187375958897 0.001207202500244155 0.0044492972636781232 0.00097644759982507012 -0.0010250310484956151 -0.002375418019154813 0.0033104365231846388 -0.0021470451882371795
leaf_weight=0.0018700129380944249 0.0010666334757573051 0.0010517871946547066 0.0013463336648460401 0.0011669121026247611 0.0012298485557778452 0.0011417152645285247 0.0010085123585823466 0.0017801891661610716 0.001141038030599173 0.0010405998034146166 0.0016389131622894237 0.0012404947635621336 0.0010478156113995496 0.0015888303533390102 0.0011367252875702505 0.0014138529952099077 0.0013010160921094194 0.0011352862234465235 0.0011005752611242987 0.0010090307321892695
leaf_count=285 135 71 183 414 138 289 142 238 216 345 76 245 164 111 40 32 243 371 100 72
internal_value=0 3.78961e-05 0.000112997 -2.52779e-05 8.28672e-05 -6.06708e-05 6.71824e-05 -5.21817e-05 -0.000215318 -3.21839e-05 0.000139239 0.000393195 0.000737733 0.00110046 0.00255936 0.000313997 0.000967215 -0.00114121 0.00199804 -0.000755633
internal_weight=0 0.0253895 0.0243377 0.0224677 0.0213008 0.0199544 0.0188127 0.0178042 0.016024 0.0147942 0.0137536 0.0114773 0.00882931 0.00778149 0.00272556 0.00505594 0.00381544 0.00227632 0.00251443 0.00264794
internal_count=3910 3775 3704 3419 3005 2822 2533 2391 2153 2015 1670 1083 935 771 151 620 375 587 132 148
is_linear=0
shrinkage=0.00492917


Tree=1273
num_leaves=19
num_cat=0
split_feature=1 0 43 42 39 51 151 2 51 43 42 52 4 4 150 2 1 12
split_gain=0.0001431 0.000336937 0.000225958 0.000168216 0.000160647 0.000230315 0.000266239 0.000480224 0.000331814 0.000148532 0.000193526 0.00020995 0.000272498 0.000229869 0.000229559 0.000206113 0.000140184 0.000125395
threshold=0.10398500000000001 -0.017269999999999997 -0.24333999999999997 0.091955000000000023 0.005105000000000001 0.12342500000000002 -0.0032449999999999996 0.10457000000000001 -1.0000000180025095e-35 0.0016850000000000001 0.085195000000000007 -0.087094999999999992 -0.08422499999999998 -1.0000000180025095e-35 0.089810000000000015 0.087005000000000013 0.085990000000000011 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 6 -4 -8 -9 10 11 -1 -13 16 -15 -12 -14 -11
right_child=1 -3 4 -5 -6 -7 7 8 -10 17 15 12 13 14 -16 -17 -18 -19
leaf_value=-0.0017244358674484003 -0.0015968261979226023 0.0024742641826517257 -0.0011429811611169921 -0.0014378895166767837 0.0015526022852885542 -0.0013981408769094118 -0.00059846960978286289 0.00049721095449310336 0.0034804360668663991 0.0014470488635246665 0.0018135201943705564 -0.0017333411490326701 2.3289121426407005e-05 -0.0013648696553013766 0.0008605079326549454 -0.00052308595903290882 0.0018803342394391254 -9.8940108945307336e-05
leaf_weight=0.0019236164695773392 0.0010466939357218772 0.0010043085774206354 0.0012368817828590801 0.0016275562043742134 0.001337460716974409 0.0012888369654469045 0.0017706814650431096 0.0010463125514545996 0.001219785909358671 0.001483568623891319 0.0011766140705319625 0.0015208504131079001 0.0011578166778703778 0.0019975522005681564 0.0010781422064405355 0.0011066040200675697 0.0013074190750481662 0.0017014100510271968
leaf_count=399 27 199 109 601 211 63 136 46 96 117 290 331 365 215 36 298 107 264
internal_value=0 0.000339696 0.000100079 -0.000253305 0.000324908 7.46999e-05 0.000434649 0.00091804 0.00210301 -0.000119914 -0.000329379 -0.000586129 -0.000276057 0.000123932 -0.000584794 0.000681041 0.00100816 0.000621184
internal_weight=0 0.00995096 0.00894665 0.0160812 0.00789996 0.0065625 0.00527366 0.00403678 0.0022661 0.0144536 0.0112686 0.0089854 0.00706178 0.00554093 0.00307569 0.00228322 0.00246524 0.00318498
internal_count=3910 887 688 3023 661 450 387 278 142 2422 2041 1453 1054 723 251 588 472 381
is_linear=0
shrinkage=0.00388662


Tree=1274
num_leaves=31
num_cat=0
split_feature=151 31 52 133 1213 1456 1 38 13 40 42 4 1 12 42 43 4 4 160 0 52 43 47 51 15 157 2 1186 0 42
split_gain=0.00123726 0.00115103 0.00104172 0.00114213 0.000872619 0.000752902 0.00072023 0.000612411 0.000762036 0.000601676 0.00124987 0.000516682 0.000516303 0.000641009 0.000581024 0.000571842 0.00114994 0.000611651 0.000733203 0.000927115 0.000761268 0.0004303 0.000589496 0.00105614 0.000726107 0.000677475 0.000518791 0.000412128 0.000581796 0.000852427
threshold=-0.52174999999999983 -1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.082704999999999987 -1.0000000180025095e-35 0.10113500000000002 0.10777500000000002 -0.17606499999999997 0.028705000000000001 -0.14127499999999996 -0.0017649999999999999 0.09112000000000002 -0.013124999999999998 -0.09602999999999999 -0.52334499999999984 -0.51381999999999983 -0.41745999999999994 0.099550000000000013 -0.23029999999999998 0.10898500000000001 -0.074254999999999988 0.096475000000000019 0.12342500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.11891500000000001 0.085080000000000003 -0.077944999999999987 -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 11 12 8 -8 10 -10 -6 14 -14 -7 -16 -17 -18 19 -19 27 -12 23 24 25 -23 -24 28 29 -21
right_child=1 2 3 4 5 6 7 -9 9 -11 21 -13 13 -15 15 16 17 18 -20 20 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012727735276283291 0.0010989957078256589 -0.0011665381119236634 -0.0011834604882773757 -0.0011098747568132185 -0.0012937571919400164 -0.00075772407012408198 0.0011279649265302238 -0.00069761427871137217 -0.0010615219155958367 0.0011134396990164837 0.00066947765547776812 -2.9113733832714983e-05 0.00035329883699827992 -0.00076038812536545562 0.00086181877566839983 -0.0012938565932276592 0.00083574970071724638 0.00099727895757181989 -0.0010174593602919955 -0.0010813341348424235 -0.0010150270255421842 2.3831761923035324e-05 -0.00093013912638145941 -0.00063981278034140631 -0.00019035303404896762 0.0012566739909249446 0.00025300909245169057 0.0007935415418136838 0.00038636837890740615 -1.1379684861215953e-05
leaf_weight=0.0013286211469001321 0.0015246158571987625 0.0013416054117714174 0.0013568288825409605 0.0011204427718713985 0.0011525150865618894 0.0014912669084330412 0.0018379571317859141 0.0010056540996998811 0.001256630800682502 0.0012284721360731323 0.0036002000035463286 0.0010184775775980972 0.0011896833220212955 0.0031687773649959885 0.0014505566252935821 0.0010563994668610797 0.0016898503648974271 0.0016929307389545898 0.0010684664603730623 0.0014626456586227512 0.0011670202078730698 0.0010309807430957116 0.0013668627481848716 0.0014222837797888133 0.0013533657523439047 0.0026986376406217287 0.001135524931441978 0.001209213268624997 0.0046207309506361349 0.0084201592276819011
leaf_count=65 113 275 228 344 179 166 136 26 18 28 195 118 40 220 22 29 48 24 109 262 219 26 33 23 45 125 29 40 197 528
internal_value=0 -9.41417e-06 -4.09338e-05 -1.20445e-05 1.9172e-05 4.45767e-05 7.85405e-05 0.000283216 0.000341475 0.0002457 0.000168813 -0.000700475 -4.51194e-05 -0.000456397 2.565e-05 7.46567e-05 2.36537e-05 8.89023e-05 2.46464e-05 8.45976e-05 -6.93844e-06 0.000291441 0.000140346 0.000345607 0.00062134 0.000915879 -0.000393254 6.79345e-05 7.43797e-06 -0.000169732
internal_weight=0 0.0551388 0.0536141 0.0522725 0.0509157 0.0497953 0.0476243 0.0179366 0.0169309 0.015093 0.0138645 0.00217099 0.0296877 0.00435846 0.0253292 0.023838 0.0223874 0.021331 0.0196412 0.0185727 0.0168798 0.0126079 0.00900766 0.00650527 0.00508298 0.00372962 0.00250239 0.0157127 0.0145035 0.0098828
internal_count=3910 3845 3732 3457 3229 2885 2588 684 658 522 494 297 1904 260 1644 1478 1456 1427 1379 1270 1246 476 281 219 196 151 62 1027 987 790
is_linear=0
shrinkage=0.00129368


Tree=1275
num_leaves=31
num_cat=0
split_feature=1213 453 31 156 1455 133 1374 1429 457 4 403 480 11 4 376 376 16 14 42 15 40 15 3 456 43 2 12 159 48 42
split_gain=0.00114823 0.00116709 0.00112433 0.00108058 0.00103092 0.00099752 0.000924793 0.000971484 0.000983481 0.000894645 0.000786435 0.000820143 0.000841002 0.00116874 0.000656982 0.000734508 0.000808829 0.000946854 0.00092684 0.00114928 0.000663018 0.000690099 0.000735325 0.000669742 0.000746557 0.000916558 0.000612359 0.000613696 0.000576549 0.000528212
threshold=-1.0000000180025095e-35 0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 0.090240000000000015 -1.0000000180025095e-35 0.51789000000000007 0.50657000000000008 -0.084084999999999979 0.086640000000000009 0.088315000000000018 0.27020000000000005 0.11605500000000001 0.088655000000000025 0.41476000000000007 0.077685000000000018 0.091955000000000023 0.014775000000000002 0.096535000000000024 0.17176000000000005 0.16699000000000003 0.084065000000000015 -0.17307499999999998 -1.0000000180025095e-35 0.096055000000000015 0.094195000000000015 0.081315000000000012 -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 -7 9 10 -9 12 13 14 15 16 17 18 20 -20 21 22 23 24 -12 -26 27 29 -14 -27
right_child=1 -3 3 4 5 6 -8 8 -10 -11 11 -13 28 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00089610111447451196 0.0013462339674359973 -0.0011558869317163404 -0.0013459922835912202 -0.0012969058924574377 -0.001080603578434046 -0.00096338303044870362 -0.00088245085558026257 -0.00074916552305842946 -0.0011460494517702468 0.0013460801029037456 0.0009241662743075898 -0.0010072686307643613 4.8969907886596846e-05 0.00099687418710982809 -0.00063912946110368453 0.0012619244750823213 0.00082917496966278183 -0.0011611650548682931 -0.0011683677283685675 0.00039656333873750214 -0.00068789193209211491 -0.00053218961567087504 0.0011909765066081494 -0.00078115547267148568 -0.00087607363516667999 -0.00013743535612982462 -0.0007221686732174446 -0.00063824242349393189 -0.0012261235662119553 0.00049724092803055868
leaf_weight=0.0027502888181804566 0.0011399177710591504 0.0015627391901915635 0.0010662243317329781 0.0010554013363239792 0.0013905065570236621 0.0014999942819611247 0.0017754005398371566 0.0017591139977989325 0.0010636198016982226 0.0011296318978113442 0.0031705156655705826 0.0010544820575022476 0.0013559020257067891 0.0033785515896320719 0.0017262413898606601 0.0011650879718558818 0.0031680209000173312 0.0010159633948987326 0.0019968330604146481 0.0014804159329990796 0.001362208230915484 0.0018144735020229055 0.0016679646059714051 0.0010551423086846414 0.0012878726173219867 0.0027899036547947001 0.0010220279374166799 0.0010846989728707781 0.0012207823685912444 0.015993201082365356
leaf_count=592 112 36 196 138 209 142 75 441 17 146 65 126 58 156 16 17 78 57 82 114 28 30 62 140 74 148 45 81 20 409
internal_value=0 -7.43154e-06 2.21406e-05 -3.20538e-06 2.1275e-05 4.55001e-05 7.34428e-05 0.000104718 0.000135084 0.000161441 0.000134978 0.000166842 0.000192767 0.000235423 0.000173878 0.000208899 0.000177368 0.000119593 0.000157064 -0.000502109 0.000230417 0.000272273 0.000324272 0.000269521 0.000313256 0.00022592 0.000293859 0.000346125 -0.000555144 0.000402971
internal_weight=0 0.0622528 0.0606901 0.0595502 0.058484 0.0574286 0.056038 0.0542626 0.0527627 0.051699 0.0505694 0.0488103 0.0477558 0.0451791 0.0418006 0.0400743 0.0389092 0.0357412 0.0347253 0.00347725 0.031248 0.0298858 0.0280713 0.0264034 0.0253482 0.0221777 0.0208898 0.0198678 0.00257668 0.0187831
internal_count=3910 3318 3282 3170 2974 2836 2627 2552 2410 2393 2247 1806 1680 1602 1446 1430 1413 1335 1278 196 1082 1054 1024 962 822 757 683 638 78 557
is_linear=0
shrinkage=0.00134594


Tree=1276
num_leaves=21
num_cat=0
split_feature=43 40 159 16 50 52 13 3 133 2 159 42 48 15 3 15 151 15 16 4
split_gain=0.000148274 0.000267231 0.000194403 0.000218102 0.000197787 0.000237749 0.000256973 0.000252026 0.000267186 0.000236811 0.000210838 0.000241811 0.000348506 0.000391471 0.000332694 0.000207938 0.000164431 0.000418082 0.0001598 0.000138877
threshold=0.24789500000000006 -0.083709999999999993 -0.034019999999999988 -0.061204999999999989 0.10030500000000002 0.11401500000000002 -0.23438999999999996 0.12046500000000002 0.093130000000000004 0.10066500000000002 0.089615000000000014 0.088235000000000022 0.086935000000000012 0.084050000000000014 -0.097604999999999983 -0.106555 -0.0074049999999999993 -0.017214999999999998 -0.015314999999999997 0.08734500000000002
decision_type=2 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 12 13 14 -8 -11 -16 -18 -17 -13
right_child=-2 2 4 -5 -6 -7 7 -9 -10 15 -12 19 -14 -15 16 18 17 -19 -20 -21
leaf_value=0.002098666226864331 -0.0017038977375750935 0.00013798665672834728 0.0017795891154915502 -0.0027494083806967034 0.0018933509712856236 -0.0017708873810528807 0.0028621952629669582 -0.0020270599694743002 -0.0020039395354310573 0.0029611702944775629 -0.0020184348587823507 0.00042311195468996369 -0.0019596633690458541 -0.0021649075968145481 0.0015131874789966419 -0.0007318724936674478 -0.0023601027908180207 0.00096413567707338442 0.0015128971465253195 0.0025743323611702399
leaf_weight=0.0011934022069755015 0.0010149869389999141 0.0010003135510531502 0.0016445734363237574 0.0010891692456871929 0.0011109540403035625 0.0014703191711325772 0.0011450772120226117 0.0012155956812540105 0.0011441075833353012 0.0010038414470623369 0.0010136198652364601 0.0013897267985228954 0.0018498491796242189 0.0011296158946290935 0.0012724561581221065 0.001091504992858372 0.0012729072118154118 0.0018501413295324417 0.0015017539483643825 0.0010501181793423076
leaf_count=164 240 188 141 302 242 243 71 57 403 95 205 226 144 393 111 106 144 165 224 46
internal_value=0 3.6187e-05 -6.53309e-05 -0.0013671 5.74356e-05 -3.94804e-05 9.05699e-05 -6.43474e-05 7.8393e-05 0.0002314 -7.03773e-05 0.000109788 -0.000245081 0.000230425 0.000718786 0.00123591 0.000160405 -0.000390773 0.000568072 0.00134901
internal_weight=0 0.025439 0.0242456 0.00208948 0.0221562 0.0210452 0.0195749 0.0179303 0.0167147 0.0155706 0.0119735 0.0109599 0.00852005 0.0066702 0.00554058 0.0035971 0.0043955 0.00312305 0.00259326 0.00243984
internal_count=3910 3670 3506 490 3016 2774 2531 2390 2333 1930 1505 1300 1028 884 491 425 420 309 330 272
is_linear=0
shrinkage=0.0044645


Tree=1277
num_leaves=18
num_cat=0
split_feature=11 401 3 159 160 457 156 1 2 2 13 43 52 2 3 52 12
split_gain=0.000144988 0.000182868 0.000156333 0.000180223 0.000178283 0.000182707 0.000181984 0.000185476 0.000233404 0.000342837 0.000175738 0.000316663 0.000198901 0.000170905 0.000226298 0.000164803 0.000209011
threshold=0.08184000000000001 0.083100000000000021 -0.14218999999999996 0.10519500000000001 -0.217635 -0.0034949999999999994 0.084090000000000012 0.088965000000000002 0.10393500000000001 0.096540000000000015 -0.0024749999999999993 -0.074254999999999988 0.024145000000000003 0.11230000000000001 0.090325000000000003 -0.081429999999999989 0.086935000000000012
decision_type=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 15 11 -9 13 14 -12 -7 -17
right_child=-2 -3 3 -5 5 6 -8 10 -10 -11 12 -13 -14 -15 -16 16 -18
leaf_value=0.0012324309710985463 -0.0011438603025562646 -0.0016351873674910009 -0.0012740073994763491 -0.0015721866707899901 -0.0010779845217657755 0.00099486769517148632 -0.00097397465259104648 0.0030839691019603965 -0.0015717610168232681 0.0019626094982695312 -0.00041219805264735789 0.00048074233688828884 0.0019764728699192473 -0.0013864977951723442 0.0017130344254063276 1.8271227358168633e-05 -0.0022131057769137082
leaf_weight=0.0019259983187187571 0.0017661324665351188 0.0010019418122817888 0.001404268865150409 0.0010899961244740233 0.001621232907602326 0.0012139300193713069 0.0015618341949686912 0.0013815127506391356 0.0012833836793902376 0.0015478870030220804 0.0019173561094309732 0.0017094509580859452 0.0010989596686545866 0.0010317140366938315 0.0014304321945299847 0.0019413249704805019 0.0010618024205408111
leaf_count=140 224 343 318 264 251 134 298 186 196 125 111 322 29 80 53 328 508
internal_value=0 5.62162e-05 0.000129197 2.94166e-05 0.000115818 0.000219626 0.000342082 0.000473692 -1.21994e-05 0.000334988 0.000873336 0.00164426 0.000438379 5.24215e-05 0.000495864 -0.000262437 -0.000770667
internal_weight=0 0.024223 0.0232211 0.0212951 0.0202051 0.0188008 0.0171796 0.0156178 0.00704833 0.00576494 0.00856943 0.00309096 0.00547846 0.0043795 0.00334779 0.00421706 0.00300313
internal_count=3910 3686 3343 3203 2939 2621 2370 2072 1291 1095 781 508 273 244 164 970 836
is_linear=0
shrinkage=0.00404364


Tree=1278
num_leaves=31
num_cat=0
split_feature=31 52 133 1213 453 1456 1 11 1374 16 52 14 4 0 43 4 484 2 2 150 13 16 3 4 1 0 2 2 1 124
split_gain=0.00121819 0.000904154 0.00101834 0.000785722 0.000822134 0.00072234 0.000695723 0.000708604 0.000518902 0.000555655 0.000514702 0.0010187 0.000621824 0.00113727 0.000801588 0.000541013 0.000521706 0.000545924 0.000667136 0.000521501 0.000603006 0.000721323 0.000424715 0.000444864 0.000435804 0.000804078 0.000406957 0.000387344 0.000397461 0.000497805
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.10097500000000002 -1.0000000180025095e-35 0.11368000000000002 0.088160000000000002 0.086000000000000007 -0.50585499999999983 -0.40891499999999997 0.077685000000000018 -1.0000000180025095e-35 -0.230625 -0.088734999999999994 0.26048500000000002 0.085815000000000016 0.10910500000000002 0.10362500000000001 0.086420000000000011 0.0034250000000000005 0.15737500000000001 -0.10628499999999998 -0.08422499999999998 0.085990000000000011 -0.083564999999999987 0.092745000000000008 0.14472000000000004 0.11899000000000001 0.51367000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -11 12 16 -14 -15 26 17 18 19 20 22 -22 -12 -24 25 -25 -16 28 -8 -30
right_child=1 2 3 4 -6 6 27 -9 -10 10 11 -13 13 14 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010929528216366473 -0.0011524571078257776 -0.0011687735485688766 -0.00079931063184837995 -0.00071501016769918611 -0.0010624607643160533 0.000595324401804298 0.00085902781234357311 -0.00082791130569576283 -0.00082868460167108394 0.00080085038368527559 0.001044790018295585 -0.0012639659660761257 0.0004858016378683912 0.00034302938215134303 -0.0012691940273216063 -5.8382163265157251e-05 0.00077843224952793338 0.00065674141954543883 -0.00091130877828284995 -0.00081655811346907311 -0.00083373933944797104 0.00037171684265449264 -0.00034967927323714736 -0.00076608298939971522 0.00077722282590597484 0.00065833260599861313 -0.00037562675052764665 0.0010574459011674891 2.3447301717591454e-05 0.0010039505574817092
leaf_weight=0.001569933165206038 0.0012456619535382565 0.0012984981326401015 0.0020211490663383227 0.0019841726215941149 0.00113947025315042 0.0030234408094345 0.0016547701137827886 0.0016606222022281783 0.001120060060789462 0.0013287006449607111 0.0012250638355908363 0.0010656009149982984 0.0025786259375308873 0.0014167745591796566 0.0027593989972533213 0.0013999646462323767 0.0020500148642690333 0.0023944549730150469 0.0012559467273458589 0.0010061669074481481 0.0019008229318862044 0.0014757556033657693 0.0017336420798423815 0.001174153854511353 0.0026486630859192672 0.0015242721154820216 0.0012346550139056278 0.001239845148665931 0.0063490823033856003 0.0010035680239894873
leaf_count=113 275 229 566 292 27 122 73 45 71 67 27 45 25 56 152 39 140 81 38 55 160 16 163 210 219 146 103 135 215 5
internal_value=0 -6.30976e-05 -3.73326e-05 -8.73217e-06 2.36478e-05 4.93195e-05 8.21284e-05 -2.57537e-06 3.73641e-05 6.65852e-05 1.36031e-05 -2.26615e-05 2.49559e-05 -0.000245917 -0.000522952 -0.000750408 0.000163264 8.60801e-05 -1.19101e-05 7.71148e-05 0.000154084 -0.000306887 0.000341484 0.000219802 0.000404441 3.85331e-05 -0.000992972 0.000379512 0.000286197 0.000157277
internal_weight=0 0.053913 0.0526674 0.0513689 0.0493477 0.0482082 0.0462241 0.0359768 0.0343162 0.0331961 0.0301727 0.028844 0.0277784 0.00938942 0.00681079 0.00539402 0.018389 0.0163389 0.0139445 0.0126885 0.0116824 0.00337658 0.00830579 0.00708073 0.00534709 0.00269843 0.00399405 0.0102473 0.00900742 0.00735265
internal_count=3910 3797 3522 3293 2727 2700 2408 1980 1935 1864 1742 1675 1630 375 350 294 1255 1115 1034 996 941 176 765 738 575 356 255 428 293 220
is_linear=0
shrinkage=0.00129368


Tree=1279
num_leaves=21
num_cat=0
split_feature=14 52 157 124 12 43 42 123 160 42 151 49 4 4 1 2 1 1 3 0
split_gain=0.000139543 0.000152971 0.000182686 0.000190575 0.00028613 0.000360697 0.000177122 0.000235346 0.000280064 0.000239857 0.000162474 0.000280524 0.000235089 0.000277129 0.000157698 0.000137911 0.000130895 0.000125651 9.89227e-05 0.000118998
threshold=0.073890000000000011 -0.40083499999999994 -0.077534999999999979 0.10385500000000002 0.11655500000000001 -0.15109999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.091590000000000019 -0.0088999999999999982 -0.04881499999999999 0.25367000000000006 -0.0025899999999999994 0.095575000000000007 0.11290500000000002 0.089370000000000019 0.089825000000000002 -0.082139999999999977 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 5 16 -7 8 15 10 11 -10 13 18 -15 -8 -4 -3 -12 -20
right_child=-2 2 3 -5 -6 6 7 -9 9 -11 12 -13 -14 14 -16 -17 -18 -19 19 -21
leaf_value=-0.001517442563416953 -0.0018898445882644819 0.000412390918638109 0.00090484285991130015 0.0021001201456815302 -0.0027986902270003499 -0.0018551305338692426 -0.0027766800718826978 0.0022954447124354151 0.00068407861801124804 -0.0020819685097258336 0.0027052731675288669 -0.0029164937263153495 0.0026525234346251978 -0.0021429569613756112 0.00037738985380700172 -0.00030636684957586146 0.0032644820742772709 0.0029520817368508469 0.0020294874092135476 -0.00045545577173890418
leaf_weight=0.0015982243075191018 0.0010596788520182967 0.0011280006060324357 0.0017125295795710196 0.0011285817651535126 0.0010268545100775564 0.0017036177825310991 0.0015727148248237408 0.0010644544743455562 0.00145037539022419 0.0012182958906064032 0.0010159342662503477 0.0010004988933594045 0.0014546919497469002 0.0013986240894794406 0.0013207589061856595 0.0010190291190357303 0.0010302155722814454 0.0010105681787957455 0.0010001494708491397 0.0011153094175275803
leaf_count=389 135 233 149 43 142 696 553 226 67 353 113 107 100 108 30 80 67 111 112 96
internal_value=0 4.82151e-05 0.000155282 8.50857e-06 -0.000108908 3.58727e-05 -0.00025886 -7.29902e-05 -0.000258824 0.000106411 0.000379678 -0.000785751 0.000770663 0.000302771 -0.000918867 -0.0018054 0.00179116 0.00161251 0.00136367 0.000719379
internal_weight=0 0.0249694 0.0233712 0.0212326 0.0201041 0.0190772 0.0163345 0.0146308 0.0135664 0.0109746 0.00975634 0.00245087 0.00730547 0.00585078 0.00271938 0.00259174 0.00274275 0.00213857 0.00313139 0.00211546
internal_count=3910 3775 3386 3042 2999 2857 2641 1945 1719 1086 733 174 559 459 138 633 216 344 321 208
is_linear=0
shrinkage=0.00523088


Tree=1280
num_leaves=20
num_cat=0
split_feature=11 16 3 403 403 1 2 3 16 16 4 4 12 15 0 0 15 13 52
split_gain=0.000132259 0.000218346 0.000155391 0.000164146 0.000257712 0.000204036 0.000280361 0.000335546 0.000252736 0.000340406 0.000254873 0.000199871 0.000294369 0.000343739 0.000207703 0.000269862 0.000136036 0.000108482 6.35286e-05
threshold=0.079700000000000007 -0.069144999999999984 -0.15464999999999998 0.088015000000000024 0.03138500000000001 0.094385000000000011 0.086875000000000022 0.076695000000000013 -0.092014999999999986 -0.0060199999999999993 0.0082450000000000006 0.053925000000000008 0.10333000000000002 -0.13823999999999997 -0.099864999999999995 -0.15291499999999997 -0.038029999999999987 -0.074599999999999986 -0.087094999999999992
decision_type=2 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 10 -10 -8 14 13 -13 15 -7 -15 18 -11
right_child=1 -3 3 -5 -6 11 8 -9 9 17 -12 12 -14 16 -16 -17 -18 -19 -20
leaf_value=0.0016664593450415341 0.00039212471265521949 -0.0027056417756951921 -0.0032332698362401006 -0.0019208325689780538 0.0023821136609393444 0.00083218107845040024 0.002798352700858887 0.00028652632249231692 -0.0030935250696047024 0.0014100594269614393 -0.00018131705003891129 0.00083407287815423145 0.0021603115483774704 -0.0028868636681352476 -4.1333195219758919e-06 0.0040570544442866448 -0.00069731215913304697 -0.0011576912220691768 -0.00021704789986974889
leaf_weight=0.0013561632653555913 0.0010469451177672617 0.0010790074432185373 0.0016455429494086765 0.0010110939996968707 0.0010709218972586856 0.0015334344484010387 0.0011851207925775951 0.0010274210274094919 0.0010963250336526141 0.0011646452386228079 0.0015435714966484104 0.0019807444786639899 0.0010358776450649643 0.0013682285638961789 0.0019081398583300491 0.0010019349468093353 0.0012850174868423991 0.0012315524509354317 0.0010800717872985199
leaf_count=92 92 162 842 331 113 37 98 65 523 133 182 246 43 122 348 92 44 265 80
internal_value=0 -0.00118012 7.85057e-05 -1.86328e-05 7.22668e-05 -5.08769e-05 -0.0005413 -0.00188035 -5.1082e-05 -0.000745632 0.00111281 0.0004328 -0.000168618 -0.000689225 0.0012002 0.0021066 -0.00182642 -5.16812e-06 0.000627158
internal_weight=0 0.00212595 0.0235258 0.0221696 0.0211586 0.0200876 0.00997425 0.00267296 0.00730129 0.00457259 0.00272869 0.0101134 0.00566987 0.00463399 0.00444351 0.00253537 0.00265325 0.00347627 0.00224472
internal_count=3910 254 3656 3564 3233 3120 2188 907 1281 1001 280 932 455 412 477 129 166 478 213
is_linear=0
shrinkage=0.00483252


Tree=1281
num_leaves=31
num_cat=0
split_feature=31 156 151 1348 14 1456 1213 133 1429 4 1374 11 1 1 38 13 40 16 1 49 0 151 3 43 2 42 43 394 42 160
split_gain=0.00104847 0.000939656 0.000941527 0.00104459 0.0010088 0.000939377 0.00085178 0.000735116 0.000687275 0.000822641 0.000718182 0.000691685 0.000664075 0.00082054 0.00068552 0.000901703 0.000727963 0.00125053 0.000520115 0.000722018 0.000511079 0.000597817 0.000502178 0.000473417 0.000459107 0.000432234 0.000503073 0.000607115 0.000942452 0.000370859
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.082704999999999987 -0.26719999999999994 -1.0000000180025095e-35 0.50657000000000008 0.089520000000000016 0.088315000000000018 0.099595000000000017 0.09112000000000002 0.10657000000000001 -0.060719999999999989 0.028705000000000001 0.15737500000000001 0.11215000000000001 0.13239500000000001 -0.23029999999999998 -0.090064999999999992 0.11265500000000002 -0.075819999999999985 0.097940000000000013 -0.09602999999999999 -0.17307499999999998 -0.081859999999999988 -1.0000000180025095e-35 -0.091109999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 13 20 15 23 17 18 -17 22 -10 -22 -20 -14 -15 -23 -27 -28 -29 -30
right_child=1 2 3 -5 -6 6 7 8 9 -11 -12 -13 14 24 -16 16 -18 -19 19 -21 21 25 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0012228204550926657 -0.0014283835678629952 -0.0014038191224404455 -0.0010143599740442921 0.001372931490495241 -0.0012100888411979414 -0.0012342777995670421 -0.0010494646755964307 -0.00097363603255924301 0.00095382968677488534 0.0013875832490838817 -0.0010380872925802454 -0.00076149077940630119 0.00025778138278898541 -0.00099018118737410291 -0.00069855392573678311 0.00091131507774233991 0.0012220067681605635 -0.0012208858029374812 0.00015609143069772805 0.0010362649435494988 -0.00098909992884237542 -0.00072190855388241481 -0.0011242096556670364 0.00135017288937253 0.00011336894539528544 0.00072428198692236448 0.0010739243844785963 -0.0011521553294986915 -0.00065743125427992729 0.00019242820842229363
leaf_weight=0.0013273916820799583 0.0010078930173080805 0.0010061880511296186 0.0018040474692548871 0.0010926089806133623 0.0014564046219076579 0.0010516565959911564 0.0011734890446788429 0.0011918550735312552 0.0014394443328455816 0.0010290889048606413 0.001111035123462222 0.0017155421988235267 0.0011033276400649328 0.0022855711261868797 0.0010277145644863603 0.0020911705339310416 0.0013017679268578775 0.0012734344722389324 0.0014650892338394783 0.0010102927753905533 0.0010263325736679088 0.0011443655712746184 0.0010900148954249289 0.0030377023452428107 0.0011591662385548318 0.0029383562286131549 0.0011561904979364721 0.001319082193419586 0.001151185354147378 0.011634588807317176
leaf_count=113 197 65 305 42 118 318 204 128 18 155 60 61 62 190 22 97 17 50 42 16 100 136 18 128 32 63 78 283 147 645
internal_value=0 -6.26112e-05 -3.57708e-05 -8.39415e-06 -3.90775e-05 -3.34706e-06 3.63659e-05 6.61432e-05 9.60994e-05 0.000126091 9.47956e-05 0.000125974 0.00016536 2.89878e-05 0.000422365 0.000515471 0.000241987 5.78948e-05 0.00034578 1.40836e-05 0.000131309 7.31856e-05 -0.000390089 0.00105912 -0.000618833 0.000129548 0.000183087 7.88852e-05 -2.6792e-06 0.00011591
internal_weight=0 0.0522946 0.0512867 0.0502805 0.0491879 0.0477315 0.0459275 0.0448758 0.0437023 0.0425105 0.0414814 0.0403703 0.0386548 0.0252543 0.0134005 0.0123728 0.00823177 0.00693 0.00565657 0.0035654 0.0218095 0.0203701 0.0025551 0.00414103 0.00344474 0.0193438 0.0181994 0.015261 0.0141049 0.0127858
internal_count=3910 3797 3600 3535 3493 3375 3070 2752 2548 2420 2265 2205 2144 1692 452 430 240 223 173 76 1470 1452 60 190 222 1352 1216 1153 1075 792
is_linear=0
shrinkage=0.00142833


Tree=1282
num_leaves=31
num_cat=0
split_feature=31 156 151 4 1348 14 11 1213 1456 1213 4 159 2 12 1 42 151 15 16 1375 16 47 14 47 42 42 2 12 4 42
split_gain=0.00106611 0.000987281 0.000985893 0.00105202 0.000845914 0.00108313 0.000956215 0.000749285 0.000783569 0.00059333 0.000644521 0.000679114 0.000714271 0.00105927 0.000671176 0.000599324 0.000558234 0.000796415 0.000518906 0.000598762 0.000441745 0.000704352 0.000695468 0.000424565 0.000511456 0.000539897 0.000518101 0.000657552 0.000531263 0.000789372
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.084620000000000015 0.077685000000000018 0.08184000000000001 -0.081334999999999977 -1.0000000180025095e-35 0.041025000000000006 -0.029114999999999999 -0.21685999999999997 0.089910000000000004 0.10333000000000002 0.085110000000000005 0.088235000000000022 -0.080994999999999998 -0.017214999999999998 -0.17157499999999998 -0.43271999999999994 -0.53943499999999989 0.096475000000000019 -0.46879999999999994 0.084695000000000006 0.091330000000000008 0.060615000000000009 0.11290500000000002 -1.0000000180025095e-35 -0.08422499999999998 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 -12 13 16 15 -14 -13 -18 -16 -20 -5 22 -22 24 25 26 27 -10 -29 -30
right_child=1 2 3 20 -6 -7 -8 8 9 -11 11 12 14 -15 18 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012739698788253623 -0.0015770500255940913 -0.0015512815567250988 -0.0012513299490224533 0.0013259898747773615 0.0011122472303343048 -0.0014558255104095328 -0.0015770606752356529 -0.0011473095829710668 0.00095428118130444712 -0.00097860628499838137 0.0011455950195734704 4.7631112935856351e-05 -0.00085084074132768658 0.0005074418744386766 -0.00032454786618375049 0.00039246714712607502 -0.0014347998494954285 -0.00020221459372729721 -0.00024973123014936864 0.0010498455610161337 -0.0003695082580045878 -0.00063982970873373074 0.0010693704053350832 0.00098181998073425822 -0.00064181304194087013 0.0010771224913655221 0.00096461964891314967 -0.00061595936757027729 0.0013572982906238922 -0.00037028946874795993
leaf_weight=0.0014881140437542619 0.0010725346709863351 0.001063419791857533 0.0012693720195086069 0.0014520889493341294 0.0013699883007234339 0.0015157609847191713 0.001059444116542351 0.0014749569905253548 0.0014568412431117429 0.0014103748375067218 0.0010089453519090954 0.0016025881378383122 0.0025874421555870386 0.0020473613316257522 0.0016485879953052063 0.0015368905262347354 0.0037389212316517595 0.0020015219173030799 0.0011962031045271715 0.0033530998557216307 0.0011567020325387034 0.0013535588646060859 0.0030072292911251788 0.0020368774372419027 0.0015527815807891985 0.001956190330450803 0.001672484492615923 0.0036348447001053365 0.001075678933351476 0.0016929039097463988
leaf_count=113 197 65 370 77 52 112 94 258 20 326 54 139 209 33 23 126 209 86 6 130 42 32 246 71 251 131 48 199 34 157
internal_value=0 -7.94226e-05 -4.84933e-05 -1.70778e-05 -0.000107439 -0.000146728 -9.83476e-05 -5.91381e-05 -2.00191e-05 2.46646e-05 6.41892e-05 -0.000116309 -0.000180897 -0.000495623 0.000105417 -0.000387535 -0.000775294 -0.00100503 0.000433448 0.000708132 0.000552091 0.000348416 0.000669663 0.000312237 0.00020766 0.00032247 0.00016761 -1.97548e-06 -0.000219533 0.000300931
internal_weight=0 0.0530056 0.0519331 0.0508696 0.0439001 0.0425301 0.0410143 0.0399549 0.0386855 0.0372105 0.0358002 0.0207216 0.0197126 0.00939039 0.0103222 0.00412433 0.00734303 0.00574044 0.00619789 0.0045493 0.00696958 0.00551749 0.00416393 0.0150786 0.0130417 0.0114889 0.00953275 0.00786027 0.00640343 0.00276858
internal_count=3910 3797 3600 3535 3138 3086 2974 2880 2510 2252 1926 1015 961 467 494 335 434 295 159 136 397 320 288 911 840 589 458 410 390 191
is_linear=0
shrinkage=0.00157699


Tree=1283
num_leaves=31
num_cat=0
split_feature=31 52 133 160 2 123 13 13 133 40 42 41 484 1 1 15 0 0 43 48 14 1 48 3 15 15 3 3 43 133
split_gain=0.000953359 0.000755185 0.000781545 0.000544859 0.000545428 0.000788495 0.000590471 0.000586393 0.000575607 0.00053472 0.00086638 0.000609458 0.000593889 0.000547842 0.000806645 0.000444222 0.00041068 0.000587581 0.000602792 0.000382519 0.000428481 0.000549864 0.000353445 0.00034403 0.000329245 0.000319064 0.000317572 0.000503111 0.000479757 0.000925589
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 0.099015000000000006 0.086020000000000013 -0.52445999999999982 -0.40944499999999995 0.095090000000000022 0.028705000000000001 -0.10770999999999999 0.078535000000000008 -0.0043499999999999988 0.10031000000000002 0.09112000000000002 0.10363000000000001 -0.23029999999999998 -0.084304999999999977 -1.0000000180025095e-35 0.12649500000000002 -0.46637499999999993 0.10937500000000001 0.084500000000000006 -0.073984999999999981 0.05377500000000001 1.0000000180025095e-35 -0.089974999999999986 -0.11266 -0.091114999999999988 -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 -2 -3 -4 9 6 -6 -8 15 10 -5 12 -12 14 16 19 -14 18 -18 20 -9 25 24 -15 -20 -22 27 -19 -28 -30
right_child=1 2 3 4 5 -7 7 8 -10 -11 11 -13 13 23 -16 -17 17 26 22 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.001201120715475176 -0.00131622650506687 -0.0013027938775358374 -0.00091303741445360491 -0.0012220615516032834 -0.00087479183548493805 0.0013689996605345434 0.0011273621224097659 -0.00041885636438512185 -0.00095622771996504193 0.00074756770369639313 -0.0009946785555406323 -0.0011222598169178296 0.00077207930660921735 0.00084824226652376218 -0.0010131345769414774 -0.0005385712586933294 -0.0010090676845877365 0.00050572161806573693 0.00076594528584791627 -0.00030873622312240954 0.00051343071680463035 0.0012117136956779052 -0.00073622109510754674 -9.118777430108971e-05 -0.00028649116842351249 -0.00037183393418447589 0.0012431895712895756 -0.0008722997201402984 0.001016113774357473 -0.00059510602744832007
leaf_weight=0.0013409066461759203 0.0010493531924485868 0.0010581711691043929 0.0014282130353290281 0.0016116536741200274 0.0011752049310302928 0.0012407193503076721 0.0014196814137896743 0.001087539240302254 0.0010094565446265866 0.0014906085390649073 0.0013369253159973274 0.0012049398110463008 0.0014692818037929005 0.0025548261692325269 0.0018575260517987848 0.0015151595593234654 0.0022300069976172151 0.0011407962603868782 0.0013754581904468158 0.0017558233891916694 0.0041697860030689409 0.0021598947441647809 0.0011099878370800509 0.0012982954716636011 0.0012556741161633411 0.001146188232297618 0.0012791039032009621 0.0012010294476993977 0.0014896222771643153 0.0016700476403124402
leaf_count=113 275 229 290 135 20 132 59 31 134 32 397 73 27 63 186 94 434 24 32 48 216 118 30 90 68 23 39 144 52 302
internal_value=0 -7.01083e-05 -4.08823e-05 -1.03142e-05 2.01975e-05 0.000229262 0.000137668 0.000221086 0.000120912 -0.000116145 -0.0001696 -9.4124e-05 -3.58765e-05 2.84356e-05 -9.21697e-05 0.000212791 2.81253e-05 -5.75947e-05 -0.000397519 0.000323112 0.000452665 0.000579448 -3.29875e-05 0.000531705 0.000263683 0.000322557 0.00024175 -0.000201011 0.000475343 0.000164501
internal_weight=0 0.045791 0.0447416 0.0436834 0.0422552 0.0166795 0.0154387 0.0142635 0.0128438 0.0255758 0.0240852 0.0224735 0.0212686 0.0199317 0.0160785 0.0118344 0.014221 0.0127517 0.00597113 0.0103192 0.00856341 0.00747587 0.00374112 0.00385312 0.00263113 0.00531597 0.0067806 0.00234183 0.00443877 0.00315967
internal_count=3910 3797 3522 3293 3003 875 743 723 664 2128 2096 1961 1888 1491 1338 530 1152 1125 564 436 388 357 130 153 100 239 561 168 393 354
is_linear=0
shrinkage=0.00148603


Tree=1284
num_leaves=22
num_cat=0
split_feature=44 40 42 39 50 48 15 3 133 52 160 160 13 16 12 1 42 16 3 12 474
split_gain=0.000135254 0.000205671 0.000434328 0.000249368 0.00041547 0.000297354 0.000348974 0.000198719 0.000303253 0.000234469 0.000198219 0.000207883 0.000437111 0.000209959 0.000213864 0.000216006 0.000187105 0.000249174 0.00017863 0.000100704 6.38625e-05
threshold=1.0000000180025095e-35 0.053870000000000008 -0.10770999999999999 0.085220000000000004 0.10119500000000002 0.11930500000000001 -0.24219999999999997 0.10420500000000001 0.091545000000000015 -0.0093349999999999978 0.097500000000000017 -1.0000000180025095e-35 -0.028919999999999998 -0.110495 0.093225000000000016 0.089075000000000015 0.085195000000000007 -0.083564999999999987 -0.077689999999999995 0.09112000000000002 0.082665000000000002
decision_type=2 2 2 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 -9 11 12 -8 18 15 16 17 -15 -13 -11 -14
right_child=-2 -3 3 -5 -6 -7 7 9 -10 19 -12 13 20 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0028278979448730897 -0.0016587875459502044 0.0018768218280476303 0.0028876284763672874 0.0021582196640424272 -0.0030007175032845234 -0.0021114537285181413 -0.0032875337002547895 0.0028026257627889613 -0.0024712462467068462 -0.00078428254982034992 -0.0019309568716580196 0.0024513324032094169 -0.00038685442710536389 0.0017636523690447109 -0.0017176498001138171 -0.0011555896478753942 0.0024292510167458338 -0.0013604066122993052 0.00015893190090074212 0.0012833070273449983 0.0012962228110841574
leaf_weight=0.0012051108368734955 0.0010929616652077803 0.0013026774895805717 0.0010747931869706717 0.001238286454409431 0.0010060543815088576 0.0012597719447058333 0.0010668070608134683 0.0012237720219516746 0.0011434901266751127 0.001112724272636533 0.0010278187903684519 0.001973338366123456 0.0010056983884088331 0.0011800240510211847 0.0012053327016127297 0.0013035787654973596 0.0014314656883551158 0.0011141692023483186 0.0012439794239218439 0.0010075629854934265 0.0010185435016237809
leaf_count=234 71 92 134 305 386 76 444 86 517 66 170 91 87 175 275 143 178 225 51 20 84
internal_value=0 4.37038e-05 -5.64526e-05 9.10876e-05 -2.85306e-05 0.000118098 0.000264898 0.000108798 -0.000128134 0.00115132 6.93002e-05 0.000233209 -0.000833362 0.00058201 7.47569e-05 0.000504334 0.00108513 0.000246461 0.00156497 0.000198238 0.000460024
internal_weight=0 0.025145 0.0238423 0.0226372 0.0213989 0.0203929 0.0191331 0.0180583 0.0147142 0.00334406 0.0135708 0.0125429 0.00309105 0.00945189 0.00623457 0.00502924 0.00372566 0.00229419 0.00321732 0.00212029 0.00202424
internal_count=3910 3839 3747 3513 3208 2822 2746 2612 2440 172 1923 1753 615 1138 996 721 578 400 142 86 171
is_linear=0
shrinkage=0.00473777


Tree=1285
num_leaves=31
num_cat=0
split_feature=31 156 133 453 1213 1429 4 1374 483 150 160 4 11 15 128 158 151 151 133 43 48 42 394 15 43 42 4 2 15 13
split_gain=0.0010714 0.000990594 0.00079144 0.000813016 0.000740717 0.000734002 0.000979793 0.000653513 0.000563244 0.000691519 0.000680612 0.000620698 0.000864951 0.000712062 0.000687533 0.000939885 0.00060952 0.000515861 0.0005385 0.000453391 0.000642445 0.000794659 0.00064949 0.000467487 0.000560476 0.000672987 0.000700723 0.000407522 0.000375118 0.000354374
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 0.10097500000000002 -0.082704999999999987 -1.0000000180025095e-35 0.50657000000000008 0.090240000000000015 0.088030000000000011 -0.23067999999999997 -0.217635 0.25367000000000006 0.088315000000000018 -0.095799999999999982 0.086435000000000012 0.086205000000000018 -0.051109999999999996 -0.083919999999999981 0.10681500000000001 0.070805000000000021 0.085575000000000012 0.095385000000000011 -0.082514999999999991 -0.017214999999999998 -0.27619499999999997 -1.0000000180025095e-35 -0.16401499999999997 0.10113500000000002 -0.14487999999999998 -0.074599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -11 13 28 16 15 17 -12 -15 19 20 21 22 -19 -24 -25 -26 -27 -18 -13 -22
right_child=1 2 3 -5 5 6 -8 -9 -10 10 11 12 -14 14 -16 -17 27 18 -20 -21 29 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0011578259111258086 -0.001345994537212783 -0.0010883611571689078 -0.0011119693219932402 -0.0011410585234583673 -0.00095807099844160369 0.0011723067779172184 0.0013168502826866593 -0.00093286269409104138 -0.00065107601410894112 -0.00076019281530367801 0.00025175615293774223 0.0012448682198328376 -0.00054315498622430753 -0.00048994374264664466 -0.00094069995819772855 -0.0010267410164078266 -0.0013032688785158495 0.00095137867703949197 -0.00038737073211594171 0.00079227367616415258 0.0011440864680474258 0.00090375199939525975 -0.00092953013426776165 0.00078418203797829154 -0.0011027144735860201 -0.00081714968656381598 0.00023108417821111481 -0.00022192392855675789 0.00044620849110278514 0.0003958871434355797
leaf_weight=0.0013335064357958828 0.0010695406277194666 0.0012621870077840205 0.0010257291239944557 0.0011209369799303195 0.0012847370391176885 0.001068054927600314 0.0011198609427800479 0.0012116324285136306 0.0018743154647672391 0.0016924491021873536 0.0013209990644043046 0.0019342969762112805 0.0010779648007996911 0.0017561445604594708 0.0010700086123396338 0.0011567605816612528 0.0015721981184661496 0.0010758167470370514 0.0020825489918341314 0.0032539653355225786 0.0017506422683770673 0.0018687055553074936 0.0012211123666929719 0.0012765757017731945 0.0012049290870865823 0.0014971612180474242 0.0050589905717020271 0.0010550364689372316 0.0023715545678912866 0.0033246120963141826
leaf_count=113 197 232 345 27 146 13 155 67 221 248 62 80 25 193 128 150 122 67 310 54 54 62 93 13 158 70 263 38 123 81
internal_value=0 -6.47031e-05 -3.64999e-05 -8.44773e-06 1.90284e-05 4.47051e-05 7.40538e-05 4.15182e-05 6.99218e-05 0.00010397 7.44262e-05 0.000112676 0.000535057 4.059e-05 0.000117075 0.00015974 -0.000494035 0.000213836 0.000266173 0.000329381 0.000246977 9.05318e-05 -4.35418e-05 -0.000147877 -4.22651e-05 -0.000178203 -8.29025e-06 -0.000869026 0.000804987 0.000653969
internal_weight=0 0.0496595 0.0485899 0.0473277 0.0462068 0.0451811 0.0438963 0.0427765 0.0415648 0.0396905 0.0386225 0.03693 0.00538382 0.0315462 0.027598 0.026528 0.00394823 0.0253712 0.0236151 0.0215325 0.0182785 0.0132033 0.0113346 0.0102588 0.00903766 0.00776108 0.00655615 0.00262723 0.00430585 0.00507525
internal_count=3910 3797 3600 3368 3341 2996 2850 2695 2628 2407 2394 2146 228 1918 1696 1568 222 1418 1225 915 861 726 664 597 504 491 333 160 203 135
is_linear=0
shrinkage=0.00134594


Tree=1286
num_leaves=20
num_cat=0
split_feature=14 52 51 1 42 157 12 43 42 2 16 4 4 0 16 2 151 15 4
split_gain=0.000147311 0.000134192 0.000178964 0.000188583 0.000205607 0.000198537 0.00018862 0.000395733 0.000218824 0.000259911 0.000363527 0.000245681 0.000185451 0.000177492 0.000188398 0.000294156 0.000150967 0.000146966 7.77698e-05
threshold=0.073890000000000011 -0.40083499999999994 -0.09021499999999999 0.11235500000000002 -0.090359999999999982 -1.0000000180025095e-35 0.099370000000000014 -0.15109999999999998 0.090930000000000011 0.089910000000000004 -0.089864999999999987 -0.077679999999999985 1.0000000180025095e-35 -0.18087499999999998 -0.063614999999999991 0.11362000000000001 -0.0088999999999999982 -0.017214999999999998 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 -4 -6 7 -7 9 10 -9 -12 18 -5 15 -15 -14 -3 -11
right_child=-2 2 3 13 5 6 -8 8 -10 12 11 -13 16 14 -16 -17 -18 -19 -20
leaf_value=-0.0011808102107394708 -0.0016106305219171706 7.3053302036931334e-05 -0.0020127572824716637 -0.00075181103133832757 -0.0016936374142195718 0.0024092729812861605 -0.0014037031830104521 -0.002213280070652226 -0.0018636482795005413 0.00080463996562576295 0.0018017080801132103 -0.00083196320418846628 -0.0012245156566288644 0.00060615561337574932 -0.00025305044611207518 0.0037104849571112453 0.0008672782572353273 0.0021475731162987131 0.0023865091210560387
leaf_weight=0.0016043598198304245 0.0010754621917083975 0.0012024919182497262 0.0011514043472908289 0.0011027015266922291 0.0013523143763800602 0.0014278686694124696 0.0014938631376474202 0.0016804364698738685 0.0011317619215003303 0.001036059710809667 0.0012513864177726005 0.0014824082540061418 0.0010756275328767106 0.0013487006844675464 0.0010783429138461189 0.0010324101226179272 0.0017146623063151178 0.0014348956388803005 0.0013999282794239232
leaf_count=389 135 189 325 64 284 69 244 250 416 33 341 279 63 134 125 169 144 119 138
internal_value=0 4.37601e-05 0.000127729 -8.71257e-06 -0.000230109 -9.36934e-05 6.43047e-05 0.000244057 -4.29432e-05 0.000170801 -0.000611194 0.000373592 0.000831292 0.000777345 0.00126476 0.00195214 6.09136e-05 0.00120172 0.00171372
internal_weight=0 0.0250016 0.0233973 0.0207599 0.0161977 0.0150463 0.013694 0.0122001 0.0107723 0.00964051 0.00441423 0.00273379 0.00522628 0.00456216 0.00345945 0.00238111 0.00279029 0.00263739 0.00243599
internal_count=3910 3775 3386 3078 2586 2261 1977 1733 1664 1248 870 620 378 492 428 303 207 308 171
is_linear=0
shrinkage=0.00437696


Tree=1287
num_leaves=31
num_cat=0
split_feature=52 133 453 1213 1456 457 31 133 376 16 376 4 14 1374 1456 403 38 1 52 15 403 1 49 151 3 403 47 4 43 150
split_gain=0.00113132 0.00126236 0.00120876 0.00127148 0.000972747 0.00100768 0.000856239 0.000770744 0.000962718 0.00106605 0.00123177 0.00116039 0.000814937 0.000857051 0.000766758 0.000762518 0.000734506 0.00081188 0.0010382 0.000920952 0.000914583 0.000988002 0.000787127 0.00199775 0.000704655 0.00050119 0.000492377 0.000441048 0.000439594 0.00043086
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51789000000000007 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.41476000000000007 0.088415000000000007 -0.49837999999999999 0.077685000000000018 0.09309000000000002 1.0000000180025095e-35 -0.082179999999999989 0.12641000000000005 0.11235500000000002 0.11588000000000002 -0.094119999999999995 0.087440000000000004 0.11167500000000001 -0.085974999999999982 0.083140000000000006 0.092005000000000017 -0.082404999999999992 0.090655000000000013 -0.0070149999999999995 -0.24333999999999997 0.08882000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 6 -6 -8 9 10 11 -9 13 14 15 -13 17 18 20 -20 21 22 23 -17 26 -3 29 -5 -19 -24
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12 12 -14 -15 -16 16 -18 28 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012320509697033471 -0.0012066749498635706 -0.00013174961639857461 -0.001195925517606618 -0.0013460392508477846 0.0013462565280943028 -0.0011576046164034606 0.0010868994194264006 -0.00097682475792863115 -0.00096012609996274094 0.00086125910813189511 0.0013463982303566204 -0.00096141777969397822 -0.001070283985607498 -0.0010010648267758393 -0.00080457790720450879 -0.0010568366866661326 -0.00079827673493929887 -5.742785065190958e-05 0.00030208160682106605 -0.001346074263513831 -0.00095392636967853541 -0.00077776843845932795 0.0005052533821614314 0.00093223114003228367 0.00097220730750107668 -0.0013460081058643324 -0.00037342054570173246 -0.00012840820203874486 0.00082766830850589438 -0.00038926114018189291
leaf_weight=0.0013993512731991222 0.0015497592190149559 0.0010153291792881491 0.0014348520467137851 0.0011682786543971702 0.0010838829363934979 0.0010690489034459452 0.0015010598752489548 0.0019267644819236226 0.0014829185089837429 0.0034521057292238302 0.0013568892972246607 0.001000673084222913 0.001063131924280202 0.0011892726632840569 0.0014384275596492904 0.0021066421603279642 0.0012154854152868202 0.0012314123411556466 0.0010515587636241719 0.0014766107503185735 0.0011011840936658848 0.0014439334894049685 0.011649535733845098 0.0016167546898699925 0.0041673397313317642 0.0015648805961417369 0.001548848531671255 0.0010003271062988253 0.0058256331459831659 0.0010646158530178704
leaf_count=275 229 191 36 154 112 17 42 69 27 96 29 402 66 57 237 46 21 12 31 171 89 17 412 35 69 375 82 138 272 101
internal_value=0 -7.77425e-06 2.41243e-05 5.49378e-05 9.88573e-05 0.000135647 0.000162758 0.000137057 0.000107605 0.000141346 8.4181e-05 4.35168e-05 9.24321e-05 0.000124024 0.000159292 0.000197277 0.000229939 0.000266393 0.000160945 -0.000660546 0.000245032 0.000300982 0.000371292 -0.000193154 0.000485325 -0.00086819 0.000343068 -0.000784375 0.000673224 0.000430351
internal_weight=0 0.0597972 0.0582474 0.0568125 0.0542323 0.0520637 0.0509947 0.0499108 0.0484097 0.0469268 0.0434747 0.0421178 0.0401911 0.0391279 0.0379387 0.0365002 0.0354996 0.0342841 0.027227 0.00252817 0.0246989 0.0235977 0.0221537 0.0037234 0.0184303 0.00258021 0.014263 0.00216861 0.00705705 0.0127142
internal_count=3910 3635 3406 3370 2804 2512 2495 2383 2341 2314 2218 2189 2120 2054 1997 1760 1358 1337 1053 202 851 762 745 81 664 566 595 292 284 513
is_linear=0
shrinkage=0.00134594


Tree=1288
num_leaves=31
num_cat=0
split_feature=52 133 1213 1456 453 31 1374 1 11 52 15 52 4 0 2 0 13 13 15 15 0 475 2 16 43 14 15 2 2 49
split_gain=0.000938761 0.00100606 0.000936574 0.000937751 0.000906701 0.000873688 0.000597927 0.000628388 0.000825808 0.0005689 0.00102893 0.0007707 0.00121625 0.000996708 0.000869954 0.000655599 0.000609727 0.000567272 0.000630735 0.000871855 0.000700131 0.000671527 0.000982329 0.000557705 0.000486554 0.000556574 0.000476583 0.000383277 0.000611295 0.000501187
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089535000000000017 -1.0000000180025095e-35 0.09309000000000002 0.11368000000000002 0.088160000000000002 0.11401500000000002 -0.035939999999999993 0.10701500000000001 -0.49837999999999999 -0.077944999999999987 -1.0000000180025095e-35 -0.082994999999999985 -0.0016149999999999999 0.0024700000000000004 -0.0071449999999999994 1.0000000180025095e-35 -0.084304999999999977 -1.0000000180025095e-35 0.086915000000000006 -0.15168999999999996 -0.24333999999999997 -0.10523499999999998 0.091435000000000002 0.097940000000000013 0.113945 -0.047894999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 -11 12 -7 14 -14 17 -15 18 21 -20 23 -16 -23 -21 -9 -26 -18 29 -29 -24
right_child=1 2 3 4 -6 6 -8 24 -10 10 -12 -13 13 16 15 -17 26 -19 19 20 -22 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=-0.001232842056120054 -0.0012351028559660286 -0.00085501870340108524 -0.00083683128718992734 0.0013731258688326391 -0.0010089228346819605 -0.00093786057674088931 -0.0008800384608018204 -0.00013534017254488109 -0.0009231386944314455 0.00029144427563194118 -0.0012200116165221519 0.001316636449542681 -0.0012014560335688836 0.0009001308855663149 -0.00088299026479597643 -0.00091140785635683173 -0.00022437335225870608 -0.00077801147622071434 0.0013681976917945984 0.00036516543514557211 0.00085717519312179845 -0.00080548137909616834 0.00042998347767479446 -0.0008446090103068016 -1.6680427197272479e-06 0.00084272024623022646 0.0008561238797453731 0.0011135611000141321 -0.00013108351685192765 -0.00063150740298775938
leaf_weight=0.0011912787926582338 0.0012174012874304188 0.0021771377337011502 0.0020885557586458594 0.0010480982575364886 0.0013462181188330638 0.0019530515046071095 0.0011316590824641528 0.0021197963562826772 0.0015786622187778923 0.0017504718346981196 0.0016481326172290691 0.0010317736297551497 0.001045518437649654 0.0048069307942877337 0.0014072125284267942 0.0011696416039004348 0.0022660049342482398 0.0011629857293828918 0.0017646910297219832 0.0015617559368479306 0.0020532721089736583 0.0016759341417480408 0.0023953923525823458 0.0013296948252996543 0.002028289617151513 0.0053573418274091011 0.001164914022135477 0.0022382422193949481 0.0011138342295140546 0.0012897165229485167
leaf_count=275 229 566 292 112 49 54 58 19 42 126 196 24 55 232 153 216 105 78 32 28 25 121 40 153 86 292 29 93 31 99
internal_value=0 -9.94228e-07 2.6981e-05 6.4247e-05 0.000102313 0.000133419 0.0001058 0.000130098 4.80329e-05 9.2052e-05 -0.000441527 0.000149748 0.000110143 0.000182097 1.80199e-05 8.45558e-05 0.000584588 0.0001493 0.00021338 0.000539792 0.000244147 -3.01976e-06 0.0001391 -0.000191175 0.000444426 0.000610829 0.000142492 0.000364056 0.000699988 5.84823e-05
internal_weight=0 0.0549223 0.0537049 0.0515278 0.0494392 0.048093 0.0470449 0.0459133 0.0364078 0.0348292 0.0033986 0.0314306 0.0303988 0.0284457 0.0202079 0.0191624 0.00823785 0.0179927 0.0168297 0.00670941 0.00494472 0.0101203 0.00871312 0.00289145 0.00950543 0.00738563 0.00343092 0.00703719 0.00335208 0.00368511
internal_count=3910 3635 3406 2840 2548 2499 2387 2329 1932 1890 322 1568 1544 1490 1124 1069 366 853 775 238 206 537 384 181 397 378 134 263 124 139
is_linear=0
shrinkage=0.00137286


Tree=1289
num_leaves=31
num_cat=0
split_feature=31 52 133 1213 453 1348 14 1456 133 376 376 1456 1 130 49 151 47 49 403 43 49 403 133 4 4 159 15 457 40 3
split_gain=0.00116607 0.00105099 0.00110245 0.000786741 0.000804795 0.000926494 0.0010924 0.000939531 0.000613639 0.000757311 0.00091416 0.000691475 0.000724263 0.000685273 0.000570835 0.000853459 0.000778904 0.000725436 0.000639077 0.000680476 0.000610524 0.000574661 0.000881284 0.000673619 0.0014416 0.000652293 0.00076619 0.00052518 0.000445433 0.000523479
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.082704999999999987 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 1.0000000180025095e-35 0.10786000000000001 0.085970000000000005 -0.085974999999999982 0.079335000000000017 0.087850000000000025 0.0037600000000000003 0.088015000000000024 0.15364000000000003 -0.081629999999999994 0.03138500000000001 0.087425000000000017 0.0057500000000000008 -1.0000000180025095e-35 0.091070000000000012 0.084050000000000014 -0.0034949999999999994 0.10989500000000001 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 12 13 14 15 -10 18 -18 19 20 -16 22 23 24 25 26 -22 -14 29 -29
right_child=1 2 3 4 -6 -7 -8 8 9 -11 -12 -13 27 -15 16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001130848233551868 -0.0011800387818151335 -0.0011705663668828612 -0.001111995562303684 -0.00091486887211679913 -0.0010928704312009908 0.0012870923706728057 -0.0011155572410117924 0.00098934582203773994 -0.0010397625896657176 -0.00093683168842031127 0.0012503685131992463 -0.0008367995987429112 -0.00043775395107162058 -0.00094489736485913747 0.001062493909177329 0.00030696630458496732 -0.0013197310467036219 0.0001668743542558486 -0.00070390468496502945 0.0012523649489572393 0.00047857816937354818 0.00081379637495662617 -0.00083829687477385609 0.00063570802547551321 -0.0013196305987276189 -0.00072575583396302745 -0.00072325243985814206 0.00041007545945749108 -0.00036282875506782753 0.001319662189563194
leaf_weight=0.001440848663672333 0.0014503834098267268 0.0014656151264458841 0.0011047938525464698 0.001706352744876182 0.0011199812381619259 0.0010132751218612226 0.0014509838550988965 0.0012629350368804628 0.0020125012617508977 0.0012972578683516636 0.001143788964311109 0.0014620752361752523 0.0013405880136687651 0.0013645330007917003 0.0012445062947401544 0.0013820356558227331 0.0012506349417016329 0.0010526214442556636 0.0013671760496496424 0.0010700413800979183 0.0064266350860164717 0.0017868747178635394 0.0018226863746992903 0.0035203948238926594 0.0013211860786413046 0.0012441757195720271 0.0010786670553075695 0.0092824899626974267 0.0011044025628095264 0.0012500675912781043
leaf_count=113 275 229 344 275 27 46 101 39 70 27 28 280 45 214 34 42 86 45 79 16 230 42 361 105 64 62 250 261 25 95
internal_value=0 -7.15705e-05 -4.17702e-05 -1.02484e-05 1.34424e-05 3.80957e-05 1.23964e-05 4.66397e-05 8.22382e-05 5.66808e-05 8.62902e-05 5.48762e-05 8.67342e-05 -3.28963e-05 1.39227e-05 -0.000491462 8.79145e-05 -0.000640331 0.000168238 0.000229337 0.000169989 0.000105415 2.32938e-05 0.000138841 -3.48484e-05 0.000159156 0.00030585 0.000344336 0.000434433 0.000518031
internal_weight=0 0.0553997 0.0539493 0.0524837 0.0513789 0.0502589 0.0492456 0.0477946 0.0460883 0.0448253 0.0435281 0.0423843 0.0409222 0.0279447 0.0265801 0.00339454 0.0231856 0.00230326 0.0208823 0.0195152 0.0184451 0.0172006 0.0154137 0.0135911 0.0100707 0.00874948 0.0075053 0.0129775 0.011637 0.0105326
internal_count=3910 3797 3522 3293 2949 2922 2876 2775 2500 2461 2434 2406 2126 1700 1486 112 1374 131 1243 1164 1148 1114 1072 711 606 542 480 426 381 356
is_linear=0
shrinkage=0.00131955


Tree=1290
num_leaves=31
num_cat=0
split_feature=52 133 158 9 1213 453 1348 14 1456 4 11 480 1374 42 42 123 43 0 1 1 16 133 484 4 15 1 42 49 159 1374
split_gain=0.0012077 0.00124272 0.00107097 0.00135444 0.00101522 0.000940898 0.00117629 0.0015436 0.00106683 0.000798225 0.000796776 0.000740495 0.000673408 0.00064787 0.00119908 0.000917002 0.000868685 0.000845555 0.000912902 0.00127402 0.00064107 0.000868972 0.000624387 0.000660714 0.00119023 0.000610849 0.000938138 0.000927949 0.000991974 0.000872507
threshold=-0.51745999999999992 -0.26719999999999994 0.11034000000000001 -0.016839999999999997 -0.082704999999999987 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.51224500000000017 0.088315000000000018 0.086640000000000009 0.087785000000000016 -1.0000000180025095e-35 -0.082904999999999993 0.083745000000000014 0.0016850000000000001 -0.017269999999999997 1.0000000180025095e-35 0.12446500000000001 0.41476000000000007 0.10681500000000001 0.091130000000000017 0.27020000000000005 -0.12507499999999996 0.11327500000000001 0.091955000000000023 -0.091004999999999989 0.09141500000000001 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 16 20 17 18 -10 -20 21 22 23 24 -15 26 27 -26 29 -29
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012547738641336145 -0.0012162803793803836 0.0013733475534556661 -0.0012909948497678355 -0.0012003399081687675 -0.0010194763237569662 -0.001142064512585971 0.0013433928465343451 -0.0012221467856015644 -0.0013729441823368456 0.0013153802970953235 -0.00073807384685048113 -0.0010384279859477709 -0.0007983635109480191 -0.00091899896963846541 -0.0012358472331861483 0.0013729492138178662 0.00092981665542341972 0.00065995045094644812 0.00069347289520719395 -0.001076521439486151 0.0010010303772257183 -0.00095633685288026198 -0.00053005221863676899 0.00097769027910307878 -0.00040861269709440996 0.00095813460330617631 -0.00081375632937841301 -0.00047129470912916124 -0.00088284514117066397 0.00062100170539832454
leaf_weight=0.00151327980787097 0.0015754316476355159 0.0014123792626925527 0.0011526027327205526 0.001272087283339828 0.0016118103159572508 0.0012399203268955708 0.0013283455357635523 0.00177771346224631 0.0014355191104674101 0.0010234285459318473 0.0020939849583356809 0.0010033976421315307 0.0013566560147229003 0.0016332332407422634 0.0015507604287147156 0.0013717565640816156 0.0017773032185317561 0.001733447450062541 0.0018206321615981125 0.0013237087728157348 0.0018982472895174842 0.0012202793708500073 0.001923027158591494 0.0023348714481539181 0.0029510693927647927 0.0023431080257942929 0.0015362282925011064 0.0015289372702795853 0.0010222347073458584 0.01398863427969111
leaf_count=275 229 118 159 317 225 27 46 92 218 110 57 192 74 76 262 126 22 21 71 12 27 209 75 94 63 76 110 43 58 426
internal_value=0 -1.30215e-05 1.92915e-05 4.55507e-05 1.21221e-05 4.02529e-05 6.76092e-05 3.51813e-05 7.94576e-05 0.000115702 9.00412e-05 0.000127942 0.000154095 0.000183873 -0.000129989 0.000273529 8.19748e-05 -0.000156707 -0.000465807 -5.16616e-05 0.000226953 0.000178747 0.000226083 0.000279271 0.000214051 0.000293235 0.000219143 0.000300554 0.000427085 0.000513378
internal_weight=0 0.0602408 0.0586653 0.0575127 0.0561003 0.0548283 0.0535883 0.05226 0.0504823 0.0488705 0.047847 0.0457531 0.0447497 0.043393 0.00964137 0.0337516 0.00809061 0.00631331 0.00457986 0.00314434 0.0323799 0.0304816 0.0292613 0.0273383 0.0250034 0.0233702 0.0210271 0.0194909 0.0165398 0.0155176
internal_count=3910 3635 3406 3247 3129 2812 2785 2739 2647 2422 2312 2255 2063 1989 606 1383 344 322 301 83 1257 1230 1021 946 852 776 700 590 527 469
is_linear=0
shrinkage=0.00137286


Tree=1291
num_leaves=31
num_cat=0
split_feature=52 133 158 9 1213 160 14 1429 1365 38 3 104 1 43 48 52 50 42 49 151 47 157 48 15 0 3 3 2 13 1
split_gain=0.00104973 0.00104104 0.000913488 0.00114811 0.000800201 0.000809924 0.000569262 0.000596137 0.000592544 0.000621428 0.00103772 0.000587981 0.000595914 0.000782583 0.000882518 0.000965937 0.000574459 0.00055336 0.000515954 0.000841812 0.000644454 0.000478294 0.000472457 0.000448935 0.000433718 0.000398378 0.000483295 0.000645418 0.00055463 0.000485306
threshold=-0.51745999999999992 -0.26719999999999994 0.11034000000000001 -0.016839999999999997 -0.082704999999999987 -0.40446999999999994 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.11976000000000002 0.30601500000000009 1.0000000180025095e-35 0.10113500000000002 -0.14252999999999996 0.12675000000000003 0.024145000000000003 0.10481500000000002 -0.09602999999999999 -0.085974999999999982 0.083140000000000006 1.0000000180025095e-35 -0.08107499999999998 -0.066029999999999991 -0.017214999999999998 -0.095584999999999989 -0.089974999999999986 -0.088024999999999978 0.090695000000000012 -0.49820499999999995 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 12 17 23 16 -16 22 -9 19 -19 21 -20 -15 24 -14 -23 -27 29 -29 -28
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 18 20 -21 -22 25 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0013730237321967341 -0.0013332947677598369 0.0015161989640100017 -0.0014103522948220243 -0.0013034526417320534 -0.00098172580244109396 -0.00091764318726738074 -0.00077730236031337994 -0.00093815396208215022 -0.00089661934782608345 -0.00096999266463862574 0.0015158337595323958 -0.0008886025524761312 8.1091630019741143e-05 9.379499237841511e-05 -0.0010703176309823565 0.00090169337498185141 -0.00020764730292203393 -0.0011424453637401205 0.0010160312375872009 0.00046098506279634784 -0.0008693613726506339 -0.00022969575636627289 0.0011685889763634752 0.00054576870504703711 -0.0012795998301168723 0.0011824807002506143 4.2035783311032011e-05 -0.00037796328167995983 0.00069311505442608702 -0.0010906281738547042
leaf_weight=0.0013302477903203149 0.0013320072524997109 0.0012009073186529653 0.0010011454815057599 0.0010334531778865 0.0017064318556172511 0.0012535908493965789 0.0017109184194650231 0.0012361146539986425 0.001226710138571451 0.0010683917929839018 0.0013345695770401447 0.0011980109943401365 0.0010530288042378544 0.0011026833673302167 0.0012820682124186087 0.001028452331979679 0.001011412115190069 0.0018111409396275304 0.0017195282793895919 0.0012866968144678026 0.0012517179906096345 0.0042019357731686155 0.0063554914101221476 0.001189637385550669 0.0011008327592101352 0.0013003907692388092 0.0041881866477127289 0.0013567488203989342 0.0061260869902549642 0.0010966708675166359
leaf_count=275 229 118 159 317 257 79 79 147 71 23 132 31 23 55 34 19 39 58 156 40 138 201 257 21 36 39 393 7 323 154
internal_value=0 -9.9858e-06 2.36316e-05 5.15448e-05 1.65282e-05 4.4256e-05 8.11213e-05 0.000113203 0.000142225 0.000171656 0.000200538 0.000157617 0.000189189 0.00043909 0.000637795 -0.000192542 0.000864312 5.11842e-05 0.00010143 -0.000476455 0.000185709 0.000251776 0.00100968 -0.000201575 -0.000614354 0.000179846 0.000302171 0.000212511 0.000498913 -0.000193005
internal_weight=0 0.053765 0.052433 0.0514318 0.0502309 0.0491974 0.047491 0.0457801 0.0445265 0.0432998 0.0422314 0.0408968 0.0396988 0.0141236 0.0107801 0.00231052 0.00846959 0.0255752 0.0243391 0.00309784 0.0212413 0.0199895 0.00745817 0.0033435 0.00215386 0.01827 0.0140681 0.0127677 0.00748284 0.00528486
internal_count=3910 3635 3406 3247 3129 2812 2555 2476 2397 2326 2303 2171 2140 484 404 53 351 1656 1509 98 1411 1273 312 80 59 1117 916 877 330 547
is_linear=0
shrinkage=0.00151575


Tree=1292
num_leaves=22
num_cat=0
split_feature=1213 11 16 453 4 0 0 4 15 2 49 52 4 15 0 403 0 42 4 48 12
split_gain=0.000313273 0.000171536 0.000173347 0.000158226 0.000202965 0.000294538 0.00032219 0.000195507 0.000261126 0.000237501 0.000291161 0.000398287 0.000251115 0.000306153 0.000276062 0.00025572 0.000275952 0.000337681 0.000210581 0.000243344 0.000133502
threshold=-1.0000000180025095e-35 0.080455000000000013 -0.069144999999999984 1.0000000180025095e-35 0.25367000000000006 -0.11756999999999999 -0.15291499999999997 0.097045000000000006 0.091195000000000012 0.10910500000000002 -0.045004999999999996 0.024145000000000003 -0.49837999999999999 0.090505000000000016 -0.055084999999999988 0.03138500000000001 -0.10131499999999999 0.08401500000000002 0.0057500000000000008 0.084500000000000006 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
left_child=-1 3 -3 4 7 6 -6 9 -9 12 -11 -12 -2 14 15 16 18 -18 19 -14 -16
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 13 -15 20 -17 17 -19 -20 -21 -22
leaf_value=-0.0025064379515242086 -0.0019663377867256558 8.2014161187985097e-05 -0.0025469553158205338 -0.0012734918352017336 0.0021281565665098451 0.0031033743608922279 -0.0013811747282609977 -0.0024380393287584735 0.00052536027484349236 0.0031725066336706531 -0.0017826622085706236 0.0017565151571733877 0.00098618829854741816 -0.0021428299841907677 0.0028110546457582744 0.0017578705772820873 -0.0031323203163820504 -6.094520538560248e-05 0.001716036413863839 -0.0021030248788411958 0.00078835259509265091
leaf_weight=0.0010205514668702306 0.0012619092245970071 0.0010747967735045272 0.0010077871163340904 0.0014774223990983151 0.0010385232840384728 0.0012026961206757216 0.0011358880111296266 0.0013711508141049924 0.0011205320458396173 0.0011452390984381111 0.0010445066912422854 0.0017883392309684387 0.0011058987290066798 0.0010794965332360249 0.0011671445611782906 0.0013806789049347346 0.0013291011687794332 0.0016813760995144644 0.001554097408917432 0.0010132535625390071 0.001610151712611696
leaf_count=592 109 81 152 96 97 264 70 99 43 88 136 113 58 408 75 137 511 616 56 61 48
internal_value=0 6.4522e-05 -0.00119018 0.000171143 0.00026382 0.0012951 0.000294921 8.66066e-05 -0.00110537 0.000259673 0.0012349 0.000451575 -3.46061e-05 0.000169876 0.000400149 -2.6285e-05 -0.000394844 -0.00141693 0.000442827 -0.000490891 0.00163838
internal_weight=0 0.02659 0.00208258 0.0245074 0.02303 0.00337711 0.00217441 0.0196529 0.00249168 0.0171612 0.00397809 0.00283285 0.0131831 0.0119212 0.0108417 0.00806441 0.00668373 0.00301048 0.00367325 0.00211915 0.0027773
internal_count=3910 3318 233 3085 2989 431 167 2558 142 2416 337 249 2079 1970 1562 1439 1302 1127 175 119 123
is_linear=0
shrinkage=0.00455379


Tree=1293
num_leaves=20
num_cat=0
split_feature=44 3 51 15 158 147 11 42 3 457 150 42 15 15 52 2 43 52 0
split_gain=0.000150934 0.0001865 0.000182672 0.000304887 0.00020061 0.00019548 0.000248596 0.0002091 0.000204768 0.000274933 0.000221197 0.00016633 0.000187986 0.000425851 0.000335456 0.000276096 0.000140609 0.000140123 8.07597e-05
threshold=1.0000000180025095e-35 0.24227500000000002 0.13339000000000004 -0.23821499999999998 0.084965000000000027 0.090245000000000006 0.08184000000000001 0.10138000000000001 -0.12008499999999998 -0.066264999999999991 0.09202500000000001 0.091145000000000018 -0.089594999999999994 -0.017214999999999998 -0.081429999999999989 0.091025000000000009 -0.0037249999999999996 0.086950000000000013 -1.0000000180025095e-35
decision_type=2 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 18 -10 11 12 15 -14 -15 -11 -16 -18 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 10 -12 -13 13 14 16 -17 17 -19 -20
leaf_value=0.0019921015733266587 -0.0016644495524045341 0.0019038191813066281 -0.0018542317833520339 0.00055646606139605733 -0.0018542570932601637 0.0019268736284868435 -0.0022532273304762605 -0.0017134027100216018 -0.0021149187697938566 1.135558408906312e-05 -0.0014899417018587825 0.0017072128509241886 -0.0023762122462844602 0.0021395252447083033 -0.0012733801908853925 0.0027556137607965031 0.0011233532636298639 -0.00090033784324409474 0.0023326886857144408
leaf_weight=0.0015605048085878216 0.0011204097036170415 0.0010704346312405402 0.0010970305266238814 0.0010106054370657702 0.0012609560603470673 0.0010542375153379515 0.0010395710923485338 0.0013207906343807299 0.0011952693724868743 0.0019388312518154533 0.0015088583498643624 0.0016409374162355559 0.0015342097802744049 0.0015495616754086462 0.0018692785180213205 0.0012506550270824923 0.0017902762885664558 0.0011753389919632595 0.00111809848168675
leaf_count=222 71 162 157 83 334 96 154 305 237 215 119 252 293 114 546 147 197 153 53
internal_value=0 4.25965e-05 -3.73681e-05 4.63147e-05 -9.01073e-05 1.58396e-05 -8.51862e-05 3.40471e-05 0.000165319 -1.70782e-05 0.000158787 0.000353915 0.000154001 -0.000221966 0.000295708 0.00108743 -0.000295227 0.00032132 0.00148942
internal_weight=0 0.0259854 0.024915 0.023818 0.0222575 0.0209965 0.0199423 0.0189027 0.0175819 0.0154532 0.0142579 0.0127491 0.0111082 0.00791867 0.00638446 0.00318949 0.00483489 0.00296562 0.0021287
internal_count=3910 3839 3677 3520 3298 2964 2868 2714 2409 2273 2036 1917 1665 1303 1010 362 896 350 136
is_linear=0
shrinkage=0.00455379


Tree=1294
num_leaves=22
num_cat=0
split_feature=14 1 0 133 133 3 50 4 47 52 3 15 49 2 52 2 15 16 0 4 43
split_gain=0.000153979 0.000138515 0.0002723 0.000324352 0.000230689 0.000184625 0.000208007 0.000328608 0.000246063 0.000326318 0.000291987 0.000241669 0.000228526 0.000290623 0.000219943 0.000128554 0.000125421 0.000257281 0.000193212 0.0001032 7.81163e-05
threshold=0.073890000000000011 0.077800000000000022 -0.083674999999999986 0.083815000000000014 0.048655000000000011 0.16699000000000003 0.10119500000000002 -0.14963999999999997 0.09252500000000001 -0.074484999999999982 -0.073984999999999981 -0.041049999999999996 -0.07107999999999999 0.089070000000000024 -0.081429999999999989 0.114165 0.085120000000000015 0.20277000000000003 0.15480500000000005 -0.00072999999999999985 -0.082204999999999986
decision_type=2 2 2 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 -3 9 14 -10 -12 -11 19 -9 -15 17 20 -19 -14 -4
right_child=-2 4 16 -5 -6 -7 -8 8 10 12 11 -13 13 15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0036030866505072628 -0.0018671741932224958 -0.0021922367810282674 -0.0025336846202395889 -0.00016712069474326675 0.0023720018650589918 0.0020071509110866355 -0.0019616400194673099 0.00060122808466334641 0.0010279436171702011 -0.00039018114691093711 -0.0035162926068862442 -9.508860450204191e-05 0.0019805758287131385 0.0045712775589544187 -0.0023545964321292842 0.0021191025691512958 0.0014408164889606664 -0.00065538795769224767 0.0023115961504659378 -0.00014348271333649529 -0.00059268066977628115
leaf_weight=0.0012942136046885785 0.0011032595576122564 0.0013349780515949936 0.0010210370446910311 0.0014987266497125395 0.0012728854063482889 0.0012425555708086558 0.0012631243435015102 0.0016661511782098404 0.001503906044912906 0.0011608837503303002 0.0010890905675289275 0.0010022303088490512 0.0011095404492894598 0.0011644870702305354 0.0010295920871865602 0.0010084036476546432 0.001436415936410973 0.0010473895662023169 0.0011797550009466917 0.0012074879010497671 0.0010769642185130554
leaf_count=572 135 189 130 457 352 168 159 144 112 46 74 11 204 61 35 112 479 186 15 116 153
internal_value=0 5.1161e-05 -0.000470937 -0.0017593 0.000313032 0.000146972 -1.19964e-05 0.000173489 0.000437955 0.000911621 -0.000661692 -0.00187674 0.00159826 0.00211237 -0.000527697 0.00343326 0.000153604 -0.000273889 0.000916272 0.000873652 -0.00153731
internal_weight=0 0.0256098 0.0085545 0.00279294 0.0170553 0.0157824 0.0145399 0.0132768 0.0119418 0.00834655 0.00359523 0.00209132 0.0056508 0.00448992 0.00269574 0.00217289 0.00576156 0.00432515 0.00222714 0.00231703 0.002098
internal_count=3910 3775 1992 1029 1783 1431 1263 1104 915 718 197 85 539 493 179 173 963 484 201 320 283
is_linear=0
shrinkage=0.00502775


Tree=1295
num_leaves=21
num_cat=0
split_feature=128 41 2 48 457 159 52 403 13 52 484 4 15 2 52 4 3 16 4 12
split_gain=0.000127738 0.000172307 0.000199998 0.000175676 0.000172466 0.000193986 0.000167245 0.000341713 0.000197021 0.000229628 0.000237808 0.000245516 0.000257209 0.000294587 0.000176512 0.000238502 0.000342001 0.000218696 0.000151312 5.36683e-05
threshold=0.086435000000000012 0.078535000000000008 -1.0000000180025095e-35 -0.086624999999999994 -0.067474999999999993 0.10519500000000001 0.28122000000000008 0.088015000000000024 -0.52445999999999982 0.096170000000000019 0.085515000000000022 -0.23071499999999998 -0.095799999999999982 0.099675000000000014 -0.27466499999999994 0.0057500000000000008 -0.015794999999999997 -0.008069999999999999 -0.37626499999999991 0.084475000000000008
decision_type=2 2 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 -6 10 11 -10 13 -13 -14 16 17 -16 -11 -17
right_child=-2 -3 3 4 5 -7 -8 -9 9 18 -12 12 14 -15 15 19 -18 -19 -20 -21
leaf_value=0.001652459545762167 -0.0015909628130642887 -0.0014752180693649835 -0.0016848773388510564 -0.0016099838619064366 -0.0013056379928991653 -0.001601795482632639 -0.0010712508378392261 -0.0019859309635215047 -0.0017444732756331459 0.0033399544553450004 0.0025228994095820505 -0.0019033708057256001 -0.00027468044277883429 0.0012339778161209439 0.00047034567929405308 0.0031761102013448494 -0.0015918068823401797 0.0031232925795551944 0.00095771898033787228 0.0017642956538329038
leaf_weight=0.0016731444797372643 0.0010352683221402361 0.001463954889655116 0.0011866992561264658 0.0011350848791162873 0.0010200489160059256 0.0011476756036841443 0.0016193619379957771 0.0011071709944880789 0.0010713303568419203 0.0010765934958882895 0.0011276073968515829 0.0016072654763572081 0.0018482869454559082 0.0010110379467962449 0.0016934264953104529 0.0011852329464323574 0.0010367947452634436 0.0010401431481313894 0.0011366510090442547 0.0010556700360374038
leaf_count=237 266 184 83 251 37 254 292 273 145 22 161 152 165 145 666 58 68 111 247 93
internal_value=0 4.10922e-05 0.000134443 1.95487e-05 0.000116236 0.000215275 0.000327173 0.000460247 0.000630475 0.000763109 0.000526817 0.000331929 0.000544236 -0.000691908 0.00095604 0.00133445 0.000635161 0.00147981 0.00211652 0.00251102
internal_weight=0 0.0252432 0.0237792 0.0221061 0.0209194 0.0197843 0.0186366 0.0170173 0.0159101 0.01489 0.0126768 0.0115492 0.0104779 0.0026183 0.00785955 0.00601127 0.00377036 0.00273357 0.00221324 0.0022409
internal_count=3910 3644 3460 3223 3140 2889 2635 2343 2070 2033 1764 1603 1458 297 1161 996 845 777 269 151
is_linear=0
shrinkage=0.00455379


Tree=1296
num_leaves=31
num_cat=0
split_feature=31 151 52 133 1213 1456 133 376 376 1 1 12 160 124 15 11 49 151 49 13 133 160 43 12 48 2 4 403 52 130
split_gain=0.000988257 0.000932825 0.000954855 0.00109553 0.00102942 0.000827749 0.000681179 0.000689992 0.000927066 0.000708383 0.000660414 0.000867763 0.000588564 0.000678935 0.00104092 0.00111736 0.000557532 0.00119851 0.000877367 0.000738878 0.00104041 0.000551444 0.000544785 0.000521205 0.000413031 0.000405767 0.000396277 0.000381632 0.00032446 0.000300416
threshold=-1.0000000180025095e-35 -0.52174999999999983 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.10113500000000002 0.09112000000000002 -0.0089849999999999982 -0.079684999999999992 -0.086879999999999999 1.0000000180025095e-35 0.088315000000000018 -0.085974999999999982 0.083140000000000006 -0.081629999999999994 -0.10023999999999998 0.084760000000000016 -0.096329999999999985 0.0033500000000000005 -0.013124999999999998 0.12862000000000004 0.087495000000000003 -0.0083799999999999986 -0.065924999999999997 0.09086000000000001 -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 -4 27 26 -7 8 9 10 11 -8 21 -14 15 24 17 -13 -18 28 22 -11 29 -12 -15 -22 -6 -5 -20 -21
right_child=1 2 3 4 5 6 7 -9 -10 12 23 16 13 14 -16 -17 18 -19 19 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011988160783928999 -0.0013752218041176208 -0.0012383540146893228 -0.0012427374939597349 -0.00025106198604458302 -0.0014004132923272461 0.0010873719779238545 -0.0008013690434522467 -0.00097203400450236082 0.0013384745705179865 0.00020723021112841752 0.00019884916960900378 -0.0012390983881931277 -0.00070122398472946166 0.0010238881933936465 -0.00025565940725173346 -0.00043778230668141302 0.0013636212956878373 0.00055969128619934739 0.00097962313392695806 0.00096850850781806243 -0.00021660166284455558 -0.0010172969458629288 -0.00076109566578963397 -0.00089938110940663532 0.00017995828152481475 -0.0013966521240107515 -0.00018212954897972158 -0.0014003857152304065 0.00012911552549299459 0.0001688539265797697
leaf_weight=0.001230282227547507 0.0010534132539499188 0.001283883382072081 0.0013913256887086991 0.0010049249780023084 0.0010678323686570401 0.0013219709653409231 0.0022907607094513329 0.0012180826621159815 0.0011476890000463582 0.0018428660189417911 0.0011815677606623609 0.0016690284272375946 0.0010025528734223252 0.007358937832924406 0.0028329825583170995 0.0014409635767833615 0.0011869367742747263 0.0012859534374580761 0.0023614308652639649 0.0010364942786900153 0.0010026670766156718 0.0011847425857069984 0.0011567697834724564 0.0029959573746687332 0.0013450092749565101 0.0013283874805151141 0.0010271463904807368 0.0012985820726331134 0.0014015831193003869 0.0082846711803967778
leaf_count=113 65 275 228 237 149 42 85 27 31 87 36 61 42 312 67 38 11 38 44 39 188 27 73 199 27 386 143 329 26 485
internal_value=0 -6.99396e-05 -4.49176e-05 -1.63673e-05 1.62722e-05 5.8461e-05 9.616e-05 6.80143e-05 9.5957e-05 6.36869e-05 -7.65565e-05 1.64566e-05 0.000287823 0.000409047 0.000494816 0.000704387 0.0001069 -0.000456298 0.000200613 0.000117315 -4.29491e-05 -0.000271943 0.00014529 -0.000588759 0.000893477 -0.000889072 -0.000803101 -0.000898983 0.000662841 0.000257774
internal_weight=0 0.0560051 0.0549517 0.0536678 0.0522765 0.049973 0.047878 0.046556 0.045338 0.0441903 0.0271822 0.0230047 0.0170081 0.0139804 0.0129779 0.0101449 0.0207139 0.00295498 0.0177589 0.016572 0.012809 0.00302761 0.0104779 0.00417753 0.00870395 0.00233105 0.00209498 0.00230351 0.00376301 0.00932117
internal_count=3910 3797 3732 3457 3229 2663 2371 2329 2302 2271 1671 1436 600 486 444 377 1351 99 1252 1241 1171 114 597 235 339 574 292 566 70 524
is_linear=0
shrinkage=0.00140032


Tree=1297
num_leaves=21
num_cat=0
split_feature=14 44 124 50 52 15 52 13 43 2 13 457 49 4 150 42 0 4 42 3
split_gain=0.000126072 0.000135762 0.000236652 0.00015235 0.000195445 0.000205609 0.000404626 0.000262596 0.000312503 0.000309843 0.000265071 0.000245934 0.000205152 0.000206687 0.000209862 0.000194489 0.000148643 0.000143181 0.000197442 5.01402e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.061329999999999989 0.10119500000000002 0.40565000000000007 -0.23821499999999998 0.11401500000000002 -0.094679999999999986 0.0041500000000000009 0.097940000000000013 -0.13934999999999997 -0.066264999999999991 1.0000000180025095e-35 -0.08422499999999998 0.086870000000000017 0.083815000000000014 -0.13506999999999997 -0.076854999999999993 0.085195000000000007 0.16699000000000003
decision_type=2 2 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 11 10 -7 -9 13 15 16 -13 -15 -18 -19 -11
right_child=-2 -3 3 -5 -6 6 -8 8 -10 19 -12 12 -14 14 -16 -17 17 18 -20 -21
leaf_value=0.0015992019161359618 -0.0014485537392142907 -0.0014291807311852445 0.0016434681162600881 -0.0015617383221895849 0.0018473549124122849 -0.0014531140760032492 -0.0027890576996068145 -0.0020592701558562946 -0.0023811712790047751 0.0027306142005362908 0.0014357634964588259 -0.0022701910974420288 -0.0017199374737153228 0.0021997817573721498 -0.00071749243927540047 0.00039948869083927514 0.0020236426100249351 -0.00071787856770562505 0.0012362406723759188 0.001410535869899266
leaf_weight=0.0018131263732635563 0.0010918297850497352 0.0011059289714410161 0.0012703682751446432 0.0011112051216727306 0.0010791440757013651 0.0013077147650326637 0.0010051530132897382 0.0010612042318469692 0.0012011041450814422 0.0011039932680034781 0.0010580596663713948 0.001007463556044026 0.0010299814736939592 0.0013992419443908909 0.0017396492057624169 0.0010024887968954621 0.0010399137743608254 0.001968444068422474 0.0018440201013569801 0.0010187311771465701
leaf_count=285 135 71 183 414 142 54 191 134 331 49 82 421 414 48 137 78 301 178 190 72
internal_value=0 4.08958e-05 0.000108466 -1.30242e-05 6.83954e-05 -2.7317e-05 -0.000140294 9.4314e-06 -0.000293579 0.000906851 -0.000161104 -8.62241e-05 0.000103583 0.00029138 0.000600756 -0.000938655 0.000967588 0.000612269 0.000227294 0.00209709
internal_weight=0 0.0251669 0.024061 0.0222479 0.0211367 0.0200575 0.0187872 0.017782 0.0132935 0.0044885 0.00236577 0.0120924 0.0110312 0.0100012 0.00799127 0.00200995 0.00625162 0.00485238 0.00381246 0.00212272
internal_count=3910 3775 3704 3419 3005 2863 2680 2489 2232 257 136 1901 1767 1353 854 499 717 669 368 121
is_linear=0
shrinkage=0.00429114


Tree=1298
num_leaves=20
num_cat=0
split_feature=150 484 1 42 0 132 474 16 4 4 4 13 2 52 151 4 0 1 3
split_gain=0.00013059 0.000245066 0.000223226 0.000256588 0.000188116 0.000313981 0.000264159 0.000207717 0.000283942 0.000214222 0.000233912 0.00019723 0.000185358 0.000188205 0.00019227 0.000182094 0.000120834 6.79966e-05 5.42676e-05
threshold=0.083205000000000015 -0.0043499999999999988 0.12864500000000004 0.09901500000000002 -0.077944999999999987 0.080815000000000012 0.084710000000000021 -0.083564999999999987 0.044585000000000007 1.0000000180025095e-35 0.25367000000000006 -0.089189999999999978 0.11125500000000001 -0.087094999999999992 -0.056409999999999995 -0.23071499999999998 -0.053834999999999994 0.10982000000000001 -0.079334999999999975
decision_type=2 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 7 9 -9 18 -11 -6 13 -2 -15 -13 -4 -12 -3
right_child=12 2 16 -5 5 -7 -8 8 -10 10 17 15 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0023055417542794526 -0.0017035383445344319 0.00023877810229140501 0.0021722638571801595 -0.0024383015743945418 0.0014643952962250537 0.0027913797764372627 0.0018285153980986957 -0.0029908364879371726 -1.7354222767789445e-05 -0.0023633782332867516 -0.00078380635874487447 -0.0019282966133825959 0.0020795788683146336 0.0022835921696845968 -0.00047495385711801151 0.00035064900095811068 0.00014143488588284545 0.00096725939047385566 0.0018179157611923529
leaf_weight=0.0012030326663077509 0.0010006758932501469 0.0010266243121671258 0.001457854493811056 0.0011810922363196799 0.0015198011687758139 0.0011899722273724933 0.0010052706026251199 0.001855551800876154 0.0012587208798464644 0.0015449246130238015 0.0010027335630162781 0.0014439323088516476 0.0015354516155512976 0.0010934622701929131 0.0012817142484640156 0.0018912467333354081 0.0012893220947186859 0.0010710397346156419 0.0010064388641570221
leaf_count=580 74 377 142 350 42 94 109 639 52 174 71 175 131 181 118 365 121 51 64
internal_value=0 -0.000187994 -5.8972e-05 -0.000265546 -0.000103293 0.000566768 -0.000517823 -0.000786896 -0.00178902 -0.000234699 -0.000939901 2.15086e-05 0.00068753 5.43794e-05 0.000795001 -0.000635998 0.00121914 0.000120565 0.00102051
internal_weight=0 0.0209476 0.0197445 0.0169973 0.0158163 0.00604495 0.0097713 0.00876603 0.00311427 0.00565176 0.0036187 0.00485498 0.0049113 0.00337585 0.00237518 0.00333518 0.00274718 0.00207377 0.00203306
internal_count=3910 3406 2826 2563 2213 676 1537 1428 691 737 296 582 504 373 299 540 263 122 441
is_linear=0
shrinkage=0.00483252


Tree=1299
num_leaves=21
num_cat=0
split_feature=52 484 403 43 40 42 151 3 43 15 160 42 0 49 43 150 1374 3 1 12
split_gain=0.000123118 0.000163694 0.000178076 0.000175677 0.000178695 0.00021978 0.000175178 0.000311107 0.00025635 0.00027899 0.000260944 0.000187146 0.000184059 0.000162975 0.000180466 0.000211241 0.000198241 0.000194963 0.000141493 0.000160959
threshold=-0.42035499999999998 0.097080000000000014 -1.0000000180025095e-35 0.16180500000000003 -0.083709999999999993 -0.10770999999999999 -0.084019999999999984 -0.0076499999999999988 -0.083684999999999996 -0.26361999999999991 -1.0000000180025095e-35 0.088915000000000008 -0.077944999999999987 0.091455000000000022 -0.073139999999999983 0.084800000000000014 -0.094679999999999986 0.088060000000000013 0.088495000000000018 0.086865000000000012
decision_type=2 2 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 11 -10 -11 12 -8 14 -12 17 -17 18 19 -16
right_child=1 -3 3 -5 5 6 8 -9 9 10 13 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=-0.0015039645147071484 -0.0015913319707761134 -0.001774270475547158 0.0021151432445744994 -0.0015193395980467226 -0.0016545224822750359 -0.0027820158802535628 0.0010859376827293701 0.00057467649843874924 0.0025178412057399076 -0.0016058497096439182 0.0018036443700447176 0.00015382950762133659 0.0036754872023303168 0.0020806271026815809 -0.00076993767332828402 -0.00052538765246429677 0.0021875176697083954 -0.0022225332718039067 -0.0012859523958872472 0.0017036404295550577
leaf_weight=0.0011506863258771696 0.0012279590714746732 0.0010159722864170459 0.0011366742639276053 0.0011780037681200636 0.0012616314901037476 0.0010114590650727728 0.0011838951004781162 0.001449262253534033 0.001036223144241225 0.0018314192882500921 0.0011612692318276894 0.0012397848734353456 0.001184831662537353 0.0010015926435935638 0.0010506298409009946 0.0010440693390769695 0.0013106050689285498 0.0013349543911003181 0.0014571939599026251 0.0012343797359988251
leaf_count=377 883 197 152 225 123 188 173 88 175 430 106 84 67 81 88 24 94 64 116 175
internal_value=0 5.08626e-05 0.000130323 0.000225951 0.000324182 0.000221331 0.00034904 -0.000805064 0.000525753 0.000210082 7.93017e-07 0.00161595 0.00238122 0.000307466 0.000100791 -0.000165291 0.000984608 -0.000698588 -0.000154952 0.000566308
internal_weight=0 0.0243518 0.0233358 0.0221079 0.0209299 0.0197932 0.0185316 0.00246072 0.0160708 0.0124623 0.0114261 0.00360851 0.00236873 0.00959469 0.0085931 0.00743183 0.00235467 0.00507716 0.0037422 0.00228501
internal_count=3910 3533 3336 2453 2228 2076 1953 276 1677 1353 1178 324 240 748 667 561 118 443 379 263
is_linear=0
shrinkage=0.00464487


Tree=1300
num_leaves=31
num_cat=0
split_feature=31 52 453 1348 14 1456 133 1213 133 376 1374 123 1 11 50 49 151 159 2 13 1374 1 3 15 3 42 12 12 0 2
split_gain=0.00117204 0.000847004 0.000687669 0.000764672 0.000919881 0.000838336 0.000534285 0.00050907 0.000531301 0.000792112 0.000655095 0.000594191 0.000528197 0.000680604 0.000491337 0.000529725 0.000767513 0.000525525 0.000591504 0.000561892 0.000659813 0.00052497 0.000702017 0.000487134 0.000789729 0.000416863 0.000405049 0.000393949 0.000428129 0.000317523
threshold=-1.0000000180025095e-35 -0.51745999999999992 0.10097500000000002 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -0.24354499999999998 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.090240000000000015 0.083745000000000014 0.11235500000000002 0.088160000000000002 0.088425000000000017 -0.085974999999999982 0.079335000000000017 0.099650000000000016 -1.0000000180025095e-35 0.16421000000000002 -0.094679999999999986 1.0000000180025095e-35 0.097615000000000021 0.085120000000000015 -0.078494999999999995 -0.080904999999999991 0.085775000000000004 -0.023959999999999995 -0.032484999999999993 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 -3 -7 -8 -9 10 11 12 13 14 15 16 -10 18 -17 20 -20 22 23 24 26 -13 -22 -14 -29 -23
right_child=1 2 -4 -5 -6 6 7 8 9 -11 -12 25 27 -15 -16 17 -18 -19 19 -21 21 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012671533666921125 -0.001371643307279955 -0.0011140378449455302 -0.0012570810549691587 0.0012779703896761046 -0.001319883384584489 -0.0010127271113413783 -0.00070731225232524206 0.0011669578530911322 -0.0011554037637198336 -0.001126619257744091 -0.0010300055098573068 0.00019389979703013054 -0.00033363742567809945 -0.0011525745463210793 -0.00082249380906932585 -0.00066224966981405389 0.0004089002581010733 -0.00062236172172473042 -0.00053402693096649134 -0.0005615570777787141 0.00076380053234581849 0.00024285139197970977 0.0010547947255556567 0.00073307138668874327 -0.0013023498649142741 0.0015158408838987416 -0.00036298215201006391 0.00043652319601705737 0.0015160799062606104 0.0010571842181491924
leaf_weight=0.0015710999641637682 0.0011106354634632378 0.0014903717944582109 0.0010293852273548501 0.0010440092399277559 0.0012431088461664066 0.0010725352799945678 0.0018411757533421938 0.0010596714729649284 0.0017015881511825972 0.0012122885204353109 0.0011051332094123003 0.0010035634171998709 0.0012190189828321651 0.0011269904679807033 0.0013893123008033017 0.001439093176799122 0.0012499491457500511 0.0016541912799035155 0.0014587796207372614 0.0014196005373725553 0.0013571254913966446 0.0014343731962047634 0.0019606349851528648 0.0015334694197581822 0.001201834489080093 0.0012074634952611287 0.0015936958797950762 0.0053371979456695584 0.0010025273742986221 0.0047203067159884426
leaf_count=113 275 315 27 52 118 214 515 33 62 27 67 26 62 27 335 62 43 139 49 71 109 112 15 285 88 151 188 170 48 112
internal_value=0 -6.3618e-05 -3.2111e-05 -4.13861e-06 -3.45356e-05 2.80384e-06 4.31052e-05 7.12545e-05 0.000108597 7.85518e-05 0.000119005 0.000155275 0.000104006 -1.25401e-06 5.25541e-05 0.000106052 -0.000492935 0.000195463 0.000270127 0.00035057 0.000435422 0.000537891 0.000272676 2.99388e-06 -0.000266605 0.000915825 0.000155242 0.000455501 0.000607238 0.000867401
internal_weight=0 0.047219 0.0461084 0.045079 0.044035 0.0427919 0.0413015 0.040229 0.0383878 0.0373281 0.0361158 0.0350107 0.0327997 0.0252409 0.024114 0.0227246 0.00295154 0.0197731 0.0181189 0.0166798 0.0152602 0.0138014 0.00764676 0.00568613 0.00415266 0.00221103 0.00295082 0.00755874 0.00633973 0.00615468
internal_count=3910 3797 3522 3495 3443 3325 3010 2796 2281 2248 2221 2154 1977 1697 1670 1335 105 1230 1091 1029 958 909 685 670 385 177 297 280 218 224
is_linear=0
shrinkage=0.00151575


Tree=1301
num_leaves=31
num_cat=0
split_feature=31 52 133 160 1 38 122 12 483 48 51 14 48 12 123 130 1 4 4 12 12 133 2 3 42 1 160 49 43 3
split_gain=0.00115117 0.000930141 0.000910953 0.000716789 0.000737837 0.00102179 0.000876206 0.000891017 0.00079267 0.000701538 0.0012816 0.000744932 0.000839666 0.000764068 0.000526797 0.000660171 0.000549579 0.000580442 0.000717241 0.000911512 0.000519613 0.000512426 0.000596013 0.000501057 0.000534114 0.000509583 0.000584768 0.000514276 0.000419202 0.000468362
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.39018999999999998 -0.40446999999999994 0.10113500000000002 0.11225500000000001 0.089350000000000013 -1.0000000180025095e-35 0.097095000000000015 0.11930500000000001 0.11975000000000001 -0.46879999999999994 -0.086624999999999994 0.092475000000000016 0.08901000000000002 0.085970000000000005 0.096230000000000024 -0.51381999999999983 -0.41745999999999994 0.10214500000000001 0.098180000000000003 0.094185000000000005 0.088820000000000024 -0.115685 0.091485000000000025 0.085110000000000005 0.084835000000000008 -0.073619999999999977 -0.075819999999999985 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 9 11 -11 -9 -13 -14 15 16 17 -5 -19 20 21 22 -20 -24 25 26 -25 -27 -15 -30
right_child=1 2 3 4 5 -7 -8 8 -10 10 -12 12 13 28 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.0011577186153161822 -0.0012579253988387322 -0.0013351285389498892 -0.00088036964816466581 -0.00081873776960311934 0.0010223499358951883 -0.0011730804760851268 -0.00097278791812289555 -0.00068498690550590133 -0.00093984733667837068 -0.0012972403619417269 0.00043603159406161937 -0.00065718628349855008 0.0011064260179119904 -0.00017990511874992131 0.00083496769321929993 -0.001229170724660674 -0.00084348395711935362 0.00080646852778504436 -0.00024460999522875825 -0.0013529341659200167 0.00085969740729322354 -0.0008805695586375094 0.0010324114716955433 -0.00094616771916293811 0.00094738428556065781 -0.00042025328977916051 0.00022731389889840142 0.00076399355456251183 0.00099550309829330038 -0.00014886291025785985
leaf_weight=0.001530741947115887 0.0012697437038793327 0.0010542800215061479 0.001839137933597578 0.0018953430591341835 0.0031602713808464014 0.0010023536438552574 0.0010480185219421392 0.001026650998255719 0.0010963359604758685 0.0013978778588565896 0.0020830393907544931 0.0010032234879133748 0.0045702630868067473 0.0020056314812109122 0.0010737552910313744 0.0010977296306781117 0.0019369886376878745 0.0019241485872356556 0.010397174406929235 0.0010581016407813495 0.0012359575109610601 0.0014407056745214799 0.0013519441893814488 0.0018912860702506862 0.0012510315577376474 0.001102509216366343 0.0014876909529579763 0.0020674792943253806 0.0022222120462700445 0.0010246785312055806
leaf_count=113 275 210 292 32 236 20 13 16 44 39 32 22 171 49 22 257 90 57 962 150 49 312 33 163 55 17 54 34 45 46
internal_value=0 -7.28315e-05 -4.58382e-05 -2.09848e-05 8.91979e-06 0.000207621 0.000274679 0.000341414 0.000210437 0.000292682 -0.000260021 0.000455001 0.000563108 0.000687739 -0.000128848 -0.000163187 -0.000122893 -7.13946e-05 -1.52033e-05 -8.31051e-05 -2.26524e-05 -7.46084e-05 -1.52117e-05 0.000245399 0.000108989 -5.11674e-05 -0.000429509 0.000352117 0.000323437 0.000634355
internal_weight=0 0.0570156 0.0557458 0.0546915 0.0528524 0.0216406 0.0206382 0.0195902 0.0164299 0.0153336 0.00348092 0.0118527 0.010826 0.00982279 0.0312118 0.0301381 0.0290404 0.0271034 0.025208 0.0232839 0.0222258 0.0209898 0.0195491 0.00915194 0.0078 0.00654897 0.00337898 0.00316999 0.00525252 0.00324689
internal_count=3910 3797 3522 3312 3020 733 713 700 464 420 71 349 333 311 2287 2265 2008 1918 1886 1829 1679 1630 1318 356 323 268 217 51 140 91
is_linear=0
shrinkage=0.00140032


Tree=1302
num_leaves=21
num_cat=0
split_feature=44 40 42 39 48 50 15 457 42 49 160 52 16 47 16 43 2 4 1 0
split_gain=0.000130058 0.000208905 0.000356388 0.000257649 0.000258398 0.000255413 0.000270108 0.000214136 0.000226734 0.000221123 0.000259284 0.00021178 0.000575143 0.000200793 0.000354692 0.000327463 0.000188967 0.000148884 9.78042e-05 2.35622e-05
threshold=1.0000000180025095e-35 0.053870000000000008 -0.10770999999999999 0.085220000000000004 0.12649500000000002 0.088425000000000017 -0.24219999999999997 0.088175000000000017 -0.089024999999999979 0.090445000000000011 0.087825000000000014 0.084240000000000023 -0.035699999999999989 0.09252500000000001 -0.055679999999999993 -0.069494999999999987 0.085090000000000013 -0.032604999999999995 0.094695000000000015 -0.11756999999999999
decision_type=2 2 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 -8 10 11 13 -13 14 16 -15 -10 -16 -9 -18
right_child=-2 -3 3 -5 -6 -7 7 18 9 -11 -12 12 -14 15 17 -17 19 -19 -20 -21
leaf_value=-0.0023647648164259222 -0.0014651370624576561 0.0017094951595409359 0.0023711763549484908 0.0019837277068487807 -0.0020828657184969964 -0.0015882817683079775 0.0017747003906496024 0.0004410261882133071 0.0027073078565416683 0.0015104322256935751 -0.0024122055637000972 -0.0038310805586899538 0.00018478939689388875 0.00064527527270675806 -0.0013682002064736433 -0.0028220241667248542 0.00017324939048596569 0.00036579277497437898 0.0023222802631188977 0.0010983470768669251
leaf_weight=0.0011614646542553722 0.0010951220365740246 0.0013162152288593845 0.0010105514478850252 0.0012283953091483659 0.0010795968179446716 0.0015707634929905392 0.0011194614056282406 0.0010018831402331943 0.0013396925593562835 0.0012265838752492228 0.0010767249867117421 0.0010123733616083513 0.0018691364464779739 0.001003866520099983 0.001768581459912124 0.0010023841921646959 0.0010256174645739691 0.0018821437003045012 0.0010341129545941019 0.0010025420554546915
leaf_count=234 71 92 134 305 76 573 162 81 69 292 167 546 177 87 289 59 46 254 67 129
internal_value=0 4.60484e-05 -4.74545e-05 7.34866e-05 -3.81147e-05 7.25571e-05 0.000214527 8.90219e-05 -8.46418e-05 -0.000231124 -0.000395659 -0.000213297 -0.00122612 0.000110086 0.000452298 -0.00108709 0.00145665 -0.000474234 0.00139654 0.000630536
internal_weight=0 0.0247321 0.0234159 0.0222544 0.021026 0.0199464 0.0183757 0.0173651 0.0153291 0.0142096 0.0129831 0.0119063 0.00288151 0.00902483 0.00701858 0.00200625 0.00336785 0.00365073 0.002036 0.00202816
internal_count=3910 3839 3747 3513 3208 3132 2559 2425 2277 2115 1823 1656 723 933 787 146 244 543 148 175
is_linear=0
shrinkage=0.00429114


Tree=1303
num_leaves=31
num_cat=0
split_feature=31 52 1213 453 1348 1456 14 38 3 1374 39 376 133 130 15 2 160 13 51 160 159 15 47 3 15 12 2 0 48 4
split_gain=0.00125293 0.000816914 0.000760372 0.000750933 0.000755491 0.000994306 0.000881203 0.000595015 0.00114686 0.000792355 0.000600845 0.000983755 0.000601849 0.000524786 0.00055723 0.000635714 0.000724179 0.000795013 0.000627801 0.000601766 0.000479959 0.000711981 0.000769618 0.00077265 0.00053709 0.000918284 0.000562688 0.000554706 0.000434757 0.000713045
threshold=-1.0000000180025095e-35 -0.51745999999999992 -1.0000000180025095e-35 0.10097500000000002 0.088030000000000011 -1.0000000180025095e-35 0.077685000000000018 0.11976000000000002 0.30601500000000009 0.086000000000000007 0.15608500000000003 0.11605500000000001 -0.24354499999999998 -0.084569999999999992 0.17176000000000005 0.099015000000000006 -1.0000000180025095e-35 0.14810000000000004 0.022335000000000004 -0.088034999999999988 0.09141500000000001 -0.13578499999999996 0.099385000000000015 -0.115685 0.085120000000000015 0.085250000000000006 -1.0000000180025095e-35 -0.082994999999999985 0.084500000000000006 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -7 -14 15 20 18 -18 19 -17 21 -15 23 -23 25 26 -25 -26 -28 -30
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 14 -16 16 17 -19 -20 -21 -22 22 -24 24 27 -27 28 -29 29 -31
leaf_value=0.0010723452181767824 -0.0011505303112461498 -0.00079518347579758339 -0.00096885281840687891 -0.0010298761899216493 0.0010502553563583076 -0.00084905422215368035 -0.0010831219756350337 -0.00083690601511968144 0.0012683828880106968 -0.00091353737075491501 0.0010282548511601824 -0.0010392610623868208 -0.00067761744955912944 -0.00084314015715965468 -0.00064711061273582963 0.00098571040448530798 0.00080662298363801718 -0.00035626228565086986 -0.00085855979149234492 -0.00037500380451575252 -0.00069105193763558477 0.00084423195278255194 0.00092052849409168737 -0.00071201169917438833 0.00090077858434531961 -0.00079243719596958919 0.00054757358495421645 -0.00015095683022551282 -0.00054083105539904698 0.00068110915727263193
leaf_weight=0.0016251011557798503 0.0010798847554929205 0.0020271527170596928 0.0016473234867102607 0.0011142854551167139 0.0011253132398283397 0.0010448251668783706 0.0011027209077281155 0.0011416139101072522 0.0012894111985999315 0.0013193549815668773 0.0010590675290913501 0.0012658850391566992 0.0012513897727073333 0.001180414706164582 0.0013220109368461399 0.0010878771079259053 0.0067733720945825082 0.001099162691466038 0.0010804191638693617 0.0010065323343413377 0.0012835747276562772 0.0018750097505271053 0.0019744305361788497 0.0012714351060996165 0.0017892529601502005 0.0027515608014194726 0.0031649116529837394 0.0014689577986319877 0.0021668876284244298 0.0011900955273631553
leaf_count=113 275 587 298 27 51 188 84 24 131 90 31 27 86 100 31 64 298 29 57 61 131 62 49 58 104 304 168 315 55 12
internal_value=0 -5.96379e-05 -3.5031e-05 -1.42047e-06 2.41982e-05 -2.27976e-06 3.56671e-05 6.58627e-05 9.18123e-05 5.23321e-05 8.6674e-05 5.90109e-05 9.89822e-05 0.000128342 0.000159389 0.000193601 0.000438045 0.000644261 -7.33035e-05 0.000331778 5.93608e-05 0.000110506 0.000174275 8.02958e-05 -2.34771e-05 -0.000162546 5.98474e-05 0.000426606 0.00021032 -0.000107637
internal_weight=0 0.0489541 0.0478742 0.0458471 0.0447328 0.0436075 0.0419602 0.0408575 0.0397158 0.0384264 0.0371071 0.036048 0.0347821 0.0337373 0.0324859 0.0311639 0.0110474 0.00787253 0.00317483 0.00209441 0.0201165 0.018833 0.0176525 0.0156781 0.0138031 0.0105449 0.00779333 0.00325821 0.00652189 0.00335698
internal_count=3910 3797 3522 2935 2908 2857 2559 2475 2451 2320 2230 2199 2172 1984 1898 1867 509 327 182 125 1358 1227 1127 1078 1016 597 293 419 235 67
is_linear=0
shrinkage=0.00126831


Tree=1304
num_leaves=31
num_cat=0
split_feature=31 1213 52 151 133 1 0 43 40 483 159 44 49 15 475 47 15 3 47 13 2 42 49 48 2 3 12 13 3 1374
split_gain=0.00091966 0.000846064 0.000875445 0.000863187 0.000814813 0.000744625 0.00072776 0.00094776 0.000731926 0.000558758 0.0005564 0.000445205 0.000724423 0.000622741 0.000508677 0.000730612 0.000627913 0.000443357 0.000734992 0.000642364 0.000593965 0.000592656 0.000754473 0.000589999 0.00048907 0.000481405 0.000510509 0.000868029 0.000673077 0.000404134
threshold=-1.0000000180025095e-35 -0.082704999999999987 -0.51745999999999992 -0.52174999999999983 -0.26719999999999994 0.10113500000000002 -0.017269999999999997 -0.27619499999999997 -0.012844999999999997 0.097095000000000015 -0.034019999999999988 0.088980000000000017 0.0062100000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.086785000000000015 -0.064869999999999983 -0.115685 1.0000000180025095e-35 0.15641500000000003 0.10836000000000003 -0.09602999999999999 -0.085974999999999982 0.089125000000000024 0.086130000000000012 0.10223 0.094045000000000004 0.0015650000000000002 -0.084129999999999996 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 11 -6 12 13 14 -10 -16 -17 19 21 24 -21 -19 23 -23 -12 26 27 28 -24 -30
right_child=1 2 3 4 5 6 -8 8 9 -11 17 -13 -14 -15 15 16 -18 18 -20 20 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010565780926787896 -0.0013234527005705926 -0.0013261256307330891 -0.0014357274550004695 -0.0013164895929943495 -0.0011562242878124141 -0.0013297343121285322 0.001029658936071421 0.0010870344950310634 -0.00068012229450520963 -0.00099569653360135008 -0.00013125008883952351 -0.00074679323692868429 0.00099638768281916151 -0.000654058673893627 0.00097135658364588459 -0.00055303005255359563 0.00068193853394123084 -0.0013201747373712545 -0.0011890283552865371 -0.0013129486287473463 0.00024212504756144194 -0.0014531464125015691 -0.0012139420992629047 -3.4353881639717992e-05 0.00088087630775580809 0.00046845576682137322 -0.00095421910249635078 0.00092172766361537067 -0.00097227910493424255 -3.41478872390761e-06
leaf_weight=0.0011473114498232731 0.0015469810728893077 0.001502963759137276 0.0011684218617240552 0.001279493194441649 0.0014551790017712776 0.0010569335716041897 0.001615083090514168 0.0014354523479923617 0.0011364777495259659 0.0011131690256647184 0.0017811387920865151 0.0012454975774858221 0.0018837056869500666 0.0022937407527479081 0.0025851028286267841 0.0021180723623643871 0.0014876092442790423 0.001039524620548792 0.0019223586117656502 0.001058733042816673 0.0010270711973134894 0.0016443140429580607 0.0013105422947734457 0.0010007263003899425 0.0023507594245639751 0.0028316579256255628 0.0016384442612861214 0.0015766491801212376 0.0010184618569155654 0.008892681620324876
leaf_count=113 355 274 65 218 386 18 118 158 33 36 62 24 55 63 144 57 19 127 153 46 7 74 273 19 58 33 268 75 23 556
internal_value=0 -0.00026157 -0.000230262 -0.000197946 -0.000168904 -0.000138641 9.6673e-05 4.54341e-06 9.67232e-05 -5.81636e-06 -0.000277072 8.06061e-05 0.00017018 8.41619e-06 0.000215799 0.000380268 -4.35145e-05 -0.000233098 -0.000326863 0.000111869 -0.000547215 -0.000247762 -0.00019178 -0.00091636 0.000444579 -8.07951e-05 -0.000188526 -9.05022e-05 -0.000232721 -0.000102975
internal_weight=0 0.0540169 0.05247 0.050967 0.0497986 0.0485191 0.0179708 0.0163558 0.0152988 0.0138634 0.0305482 0.0127502 0.0115047 0.009621 0.00732726 0.00619078 0.00360568 0.0290931 0.0228754 0.0062177 0.0020858 0.020953 0.0199135 0.00264504 0.0041319 0.0172684 0.0144368 0.0127983 0.0112217 0.00991114
internal_count=3910 3797 3442 3168 3103 2885 725 607 589 431 2160 395 371 316 253 220 76 1774 1601 173 53 1448 1321 93 120 1228 1195 927 852 579
is_linear=0
shrinkage=0.00145689


Tree=1305
num_leaves=19
num_cat=0
split_feature=1 0 2 50 403 15 48 3 43 4 1 160 1 133 48 42 0 43
split_gain=0.000127293 0.00025586 0.000218967 0.000242283 0.000203973 0.000229662 0.000177564 0.000368677 0.000367114 0.000354442 0.000449609 0.000189215 0.000207617 0.000158098 0.000136301 0.000163165 0.00012586 0.000101757
threshold=0.076710000000000014 -0.084074999999999997 0.14073000000000005 0.10119500000000002 0.03138500000000001 0.079360000000000014 0.086215000000000014 -0.10315499999999998 -0.075819999999999985 0.0057500000000000008 0.11097000000000001 -0.089599999999999985 0.10884000000000001 0.084285000000000013 0.086065000000000016 0.084100000000000022 -0.11524 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 6 7 -2 -9 -8 -11 -10 16 -1 15 17 -13 -3
right_child=2 14 -4 -5 -6 -7 9 8 11 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0031618879818306549 0.00281434551503453 -0.00061240909316264954 0.0022862203082166513 -0.0020952605055018368 0.002182692229303881 -0.001854315318430596 -0.0025259963533837072 -0.0015484020141708196 0.0025372177725804176 0.0021900045498083032 -0.0016737340729225355 0.0020798514772879524 -0.00094861597087953354 -0.00071976110303110467 0.0015122448844913619 -0.0017797497887355716 6.4091147513024778e-05 0.00098301768425113588
leaf_weight=0.001082512720715037 0.0014452831854707702 0.0017878322420661341 0.0010564902155641423 0.0010919896435712664 0.0010973033568681964 0.0012771411488691218 0.0013775163786402542 0.0019833126748050609 0.001149268127928595 0.0014781750840420216 0.0012457749478667068 0.0015347072770115497 0.0016564393062464267 0.0013213160634404642 0.0011059616585806786 0.0012836785616501811 0.0012711469041377611 0.0018015926659908921
leaf_count=570 190 361 180 235 99 330 176 247 41 45 51 71 113 439 89 428 124 121
internal_value=0 -0.000514124 0.000194816 6.17758e-05 0.000213584 6.37296e-05 0.000250131 0.000621075 0.000203701 -0.000567477 0.000422957 0.000822953 0.000381442 -0.00181952 1.06992e-05 -0.00033008 0.00116664 0.000188362
internal_weight=0 0.00838289 0.0176645 0.0166081 0.0155161 0.0144188 0.0131416 0.00904016 0.00759487 0.00410147 0.00272395 0.00561156 0.00446229 0.00240383 0.00597907 0.0048731 0.00280585 0.00358942
internal_count=3910 2008 1902 1722 1487 1388 1058 786 596 272 96 349 308 1009 999 910 195 482
is_linear=0
shrinkage=0.00473777


Tree=1306
num_leaves=20
num_cat=0
split_feature=124 4 0 1 12 3 12 44 3 474 160 160 49 52 151 2 12 1 12
split_gain=0.000130364 0.000152516 0.00019275 0.000215146 0.000261881 0.000224816 0.000251323 0.000211689 0.000241513 0.000308626 0.000242749 0.000271489 0.000202799 0.000261102 0.0003382 0.000371867 0.000287447 0.000174478 0.000107686
threshold=0.10385500000000002 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.08401500000000002 -0.089974999999999986 0.086935000000000012 1.0000000180025095e-35 0.15165000000000003 0.084655000000000022 -1.0000000180025095e-35 -0.11047499999999999 -0.081419999999999979 0.071660000000000015 -0.0088999999999999982 0.087995000000000004 0.097345000000000015 0.095825000000000007 0.087535000000000016
decision_type=2 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 -5 -12 14 -14 16 17 -16 -4
right_child=-2 2 18 7 5 6 -8 -9 -10 -11 12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=-0.0014612048544477574 0.0014094965461187937 -0.0030078227107462416 0.0023851969077656743 3.8495658155767885e-05 -0.0022441867111125616 0.0018789676865810108 -0.00084624359948692136 -0.0018824151652983097 0.0023735036721022232 0.0023382872364736645 0.0016907089632022198 -0.0030658137671077963 -0.0021602511011965825 0.0019964842827992165 -0.00059617006216525898 0.0017482089587010073 0.0010343310688445764 -0.0030761959746504809 0.0003341554365166903
leaf_weight=0.0016006850190112267 0.0012428425340011975 0.0010301435955951945 0.0010003655611949816 0.0012344011596915339 0.0010495298846436539 0.0011452119560114889 0.0018121860759857944 0.0010212498360431246 0.0010432165913395195 0.0011675073046604209 0.0015868557793781166 0.0011091325693473051 0.001717665234264535 0.001091187239286473 0.001415728186842987 0.0019643286276117833 0.0012901958076838582 0.0010064808137092984 0.0011309570862758633
leaf_count=174 49 271 96 156 322 365 932 68 153 152 100 135 157 74 302 131 104 102 67
internal_value=0 -0.000102408 -7.08111e-06 -0.000141433 -0.000959995 -0.000433518 0.000209057 0.000122062 0.000262016 9.98531e-05 -0.000110633 -0.00143069 0.000196503 -8.2923e-05 -0.00038978 0.000145929 -0.000701879 -0.00162668 0.00129684
internal_weight=0 0.024417 0.0228163 0.020685 0.00503707 0.00400693 0.0029574 0.0156479 0.0146267 0.0135835 0.012416 0.00234353 0.0100724 0.00848559 0.0073944 0.00567673 0.0037124 0.00242221 0.00213132
internal_count=3910 3861 3687 3524 1890 1619 1297 1634 1566 1413 1261 291 970 870 796 639 508 404 163
is_linear=0
shrinkage=0.00455379


Tree=1307
num_leaves=21
num_cat=0
split_feature=14 3 3 3 43 42 39 13 52 16 16 49 13 4 2 1 43 43 1 16
split_gain=0.000138248 0.000138074 0.000161767 0.000250802 0.000211325 0.000390168 0.000318136 0.000158227 0.000252797 0.000370947 0.000403552 0.000321742 0.000204355 0.000212767 0.000126957 0.000124839 0.000249381 9.93521e-05 6.24734e-05 9.56576e-06
threshold=0.073890000000000011 -0.15464999999999998 -0.078884999999999997 -0.08348499999999999 -0.053009999999999995 -0.094739999999999977 0.084155000000000021 -0.09547499999999999 0.12267000000000002 0.050115000000000007 -0.057604999999999996 -0.0090499999999999973 -0.52445999999999982 0.022820000000000003 0.09580000000000001 0.089895000000000017 -0.089949999999999988 0.0050750000000000005 0.078675000000000009 0.13514000000000004
decision_type=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 15 5 -4 19 12 9 10 11 14 -6 -14 -9 16 -3 -18 -1 -7
right_child=-2 2 4 -5 7 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0017884479658828783 -0.0014989173799840282 -0.0021492542916702077 -0.0011821338516503669 -0.0022668233774830685 -0.00087307562984829175 0.00048551086462427591 0.0035946681499247901 0.00092276190807697432 0.0011244505445314633 -0.0029963141125652652 0.0011560143901293742 -0.0025903014234457855 0.0024104651299031742 2.7305691990966837e-06 -0.0011354599722997027 0.00065654087018886188 0.0011202989465252044 -0.00070453134559508206 0.00036057710461555071 0.0010554887628961862
leaf_weight=0.0010116399593655947 0.0010375087426057741 0.0012371010940605545 0.0010582783397885542 0.0012522566826209131 0.001107349785604117 0.0010018024436303499 0.0010260114776343143 0.0010304668603566824 0.0014475696518252978 0.0010745075330521603 0.001960581360249904 0.0015460590291218879 0.0013011337272794124 0.0012003528798465724 0.0010090455042064406 0.0018278716188873112 0.0010063454231295562 0.0010239992125411213 0.0010753841217355786 0.0010017834608896381
leaf_count=23 135 353 50 700 54 240 259 31 126 157 119 305 104 107 52 160 546 103 181 105
internal_value=0 3.8608e-05 -5.71047e-05 -0.000613061 0.000166745 0.000973831 0.00172694 -0.000115798 -0.000436898 -0.000778278 -0.000348558 -0.00117125 0.000602082 0.0012551 -9.55401e-05 -0.000206622 -0.000689492 0.00019995 0.00105271 0.000770497
internal_weight=0 0.0241995 0.0221125 0.00634757 0.0157649 0.00408788 0.0030296 0.0116771 0.00806823 0.00662066 0.00554615 0.00358557 0.00360884 0.00250149 0.00203951 0.00509532 0.00326745 0.00203034 0.00208702 0.00200359
internal_count=3910 3775 3571 1862 1709 654 604 1055 790 664 507 388 265 211 83 1162 1002 649 204 345
is_linear=0
shrinkage=0.00412451


Tree=1308
num_leaves=31
num_cat=0
split_feature=9 52 133 160 457 457 0 1 484 0 4 4 4 16 42 43 4 0 49 13 15 42 47 3 43 2 0 13 49 52
split_gain=0.00106796 0.000985293 0.000923886 0.000742907 0.00071143 0.00071816 0.000880518 0.000764789 0.000972968 0.000626737 0.000880424 0.00100343 0.000669415 0.000734755 0.00113926 0.000598984 0.000595162 0.000990231 0.000627011 0.000682115 0.000645751 0.000589217 0.000532175 0.000585429 0.000510266 0.000504131 0.000439673 0.000533872 0.000658837 0.000534982
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 0.51789000000000007 0.088055000000000008 -0.23129999999999998 0.11368000000000002 -0.0043499999999999988 -0.23129999999999998 -1.0000000180025095e-35 0.053925000000000008 -0.0037349999999999992 0.41476000000000007 0.091330000000000008 -0.074254999999999988 -0.51381999999999983 0.16242500000000001 -0.0019649999999999997 0.0024700000000000004 0.084050000000000014 -0.089024999999999979 0.10933000000000002 -0.053439999999999994 -0.051469999999999995 0.097135000000000013 -0.017269999999999997 -0.077154999999999987 0.090775000000000008 0.11898000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 15 13 14 16 -12 -11 18 25 20 -20 -22 23 -13 -8 -18 27 28 -9 -29
right_child=1 2 3 4 -6 6 24 26 9 10 11 22 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0012674362624264658 -0.0013560750468228106 -0.0013290412129831617 -0.00097589879036810462 -0.0011578578118432163 -0.0012144670325681779 -0.00041798430364125904 0.00011350645135825521 0.0014662359408192706 0.00079536863833909541 -0.00090959887706659932 -0.00016042784115904445 0.00043383468752624933 0.0008235609608502057 0.0011562535587474471 -0.0014544346147730594 -0.001486157493285791 -0.0010752377126234001 0.0014845463979124129 0.00065208967249111424 -0.00062999380827372456 0.00059284527029213746 -0.00075381684161489933 -0.0011265589914375251 -0.00045751334484513481 0.0013677596646872175 0.0001078740997659856 0.0012693050728988325 -0.00030488223678871171 -1.3017988553434882e-05 0.00059978160442641449
leaf_weight=0.0013569965576550871 0.0012789655310572181 0.0011944881198727711 0.0016939518510897802 0.0018565211332651757 0.0010039495718956451 0.0013556412096136228 0.0010176722380532688 0.0014828732818832355 0.001819740845718335 0.0014036796176099984 0.0010767876309523139 0.003538019913952084 0.0023638152478955279 0.0011096756387019005 0.0012555616445268916 0.0024996851459182651 0.0018755198433968454 0.0010631491239472277 0.0055567545140261555 0.0019074219753234542 0.0012095712067790032 0.0017636101010252148 0.0010271377778110491 0.0030127966637154557 0.0024185305419113226 0.0013809168278058337 0.0010380143207680001 0.0041126167567239183 0.0012053287046942529 0.002224191190663305
leaf_count=121 275 229 290 474 17 36 75 114 27 21 48 187 55 15 296 117 130 18 254 202 90 329 16 65 54 47 84 145 40 39
internal_value=0 -6.68142e-05 -3.65408e-05 -7.56038e-06 2.42416e-05 4.88307e-05 0.000596189 -8.45766e-06 -0.000110399 -5.29741e-05 -0.00010115 -0.000438237 7.88434e-05 -1.61792e-05 -9.0881e-05 -0.00108701 1.50571e-05 0.00010301 -4.2484e-06 0.000173366 0.00035301 -0.000205958 -0.000132042 2.38934e-05 0.000996298 -0.00057353 0.0003534 0.000248057 0.000802972 1.26507e-05
internal_weight=0 0.0557466 0.0544676 0.0532731 0.0515792 0.0505752 0.00479184 0.0457834 0.0357204 0.0338638 0.0320441 0.0111544 0.0208897 0.0185259 0.0174162 0.00357647 0.0161606 0.0147569 0.0136938 0.0104374 0.00852994 0.00297318 0.00757795 0.00655082 0.0034362 0.00325644 0.010063 0.00902501 0.0026882 0.00633681
internal_count=3910 3789 3514 3285 2995 2978 165 2813 2391 1917 1890 433 1457 1402 1387 165 1091 1070 1052 875 673 419 268 252 129 177 422 338 154 184
is_linear=0
shrinkage=0.00148603


Tree=1309
num_leaves=19
num_cat=0
split_feature=453 4 1 1 15 48 51 403 0 0 2 43 15 2 43 1 48 42
split_gain=0.00012898 0.000198888 0.000261512 0.000330758 0.000198304 0.000236029 0.00029794 0.000324835 0.000175874 0.000393393 0.000281115 0.000242685 0.000247986 0.000240295 0.000208595 0.000178636 8.05326e-05 6.40724e-05
threshold=1.0000000180025095e-35 0.25367000000000006 0.11235500000000002 0.10688500000000002 -0.10192499999999999 0.093225000000000016 0.08955500000000001 0.088015000000000024 -0.10071499999999999 -0.077944999999999987 0.084925000000000014 -0.074254999999999988 -0.017214999999999998 0.079395000000000007 0.079060000000000005 0.083065000000000014 0.12862000000000004 0.084100000000000022
decision_type=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 13 10 -10 12 -11 -6 -13 -15 -7 -14
right_child=-2 2 -4 -5 5 16 -8 -9 9 11 -12 14 17 15 -16 -17 -18 -19
leaf_value=-0.0016427414947768732 -0.0013272072244225157 0.0016634511426459992 0.0020965708791280788 -0.0017882396042608799 0.0027370511820266259 0.001880113044831339 -0.0022417843631971591 -0.0023271451426287045 -0.0033143729319346396 -0.00059686368142261386 -0.00037036565880266232 -0.0017852801635515859 0.0025704609301387383 -0.0010807456812787842 0.00050083418771413582 0.0011014265408447502 0.00033329242689504628 0.0011435851382456369
leaf_weight=0.0015338755652082548 0.0013780307912409908 0.0010257574106979908 0.0019349731037967832 0.0011045752158562738 0.0010337522865126987 0.0014883286972098278 0.0012682575979742492 0.0010884865754333126 0.0010964766406780365 0.0010582004066521655 0.0014340452141020643 0.0013686116204049215 0.0013634596532845489 0.001136332293220077 0.0017326519808513741 0.00195537625202169 0.001137749127867238 0.0010808173424039502
leaf_count=277 99 127 322 59 26 143 296 249 534 162 651 428 95 101 88 117 69 67
internal_value=0 5.00232e-05 0.000931753 -0.000126247 -0.000131228 -4.13645e-06 -0.000208299 -2.85561e-05 0.000160134 -0.000178636 -0.00164601 0.000383652 0.00117321 0.000910213 -0.000508046 0.000299387 0.00120995 0.00193952
internal_weight=0 0.0238417 0.00406531 0.00213033 0.0197764 0.0182425 0.0156165 0.0143482 0.0132597 0.00913426 0.00253052 0.00660374 0.00350248 0.00412546 0.00310126 0.00309171 0.00262608 0.00244428
internal_count=3910 3811 508 186 3303 3026 2814 2518 2269 2025 1185 840 324 244 516 218 212 162
is_linear=0
shrinkage=0.00437696


Tree=1310
num_leaves=31
num_cat=0
split_feature=52 133 31 151 1348 1456 1 13 40 51 128 1374 457 49 47 15 3 42 133 3 12 43 15 49 15 15 2 52 12 3
split_gain=0.00106387 0.000860123 0.000772566 0.000637939 0.000911393 0.000925287 0.00076104 0.000580788 0.00083985 0.000880001 0.000536745 0.000528134 0.000511984 0.000478438 0.000598926 0.000431414 0.000409019 0.000379668 0.000573971 0.000420084 0.000524571 0.000831338 0.000361784 0.000379192 0.000359209 0.000338108 0.000407837 0.000424845 0.000320032 0.000319076
threshold=-0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.40391999999999995 0.090050000000000005 -1.0000000180025095e-35 0.10786000000000001 -0.060719999999999989 0.053870000000000008 -0.07174999999999998 0.086435000000000012 -0.094679999999999986 0.088055000000000008 -0.085974999999999982 0.087850000000000025 0.035895000000000003 -0.100615 -0.090359999999999982 0.10681500000000001 0.10666500000000002 0.096055000000000015 -0.18906999999999999 -0.088379999999999986 -0.0090499999999999973 -0.19153499999999998 -0.0063699999999999989 0.083585000000000007 0.086950000000000013 0.084575000000000025 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 24 9 -9 11 -7 13 16 17 -11 -13 -15 19 20 21 -19 23 -23 -8 -24 29 28 -28 -27
right_child=1 2 3 4 -6 6 7 8 -10 15 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013076253455728663 -0.0012288586806889342 0.0011908477674971735 -0.00093967933581826481 -0.001022043505079191 0.0013480654182165556 -0.00097454445007779408 0.00011494485127429131 -0.0010272390411022244 0.0011556558744611355 0.00038142272931958874 -0.0010595024409659995 1.9393107640523406e-05 0.00081132639470053313 -0.00060125962348248215 -0.00073249666001239371 -0.0005621650580389687 -0.0010578483005162639 0.0012001140378572082 -0.00068151001934313785 0.00088441390707120929 -0.00075051925320958118 0.0011599173981621561 -0.0006928953958302964 2.6389062564660776e-05 0.00096695197364532882 -0.00095602796324917305 0.00096451353153998202 -0.00041654621963821642 0.00014986251293938092 4.6971376886529968e-05
leaf_weight=0.0012383209678710197 0.0010772335822676607 0.001110376629194997 0.0013496920965536665 0.0016481950594539599 0.0010167029440291122 0.0011477734265810105 0.001367968437994028 0.0015217048330740113 0.0012634454833602149 0.0043371381702967948 0.0010675228145045059 0.0012146043482115232 0.0014269687844734582 0.0014030518339298572 0.0018719397423651576 0.0012166634788854935 0.0016037130838864036 0.0015410883484392431 0.0014642603712133875 0.0017379156560082274 0.0011525421014337853 0.0011615757129987969 0.0012779358021884867 0.0011532241291463087 0.0033380371430435929 0.0010589111905958681 0.001853553418812659 0.0011701132996703167 0.0019303729927102609 0.0015071256317949044
leaf_count=275 229 113 82 327 42 41 140 44 17 161 149 22 70 188 137 32 99 23 362 25 142 45 190 150 137 136 71 215 164 82
internal_value=0 7.67429e-06 3.73317e-05 8.0913e-06 3.82227e-05 6.08449e-06 4.86729e-05 0.000325968 0.000104002 -8.37872e-05 -8.65826e-05 -4.61329e-05 -2.68998e-06 -5.29705e-05 2.21465e-05 0.000174712 -0.000593592 9.88721e-05 0.000156626 0.000235578 0.000153904 0.000236281 0.00010262 0.000595198 0.000719286 -2.69801e-05 8.61833e-05 0.000320882 0.000548919 -0.00036693
internal_weight=0 0.0459914 0.0449141 0.0438037 0.042454 0.0414373 0.0397892 0.013045 0.00833895 0.00707551 0.0267442 0.0256767 0.0245289 0.0231019 0.0202836 0.0055538 0.00281832 0.0184117 0.0170086 0.0155444 0.0138064 0.0126539 0.0111128 0.0023148 0.00470601 0.00879801 0.00752008 0.00495404 0.00378393 0.00256604
internal_count=3910 3635 3406 3293 3211 3169 2842 531 254 237 2311 2162 2121 2051 1930 193 121 1793 1605 1243 1218 1076 1053 195 277 858 668 450 235 218
is_linear=0
shrinkage=0.00140032


Tree=1311
num_leaves=20
num_cat=0
split_feature=128 41 2 156 158 453 50 1374 0 1 12 43 52 13 2 48 2 15 2
split_gain=0.000125403 0.000152138 0.000159665 0.000167815 0.000172098 0.000193734 0.000173225 0.00018546 0.00028288 0.000204675 0.000272596 0.000365556 0.000345837 0.000341409 0.000417192 0.00017905 0.000262297 0.000174984 0.000127546
threshold=0.086435000000000012 0.078535000000000008 -1.0000000180025095e-35 0.091280000000000014 0.085745000000000002 1.0000000180025095e-35 0.10119500000000002 -0.094679999999999986 -0.23029999999999998 0.12811000000000003 0.10214500000000001 -0.17307499999999998 0.10898500000000001 -0.094679999999999986 0.092745000000000008 0.089125000000000024 0.088055000000000008 1.0000000180025095e-35 0.099015000000000006
decision_type=2 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 -10 13 14 -13 16 17 -15 -18
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 -12 12 -14 15 -16 -17 18 -19 -20
leaf_value=0.0014931459117264595 -0.001566324647637741 -0.001401627263608756 -0.0012487617711381574 -0.0016169263808067113 -0.0016379798141806102 -0.0016548801018039573 -0.0012375740135547302 0.0024532421218802741 0.0025742348487410656 0.0017265553705204367 -0.0016894824426079604 0.00022182699916208792 -0.0022698671043255183 0.0015637196276243443 0.003999517185211761 0.001495424031973626 -0.002768582610550178 -0.00077527425158887002 -0.00060204279518027439
leaf_weight=0.0015867443343258172 0.0010092106232127964 0.0013757818332532637 0.0011878897421624393 0.0011722519090984753 0.0010502437741508599 0.0010395955308529761 0.0013064476261533389 0.0014578631003772042 0.0013585801461779541 0.0019529455472055432 0.0013919634275219453 0.0013678674235966777 0.0010883092478701792 0.001305736758114919 0.0010150761883407355 0.0010434233257789749 0.0010885799848777689 0.0012457073935597807 0.0010778852193994992
leaf_count=237 266 184 61 311 313 88 385 70 60 121 213 81 247 171 55 144 287 453 163
internal_value=0 4.00242e-05 0.000127256 2.47841e-05 0.000121114 0.000218721 0.000327607 0.000450924 0.000582082 0.000386339 0.000167918 0.00041203 9.38602e-05 0.000409722 0.00183103 -0.000178145 -0.000548276 0.000421738 -0.00169066
internal_weight=0 0.0241129 0.0227371 0.0211504 0.0199781 0.0189279 0.0178883 0.0165818 0.0153939 0.0139361 0.0119831 0.0105912 0.00923259 0.00814428 0.00238294 0.00576133 0.00471791 0.00255144 0.00216647
internal_count=3910 3644 3460 3223 2912 2599 2511 2126 2065 1995 1874 1661 1601 1354 136 1218 1074 624 450
is_linear=0
shrinkage=0.0044645


Tree=1312
num_leaves=20
num_cat=0
split_feature=11 1 43 42 52 2 43 160 52 2 13 15 15 1 14 3 16 157 13
split_gain=0.000115107 0.000133517 0.000181656 0.000265081 0.000222299 0.000203723 0.00021967 0.000321887 0.00024987 0.000162519 0.000158871 0.000201901 0.000256377 0.000282608 0.000265427 0.000288434 0.000138616 8.18461e-05 7.16932e-05
threshold=0.088315000000000018 0.10420500000000001 -0.17307499999999998 0.091955000000000023 0.11401500000000002 0.097940000000000013 -0.0037249999999999996 0.086110000000000006 -0.030179999999999995 0.10457000000000001 -0.079834999999999975 0.024640000000000006 -0.017214999999999998 0.11183500000000002 -0.074139999999999984 0.094625000000000015 -0.087089999999999987 -0.068929999999999991 -0.26418499999999995
decision_type=2 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 16 -4 -7 18 12 13 -12 -15 -16 -8 -18 -3
right_child=-2 10 3 -5 -6 9 7 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 -20
leaf_value=0.0011611771369387273 -0.0015557460105672027 0.00083224518472382165 -0.00019763862885604721 -0.0028544015094325876 -0.0023410117624741858 0.0023968244910846531 0.0017548638813277661 -0.0020549313913574849 -0.0034170083135318108 5.4011384281112114e-05 0.0022815318182655021 -0.001870235662629684 0.0027684235325750985 0.0013665657403001282 -4.9948129177189992e-05 -0.0034891388097162118 0.0010462531037175227 -0.00079732673072862854 0.0026771202972242082
leaf_weight=0.0019741888514506764 0.0011372456751564943 0.0010434003944176373 0.0012592281316952418 0.0010210939681880313 0.0011079779400957621 0.0012906944392854234 0.0018768774933958232 0.001293547295224684 0.0010952377313087911 0.0016253586384116225 0.0010451009226486452 0.001003600683496586 0.0010175209997282941 0.0011006278413259185 0.0013534675398328977 0.0010538012772904892 0.0010005720907764748 0.0014090199435219351 0.001004497862594711
leaf_count=186 145 156 348 562 300 128 194 52 730 175 93 74 43 73 180 46 74 222 129
internal_value=0 4.98171e-05 -0.000231851 -0.00044373 -0.000237891 -2.31359e-05 -0.000432592 0.000100164 -0.00169521 0.00109098 0.000538335 0.00016489 0.000531544 3.16383e-05 -0.000638668 -0.00155548 0.000750517 -3.17886e-05 0.00173716
internal_weight=0 0.0235758 0.0149538 0.0129796 0.0119585 0.0108505 0.00793448 0.00558002 0.00235447 0.00291605 0.00862202 0.00657412 0.00557052 0.004553 0.0035079 0.00240727 0.00428647 0.00240959 0.0020479
internal_count=3910 3765 2971 2785 2223 1923 1620 542 1078 303 794 509 435 392 299 226 490 296 285
is_linear=0
shrinkage=0.00492917


Tree=1313
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 14 1456 1213 1374 38 3 1 1 0 52 43 39 160 11 3 16 12 13 151 4 16 4 49 1 13
split_gain=0.0010383 0.000824819 0.000761421 0.000627627 0.000773015 0.000985772 0.000872705 0.000670515 0.000569901 0.000544939 0.000898283 0.000457911 0.000552885 0.000486147 0.000534291 0.000450689 0.000650247 0.000548497 0.000510048 0.000576868 0.000461832 0.000419981 0.000567002 0.000449958 0.000442323 0.000810865 0.000378333 0.000373125 0.000304504 0.000369669
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 0.11976000000000002 0.30601500000000009 0.10031000000000002 0.09112000000000002 -0.23029999999999998 0.11401500000000002 -0.24333999999999997 0.005105000000000001 -1.0000000180025095e-35 0.088055000000000008 -0.073984999999999981 -0.072359999999999994 -0.0089849999999999982 0.16421000000000002 -0.083919999999999981 -0.49837999999999999 0.011450000000000002 0.51060500000000009 -0.020999999999999994 1.0000000180025095e-35 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 21 -13 17 26 19 -19 -21 -15 23 -23 -25 28 -17 -14 29 -26
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 15 27 14 -16 16 -18 18 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0011537579986116782 -0.0012773706282675045 -0.0012415795089082927 -0.0010276910768427015 -0.0011309887939510038 0.0012018614314842095 -0.0012586088378658126 -0.00079342780056964658 0.00090804169278982361 -0.00087013297171731915 -0.00090444612283612814 0.0014283947503873321 -0.00028740127449219065 -0.00010640112092667368 -0.00058421010015806906 -0.00091510530227165501 -0.00065697002727913012 0.0013194242840222216 0.0013096495069832726 -0.00036555772357252608 0.00081960923640939369 -0.00025821307247919152 -0.00055539955328427922 -0.00060701839948796481 -0.0005389786380047615 0.00036069985877594811 0.0010344274254473909 0.00044972850474007107 -0.0011526674804185131 0.000561168235299946 -0.00039683985208979874
leaf_weight=0.0014232474268657805 0.0011535813960791277 0.0010768965848906844 0.001597361016706377 0.0010254341341067166 0.0010643079563452664 0.0012930557468393547 0.0018398987256451884 0.0013242445643299903 0.0012228120096899877 0.0010281470907500525 0.0010877400123148187 0.0020356210018910312 0.0014516277249221332 0.0017619228024097168 0.0011863082458782861 0.0016701103250511568 0.0014948718120123558 0.0020333011367386095 0.0010784808327315432 0.0018291514302006835 0.0014571348692697886 0.0012765456536554263 0.0017745043124008939 0.0010761569809858316 0.0025943950380402647 0.0031469685351441781 0.0010120773968225194 0.0013348017307848173 0.0027841005681517039 0.0026632487429144869
leaf_count=113 275 229 307 27 51 106 515 22 68 24 129 28 44 70 217 79 172 51 29 49 35 160 53 46 169 111 29 171 153 378
internal_value=0 -8.44012e-05 -5.46272e-05 -2.6313e-05 -6.37605e-07 -3.03633e-05 7.66663e-06 4.88436e-05 8.928e-05 0.000120901 0.000150125 0.000110382 -1.2295e-05 7.23866e-05 1.17974e-05 0.000328044 0.000446512 0.000302805 0.000530098 0.000711681 0.000341704 7.61844e-05 0.000152155 0.00025164 0.000335637 0.00041976 -0.000239376 -0.000607601 0.000179223 -2.30303e-05
internal_weight=0 0.0473748 0.0462212 0.0451443 0.0441189 0.0430546 0.0417615 0.0401642 0.0383243 0.0371015 0.0360733 0.0349856 0.0223748 0.0195884 0.0182642 0.0126107 0.0105751 0.00908026 0.00639807 0.00531959 0.00328629 0.0170778 0.0153159 0.0135414 0.0122649 0.0111887 0.00268219 0.00278643 0.00804174 0.00525764
internal_count=3910 3797 3522 3293 3266 3215 3109 2802 2287 2219 2195 2066 1594 1379 1357 472 444 272 164 135 84 1140 1070 1017 857 811 108 215 700 547
is_linear=0
shrinkage=0.00142833


Tree=1314
num_leaves=31
num_cat=0
split_feature=31 1348 14 52 151 133 1213 1456 38 3 1374 1 1 1 42 0 133 43 4 4 13 49 51 15 47 14 3 16 52 1
split_gain=0.00110417 0.00113275 0.00109723 0.000945886 0.000964987 0.00101077 0.000792929 0.000791753 0.000631838 0.00122911 0.000694343 0.00066535 0.000635896 0.000621395 0.000968473 0.000743215 0.00073965 0.000596682 0.000529031 0.000643648 0.000473862 0.000633336 0.000523158 0.00060234 0.000875766 0.0010206 0.000508358 0.00046182 0.000426608 0.00040593
threshold=-1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 -0.51745999999999992 -0.52174999999999983 -0.26719999999999994 -0.082704999999999987 -1.0000000180025095e-35 0.11976000000000002 0.30601500000000009 0.086000000000000007 0.10031000000000002 0.09112000000000002 1.0000000180025095e-35 -0.089744999999999978 -0.084074999999999997 0.10599500000000002 -0.06538999999999999 0.0057500000000000008 -0.0017649999999999999 -0.060719999999999989 0.088340000000000016 0.12342500000000002 1.0000000180025095e-35 0.096475000000000019 -0.46637499999999993 -0.077894999999999978 -0.41163499999999992 -0.082174999999999984 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 12 13 14 -9 27 -17 -14 19 29 26 22 23 24 25 -22 -13 -16 -29 -15
right_child=1 -3 -4 4 5 6 7 8 -10 -11 -12 20 17 18 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010869984697414986 -0.0012070768741353985 0.0013112861834294188 -0.0011757649709499413 -0.0012815452982942684 -0.0011512222735630458 -0.0010867525858886209 -0.00077383438594498869 -0.0010546897143147134 -0.00085563279597067592 0.0013196262403748335 -0.00083467213637510702 0.0001171565435674697 0.00021519817519159481 0.0011251111242715772 0.00027425844281832621 0.00036879828083746937 -0.00070297116680681612 -0.00093079111874313776 0.0010948769011057278 -0.00071069671697333988 -0.00033187949717013263 0.00092281001870481909 -0.00072901848813550533 -0.00069569039190771733 -0.00022935552768432971 0.0012247461456346895 0.0010294492637397115 -0.00027940959001395918 -0.0013196491453886107 0.00020876003256967287
leaf_weight=0.001515474222242851 0.0011990169686424404 0.0010363212279465009 0.001549511561071081 0.001035954621597667 0.0012815339631574432 0.0010704162451594659 0.0018943779461351165 0.0016092482376519604 0.0011804872569314276 0.0014445347441993652 0.0013919388132967994 0.0016939946218101909 0.0012052117791423456 0.001077612052306165 0.001070868766790402 0.0083240170224279236 0.0012957045524238939 0.0023024267673443779 0.0014465487065216109 0.0010914537808552885 0.0010378583445174189 0.0016745423677377866 0.0013183856336240751 0.0011701293875034935 0.0027042344318175537 0.0025000067685149157 0.0028576665870656557 0.0015308764462060864 0.0012445099852423352 0.0038456814296710107
leaf_count=113 270 28 123 63 217 339 276 204 24 136 85 51 103 24 53 299 182 131 24 52 24 37 24 35 37 161 118 84 377 216
internal_value=0 -5.50133e-05 -8.17043e-05 -4.87862e-05 -2.11757e-05 5.32797e-06 3.62174e-05 6.18406e-05 9.70062e-05 0.00012266 8.18731e-05 0.000112989 -1.43964e-05 6.69481e-05 -8.72014e-05 2.84181e-05 0.000224439 -0.000537033 0.0003784 0.000206088 0.000334803 0.00017946 3.68844e-05 0.000173113 0.000335976 0.000768099 0.000689921 -0.000461842 -0.000745863 0.000409331
internal_weight=0 0.0540851 0.0530487 0.0514992 0.0503002 0.0492643 0.0479827 0.0469123 0.0450179 0.0438375 0.0423929 0.041001 0.0260442 0.0225365 0.0150752 0.013466 0.00961972 0.00350764 0.0074613 0.00601475 0.0149568 0.0104052 0.00873061 0.00741223 0.0062421 0.00353787 0.00455166 0.00384626 0.00277539 0.00492329
internal_count=3910 3797 3769 3646 3376 3313 3096 2757 2481 2457 2321 2236 1749 1515 1199 995 481 234 316 292 487 318 281 257 222 185 169 514 461 240
is_linear=0
shrinkage=0.00131955


Tree=1315
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 1456 52 375 133 1213 1374 1429 1 484 150 403 157 130 1186 0 43 14 1374 0 4 16 160 42 160 43 3
split_gain=0.00149097 0.00105793 0.00118123 0.00129159 0.00127682 0.000944147 0.000926843 0.000966983 0.000846379 0.000856468 0.000857023 0.000743872 0.000808258 0.000828545 0.00074768 0.000651435 0.000632675 0.000693666 0.00062717 0.00100483 0.000720877 0.000580004 0.000793264 0.000723887 0.00108772 0.00085248 0.000634855 0.000617651 0.00090736 0.00057911
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.51745999999999992 0.087245000000000017 -0.26719999999999994 -1.0000000180025095e-35 0.087785000000000016 -1.0000000180025095e-35 0.10752500000000002 0.085815000000000016 -1.0000000180025095e-35 -0.082404999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084830000000000017 -0.017269999999999997 -0.24333999999999997 -0.24487499999999998 -0.094679999999999986 -0.23029999999999998 -0.0021099999999999995 -0.50763499999999995 0.086620000000000016 0.092145000000000019 0.043720000000000009 -0.083899999999999988 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 10 -10 12 13 -12 -15 -16 17 -17 19 -13 29 -18 -23 26 -25 -26 27 -24 -29 -21
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 18 -14 14 15 16 21 -19 -20 20 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0012349293796090927 -0.0013736194912247026 -0.0011244640013581828 0.0013256035687627416 -0.0012607829594066722 -0.0012422888887088205 -0.0012370482559171318 -0.0012446209244950188 -0.00076263642831277698 -0.0010149780809965852 -0.00086836889450490451 -0.0011816671723402835 -0.0005536025341504649 0.0007995081560447226 -0.0011318023423594016 -0.00090037566601755764 -0.0014004088134264786 -0.00076556894751822729 0.00023302509811125524 0.0014007102723192131 0.00056847345351293294 0.00073161244795204002 0.0011794259893519994 0.00072523644792615481 0.00076201915183363134 -0.00094045710985739338 0.00052934041793043212 -0.00052930150719217956 0.00079325414373082668 -0.00078258209641651614 -0.00090569259545427491
leaf_weight=0.0017476936567952786 0.0012099264154485914 0.0020486516013004654 0.0011976181474482308 0.001758698733270502 0.0011656892230680329 0.0010984642353969445 0.0010891141145901164 0.0021672478403552123 0.0011631784450720764 0.0016134704773254063 0.0011173568208731046 0.0019273780108619585 0.0027265483966854012 0.0010047030254008984 0.0012071163522684438 0.0010248730912847384 0.0010856836788661886 0.0010143880274822159 0.0012918074945413869 0.0010183953879949756 0.0083284417651154907 0.0017710712556464467 0.0074778363681573361 0.0016375356733835389 0.0031835575861482194 0.0010222585857135869 0.0012880600850504473 0.0013575028304630976 0.0015173543094979536 0.0010732123779391145
leaf_count=113 65 347 42 122 238 206 37 511 71 81 55 19 125 415 156 70 19 34 91 44 278 28 261 36 156 47 92 78 49 24
internal_value=0 -7.82806e-05 -4.99789e-05 -8.03856e-05 -4.07838e-05 3.28974e-06 3.27971e-05 6.17109e-05 9.20527e-05 0.000133351 0.000170731 0.000203511 7.45595e-05 -2.32345e-06 5.12611e-05 0.000101654 0.0001557 -0.000587891 0.000472356 0.00037523 0.000547034 0.000230249 0.000286397 0.000195937 -0.000206225 -0.000583211 0.000397811 0.00051316 -3.84748e-05 -0.000187927
internal_weight=0 0.0565871 0.0553772 0.0541796 0.0524209 0.0503722 0.0492066 0.0481174 0.047019 0.0448517 0.0432383 0.0420751 0.0284358 0.0257093 0.0245919 0.0235872 0.0223801 0.00203926 0.0136392 0.0123474 0.01042 0.0203409 0.0192552 0.0174841 0.00584335 0.00420582 0.0116408 0.0103527 0.00287486 0.00209161
internal_count=3910 3797 3732 3690 3568 3221 2983 2946 2740 2229 2148 2077 1621 1496 1441 1026 870 104 456 365 346 766 747 719 239 203 480 388 127 68
is_linear=0
shrinkage=0.00140032


Tree=1316
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 14 1456 1213 133 376 376 1456 1 42 15 2 4 52 151 12 52 42 49 2 15 1 1 48 2 0
split_gain=0.00125946 0.000791733 0.00080692 0.000697858 0.000786171 0.000983645 0.000866315 0.000529904 0.000510838 0.000667107 0.000766263 0.000544524 0.000559578 0.000545156 0.00067536 0.000546839 0.000628079 0.000622394 0.00058626 0.000558492 0.000512012 0.000496548 0.000505054 0.00052377 0.000399256 0.000662892 0.000481448 0.000555363 0.000423544 0.00026864
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 1.0000000180025095e-35 0.10786000000000001 -1.0000000180025095e-35 0.085120000000000015 0.086650000000000019 -0.0017649999999999999 0.11401500000000002 -0.083559999999999982 0.084235000000000018 -0.031409999999999993 0.091955000000000023 -0.085974999999999982 0.097940000000000013 0.024640000000000006 0.13767000000000004 0.11167500000000001 0.091065000000000021 0.11260500000000001 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 20 16 19 18 -17 -15 -10 22 -20 -24 25 26 -14 28 -28 -29
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12 -13 24 15 -16 17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0011461014710739414 -0.0012252103641212989 -0.0012058490046604343 -0.00095759560181252895 -0.0011220839664012297 0.0011494676010000448 -0.0011868044963856928 -0.00067796781627053307 0.0010381012009086927 -0.00013601536371623922 -0.00098324068834745133 0.0012660488661277553 -0.00085656762190746219 0.0010282222226400464 0.00049920281694619735 0.00028419103229117916 -0.00048436612857371007 -0.00084032036716261572 -0.00049308070192101417 -0.00013321724359249211 -0.00069217270800963954 -0.0013432145368044669 -0.00027792308977390648 0.00042562825443834566 0.001171412495614942 -0.0002633125252522135 0.0013704693791625454 0.00010486118487071715 -0.00075220976965074092 0.0011188847340609326 0.00013370116789768272
leaf_weight=0.0016591327717270224 0.0010939101323446101 0.0010988036720235841 0.0016450939588847904 0.0010483355046062562 0.0011148161748102394 0.0013161061040647395 0.0017578251992944041 0.0010482262833555458 0.0010960435416986769 0.0011074205544705498 0.001029266204550571 0.0011700250943031945 0.0014425874634240721 0.002195099196185879 0.0014771276703893221 0.0014179560205442874 0.0022724457333662676 0.0019525615726423426 0.0015484435289181437 0.0011199906563486017 0.0016728189920437444 0.0014859490771508286 0.0043564620029430384 0.0029951273478872054 0.0016044395342333937 0.0013382594690276584 0.0018780633460961926 0.0013577824295012419 0.0013234162943445149 0.0012291215973752045
leaf_count=113 275 229 307 27 51 106 515 39 77 27 28 277 46 73 191 127 122 135 33 223 201 125 128 65 47 93 54 24 97 55
internal_value=0 -7.08732e-05 -4.34816e-05 -1.50996e-05 1.13037e-05 -1.83161e-05 1.87214e-05 5.89991e-05 9.29841e-05 6.62593e-05 9.8577e-05 6.41793e-05 9.60862e-05 -1.99802e-05 -0.000465438 7.77973e-05 -0.000284385 0.000224906 0.000343673 9.67011e-05 -0.000865349 0.000456722 0.000579378 0.00072947 0.000365213 0.000482894 0.000318627 0.000141781 0.000524035 -0.000331285
internal_weight=0 0.0471935 0.0460996 0.0450008 0.0439525 0.0428377 0.0415216 0.0398765 0.0381186 0.0370704 0.035963 0.0349337 0.0337637 0.02359 0.00424599 0.019344 0.00558754 0.0137565 0.0118039 0.00331509 0.00276886 0.010386 0.00890003 0.00735159 0.0101737 0.00856923 0.00723097 0.00578838 0.00320148 0.0025869
internal_count=3910 3797 3522 3293 3266 3215 3109 2802 2287 2248 2221 2193 1916 1500 469 1031 418 613 478 296 278 351 226 193 416 369 276 230 151 79
is_linear=0
shrinkage=0.00137286


Tree=1317
num_leaves=21
num_cat=0
split_feature=43 40 159 50 52 13 2 3 48 457 48 133 12 15 16 12 43 4 15 52
split_gain=0.00013534 0.000232307 0.000191392 0.000247816 0.000202165 0.000215825 0.000303382 0.000242523 0.000205919 0.000218666 0.0003844 0.000226202 0.000189421 0.000140775 0.000153255 0.000188997 0.00023244 5.3398e-05 5.32972e-05 3.96077e-05
threshold=0.24789500000000006 -0.083709999999999993 -0.034019999999999988 0.10030500000000002 0.11401500000000002 -0.083514999999999992 0.097940000000000013 0.12046500000000002 -0.031569999999999994 -0.0015249999999999997 0.09227500000000001 0.085835000000000009 0.084100000000000022 0.024640000000000006 -0.094359999999999986 0.051320000000000005 -0.087439999999999976 0.022820000000000003 -0.09547499999999999 0.41234500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 5 6 12 8 -7 -10 11 13 -4 14 -11 16 -16 -8 -18 -3
right_child=-2 2 3 -5 -6 7 17 -9 9 10 -12 -13 -14 -15 15 -17 18 -19 -20 -21
leaf_value=0.0020003913937222933 -0.0016405302362984835 -0.00204422091445869 0.0014625664380409369 0.0021768056519381454 -0.001713936179429634 0.0017647980269336599 0.0029426083592774968 -0.0021571545433669431 -0.0021384257194328416 -0.0012856104463464203 0.002264831292261061 -0.0023215614327911369 -0.00093539686991966193 -0.00122444054302475 0.0030482006624506699 -0.00058180452120116903 0.001183571633731507 0.0014759917843135903 -0.00021618372575829024 -0.0007642765674459839
leaf_weight=0.0011943005537901332 0.0010339154903145345 0.0010020514752813172 0.0010823705262911149 0.001095777314010892 0.0014035667931033132 0.0012032769243921484 0.0010578430692593788 0.0012150244499142806 0.0011078142015417151 0.0011316118076949563 0.0013418674419325991 0.0010615587546851111 0.0018518452675574948 0.0017592106320470369 0.0010059419992103358 0.0018919917552364662 0.0010334244106177115 0.0010028231757250872 0.001242056185940984 0.0010033599890452161
leaf_count=164 240 268 182 242 243 125 102 54 84 90 105 406 392 443 37 263 53 92 103 222
internal_value=0 4.11858e-05 -5.84115e-05 6.71525e-05 -4.62098e-05 7.7062e-05 0.000889672 -0.000212988 -2.81331e-05 -0.000214509 -1.08972e-05 -0.000345523 -5.08386e-05 -8.54015e-05 0.00023241 0.000564456 0.00122536 0.00222888 0.000419524 -0.00140383
internal_weight=0 0.0246877 0.0234934 0.021488 0.0203922 0.0189887 0.00499488 0.0139938 0.0127788 0.0115755 0.0104677 0.0091258 0.00293422 0.00806424 0.00630503 0.00517341 0.00328142 0.00206067 0.00227548 0.00200541
internal_count=3910 3670 3506 3016 2774 2531 768 1763 1709 1584 1500 1395 574 989 546 456 193 194 156 490
is_linear=0
shrinkage=0.00455379


Tree=1318
num_leaves=31
num_cat=0
split_feature=31 52 133 1 0 43 40 48 14 51 12 48 42 159 3 47 13 2 49 43 3 403 12 42 16 12 0 2 3 0
split_gain=0.00102916 0.000898018 0.000854981 0.000651531 0.000587411 0.000641573 0.000639009 0.000547933 0.000613122 0.000509845 0.000407814 0.000953095 0.00062495 0.000383422 0.000507905 0.000870707 0.000489331 0.000489135 0.000421927 0.000667056 0.000582203 0.000506377 0.000393199 0.00070115 0.000470372 0.000670637 0.00044509 0.000684384 0.000263098 0.000518887
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10113500000000002 -0.017269999999999997 -0.24333999999999997 -0.012844999999999997 0.12675000000000003 -0.22654999999999997 0.13669500000000004 0.092475000000000016 -0.033554999999999995 0.094425000000000023 -0.034019999999999988 -0.115685 1.0000000180025095e-35 0.15641500000000003 0.086130000000000012 -0.085974999999999982 -0.080569999999999989 0.10223 -1.0000000180025095e-35 0.094045000000000004 0.091145000000000018 -0.083564999999999987 0.085250000000000006 -0.084304999999999977 0.089910000000000004 -0.015794999999999997 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 8 -8 -9 11 -10 -12 -4 16 18 17 -15 19 -16 21 -20 23 24 26 28 27 -23 -26 -30
right_child=1 2 3 4 -6 6 7 9 10 -11 12 -13 -14 14 15 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0011556068774225151 -0.0012757853772391726 -0.001220900593559905 -0.00092226182027605429 -0.00063205157760510839 0.00099044607776876481 0.0011370037722669517 -0.00038590420021941208 -0.0011727268400070839 -0.00030280211609864114 0.00016359792384002057 -0.00068083378728355209 0.0010354859935623006 0.00062839608074394271 -6.4086814424122715e-05 0.00013897643393701961 -0.0011533501145597203 -0.00037095336080556813 0.00097733820475638298 -0.0010288445050589869 -0.0014004222091790373 0.00055056788306243705 -0.00078886357793269714 -0.00082177672985632769 0.00097275382214339148 0.0003181819887954656 -0.0014003680505337689 0.00076185578663226332 0.00040128114104186381 0.00013227018186200208 -0.0011307124313053064
leaf_weight=0.0013842769176447547 0.0011796579982411562 0.0011690635404980046 0.0011831160040423607 0.0019547415247274094 0.001677930320212572 0.0013584391382986958 0.0022469669508033982 0.0011154215556814515 0.0014331112442143041 0.0011239909596270081 0.0013436930112527001 0.0038382699075665255 0.0015278651969907742 0.001473102450451509 0.0010209186185550223 0.0017397718220309435 0.0015770607066498687 0.002212734838952457 0.0011969841645692045 0.0012016494455870932 0.0027112352190172819 0.0016312511443847821 0.0012606423814417464 0.0012968307294736201 0.0014425111985972806 0.001087095766801105 0.0016966429886195967 0.0022601791262897297 0.001437035226231842 0.0011469991633745857
leaf_count=113 275 229 395 29 119 155 55 39 55 24 72 161 48 66 62 175 56 60 728 38 35 103 182 75 160 200 49 62 32 58
internal_value=0 -6.92624e-05 -3.85651e-05 -7.98237e-06 0.000202347 0.0001194 0.000224413 0.000126252 0.000261666 -0.000502008 0.000440357 0.00067165 1.5766e-05 -0.000142379 -0.000107419 -0.000204367 0.000281816 0.000561116 -0.00011922 -0.000693312 -4.48952e-05 -0.000156573 -7.78284e-05 3.35422e-07 -0.000117502 -0.000424395 0.000163335 -9.76164e-05 -0.000160899 -0.000428342
internal_weight=0 0.0475449 0.0463653 0.0451962 0.0176204 0.0159425 0.0139878 0.0126293 0.0103899 0.00223941 0.00814294 0.00527138 0.00287156 0.0275758 0.0263926 0.0211297 0.0052629 0.00368584 0.01939 0.00222257 0.0171674 0.0144562 0.0132592 0.0119985 0.0107017 0.00511364 0.00558807 0.00389143 0.00402655 0.00258403
internal_count=3910 3797 3522 3293 757 638 609 454 391 63 336 216 120 2536 2141 1959 182 126 1784 100 1684 1649 921 739 664 450 214 165 250 90
is_linear=0
shrinkage=0.00140032


Tree=1319
num_leaves=31
num_cat=0
split_feature=31 52 133 1213 133 160 376 123 484 52 1 48 1 13 12 47 4 15 52 1 13 16 133 2 42 48 474 52 43 151
split_gain=0.00101821 0.000828999 0.000772341 0.000623664 0.000620927 0.000568816 0.000580763 0.000605817 0.000562067 0.000750375 0.000644451 0.000584925 0.000618923 0.00054327 0.000656984 0.000436073 0.000456333 0.000332278 0.00055377 0.000377063 0.000333122 0.000461328 0.000328567 0.000404861 0.000382836 0.000553502 0.000369817 0.000380292 0.000284758 0.000333416
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.17468499999999998 -0.40446999999999994 0.11605500000000001 0.088610000000000008 -0.0043499999999999988 0.024145000000000003 0.13562500000000002 0.12862000000000004 0.10113500000000002 -0.45122499999999993 0.10129000000000001 0.081320000000000017 -0.44477499999999992 1.0000000180025095e-35 -0.077699999999999977 0.12058000000000001 -0.16277999999999995 -0.10808 0.095090000000000022 0.086875000000000022 0.088235000000000022 0.092150000000000024 0.083840000000000012 0.071660000000000015 -0.077664999999999998 -0.0065099999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 11 12 13 -10 15 16 -15 18 -14 20 -20 -22 23 26 25 28 27 -18 -25 -30
right_child=1 2 3 4 5 6 -8 -9 10 -11 -12 -13 17 14 -16 -17 22 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012148906744188811 -0.0012760250409905233 -0.0011982487445612237 -0.00077316015742573418 0.001082292985198679 -0.00089374779592706413 -0.0012050042983452103 -0.00097200230791224683 0.0010174721284074224 0.00070483971216203189 0.00030361349412023344 0.00088413557836850064 -0.00082107659558674129 0.0010318909651933928 -0.00080013104723228952 -0.0011804988482932341 -0.00080769001523948991 -0.0006826315316529652 -0.00024423987667759439 -0.00025961295639732797 -0.00048840638092090142 0.00097397897441495044 -0.00011623052469109755 -0.00062253374923850358 -5.4338633519324809e-05 0.00093402619786342922 -0.00067283228551844097 0.00059791200268721094 0.00016984001222864536 0.0013030486427625663 0.00032208770173748201
leaf_weight=0.001260516482105122 0.0010751884879374165 0.0010840348766882326 0.0019564379689316616 0.0010832408695407017 0.001326571283858268 0.0015683095354171997 0.0010817753531893173 0.0012747362083752592 0.0016574998501255314 0.0010999383365907223 0.0018672306285717468 0.0014830930335811834 0.0024856026005064544 0.0012719657108544039 0.0011021012297482971 0.0014187693742895293 0.0025487744768499937 0.0014634865129607997 0.0010872352307216291 0.0011199856432653199 0.0023945399364881945 0.0011157414315121602 0.0012102636337236747 0.0017783296018949448 0.0016892769782970163 0.0011966771583260538 0.0010233512767783282 0.0017177128201817382 0.0010216599741212917 0.0020281903942593891
leaf_count=113 275 229 566 46 254 365 27 109 16 149 117 52 88 42 127 112 191 38 31 51 86 35 256 161 60 28 46 123 30 87
internal_value=0 -6.14677e-05 -3.12086e-05 -1.13881e-06 3.65122e-05 7.48968e-06 3.91968e-05 6.90645e-05 3.48643e-05 -0.000583103 8.53176e-05 3.69122e-05 8.02953e-05 -6.2323e-05 -0.000132938 -6.46435e-05 3.43074e-06 0.000370421 0.000480081 0.000240189 0.000417679 0.000627456 7.53377e-05 0.000140288 0.000344894 0.000179711 -0.000158089 -0.000339421 0.000391016 0.000650697
internal_weight=0 0.0442317 0.0431565 0.0420725 0.0401161 0.0390328 0.0377062 0.0366245 0.0353497 0.00266825 0.0326815 0.0308143 0.0293312 0.0196646 0.0180071 0.016905 0.0154862 0.00966659 0.0082031 0.0057175 0.00459752 0.00351028 0.0142142 0.013004 0.00771413 0.00602486 0.00528984 0.00426649 0.00482818 0.00304985
internal_count=3910 3797 3522 3293 2727 2681 2427 2400 2291 514 1777 1660 1608 1279 1263 1136 1024 329 291 203 152 121 982 726 366 306 360 314 278 117
is_linear=0
shrinkage=0.00140032


Tree=1320
num_leaves=20
num_cat=0
split_feature=14 52 1 132 15 42 42 157 14 49 0 3 457 48 0 43 15 16 43
split_gain=0.0001473 0.000149343 0.000200404 0.000215749 0.00018175 0.000253561 0.000389612 0.000176555 0.000183226 0.000270914 0.000187174 0.0003002 0.000251718 0.000220139 0.000220155 0.000168753 0.000154322 6.82392e-05 3.37977e-05
threshold=0.073890000000000011 -0.40083499999999994 0.077800000000000022 0.080815000000000012 0.085120000000000015 -1.0000000180025095e-35 0.085330000000000003 -0.062769999999999979 -0.13131999999999996 0.082865000000000008 -0.10575999999999998 -0.078884999999999997 -0.0034949999999999994 0.086455000000000018 -0.13027499999999997 -0.077544999999999989 -0.031229999999999997 0.16388500000000003 0.00093000000000000016
decision_type=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 -3 15 -4 -9 10 12 -12 -10 14 -14 -7 -13 -17 -6
right_child=-2 2 3 -5 18 6 -8 8 9 -11 11 16 13 -15 -16 17 -18 -19 -20
leaf_value=-0.0015425739918314828 -0.0019928756381616267 -0.0033368037332055589 0.0019322421674333287 0.0028983843571287445 0.00014641158746595386 0.0020823993046741418 -0.0032578044301258637 -0.001607433160692726 -0.0015695939707842104 0.0023622991891576344 -0.0032374647534446858 0.0012946068509599471 0.0042819974149022801 -8.370894705589282e-05 0.00078850948660032791 0.00049894800144761463 -0.0010304543703950622 -0.0014355531577981597 0.0015592161272737527
leaf_weight=0.0016206031298863213 0.0010860662015894631 0.0011497926648771214 0.0018216286898475884 0.0010534068537636507 0.0010058638861267649 0.0012063013925321386 0.001116646889818329 0.0015899582785700037 0.0010813683470125568 0.0017071698759341123 0.0011181251016467754 0.0015314495592469758 0.0010842726629680943 0.0016539217829265596 0.0010532518486412491 0.0010910665645024187 0.0018876050574145771 0.0010694082809816763 0.0010001581080248956
leaf_count=389 135 427 194 145 491 221 346 101 53 118 330 219 117 67 34 64 221 19 219
internal_value=0 5.47023e-05 0.000166175 0.000520168 -0.000555883 -0.00105681 -0.0004721 0.000347735 0.000120588 0.000367727 5.87016e-06 -0.000789556 0.000746508 0.00140709 0.0025606 0.000451825 1.09779e-05 -0.000458606 0.000850805
internal_weight=0 0.024842 0.0232214 0.0155822 0.00763924 0.00563322 0.00448342 0.0145288 0.0127071 0.0111172 0.00940999 0.00453718 0.00487281 0.00379145 0.00213752 0.00336678 0.00341905 0.00216047 0.00200602
internal_count=3910 3775 3386 1599 1787 1077 650 1454 1260 1159 1041 770 271 218 151 304 440 83 710
is_linear=0
shrinkage=0.0054422


Tree=1321
num_leaves=31
num_cat=0
split_feature=52 158 31 133 1 151 38 123 130 159 150 148 0 40 52 3 3 16 3 42 3 15 47 1213 49 42 3 0 0 0
split_gain=0.00110578 0.00112702 0.00127334 0.000902432 0.000895982 0.00124332 0.000754061 0.000635814 0.00078546 0.000803149 0.000615775 0.000722627 0.000809313 0.000769468 0.000841264 0.000636515 0.000614506 0.00140552 0.000768865 0.000606458 0.000532748 0.000912073 0.0008442 0.000858123 0.000658349 0.00102437 0.000656697 0.00118822 0.0007333 0.000882439
threshold=-0.51745999999999992 0.11034000000000001 -1.0000000180025095e-35 -0.39018999999999998 0.10113500000000002 -0.40391999999999995 0.10657000000000001 0.091310000000000016 0.085970000000000005 -0.034019999999999988 0.15024000000000001 -0.080629999999999993 -0.15291499999999997 0.028705000000000001 0.41469000000000006 0.15165000000000003 -0.073984999999999981 0.050115000000000007 -0.077894999999999978 0.082690000000000013 -0.115685 -0.016339999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085974999999999982 0.084685000000000024 0.10223 -0.052874999999999998 -0.072559999999999986 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 -5 11 -7 -13 14 15 16 18 -18 19 -14 21 -11 23 -22 25 -25 27 28 29 -26
right_child=1 -3 3 4 5 6 -8 -9 -10 20 -12 12 13 -15 -16 -17 17 -19 -20 -21 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0011694857361124412 0.001346408712068541 -0.0012649137187172861 -0.0012267345336315404 -0.0011696032705523331 -0.0011563598214602479 -0.00066455735467569113 -0.00078226055489125654 0.00094181543654348109 -0.0011936070398269928 0.0013285362633156286 -0.00061227667474866453 0.0010161540313586373 0.00066000623094973133 0.0013462300198670671 -0.00091728002894642341 0.001323625082848846 0.00048646500907494484 -0.0010935048398457586 0.0012891357027170775 -0.00044885138442874584 -0.0012156877589402145 3.8854910046963044e-05 -0.00096685100739775766 -0.0013414859381228319 0.00012648234554049373 0.00031107087477500345 0.00062304960503176002 -0.0011886935967324425 0.0010163419131810263 -0.00082830662938804939
leaf_weight=0.0014979691456786784 0.0012976597619730459 0.0012474312726482575 0.0010692767666010119 0.001228194361547085 0.0010974456777717015 0.0010222652263980328 0.0010754144982030303 0.0010117353516534413 0.0012374590189492265 0.0012302716004750636 0.0010782049712361177 0.0041683388705993042 0.0021029335704128016 0.0012314227698606581 0.0010574325969301421 0.0010746421953602434 0.0025259891629523298 0.0017108003220758228 0.0016787669181894654 0.0015536454299081015 0.0011358083925994125 0.005159172208308852 0.0020907905858965617 0.001579272414460319 0.011444786572308397 0.001192692234551096 0.0032488574340163714 0.0014820961592896418 0.0013620264220808318 0.0020708676209997287
leaf_count=275 110 167 202 351 26 42 28 22 278 30 11 91 77 33 52 117 150 42 8 51 392 111 141 43 534 50 26 67 107 276
internal_value=0 1.15526e-06 2.7825e-05 -1.71673e-06 2.13238e-05 0.000238987 0.000314496 -0.000109844 -0.000140718 -0.000101503 0.000375912 0.000434693 0.000500393 0.000334195 0.000227717 0.000341438 0.00023117 -0.000151521 0.000535064 0.000188863 -6.05043e-05 0.00028718 -0.000147258 -7.43894e-05 -1.64689e-05 -0.000630441 7.03249e-05 -3.94396e-05 7.50476e-05 -1.98104e-05
internal_weight=0 0.0604657 0.0592183 0.0579206 0.0568513 0.0213773 0.0202799 0.035474 0.0344623 0.0332248 0.0192044 0.0181262 0.017104 0.0129356 0.0117042 0.0106468 0.00957214 0.00423679 0.00533535 0.00365658 0.0319966 0.00638944 0.0256072 0.0235164 0.0223806 0.00277196 0.0196086 0.0163598 0.0148777 0.0135157
internal_count=3910 3635 3468 3358 3156 728 702 2428 2406 2128 674 663 621 530 497 445 328 192 136 128 1777 141 1636 1495 1103 93 1010 984 917 810
is_linear=0
shrinkage=0.00134594


Tree=1322
num_leaves=31
num_cat=0
split_feature=52 1213 133 1456 151 31 1 2 15 13 403 1 132 42 43 16 160 0 15 14 47 47 12 47 12 49 133 4 42 15
split_gain=0.00107398 0.00108699 0.0010725 0.00110863 0.00112933 0.000753497 0.000653475 0.000642102 0.00059276 0.000536365 0.000904054 0.000762106 0.000539323 0.000644449 0.000581741 0.000849701 0.000555714 0.00083003 0.000528356 0.000498152 0.000736169 0.00060573 0.000572194 0.000678173 0.000704343 0.000492361 0.000494017 0.000456728 0.000637388 0.000513181
threshold=-0.51745999999999992 -0.082704999999999987 -0.39018999999999998 -1.0000000180025095e-35 -0.52174999999999983 -1.0000000180025095e-35 0.10113500000000002 0.14472000000000004 0.024640000000000006 -0.091229999999999992 -0.088854999999999976 0.09112000000000002 0.093105000000000007 -0.090359999999999982 -0.52334499999999984 0.16388500000000003 0.093550000000000008 -0.23029999999999998 0.18599000000000002 -0.46879999999999994 0.08801500000000001 0.10783500000000001 -1.0000000180025095e-35 0.13540500000000003 0.097345000000000015 -0.081419999999999979 0.10599500000000002 -1.0000000180025095e-35 0.084855000000000014 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 25 -11 12 13 -12 -15 16 17 -16 -10 -8 -21 -22 -23 24 -24 -7 -27 29 -29 -19
right_child=1 2 3 4 5 6 7 -9 18 10 11 -13 -14 14 15 -17 -18 27 -20 20 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.001250735293839729 -0.0012150929791044781 -0.0012904117905311924 -0.00090432965963790414 -0.0013111047282424731 0.0010827486104704456 -0.00053655501738051193 -0.00042752321232246925 0.0012216959931108961 -0.0011340615944122421 -0.0013460016453410717 -0.00086884114673523613 -0.00067646439382690543 0.00087429931855859371 0.00094223300758062298 0.0011772415647716553 -0.0011488809918078885 -0.0008002098763019548 -0.00040755955476787958 0.00023025347481343464 0.00073290333628104156 -0.00059304074097419105 0.0010701231352821829 -0.00025757737632801442 -0.00071415559657573994 0.0010463332441192357 0.00060300447828703723 -0.00037581180285823599 -0.001221858758379019 0.0002579678915222787 0.00041064629202642238
leaf_weight=0.0012884740447638423 0.0013172433958710253 0.0011032489026649986 0.0021119970854706063 0.0010187889002235542 0.0014315483338038773 0.001142163641601357 0.0014857641024477184 0.0012459061852916333 0.0010360774812312448 0.0010771062193749561 0.0015140487464584363 0.0032580587187540635 0.0012802889123726393 0.0012232216840644084 0.001311770063921352 0.0011206685725153589 0.0011758485594395305 0.0018838247913146025 0.0010209224899568881 0.006271295835571733 0.0017209758481158133 0.0013872099162881568 0.0014165817930376079 0.0013520507300910367 0.0015960452660266355 0.0051184114912659054 0.0011426261213181022 0.0011060177519022453 0.0010076508111108717 0.005283179318200654
leaf_count=275 354 200 297 64 113 38 43 142 42 413 168 190 50 16 20 100 86 239 22 313 33 29 26 20 19 163 18 61 60 296
internal_value=0 -7.38924e-06 2.27156e-05 5.07153e-05 9.13587e-05 0.000120753 9.1562e-05 0.000288498 0.000221241 -3.58528e-05 -0.000144583 -8.04079e-05 3.44582e-05 -3.43517e-05 5.51779e-05 -2.90077e-05 7.76354e-05 0.000175083 -0.00045693 0.000312836 0.00039287 0.000107511 0.000317118 7.7793e-05 0.000433215 0.000276121 0.000424373 3.34341e-05 -0.00051638 0.000195583
internal_weight=0 0.0541605 0.0528433 0.05174 0.0496281 0.0486093 0.0471777 0.0185328 0.0172869 0.0286449 0.0212417 0.0201646 0.0169065 0.0156262 0.0141122 0.012889 0.0117683 0.0105924 0.002057 0.0152299 0.0137442 0.00747286 0.00575189 0.00436468 0.00301263 0.0074032 0.00626104 0.00928067 0.00211367 0.007167
internal_count=3910 3635 3281 3081 2784 2720 2607 689 547 1918 1699 1286 1096 1046 878 862 762 676 64 483 440 127 94 65 45 219 181 656 121 535
is_linear=0
shrinkage=0.00134594


Tree=1323
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 14 1456 1213 133 376 123 484 16 13 3 1374 38 1 1 1 52 2 15 15 4 4 48 51 51 42
split_gain=0.00107171 0.00100138 0.000966577 0.000686702 0.000709493 0.000965565 0.000967305 0.000699198 0.000554273 0.000637103 0.000702237 0.000626465 0.000549162 0.000586474 0.000590943 0.000540828 0.000532965 0.000446496 0.000439565 0.000500132 0.000538432 0.00104064 0.000702107 0.000678067 0.000528998 0.000702778 0.000524964 0.000443633 0.000425929 0.000403979
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.083745000000000014 -0.075729999999999978 0.41476000000000007 0.16421000000000002 -0.15464999999999998 0.087110000000000007 0.085905000000000023 0.11215000000000001 0.11235500000000002 0.11167500000000001 0.11401500000000002 0.099015000000000006 -0.095799999999999982 1.0000000180025095e-35 0.0021050000000000005 -0.012149999999999999 0.085575000000000012 0.13881000000000002 -0.40274499999999996 -0.080904999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 13 14 -13 16 18 -15 19 20 21 22 26 -23 25 -24 -16 -20 -14 -12
right_child=1 2 3 -5 -6 -7 7 8 9 -11 29 12 28 17 15 -17 -18 -19 27 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011802337242114334 -0.0012822865195238171 -0.0012429075452251924 -0.0010249250450638737 -0.0011201490878509381 0.0011275234266852699 -0.0011964301880081887 -0.00076129575501244053 0.0010836752257713316 -0.00088724198136681332 -0.00095707779752502321 0.00023151130450871046 0.000888115645212099 2.5586662514618885e-05 -0.00099735111648720318 -0.00010246104170101568 -0.00088595684391299008 -0.00083191628759863288 0.00017610211045494565 0.00088649806083216103 -0.00088949659350875715 -0.00063151983498175126 0.0012254416247840128 0.00019344273377868657 4.8120364693708978e-06 0.00076157591494748985 -0.00090416104269718542 -0.0013706012291511173 -0.00012932303074938289 0.0011827921216807109 0.0014004133534060651
leaf_weight=0.0013922936110242192 0.0012916875253670126 0.0012584115830389089 0.0016203012156615895 0.001046034079791979 0.0011211587290707028 0.001285046597423233 0.0018540464818301841 0.0011338124229744997 0.0012880745507423122 0.001106051556322373 0.0010705827971548842 0.0018179156485995515 0.0010322841119916326 0.0017216608846788431 0.0014807437200676657 0.0011285526195816678 0.001133138673658606 0.0010081470036880091 0.0027556996277183768 0.0010216570605052757 0.0017048208192067529 0.0026609093745537651 0.0061380360468321453 0.0013427047612566412 0.0022573017448129784 0.0014058789461639971 0.0011275008106051976 0.0012146048016319355 0.0015757237251392544 0.0012646228436610221
leaf_count=113 275 229 307 27 51 106 515 39 297 27 26 51 51 96 43 68 41 39 141 14 237 105 498 37 52 158 74 21 20 152
internal_value=0 -6.60776e-05 -3.23481e-05 1.26798e-06 2.77648e-05 -8.10148e-07 3.58896e-05 7.85996e-05 0.000119162 8.98093e-05 0.00012184 7.05514e-05 0.00010848 5.47603e-05 0.000116882 6.16215e-05 0.000105733 -0.000563982 0.000151708 6.37483e-05 0.000117501 0.000195302 -4.97591e-06 0.000816075 0.000166849 -1.1106e-05 -0.000650657 0.000575736 0.000724755 0.000864526
internal_weight=0 0.0478671 0.0465754 0.045317 0.044271 0.0431498 0.0418648 0.0402445 0.0383904 0.0372566 0.0361506 0.0338154 0.0325273 0.0299193 0.0271895 0.0253715 0.024243 0.00272981 0.0231099 0.0191396 0.0181179 0.0164131 0.0124095 0.00400361 0.00980122 0.00754391 0.00260824 0.0039703 0.00260801 0.00233521
internal_count=3910 3797 3522 3293 3266 3215 3109 2802 2287 2248 2221 2043 1746 1675 1540 1489 1421 135 1380 1218 1204 967 825 142 708 656 117 162 71 178
is_linear=0
shrinkage=0.00140032


Tree=1324
num_leaves=31
num_cat=0
split_feature=52 151 133 1213 1456 1429 4 480 31 457 403 38 3 1374 483 1 1 0 151 48 40 42 15 49 133 13 43 394 43 12
split_gain=0.00118997 0.00121181 0.00114198 0.00105877 0.00102446 0.000692217 0.000748974 0.000966084 0.000855433 0.000683737 0.000651713 0.000670808 0.000998329 0.000836354 0.00076531 0.000741851 0.000861324 0.00065538 0.000751512 0.000604662 0.00051226 0.00130826 0.000501258 0.000495325 0.000469926 0.000493703 0.000494313 0.000491371 0.000829506 0.00054899
threshold=-0.51745999999999992 -0.52174999999999983 -0.39018999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -1.0000000180025095e-35 0.51767500000000011 -0.084084999999999979 0.11976000000000002 0.31335500000000011 0.086000000000000007 0.088030000000000011 0.10113500000000002 0.09112000000000002 -0.22851499999999997 -0.083919999999999981 0.086065000000000016 0.028705000000000001 -0.14127499999999996 -1.0000000180025095e-35 -0.047309999999999998 0.10681500000000001 -0.083924999999999986 0.070805000000000021 -0.082514999999999991 -0.17307499999999998 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 8 -7 10 -10 12 13 14 15 16 17 -12 -19 22 21 -17 -20 -18 25 26 -24 -27 -29 -30
right_child=1 2 3 4 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 20 23 18 19 -21 -22 -23 24 -25 -26 27 -28 28 29 -31
leaf_value=-0.0012895927020078087 -0.0013712206602506782 -0.0013408414353763207 -0.00086863680863807869 -0.00085005468649531658 -0.0009275099430671364 0.0014006556552005633 0.0011649031943049819 -0.0011483033164754431 -0.00076348485376797758 -0.00096502804828327835 0.0010143005642597963 -0.00084867013610700429 0.0014004078066886666 -0.00099423560394223259 -0.00092867527830544879 -0.0010085115857311883 0.00013198146321836423 -0.00075577546030582577 -0.00062738866779672579 0.00083006243372184436 0.0014007928581212016 0.0006054651800609873 0.00026553258531127521 -0.0010275049525380684 -0.00064133309291971783 0.00098232637951612724 0.0012734407526723166 0.00064488738182084059 7.3379359130054122e-05 -0.00090798602056951067
leaf_weight=0.0014564100645175762 0.0012479520514148126 0.0011746351005467162 0.0023243043362027862 0.0021388257205540153 0.0011612236482736451 0.0010771912311755552 0.0014297216710537066 0.0011209459500653987 0.001430481697682783 0.0010758720825378978 0.0018407824908876899 0.0011658289275828784 0.0013771107372084748 0.0011406204195276706 0.0010974169395177027 0.0010944191717499061 0.0011758747445824724 0.0016771718737904609 0.0015992531578324859 0.0027343958181615937 0.0012192290170585105 0.0098331339652968364 0.0022373864771667567 0.001873597906186574 0.0011713038602918511 0.0010349405034553172 0.0016635877119597353 0.0022224856348209681 0.0023091006159497128 0.0021665662776264583
leaf_count=275 65 209 569 292 74 67 203 198 401 19 18 21 85 73 87 13 41 121 177 78 18 309 71 110 43 33 15 26 49 150
internal_value=0 -7.12393e-06 2.46552e-05 5.52694e-05 9.81594e-05 0.000140473 0.00016699 0.000135522 0.000168067 0.00013729 0.000165484 0.000198187 0.00022911 0.000186764 0.00022322 0.000258478 0.000114293 0.000216848 0.000138833 0.000226377 0.000539877 0.000443822 0.000111781 -0.000580408 0.000204095 0.000289212 0.000695359 8.43299e-05 -5.44208e-05 -0.000401677
internal_weight=0 0.0548154 0.0535674 0.0523928 0.0500685 0.0479296 0.0467684 0.0453387 0.0442178 0.0431406 0.0420647 0.0406342 0.0394684 0.0380913 0.0369506 0.0358532 0.0237064 0.020657 0.0188162 0.017139 0.0121468 0.0109276 0.0144046 0.00304947 0.0128054 0.0116341 0.00390097 0.00773309 0.00669815 0.00447567
internal_count=3910 3635 3570 3361 2792 2500 2426 2223 2025 1958 1939 1538 1517 1432 1359 1272 932 781 763 642 340 322 564 151 387 344 86 258 225 199
is_linear=0
shrinkage=0.00140032


Tree=1325
num_leaves=23
num_cat=0
split_feature=1456 1213 11 453 4 3 160 52 15 48 147 150 133 52 43 1 42 2 0 2 0 16
split_gain=0.000315107 0.000315373 0.000191193 0.000181002 0.000254746 0.000206856 0.000200277 0.000274318 0.000174945 0.00026728 0.000169839 0.000203284 0.000200538 0.000391047 0.000133957 0.00032483 0.000397766 0.00022814 0.000199868 0.000231047 0.000101666 5.05938e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.27608500000000008 0.11818000000000002 -0.217635 0.14114500000000005 -0.10981499999999998 0.093225000000000016 0.085530000000000009 0.08882000000000001 0.10681500000000001 -0.40083499999999994 0.0016850000000000001 0.095155000000000017 0.08401500000000002 0.091525000000000009 -0.13027499999999997 0.087995000000000004 -0.098179999999999976 0.0054700000000000009
decision_type=2 2 2 2 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 10 11 12 13 -10 15 16 18 -16 -15 -20 -17 -11
right_child=1 2 -4 -5 5 -7 7 -9 9 21 -12 -13 -14 14 17 20 -18 -19 19 -21 -22 -23
leaf_value=-0.0023584044755036856 -0.0022651154117407438 -0.0015922603361212579 -0.001507639565874609 -0.0013237078272485203 0.0030930287012542919 0.00041202059650782737 -0.0010948909542217824 0.0023339282329864555 -0.0019248709436545523 0.0024224068539343241 -0.0013544322923067752 -0.0015308598582732039 -0.001411853296990416 0.00064149493956650299 0.00035005165059715898 0.0029675453785947582 0.0016970625443277869 0.0030511339570823688 -0.0030625955946643945 -0.0003737739603085061 0.0010897275656852245 0.0010820840367095053
leaf_weight=0.001027236843989642 0.0010274844402768232 0.0011015658186444835 0.0012038556328156638 0.0012809246817948585 0.0010581790228449397 0.001061540282886908 0.0018361019510821147 0.0011366922821215977 0.0010361633750425253 0.0010200564529585501 0.0013521079701845915 0.0010872220005944131 0.0010179236670113121 0.0011608189499829847 0.0011098521674537398 0.0010113621370777537 0.0017101495514423859 0.0011966124959018609 0.0010304042466785139 0.0013720408665721662 0.0011175401373269001 0.0010548863413770704
leaf_count=369 555 269 143 89 247 122 202 91 195 83 95 152 309 32 135 40 187 71 228 126 94 76
internal_value=0 6.47772e-05 0.000160703 0.000245262 0.000334697 0.0017504 0.000187244 0.000289076 0.000160751 0.000302391 9.22104e-05 0.000244429 0.000408516 0.000580968 0.000848402 0.000567042 -4.10634e-06 0.00175139 -0.000820564 -0.001527 0.00198181 0.001741
internal_weight=0 0.0259835 0.024956 0.0237521 0.0224712 0.00211972 0.0203515 0.0192499 0.0181132 0.0162771 0.0142022 0.0128501 0.0117629 0.0107449 0.00970878 0.00740232 0.00527341 0.00230646 0.00356326 0.00240245 0.0021289 0.00207494
internal_count=3910 3541 2986 2843 2754 369 2385 2116 2025 1823 1664 1569 1417 1108 913 707 573 206 386 354 134 159
is_linear=0
shrinkage=0.00429114


Tree=1326
num_leaves=31
num_cat=0
split_feature=31 52 151 1348 14 1456 133 375 1213 13 52 2 2 39 1374 48 150 159 50 1 16 0 1374 474 3 13 4 12 16 0
split_gain=0.00110907 0.000983284 0.000989889 0.00111715 0.00120453 0.00113835 0.000954575 0.000991282 0.000988647 0.000703361 0.000938469 0.000853665 0.000998401 0.000698899 0.000623469 0.000545875 0.000544626 0.000595765 0.000707175 0.000605032 0.000680325 0.000798133 0.000700822 0.000593041 0.00068688 0.000746301 0.00058019 0.000728116 0.00056655 0.000560286
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 0.087245000000000017 -0.082704999999999987 -0.091229999999999992 0.11588000000000002 0.097940000000000013 0.13479000000000005 0.13419 0.086000000000000007 0.016865000000000002 -0.099594999999999975 -0.034019999999999988 0.11266000000000001 0.13148500000000005 0.24895000000000003 -0.230625 -0.080239999999999992 0.084835000000000008 -0.082139999999999977 0.16421000000000002 -0.0017649999999999999 -1.0000000180025095e-35 -0.069894999999999985 -0.21145499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 15 -13 14 16 -10 -11 28 19 20 21 22 -19 24 25 -23 27 -26 -18 -29
right_child=1 2 3 -5 -6 6 7 -9 9 13 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0011156347948351195 -0.0012315400743922993 -0.001345237604042041 -0.0010398446423386903 0.00130319416486868 -0.0012099688716772205 -0.0011712278621073414 -0.0011827385674808939 -0.0012269576856753872 0.00049469568667366245 0.00094865329013940484 -0.00070842265733484509 0.001300441093225154 -0.00022306593898965141 0.0010332648051903095 -0.00092897946212660567 -0.00048753200982991352 3.4794232039766165e-05 -0.0001701184658665589 0.0011087467427905874 -0.0010334400559180914 0.00065808952601273537 0.00028849668317844503 0.0011882317622288604 0.00055860802551313169 0.00060731255650012326 -0.00065115183080344382 -0.0008909715072957583 0.00011874982817904296 -0.0012649474880861431 -0.0012431365835804183
leaf_weight=0.0015233926037920833 0.0013444139352284381 0.0010768403954379826 0.0019331772594335375 0.0011833860025078904 0.0016224370905542065 0.0012042391168561864 0.0011062464483604364 0.0010889529251389965 0.0031643144652082622 0.0011709772032677526 0.001204896240716736 0.0038562275405364943 0.0010265314582325047 0.0012589325819725153 0.0013322002572420102 0.0016084779991047959 0.0012133451761014991 0.0012234300629643258 0.0011477198564855398 0.0010114642481223726 0.0030343031978929949 0.006083953796171198 0.0017255748080060437 0.0020028609714337611 0.0014875074441800251 0.0021581974074798005 0.0039977373750257643 0.0010417910170872346 0.0013194512732228594 0.0012554989446527109
leaf_count=113 275 65 315 42 117 209 305 34 104 26 79 88 65 40 63 41 92 7 87 70 108 571 42 111 72 89 190 15 232 243
internal_value=0 -7.21939e-05 -4.25285e-05 -1.52703e-05 -4.63013e-05 -7.50034e-06 3.52115e-05 6.71277e-05 9.88438e-05 0.000131567 0.000433999 0.00057656 0.000980145 3.03948e-05 -1.00636e-05 0.000163675 3.09147e-05 -6.52584e-06 5.5006e-05 6.67318e-06 5.04883e-05 -3.74026e-05 0.000624704 -0.000145712 -0.000233742 4.24508e-05 -0.000526247 -0.000141002 -0.000642302 -0.000625539
internal_weight=0 0.0538851 0.0525407 0.0514638 0.0502804 0.048658 0.0467248 0.0455206 0.0444316 0.0433254 0.0108604 0.00965555 0.00488276 0.0324649 0.031206 0.00477279 0.0298738 0.0287028 0.02617 0.0250223 0.0240109 0.0209766 0.002949 0.0180275 0.0160247 0.00824215 0.00778253 0.0037848 0.0025328 0.00229729
internal_count=3910 3797 3522 3457 3415 3298 2983 2774 2740 2435 377 298 153 2058 2018 145 1955 1929 1605 1518 1448 1340 49 1291 1180 660 520 330 324 258
is_linear=0
shrinkage=0.00137286


Tree=1327
num_leaves=21
num_cat=0
split_feature=1456 1213 475 38 124 151 40 13 43 49 12 2 2 2 3 151 0 43 4 43
split_gain=0.000268662 0.000268389 0.000166873 0.000175577 0.000351119 0.000294274 0.000267454 0.000209807 0.000302304 0.000251005 0.000247055 0.000228233 0.000189866 0.000307768 0.000245861 0.000174175 0.000190987 0.000124459 0.000146677 0.000114272
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 1.0000000180025095e-35 -0.048219999999999992 -0.090394999999999989 -0.062739999999999976 -0.094679999999999986 0.0041500000000000009 -0.085974999999999982 0.088375000000000023 0.097135000000000013 0.094010000000000024 0.106035 0.12046500000000002 -0.016164999999999995 -0.077944999999999987 -1.0000000180025095e-35 -0.0021099999999999995 -0.15109999999999998
decision_type=2 2 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 10 9 -9 -8 -12 15 -14 -15 -11 17 -17 -19 -18
right_child=1 2 3 -5 5 6 7 8 -10 12 11 -13 13 14 -16 16 19 18 -20 -21
leaf_value=-0.0021947555338483657 -0.002104154205321989 -0.0015219378772305229 0.002208986639756264 -0.0014634662285700753 -0.0016535479708633179 -0.0014335917219092489 0.002731368238145709 -0.0012644224182076791 -0.0016980432596769462 0.0026669512628436048 -0.0010047388420940135 0.0018536787527061766 -0.0019079401818204197 0.0016504632404131787 -0.00061306782931513188 -0.00089143906720848449 0.002682248443056247 0.0019543550840626471 -0.00027266938302158874 0.00077935259582273119
leaf_weight=0.00101217194889927 0.0010148812451223196 0.0010561373500246321 0.0016485585635311875 0.0010871417766412641 0.0015397049023920797 0.0015199653314513775 0.001459570562978788 0.0014587059358142094 0.0013795592731643 0.0010735125972540782 0.0010296921257621494 0.0010277748282585542 0.0012066573937389025 0.0019046926935620823 0.0016482641173585222 0.001313569626490819 0.0011726363311836963 0.0010327036632765685 0.0011521256523820906 0.0011519733293834499
leaf_count=369 555 258 253 89 174 129 174 96 309 73 61 48 184 243 52 519 30 32 60 202
internal_value=0 5.88619e-05 0.000147154 0.0002212 0.000301811 0.000152598 0.000294981 0.000440853 0.000212715 0.000413709 0.00138105 0.000423138 0.000623719 -3.55286e-05 0.000600381 0.0010787 0.000785891 0.000152399 0.000779979 0.00173926
internal_weight=0 0.0258778 0.0248629 0.0238068 0.0227197 0.0210711 0.0195314 0.0180114 0.0144944 0.0131148 0.00351704 0.00205747 0.0116561 0.00475961 0.00355296 0.00689652 0.00582301 0.0034984 0.00218483 0.00232461
internal_count=3910 3541 2986 2728 2639 2386 2212 2083 1800 1491 283 109 1395 479 295 916 843 611 92 232
is_linear=0
shrinkage=0.00429114


Tree=1328
num_leaves=21
num_cat=0
split_feature=14 3 1 0 475 39 1 16 47 47 4 160 48 16 2 13 12 0 133 11
split_gain=0.000124943 0.000151293 0.000177474 0.000220079 0.000192139 0.000190272 0.000203684 0.000321425 0.000227394 0.000188284 0.000177901 0.00028529 0.000270431 0.000270986 0.000141013 0.000215907 0.00017655 0.00013979 0.000123345 0.000123001
threshold=0.073890000000000011 -0.15464999999999998 1.0000000180025095e-35 -0.084074999999999997 -0.067819999999999978 0.005105000000000001 0.12864500000000004 0.050115000000000007 0.09252500000000001 0.084695000000000006 0.0057500000000000008 0.088785000000000017 0.085265000000000021 -0.088144999999999987 0.10362500000000001 -0.074599999999999986 0.088755000000000014 -0.15517999999999996 0.08653000000000001 0.079700000000000007
decision_type=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 18 -4 6 7 8 10 -7 12 17 13 -6 15 -5 -17 -12 -3 -1
right_child=-2 2 4 14 5 9 -8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.002475928653473717 -0.0017100579224181398 -0.0031092374024051265 0.0021147524120204288 0.0018056806499688435 0.002356798606668009 0.0028681081282852816 0.0012884708173038907 -0.0031123397617551299 -0.0017535871875361375 0.00015685419398969486 -0.0013025342519931372 0.003361735007672484 -0.0027939919308828521 -0.0011671595704530666 -0.0014699952656676292 0.00084073828136387388 -0.002157554789696934 0.0012407950995857694 -0.00070571833956880291 3.0173041050555056e-05
leaf_weight=0.0011639777399270459 0.0011122269446617308 0.0012794674802563801 0.0013092413469502065 0.0016104613444173355 0.001024063128581611 0.0011403424781698821 0.001945593535868013 0.0011208387282706242 0.0019057783775164872 0.0016459107359898528 0.0010327148429531974 0.0010152321078322757 0.0010111911015391328 0.001305536808861028 0.0014950872103259849 0.0010059049490263056 0.0010615785545196044 0.0012639871585391482 0.0010007409945664847 0.0010100934480874457
leaf_count=72 135 669 196 222 63 268 162 165 128 64 72 19 70 350 285 135 334 48 321 132
internal_value=0 4.60827e-05 -7.52713e-05 -0.000727055 0.000233747 6.28595e-05 -0.000225628 -0.000529969 -0.000191777 0.0012665 0.000255628 0.00109789 -0.000579359 0.000381929 -0.000141987 0.000397849 -0.000698778 9.7184e-05 -0.00205438 0.00133961
internal_weight=0 0.0253477 0.0231737 0.00745324 0.0157204 0.0144112 0.0116249 0.00967934 0.0085585 0.00278625 0.00665273 0.00331193 0.00334079 0.0023296 0.00517303 0.00367794 0.00206748 0.0022967 0.00228021 0.00217407
internal_count=3910 3775 3571 1966 1605 1409 1077 915 750 332 622 139 483 413 976 691 469 120 990 204
is_linear=0
shrinkage=0.00512831


Tree=1329
num_leaves=20
num_cat=0
split_feature=1348 1374 484 52 52 2 2 457 160 133 133 15 403 40 151 12 42 47 4
split_gain=0.000123554 0.0002564 0.000266326 0.000191033 0.000339248 0.000267582 0.00028244 0.000222654 0.000197984 0.000275826 0.000222163 0.000221605 0.000194654 0.000176724 0.000169845 0.000235543 0.000346474 0.000248947 0.000185658
threshold=0.084035000000000012 -0.094679999999999986 -0.0043499999999999988 -0.048794999999999991 -0.40083499999999994 0.11260500000000001 0.085005000000000011 0.082870000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10599500000000002 -0.03231499999999999 0.086810000000000012 -0.080519999999999994 -1.0000000180025095e-35 0.095295000000000019 0.060615000000000009 0.092255000000000018 -0.0053799999999999985
decision_type=2 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 11 12 13 -5 -10 -11 -15 16 17 18 -16
right_child=-2 2 3 8 5 -7 7 -9 9 10 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.0024123838967854703 0.0015820502004210422 -0.0019090147534735259 -0.0011418371988259741 -9.4318243519449859e-05 0.0022903959128083092 0.0034494599267937019 -0.0011235247850378619 0.0014554495138521192 -0.0028143120939531467 0.00247925045145477 -0.0015692172480502346 -0.0028720788617977613 -5.7910776175656833e-06 -0.001349026268192726 0.00074641288098724356 -0.00078154222421778765 0.0029374157710727075 0.0020966197137634313 -0.0020446642323713551
leaf_weight=0.0010231821841326641 0.0010333459882925214 0.0015217028418032233 0.0016673077292539973 0.0014126534194714713 0.0018268127150344272 0.0010476650085130546 0.0018190718789046212 0.0012802805950535845 0.0011280759703123791 0.0010583559308321175 0.0011287231982257681 0.001185820923616702 0.0010883519832530081 0.0010578513153589614 0.0010781123213332577 0.0017943261773987473 0.0017263096846297232 0.0011475076170199827 0.0010618301041196172
leaf_count=63 95 603 337 277 172 151 199 60 525 73 362 304 198 77 73 90 112 40 99
internal_value=0 -8.96385e-05 9.25939e-06 0.000138942 0.000747771 0.00127516 0.000812749 -5.8202e-05 -0.000173956 7.76444e-05 0.000411191 -0.00136196 -0.00143522 0.000661669 0.000417114 0.00069154 0.00121873 0.000316208 -0.000638507
internal_weight=0 0.0250539 0.0240308 0.0225091 0.00764114 0.00597383 0.00492617 0.00309935 0.0148679 0.0122694 0.010053 0.00259847 0.00221643 0.00892429 0.00786594 0.00680809 0.00501376 0.00328745 0.00213994
internal_count=3910 3815 3752 3149 919 582 431 259 2230 1649 926 581 723 564 491 414 324 212 172
is_linear=0
shrinkage=0.00473777


Tree=1330
num_leaves=31
num_cat=0
split_feature=52 31 133 457 457 0 160 484 2 1 48 454 1 484 43 16 3 49 13 3 403 15 3 51 48 4 43 13 49 3
split_gain=0.00111393 0.000894732 0.000827012 0.000797966 0.000891061 0.000849816 0.000762345 0.000779075 0.000784729 0.000641576 0.000623345 0.00054416 0.000573323 0.000507823 0.000682853 0.00100743 0.00047981 0.000858715 0.000560105 0.000489422 0.000662845 0.000481609 0.000697257 0.000425014 0.000410712 0.000671626 0.000400011 0.000364945 0.000357214 0.000591345
threshold=-0.51745999999999992 -1.0000000180025095e-35 -0.26719999999999994 0.51789000000000007 0.088055000000000008 -0.23129999999999998 -0.40446999999999994 -0.0043499999999999988 0.11500500000000001 0.10113500000000002 -0.086624999999999994 1.0000000180025095e-35 0.093000000000000013 0.097755000000000022 -0.14252999999999996 -0.27337499999999998 -0.115685 -0.085974999999999982 0.15641500000000003 0.086245000000000016 -1.0000000180025095e-35 0.085120000000000015 -0.084129999999999996 -0.40274499999999996 0.11930500000000001 0.40359500000000004 -1.0000000180025095e-35 -0.0038299999999999996 1.0000000180025095e-35 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -11 12 16 14 -12 24 18 -18 -9 20 -19 22 -22 -17 25 -16 -7 -23 29 -24
right_child=1 2 3 -5 5 26 7 9 -10 10 13 -13 -14 -15 15 23 17 19 -20 -21 21 27 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012602050825451139 0.001109177920191054 -0.0011909748323926039 -0.00098352660941001917 -0.0011645748795081319 -0.00034974019904078019 0.00024081099266193477 -0.0012956010934040657 0.00067360569551171015 0.00016867778110499153 -0.00075432539486635091 -0.00016722083194919781 0.00082769593580802074 -0.00079297383038242134 -0.00047107060333185944 -0.00035372210711708452 0.00015509519642712885 -0.0011384161400530292 -0.0012146348967956109 -0.0003971288496307933 0.00029678544217990623 -0.0014004143370871408 -0.00018876519568623076 0.0005645024375625651 0.0010801119390537106 -0.00071442094008157498 0.0011803338885607285 0.0012901672272622646 0.00082629688623260642 -0.00080907802765504662 -0.00049582872935855751
leaf_weight=0.0014213386840034028 0.0013789485906232626 0.0011832176557559628 0.0016213335961369748 0.0011408258415031005 0.0013268655426159626 0.0010210467313527261 0.001757209479130716 0.0030772534042000565 0.0012131340662326906 0.0010837709772317803 0.0028996193899839548 0.0011960677380216103 0.0023748999238515358 0.0013481183294388197 0.0012688250863046617 0.0011817898534900477 0.0016405078932635311 0.00121639827967407 0.0013910330552846517 0.0048169713447236981 0.0010014806206647409 0.0012647772996707829 0.002196261995134563 0.0055394706319398194 0.0011166466223997418 0.0010012294440715497 0.0023559334759064568 0.0015404727914649641 0.0011721168474956301 0.0019444978616434197
leaf_count=275 113 229 288 17 36 83 470 80 62 17 70 19 152 36 25 23 62 668 38 63 167 152 86 242 32 118 48 56 133 50
internal_value=0 -4.10203e-06 -3.36858e-05 -6.68201e-06 1.99675e-05 0.000599801 -4.08263e-05 -5.48077e-06 -0.000697567 4.55652e-05 0.000269718 -9.37993e-05 -0.000140429 0.000347027 0.000431816 0.000603658 -6.75409e-05 -0.000176049 0.000340273 -7.18602e-05 -0.000243663 -0.000114152 -0.000328642 0.000917468 -1.91284e-05 0.000322888 0.000972889 0.000368645 -0.000126613 6.65717e-05
internal_weight=0 0.0532707 0.0518918 0.0507086 0.0495677 0.00470385 0.0448639 0.0432426 0.00297034 0.0402722 0.0154395 0.0248327 0.0236367 0.0143557 0.0130076 0.010108 0.0212618 0.0167935 0.00446829 0.015153 0.010336 0.00911961 0.00631436 0.00672126 0.0033867 0.00227005 0.00337698 0.00280525 0.00531288 0.00414076
internal_count=3910 3635 3522 3293 3276 167 3109 2821 532 2289 563 1726 1707 546 510 440 1555 1437 118 1375 1312 644 436 265 175 143 131 208 269 136
is_linear=0
shrinkage=0.00140032


Tree=1331
num_leaves=31
num_cat=0
split_feature=52 133 158 31 453 1348 14 1456 375 1213 1374 1 13 403 12 0 43 14 51 47 43 4 42 13 2 52 151 2 151 0
split_gain=0.00110439 0.000988184 0.000930302 0.000983832 0.000812276 0.00104822 0.00118436 0.000817499 0.000831139 0.000859686 0.0006671 0.000709673 0.00072368 0.000786299 0.00067448 0.000609357 0.000929651 0.00083649 0.000763794 0.000585549 0.000503347 0.00118574 0.000622172 0.00059377 0.000478534 0.000745666 0.000791396 0.000688765 0.000615566 0.000587122
threshold=-0.51745999999999992 -0.26719999999999994 0.11034000000000001 -1.0000000180025095e-35 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.083605000000000013 -0.082704999999999987 0.090240000000000015 0.10752500000000002 -0.45122499999999993 -0.092224999999999988 0.10129000000000001 -0.017269999999999997 -0.14252999999999996 -0.46879999999999994 0.12342500000000002 0.086425000000000016 -0.17307499999999998 -0.44477499999999992 0.091955000000000023 0.18622000000000002 0.089910000000000004 0.11588000000000002 -0.044604999999999992 0.085255000000000011 -0.082164999999999988 -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 5 6 7 -5 9 -9 11 12 -11 -14 19 16 -13 -18 -19 20 23 -22 24 -15 27 26 -26 29 -29 -23
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 -12 15 13 14 -16 -17 17 18 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012976424645377484 -0.0012548875896877887 0.0014286261258651847 -0.0013133026688998599 -0.00094950691379901337 -0.0011922958514932369 0.0014007324826149138 -0.0012080494430568329 -0.0011365564878063517 -0.0011882859974508568 0.00082463224536857577 -0.00083854750567931063 -0.00040654814127545559 -0.0011899828063139544 0.0011815361924642314 -0.0007376169074282485 0.0014102545440603819 -0.00069284347480714256 0.00087990136292012493 -0.00012435290704399063 -0.00064362280170155274 -0.0013695091393800228 0.00059249660104811371 -0.00087530761294671885 -4.3009371880783981e-05 -0.00035300078826806591 -0.00060611831799569358 0.00087503060369445039 0.0003436175777183172 -0.0010132533682306072 -0.00045187957637488632
leaf_weight=0.0013668572916600832 0.0012483188182194618 0.001044604251474345 0.0010316512279840975 0.0015760599633137798 0.0010884082057884817 0.0011537007876771801 0.0015436543396023508 0.0010784542554703727 0.0010061460365209376 0.00231681821355778 0.0013414663701754028 0.0026191826136283689 0.0010996949197105135 0.0019933834554990383 0.0020812148035694858 0.0012198507814902291 0.001008202640214507 0.0075838248880030212 0.0019403616959436931 0.0019372779021354916 0.0010786375255284883 0.0039693221973874215 0.0010859789320978299 0.0013582937639071702 0.0013083296545874923 0.0011093186697825885 0.0058921264384486083 0.0010406768875459438 0.0019796673713017299 0.0015181962426363046
leaf_count=275 229 110 159 241 27 46 97 294 41 21 66 53 400 22 138 90 29 247 41 137 57 189 153 43 70 78 115 101 205 136
internal_value=0 1.75059e-06 3.02698e-05 5.59512e-05 2.88598e-05 5.44987e-05 2.38561e-05 6.25525e-05 9.6086e-05 0.000123841 0.000153727 0.000183883 5.80466e-05 -6.64933e-06 4.27315e-05 0.00044454 0.000354967 0.00054434 0.000675305 0.000109645 0.000174985 8.48824e-05 0.000172505 0.000685279 0.000240166 0.000483957 0.000651896 2.05202e-06 -0.000545736 0.000303556
internal_weight=0 0.0562528 0.0550045 0.0539729 0.0529282 0.0518398 0.0506861 0.0491425 0.0475664 0.0465603 0.0454818 0.0441404 0.0297689 0.0274521 0.0263524 0.0143714 0.0131516 0.0105324 0.00952419 0.0242712 0.0223339 0.0189823 0.0179036 0.00335168 0.0168176 0.00830977 0.00720046 0.00850786 0.00302034 0.00548752
internal_count=3910 3635 3406 3247 3137 3110 3064 2967 2726 2685 2391 2325 1865 1844 1444 460 370 317 288 1306 1169 1104 1047 65 894 263 185 631 306 325
is_linear=0
shrinkage=0.00142833


Tree=1332
num_leaves=31
num_cat=0
split_feature=133 1429 453 1348 14 1456 4 11 401 1374 1 13 151 49 42 123 51 4 15 3 42 2 133 0 133 48 4 49 42 43
split_gain=0.000658269 0.000651682 0.000676419 0.000965407 0.000806021 0.000748659 0.000667733 0.000563429 0.000600038 0.000590903 0.000590599 0.000777523 0.000639345 0.000600112 0.0005805 0.000454827 0.00061911 0.000743642 0.000436793 0.000434974 0.000498064 0.000562621 0.000418483 0.00048371 0.000610716 0.000405134 0.00050666 0.000397381 0.0003553 0.000295683
threshold=-0.26719999999999994 -1.0000000180025095e-35 0.096095000000000014 0.090050000000000005 0.08604500000000001 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.087020000000000014 0.090240000000000015 1.0000000180025095e-35 -0.0010249999999999997 -0.083919999999999981 0.082865000000000008 -0.089744999999999978 0.083745000000000014 -0.084074999999999997 0.26048500000000002 0.024640000000000006 0.11265500000000002 -0.10080499999999999 0.075670000000000015 0.10681500000000001 -0.083674999999999986 0.083815000000000014 0.084500000000000006 0.0057500000000000008 -0.020999999999999994 0.091955000000000023 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 -2 3 4 5 -3 7 8 9 10 12 15 -7 18 -14 16 -12 27 19 20 -13 -22 23 24 -16 -23 -27 -18 29 -25
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 11 13 14 -15 22 -17 17 -19 -20 -21 21 25 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0010374719118997216 -0.00097911925669815045 -0.00086920179690059499 -0.0010430711514963307 0.0012989801019845739 -0.0011395586469119525 -0.0010910892210608666 0.0010849841656726286 -0.00075280666902616472 -0.00072196845312622103 -0.00089232354271279245 0.0011239649258208153 0.00097174727551669758 -0.0009315538255722011 0.00075120803110076905 -0.00081788471105209931 0.0013196239866581432 0.00063786242944489132 0.0011269312715609791 -0.00067316796083517934 -0.00055814056029328599 -0.00055042602119774703 0.00079255419000727619 -0.00058021155169577182 0.00030086252267967877 0.00026950150138187889 -0.00066169644403339548 0.00056228875065781106 -0.00029977398468967065 -0.000266861959068694 0.00093844129045354211
leaf_weight=0.0011286423730908482 0.0011944554802933985 0.0015441827718973835 0.0010399295671135169 0.0010253862155162876 0.0010481193537152924 0.0010029611453499241 0.0010917276717315452 0.0015055939458150638 0.0015917060914327754 0.0010028055472712785 0.0018072680345468939 0.0012103629506015085 0.0010609330264419467 0.0018930303737079166 0.001592821099222313 0.0012580471781598046 0.0010767616224249821 0.0012265726638958085 0.0016774183371897075 0.001614728059735171 0.0018985070421351207 0.001779232120010743 0.0014328956892105124 0.0034382951692024715 0.0020656516612227449 0.001162452916467771 0.0011934235744774924 0.0029249116884200177 0.0011662097081632794 0.0020051137698295918
leaf_count=238 180 328 36 46 61 166 201 72 271 57 48 14 211 47 268 152 69 53 86 34 71 81 288 167 124 34 13 380 76 38
internal_value=0 -1.73153e-05 8.59601e-06 3.38554e-05 3.16727e-06 3.22213e-05 6.73015e-05 3.85091e-05 7.06378e-05 0.000106185 0.000135219 0.000275955 -7.66551e-05 6.71651e-05 3.06945e-06 0.000588858 0.000458187 0.000228045 -5.57373e-05 6.11748e-05 0.000199224 4.42534e-05 8.78121e-05 0.000181034 -0.000203923 0.000317282 -4.16585e-05 -4.74768e-05 0.00039411 0.000535719
internal_weight=0 0.0455315 0.044337 0.0432971 0.0422717 0.0412236 0.0396794 0.0385877 0.0370821 0.0354904 0.0344876 0.0207227 0.0137649 0.0124292 0.0127619 0.00829356 0.00703551 0.00522825 0.0105361 0.00885871 0.00724398 0.00603362 0.011701 0.0102681 0.00365847 0.00413511 0.00235588 0.00400167 0.00660962 0.00544341
internal_count=3910 3672 3492 3456 3410 3349 3021 2820 2748 2477 2420 1082 1338 380 1172 702 550 502 333 247 213 199 961 673 392 128 47 449 281 205
is_linear=0
shrinkage=0.00131955


Tree=1333
num_leaves=31
num_cat=0
split_feature=31 156 151 133 1 156 4 151 160 13 15 1 49 13 403 1 484 454 484 1 12 12 0 15 156 2 12 3 52 3
split_gain=0.00106671 0.000976599 0.000972467 0.00066903 0.00078381 0.000720389 0.000644878 0.000530679 0.000744929 0.000473287 0.000694047 0.000559975 0.00062508 0.000441808 0.000407287 0.000545777 0.000477801 0.000409629 0.000621363 0.000595384 0.000465367 0.000399325 0.000425775 0.000586874 0.000495861 0.000452921 0.000402553 0.000385901 0.000674034 0.000344939
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 -0.26719999999999994 0.10113500000000002 0.11896500000000002 0.50657000000000008 -0.098594999999999988 -0.082969999999999988 -0.057284999999999996 -0.19153499999999998 0.10647000000000001 0.024250000000000004 -0.45122499999999993 -0.092224999999999988 0.096230000000000024 -0.0043499999999999988 1.0000000180025095e-35 0.08764000000000001 0.09112000000000002 0.10129000000000001 0.091650000000000023 -0.23029999999999998 -1.0000000180025095e-35 0.013700000000000002 0.083585000000000007 0.085185000000000025 -0.089974999999999986 0.088660000000000003 -0.10315499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -9 10 -10 -11 29 -5 -15 16 -16 18 19 20 21 22 -18 26 25 -25 -24 28 -27 -13
right_child=1 2 3 4 5 -7 -8 8 9 11 -12 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0012196020571714227 -0.0014569490798684271 -0.0014265763032519951 -0.001101108386914979 0.00040877926955636785 0.0012046919477343265 -0.00094027383829900805 0.0014569860000785734 -0.00071651627961327388 -0.00018726031570928827 0.00090127103198155297 0.00097517716212950224 0.00039666973628453052 0.00082534751431946141 -0.0010535626321388769 -0.001051311619363816 -0.0009285611825638172 0.000733027754959885 0.00076258484361179572 -0.0011880102873818277 -0.00082066933851198244 -0.00083294708779800715 0.00058913822123964781 -0.0011527371307247405 -0.00065687555287756091 0.00091142256789498554 -0.0011463810134734874 -7.6372156256198742e-05 0.00052219474515379177 0.00042069420609831842 -0.00051617342415692896
leaf_weight=0.0014112696636701108 0.0010471188594053374 0.0010428864703708731 0.001152045572652082 0.0029096574614868578 0.0011670633182490056 0.0010043460007906893 0.0010126402141845672 0.0017227594031510316 0.0015338368975148509 0.0014338749601874347 0.0037692212098567853 0.0011138876686471724 0.0012422888859333625 0.0011100537527312651 0.0010455982702870506 0.0017761508580842458 0.0015048830654720178 0.001261724853350187 0.0010432316560208257 0.0018423420236794988 0.0011790002106408784 0.0030578176700311035 0.0015786215834990491 0.0019145296174625445 0.0013536905311610781 0.0010397889946247478 0.001384121051682119 0.0029399272347655587 0.0013249169381537307 0.004160001901759359
leaf_count=113 197 65 231 26 44 68 147 60 53 64 173 38 24 434 386 105 21 23 171 151 139 186 155 163 30 69 148 271 32 123
internal_value=0 -6.48813e-05 -3.49012e-05 -4.39639e-06 2.28182e-05 0.00025899 0.000329199 0.000258453 0.000184713 0.000301863 0.000638958 7.70049e-05 -0.000104374 -0.000128914 -0.000190614 -0.000151106 -8.96525e-05 -4.27201e-05 -9.31134e-05 -3.33721e-05 5.05803e-05 0.000115288 4.17611e-06 -9.09067e-05 0.000102274 -4.94521e-05 -0.000649886 0.000169777 -0.000268367 -0.000323374
internal_weight=0 0.049668 0.0486209 0.047578 0.046426 0.0181599 0.0171556 0.0161429 0.0149759 0.0132531 0.00530306 0.00795005 0.00651618 0.0282661 0.0253564 0.0242463 0.0224702 0.0214246 0.0201629 0.0191196 0.0172773 0.0160983 0.0130405 0.0115356 0.00857285 0.00721916 0.00296274 0.00530463 0.00236471 0.00527389
internal_count=3910 3797 3600 3535 3304 794 726 579 535 475 226 249 185 2510 2484 2050 1945 1559 1536 1365 1214 1075 889 868 565 535 303 372 101 161
is_linear=0
shrinkage=0.00145689


Tree=1334
num_leaves=31
num_cat=0
split_feature=151 52 133 1348 14 1456 31 1213 13 403 131 40 51 39 49 47 1374 1 2 12 50 1429 156 129 4 12 15 4 133 3
split_gain=0.00119909 0.0012046 0.00124091 0.00107606 0.00145904 0.00139536 0.00113541 0.000804957 0.000717708 0.00119591 0.00122811 0.00112541 0.00105826 0.00109946 0.000779647 0.00100733 0.00075706 0.000690977 0.000669082 0.000786719 0.000570177 0.00062392 0.000644795 0.000764031 0.000731936 0.00100849 0.00120555 0.000860597 0.000758988 0.000644518
threshold=-0.52174999999999983 -0.51745999999999992 -0.26719999999999994 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082704999999999987 -0.091229999999999992 -0.088854999999999976 0.097135000000000013 0.096535000000000024 -0.40274499999999996 0.13419 0.10513500000000002 0.11771000000000002 0.086000000000000007 0.11368000000000002 0.089910000000000004 0.10595000000000002 0.086465000000000014 0.084845000000000018 0.082150000000000015 0.08956500000000002 0.25367000000000006 0.098845000000000016 -0.095799999999999982 -1.0000000180025095e-35 0.090545000000000014 -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 -2 -3 4 5 -4 -7 -8 11 -10 12 17 -11 14 15 16 20 18 -9 -20 21 22 23 24 25 26 27 -14 29 -28
right_child=1 2 3 -5 -6 6 7 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0012827864414624152 -0.0011792241655855613 -0.0011719477894034679 -0.00095883333119303369 0.0012490056150601366 -0.0010961965075929688 0.001319892124180586 -0.0010268216526443785 -0.000190504841814977 -0.0012889974665305274 -0.0013197228868039987 0.00087387772191851868 -0.00082214628737730592 0.00021793671263995999 0.0013200340126865234 0.00062688422827875448 -0.0013136743471278277 -0.0010953583251309097 0.001209786536330616 0.00081098451235909834 -0.00035776882179605878 -0.00058542917819630141 0.00094800734733138409 -0.00062153892270828211 -0.0010187665973492228 0.00086200510636282545 -0.0010178849270558214 0.0012721990620706118 -0.0013197381618467879 -0.00073491259438323859 0.00030167056283096887
leaf_weight=0.0013220545979919498 0.0015038952791870388 0.0014921866909816664 0.0022475147937492937 0.0012679155411898782 0.0019690850146925057 0.0013015793739883366 0.0011352477226662652 0.0027686889020390737 0.0012001647762294168 0.0010578192735435357 0.002899878723733206 0.0012368692219286723 0.0010982969747518334 0.0010969308428769855 0.0029190879845550901 0.0011232339695865781 0.0011343811249848726 0.0019878553732486379 0.0051925061283961682 0.001242862602509831 0.0025756323049956889 0.0013247752241796187 0.0024613719103330203 0.0010228982073110507 0.0022339239094009136 0.0013913978459095802 0.001337108730552909 0.001498377652823 0.0011038671456460305 0.010936070484777216
leaf_count=65 275 228 307 42 108 111 307 101 432 67 103 27 63 32 94 17 44 128 113 13 265 59 136 65 112 79 18 45 76 378
internal_value=0 -1.27214e-05 1.6392e-05 4.65666e-05 2.00508e-05 5.9634e-05 0.000102595 7.21138e-05 9.66509e-05 7.47597e-06 4.92865e-05 0.000372275 -2.03974e-05 2.09304e-05 -2.33796e-05 -8.82937e-05 -3.93435e-05 0.000504276 0.000351903 0.000585263 5.05084e-06 6.73605e-05 1.68193e-05 9.30117e-05 0.000151037 5.95748e-05 0.000153427 -0.000669359 0.000313142 0.000407405
internal_weight=0 0.0617614 0.0602575 0.0587653 0.0574974 0.0555283 0.0532808 0.0519792 0.050844 0.0384152 0.0372151 0.0124288 0.0343152 0.0332574 0.0321604 0.0292413 0.0281181 0.0111919 0.00920406 0.00643537 0.0269837 0.0244081 0.0230833 0.0206219 0.019599 0.0173651 0.0159737 0.00259667 0.013377 0.0122732
internal_count=3910 3845 3570 3342 3300 3192 2885 2774 2467 2085 1653 382 1550 1483 1451 1357 1340 355 227 126 1296 1031 972 836 771 659 580 108 472 396
is_linear=0
shrinkage=0.00131955


Tree=1335
num_leaves=31
num_cat=0
split_feature=52 133 151 1456 401 375 457 1 1374 43 14 0 15 39 47 0 0 402 403 133 133 130 43 52 159 3 2 150 133 48
split_gain=0.00131429 0.00127792 0.0011886 0.00123963 0.00114445 0.000932844 0.000966345 0.000923947 0.000922867 0.000796331 0.00084623 0.00110979 0.000569444 0.000579766 0.000740138 0.000591075 0.000779296 0.000508193 0.000826033 0.000537836 0.000774938 0.00103527 0.000699636 0.000664253 0.000647331 0.000613522 0.000710085 0.000767571 0.00067673 0.000518096
threshold=-0.51745999999999992 -0.26719999999999994 -0.52174999999999983 -1.0000000180025095e-35 0.10072000000000002 0.087245000000000017 0.51789000000000007 0.094695000000000015 0.090240000000000015 -0.24333999999999997 -0.24487499999999998 -0.13506999999999997 0.05377500000000001 0.084155000000000021 0.092645000000000019 -0.074249999999999997 -0.14136999999999997 0.10089500000000001 -0.092224999999999988 -0.091614999999999988 -0.085714999999999986 -1.0000000180025095e-35 -0.17307499999999998 0.11401500000000002 0.096890000000000018 0.094625000000000015 0.075670000000000015 0.087235000000000021 0.085050000000000014 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 -2 -3 -4 5 6 7 17 9 -9 11 -11 13 14 -12 16 -16 18 -5 -20 -21 -22 -23 24 25 26 -24 28 -28 -30
right_child=1 2 3 4 -6 -7 -8 8 -10 10 12 -13 -14 -15 15 -17 -18 -19 19 20 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0014201280013365829 -0.0013812211439735368 -0.0014671895757628491 -0.00098980410998638778 -0.0012456214054062775 -0.0014555847747683333 -0.0013001924287759149 -0.0012513337010734522 -0.00027011702091548674 -0.00091228747246316453 -0.00078735490294618037 0.0010254640281990583 0.00086271510442671165 -5.1105089373642018e-05 0.0014782964522991918 0.00066404146529684476 0.00085454733277701589 -0.00086127821615747976 0.0010195866476247443 -0.00098047538503895143 0.0012262357798464433 -0.0013446171158985963 0.00068709687312264796 -0.00097673504130530342 -0.0009979408391703865 -0.0011184248663100884 0.00074333246006516487 0.00053775140805252574 -0.00090773296280624431 -0.00080024169063638818 0.00050607006717899008
leaf_weight=0.0015507590382703986 0.0015159215525481487 0.0011965586073205961 0.0024784940610580444 0.0012386373836260614 0.0010579565102770685 0.0010194136604315665 0.0010865251729228467 0.002895764609375461 0.0011586715439477748 0.0021402879701781785 0.0066938140140144764 0.0016649591130082344 0.001911194210020283 0.0025965097309427207 0.0014230537591402026 0.0022911371949021486 0.0016757433557117452 0.0010888823199286515 0.0011736850495251963 0.0012628189217309673 0.0012328277988309369 0.003666835167756676 0.0015640361414850376 0.0015197007725967762 0.0010249838772383715 0.0029846133413116141 0.0066757645882088434 0.0014677762292496519 0.001925577145447166 0.0010937628428735469
leaf_count=275 229 64 329 362 192 34 17 36 38 19 244 100 111 231 20 39 34 102 113 43 148 86 162 215 111 32 261 78 149 36
internal_value=0 -7.01616e-06 2.81669e-05 5.90094e-05 0.000105817 0.00013614 0.00016353 0.000192884 0.00040802 0.000473698 0.000579299 -6.53784e-05 0.000727156 0.000828476 0.000688846 0.000270796 -0.000160809 4.47671e-06 -3.67195e-05 2.17898e-05 6.99637e-05 6.90573e-06 8.29077e-05 -3.84462e-05 4.86774e-05 0.000124816 -2.02329e-05 0.000113783 0.000268434 -0.000327027
internal_weight=0 0.0607259 0.05921 0.0580134 0.0555349 0.054477 0.0534576 0.052371 0.0244511 0.0232925 0.0203967 0.00380525 0.0165915 0.0146803 0.0120837 0.00538993 0.0030988 0.0279199 0.026831 0.0255924 0.0244187 0.0231559 0.0219231 0.0182562 0.0167365 0.0157115 0.0127269 0.0111629 0.0096951 0.00301934
internal_count=3910 3635 3406 3342 3013 2821 2787 2770 872 834 798 119 679 568 337 93 54 1898 1796 1434 1321 1278 1130 1044 829 718 686 524 446 185
is_linear=0
shrinkage=0.00151575


Tree=1336
num_leaves=31
num_cat=0
split_feature=52 158 31 133 401 453 1348 14 1456 1374 42 123 1456 42 43 0 0 16 133 3 104 484 15 15 1 42 43 12 2 2
split_gain=0.00115112 0.001139 0.00124539 0.00105598 0.000992084 0.000771732 0.00109303 0.00113528 0.000718658 0.000721859 0.000615322 0.00110687 0.000814003 0.000770326 0.000712843 0.000965629 0.000873568 0.000682065 0.00077028 0.000714731 0.000559813 0.000481135 0.000562226 0.000782538 0.000643691 0.000847487 0.00079699 0.000667149 0.000604807 0.00109957
threshold=-0.51745999999999992 0.11034000000000001 -1.0000000180025095e-35 -0.39018999999999998 0.10072000000000002 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.09309000000000002 -1.0000000180025095e-35 0.083745000000000014 1.0000000180025095e-35 -0.082904999999999993 0.0016850000000000001 -0.017269999999999997 -0.10462499999999998 0.41476000000000007 0.10681500000000001 -0.15464999999999998 1.0000000180025095e-35 0.097080000000000014 -0.26361999999999991 -0.19153499999999998 0.12263000000000002 0.091955000000000023 0.14198000000000002 0.099370000000000014 0.086875000000000022 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 12 17 14 15 16 -10 18 19 -12 21 22 -21 -24 25 26 27 28 29 -25
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012242874865201073 0.0013732882004775706 -0.0013085450450786406 -0.0013060265038599298 -0.00089028826067475233 -0.0013249645383132326 -0.0010788910417964784 0.0013511190176371912 -0.0011492534001290621 0.00054118813131665477 -0.00096564825033941819 0.00098238647248984762 0.0013630681873950633 -0.00089737546794941441 -0.0010805967486643001 0.0007753707945425105 0.00066664644522775886 -0.00092276165120261584 0.0009035018473937291 -0.00092037051985428418 0.0011478611423004828 -0.00083317388958908608 -0.0006843606408610416 -0.00099910053148105117 0.00024670188845509454 0.00090377899050130873 -0.00067044282129509003 0.0013004035623456086 -0.00083225215510553216 0.00040844436513720925 -0.00098069477979198321
leaf_weight=0.0014797661994743186 0.0012710907365034432 0.0012246238170585668 0.0011446260637490427 0.0014018649730861412 0.0010056710169880625 0.001115676413263599 0.0012353251988912453 0.0014593796476400902 0.0010047173380840491 0.0011555892771326617 0.002010391892284232 0.0015020760202024688 0.0013208998962085374 0.001521055378004621 0.0016918053511787434 0.0016202067831194711 0.0032640406057520277 0.0024223443350663834 0.0012228229257251746 0.0011528732743035707 0.0010807030457726787 0.0011840840185399762 0.0010395196708454712 0.0048303302278025753 0.002332012208253075 0.0021672171950259935 0.0012363223868305786 0.0011900771660293677 0.012304505657323439 0.0019234146633975158
leaf_count=275 110 167 202 240 192 27 44 88 38 56 51 163 244 325 36 30 318 36 219 69 21 49 24 199 63 134 7 17 347 119
internal_value=0 1.6459e-06 2.94001e-05 -8.12396e-07 2.61573e-05 5.11398e-05 7.48054e-05 4.45073e-05 7.89515e-05 0.000106581 0.000132383 0.000207535 0.000161148 -0.000188968 -1.00661e-05 -0.00023571 -0.000578199 0.000199883 0.000149268 0.000189574 0.000137215 0.000172934 0.000208961 0.000168905 0.000215633 0.000147783 0.00023032 0.000164983 0.000227255 -0.000102851
internal_weight=0 0.0590353 0.0578106 0.0565396 0.0553949 0.0543893 0.0532736 0.0520383 0.0505789 0.049177 0.0480214 0.0389196 0.0374175 0.00910183 0.00758077 0.00588896 0.00426876 0.0360966 0.0336743 0.0324515 0.0304411 0.0293604 0.0281763 0.0270234 0.0259839 0.0236519 0.0214847 0.0202483 0.0190583 0.00675374
internal_count=3910 3635 3468 3358 3156 2964 2937 2893 2805 2565 2509 1762 1599 747 422 386 356 1355 1319 1100 1049 1028 979 910 886 823 689 682 665 318
is_linear=0
shrinkage=0.00137286


Tree=1337
num_leaves=31
num_cat=0
split_feature=52 133 482 31 1348 14 401 151 1 159 3 47 13 42 49 42 1447 43 1429 48 15 48 51 3 43 42 15 52 16 3
split_gain=0.00126479 0.00131566 0.00122065 0.00148444 0.00109642 0.00154888 0.00110461 0.0010724 0.000962005 0.000942577 0.00100423 0.00131552 0.00127636 0.000839386 0.000917424 0.000987278 0.000738624 0.000847175 0.000746119 0.000739556 0.000961335 0.000811257 0.00112907 0.000618724 0.00107809 0.000894391 0.000897735 0.000823374 0.000738305 0.00115104
threshold=-0.51745999999999992 -0.26719999999999994 0.097000000000000017 -1.0000000180025095e-35 0.094400000000000012 0.077685000000000018 0.10072000000000002 -0.52174999999999983 0.10113500000000002 -0.034019999999999988 -0.12008499999999998 1.0000000180025095e-35 0.15641500000000003 -0.09602999999999999 -0.085974999999999982 0.084685000000000024 -1.0000000180025095e-35 -0.24333999999999997 -1.0000000180025095e-35 0.091065000000000021 -0.19153499999999998 0.12862000000000004 0.12900500000000004 -0.078884999999999997 -0.077544999999999989 -0.089024999999999979 -0.088734999999999994 0.083750000000000005 0.23932500000000004 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=-1 -2 3 -3 5 6 7 -5 9 -9 12 13 -11 -12 15 -15 -10 -18 -19 -20 -21 -22 -23 25 -25 -16 -27 -28 29 -26
right_child=1 2 -4 4 -6 -7 -8 8 16 10 11 -13 -14 14 23 -17 17 18 19 20 21 22 -24 24 28 26 27 -29 -30 -31
leaf_value=-0.0012474244109884789 -0.0012135293497466547 0.0013733124123878747 -0.0013249183581433325 -0.0013134287168923382 0.0013640139920153139 -0.0012082632125887832 -0.0013177557823805205 -0.0011045296558889785 -0.00072887209274218165 0.00084679310980473104 -0.0012091223456196878 -0.0011358671436873253 -0.00043987919513830678 -0.0013666853639974163 0.00073324372217724179 0.00019462099633389584 -0.0002455878987650419 -0.00062176442591055706 0.00082074303173033795 -0.0006727443223662579 0.0011832599445593813 -0.00098890457241317684 0.00067992076178690622 0.0010892490509308444 3.5195052587404989e-05 0.00048245314280104696 -0.0013729179736211262 -0.00021586554820503907 -0.00063941945462380552 0.0011888153269691551
leaf_weight=0.0015851171216567641 0.0016635455211969621 0.0015540914515637097 0.001244630434283688 0.0010607697572382327 0.0011172917865351897 0.0019635744742600983 0.0011252469428637548 0.0015436049377797181 0.0012275904276322072 0.0048491931022489531 0.0011046961788350176 0.0022206464341740775 0.0020748104189394212 0.0017553309137952047 0.0015195723393297547 0.0013507250864153164 0.0035388299717880036 0.0010657668026396996 0.0092132725495508438 0.0016894397078637269 0.0020932527125072644 0.0011774521414622541 0.0021766262530036329 0.0025111243134787751 0.0086995690027984636 0.0014984044395218677 0.0021140714193494886 0.0025662737012437375 0.0020972284385853976 0.0020059850629934326
leaf_count=275 229 108 134 57 27 105 181 326 42 75 151 143 34 36 87 47 28 7 403 31 73 21 44 68 274 92 381 344 67 20
internal_value=0 -7.25697e-06 2.21843e-05 4.72408e-05 1.57105e-05 -7.73874e-06 3.01119e-05 5.49129e-05 7.90668e-05 -5.38012e-05 -9.20356e-06 -0.000119833 0.000461236 -3.69522e-05 1.26258e-05 -0.000687723 0.000306149 0.000366784 0.000491216 0.000563765 0.000232016 0.000512619 9.40782e-05 0.000107155 0.000266761 -0.000210343 -0.000442405 -0.000738496 0.000105439 0.000251358
internal_weight=0 0.0698226 0.0681591 0.0669144 0.0653603 0.0642431 0.0622795 0.0611542 0.0600935 0.0379112 0.0363676 0.0294436 0.006924 0.027223 0.0261183 0.00310606 0.0221822 0.0209546 0.0174158 0.01635 0.00713677 0.00544733 0.00335408 0.0230122 0.0153139 0.00769832 0.00617875 0.00468035 0.0128028 0.0107056
internal_count=3910 3635 3406 3272 3164 3137 3032 2851 2794 2145 1819 1710 109 1567 1416 83 649 607 579 572 169 138 65 1333 429 904 817 725 361 294
is_linear=0
shrinkage=0.00137286


Tree=1338
num_leaves=31
num_cat=0
split_feature=31 52 133 1348 14 1456 457 457 1213 38 3 1456 160 50 403 48 0 42 52 12 0 16 13 4 2 43 3 1 0 4
split_gain=0.000931869 0.000816209 0.0007383 0.000554193 0.000937741 0.00083215 0.000536332 0.000755813 0.000604567 0.000569595 0.000672206 0.000513964 0.000509684 0.000549957 0.000652329 0.00064768 0.000440619 0.000469108 0.000446684 0.00063722 0.00107577 0.000611995 0.000556468 0.000486234 0.000401733 0.000829339 0.000377692 0.000355171 0.000387124 0.000775359
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.093505000000000019 0.077685000000000018 -1.0000000180025095e-35 -0.23052999999999998 -0.079274999999999984 -0.081334999999999977 0.11976000000000002 0.24227500000000002 1.0000000180025095e-35 -0.40446999999999994 0.10030500000000002 0.087440000000000004 0.12862000000000004 -0.11991499999999998 1.0000000180025095e-35 0.11401500000000002 0.085185000000000025 -0.017269999999999997 0.28937500000000005 0.16421000000000002 -0.030814999999999995 0.085155000000000022 -0.074254999999999988 -0.076234999999999983 0.11198000000000001 -0.230625 -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 -4 -7 -8 -9 10 11 12 -10 14 15 16 17 27 19 20 23 -22 24 -18 25 26 -21 28 -14 -30
right_child=1 2 3 -5 -6 6 7 8 9 -11 -12 -13 13 -15 -16 -17 18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011062675622109466 -0.0011908569137149836 -0.0011513776581425126 -0.00092951912472114418 0.00094131903183282558 -0.0011501925551136473 0.001000372001928733 -0.00094430365619621582 -0.00093597070769194828 -0.00074460256722145364 -0.00088960826919060965 0.00097718951201937357 -0.00079206137398519431 0.00065526275748149744 0.00082539588073346829 -0.0009647453767383426 -0.00077697123082395402 2.751361420350519e-05 0.0011657424464815041 -0.00064063248496931311 9.1833737101514929e-05 -6.4512763192668156e-05 0.0012227515856243244 -0.00047128469434031092 -0.00099540168911528819 0.00062380088022603018 -0.00065394534620766135 0.0012095647020802765 0.00098584771583229555 0.00039055492884942119 -0.00084916083876415433
leaf_weight=0.0012667751898435267 0.0011354377096456361 0.0010502791800459091 0.0016721875356437979 0.0010830434544715209 0.0013208532743602666 0.001025179467211145 0.0014360919944254027 0.0010945381419191205 0.0012473334786133874 0.0010690061081390914 0.0015407966348638382 0.0012127739147796959 0.0018837610505002544 0.0019486190213073842 0.0010304890983725548 0.0013761284065285642 0.0012319948918602108 0.001322955181969121 0.0015185898379175269 0.0011757386418285165 0.0017926919928224058 0.0010674491452959955 0.0014530271729844566 0.0026580809778526115 0.0064441940080965376 0.0016308727686213942 0.0010252216327160113 0.0011136675639288329 0.0023612895477489459 0.0014910223485742197
leaf_count=113 275 229 307 31 106 39 158 325 160 24 134 227 42 123 98 51 68 50 110 72 94 8 52 233 417 223 6 29 63 43
internal_value=0 -6.34463e-05 -3.5785e-05 -9.87863e-06 -3.32153e-05 1.23669e-06 3.90579e-05 1.44974e-05 5.00859e-05 7.87934e-05 0.000107135 6.88174e-05 9.9731e-05 0.00013211 8.79288e-05 0.000124643 0.000168686 0.000431998 6.10766e-05 0.000118742 -0.000210717 0.000415914 0.000308349 -0.000671442 0.000418589 7.34747e-05 0.00061248 0.000290283 0.000155238 -8.92722e-05
internal_weight=0 0.0474133 0.0462779 0.0452276 0.0441446 0.0428237 0.0411515 0.0401263 0.0386902 0.0375957 0.0365267 0.0349859 0.0337731 0.0325258 0.0305772 0.0295467 0.0281706 0.0081727 0.0199979 0.0184793 0.00675022 0.00286014 0.0117291 0.00389008 0.010276 0.00383183 0.00220096 0.00684974 0.00573607 0.00385231
internal_count=3910 3797 3522 3293 3262 3156 2849 2810 2652 2327 2303 2169 1942 1782 1659 1561 1510 227 1283 1173 403 102 770 301 718 301 78 177 148 106
is_linear=0
shrinkage=0.00134594


Tree=1339
num_leaves=24
num_cat=0
split_feature=52 1456 1213 453 1 133 43 43 49 52 4 52 15 3 0 4 43 1 1 1 15 52 43
split_gain=0.000348389 0.000255903 0.000269946 0.000219167 0.000245533 0.00027927 0.000244922 0.000579102 0.00024393 0.000410168 0.000395399 0.000237312 0.000373525 0.000306727 0.000182768 0.000312986 0.000236495 0.000167933 0.000157069 0.000143944 0.000137991 0.000102335 9.84641e-05
threshold=-0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086795000000000011 0.10113500000000002 0.10681500000000001 -0.14252999999999996 -0.053009999999999995 -0.045004999999999996 0.078330000000000025 0.25367000000000006 0.11401500000000002 -0.10192499999999999 0.10223 -0.070894999999999986 -0.23071499999999998 -0.0037249999999999996 0.09112000000000002 0.11287500000000002 0.076710000000000014 -1.0000000180025095e-35 -0.0066199999999999991 -0.083094999999999988
decision_type=2 2 2 2 2 2 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 -6 -8 -9 10 -10 12 -4 14 16 22 20 19 -12 -18 -14 -21 -16
right_child=1 2 3 -5 6 -7 7 8 9 -11 18 -13 13 -15 15 -17 17 -19 -20 21 -22 -23 -24
leaf_value=-0.0032239250415690701 -0.0026000627362261536 -0.0025250770152509777 -0.0028119492660556972 -0.002166523785737329 -0.00070046596413138567 -0.0027351731933125466 0.0043215863881722206 0.0027171066697217407 -0.0032136453891577904 0.0024944958011620523 -0.0008407756845236823 -0.0023129061324265289 -0.0030837341425148748 0.0031845904133719271 0.0012269040282435514 0.0034211166487220809 -0.00048704470609855545 -0.0013145856391966382 0.0021952417257585541 0.00083472614285921669 -0.00030651044824330442 0.003268167972759741 -0.0011979011536290124
leaf_weight=0.0010214010780749674 0.0010588273490352565 0.001089033209859285 0.0010341065877431084 0.0010673364315811886 0.0019669233322807686 0.001112144178901737 0.0017430323336125328 0.00146336842448025 0.0013899119932609932 0.0015771233531625128 0.0011056396542272751 0.0010978865113655542 0.0010953722488597495 0.0013233511405701401 0.0010243653889254745 0.0013787543309189444 0.0010458316528379995 0.0011028002658992619 0.0010000155439823244 0.0010864646930084376 0.0011098690091657683 0.0010444248442822435 0.0010398668483109219
leaf_count=353 322 547 163 64 91 372 249 115 54 89 45 259 315 30 28 96 154 54 133 44 201 74 58
internal_value=0 7.67356e-05 0.000182108 0.000296342 0.00040259 -6.23362e-05 0.00106033 0.00147865 0.000720503 0.000144524 -0.000915732 0.000159778 0.000380754 0.0006742 0.000339569 0.00137323 -0.000209238 0.000551736 0.000601086 0.00119963 -0.00168599 0.00202744 5.39684e-06
internal_weight=0 0.0279564 0.0268976 0.0258086 0.0247413 0.0144952 0.010246 0.00827909 0.00653606 0.00507269 0.00349557 0.0133831 0.0122852 0.0112511 0.00992775 0.00344299 0.00648476 0.00427952 0.00210566 0.00317672 0.00220524 0.00213089 0.00206423
internal_count=3910 3557 3235 2688 2624 1848 776 685 436 321 232 1476 1217 1054 1024 182 842 326 178 272 516 118 86
is_linear=0
shrinkage=0.00555105


Tree=1340
num_leaves=23
num_cat=0
split_feature=1456 1213 11 3 13 48 1 4 12 49 15 484 2 133 2 15 15 14 0 0 150 41
split_gain=0.00020646 0.000207433 0.000177274 0.000214727 0.000235472 0.000223812 0.000259357 0.000282655 0.000267547 0.000259942 0.00026699 0.000323677 0.000330794 0.000249656 0.00021851 0.00020601 0.000282602 0.00022451 0.000152121 0.000294537 0.000146632 1.82685e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.080455000000000013 -0.12008499999999998 0.14810000000000004 -0.086624999999999994 0.094695000000000015 0.053925000000000008 0.10333000000000002 -0.085974999999999982 0.088345000000000021 0.085815000000000016 0.083585000000000007 0.086975000000000011 0.096750000000000017 -0.11399999999999998 -0.038029999999999987 -0.22654999999999997 -0.098179999999999976 -0.19631499999999999 0.083205000000000015 0.077550000000000022
decision_type=2 2 2 2 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 9 18 15 -7 11 12 -11 14 20 17 -17 -9 19 -8 -14 -4
right_child=1 2 21 5 -6 6 7 8 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.0020875608748457475 -0.00199345884500912 0.0027931185322444228 -0.00076779782822009306 -0.002046186263699921 -9.9145063344016122e-05 -0.0025009649098573913 0.0010420169083818025 -0.00086710439577615712 0.0020163377450746118 -0.0031886917154938942 0.0018829442183993636 0.0020528836738467632 0.00018251650483519155 -0.0019794273905418278 -0.0012652233500035433 -0.0033408534873812512 5.1391541869612653e-05 0.0020513040845533 0.00056434184769116867 0.0042687361294620318 0.0023815224138019494 -0.0016684086332899232
leaf_weight=0.0010545140846471559 0.0010725735672533201 0.0014567731360370885 0.0010169326431459505 0.0010468134645655871 0.0011157976572899742 0.0011024202180525142 0.0015433257323671512 0.0012649527373250202 0.0012302301710471752 0.0010714891960295105 0.0013469610866557744 0.0010514133600633135 0.0018467903022072463 0.0015203302574142707 0.0014331092638240617 0.0010210140301412096 0.0011981187441474361 0.0011116704477010242 0.0017449182742730329 0.0010788857169554689 0.0010779256241910673 0.0010053824698046387
leaf_count=369 555 104 154 74 59 96 27 94 37 206 398 134 327 350 151 78 31 180 274 102 37 73
internal_value=0 4.88163e-05 0.000132152 0.000244481 0.00153866 9.09857e-05 0.000199359 0.000737064 5.39999e-05 -0.000325105 -6.85043e-05 -0.000397027 -0.000767674 -0.000326363 0.000250347 -0.000471295 -0.00150937 0.000497987 0.00164831 0.00236962 0.000992976 -0.00121553
internal_weight=0 0.0273578 0.0262853 0.0242629 0.00257257 0.0216904 0.0206436 0.0101931 0.00582599 0.0104504 0.00934802 0.00800106 0.00694964 0.00587816 0.00435783 0.00459576 0.00221913 0.00237662 0.00436713 0.00262221 0.00292472 0.00202232
internal_count=3910 3541 2986 2759 163 2596 2522 823 420 1699 1603 1205 1071 865 515 383 109 274 403 129 364 227
is_linear=0
shrinkage=0.00473777


Tree=1341
num_leaves=24
num_cat=0
split_feature=1348 51 1 47 50 4 1 11 403 403 42 156 1 43 16 1 15 42 160 3 0 48 52
split_gain=0.00019974 0.000269163 0.000292185 0.000329328 0.000244144 0.00033172 0.000588691 0.000302955 0.000295096 0.000304164 0.000356843 0.000233082 0.000225711 0.000187634 0.000183772 0.000211996 0.000186697 0.000130213 0.000206216 0.000120232 0.000135679 0.000202145 9.33528e-05
threshold=0.084620000000000015 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10625000000000001 0.25367000000000006 0.11215000000000001 0.077165000000000025 0.088015000000000024 0.03138500000000001 -1.0000000180025095e-35 0.084090000000000012 0.10688500000000002 -0.15969999999999998 -0.19424999999999998 0.09832500000000001 0.083185000000000023 0.085330000000000003 0.090735000000000024 -0.08348499999999999 -0.10071499999999999 0.084905000000000022 -0.072349999999999984
decision_type=2 2 2 2 2 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 12 8 9 10 -3 13 -7 -12 16 17 -15 18 19 -16 21 -21 -17
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 22 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0023788785132206045 0.0020707745145846388 -0.0023656077182504127 0.002055281774189263 -0.0026803815820972345 -0.002285366670795097 0.0015740989316827881 0.0041210864379566774 -0.0027243255869019468 -0.0024924388059567376 0.0026536140626218139 0.0023709562944013562 -0.0015292402379359679 -0.001414121995908032 -0.0024001067774121667 0.0022222739714861861 0.00087199668727075375 0.00045777705738209715 -0.0013995003662945753 -0.0014397045437471955 0.0026748355761187139 -0.00071035886339433196 -0.00020677307278643136 0.0029436919114430833
leaf_weight=0.0011658714666489258 0.0010200913410933756 0.0013854687923722389 0.0015131471013192501 0.0011304011607777822 0.0010502285303358718 0.0011353767322450628 0.001249584578507601 0.0010188148862263482 0.001053335795918319 0.0010570208258299232 0.0010641541650553395 0.0015999298705149942 0.0012295880082386912 0.0011110507538347686 0.0011521655475936754 0.0010013055716060482 0.0010274968470973533 0.0010716284222869465 0.00112203501033592 0.0010921683823088557 0.0014648705180398507 0.0011857260408305592 0.0010309364823988254
leaf_count=144 86 613 155 91 369 116 183 175 249 100 35 313 45 45 96 123 44 629 61 30 116 22 70
internal_value=0 -0.000107763 -4.92012e-06 -0.000133561 -8.94748e-06 9.9464e-05 0.00143809 -0.000162956 -1.31478e-05 0.000146423 -2.66887e-05 0.000206048 2.04687e-05 0.000431335 0.000248017 0.000546966 -0.00102699 0.000152484 0.000428894 0.000857221 0.000437006 0.00117485 0.00192295
internal_weight=0 0.0269123 0.0257464 0.0242333 0.0231029 0.0220527 0.00361455 0.0184381 0.0174193 0.016366 0.0153089 0.0139235 0.00236496 0.0123235 0.0112594 0.00912084 0.00213855 0.00708859 0.00601697 0.00489493 0.00374276 0.00227789 0.00203224
internal_count=3910 3824 3680 3525 3434 3065 344 2721 2546 2297 2197 1584 161 1271 1236 1147 89 954 325 264 168 52 193
is_linear=0
shrinkage=0.00483252


Tree=1342
num_leaves=22
num_cat=0
split_feature=1456 453 4 15 48 403 51 43 13 3 42 4 0 3 1 1 43 13 0 52 1
split_gain=0.000169412 0.000170329 0.000189715 0.000224039 0.000245335 0.000317353 0.000252989 0.000206775 0.000287505 0.000566016 0.000398806 0.000313832 0.000230351 0.000307891 0.000185917 0.000212147 0.000118316 9.4023e-05 9.06894e-05 5.17331e-05 2.16759e-05
threshold=-1.0000000180025095e-35 0.086430000000000021 0.25367000000000006 -0.10192499999999999 0.093225000000000016 0.088015000000000024 0.08955500000000001 0.14198000000000002 -0.071149999999999977 -0.08348499999999999 -0.09602999999999999 -0.23071499999999998 -0.07773999999999999 0.088060000000000013 0.11235500000000002 0.10688500000000002 -0.049504999999999987 -0.15355999999999997 -0.10131499999999999 -0.088354999999999989 0.12019000000000001
decision_type=2 2 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 -5 -10 -12 13 18 15 -4 -6 -11 -13 -14 -16
right_child=1 -3 14 4 16 -7 -8 -9 10 17 11 12 19 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=-0.0017403954849472534 -0.0015439203789900091 -0.0016806953792897054 0.001412502033189828 0.0010110035469609961 0.002416595437158399 -0.0022923918227963258 -0.0018398796645710963 0.0016383096971215477 -0.0016221032018762986 -0.00158357473230388 -0.0011374907305194868 0.00054814740008542521 0.001678153650917961 0.0024783657503112959 0.0022620763913444994 -0.0011338563447897423 0.00057268287264845559 -0.003436780912934514 -0.0009866028526396859 0.0030292897958930356 0.0014031323353658992
leaf_weight=0.0010177766266398483 0.0017217866749234907 0.0010141272841179818 0.0011549010348739222 0.0014475358101423419 0.0010221573819212404 0.0011579298056096912 0.0012148290646276103 0.0016296744482982026 0.0014666858413449066 0.00101288150377421 0.001244516296756701 0.0016105824424370559 0.0010011938351164318 0.001176331948880005 0.0010403840770232264 0.0012595583070114102 0.00171739233302337 0.0010036316961637955 0.0012664500045414251 0.0010898170255595032 0.0011270618987297976
leaf_count=369 257 73 124 290 92 267 219 139 165 43 149 79 77 32 78 60 112 442 365 233 245
internal_value=0 4.37842e-05 0.00011273 -6.15177e-05 7.2384e-05 -0.000127062 3.82825e-05 0.00020185 1.18307e-05 -0.00103629 0.000421827 0.000827545 0.00122555 0.000628795 0.000903115 8.41356e-05 0.00126067 -0.00250593 -0.000127439 0.00238235 0.00181543
internal_weight=0 0.0263794 0.0253653 0.0207834 0.0190616 0.0163221 0.0151641 0.0139493 0.0123196 0.00346405 0.00885558 0.00738889 0.00614438 0.00405336 0.00458191 0.00241446 0.00273955 0.00201651 0.00287703 0.00209101 0.00216745
internal_count=3910 3541 3468 2961 2704 2500 2233 2014 1875 775 1100 935 786 476 507 184 204 485 444 310 323
is_linear=0
shrinkage=0.00429114


Tree=1343
num_leaves=31
num_cat=0
split_feature=31 52 133 160 1374 447 14 484 2 1374 0 1 4 13 2 16 4 3 43 13 3 12 12 52 12 52 16 47 47 2
split_gain=0.000868679 0.000805077 0.000769376 0.000586832 0.000481335 0.000551989 0.000966755 0.000554298 0.000625377 0.000478741 0.000691434 0.000528078 0.000803556 0.00120573 0.000495238 0.00043044 0.000413033 0.000595609 0.000380705 0.000378985 0.00036374 0.00037158 0.000504198 0.000886855 0.000439051 0.000467743 0.000591871 0.000340241 0.00059358 0.000319081
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 0.087785000000000016 0.08840000000000002 0.077685000000000018 -0.0043499999999999988 0.11203000000000002 -0.094679999999999986 -0.23029999999999998 0.11215000000000001 -1.0000000180025095e-35 -0.083514999999999992 0.086915000000000006 -0.097709999999999977 -0.51381999999999983 0.11476000000000001 -0.24333999999999997 0.0043150000000000003 -0.15002999999999997 -1.0000000180025095e-35 0.086765000000000023 -0.031409999999999993 0.098845000000000016 -0.090304999999999983 -0.088144999999999987 0.12132000000000003 0.084155000000000021 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 6 7 8 -5 -9 15 12 16 14 -14 -11 -12 20 -13 -15 -18 -22 23 -23 25 -24 -27 28 -20 -25
right_child=1 2 3 4 -6 -7 -8 9 -10 10 11 18 13 19 -16 -17 17 -19 27 -21 21 22 24 29 -26 26 -28 -29 -30 -31
leaf_value=0.0012340309664122427 -0.0013275811992224517 -0.0013074770063257689 -0.00093050280990085693 -0.0012940460771282774 -0.00081046626757747008 0.0010381680256853956 -0.0012698275263643025 -0.00069849021020374478 0.00016316137374147678 0.00019226891213194679 -0.00055034190498500315 -0.00011442549592930374 -0.00074096675912656046 -0.0012554776860756337 0.00047962979388873706 0.0014330054597207697 0.00094780286949735311 0.0011295894946220335 0.00083127522438167939 -0.00018793621024157291 0.00075515920175501052 -0.0013179141942846974 0.0011394220216453331 -0.00035311449241898256 -0.00067030465282147498 0.00074628109780961512 -0.00049497365268714154 0.0011455404043419373 -0.00040580944573354781 0.00078271743986635227
leaf_weight=0.0012218563138367547 0.0011245687392499306 0.0010569494230706069 0.0015013659392878456 0.0013931839367161128 0.0014983246649773454 0.0012946892108449673 0.0012679923887515257 0.0015541398638738704 0.0013155781933140709 0.0011132723280056211 0.0015752485066258147 0.0020953890337835901 0.0010129347694511903 0.0030243731912937451 0.0031038735206578849 0.0015188360871434192 0.0012090389258219052 0.0016312725581428831 0.0024109754579454967 0.0010222746479896516 0.0015865412869109372 0.0016176870273163502 0.0014813621529228289 0.0012933512876105828 0.001011273158014081 0.0017622309852283122 0.0017681521491290705 0.0020001232019524195 0.0014135964668176015 0.0010135282298051607
leaf_count=113 275 229 290 431 88 105 88 62 71 34 28 18 44 216 85 16 33 25 252 54 94 97 44 258 161 119 476 42 42 20
internal_value=0 -6.06385e-05 -2.93577e-05 1.00622e-06 3.35385e-05 6.40172e-05 3.26406e-05 7.50653e-05 -0.000586317 0.000124528 0.000161427 0.000100064 -1.14723e-05 -0.000398238 0.000179304 0.000908226 0.000186484 0.000267231 0.00043964 -0.000985793 0.000156839 7.39276e-05 -3.47221e-05 -0.000457469 0.000240738 0.000424568 0.000124613 0.000638961 0.000374038 0.000145914
internal_weight=0 0.0466721 0.0455476 0.0444906 0.0429892 0.0414909 0.0401962 0.0389282 0.00270876 0.0362195 0.0346653 0.0320332 0.0241131 0.00816346 0.00411681 0.00263211 0.0159497 0.0143744 0.00792008 0.00404665 0.0127432 0.0115341 0.00994758 0.00392457 0.00602302 0.00501175 0.00353038 0.0058247 0.00382457 0.00230688
internal_count=3910 3797 3522 3293 3003 2915 2810 2722 502 2220 2158 2108 1754 399 129 50 1355 1327 354 270 1302 1269 1175 375 800 639 595 336 294 278
is_linear=0
shrinkage=0.00151575


Tree=1344
num_leaves=21
num_cat=0
split_feature=1213 1456 11 453 47 47 42 43 16 13 16 151 160 49 1 1 13 2 16 4
split_gain=0.000153131 0.000153306 0.000162467 0.000165089 0.000224925 0.00036998 0.00019564 0.000310031 0.000222685 0.000231781 0.000194445 0.000175538 0.000220135 0.00019191 0.00025496 0.000286202 0.000249947 0.000185599 0.000120232 3.59947e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.086430000000000021 0.10783500000000001 0.13177500000000003 -0.09602999999999999 -0.15648499999999999 0.15737500000000001 -0.074599999999999986 0.0015250000000000001 -0.087964999999999988 -0.082969999999999988 -0.069934999999999983 0.11097000000000001 0.095575000000000007 -0.083924999999999986 0.085155000000000022 0.050115000000000007 0.0066400000000000009
decision_type=2 2 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 -10 11 -9 -13 19 15 16 -15 -18 -12 -14
right_child=1 2 -4 -5 5 -7 7 8 9 -11 18 12 13 14 -16 -17 17 -19 -20 -21
leaf_value=-0.0017133930498965874 -0.0016600666582436197 -0.0017401197227435534 -0.0014834133401784729 -0.0015794956490263357 0.0029511403168530469 -8.0701330935059913e-05 0.0018816722782670102 0.0017752442965413449 4.0137902980406639e-05 -0.0023620715827425607 0.0025246484869111767 -0.001797927727877467 -0.0016481164044586587 0.0016171008532083024 -0.0015972066152418391 0.0025348923840510366 -0.0020874191590844757 0.00037346093893392794 0.00047687080399327734 -0.0004884476572693901
leaf_weight=0.0010270722463148465 0.0010117510976503921 0.0010970642340675232 0.0012105876858221612 0.0010036756389801829 0.0015337343361008218 0.0016821215907345533 0.001955742649696334 0.0010230520465471802 0.0017642785638573022 0.0014656341953443444 0.0010781676415401184 0.001416116759196979 0.0010607310125708719 0.001612943961382448 0.0010041634836093216 0.0014737499677743848 0.001033040337742876 0.0014947140082349764 0.0012160338007127791 0.0010732570846236911
leaf_count=592 332 189 143 71 116 57 133 167 83 243 101 346 119 174 162 105 233 340 157 47
internal_value=0 4.39275e-05 0.000112344 0.000192876 0.00027027 0.00136527 9.2142e-05 0.000199798 3.0201e-06 -0.00104991 0.000255199 1.24839e-05 -0.000164864 9.93562e-05 0.000474731 0.000845305 0.00024395 -0.000632249 0.00143923 -0.00106488
internal_weight=0 0.0262106 0.0251988 0.0239882 0.0229845 0.00321586 0.0197687 0.0186716 0.0167159 0.00322991 0.013486 0.0111918 0.0101687 0.0087526 0.00661861 0.00561445 0.0041407 0.00252775 0.0022942 0.00213399
internal_count=3910 3318 2986 2843 2772 173 2599 2410 2277 326 1951 1693 1526 1180 1014 852 747 573 258 166
is_linear=0
shrinkage=0.0044645


Tree=1345
num_leaves=22
num_cat=0
split_feature=3 124 1348 484 1374 0 1 0 42 0 52 132 16 0 0 52 1 4 16 43 3
split_gain=0.000139993 0.000172396 0.000184232 0.000281561 0.000249674 0.000203386 0.000201306 0.000302985 0.000268861 0.000300779 0.000330196 0.000298641 0.000260702 0.000223224 0.000205655 0.000177493 0.000159716 0.000134719 0.00012659 8.35918e-05 0.000135869
threshold=0.30601500000000009 -0.085379999999999984 0.084360000000000004 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 0.12811000000000003 -0.053834999999999994 0.091955000000000023 -0.077944999999999987 0.086950000000000013 0.080815000000000012 -0.083564999999999987 -0.10131499999999999 -0.14136999999999997 0.048490000000000012 0.081540000000000015 -0.032604999999999995 -0.25582999999999995 -0.11180499999999999 0.097615000000000021
decision_type=2 2 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 16 15 14 -14 18 19 -10 -7 -11 -21
right_child=-2 2 -4 4 5 6 7 -9 17 11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.0016968052802531922 0.0016736688129959972 -0.002287426808369057 0.0017737551490704514 -0.0023425442907839874 0.0015055033046509334 0.00078211266066053654 0.0029051050926610505 -0.00043221010507037198 -0.0029976164212969945 0.0018061591783660553 -0.0030570326899063945 0.0027640343236209537 -0.001607732007683234 -0.0024208842605387762 0.0013414517460285246 0.0021800154863110288 -0.0013763722567754096 -0.00084135772058264405 -0.0011149436072594293 -0.00077458832721948902 0.0014847633411065311
leaf_weight=0.0011179990701768441 0.001012184232336121 0.0013792792596002959 0.0010111223079507506 0.0010441373151834901 0.0017401406726591439 0.0017527137713569951 0.0010976743320863513 0.0012613278847509726 0.0010383864185018465 0.001008545474340039 0.0010512245076694108 0.001247092038601183 0.0010249544467058058 0.0016941111149855505 0.0010156104245315715 0.0010387638593706144 0.0010655762391951207 0.0015707972938077677 0.0013384156581999155 0.0013227787561969221 0.0010147971521092813
leaf_count=158 164 588 84 58 83 87 85 99 374 45 484 91 68 469 41 140 261 213 151 155 12
internal_value=0 -8.72593e-05 -0.000167955 -0.000250772 -0.000124956 -1.61611e-05 -0.000151654 0.00112069 -0.000326322 -8.04934e-05 -0.000612088 0.000757069 -0.000285282 -0.00117459 -0.000139892 0.00051892 0.000189743 -0.00169949 -3.92861e-05 0.000688474 0.00020625
internal_weight=0 0.0258354 0.0247174 0.0237063 0.022327 0.0212829 0.0195428 0.002359 0.0171838 0.0145746 0.00891579 0.00565879 0.00786457 0.00373468 0.00204056 0.00412989 0.0044117 0.00260918 0.00309113 0.00334612 0.00233758
internal_count=3910 3746 3588 3504 2916 2858 2775 184 2591 2004 1440 564 956 578 109 378 473 587 238 212 167
is_linear=0
shrinkage=0.00464487


Tree=1346
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 14 1456 1374 1 484 12 42 2 12 133 43 0 51 0 0 123 52 42 2 2 15 457 2 1 48
split_gain=0.000924296 0.000759319 0.000860302 0.000695672 0.000966718 0.00100963 0.00062252 0.000518778 0.000531499 0.000507357 0.000522176 0.000510101 0.000553974 0.000837661 0.000520318 0.000474894 0.000553046 0.00049249 0.000722093 0.000388255 0.00038574 0.000405358 0.000460212 0.000481573 0.000465915 0.00039937 0.000374614 0.000336095 0.000324161 0.000390893
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.090240000000000015 0.10752500000000002 0.042570000000000004 0.10214500000000001 -0.09602999999999999 0.075670000000000015 0.088325000000000015 0.099765000000000006 -0.24333999999999997 -0.035699999999999989 0.12342500000000002 -0.14012999999999998 0.16242500000000001 0.08363000000000001 0.11262000000000001 -1.0000000180025095e-35 0.099015000000000006 0.094400000000000026 -0.092459999999999987 0.084715000000000013 0.089910000000000004 0.11113500000000003 0.11904500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -8 13 -13 20 -10 17 28 -19 -12 21 22 -14 24 25 -24 -27 -11 -17 -30
right_child=1 2 3 -5 -6 -7 7 -9 15 27 19 12 14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0011652410946873478 -0.0012516212553516941 -0.0012903666267206067 -0.0009111910483665819 -0.0011652594826515933 0.001421023447048464 -0.001253507319908846 -0.0010077312878089624 -0.00086099521542533353 -0.00027318647670207232 2.9820923648440574e-05 -0.0011959045731986147 -0.0012194434259329228 -0.00046063337505279167 0.00019673667781498847 -0.00072272528717979201 0.0011030473670883257 0.0014206464416844345 -0.0010734098974736778 0.00059836776172401897 -5.3053276508015813e-05 0.0010862116979234464 -0.00057368454355170395 -0.00033457153957866455 0.00085915060535947244 -0.00075367332592473052 0.00026091589972143279 0.0011556365839139977 0.00089378335885671571 0.00056518662574488567 -0.00044609433358481793
leaf_weight=0.0013393751603039119 0.0011121055108088687 0.001127883804772716 0.0014338408433598451 0.001066082937995815 0.0010294289865027109 0.0013376227742247773 0.001059569834695572 0.0012431794104768015 0.0021724052896274779 0.0018684891835838982 0.0015064557067714359 0.0017216571488380952 0.0016795053545919101 0.0018275609458271447 0.0013394383214336272 0.0016828658759067156 0.0011674493450222192 0.0011073319177512531 0.0010864339713805293 0.0010856441559212726 0.0010286343697902831 0.0014269268828452928 0.0015579136811190147 0.0029544663695224571 0.0010140298897285405 0.0035426046006232243 0.0013802507149449639 0.0019563748299280537 0.0041241248071920422 0.0010099487907204718
leaf_count=113 275 229 307 27 46 106 143 68 24 170 221 167 264 260 244 37 103 14 32 10 44 99 85 105 39 286 22 80 256 34
internal_value=0 -6.19188e-05 -3.34889e-05 -2.27102e-06 2.56885e-05 -7.47338e-06 3.22322e-05 6.5597e-05 9.49079e-05 -1.97884e-05 -0.000101086 -2.33e-05 3.02651e-05 -0.000490225 0.000146276 0.000345181 0.000477164 0.000354924 -0.000245484 -0.000717246 0.000226086 0.000160818 0.000247231 0.000361005 0.000164635 0.000308321 0.000511774 0.000471728 0.000548142 0.000366253
internal_weight=0 0.0476502 0.0465381 0.0454102 0.0443442 0.0433147 0.0419771 0.0405433 0.0393001 0.0269495 0.0231247 0.0205326 0.019473 0.00354922 0.0159238 0.0123506 0.0101782 0.00901071 0.00219377 0.0025921 0.0145843 0.0135557 0.0121288 0.0104493 0.0074948 0.00648077 0.00492286 0.00382486 0.00681694 0.00513407
internal_count=3910 3797 3522 3293 3266 3220 3114 2807 2739 2239 1989 1758 1615 427 1188 500 476 373 46 231 944 900 801 537 432 393 308 250 327 290
is_linear=0
shrinkage=0.00145689


Tree=1347
num_leaves=21
num_cat=0
split_feature=1213 44 124 48 40 1 0 0 42 1 51 42 43 15 15 160 4 2 4 52
split_gain=0.000135377 0.000141298 0.000188116 0.000219176 0.000268301 0.000242682 0.000276157 0.000305911 0.000216592 0.000173921 0.000167649 0.000217232 0.000166816 0.00014898 0.000178268 0.000139278 9.04525e-05 0.000235545 0.000225088 8.80356e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.061329999999999989 0.12738500000000003 -0.062739999999999976 0.10420500000000001 -0.17106499999999999 -0.037619999999999994 0.091955000000000023 0.096230000000000024 -0.082979999999999984 -1.0000000180025095e-35 -0.080894999999999981 -0.050004999999999994 -0.14097499999999996 0.090735000000000024 -0.029114999999999999 0.091025000000000009 0.0021050000000000005 0.085815000000000016
decision_type=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 4 -4 8 -7 13 9 10 -6 -12 -2 14 -8 16 19 18 -18 -13
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 11 15 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0015595749323869664 0.00012882641074215222 -0.0014542219247222897 -0.001641864811044507 -0.0017494964994919137 -0.0013636274258958005 0.0025257148047159676 -0.00061082926459672671 0.0023351351338298317 -0.0018159651122198091 -0.0015949890645175226 -0.0012350604115021488 0.0020579196828885322 0.002604683901919265 -0.0014715024241935448 0.0015278329337320828 -0.00052019048867701922 -0.001886509421354097 0.0016617807663608123 0.00088286805159041182 0.00057715917223797838
leaf_weight=0.0010105487857854359 0.0010003016904766293 0.0011125434333507647 0.0015133802760113326 0.0012492974215705379 0.0010897332382922018 0.0014913857527059093 0.0015554128108020704 0.0011960588113383843 0.0012357612101664148 0.0010514446590454982 0.0012826575510464103 0.001847220070003262 0.0010041445536319018 0.001113680199629874 0.0013325373327583989 0.0015137351830845081 0.0010511108069575521 0.0017291221906232113 0.0011123100861800683 0.0012326875303296791
leaf_count=592 134 71 126 94 300 71 97 144 445 115 526 165 153 80 127 141 227 95 95 112
internal_value=0 4.15923e-05 0.000109236 -2.51947e-06 9.97135e-05 0.000232594 0.000898001 0.000430957 -0.00010599 7.14339e-05 0.000232795 0.000410879 0.00136913 -0.000138189 0.000375977 0.000659657 0.000915805 0.000481052 -0.00046265 0.00146527
internal_weight=0 0.0257145 0.024602 0.0225975 0.0213482 0.0198349 0.00668907 0.00519769 0.0131458 0.01191 0.0108586 0.00976884 0.00200445 0.00400163 0.00288795 0.00848619 0.00697245 0.00389254 0.00216342 0.00307991
internal_count=3910 3318 3247 2960 2866 2740 519 448 2221 1776 1661 1361 287 304 224 835 694 417 322 277
is_linear=0
shrinkage=0.00429114


Tree=1348
num_leaves=31
num_cat=0
split_feature=52 133 453 1348 14 1456 38 3 1374 1429 1 0 133 1374 40 2 159 15 12 13 47 1 43 4 3 151 12 133 11 3
split_gain=0.00103049 0.000858781 0.00067306 0.000624245 0.000863214 0.000610371 0.00060692 0.00102035 0.000766291 0.000541539 0.000555203 0.000770663 0.000763095 0.000650177 0.000742259 0.000950484 0.000952205 0.00079853 0.000662405 0.000588658 0.000584706 0.000508349 0.000581144 0.000491128 0.000682921 0.000498108 0.000945541 0.000495404 0.000407195 0.000541758
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 0.11976000000000002 0.30601500000000009 0.086000000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.083674999999999986 0.083815000000000014 -0.095439999999999983 0.028705000000000001 1.0000000180025095e-35 -0.034019999999999988 0.05377500000000001 0.097345000000000015 -0.060719999999999989 0.10813000000000002 0.095575000000000007 -0.0026049999999999992 -0.51381999999999983 0.097615000000000021 0.083140000000000006 0.094045000000000004 1.0000000180025095e-35 0.087505000000000013 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 11 12 -11 -12 15 18 -17 28 20 -20 21 22 -15 -13 25 26 27 -25 29 -18
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 13 23 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012673153342948537 -0.0011742905941088534 -0.00074248119000732467 -0.0010475480029932688 0.0010919678609796729 -0.0010821343630431285 -0.00085808792521418055 -0.00093517485618795635 0.0013729273383313425 -0.00089498583372951798 -0.001090167111797976 -0.00055440267468260423 -0.00046171301845793488 -2.5443614333726715e-05 4.0717328222020963e-05 0.0013731630449595209 -0.00036210561294095883 0.0013420331965224223 -0.0002907375430178006 0.0010554118092008105 -5.4184147407011878e-05 -0.0012731644866687875 0.00038106858269627478 -0.0013485571603054946 0.00049808674506713268 0.0011043168703272408 0.00093105966689811988 -0.0011948579151086847 -0.00058362939962853264 4.3239263715306202e-05 0.00062069264632229446
leaf_weight=0.0012276287538259814 0.0011362962897752396 0.0017029884502241513 0.0010633066474596822 0.0010732820809811186 0.0012727555132956416 0.0010400500246365843 0.0010520360791872454 0.0011915987671666786 0.0014528866628009665 0.0022572217039632985 0.0016614421142548954 0.0019301668969315964 0.002896983660723218 0.0012745161450617992 0.0012284502671069389 0.0019246310375820039 0.0035643564571754549 0.001360918720180849 0.0014734595454406474 0.0023199407495333446 0.0010855912680582946 0.0019064942563433718 0.0010229954669656038 0.0031995059264802277 0.001626480024299326 0.0011472936262464373 0.0011087524754076483 0.0010631135867753549 0.0010715487266566024 0.0043661365143066178
leaf_count=275 229 307 36 52 107 73 25 141 93 411 27 20 309 221 37 54 201 42 40 91 34 159 124 185 14 14 285 179 31 94
internal_value=0 5.69801e-06 3.28737e-05 5.66708e-05 3.31303e-05 6.40354e-05 9.50911e-05 0.000120196 8.46395e-05 0.000119756 0.00014551 -5.99447e-05 -0.000491726 0.000274484 0.000335422 0.000275769 0.000524697 0.000689395 -6.09822e-05 0.000376813 -0.000374944 -0.000142999 -0.000577874 0.000160941 0.000308492 0.000109925 -6.54646e-05 0.000228303 0.000837571 0.000944899
internal_weight=0 0.0504752 0.0493389 0.0482756 0.0472023 0.0459296 0.0442266 0.0431745 0.0419829 0.04053 0.03949 0.0152295 0.00515421 0.0242605 0.022599 0.0213706 0.0122876 0.010363 0.009083 0.0037934 0.0052896 0.00420401 0.00229751 0.0100753 0.00814515 0.00651867 0.00537137 0.00426262 0.00900204 0.00793049
internal_count=3910 3635 3406 3370 3318 3211 2904 2879 2738 2645 2572 1417 720 1155 1128 1091 422 368 669 131 538 504 345 697 677 663 649 364 326 295
is_linear=0
shrinkage=0.00137286


Tree=1349
num_leaves=22
num_cat=0
split_feature=14 3 38 124 13 4 48 2 457 0 4 157 15 42 1 4 43 43 11 2 16
split_gain=0.000144134 0.000173395 0.000193659 0.000445771 0.000211483 0.000239334 0.000210674 0.000254991 0.000250792 0.000225 0.000256288 0.000197289 0.000350403 0.000184745 0.000305877 0.000407043 0.000191706 0.00014103 0.000121169 0.000118226 8.27161e-05
threshold=0.073890000000000011 -0.15464999999999998 1.0000000180025095e-35 -0.048219999999999992 -0.23438999999999996 -0.23071499999999998 0.12649500000000002 0.12068000000000001 -0.067474999999999993 -0.15291499999999997 0.0057500000000000008 -0.077534999999999979 -0.11739999999999999 0.085195000000000007 0.089895000000000017 -0.076854999999999993 -0.074254999999999988 -0.079374999999999987 0.079700000000000007 0.10679500000000001 -0.055679999999999993
decision_type=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 -3 19 -6 7 8 -7 10 -10 -11 -13 14 15 -14 17 -15 -1 -5 -16
right_child=-2 2 -4 4 5 6 -8 -9 9 11 -12 12 13 16 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0021852379923767923 -0.0015846478823554578 0.0020965365285924918 -0.0019428137185351748 0.00019160069661966985 -0.0018592804340034461 -0.0022261167547220251 -0.0020298847863585321 0.0020946828862774625 -0.00033743059983291571 0.001486857688955712 0.0021764886281718382 -0.00281269810417482 -0.00027304443135800461 0.00033331924307011801 0.0011946559158818688 -0.0040160247929908102 -0.00092007670038080091 0.0024950612876147053 0.00012448787939663828 0.0021675398868883787 -0.00047616555580781917
leaf_weight=0.0011715999100523336 0.0010797695254860509 0.0018226196934000563 0.0010042861741970102 0.0012977587949107262 0.0017516618928022322 0.0010592911269990965 0.0010761860184840258 0.0010139604622663176 0.0014450286409899383 0.0010315518177001796 0.0016803345777329781 0.0011314631052810721 0.0012507800115655037 0.0013558639279230844 0.0011059214977844345 0.0010029182745222177 0.0011557303644958716 0.0010079751250382518 0.0010247037138526593 0.0010490418479576213 0.0011662547964399472
leaf_count=72 135 268 83 52 149 229 79 172 48 218 80 158 469 207 86 356 637 112 132 97 71
internal_value=0 4.78759e-05 -6.24526e-05 2.18356e-05 -0.00016189 -0.000321058 -0.000157592 -2.68126e-05 -0.000176267 -1.34188e-05 0.00101416 -0.000328018 -0.000532023 -0.000211283 -0.000796177 -0.00193871 0.000540843 0.00125512 0.00122378 0.00107486 0.000337062
internal_weight=0 0.0256049 0.0234086 0.0224043 0.0205817 0.0182349 0.0164833 0.0154071 0.0143931 0.0133338 0.00312536 0.0102085 0.00917691 0.00804544 0.00452587 0.0022537 0.00351957 0.00236384 0.0021963 0.0023468 0.00227218
internal_count=3910 3775 3571 3488 3220 3071 2922 2843 2671 2442 128 2314 2096 1938 982 825 956 319 204 149 157
is_linear=0
shrinkage=0.00437696


Tree=1350
num_leaves=31
num_cat=0
split_feature=52 31 151 1348 133 14 1456 1213 1374 38 3 374 39 159 50 47 15 1 15 2 159 133 42 49 151 13 4 52 2 43
split_gain=0.00121222 0.00110833 0.00103694 0.00109781 0.000970961 0.000874526 0.000795719 0.000666607 0.000676056 0.000615609 0.00100986 0.000588139 0.000608158 0.000807203 0.000749936 0.00123465 0.000569094 0.00060068 0.000690396 0.00135611 0.000903534 0.000760511 0.000643236 0.000693506 0.000951252 0.000859485 0.000565497 0.000520878 0.000411166 0.00037337
threshold=-0.51745999999999992 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 -0.39018999999999998 0.077685000000000018 -1.0000000180025095e-35 -0.082704999999999987 0.087785000000000016 0.11976000000000002 0.30601500000000009 0.086350000000000024 0.13419 -0.034019999999999988 0.10030500000000002 0.13206500000000002 0.22941000000000003 0.11235500000000002 -0.095799999999999982 0.091025000000000009 0.09141500000000001 -0.090054999999999982 -0.09602999999999999 -0.085974999999999982 0.079335000000000017 0.16421000000000002 0.22584000000000001 -0.068164999999999989 0.11635500000000001 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 -2 -3 4 -4 6 -6 -8 9 10 11 12 13 28 15 16 17 18 19 -15 21 -20 -23 24 -24 29 -19 -21 -9 -25
right_child=1 2 3 -5 5 -7 7 8 -10 -11 -12 -13 -14 14 -16 -17 -18 26 20 27 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012804250358855233 0.0011519276211156744 -0.0013364831744177945 -0.0013146131549290454 0.0012950744103064173 -0.00088701064772636021 -0.0011199872073486955 -0.0010115350940053712 -0.00094148298511294738 -0.0007893417697319321 -0.00087878882134761278 0.0013729335263766552 -0.00083170332626641584 0.0010760268797947608 -0.00092036823062367312 0.00092648168494370282 -0.0013731372701833444 -0.00067170218407358584 3.2111127749806588e-05 -0.00085788717810767791 -0.00046918990219383419 -0.00078236454563341 -0.00071340975994626653 -0.0010185711947262425 0.00048541190373001752 0.00063998054065138744 -0.00038423672145522416 0.0010388133155880973 0.00071597133046842729 5.8920431727382541e-05 0.00096623528514832159
leaf_weight=0.0014073757142629697 0.00155640231334253 0.0011096057336867906 0.0010785339844591726 0.0012138923286464367 0.0017280946721004433 0.0012796415116378404 0.0010697746522213549 0.001993120916850776 0.0016155984407637538 0.0011491508986694035 0.0012160878980780323 0.0012286464504875907 0.0012478735237806396 0.0031582400511043765 0.0022568038392962722 0.0010267092163189764 0.0015083519519976099 0.0016890100013577927 0.0010198113401185252 0.0010192581671617518 0.0015568215327536042 0.0010088882936085666 0.0014032263483594312 0.011390022181099635 0.0012170591240057149 0.0018158954364153592 0.0027870554925586433 0.0022239538980832751 0.0012662538874037566 0.0041539240780981155
leaf_count=275 113 65 209 42 307 106 307 311 81 24 130 39 38 148 150 19 18 41 112 24 133 74 44 651 32 41 117 93 38 128
internal_value=0 9.06953e-06 -2.2451e-05 3.90494e-06 -2.50621e-05 1.16543e-06 2.88888e-05 6.05304e-05 8.39589e-05 0.000113765 0.00013846 0.000105078 0.00013139 0.000103651 0.000158187 0.000111297 0.00015369 0.000189836 0.000119767 -0.000280043 0.000228373 0.000299869 0.000356122 0.000410127 -0.000248214 0.000509497 0.000658942 0.000343506 -0.00055283 0.000613906
internal_weight=0 0.0579877 0.0564313 0.0553217 0.0541078 0.0530293 0.0517496 0.0500215 0.0489518 0.0473362 0.046187 0.0449709 0.0437423 0.0424944 0.039235 0.0369782 0.0359515 0.0344432 0.0299671 0.00640145 0.0235656 0.0220088 0.020989 0.0199801 0.00262029 0.0173598 0.00447607 0.00324321 0.00325937 0.0155439
internal_count=3910 3635 3522 3457 3415 3206 3100 2793 2486 2405 2381 2251 2212 2174 1825 1675 1656 1638 1480 265 1215 1082 970 896 76 820 158 117 349 779
is_linear=0
shrinkage=0.00137286


Tree=1351
num_leaves=21
num_cat=0
split_feature=480 1429 156 150 150 38 124 40 3 133 51 15 15 12 1 42 15 15 43 1
split_gain=0.000129844 0.000158171 0.000206479 0.000165114 0.000285546 0.000198569 0.000205182 0.00031566 0.000322676 0.000264251 0.000254338 0.00015516 0.000256601 0.000241085 0.000240086 0.000152824 0.000259679 0.00016149 0.000286653 6.11725e-05
threshold=1.0000000180025095e-35 0.084845000000000018 0.085790000000000019 -0.20684999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.073304999999999995 -0.068949999999999997 0.10666500000000002 0.093130000000000004 0.12190000000000002 -0.031229999999999997 -0.07142999999999998 0.092365000000000017 0.094695000000000015 0.08401500000000002 0.090325000000000003 0.035895000000000003 0.0016850000000000001 0.10420500000000001
decision_type=2 2 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 11 19 12 13 14 -9 17 -17 -13 -19 -10
right_child=-2 -3 -4 4 5 -7 7 8 10 -11 -12 15 -14 -15 -16 16 -18 18 -20 -21
leaf_value=0.0018263763552122077 -0.0015732530002430314 0.0017052205572415033 -0.0015481466458025779 -0.0022514337127675175 0.0020188290650313373 -0.0018249582514228678 -0.0019274655660457662 -0.00020044575345056203 0.0014957962872939289 -0.0022341101463787191 -0.00040905163040530148 0.00016041347019928512 0.0021917598247018118 -0.0014828275813105428 0.0022913661704534257 -0.00095395725349637012 0.0018200059978951048 -0.0032456055782808056 -3.5715431048469439e-05 0.0029128160771865396
leaf_weight=0.0010313157773254025 0.0010288076678930938 0.0010940462471620274 0.0016639541114841496 0.0010693982058778131 0.0011787431306234933 0.0010016518681945632 0.0014166568471949406 0.0019895193626250363 0.0011224551044435307 0.0010147799258511678 0.00100118044422004 0.0015991659510662462 0.0015811840536818986 0.0013451429815402316 0.0012580291895055717 0.001312714979396154 0.0013794988463351338 0.0011517934628547943 0.00106937401255075 0.0013228779599386287
leaf_count=38 299 211 397 112 183 78 120 250 29 511 41 135 129 170 82 259 223 380 143 120
internal_value=0 4.43476e-05 -2.97901e-05 8.07997e-05 -1.72657e-06 0.000114246 0.00021263 9.79461e-05 0.000265275 -4.18843e-05 0.00148635 0.000133471 0.000640566 0.000106517 0.000764828 -0.000347254 0.00046743 -0.000921368 -0.00170021 0.00226238
internal_weight=0 0.0256035 0.0245094 0.0228455 0.0218142 0.0207448 0.0197431 0.0185644 0.0171477 0.0137012 0.00344651 0.0126864 0.00617388 0.00459269 0.00324755 0.00651255 0.00269221 0.00382033 0.00222117 0.00244533
internal_count=3910 3611 3400 3003 2965 2853 2775 2592 2472 2282 190 1771 631 502 332 1140 482 658 523 149
is_linear=0
shrinkage=0.0044645


Tree=1352
num_leaves=31
num_cat=0
split_feature=31 52 133 457 457 0 1456 14 133 1212 376 124 15 130 130 123 1456 3 38 3 43 43 1429 2 16 42 1 43 16 0
split_gain=0.00103491 0.000894041 0.000847509 0.000852962 0.000907722 0.00100539 0.000942294 0.00080658 0.000628554 0.00105943 0.000590285 0.000783033 0.000691297 0.000779892 0.000698994 0.000697786 0.000588865 0.000618017 0.00065584 0.000792 0.000787411 0.00084418 0.000680508 0.000719263 0.000622838 0.000526252 0.00075025 0.000477196 0.000446836 0.000649841
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.51789000000000007 0.088055000000000008 -0.23129999999999998 -1.0000000180025095e-35 0.077685000000000018 -0.17468499999999998 -1.0000000180025095e-35 0.11605500000000001 0.10570000000000002 0.10363000000000001 -0.084569999999999992 -0.081969999999999987 0.083745000000000014 1.0000000180025095e-35 -0.15464999999999998 0.085905000000000023 0.15165000000000003 -0.074254999999999988 -0.079109999999999986 0.084545000000000009 0.090545000000000014 -1.0000000180025095e-35 0.085545000000000024 0.090355000000000005 -0.089949999999999988 -0.52908499999999992 -0.15291499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 12 13 -11 -15 16 17 -16 19 20 21 25 23 24 -22 26 27 -19 -25 -30
right_child=1 2 3 -5 5 -7 7 -9 9 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.001243560709569154 -0.0012833845233302076 -0.0012557723262485096 -0.0010484959691584306 -0.001209776418252387 -0.00047537558037031408 0.0010439770650233133 0.00097810186481944316 -0.0012028120656564533 -0.0014283809415563504 -0.0010282030497212808 -0.00093786397163687842 0.0011670107028016157 -0.00065691191146144011 0.001268622383093777 0.00070727577523414223 0.00082907127002385865 -0.000948028378513026 -0.00060686293745481831 -0.0010247170638031839 0.00090209438842608111 -0.001036617302997247 0.0011267539896772673 0.00087088375875918832 -0.0008042500120208605 9.2825825190352335e-05 -0.00054485502890494844 0.0011080589176511433 0.00057856372682588391 0.0006939892041010259 -0.00023968314118867748
leaf_weight=0.0012985606366222582 0.0011670442526818805 0.0011066766791952834 0.0017654881312311179 0.0011473961810679603 0.0012077060486035407 0.0033620563857690291 0.0014298319374299586 0.0010799362893503242 0.0010122109338912546 0.0012108144049798311 0.0011936323891839065 0.0013108262913537052 0.0026665889095340836 0.0010808198081235778 0.002890967931721263 0.0024786218224761561 0.0011810692601007524 0.0016310627787936571 0.0011901448941529216 0.0020894091892074132 0.003725106611458846 0.0020395361003417989 0.0010660748752391322 0.0013132716592139104 0.0013596701220564295 0.0019605867412386679 0.0016498672188509644 0.0012043233484154703 0.002428198753349875 0.0040696602489609379
leaf_count=113 275 229 319 17 36 131 43 85 245 104 26 31 206 19 72 155 241 213 55 90 489 81 34 22 68 145 47 68 32 219
internal_value=0 -4.707e-05 -1.92437e-05 7.72325e-06 3.58891e-05 0.000642439 -2.56684e-05 1.60722e-05 4.72777e-05 1.4619e-05 5.13731e-05 8.20058e-05 4.38099e-05 9.7862e-05 0.000138735 0.000100901 4.03326e-05 8.11226e-05 1.07609e-05 6.09863e-05 -1.73044e-05 0.000325845 -0.000225853 -0.000316518 -0.000734604 7.24282e-05 0.000342254 -0.000103356 -4.43577e-05 0.000109223
internal_weight=0 0.0530186 0.0518516 0.0507449 0.0495975 0.00456976 0.0450277 0.0432622 0.0421823 0.0407525 0.0397403 0.0385466 0.0372358 0.0345692 0.0333584 0.0322776 0.0297989 0.0286179 0.0257269 0.0245368 0.0224474 0.00848538 0.013962 0.0128959 0.00508478 0.00644584 0.00448525 0.00283539 0.00781113 0.00649786
internal_count=3910 3797 3522 3293 3276 167 3109 2790 2705 2662 2417 2391 2360 2154 2050 2031 1876 1635 1563 1508 1418 554 864 830 557 473 328 281 273 251
is_linear=0
shrinkage=0.00142833


Tree=1353
num_leaves=31
num_cat=0
split_feature=31 156 133 3 39 376 453 1348 14 4 1374 150 159 2 15 159 15 3 13 47 40 15 1 2 3 49 4 150 1 3
split_gain=0.000872876 0.000706606 0.000552876 0.000488789 0.000626174 0.000531252 0.000544433 0.000608002 0.000725476 0.000537559 0.000634383 0.000645035 0.000794685 0.000697656 0.000876744 0.000674791 0.000761347 0.000974921 0.000649126 0.000610428 0.000548352 0.000556731 0.000520487 0.000512482 0.00057968 0.000512454 0.000481454 0.00050707 0.000477619 0.000428426
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 0.31335500000000011 0.13419 0.11605500000000001 0.091855000000000006 0.087725000000000011 0.077685000000000018 0.50657000000000008 0.086000000000000007 -0.096549999999999983 -0.034019999999999988 0.099015000000000006 0.17176000000000005 0.09141500000000001 -0.13578499999999996 -0.12817999999999996 0.10924000000000002 0.10783500000000001 -0.027374999999999997 -0.14868999999999996 0.09112000000000002 0.11230000000000001 0.10666500000000002 -0.047309999999999998 0.0057500000000000008 0.086025000000000018 0.11235500000000002 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 6 7 8 9 10 11 -4 -13 15 18 16 -14 -18 20 22 -15 -22 26 24 -23 -24 27 29 -25 -19
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12 12 13 14 -16 -17 17 19 -20 -21 21 23 25 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0011445408227851387 -0.0015461226453026785 -0.0012430106613036504 0.0008247732090599576 0.00063755905849606856 0.00077840999779984349 -0.0013277821487575063 -0.0013690161113528827 0.00093046434910143145 -0.0014128177821769311 0.00075986929080669181 -0.0013140449336724851 -0.0011294687265714799 -0.0014337739622841911 0.0015146380328227426 -0.0010282957773841684 -0.0013278470705677435 0.0009623218751128378 -0.00039034455552033084 -0.00060217685121701056 0.00068252579343516112 0.0013909064905504181 2.6650534762465294e-05 -0.00019073680119625834 -0.001043428704285173 0.0014575042819729453 -0.0013389372794467018 0.00045491113342576887 -0.0013747125477582155 0.00037536817637736204 0.00061815924350002739
leaf_weight=0.0010756677464698319 0.0010055625839093798 0.0012668705853398068 0.0013963657564834966 0.0015790500375294494 0.0014005393761280507 0.001110157022430335 0.0010020434262258951 0.0010773362651872445 0.0012352081847932786 0.0013217454787177165 0.0012774269424429266 0.0022763057100731445 0.0012475732493105697 0.0011144145963202243 0.0013128463479290539 0.0015467246016913619 0.0016118638378390523 0.0066716892073158292 0.0014940857679941466 0.0013870641138833397 0.0010025828712070259 0.001793716219993689 0.0015526840867252645 0.0012755000725803711 0.0010868807595088015 0.0023135644087126659 0.0020628051735898109 0.001065513959371601 0.0010212397767448422 0.0011858401578592748
leaf_count=113 197 232 29 136 45 22 38 49 106 94 86 371 108 63 30 194 54 986 56 45 35 172 51 146 24 183 87 99 36 23
internal_value=0 -0.000264133 -0.000235918 -0.000207197 -0.000238332 -0.000272691 -0.00024365 -0.000214979 -0.000247238 -0.000208346 -0.000244196 -0.00020449 -0.000248012 -0.000182754 0.000150191 -0.000345656 -0.000266112 -0.000184507 0.000326238 -0.000298338 0.000516403 0.000336393 -0.000389943 0.000132188 0.000566527 -0.00087782 -0.000218245 -0.000373863 -0.000412564 -0.000238143
internal_weight=0 0.0466952 0.0456896 0.0444228 0.0428437 0.0414432 0.040333 0.039331 0.0382536 0.0370184 0.0356967 0.0344193 0.0330229 0.0307466 0.0101013 0.0206453 0.0190986 0.017851 0.00878842 0.0162392 0.00729433 0.00617992 0.0148521 0.00517734 0.0028806 0.00386625 0.0109858 0.00892304 0.00229674 0.00785753
internal_count=3910 3797 3600 3368 3232 3187 3165 3127 3078 2972 2878 2792 2763 2392 562 1830 1636 1528 532 1474 476 413 1429 378 196 234 1195 1108 182 1009
is_linear=0
shrinkage=0.00154607


Tree=1354
num_leaves=21
num_cat=0
split_feature=3 447 51 40 52 52 43 39 484 48 13 3 2 457 0 1 43 3 16 13
split_gain=0.000150263 0.000162077 0.00032172 0.00037054 0.000254151 0.000228298 0.000275263 0.000231738 0.000255325 0.000246046 0.000238755 0.00030869 0.000480164 0.000311444 0.000354816 0.00015393 0.000228777 0.000171783 0.000294884 0.000195938
threshold=0.30601500000000009 0.084630000000000011 -0.40274499999999996 1.0000000180025095e-35 0.28122000000000008 -0.27466499999999994 0.16180500000000003 0.085060000000000011 -0.0043499999999999988 0.12675000000000003 0.16421000000000002 -0.115685 0.088820000000000024 -0.0015249999999999997 -0.23029999999999998 0.10305000000000002 -0.083899999999999988 0.097615000000000021 -0.088144999999999987 -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
left_child=1 2 -1 4 5 -4 7 8 -7 10 11 12 -10 -13 -15 16 -16 18 -18 -20
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12 13 -14 14 15 -17 17 -19 19 -21
leaf_value=-0.0023247530112804064 0.0015336297040635244 0.0014148606188731244 -0.0017029940878117308 0.0021938133441437675 -0.0017964489119375628 -0.0019783527571881243 -0.00203846354267666 0.0017666400726249979 -0.00015561377854899454 -0.0017541743979525857 -0.0012349569998055363 -0.0019683327277809797 0.0033709942862130433 0.0022109105413783484 0.0010853193745421772 0.0013336851768850412 0.00017394939131741373 0.00077329639358257802 -0.0033692100966655524 -0.00086909804541757498
leaf_weight=0.0011139476905126502 0.0010103250514838505 0.0011659785955688831 0.0013398678892091375 0.0011824152376574961 0.0015324373789117321 0.0010054104529100263 0.0010110965454137441 0.0014297623237977666 0.0012216544683631902 0.0010620808854255861 0.0015458777301726742 0.0010486228284194441 0.0014204182280321831 0.0015443682223228389 0.0017674510904532583 0.0013420300340483138 0.0018262880124786749 0.0011414016182698106 0.0010370602996433668 0.0010977322830723396
leaf_count=144 164 142 330 77 355 395 207 273 82 44 105 102 63 47 256 64 312 28 622 98
internal_value=0 -8.77956e-05 -0.000158816 -5.63901e-05 -0.000175311 -5.6109e-05 5.70431e-05 0.000171632 3.79604e-05 0.000164228 0.000300125 0.000476599 0.00174034 0.000167583 0.000397154 5.60532e-05 -0.00019353 -0.000636511 -0.00104275 -0.00208363
internal_weight=0 0.0258359 0.0246699 0.023556 0.0223736 0.0208411 0.0195013 0.0184902 0.0170604 0.016055 0.0149929 0.013447 0.00264207 0.010805 0.00975633 0.00821196 0.00686993 0.00510248 0.00396108 0.00213479
internal_count=3910 3746 3604 3460 3383 3028 2698 2491 2218 1823 1779 1674 145 1529 1427 1380 1316 1060 1032 720
is_linear=0
shrinkage=0.00412451


Tree=1355
num_leaves=22
num_cat=0
split_feature=1213 475 148 1374 52 50 15 2 158 133 3 133 457 1 1 16 16 15 2 3 4
split_gain=0.000135952 0.000130841 0.00018627 0.000301365 0.000231116 0.000275331 0.000239012 0.000315057 0.00027312 0.000235504 0.000209585 0.000291673 0.000196954 0.000160148 0.000344308 0.000215075 0.000233654 0.000196982 0.000178405 0.000148121 5.20812e-05
threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.057864999999999993 -0.094679999999999986 0.41469000000000006 0.10030500000000002 -0.24219999999999997 0.12547000000000003 0.085745000000000002 -0.090054999999999982 0.15165000000000003 0.094185000000000005 0.084715000000000013 0.088135000000000005 0.10786000000000001 -0.083564999999999987 0.20277000000000003 -0.094924999999999995 0.088055000000000008 -0.075954999999999981 -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
left_child=-1 -2 -3 -4 5 6 -5 8 9 -8 11 12 13 15 17 20 18 -15 -17 -16 -11
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 14 19 16 -18 -19 -20 -21 -22
leaf_value=-0.0016399187857793947 -0.0015351188089468022 0.0016149090102692131 -0.0023582644476859314 0.0017917435162076636 -0.0019661752126203312 0.0019710370128875423 -0.0016779335861214599 -0.0023148095766008805 -0.0020663090217306092 0.0025255649035116137 0.00206120925515192 -0.0020619255500611035 0.0021548285608405378 -0.00028694659537232192 -0.00051686046522915713 0.00048107441457754196 0.0015182178385956548 -0.0028706843259147961 -0.0020887404366618694 0.001666378820550593 0.0011649402280487237
leaf_weight=0.0010014747352719835 0.0010127611470167877 0.0015218568063981577 0.0010298016459699957 0.0014738224569386315 0.0010156173483771283 0.001639186644095624 0.001185818473687498 0.0011734289170013392 0.0011031677270471321 0.0010617358692828205 0.001357658875870805 0.0010298839930066037 0.0011690396851840043 0.0011575746650409613 0.0010533891180273258 0.0010253905473898263 0.0013159206842141558 0.0011955754907839733 0.0011338763333663682 0.0015033359116249922 0.0011882854640873309
leaf_count=592 280 193 45 274 230 238 265 124 224 80 51 354 61 61 57 174 108 211 135 53 100
internal_value=0 3.71853e-05 0.000102622 1.73536e-06 0.000113307 0.000215004 6.45192e-05 -7.96753e-05 7.94671e-05 0.000233403 0.00039311 0.000216648 0.000415448 0.000224251 -0.000367343 0.000731595 3.53276e-05 -0.00159968 -0.000868389 0.000766869 0.00180699
internal_weight=0 0.0253471 0.0243344 0.0228125 0.0217827 0.0207671 0.0191279 0.0176541 0.0164807 0.0153775 0.0141917 0.012834 0.0118041 0.0106351 0.00490988 0.00572521 0.00347519 0.00235315 0.00215927 0.00255673 0.00225002
internal_count=3910 3318 3038 2845 2800 2570 2332 2058 1934 1710 1445 1394 1040 979 382 597 417 272 309 110 180
is_linear=0
shrinkage=0.0044645


Tree=1356
num_leaves=20
num_cat=0
split_feature=1 0 159 159 147 131 52 15 0 2 3 15 4 48 16 48 42 43 133
split_gain=0.000136149 0.000315128 0.000224098 0.000259176 0.000180064 0.000213466 0.000442239 0.000137356 0.000225896 0.000176832 0.000267111 0.0001909 0.000261668 0.00018281 0.000136969 0.000133941 0.000169255 0.000107815 0.000102535
threshold=1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 0.09141500000000001 0.089090000000000016 0.097135000000000013 -0.24456499999999998 0.024640000000000006 -0.061994999999999995 1.0000000180025095e-35 0.086245000000000016 -0.095799999999999982 0.0057500000000000008 0.091065000000000021 -0.17157499999999998 0.086065000000000016 0.084100000000000022 0.0016850000000000001 0.086115000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 -4 5 6 -2 8 9 14 -11 13 -13 -12 -8 16 17 -3 -1
right_child=2 15 3 -5 -6 -7 7 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0031607990835454264 -0.0031303233281143815 -0.00066281629484070252 0.0036542346216329692 0.00019447625131338976 0.0020006072988587188 0.0021061380138988855 -5.3866490180054054e-05 -0.0013562653038895862 0.0022880018783171859 0.0020417492049978154 -1.1587153968146117e-05 -0.00093465075477964024 0.0026304363076262351 -0.0027926658048080238 -0.0024815086120313213 0.0016572967977570678 -0.0019453937077194413 0.0011086733964768118 -0.00097981906609650397
leaf_weight=0.0012696472411563436 0.0013311129763484706 0.0017640331037012125 0.0010157741106138199 0.0012959690873337593 0.0011003434669623067 0.0010214162321384732 0.0012467298791988268 0.0017138697984669946 0.0012150841610981651 0.0018185569305746718 0.001416617059816664 0.0010856370188889707 0.0010801823212176487 0.0011076634931868057 0.0011991064397862718 0.0011092040780131818 0.0012486240934311277 0.0018523228880766851 0.0010242524848008416
leaf_count=657 187 358 87 297 110 144 70 361 137 154 50 47 26 49 199 89 428 121 339
internal_value=0 -0.000571242 0.000226231 0.00171469 1.86717e-06 -0.000152622 -0.000327212 -1.32242e-05 0.000213117 -6.84351e-05 0.000373341 -0.000273574 0.000843403 -0.00123193 -0.00124405 4.91458e-05 -0.000317509 0.000244553 -0.00218697
internal_weight=0 0.00826808 0.0176481 0.00231174 0.0153363 0.014236 0.0132146 0.0118834 0.0101696 0.00895449 0.00650866 0.0046901 0.00216582 0.00252428 0.00244584 0.00597418 0.00486498 0.00361636 0.0022939
internal_count=3910 1992 1918 384 1534 1424 1280 1093 732 595 326 172 73 99 269 996 907 479 996
is_linear=0
shrinkage=0.00512831


Tree=1357
num_leaves=21
num_cat=0
split_feature=14 3 1 157 4 12 12 16 150 52 2 13 16 0 16 12 12 49 1 0
split_gain=0.000133617 0.000148919 0.000184631 0.000220487 0.000197126 0.000287033 0.000186619 0.00032934 0.000277855 0.000211489 0.000202251 0.000155572 0.000137734 0.000137568 0.000121647 0.000102665 0.000131634 0.00017444 4.18603e-05 3.26986e-05
threshold=0.073890000000000011 -0.15464999999999998 1.0000000180025095e-35 -0.074309999999999987 -0.083329999999999987 0.085185000000000025 -1.0000000180025095e-35 -0.055679999999999993 -1.0000000180025095e-35 -0.18817999999999999 0.11542500000000001 -0.10023999999999998 -0.083564999999999987 -0.069954999999999976 0.24895000000000003 0.10106500000000002 0.088375000000000023 -0.07107999999999999 0.081005000000000008 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 -4 12 -6 13 8 -8 -9 15 -7 -3 -5 -14 16 17 -10 -1 -19
right_child=-2 2 3 6 5 11 7 9 10 -11 -12 -13 14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0016101292155693684 -0.0014287737957363611 0.0011946593919248791 0.0014555379823362594 0.00019936317209583892 -0.0028847970844710653 0.0006868868804966019 -0.001699847996011108 -5.9065511938227844e-05 -0.0010166467848037194 -0.0022852167235731342 0.0020481711756595742 -0.001231554331995211 -0.0014412411186913163 0.0019375419694993392 0.00044456871317461686 0.0012958185357464208 -0.0012455493698892051 0.0014830063109976129 0.00049435977173530065 0.00048557166424978123
leaf_weight=0.0010417744609014781 0.0010159747948080824 0.0012184471373680728 0.0019021760500741456 0.0018254152653009725 0.0011100053045834547 0.0010688831003562412 0.0010453733693367448 0.0011123025721118118 0.0010116039773393481 0.0016892831532061541 0.0011039078320569384 0.0017551930947313386 0.0010474977007696703 0.0011770203643411701 0.0011043480117223226 0.0010422130757214987 0.0011383451351263396 0.0010503229780525203 0.0010724397859473989 0.0010163924984456516
leaf_count=28 135 149 204 241 389 53 53 102 41 292 104 1102 262 153 11 67 220 45 176 83
internal_value=0 3.8371e-05 -5.648e-05 0.000193621 -0.000573993 -0.00117678 1.19408e-05 -0.00024356 0.000194298 -0.00140138 0.000505497 -0.000505445 0.00012963 0.000880767 -0.000473425 0.000181669 -9.37096e-05 0.000332234 0.00104415 0.000992477
internal_weight=0 0.0245329 0.0224187 0.0151144 0.00730437 0.00393408 0.0132122 0.0102097 0.00740816 0.00280159 0.00636279 0.00282408 0.00337029 0.00300244 0.00215185 0.00525888 0.00421666 0.00307832 0.00211421 0.00206672
internal_count=3910 3775 3571 1605 1966 1544 1401 1007 613 394 560 1155 422 394 273 456 389 169 204 128
is_linear=0
shrinkage=0.00396435


Tree=1358
num_leaves=20
num_cat=0
split_feature=150 160 124 4 158 0 457 42 403 156 43 43 15 15 457 16 15 49 51
split_gain=0.000114367 0.000311643 0.000197445 0.000304548 0.000258772 0.000309906 0.000228691 0.000223385 0.000277627 0.000186956 0.000236848 0.00047035 0.000256373 0.000294977 0.000212049 0.000314351 0.000352568 0.000188792 0.00011507
threshold=-0.20684999999999998 -0.217635 0.10385500000000002 -0.49837999999999999 0.087355000000000016 0.047345000000000005 -0.0034949999999999994 -1.0000000180025095e-35 0.03138500000000001 0.091280000000000014 -0.074254999999999988 -0.079109999999999986 0.079360000000000014 -0.19153499999999998 0.41137000000000007 -0.063614999999999991 -0.008624999999999999 -0.020999999999999994 0.084305000000000019
decision_type=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 11 17 13 -12 15 18 -17 -9 -15
right_child=1 2 -4 4 -6 -7 7 9 -10 -11 12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=0.0013399719250017372 -0.0022080740792049438 -0.0020086049295942503 0.0018369535103014887 -0.0017295827861021416 -0.0020218218678335893 0.0019227801437817556 -0.0022469870119604853 0.0018854448603196222 0.00062507783544702073 -0.0014145362612830201 -0.0011752891676356193 0.0039086152139547374 -0.001244930485428084 0.0015900486002381558 -0.00082341499272135137 -0.0014246639161217443 0.0018558459368992384 -0.00042258273658412541 0.0035306715872872045
leaf_weight=0.0010893515558052505 0.0012055168064125784 0.0013800468231794883 0.0010623341259565757 0.00128181177207523 0.0010302459767361763 0.0017223662065026782 0.0014506785026737251 0.0010771357931416148 0.0010820023256540579 0.0010078214231401547 0.0015161461517411712 0.001014439696619073 0.0019561753802027626 0.0012135657209853268 0.0010148452234748362 0.0011721117003570813 0.0012430178592808313 0.0016557743334038866 0.0010489488409600733
leaf_count=43 421 162 44 249 271 124 692 114 180 158 122 82 558 107 24 126 65 316 52
internal_value=0 -8.14608e-05 3.03459e-05 -5.74214e-05 7.40138e-05 0.000184989 1.62152e-05 0.000152229 -0.00101999 0.00036551 0.000504446 0.00141333 0.000132818 0.000506692 0.000954673 0.00134044 0.000263748 0.000487092 0.00248976
internal_weight=0 0.024135 0.0229295 0.0218671 0.0204871 0.0194568 0.0177345 0.0164527 0.00253268 0.01392 0.0129122 0.00374735 0.00916481 0.00720864 0.00569249 0.00467764 0.00241513 0.00273291 0.00226251
internal_count=3910 3867 3446 3402 3240 2969 2845 2596 872 1724 1566 512 1054 496 374 350 191 430 159
is_linear=0
shrinkage=0.00429114


Tree=1359
num_leaves=20
num_cat=0
split_feature=51 1 47 123 12 483 1 15 15 484 4 0 15 13 15 13 13 4 49
split_gain=0.000115004 0.000233955 0.000319133 0.000183159 0.000172538 0.000248336 0.000286846 0.000234696 0.000225773 0.00018398 0.000250853 0.000294272 0.000327105 0.000193232 0.000169061 0.000121912 0.000110348 4.07552e-05 4.03044e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11939500000000002 1.0000000180025095e-35 -0.062539999999999984 0.083960000000000021 0.11235500000000002 -0.19153499999999998 0.099325000000000011 0.085625000000000021 0.0057500000000000008 -0.089879999999999974 -0.029114999999999999 0.0024700000000000004 -0.095799999999999982 -0.0041499999999999983 -0.09547499999999999 0.24280000000000004 -0.045004999999999996
decision_type=2 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 11 -9 -13 15 -12 16 -14 -8 -16
right_child=1 -3 -4 -5 5 -7 17 8 -10 -11 14 12 13 -15 18 -17 -18 -19 -20
leaf_value=-0.0013568621823324813 -0.0018250973093093025 0.00182990502609148 -0.0024208929576933777 0.0014103943134892226 -0.0020597686436481916 -0.0020714357866800735 0.0010476564091346082 -0.0018326742838277047 -0.0018019892804207031 0.0017043680914762705 -8.5349799160136056e-05 0.0022733923545155315 0.0004205144623187269 -0.0017829992789490131 0.0023704793172017622 0.0013882308518760704 -0.0014850282809418618 0.0022618745016606788 0.0011789716346811618
leaf_weight=0.0011708263449843317 0.0010106097085542621 0.0013326581953675134 0.0010437873893114338 0.0017597422269676468 0.0010415531221182545 0.0010157804847856352 0.0010427985032519507 0.0019872011471750413 0.0011113443171227875 0.0014834657324878523 0.0015969530214008931 0.0010952101328200155 0.0013812861921864679 0.0013479667024414166 0.0011158779728355217 0.001082362092534696 0.0010063781334949673 0.0010760638510387555 0.0010610321401280385
leaf_count=145 116 157 100 278 106 315 107 286 296 204 126 216 51 261 72 129 756 75 114
internal_value=0 4.85385e-05 -5.81109e-05 5.81356e-05 -6.41733e-05 3.23071e-05 0.000154912 -5.39742e-05 9.24362e-05 0.000252445 6.79476e-05 -0.000375494 0.000114208 -0.00037661 0.000996272 0.000169716 -0.000382654 0.0016643 0.00178974
internal_weight=0 0.0235921 0.0222594 0.0212156 0.0194559 0.0184453 0.0174295 0.0153106 0.0142691 0.0131577 0.0116743 0.0079004 0.0059132 0.00481799 0.00377386 0.00347003 0.00238766 0.00211886 0.00217691
internal_count=3910 3765 3608 3508 3230 3114 2799 2617 2511 2215 2011 1699 1413 1197 312 936 807 182 186
is_linear=0
shrinkage=0.00437696


Tree=1360
num_leaves=19
num_cat=0
split_feature=2 50 15 158 47 52 13 2 42 160 457 457 3 3 2 42 13 3
split_gain=0.000110664 0.000111823 0.000187283 0.000220392 0.000183102 0.000152968 0.000214222 0.000286865 0.000253981 0.000184575 0.000234346 0.000279676 0.000278727 0.000201704 0.000176208 0.00017356 0.000159602 6.21507e-05
threshold=0.14808000000000002 0.10625000000000001 -0.26361999999999991 0.085745000000000002 0.13206500000000002 0.11401500000000002 -0.090744999999999978 0.097940000000000013 0.098285000000000011 -0.081299999999999983 0.069705000000000003 0.41137000000000007 0.088060000000000013 -0.028189999999999996 0.086915000000000006 -0.088249999999999981 -0.13934999999999997 0.16699000000000003
decision_type=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 16 9 -8 12 -12 13 14 15 -11 -4 -9
right_child=-2 -3 3 -5 -6 -7 8 17 -10 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0016120354249515747 0.0014288363188940966 -0.001418520417360397 -0.0011580198802422063 -0.0020187123061870225 -0.0017038681528615954 -0.0012048457630425482 0.0011220668823219559 0.0029533654761796091 0.0019632450378881572 0.0010359856973509731 0.0018763921186707088 -0.0010932606875922169 -0.003085913413100657 0.0005930923858564807 -0.0022071873621013114 -0.0014711374331094935 0.0011330868482490157 0.0014591510814523265
leaf_weight=0.0013365448562764294 0.0010117756695559024 0.0011799563901835194 0.001212015170387104 0.0011420031484902357 0.0011837714370512833 0.0016169440160132822 0.0016068136870392722 0.001113835980273592 0.0011074121930649281 0.001023200726494311 0.0015084991519569435 0.0010880177256353818 0.0010278170531619057 0.0019861811580898095 0.0017530531947562086 0.0011909397446495896 0.0012120993463310336 0.0011055483308415326
leaf_count=212 173 390 77 318 50 326 255 52 198 163 172 27 81 139 623 429 167 58
internal_value=0 -7.92549e-05 -8.11841e-06 -0.000111835 -1.49623e-06 0.000107127 0.00023239 0.00104934 -7.62268e-05 -0.000278161 -0.000513071 0.000632019 -0.000938965 -0.000568307 -0.00114976 -0.000312543 -1.24267e-05 0.00220905
internal_weight=0 0.0233947 0.0222147 0.0208782 0.0197361 0.0185524 0.0169354 0.0046435 0.0122919 0.0111845 0.00957771 0.00259652 0.00698119 0.00595337 0.00396719 0.00221414 0.00242411 0.00221938
internal_count=3910 3737 3347 3135 2817 2767 2441 354 2087 1889 1634 199 1435 1354 1215 592 244 110
is_linear=0
shrinkage=0.0044645


Tree=1361
num_leaves=18
num_cat=0
split_feature=1 0 159 147 11 52 160 131 49 15 159 15 1 48 43 43 133
split_gain=0.000110733 0.000262794 0.000190151 0.00017372 0.000198445 0.000154814 0.000452969 0.000186603 0.000170205 0.00018216 0.000147346 0.000131061 0.000128247 0.000105898 0.000151341 0.000193503 6.98952e-05
threshold=1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 0.089090000000000016 0.08184000000000001 1.0000000180025095e-35 -0.11175999999999998 0.091885000000000008 -0.081419999999999979 -0.10071499999999999 0.10323000000000002 -0.017214999999999998 0.11257500000000001 0.086065000000000016 -0.18906999999999999 0.0016850000000000001 0.085625000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 5 7 -7 8 -2 12 -4 -11 -10 14 -3 -16 -1
right_child=2 13 10 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0022863786704995239 0.0008087551623311832 0.0010817991519167683 0.0022698933180108228 0.0015710112728788781 -0.0016793014691822835 -0.0011087642005886563 0.0020582575403054445 0.0012649877899995362 0.00090894001779070034 -0.0019900280845281094 0.00018184726093386545 -0.00053669410222331965 -0.00085725083389064257 0.0011990833192983201 -0.0016365882440866029 0.00023914607822930173 -0.00084313330908634032
leaf_weight=0.0011031635680250123 0.0014085637546821265 0.0010820167259839586 0.0011154560982593589 0.0010332457405751736 0.0011649405792474874 0.0011664856013344771 0.0018127318341765184 0.001155211488386044 0.0014123365350227094 0.0019232633768304667 0.0010139082427171875 0.0019782337039715358 0.0011909750388301166 0.0010207277016018867 0.0015877538558705384 0.0018971080095762649 0.0010103702525024461
leaf_count=627 120 83 136 110 181 127 194 124 68 131 248 356 123 89 606 218 369
internal_value=0 -0.000405716 0.000170697 5.53754e-06 -0.000116884 3.41916e-05 0.000818239 -0.000223384 -0.00044066 -0.000711211 0.00127566 -0.00125312 0.000100935 4.46791e-05 -0.000213338 -0.000615466 -0.00159644
internal_weight=0 0.00770114 0.0163754 0.014246 0.0132127 0.0120478 0.00297922 0.00906858 0.00791337 0.00650481 0.00212936 0.0039015 0.00260331 0.00558761 0.00456688 0.00348486 0.00211353
internal_count=3910 1992 1918 1534 1424 1243 321 922 798 678 384 487 191 996 907 824 996
is_linear=0
shrinkage=0.00396435


Tree=1362
num_leaves=19
num_cat=0
split_feature=150 160 124 4 0 42 403 40 2 160 474 4 12 1 0 4 49 47
split_gain=0.000103097 0.000229823 0.000177967 0.000259699 0.000199881 0.000190678 0.000220701 0.000150465 0.000176224 0.000203947 0.000602445 0.000229371 0.000219017 0.000234237 0.000194331 0.000192228 0.000311997 0.000191766
threshold=-0.20684999999999998 -0.217635 0.10385500000000002 -0.49837999999999999 0.047345000000000005 -1.0000000180025095e-35 0.03138500000000001 -0.034699999999999988 0.11835000000000002 -1.0000000180025095e-35 0.084655000000000022 0.074650000000000008 0.091555000000000011 0.10031000000000002 -0.13506999999999997 -0.077679999999999985 -0.047894999999999993 0.096300000000000011
decision_type=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 10 -9 12 13 15 -10 -11 -17 -13
right_child=1 2 -4 4 -6 7 -8 8 14 11 -12 17 -14 -15 -16 16 -18 -19
leaf_value=0.0014398031825411848 -0.0021596511906036672 -0.0021025578712784983 0.0019687460622196304 -0.0024904320374104201 0.0015751481608805272 0.001669993245078654 0.00033891160109999157 -0.0035425481237075307 -0.0027483350855364978 0.0014286274999352321 0.0015101469543419648 0.0025277461723409436 -0.0018189290812255688 0.0022627552214215954 0.00014703100244730844 0.00081196905889445231 -0.0023016852735786601 -2.465804551420603e-06
leaf_weight=0.0010454415320566559 0.001135224079683513 0.0013179783559111825 0.0010103229238243019 0.0014537642114118348 0.0017985770681032678 0.0012850868657223744 0.001077527192381196 0.0011069823297196199 0.0010365796071027944 0.0012629587809397354 0.001015687246958108 0.0018497438282593093 0.0012016532370853206 0.0012002524885454946 0.001044791588232564 0.0014067248811686656 0.0014848469014010534 0.0010563295603525091
leaf_count=43 421 162 44 735 138 243 193 385 66 239 142 138 349 64 154 67 292 35
internal_value=0 -8.18113e-05 2.73434e-05 -6.78747e-05 7.12052e-05 -8.35147e-05 -0.00128603 0.000120069 -2.56725e-05 0.000202362 -0.00112486 0.000500089 9.00185e-06 0.000419203 -0.00129494 -0.000113403 -0.000786919 0.00160804
internal_weight=0 0.022745 0.0216098 0.0205995 0.0192815 0.0174829 0.00253129 0.0149516 0.0136666 0.0115852 0.00212267 0.00946251 0.00655644 0.00535478 0.00208137 0.00415453 0.00289157 0.00290607
internal_count=3910 3867 3446 3402 3240 3102 928 2174 1931 1711 527 1184 1011 662 220 598 359 173
is_linear=0
shrinkage=0.00473777


Tree=1363
num_leaves=31
num_cat=0
split_feature=31 52 160 2 123 13 13 133 15 484 1374 0 41 2 123 1 15 159 48 150 2 150 403 1 1 47 14 15 132 12
split_gain=0.000868762 0.000764817 0.000569982 0.000521946 0.000832871 0.000640037 0.000901859 0.00058607 0.000629723 0.000552089 0.00057119 0.000743378 0.000516601 0.000826278 0.000533783 0.000817114 0.000757154 0.000540834 0.000497899 0.000620256 0.000409706 0.0004244 0.00040288 0.000357395 0.000571183 0.000324114 0.00033968 0.000445366 0.000323252 0.000360099
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.40446999999999994 0.099015000000000006 0.086020000000000013 -0.52445999999999982 -0.45122499999999993 0.095090000000000022 1.0000000180025095e-35 -0.079734999999999986 -0.094679999999999986 -0.23029999999999998 0.080335000000000018 -0.13811499999999996 0.084845000000000018 0.13084000000000004 -0.11739999999999999 0.09141500000000001 0.12649500000000002 0.091630000000000003 -1.0000000180025095e-35 0.085360000000000005 0.088015000000000024 0.11026000000000001 0.096035000000000023 0.092930000000000013 -0.45687499999999998 -0.093704999999999983 0.083140000000000006 0.098595000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 8 18 -4 -11 -12 13 -13 15 16 -15 20 19 25 -18 22 28 24 -10 26 -8 -28 29 -22
right_child=1 2 3 4 -6 6 7 -9 23 10 11 12 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011341014681835316 -0.0012088959008920612 -0.00091398505910102309 -0.0011478279396024934 -0.00081591399925607614 0.0012050489161337943 0.0014007202143015115 -0.00018007300959714656 -0.00091311261024414644 -1.8060116548536199e-05 -0.0010143330495866651 0.00076300104054777436 0.0011665692862071143 -0.00097868851805823728 -0.0012737598238168914 -0.00090397607624306006 0.00079070819805408376 -0.00084079525826267272 -0.0010513882578063675 -0.000356602491134355 0.0013423523139577916 0.00040096262871176536 -0.00069812299461505321 -0.00061156034517990693 0.00034026859630597022 -0.0013384352453086729 -0.00041688727814843084 0.0011716841269776661 0.00025870181200668646 -0.00045367339704761227 -0.00039543935423559407
leaf_weight=0.0012235220133285365 0.0011114423751580329 0.0013993782495479992 0.0010052052743300113 0.0014041004067735204 0.0014225405267290761 0.0010880998736872973 0.0013155745211292941 0.0010808171952616527 0.0014165185695169677 0.0012499376330055148 0.0020529959844281997 0.0010176276368915006 0.001286240452153641 0.0011174405248701646 0.0015956238396568337 0.0019804303850321494 0.0010886329542927281 0.0010536789456326847 0.0016418222390015566 0.001384626554478352 0.0087509747785705881 0.0013392585305211932 0.0012858428692400512 0.0010851719927131853 0.0011756371628663942 0.0010134035404951725 0.0017735119618338419 0.0025601689678254047 0.0012569927264269873 0.0012755772051979983
leaf_count=113 275 305 309 20 145 25 37 134 83 53 34 85 81 116 36 33 39 111 50 87 899 95 196 36 26 26 125 144 98 94
internal_value=0 -6.07433e-05 -3.366e-05 -6.71451e-06 0.000175912 8.94872e-05 0.000171318 7.87254e-05 0.000158926 -0.000129296 -9.04423e-05 -4.44366e-05 -0.000116358 -6.53901e-05 -0.000125824 -6.0983e-05 -0.000159228 -8.16365e-05 0.000346174 0.000489556 -1.35037e-05 5.12486e-05 0.000131094 -0.00033444 -0.000616898 0.000312329 0.000443141 0.00063233 0.000215724 0.000299644
internal_weight=0 0.0482293 0.0471178 0.0457185 0.018362 0.0169395 0.0155354 0.0144473 0.0133664 0.0273565 0.0263513 0.0251013 0.0230483 0.0217621 0.0207445 0.0191488 0.0171684 0.016051 0.00968911 0.00804729 0.0149973 0.0139086 0.0125694 0.00367733 0.00259216 0.00666266 0.00564926 0.00433368 0.0112835 0.0100266
internal_count=3910 3797 3522 3217 938 793 773 748 614 2279 1970 1917 1883 1802 1717 1681 1648 1532 469 419 1421 1382 1287 145 109 332 306 269 1091 993
is_linear=0
shrinkage=0.00140032


Tree=1364
num_leaves=31
num_cat=0
split_feature=31 52 151 2 151 4 1 129 484 39 43 51 42 1374 52 52 2 13 159 0 0 1 1 16 16 4 2 47 15 160
split_gain=0.00087116 0.000741937 0.000587955 0.000703174 0.000723731 0.000654632 0.00073362 0.000599671 0.000582151 0.000584458 0.000580889 0.000577638 0.000530153 0.000564626 0.000495694 0.000738514 0.000542601 0.000642361 0.000580214 0.000658051 0.000661451 0.000902278 0.000622552 0.000520228 0.000441185 0.000417786 0.000388857 0.000356307 0.00046337 0.000431633
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.40391999999999995 0.10910500000000002 -0.084874999999999992 -0.39075499999999991 0.084795000000000023 0.087190000000000017 -0.067754999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12342500000000002 0.10138000000000001 -0.094679999999999986 0.10599500000000002 0.40565000000000007 0.097360000000000016 -0.0101 0.09141500000000001 -0.071924999999999989 -0.10575999999999998 0.090475000000000014 1.0000000180025095e-35 0.10994000000000002 -0.083564999999999987 -0.0031049999999999997 0.086915000000000006 0.084155000000000021 -0.0039399999999999991 -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 7 -5 -6 -7 8 -4 -10 -8 27 13 -11 16 -16 18 -18 19 20 22 24 -15 -21 -22 -24 -26 28 29 -12
right_child=1 2 3 4 5 6 10 -9 9 12 11 -13 -14 14 15 -17 17 -19 -20 23 21 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0012301627107513086 -0.0012732063525361422 -0.00094663071512851029 -0.0011505849893690963 0.0014349316479778898 0.0011304673141491531 -0.00092428365500511246 0.0011425748442712251 -0.0011842552289134665 -0.0010864315104580197 -0.00095617441809464903 0.00023167770831524634 -0.00070918541305180129 -0.00084489379580604464 -0.00063021356682962102 -0.0011132726906958922 0.00037063110336203015 0.0012221599367768499 -9.5127304627671394e-05 -0.00091353474685331782 0.0014645861815091869 0.00043868266433207283 -0.0013507304349904257 -2.8562070164125756e-05 0.00031870944940900234 -0.0009506774313304434 0.00090705678157258177 0.00012351449303212052 -0.00039526214711520978 -0.00021445086311759238 0.0014862720140315241
leaf_weight=0.0012186706444665676 0.0010574525586301 0.0014414053099001114 0.0010441390645690154 0.0011711262721370028 0.0014540436125116693 0.0014210817632769324 0.0013020099026888072 0.0010888888695419477 0.0010918825187591344 0.0011262493492978356 0.0011121071425783686 0.0016336536587004957 0.0014710965413758928 0.0011224266386333677 0.0016480869776666065 0.0013451053589985662 0.002205649689226874 0.0012988658360986163 0.0011778823705526067 0.0012999848078609861 0.0024178475375909343 0.0014570815092600498 0.0015696328012904104 0.0026758707820988548 0.0014946921422502972 0.003207807578825328 0.0014820995666178227 0.0011825928550805997 0.0011951171163762063 0.0013295224670004657
leaf_count=113 275 84 373 44 19 220 149 209 34 43 41 43 267 37 207 183 67 98 119 66 344 120 58 50 238 63 188 29 40 89
internal_value=0 -4.33306e-05 -1.34112e-05 1.85959e-05 0.000326218 0.000204071 5.72741e-05 -0.000101513 -6.10489e-05 -2.05528e-05 0.000237142 5.4454e-05 2.25508e-05 7.25364e-05 0.000120013 -0.000446424 0.000199204 0.000733939 9.45432e-05 0.000165528 9.4869e-07 -0.000313113 0.00036568 0.000693377 -3.28551e-05 0.000599658 -0.000415854 0.000313311 0.000543725 0.000914833
internal_weight=0 0.0445254 0.043468 0.0420265 0.0118013 0.0106301 0.00917608 0.0302253 0.0291364 0.0280923 0.007755 0.00645299 0.0270004 0.0255293 0.024403 0.00299319 0.0214098 0.00350452 0.0179053 0.0167274 0.0127516 0.00685172 0.00589987 0.00397586 0.00539464 0.00477744 0.00297679 0.00481934 0.00363675 0.00244163
internal_count=3910 3797 3522 3438 674 630 611 2764 2555 2182 391 242 2148 1881 1838 390 1448 165 1283 1164 1048 890 158 116 770 121 426 199 170 130
is_linear=0
shrinkage=0.00148603


Tree=1365
num_leaves=19
num_cat=0
split_feature=43 40 42 123 133 3 0 4 12 47 14 3 49 3 1 2 4 15
split_gain=0.000102256 0.000185001 0.00019663 0.000185972 0.000236805 0.000206798 0.000309227 0.000220634 0.000212651 0.0001877 0.0001535 0.000162147 0.000246526 0.000177648 0.000219558 0.000122781 0.000104347 8.88442e-05
threshold=0.19761500000000001 -0.083709999999999993 -0.10770999999999999 0.08406000000000001 0.093845000000000026 -0.10315499999999998 -0.053834999999999994 0.22584000000000001 0.083325000000000024 0.09252500000000001 -0.13131999999999996 -0.078884999999999997 -0.07107999999999999 0.12046500000000002 0.095575000000000007 0.086875000000000022 -1.0000000180025095e-35 -0.10071499999999999
decision_type=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 9 8 -4 10 -7 15 -13 14 16 -12 -14 -11
right_child=-2 2 3 -5 -6 6 -8 -9 -10 17 11 12 13 -15 -16 -17 -18 -19
leaf_value=0.0019988165006678575 -0.0014294625908625278 -0.0020044676757193618 0.002068325640445021 0.0021091510596606411 -0.0021094332465167406 -0.0013595725462120661 -0.0023787283580921511 0.002744591971134692 -0.00068823855736365835 -0.0023135582458553667 -0.0015477380081067339 -0.00094381143176879858 0.0019354339592627925 -0.00022092717070038156 0.0035856390294840882 0.00068027325449180817 5.9331441806105275e-05 -0.00028999085888105244
leaf_weight=0.0011326848017484117 0.0011830198031036734 0.0011763410020033385 0.001064856265308829 0.0010298607078501462 0.0012569842691953206 0.0011631051971807702 0.0014064931335286768 0.001302201478469045 0.0018811402955124512 0.0010351902174824401 0.001347388024392983 0.0013701928693059529 0.0016981056934831651 0.0012735093450080281 0.001278023574260434 0.0010848031021573057 0.0012509249047832896 0.0010741661873470152
leaf_count=164 252 208 84 189 585 56 219 93 185 114 593 74 197 82 100 479 115 121
internal_value=0 5.67936e-05 -4.46064e-05 6.77624e-05 -4.01217e-05 0.000102559 -0.000186823 0.00105499 0.000308146 5.83303e-05 0.000328682 0.000539756 0.000926938 0.00139294 0.00187916 -0.000554003 0.00113963 -0.00128308
internal_weight=0 0.022826 0.0216933 0.0205169 0.0194871 0.0182301 0.0139819 0.0042482 0.002946 0.0125754 0.0104661 0.00930295 0.00687076 0.00550056 0.00422705 0.00243219 0.00294903 0.00210936
internal_count=3910 3658 3494 3286 3097 2512 2150 362 269 1931 1696 1640 568 494 412 1072 312 235
is_linear=0
shrinkage=0.00492917


Tree=1366
num_leaves=18
num_cat=0
split_feature=1 12 43 131 16 16 16 2 133 42 4 2 2 4 151 13 15
split_gain=9.97471e-05 0.000212556 0.000161807 0.000215077 0.000152932 0.000131489 0.000235411 0.000190981 0.000142517 0.000193698 0.00021372 0.0002142 0.000351955 0.000144132 0.000168058 0.000121548 9.84388e-05
threshold=0.12730000000000002 0.11655500000000001 -0.15648499999999999 0.092255000000000018 -0.062279999999999995 0.081265000000000018 0.011450000000000002 0.099015000000000006 -0.090054999999999982 0.085330000000000003 -0.083329999999999987 0.113945 0.097940000000000013 0.0057500000000000008 -0.0074049999999999993 0.17936000000000002 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 5 -2 6 8 -7 -4 10 -10 12 13 14 -12 -1 -15
right_child=4 -3 3 -5 -6 7 -8 -9 9 -11 11 -13 -14 16 -16 -17 -18
leaf_value=0.0020159014768418746 0.0021075776026365529 -0.0021332262751138599 -0.0015593732672696116 -0.002196493713861034 -2.1249225174218599e-05 -0.0025146914951735678 0.0020387104504876008 -3.4185866084669564e-05 0.0019071453738385659 -0.0012346800242888044 7.2341322562286008e-05 -0.0015142243963617188 0.0024994811544664804 -0.00024467859969303212 -0.0022374200087698169 -3.6860042400013421e-05 0.001739195188699105
leaf_weight=0.0013181951734559929 0.0011063476148807649 0.001039170029963509 0.0011752838521260295 0.0010260358084146068 0.0019042798157314902 0.0010214277229682869 0.0012294288988406463 0.0017403540805314144 0.0015738318305548987 0.0018523162539295099 0.0016859393829966336 0.0014452482061584893 0.0013387520615585347 0.0010173405345981767 0.0010664484123501933 0.0010950770107884256 0.0010581087158096913
leaf_count=95 209 138 392 350 136 227 150 263 185 779 206 106 127 69 285 132 61
internal_value=0 -0.00012611 -1.99326e-05 -0.000174605 0.000761054 -4.65833e-05 0.000139348 -0.000951585 -5.18482e-05 0.000108667 0.000379557 6.37115e-05 0.000433528 -0.000139357 -0.000822606 0.00108441 0.000766743
internal_weight=0 0.020683 0.0196438 0.0172305 0.00301063 0.0162045 0.0134427 0.00276178 0.0122133 0.011038 0.00918567 0.00761184 0.00616659 0.00482784 0.00275239 0.00241327 0.00207545
internal_count=3910 3565 3427 3200 345 2850 2360 490 2210 1818 1039 854 748 621 491 227 130
is_linear=0
shrinkage=0.00455379


Tree=1367
num_leaves=31
num_cat=0
split_feature=1429 31 160 15 1348 14 1374 484 11 3 1213 50 474 156 13 13 403 51 0 1 12 1 43 42 2 13 2 133 47 42
split_gain=0.000796503 0.000688751 0.00055911 0.000499815 0.000921581 0.0010536 0.00056388 0.000622228 0.000497641 0.000566745 0.000624747 0.000461257 0.000448415 0.000539939 0.000452708 0.000747441 0.000513992 0.000444602 0.00036987 0.000366953 0.00065958 0.000548712 0.000542071 0.000449263 0.000453292 0.00038366 0.000381088 0.000360415 0.000302165 0.000306832
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -0.24219999999999997 0.090050000000000005 0.077685000000000018 0.090240000000000015 -0.0043499999999999988 0.087830000000000005 -0.15002999999999997 -0.081334999999999977 0.10030500000000002 0.084880000000000011 0.082150000000000015 -0.5337599999999999 -0.45122499999999993 -1.0000000180025095e-35 0.10589500000000002 0.37339500000000009 0.10871500000000002 0.10129000000000001 0.090905000000000014 -0.049504999999999987 -0.089744999999999978 0.08400500000000001 0.0015650000000000002 0.086915000000000006 0.089845000000000022 0.13206500000000002 0.096490000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 18 -11 12 13 14 -12 -16 -17 -4 -9 20 21 23 -23 -18 -25 26 -26 -28 29 -21
right_child=1 2 3 4 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 19 -19 -20 28 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0010833959097739604 0.0010791314174494883 -0.00085639254417526299 0.00086562447112024704 -0.00077306217560944661 0.0011827626157488971 -0.0013125665475066225 -0.001010059395056929 0.0010435984143533378 -0.00073939040764714838 -0.00098331784675732272 -0.00085051712416178238 0.00083522579529381755 0.00069954131145071085 -0.00088734689852403633 0.00092068460469324118 -0.00085924553331251071 -0.00066646237715137484 -0.00018710655372583743 1.5083959617422384e-05 0.00030679898427592216 -0.0010894551485587422 0.00030397907529326436 -0.00091273821729726077 -0.00057231140057488396 -0.00048219942202007963 0.0008690924455996207 0.00056043052616451484 -0.00028410759022795258 -0.00020814760505330777 0.0011497529014900991
leaf_weight=0.0012544542306012199 0.0010540548441301803 0.0014076265916928557 0.0021649353342467195 0.0018021388401116547 0.0010914410628117812 0.0012003195345045006 0.0010355645153534701 0.0017060028703958985 0.0014262286660411396 0.0010851633298560861 0.001036155483006943 0.0013166079000883615 0.0016500222017410407 0.001249308375300128 0.0016900813430069583 0.0012148996451159791 0.0010838760945680601 0.0010940117925031245 0.0010074512267124192 0.0034594898560591494 0.0010724304494857404 0.0010006055802489477 0.0019679296063070959 0.0010759527525854512 0.0012215042775274298 0.0020025111501080772 0.0037900693243444472 0.0012069211810290525 0.0014583317578384936 0.0010108129350339112
leaf_count=181 111 290 235 507 48 99 55 71 64 326 9 121 141 167 23 541 78 23 9 102 91 94 84 91 59 30 149 60 20 31
internal_value=0 4.07704e-06 -2.19558e-05 5.93013e-06 -3.65279e-05 -7.17615e-05 -3.10352e-05 -2.50397e-06 3.86628e-05 7.30118e-05 1.903e-05 5.71853e-05 1.95119e-05 -2.44202e-05 1.99599e-05 5.87444e-05 -8.80615e-06 0.000512228 0.000661732 4.19642e-05 -7.39169e-05 7.667e-06 -0.000502619 0.00015359 0.000249195 0.000356712 0.000191713 0.00035645 0.000323853 0.000497405
internal_weight=0 0.0445824 0.0435284 0.0421208 0.0388618 0.0377704 0.0365701 0.0355345 0.0337324 0.0323061 0.0295927 0.0285075 0.0271909 0.0255409 0.0242916 0.0232554 0.0215653 0.00325895 0.00271345 0.0203504 0.0144218 0.0133494 0.00296854 0.0103808 0.00929696 0.00822101 0.00621849 0.00499699 0.00592863 0.0044703
internal_count=3910 3729 3618 3328 3070 3022 2923 2868 2361 2297 2217 1891 1770 1629 1462 1453 1430 258 80 889 736 645 178 467 389 298 268 209 153 133
is_linear=0
shrinkage=0.00134594


Tree=1368
num_leaves=31
num_cat=0
split_feature=156 151 1429 4 133 31 151 1456 1213 133 1374 124 160 49 403 159 13 1 2 3 2 16 403 130 2 43 43 2 13 0
split_gain=0.00103345 0.00105031 0.000739173 0.00117997 0.00086464 0.000651584 0.00060167 0.000661956 0.000652554 0.000686365 0.000618865 0.000616336 0.000617674 0.000613871 0.000726535 0.000597884 0.000470347 0.000841962 0.000563227 0.000530055 0.000870001 0.000507383 0.00045872 0.000469373 0.000409011 0.000490857 0.000635187 0.000489602 0.000347975 0.000498723
threshold=-1.0000000180025095e-35 -0.52174999999999983 -1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 -1.0000000180025095e-35 -0.11319999999999998 -1.0000000180025095e-35 -0.081334999999999977 -0.17468499999999998 0.089520000000000016 -0.089794999999999986 -0.091109999999999983 0.10581000000000002 0.088015000000000024 -0.034019999999999988 -0.010384999999999998 0.10786000000000001 0.11339500000000001 0.12046500000000002 0.10946500000000002 -0.0072149999999999992 0.03138500000000001 -0.0015749999999999998 0.097360000000000016 -0.083899999999999988 0.070805000000000021 0.10393500000000001 0.076210000000000014 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -11 15 14 16 -13 17 18 24 20 22 -22 23 -18 25 -14 -27 -26 29 -25
right_child=1 2 3 -5 5 6 7 8 9 10 -12 12 13 -15 -16 -17 19 -19 -20 -21 21 -23 -24 28 27 26 -28 -29 -30 -31
leaf_value=-0.0014283845758293243 -0.0013931552695728882 -0.0010865189231136487 -0.001251705434334102 0.0013995404818636788 0.0011343661464254871 0.00070494224848114339 -0.001008031986694313 -0.00103708893670357 0.0011005061561666462 -0.00098786363534330624 -0.0010579954647273373 -0.0014284437853449568 0.00053288402032195057 0.00093319641034801518 -0.0010957717642269258 -8.5059407291456868e-05 -0.0010866521126919916 0.0009795134054471741 -0.00085042867259830254 -0.00091982842816043324 1.7741110344328908e-05 0.0011846543539060109 0.0006987236080932196 0.00025104993258676062 0.0011262498737264867 -0.00083632486164464685 0.00039040657723387256 6.4383704117410289e-05 0.00021993855452789616 -0.00060843223806833014
leaf_weight=0.0010565605204306818 0.0010818701349588613 0.0011816007445460954 0.0010663842803694248 0.0012994537262364094 0.0011019294306926488 0.0024889133667578269 0.0013335634655163844 0.0011691334292141522 0.0012196426062471835 0.0011471865230103786 0.0010717293592978896 0.0010275974247745401 0.0022243384448434895 0.0018412207818403461 0.0010289329840675867 0.0019747024141271155 0.0011510185230019241 0.0030796885188059129 0.001073652367709955 0.0012751279498708348 0.0012837104300889024 0.0018639434507718997 0.0012226162278352612 0.0020394243711869837 0.0018699730238234125 0.0020592776344419122 0.0014799706885662012 0.0016832212880792952 0.0037606450365279542 0.0042425930076534762
leaf_count=197 65 148 224 205 68 110 296 334 26 43 55 148 150 114 100 134 99 149 53 22 64 57 27 40 42 467 30 46 101 296
internal_value=0 -1.0194e-06 2.95546e-05 5.69831e-05 1.96897e-05 4.93481e-05 2.25477e-05 -1.77729e-05 1.46026e-05 4.56364e-05 1.21326e-05 4.28565e-05 7.55369e-05 0.000131675 8.45826e-05 -0.00054486 0.000124653 0.000323593 0.000129181 -3.44855e-05 3.80492e-05 0.000708751 -0.00013198 -0.000222713 0.000242069 7.09274e-06 -0.000323355 0.000623222 -0.000123695 -0.000329406
internal_weight=0 0.0503431 0.0492612 0.0480796 0.0467801 0.0457138 0.0446118 0.0421229 0.0407893 0.0396202 0.0384006 0.0373288 0.0361817 0.0331794 0.0313381 0.0030023 0.0303092 0.0134701 0.0103904 0.0168391 0.015564 0.00314765 0.0124163 0.0111937 0.00931678 0.00576359 0.00353925 0.00355319 0.0100427 0.00628202
internal_count=3910 3713 3648 3500 3295 3071 3003 2893 2597 2263 2237 2182 2139 1857 1743 282 1643 937 788 706 684 121 563 536 735 647 497 88 437 336
is_linear=0
shrinkage=0.00142833


Tree=1369
num_leaves=31
num_cat=0
split_feature=52 453 31 150 1456 4 160 11 47 13 15 2 403 42 43 131 42 12 147 4 43 15 16 150 4 447 16 1 16 43
split_gain=0.000876758 0.000832877 0.000991756 0.000456309 0.000634686 0.000444242 0.000585476 0.000632027 0.000500344 0.000562933 0.000541541 0.000561993 0.000535359 0.00045626 0.000472502 0.00064943 0.000447012 0.000404167 0.000384353 0.000406169 0.00045758 0.000591279 0.000534988 0.00046204 0.000649621 0.000349214 0.000294545 0.000603672 0.000235283 0.000213188
threshold=-0.51745999999999992 0.096095000000000014 -1.0000000180025095e-35 -0.096549999999999983 -1.0000000180025095e-35 0.27020000000000005 -0.217635 0.077330000000000024 0.10783500000000001 -0.057284999999999996 -0.095799999999999982 0.094825000000000007 0.088015000000000024 -0.09602999999999999 -0.17307499999999998 0.089785000000000018 -0.085679999999999992 0.094795000000000004 0.085530000000000009 -0.49837999999999999 0.15364000000000003 0.085285000000000014 -0.19424999999999998 0.086025000000000018 0.0066400000000000009 0.086695000000000008 -0.54165499999999989 0.11215000000000001 -0.077034999999999978 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 2 -2 -4 -5 6 -6 8 10 -10 11 -8 13 -12 17 18 -11 -15 19 -16 21 22 -21 29 -25 -20 -7 -28 -29 -24
right_child=1 -3 3 4 5 26 7 -9 9 16 12 -13 -14 14 15 -17 -18 -19 25 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.001290970874804906 0.001457151866690724 -0.0012139540304559836 0.00065477155838022721 -0.0010132703779589867 -0.00091745852822852484 0.0010835574875634724 -0.0011571267757677633 -0.0010214051429208917 0.0012509298560681422 0.00064530117075906502 -0.00075659725999533312 5.2636075223367922e-05 -0.00071212777768221019 0.0013922511806010521 -0.00060366172068817994 -0.00098669539322190285 -0.00060083172035353466 0.00012393896668060162 -0.001042574729488612 -0.00050136756961108005 0.0011616764789539717 -0.00051928272918697039 0.0005498111809148342 -0.00088226828294383586 0.00070481055216179106 0.00015521908525841774 -0.00036736108807686966 0.0011681979842024454 0.0002587522453409226 0.0012010431316199428
leaf_weight=0.0011473573565926589 0.0010121405465047242 0.0011695793292716408 0.0021292333551641276 0.0013662422246107911 0.0016316746576119914 0.0010299944627414348 0.001785423463122905 0.0012885674786993198 0.0013919559531396786 0.0013783877705861869 0.0012555388166809447 0.0014996434444872198 0.0019030060617136737 0.0011333062834424324 0.001143315132992471 0.0011525295896719348 0.0010974992484449322 0.0010072718953342275 0.0010315938822351703 0.0013331372402731649 0.0011939590112628471 0.0019452779872041201 0.0051895856190644941 0.001096035257512451 0.0010936306113222827 0.0010349450371620605 0.0020271399725970687 0.0012007197958420202 0.0012145497426794272 0.0013430875743836168
leaf_count=275 112 36 56 334 287 69 162 94 60 16 139 90 239 21 45 209 43 46 35 35 104 459 404 142 15 38 70 171 70 34
internal_value=0 -9.47351e-07 3.21155e-05 -2.31006e-06 -3.74911e-05 -2.77523e-06 -6.66543e-05 -2.22985e-05 2.06023e-05 0.000509664 -5.17589e-05 -0.000604866 2.77378e-05 9.49336e-05 0.000149211 7.04225e-05 9.29214e-05 0.000795433 0.000144692 0.000229354 0.000301534 0.000215958 0.000358194 0.000489571 -8.96003e-05 -0.000442707 0.000381608 0.000218857 0.000710871 0.000683701
internal_weight=0 0.044079 0.0429094 0.0418973 0.039768 0.0384018 0.0329294 0.0312977 0.0300091 0.00386784 0.0261413 0.00328507 0.0228562 0.0209532 0.0196977 0.0175571 0.00247589 0.00214058 0.0164046 0.014338 0.0131947 0.0120008 0.0100555 0.00872234 0.00218967 0.00206654 0.0054724 0.00444241 0.00241527 0.00653267
internal_count=3910 3635 3599 3487 3431 3097 2717 2430 2336 119 2217 252 1965 1726 1587 1520 59 67 1311 1238 1193 1089 630 595 157 73 380 311 241 438
is_linear=0
shrinkage=0.00145689


Tree=1370
num_leaves=17
num_cat=0
split_feature=124 12 156 484 43 42 160 457 15 13 52 13 4 13 4 160
split_gain=0.00010625 0.000221165 0.000140115 0.000144814 0.000170843 0.000203123 0.000323653 0.000171293 0.000181429 0.000310306 0.000288326 0.00024912 0.000211255 0.000164122 0.000146657 0.000125391
threshold=0.08919500000000001 0.11655500000000001 0.091280000000000014 -0.0043499999999999988 -0.15648499999999999 -1.0000000180025095e-35 -0.092169999999999988 -0.0034949999999999994 1.0000000180025095e-35 -0.079119999999999982 -0.081429999999999989 -0.071149999999999977 -0.00072999999999999985 0.16421000000000002 0.25367000000000006 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 -6 -7 -8 10 -10 11 -9 -12 -5 15 -14
right_child=-2 -3 -4 4 5 6 7 8 9 -11 12 -13 14 -15 -16 -17
leaf_value=-0.0012465342260978504 0.0012380342975039898 -0.0020506027924854396 -0.0014188859080553513 0.0025129617600531534 -0.0013141256946799602 -0.0016960502024634761 -0.0011167783700119817 0.00068745784456521631 0.00078883708338861342 -0.0021741293618786923 0.0016204492159470651 0.0033030192157896556 -0.0016412242187016713 0.00019426391705823913 0.00087234011739889625 0.0003713162327316257
leaf_weight=0.0014756851491136277 0.0012766650108648738 0.0010872480350388727 0.0012837915970067828 0.0011719689411928682 0.0019403672771871805 0.0015677522251295742 0.0012598214896755175 0.0013590769575691497 0.0018503380159630156 0.0011376562916548547 0.0018798669994655156 0.0015577033640952172 0.0015538202432721134 0.0012654070053062516 0.001619632415902697 0.0010235082021248232
leaf_count=553 76 180 330 77 746 364 134 161 293 234 143 130 116 116 219 38
internal_value=0 -8.51287e-05 1.22429e-05 0.000101161 0.000204813 4.41086e-05 0.000222071 0.000449172 0.000613825 -0.00033929 0.000930484 0.0020843 0.000376673 0.00130917 -0.000180429 -0.000842005
internal_weight=0 0.0230336 0.0219464 0.0206626 0.0191869 0.0167495 0.0148092 0.0132414 0.0119816 0.00298799 0.00899361 0.00291678 0.00607683 0.00243738 0.00419696 0.00257733
internal_count=3910 3834 3654 3324 2771 2578 1832 1468 1334 527 807 291 516 193 373 154
is_linear=0
shrinkage=0.0044645


Tree=1371
num_leaves=31
num_cat=0
split_feature=31 52 133 453 1348 14 133 401 376 123 484 1374 150 159 1374 1 121 0 0 41 3 52 13 4 13 2 2 0 0 3
split_gain=0.000921703 0.000804268 0.00076844 0.0005757 0.00065557 0.000905105 0.000566298 0.000647049 0.000641144 0.000819469 0.000703713 0.000669693 0.000626019 0.000690552 0.000594661 0.0007681 0.000660081 0.000524785 0.000639581 0.000483816 0.000667521 0.000724816 0.000827187 0.000673611 0.000541701 0.00047877 0.000344305 0.000332063 0.000685131 0.000369919
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.099145000000000011 0.088030000000000011 0.077685000000000018 -0.15498499999999996 0.087020000000000014 0.11605500000000001 0.083745000000000014 -0.0043499999999999988 0.09309000000000002 -0.099594999999999975 -0.034019999999999988 -0.094679999999999986 0.13562500000000002 -1.0000000180025095e-35 -0.23029999999999998 -0.18087499999999998 0.080335000000000018 -0.12008499999999998 0.11588000000000002 -0.23438999999999996 -0.23071499999999998 0.15641500000000003 0.097940000000000013 0.099990000000000009 -0.10575999999999998 -0.089879999999999974 -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 -3 4 5 6 -4 8 9 10 25 12 -12 -14 -15 16 -16 -18 -19 20 24 22 26 -24 -20 -8 -22 -25 -29 -30
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 14 15 -17 17 18 19 -21 21 -23 23 27 -26 -27 -28 28 29 -31
leaf_value=0.0011754964545001531 -0.0012081904642671864 -0.0011936623390626563 0.00083614049763113625 -0.0010241653493310732 0.0010723573750060704 -0.0011558084602310405 -0.0013729389865205449 -0.0010714133409085696 -0.00098332496162222807 0.00088601730713777302 0.00093973398857228447 -0.0010265367000086118 -0.0008450780033381495 -0.00071131894359568917 -0.00099174114023871797 0.0011197573025950982 0.00082292836697305666 -0.0007074902485220009 0.00099408044028339616 -0.00066819052157927254 0.0002406665072178378 -0.00093056849782196475 -0.00092227118960611196 0.00049007039616605634 -1.4831283714867933e-05 -0.00015969793415782823 0.0012668660504411425 -0.00092099611410847233 -0.00054872805758760836 0.00031915642131616524
leaf_weight=0.0011795780861230667 0.0011094548564616327 0.0010373226560474727 0.0015895953582880642 0.0010085766930743026 0.0010980182889639414 0.0012441249105641363 0.0010958067625530523 0.0010337377368706815 0.0011448795742787779 0.0021335867318688076 0.001581391602059056 0.0010311785726644365 0.0015299360565095279 0.0016056096910297404 0.0010140695621601017 0.0014527909347917803 0.0019454040940871517 0.001791147162123234 0.0030459437352998537 0.0012920548331667439 0.0010247706617576508 0.0012688712177509878 0.0013291147332150461 0.0031267672840016129 0.0014954592834897085 0.0013914857384869084 0.0015456463668286347 0.0013673254148848617 0.0011412433824058259 0.0048993161759254989
leaf_count=113 275 229 72 30 51 106 393 245 28 175 23 51 215 59 29 98 43 34 70 58 18 156 54 88 35 114 37 135 210 666
internal_value=0 -5.30723e-05 -2.53721e-05 1.42318e-06 2.48153e-05 -1.85874e-06 3.24239e-05 7.12221e-07 2.89463e-05 5.93573e-05 1.03306e-05 6.26594e-05 9.7264e-05 5.4114e-05 0.000100994 0.000148011 9.43062e-05 0.000137883 8.07541e-05 0.000146311 0.000198294 6.42314e-05 0.000151682 -1.29416e-06 0.000661851 -0.000694206 0.000857742 0.000114902 -4.34517e-05 0.000155187
internal_weight=0 0.0473746 0.0462652 0.0452279 0.0442193 0.0431213 0.0418771 0.0402875 0.0392538 0.0381089 0.0359753 0.033488 0.0324569 0.0308755 0.0293455 0.0277399 0.0262871 0.0252731 0.0233277 0.0215365 0.0202445 0.0157031 0.0144342 0.0118638 0.0045414 0.00248729 0.00257042 0.0105347 0.00740788 0.00604056
internal_count=3910 3797 3522 3293 3263 3212 3106 3034 2789 2761 2586 2079 2028 2005 1790 1731 1633 1604 1561 1527 1469 1364 1208 1153 105 507 55 1099 1011 876
is_linear=0
shrinkage=0.00137286


Tree=1372
num_leaves=20
num_cat=0
split_feature=51 1 47 39 123 50 159 52 151 13 4 0 4 4 15 52 3 47 13
split_gain=0.000122375 0.000237547 0.000262179 0.000167962 0.000231781 0.000221181 0.000177138 0.000377158 0.000240509 0.000211895 0.000279818 0.000294643 0.000193947 0.000200927 0.00017011 0.000174403 0.000143254 0.000127672 2.757e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11939500000000002 -1.0000000180025095e-35 0.083745000000000014 0.083475000000000008 -0.026594999999999997 0.11401500000000002 -0.090394999999999989 -0.083514999999999992 -0.23071499999999998 -0.070894999999999986 -0.080324999999999994 0.15927500000000003 0.035895000000000003 -0.0066199999999999991 0.090325000000000003 0.087850000000000025 -0.017604999999999999
decision_type=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 12 -11 14 -10 -14 15 16 -12 -17 -7
right_child=1 -3 -4 4 -6 18 7 -9 9 10 11 -13 13 -15 -16 17 -18 -19 -20
leaf_value=-0.001489893902882355 -0.0017305029677035567 0.0019204370708466598 -0.0023334380804596148 0.0019571961005075376 0.0020537032321905598 -0.00087133510617069495 -0.0017867347313935092 -0.0024006308462641611 0.0030730192622183284 -0.001891133893296698 -0.0016072756779099136 0.0020289644413155053 -0.00042529466273264356 0.0020424664875993755 -0.0013034360319757758 0.0024960771994154501 0.00055171819734207614 0.00025494400708930045 -0.0019371957380515013
leaf_weight=0.0011132968286799985 0.0010425073789712682 0.0013351113607348994 0.0010020811259512366 0.0010993132766921867 0.0012367336372564311 0.0010002543006010778 0.0010888237662781694 0.0011873999853393444 0.0010003898212526952 0.0012933983049689913 0.0011543779481248961 0.0017764703633326292 0.0014599484540071496 0.0012876286428705752 0.0016965119377611027 0.001031094350846533 0.001422811513407396 0.0010784318242218968 0.0010128137864629507
leaf_count=145 65 157 100 245 230 431 171 214 153 169 215 241 302 83 510 150 35 63 231
internal_value=0 5.56815e-05 -5.81523e-05 5.11022e-05 0.000144782 1.77854e-05 0.000190884 6.54267e-05 0.000270341 0.000440008 7.67293e-05 0.000388656 0.00135627 0.000731201 -6.7846e-05 0.000379417 -0.000415341 0.00135037 -0.00140759
internal_weight=0 0.0232061 0.021871 0.0208689 0.0198264 0.0185897 0.0165766 0.0154773 0.0142899 0.0132011 0.0094531 0.0081597 0.00374797 0.00274758 0.00638323 0.00468672 0.00257719 0.00210953 0.00201307
internal_count=3910 3765 3608 3508 3443 3213 2551 2306 2092 1921 1383 1214 538 385 973 463 250 213 662
is_linear=0
shrinkage=0.00455379


Tree=1373
num_leaves=20
num_cat=0
split_feature=52 376 151 1 12 42 2 132 457 150 11 3 51 3 151 1 0 15 42
split_gain=0.000106363 0.000170355 0.000175335 0.000225115 0.000256206 0.000277451 0.000314963 0.000196028 0.000178009 0.000193931 0.000144943 0.000142164 0.00011604 0.000110616 0.000103756 9.0339e-05 0.000108979 7.09111e-05 5.16442e-05
threshold=-0.27466499999999994 0.088415000000000007 0.087190000000000017 1.0000000180025095e-35 0.096055000000000015 -1.0000000180025095e-35 0.091525000000000009 0.080815000000000012 -0.0034949999999999994 0.083205000000000015 0.079700000000000007 -0.075404999999999986 -0.070454999999999976 0.099570000000000006 -0.056409999999999995 0.10444500000000001 -0.17106499999999999 0.024640000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 5 -2 -7 8 -5 10 11 17 -13 -1 -11 -14 -17 -10 -8
right_child=1 -3 -4 7 -6 6 18 -9 9 14 -12 12 15 -15 -16 16 -18 -19 -20
leaf_value=-0.0018488853772746332 -0.0023909567843134797 0.0019354214268810321 0.0018674743293346948 -0.0015716312707020211 -0.0029071572390208726 -0.0012258558309070332 0.0021729966675278129 0.0020906575996787404 0.0019662769610007983 0.0025608046407550014 -0.0016048608182655459 -0.0016457747698589659 -0.00070365513999268224 0.00018530980387331539 0.00050960852681773174 -0.00058273247684694353 0.0013178855057810611 0.00028390981149710486 0.00070121064988143997
leaf_weight=0.0013113439472435809 0.0011636615945056069 0.0010258966525526205 0.0010262711840754437 0.0012864055350008128 0.0010699467452475533 0.0017929760211550239 0.0010290800866443739 0.0011230486773980983 0.0011674021900969249 0.0010421960454074508 0.0011251911513324719 0.0010001938670832792 0.0018319076645589797 0.0010295458264673041 0.0010869028232614051 0.0010264192626322803 0.0017789799238422917 0.0010066078929024114 0.0010284140622993931
leaf_count=380 506 76 115 92 370 631 32 173 147 169 96 113 185 45 41 46 223 275 195
internal_value=0 8.8115e-05 -3.94666e-06 -0.000102139 -0.000843739 -0.000403434 0.000197221 0.000232693 6.37688e-05 0.000253885 -4.62491e-05 0.000178258 -0.000210867 -0.000954227 0.00151367 9.86203e-05 0.000622501 0.00118731 0.00143734
internal_weight=0 0.0216115 0.0205856 0.0195593 0.00608408 0.00501413 0.00385047 0.0134753 0.0123522 0.0110658 0.0089367 0.00781151 0.0056375 0.00234089 0.0021291 0.00463731 0.0028054 0.00217401 0.00205749
internal_count=3910 3485 3409 3294 1734 1364 858 1560 1387 1295 1085 989 567 425 210 454 269 422 227
is_linear=0
shrinkage=0.00464487


Tree=1374
num_leaves=20
num_cat=0
split_feature=15 0 11 484 3 16 0 3 48 4 1 43 0 151 2 1375 133 2 0
split_gain=0.00010626 0.000180232 0.000140249 0.000158249 0.000201324 0.000201338 0.000217776 0.00025418 0.000247638 0.000247041 0.000296789 0.00028331 0.000279925 0.000205115 0.000212202 0.000206105 0.000192709 0.000120606 1.24299e-05
threshold=-0.24219999999999997 -0.14867499999999997 0.08184000000000001 -0.0043499999999999988 -0.12008499999999998 -0.30307999999999996 -0.10575999999999998 -0.089974999999999986 0.092930000000000013 -0.077679999999999985 0.095575000000000007 -0.079109999999999986 -0.083284999999999984 -0.051109999999999996 0.083795000000000022 -0.012944999999999998 0.084760000000000016 0.106285 -0.14733499999999997
decision_type=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 17 18 13 -8 9 12 -11 -12 -9 -7 -15 -16 -14 -5 -6
right_child=2 -3 -4 4 5 6 7 8 -10 10 11 -13 16 14 15 -17 -18 -19 -20
leaf_value=-0.00042404055223668665 -0.002027666202473348 0.0027533067360432828 -0.0018976699275752361 0.00053124089018278305 -0.0021101294986154446 0.0029494462036750197 -0.0028041293283242192 0.0030509394871005135 0.0023592291628605276 -0.0027986728945506327 -0.0020686508931254842 0.0015952860812976962 -0.001913900940968139 0.0020547598504805334 0.00088171361581147224 -0.0021712426425765951 0.0012851235531658243 0.0028911121519559833 -0.0012752501796056976
leaf_weight=0.0010247142824519884 0.0010596551552055486 0.0010082992332215148 0.0011988254779044518 0.0015283087008629527 0.0010275531903558566 0.0011665655600647806 0.0010902025913076359 0.0010071234747461438 0.0010493034303491466 0.0019213863626665944 0.0010622480121675881 0.0013829208297166939 0.0011026993732374786 0.0014199145660285196 0.0013694606463117154 0.0011650305394998728 0.0010432054221780618 0.0010333731447773609 0.001003356528714079
leaf_count=66 574 251 189 121 89 80 343 286 166 847 79 119 203 38 33 101 156 38 131
internal_value=0 0.00115181 -0.000124032 -1.9967e-05 8.98511e-05 -0.00012247 9.39751e-05 -0.000377598 -6.88756e-05 -0.0004077 -0.00122948 3.57196e-06 0.000730366 0.000983449 0.000403472 -0.00052164 -0.000358734 0.0014832 -0.00169766
internal_weight=0 0.00203301 0.0216311 0.0204323 0.0193727 0.016811 0.0147801 0.00965909 0.00856889 0.00751958 0.00436656 0.00244517 0.00315303 0.00512097 0.00395441 0.00253449 0.0021459 0.00256168 0.00203091
internal_count=3910 317 3593 3404 2830 2671 2451 2199 1856 1690 1045 198 645 252 172 134 359 159 220
is_linear=0
shrinkage=0.00533549


Tree=1375
num_leaves=19
num_cat=0
split_feature=14 52 52 39 157 52 48 43 1 43 150 16 49 16 15 0 43 52
split_gain=9.93613e-05 0.000119502 0.000175214 0.000205635 0.000191973 0.000312198 0.000223584 0.000193146 0.000181042 0.000205507 0.00014049 0.000192207 0.000183094 0.000250693 0.000105635 0.000219267 0.000105026 0.000125907
threshold=0.064610000000000015 -0.27466499999999994 -0.081429999999999989 0.084535000000000013 -0.062769999999999979 -0.0025949999999999997 0.091555000000000011 0.098320000000000005 0.096630000000000008 -0.08799499999999999 0.084270000000000012 -0.5152199999999999 0.082865000000000008 -0.083564999999999987 -0.106555 -0.084304999999999977 -0.17307499999999998 0.024145000000000003
decision_type=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 6 -6 10 9 -3 11 -7 13 14 -13 -16 -15 -18
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12 12 -14 16 15 -17 17 -19
leaf_value=-0.0010411709615917399 -0.0014315553727689829 0.0019252387697876812 0.0017234947710061683 0.001488300868612766 -0.0035475057571640761 -0.0018661331454737405 -0.00047890587037669363 -0.0015650903916492949 0.0025898805135669066 -0.00061148752139099827 0.0017788248037214529 0.0019909195608340141 0.0019338455890986826 0.00019251274530760566 -0.0013254477326945181 0.0014897074737245976 -0.00044137535781112999 -0.0026995610238609476
leaf_weight=0.0019625203080503853 0.0010165061110551923 0.0011498910737031409 0.0010093901949392312 0.0016721065194047887 0.0010473275620561081 0.0010768909183784823 0.0010027600026091821 0.0016245440917502943 0.0011450303483599988 0.0017190838106823049 0.0010387974987837731 0.0010865601503289857 0.0011555670801964638 0.00104567456146665 0.0010681838982472547 0.001352997087462394 0.0010341843820945752 0.0010985360184832399
leaf_count=410 138 109 268 278 243 51 77 243 173 229 115 73 201 68 306 162 283 483
internal_value=0 5.33899e-05 0.000159064 -5.48457e-05 -0.000231079 -0.000375806 -0.00204656 -8.00707e-05 0.00102843 0.000405238 0.00016221 -2.60865e-05 0.000226605 -6.84582e-05 0.000787687 0.000247709 -0.00101332 -0.00160454
internal_weight=0 0.02229 0.0203275 0.0163135 0.0146414 0.013632 0.00205009 0.0115819 0.00401401 0.00286897 0.00995739 0.00891859 0.0078417 0.00668614 0.00350774 0.00242118 0.00317839 0.00213272
internal_count=3910 3772 3362 2851 2573 2305 320 1985 511 338 1742 1627 1576 1375 541 468 834 766
is_linear=0
shrinkage=0.00464487


Tree=1376
num_leaves=19
num_cat=0
split_feature=41 2 48 42 40 1 159 159 157 457 160 43 12 42 2 16 15 4
split_gain=9.25943e-05 0.000156045 0.000143972 0.000143007 0.000214834 0.000265354 0.00012104 0.000140439 0.000194956 0.000155527 0.000164399 0.000200453 0.000188276 0.000163349 0.000250824 0.000164386 0.000167697 0.000192439
threshold=0.078535000000000008 -0.0098549999999999974 -0.086624999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08844500000000001 0.10473 0.073745000000000019 -1.0000000180025095e-35 -0.0015249999999999997 -1.0000000180025095e-35 -0.074254999999999988 0.094045000000000004 0.08221500000000001 0.11891500000000001 -0.12467499999999999 -0.095799999999999982 -0.078484999999999985
decision_type=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 -12 14 15 -13 -17 -18
right_child=-2 2 3 6 5 -7 -8 -9 9 10 11 13 -14 -15 -16 16 17 -19
leaf_value=0.0021096591321838401 -0.0013235529784577399 -0.0019460250952062193 -0.0028623605744741952 -0.0019739552971115041 -0.0020149007762220862 0.0015112989184210056 -0.0014797899932392235 0.0020682499587975499 -0.0014329441981687928 -0.0010939553016462446 0.0030383884585208584 0.0031985682858386467 0.00018382374018492226 -0.0013974396374921926 -0.0014994836014989932 -0.00099292706148679613 -0.00022185399384930479 0.0027040572272809251
leaf_weight=0.0010223716696301224 0.0014370246494678765 0.0010547345107512198 0.0010895724779875771 0.0010332292154705278 0.0010732208572699136 0.0014000537383113132 0.0010245735392316593 0.0013335397454651296 0.0011496220509557573 0.0013886245604037709 0.001893384409854427 0.0010111559541320092 0.0010078931321952922 0.0012167100217856941 0.0011374437864140052 0.0010851659763559951 0.0010884062883889101 0.0015529309798780746
leaf_count=220 195 83 85 423 740 179 244 179 129 395 161 55 58 537 85 25 72 45
internal_value=0 7.52111e-05 -2.60516e-05 7.78749e-05 -0.000888414 -1.88147e-05 0.000294091 0.000416084 0.000253659 0.00043733 0.000626239 0.000865274 0.00204672 0.00038194 0.000750443 0.00129062 0.000772911 0.00149839
internal_weight=0 0.0215626 0.0205403 0.0194855 0.00356285 0.00247327 0.0159227 0.0148981 0.0135646 0.0125313 0.0113817 0.00999309 0.00290128 0.00709181 0.0058751 0.00473766 0.0037265 0.00264134
internal_count=3910 3715 3495 3412 1004 919 2408 2164 1985 1562 1433 1038 219 819 282 197 142 117
is_linear=0
shrinkage=0.00533549


Tree=1377
num_leaves=31
num_cat=0
split_feature=158 9 52 1213 160 1 0 43 48 0 43 47 14 15 3 47 49 151 42 133 3 52 12 49 2 3 0 42 4 3
split_gain=0.000986779 0.00103893 0.000919628 0.000510639 0.000534893 0.000464239 0.00080226 0.000719027 0.000490384 0.000814621 0.000458873 0.000723639 0.000518123 0.000534005 0.000495731 0.000382692 0.000330904 0.00101174 0.000459005 0.000509572 0.000627375 0.000464377 0.000746508 0.000472461 0.000378861 0.000372642 0.000646089 0.000372467 0.000162373 0.000151627
threshold=0.11034000000000001 -0.016839999999999997 -0.51745999999999992 -1.0000000180025095e-35 -0.40446999999999994 0.10398500000000001 -0.017269999999999997 -0.24333999999999997 0.12738500000000003 -0.15137999999999999 -0.074254999999999988 0.084155000000000021 -0.46637499999999993 1.0000000180025095e-35 0.045635000000000002 0.086425000000000016 -0.085974999999999982 0.083140000000000006 -0.089744999999999978 0.10681500000000001 0.10223 -0.0066199999999999991 0.091555000000000011 -0.080034999999999981 0.085155000000000022 0.090325000000000003 -0.080229999999999982 0.060615000000000009 -1.0000000180025095e-35 -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 -1 -3 -4 -5 15 7 -7 10 -10 -9 12 -12 -14 -13 16 17 -6 -18 20 21 23 24 -20 27 26 -25 -23 29 -26
right_child=-2 2 3 4 5 6 -8 8 9 -11 11 14 13 -15 -16 -17 18 -19 19 -21 -22 22 -24 25 28 -27 -28 -29 -30 -31
leaf_value=0.0014006329477557009 -0.0013465549102647182 -0.0012654219581564232 -0.00072230698581523319 -0.0008342734215119387 -0.0012436819772942383 -0.00065524112419509603 0.0011739429976573657 0.0010714657739992746 -0.0010123572913149027 0.00051579048382481151 -0.00023474019987697971 -0.0010150128807127801 0.0011562299293070139 4.455914875853259e-05 0.00016366568646329594 -0.00068208513245600517 -0.0006207262061241176 0.00043906106827845199 0.00064859682722353033 -0.00064099840947955101 0.00092526249570906499 -0.0005810455202556377 -0.00073830460728318171 -0.0011797265188372853 0.00054976291213455872 0.00025625102403059705 2.2801674263063952e-05 0.00053981149300820074 0.00031193342272537366 0.0011555161034506464
leaf_weight=0.0010279572766607173 0.0010782127162567981 0.0011388920482321421 0.0017929851177137792 0.0013254331049256099 0.0014910939629633182 0.0019026064551752606 0.0016633869662170389 0.0017147653855088549 0.0013837015410729236 0.0013527914551332296 0.001161084310638218 0.0011113099481292465 0.0028531834296515717 0.0012052418980452728 0.0018890941413474138 0.0017630702889997454 0.001760277893111283 0.0013216162752316407 0.0010472788159736623 0.0015369184959911899 0.002056323559855854 0.0010752430133491638 0.0011382668691102271 0.001897883559328517 0.0014639749138822744 0.001285016837442754 0.0016273027899691385 0.0012656664831398601 0.001376337513455791 0.0018146774068616978
leaf_count=118 167 275 554 267 65 27 111 112 30 50 30 30 173 47 31 200 193 45 41 308 34 127 158 306 30 38 88 59 82 114
internal_value=0 8.87321e-06 -2.33379e-05 9.34957e-06 4.09729e-05 6.98608e-05 0.000252606 0.000147448 0.000267974 -0.000256914 0.000412553 0.000275097 0.000590111 0.000826094 -0.000272901 -5.41835e-05 -4.22233e-06 -0.000453007 6.10291e-05 0.000129274 0.000203043 9.69001e-05 0.000313385 -0.000203727 0.0004845 -0.000389296 -0.000624613 2.49716e-05 0.000715588 0.000885037
internal_weight=0 0.0454434 0.0444154 0.0432765 0.0414835 0.0401581 0.0162372 0.0145738 0.0126712 0.00273649 0.00993468 0.00821991 0.00521951 0.00405843 0.0030004 0.0239209 0.0221579 0.00281271 0.0193452 0.0175849 0.016048 0.0139916 0.00813417 0.00585748 0.0069959 0.0048102 0.00352519 0.00234091 0.00465499 0.00327865
internal_count=3910 3743 3625 3350 2796 2529 641 530 503 80 423 311 250 220 61 1888 1688 110 1578 1385 1077 1043 570 473 412 432 394 186 226 144
is_linear=0
shrinkage=0.00140032


Tree=1378
num_leaves=18
num_cat=0
split_feature=15 158 156 1374 457 159 15 49 52 133 15 13 16 0 3 2 2
split_gain=9.95836e-05 0.000134418 0.000134107 0.000118531 0.000143419 0.000157914 0.000130789 0.000192559 0.000380524 0.000235804 0.000194473 0.00020798 0.000126929 0.000231765 0.000179445 6.84834e-05 5.85022e-05
threshold=-0.24219999999999997 0.084965000000000027 0.090135000000000007 -0.094679999999999986 0.088175000000000017 0.073745000000000019 -0.11739999999999999 0.0062100000000000011 0.11401500000000002 -0.0023199999999999996 0.099325000000000011 -0.083514999999999992 0.25185000000000007 -0.099864999999999995 0.086245000000000016 0.088055000000000008 0.098195000000000018
decision_type=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 9 -8 11 16 13 14 -13 -15 -11
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 12 -14 15 -16 -17 -18
leaf_value=0.0009550040888990361 -0.0013486699212157519 -0.0014847396486441225 -0.0015976739187591941 -0.0012497083270262962 0.0017418354741331864 0.0014783440924840069 -0.0012532338017438396 0.0017312667539203849 -0.0024745634674887143 0.0011488594746036501 -0.0012997669456863068 0.0021573919437908986 0.0013738906737518631 -0.00039773911643433476 -0.00043861487037466626 -0.0019956431617771937 0.0026139077562563036
leaf_weight=0.0019511025657968631 0.0010934794142780637 0.001309058772545473 0.0010033070703318039 0.0016693068478069529 0.0010807434695757614 0.0014356122705860832 0.0019276145730224578 0.0012676054027510328 0.0012087176674570608 0.0010790536539980458 0.0010926722075291781 0.0011098785062124686 0.0015216191944515955 0.001114087757969515 0.0010170582305129017 0.0010277953409170149 0.0010941249741942549
leaf_count=317 59 346 307 203 115 243 650 336 348 189 86 60 84 316 41 167 43
internal_value=0 -9.93187e-05 -7.45689e-06 7.76834e-05 0.000166072 6.32656e-05 -7.10085e-05 7.51712e-05 -9.70047e-05 0.000164632 0.000466423 0.000708758 0.00026676 -0.000127877 0.000916034 -0.0011645 0.00188646
internal_weight=0 0.0210517 0.0197427 0.0187394 0.0176459 0.0165651 0.0151295 0.0134602 0.0121926 0.0109839 0.00905629 0.00796362 0.00579044 0.00426882 0.00212694 0.00214188 0.00217318
internal_count=3910 3593 3247 2940 2881 2766 2523 2320 1984 1636 986 900 668 584 101 483 232
is_linear=0
shrinkage=0.0044645


Tree=1379
num_leaves=31
num_cat=0
split_feature=52 31 160 457 48 447 14 2 48 403 1 48 51 52 14 1 52 4 4 0 3 160 12 15 131 0 47 0 15 12
split_gain=0.000968573 0.000673274 0.00057968 0.000440511 0.000476764 0.000532313 0.00097957 0.000448275 0.000807712 0.000697462 0.000573003 0.000930919 0.00103688 0.000795785 0.000590526 0.000776225 0.000579745 0.000972148 0.000708882 0.000528711 0.000410579 0.000712526 0.000573002 0.000734007 0.000499304 0.000471511 0.000463653 0.000419519 0.000396506 0.000386697
threshold=-0.51745999999999992 -1.0000000180025095e-35 -0.40446999999999994 -0.23052999999999998 -0.09386499999999999 0.087065000000000017 0.077685000000000018 0.089910000000000004 0.086935000000000012 -1.0000000180025095e-35 0.083370000000000014 0.12675000000000003 0.12900500000000004 0.11401500000000002 -0.24487499999999998 0.10593500000000002 0.10433000000000002 -0.49837999999999999 -0.39075499999999991 -0.14293499999999998 -0.074234999999999982 -1.0000000180025095e-35 0.051320000000000005 -0.033649999999999992 0.092200000000000018 -0.083424999999999985 0.081320000000000017 -0.084304999999999977 -0.091024999999999981 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 -3 -4 -5 6 7 8 9 -6 13 14 -13 16 19 28 17 -9 -19 -12 21 -11 23 26 25 27 -22 -23 -16 -20
right_child=1 2 3 4 5 -7 -8 10 -10 20 11 12 -14 -15 15 -17 -18 18 29 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012381360518013747 0.0010940245953084255 -0.00087570430095106674 0.00085734393791139698 -0.00094894920214668485 -0.0010652880667411501 0.00088140589009687417 -0.0011946884130792643 -0.0013731776380851443 -0.0010910441585114698 -0.00082094064014093639 -0.00058979881462765634 -0.0012195479716442291 0.00043396544890614064 -0.0012176373647537612 0.0007269884093226781 0.0013008605325195587 0.00085773793144192003 0.0010950441259306629 -0.0007494517869143484 0.00066229673938676009 2.0576177483388244e-05 0.0001055462225525128 -0.0010356695969002817 0.00042008101593561908 0.0011390050308824091 -0.00039186861014457117 -0.0012140884267846752 0.0010160620015745019 -0.0001412801282179457 9.1864324672668728e-05
leaf_weight=0.0012227522642651581 0.001035941154461483 0.0014621407739063277 0.001108647062343592 0.0010148088210293329 0.0011967090412948736 0.0012622272088909084 0.0013037593247604553 0.0010047249061688754 0.0015650869470867348 0.0010531583464291625 0.0013894142653043673 0.0013519275050981614 0.0015166142006819427 0.0010753311719055034 0.0024113935640013295 0.0028737107586596089 0.0013597492613826034 0.0010772517289296965 0.0013872828574559275 0.0011715883887827303 0.001120039297466513 0.0023779172828586256 0.0013266995854935293 0.003001802228348901 0.0013540644567662241 0.0017081430234409103 0.0011742643764449667 0.0015924365608270818 0.0016832156216537433 0.0039946817373404664
leaf_count=275 113 305 44 40 588 114 97 29 159 248 18 40 46 140 58 189 36 15 93 86 50 191 92 72 38 170 31 21 68 444
internal_value=0 -4.62768e-07 -2.51547e-05 2.81912e-06 -1.90358e-05 3.25605e-06 -2.3732e-05 1.46576e-05 -0.00015001 -5.74116e-05 0.00014368 0.000340335 -0.000345326 -0.000102618 0.000546735 0.000753919 3.32682e-05 -0.00011693 7.84778e-05 -1.69995e-05 2.45909e-05 0.000232179 -0.000228851 -2.67394e-05 0.000389888 0.000211258 -0.000611347 0.000470738 0.00037006 -0.000124998
internal_weight=0 0.0469547 0.0459188 0.0444566 0.043348 0.0423332 0.041071 0.0397672 0.0174703 0.0159052 0.0222969 0.0123979 0.00286854 0.00989902 0.00952932 0.00696832 0.00882369 0.00746394 0.00645922 0.002561 0.0147085 0.00808572 0.00662281 0.00529611 0.00703256 0.0056785 0.0022943 0.00397035 0.00409461 0.00538196
internal_count=3910 3635 3522 3217 3173 3133 3019 2922 1660 1501 1262 505 86 757 419 315 617 581 552 104 913 668 245 153 420 382 81 212 126 537
is_linear=0
shrinkage=0.00137286


Tree=1380
num_leaves=31
num_cat=0
split_feature=52 31 160 1213 133 133 376 123 52 14 124 484 52 1 48 0 16 3 38 13 49 2 12 1 4 4 1 4 133 3
split_gain=0.000786135 0.000691715 0.000476245 0.00047933 0.000429163 0.000447398 0.000551438 0.000840313 0.000502043 0.000778412 0.000438363 0.000440691 0.000912938 0.000519579 0.000917614 0.000540173 0.000600779 0.000526891 0.000458161 0.000515424 0.000474926 0.000504908 0.000505815 0.000403551 0.000692477 0.00058866 0.000487073 0.000357665 0.000332769 0.000296011
threshold=-0.51745999999999992 -1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -0.24354499999999998 -0.085714999999999986 0.11605500000000001 0.088610000000000008 -0.40891499999999997 0.077685000000000018 0.08919500000000001 -0.0043499999999999988 0.016565000000000003 0.13385500000000003 0.12862000000000004 -0.23029999999999998 -0.085924999999999987 -0.15327499999999997 0.087760000000000019 -0.083514999999999992 -0.092609999999999984 0.091525000000000009 0.085465000000000013 0.10264000000000002 -1.0000000180025095e-35 -0.23071499999999998 0.11866500000000001 -0.17479499999999998 -0.090054999999999982 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 -5 28 7 8 -7 10 11 12 -10 14 15 16 -13 27 19 20 -19 22 -22 24 25 -21 29 -17 -6 -25
right_child=1 2 3 4 5 6 -8 -9 9 -11 -12 13 -14 -15 -16 17 -18 18 -20 23 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011652754916574677 0.0010762186237504784 -0.00081303637171224784 -0.00069683816653370401 -0.00078507592400338725 0.0001998141541821099 0.00069160940524145361 -0.0009350090440611923 0.0012145585001668809 -0.0012179581282853488 -0.0011339767347189661 0.00083144014785723364 0.00013813591969415642 0.00040617706766316887 0.00084571597997611179 -0.0010392736150397514 -2.8854295687357152e-05 0.001289347126197759 -0.00050848061498636366 -0.00095952874069709921 -0.00096902655642188275 0.00067618902132574694 0.00077643463867633437 -0.00054120554453321486 0.0010120515965539383 -0.0010339340003141036 8.5319964097858812e-05 -0.00058018240889469745 0.00099621381161025678 0.0011152423746178407 2.8355528755634314e-05
leaf_weight=0.0010281505792778525 0.0010195189279796893 0.0012903645572169267 0.0016448481372642867 0.0010931666342679494 0.0018132424881389664 0.001755672599620616 0.0010383151333208654 0.0010306168565147314 0.0014768779444483951 0.0010806238959699668 0.0010796100688743584 0.0023884514805327939 0.0010180261924372935 0.0012777104082559712 0.0014414755952145688 0.001061642198123991 0.0011789394366132763 0.0012336182812511254 0.0010511813332438882 0.0011883230840750002 0.0010112505543458062 0.0028654566227057643 0.0014411922354571338 0.0010551122805235735 0.002183109422165588 0.0041147521662694975 0.0010569460881439952 0.0013417433955438115 0.0011175875325886145 0.0010756705153340818
leaf_count=275 113 305 555 200 153 91 27 102 321 68 25 66 142 115 41 12 15 43 39 50 110 91 70 66 150 514 32 60 45 14
internal_value=0 2.14685e-06 -2.36761e-05 1.09728e-06 3.01824e-05 5.34049e-05 1.24367e-05 4.10273e-05 4.79138e-06 -3.33415e-05 5.60185e-06 -2.46608e-05 -0.000555242 2.44277e-05 -1.64214e-05 4.43858e-05 0.000518584 -3.74156e-05 -0.000113795 -6.21839e-05 0.000229166 0.000400281 -3.922e-05 -0.000241011 -0.000408437 -0.00015094 0.00015218 0.000543413 0.000548886 0.000515458
internal_weight=0 0.043425 0.0424055 0.0411152 0.0394703 0.0383771 0.0354463 0.034408 0.0333774 0.0316217 0.0305411 0.0294615 0.0024949 0.0269666 0.0256889 0.0242474 0.00356739 0.02068 0.0182766 0.0172254 0.00655152 0.0053179 0.00245244 0.0106739 0.00748618 0.00530308 0.00318773 0.00240339 0.00293083 0.00213078
internal_count=3910 3635 3522 3217 2662 2462 2264 2237 2135 2044 1976 1951 463 1488 1373 1332 81 1251 1179 1140 314 271 180 826 714 564 112 72 198 80
is_linear=0
shrinkage=0.00131955


Tree=1381
num_leaves=18
num_cat=0
split_feature=1 0 4 16 0 0 48 2 14 49 12 457 13 0 43 42 43
split_gain=9.20821e-05 0.000159439 0.000250314 0.000172134 0.000158804 0.000269002 0.000180021 0.000261516 0.00033431 0.000345263 0.000265251 0.000189238 0.000117193 9.49503e-05 0.000147044 0.000114283 0.000115595
threshold=0.087545000000000026 -0.084074999999999997 -0.0031049999999999997 -0.114825 -0.017269999999999997 -0.053834999999999994 0.12675000000000003 0.082715000000000025 -0.13131999999999996 -0.006494999999999999 0.097345000000000015 0.081330000000000013 -0.084084999999999979 -0.082284999999999983 -0.18906999999999999 1.0000000180025095e-35 0.070805000000000021
decision_type=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 11 12 -10 -2 -3 -15 16 -16
right_child=4 13 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.0027411482434918782 -0.0002174053705082848 0.0013944449076750973 -0.0015925771400842766 0.00098704501376837422 0.0018504322127597048 -0.0019329631583230493 -0.0013113341566553128 -0.0007856318451414944 -0.00080558167797655737 0.0032549566936785619 0.0011701460205700961 0.0018104466032936829 -0.0021898356144597884 0.0011795177504929553 -0.0012078683221457226 -0.001847168392278523 0.00077843203730082434
leaf_weight=0.0013235227595606996 0.0012192080422632505 0.0010159373350035472 0.0010301270748212521 0.0012178985921856081 0.001194639615290303 0.0012875662043990979 0.0013077886242558448 0.0014340690507043674 0.0010917277172021733 0.0019461534238557066 0.0015233233613766162 0.0013153828628513775 0.0013918026009691062 0.0013046900916307003 0.0011206287523752856 0.0011535320079821831 0.0014500510086281615
leaf_count=766 156 168 209 219 285 128 78 97 87 172 134 89 392 88 325 420 97
internal_value=0 -0.000360469 -0.00113856 -0.000195032 0.000232387 7.79589e-05 0.000308531 0.000522047 0.00115942 0.00180017 -0.000370161 0.000623966 -0.00126881 9.92582e-05 -0.000162395 -0.000632503 -8.74499e-05
internal_weight=0 0.00961639 0.00357155 0.00224803 0.0137117 0.012517 0.0112295 0.00992167 0.00578733 0.00435326 0.00413433 0.00240711 0.00261101 0.00604484 0.0050289 0.00372421 0.00257068
internal_count=3910 2292 1194 428 1618 1333 1205 1127 445 348 682 176 548 1098 930 842 422
is_linear=0
shrinkage=0.00464487


Tree=1382
num_leaves=31
num_cat=0
split_feature=31 151 4 133 14 47 1348 14 11 13 401 43 4 12 1186 150 160 160 49 0 0 51 124 1 43 133 4 47 1 42
split_gain=0.000971496 0.000659867 0.000806486 0.000675111 0.000673042 0.000644686 0.000588933 0.000843881 0.000674731 0.000644952 0.00067517 0.000607711 0.000924777 0.000634726 0.000603319 0.000559457 0.00104478 0.000685887 0.000602023 0.00060277 0.000766271 0.000575089 0.000553076 0.000492324 0.00066045 0.000423977 0.000416516 0.000458644 0.000384261 0.000358084
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 -0.26719999999999994 -0.46879999999999994 0.096475000000000019 0.084620000000000015 0.077685000000000018 0.080455000000000013 -0.094679999999999986 0.083100000000000021 -0.52334499999999984 -0.44477499999999992 -1.0000000180025095e-35 0.083980000000000013 -0.18357499999999996 -0.089989999999999987 -0.081669999999999979 -0.081629999999999994 -0.053834999999999994 -0.07773999999999999 0.094915000000000013 -1.0000000180025095e-35 0.08844500000000001 0.052855000000000006 0.091290000000000024 -0.0021099999999999995 0.11323000000000001 0.087075000000000014 0.091230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 11 -11 -13 26 15 -15 -17 -18 28 20 21 -20 -5 24 -24 -26 -14 -28 -19 -22
right_child=1 2 4 6 5 -7 -8 -9 -10 10 -12 12 13 14 -16 16 17 18 19 -21 29 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012133802863709699 -0.00095126863348887042 -0.0011933890680661558 -0.00044679090941136747 -0.00060473096364374189 0.0011450771073092969 4.7775987750638642e-05 0.00088088519233432217 -0.0012384895506370407 -0.0011203411171100753 0.00083995818521420663 -0.0011749263335020992 -0.0012974725988318557 0.0010362982715254045 0.00064864243762815924 0.00080794891317135717 -0.0013213307670511124 0.00084618514545855476 0.00061110737878231189 -0.00071496942629449946 -0.0010804829259221569 -0.00024605389291770954 0.00026933180294221168 -0.00032547615901362339 0.0010158479102902029 0.00012161706176760294 0.0011950713595458222 -0.00054176711700120849 0.0007457964420917024 -0.0003194858137870519 0.0007544314189620202
leaf_weight=0.0011761427900176527 0.0014823215170318696 0.0010146321168707497 0.0011721667158610671 0.0010664906358215376 0.0026507237694987076 0.0016294879777274396 0.0012171467654127346 0.0011672511092037921 0.0010830228638667441 0.0012945998264317629 0.001100236390379177 0.0012061484365539698 0.0014507186237184833 0.0013125134161100496 0.0011482654443726306 0.001648500438759303 0.0011532646827109297 0.0021316103738706618 0.0053348275113813013 0.0020402026684092278 0.001138328962503544 0.0014156124108011259 0.0022726464914875066 0.0020883376424638556 0.0013510554078841608 0.0014247888751128812 0.0010820601649355046 0.0010063803293007823 0.001376233368944213 0.0016538133948258427
leaf_count=113 84 227 46 18 267 39 51 105 118 24 258 94 98 14 64 387 105 50 837 119 149 49 109 91 28 12 69 15 42 228
internal_value=0 -4.98178e-05 -2.05343e-05 -8.77684e-05 0.000474916 0.000727332 -5.91249e-05 -8.92757e-05 -5.28039e-05 -2.04152e-05 -0.000121215 -7.7289e-05 -0.000124601 -6.53916e-05 -0.000158701 -0.000216497 -0.00027996 -0.000174277 -0.000252264 -0.000403165 -0.000258355 -0.000508555 0.000317413 0.000455213 0.000223303 0.000672601 0.000471216 7.86856e-05 0.000246007 0.000346543
internal_weight=0 0.0471134 0.0456311 0.0401787 0.00545238 0.00428021 0.0391641 0.0379469 0.0367797 0.0356966 0.0274933 0.0263931 0.0250985 0.0238923 0.0203532 0.0192049 0.0178924 0.0162439 0.0150906 0.0115828 0.00954258 0.00675044 0.00820332 0.00713683 0.00504849 0.00277584 0.00353916 0.00208844 0.00350784 0.00279214
internal_count=3910 3797 3713 3361 352 306 3134 3083 2978 2860 2602 2344 2320 2226 2044 1980 1966 1579 1474 1382 1263 886 258 240 149 40 182 84 92 377
is_linear=0
shrinkage=0.00137286


Tree=1383
num_leaves=18
num_cat=0
split_feature=1 42 12 3 52 48 13 1 2 16 1 4 1 51 2 4 52
split_gain=9.48512e-05 0.000196502 0.00022803 0.000151612 0.000210299 0.000196424 0.000226715 0.000186653 0.000138736 0.000120879 0.000115788 0.000277545 0.000227867 0.000140304 0.000168345 0.000123494 6.4856e-05
threshold=0.12263000000000002 0.091955000000000023 0.086580000000000004 -0.15464999999999998 0.11401500000000002 0.11379500000000002 -0.094679999999999986 0.086720000000000005 0.097940000000000013 -0.062279999999999995 0.095575000000000007 -1.0000000180025095e-35 0.10593500000000002 -0.0093849999999999992 0.088895000000000016 -0.083329999999999987 -0.15154999999999999
decision_type=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 -5 -2 11 13 -12 -8 15 -15 -11
right_child=9 2 -4 4 -6 -7 10 -9 -10 16 12 -13 -14 14 -16 -17 -18
leaf_value=0.0012033847440858134 0.0014208795510335789 0.00026824995442858589 -0.0022026335275550186 -0.00053916062834776001 -0.0015066110142736842 -0.0015735561119945916 -0.0010951726130855133 0.0025150189304459576 0.0014014372543780652 0.0006373847974830792 0.0019556768502615811 -0.0017267936792761032 -0.00039594048787278433 0.00058635503384912207 0.0013990391019623968 -0.0012427758225123187 -0.00071170846044992116
leaf_weight=0.0015679215565240724 0.0015382586212860094 0.001002397070708704 0.0014164471011640645 0.0011141606776918214 0.001489303650874991 0.0010690693855899278 0.0012208491920338857 0.0010044826903986559 0.0012053319942424423 0.0011453654377045486 0.0011169441704627081 0.0017898176238712784 0.0015410247670226696 0.0012725045932060197 0.0016748018702552603 0.0010660946704007445 0.0010958448383568955
leaf_count=211 235 118 597 95 356 50 352 74 19 66 138 333 140 362 250 421 93
internal_value=0 -0.000120944 -0.00117867 2.83924e-05 -8.99737e-05 5.99226e-05 0.000194191 0.00108749 0.000469277 0.000565105 -0.000112489 -0.000379175 0.000592267 8.16345e-05 0.000439611 -0.000247489 -2.22574e-05
internal_weight=0 0.0195512 0.00241884 0.0171323 0.0155644 0.0140751 0.013006 0.00332398 0.00231949 0.00377947 0.00968204 0.00702407 0.00265797 0.00523425 0.0040134 0.0023386 0.00224121
internal_count=3910 3516 715 2801 2590 2234 2184 188 114 394 1996 1718 278 1385 1033 783 159
is_linear=0
shrinkage=0.00396435


Tree=1384
num_leaves=31
num_cat=0
split_feature=31 52 160 1213 151 4 14 1348 14 484 50 403 4 123 4 150 4 43 0 47 2 3 4 13 52 4 13 52 3 14
split_gain=0.000914766 0.000754608 0.000517802 0.000485969 0.000395574 0.000571975 0.000565619 0.000561855 0.000926145 0.000443176 0.000618688 0.000572108 0.000553519 0.000558272 0.000476585 0.000450715 0.000428725 0.00045455 0.000462785 0.00039292 0.000389026 0.000763917 0.000443466 0.000262692 0.00038007 0.00026052 0.000244666 0.000220593 0.000181098 0.000128517
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.40446999999999994 -0.081334999999999977 -0.40391999999999995 0.28937500000000005 -0.46879999999999994 0.084620000000000015 0.077685000000000018 -0.0043499999999999988 0.10030500000000002 0.088015000000000024 -1.0000000180025095e-35 0.085810000000000011 0.0057500000000000008 0.086420000000000011 -0.23071499999999998 -0.00084499999999999994 -0.071924999999999989 0.096475000000000019 0.11339500000000001 0.092005000000000017 0.070230000000000015 -1.0000000180025095e-35 0.09086000000000001 0.10451500000000001 -0.086154999999999995 -0.082554999999999976 -0.084129999999999996 -0.41608999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 11 12 15 14 -14 16 23 18 28 29 21 22 -16 -11 -25 -24 -27 -19 -18 -8
right_child=1 2 3 4 5 6 19 -9 -10 10 -12 -13 13 -15 20 -17 17 27 -20 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.0012088743373865419 -0.0012575930804106475 -0.00091258720580450557 -0.00089178515287856601 -0.00078585395994992824 -0.00068118739869691715 -0.00038792536243441111 0.00073974254741364538 0.00095291292034532706 -0.0013013678243409415 0.00029362772352986121 0.00094405190552489628 -0.0010492522563402028 -0.0008273122286568572 -0.0011882829500204169 -0.00080514402017500071 -0.00065434651887163239 -0.00062415427870383781 0.00026102352025381999 0.00080839767241055939 0.00013901580568029004 -0.0005383846442746957 0.00095382571170811708 0.00074759572372566435 -0.0010298870554089265 0.00018531882523183446 0.00039421028944963812 -0.00040986649350452625 0.0010162251288203645 0.00013920274513074476 0.0014003707619249489
leaf_weight=0.0011377057694651463 0.0010131583361665522 0.0012715102887314303 0.0011720601358690122 0.0011454091537332891 0.0017897457394410168 0.0010669632553259589 0.0010274959505915948 0.0011248028382695443 0.0011254510891935956 0.0020252207976563241 0.0014021465140283676 0.0010005470718187351 0.0015014812699992832 0.0010052810306149249 0.0013006219438810862 0.0010384722141330025 0.0011255795932834023 0.0010130250882340874 0.001356136377888016 0.0012501449564323863 0.0019053523751413337 0.0018322586123531437 0.0010180103753896219 0.0010058688030483058 0.0010128834301426082 0.0012832329293175366 0.0017595135271015732 0.0030179091527551254 0.0013289214405003413 0.0013182825852982574
leaf_count=113 275 305 354 81 494 46 42 45 90 36 121 116 101 31 99 131 274 41 120 38 79 23 20 48 17 36 71 223 215 225
internal_value=0 -6.43987e-05 -3.35786e-05 -4.12973e-06 2.41564e-05 5.01922e-05 0.000507423 -1.86436e-05 -5.52566e-05 -6.42892e-06 3.84109e-05 -1.13277e-05 3.10083e-05 -0.000190969 -9.63901e-05 0.000230344 0.000307641 0.000498631 0.000151878 0.000773086 2.42239e-05 0.00017324 -9.35263e-05 -6.27017e-05 -0.000420173 0.000134398 -7.07591e-05 0.000826433 -0.000210856 0.001111
internal_weight=0 0.0402375 0.0392243 0.0379528 0.0367808 0.0356353 0.00466289 0.0309725 0.0298477 0.0287222 0.0269325 0.0255303 0.0245298 0.0116058 0.0106005 0.012924 0.0118855 0.00784157 0.00381064 0.00359592 0.00909899 0.00719364 0.00536138 0.00404397 0.00201875 0.00406076 0.00304275 0.00403093 0.0024545 0.00234578
internal_count=3910 3797 3522 3217 2863 2782 351 2431 2386 2296 1802 1681 1565 460 429 1105 974 873 609 305 328 249 226 101 65 127 107 264 489 267
is_linear=0
shrinkage=0.00140032


Tree=1385
num_leaves=18
num_cat=0
split_feature=14 52 157 151 160 1 14 40 12 13 52 2 1 43 13 16 1
split_gain=0.000100145 0.000131085 0.000182278 0.000178483 0.000259168 0.000194278 0.000239507 0.00024265 0.000207627 0.000295078 0.000339193 0.00022157 0.000169238 0.000156105 0.000148979 0.00012506 0.000119406
threshold=0.064610000000000015 -0.27466499999999994 -0.062769999999999979 0.083140000000000006 0.091575000000000017 0.13148500000000005 -0.10523499999999998 -0.081844999999999987 0.088375000000000023 -0.083354999999999985 0.096170000000000019 0.093070000000000014 0.090540000000000023 -0.07526999999999999 0.049070000000000009 -0.087089999999999987 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 6 -4 -8 9 16 11 15 -3 14 -10 -11 -9
right_child=-2 2 3 -5 -6 -7 7 8 13 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00091305475844646823 -0.001203629954449286 0.00017079635072454706 -0.0018008803086136586 0.0015264064855588363 -0.0014531770528260176 0.0015403031959647445 -0.0015777445908242227 0.00098716877774622969 0.0011843522926615019 0.0010501010055457354 0.0021070979866323119 -0.0016662668065090547 0.0023334970502752041 -0.0012079365221789417 -0.00079347668784544845 -0.00056685056985487817 0.0028703354931007351
leaf_weight=0.0019688433692182919 0.0010153203383991829 0.0011532339355493351 0.0010910429309447531 0.0011002480047248289 0.0018718218873332018 0.0012612253344911209 0.0011869425704169609 0.001023022637978474 0.0012528535642902516 0.0015033235220977756 0.0010945434061765957 0.0012852328184889128 0.0010390131183277695 0.0019905776525653701 0.0010637683413481924 0.0013912232469665553 0.001011522818886279
leaf_count=410 138 277 69 97 268 207 106 342 220 131 74 134 147 759 153 267 111
internal_value=0 4.44926e-05 0.000137273 9.25843e-06 -8.87758e-05 7.97408e-05 -5.2841e-05 9.61229e-05 0.00026716 0.000666054 0.000181027 -0.000323346 0.00119581 -0.00040972 0.000276154 0.000272936 0.00192343
internal_weight=0 0.0222884 0.0203196 0.0181273 0.0170271 0.0151553 0.0138941 0.012803 0.0116161 0.00730887 0.00527432 0.00417978 0.00219225 0.0043072 0.00231662 0.00289455 0.00203455
internal_count=3910 3772 3362 2938 2841 2573 2366 2297 2191 1059 606 532 424 1132 373 398 453
is_linear=0
shrinkage=0.00388662


Tree=1386
num_leaves=31
num_cat=0
split_feature=31 52 151 4 14 47 1348 48 1213 1213 38 13 160 43 49 15 124 43 3 0 0 3 4 2 4 2 133 42 0 39
split_gain=0.000956226 0.00073132 0.000509977 0.000633193 0.000618823 0.000523158 0.000513711 0.000557492 0.000479943 0.000446957 0.000471657 0.000479383 0.000604302 0.000610111 0.000587538 0.000498195 0.000366636 0.000381089 0.000339943 0.000468974 0.000480454 0.000639796 0.000527074 0.000398868 0.000484833 0.000426588 0.000302088 0.000165479 0.000157341 0.000125181
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.40391999999999995 0.28937500000000005 -0.46879999999999994 0.096475000000000019 0.084620000000000015 -0.026004999999999997 -0.081334999999999977 0.041025000000000006 1.0000000180025095e-35 -0.083514999999999992 -1.0000000180025095e-35 0.19761500000000001 -0.094719999999999985 -0.11739999999999999 -0.048219999999999992 0.0033500000000000005 -0.088024999999999978 -0.053834999999999994 -0.070894999999999986 0.013395000000000002 -0.0021099999999999995 0.083795000000000022 0.0057500000000000008 0.091025000000000009 -0.036599999999999987 0.085465000000000013 -0.089879999999999974 0.11334500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 12 -10 14 -14 -13 -17 18 26 20 21 22 -20 -23 25 -25 -18 -28 -16 -21
right_child=1 2 3 4 5 -7 -8 8 9 -11 -12 15 13 -15 28 16 17 -19 19 29 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0011893051033677337 -0.0011769533053126589 -0.00086007639316499403 -0.00079620724805613743 -0.00044146485595427401 0.001103562517033114 6.9881129387058512e-05 0.00085468668389175855 -0.00096996701928961013 -0.00053423969159988635 -0.00087058656192101126 -0.0007698734625513539 -0.00096231493361464699 -0.00027734332307135709 -0.00049703538330038237 0.00052544697921753404 0.00071286981439211937 0.00088762752371974486 -0.00065462532666126416 -4.2527908969987022e-05 -0.0010222034619250917 0.0008049896584042739 0.00079697740983728632 -0.0013460284589243443 -0.00098635455816032313 0.00040987003260812871 0.00013158426411055148 -0.0001902679645350286 0.00045145421985262466 0.0010144662840195023 -0.00036786667744382733
leaf_weight=0.0011407729494422583 0.00103502254936949 0.0013018680437610888 0.0019461818663462074 0.0010903193265505706 0.0023302948400383263 0.0014320614086074102 0.0010598132794967787 0.0010031174850335381 0.0012857408752880994 0.0010888524272747715 0.0013488253342188719 0.0010713109377227968 0.0010655151112413108 0.0010152854684295498 0.0019565838839086247 0.0011642558691415941 0.0012343240941190547 0.0017949949219059338 0.0010848897781130977 0.0010476306925524615 0.0012001091474316281 0.0012608950157986243 0.0011658479056929063 0.001318988140537769 0.0021585250914313292 0.0011640343395722397 0.0016400051518632329 0.0013089569534985301 0.0030497504964830356 0.0010712310331655317
leaf_count=113 275 84 98 46 267 39 46 379 308 332 49 104 41 36 103 66 51 259 327 100 133 16 144 36 24 23 216 39 136 20
internal_value=0 -5.97124e-05 -3.12725e-05 -3.85792e-06 0.000451372 0.000710114 -6.78788e-05 -9.71125e-05 -5.39195e-05 -2.37882e-05 7.56548e-06 4.49379e-05 0.000314696 0.000468709 0.000630193 -6.97959e-05 -1.84297e-05 -6.72205e-05 1.29217e-07 -0.000119637 9.88648e-06 -0.000107149 -0.000717721 0.000125676 -5.66851e-05 -0.000462268 0.000328573 9.45735e-05 0.000823347 -0.000691391
internal_weight=0 0.0416952 0.0406602 0.0393583 0.00485268 0.00376236 0.0345057 0.0334459 0.0314997 0.0304966 0.0294077 0.0280589 0.00837288 0.00708713 0.00607185 0.019686 0.0186147 0.0174504 0.0156554 0.0114722 0.00935329 0.00815318 0.00225074 0.00590244 0.00464155 0.00248302 0.00418329 0.00294896 0.00500633 0.00211886
internal_count=3910 3797 3522 3438 352 306 3086 3040 2942 2563 2231 2182 624 316 280 1558 1454 1388 1129 823 703 570 471 99 83 59 306 255 239 120
is_linear=0
shrinkage=0.00134594


Tree=1387
num_leaves=17
num_cat=0
split_feature=15 158 159 157 15 133 151 13 16 47 12 12 15 1 1 2
split_gain=9.85987e-05 0.000119662 0.000134158 0.000151616 0.000130986 0.000170711 0.000155264 0.000199547 0.000289758 0.00021864 0.000286643 0.000198457 0.000311148 0.000184819 0.000218549 8.9756e-05
threshold=-0.24219999999999997 0.084965000000000027 0.073745000000000019 -1.0000000180025095e-35 -0.11739999999999999 0.10681500000000001 -0.076429999999999984 -0.10023999999999998 -0.30307999999999996 0.10783500000000001 0.093375000000000014 0.086865000000000012 1.0000000180025095e-35 0.094695000000000015 0.085410000000000014 0.089910000000000004
decision_type=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 12 13 14 -10 -4
right_child=1 -3 15 4 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0010147681029203525 -0.0018293229092305437 -0.0015275471734167102 0.00010789828132889272 -0.0013187215370273802 0.0016056893499616228 -0.001741654071249052 0.0015483868755644362 -0.0026024831183744687 0.0008293665502357735 0.0016426320775935466 -0.0026817081064332794 0.0014925776569910594 -0.0026475005371866876 0.0016686943013820496 -0.0020661391763401814 0.0021182286749669064
leaf_weight=0.0019961493116325965 0.0011743971846590864 0.0013027824824289177 0.0010037879669941843 0.0016657798629949204 0.0017346169666231379 0.001079844297928568 0.0017961124613171094 0.0010504029295097502 0.0012807527059259909 0.0016991247917648167 0.0010031231622083525 0.0017392015707672626 0.0011183054021703942 0.001374248413993806 0.0011602407330002507 0.0010731344222643102
leaf_count=317 479 346 177 208 212 427 128 88 118 54 327 502 243 49 68 167
internal_value=0 -0.000108552 -1.59029e-05 -0.00015097 -3.29552e-05 0.00010949 0.000252721 6.06921e-05 -0.000195612 7.40617e-05 -0.000273156 8.8925e-05 -0.000405898 0.000251149 -0.000546911 0.00114662
internal_weight=0 0.0212559 0.0199531 0.0178762 0.0167018 0.015036 0.0139561 0.0122215 0.0104254 0.009375 0.00767587 0.00667275 0.00493355 0.00381524 0.00244099 0.00207692
internal_count=3910 3593 3247 2903 2424 2216 1789 1577 1449 1361 1307 980 478 235 186 344
is_linear=0
shrinkage=0.00483252


Tree=1388
num_leaves=18
num_cat=0
split_feature=403 403 160 42 12 41 39 3 475 151 51 52 15 15 16 0 12
split_gain=9.84689e-05 0.000198133 0.000168959 0.00016019 0.000249306 0.000215854 0.000195286 0.000170666 0.000181558 0.000126751 0.000111439 0.00019788 0.000257464 0.000250498 0.000271966 0.000285994 0.000138141
threshold=0.088015000000000024 0.03138500000000001 -0.23073999999999997 -1.0000000180025095e-35 0.051320000000000005 0.075585000000000013 0.005105000000000001 -0.115685 -1.0000000180025095e-35 -0.083559999999999982 0.12190000000000002 -0.07984999999999999 -0.11399999999999998 0.083935000000000023 -0.094359999999999986 -0.10071499999999999 0.088485000000000022
decision_type=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 -5 -9 -10 11 16 -13 14 -14 -16 -11
right_child=-2 -3 3 5 -6 -7 -8 8 9 10 -12 12 13 -15 15 -17 -18
leaf_value=-0.0018930113934370531 -0.0012938969411982585 0.0020360539929973479 0.00027957723382830647 0.0014642243772500251 -0.0026101313701042618 -0.0016698465160090502 0.0018588816519197885 -0.0016798506524482264 -0.0011454606369475533 0.00060398216317808289 -0.00099370889273013227 0.0020923044475688619 -0.0027633622609555251 0.0013784360153802258 0.0018014793823078418 -0.001445968097540514 0.0028463575414400173
leaf_weight=0.0010082145124564726 0.0012221129724086224 0.0010433718072839762 0.0014359411292017557 0.0019466616431267287 0.0011681158069330871 0.0012115058385113722 0.0016856646769099195 0.0012688802282138931 0.00137073626919726 0.0012282308816915482 0.0011478723197266985 0.0011425899405258771 0.0012271237158932857 0.0013199717530596178 0.0010126336733540242 0.0013857605909361019 0.0011455457237758426
leaf_count=370 343 127 118 187 663 150 305 395 148 127 86 77 133 422 34 141 84
internal_value=0 6.11012e-05 -3.8419e-05 5.65094e-05 -0.00101667 0.000220003 0.000364167 0.000186682 -1.63449e-05 0.000175886 0.000364364 0.00054859 0.000105062 -0.000354064 -0.000984829 -7.4853e-05 0.00168612
internal_weight=0 0.0217488 0.0207054 0.0196972 0.00260406 0.0170932 0.0158817 0.014196 0.0122493 0.0109805 0.00960973 0.00846186 0.00608808 0.00494549 0.00362552 0.00239839 0.00237378
internal_count=3910 3567 3440 3070 781 2289 2139 1834 1647 1252 1104 1018 807 730 308 175 211
is_linear=0
shrinkage=0.00464487


Tree=1389
num_leaves=18
num_cat=0
split_feature=4 11 403 160 3 156 3 4 16 133 2 13 0 4 15 3 42
split_gain=0.000100763 0.00019157 0.000171786 0.000154564 0.000119946 0.00012489 0.000115709 0.000152588 0.000249684 0.000166485 0.00015042 0.00016819 0.000112028 0.000199748 0.000137969 0.00011014 0.000100786
threshold=0.27608500000000008 0.077165000000000025 0.088015000000000024 -0.217635 -0.12008499999999998 0.086995000000000017 -0.089974999999999986 -0.083329999999999987 -0.064504999999999993 -0.0023199999999999996 0.11891500000000001 -0.091229999999999992 -0.22384499999999996 0.0057500000000000008 -0.053579999999999996 0.10856000000000002 0.085195000000000007
decision_type=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 11 -11 13 -13 16 -2 -14
right_child=15 -3 -4 4 5 -7 7 9 -10 10 -12 12 14 -15 -16 -17 -18
leaf_value=-0.0012142021138774094 0.001277365334051403 -0.0015254559090226774 -0.0013787490540652727 0.0010576674560675867 -0.00082854104316131732 -0.001099346410473727 0.0023455154922005844 -0.001231403859078253 0.00011529222568159058 0.0015204366383462437 -0.0010469327530021864 -0.00031181377588648351 -0.00031986498813759632 0.0018044821988925125 -0.00086018222917388096 -8.2359523787008777e-05 0.0012305171597947098
leaf_weight=0.0010896004542682988 0.001479274705993793 0.001100727093693187 0.001076894908335505 0.0016415727489054134 0.0013617398578296665 0.001077400444958577 0.00104108789656987 0.0011111367481487023 0.0015455526091162049 0.0013367617101507348 0.0010297295609813517 0.0010680837392555978 0.0010677511855870644 0.0011453144476263333 0.0020010829045545428 0.0014736002056337794 0.0010121059053180143
leaf_count=330 286 212 315 89 317 328 144 412 124 92 121 40 206 23 499 155 217
internal_value=0 -9.84885e-05 -1.40686e-05 6.9771e-05 0.000154873 5.47224e-05 0.000145346 0.000252655 0.00101293 5.14107e-05 0.000215989 0.000386406 0.000145565 0.000783256 -0.000200302 0.000598809 0.000434586
internal_weight=0 0.0197065 0.0186058 0.0175289 0.0164393 0.0147977 0.0137203 0.0123586 0.00258664 0.00977197 0.00866083 0.0076311 0.00629434 0.0022134 0.00408094 0.00295287 0.00207986
internal_count=3910 3469 3257 2942 2612 2523 2195 1878 268 1610 1198 1077 985 63 922 441 423
is_linear=0
shrinkage=0.00352023


Tree=1390
num_leaves=15
num_cat=0
split_feature=1 0 159 52 50 48 4 151 2 0 16 15 15 16
split_gain=0.000109227 0.000229466 0.000157834 0.000138222 0.000141838 0.000166039 0.000177453 0.000256548 0.000146553 0.000172641 0.000207651 0.000154482 8.18475e-05 0.000207721
threshold=1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 -0.27466499999999994 0.10119500000000002 0.11930500000000001 0.40359500000000004 -0.087654999999999983 0.092745000000000008 -0.077944999999999987 -0.088144999999999987 -0.095799999999999982 0.024640000000000006 0.20277000000000003
decision_type=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 10 11 -9 13 -3
right_child=2 12 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0019720236829557586 -0.0013720413383862965 -0.0018441100877913434 0.0015620345894649579 0.0026788441016385922 -0.0013990610217098683 -0.0013530807581843861 0.0024910041452153964 -0.00056006772542983982 -0.0012457633272952022 0.0021296960478765087 -0.0015373294195442258 0.0018627099400446848 0.00089586638793421485 0.00067891703015788489
leaf_weight=0.0019911457946451749 0.0015591652358958328 0.001470974915254164 0.0019620147676988617 0.0010642990303563237 0.0012233666014696007 0.0011969480159450549 0.0011437592878890965 0.0011896691372106361 0.0017199766463970034 0.0011906483973140782 0.0015023872086775691 0.0015092707526953618 0.001817689598492378 0.0018779579012784264
leaf_count=996 209 225 384 76 242 81 219 51 117 190 258 91 570 201
internal_value=0 -0.000521928 0.000230841 3.44554e-05 0.000221244 0.000409723 0.000636116 0.00037664 3.21163e-05 0.000439745 -3.91842e-05 0.000794771 3.69187e-05 -0.00042929
internal_weight=0 0.00715777 0.0152615 0.0132995 0.0117403 0.010517 0.00932001 0.00817625 0.00711195 0.00539198 0.00420133 0.00269894 0.00516662 0.00334893
internal_count=3910 1992 1918 1534 1325 1083 1002 783 707 590 400 142 996 426
is_linear=0
shrinkage=0.00502775


Tree=1391
num_leaves=18
num_cat=0
split_feature=124 12 159 50 52 12 52 0 4 2 13 43 151 2 4 16 2
split_gain=0.000103067 0.000204691 0.000114767 0.000168483 0.00016829 0.000212336 0.000274342 0.000169092 0.000291916 0.000205544 0.000287448 0.000249979 0.000186865 0.000178704 0.000162939 2.92299e-05 8.52404e-06
threshold=0.10385500000000002 0.11655500000000001 -0.034019999999999988 0.098870000000000027 0.11401500000000002 0.10333000000000002 -0.27466499999999994 -0.077944999999999987 -0.23071499999999998 0.089910000000000004 -1.0000000180025095e-35 -0.074904999999999985 -0.0088999999999999982 0.11230000000000001 -0.00072999999999999985 0.0015250000000000001 0.10251500000000001
decision_type=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 9 -9 10 11 -8 16 -14 -12 -10 -11
right_child=-2 -3 3 -5 -6 -7 7 8 15 12 14 -13 13 -15 -16 -17 -18
leaf_value=-0.0011492969129017914 0.0013573282232595605 -0.0020679003544710008 -0.0020053482989964679 0.0019315808748296029 -0.001604616357169337 0.0021274670284297434 -0.00036954005295570174 -0.00025240641727927217 0.0027548967803002842 -0.00026108071750919986 0.0011409459487185399 -0.0033950540457982959 0.0021015699587623366 -0.00018225226892720756 -0.0011910436372165607 0.0016564089443939166 -0.00085523901192735238
leaf_weight=0.001594527347635529 0.0010908051714695879 0.0010203212673288156 0.0012873329926463778 0.0010108548004827125 0.0012299963312134487 0.0010455245426582637 0.0010666558204969045 0.0019944914259080182 0.0010067961392718873 0.0010009803344548374 0.0016035544283694581 0.0012072629816354524 0.0018740794599790417 0.0011443109952474356 0.0010143525793280261 0.00100250699824872 0.001001865064293006
leaf_count=481 49 180 329 264 236 187 315 119 277 69 156 615 235 96 59 130 113
internal_value=0 -7.81688e-05 2.29094e-05 0.000123994 1.94611e-05 0.000142393 5.88839e-06 0.000191931 0.000981758 -0.000127073 -0.000791415 -0.00197584 0.000520148 0.00123574 0.000237377 0.00220683 -0.000558291
internal_weight=0 0.0211054 0.0200851 0.0184906 0.0174797 0.0162497 0.0152042 0.0139169 0.00400379 0.00991306 0.00489183 0.00227392 0.00502124 0.00301839 0.00261791 0.0020093 0.00200285
internal_count=3910 3861 3681 3200 2936 2700 2513 2184 526 1658 1145 930 513 331 215 407 182
is_linear=0
shrinkage=0.00455379


Tree=1392
num_leaves=16
num_cat=0
split_feature=12 43 52 4 0 13 15 52 52 16 0 49 15 42 47
split_gain=0.000105607 0.000241307 0.000228003 0.000185211 0.000227954 0.000237946 0.000232529 0.000178641 0.000171371 0.000255714 0.000228274 0.000176105 0.000143827 0.000101777 6.22838e-05
threshold=1.0000000180025095e-35 -0.044024999999999988 0.11401500000000002 0.15927500000000003 -0.084304999999999977 -0.091849999999999987 0.014775000000000002 -0.016329999999999997 -0.074484999999999982 -0.19424999999999998 -0.15137999999999999 -0.045004999999999996 -0.044229999999999992 0.08401500000000002 0.091930000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 12 -1 11 -10 -11 -3 -7 -5 -12
right_child=2 8 -4 13 5 6 -8 -9 9 10 14 -13 -14 -15 -16
leaf_value=0.0029827419934770299 -0.0020117351183644243 0.00027551938672838169 -0.0023452349158229681 0.0021559655277583732 0.0016439803613897065 -0.00042782012684324227 0.00058991742940386611 0.00045916552417619451 -0.0010480631069277534 0.0023519269313629684 -0.00085268237866803736 -0.0021953625980930189 -0.0029696962738614456 0.00013617990605738133 0.00084036147639091258
leaf_weight=0.0011927853038697922 0.0017327049757241151 0.0012323555539222042 0.001188294771665461 0.0010946150978912161 0.0014945587134391767 0.0010099794844838084 0.0019384069299708262 0.0014531736857327374 0.0019127524651857972 0.0018275779635419384 0.0010104991389155967 0.0014857430662791335 0.0010712260996101879 0.0012456194172549839 0.0010193051217299853
leaf_count=195 950 70 494 91 59 282 681 179 207 74 137 131 242 74 44
internal_value=0 0.000322556 -0.000348551 -0.000101067 -0.000482763 -2.31776e-06 -0.000614439 0.00159678 -7.4646e-05 0.000396628 0.001113 -0.00107509 -0.00173616 0.00108091 -2.48795e-06
internal_weight=0 0.0111342 0.0107754 0.00958711 0.00724688 0.00551417 0.00401961 0.00264596 0.00848823 0.00577013 0.00385738 0.0027181 0.00208121 0.00234023 0.0020298
internal_count=3910 1037 2873 2379 2214 1264 1205 374 663 462 255 201 524 165 181
is_linear=0
shrinkage=0.00483252


Tree=1393
num_leaves=31
num_cat=0
split_feature=31 1429 4 1348 484 14 160 374 1374 38 39 42 376 0 1 2 2 48 48 47 47 52 12 3 3 403 1 403 484 133
split_gain=0.00080507 0.00059006 0.000574526 0.000806618 0.000712531 0.000724917 0.000573722 0.000572307 0.000600395 0.000442374 0.000540292 0.000636143 0.000544672 0.000447438 0.000722792 0.000606113 0.00042496 0.000357181 0.000471867 0.00046215 0.00068613 0.000428833 0.000390605 0.000529017 0.000392733 0.00042168 0.000287257 0.000319709 0.000285065 0.00024378
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.090050000000000005 -0.0043499999999999988 0.077685000000000018 -0.40446999999999994 0.086350000000000024 -0.094679999999999986 0.11100500000000002 0.11550500000000001 -0.10770999999999999 1.0000000180025095e-35 -0.23029999999999998 0.12811000000000003 0.10869000000000002 0.11203000000000002 0.11379500000000002 0.096835000000000018 0.086425000000000016 0.10783500000000001 -0.22901999999999997 0.10214500000000001 0.10666500000000002 -0.018854999999999997 0.088015000000000024 0.089605000000000018 -1.0000000180025095e-35 0.08264500000000001 0.084630000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 16 6 -6 8 -8 10 11 -10 13 15 17 -13 -3 18 19 21 -21 -15 23 24 25 26 27 -23 -26 -29
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 28 -27 -28 29 -30 -31
leaf_value=0.0011959571522898796 -0.0010726602577466006 -0.0012380179129755863 0.00098009731759784936 0.0011896380877700606 -0.00093676645714821252 -0.0011455574952333131 -0.00073730516448144989 -0.00094974541818876052 -0.00073278380374973851 -0.0008024925618124591 0.0010617298731789276 0.0011239141907321436 0.00093865545640110435 -0.00081444674250043877 0.00085029421532124491 -0.00023496156964052011 -9.5496676723323668e-05 -0.00074690671421772205 0.00077606302787218905 -0.0013418934131151233 0.00015091250660913513 -0.00051905251419165723 -0.00059623385751378594 0.00090387302604682596 -0.00074657280320185424 -0.00052741844600587143 0.00086356518726918817 0.00050490260784690258 0.00018968612891213181 -0.00011274884177624849
leaf_weight=0.0010389647121506465 0.0010816632921596394 0.0016015630007197293 0.0010859905148599127 0.0010014164989455834 0.0012358305937927297 0.0011143652338188028 0.0017301370865112622 0.0011227243451431548 0.0016890318426552855 0.0010105970696656632 0.0011962976633896885 0.0017870888086832645 0.0016261866935250993 0.0010843924254150218 0.0019911080868443278 0.0010059582814108126 0.0010614620212303638 0.0012857540021542482 0.0014784850416797992 0.0012440721327093554 0.0011729969696663289 0.0010503993501562742 0.0014514279535940691 0.0016820270764981169 0.0017291626506885987 0.0013562115217309314 0.0015267322351490975 0.0041605249588734083 0.0010102420071689266 0.0017930629778675211
leaf_count=113 179 496 142 48 272 97 61 30 154 31 40 33 92 162 95 35 67 56 89 87 45 468 168 39 86 180 189 207 18 131
internal_value=0 -5.13815e-05 -2.5257e-05 -5.17577e-05 -8.26835e-05 -3.30246e-05 1.01589e-06 3.39547e-05 6.63787e-05 0.000109385 0.000138808 0.000102157 0.000151751 0.00010402 4.23278e-05 0.000634494 -0.000782617 -3.07125e-05 1.36878e-05 -4.48318e-05 -0.000617439 3.73349e-05 9.59439e-05 0.000166158 6.78825e-05 0.00019788 0.000313187 0.000193216 -0.000401298 0.000318882
internal_weight=0 0.0433669 0.0422852 0.0411993 0.0401978 0.0375348 0.0364205 0.0351846 0.0340619 0.0323318 0.0313212 0.0301249 0.0284358 0.0268096 0.0240166 0.00279305 0.00266303 0.0220255 0.0207397 0.0192613 0.00241707 0.0168442 0.0157598 0.0143084 0.0126263 0.00988693 0.00853072 0.00700399 0.0027394 0.00595359
internal_count=3910 3797 3618 3476 3428 2865 2768 2496 2466 2405 2374 2334 2180 2088 2020 68 563 1925 1869 1780 132 1648 1486 1318 1279 1175 995 806 104 338
is_linear=0
shrinkage=0.00140032


Tree=1394
num_leaves=16
num_cat=0
split_feature=484 1429 156 42 1 43 160 15 42 150 4 42 1 16 42
split_gain=9.62318e-05 0.000140678 0.000177873 0.000140795 0.000155228 0.000137602 0.00019828 0.000181832 0.000244874 0.000156157 0.000219119 0.00031295 0.000254752 4.92172e-05 4.7633e-05
threshold=-0.0043499999999999988 0.084690000000000015 0.082150000000000015 -1.0000000180025095e-35 0.11113500000000003 0.16180500000000003 0.091575000000000017 1.0000000180025095e-35 0.08401500000000002 0.083205000000000015 -1.0000000180025095e-35 0.078965000000000021 0.10713500000000002 -0.43346499999999993 -0.089744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 14 6 7 9 -9 10 11 -5 -12 -14 -2
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11 12 -13 13 -15 -16
leaf_value=-0.0010954746227363793 -0.0021324578201845344 0.0017044577311994963 -0.0014966318338773888 0.0026193863279463923 0.00056016239526387123 -0.0012677653449766643 -0.0010673089740841474 -0.0015581892576587307 0.00095291965340232149 0.0021541509563286691 -0.0013814441509515092 -0.0001286793850933286 0.00024085671522341355 0.0016121438337619036 -0.00079769251192898078
leaf_weight=0.0015082829489681251 0.0010250673692696333 0.0010019288107329929 0.0014836986068809668 0.0019833310234780291 0.0012153790968161271 0.00103487042286149 0.0015762613364624931 0.0015628315427083104 0.0015335675615065769 0.0017101544630089838 0.001681847590907338 0.0014154486549655954 0.0010047860228604702 0.0010850240356137389 0.0011098964993572621
leaf_count=612 326 192 398 122 64 81 134 115 562 220 172 176 127 110 499
internal_value=0 7.31162e-05 -1.10396e-05 0.000111834 -0.000713497 0.000301382 0.000421196 0.000617094 -0.000314501 0.000941913 0.000652794 0.00147493 -8.80659e-05 0.000952825 -0.00143856
internal_weight=0 0.0204241 0.0194222 0.0179385 0.00335034 0.0145881 0.0135533 0.011977 0.0030964 0.00888059 0.00717044 0.00339878 0.00377166 0.00208981 0.00213496
internal_count=3910 3298 3106 2708 889 1819 1738 1604 677 927 707 298 409 237 825
is_linear=0
shrinkage=0.0044645


Tree=1395
num_leaves=31
num_cat=0
split_feature=31 52 151 2 151 484 4 1 43 51 1213 39 41 4 150 457 52 15 13 0 2 0 15 43 0 52 4 3 12 47
split_gain=0.000995838 0.000874368 0.000495351 0.000769532 0.000689552 0.000619692 0.000582839 0.000961031 0.000605459 0.000777491 0.00056596 0.000515193 0.00051714 0.000565872 0.000496855 0.00101612 0.000505163 0.000976024 0.000659709 0.000786921 0.000727488 0.000522799 0.000538008 0.000445406 0.000407662 0.000375431 0.000317081 0.000647911 0.000571652 0.000301941
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.40391999999999995 0.10910500000000002 -0.084874999999999992 -0.079734999999999986 -0.39075499999999991 0.084795000000000023 -1.0000000180025095e-35 0.12342500000000002 -0.081334999999999977 -1.0000000180025095e-35 0.078535000000000008 0.27608500000000008 0.086420000000000011 0.087555000000000008 0.10599500000000002 -0.029114999999999999 -0.0101 -0.23029999999999998 0.099015000000000006 -0.06402999999999999 0.090325000000000003 -0.083684999999999996 -0.11287999999999999 -0.085924999999999987 -1.0000000180025095e-35 -0.089974999999999986 0.093870000000000023 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 -7 -12 13 14 16 -16 18 -18 20 -20 21 22 23 -13 -25 -21 27 -27 -28 -10
right_child=1 2 3 4 6 10 7 8 9 -11 11 12 -14 -15 15 -17 17 -19 19 25 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0011882205225896799 -0.0011676932635961959 -0.00079725483463802596 -0.0010730203255642065 0.0012504166415646626 0.00099584070275323061 -0.0010070770052481475 -0.00085167040641083273 0.0010246151822608418 0.0005555882110948472 -0.00061347066272872646 -0.00079643445525954919 0.00033226544484639734 -0.00077253294281102959 0.00098352088525536217 -0.0012481292058179932 0.00017030246912038381 0.00035193186807681669 -0.0012036485661730317 0.00091787854194371257 -0.00069512942574005351 0.0012357840755940293 0.00084002102567971068 0.00064027600866846531 -5.9264231853883742e-05 -0.0011946404301504527 -0.00056078058733424079 -0.0010499538162234922 0.00043206314492554232 0.00025287404977875348 -0.00018520287955597111
leaf_weight=0.0011211795171966457 0.0011339256947339163 0.0013222406236774722 0.0010610907734862609 0.0011190274166210665 0.0013061834505379019 0.0010348198046752346 0.0015690049707435269 0.0014108867086866121 0.0036084240617384441 0.0018807737168344829 0.0014087383466350181 0.0013158964585859838 0.0013585110464418007 0.0010350798478512271 0.0015014415998968458 0.0019339664805571033 0.001320132097676896 0.0013814095612383328 0.0012159913246705409 0.0019395745015723396 0.0015164317045845976 0.0018258560571036159 0.0016490154433088655 0.0010599975486673598 0.0010570638814341188 0.0015981954754553671 0.0012402307782047369 0.0035291110302274886 0.0010332197198539839 0.0012363418590588537
leaf_count=113 275 84 335 44 19 345 220 149 170 43 43 84 107 96 119 38 150 244 16 131 57 41 156 31 341 149 48 198 35 29
internal_value=0 -4.58989e-05 -1.72938e-05 6.60846e-06 0.000282868 -0.00010144 0.000184543 7.53563e-05 0.000254121 9.24869e-05 -6.70233e-05 -3.3386e-05 5.68671e-06 4.61117e-05 7.48162e-06 -0.000449622 7.9907e-05 -0.000443501 0.000154405 -6.10508e-05 0.000424389 0.000246268 3.2944e-05 -0.000258787 -0.000626166 -0.000188495 -5.57171e-05 0.000122591 -0.000457855 0.000366545
internal_weight=0 0.0456026 0.0444687 0.0431464 0.0121306 0.0310158 0.0110116 0.00970543 0.00813643 0.00672554 0.0299547 0.0289199 0.0275111 0.0261526 0.0251175 0.00343541 0.0216821 0.00270154 0.0189806 0.0105563 0.00842426 0.00690783 0.00508197 0.00343296 0.00211706 0.00934033 0.00740076 0.00512731 0.00227345 0.00484477
internal_count=3910 3797 3522 3438 674 2764 630 611 391 242 2429 2084 2041 1934 1838 157 1681 394 1287 577 710 653 612 456 372 561 430 347 83 199
is_linear=0
shrinkage=0.00129368


Tree=1396
num_leaves=31
num_cat=0
split_feature=31 453 1348 14 1456 1429 4 1213 1213 11 3 13 1 12 124 0 12 483 484 1 2 12 457 1375 1 15 160 43 49 2
split_gain=0.000812137 0.000631378 0.000698243 0.000739089 0.000636359 0.000568783 0.000713026 0.00050691 0.00052478 0.000531605 0.000627258 0.000512047 0.000510626 0.000533219 0.000438017 0.000421996 0.00152445 0.000504557 0.000678016 0.000504243 0.000696239 0.000721027 0.000552078 0.000559806 0.000880962 0.000864458 0.000393904 0.000348282 0.000299982 0.000287976
threshold=-1.0000000180025095e-35 0.10097500000000002 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.041025000000000006 -0.081334999999999977 0.088315000000000018 -0.12008499999999998 -0.083514999999999992 0.08844500000000001 0.085185000000000025 -0.08231999999999999 -0.053834999999999994 -1.0000000180025095e-35 0.083960000000000021 0.084975000000000009 0.12485500000000001 0.075670000000000015 0.097345000000000015 -0.0015249999999999997 -0.43271999999999994 0.077800000000000022 0.085120000000000015 0.084835000000000008 0.083940000000000015 -0.078209999999999988 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 12 13 -12 -14 17 -17 18 19 20 21 -13 -22 -24 25 -25 29 -10 -26 -15
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 11 15 14 26 -16 16 -18 -19 -20 -21 22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.0011990972772978148 -0.00099380871822501798 -0.0011884912823171315 0.0011474030399093523 -0.0012383082699439878 -0.0010727733799680162 -0.00089186102869786286 0.0011264328506963694 -0.00091572445478731363 0.0007992267418127422 -0.00077575437190873626 -0.00071375046495609573 -0.0014294512560657539 -0.00013245176747790399 0.00044501237984041227 0.00095212837555060548 0.00040091797811214524 -0.0013019224351099733 -0.00095974536057441984 0.0011391551019723006 0.00079661231243983652 -0.00089413206698310207 -3.3471730984171134e-05 -0.00069709312993465383 -0.00087888413199677053 0.00025342766621967955 0.00056262750271563703 0.0010008344122327214 -0.00010843405709959746 0.0011600523254370262 -0.00050433513516431601
leaf_weight=0.0011129807376907266 0.0014124872293749804 0.0010294445335716764 0.0010364297877050168 0.0011059949133922489 0.0010222058185120888 0.0012839838096321823 0.0012158260818611591 0.0012594647257984639 0.0036817518699088147 0.0015630583474717233 0.0015815095856924755 0.0015262650560070494 0.001059817407320196 0.0014044115588243145 0.0031085287016030527 0.00208651156151618 0.0023987620278676123 0.0010957486290212861 0.0011504271239681793 0.0014265528559658245 0.0010913818981705967 0.0016176807586916198 0.0012366462060526846 0.0017498782473349111 0.0011322655908458934 0.0017824323994757307 0.0011597442065074404 0.0011864591034793648 0.0024524744064784443 0.0013115804176493384
leaf_count=113 347 27 54 123 151 340 165 332 132 76 214 266 36 114 161 48 153 122 47 32 55 74 14 292 29 241 25 24 73 30
internal_value=0 -6.0323e-05 -3.45946e-05 -6.23713e-05 -3.21237e-05 5.40859e-07 2.75888e-05 -6.36535e-06 2.37047e-05 5.56462e-05 9.25219e-05 1.47055e-05 0.000292424 -8.40506e-07 0.00067637 -0.000114142 -0.000509775 -5.01969e-06 6.39595e-05 -2.42947e-05 -0.000117318 -0.000711166 8.03545e-05 0.000207668 0.000364877 -0.000151486 0.000290065 0.000578016 0.000873688 -1.34373e-05
internal_weight=0 0.0461697 0.0451403 0.0441039 0.0429979 0.0415854 0.0405632 0.0393473 0.0380879 0.0368039 0.0352408 0.0303726 0.00962559 0.00545725 0.00416835 0.020747 0.00448527 0.0162618 0.015166 0.0140156 0.012589 0.00314395 0.00944508 0.0083537 0.00711705 0.00353231 0.00387574 0.00486821 0.00358474 0.00271599
internal_count=3910 3797 3770 3716 3593 3246 3095 2930 2598 2258 2182 2026 580 383 197 1446 201 1245 1123 1076 1044 340 704 649 635 533 169 156 102 144
is_linear=0
shrinkage=0.00145689


Tree=1397
num_leaves=18
num_cat=0
split_feature=2 40 4 3 51 16 51 15 15 0 0 16 52 43 4 457 0
split_gain=9.96752e-05 0.000309889 0.000260473 0.000217052 0.000147499 0.000166385 0.000158382 0.000138528 0.000188601 0.000152736 0.000263716 0.000213778 0.000199912 0.000192177 0.000172985 0.000146603 8.59712e-05
threshold=0.10910500000000002 -1.0000000180025095e-35 -0.49837999999999999 0.11476000000000001 0.12342500000000002 -0.16268499999999997 -0.032189999999999989 -0.11739999999999999 -0.10071499999999999 -0.070894999999999986 -0.082994999999999985 0.31524000000000002 -0.0066199999999999991 -0.0037249999999999996 -0.10647999999999999 0.082870000000000013 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 -3 -7 -4 -9 10 12 14 15 -14 -11 -10 -15
right_child=1 4 3 -5 -6 6 -8 8 9 11 -12 -13 13 16 -16 -17 -18
leaf_value=-0.0019888711235696694 0.0023577424765404867 -0.00050999294846405612 -0.0014001642010723079 0.0015696914078952981 -0.00125033796433264 1.4554761792241759e-06 0.0021064873775641707 0.0013356130217438444 -0.0020292791419559185 0.00015533478217449778 -0.0021701094597519699 -0.00067841960432277085 -0.00091348858440710816 0.0019986904900211916 0.0023408193710917364 -0.00011577284277961719 0.00038852475795378433
leaf_weight=0.0011533077154794987 0.0010706745652758892 0.001863706872269999 0.0013136590145272206 0.0012189025667126421 0.0011312953915481039 0.0010846186939640345 0.001165217033766707 0.0013791058452476681 0.0012077611071491393 0.0012014984207782131 0.0013174686112887579 0.0016616895210683769 0.0010540428954239215 0.00100422366342795 0.0010815548752342091 0.0013137209514973991 0.0010833413037657216
leaf_count=155 180 173 315 80 77 205 144 89 385 65 852 106 498 84 190 106 206
internal_value=0 0.000414137 -0.000174086 -3.30187e-05 1.73723e-05 0.000366015 0.00109168 -0.000176471 -4.58258e-05 -0.000220205 -0.000572568 0.000403331 -0.000200914 0.000466379 0.00119067 -0.00103232 0.0011631
internal_weight=0 0.00631551 0.0159903 0.014837 0.00524484 0.00411354 0.00224984 0.0136181 0.0123044 0.0109253 0.00698056 0.00394474 0.00566309 0.00314161 0.00228305 0.00252148 0.00208756
internal_count=3910 779 3131 2976 599 522 349 2896 2581 2492 2131 361 1279 788 255 491 290
is_linear=0
shrinkage=0.00396435


Tree=1398
num_leaves=31
num_cat=0
split_feature=156 31 1429 4 1348 14 133 133 401 11 3 376 376 160 151 157 1 15 43 12 13 49 15 3 47 150 1 160 48 15
split_gain=0.00104529 0.000989262 0.000659341 0.000684316 0.000928869 0.000821597 0.000720216 0.000633961 0.000831273 0.000670509 0.000789817 0.000680428 0.000953682 0.000673246 0.000943597 0.000647141 0.000711003 0.000708141 0.000541066 0.000682365 0.000510737 0.00056128 0.000508654 0.000432907 0.000807795 0.000391464 0.000518602 0.000454211 0.00035343 0.000501721
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.090050000000000005 0.077685000000000018 -0.26719999999999994 -0.17468499999999998 0.087020000000000014 0.088315000000000018 -0.15002999999999997 0.11605500000000001 0.048375000000000008 -0.092169999999999988 -0.010684999999999998 -0.080619999999999983 0.10113500000000002 -0.095799999999999982 0.15364000000000003 0.10129000000000001 -0.057284999999999996 0.059130000000000009 0.024640000000000006 0.11476000000000001 0.102035 0.095950000000000021 0.090540000000000023 0.087825000000000014 0.085090000000000013 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 12 13 14 -12 -15 17 -17 19 25 21 -18 23 24 -22 26 27 28 29 -19
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 11 -13 -14 15 -16 16 20 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014569464450588368 0.0012542149694944479 -0.0010512109085301685 -0.0012332862257868646 0.0010348386996031115 0.0012656308234956885 -0.0012280502690966769 0.0010017540729108721 0.0007615352484260906 -0.0012396925971329702 -0.00094072172465079189 0.00021702651250012924 -0.0011372032489435472 0.0010555390840720639 0.0007125896354953919 -0.0014569752544076929 -0.0009032543088485569 0.0010539223009624701 -0.00034902892891938632 0.00090448003883718871 -0.0012736233005520726 0.0014570333818484788 -0.00022027235248030274 -0.00086269324307563166 -0.00030123580121585902 -0.00013497747123566965 0.00079363662142647627 -0.0011199757678978302 -0.00071958531131412163 0.00076478896319137331 0.00052819368780135302
leaf_weight=0.0010403368566734286 0.0013382051047293167 0.0012708392354017209 0.0010112453973540872 0.0013491398541113355 0.0011646745155431395 0.0012268417878757978 0.0013272526503858009 0.0030649027470137568 0.0011550006707463636 0.001499047135013142 0.0013007448352544415 0.0011010332041454509 0.001808762653423667 0.0027112977716572386 0.0015863438211331507 0.0026971090688618837 0.0026762192295117782 0.0039251787165358737 0.0010783076448639415 0.0010876426640082934 0.0012551508868976491 0.0010109638954203248 0.0011368807927283342 0.0019430827386557326 0.0014673648314271759 0.0010239865674961388 0.00105219662902556 0.001702359354404992 0.0014328469929560939 0.0021374717168116675
leaf_count=197 113 146 213 164 48 119 30 85 248 63 61 18 87 203 322 198 132 363 23 136 57 32 25 47 32 34 161 132 38 383
internal_value=0 1.89751e-05 -1.60433e-05 1.25969e-05 -1.83369e-05 -5.27779e-05 -1.86042e-05 1.12236e-05 -2.1764e-05 1.45861e-05 5.30823e-05 -1.05282e-05 2.70243e-05 -3.25539e-05 -0.000702773 3.57282e-05 -3.58834e-05 -0.000221976 -8.52582e-05 -0.000171593 0.000280565 0.000704559 1.11384e-05 0.000224068 0.000598981 -6.52766e-05 -0.000151083 -4.02451e-05 0.000114045 -3.97519e-05
internal_weight=0 0.0485421 0.0472039 0.045933 0.0445839 0.0434192 0.0421924 0.0411811 0.0398539 0.0386989 0.0371998 0.0341349 0.0330339 0.0312251 0.00288709 0.0283381 0.0256268 0.0161371 0.01344 0.0123617 0.00948966 0.00368718 0.00580248 0.0046656 0.00272252 0.011274 0.0102501 0.00919786 0.0074955 0.00606265
internal_count=3910 3713 3600 3454 3290 3242 3123 2910 2880 2632 2569 2484 2466 2379 383 1996 1793 1468 1270 1247 325 164 161 136 89 1111 1077 916 784 746
is_linear=0
shrinkage=0.00145689


Tree=1399
num_leaves=17
num_cat=0
split_feature=1 0 147 15 12 159 11 3 2 0 0 2 13 160 0 150
split_gain=0.000112841 0.000189738 0.000164875 0.000165829 0.000222269 0.000172267 0.000143348 0.000146976 0.00045467 0.000137093 8.8222e-05 0.000220488 0.000141985 7.92273e-05 0.000196758 0.000161983
threshold=1.0000000180025095e-35 -0.084074999999999997 0.089245000000000005 0.024640000000000006 0.088325000000000015 0.073745000000000019 0.081005000000000008 0.086245000000000016 0.086130000000000012 -0.066689999999999985 0.18055000000000002 0.10362500000000001 -0.074599999999999986 -0.030424999999999997 -0.18087499999999998 0.083205000000000015
decision_type=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 -2 11 12 -3 -9 15 -15
right_child=2 10 -4 4 -6 -7 -8 13 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0017792250315102967 -0.00090033851648041278 0.0014848657952238823 0.0021205027143587781 -0.0026698042387579635 0.00035831469867457825 0.0017356992465516299 -0.0015722027333927016 -0.0014298511843632111 0.0033241396347806697 0.0012502894039096853 0.0012072183933833761 -0.002204139356231689 -0.00064153915886412303 -0.0021740777468752816 0.0016026337665689266 0.00030748923485915636
leaf_weight=0.0019860199682225623 0.0018750929853163546 0.001360425664935494 0.0010023212800098777 0.0010959768968145109 0.001170827705718247 0.0017184119518416372 0.0010925538355177631 0.0011067358763234836 0.0012954329885820903 0.0010972551818341607 0.0010801496142960332 0.0010906678156208938 0.0015908677004832783 0.0010619341251221215 0.0012563334988894004 0.0014571928182522953
leaf_count=996 295 220 131 185 335 310 155 53 153 99 28 282 466 51 108 43
internal_value=0 -0.000511265 0.000226133 9.26779e-05 -0.00110575 0.000319801 8.22522e-05 0.000279803 0.000934881 -0.000106425 -1.96329e-05 -0.000347489 0.000338647 -0.000292836 4.04682e-05 -0.000738612
internal_weight=0 0.00710813 0.0152301 0.0142277 0.0022668 0.0119609 0.0102425 0.00914998 0.00426778 0.00297235 0.00512211 0.00404196 0.00295129 0.0048822 0.00377546 0.00251913
internal_count=3910 1992 1918 1787 520 1267 957 802 547 394 996 968 686 255 202 94
is_linear=0
shrinkage=0.00483252


Tree=1400
num_leaves=17
num_cat=0
split_feature=51 1 47 1 3 42 42 49 15 15 52 484 13 48 16 12
split_gain=0.000103068 0.000175378 0.00019329 0.000133904 0.000145416 0.000140009 0.000149019 0.00014147 0.000102239 0.000171852 0.000134623 0.000412379 0.000125018 0.000124661 0.000106806 6.61524e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11771000000000002 0.10752500000000002 0.12046500000000002 0.091955000000000023 -0.090359999999999982 -0.085974999999999982 -0.095799999999999982 -0.088379999999999986 -0.0066199999999999991 0.073820000000000011 -1.0000000180025095e-35 0.084500000000000006 -0.083564999999999987 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 15 6 -2 -8 13 -10 11 -11 14 -9 -12 -5
right_child=1 -3 -4 4 -6 -7 7 8 9 10 12 -13 -14 -15 -16 -17
leaf_value=-0.0013244175558031676 -0.0015291253437921331 0.0016546794213457656 -0.0018538701976834162 0.0020376922349429924 -0.00023395924513277549 -0.0014752764016008242 -0.0011374796118355118 0.00041706256589237978 0.0021790419472437188 -0.0022112673805294325 0.0010813183112466131 0.0012236079171953401 0.0015826704910742574 -0.0014876745609492239 -0.00072700492859060844 0.00069065005206384879
leaf_weight=0.0010415170823697686 0.0010851363579296039 0.0011954842037659305 0.0010233746869238161 0.0012958064272106653 0.001808091779720189 0.0013165567960634209 0.0014234792249809289 0.0014022861116204091 0.0010306754673068685 0.001274305669742376 0.0011245735289371894 0.0013003817019430208 0.0019118053945603748 0.0011529071539672225 0.0012928926419814371 0.0013929808420938272
leaf_count=145 365 157 114 235 109 554 132 140 168 395 332 169 242 173 341 139
internal_value=0 5.85051e-05 -3.76974e-05 6.11032e-05 0.000707045 -0.000141811 -6.75044e-06 0.000131917 0.000304175 0.000544581 0.000300576 -0.000476436 0.000762678 -0.000442358 0.000114203 0.00133983
internal_weight=0 0.0210307 0.0198353 0.0188119 0.00449688 0.014315 0.0129984 0.0119133 0.0104898 0.00793463 0.00690396 0.00257469 0.00432927 0.00255519 0.00241747 0.00268879
internal_count=3910 3765 3608 3494 483 3011 2457 2092 1960 1647 1479 564 915 313 673 374
is_linear=0
shrinkage=0.00429114


Tree=1401
num_leaves=15
num_cat=0
split_feature=4 15 0 49 0 133 160 48 1 0 13 4 0 1
split_gain=9.36865e-05 0.00014697 0.000159235 0.000254105 0.000220026 0.000172697 0.000210722 0.000197532 0.000167273 0.000159902 0.000259864 0.000151678 0.000102425 0.000101079
threshold=0.27020000000000005 -0.11739999999999999 -0.10071499999999999 -0.006494999999999999 -0.084304999999999977 -0.085714999999999986 -1.0000000180025095e-35 0.084795000000000023 0.094485000000000013 -0.017269999999999997 -0.003375 -0.49269499999999994 -0.14070999999999997 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 -4 -6 -7 9 -5 10 -8 -11 -2 -3
right_child=12 2 4 8 5 6 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0017502684103998891 4.8250350028792877e-05 -0.0012499926282184238 -0.002157573270491083 0.00074164134213952041 0.0016135681770126564 -0.0020875648376358661 3.1068386717414847e-05 0.0018227806975291934 0.0031692702987493279 -0.00095690928345104349 -0.0031092859687970173 0.0014610112685420828 0.0019138290893921058 0.00048895205858368832
leaf_weight=0.0013322354082667678 0.0018349330653278789 0.0016086733710445333 0.0015251950110577285 0.00188685470307159 0.0012851125827260121 0.001477757400483116 0.0016279903090387063 0.0012385494553575072 0.0011576916218333233 0.001114067229821325 0.0011273546181431726 0.0015944192404733284 0.0012511714824680045 0.0017798169420720766
leaf_count=253 159 97 862 180 236 445 568 155 63 107 286 82 313 104
internal_value=0 -0.000140738 -1.76702e-05 0.000610571 -0.000385398 -9.98367e-05 -0.000369015 9.89475e-06 0.00166475 -0.000401053 -0.00125381 0.000466461 0.000804595 -0.000336606
internal_weight=0 0.0187557 0.0174235 0.00643304 0.0109904 0.00946525 0.00818014 0.00670238 0.00304455 0.00546383 0.00275534 0.00270849 0.0030861 0.00338849
internal_count=3910 3438 3185 444 2741 1879 1643 1198 243 1043 854 189 472 201
is_linear=0
shrinkage=0.00502775


Tree=1402
num_leaves=31
num_cat=0
split_feature=9 52 133 1213 133 376 376 1 45 3 48 1 130 484 0 1 12 52 150 0 49 13 16 2 3 15 43 4 12 3
split_gain=0.000865596 0.000729949 0.000803112 0.000606006 0.000699679 0.00069572 0.000993542 0.00065597 0.000757529 0.00061834 0.000599531 0.000847837 0.000662434 0.000642017 0.000617364 0.000577863 0.00058563 0.000454911 0.000557564 0.000477724 0.000430585 0.000429438 0.000443501 0.000392527 0.000401798 0.000499541 0.0004394 0.000379377 0.000349953 0.000400776
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.085714999999999986 0.11605500000000001 0.088415000000000007 0.14000500000000002 0.093765000000000015 0.30601500000000009 0.12649500000000002 0.10113500000000002 -1.0000000180025095e-35 -0.0043499999999999988 -0.17106499999999999 0.092010000000000022 -0.0089849999999999982 0.11401500000000002 0.090145000000000017 -0.23029999999999998 -0.027609999999999996 -0.10023999999999998 -0.006474999999999999 0.11680500000000001 -0.073984999999999981 -0.11739999999999999 -0.075819999999999985 -0.029114999999999999 0.093870000000000023 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -14 -13 16 -15 18 19 -18 -17 27 28 24 25 -16 -27 -21 29 -23
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 -12 14 13 15 23 20 17 -19 -20 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001273309072265996 -0.0012612366548281797 -0.0013062159115260097 -0.00081843600903037884 0.00066822539891924599 -0.0012843409996966843 -0.0010348382450955983 0.0014028221734494076 0.00086414020027325968 -0.0012116447967921763 0.0010680819666251079 -0.00087655395233501225 0.00090311124859494211 -0.0011465424616269452 -0.00087163714661658636 -0.00049617328041555962 -5.1539712928149196e-05 0.0012536759539904419 -0.00066836488400303978 -0.00054634157558498049 0.0012252601131315679 -0.0012760996388969639 -0.0009102882248307922 0.00040210772766218243 0.00090167570741698903 -0.00053689300565501691 0.00012137173818525849 0.0013595810270144338 0.00018711127646684926 0.00036604910853589004 0.00021569793361427223
leaf_weight=0.0010603870508834592 0.001045890361579759 0.0010241500841228482 0.0018488582095656228 0.0033950297602716164 0.0010870367931117278 0.0013859369743276497 0.0010658178853053526 0.0016872105617760083 0.0011833829773593143 0.0010622941201594563 0.0018096179355948641 0.0028986448961390576 0.0012116603313747079 0.0013702753944357894 0.0012811941746804223 0.0011258855033968729 0.0010448119578540952 0.0014081730104111836 0.0018505174221310492 0.0014716783621651075 0.001328767287480658 0.0020362083532701079 0.0040392859627429766 0.0011096718826385521 0.0022015291357204703 0.0015090530104364674 0.0010191329478352884 0.001517615385637325 0.0012917878566340857 0.0010006856173276901
leaf_count=121 275 229 566 216 146 27 31 97 32 71 64 70 410 60 30 42 13 239 125 25 138 267 201 99 119 61 25 17 83 11
internal_value=0 -5.76533e-05 -3.0445e-05 -1.56508e-06 3.32397e-05 -2.06581e-05 1.57449e-05 -2.36299e-05 -6.54007e-05 -2.62825e-05 -6.08682e-05 -1.44558e-05 -0.000175776 -0.000117554 0.000336297 -5.35693e-05 4.16787e-05 0.000121591 0.00019964 0.000310948 -0.000714426 0.000224222 5.48993e-05 0.000105558 -4.1413e-05 0.000244936 0.000620504 0.000698209 -0.000269096 -0.000539265
internal_weight=0 0.0473118 0.0462659 0.0452418 0.0433929 0.0399979 0.0386119 0.0375461 0.0358589 0.0346755 0.0336132 0.0318036 0.0217844 0.0206974 0.0100192 0.0194857 0.017031 0.0156608 0.0142526 0.0124021 0.00245465 0.0113573 0.00836797 0.00712058 0.00601091 0.00380938 0.00252819 0.00298929 0.00432868 0.00303689
internal_count=3910 3789 3514 3285 2719 2503 2476 2445 2348 2316 2245 2181 1777 1631 404 1221 1041 981 742 617 180 604 562 334 235 116 86 42 361 278
is_linear=0
shrinkage=0.00145689


Tree=1403
num_leaves=31
num_cat=0
split_feature=31 1429 151 4 1348 14 11 1456 1213 1374 3 38 160 13 1 40 42 1375 42 15 2 3 2 16 4 0 51 2 1 52
split_gain=0.00094233 0.00055314 0.000487176 0.000769708 0.000816944 0.00089459 0.000539213 0.000460893 0.000403026 0.000419843 0.000320484 0.000429006 0.000413411 0.000486364 0.000634889 0.000493659 0.000840629 0.000409583 0.0004409 0.000434886 0.000341156 0.000443425 0.000443154 0.000286166 0.000430084 0.000258382 0.000233591 0.000231868 0.000177234 0.000167067
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.084620000000000015 0.077685000000000018 0.079700000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.14539499999999997 1.0000000180025095e-35 -0.23073999999999997 -0.083514999999999992 0.08844500000000001 0.057150000000000006 -0.11403999999999999 -0.012944999999999998 -0.088669999999999985 -0.098459999999999978 0.099675000000000014 -0.075679999999999983 0.086875000000000022 -0.53943499999999989 0.50657000000000008 -0.089879999999999974 -0.079404999999999989 0.090420000000000014 0.087800000000000017 0.10062000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -12 14 25 16 -15 -18 -19 -20 21 22 -21 -5 -25 -14 -23 -16 -28 -27
right_child=1 2 3 23 -6 -7 -8 8 9 10 11 -13 13 15 27 -17 17 18 19 20 -22 26 -24 24 -26 29 28 -29 -30 -31
leaf_value=0.0011581353481308261 -0.0010186285347138922 -0.00085531673322586268 -0.00082028460899694305 0.001099257189677355 0.0009638407632469152 -0.0012430604501067258 -0.00099090491502212504 -0.00069562922956561827 -0.00064714617420777291 0.00057246975620552684 -0.0007292727483123022 -0.0007692526406792514 -0.00033176670816860285 -0.0012663664235804063 0.00054548135943605633 0.0008497199909967279 0.00075420435194064966 0.00048044627937652386 -0.0008654322248313988 -0.00095898324227202086 -0.00056577863315715362 0.00082097760773821834 0.00014897477053559549 -4.1294739328656864e-05 0.0010136954035900028 0.0005392637037957051 0.00047171279126897726 0.0013196133299928285 -0.0002636530069302812 -9.8269972571109589e-05
leaf_weight=0.0011319169490322514 0.0010269595041314519 0.0012293532831160183 0.0012701111283925362 0.0011125626121516463 0.0012657130849653688 0.0011831611572432612 0.0010796902284937451 0.0014140635609049259 0.001523173937151511 0.0020049935626626969 0.001094754402858277 0.0011329657103162907 0.0016880622280210922 0.0010054149477308769 0.0015615879146722023 0.0010127383873452809 0.0011064869161998567 0.0019777918692196481 0.0014654804236781576 0.0011477912123292111 0.0019405701044312718 0.0012793358080023243 0.0013895678369268971 0.0019874357997921024 0.0010172074419401156 0.0019869925890071338 0.0011823716384999671 0.0011848640341165506 0.0011030992610345791 0.0011186466928521099
leaf_count=113 179 84 315 77 47 114 90 537 48 53 233 50 145 94 44 15 27 112 119 290 205 27 201 110 160 166 51 83 100 21
internal_value=0 -6.25602e-05 -3.7682e-05 -1.1394e-05 -7.64295e-05 -0.000116507 -7.44204e-05 -4.20735e-05 -8.36307e-06 2.64615e-05 6.53502e-05 2.36426e-05 6.22875e-05 0.000101409 0.000373589 -3.90563e-05 -0.00010525 -1.25439e-05 -8.64074e-05 -0.000204318 -8.38551e-05 6.9403e-05 -0.000352217 0.000527557 0.000315867 8.37642e-05 0.000369504 0.000879454 0.000116783 0.000309625
internal_weight=0 0.0404929 0.039466 0.0382366 0.0341194 0.0328537 0.0316706 0.0305909 0.0293208 0.0279067 0.0263835 0.0243785 0.0232456 0.0221508 0.00754015 0.0146106 0.0135979 0.0125925 0.011486 0.00950822 0.00804274 0.00610217 0.00253736 0.00411721 0.00300464 0.0047937 0.00356481 0.00274645 0.00228547 0.00310564
internal_count=3910 3797 3618 3534 3187 3140 3026 2936 2621 2084 2036 1983 1933 1700 459 1241 1226 1132 1105 993 874 669 491 347 270 332 178 127 151 187
is_linear=0
shrinkage=0.00131955


Tree=1404
num_leaves=18
num_cat=0
split_feature=484 39 40 15 12 16 42 3 3 15 52 2 43 0 1 16 43
split_gain=9.79405e-05 0.000132484 0.000155372 0.000119093 0.000282151 0.000166317 0.000147213 0.000177542 0.000223237 0.000334822 0.000211297 0.000200487 0.000151308 0.00011509 0.000113252 0.0001011 9.95183e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.080519999999999994 1.0000000180025095e-35 0.086865000000000012 -0.088144999999999987 0.088915000000000008 -0.10140999999999999 -0.040669999999999991 -0.017214999999999998 -0.074484999999999982 0.113945 -0.078844999999999985 -0.065204999999999985 0.094890000000000016 -0.083564999999999987 -0.062599999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 15 -6 7 16 -9 10 -10 14 -8 -11 -12 -5 -4
right_child=1 2 3 4 5 -7 12 8 9 13 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0011931624529469985 -0.0016192939019641073 0.0019210758289154722 0.0028557526430412873 -0.00083100338239084671 0.0013300705971914866 -0.0010193436118710736 -0.0021116899275352109 -0.0016553643217315126 -0.0014057614485410979 0.0033782006609887941 0.00022208630987963934 -0.00098687095621864175 0.0002577957640508224 0.0010992311338126161 0.0023495497881702646 -0.0029491318868165458 0.00077673914172167577
leaf_weight=0.0015200937461363881 0.0010212003734892108 0.0011112904545167715 0.0010454293142418414 0.0010214781786538341 0.00176845170364337 0.0011686722303793917 0.0010874097673596594 0.0012478667114031918 0.0018475386583001185 0.0010054190981882982 0.0010356221859852965 0.0012208698726712819 0.0014941060229183298 0.0010663661941432475 0.001340983530504547 0.0010854770576432865 0.0011071180419139877
leaf_count=612 80 210 88 193 204 710 125 542 109 48 57 124 291 62 83 212 160
internal_value=0 7.7778e-05 0.000165956 6.07693e-05 -0.000572786 0.000395246 0.00029751 0.000542914 0.000237508 0.000551745 -7.73799e-05 0.000604831 -0.000740301 0.00220519 0.00142249 -0.00192224 0.00178646
internal_weight=0 0.0206753 0.0196541 0.0185428 0.00504408 0.00293712 0.0134987 0.0109172 0.00876467 0.0075168 0.00544501 0.00359748 0.00258152 0.00207179 0.00237661 0.00210696 0.00215255
internal_count=3910 3298 3218 3008 1319 914 1689 1273 1025 483 373 264 416 110 140 405 248
is_linear=0
shrinkage=0.00483252


Tree=1405
num_leaves=31
num_cat=0
split_feature=31 1429 1213 151 4 480 151 1348 14 11 3 13 15 1 49 1186 40 42 133 51 13 2 15 13 3 43 52 4 0 151
split_gain=0.00099035 0.000769036 0.000760951 0.000603146 0.000779579 0.000767412 0.000596852 0.000598885 0.000778695 0.000542446 0.000787406 0.000578234 0.00048837 0.000454554 0.000593882 0.000345893 0.000406124 0.000718151 0.000672528 0.000499313 0.000558966 0.00047955 0.00057106 0.000339726 0.000333271 0.000312991 0.00028602 0.000354035 0.000488971 0.000278285
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082704999999999987 -0.40391999999999995 0.50657000000000008 0.08456000000000001 -0.11319999999999998 0.088030000000000011 0.077685000000000018 0.088315000000000018 -0.14218999999999996 -0.083514999999999992 -1.0000000180025095e-35 0.096630000000000008 -0.088329999999999978 0.083980000000000013 0.057150000000000006 -0.11403999999999999 -0.0023199999999999996 -0.09021499999999999 0.23436000000000004 0.086875000000000022 -1.0000000180025095e-35 -0.42334499999999992 -0.0086749999999999969 -0.15426499999999996 0.084890000000000007 -0.077679999999999985 -0.10071499999999999 -0.044604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 12 13 -8 14 -12 16 17 -13 -19 -20 21 22 -21 -15 -24 -14 27 -16 -29 -23
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leaf_value=0.0012008471213490743 -0.001132304189708153 -0.0011890013777276171 -0.00089707643292046327 0.00083988851330491854 0.001105251122964735 -0.0011627664758036562 0.0013185434828105764 0.0010278909446890516 -0.001187129430286491 -0.00084527901044767018 -0.00092788423730518713 -0.0013339979020312277 0.00081644035055691031 1.3450146406364445e-05 0.0009865115808706693 0.00054670743796152838 0.00063917516682071378 -0.0011386194200438497 0.00056909931533885333 -0.001210491913803528 0.00079742967232415609 -0.00070073944012733641 -0.00063149257459133154 0.0009963083597681042 0.00041496633822762149 -0.00024526694384022338 -0.00020988389535746377 0.00077441875842348582 -0.00044785334214464612 1.3390100924836709e-05
leaf_weight=0.0012610512824121614 0.0012682078436743174 0.0010777948012422036 0.0014159201623229469 0.0017078957723644086 0.0012868504184694865 0.0010865595244777251 0.001360302095879895 0.0010677382598207599 0.0011173150848013949 0.0014304873920139008 0.0010597608553521987 0.0011524178405715171 0.0010205791731543457 0.0010198713054965225 0.001428273529739732 0.0012398466842852831 0.0010318745173520929 0.0013588756809310145 0.0018622800785678103 0.0019920925788942112 0.0010187272135966366 0.0012481736878520167 0.0014558178877752681 0.002129518812820308 0.0010113403888780794 0.0011671266865675911 0.002109320005952986 0.0011943681103658843 0.0013872511236487917 0.0074965425840836653
leaf_count=113 179 355 84 94 165 243 44 47 107 72 49 127 20 47 50 69 17 367 136 144 43 76 241 108 17 46 131 37 209 473
internal_value=0 -5.69259e-05 -2.65752e-05 1.99156e-06 3.19862e-05 -1.57359e-06 2.99157e-05 -6.14671e-06 -3.5753e-05 -1.90967e-07 3.46028e-05 -3.64898e-05 0.000659695 0.000234499 3.99245e-05 -0.000170613 -0.000215923 -0.000263371 -0.000192641 -0.000112724 -0.000202 -0.000279109 -0.000652818 0.000678028 -0.000202527 0.000250026 0.000207535 0.00042711 0.000117622 -8.85409e-05
internal_weight=0 0.0462031 0.0449349 0.0438571 0.0424412 0.0411544 0.0400678 0.0383599 0.0372922 0.0361748 0.0347444 0.0311964 0.00354801 0.0103284 0.00717897 0.020868 0.0196281 0.0185963 0.0174439 0.016085 0.0142227 0.013204 0.00445925 0.00314939 0.00246716 0.00218771 0.00611921 0.00400989 0.00258162 0.00874472
internal_count=3910 3797 3618 3263 3179 3014 2771 2677 2630 2523 2451 2341 110 631 476 1710 1641 1624 1497 1130 994 951 402 155 258 66 427 296 246 549
is_linear=0
shrinkage=0.00140032


Tree=1406
num_leaves=16
num_cat=0
split_feature=2 40 4 3 51 49 15 52 52 2 48 4 1 49 43
split_gain=9.58069e-05 0.000286208 0.000226415 0.000175784 0.000136224 0.000152264 0.000256129 0.000125264 0.000172723 0.000122105 0.000137827 0.000186654 0.000302393 0.000228544 0.000195241
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.49837999999999999 0.11476000000000001 0.12342500000000002 0.024250000000000004 -1.0000000180025095e-35 0.10701500000000001 0.071660000000000015 0.099015000000000006 0.086935000000000012 -0.0031049999999999997 0.087545000000000026 -1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 -3 8 9 10 11 12 -4 -13 -15
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 14 -16
leaf_value=-0.0023481138491898246 0.0028741426284283542 0.0023896897654355508 -0.002760910057565096 0.0017435781133015951 -0.0014779608971268333 -0.00098808800955489011 -0.00057686898471973275 -0.0016153345125927941 0.0013980281710318399 0.0012438852090568976 -0.001714703460972535 0.0020837738146216767 0.00031965589383165839 0.0010836972910291747 -0.0014074338496681863
leaf_weight=0.0011210672109784299 0.0010359366135543335 0.0016009433599962208 0.0014489672135444571 0.0012176669525877362 0.0011289218377295018 0.0012396858127886601 0.0012665784404755067 0.0013864944486402528 0.0017159404593008404 0.0011280576289071928 0.0017628467456101693 0.001429266856718292 0.0016625236043222302 0.0013768837050205651 0.0017184315851154226
leaf_count=156 177 187 607 81 76 171 156 506 567 198 238 77 369 152 192
internal_value=0 0.000506869 -0.000212098 -5.0813e-05 3.85184e-05 0.000455343 0.00107937 -0.000211126 -5.21011e-05 -0.000288478 -0.000472392 -0.000185595 -0.00111491 0.000453482 -0.000299308
internal_weight=0 0.00627207 0.0159681 0.0148471 0.00523613 0.00410721 0.00286752 0.0136294 0.0122429 0.010527 0.00939892 0.00763607 0.00311149 0.00452458 0.00309532
internal_count=3910 767 3143 2987 590 514 343 2906 2400 1833 1635 1397 976 421 344
is_linear=0
shrinkage=0.00492917


Tree=1407
num_leaves=17
num_cat=0
split_feature=52 51 52 2 39 50 159 13 13 2 13 4 0 16 4 4
split_gain=9.00962e-05 0.000145102 0.000140303 0.00025111 0.000161462 0.00020313 0.000184712 0.000192119 0.000297554 0.000301651 0.000212389 0.000210438 0.000201389 0.000158455 0.000117742 1.9678e-05
threshold=-0.24456499999999998 -0.26960999999999996 -0.081429999999999989 0.096970000000000015 0.085060000000000011 0.10119500000000002 -0.026594999999999997 -0.094679999999999986 -0.0038299999999999996 0.11230000000000001 -0.16277999999999995 0.0057500000000000008 -0.17106499999999999 -0.008734999999999998 -0.0031049999999999997 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 6 -4 10 -9 11 15 13 -13 -10 -2 -8
right_child=2 -3 4 -5 -6 -7 7 8 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00021620287796290594 -0.00070438271850125061 -0.0018502700742529324 0.0014062367299114591 0.0024978478218203506 0.001152818512145359 -0.0020130544336824344 0.00013119130857894599 -0.0022392484683862574 -0.0012409906787009364 -0.0019764821922554294 0.0018514146932731722 0.0024832872596113622 6.1361313912979362e-05 0.0007496996288665278 0.0011206148015120885 -0.0007007281849406513
leaf_weight=0.0012540277103125774 0.0014183717297545084 0.0011555757804896085 0.0013193808550787537 0.0011124034517452919 0.0016735317005061858 0.0010460727280199042 0.0010079537834064567 0.0015797543329818531 0.0019350571842980183 0.0013764543270180507 0.0013957708241442148 0.001096298483896696 0.0013633203765970464 0.0011157460007925075 0.0011195260752023253 0.0010049549634048582
leaf_count=80 270 369 306 150 279 379 46 1063 287 125 150 44 76 85 102 99
internal_value=0 -0.000774817 8.73151e-05 0.00083119 -8.33094e-05 -0.000228575 -8.71023e-05 -0.000253016 -0.000592542 -0.00021481 0.000590312 0.00022524 0.00114086 -0.000512951 0.000100666 -0.000284149
internal_weight=0 0.0024096 0.0195646 0.0036503 0.0159143 0.0142408 0.0131947 0.0118753 0.00846663 0.00688688 0.00340868 0.00551042 0.00245962 0.0030508 0.0025379 0.00201291
internal_count=3910 449 3461 522 2939 2660 2281 1975 1680 617 295 492 120 372 372 145
is_linear=0
shrinkage=0.004207


Tree=1408
num_leaves=31
num_cat=0
split_feature=31 1429 151 4 1348 11 151 158 159 124 13 403 3 160 403 3 16 40 4 48 43 51 4 16 4 47 2 1 43 15
split_gain=0.00110492 0.000605801 0.000525813 0.000694283 0.000648496 0.000561389 0.000464604 0.00051715 0.000640721 0.000453148 0.000450637 0.000473208 0.000461856 0.000498602 0.00059175 0.000430017 0.00041198 0.000664896 0.000382108 0.00054895 0.000383211 0.000315703 0.000320711 0.000310921 0.000309278 0.000301699 0.000281806 0.000250582 0.000182972 0.000152887
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.084620000000000015 0.079700000000000007 -0.11319999999999998 0.085745000000000002 0.073745000000000019 -0.087809999999999985 -0.45122499999999993 -1.0000000180025095e-35 -0.015794999999999997 -1.0000000180025095e-35 0.088015000000000024 -0.077894999999999978 -0.063614999999999991 0.028705000000000001 -0.083329999999999987 0.085790000000000019 -0.099214999999999984 0.094915000000000013 1.0000000180025095e-35 -0.53943499999999989 -0.08422499999999998 0.077735000000000012 0.11635500000000001 0.080320000000000016 -0.073684999999999987 -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=-1 -2 -3 4 5 6 -4 8 9 -8 -11 -12 13 -13 15 18 21 25 24 20 -20 22 -14 -5 -15 -18 -25 -10 -17 -24
right_child=1 2 3 23 -6 -7 7 -9 27 10 11 12 16 14 -16 28 17 -19 19 -21 -22 -23 29 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0013042090229386913 -0.0010944393448055608 -0.00093551643508974066 0.00080062123492407873 0.0012261658868810304 0.00099864958437206083 -0.0010755130899281794 -0.0010298199616377624 -0.00092276246712514199 0.00017961207784476183 0.00052737143010133194 -0.0010324583979213233 -0.00076195752272905368 0.0003046020045451749 0.00015591807630450615 -0.00062763084470221346 0.001103804982852185 -0.00060128741304206479 0.00040049547161170168 4.3985350946335625e-05 0.00058489385956218105 -0.0011357274323987245 0.00061913737645010001 -0.0002380415155272066 -0.00011465641692476862 0.001108975901218216 -0.001421253464100965 0.00075107060557078672 0.00099000588338247412 0.00033579165416682786 -0.00093142345068548016
leaf_weight=0.0012228826550158547 0.0011524401713886015 0.0013064086191172377 0.001179649722317099 0.0010191786388116242 0.0011022192935037358 0.001196597377976393 0.0011255696094432102 0.0015285807544252452 0.0017621070727364954 0.0021167625118607659 0.0012051649166715242 0.0012938199712126406 0.001439133893086364 0.0020080522426288994 0.0015911971847328852 0.0016056902910275284 0.0026028231699619792 0.0010224305477777307 0.0010041685134183371 0.0011780167941530806 0.0012749952956674342 0.0011143124040335906 0.0015265567191917739 0.0015433982315223851 0.0010620424506093597 0.0014121144132168695 0.0015250409014846422 0.0013943914507343891 0.0010445365022656566 0.0011282179009981519
leaf_count=113 179 84 78 77 47 140 36 293 155 26 748 462 28 63 243 57 117 14 24 41 253 29 36 88 13 39 182 100 123 22
internal_value=0 -7.33532e-05 -4.41632e-05 -1.43101e-05 -7.95073e-05 -0.000114648 -7.94015e-05 -0.00011242 -7.10093e-05 -0.000142811 -0.000103857 -0.000160683 -0.000113586 7.58219e-05 0.000176478 0.000315895 -0.000336583 -0.000627816 0.000118887 -0.000206776 -0.000615962 -5.49049e-05 -0.000238371 0.000542647 0.000485611 -0.000889682 0.000315617 0.000537606 0.000801107 -0.000532713
internal_weight=0 0.0414656 0.0403132 0.0390068 0.0349192 0.0338169 0.0326203 0.0314407 0.0299121 0.0267556 0.02563 0.0235133 0.0223081 0.0120625 0.0107687 0.0091775 0.0102456 0.00503737 0.00652728 0.00345718 0.00227916 0.00520822 0.00409391 0.00408762 0.00307009 0.00401494 0.00306844 0.0031565 0.00265023 0.00265477
internal_count=3910 3797 3618 3534 3187 3140 3000 2922 2629 2374 2338 2312 1564 1279 817 574 285 170 394 318 277 115 86 347 76 156 270 255 180 58
is_linear=0
shrinkage=0.00142833


Tree=1409
num_leaves=31
num_cat=0
split_feature=52 133 453 1348 1456 1374 1213 38 1 52 15 0 43 39 0 0 4 52 0 4 42 48 16 52 132 16 52 52 15 49
split_gain=0.000756254 0.000935227 0.000725039 0.000623008 0.000773475 0.000727819 0.00068362 0.000496316 0.000591074 0.000559667 0.000760204 0.000477675 0.000688494 0.000505305 0.000382449 0.000572804 0.000564912 0.00119699 0.000495461 0.000571678 0.000517266 0.000375178 0.000595709 0.000372958 0.000501821 0.000413369 0.000622987 0.000368529 0.000288822 0.000485512
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 0.088030000000000011 -1.0000000180025095e-35 -0.094679999999999986 -0.081334999999999977 0.11100500000000002 0.11198000000000001 0.11401500000000002 -0.035939999999999993 -0.017269999999999997 -0.24333999999999997 0.005105000000000001 -0.23029999999999998 -0.077944999999999987 -0.49837999999999999 0.10433000000000002 -0.082994999999999985 -0.077679999999999985 0.088235000000000022 0.11930500000000001 -0.081054999999999974 0.091210000000000013 0.080815000000000012 -0.27337499999999998 -0.062489999999999997 -0.025069999999999999 -0.089594999999999994 -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 8 9 14 -11 12 -10 21 -8 18 17 -17 19 -16 28 22 -14 24 25 -18 -27 -24 -21 -30
right_child=1 2 -4 -5 5 6 7 -9 11 10 -12 -13 13 -15 15 16 23 -19 -20 20 -22 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0011777204250603193 -0.0012357360390260255 -0.00087699725090719879 -0.0010641062919455825 0.0010688442943337974 -0.00073236403283206204 -0.00088305032100574892 0.00071045559195176996 -0.00077417532491311789 -0.00043546829730353422 0.00011188955723464613 -0.0013460512670438289 0.0013182613560694348 0.0011561065318019196 0.0013440213703728246 0.00050809280831588019 -0.0011695739797337892 0.00084303559819347014 0.00082155819326845268 -0.00089580531547914081 -0.00011454927622551177 0.00055411510872400136 -0.00019600645470976171 0.0006445719594704956 0.0012155167383082702 0.001101939605250095 0.00038762614488335452 -0.00081144471524802859 -0.00045053238792625976 -0.0011673015348014899 -7.4121724835710066e-05
leaf_weight=0.0010234052051720779 0.0010962529398289836 0.0016565414017170035 0.0010845983076706025 0.0010607253860990254 0.0019896204121465635 0.0012339794011883001 0.0018585440185709878 0.0010562291476787769 0.0016437918611558197 0.0014713369614640648 0.0011576629803768937 0.0010266953963415379 0.0018151408989681714 0.0011606492530072954 0.0028223633146149318 0.0012002291708910207 0.0011937227948521922 0.0010048591502709314 0.0012987014073821941 0.0044855384970837429 0.0014296999152044743 0.0015454300200516968 0.001156875166449467 0.0011616129466460734 0.0013438340339035904 0.0020069013698713611 0.0012891824475118781 0.0010730363669608761 0.0015748330809340905 0.0013817279734755269
leaf_count=275 229 327 36 52 64 334 54 37 16 131 210 112 99 142 262 67 21 5 284 264 101 46 42 62 58 127 174 35 123 121
internal_value=0 -7.70954e-06 2.27591e-05 5.01101e-05 2.44053e-05 6.13822e-05 0.000102517 0.000135246 0.000161852 5.95127e-05 -0.000530105 0.000451664 0.000345679 0.000535876 0.000123961 7.48462e-05 0.000331809 -0.000262215 -0.000107111 -1.95222e-05 -0.000187371 0.000368096 0.000583614 0.000519061 0.00038038 0.000164412 -8.13611e-05 0.000117606 -0.000329818 -0.000656412
internal_weight=0 0.0452803 0.0441841 0.0430995 0.0420387 0.0403822 0.0383926 0.0371586 0.0361024 0.0266808 0.002629 0.00942162 0.00839492 0.00675113 0.0240518 0.0221932 0.00920034 0.00220509 0.0129929 0.0116942 0.0088718 0.00559048 0.00404505 0.00699525 0.00583364 0.00448981 0.00329608 0.00222991 0.0074421 0.00295656
internal_count=3910 3635 3406 3370 3318 2991 2927 2593 2556 2064 341 492 380 364 1723 1669 514 72 1155 871 609 222 176 442 380 322 301 77 508 244
is_linear=0
shrinkage=0.00134594


Tree=1410
num_leaves=31
num_cat=0
split_feature=31 1429 160 1213 151 49 38 52 14 474 1374 457 484 133 0 13 47 15 13 12 2 0 0 15 42 16 16 4 3 1
split_gain=0.000835222 0.000554037 0.000454892 0.000480066 0.000364048 0.000578677 0.000484449 0.000387108 0.000349613 0.000474856 0.000368913 0.000427401 0.000377518 0.000353187 0.000393946 0.000487612 0.000479809 0.000457006 0.000787363 0.000453691 0.000496733 0.000362147 0.000437949 0.000361129 0.000335597 0.000286418 0.000262067 0.00021074 0.000157505 0.000106655
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -0.081334999999999977 -0.40391999999999995 0.10960000000000002 0.087760000000000019 -0.42985499999999993 0.077685000000000018 0.084880000000000011 -0.094679999999999986 0.088175000000000017 -0.079734999999999986 0.10681500000000001 -0.017269999999999997 -0.060719999999999989 0.081320000000000017 1.0000000180025095e-35 0.0015650000000000002 0.084100000000000022 0.10066500000000002 -0.14012999999999998 -0.089879999999999974 -1.0000000180025095e-35 -0.10298999999999998 -0.094359999999999986 -0.0083999999999999995 -0.41745999999999994 -0.078884999999999997 0.12446500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 12 -12 14 15 21 17 25 -19 27 -21 -14 23 -23 -18 -17 -27 -16 -24 -7
right_child=1 2 3 4 5 29 -8 8 -10 -11 11 -13 13 -15 19 16 24 18 -20 20 -22 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012210979117087072 -0.0010773423745410369 -0.00087366762625278298 -0.00091558609820458642 -0.00078766397957895644 -0.00078823465933970216 0.00044448551125998367 -0.0009037158080583928 -0.00065509504046555101 -0.00065360320280841958 0.00075922344958380178 -0.00079070369512371252 0.00076052288580688858 0.00099661524464579772 -0.00060622581146379368 0.00050918671671789078 0.0008461495498413603 -6.8293360328173025e-05 -0.001120903373055389 0.00031099929247633895 -0.00064928689879979436 0.0007025072482521634 -0.00065875558419379958 0.00011808440412526587 0.00038008351196630065 -0.0010958583811053362 -0.00037360149159983445 0.00051877575447313519 0.0013892670572435554 0.00072770528245121751 0.0010650636491721433
leaf_weight=0.0010240697495982878 0.0010222442521582989 0.0012202725576966047 0.0011001216169446706 0.0010523172065872713 0.0010840429612806171 0.0011108200395242842 0.0011194475172047183 0.0013929388848232796 0.0012765297792780564 0.0019680341456032027 0.0010352745916626374 0.0017130036694800168 0.0012000396465445817 0.0014042121274287491 0.0010516193819256614 0.0013429833146439418 0.0010200642297277795 0.0015029065287917032 0.0015091527287198758 0.0010414896859742839 0.0010918387637328664 0.0017036337956419789 0.001371542358839184 0.0010672328840697354 0.0016020570888725383 0.0013621221912065162 0.0012262507073594817 0.0010829515568396416 0.0021088830577134432 0.0010624635775131619
leaf_count=113 179 290 355 81 193 144 56 46 92 222 238 101 68 353 23 69 9 262 99 38 21 142 161 35 85 88 80 65 151 51
internal_value=0 -6.00912e-05 -3.25988e-05 -4.55999e-06 2.36691e-05 4.84511e-05 1.35943e-06 3.38762e-05 6.35092e-05 9.52964e-05 4.65963e-05 8.50208e-05 3.62464e-05 7.39792e-05 0.000118854 2.34476e-05 -0.000185764 6.96421e-06 -0.000403467 0.000499257 4.25621e-05 0.00029202 0.000156762 -0.000258634 -0.000696112 0.000321422 4.91653e-05 0.000955686 0.00048747 0.000747871
internal_weight=0 0.0388465 0.0378242 0.036604 0.0355039 0.0344515 0.0322783 0.0311588 0.0300748 0.0287982 0.0268302 0.0254373 0.0237243 0.022689 0.0212848 0.0170169 0.00956554 0.00694342 0.00301206 0.0042679 0.00213333 0.00745133 0.00625129 0.00277087 0.00262212 0.00393136 0.00258837 0.00213457 0.00348043 0.00217328
internal_count=3910 3797 3618 3328 2973 2892 2697 2641 2448 2356 2134 2088 1987 1749 1396 1249 692 598 361 147 59 557 489 177 94 237 168 88 312 195
is_linear=0
shrinkage=0.00140032


Tree=1411
num_leaves=20
num_cat=0
split_feature=1374 150 484 1 41 474 156 42 43 43 0 16 16 2 3 2 2 4 3
split_gain=9.66547e-05 0.000203253 0.00024095 0.000227091 0.00015895 0.000172185 0.000217509 0.000131712 0.000324078 0.000201651 0.000166089 0.000159813 0.00012878 0.000232724 0.00031315 0.000223525 0.000185072 6.55767e-05 4.03209e-05
threshold=-0.094679999999999986 0.083205000000000015 -0.0043499999999999988 0.085835000000000009 0.078535000000000008 0.084835000000000008 0.082150000000000015 -0.10770999999999999 -0.074254999999999988 -1.0000000180025095e-35 -0.070894999999999986 -0.17157499999999998 -0.19424999999999998 0.11290500000000002 0.088060000000000013 0.079395000000000007 0.11260500000000001 0.022820000000000003 -0.078669999999999976
decision_type=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 10 -10 11 -9 16 14 15 -14 -11 -5 -12
right_child=1 3 4 17 -6 -7 -8 8 9 12 18 -13 13 -15 -16 -17 -18 -19 -20
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leaf_weight=0.0010648364176084604 0.0011223762715677063 0.001001663175594191 0.0010858639180235394 0.00118542205202532 0.0010318898690693792 0.0012668685681629368 0.0010475962116343338 0.0010571824329674018 0.0011107274279556897 0.0013119802971656973 0.0010890615229106615 0.0012894950509791531 0.0010478872865562544 0.0010667158884116734 0.0012192289795689981 0.0011840335785014144 0.0012265639963053299 0.0010204204809055317 0.0010811900193793524
leaf_count=68 580 131 150 187 150 233 229 85 631 91 60 399 168 86 45 313 94 124 86
internal_value=0 5.70379e-05 -0.000136383 0.00115688 3.06247e-06 0.000118704 -2.46291e-05 0.000133698 0.000269273 -0.000293918 0.00128759 0.000413913 1.44102e-06 0.000481208 -0.000116611 0.000938191 -0.000852404 0.00200638 0.00223229
internal_weight=0 0.0214462 0.0182387 0.00320751 0.0171163 0.0160844 0.0148175 0.0137699 0.0126841 0.00816714 0.00451693 0.00234668 0.00705641 0.00451787 0.00345115 0.00223192 0.00253854 0.00220584 0.00217025
internal_count=3910 3842 3400 442 2820 2670 2437 2208 2058 1428 630 484 797 612 526 481 185 311 146
is_linear=0
shrinkage=0.00473777


Tree=1412
num_leaves=31
num_cat=0
split_feature=9 1429 160 1213 151 4 49 38 475 483 484 457 16 43 13 1 0 457 43 47 42 48 15 2 51 131 0 0 52 0
split_gain=0.000745894 0.000567826 0.000407481 0.000431985 0.000371419 0.000595844 0.000515766 0.000406033 0.000443682 0.000404318 0.000485137 0.000357545 0.000441945 0.000339755 0.000411175 0.000442969 0.000454894 0.000337525 0.000265294 0.000333976 0.000522491 0.000321832 0.000409258 0.000398968 0.00025786 0.000227285 0.000218127 0.000210901 0.000218869 0.000207499
threshold=-0.016839999999999997 -1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.11651500000000002 0.087760000000000019 -0.084444999999999978 0.091685000000000016 0.086130000000000026 -0.0034949999999999994 -0.50763499999999995 0.24789500000000006 -0.060719999999999989 0.10113500000000002 -0.089879999999999974 -0.090939999999999979 0.0041500000000000009 0.081320000000000017 -0.09602999999999999 0.086350000000000024 -1.0000000180025095e-35 0.099015000000000006 0.094915000000000013 0.089325000000000015 -0.07773999999999999 -0.082994999999999985 0.092550000000000007 -0.11208499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 11 17 29 14 15 16 -14 -10 19 20 -16 22 -22 26 -23 -17 -24 -18 -29 -13
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12 12 13 -15 18 25 27 -19 -20 -21 21 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011988040683636862 -0.0011387049401015311 -0.00089235785818419871 -0.00075765341812630122 -0.00083284396600834037 -0.00081222158789758816 0.0011595444056608512 0.0008007984230944575 -0.0009356447403208397 5.2222297013909726e-05 -0.00075828102194592595 0.0008021634837208694 0.0010674143287810666 -0.00062076138056626248 -0.00076407812674861633 -0.00078461122675631636 0.0013702808523687745 0.00080003464344250395 -0.0011214667410201068 -0.00078082938733237367 -0.00058588997975572471 0.0010778070482072182 -0.00073390096039820433 0.00011348606623390133 -0.00057923723806245476 0.00026714800626994467 0.00042134909128927823 0.00090583653326076327 -0.00030189511783625008 0.00053686380625642593 0.00019691733417565054
leaf_weight=0.0010182163067057317 0.0010169419590012043 0.0011411768509704536 0.001561242448435334 0.0010369388831303885 0.0013431755502739942 0.001001056398456073 0.0016945299065861388 0.0010048910760840348 0.0010155616256721789 0.001271325065369088 0.0018516792988974009 0.0013058946509181268 0.0013759502545518387 0.0011269985518518591 0.0012763058225207522 0.0010479941589761066 0.0014251102158704954 0.0010659025141810377 0.0011289219827507182 0.0019497077341811284 0.0014352757198503483 0.0011342430294831729 0.0017510905136011055 0.0010946844371089171 0.0010534221980833536 0.0010960491330900268 0.0012739440563152406 0.0013620563328280372 0.0012817262545303798 0.0010473641671659871
leaf_count=121 179 290 560 81 210 153 146 51 62 193 95 92 135 158 118 83 132 81 80 70 70 67 207 55 29 42 97 134 63 56
internal_value=0 -6.46578e-05 -3.52603e-05 -8.10065e-06 2.58666e-05 5.25144e-05 1.83252e-05 -2.48374e-05 5.96461e-06 4.46999e-05 8.23698e-05 2.95808e-05 8.1548e-05 1.38866e-05 5.8423e-05 0.000324261 0.000103385 -0.000548815 -0.000108339 -3.91244e-05 7.90746e-05 0.000221445 0.000407845 0.000174436 -0.000251868 0.000885181 0.000447172 0.000348265 0.000104742 0.000679983
internal_weight=0 0.0381712 0.0371542 0.036013 0.0344518 0.0334149 0.0324138 0.0307193 0.0297144 0.0283712 0.0270999 0.0252482 0.0231667 0.0208135 0.0196865 0.00758889 0.00544484 0.00208146 0.0120976 0.0109687 0.00901897 0.00774266 0.00555499 0.00411972 0.00218767 0.00214404 0.00302503 0.00406889 0.00264378 0.00235326
internal_count=3910 3789 3610 3320 2760 2679 2526 2380 2329 2119 1926 1831 1688 1540 1382 589 464 143 793 713 643 525 429 359 96 125 304 329 197 148
is_linear=0
shrinkage=0.00145689


Tree=1413
num_leaves=18
num_cat=0
split_feature=2 3 484 123 1 13 43 52 131 474 13 2 15 1 0 3 2
split_gain=9.63651e-05 0.000221279 0.000173762 0.000153986 0.000182544 0.000230218 0.000189001 0.000235766 0.00021811 0.00018563 0.000198021 0.000334748 0.000151886 0.000141302 0.000133627 0.000116986 0.000105529
threshold=0.12238000000000002 0.12566000000000002 -0.0043499999999999988 0.085810000000000011 0.13084000000000004 0.16421000000000002 -0.15648499999999999 0.11401500000000002 0.078940000000000024 0.084655000000000022 -0.074599999999999986 0.097940000000000013 1.0000000180025095e-35 0.094485000000000013 -0.084304999999999977 0.10666500000000002 0.089910000000000004
decision_type=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 10 11 14 13 16 -8 -15 -12
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 12 -13 -14 15 -16 -17 -18
leaf_value=-0.0022419794866665151 0.0026170084588872061 -0.00039320114194884746 0.0022398168920061156 -0.0019810947790671061 0.0020653642744813119 -0.0020708501012510617 -0.0010092609909131771 -0.002218122785315451 -0.0021865566071987866 0.0022815197176792351 -0.0021193059582694141 0.0030928323134659986 -0.0020323223346417575 0.0021614988634523014 0.0014083060940712504 -0.00031288894123660942 0.00020150183925122042
leaf_weight=0.0010656627905540747 0.0012228408744033989 0.0016110456322926403 0.0011312866290469304 0.001080293460330047 0.0012428041898902833 0.001468647814374279 0.0016656919891199495 0.001270687833578781 0.0010047975876254925 0.0013278409836113845 0.0011010664981879201 0.0014697062514783532 0.0013727679995757525 0.0011264113599697145 0.0010682776208799085 0.0010518758812763096 0.0011303352198986372
leaf_count=563 270 147 76 130 81 146 363 385 314 181 119 94 519 169 139 51 163
internal_value=0 0.000905724 -0.00014696 -2.63612e-05 9.47759e-05 -5.64994e-05 0.000144467 -2.99656e-05 0.000195744 0.000407317 0.000158107 0.0010393 -0.000482498 -2.62197e-08 -6.46152e-05 0.000966639 -0.000943681
internal_weight=0 0.00283389 0.0195782 0.0185125 0.0174322 0.0161894 0.0147207 0.0135895 0.0123188 0.011314 0.00998613 0.00420368 0.00578246 0.00440969 0.00273397 0.00217829 0.0022314
internal_count=3910 417 3493 2930 2800 2719 2573 2497 2112 1798 1617 596 1021 502 502 220 282
is_linear=0
shrinkage=0.00533549


Tree=1414
num_leaves=30
num_cat=0
split_feature=1213 52 160 454 150 9 1456 4 38 50 376 133 49 49 3 457 133 3 160 130 3 14 15 1 0 12 43 43 52
split_gain=0.000519029 0.000489594 0.000457607 0.000384303 0.000503057 0.000474031 0.000400904 0.000334784 0.000511662 0.000380243 0.000438601 0.000542561 0.000476324 0.00102151 0.000575544 0.000571879 0.000403648 0.000395341 0.000322608 0.000442752 0.000366957 0.000267033 0.000374085 0.000260842 0.000336422 0.000220981 0.000460718 0.000150612 0.000137482
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.40446999999999994 0.088225000000000012 -0.18357499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27608500000000008 1.0000000180025095e-35 0.09525500000000002 0.11605500000000001 -0.097724999999999992 -0.0019649999999999997 -0.045004999999999996 0.10666500000000002 0.084715000000000013 0.099765000000000006 0.090325000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.021064999999999997 -0.46637499999999993 -0.22917999999999997 0.085990000000000011 -0.15007499999999999 0.080120000000000011 -0.072649999999999978 -0.084059999999999982 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 13 15 16 23 18 -17 -14 -20 25 -9 -23 -13 -25 -21 27 -27 -16
right_child=1 2 3 -5 5 6 7 21 -10 -11 -12 12 14 -15 28 17 -18 -19 19 20 -22 22 -24 24 -26 26 -28 -29 -30
leaf_value=-0.00067790702659511332 -0.00071542830843761881 -0.00073680618380681092 0.00088396902753682565 -0.00069454398345493191 0.000816398828498667 -0.00073547217671311965 -0.00081034073069076061 -0.00010280364149240866 -0.0007336589626101268 0.00060036120416267092 -0.00072012214312142889 -0.00065758185952245556 -0.00034864512921088106 -0.0010619090281821183 0.0010742142014505611 4.8867814727283066e-05 -0.00057103680186732495 0.00094286305576856571 -0.00038760827747775405 0.0010033365398846434 -4.202340012711612e-05 0.0010545525666714661 0.00017697046671636698 -0.00049461093153240897 0.00039040166901883964 0.00038195782394655203 -0.00027152975597623995 0.0010249767449195014 0.00046367602534461751
leaf_weight=0.0018032952444366193 0.0014066212739589625 0.0011597676712122298 0.0011598344210597125 0.0010226951522369623 0.0012066594987305548 0.0010436948205305155 0.0011152818072430728 0.0013004253084680784 0.0014065802881439984 0.0017252807146558849 0.0012533166770367634 0.0015240543569561282 0.0014245246918924712 0.0015443396642184082 0.0012499081609576032 0.0016696751123923548 0.0011965477542771339 0.001411242010437519 0.0012415425172369616 0.0014831890485424914 0.001893778596050672 0.0013618594392704186 0.0016743468676820852 0.0012207922417815098 0.0014563599882186917 0.0010231518763541558 0.0010147837952390023 0.0012528406373659732 0.00104873287727969
leaf_count=592 345 273 28 42 125 233 234 55 54 228 11 83 207 100 29 60 319 32 102 24 65 170 121 26 118 61 121 36 16
internal_value=0 4.63607e-06 3.19477e-05 5.67651e-05 7.87794e-05 5.11029e-05 2.27207e-05 4.78479e-05 -3.38491e-06 3.6507e-05 -3.98607e-06 3.54305e-05 7.89887e-05 -0.00014334 0.000231953 5.14629e-05 0.000108903 0.00045837 0.000196068 0.000294175 0.000421124 0.000368667 0.000570601 -0.000246939 -1.31677e-05 0.000604849 0.000425246 0.000735913 0.000795662
internal_weight=0 0.0384918 0.0370852 0.0359254 0.0349027 0.0337429 0.0325362 0.0314926 0.0271559 0.0257493 0.0240241 0.0227707 0.0216555 0.00882646 0.012829 0.00728212 0.0105304 0.00308092 0.00933381 0.00790929 0.00666774 0.00433663 0.00303621 0.00420121 0.00267715 0.00477397 0.00329078 0.00227599 0.00229864
internal_count=3910 3318 2973 2700 2658 2630 2505 2272 1926 1872 1644 1633 1399 419 980 319 935 92 616 409 307 346 291 227 144 242 218 97 45
is_linear=0
shrinkage=0.00124344


Tree=1415
num_leaves=31
num_cat=0
split_feature=31 52 133 401 453 1348 14 1456 375 38 13 403 2 1374 122 39 133 42 3 1 12 47 4 133 1375 12 160 42 51 48
split_gain=0.00107218 0.000987343 0.0010978 0.000955987 0.000791111 0.000948191 0.00106791 0.000924252 0.000719988 0.000647172 0.00128735 0.000703101 0.000674967 0.000669647 0.00057174 0.00100238 0.000737747 0.000577534 0.000557904 0.000688125 0.00122559 0.000808778 0.000830779 0.000635311 0.000567976 0.000658497 0.000547412 0.000532477 0.000448808 0.000446825
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 0.10072000000000002 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.083605000000000013 0.12641000000000005 -0.26418499999999995 -0.088854999999999976 0.097940000000000013 0.086000000000000007 0.09197000000000001 0.084535000000000013 0.091545000000000015 0.085935000000000025 -0.15464999999999998 0.10752500000000002 0.099370000000000014 0.087850000000000025 -0.34687499999999999 -0.091614999999999988 -0.089714999999999975 -0.0089849999999999982 -0.089989999999999987 0.060615000000000009 0.12342500000000002 0.11904500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -12 -9 14 15 16 18 -18 27 20 21 22 -20 -24 -25 -26 -27 -13 29 -21
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 11 13 -14 -15 -16 -17 17 -19 19 28 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0010960067926403629 -0.0012264153658871155 -0.0011958613196121055 -0.00086300824611573236 -0.0012911930941675808 -0.001099532672729992 0.001318835734664181 -0.0011349558766735523 1.8620493558812318e-05 -0.0010383102168177879 -0.00094273652939274005 -0.00078479174125408986 0.00014485260422283995 0.0012102321724400567 -0.0007585468301322556 -0.00082968850750881804 0.00084214468567319451 6.3120327423249462e-05 -0.0013231990837754711 -0.0009672399567997622 0.00068744226213867331 -0.0012062663876316799 -0.00085671053290567673 -0.00057942910800956279 -0.00056817109922775797 -0.00066293452130190085 -0.0003368936840929669 0.00056686493747121615 0.0012337670577197038 -0.00016937038362487919 -0.00024374126519196378
leaf_weight=0.0014854198428421164 0.0012899106521042638 0.0014402982906427933 0.001938271345614139 0.0010287435750942478 0.0011232003337511278 0.0010330126319910695 0.0014191931281621875 0.0012309768248672795 0.0010132683680001966 0.0010388504132947665 0.0017032662548123181 0.0016898841107994963 0.0028660798933470844 0.0015915437050981742 0.0010897678371293287 0.0035342069412115365 0.0010330704769549994 0.0011508063131020485 0.0011752051136610748 0.006105136684854795 0.0015486795370900355 0.0016657027112788594 0.0016761641163893773 0.0012578993379399614 0.0010153618516746095 0.0013678649688277913 0.010802110262234913 0.0015686903844880362 0.0020448862907755938 0.001102016023168062
leaf_count=113 275 229 306 192 27 44 97 30 41 21 464 55 114 91 12 204 47 181 53 120 99 109 134 49 34 157 542 23 26 21
internal_value=0 -6.19062e-05 -3.56703e-05 -5.73113e-06 1.8407e-05 4.18067e-05 1.67408e-05 4.86582e-05 8.45219e-05 0.000108098 0.000131217 6.27152e-05 0.000852208 9.75671e-05 0.000131778 0.000158826 9.02254e-05 -0.000667409 0.000140334 8.24435e-05 -5.50186e-05 3.90154e-05 0.000125286 0.000204938 0.000295965 0.000378405 0.000465285 0.00066906 0.000387156 0.000545059
internal_weight=0 0.0585441 0.0572542 0.0558139 0.0547851 0.0536619 0.0526289 0.0512097 0.0492714 0.0482582 0.0472193 0.0431223 0.00409706 0.041419 0.0398275 0.0387377 0.0352035 0.00218388 0.0330196 0.029761 0.020509 0.0189603 0.0172946 0.0161194 0.0144432 0.0131853 0.01217 0.00325857 0.00925204 0.00720715
internal_count=3910 3797 3522 3293 3101 3074 3030 2933 2627 2586 2565 2421 144 1957 1866 1854 1650 228 1422 1344 1177 1078 969 916 782 733 699 78 167 141
is_linear=0
shrinkage=0.00134594


Tree=1416
num_leaves=31
num_cat=0
split_feature=31 1429 133 1365 1213 133 376 1374 447 1374 1456 3 403 2 2 1375 475 16 13 43 12 3 43 160 49 15 4 13 0 15
split_gain=0.000912199 0.000646738 0.000566791 0.000545531 0.000529069 0.000449237 0.000681049 0.000494175 0.00060059 0.000676569 0.000656075 0.000611831 0.000736794 0.000663579 0.000609705 0.000602594 0.000437319 0.000567434 0.000692978 0.000574921 0.000555061 0.00058193 0.00041861 0.000366882 0.000358354 0.00049598 0.000455681 0.000387507 0.000295737 0.000271288
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.16268499999999997 0.11605500000000001 0.087785000000000016 0.08840000000000002 -0.094679999999999986 -1.0000000180025095e-35 0.084925000000000014 -1.0000000180025095e-35 0.083795000000000022 0.12238000000000002 -0.012944999999999998 -0.083344999999999989 0.24895000000000003 0.16421000000000002 -0.17307499999999998 0.092365000000000017 -0.015794999999999997 0.12512500000000001 0.089480000000000018 0.092185000000000017 -0.12507499999999996 0.25367000000000006 -0.26418499999999995 -0.10071499999999999 0.084360000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -11 12 -12 -13 16 -15 -14 18 19 -18 21 23 24 29 26 -26 27 -17 -20 -21
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leaf_value=0.001363930379601902 -0.0012521908347054415 -0.0011989678815364374 -0.00080764295871559716 -0.0011098904731265599 0.0010458034020727014 -0.00091810577824371915 -0.0011479137552334599 -0.00097320865614525958 0.0012560068668879282 -0.00093486069812728648 -0.0011368135013233233 0.0015769164763581446 -0.0009449570009462142 0.0014215775707427827 0.00107114182642982 3.5120769145814655e-05 0.001137693099437888 0.00076225807814122963 -0.00018338280376929139 0.00085045547413496335 -0.00076485953318523414 -0.00053181992351541919 0.0010984950677188343 -0.00041989488157284047 -0.00020947693253772843 0.0013029506499277761 0.00065442148923791524 -0.00098184027018199818 -0.0012902279841692436 2.8754891912918084e-05
leaf_weight=0.0011382626202958148 0.0011141296477253917 0.0010149587276303265 0.0018156497978680788 0.0010838473655057071 0.0011240747020810895 0.0016453798286910617 0.0011742785569970318 0.0010893797767899107 0.0010927788602319568 0.0014048108561635067 0.00131170637861766 0.0012048112609467374 0.0011297095838309614 0.0011130725131298655 0.0014414561613175772 0.0019082571982416158 0.0012075544644289922 0.0024901757212756328 0.0010506849793650019 0.0034165444403442165 0.0019678520621939097 0.0021521810103473232 0.0010819670031878559 0.0010462994989874908 0.0010318252606822398 0.0011294903183625138 0.0012038600360777529 0.0018210174112933668 0.0014005583427068044 0.001412243669790314
leaf_count=113 179 237 571 73 54 62 27 85 102 279 551 27 182 13 145 54 24 108 20 258 176 114 13 74 30 27 64 68 71 109
internal_value=0 -6.63273e-05 -3.48449e-05 -5.99276e-06 2.4018e-05 6.37007e-05 3.38057e-05 7.26177e-05 0.000105484 6.8034e-05 0.000118857 0.000167357 5.73058e-06 0.000475798 8.58087e-05 0.000332988 3.58507e-06 6.99609e-05 -5.6299e-05 0.000109886 -1.42881e-05 0.000169711 0.000184795 0.000426699 4.54482e-05 0.000580908 -0.000189149 -0.000461465 -0.000815797 0.000610138
internal_weight=0 0.0430806 0.0419664 0.0409515 0.0398676 0.038052 0.0369279 0.0357536 0.0346642 0.0335715 0.0319261 0.0305213 0.020027 0.0104943 0.0187153 0.00928949 0.0172738 0.0161441 0.0136539 0.0112027 0.00999512 0.00802727 0.00817642 0.00587509 0.00709445 0.00216132 0.00493313 0.00372927 0.00245124 0.00482879
internal_count=3910 3797 3618 3381 3308 2737 2683 2656 2571 2469 2407 2128 1832 296 1281 269 1136 954 846 755 731 555 256 441 243 57 186 122 91 367
is_linear=0
shrinkage=0.00157699


Tree=1417
num_leaves=31
num_cat=0
split_feature=31 52 1213 151 1348 14 1456 4 14 15 2 12 13 133 16 160 147 51 40 52 3 49 12 3 13 0 13 48 16 457
split_gain=0.000856604 0.000694266 0.000508633 0.000514677 0.000539393 0.000884165 0.000566042 0.000450834 0.000506342 0.000459572 0.000454316 0.000453988 0.00050269 0.000366602 0.00034443 0.000329625 0.000296727 0.000321724 0.000447787 0.000289698 0.000244478 0.000247586 0.00043887 0.00022584 0.000239133 0.000346329 0.000357476 0.000223659 0.000193655 0.000108786
threshold=-1.0000000180025095e-35 -0.51745999999999992 -1.0000000180025095e-35 -0.40391999999999995 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 0.27608500000000008 -0.46879999999999994 -0.095799999999999982 0.10066500000000002 0.10673000000000001 -0.45122499999999993 0.099765000000000006 -0.096824999999999981 -0.217635 0.085530000000000009 -0.40274499999999996 0.0034800000000000005 -0.11271999999999999 -0.15002999999999997 -0.14091999999999996 0.092365000000000017 -0.089974999999999986 0.0015650000000000002 -0.083934999999999996 -0.083514999999999992 0.11379500000000002 -0.070594999999999977 0.018630000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 12 -11 15 -8 -14 17 -17 19 -19 -21 -22 23 -23 25 26 -25 -10 29 -28
right_child=1 2 3 4 -6 -7 7 8 27 11 -12 -13 13 -15 -16 16 -18 18 -20 20 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0011987698351972617 -0.0011943523973362449 -0.00077070621273089693 -0.00089033938118685994 -0.00084720234469130319 0.0010321270708885224 -0.0012386577898816232 -0.00028097492322474163 -0.00031658451719616216 0.0010629165848501814 0.00097483212908359366 0.0002554224259472981 -0.00054188392005944058 -0.00048707650647304349 -0.00057733374826185902 -0.0011821575871310455 -0.00048853423830653162 -0.00047012382904949786 -0.00031812715541371496 0.0011600021901159799 0.00094320900692795146 0.00090813871643637503 -0.00021601749032133615 -0.00064257778739015164 0.00095553415084180559 0.00097313993377387282 -0.00033593696259704228 -0.00042117092678170076 0.00028585888984635887 0.00058405691877449041 0.00022634313513004585
leaf_weight=0.0010882068458082919 0.0010314355867279681 0.001740238333215848 0.0012218786584843313 0.0013431311233874079 0.0010308012077007147 0.0010873534126227815 0.0020050196093810702 0.0010946973114727143 0.0020513684798044709 0.0013798827368418599 0.001567297908679155 0.0019899733664098798 0.0014541741428670809 0.001449095084026685 0.0014210359824083285 0.0010635357438406592 0.0011836061269079315 0.0016128243480739652 0.0011207868166991384 0.0010991235168802292 0.0010249490666129927 0.001472086475636283 0.0011165959252799071 0.0017810617488555032 0.0011448082652876224 0.0014090583903408234 0.0010043627540863298 0.0011244707031359269 0.0013957571527494156 0.001031099107422051
leaf_count=113 275 587 84 278 47 102 80 46 251 27 101 168 181 313 148 62 65 95 20 34 36 94 105 179 29 178 96 37 67 12
internal_value=0 -6.02296e-05 -3.0555e-05 3.62874e-06 3.35898e-05 4.53605e-06 4.39012e-05 8.01736e-05 0.000504693 1.7063e-05 -0.000369076 9.83062e-05 0.000156898 0.000101472 -0.000654761 0.000153479 0.000206829 0.000256058 0.000308113 0.000240358 0.000312539 0.000251626 0.000186642 0.000286867 0.00038219 0.000280017 0.00044653 0.000787783 0.000182319 -9.31613e-05
internal_weight=0 0.0404515 0.0394201 0.0376798 0.036458 0.0354272 0.0343398 0.0329967 0.00427054 0.0287261 0.00499335 0.0237328 0.0217428 0.0203629 0.00342606 0.0189138 0.0174597 0.016276 0.0152125 0.0140917 0.0124789 0.0113798 0.0103548 0.00923823 0.00776615 0.00662134 0.00521228 0.00317584 0.00343122 0.00203546
internal_count=3910 3797 3522 2935 2851 2804 2702 2424 334 2090 329 1761 1593 1566 228 1253 1072 1007 945 925 830 796 760 655 561 532 354 288 175 108
is_linear=0
shrinkage=0.00140032


Tree=1418
num_leaves=18
num_cat=0
split_feature=51 1 123 13 43 131 14 52 4 47 1 1 52 3 15 12 16
split_gain=0.000110205 0.000187871 0.000146956 0.000183827 0.000195343 0.000223314 0.000174659 0.0001229 0.000146105 0.000299139 0.000314153 0.000147398 0.000175953 0.000135573 0.000102005 0.000129661 6.24192e-05
threshold=-0.40274499999999996 0.12730000000000002 1.0000000180025095e-35 0.17936000000000002 -0.17307499999999998 0.08844500000000001 -0.13131999999999996 -0.11051499999999999 -0.23071499999999998 0.09252500000000001 0.094695000000000015 0.089175000000000018 0.084240000000000023 0.086245000000000016 -0.0063699999999999989 0.084100000000000022 -0.062279999999999995
decision_type=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 11 12 14 -12 -10 -16 -3
right_child=1 16 -4 -5 5 -7 7 8 9 -11 13 -13 -14 -15 15 -17 -18
leaf_value=-0.0013928961417212162 0.0017721078358142026 0.0020392627282253693 0.0011550377121298239 -0.0017548207158819987 -0.0017619678526039355 -0.0020351962175551692 -0.0011260891077108303 -0.0010398268374990092 3.0260315096637206e-05 -0.0017990138282847775 0.0032226215751050571 -0.0011929267923418735 -0.0010443359739134969 0.0011462563625706087 0.0025373469371751693 0.00055940522371114381 0.00057991554367993253
leaf_weight=0.0011031318974340501 0.001066456255656374 0.0010733751849500428 0.0017287307516543607 0.0014108676501113906 0.0010942867879517601 0.0012219257112030526 0.0014657904283758251 0.0015371756827358652 0.0015997930351488148 0.0010702413157136501 0.0010821022126643598 0.0012584962409218914 0.0011528707804147539 0.0014895471900326918 0.0012086644117486212 0.0014567661458310399 0.0012817919690494275
leaf_count=145 73 209 228 162 78 427 419 80 390 134 116 173 713 91 87 274 111
internal_value=0 5.28473e-05 -8.86464e-05 -0.000207332 -7.6628e-05 -0.000202708 -4.73802e-05 9.34642e-05 0.000244245 0.000435537 0.000694128 0.000183455 0.000503156 0.00201995 0.000921437 0.00145632 0.00124502
internal_weight=0 0.0221989 0.0198437 0.018115 0.0167041 0.0156377 0.0144157 0.0133214 0.0118557 0.0103185 0.00924824 0.00667659 0.00541809 0.00257165 0.00426522 0.00266543 0.00235517
internal_count=3910 3765 3445 3217 3055 2982 2555 2477 2058 1978 1844 1637 1464 207 751 361 320
is_linear=0
shrinkage=0.0044645


Tree=1419
num_leaves=31
num_cat=0
split_feature=9 52 133 160 1213 124 3 1374 484 376 403 1456 1 11 157 4 2 2 132 1375 52 403 43 42 43 15 16 150 16 13
split_gain=0.000762381 0.000702268 0.000859567 0.000640932 0.000616463 0.000514207 0.000525463 0.000547979 0.000517147 0.00054231 0.000482096 0.000416247 0.000511849 0.000541879 0.000478098 0.000510439 0.000782306 0.000717237 0.000474639 0.000443506 0.000441688 0.000553735 0.000461781 0.000379822 0.000368279 0.000421045 0.000364138 0.000345662 0.000337183 0.000236469
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -0.089794999999999986 0.30601500000000009 0.086000000000000007 -0.079734999999999986 0.11605500000000001 -0.084084999999999979 -1.0000000180025095e-35 0.11235500000000002 0.082245000000000013 -0.08237499999999999 -1.0000000180025095e-35 0.086915000000000006 0.11708 0.087875000000000023 -0.43271999999999994 -0.088354999999999989 0.088015000000000024 -0.06372499999999999 0.091735000000000025 0.0016850000000000001 0.024640000000000006 0.062650000000000025 0.085200000000000012 -0.42360999999999993 -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 8 -7 10 -10 -12 13 14 -13 18 -17 19 20 -18 22 23 -16 24 25 26 -22 28 -21 -14
right_child=1 2 3 4 5 6 -8 -9 9 -11 11 12 29 -15 15 16 17 -19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010796427366861917 -0.0011514011075887179 -0.0011933700124878808 -0.00089986831519036183 -0.00073176805384443384 -0.00082324638597176759 -0.00070616355226043865 0.00094886605951159263 -0.00082813371570166362 -0.00067752855711705501 -0.00072612866153104461 -0.00058100992959052213 -0.00071384052560239297 0.00089373986189407028 -0.00072584982369309115 0.00026734225937706573 -0.00078765207260493488 -0.00041807514481205261 -0.00064393492773511267 0.0012117031573215505 0.00069313115087820136 0.00098323705045546194 -0.00048661942251520857 -0.00090228689925248733 -0.00022321818105007298 0.0010571793537152011 -0.00020117948505052536 8.9256267302135532e-05 0.0010237823190203396 -0.00023090638953377079 0.00036182404219606957
leaf_weight=0.0010882790128043931 0.0010440531823423518 0.0011310128316553416 0.0014036136033297999 0.0018667441149798894 0.0011619384690333403 0.001433016078676296 0.0012362189634700363 0.0012256543037412184 0.0012262774744298257 0.0013258537897187219 0.0012467183156233399 0.0010617780514903244 0.0022662959412843575 0.0012932303866355346 0.0015400160160288223 0.0019616180941590816 0.0010123054792501307 0.0015432499346985651 0.0011323454208831416 0.001579090574722386 0.0023821671100034865 0.0010595145374612267 0.0010142078390011884 0.0010295036694678572 0.0026155104161631471 0.0013723832911409772 0.0012630183037032339 0.0018176106810310344 0.0013079185095538071 0.004561433380215473
leaf_count=121 275 229 290 534 49 326 135 86 397 26 179 119 110 48 95 91 10 55 29 37 106 68 54 49 51 74 16 50 64 137
internal_value=0 -6.0102e-05 -3.4822e-05 -5.00055e-06 2.45288e-05 5.92436e-05 8.51985e-05 5.73004e-05 8.65954e-05 0.000118496 0.000151158 0.000181896 0.000211793 0.000122547 0.000168856 0.000210271 -3.34747e-05 0.000170296 0.000377907 0.000390092 0.000300999 0.000431857 -0.000197083 0.000544195 0.000647699 0.000434249 0.000673482 0.000563988 0.000274509 0.00053838
internal_weight=0 0.0461143 0.0450702 0.0439392 0.0425356 0.0406689 0.0395069 0.0382707 0.0370451 0.035612 0.0342862 0.0330599 0.0318132 0.0249855 0.0236922 0.0226305 0.00922179 0.00726018 0.0134087 0.00571693 0.0122763 0.0097221 0.00255422 0.00866258 0.00763308 0.00501757 0.00364519 0.00470462 0.00288701 0.00682773
internal_count=3910 3789 3514 3285 2995 2461 2412 2277 2191 1865 1839 1442 1263 1016 968 849 307 216 542 161 513 364 149 296 247 196 122 151 101 247
is_linear=0
shrinkage=0.00134594


Tree=1420
num_leaves=18
num_cat=0
split_feature=15 158 147 11 3 457 156 133 42 12 42 3 43 3 0 52 42
split_gain=0.000110584 0.000151544 0.000122594 0.000149206 0.000223125 0.000197942 0.000163201 0.000178611 0.000217972 0.000224544 0.000137498 0.000140537 0.000244654 0.000269402 0.00026576 0.000327053 0.00010085
threshold=-0.24219999999999997 0.084965000000000027 0.08955500000000001 0.081005000000000008 -0.12008499999999998 -0.066264999999999991 0.085790000000000019 -0.090054999999999982 -0.09602999999999999 0.10595000000000002 -0.082904999999999993 0.13772500000000001 -0.074254999999999988 -0.077894999999999978 -0.10071499999999999 -0.0025949999999999997 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 16 -6 7 -7 -9 10 -10 12 13 -12 15 -14 -2
right_child=1 -3 -4 -5 5 6 -8 8 9 -11 11 -13 14 -15 -16 -17 -18
leaf_value=0.00095433617423788678 0.0020556502752103888 -0.0015050327399092731 0.0013985605348247427 -0.0016816240597559956 -0.0019219282258923494 -0.0014081147184074321 -0.0017206254450112281 -0.0014230152417356366 0.0021461963698157626 -0.0013788584614293515 0.00020307734085831506 0.0017309983546633457 -0.0011119188423984066 0.0029449444134874501 -0.0018995732351263248 0.0016991810260717072 0.00025731854639105727
leaf_weight=0.0019832883291442801 0.0012690349321648987 0.0013345890917291761 0.0010742842831806812 0.0010277457768370626 0.0011212600566438699 0.0013477036466428222 0.0010026715769189684 0.0012981105747793967 0.0010105592709088495 0.0011228996821971435 0.0017648122988748738 0.0013779465947987291 0.001481705992356197 0.001053924234399207 0.0014458766918898896 0.001569196458007017 0.0010487958043405854
leaf_count=317 89 346 131 175 255 416 293 158 173 165 304 81 55 168 657 68 59
internal_value=0 -0.000104952 -1.1603e-05 -9.15786e-05 -3.58491e-07 -0.000184975 -5.04309e-05 7.38688e-05 0.000238592 0.000437813 0.000648029 0.000473877 0.000237086 0.00122826 -0.000384216 0.000333938 0.00124192
internal_weight=0 0.0213511 0.0200165 0.0189422 0.0179145 0.0155967 0.0144754 0.0134727 0.012125 0.0108269 0.00970402 0.00869346 0.00731552 0.00281874 0.00449678 0.0030509 0.00231783
internal_count=3910 3593 3247 3116 2941 2793 2538 2245 1829 1671 1506 1333 1252 472 780 123 148
is_linear=0
shrinkage=0.00429114


Tree=1421
num_leaves=18
num_cat=0
split_feature=51 124 12 376 48 1 160 42 47 160 42 2 2 16 15 2 3
split_gain=9.83317e-05 0.000174928 0.000211015 0.000192508 0.000154966 0.000192503 0.000204693 0.000186921 0.000177369 0.000179613 0.00013948 0.000112704 0.000207256 0.00019202 0.000151876 0.000177768 8.62666e-05
threshold=-0.40274499999999996 0.0049200000000000008 0.11655500000000001 0.048375000000000008 0.12675000000000003 0.10752500000000002 -0.092169999999999988 -1.0000000180025095e-35 0.084155000000000021 -1.0000000180025095e-35 0.091955000000000023 0.097940000000000013 0.10869000000000002 0.057390000000000004 -0.095799999999999982 0.086915000000000006 -0.078884999999999997
decision_type=2 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 -7 11 13 -13 14 -9 16 -16
right_child=1 -3 -4 -5 -6 8 7 10 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=-0.001415456938848847 -0.0020854794759908534 0.0019057176433738721 -0.0021192265018630829 0.0019319772068123245 -0.0016617699456058469 0.00047027497499751238 -0.001526096109267315 -0.00080602534698961514 -0.00028051770173450881 0.0030447737465966614 -0.0012584049428872768 0.0023715123900461274 -0.00040596285447103028 -0.0016373435558076413 -0.00099939897668836547 0.0019731679054791401 0.00089979191318577281
leaf_weight=0.001072567218065478 0.0011851373818790164 0.0010880228046801213 0.0010437001823365424 0.0011684386077267508 0.0012499024003078665 0.0011979320353199263 0.0016136256532589327 0.0015540827099004813 0.0015314852165499993 0.0012357480768258036 0.0012863542335271464 0.0015112013261937562 0.001003503332197786 0.0011924690495170864 0.0010243004237566718 0.0019413762780678689 0.0011281028607932429
leaf_count=145 436 82 169 178 87 128 768 116 82 227 424 156 79 173 324 269 67
internal_value=0 5.369e-05 -4.28746e-05 6.64437e-05 -5.04009e-05 6.5314e-05 -0.000205318 -2.3495e-05 0.000982638 0.00177753 0.000204354 0.00040549 0.00126315 9.0189e-05 0.000454934 0.00093362 -4.00806e-06
internal_weight=0 0.0219554 0.0208674 0.0198237 0.0186552 0.0174053 0.0134402 0.012255 0.00396517 0.00243368 0.0106414 0.00935504 0.0025147 0.00684033 0.00564786 0.00409378 0.0021524
internal_count=3910 3765 3683 3514 3336 3249 2812 2376 437 355 1608 1184 235 949 776 660 391
is_linear=0
shrinkage=0.00473777


Tree=1422
num_leaves=31
num_cat=0
split_feature=9 133 1429 1365 1213 133 376 1 13 12 50 43 2 133 0 51 0 15 52 0 16 4 2 0 2 52 13 13 4 4
split_gain=0.00103025 0.000582309 0.00059306 0.000560585 0.000595419 0.000620052 0.000723352 0.000509044 0.000440319 0.000599955 0.000605243 0.000568982 0.000546864 0.000631478 0.000433886 0.000417913 0.000507915 0.00048392 0.00048225 0.000591784 0.000396183 0.000357714 0.000346397 0.000364117 0.000702107 0.000507748 0.000288109 0.000256218 0.000243829 0.000235031
threshold=-0.016839999999999997 -0.26719999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.10398500000000001 -0.45122499999999993 0.10129000000000001 0.088425000000000017 -0.15648499999999999 1.0000000180025095e-35 0.094185000000000005 -0.017269999999999997 0.12342500000000002 -0.14070999999999997 -0.24219999999999997 -0.060039999999999989 -0.10462499999999998 -0.27337499999999998 -0.37626499999999991 0.084065000000000015 -0.083674999999999986 0.086915000000000006 -0.0066199999999999991 0.0015650000000000002 0.16421000000000002 0.0021050000000000005 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 11 27 -13 21 15 17 -17 -9 -19 20 -20 -14 -23 24 -24 28 -25 -10 -26 -27
right_child=1 2 3 -5 5 6 -8 14 9 -11 -12 12 13 -15 -16 16 -18 18 19 -21 -22 22 23 26 25 29 -28 -29 -30 -31
leaf_value=0.0012093118075245381 -0.0010821018193677308 -0.0010397857234691532 -0.00075952856906971061 -0.00094275784467346573 0.001080909857447118 0.0005765473942882267 -0.0010181143096173698 0.00094410233411509892 0.00086921764688255353 -0.00099024146005976805 -0.00097219348986396753 -0.00087198781423348647 -0.0006033555442782288 -0.0010318904598921148 0.00097226722876433687 -0.0010258095263491957 0.00025047306725106493 0.0006403574100375892 -0.0002269565095365452 -0.00099852795354268007 0.00066657538945099628 0.00074618370144003592 -0.00092629977970222412 9.1964472206794299e-05 -0.0006754705318083098 0.0010917616587185399 0.00093080566116876952 5.6398930369950105e-05 0.00013322462605263151 0.00020362946915972326
leaf_weight=0.0012505926656377611 0.0010151587783633611 0.0010685849407323636 0.0017516535335760633 0.0011649669986888425 0.001087232896835654 0.0018829196590672828 0.0012029892193816663 0.0018728383547578793 0.0018537114175884951 0.0013835096291178175 0.0012686456257892101 0.0015526825185072689 0.001325428449657543 0.0010580415157984699 0.0015058406841791392 0.0010702625008889299 0.0013034115643506547 0.0026054237943884413 0.0021531455359871127 0.001060355464237878 0.0016534618989254568 0.0015828612573377627 0.0015841063387370619 0.0018835188485009152 0.0013994633673939383 0.0010218980507910036 0.0013073371326117744 0.0012067665009745099 0.001411379161286086 0.001246775001213396
leaf_count=121 238 178 571 73 46 26 27 125 48 207 374 227 80 269 123 15 51 128 87 68 30 85 127 178 131 37 54 56 43 87
internal_value=0 -5.45418e-05 -2.99796e-05 -3.9157e-06 2.32672e-05 5.88972e-05 2.91843e-05 6.39939e-05 -5.95466e-05 -0.000116348 -5.49832e-05 8.1402e-06 -9.94753e-05 -1.26883e-05 0.000278562 0.000189423 -0.000324988 0.000320083 0.000163682 -9.14961e-05 0.000161164 7.18042e-05 0.000150046 5.4292e-05 -0.00012832 0.00012054 0.000435649 0.000548718 -0.000269409 0.000603679
internal_weight=0 0.0434844 0.0424692 0.0414006 0.0402357 0.038484 0.0373968 0.0361938 0.022969 0.0210861 0.0197026 0.018434 0.0153735 0.0138208 0.0132247 0.0117189 0.00237367 0.00934523 0.00747239 0.00486696 0.00380661 0.0127628 0.0114373 0.00985448 0.00666362 0.00507952 0.00319086 0.00306048 0.00281084 0.00226867
internal_count=3910 3789 3551 3373 3300 2729 2683 2656 2029 2003 1796 1422 1318 1091 627 504 66 438 313 185 117 822 742 657 425 298 232 104 174 124
is_linear=0
shrinkage=0.00137286


Tree=1423
num_leaves=31
num_cat=0
split_feature=31 1429 4 1348 14 480 1213 3 38 124 13 2 40 484 484 484 159 50 52 43 2 43 151 12 49 4 43 49 47 52
split_gain=0.000883262 0.000499599 0.000458953 0.000547711 0.00077484 0.000441253 0.000431148 0.000482363 0.000393357 0.000579033 0.000435305 0.00055233 0.00036332 0.00035537 0.00032468 0.000558112 0.000424156 0.000421708 0.000446933 0.000522959 0.000611485 0.000441817 0.00034018 0.000301388 0.000538444 0.000348699 0.000287247 0.000468576 0.000280696 0.000268222
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.088030000000000011 0.077685000000000018 0.08456000000000001 0.04198000000000001 -0.15464999999999998 0.10386000000000002 -0.048219999999999992 -0.26418499999999995 0.098195000000000018 -0.062739999999999976 -0.0043499999999999988 0.088180000000000022 0.085515000000000022 -0.026594999999999997 0.10030500000000002 0.086950000000000013 -0.074254999999999988 0.075670000000000015 -0.078644999999999979 -0.0088999999999999982 0.086935000000000012 -0.069934999999999983 -0.081189999999999984 -0.15109999999999998 -0.080034999999999981 0.091930000000000012 0.096170000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -11 -12 -14 15 16 -15 18 19 21 28 26 -22 24 -24 -26 -18 -28 -21 -13
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 12 29 13 14 -16 -17 17 -19 -20 20 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0011810366133911034 -0.00099824121200805605 0.00056606295720494399 0.00086062022915695978 0.00091500907447651745 -0.0011932054588437617 -0.00093558635512841352 -0.00087261843846981419 0.00064509915760658154 -0.00083077030935071702 -0.00041589895550943941 -0.0007713126620538382 0.0012912706692557055 -0.00085911275573256906 0.00072048132425626596 -0.00074817223524442005 0.00098920621822773825 0.00039544234621305196 0.00068111312147483205 -0.00076867113195458242 -0.00040438952853018631 -0.00060684572792859496 0.0010354265441283607 -0.00062204353124728387 -0.00061005812819053134 -6.4085257886712209e-05 0.00081023182959984435 0.00044514811530226424 -0.00074718384651681661 -0.0013730064696477243 0.00031142320119313845
leaf_weight=0.0011282619385890027 0.0010216995478588 0.0026992578912361431 0.001070815595945406 0.0010766933442822859 0.0011388531504528112 0.0010156069971509743 0.0010784677415960888 0.0023548627762455246 0.0011385998193418337 0.0010069306715013706 0.0015315884481014166 0.0010947074759002362 0.0010577264389068355 0.0012457935192219374 0.0011731694116855476 0.0010110567810972517 0.0024928160430182089 0.0012018171296761518 0.0020116626392744077 0.0010904684781394385 0.0018284243089112797 0.0010672868182766094 0.0011027402646845968 0.0010039115557433087 0.0013986862143337943 0.0022312069723645824 0.0010522977183740068 0.0015164002552899847 0.0011676855131153019 0.0010144980348343324
leaf_count=113 179 120 142 54 122 250 310 139 38 21 103 62 330 103 188 52 77 134 417 174 74 29 27 190 103 61 34 201 46 17
internal_value=0 -5.02985e-05 -2.60092e-05 -5.04767e-05 -7.80311e-05 -4.33194e-05 -1.78446e-05 8.88055e-06 -3.84228e-05 -8.99384e-06 -6.34197e-05 0.000420624 -0.000123311 -8.13515e-05 -4.49433e-05 -6.43166e-06 -5.575e-05 -0.000106207 -0.000158881 -8.19814e-05 -0.000278325 0.000232714 -9.11846e-05 7.31735e-05 0.000218104 0.000473336 6.34521e-05 -0.000258731 -0.000905259 0.000819978
internal_weight=0 0.0408957 0.039874 0.0388032 0.0377265 0.0365877 0.0355721 0.0344936 0.0317943 0.0306557 0.0283009 0.00311614 0.0251847 0.0236532 0.0225954 0.0214223 0.0204112 0.0191654 0.0179636 0.0159519 0.00982312 0.0061288 0.00756497 0.00573655 0.00473263 0.00362989 0.00506151 0.0025687 0.00225815 0.00210921
internal_count=3910 3797 3618 3476 3422 3300 3050 2740 2620 2582 2443 100 2343 2240 1910 1722 1670 1567 1433 1016 675 341 455 381 191 164 312 235 220 79
is_linear=0
shrinkage=0.00137286


Tree=1424
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 52 133 1213 1456 133 376 1 4 2 150 403 159 403 52 13 4 1 3 2 2 160 49 160 12 0 16
split_gain=0.000938031 0.000891432 0.00104193 0.00106723 0.000847311 0.000950154 0.000734878 0.000762117 0.000631863 0.000713733 0.000686498 0.000570209 0.000897024 0.000650452 0.000596892 0.000442808 0.000601764 0.000977283 0.000447578 0.000410234 0.000663992 0.00106945 0.000643238 0.000524452 0.000414417 0.000693175 0.000349162 0.000311247 0.00030402 0.000282205
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.077685000000000018 -0.51745999999999992 -0.26719999999999994 -0.082704999999999987 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.11235500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.086420000000000011 -0.088854999999999976 0.094195000000000015 0.088015000000000024 0.11401500000000002 -0.15355999999999997 0.0057500000000000008 1.0000000180025095e-35 0.11818000000000002 0.10393500000000001 0.092745000000000008 0.088785000000000017 -0.006494999999999999 -0.081299999999999983 0.091475000000000015 -0.032484999999999993 0.28937500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 27 14 -10 16 17 18 -16 -14 22 24 23 -21 25 -22 -20 -13 -12 -28
right_child=1 2 -4 -5 5 6 7 8 9 -11 28 12 19 -15 15 -17 -18 -19 26 20 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0011040055988880187 -0.0012898341796305263 -0.001176014258022739 0.001269397135730706 -0.0012007077558276026 -0.0012143655040153505 -0.0010714724280920895 -0.0007973586206193946 0.0010447980277166456 -0.00077822886527284529 -0.0009501250052831434 0.0003195777704179389 -0.0013437813136131271 -0.0006866678500977298 -0.00070550814046875 0.0012573586910489814 -0.00053352835129502315 -0.00060495182973118822 -0.00065698214732036724 0.00092222273138837846 -0.00063348569070252343 -0.00037527855243330293 -0.00061008498510170864 -0.0011630035851074403 0.00063608450186061554 0.0013460909938075782 0.0010642059216788894 0.00022726176344174063 -0.00037002709505537523 0.0010238276167551575 0.00085780489588116189
leaf_weight=0.0012814941680826522 0.0010489313241723855 0.0011425999817215029 0.0010835464878997661 0.0014544790838604263 0.001144915588451755 0.0010779799979822027 0.0018321050092123805 0.0012174655220702482 0.0010253824839545614 0.0012272369226240523 0.0075806021608890162 0.0014668841575145109 0.0015434524636218647 0.0014963624625750063 0.001362820476970227 0.0011308464621189165 0.0011349627531715986 0.001397185567135307 0.0022236539769525674 0.0011230569238902532 0.0011013460698237054 0.0014560584720442193 0.0012434845869346844 0.0012405787935832469 0.001347796155641845 0.001347438208568974 0.0079286066586579072 0.0010000501943672191 0.0013010418577994454 0.0015347428472907145
leaf_count=113 65 270 42 122 217 339 275 39 362 27 311 80 79 108 22 106 92 174 129 52 32 18 109 75 17 38 452 45 85 15
internal_value=0 -6.15737e-05 -3.6394e-05 -6.46447e-05 -3.06652e-05 -3.10601e-06 2.68197e-05 5.29764e-05 8.88471e-05 6.12769e-05 9.15609e-05 -5.87772e-08 -0.000219344 0.000146668 0.000218556 0.000279712 0.000338732 0.000412868 0.000527412 -4.63094e-05 6.5247e-05 0.00037059 -0.00037939 3.28614e-05 0.000746697 0.000416795 0.000442293 -0.000949039 0.000422741 0.000329522
internal_weight=0 0.0522156 0.0511667 0.0500831 0.0486287 0.0474861 0.0463411 0.0452632 0.0434311 0.0422136 0.0409864 0.0321047 0.0128701 0.0192346 0.0177382 0.0167128 0.015582 0.014447 0.0130498 0.0104032 0.00885976 0.00525264 0.00360712 0.00236364 0.00379658 0.00244878 0.011687 0.00246693 0.00888164 0.00946335
internal_count=3910 3797 3732 3690 3568 3298 3081 2742 2467 2428 2401 2005 545 1460 1352 990 884 792 618 420 341 105 236 127 87 70 596 125 396 467
is_linear=0
shrinkage=0.00134594


Tree=1425
num_leaves=17
num_cat=0
split_feature=43 42 376 133 3 4 0 0 15 16 15 49 2 16 12 52
split_gain=0.000101994 0.000173088 0.000262545 0.0001985 0.000164585 0.000209458 0.00015599 0.000242361 0.000180325 0.000179853 0.000145407 0.000176888 0.000154637 0.000135784 9.71041e-05 8.9502e-05
threshold=0.19761500000000001 -0.10770999999999999 1.0000000180025095e-35 0.093845000000000026 -0.15464999999999998 -0.34687499999999999 -0.061129999999999997 -0.082994999999999985 -0.0089749999999999986 -0.089864999999999987 -0.073314999999999991 1.0000000180025095e-35 0.090695000000000012 -0.087734999999999994 0.085185000000000025 -0.082554999999999976
decision_type=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 10 -10 11 12 14 -14 -7 -11
right_child=-2 2 -4 -5 5 6 -8 -9 9 15 -12 -13 13 -15 -16 -17
leaf_value=-0.0017571897387066899 -0.0015638894609405643 0.0017049150470914167 0.0024365886562965683 -0.0020134167964565779 -0.001852709401877143 -0.001071832573854084 0.0016114640080635279 -0.0018580780814094365 -0.00046080314886556915 0.0006064149658475456 -0.0020680656988569129 -0.0013333823076875559 0.0027950128291829228 0.00020243748471915362 0.00099211123194695898 0.0025465394879126166
leaf_weight=0.0013499231174166617 0.0011119944447044233 0.001711084359510724 0.0013167872866748356 0.0012267658498348729 0.0015159235007930994 0.0016201373103609217 0.0018464795278558795 0.0016970929456676673 0.0013302013662830348 0.0010010301429573543 0.0010122665097037076 0.0018158831448275708 0.0011952028463207559 0.0010283416900596087 0.0010141491888743248 0.0018585907773893406
leaf_count=224 252 211 192 599 142 113 224 634 189 64 243 301 74 69 100 279
internal_value=0 5.89208e-05 0.000174618 2.47404e-05 0.000158833 2.62214e-06 0.000185025 -9.02996e-06 0.000255205 0.00112822 -0.000220699 5.95094e-05 0.00058018 0.001596 -0.000277254 0.00186739
internal_weight=0 0.0225399 0.0211899 0.0198731 0.0186464 0.0169353 0.0154194 0.0135729 0.0118758 0.00418982 0.00768598 0.00667371 0.00485783 0.00222354 0.00263429 0.00285962
internal_count=3910 3658 3434 3242 2643 2432 2290 2066 1432 532 900 657 356 143 213 343
is_linear=0
shrinkage=0.00523088


Tree=1426
num_leaves=31
num_cat=0
split_feature=156 31 133 1429 160 1213 133 376 376 130 1374 1365 447 14 1374 1456 130 47 0 130 130 158 15 483 38 3 150 2 133 15
split_gain=0.000968482 0.000819523 0.000752899 0.000652805 0.000663888 0.000679773 0.00057053 0.000860145 0.000878241 0.000644499 0.000609757 0.000540712 0.000597004 0.00112648 0.000760783 0.000767208 0.000628681 0.00076935 0.000743532 0.000615254 0.00105528 0.000617493 0.000622245 0.000532327 0.000517119 0.000677746 0.000771953 0.000653424 0.000717839 0.000485202
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.079100000000000018 0.090240000000000015 1.0000000180025095e-35 0.08840000000000002 0.078275000000000025 -0.094679999999999986 -1.0000000180025095e-35 -0.084569999999999992 0.13069500000000003 -0.23029999999999998 -0.081624999999999989 -0.0015749999999999998 0.085745000000000002 0.17176000000000005 0.083960000000000021 0.10386000000000002 0.10666500000000002 0.090695000000000012 -1.0000000180025095e-35 0.094185000000000005 -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 -5 -6 -7 8 9 10 11 12 13 14 -8 -16 -17 18 -18 -20 -21 22 23 24 25 26 27 -22 29 -29
right_child=1 2 3 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013459869144660937 0.0011174047732392621 -0.0010561179092346547 -0.0010058388806804585 -0.00087023286204886315 -0.00072560834880267065 0.0010413901910672112 -0.00070497840104651347 -0.0010002318381911004 0.0012588733050361098 -0.00083271855560901754 -0.00087699274610134276 -0.00084931498906931191 0.0010868018988975912 -0.0011801713083497809 -0.0008391876881790215 -0.00064660604077027895 0.0009097383686304751 0.0011326068360238762 0.0011661510289356718 -0.001184364269649976 -0.00040994502064312772 -0.00070064808802637135 -0.00058921617844067981 -0.0004690053792358395 -0.00056728845029318457 0.00098305566708029881 -0.00077702690096656893 0.0012262119712082367 -0.0004297675926823064 0.00047469130074874428
leaf_weight=0.0010071869698711202 0.001135587449206942 0.0012842750669608263 0.0011681385234084676 0.0014935802243358212 0.0019996971346992734 0.0010835220599973985 0.0017578657373746856 0.0013613473113787125 0.0011271464555381297 0.0014312193007715015 0.0011528666429896353 0.0010207204374772507 0.0011772153615272609 0.0011804280399010372 0.0012278452008411258 0.0013676579812260661 0.0026469995452487001 0.0018278653875061215 0.0010545128935177664 0.0010801979187217139 0.0016581107824458043 0.0013667624781216184 0.0015513761278498342 0.0015251300427137062 0.0010331078307785893 0.0031054430382546619 0.0011320298843356955 0.0019097481262966122 0.0013504226934688566 0.008409063945783498
leaf_count=197 113 232 146 247 538 44 61 27 34 201 65 62 89 67 187 110 40 25 18 125 89 117 33 158 31 99 78 76 241 360
internal_value=0 -1.30934e-05 -3.90365e-05 -1.19367e-05 1.2749e-05 4.17093e-05 7.69517e-05 5.23377e-05 8.7207e-05 5.41634e-05 8.71026e-05 0.000116835 0.000143956 0.00011241 0.000157281 0.000204286 0.000245591 0.000286744 0.000231174 0.00015983 0.000115837 0.000176792 0.000232122 0.000295442 0.000358131 0.000412562 0.000290036 0.000380673 0.000493014 0.000613779
internal_weight=0 0.0506199 0.0494843 0.0482 0.0470319 0.0455383 0.0435386 0.0424551 0.0410937 0.0399666 0.0385354 0.0373825 0.0363618 0.0351846 0.0340041 0.0322463 0.0310184 0.0296508 0.0278229 0.0251759 0.0241214 0.0230412 0.0216744 0.0201231 0.0185979 0.0175648 0.0144594 0.0133273 0.0116692 0.0103188
internal_count=3910 3713 3600 3368 3222 2975 2437 2393 2366 2332 2131 2066 2004 1915 1848 1787 1600 1490 1465 1425 1407 1282 1165 1132 974 943 844 766 677 436
is_linear=0
shrinkage=0.00134594


Tree=1427
num_leaves=31
num_cat=0
split_feature=9 52 133 1213 1365 1429 483 42 123 42 52 14 133 43 0 1 1 1374 159 3 16 1 48 52 2 160 3 15 1 48
split_gain=0.00100608 0.000809819 0.000723224 0.000747151 0.000771851 0.000609823 0.000616712 0.000609252 0.000850776 0.000829525 0.000775145 0.000904573 0.000878722 0.000681145 0.000609732 0.000611361 0.00107007 0.000582143 0.000609344 0.000876108 0.000866894 0.0005199 0.000869257 0.000571329 0.000777909 0.0010105 0.000767788 0.000803052 0.00061278 0.000597715
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086419999999999983 -1.0000000180025095e-35 0.084995000000000015 -0.082904999999999993 -0.40891499999999997 0.078335000000000016 0.10681500000000001 0.0016850000000000001 -0.017269999999999997 0.090355000000000005 0.11831500000000002 0.087110000000000007 -0.034019999999999988 -0.15464999999999998 -0.17157499999999998 0.13304000000000002 0.12675000000000003 0.11588000000000002 0.086875000000000022 0.083295000000000022 0.086245000000000016 -0.064869999999999983 0.099115000000000023 0.10448500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 13 -9 12 17 14 15 -8 -17 18 20 -20 -12 22 23 24 25 26 27 -21 -29 -26
right_child=1 2 3 4 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0012456224733914895 -0.0013609665301123552 -0.0013107270910570142 -0.00087970777661812427 -0.0010683641651539064 -0.0011156683376913315 -0.0010328992126247846 -0.0013377847573934139 0.0011314414645046476 0.0014514698380332985 -0.0013506929744603166 0.00076258422870790089 -0.0012858668944988284 -0.0011400389882929086 0.00095260023244419947 0.00053985978891863643 0.00098986250193391001 -0.0011155195418755992 -0.00079996305677566121 0.0012192986461533155 -0.0010295005740088652 -0.00094203761183632721 0.0010829520171795489 -0.00095660691916757629 -0.00057343289195601016 0.0004390556632498816 -0.0014628703203994578 0.0011388932364587508 -0.0001340554196039722 0.0012285196857754498 0.0014733093270493181
leaf_weight=0.001356685898575404 0.0011039411055538953 0.0010219974399436329 0.0022308330919752475 0.0010913552616970126 0.0013406616380429162 0.0011186213953469073 0.0015625080397001501 0.0017467057695981216 0.0011891232087519734 0.0013619290839370635 0.0010089205253445144 0.0010546170967136162 0.0011843649525882785 0.0012566089248231549 0.0014668249977898284 0.0010710923483401302 0.0011502562778815673 0.0013050171548973913 0.0022294045187978171 0.0015350772969301429 0.0021377877281472104 0.0015224337506591903 0.0014761218849201887 0.0017843936180632616 0.010101598226436082 0.0010135863171889525 0.001445070466893128 0.0024897760321105451 0.0010903889108249132 0.00147070391048132
leaf_count=121 275 229 566 94 73 137 234 39 146 249 22 64 257 22 28 42 18 70 59 85 253 111 27 89 349 54 15 139 13 30
internal_value=0 -7.67186e-05 -4.86212e-05 -2.25294e-05 1.79795e-05 5.11173e-05 7.8405e-05 0.000106882 0.000190852 -0.000274973 0.000147523 9.52044e-05 0.000141014 -4.98322e-05 -0.000289737 -0.000611334 -0.000100344 0.00019058 0.000234691 0.000310498 -0.000395489 0.000225827 0.00016759 0.000246873 0.000323324 -5.43354e-05 0.000163287 -0.000112324 0.000280936 0.000570497
internal_weight=0 0.0515617 0.0504578 0.0494358 0.0472049 0.0458643 0.0447729 0.0436543 0.0357851 0.00786922 0.034596 0.0328493 0.0317946 0.00650729 0.00525068 0.00378386 0.00222135 0.0306103 0.0293053 0.0261586 0.00314671 0.0239292 0.0224067 0.0209306 0.0191462 0.0075739 0.00656031 0.00511524 0.00358016 0.0115723
internal_count=3910 3789 3514 3285 2719 2646 2552 2415 1822 593 1676 1637 1573 344 322 294 60 1316 1246 971 275 912 801 774 685 306 252 237 152 379
is_linear=0
shrinkage=0.00151575


Tree=1428
num_leaves=18
num_cat=0
split_feature=14 52 1 157 0 0 16 3 150 4 49 12 16 1 16 15 16
split_gain=0.000119608 0.000126163 0.000186754 0.000264657 0.000229996 0.000223775 0.000223028 0.000271649 0.000269037 0.000214653 0.000186854 0.000154669 0.000143901 0.00015531 0.000151819 0.000119401 0.000106509
threshold=0.073890000000000011 -0.40083499999999994 1.0000000180025095e-35 -0.073574999999999988 -0.017269999999999997 -0.089879999999999974 -0.055679999999999993 0.082730000000000012 -1.0000000180025095e-35 0.27223000000000003 -0.073619999999999977 0.084100000000000022 -0.27337499999999998 0.094385000000000011 -0.091624999999999984 0.084695000000000006 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 8 -8 -5 12 -7 -12 -10 16 -15 -13 -14
right_child=-2 2 3 4 -6 10 7 -9 9 -11 11 15 13 14 -16 -17 -18
leaf_value=-0.0014014373247337179 -0.0017514201930882625 -0.0021467543353152862 0.0023655937768123836 -0.001948762107834712 0.0023239435943315217 0.0019598399044460594 9.8947911997498083e-05 -0.0029512544914828188 -0.0014223206671437256 0.0024424486078619455 0.0008044943869780851 -0.0020188003665022607 0.00083922171424103439 0.00042607477124557747 0.0029104859516465094 0.00019500389106352057 -0.0014908221496590145
leaf_weight=0.0014638747590771653 0.0010053522433246522 0.0017072315605734288 0.00173577518239565 0.0010772029420103042 0.0012474559765875822 0.0010203863076809752 0.0018728337145427756 0.0013015453993183712 0.0010154759255600635 0.0016216207635745272 0.0015729011166838473 0.0017537726084071725 0.0010156863465669045 0.0014466891537929794 0.0011700951993883768 0.0010095852677112632 0.0010486397285878156
leaf_count=389 135 453 194 58 184 50 350 71 48 242 138 494 67 62 127 644 204
internal_value=0 5.55639e-05 0.000154231 0.000486322 0.000231822 -0.000529945 6.24869e-06 -0.00115168 0.000444073 0.000796286 -1.46472e-05 -0.000479273 0.000327681 0.00070731 0.00153698 -0.00120999 -0.000344398
internal_weight=0 0.0230808 0.0216169 0.014553 0.0128172 0.00706388 0.0115698 0.00317438 0.00839541 0.00731821 0.00535665 0.00433626 0.00569659 0.00468111 0.00261678 0.00276336 0.00206433
internal_count=3910 3775 3386 1607 1413 1779 1229 421 808 750 1326 1276 508 460 189 1138 271
is_linear=0
shrinkage=0.00512831


Tree=1429
num_leaves=20
num_cat=0
split_feature=484 39 1374 15 52 457 15 13 43 2 0 16 16 43 51 49 43 0 12
split_gain=0.000108122 0.000127197 0.000108865 0.000140914 0.000400162 0.000282057 0.000211217 0.000211125 0.000241341 0.000216562 0.000199262 0.000229828 0.000187681 0.000155921 0.000136466 0.000180698 0.000114357 0.000149819 3.44812e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.094679999999999986 -0.031229999999999997 0.11262000000000001 0.082870000000000013 -0.0063699999999999989 -0.10023999999999998 0.0033500000000000005 0.090050000000000005 -0.074904999999999985 -0.055679999999999993 0.31524000000000002 -0.091114999999999988 0.083165000000000017 0.0021350000000000002 -0.0037249999999999996 -0.077944999999999987 0.087020000000000014
decision_type=2 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 -5 -8 9 16 11 14 -12 -11 15 18 17 -9 -4
right_child=1 2 3 4 -6 -7 7 8 -10 13 12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.001141527047223782 -0.0014436925322870409 -0.0011949944108559508 0.00119079720223498 -0.0017643069188655355 -0.0028047003428487891 0.0025169501910169306 0.0017728058950499156 -0.00073611517474050068 -0.0019903431637451089 0.00047140279665763282 0.002463458782507276 -0.0019242630890840017 -4.973124788085924e-05 -0.0019411819175752922 0.0015581419407331401 -0.0015706483907783387 0.0019667110521127172 0.0016180945820908638 3.3347146825278516e-05
leaf_weight=0.0015867750114482984 0.0010609008841694903 0.0011503971396962234 0.0010393221989282034 0.0010292602806256631 0.0010125452563845569 0.0013341050839942312 0.0017232036256829 0.0011472626226256824 0.0010101330631970551 0.001048397423883296 0.0013672442158017507 0.0011654919279258102 0.0010448921535216038 0.0010880610508432476 0.001243776395127516 0.0011840488909823296 0.0015222426720438234 0.001015889805279448 0.0010130435115160985
leaf_count=612 80 68 131 155 272 144 98 445 280 59 242 282 156 219 124 190 141 129 83
internal_value=0 6.47942e-05 0.000140499 0.000217359 -0.000135532 0.00061553 0.000146451 0.000376331 2.41045e-05 0.000373625 0.000300718 -0.000158183 0.00137479 -0.000757285 0.00030125 -0.000181782 0.00102922 0.000369502 0.000619482
internal_weight=0 0.0222002 0.0211393 0.0199889 0.010597 0.00939192 0.00958445 0.00855519 0.00683199 0.00582185 0.00805782 0.00564568 0.00241214 0.00213646 0.00448019 0.00323641 0.0036854 0.00216315 0.00205237
internal_count=3910 3298 3218 3150 1798 1352 1526 1371 1273 993 1208 810 398 278 528 404 715 574 214
is_linear=0
shrinkage=0.0044645


Tree=1430
num_leaves=31
num_cat=0
split_feature=156 158 9 1429 4 1374 1348 14 11 1213 1213 1374 48 1 403 2 39 12 0 44 4 42 483 52 3 454 13 3 133 2
split_gain=0.00104217 0.000899935 0.00115859 0.000844684 0.00101703 0.000855631 0.000772093 0.00114292 0.000763666 0.000802238 0.000820487 0.000722336 0.000783859 0.000743645 0.00109848 0.00111443 0.00166986 0.00126449 0.00106184 0.00102752 0.00104666 0.000960907 0.000958092 0.000934064 0.000912853 0.000885712 0.00087963 0.000940596 0.00073041 0.000763091
threshold=-1.0000000180025095e-35 0.11034000000000001 -0.016839999999999997 -1.0000000180025095e-35 0.50657000000000008 0.090240000000000015 0.090050000000000005 0.077685000000000018 0.088315000000000018 -0.082704999999999987 0.041025000000000006 -0.094679999999999986 0.095825000000000007 1.0000000180025095e-35 0.03138500000000001 0.075670000000000015 0.16168500000000002 0.090385000000000007 -0.13870499999999999 0.088980000000000017 -0.23071499999999998 -0.089744999999999978 0.085390000000000008 0.11401500000000002 -0.078669999999999976 -1.0000000180025095e-35 -0.060719999999999989 -0.10628499999999998 0.089845000000000022 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 11 12 -11 18 15 16 17 -15 -13 20 -17 -20 25 24 28 -22 -19 -28 29 -23
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 13 -14 14 -16 19 -18 26 21 -21 22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015158058620847441 0.0015162008344707743 -0.0013878163742686383 -0.0011462818048232791 -0.0012239836027199329 0.0011852751950188803 -0.0011609549696557371 0.0012772586336932538 -0.0012702492208266113 -0.00086533156569078588 -0.0015157002393464813 -0.00098055037634081155 -0.0015159872528084574 0.00025776053479781991 -0.00099318226451368006 0.0014201973283844063 -0.00081551253832968292 0.0015165824401788481 0.00077243891687764734 -0.0011902337880370609 -0.00067815692737568554 -0.00028028919303480486 -0.00016158855796223726 -0.00041369079178116898 -0.0011422161804435812 0.00070573538686773531 0.001029085623061927 0.00045269931130308778 -0.0015161567856083926 -0.0011124584074558538 0.00085090970024220109
leaf_weight=0.0010553127444667956 0.0011763440479183309 0.0010515890206773673 0.0014481981368725796 0.0010800175952895277 0.0016875310475367158 0.0014430439606094572 0.0011020562886052679 0.0015908794305694576 0.0020904577445506325 0.0012428433895692583 0.0015765392724725871 0.0010819790025635599 0.0010617747298766744 0.0041089118045918305 0.0019694903272764455 0.0010774259003056832 0.0012158661882040187 0.0025048062420367509 0.0013746447276794483 0.00154793645947393 0.0013380563749620976 0.006444890922846544 0.0014764553795316706 0.0012357821321204989 0.0057861214595009416 0.010507764099977557 0.0011096828940750925 0.0011202934696266089 0.0012948483131456365 0.0023279046389426128
leaf_count=197 118 161 146 323 150 65 47 107 68 51 326 23 9 244 35 60 6 129 189 31 24 394 32 198 187 282 16 120 139 33
internal_value=0 2.83016e-06 2.60344e-05 -2.30929e-06 2.51204e-05 -8.22624e-06 2.08206e-05 -3.83276e-06 3.3084e-05 6.88683e-05 9.60316e-05 0.000130095 -0.000698638 0.000170284 0.00032877 0.000246118 -0.000148944 -0.000377928 -5.65596e-05 0.000495318 0.000621464 2.89611e-05 0.000737678 0.00012703 0.000225967 0.000881184 0.000155999 -0.000536413 -4.97682e-05 0.000107083
internal_weight=0 0.0640741 0.0630225 0.0618462 0.060398 0.0587105 0.0572674 0.0561654 0.0545745 0.052484 0.051404 0.0498275 0.00230462 0.0475229 0.0279767 0.0260072 0.0100596 0.00884369 0.0195462 0.0159476 0.0143997 0.0184642 0.0133223 0.0170895 0.0158538 0.0118458 0.00473478 0.00222998 0.0100676 0.0087728
internal_count=3910 3713 3552 3434 3288 3138 3073 3026 2919 2851 2528 2202 60 2142 979 944 515 509 1163 429 398 1140 338 951 753 306 265 136 566 427
is_linear=0
shrinkage=0.00151575


Tree=1431
num_leaves=31
num_cat=0
split_feature=1429 133 1213 151 4 480 38 3 403 1374 40 475 42 1 457 15 42 43 52 2 47 14 49 52 1 4 2 0 43 2
split_gain=0.000630167 0.000665015 0.000541561 0.000577511 0.000702608 0.000549588 0.000468928 0.000422611 0.000672771 0.000497898 0.000440944 0.000559218 0.000622447 0.000453687 0.000361496 0.000547077 0.00042394 0.000435015 0.000329503 0.000349312 0.000226368 0.000397476 0.000225625 0.000392719 0.000218049 0.000343654 0.000307339 0.000275281 0.000193931 0.000204359
threshold=-1.0000000180025095e-35 -0.26719999999999994 -1.0000000180025095e-35 -0.40391999999999995 0.27020000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.11476000000000001 -1.0000000180025095e-35 -0.094679999999999986 0.0034800000000000005 -0.085289999999999991 -0.10770999999999999 0.12263000000000002 -0.066264999999999991 0.091600000000000015 0.091955000000000023 -0.16369999999999998 0.10898500000000001 0.089910000000000004 0.096475000000000019 -0.46025499999999991 -1.0000000180025095e-35 0.057560000000000007 1.0000000180025095e-35 -0.077519999999999992 1.0000000180025095e-35 -0.084074999999999997 -1.0000000180025095e-35 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -11 -13 14 -14 16 17 -16 19 24 21 -6 -9 -24 27 -26 -27 -19 -21 -30
right_child=1 2 3 4 20 -7 -8 22 9 10 -12 12 13 -15 15 -17 -18 18 -20 28 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0011419727958357408 -0.0011808680778545946 -0.000797791104356104 -0.00096687787184719545 -0.0011300796493578101 0.00018453267709216378 -0.0010635424824553851 -0.00078779610383643501 0.00010128070507602887 -0.00094938330877121122 -0.00099040774030395053 0.00099842353077945404 -0.00088020129090211354 -0.00054325257264621998 0.0010948880315092401 0.001179930049200809 -0.0005913787190289458 -0.00037211636257634566 -0.00075273385869088836 -0.00047119835422882231 0.00023221441307893018 0.000163661328797724 0.0013067709303088008 0.0013473083120419511 0.00025648362748304648 0.0011102246293747018 -0.00033405476716646731 0.00070623992161581068 0.00025225418689129632 0.0013233098819652261 0.0004703837366750815
leaf_weight=0.0011136687128557856 0.001040786967493961 0.0016983008480296038 0.00117048280864429 0.0010885522950552775 0.0011178252583476933 0.0010076239510609644 0.001401292438723444 0.0019782633610549993 0.0010207139044453575 0.0010576763315551787 0.0011739211587098444 0.0012887849348496285 0.0016069711255741739 0.0011426038019399778 0.0013769820534044125 0.0017335211116338281 0.0018391860234855959 0.0010563574799017372 0.0011168566686112777 0.0011426727439716178 0.0014248508755887457 0.0018510013795655081 0.0013317019169107871 0.0016099393652666549 0.0010494090632828688 0.0014981028946761234 0.0010786956656829716 0.0013989645749390503 0.001492222092110751 0.0010616925288227108
leaf_count=181 237 571 83 479 69 246 59 63 45 137 23 116 168 52 26 214 118 116 85 108 45 306 33 33 50 127 22 36 17 45
internal_value=0 -8.62874e-06 2.28036e-05 6.03503e-05 9.37988e-05 1.6272e-05 5.1893e-05 9.2267e-05 1.16213e-05 6.534e-05 0.000112175 6.24928e-05 0.000118502 0.000187723 0.000128328 0.00019644 0.000293222 0.000392936 0.00029347 0.00038081 0.000650549 0.000884225 0.000489338 0.000750308 0.000161832 0.000393372 0.000101432 -0.000180124 0.000741067 0.000968738
internal_weight=0 0.039856 0.0388152 0.0371169 0.0359464 0.0315527 0.0305451 0.0291438 0.0242239 0.0231353 0.0221146 0.0209407 0.019883 0.0185942 0.0174516 0.0158447 0.0141111 0.012272 0.010895 0.00977812 0.00439368 0.00296883 0.0049199 0.00294164 0.00608153 0.00362621 0.0025768 0.00245532 0.00369659 0.00255391
internal_count=3910 3729 3492 2921 2838 2418 2172 2113 1984 1505 1460 1437 1300 1184 1132 964 750 632 606 521 420 375 129 66 351 199 149 152 170 62
is_linear=0
shrinkage=0.00148603


Tree=1432
num_leaves=18
num_cat=0
split_feature=2 40 4 0 403 160 40 51 3 42 47 4 2 16 12 3 0
split_gain=0.000120843 0.000275301 0.000248765 0.000217098 0.000267519 0.000238884 0.000272791 0.00022944 0.000198514 0.000180437 0.000232857 0.000305289 0.000376495 0.000193048 0.000174325 0.000262067 0.000152432
threshold=0.10910500000000002 -1.0000000180025095e-35 -0.49837999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.093550000000000008 -1.0000000180025095e-35 0.085845000000000019 0.10666500000000002 -0.089024999999999979 0.09252500000000001 0.05309500000000001 0.086875000000000022 -0.022939999999999999 0.090715000000000018 0.12046500000000002 -0.14808999999999997
decision_type=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 9 -8 11 12 13 -11 15 -3 -17
right_child=1 14 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.0024302705509631805 0.0027828077916754309 0.0018675422552310689 -0.0026591750710938411 0.0015601338190565036 -0.002080106291586632 -0.0022408102675050942 0.0020150163138615593 -0.001796332284398357 0.0024987694724357373 -0.000338128702340217 -0.0018376010061837602 0.0024092580740193515 0.0015319664714849904 -0.0030628605929398358 -0.0016731759218305078 -0.0015505116607525712 0.0008249034172941029
leaf_weight=0.0011721445908814401 0.0011100699394031993 0.001994489801316445 0.0010617252601831462 0.0017512904428592371 0.0012360322760632267 0.0011446241677006705 0.0013258118083137888 0.0010775046004260084 0.001177189796801815 0.0016981784770127035 0.0013178473544884217 0.0014627545686973775 0.0018541622831402885 0.0010060692504268963 0.0010898463000439951 0.0014787826645656921 0.0011802083983543099
leaf_count=155 180 128 834 150 160 236 135 206 52 263 163 133 428 216 296 58 117
internal_value=0 0.00053566 -0.000237821 -7.83328e-05 -0.000278127 -8.80533e-05 0.00011466 0.000363097 0.000599511 0.000341481 3.9152e-05 0.000449915 -0.000178821 -0.00135182 0.000101331 0.000516921 -0.00049617
internal_weight=0 0.0068534 0.0172853 0.0161132 0.0143619 0.0133002 0.0121556 0.0109195 0.00984201 0.00866482 0.00733901 0.00602116 0.00455841 0.00270425 0.00574333 0.00465348 0.00265899
internal_count=3910 779 3131 2976 2826 1992 1756 1596 1390 1338 1203 1040 907 479 599 303 175
is_linear=0
shrinkage=0.00492917


Tree=1433
num_leaves=19
num_cat=0
split_feature=147 11 148 484 1375 48 403 51 0 52 4 2 4 133 1 1 2 42
split_gain=0.000117315 0.000201038 0.000159463 0.000213919 0.000184482 0.000282491 0.000180257 0.000176681 0.000230647 0.000200669 0.000184642 0.000295153 0.000365317 0.000258453 0.000159187 0.000245761 0.000223225 0.000223853
threshold=0.08955500000000001 0.087830000000000005 -1.0000000180025095e-35 -0.0043499999999999988 -0.072014999999999982 0.10417000000000001 0.088015000000000024 0.092720000000000011 -0.22851499999999997 0.11401500000000002 -0.083329999999999987 0.106285 -0.37626499999999991 -0.0056849999999999991 0.094385000000000011 0.11663000000000003 0.086915000000000006 0.060615000000000009
decision_type=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 -6 10 11 12 -10 -12 16 -16 -15 -18
right_child=-2 -3 3 4 5 -7 -8 -9 9 -11 13 -13 -14 14 15 -17 17 -19
leaf_value=-0.0017674830261617202 0.0014058091877982581 -0.002024732358500831 -0.0018026542558952424 -0.001487623597899092 0.0025445126229634838 0.0021872721948462759 -0.0016122223604085667 -0.0015300853596458158 -0.0016070469586323766 -0.0017227294554974307 -0.0020132993422032511 0.0033354570395977934 0.0017060036012563719 -0.0021380557814608147 0.0024015605289583295 -0.00015849328140733225 -0.0010204758914037488 0.0017775760637110285
leaf_weight=0.0010378939873776352 0.0011896846360095461 0.0011029474509195438 0.0012014075058834053 0.0012778162709952126 0.0010298011171379013 0.0016228196687375065 0.0011566322173418983 0.0010695149926187595 0.0011309543281567969 0.0010144371436723179 0.0011605089068124656 0.0010605509765966303 0.0019668265557017091 0.0010340301072807251 0.0015944549703020838 0.0016423455998265252 0.0011881484348852112 0.0012829944671812199
leaf_count=100 152 151 575 114 30 163 297 207 85 310 399 41 357 252 160 158 145 214
internal_value=0 -9.07269e-05 8.62067e-06 9.88368e-05 0.000217622 0.000338987 0.000155325 0.00029005 0.000428062 0.000261371 0.000428254 0.00122052 0.000496457 1.13581e-05 0.000359866 0.00110259 -0.000325995 0.000432247
internal_weight=0 0.0225741 0.0214711 0.0204332 0.0192318 0.017954 0.0163312 0.0151746 0.0141051 0.0130753 0.0120608 0.00415833 0.00309778 0.00790248 0.00674197 0.0032368 0.00350517 0.00247114
internal_count=3910 3758 3607 3507 2932 2818 2655 2358 2151 2121 1811 483 442 1328 929 318 611 359
is_linear=0
shrinkage=0.00464487


Tree=1434
num_leaves=18
num_cat=0
split_feature=1 0 12 2 12 16 147 11 13 15 52 12 3 52 3 1 0
split_gain=0.00011435 0.000233042 0.000225976 0.000210496 0.000176326 0.000212997 0.000169679 0.000150767 0.000219845 0.000292904 0.00029242 0.000272314 0.000253401 0.000194505 0.00020643 0.000226784 0.000184682
threshold=1.0000000180025095e-35 0.047345000000000005 0.085185000000000025 0.106285 0.08708500000000001 -0.035699999999999989 0.089245000000000005 0.087830000000000005 -0.0010249999999999997 0.024640000000000006 -0.0093349999999999978 0.078515000000000015 -0.077689999999999995 0.0033900000000000002 0.11265500000000002 0.095575000000000007 -0.23029999999999998
decision_type=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 8 10 13 11 -2 -12 14 15 16 -10
right_child=6 3 4 -5 5 -7 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0027722062030980485 0.0040226989169384877 -0.00060234645932560058 0.0011587383294077564 0.0021075215775115176 -0.0028687683925339986 9.7516043152810826e-05 0.0020873197031829765 -0.0017210282190417772 0.00055611435405551626 -0.0027063234488608778 0.0014468209164597387 0.00056875711972731013 -0.0011800148273560527 0.0014565085783051156 -0.0019725796190595913 0.0014417650079687672 -0.0021955656139494638
leaf_weight=0.0014124884881086463 0.0011085271139154593 0.0014769822620573636 0.0010629461335949636 0.0012243085256029573 0.0010189666793907889 0.001269806575743466 0.0010573289995247084 0.0010076715505183973 0.0011141818785347368 0.0010219502723065599 0.001653647780098467 0.0010268871476152297 0.0017815557656131456 0.0017576611737117886 0.0014261932807970723 0.001806443160572796 0.0011653960120345808
leaf_count=491 210 58 267 35 732 409 131 141 36 138 312 171 363 101 64 139 112
internal_value=0 -0.000508042 -0.00115095 0.00062585 -0.000467723 -0.00122308 0.00021678 8.37771e-05 0.00021497 -0.000283844 0.00095745 0.00236175 8.44986e-05 5.66921e-05 -0.000389663 0.000162842 -0.000850636
internal_weight=0 0.0074655 0.00476421 0.00270129 0.00335172 0.00228877 0.0159274 0.0148701 0.0138624 0.00829183 0.00557062 0.00213541 0.0034352 0.00726988 0.00551221 0.00408602 0.00227958
internal_count=3910 1992 1899 93 1408 1141 1918 1787 1646 590 1056 381 675 452 351 287 148
is_linear=0
shrinkage=0.00483252


Tree=1435
num_leaves=31
num_cat=0
split_feature=31 52 133 133 401 376 123 130 1456 1365 14 38 13 133 43 150 16 1429 2 2 3 2 2 2 48 48 2 4 4 49
split_gain=0.00105635 0.000761262 0.000698325 0.000599983 0.000636518 0.000631076 0.000791799 0.000569121 0.000502184 0.000507775 0.000529075 0.00043867 0.000759035 0.00057093 0.000575473 0.000740687 0.000726667 0.000690243 0.000659715 0.000489857 0.000461893 0.000699896 0.000436376 0.000699885 0.000473537 0.000421438 0.000504558 0.000383939 0.000415074 0.000373085
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.17468499999999998 0.087020000000000014 0.11605500000000001 0.088610000000000008 0.085970000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.077685000000000018 0.11100500000000002 -0.26418499999999995 0.095090000000000022 -0.06705499999999999 0.08882000000000001 0.15100500000000003 0.084920000000000009 0.087995000000000004 0.098195000000000018 -0.078669999999999976 0.10251500000000001 0.11230000000000001 0.11635500000000001 0.095825000000000007 0.086870000000000017 0.084235000000000018 -0.083329999999999987 0.074650000000000008 -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 -3 -4 5 6 7 8 -5 10 11 12 19 14 15 20 17 18 27 -10 21 25 24 -24 29 26 -14 -16 -29 -20
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 -12 -13 13 -15 16 -17 -18 -19 22 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00131410271080938 -0.00149207133752685 -0.0014679150641720598 0.00090644698192746229 -0.0009866632144383857 -0.0013728109720455481 -0.0012776924193917281 0.0011866951923409741 -0.0013160906900513824 -0.0001235843282900255 -0.0011281880028643568 -0.000988909525435646 -0.0010524559805343506 0.00018809597243596313 -0.00099190815232221702 0.00014401835134304498 -0.00087987279664998076 -0.0012314420277508501 0.0011386757642391923 -0.00040519824332785185 0.0012568887858958159 0.00087853843136556078 0.0012904757613135429 -0.0011996885236124084 0.00012259267955455521 0.0012723261904491988 0.00074014039093446007 -0.00097267285593908496 -0.0011873655729314292 -5.5706606791133173e-05 0.00055584707762613658
leaf_weight=0.0011133130123114334 0.0012852198622372848 0.0011633889334648475 0.001221034397593356 0.0018671279550857558 0.001239856506596553 0.0013711964345481933 0.0010861864364807286 0.0011585433543926374 0.001033768842916504 0.0012792574779680868 0.0016439037784774504 0.0011048455418460881 0.0020227045340330827 0.0017382349067233118 0.001218362218399536 0.0013207985920866703 0.0016631834654514668 0.0010615937000171263 0.0019627099083612265 0.0018647677638998772 0.0034248408898669416 0.0011219158698301257 0.001549823274785922 0.0031221464206858673 0.0011480817376376962 0.0011515012718651407 0.0018597139451940192 0.0030918564596039283 0.0011506892877526376 0.0022356069175899496
leaf_count=113 275 229 52 300 266 28 107 233 27 68 74 32 97 421 134 151 78 35 58 81 224 30 15 102 30 61 179 257 46 107
internal_value=0 -0.000270741 -0.000237257 -0.000205937 -0.000236465 -0.000203891 -0.000168736 -0.000204824 -0.000172343 -0.000132088 -9.71685e-05 -5.51008e-05 -2.24438e-05 -9.64005e-05 -4.29191e-05 0.000249358 -0.000217949 -0.000116042 -0.000202093 0.00076454 0.000405034 0.000141597 4.30759e-05 -0.000316045 0.000356895 -0.000114455 -0.000367923 -0.000651869 -0.00088043 0.000106559
internal_weight=0 0.0481629 0.0468776 0.0457143 0.0444932 0.0432534 0.0418822 0.040796 0.0396374 0.0377703 0.036491 0.0348471 0.0337423 0.0308438 0.0291055 0.0109015 0.0182041 0.0165409 0.0154793 0.00289854 0.00958068 0.00615584 0.0100184 0.00467197 0.0053464 0.00503392 0.00388242 0.00546091 0.00424255 0.00419832
internal_count=3910 3797 3522 3293 3241 2975 2947 2840 2607 2307 2239 2165 2133 2025 1604 742 862 784 749 108 591 367 312 117 195 337 276 437 303 165
is_linear=0
shrinkage=0.00160853


Tree=1436
num_leaves=17
num_cat=0
split_feature=1 49 15 47 49 12 52 16 4 47 133 4 4 2 52 13
split_gain=0.000102251 0.000203626 0.000181939 0.000163764 0.000455712 0.000146757 0.000263352 0.000220603 0.000168167 0.000176992 0.000158116 0.000218981 0.000251919 0.000206558 0.000269503 0.000144802
threshold=0.10398500000000001 -0.045004999999999996 -0.24219999999999997 0.10783500000000001 0.0062100000000000011 0.10214500000000001 -0.11271999999999999 0.20277000000000003 -0.23071499999999998 0.086425000000000016 -0.0056849999999999991 0.015635000000000003 -1.0000000180025095e-35 0.084235000000000018 -0.0066199999999999991 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 -1 8 -8 10 -10 12 13 -12 -15 -5
right_child=1 2 3 15 -6 -7 7 -9 9 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0024030542209531008 0.0019840500848750859 0.0014395175369645049 -0.0036813532157235142 0.001821292393763525 0.0010364448282570043 -0.0020916307855589171 -0.001980958333890085 0.0023189055647051919 -0.0010961212500757462 -0.0019485218166856296 0.0023893694442378411 0.0025228215022759372 -0.0018621557265868034 -0.0016771503553743613 0.0018173044922641529 -0.00066061629339412924
leaf_weight=0.0013221825381387617 0.0018761922757370986 0.0018452165465746156 0.0012895509215659073 0.0011421291120790045 0.0010635725708674215 0.0011991647038958895 0.0012384777166851184 0.0011585180457163178 0.0016958038734772073 0.0010601001489022243 0.0015594782402835227 0.0015032610348192643 0.0012654205850027214 0.0013738653156694274 0.0011577176941193158 0.001616092525797086
leaf_count=433 213 295 163 74 66 335 60 68 716 161 322 182 129 238 379 76
internal_value=0 0.000424132 3.42086e-06 -0.000515016 -0.00154899 -0.000303759 -0.000142981 0.000105776 -0.000130443 0.0001079 0.000362707 0.000723346 0.000218335 0.000861859 -7.91019e-05 0.000367097
internal_weight=0 0.00883275 0.00695656 0.00511135 0.00235312 0.014534 0.0133348 0.0120126 0.0108541 0.00961565 0.00855555 0.00685974 0.00535648 0.00409106 0.00253158 0.00275822
internal_count=3910 887 674 379 229 3023 2688 2255 2187 2127 1966 1250 1068 939 617 150
is_linear=0
shrinkage=0.00533549


Tree=1437
num_leaves=18
num_cat=0
split_feature=51 1 47 50 1 0 159 3 2 12 12 4 2 48 3 15 16
split_gain=9.00956e-05 0.00021919 0.000200369 0.00022285 0.000161127 0.000214361 0.000213873 0.000198805 0.000197962 0.000178294 0.000149447 0.000134506 0.000271846 0.00024734 9.21833e-05 0.000105716 4.65264e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11771000000000002 0.10119500000000002 0.076710000000000014 -0.084074999999999997 -0.026594999999999997 0.0048550000000000008 0.083185000000000023 0.096485000000000015 0.078515000000000015 0.0057500000000000008 0.11230000000000001 0.084670000000000009 -0.032959999999999996 0.024640000000000006 -0.019979999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 16 -6 8 9 10 -8 13 -13 -9 15 -7 -2
right_child=1 -3 -4 -5 6 14 7 11 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0013859738447223212 -0.0024380770555623623 0.0020291525758466497 -0.0021783350166844455 -0.0022291284148741085 0.0025024049649754157 -0.0011220780897831129 0.000639671986766266 0.00050132163787931447 0.0022561862346054283 0.0017440202647201644 -0.0019312431782967038 0.0016706836799704158 -0.001563641569870715 -0.0027518513622402569 0.0011857779279478471 0.00055100790789284939 -0.00097136608668389193
leaf_weight=0.0011231535053276556 0.0011072368450133234 0.0012746335159622276 0.001046677425867725 0.001002112264777851 0.0011870599167339022 0.0018397019238944601 0.00115127822965716 0.0010292496574386689 0.001847052486926487 0.0012495083094923309 0.0010507651379420557 0.001537440103361376 0.0010714018682926874 0.0012666743114042589 0.0014352014152678762 0.0018306968338925311 0.0010001364488917835
leaf_count=145 567 157 114 418 126 235 159 102 327 91 323 76 71 95 42 546 316
internal_value=0 4.54017e-05 -7.70335e-05 3.51484e-05 0.000157119 -0.00041935 0.000522166 0.000291785 0.000953764 0.00025679 -0.00058711 -0.000423349 0.000342408 -0.00129347 0.00012658 -0.000287587 -0.00174199
internal_weight=0 0.0219268 0.0206522 0.0196055 0.0186034 0.00721297 0.0113904 0.0102034 0.0052986 0.00345155 0.00220204 0.00490477 0.00260884 0.00229592 0.0051056 0.0036704 0.00210737
internal_count=3910 3765 3608 3494 3076 1706 1370 1244 900 573 482 344 147 197 823 781 883
is_linear=0
shrinkage=0.00492917


Tree=1438
num_leaves=17
num_cat=0
split_feature=403 484 11 484 457 48 0 1 150 4 0 4 1 43 43 0
split_gain=8.78147e-05 0.000133741 0.000150171 0.000138858 0.000132105 0.000173572 0.000258579 0.000231598 0.000134811 0.000133077 0.000229017 0.000164283 0.00031634 0.00017557 0.000174533 0.000365308
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 0.084225000000000008 -0.0034949999999999994 0.016865000000000002 -0.18901999999999997 0.096035000000000023 0.083205000000000015 0.15045000000000003 -0.11756999999999999 -0.077679999999999985 0.095575000000000007 -0.075819999999999985 -0.15426499999999996 -0.083424999999999985
decision_type=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 11 -11 14 -13 -14 -6 -16
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12 12 13 -15 15 -17
leaf_value=-0.0010335390365997709 -0.0010982383494307591 -0.0012959695905811804 -0.0011553147709483802 0.0016558188039841155 0.0017115685560271181 -0.0012826364071286968 0.00071324787476783214 0.0030988882738350295 0.00073090693753530755 -0.00075504257684635891 0.0017360620078376663 -0.0024474292641915416 -0.00135408970702718 0.0007849145846199185 0.0013597455659426602 -0.0014109865807285116
leaf_weight=0.0013635569730989982 0.0013616959717906709 0.0011929883841979563 0.0014465401422699689 0.0010853991817256761 0.0010648110003650402 0.0010217384162487519 0.0016873560374285118 0.0011738452894871632 0.0012671881285797326 0.0010320240813959519 0.0016029011933064727 0.0014424542488366597 0.001078842941645064 0.0016529636675279846 0.0014295877140365065 0.0018662528161105486
leaf_count=930 254 264 206 141 55 49 209 200 27 119 209 687 78 107 159 216
internal_value=0 4.59754e-05 0.000125176 0.000223874 0.000135974 0.000238953 0.000865376 0.00169199 -0.000167905 -4.98746e-05 0.000760368 -0.000300015 -0.00088488 -5.98193e-05 0.00025985 -0.000209167
internal_weight=0 0.0214066 0.0202136 0.0187671 0.0176817 0.01632 0.00515013 0.0028612 0.00228893 0.0111698 0.00263493 0.00853491 0.00417426 0.00273181 0.00436065 0.00329584
internal_count=3910 2980 2716 2510 2369 2115 485 409 76 1630 328 1302 872 185 430 375
is_linear=0
shrinkage=0.00412451


Tree=1439
num_leaves=29
num_cat=0
split_feature=1429 4 480 1213 1348 14 11 1456 1374 1 0 42 2 3 16 40 13 0 43 3 2 133 2 3 15 2 2 2
split_gain=0.000534475 0.000591011 0.000698457 0.000548978 0.000503482 0.000718968 0.000414962 0.000393333 0.000394786 0.000319487 0.00047487 0.000384307 0.000342549 0.000677352 0.000794351 0.000575987 0.00037454 0.000563083 0.000469312 0.000307385 0.000278739 0.000273127 0.000267684 0.000338312 0.000242262 0.00042245 0.000144771 4.92107e-05
threshold=-1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -0.081334999999999977 0.088030000000000011 0.077685000000000018 0.088315000000000018 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.084074999999999997 0.091955000000000023 1.0000000180025095e-35 0.090325000000000003 -0.17157499999999998 0.028705000000000001 -0.0016149999999999999 -0.10071499999999999 -0.074254999999999988 -0.115685 0.10946500000000002 0.084285000000000013 0.10433000000000002 -0.084129999999999996 -0.094924999999999995 0.093070000000000014 0.13215000000000002 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
left_child=-1 2 3 -2 5 6 7 -5 -9 10 21 19 15 24 -15 16 18 -18 -11 -12 -16 -10 23 -21 -14 -26 -22 -25
right_child=1 -3 -4 4 -6 -7 -8 8 9 12 11 -13 13 14 20 -17 17 -19 -20 22 26 -23 -24 27 25 -27 -28 -29
leaf_value=-0.0010788078539718279 -0.001060346691307676 0.0010080499140053861 -0.0012801303038127169 -0.00076553067377073002 0.0010724219085164125 -0.0012159271670146073 -0.00078884429434861875 -0.00067362492756196707 -0.0010922835515663305 0.00068010766327556229 0.00088188512772283459 -0.00061736354936929637 0.001294547616877991 -0.00071752931127742089 -4.2946325099794529e-05 0.0010599695280411505 0.00017250981712577196 -0.0011888965383391457 -0.00039765436537325937 -0.00020271849159029712 0.0012529202715825306 -0.00017788299074142269 -0.00042720252163096868 0.00046322166012245278 0.0011884707416896661 1.8793338487484035e-05 0.0004590934221988618 0.00091803269745948724
leaf_weight=0.0010820363121416534 0.001085847585433313 0.0012947431629783115 0.0010049968768025821 0.001222932838287504 0.0010408346097023893 0.0010779008935670733 0.0013246513680655872 0.0014037491378218183 0.0012778321776113965 0.002001695400593583 0.0015367793817411199 0.0012888657275673676 0.0019066454558237522 0.0018351815260092552 0.0012579181360852232 0.0010815953955467528 0.0013101757249387447 0.0014938332570615387 0.0017309861988272779 0.0016061626586141228 0.0010620225402924177 0.0018185808230175016 0.0015124541385578283 0.0010000055670112088 0.0014004296321559195 0.0014377076134557409 0.0010493329634257975 0.0012054448799156958
leaf_count=181 375 210 235 273 54 114 77 63 351 187 39 188 83 81 56 20 12 120 259 214 44 249 111 76 34 126 43 35
internal_value=0 1.44312e-06 -3.38054e-05 1.0172e-06 3.40549e-05 2.12007e-06 4.21913e-05 7.72047e-05 0.000111311 0.000149552 -4.99324e-05 0.000142054 0.000277255 0.000462466 8.48411e-05 3.53751e-05 -0.00013416 -0.000552778 0.000180308 0.000284717 0.000521878 -0.000555239 0.000112346 0.00032644 0.000876675 0.00059595 0.000858392 0.00071181
internal_weight=0 0.0382693 0.0369746 0.0359696 0.0348837 0.0338429 0.032765 0.0314403 0.0302174 0.0288136 0.0112461 0.00814971 0.0175675 0.00994924 0.00520446 0.00761829 0.00653669 0.00280401 0.00373268 0.00686085 0.00336927 0.00309641 0.00532407 0.00381161 0.00474478 0.00283814 0.00211136 0.00220545
internal_count=3910 3729 3519 3284 2909 2855 2741 2664 2391 2328 1263 663 1065 467 224 598 578 132 446 475 143 600 436 325 243 160 87 111
is_linear=0
shrinkage=0.00151575


Tree=1440
num_leaves=31
num_cat=0
split_feature=158 1213 160 52 133 133 376 0 0 1 12 48 1 47 0 160 484 132 47 42 40 0 15 4 13 4 3 0 0 48
split_gain=0.000899463 0.000840546 0.000805309 0.000845925 0.000973529 0.000623342 0.000800322 0.000761127 0.000910479 0.000544239 0.000995612 0.000618376 0.000559345 0.000615724 0.000670635 0.000664903 0.000519914 0.000499763 0.000540004 0.00096846 0.000764453 0.0004856 0.000473129 0.000462645 0.000689482 0.000440964 0.000429867 0.000390779 0.000384882 0.000369972
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.40446999999999994 -0.51745999999999992 -0.26719999999999994 -0.17468499999999998 0.11605500000000001 -0.077944999999999987 -0.082604999999999998 0.12730000000000002 0.11655500000000001 0.12675000000000003 0.11327500000000001 0.09252500000000001 -0.230625 0.093550000000000008 0.087495000000000017 0.080815000000000012 0.098205000000000015 -0.090359999999999982 -0.012844999999999997 -0.11524 -0.12507499999999996 -0.23071499999999998 -0.069479999999999986 0.015635000000000003 -0.13309499999999996 -0.13870499999999999 -0.060094999999999989 -0.084204999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 16 29 18 19 -9 -21 -15 -14 24 -22 -7 -26 -11 -25 -16
right_child=-2 2 3 4 5 6 -8 17 -10 27 -12 -13 22 21 15 -17 -18 -19 -20 20 23 -23 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-0.00097563988246787128 -0.0014793851100312759 -0.0010142694926574686 -0.0012579019674367172 -0.0013819423661965426 0.0012586002218414607 0.00018487796761953011 -0.0011885178875341682 -0.0012553616730101214 -0.0012576358184577081 0.00019677005160904403 -0.00152122142266736 -0.00096348485980567698 0.00019281981730082315 -0.00013009337523208687 -0.00070036249650635291 -0.0011118653290559343 -0.00077812505039990979 0.0011083054381153667 0.00099253181175006219 0.0013793668785901912 0.0004679015636953628 -0.0015532327163013081 0.0015772055679188386 -4.671386757489828e-05 -0.00018463378627577923 0.0015004430562396897 -0.0015218747743968211 0.001450491423126589 0.00095198849203415178 0.00029579905380071667
leaf_weight=0.0021527993412950022 0.001057976388626646 0.0017696185545932322 0.0011664195890144216 0.0010751222498756588 0.0011982714026981247 0.0012059382099778174 0.0011568829344978928 0.0010868457757382552 0.0013896706067856304 0.001398260815861474 0.0010519571247140638 0.0014154258901584163 0.0013606508149487384 0.0014514759311481384 0.0010138550985274728 0.0012288059326941428 0.0014885163151290301 0.0022547558062493431 0.0023363959965578837 0.0014295219425315428 0.0019893370819090705 0.0010119895928391012 0.0011186937743503647 0.0016761097960769113 0.0013298852011871531 0.0013351406354153994 0.001086012090015135 0.0011083819414330334 0.0022450242303576617 0.010845582178748987
leaf_count=559 167 267 270 185 43 27 25 50 261 46 24 37 36 29 33 98 82 104 52 129 21 90 40 244 14 41 68 70 115 683
internal_value=0 -1.07157e-05 3.06443e-05 6.88055e-05 0.00010153 0.000136042 0.00010616 0.000140311 -1.27706e-05 5.12195e-05 -2.03086e-05 4.69469e-05 0.000111777 2.24244e-05 0.000128508 -1.81602e-06 0.000100375 0.000422239 0.000304863 0.000156684 0.000313992 -0.000714718 0.000817462 0.000131082 -0.000219626 0.000876106 -0.00078576 0.000751138 0.000525088 0.000210638
internal_weight=0 0.0523773 0.0502245 0.0484549 0.0472885 0.0462134 0.0450151 0.0438582 0.0284243 0.0270347 0.024528 0.0234761 0.0220606 0.0195813 0.0171178 0.0145768 0.013348 0.0154339 0.0131791 0.0108427 0.00975589 0.00246347 0.00247934 0.00832637 0.00440523 0.00254108 0.0024159 0.00250664 0.00392113 0.0118594
internal_count=3910 3743 3184 2917 2647 2462 2419 2394 1597 1336 1220 1196 1159 1083 964 896 798 797 693 641 591 119 76 462 103 68 82 116 359 716
is_linear=0
shrinkage=0.00157699


Tree=1441
num_leaves=31
num_cat=0
split_feature=31 52 151 4 14 1348 14 1456 1213 4 42 16 42 15 42 4 52 4 16 13 1 2 16 457 42 47 43 15 16 51
split_gain=0.000726989 0.000677571 0.000615919 0.000913146 0.000797984 0.000748314 0.000867929 0.000636149 0.000590094 0.000593933 0.000578805 0.000679863 0.000475539 0.000597025 0.00087976 0.00053547 0.000500706 0.000663432 0.000540815 0.000419903 0.000409875 0.000521469 0.000436862 0.000803497 0.000706717 0.000380058 0.000236691 0.000343332 0.000195364 0.000181921
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.40391999999999995 0.28937500000000005 -0.46879999999999994 0.084620000000000015 0.077685000000000018 -1.0000000180025095e-35 -0.081334999999999977 -1.0000000180025095e-35 0.091955000000000023 0.22945500000000005 0.08622500000000001 0.084050000000000014 -0.089024999999999979 -0.49837999999999999 0.10898500000000001 -0.029114999999999999 -0.083144999999999983 -0.0019849999999999994 0.10937500000000001 1.0000000180025095e-35 -0.094359999999999986 0.085130000000000025 0.083725000000000008 0.096475000000000019 -0.24333999999999997 -0.055679999999999993 -0.00083999999999999993 0.0077750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 12 -12 13 15 -15 -10 17 19 -19 -17 21 -11 24 -24 -23 -6 -22 29 -21 -28
right_child=1 2 3 4 25 -7 -8 8 9 20 11 -13 -14 14 -16 16 -18 18 -20 28 26 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010760449091059929 -0.0011106200058984936 -0.00090940624322895236 -0.00094740898393947607 -0.00049324208446182248 0.0011150139171206127 0.00095944047180883613 -0.0012186861705320547 -0.00099106192730781311 -0.00043900970450620817 -0.0011044105546135538 -0.0012153272985814308 0.00024782492239402878 0.00073660023654854856 0.00049536880621208542 -0.0008747273300791648 0.0011600257019325701 -0.00036537800942021583 0.00057841962266386377 -0.00058102710246619852 -1.0732319741889879e-05 -0.00034334505783951475 -0.0010472450829285389 -0.00049330403172203816 0.00089349329003689845 0.00012578202500302055 0.00026003308929840727 -0.00046031877069701687 0.00063486678725313192 0.00076357289356659606 0.0002941517120881908
leaf_weight=0.0010177905106291121 0.0010281524204609474 0.0013358151243032515 0.0013700343973371545 0.0010427110741915158 0.0025015063288241204 0.0011927062575587391 0.0011744324537419351 0.0010782453222302748 0.0014980306208265326 0.0014878914474554319 0.0011030284871683662 0.0011088336301625645 0.0027634874765843911 0.0013371802838344493 0.0020938978900775238 0.002811301898171692 0.0012456628264945193 0.0014535332723488665 0.0013520806882200299 0.0010758511511639313 0.0018020916540990584 0.0020847978535856191 0.0015932526860627507 0.0013386992380901575 0.0015660913906478391 0.0014187347315817167 0.001242285534975629 0.0019427057665382117 0.0012004917743411109 0.001008030990336195
leaf_count=113 275 84 312 46 267 46 110 338 59 109 318 24 251 124 317 92 63 51 266 27 12 124 181 21 94 39 38 35 32 42
internal_value=0 -5.16484e-05 -2.70284e-05 4.54961e-07 0.000532712 -6.9198e-05 -0.000102599 -6.57351e-05 -3.04028e-05 8.82339e-07 0.000152773 -0.000481831 0.000236168 0.000137864 -0.000340765 0.000292252 0.000412118 0.000534818 1.96594e-05 0.000818905 -0.000204759 -0.000398897 -0.000239433 0.000139893 -0.000544061 0.000805596 5.65939e-05 0.000228481 0.000397619 -0.000122353
internal_weight=0 0.0452516 0.0442234 0.0428876 0.00496295 0.0379246 0.0367319 0.0355575 0.0341875 0.0331092 0.0190434 0.00221186 0.0168315 0.014068 0.00343108 0.010637 0.00913892 0.00789326 0.00280561 0.00508764 0.0140658 0.00807073 0.00658284 0.00293195 0.00365089 0.00392024 0.00599511 0.00419302 0.00227634 0.00225032
internal_count=3910 3797 3522 3438 352 3086 3040 2930 2618 2280 1624 342 1282 1031 441 590 531 468 317 151 656 529 420 202 218 306 127 115 59 80
is_linear=0
shrinkage=0.00131955


Tree=1442
num_leaves=31
num_cat=0
split_feature=156 158 9 160 1213 457 1429 4 1348 14 11 157 13 47 403 132 403 484 49 3 39 457 1 47 1 1 13 49 43 48
split_gain=0.00107147 0.00106038 0.00100011 0.000828276 0.00083051 0.000763616 0.000723719 0.000840536 0.000765894 0.0010949 0.000743653 0.000655553 0.000769514 0.00106755 0.000771167 0.000719241 0.000835101 0.000656425 0.000615807 0.000990413 0.000641024 0.000747365 0.000651551 0.000518364 0.0005788 0.000489803 0.000476019 0.000458167 0.00040464 0.000582788
threshold=-1.0000000180025095e-35 0.11034000000000001 -0.016839999999999997 -0.40446999999999994 -0.082704999999999987 0.51789000000000007 -1.0000000180025095e-35 0.50657000000000008 0.090050000000000005 0.077685000000000018 0.088315000000000018 -0.08107499999999998 -0.060719999999999989 0.10436500000000001 -0.084084999999999979 0.085645000000000013 0.087440000000000004 -1.0000000180025095e-35 0.10513500000000002 0.11265500000000002 0.005105000000000001 0.082870000000000013 0.087800000000000017 0.086425000000000016 0.08844500000000001 0.10471000000000001 0.16421000000000002 -0.084114999999999981 0.070805000000000021 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 -2 -4 -5 6 -6 8 9 10 11 -8 13 23 -14 16 17 -16 19 20 21 22 26 24 27 -24 -19 -13 29 -29
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 12 14 -15 15 -17 -18 18 -20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012937226798870314 0.0012939201491561012 -0.0012172956544031679 -0.00093072236646898801 -0.0010801339042842144 -0.00083788764185760282 -0.0010347938100890746 0.00071045082133694198 0.0010491107193647863 0.0011075912425083695 -0.0011504619732606125 -0.00075652717869951547 -0.00059491523587077908 -0.0011527613869767453 0.00093570077914711665 -0.0010576075180346181 0.00081410520787153387 -0.0012397370760553748 0.00029863668745430341 0.00077309003483921022 -0.00079845098320955861 0.00074057449423650299 0.00070238020383960845 -0.001118276609343799 -0.00076906843803828894 0.00063520358728579647 -0.0001947283746970784 -0.00059619589430636843 -0.00036014142211832707 0.00055547935617639729 0.00076225351044706836
leaf_weight=0.0011050317065991458 0.0010115790285856177 0.0011852607091792358 0.001568357280353593 0.00111551010360078 0.0014194379008500837 0.0010655515558255493 0.00283835288513301 0.0015105222735692916 0.0011566451803832747 0.0012538640016086502 0.0017250036529148352 0.0016918491130049071 0.0010860619772048432 0.0033111630610394007 0.0010033002399629778 0.0015475594991136701 0.0010232938869462185 0.0043620539047078966 0.0016404017547100294 0.0025508097272322052 0.0020824132087988731 0.0018961415204756813 0.0016858892576703255 0.0010268239536057608 0.0034585986611708206 0.0022353963154628786 0.0012889191773552966 0.0032228029133969374 0.0026284698203702384 0.0010190436776120748
leaf_count=197 118 161 255 311 135 17 230 150 47 89 71 47 337 101 74 56 102 195 70 44 87 37 115 52 252 36 22 412 58 32
internal_value=0 -7.01806e-06 1.98322e-05 -4.75737e-06 2.38043e-05 4.85669e-05 7.22879e-05 9.96332e-05 6.8274e-05 4.13074e-05 7.57988e-05 0.000110313 6.63666e-05 0.000279675 -8.93971e-05 -3.52186e-05 -0.000101707 -3.95825e-05 1.79862e-05 -5.89423e-05 8.02631e-05 -3.96352e-05 -0.000186619 0.000113191 0.000188555 -0.000591792 9.45361e-05 8.13564e-06 0.00015664 -9.05019e-05
internal_weight=0 0.0546111 0.0534258 0.0524142 0.0508459 0.0497304 0.0486648 0.0472454 0.0457349 0.0445782 0.0433243 0.0415993 0.038761 0.0163588 0.0224022 0.0213162 0.0197686 0.0187453 0.017742 0.0161016 0.0135508 0.0114684 0.00957226 0.0130476 0.0120208 0.00392129 0.00565097 0.00856217 0.00687032 0.00424185
internal_count=3910 3713 3552 3434 3179 2868 2851 2716 2566 2519 2430 2359 2129 954 1175 838 782 680 606 536 492 405 368 853 801 151 217 549 502 444
is_linear=0
shrinkage=0.00129368


Tree=1443
num_leaves=31
num_cat=0
split_feature=52 133 453 1213 1429 4 480 403 1374 484 11 4 38 1374 14 376 39 484 0 3 484 3 13 151 13 4 52 16 15 13
split_gain=0.000903545 0.000857024 0.000668573 0.000713259 0.000576923 0.000736466 0.000774074 0.000543499 0.000481274 0.000392824 0.000446003 0.000697877 0.000412713 0.000451075 0.000405361 0.000433011 0.000476395 0.000496512 0.000536939 0.000427759 0.000452961 0.000590075 0.000522662 0.000680929 0.000516581 0.000490078 0.000666948 0.000390728 0.000401058 0.000489432
threshold=-0.51745999999999992 -0.26719999999999994 0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -0.084084999999999979 0.087785000000000016 0.091130000000000017 0.088315000000000018 0.27608500000000008 1.0000000180025095e-35 -0.094679999999999986 0.064610000000000015 0.11605500000000001 0.090455000000000021 -0.0043499999999999988 -0.23029999999999998 0.16699000000000003 0.085815000000000016 -0.015794999999999997 0.16421000000000002 -0.087864999999999985 0.25430000000000003 0.0051950000000000008 0.071660000000000015 -0.008069999999999999 0.085120000000000015 -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 -3 -5 6 7 -6 9 10 11 12 13 -9 15 16 17 -15 -19 20 21 22 23 -20 -24 26 -23 28 29 -25
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 25 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012474361769775526 -0.0012667980563360805 -0.00075892296354349421 -0.0010528157349832617 -0.00090053710194499734 -0.00080384654359682195 0.0011885377828232933 -0.0011038524350582017 -0.00038670168235929205 -0.00074773151320804145 -0.00059799754290623089 -0.00053599429128770807 0.0010855084027801491 -0.00060872874341352974 -0.00046163374104454753 -0.00057453057257687585 -0.0005527207414981459 0.0011540836816078066 0.0010990523800986252 -0.0006199087169771291 0.0010122500506914915 0.0010796631994405626 -0.0013220456261041102 -0.00084827892385293767 0.0004195033119890269 0.00044756044642170169 0.00028922498384138985 7.2303078772977928e-06 0.00094104397082286982 0.00074186652667745717 -0.00076585529967239862
leaf_weight=0.0011540771911912598 0.0010121932182541029 0.0019735419777909815 0.0010782706437950642 0.0010940100981413617 0.0011872973027395864 0.0012490153088955949 0.0010262868216953649 0.002150754384885544 0.0011136280995986949 0.0012073183958575253 0.0014851370609376682 0.0018439554975292474 0.0011932418549918103 0.0015544589547479273 0.0010498316009144295 0.0010878653647523598 0.0013654590810889813 0.0017610216546017727 0.001006549233983022 0.0015084779862117861 0.0011781306739653266 0.0013325178072181388 0.0012946395017792147 0.0019676534622661218 0.0011295623940894561 0.0021771395668892524 0.0016649128684314007 0.003785414336297423 0.0028330981895980933 0.0010462200979466261
leaf_count=275 229 566 36 96 404 200 206 58 86 141 57 147 37 292 68 14 68 17 66 59 52 84 29 78 30 49 26 164 154 122
internal_value=0 7.26515e-06 3.63459e-05 6.34892e-05 0.000102795 0.0001301 9.61592e-05 0.000128633 0.00015877 0.000187108 0.00021465 0.000248503 0.000198855 0.000231091 0.000278985 0.000312553 0.000349315 0.000303981 0.000356443 0.000293944 0.000238137 0.000183775 0.000342304 0.00047601 -0.00024448 -0.000216429 -0.000583704 0.000590529 0.000363601 8.0242e-06
internal_weight=0 0.0453576 0.0443454 0.0432671 0.0412936 0.0401996 0.0389506 0.0379243 0.036737 0.0356234 0.034416 0.0329309 0.0310869 0.0298937 0.027743 0.0266931 0.0256053 0.0242398 0.0226853 0.0209243 0.0194158 0.0182377 0.0130631 0.0106389 0.0024242 0.00517457 0.00299743 0.00963239 0.00584697 0.00301387
internal_count=3910 3635 3406 3370 2804 2708 2508 2302 1898 1812 1671 1614 1467 1430 1372 1304 1290 1222 930 913 854 802 643 584 59 159 110 518 354 200
is_linear=0
shrinkage=0.00140032


Tree=1444
num_leaves=19
num_cat=0
split_feature=14 13 40 47 123 133 50 42 4 43 48 133 150 3 4 1 13 2
split_gain=0.000128165 0.000123304 0.000181137 0.000305706 0.000226553 0.000205617 0.000275709 0.000255149 0.000286268 0.00021292 0.000339785 0.000227908 0.000226169 0.000202632 0.000178813 0.000137061 0.000129509 7.02954e-05
threshold=0.073890000000000011 -0.23438999999999996 1.0000000180025095e-35 0.13177500000000003 0.083745000000000014 0.092000000000000012 0.083475000000000008 0.098285000000000011 -0.34687499999999999 -0.00084499999999999994 0.086125000000000021 0.065880000000000008 0.090145000000000017 -0.100615 -1.0000000180025095e-35 0.10617500000000001 -0.49820499999999995 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 5 6 7 8 -3 11 14 13 -12 -10 17 -16 -1 -11
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 10 12 -13 -14 -15 15 -17 -18 -19
leaf_value=-8.6750805397432036e-05 -0.0017824252187476635 -0.0023184633253592875 0.0019183435500169637 -0.0028112224769199171 0.0021694266405813695 -0.0022956873202970665 -0.0019275757893250987 0.0023493833178132419 0.00012547624745697512 0.0034281457152635576 -0.002498636316997733 0.0010629402699655517 0.00060501066203966626 -0.0026114710850261794 -0.00039024781536656477 0.001862290402835815 0.002113182741527287 0.001701692648889186
leaf_weight=0.0013013836839363691 0.0010077770377530096 0.0012393000827928208 0.0010802414481835823 0.0010683541738458749 0.001098454602803777 0.0010932407048785528 0.0017458242345984717 0.00126007934147604 0.0011545548640201032 0.0010289899996338558 0.0011205281593391972 0.0012771402179656 0.0012619558019650867 0.0016769972081942192 0.0016077906360001913 0.0011869356229602945 0.0014086197858614305 0.0014173058060212851
leaf_count=81 135 191 80 71 257 608 490 138 109 55 74 310 29 741 153 79 124 185
internal_value=0 4.93697e-05 -8.49951e-05 -0.000197489 -4.37995e-05 -0.000186215 -4.18763e-05 0.000189447 -2.03736e-05 0.000222379 0.000719621 -0.000700232 -0.000854694 -0.00149549 0.00143528 0.000566418 0.00105674 0.00242789
internal_weight=0 0.0230277 0.0203177 0.0192375 0.0181691 0.0170706 0.0159774 0.0142316 0.0129715 0.0117322 0.00762351 0.00410869 0.00238248 0.00283155 0.00524102 0.00279473 0.00271 0.0024463
internal_count=3910 3775 3570 3490 3419 3162 2554 2064 1926 1735 575 1160 103 850 472 232 205 240
is_linear=0
shrinkage=0.00502775


Tree=1445
num_leaves=18
num_cat=0
split_feature=4 11 160 403 0 15 52 43 2 12 4 15 150 2 47 1 15
split_gain=0.000117458 0.0001645 0.000211233 0.000164652 0.000150891 0.000169148 0.000205227 0.000206743 0.000158905 0.000136182 0.000216692 0.000298446 0.000161813 0.0001396 0.00012319 0.000120412 1.90387e-05
threshold=0.27608500000000008 0.077165000000000025 -0.217635 0.088015000000000024 0.076335000000000014 0.099325000000000011 1.0000000180025095e-35 -0.00084499999999999994 0.106285 -0.023959999999999995 -0.0040999999999999986 -0.0058549999999999991 0.087235000000000021 0.079395000000000007 0.11566000000000001 0.11198000000000001 -0.0039399999999999991
decision_type=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 -4 11 -11 13 14 -12 -2 -9
right_child=15 -3 3 -5 8 -7 7 16 -10 10 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0021251001953713775 -0.00022328081170849931 -0.0020498090736126599 -0.0015712504701633531 -0.00179760432712082 0.00013978274476982751 -0.0015521029532526546 -0.00025541197479225818 0.0017992925164076958 0.0027612298114042212 -0.0030694700536328229 -0.00089279583599550182 0.00028382712913160385 -0.00063336425438364488 0.0022110585952786789 0.0015645520537386046 0.0017725639278086448 0.0027775227640702348
leaf_weight=0.0011716010355319875 0.0013725685046437333 0.0011047436060670482 0.0014865820051970209 0.0011124569252531418 0.0012318309606049729 0.0015652816804345724 0.0013459431026581134 0.0010019654741408174 0.001112360103491028 0.0011241055540864419 0.0010529729280823793 0.0016641791477742807 0.0017358952766541869 0.0018559299396701534 0.0010106566200436262 0.0017237782905446808 0.001009766291032139
leaf_count=346 109 212 188 299 63 259 510 74 27 505 93 432 68 225 33 332 135
internal_value=0 -0.000162475 -5.54493e-05 7.69818e-05 0.000198244 1.11503e-05 0.000195296 0.00126984 0.00138371 -0.000168032 7.9015e-05 -0.00106806 0.000644555 0.00121052 0.000310683 0.000887833 0.0022903
internal_weight=0 0.0205863 0.0194815 0.0183099 0.0171975 0.0148533 0.013288 0.00335767 0.00234419 0.00993032 0.00844374 0.00278828 0.00565545 0.00391956 0.00206363 0.00309635 0.00201173
internal_count=3910 3469 3257 2911 2612 2522 2263 719 90 1544 1356 937 419 351 126 441 209
is_linear=0
shrinkage=0.00502775


Tree=1446
num_leaves=31
num_cat=0
split_feature=9 52 160 1213 52 14 1456 475 50 3 15 38 13 159 4 150 1 2 12 159 130 0 0 16 4 2 12 16 43 4
split_gain=0.000503393 0.000458395 0.000451978 0.000438194 0.000399317 0.000842116 0.000356633 0.000426255 0.000481561 0.000373677 0.00043182 0.00040226 0.000429325 0.000395625 0.000333466 0.000364648 0.000292696 0.000387782 0.000261944 0.000254282 0.000250774 0.000283661 0.000535134 0.000354819 0.000306947 0.000298559 0.000274052 0.000137501 0.000137494 0.000125173
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.40446999999999994 -0.081334999999999977 -0.40891499999999997 0.077685000000000018 1.0000000180025095e-35 -0.050754999999999995 0.09525500000000002 -0.15464999999999998 -0.26361999999999991 0.086545000000000011 -0.083514999999999992 0.082325000000000023 0.26048500000000002 -0.15013499999999999 0.11507500000000002 0.086915000000000006 0.099370000000000014 0.08894500000000001 -0.081624999999999989 -0.10575999999999998 -0.07773999999999999 -0.078844999999999985 0.0057500000000000008 0.086130000000000012 -1.0000000180025095e-35 -0.092424999999999993 -0.0031199999999999995 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 9 29 -11 12 16 14 15 -14 17 -12 -19 -6 -17 24 25 -24 -22 -23 -25 -26 -10 -9
right_child=1 2 3 4 5 -7 -8 8 28 10 11 -13 13 -15 -16 20 -18 18 -20 -21 21 22 23 26 27 -27 -28 -29 -30 -31
leaf_value=0.00080412606507149632 -0.00080127105420153572 -0.00081348092000935938 -0.00085614057471818333 0.00080764994286763533 0.00021603322293943221 -0.0011681087609373871 -0.00068326061183959102 0.00019906354020234233 0.00096424103142592524 0.00064760546611966391 -0.00049329048286782121 -0.0009406765565803288 0.00069516448178204738 -0.00092727734116611034 -0.00079028745013395288 0.00049682464987917487 0.0007912044859182632 0.00044942212035062209 -0.00031593799421885787 0.0011344887739980134 -0.00036261261071446766 -0.0013460402966443397 0.00053915001024221394 0.00012064158648897479 5.7455148199798541e-05 -0.00036253063289655056 -0.00068882075384528582 0.00065106889927659035 0.00028620875517197745 0.00085611226094016099
leaf_weight=0.0012653008244856703 0.0014492175053817382 0.0012886331979451429 0.0010579515924334917 0.0011369979589517234 0.0012019163902821086 0.0010884048026418283 0.001207352238918157 0.0010825455285612406 0.0011021297760488713 0.0014260811349066536 0.0016278349533614357 0.0010225697688621685 0.0010226984782804047 0.0012576492588909352 0.0013037750034188287 0.0010231062241685693 0.0012228766526174439 0.0034973389263892596 0.0010542873574621581 0.0010007525176485288 0.0019451081865715552 0.0012616015030123455 0.0011479417772717326 0.0013390088858180604 0.0015330436211016263 0.001004219764585812 0.0017452774527862269 0.0013117370496900094 0.0010656712595935583 0.0010203030090178899
leaf_count=128 353 305 353 31 183 92 256 20 93 147 179 45 12 176 72 88 64 173 21 82 77 231 64 35 28 212 216 12 103 59
internal_value=0 -5.83337e-05 -2.99991e-05 -2.49667e-06 2.28345e-05 -3.01879e-06 3.49175e-05 6.18296e-05 1.98929e-05 -2.76707e-05 -7.22279e-05 -0.000114438 -7.81724e-05 -0.000202858 -0.000140616 -7.70914e-05 0.000189567 7.05072e-05 0.000272143 0.000633321 -0.000141244 -0.000199077 -0.000382262 -9.96474e-05 4.94357e-05 -0.000910145 -0.000337402 0.000331172 0.000630927 0.000517864
internal_weight=0 0.039448 0.0379988 0.0367102 0.0356522 0.0345152 0.0334268 0.0322195 0.0300168 0.027849 0.0257462 0.0243201 0.0232975 0.0158952 0.0146375 0.0133337 0.00740234 0.00617946 0.00455163 0.00220267 0.012311 0.0112879 0.00649805 0.00423223 0.00478989 0.00226582 0.00308429 0.00284478 0.0021678 0.00210285
internal_count=3910 3782 3429 3124 2771 2740 2648 2392 2127 1931 1852 1705 1660 1223 1047 975 437 373 194 265 963 875 758 315 117 443 251 40 196 79
is_linear=0
shrinkage=0.00134594


Tree=1447
num_leaves=31
num_cat=0
split_feature=31 1348 14 1456 52 457 457 1213 160 1374 1456 50 403 123 128 15 15 159 12 48 1 2 49 48 43 133 16 1 16 3
split_gain=0.000770584 0.000669072 0.00102967 0.000742635 0.000667217 0.000577121 0.00064157 0.000687479 0.000579703 0.000604555 0.000630094 0.000583501 0.000690954 0.000525633 0.000533752 0.000443629 0.000777886 0.000634678 0.000494282 0.000498058 0.000566183 0.000560008 0.000735521 0.000629542 0.000369054 0.000763214 0.000335365 0.000298597 0.000244245 0.000224234
threshold=-1.0000000180025095e-35 0.093505000000000019 0.077685000000000018 -1.0000000180025095e-35 -0.51745999999999992 -0.23052999999999998 -0.079274999999999984 -1.0000000180025095e-35 -0.40446999999999994 -0.094679999999999986 1.0000000180025095e-35 0.09525500000000002 0.088015000000000024 0.10103000000000001 0.086435000000000012 -0.26361999999999991 -0.19153499999999998 0.10276500000000001 0.10673000000000001 0.11930500000000001 0.10420500000000001 -1.0000000180025095e-35 -0.085974999999999982 0.089125000000000024 -0.00084499999999999994 0.088055000000000008 -0.19424999999999998 0.13501500000000002 -0.087969999999999979 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 12 13 14 15 -11 -17 18 19 20 21 -18 23 -23 25 29 -26 -22 -13 -24
right_child=1 -3 -4 4 5 6 7 8 9 10 -12 28 -14 -15 -16 16 17 -19 -20 -21 27 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0010578844072961638 -0.00095199933196717817 0.00098665062356637339 -0.0011796310889442651 -0.0010597393608757779 0.00097939446522866242 -0.00088517839643928453 -0.00080512290924886958 -0.00080859629464359042 -0.00066413587945153053 0.00087862289977290789 -0.00085479050998230554 0.00121505208390671 -0.00089973990520914493 -0.0007874648638101627 -0.00059398915359868939 -0.00084951820349570895 -0.00065734981064386963 -0.0006606414311869876 -0.00033227183267155457 -0.00053952261880410113 0.0010342890329246945 -0.0011160537660998115 0.00029062518918679739 0.00027358030780250743 0.00011933477070779605 -0.00054366066137792081 0.00081312561624783558 0.00029045961093916413 0.00037775366778355511 0.00093247623075951296
leaf_weight=0.0011021718259012206 0.0015238094598709609 0.0010437652367976105 0.0014410207353190421 0.0010386821342580612 0.0010445703471342318 0.0014205336231385415 0.0016952617135928541 0.0013115392027199793 0.0017894927691486364 0.0016596290505235733 0.0011134275892122339 0.0011591053694033349 0.0011460830339372055 0.0010199603584741803 0.001488476132338378 0.0012296453688150832 0.00106694193701705 0.0013332334360827139 0.0021261391841465018 0.0010790461578284996 0.0030046550384765771 0.00103992937695807 0.0027756652986863179 0.0012499026770811383 0.001560702081187415 0.0016727787733068489 0.0054476550548918949 0.0013673397567952605 0.0012726823020392511 0.0014391088597101188
leaf_count=113 347 31 123 238 39 159 532 191 62 154 205 30 126 68 115 58 67 87 99 40 128 50 209 23 30 196 186 18 122 64
internal_value=0 -5.81729e-05 -8.16171e-05 -4.6515e-05 -1.48338e-05 1.06952e-05 -1.37056e-05 1.72059e-05 5.3554e-05 8.40803e-05 0.000122062 0.000153922 0.000106146 0.000143868 0.000176024 0.000216882 0.00017527 0.000225348 0.000274918 0.000334399 0.000380121 0.000266728 0.000331653 -0.000357523 0.000454025 0.000210476 0.000658624 0.000801657 0.00077685 0.000509781
internal_weight=0 0.0475608 0.046517 0.045076 0.0435522 0.0425135 0.0414689 0.0400484 0.0383531 0.0370416 0.0352521 0.0341387 0.0317069 0.0305608 0.0295408 0.0280524 0.0263927 0.0251631 0.0238299 0.0217037 0.0206247 0.0162527 0.0151857 0.00228983 0.0128959 0.00588755 0.00700836 0.00437199 0.00243179 0.00421477
internal_count=3910 3797 3766 3643 3296 3058 3019 2860 2328 2137 2075 1870 1718 1592 1524 1409 1255 1197 1110 1011 971 825 758 73 685 469 216 146 152 273
is_linear=0
shrinkage=0.00131955


Tree=1448
num_leaves=19
num_cat=0
split_feature=1 0 147 403 15 52 2 52 151 2 48 42 43 4 42 16 133 3
split_gain=0.000106513 0.000223514 0.000154321 0.000172838 0.000248713 0.000178482 0.000182094 0.000253221 0.000207214 0.000145169 0.000128751 0.000215677 0.00012245 0.000123828 0.000109286 0.000143251 0.000104354 0.000100385
threshold=1.0000000180025095e-35 -0.084074999999999997 0.089245000000000005 0.03138500000000001 0.024640000000000006 0.28122000000000008 0.088820000000000024 0.06136500000000001 -0.044604999999999992 0.11230000000000001 0.086065000000000016 0.084100000000000022 -0.074254999999999988 -0.00072999999999999985 -1.0000000180025095e-35 0.18936500000000003 0.085515000000000022 -0.074679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 5 6 12 8 -8 -10 11 14 17 -14 -3 -16 -1 -2
right_child=2 10 -4 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19
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leaf_weight=0.001139195901009144 0.0010481841779770296 0.0011305739583272745 0.0010764390839292917 0.0012911018772592273 0.001798225589159542 0.0011043810162942877 0.0014537634413877027 0.0010245235898764804 0.0018326064063123298 0.0016985882706829492 0.0010683127228767741 0.0012542123578110353 0.0010012167792821103 0.0019167220873513857 0.0010576541280005181 0.0010337392612882468 0.0010021880691399865 0.0010416766620231638
leaf_count=620 161 411 131 140 446 92 120 85 170 197 89 428 82 174 49 19 376 120
internal_value=0 -0.000405143 0.00016105 5.8396e-05 -7.03031e-05 0.000133798 0.000286101 0.000751352 0.000382431 0.000901037 1.4997e-05 -0.000280131 -0.000272211 -0.000796835 0.0002628 0.000799615 -0.00149297 0.000460288
internal_weight=0 0.00768588 0.0162874 0.015211 0.0139199 0.0121217 0.0110173 0.00600948 0.00498496 0.00353119 0.00554449 0.00447618 0.0050078 0.00291794 0.00322197 0.00209139 0.00214138 0.00208986
internal_count=3910 1992 1918 1787 1647 1201 1109 572 487 367 996 907 537 256 479 68 996 281
is_linear=0
shrinkage=0.00396435


Tree=1449
num_leaves=31
num_cat=0
split_feature=31 1429 4 1348 14 480 1213 13 3 52 43 13 49 2 48 16 16 151 15 0 12 42 0 4 48 16 457 3 16 43
split_gain=0.000882987 0.000600546 0.000535441 0.000566717 0.000790504 0.000557591 0.000488594 0.000516601 0.000566477 0.000538481 0.000411815 0.000382298 0.000356896 0.000638231 0.000373022 0.000432617 0.000314989 0.000388848 0.00034022 0.000424507 0.000916954 0.000610468 0.000484029 0.000969348 0.000662032 0.000377018 0.000399828 0.000370856 0.00032697 0.000301719
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 0.077685000000000018 0.08456000000000001 0.04198000000000001 -0.083514999999999992 -0.14818499999999998 0.11588000000000002 0.19761500000000001 -0.076679999999999984 0.10888500000000001 0.099990000000000009 0.087645000000000015 -0.08286499999999998 -0.41862999999999995 -0.095804999999999987 -0.11739999999999999 -0.053834999999999994 -1.0000000180025095e-35 0.085465000000000013 -0.10575999999999998 -0.032604999999999995 0.084905000000000022 -0.094359999999999986 0.31089000000000006 -0.100615 -0.079209999999999989 -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 5 6 7 9 -9 10 12 -10 13 14 15 -3 -13 -18 -19 21 -21 22 24 28 -20 -26 -27 -22 -24 -23
right_child=1 2 -4 -5 -6 -7 -8 8 11 -11 -12 16 -14 -15 -16 -17 17 18 19 20 27 29 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0012964489083124712 -0.0011164983892693683 0.00091858236856660414 0.00097099286810510674 0.0010367010125087795 -0.0013456595232391188 -0.0011382152059189201 -0.001001895780893363 0.00055385937860154798 -0.0011090041365120684 -0.00053204313917827031 -0.0005043689348671681 -0.00080198361751282509 -0.0003297948409843554 0.0011834308798409914 -0.00049181191238452382 -0.00014511844950363382 0.00070614578112694138 -0.00093006200099490961 0.00087030169371514509 0.00035052878982002082 -0.00031234041141882802 0.0013211750304765418 -0.00040972197515994389 -0.0013673628561369252 -0.00096024717814586894 -0.00055068108487825646 0.00075917084396740539 -0.0014711453970311971 0.00075936722187643719 0.00023085775649754942
leaf_weight=0.0011302447466014489 0.0012034385229231495 0.0023157087660001813 0.0011917116852204193 0.0010532210921680987 0.0011188883180823775 0.0010563054310571687 0.0011303887472413612 0.0025775854466800674 0.0010095430052102219 0.0016268818938943727 0.0010150211450383759 0.0015837492037671297 0.0010149831884411764 0.0029342815060309224 0.0010929729632003227 0.0014153722233266868 0.001286552871772261 0.00121772928082699 0.0019879755789897653 0.0017897239647233221 0.0010029608113821809 0.0011066919384461471 0.0011562397756112348 0.0017402102761843279 0.0011033857333586639 0.001030141305768062 0.0011148307421535719 0.001727215167906449 0.001047621290076961 0.0012325271124429835
leaf_count=113 179 184 167 54 122 247 310 112 295 138 35 113 62 133 61 212 49 78 52 37 22 21 277 212 18 43 8 151 157 248
internal_value=0 -6.12413e-05 -3.00239e-05 -6.02331e-05 -9.02917e-05 -5.26512e-05 -2.10274e-05 1.05344e-05 -0.000116992 0.000275466 0.000409679 -0.0001988 0.000515429 0.000626005 0.000286944 0.000515071 -0.000153146 -9.77319e-05 -0.000157662 -9.90211e-05 -0.000492688 5.54401e-05 -0.000120694 -0.000521721 0.000181364 -0.000240262 0.000130103 -0.00104545 0.000146013 0.00074669
internal_weight=0 0.0418839 0.0406804 0.0394887 0.0384355 0.0373166 0.0362603 0.0351299 0.0237147 0.0114152 0.00978834 0.0211371 0.00877332 0.00775834 0.00482405 0.00373108 0.0201276 0.0185438 0.0172573 0.0160395 0.0045199 0.0115196 0.0091804 0.00394407 0.00523633 0.00324836 0.00214497 0.00273018 0.00220386 0.00233922
internal_count=3910 3797 3618 3451 3397 3275 3028 2718 1893 825 687 1781 652 590 457 396 1486 1373 1324 1246 210 1036 767 646 121 69 51 173 434 269
is_linear=0
shrinkage=0.00151575


Tree=1450
num_leaves=31
num_cat=0
split_feature=158 52 133 1213 160 1 43 148 48 51 14 1374 52 0 42 49 151 3 3 47 0 0 0 132 52 49 0 4 0 0
split_gain=0.000896291 0.000736576 0.000859942 0.000758322 0.0007449 0.000560148 0.000570764 0.000676727 0.000628679 0.000830273 0.000619528 0.000498587 0.000545526 0.000464529 0.00046449 0.000462241 0.000948722 0.000584159 0.000418224 0.000483882 0.00040195 0.000839463 0.000570914 0.00045764 0.00055752 0.000370662 0.000481698 0.000330318 0.000283021 0.000373472
threshold=0.11034000000000001 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 0.10113500000000002 -0.14252999999999996 -0.07990499999999999 0.12862000000000004 0.12900500000000004 -0.24487499999999998 -0.094679999999999986 0.11401500000000002 -0.14293499999999998 -0.09602999999999999 -0.085974999999999982 0.083140000000000006 0.084925000000000014 -0.115685 0.12209500000000001 -0.077944999999999987 -0.083424999999999985 -0.084304999999999977 0.080815000000000012 0.091210000000000013 -0.016474999999999997 -0.10071499999999999 0.05309500000000001 -0.12329499999999999 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 18 -8 10 -10 13 -6 14 -9 -13 16 -16 20 -7 -20 21 22 25 24 -22 -17 27 -27 -12 -30
right_child=-2 2 3 4 5 6 7 8 9 -11 28 12 -14 -15 15 17 -18 -19 19 -21 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0012470519068464869 -0.0014541522650585372 -0.0013531398371676941 -0.00090532145049006664 -0.00097525150184925714 -0.00098541609188822557 -0.0010331692809807519 -0.00067082782468522216 -0.00052239180954310842 -0.001138973964551512 0.00081576607698852482 0.0012526935130489569 -0.00084860499819877904 -0.00084897172500884334 0.0008112800527387326 -0.0010995717147153409 0.00067667410774986257 0.00069877223474416677 0.00066351341593280004 0.00076482498475877929 -0.00061329820239026511 -0.00038466250225444314 -0.0012404273915440549 0.00088899213241212642 0.0012046966116283787 0.00078707211694393391 -0.00058638545293463536 -0.0011561676186586654 0.00044632192328537341 -0.00012658229288262446 0.00096283334230522536
leaf_weight=0.0011078709333738326 0.0010361721949571625 0.0010531752359575477 0.0018676929722740701 0.0014874733159352385 0.0011848594231729228 0.0010238086247391642 0.0010874238329969818 0.0013633625380862213 0.0010535925660377652 0.0010244004499782022 0.0040749044187461964 0.0011698180212083012 0.0015423888638317331 0.001151543577675219 0.0018431917535079992 0.0010047247350977182 0.0011317764832310395 0.0055213358112951019 0.0013492985891634382 0.0011099969865426829 0.002164512774346491 0.0013921823216400684 0.0015880265639687252 0.0012821742449240503 0.0017597802650843875 0.0013633437651794289 0.0012904161364902236 0.0016201337465662213 0.0010340493071723262 0.0027595209351211035
leaf_count=275 167 221 533 252 51 27 39 17 29 34 180 130 165 92 55 61 37 103 60 7 187 219 44 48 50 59 434 52 32 250
internal_value=0 -9.18525e-07 2.82694e-05 5.97288e-05 0.000100344 0.000137646 0.000355352 0.000498854 0.000600924 -0.000175334 0.000756275 -5.74641e-06 4.12983e-05 8.82796e-05 0.000100661 0.000151225 -0.000415422 0.000240012 -0.000202851 0.000142812 6.6358e-05 -0.000145731 7.62138e-05 0.000402787 0.000140781 -0.000168303 -0.000366944 -2.55888e-05 0.000969778 0.000665881
internal_weight=0 0.0484068 0.0472989 0.0462457 0.044378 0.0428906 0.0170319 0.0135488 0.0124614 0.00207799 0.0103834 0.0258587 0.0246738 0.00251491 0.0231314 0.0219616 0.00297497 0.0189866 0.0034831 0.0024593 0.0134653 0.00825883 0.00686664 0.00520647 0.00392429 0.00527862 0.00427389 0.00298348 0.00786847 0.00379357
internal_count=3910 3743 3468 3247 2714 2462 767 673 634 63 571 1695 1644 109 1479 1349 92 1257 94 67 1154 869 650 285 237 606 545 111 462 282
is_linear=0
shrinkage=0.00154607


Tree=1451
num_leaves=19
num_cat=0
split_feature=128 1 403 4 0 147 49 43 49 2 0 14 0 48 42 133 16 1
split_gain=0.00017439 0.000118869 0.000191162 0.000321743 0.000189771 0.000185899 0.000171563 0.000182421 0.000169478 0.000172755 0.000330207 0.000479418 0.000168166 0.00011458 0.00018819 0.000101948 9.84099e-05 3.42536e-05
threshold=0.086435000000000012 1.0000000180025095e-35 0.03138500000000001 -0.23071499999999998 -0.084074999999999997 0.088505000000000014 -0.081419999999999979 -0.14005499999999999 -0.006494999999999999 1.0000000180025095e-35 -0.14136999999999997 -0.13131999999999996 -0.06402999999999999 0.086065000000000016 0.084100000000000022 0.085625000000000021 -0.083564999999999987 0.10264000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 15 6 -5 -8 -9 12 11 -11 -10 14 16 -1 -6 -13
right_child=-2 2 -4 5 13 -7 7 8 9 10 -12 17 -14 -15 -16 -17 -18 -19
leaf_value=-0.0028096939941610042 -0.0021186833745512408 -0.0026161004215884171 0.0022728920943649649 0.0016936557491600127 0.0015299606590971173 0.0024557367296719275 -0.0017526295704553621 -0.0011121513583441957 -0.001303516641372464 -0.0025017294038888645 0.0035388928902673885 0.0011354037505473637 0.0011975185324107629 0.0015469753000160371 -0.0019922476988684934 -0.00056848696065815664 -0.0003492866492419268 0.0024728528020149239
leaf_weight=0.0011345689209006273 0.0010041222535153568 0.0010236013352322723 0.0012155250748842042 0.0017232105342631652 0.0011694444352599014 0.0010339864854342915 0.0014330952342129786 0.0019883501277322439 0.0018756748768371549 0.001026484578503073 0.0011883086877546856 0.001006929590953054 0.0011348221593648292 0.0010738558218807981 0.0012635925612757559 0.0010080335992518896 0.0019630353042858787 0.0010075379665158701
leaf_count=578 266 218 124 147 64 121 113 138 431 42 169 75 104 88 428 358 368 78
internal_value=0 6.41259e-05 0.000319698 0.000155305 -0.000461537 0.000366718 0.000192304 -5.03657e-05 0.00021399 0.000578206 0.00124657 0.000350804 -0.000360739 4.52256e-05 -0.000321616 -0.00175527 0.00035229 0.00180433
internal_weight=0 0.0232701 0.0156575 0.014442 0.00761253 0.0134184 0.0123844 0.0106612 0.00922811 0.00723976 0.00422926 0.00304095 0.0030105 0.00546993 0.00439607 0.0021426 0.00313248 0.00201447
internal_count=3910 3644 1760 1636 1884 1418 1297 1150 1037 899 364 195 535 948 860 936 432 153
is_linear=0
shrinkage=0.00512831


Tree=1452
num_leaves=31
num_cat=0
split_feature=31 160 1213 52 133 133 38 3 376 403 484 52 454 15 1 48 2 15 159 1374 16 0 0 15 474 2 42 13 160 2
split_gain=0.00118074 0.00073531 0.000718815 0.000736178 0.000797404 0.000608528 0.000567967 0.00126352 0.000761372 0.000548535 0.000571753 0.000865008 0.000579369 0.000533699 0.000715262 0.0011382 0.000797579 0.000726329 0.0010331 0.000801855 0.000748252 0.000731729 0.00115749 0.00058217 0.000561856 0.000551349 0.000492548 0.000443625 0.000434997 0.000331101
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.082704999999999987 -0.51745999999999992 -0.26719999999999994 -0.17468499999999998 0.11976000000000002 0.31335500000000011 0.11605500000000001 0.088015000000000024 -0.0043499999999999988 0.024145000000000003 -1.0000000180025095e-35 0.099325000000000011 0.13535500000000003 0.12862000000000004 0.097940000000000013 -0.11739999999999999 0.09141500000000001 -0.094679999999999986 -0.089559999999999987 -0.077944999999999987 -0.10575999999999998 1.0000000180025095e-35 0.084655000000000022 0.08400500000000001 0.088235000000000022 0.16421000000000002 -0.080734999999999987 0.12068000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -12 14 15 16 17 -14 19 -19 -21 22 24 27 -22 -24 29 28 -18 -15
right_child=1 2 3 4 5 6 -8 -9 -10 -11 12 -13 13 26 -16 -17 23 18 -20 20 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001364845226116031 -0.0011166571952496737 -0.0013167967608873792 -0.0012826145504354184 -0.0013077795372679823 0.0011165412432665969 -0.0012312132541252754 -0.0010918729056403318 0.0015461568164395689 -0.0012685034936441731 -0.0010170124191775404 -0.00099011138337909768 0.00046432909202188651 -0.00086964113688747812 -0.0012040854613058834 0.0012949131972288506 -0.0012611840971804738 0.00011943093547697549 -0.0010358646047464051 -0.0012169518115592837 0.00078561231086208649 -9.8832714041663692e-05 0.00061454525299744285 -0.0015461900702556746 -0.00034214799929173188 0.0013920262176774058 -0.00032255181769454339 0.00050031337373487199 -0.00018299708459034413 0.0010527255514459182 -7.1217956757481664e-05
leaf_weight=0.0014426230759496108 0.001509048735655604 0.0010025761132677049 0.0010372605810791127 0.001035390593360829 0.0012770190437869635 0.0018419932696839272 0.0010456824645075349 0.0013279725438228853 0.0010772177870106417 0.0011245959044523515 0.00107219769798128 0.0011799196163570502 0.0018332095172512919 0.001574858532278788 0.0014294933876824447 0.0012629933550947206 0.0014820995830902026 0.0010821843882524709 0.001228695631781628 0.0057302615942207242 0.001314421069679367 0.003849217346002339 0.0014107653882917681 0.0013788400409922028 0.0011183320787040429 0.0023403678443554288 0.0010375338582928606 0.0010909752958137009 0.0061351431655058955 0.0010135631800949341
leaf_count=113 305 328 274 204 43 356 24 108 25 114 55 151 102 72 74 31 39 50 83 186 34 216 159 27 13 312 94 37 268 13
internal_value=0 -5.357e-05 -2.10524e-05 5.82584e-06 3.40836e-05 6.41174e-05 3.42399e-05 6.1041e-05 1.47551e-05 4.80393e-05 7.76815e-05 -0.000569181 0.000129969 0.000163041 0.000225467 0.000176558 0.000237098 5.7638e-05 0.000151689 0.000251516 0.000339897 8.53332e-05 -0.00024408 0.000591274 0.000586512 -0.00078275 -0.000399717 0.00073907 0.000871133 -0.000760482
internal_weight=0 0.0508438 0.0493348 0.0483322 0.0472949 0.0462596 0.0449825 0.0439369 0.0426089 0.0415317 0.0404071 0.00302191 0.0373852 0.036313 0.032687 0.0312575 0.0299945 0.0199075 0.0180742 0.0168455 0.0157634 0.0100331 0.00618389 0.0100871 0.00243275 0.00375113 0.00362596 0.00870822 0.00761724 0.00258842
internal_count=3910 3797 3492 3164 2890 2686 2643 2619 2511 2486 2372 507 1865 1810 1631 1557 1526 1155 1053 970 920 734 518 371 47 471 179 344 307 85
is_linear=0
shrinkage=0.00154607


Tree=1453
num_leaves=18
num_cat=0
split_feature=128 484 39 160 50 133 48 4 2 3 150 159 2 13 3 3 1
split_gain=0.000146358 0.000129348 0.000126392 0.000124741 0.000201511 0.000199192 0.000198822 0.000166505 0.000186509 0.000254562 0.000215089 0.00016154 0.000190549 0.000154735 8.71531e-05 0.000116224 0.00026139
threshold=0.086435000000000012 -0.0043499999999999988 -1.0000000180025095e-35 -0.098319999999999991 0.10030500000000002 -0.09590499999999999 0.11930500000000001 0.27020000000000005 0.11835000000000002 0.11476000000000001 0.090480000000000019 0.081975000000000006 0.10137500000000001 0.0024700000000000004 -0.082139999999999977 0.086245000000000016 0.094385000000000011
decision_type=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 -7 16 -16
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0016584711250324177 -0.0023683948330136067 -0.0019707787297536666 -0.0011901139474108195 -0.0023936639806289468 0.0031174570969159433 0.0030315131263604785 -0.0018784149966869603 0.0025076188120618666 -0.0021035375682198817 0.0032043213960103356 -0.0019008028067518644 -0.0015920157124198015 -0.0013521339372785323 -0.00020593594221979923 -0.0012141558242015917 0.0030131162570853909 0.0026491700937264413
leaf_weight=0.00157473033919897 0.001002082272060569 0.0010025729373555883 0.0019804662504422079 0.0010104261524732849 0.0010521973148163158 0.0017012672089709146 0.0013043698275596585 0.0017018897423512766 0.0010452954599339268 0.001354942575370722 0.0014615897411878196 0.0010959715488066965 0.0012057163968512974 0.0019192043669764014 0.0014280169852301534 0.0011390359327663191 0.0013143505667574384
leaf_count=587 266 77 475 314 134 360 93 276 124 58 152 167 218 176 289 41 103
internal_value=0 7.15491e-05 0.000196993 0.000301912 0.000459639 0.000301482 0.000464827 0.000663721 0.000434082 0.000644267 0.000336351 0.000669883 0.000954574 0.00132531 0.00185172 0.00133461 0.000637443
internal_weight=0 0.023292 0.0217173 0.0207147 0.0187343 0.0176821 0.0166717 0.0153673 0.0136654 0.0126201 0.0112652 0.00980356 0.00870759 0.00750188 0.00558267 0.0038814 0.00274237
internal_count=3910 3644 3057 2980 2505 2371 2057 1964 1688 1564 1506 1354 1187 969 793 433 392
is_linear=0
shrinkage=0.00625138


Tree=1454
num_leaves=19
num_cat=0
split_feature=51 1 47 50 42 402 52 51 1 16 12 43 2 48 16 0 1 51
split_gain=0.000111054 0.000216391 0.000181631 0.000205047 0.000176439 0.000160286 0.000163015 0.000143282 0.000210805 0.00032254 0.000237735 0.000247092 0.000131483 0.000224588 0.000205107 0.000152188 0.000125032 3.96768e-05
threshold=-0.40274499999999996 0.13860500000000003 0.11764000000000001 0.10119500000000002 -1.0000000180025095e-35 0.076115000000000002 -0.11271999999999999 -0.07742499999999998 0.10113500000000002 -0.30307999999999996 0.099370000000000014 -0.089604999999999976 0.089910000000000004 0.091875000000000012 -0.08755499999999998 -0.091694999999999985 1.0000000180025095e-35 0.0077750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 16 6 -6 -8 10 -10 11 -9 14 15 -13 -14 -2 -11
right_child=1 -3 -4 -5 5 -7 7 8 9 17 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0016437057267208704 -0.0022128085793458505 0.002070707261157996 -0.0022854171252799055 -0.0022763456632627563 -0.001282094197670787 0.0024177920617703707 -0.0011103829514864294 0.0024322229701379578 2.2682099874011786e-06 0.0038832821697728629 -0.0022510802801190498 -0.0027223553903036649 0.0027699168293795267 -0.0013929656116997949 0.00036355302119162947 4.8429124425342513e-05 2.5617194352251773e-05 0.0023858294922458568
leaf_weight=0.0011448875155508622 0.001391509322562475 0.0014273127279845884 0.0010082989992326033 0.001037782091231911 0.0017862263786513838 0.0010198419600905275 0.0015258050854542191 0.0014882414475995143 0.0017581722038664954 0.0010006105907776073 0.0010265898021445258 0.0010515048964666015 0.0013440431791251761 0.0010337792651062827 0.0014707621987703019 0.0010356983073560866 0.0014512230253559411 0.0010143196628982221
leaf_count=145 670 176 113 416 381 207 207 105 187 117 96 193 81 41 338 150 219 68
internal_value=0 5.91063e-05 -7.47833e-05 3.42873e-05 0.000157903 0.000368759 0.00023425 0.000431241 0.000623672 0.00167227 0.000155486 0.000488265 8.6877e-07 0.000683466 -0.000922928 0.00158549 -0.00107009 0.00312946
internal_weight=0 0.0228717 0.0214444 0.0204361 0.0193983 0.0165556 0.0155358 0.0137495 0.0122237 0.0037731 0.00845062 0.00742403 0.00593579 0.00341352 0.00252227 0.00237974 0.00284273 0.00201493
internal_count=3910 3765 3589 3476 3060 2171 1964 1583 1376 372 1004 908 803 272 531 231 889 185
is_linear=0
shrinkage=0.00533549


Tree=1455
num_leaves=31
num_cat=0
split_feature=158 31 52 133 1365 1429 42 123 52 14 42 43 0 133 3 133 50 1 48 15 15 3 52 150 457 159 4 42 1 1
split_gain=0.000970415 0.00114268 0.000739519 0.000861019 0.000653776 0.000602698 0.000646637 0.000745419 0.000792577 0.000867579 0.000670745 0.000806855 0.000710204 0.000611086 0.000740346 0.000492609 0.00054645 0.000741055 0.000642104 0.000917131 0.000672229 0.00103225 0.000859175 0.000660677 0.000820874 0.000632575 0.000736068 0.00086053 0.000479347 0.000672994
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084995000000000015 -0.40891499999999997 0.078275000000000025 -0.082904999999999993 0.0016850000000000001 -0.017269999999999997 0.10681500000000001 -0.15464999999999998 -0.15498499999999996 0.082310000000000008 0.10113500000000002 0.12649500000000002 -0.26361999999999991 -0.18057999999999996 0.10420500000000001 0.10599500000000002 0.086870000000000017 0.088550000000000004 0.090705000000000022 -1.0000000180025095e-35 0.060615000000000009 1.0000000180025095e-35 0.11831500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 -8 13 11 12 28 14 -10 -16 18 -18 19 -17 -21 22 23 25 -25 26 -22 -28 -7 -30
right_child=-2 2 3 4 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0013198385537841798 -0.0012466872210398728 -0.0010916526223076239 -0.0011680137317102574 -0.00093265270129061256 -0.00094982515586633206 -0.0013195981546702206 0.0010237994467581924 0.0012532726793471971 0.00078086228215390062 -0.001142067086381653 -0.0011468077495817267 0.00085049391917159638 0.00042563887701474527 -0.00087347419526307996 0.00094493230026792402 0.0013196588243266441 -0.0013196291604244935 2.8456838716066599e-05 -0.00067677117209928171 -0.00090784659108728634 0.00064117424488733003 0.00072993240002194361 -0.00095903648615083966 -0.0011251945632953261 0.00027113869131562267 -0.00062908024127350667 -0.00084891879959045639 0.00041238809095575565 0.00021471026188959081 -0.0010320883658918279
leaf_weight=0.0011089482565622691 0.0011199176327066343 0.0011262127077620301 0.0010917263065098872 0.0010761058306975038 0.0011851901856463334 0.0011600302740626678 0.0015829599642156458 0.0010255235387173758 0.002847504168984597 0.0010004689029203808 0.001267697537056911 0.0012654510057519275 0.0016413962519559178 0.0010723854943313618 0.001088774260583846 0.0011376652138127474 0.0011560948890815262 0.0018401362659687948 0.001695824801325684 0.0010857579020018193 0.0061409292246767805 0.0043157322340499063 0.001470024129036406 0.0015326997769462567 0.0014051551353304603 0.001279836758691478 0.0015656802105752723 0.0023637788447228303 0.0017446414935413657 0.001327347038568405
leaf_count=110 167 275 221 94 73 316 50 145 81 68 342 33 31 289 56 79 227 62 44 29 330 119 175 111 43 81 59 81 99 20
internal_value=0 -4.57623e-06 -3.48634e-05 -9.73659e-06 1.75898e-05 4.30185e-05 6.68731e-05 0.000144588 0.00011171 6.79563e-05 -0.000262298 -0.00010523 -0.000311144 0.00010579 0.000139747 7.47289e-05 3.96241e-05 -0.000491702 0.000105976 0.000165508 0.000103454 0.000158153 1.55756e-06 0.000100388 -0.000457338 0.000244748 0.000355802 -9.01755e-05 -0.000596907 -0.000324007
internal_weight=0 0.0496017 0.0484927 0.0473665 0.0462748 0.0450896 0.0440135 0.0356069 0.0345814 0.0329984 0.00840656 0.00713887 0.00587342 0.031998 0.0309256 0.0280781 0.0269893 0.00299623 0.0239931 0.0222973 0.0211596 0.0200738 0.0157581 0.0142881 0.00293785 0.0113502 0.0100704 0.00392946 0.00423202 0.00307199
internal_count=3910 3743 3633 3358 3137 3064 2970 2129 1984 1934 841 499 466 1866 1577 1496 1440 289 1151 1107 1028 999 880 705 154 551 470 140 435 119
is_linear=0
shrinkage=0.00131955


Tree=1456
num_leaves=31
num_cat=0
split_feature=31 1213 52 133 160 133 376 1456 0 0 1 47 1 12 483 52 0 3 0 0 4 42 16 43 43 132 16 0 13 42
split_gain=0.00101647 0.000752087 0.000769386 0.000831422 0.00067882 0.000591458 0.000709833 0.000604624 0.000566462 0.000826681 0.000456567 0.000490325 0.00064242 0.000569791 0.000594338 0.000449743 0.00048426 0.000736138 0.000534948 0.000482982 0.000423275 0.000503247 0.000646363 0.000445504 0.000562394 0.000512165 0.000501426 0.000414159 0.000377723 0.000320574
threshold=-1.0000000180025095e-35 -0.082704999999999987 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -0.17468499999999998 0.11605500000000001 1.0000000180025095e-35 -0.077944999999999987 -0.082604999999999998 0.12730000000000002 0.087850000000000025 0.10786000000000001 0.091055000000000011 0.085615000000000011 -0.0066199999999999991 -0.15007499999999999 0.090325000000000003 -0.23029999999999998 -0.21145499999999998 0.074650000000000008 0.091955000000000023 0.41476000000000007 0.093240000000000017 -0.077224999999999988 0.080815000000000012 0.032820000000000009 -0.12329499999999999 -0.083924999999999986 -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 8 9 10 11 13 -13 14 15 16 17 -7 -19 -17 21 23 -23 24 25 29 -26 -18 -21 -10
right_child=1 2 3 4 5 6 -8 -9 20 -11 -12 12 -14 -15 -16 19 27 18 -20 28 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0013239129491961418 -0.0012970178901133061 -0.001263847335056738 -0.0013411849331684896 -0.00095126582994041681 0.0010944321213094924 -0.0011675910399946156 -0.0011016830024075106 -0.00092620051294032819 -0.00046582560776323563 -0.0012232054528040145 0.00080483452811269695 -0.0011411353360271618 4.5544646155570872e-05 -0.0006534192566150361 -0.00088955709256301186 0.0012042507487184989 0.00098528559290815814 0.00059551801789996912 -0.00053464959267937985 0.00073423493746568402 0.00088407661550761137 -0.0012857841234241722 0.00035924018141906064 0.0011916755324542026 0.00051402139136980064 0.0012299719881900069 -0.00060965042427858079 -5.8274407751151492e-05 -9.8403514889547691e-05 0.00059639951321242997
leaf_weight=0.0012020591983462605 0.0010607278028262881 0.0010924947017112432 0.0010009621774473279 0.0015089576835132226 0.0011931460057779111 0.0014362798790870102 0.0011823293795587544 0.0013112024163838268 0.0010170859983844593 0.0012275273367414732 0.0015586051435256812 0.0018473139722342815 0.0022157379688358958 0.0020908176326938635 0.0010887692019148068 0.001763856742716275 0.001672218983924445 0.0020446476030926419 0.0016887583165612341 0.0022838156442084321 0.0025683859312650723 0.001024171460251023 0.0010875558306722155 0.0012464548824837616 0.0014073351010068834 0.001722285369476495 0.0023270275927878004 0.0016871353532922871 0.002542611007813618 0.0016375770380063796
leaf_count=113 355 274 219 263 43 29 27 261 68 306 83 133 42 133 71 50 91 27 22 145 168 225 40 18 85 38 93 207 222 59
internal_value=0 -5.97632e-05 -3.15246e-05 -1.85892e-06 2.83476e-05 6.28264e-05 3.32949e-05 6.6431e-05 9.96454e-05 -3.38436e-05 2.71907e-05 -2.70103e-05 -0.000493993 7.66777e-05 0.000170859 0.000247221 2.19297e-05 -0.000263509 8.43012e-05 0.00053879 0.000338784 0.000216675 -0.000438584 0.000364545 0.000237441 0.000598871 -0.000186183 0.000461189 0.000295592 0.000189427
internal_weight=0 0.0475358 0.0464751 0.0453826 0.0443816 0.0428727 0.0416795 0.0404972 0.039186 0.0251481 0.0239206 0.022362 0.00406305 0.0182989 0.0162081 0.0151193 0.00852904 0.00516969 0.00373341 0.00659028 0.0140379 0.0114695 0.00211173 0.00935777 0.00811131 0.00437695 0.00373436 0.00335935 0.00482643 0.00265466
internal_count=3910 3797 3442 3168 2949 2686 2643 2616 2355 1561 1255 1172 175 997 864 793 376 78 49 417 794 626 265 361 343 165 178 298 367 127
is_linear=0
shrinkage=0.00148603


Tree=1457
num_leaves=31
num_cat=0
split_feature=31 52 160 1213 1456 151 49 13 52 474 2 12 132 156 13 2 1 15 50 52 4 0 47 13 1373 1374 4 0 0 4
split_gain=0.00078682 0.000693409 0.000666203 0.000624435 0.000504847 0.000434039 0.000559206 0.000491544 0.00064348 0.000617021 0.000541729 0.000563635 0.00051892 0.000527918 0.000411994 0.000402756 0.000520185 0.000366774 0.000347857 0.00033208 0.000411071 0.000510708 0.000722229 0.000405147 0.000517517 0.000517867 0.00039941 0.000312326 0.000289135 0.000251089
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.40446999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.10513500000000002 -0.060719999999999989 0.11588000000000002 0.084420000000000009 0.099015000000000006 0.097345000000000015 0.085645000000000013 0.082150000000000015 -0.0041499999999999983 0.10488500000000002 0.084795000000000023 0.05377500000000001 0.086465000000000014 0.10701500000000001 -0.37626499999999991 -0.017269999999999997 0.087945000000000009 0.16421000000000002 0.09586500000000002 -0.094679999999999986 0.25367000000000006 -0.23029999999999998 -0.083564999999999987 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 13 14 -9 -12 -17 29 19 20 -16 22 23 24 25 -22 -24 -27 -29 -7
right_child=1 2 3 4 5 6 -8 9 -10 -11 15 -13 -14 -15 18 16 -18 -19 -20 -21 21 -23 26 -25 -26 27 -28 28 -30 -31
leaf_value=0.0012495894457225298 -0.0012476174377465718 -0.0010242048595226494 -0.00086784196582045069 -0.0007783180385575421 -0.00089525946054144409 -0.00088142320831725916 0.00077897727582725961 -0.00094920359863451633 -0.00068950550359686091 0.00073498420592996074 0.0014560113218342666 0.00092731949411904713 0.00069810760565454106 -0.0012508874441982186 -0.00096287948848861439 -0.00025872717438636732 0.00097135077431298878 0.00036711195626634285 -0.00091857088787937187 0.00065470223143428532 -0.00029302569502579634 0.0007985970234389737 -0.001486223491878333 -0.0007585356056094458 -0.00074358061309734674 0.0012823989265921649 -0.0002415685318757366 -0.00010264096375324819 0.00086910129546734975 -3.5247450445061726e-05
leaf_weight=0.0010172831985386646 0.0010813290621848872 0.001472695027222414 0.0017780048086624691 0.0016235561150290114 0.0010044925207992597 0.0014559467672177195 0.0024602593667599751 0.0013969614281498207 0.0013618714015279929 0.0018082082513973799 0.0013828458910722929 0.0015006777336178945 0.0013992497627479108 0.0010756131224112222 0.0011573421974588804 0.0012366864940744904 0.0019662225899204078 0.002147591368320434 0.0010812748784765893 0.0013577274941321002 0.0017695801689114922 0.0014267586573051471 0.0011839606534641287 0.001142002691516375 0.0010847530984392506 0.001266903259063307 0.0010967546753235524 0.0013383144434438391 0.0013666458941266058 0.0016542757411552866
leaf_count=113 275 305 555 251 81 289 175 357 124 115 18 41 111 55 17 36 177 181 76 38 20 39 42 69 18 37 14 80 101 100
internal_value=0 -7.26574e-05 -4.24049e-05 -6.72545e-06 3.27896e-05 6.82631e-05 9.50597e-05 4.50684e-05 0.000275674 -9.47797e-05 0.000391544 0.000124051 -0.000173154 -0.000241857 -0.000176747 0.000785774 0.000496401 -0.000105216 -0.000106089 -4.41809e-05 -0.000118122 -3.43866e-05 -0.000150347 6.07013e-05 0.000197757 0.000375608 -0.000887691 0.000673503 0.000388319 -0.000431356
internal_weight=0 0.0430785 0.0419972 0.0405245 0.0387465 0.0371229 0.0361184 0.0336582 0.0127061 0.0209521 0.0113442 0.00675849 0.0191438 0.0177446 0.016669 0.00458575 0.00320291 0.00525781 0.015272 0.0141907 0.012833 0.0116757 0.0102489 0.0079682 0.0068262 0.00574144 0.00228072 0.00397186 0.00270496 0.00311022
internal_count=3910 3797 3522 3217 2662 2411 2330 2155 966 1189 842 611 1074 963 908 231 213 570 551 475 437 420 381 325 256 238 56 218 181 389
is_linear=0
shrinkage=0.00148603


Tree=1458
num_leaves=31
num_cat=0
split_feature=401 158 31 160 457 1429 3 39 47 48 1 48 0 51 1 159 12 454 402 403 484 484 484 3 156 2 403 457 2 52
split_gain=0.000931292 0.000895328 0.00115796 0.000806174 0.00077599 0.000805097 0.00062382 0.000974439 0.00091652 0.000760259 0.001062 0.00102228 0.000661175 0.000956076 0.00079464 0.000696337 0.000661752 0.000598249 0.000617282 0.000699106 0.000690088 0.000852682 0.000596972 0.000786727 0.000861674 0.000734649 0.000819073 0.000652282 0.000616283 0.000722588
threshold=0.10072000000000002 0.11034000000000001 -1.0000000180025095e-35 -0.40446999999999994 0.51789000000000007 -1.0000000180025095e-35 0.31335500000000011 0.15608500000000003 0.13206500000000002 0.12649500000000002 0.10398500000000001 -0.082379999999999995 -0.15291499999999997 0.11024000000000002 0.12646500000000002 0.073745000000000019 0.097345000000000015 1.0000000180025095e-35 0.10089500000000001 0.088825000000000015 0.08764000000000001 0.085515000000000022 -1.0000000180025095e-35 -0.115685 0.082150000000000015 0.11339500000000001 -1.0000000180025095e-35 -0.0015249999999999997 0.075670000000000015 0.11401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 17 -12 -13 14 15 16 -14 18 19 20 21 22 -7 -24 25 26 -25 -28 -29 -30
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=0.0013462874807849739 -0.001301526073155232 -0.0012438526008704581 -0.00088681507077593069 -0.00094801224898144107 -0.0011114713545431079 -0.001000095552823686 0.00086909509822750985 0.001346449003704639 -0.00075160018358544291 -0.00077769733821128964 -0.00082685405719629503 0.0011014601506171735 -0.00057075347411643406 -0.00083928718360762658 0.0013197122605041495 0.0012467372358047849 0.00058776128779406951 0.0008115491693057972 0.00092374204283155847 -0.0011818343228951198 -0.0010327412729620726 0.00093519019825137411 0.00046928935602344403 -0.0010104011103278208 -0.0013460076530993717 -0.0010419263425518175 -0.00094186165686228939 -0.00055634827284491151 0.00037390698356732006 -0.0007809551952603932
leaf_weight=0.001171416488875864 0.0010151629016662547 0.0010305057649310769 0.0018203615573898482 0.0014291932355758865 0.001067446814658978 0.0012152582377215051 0.0017365161345186389 0.0010246279711338948 0.0026348448450645981 0.0018565015543945398 0.0010318051403430681 0.0030784563898385029 0.0018767082301538443 0.0010368444669559551 0.0017732957291489715 0.0010085335601210943 0.0017043560438594341 0.0014675673310904349 0.0010930529537369607 0.0010555193255244446 0.0012743955278224908 0.0015949127420142864 0.004555636204839327 0.0013503305424079617 0.00103816999628381 0.0013420238862291703 0.0010452622155288091 0.0018819749411136547 0.011060263278458882 0.0010770624136262627
leaf_count=110 194 166 288 164 17 375 127 29 65 56 22 61 102 37 100 71 39 30 106 115 146 57 119 591 125 82 50 139 291 36
internal_value=0 -8.17402e-07 2.23454e-05 -6.30532e-06 2.43356e-05 4.79957e-05 7.65718e-05 4.79465e-05 1.96701e-05 6.54214e-05 0.000102198 0.000451405 0.000577277 0.000359205 0.000554501 0.000258845 -1.9375e-05 -2.72447e-05 -6.88548e-05 -0.000106936 -6.55813e-05 -1.84673e-05 -8.03822e-05 -3.25169e-05 -0.000154147 -8.44639e-05 -6.18519e-06 8.38289e-05 0.000160303 0.000271425
internal_weight=0 0.0563328 0.0553023 0.0541309 0.0523106 0.0512431 0.0498139 0.0480774 0.0470528 0.0444179 0.0425614 0.01151 0.0104782 0.00739974 0.00636289 0.0045896 0.00358106 0.0310514 0.0295839 0.0284908 0.0274353 0.0261609 0.024566 0.0233507 0.0187951 0.0177569 0.0164149 0.0150646 0.0140193 0.0121373
internal_count=3910 3716 3550 3440 3152 3135 2971 2844 2815 2750 2694 432 410 349 312 212 141 2262 2232 2126 2011 1865 1808 1433 1314 1189 1107 516 466 327
is_linear=0
shrinkage=0.00134594


Tree=1459
num_leaves=31
num_cat=0
split_feature=156 158 9 453 1348 14 1429 4 133 133 1212 376 376 1374 51 42 45 3 483 2 156 1 12 1374 52 15 42 393 1 4
split_gain=0.00109345 0.00102881 0.00115146 0.000659672 0.00104183 0.000974804 0.000685178 0.00119355 0.000665939 0.000611797 0.00109127 0.00086007 0.000872419 0.000745667 0.000627534 0.000610195 0.000654202 0.000966164 0.000789988 0.000650267 0.000616615 0.000625427 0.000742955 0.000618489 0.000669373 0.00121991 0.000546306 0.000537511 0.000797658 0.000430516
threshold=-1.0000000180025095e-35 0.11034000000000001 -0.016839999999999997 0.10097500000000002 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 -0.17468499999999998 -1.0000000180025095e-35 0.11605500000000001 0.088415000000000007 0.090240000000000015 -0.24028999999999998 -1.0000000180025095e-35 0.093765000000000015 0.30601500000000009 0.083960000000000021 -1.0000000180025095e-35 0.091280000000000014 0.122185 0.10595000000000002 -0.094679999999999986 0.11588000000000002 -0.035939999999999993 -0.085679999999999992 0.084845000000000018 0.090355000000000005 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -11 12 13 14 -12 26 17 18 19 -17 21 22 23 -21 29 -26 27 28 -16 -25
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 11 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0014283776573375527 0.0014286721563651812 -0.0013553542227383204 -0.00098787513612103982 -0.0011166418037574721 0.0014051811151414391 -0.0012254111835255286 -0.0011103343322494213 0.0014095925681212023 0.00098635869338732337 -0.0014283844963926002 0.00082210760927167183 -0.0010914064803330137 0.0013315397474154556 -0.001167649422146208 -0.0012497555993824308 -0.00067121473699364401 -0.00094502283802993972 0.0014284130588798755 -0.00088062356202283677 -0.00055452361433293101 -0.0008555839987462369 0.0011652296405237591 -0.00095391813295634472 0.000223853040862161 0.00061968946368017985 -0.0012406733176264155 -0.0012935534349384787 0.00072349436624324654 0.00021316057982741072 0.0006742209318693252
leaf_weight=0.0011214968788873505 0.0011664402785427344 0.0011245178783438883 0.0013380903904420807 0.0010691699507958665 0.0010795572711757009 0.0013173086453392982 0.0010563349489404175 0.0012788909198350176 0.0013434031657912895 0.0010533430421555403 0.0021756728446669085 0.0013197415275811855 0.0011057539503078742 0.0010077512665258572 0.0014357666869185826 0.0018193379332869164 0.0011597100118763129 0.0011565172364877965 0.0015932114502485431 0.0017589119146350632 0.0010572454863235761 0.0014595615990800051 0.0010827897865217642 0.0092824058054490673 0.0014391760757406225 0.001437216498462345 0.0011409462575952259 0.0010180839342228687 0.0016164578463708779 0.0081165269004535318
leaf_count=197 118 161 146 27 46 110 205 148 27 247 90 19 25 59 277 103 24 74 201 51 104 48 45 571 62 165 299 33 44 184
internal_value=0 -3.4588e-06 2.5287e-05 -6.36421e-06 1.70728e-05 -1.3158e-05 1.99367e-05 4.86812e-05 1.05433e-05 3.71031e-05 7.60845e-06 4.34665e-05 8.01192e-05 4.53139e-05 7.68592e-05 3.25265e-05 0.000107731 0.000148153 9.71783e-05 0.000153924 0.000212487 0.000258434 0.000201181 0.000257944 0.000328426 -0.000309858 -0.00042007 -0.000175224 -0.000474995 0.000433948
internal_weight=0 0.0540098 0.0528853 0.0517189 0.0506497 0.0495702 0.0482528 0.0469148 0.0456359 0.0445795 0.0432361 0.0421828 0.040863 0.0397573 0.0387495 0.0365739 0.0313626 0.0302029 0.0290464 0.0274532 0.0256338 0.0245766 0.023117 0.0220342 0.0202753 0.00287639 0.00521125 0.00407031 0.00305222 0.0173989
internal_count=3910 3713 3552 3434 3407 3361 3251 3105 2957 2752 2725 2478 2459 2434 2375 2285 1632 1608 1534 1333 1230 1126 1078 1033 982 227 653 354 321 755
is_linear=0
shrinkage=0.00142833


Tree=1460
num_leaves=31
num_cat=0
split_feature=31 1429 1213 160 123 123 130 124 483 15 1348 14 158 15 13 132 133 457 52 457 131 52 2 1374 12 42 0 16 151 403
split_gain=0.0009974 0.000763811 0.000772909 0.00064521 0.000583732 0.000751693 0.000705973 0.000688802 0.000626547 0.000698936 0.000970784 0.00117241 0.000854701 0.000854319 0.000696612 0.000764213 0.000817731 0.000667974 0.000658826 0.000511321 0.000497827 0.00119426 0.000451923 0.000539297 0.000482091 0.000452192 0.000772998 0.000806596 0.000425737 0.000384155
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 0.13256000000000004 0.088610000000000008 0.079100000000000018 0.08919500000000001 0.096950000000000022 -0.26361999999999991 0.090050000000000005 0.077685000000000018 0.085745000000000002 -0.19153499999999998 -0.091229999999999992 0.080815000000000012 0.092000000000000012 -0.066264999999999991 0.10062000000000001 -0.091869999999999993 0.097135000000000013 -0.24456499999999998 -1.0000000180025095e-35 -0.094679999999999986 0.094045000000000004 0.091230000000000019 -0.082604999999999998 -0.19424999999999998 -0.087049999999999988 -0.0062149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 -5 11 12 13 -11 18 16 17 19 28 -16 21 -19 -23 -24 25 26 27 -25 -15 -3
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 20 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001124041497257827 -0.0010094916344646041 -0.00020417124537057258 -0.00082242995982910255 0.00080459006621380288 -0.00092183265700460895 0.00092170711722884676 -0.00096173142314576318 0.00087032147702247715 -0.00087503577559294894 -0.00096592811941780498 0.0011557624802991245 -0.0011969270822092047 -0.0008121905779393309 -0.00015766171627915336 -2.7664071072812652e-05 0.00072380289592616394 -0.001205758923577181 -0.0012150513665412093 -0.00035027586697970752 -0.0012706289592512535 0.0009050760436470842 -0.00073647190239602232 -0.00053171029570510701 -0.00055877498547363916 -0.00035908187115660012 0.0011655990380337942 -0.00035251159609294954 0.00064859897853676237 0.00073910410156129125 -0.0012937329854313332
leaf_weight=0.001243479725652751 0.0013479367020428059 0.0010295139603163084 0.0015031221714546508 0.0019584306771289741 0.0010349596676513242 0.0016359353253337918 0.0011725861943728813 0.0016693909669100995 0.0012614254672451133 0.0012823545276479031 0.0012018603502177419 0.0013768577045798472 0.001949708552700379 0.00104595008454611 0.0010399134661747134 0.0021934794054345721 0.0010246234651648525 0.0012404765786495587 0.0014788810484391846 0.0011851521326267092 0.0010996982278506087 0.0010026837442236184 0.0016652264739391845 0.0010808361710203792 0.0018603474763008174 0.0010377411392674682 0.0025147168113184683 0.0064654269485311389 0.005793952693757598 0.0011426627489821697
leaf_count=113 179 319 258 157 27 124 302 19 187 41 38 80 172 30 42 110 283 123 27 109 31 71 46 44 85 28 143 286 163 273
internal_value=0 -4.85392e-05 -2.26061e-05 1.17083e-05 3.88045e-05 6.07822e-05 2.84803e-05 5.58461e-05 2.24878e-05 5.11513e-05 1.18449e-05 -2.59896e-05 2.01248e-05 6.92827e-05 0.000111121 -3.14504e-06 -7.82997e-05 -2.10885e-05 0.000432685 -0.000689713 6.17144e-05 6.73024e-06 0.000103716 0.000161322 0.000250375 0.000352531 0.000268667 0.000475669 0.000601972 -0.00077733
internal_weight=0 0.0512959 0.0499479 0.0477757 0.0462726 0.0452377 0.0436017 0.0424291 0.0407597 0.0394983 0.0375399 0.036338 0.0349612 0.0330115 0.0317291 0.0234103 0.0212168 0.0201922 0.00831878 0.00222507 0.0179672 0.0168675 0.015627 0.0146243 0.0129591 0.0110987 0.010061 0.00754626 0.0068399 0.00217218
internal_count=3910 3797 3618 3026 2768 2741 2617 2315 2296 2109 1952 1914 1834 1662 1621 1401 1291 1008 220 151 857 826 703 632 586 501 473 330 193 592
is_linear=0
shrinkage=0.00129368


Tree=1461
num_leaves=31
num_cat=0
split_feature=31 1429 1213 133 133 376 376 1 1348 14 4 11 3 0 42 15 16 457 1 0 2 13 160 43 13 3 15 1374 15 16
split_gain=0.000826037 0.000773686 0.000765532 0.000726926 0.000635356 0.000640128 0.0010492 0.000607548 0.000539491 0.000964107 0.0005286 0.000738037 0.000686341 0.000579049 0.000646566 0.000551772 0.000544756 0.000518118 0.000570982 0.000496475 0.000534875 0.000596069 0.000451444 0.000675899 0.000620561 0.000434185 0.000580163 0.000421717 0.00058944 0.000344209
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082704999999999987 -0.26719999999999994 -0.17468499999999998 0.11605500000000001 0.088415000000000007 0.12864500000000004 0.090050000000000005 0.077685000000000018 0.50541500000000006 0.088315000000000018 -0.12008499999999998 -0.10575999999999998 -0.09602999999999999 -1.0000000180025095e-35 -0.014754999999999999 -0.066264999999999991 0.085110000000000005 -0.089879999999999974 0.10836000000000003 -0.15610499999999997 -1.0000000180025095e-35 -0.074904999999999985 -1.0000000180025095e-35 -0.078669999999999976 0.041585000000000004 -0.094679999999999986 -0.11739999999999999 -0.087734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 16 -15 -6 17 -14 -19 -16 21 -21 -23 25 -25 26 -24 -20 -29 -30
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 -12 -13 13 14 19 -17 -18 18 27 20 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0011869523921871892 -0.0011293269760035295 -0.0012093869619236755 -0.0011125207565627889 0.0010768746858752418 0.0011854122806279361 -0.0010385625817596147 0.0013436337472833453 0.00052374721294448027 0.00089236205610530503 -0.0013980780830458426 0.00096087671341102366 -0.0010707476384387957 -0.00084275169257382705 -0.0014159158122115973 -0.00091353187178538865 0.0001611353277891627 0.00068957223690845905 -0.00068400300751313614 -0.00041222071994308343 0.00094748401454313597 -0.0010782139471109202 -0.00091846560554643768 -0.00065623257364978433 -0.0012452888365525323 0.00010767585463692389 0.00096758260899800961 0.00059714835427337868 -0.00020224876091121379 0.0010726010925856942 0.00010215242934829771
leaf_weight=0.0011455807245822616 0.0012949874083612025 0.0010610237706978323 0.0011316357353657316 0.0011887843873163986 0.0014544841360808469 0.0011381597652087008 0.0012357418418031943 0.0041781818235007697 0.0011959732123676394 0.0011019335575608294 0.0010421959677185946 0.0014443766865781518 0.0014438666292138089 0.0010270311669078316 0.0018881617080840256 0.0040902850575576964 0.0025385765752363619 0.0016112155527796546 0.001496075150640765 0.0011578724568153146 0.0010703825622233607 0.0013032741755962278 0.001386109443481498 0.0013690340616880937 0.0013977335778130552 0.0014845063070998456 0.0016506184283731073 0.0018861782533572419 0.0025133409831177306 0.0010601695143819204
leaf_count=113 179 355 227 49 59 27 34 209 41 93 71 57 54 169 275 107 69 78 21 16 173 450 145 452 79 56 109 59 62 22
internal_value=0 -4.03521e-05 -1.00556e-05 1.79205e-05 4.67621e-05 1.83926e-05 4.70165e-05 7.7367e-06 -5.11485e-05 -8.30089e-05 -4.07796e-05 -7.21538e-05 -2.68382e-05 -0.000123172 -0.000325819 0.00042982 9.86145e-05 -5.12421e-05 8.21578e-05 -0.000237718 -0.000119779 -1.45501e-05 -0.000144206 -5.74976e-06 -0.000561789 0.000334518 2.50447e-05 0.000259629 0.000443731 0.000784694
internal_weight=0 0.0478419 0.0465469 0.0454859 0.0443543 0.0431655 0.0420273 0.0407916 0.0366134 0.0354174 0.0343155 0.0332733 0.0318289 0.0262841 0.0137347 0.00554477 0.0125494 0.0100108 0.00856698 0.0127077 0.0108195 0.00974915 0.00859128 0.007288 0.00276677 0.00452123 0.00303673 0.00695576 0.00545969 0.00357351
internal_count=3910 3797 3618 3263 3036 2987 2960 2926 2717 2676 2583 2512 2455 2289 1924 166 365 296 242 1755 1480 1307 1291 841 531 310 254 164 143 84
is_linear=0
shrinkage=0.00142833


Tree=1462
num_leaves=20
num_cat=0
split_feature=1213 480 0 43 42 48 42 42 49 12 48 1 49 4 3 51 0 16 0
split_gain=0.000278442 0.000145661 0.000133627 0.000234654 0.000225007 0.000172977 0.000174611 0.000189254 0.000231815 0.000229379 0.000225368 0.000268813 0.000274375 0.00025557 0.000358966 0.000236692 0.000176026 0.000171995 8.9635e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.017269999999999997 -0.079109999999999986 -0.11145999999999999 -0.086624999999999994 0.10269500000000001 0.088115000000000013 -0.085974999999999982 0.090715000000000018 0.086935000000000012 0.11198000000000001 -0.042499999999999989 -1.0000000180025095e-35 -0.078884999999999997 0.089795000000000014 -0.11756999999999999 0.15100500000000003 0.14676000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 18 -2 -6 7 8 -7 -9 11 12 -10 14 -14 -12 -15 -5 -4
right_child=1 -3 3 17 5 6 -8 9 10 -11 15 -13 13 16 -16 -17 -18 -19 -20
leaf_value=-0.0022554917052946977 -0.0020101529422500547 -0.0015656031839152592 0.0028012946519808519 0.0012088174161887849 -0.0015760077726055337 -0.0018020489551003767 -0.0015486673307803206 0.0028684232550060416 0.0023732812183346655 0.00038549277594981908 -0.0017499388060692941 0.0024822805740120179 -0.00072661232756198282 -0.0025037849758345926 0.0020542142038677842 0.00055901486151414728 -0.00011825599416192696 -0.0010057898544598401 0.00097588722237096121
leaf_weight=0.0010280708011523787 0.0010361549065275163 0.0010027082159225894 0.0010500128142904019 0.0011823873029487312 0.0011239886720493244 0.0011466866277703965 0.0010312938186494694 0.0011160689967698303 0.0010511051959776196 0.0019727474719344329 0.0018449744796635312 0.0012937159785795238 0.0017409765912184084 0.0010451419435075771 0.0018179061344318348 0.0015780365603828006 0.0013685494981776946 0.0015559494701449239 0.0010120908597817113
leaf_count=592 157 288 89 118 74 116 296 242 87 285 220 142 542 87 121 85 172 159 38
internal_value=0 6.87948e-05 0.000137171 0.000790222 -2.63851e-05 8.69826e-05 0.000196888 0.000309569 7.63404e-05 0.00128264 0.000259803 0.000648837 0.000311129 -5.17861e-05 0.000693856 -0.000685492 -0.0011512 -4.95439e-05 0.00190538
internal_weight=0 0.0249705 0.0239678 0.00480044 0.0191673 0.0181312 0.0170072 0.0159759 0.0128871 0.00308882 0.0117404 0.0083174 0.00702368 0.00597257 0.00355888 0.00342301 0.00241369 0.00273834 0.0020621
internal_count=3910 3318 3030 404 2626 2469 2395 2099 1572 527 1456 1151 1009 922 663 305 259 277 127
is_linear=0
shrinkage=0.00437696


Tree=1463
num_leaves=31
num_cat=0
split_feature=31 52 133 1213 1456 151 1 52 13 49 51 15 47 14 1 2 403 49 151 13 49 132 133 12 12 52 15 159 3 2
split_gain=0.000892886 0.000756455 0.000897725 0.000772237 0.000781129 0.000731799 0.00070015 0.000807737 0.000607334 0.00058775 0.000685859 0.000703968 0.000908808 0.000730637 0.000560098 0.0005392 0.000489607 0.000486027 0.00101383 0.000496052 0.000665341 0.000515249 0.000581136 0.000443765 0.000397272 0.000366322 0.000358782 0.000322827 0.000312538 0.000266401
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.082704999999999987 -1.0000000180025095e-35 -0.40391999999999995 0.10113500000000002 0.11401500000000002 -0.060719999999999989 0.088340000000000016 0.12342500000000002 1.0000000180025095e-35 0.096475000000000019 -0.46360499999999999 0.09112000000000002 0.090695000000000012 -0.092224999999999988 -0.085974999999999982 0.083140000000000006 -0.09547499999999999 -0.081419999999999979 0.085645000000000013 0.08493500000000001 0.086935000000000012 -0.0089849999999999982 -0.0066199999999999991 -0.19153499999999998 -0.026594999999999997 0.15165000000000003 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 27 -6 7 14 26 10 11 12 13 -10 16 -16 -7 18 -18 28 -21 22 23 24 -22 -26 -8 -5 29 -19
right_child=1 2 3 4 5 6 8 -9 9 -11 -12 -13 -14 -15 15 -17 17 19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010120287786929516 -0.0010102807390202286 -0.0010558399260337753 -0.00097093465443143256 -0.00020758650888388176 -0.00079151320578184933 -0.00070361034693398503 0.0001123948943101329 -0.00076722944727672631 -0.00012488811824152058 0.00075546356948879786 -0.00078657187573717409 -0.00058579278230208164 -0.00020973630592890119 0.0010579857724688463 -0.00096893131077388484 -6.6014661376944727e-06 -0.0009977981366148473 0.000317849613694983 0.00053809891523735236 0.0009797751583749553 -0.00047909751873670647 0.00075098123185980865 -0.00071228921018151614 -0.00043459262150521738 -5.4542535355228715e-05 0.00055476235850282637 0.00076813747104981353 -0.0011306373427402319 0.00010288417560255116 0.001066198228512939
leaf_weight=0.0011018448040371323 0.001111233929657395 0.0011477733478194576 0.0011129859103764508 0.0010085454182562348 0.0013700520696930943 0.0010131593758151971 0.0016038087849594707 0.0019497822781380228 0.0010248698023254121 0.001611101323163667 0.0013392487770857997 0.0015374492652640015 0.0026747298355616067 0.0023860247159453452 0.0014402434319036308 0.0017964793863205486 0.0014160695204648013 0.0010543628785217819 0.0010115504933461139 0.0010503371101719958 0.0010300397457125837 0.0011466751713662413 0.0016593400167203573 0.0020366289889276468 0.0022512557623093326 0.0034016808946611202 0.0040091868512952536 0.0010743282532399969 0.0014045939008155983 0.0017160807926757116
leaf_count=113 275 229 344 115 82 327 144 312 30 46 27 42 41 175 150 52 44 32 31 14 61 66 261 276 111 120 173 182 11 24
internal_value=0 -5.46955e-05 -3.22353e-05 -6.76709e-06 1.70703e-05 5.10659e-05 7.88389e-05 -4.26126e-05 0.00026926 0.000103891 -1.32381e-05 0.000122624 0.000301596 0.000702568 1.7692e-05 -0.000434809 9.02275e-05 0.000132164 -0.000357814 0.000203174 8.69944e-05 5.6347e-06 -7.67118e-05 4.42385e-05 0.000190162 0.00031211 0.000580771 -0.000683688 0.000553126 0.000781395
internal_weight=0 0.0483896 0.0472784 0.0461306 0.0450176 0.0429348 0.0415647 0.0253783 0.0161864 0.0105734 0.00896232 0.00762307 0.00608562 0.00341089 0.0234285 0.00323672 0.0201918 0.0191786 0.00242762 0.016751 0.012576 0.0115256 0.0103789 0.00871961 0.00668298 0.00565294 0.005613 0.00208287 0.00417504 0.00277044
internal_count=3910 3797 3522 3293 2949 2652 2570 1892 678 361 315 288 246 205 1580 202 1378 1051 75 976 909 895 829 568 292 231 317 297 67 56
is_linear=0
shrinkage=0.00117172


Tree=1464
num_leaves=31
num_cat=0
split_feature=158 52 133 160 1213 1429 133 376 0 0 47 124 403 1 132 47 13 4 124 3 12 457 14 1374 3 48 42 49 13 47
split_gain=0.000864677 0.000812639 0.000799847 0.000647796 0.000613087 0.000634255 0.000572578 0.000674322 0.00061094 0.000851398 0.000583683 0.000645997 0.000558642 0.000557637 0.000523431 0.000632756 0.000498828 0.000478652 0.000460149 0.000521067 0.000412493 0.000439429 0.000418522 0.000454872 0.000583819 0.000454507 0.000430253 0.000386047 0.000351649 0.000314409
threshold=0.11034000000000001 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 -0.077944999999999987 -0.082604999999999998 0.12339500000000002 -0.087894999999999987 -0.079874999999999988 0.11561500000000001 0.080815000000000012 0.096770000000000009 -0.088854999999999976 0.15045000000000003 -1.0000000180025095e-35 -0.100615 0.091055000000000011 -0.0034949999999999994 0.077685000000000018 -0.094679999999999986 0.086245000000000016 0.096390000000000017 0.088235000000000022 -0.010424999999999999 0.16421000000000002 0.082930000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 -8 -5 20 15 16 -10 18 -18 28 21 27 23 -23 26 -26 -25 -13 -20 -15
right_child=-2 2 3 4 5 6 7 -9 14 -11 -12 13 -14 29 -16 -17 17 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011965376505969853 -0.0013326100178806758 -0.0012390809438593393 -0.00085635018191982987 6.7565837371621324e-05 -0.0009664491158239691 0.0011378664695023007 -0.00099234105319203074 -0.0010065397081753201 0.00063273849687261238 -0.0011314137594510773 -0.00095279809818624313 -0.00093402523315089454 -0.0014283694724566052 0.00042304345620761201 0.0010346312598480361 0.00098557774316664461 0.00055162522315972023 0.00068484638264885392 0.00049291934896136076 -0.001060046497724535 -0.00049035157167661109 -0.00046981431563535177 -0.00059157038019577452 -6.3932170351567707e-07 0.0011020064138932972 9.1750843663945244e-05 0.00091918368333680149 0.00022807309169028321 -0.00057264614225316802 0.0013579409131889892
leaf_weight=0.0011391023649622847 0.0010210490212709247 0.0010006537898862846 0.0015492747102990303 0.0010158607082532134 0.0010694404304895091 0.001157972574548082 0.0010092375164181258 0.0010571362587068469 0.0027142044111168068 0.001248212747429033 0.0010713908283075382 0.0013034905854735213 0.0010212985380354247 0.0025402853337131428 0.0021782588902605768 0.0020768906747221658 0.0010937512335456043 0.0013069931320634498 0.0012112098897194574 0.0018506904055750643 0.0022917246949774586 0.0013230805009882838 0.0011056796926256504 0.0059083952041317708 0.0032276019906714026 0.0012644317048398079 0.0012584211809456569 0.0010553629504616016 0.0013208735275256345 0.0010320187054106977
leaf_count=275 167 221 274 157 82 43 55 25 80 257 35 92 354 124 104 55 64 103 33 306 151 51 40 441 76 22 97 85 21 20
internal_value=0 -4.40915e-06 2.43223e-05 5.16491e-05 8.31101e-05 0.000119651 0.000147568 0.000119218 0.000149429 1.91526e-05 7.80327e-05 0.000125393 -0.000682398 0.000175955 0.000392301 0.000271419 0.000115252 -9.18037e-05 -0.000277154 -0.000483982 7.73586e-05 0.000156466 0.000252002 0.000323849 0.000413917 0.000817637 0.000160872 -0.000414097 -6.2938e-05 0.00069313
internal_weight=0 0.0484029 0.0472638 0.0462632 0.0447139 0.0426768 0.0416073 0.0404493 0.0393922 0.0256393 0.0243911 0.0233197 0.00203716 0.0223105 0.0137529 0.0115746 0.00949772 0.00678352 0.00547653 0.00438277 0.0187382 0.0164465 0.0140876 0.0129819 0.0116589 0.00449203 0.00716682 0.00235885 0.00253208 0.0035723
internal_count=3910 3743 3468 3247 2973 2462 2380 2337 2312 1546 1289 1254 511 1199 766 662 607 527 424 360 1055 904 727 687 636 98 538 177 54 144
is_linear=0
shrinkage=0.00142833


Tree=1465
num_leaves=31
num_cat=0
split_feature=1429 133 482 1213 151 4 133 376 0 0 16 52 0 3 0 42 52 0 51 1374 1 47 42 16 12 2 2 3 0 1375
split_gain=0.000789241 0.000745413 0.000690868 0.000657847 0.000617737 0.000873236 0.000575184 0.000563148 0.000593941 0.000528371 0.000622698 0.000579218 0.000578328 0.000569628 0.000596785 0.000710318 0.000533774 0.000694751 0.000588458 0.00059852 0.000476323 0.000403057 0.000401767 0.000521975 0.000431191 0.000391263 0.000389573 0.000352031 0.000323722 0.000260741
threshold=-1.0000000180025095e-35 -0.26719999999999994 0.092060000000000017 -1.0000000180025095e-35 -0.40391999999999995 0.27608500000000008 -0.17468499999999998 0.11605500000000001 -0.070894999999999986 -0.099864999999999995 -0.014099999999999998 -0.087094999999999992 -0.089879999999999974 -0.089974999999999986 -0.082994999999999985 1.0000000180025095e-35 0.085110000000000019 -0.11756999999999999 0.077145000000000005 -0.094679999999999986 0.091845000000000024 0.13069500000000003 0.092395000000000019 0.3935300000000001 0.091405000000000014 0.11635500000000001 0.093240000000000003 -0.075679999999999983 0.11015500000000002 -0.012944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -12 -11 -14 -15 -16 17 18 20 -20 -8 22 23 24 26 -7 -10 -24 -28 -21
right_child=1 2 -4 4 5 25 7 -9 21 12 11 -13 13 14 15 -17 -18 -19 19 29 -22 -23 27 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.001073108110463729 -0.0010489983150731401 -0.00073074836620445687 -0.0010311147493303038 -0.0008515787339341723 0.0010679637075233764 0.0003716894586399482 -0.001382919507215648 -0.00097392957457155646 0.00067110322990656974 -0.0011689469360450879 2.3084945935562601e-05 0.0011429422732298503 -0.0010407244658428804 0.00046018364990220846 0.00023917284413305296 -0.0012911703360714269 -0.00077579901765880332 0.00064746652479325375 -0.00053005782638634413 0.0011310812103634811 -0.00021809442906157558 0.0010663302750844659 -0.0007095889633075284 -0.00055144217057475839 0.00084774422989620233 0.0012127680628994935 -0.00062976246369673972 0.00035255226441430101 0.00034721201347601095 0.00020662137713615088
leaf_weight=0.0013622848360220754 0.0012744286694047471 0.0019577906410993542 0.0011594396927649955 0.0013010046340404804 0.0010763109921350092 0.0026902536639205601 0.0011199935163834791 0.0010651471171740914 0.001954088396266325 0.0014522200963811779 0.0018113684014084974 0.0018113125423715399 0.0012421434339581136 0.0027524582139367634 0.0012361981263096164 0.0011461744876742896 0.0018322455111610134 0.0027250182469131783 0.0015200153956982385 0.0010158672442326386 0.0017863345168191991 0.0012157511031212218 0.0014949334973337614 0.0010973623859893431 0.0035057738623258672 0.0018170896758160082 0.0013607458511164516 0.00103587527997795 0.0013008376920993214 0.0014552923225252794
leaf_count=181 237 570 187 76 31 177 55 15 112 245 66 60 197 364 134 269 97 55 21 13 32 19 102 104 72 170 63 106 20 60
internal_value=0 7.69881e-06 3.63889e-05 6.34251e-05 9.89057e-05 0.000127988 5.88867e-05 2.94832e-05 5.92776e-05 -7.62827e-05 7.69707e-05 0.000583005 -0.000371418 -0.000189798 1.60463e-05 -0.000497085 -8.30676e-05 4.88369e-05 -0.000187666 0.000161363 -0.000666976 0.00029878 0.00021936 0.000355033 0.000477515 0.000710762 0.000196313 -0.000274848 -0.00015227 0.000586657
internal_weight=0 0.0482135 0.046939 0.0457796 0.0438218 0.0425208 0.0380135 0.0369372 0.035872 0.0229066 0.0150774 0.00362268 0.00782919 0.00637697 0.00513483 0.00238237 0.0114548 0.00962252 0.0068975 0.00399117 0.00290633 0.0129654 0.0117496 0.00921881 0.00812145 0.00450734 0.00461567 0.00253081 0.00266158 0.00247116
internal_count=3910 3729 3492 3305 2735 2659 2312 2281 2266 1668 459 126 1209 964 767 403 333 236 181 94 87 598 579 371 267 347 195 208 83 73
is_linear=0
shrinkage=0.00140032


Tree=1466
num_leaves=21
num_cat=0
split_feature=1456 1213 453 4 160 50 14 15 47 130 42 43 0 4 0 16 12 4 16 4
split_gain=0.000246134 0.00026137 0.000204491 0.000203587 0.000218205 0.000221354 0.000189598 0.000189222 0.00018349 0.000188714 0.000317336 0.000232322 0.000291258 0.000378919 0.000264201 0.000261237 0.00022086 0.000166208 0.000178577 3.16757e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 -0.217635 0.09525500000000002 -0.45687499999999998 -0.11739999999999999 0.10436500000000001 -0.076814999999999981 -1.0000000180025095e-35 -0.083899999999999988 -0.10071499999999999 -0.0021099999999999995 -0.077944999999999987 -0.014099999999999998 0.093125000000000013 0.0057500000000000008 -0.094359999999999986 0.41666000000000009
decision_type=2 2 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 -6 9 -9 -11 14 15 16 -12 17 -14 -13 -19 -8
right_child=1 2 -4 6 5 -7 19 8 -10 10 11 12 13 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.0021397924840043281 -0.0020881549298165719 -0.0018292678481754484 -0.0016024966457299347 -0.00013381139856787641 -0.0015762543608001558 0.0019849984409146962 0.0015341443737866395 0.001833622728361695 0.0015028730212618424 -0.0018179386117279271 -0.00018786211662779581 -0.001336554899301162 -0.0012317198764041299 -0.0033159349794963711 0.0027735161603382793 0.0021221698731782937 0.001016102589142072 -0.00065084802663331425 0.001756845308819589 0.002631765354705082
leaf_weight=0.0010133043850677195 0.0010410303516443153 0.0010853729519976199 0.0012109025103019802 0.001165413647340463 0.0012520129046080164 0.0012290097075822451 0.0010051251725599055 0.0010298569388551568 0.0018119934501807924 0.0018072412170323246 0.0010808603192571375 0.0012798240914753123 0.0019652001648888763 0.0010175224232845306 0.0012384667574774052 0.0014656117441367257 0.0014592064551673389 0.0011170965340987493 0.0012511222743114558 0.0010096635251511804
leaf_count=369 555 274 91 80 166 251 132 125 75 430 152 67 375 161 78 73 173 37 22 224
internal_value=0 5.98044e-05 0.000151142 0.000242394 7.95106e-05 0.000188521 0.00127138 6.43145e-05 0.000188619 2.67502e-05 -0.000109253 0.000150791 -0.000150825 -0.000970729 0.00139345 0.000561377 -0.000273879 -6.56755e-05 0.000621129 0.00208419
internal_weight=0 0.0255225 0.0244815 0.0232706 0.0200904 0.019005 0.0031802 0.017776 0.016524 0.014712 0.0136822 0.0118749 0.00955558 0.00444193 0.00231933 0.00511365 0.00342441 0.00364804 0.00236822 0.00201479
internal_count=3910 3541 2986 2895 2459 2185 436 1934 1768 1693 1568 1138 908 709 230 199 548 126 59 356
is_linear=0
shrinkage=0.00437696


Tree=1467
num_leaves=31
num_cat=0
split_feature=9 52 133 160 151 151 1456 4 1348 14 14 47 133 401 376 123 12 13 147 133 150 3 159 52 3 43 52 0 49 16
split_gain=0.00100373 0.000745504 0.000864849 0.000584581 0.000492525 0.000666047 0.000632665 0.00069718 0.000720044 0.000972193 0.000567408 0.000807379 0.000506533 0.00092803 0.000743445 0.00060377 0.000933271 0.000795715 0.000776524 0.000641328 0.00072504 0.000974132 0.000874756 0.000554675 0.000502098 0.000375704 0.000570273 0.000271812 0.000270853 0.000388375
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -0.40391999999999995 -0.14171999999999998 1.0000000180025095e-35 0.27020000000000005 0.084620000000000015 0.077685000000000018 -0.46879999999999994 0.096475000000000019 -0.17468499999999998 0.087020000000000014 0.11605500000000001 1.0000000180025095e-35 -0.065214999999999981 -0.26418499999999995 0.083685000000000009 0.093130000000000004 0.086870000000000017 0.090325000000000003 0.09141500000000001 -0.081429999999999989 -0.12008499999999998 -0.074254999999999988 -0.087094999999999992 -0.070894999999999986 -0.0092149999999999992 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -9 -12 -7 14 15 16 -14 -18 19 20 22 -22 23 25 -25 27 -27 -19 -26 -30
right_child=1 2 3 4 5 6 -8 10 -10 -11 11 -13 13 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 28 26 -28 -29 29 -31
leaf_value=0.0013675849773837324 -0.0012714543302187878 -0.0013809595365269483 -0.00094884444573548629 -0.00088705167971768971 0.0011252280929094157 0.00099326020577660337 -0.0010236222016680497 -0.00041138451821199902 0.0011198490459299968 -0.0013906469853223779 0.0013714723093916548 -3.5543788922249608e-06 -0.001138481069724263 -0.0014205058520177691 -0.0012421707877525044 0.00090468479845943702 0.00083679087096654001 0.00043926577559685268 -0.0013126446997328376 -0.00085686569210229534 -0.001362715096116261 0.00015410689213504018 -0.0009951744858925477 0.00088609691321177861 -0.00061148788504052835 -0.00042586788819155033 0.0010911470302566518 0.001357726447018511 0.00053107060814473501 -0.00016107738138157899
leaf_weight=0.0011597520006482722 0.0011382718611581124 0.0010651108747960483 0.0014450898382935553 0.0013058626068804804 0.0013026586857112213 0.001120564671689194 0.0012822286399423724 0.0010593081934935356 0.0012376451634494847 0.0012115760389965749 0.0025030734310468863 0.0016135233782781366 0.0015794126039292413 0.0010866047258720471 0.0010631543462267237 0.0017770262001683959 0.0027267327094726559 0.0011293664044211837 0.001032706864519283 0.0017354166053190614 0.0016788245521421876 0.0023129294334012229 0.0012448687347762491 0.0016910163905308013 0.0014583453600902638 0.0012909676945613846 0.0010184734125289101 0.0021488337978610161 0.0029851719119161459 0.0049527482356559347
leaf_count=121 275 229 290 79 80 21 261 36 38 78 265 41 65 230 16 99 72 68 52 408 79 29 127 28 59 56 12 36 57 603
internal_value=0 -5.9053e-05 -3.03376e-05 2.7392e-07 3.03857e-05 5.74644e-05 2.50723e-05 5.73508e-05 -1.65078e-05 -5.64118e-05 0.000577943 0.000832523 -8.91318e-06 -4.30339e-05 3.99586e-06 4.7063e-05 -5.51501e-06 5.97771e-05 -2.60713e-05 3.01158e-05 0.000100366 -0.000483828 0.000230499 0.000322001 0.000125748 0.000711417 0.000243142 0.00104131 -1.10894e-05 9.92151e-05
internal_weight=0 0.0491975 0.0480592 0.0469941 0.045549 0.0442432 0.0429405 0.0416583 0.0364824 0.0352447 0.00517591 0.0041166 0.0340332 0.0329126 0.031826 0.0307628 0.0289858 0.0274064 0.0246797 0.023647 0.0219115 0.00399175 0.0179198 0.0166749 0.0110873 0.00558764 0.00230944 0.0032782 0.00939627 0.00793792
internal_count=3910 3789 3514 3285 2995 2916 2836 2575 2233 2195 342 306 2117 2096 1866 1850 1751 1686 1614 1562 1154 108 1046 919 747 172 68 104 719 660
is_linear=0
shrinkage=0.00151575


Tree=1468
num_leaves=23
num_cat=0
split_feature=1456 1213 453 11 4 160 50 3 133 0 4 0 52 16 2 4 52 15 3 2 16 52
split_gain=0.000207516 0.000218529 0.000169713 0.000171845 0.000281522 0.000193621 0.000179167 0.000151454 0.000135099 0.000206825 0.00018004 0.00028167 0.000204909 0.000273247 0.000235463 0.000254688 0.000384274 0.000251499 0.000175184 0.000167076 0.000152799 0.000123598
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 -0.217635 0.09525500000000002 0.11818000000000002 0.10681500000000001 0.16242500000000001 -0.37626499999999991 -0.017269999999999997 -0.27466499999999994 0.0015250000000000001 0.113945 0.0057500000000000008 0.0033900000000000002 -0.095799999999999982 0.076695000000000013 0.087995000000000004 -0.15168999999999996 -0.089799999999999977
decision_type=2 2 2 2 2 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 -6 9 10 -7 12 -12 14 15 16 19 20 -19 -14 -17 -15
right_child=1 2 -4 -5 7 6 -8 -9 -10 -11 11 -13 13 21 -16 17 -18 18 -20 -21 -22 -23
leaf_value=-0.0019754168601666296 -0.0019198261522594949 -0.0016608895926581995 -0.001460359406142643 -0.0014242711349356188 0.0029958021230008093 -0.0014607550629312062 0.0018808171832297986 0.00064503311059551098 -0.0012984769549777408 0.0021186448647835172 -0.0013079700006726432 0.0023552576935697307 -0.003042910919032687 0.00052460949717267975 -0.0020370017963399151 0.0010998688642951094 0.0010696225287400211 0.000780087709730626 0.0033344260581216895 -0.00063821605893520355 -0.0012734491197483337 0.0025393683434976402
leaf_weight=0.0010032447384040319 0.001030865852024449 0.001074149402510465 0.0012101908196993074 0.0011556209172807188 0.0010600153698339101 0.0012786810559695027 0.0012073863371910567 0.0010403962224418972 0.0011710444442265258 0.0010511816894296358 0.00177811509478703 0.0011252172539087 0.001064742726462814 0.001074635075984709 0.0010213559475991127 0.0010039110529371786 0.0015105456328766281 0.0010521204553554653 0.0010064114708256966 0.0011528759723611337 0.001077503367910515 0.0012758946612558839
leaf_count=369 555 269 91 141 247 129 247 122 330 28 183 54 302 87 61 51 239 83 17 159 56 90
internal_value=0 5.41299e-05 0.000137554 0.000220972 0.000307291 0.000146633 0.000249624 0.0018314 0.000138002 0.000240118 0.000112076 0.000254273 7.26752e-05 0.000291087 -5.98366e-05 0.000196818 -0.000633016 0.000944113 0.0020289 -0.00179278 -0.000128747 0.00161824
internal_weight=0 0.0254229 0.024392 0.0231818 0.0220262 0.0199258 0.0188516 0.00210041 0.0176442 0.0164732 0.015422 0.0141433 0.0130181 0.01124 0.00888947 0.00786811 0.00372816 0.00413995 0.00205853 0.00221762 0.00208141 0.00235053
internal_count=3910 3541 2986 2895 2754 2385 2116 369 1869 1539 1511 1382 1328 1145 968 907 700 207 100 461 107 177
is_linear=0
shrinkage=0.00437696


Tree=1469
num_leaves=31
num_cat=0
split_feature=9 52 1213 1348 14 1456 1213 13 52 132 151 12 124 42 43 454 1374 130 484 13 0 0 2 4 2 52 52 2 1 13
split_gain=0.000845036 0.000734441 0.000680258 0.000508397 0.000998747 0.000717923 0.000552141 0.000529713 0.00104959 0.000559142 0.000489289 0.000425541 0.000372935 0.000900124 0.000540282 0.000437185 0.000468276 0.000430571 0.000478897 0.000516395 0.000674623 0.000532859 0.000465972 0.000421063 0.00062434 0.000346216 0.000485045 0.000517644 0.00036763 0.000342029
threshold=-0.016839999999999997 -0.51745999999999992 -0.082704999999999987 0.093505000000000019 0.077685000000000018 -1.0000000180025095e-35 0.041025000000000006 -0.091229999999999992 0.11588000000000002 0.079995000000000011 -0.087049999999999988 -0.051479999999999991 0.51367000000000018 -0.10770999999999999 0.098320000000000005 -1.0000000180025095e-35 0.084750000000000006 -0.084569999999999992 -1.0000000180025095e-35 0.0015650000000000002 -0.052874999999999998 -0.066084999999999991 0.086915000000000006 -0.0017649999999999999 0.084065000000000015 0.18936500000000003 -0.07125999999999999 0.097135000000000013 0.089370000000000019 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 12 -7 -12 13 -9 15 -15 17 -17 -19 20 21 22 23 24 -20 26 27 -24 -28 -21
right_child=1 2 3 -5 -6 6 -8 9 -10 -11 11 -13 -14 14 -16 16 -18 18 19 29 -22 -23 25 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0013333021864836883 -0.0013149259201543186 -0.0012398747376615924 -0.0010306359399286024 0.0010847138792157353 -0.0013645280633431355 -0.00038763864290333874 -0.00093551852890536415 -0.0012230635901061267 -0.00092177291036682127 0.00065472834715860659 -0.00013541418940140479 0.00089279575584262627 0.00082383362819048861 -0.00096751696007402665 -0.0010808483423516229 -0.00077606027155883246 -0.00085365655382048107 -0.00070887725680312858 0.00073841715922096508 0.0010876569692867091 -0.00091027182550580069 0.0011667969945806458 0.00075010099205905596 -0.00099977719907346028 -0.00086264820236836798 -0.00046542900849657042 0.00013051673217973086 -0.00050658370461546549 0.0012527235837077914 0.00019607838834402979
leaf_weight=0.0010960650098381089 0.0010557284866450902 0.0010512300420728307 0.0014637718213004738 0.0010437620176340081 0.0012582942652494813 0.0010463221828249667 0.0012616239077466998 0.001615378962597557 0.0012317586120946808 0.0028236378801168574 0.0011300584099571695 0.0064745694842847073 0.0010747246501097143 0.0010243511350727088 0.0011176487465838761 0.0012049271789580365 0.00124918327404444 0.0013599574730884237 0.0013804403289627842 0.0024645684303024043 0.0014218803854547804 0.0012604605639539015 0.0013900913360629314 0.0014209917412295481 0.0010067751399001901 0.0011125198129104952 0.0010261969230356332 0.0017954545588483306 0.002180373332255181 0.0017650708897973821
leaf_count=121 275 354 283 31 113 28 339 127 82 219 63 202 11 53 149 91 64 233 181 127 118 38 37 91 80 81 144 47 86 42
internal_value=0 -4.00554e-05 -1.05759e-05 1.83958e-05 -7.15417e-06 3.32209e-05 7.13522e-05 0.000103449 0.000413494 2.61914e-07 0.000603615 0.000740002 -6.85102e-05 -0.000105687 -3.10419e-05 1.98319e-05 6.57231e-05 0.000120966 0.000176154 0.000242196 9.91255e-05 0.000213275 0.000107035 -0.000333445 6.319e-05 0.000330556 0.000469094 4.18016e-05 0.000893584 0.000715592
internal_weight=0 0.0467118 0.045656 0.0446048 0.043561 0.0423027 0.040839 0.0395773 0.00988271 0.0296946 0.00865095 0.00760463 0.026871 0.0257963 0.0241809 0.0230632 0.0220389 0.0207897 0.0195848 0.0182248 0.0139952 0.0125733 0.0113128 0.00380821 0.00238722 0.00750464 0.00639212 0.00318555 0.00320657 0.00422964
internal_count=3910 3789 3514 3160 3129 3016 2733 2394 375 2019 293 265 1800 1789 1662 1513 1460 1396 1305 1072 903 785 747 352 261 395 314 84 230 169
is_linear=0
shrinkage=0.00154607


Tree=1470
num_leaves=19
num_cat=0
split_feature=3 484 1213 48 0 16 4 52 13 132 4 4 457 3 43 52 16 1
split_gain=0.00017724 0.000192668 0.000175926 0.000133578 0.000156537 0.00031725 0.000234132 0.000144029 0.000230277 0.000302562 0.000217065 0.000451261 0.000135598 0.000205468 0.000359198 0.000349472 0.000357278 0.000207076
threshold=0.30601500000000009 -0.0043499999999999988 -1.0000000180025095e-35 0.12862000000000004 -0.23029999999999998 -0.094359999999999986 0.28937500000000005 0.11401500000000002 -0.083514999999999992 0.080815000000000012 -0.077679999999999985 0.15927500000000003 0.069705000000000003 -0.075679999999999983 -0.074254999999999988 0.086635000000000004 -0.19424999999999998 0.088495000000000018
decision_type=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 10 12 -6 -12 13 15 -15 16 -10 -16
right_child=-2 2 3 -5 6 -7 -8 -9 9 -11 11 -13 -14 14 17 -17 -18 -19
leaf_value=-0.0014894696716576323 0.0017163316640264334 -0.0016965364599846632 -0.00037608477447168595 -0.0012389538916194359 0.0019759869283465779 0.0027223302177667168 0.0015192662524624741 -0.0012415119071075454 -0.00069551223610318249 0.0015922898492026155 -0.0012969298852744211 0.0022588624715213024 0.00063929022243140179 0.0013170800870131621 0.00013263248571254751 0.00022418105954104297 -0.0040707149558398392 -0.0020612008112172054
leaf_weight=0.0016254986578378974 0.0010012393517622722 0.0010253834225801969 0.0011565506722375218 0.0012727080702568108 0.0017645292691079728 0.0011832747346645035 0.001717233844858653 0.001783914599392449 0.0010167869479342749 0.0013135454760369045 0.0016385385259212121 0.0010279930848327012 0.0014286490376922431 0.0017564997848209529 0.0013916012192103921 0.0012706603296386842 0.0012223913808370457 0.0016817735113594523
leaf_count=605 164 565 59 92 87 40 254 367 28 148 261 34 115 96 154 177 557 107
internal_value=0 -8.84295e-05 7.85777e-06 8.50967e-05 0.000164011 0.00119082 3.7655e-05 -0.000109439 2.07434e-05 -0.00030337 0.000831339 7.38883e-05 -0.000558278 -0.00076343 -0.000200513 -0.00153806 -0.00253807 -0.00106785
internal_weight=0 0.0252775 0.023652 0.0226267 0.0213539 0.00233983 0.0190141 0.0172969 0.015513 0.0110819 0.00443106 0.00266653 0.00976836 0.00833971 0.00482987 0.00350984 0.00223918 0.00307337
internal_count=3910 3746 3141 2576 2484 99 2385 2131 1764 1382 382 295 1234 1119 357 762 585 261
is_linear=0
shrinkage=0.004207


Tree=1471
num_leaves=31
num_cat=0
split_feature=31 52 133 151 1348 14 1456 151 1213 403 124 3 3 123 150 49 475 132 133 42 1186 3 52 2 15 1 2 15 12 15
split_gain=0.000788604 0.000729685 0.000807736 0.000580407 0.000877762 0.000981952 0.000726067 0.000651141 0.000693916 0.000589514 0.000474847 0.000883347 0.000585043 0.000612788 0.000598491 0.000544149 0.000499111 0.000482443 0.000823969 0.000601938 0.000559665 0.000418024 0.00073606 0.000440672 0.000855474 0.000575021 0.00037624 0.000446178 0.0007348 0.000437581
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40391999999999995 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.14171999999999998 -0.081334999999999977 -0.088854999999999976 -0.089334999999999984 0.30601500000000009 -0.015064999999999997 0.08128500000000001 0.090145000000000017 -0.091004999999999989 -0.070074999999999985 0.092880000000000004 0.091545000000000015 -1.0000000180025095e-35 0.084100000000000022 -0.15327499999999997 0.10218500000000001 0.086875000000000022 -0.064869999999999983 0.10678000000000001 0.089910000000000004 -0.074174999999999977 0.081660000000000024 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 -11 12 13 14 17 -14 -17 18 19 20 -12 -21 23 24 -23 -26 -18 29 -29 -28
right_child=1 2 3 4 -6 -7 7 8 9 10 11 -13 15 -15 -16 16 26 -19 -20 21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0010895747459615224 -0.0011190057809037372 -0.0011895424128690749 -0.00085039507156501411 -0.00084715911465692371 0.0012720544750058987 -0.0011745794759932065 0.001003470645500491 -0.0010095157888254059 -0.00088881476620843473 -0.00081464507057774289 -0.00070028363820689771 0.0013460069892167002 -0.00097333656503109569 0.001266704057046656 -0.00080640011838348171 0.00084251849796693808 -0.00044303161724716639 0.0010401574825913943 -0.00095917167006325963 0.00095145418895221771 0.00049921388236748993 -0.00080004494215580365 -0.00076645184568302353 0.00072852814476316672 4.9107634232475243e-05 0.0012784655349985102 1.1464340327361157e-05 -0.00069608320099573873 0.00044393682783910139 0.00080830986250140656
leaf_weight=0.0011281333116007755 0.0011272163788878511 0.0010516762739668497 0.0013985522162789357 0.001621426379494916 0.0010077163475048492 0.0012493301986742358 0.0013136036016607724 0.0011087379208591921 0.0011262456704339554 0.0010015311644342431 0.0019356452290183986 0.0010422266132300564 0.0011963921476194619 0.00101353766031581 0.0010274759262902658 0.0011002708009328907 0.0040722163788428191 0.001297641217551603 0.0010608785441699733 0.0021055301930736773 0.0011080457397635302 0.0012888895837048732 0.001063767892898416 0.0042291510076997163 0.0018148036679360826 0.0011113359246337495 0.0033990155075948056 0.0027674339282341967 0.001626021056388538 0.0019731475620967664
leaf_count=113 275 229 82 307 42 106 77 328 437 44 245 126 29 71 102 34 115 53 173 65 49 105 159 181 126 15 82 79 17 44
internal_value=0 -4.88269e-05 -2.32216e-05 3.40843e-06 3.01445e-05 1.47628e-06 3.61251e-05 7.12417e-05 4.02161e-05 7.05561e-05 9.95742e-05 0.000124844 8.86781e-05 0.000248361 0.000191157 -9.99254e-05 -2.99739e-05 0.000251394 0.000186275 0.000269182 -0.00026361 0.000408818 0.000288652 0.00042157 0.000113583 0.000516013 -9.93473e-05 4.39674e-05 -0.000274161 0.000304139
internal_weight=0 0.0482395 0.0471122 0.0460606 0.044662 0.0436543 0.042405 0.0407835 0.0394699 0.0383612 0.037235 0.0362334 0.0351912 0.0190567 0.0180432 0.0161345 0.0149381 0.0170157 0.015718 0.0146572 0.00304369 0.0116135 0.00950795 0.00844418 0.00421503 0.00292614 0.0138378 0.00976562 0.00439345 0.00537216
internal_count=3910 3797 3522 3293 3211 3169 3063 2756 2679 2351 1914 1870 1744 1344 1273 400 371 1171 1118 945 294 651 586 427 246 141 337 222 96 126
is_linear=0
shrinkage=0.00134594


Tree=1472
num_leaves=19
num_cat=0
split_feature=128 1 0 12 50 47 3 0 1 52 4 2 2 133 52 4 133 43
split_gain=0.000144511 0.000147679 0.000240079 0.00019825 0.00036444 0.000483105 0.000330285 0.000295374 0.000309119 0.000293032 0.000221247 0.000218943 0.000189568 0.00031246 0.000163278 0.000158457 0.000113284 0.00016246
threshold=0.086435000000000012 1.0000000180025095e-35 -0.070894999999999986 -1.0000000180025095e-35 0.10625000000000001 0.10887000000000001 -0.086439999999999989 -0.084154999999999994 0.11287500000000002 -0.0066199999999999991 0.0057500000000000008 0.090050000000000005 0.085255000000000011 0.084285000000000013 -0.012244999999999997 0.035895000000000003 1.0000000180025095e-35 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 14 5 6 11 8 9 10 -8 -5 -1 -14 -3 -11 17 -4
right_child=-2 3 16 4 -6 -7 7 -9 -10 15 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00027729799808975681 -0.0016990290035590666 0.0025606993590519553 0.0020403835095006715 0.0030693381742227794 -0.0024585251907286408 -0.0021361048496385355 -0.0020923290052774022 -0.0018730741824244737 0.0027905922151020982 0.0024313297716984112 0.00040052274500981632 0.00032516982658696596 -0.0039868988494533618 -0.00073642928087803039 0.00043775984941206143 0.00022409678462948957 -0.00073180227854276506 -0.00019492623354427116
leaf_weight=0.0011443075751414794 0.0010627254009886447 0.0013580604292373621 0.0013031409577228814 0.001678868383391042 0.0011411314088121136 0.0015599309161276062 0.0015696727620970758 0.0012908201189930617 0.0011125056568357383 0.001253386736479456 0.0015042101970124122 0.0010014346029597609 0.0010324948844218779 0.0016700953768690741 0.0018414966712846084 0.0015942874014838182 0.0015317964381449944 0.0015193511203395191
leaf_count=337 266 198 47 165 180 111 84 342 75 80 26 187 587 623 234 78 188 102
internal_value=0 4.9669e-05 -0.000461796 0.000297786 5.47628e-05 0.000283013 0.000625911 0.000169326 0.000544126 0.000122074 -0.000872447 0.00204404 -0.0013073 -0.00197824 0.00133885 0.0011956 0.000285184 0.000837113
internal_weight=0 0.025107 0.00820119 0.0169058 0.0137062 0.0125651 0.0110052 0.00832488 0.00703406 0.00592156 0.00307388 0.0026803 0.0038469 0.00270259 0.00319956 0.00284767 0.00435429 0.00282249
internal_count=3910 3644 1884 1760 1328 1148 1037 685 343 268 110 352 1547 1210 432 158 337 149
is_linear=0
shrinkage=0.00464487


Tree=1473
num_leaves=21
num_cat=0
split_feature=14 157 157 159 159 48 130 50 4 1 4 15 48 151 0 2 12 48 13 13
split_gain=0.000129003 0.000129955 0.000189405 0.000145671 0.000192065 0.000165643 0.00022309 0.000199111 0.000188443 0.000320094 0.00019806 0.0001913 0.000170798 0.000160486 0.000256999 0.00028823 0.000228673 0.000266732 0.000135931 9.84792e-05
threshold=0.073890000000000011 -0.073574999999999988 -0.082104999999999984 0.10519500000000001 0.085280000000000009 0.12675000000000003 -0.0015749999999999998 0.084340000000000012 0.25367000000000006 0.10937500000000001 0.097045000000000006 0.05377500000000001 0.099240000000000009 -0.081989999999999993 -0.066689999999999985 0.093655000000000002 0.084100000000000022 0.085790000000000019 -0.073069999999999982 -0.089189999999999978
decision_type=2 2 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 8 10 -10 12 -12 13 -8 16 -16 17 -15 -9 -17
right_child=-2 3 -4 -5 -6 -7 7 18 9 -11 11 -13 -14 14 15 19 -18 -19 -20 -21
leaf_value=-6.5296571960255016e-05 -0.0016632410591335609 -0.0018426804742235421 0.0026913536707327611 -0.0018113101195993881 0.0020884436858156111 -0.0018251880321132172 0.0017321006570551007 4.0515145225323982e-05 -0.00015593647001654729 0.0031180450742448055 -0.0026969536135933391 0.00017215155212450575 0.0022697950372023009 0.0008037190311949359 0.002471789015743128 0.00096401091483851685 -0.0028742354770258582 -0.0022219469801095216 -0.0024261679032162552 -0.00091589866239319699
leaf_weight=0.0013465279291938748 0.0010697776073343981 0.00137691267468902 0.0010252712716398152 0.001060604503867745 0.0010025662816695027 0.0011931183351092658 0.0013522529527676417 0.0010173194218841553 0.0013767242895700313 0.0014132918875736228 0.0010491030373693819 0.0011243523192270288 0.0010187334388608868 0.0019473830470109312 0.0014993948396768734 0.0010808993082207508 0.0010503393829446664 0.0010458537649012459 0.0010709479876983832 0.0016352695559296304
leaf_count=342 135 290 148 233 191 98 136 185 105 194 83 38 100 153 72 19 851 57 266 214
internal_value=0 5.08693e-05 0.00112634 -6.34388e-05 2.37805e-05 -7.84302e-05 3.09204e-05 0.00017682 0.000364483 0.00150251 0.000116496 -0.00121273 0.000388273 0.000188847 -6.38275e-05 0.000771058 -0.000934224 -0.000253466 -0.0012245 -0.000167789
internal_weight=0 0.0246869 0.0023718 0.0223151 0.0212545 0.0202519 0.0190588 0.0176819 0.0155936 0.00279002 0.0128036 0.00217346 0.0106301 0.00961139 0.00825914 0.00421556 0.00404358 0.00299324 0.00208827 0.00271617
internal_count=3910 3775 490 3285 3052 2861 2763 2473 2022 299 1723 121 1602 1502 1366 305 1061 210 451 233
is_linear=0
shrinkage=0.00483252


Tree=1474
num_leaves=31
num_cat=0
split_feature=31 52 133 133 1212 376 160 123 130 1456 1374 1 14 151 34 16 1456 40 49 13 43 42 403 1374 4 16 484 3 48 4
split_gain=0.0010598 0.000811006 0.000954323 0.00055357 0.00100621 0.000659239 0.000596447 0.000628513 0.000636665 0.000655682 0.000521542 0.00047461 0.000449778 0.000447238 0.000459101 0.000511418 0.000661322 0.000557604 0.000585741 0.000891798 0.000944513 0.000597084 0.000588518 0.000653914 0.000597839 0.000499401 0.000728775 0.000427144 0.000412722 0.00023323
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.17468499999999998 -1.0000000180025095e-35 0.11605500000000001 -0.40446999999999994 0.088610000000000008 0.085970000000000005 1.0000000180025095e-35 0.090240000000000015 0.13562500000000002 0.077685000000000018 -0.40391999999999995 -0.016844999999999995 -0.52488999999999997 -1.0000000180025095e-35 0.096535000000000024 -0.091004999999999989 -0.10023999999999998 0.0041500000000000009 0.084685000000000024 -0.084084999999999979 -0.094679999999999986 -0.23071499999999998 -0.19424999999999998 0.09129000000000001 0.094625000000000015 0.087500000000000008 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 12 13 -8 -15 -16 -17 18 21 -20 22 -18 -21 -24 -25 -26 27 28 29 -27
right_child=1 2 3 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 15 16 17 -19 19 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0011835022837823493 -0.0011781934616183246 -0.0012408247385356467 0.00088526530623640428 -0.0013460004922797636 -0.00080131173478100945 -0.00098904014523240103 -0.00075183564419112998 0.00099126557808813884 -0.001012955403356557 -0.00088856763875288418 -0.00077926340437478581 0.00081407633745225576 -0.00064202791422010824 -0.00072365864317066155 0.00083593313445925522 -0.0007847305333137073 -0.00074855684479027999 -0.00076068864133314385 0.00086942942544988291 -0.00068418028356148359 -0.00085283379069664379 0.00045888258515575998 -0.0005727531903088859 -0.0003054915909321491 -9.7272914832074623e-05 0.0006208699358937951 -0.00045313364692591018 0.0013461531979248697 -0.00013824110329853977 0.0012891923097261937
leaf_weight=0.0012914028150133308 0.0011312307760466536 0.0011410270312954265 0.0012595147256542196 0.0010124836818687913 0.0014782036926212485 0.0011617546315350049 0.0010212665818039026 0.0012960818161155121 0.0010159348666322334 0.0012599128270225904 0.0011870410656324984 0.0017359641645475756 0.001445635258263688 0.0010469055410964314 0.0020282618931305304 0.0013451749295122486 0.0020739130073508241 0.0010923291934261661 0.0040463384124844693 0.0011183484952128611 0.0014958428359119749 0.0011551722174445445 0.0013515861603252679 0.0018854539797388071 0.0021074236824385273 0.0062494343431041578 0.0010465142755196064 0.0016817504929349534 0.0011709120962366537 0.0011146638281367416
leaf_count=113 275 229 52 254 284 28 67 109 217 244 60 116 64 52 89 218 48 27 94 336 179 36 39 54 56 401 34 14 98 23
internal_value=0 -5.20309e-05 -2.49399e-05 5.29639e-06 -1.95406e-05 1.12542e-05 3.86298e-05 6.89337e-05 3.8804e-05 6.6443e-05 9.8615e-05 0.000127391 9.28158e-05 0.000124977 0.000152951 0.00018259 0.000136793 0.000181723 0.000220573 0.000295121 0.000174225 -0.000316608 0.000260895 0.000324536 0.000404029 0.000504081 0.000616598 0.000726172 0.00060401 0.00072203
internal_weight=0 0.0481561 0.0470248 0.0458838 0.0446243 0.0436118 0.0424501 0.0409719 0.0396758 0.0386598 0.0373999 0.0362129 0.0344769 0.0330313 0.03201 0.0309631 0.0289349 0.0275897 0.0264974 0.0232683 0.0192219 0.00322909 0.0177261 0.0166077 0.0152562 0.0133707 0.0112633 0.0102168 0.00853501 0.0073641
internal_count=3910 3797 3522 3293 3241 2987 2959 2675 2566 2349 2105 2045 1929 1865 1798 1746 1657 1439 1412 1328 1234 84 1055 719 680 626 570 536 522 424
is_linear=0
shrinkage=0.00134594


Tree=1475
num_leaves=20
num_cat=0
split_feature=2 41 2 484 1429 156 16 49 15 403 51 0 40 16 4 2 43 4 51
split_gain=0.000133113 0.000157298 0.000174691 0.000199014 0.000212772 0.000356462 0.000182817 0.000185349 0.000181658 0.000179429 0.000227675 0.000251501 0.00018996 0.000193038 0.000283804 0.000181186 0.000140926 0.000126953 0.000106089
threshold=0.14808000000000002 0.078535000000000008 -1.0000000180025095e-35 -0.0043499999999999988 0.084545000000000009 0.082150000000000015 -0.38486499999999996 0.094480000000000022 -0.13578499999999996 0.087440000000000004 0.08955500000000001 -0.13027499999999997 -1.0000000180025095e-35 0.41476000000000007 -0.23071499999999998 0.08400500000000001 -0.078644999999999979 0.0045450000000000013 0.081825000000000009
decision_type=2 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 9 -5 10 11 18 -13 14 -14 -16 -17 -12 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 17 12 13 -15 15 16 -18 -19 -20
leaf_value=0.0013824278365219852 0.0015017047862802371 -0.0015012210466019483 -0.0018375826927547771 0.00053419349790585877 0.00195671542209394 -0.0021657951986782027 0.0026470469301175608 0.0020366482121256559 -0.0017875140601984812 -0.0015083509630384731 -0.0021273114563138242 -0.001338651357646564 -0.0018029923875588693 0.00187096534363757 -0.00058696520624937777 0.00031661034404667786 0.0022487366906603777 3.2194091313080412e-05 0.00075680769300360586
leaf_weight=0.0016361320510890056 0.0010595348156956499 0.0014118102503615218 0.001194304761672412 0.0010057936384658128 0.0010125264675240322 0.0014801481830263022 0.0012909741805573445 0.0010468979016675104 0.0018030118035381381 0.0011768389621504985 0.0010420223474989785 0.0013238158540212217 0.0011887255695923723 0.0014851432240341467 0.0015849403328019301 0.0014907672671073124 0.0014046357252375588 0.0010440989978138804 0.0010169013194882837
leaf_count=242 173 184 567 93 178 355 74 198 147 233 170 42 34 47 418 225 463 35 32
internal_value=0 -8.27077e-05 3.51153e-06 -0.000100978 7.0421e-07 -0.000101465 6.9191e-05 0.000259971 -0.000956143 0.000127576 0.000277142 0.000533147 0.00018443 0.000466261 9.82666e-05 0.000602709 0.00125394 -0.00104648 0.00181417
internal_weight=0 0.0246395 0.0232277 0.0215915 0.0203972 0.0193847 0.0179046 0.0150958 0.00280881 0.0140489 0.012872 0.0107859 0.00847803 0.00715421 0.00566907 0.00448034 0.0028954 0.00208612 0.00230788
internal_count=3910 3737 3553 3311 2744 2566 2211 1971 240 1773 1540 1335 1229 1187 1140 1106 688 205 106
is_linear=0
shrinkage=0.00437696


Tree=1476
num_leaves=19
num_cat=0
split_feature=51 39 42 3 15 13 3 47 4 2 15 2 4 1 2 4 16 4
split_gain=0.000121022 0.0002227 0.000239581 0.000208351 0.000176041 0.000175298 0.00027625 0.000309684 0.000284953 0.000380512 0.000224204 0.000215956 0.000189552 0.000188886 0.000210857 0.000168588 0.000159184 6.77526e-05
threshold=-0.40274499999999996 0.005105000000000001 0.091955000000000023 -0.013944999999999997 -0.031229999999999997 -0.094679999999999986 -0.100615 0.09252500000000001 -0.0037349999999999992 0.085255000000000011 -0.015439999999999997 0.11203000000000002 -1.0000000180025095e-35 0.094695000000000015 0.11230000000000001 -0.032604999999999995 -0.15168999999999996 -0.077889999999999987
decision_type=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 11 10 8 9 -8 -7 16 -10 -14 -15 -4 -2 -18
right_child=1 3 15 4 -6 6 7 -9 12 -11 -12 -13 13 14 -16 -17 17 -19
leaf_value=-0.0015747618580155759 0.0017337696129132677 0.00308145892748273 -0.0032203694337587497 0.0018069403896045545 -0.0010335289903587088 0.0029382737291516079 0.00029237449480529621 -0.0029326876552026814 0.0022914716140423476 -0.0030164910535720223 7.5504499146645756e-05 0.0028467966082364625 -0.0013845788329337706 0.0023934696482015589 -0.00048078643038664573 -0.00048452959341144502 -0.0014349491735643116 0.00037919869863389403
leaf_weight=0.0012492975097768691 0.0012598329124878516 0.0011257001938854844 0.0010349287445936828 0.0011486733439518143 0.0011466440905243394 0.0011295807542553993 0.0017850438382142324 0.0013347325229181176 0.0011535056066787064 0.0018731832477700966 0.0019817493772419344 0.001156511822018369 0.0016988933926924635 0.001207050071632132 0.0015122018525772774 0.001385263015274917 0.0011205112329175648 0.0010475940629901493
leaf_count=145 97 177 418 222 40 127 536 196 81 792 246 127 290 54 58 185 66 53
internal_value=0 6.22342e-05 -0.000138263 0.00127427 0.000387961 6.26878e-05 -0.000228231 -0.000623774 -0.000289882 -0.00140192 0.00111484 0.000930533 0.000440258 -4.30634e-05 0.000795069 -0.00165444 0.000284028 -0.000558382
internal_weight=0 0.0241016 0.0206806 0.00342102 0.00229532 0.0182604 0.0136759 0.0105646 0.00922988 0.00365823 0.00311133 0.00458445 0.00557165 0.00441815 0.00271925 0.00242019 0.00342794 0.00216811
internal_count=3910 3765 3326 439 262 2723 2380 2007 1811 1328 373 343 483 402 112 603 216 119
is_linear=0
shrinkage=0.00512831


Tree=1477
num_leaves=20
num_cat=0
split_feature=128 41 3 3 13 48 1 49 15 48 0 12 3 42 133 4 14 48 2
split_gain=0.000130215 0.000130396 0.000188342 0.000267862 0.000262435 0.000145238 0.000136797 0.000242923 0.000238745 0.000398583 0.000222853 0.000214665 0.000236217 0.000191122 0.000184004 0.000220666 0.000148441 0.00011793 5.86285e-05
threshold=0.086435000000000012 0.078535000000000008 -0.11266 -0.089974999999999986 0.068400000000000002 -0.083299999999999999 0.094485000000000013 -0.045004999999999996 -1.0000000180025095e-35 0.08407000000000002 -0.22851499999999997 0.051320000000000005 0.096385000000000012 -0.082904999999999993 0.077945 -0.078484999999999985 -0.24487499999999998 0.086935000000000012 0.10457000000000001
decision_type=2 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 8 -8 9 -7 -9 12 -12 -10 15 -15 -14 -11 -6
right_child=-2 -3 3 5 18 6 7 10 13 17 11 -13 16 14 -16 -17 -18 -19 -20
leaf_value=0.0032430685569630933 -0.0018501129087256792 -0.0015214821642227986 -0.0025776301161131885 -0.0018270123241674661 -0.00064285940810842452 -0.0040466477512450319 0.0023984012173606678 -0.0018570646637361607 0.0024632732091220419 0.0010891665699506346 0.0031195042335682766 -0.00086718948038579048 -0.0011386311888394003 -0.0027255832937281813 0.0013941677916673241 0.00041854758437746256 0.0015551918164304678 -0.001107361712142235 0.0010866157769061438
leaf_weight=0.00121248822304476 0.0010173459033948192 0.0013454364068621319 0.0010783604315768676 0.0010052057442417875 0.0011019736204057051 0.0010078004882604448 0.0018076975686968089 0.0011513953894333184 0.0010752230690452835 0.0011365601987732912 0.001360930550076675 0.0016751715686167401 0.0010040512571548033 0.0010476100736291584 0.0015612340488012078 0.0014647626274031222 0.001264749743119159 0.0016250636295748744 0.0010448513870051634
leaf_count=97 266 184 290 86 114 645 197 51 96 53 192 205 41 371 295 244 130 246 107
internal_value=0 6.06071e-05 0.000154688 -4.46011e-05 0.00129762 0.000105586 0.000218648 0.000703508 -0.000230643 -0.00123092 0.000228956 0.000681713 0.00139655 0.000501651 -1.61168e-05 -0.000892493 0.000363048 -0.000203369 0.000198869
internal_weight=0 0.0239706 0.0226251 0.0192658 0.00335931 0.0181875 0.0171823 0.008264 0.00891825 0.00376942 0.0064563 0.0053049 0.00362973 0.00514883 0.00407361 0.00251237 0.0022688 0.00276162 0.00214683
internal_count=3910 3644 3460 3142 318 2852 2766 816 1950 944 619 568 363 1006 910 615 171 299 221
is_linear=0
shrinkage=0.00523088


Tree=1478
num_leaves=31
num_cat=0
split_feature=31 52 133 160 1 43 48 3 47 49 3 12 42 15 1374 2 1 14 48 47 51 457 132 52 52 133 47 1 0 13
split_gain=0.000865354 0.000704812 0.000865201 0.000611514 0.000550418 0.000574514 0.000546738 0.000545488 0.00095632 0.000590438 0.000718244 0.000811343 0.000715289 0.000605825 0.000561548 0.000611108 0.000593505 0.000515753 0.000657279 0.000698565 0.000567532 0.000465642 0.000445511 0.000422902 0.000415307 0.000475047 0.000384772 0.00090437 0.000347971 0.000310808
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 0.10113500000000002 -0.14252999999999996 -0.084204999999999988 -0.115685 1.0000000180025095e-35 -0.085974999999999982 0.10223 0.086935000000000012 0.084685000000000024 0.088345000000000021 -0.094679999999999986 0.081110000000000015 0.085990000000000011 -0.46879999999999994 0.11930500000000001 0.083670000000000008 0.12900500000000004 0.085130000000000025 0.079995000000000011 -0.0025949999999999997 0.086950000000000013 0.083815000000000014 0.11861000000000001 0.11353000000000001 -0.029849999999999998 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 -3 -4 7 -6 -7 22 9 12 11 14 -9 -13 -11 -16 23 -8 19 -19 -20 -18 29 -17 25 -25 27 -21 -12 -5
right_child=1 2 3 4 5 6 17 8 -10 10 28 13 -14 -15 15 16 21 18 20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011380355423676633 -0.0011219000217322977 -0.0011955275851473158 -0.00087223060299400064 0.00033114577311384185 -0.00029667885966740994 -0.00061341668690616735 -0.00045828521256066558 -0.0012660126003757968 -0.0010878884857706442 -0.00086175098671710288 0.0010675196005381323 -0.0010151380529682093 0.00017701547857876192 -4.9239478830664938e-05 -0.00061478284330994783 -0.00049378772058229043 0.0011290612924775454 0.00098103857089343067 -0.00056218525162981159 0.00054361972111727284 0.00061738237937804003 7.7572294008284741e-05 0.0010066014436722116 7.7361312321934801e-05 -0.00041765963797070835 0.0012726321603683079 0.00084452922540635428 -0.001018701183395662 0.00015137455889390538 -0.0004301554921225609
leaf_weight=0.0011472683678394593 0.0010757153514654441 0.0011102192711673889 0.0013945840388208111 0.0031182229007726782 0.0032283231610055188 0.0010341495964922834 0.0011571275596722356 0.0015690359475994944 0.0019018973139069964 0.0010509565985969979 0.0014515798838417027 0.0026619947169262961 0.0010312859791030693 0.0021078009528383568 0.0015204695676596146 0.0018260283284360374 0.0021481795880404775 0.0052835512530512996 0.0017531435654252201 0.0018308582333226298 0.0012772677257544274 0.0011831645323070461 0.001232695922055882 0.0013574172410025769 0.0010123122358349779 0.0010829070413977959 0.0013349136108615767 0.0010597104129557167 0.0015562529533781335 0.0014111022236851234
leaf_count=113 275 229 290 90 89 28 41 50 188 42 25 559 43 493 96 253 45 378 53 28 37 16 48 148 89 27 35 39 16 47
internal_value=0 -4.40369e-05 -2.07014e-05 6.14912e-06 3.21117e-05 0.000217553 0.00033025 -8.18503e-05 -0.000172981 -9.22712e-05 -9.78133e-06 -0.00012354 -0.000693709 -0.000588302 7.47191e-05 0.00017187 0.000310788 0.0004015 0.000480841 0.000654799 -6.50172e-05 0.000755613 0.000289209 3.00609e-05 0.000307114 0.000607769 0.000246868 -2.91422e-05 0.000593506 9.39639e-05
internal_weight=0 0.0507629 0.0496872 0.0485769 0.0471823 0.017959 0.0147307 0.0292233 0.0234613 0.0215594 0.0189591 0.0159512 0.00260032 0.0047698 0.0111814 0.0101305 0.00861001 0.0136966 0.0125394 0.00950903 0.00303041 0.00333134 0.00576202 0.00527866 0.00345264 0.00244032 0.00422548 0.00289057 0.00300783 0.00452933
internal_count=3910 3797 3522 3293 3003 728 639 2275 2090 1902 1809 1768 93 1052 716 674 578 611 570 480 90 61 185 517 264 175 102 67 41 137
is_linear=0
shrinkage=0.00134594


Tree=1479
num_leaves=31
num_cat=0
split_feature=9 52 151 1348 14 1456 151 1213 1374 1213 1374 1456 0 50 52 13 474 3 15 43 16 12 13 40 2 15 4 16 4 52
split_gain=0.000836624 0.000719011 0.000504558 0.000640685 0.000799177 0.000671362 0.000568032 0.00045595 0.000419497 0.000450052 0.000483304 0.000514519 0.000480984 0.000415523 0.000567315 0.000727017 0.000488957 0.0006269 0.000488058 0.000352531 0.000332662 0.000337217 0.000322806 0.000292189 0.000415007 0.00046893 0.00029799 0.000288992 0.000281409 0.000257672
threshold=-0.016839999999999997 -0.51745999999999992 -0.40391999999999995 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -0.14171999999999998 0.041025000000000006 0.086000000000000007 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.10030500000000002 0.11401500000000002 -0.060719999999999989 0.084835000000000008 -0.015794999999999997 -0.03231499999999999 0.0041500000000000009 -0.10486499999999999 -0.013124999999999998 0.17936000000000002 -0.082989999999999994 0.099015000000000006 -0.091274999999999981 0.08734500000000002 0.18126 0.011185000000000002 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 -3 4 5 -4 -7 8 9 -8 -11 12 -12 14 15 23 17 19 -16 22 -19 -22 -17 -14 25 -25 29 -24 -26 -27
right_child=1 2 3 -5 -6 6 7 -9 -10 10 11 -13 13 -15 18 16 -18 20 -20 -21 21 -23 27 24 28 26 -28 -29 -30 -31
leaf_value=0.0011335968374244004 -0.0011349319435302639 -0.0008746103126734846 -0.00087939054292508788 0.001007980770479065 -0.0011248947021809932 0.00095014519031719636 -0.00063805584537155379 -0.00079627476310102033 -0.00078373555611476083 -0.00062201093865161747 0.00082074707868791353 -0.00074952606670210383 -0.00015819823025676723 0.00070404158847058756 1.6842991459595737e-05 0.00055195065519959071 0.00073160027515932577 5.458238304861089e-05 -0.0011320207321862945 -0.00049989953664857502 -0.00016868139460884674 -0.0010600677041832968 -0.00043739751415022008 -0.00052589003597116582 0.0012582273858788866 1.0432612262160821e-06 0.0010716383019071427 0.00044113262950080701 0.00050798311594232989 0.00081033066112569494
leaf_weight=0.0010717578056227408 0.0010318109009023737 0.0011685790222148986 0.0014243705883620053 0.0010791307606328173 0.0011128778390157015 0.0011661472099770967 0.0015036003773661313 0.0011688464094822817 0.0010395864034351545 0.0015337698322888107 0.0018549783599581702 0.0010982154057697082 0.0013581224740837347 0.002009786337229035 0.0014218021044490881 0.0029056253329399085 0.0012189710232073372 0.0012245341490437767 0.0011767267279686458 0.0013708020705850421 0.0011295329808498344 0.0021371980503346617 0.0016092246233789798 0.0010459234085621891 0.0016037418467451658 0.002148408801601936 0.0010466695342401522 0.0010960072297621082 0.001904113897231885 0.0010057215725343127
leaf_count=121 275 84 315 48 116 78 532 336 78 36 44 238 35 199 80 291 70 31 119 120 57 68 86 77 66 119 17 22 118 34
internal_value=0 -4.68311e-05 -1.98187e-05 4.90973e-06 -2.26227e-05 9.4877e-06 4.39129e-05 1.42374e-05 4.17427e-05 6.74333e-05 0.000100686 0.000137189 0.000170462 0.000126458 8.0762e-05 0.000147327 -6.29816e-05 -0.000147404 -0.000503412 9.99923e-05 -0.000531981 -0.000751854 0.000246553 0.000411274 0.000499618 0.000264702 0.000461545 -8.14667e-05 0.000850984 0.000259092
internal_weight=0 0.0425948 0.041563 0.0403944 0.0393153 0.0382024 0.0367781 0.0356119 0.0344431 0.0334035 0.0318999 0.0303661 0.0292679 0.0274129 0.0254031 0.0228046 0.0126919 0.0114729 0.00259853 0.00698166 0.00449127 0.00326673 0.00561086 0.0101127 0.00875458 0.00524672 0.0042008 0.00270523 0.00350786 0.00315413
internal_count=3910 3789 3514 3430 3382 3266 2951 2873 2537 2459 1927 1891 1653 1609 1410 1211 745 675 199 519 156 125 399 466 431 247 170 108 184 153
is_linear=0
shrinkage=0.00131955


Tree=1480
num_leaves=20
num_cat=0
split_feature=14 52 376 157 160 151 457 160 133 150 2 484 15 13 1 15 3 13 4
split_gain=0.000121211 0.000120373 0.00018604 0.000180336 0.000205854 0.000228223 0.000342894 0.000340926 0.000389567 0.000270269 0.00020722 0.000204071 0.000186465 0.000321577 0.000179793 0.000161554 0.000125139 0.000120381 0.000111658
threshold=0.073890000000000011 -0.27466499999999994 0.048375000000000008 -0.077534999999999979 -1.0000000180025095e-35 0.083140000000000006 -0.0034949999999999994 0.091575000000000017 -1.0000000180025095e-35 0.083205000000000015 0.114165 0.030480000000000004 -0.19153499999999998 -0.083924999999999986 0.077800000000000022 0.085120000000000015 -0.01223 -0.057284999999999996 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -3 10 6 -6 8 15 12 11 -5 -10 16 -15 -8 -14 -1 -16
right_child=-2 2 -4 4 5 -7 7 -9 9 -11 -12 -13 13 14 18 -17 -18 -19 -20
leaf_value=8.9550439684930956e-05 -0.0016721149267908209 0.001461175532583099 0.0016904706597431949 -0.0036846600224782989 -0.0027292078949690906 0.0023185696748342834 -0.0026447049725914521 -0.0017977385311331695 -0.001357241624776021 0.0028860162956147436 0.00051185549345847826 -0.00058495097534175819 0.0034908644957394753 -0.0013534864791922975 0.0020159039097124788 1.4108995236513201e-05 0.001161463182285526 -0.0022630424750836615 2.6027299159468455e-05
leaf_weight=0.001072740615904344 0.0010303382194764002 0.0019299988993660136 0.001778394638803831 0.0010651543450318759 0.0010743791155193314 0.0010604837294170286 0.0011496076516068982 0.0018441229681257507 0.0010519084670504155 0.0014579180397756852 0.001043473058429889 0.0010010194442017784 0.001185081217060846 0.0014107921698202092 0.0011146695680752661 0.001073968866520475 0.0010629209481241011 0.0010415664076028333 0.0017780643329157186
leaf_count=198 135 329 193 460 81 63 341 232 112 126 133 223 80 301 165 381 49 212 96
internal_value=0 5.41631e-05 0.000161742 2.78407e-05 -0.00012272 0.000112774 -5.19195e-05 0.000167169 0.000488263 0.000941939 -0.00127866 -0.00218291 0.000569172 0.000878476 8.91959e-05 -0.00136052 0.00238946 -0.0010694 0.000792795
internal_weight=0 0.0241963 0.022082 0.0203036 0.0183736 0.0152639 0.0142034 0.0131291 0.0112849 0.00906135 0.00310965 0.00206617 0.00760344 0.00655153 0.00430353 0.00222358 0.002248 0.00211431 0.00289273
internal_count=3910 3775 3365 3172 2843 2027 1964 1883 1651 929 816 683 803 691 562 722 129 410 261
is_linear=0
shrinkage=0.00492917


Tree=1481
num_leaves=31
num_cat=0
split_feature=158 31 52 133 160 1213 1429 52 14 1374 403 104 151 1 43 1374 14 0 151 133 39 457 4 47 3 2 2 457 15 4
split_gain=0.00087999 0.00102816 0.000771617 0.000736918 0.000697568 0.000671296 0.00065064 0.000576144 0.00103211 0.000623472 0.000650112 0.000551313 0.000558512 0.000672852 0.000593513 0.000629183 0.000619471 0.00068818 0.000552887 0.000603908 0.000422062 0.000486832 0.000449712 0.000462448 0.00030623 0.000472858 0.000463545 0.000510117 0.000530284 0.000500386
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40891499999999997 0.077685000000000018 -0.094679999999999986 -0.083864999999999981 1.0000000180025095e-35 -0.40391999999999995 0.085110000000000005 -0.24333999999999997 0.090240000000000015 -0.13131999999999996 -0.13506999999999997 -0.083919999999999981 0.10681500000000001 0.083790000000000017 -0.066264999999999991 -0.17479499999999998 0.091930000000000012 -0.15327499999999997 0.10393500000000001 0.099015000000000006 0.085130000000000025 -1.0000000180025095e-35 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -11 12 -12 18 -15 16 17 -16 -14 24 21 -18 -23 -24 -20 26 27 28 -26 -30
right_child=-2 2 3 4 5 6 7 8 -10 10 11 -13 13 14 15 -17 20 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.001516154272462118 -0.0014307768498362343 -0.0012690391238334188 -0.0012517190369384511 -0.00099724619506211471 -0.00080526510942439023 -0.0010859815486523351 0.00095865820685463881 -0.00076676540934115048 -0.0012880261410164893 -0.0010321495869294939 -0.00083961646921656822 -0.00087942008430160444 -0.0010208073286229972 -0.0002328735603853964 -0.0007253477023167681 -0.00057752370435825567 -0.00026157067106125911 0.00079134354315710644 0.00084720653846294012 -0.0010126333697403867 0.0015158818126183632 -0.00014166768703105615 0.0010364417378081144 0.00021593490483687045 -0.00094519324840948416 -0.00059937340508836514 0.0010410412504867383 0.0011003056082842626 -0.00010882738425883061 0.00097693297617174762
leaf_weight=0.001001034073063233 0.0010140700136483374 0.0011382060158204301 0.0010670531351739667 0.0014926980782780644 0.0019881321497539619 0.0010449008393801354 0.001821591877519956 0.0017038933887931753 0.0012160571608790241 0.0010045038470887216 0.0010752321874250006 0.0010481092362217828 0.0010844085297920811 0.0025483160765240589 0.0014971957850775652 0.0010663274999842534 0.0011791879991305274 0.0012706526119042874 0.0014702594400262123 0.0010254275206935124 0.0015007467471294675 0.0011287920325884085 0.0077374015882464425 0.0019825399320634318 0.0012416380946390117 0.0017997329090562184 0.0014365098226960527 0.0010170774021389661 0.0040076236567707646 0.0012888095505729745
leaf_count=110 167 275 221 274 511 80 85 63 62 414 48 37 113 35 24 39 47 86 26 63 161 42 372 61 212 71 25 12 147 27
internal_value=0 -4.50418e-06 -3.56445e-05 -6.24112e-06 2.22305e-05 5.59091e-05 9.55445e-05 0.000124833 8.71721e-05 0.000129927 0.000170767 0.000203958 0.000236072 0.00026981 0.000450217 0.000550473 0.000624281 -2.90712e-05 1.98631e-05 0.000104796 0.000757951 0.000663382 0.000763919 0.000869086 0.000198245 0.000109829 0.00025178 0.000101712 -5.36315e-05 0.000155377
internal_weight=0 0.0498841 0.048883 0.0477448 0.0466778 0.0451851 0.0431969 0.042152 0.0403304 0.0391144 0.0374105 0.036406 0.0353579 0.0342826 0.0199112 0.0173628 0.0162965 0.00276785 0.0143715 0.0132871 0.0135287 0.0120279 0.0108487 0.00971994 0.0122617 0.0107914 0.00899166 0.00755515 0.00653807 0.00529643
internal_count=3910 3743 3633 3358 3137 2863 2352 2272 2187 2125 2062 1648 1611 1563 867 832 793 110 696 583 683 522 475 433 520 494 423 398 386 174
is_linear=0
shrinkage=0.00151575


Tree=1482
num_leaves=31
num_cat=0
split_feature=31 151 52 133 457 151 1213 133 376 124 159 16 484 1 124 403 49 151 130 34 42 48 1 457 3 150 159 52 13 43
split_gain=0.00126245 0.000959317 0.00070635 0.000889746 0.000661867 0.000727855 0.000700729 0.000731092 0.000762769 0.000981589 0.000652988 0.00105583 0.000654766 0.000653167 0.000643692 0.000569434 0.000586134 0.00115078 0.000857642 0.000808541 0.0007168 0.000631585 0.000622359 0.000619266 0.000695065 0.000603473 0.000578343 0.000444954 0.00043507 0.000472566
threshold=-1.0000000180025095e-35 -0.52174999999999983 -0.51745999999999992 -0.26719999999999994 0.51789000000000007 -0.14171999999999998 -0.081334999999999977 -0.17468499999999998 0.11605500000000001 0.11158000000000001 -0.034019999999999988 -0.17157499999999998 -0.0043499999999999988 0.13562500000000002 -0.089794999999999986 -0.088854999999999976 -0.085974999999999982 0.087190000000000017 -0.084569999999999992 -0.016844999999999995 0.084545000000000023 0.12862000000000004 0.11327500000000001 0.082870000000000013 0.090325000000000003 0.087235000000000021 0.10519500000000001 0.11401500000000002 -0.10023999999999998 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -12 14 -14 -16 17 20 -18 -20 -17 22 23 25 -25 26 27 28 -21 -30
right_child=1 2 3 4 -6 6 7 8 -10 -11 12 -13 13 -15 15 16 18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012832760557636926 -0.0013999277542344056 -0.0011642216916290511 -0.0012621063245886824 0.00089509369780227583 -0.0011440428394974588 -0.0010488966328877742 0.0010600587715733074 0.00059637480288844355 -0.0011589959817084859 0.0012753726899350829 -0.00093661320331982765 -0.0011378657178429093 -0.0010735334260110277 0.0010905061377469705 -0.00086291202160906813 -0.001159319097441681 -0.0010606234788398396 0.00079071260610098933 -0.001020401662095138 0.00088205272649283706 0.00027478050740610338 -0.00073423070259184527 0.0010328713364866633 0.00010666038122396902 0.001384699147055065 -0.00090221650841182063 -0.00063932108287282057 -0.00042440699211464033 0.00036497972118181509 -0.000528356078943485
leaf_weight=0.0015205774890005843 0.0011152473976467894 0.0011495819749749439 0.0011767374235692176 0.0020408501975257556 0.0010172710094593631 0.001298601220379835 0.0014344635165342004 0.0010745545684569535 0.0011668978691647949 0.0013125464622931729 0.0013768106334924304 0.0024304765942699249 0.0010517060546852966 0.0013263091059538259 0.0013008697837499908 0.0026722036487036851 0.0011028630733651559 0.0013950764249130998 0.0010252724131698523 0.0029813918536092327 0.0010229587190710987 0.0012020464995572402 0.0025260647464927502 0.0016168036331727356 0.0020464534940458634 0.0010582402178513908 0.0014948418370330776 0.0016014912444015641 0.010867496523809646 0.0014212303812363167
leaf_count=113 65 275 228 100 17 370 45 33 26 29 271 432 39 133 390 69 60 40 51 43 38 25 126 71 38 56 88 80 446 113
internal_value=0 -6.2664e-05 -3.46263e-05 -9.67439e-06 1.92996e-05 4.30402e-05 6.66708e-06 3.614e-05 3.55456e-06 3.44507e-05 -3.78765e-06 -0.000606191 5.02271e-05 8.62539e-05 4.96489e-05 8.30788e-05 0.000119237 -0.000336672 0.000199415 0.000249328 -0.000762307 0.000297874 0.00034631 0.000271193 0.000820628 0.000167576 0.000229216 0.000306169 0.00038279 0.000261663
internal_weight=0 0.0543074 0.0531921 0.0520425 0.0508658 0.0498485 0.0478077 0.0465091 0.0450746 0.0439077 0.0425952 0.00350503 0.0390901 0.0377133 0.036387 0.0353353 0.0340344 0.00509024 0.0289442 0.0278413 0.00369516 0.0268161 0.025614 0.0230879 0.00366326 0.0194247 0.0183665 0.0168716 0.0152701 0.0122887
internal_count=3910 3797 3732 3457 3229 3212 3112 2742 2697 2671 2642 465 2177 1906 1773 1734 1344 147 1197 1137 107 1086 1061 935 109 826 770 682 602 559
is_linear=0
shrinkage=0.00145689


Tree=1483
num_leaves=19
num_cat=0
split_feature=11 3 2 3 42 49 52 52 1374 1 15 150 47 1 3 15 51 13
split_gain=0.000114346 0.00021822 0.000200514 0.000179473 0.000225981 0.000382806 0.000309195 0.000144296 0.0002671 0.000182714 0.000295769 0.000276573 0.000174834 0.000204015 0.000191662 0.000263767 0.000175149 0.000131282
threshold=0.08184000000000001 -0.12008499999999998 0.10836000000000003 -0.078884999999999997 -0.089024999999999979 -0.080034999999999981 0.048490000000000012 -0.40891499999999997 -0.095439999999999983 0.085110000000000005 -1.0000000180025095e-35 0.075065000000000007 0.09252500000000001 0.14000500000000002 0.088060000000000013 -0.041049999999999996 0.084305000000000019 -0.028919999999999998
decision_type=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 -5 -9 10 -10 12 14 -14 15 -11 -16 -12
right_child=-2 3 -4 7 5 6 -8 8 9 11 17 -13 13 -15 16 -17 -18 -19
leaf_value=0.00042050204878090602 -0.0014791368160096926 0.0012346159268910981 0.0035882084292520621 0.0022031175539461451 0.0007825813497486727 -0.0056004142973018391 -0.0012008509821725996 -0.0029090459063044532 -0.0036195909086781746 0.0042123322502080583 -0.00094215253479868301 0.0026849254025866211 -0.0021030885684444993 0.0011334944060928864 0.00078300712269926758 0.0004314046334025461 -0.002235968743193339 0.0016891609336793759
leaf_weight=0.0019091729996009157 0.0017399212821833645 0.0010332661887382105 0.0010889597369843074 0.0011137944899388642 0.0011918101706732132 0.001087007507506523 0.0011311682297952819 0.0010174771398894231 0.0010129133870681803 0.0010577494471974971 0.0016539876610272564 0.0018455117966338372 0.0019492545874078004 0.001034511680368333 0.0019478331772360136 0.0016223311761032208 0.0010140387487300728 0.0010926386053302694
leaf_count=171 224 296 48 116 95 793 541 31 312 166 186 224 169 28 142 222 50 96
internal_value=0 8.5239e-05 0.00157105 -0.000128873 -0.00117879 -0.00191009 -0.00335684 0.000156242 6.72964e-06 0.000215203 -0.00089878 0.000615162 0.000172326 -0.000980922 0.000782226 0.00192363 -0.000250582 0.000104613
internal_weight=0 0.0238034 0.00299813 0.0208053 0.00444325 0.00340999 0.00221818 0.016362 0.0152482 0.0142308 0.00375954 0.0104712 0.00862572 0.00298377 0.00564195 0.00268008 0.00296187 0.00274663
internal_count=3910 3686 219 3467 1725 1429 1334 1742 1626 1595 594 1001 777 197 580 388 192 282
is_linear=0
shrinkage=0.00589082


Tree=1484
num_leaves=21
num_cat=0
split_feature=128 1 0 133 49 4 457 42 47 4 43 0 15 1 48 42 43 1 2 48
split_gain=0.000116489 0.000112584 0.000214551 0.000162975 0.000147547 0.000371729 0.000239819 0.000209898 0.00027322 0.000260036 0.000250638 0.000189097 0.000180994 0.000179734 0.000129461 0.000189818 0.000119377 0.000114594 6.61147e-05 4.28401e-05
threshold=0.086435000000000012 0.076710000000000014 -0.084074999999999997 0.084285000000000013 -0.047309999999999998 0.0051950000000000008 0.084670000000000009 0.08955500000000001 0.087850000000000025 0.08734500000000002 -0.049504999999999987 -0.084154999999999994 -0.20388499999999996 0.13837000000000002 0.086065000000000016 0.084100000000000022 0.0016850000000000001 0.10444500000000001 0.087995000000000004 0.094275000000000012
decision_type=2 2 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 7 8 10 -9 -6 12 -12 19 15 16 -4 -7 -14 -10
right_child=-2 4 14 -5 6 17 -8 9 13 -11 11 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0032507224570758899 -0.0016706848501925175 -0.0005342586226204615 -0.00065312633364869815 -0.00054889631098375372 0.0032205019676262697 0.00370862375277833 -0.0021986352512158866 -0.003005203215315846 -0.0021677830892066286 0.00044259500353708935 -0.00025255195054490901 -0.0012083694658248342 0.001237795651182565 0.0011168490750785441 0.0016062402237766644 -0.0019044044278244757 0.0012607680902699018 0.0013622559952489721 0.0029965281311503823 -0.00072697274057937841
leaf_weight=0.0010043996634237348 0.0010328035400410931 0.00179477822055396 0.0015643065204696835 0.0012881434131133407 0.0012671089811956701 0.0010931658161417168 0.0011148894113968142 0.0010172918302319154 0.0010483195783215216 0.0012114944301327424 0.0012721754512896588 0.0010251812702921064 0.0010562468172867776 0.0010289405253161021 0.0011366368263177051 0.0013138616352903476 0.001740368013215754 0.0010144195535680689 0.0011061637510438871 0.0010383555303814518
leaf_count=522 266 229 320 427 192 47 66 331 75 146 79 275 74 24 88 428 115 72 60 74
internal_value=0 5.35904e-05 -0.000431922 -0.00173261 0.000296451 0.0011473 2.39854e-05 0.000247806 0.000595363 -0.00113109 0.00124723 0.000686579 0.0012522 -0.000602839 8.62005e-05 -0.000287886 0.000354804 0.00257927 0.00213746 -0.00145082
internal_weight=0 0.0241362 0.00804772 0.00229254 0.0160885 0.00390236 0.0121862 0.0110713 0.00884249 0.00222879 0.00572688 0.00445977 0.00343459 0.00311562 0.00575517 0.00461854 0.00330467 0.00210759 0.00216241 0.00208668
internal_count=3910 3644 1900 949 1744 348 1396 1330 853 477 680 488 213 173 951 863 435 119 134 149
is_linear=0
shrinkage=0.00502775


Tree=1485
num_leaves=20
num_cat=0
split_feature=14 52 52 39 13 13 0 52 457 1 43 2 12 49 13 50 52 16 13
split_gain=0.000116884 0.000120097 0.000179779 0.000186811 0.000213511 0.000494167 0.000232329 0.000219263 0.000293674 0.000185723 0.000229901 0.000168107 0.000243729 0.000147317 0.000177203 0.000140492 0.000163554 0.00012527 0.000103052
threshold=0.073890000000000011 -0.27466499999999994 -0.081429999999999989 0.084535000000000013 -0.094679999999999986 -0.0038299999999999996 -0.083934999999999996 -0.069134999999999988 0.084365000000000009 0.096630000000000008 -0.08799499999999999 0.091525000000000009 0.092720000000000011 -0.010424999999999999 0.06211500000000001 0.084340000000000012 0.085665000000000005 -0.057604999999999996 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 9 4 11 6 -6 -7 13 10 -3 -4 -13 -9 15 16 17 -15 -1
right_child=-2 2 3 -5 5 7 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=1.1978206666985074e-05 -0.0012856443389239636 0.0016407038686811087 -0.00043826063693661434 0.0011202488085991838 -0.00073637339398003525 -0.0016500876531218309 -0.0031871223991448072 -0.0014000863776570324 0.002001841451561564 0.0020902120339270124 -0.00047759961426131336 0.0024066786974940783 1.3278982000113335e-05 -0.00059152104955581379 -0.00084889046035068751 -0.00062111626856074678 0.0022274255600354398 0.001278496190231677 -0.001679276054628046
leaf_weight=0.0010509103808385989 0.0010033139496918855 0.0012036425290327529 0.0014606090880978613 0.0017845950204628943 0.0010544728011427692 0.0011054644382453302 0.0012016370081537322 0.0011081943380252821 0.0010878942408741876 0.0012053025166772757 0.0019475069289935044 0.0012174976517536074 0.0012540803924634414 0.0010263068202029943 0.0019183403986021141 0.001097720764330179 0.0010060545268061188 0.0010545342950347789 0.0010415216373394478
leaf_count=198 135 109 140 278 748 33 748 58 82 173 229 131 51 84 228 98 119 56 212
internal_value=0 4.20163e-05 0.000125956 -4.75631e-05 -0.000181219 -0.000440145 -0.00204168 -5.59428e-05 0.000156403 0.000818104 0.000331527 0.000586608 0.00119227 -0.000122005 0.000110074 0.000549688 0.000966034 0.000356171 -0.000829855
internal_weight=0 0.0238263 0.0217339 0.0173774 0.0155928 0.0116606 0.00225611 0.00940451 0.00829905 0.00435645 0.00315115 0.00393219 0.00247158 0.00721115 0.00610296 0.00418462 0.0030869 0.00208084 0.00209243
internal_count=3910 3775 3365 2854 2576 2254 1496 758 725 511 338 322 182 643 585 357 259 140 410
is_linear=0
shrinkage=0.00381041


Tree=1486
num_leaves=31
num_cat=0
split_feature=9 52 133 160 1348 14 1456 1213 4 52 38 13 403 1374 1456 1374 15 42 34 453 13 484 42 15 49 2 151 43 16 160
split_gain=0.000830245 0.000789383 0.000893773 0.000706334 0.000571967 0.000931063 0.000832637 0.000605793 0.000632387 0.00112058 0.000614479 0.00103429 0.000870583 0.000692802 0.000634872 0.000697511 0.000539816 0.00085838 0.00066872 0.000597818 0.000512632 0.00065966 0.000566512 0.000732897 0.000660843 0.000570843 0.000568029 0.000543288 0.000423722 0.000387569
threshold=-0.016839999999999997 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 0.093505000000000019 0.077685000000000018 -1.0000000180025095e-35 -0.081334999999999977 -0.49837999999999999 0.10433000000000002 0.11976000000000002 -0.26418499999999995 -0.088854999999999976 0.086000000000000007 1.0000000180025095e-35 -0.094679999999999986 0.091600000000000015 0.086700000000000013 -0.016844999999999995 1.0000000180025095e-35 0.16421000000000002 0.08764000000000001 -1.0000000180025095e-35 0.085120000000000015 -0.085974999999999982 0.088895000000000016 -0.10030999999999998 -0.27619499999999997 0.23932500000000004 0.10150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 11 28 -13 14 15 -14 18 -18 -17 20 21 22 23 25 -24 -20 -26 -22 -10 -28
right_child=1 2 3 4 -6 -7 7 8 10 -11 -12 12 13 -15 -16 16 17 -19 19 -21 27 -23 24 -25 26 -27 29 -29 -30 -31
leaf_value=0.0011115228680494325 -0.0010635162940273067 -0.0011355161514831858 -0.00086044165133086238 -0.00088722003445969885 0.000993693592641564 -0.0010629108874073835 -0.0008332262012946158 -0.0012840220101457884 0.0011041359007876723 0.00044548408643452502 -0.00084348124608453836 -0.0010636858616827013 -0.00056232913701575473 -0.00076382266559055115 -0.00071146118588733302 -0.00063681005200234592 -0.00073573923433607692 0.00049027629198487356 -0.0010244376980847695 -0.00041121095566493934 -0.00057808890610799401 -0.00029400413648287968 -6.2381288118891658e-05 0.00091764212569290691 -0.00017308355529197382 0.00029421380701465035 0.00090005916226854206 0.00048407192010844834 0.00011727683998181852 7.3657858412575617e-05
leaf_weight=0.0010772167943368651 0.001221714644109694 0.0011565151181001645 0.0014964310964910568 0.0015283980145316947 0.0010343013354301425 0.0012896463735874155 0.0011734750505443805 0.0014144261505073452 0.0026298869776681935 0.0011261762920184992 0.0010201618843836959 0.0010326053222806655 0.0018292704032027976 0.0013595717173271451 0.0012911347028528022 0.0011558585739548368 0.0021523043334266126 0.0017191270816088178 0.001089176001078356 0.0015432396685000063 0.0016531614382486737 0.0016371789086218049 0.0018491794389703378 0.001143778334970591 0.0010108887583255574 0.0011087023857916378 0.011870543249892014 0.0015726037242451132 0.0010069572461866017 0.0010323726754855054
leaf_count=121 275 229 290 241 31 91 324 61 132 6 24 424 58 78 204 56 82 116 98 58 50 86 54 78 62 81 403 45 11 41
internal_value=0 -3.58847e-05 -1.12323e-05 1.48926e-05 4.20268e-05 2.11903e-05 5.16169e-05 8.3919e-05 0.000108804 -0.000517381 0.000147885 0.000173368 0.000107035 0.000141557 0.000178129 0.000213614 0.000260094 -0.000191321 0.00032563 0.000369237 0.000419489 0.000494101 0.000561638 7.78003e-05 0.000664209 -0.000359254 0.000760774 -6.02713e-05 0.000830898 0.000833938
internal_weight=0 0.0521488 0.0509271 0.0497706 0.0482741 0.0472398 0.0459502 0.0444218 0.0432483 0.0025406 0.0407077 0.0396875 0.0360507 0.0350181 0.0336585 0.0323674 0.0305381 0.00387143 0.0266667 0.0255108 0.0239676 0.0207418 0.0191046 0.00334166 0.015763 0.00219788 0.0139138 0.00322577 0.00363684 0.0129029
internal_count=3910 3789 3514 3285 2995 2964 2873 2632 2308 67 2241 2217 2074 1650 1572 1368 1310 198 1112 1056 998 903 817 257 560 179 506 95 143 444
is_linear=0
shrinkage=0.00129368


Tree=1487
num_leaves=31
num_cat=0
split_feature=9 151 1429 151 1348 14 1456 1213 1456 4 160 484 403 38 13 1 0 52 0 457 13 52 16 16 16 1 40 42 49 133
split_gain=0.000763181 0.000694989 0.000729839 0.000625385 0.000651841 0.000971898 0.000673366 0.000669529 0.000545811 0.000640639 0.000598588 0.000678512 0.000870931 0.000651471 0.000838066 0.000593264 0.000479839 0.000907213 0.000602737 0.000564137 0.000526926 0.000443053 0.00038712 0.000901799 0.00034305 0.000340181 0.000332626 0.000402398 0.000414205 0.000520111
threshold=-0.016839999999999997 -0.40391999999999995 -1.0000000180025095e-35 -0.14171999999999998 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -0.081334999999999977 1.0000000180025095e-35 0.27020000000000005 -0.23073999999999997 0.085515000000000022 -0.084084999999999979 1.0000000180025095e-35 -0.060719999999999989 0.12811000000000003 -0.017269999999999997 -0.23815499999999998 0.12346000000000001 -0.0015249999999999997 -0.0041499999999999983 0.096170000000000019 -0.072804999999999981 -0.011964999999999998 -0.094359999999999986 0.090355000000000005 -0.081844999999999987 0.091955000000000023 -1.0000000180025095e-35 0.086895000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 12 -12 14 15 26 17 -16 -18 -19 -21 -20 24 -24 -22 -26 -14 28 29 -28
right_child=1 2 3 4 -6 -7 7 8 -10 -11 11 -13 13 -15 16 -17 18 19 21 20 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0010764608472817179 -0.00094061336262143448 -0.00098111814562493204 0.00092802171515650564 -0.00089005890525147165 0.00092845057502158356 -0.001122882203495467 -0.00093188194866707758 -0.00073703206434534664 -0.0008544441965058848 0.00053748035627511868 -0.0011383815126925828 0.00067271895149201245 -0.0004237702634901691 -0.00082190430342018431 -0.0012684539329449159 0.0012687485334841016 0.0010380812915831686 -0.00089844621871739653 -0.00065454151462396597 -0.00082806363351684671 3.4590347426227557e-05 0.00052078098946425758 -0.001142575196751076 0.00024246468833111077 0.00019399108860569314 0.0011544375913180166 -0.00060783302574323687 -0.00018082059635227238 0.00070470896652812085 0.0006055230602734573
leaf_weight=0.0010089262913116617 0.0013344711942071532 0.0012170186604669722 0.0011734390273439024 0.001328925817529524 0.0011580475809842552 0.0012833815317976329 0.0011359528698285928 0.0015955145551831409 0.001030652828583222 0.0043712925151382911 0.0010371591670316196 0.0026556910160959726 0.0010148598807884221 0.001326881814350144 0.001183916194001264 0.0010457196453614878 0.0012229583404277577 0.0012662062086903356 0.0010653987638331586 0.001098664705446087 0.0031401018697173495 0.0010003804602831678 0.0011573526462027584 0.0021816976396680267 0.0011880322005309862 0.0011848534227292262 0.0010581485366016902 0.0018548639841293735 0.0045863653811490847 0.0012275806138895007
leaf_count=121 84 179 83 320 48 116 339 222 268 319 419 108 17 39 70 33 46 30 47 223 56 10 49 82 74 23 100 178 176 31
internal_value=0 -3.83723e-05 -1.20787e-05 1.43793e-05 -1.03232e-05 -3.6059e-05 -2.00531e-06 2.77739e-05 5.6093e-05 8.11426e-05 2.08632e-05 5.92554e-05 2.76769e-06 4.53355e-05 8.87966e-05 0.000360925 -9.83085e-05 -0.000212533 0.000332396 -0.000101083 3.80087e-07 -8.53763e-05 0.000103202 -0.000237606 0.000309619 0.000673571 0.000263476 0.000343396 0.000484889 4.38157e-05
internal_weight=0 0.0471255 0.0457911 0.044574 0.0434006 0.0422426 0.0409592 0.0396302 0.0384943 0.0374636 0.0330923 0.0314968 0.0288411 0.027804 0.0264771 0.0107875 0.0156896 0.0124008 0.00328874 0.0112169 0.0099507 0.00206578 0.00885204 0.00333905 0.00551299 0.00237289 0.00974182 0.00872696 0.00687209 0.00228573
internal_count=3910 3789 3705 3526 3443 3395 3279 2959 2620 2352 2033 1811 1703 1284 1245 535 710 607 103 537 507 57 284 131 153 97 502 485 307 131
is_linear=0
shrinkage=0.00126831


Tree=1488
num_leaves=20
num_cat=0
split_feature=484 15 11 3 16 0 3 48 16 2 4 1 43 52 13 0 13 4 13
split_gain=0.000119357 0.000140582 0.000179674 0.000246342 0.000183465 0.000226646 0.000232176 0.000228542 0.000221488 0.000197447 0.000192317 0.000257392 0.000270024 0.000186325 0.000176095 0.000145871 0.000136712 0.000129049 0.000101078
threshold=-0.0043499999999999988 -0.24219999999999997 0.08184000000000001 -0.12008499999999998 -0.30307999999999996 -0.10575999999999998 -0.089974999999999986 0.092930000000000013 -0.014754999999999999 0.083945000000000006 -0.077679999999999985 0.095575000000000007 -0.079109999999999986 0.086950000000000013 -0.0030249999999999995 -0.23029999999999998 0.068400000000000002 1.0000000180025095e-35 -0.087159999999999987
decision_type=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 18 8 -7 10 9 -6 13 17 -13 14 -8 -11 -3 -12 -5
right_child=1 2 -4 4 5 6 7 -9 -10 15 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0012702689531338563 0.0013274818845882763 0.0025395459984578197 -0.001862435804624216 -0.00030262194945022828 0.0016823403308110034 -0.0023380225550171671 0.0025014279567699103 0.0018992910114897091 0.0023384986161552285 0.00051109811023677303 -0.0034929747673442531 -0.0018334159441626037 0.0012690018661168701 -0.0011655940706756739 -0.00018707182271207373 -0.0017793427503207655 0.0004254951382535106 -0.0010913417235028794 -0.0023279009948031924
leaf_weight=0.0015907563752818451 0.0018413326506132024 0.0012508740512285855 0.0011452223177451639 0.0010121994453778926 0.0013450371699690322 0.0011925397215811579 0.0011906753998524033 0.001110140135226396 0.0015514299421649459 0.0013246501857864246 0.0010053868607129892 0.0010849332993962957 0.0015008609725355448 0.0010412949151498985 0.0010113555262236656 0.0011802073885671394 0.0015221971880783336 0.0010034717459351875 0.0012196462291287303
leaf_count=612 291 85 177 73 33 343 265 166 87 36 640 79 119 262 118 96 74 207 147
internal_value=0 7.064e-05 -3.60469e-05 6.57505e-05 -0.000139158 4.3248e-05 -0.000374305 -0.000112595 0.000827179 0.000218147 -0.000397551 -0.00102107 -3.26935e-05 0.000485756 0.00126665 -0.000568083 0.0013791 -0.0022933 -0.00140938
internal_weight=0 0.0235335 0.0216921 0.0205469 0.0177738 0.015542 0.0101407 0.00894812 0.00540132 0.00384989 0.00783798 0.00459465 0.00258579 0.00324333 0.00220203 0.00250486 0.00277307 0.00200886 0.00223185
internal_count=3910 3298 3007 2830 2671 2451 2199 1856 252 165 1690 1045 198 645 383 132 159 847 220
is_linear=0
shrinkage=0.00473777


Tree=1489
num_leaves=31
num_cat=0
split_feature=52 160 482 457 457 1213 151 4 128 158 48 2 14 42 15 376 3 133 43 52 1 12 4 1 52 16 16 43 48 4
split_gain=0.000783041 0.000692601 0.000648411 0.0005722 0.000915624 0.000748542 0.000618687 0.000894729 0.000639982 0.00058022 0.00060511 0.000457571 0.000578562 0.000795804 0.000424847 0.000502967 0.000717972 0.000623525 0.000659124 0.00124465 0.000595695 0.000482886 0.000473336 0.000484789 0.000459118 0.000630829 0.000520703 0.000417668 0.000366672 0.000340352
threshold=-0.51745999999999992 -0.40446999999999994 0.092615000000000017 -0.15747999999999998 -0.079274999999999984 -0.081334999999999977 -0.40391999999999995 0.25367000000000006 0.086435000000000012 0.085745000000000002 -0.081799999999999984 0.11542500000000001 -0.46510999999999997 0.084175000000000014 -0.095799999999999982 0.11605500000000001 0.13772500000000001 0.099765000000000006 -0.074254999999999988 -0.087094999999999992 0.10727500000000002 0.088375000000000023 -1.0000000180025095e-35 0.094385000000000011 -0.087094999999999992 0.15737500000000001 -0.083564999999999987 0.070805000000000021 0.086870000000000017 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 12 -9 -14 22 16 17 18 20 -20 24 27 -12 -24 28 26 -26 29 -16 -21
right_child=1 2 -4 4 5 6 7 11 -10 -11 14 -13 13 -15 15 -17 -18 -19 19 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012408186302976414 -0.00099519542014544203 0.0010507989620592284 -0.0011067637308734884 -0.0011669334682905539 -0.0011051551171451424 -0.00091962645547293974 -0.0009164390437154564 -0.00063027782093278946 -0.001091036608819099 -0.00079879240885497688 0.0004940884475280571 0.0011037084417612479 0.0010104500814964684 -0.00045012577862262395 0.00024275396561646381 -0.00069085635050574585 0.00095692577501967546 -0.00071080348361244575 -0.00083301004069847218 -0.00017769194654983811 0.0012833354631362817 -0.00037454277759767002 -0.0013942210157345365 -0.00013623252729936278 0.00039504384851277819 0.00094462364164925859 -0.0009305871427986301 0.001233428482622728 0.0014144450296835925 0.00057548929398014447
leaf_weight=0.0010970319094284467 0.0014270367062458314 0.0012082323464799307 0.00103102510781966 0.001306227911876622 0.0011169907416966321 0.0012170335275447633 0.0011641551199019764 0.0010388954921962679 0.0010449219034720505 0.0015579437434077295 0.0011458142452276943 0.0024714639974763308 0.002775400925676407 0.0011078544315161754 0.0010728780627307088 0.0012097067610739023 0.0028575874049341357 0.0015502450572262285 0.002726704302033583 0.0019970605017776023 0.0019027299380609541 0.001795219048324137 0.0010574172664797833 0.0016884395376450811 0.0010940611067695727 0.0011157504596681633 0.001479320317214091 0.0012563541376029441 0.0012020512368167147 0.0035145796041622639
leaf_count=275 305 43 170 153 349 75 66 23 184 201 92 191 136 77 66 10 73 346 119 167 61 224 88 50 53 12 186 35 13 67
internal_value=0 4.28658e-06 3.54924e-05 6.18538e-05 3.43644e-05 7.15833e-05 0.000103608 0.000134876 3.06153e-05 6.79556e-05 0.000113224 0.000592229 0.00033541 0.000593762 0.000155039 0.000225335 0.000272368 0.000177899 0.000249816 2.42345e-05 0.000573557 0.000297199 -0.000292461 -0.000620678 0.000347114 2.96899e-05 -0.000367001 0.000475379 0.000861864 0.000302585
internal_weight=0 0.0471331 0.0457061 0.044675 0.0434668 0.0421606 0.0410436 0.0398266 0.0324329 0.031388 0.0298301 0.00739361 0.00492215 0.00388326 0.0286659 0.0247742 0.0235645 0.020707 0.0191567 0.0112899 0.00786679 0.00856321 0.00389167 0.00274586 0.00596406 0.00368913 0.00257338 0.00676799 0.00227493 0.00551164
internal_count=3910 3635 3330 3160 3117 2964 2615 2540 2113 1929 1728 427 236 213 1662 1432 1422 1349 1003 612 391 493 230 138 330 251 239 269 79 234
is_linear=0
shrinkage=0.00145689


Tree=1490
num_leaves=31
num_cat=0
split_feature=1429 151 4 1213 11 403 52 52 51 1374 1374 38 40 42 39 483 43 1 49 151 3 133 3 13 43 0 51 47 12 0
split_gain=0.000726487 0.000687362 0.00097169 0.000762427 0.000661274 0.000580235 0.000613708 0.000607449 0.00120618 0.000486497 0.000506636 0.000509556 0.000767265 0.000713153 0.000712368 0.000576491 0.000528151 0.000506977 0.000705139 0.00106927 0.000720929 0.000446805 0.000575037 0.00053259 0.000500593 0.00050878 0.000391637 0.000543784 0.000329623 0.000313778
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 -1.0000000180025095e-35 0.08184000000000001 -0.084084999999999979 -0.42985499999999993 -0.40891499999999997 -0.40274499999999996 0.086000000000000007 -0.094679999999999986 1.0000000180025095e-35 0.0034800000000000005 -0.10770999999999999 0.090455000000000021 0.085195000000000007 0.24789500000000006 0.10871500000000002 -0.085974999999999982 0.083140000000000006 0.084925000000000014 0.091545000000000015 -0.15327499999999997 -0.094679999999999986 -0.083684999999999996 -0.083424999999999985 0.10589500000000002 0.096475000000000019 0.085325000000000012 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 12 13 -12 15 16 17 18 19 -15 21 22 -20 -24 28 29 27 -4 -25 -26
right_child=1 2 26 4 -6 6 7 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00098770466009255424 -0.00090880093581337566 -0.00086164204565340155 0.001184965429749217 -0.0008861704677084588 -0.00095352853675672949 -0.00094828347826327118 0.0010132413853663693 -0.0013197084678166272 -0.00057581665300089927 -0.00080220107629210924 -0.00076255645486306915 -0.00060973669246903875 0.0012186242509389419 -0.0011033942749980508 0.001242436744903846 -0.00080286635303967535 -0.00071249530412384704 0.00064389365238539688 0.00085997183634308404 0.00051183484658595614 0.00067956678996206835 -0.00066041576003719 0.00060828729201696302 0.00091373261398092329 -0.00064822043183095427 -0.0010080652991527647 -0.00012719431645808973 0.00019074968310642157 -2.88070429631154e-05 0.00017953430061348549
leaf_weight=0.0013168786021058301 0.0013915997714040165 0.0018471188672312669 0.0023131689667396085 0.0011577826839345154 0.0012160447380606945 0.0010196060437848145 0.0011993520898556645 0.001072640772534327 0.0016968393634186887 0.0010095525153404053 0.00140026331270826 0.0014186818733605824 0.0012339086248402955 0.0017540434281635422 0.0011015466395480891 0.0010411982047629489 0.0010643428191552387 0.0043943356832230043 0.0017717196426616346 0.0012031058414532225 0.0049218883955646211 0.0012580052194350886 0.0022651056810314403 0.0010607655271814842 0.0011894755892169892 0.0014983042191421348 0.0010686985876873223 0.0016349243689999238 0.001652519704921751 0.0024190661058137719
leaf_count=181 85 590 338 437 114 187 17 66 48 74 111 37 21 57 65 201 137 134 41 38 90 101 59 91 48 196 22 40 87 197
internal_value=0 5.39895e-06 3.19673e-05 -3.23378e-05 5.00547e-06 3.42894e-05 6.1865e-05 8.9238e-05 5.88156e-05 0.000100639 0.000127178 0.000163715 0.000198851 0.000156901 0.000201925 0.000160237 0.000198145 0.000236322 0.000151011 -0.000446244 0.000248931 8.73189e-05 0.000166652 4.48538e-05 -0.000118345 -0.000361696 0.000581438 0.000773256 0.000339681 -9.33167e-05
internal_weight=0 0.0492756 0.047884 0.0428672 0.0410201 0.039804 0.0386463 0.0376267 0.0364273 0.0353547 0.0343451 0.0326483 0.0312296 0.0299957 0.0285954 0.0274939 0.0264527 0.0253883 0.020994 0.00295715 0.0180369 0.013115 0.011857 0.0100852 0.00782013 0.00510685 0.00501679 0.00394809 0.00271329 0.00360854
internal_count=3910 3729 3644 3244 2654 2540 2103 1916 1899 1833 1759 1711 1674 1653 1542 1477 1276 1139 1005 95 910 820 719 678 619 441 400 378 178 245
is_linear=0
shrinkage=0.00131955


Tree=1491
num_leaves=19
num_cat=0
split_feature=44 15 16 158 159 13 133 50 3 133 52 2 457 16 15 15 52 2
split_gain=0.000170261 0.000234818 0.000331172 0.000186403 0.000156908 0.000165728 0.000223206 0.000245254 0.000197889 0.000149923 0.000225484 0.000247855 0.000302766 0.000242367 0.00017367 0.00036298 0.000156377 0.000107523
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11807499999999999 0.085745000000000002 0.073745000000000019 -0.45122499999999993 0.099765000000000006 0.084340000000000012 -0.15464999999999998 -0.0023199999999999996 0.10599500000000002 0.11230000000000001 -0.0015249999999999997 -0.14687999999999998 -0.095799999999999982 -0.053579999999999996 -1.0000000180025095e-35 0.089910000000000004
decision_type=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 -7 -10 11 12 -11 -14 -15 -16 -17 -6
right_child=-2 3 -4 -5 17 6 -8 -9 9 10 -12 -13 13 14 15 16 -18 -19
leaf_value=0.0036772156097288969 -0.0024415562633177167 0.001983330800223304 -0.00052281405094921514 -0.0023592302036153099 0.00015795094352207258 0.0023991904002767656 -0.0029058742840834479 -0.0025947274331969837 -0.0018315563065574106 -0.0020642125106079914 -0.0023742434985403252 -0.0015356161906061047 0.0032938119091268999 -0.0015126317412953001 0.0032971696568916513 -0.0015340141679333311 0.0012411661357994792 0.0028583781592027928
leaf_weight=0.0014711084834237165 0.0010060888406862025 0.0012060808103334609 0.0012569010872809155 0.0012728933712377729 0.0010301587328198627 0.0012248044983528212 0.0011267659789313952 0.0013440593393410491 0.0016304198232197373 0.0011318008125774685 0.0011833333113895348 0.0019612458846492995 0.0016620196828267516 0.0010559390713800161 0.0018106794662063859 0.001442998047305963 0.0014900089142155975 0.0011015945453127785
leaf_count=247 71 26 165 321 166 146 499 471 604 112 179 140 62 61 155 166 142 177
internal_value=0 8.06907e-05 0.0017421 -0.000128415 1.07672e-05 -0.000169228 -0.00032137 -0.000138645 8.75633e-05 -0.000124226 0.000112924 0.000391771 0.00083165 0.0012709 0.000691189 0.00118176 -0.000124183 0.00155341
internal_weight=0 0.0244028 0.00272801 0.0216748 0.0204019 0.0182702 0.0170641 0.0159373 0.0145932 0.0133684 0.011738 0.0105547 0.00859345 0.00746165 0.00579963 0.00474369 0.00293301 0.00213175
internal_count=3910 3839 412 3427 3106 2763 2737 2238 1767 1621 1017 838 698 586 524 463 308 343
is_linear=0
shrinkage=0.00600863


Tree=1492
num_leaves=31
num_cat=0
split_feature=1348 14 31 1429 375 1365 483 133 482 457 457 1213 484 403 1373 34 49 480 1 42 0 156 160 13 13 13 457 160 11 0
split_gain=0.00111035 0.00110312 0.00117364 0.000831975 0.00082801 0.000721979 0.000623668 0.000629954 0.00065959 0.000705086 0.000758959 0.000782528 0.00091404 0.00104492 0.00057988 0.000620416 0.00066173 0.000644859 0.000586235 0.000714963 0.000670453 0.000518248 0.000468133 0.000521092 0.000630267 0.000640905 0.000397422 0.000517266 0.000500614 0.000393976
threshold=0.094400000000000012 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087245000000000017 1.0000000180025095e-35 -0.086419999999999983 -0.26719999999999994 0.092060000000000017 -0.23052999999999998 -0.068264999999999978 -0.081334999999999977 0.085515000000000022 -0.088604999999999975 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24167999999999998 0.086640000000000009 0.076710000000000014 -0.089744999999999978 -0.11524 0.084090000000000012 0.090010000000000021 0.16421000000000002 0.0015650000000000002 -0.083514999999999992 0.041935000000000007 0.051580000000000008 0.089560000000000015 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -11 -12 13 -13 -15 -16 -17 18 19 -18 -21 26 23 24 25 -22 27 28 -20 -14
right_child=-2 -3 3 4 -6 -7 7 8 -10 10 11 12 29 14 15 16 17 -19 21 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013463928067123819 0.0013343877126086863 -0.0011187241974790377 -0.0010038709783537509 -0.0010076974434156823 -0.0012212367617273148 -0.00096375279487865813 -0.00088292863088842218 0.001183015147876659 -0.00096524159970107562 -0.00084711794824720524 -0.00096476211461553232 -0.0011302824061744134 0.0013414613939447763 -0.00083370959245310694 -0.00069519108928486439 -0.00064298533612787596 -0.00099976276795514171 -0.00071867220660301145 0.00055163478009212172 -0.00083679491863158917 0.00057956488288014277 -0.00047961259282135622 -0.00056059147319221625 -0.00030424613159042783 0.0012379101738504475 -0.00045042813495114851 0.0009364183065977904 -0.00028356060579920412 -0.00038907520326384273 0.00040194614580740486
leaf_weight=0.0011253179816147476 0.0010740622504705746 0.0016878477404302919 0.0015825524942875138 0.0010121672697620534 0.0010073911062971055 0.0013394240174768859 0.0012502695363476026 0.0010821309221773481 0.0010584078780661579 0.0015330721443882469 0.0011790282606938809 0.0012320581248317355 0.0014902115253825343 0.0010989131336600613 0.0014785105527908007 0.0016270913077107698 0.0010870293418182029 0.0012336016012938203 0.012765023017306643 0.0011353541348757554 0.0039899487136525495 0.0011015007998480533 0.0011329674560007783 0.0017343402139715636 0.0016851351491818933 0.0015080478504388402 0.0028145814852211784 0.001838858886316074 0.001114269772500621 0.0017676865624334228
leaf_count=111 28 125 178 171 39 69 217 31 153 140 346 436 30 19 64 33 134 144 474 30 142 80 43 30 38 215 104 63 35 188
internal_value=0 -4.7234e-05 -1.37461e-05 -4.26909e-05 -1.30377e-05 1.11647e-05 3.78413e-05 5.99169e-05 8.51657e-05 0.000109531 8.34539e-05 0.00011662 0.000147097 8.92816e-05 0.000129516 0.000158719 0.000195032 0.000236176 0.000273093 4.23362e-05 0.000143607 0.000417332 0.000254359 0.000357898 0.00051777 0.000297048 0.000470643 0.000387238 0.000476112 0.000831695
internal_weight=0 0.0556927 0.0540049 0.0528796 0.051297 0.0502896 0.0489502 0.047938 0.0466878 0.0456294 0.0445472 0.0430142 0.0418351 0.0385772 0.0373452 0.0362463 0.0347677 0.0331407 0.0319071 0.0122728 0.0111858 0.0196342 0.0100504 0.00891747 0.00718313 0.005498 0.0185327 0.0157182 0.0138793 0.0032579
internal_count=3910 3882 3757 3646 3468 3429 3360 3189 2972 2819 2788 2648 2302 2084 1648 1629 1565 1532 1388 632 498 756 468 425 395 357 676 572 509 218
is_linear=0
shrinkage=0.00134594


Tree=1493
num_leaves=20
num_cat=0
split_feature=44 15 16 158 41 403 13 16 42 42 4 43 42 0 16 2 1 16 13
split_gain=0.000141583 0.000197161 0.000287021 0.000155484 0.00015701 0.00023158 0.000184886 0.000159453 0.000152813 0.000216184 0.000189781 0.000570218 0.000176625 0.000320662 0.000414997 0.000223032 0.000158507 0.000128525 4.45459e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11807499999999999 0.085745000000000002 0.075585000000000013 0.088015000000000024 -0.10023999999999998 -0.40374499999999997 -0.10770999999999999 -0.088669999999999985 -0.034289999999999994 -0.083254999999999982 0.088235000000000022 -0.10131499999999999 -0.057604999999999996 0.091025000000000009 0.088135000000000005 -0.15168999999999996 -0.45122499999999993
decision_type=2 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 17 -8 -9 -10 11 -11 13 14 15 -12 -13 -3 -19
right_child=-2 3 -4 -5 -6 -7 7 8 9 10 12 16 -14 -15 -16 -17 -18 18 -20
leaf_value=0.0027649425966451754 -0.0017922769860432286 0.0026266551861641174 -0.00038257692546192203 -0.0017345858965281261 -0.0017461807454211111 -0.0021046992923002099 -0.0015170291765050242 -0.0014098801074701704 0.0022383248322603846 0.0018397722035833552 -0.0019953560203609085 -0.0010621634901603091 0.001884316592502894 -0.0019504588862205791 0.0028583818688048021 0.00099512740930766605 -0.0034755378390647295 0.0012645978949316463 -0.00010314914454097736
leaf_weight=0.0014398045846770874 0.0010050649221788879 0.0010909970271891778 0.0012763814484057284 0.0012718539902417799 0.0011272658365794044 0.0010436449519550103 0.0014484057859720468 0.0012923085931577242 0.0012539122229774389 0.0013509951351579046 0.0011063629704253231 0.0016086086696460297 0.0018461224262390219 0.0012824424565458089 0.0014669601995161985 0.0012298164207749096 0.0010506418698834619 0.0011478932644841677 0.0010786130854908366
leaf_count=247 71 43 165 321 155 285 158 140 173 155 42 621 222 533 62 34 360 27 96
internal_value=0 5.84544e-05 0.00128587 -9.52034e-05 6.88016e-06 0.000109284 0.000235865 6.65865e-06 0.000170277 0.000337715 0.000119912 -0.000716821 0.000603992 0.00013922 0.000843873 -0.0004211 -0.00201566 0.00126783 0.000602004
internal_weight=0 0.024413 0.00271619 0.0216968 0.020425 0.0192977 0.0182541 0.0149366 0.0134882 0.0121959 0.010942 0.00401025 0.0069317 0.00508558 0.00380314 0.00233618 0.00265925 0.0033175 0.00222651
internal_count=3910 3839 412 3427 3106 2951 2666 2500 2342 2202 2029 1136 893 671 138 76 981 166 123
is_linear=0
shrinkage=0.00483252


Tree=1494
num_leaves=31
num_cat=0
split_feature=31 52 133 151 1348 14 1456 151 1213 133 376 403 43 2 49 16 52 13 12 0 13 157 0 160 457 1374 1 1 4 4
split_gain=0.000920669 0.000747978 0.00082499 0.00071764 0.00090489 0.00104081 0.000860188 0.000640027 0.00065774 0.000781083 0.000778892 0.000606478 0.000616177 0.000676852 0.000960419 0.000592311 0.000637716 0.000586483 0.000787493 0.000734537 0.000557085 0.00047734 0.000440453 0.000428348 0.000831814 0.000704455 0.0010345 0.000385309 0.000479478 0.000381716
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40391999999999995 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.14171999999999998 -0.081334999999999977 -0.17468499999999998 0.11605500000000001 -0.088854999999999976 -0.074254999999999988 1.0000000180025095e-35 -0.091004999999999989 0.20277000000000003 0.084240000000000023 -0.084674999999999986 -0.094069999999999987 -0.065584999999999991 0.17936000000000002 -0.07686999999999998 -0.10575999999999998 -1.0000000180025095e-35 -0.0015249999999999997 -0.094679999999999986 0.077800000000000022 0.090355000000000005 -0.084009999999999987 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 11 -11 15 22 -15 16 20 18 -16 21 27 -19 -14 -23 -25 -26 -27 28 -13 -30
right_child=1 2 3 4 -6 -7 7 8 9 10 -12 12 13 14 17 -17 -18 19 -20 -21 -22 23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0011560287101814563 -0.0010679408371047725 -0.0011476690264361586 -0.00093728689800153778 -0.00090570973276355143 0.0012577578854930291 -0.0011432280732324726 0.0010000887142079646 -0.00096355800083845267 0.0010966510905166048 -0.00082796196789263008 -0.0010564178156333788 0.0010222519174572042 0.00017685605980838397 -0.00078145766645568604 -0.00050149068223558513 0.00080784947190452058 -0.00032865069471032404 0.00091383335291195494 0.00079762006081758271 -0.00075168480080608764 -0.00024374007439381643 -0.0004908498527929707 -0.0008477715693074382 -0.00076924168431752099 -0.00033862477433428494 -0.00029243464732679465 0.0010938900866855638 0.0010855846146330304 -0.00054212750434214768 0.00052606335780180881
leaf_weight=0.0011361031414094383 0.0012149911020130624 0.0011042738522467612 0.001365106648062663 0.0016133324796497308 0.0010278373902350415 0.0013326813308291987 0.0012658631977489057 0.0010906741055251015 0.0012620937802116918 0.0012569552690606658 0.001092741417774378 0.0011957001721185643 0.0010232631467417264 0.0020682319229337045 0.0010102999749235231 0.0033565969803319726 0.003119557880727708 0.0012506348227012713 0.004149200659319118 0.0018555652394055674 0.0018289898772493318 0.0020286623981560789 0.0025532312687159822 0.0012880836578830221 0.0016469683064315194 0.0013469619383776159 0.0030812387313083889 0.0018574213489771507 0.0011597808620408814 0.0011702638517849806
leaf_count=113 275 229 82 307 42 106 77 328 37 435 26 33 27 48 42 79 260 32 173 142 63 72 224 27 16 171 51 145 202 46
internal_value=0 -4.50992e-05 -1.99436e-05 5.84048e-06 3.32727e-05 5.85578e-06 4.02126e-05 7.57369e-05 4.76722e-05 7.48362e-05 4.20549e-05 7.34385e-05 0.000104068 -2.6461e-05 6.92991e-05 0.000326276 0.00016982 0.000168948 0.000543237 1.44333e-05 0.00038543 0.000148009 -0.000554618 4.60308e-05 0.000193948 0.000398167 0.0006722 0.000599197 0.00034296 -5.62915e-06
internal_weight=0 0.0506172 0.0494022 0.0482979 0.0469328 0.045905 0.0445723 0.042959 0.0416931 0.0406024 0.0393403 0.0382476 0.0369907 0.0233023 0.0197258 0.0136883 0.0103317 0.0176576 0.0051595 0.0124981 0.00721216 0.0106425 0.00357649 0.00939192 0.00736325 0.00607517 0.0044282 0.00538317 0.00352574 0.00233004
internal_count=3910 3797 3522 3293 3211 3169 3063 2756 2679 2351 2314 2288 1853 1025 774 828 749 726 215 511 489 369 251 337 265 238 222 426 281 248
is_linear=0
shrinkage=0.00131955


Tree=1495
num_leaves=18
num_cat=0
split_feature=14 52 39 3 1 3 48 457 3 2 52 13 160 2 3 4 4
split_gain=0.000130878 0.000136419 0.000178413 0.000228062 0.000210977 0.000170872 0.000382777 0.00025697 0.000393613 0.000308951 0.000213134 0.000230694 0.000238652 0.000217789 0.000185754 0.000168118 0.000137686
threshold=0.073890000000000011 -0.40083499999999994 0.005105000000000001 0.10420500000000001 0.099115000000000023 0.16699000000000003 0.12649500000000002 0.082870000000000013 0.090325000000000003 0.11542500000000001 0.11401500000000002 -0.094679999999999986 -0.081299999999999983 0.089910000000000004 -0.084014999999999992 0.05309500000000001 -0.08422499999999998
decision_type=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 9 -9 10 11 13 -13 -3 16 -16 -14
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12 12 14 -15 15 -17 -18
leaf_value=-0.0012390467201419814 -0.0015730133129560843 -0.00042930578954484926 0.00062974568320648512 -0.00069435147253850524 0.0033162539995286746 0.0014195907682527562 -0.0025642956019131936 -0.00017501883001718507 0.0032394203843352314 0.001535550557099074 -0.0021060219125727843 0.0010888132025381847 -0.0011885988239257372 0.0023528236719015439 -0.0024966128717077637 -0.00060606453738390118 0.00062347744116309574
leaf_weight=0.0015268608116946183 0.0010285061359874828 0.0010778041661890754 0.0012817941094391818 0.0010003586472695503 0.0010682065113114397 0.0015066892506860044 0.0012159214478351102 0.0015828001251175219 0.0011706514631608655 0.0017560259788094177 0.0014003307579109068 0.0014120460882578205 0.0014772425150742508 0.0011692087061083711 0.0019836155783732497 0.001777771648813431 0.0019246643439923107
leaf_count=389 135 90 108 39 282 156 73 133 58 182 444 279 357 48 690 139 308
internal_value=0 5.28813e-05 0.000139379 0.00109094 0.00185091 -2.44921e-05 -0.000145719 3.00387e-05 0.00127666 -0.000215513 -0.000467088 -0.000255022 -0.000588685 0.00101835 -0.000919358 -0.00160307 -0.000163398
internal_weight=0 0.024332 0.0228051 0.00335036 0.00235 0.0194548 0.0179481 0.0167322 0.00275345 0.0139787 0.0122227 0.0108224 0.00857534 0.00224701 0.00716329 0.00376139 0.00340191
internal_count=3910 3775 3386 429 390 2957 2801 2728 191 2537 2355 1911 1773 138 1494 829 665
is_linear=0
shrinkage=0.0044645


Tree=1496
num_leaves=20
num_cat=0
split_feature=43 40 42 123 133 484 3 484 16 4 12 13 1374 0 12 15 48 0 2
split_gain=0.000114449 0.000191056 0.000204063 0.000264788 0.000259004 0.000234314 0.000258161 0.000221386 0.000160028 0.000252493 0.000280371 0.000194949 0.000133426 0.000236925 0.000172937 0.000186289 0.000159935 0.000149368 4.47422e-05
threshold=0.19761500000000001 -0.083709999999999993 -0.10770999999999999 0.08406000000000001 0.098810000000000023 -0.0043499999999999988 -0.15464999999999998 0.091130000000000017 -0.41862999999999995 0.08734500000000002 0.096055000000000015 -0.10023999999999998 -0.094679999999999986 -0.22851499999999997 0.088325000000000015 0.084050000000000014 0.086870000000000017 -0.10131499999999999 0.088405000000000025
decision_type=2 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 11 10 12 -8 -10 -14 15 16 17 -15 -16
right_child=-2 2 3 -5 -6 6 7 -9 9 -11 -12 -13 13 14 18 -17 -18 -19 -20
leaf_value=0.0021555178165076501 -0.0015561926798247632 -0.0020148592711420671 -0.0019510782044287278 0.0026238457963969511 -0.0023104381027607406 0.0022597401337490822 0.00062393940506079372 -0.0022036403215540375 -0.0011941432403005723 0.002357356525476213 -0.0020513248596851926 -0.0022875766139766494 0.0026718087863363744 0.0009472276555640344 0.00085095488276356983 -0.0019024269552664703 0.0020489635806096172 -0.0013360032772276014 0.002378591082110013
leaf_weight=0.0010964593266450098 0.0012035906199725143 0.0012928321266130879 0.0013573401406199717 0.0010270865780913343 0.0012459215501085382 0.0015490995066980628 0.0011008325211080416 0.0010544541780672786 0.0011111166777553203 0.0016069741090166964 0.0013042297012024759 0.0013423453000067581 0.0013453679563326625 0.0014522671876029368 0.0010136115942876167 0.0012302204207529227 0.0010969940930307676 0.0015661989003327159 0.0010033488059330575
leaf_count=164 252 208 472 189 534 178 64 212 51 91 157 139 34 61 252 286 102 292 172
internal_value=0 6.47046e-05 -3.62852e-05 8.32045e-05 -4.48337e-05 0.000102689 0.000259502 6.85616e-05 0.000226464 0.000457185 0.00018267 -0.000975723 0.000479402 0.000692941 0.000331345 -0.000151435 0.000371983 -0.000237478 0.00161089
internal_weight=0 0.0237967 0.0227002 0.0214074 0.0203803 0.0191344 0.0177771 0.016228 0.0151735 0.0127303 0.0111234 0.00244318 0.00981913 0.00870801 0.00736264 0.00534568 0.00411546 0.00301847 0.00201696
internal_count=3910 3658 3494 3286 3097 2563 2091 1913 1701 1498 1407 203 1250 1199 1165 741 455 353 424
is_linear=0
shrinkage=0.00512831


Tree=1497
num_leaves=31
num_cat=0
split_feature=52 160 1213 14 133 9 151 49 474 475 3 13 52 1 12 49 39 47 4 42 2 13 15 3 2 2 2 16 2 1
split_gain=0.000717089 0.000508611 0.000498087 0.000477394 0.000422604 0.000391968 0.000364552 0.000470446 0.000381373 0.000468054 0.000443473 0.000395184 0.000610705 0.00057754 0.000404684 0.000400844 0.000345448 0.000481566 0.00046678 0.000384512 0.000319654 0.000314156 0.000539217 0.000413342 0.000325369 0.000287486 0.000341918 0.000262047 0.000227909 0.000213172
threshold=-0.51745999999999992 -0.40446999999999994 -0.081334999999999977 0.077685000000000018 -0.24354499999999998 -1.0000000180025095e-35 -0.27336999999999995 0.10513500000000002 0.084835000000000008 -1.0000000180025095e-35 -0.15327499999999997 -0.021089999999999994 0.11588000000000002 0.08844500000000001 0.088375000000000023 -0.084114999999999981 0.13142500000000004 0.081320000000000017 0.28937500000000005 -0.090359999999999982 0.13705500000000001 0.0015650000000000002 0.024640000000000006 -0.10140999999999999 0.087995000000000004 0.091525000000000009 0.10433000000000002 -0.25582999999999995 0.092450000000000018 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -11 12 13 15 -15 -12 17 18 19 -13 -9 22 24 -23 -21 -17 -27 -19 -26 -10
right_child=1 2 3 -5 5 6 7 20 29 10 11 16 -14 14 -16 25 -18 27 -20 21 -22 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0013657147085239173 -0.00095991081768855881 -0.0010110737217569733 -0.00092459097090378194 -0.00079488387804731674 0.0010438015899404177 -0.00080852228478677565 -0.00097519324081496645 0.0013115479143901655 0.00024144048562347768 0.0007206214770317501 -0.00075625888228215738 -0.00095343855150271028 -0.00077962043476362914 0.0012985947971779197 0.0002975001969309651 -0.0002840975361502792 0.00073681622204894255 -0.00041838614302439504 0.00081962108192722984 -0.0007385723980716046 0.00017439811124367837 -0.00039330915904659338 -0.0010912871335823778 0.00092575997007147645 0.00082037887183592873 0.0010089510839267773 -0.00011435514877606371 -0.0015386239922406556 -8.9943896707313494e-05 0.0012059268532127996
leaf_weight=0.0010124044083693043 0.0013682482568041767 0.0011390078733747857 0.0010040722183589637 0.0015908899116756628 0.0011834343468591071 0.0011005866854443261 0.0011569940167577833 0.0014017152870764429 0.0012547339206886434 0.002462996804069909 0.0012797684816234787 0.0015721476820235751 0.0013664432226305765 0.002195343601501587 0.0019934815399627048 0.0016046115170402732 0.0010010363963104405 0.0011717742730219527 0.0012485529347801569 0.001075352759475132 0.00117633936927386 0.0010423382178501583 0.001585992930639657 0.0014980167987683757 0.0012371246843659867 0.001765926676041002 0.0011627246820102854 0.0010025013809513159 0.0016750756609920092 0.0011241074057242173
leaf_count=275 305 354 201 101 123 89 108 120 156 78 33 182 163 166 161 330 32 20 66 64 54 39 169 100 26 96 54 77 63 105
internal_value=0 4.46888e-06 3.73965e-05 6.80692e-05 0.000104833 0.000133276 0.000102626 0.000132072 7.79664e-05 2.73425e-05 6.88557e-05 5.849e-06 0.00022903 0.000366831 0.000822169 3.87178e-05 -0.000173967 -0.000243518 -0.000106041 -0.000225361 0.000792678 -8.42885e-05 -0.00029797 0.00038453 1.75602e-05 0.000263145 0.000562979 -0.000934898 0.000296768 0.000697203
internal_weight=0 0.0414413 0.0400731 0.0389341 0.0373432 0.0363391 0.0351557 0.0340551 0.031477 0.0290982 0.0279412 0.0254782 0.0113683 0.0100019 0.00418883 0.00581303 0.0141099 0.0131089 0.0109346 0.00968605 0.00257805 0.0081139 0.00557355 0.00254036 0.00398755 0.00453326 0.00292865 0.00217428 0.0029122 0.00237884
internal_count=3910 3635 3330 2976 2875 2674 2551 2462 2288 2027 1919 1841 1003 840 327 513 838 806 709 643 174 461 322 139 153 480 150 97 89 261
is_linear=0
shrinkage=0.00160853


Tree=1498
num_leaves=21
num_cat=0
split_feature=1 0 43 49 39 48 16 12 52 3 43 12 12 0 15 52 160 151 1 2
split_gain=0.0001198 0.000361981 0.000226086 0.000201976 0.000154581 0.000200007 0.000162352 0.000148715 0.000244286 0.000178113 0.000192462 0.000172081 0.000199586 0.000167023 0.000164673 0.000140011 0.000122371 0.000164749 0.000115559 8.49518e-05
threshold=0.10398500000000001 -0.017269999999999997 -0.24333999999999997 -0.045004999999999996 0.005105000000000001 0.11930500000000001 -0.10808 0.10214500000000001 -0.16207999999999997 0.10666500000000002 -0.083684999999999996 0.088375000000000023 0.086765000000000023 -0.077944999999999987 0.041585000000000004 -0.076599999999999988 0.086110000000000006 -0.0074049999999999993 0.088495000000000018 0.089070000000000024
decision_type=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 6 -5 8 -1 10 13 12 14 -10 16 -8 17 -12 -19 -15
right_child=1 -3 3 4 -6 -7 15 -9 9 -11 11 -13 -14 19 -16 -17 -18 18 -20 -21
leaf_value=-0.0028387441634798341 -0.0023530210752691909 0.0036856060243223888 0.0022986486644846161 0.001767358058018849 0.0019022391354650101 -0.0025568126555632984 0.00077653984113626483 -0.0021265989341229244 -0.00057965797737914292 0.0022456804844094079 0.0018417694793139506 -0.0025542714490154632 0.0020536539317738385 0.0031182171610055396 -0.0027460702031061736 -0.0020061430582579841 -0.0017643908315749211 0.00045791784373541521 -0.0020417116325654105 0.00090986198391895953
leaf_weight=0.0010065742278749243 0.0010512196414449457 0.0010131782813700982 0.0015122042512712994 0.0013190709569201884 0.0010891304816436076 0.0011184354460365142 0.0010791300503010257 0.0013366912957014998 0.0014339323734838677 0.0010914681937670432 0.001359157130591317 0.0012531315219372341 0.0010091906484351876 0.0010044400287538861 0.0010156159597603243 0.0012524613549791362 0.0012744488844624868 0.0013719519496437314 0.0010442184620256256 0.0012577208835038434
leaf_count=327 27 199 163 99 166 54 71 335 435 37 103 744 246 64 321 108 75 198 66 72
internal_value=0 0.000488134 0.000103457 0.000453817 -2.23962e-05 -0.00046193 0.000179869 -0.000321511 -0.000150652 5.56547e-05 -0.000143146 -0.000620385 -0.000277832 0.000932126 -0.000665757 -0.000718234 -0.000247362 0.000264746 -0.00062237 0.00189041
internal_weight=0 0.00943483 0.00842165 0.00737043 0.00585823 0.0047691 0.00365066 0.0154585 0.0141219 0.0131153 0.0120238 0.00832771 0.00707458 0.00369609 0.00606539 0.00233159 0.00504978 0.00377533 0.00241617 0.00226216
internal_count=3910 887 688 661 498 332 278 3023 2688 2361 2324 1753 1009 571 763 179 442 367 264 136
is_linear=0
shrinkage=0.00566207


Tree=1499
num_leaves=31
num_cat=0
split_feature=1429 151 4 1348 14 11 1213 1456 403 3 38 124 457 40 1374 3 42 160 15 13 16 4 1 2 1 1 52 13 1 4
split_gain=0.000628244 0.000575994 0.000687676 0.000639195 0.00095461 0.000728816 0.000603464 0.000631527 0.000475271 0.000484858 0.00049397 0.000573303 0.000539055 0.000571206 0.000386238 0.000365435 0.000433198 0.000432273 0.00041274 0.000352118 0.000306988 0.000428628 0.000268365 0.000694331 0.00021951 0.000316917 0.000228008 0.000161025 0.000152794 0.000133261
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.084895000000000012 0.077685000000000018 0.080455000000000013 -0.081334999999999977 -1.0000000180025095e-35 -0.088854999999999976 -0.12008499999999998 1.0000000180025095e-35 -0.048219999999999992 -0.066264999999999991 -0.061244999999999994 -0.094679999999999986 -0.078884999999999997 -0.089024999999999979 0.084100000000000022 0.082225000000000006 0.15641500000000003 -0.53943499999999989 0.50657000000000008 0.10871500000000002 0.10217500000000002 0.088495000000000018 0.094695000000000015 0.0074400000000000013 -1.0000000180025095e-35 0.13148500000000005 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 11 -11 -13 -14 -15 16 -16 18 -18 -10 -4 27 23 24 26 -26 29 -22 -24 -17
right_child=1 2 20 -5 -6 -7 7 8 9 10 -12 12 13 14 15 22 17 -19 -20 -21 21 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001057542304794595 -0.00098239878616955914 -0.0010546415319513517 0.0012094134174716138 0.0010734888626873882 -0.001255650440413747 -0.0012054082621067413 -0.00096353535041980023 -0.00086849694676155627 0.00099043521414929965 0.00080438382774766825 -0.00083401928567698388 -0.00083277741078770381 -0.00063425889887136217 -0.00054987433238747952 0.00062969124847554237 0.00042671272077118589 -0.0011787391867746524 0.00036453361180934109 -0.00012665193314523619 5.867665557397641e-05 0.00037898689581356644 0.0011186392194585547 0.00093599131528277087 -0.00086690014088908868 -0.00054288075950156183 0.00049046481745667041 4.4472025872714328e-05 -0.00040304888869931854 0.0003828381370336052 0.0010054751605067809
leaf_weight=0.0011541030201470672 0.0011583897253544242 0.0010231806593287698 0.0011530603895569258 0.0010496258454004695 0.0013065746953753168 0.0010120799079302847 0.0011848765390965179 0.0010018589373479428 0.0021482892742170556 0.0021994346235050246 0.0011898398341525498 0.001355365255823803 0.0019841426572320122 0.0014104368464700192 0.0014067777208875967 0.0014101449032590807 0.0013326007531855449 0.0014585039694288149 0.0017726597775324926 0.0013457837804349282 0.001074718343102965 0.0010038661520964665 0.0020943532635406834 0.0010483735541726436 0.0010832193897107878 0.001372918937864398 0.0012513557860054092 0.0010738744043852213 0.0019836816568794546 0.0019122592187153162
leaf_count=181 85 376 87 44 117 85 278 434 59 151 48 195 90 43 130 56 212 74 248 38 73 197 68 141 91 72 118 43 41 35
internal_value=0 1.07318e-05 3.9037e-05 -2.49146e-05 -5.75855e-05 -1.15213e-05 2.51274e-05 5.97098e-05 9.91227e-05 0.000131697 6.52026e-05 0.00010787 4.0905e-05 9.59273e-05 0.000170083 0.000226102 -6.32757e-05 -0.000276882 -0.000578148 0.000631557 0.000578785 0.000348123 0.000368229 0.000217445 0.000379154 3.47332e-05 0.000564111 -1.18774e-05 0.000666921 0.000759828
internal_weight=0 0.0418022 0.0406439 0.0363383 0.0352887 0.0339821 0.0329701 0.0319469 0.030762 0.0297601 0.0262661 0.0250762 0.0228768 0.0215214 0.0195373 0.0181268 0.00597054 0.00456376 0.00310526 0.00349407 0.00430552 0.00315246 0.0121563 0.00807827 0.0070299 0.00245614 0.00457376 0.00214859 0.00407803 0.0033224
internal_count=3910 3729 3644 3244 3200 3083 2998 2622 2344 1910 1813 1765 1614 1419 1329 1286 664 534 460 97 400 313 622 513 372 163 209 116 109 91
is_linear=0
shrinkage=0.00142833


Tree=1500
num_leaves=19
num_cat=0
split_feature=124 12 2 50 41 12 47 43 4 49 3 1 150 15 52 4 52 2
split_gain=0.000117503 0.000222369 0.000147974 0.000195008 0.000178544 0.000207011 0.000232333 0.000256757 0.000269209 0.000167726 0.00027977 0.000275097 0.000262029 0.000249037 0.000181008 0.000169662 0.000146029 0.000128084
threshold=0.10385500000000002 0.11655500000000001 0.14073000000000005 0.10119500000000002 0.078535000000000008 0.10333000000000002 0.09252500000000001 -0.17307499999999998 -0.37626499999999991 0.059130000000000009 0.099570000000000006 0.10752500000000002 0.086025000000000018 -0.094924999999999995 0.084505000000000011 -0.076854999999999993 -0.088779999999999984 1.0000000180025095e-35
decision_type=2 2 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 -10 15 -15 -17 -8
right_child=-2 -3 -4 -5 -6 -7 17 8 9 -11 11 -13 -14 14 -16 16 -18 -19
leaf_value=0.002093790965938952 0.0015224421482720734 -0.0021661238733701443 0.0017611768637855036 -0.0021095373431032423 -0.0017175165668709999 0.0020458989799651199 -0.0025244743771337544 -0.0020034530853258663 0.0021817914843218133 -0.0012282869137169455 0.0036450979946245129 0.00046854033089665831 -0.00172110737341201 0.0014781634175753721 -0.0017791957351268985 0.00086356994678211062 -0.0015229513493726465 -0.00019649445148297657
leaf_weight=0.0015504484768076284 0.001112995205093891 0.0011404344711626315 0.0010862759294165683 0.0010387555394869982 0.0012704712698438083 0.0012607049185755633 0.0011888129854091814 0.001382346128657278 0.0014993671140962851 0.00158686852541163 0.0011210486117159144 0.0014735568670381505 0.0016189444996501934 0.0019168839042820697 0.001114488409638778 0.0010905314396647547 0.0013278043428698507 0.0010302316982426785
leaf_count=90 49 180 152 401 166 202 137 187 149 396 50 89 199 353 652 106 233 119
internal_value=0 -8.41967e-05 2.10587e-05 -6.69775e-05 3.68629e-05 0.000153181 1.98858e-05 0.000226979 2.21648e-05 0.00024179 0.000450774 0.00184103 2.97703e-05 0.000437677 -4.21778e-05 0.000404371 -0.000446766 -0.00144367
internal_weight=0 0.023698 0.0225575 0.0214713 0.0204325 0.019162 0.0179013 0.0156823 0.0141318 0.0127495 0.0111626 0.00259461 0.00856802 0.00694908 0.00544971 0.00433522 0.00241834 0.00221904
internal_count=3910 3861 3681 3529 3128 2962 2760 2504 2414 2227 1831 139 1692 1493 1344 692 339 256
is_linear=0
shrinkage=0.00483252


Tree=1501
num_leaves=31
num_cat=0
split_feature=52 133 151 4 133 401 14 47 38 160 403 457 12 48 151 48 148 484 1374 51 15 133 52 376 12 1 43 3 1 2
split_gain=0.000797753 0.00076746 0.000635612 0.000668851 0.000614025 0.00072887 0.000573681 0.000786636 0.000526886 0.000597671 0.000461301 0.000453296 0.000509422 0.000509731 0.00045088 0.000447811 0.000399413 0.000644278 0.000642874 0.000655846 0.000419102 0.000370109 0.000346804 0.000471041 0.000550133 0.000622966 0.000485444 0.000541981 0.000430843 0.000289234
threshold=-0.51745999999999992 -0.26719999999999994 -0.40391999999999995 0.27020000000000005 -0.17468499999999998 0.087020000000000014 -0.46879999999999994 0.096475000000000019 1.0000000180025095e-35 -0.092169999999999988 -0.088854999999999976 -0.0034949999999999994 -0.083349999999999994 -0.083299999999999999 -0.0065099999999999993 0.016865000000000002 -1.0000000180025095e-35 -0.0043499999999999988 -0.094679999999999986 0.077145000000000005 -0.010894999999999998 0.10681500000000001 0.11262000000000001 0.086355000000000015 0.099370000000000014 0.10786000000000001 -0.083899999999999988 0.088060000000000013 0.11561500000000001 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 9 15 -11 14 -13 -14 -12 -6 -15 -18 -19 21 -21 22 23 24 25 26 -20 29 -26 -28
right_child=1 2 3 6 5 -7 7 -9 -10 10 11 12 13 16 -16 -17 17 18 19 20 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0012807832476488573 -0.0013341512244025701 -0.0011199012798664724 0.00083355402772184134 -0.00048911546088701761 -0.0012147393676091222 -0.0013957465799155043 0.0010821006782672697 -0.00019142152915746198 -0.00093950145635516322 -0.0009112759184468416 -0.0012337570239348528 0.00095005200735557974 -0.0010142672154790481 0.00084731945693486627 6.7776192926880902e-05 -0.00015677146547795723 -0.001057741090176307 -0.00079957005910255455 0.00070081640936123853 0.0012582384487477001 6.2528182326025624e-05 -0.00074969518174231996 -0.00070503941090904721 -0.00082495587479811366 -0.00099123955706349786 0.0013032375281860542 -0.00063753189836198711 0.00075600871381619513 0.00013083801987956209 5.9726251157895415e-05
leaf_weight=0.001429244295068576 0.0011823772674034441 0.0013760043404369418 0.0012169807825692649 0.0013272539736077782 0.0018120157120137528 0.0010829849064497568 0.0027418965855977575 0.0016483706937611142 0.0018494380284455039 0.0013395537061019471 0.0012783307149012435 0.0011862713474028999 0.0010629197338403165 0.0011689889298054359 0.0010123304307620975 0.0015981528526276545 0.0012160280099716694 0.0018115944004861708 0.0030487707312420991 0.0015826269484016109 0.0010252538145509851 0.0012783925415793531 0.0011547297082508115 0.001035429388064558 0.0013052023858046722 0.0012668674001083966 0.0021253342065307729 0.001556042242782496 0.0016376277098117953 0.0031112960671026979
leaf_count=275 229 83 35 56 375 247 334 45 61 415 112 112 47 52 81 95 326 42 108 54 61 90 43 11 54 21 216 40 17 173
internal_value=0 -0.000175568 -0.000145029 -0.000114177 -0.000184487 -0.000218387 0.000350203 0.000603944 -0.000182433 -0.000140779 -7.55021e-05 -3.67146e-05 1.68893e-05 -2.67149e-05 -0.00065856 -0.00071893 1.64392e-05 -2.55077e-05 3.17062e-05 0.000106526 0.000788161 5.06141e-06 6.44702e-05 0.000123369 0.000193251 0.000341627 0.000217841 1.06574e-06 -0.000366825 -0.000223262
internal_weight=0 0.0460391 0.0448567 0.0434807 0.0377632 0.0365462 0.00571752 0.00439027 0.0354632 0.0336138 0.0302036 0.028864 0.0265734 0.0253871 0.00229066 0.00341017 0.0243242 0.0231552 0.0219392 0.0201276 0.00260788 0.0175197 0.0162413 0.0150866 0.0140511 0.0111083 0.00984144 0.00679267 0.00294283 0.00523663
internal_count=3910 3635 3406 3323 2888 2853 435 379 2606 2545 2075 1660 1467 1355 193 470 1308 1256 930 888 115 773 683 640 629 558 537 429 71 389
is_linear=0
shrinkage=0.00145689


Tree=1502
num_leaves=19
num_cat=0
split_feature=14 1 0 52 52 475 51 49 42 42 14 15 47 4 13 1 1 13
split_gain=0.000128799 0.000120388 0.000268556 0.000191478 0.000232632 0.000206222 0.000246493 0.000165371 0.000153428 0.000264528 0.000146857 0.000178797 0.000230661 0.000176436 0.00016704 0.00031124 0.000166125 0.000116095
threshold=0.073890000000000011 0.077800000000000022 -0.089879999999999974 -0.37613999999999997 -0.15154999999999999 -0.050754999999999995 -0.032189999999999989 -0.075429999999999983 0.084100000000000022 -1.0000000180025095e-35 -0.10523499999999998 -0.14868999999999996 0.09252500000000001 0.0057500000000000008 -0.0024749999999999993 0.088315000000000018 0.10915500000000002 -0.37340499999999993
decision_type=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 -4 9 -9 -8 -12 13 14 -13 -16 -15 -11
right_child=-2 3 7 4 5 6 10 8 -10 17 11 12 -14 16 15 -17 -18 -19
leaf_value=-0.0019737252422506813 -0.0016364223735259023 -0.0013944252824253471 0.0016673153097281289 0.0025697409390495031 0.0021747403651439265 -0.0020692569008696534 -0.0012600318049805072 -0.0014329357409913353 -0.0014740694712006936 0.00016235161306379762 0.0022349455443084251 0.0011350881981271835 -0.0011798928106356006 0.0025299223642379852 0.0010298207671216903 -0.0023740377306173317 0.00031936282190718078 0.0022980843450837651
leaf_weight=0.0018380356907452466 0.0010224380558825344 0.0013395098711066469 0.0011152607906248502 0.0010289661400581509 0.0011305936581518265 0.0010333140878464606 0.0011622930094070992 0.0012782473123202909 0.0016471526671349435 0.0011039356231776765 0.0011179146110745523 0.0016797052722301621 0.0018807782241752058 0.0015971804968433201 0.0010860354112320805 0.0012427524552611757 0.0013563103252776654 0.0010925976566306681
leaf_count=467 135 189 51 97 193 106 65 584 761 15 213 461 138 80 42 123 76 114
internal_value=0 4.73006e-05 -0.000413343 0.000284907 0.000442039 0.000277265 0.00010079 4.64848e-05 -0.000306438 0.000247055 0.000302386 0.000484701 0.000263433 0.000653347 1.8634e-05 -0.000786641 0.00151478 0.00122471
internal_weight=0 0.0237306 0.00807523 0.0156554 0.0143158 0.0132869 0.0121563 0.00623719 0.00512193 0.00347478 0.011123 0.00996068 0.00884276 0.00696198 0.00400849 0.00232879 0.00295349 0.00219653
internal_count=3910 3775 1992 1783 1594 1497 1304 1525 1474 713 1198 1133 920 782 626 165 156 129
is_linear=0
shrinkage=0.00464487


Tree=1503
num_leaves=31
num_cat=0
split_feature=52 133 160 1213 133 1 0 0 130 40 48 0 4 52 0 49 52 47 3 0 12 457 151 2 1 14 2 47 13 48
split_gain=0.000668327 0.000633025 0.000486505 0.000516763 0.000459272 0.000453275 0.000801782 0.000598477 0.000527709 0.000448389 0.000479021 0.000439804 0.000687403 0.000432422 0.000374006 0.000501822 0.000405397 0.000444109 0.000438961 0.000335967 0.000652408 0.000311256 0.000435735 0.000321927 0.000292392 0.000258544 0.000466617 0.000183753 0.000160116 0.000131337
threshold=-0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -0.085714999999999986 0.10113500000000002 -0.017269999999999997 -0.053834999999999994 -1.0000000180025095e-35 -0.012844999999999997 0.12738500000000003 0.18055000000000002 -0.49269499999999994 -0.077699999999999977 0.047345000000000005 -0.088329999999999978 -0.089799999999999977 0.081905000000000019 0.099570000000000006 -0.077944999999999987 0.086935000000000012 0.085360000000000005 -0.035524999999999994 0.087995000000000004 0.085990000000000011 -0.22654999999999997 0.11542500000000001 0.10933000000000002 -0.089189999999999978 0.087770000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 24 8 7 9 -6 -7 13 12 -10 -11 15 29 -17 18 19 20 21 22 -18 -24 -5 -15 27 -27 -16 -14
right_child=1 2 3 4 5 6 -8 -9 11 10 -12 -13 14 25 28 16 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011966049499103023 -0.0012108379339481337 -0.00093433237832997928 -0.00083438776045527754 -1.0653326284802948e-05 -0.0011913707667409515 0.00085017554461929606 0.00096098842793526206 -0.00081525037038021803 -0.0013241835645866333 0.00066680662073434363 -0.00063117983711720579 0.00050887644197242145 -0.0012161949044464159 -0.00048370466152340149 0.00070475437568232502 -0.00077687550081024116 0.00095002607823057206 -0.00075037973766953702 0.00087133766301871417 0.00060256833832392264 -0.0011658017404647151 -0.00050143911736968906 -0.00043709039895328252 0.00042357679992363178 0.00088907832069707845 9.6912071946261201e-05 0.00085519212384146861 -0.00054270482269290162 -4.5652898148441148e-05 -0.00055659387697408686
leaf_weight=0.0011911667918697568 0.0010403487839583938 0.0013756610019787221 0.0017525190679692207 0.0012596597947094326 0.0010430126786437613 0.0011469319639762247 0.0015688991772918612 0.0016491205602932593 0.0010469386985514284 0.0019099125767212434 0.0019863246445979152 0.0014331174829749207 0.0010387827048128325 0.0018722831769899563 0.0010506288681426668 0.0017166621799979383 0.0010300378954654103 0.0014995356936309276 0.0010217764219007117 0.0011677153100320319 0.0010304971493648729 0.0016441244204088434 0.0017816046990619047 0.0014106936612945375 0.0013615969161673291 0.0022537468892487242 0.0011440632729557976 0.0012734105818381636 0.0010105640027902032 0.0011547937024047883
leaf_count=275 229 290 534 140 148 173 156 75 56 58 47 20 62 41 12 241 75 104 20 262 265 55 176 55 72 90 78 37 32 32
internal_value=0 -0.000174126 -0.000147584 -0.000120016 -8.66362e-05 -0.000127463 5.12166e-05 -5.66228e-05 -0.000259197 5.1352e-05 -3.64084e-05 -0.000208126 -0.000266495 0.000103347 -0.000199616 -0.000275895 -0.000170152 -7.17634e-05 4.02285e-05 -6.50712e-05 -0.000178108 -4.61107e-06 0.000188848 -5.6757e-05 0.000456707 -6.11154e-05 0.000108264 -0.000134009 0.000336844 -0.000868952
internal_weight=0 0.041675 0.0406346 0.039259 0.0375064 0.0348852 0.0148047 0.0132358 0.0200805 0.0115867 0.0104397 0.0190375 0.0176044 0.00845342 0.0165574 0.0144962 0.0123026 0.010586 0.00908645 0.00806467 0.00689696 0.00586646 0.00422234 0.0031923 0.00262126 0.0065435 0.00467122 0.00352716 0.00206119 0.00219358
internal_count=3910 3635 3406 3116 2582 2370 755 599 1615 524 351 1467 1447 304 1391 1347 1253 1012 908 888 626 361 306 231 212 246 205 127 44 94
is_linear=0
shrinkage=0.00134594


Tree=1504
num_leaves=31
num_cat=0
split_feature=156 31 160 133 1213 133 376 1 124 123 130 1429 15 158 483 1348 14 484 457 11 49 13 42 43 1375 4 4 1 16 3
split_gain=0.000994901 0.000909525 0.000786689 0.000655441 0.000624614 0.000729853 0.000689804 0.000648323 0.000556349 0.000646934 0.000691593 0.000590993 0.000793057 0.000891986 0.000775157 0.000695188 0.00116475 0.00070753 0.000928646 0.000720567 0.000702592 0.000844146 0.000705046 0.000547037 0.000475267 0.000580354 0.000471967 0.000386526 0.000497576 0.000347643
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -0.26719999999999994 -1.0000000180025095e-35 -0.17468499999999998 0.11605500000000001 0.14000500000000002 -0.089794999999999986 0.088610000000000008 0.079100000000000018 -1.0000000180025095e-35 -0.24219999999999997 0.085745000000000002 0.083960000000000021 0.090050000000000005 0.077685000000000018 0.085815000000000016 -0.0034949999999999994 0.087830000000000005 -0.088729999999999989 -0.083514999999999992 0.084685000000000024 0.0041500000000000009 -0.43271999999999994 -0.08422499999999998 -0.0017649999999999999 0.099115000000000023 -0.063614999999999991 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 11 -10 -13 14 15 16 17 18 -14 20 22 -22 -20 24 -23 -26 -27 28 -28 -15
right_child=1 2 3 4 5 6 -8 -9 9 -11 -12 12 13 29 -16 -17 -18 -19 19 -21 21 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.001319598258856492 0.0010928774867709737 -0.00097548373397872076 -0.00097354774328976086 -0.00073453768474387809 0.0010782057827097499 -0.00087391293970690183 -0.00096540945363273237 0.0008007339614033071 -0.00082344713566392697 0.0010213417648299952 -0.0010359840094968018 0.00074145454317589663 -0.00073550967004599847 -0.0013196548496823806 -0.00097847310999247075 0.0011417989014213092 -0.0012956898074736282 0.00088889288178317649 -0.00081028974343475436 -0.00081677192494900399 0.000713669584106779 -0.00054918135316035137 0.00036831586910294367 -0.00074920997958799929 -0.0002086959169820808 0.00083525480941733883 0.0003984812331634418 0.0005888911897636317 -0.00077218153269646966 -0.0002477008301248314
leaf_weight=0.0010210565947006414 0.0012830372346670496 0.0014937727110604362 0.0011836220676276201 0.0018353927759521818 0.0011724361114737727 0.0011878398967981587 0.0011952933700580806 0.0019183433480441927 0.0013238618919733094 0.0011420824103531837 0.0010629921745392004 0.0028594145981106758 0.0022903082850562742 0.001113090665817329 0.0011771811901590814 0.0011018114965928296 0.0010425948817904809 0.0019625285825437535 0.0021883919474632299 0.0012912852353821327 0.0058725634758065538 0.0013334542722986962 0.001482413548622219 0.0011636045948730809 0.0030510305584438959 0.0034741300992644332 0.0013304850728204087 0.0023047951083778884 0.0012045395634633178 0.0010000948721682326
leaf_count=197 113 271 219 538 44 47 27 104 135 82 185 113 138 143 230 36 49 107 42 42 225 14 38 104 179 300 36 54 65 33
internal_value=0 -4.34175e-06 -3.2076e-05 -3.47111e-06 2.0409e-05 5.03707e-05 2.36354e-05 5.05777e-05 1.62822e-05 4.22165e-05 1.39998e-05 4.29393e-05 7.37358e-05 1.8208e-05 7.2594e-05 0.000112386 7.45689e-05 0.000123918 6.82878e-05 0.00014283 0.000195772 0.000294374 -0.000334323 0.000116742 0.000196092 0.000283535 0.000464173 0.000197802 -0.00015777 -0.000812337
internal_weight=0 0.0520424 0.0507594 0.0492656 0.048082 0.0462466 0.0450741 0.0438788 0.0419605 0.0407727 0.0396306 0.0385676 0.0372437 0.0343843 0.0322711 0.0310939 0.0299921 0.0289495 0.026987 0.0246967 0.0234054 0.0197346 0.00367081 0.013862 0.0126984 0.011365 0.00831395 0.00483982 0.00253502 0.00211319
internal_count=3910 3713 3600 3329 3110 2572 2528 2501 2397 2350 2268 2083 1948 1835 1659 1429 1393 1344 1237 1099 1057 977 80 752 648 634 455 155 101 176
is_linear=0
shrinkage=0.00131955


Tree=1505
num_leaves=20
num_cat=0
split_feature=1 49 15 42 3 47 15 42 0 49 4 49 3 42 12 1 16 14 16
split_gain=0.000126621 0.000147397 0.000160521 0.000239235 0.000219902 0.000234257 0.000156264 0.000144742 0.000183832 0.000290469 0.000281787 0.000280806 0.000182729 0.000185174 0.000214279 0.000168972 0.000244352 0.00010865 7.6227e-05
threshold=0.10398500000000001 -0.045004999999999996 -0.24219999999999997 -0.085679999999999992 -0.075954999999999981 0.10783500000000001 0.035895000000000003 0.091955000000000023 0.047345000000000005 -0.085974999999999982 -0.48072499999999996 0.084840000000000013 0.090325000000000003 0.085195000000000007 0.086935000000000012 0.088495000000000018 -0.083564999999999987 -0.46025499999999991 -0.004514999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 17 -4 -5 -6 -2 8 9 -1 -10 12 13 14 15 16 -11 -3 -15
right_child=1 2 3 4 5 -7 -8 -9 10 11 -12 -13 -14 18 -16 -17 -18 -19 -20
leaf_value=-0.002867909024884316 0.0033216977416941217 0.00017603435033538721 0.0019470471532350324 -0.0031941322635875933 -0.0015658562888353335 0.0014105659592750679 0.00024356042031186851 -0.0019286291109497807 -0.0011140351428969996 0.0023312578630858578 0.0025559057734077608 -0.002874012295817515 0.0017748775615860695 0.00010981883378373273 -0.0029968290415424413 -0.0017729375243105236 -0.0011431792246858281 0.00273717501842139 0.002240518592614941
leaf_weight=0.0013782382531802315 0.0010209498346695489 0.0010418143676830249 0.0010781652377431783 0.0010446676751367789 0.0018767544956580506 0.0014399780588068012 0.0010118823766669394 0.001603534127559523 0.0010548021471445956 0.0012960337239507069 0.0016581450336894408 0.0010397056593212323 0.0017622674923614134 0.0010408931490329537 0.0010783139899427641 0.0013590923927737641 0.001202399349956168 0.0010006215188388401 0.0010287209426169674
leaf_count=129 151 75 23 141 123 92 62 601 98 122 63 485 75 405 577 85 283 220 100
internal_value=0 0.000464002 0.000103871 -0.000394354 -0.000973162 -0.000273626 0.00178949 -0.000349482 -0.00016729 -0.000481695 0.00112902 -0.00014636 0.000177094 -0.000224839 -0.00080924 -0.000197732 0.000659145 0.00143078 0.0011689
internal_weight=0 0.00951483 0.007482 0.00543957 0.0043614 0.00331673 0.00203283 0.0155021 0.0138986 0.0111857 0.00271295 0.00980743 0.00876772 0.00700545 0.00493584 0.00385753 0.00249843 0.00204244 0.00206961
internal_count=3910 887 674 379 356 215 213 3023 2422 2261 161 2132 1647 1572 1067 490 405 295 505
is_linear=0
shrinkage=0.00555105


Tree=1506
num_leaves=31
num_cat=0
split_feature=158 160 52 1213 1365 14 1429 1374 1 52 1132 52 42 34 52 4 4 49 4 3 43 14 48 13 47 0 3 15 2 13
split_gain=0.000850841 0.000747257 0.000688842 0.000565879 0.000534561 0.000556193 0.000588495 0.000512946 0.000592326 0.000732865 0.000603149 0.000580665 0.000511864 0.000495879 0.000431886 0.000896307 0.000599524 0.000500804 0.000698163 0.000427951 0.000569379 0.000411348 0.000381456 0.000577014 0.000452507 0.000501556 0.000455401 0.000333668 0.000329203 0.000383221
threshold=0.11034000000000001 -0.40446999999999994 -0.51745999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.085110000000000005 0.11401500000000002 -1.0000000180025095e-35 -0.048794999999999991 -0.089744999999999978 -0.016844999999999995 0.10701500000000001 -0.49837999999999999 -0.083329999999999987 -0.084114999999999981 -0.060264999999999992 -0.032959999999999996 0.083940000000000015 -0.24487499999999998 0.11930500000000001 -0.094129999999999978 0.096300000000000011 -0.17106499999999999 -1.0000000180025095e-35 0.083185000000000023 0.091525000000000009 -0.094129999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 12 -10 -12 -9 -13 15 -14 19 -18 -19 20 -17 -15 23 -23 25 -25 27 -27 -20 -30
right_child=-2 2 3 4 -6 -7 7 8 10 -11 11 13 14 21 -16 16 17 18 28 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00095047860935942603 -0.0012813736987175679 -0.0010298592531848489 -0.00066897380487425666 -0.00081655520202947014 -0.00087752800667745441 -0.00067974212614134205 -0.00054106124694234495 -0.00081508817913939955 -0.0006195089653875897 -0.0010946305741358067 0.00072056691637461818 -0.00062673131161575517 -0.00095832325199564751 -0.00030994080237507847 0.0010022823145273557 0.00066415548313495602 -0.00083383050746491019 -0.00091170100034292025 -7.1763938864719202e-05 0.0013140180233154426 -0.00052140294217614702 0.0010485342025185634 -0.00019776098368132265 0.00099373461528142544 -0.00035211046371164448 0.00088651410548470531 -0.00040003723826306385 1.0002385658134911e-06 0.0012201681493810407 0.00012383836501453794
leaf_weight=0.0015260469085839326 0.0010029059745910165 0.0011396254306531564 0.0019775738927174094 0.0011943709739241628 0.0010709342059325158 0.0016444475081067713 0.0018755207597465065 0.0011401566500587315 0.0011956053463184615 0.0010926646123665664 0.006692244852422701 0.0011567310261415545 0.0014129278402315046 0.0017944179325681828 0.0010186388625754708 0.002835209718104359 0.0013031621253722968 0.0010088522773905612 0.0018880103006779737 0.0011029023532387345 0.001044877429038138 0.002623001688095373 0.0017900967481443439 0.0022688799884670249 0.0015746923589836648 0.0018484745783863207 0.0015567239406664296 0.0014166550511025555 0.0012520229861792131 0.0011555446852928308
leaf_count=289 167 275 532 81 72 82 63 153 23 121 365 97 31 48 29 144 51 169 234 14 17 104 58 64 64 145 34 190 18 176
internal_value=0 -4.39807e-06 2.50215e-05 5.01004e-05 8.10424e-05 0.000103912 0.000133714 0.000160706 0.000193469 -8.74307e-06 0.000330898 0.000380908 6.95109e-05 0.000239103 0.000141439 7.40039e-05 0.000199848 -7.12967e-05 0.000116038 0.000559393 0.000344894 0.000306442 0.000391012 0.000484379 0.00031361 0.000461452 0.000210991 0.000502313 0.000357411 0.00069397
internal_weight=0 0.050601 0.049075 0.0479353 0.0459578 0.0448868 0.0432424 0.042048 0.0401725 0.016255 0.0239175 0.0227219 0.0151623 0.0160297 0.0140221 0.0130035 0.0115906 0.00660759 0.00530443 0.00498299 0.00388009 0.0148729 0.0130785 0.0112884 0.00866543 0.00709073 0.00482185 0.00326513 0.00429558 0.00240757
internal_count=3910 3743 3454 3179 2647 2575 2493 2412 2349 1157 1192 1169 1036 804 883 854 823 648 597 175 161 707 659 601 497 433 369 335 428 194
is_linear=0
shrinkage=0.00137286


Tree=1507
num_leaves=19
num_cat=0
split_feature=453 4 1 1 11 160 42 43 43 3 3 4 52 15 15 2 2 1
split_gain=0.000128919 0.000255364 0.000215313 0.000339805 0.000199161 0.000158101 0.000169435 0.000307483 0.000287721 0.000228998 0.000287271 0.000207692 0.000152066 0.000185768 0.000138523 0.000179805 0.000155816 2.01488e-05
threshold=1.0000000180025095e-35 0.25367000000000006 0.11235500000000002 0.10688500000000002 0.077165000000000025 -0.092169999999999988 -0.09602999999999999 -0.074254999999999988 -0.0037249999999999996 -0.078669999999999976 -0.100615 0.080255000000000007 -0.088354999999999989 -0.095799999999999982 -0.073314999999999991 0.10137500000000001 0.085155000000000022 0.12019000000000001
decision_type=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 9 -9 10 -8 12 -10 -14 -15 16 -16 -4
right_child=-2 2 17 -5 -6 6 7 8 11 -11 -12 -13 13 14 15 -17 -18 -19
leaf_value=-0.001806576154630756 -0.0016312307069024023 0.0021905819161356687 0.0030323655333269312 -0.0020054231473036438 -0.0023248414412870544 -0.0017479339631774537 0.0022819508721354438 -0.0029401200142107407 -0.0011148070192702182 0.0027467496330138754 -0.001069864468536243 -0.0022007875067266954 -0.0010898352899385553 0.0027656948239918682 0.00018268842029459985 -0.00082691135939417853 0.0027254822725627866 0.0019685388393882405
leaf_weight=0.0013727233279344905 0.0013640448322786982 0.0010962588962053479 0.0010099806393979449 0.0011014475405031199 0.0011825364555796405 0.0013345674097995355 0.0012944359182478493 0.0010424154214647612 0.0017408742048349284 0.0019654579037773319 0.0016631999930490637 0.0010723154039989089 0.0013830998995695409 0.001127004055700263 0.0013526618013102298 0.0014960207391578884 0.0013920019722562516 0.0010173367685882978
leaf_count=459 99 127 78 59 210 214 79 615 178 237 564 73 82 65 235 84 208 244
internal_value=0 5.57034e-05 0.00124446 8.76261e-05 -0.000202932 -6.53401e-05 7.63954e-05 0.000233174 -0.000278322 0.00133515 0.000397088 1.17981e-05 0.0002912 0.000653778 0.00110306 0.000661194 0.00147231 0.00249852
internal_weight=0 0.0236443 0.00422502 0.00219771 0.0194193 0.0182368 0.0168641 0.0155295 0.0106064 0.00492309 0.00295764 0.00956398 0.00849166 0.00675079 0.00536769 0.00424068 0.00274466 0.00202732
internal_count=3910 3811 508 186 3303 3093 2634 2420 1540 880 643 925 852 674 592 527 443 322
is_linear=0
shrinkage=0.00533549


Tree=1508
num_leaves=21
num_cat=0
split_feature=124 12 39 3 48 484 1 52 2 2 16 15 3 4 3 12 16 403 43 4
split_gain=0.00012546 0.000189023 0.000133385 0.000233042 0.000229091 0.000240004 0.000203599 0.000265409 0.000172039 0.00019295 0.000167352 0.000151679 0.000163022 0.000178574 0.000287842 0.000302833 0.000149306 0.000139257 0.000233108 4.83954e-05
threshold=0.08919500000000001 0.11655500000000001 0.094865000000000019 0.16699000000000003 0.12649500000000002 -0.0043499999999999988 0.10786000000000001 0.11401500000000002 0.099015000000000006 0.11125500000000001 0.050115000000000007 -0.10192499999999999 0.090325000000000003 0.044585000000000007 -0.016619999999999996 0.084100000000000022 -0.27337499999999998 0.03138500000000001 -0.089604999999999976 -0.060264999999999992
decision_type=2 2 2 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 19 16 -7 13 14 15 -13 -8 18 -17 -10
right_child=-2 -3 -4 -5 -6 6 10 -9 9 -11 -12 12 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=-0.002273950200985031 0.0015998619889600976 -0.0022577894398617955 -0.0018962280089099106 0.0025812725729823164 -0.0022844829555644292 -0.0020408767950929169 0.00093765566785777204 -0.0022454007491192235 0.0014559569253649481 -0.00035308028547410695 -0.00014876916747314067 0.0024112617706147032 0.001949278716478587 0.0016069664134846925 -0.0026226527681562552 0.00011703574602863189 0.0036945308788453183 0.00071291203458405351 -0.0033711761028644648 0.0030869578846931915
leaf_weight=0.0011430806286001618 0.0012710109538197059 0.0011223837639798831 0.0010222822774948173 0.0010075646019204179 0.0012247457836191957 0.0010844635148097468 0.0011505438725625261 0.0013943936047928771 0.0010606298630972955 0.001327305518382893 0.0012672207973214999 0.0011709561423374169 0.0011464992382128614 0.0012682324205046669 0.0014997985981830639 0.0011485869339206978 0.0010881271992477784 0.0012161580526397625 0.0010384795372805344 0.0010121030551009111
leaf_count=540 76 180 148 151 93 143 118 381 114 134 108 148 64 82 99 183 70 214 726 138
internal_value=0 -0.000121379 -1.37122e-05 7.68554e-05 -4.78084e-05 9.62426e-05 0.000247826 -3.34709e-05 0.000204273 0.00123525 0.00140062 -0.000161893 7.8154e-05 -0.000214025 -0.000594244 7.08376e-05 0.00227766 -0.000734438 -0.00153926 0.00225236
internal_weight=0 0.0233936 0.0222712 0.0212489 0.0202413 0.0190166 0.0178735 0.0143676 0.0129732 0.00340004 0.00350589 0.00957317 0.00848871 0.00734221 0.00607398 0.00457418 0.00223867 0.00340322 0.00218707 0.00207273
internal_count=3910 3834 3654 3506 3355 3262 2722 2426 2045 386 296 1659 1516 1452 1370 1271 188 1123 909 252
is_linear=0
shrinkage=0.00533549


Tree=1509
num_leaves=20
num_cat=0
split_feature=1 12 16 41 3 15 4 47 3 2 2 4 52 52 0 4 16 0 0
split_gain=0.000119091 0.000179227 0.000171297 0.000151961 0.000167102 0.000295584 0.000208744 0.000181248 0.000198256 0.000278484 0.000340924 0.000192852 0.000179621 0.000170161 0.000140988 8.87391e-05 8.97589e-05 7.57198e-05 4.99414e-05
threshold=0.12730000000000002 0.11655500000000001 -0.062279999999999995 0.078535000000000008 -0.100615 -1.0000000180025095e-35 -0.23071499999999998 0.09252500000000001 -0.078884999999999997 0.083795000000000022 0.090695000000000012 -0.082954999999999987 0.11588000000000002 -0.074484999999999982 -0.14733499999999997 -0.00027999999999999998 -0.23935499999999996 -0.10071499999999999 -0.035699999999999989
decision_type=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 11 17 -11 -6 13 14 -12 -15 -17 -10 -4
right_child=2 -3 18 -5 7 6 -8 -9 9 10 12 -13 -14 15 -16 16 -18 -19 -20
leaf_value=0.0033888383130887549 0.0025396199570013097 -0.0023313042868678205 -0.00081234127001053103 -0.0018363287350883161 0.00066322702713757144 -0.0012512669178939004 0.0016665535261277599 -0.0017314239548990307 0.0029202143914689805 -0.0025278316274342026 -0.0013299196408979165 -0.0021735696561936209 -0.001398383647298912 0.00034578148758749005 0.0011779714798765819 0.0011539624322821234 0.0033505193078166586 0.0010165632950843093 0.00083244033717491932
leaf_weight=0.001055042005747131 0.0011395144891002407 0.0010008912187207944 0.0010185701734718444 0.0012413625555945376 0.0010037141862048165 0.0014249950000992939 0.0012677165541714564 0.0018379602212377924 0.001145432343751307 0.0013212354314814101 0.001400664978315147 0.0018912586493400807 0.0012704747675694184 0.0010130201910465439 0.0010911947856281365 0.0010292343371371424 0.0010071171748719633 0.0011414559895364185 0.001002037197392224
leaf_count=135 209 138 87 170 361 121 133 269 25 163 45 1108 159 106 171 94 109 258 49
internal_value=0 -0.000170815 0.00091789 -6.34561e-05 5.2984e-05 0.00104197 0.00012243 -0.000191623 2.09299e-05 0.000357373 -9.60907e-05 -0.00119003 0.000375583 0.000782312 -0.000231705 0.00161094 0.00224031 0.00197004 3.32058e-06
internal_weight=0 0.0211428 0.00316012 0.0201419 0.0189005 0.00374775 0.00269271 0.0151528 0.0133148 0.0104198 0.00813294 0.00289497 0.00681171 0.00554123 0.00249186 0.00304937 0.00203635 0.00228689 0.00202061
internal_count=3910 3565 345 3427 3257 389 254 2868 2599 1130 847 1469 684 525 216 309 203 283 136
is_linear=0
shrinkage=0.00523088


Tree=1510
num_leaves=20
num_cat=0
split_feature=14 38 124 483 3 403 151 132 42 43 13 160 13 4 16 1 12 43 2
split_gain=0.00011678 0.000114781 0.000327424 0.000163141 0.000135276 0.000138122 0.000211356 0.000205661 0.000171372 0.000280604 0.00019945 0.000166601 0.000229446 0.000193825 0.000207132 0.000161511 0.000157774 0.000145617 4.23905e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.082254999999999981 0.083960000000000021 0.13772500000000001 -1.0000000180025095e-35 -0.090394999999999989 0.080815000000000012 -0.10770999999999999 0.098320000000000005 0.0015650000000000002 -1.0000000180025095e-35 -0.083354999999999985 0.0057500000000000008 -0.094359999999999986 0.088135000000000005 0.099680000000000005 -0.033174999999999989 0.10742000000000002
decision_type=2 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 -8 10 11 -10 17 15 -15 -14 -12 -13 -6
right_child=-2 -3 3 -5 18 6 7 -9 9 -11 16 12 13 14 -16 -17 -18 -19 -20
leaf_value=0.0030806198664558217 -0.001835033804566873 -0.0017395727902424281 -0.0018838543978410252 -0.0020599590046735169 0.00063484276315580943 -0.0019719625395329832 -0.0018900231191204203 0.0024414131567803434 -0.0015007015498075997 -0.0024342013741956449 0.0027692885586005824 0.003309757241575363 -3.5915617042057089e-05 -0.0011915099926510559 0.0018964853001312574 -0.0030015728381373023 7.7246674289089339e-05 0.00061823166606260981 0.0021588090684471002
leaf_weight=0.0010635372510798815 0.0010136859305707726 0.001011985858689445 0.0011488588224260457 0.0010947833013995037 0.001101659260203113 0.0013788392580542643 0.0012072728981018356 0.0011739610781284502 0.0015807348693387567 0.001053809201429016 0.0017445499028279085 0.0010786718467847844 0.0011519284539462972 0.0010301152028014127 0.0017134699765854466 0.0010303920939824796 0.0010228423495430849 0.0013286429491730619 0.0010614425480358625
leaf_count=184 135 91 850 388 43 155 127 140 390 217 160 134 185 91 99 161 98 142 120
internal_value=0 5.244e-05 0.000135001 -1.48785e-05 9.81572e-05 -5.93181e-05 6.77571e-05 0.00025381 6.96123e-05 0.000255383 0.000498018 0.00010179 0.00044722 -0.000225743 0.000737057 -0.00143616 0.0017743 0.00182425 0.00138266
internal_weight=0 0.0229775 0.0219655 0.020902 0.0198072 0.0176441 0.0164952 0.0151164 0.0139424 0.0127352 0.0116813 0.00891396 0.00733322 0.00492591 0.00274359 0.00218232 0.00276739 0.00240731 0.0021631
internal_count=3910 3775 3684 3500 3112 2949 2099 1944 1804 1677 1460 1202 812 536 190 346 258 276 163
is_linear=0
shrinkage=0.0054422


Tree=1511
num_leaves=31
num_cat=0
split_feature=31 52 133 1365 124 42 123 483 124 1 47 47 131 2 3 41 13 1 49 151 13 43 133 52 4 0 49 157 0 4
split_gain=0.000744649 0.000671384 0.000810644 0.000557317 0.000511551 0.000670262 0.00068029 0.000747953 0.000548715 0.000635018 0.000617137 0.00062911 0.000586625 0.000519277 0.000650679 0.000455856 0.000430798 0.000592121 0.000428916 0.00110583 0.000414957 0.000718531 0.000426322 0.000395743 0.000529686 0.00101722 0.000533836 0.000593619 0.000414388 0.000943866
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 1.0000000180025095e-35 0.51367000000000018 -1.0000000180025095e-35 0.083745000000000014 0.096950000000000022 -1.0000000180025095e-35 0.12263000000000002 0.10887000000000001 0.097435000000000008 0.08844500000000001 0.096540000000000015 -0.088024999999999978 0.078535000000000008 -0.073069999999999982 0.13148500000000005 -0.085974999999999982 0.096145000000000022 -0.10023999999999998 0.0041500000000000009 0.091290000000000024 0.11110500000000002 -0.16401499999999997 -0.074249999999999997 -0.081419999999999979 -0.077534999999999979 -0.17106499999999999 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 13 7 8 -7 10 11 12 15 14 -4 18 -11 -18 19 -10 22 23 -20 24 -22 26 -26 -28 -29 -30
right_child=1 2 3 -5 -6 6 -8 -9 9 16 -12 -13 -14 -15 -16 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0011767848777047493 -0.0011675161885198314 -0.0012515200098758468 -0.0001425274036540596 -0.0010135949366506982 0.00096079573965712946 -0.00085765055286184512 0.001094639169732221 -0.0010486733529620484 -0.00093419324928854634 0.001428428837052288 -0.00095415678674188903 0.00099352989405265693 -0.00093318248886592209 0.00021761557235414414 -0.0012057070881100599 -0.00083067433848513586 0.0010626531615192953 -0.0002770960464139094 0.00030580495375536761 0.00081582119335559759 -0.00086674732503607408 -0.0010629581869498472 0.0013113222512494166 0.0007765427320816006 0.0009308257177319323 0.0011533623062219736 0.00063681047372256521 1.8749846671930848e-05 0.00034419805506594111 -0.0012220047813629217
leaf_weight=0.0010185681729294451 0.0010862223205659318 0.0010847266339568109 0.0023437367444088253 0.0010841340121610079 0.0011555692214812998 0.0012353007327825507 0.0012846909604615755 0.0012498258943279264 0.0022218564044407243 0.0010734925901679793 0.0012204346465818352 0.0014680356727922996 0.0012230695980797171 0.0018530445324367317 0.0023537948523300592 0.0010721207454298378 0.0012808332512292955 0.0014181723560788839 0.0029012196267248483 0.001102012061553026 0.0010919879345614317 0.001021749249862979 0.0012227905489226032 0.0019422320892188991 0.0011139205462313865 0.0018289292519613467 0.0017311804198012508 0.0040181344271257189 0.0012263222524915183 0.0021813015566647448
leaf_count=113 275 229 377 73 14 30 179 163 83 93 67 64 126 204 271 82 22 59 86 36 67 206 11 174 11 134 135 81 208 237
internal_value=0 -5.76117e-05 -3.14056e-05 -1.94222e-06 2.30777e-05 -2.31108e-06 7.39046e-05 3.62713e-05 7.66341e-05 0.000112299 3.96144e-05 8.3932e-05 3.23728e-05 -0.000422678 -0.000675255 8.02311e-05 0.000663094 0.000358692 0.000121606 -0.000353985 0.000199556 9.63289e-05 0.000603946 0.000174596 8.59715e-05 0.000171953 -2.80639e-06 -0.000116381 -0.000291973 -0.000658366
internal_weight=0 0.0470908 0.0460046 0.0449199 0.0438358 0.0426802 0.0361296 0.0348449 0.0335951 0.0323598 0.0285873 0.0273669 0.0258988 0.00655058 0.00469753 0.0246758 0.0037725 0.00269901 0.0236036 0.00332387 0.0202798 0.0161558 0.00412401 0.015134 0.0131918 0.0120998 0.0102709 0.00915694 0.00742576 0.00340762
internal_count=3910 3797 3522 3293 3220 3206 2354 2175 2012 1982 1808 1741 1677 852 648 1551 174 81 1469 119 1350 1253 97 1047 873 806 672 661 526 445
is_linear=0
shrinkage=0.00142833


Tree=1512
num_leaves=19
num_cat=0
split_feature=1 4 2 4 2 4 0 52 0 0 1 2 3 151 151 4 1 4
split_gain=0.000127884 0.000164722 0.000278065 0.000385426 0.000161216 0.000203636 0.000318058 0.000158719 0.000146396 0.000287783 0.00015277 0.00022675 0.000231105 0.000243963 0.000222212 0.000177861 0.000133381 7.37442e-05
threshold=0.087545000000000026 -0.15333499999999997 0.106285 -0.49837999999999999 0.10066500000000002 -0.0031049999999999997 -0.084074999999999997 -0.077699999999999977 -0.017269999999999997 -0.053834999999999994 0.12730000000000002 0.082715000000000025 0.12046500000000002 -0.0008699999999999999 -0.087654999999999983 -0.0025899999999999994 0.10593500000000002 0.22584000000000001
decision_type=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 -7 9 10 11 15 13 14 -13 -2 -15 -17
right_child=8 4 -4 -5 -6 7 -8 -9 -10 -11 -12 12 -14 16 -16 17 -18 -19
leaf_value=-0.0029397590299514572 0.00056047085694676472 -0.0036392689560890796 0.0024465540333927852 0.0011012401859340523 -0.0028513071771445789 0.0019811666088580641 -0.00014515771271992413 -0.00072336765753383536 0.0019150545908476692 -0.0021485663781094151 0.0017964234866994508 0.0018547585302264083 -0.00085644757297435186 0.0012876886737907378 -0.0014707154232563751 -0.0026770851439196974 0.0037785424568920686 -0.00081260961313703675
leaf_weight=0.001057617705223779 0.0013865283408053845 0.0011347039102168194 0.0011735986354985961 0.001502738096621492 0.0010167621373085856 0.0010563719652765396 0.0017293209805244181 0.0012412175807162418 0.0013204927329104619 0.00131722775847709 0.00170989010423754 0.0010086918590975769 0.0017177998438695496 0.0011296046052824416 0.0011099706330262027 0.0011565949841072518 0.0011319418831979566 0.0010778165566805997
leaf_count=80 424 733 29 73 389 85 610 293 285 128 193 73 87 70 60 159 95 44
internal_value=0 -0.00047089 0.000379492 -0.000567994 -0.000984826 -0.000617157 -0.0015295 0.000520107 0.000289638 0.000121244 0.000382851 0.000134156 0.000737764 0.00136297 0.000112537 -0.000882378 0.0025344 -0.00177772
internal_weight=0 0.00991233 0.00373395 0.00256036 0.00617838 0.00516161 0.00286402 0.00229759 0.0140666 0.0127461 0.0114288 0.00971895 0.00609801 0.00438021 0.00211866 0.00362094 0.00226155 0.00223441
internal_count=3910 2292 182 153 2110 1721 1343 378 1618 1333 1205 1012 385 298 133 627 165 203
is_linear=0
shrinkage=0.00512831


Tree=1513
num_leaves=19
num_cat=0
split_feature=124 12 483 158 156 484 160 150 4 133 133 42 4 150 1374 15 12 1
split_gain=0.000115995 0.000144875 0.000123535 0.000126359 0.000136448 0.000166639 0.000222474 0.000231578 0.000308847 0.000281663 0.000188422 0.000262214 0.000146767 0.000447185 0.000199224 0.000167917 0.000111868 0.000110281
threshold=0.08919500000000001 0.11655500000000001 0.088030000000000011 0.085745000000000002 0.091280000000000014 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24280000000000004 -0.0023199999999999996 0.099765000000000006 0.088235000000000022 -0.056579999999999991 0.077110000000000012 -0.088294999999999985 0.05377500000000001 0.092475000000000016 0.11183500000000002
decision_type=2 2 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 11 12 15 -14 -15 -11 -13 -10
right_child=-2 -3 -4 -5 -6 -7 7 8 17 10 -12 16 13 14 -16 -17 -18 -19
leaf_value=-0.0018625498124334569 0.0016374724649609049 -0.0021257170856203802 -0.0017553582546149017 -0.0018243849982578827 -0.0017358429246093912 0.0021314815543449456 -0.0022034031820967466 -0.0018720481176564441 0.0013373358096250485 0.0023729404401581274 -0.0016863509509441894 0.0038659778957741363 -0.0025755180238158613 -0.00053250620941617101 0.0027496766539673169 -0.00040120888965993422 0.00124229279572607 0.003716244655904824
leaf_weight=0.0015419368475120534 0.0012265313964359694 0.001053036642525206 0.0011889467462341255 0.0010132828372148702 0.0010733446826879092 0.0014130867878723299 0.001019916682896139 0.001785913745990777 0.001463867530436814 0.0016552104048682655 0.0010599101646472939 0.0010027629303815955 0.0016947029548811136 0.0010872669501242882 0.0011974728945176594 0.0011322442342660555 0.0010002889760940548 0.001018091345978557
leaf_count=425 76 180 325 311 301 197 100 681 111 101 370 80 210 28 89 112 51 162
internal_value=0 -0.000115723 -1.65768e-05 8.59723e-05 0.000187076 0.000301279 0.000146039 0.000350907 0.000535701 0.00015591 0.000524354 0.000791534 0.000269311 -0.000414895 0.00118774 0.0012461 0.00255576 0.00231316
internal_weight=0 0.0224013 0.0213482 0.0201593 0.019146 0.0180727 0.0166596 0.0151176 0.0140977 0.0116158 0.00982986 0.00876995 0.0067669 0.00397944 0.00228474 0.00278745 0.00200305 0.00248196
internal_count=3910 3834 3654 3329 3018 2717 2520 2095 1995 1722 1041 671 540 327 117 213 131 273
is_linear=0
shrinkage=0.00555105


Tree=1514
num_leaves=18
num_cat=0
split_feature=1 0 49 147 11 13 15 52 16 12 52 47 42 42 4 16 13
split_gain=0.000121135 0.000184867 0.000169478 0.000165776 0.000221606 0.000192051 0.000269494 0.000224898 0.000209483 0.000197077 0.00017908 0.000198479 0.000134548 0.000198728 0.000105498 7.18965e-05 7.11958e-05
threshold=0.076710000000000014 -0.089879999999999974 -0.075429999999999983 0.089245000000000005 0.087830000000000005 -0.0010249999999999997 0.024640000000000006 -0.0093349999999999978 -0.12467499999999999 0.081080000000000013 -0.0066199999999999991 0.09252500000000001 0.084100000000000022 -1.0000000180025095e-35 0.0057500000000000008 -0.057604999999999996 -0.37340499999999993
decision_type=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 10 9 -9 -2 14 15 13 -4 -7 -12 -15
right_child=3 2 12 -5 -6 6 -8 8 -10 -11 11 -13 -14 16 -16 -17 -18
leaf_value=-0.0020934082054920866 0.0041495029056584721 0.0018681033902117651 -0.0016506230963338404 0.0022480032208739985 -0.0022593459861387308 -0.0017777425565179438 -0.0027486961296277266 0.0013717639693435748 -0.0013309263018865048 0.00081156117766549053 0.00095478946554119755 -0.00058638529178656445 -0.0018519139624699958 6.8111156660876233e-05 0.00010497550177030652 0.0028463749375837902 0.0020471645129555424
leaf_weight=0.0017555618089247346 0.0010029119279375007 0.0010106896153008185 0.0012054909969859695 0.0010949306527122107 0.0010554542441952872 0.0015461210997325114 0.0010563334226207921 0.0019086243557770591 0.0014266504828683293 0.0010112560039264307 0.0011165619806348184 0.0014739749067267383 0.0015135121537333679 0.0010177926251344616 0.0018744985051242224 0.0011728713188894346 0.0010526902214496045
leaf_count=481 212 50 585 131 141 172 131 245 427 165 76 75 761 15 73 54 116
internal_value=0 -0.000576434 -0.000117286 0.000245442 9.5723e-05 0.00027863 -0.000232414 0.00106585 0.000215699 0.00247362 0.000137578 0.000940689 -0.000536248 7.15945e-05 -0.000746014 0.00192384 0.00107432
internal_weight=0 0.00755574 0.00580018 0.0157402 0.0146453 0.0135898 0.00824036 0.00534944 0.00333527 0.00201417 0.00718403 0.00376341 0.00478949 0.00327597 0.00342062 0.00228943 0.00207048
internal_count=3910 2008 1527 1902 1771 1630 581 1049 672 377 450 205 1477 716 245 130 131
is_linear=0
shrinkage=0.00533549


Tree=1515
num_leaves=19
num_cat=0
split_feature=52 1 0 47 0 2 2 15 12 51 2 160 12 2 3 16 160 2
split_gain=0.000102047 0.000120199 0.000155067 0.00021961 0.000153443 0.000378845 0.000365843 0.000212104 0.000199537 0.000135063 0.000199561 0.000203145 0.000181314 0.000315698 0.000134604 0.000229889 0.000130658 8.02123e-05
threshold=-0.42035499999999998 0.076710000000000014 -0.017269999999999997 0.12461000000000001 0.18055000000000002 0.10393500000000001 0.097940000000000013 0.085120000000000015 0.085945000000000008 0.12190000000000002 0.10433000000000002 0.086110000000000006 0.097345000000000015 1.0000000180025095e-35 0.090325000000000003 -0.17157499999999998 -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
left_child=-1 4 3 9 5 6 7 8 -2 10 11 12 13 17 -12 -16 -15 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 14 -13 -14 16 15 -17 -18 -19
leaf_value=-0.0013986846172484673 -0.00051232441943930402 -0.00031473564759959229 0.0017128330268670294 -0.0016156712016504617 0.0011618522127315077 -0.0031317449938579487 0.0022050702838414013 0.0007363675287151328 -0.0030456282496104385 -0.0011842628911366902 0.0026756446783988137 -0.0017398019945724487 0.0019429811749899777 0.00023407577360553782 -0.00071192046559939639 0.0019541107428642378 0.0023918631604520615 -0.0019735472343779519
leaf_weight=0.0010562005357588463 0.0015855748442580508 0.0011472996303252573 0.0014237275356695995 0.0013415410108965639 0.0010611467178804901 0.0011010491782901255 0.0010518001044705905 0.0012400082801879361 0.0010866155675000808 0.0011139271587202746 0.0010879942104030024 0.0011304650169394748 0.0012060227080014085 0.0013793874220597857 0.0011980316002783709 0.001523789757481353 0.0010065655603654911 0.0012776960134097655
leaf_count=377 406 126 240 73 26 255 122 589 419 77 189 131 114 108 97 87 71 403
internal_value=0 5.04199e-05 0.000283897 0.000132219 -0.00043567 -0.000715174 -0.000179162 -0.000820166 -0.00154246 0.000326472 0.000480056 3.13753e-05 0.000364143 -3.16447e-05 0.00132181 0.000780636 0.00114438 -0.00118874
internal_weight=0 0.0219626 0.0148364 0.0134127 0.00712619 0.00606505 0.004964 0.0039122 0.00267219 0.0120712 0.0109573 0.00714744 0.00601697 0.00481095 0.00380982 0.00272182 0.00238595 0.002425
internal_count=3910 3533 1716 1476 1817 1791 1536 1414 825 1403 1326 953 822 708 373 184 179 529
is_linear=0
shrinkage=0.00455379


Tree=1516
num_leaves=31
num_cat=0
split_feature=1429 1213 151 4 480 151 403 133 38 483 475 132 42 12 39 1348 457 1374 0 15 43 13 2 52 49 130 52 3 12 15
split_gain=0.000602651 0.000576296 0.000515533 0.000658637 0.000809476 0.000545854 0.000541107 0.000464478 0.0004614 0.000488216 0.000463965 0.000371152 0.000487574 0.000525802 0.000386887 0.000384497 0.000558133 0.000626265 0.000467128 0.000707272 0.000537609 0.000880212 0.000442847 0.000561812 0.000431667 0.000346468 0.000330288 0.000366758 0.000196148 0.00012712
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.08598500000000002 -0.14171999999999998 -0.084084999999999979 -0.24354499999999998 0.11100500000000002 0.088030000000000011 -0.08594499999999998 0.085645000000000013 -0.10770999999999999 -1.0000000180025095e-35 0.084535000000000013 0.084620000000000015 -0.067474999999999993 -0.094679999999999986 -0.082994999999999985 -0.031229999999999997 -0.27619499999999997 -0.091849999999999987 -0.0050599999999999994 0.086950000000000013 -0.088329999999999978 -1.0000000180025095e-35 -0.0025949999999999997 0.090325000000000003 0.085845000000000019 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 12 13 -12 15 16 -14 -18 22 -20 -21 -22 -19 24 -24 -26 27 -27 -23 -28
right_child=1 2 3 -5 -6 6 7 8 -10 -11 11 -13 14 -15 -16 -17 17 18 19 20 21 28 23 -25 25 26 29 -29 -30 -31
leaf_value=-0.0010348950449723415 -0.00086103248416400985 -0.0009696049993031591 0.0011502272892675977 0.0011758800823799241 -0.0012786310364333411 -0.0010393750419012196 -0.00092511389777062897 -0.00077738574058325099 -0.00090034605544393243 -0.00089808630210753244 0.00019053962899919793 0.00090844320636190856 -0.00078877034289976614 -0.0012664773754761454 0.00090756959952225812 0.0010337761623720812 -0.00079370271649785917 -0.00036725409271108725 0.00072564149761393949 0.0006392533847364983 0.00021342998932465657 -0.00070165327302723905 -8.8367536554158203e-05 -0.00032152710279068379 5.0838902771103827e-05 -8.7939999136670669e-05 0.0014551747007004101 0.0010600978172605195 -0.0015158413791551571 0.00090319815381076688
leaf_weight=0.0013473695339483163 0.0017298871821522224 0.0011445675291414928 0.0010354679742015085 0.0011835309371761296 0.0010594247694769845 0.0010476215957754267 0.0010514166882058798 0.0011561371296354697 0.0010297452366643247 0.0010260880541868014 0.0011813618206559795 0.0016128268422197492 0.0014319805380517128 0.0010978824579905835 0.0017528405830691809 0.0011285077424423298 0.0013948184668137733 0.0013539493567406987 0.0021539556117653458 0.0011683157378001852 0.0021820273472457075 0.0014733410051795005 0.001376154866978398 0.00145290222937522 0.0011126475770515407 0.0011644478377998953 0.0024291226673410771 0.0014176919148010114 0.0012622056500743994 0.001583427189373765
leaf_count=181 592 85 84 207 225 407 201 144 31 156 26 106 139 93 182 51 32 54 160 15 31 66 43 123 49 107 73 31 192 24
internal_value=0 -4.73249e-06 3.28027e-05 6.27434e-05 2.72678e-05 6.56165e-05 3.35664e-05 6.66324e-05 9.82858e-05 0.000130509 0.00016468 0.000201315 0.000160754 -0.000511287 0.000220036 0.00017 0.000127539 0.000188498 0.000256554 -2.08158e-05 -0.000285007 -0.000504592 0.000448768 0.000553628 0.000693609 0.000833232 0.000965237 0.000542376 -0.00107733 0.00123735
internal_weight=0 0.0411943 0.0394644 0.0383198 0.0371363 0.0360769 0.0350414 0.0339938 0.0329424 0.0319126 0.0308865 0.0297304 0.0281176 0.00227924 0.0258383 0.0240855 0.022957 0.021525 0.0201302 0.00823985 0.00608589 0.00491757 0.0118903 0.0105364 0.00908349 0.00770734 0.00659469 0.00258214 0.00273555 0.00401255
internal_count=3910 3729 3137 3052 2845 2620 2536 2129 1928 1897 1741 1597 1491 119 1372 1190 1139 1000 968 464 304 289 504 450 327 284 235 138 258 97
is_linear=0
shrinkage=0.00151575


Tree=1517
num_leaves=31
num_cat=0
split_feature=52 453 9 1348 14 1456 1213 133 1374 1456 1374 0 1 11 52 13 4 484 49 12 3 13 43 2 15 0 133 2 4 16
split_gain=0.000717959 0.000660838 0.000558062 0.000568826 0.00102142 0.000696591 0.000515518 0.000513024 0.000416528 0.000409492 0.000468285 0.000536851 0.000376081 0.000654456 0.000592985 0.000606294 0.000581049 0.000574268 0.000395289 0.000385808 0.000805888 0.000548036 0.000298291 0.000293945 0.00027499 0.000217063 0.000202429 0.000210996 0.000348439 0.000172874
threshold=-0.51745999999999992 0.091855000000000006 -1.0000000180025095e-35 0.087725000000000011 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24354499999999998 -0.094679999999999986 1.0000000180025095e-35 0.089520000000000016 -0.23029999999999998 0.11215000000000001 0.088160000000000002 0.11401500000000002 -0.070604999999999987 -1.0000000180025095e-35 0.085815000000000016 -0.088329999999999978 -1.0000000180025095e-35 -0.088024999999999978 0.16421000000000002 -0.24333999999999997 0.09142500000000002 0.085120000000000015 -0.17106499999999999 0.087170000000000011 0.097940000000000013 -0.077679999999999985 -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=-1 2 -2 4 5 -4 -7 -8 -9 10 11 -10 13 14 15 18 17 19 -13 -17 21 24 -14 -18 -21 -24 27 28 -20 -27
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12 12 22 -15 -16 16 23 -19 26 20 -22 -23 25 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.001199462478094919 0.00097382460516947137 -0.0011031226019712467 -0.00096139753872969943 0.0010422623444114056 -0.0012363039021982269 -0.00073554126700576324 -0.00089008203370399743 -0.0006624656602032767 0.00090061897492725584 -0.00066491003909473223 -0.00075597954878678462 -0.00022986191128500176 -6.0040198608698492e-05 -0.0010294700269217268 -0.00061227397917679508 0.00080075033848914776 -0.0011660668035297489 0.0011121434554527507 0.0010831265278970189 2.5768404046542424e-05 -0.00099760829719349104 -0.00060396402321503527 4.2176105585313432e-05 -0.00013738560680490975 0.00091954129185503695 0.0011006922832289007 0.00024081413308120293 0.0011921760875545446 0.000127995410650598 0.0005159112427819203
leaf_weight=0.0010015283250935083 0.0011895721700777842 0.0010371030006641737 0.0013751410463732619 0.0010006876056909411 0.0013225640249234774 0.0015482911860112128 0.0010139999620082931 0.0012775955960186982 0.0020901605753031903 0.0011555072572408389 0.0010037217696556846 0.0012205553534236913 0.0016851175641292571 0.0010104923923108791 0.0019193216001242011 0.0010045766016539793 0.0011103790381062108 0.0010653088321816995 0.0013975632318690145 0.0011825898150609054 0.0015522876516406202 0.0011817783605776455 0.0010188022561441745 0.0010692053726818473 0.0015727324301169077 0.0017279787496769505 0.0018077477298072964 0.001667449008497357 0.0016137728064297063 0.0023251247178219794
leaf_count=275 127 46 313 55 118 535 193 62 49 283 63 45 20 28 245 72 78 40 51 91 259 51 42 101 67 182 94 49 171 105
internal_value=0 4.99037e-07 2.90348e-05 1.58042e-07 -2.73427e-05 1.63472e-05 5.45204e-05 9.08467e-05 0.000121302 0.00015321 0.000184485 0.000216787 0.000164109 6.91703e-05 0.000126498 0.000207774 -2.44525e-05 0.000159212 0.000501221 2.88795e-06 -0.000143124 0.000193776 0.000450394 -0.000661442 0.000535932 0.000619984 0.000638788 0.000792553 0.000571272 0.000765224
internal_weight=0 0.0411471 0.04011 0.0389205 0.0379198 0.0365972 0.0352221 0.0336738 0.0326598 0.0313822 0.0302267 0.0292229 0.0271328 0.0203758 0.0193653 0.0174459 0.00973886 0.00755927 0.00770709 0.00649396 0.00548939 0.0039371 0.00675702 0.00217958 0.00275532 0.00507191 0.00648653 0.00467879 0.00301134 0.0040531
internal_count=3910 3635 3589 3462 3407 3289 2976 2441 2248 2186 1903 1840 1791 1442 1414 1169 759 580 410 540 468 209 349 179 158 329 365 271 222 287
is_linear=0
shrinkage=0.00140032


Tree=1518
num_leaves=15
num_cat=0
split_feature=11 3 160 1 376 47 16 42 52 1 0 1 0 4
split_gain=0.000125193 0.000112818 0.000131875 0.000124497 0.000130834 0.000153258 0.000200281 0.000127904 9.91884e-05 0.000256062 0.000264144 0.000227942 9.37154e-05 9.06696e-05
threshold=0.08184000000000001 -0.13927999999999999 -0.217635 0.12958500000000003 0.048375000000000008 0.09252500000000001 0.22945500000000005 -1.0000000180025095e-35 -0.074484999999999982 0.088010000000000019 -0.084074999999999997 0.089075000000000015 -0.053834999999999994 0.0014600000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 11 10 -10 -9 -5 -11
right_child=-2 2 3 12 -6 -7 -8 8 9 13 -12 -13 -14 -15
leaf_value=0.0013733718250111687 -0.0015070410947554021 -0.0017729087221618517 -0.0013310479376493897 0.0022072430293430326 0.0015972676934240435 -0.0017232350795630513 -0.0018430126504676149 0.00086168863824515561 -0.0019631573185047678 0.0008740588227970379 0.0014440274003690709 -0.0022213928720558438 9.7338026059881353e-05 0.0026286341015622407
leaf_weight=0.0019240473817182515 0.0016253689379610017 0.001259307827123037 0.0013947831945534056 0.0013709648049755677 0.0012834672106938885 0.0018960677163752529 0.0016350612026130177 0.001882136774499164 0.0015256122672375246 0.0016692382072053258 0.0012973668024766523 0.001216549352762275 0.0012312788677973979 0.0019888652079682045
leaf_count=174 224 389 730 138 133 270 282 208 488 243 285 91 122 133
internal_value=0 9.05325e-05 -3.50734e-05 8.39208e-05 -0.000101493 -0.000251799 -3.05443e-05 0.000239489 0.000468154 0.000858719 -0.000397305 -0.000348734 0.00120892 0.001828
internal_weight=0 0.0215747 0.0196507 0.0183914 0.0157891 0.0145057 0.0126096 0.0109746 0.00957977 0.00648108 0.00282298 0.00309869 0.00260224 0.0036581
internal_count=3910 3686 3512 3123 2863 2730 2460 2178 1448 1149 773 299 260 376
is_linear=0
shrinkage=0.00555105


Tree=1519
num_leaves=18
num_cat=0
split_feature=14 52 1 157 0 16 150 3 15 42 2 3 4 16 1 0 16
split_gain=0.000124126 0.000112656 0.000159734 0.00021774 0.000190221 0.000191664 0.000255665 0.000243368 0.000148162 0.000233387 0.000164328 0.000149897 0.000141801 0.000145243 8.95802e-05 0.000154821 9.52389e-05
threshold=0.073890000000000011 -0.40083499999999994 1.0000000180025095e-35 -0.073574999999999988 -0.017269999999999997 -0.055679999999999993 -1.0000000180025095e-35 0.10223 0.085120000000000015 0.085330000000000003 0.086915000000000006 -0.080614999999999978 0.27223000000000003 -0.27337499999999998 0.094385000000000011 -0.11524 -0.091214999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 6 -5 -7 9 10 -3 -12 13 -8 16 -16 -15
right_child=-2 2 3 4 -6 7 12 -9 -10 -11 11 -13 -14 14 15 -17 -18
leaf_value=-0.0015605244588921677 -0.0020500216947271599 -0.0024690858246115763 0.0026030752702033665 -0.0022729269369487835 0.0024835156781250075 3.2264765090488192e-05 -0.0015401007271760643 -0.0034507338625015776 0.00088035889561040943 -0.0035964079958104417 0.0019166582753615223 -0.00080832626884736716 0.0024633529252168656 0.0013076166971318988 6.394918352900236e-05 0.0030744762793884373 -0.0012422644144200077
leaf_weight=0.0013755797553783025 0.001000323950411052 0.0010229675269298041 0.0015783914744917924 0.0010026894807602122 0.0012222717346391928 0.0019153909778745473 0.001025951850140319 0.0010936468243403219 0.0018158484186535026 0.0010209788683612428 0.0011619231109996327 0.0017640409125109459 0.0015755933588085733 0.0010000853169951389 0.0010948011703333371 0.0012927444328393323 0.0010336947608668955
leaf_count=389 135 306 194 58 184 368 48 53 709 346 252 166 242 68 61 128 203
internal_value=0 7.17289e-05 0.000180613 0.000543711 0.000278514 3.42721e-05 0.000509655 -0.00123365 -0.000559696 -0.00108585 -0.000436752 0.000273786 0.000906937 0.000456753 0.000920115 0.00169401 1.1607e-05
internal_weight=0 0.0219966 0.020621 0.0138353 0.0122569 0.0110346 0.00802556 0.00300904 0.00678576 0.00496991 0.00394893 0.00292596 0.00702287 0.00544728 0.00442133 0.00238755 0.00203378
internal_count=3910 3775 3386 1607 1413 1229 808 421 1779 1070 724 418 750 508 460 189 271
is_linear=0
shrinkage=0.00589082


Tree=1520
num_leaves=31
num_cat=0
split_feature=1429 133 151 480 151 1213 133 160 15 1348 457 15 14 16 160 47 42 43 15 43 3 15 12 47 16 1374 16 4 52 2
split_gain=0.000592164 0.000620664 0.000553995 0.000569929 0.000615896 0.000674289 0.000624213 0.000588704 0.000586042 0.000521303 0.0005636 0.000517958 0.000660046 0.000515329 0.000514593 0.000480696 0.0004307 0.000565398 0.000633588 0.000585839 0.0005583 0.000461332 0.000497212 0.000424542 0.00029775 0.000320085 0.000637167 0.000279866 0.000249589 0.000281163
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.40391999999999995 0.086640000000000009 -0.14171999999999998 -1.0000000180025095e-35 -0.17468499999999998 -0.092169999999999988 -0.26361999999999991 0.084620000000000015 -0.0034949999999999994 -0.19153499999999998 0.073890000000000011 -0.50763499999999995 -0.078154999999999988 0.10783500000000001 -0.09602999999999999 -0.077664999999999998 0.085285000000000014 -1.0000000180025095e-35 -0.078669999999999976 0.088345000000000021 0.085945000000000008 0.13469 -0.19424999999999998 -0.094679999999999986 -0.063614999999999991 -1.0000000180025095e-35 -0.066329999999999986 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=-1 -2 -3 4 -4 -6 -7 27 -9 10 -10 -12 13 -13 -15 16 -16 20 19 -19 21 22 -18 -17 -21 -26 -27 -8 -28 -30
right_child=1 2 3 -5 5 6 7 8 9 -11 11 12 -14 14 15 23 17 18 -20 24 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.0011226513151931438 -0.0011972515987553835 -0.0010162961439573795 0.0012033931533528817 -0.00092027969757519756 -0.00094239344970649245 0.0012485961520729792 -0.00021921736274187588 0.0010737349580916889 -0.00075448463252705182 0.0010560078553449089 -0.00083917925726558753 0.00097245913461969295 -0.0010847810063626883 0.0010892663530619982 -0.00088468140567927393 0.0011907626581057953 0.00031520917223315991 -0.0011021568292384843 -0.0010811190097830472 -0.00061054579484402305 0.001261666762152528 0.00093061356430861834 -0.0010409074332990197 6.4684287134041755e-05 -0.00050034892451884805 0.0011255762456940865 -0.00055715776257611767 -0.0012353887507305518 -0.00032411653093812436 0.00062302348157075235
leaf_weight=0.001168718534666934 0.001020967718378867 0.0011891755642912108 0.0011523316756019133 0.001382284597633259 0.0015502478537021127 0.00109479107542687 0.0015940726694537166 0.0014739271639034801 0.0020211173422506326 0.0012413307563006173 0.0013542696646218098 0.0018715728836742216 0.0010062294420236642 0.0012564993653088044 0.0012997931481015237 0.0015866573209208914 0.0016734877930548175 0.0010513285541089963 0.0015367345733903201 0.0011544653816777245 0.0014722178064980841 0.0012347673949602012 0.001052823740503972 0.0016146870847251193 0.0011950316370672462 0.0018815889226102417 0.0011814948266212159 0.0010914014877707037 0.0011869401641178669 0.002031309219034938
leaf_count=181 237 83 85 235 561 50 207 192 188 63 60 104 63 96 123 57 76 164 337 23 121 55 142 20 20 46 89 152 50 30
internal_value=0 -6.73638e-06 2.33255e-05 5.48286e-05 9.04292e-05 5.5492e-05 9.94918e-05 6.25602e-05 0.00012202 7.51122e-05 3.26318e-05 9.23443e-05 0.000142232 0.00019308 0.000127989 7.08896e-05 -2.75304e-05 3.93748e-05 -0.000158881 -1.25051e-05 0.000448742 0.000146601 -0.000208484 0.000622794 0.000120226 0.000233069 0.000372602 -0.000632199 5.05864e-05 0.000273704
internal_weight=0 0.0414535 0.0404326 0.0392434 0.0378611 0.0367088 0.0351585 0.0340637 0.0313783 0.0299043 0.028663 0.0266419 0.0252876 0.0242814 0.0224098 0.0211533 0.017952 0.0166522 0.0112189 0.00968216 0.0054333 0.00396108 0.00272631 0.00320134 0.00863083 0.00747636 0.00628133 0.00268547 0.00439974 0.00321825
internal_count=3910 3729 3492 3409 3174 3089 2528 2478 2119 1927 1864 1676 1616 1553 1449 1353 1276 1153 759 422 394 273 218 77 258 235 215 359 169 80
is_linear=0
shrinkage=0.00154607


Tree=1521
num_leaves=31
num_cat=0
split_feature=156 453 1348 14 1456 4 11 1213 1374 16 150 38 124 160 43 50 13 133 13 13 42 3 4 0 42 42 16 0 16 2
split_gain=0.000874014 0.000599331 0.000766822 0.000756757 0.000703339 0.000597658 0.000769966 0.000540366 0.000531807 0.000720127 0.000508334 0.000465224 0.00046783 0.000485467 0.000732229 0.00046001 0.000509276 0.000479966 0.000424272 0.000395174 0.000348674 0.000348099 0.000593462 0.000493548 0.000922639 0.000429116 0.000518488 0.00043718 0.000344056 0.000315752
threshold=-1.0000000180025095e-35 0.096095000000000014 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -1.0000000180025095e-35 0.090240000000000015 -0.50763499999999995 -0.096549999999999983 0.10777500000000002 -0.048219999999999992 -0.091109999999999983 0.24789500000000006 0.10030500000000002 -0.23438999999999996 0.089845000000000022 -0.092894999999999991 0.043015000000000005 0.084745000000000015 -0.15002999999999997 -0.34687499999999999 -0.017269999999999997 -0.10770999999999999 -0.089024999999999979 0.0015250000000000001 -0.10131499999999999 0.041215000000000009 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 -11 12 -12 19 15 16 -15 21 -9 -14 -19 -18 -23 24 -24 -26 27 -27 -28 -29
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 11 -13 13 14 -16 -17 17 20 -20 -21 -22 22 23 -25 25 26 28 29 -30 -31
leaf_value=-0.0014283925902459612 -0.0010744768375078556 -0.0012348813976160746 0.0010682800228750907 -0.0011736135347246142 -0.00085301160572337595 0.00076917259751711862 -0.0010026663777453694 0.0013123429624486069 -0.0010440470352362544 0.00085253295166186685 0.00059745560418005298 -0.0010533475259993108 -0.0011820727180065545 0.00051199903650484121 -0.0012632798957819243 0.00066968962379170731 0.00062023185924469434 -0.00019466920067251673 0.00012434787474319364 -2.9874912678871456e-05 -0.0013621500473088954 -0.0010844824754710153 -0.0014285622062549885 0.0007320606932659584 0.00083450317811655157 -7.0472017496755183e-05 0.0010126713841688724 -0.0013812599799448337 4.1417421320924356e-05 -0.00039455961898249335
leaf_weight=0.0011519060158480246 0.0015744733905079791 0.0010513870959414353 0.0010399766477124919 0.0014886894182846158 0.0018023550539487667 0.0015470937654753483 0.0019853323964724714 0.001240638842503472 0.0010682630521761096 0.0011555021734448436 0.0019458464029391545 0.0010359828286894404 0.0015244390408373767 0.0026678018575836326 0.0010038094085610951 0.0018326199989255878 0.0013513805988409717 0.0010064807020399016 0.0012128528587025322 0.0010093773801660433 0.0010839258244415007 0.0012391158054025726 0.0010481157155513001 0.0014634587462155181 0.0010625242625161837 0.005556101800802779 0.0011055300073588023 0.0010498939129499618 0.0022758193947697847 0.0017892530443088805
leaf_count=197 305 36 55 120 538 208 93 38 57 34 151 30 264 80 143 138 58 147 93 42 244 63 63 22 50 103 27 145 109 257
internal_value=0 -0.000168819 -0.000144004 -0.000172575 -0.000137624 -0.000101703 -0.000135798 -8.99422e-05 -5.14487e-05 -2.08561e-05 -7.76801e-05 -0.000112296 -7.98152e-05 -0.000126765 -6.75951e-05 -1.86697e-05 -7.42439e-05 -0.00015232 0.000725072 -0.00072308 -0.000800036 -7.68513e-05 -0.000133635 -5.68817e-05 -0.000140022 -3.48323e-05 -0.000113267 -0.000303468 0.000358968 -0.000759434
internal_weight=0 0.046218 0.0451667 0.0441267 0.042638 0.0410635 0.0395164 0.0375311 0.0357287 0.0346605 0.032207 0.0310515 0.0300155 0.0280696 0.0255358 0.024532 0.0226994 0.0200316 0.00245349 0.00253382 0.00209041 0.0179412 0.0165898 0.0153507 0.0138872 0.0128391 0.0117766 0.00839525 0.00338135 0.00283915
internal_count=3910 3713 3677 3622 3502 3197 2989 2896 2358 2301 2170 2136 2106 1955 1649 1506 1368 1288 131 306 391 897 839 776 754 691 641 505 136 402
is_linear=0
shrinkage=0.00142833


Tree=1522
num_leaves=31
num_cat=0
split_feature=1429 1213 151 4 480 151 1348 14 11 1456 1213 49 16 38 42 13 133 16 151 1374 12 16 16 42 1 48 12 15 49 12
split_gain=0.000501176 0.000437176 0.000443399 0.000583687 0.000770617 0.000517788 0.000490257 0.000699899 0.00049802 0.000439582 0.000456958 0.000430246 0.00054004 0.000456067 0.000509115 0.000404186 0.00047582 0.000371599 0.000305439 0.000422617 0.000273662 0.000586383 0.00040452 0.000577665 0.000434783 0.00021285 0.000281875 0.000198606 0.000181182 0.000141033
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.08598500000000002 -0.14171999999999998 0.084895000000000012 0.077685000000000018 0.088315000000000018 -1.0000000180025095e-35 0.04198000000000001 -0.0019649999999999997 -0.50763499999999995 1.0000000180025095e-35 0.10138000000000001 -0.010384999999999998 0.084285000000000013 -0.38486499999999996 -0.084129999999999996 -0.094679999999999986 -1.0000000180025095e-35 0.18126 -0.0021449999999999998 -0.089024999999999979 0.095575000000000007 0.085575000000000012 0.085185000000000025 -0.072424999999999989 -0.22390499999999999 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 11 17 -13 14 15 16 27 -11 -19 -20 -17 22 23 -22 -25 28 -27 -14 -21 -29
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12 12 13 -15 -16 20 -18 18 19 25 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.00097127652479945745 -0.00073137833182765778 -0.00084971199109043461 0.0010467527693844049 0.0011050412293601621 -0.0012123306083220544 -0.00082145185115123788 0.00098802881924290979 -0.0011329087037488079 -0.00080172910513411273 -0.00071192035772082052 -0.00079914315953575504 0.00114481191790686 0.00030662067283645193 -0.00073267806706288764 -0.00061121307886482417 0.00060009280679519412 -5.4347705310673669e-05 -0.00065820522525567059 -0.00057838799462623855 0.00044151648742772127 0.00081580065774301857 -0.00079608962676976688 0.00092737900057928281 -0.00075502101396856191 0.00031187813450218762 0.00024367132334044726 0.0012150894706847721 0.0012283193714315048 -0.00034430036947420863 0.00059478701560810936
leaf_weight=0.0011272644553886315 0.0016227010819112033 0.0011446686961118493 0.0010476035856887824 0.0010452696887289217 0.0010025933620871888 0.0010795351736932459 0.0010492893915092774 0.0010829360805755242 0.0013874869638428313 0.0017152431016334013 0.0010931288140679776 0.0013241601459284989 0.0010040419977252356 0.0010104745645946869 0.0012750074498200639 0.0020780276936753772 0.0015669431074258888 0.0011266250244639786 0.0012896341429353697 0.001154454756033374 0.0013078230800422919 0.0014619823914519547 0.0012731568295907426 0.0018705400530162897 0.0013357001016487402 0.0015451920459156332 0.0010062319480721449 0.0023018507924665935 0.0012431756624409207 0.001041089179353083
leaf_count=181 592 85 84 207 225 268 64 99 72 113 305 52 99 37 173 61 181 130 32 16 65 86 60 143 28 99 42 170 100 41
internal_value=0 -5.40003e-06 2.57126e-05 5.30028e-05 2.21773e-05 5.78757e-05 2.70656e-05 -3.88903e-06 3.49359e-05 7.34976e-05 0.000106784 0.000142239 0.000265275 0.000198824 0.000255815 0.000328346 0.000620457 -0.000113177 2.62591e-05 0.000149864 0.000143134 1.21436e-05 0.000216322 1.57733e-05 -0.000310557 0.000339634 0.00062678 0.000863701 3.4069e-05 0.00103102
internal_weight=0 0.0394866 0.0378639 0.0367192 0.0356739 0.0346713 0.0336237 0.0325744 0.0314915 0.030104 0.0290245 0.0279314 0.0188508 0.0175266 0.0165162 0.0152412 0.00591393 0.00908056 0.00736531 0.00623869 0.00932723 0.0072492 0.00578722 0.00451406 0.00320624 0.00494905 0.00255142 0.00434698 0.00239763 0.00334294
internal_count=3910 3729 3137 3052 2845 2620 2536 2472 2373 2301 2033 1728 1196 1144 1107 934 491 532 419 289 443 382 296 236 171 257 141 310 116 211
is_linear=0
shrinkage=0.00142833


Tree=1523
num_leaves=18
num_cat=0
split_feature=11 484 3 457 2 3 0 3 133 51 2 4 0 0 0 15 2
split_gain=0.000127987 0.000125811 0.000130035 0.00015338 0.000132032 0.000111641 0.000191436 0.000178433 0.000164977 0.000193458 0.000156127 0.000464392 0.000219597 0.000148243 0.000146274 0.000141999 0.000114894
threshold=0.08184000000000001 -0.0043499999999999988 -0.12008499999999998 -0.068264999999999978 0.106285 -0.078884999999999997 -0.082994999999999985 -0.074234999999999982 -0.0023199999999999996 -0.07742499999999998 0.113945 0.15045000000000003 -0.18901999999999997 -0.22384499999999996 -0.062649999999999983 -0.008624999999999999 0.085155000000000022
decision_type=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 16 -7 -9 15 11 13 -12 -11 -15 -10 -5
right_child=-2 2 3 5 -6 7 -8 8 9 10 12 -13 -14 14 -16 -17 -18
leaf_value=-0.001494357092988372 -0.00142968980952801 0.00029945382460623625 -0.001850087948976612 -0.00096674944297820992 0.0026930645472295705 0.0021119124519898072 -0.0020936834150191252 -0.0016897561802897501 -0.002142319460287043 0.0018333633442127698 -0.0021052565055638267 0.0044045793138815419 0.0012148151596446048 -0.0012044480031755396 0.001024301344122211 0.00045469998101449916 0.0013648454591878472
leaf_weight=0.0013159918967825665 0.0016679261452685603 0.0015683057463932162 0.0011306080873356708 0.001066610478093373 0.0010545397888048758 0.0014350491358352232 0.0015100995925958717 0.001188461444380417 0.0012661418275627667 0.0015787011471601869 0.0010868737492266689 0.0010209795487989351 0.0010935670579800549 0.0016603211859416833 0.0015654147164440128 0.0010570120261256264 0.0012630780694809496
leaf_count=594 224 126 164 338 54 247 633 251 100 40 55 128 221 227 80 88 340
internal_value=0 7.35692e-05 0.000173998 1.48043e-05 0.00126183 0.000140365 -0.000642981 0.000372589 0.000155874 0.000368233 0.000753865 0.00120077 -0.000440125 0.00051994 -0.00012286 -0.000960701 0.000297362
internal_weight=0 0.0218618 0.0205458 0.0179229 0.00262285 0.0167923 0.00383979 0.0129525 0.0115175 0.010329 0.00800586 0.00582542 0.00218044 0.00480444 0.00322574 0.00232315 0.00232969
internal_count=3910 3686 3092 2912 180 2748 1311 1437 1190 939 751 475 276 347 307 188 678
is_linear=0
shrinkage=0.00523088


Tree=1524
num_leaves=18
num_cat=0
split_feature=124 4 0 1 3 15 147 484 474 160 50 48 0 3 15 15 12
split_gain=0.000122609 0.000172162 0.000136586 0.000163808 0.000232923 0.000175322 0.000163838 0.000179749 0.000173502 0.000212075 0.000180731 0.000197026 0.000233598 0.000255992 0.000197173 7.79292e-05 4.03144e-05
threshold=0.08919500000000001 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.089974999999999986 0.083935000000000023 0.089245000000000005 -0.0043499999999999988 0.084655000000000022 -0.080184999999999992 0.088160000000000002 0.11930500000000001 -0.10575999999999998 -0.005644999999999999 -0.053579999999999996 -0.095799999999999982 0.091405000000000014
decision_type=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 13 -11 -14 -15 -4
right_child=-2 2 16 6 5 -7 -8 8 -10 10 -12 -13 14 15 -16 -17 -18
leaf_value=-0.0019533265981203775 0.0016613062109688901 -0.0031077361454332603 0.0021206696763630879 -0.002132376534534095 -0.0013698292073172878 0.0011493290636770811 0.0021771922218965741 -0.001928224026400251 0.0023191284147193463 0.0029970178526407603 0.0021534440448986204 -0.0022115396921306976 0.00035105080806840949 -0.00067245431835025421 -0.0025019981249770266 0.0012203656037598491 0.00058084803295203001
leaf_weight=0.0014237111294139728 0.0012028807886922946 0.0011912089803786628 0.0010055739692265689 0.0010946320661380246 0.0019381433479791028 0.0014160474354893843 0.0010872782989402871 0.0015009952733055524 0.0010193124248734095 0.0014340507846945585 0.0013058430071795071 0.0010634443659505166 0.0016787232993744324 0.0015030553994064277 0.0012528590159080946 0.0011274412282555922 0.001008755020288632
leaf_count=173 76 361 99 211 852 660 112 200 137 120 275 71 221 76 141 61 64
internal_value=0 -0.000122956 3.37677e-06 -0.000142307 -0.00104048 -0.00030631 0.000147901 -2.20795e-05 0.000172271 -2.91125e-05 0.000275258 -2.90528e-05 0.000302695 0.00114724 -0.000868246 0.000138816 0.00134954
internal_weight=0 0.0220511 0.0206274 0.018613 0.0045454 0.00335419 0.0140676 0.0129804 0.0118857 0.0108664 0.00936542 0.00805957 0.00699613 0.00406455 0.00293158 0.0026305 0.00201433
internal_count=3910 3834 3661 3498 1873 1512 1625 1513 1302 1165 965 690 619 257 362 137 163
is_linear=0
shrinkage=0.0054422


Tree=1525
num_leaves=17
num_cat=0
split_feature=41 2 483 158 49 13 15 16 40 13 1374 4 12 15 2 15
split_gain=0.000119072 0.00012524 0.000127471 0.000179257 0.000100862 0.000164783 0.000298671 0.00030804 0.000263759 0.000259431 0.000246336 0.00032115 0.000212548 0.000216019 0.000159515 0.00011761
threshold=0.078535000000000008 -1.0000000180025095e-35 0.085195000000000007 0.084965000000000027 -0.085974999999999982 -0.094679999999999986 0.088495000000000018 -0.19424999999999998 -0.0020749999999999996 -0.49820499999999995 -0.094679999999999986 -0.08422499999999998 0.086935000000000012 -0.033649999999999992 0.091525000000000009 0.15514500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 15 9 7 -7 -9 -6 -10 -12 13 -13 -11 -3
right_child=-2 2 -4 -5 5 6 -8 8 10 14 11 12 -14 -15 -16 -17
leaf_value=0.0015212740946420507 -0.001452136241643711 -0.0018378489602624917 -0.0017215678288608708 -0.0020433702452175148 -0.00068737946732662651 -0.0015839336699150072 -0.0024923321094346973 -0.0017733603742102039 -0.0012986153523247936 0.00092416271323267297 -0.00048318076564474443 0.0013777051466904355 0.00042435129836763849 0.0038480448304709018 0.003689796322292349 0.00048191244394113578
leaf_weight=0.0014564896754569031 0.0014437181908090171 0.0013023957998217752 0.0011146164701904054 0.0010062289493980017 0.0010981834010414526 0.0018852015309438518 0.0011006030280730763 0.0010195462672239934 0.0010767110814011768 0.0010527417185980893 0.0018962568835184926 0.0018109466075015429 0.0016235499634744896 0.001915808690201695 0.0011450493285004582 0.0010288447578297166
leaf_count=242 195 136 375 301 58 159 618 113 53 94 462 175 565 222 84 58
internal_value=0 6.92144e-05 -3.61272e-05 6.29453e-05 0.000180981 0.000329446 5.71378e-05 0.000307044 0.000688607 0.00134802 0.000990182 0.00133026 0.00197298 0.00264763 0.00236506 -0.00081407
internal_weight=0 0.0215332 0.0200767 0.0189621 0.0179558 0.0156246 0.0123286 0.011228 0.00934282 0.00329597 0.00832327 0.00724656 0.00535031 0.00372676 0.00219779 0.00233124
internal_count=3910 3715 3473 3098 2797 2603 2367 1749 1590 236 1477 1424 962 397 178 194
is_linear=0
shrinkage=0.00512831


Tree=1526
num_leaves=18
num_cat=0
split_feature=14 52 1 39 50 48 2 3 4 2 13 12 15 16 40 13 13
split_gain=0.000110978 0.000105704 0.000158396 0.000183933 0.000215176 0.000333439 0.00040277 0.000227298 0.000210196 0.000175466 0.000161581 0.000155619 0.000176488 0.000233624 8.1109e-05 7.54999e-05 6.0164e-05
threshold=0.073890000000000011 -0.40083499999999994 0.077800000000000022 0.005105000000000001 0.10625000000000001 0.11930500000000001 0.11542500000000001 -0.10315499999999998 -1.0000000180025095e-35 0.089910000000000004 -0.0024749999999999993 0.098845000000000016 0.085120000000000015 0.0015250000000000001 -0.069954999999999989 -0.081534999999999982 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 6 7 -4 10 -10 -9 12 13 15 -5 -3 -15
right_child=-2 2 3 14 -6 -7 -8 8 9 -11 -12 -13 -14 16 -16 -17 -18
leaf_value=-0.0012799651246920606 -0.00162479363892369 -0.00080412455899030785 0.0019729436275257254 0.0007336344295433469 -0.0019170137615279288 -0.0021815803395918289 0.0034960063763606946 0.0021840510383339179 -0.001954622663221581 0.00027184429553293307 -0.00015258760511327032 -0.0021908060738600479 0.0013848187418453986 -0.00030539068883765798 0.0025877589429438995 -0.0026535540193813531 0.0013470794356270194
leaf_weight=0.00135694477714944 0.0010034169663834516 0.0010080976283242367 0.0016285832908495869 0.0010798844712943956 0.0010673490705535036 0.0010791060251040827 0.0011118139341200215 0.0012930186202641004 0.0018383698876054608 0.0016160135597935721 0.001619813590820196 0.0010798354684727271 0.0013791844216293134 0.0010835350171959357 0.0012218457665584279 0.0011459835644689834 0.0010580650037906869
leaf_count=389 135 409 115 246 197 53 167 300 201 57 148 296 570 95 115 369 48
internal_value=0 5.20068e-05 0.000140996 0.00044827 0.000188605 0.000409228 0.000716198 0.000329666 -9.06456e-05 -0.000913047 0.000884656 -0.000475663 -0.000149298 -0.000641847 0.00171787 -0.00178803 0.000511018
internal_weight=0 0.0216674 0.0203105 0.0135558 0.0112541 0.0101867 0.00910761 0.0079958 0.00636722 0.00345438 0.00291283 0.0067547 0.00567487 0.00429568 0.00230173 0.00215408 0.0021416
internal_count=3910 3775 3386 1599 1238 1041 988 821 706 258 448 1787 1491 921 361 778 143
is_linear=0
shrinkage=0.00492917


Tree=1527
num_leaves=31
num_cat=0
split_feature=1213 151 133 52 403 133 1348 14 159 49 40 484 131 2 42 123 3 52 13 4 0 0 474 2 13 2 48 16 150 12
split_gain=0.000644291 0.000614026 0.00063447 0.000668744 0.000672744 0.000554335 0.000541288 0.000859339 0.000697935 0.000573395 0.000679473 0.000462708 0.000480174 0.000368609 0.000368234 0.000624118 0.000365531 0.000519998 0.00046591 0.000428655 0.000704085 0.000814881 0.000553525 0.000457456 0.00042816 0.000360596 0.000488688 0.000411045 0.000404185 0.000248542
threshold=-1.0000000180025095e-35 -0.40391999999999995 -0.26719999999999994 -0.42985499999999993 -0.081784999999999983 -0.17468499999999998 0.087725000000000011 0.08604500000000001 -0.034019999999999988 0.10960000000000002 0.10989500000000001 -0.0043499999999999988 0.091385000000000008 0.11635500000000001 -0.10770999999999999 1.0000000180025095e-35 -0.15327499999999997 0.11588000000000002 -0.26418499999999995 -0.34687499999999999 -0.072559999999999986 -0.082994999999999985 0.085070000000000021 0.11203000000000002 0.097095000000000015 0.086915000000000006 0.08407000000000002 -0.083564999999999987 0.086870000000000017 0.093870000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 -10 14 -7 -13 16 24 18 -18 -20 21 22 23 25 -16 26 27 -21 -27 -22
right_child=1 2 3 4 5 6 -8 -9 9 -11 -12 12 -14 -15 15 -17 17 -19 19 20 29 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00095251902511897795 -0.0010517814610315986 -0.0011370611918887392 -0.0010157451201157238 -0.0011083271988360443 0.0012090760351219714 -0.0010137415189174681 0.0011916783169776211 -0.0012571991991294957 -0.00076366308301674044 0.0010892573512239101 -0.0010849020038684834 -0.00050657116150086155 0.00097100396369159366 8.4462440580070913e-05 0.0014171422292465308 0.0011200469276164834 0.00081971096855542485 -0.00088952491348404691 -0.00072171809153554064 0.00046458335965466447 0.0013353624271384399 -0.0012765860560702649 0.0011272356769835828 -0.0008409381392179906 8.2583913533066974e-05 0.00076174835340263325 -0.0010373237793113714 -0.00054909286026188716 -0.00019006945701088301 0.00035112736272881434
leaf_weight=0.0016847076198910895 0.0012297775435996519 0.0010336791168962236 0.0012714245323137688 0.001027644455470488 0.0010719387519300119 0.0018177343203103482 0.001020038644951037 0.0010837101819602948 0.0011532027522380686 0.0015172207742296098 0.0010149198190885214 0.0017566707708055454 0.0018099331226624207 0.0011441931718518816 0.0010753959691083134 0.0016227476618255734 0.0020837151143052726 0.0011898426958261146 0.001471036932016982 0.0025080290293439814 0.0013101237221349515 0.0010614029140119099 0.0011128563949833756 0.0012943040874287002 0.0011354930008451447 0.0029463146002106644 0.0011292083356648774 0.0014506548455281978 0.0015718481887496694 0.001071612580219039
leaf_count=592 85 215 320 468 51 360 45 52 248 92 35 79 84 51 37 193 73 109 54 80 37 132 39 38 22 95 46 64 62 52
internal_value=0 3.4614e-06 3.53018e-05 6.5809e-05 0.000101571 0.000134794 0.000103116 7.16894e-05 0.000113739 0.000180316 0.000133991 0.000177013 0.000216315 -0.000589505 0.000163354 0.000212318 0.000146593 8.25539e-05 0.000143393 6.01403e-05 0.000134553 -3.52368e-06 0.000108955 4.99525e-06 0.000731725 0.000118975 -0.000157769 9.3123e-05 0.000430615 0.000892526
internal_weight=0 0.0419867 0.0407569 0.0397232 0.0384518 0.0374241 0.0363522 0.0353322 0.0342485 0.0312865 0.0297693 0.0287544 0.0276012 0.00296193 0.0257913 0.0240346 0.0224118 0.0202009 0.0190111 0.0169274 0.0154564 0.0130746 0.0120132 0.0109004 0.00221089 0.00960605 0.00508789 0.00395868 0.00451816 0.00238174
internal_count=3910 3318 3233 3018 2698 2230 2179 2134 2082 1671 1579 1544 1296 411 1212 1133 940 881 772 699 645 556 424 385 59 347 190 144 157 89
is_linear=0
shrinkage=0.00151575


Tree=1528
num_leaves=17
num_cat=0
split_feature=11 48 1 43 42 43 42 0 2 150 49 0 12 49 12 4
split_gain=0.000112187 0.000110828 0.000165974 0.000186275 0.000199335 0.000142845 0.000234149 0.000212618 0.000339834 0.000168022 0.000136884 0.000148603 0.000280829 0.000130384 6.39089e-05 5.80721e-05
threshold=0.08184000000000001 -0.086624999999999994 0.10420500000000001 -0.17307499999999998 0.088465000000000002 0.0016850000000000001 0.083725000000000008 -0.10131499999999999 0.083795000000000022 0.083205000000000015 -0.045004999999999996 -0.11756999999999999 0.051320000000000005 0.0062100000000000011 0.088375000000000023 -0.078484999999999985
decision_type=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 -4 13 -13 -12 -7 -9
right_child=-2 2 10 4 -6 14 -8 15 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0014451216357212221 -0.0013122516972407577 0.001329439590400452 0.0021501907636121975 0.0020332861495609336 -0.0020859590709562249 0.0017219902536578899 0.001127928664785449 -0.0031227942879363058 -0.0028537534584722919 -0.00012496168914736836 -0.0014300916246125562 0.0026851266982630233 -0.00044105268543283765 0.00081394879497245711 5.3018920560343868e-05 -0.001437797481650339
leaf_weight=0.0011461641826047133 0.0015839793770814894 0.0017884844326300194 0.0014668831576839514 0.001123869192618975 0.0015586972224218018 0.0012319219720021146 0.0017116347778182925 0.0010274391333714569 0.0010265212886312325 0.0012836658301316195 0.0014790824763143695 0.0015368411879408813 0.0013773958617919746 0.001174007686985501 0.0010959354213835593 0.0010407770098474333
leaf_count=91 224 178 174 39 833 112 547 437 123 55 90 256 147 70 198 336
internal_value=0 7.51785e-05 0.00016264 -0.000176371 -0.000418984 -0.000146675 -0.000496126 -0.00100133 -0.000234329 -0.00133749 0.000783819 0.000423806 0.00120756 -0.000437091 0.000936253 -0.00227486
internal_weight=0 0.0210693 0.0199232 0.0128889 0.0111005 0.00954176 0.00721391 0.00550227 0.00343406 0.00231019 0.00703421 0.00556733 0.00291424 0.00265309 0.00232786 0.00206822
internal_count=3910 3686 3595 2858 2680 1847 1537 990 217 178 737 563 403 160 310 773
is_linear=0
shrinkage=0.00502775


Tree=1529
num_leaves=17
num_cat=0
split_feature=41 42 43 39 3 43 15 43 50 4 48 150 43 3 160 0
split_gain=0.000102077 0.00012366 0.00017884 0.000321199 0.000236354 0.00025527 0.000354735 0.000179253 0.00019297 0.000218224 0.000236288 0.000241631 0.000230429 0.000206463 0.000126824 0.000143911
threshold=0.078535000000000008 -0.10770999999999999 -0.053009999999999995 0.084155000000000021 -0.10628499999999998 -0.079109999999999986 0.083935000000000023 -0.00084499999999999994 0.087260000000000018 -0.34687499999999999 0.086125000000000021 0.08826500000000001 0.098320000000000005 -0.088694999999999982 -0.081069999999999989 -0.17106499999999999
decision_type=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 -9 12 -12 13 -11 -15 -16
right_child=-2 2 7 -5 5 -7 -8 8 -10 10 11 -13 -14 14 15 -17
leaf_value=-0.0013286201737537527 -0.0012018877576239369 0.002012816543024488 -0.0019210900947786516 0.0030273599390787417 -0.0023833241264381048 0.0014295852636887377 0.00096569304519999663 -0.0013387792830497581 -0.0017098419913199581 0.0028834402833759192 -0.0019180574811263247 0.00075686970234476337 -0.0010692249264926262 0.0020547669404112198 0.0014404585124765442 -0.00055202631543886931
leaf_weight=0.0012477171791736011 0.0014151534538559543 0.0012854721336070796 0.0010889550460905098 0.0010898751944611595 0.0016156308994777768 0.0012997725794986819 0.0011040624111520181 0.0016340925042985779 0.0012223666821373222 0.0013043668018346555 0.0014680420546001605 0.0013390305221729903 0.0010070073781281025 0.0012202948569974854 0.0013345479972768359 0.0017212218062723494
leaf_count=216 195 95 605 276 633 370 194 183 249 104 125 57 194 56 81 277
internal_value=0 6.17086e-05 0.000149611 0.000775724 0.000313136 -0.000230441 -0.00102379 -0.000150531 6.84915e-06 0.00019712 0.000464277 -0.000642063 0.000935716 0.00129751 0.000813744 0.000318153
internal_weight=0 0.0209825 0.0197347 0.00639481 0.00530494 0.00401947 0.00271969 0.0133399 0.012251 0.0110286 0.00939451 0.00280707 0.00658744 0.00558043 0.00427606 0.00305577
internal_count=3910 3715 3499 1568 1292 1197 827 1931 1326 1077 894 182 712 518 414 358
is_linear=0
shrinkage=0.00455379


Tree=1530
num_leaves=16
num_cat=0
split_feature=11 48 0 1 51 3 13 13 131 12 15 13 48 3 0
split_gain=9.3084e-05 0.000115336 0.000327869 0.000259342 0.000147483 0.000132981 0.000138721 0.000324446 0.000177461 0.00017361 0.000267941 0.000118705 0.000107454 7.88442e-05 3.23569e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.089605000000000018 0.083165000000000017 0.11476000000000001 -0.094679999999999986 -0.071149999999999977 0.083410000000000026 0.051320000000000005 0.085120000000000015 0.24071000000000004 0.091065000000000021 0.16699000000000003 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -4 5 6 -1 -8 9 11 -11 14 -3 -7 -9
right_child=-2 2 3 -5 -6 13 7 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0011776798381502051 -0.0012610887286593337 0.00063935687304330377 0.00039180076694687014 0.0035114693715365395 -0.002296289299939522 0.0019693818289517172 -0.0032032447101695313 0.00024698918037697039 0.0021139612330507399 -0.0033922287769558501 0.00037728856599810796 0.0019656987534305203 -0.0016314431504726326 -9.5247274069663155e-05 -0.0010600615287572768
leaf_weight=0.0016944080957621297 0.0018484768742487714 0.0011650907169595826 0.0018338398615028719 0.0017247230908138955 0.0010402667518197859 0.0015357428464657383 0.0013723817874981706 0.0013672194553561723 0.0010040235481845322 0.0013708199248481934 0.0011621774730344037 0.0010319200818980079 0.0017228323808629042 0.0010311639002810458 0.0011743440709519595
leaf_count=164 254 47 319 285 271 55 954 103 229 387 453 37 68 109 175
internal_value=0 9.28267e-05 0.000730478 0.00190381 -0.000205379 -3.47054e-05 -0.000330986 -0.000632333 -0.000136128 -0.000506086 -0.00166272 0.000313771 -0.000715322 0.00113999 -0.000356941
internal_weight=0 0.020231 0.00644649 0.00355856 0.0137845 0.0127442 0.0101773 0.00848289 0.0071105 0.00610648 0.002533 0.00357348 0.00288792 0.00256691 0.00254156
internal_count=3910 3656 719 604 2937 2666 2502 2338 1384 1155 840 315 115 164 278
is_linear=0
shrinkage=0.00577531


Tree=1531
num_leaves=30
num_cat=0
split_feature=1429 1213 151 4 11 151 160 38 475 13 1 48 51 3 160 43 42 47 14 49 0 0 3 4 0 52 16 16 12
split_gain=0.000539309 0.000418419 0.000434759 0.000566922 0.000487176 0.000304748 0.000363228 0.000390186 0.000304574 0.000353371 0.000341802 0.000291318 0.000361186 0.000310446 0.000284028 0.000333839 0.000275831 0.000250776 0.000522309 0.000239864 0.000238969 0.000344392 0.000396407 0.000303258 0.000344165 0.000209736 0.000163481 0.000110944 0.000109467
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.080455000000000013 -0.11319999999999998 -0.23073999999999997 1.0000000180025095e-35 -0.084444999999999978 -0.083514999999999992 0.08844500000000001 0.099240000000000009 0.08955500000000001 0.10666500000000002 -0.081519999999999995 0.0041500000000000009 0.095385000000000011 0.096475000000000019 -0.45687499999999998 -0.076864999999999975 -0.017269999999999997 -0.082994999999999985 -0.088024999999999978 -0.011834999999999998 -0.10575999999999998 0.084240000000000023 -0.095609999999999987 -0.15168999999999996 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 19 12 14 -13 -11 16 20 18 -5 -10 21 23 -23 -16 26 27 -25 -21 -12
right_child=1 2 3 17 -6 6 7 -9 9 11 28 13 -14 -15 15 -17 -18 -19 -20 25 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.00099441626258821346 -0.00073820460530429964 -0.00085141417996451474 0.00067522053401723096 0.00012758853524644275 -0.00084115851359253433 -0.00072593052540570653 -0.00060441707101798825 -0.00077515175267417599 -0.00042577232115687235 0.00050985655168713135 0.0010183214279786777 0.0009850535441304595 -0.00076526712642088757 -2.4415522901910562e-05 0.00052131357879214748 -0.00068864680326910391 0.00049378980655873084 1.5683320407639594e-05 0.0013729171149074897 0.00088254612518122531 0.00043783465981936907 -1.849877738631662e-05 -0.0011390481032602451 -0.00027215180451863367 -0.00071085926117928663 -7.0861288618202429e-05 0.00045209553614372866 0.00026634024307458851 0.00043181657560075219
leaf_weight=0.0010587472582646021 0.0013961430999190052 0.0010296705662455876 0.0013156697620425586 0.0011736251857838997 0.0012633161475308343 0.0012444346466506931 0.0012198828092547234 0.0010832637311457552 0.0010914941783749521 0.001733334237249474 0.0014118545767398683 0.0010804761008791899 0.0013061025582109817 0.00122538030413466 0.0015296587999072964 0.0015089603227278489 0.0017855250211415994 0.001094026027622208 0.0013825063206691348 0.0011203393128296213 0.0013477721655470549 0.0011052355737661782 0.0012889465257734985 0.0010677842954709416 0.0015173195889744921 0.0016216012716996353 0.0013057460444922953 0.0010830354743956395 0.0010427642949029092
leaf_count=181 592 85 87 73 125 281 160 51 39 87 119 82 118 29 147 235 167 39 286 33 53 150 194 50 109 74 26 202 36
internal_value=0 -8.08748e-07 2.78049e-05 5.37077e-05 -6.00251e-06 2.91235e-05 -4.73385e-07 3.23832e-05 6.55271e-05 9.79922e-05 0.000350772 -6.67254e-06 -7.4417e-05 0.000448601 -1.08298e-05 -8.32812e-05 1.56337e-07 0.00056572 0.000801136 0.000141884 -9.60399e-05 -0.000188115 -0.000621765 3.42288e-06 -0.000200182 0.000303871 0.000126277 0.000579659 0.000769164
internal_weight=0 0.0373759 0.0359797 0.0349501 0.0312999 0.0300366 0.0287209 0.0274765 0.0263932 0.0251733 0.00737109 0.0178022 0.0154964 0.00230586 0.0141903 0.0124569 0.010948 0.00365016 0.00255613 0.00491647 0.00916246 0.00781469 0.00239418 0.00542051 0.00389085 0.00382498 0.00237353 0.00220337 0.00245462
internal_count=3910 3729 3137 3052 2654 2529 2442 2161 2110 1950 503 1447 1336 111 1218 1131 896 398 359 348 729 676 344 332 185 309 76 235 155
is_linear=0
shrinkage=0.00137286


Tree=1532
num_leaves=17
num_cat=0
split_feature=51 1 123 48 12 50 2 52 3 150 4 13 49 52 15 16
split_gain=0.00010024 0.00023512 0.000199513 0.000165543 0.000192338 0.000193997 0.000263005 0.000205096 0.000174374 0.000247512 0.000209388 0.000186498 0.00016191 0.00013563 0.000121735 0.000105579
threshold=-0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11930500000000001 -0.0089849999999999982 0.088425000000000017 0.11542500000000001 0.11401500000000002 0.099570000000000006 0.086870000000000017 -0.0031049999999999997 0.0024700000000000004 -0.0088699999999999977 -0.0066199999999999991 -0.017214999999999998 -0.057604999999999996
decision_type=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 -6 -10 -14
right_child=1 -3 -4 -5 5 -7 -8 -9 14 -11 12 -13 15 -15 -16 -17
leaf_value=-0.001381883644089373 -0.0018854798686469628 0.0020606787711348511 0.001481710178637873 -0.0018387239430269888 -0.00078022212220056142 -0.0016087173701964806 0.0022075693574609674 -0.0018822304958954221 0.00029665946770288972 -0.0018709955207267101 0.0026539625561230189 -0.0018251545455081658 -0.00037281350995661453 0.001060801700910692 0.0025490169023482238 0.0015386468350977844
leaf_weight=0.0011019026047037186 0.001190186610513645 0.0011899217256722957 0.0016488012832818052 0.001247464803667663 0.0016442858210971838 0.0013848683546703938 0.0012957565665391311 0.00112513661496911 0.0010404179351016785 0.0014042257759951391 0.0010208811149023944 0.0013950486490988956 0.0014258163129252516 0.0018177961487246888 0.0010304754447387774 0.0011078432698222503
leaf_count=145 152 157 292 100 358 606 210 302 56 179 34 306 191 612 55 155
internal_value=0 5.54057e-05 -6.52332e-05 -0.000205916 -8.52675e-05 5.12678e-05 0.000211941 1.32119e-05 0.000192624 -6.5778e-05 0.000235581 -0.000391335 0.00109224 0.000186423 0.00141743 0.000462973
internal_weight=0 0.0209689 0.019779 0.0181302 0.0168827 0.0156926 0.0143077 0.0130119 0.0118868 0.0098159 0.00841167 0.00485713 0.00355454 0.00346208 0.00207089 0.00253366
internal_count=3910 3765 3608 3316 3216 3064 2458 2248 1946 1835 1656 1276 380 970 111 346
is_linear=0
shrinkage=0.00464487


Tree=1533
num_leaves=29
num_cat=0
split_feature=1429 1213 4 1348 14 11 3 15 9 44 3 483 0 0 16 1 457 1375 47 52 13 3 3 0 3 12 16 42
split_gain=0.000570604 0.000469796 0.000420812 0.000569786 0.000697801 0.000458684 0.000377959 0.000375531 0.000340896 0.000330357 0.000382516 0.000431554 0.000438275 0.000524035 0.000481892 0.000373096 0.000365359 0.000363434 0.00052458 0.000334766 0.000303252 0.000361679 0.000528193 0.000278329 0.000282564 0.00017206 0.000142962 5.6554e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 0.077685000000000018 0.088315000000000018 -0.13927999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088980000000000017 0.24227500000000002 0.088030000000000011 -0.10575999999999998 -0.089879999999999974 -0.014754999999999999 0.085110000000000005 -0.0015249999999999997 -0.43271999999999994 0.10664500000000002 0.11588000000000002 -0.091849999999999987 -0.015794999999999997 -0.075679999999999983 -0.082994999999999985 -0.088024999999999978 0.091405000000000014 -0.092424999999999993 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
left_child=-1 -2 3 4 5 6 7 -3 -8 10 11 12 14 -14 15 -10 -17 -18 26 20 25 22 23 -22 -25 -15 -19 -9
right_child=1 2 -4 -5 -6 -7 8 27 9 -11 -12 -13 13 19 -16 16 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.00092935070812060155 -0.00066712632871232134 0.0010325622293313583 0.00079799941459681226 0.00094150124920356433 -0.00097329090188318004 -0.00067310582242138752 0.00071693034958381855 0.0003509318870797255 -0.00054603937968372717 -0.0007014024968187752 0.00065847514159525793 -0.0007923358199799364 -0.00073146002670819573 8.6111567285179866e-05 0.00079328707470643044 -0.00040861876376422924 -0.00027602366202149673 0.0010270740703161719 -0.000236231806863361 -0.00054129240259283078 0.00024458741752482872 -0.00052564643299816049 0.00062576334124514737 -4.5712673861856877e-05 -0.00084598916916302203 0.00073054248563867699 0.00045354639450416294 -6.5350595881629741e-05
leaf_weight=0.0010041534935139032 0.0014759849906453284 0.0011558644396889584 0.0011225067855793738 0.0010171739168695062 0.0011085164066590983 0.0013751407607429647 0.0010302474861108015 0.0010138238887655781 0.0012121325425916707 0.0010331477132439195 0.0013563244975005597 0.0010694845023406776 0.0018825029263101105 0.0012174176409662776 0.0018571838084657684 0.0011935550756128066 0.0010901703135459684 0.0017684108455343628 0.0010032783525133482 0.0017019096627637351 0.0016860461892996767 0.0019922433812353067 0.0019239718254464022 0.0015579378834138444 0.001213517542740912 0.0013519767180021347 0.0010838505449477509 0.0010045802825970895
leaf_count=181 592 57 209 54 110 79 65 52 103 37 100 246 315 36 64 32 14 57 26 282 346 113 145 178 344 17 26 30
internal_value=0 2.04481e-05 4.86204e-05 2.4518e-05 -3.00977e-06 2.98074e-05 6.05914e-05 0.000467394 1.48416e-05 -1.17561e-05 1.54784e-05 -1.96795e-05 1.51343e-05 -0.000119388 0.000227358 8.43874e-05 0.000208858 0.000357875 0.000537113 -2.82672e-05 5.15202e-05 -6.31403e-05 8.12503e-05 -0.000153775 -0.000396124 0.000425201 0.000809135 0.000143744
internal_weight=0 0.0374989 0.0360229 0.0349004 0.0338832 0.0327747 0.0313996 0.00317427 0.0282253 0.0271951 0.0261619 0.0248056 0.0237361 0.0145275 0.00920858 0.0073514 0.00613927 0.00494571 0.00385554 0.012645 0.0109431 0.00837372 0.00638147 0.0044575 0.00277146 0.00256939 0.00285226 0.0020184
internal_count=3910 3729 3137 2928 2874 2764 2685 139 2546 2481 2444 2344 2098 1776 322 258 155 123 109 1461 1179 1126 1013 868 522 53 83 82
is_linear=0
shrinkage=0.00124344


Tree=1534
num_leaves=16
num_cat=0
split_feature=150 151 403 159 49 43 16 48 42 0 13 3 2 151 42
split_gain=9.74017e-05 0.000174143 0.000198006 0.000189826 0.000221466 0.000220573 0.000402674 0.000261498 0.000230095 0.000277922 0.000219926 0.000175703 0.000172836 0.000184124 0.000138718
threshold=0.083205000000000015 -0.03268999999999999 -1.0000000180025095e-35 -0.034019999999999988 0.10447000000000002 -0.074254999999999988 0.15737500000000001 0.082705000000000015 -0.09602999999999999 -0.077944999999999987 -0.09547499999999999 -0.032959999999999996 0.11125500000000001 -0.077449999999999977 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 7 10 -5 -10 -7 -12 13 -2 -11
right_child=12 2 3 4 -6 6 -8 -9 9 14 11 -13 -14 -15 -16
leaf_value=-0.0018496348139896656 0.0013536890544981791 -0.0023260635769102524 -0.001677314955178841 -0.0011781107608124753 0.002756071319694815 0.0024490028484363663 -0.0029303000252141735 -0.0022513932872192033 -0.00012707941702332187 0.0040118727759301314 -0.0016025426682963544 0.0009630803829675889 0.002285953807371894 -0.0013919092791586649 0.0013412934010256111
leaf_weight=0.0017032378447427434 0.0014233903386733915 0.0010311963901413054 0.0015297534266128935 0.0010944840745623768 0.0010416821994489603 0.0015183205400828561 0.0015386984786320834 0.0010595409063823974 0.0015681223605996455 0.0013067452568823598 0.0013091299649123913 0.0019958705308829481 0.0014026735276407298 0.0014710362618194908 0.0010302257124732844
leaf_count=322 219 886 415 80 176 161 227 93 336 113 374 123 131 154 100
internal_value=0 -0.00019518 -1.93212e-05 0.000139338 0.00034576 0.000143623 -0.000451613 0.000196703 0.00102721 0.0016453 0.000734477 -5.31779e-05 0.000718095 -4.17081e-05 0.00283458
internal_weight=0 0.017727 0.0160238 0.0149926 0.0134628 0.0124211 0.00742156 0.00588286 0.00499958 0.00390509 0.00482332 0.003305 0.0042971 0.00289443 0.00233697
internal_count=3910 3406 3084 2198 1783 1607 978 751 629 549 658 497 504 373 213
is_linear=0
shrinkage=0.0054422


Tree=1535
num_leaves=16
num_cat=0
split_feature=4 11 403 4 15 133 160 1 4 1 151 12 151 1 43
split_gain=9.95774e-05 0.000172173 0.000143044 0.000140907 0.000164785 0.000194065 0.000164218 0.000147313 0.000204891 0.000183189 0.000175185 0.000139111 0.000129441 0.000153926 4.45571e-05
threshold=0.25367000000000006 0.077165000000000025 0.088015000000000024 0.097045000000000006 0.085285000000000014 -0.075034999999999977 -0.082234999999999989 0.094485000000000013 -0.029114999999999999 0.11215000000000001 -0.0074049999999999993 0.085945000000000008 -0.0008699999999999999 0.11235500000000002 -0.071214999999999987
decision_type=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 -9 -10 -8 -2 -14 -5
right_child=12 -3 -4 14 -6 6 7 9 10 -11 -12 -13 13 -15 -16
leaf_value=0.0022148643047800753 -0.00072982136121581146 -0.001848773574718745 -0.0015979409886678433 -0.00036149766180682973 -0.00093979257444054499 -0.0011245677256134629 0.001574780214682264 0.0020952535977518711 0.00011715884582584543 1.3493425337056938e-05 -0.0020667450404016651 -0.00021696393101603277 5.0958380909926887e-05 0.0019715774808788437 -0.0016380939761926605
leaf_weight=0.0010001029707230819 0.0010254141859567523 0.0010364329568577904 0.0010259476372935982 0.0010022676841734413 0.0019516891149889562 0.0014128161293655737 0.0018111674020618316 0.0018002995483443751 0.0016038081306294387 0.00137120877804775 0.0011695954803571818 0.0014262424638118582 0.0015061914705957183 0.0015685864235240529 0.0010115698393767811
leaf_count=221 121 210 307 64 923 371 144 174 175 160 359 191 125 288 77
internal_value=0 -0.000152006 -4.59818e-05 5.63415e-05 0.000213781 0.000407949 0.000237389 0.000446943 5.2138e-05 0.0011952 -0.000803834 0.000785426 0.000590454 0.00103076 -0.00100274
internal_weight=0 0.0176231 0.0165867 0.0155608 0.0135469 0.0115952 0.0105951 0.00918232 0.00601081 0.00317151 0.0027734 0.00323741 0.00410019 0.00307478 0.00201384
internal_count=3910 3376 3166 2859 2718 1795 1574 1203 869 334 534 335 534 413 141
is_linear=0
shrinkage=0.00429114


Tree=1536
num_leaves=17
num_cat=0
split_feature=51 1 123 48 16 150 12 160 159 13 133 49 1 1 133 48
split_gain=9.22154e-05 0.00019855 0.000144033 0.000145632 0.000181478 0.000191004 0.000189781 0.000155759 0.000303236 0.000157673 0.000125368 0.000131369 0.000151101 0.000166291 0.000134021 8.28924e-05
threshold=-0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11930500000000001 -0.50585499999999983 -0.081029999999999977 -0.0089849999999999982 -1.0000000180025095e-35 0.079875000000000015 0.16421000000000002 -1.0000000180025095e-35 -0.085974999999999982 0.090820000000000012 0.10113500000000002 0.086975000000000011 0.08407000000000002
decision_type=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 -8 10 -9 -12 14 -14 15 -13
right_child=1 -3 -4 -5 5 6 7 9 -10 -11 11 12 13 -15 -16 -17
leaf_value=-0.0013399294959809535 0.0013680840616882625 0.0019317370695746128 0.0012754138246338009 -0.0017321926196109051 0.0016354836210047629 -0.0022813749425170411 -0.002749797916328844 -0.00098391379469877673 0.00026195365402834406 -0.0014144486475126197 -0.00087388441484618899 0.0012972523848178148 -0.0015195972687631104 0.0011280029376974951 2.4078514944254015e-05 0.0029742432195223193
leaf_weight=0.0010711695561685377 0.0017177225870538783 0.0011515772523799988 0.0016120464170710632 0.0012071271518307993 0.0010992225559460786 0.0010429320905868652 0.0013713209079098615 0.0013732115832759909 0.0015214945322594847 0.0013443864780709478 0.00116365513713035 0.001642940237847227 0.001012413959336933 0.0010350816724065126 0.0011051433877243555 0.0010374856382613928
leaf_count=145 179 157 292 100 94 122 722 712 206 111 82 257 155 174 348 54
internal_value=0 5.81722e-05 -5.36983e-05 -0.000174926 -6.07691e-05 -0.000227175 -0.000377173 -0.000219647 -0.00116575 6.20918e-05 0.000299255 0.000551096 0.00083537 -0.000181141 0.00138517 0.00194635
internal_weight=0 0.0204378 0.0192862 0.0176741 0.016467 0.0147493 0.0136501 0.0126071 0.00289282 0.00971432 0.00836993 0.00699672 0.00583306 0.0020475 0.00378557 0.00268043
internal_count=3910 3765 3608 3316 3216 3037 2943 2821 928 1893 1782 1070 988 329 659 311
is_linear=0
shrinkage=0.00464487


Tree=1537
num_leaves=17
num_cat=0
split_feature=2 160 15 40 2 159 16 160 1 0 15 0 4 12 16 16
split_gain=8.10435e-05 0.000199144 0.000178834 0.000223481 0.000205293 0.000163754 0.000153029 0.000158363 0.000134078 0.00017071 0.000139328 9.16946e-05 0.000231193 0.000139789 5.71924e-05 6.00622e-05
threshold=0.099015000000000006 0.084100000000000022 -0.11739999999999999 -1.0000000180025095e-35 0.094010000000000024 0.082325000000000023 -0.15168999999999996 -0.026849999999999995 0.11198000000000001 -0.13506999999999997 1.0000000180025095e-35 -0.084304999999999977 0.0021050000000000005 0.088590000000000016 0.23932500000000004 -0.14118999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 -4 5 6 -5 -8 10 -10 14 12 -9 -13 15 -2
right_child=1 -3 3 4 -6 -7 7 11 9 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.0020370668498610341 0.00041644030824716257 0.0020341601937489628 -0.0021823032961709823 0.0018792944941767159 -0.0019301330425144573 -0.0014528332659201647 0.0018455487427610263 -0.0024742387480304732 -0.00014308524646410104 0.0024069102932602151 -0.0019010837871793504 0.0012695103942244967 0.00062655400102984752 -0.00071197904652801468 0.00088770329848227264 -0.0012017448411469757
leaf_weight=0.0011896651844477699 0.0010169690906456363 0.0013829724108154196 0.0010632928812596707 0.0016965976834031372 0.0010105235109478467 0.0010378726536257607 0.0012091341459179485 0.0010636864252974478 0.0014702001491720823 0.0010516423365641431 0.0011761581118808206 0.0019397040567767816 0.0011894787791843775 0.0014552406402324469 0.0011816018725228639 0.0011318260864181806
leaf_count=309 96 166 142 110 220 247 432 470 129 225 162 255 70 509 204 164
internal_value=0 0.000357886 -0.000252225 -7.02046e-05 0.000141617 0.000359883 0.000579828 0.000258318 2.80466e-05 0.000920297 -0.000471252 -8.14729e-05 -0.000837285 0.000420146 3.37055e-05 -0.0004359
internal_weight=0 0.00841137 0.0128552 0.0116655 0.0106022 0.00959171 0.00855384 0.00685724 0.0070284 0.00252184 0.00450656 0.00564811 0.00225317 0.00339494 0.0033304 0.0021488
internal_count=3910 1146 2764 2455 2313 2093 1846 1736 980 354 626 1304 540 764 464 260
is_linear=0
shrinkage=0.00483252


Tree=1538
num_leaves=15
num_cat=0
split_feature=43 42 40 133 484 3 4 0 52 47 150 3 1 13
split_gain=8.21072e-05 0.000152334 0.000235855 0.00017283 0.000178801 0.00016999 0.000139819 0.000143468 0.000191269 0.000166563 0.000111424 0.000117163 0.000166585 6.48683e-05
threshold=0.19761500000000001 -0.10770999999999999 -0.018084999999999997 0.098810000000000023 -0.0043499999999999988 -0.15464999999999998 -0.34687499999999999 -0.06402999999999999 0.086950000000000013 0.09252500000000001 0.086420000000000011 -0.084129999999999996 0.088495000000000018 -0.076679999999999984
decision_type=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 10 11 -8 13 -13
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.001623676672195375 -0.0013807768324540272 0.001862521342428798 -0.0018357205321215253 -0.0019558644686652185 0.0019822188753298381 -0.0014190646326346272 -0.00038646588491430465 0.0015536266725044712 -0.0015541596814450686 -0.0012922885529929138 -0.00044597050818989502 0.0012774097990807835 0.00022511590939522431 0.0028592525998984825
leaf_weight=0.001227148939092578 0.0010109742050907608 0.0018057449182191784 0.0010644876101348058 0.0010422488964058193 0.0012672372750678852 0.0013368678432072968 0.0012642822019027214 0.0017798735879251812 0.0015570879150428171 0.00132931813199888 0.0018715576395824662 0.0011513284136244742 0.0019409100502307819 0.0013907098084085679
leaf_count=224 252 345 468 536 179 119 291 196 481 129 216 197 167 110
internal_value=0 5.89749e-05 0.000168798 -1.11526e-05 0.000115895 0.000255424 9.47816e-05 0.000259519 4.02612e-05 0.000317711 0.000598622 0.000938789 0.00131254 0.00214281
internal_weight=0 0.0200288 0.0188017 0.0169959 0.0159537 0.0148892 0.0136219 0.0122851 0.0105052 0.00894811 0.00761879 0.00574723 0.00448295 0.00254204
internal_count=3910 3658 3434 3089 2553 2085 1906 1787 1591 1110 981 765 474 307
is_linear=0
shrinkage=0.00492917


Tree=1539
num_leaves=18
num_cat=0
split_feature=4 11 1 16 2 49 52 40 3 4 0 12 12 1 1 4 1
split_gain=9.00208e-05 0.000174094 0.000147512 0.000206757 0.000134192 0.00019494 0.000334697 0.000118121 0.000200595 0.000122068 0.000155986 0.000220338 0.000165555 0.000181236 0.000133014 0.000119594 9.19479e-07
threshold=0.24280000000000004 1.0000000180025095e-35 0.11198000000000001 -0.52488999999999997 0.10910500000000002 -0.045004999999999996 0.0053050000000000007 -1.0000000180025095e-35 0.10666500000000002 -0.23071499999999998 -0.07773999999999999 0.088590000000000016 0.086765000000000023 1.0000000180025095e-35 0.096035000000000023 0.0057500000000000008 0.11931500000000002
decision_type=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 -1 9 -9 11 12 13 -11 -12 -15 -4
right_child=2 -3 16 -5 5 6 -8 8 -10 10 14 -13 -14 15 -16 -17 -18
leaf_value=-0.0018038237716774114 0.001471884109855018 -0.0023844721986511679 0.0016528006844572396 -0.0018767549995247373 0.0028314604609758921 -0.0023393943964693767 0.0018042648394367736 -0.0020525255846589757 0.0019464751109983694 -0.0026103872925006791 0.0023718718295234883 -0.0029498862339155094 0.0017792317314336819 -0.00084206120229281072 -0.00020412580349581127 0.0014010729918860511 0.0018858930942162561
leaf_weight=0.0013982484109609792 0.0010472730187801593 0.0010055397090013565 0.0010043194209828354 0.0011411636141126493 0.0010687134959950773 0.0010098937756146112 0.00134793750555387 0.0011489504105054857 0.0012296429487150826 0.0010459388254097993 0.0011300167383268573 0.001007143870549343 0.0010345301968845422 0.0018235843737209878 0.0012508466417711084 0.0011465682867806137 0.0010005988746145944
leaf_count=180 76 228 92 120 102 170 157 98 54 614 350 692 328 166 171 51 261
internal_value=0 -0.000189455 0.000702717 -0.000274269 -4.83488e-05 0.000903393 2.94747e-05 -0.000315321 -0.000122915 -0.000388322 -0.000161734 -0.0006256 -0.000162115 -0.000662198 0.00101851 2.38561e-05 0.00176913
internal_weight=0 0.0166476 0.00419335 0.00218844 0.015642 0.00342654 0.00235783 0.0122155 0.0108172 0.00958758 0.00843863 0.00605777 0.00505062 0.00401609 0.00238086 0.00297015 0.00200492
internal_count=3910 3361 549 196 3133 429 327 2704 2524 2470 2372 1851 1159 831 521 217 353
is_linear=0
shrinkage=0.0054422


Tree=1540
num_leaves=15
num_cat=0
split_feature=15 158 156 15 49 52 12 15 47 1 13 43 13 48
split_gain=7.73434e-05 0.000130883 0.000110529 0.000124705 0.000133693 0.000145006 0.000210995 0.000309619 0.000174557 0.000308455 0.000171956 0.000192347 0.000153056 0.000126975
threshold=-0.24219999999999997 0.085745000000000002 0.088820000000000024 -0.11739999999999999 0.024250000000000004 0.11401500000000002 0.086765000000000023 1.0000000180025095e-35 0.091930000000000012 0.093720000000000012 -0.094679999999999986 -0.074254999999999988 -0.003375 0.084905000000000022
decision_type=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 13 -8 12 -12 -5
right_child=1 -3 -4 4 -6 -7 10 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0010253614115351545 -0.001252088090900163 -0.0019063281171521824 -0.001682428452373169 0.00078405317802267174 0.001848750620584272 -0.0016118475009202597 0.0023748406466891259 -0.0022192108839123046 -0.001369918516918934 0.0032227594509389567 0.0024403532448557101 -0.0015007709427722056 -0.00024571766766622749 -0.0013916291321682166
leaf_weight=0.0018050913364743701 0.0016806312722936713 0.0010459886124258777 0.0010102140193686123 0.0020108426107111367 0.0013072775703616294 0.0012348916963819271 0.001810647671253272 0.0017567722240172112 0.0013094994231499513 0.0010839899507104067 0.0012648625142793746 0.0010351310125158476 0.0010727238032877933 0.0011558536803885355
leaf_count=317 250 333 334 222 398 367 88 356 41 184 119 643 178 80
internal_value=0 -0.000108254 -2.19573e-06 9.93041e-05 0.000250289 9.81523e-05 0.000267081 -0.000304912 0.000299922 0.000814345 0.00107452 0.000376441 0.00120771 -1.00774e-05
internal_weight=0 0.0187793 0.0177333 0.0167231 0.0150425 0.0137352 0.0125003 0.00731696 0.00556019 0.00425069 0.00518337 0.00337272 0.00233759 0.0031667
internal_count=3910 3593 3260 2926 2676 2278 1911 883 527 486 1028 940 297 302
is_linear=0
shrinkage=0.00523088


Tree=1541
num_leaves=16
num_cat=0
split_feature=150 151 3 11 151 15 4 42 2 4 48 13 484 16 15
split_gain=7.84856e-05 0.000168233 0.000186368 0.000137111 0.00012913 0.000106037 0.000114375 0.00022265 0.00015858 0.000243792 0.000151827 0.000134887 0.000120459 0.000147788 0.000124861
threshold=0.083205000000000015 -0.056409999999999995 0.096385000000000012 0.079700000000000007 -0.03268999999999999 -0.24219999999999997 -1.0000000180025095e-35 0.091955000000000023 0.10393500000000001 0.070230000000000015 0.091555000000000011 -0.057284999999999996 0.084750000000000006 0.0015250000000000001 0.084050000000000014
decision_type=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 -8 12 -11 13 14 -7
right_child=1 2 -4 -5 5 6 8 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.0016434128071103195 0.0019719711874087694 -0.002177835269483939 0.0012606020716261818 -0.0019947938125359759 0.0017682017180846766 0.0020204375074835399 -0.0022796235028409418 -0.0020802613928344311 -0.0027211714689246227 0.0023567602822383319 0.0028078573898347369 -0.00031891217121547433 0.0022300686554856744 -0.0013822347564102697 -0.00039529533552970362
leaf_weight=0.0014928460630829485 0.0018833755868415958 0.0010191138375458117 0.0010861164370519205 0.0012871758137681924 0.0012230552522556953 0.0014240804896004655 0.0012266691487953455 0.0010205916545574442 0.0010287119458450844 0.0011182644764081706 0.001071634630482543 0.0014346654063540909 0.0010111780650391075 0.0016012457192003948 0.0014304910905597254
leaf_count=311 313 143 48 224 250 254 319 435 218 81 110 82 150 231 741
internal_value=0 0.00071796 -0.000403899 -0.000185497 -3.10972e-05 0.000146006 -1.44166e-05 0.000428536 -0.000710789 -0.000163614 0.000820125 0.000853117 0.000430492 2.21063e-05 0.000809859
internal_weight=0 0.00398861 0.00210523 0.0163706 0.0150834 0.0135906 0.0123675 0.00755922 0.00480831 0.0037796 0.00653863 0.00255293 0.005467 0.00445582 0.00285457
internal_count=3910 504 191 3406 3182 2871 2621 1921 700 482 1486 163 1376 1226 995
is_linear=0
shrinkage=0.00577531


Tree=1542
num_leaves=26
num_cat=0
split_feature=14 9 52 1213 45 1374 2 4 484 13 3 12 52 2 15 12 47 150 0 0 1 0 16 1 4
split_gain=0.000417753 0.000424234 0.00039351 0.000368545 0.000344149 0.000282924 0.000289557 0.000437311 0.000389245 0.000307067 0.000529346 0.000394734 0.000283039 0.000336566 0.000530329 0.000606313 0.000380334 0.000243776 0.000337163 0.000344717 0.000304791 0.000243365 0.000388721 0.00014095 8.97955e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.093765000000000015 0.086000000000000007 0.10946500000000002 -0.49837999999999999 -0.0043499999999999988 -0.26418499999999995 0.11818000000000002 0.09112000000000002 0.10599500000000002 0.099015000000000006 -0.11739999999999999 -0.023959999999999995 0.09585500000000001 0.086420000000000011 -0.10943499999999999 -0.084304999999999977 0.085990000000000011 -0.083424999999999985 -0.079209999999999989 0.10937500000000001 0.41452500000000009
decision_type=2 2 2 2 2 2 2 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 23 13 14 -10 -16 17 18 20 -20 -17 -21 -23 -11 -12
right_child=-2 2 3 4 -6 -7 9 8 12 10 24 -13 -14 -15 15 16 -18 -19 19 21 -22 22 -24 -25 -26
leaf_value=0.00082316054002132722 -0.00072400376458423476 -0.00078590209236811728 -0.00069076668035414053 -0.00066419805123794624 -0.00069781737093780184 -0.00060894831038212332 0.0010040934851790913 -0.00073092201056530466 -0.00068518531044359688 0.00050338007211809784 -3.4573947683451281e-05 -8.2942578529212756e-05 -0.00035637564639678742 0.00070655371547912837 -0.00076493944642105579 0.00023294775740408241 0.00085135471338425707 -0.00028439823189086144 -0.0004130677655339009 0.00086091623665722255 0.0011840669681373753 -0.00054053041882047429 0.00049805541401373049 0.0011444708920537435 -0.00057043806094041075
leaf_weight=0.0011506747561382388 0.001425080647837639 0.0011380391783218638 0.0012673873757596812 0.0015491052228098134 0.0010733277070187333 0.0010448301244506677 0.001068034674296281 0.0010154081455343985 0.0013645993304452946 0.0011773866444677586 0.00117874658042183 0.0012589028342517294 0.0019632736635918349 0.0019664924617925897 0.00108198714477403 0.0012514231987950037 0.0018312864749550082 0.0016755085388830979 0.0016764409656466967 0.0010776458326961997 0.001191480564784797 0.0010461969606088079 0.0017363257693717056 0.0013153150882802278 0.0010906630824084607
leaf_count=126 126 345 570 84 42 98 108 394 123 56 26 183 342 149 75 32 34 130 255 26 21 193 197 142 33
internal_value=0 2.02059e-05 -8.63135e-06 1.99937e-05 5.03911e-05 7.85089e-05 0.000104613 2.32754e-05 7.96884e-05 0.000338987 0.000221007 0.000531398 0.000125768 0.000185303 0.000111734 0.000198259 0.000288991 0.000182326 0.000280327 9.65508e-05 0.000696838 0.000317874 0.000107559 0.000841662 -0.000292107
internal_weight=0 0.0331905 0.0320398 0.0309018 0.0296344 0.0285611 0.0275162 0.0204272 0.0188781 0.00708905 0.00602101 0.0037516 0.0178627 0.0158994 0.0139329 0.0125683 0.0114863 0.00965502 0.00797951 0.00553661 0.0024429 0.00386017 0.00278252 0.0024927 0.00226941
internal_count=3910 3784 3658 3313 2743 2701 2603 2055 1971 548 440 381 1577 1235 1086 963 888 854 724 671 53 416 390 198 59
is_linear=0
shrinkage=0.00134594


Tree=1543
num_leaves=31
num_cat=0
split_feature=31 133 133 401 52 1 45 13 48 14 15 52 13 49 47 16 13 15 47 3 52 48 150 13 13 43 3 160 2 2
split_gain=0.000842547 0.000656256 0.000605991 0.000752369 0.000534393 0.000513098 0.000439896 0.00061236 0.00059087 0.000503976 0.000553292 0.000400913 0.000433759 0.000353463 0.000352273 0.000341562 0.000336833 0.000310341 0.000715778 0.000472808 0.000288683 0.000280454 0.000637681 0.000492689 0.000265422 0.000532662 0.000233732 0.000205555 0.000399799 0.000147522
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 0.087020000000000014 -0.42985499999999993 0.10113500000000002 0.093765000000000015 -0.17606499999999997 0.12738500000000003 -0.46795499999999995 -0.20388499999999996 0.11401500000000002 -0.10023999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.40374499999999997 -0.067059999999999995 1.0000000180025095e-35 0.096475000000000019 -0.073984999999999981 0.071660000000000015 0.083775000000000002 0.087235000000000021 -0.032264999999999995 0.16421000000000002 -0.17307499999999998 -0.01223 -0.081299999999999983 0.085155000000000022 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 7 -7 9 -9 -11 12 15 14 21 -6 -13 18 26 -20 -17 23 29 -14 25 -25 -12 -27 -29 -23
right_child=1 2 3 -5 5 6 -8 8 -10 10 17 16 13 -15 -16 20 -18 -19 19 -21 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0013300399459178886 -0.0012341471198156219 0.0010586174891829044 -0.00099740341586687913 -0.0013479257677534179 0.001140814029750039 0.0013123469858110244 -0.00072040080842574535 -0.00067928519084650718 -0.00065423805171728 0.0012857585148900994 0.00056410194255003066 -0.001352318934109372 -0.0008835057701865373 -0.00098797749523670919 -0.0009765374513673211 -0.00033269611835023077 -0.00012115928197444305 -0.00024435528312016335 0.00052612870945302698 -0.00067053693787005159 0.00062981122583659083 0.00044313793005231719 -0.00045406030274976531 0.001113833683696878 -0.0005567211671990024 0.00045054935793076853 0.0015463650767615165 -0.00094021788494944632 0.00016285285418029527 0.001186193676926698
leaf_weight=0.0010830391391572483 0.001091713834598911 0.0012091887206111531 0.0012827896653423423 0.0010433203337407706 0.0010659506249766082 0.0013457447293234734 0.0010396074832499389 0.00102216923864873 0.0016245626434674429 0.0016171735239340936 0.0010219240998765623 0.0011180402686208069 0.0019653839132209852 0.0011894712419906741 0.0010442606041322642 0.0015785954806162286 0.0010119631795501563 0.0019366200360231289 0.001788819267581232 0.0014123173334148476 0.0014102851857842325 0.0014908685407728503 0.0017068254879875067 0.0011010262332433731 0.0016422912880630358 0.0012341599594862815 0.0013361674409162402 0.0013340325149739382 0.001909744840759231 0.0011172777769075104
leaf_count=113 238 54 332 269 24 125 33 36 66 129 95 288 514 357 95 62 125 56 47 40 17 52 46 14 79 52 64 231 212 45
internal_value=0 -5.16374e-05 -1.90378e-05 -5.29801e-05 -1.68057e-05 1.80728e-05 0.000247636 0.000324426 0.000211372 0.00035012 0.000465584 -0.000130065 -6.1469e-05 -0.000177661 -0.000111398 0.00038943 -0.000767396 0.000288638 0.000474312 -1.83115e-06 0.000121457 -4.44853e-05 0.000280643 -0.000197198 -1.04085e-05 0.000150411 0.00112068 -8.64737e-05 -0.000290795 0.000761448
internal_weight=0 0.0406923 0.0396006 0.0383914 0.0373481 0.0360653 0.0141451 0.0131055 0.0117598 0.0101352 0.00911302 0.0219202 0.0197902 0.0157353 0.0145459 0.00405483 0.00213 0.00749585 0.00555923 0.00320114 0.00298888 0.0135016 0.00431497 0.00918664 0.00722125 0.00557896 0.00235809 0.00447794 0.00324378 0.00260815
internal_count=3910 3797 3559 3505 3236 2904 691 658 533 467 431 2213 1800 1697 1340 103 413 302 246 87 79 1245 143 1102 588 509 159 495 443 97
is_linear=0
shrinkage=0.00154607


Tree=1544
num_leaves=17
num_cat=0
split_feature=124 4 0 1 12 50 47 4 1 47 151 13 1375 12 42 16
split_gain=8.56e-05 0.000126533 0.000167827 0.000168939 0.000191659 0.000136938 0.000149127 0.000182447 0.000254504 0.00019067 0.000132147 0.000123843 0.000151918 0.000102206 7.81372e-05 7.01205e-05
threshold=0.08919500000000001 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.085185000000000025 0.10119500000000002 0.11603500000000001 0.24280000000000004 0.11198000000000001 0.087850000000000025 -0.085434999999999983 -0.0024749999999999993 -0.012944999999999998 0.088590000000000016 0.079890000000000017 -0.012324999999999997
decision_type=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 10 -5 14 -13 -6 -12 -14
right_child=-2 2 -4 5 13 -7 -8 8 -10 -11 11 12 15 -15 -16 -17
leaf_value=-0.0015492791032466211 0.0013164859417034479 -0.0026073518038789152 0.0014088223920239011 0.0019391766658931186 0.00070161081150143265 -0.0014824900601427479 -0.0014213125340765726 0.00035261049456591735 0.0033106899984589122 -0.0016755364385551354 0.0019648483813806475 0.00081361693998499411 -0.0021042337718531322 -0.0011082847869415384 0.00015578886392555115 -0.00036025120801980864
leaf_weight=0.0012289080300768715 0.0010413608346448991 0.0011505064270253751 0.0017675980882847766 0.0010560632640749263 0.0012458823253929593 0.001065387472033442 0.0010366457035628782 0.0016634322573352289 0.0010746353623188945 0.0011654074249645152 0.001001977832637559 0.001297987345878937 0.0010610217997443216 0.0015994755655913268 0.0011521691401332745 0.0010102126956308376
leaf_count=173 76 470 163 99 500 241 107 105 251 114 180 29 115 903 273 111
internal_value=0 -7.7517e-05 2.10562e-05 -0.000126887 -0.00097559 0.000142586 0.000292882 0.000462397 0.0015136 9.07619e-05 0.000403624 0.000110028 -0.000457228 -0.000315795 0.000997253 -0.00125363
internal_weight=0 0.0195773 0.0183484 0.0165808 0.00399586 0.0125849 0.0115196 0.0104829 0.00273807 0.00774484 0.00657943 0.00552337 0.00336922 0.00284536 0.00215415 0.00207123
internal_count=3910 3834 3661 3498 1873 1625 1384 1277 356 921 807 708 255 1403 453 226
is_linear=0
shrinkage=0.00473777


Tree=1545
num_leaves=16
num_cat=0
split_feature=51 1 457 15 41 133 49 3 14 0 52 12 2 16 0
split_gain=8.43793e-05 0.00017877 0.000118846 0.000162665 0.000119972 0.000166033 0.000114705 0.000165124 0.000121736 0.000216186 0.000249579 0.000199275 0.000145938 0.000112392 3.55855e-05
threshold=-0.40274499999999996 0.12730000000000002 0.088055000000000008 0.099325000000000011 0.078535000000000008 -0.090054999999999982 -0.006494999999999999 0.086245000000000016 -0.13131999999999996 -0.10071499999999999 0.083750000000000005 0.091650000000000023 0.093070000000000014 -0.057604999999999996 -0.071924999999999989
decision_type=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 -8 13 11 -11 -12 -10 -3
right_child=1 14 -4 -5 -6 6 8 -9 9 10 12 -13 -14 -15 -16
leaf_value=-0.0012702575263232045 -0.0016199801013787032 0.0018930750113021824 0.0010519219498465841 -0.0018603753641478673 -0.0015721138920949936 0.00033023105390565647 -0.001074283941725408 -0.0019329865329727749 0.00082155633523465631 -0.0018475330471125167 0.0022289563540399738 0.0004853168905850796 0.00012326514408435039 0.0025370340052653919 0.00071357881123846896
leaf_weight=0.0010005539969579749 0.0011191109982286807 0.001030619448689811 0.0016506292386557478 0.0011032685702848091 0.0010036439857588073 0.0014734984393213893 0.0010086966524212046 0.0011394019722983373 0.0019540656508165166 0.0017072211985708213 0.0011498258492222066 0.0012748207869069453 0.001527605085008335 0.0012470074497714645 0.0010089316140477192
leaf_count=145 398 152 175 345 155 387 89 72 154 617 474 382 122 75 168
internal_value=0 5.92526e-05 -8.76552e-05 -0.000207403 -8.25359e-05 2.73809e-05 0.000175078 -0.000656685 0.000395289 0.000562587 3.81231e-05 -0.000850241 0.00102756 0.00148984 0.0013096
internal_weight=0 0.0193983 0.0173588 0.0157082 0.0146049 0.0136013 0.0124821 0.0026129 0.00986924 0.00886055 0.00565947 0.00298204 0.00267743 0.00320107 0.00203955
internal_count=3910 3765 3445 3270 2925 2770 2372 459 1913 1824 1595 999 596 229 320
is_linear=0
shrinkage=0.0044645


Tree=1546
num_leaves=15
num_cat=0
split_feature=484 15 42 43 16 1 16 133 47 51 16 48 3 43
split_gain=8.45554e-05 9.06862e-05 0.000266743 0.000237358 0.000141798 0.000131042 0.000164354 0.000153481 0.000128686 0.000225815 0.000143671 0.000150118 0.000118004 0.000149575
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 0.0016850000000000001 -0.079209999999999989 1.0000000180025095e-35 0.0015250000000000001 0.017095000000000003 0.087850000000000025 -0.09021499999999999 -0.10808 0.016865000000000002 0.11265500000000002 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 -2 -8 9 -7 -11 -12 13 -10
right_child=1 2 -4 -5 -6 8 7 -9 12 10 11 -13 -14 -15
leaf_value=-0.0014935054606327323 -0.0023603122762093677 -0.004367426601611493 0.0012075823757002305 0.00078520376818033959 -0.0013202629554926915 0.0038656708981573921 0.0015641871829905399 -0.0013357908280516668 0.0018625406019587198 0.0022747019841906323 -0.0013943277235359526 0.0011534524467941049 -0.0018199161435497276 -0.00089596576288416478
leaf_weight=0.0012933813707993588 0.0012681683047550069 0.001031180544338095 0.0018807979891752938 0.00100261015830512 0.0011848876470515459 0.0010083389885426619 0.0014735592055886287 0.0011918032716501104 0.0014522944626214063 0.0015302638223812426 0.001464359228113111 0.0019425587885355533 0.0010786310558357215 0.0013878759618251024
leaf_count=612 485 349 620 157 227 148 116 177 116 304 233 192 62 112
internal_value=0 9.45242e-05 -0.000590158 -0.00164065 -0.00273817 0.000347572 -0.000579721 0.000267477 0.000717343 0.00127451 0.000745313 5.83673e-05 -0.000127986 0.000514571
internal_weight=0 0.0188973 0.00509948 0.00321868 0.00221607 0.0137979 0.00393353 0.00266536 0.00986432 0.00594552 0.00493718 0.00340692 0.0039188 0.00284017
internal_count=3910 3298 1353 733 576 1945 778 293 1167 877 729 425 290 228
is_linear=0
shrinkage=0.00600863


Tree=1547
num_leaves=30
num_cat=0
split_feature=1429 1213 151 4 480 151 483 16 38 133 475 1375 1374 1 15 403 43 12 0 13 47 0 4 52 133 12 0 1 0
split_gain=0.000781551 0.000516956 0.0004564 0.000625265 0.000751641 0.000558414 0.000510715 0.000404292 0.000436254 0.000431389 0.000400535 0.000325578 0.000332546 0.000484147 0.000448897 0.000444532 0.00054667 0.000506974 0.000425076 0.000462431 0.000342314 0.000709273 0.00033505 0.000311588 0.000299905 0.000414296 0.000487071 0.000263559 0.000414463
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.08456000000000001 -0.14171999999999998 0.088030000000000011 -0.53943499999999989 1.0000000180025095e-35 -0.24098999999999995 -0.08594499999999998 -0.43271999999999994 0.081625000000000017 1.0000000180025095e-35 0.090505000000000016 0.03138500000000001 -0.079374999999999987 1.0000000180025095e-35 -0.089879999999999974 -0.10023999999999998 0.09252500000000001 -0.074249999999999997 0.05309500000000001 -0.088779999999999984 0.086895000000000014 0.084100000000000022 -0.014809999999999999 0.10031000000000002 -0.14534499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -11 -12 13 18 15 16 17 -15 19 -13 22 -22 27 -20 25 -25 -27 28 -18
right_child=1 2 3 -5 -6 6 -8 8 -10 10 11 12 -14 14 -16 -17 20 -19 23 -21 21 -23 -24 24 -26 26 -28 -29 -30
leaf_value=-0.001105427326664645 -0.00074025473226249725 -0.00080210543063532526 0.0010330080181958079 0.0011065913556068435 -0.0010933767113223349 0.00089277814339556527 -0.00086251380003039228 -0.00078321095292781511 -0.00066094619188065376 -0.00069099620502500959 -0.00059310882049066625 9.0226678231567411e-05 -0.00057536003458823724 0.00052366110829020474 -0.00033317899593908175 0.001207787528794569 0.0005910378334760141 -0.00063727786516288556 0.00064841429401213803 -0.0010760659936070568 -0.0005259660009359295 0.00080101894385305628 0.0012147006905175314 0.00079849038111668672 -0.0004930450194159052 0.00030989904713515253 -0.0008223653531131491 0.00091250915074379216 -0.00042869717974722895
leaf_weight=0.0011686435493777339 0.001589665397676159 0.0011221776506196149 0.0010644141024940259 0.001023303775830541 0.0010302764838604752 0.0010550605661244694 0.0010921262310069615 0.0010096722027149166 0.0015065244233873889 0.001083061509618787 0.0010460829810288166 0.0011926215144368868 0.0010353670392232442 0.0011462313252923488 0.0015537342602864887 0.0012138105155941057 0.0024163878839829093 0.0016804435427406617 0.0016506106538794994 0.0012734875683881207 0.001501355164904794 0.0014196628920473131 0.0015719760778922232 0.0013372691540034726 0.0016869769993825001 0.0018838228236803811 0.0010844662090114809 0.0018830406953973533 0.0010297463256971852
leaf_count=181 592 85 84 207 242 98 159 200 69 138 16 24 60 119 177 23 38 115 166 191 69 55 56 27 281 214 24 87 113
internal_value=0 1.15539e-05 4.33444e-05 6.93577e-05 3.94153e-05 7.33246e-05 4.26982e-05 7.33418e-05 4.56373e-05 8.14788e-05 0.000111909 0.000143408 0.000172415 0.000202746 0.000352851 0.000429742 0.000355079 -0.000166511 -2.61604e-05 -0.000512042 0.000505185 0.000118971 0.000668657 0.000130612 -1.20135e-05 0.000176461 -0.000103774 0.000507587 0.000286329
internal_weight=0 0.0391834 0.0375937 0.0364715 0.0354482 0.034418 0.0333535 0.0322614 0.0312064 0.0296998 0.0286902 0.0276071 0.026561 0.0255256 0.0154164 0.0138627 0.0126488 0.00282667 0.0101093 0.00246611 0.00982217 0.00292102 0.00690115 0.00764315 0.00599254 0.00430556 0.00296829 0.00532917 0.00344613
internal_count=3910 3729 3137 3052 2845 2603 2519 2360 2262 2193 1993 1855 1839 1779 852 675 652 234 927 215 418 124 294 712 546 265 238 238 151
is_linear=0
shrinkage=0.00134594


Tree=1548
num_leaves=28
num_cat=0
split_feature=151 4 1213 14 52 403 1456 47 38 131 51 39 43 13 49 49 52 2 3 160 457 48 13 2 16 52 52
split_gain=0.00046834 0.000522335 0.000514141 0.000462885 0.000402492 0.000433803 0.000395591 0.000386585 0.000366972 0.000332121 0.000346161 0.000445128 0.00034104 0.000466642 0.000480166 0.000311571 0.00026088 0.000238243 0.000335711 0.000421301 0.000264313 0.00033469 0.000248558 0.000184972 0.000183577 0.000190055 0.000242788
threshold=-0.40391999999999995 0.28937500000000005 -1.0000000180025095e-35 -0.46637499999999993 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096475000000000019 1.0000000180025095e-35 0.097135000000000013 -0.40274499999999996 0.090455000000000021 0.16180500000000003 -0.094679999999999986 -1.0000000180025095e-35 0.10447000000000002 0.083750000000000005 0.092450000000000018 -0.013944999999999997 0.088485000000000008 -0.0015249999999999997 0.091555000000000011 0.16421000000000002 0.087005000000000013 -0.19424999999999998 0.0033900000000000002 -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
left_child=-1 2 -2 -3 -4 -6 -7 -5 9 10 -8 12 13 14 -12 17 -16 20 22 -20 -15 23 -19 24 -22 26 -26
right_child=1 3 4 7 5 6 8 -9 -10 -11 11 -13 -14 15 16 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 -28
leaf_value=-0.00099018982046990972 -0.00097292649258440451 -0.00025021393186045951 -0.00083235340484041746 0.0013338315172115906 -0.0008930427255353727 -0.00071871633206605564 -0.00072434177580267816 0.00021746875169088704 -0.00070466992931450425 0.00083657435878104229 -0.00025543654681459474 0.00085721936308482132 -0.00071531255776945298 -0.00060495204687298603 0.0012400621732165211 0.00078060506478205447 0.00035822159135015844 0.00049780282292394013 -0.0012088286936209579 2.052952244688737e-05 -0.00035420853953172052 0.00096022791684063783 -0.00044384975813124486 -0.00040927785633017733 0.00056371706362036986 0.00073657858253887423 -0.00027412403738441641
leaf_weight=0.0010289912976531026 0.0012473239786675297 0.0011736332215992462 0.0012319151955652299 0.0015100750345775895 0.0010648223359039912 0.0013312572633948907 0.0010491243289636456 0.0011673816816591964 0.0011587956833665194 0.0013506577369337682 0.0011153847542419992 0.001661153316062646 0.0011023933686353229 0.0010505843397343182 0.0016889953924179501 0.0010093427427004817 0.0012310501470783608 0.0013044224302020124 0.0014278428883753866 0.0010103736998665624 0.0010978176623300728 0.0010010181154486153 0.001093954541315556 0.0014228486392373063 0.0013215318298100895 0.0014846385579505572 0.0016515197480958749
leaf_count=85 590 65 331 301 550 280 58 40 45 70 76 84 169 129 52 50 43 169 72 30 22 40 35 188 103 109 124
internal_value=0 7.4731e-06 -5.71465e-05 0.000512685 -1.75686e-05 1.87601e-05 5.53089e-05 0.000847093 9.61447e-05 0.000134691 9.29724e-05 0.000132533 7.23832e-05 0.0001183 0.000557695 -8.95804e-07 0.000868291 -5.7781e-05 -0.000318712 -0.000699394 8.19779e-05 0.000172421 6.82936e-05 5.9413e-05 0.000179452 0.000310879 9.82993e-05
internal_weight=0 0.0339599 0.0301088 0.00385109 0.0288614 0.0276295 0.0265647 0.00267746 0.0252334 0.0240747 0.022724 0.0216749 0.0200137 0.0189113 0.00403543 0.0148759 0.00292005 0.0138666 0.00483659 0.00243822 0.00902996 0.00797937 0.00239838 0.00697836 0.00555551 0.00445769 0.00297305
internal_count=3910 3825 3419 406 2829 2498 1948 341 1668 1623 1553 1495 1411 1242 171 1071 95 1021 306 102 715 586 204 546 358 336 227
is_linear=0
shrinkage=0.00145689


Tree=1549
num_leaves=17
num_cat=0
split_feature=1374 457 484 1 0 42 15 3 47 2 1 15 3 15 52 3
split_gain=8.19333e-05 0.000195318 0.000212414 0.000150398 0.000148983 0.000144413 0.000186397 0.000146466 0.000215158 0.000155551 0.000147752 0.000173941 0.000156902 0.000211928 0.000126603 7.23314e-05
threshold=-0.094679999999999986 0.088055000000000008 -0.0043499999999999988 0.12864500000000004 -0.053834999999999994 0.092395000000000019 0.091600000000000015 -0.100615 0.09252500000000001 0.086130000000000012 0.085110000000000005 -1.0000000180025095e-35 0.090325000000000003 -0.094924999999999995 0.086950000000000013 -0.077894999999999978
decision_type=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 10 -4 11 -9 13 -12 -13 -7
right_child=1 -3 3 4 -6 15 -8 8 -10 -11 12 14 -14 -15 -16 -17
leaf_value=-0.0012984886878890296 -0.002122856101806131 0.0019150522189240163 -0.00016026212952347063 0.0025039312004613542 2.5883385641075067e-06 -0.0021380554327239142 -0.0018398460942541184 -0.0019707140495922979 -0.0020417319256177619 0.0021844410359967777 0.0032481931061164732 0.0011316881610312999 -0.00022672290319980114 0.00047407215554704136 -0.0010028443699546432 -0.00036893605958587041
leaf_weight=0.0010466998446272404 0.0010551258791462867 0.0011983456626310221 0.0010645369623176722 0.001060216969559144 0.0010778848534100721 0.001045632229473889 0.0010375820743540329 0.0011768840555963986 0.0010540084679779788 0.0015743871447573277 0.0010224485970684177 0.001477065911665968 0.0018834524360684668 0.0015631760187428956 0.0010795921017973387 0.0010295016556652195
leaf_count=68 588 155 103 151 134 243 265 467 158 229 65 257 119 309 262 337
internal_value=0 6.23403e-05 -5.96381e-05 6.73249e-05 0.00124293 -0.000100153 8.60052e-05 0.000253986 -2.67098e-05 0.00123859 0.000232214 -0.000463471 0.0008134 0.00157106 0.000230346 -0.00126037
internal_weight=0 0.0193998 0.0182015 0.0171464 0.0021381 0.0150083 0.0129331 0.0118956 0.00925663 0.00263892 0.00820262 0.00373354 0.00446908 0.00258562 0.00255666 0.00207513
internal_count=3910 3842 3687 3099 285 2814 2234 1969 1637 332 1479 986 493 374 519 580
is_linear=0
shrinkage=0.00473777


Tree=1550
num_leaves=16
num_cat=0
split_feature=4 0 15 150 15 48 51 3 52 12 0 4 43 16 3
split_gain=8.18143e-05 0.000122909 0.000187615 0.000117056 0.000152899 0.000149686 0.000188731 0.000110206 0.000132758 0.000144985 0.000143752 0.000302145 0.000226342 8.79129e-05 5.5776e-05
threshold=0.24280000000000004 -0.11756999999999999 -0.15202999999999997 -0.081029999999999977 -0.10192499999999999 0.093225000000000016 0.08955500000000001 0.11476000000000001 -0.27466499999999994 0.099170000000000022 -0.072559999999999986 -0.23071499999999998 -0.0037249999999999996 -0.087089999999999987 0.096385000000000012
decision_type=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 -6 10 12 -12 -10 -14 -7
right_child=1 -3 -4 4 5 14 -8 -9 9 -11 11 -13 13 -15 -16
leaf_value=0.0013820704083172283 0.001150106172824765 0.0016026016290758087 -0.0014820526731886673 -0.0019097098930343308 -0.0018165550608319825 0.001852899505051335 -0.0022935704324669793 0.0010583991932977869 -0.0018648444742850965 -0.0017830093535594201 -0.00062836277114092622 0.0024153323420678936 0.0011329839780596315 -0.00059498930523943028 0.00028220614473964834
leaf_weight=0.0010369638839897713 0.0013026118389231969 0.0016273949857341643 0.0011396267455825448 0.0011684140842902523 0.0011872622321065932 0.0010099964351310007 0.001004228027503753 0.0014722082708127368 0.0015758569298568751 0.0010317848708275429 0.0014350371069283829 0.0014944968095578224 0.0015466771591791661 0.0011539666929400727 0.0010199393223144781
leaf_count=107 100 326 123 267 315 148 293 54 1088 261 103 207 198 256 64
internal_value=0 0.000593965 -7.81434e-05 -0.000157738 -0.000263483 -0.000125416 -0.000328233 -0.00014712 -0.000335423 -0.000121958 0.000115877 0.000924373 -0.000437967 0.000394633 0.00106371
internal_weight=0 0.00406963 0.00244224 0.0161368 0.0150999 0.0139315 0.0119015 0.0108973 0.00942508 0.00823782 0.00720603 0.00292953 0.0042765 0.00270064 0.00202994
internal_count=3910 549 223 3361 3254 2987 2775 2482 2428 2113 1852 310 1542 454 212
is_linear=0
shrinkage=0.00473777


Tree=1551
num_leaves=16
num_cat=0
split_feature=0 16 0 12 15 16 42 16 1 15 49 1 48 4 4
split_gain=8.63511e-05 0.000137796 0.000187306 0.000155834 0.000138838 0.000183785 0.000135228 0.000150059 0.000135943 0.000129567 0.000118897 0.000153543 9.65071e-05 9.33752e-05 9.10998e-05
threshold=0.18055000000000002 0.050115000000000007 -0.077944999999999987 0.085945000000000008 -0.0039399999999999991 0.24895000000000003 -1.0000000180025095e-35 -0.0017249999999999998 0.085110000000000005 -0.064869999999999983 -0.047309999999999998 0.11052000000000002 0.08955500000000001 0.00046500000000000008 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 9 -6 -1 8 -8 -3 14 13 -13 -12 -10
right_child=-2 4 3 -5 5 -7 7 -9 10 -11 11 12 -14 -15 -16
leaf_value=-0.001381177730505606 0.0012418184922844183 -0.0011596523815981502 0.0023578032320503914 0.00015579000103386012 -0.0004116542997126873 -0.002694028234865177 -0.0011324850000322773 0.0017057124346545023 0.00016402672066923691 0.00083367821236297619 0.0013655351980604918 -0.00014364251167981156 -0.0020577466932369323 -0.00022706661366679598 0.0020255384378483911
leaf_weight=0.0013411467156875809 0.0010098109968692251 0.0010198930927079047 0.0012308615241196997 0.001231927322493831 0.0016643336680892675 0.001138083569899917 0.0018602288253667179 0.0010018966397566395 0.0010066734520677301 0.0016122916621624517 0.0012752810148016214 0.0010178524245073109 0.0010008140663010368 0.0015779564014863912 0.0010079404595296215
leaf_count=716 44 294 217 456 215 172 813 148 87 183 191 131 70 100 73
internal_value=0 -7.17083e-05 0.000164412 0.00125632 -0.000660536 -0.00133854 -7.80755e-05 0.000101196 -8.25937e-05 6.13221e-05 0.000201009 -0.000168823 -0.00109262 0.000484762 0.00109537
internal_weight=0 0.0189872 0.0135526 0.00246279 0.0054346 0.00280242 0.0110898 0.00974864 0.00874675 0.00263218 0.00688652 0.0048719 0.00201867 0.00285324 0.00201461
internal_count=3910 3866 3002 673 864 387 2329 1613 1465 477 652 492 201 291 160
is_linear=0
shrinkage=0.00437696


Tree=1552
num_leaves=31
num_cat=0
split_feature=52 9 1348 14 1456 1213 1373 133 1456 160 50 129 15 158 376 16 47 1 15 2 13 3 49 3 43 12 4 4 48 16
split_gain=0.000832931 0.000769408 0.000578165 0.000729687 0.000600345 0.00055682 0.000438524 0.000444274 0.000435992 0.00047409 0.000526128 0.00047763 0.000511069 0.000406783 0.000462803 0.000594497 0.000589982 0.000431189 0.000468989 0.000631491 0.000572187 0.000558776 0.000841516 0.000609805 0.000519364 0.00133704 0.000378078 0.000568536 0.000269649 0.00026146
threshold=-0.51745999999999992 -0.016839999999999997 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -0.081334999999999977 0.099250000000000019 -0.24173499999999998 1.0000000180025095e-35 -0.40446999999999994 0.09525500000000002 0.087190000000000017 -0.26361999999999991 0.084965000000000027 0.11605500000000001 0.28937500000000005 0.11939500000000002 0.10937500000000001 -0.095799999999999982 0.094825000000000007 0.16421000000000002 -0.115685 -0.091004999999999989 0.090325000000000003 -0.17307499999999998 0.086935000000000012 0.0021050000000000005 -0.010764999999999999 0.085575000000000012 -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 -3 -6 7 -7 9 -9 11 12 -11 14 15 16 17 18 19 28 21 -20 -23 24 -24 26 27 -26 -14 -12
right_child=1 2 -4 -5 5 6 -8 8 -10 10 29 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012850376424651977 0.0012969865917923473 -0.00095872798219803095 0.00099395592746923892 -0.0011967480599390876 -0.00099245934666651581 -0.00087494357861474573 -0.00087729613966654977 -0.00082019383738784579 -0.00080746478905563402 0.00093796836168508028 0.0013888069639755279 -0.00080536704782200718 -0.00042207455588689249 -0.00082193132489552327 -0.00078715983422468461 0.00072359249063713965 -0.00094070327682276933 0.00056353846863219873 0.00093642307890402245 0.000388302875812141 -0.0008843084679908274 -0.00082662664064471155 0.00096535199638997469 0.00094782309379547083 0.0004065256023090089 -0.0014626887879958747 0.0010452290242136918 -0.00085262341442806798 -0.0014513364884313658 0.00037641513208699087
leaf_weight=0.0011188129516433434 0.0010075131366551462 0.001429706273295305 0.001216405916290463 0.0011812228335597022 0.0011623954700612496 0.0010510226177963536 0.0010920163419738662 0.0011157889575387206 0.0011218213453878514 0.0017218462069932194 0.0010731436638486969 0.0011974421202833865 0.0011667152420340296 0.0010094840382093287 0.001146529368611481 0.0037820670633053046 0.0011678591547390474 0.0043379664650715624 0.002152678727718166 0.0012830732772947107 0.0010750860703794283 0.0017835885435673058 0.0012061333124222537 0.0023232548686493715 0.0026901700302630616 0.001264427373417254 0.0010439116421423478 0.0011222135297384401 0.0010846174292182542 0.0011857902176861659
leaf_count=275 121 315 49 118 340 210 28 177 283 172 23 136 41 105 11 58 44 161 54 54 59 58 21 64 172 409 20 111 83 138
internal_value=0 1.2928e-05 -1.6349e-05 -4.49477e-05 -1.23918e-05 2.11301e-05 5.11871e-05 7.77945e-05 0.000104817 0.000133298 0.000163854 0.000115738 0.000150908 0.000105185 0.000137875 0.000176464 8.91592e-05 0.000142534 4.21646e-05 -0.000443742 0.000159301 0.000241882 0.000111117 0.000284436 7.40841e-05 -0.000101547 0.000252852 3.58824e-05 -0.000917939 0.000857369
internal_weight=0 0.0451959 0.0441884 0.042972 0.0417907 0.040361 0.0391986 0.0381066 0.0370556 0.0359338 0.034818 0.0325591 0.0313616 0.0296398 0.0286303 0.0274838 0.0237017 0.0225338 0.0181959 0.00353441 0.0146615 0.0135864 0.0114337 0.00965011 0.00732686 0.00612072 0.0048563 0.00381238 0.00225133 0.00225893
internal_count=3910 3635 3514 3465 3347 3032 2692 2664 2454 2171 1994 1833 1697 1525 1420 1409 1351 1307 1146 178 968 909 855 797 733 712 303 283 124 161
is_linear=0
shrinkage=0.00148603


Tree=1553
num_leaves=30
num_cat=0
split_feature=1429 1213 1348 14 1456 9 4 11 1374 16 1374 12 160 51 484 43 13 2 43 52 13 52 52 150 13 15 12 15 0
split_gain=0.000583067 0.000566209 0.00046447 0.000763432 0.000612698 0.000393004 0.000349853 0.000585022 0.000395785 0.00038745 0.000327215 0.00031812 0.000362086 0.000410898 0.00034173 0.000348764 0.000505392 0.000415368 0.000378406 0.000341664 0.000334312 0.000323771 0.000319523 0.000318105 0.000296956 0.000487116 0.000250996 0.00019105 0.000168928
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50541500000000006 0.088315000000000018 0.086000000000000007 -0.52488999999999997 -0.094679999999999986 -0.095029999999999989 -0.091109999999999983 0.077145000000000005 0.085815000000000016 -0.071899999999999978 -0.094679999999999986 0.085155000000000022 -0.078644999999999979 0.071660000000000015 0.0015650000000000002 -0.24456499999999998 -0.030179999999999995 0.083205000000000015 0.23436000000000004 0.083935000000000023 1.0000000180025095e-35 0.090325000000000003 -0.076099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -12 26 14 15 18 27 -18 21 23 -19 -14 -23 -15 25 -24 -13 28 -17
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 11 12 13 19 -16 16 17 20 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0011330673047762726 -0.00092285686743571874 -0.0010045143209303777 0.0010374145213584505 -0.0011813966461436372 0.00098126864276713074 0.00085342063042195544 0.0008888526283225848 -0.00093854560041513628 -0.00082187029688988468 -0.00064979544348078909 -0.00057617633999223529 2.0280073294998681e-05 -0.0006408158523000955 -0.00023825465804906863 0.0009035872175456593 -0.00044370012308893433 -0.0012613500764999874 -0.00076561361484202403 0.00097810776165304205 0.0012491764356244825 0.00032843228293073676 0.00086624058352124088 -0.00094480231115842597 0.00085917795003200936 0.00069351110758808336 0.00034374302804798226 -0.00093474811498195777 0.00069970060547225213 0.00032619624174484718
leaf_weight=0.0010031681087995783 0.0013656819975942638 0.0011423854195019281 0.0010263892564363877 0.0011240280199111821 0.0010871954879586162 0.0015037647174365098 0.0011145406794418602 0.0012881031310207893 0.0010214574464438844 0.0012977078833955593 0.0013799636797917582 0.0014743057120432104 0.0010103447149869549 0.0011436533566295806 0.0011522204238936231 0.0011269427968850776 0.0012274094587232613 0.0012006951706717839 0.0014247068470447056 0.0014038825121147624 0.0012683088260345143 0.0014666033288319724 0.0011584616219183219 0.0011903587832984286 0.0011064557895590355 0.0014699243951348251 0.0010338472719955971 0.0012274879137548211 0.001425350395533701
leaf_count=181 592 285 49 110 124 97 167 78 83 62 84 43 80 119 76 54 319 323 59 40 90 144 137 56 42 87 282 19 28
internal_value=0 1.55907e-05 5.27429e-05 2.25471e-05 6.43842e-05 0.000103517 7.18306e-05 4.04326e-05 8.59342e-05 0.000120674 7.69288e-05 0.000116403 0.000158859 0.000225597 0.000123494 6.40182e-05 -0.000164136 -0.000554837 0.000287383 0.000669881 -0.00020361 0.000128962 0.000278486 0.000321442 4.76857e-05 -0.000224184 -0.000373377 0.000217947 -1.37448e-05
internal_weight=0 0.0358622 0.0344965 0.0334701 0.0323461 0.0312037 0.0301165 0.029002 0.0277139 0.0266924 0.0251886 0.0238909 0.022511 0.0200028 0.0162649 0.0151127 0.00747619 0.00369641 0.0076365 0.00373789 0.002469 0.00621179 0.00520145 0.00233401 0.00373484 0.00262839 0.00250815 0.00377978 0.00255229
internal_count=3910 3729 3137 3088 2978 2693 2569 2402 2324 2241 2144 2082 1998 1673 1458 1382 833 732 549 215 413 490 410 175 266 224 325 101 82
is_linear=0
shrinkage=0.00148603


Tree=1554
num_leaves=30
num_cat=0
split_feature=1429 1213 1348 14 1456 4 11 1374 3 1374 376 52 13 2 51 42 16 0 39 16 4 0 2 2 15 2 0 3 43
split_gain=0.000585413 0.00053776 0.000473516 0.000864868 0.000540805 0.000484482 0.000717901 0.000642311 0.000483301 0.000391334 0.000441493 0.000475165 0.000550314 0.000548741 0.000546472 0.000390178 0.000381048 0.000447152 0.000452183 0.000287979 0.000338421 0.000310066 0.000459661 0.000241001 0.00023227 0.000218981 0.000213087 0.000183503 0.000138512
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.50541500000000006 0.088315000000000018 0.087785000000000016 -0.15002999999999997 -0.094679999999999986 0.11605500000000001 0.11401500000000002 -0.089899999999999994 0.097940000000000013 0.013805000000000001 0.08622500000000001 0.51388000000000011 -0.23029999999999998 0.005105000000000001 0.18126 -0.084009999999999987 -0.10131499999999999 0.085155000000000022 0.11500500000000001 -0.10192499999999999 0.075670000000000015 -0.082994999999999985 -0.08824499999999999 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 -10 11 12 13 15 -13 -11 17 -14 19 20 27 24 -23 -15 -22 -26 -24 -19 -6
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12 14 16 23 -16 -17 -18 18 -20 -21 21 22 26 -25 25 -27 -28 -29 -30
leaf_value=-0.0010548994674775252 -0.00081045898538040478 -0.00090035299009235249 0.001030049406192076 -0.0012052663269306256 0.0011507200344659952 0.0010116975418733398 -0.00097055420093231039 -0.0010014575849497797 -0.0006394002599227741 -0.00024947191433583033 -0.00076676909743686385 -0.00097662463125035661 0.00073908145376005323 0.0013730738833002123 0.00026051594249421137 0.00077619799397902871 0.00082293184320852844 -4.4526766248286128e-05 0.00058751588477356348 -0.00081249435264201789 -0.00039242213286069577 -0.001376479782161421 0.00017960767225619193 0.00052540149650996139 0.0008385715442837874 -0.00010017153707945764 -0.00071027478553902076 0.00078008232258320524 0.00047011322390330332
leaf_weight=0.001123933215859906 0.0016181446631470522 0.0011982972806053585 0.0010127149249092851 0.0011827838133802162 0.0010559198640773815 0.0011824054138497983 0.001368231562850041 0.001070243524119662 0.0014781181387739642 0.001829892667192406 0.0011122769919782441 0.0015430760476544117 0.0016589709077265884 0.0019001126617226305 0.0014892848985805229 0.0013816053522972549 0.0014079661658337175 0.0010795060220565311 0.0019064661656321156 0.0013471429869830751 0.0015071036412874772 0.0010373038237067433 0.0013049601246934084 0.0011384207218849696 0.0010267052388144215 0.0010846193426070627 0.0010156807232475718 0.0012203109138311163 0.0015908978229521786
leaf_count=181 592 285 49 110 12 221 78 75 63 82 17 239 54 45 112 65 57 129 185 150 61 272 255 69 9 48 208 90 97
internal_value=0 1.16893e-05 4.7518e-05 1.9969e-05 6.14508e-05 9.56127e-05 6.234e-05 0.000107656 0.00014707 8.97811e-05 0.000131249 0.000171397 0.000246409 0.000611679 -0.000369027 0.000191777 0.000100035 2.83014e-05 -6.58074e-05 -0.000183053 -9.16417e-05 -0.000251415 -0.000570247 0.00105548 4.4466e-05 0.000356325 -0.000209869 0.000393021 0.000741634
internal_weight=0 0.0387492 0.037131 0.0361183 0.0349355 0.0337372 0.0325548 0.0311866 0.0301163 0.0274695 0.0259914 0.0248791 0.0218468 0.00625003 0.00303236 0.0032115 0.0155967 0.0141888 0.0125298 0.0106233 0.00927619 0.00697637 0.00335794 0.00303853 0.00361843 0.00211132 0.00232064 0.00229982 0.00264682
internal_count=3910 3729 3137 3088 2978 2693 2472 2394 2319 2210 2147 2130 1779 261 351 147 1518 1461 1407 1222 1072 853 735 114 118 57 463 219 109
is_linear=0
shrinkage=0.00145689


Tree=1555
num_leaves=16
num_cat=0
split_feature=453 4 1 15 13 133 50 3 4 48 150 12 42 4 15
split_gain=8.35424e-05 0.000189418 0.000118561 0.000115454 0.000130737 7.89189e-05 0.00011961 0.000126874 0.000140705 0.000104938 0.000215058 0.000177794 0.000215913 0.000236995 5.88241e-05
threshold=1.0000000180025095e-35 0.25367000000000006 0.11235500000000002 -0.10192499999999999 -0.45122499999999993 0.094185000000000005 0.086465000000000014 -0.15464999999999998 -0.34687499999999999 0.093225000000000016 0.086420000000000011 0.051320000000000005 0.091230000000000019 -0.083329999999999987 -0.017214999999999998
decision_type=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 -9 10 11 14 13 -13 -10
right_child=-2 2 -4 4 5 -7 -8 8 9 -11 -12 12 -14 -15 -16
leaf_value=-0.0015941467142440997 -0.0012821375677407123 0.00025876125527557486 0.0020516775580730505 0.0015439020179986147 0.0016485638054118067 -0.0014383985354071429 -0.0014603000561509772 -0.001612808741161022 0.00042449702590314652 0.0014631565821085668 -0.0018048190730091222 0.00058257413268485202 0.0012585375566134594 -0.0024319738456449647 0.0018836672180632774
leaf_weight=0.0012041516789857943 0.0011350094619105846 0.0018547778575223597 0.0016081225837788482 0.0011270169531663017 0.001109006248272316 0.0010547103546182735 0.0012837784373876887 0.0012194869944328621 0.0011210052120917968 0.0012056226903607303 0.0013729796341436784 0.0010361001195173681 0.0012648150726340401 0.001477574747492506 0.0015200739035105063
leaf_count=277 99 186 322 40 150 565 480 131 101 107 200 284 217 658 93
internal_value=0 6.6631e-05 0.00109137 -0.000155205 -3.80683e-05 -0.000168539 -6.23311e-05 9.61165e-05 -7.23833e-05 0.000136384 -6.88868e-05 0.000302384 -0.000369989 -0.00118942 0.00126432
internal_weight=0 0.0194592 0.0034629 0.0159963 0.0147922 0.0136652 0.0126104 0.0113267 0.0102177 0.00899817 0.00779255 0.00641957 0.00377849 0.00251367 0.00264108
internal_count=3910 3811 508 3303 3026 2986 2421 1941 1791 1660 1553 1353 1159 942 194
is_linear=0
shrinkage=0.00483252


Tree=1556
num_leaves=31
num_cat=0
split_feature=31 1429 1348 14 1456 1213 11 1374 376 1 1 43 42 0 2 2 1 42 403 0 3 0 51 15 12 16 42 43 15 16
split_gain=0.000816747 0.000479329 0.000440881 0.000791075 0.00046414 0.000395078 0.000349821 0.000405699 0.000378488 0.000412052 0.000535252 0.000790448 0.000544646 0.000392712 0.000547522 0.000338734 0.000326608 0.000376828 0.000364455 0.000617758 0.00050065 0.000283503 0.000248696 0.000401373 0.000287909 0.000264965 0.000379226 0.000221529 0.000212843 0.00016498
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.086000000000000007 0.11605500000000001 0.10521500000000002 0.09112000000000002 -0.077544999999999989 0.091955000000000023 0.16242500000000001 0.10705000000000002 0.099015000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 0.03138500000000001 -0.12329499999999999 0.090325000000000003 -0.089879999999999974 0.12342500000000002 -0.26361999999999991 -0.023959999999999995 0.51388000000000011 0.090415000000000009 -0.083899999999999988 -0.092059999999999989 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -12 13 14 15 16 17 -7 19 20 -18 -19 23 -11 -25 26 29 -23 -13 -26
right_child=1 2 -4 -5 5 6 -8 -9 -10 22 11 28 -14 -15 -16 -17 18 21 -20 -21 -22 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012567246554624611 -0.0010101204098778324 -0.00091839470123299843 0.00091117727651765556 -0.0012365404950870447 -0.00074002897496930982 -0.00068918608735053506 -0.00059493543353696923 -0.00077495464724536159 -0.00066072944130131416 0.001338810207950218 0.00059949974806920128 -0.0012182710078381281 -0.00063335382832655103 0.0010267959924616101 -0.00083638341464380454 0.00083687995436877206 0.0012326892175656299 -0.00036793730935977612 0.0011577336996236921 -0.00065029195437285635 -8.7814962213075761e-05 0.00076446263027400761 -6.8774892394964541e-05 -0.00023691854523922126 0.00023046571040479869 0.0011555415684872212 -0.00033528882560173096 -3.8206077887597068e-05 -0.00042031749621971318 0.00098004558932546573
leaf_weight=0.0010085937159393368 0.001022753764650163 0.0011045949985960804 0.0010113943897267488 0.0011019249312155246 0.0013313739927840176 0.0014851953839916119 0.0016110160269633403 0.0010730525958266837 0.0012178837477174733 0.0010659797307350505 0.0010685097909008956 0.0014722864333887031 0.0016143647412813758 0.0011918811163837981 0.0010164664017859879 0.0017467503138814964 0.0012869491181390913 0.0014520117408305874 0.0011010350012838899 0.0011355459724238237 0.0010750413531894765 0.0015790296445070693 0.0017595462400379347 0.0012031880174006027 0.001023391578471422 0.0011112529246553038 0.0011122771068539095 0.0012621968248760548 0.001270411378434754 0.0014446201502398281
leaf_count=113 179 322 49 122 541 367 92 88 31 171 102 50 290 18 116 89 20 138 14 188 26 127 70 73 55 15 43 143 176 82
internal_value=0 -4.55667e-05 -1.88534e-05 -4.50418e-05 -7.33074e-06 2.25215e-05 5.38755e-05 8.78464e-05 0.000119024 0.00015237 3.82284e-05 -0.000442655 0.000153159 0.000241752 0.000170545 0.000254967 0.000157014 -6.90394e-05 0.000441066 0.000215457 0.000631672 0.000145493 0.000410984 0.000532259 0.000386406 0.000546263 0.000357154 0.000407882 -0.000848661 0.000669223
internal_weight=0 0.0379519 0.0369292 0.0359178 0.0348159 0.0337113 0.0323799 0.0307689 0.0296958 0.0284779 0.0197577 0.00381121 0.0159465 0.0143321 0.0131402 0.0121238 0.010377 0.00577843 0.00459857 0.00349754 0.00236199 0.00429324 0.00872026 0.00696071 0.00589473 0.00469154 0.00358029 0.00284123 0.0027427 0.00246801
internal_count=3910 3797 3618 3569 3447 3125 2584 2492 2404 2373 1864 328 1536 1246 1228 1112 1023 775 248 234 46 408 509 439 268 195 180 270 226 137
is_linear=0
shrinkage=0.00142833


Tree=1557
num_leaves=15
num_cat=0
split_feature=150 151 3 151 159 15 43 16 2 16 16 13 0 2
split_gain=8.88567e-05 0.000164497 0.000156163 0.000152995 0.000159748 0.000168269 0.000206657 0.000155881 0.000180505 0.000225455 0.000161719 0.000149624 0.000228717 0.00017753
threshold=0.083205000000000015 -0.056409999999999995 0.096385000000000012 -0.03268999999999999 -0.034019999999999988 -0.24219999999999997 -0.074254999999999988 0.15737500000000001 0.087995000000000004 -0.114825 -0.089864999999999987 -0.0030249999999999995 -0.017269999999999997 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 11 8 10 -10 -8 13 -13 -7
right_child=1 2 -4 4 5 6 7 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0013368359430576497 0.0014252038094696299 -0.0013848153811568287 0.00083082151857177833 -0.0012852096015123317 0.0016400841806258424 0.0024994843725991488 -0.0019851892498599566 -0.0015641932071330381 -0.00028216771472786256 0.0022022124898085447 -3.4963267394779161e-05 -0.0012683388545933305 0.0012391127517443238 0.00029569379074912382
leaf_weight=0.0016389078708435164 0.0019010847851154145 0.0010446414087882929 0.0011228157860365684 0.0015014114821275551 0.0011526927751009238 0.0011968598246329676 0.0012031095608551895 0.0016519637994262676 0.0016299109515839072 0.0010042666132873135 0.0018138435752878285 0.0013018665473045962 0.0011795279743633813 0.0012942936458549131
leaf_count=322 313 143 48 473 250 157 250 274 152 364 539 269 45 311
internal_value=0 0.000539667 -0.000237041 -0.000140601 -9.28458e-06 0.000133376 -8.10557e-06 -0.000449687 -0.00012389 0.000664989 -0.00081268 0.000640438 -7.64247e-05 0.00135449
internal_weight=0 0.00406854 0.00216746 0.0165687 0.0149297 0.0134283 0.0122756 0.00730309 0.00565113 0.00263418 0.00301695 0.00497255 0.00248139 0.00249115
internal_count=3910 504 191 3406 3084 2611 2361 1579 1305 516 789 782 314 468
is_linear=0
shrinkage=0.00412451


Tree=1558
num_leaves=16
num_cat=0
split_feature=475 15 0 42 52 160 43 3 2 15 151 3 12 12 0
split_gain=8.8404e-05 0.00019616 0.000105885 0.000197091 0.000186284 0.000154365 0.000266831 0.000212449 0.000149113 0.000188599 0.000231891 0.000205561 0.000126253 0.000118208 9.37072e-05
threshold=-1.0000000180025095e-35 -0.0058549999999999991 -0.017269999999999997 -1.0000000180025095e-35 -0.0081949999999999992 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.087995000000000004 1.0000000180025095e-35 -0.0088999999999999982 0.11476000000000001 0.086865000000000012 0.093870000000000023 -0.098179999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -4 -5 7 -7 14 10 -10 -12 -2 -6 -8
right_child=2 -3 4 5 13 6 8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.002653943123025115 -0.002756769740452848 0.00056301640586107734 0.0025810984189669475 -0.001199798919963367 0.0011628278514624463 0.00053365810107836162 -0.00034027999591134268 0.0033383883683434507 -0.00097949403185867609 -0.0013128764957538808 0.003596702112498823 0.00054768397781246889 -0.00025786754816637194 -0.0010854107400279334 -0.0023620380289748428
leaf_weight=0.0010278143682953197 0.0011279099292075606 0.001046927088103832 0.0012099792536984233 0.0019185011726750084 0.0013424798829607685 0.0017417113518099492 0.00164299786201344 0.0012835280209471805 0.0010644778039814451 0.0012454327072649596 0.0011182707330463504 0.0013182218078326979 0.0010857381994345203 0.0012227059771559579 0.0010146781086199669
leaf_count=436 243 185 128 620 119 223 103 190 94 206 132 88 706 68 369
internal_value=0 -0.00103065 0.000108566 -9.38276e-05 0.000889235 0.000163842 0.000414688 0.00172363 -0.000120134 0.000435342 0.00105725 0.00194708 -0.00153112 9.1196e-05 -0.00111217
internal_weight=0 0.00207474 0.0183366 0.0145615 0.00377517 0.0123478 0.0104293 0.00302524 0.00740408 0.0047464 0.00350097 0.00243649 0.00221365 0.00256519 0.00265768
internal_count=3910 621 3289 2974 315 2025 1405 413 992 520 314 220 949 187 472
is_linear=0
shrinkage=0.00523088


Tree=1559
num_leaves=15
num_cat=0
split_feature=124 4 0 4 43 4 42 43 15 14 52 160 4 4
split_gain=9.79602e-05 0.000116095 0.000141969 0.000148633 0.000119232 0.000171353 0.000138993 0.000125714 0.000220956 0.000172565 0.000239908 0.000149779 0.00017103 5.54488e-05
threshold=0.08919500000000001 -0.49837999999999999 0.047345000000000005 -0.08422499999999998 0.0041500000000000009 -0.077679999999999985 0.097255000000000022 -0.079109999999999986 -0.088734999999999994 -0.13131999999999996 1.0000000180025095e-35 0.086110000000000006 -1.0000000180025095e-35 0.061775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -7 -9 11 12 -11 -14
right_child=-2 2 -4 4 -6 6 -8 9 -10 10 -12 -13 13 -15
leaf_value=-0.0015008917516535951 0.0014235753837766251 -0.0013846047340207673 0.001305758959164225 0.0018594004067265142 -0.0012414008517265859 0.00040440699822178919 0.00169066576758103 -0.0015028266001280309 -0.0023828395453583313 0.0017228591802779334 0.0022836358682295143 -0.0014255056984070426 -0.0010589115621651895 0.00029208050812484174
leaf_weight=0.0012120703095824656 0.0010221218802808343 0.0018572405020200978 0.0017262650205538401 0.0012403064728182022 0.001464231070384508 0.0012096375642203852 0.0010056437481726433 0.0012215121281913275 0.001351918332509216 0.0014945360663388974 0.0012757669721595866 0.0012674072565265204 0.0011519947004014547 0.0016711568276166419
leaf_count=173 76 514 163 345 586 324 223 86 566 162 283 87 132 190
internal_value=0 -8.17783e-05 1.41132e-05 -0.000123428 3.97527e-05 0.000185286 7.04626e-06 -0.000152023 -0.00106662 0.000137843 0.000429949 6.52285e-06 0.000426878 -0.000259196
internal_weight=0 0.0191497 0.0179376 0.0162114 0.0143541 0.0128899 0.0116496 0.0106439 0.00256156 0.00808237 0.00686086 0.00558509 0.00431769 0.00282315
internal_count=3910 3834 3661 3498 2984 2398 2053 1830 890 940 854 571 484 322
is_linear=0
shrinkage=0.00473777


Tree=1560
num_leaves=15
num_cat=0
split_feature=13 39 48 2 0 1 3 0 0 43 13 457 3 42
split_gain=8.87567e-05 0.000165213 0.000211373 0.000175206 0.000134602 0.000201623 0.000147175 0.000328834 0.00017336 0.000150559 0.000112806 8.31575e-05 0.000178377 4.50191e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11930500000000001 0.094825000000000007 -0.10575999999999998 0.11198000000000001 -0.12008499999999998 -0.053834999999999994 -0.07773999999999999 -0.0037249999999999996 -0.49820499999999995 0.081330000000000013 0.090325000000000003 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -3 5 11 13 8 9 -8 -1 12 -2 -6
right_child=1 3 -4 -5 6 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00027592764048071515 0.00052224206976338996 -6.4250612816717595e-05 -0.0030091913964318123 0.0034612534834340741 0.0012972217148983743 0.0027585452751611337 -0.0027078927690082554 -0.0044364259099542022 0.0015198427198712943 0.00012596866428618301 0.0025612070626691184 0.0012157009878475248 -0.0026948795474282658 -0.00048049965897810446
leaf_weight=0.0011599092108050824 0.0019231686261073624 0.0014369591342040444 0.0012255571864238099 0.0010192510439199845 0.001484664500702837 0.0013552813541934938 0.0016336055250753337 0.0011417220620610364 0.0012591262650482049 0.0015412849808432716 0.0012125428405391622 0.0013937077779031526 0.0011741522392796355 0.0010142507391375233
leaf_count=84 256 195 102 224 201 49 1253 255 541 424 126 79 60 61
internal_value=0 -0.000165977 -0.000419714 0.00139872 -0.000191745 0.000559857 -0.000735929 -0.00132376 -0.000522281 -0.00133216 0.00117411 -0.000103653 -0.000697325 0.000575687
internal_weight=0 0.0176027 0.0151465 0.00245621 0.013921 0.00584631 0.00807465 0.00557574 0.00443402 0.00317489 0.00237245 0.00449103 0.00309732 0.00249892
internal_count=3910 3700 3281 419 3179 444 2735 2473 2218 1677 210 395 316 262
is_linear=0
shrinkage=0.00650394


Tree=1561
num_leaves=16
num_cat=0
split_feature=150 11 52 151 42 4 42 15 52 12 4 12 15 3 15
split_gain=8.02302e-05 0.000143802 0.00012796 0.000112084 0.000115145 0.000150381 0.00011594 0.000213899 0.000130617 0.000137462 0.00012564 0.000193354 0.000112488 8.85662e-05 7.98081e-05
threshold=0.083205000000000015 0.079700000000000007 -1.0000000180025095e-35 -0.03268999999999999 0.091955000000000023 0.063160000000000008 0.08622500000000001 0.088495000000000018 0.11401500000000002 0.095175000000000023 -1.0000000180025095e-35 0.084100000000000022 -0.14097499999999996 0.076695000000000013 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 -1 6 -6 7 8 9 10 11 13 -12 -5 -2
right_child=2 -3 -4 4 5 -7 -8 -9 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.0016081945966379134 0.00087476003065688126 -0.0021278158612929986 0.0025052781673619118 0.0033147423690660306 -0.0026124869292725606 0.00057674001382630356 0.0019913785456862885 -0.0023981572475645827 -0.0011605043280932292 0.002717327412935179 0.0010342076149265503 -0.00092936828745761107 -0.0015308514218865805 0.00093142814793785488 -0.0012201580317019178
leaf_weight=0.0014560800690401341 0.0017394868953889142 0.0012787584755324924 0.0010976422102355046 0.0012106888637919786 0.0011442515873943829 0.0010005551548484259 0.0014325463603626016 0.0010515851990622336 0.0014614755589870271 0.0011462771597720231 0.0010041829520744741 0.0010343209911395299 0.00160191142494359 0.0010521490895629704 0.0010545808364499365
leaf_count=311 175 224 161 151 537 168 465 323 175 160 138 452 201 101 168
internal_value=0 -0.00019573 0.000766958 -2.64594e-05 0.000148818 -0.00112471 0.000397243 0.00015843 0.000474311 0.000813233 0.000443502 0.00122283 -0.00054248 0.00220658 8.40632e-05
internal_weight=0 0.0158748 0.00389171 0.014596 0.0131399 0.00214481 0.0109951 0.00956259 0.00851101 0.00704953 0.00590325 0.00329716 0.00260609 0.00226284 0.00279407
internal_count=3910 3406 504 3182 2871 705 2166 1701 1378 1203 1043 704 339 252 343
is_linear=0
shrinkage=0.00600863


Tree=1562
num_leaves=16
num_cat=0
split_feature=403 484 11 484 1375 48 49 3 151 16 16 3 0 13 16
split_gain=7.77153e-05 0.000138023 0.000116985 9.79065e-05 0.000109005 0.000168037 0.000145942 0.0002087 0.000130214 0.000153903 0.000195408 0.000155904 0.000112679 8.00734e-05 0.00011918
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08776500000000001 -0.0043499999999999988 -0.044039999999999989 0.016865000000000002 -0.084934999999999997 0.096385000000000012 -0.0008699999999999999 0.15100500000000003 0.41476000000000007 0.084925000000000014 -0.070894999999999986 -0.094129999999999978 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 -7 -8 -6 11 -11 12 13 -10 -15
right_child=1 -3 -4 4 5 6 7 -9 9 10 -12 -13 -14 14 -16
leaf_value=-0.0012259673346155049 -0.0011035020259987909 -0.001660889022207235 -0.0014158928061293674 -0.00089869714317745509 -0.0014378257726475451 -0.0001587753615490751 0.0030828191686173307 0.00044253206451785903 0.0012298368483439882 -0.0016891855097419695 0.00081558678089442885 0.0025391729121559911 0.001871421523943153 -0.0016173967613637909 0.00042070234571147091
leaf_weight=0.0011449998180809154 0.0011268385220149493 0.0010148626207943648 0.0010195502019350591 0.0014279490587302277 0.0010529069634802888 0.0010833457992869278 0.0015956413332240413 0.0012443889904094618 0.0010339204915573571 0.0015941842044495114 0.0013377205454794261 0.0010073879736359204 0.0010338301208661334 0.0010681876311653604 0.0017976450145808934
leaf_count=930 531 264 151 118 202 109 243 88 104 148 134 103 132 222 431
internal_value=0 7.15304e-05 0.000172438 0.000271157 0.000372552 0.000503627 0.0013503 0.00192595 0.000168961 0.000359631 -0.00054635 0.000806738 0.000452992 7.69648e-05 -0.000338962
internal_weight=0 0.0184384 0.0174235 0.0164039 0.0152771 0.0138492 0.00392338 0.00284003 0.00992578 0.00887288 0.0029319 0.00594097 0.00493358 0.00389975 0.00286583
internal_count=3910 2980 2716 2565 2034 1916 440 331 1476 1274 282 992 889 757 653
is_linear=0
shrinkage=0.00483252


Tree=1563
num_leaves=26
num_cat=0
split_feature=1213 52 1 0 47 51 52 133 13 52 0 16 151 4 151 49 13 12 51 49 15 2 2 16 1
split_gain=0.00043063 0.000416809 0.000446814 0.000417714 0.00044311 0.000418671 0.000322696 0.000314371 0.000475582 0.000302242 0.000436723 0.000316499 0.000313356 0.000480775 0.000227124 0.000606993 0.000346545 0.000295784 0.000197729 0.000207251 0.000224319 0.000280109 0.000197161 0.000240959 0.000165456
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.10113500000000002 -0.017269999999999997 0.13177500000000003 0.12190000000000002 0.11401500000000002 0.10681500000000001 -0.45122499999999993 -0.048794999999999991 -0.10462499999999998 0.050115000000000007 -0.0008699999999999999 0.24280000000000004 0.079335000000000017 -0.085974999999999982 -0.09547499999999999 0.086935000000000012 0.08955500000000001 -0.027609999999999996 -0.0071449999999999994 0.083185000000000023 0.083585000000000007 -0.004514999999999999 0.11561500000000001
decision_type=2 2 2 2 2 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 9 7 8 -3 11 12 -4 -11 -14 15 -10 -17 18 19 -18 21 -21 -22 -24 -15
right_child=1 2 3 -5 -6 -7 -8 -9 14 10 -12 -13 13 24 -16 16 17 -19 -20 20 22 -23 23 -25 -26
leaf_value=-0.0008078078549947676 -0.00083390258158068874 0.00090785098012228149 0.0012693184579862199 0.0010103387592051314 -0.00052557465067525446 -0.00036779101433354468 -0.0006902433766536153 -0.0007937438122000304 -0.0010059748325041771 -0.0001687232164402768 -0.00062135020903355349 0.00035717390747783215 -0.00016976916749483311 0.00064288635722916016 0.00054777468822058556 0.00054502673272674982 0.00059770656629417674 -0.00064039184639436792 -0.00055983331183280625 0.00013628557254170257 -0.00028512687498314922 -0.00082948949866705566 0.00083499870347807017 -2.4127778763211085e-05 0.0014284961024602903
leaf_weight=0.0013651429068278478 0.0011522219544319026 0.001112628086502805 0.0013440277538445703 0.0012897038235275141 0.001681094613793733 0.0017889644001449776 0.0017277145152309039 0.0010670176753235635 0.0013897496318028843 0.0014482980312451339 0.0010870769465393618 0.001836485880579497 0.0010395306071586683 0.0011731190708605954 0.0011587621477535679 0.0019335517918587222 0.0012994116537798943 0.0017980841801424887 0.0011393747884807515 0.0011765348004568734 0.0012443204647514302 0.0012783902662677898 0.0013261119700821999 0.0013379955829755374 0.0010245891343153152
leaf_count=592 345 18 132 161 53 62 416 323 59 67 172 74 27 42 64 98 67 517 40 39 83 256 69 70 64
internal_value=0 1.04203e-05 4.01687e-05 0.000236637 0.000156316 0.000263029 -0.000101706 -4.28006e-05 6.67598e-06 0.000389076 0.000194281 0.00074263 0.000383513 0.000630576 -5.98042e-05 -0.000110369 -1.10638e-05 -0.000112498 -4.66136e-06 7.7887e-05 -2.82613e-05 -0.000366637 0.000184276 0.000403519 0.00100914
internal_weight=0 0.0338548 0.0327025 0.0137129 0.0124232 0.0107421 0.0189896 0.0172619 0.0161949 0.00895313 0.00577261 0.00318051 0.00468554 0.00323724 0.0150823 0.0139235 0.0125338 0.0106002 0.00880214 0.00766276 0.00636335 0.00245493 0.00390843 0.00266411 0.00219771
internal_count=3910 3318 2973 854 693 640 2119 1703 1380 578 372 206 200 133 1362 1298 1239 1141 624 584 517 295 222 139 106
is_linear=0
shrinkage=0.00142833


Tree=1564
num_leaves=15
num_cat=0
split_feature=147 484 52 1 52 0 4 0 0 48 42 0 15 15
split_gain=8.29159e-05 0.00013244 0.000117118 0.000172932 0.000180465 0.000196279 0.000153631 0.000144871 0.00019858 0.000118425 0.000102858 0.000101783 7.8631e-05 0.000111106
threshold=0.08955500000000001 -0.0043499999999999988 -0.40083499999999994 0.13562500000000002 0.11588000000000002 -0.077944999999999987 -0.49837999999999999 -0.10071499999999999 -0.084304999999999977 0.086125000000000021 0.078965000000000021 -0.19631499999999999 0.035895000000000003 -0.10192499999999999
decision_type=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 12 -8 -11 13 -4
right_child=-2 2 3 -5 -6 6 10 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0015806630189132687 0.0012583325949194917 -0.0013927141922357661 0.00021313266324978305 0.001827219551541501 -0.0013323407404537463 -0.00054298019790982187 0.0021375173941559889 -0.0025653795657852685 -3.2195814265601071e-05 -0.0014086886588813741 0.00041513182496896625 0.00046318401208666284 -0.00036888332036733609 0.0019826640171396919
leaf_weight=0.001135624411576149 0.0010222200176335785 0.0011311791636690145 0.0015765542474442673 0.0011472430186214742 0.0018667096709578676 0.0010012562703207717 0.0019690934110520647 0.001102602493169914 0.0015352629271453439 0.00142187934468474 0.0011325173564195601 0.0010451565866384238 0.0011397749525052792 0.0013797822448714508
leaf_count=596 152 349 109 203 478 70 249 600 477 59 258 120 80 110
internal_value=0 -7.37984e-05 2.4272e-05 0.0001225 -6.41589e-06 0.000179629 0.00100794 -0.000189728 -0.00109104 0.000172529 0.00150861 -0.000615672 0.000647252 0.00103901
internal_weight=0 0.0185846 0.017449 0.0163178 0.0151706 0.0133039 0.00410287 0.00920101 0.00263787 0.00656315 0.00310161 0.00246704 0.00409611 0.00295634
internal_count=3910 3758 3162 2813 2610 2132 577 1555 1077 478 507 179 299 219
is_linear=0
shrinkage=0.00455379


Tree=1565
num_leaves=31
num_cat=0
split_feature=1429 1213 151 4 11 14 3 151 160 158 159 403 151 42 42 151 2 4 48 15 51 42 13 49 1 2 11 3 13 4
split_gain=0.000595544 0.000631439 0.000503505 0.000573022 0.000598127 0.000384047 0.000379419 0.000435681 0.000669042 0.000528936 0.000433448 0.000274939 0.000331722 0.000358672 0.000493991 0.000367728 0.000283523 0.000600879 0.000556214 0.000595807 0.000376415 0.000394592 0.00036523 0.000334184 0.000290229 0.000545416 0.000268253 0.000324 0.000202953 0.000201053
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.08184000000000001 0.077685000000000018 -0.14539499999999997 -0.11319999999999998 -0.23073999999999997 0.085745000000000002 0.088320000000000023 -1.0000000180025095e-35 -0.08373499999999999 -0.10770999999999999 -0.088669999999999985 -0.051109999999999996 0.11339500000000001 -1.0000000180025095e-35 0.099240000000000009 0.090325000000000003 -0.09021499999999999 0.088465000000000002 -0.09547499999999999 -0.069934999999999983 0.095575000000000007 0.087995000000000004 0.088315000000000018 0.11476000000000001 0.15641500000000003 -0.080874999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 28 -8 -9 10 11 -10 -13 -14 -15 -16 18 -18 19 20 -17 23 -21 -22 25 29 27 -5 -4 -25
right_child=1 2 3 26 -6 -7 7 8 9 -11 -12 12 13 14 15 16 17 -19 -20 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010854304067412161 -0.00089982717850232671 -0.00095280405827400023 0.0010456730439148754 0.0013202292677647585 -0.0011004498882982955 -0.00071577189064284423 0.00084619590172507417 -0.0011780296084366901 -0.00066536539764853575 -0.00095456288791918018 0.00090208241846470593 -0.00067453481201399214 -0.0005718426659819621 0.0010017211490568885 0.00094301732709858681 0.00070967857443384147 0.00044884195784684633 -0.00093015868273221684 0.0010247314174216243 0.0013272017338128493 -0.00072805050947699428 -0.0010367380360734647 0.00018920996067508714 -0.00024760751493429963 0.00060097716116176985 0.00030605402242102028 -5.4418861247535853e-06 0.00030931865501567104 0.00017709600725922156 -0.001169506965090915
leaf_weight=0.0011250226576570146 0.0016215743589541856 0.0010761558485152803 0.0012099287060678343 0.0014187404410884166 0.0010243734699273413 0.0013954813381049638 0.0012861115252109636 0.0010216826376004953 0.0011635654801479536 0.0011179961173470579 0.0012608220767431613 0.0012242703341718278 0.0015291402482212049 0.0013774897003481215 0.0010215281186559668 0.0010125936985624926 0.0011156149920248382 0.0016816126762103636 0.0013279686759331008 0.0010422434917956025 0.0014879682122199717 0.0011181967840955265 0.0014063237058312703 0.0010055401514312712 0.0014896042967535994 0.0025623120604617855 0.0011273774144058279 0.0012801265581771637 0.0010812759865839183 0.0010028962836451556
leaf_count=181 592 85 51 231 114 69 80 268 491 198 151 140 78 42 63 62 67 63 54 10 57 101 141 46 45 122 40 127 24 117
internal_value=0 -1.00569e-05 2.90771e-05 5.85986e-05 -5.1769e-06 3.10833e-05 6.6357e-05 1.84899e-05 -2.25016e-05 2.48208e-05 7.07696e-05 2.43279e-05 6.18188e-05 0.000106489 0.000162101 9.51483e-05 4.18579e-05 -0.000380173 0.000129592 3.1575e-05 -0.000130841 -0.000229047 0.000673601 -0.000109397 4.24976e-05 -0.000139511 0.000591414 0.000840734 0.00063577 -0.00070795
internal_weight=0 0.0384905 0.0368689 0.0357928 0.0319665 0.0309422 0.0295467 0.0272555 0.0259694 0.0249477 0.0238297 0.0225689 0.0214053 0.020181 0.0186519 0.0172744 0.0162529 0.00279723 0.0134556 0.0121277 0.00967911 0.00866652 0.00244857 0.00754832 0.00606035 0.00457075 0.00382624 0.00269887 0.0022912 0.00200844
internal_count=3910 3729 3137 3052 2654 2540 2471 2396 2316 2048 1850 1699 1208 1068 990 948 885 130 755 701 550 488 151 387 330 285 398 358 75 163
is_linear=0
shrinkage=0.00145689


Tree=1566
num_leaves=15
num_cat=0
split_feature=1 43 42 52 133 13 12 457 16 51 0 1 52 16
split_gain=8.25995e-05 0.000135195 0.000162883 0.000170464 0.000196031 0.00014609 0.000116505 0.000169639 0.00023964 0.000180196 0.000128846 0.000122048 0.000103711 7.85203e-05
threshold=0.087545000000000026 -0.18906999999999999 0.085545000000000024 0.086950000000000013 0.065880000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041935000000000007 -0.055679999999999993 -0.024374999999999997 -0.21145499999999998 0.11561500000000001 -0.0093349999999999978 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 12 8 10 -10 -8 13 -2 -12
right_child=6 2 -4 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15
leaf_value=0.0013597818225288248 0.0028943217568054582 -0.0022309532718875844 -0.0026756507703918427 -0.0021601951722670563 0.0021603245098331873 0.00047477408067602642 -0.0014068187191676161 0.0016544064115991547 -0.0006151457948860295 -0.0036830745616899321 -0.00076076535707613542 0.0024880551669632452 0.00041272637934781009 0.0013878057058161208
leaf_weight=0.0011940409431372978 0.0010166183853238253 0.0011556021902670577 0.0012879146223118629 0.0013597283594456583 0.0012803019715652633 0.0017278611295172691 0.0010057164730952204 0.0017629681293913069 0.0018763079895023349 0.0010285520616505331 0.0013182248006122785 0.0012258009228881539 0.0013745790595660551 0.0010688184467944053
leaf_count=155 200 343 859 378 367 190 59 116 269 256 132 128 237 221
internal_value=0 -0.000468623 -0.000789142 -0.000349265 0.000242117 -0.000609597 0.000308234 9.65725e-06 -0.000375758 -0.00170144 0.000458033 0.000977156 0.00146778 0.000201275
internal_weight=0 0.00800545 0.00681141 0.00552349 0.00416377 0.00288346 0.0116776 0.00928639 0.00752342 0.00290486 0.00461856 0.00361284 0.0023912 0.00238704
internal_count=3910 2292 2137 1278 900 533 1618 1181 1065 525 540 481 437 353
is_linear=0
shrinkage=0.00589082


Tree=1567
num_leaves=31
num_cat=0
split_feature=31 1429 1213 151 151 4 11 51 47 4 150 4 4 2 15 49 4 47 2 15 12 16 402 50 151 133 12 52 42 43
split_gain=0.000876536 0.000563636 0.000556969 0.000481035 0.000625914 0.000596314 0.000513577 0.000370409 0.000448109 0.000331996 0.000404255 0.000552882 0.000384426 0.000394176 0.000623179 0.000549544 0.000755012 0.000480164 0.000349019 0.000415907 0.000335081 0.000325027 0.000310806 0.000350186 0.000412465 0.000520278 0.00037413 0.00043146 0.00030255 6.34895e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 -0.14171999999999998 0.27608500000000008 0.08184000000000001 0.10589500000000002 0.096475000000000019 -1.0000000180025095e-35 0.086420000000000011 -0.0037349999999999992 0.0057500000000000008 0.11835000000000002 -0.017214999999999998 -0.045004999999999996 0.070230000000000015 0.13206500000000002 0.114165 0.091600000000000015 0.091885000000000008 -0.30307999999999996 0.084995000000000015 0.082310000000000008 -0.029339999999999995 0.099765000000000006 0.092475000000000016 -0.031409999999999993 -1.0000000180025095e-35 -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 9 8 -7 10 11 18 -11 14 15 -14 -17 20 19 22 -18 -16 23 24 -6 26 27 -26 -29 -30
right_child=1 2 3 4 5 7 -8 -9 -10 12 -12 -13 13 -15 21 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0012181947665482241 -0.0010290136958098575 -0.00080711416450023575 -0.00089304968631524447 0.0010454839622894756 -0.00072321284578432093 0.001150655361909608 -0.0010270140105985521 -0.00021680132157212741 8.4149865874265961e-05 -0.00081635413030350099 -0.00065411988633206134 0.00089143071500585608 0.00046618519318792387 -0.00074128543210670583 -8.8064929032503504e-05 -0.0013730290127759773 -0.0002496151237716325 -0.00076482348290635182 0.00071891295600294081 -0.00081933743242350277 0.0008472016532637311 0.00087978550541342108 0.00070233303854714884 -0.00069231201988703423 -0.00013758851001036045 -0.00071645654946020214 -0.00031506664111200308 0.00016850774643895609 0.0012432107109473733 0.00081483387600016894
leaf_weight=0.0010554591155244866 0.0010770812600707216 0.0016300609362182852 0.0010717322713702506 0.0011307682398768995 0.0010433598983212175 0.0018909218452967383 0.0010002788998166859 0.0010331354950849914 0.0012226244518050988 0.0016383812588470293 0.0012420234704919588 0.0017298858546148108 0.001583804081845221 0.001557347959830869 0.0010118308888920069 0.0012715373831215515 0.0010954289068338952 0.0013856225126573918 0.0013953867962603903 0.0010798815255470559 0.0010080794633731127 0.0018490527038466081 0.001305804049046567 0.0012411412771352057 0.0014640384856209349 0.0010207140775694845 0.001332862528045986 0.0012151390221130133 0.0011229646666990334 0.0015550993089980961
leaf_count=113 179 592 84 82 121 285 111 20 39 166 121 72 53 102 46 184 76 13 96 360 45 27 148 283 146 102 54 107 23 60
internal_value=0 -4.96304e-05 -2.19644e-05 1.31009e-05 4.05135e-05 7.37915e-06 -5.97559e-05 0.000495504 0.000731861 -2.65638e-05 9.95094e-05 0.000159874 -0.000196832 -0.000102524 5.54086e-06 -0.000234323 -0.000467372 -0.000137325 6.80129e-05 -5.34604e-06 0.00027602 0.000537478 7.24351e-05 -9.85575e-06 8.69009e-05 0.000196518 0.000335812 0.000497748 0.000736666 0.000994461
internal_weight=0 0.039206 0.0381289 0.0364988 0.0354271 0.0342963 0.0301497 0.00414668 0.00311355 0.0291494 0.0167483 0.0155063 0.0124011 0.0107627 0.00920536 0.00634447 0.00476067 0.00348913 0.0137764 0.012381 0.00210351 0.00286088 0.0113011 0.00999532 0.00875418 0.00771082 0.0066901 0.00535724 0.0038932 0.00267806
internal_count=3910 3797 3618 3026 2942 2860 2516 344 324 2405 1693 1572 712 546 444 371 318 134 1500 1404 121 73 1044 896 613 492 390 336 190 83
is_linear=0
shrinkage=0.00137286


Tree=1568
num_leaves=15
num_cat=0
split_feature=2 160 15 4 40 42 42 52 43 52 4 51 4 0
split_gain=7.64487e-05 0.000160773 0.000151505 0.000175788 0.000117484 9.87589e-05 0.000184924 0.000202242 0.000123474 0.000134171 0.0001345 9.66338e-05 0.00010878 6.38082e-05
threshold=0.099015000000000006 0.084100000000000022 -0.11739999999999999 0.15927500000000003 -0.012844999999999997 0.088915000000000008 0.085195000000000007 -0.087094999999999992 -1.0000000180025095e-35 0.071660000000000015 -1.0000000180025095e-35 0.022335000000000004 -0.23071499999999998 -0.14808999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 5 -2 6 7 -4 -9 10 -10 12 -6 -14
right_child=1 -3 3 -5 11 -7 -8 8 9 -11 -12 -13 13 -15
leaf_value=-0.0021611571022143784 0.0016465093592098056 0.0021080045508085486 -0.0019586312221762403 0.002008260883890679 -0.00143330187969309 -0.0015559198790743728 0.0018950769363761935 -0.0012644601219340336 0.0011646875512893926 0.0022235335612236771 -0.0011537987913534881 -0.001651831765283216 -6.4196269739171801e-05 0.0014300032732641873
leaf_weight=0.0011032362719528019 0.0011055720346354048 0.0013081237021896897 0.0017753636172008645 0.0010324288222006714 0.0010101496511840669 0.0015211251900038658 0.0011631843444775761 0.0013547170315273025 0.0014195807482615397 0.0010616933861495176 0.0014296470027063916 0.001127995147646943 0.0019319260435646801 0.0014054942545675686
leaf_count=309 184 166 302 83 112 684 357 695 115 127 92 167 120 397
internal_value=0 0.000399606 -0.000278141 -8.50321e-05 6.00301e-05 -0.000307254 -7.57407e-05 -0.000401323 0.00012374 0.000604603 1.3488e-06 -0.000260296 0.000100744 0.000565059
internal_weight=0 0.00788926 0.011861 0.0107577 0.00658114 0.00972531 0.00820419 0.007041 0.00526564 0.00391092 0.00284923 0.00547557 0.00434757 0.00333742
internal_count=3910 1146 2764 2455 980 2372 1688 1331 1029 334 207 796 629 517
is_linear=0
shrinkage=0.00533549


Tree=1569
num_leaves=16
num_cat=0
split_feature=1 2 4 47 47 2 3 43 42 16 484 0 133 4 16
split_gain=8.30884e-05 0.000171917 0.000153207 0.000146983 0.000157925 0.000198881 0.000236025 0.000137698 0.000183388 0.000152264 0.000233379 0.000215201 0.000141804 3.48761e-05 8.68518e-06
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.034289999999999994 0.13206500000000002 0.10783500000000001 0.090310000000000015 0.12046500000000002 -0.17307499999999998 0.086325000000000013 -0.083564999999999987 0.073820000000000011 -0.084304999999999977 0.085515000000000022 0.40359500000000004 -0.114825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 5 -4 13 -1 9 11 12 14 -11 -7 -9
right_child=1 2 3 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0011089113593503797 0.0022254807870189896 -0.0016012069766556643 -0.0016351928591674275 -0.0014317464477046939 0.0025722019073141375 0.00276322802144852 -0.00061288426229791858 -0.00012074395476371226 -0.0022666864773277697 -0.0025694062794665699 0.0010188241348128883 0.0022941864619354761 -0.00013671035712765707 0.0013926029052335851 -0.0008079421247943325
leaf_weight=0.0015539898691971652 0.0011737893665676119 0.0012490145388158744 0.00109953384829689 0.0010250719199511593 0.0010316427109862414 0.0010254143911924973 0.0015765464422983488 0.0010109757371254968 0.0014696612231001951 0.0018822847489723257 0.0012045017246226919 0.0012593322368297253 0.0010060701190450494 0.0010066443591622079 0.0010019712017792989
leaf_count=185 211 302 113 50 93 120 136 167 998 546 226 95 236 170 262
internal_value=0 0.000355845 8.20002e-05 0.000392776 0.000718618 0.000312463 0.000905909 -0.000327007 -0.000579577 -0.000242926 -0.000915429 0.000598219 -0.00172205 0.00208425 -0.000462806
internal_weight=0 0.00918766 0.00801387 0.00676485 0.00573978 0.00470814 0.00360861 0.0103888 0.0088348 0.00736514 0.00409286 0.00327228 0.00288835 0.00203206 0.00201295
internal_count=3910 1195 984 682 632 539 426 2715 2530 1532 1008 524 782 290 429
is_linear=0
shrinkage=0.00523088


Tree=1570
num_leaves=28
num_cat=0
split_feature=1213 151 151 9 4 14 47 160 38 13 39 1 40 3 13 447 43 16 15 1374 16 15 12 3 3 2 0
split_gain=0.000500899 0.000409571 0.000432474 0.000433321 0.000379678 0.000386232 0.00047109 0.00035944 0.000398898 0.000423685 0.000420123 0.00034919 0.000266219 0.000396463 0.000455546 0.000207887 0.000267335 0.000278536 0.000283488 0.000396024 0.000464841 0.000258326 0.000416207 0.000202286 0.000182152 0.000395908 9.09866e-05
threshold=-1.0000000180025095e-35 -0.40391999999999995 -0.14171999999999998 -1.0000000180025095e-35 0.27608500000000008 -0.46637499999999993 0.096475000000000019 -0.23073999999999997 1.0000000180025095e-35 -0.083514999999999992 0.13419 0.13148500000000005 -0.081079999999999985 0.097615000000000021 -0.123625 0.083945000000000006 -0.091114999999999988 -0.19424999999999998 0.079360000000000014 -0.094679999999999986 -0.066724999999999993 0.088345000000000021 0.085945000000000008 -0.078884999999999997 -0.075679999999999983 0.088300000000000003 -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
left_child=-1 -2 -3 -4 7 -6 -7 -5 9 12 11 15 -9 14 -14 16 21 -18 19 -19 -21 22 -11 -16 -22 -26 -15
right_child=1 2 3 4 5 6 -8 8 -10 10 -12 -13 13 26 23 -17 17 18 -20 20 24 -23 -24 -25 25 -27 -28
leaf_value=-0.00086170144007327836 -0.00088812488961710655 0.00094600214896291301 0.00094008083486717142 -0.00088119590104589922 -0.0002711086173585608 0.0012120691336101595 -1.3712631966703034e-05 -0.00038263712620854553 -0.00087419802276286632 0.00039740280045963612 0.00073849943999887999 -0.00099216812204438727 -0.00062998892820122828 0.00061963066264179888 8.9395597333928787e-05 0.00049390499089380698 -0.0008525759219001123 -0.00078433544466641788 -0.00081625566788664497 0.00075967079783655219 -0.00060760218552646003 0.00061797842743821127 -0.00080156974244285017 0.00083705572980392049 0.00050182532017136849 -0.00062619064594769626 0.0012321079809597757
leaf_weight=0.001424116300306629 0.0010219671153768308 0.0011011823534055045 0.0010448882028775966 0.0011276488540704335 0.001235098358497666 0.0016233349010573708 0.0011278175900700793 0.0010645868574399309 0.001164039077706124 0.001354461316144165 0.0011148619515495275 0.0010657020844746503 0.0011553189464932334 0.0010177589048341318 0.0016253723450601887 0.0010566986290605493 0.0016392532603199889 0.0013651284560509697 0.0013167682067769249 0.0015843471404773319 0.0013509435916811358 0.0015087852079229691 0.0011249210735431725 0.0014562691277144558 0.0016342185269398145 0.0011083014501551414 0.0010417841269871886
leaf_count=592 85 93 120 308 54 247 38 27 60 72 26 28 73 47 364 58 71 27 483 117 339 83 137 73 99 148 41
internal_value=0 2.02233e-05 4.83456e-05 1.73667e-05 -1.3872e-05 0.000405715 0.000709568 -7.61026e-05 -4.08451e-05 -1.38866e-06 -0.000126417 -0.000186274 0.000291168 0.000405093 0.000150212 -0.000129184 -0.000176257 -0.000303461 -0.000195785 -7.97804e-05 8.96173e-05 0.000142662 -0.000146583 0.000442712 -0.000169722 4.59739e-05 0.000929442
internal_weight=0 0.0340315 0.0330095 0.0319083 0.0308634 0.00398625 0.00275115 0.0268772 0.0257495 0.0245855 0.0172244 0.0161095 0.00736109 0.0062965 0.00423696 0.0150438 0.0139871 0.00999896 0.00835971 0.00704294 0.00567781 0.00398817 0.00247938 0.00308164 0.00409346 0.00274252 0.00205954
internal_count=3910 3318 3233 3140 3020 339 285 2681 2373 2313 1688 1662 625 598 510 1634 1576 1284 1213 730 703 292 209 437 586 247 88
is_linear=0
shrinkage=0.00145689


Tree=1571
num_leaves=15
num_cat=0
split_feature=13 39 48 4 0 3 160 49 52 12 12 12 40 0
split_gain=8.34711e-05 0.000130302 0.000164221 0.000126052 0.000296116 0.000182944 0.000166808 0.000141195 0.000195111 0.000138885 0.000193103 0.000108 0.000107977 9.32089e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11930500000000001 0.0057500000000000008 -0.17106499999999999 -0.075404999999999986 -0.0089499999999999979 -0.080034999999999981 0.0033900000000000002 0.10333000000000002 0.086935000000000012 0.091310000000000016 -0.071824999999999986 -0.11208499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 5 -5 7 -7 -2 11 10 -6 -9 -3 -1
right_child=1 12 -4 4 9 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00023455808312061 0.0016076373777109717 5.5801150432004652e-05 -0.0020475847294400052 0.0020229941831282081 4.8347100116270007e-05 -0.00019464095266252194 -0.0028132311640821127 -0.0023557170868710466 0.00073623853560413836 0.0010678312249700135 -0.0025535519072523373 -0.00019788924594067638 0.0021728855094860279 0.0017419977185921395
leaf_weight=0.0010416857543630864 0.0010111395877751561 0.0014041812062873596 0.0011980803865195852 0.0018603776614698475 0.0018750703697043569 0.0010361620291155574 0.0013759285062792609 0.0012867156876045427 0.0018675079731683975 0.0012092638571905984 0.0010993649439867414 0.0010027295814039883 0.0010037452733971932 0.0013069979707412268
leaf_count=112 90 286 102 106 164 207 294 699 816 152 281 370 133 98
internal_value=0 -0.000125197 -0.000297966 -0.000144109 0.000386857 -0.000567476 -0.00168836 -4.43278e-05 -0.000446153 -0.000340689 -0.000913327 -0.00141063 0.000938309 0.000865358
internal_weight=0 0.0172303 0.0148223 0.0136243 0.00604408 0.00758018 0.00241209 0.00516809 0.00415695 0.0041837 0.00297444 0.00228945 0.00240793 0.00234868
internal_count=3910 3700 3281 3179 703 2476 501 1975 1885 597 445 1069 419 210
is_linear=0
shrinkage=0.00492917


Tree=1572
num_leaves=15
num_cat=0
split_feature=1 0 457 11 3 52 13 2 160 3 12 4 13 0
split_gain=7.84501e-05 0.000112642 0.000106272 0.000112643 0.000129075 0.000153156 0.000214504 0.000217595 0.000185107 0.000122593 0.000121819 0.000125517 0.000107126 6.3664e-05
threshold=0.12730000000000002 -0.071924999999999989 0.088055000000000008 0.08184000000000001 -0.14218999999999996 0.11588000000000002 -0.083514999999999992 0.099990000000000009 -0.081299999999999983 0.092005000000000017 0.086935000000000012 -0.0010999999999999996 -0.10241499999999999 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 12 -8 10 11 -10 -6 -12
right_child=1 -3 -4 -5 5 -7 8 -9 9 -11 13 -13 -14 -15
leaf_value=0.0012448982683534852 0.0020035301233795781 -4.8814157774826167e-05 0.00095059539735663657 -0.0016738441167489966 -0.0012550397748855456 -0.0017304312128161132 0.0012657406697459694 0.0021859141054556479 0.00080462208707925424 -0.0024004638634746427 -0.002308720540489835 -0.0011695641169746133 0.00080566119216599671 -0.00067511073701618108
leaf_weight=0.0013709141327414845 0.0010054263620926304 0.0014896323863286742 0.0018471762938948302 0.001157017818546908 0.0010248075210926855 0.0014567263599060193 0.0010461810234315295 0.0015416828803697658 0.0018172188434078182 0.0010083247303036558 0.0010274834793093041 0.0012004170550477681 0.0012655040585308969 0.0011182832549327939
leaf_count=145 152 193 177 202 81 506 153 120 324 95 771 145 557 289
internal_value=0 0.000778213 -0.000121828 -0.000253588 -0.000135176 -0.000286453 -9.60914e-05 0.00080986 -0.000577062 -0.000889439 -0.000594361 1.92898e-05 -0.000116406 -0.00145735
internal_weight=0 0.00249506 0.0168817 0.0150346 0.0138775 0.0125066 0.0110499 0.00383199 0.00721791 0.00617173 0.0051634 0.00301764 0.00229031 0.00214577
internal_count=3910 345 3565 3388 3186 3041 2535 758 1777 1624 1529 469 638 1060
is_linear=0
shrinkage=0.00473777


Tree=1573
num_leaves=30
num_cat=0
split_feature=14 1429 1213 160 483 484 1 457 16 49 0 52 52 12 43 2 3 160 12 16 4 151 16 2 15 0 15 1 159
split_gain=0.000689093 0.000466412 0.000432675 0.000428497 0.000320502 0.000557807 0.000456211 0.000408631 0.000362797 0.000369597 0.000357206 0.000508319 0.000317892 0.000283509 0.000309781 0.000426938 0.000334501 0.000465071 0.000256275 0.000472893 0.000261474 0.00023554 0.00030705 0.000274881 0.000403681 0.000321322 0.000183459 0.000145655 0.000122435
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 0.097480000000000011 0.085815000000000016 0.10113500000000002 -0.0015249999999999997 -0.50763499999999995 1.0000000180025095e-35 -0.017269999999999997 -0.37613999999999997 -0.062489999999999997 0.10214500000000001 -0.17307499999999998 0.10457000000000001 0.090325000000000003 0.087260000000000018 0.088375000000000023 -0.083564999999999987 0.0021050000000000005 -0.0008699999999999999 -0.071799999999999989 1.0000000180025095e-35 -0.10981499999999998 -0.18901999999999997 -0.073314999999999991 0.076710000000000014 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
left_child=1 -1 -3 -4 5 6 7 -5 -9 13 11 -8 26 14 -10 16 17 18 19 27 -21 -14 23 24 -23 -25 -13 -16 -7
right_child=-2 2 3 4 -6 28 10 8 9 -11 -12 12 21 -15 15 -17 -18 -19 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30
leaf_value=-0.00088305207906970407 -0.00086418957829518292 -0.00068449016029122956 -0.00076557245723673313 -0.00083525437111214873 -0.0006240685397838542 0.00046719384943413807 -0.00066158176383654106 0.00069168555052565256 0.00056963477980393981 -0.00068891130561005848 0.00092458793171325705 0.0011708024732749902 -0.00030371470621353412 -0.00060037990237358358 0.00037794558423806936 -0.00082041557175122288 0.00062552437521007712 -0.0007881381728859385 -0.00043345505881247113 -0.00051295235292852506 0.00030412504928893966 -0.00050117313862521118 -0.00034667190951889683 0.00028324437406010634 0.00065606204326223224 0.0013372810694868183 0.00037544348004292039 0.0010718054954539859 0.0010912449534838697
leaf_weight=0.0010097412248830087 0.0016766554398671687 0.0014132986931361937 0.0010614448518354016 0.0011493926763446174 0.0010605868185926534 0.0011769914364911918 0.0011101450859243309 0.0012504778344006795 0.0019050529683646298 0.0015338194711506945 0.0013936127179673694 0.0010215906343201686 0.0015204273246225437 0.0012566518734525864 0.0011481302520697234 0.0010834313078680333 0.0016321748054903829 0.0012734847377233738 0.0012839128092761998 0.0014837862221635592 0.0013596529461068485 0.0010091793769349544 0.0010757855012068999 0.0010560128024561539 0.0011899627717317802 0.0010398763435453245 0.0010816033366722894 0.0010486513346315007 0.0011034992618816908
leaf_count=180 126 578 243 154 201 126 35 61 55 342 157 130 96 108 106 52 42 92 373 194 28 54 52 42 24 81 42 35 101
internal_value=0 1.8689e-05 4.49118e-05 7.586e-05 0.000103556 0.0001283 7.77418e-05 -5.96758e-05 -4.84879e-06 -6.28817e-05 0.000285796 0.000197695 0.000303751 8.37782e-06 7.09887e-05 -2.1121e-05 7.27035e-05 -4.60574e-05 0.000103375 0.000240123 -0.000122249 0.000163963 0.000296359 0.00045742 0.00012501 0.000806205 0.000761776 0.000709165 0.000769164
internal_weight=0 0.0357324 0.0347226 0.0333093 0.0322479 0.0311873 0.0289068 0.0174086 0.0162592 0.0150087 0.0114982 0.0101046 0.00899444 0.0134749 0.0122183 0.0103132 0.00922979 0.00759762 0.00632413 0.00504022 0.00284344 0.00689124 0.00537082 0.00429503 0.00219914 0.00209589 0.00210319 0.00219678 0.00228049
internal_count=3910 3784 3604 3026 2783 2582 2355 1642 1488 1427 713 556 521 1085 977 922 870 828 736 363 222 349 253 201 78 123 172 141 227
is_linear=0
shrinkage=0.00134594


Tree=1574
num_leaves=16
num_cat=0
split_feature=1 52 39 48 2 457 3 3 3 3 15 52 16 52 0
split_gain=9.19204e-05 0.000113974 0.000152937 0.000129286 0.00019673 0.000254724 0.000152131 0.000107846 0.000119582 0.000104079 9.74546e-05 8.99359e-05 0.000160469 0.000207168 5.65199e-05
threshold=0.087545000000000026 -0.37613999999999997 0.005105000000000001 0.12675000000000003 0.11542500000000001 0.041935000000000007 -0.075404999999999986 -0.15464999999999998 0.10666500000000002 -0.08824499999999999 -0.10071499999999999 0.086950000000000013 -0.083564999999999987 -0.091329999999999981 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 9 -1 11 -3 -8 12 14 -14 -9
right_child=1 2 -4 -5 -6 -7 10 8 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0011819631173484047 -0.001279836264491933 -0.00050271421779621794 0.0020966013658939272 -0.0016629664025044203 0.0026038892166272598 0.0024904672176283395 -0.00026166407651557539 -0.00048231235368026486 0.00088501727293433051 0.001886940831123595 -0.0023399943821764547 -0.0023683321802589322 4.5956481610602227e-05 -0.003379037093950505 0.0014045601457670985
leaf_weight=0.0010836787986817642 0.0012774295166173575 0.0012439339054988192 0.0016430813579258264 0.0010374889355078132 0.0011692496799245167 0.0011503847028908609 0.0014199075162377589 0.001011734608196764 0.0011967766960570003 0.0011019109699337282 0.0014743479812336906 0.0013368316811892059 0.0010961319824741925 0.0011710567077116499 0.0010241012611343359
leaf_count=85 190 142 357 76 183 76 74 320 31 291 229 778 397 618 63
internal_value=0 0.000314876 0.000513809 0.00021131 0.000468533 7.78326e-05 -0.000451825 -0.000477539 -0.000740587 0.000619776 -0.00132038 -0.00108554 -0.000687012 -0.00172313 0.000466855
internal_weight=0 0.0115177 0.0102403 0.00859722 0.00755973 0.00639049 0.0052401 0.00792031 0.00683663 0.00234584 0.00289426 0.00563986 0.00430302 0.00226719 0.00203584
internal_count=3910 1618 1428 1071 995 812 736 2292 2207 433 303 2176 1398 1015 383
is_linear=0
shrinkage=0.00566207


Tree=1575
num_leaves=25
num_cat=0
split_feature=52 1213 14 160 1374 457 484 157 50 14 160 130 457 133 3 2 2 1 4 4 0 474 1 42
split_gain=0.000389602 0.000382226 0.000385376 0.000314929 0.00031058 0.000285332 0.000472248 0.000376638 0.000423726 0.000417202 0.000412386 0.000429742 0.000341679 0.000372065 0.000260632 0.000314227 0.000579193 0.000508292 0.000285378 0.000260883 0.000250642 0.000144031 0.000122956 0.000147483
threshold=-0.42985499999999993 -1.0000000180025095e-35 0.077685000000000018 -0.26821999999999996 -0.094679999999999986 0.088055000000000008 -0.0043499999999999988 -0.073574999999999988 0.10030500000000002 -1.0000000180025095e-35 0.090735000000000024 -0.0015749999999999998 -0.079274999999999984 0.10681500000000001 -0.15464999999999998 0.11735000000000002 0.086875000000000022 0.095155000000000017 0.097045000000000006 -0.16401499999999997 -0.10575999999999998 0.087070000000000022 0.085110000000000005 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
left_child=-1 -2 3 -3 -5 6 -6 21 9 -9 11 -11 -13 14 -14 16 17 -16 -19 -18 -20 -8 23 -21
right_child=1 2 -4 4 5 -7 7 8 -10 10 -12 12 13 -15 15 -17 19 18 20 22 -22 -23 -24 -25
leaf_value=-0.00075078058497595813 -0.00067059587369392565 -0.00061701371516351025 -0.00061895551512114704 -0.00053177055761490747 -0.00054818189546348116 0.00059807871788282235 0.00030195233470344321 -0.00072839217681795786 0.00069972550192104758 -0.00047332537952111833 -0.00058842581953398078 -0.00046173314086004339 0.00086066462765895045 -0.00046678392950165676 -0.0004933840375598538 -0.00030761669555539863 0.00018920434587047768 0.0006861028223042057 0.00042608570925388813 0.00026442009094870838 -0.00044477292101926033 0.00097538919491449905 0.0010603985968274546 0.00093086732584566983
leaf_weight=0.0011596432526913272 0.0013231690803633253 0.0010792478052563939 0.0014263487476250383 0.0012733459394524962 0.0018189588341498133 0.0017935564398637851 0.0010091502865821325 0.0011191142239756749 0.001612943542289357 0.0017691683418020734 0.0014260619901628182 0.0012152665904228135 0.0011943431130114661 0.0011165323385870516 0.0019438763634079918 0.0014833739063029325 0.0016293679667889194 0.0017219042961283959 0.0010653221656795608 0.001070103069220868 0.0010612136343242512 0.001034671033656398 0.0016200029779702696 0.0010664968230540417
leaf_count=353 584 279 104 66 493 136 107 63 101 223 125 58 52 228 211 132 46 84 35 131 68 107 70 54
internal_value=0 -2.779e-06 2.52281e-05 5.57297e-05 8.07275e-05 0.000108811 7.50313e-05 0.000121954 7.38116e-05 2.45698e-05 6.80434e-05 0.000120177 0.000185041 0.000237538 0.000294293 0.000240868 0.000313653 3.52614e-05 0.000302284 0.000613048 -8.50234e-06 0.000642875 0.000796883 0.000597081
internal_weight=0 0.0328735 0.0315504 0.030124 0.0290448 0.0277714 0.0259779 0.0241589 0.0221151 0.0205021 0.019383 0.017957 0.0161878 0.0149725 0.013856 0.0126617 0.0111783 0.00579232 0.00384844 0.00538597 0.00212654 0.00204382 0.0037566 0.0021366
internal_count=3910 3557 2973 2869 2590 2524 2388 1895 1681 1580 1517 1392 1169 1111 883 831 699 398 187 301 103 214 255 185
is_linear=0
shrinkage=0.00126831


Tree=1576
num_leaves=30
num_cat=0
split_feature=1213 1429 160 14 133 38 3 483 15 15 2 376 1374 158 457 3 1 133 12 42 0 0 13 2 3 12 42 15 15
split_gain=0.000562302 0.000517684 0.000475631 0.000454987 0.000460548 0.000392968 0.000534325 0.000530144 0.000505696 0.000474234 0.000886196 0.000402797 0.000428912 0.000492128 0.000443382 0.000556399 0.000659638 0.00040179 0.000355057 0.000418409 0.000303821 0.00033553 0.000377751 0.000277941 0.000217906 0.000199543 0.000255957 0.000169305 8.54111e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 0.077685000000000018 -0.24354499999999998 0.10386000000000002 0.24227500000000002 0.09641000000000001 -0.26361999999999991 -0.11739999999999999 0.094825000000000007 0.11605500000000001 -0.094679999999999986 0.084710000000000021 -0.0015249999999999997 0.086245000000000016 0.10080500000000002 0.099765000000000006 0.093225000000000016 0.091145000000000018 0.047345000000000005 -0.082604999999999998 -0.019614999999999997 0.094825000000000007 0.13772500000000001 0.092475000000000016 0.095385000000000011 1.0000000180025095e-35 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -10 12 -11 14 28 16 17 18 19 20 21 22 -16 -17 -25 -18 -27 -24 -14
right_child=1 2 3 -5 5 -7 -8 -9 9 11 -12 -13 13 -15 15 23 25 -19 -20 -21 -22 -23 27 24 -26 26 -28 -29 -30
leaf_value=-0.00098305363972883198 -0.0011166285427736896 -0.0010467688384771783 -0.00095463081797971352 -0.00079102221685789162 0.0010524021197271792 -0.00078512409979830525 0.0012184689542494831 -0.00098350420845635706 -0.0015694979160866015 -0.00065525439611245065 0.00037080702725130605 -0.00079196568693786504 -0.00069292281720323076 -0.00064202653601796685 0.00077108812710246241 0.0014164770660481832 0.0014833831867866606 -0.00082532774282837644 -0.00065016033076095692 0.0011367262841272916 0.00083720960641153969 -0.0006356919779622243 0.00018213232591271072 0.00012071607814876108 0.001006792972805448 6.5773980403522508e-05 0.001186658089236079 -0.00068075742000147776 -3.0033615001578755e-05
leaf_weight=0.0015349923855645367 0.0010240272324711355 0.0010058143501835972 0.0010094735958942605 0.0014995531925352515 0.0016249104042688955 0.0011242056314948448 0.0012377469990628711 0.0010486631110323543 0.0011561071729487759 0.0013087935087021654 0.0012870729246090562 0.0010227900292818495 0.0010104730850862831 0.0013673040865085631 0.0018592812444324612 0.0017637482065122603 0.0010653768447873588 0.0011308936240885257 0.0011519829629340625 0.0013122041670596829 0.0013495455681216129 0.0016061469025662432 0.0013438026741574224 0.0013092747925753656 0.0015903548408005008 0.0010484592159869521 0.0010600447897068932 0.0010464732136263866 0.0010012023923156024
leaf_count=592 181 258 201 96 184 52 148 196 100 61 73 11 49 183 168 36 124 320 118 50 44 185 61 67 21 57 36 103 135
internal_value=0 1.0834e-05 4.35023e-05 7.54401e-05 0.000115009 0.000148936 0.000183137 0.000139645 0.000181094 0.000128248 -0.000547341 0.000196039 0.000239362 0.000292544 0.000354427 0.000431864 0.000271313 8.18631e-05 0.000187964 0.00030132 0.000149178 -9.39076e-06 0.000227324 0.000912969 0.000606701 0.000915987 0.000629295 -0.000195645 -0.000363006
internal_weight=0 0.0363657 0.0353417 0.0343359 0.0328363 0.0318269 0.0307027 0.0294649 0.0284162 0.0267913 0.00244318 0.0243482 0.0233254 0.0220166 0.0206493 0.0186376 0.0139742 0.0108003 0.00966944 0.00851745 0.00720525 0.0058557 0.00424956 0.00466338 0.00289963 0.00317388 0.0021085 0.00239028 0.00201168
internal_count=3910 3318 3137 2879 2783 2582 2530 2382 2186 2002 173 1829 1818 1757 1574 1390 1266 1049 729 611 561 517 332 124 88 217 93 164 184
is_linear=0
shrinkage=0.00160853


Tree=1577
num_leaves=29
num_cat=0
split_feature=1213 1429 4 1348 14 11 9 1374 1456 1374 150 43 43 42 39 44 4 13 133 160 4 0 16 15 16 52 0 42
split_gain=0.000653273 0.000568517 0.000464293 0.000517128 0.000945942 0.000642639 0.00043885 0.000417558 0.000428052 0.000388711 0.000382433 0.000357532 0.00067111 0.000380473 0.000413152 0.000371391 0.000480355 0.000368216 0.000336977 0.000248821 0.00050286 0.000507146 0.000455973 0.000331968 0.000191066 0.00025104 0.000222128 5.66123e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 0.077685000000000018 0.088315000000000018 -1.0000000180025095e-35 0.086000000000000007 -1.0000000180025095e-35 -0.094679999999999986 0.095565000000000011 -0.053009999999999995 -0.0037249999999999996 -0.10770999999999999 0.084155000000000021 0.088980000000000017 -0.23071499999999998 -0.083924999999999986 0.089845000000000022 0.086620000000000016 -1.0000000180025095e-35 -0.15291499999999997 -0.09601999999999998 0.05377500000000001 0.15737500000000001 0.084240000000000023 -0.099024999999999988 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -10 11 13 -13 -11 18 16 17 -14 24 20 23 -22 -23 -18 25 26 -15 -26
right_child=1 2 -4 -5 -6 -7 7 -9 9 10 -12 12 15 14 -16 -17 19 -19 -20 -21 21 22 -24 -25 27 -27 -28 -29
leaf_value=-0.00088959728130138063 -0.00098496743765646554 0.00096228255161371734 0.00091592024199943273 0.00099746658716506117 -0.0011893429062260817 -0.00088337347731495982 -0.00076942002719695946 -0.00083312695355204939 -0.00060067623065618748 -0.00033267654418694286 0.00084022841673649215 -0.0010429859748656283 3.9267486509682789e-05 0.00092778912397568632 0.0012107375140325098 -0.00074413226573192116 0.0011546774648272008 -0.00098023677141410078 -0.00033060090771191227 -0.00028123789276892464 0.00069349430042710475 0.00022994372177804622 -0.0008957488084613464 0.00033624250828759707 0.0010202307807329108 -0.00033273935378823517 0.00014579134724110906 0.00057125974247157951
leaf_weight=0.0016024720807080997 0.0010642032223585609 0.0010740272965155109 0.0011839487996002087 0.0010383901896781058 0.0012741914279419389 0.001411366881100661 0.0011127262177773592 0.0010114961977010775 0.0014074599020226222 0.001514851070183342 0.0015043086840331723 0.0011724629109569331 0.0017201541629674466 0.0012185468306711309 0.0011471895521987241 0.0010359868393265978 0.0019001756464584402 0.0011652456525865695 0.0013311505318034378 0.0013363562120640706 0.0015275239185843503 0.0014769373926077634 0.0013510328826335993 0.0019891012567805344 0.001007160033064558 0.0010305748952561533 0.0017143653428978159 0.0012151741154511342
leaf_count=592 181 69 209 54 110 79 278 90 62 97 139 368 21 23 114 28 97 78 249 58 43 87 119 227 35 146 223 34
internal_value=0 2.36769e-05 5.36001e-05 2.41679e-05 -5.86709e-06 4.07107e-05 8.28313e-05 5.12303e-05 8.22057e-05 0.000116335 0.000154621 0.000113125 -2.67539e-05 0.000314786 0.000427989 6.14886e-05 0.000128437 -0.000372451 0.000308531 0.000279282 0.000370133 4.33373e-05 -0.000307844 0.000736104 0.000446068 0.000261785 0.000470691 0.000774733
internal_weight=0 0.0369361 0.0358719 0.034688 0.0336496 0.0323754 0.030964 0.02989 0.0288785 0.0277658 0.0263583 0.024854 0.014675 0.010179 0.00866416 0.0135025 0.0124665 0.0028854 0.00751697 0.00958113 0.00824477 0.00435549 0.00282797 0.00388928 0.00618582 0.00396349 0.00293291 0.00222233
internal_count=3910 3318 3137 2928 2874 2764 2685 2616 2526 2248 2186 2047 1126 921 824 758 730 99 710 631 573 249 206 324 461 392 246 69
is_linear=0
shrinkage=0.00140032


Tree=1578
num_leaves=14
num_cat=0
split_feature=1 49 12 16 0 42 15 42 51 43 48 0 2
split_gain=7.91569e-05 0.000157015 0.000125994 0.000170926 0.000187422 0.000118435 0.000103958 0.000103488 0.000147335 0.000148897 0.000118156 0.000140115 0.000134642
threshold=0.10113500000000002 -0.045004999999999996 -1.0000000180025095e-35 -0.072804999999999981 -0.11756999999999999 0.091955000000000023 -0.07052499999999999 -1.0000000180025095e-35 -0.0093849999999999992 -0.077544999999999989 0.086125000000000021 -0.099864999999999995 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 7 -5 -1 -9 -10 11 -11 -13
right_child=1 2 3 6 -6 -7 -8 8 9 10 -12 12 -14
leaf_value=-0.0010730638748635828 0.001590907001065778 0.0011967783634872684 -0.00063571049675867396 -0.0022467524241438033 0.002053837242314312 -0.001616284629003523 -0.00036696457531569505 -0.0013529148713708871 0.0014532476996990571 0.0012955872470514771 -0.0011409099853958461 -0.0016382677042979304 0.00072391568614801058
leaf_weight=0.0019079352587690829 0.0017195029046454258 0.0014753398337010379 0.0012345922121428377 0.0011035586336829439 0.0010215166900177652 0.0012279715283874957 0.0014940476064639885 0.0012537009025173091 0.0019982166722285356 0.0019163984363059789 0.0014961281737207732 0.0010303932535151595 0.0010522219544559785
leaf_count=938 237 283 84 103 102 585 178 426 401 101 90 347 35
internal_value=0 0.000346239 8.08257e-06 -0.000353235 0.000582058 -0.000250338 -0.00116557 -9.29151e-05 0.000120878 0.000367456 -2.73744e-05 0.000389226 -0.000444797
internal_weight=0 0.00804856 0.00632905 0.00485372 0.00225611 0.011883 0.00259761 0.010655 0.00874706 0.00749336 0.00549514 0.00399901 0.00208262
internal_count=3910 987 750 467 186 2923 281 2338 1400 974 573 483 382
is_linear=0
shrinkage=0.00464487


Tree=1579
num_leaves=17
num_cat=0
split_feature=453 4 158 15 156 49 52 133 150 133 42 2 52 14 48 52
split_gain=7.79199e-05 0.00018011 0.00011437 0.000140488 0.000111397 0.000190791 0.00016169 0.000187465 0.000199681 0.00013552 0.000171371 0.000161249 0.000115006 0.000108368 0.000106057 9.95945e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.084710000000000021 -0.11739999999999999 0.085790000000000019 0.024250000000000004 0.11401500000000002 -0.091614999999999988 0.086420000000000011 0.099765000000000006 -0.089744999999999978 0.083585000000000007 0.081680000000000016 -0.41608999999999996 0.091125000000000025 -0.077699999999999977
decision_type=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 -9 -12 15 -3 -10 -13
right_child=-2 13 -4 4 -6 -7 -8 8 14 -11 11 12 -14 -15 -16 -17
leaf_value=-0.001702335142327495 -0.0013001185793042544 0.00018750042734489475 -0.0017157641384751463 -0.0017213687000122229 -0.0012368899212264657 0.0021717964941213781 -0.0016538896206871234 -0.00075868282102110353 -0.0019847435787887038 -0.00075625794239285134 0.00027268357606400392 0.0023509018220663133 0.0031706623460224497 0.0023814548142832392 0.0002589505676965106 0.00028256688887392725
leaf_weight=0.001102785676137444 0.0010741530306107574 0.0010002393967846746 0.0010139018845511513 0.0010402599845099345 0.0013278023692584054 0.0011578204197523695 0.0011826166498286198 0.0010006027029832755 0.0010445440000500517 0.0010946542121025304 0.0018511157388138577 0.0011958842224970585 0.0013960032077414697 0.0012071987320912613 0.0010037468176187225 0.0010733044709613209
leaf_count=221 99 98 353 328 427 336 367 146 70 333 255 169 204 306 58 140
internal_value=0 6.50862e-05 -0.000111969 -6.86414e-06 0.000123265 0.000261757 7.56484e-05 0.000266803 0.000480908 0.000848542 0.0011181 0.00145853 0.00205745 0.00138733 -0.000885241 0.0013726
internal_weight=0 0.0186925 0.016485 0.0154711 0.0143684 0.0130406 0.0118827 0.0107001 0.00965986 0.00761156 0.00651691 0.00551631 0.00366519 0.00220744 0.00204829 0.00226919
internal_count=3910 3811 3407 3054 2833 2406 2070 1703 1375 1247 914 768 513 404 128 309
is_linear=0
shrinkage=0.00492917


Tree=1580
num_leaves=15
num_cat=0
split_feature=1 43 52 133 13 0 47 12 12 42 14 2 49 457
split_gain=8.84213e-05 0.000109896 0.000157865 9.86076e-05 0.000142534 9.24707e-05 0.000214275 0.00012857 0.000158844 0.000186699 0.000135533 0.000199694 0.000272611 0.000109652
threshold=0.087545000000000026 -0.18906999999999999 0.086950000000000013 0.065880000000000008 -1.0000000180025095e-35 -0.017269999999999997 0.13177500000000003 0.099680000000000005 0.090480000000000019 0.08622500000000001 -0.13131999999999996 0.082715000000000025 -0.0057999999999999987 0.090920000000000015
decision_type=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 -2 -12 13 -13
right_child=5 2 -4 -5 -6 -7 -8 -9 -10 -11 11 12 -14 -15
leaf_value=0.0010912177788231759 -0.0017122458712355789 -0.0020459194613913025 -0.002242186321902553 0.00078894493545008293 0.00026165761808939639 0.0019033958861838537 -0.0021956037852383101 0.0020218891189891378 -0.0018210917726803107 0.0026343102506053684 -0.0015313823307566681 -0.0014036922109979014 0.0028390353974857225 0.0010477782841996218
leaf_weight=0.001194526414758007 0.0010662494656936711 0.0015590369516100891 0.0016260391545507985 0.0018008796060683327 0.0017514078784144349 0.0010114889946680966 0.0010807726070227739 0.0013179869085808158 0.0010882440750505928 0.0010360164727195448 0.0011789605741202008 0.0011112872698127744 0.0015909378492294972 0.0011379442119259231
leaf_count=155 67 576 747 622 192 285 67 164 323 244 153 109 148 58
internal_value=0 -0.000460545 -0.000735671 -0.000256411 -0.000825084 0.000299706 0.000146798 0.000412509 0.000154137 0.000455979 8.51247e-05 0.000466953 0.00108046 -0.00016343
internal_weight=0 0.00793189 0.00673736 0.00511132 0.00331044 0.0116199 0.0106084 0.00952763 0.00820964 0.0071214 0.00608538 0.00501913 0.00384017 0.00224923
internal_count=3910 2292 2137 1390 768 1618 1333 1266 1102 779 535 468 315 167
is_linear=0
shrinkage=0.00555105


Tree=1581
num_leaves=24
num_cat=0
split_feature=9 14 52 1213 1456 157 14 1374 133 13 3 457 0 40 43 52 13 3 48 16 4 0 43
split_gain=0.000469219 0.00039161 0.000378606 0.000312648 0.000293807 0.000310133 0.000279594 0.000291845 0.000306899 0.000356703 0.000308733 0.000266897 0.000366849 0.000325363 0.000379155 0.000405823 0.000393887 0.000333798 0.000297342 0.000226068 0.000321989 0.000220989 9.97183e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073574999999999988 -0.13131999999999996 -0.095439999999999983 0.10681500000000001 -0.45122499999999993 -0.15464999999999998 -0.067474999999999993 -0.14070999999999997 -1.0000000180025095e-35 -0.0031199999999999995 0.086635000000000004 -0.10023999999999998 -0.078884999999999997 0.086285000000000014 0.0015250000000000001 0.22584000000000001 -0.15137999999999999 -0.075819999999999985
decision_type=2 2 2 2 2 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 21 -8 9 -9 -11 -12 18 -14 17 16 -16 19 -13 20 -15 -7 -19
right_child=1 -3 3 4 5 6 7 8 -10 10 11 12 13 14 15 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.00083625794372999321 -0.00087198009634488786 -0.0008374802926453984 -0.00072893161929281521 -0.00069364794086714714 0.00062871329779105368 -0.000985412626207898 -0.00063556485878614086 0.00085984368339474206 -0.00053151818172603778 0.00071408205332407508 -0.00049643756922650476 0.00092708168862357782 -0.00058340410464775741 -0.00081186546518246096 4.1248172031867981e-05 0.00040557230050483801 -0.0010898385289885156 0.00046038361678942029 9.0589627770702863e-05 0.00056521753529109999 0.00029638832205960871 -3.7896294812266943e-05 0.0010575546243793634
leaf_weight=0.0012668919405591358 0.0011014260570678383 0.0013440429030787673 0.0012024803865803698 0.0011420378847118986 0.0018967162756256531 0.0010032188652360219 0.0011964699245190493 0.0014036857364272326 0.0015002559060910406 0.0015787697319382564 0.0017608210437459739 0.0018013601858180477 0.0018528026694975006 0.0010822111517291479 0.0011696299631431817 0.0012903081448689679 0.0014808442579503957 0.0012722786718715184 0.0018064826333894501 0.0010999208489658185 0.0011453338743684371 0.0010902336497794476 0.0011124894979789354
leaf_count=128 345 124 570 265 309 25 33 64 392 89 143 119 160 318 57 144 211 106 69 72 29 67 71
internal_value=0 -6.81244e-05 -3.36444e-05 -1.68121e-06 2.99055e-05 6.1036e-05 1.73505e-05 6.46254e-05 0.000103851 0.000151856 9.8001e-05 4.03607e-05 0.000102901 -2.4201e-05 8.31326e-05 -0.000264496 -0.0005907 0.000322956 0.000508242 2.48082e-05 -0.000242036 -0.000491963 0.000738963
internal_weight=0 0.0313338 0.0299898 0.0288884 0.0276859 0.0265438 0.0246471 0.0225537 0.0213572 0.0198569 0.0184533 0.0168745 0.0151137 0.0115058 0.00965302 0.00394078 0.00265047 0.00571223 0.00360784 0.00332747 0.00222755 0.00209345 0.00238477
internal_count=3910 3782 3658 3313 2743 2478 2169 2077 2044 1652 1588 1499 1356 1168 1008 412 268 596 188 419 347 92 177
is_linear=0
shrinkage=0.00145689


Tree=1582
num_leaves=15
num_cat=0
split_feature=41 2 484 457 42 160 1 2 0 0 3 160 13 12
split_gain=7.91774e-05 0.000135965 8.51639e-05 0.000103732 0.000116 0.000235628 0.00018954 0.0001448 0.000243715 0.000174015 0.000121793 0.000147732 0.000126897 2.97372e-05
threshold=0.078535000000000008 -1.0000000180025095e-35 -0.0043499999999999988 -0.0034949999999999994 -1.0000000180025095e-35 -0.082234999999999989 0.090355000000000005 0.11230000000000001 -0.15137999999999999 -0.053834999999999994 -0.078884999999999997 0.086110000000000006 -0.075169999999999987 0.086865000000000012
decision_type=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 13 12 -12 -7
right_child=-2 2 3 4 5 7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.0017907824263721228 -0.0013755497943358775 -0.0015338001245826286 -0.0014183667137956579 -0.0022080747584240614 -0.0015923911668751399 0.0011331402900206812 0.00057969356166986355 -0.002134779828722456 0.0011681457429653342 -0.0003607977839416406 0.001506513430105156 0.00042914558453775134 0.0038773985485593861 -0.0001872966391249992
leaf_weight=0.0012775141873053097 0.0011809383770909889 0.0010734421584729986 0.0013090199647572956 0.0014269999847551567 0.0015044314441617019 0.0010185749739667332 0.0014627661489609589 0.0012463345740782727 0.0014104360790037213 0.0018481294630634006 0.0012136342896169328 0.0010770975724871956 0.001488884882828112 0.0010021327247076162
leaf_count=242 195 585 185 778 424 194 156 71 287 176 124 55 152 286
internal_value=0 7.82296e-05 -4.98482e-05 4.96578e-05 0.000180389 0.000419536 -0.000796939 0.000713252 -0.000381311 0.00109346 0.00155682 0.00213344 0.00281269 0.000478294
internal_weight=0 0.0183594 0.0170819 0.0160084 0.0146994 0.0118097 0.00288977 0.0103052 0.00265677 0.00764845 0.00580032 0.00377962 0.00270252 0.00202071
internal_count=3910 3715 3473 2888 2703 1769 934 1345 358 987 811 331 276 480
is_linear=0
shrinkage=0.0054422


Tree=1583
num_leaves=14
num_cat=0
split_feature=15 158 15 52 1 3 49 3 2 2 48 403 1
split_gain=7.73254e-05 0.000148876 9.0929e-05 0.000102425 0.000173678 0.000215661 0.000164163 0.000203397 0.000147021 0.00018218 0.000169022 0.000101197 2.4245e-05
threshold=-0.24219999999999997 0.085745000000000002 -0.11739999999999999 -0.27466499999999994 0.10113500000000002 0.090325000000000003 -0.085974999999999982 0.10223 0.096750000000000017 0.086650000000000019 0.084260000000000015 0.010605000000000002 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 9 11 -11 12 -8
right_child=1 -3 3 4 5 -7 7 -9 -10 10 -12 -13 -14
leaf_value=0.00095156653941867329 -0.0010700539385026008 -0.0018465240996637493 -0.00093991462199036918 -0.0017456682766459433 0.0023451219857119096 -1.3983017244917366e-05 -0.0015106641050123316 0.0021381665658703596 -0.0013194951503915564 0.00018110150078597722 0.0026757246010011395 0.00076415160031819643 -0.00053848187571884081
leaf_weight=0.0017203916627017762 0.0015886821806187805 0.0010322496620024579 0.0017954784247914178 0.0011426477359165474 0.0017531242654809662 0.0017263270928061236 0.0011470387605831897 0.0010325707096501269 0.0017233789549316036 0.0014645476064042012 0.0010444078608779772 0.0010295105079298761 0.001156213885407209
leaf_count=317 266 333 407 114 260 155 442 34 336 636 88 166 356
internal_value=0 -0.000100717 7.81768e-06 0.000121861 0.000266069 0.00117465 -5.84965e-05 0.000165732 -0.000103488 0.000255249 0.00121954 -0.000470687 -0.00102264
internal_weight=0 0.0176362 0.0166039 0.0150152 0.0132198 0.00347945 0.00974032 0.00859767 0.0075651 0.00584172 0.00250896 0.00333276 0.00230325
internal_count=3910 3593 3260 2994 2587 415 2172 2058 2024 1688 724 964 798
is_linear=0
shrinkage=0.00473777


Tree=1584
num_leaves=15
num_cat=0
split_feature=403 160 123 1 2 16 16 15 52 4 3 3 4 42
split_gain=7.15559e-05 0.000100941 0.000105414 0.000164131 0.000153885 0.000159896 0.000134348 0.000142707 0.000151331 0.000192361 0.000143931 0.00017529 0.000199493 5.4292e-05
threshold=0.088015000000000024 -0.217635 1.0000000180025095e-35 0.13860500000000003 0.11934000000000002 0.41476000000000007 -0.50763499999999995 -0.11739999999999999 -0.11051499999999999 -0.16401499999999997 0.090325000000000003 -0.082139999999999977 0.018480000000000003 0.060615000000000009
decision_type=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 13 -13 -11
right_child=-2 2 -4 -5 -6 -7 7 8 9 10 -12 12 -14 -15
leaf_value=-0.0016141153162155075 -0.0014974756053640996 0.0015567415814304313 0.0016532244953298642 0.002263293440571698 -0.0017312575235893495 0.0022941434763082886 -0.0021741694719925749 -0.0020798119753788697 -0.0016416983207838925 0.00044396393041311961 0.0022116563515860257 -0.0022225816190523306 0.0010809961009753586 0.0021627278839350807
leaf_weight=0.0011069005729845765 0.0010180811178524289 0.0014564846812134555 0.0014898352062246252 0.0010384787456602521 0.0017276671939494568 0.001023847749847818 0.0012172421408972187 0.0010975668273541525 0.0015209744118177574 0.0012766571657038565 0.001495894134206921 0.0015175946873503491 0.0010191214661509768 0.0011791765093137063
leaf_count=399 343 134 303 102 218 191 196 341 87 470 77 553 125 371
internal_value=0 7.59519e-05 0.000185605 4.518e-05 -0.000113327 0.000104973 -8.52847e-05 -0.000316933 -6.86939e-05 0.000206899 0.000640234 0.000169396 -0.000895375 0.00126923
internal_weight=0 0.0181674 0.0170605 0.0155707 0.0145322 0.0128046 0.0117807 0.0103242 0.00910699 0.00800942 0.00648844 0.00499255 0.00253672 0.00245583
internal_count=3910 3567 3168 2865 2763 2545 2354 2220 2024 1683 1596 1519 678 841
is_linear=0
shrinkage=0.00577531


Tree=1585
num_leaves=15
num_cat=0
split_feature=15 158 159 15 49 52 133 12 52 1 1 0 16 52
split_gain=7.92801e-05 0.000122153 9.04754e-05 0.000125722 0.000130577 0.000131555 0.000237759 0.000181652 0.000225072 0.000159911 0.000211431 0.000157053 0.000149672 9.86275e-05
threshold=-0.24219999999999997 0.085745000000000002 0.073745000000000019 -0.11739999999999999 0.082865000000000008 0.11401500000000002 -0.0023199999999999996 0.085185000000000025 1.0000000180025095e-35 0.094485000000000013 0.10593500000000002 -0.22851499999999997 -0.25582999999999995 -0.07984999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 11 -11 -8 -9 -14
right_child=1 -3 -4 4 -6 -7 7 12 -10 10 -12 -13 13 -15
leaf_value=0.0011813794789265059 -0.0018232050428703722 -0.0020815864410160772 0.0012862463853043949 -0.0020051497101910487 0.0020294904997566845 -0.0019836197986766858 -0.00044204811598003797 0.0032736144072327725 0.0019647819319285774 0.0021251892648237519 -0.0013233973431805992 -0.0036631749054560317 0.0018147010068791975 -0.00032330304351869493
leaf_weight=0.001704902268215412 0.0013548908737849698 0.0010015800479440179 0.0016321198466188727 0.0016018416192543359 0.0010008609888139683 0.0011680642484063206 0.0010044372956556913 0.0010088106295532149 0.0011928236456886787 0.0010292252638183785 0.00139897674042605 0.0010151121280713056 0.0013673648339980202 0.0015193007797948393
leaf_count=317 221 333 356 657 398 380 39 44 81 90 112 205 199 478
internal_value=0 -0.000123957 -3.62179e-06 -0.000147208 2.34408e-05 -0.000139714 5.36619e-05 0.000399496 -0.000262918 -0.000860355 0.000138331 -0.00206112 0.00135866 0.000689433
internal_weight=0 0.0172954 0.0162938 0.0146617 0.0133068 0.012306 0.0111379 0.00953605 0.00564058 0.00444775 0.0024282 0.00201955 0.00389548 0.00288667
internal_count=3910 3593 3260 2904 2683 2285 1905 1248 527 446 202 244 721 677
is_linear=0
shrinkage=0.00577531


Tree=1586
num_leaves=27
num_cat=0
split_feature=1213 14 52 160 403 132 13 12 3 1 4 52 157 453 49 160 42 0 2 16 16 3 2 2 4 4
split_gain=0.00046702 0.000425865 0.000412331 0.000432785 0.000304488 0.00031929 0.000391333 0.000370837 0.000480859 0.000239789 0.0002289 0.000643415 0.000326097 0.000345713 0.000294826 0.000337766 0.000320029 0.000495753 0.000218344 0.000377272 0.000242777 0.000164365 0.000281239 0.000168079 0.0003396 0.000181251
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -0.40446999999999994 -1.0000000180025095e-35 0.079995000000000011 -0.083514999999999992 0.092475000000000016 0.10666500000000002 1.0000000180025095e-35 -0.23071499999999998 0.10433000000000002 -0.062769999999999979 1.0000000180025095e-35 0.10447000000000002 -1.0000000180025095e-35 -0.11403999999999999 -0.074514999999999984 0.10066500000000002 -0.08286499999999998 -0.17157499999999998 0.099570000000000006 0.092340000000000019 0.087995000000000004 0.05309500000000001 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 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 18 -9 -7 11 -8 -12 14 15 -14 -17 21 19 -6 -20 22 23 24 25 -18
right_child=1 -3 3 4 5 9 10 8 -10 -11 12 -13 13 -15 -16 16 17 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00089156586598088897 -0.0008760694418682134 -0.00083259476286573009 -0.00093012167708627443 -0.0006906415170370825 0.00086196970882758525 0.00021018184161800837 -0.0010471970902022612 -0.00086408235885439245 0.00050705177402706511 0.0012481720048518261 0.00068252873612347235 0.00051950557891178154 -0.00065377394529036385 -0.00092393336438361599 0.00073823105082680739 -0.00072546539010302248 -8.1691200441634754e-05 0.00089004400473773244 0.00049054783714246237 -0.00017923706323269553 0.0015451188762454155 0.0004823128633004295 -0.00084924752287395488 0.00055422565546060429 0.00044487035873741292 -0.0010283472054368717
leaf_weight=0.0014789942749166276 0.001151923005201976 0.0014169946705319117 0.0010115984937556213 0.001114407266483596 0.0018316870140561992 0.0011159867251084301 0.0016918159657688314 0.0011521317493410344 0.0014201193228908782 0.0010980636549756673 0.0017931996310695799 0.0010605332627164898 0.0018902440610834579 0.0010024616443011789 0.0013387247070075223 0.0011105237601796185 0.0010003037937158475 0.0018869160822017009 0.0011075691684724887 0.0016405894855409109 0.001064833233575091 0.0013163043752228987 0.0011078411397604793 0.0011624173711717173 0.001442721852561113 0.0010116845333112273
leaf_count=592 337 112 258 547 129 83 103 43 26 119 141 16 182 43 106 57 93 152 76 258 106 55 96 65 42 73
internal_value=0 1.36963e-05 5.05666e-05 8.45902e-05 0.000118399 0.000149227 0.000102071 0.000389191 -0.00010709 0.000724976 -2.33154e-05 -0.000443516 4.86833e-05 -3.09663e-05 3.65033e-05 -4.2248e-05 7.28996e-05 0.000172203 0.000615343 0.000370018 0.00100746 -2.01631e-05 -0.000135694 3.5517e-05 -0.000139014 -0.000557697
internal_weight=0 0.0339416 0.0325246 0.0313727 0.0303611 0.0292467 0.0270326 0.00821693 0.00257225 0.00221405 0.0188157 0.00275235 0.0160633 0.0142701 0.0132677 0.011929 0.0100387 0.00892819 0.00564468 0.00347228 0.0021724 0.00704127 0.00572497 0.00461713 0.00345471 0.00201199
internal_count=3910 3318 3206 2869 2611 2064 1862 638 69 202 1224 119 1105 964 921 815 633 576 569 387 182 424 369 273 208 166
is_linear=0
shrinkage=0.00157699


Tree=1587
num_leaves=30
num_cat=0
split_feature=1213 1429 14 1374 1374 150 484 11 160 50 157 2 130 376 158 48 47 2 15 16 0 3 42 0 43 0 0 43 3
split_gain=0.000539074 0.000522021 0.000535158 0.000515301 0.000505053 0.000468997 0.000572985 0.000531431 0.000343016 0.000351171 0.000374736 0.000515975 0.000518985 0.000423876 0.000469601 0.000407011 0.000464641 0.000514161 0.000579446 0.000422881 0.000438453 0.000411398 0.000384681 0.000339003 0.000176229 0.00017508 0.000361619 0.000145845 9.90362e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.087785000000000016 0.095565000000000011 -0.0043499999999999988 0.088315000000000018 -0.24498999999999996 0.10030500000000002 -0.073574999999999988 0.12663500000000003 -0.0015749999999999998 0.11605500000000001 0.084965000000000027 -1.0000000180025095e-35 0.10436500000000001 0.096540000000000015 -0.10192499999999999 0.056750000000000009 -0.077944999999999987 -0.084129999999999996 0.085465000000000013 -0.10071499999999999 -0.049504999999999987 0.14676000000000003 -0.11287999999999999 -0.0092499999999999978 -0.0076499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 27 14 15 -14 17 18 -17 20 21 -20 25 -23 -18 26 -19 -12 -7
right_child=1 2 -4 4 -6 28 7 -9 9 -11 11 -13 13 -15 -16 16 24 22 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00084699052026232838 -0.00096909684057565489 -0.00075296653666633061 -0.00078131506686265092 -0.00073147467626705123 -0.00078397777739180777 0.00049549937078071651 -0.00060491798584001017 -0.00067094176243841274 0.00079050833179214507 0.00085424539143680702 -0.00088419418248891237 -0.00066179643143168072 -0.00048393932634562562 -0.00061151020250156392 -0.00062862973871047508 -0.00086766628907757395 0.0012778748372798687 0.001299014451414018 -0.00059785104515093631 -0.00048214903666285734 0.0011553950225614306 0.00084797220095862073 6.0469407755956014e-05 -2.8511310081107047e-05 0.00053658091792833798 0.0014281342411789355 0.00017330786538738801 -0.00011531616152121496 0.0011160704963484131
leaf_weight=0.0015641733821436096 0.0010819703470006372 0.0014731688228089004 0.0015590432179106708 0.0016047868236291887 0.0012414712742607739 0.0010796851115520423 0.0010595054232211401 0.0015391776504856116 0.0018954685851299271 0.0016876706596012916 0.0010103392038440795 0.0015653332056695937 0.0010649997940914693 0.0010703495136596955 0.0010171831515983767 0.001091583816753991 0.0015695489864775425 0.0011511686446119551 0.0010095009851702613 0.0013188086602635707 0.0012714135486684708 0.0019040045801128475 0.0014039331985431502 0.0017077238263304567 0.0011219300817515423 0.0010680388587473999 0.0011778447673727052 0.0010029127072048718 0.0010205568035281934
leaf_count=592 181 66 111 492 95 111 251 75 159 110 108 168 59 9 130 104 38 50 120 69 157 34 84 173 42 14 122 99 87
internal_value=0 8.70724e-06 3.75444e-05 7.38868e-05 0.00011008 0.000144324 9.90999e-05 0.000145529 0.000191783 0.000224112 0.000180567 0.000129245 0.000188317 0.000261577 0.000313849 0.000370708 0.000428332 0.000317309 0.000102169 0.000248971 0.0004126 0.000208239 0.000689382 0.000433547 0.00096887 0.000949299 0.000729714 -0.000501173 0.000797049
internal_weight=0 0.0377691 0.0366872 0.0351281 0.0336549 0.0324135 0.0303132 0.0287084 0.0271693 0.0261098 0.0244221 0.0225266 0.0209613 0.018948 0.0178777 0.0168605 0.0157955 0.013104 0.00830304 0.00721145 0.00589264 0.00462123 0.00480099 0.00361173 0.00269148 0.00339705 0.00232901 0.00201325 0.00210024
internal_count=3910 3318 3137 3026 2960 2865 2667 2175 2100 1849 1739 1580 1412 1205 1196 1066 1007 927 657 553 484 327 270 207 80 186 172 207 198
is_linear=0
shrinkage=0.00142833


Tree=1588
num_leaves=14
num_cat=0
split_feature=1374 150 15 11 0 4 49 157 52 133 160 13 2
split_gain=7.33496e-05 0.000157988 0.000127563 0.000124013 0.000105896 0.000131389 0.000128441 0.000151566 0.000146074 9.93466e-05 0.000216046 0.000162048 5.53742e-05
threshold=-0.094679999999999986 0.083205000000000015 -0.089594999999999994 0.079700000000000007 -0.017269999999999997 -0.49837999999999999 -0.0019649999999999997 -0.077534999999999979 -0.074484999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077154999999999987 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2 -8 -9 -10 -11 -12 -13
right_child=1 2 -4 -5 5 -7 7 8 9 10 11 12 -14
leaf_value=-0.0011501836582451645 -0.0012159139967145465 0.002077123805535876 0.00018794718681420532 -0.0014412747532624188 -0.00045799214349745421 0.0014033780427060594 0.0015980746991247211 -0.0013630354571091711 -0.00092008362943964942 -0.0013702709178229006 0.0020006214678464978 -0.00043502342407059986 0.00085232307998053076
leaf_weight=0.0010183222887860657 0.0019622706256821479 0.0012208292674202453 0.0015593396529331163 0.0012434802047370528 0.0011543898492586691 0.0019600538807680703 0.0010320301992988801 0.0016104115377215417 0.0014086334701563117 0.0010562701346707335 0.0014891908070368155 0.0013285163918164058 0.0012353532253007934
leaf_count=68 333 137 305 224 96 188 196 397 797 435 207 217 310
internal_value=0 5.68323e-05 0.00101752 -0.000115699 7.80125e-08 0.000713448 -0.000199672 1.80197e-05 -0.000182594 0.000109061 0.000392794 0.000852267 0.000185261
internal_weight=0 0.0182608 0.00278017 0.0154806 0.0142371 0.00311444 0.0111227 0.00916041 0.00812838 0.00651796 0.00510933 0.00405306 0.00256387
internal_count=3910 3842 442 3400 3176 284 2892 2559 2363 1966 1169 734 527
is_linear=0
shrinkage=0.00437696


Tree=1589
num_leaves=15
num_cat=0
split_feature=1 4 4 4 47 0 16 52 4 4 52 16 47 47
split_gain=7.5391e-05 0.000131058 0.000130614 0.000105908 0.00012932 0.000110089 0.000200526 0.000178835 0.000144525 7.65201e-05 0.000229296 9.95184e-05 6.55513e-05 0.000130895
threshold=0.087545000000000026 -0.15333499999999997 -0.49837999999999999 -0.08422499999999998 0.087850000000000025 -0.14136999999999997 -0.078844999999999985 -0.072349999999999984 0.10451500000000001 -0.0031049999999999997 0.083750000000000005 -0.114825 0.10783500000000001 0.13206500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 7 -7 -5 -9 10 -3 -11 -6 -14
right_child=3 9 -4 4 12 6 -8 8 -10 11 -12 -13 13 -15
leaf_value=-0.00095782782409569269 -0.0013048590398920831 -0.0033287599693633688 0.0014758605948487788 -0.0013216004451993282 -0.0013517426652497053 0.0031411247327813971 0.00020216806586621363 0.0027132222744185803 -0.00018191168273160474 -0.0016101295528539023 0.00026353256813880697 0.00067478308407061579 0.0014734180814218363 -0.0012962175252224065
leaf_weight=0.0011790950824270008 0.0012008142772577121 0.001301634222313732 0.0017656917008102005 0.0013804530005585569 0.0013922856997075073 0.0015710295982109936 0.0014143030054351007 0.0011132966896099114 0.0010979498005952784 0.0010870099237138969 0.001012946233112523 0.0013958079543121915 0.0012060821128804383 0.0010011516648393837
leaf_count=85 260 746 97 77 130 361 440 50 115 243 747 374 130 55
internal_value=0 -0.000438855 0.00050141 0.000285449 0.000473102 0.000945291 0.00174879 0.000277441 0.0012757 -0.00101602 -0.00175664 -0.000325581 -0.00038968 0.000217174
internal_weight=0 0.00774219 0.00294479 0.0113774 0.0101766 0.00657703 0.00298533 0.0035917 0.00221125 0.0047974 0.00231458 0.00248282 0.00359952 0.00220723
internal_count=3910 2292 182 1618 1358 1043 801 242 165 2110 1493 617 315 185
is_linear=0
shrinkage=0.00566207


Tree=1590
num_leaves=31
num_cat=0
split_feature=9 1348 14 1456 52 1213 403 1374 454 1374 11 1 0 3 151 4 16 15 2 13 42 12 133 13 48 0 1 13 2 43
split_gain=0.00086347 0.000590704 0.000687362 0.000614554 0.000380642 0.000408087 0.000358836 0.00035458 0.000357272 0.000405032 0.000476772 0.000455111 0.000549751 0.000419185 0.000513638 0.00052298 0.000626601 0.000592619 0.000385022 0.000383887 0.000295722 0.000306881 0.000352184 0.000382055 0.000295556 0.00027479 0.000331864 0.000156086 0.000155327 0.000128915
threshold=-0.016839999999999997 0.093505000000000019 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.087785000000000016 0.088315000000000018 1.0000000180025095e-35 -0.11756999999999999 -0.015064999999999997 -0.0068399999999999989 0.24280000000000004 -0.077034999999999978 -0.089594999999999994 0.075670000000000015 0.0015650000000000002 -1.0000000180025095e-35 0.098845000000000016 0.084630000000000025 0.083175000000000013 0.085575000000000012 -0.090939999999999979 0.13767000000000004 -0.071149999999999977 0.096750000000000017 -0.016244999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 12 -10 18 28 17 -17 -16 19 27 -14 22 23 29 -24 -19 -27 -13 -15 -22
right_child=1 -3 -4 4 5 6 7 8 9 -11 -12 13 20 14 15 16 -18 25 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013762002543568409 -0.0011173808951627704 0.0010740699380702361 -0.0013230487902208751 -0.00084698906063902682 -0.0007826576587869051 -0.00074952153616597605 -0.00060785509015227066 -0.00073924210102757073 -0.001079868604284738 -0.00078599042360641283 -0.00064151279061824991 0.000438424480650966 -0.0004282313597937092 0.0012182175728597574 -0.0010709070905164039 0.0013961697095296922 -0.00023785683428328245 0.00069710920083108354 0.0012640952200912907 -0.00035501876480696344 0.00070497018396376346 -0.00043918679632382708 -0.00042167287724294717 0.001361879834760024 0.00063200147051760977 -0.00087389833415857051 0.00024114111372435554 0.0011744882387830374 0.00040331292336693458 -6.1416184884722098e-05
leaf_weight=0.0010385366457908432 0.0012443610096681259 0.0010822617391728065 0.0010413588893031225 0.0012590958456163417 0.0014553896593074702 0.001277208915699767 0.0016661672298781119 0.0011015679881465337 0.0010318161288749303 0.0010473314941654701 0.0015442172426958214 0.0016982056894686536 0.0019417999465984334 0.0012624641275134074 0.0014950622905303135 0.0012165303897237467 0.0010409471114796176 0.0011805402891633676 0.0020950511751721967 0.0010534356381781684 0.0010121929574067323 0.0012812135495900989 0.0016889893445828086 0.0013496668545940338 0.0010209882769613987 0.0010534654588596586 0.0016178714921935011 0.0011583606292290194 0.0010035216152319837 0.0010891946491398121
leaf_count=121 347 31 123 293 533 556 62 69 36 73 63 174 253 36 41 93 45 44 163 46 63 57 222 19 30 78 23 74 89 53
internal_value=0 -5.21863e-05 -8.43236e-05 -4.93528e-05 -1.20652e-05 1.85092e-05 5.39204e-05 8.6342e-05 0.000124917 0.000157875 0.000193389 0.000242427 -8.7018e-06 0.000407192 0.000211236 1.87119e-05 0.000642703 -0.000244737 0.000729281 0.000442718 0.000109078 0.00024927 0.000392438 0.000719999 -2.46994e-05 7.59316e-05 -0.000198585 0.000736904 0.000857326 0.000307736
internal_weight=0 0.0390103 0.037928 0.0368867 0.0356423 0.0343832 0.0329278 0.0316506 0.0299844 0.0288829 0.0278355 0.0262913 0.0104159 0.0158755 0.0098704 0.00760442 0.00225748 0.00534694 0.00600505 0.00391 0.00938405 0.00744225 0.00616103 0.00345105 0.00270998 0.00385188 0.00267134 0.00285657 0.00226599 0.00210139
internal_count=3910 3789 3758 3635 3288 2995 2462 1906 1844 1775 1702 1639 733 906 449 324 138 186 457 294 697 444 387 135 252 145 101 248 125 116
is_linear=0
shrinkage=0.00154607


Tree=1591
num_leaves=14
num_cat=0
split_feature=124 43 123 12 133 160 50 156 1 1 15 15 4
split_gain=8.53219e-05 9.59139e-05 0.000108409 0.000145439 0.000128409 0.000101497 0.000166232 0.000164553 0.000127827 0.000229548 0.000175979 0.000154762 0.000176397
threshold=0.08919500000000001 0.098320000000000005 1.0000000180025095e-35 -0.0089849999999999982 0.084760000000000016 0.086110000000000006 0.086465000000000014 0.088855000000000003 0.12381000000000002 0.10617500000000001 0.079360000000000014 -0.07142999999999998 -0.17479499999999998
decision_type=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 -5 -13
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.0020810180972073949 0.0015362168147877186 -0.0013540147389859538 0.0015667419986973026 0.00054725255482091103 -0.0015595768784701521 -0.00094877445132422712 -0.0013044772277258903 -0.0013685008198971527 0.0027143623190319416 -0.0009859150259434353 -0.00047335553907155075 0.00094735844241277875 0.0038801849001021921
leaf_weight=0.0010193770859058095 0.0010051974941929489 0.001625675349360269 0.0012583410404235556 0.0018044361581563903 0.0013364180982176005 0.0019030036794808755 0.0014519195333028432 0.0010441856371776756 0.0010337366562486738 0.0018594217173484306 0.0013797929996043692 0.0010521001054777379 0.0014369745265059332
leaf_count=163 76 359 268 193 994 203 303 240 97 167 631 71 145
internal_value=0 -9.2515e-05 3.11777e-05 -9.49379e-05 4.66203e-05 0.000212178 0.000411887 0.000671186 0.000919808 0.000673536 0.00121742 0.00176078 0.00264052
internal_weight=0 0.0182054 0.0165797 0.0153214 0.014302 0.0129656 0.0110626 0.00961065 0.00856646 0.00753273 0.0056733 0.00429351 0.00248907
internal_count=3910 3834 3475 3207 3044 2050 1847 1544 1304 1207 1040 409 216
is_linear=0
shrinkage=0.0054422


Tree=1592
num_leaves=15
num_cat=0
split_feature=15 158 156 457 42 43 3 42 2 1 2 42 16 1
split_gain=7.71572e-05 0.000121397 8.8622e-05 9.9455e-05 8.9769e-05 0.000136386 0.000233806 0.000211707 0.00013857 0.000132405 0.000130108 0.000113839 0.000100084 0.000108205
threshold=-0.24219999999999997 0.085745000000000002 0.084090000000000012 -0.066264999999999991 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.086325000000000013 0.11735000000000002 1.0000000180025095e-35 0.11005500000000001 0.088915000000000008 -0.110495 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 11 8 10 -5 12 -6 -7 -14
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.00086111773403530466 -0.0011847942580192647 -0.0015402197656469959 -0.00098947634218586383 -0.0016310245815052426 0.0011916992654607411 0.0014069701458751715 0.0026756597495042078 -0.001704492917256586 -0.0010839430850410783 0.00029760031617056816 0.0020091331861901074 -0.00066603073697051333 0.0005722874615738205 -0.0010221145296099342
leaf_weight=0.00172385939920094 0.0010326887526191661 0.0010025094684282037 0.0015170889787085228 0.0011237084610661056 0.0012813713831577589 0.0011103954241206415 0.0011258900369566774 0.0010954666548752268 0.0010555314474075539 0.0015730495853819582 0.0010045353690117942 0.0011547793892532354 0.0018975888556772595 0.0013353318885602761
leaf_count=317 220 333 469 670 234 75 221 622 85 224 50 115 182 93
internal_value=0 -9.08558e-05 -1.75518e-06 9.95583e-05 0.000195966 0.000367121 0.00105849 3.87115e-05 0.000336932 -0.000506036 0.000617377 0.000311102 0.000295488 -8.62674e-05
internal_weight=0 0.0173099 0.0163074 0.0147903 0.0137576 0.0110609 0.00356204 0.00749885 0.00640338 0.00269676 0.00534785 0.00243615 0.00434332 0.00323292
internal_count=3910 3593 3260 2791 2571 1677 570 1107 485 894 400 349 350 275
is_linear=0
shrinkage=0.00429114


Tree=1593
num_leaves=24
num_cat=0
split_feature=52 1213 14 1456 1374 52 12 16 2 12 2 150 453 130 160 50 43 43 2 2 133 3 3
split_gain=0.000392857 0.000402602 0.000324584 0.000250009 0.000248218 0.000277232 0.000271866 0.000331861 0.000250526 0.000331273 0.000247133 0.000328251 0.000230789 0.000247127 0.000251501 0.000403901 0.000315791 0.000201579 0.000181939 0.000272512 0.000244367 0.000113626 6.35531e-05
threshold=-0.42985499999999993 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -0.048794999999999991 0.10214500000000001 -0.19424999999999998 0.11260500000000001 0.088485000000000022 0.085005000000000011 0.082965000000000025 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 -0.15109999999999998 -0.00084499999999999994 0.083585000000000007 0.10836000000000003 0.08517000000000001 0.092005000000000017 -0.00088499999999999983
decision_type=2 2 2 2 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 12 -8 9 10 -6 -12 13 -7 17 16 -16 -15 22 20 -20 -21 -18
right_child=1 2 -4 4 5 6 7 -9 -10 -11 11 -13 -14 14 15 -17 18 -19 19 21 -22 -23 -24
leaf_value=-0.00086280028810868247 -0.00077925337040013075 -0.00057236881619731911 -0.00069332893102121379 -0.00053263207286349248 0.00046986784896383153 -0.0004569267588114049 0.00013628778887260148 -0.00086923154358446459 0.00090374913060085752 0.00073919514049809699 -0.00073820924479998733 0.00027532935419346031 -0.0004952136725772994 -0.0006444580204466513 0.00078796687138888387 0.0011366936127909404 -0.00044892789358623236 0.00013268146479455885 0.00082416602621962823 0.000214255433598486 -1.6703276289808509e-05 -0.00040745317117130831 1.3227362888630596e-05
leaf_weight=0.0010096459650224812 0.0011722854465807805 0.0010854884661317668 0.0010855045182672765 0.0011152695042078156 0.0014005525030018574 0.0011345652687159711 0.0011962926286788189 0.0012811221096805372 0.0013098524949808898 0.0017037740354812758 0.0012633610291484798 0.001150892058278008 0.0011067072998640634 0.0010113531488033511 0.001525110216927807 0.0010085307028546717 0.0011531284596138502 0.0016642539988785685 0.0018397559872675717 0.0010466144097418251 0.0010084340427605754 0.0011773005586982466 0.0010917827450707979
leaf_count=353 584 265 104 66 131 188 75 182 180 112 157 55 50 424 63 80 169 129 176 69 154 80 64
internal_value=0 8.5855e-06 4.23422e-05 7.27362e-05 0.000100537 0.00012987 3.71636e-05 -0.000383687 0.000363996 0.000235884 1.10947e-05 -0.000255048 0.000107766 0.000156615 0.000212187 0.000313569 0.000219684 -0.00016107 0.000101235 0.000245257 0.000526447 -0.000114866 -0.000224165
internal_weight=0 0.0285319 0.0273596 0.0262741 0.0251887 0.0240734 0.017245 0.00247741 0.00682843 0.00551858 0.00381481 0.00241425 0.0147675 0.0136608 0.0125263 0.00985066 0.00884213 0.00267561 0.00731702 0.0050721 0.00284819 0.00222391 0.00224491
internal_count=3910 3557 2973 2869 2604 2538 1903 257 635 455 343 212 1646 1596 1408 855 775 553 712 479 330 149 233
is_linear=0
shrinkage=0.00137286


Tree=1594
num_leaves=29
num_cat=0
split_feature=1213 1429 4 483 160 11 50 9 484 133 457 16 151 13 16 52 133 4 52 3 1375 2 47 2 1 42 12 160
split_gain=0.000515819 0.000454512 0.000450337 0.000446702 0.00045507 0.000436788 0.000401667 0.000404865 0.000299977 0.00034737 0.000304833 0.000458021 0.000371207 0.000362311 0.00032633 0.000324144 0.00049289 0.00051299 0.000338078 0.000310529 0.000307601 0.00033819 0.000606734 0.000418434 0.00047344 0.000574127 0.000291507 9.59024e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.085195000000000007 -0.40446999999999994 0.088315000000000018 0.10030500000000002 -1.0000000180025095e-35 0.085515000000000022 0.10681500000000001 -0.0034949999999999994 -0.50763499999999995 -0.0060399999999999994 -0.092894999999999991 -0.30307999999999996 0.091210000000000013 -0.092459999999999987 -0.08422499999999998 0.11401500000000002 -0.028189999999999996 -0.43271999999999994 0.081110000000000015 0.10783500000000001 0.085255000000000011 0.085990000000000011 0.085195000000000007 0.080120000000000011 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
left_child=-1 -2 3 4 -3 6 7 -6 9 10 12 13 -9 -12 -13 16 -16 26 19 -17 -19 22 -22 -23 25 -25 -18 -26
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 14 -14 -15 15 18 17 20 -20 -21 21 23 -24 24 27 -27 -28 -29
leaf_value=-0.00073423895829303272 -0.00082301050504629536 -0.00079474124523709231 0.00083367064939679676 -0.000610840987914709 0.00083252057814997104 -0.00061417308567682639 0.00068045113194606203 -0.00098003578263796418 0.00051791136054661808 -0.0005570547833240562 0.0011914225983464923 -0.00064006891626843313 0.00010613618224851499 0.00012591665916483494 -0.00087813184162780747 0.00028457975767139017 -3.4846163849767126e-05 -0.00047296132707614274 -0.00013559767582384662 0.0012163694632021372 -0.00059421425053246264 0.0011009138819728249 0.00043398757825194252 -0.00069513902115270101 0.0003959032234320023 0.00053183776515817387 -0.00093792278987537149 0.0009018397826424092
leaf_weight=0.0015652222544733632 0.0010244233381302417 0.0010109639244391946 0.0010975004217120546 0.0017767709639217441 0.0010636765321987421 0.0014313238653467222 0.0018197696113999842 0.0010032006095234136 0.0019159807704136602 0.0016955470647105611 0.001014299822565512 0.0011279359413841226 0.0010215257746843944 0.0010394494410128517 0.0010062252335187602 0.0013317041296476151 0.0011141347375929088 0.0011143860337026216 0.0012222559646222209 0.0010129534099689854 0.0018171788569859883 0.0011575965371636854 0.0018765584346169817 0.0013485236894066333 0.0011871086900067107 0.0011254400618176952 0.0011881602446821293 0.0012241969484430015
leaf_count=592 181 258 209 328 64 94 193 60 168 334 43 68 65 111 179 87 59 16 43 15 173 51 51 149 71 76 124 48
internal_value=0 9.61354e-06 3.41631e-05 8.08462e-06 4.259e-05 7.00215e-05 0.0001033 6.5257e-05 3.45115e-05 -3.09493e-06 3.78623e-05 8.33668e-05 -0.000432034 0.000652146 2.14114e-05 6.35015e-05 -2.25793e-05 4.28704e-05 0.000405215 0.000687137 0.000158245 0.000230488 -7.18488e-05 0.000415294 0.000252831 -0.00013697 -0.000500903 0.000652762
internal_weight=0 0.0357688 0.0347444 0.0336469 0.0318701 0.0308591 0.0294278 0.027608 0.0265444 0.0246284 0.0229328 0.0209081 0.00202473 0.00205375 0.0188544 0.0177264 0.0141595 0.0131533 0.00356691 0.00234466 0.010851 0.0097366 0.00369374 0.00604287 0.00488527 0.00247396 0.00230229 0.00241131
internal_count=3910 3318 3137 2928 2600 2342 2248 2055 1991 1823 1489 1364 125 154 1210 1142 997 818 145 102 635 619 224 395 344 225 183 119
is_linear=0
shrinkage=0.00126831


Tree=1595
num_leaves=27
num_cat=0
split_feature=52 1213 14 160 1374 1 457 403 52 39 16 160 52 151 15 0 133 4 16 2 2 15 0 52 0 2
split_gain=0.000472768 0.000496879 0.000360371 0.000332177 0.000308726 0.000319146 0.000295062 0.000316253 0.000308209 0.000452379 0.000434218 0.000459112 0.000346288 0.000317809 0.000309028 0.000263572 0.000263073 0.000390113 0.000357181 0.000385018 0.000374382 0.000260432 0.00015879 0.00035712 0.000128458 7.20287e-05
threshold=-0.42985499999999993 -1.0000000180025095e-35 0.077685000000000018 -0.26821999999999996 -0.094679999999999986 0.085835000000000009 0.041935000000000007 0.03138500000000001 -0.15154999999999999 0.005105000000000001 -0.055679999999999993 -0.077459999999999987 0.13709500000000002 -0.0080899999999999982 -0.050004999999999994 -0.10575999999999998 0.10599500000000002 -0.083329999999999987 -1.0000000180025095e-35 0.091025000000000009 0.094195000000000015 -0.10192499999999999 -0.083424999999999985 0.091210000000000013 -0.09194999999999999 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
left_child=-1 -2 3 -3 -5 16 7 8 14 10 12 -12 13 -10 -7 21 17 22 19 -19 -21 -15 -6 -24 -11 -8
right_child=1 2 -4 4 5 6 25 -9 9 24 11 -13 -14 15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27
leaf_value=-0.00086069079239427053 -0.00075726606114217599 -0.00066192860195111297 -0.00061314087960543089 -0.00053433681513252371 0.00075683493138004564 0.0010921536502158655 0.00095072159486900732 0.00081363788405024694 -0.00068397781526612924 0.00026956787575112902 0.00012810833696307898 -0.00094456130270685731 0.00075158727247834518 2.3054960555723327e-05 7.7051472952926556e-05 -0.00026679208412844538 -0.0006438552153252736 -0.0010142420687280372 0.0002414962001252602 0.00046503012402808908 -0.00065618627711324176 0.00083630962779677228 -0.00023830778965793298 0.00056728200192995772 0.00093207146321906752 0.00045629156711764359
leaf_weight=0.0011226702858532491 0.0014090837929325297 0.0010354160992930564 0.0013936104086282866 0.0012852233597779863 0.0010158783329528576 0.001049055266625909 0.0010505747688696046 0.0012447231119394617 0.0010685066429345644 0.0010129743431336324 0.0011669058282981482 0.001717141208674498 0.0011748145936607557 0.0016054148115096645 0.0010397598941153116 0.0018948147804243578 0.001149027765744313 0.0013841327281725567 0.0018628959862905317 0.0010009275534090811 0.0010759743492452234 0.0011967387529789892 0.0018901265077744221 0.0019432572367179546 0.0010255382801596389 0.0010026912061757987
leaf_count=353 584 279 104 66 82 45 63 59 66 111 77 194 43 54 47 229 280 390 151 70 141 41 122 27 129 103
internal_value=0 9.75467e-06 4.32302e-05 7.28402e-05 9.83213e-05 0.00012678 0.000239766 0.000176329 0.00011947 3.71717e-05 -8.02068e-05 -0.000510552 9.86236e-05 -3.4429e-05 0.000586861 0.000113336 -4.5358e-05 2.22402e-05 -0.000224372 -0.000475125 -0.000115835 0.000370378 0.000292992 0.00017007 0.000602861 0.000709272
internal_weight=0 0.0336952 0.0322861 0.0308925 0.0298571 0.0285719 0.0172497 0.0151964 0.0139517 0.0118628 0.00982434 0.00288405 0.00694029 0.00576547 0.00208882 0.00469697 0.0113222 0.0101732 0.00532393 0.00346103 0.0020769 0.00280215 0.00484926 0.00383338 0.00203851 0.00205327
internal_count=3910 3557 2973 2869 2590 2524 1261 1095 1036 944 704 271 433 390 92 324 1263 983 752 601 211 95 231 149 240 166
is_linear=0
shrinkage=0.00131955


Tree=1596
num_leaves=15
num_cat=0
split_feature=2 4 16 4 52 2 51 51 43 0 48 43 43 16
split_gain=7.72806e-05 0.000195295 0.000162697 0.000181419 0.000149314 0.000263924 0.000145884 0.000194585 0.000142159 0.000189346 0.0001389 0.000165326 0.000179625 0.000106321
threshold=0.10910500000000002 -0.49269499999999994 -0.17157499999999998 0.28937500000000005 0.10701500000000001 0.099015000000000006 0.12342500000000002 -0.069529999999999995 0.083940000000000015 -0.060094999999999989 0.086935000000000012 -0.0037249999999999996 -0.089604999999999976 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 8 7 -4 9 10 11 12 -3 -13
right_child=2 4 6 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.0021209021082194946 -0.0018795516627752723 0.00026260488673514142 0.00011406495555592425 0.00081233108116773433 -0.001513412656207252 0.0019345734086934311 -0.0003425489230258454 0.002707110404704895 -0.001678370354947492 0.0013509922173244745 -0.0015270467746239102 0.0016425422053475281 -0.0021870312459323373 -4.632659224394728e-05
leaf_weight=0.0010080564542200429 0.0010702496466759026 0.001395996083230047 0.0010185403587325559 0.0010083105667865883 0.0012817220217925104 0.0014596116882567714 0.0011131195900688784 0.0014608272419177606 0.0011053127101680093 0.0018482053935049538 0.0014789464807682812 0.0014535222824720861 0.001117758974523507 0.0016509827745932182
leaf_count=163 77 330 202 181 520 223 96 223 208 161 225 169 899 233
internal_value=0 -0.000191133 0.000440306 -0.000573718 -3.90612e-05 0.000125114 0.00102701 0.00164187 -0.000137664 5.27085e-05 -0.000285382 4.14735e-05 -0.000826643 0.000744398
internal_weight=0 0.0138001 0.00567105 0.00207856 0.0127921 0.0115103 0.00359249 0.00247937 0.0100507 0.00894541 0.00709721 0.00561826 0.00251376 0.00310451
internal_count=3910 3131 779 258 2968 2448 521 425 2225 2017 1856 1631 1229 402
is_linear=0
shrinkage=0.00455379


Tree=1597
num_leaves=15
num_cat=0
split_feature=52 52 39 457 160 159 13 3 0 13 12 16 16 0
split_gain=8.753e-05 0.000133281 0.000122856 0.000132715 0.000263813 0.000148658 0.000112761 0.000145677 0.000140458 0.000103507 0.000275398 0.00019015 0.000162375 7.5473e-05
threshold=-0.27466499999999994 -0.14859499999999998 0.085060000000000011 0.088055000000000008 0.087825000000000014 -0.034019999999999988 0.16421000000000002 -0.100615 -0.077944999999999987 -0.094679999999999986 0.086935000000000012 -0.15595499999999998 -0.055679999999999993 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 13 11 -11 -13 -9
right_child=1 2 -4 -5 -6 6 -8 9 -10 10 -12 12 -14 -15
leaf_value=-0.0010319350348399218 0.0017929280536456273 -0.0017797623793519293 0.0012543573929982904 0.0012268752705292512 -0.0027271544778317384 7.6052858093370309e-05 -0.001384289833457075 -2.6096685730581095e-05 0.0026454804957150037 -0.0017205210808398331 -0.0026549798924289602 0.0018976067800379008 -0.00027943223615380363 0.0017903683643149511
leaf_weight=0.0018319093189975077 0.001061966982281364 0.0011718547638402419 0.0016781274297312963 0.0015173726573407828 0.0010147063849758062 0.0010025709587013765 0.0011626917386917965 0.0011871942965181598 0.0010671117652116266 0.0010489457273115121 0.0010885397767869086 0.00149102733214624 0.0018844519593159744 0.0010449049783030776
leaf_count=425 170 465 344 162 234 116 112 165 91 70 929 254 312 61
internal_value=0 0.000100756 -9.09017e-06 -0.000153506 -0.000312618 -0.000110957 6.71901e-05 0.000239138 0.00140083 -7.12963e-05 -0.000433882 0.000112574 0.000682216 0.000824239
internal_weight=0 0.0174215 0.0163595 0.0146814 0.013164 0.0121493 0.0109774 0.00981475 0.00206968 0.00774506 0.00551296 0.00442443 0.00337548 0.0022321
internal_count=3910 3485 3315 2971 2809 2575 2110 1998 207 1791 1565 636 566 226
is_linear=0
shrinkage=0.00492917


Tree=1598
num_leaves=15
num_cat=0
split_feature=1 43 52 42 4 2 12 0 48 13 49 0 12 0
split_gain=7.79709e-05 0.000132291 0.000161324 0.000131025 0.000181458 0.000177007 0.000115234 0.000175702 0.000190923 0.000191686 0.000176283 0.000177292 0.000119625 8.01032e-05
threshold=0.088010000000000019 -0.18906999999999999 0.086950000000000013 0.085545000000000024 -0.15333499999999997 0.085255000000000011 -1.0000000180025095e-35 -0.053834999999999994 0.11930500000000001 -0.094679999999999986 -0.07107999999999999 -0.15291499999999997 0.097345000000000015 -0.082074999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 13 8 9 -8 -11 -12 -13 -2
right_child=6 2 -4 -5 5 -7 7 -9 -10 10 11 12 -14 -15
leaf_value=0.0010415829849189722 0.00035553466729598151 0.0017383503595395687 -0.0018859707206867228 -0.0016515214991297024 0.0011300921023473145 -0.0012202344329513453 0.0022466159365497002 -0.0014760893425888558 -0.0014781423239983063 -0.0015035177470714689 0.0017594291180905238 -0.00096877496014089891 0.0010586470825245465 0.0020536449996767479
leaf_weight=0.0011957639868303283 0.0012426373646399862 0.0010983395081507474 0.00155830676060369 0.0010441670748806697 0.0010025530249630557 0.0019704995063676081 0.001170586672691821 0.0014035423724464971 0.0010931939530252066 0.001007395703680026 0.001686648957493376 0.0014945922182020826 0.0010122344853198406 0.0010738792643147895
leaf_count=158 223 84 748 503 247 585 115 294 72 61 81 389 137 213
internal_value=0 -0.000353269 -0.000603186 -0.000212422 0.000156655 -0.000427673 0.000238357 2.11836e-06 0.000280059 0.000581725 0.000206999 0.000617916 -0.00015012 0.00114274
internal_weight=0 0.00786963 0.00667387 0.00511556 0.00407139 0.00297305 0.0111847 0.00886819 0.00746465 0.00637146 0.00520087 0.00419348 0.00250683 0.00231652
internal_count=3910 2325 2167 1419 916 832 1585 1149 855 783 668 607 526 436
is_linear=0
shrinkage=0.00455379


Tree=1599
num_leaves=29
num_cat=0
split_feature=1213 151 52 14 1456 1374 128 133 49 52 15 47 13 2 16 457 39 4 4 474 2 4 16 13 1 2 51 13
split_gain=0.000497179 0.000523871 0.000516373 0.000471869 0.000449904 0.000442426 0.00042095 0.000350341 0.00029279 0.000571385 0.00090484 0.000663405 0.00048429 0.000672777 0.000520431 0.00056937 0.000590877 0.00067236 0.000779714 0.000437658 0.000543408 0.000425901 0.000489136 0.000387549 0.000180345 0.000132118 0.000130648 4.37627e-05
threshold=-1.0000000180025095e-35 -0.40391999999999995 -0.42985499999999993 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.086435000000000012 0.10681500000000001 0.10513500000000002 0.11588000000000002 -0.03231499999999999 0.13206500000000002 -0.091849999999999987 0.097940000000000013 0.41476000000000007 0.072090000000000015 0.005105000000000001 -0.23071499999999998 -0.10018999999999999 0.082665000000000002 0.11085000000000002 0.05309500000000001 -0.083564999999999987 -0.13934999999999997 0.084330000000000016 0.12732500000000002 0.081825000000000009 -0.26418499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 -11 12 13 23 15 16 17 -14 -19 20 21 22 26 -7 -17 -10 -20 -15
right_child=1 2 3 -5 5 6 -8 -9 25 10 -12 -13 14 27 -16 24 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00073217483676837186 -0.00086246757721744811 -0.00078552944643840239 -0.00063228748513050883 -0.00062689866276304938 -0.00055956154371290985 -0.00024762400895020868 -0.00053848248457660395 -0.00040323008685983841 0.00092630276488006374 0.00019098530889089568 -0.0012435312380712053 -0.00066642210190016079 -0.00096111929950784146 0.0012435614273850839 0.0010388461196382383 0.00033957810470543231 0.00073023727947236366 0.00098631652664080919 0.00037632564029167726 0.00063383406411975476 -0.0010135695397244947 0.00041342485783308844 -0.00082691209329011865 0.00066470105431763531 0.0010354286682775281 0.00032076728365522226 -0.00023839212698274629 0.00091070814105722903
leaf_weight=0.001442433443081397 0.0010278162823409423 0.001137850963953412 0.0012551006057179145 0.0014531291575375907 0.0013855450655881887 0.001413371261885954 0.0012785050328276417 0.0014550531157309357 0.0012327402840083814 0.0018699376435014625 0.0010682178829471969 0.0011467083084077947 0.0012119563234493846 0.0014132779903027748 0.0010427538992906502 0.0011323804063851925 0.0015588148853864789 0.0011401574829008531 0.0011012929055849935 0.0010469413873592792 0.0011384861059700047 0.0018695821770361998 0.0016250918039175935 0.0014672818622975493 0.0011717729988152126 0.0010164638690562389 0.001038804373490132 0.0010754930095840942
leaf_count=592 85 331 265 102 53 58 167 375 85 184 142 21 65 92 31 58 169 32 130 126 45 86 288 73 112 51 43 49
internal_value=0 1.24162e-05 3.82955e-05 6.61866e-05 9.75074e-05 0.00012715 0.000159386 0.000190985 0.000223269 0.000183902 -0.000330558 0.0002539 0.000305513 0.00062619 0.000191317 0.00012835 1.73559e-05 -9.18867e-05 2.56836e-05 -0.000114373 -0.000230024 -7.17109e-05 -0.000312602 0.000217075 0.000693452 0.000652648 7.79413e-05 0.00109972
internal_weight=0 0.0357745 0.0347467 0.0336089 0.0321557 0.0309006 0.0295151 0.0282366 0.0267815 0.0245323 0.00293816 0.0215942 0.0204475 0.00536942 0.015078 0.0140353 0.0117311 0.0101723 0.00896036 0.0078202 0.00677326 0.00563477 0.00376519 0.00288065 0.00230415 0.0022492 0.0021401 0.00248877
internal_count=3910 3318 3233 2902 2800 2535 2482 2315 1940 1804 326 1478 1457 272 1185 1154 984 815 750 718 592 547 461 131 170 136 173 141
is_linear=0
shrinkage=0.00124344


Tree=1600
num_leaves=31
num_cat=0
split_feature=1213 14 1429 157 157 1374 1374 150 11 376 376 1 4 4 2 52 13 132 49 52 3 2 15 151 52 3 42 151 2 4
split_gain=0.000553491 0.000478978 0.000502623 0.00043913 0.000443617 0.000408637 0.000362397 0.000572379 0.000618768 0.000379411 0.000434672 0.000416458 0.000529661 0.000743128 0.000540162 0.000418207 0.000497296 0.000379788 0.000468194 0.000563785 0.000331335 0.000425876 0.000335754 0.00027075 0.000237725 0.000250191 0.000231433 0.000222333 0.000126795 0.000121931
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.073574999999999988 -0.082104999999999984 0.087785000000000016 -0.095439999999999983 0.084800000000000014 0.088315000000000018 0.11605500000000001 0.048375000000000008 0.10561500000000001 -1.0000000180025095e-35 0.05309500000000001 0.10393500000000001 0.11401500000000002 -0.091849999999999987 0.085645000000000013 -0.0090499999999999973 0.071660000000000015 0.11476000000000001 0.106035 -0.055679999999999993 -0.085039999999999991 0.14114500000000005 0.16699000000000003 0.08401500000000002 -0.0080899999999999982 0.09142500000000002 -0.15333499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 12 15 -14 28 16 29 18 -18 -20 21 22 -13 -9 25 -22 -21 -25 -15 -8
right_child=1 -3 3 5 -6 -7 7 23 -10 -11 -12 20 13 14 -16 -17 17 -19 19 26 24 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00092296009237400874 -0.00094325141756718481 -0.00083370772898951171 0.00011395018194654006 -0.00064031629067175125 0.0012815002029693925 -0.00089189433739143202 0.001166366565763091 -4.2165846131243867e-05 -0.0010163404565853855 -0.00076731913895656113 0.00093536386584242362 -0.00020481948387194015 -0.0014861415776612993 -7.8907133464272168e-05 -0.0010463033072478575 -0.00074470480895777501 0.00064248993593254598 0.00078426485973396773 -0.0010283127747283032 -0.00034951053478176556 -0.00086993794799763752 0.0013538582482712316 0.00075484682103075227 0.0011476394202068695 0.00049130465994383626 0.00016451215951377346 0.00053469399395389915 0.00030860334471848738 0.00063487596642101843 0.0004557755470390755
leaf_weight=0.0014862898084263823 0.001125670327157823 0.0014590764136596093 0.0016703275332559109 0.0016111746205140767 0.0012613035661972463 0.0010594680309159435 0.0011027423115592683 0.0010569210148094754 0.0012532425598053001 0.0011830460178552929 0.0012853813787888071 0.001492720656590063 0.0012742377616771312 0.0011310755176465737 0.0010066309941932916 0.001178707891385882 0.0012618340203535156 0.0011388832252319236 0.0017862239313505505 0.0014358372059979918 0.0010042471520321783 0.0011849720313676926 0.0017476253959873836 0.0018618774622789491 0.0012097913588888787 0.0010626281453383624 0.0012000353582870549 0.0011151356383341518 0.0010689709288986271 0.0010325656466165199
leaf_count=592 180 112 273 34 127 75 19 68 67 28 101 89 184 66 122 242 81 65 495 194 36 88 31 123 23 96 93 67 83 56
internal_value=0 1.32557e-06 3.44307e-05 6.52777e-05 0.000616276 1.59488e-05 4.63033e-05 8.30865e-05 2.4008e-06 5.39064e-05 9.50648e-05 4.66724e-05 -0.000100671 -0.000526126 -0.000144644 8.73988e-05 0.000196887 1.01371e-06 -0.000155926 -0.000383751 0.000326318 0.000591536 0.00031276 0.000603959 -3.18743e-05 -0.000338103 5.30418e-05 0.000833352 0.00026791 0.000822748
internal_weight=0 0.0382624 0.0368033 0.0356776 0.00293163 0.032746 0.0316865 0.0300753 0.0260414 0.0247882 0.0236051 0.0223197 0.0146177 0.00448092 0.00320668 0.0101368 0.00895812 0.00682281 0.00568393 0.0044221 0.00770198 0.00442532 0.00324035 0.00403393 0.00327667 0.00206688 0.00263587 0.00297701 0.00220005 0.00213531
internal_count=3910 3318 3206 3026 400 2626 2551 2517 2259 2192 2164 2063 1700 455 271 1245 1003 928 863 782 363 208 120 258 155 132 287 190 149 75
is_linear=0
shrinkage=0.00148603


Tree=1601
num_leaves=15
num_cat=0
split_feature=52 52 51 42 50 47 48 1 16 43 15 12 2 3
split_gain=8.06748e-05 0.000110381 0.000151747 0.000149805 0.000137366 0.000165061 0.000258037 0.000424208 0.000246033 0.000134289 0.000134249 0.000119362 0.000257139 6.6759e-05
threshold=-0.27466499999999994 -0.091329999999999981 -0.07742499999999998 -0.090359999999999982 0.10119500000000002 0.09252500000000001 0.08740500000000001 0.094485000000000013 -0.094359999999999986 -0.066289999999999988 -0.092669999999999988 0.095295000000000019 0.086875000000000022 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 -4 5 6 7 11 -8 -2 -9 12 -5 -14
right_child=1 2 3 4 -6 -7 8 10 -10 -11 -12 -13 13 -15
leaf_value=-0.0012058111459192864 0.0028478790547440281 -0.0019744521639525393 -0.0020938351031433381 -0.0007492073138276776 -0.0018191332094916574 -0.0012511517359169659 -0.00302882146024885 0.0050805041848833018 0.00080486308754875488 -0.00018338997131022995 0.0021209888364452836 -0.0013024674848962914 0.0012443912171982443 0.003221026997185442
leaf_weight=0.0018439460575481728 0.0011066451718252587 0.001364208458040069 0.0010190145821411109 0.0019838342325235458 0.0010192516450270367 0.0017080289867389417 0.0011103063779959524 0.0010498365398455244 0.001326385260935121 0.0010084925374638344 0.0011701961942483519 0.0011558727416080827 0.0013435364938520072 0.0011406010505687347
leaf_count=425 219 305 314 593 345 181 83 237 152 157 210 247 380 62
internal_value=0 0.000115535 -6.1338e-05 0.000124725 0.000298524 0.000478564 0.000765941 0.00129651 -0.000941999 0.00140258 0.00352052 0.000418575 0.000863812 0.00215197
internal_weight=0 0.0175062 0.0153911 0.0140269 0.0130078 0.0119886 0.0102806 0.00784388 0.00243669 0.00211514 0.00222003 0.00562384 0.00446797 0.00248414
internal_count=3910 3485 3109 2804 2490 2145 1964 1729 235 376 447 1282 1035 442
is_linear=0
shrinkage=0.00600863


Tree=1602
num_leaves=16
num_cat=0
split_feature=2 4 42 40 133 16 133 52 12 48 4 51 51 42 15
split_gain=7.52758e-05 0.000136267 0.000151912 0.000137882 0.000146708 0.0001321 0.000131569 0.000201622 0.00022428 0.000165815 0.000123502 0.000113669 0.000177245 8.72762e-05 3.91268e-05
threshold=0.10946500000000002 0.15927500000000003 0.091955000000000023 -1.0000000180025095e-35 -0.085714999999999986 -0.17157499999999998 0.086895000000000014 0.071660000000000015 0.080120000000000011 0.085090000000000013 0.27608500000000008 0.12342500000000002 -0.069529999999999995 0.083610000000000004 -0.0039399999999999991
decision_type=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 9 14 -2 12 -7 -3 -6
right_child=5 13 -4 4 6 11 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0017124404014735768 -0.0017527749459333942 0.0017904026666875979 -0.0020589828028651077 0.0015574600955231891 0.0010533890114754192 8.7973218600035744e-05 0.0012742650800893842 0.0010199923559522984 -0.002558263672131749 -0.0019552100820382791 0.00068970938462592588 -0.00024903760881988082 0.0028031105925197422 -0.00012251145761319531 -0.00026209218604545347
leaf_weight=0.0013191722113490298 0.0010029944070938934 0.001221584810199493 0.0012352866010886679 0.0012540628499948412 0.0012178905479531821 0.0010087655796534867 0.0011433947560545721 0.0015231943034007336 0.0015816913023377413 0.0010028146437750518 0.0010089756238655587 0.0011077325404796889 0.0013878796700017631 0.0011025111878513461 0.0010007726339424901
leaf_count=168 69 166 526 391 58 198 482 437 602 67 187 95 218 131 115
internal_value=0 -0.000203867 -0.000427825 -0.000227193 -2.60109e-06 0.000478783 -0.000264512 -0.000542623 -0.00103816 -0.000291821 -0.000527902 0.00105675 0.00166029 0.000882949 0.000460015
internal_weight=0 0.0136024 0.0112783 0.010043 0.00872382 0.00551635 0.00746976 0.00632636 0.00480317 0.00322148 0.00201197 0.00350438 0.00239665 0.0023241 0.00221866
internal_count=3910 3143 2846 2320 2152 767 1761 1279 842 240 256 511 416 297 173
is_linear=0
shrinkage=0.00492917


Tree=1603
num_leaves=14
num_cat=0
split_feature=453 4 1 15 48 51 0 0 4 15 0 0 43
split_gain=8.19207e-05 0.000148897 0.000114948 0.000108612 0.00014257 0.000123696 0.000103917 0.000178814 0.00019521 0.000144576 0.000131078 0.000114657 0.000130317
threshold=1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 -0.10192499999999999 0.093225000000000016 0.089005000000000015 -0.10071499999999999 -0.077944999999999987 -0.077679999999999985 1.0000000180025095e-35 -0.053834999999999994 -0.017269999999999997 -0.083094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 9 8 -8 -5 -9 -12 -13
right_child=-2 2 -4 4 -6 -7 7 10 -10 -11 11 12 -14
leaf_value=-0.0018860643447940796 -0.0015422557914864816 0.0001434077000339498 0.0022935148262194444 0.001841184278572804 0.0014105088204787737 -0.0020877774473976617 -0.00018514859990101363 0.0017541337960054171 -0.0035005701186278109 -0.00063603038960188482 -0.001899713412052524 0.0016813093556189041 -0.0007669916287680647
leaf_weight=0.0010800298851295674 0.0010526976877516239 0.0016349338026149232 0.001555587249546752 0.0018000284757675464 0.0019171352487191715 0.0010726539773864537 0.0012049408908157361 0.0012411367857826094 0.0010793463331916012 0.001301355354861089 0.0011089981455746911 0.0011867117806316774 0.0016889375904933241
leaf_count=277 99 176 332 134 212 310 655 528 683 123 127 74 180
internal_value=0 8.30988e-05 0.00119173 -0.000157827 -2.05933e-05 -0.000255409 -7.01853e-05 -0.000430256 -0.00175172 0.000801733 0.000147379 -0.000353093 0.000243364
internal_weight=0 0.0178718 0.00319052 0.0146813 0.0136012 0.0116841 0.0106115 0.00751007 0.00228429 0.00310138 0.00522578 0.00398465 0.00287565
internal_count=3910 3811 508 3303 3026 2814 2504 2247 1338 257 909 381 254
is_linear=0
shrinkage=0.00566207


Tree=1604
num_leaves=14
num_cat=0
split_feature=11 48 0 1 16 13 12 15 15 3 15 4 16
split_gain=8.10585e-05 0.000108399 0.000252252 0.000220901 0.000103909 9.55517e-05 0.000211203 0.000174299 0.000168835 0.000166687 0.000165853 0.000150668 9.17116e-05
threshold=0.087830000000000005 0.016865000000000002 -0.19631499999999999 0.089605000000000018 -0.094359999999999986 -0.094679999999999986 0.051320000000000005 1.0000000180025095e-35 -0.035939999999999993 -0.084014999999999992 0.085120000000000015 -0.060264999999999992 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 12 7 8 -7 10 -8 -10 -1
right_child=-2 2 3 -5 -6 6 9 -9 11 -11 -12 -13 -14
leaf_value=0.0018568187027237016 -0.0016730688993193397 -0.0020272086518123198 0.0002051118939067776 0.0033968700427203999 0.00054235462904513791 -0.00054846685278432878 -0.0021079685711394834 -0.0019429981885257627 0.00049543021498547608 -0.0030407152550593944 0.00099485233775879994 0.0036455798458148898 -0.00037748199927650674
leaf_weight=0.001411142227815812 0.0010368125131086639 0.0011734135779279953 0.0015383451596927061 0.0017309987460612936 0.0011912540667182725 0.0017461309897281035 0.001298568584165701 0.0010253491727589825 0.0012085434410143425 0.0016804013953895186 0.0012897946135613722 0.0010799204854680979 0.0013504666191734268
leaf_count=211 157 60 331 301 52 283 554 79 107 1202 406 61 106
internal_value=0 9.00021e-05 0.000792125 0.00189503 -0.000732734 -0.000237182 -0.000533629 0.000313391 0.000886828 -0.00153764 -0.000561817 0.00198198 0.000764213
internal_weight=0 0.0177243 0.00563401 0.00326934 0.00236467 0.0120903 0.00932871 0.00505994 0.00403459 0.00426876 0.00258836 0.00228846 0.00276161
internal_count=3910 3753 744 632 112 3009 2692 530 451 2162 960 168 317
is_linear=0
shrinkage=0.0061288


Tree=1605
num_leaves=14
num_cat=0
split_feature=41 2 484 42 160 50 133 43 15 157 1 2 15
split_gain=7.6526e-05 9.63659e-05 8.21144e-05 8.44528e-05 0.000129029 0.000165955 0.000160507 0.000214601 0.000148575 0.000131455 0.000177356 0.000144918 0.000260766
threshold=0.078535000000000008 -1.0000000180025095e-35 -0.0043499999999999988 -0.10770999999999999 -0.098319999999999991 0.088160000000000002 0.099765000000000006 -0.074254999999999988 -1.0000000180025095e-35 -0.072409999999999988 0.11052000000000002 0.089910000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 -9 11 -11 -13
right_child=-2 2 3 4 5 -7 -8 9 -10 10 -12 12 -14
leaf_value=0.0014519162449079428 -0.0012637989028077784 -0.0014012576584974191 -0.0012941708159822146 -0.0014401894960215874 0.00038081280802475817 0.0021382061628493149 -0.0017107146263228587 0.0014943801430692108 0.0024717059065735431 -0.0013161856264750169 -0.0019444473830192018 0.0019659557336727867 -0.00084171803503606387
leaf_weight=0.0012006849294253488 0.0011459541973732048 0.001025453932716215 0.001068563730915322 0.0011528690996484873 0.0018416716810805804 0.0011501059957561574 0.0010792323558899567 0.0010351511882413823 0.0016101481249565239 0.0014097369621953104 0.0015043886303829565 0.0017256683063294337 0.0016222881562193425
leaf_count=242 195 585 189 421 404 274 312 131 129 459 175 180 214
internal_value=0 7.74977e-05 -2.42105e-05 6.86918e-05 0.000171747 0.000314936 0.000137653 0.000323233 0.00135614 -0.000165363 -0.000439726 3.60685e-05 0.000605467
internal_weight=0 0.017426 0.0162253 0.0151998 0.0141313 0.0129784 0.0118283 0.0107491 0.00345182 0.00729723 0.00626208 0.00475769 0.00334796
internal_count=3910 3715 3473 2888 2699 2278 2004 1692 533 1159 1028 853 394
is_linear=0
shrinkage=0.00502775


Tree=1606
num_leaves=28
num_cat=0
split_feature=52 14 157 454 159 403 1374 12 1374 130 1 160 12 133 38 2 151 4 4 4 51 0 42 3 52 0 3
split_gain=0.000514002 0.000361124 0.000392601 0.00049352 0.00041202 0.000419527 0.000442831 0.000346447 0.000358065 0.000364719 0.000333517 0.00033155 0.000606101 0.000590317 0.000520373 0.00045405 0.000528439 0.000437691 0.000314799 0.000427164 0.000313736 0.000285663 0.000197571 0.000189188 0.000169686 3.23593e-05 5.26517e-05
threshold=-0.42985499999999993 0.077685000000000018 -0.073574999999999988 -1.0000000180025095e-35 0.10856 -1.0000000180025095e-35 -0.095439999999999983 0.11655500000000001 0.085820000000000021 -1.0000000180025095e-35 0.090540000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.074699999999999989 -0.084129999999999996 0.25367000000000006 0.011185000000000002 -0.23071499999999998 0.08482000000000002 -0.089879999999999974 0.090750000000000011 0.076695000000000013 0.09716000000000001 -0.082994999999999985 -0.085674999999999987
decision_type=2 2 2 2 2 2 2 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 -5 -7 8 9 -8 -2 12 20 -13 15 -15 -17 18 19 24 -11 -21 23 -20 -18 -23 -27
right_child=1 -3 3 4 -6 6 7 -9 -10 11 -12 13 -14 14 -16 16 17 -19 22 21 -22 25 -24 -25 -26 26 -28
leaf_value=-0.00089279004673264203 7.79142206984681e-05 -0.00071298372405521372 -0.00097883291869616971 -0.00066200754052079863 -0.00085019905758357554 -0.00064800651463147016 -0.00044415028784785317 -0.00045426335633480096 -0.00064938097444077413 0.00085142936006517137 0.00097071382329171876 -0.00043709158326190624 -0.00084733544968410924 -0.00043600015635276518 -0.00052037518773527167 -0.00016052877992132176 -0.00011712759242801454 0.0012589352847164081 -0.00046871837206976749 0.00044051885615314381 -0.0001916692488517655 0.001371726357748041 0.00069078764469992669 0.00030992565634036494 0.00058200530761174795 0.0012735784248109954 0.00083833409965336286
leaf_weight=0.0013391694362338549 0.0018294003651861393 0.0013681475622621111 0.0010454998856408429 0.0016087178335589805 0.0010771684597005162 0.0015827642980639203 0.0016439131486275507 0.0019364911561990375 0.0010396350749937158 0.0011515594969582202 0.0016003657927550208 0.0018638080394367531 0.0014824550523880181 0.0010498658574101703 0.0011510634035635228 0.0019489060295123659 0.0013548022193141567 0.0019611502375784804 0.0011320450447058769 0.0015840419115264919 0.0012025795411014784 0.0011320381580368537 0.0011045024774671841 0.0014546024335686525 0.0014840385230172615 0.0012521995655809708 0.001036266400532386
leaf_count=353 260 118 71 857 179 30 141 107 68 91 129 325 377 99 48 108 38 155 33 72 42 10 25 17 21 38 98
internal_value=0 7.53092e-06 3.43839e-05 -1.30349e-05 1.82898e-05 4.8315e-05 8.69871e-05 0.000128585 0.000171946 0.000206116 0.000494504 0.000251904 -0.00013193 0.000327387 0.000408135 0.000472931 0.000534717 0.000635117 0.000529053 0.000690925 0.000318577 0.000941975 0.000185087 -3.08475e-05 0.000248353 0.0011742 0.00107649
internal_weight=0 0.038078 0.0367099 0.0332801 0.0322346 0.0311574 0.0295487 0.027966 0.0260295 0.0249898 0.00342977 0.0233459 0.00383659 0.0195093 0.0176455 0.0164945 0.0154446 0.0134957 0.0115345 0.00784339 0.00235414 0.00500455 0.00369115 0.00258665 0.00283884 0.0034205 0.00228847
internal_count=3910 3557 3439 3050 2979 2800 1943 1913 1806 1738 389 1597 510 1087 762 714 615 507 352 277 133 218 75 50 59 146 136
is_linear=0
shrinkage=0.00142833


Tree=1607
num_leaves=26
num_cat=0
split_feature=1213 14 52 151 9 403 1456 49 157 3 16 13 52 43 12 3 12 16 124 457 48 16 0 13 3
split_gain=0.000455689 0.000427554 0.00042133 0.000385438 0.000352904 0.000321911 0.000339734 0.00033135 0.000308977 0.000412838 0.000701014 0.000655172 0.000483512 0.000317214 0.000280013 0.000256459 0.000320639 0.000234838 0.000497993 0.00024736 0.00028396 0.000332058 0.000223533 0.000135025 4.03879e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10513500000000002 -0.062769999999999979 -0.015064999999999997 0.24895000000000003 0.16421000000000002 0.10599500000000002 -0.14839499999999997 0.092365000000000017 -0.084129999999999996 0.086865000000000012 -0.063614999999999991 0.0049200000000000008 -0.066264999999999991 0.085845000000000019 -0.094359999999999986 -0.15291499999999997 -0.0097449999999999985 -0.079214999999999994
decision_type=2 2 2 2 2 2 2 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 -8 10 11 12 13 -10 15 16 -15 19 23 -11 22 -22 -21 -19 -17
right_child=1 -3 3 4 5 6 7 -9 9 17 -12 -13 -14 14 -16 24 -18 18 -20 20 21 -23 -24 -25 -26
leaf_value=-0.00082461806083926976 -0.00082436087565942149 -0.00077398954518063912 -0.00076733536328727045 0.00088448749551227183 -0.00068025714989012524 -0.00067557488599757725 0.00063267383864727331 0.00070414760597458054 0.0010732490004244778 -0.00058728442068156465 0.0011035433721670485 -0.00066741791958456801 -0.00064607491348468065 -0.00039715728135243547 -0.00026560857459726644 0.00061384881288132492 0.00069263490104340452 -0.00041897128647257816 0.00034715586424492983 0.00098588751030825482 -0.0007951175943287052 0.00035173771146018978 0.00011284802855446363 -0.0010173514160431909 0.0010131591029827664
leaf_weight=0.0013928736175365377 0.0010983877270961109 0.0013598230363192068 0.0010649184831521543 0.0011457347508034834 0.0011038422811206752 0.0010852355182649617 0.0019823715712515835 0.0019631007264639113 0.0011837395783540492 0.0010907451594253104 0.0016022970796074629 0.0019056962133232888 0.0010363408232218485 0.0011816783585233631 0.0015161749973790634 0.0010497944153818328 0.0010316361926694384 0.0014895694780320268 0.0012296414867565275 0.0010814984712110842 0.0010245022657571212 0.0010357635713504898 0.0013391773734941215 0.0015911157077660512 0.0010177202203991136
leaf_count=592 337 112 80 125 558 260 290 141 50 40 39 108 227 126 152 116 72 61 17 72 40 30 94 93 78
internal_value=0 9.82772e-06 4.43765e-05 7.64483e-05 0.000107771 7.54593e-05 0.000107012 0.000140512 9.3205e-05 4.32483e-05 0.000226919 8.53643e-05 0.000264304 0.000399456 0.000261869 0.000448689 0.0001108 -0.000170961 -0.000421298 2.27039e-05 0.000171186 -0.000218556 0.000502901 -0.000728023 0.000810407
internal_weight=0 0.0322105 0.0308507 0.0297523 0.0286874 0.0275416 0.0264378 0.0253526 0.0233895 0.0214071 0.0115251 0.00992278 0.00801708 0.00698074 0.005797 0.00428083 0.00221331 0.00988201 0.00431033 0.00557169 0.00448094 0.00206027 0.00242068 0.00308069 0.00206751
internal_count=3910 3318 3206 2869 2789 2664 2106 1846 1705 1415 968 929 821 594 544 392 198 447 171 276 236 70 166 154 194
is_linear=0
shrinkage=0.00142833


Tree=1608
num_leaves=16
num_cat=0
split_feature=1 13 43 160 42 475 43 3 42 3 2 4 4 0 0
split_gain=7.7001e-05 0.000115293 0.000151484 0.000114067 0.000140791 0.000111866 0.000114637 0.000134233 0.00012164 0.000116986 0.0001029 0.000280362 0.000173832 0.000168082 8.52848e-05
threshold=0.12730000000000002 0.17936000000000002 -0.15648499999999999 -0.098319999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.08221500000000001 -0.015794999999999997 0.113945 0.0057500000000000008 -0.054534999999999993 -0.17106499999999999 -0.053834999999999994
decision_type=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 -8 11 12 -11 -13 -2
right_child=14 -3 3 4 5 6 8 -9 -10 10 -12 13 -14 -15 -16
leaf_value=0.0019311914964829419 0.0018969307976853182 -0.0017062550550113996 -0.0019003016210205647 -0.0017988034232316737 -0.0012329532816137642 0.00020721082300029434 0.0019641740966937979 0.0029033821325557189 -0.0014480016825564738 0.00060541904816055112 -0.0013650180391089361 0.003495759022603173 -0.0026345475547723579 0.0003120596022757783 -0.00021014731008173152
leaf_weight=0.0011508413706482453 0.0012834241260466887 0.0013352889435900425 0.0010761643902752827 0.0012385969292595918 0.001523863022219075 0.0012102929526981582 0.0011738184759412795 0.0010738612039298693 0.0013595291932643749 0.0010296810034715609 0.0012501505576985039 0.0010247639747853476 0.0010115550406197861 0.001019187424066148 0.0010985833348355128
leaf_count=114 193 178 455 776 469 290 129 279 592 44 80 53 75 31 152
internal_value=0 -0.000142608 -4.72134e-06 -0.000163956 -1.92756e-05 0.000169486 0.000379982 0.00147478 6.21805e-05 0.000377603 2.85447e-05 0.000455003 -0.00100018 0.00190825 0.000925145
internal_weight=0 0.0164776 0.0151423 0.0139915 0.0129153 0.0116767 0.0101528 0.00228415 0.00786869 0.00650916 0.00533534 0.00408519 0.00204124 0.00204395 0.00238201
internal_count=3910 3565 3387 3273 2818 2042 1573 569 1004 412 283 203 119 84 345
is_linear=0
shrinkage=0.00555105


Tree=1609
num_leaves=15
num_cat=0
split_feature=403 52 52 50 159 151 52 13 43 43 4 49 4 12
split_gain=6.99803e-05 8.53337e-05 0.000110377 0.000115469 0.000122709 0.000164785 0.000150234 0.000187681 0.000121987 7.80884e-05 9.12114e-05 0.000107121 8.05644e-05 6.47722e-05
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.108275 0.10119500000000002 -0.026594999999999997 -0.084019999999999984 0.10599500000000002 -0.083514999999999992 -0.0031199999999999995 -0.15648499999999999 -0.083534999999999984 -0.010424999999999999 -1.0000000180025095e-35 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 -9 -11 -12 -13 -10
right_child=1 2 3 -5 5 6 -8 9 13 10 11 12 -14 -15
leaf_value=-0.0011855888186681166 -0.00090810890406165532 0.0015915933317191661 0.0016222040965239092 -0.0015103098581745577 -0.0014985245963999767 0.0027704191936970555 -0.0013293395183925248 0.0011083372697455384 0.0016057108741740936 -0.0015114387726881734 -0.00088269999877266237 0.0017224264344132662 -3.7572527263208651e-05 -0.00012607721258023742
leaf_weight=0.0011046407954118783 0.0018676129189560018 0.0012023463587368761 0.001259164277739957 0.0010074164268673623 0.0014385238861504427 0.0010494608952142451 0.0012546074958757073 0.0011771862387002239 0.0010078003663404203 0.0010928016391656978 0.0016937105703702408 0.0010363059732409899 0.0014675012459552531 0.0010096697343415784
leaf_count=930 415 253 272 340 255 180 211 69 191 134 160 188 244 68
internal_value=0 6.84057e-05 0.000184594 6.78781e-05 0.000185764 3.78428e-05 0.00024269 0.000449548 0.00143413 -1.73481e-05 -0.000267832 5.59342e-05 0.000690877 0.000739015
internal_weight=0 0.0175641 0.0156965 0.0144941 0.0134867 0.0122276 0.010789 0.00953444 0.00306693 0.00646751 0.00529032 0.00419752 0.00250381 0.00201747
internal_count=3910 2980 2565 2312 1972 1700 1445 1234 439 795 726 592 432 259
is_linear=0
shrinkage=0.00483252


Tree=1610
num_leaves=14
num_cat=0
split_feature=150 151 1 52 52 16 47 3 0 3 15 16 0
split_gain=7.05348e-05 0.000128816 0.00011612 0.000288891 0.000145669 0.000153254 0.000133083 0.000152805 0.000150888 0.000175518 7.72249e-05 0.000169686 5.78583e-05
threshold=0.083205000000000015 -0.051109999999999996 0.10752500000000002 0.11401500000000002 0.091210000000000013 0.081265000000000018 0.081320000000000017 -0.089974999999999986 -0.084304999999999977 0.084925000000000014 -0.017214999999999998 -0.069144999999999984 -0.14070999999999997
decision_type=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 11 12 -4
right_child=1 -3 10 -5 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0013856234464681928 0.0018913507379966265 -0.00030115556024797496 0.00027905594657144309 -0.0033719533811895721 0.0015498143701239567 -0.0023930966980936015 -0.0020574844530607921 -0.0017537616858961113 0.0021658530763605183 0.0015508397535081125 0.0018339943337348234 -0.0011306073480870176 0.002211386015133229
leaf_weight=0.0014259503436617688 0.0016739432238006557 0.0019177942016752178 0.0010014341533147557 0.0010753838521073708 0.001343238453952178 0.0012146460263785658 0.0010197707421690724 0.0011180341112330067 0.0016184455721638385 0.0010299205922645882 0.0011643307874856798 0.0018505103604667394 0.0010680568745634056
leaf_count=355 316 188 82 471 245 459 172 591 466 47 113 212 193
internal_value=0 0.000720671 -0.000180768 -0.000546788 -0.000200364 -0.000516909 -0.000150062 0.000224554 0.000834163 -0.000169242 0.000527998 0.000140087 0.00127632
internal_weight=0 0.00359174 0.0149297 0.00984539 0.00877001 0.00742677 0.00621212 0.00519235 0.0037664 0.00214795 0.00508433 0.00392 0.00206949
internal_count=3910 504 3406 2806 2335 2090 1631 1459 1104 638 600 487 275
is_linear=0
shrinkage=0.00577531


Tree=1611
num_leaves=25
num_cat=0
split_feature=9 14 44 3 48 2 0 52 13 3 3 48 42 43 43 151 49 1 16 15 2 47 0 2
split_gain=0.000325505 0.000278779 0.000266156 0.000413282 0.000275492 0.000362888 0.000507916 0.000383829 0.000447499 0.000343581 0.00029887 0.00028636 0.000240096 0.000371403 0.000367692 0.000238803 0.000271618 0.000228161 0.000264997 0.000456058 0.000215214 0.000236434 0.000229203 0.000181055
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088980000000000017 0.24227500000000002 0.12649500000000002 0.089910000000000004 -0.17106499999999999 0.11588000000000002 -0.089899999999999994 -0.15121499999999996 0.076695000000000013 0.085090000000000013 -0.089024999999999979 -0.24333999999999997 1.0000000180025095e-35 -0.044604999999999992 -0.04682999999999999 0.08844500000000001 0.23932500000000004 0.024640000000000006 0.084235000000000018 0.086425000000000016 -0.10783 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
left_child=-1 2 3 4 5 9 15 8 23 -2 17 12 13 -11 20 -7 -17 18 19 -10 21 22 -14 -8
right_child=1 -3 -4 -5 -6 6 7 -9 10 11 -12 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00073735932556137109 0.0006368400828949902 -0.00071425646395032632 -0.00073416897026739854 0.000823809324512204 -0.00065146582662088063 0.00013627993166116773 0.00017069944280971415 -0.00065942937399253703 -0.00091307972726949367 -0.00036023021871695179 -0.0008260770986371072 -0.00085515802684000045 0.00076711661821968755 0.00074262133100761211 -0.0010710755191677918 0.00039805439669541893 0.0014320378466729734 0.00058784127403877016 0.0004766904787614434 0.00034362405570252717 -0.00064563297482379833 -0.00046325868658005954 -7.7553772533898242e-05 0.00086329783914925633
leaf_weight=0.0011768517017972926 0.0010063802484259156 0.0012607681312222776 0.0010528367264797103 0.0012709766008263115 0.0014174550217076467 0.0011846843801999185 0.0014299851540862125 0.0015457468353606294 0.0015012518369670724 0.0012384031045298283 0.0010350031137709159 0.001452441069561757 0.0011132364731167828 0.0013598158016303475 0.0011092437061077376 0.0010105962034714366 0.0011561619984760416 0.0011977011415648664 0.0010284956069649964 0.0010358356680753023 0.001433576130920905 0.0015038611400188806 0.0017596980559107878 0.0018217200017254243
leaf_count=128 47 124 44 145 99 46 60 295 290 45 69 200 26 191 267 29 37 232 160 192 533 159 433 59
internal_value=0 -4.32885e-05 -1.47723e-05 1.16991e-05 -2.60523e-05 8.14381e-06 0.000167875 1.1513e-05 0.000126111 -0.000177868 -0.000116497 -0.000252606 -0.000160656 0.000216963 -0.000302447 0.000662219 0.000949778 3.76857e-05 -0.000147115 -0.000399996 -0.000155709 4.76016e-06 0.000249748 0.000558718
internal_weight=0 0.0309259 0.0296651 0.0286123 0.0273413 0.0259238 0.0139472 0.0105957 0.00904999 0.0119767 0.00579829 0.0109703 0.00951783 0.00259822 0.00691962 0.00335144 0.00216676 0.00476328 0.00356558 0.00253709 0.00581037 0.0043768 0.00287293 0.00325171
internal_count=3910 3782 3658 3614 3469 3370 1469 1357 1062 1901 943 1854 1654 236 1418 112 66 874 642 482 1151 618 459 119
is_linear=0
shrinkage=0.00145689


Tree=1612
num_leaves=29
num_cat=0
split_feature=1213 14 1374 1456 151 49 474 475 130 51 50 52 13 12 2 12 12 13 2 16 133 4 1 15 16 16 2 42
split_gain=0.000481796 0.000326186 0.000359648 0.000344838 0.000365086 0.000366056 0.000322636 0.00041094 0.000272203 0.000332058 0.000423793 0.000393053 0.000675449 0.000371399 0.00044093 0.000806618 0.000431694 0.000364974 0.000570404 0.000471653 0.000634116 0.000347173 0.000355407 0.000293723 0.000199655 0.00046717 0.000121761 2.4176e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 -1.0000000180025095e-35 -0.27336999999999995 0.10513500000000002 0.084835000000000008 -1.0000000180025095e-35 -0.0015749999999999998 0.13741000000000003 0.099470000000000017 0.11401500000000002 -1.0000000180025095e-35 0.11655500000000001 0.086875000000000022 0.097345000000000015 0.084100000000000022 -0.091849999999999987 0.097940000000000013 -0.41862999999999995 0.087035000000000015 -0.030814999999999995 0.095575000000000007 0.084955000000000017 -0.092014999999999986 0.0015250000000000001 0.13081000000000001 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
left_child=-1 2 -2 -4 -5 6 7 -6 23 10 11 13 -13 14 15 16 21 18 -16 -19 24 -10 -23 -9 -21 -26 -7 -27
right_child=1 -3 3 4 5 26 -8 8 9 -11 -12 12 -14 -15 17 -17 -18 19 -20 20 -22 22 -24 -25 25 27 -28 -29
leaf_value=-0.00085076873174817682 -0.0006489532190290273 -0.00067590289527060996 -0.00063529375735426599 -0.00075172715700104519 -0.000818540092500763 0.0010261323283957474 0.00071986254728714609 -0.00097560578491963422 0.00063245447367517088 -0.00061779865541473032 0.0010801669317745948 -0.0012262251756337097 0.00035812852778433814 -0.00061204695783313398 3.3654048291592811e-05 0.00089602689990444997 -0.0010291982106753047 -0.00052700418904303955 0.001373832941221263 0.0012025191215832231 -0.00047898591478118724 -0.00098911899257428035 0.00013765255327394393 0.00014614307674851995 -0.00029670263261982082 0.0010865456949574321 0.00033393625739193953 0.0007633708191768394
leaf_weight=0.0014768834873411371 0.0015706592299657976 0.0014441043835911041 0.0014248697741942587 0.0010425918030569905 0.0011398544256164258 0.0012542335399941809 0.0017125273034076507 0.001045241245645089 0.0011248604033570198 0.0012028621994750735 0.0011065004938549108 0.001185253242007106 0.0011916208032234357 0.0011319058558736097 0.0010937820248031385 0.0015771119090866037 0.0013823637749485473 0.001310073710508607 0.0019545071781984502 0.0013461770457311884 0.0012353523686748635 0.001109461880800299 0.0013959976205874108 0.0010170138868892398 0.001035646309525606 0.0010435165796245371 0.0010155970200795839 0.0010019990903413767
leaf_count=592 66 112 312 82 183 155 299 144 74 90 109 221 41 51 35 54 262 96 106 63 164 70 108 108 139 75 70 29
internal_value=0 1.56674e-05 4.53451e-05 7.93374e-05 0.000112553 0.000142981 9.53794e-05 5.36549e-05 9.4248e-05 0.000141752 0.000184795 0.000135554 -0.000431926 0.000211575 0.000267699 -3.08653e-05 -0.000322488 0.000464033 0.000892952 0.000276521 0.000462419 -5.33849e-05 -0.000361302 -0.000422408 0.000725097 0.000516508 0.000716421 0.000928238
internal_weight=0 0.0350957 0.0336516 0.0320809 0.0306561 0.0296135 0.0273436 0.0256311 0.0244912 0.022429 0.0212261 0.0201196 0.00237687 0.0177428 0.0166108 0.0065898 0.00501268 0.0100211 0.00304829 0.00697277 0.00566269 0.00363032 0.00250546 0.00206226 0.00442734 0.00308116 0.00226983 0.00204552
internal_count=3910 3318 3206 3140 2828 2746 2521 2222 2039 1787 1697 1588 262 1326 1275 568 514 707 141 566 470 252 178 252 306 243 225 104
is_linear=0
shrinkage=0.00148603


Tree=1613
num_leaves=29
num_cat=0
split_feature=1213 1374 447 14 1456 11 1374 1 0 150 403 4 13 48 453 2 51 14 1 3 3 2 13 3 47 48 16 0
split_gain=0.000341737 0.000317828 0.000387659 0.000805241 0.00047063 0.000322046 0.000350154 0.000366973 0.000453791 0.000436091 0.000525507 0.00039282 0.000312482 0.000306978 0.00029283 0.00033153 0.000537039 0.000343343 0.000286892 0.00027583 0.00033852 0.000394179 0.000239562 0.000176424 0.000265808 0.00016472 0.000277658 0.000100022
threshold=-1.0000000180025095e-35 0.089520000000000016 0.08840000000000002 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 -0.089879999999999974 0.083205000000000015 0.03138500000000001 -0.23071499999999998 -0.10023999999999998 0.090530000000000013 0.087015000000000009 1.0000000180025095e-35 0.10876000000000001 -0.13131999999999996 0.13026000000000001 -0.115685 -0.089974999999999986 0.10362500000000001 0.16421000000000002 -0.077894999999999978 0.09252500000000001 0.086870000000000017 -0.083564999999999987 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 10 11 -9 -8 -11 15 18 17 -17 23 22 -21 25 -10 -13 -25 26 -22 -19
right_child=1 -3 -4 -5 5 -7 7 9 19 13 -12 14 -14 -15 -16 16 -18 27 -20 20 21 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.00067695418981160817 -0.00087144110120117584 -0.00078499649492985984 0.0008516092432136167 -0.0012222739231908895 -0.00061439328928366481 -0.00056644466571323751 -0.00011350427939305341 -0.00070529582639360208 0.0010133935197476677 0.00035942862413914175 0.0010501026008968859 -0.00065156141871795499 -0.0011561074369978342 0.0014097196572821589 -0.00053439552663963794 0.0001388377505068748 -0.00035554485936306715 0.00072049740510474311 0.00047189278688872 -0.00075086367548897644 0.00065758645656908076 -0.00051072660280011199 5.1050256267671167e-05 0.00041397870760848495 -0.0005322152019909454 0.00084915385702439433 -0.00027062013770856439 0.0012787324398741799
leaf_weight=0.0015598447337282764 0.0011065582821226097 0.0010043730312976331 0.0011331247942675251 0.0010606057896118673 0.001295366032874056 0.0015067671954369635 0.0012212352202581878 0.0011300338021813525 0.0010785512605480056 0.0011901351548165287 0.001305452756169335 0.0012702316855923729 0.0011282922650850897 0.0010855864202204968 0.0010734559476510705 0.0012373378318902839 0.0011292695388505081 0.0011178617281757397 0.0018243516250135011 0.0011601071248315501 0.001251173097008668 0.0015088678734023198 0.0010333352450215827 0.0013967046053094938 0.0010695242363421009 0.001006044229739711 0.0013855451022635138 0.0015807962528937708
leaf_count=592 302 83 116 108 63 112 46 135 19 130 61 243 299 64 37 84 52 30 79 147 126 175 32 131 73 56 372 143
internal_value=0 6.62964e-06 3.0516e-05 1.57946e-06 4.33266e-05 7.70838e-05 0.000111131 0.000145704 -5.91202e-05 0.000280165 0.00018674 9.88896e-05 -0.000614184 0.000860448 0.000176564 0.000248386 0.00051273 0.000761846 7.59841e-06 9.5699e-05 -5.38072e-05 0.000103165 0.000542524 -0.000219096 3.6448e-06 0.000357444 0.000169832 0.0010475
internal_weight=0 0.0342907 0.0332863 0.0321532 0.0310926 0.029986 0.0284793 0.0271839 0.0107732 0.0164107 0.014135 0.0128296 0.00234953 0.00227572 0.0116995 0.0106261 0.00506527 0.003936 0.00556081 0.00842362 0.00631174 0.00515163 0.00211189 0.00373646 0.00246623 0.00364276 0.00263672 0.00269866
internal_count=3910 3318 3235 3119 3011 2709 2597 2534 1272 1262 1068 1007 345 194 872 835 309 257 526 927 876 729 51 447 204 554 498 173
is_linear=0
shrinkage=0.00142833


Tree=1614
num_leaves=16
num_cat=0
split_feature=403 0 2 41 15 3 1 52 4 1 15 151 1 0 13
split_gain=7.48309e-05 8.5275e-05 0.000141351 0.000125885 0.000139062 0.000174182 0.000110783 0.000184236 0.000133588 0.000171397 0.000112432 0.000187522 0.000109496 0.000113281 5.47773e-05
threshold=0.088015000000000024 0.076335000000000014 0.106285 1.0000000180025095e-35 0.099325000000000011 -0.115685 0.094385000000000011 -0.089799999999999977 0.053925000000000008 0.11215000000000001 -0.0058549999999999991 -0.024429999999999997 0.11198000000000001 -0.11756999999999999 -1.0000000180025095e-35
decision_type=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 11 -9 -10 -14 -12
right_child=-2 2 -4 -5 -6 6 8 10 12 -11 14 -13 13 -15 -16
leaf_value=0.002264086052558005 -0.001371718000930097 -0.00022236914204300736 0.0023749672379192459 -0.0016802476390601982 -0.0014731498136103757 -0.002434323087713324 0.0022985966107721373 0.00054096889985771771 -0.0015105116664095555 -0.00031372826204441518 1.6629218386562604e-05 -0.0023278705170220455 -0.00072462185591217756 0.0014258399174341149 0.0016190818556395686
leaf_weight=0.0010201741386136583 0.0010020780721826687 0.001159742272478336 0.0010499128554120329 0.0011730577761104857 0.00139654806615619 0.0010244749665200203 0.0018128322222709659 0.0012798541873431796 0.0010734890043355705 0.0010391833458244792 0.0011577977180558174 0.0011267717650029338 0.0011926295881740517 0.0014010478409387066 0.0010884246433917671
leaf_count=128 343 117 94 193 355 411 235 203 94 132 637 490 102 216 160
internal_value=0 6.81767e-05 0.00101175 -6.38981e-05 6.58523e-05 0.000228472 5.82033e-05 -0.00046554 0.000514312 0.00134675 -3.20482e-05 -0.000802209 -0.000133087 0.000437011 0.00079311
internal_weight=0 0.0179959 0.00220966 0.0157863 0.0146132 0.0132167 0.0121965 0.00567732 0.00651918 0.00285202 0.00465285 0.00240663 0.00366717 0.00259368 0.00224622
internal_count=3910 3567 211 3356 3163 2808 2680 1901 779 367 1490 693 412 318 797
is_linear=0
shrinkage=0.00512831


Tree=1615
num_leaves=25
num_cat=0
split_feature=14 3 1456 1213 151 49 1374 457 51 4 2 150 40 4 2 13 160 12 16 4 42 0 15 0
split_gain=0.000394609 0.000377067 0.000344445 0.000318163 0.000336209 0.000348266 0.000297378 0.000299203 0.000333051 0.00029327 0.000412311 0.000299934 0.000261897 0.000284657 0.000232713 0.000273396 0.000332364 0.000191541 0.00020746 0.000178766 0.000320097 0.000232661 0.000302059 3.03434e-05
threshold=0.077685000000000018 0.30601500000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.10447000000000002 -0.094679999999999986 0.088055000000000008 0.12900500000000004 0.27608500000000008 0.11260500000000001 0.086420000000000011 -1.0000000180025095e-35 -0.012149999999999999 0.11125500000000001 -0.060719999999999989 -0.07656499999999998 0.097345000000000015 -0.083564999999999987 -0.08422499999999998 -0.089024999999999979 -0.087899999999999992 -0.097794999999999979 -0.096384999999999985
decision_type=2 2 2 2 2 2 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 11 -11 12 13 -8 15 17 -17 18 23 -18 -21 22 -22 -14
right_child=-2 -3 3 4 5 -7 7 -9 -10 10 -12 -13 14 -15 -16 16 19 -19 -20 20 21 -23 -24 -25
leaf_value=-0.00072973999108921393 -0.00075809846458435733 0.00076239425603135552 -0.0006299602842345576 -0.00071810760267594555 -0.00062458725388140365 0.00063289813255918489 8.5650833358182437e-05 0.00065208158793254693 -0.00072763512034587337 -4.5251202665741202e-05 0.0010318955602330333 -0.0005776479477109035 0.00038574813361562973 -0.00082564046557720048 -0.00045989760972789005 0.00050384941115259581 -0.00049435980169996281 0.00083886669776097927 -8.9453828797081175e-05 0.00055283713708339317 -0.00048478928397463917 -0.00075545254200114036 0.00052856670584414415 0.00071274423875159116
leaf_weight=0.0011696611884225569 0.0012417262133119769 0.0011785435520141043 0.0013214817132285997 0.0010051675566276055 0.0011880814101612449 0.0018828360349561471 0.0012999759282582568 0.001476868938606434 0.001012655719832444 0.0013000473843546292 0.001275259552611277 0.0014807376522315554 0.0010571968709041646 0.0011888149156648034 0.0011441075565490908 0.0019623460201401719 0.0017620277927312602 0.0014062208065223625 0.0017114627904086183 0.0013747980351637148 0.0010549627264765937 0.0010165688554883666 0.001076734241681079 0.0010006825962252108
leaf_count=348 126 162 541 94 49 211 62 119 98 107 140 148 53 114 112 148 255 43 445 54 70 248 48 115
internal_value=0 1.55303e-05 -1.3646e-05 1.52373e-05 4.60427e-05 7.48402e-05 3.24541e-05 6.55291e-05 2.63754e-05 6.25423e-05 0.000488138 3.41392e-06 5.38598e-05 -0.000349644 0.000122798 0.000172464 2.02987e-05 0.000414946 0.000256794 -0.000130677 1.10016e-05 -0.000225609 2.70635e-05 0.000544756
internal_weight=0 0.0313472 0.0301687 0.028999 0.0276776 0.0266724 0.0247895 0.0236015 0.0221246 0.0211119 0.00257531 0.0185366 0.0170559 0.00248879 0.0145671 0.013423 0.00824744 0.00517556 0.00376934 0.00628509 0.00452306 0.00314827 0.0021317 0.00205788
internal_count=3910 3784 3622 3274 2733 2639 2428 2379 2260 2162 247 1915 1767 176 1591 1479 823 656 613 675 420 366 118 168
is_linear=0
shrinkage=0.00134594


Tree=1616
num_leaves=29
num_cat=0
split_feature=14 3 52 157 4 484 3 403 484 124 151 40 2 15 48 133 4 2 2 4 2 13 133 41 4 3 12 16
split_gain=0.000524993 0.000552199 0.00036724 0.000361457 0.000390218 0.000383674 0.000444257 0.000473917 0.000449437 0.000375998 0.000333291 0.000388259 0.000314282 0.000629981 0.000605771 0.000382682 0.000402383 0.000307466 0.00037543 0.000607002 0.000299541 0.000314338 0.000276236 0.00026687 0.000223666 0.000219396 0.000220587 0.000115797
threshold=0.077685000000000018 0.30601500000000009 -0.42985499999999993 -0.077534999999999979 -0.0017649999999999999 -0.078424999999999981 -0.12008499999999998 -1.0000000180025095e-35 0.09129000000000001 -0.073304999999999995 -0.084129999999999996 -0.068949999999999997 0.11260500000000001 -0.074174999999999977 0.099240000000000009 0.086895000000000014 0.070230000000000015 0.093070000000000014 0.089910000000000004 -0.0031049999999999997 0.11362000000000001 0.14810000000000004 -0.090054999999999982 0.077300000000000021 -0.083329999999999987 0.045635000000000002 0.10333000000000002 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -8 9 -9 -11 -12 14 -14 15 16 17 18 19 22 21 23 -13 -7 -24 26 -18 -17
right_child=-2 -3 3 5 -6 6 7 8 -10 10 11 12 13 -15 -16 27 25 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=-0.00072106021105460406 -0.00077368030458788823 0.00083208248852541071 4.5711395745351904e-05 -0.00083668197358561115 0.0010267313452694952 0.00081479338856905168 -0.00085947637330812418 0.00061997231309937888 -0.00086304979739335649 -0.00057314019096547627 -0.00060773685351686525 -0.0004807258744448061 0.00043934458994917619 -0.0009272362280578221 0.0011125848215951619 0.00030033741733269604 -0.00031196164807323367 -0.0008103921171590592 0.00063861251095844829 -0.00086818246700440585 0.00086836048294530765 -0.00047843106268960196 0.00082898488859490247 -0.00010171926158611082 -2.06711362293268e-06 0.00074126290354475021 0.00051578218994795721 0.00092618122410512832
leaf_weight=0.0012789204995407024 0.0015721606633373178 0.0014586592454134397 0.0017453866477414592 0.0010319355928829895 0.0012682480449797131 0.0013277504887740888 0.0013199003564667291 0.0016970107066990028 0.0011192570494040202 0.0019201766829870506 0.0016515906159648144 0.0010427179598530012 0.0010403867971623404 0.001480997885832335 0.0010981085558032242 0.0011418668976699575 0.0012421588086121149 0.0012638404761351474 0.0010819687229212116 0.0017899671981397702 0.0015077917019672427 0.0010173293051032317 0.0010151877288526647 0.0010159059604739618 0.0013898771376231744 0.0014616063940575685 0.0010994626153508769 0.0010086749415247906
leaf_count=345 126 162 258 316 75 52 790 188 141 112 87 165 57 95 46 97 49 96 51 142 63 38 47 42 149 30 15 76
internal_value=0 2.06631e-05 -1.30976e-05 1.37067e-05 0.000458561 -2.9869e-05 -1.86761e-06 -7.46688e-05 -3.06733e-05 1.08705e-05 -3.89955e-05 1.5536e-05 7.5535e-05 -0.000363351 0.000151146 7.31568e-05 -2.51882e-05 -0.000204366 -8.31712e-05 -0.000232271 0.000369927 0.000146321 9.78718e-05 0.000417512 0.000348723 0.000332089 7.66893e-05 0.000593879
internal_weight=0 0.0365167 0.035058 0.0337791 0.00301363 0.0307655 0.0297335 0.0248648 0.0235449 0.0224256 0.0207286 0.0188084 0.0171568 0.00252138 0.0146354 0.0135373 0.0113868 0.00758356 0.00631972 0.00523775 0.00486878 0.00336099 0.00344778 0.00234366 0.00240506 0.00380323 0.00234162 0.00215054
internal_count=3910 3784 3622 3277 333 2944 2628 2433 1643 1502 1314 1202 1115 152 963 917 744 650 554 503 195 132 361 94 196 94 64 173
is_linear=0
shrinkage=0.00134594


Tree=1617
num_leaves=25
num_cat=0
split_feature=3 1348 14 1456 1213 52 1374 133 484 3 453 0 160 50 133 13 49 3 42 0 43 3 1 4
split_gain=0.000376518 0.000342329 0.000827476 0.000554598 0.000325486 0.000333333 0.000311438 0.000314901 0.00031726 0.000333492 0.000247762 0.000298467 0.000323638 0.000464977 0.000389303 0.000340457 0.000324328 0.000287602 0.000437494 0.000255549 0.000229492 0.000197795 0.000227961 0.000557937
threshold=0.31335500000000011 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 0.10681500000000001 -1.0000000180025095e-35 -0.15464999999999998 1.0000000180025095e-35 -0.23029999999999998 -0.098319999999999991 0.10030500000000002 -0.10260499999999999 -0.015744999999999999 -0.088329999999999978 -0.078669999999999976 0.085330000000000003 -0.017269999999999997 -0.074254999999999988 0.090325000000000003 0.095575000000000007 -0.034289999999999994
decision_type=2 2 2 2 2 2 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 11 -11 -13 14 -14 16 -16 18 -18 21 -19 22 23 -17
right_child=-2 -3 -4 4 5 6 7 -9 9 10 -12 12 13 -15 15 19 17 20 -20 -21 -22 -23 -24 -25
leaf_value=-0.00080672198474353654 0.00059484057969177821 0.00060318350311317132 -0.0010672055436016844 -0.00055496533311836529 -0.00060253446489261697 -0.00051306844754450719 -0.00044749466139355906 -0.00041842125948295345 0.00060661109605088725 0.00058984454085211143 -0.00042159052708153668 -0.00040561286476008506 -0.00055775442483464927 0.00087547658717163903 -0.00019884961469338771 0.0002636882494106076 0.00058279996645998794 0.0010706282110128655 -0.00041690839729964632 0.00037151134195481867 0.00042979853729816441 -0.00047189965642042357 0.00030104577427366211 -0.00077726210361135618
leaf_weight=0.0012006742262265354 0.0013409008988752849 0.0011057872552437944 0.0010823015768979252 0.0013620260832045835 0.0010978609623827898 0.0012636407403494579 0.0013103925594439561 0.001622487715478598 0.0019690791845117161 0.0017930494369462367 0.0011689535418586408 0.0016533862272034008 0.001191080926636833 0.0010964553234780175 0.0013020358899780149 0.0015225985604767501 0.0013765954286526494 0.0012561410341690449 0.0010667171965952349 0.0017719636122917153 0.0019713118384481953 0.0017148736543290966 0.00194429208911788 0.0013196158109831657
leaf_count=347 148 52 124 540 279 62 317 402 87 57 56 274 213 40 61 142 102 82 86 91 97 43 104 104
internal_value=0 -3.81247e-05 -5.95767e-05 -2.54704e-05 5.01028e-06 3.09415e-05 5.55036e-05 8.20634e-05 0.000113997 0.000144504 0.000103422 0.000132675 8.99518e-05 0.000136682 8.74007e-05 0.000137802 0.00032853 0.000449619 0.000146341 -2.29434e-05 0.000679213 -0.000130453 -8.12181e-06 -0.000219616
internal_weight=0 0.0341633 0.0330575 0.0319752 0.0307746 0.0294125 0.0283147 0.027051 0.0254285 0.0241181 0.0221491 0.0209801 0.0191871 0.0175337 0.0164372 0.0152461 0.0069728 0.00567077 0.00244331 0.00827334 0.00322745 0.00650138 0.00478651 0.00284221
internal_count=3910 3762 3710 3586 3239 2699 2420 2358 1956 1639 1552 1496 1439 1165 1125 912 428 367 188 484 179 393 350 246
is_linear=0
shrinkage=0.00117172


Tree=1618
num_leaves=30
num_cat=0
split_feature=14 1456 1213 1374 52 151 403 1 132 151 13 1375 15 49 0 0 13 43 12 15 0 2 13 13 2 2 0 52 48
split_gain=0.000436486 0.000415392 0.000415211 0.000444067 0.000461261 0.000370003 0.000382087 0.000315127 0.000632437 0.000375329 0.000371994 0.000489045 0.000425566 0.000382809 0.000486998 0.00035409 0.000419737 0.000282946 0.000262386 0.000399945 0.000432175 0.000252936 0.000230013 0.000350364 0.000316991 0.000382393 0.000422541 0.000139669 9.76378e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.42985499999999993 -0.27336999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.079995000000000011 -0.088484999999999994 -0.060719999999999989 -0.012944999999999998 -0.19153499999999998 -0.0087399999999999995 -0.15291499999999997 -0.089879999999999974 -0.10023999999999998 -0.076179999999999984 -1.0000000180025095e-35 -0.035939999999999993 -0.11756999999999999 -1.0000000180025095e-35 0.17936000000000002 0.083175000000000013 0.10362500000000001 0.097360000000000016 -0.082994999999999985 -0.011654999999999999 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
left_child=1 -1 -3 -4 -5 -6 -7 15 9 -9 12 -12 -11 28 -15 16 -8 -14 -16 20 -20 -22 23 24 25 26 -17 -19 -13
right_child=-2 2 3 4 5 6 7 8 -10 10 11 13 17 14 18 22 -18 27 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00082119713167379412 -0.00079023673253471956 -0.000759357127992292 -0.0007804026413462602 -0.0008124669550187998 -0.0007219611317709594 -0.00065901211075058757 0.00011293521518757767 0.0011119154941210412 0.0014631894117151539 -0.00027816201452771631 0.00092959494993273279 -0.00031982044888289229 0.00012802623946109722 0.00096068174389282452 0.00043862932227583385 0.00056940870939908134 -0.0011905702073811747 0.0014221770501140886 -0.00080275018975462724 -0.0011062371848255816 -0.00017034531276915955 0.00087615308709076457 -0.000419225377421166 0.00099123900075587853 -0.00058718892870532455 0.0010928956584769461 -0.00067672460414005024 0.00075275000840882577 -0.00098129787634420175
leaf_weight=0.0012969446927366948 0.0015951955100516049 0.001385941113652602 0.0012986218633077575 0.0011621277181175773 0.0010520477668194408 0.0011597797295242454 0.001177044517521153 0.0011473056174580156 0.0010956747045831597 0.0011606586842140276 0.0012617757760065027 0.0010158096483159351 0.0011856345944072366 0.0012212383761602752 0.0015629939311849316 0.0013800145555663557 0.0010960537886163524 0.0011342823582758399 0.0010828931895048299 0.0010367591560438635 0.0010207294687489821 0.0011051298954134403 0.001260597185934853 0.001295297031316478 0.0011592271003596499 0.0010514922130816506 0.0011429265961475088 0.001942041563883108 0.0010350762268895863
leaf_count=349 126 541 66 290 67 553 38 72 116 140 26 60 138 29 82 150 233 65 20 104 25 52 54 39 86 48 133 121 87
internal_value=0 2.05444e-05 5.3007e-05 8.79256e-05 0.000124366 0.000160922 0.000193251 0.000229102 0.000347189 0.000274888 0.000213974 4.53796e-05 0.000535528 -7.74843e-05 9.06133e-05 6.72482e-06 -0.000515595 0.00075712 -9.23185e-05 -0.000287788 -2.33443e-05 0.000373678 0.0001696 0.000292717 0.000101577 0.000324951 4.8934e-06 0.000999577 -0.000653666
internal_weight=0 0.0349261 0.0336292 0.0322432 0.0309446 0.0297825 0.0287304 0.0275707 0.018008 0.0169123 0.015765 0.0103424 0.00542262 0.00908063 0.00702974 0.00956265 0.0022731 0.00426196 0.00580851 0.00424551 0.00320875 0.00212586 0.00728955 0.00602896 0.00473366 0.00357443 0.00252294 0.00307632 0.00205089
internal_count=3910 3784 3435 2894 2828 2538 2471 1918 1137 1021 949 485 464 459 312 781 271 324 283 201 97 77 510 456 417 331 283 186 147
is_linear=0
shrinkage=0.00151575


Tree=1619
num_leaves=30
num_cat=0
split_feature=9 2 123 403 160 40 12 48 50 39 48 1 159 15 1 151 2 13 43 131 12 3 52 2 48 3 15 1 2
split_gain=0.000799058 0.000453579 0.000555661 0.000416738 0.000440481 0.000384965 0.000383573 0.000455691 0.000502428 0.000471634 0.000370828 0.000459072 0.000355048 0.00036954 0.000540558 0.000284902 0.000248933 0.000435528 0.000286699 0.000243196 0.000389061 0.000327059 0.0002738 0.000236187 0.000219076 0.000276694 0.000195124 0.000166454 0.000150147
threshold=-0.016839999999999997 0.089910000000000004 0.088610000000000008 -1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 0.098845000000000016 0.12675000000000003 0.086465000000000014 0.088025000000000006 0.016865000000000002 0.10593500000000002 -0.026594999999999997 -0.089964999999999976 0.10786000000000001 -0.0008699999999999999 0.11339500000000001 -0.10023999999999998 -0.08768999999999999 0.097135000000000013 0.088375000000000023 -0.095104999999999981 -0.092854999999999979 0.10679500000000001 0.092150000000000024 -0.078244999999999995 0.079360000000000014 0.12381000000000002 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
left_child=-1 3 6 -2 5 -5 7 8 9 10 15 24 -7 14 -14 -3 17 -17 -19 20 22 -22 -15 -8 -12 -26 28 -9 -24
right_child=1 2 -4 4 -6 12 23 27 -10 -11 11 -13 13 19 -16 16 -18 18 -20 -21 21 -23 26 -25 25 -27 -28 -29 -30
leaf_value=0.0012306458405819136 -0.0010723646299245558 -0.00045086238160190969 0.0010439986544856831 -0.00091969858470119842 -0.0010648232337403935 0.00072125119428780406 -0.00094832003944151277 -0.00095287207394692921 -0.00077089214662923655 -0.00061981257100540428 0.0007339163084923117 0.0012635685669456691 -0.0010198381240784662 -0.00046815563781897151 0.00025203932464141782 0.00062910503006318407 0.00068666406968920116 0.00029265695557740846 -0.00060780691785035953 0.00061503501518320191 -1.8548902941228214e-06 -0.001132342098941929 0.00025767943567983609 -0.00011036264143012024 0.00059956372182061099 -0.00036011802944728395 -3.8179279721753669e-05 -0.00013703506112273009 0.00097583291496471016
leaf_weight=0.0010029655630895825 0.0011450989830982519 0.0014643831312435313 0.0011387669699877692 0.001109137712556719 0.001064384974594935 0.0011319901890393955 0.0012099880995775072 0.0010105524814565383 0.0010697275092043648 0.0011934963992576439 0.0017746518634781947 0.0015298538231236503 0.00186595441016263 0.0012195416513137184 0.001074159803038488 0.0018039572639736417 0.0018726747603601268 0.0011814495925016608 0.0018523079857890581 0.0012422190219352203 0.0010008617196564096 0.0010914388345454884 0.0013729251856364729 0.0015853093495591386 0.0011237985391596705 0.0013482334012433483 0.001957410474126231 0.0010304458130718785 0.0010467626930797391
leaf_count=121 668 115 133 58 151 216 148 35 131 80 73 65 153 81 43 34 122 79 377 49 56 237 65 241 36 48 145 35 115
internal_value=0 -6.07401e-05 7.22039e-05 -0.000241477 -0.000178786 -0.00011196 1.96336e-05 9.50791e-05 0.000175142 0.000241964 0.000315687 0.000592706 -4.30623e-05 -0.000115944 -0.000555162 0.000119937 0.0002445 7.33388e-05 -0.000257135 2.8646e-05 -6.60906e-05 -0.000591568 0.000130359 -0.000473086 0.00035103 7.61583e-05 0.000297116 -0.000540978 0.000568354
internal_weight=0 0.0385115 0.0221896 0.0163219 0.0151768 0.0141124 0.0210508 0.0182555 0.0162145 0.0151448 0.0139513 0.00577654 0.0130033 0.0118713 0.00294011 0.00817477 0.00671039 0.00483771 0.00303376 0.00893116 0.00768894 0.0020923 0.00559664 0.0027953 0.00424668 0.00247203 0.0043771 0.002041 0.00241969
internal_count=3910 3789 1752 2037 1369 1218 1619 1230 1160 1029 949 222 1160 944 196 727 612 490 456 748 699 293 406 389 157 84 325 70 180
is_linear=0
shrinkage=0.00142833


Tree=1620
num_leaves=15
num_cat=0
split_feature=14 157 12 1375 14 1 2 42 47 15 43 3 16 12
split_gain=8.6832e-05 0.00012296 0.00010563 0.000117628 0.000109286 0.000150518 0.000164345 0.000174092 0.000161459 0.000261128 0.000103938 9.05745e-05 0.000144634 0.000209145
threshold=0.054835000000000009 -0.073574999999999988 0.11655500000000001 -0.072014999999999982 -0.13131999999999996 0.095575000000000007 0.083585000000000007 -1.0000000180025095e-35 0.092645000000000019 -0.0078499999999999976 -0.074254999999999988 -0.115685 -0.096824999999999981 0.085185000000000025
decision_type=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 -7 -10 -9 -13 -14
right_child=-2 2 -4 4 5 8 7 11 10 -11 -12 12 13 -15
leaf_value=0.0018014319069056997 -0.0019894949041664601 -0.0021143803950474829 -0.0022072794441652618 -0.0017727905849285873 -0.0022625126770401656 0.0041795693151056475 -0.0021722066517976166 0.0023427693117941155 0.00155834916927822 -0.00015267662436677172 -0.0010735945792911712 0.0021033625700213189 -0.0029061648142425958 0.0009653379832206642
leaf_weight=0.0018090495685965579 0.0010073641529633739 0.0011151734289577267 0.0010540345590591129 0.0012174714234510992 0.001521553255261314 0.0016538635390511529 0.0011601354898477705 0.001324432114665262 0.0012979957736284214 0.0011060571899459424 0.0015908058434384031 0.0013627877672414464 0.001140165059481872 0.0015940961614054755
leaf_count=490 147 92 161 119 487 346 644 62 78 227 129 156 253 519
internal_value=0 9.00666e-05 -9.05753e-05 4.81343e-05 0.000209235 0.000384706 -0.000218183 0.000254429 0.00124956 0.00244339 0.00010899 0.000773702 0.000266477 -0.000649048
internal_weight=0 0.0189476 0.0171386 0.0160845 0.0149694 0.0137519 0.00810317 0.00658162 0.00564872 0.00275992 0.0028888 0.00542148 0.00409705 0.00273426
internal_count=3910 3763 3273 3112 3020 2901 2121 1634 780 573 207 990 928 772
is_linear=0
shrinkage=0.00690203


Tree=1621
num_leaves=15
num_cat=0
split_feature=484 15 11 48 43 15 2 156 43 47 133 15 42 160
split_gain=8.17832e-05 0.00010997 9.54128e-05 0.000140741 0.000198252 0.000133624 0.000196565 0.000185377 0.00012019 0.000110834 9.99796e-05 0.000101135 0.000159953 9.3036e-05
threshold=-0.0043499999999999988 -0.24219999999999997 0.080455000000000013 0.016865000000000002 -0.044024999999999988 -0.0063699999999999989 0.081615000000000007 0.013700000000000002 0.14198000000000002 0.10783500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.060615000000000009 0.086110000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 9 8 10 -3 11 -7 -13 -6
right_child=1 2 -4 4 13 7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0014748543428439224 0.0016572130828947079 -0.0017855804102513569 -0.0017490376322871052 0.0027641079066759141 0.00096214684731030535 0.0010264825631754512 -0.0034232169047461211 0.0023568824810887173 0.0016058435318980137 0.00069072622254050557 -0.0021447098137380846 -0.0019258595177840251 0.0010128784911686629 -0.0010101562883315792
leaf_weight=0.0012416302973166258 0.0014281686404339139 0.0010916546958252525 0.0010681713453984656 0.0014146728830228966 0.0019952329626062399 0.0015543713210168821 0.0010169179972532652 0.0011239446977293066 0.0010351186338299206 0.0014742375833487475 0.0011290393592427034 0.0017570930810683616 0.0010134098902979949 0.0014210796921876323
leaf_count=612 291 139 192 258 253 98 550 128 119 78 478 351 301 62
internal_value=0 8.68537e-05 -4.43393e-05 6.92774e-05 0.000909649 -0.000293343 -0.00123146 0.00014815 -0.000234417 -0.000362814 -0.000583687 -0.000176171 -0.000850912 0.00014173
internal_weight=0 0.0185231 0.0170949 0.0160268 0.00483099 0.0111958 0.00358281 0.00761298 0.00648903 0.00256589 0.00545391 0.00432487 0.0027705 0.00341631
internal_count=3910 3298 3007 2815 573 2242 767 1475 1347 217 1228 750 652 315
is_linear=0
shrinkage=0.00589082


Tree=1622
num_leaves=15
num_cat=0
split_feature=453 4 403 160 16 133 52 12 160 12 12 52 1 14
split_gain=7.90802e-05 0.000186789 0.00011381 0.000111495 0.000282243 0.000209947 0.000139992 0.000157478 0.000200448 0.000142299 0.000158149 0.000139911 0.000216203 8.83575e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0090499999999999973 -0.090054999999999982 -0.24456499999999998 0.10214500000000001 0.091575000000000017 1.0000000180025095e-35 0.086935000000000012 0.09716000000000001 0.095575000000000007 -0.41128499999999996
decision_type=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 11 -11 12 -8 -3
right_child=-2 13 3 5 -6 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0018962497865162692 -0.001462264959759233 0.0003890004161536265 -0.0033066166488642385 -0.0021798127303945024 0.00036936546558573151 -0.00099866460562031433 -0.0013637519294836472 -0.001056458018716839 -0.00073756083854910597 0.0038646804033160842 0.0012539537935501693 0.0023920302775068559 0.0018500913101533888 0.0026198614242132399
leaf_weight=0.0010506994059379165 0.0010907171583145461 0.0010134632068509453 0.0010358511604229848 0.0010350884137731312 0.0016997220496003393 0.0017837323582288725 0.0015181809727784525 0.001361943442695134 0.001673912677446765 0.001206907623190423 0.0017541478137853561 0.0010565242395099705 0.001121461240555427 0.0011888028968225382
leaf_count=907 99 104 522 351 388 354 96 116 187 95 198 49 144 300
internal_value=0 7.58609e-05 -0.000129173 -7.40371e-06 -0.00102258 0.000214552 0.000430499 0.000693495 0.000979571 0.00141133 0.00231807 0.000684932 1.66063e-06 0.00159324
internal_weight=0 0.0185004 0.0162982 0.0152475 0.00273557 0.0125119 0.0114768 0.00969308 0.00833113 0.00665722 0.00296106 0.00369617 0.00263964 0.00220227
internal_count=3910 3811 3407 2500 910 1590 1239 885 769 582 293 289 240 404
is_linear=0
shrinkage=0.00555105


Tree=1623
num_leaves=14
num_cat=0
split_feature=1 0 12 2 12 159 4 14 52 12 2 151 3
split_gain=8.13787e-05 0.000171628 0.000207757 0.000181416 0.000123374 0.000117601 0.000115115 0.00014149 0.000183119 0.000172246 0.000198867 0.000262183 9.71555e-05
threshold=0.076710000000000014 0.047345000000000005 0.085185000000000025 0.106285 0.088590000000000016 0.073745000000000019 -0.08422499999999998 -0.13131999999999996 1.0000000180025095e-35 0.097345000000000015 0.087995000000000004 -0.0088999999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -2 -8 9 10 12 -12 -9
right_child=5 3 4 -5 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.0033465021911674459 -0.0015583458343580877 -0.00073885666170535574 0.00096469023285066663 0.002476519249345813 -0.0015225134422271838 0.0016729388049911006 -0.0017639837173503824 -0.0025471618669072509 0.0023981830002926582 0.0018952937278288687 -0.0010162836998377593 0.0022505433024894595 -0.00042776941820702716
leaf_weight=0.0011613136964808415 0.001329531637467519 0.0013373256254462229 0.0011905804628700584 0.0010407665409251088 0.0015074317223625622 0.0016863075479244547 0.0010443721912083157 0.0013253956795421682 0.0014042771819473554 0.0014865410520949474 0.0015777245461675582 0.0017048532477067328 0.0015831771485904202
leaf_count=500 284 60 503 35 910 380 97 410 227 145 135 131 93
internal_value=0 -0.000552071 -0.00130408 0.000668345 -0.000424959 0.000248993 3.93875e-05 0.000249161 0.000480661 0.000129939 -0.000293936 0.000680389 -0.00139355
internal_weight=0 0.00623742 0.00385933 0.00237809 0.00269801 0.0131422 0.0114559 0.0101263 0.00908197 0.00767769 0.00619115 0.00328258 0.00290857
internal_count=3910 2008 1913 95 1413 1902 1522 1238 1141 914 769 266 503
is_linear=0
shrinkage=0.00577531


Tree=1624
num_leaves=15
num_cat=0
split_feature=11 13 12 1 457 2 3 4 4 12 43 43 0 2
split_gain=7.49522e-05 0.000104532 0.000210007 0.000160153 0.000155999 0.000140997 0.000149721 0.000191344 0.000236995 0.000228834 0.000175244 0.000116274 8.834e-05 8.65338e-05
threshold=0.087830000000000005 -0.094679999999999986 -1.0000000180025095e-35 0.08844500000000001 0.081330000000000013 0.12068000000000001 0.090325000000000003 -0.0037349999999999992 -0.083329999999999987 0.051320000000000005 -0.083254999999999982 0.070805000000000021 -0.068039999999999975 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 11 5 6 7 8 10 -9 -4 -1 -3 -6
right_child=-2 2 4 -5 13 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0014233939228052127 -0.001425648344053998 0.00021886503233364441 0.00080423971076220581 0.0020447208968371071 0.0017990332185218361 0.00088775608718866597 -0.0024091100209599611 0.0025124195626158993 -0.0034432154842005428 -0.00078119505743955966 -0.0021433371823866348 0.0010095640341378298 0.002375917486000178 -0.00029832703635037202
leaf_weight=0.0010767196371072015 0.0010439420276166225 0.0010554681060576283 0.001379494039766227 0.0018155675574467456 0.0012397876333052347 0.0013249432512021661 0.0018042230081261046 0.0010144222462986656 0.001181282568169191 0.001626563298207772 0.0010537124928256475 0.0012656740488052598 0.0012035267473221268 0.0010991681681722376
leaf_count=149 157 259 187 236 117 184 142 50 1260 495 344 83 159 88
internal_value=0 7.39626e-05 -0.000151316 0.00083154 -0.000444085 -0.000757491 -0.00102796 -0.000629598 -0.0014432 0.000483907 -0.000472223 -0.000108785 0.00136808 0.0008134
internal_weight=0 0.0181406 0.0139826 0.00415796 0.0117236 0.00938464 0.0080597 0.00625547 0.00361449 0.00264099 0.00243321 0.00234239 0.00225899 0.00233896
internal_count=3910 3753 3285 468 2867 2662 2478 2336 1791 545 531 232 418 205
is_linear=0
shrinkage=0.0054422


Tree=1625
num_leaves=14
num_cat=0
split_feature=49 49 42 457 3 403 43 15 16 4 1 2 1
split_gain=6.84763e-05 0.000225367 0.0001791 0.000140906 0.00018079 9.40265e-05 0.000135187 0.000200655 0.000204058 0.000151907 0.000123855 0.000124568 6.96375e-05
threshold=-0.045004999999999996 -0.0019649999999999997 0.092395000000000019 0.088175000000000017 0.0021050000000000005 0.03138500000000001 0.12512500000000001 0.079360000000000014 0.061570000000000007 -0.0010999999999999996 0.11198000000000001 0.089910000000000004 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 7 8 9 -3 11 -11 -10
right_child=1 2 -4 -5 -6 -7 -8 -9 12 10 -12 -13 -14
leaf_value=0.00095808798882599476 -0.0025416219656398406 0.0020818677747064772 -0.0015011161036739456 0.0019139581855646117 -0.0016682114244893935 0.001489676802829497 0.0018301264894240719 -0.0022741085023712561 -0.00031630661436794175 -0.0019550706844230991 0.0012460054004600173 0.00058801019693030152 -0.0022103190395213503
leaf_weight=0.0018798742281354577 0.0010720998080034081 0.0016129256201425244 0.0019312052709320885 0.0014821312258423147 0.0012372648993992374 0.0015236946383062897 0.0010981921137882414 0.0011113994112342332 0.0011686665853224421 0.0011092007410801715 0.0016236865703666316 0.0010843750224982657 0.0010483435125506202
leaf_count=300 272 319 732 115 114 320 168 717 149 161 162 143 238
internal_value=0 -0.000188294 1.23832e-06 0.000559611 -8.43512e-05 0.00025618 6.55015e-05 -0.000155755 0.000152114 0.000709014 0.000128935 -0.000697921 -0.00121192
internal_weight=0 0.0143838 0.0133117 0.00459927 0.00311714 0.0113805 0.00985679 0.0087586 0.0076472 0.00543019 0.00381726 0.00219358 0.00221701
internal_count=3910 3381 3109 529 414 2377 2057 1889 1172 785 466 304 387
is_linear=0
shrinkage=0.00533549


Tree=1626
num_leaves=28
num_cat=0
split_feature=160 14 1213 52 133 1374 484 3 11 2 13 52 52 12 15 52 47 49 2 0 43 43 3 3 4 12 2
split_gain=0.000492035 0.000366351 0.000355875 0.00037661 0.000330677 0.00033753 0.000381288 0.000342342 0.00036256 0.000326673 0.000317292 0.000457683 0.000388013 0.000498778 0.000553359 0.000487574 0.000491895 0.000314395 0.00038145 0.000309571 0.000542931 0.000314262 0.000215877 0.000191511 0.000123611 0.000110232 6.52338e-05
threshold=-0.40446999999999994 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 0.10681500000000001 -0.094679999999999986 -0.0043499999999999988 -0.22254999999999997 0.088315000000000018 0.11203000000000002 -0.083514999999999992 0.11588000000000002 -0.062489999999999997 1.0000000180025095e-35 0.085120000000000015 0.10433000000000002 0.09252500000000001 -0.088329999999999978 0.091525000000000009 -0.23029999999999998 -0.062599999999999989 -0.092484999999999984 0.088060000000000013 -0.097604999999999983 -0.023499999999999997 0.084535000000000013 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
left_child=-1 2 -2 -4 5 -5 9 -8 10 -7 11 17 19 15 23 16 22 -9 24 -12 21 -21 26 -15 -19 -20 -14
right_child=1 -3 3 4 -6 6 7 8 -10 -11 12 -13 13 14 -16 -17 -18 18 25 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00092074042823744233 -0.00066127202950152977 -0.00069713830722236867 -0.00072640285970959303 -0.00051260665915321549 -0.00049623851517275285 -0.00090659547419593811 0.00091513664820957162 -9.0576260820906425e-05 -0.00054130276169855299 0.00015358061634704402 0.0010445093043383123 -0.00039026976429878816 0.00023963081638317876 -0.00050083260834420996 9.9614066997914729e-05 0.0008104827573509625 -0.00077668950091362666 0.0006287309656919359 0.00070211966388782619 9.6819586902963711e-05 -0.00031503576798768654 0.0010062792409149424 -0.00028297626259823411 -0.0013197506414068163 -1.3622839114786896e-05 0.0012358962223805276 0.00070478243539686574
leaf_weight=0.0010630479090930614 0.0012726169477787755 0.0012808137172428671 0.0010539243576044846 0.0014287046361118874 0.001638828733104474 0.0010841204794610473 0.0011699186414564277 0.0010529069537881242 0.0012331658778634838 0.001023670710563529 0.0010373009282602652 0.0010279593334292514 0.001122792714947432 0.0010300945011412115 0.0018592918674086301 0.0016349919798255286 0.0012208312824250056 0.0010263547904401094 0.0011375255029276721 0.0012160953467643953 0.0019377459361222772 0.0015859163018391298 0.0010238972428773252 0.0010392622288649218 0.001151667595994328 0.0018258720299808573 0.0010635388984290284
leaf_count=305 547 110 337 62 416 388 60 55 55 57 18 68 52 29 206 36 49 54 119 80 129 127 60 219 163 43 66
internal_value=0 9.07971e-06 3.6574e-05 6.46547e-05 9.19248e-05 0.000125239 0.000158371 0.000204024 0.000169685 -0.00039171 0.000207815 0.000441457 0.000100824 -5.9677e-05 -0.000433294 0.000182294 -4.94975e-05 0.000579484 0.000716705 0.000378502 0.000232745 0.000611567 0.000227049 -0.000912106 0.000289075 0.001031 0.000465903
internal_weight=0 0.0341798 0.032899 0.0316264 0.0305725 0.0289336 0.0275049 0.0253971 0.0242272 0.00210779 0.022994 0.00722229 0.0157718 0.0099947 0.00392865 0.00606605 0.00443106 0.00619433 0.00514142 0.00577706 0.00473976 0.00280201 0.00321023 0.00206936 0.00217802 0.0029634 0.00218633
internal_count=3910 3605 3495 2948 2611 2195 2133 1688 1628 445 1573 502 1071 717 454 263 227 434 379 354 336 207 178 248 217 162 118
is_linear=0
shrinkage=0.00134594


Tree=1627
num_leaves=15
num_cat=0
split_feature=1 0 15 52 0 2 3 52 2 4 16 2 43 1
split_gain=7.1256e-05 0.000146581 0.000109575 9.5688e-05 0.000155998 0.000163194 0.000205663 0.000136269 0.000119982 0.00011738 6.14288e-05 0.000122021 0.00010341 1.87305e-06
threshold=0.076710000000000014 -0.084074999999999997 0.090505000000000016 -0.37613999999999997 -0.077944999999999987 0.089910000000000004 0.088060000000000013 0.0074400000000000013 0.11230000000000001 -0.0010999999999999996 -0.083564999999999987 0.096540000000000015 -0.078079999999999997 0.11477000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 9 -7 -6 -8 -5 -3 -12 -13 -10
right_child=2 10 -4 4 7 6 8 -9 13 -11 11 12 -14 -15
leaf_value=-0.0016503243100602159 -0.00093219854722110889 0.00090619348815822556 -0.0012690275501761404 0.00036578037254414452 0.0024949776416115081 0.0023859224108790061 0.0012355942127212599 0.00019898400881720763 -0.00048636261524812876 -0.001434577944958861 -0.0016785201569865112 0.0014495562635785362 -0.0007007016230356699 -0.00078204802954243971
leaf_weight=0.0016831888535983391 0.0012488412228465204 0.0013030720517986372 0.0010895847716510263 0.0015102191487613185 0.001452702986043425 0.0012911656188046121 0.0013369099239670668 0.001032896043154985 0.0010009114501405847 0.0019220378494067972 0.0010582784168498838 0.0010077762117582101 0.0010842541351062662 0.0010003229380033396
leaf_count=1009 180 150 336 245 366 162 66 140 57 249 478 137 234 101
internal_value=0 -0.000435459 0.000197243 0.000332681 0.00048245 0.00015611 0.000748144 0.00154087 0.000114666 -0.000642407 2.37086e-05 -0.000341316 0.000335124 -0.000634162
internal_weight=0 0.00613657 0.0128856 0.011796 0.0105472 0.00806157 0.00462931 0.0024856 0.00333814 0.00343226 0.00445338 0.00315031 0.00209203 0.00200123
internal_count=3910 2008 1902 1566 1386 880 386 506 224 494 999 849 371 158
is_linear=0
shrinkage=0.00483252


Tree=1628
num_leaves=30
num_cat=0
split_feature=14 1213 151 1374 52 1 151 132 14 15 160 15 13 15 47 42 52 1 13 16 52 16 52 12 0 49 16 47 52
split_gain=0.000620184 0.000461234 0.000471592 0.000415341 0.000431679 0.000452692 0.000592884 0.000549774 0.000358759 0.000505747 0.000366118 0.00036195 0.000665998 0.000325399 0.000449258 0.000540996 0.000323639 0.000273051 0.000269049 0.000312867 0.000434294 0.000286342 0.000307226 0.000267706 0.000384345 0.000203629 0.000166053 0.000156599 6.69847e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40391999999999995 -0.094679999999999986 -0.42985499999999993 0.085835000000000009 -0.087654999999999983 0.079995000000000011 -0.46879999999999994 -0.26361999999999991 -0.092169999999999988 -0.18057999999999996 -0.057284999999999996 0.085765000000000022 0.09252500000000001 -0.080904999999999991 0.11401500000000002 0.099595000000000017 -0.10023999999999998 0.011450000000000002 -0.081429999999999989 -0.27337499999999998 0.092885000000000009 0.086935000000000012 -0.089879999999999974 -0.073619999999999977 -0.053084999999999993 0.088495000000000004 0.082665000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -7 8 -8 -10 -11 -12 17 14 25 -16 18 -13 21 23 -21 -6 -23 24 -20 -14 -27 -19 -26
right_child=-2 2 3 4 5 6 7 -9 9 10 11 12 13 -15 15 -17 -18 27 19 20 -22 22 -24 -25 28 26 -28 -29 -30
leaf_value=-0.00067333694739967181 -0.00077071016455416465 -0.00077605932904978477 -0.00059882419281885298 -0.0006533858146148216 0.00083688630660853696 0.00094438291781412257 -0.0005947303618588928 0.0010194266856889918 0.00084541518631263315 -0.00056323031054918377 -0.00055669405216627189 0.00015784156974545311 -0.00010859937781963949 -0.00065263325118104613 0.00034473741563525952 -0.00089946498227018359 -0.00071854453788717956 0.0012234980018780729 -0.00057165112068248772 0.00070962956944424776 -0.00025863183902917236 -0.00044572572838167269 0.00053187295156440623 -0.00075353635533246686 2.4332555381392439e-05 0.00083929678738941063 0.00021223286274799031 0.0006038910762694498 0.00048734938390980893
leaf_weight=0.0014599464946339893 0.0016465999572909942 0.0010666330010986593 0.0013885417018357762 0.0011507871447392617 0.0011303171521035438 0.001842949275980609 0.0010411347357373027 0.0011880706184490544 0.0016153284614607273 0.0012372123750910022 0.0010319864743175691 0.0012363080527308945 0.0010034688419275932 0.0010549790512364154 0.0010295203475294556 0.0012383764374521711 0.0010674649206194329 0.0011813482456002333 0.0016371387796431935 0.0014618153828958036 0.0015199673586465678 0.0010343073898283492 0.0010341630804759916 0.0014893829919788576 0.0010041013335959359 0.0015194748950569936 0.001228600651998815 0.0014759350866810905 0.0010063562325886011
leaf_count=578 126 83 53 323 15 102 46 120 192 123 37 150 61 143 11 62 300 91 187 90 71 50 8 484 154 44 77 53 76
internal_value=0 2.50933e-05 5.42972e-05 8.04629e-05 0.00010952 0.000137561 0.000260934 0.000187197 0.000124987 0.000175438 9.36808e-05 0.000161409 0.000228976 -2.88543e-06 0.000110991 -0.000334655 -5.09575e-05 0.000650254 1.20089e-05 -0.000110739 0.000216057 0.000323552 4.30395e-05 -0.000300429 -0.000115416 0.000380394 0.000558951 0.00087935 0.000256101
internal_weight=0 0.0363756 0.0349157 0.033849 0.0324605 0.0313097 0.0189247 0.0170817 0.0158937 0.0148525 0.0132372 0.012 0.010968 0.00707442 0.00601944 0.0022679 0.012385 0.00389359 0.0113175 0.00811876 0.00298178 0.00319879 0.00206847 0.00513698 0.0036476 0.00375154 0.00274808 0.00265728 0.00201046
internal_count=3910 3784 3206 3123 3070 2747 1312 1210 1090 1044 852 729 692 398 255 73 1435 294 1135 1062 161 73 58 901 417 182 121 144 230
is_linear=0
shrinkage=0.00126831


Tree=1629
num_leaves=30
num_cat=0
split_feature=1213 1456 453 9 4 11 15 48 150 14 47 48 150 150 16 13 131 12 0 43 12 2 13 2 52 3 12 13 4
split_gain=0.000455138 0.000480251 0.000534947 0.000421494 0.000421682 0.000547245 0.000414923 0.000381735 0.000414127 0.000333491 0.000377808 0.000326716 0.000305682 0.000368745 0.000349089 0.000273249 0.000546921 0.000353965 0.000692448 0.000440284 0.000346527 0.000344261 0.000255052 0.00030485 0.000407439 0.000199504 0.000171644 0.000117817 8.92726e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089075000000000015 -1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.14097499999999996 0.090910000000000005 -0.081029999999999977 -0.46879999999999994 0.096475000000000019 -0.074859999999999996 0.086420000000000011 0.082085000000000019 0.0015250000000000001 -0.094679999999999986 0.097135000000000013 -1.0000000180025095e-35 -0.083424999999999985 -0.08799499999999999 -0.036459999999999992 0.084065000000000015 -0.074599999999999986 0.11230000000000001 -0.07125999999999999 -0.018854999999999997 0.097955000000000014 -0.082894999999999983 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 27 -10 13 15 -14 25 17 20 21 -20 -17 28 -9 24 -24 -13 -27 -11 -19
right_child=1 2 -4 4 9 -7 7 22 11 10 -12 12 14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30
leaf_value=-0.00079325535146890225 -0.00079209915138778446 0.00096424825173559343 -0.00099626621396625963 -0.00078954912317490188 -0.00029522980856720699 -0.0010647027725809032 0.00084179275142018178 0.00087299610925854862 -0.00075955217941192979 0.0005413426116481141 -9.3578900403769577e-06 0.00075102866672778707 -0.0011133620511935413 0.00090036177553911396 7.1475297225236884e-05 -0.00029874288073045277 0.00074542225399343222 0.00073603056485638458 -0.00034929640727271796 -0.0013392376851593143 0.00082914577354986749 -0.00057488500124003848 -0.00010656248398905321 -0.00040178441672870788 0.0010892469052737283 -0.00031077751146720402 0.00045205906715187314 0.0011680931708288001 0.00012949771024037843
leaf_weight=0.0015310266895211524 0.0014913911139064337 0.0011142250723267235 0.0010035648007296052 0.0012726585644723875 0.0010480093201330476 0.0010205326434969955 0.0010959273969906027 0.0017091378174325933 0.0013888668209425239 0.0010094232276265935 0.0013332804846195034 0.0014194217160382605 0.0011009275449028735 0.001000966940788218 0.0010138722045986981 0.0012250865291933977 0.0013117013266721331 0.0010286002438013586 0.0019184147689218492 0.0018961316515068941 0.0010949169085048274 0.0011074993118467824 0.0012111153622873516 0.001223587839868201 0.0012079847389163669 0.0012630084330851271 0.0012414371797149215 0.0017236781690085903 0.0010316748377530091
leaf_count=592 332 127 52 134 45 162 48 101 75 94 42 74 159 58 37 59 118 111 137 582 29 280 53 58 46 36 16 194 59
internal_value=0 1.75717e-05 5.20573e-05 8.29892e-05 5.31417e-05 -1.76268e-05 2.23006e-05 6.2834e-05 -2.90752e-05 0.000437585 0.00062645 -7.9195e-05 -2.56692e-05 4.50553e-05 -0.00054533 -1.38345e-05 -0.000135278 -0.000259463 -0.000423279 -0.000841376 0.00023356 8.01812e-05 0.00040868 0.000190825 0.000490568 0.000314668 6.73556e-05 0.000936614 0.000432312
internal_weight=0 0.036507 0.0350157 0.0340121 0.0328979 0.0277835 0.0267629 0.0254903 0.0201385 0.00511439 0.00406638 0.0190425 0.0176537 0.0155389 0.0021148 0.0145379 0.010614 0.00930232 0.00698232 0.00381455 0.00232 0.00316777 0.00535183 0.00364269 0.0024191 0.00392387 0.00250445 0.0027331 0.00206028
internal_count=3910 3318 2986 2934 2807 2432 2270 2136 1878 375 330 1830 1755 1559 196 1501 1375 1257 1169 719 88 450 258 157 99 126 52 288 170
is_linear=0
shrinkage=0.00145689


Tree=1630
num_leaves=16
num_cat=0
split_feature=147 11 484 1375 48 3 1 51 42 160 133 43 15 4 15
split_gain=7.88413e-05 0.000145382 0.000102705 0.000131 0.000144762 0.000143819 0.000220675 0.000115558 0.000135393 0.000126562 0.000185966 0.000173375 0.000220287 0.000187006 0.000111743
threshold=0.08955500000000001 0.08184000000000001 -0.0043499999999999988 -0.072014999999999982 0.016865000000000002 0.092005000000000017 0.085990000000000011 -0.091149999999999981 0.091590000000000019 -0.079684999999999992 -1.0000000180025095e-35 0.054875000000000007 -0.099824999999999983 -0.043059999999999994 -0.019749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 14 9 -9 -11 12 -12 -14 -5
right_child=-2 -3 3 4 5 -7 -8 8 -10 10 11 -13 13 -15 -16
leaf_value=-0.0016587829356877091 0.0015090647775864716 -0.0019406901569441657 -0.0016840293729537144 -0.00013389697654714368 0.00058937075803011088 -7.5707699357311075e-05 0.0039613702016281114 -0.0016663091618126778 -0.0019224888991422255 -0.0016543968028074766 0.0023614367583117638 0.0026332703639985345 0.00056982530991618997 -0.00240597883465434 0.0024061592297979061
leaf_weight=0.0010295333491094445 0.0010007416233015201 0.0012221020760399817 0.0011172314775780281 0.0010923130591066962 0.0013982053172891364 0.0016869573227937806 0.0010450015103837806 0.0012182363828827317 0.001389183790844406 0.0012115739946219773 0.0010372499673932598 0.0011753220902939177 0.0015877960343604891 0.0011026027663897341 0.0010435378349643041
leaf_count=579 152 218 115 201 232 132 187 333 482 605 86 43 256 196 93
internal_value=0 -9.09255e-05 4.10054e-05 0.000149665 0.000286352 0.00117089 0.00203163 -5.01154e-05 -0.000333503 -3.24726e-05 0.000293046 0.000774279 0.000188142 -0.000649745 0.00110713
internal_weight=0 0.0183568 0.0171347 0.0161052 0.014988 0.00413016 0.00244321 0.0108578 0.00872197 0.00733278 0.00611454 0.00490297 0.00372765 0.0026904 0.00213585
internal_count=3910 3758 3540 2961 2846 551 419 2295 2001 1519 1186 581 538 452 294
is_linear=0
shrinkage=0.00555105


Tree=1631
num_leaves=15
num_cat=0
split_feature=133 3 48 50 4 12 52 2 16 1 1 3 3 13
split_gain=7.57853e-05 0.00013374 0.000144158 0.000146344 0.000210977 0.000112478 0.000133515 0.000106073 0.000197546 0.000150631 0.000114851 0.000114811 0.000148778 3.51841e-05
threshold=0.10681500000000001 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.28937500000000005 0.098845000000000016 -0.27466499999999994 0.089910000000000004 -0.089864999999999987 0.095575000000000007 0.079945000000000016 0.094625000000000015 -0.018854999999999997 -0.028919999999999998
decision_type=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 -10 12 13 -9
right_child=-2 -3 -4 -5 -6 -7 7 11 9 -11 -12 -13 -14 -15
leaf_value=-0.0014481348943593232 -0.0014506513837902158 0.0017426901436748007 -0.001874268922892294 -0.0015096503414703587 0.0021707904472975802 -0.0014268961451090222 -0.0021741689301036679 0.00075119996203103971 0.00071062553410363707 0.0023137584341536158 -0.0016231855004167782 0.0026058574525646616 -0.00087108562324943444 0.0021621431263329082
leaf_weight=0.0013039110628077022 0.0010584798347620062 0.0013734285184903985 0.0012478202039047362 0.0015871176482668637 0.0015924495398712693 0.0014530546157266221 0.0011188920242579887 0.0010829434200682053 0.0016788391030413815 0.0010118323044581712 0.0010600225642479755 0.0011065371789982237 0.0013754818863848106 0.0010955261835007002
leaf_count=273 545 183 115 525 271 250 275 221 585 119 231 42 128 147
internal_value=0 7.75321e-05 -5.92944e-05 8.71348e-05 0.000269727 2.33415e-05 0.000217847 0.000445788 -0.000127139 0.000483523 -0.00019263 0.00104442 0.00055826 0.00146075
internal_weight=0 0.0180879 0.0167144 0.0154666 0.0138795 0.012287 0.010834 0.00953007 0.00486959 0.00375069 0.00273886 0.00466049 0.00355395 0.00217847
internal_count=3910 3365 3182 3067 2542 2271 2021 1748 1210 935 816 538 496 368
is_linear=0
shrinkage=0.00555105


Tree=1632
num_leaves=30
num_cat=0
split_feature=1213 151 14 1456 1374 133 52 403 1374 376 16 13 52 13 13 4 47 2 48 43 0 0 52 16 16 2 1 2 43
split_gain=0.00066962 0.000651266 0.000630554 0.000577261 0.000585981 0.000478486 0.000562484 0.000524697 0.00053099 0.000546491 0.000592178 0.000625851 0.000518564 0.00054093 0.000433032 0.000448087 0.000464435 0.000414424 0.000485289 0.000376534 0.000523161 0.000488823 0.000373137 0.000354306 0.00028911 0.000282492 0.000253434 0.000163318 6.04963e-05
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -0.24354499999999998 -0.42985499999999993 -1.0000000180025095e-35 0.087785000000000016 0.11605500000000001 0.41476000000000007 0.17936000000000002 0.11588000000000002 -0.084184999999999996 -0.091849999999999987 -0.37626499999999991 0.09252500000000001 0.098195000000000018 0.016865000000000002 0.0041500000000000009 -0.077944999999999987 -0.23029999999999998 -0.0025949999999999997 0.0015250000000000001 -0.040439999999999997 0.085155000000000022 0.10786000000000001 0.11735000000000002 -0.087439999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 14 -14 17 -16 19 18 -9 20 21 -17 23 -23 -15 -24 -13 -19 -22
right_child=1 2 -4 4 5 6 7 8 -10 -11 -12 26 13 24 15 16 -18 27 -20 -21 28 22 25 -25 -26 -27 -28 -29 -30
leaf_value=-0.00095437366056106158 -0.0010568025969572147 -0.00078841210365212817 -0.00087566835447548208 -0.00069954162347786203 -0.00080220146027702634 -0.00085544386225846678 -0.00068868055682913651 0.00087049657245162572 -0.00071252858687154814 -0.00060860666164776721 0.0011880378518564355 -0.0008385925777992636 -0.00098532714865647952 0.00071228951366582782 -0.00052039152576762045 0.0011799163464872725 -0.00036468251837389466 0.0014499187085985367 -0.00031285087343035754 -0.00031605866936694976 0.0013960527867167016 -0.00073030282750233429 0.00019295987629334266 0.00028767128771774967 -0.00032442893345594804 0.0010386421633735514 0.00012939835342224765 0.0007248626845974479 0.00092462174080513689
leaf_weight=0.001588456133350318 0.0011770038757425985 0.0015490895596988455 0.0015205353443881178 0.0017568330506527721 0.0010537045213154508 0.00104574246174055 0.0012635677258142622 0.0019338284051793548 0.0011239077398754729 0.0013164791033352654 0.0016888203502416479 0.0013302897092639645 0.0011189912804123736 0.0012771624407141857 0.0012311953141210695 0.0014201058653711034 0.0014882807266800033 0.001826792475468686 0.0011871395408779017 0.0010808318377296686 0.0013279919044668076 0.0012560334572692677 0.0019099922137215675 0.0017187646824861069 0.0010325358408743981 0.0014943237984286206 0.0010099117107932459 0.0010318468238968981 0.0010226943139885472
leaf_count=592 85 312 110 53 206 265 542 65 77 25 54 80 104 95 77 49 83 49 35 71 54 208 116 56 114 77 45 87 124
internal_value=0 1.05226e-05 4.35666e-05 8.18639e-05 0.00012044 0.000163842 0.000195516 0.000230865 0.000269818 0.000308282 0.000352356 0.000297438 0.000369401 -0.00015395 0.000459438 0.000318839 0.000400076 0.00078745 0.00042038 0.000501421 0.000588472 0.000406884 0.000234793 -0.000142143 0.000248831 0.000564172 -0.000420857 0.0011882 0.00119095
internal_weight=0 0.0391944 0.0380174 0.0364969 0.0349478 0.0331909 0.0321372 0.0310915 0.0298279 0.028704 0.0273875 0.0256987 0.0233585 0.00342869 0.0199298 0.0139502 0.012719 0.00597961 0.00312097 0.0112307 0.0101499 0.00779922 0.00637911 0.0029748 0.0023097 0.00340432 0.0023402 0.00285864 0.00235069
internal_count=3910 3318 3233 3123 2811 2758 2552 2287 1745 1668 1643 1589 1464 313 1151 915 838 236 100 755 684 506 457 264 209 193 125 136 178
is_linear=0
shrinkage=0.00145689


Tree=1633
num_leaves=15
num_cat=0
split_feature=1 0 4 474 14 2 16 0 0 151 15 43 15 16
split_gain=7.33974e-05 0.000132017 9.5699e-05 0.000113291 0.000124584 0.00019037 0.000161592 0.000203746 0.000159985 0.00013707 0.000189934 0.000104173 5.97883e-05 0.000193023
threshold=0.076710000000000014 -0.084074999999999997 -0.16401499999999997 0.084655000000000022 -0.13131999999999996 0.087995000000000004 -0.15168999999999996 -0.084304999999999977 -0.15007499999999999 -0.044604999999999992 -0.087844999999999993 -0.075819999999999985 0.024640000000000006 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 -8 9 -7 -11 -9 13 -3
right_child=2 12 3 -5 5 8 7 11 -10 10 -12 -13 -14 -15
leaf_value=-0.0017154026734307521 -0.0011853406978924892 -0.00196007211149982 -0.0013315243832040121 0.0020281552893346459 0.0011318632724524843 -0.00093385268043400351 -0.0025077673169771409 -0.0010647765402827538 0.0029253541399005792 0.0030185534567188036 -0.00010521012984398106 0.0011513319423823532 0.00078489416217227426 0.00077182402691634757
leaf_weight=0.0017041055609674045 0.0012098727388663031 0.0012928897414086205 0.0012778565295458464 0.0010172113310367723 0.0015855795730809951 0.0010386201369483317 0.0013221259479135909 0.0011388613905759541 0.0011186100307382582 0.0010171819337271501 0.0011179433844329956 0.0011835614251684478 0.0016543132657871884 0.0015633991421050986
leaf_count=1009 248 227 114 189 188 79 202 190 246 74 60 312 571 201
internal_value=0 -0.000475043 0.000215835 0.000359287 0.000202107 0.000407911 -0.000262113 -0.00086857 0.00122432 0.000624776 0.00138296 6.46046e-05 -6.43534e-06 -0.00046476
internal_weight=0 0.00621471 0.0130274 0.0118176 0.0108003 0.00952248 0.00523013 0.00364455 0.00429236 0.00317375 0.00213513 0.00232242 0.0045106 0.00285629
internal_count=3910 2008 1902 1654 1465 1351 892 704 459 213 134 502 999 428
is_linear=0
shrinkage=0.00523088


Tree=1634
num_leaves=24
num_cat=0
split_feature=1213 52 14 151 1456 38 124 13 43 42 15 403 3 52 48 1 12 3 0 52 2 1 15
split_gain=0.000481475 0.000422332 0.000361253 0.00034609 0.000360816 0.000294428 0.000315388 0.000344846 0.000516577 0.000347705 0.000329418 0.000367625 0.000378914 0.000625178 0.00040558 0.000321245 0.000220321 0.000275616 0.00025197 0.000188401 0.000238558 0.000221416 0.000152018
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 -0.27336999999999995 -1.0000000180025095e-35 0.087760000000000019 -0.048219999999999992 0.16421000000000002 0.16180500000000003 0.088115000000000013 0.090505000000000016 0.03138500000000001 0.094625000000000015 0.084890000000000007 0.08734500000000002 0.11507500000000002 0.085775000000000004 -0.015794999999999997 -0.22384499999999996 0.092550000000000007 0.11230000000000001 0.090820000000000012 -0.050004999999999994
decision_type=2 2 2 2 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 11 12 13 14 16 -9 17 -8 -19 20 21 -14 -11
right_child=1 2 -4 4 5 -7 7 15 -10 22 -12 -13 19 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00092625151692172158 -0.00091126944491588889 -0.00077172600147739593 -0.0007196474908728412 -0.00067678040109068712 0.00075226337648473356 -0.00062169181999049852 0.00099039502729077926 -0.00087600379212821164 -0.00071547743686385982 0.00099499903603799279 -0.00050046807689195125 0.00089417283093430654 6.7256792264469681e-05 -0.0010400535604941407 -0.00063713799155467763 9.4332510050952202e-05 -0.00025264203095484966 0.00071790247769590461 -0.00025404140543787245 0.00083844634591064395 -0.0002238790262126643 0.0010118512483900327 0.00035636243541061136
leaf_weight=0.001247296877651973 0.0010500159383172438 0.0010124654497296595 0.0012977432015422998 0.0012224504157929269 0.0019665115104601774 0.0010520387636483433 0.0014712744186587464 0.0013459149648581406 0.0012718722194143542 0.001785129681560027 0.0014631646382973198 0.0016749179702186265 0.0010497524659278668 0.0012117088620873795 0.0012346174583005021 0.0017115553916262627 0.0011662894979041216 0.0010505300297154463 0.0013407194607395565 0.0018453799968085605 0.0014042350026622907 0.001146471041846564 0.0015272574442364286
leaf_count=592 345 80 104 265 255 69 192 107 198 202 129 104 36 197 107 52 219 23 56 41 100 55 382
internal_value=0 1.52348e-05 4.73928e-05 8.17719e-05 0.000112698 0.000148818 0.000180399 0.00013295 0.000201935 0.000262169 0.00017175 0.000239136 0.000154225 -6.29814e-05 0.000126041 -0.000332815 0.000313408 0.000484327 0.000172956 0.00045237 0.00025449 0.000560353 0.00070054
internal_weight=0 0.031302 0.030252 0.0289543 0.0279418 0.0267193 0.0256673 0.0237008 0.0206433 0.0193714 0.0160591 0.0145959 0.012921 0.00747514 0.00626343 0.00305747 0.00502881 0.00386252 0.00239125 0.00544584 0.00360046 0.00219622 0.00331239
internal_count=3910 3318 2973 2869 2789 2524 2455 2200 2041 1843 1259 1130 1026 794 597 159 490 271 79 232 191 91 584
is_linear=0
shrinkage=0.00148603


Tree=1635
num_leaves=15
num_cat=0
split_feature=453 4 15 12 3 47 4 0 0 16 4 0 1 1
split_gain=7.37907e-05 0.000162402 0.000145434 0.000136545 0.000203619 0.000136894 0.000196828 0.000174583 0.00018307 0.000153938 0.000157555 0.000269981 0.000134353 9.44994e-05
threshold=1.0000000180025095e-35 0.24280000000000004 -0.10192499999999999 0.10595000000000002 0.13772500000000001 0.085165000000000018 -0.23071499999999998 -0.070894999999999986 -0.082994999999999985 -0.094359999999999986 0.0057500000000000008 -0.089879999999999974 0.11198000000000001 0.11986000000000001
decision_type=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 -8 11 -11 -3 -7
right_child=-2 12 3 -5 -6 13 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0020911426485687905 -0.0013994669482564645 7.1773061827552279e-05 -0.0019866814151480831 -0.0018663830225679587 0.0023529957032820217 0.0023371520775754299 -0.0015687047128623206 0.0017167013344522803 -0.0024808121266495287 -0.0020922448522295834 0.0021252239407587928 0.0015109279148004765 0.0022283307022847925 3.5233571482918754e-05
leaf_weight=0.0010855959383790923 0.0010659105956867245 0.0017242527984158143 0.0017839900402832082 0.0010933628922934072 0.001120413856999126 0.0010445688459853617 0.0013058463616132613 0.0014554910426723133 0.0010233927500845064 0.0011793116403937352 0.0013089197172904271 0.0012891921537580408 0.001698363040201524 0.0010685036312034768
leaf_count=277 99 185 219 291 87 154 274 291 776 226 62 584 338 47
internal_value=0 7.38179e-05 -0.000173876 -2.16511e-05 0.000138684 -7.78177e-05 -0.000360651 2.29467e-05 -0.000380751 4.20454e-05 0.000598878 -0.000210464 0.0011419 0.00117316
internal_weight=0 0.0181812 0.0147586 0.013673 0.0125796 0.0114592 0.00934614 0.00756215 0.00610666 0.00508327 0.00377742 0.0024685 0.00342262 0.00211307
internal_count=3910 3811 3288 3011 2720 2633 2432 2213 1922 1146 872 810 523 201
is_linear=0
shrinkage=0.0054422


Tree=1636
num_leaves=16
num_cat=0
split_feature=41 158 159 50 159 2 3 48 150 4 47 1 4 52 3
split_gain=7.46401e-05 0.000100554 0.000104803 7.86709e-05 0.000127864 0.000219279 0.000217833 0.000130687 0.000161245 0.000111346 0.000124544 0.000166825 0.000136258 0.000103861 8.51579e-08
threshold=0.078535000000000008 0.085745000000000002 0.088320000000000023 0.10119500000000002 -0.031624999999999993 0.11339500000000001 0.12046500000000002 0.099240000000000009 0.08882000000000001 -0.08422499999999998 0.080860000000000015 0.085990000000000011 -0.013929999999999998 0.091210000000000013 -0.0026499999999999996
decision_type=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 13 11 12 -11 -6 -12
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 10 14 -13 -14 -15 -16
leaf_value=0.0015518705038227306 -0.0010449135006362408 -0.0011968828797216948 0.0012585359702277166 -0.001085340290815185 -0.0013558316419832587 0.00018171349651002514 -0.0023878131032314441 0.0016541977823204602 -0.0014347595283306757 -0.00085830689450719984 -0.00026861268692918963 0.0018829027136087531 0.0010946951087599853 0.00040583132516597509 -0.00032339550705937797
leaf_weight=0.0010276915721263305 0.0011488111084179123 0.0010577009884048241 0.0013634681294397979 0.0010233968735717186 0.0012013372720999799 0.0011199653442089336 0.001220043097011847 0.0010736415902387201 0.0010686373147960624 0.0011063112858585734 0.0010068386093197747 0.0019720804340755231 0.0014755651791799294 0.0011683818841531357 0.0010019926542451651
leaf_count=281 195 385 268 427 412 247 99 139 206 492 153 326 209 45 26
internal_value=0 6.13313e-05 0.000140408 4.18344e-05 0.000121706 1.2143e-05 -0.001158 0.000259384 0.000109648 0.000294412 0.000576658 0.000961576 0.000257851 -0.00048725 -0.000295938
internal_weight=0 0.0178871 0.0168294 0.0154659 0.0144425 0.0134148 0.00234001 0.0110748 0.0100011 0.00893251 0.00656279 0.00455396 0.00258188 0.00236972 0.00200883
internal_count=3910 3715 3330 3062 2635 2354 346 2008 1869 1663 1206 1027 701 457 179
is_linear=0
shrinkage=0.004207


Tree=1637
num_leaves=29
num_cat=0
split_feature=1213 52 52 14 160 157 4 159 159 12 1374 457 38 124 483 51 151 16 40 130 9 52 16 4 15 13 2 16
split_gain=0.000422471 0.000419644 0.000443772 0.000855952 0.000371857 0.00039468 0.000394265 0.000354739 0.000363569 0.000304221 0.000334463 0.000302103 0.000358924 0.000536129 0.000428305 0.000388877 0.000454288 0.000453789 0.000348044 0.000316395 0.000268063 0.000350279 0.000291113 0.000520886 0.000426077 0.000128373 7.77104e-05 6.35974e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.40891499999999997 0.077685000000000018 -0.26821999999999996 -0.077534999999999979 -0.0017649999999999999 0.10856 0.087360000000000007 0.11655500000000001 -0.095439999999999983 -0.079274999999999984 0.083695000000000006 -0.082254999999999981 0.083960000000000021 0.013805000000000001 -0.084129999999999996 -0.092014999999999986 -0.067204999999999987 -1.0000000180025095e-35 0.081505000000000008 0.11262000000000001 -0.014099999999999998 0.24280000000000004 0.088345000000000021 -0.069884999999999989 0.090420000000000014 -0.079819999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 -7 -12 13 -13 15 16 -15 26 -18 -20 21 22 23 24 27 -24 -17 -21
right_child=1 2 3 -5 5 7 -8 -9 -10 -11 11 12 -14 14 -16 17 18 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29
leaf_value=-0.00086547142558971346 -0.00092851820216781854 0.0010937194488747372 -0.00088203609316813835 -0.0013766365143794428 0.00018315656108035499 -0.00069185177854667781 0.0014562645707584163 -0.00086029388754339494 0.0007508398828778405 -0.00063519637835918229 -0.00054444903015884246 0.0012740532056706925 -0.00073434287515862832 -0.00080658943916811119 -0.00080118707199704296 0.00082390624033627997 -0.00067481005914145234 -5.1523623466157561e-05 -0.00056551960263514492 -0.00075193871814109483 -0.00044656237240676391 -0.00042118533785104079 0.0012353963718332345 0.0011233858116971329 0.00055462326060579591 0.00061159239953399594 0.0014278119410196821 -0.00019563407662997816
leaf_weight=0.0014727515672634797 0.0011840540978952643 0.0010140188064795544 0.0010484024556537677 0.0011081317600575282 0.0015854064786878785 0.0014090742936332381 0.0010437232565174695 0.0010949696629008457 0.0019080718853206882 0.0016962425637254688 0.001667121731263598 0.0011644544780817214 0.0010871841468518264 0.0013169379198325623 0.0011513644126771019 0.0010659159299317156 0.0011185882158156061 0.0013356801069086535 0.0010867375326213411 0.0011329030064675116 0.0010088730002913446 0.0011289958005183962 0.0015724945948507596 0.0014616667708709508 0.0019118470873786819 0.0018669641113540168 0.0011419499507221431 0.0010019486055065554
leaf_count=592 345 28 279 100 234 31 54 180 207 86 128 126 57 83 159 25 72 108 162 146 72 82 86 94 218 70 29 57
internal_value=0 1.33373e-05 4.50828e-05 1.39142e-05 6.05979e-05 9.15205e-05 0.00068856 3.80021e-05 7.28385e-05 2.36996e-05 6.90758e-05 0.000115248 0.000166272 0.000214111 0.00015017 0.000210515 9.45568e-05 0.000688543 0.000183847 0.000262753 0.000343949 0.000423094 0.000529621 0.000300358 3.08052e-06 0.000896791 0.00113626 -0.000490849
internal_weight=0 0.0363137 0.0351297 0.0341156 0.0330075 0.0319591 0.00262913 0.02933 0.028235 0.0263269 0.0246307 0.0232216 0.0215545 0.0204673 0.0193029 0.0181515 0.014608 0.00354355 0.013291 0.0121724 0.0110857 0.0100768 0.00894782 0.00550837 0.0040467 0.00343946 0.00220787 0.00213485
internal_count=3910 3318 2973 2945 2845 2566 288 2278 2098 1891 1805 1774 1646 1589 1463 1304 1142 162 1059 987 825 753 671 515 421 156 54 203
is_linear=0
shrinkage=0.00160853


Tree=1638
num_leaves=15
num_cat=0
split_feature=403 132 160 474 160 133 13 12 48 52 4 2 49 3
split_gain=6.62216e-05 7.88482e-05 0.000109126 0.000202334 0.000231187 0.000163989 0.000150192 0.000208718 0.000146991 0.000129711 0.000177435 0.00027954 0.000169983 0.0001285
threshold=-1.0000000180025095e-35 0.079995000000000011 -1.0000000180025095e-35 0.084655000000000022 -0.14580499999999996 -1.0000000180025095e-35 -0.083514999999999992 0.095295000000000019 0.090530000000000013 0.091210000000000013 0.0057500000000000008 0.11230000000000001 -0.067929999999999977 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 8 -7 10 12 13 -8 -12
right_child=1 -3 5 -5 -6 6 9 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0013715209603929741 -0.00017188953147944706 0.0013542179752342042 -0.001588036692870976 0.0010813040038902928 -0.0036405162024348184 0.0034461500493243517 0.00037250551106174362 -0.00075564270254243487 0.00064796201752562405 0.0015600215038298643 0.00047555497560578338 -0.0020806590625209245 -0.0025648187096418262 0.0029784641596085899
leaf_weight=0.0010771872439687266 0.0013003037589712219 0.0014201325102748399 0.0014519278869842183 0.0011253010463272151 0.0011706060970983678 0.0014614116277371471 0.0010176649489714315 0.0010129222044323871 0.0010232517727669227 0.0014182532888173949 0.0019147750361774227 0.0010427044619460389 0.0016649968698211363 0.0010015782808094897
leaf_count=930 330 281 450 233 377 224 119 42 105 119 134 120 408 38
internal_value=0 7.36944e-05 -3.5817e-05 -0.000908825 -0.00181517 0.000205508 0.000430824 0.00141065 0.00229378 5.63397e-06 -0.000326285 0.000435516 -0.00145055 0.00133514
internal_weight=0 0.0180258 0.0166057 0.00359621 0.00247091 0.0130095 0.0115576 0.00349759 0.00248466 0.00805997 0.00664172 0.00395906 0.00268266 0.00291635
internal_count=3910 2980 2699 940 707 1759 1309 371 329 938 819 292 527 172
is_linear=0
shrinkage=0.00566207


Tree=1639
num_leaves=28
num_cat=0
split_feature=14 1213 160 52 376 376 1374 1374 52 4 52 150 50 42 47 4 48 12 4 42 159 159 394 2 50 43 52
split_gain=0.000549698 0.000465503 0.000417083 0.000392784 0.00040812 0.000467419 0.000410491 0.000307412 0.000439804 0.000367251 0.000366269 0.000392336 0.000336181 0.000361779 0.000437384 0.000484598 0.000343646 0.00032374 0.000271729 0.00039724 0.000255924 0.000218592 0.000216271 0.000141207 0.000134828 0.000105616 9.1735e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26821999999999996 -0.42985499999999993 0.11605500000000001 0.048375000000000008 0.086000000000000007 -0.094679999999999986 -0.048794999999999991 -0.0031049999999999997 -0.0025949999999999997 0.081245000000000026 0.088160000000000002 -1.0000000180025095e-35 0.080075000000000021 -0.23071499999999998 0.10448500000000001 0.088485000000000022 -1.0000000180025095e-35 0.083725000000000008 0.088690000000000005 0.079875000000000015 -0.0039699999999999987 0.084065000000000015 0.10119500000000002 -0.064539999999999986 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 17 -10 12 13 22 15 -15 23 21 26 -20 25 -9 -12 -16 -14 -11 -17
right_child=-2 2 3 4 -6 -7 -8 8 10 20 11 -13 24 14 16 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00079117243266369072 -0.00082128590396525838 -0.00083143666370434643 -0.00074016444324276223 -0.00054278658114915318 -0.00071362428485787313 0.00087990180999778748 -0.00075802268435960914 -0.00071645554077555483 -0.00068995615780859728 0.0011478294230781656 -7.6490121382884831e-05 0.00078884700981872555 0.0009110510275358284 -0.00045930935322620813 -0.00034728712068444768 0.0011389055908647681 0.00031345227794477416 0.00063705305697023295 -0.00020546523419992906 0.00078005446563256676 0.0001054837499033166 0.00018947467352204767 -0.00094748182210744648 -0.0010052536996971811 0.00019266168204847629 0.00065589844550832394 0.00055655585036412018
leaf_weight=0.0013485376456996703 0.0016131083026503781 0.0010239561046367076 0.0011143945788785739 0.0012699291012729921 0.0011465350435552737 0.0015759752820971576 0.0010614746074780737 0.0010188794127117817 0.0012504623507127296 0.0016077733068634581 0.0010017678425906507 0.0014611963666314445 0.0010366938399446477 0.0014280599011584558 0.0017149344850366788 0.0010637609957071456 0.0011725625007651397 0.0013038620192750705 0.0019204597819096197 0.0013770898732158032 0.0010834533943063773 0.0010715413815487601 0.0012648251646441852 0.0010200032675346526 0.0010127414260831663 0.0018297783679246393 0.0010579418438947386
leaf_count=578 126 279 337 64 32 160 82 106 265 40 134 120 110 31 40 57 50 112 129 141 124 151 247 28 134 56 177
internal_value=0 1.51914e-05 4.82534e-05 7.65206e-05 0.000106116 0.000137862 9.61404e-05 0.000129761 0.000162997 0.000437579 4.07759e-05 9.60476e-05 2.88771e-05 -5.40952e-05 5.3058e-05 0.000266385 -0.000320766 8.94673e-05 0.000457617 0.000206098 0.000698934 -0.000252079 -0.000562529 -0.000592678 0.000556054 0.000885979 0.000848529
internal_weight=0 0.0342386 0.0328901 0.0318661 0.0307517 0.0296052 0.0280292 0.0269677 0.0256978 0.00791529 0.0177825 0.016532 0.0150708 0.0130214 0.0107548 0.00684731 0.0039075 0.00339428 0.00541925 0.00329755 0.00452101 0.00209042 0.00226659 0.00273494 0.00204944 0.00343755 0.0021217
internal_count=3910 3784 3206 2927 2590 2558 2398 2316 2252 589 1663 1398 1278 1034 653 535 118 369 504 270 220 257 381 68 244 96 234
is_linear=0
shrinkage=0.00140032


Tree=1640
num_leaves=14
num_cat=0
split_feature=15 158 156 457 15 0 15 48 42 43 16 16 15
split_gain=7.55113e-05 0.000134081 8.13467e-05 9.69029e-05 0.000104477 0.000154629 0.000155609 0.000154335 0.000103164 9.05768e-05 0.000196284 0.000170071 8.99493e-05
threshold=-0.24219999999999997 0.084965000000000027 0.084090000000000012 -0.066264999999999991 -0.11739999999999999 -0.10575999999999998 0.091600000000000015 0.086285000000000014 -0.09602999999999999 -0.074254999999999988 0.20277000000000003 -0.055679999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 8 12 -7 10 -10 -11 -6
right_child=1 -3 -4 4 5 6 -8 -9 9 11 -12 -13 -14
leaf_value=0.0012302887200235015 -0.0016520116975029741 -0.0022663518595130239 -0.0013429262279115678 -0.0013562452957069397 0.0037404188339788895 -0.0015262381132260441 -0.0022628569328732896 -0.00013153364781648459 0.00016937989072622001 0.0012160556870904375 0.0034891112137251283 -0.001354509967816174 0.0013431851639596364
leaf_weight=0.0016833054681094873 0.001048481346551223 0.0010369060113831546 0.0015228843687973481 0.0013244076773877298 0.0010885538344873602 0.0010084105745104969 0.0010036656625573293 0.001382679250749419 0.0018026567888804468 0.0019848688960907128 0.0010638145181591785 0.0018848131617298413 0.0012784104299642654
leaf_count=317 219 346 468 209 103 189 471 69 419 593 83 309 115
internal_value=0 -0.000129022 6.16466e-06 0.000144322 0.000280582 0.000454038 7.72584e-06 0.00149532 0.000301985 0.000575672 0.00140141 -3.59945e-05 0.00244566
internal_weight=0 0.0174306 0.0163936 0.0148708 0.0138223 0.0124979 0.00874823 0.00374964 0.00774456 0.00673615 0.00286647 0.00386968 0.00236696
internal_count=3910 3593 3247 2779 2560 2351 2064 287 1593 1404 502 902 218
is_linear=0
shrinkage=0.0061288


Tree=1641
num_leaves=17
num_cat=0
split_feature=1 123 13 43 131 42 133 15 15 52 48 4 16 1 0 16
split_gain=6.92941e-05 0.000140085 0.000219401 0.000136772 0.000197303 0.000108279 0.000107793 0.000117941 0.000116835 0.000181888 0.000179568 0.000135572 0.000156344 9.90045e-05 9.58559e-05 7.03935e-05
threshold=0.12730000000000002 1.0000000180025095e-35 0.17936000000000002 -0.15648499999999999 0.08844500000000001 0.088915000000000008 -0.085714999999999986 0.084050000000000014 -0.095799999999999982 -0.092854999999999979 0.085845000000000019 -0.17479499999999998 -0.0090499999999999973 0.096335000000000018 -0.053834999999999994 -0.092014999999999986
decision_type=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 10 -10 13 -11 15 -8 -2 -13
right_child=14 -3 -4 4 -6 -7 7 -9 9 11 -12 12 -14 -15 -16 -17
leaf_value=0.0018056316287736536 0.0018483319937849893 0.0015693935040082616 -0.0026345187577767461 0.0017883058697344 -0.0025933447348905165 -0.001733869578432509 0.0015181442097120892 -0.0018597738349086408 -0.0013269340179737194 -0.00051849805037895691 -0.0023910549282073071 0.0018836482542135503 0.0034837499755973346 -0.00088490509574314362 -0.00032908649010798011 -0.00015764246830730807
leaf_weight=0.0010706734061927117 0.0013613560676508547 0.0013580012822253231 0.0011390177089975482 0.0010638632286409351 0.0010269389404012333 0.0010786363757845233 0.0010362117584868831 0.001018846060443849 0.0011390868349792672 0.0010869655049861073 0.0012063830980219986 0.0010484077819197905 0.0010663969641126897 0.0010778012686695204 0.0011486508315128241 0.0010339422182284036
leaf_count=108 193 231 166 361 449 688 69 410 315 54 132 161 151 63 152 207
internal_value=0 -0.00013831 -0.00029196 -0.000100747 -0.000259175 -5.7004e-05 0.000110814 -7.29015e-05 0.000136472 0.000642222 -0.000682196 0.00117178 0.00175527 0.000292982 0.000851883 0.000870093
internal_weight=0 0.0164512 0.0150932 0.0139542 0.0128835 0.0118565 0.0107779 0.00971404 0.0086952 0.0053748 0.0033204 0.00423571 0.00314875 0.00211401 0.00251001 0.00208235
internal_count=3910 3565 3334 3168 3060 2611 1923 1562 1152 888 264 573 519 132 345 368
is_linear=0
shrinkage=0.00555105


Tree=1642
num_leaves=15
num_cat=0
split_feature=160 123 1 48 4 42 0 49 457 4 3 52 0 3
split_gain=7.25639e-05 0.00010052 0.00016033 0.00016304 0.000136623 0.000191325 0.000127289 0.000110216 0.000299768 0.000154424 0.000156242 0.000171869 0.000107036 5.9768e-05
threshold=-0.217635 1.0000000180025095e-35 0.14000500000000002 0.11930500000000001 0.074650000000000008 0.091955000000000023 -0.11756999999999999 -0.047894999999999993 0.084715000000000013 -0.0010999999999999996 -0.078884999999999997 0.0033900000000000002 -0.070604999999999987 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 8 -2 10 11 -9 -12 -8
right_child=1 -3 -4 -5 6 -7 13 9 -10 -11 12 -13 -14 -15
leaf_value=-0.0013477098077022672 -0.0010612036845212376 0.0014621063973513236 0.0020692975734699268 -0.0023075813037542075 -0.00018476825689131709 -0.0026189702240982074 0.00087304333621756182 -0.0023558983320841232 0.0030916908337227551 -0.0019398336284898227 0.0019683035306329623 0.0005398370490123655 -0.00027366340728684536 0.0027653553465943194
leaf_weight=0.0011657477243215272 0.0010886603626119058 0.00148937555711202 0.001033998520962697 0.0010431311847988742 0.0019429613388434186 0.0010517062186093081 0.0010542954642714375 0.0013252662762094219 0.001054257790558788 0.0016502143353375655 0.001448591452035658 0.001206622381451819 0.0011995426260875686 0.0010042002868866648
leaf_count=429 152 310 105 94 153 511 113 778 58 292 156 513 123 123
internal_value=0 8.23852e-05 -4.52224e-05 -0.000190311 -3.28509e-05 -0.000378977 0.000834301 -0.000116437 0.000981908 -0.000461032 1.0074e-05 -0.000975877 0.000952745 0.00179617
internal_weight=0 0.0175928 0.0161034 0.0150694 0.0140263 0.0100249 0.00400146 0.00897316 0.00214292 0.00683024 0.00518002 0.00253189 0.00264813 0.0020585
internal_count=3910 3481 3171 3066 2972 2583 389 2072 210 1862 1570 1291 279 236
is_linear=0
shrinkage=0.00555105


Tree=1643
num_leaves=27
num_cat=0
split_feature=14 1213 9 151 1456 1374 43 13 52 2 48 132 457 49 42 39 48 4 4 0 1 13 2 2 0 47
split_gain=0.000506816 0.000449074 0.000347869 0.000326937 0.000326811 0.000336065 0.000315617 0.000345286 0.000438566 0.000448898 0.000412312 0.000402228 0.00040162 0.000404984 0.000316858 0.000336069 0.000407296 0.000556134 0.000295445 0.000391898 0.00037181 0.000445039 0.000538744 0.000108356 0.000100676 9.72049e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 -1.0000000180025095e-35 -0.094679999999999986 0.25671000000000005 -0.091229999999999992 0.10599500000000002 0.097940000000000013 0.016865000000000002 0.085645000000000013 0.082870000000000013 0.10513500000000002 -0.10770999999999999 0.005105000000000001 0.085845000000000019 -0.23071499999999998 -0.084009999999999987 -0.22384499999999996 0.11257500000000001 0.0015650000000000002 0.080080000000000012 0.11578500000000001 -0.11524 0.08593000000000002
decision_type=2 2 2 2 2 2 2 2 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 -7 12 13 14 -9 16 17 -16 -19 -20 21 22 -21 -11 -14 -22
right_child=-2 2 3 4 5 6 -8 11 -10 23 -12 -13 24 -15 15 -17 -18 18 19 20 25 -23 -24 -25 -26 -27
leaf_value=-0.00068301924111674537 -0.00075758328736664083 0.00075619329265100537 -0.0006730362866730371 -0.00057568331865748377 -0.00055925543440694817 0.00056837263077255901 -0.00050838607292183252 -0.00069801643964687693 -0.00031496836689097962 0.0011645060025101113 -0.00041392582952301017 0.0006212588084879777 0.00079286215549153173 0.00061256590831286852 -0.0007628036646867265 0.00050288731984726048 -0.00079449163707907714 0.00062776032828918825 0.00059293870923438302 -0.0001094970162261498 0.00047118433778150961 0.00023739289136965114 -0.0012206743297788717 0.00062762656327441826 0.00023916661824901635 -4.4267123035927043e-05
leaf_weight=0.001363662491138908 0.0013657742839379141 0.0010310088097817962 0.0010122280973592348 0.001252648537708608 0.0012406051754254568 0.0017721448745774094 0.0012460707373735938 0.0013897473436730043 0.0011382719825687726 0.0013624343711988729 0.0010534018927271238 0.0017316412496101155 0.0010042304747365227 0.0012196798901733539 0.0014823469574679277 0.0013965300346320273 0.0013143444012065917 0.001222978336898879 0.0012856927205575587 0.0013260973081742535 0.0012444000600315697 0.0011921934034353487 0.0013732565238284977 0.0010136958387181871 0.0010269544956108536 0.0010371181598500812
leaf_count=578 126 126 94 312 52 85 183 104 83 47 45 202 64 150 142 141 130 146 29 274 48 82 427 96 105 39
internal_value=0 1.55209e-05 4.58869e-05 2.17484e-05 4.57294e-05 7.34567e-05 0.000102709 0.000132469 0.000384147 0.000537133 0.000202159 4.95676e-05 -6.95149e-06 -7.5146e-05 -0.000133948 -7.3061e-05 -0.000143134 -5.89053e-05 6.12805e-05 -3.16026e-05 -0.000161679 -0.00039534 -0.000674792 0.000935464 0.000512917 0.000236874
internal_weight=0 0.0327334 0.0313697 0.0303387 0.0293265 0.0280738 0.0268332 0.0255872 0.00633995 0.00520168 0.00282555 0.0192472 0.0175156 0.0154844 0.0142647 0.012875 0.0114784 0.0101641 0.00868174 0.00745876 0.00617307 0.00389155 0.00269935 0.00237613 0.00203118 0.00228152
internal_count=3910 3784 3206 3080 2986 2674 2622 2439 356 273 130 2083 1881 1712 1562 1458 1317 1187 1045 899 870 783 701 143 169 87
is_linear=0
shrinkage=0.00124344


Tree=1644
num_leaves=13
num_cat=0
split_feature=2 52 4 15 150 3 4 43 16 4 16 15
split_gain=7.1256e-05 0.000152938 0.000183247 0.000142033 0.000139783 0.000114355 0.000165481 0.000299829 0.00013803 0.000136794 0.000111936 0.000109387
threshold=0.10946500000000002 0.086950000000000013 0.15927500000000003 -0.031229999999999997 0.086420000000000011 -0.089974999999999986 -1.0000000180025095e-35 -0.074254999999999988 -0.078844999999999985 -0.034289999999999994 -0.17157499999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 8 -8 -7 -10 -2 -12
right_child=10 3 -4 -5 -6 6 7 -9 9 -11 11 -13
leaf_value=-0.0011387844028968776 -0.0004441471423053751 0.0002264785947568293 0.0013435092498706477 -0.0019532455483022336 -0.0016619680864992518 0.0019321710683731597 0.0010994647949886761 -0.0023510503933581806 -0.0010238942078507364 0.0013325833837760479 0.00023572739829787052 0.0019105166166205807
leaf_weight=0.0014748715962556872 0.0019489995106741972 0.0010163750204693588 0.0019745614772502329 0.0017649194911924316 0.0012491764802828043 0.0016000107441754294 0.0010361051633806517 0.0011423359296471366 0.0010888924690109396 0.0010382391092480228 0.0019755365239993161 0.0014655539130621334
leaf_count=446 256 267 224 644 201 326 125 201 381 328 324 187
internal_value=0 -0.000187244 6.70287e-05 -0.0011567 -0.000225045 1.81608e-05 0.000307098 -0.000709924 0.000901528 0.000126287 0.000445264 0.000949017
internal_weight=0 0.0133855 0.0106042 0.00278129 0.00862963 0.00738046 0.00590558 0.00217844 0.00372714 0.00212713 0.00539009 0.00344109
internal_count=3910 3143 2232 911 2008 1807 1361 326 1035 709 767 511
is_linear=0
shrinkage=0.00464487


Tree=1645
num_leaves=27
num_cat=0
split_feature=1213 1456 14 11 3 13 52 124 2 0 0 131 12 453 0 150 48 42 3 52 42 0 13 13 4 4
split_gain=0.000550458 0.000485011 0.000428575 0.000361801 0.000385127 0.000313666 0.000989542 0.000387341 0.000370657 0.000322975 0.000483195 0.000417143 0.000286236 0.000328 0.000277998 0.000710949 0.000624069 0.000317508 0.000472535 0.000317577 0.000256854 0.000232831 0.000200796 0.000189408 0.000144257 7.15899e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15121499999999996 -0.091229999999999992 0.11588000000000002 -0.061329999999999989 0.097940000000000013 -0.053834999999999994 -0.017269999999999997 0.097135000000000013 0.094045000000000004 1.0000000180025095e-35 -0.230625 0.087235000000000021 0.091875000000000012 0.088235000000000022 0.086245000000000016 -1.0000000180025095e-35 0.08622500000000001 -0.10209999999999998 -1.0000000180025095e-35 -0.48634999999999995 -0.23071499999999998 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 24 6 8 -7 20 11 -11 12 13 14 16 17 -9 18 21 -20 -6 -16 -23 -10 -3 -25
right_child=1 2 -4 -5 5 7 -8 9 23 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 25 -26 -27
leaf_value=-0.00073222075606190276 -0.00070313184980488603 0.00027831344467317147 -0.00063894440770620692 -0.00048637453223087247 -0.00016626816705624141 0.00052006288935254805 -0.00081282596352553267 0.0012047391935449164 0.00035545281726582215 -0.0008711299804386735 5.9406909064441901e-05 0.00069185673828103952 -0.00052878216021888318 -0.00060697738058553279 -0.00077186577591647088 -0.0010016846788666323 -5.0321363164318016e-05 0.00070706750638038903 -2.1973037480471314e-05 0.00082576090291223969 0.00059869064237837253 -0.00044688888885644889 0.00023679086082427949 0.0012365640672454708 0.00089911863258248788 0.00077446921960255778
leaf_weight=0.0016063063774450206 0.0014050030653232895 0.0011493787530127975 0.0013669914844719458 0.0016975666190255359 0.0015961401381523457 0.0019093660214303384 0.0010639247621137549 0.0010026318840710103 0.001060754643481987 0.0017465720639455173 0.0017051017642622053 0.0012704746947310728 0.0017110253993689603 0.0011903598863343143 0.0010962377978880299 0.0010211687977912387 0.0015745704134815242 0.0011439275910070101 0.0014067238864754472 0.001328524066311676 0.0011807120155871154 0.0012757623572705896 0.0013855791335361523 0.0010186807747345483 0.0011656741801155902 0.0010554593623476327
leaf_count=592 332 53 92 123 79 228 89 51 49 133 126 163 381 61 54 132 28 276 30 25 62 447 109 18 86 91
internal_value=0 1.24215e-05 4.27734e-05 7.21188e-05 0.00010366 6.30022e-05 0.000291132 -1.36232e-05 0.000489809 -6.76569e-05 -0.000411452 9.3645e-06 -5.19723e-05 1.36857e-05 7.94449e-05 -2.727e-05 0.000437946 0.000103026 -3.39555e-06 0.000389776 0.000158991 -0.000289596 -9.09434e-05 0.000782844 0.000590901 0.00100142
internal_weight=0 0.0345283 0.0331233 0.0317563 0.0300588 0.0277437 0.00697567 0.020768 0.00591175 0.0188587 0.00345167 0.015407 0.0141365 0.0124255 0.0112351 0.00865792 0.0025772 0.00763675 0.00649283 0.00273525 0.00277685 0.00375758 0.00266134 0.00313489 0.00231505 0.00207414
internal_count=3910 3318 2986 2894 2771 2632 388 2244 299 2016 259 1757 1594 1213 1152 1073 79 941 665 55 141 610 556 158 139 109
is_linear=0
shrinkage=0.00124344


Tree=1646
num_leaves=27
num_cat=0
split_feature=1213 1456 151 16 49 14 47 40 1 11 42 4 4 42 3 12 42 484 52 4 3 15 2 4 4 3
split_gain=0.000423803 0.000418911 0.000349138 0.000380442 0.000338537 0.000307408 0.000322031 0.000401804 0.000434285 0.000662316 0.00035854 0.000587345 0.000300793 0.00037831 0.000427628 0.000427031 0.000420605 0.000462726 0.000352771 0.000350296 0.000356661 0.000731969 0.00048833 0.0002659 0.000379313 0.000196409
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 -0.53943499999999989 0.13906000000000002 0.078495000000000023 0.13206500000000002 0.096535000000000024 0.11235500000000002 0.082245000000000013 0.097535000000000011 0.25367000000000006 -1.0000000180025095e-35 0.091955000000000023 -0.12008499999999998 -1.0000000180025095e-35 0.08622500000000001 0.085815000000000016 -0.087094999999999992 0.0057500000000000008 -0.075954999999999981 -0.095799999999999982 0.10648500000000001 -0.08422499999999998 -0.083329999999999987 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 11 -10 13 14 -5 -16 17 18 -17 -14 -21 25 -23 -20 -25 -22
right_child=1 2 3 4 -6 -7 -8 -9 10 -11 -12 -13 19 -15 15 16 -18 -19 23 20 21 22 -24 24 -26 -27
leaf_value=-0.00081869840700362912 -0.0007944948694896132 -0.00078296687240187162 0.00095634098041408387 0.00097149418769726847 0.00083759428180508924 -0.00072730210840122548 -0.00056127892219552959 -0.00083221828302790354 -0.00029314744723306471 -0.001052711940965868 0.0012450844311802742 0.00091438961196435218 -0.0009006291064674307 -0.00048458705598826624 0.00095821093818223191 -0.0010279638865162417 0.00072058968145184222 0.00080417995754329034 -0.00051945098727479173 -0.00072354265799011127 -3.8092746854792617e-05 0.0012271987899093333 -2.9986766727873829e-05 0.00086249252669113902 -0.00026632584581220211 -0.00088162736734125893
leaf_weight=0.0014053985233128943 0.0013625647384635222 0.0010864646230965827 0.0010430833074531734 0.0018598751949143637 0.0011451696683112403 0.001185406566451718 0.0018183406373974966 0.0010174313927193692 0.0018286245609357979 0.0011778542647160597 0.001161370855828181 0.0017320089799567617 0.0011428637389863756 0.001458397948094243 0.0013878407814486007 0.001091061600479724 0.0017354826551557734 0.0010526261791912184 0.0018588971048989419 0.0012436560952180931 0.001310888628127227 0.0015782851787322083 0.0012018501415769212 0.0011393955241913931 0.0015538201832936034 0.0011393312483676254
leaf_count=592 332 97 103 77 64 76 39 52 151 112 102 176 146 284 111 171 235 80 175 172 84 61 48 32 318 20
internal_value=0 1.34187e-05 4.58439e-05 7.32442e-05 4.42961e-05 1.46807e-05 4.45062e-05 8.43133e-05 0.000119299 3.12841e-05 0.000528098 0.000294238 9.28034e-05 0.000229024 0.000318135 0.000194379 6.86481e-05 -0.000100328 -0.000269047 -0.000142146 -8.24977e-06 0.00016183 0.000683719 -8.71482e-05 0.000211234 -0.000430329
internal_weight=0 0.0353126 0.03395 0.0328636 0.0318205 0.0306753 0.0294899 0.0276716 0.0266541 0.0219321 0.004722 0.00356063 0.0207543 0.0131374 0.011679 0.00981912 0.00843128 0.0066958 0.00564317 0.00761688 0.00647401 0.00523036 0.00278014 0.00455211 0.00269322 0.00245022
internal_count=3910 3318 2986 2889 2786 2722 2646 2607 2555 2126 429 327 2014 1483 1199 1122 1011 776 696 531 385 213 109 525 350 104
is_linear=0
shrinkage=0.00148603


Tree=1647
num_leaves=16
num_cat=0
split_feature=453 4 160 133 14 39 12 3 43 52 3 4 1 4 0
split_gain=7.04205e-05 0.000160363 9.08984e-05 0.000159687 8.70162e-05 8.42477e-05 0.000115435 0.000200403 0.000103877 0.000292632 0.000155178 0.000154252 0.000131288 0.000108672 0.00010814
threshold=1.0000000180025095e-35 0.28937500000000005 -0.092169999999999988 -0.09590499999999999 -0.41608999999999996 0.096625000000000016 0.10595000000000002 0.13772500000000001 -0.074254999999999988 -0.087094999999999992 -0.078669999999999976 -0.0017649999999999999 0.094695000000000015 -0.084009999999999987 -0.083424999999999985
decision_type=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 10 -10 13 14 -13 -5 -11
right_child=-2 4 3 5 -6 -7 -8 -9 9 11 -12 12 -14 -15 -16
leaf_value=-0.0011235726214939956 -0.0010152194109638497 0.00021718812501905438 -0.0015053829779530757 0.00080279773018936032 0.0018434475199782066 -0.00098826265247428549 -0.00090810121967332816 0.001998283767295194 -0.0018538436436155016 0.001997456895848496 0.0016408694752378349 -0.0013456005966036091 0.00054885813152847826 -0.00093266722109751517 0.00025067652785340413
leaf_weight=0.0012730877628263837 0.0010677389221105385 0.0010063543997347879 0.0010636117349581151 0.0013060670691674714 0.0011559036522904948 0.0010321701061466468 0.0013385481949856589 0.0010867056668464334 0.001312270607263675 0.0010605099003685595 0.0016205260662251206 0.0012207156810790628 0.0011727888514503348 0.0010760211768471167 0.0012776603988987612
leaf_count=501 99 98 417 165 306 91 202 86 261 275 221 143 46 558 441
internal_value=0 5.35905e-05 -8.74097e-05 3.14241e-06 0.00108656 0.000121958 0.00021384 0.000348731 0.000170304 -0.000164304 0.000675561 0.000304269 -0.000417338 1.8865e-05 0.00104295
internal_weight=0 0.0180029 0.0158407 0.0145676 0.00216226 0.013504 0.0124718 0.0111333 0.0100466 0.00604395 0.00400261 0.00473167 0.0023935 0.00238209 0.00233817
internal_count=3910 3811 3407 2906 404 2489 2398 2196 2110 1166 944 905 189 723 716
is_linear=0
shrinkage=0.00404364


Tree=1648
num_leaves=14
num_cat=0
split_feature=11 3 2 3 133 13 3 47 48 15 1 1 15
split_gain=7.53042e-05 0.000120473 0.000128937 0.000126648 0.000122162 0.000236174 0.000107912 0.00011033 0.000195216 0.000119505 0.000225906 0.000318873 0.000166886
threshold=0.087830000000000005 -0.12008499999999998 0.10571000000000001 -0.078884999999999997 0.083815000000000014 0.0015650000000000002 -0.074234999999999982 0.09252500000000001 0.086870000000000017 1.0000000180025095e-35 0.094165000000000013 0.11183500000000002 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -5 9 -9 10 12 -12 -8
right_child=-2 3 -4 6 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=0.00011174975648769012 -0.0014437177249950913 -0.0036486651274501391 0.0026872093327439065 0.0017231142304084009 0.00036919472651875183 5.8798218004034542e-07 -0.0014500901073742445 -0.0024002592845635698 0.0007598431131911785 -0.00093821716447340796 0.0035511580963170719 4.0417629022498418e-05 0.00084782637882373549
leaf_weight=0.001332978719211785 0.0010225504249136977 0.0010566165667203675 0.0010134519704809719 0.0011743738060212136 0.0011542768139490983 0.0010444940698749183 0.0018547015907054154 0.0013586212003960105 0.0010089365641351156 0.0018935952061547301 0.0014535657103688093 0.0016204981008460725 0.0018898438784598105
leaf_count=205 157 830 77 315 717 180 300 93 113 333 179 299 112
internal_value=0 7.48504e-05 0.00122412 -9.90225e-05 -0.00105317 -0.00183457 0.000154452 -1.18143e-05 -0.00105358 0.000271287 0.000607179 0.00170047 -0.000290349
internal_weight=0 0.017856 0.00234643 0.0155095 0.00325539 0.00210111 0.0122541 0.0110798 0.00236756 0.0087122 0.00681861 0.00307406 0.00374455
internal_count=3910 3753 282 3471 1727 1010 1744 1429 206 1223 890 478 412
is_linear=0
shrinkage=0.0054422


Tree=1649
num_leaves=26
num_cat=0
split_feature=1213 14 9 45 3 48 2 484 128 457 0 0 49 49 42 49 4 43 52 0 12 52 4 1 4
split_gain=0.000391568 0.000377056 0.000336645 0.000368004 0.000403794 0.000377122 0.000423277 0.000490463 0.000446988 0.000431824 0.000468665 0.00037853 0.000324555 0.000250169 0.000527154 0.000418284 0.000375251 0.00046073 0.000465414 0.000425555 0.000461983 0.000443164 0.000334871 0.000569859 0.000208846
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.093765000000000015 0.24227500000000002 0.12649500000000002 0.11542500000000001 -0.0043499999999999988 0.086435000000000012 -0.068769999999999984 -0.23029999999999998 -0.09601999999999998 -0.04682999999999999 -0.14917999999999998 0.10138000000000001 -0.086904999999999996 -0.49837999999999999 0.14198000000000002 0.10599500000000002 -0.077944999999999987 0.088375000000000023 -0.27466499999999994 -1.0000000180025095e-35 0.076710000000000014 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 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 9 -9 12 -8 -11 -12 15 -15 -17 18 19 20 22 -21 23 -18 -23
right_child=1 -3 3 -5 -6 -7 11 8 -10 10 13 -13 -14 14 -16 16 17 -19 -20 21 -22 24 -24 -25 -26
leaf_value=-0.00071500420681935883 0.00080613742339268708 -0.00067224510905985395 -0.00084940141617279377 -0.00072406869455244227 0.0007932093129814446 -0.00063470219459026372 0.00096728487813139453 -0.00073196104317841651 -0.00084782781987281103 0.00024481378237653717 0.00066236725050355884 4.8862919286874238e-05 0.0012965625429921016 -0.00078794861857354992 -0.00086581260983419539 -0.00050697018879934327 -0.00015000172743302885 0.00092618801778428044 -0.00066637176903773 -5.1940153490579405e-05 -0.0007680307492845572 0.00053129197186074545 -0.00029577696418166618 0.0010111043574340601 0.0012696341637712337
leaf_weight=0.0014853938827096838 0.0011135395860447641 0.0014837120403601292 0.0012871206757903699 0.0012432235345301015 0.0013806781610392607 0.001637705428374713 0.0017713416307114926 0.0012181089170870676 0.0010673203717106164 0.0012758122858755883 0.001238426370251843 0.0017486947651103859 0.0010478733458221144 0.0010295118114918003 0.0012493909667789229 0.0016122473773965825 0.0016462251706439888 0.0015512270885875987 0.0013289085411556387 0.0016676968034481376 0.0013018592638539828 0.0017707938899604869 0.0019577936490567938 0.0016693470643431851 0.0013047010394094194
leaf_count=592 126 112 485 43 145 94 81 126 147 30 43 251 29 52 206 114 235 102 240 101 226 69 107 74 80
internal_value=0 1.88088e-05 4.88598e-05 2.33112e-05 5.25643e-05 1.89065e-05 5.61457e-05 -7.33269e-06 3.79459e-05 7.92842e-05 0.000124924 0.000511028 0.000719103 5.349e-05 1.18061e-05 7.69171e-05 0.000133232 0.000205927 0.000117586 0.000209631 -2.09865e-05 0.000529323 0.00016344 0.0004346 0.000844515
internal_weight=0 0.0356033 0.0341195 0.033006 0.0317628 0.0303821 0.0287444 0.0252244 0.0239372 0.0228699 0.0216518 0.00352004 0.00232369 0.0193281 0.0180897 0.0168403 0.0158108 0.0141986 0.0126473 0.0113184 0.00657523 0.00474319 0.00527337 0.00331557 0.00307549
internal_count=3910 3318 3206 3080 3037 2892 2798 2466 1981 1834 1708 332 59 1649 1606 1400 1348 1234 1132 892 642 250 416 309 149
is_linear=0
shrinkage=0.00140032


Tree=1650
num_leaves=15
num_cat=0
split_feature=124 4 0 1 159 160 49 4 50 3 2 12 12 43
split_gain=8.50153e-05 0.00012469 0.000164299 0.000142639 0.000122429 0.000141723 0.000117249 0.000285284 0.000150124 0.000205247 0.00024765 0.000104456 8.23894e-05 8.12989e-05
threshold=0.08919500000000001 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 -0.045004999999999996 0.022820000000000003 0.088160000000000002 0.090325000000000003 1.0000000180025095e-35 0.086865000000000012 0.091555000000000011 -0.049504999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 -5 7 -7 9 10 13 -3 -13 -8
right_child=-2 2 -4 4 -6 6 8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0017248432815095305 0.0014161434519157352 -0.0020300180152346644 0.0015273752332687907 -0.0013107635106448712 0.0014896806619056743 -0.00051807615231502021 0.00015137635476611118 0.0028261454694331598 0.0014901461513081588 -0.0021681616685942959 0.0021434511378452719 0.0006973430906252212 -0.0012804490900562679 -0.0018463234600065365
leaf_weight=0.0011018216306154368 0.0010054229964291386 0.001497566144342947 0.0016506979864648321 0.001882649489839767 0.0014628253879043216 0.0013279573236836279 0.0010055320199901952 0.0012534525609677605 0.0010854376843092428 0.0014287424293388112 0.0010340974651642416 0.0010588998043411374 0.0010708669922748493 0.0010555149487504988
leaf_count=173 76 700 163 307 302 136 128 79 294 109 141 534 639 129
internal_value=0 -8.63225e-05 2.10483e-05 -0.00014293 0.000130505 -6.68699e-05 0.00021904 0.00110577 -0.000189034 -0.000591928 0.000135674 -0.00101255 -0.00029711 -0.000871697
internal_weight=0 0.0179161 0.0168142 0.0151635 0.0115362 0.0100734 0.00819073 0.00258141 0.00560932 0.00452389 0.00309514 0.00362733 0.00212977 0.00206105
internal_count=3910 3834 3661 3498 1625 1323 1016 215 801 507 398 1873 1173 257
is_linear=0
shrinkage=0.00502775


Tree=1651
num_leaves=14
num_cat=0
split_feature=41 2 13 12 0 3 13 42 15 48 160 13 0
split_gain=7.72661e-05 9.84303e-05 7.87325e-05 0.000141941 0.000139252 0.000568424 0.000115945 0.000125692 0.00017834 0.000234708 0.000133048 0.000103075 0.00012315
threshold=0.078535000000000008 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -0.053834999999999994 -0.10315499999999998 -0.077944999999999987 0.085465000000000013 1.0000000180025095e-35 0.086215000000000014 -1.0000000180025095e-35 -0.49820499999999995 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 6 -6 -5 8 9 10 -8 -3 -13
right_child=-2 2 3 4 5 -7 7 -9 -10 -11 -12 12 -14
leaf_value=0.0016039579669358893 -0.0013807638907854737 -0.00074211938746782276 0.0011399018673417625 -0.0018311151304597013 0.0008741306691012001 -0.0047128278982357073 0.00030965181467162555 0.001590416524817501 -0.0017101123409550142 -0.0011621376848977619 0.0027716406750778575 0.00019820380219883011 0.0025907288204316775
leaf_weight=0.001175427950327052 0.001137718776766077 0.0010685795560390898 0.0019111086643304508 0.0010775872065088348 0.0011699565863059758 0.0010006500866960389 0.001516442431189681 0.0013381553770811065 0.0017704192514459288 0.0018447937895801104 0.0011379522705469028 0.0014247872233311837 0.0011526975703340615
leaf_count=242 195 69 255 902 152 239 136 414 629 182 200 224 71
internal_value=0 8.26338e-05 -2.63159e-05 -0.000227745 -0.000468509 -0.00170146 -0.000160376 7.62732e-05 -0.000246898 0.000328873 0.00136512 0.000679009 0.00126818
internal_weight=0 0.0175886 0.0164131 0.0127671 0.010856 0.00217061 0.00868535 0.00760776 0.00626961 0.00449919 0.00265439 0.00364606 0.00257748
internal_count=3910 3715 3473 3109 2854 391 2463 1561 1147 518 336 364 295
is_linear=0
shrinkage=0.0054422


Tree=1652
num_leaves=15
num_cat=0
split_feature=11 3 3 133 3 47 48 4 2 48 3 16 43 1
split_gain=7.26082e-05 0.000109809 9.88192e-05 0.000125588 7.65054e-05 9.543e-05 0.000167732 0.000109805 0.000165712 0.000140146 0.000100668 8.23207e-05 4.61136e-05 4.03582e-05
threshold=0.08184000000000001 -0.12008499999999998 -0.078884999999999997 0.083815000000000014 -0.074234999999999982 0.09252500000000001 0.086870000000000017 0.0057500000000000008 0.11230000000000001 0.086215000000000014 0.076695000000000013 -0.029944999999999996 -0.028814999999999997 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -4 7 -7 9 10 11 -9 -6 -1 -13
right_child=-2 2 4 -5 5 6 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.0020734269139484635 -0.0012636920010338322 -0.0017493314215283645 0.0014869890877533514 0.00049960025761684377 0.0014777479230587756 -0.0022428973283465997 0.00070677023316723835 0.00066826275292428551 -0.00026040082917499861 -0.0020320271442353893 0.0029775366105596049 0.00032997004595611816 0.00044786446761111077 -0.001141018007517873
leaf_weight=0.0010363556674130026 0.0012671569106616201 0.0020147053686884525 0.0011488440754248977 0.0011582323807851 0.001060677035833118 0.0013199978541713281 0.0010062315754872375 0.0010393535813798954 0.0019392739609014088 0.0010769612203464542 0.0012100014997100048 0.0011678146727154585 0.0010310890364595695 0.0010482800966077344
leaf_count=121 224 1008 315 717 175 93 113 193 244 215 95 100 98 199
internal_value=0 8.60113e-05 -7.41409e-05 -0.000928393 0.000151406 1.02302e-05 -0.000966992 0.000276344 0.000905403 -0.000328859 0.0019105 0.000230913 0.00126272 -0.000365852
internal_weight=0 0.0172578 0.0151904 0.00317294 0.0120174 0.0108686 0.00232623 0.00854236 0.00418863 0.00435373 0.00224936 0.00327677 0.00206744 0.00221609
internal_count=3910 3686 3467 1725 1742 1427 206 1221 532 689 288 474 219 299
is_linear=0
shrinkage=0.0054422


Tree=1653
num_leaves=27
num_cat=0
split_feature=14 1213 160 52 157 159 1 376 48 130 0 52 1 13 1 1 47 47 52 12 16 1 0 4 3 12
split_gain=0.000488548 0.000440463 0.00036717 0.000371022 0.000383099 0.00060962 0.000378489 0.000329721 0.000411487 0.000445194 0.000382668 0.000385358 0.000342147 0.000285109 0.000277185 0.000293984 0.00024549 0.00021361 0.000238062 0.000271214 0.00068466 0.000201044 0.000161222 0.000131439 0.000117598 6.65013e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26821999999999996 -0.42985499999999993 -0.073574999999999988 0.10856 0.090540000000000023 0.11605500000000001 0.12862000000000004 -0.0015749999999999998 -0.077944999999999987 0.11262000000000001 0.10113500000000002 -0.083514999999999992 0.077800000000000022 0.089455000000000021 0.08801500000000001 0.094160000000000008 0.096170000000000019 0.092150000000000024 0.041215000000000009 0.094695000000000015 -0.089879999999999974 0.15045000000000003 0.10420500000000001 0.098845000000000016
decision_type=2 2 2 2 2 2 2 2 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 7 -5 8 9 -6 12 17 13 22 -15 -16 23 18 19 20 -12 -17 -11 -14 -18 -21
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 11 -13 16 14 15 21 24 -19 -20 25 -22 -23 -24 -25 -26 -27
leaf_value=-0.00084131928779193187 -0.00091207772630020744 -0.00085828892297137123 -0.00081957261956795929 3.3718156264541174e-05 -0.00054353071963008314 -0.0010624872795167454 0.0012237849997038485 -0.00070772257147164695 -0.00062378281071186084 1.0014722606222311e-05 0.00097938079609258591 -0.00034967491858210503 0.0010842258197520196 -0.00095548217767215705 0.0003165635099588795 -0.0010044632716339425 0.00035156657105833163 0.0012180207145516164 0.0012058229419620765 0.0010560766409515492 -0.00068500190068577756 -5.8592058555439839e-05 0.00075095074434689652 0.00043454786330025498 -0.000386426380776218 0.00050127403635982207
leaf_weight=0.0013939738021957878 0.0014350952389520213 0.0010368658341795558 0.0010647773915956329 0.0011775273956018536 0.0018116213186325216 0.00111841076502353 0.00139626990663555 0.0011455085825709524 0.0015763523201464116 0.0019060329049181146 0.0010269445057391417 0.0010412242323840637 0.0011836685526401816 0.001230245992317535 0.0019471745733923296 0.0010328247884725528 0.0010578953821122894 0.0013224400824896065 0.0010053347584424444 0.0010556326643547109 0.0013909713148652081 0.0011191739324760697 0.0011112224610002573 0.0020056186918892271 0.0010077967745587557 0.0010110366418200067
leaf_count=578 126 279 337 210 231 164 118 30 74 184 154 113 76 321 96 66 36 37 43 102 67 39 130 169 28 102
internal_value=0 9.29781e-06 4.66056e-05 7.71222e-05 0.00010929 5.51663e-05 0.000679322 0.000103264 0.000140658 0.00019245 0.000254594 0.000526322 9.76985e-05 -9.68675e-05 -0.000311869 -0.000118708 0.000406735 0.000660212 0.000525844 0.00037341 2.18997e-05 -0.000512551 0.000282893 0.000675669 -8.48074e-06 0.000784661
internal_weight=0 0.0331765 0.0317826 0.0307457 0.0296809 0.0271071 0.0025738 0.0259887 0.0248432 0.0232669 0.0214552 0.00785358 0.0136017 0.00834667 0.00532942 0.00409917 0.00525498 0.00681236 0.00548992 0.00448459 0.00241792 0.002152 0.00301726 0.00318929 0.00206569 0.00206667
internal_count=3910 3784 3206 2927 2590 2262 328 2098 2068 1994 1763 618 1145 836 522 201 309 505 468 425 221 105 314 245 64 204
is_linear=0
shrinkage=0.00154607


Tree=1654
num_leaves=27
num_cat=0
split_feature=14 9 52 1213 45 3 48 133 484 474 484 2 48 3 3 3 457 1 52 52 42 150 3 43 48 13
split_gain=0.000477022 0.000513831 0.000388742 0.000395183 0.000321325 0.000400929 0.000326021 0.000417418 0.000371092 0.000402741 0.000464586 0.000450217 0.000514049 0.00031478 0.0006811 0.0004927 0.00029068 0.000371238 0.000506968 0.000422465 0.000480732 0.000383339 0.000208865 0.000161983 0.000193781 0.000126285
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.093765000000000015 0.24227500000000002 0.12649500000000002 0.10681500000000001 -0.0043499999999999988 0.084835000000000008 0.091130000000000017 0.086650000000000019 0.085265000000000021 -0.074234999999999982 0.0066850000000000008 -0.078884999999999997 -0.079274999999999984 0.10386500000000001 0.11401500000000002 0.09716000000000001 -1.0000000180025095e-35 0.08882000000000001 -0.10315499999999998 -0.013049999999999997 0.08346000000000002 -0.094129999999999978
decision_type=2 2 2 2 2 2 2 2 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 -5 10 11 12 13 15 -15 22 -13 18 19 20 -18 23 -10 24 -22 -25
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 -12 16 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 25 -26 -27
leaf_value=0.0010847680753113839 -0.00092737265468404188 -0.00098427051991110026 -0.00083091840483584187 -0.00062622462739577638 -0.00080600805341928829 0.00094790226395756764 -0.0006976501802536761 -0.00077351443450579451 0.00039221351816293919 0.00097247366812956476 -0.00090924656955403951 -0.00039330867770074446 -0.0011840076928200632 -0.0014478246026567569 0.00019927670748977807 0.001084695489802859 -0.0006155979511971709 0.0010800502069420097 -0.00065305293579378393 0.0012599492320194347 0.0005973302358224876 -0.00026326928087903162 -0.00045437829507677851 0.00078599133034226905 0.0015477332216345316 -3.2293395823806392e-06
leaf_weight=0.0011185666782292511 0.0014565818648069042 0.0010553509854660239 0.0013895885951395312 0.0015896938630907678 0.001103384526878414 0.0013102385051972356 0.0014782723658930399 0.0014092480509380464 0.0013954156051132482 0.0015382240404231409 0.001076799371989178 0.001187319242146879 0.0010243620241383589 0.0010074497047229403 0.0018285808924112246 0.0014126293776648424 0.0012416204460786199 0.0019612536259129574 0.0012280330989351005 0.001400016123243697 0.0012443935082089306 0.0013390927464143054 0.0016403669661158998 0.0010720593349535772 0.0010020537442283484 0.0010272150136625396
leaf_count=126 126 345 570 417 42 145 88 412 54 168 128 54 76 90 30 42 178 166 138 49 45 72 245 26 23 55
internal_value=0 1.26056e-05 -2.37776e-05 7.99123e-06 4.619e-05 7.81575e-05 3.76092e-05 7.8431e-05 0.000126043 0.000176658 0.000121238 0.000174047 -0.000117086 3.29482e-05 -0.000385827 0.000299933 0.000364472 0.000442602 0.000311753 0.000454048 0.000291154 0.000489197 -6.52373e-05 0.000721063 0.00102127 0.000399811
internal_weight=0 0.0340812 0.0329627 0.0319073 0.0305177 0.0294143 0.0281041 0.0266258 0.0252166 0.0236269 0.0220887 0.0210119 0.0083088 0.00728444 0.00283603 0.00444841 0.0127031 0.0115157 0.00955448 0.00832645 0.00692643 0.00568481 0.00303578 0.00434572 0.00224645 0.00209927
internal_count=3910 3784 3658 3313 2743 2701 2556 2468 2056 1639 1471 1343 537 461 120 341 806 752 586 448 399 221 299 149 68 81
is_linear=0
shrinkage=0.00160853


Tree=1655
num_leaves=15
num_cat=0
split_feature=124 4 0 1 47 13 4 1 48 16 160 1 3 43
split_gain=7.85011e-05 0.000114016 0.000124666 0.000112246 0.000110307 0.000205682 0.000145378 0.000227423 0.000119701 0.000117592 0.000117677 0.000110687 9.30849e-05 7.95976e-05
threshold=0.0049200000000000008 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.09252500000000001 -0.057284999999999996 0.0057500000000000008 0.10723500000000001 0.085790000000000019 -0.088144999999999987 -0.0098349999999999983 0.11235500000000002 -0.084129999999999996 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 6 -6 8 -8 9 -5 -11 -9 -3 -14
right_child=-2 2 -4 4 5 -7 7 11 -10 10 -12 -13 13 -15
leaf_value=-0.0020175723094160197 0.0016351615616384007 -0.0023489156326508033 0.0016337359209032936 0.0018757368192201544 0.00077953592100875042 -0.0026156985173836763 0.0029464047942220749 -0.0014564672578389038 -0.002184671406552072 0.00087080825733716757 -0.0020443903788886276 0.0010678347325200331 0.00082316856854449923 -0.0014821068334268132
leaf_weight=0.0010984347081087883 0.0010302293343070748 0.0013752857592675884 0.0016250205097247386 0.0010818950932849356 0.0013209113082286589 0.0013604972091750831 0.0017772244905007728 0.0010277492461853166 0.0010122464035959011 0.0010203376604545908 0.0010609501902266432 0.0017869166780630497 0.0011295464816109737 0.0011209180742568778
leaf_count=173 91 814 163 112 165 138 131 48 178 184 380 279 335 719
internal_value=0 -0.000104905 2.09034e-05 -0.000152959 0.000144659 -0.000943143 0.000477354 0.00122992 -0.000350276 0.000236747 -0.000615233 0.000146109 -0.00109272 -0.00032505
internal_weight=0 0.0177979 0.0166995 0.0150745 0.0114487 0.00268141 0.00876732 0.00459189 0.00417543 0.00316318 0.00208129 0.00281467 0.00362575 0.00225046
internal_count=3910 3819 3646 3483 1615 303 1312 458 854 676 564 327 1868 1054
is_linear=0
shrinkage=0.0061288


Tree=1656
num_leaves=28
num_cat=0
split_feature=14 1429 1213 160 1374 1456 11 13 1374 1 0 150 13 40 16 42 42 52 16 0 43 13 3 0 43 2 131
split_gain=0.000543029 0.000515283 0.000522077 0.000407355 0.000333015 0.000336553 0.000417521 0.000385013 0.000400442 0.000380824 0.000540535 0.000390283 0.000363983 0.000367773 0.000629992 0.000358823 0.000443037 0.000296564 0.000365331 0.000284304 0.000291821 0.000280947 0.000270296 0.000266302 0.000312352 0.000200622 0.000131632
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 -0.52445999999999982 0.085820000000000021 1.0000000180025095e-35 -0.084074999999999997 0.077110000000000012 -0.0016149999999999999 0.0034800000000000005 0.10994000000000002 0.091955000000000023 -1.0000000180025095e-35 0.071660000000000015 -0.057604999999999996 0.13167000000000004 -0.083899999999999988 -0.10023999999999998 0.090325000000000003 -0.13027499999999997 -0.053009999999999995 0.097575000000000009 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 21 12 23 14 17 16 -12 18 22 20 -18 -9 -14 -11 26 -13 -25
right_child=-2 2 3 4 5 6 -8 8 -10 11 15 25 13 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.0011359221242809572 -0.0010028047720397363 -0.00090286667890466621 -0.00092783719493314356 -0.00064245039508792194 -0.00067977347603273986 -0.00055483390237844781 -0.00059100466541070072 6.6560669123612556e-05 -0.0007100458565861466 0.0014714659435944785 -0.00018881804429427541 0.00069190840425435653 6.1360535917038728e-05 0.0010901572898173999 -0.0011628546839521068 -0.00051909509515537795 0.0011073354318247752 0.00088073878270197132 0.00058745331352785292 0.0015436539126512056 8.7381180379500693e-05 -0.00096144302813121522 -0.0009898272780260709 0.00053236751314390547 1.4266150320576008e-05 0.0016354433600035783 0.0013050498132699906
leaf_weight=0.0010114051712773455 0.0014574762477645989 0.0014768738969064268 0.0010187918267352261 0.0014516920669187519 0.0012297330368879747 0.0015370248809767296 0.0017109966782342658 0.0012635573360341157 0.0010367833438751353 0.0010113116185736992 0.0018018878983091513 0.0014622723517262451 0.0016711458903037463 0.0010002026884592397 0.0010240433730430709 0.0011354660428130603 0.0013560292003855778 0.0014328841529902547 0.0018642109410809179 0.0010089983378369638 0.0017039876096212082 0.0016503178608905933 0.0010866208461219884 0.0011750646711442547 0.0017852644503048611 0.0010366999255913556 0.001199145559938164
leaf_count=180 126 578 243 66 252 52 94 42 80 70 258 122 63 13 88 172 52 41 87 22 61 499 40 171 254 138 46
internal_value=0 1.86613e-05 5.19012e-05 9.38001e-05 0.000125693 0.000161452 0.000195988 0.000243665 0.000289622 0.000329999 7.8203e-05 0.000488606 0.000376438 0.000158888 2.73058e-05 0.000325186 0.000488475 0.000228595 2.64199e-05 0.000788402 0.000539368 -0.000515665 -0.000352831 0.00071635 0.000532755 0.00108333 0.000922627
internal_weight=0 0.0361424 0.035131 0.0336541 0.0326353 0.0311836 0.0299539 0.0282429 0.0267059 0.0256691 0.00992024 0.0157489 0.0132499 0.00807911 0.00707891 0.00700637 0.0058709 0.00605486 0.00462198 0.00406902 0.00306002 0.00291388 0.00275777 0.00517079 0.00415947 0.00249897 0.00237421
internal_count=3910 3784 3604 3026 2783 2717 2465 2371 2319 2239 1106 1133 873 332 319 565 393 231 190 135 113 541 103 541 471 260 217
is_linear=0
shrinkage=0.0016407


Tree=1657
num_leaves=26
num_cat=0
split_feature=14 9 1456 1213 11 3 15 3 124 453 0 13 39 131 52 157 160 50 2 4 2 15 2 2 151
split_gain=0.000590722 0.000358277 0.0003233 0.000290987 0.000298561 0.000379109 0.000281102 0.000277701 0.000281476 0.000298797 0.000312924 0.000401875 0.00104201 0.000295004 0.000323247 0.000292147 0.000493622 0.000343715 0.000315814 0.000532551 0.000420332 0.000230328 0.000294748 0.000164841 0.000156528
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -1.0000000180025095e-35 0.30601500000000009 -0.061329999999999989 1.0000000180025095e-35 -0.053834999999999994 -0.087159999999999987 0.15188500000000002 0.097135000000000013 -0.11051499999999999 -0.07637999999999999 -1.0000000180025095e-35 0.09481500000000001 0.083585000000000007 0.22584000000000001 0.11203000000000002 0.085120000000000015 0.086915000000000006 0.10869000000000002 -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
left_child=1 -1 -3 -4 5 6 -5 8 -7 10 13 -12 -13 14 -10 -16 -17 18 19 -18 21 22 -20 -8 -24
right_child=-2 2 3 4 -6 7 23 -9 9 -11 11 12 -14 -15 15 16 17 -19 20 -21 -22 -23 24 -25 -26
leaf_value=0.00086571059702543766 -0.00095430056379788093 -0.00073590299297334426 -0.00069381080719122825 0.0011912474049471282 -0.00061171154312933819 0.00055562526718270372 -0.00012867623734828077 0.00076465465947968367 -0.00073082599823868664 -0.00081123142962311555 0.00018384466760936732 -0.0014694935629663288 0.00045062844201540915 0.0007666142501169109 0.00084538301803754922 -0.00070235461596736325 -0.0011692206046590038 0.00097317641235839707 -0.00042554545020775692 0.00025395752519845528 -0.00065955593724785651 0.0008849005604688703 0.00010336236973765479 0.00069689379028745047 0.00079702178210275048
leaf_weight=0.0010633881807588777 0.0014435092712121724 0.0013033217646021824 0.001207403047025545 0.0010616526397277948 0.0014240530025269029 0.0017641609734897193 0.001145066788982514 0.0010590716324518626 0.0011645290931784286 0.001114364704978942 0.0017457343819557991 0.0016315153298140485 0.0010107869774067524 0.0012706362434806709 0.0010311914743385006 0.0017707905804408295 0.0010930794963772694 0.0010052893306804487 0.0011771480126163691 0.0012385017993210568 0.0010067739970396339 0.0014851546453071851 0.0014080437700059205 0.0010009541120723497 0.0014666707463236979
leaf_count=126 126 349 541 91 123 177 82 142 207 67 27 199 24 161 188 403 183 90 88 15 72 244 62 22 101
internal_value=0 1.77613e-05 -1.17196e-05 2.05127e-05 5.1233e-05 8.66562e-05 0.000565802 2.10966e-05 -1.40834e-05 -6.28248e-05 -2.00684e-05 -0.000369429 -0.00073497 8.13356e-05 1.84534e-05 8.72528e-05 2.01558e-05 0.000149643 5.63631e-05 -0.000413249 0.000223688 0.000384285 0.000200791 0.000256389 0.000457265
internal_weight=0 0.0316493 0.0305859 0.0292826 0.0280752 0.0266511 0.00320767 0.0234434 0.0223844 0.0206202 0.0195058 0.00438804 0.0026423 0.0151178 0.0138472 0.0126826 0.0116515 0.00988066 0.00887537 0.00233158 0.00654379 0.00553702 0.00405186 0.00214602 0.00287471
internal_count=3910 3784 3658 3309 2768 2645 195 2450 2308 2131 2064 250 223 1814 1653 1446 1258 855 765 198 567 495 251 104 163
is_linear=0
shrinkage=0.00148603


Tree=1658
num_leaves=15
num_cat=0
split_feature=1 0 52 0 12 4 3 3 12 15 15 48 1 13
split_gain=7.62557e-05 0.000113985 0.000111756 0.0001429 0.000205924 0.000176611 0.000187289 0.000149976 0.000146841 0.00019956 0.000183937 0.000152299 0.000101866 9.09885e-05
threshold=0.12730000000000002 -0.071924999999999989 0.11588000000000002 -0.077944999999999987 0.088590000000000016 -0.49837999999999999 -0.040669999999999991 -0.100615 0.086765000000000023 0.024640000000000006 -0.0071449999999999994 0.082070000000000018 0.09832500000000001 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -5 7 -7 9 10 11 -1 -13 -6
right_child=1 -3 -4 5 13 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0016814417232852694 0.0024730127468690364 -7.3800750948709024e-05 -0.0014795689441912546 -0.0012382966358334526 -0.00082125920411455367 0.0017501206380676638 0.0036370121741546271 -0.0010944630630583272 0.0021434852238817921 -0.0025621384550198402 0.0023456807177146179 -0.00037782974405232631 0.0019459056004144971 -0.0033056871034085784
leaf_weight=0.0017827886468234 0.001011632556278147 0.0015353484690078271 0.0019555894288113751 0.0010863627276356258 0.001033956248097323 0.0016767252896824347 0.0010030447634703519 0.0010434387946904045 0.0010114960767895337 0.0010972208127144195 0.001099308596517413 0.0016777967297295707 0.0010735163440936946 0.001012452915856589
leaf_count=389 152 193 564 158 80 172 142 473 302 360 77 172 101 575
internal_value=0 0.000937765 -0.000157138 2.00178e-05 -0.000388525 0.000851492 0.00146125 0.000658955 5.07492e-05 -0.000263752 0.000183905 -0.000340225 0.000528853 -0.00205042
internal_weight=0 0.00254698 0.0165537 0.0145981 0.00978854 0.00480957 0.00372321 0.00272016 0.00774213 0.00673063 0.00563341 0.0045341 0.00275131 0.00204641
internal_count=3910 345 3565 3001 2056 945 787 645 1401 1099 739 662 273 655
is_linear=0
shrinkage=0.00589082


Tree=1659
num_leaves=26
num_cat=0
split_feature=14 1429 4 51 51 12 376 483 42 3 47 52 0 50 1374 159 1 0 457 0 42 4 151 1 15
split_gain=0.000493787 0.000476452 0.000503698 0.000315772 0.000498626 0.000346041 0.000276064 0.000383017 0.000317287 0.000348527 0.000333069 0.000360751 0.000541106 0.000320436 0.000268924 0.000283673 0.000263297 0.000236623 0.000282736 0.000321495 0.000328724 0.000188819 0.000313664 0.000435527 0.000187127
threshold=0.077685000000000018 -1.0000000180025095e-35 0.50657000000000008 -0.40274499999999996 -0.09021499999999999 0.051320000000000005 0.048375000000000008 0.088030000000000011 -1.0000000180025095e-35 -0.15464999999999998 0.11566000000000001 0.10218500000000001 -0.088084999999999983 0.082310000000000008 -0.094679999999999986 0.09141500000000001 0.089605000000000018 -0.040094999999999992 -0.079274999999999984 -0.23029999999999998 0.088235000000000022 -0.029114999999999999 -0.016164999999999995 0.095575000000000007 0.091195000000000012
decision_type=2 2 2 2 2 2 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 16 -10 11 13 -13 14 -11 17 -6 18 -16 -20 21 -21 -23 -24 -22
right_child=-2 2 -4 4 6 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 -18 -19 19 20 24 22 23 -25 -26
leaf_value=-0.0010133671264520184 -0.00093241493592774709 -0.00081218353727476663 0.0011010814791081187 0.0010935799674321608 -0.00092972348848372941 1.1028245792697812e-05 0.00058334302135103666 -0.00095994435152895721 0.00066722164832220285 -0.00054875109296660229 -0.00074436890164245506 6.2715991873155792e-05 -0.0013790365236562878 -0.00069879479795809292 -0.00051420535060429137 -0.00048912293223725618 2.1678252406239837e-06 0.00085136635152656393 0.0010196168507057726 0.00050687655342245062 0.00026143458255896201 0.00047235795643785661 -0.0010433863546936914 0.00021358761078628025 0.0011003600358585111
leaf_weight=0.0010368379842052291 0.0013610775178923831 0.0010635687283575548 0.0010568674912335421 0.0017288178374205146 0.0015685657721312965 0.001192766739010559 0.0016913078789533844 0.0010862925239675933 0.0019524084483765114 0.0010777494641764926 0.001400558183660249 0.0016269847017882921 0.001007589135791658 0.0010340830353066663 0.0010763795051939593 0.0011177703274517789 0.001347131244501254 0.0017446801168814622 0.0013503482621564037 0.001201938394377983 0.0013620096511491875 0.0011698290225071782 0.0014902520784146325 0.0011811138265218624 0.0011915473595981441
leaf_count=180 126 127 210 92 721 144 132 248 86 58 73 112 270 233 77 123 128 70 43 118 220 85 111 39 84
internal_value=0 1.79624e-05 5.16731e-05 1.55037e-05 4.52436e-05 0.000651617 -2.11608e-05 -6.20778e-05 -2.127e-05 4.51289e-05 -1.86861e-05 3.8956e-05 -0.00048868 0.000131643 0.000193142 0.000255192 -0.000499164 0.00032589 0.000234425 0.00032449 0.000200927 -2.79241e-05 -0.000195267 -0.00048763 0.000652896
internal_weight=0 0.0327574 0.0317206 0.0306637 0.0296001 0.00292158 0.0266785 0.0249872 0.0239009 0.0209852 0.0190328 0.0176323 0.00263457 0.0149977 0.0139636 0.0128859 0.0029157 0.0117681 0.0100234 0.00894704 0.00759669 0.00504313 0.00384119 0.00267137 0.00255356
internal_count=3910 3784 3604 3394 3267 236 3031 2899 2651 1802 1716 1643 382 1261 1028 970 849 847 777 700 657 353 235 150 304
is_linear=0
shrinkage=0.00154607


Tree=1660
num_leaves=15
num_cat=0
split_feature=484 50 52 133 13 4 4 151 43 0 48 16 4 3
split_gain=8.30289e-05 8.58431e-05 0.000128859 0.000155883 0.000152627 0.00013327 0.000209325 0.000268197 0.000214657 0.000122826 0.000108214 0.000113059 9.25872e-05 0.000155321
threshold=-0.0043499999999999988 0.10030500000000002 0.11401500000000002 -0.090054999999999982 -0.083514999999999992 -0.23071499999999998 -1.0000000180025095e-35 -0.0088999999999999982 -0.07959999999999999 -0.14808999999999997 0.092065000000000022 -0.14879499999999998 0.25367000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 -6 8 -8 -7 -10 11 -5 13 -9
right_child=1 -3 -4 4 5 6 7 12 9 -11 -12 -13 -14 -15
leaf_value=-0.001466080189125131 -0.0020255053349774888 0.0017119844055373643 -0.0015338154849582079 0.0034143038415036316 -0.0018106838093143345 -0.00045207244631093057 -0.0030230657411178309 -0.0022195857922208042 0.00091951856856251069 0.0036773899206563095 -0.00033167179647663976 0.0010080583618248351 0.0016426338104847411 0.00070412459410381224
leaf_weight=0.0012706089746052597 0.0010493149020217004 0.0010677944577687217 0.0017286948688608117 0.0010686831900133531 0.0013082534604041953 0.0015349459418948427 0.0011950435905210832 0.0010157217050018458 0.0010411761687443288 0.0012135910262185412 0.0010305911841239773 0.0018516715436239341 0.0010739688750558349 0.0016627196702359067
leaf_count=612 415 292 377 114 180 451 121 188 52 443 93 364 161 47
internal_value=0 9.24748e-05 -1.06172e-05 0.000164393 0.000328571 -5.7219e-05 0.000205335 -0.000592684 0.00124714 0.0024039 0.00130945 0.00188861 0.000181328 -0.000404608
internal_weight=0 0.0178422 0.0167744 0.0150457 0.0139964 0.0100454 0.00873717 0.00494745 0.00378971 0.00225477 0.00395095 0.00292035 0.00375241 0.00267844
internal_count=3910 3298 3006 2629 2214 1643 1463 517 946 495 571 478 396 235
is_linear=0
shrinkage=0.00589082


Tree=1661
num_leaves=14
num_cat=0
split_feature=1 52 0 16 0 52 42 48 16 42 2 1 0
split_gain=7.34246e-05 0.000175156 0.000128272 0.000123133 0.000169465 0.000111002 0.000108776 0.000126161 0.000121066 9.96715e-05 0.000128115 9.9669e-05 7.95577e-05
threshold=0.10786000000000001 0.11401500000000002 -0.035699999999999989 -0.063614999999999991 -0.15007499999999999 0.091210000000000013 0.086325000000000013 0.086935000000000012 0.064860000000000015 -1.0000000180025095e-35 0.089910000000000004 0.087545000000000026 -0.082604999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 7 8 9 -1 11 -11 -5
right_child=2 -3 -4 12 -6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00049597521973137649 -0.00046400379687354664 -0.0017623028192572273 0.0017309707092935552 0.00011008389693502331 0.0016582117558149028 0.0011565221275264765 -0.001223830913978396 -0.0011268455821073322 -0.0010094795455054899 -0.0004890881641363544 0.0021381440872128002 0.0012735269767175249 -0.0016810417758681886
leaf_weight=0.0012820373776476126 0.001488728212028164 0.0013456428795956621 0.0012008376725940696 0.0010277818358002122 0.0016396575986173112 0.0014405654603708235 0.001756399829107338 0.0015755336922167323 0.0011754811178149097 0.0013294914636179222 0.0012975430641165575 0.0013315497433890044 0.0010292294747124009
leaf_count=640 110 500 178 70 231 247 759 217 283 321 110 81 163
internal_value=0 -0.000210059 0.000389855 7.92781e-05 0.000648297 -2.33717e-05 -0.000197736 2.77783e-05 0.000311307 0.000607562 0.000964956 0.000392901 -0.000786109
internal_weight=0 0.0125342 0.00638623 0.0051854 0.00312839 0.0111886 0.00974804 0.00799164 0.0064161 0.00524062 0.00395858 0.00266104 0.00205701
internal_count=3910 3158 752 574 341 2658 2411 1652 1435 1152 512 402 233
is_linear=0
shrinkage=0.00455379


Tree=1662
num_leaves=27
num_cat=0
split_feature=1429 14 3 1374 1374 1 150 40 16 51 42 0 16 49 1 16 0 42 42 133 48 42 16 4 16 1
split_gain=0.000614571 0.0006408 0.000560102 0.000540044 0.000533336 0.00054926 0.000713058 0.000636107 0.000555128 0.000808181 0.000707977 0.000448444 0.000586864 0.000497518 0.000483267 0.000442206 0.000427997 0.000405465 0.00034516 0.000317735 0.000251423 0.000367792 0.000250235 0.000226932 0.000170677 0.000131626
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 0.086000000000000007 -0.094679999999999986 0.076710000000000014 0.075065000000000007 0.028705000000000001 0.10994000000000002 -0.064959999999999976 0.086635000000000004 -0.15291499999999997 -0.055679999999999993 1.0000000180025095e-35 0.11507500000000002 -0.088504999999999986 -0.084074999999999997 0.091955000000000023 -1.0000000180025095e-35 0.084285000000000013 0.091555000000000011 1.0000000180025095e-35 0.18126 0.022820000000000003 -0.083144999999999983 0.13026000000000001
decision_type=2 2 2 2 2 2 2 2 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 16 7 8 9 -7 -10 13 14 -11 15 -13 19 18 24 -6 21 22 -20 -8 -18 -16
right_child=1 -3 -4 -5 5 6 23 -9 10 11 -12 12 -14 -15 25 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0011631340686128401 -0.00085605812091294929 -0.0010047632859719563 0.00099632437410433587 -0.0010599430527088623 -0.0011564688015814285 0.0012982467932156512 0.00052942030581551805 0.0011634028520699326 -0.0013713238268426931 0.0010173376687265734 0.00024219267798185557 -0.00084975572158929049 -0.00092414417558938505 -0.00018253134473348109 0.00028979004559465913 0.00023326328677252729 0.00010094805994886763 -0.00076754180045813505 0.00091987398432702124 -0.00021171477157018643 0.00098329333769714856 -0.00054766933401463114 4.8858398753948845e-05 0.0013087772534010357 -0.00076846711243660256 0.0010315207007926866
leaf_weight=0.0010745903966897221 0.0014647799112559303 0.0013980560389689192 0.0014712230611112478 0.0010680177416271244 0.0014924703136014973 0.0013453411986084065 0.0019947315932202772 0.0012863789168843223 0.0013913472047240036 0.0019209706349375124 0.0012199845146630972 0.0017380653788554587 0.0018874304354218356 0.0014491967957184215 0.0013001375394523507 0.0018715652030166785 0.0010039769375560469 0.0013311247591313857 0.0015004992208105293 0.0019794714630120697 0.0012116315587427096 0.0011851167316248024 0.00166132391401419 0.0016169968368763832 0.0011672126565469608 0.0010209637848512809
leaf_count=181 62 125 162 100 545 75 160 34 125 51 82 124 248 45 47 240 71 276 24 350 21 177 20 103 370 92
internal_value=0 2.2501e-05 6.17622e-05 2.25996e-05 5.65641e-05 9.76002e-05 0.000256349 0.00011963 3.09747e-05 0.000166083 -0.000617507 2.99457e-05 -0.000173277 0.000501385 6.56831e-05 -0.000288219 -0.000156278 2.05795e-05 0.0001563 -0.000617833 0.000360484 0.000186887 0.000462214 0.000878344 -0.000366442 0.000616049
internal_weight=0 0.037978 0.03658 0.0351087 0.0340407 0.0325759 0.0200431 0.0164314 0.015145 0.0125337 0.00261133 0.0111883 0.00781816 0.00337017 0.00593073 0.00360963 0.0125328 0.00906089 0.00772976 0.00347194 0.00555857 0.00434694 0.00316182 0.00361173 0.00217119 0.0023211
internal_count=3910 3729 3604 3442 3342 3280 1426 1163 1129 922 207 847 751 96 503 364 1854 959 683 895 242 221 44 263 441 139
is_linear=0
shrinkage=0.00154607


Tree=1663
num_leaves=15
num_cat=0
split_feature=11 48 0 1 151 2 13 12 16 2 3 13 13 2
split_gain=6.90064e-05 9.2032e-05 0.00019097 0.000184115 0.000134187 9.54656e-05 0.000127827 0.000180648 0.000231717 0.000222458 0.000145551 8.84889e-05 7.13377e-05 6.87092e-05
threshold=0.087830000000000005 0.016865000000000002 -0.19631499999999999 0.09832500000000001 -0.0074049999999999993 0.12330500000000001 -0.094679999999999986 0.051320000000000005 -0.057604999999999996 0.086915000000000006 -0.084014999999999992 -0.40944499999999995 0.043015000000000005 0.08221500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 11 8 -8 10 -9 -1 13 -10
right_child=-2 2 3 -5 -6 -7 7 9 12 -11 -12 -13 -14 -15
leaf_value=-0.0004986560613153354 -0.0014722867228130587 0.0007891277933974708 0.00035751411360729503 0.0031023314409899102 -0.0019458318541418702 0.0014620848742110302 -0.0019253929982403844 0.00022530951404921488 0.0014451087822678636 -0.0039088628685745152 -0.0023468872703875424 0.0016495951441364543 0.0021718444369637738 -0.00061684384309219551
leaf_weight=0.001097658971919227 0.001017374904717371 0.0012123407654822671 0.0018269309460010137 0.0014717263827053045 0.0011814810703860701 0.0010459995815585163 0.0013425195401781075 0.0018370465609376871 0.001000758169015183 0.001026798274247058 0.0012217792087128865 0.0015323565600095712 0.0010441461748760261 0.0011682765611078505
leaf_count=53 157 48 382 250 64 248 194 516 68 985 580 203 37 125
internal_value=0 7.37229e-05 0.000681015 0.00158214 -0.000560723 -0.000206938 -0.000361826 -0.000701129 8.96471e-05 -0.00158289 -0.000802097 0.000753005 0.000931564 0.000334508
internal_weight=0 0.0180098 0.00569248 0.00329866 0.00239382 0.0123173 0.0112713 0.00864132 0.0045557 0.00408562 0.00305883 0.00263002 0.00321318 0.00216903
internal_count=3910 3753 744 632 112 3009 2761 2505 424 2081 1096 256 230 193
is_linear=0
shrinkage=0.00577531


Tree=1664
num_leaves=27
num_cat=0
split_feature=1213 52 14 1374 457 1456 1 52 4 42 2 4 160 15 43 4 2 2 403 47 52 0 1 16 12 16
split_gain=0.000370965 0.000328849 0.000344173 0.000371962 0.000350088 0.00037131 0.000292952 0.000455295 0.00031777 0.000438786 0.000325322 0.000684396 0.000345723 0.00033177 0.000284892 0.00027996 0.000499455 0.000254394 0.000240967 0.000239144 0.000365611 0.000299163 0.000144013 0.000133616 0.000132643 9.29907e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 -0.094679999999999986 0.088055000000000008 -1.0000000180025095e-35 0.11198000000000001 0.11401500000000002 -1.0000000180025095e-35 0.08110500000000001 0.10910500000000002 -0.49837999999999999 0.085865000000000011 0.05377500000000001 -0.078644999999999979 0.05309500000000001 0.10869000000000002 0.10217500000000002 0.03138500000000001 0.084155000000000021 -0.062489999999999997 -0.10783 0.12446500000000001 -0.008069999999999999 0.087020000000000014 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
left_child=-1 -2 3 -3 5 -5 7 8 10 15 11 -7 13 14 -13 -10 -17 -9 -15 20 -8 -21 -22 -16 -11 -23
right_child=1 2 -4 4 -6 6 19 17 9 24 -12 12 -14 18 23 16 -18 -19 -20 21 22 25 -24 -25 -26 -27
leaf_value=-0.00080694311610753891 -0.00080439230122602125 -0.00071764381806678663 -0.00073411066134980386 -0.00080200029222128523 0.00072769695578455828 -0.00088559957040152131 0.0013615709270604654 -0.00013993841165140116 -0.0010682685259365407 0.00070716023727513484 0.00097123273393135031 8.8113462875273336e-05 -0.00045420466400751736 -0.00034665685020590197 0.00057855270878059311 0.00033913991800233124 -0.00093615040647572424 -0.0011985188012963266 0.00050314100135030856 -0.00051118961220560305 0.0006542427585980884 0.00072941125095876539 -4.3832170338133223e-05 0.0012712534532782014 -2.6099134803193407e-05 0.00013617274566533183
leaf_weight=0.0012647282861424211 0.0010497785949223895 0.0012587751110437742 0.0012145765020354906 0.0010500897796492928 0.0018792184794602642 0.0012256944879878093 0.0010467372556384191 0.0010032679642657241 0.0012269319280474094 0.0011227870131353401 0.0011957567724971705 0.0010561143885306351 0.0011185033223620744 0.0015081007487430798 0.0010019834935334759 0.0015604234950619134 0.0011994374596535629 0.0010020087773636721 0.0014408451591032545 0.001239772708329312 0.0013728826356291792 0.0010157018771267678 0.0012439105512072751 0.0015918572346086401 0.001058251705479657 0.0013712224268260798
leaf_count=592 345 66 104 256 138 68 118 245 112 72 59 230 119 454 59 105 54 87 79 54 86 48 179 61 94 26
internal_value=0 1.35938e-05 4.12897e-05 7.29034e-05 0.000107781 6.4072e-05 9.95944e-05 -7.0308e-07 8.14664e-05 -0.000184501 0.000243264 0.00014593 0.000309759 0.00043925 0.000738752 -0.000477663 -0.000215102 -0.000668896 6.85516e-05 0.000351527 0.000619316 8.10182e-05 0.000322408 0.00100367 0.000351379 0.000388612
internal_weight=0 0.0320546 0.0310049 0.0297903 0.0285315 0.0266523 0.0256022 0.018312 0.0163067 0.00616783 0.0101389 0.0089431 0.0077174 0.0065989 0.00364996 0.00398679 0.00275986 0.00200528 0.00294895 0.00729023 0.00366353 0.0036267 0.00261679 0.00259384 0.00218104 0.00238692
internal_count=3910 3318 2973 2869 2803 2665 2409 1898 1566 437 1129 1070 1002 883 350 271 159 332 533 511 383 128 265 120 166 74
is_linear=0
shrinkage=0.00148603


Tree=1665
num_leaves=28
num_cat=0
split_feature=14 1213 1456 1374 11 1374 150 159 3 15 403 131 52 475 39 160 150 43 13 160 42 3 4 3 16 0 3
split_gain=0.000450552 0.000444025 0.00043098 0.000341201 0.000399904 0.00037374 0.000496872 0.000309368 0.000269452 0.000318923 0.000289664 0.000307533 0.000339838 0.000306475 0.000276049 0.000363894 0.000632504 0.000437748 0.000478067 0.00048711 0.00030791 0.000379905 0.000438243 0.000249241 0.000177907 0.000170553 8.67391e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 0.088315000000000018 -0.094679999999999986 0.095565000000000011 0.10856 -0.13927999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097135000000000013 -0.24456499999999998 -0.080379999999999993 0.005105000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16180500000000003 0.16421000000000002 0.090735000000000024 0.083725000000000008 0.086245000000000016 -0.082954999999999987 -0.013944999999999997 -0.077034999999999978 -0.14012999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -10 12 -12 -14 15 24 -17 18 19 20 21 22 -18 -16 -15 -23 -22
right_child=-2 2 3 -5 -6 6 -8 -9 10 -11 11 -13 13 14 23 16 17 -19 -20 -21 26 25 -24 -25 -26 -27 -28
leaf_value=-0.00079358195334130793 -0.00083636327687773115 -0.00076078801437907853 -0.0005928069568837996 -0.0007570276705399034 -0.00063354157732140341 0.001242933588381545 0.00098077501191364859 -0.00057920506677666304 -0.00061505481153854684 0.00016989643960931724 -0.00052852885373857377 0.00086195840690823618 0.00096965609587493543 -6.2339108002619842e-05 0.001155548728944547 -0.0010089303716085589 0.00073802311521594234 -0.00070754308881211612 -0.00050306530267104168 -0.00050488742918429583 0.00076777293567050734 0.0011336522768518936 -0.00046622358701941272 0.00022597960234121113 -0.00091706862539436406 0.00044314485962051092 0.0013552973130745393
leaf_weight=0.001507147810607525 0.0014980811491420712 0.0014547890431386842 0.0014872276075497117 0.0010774724298165941 0.00158016399844385 0.0011274252015445185 0.001702461750059058 0.0013193947993332391 0.0011643172254292003 0.0014610748091428072 0.0017283265632536604 0.0013490032212845884 0.0010492369794806158 0.0010515665339375646 0.0010294351228966603 0.0010109876900923362 0.0011252291055976393 0.0010275816295955706 0.0013953619211939392 0.0010982382280133604 0.0012528473367359183 0.0014482327030407305 0.001812846523849076 0.0018601380871308268 0.0011956259200118233 0.0019000090935148706 0.0010707184741427511
leaf_count=578 126 312 66 89 115 49 190 173 542 83 219 80 121 89 104 51 44 124 40 65 34 31 106 156 251 51 21
internal_value=0 1.18739e-05 4.67776e-05 8.20316e-05 0.000110067 0.000148382 0.000186158 0.000136925 0.000173046 0.000637259 0.000122065 0.00016037 0.000115422 0.000173004 0.000127275 4.65601e-05 0.000142942 0.000238937 0.00032653 0.000445769 0.000567031 0.000392762 -5.01918e-06 0.000557147 -0.000517101 0.000741814 0.00103851
internal_weight=0 0.0362869 0.0347797 0.0333249 0.0322475 0.0306673 0.0291801 0.0274776 0.0261582 0.0025885 0.0235697 0.0224054 0.0210564 0.0193281 0.0182788 0.0153892 0.0131421 0.0121311 0.0111035 0.00970812 0.00860988 0.00628632 0.00293808 0.00288957 0.00224719 0.00334824 0.00232357
internal_count=3910 3784 3206 2894 2805 2690 2624 2434 2261 132 2129 1587 1507 1288 1167 907 567 516 392 352 287 232 150 260 340 82 55
is_linear=0
shrinkage=0.00151575


Tree=1666
num_leaves=29
num_cat=0
split_feature=14 1213 160 52 483 1374 457 484 50 133 160 52 0 376 42 47 4 157 13 16 150 49 2 3 48 0 129 2
split_gain=0.000644829 0.000505593 0.000458987 0.000463009 0.000385466 0.000394312 0.000459266 0.000716851 0.00050958 0.000545741 0.000528913 0.000435596 0.000367057 0.000367015 0.000497777 0.000437057 0.000431057 0.000348378 0.000631196 0.000336982 0.000314951 0.000274096 0.000504861 0.000246305 0.000238108 0.000271068 9.63226e-05 4.99638e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 -0.42985499999999993 0.097480000000000011 -0.094679999999999986 0.088055000000000008 -0.0043499999999999988 0.10030500000000002 0.10681500000000001 0.090735000000000024 -0.048794999999999991 -0.017269999999999997 0.088415000000000007 -1.0000000180025095e-35 0.082465000000000024 -0.23071499999999998 -0.077534999999999979 -0.052124999999999998 0.041215000000000009 0.09833500000000002 -0.052649999999999995 0.086130000000000012 -0.080884999999999985 0.11462500000000002 -0.10209999999999998 0.085175000000000015 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
left_child=1 -1 -3 -4 5 -5 7 -7 9 10 11 12 17 14 26 16 -16 -9 -19 -20 -8 -18 -23 -24 25 -17 -13 -25
right_child=-2 2 3 4 -6 6 20 8 -10 -11 -12 13 -14 -15 15 24 21 18 19 -21 -22 22 23 27 -26 -27 -28 -29
leaf_value=-0.00077654762242967707 -0.00094923205683497872 -0.00090197101519389053 -0.00082404301195991851 -0.0006057004181783236 -0.00073472220818945888 -0.00090402862513294701 0.00031387561854019213 0.00097974606375832748 0.0010044121617692396 -0.00067089007684915816 -0.00064557069443479985 -0.00087525405847793658 0.0012675749722356117 0.00096812950926785995 -0.00035898098832551031 -0.00074754010695761051 2.3899743158401801e-06 0.00084958315629027066 0.00030106775358934449 -0.00084707902814840975 0.0014526185536104174 4.4941656961822273e-05 0.00045775186962312931 0.0014414153142904128 0.00041182823868630389 0.00013161703156980409 -0.00026767852473562028 0.0010129511537085981
leaf_weight=0.0016699306012433182 0.0015670731548419461 0.0010648844773797897 0.001188250094849185 0.0014651122737632241 0.0011288432699129705 0.0013980650645668271 0.0011495323054930831 0.0016080178733656469 0.0015859792268966269 0.0017254269801927338 0.0015578782304956898 0.0011710846117065068 0.0013180581697926899 0.0010517381356572311 0.0015388118442416403 0.0020334970299025201 0.0018171415469210323 0.0016901061429303033 0.0010001313210619145 0.001296006082554868 0.0010054896990281392 0.0019155823317457523 0.0012936380950936315 0.0014105071199992476 0.0010116229966388168 0.0012508511200248753 0.0011343504754147693 0.0010472286929653352
leaf_count=578 126 258 337 66 177 388 68 87 111 285 111 238 98 24 29 39 70 107 98 46 67 164 75 30 40 38 82 73
internal_value=0 2.32073e-05 5.94421e-05 8.80453e-05 0.000119364 0.000148165 0.000182669 0.000134848 0.000185885 0.000137576 0.000193049 0.000248435 0.000562092 0.000118423 6.12252e-05 0.000171579 0.000357325 0.000395874 0.000160345 -0.000346979 0.00084519 0.000504605 0.000665644 0.000982596 -0.000218547 -0.000412711 -0.000576307 0.00125885
internal_weight=0 0.0385278 0.0368578 0.035793 0.0346047 0.0334759 0.0320107 0.0298557 0.0284577 0.0268717 0.0251463 0.0235884 0.00691232 0.0166761 0.0156243 0.0133189 0.00902291 0.00559426 0.00398624 0.00229614 0.00215502 0.0074841 0.00566696 0.00375137 0.00429597 0.00328435 0.00230544 0.00245774
internal_count=3910 3784 3206 2948 2611 2434 2368 2233 1845 1734 1449 1338 436 902 878 558 441 338 251 144 135 412 342 178 117 77 320 103
is_linear=0
shrinkage=0.00148603


Tree=1667
num_leaves=15
num_cat=0
split_feature=14 157 48 48 14 3 0 1 151 0 2 3 1 3
split_gain=7.96424e-05 0.000111512 0.000109148 0.000144528 0.000110556 0.000116981 0.000117557 0.00020231 0.000174022 0.000117353 0.000166259 0.000117919 0.000106798 9.79706e-05
threshold=0.018455000000000003 -0.073574999999999988 0.12862000000000004 0.10417000000000001 -0.13131999999999996 -0.14218999999999996 -0.10575999999999998 0.093575000000000019 -0.0074049999999999993 -0.089879999999999974 0.10362500000000001 -0.089974999999999986 1.0000000180025095e-35 -0.074234999999999982
decision_type=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 -8 11 -11 -13 -14
right_child=-2 2 -4 -5 5 6 9 -9 -10 10 -12 12 13 -15
leaf_value=0.0016526304787869775 -0.0017896390173583342 -0.0019647336882819746 -0.0020877948897798189 0.0022278248632367796 0.0018926694029706541 0.0012338377562332414 -0.0024063029201313222 0.0023230327611503364 -0.0025203811439662854 -0.0017873984048545025 -0.0024691657571565121 0.0018535885635861218 0.001168475300813117 -0.0013424445844743746
leaf_weight=0.0017382612281002163 0.0010115697666127901 0.0012558567600054202 0.001070045704383348 0.0012004526257778361 0.0013186387348143288 0.0010563468209836835 0.0012809939790455116 0.0018686791101895951 0.0010330956287982586 0.0010152815339945697 0.001184888352182327 0.001873405046141632 0.0012272248911039396 0.0014155049984449705
leaf_count=490 159 115 102 136 172 48 380 213 132 314 303 749 331 266
internal_value=0 8.44379e-05 -7.78157e-05 5.89115e-05 -0.000120283 5.42204e-05 -0.000148554 0.000768185 -0.000622383 -0.000602277 -0.000258197 0.000215416 0.000665673 -0.000176429
internal_weight=0 0.0185387 0.0168004 0.0157304 0.0145299 0.0132741 0.0119554 0.00395812 0.00208944 0.0079973 0.0067163 0.00553142 0.00451613 0.00264273
internal_count=3910 3751 3261 3159 3023 2908 2736 393 180 2343 1963 1660 1346 597
is_linear=0
shrinkage=0.00650394


Tree=1668
num_leaves=24
num_cat=0
split_feature=14 1213 1456 1374 11 453 0 3 1 12 52 13 2 15 42 3 13 15 52 52 2 52 13
split_gain=0.000522324 0.00038163 0.000298172 0.00030251 0.000293767 0.000267979 0.000298961 0.000246418 0.00024196 0.000428645 0.000429506 0.00029843 0.000348918 0.00031642 0.000227997 0.000290692 0.00021424 0.00017934 0.000260751 0.000179185 0.000223194 0.000125977 8.17886e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 -0.23029999999999998 -0.12008499999999998 0.12730000000000002 0.11655500000000001 0.11588000000000002 -0.070604999999999987 0.097940000000000013 0.083935000000000023 -0.088669999999999985 -0.069909999999999986 0.068400000000000002 -0.017214999999999998 -1.0000000180025095e-35 -0.072349999999999984 0.083585000000000007 -0.082554999999999976 -0.14258499999999999
decision_type=2 2 2 2 2 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 16 9 10 11 12 13 21 -13 -16 -8 18 -10 -17 -21 -9 -14
right_child=-2 2 3 4 -6 -7 7 8 17 -11 -12 14 22 -15 15 19 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00087203764338321637 -0.00097287487805814712 -0.00073880740585992874 -0.00070563639790350284 0.00082174278325728551 -0.00057985104457549145 -0.00050878400686873103 0.0011011062774094955 0.00015658552764520481 -0.00030956395513840105 -0.00099109122966865881 -0.00068899915315308021 0.00043864808150282611 0.0012996563058068596 0.00071477824656585216 -0.00091362281781192896 -0.00055329563388898263 0.00023779223349541307 0.0010223147155451447 0.00077956947280364707 -0.00025621477591098113 0.00066218857573880849 -0.00062784871831262691 0.0006577344420243211
leaf_weight=0.0011653019675941642 0.0014056771733643716 0.0011412275822819873 0.00115498635245359 0.0019349511034167854 0.0014070919328261757 0.0013983883341159844 0.0012359756973404556 0.0010284810889314988 0.0011549403463257946 0.0010392594063776414 0.0016641947476492567 0.001848333010745982 0.0010410279991495131 0.0015166649446775038 0.0011979811552667247 0.0011039833111168851 0.0018674771953319791 0.0010817161186782434 0.0011205678667137731 0.0013365156245166657 0.0014037579935095579 0.0010922561473991864 0.0010135479043927309
leaf_count=578 126 312 66 78 123 88 88 142 74 84 328 197 52 129 484 155 111 51 160 54 88 248 94
internal_value=0 3.03892e-05 6.69242e-05 0.00010019 0.000135328 0.000175453 0.000215856 0.000161947 9.20864e-05 6.20831e-06 7.89585e-05 0.00018053 0.00045309 0.000153778 -4.46185e-05 -0.000221769 0.000581614 0.000483104 0.000226777 -6.16808e-06 0.000214255 -0.000247426 0.000982988
internal_weight=0 0.0299486 0.0287833 0.0276421 0.0264871 0.02508 0.0236816 0.0217467 0.0186432 0.015286 0.0142467 0.0125825 0.00569198 0.0036374 0.00689057 0.00504224 0.00310345 0.00335722 0.00227551 0.00384426 0.00274027 0.00212074 0.00205458
internal_count=3910 3784 3206 2894 2828 2705 2617 2539 2340 2055 1971 1643 665 519 978 781 199 285 234 297 142 390 146
is_linear=0
shrinkage=0.00160853


Tree=1669
num_leaves=16
num_cat=0
split_feature=147 484 1375 11 48 3 1 51 43 43 0 12 15 1 15
split_gain=7.52445e-05 0.000136427 9.97469e-05 0.000130568 0.000158964 0.000130594 0.000213046 0.000121069 0.000128975 0.000229455 0.000166329 0.000147289 0.000103049 7.61152e-05 6.44239e-05
threshold=0.088565000000000019 -0.0043499999999999988 -0.072014999999999982 0.08184000000000001 0.016865000000000002 0.092005000000000017 0.085990000000000011 -0.091149999999999981 -0.16369999999999998 -0.0037249999999999996 -0.083564999999999987 0.086865000000000012 -0.019749999999999993 0.094890000000000016 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 12 -9 10 -10 13 -4 -11 -13
right_child=-2 2 3 -5 5 -7 -8 8 9 11 -12 14 -14 -15 -16
leaf_value=-0.001717854453432973 0.0012827072018766763 -0.0013772561023299619 -7.2593280883364854e-05 -0.0015205949783298764 0.00053546771766767526 -8.706613704604255e-06 0.0034422678731861186 0.00090118516328339178 -0.00062481374004458312 -0.0015528898450331546 -0.0033329874480736072 0.000102842049817201 0.0020871139951273245 7.2781634583784195e-05 0.0018233674904583382
leaf_weight=0.0011604568815789624 0.0010372504614034042 0.0011464995082000043 0.001097067877806189 0.0010898416128082835 0.0014347630610463133 0.0016524691351937904 0.0010691163578225027 0.0016950480859499444 0.0011414391172522593 0.0014353862726791712 0.0010652469506767515 0.0010577874046026059 0.0010510697905120612 0.0013654312270981878 0.0010573209926088289
leaf_count=592 168 118 201 196 232 132 187 153 485 190 631 90 93 124 318
internal_value=0 -8.15725e-05 2.7817e-05 0.000127183 0.000245937 0.00106682 0.00177662 -6.52005e-05 -0.000320838 -0.000611656 -0.00193215 -1.89077e-05 0.000984137 -0.000760356 0.000962915
internal_weight=0 0.0185189 0.0173585 0.016212 0.0151221 0.00415635 0.00250388 0.0109658 0.00881766 0.00712261 0.00220669 0.00491593 0.00214814 0.00280082 0.00211511
internal_count=3910 3742 3150 3032 2836 551 419 2285 1991 1838 1116 722 294 314 408
is_linear=0
shrinkage=0.00492917


Tree=1670
num_leaves=29
num_cat=0
split_feature=1213 14 52 1374 1 133 0 403 45 3 147 133 11 3 2 50 1374 0 1 43 47 52 13 13 0 2 0 13
split_gain=0.00053228 0.000420858 0.000364125 0.000340136 0.00034797 0.000610171 0.000708099 0.000491309 0.000438899 0.000568826 0.000418979 0.000360525 0.000338078 0.000318566 0.000669999 0.000298048 0.000304288 0.000395392 0.000393122 0.0005135 0.00037101 0.000362602 0.00022375 0.00028378 0.000213899 0.000415025 0.000200205 0.00014341
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 0.087785000000000016 1.0000000180025095e-35 0.10681500000000001 -0.084074999999999997 0.03138500000000001 0.093765000000000015 0.16699000000000003 1.0000000180025095e-35 0.084285000000000013 0.088315000000000018 0.12566000000000002 0.114165 0.084340000000000012 -0.095439999999999983 -0.10575999999999998 0.095155000000000017 -0.24333999999999997 0.096300000000000011 -1.0000000180025095e-35 0.17936000000000002 0.083175000000000013 -0.082994999999999985 0.097360000000000016 -0.23029999999999998 -0.037444999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 9 10 12 -4 13 14 15 16 -6 20 -19 -20 21 26 23 24 -8 -26 -18 -21
right_child=1 -3 3 -5 7 -7 22 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 27 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=-0.0009046158880352405 -0.00077973361877955278 -0.00080271453775256356 -0.0012217645352052035 -0.00076364327570202647 -0.00054091349191483598 -0.0011934863648702522 0.00075890240425986657 0.0010174204628809014 -0.00080679951456201124 0.0012161753293447835 0.00084982873703815247 -0.0001466269522432077 -0.00074098814958277037 -0.00057534837684778285 0.0012444018889969442 -0.00065694456095620761 0.0008374635164128748 -0.00075219956966552141 -0.00064096782884437659 0.00020004097383110198 -0.00020269785776332817 0.0013183273567614294 -0.00033335602499885155 0.0010868898397603333 -0.00067560596565681538 0.00045136572917815103 -8.410303970584376e-05 0.00094786426287613924
leaf_weight=0.0014478713695453413 0.0011331521303391814 0.0013355956022833562 0.0012325350237899499 0.0010276628522656308 0.0012172079179890724 0.001046588041734701 0.0012086090114582504 0.0015631062912770935 0.0010013596570814789 0.0011480404573985239 0.001637643011304645 0.0015611127239335554 0.0010839213510820409 0.0013204678745957219 0.0012085263801879667 0.0010921612122314359 0.0010310049543704736 0.0013023527967293029 0.0010673751363867758 0.0010390575278755622 0.0011095968880265872 0.0015677916685632428 0.0011058182698828745 0.0010661406410499286 0.0011684652577038648 0.0018869185034524616 0.0010514626960390627 0.0012445785539313345
leaf_count=592 337 112 324 92 24 303 38 76 43 136 124 282 48 32 151 252 15 194 14 129 27 40 46 38 181 122 52 86
internal_value=0 1.51351e-05 4.8113e-05 7.74375e-05 0.000105354 -0.000118159 3.7772e-06 0.000216391 0.000150913 0.000203836 0.000135362 -0.000620969 5.90661e-05 0.000119915 0.000190912 8.23041e-05 0.000158254 0.000248662 -5.93628e-05 0.000209905 0.000549796 0.000778537 0.00027496 0.000401165 0.000229711 2.03798e-05 0.000372154 0.000607604
internal_weight=0 0.0344583 0.0331227 0.0319895 0.0309618 0.0102762 0.0092296 0.0206857 0.0191225 0.0181212 0.0169731 0.00279365 0.0153355 0.0142516 0.0129311 0.0117226 0.0106304 0.00941322 0.00465336 0.00335101 0.00475986 0.00365026 0.00643595 0.00533013 0.00426399 0.00305538 0.00208247 0.00228364
internal_count=3910 3318 3206 2869 2777 1334 1031 1443 1367 1324 1188 606 1064 1016 984 833 581 557 423 229 134 107 425 379 341 303 67 215
is_linear=0
shrinkage=0.00148603


Tree=1671
num_leaves=26
num_cat=0
split_feature=14 1213 9 52 3 3 1456 453 0 1375 1 52 4 16 43 47 52 16 12 12 52 13 52 43 2
split_gain=0.000423668 0.000411026 0.00036754 0.000325803 0.000297707 0.000320277 0.000307075 0.000243145 0.000293325 0.000386856 0.000323305 0.000510309 0.000402311 0.00057089 0.000372873 0.000340593 0.000354857 0.000434408 0.000314 0.000362997 0.000339689 0.000258354 0.00021564 0.000196841 0.000158506
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.30601500000000009 -0.15464999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.230625 -1.0000000180025095e-35 0.11235500000000002 0.11401500000000002 -0.0017649999999999999 -0.50763499999999995 -0.019509999999999996 0.13177500000000003 -0.062489999999999997 -0.09601999999999998 0.10129000000000001 0.088325000000000015 -0.082554999999999976 -0.070604999999999987 -0.07125999999999999 -0.00084499999999999994 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
left_child=1 -1 -3 -4 5 24 -7 8 22 -10 11 12 18 -14 -15 16 -12 -18 19 20 -11 -21 -8 -22 -5
right_child=-2 2 3 4 -6 6 7 -9 9 10 15 -13 13 14 -16 -17 17 -19 -20 21 23 -23 -24 -25 -26
leaf_value=-0.00084376534046773702 -0.00086145248979530964 0.00094262580999315598 -0.00085157176035359679 0.00099214158509015231 0.00080550608451992567 -0.00082291652516197969 -1.2509163069857844e-05 -0.00064024493493065079 -0.00094347255904205993 -0.00068815170600716562 0.0013439228085119275 -0.0009986670976419908 0.00048325235763773571 -0.00011447081518292182 -0.0012055962913545275 -0.00019877000071979285 0.00080096176647674491 -0.0004646663240519737 -0.00061264485426732547 0.0011598121776086919 -0.00019228148959084173 0.0002318375591400236 0.00091574219365158055 0.00058265412165387507 0.00021849571691990796
leaf_weight=0.0013097801980481013 0.0014061772636573258 0.001042907169577347 0.0010159440297842484 0.001031613833822438 0.0011631685571959196 0.0011586088711509892 0.0010185168438283654 0.0013755278191753808 0.0010543480372475203 0.001181333757031216 0.0010850619814192219 0.0013872251680574774 0.0012609855704761586 0.0012819437290428892 0.0017995015196493784 0.0019457685229440358 0.0016292962990122062 0.0010765912553054582 0.001030028501764535 0.0015365420061579371 0.0012896690394822155 0.0013447499952434772 0.0014496292792802656 0.0019962858938300521 0.0016383241372044388
leaf_count=578 126 126 337 37 143 260 15 70 127 153 74 302 53 162 180 36 109 44 92 78 288 298 63 73 86
internal_value=0 5.01853e-06 3.99854e-05 9.37236e-06 3.87882e-05 7.57453e-06 -4.49801e-05 -8.55269e-06 2.86319e-05 -3.08953e-05 1.75892e-05 -0.000108246 -1.11464e-05 -0.000393062 -0.000751666 0.000327056 0.000596945 0.000297406 0.000186791 0.000298846 2.28837e-05 0.00072671 0.000532686 0.000278508 0.000517418
internal_weight=0 0.0331034 0.0317936 0.0307507 0.0297347 0.0285716 0.0259016 0.024743 0.0233675 0.0208993 0.019845 0.0141083 0.012721 0.00434243 0.00308145 0.00573672 0.00379095 0.00270589 0.00837861 0.00734858 0.00446729 0.00288129 0.00246815 0.00328595 0.00266994
internal_count=3910 3784 3206 3080 2743 2600 2477 2217 2147 2069 1942 1679 1377 395 342 263 227 153 982 890 514 376 78 361 123
is_linear=0
shrinkage=0.00154607


Tree=1672
num_leaves=31
num_cat=0
split_feature=1429 4 1213 483 9 1348 14 11 484 160 50 376 376 52 13 43 2 1 0 2 2 16 3 13 4 2 133 4 43 3
split_gain=0.000491867 0.000549349 0.000467928 0.000414914 0.000398739 0.000412715 0.000891085 0.000405437 0.00041211 0.000395754 0.000651048 0.000401779 0.000552917 0.000397037 0.000455332 0.00045546 0.000519701 0.000494059 0.000380486 0.000314108 0.000369208 0.000320774 0.000306463 0.000361326 0.000414112 0.000320286 0.0002871 0.0002192 0.0001545 0.000101932
threshold=-1.0000000180025095e-35 0.50657000000000008 -1.0000000180025095e-35 0.090820000000000012 -1.0000000180025095e-35 0.084620000000000015 0.077685000000000018 0.088315000000000018 -0.0043499999999999988 -0.40446999999999994 0.10030500000000002 0.11605500000000001 0.048695000000000009 0.11262000000000001 -0.10023999999999998 0.0041500000000000009 0.11203000000000002 0.13084000000000004 -0.23029999999999998 0.097940000000000013 0.11542500000000001 -0.15168999999999996 0.090325000000000003 0.16421000000000002 -0.083329999999999987 0.086915000000000006 0.0068000000000000014 -0.08422499999999998 -0.074904999999999985 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 14 19 16 17 18 29 21 -21 -11 23 24 27 28 -27 -20 -26 -16
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15 15 -17 -18 -19 22 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00095835118040504352 -0.00080510713785407072 0.00097046561645767462 0.00095205783103154769 -0.00074614678169729006 -0.00080997382022382155 0.00083824064008828204 -0.0013206138551331056 -0.00077214648072952675 -0.00079664613167643747 0.00072241196636824948 0.0010935849101334552 -0.00079810610371571183 0.00098880848736700622 -0.00056851185980447496 0.00035108739211039107 -0.00069426350346350491 -0.00062507021945394452 0.0011600410618068061 0.00026625030231737279 0.0014171103171558715 0.00026538073783567598 -0.00040541503216932987 -0.00075936892124325416 -0.00051458231758348292 -1.0651034258984606e-05 0.00076278993126061196 -0.00024795999664369619 0.0011564101439075158 -0.00076364482343674875 0.00099425694176739346
leaf_weight=0.0011445586146330835 0.0015474055127654698 0.00122572637827184 0.0010012045114048398 0.0014628736870458672 0.0010941727435364581 0.0012542889115731972 0.0010701115135804953 0.0012749572922778887 0.0010042565019694463 0.0010143764084240559 0.0014239399985482839 0.0010568336755349952 0.0014600315998849192 0.0019284198989625292 0.0010320650455355332 0.0017424447307826654 0.0018711279784612853 0.0010384521139291678 0.0011359583019387998 0.0013043035473572218 0.0010799266735477264 0.0011332664293046612 0.0010289778385086388 0.0017406303615814522 0.00109429585416701 0.0014457261860996162 0.0010154418332040116 0.0012153753634009841 0.001226713634670671 0.001060371518644132
leaf_count=181 591 210 70 246 350 71 104 74 242 29 102 15 77 96 15 232 152 16 142 37 59 36 40 70 121 108 218 23 155 28
internal_value=0 1.09944e-05 -2.1e-05 1.34593e-05 4.63863e-05 1.86959e-05 -1.39455e-05 3.20173e-05 6.71931e-05 0.000101406 0.000134749 8.14671e-05 0.000119304 6.43654e-05 0.00012199 1.05354e-05 9.29281e-05 0.000196002 0.000112545 0.000531411 0.000895439 0.000127281 -6.72336e-06 8.05477e-05 0.000225764 -2.03741e-05 0.000345769 0.000726363 -0.000408628 0.000677023
internal_weight=0 0.0379837 0.0367579 0.0352105 0.0337477 0.0327465 0.0314922 0.0304221 0.0291471 0.0280529 0.0270487 0.0256247 0.0245679 0.0231079 0.0211795 0.0166476 0.0149051 0.013034 0.0119956 0.00453187 0.00238423 0.00214764 0.00990312 0.00887414 0.00713351 0.00478218 0.00246117 0.00235133 0.00232101 0.00209244
internal_count=3910 3729 3519 2928 2682 2612 2541 2437 2363 2013 1771 1669 1654 1577 1481 1320 1088 936 920 161 96 65 877 837 767 602 326 165 276 43
is_linear=0
shrinkage=0.00145689


Tree=1673
num_leaves=27
num_cat=0
split_feature=1213 14 1456 151 43 13 49 131 47 42 39 4 50 4 13 48 42 4 15 1 43 1 52 2 4 2
split_gain=0.000424252 0.000384164 0.0003475 0.000348552 0.000272845 0.000342814 0.000353633 0.000429605 0.000403965 0.000404064 0.000341979 0.000534566 0.000354436 0.000351989 0.000358249 0.000437797 0.000341261 0.000338829 0.000334688 0.000338285 0.000233794 0.000240345 0.000186408 0.000167501 0.000208828 9.14277e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.27336999999999995 0.25671000000000005 -0.091229999999999992 0.10447000000000002 0.097135000000000013 0.09252500000000001 -0.09361499999999999 0.005105000000000001 -0.23071499999999998 0.086465000000000014 -0.084009999999999987 -0.0024749999999999993 0.084500000000000006 -0.088669999999999985 0.0057500000000000008 -0.19153499999999998 0.11183500000000002 0.10955000000000002 0.08844500000000001 0.048490000000000012 0.11085000000000002 0.05309500000000001 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
left_child=-1 2 -2 -4 5 18 7 8 9 -7 11 -11 13 -13 25 23 -10 -17 -5 20 21 22 -20 24 -16 -15
right_child=1 -3 3 4 -6 6 -8 -9 16 10 -12 12 -14 14 15 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00068685887609099428 -0.00060038518424286439 -0.00064477957841029346 -0.00064861371139203201 -0.00027232709194551224 -0.00044333739952260947 -0.00071948644964070702 0.0006199648538916466 0.00064050807073806073 5.5092712634856989e-05 -0.00061436953458711896 0.00068400938188779088 0.00085716748291285601 -0.00049107840268352773 -0.00061016257903684129 0.00039569272298502288 -0.00066382231705383393 -0.00087433667134510936 0.00025362479054607021 -0.00044427642643728887 0.0011251742331214567 0.0008625492829292666 0.00064942930588490831 0.00028435372832973896 0.00010176710388257702 0.001073442209777839 -8.278028113032318e-05
leaf_weight=0.0014016115778118779 0.0012566578779086143 0.0013206368171175811 0.0010156894941251151 0.0010459500213621797 0.001396945506406371 0.0010615262000920481 0.0015202228566060507 0.0014810226247768529 0.0010000735883362866 0.0017978248284064241 0.0012987406612757083 0.0011104308390477114 0.00130838871297806 0.0010031819726847319 0.0017917958319309084 0.0011198649483974421 0.0015692528844331024 0.0014011200597678908 0.0010286041490177858 0.0010618007040965605 0.001018091043392455 0.0011183281188427152 0.0011496325599793522 0.0011482558683874045 0.0011566691380995309 0.0010301826332363706
leaf_count=592 312 112 95 102 184 174 172 173 14 175 241 128 267 273 81 39 138 18 51 92 21 58 63 58 51 226
internal_value=0 1.19734e-05 4.00512e-05 6.72099e-05 9.26155e-05 0.00012012 4.25781e-05 -2.95266e-06 -5.6499e-05 2.04511e-05 7.58964e-05 1.45195e-05 0.000116655 0.000198113 0.000113519 0.00025378 -0.00051257 -0.000153921 0.000371234 0.000496434 0.000341707 0.000180853 -5.97191e-05 0.000504665 0.000661571 -0.00034297
internal_weight=0 0.0322109 0.0308903 0.0296336 0.0286179 0.027221 0.0207986 0.0192783 0.0177973 0.015228 0.0141665 0.0128677 0.0110699 0.0097615 0.00865107 0.00661771 0.00256933 0.00252099 0.00642241 0.00537646 0.00431466 0.00329656 0.00217824 0.00409672 0.00294846 0.00203336
internal_count=3910 3318 3206 2894 2799 2615 2228 2056 1883 1731 1557 1316 1141 874 746 247 152 57 387 285 193 172 114 190 132 499
is_linear=0
shrinkage=0.00124344


Tree=1674
num_leaves=27
num_cat=0
split_feature=1213 1456 14 151 1374 52 52 12 12 12 0 16 4 15 3 4 2 1 2 1 4 2 2 2 0 50
split_gain=0.00043209 0.000340324 0.000318098 0.000324586 0.000349489 0.000339192 0.000377689 0.000299271 0.00041421 0.000261779 0.000344252 0.000243497 0.000190721 0.000428408 0.000245837 0.00022306 0.000336903 0.000548132 0.000310118 0.000275556 0.000347796 0.000229106 0.000217177 0.000159038 0.000128556 0.000120935
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.27336999999999995 -0.094679999999999986 -0.42985499999999993 -0.062489999999999997 0.088485000000000022 0.051320000000000005 0.10214500000000001 -0.10303999999999998 0.050115000000000007 0.40359500000000004 -0.14676499999999995 0.11476000000000001 -1.0000000180025095e-35 0.091525000000000009 0.095575000000000007 0.093070000000000014 0.085110000000000005 -0.084009999999999987 0.11085000000000002 0.10510500000000002 0.090695000000000012 -0.06402999999999999 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
left_child=-1 -2 3 -3 -5 -6 7 8 11 12 -11 23 13 -8 -14 18 17 -17 19 20 -15 -20 -18 -7 -9 -21
right_child=1 2 -4 4 5 6 9 24 -10 10 -12 -13 14 15 -16 16 22 -19 21 25 -22 -23 -24 -25 -26 -27
leaf_value=-0.00083635609693435422 -0.00070782553708773586 -0.00070917022758632551 -0.00068007301441109201 -0.00063861604045647806 -0.00069735292424957969 0.0003503455010848931 -0.00081352799078787555 0.00050999826514443278 -0.00057840463437318877 0.00031990879215694322 -0.00075785719494523402 7.5719847963436296e-05 0.0010365664129922498 0.00068630579706496146 3.3328930185376536e-05 -0.0011375081372875645 0.00082351494943549476 0.00012830301380891006 -0.00037480894573533653 0.0013126346426433537 -0.00035713849009008511 0.00042137505678198161 -4.8372624162715284e-05 0.0011289634631411051 0.0012123984488456793 0.00059941596847645816
leaf_weight=0.0013805286430190458 0.0013921046870429684 0.0011314084319791187 0.0012922789596678799 0.0013458950807923023 0.0010394180602923677 0.0010434709936943945 0.0011234325954127744 0.0010553154860254432 0.0010589453143221572 0.0010365772455624978 0.0017753582555089234 0.0019880603614059744 0.0010933471495935673 0.0016162981649270264 0.0010645583664110336 0.0013318619363330174 0.0010626427472354982 0.0017455174485938585 0.0019915426601790909 0.0010019277857873377 0.0012516871814747524 0.0013318543975471275 0.0015527092956973965 0.0013023049709842693 0.0012653394216677327 0.0011029310281616134
leaf_count=592 332 95 92 53 275 79 94 99 115 30 224 135 153 178 101 112 85 56 145 93 304 54 98 106 50 160
internal_value=0 1.17214e-05 4.24435e-05 7.22621e-05 0.000101556 0.000136104 0.000167271 0.000446775 0.00025476 5.99157e-05 -0.000360555 0.000458339 0.000128376 6.93663e-05 0.00054164 0.00014027 -8.626e-05 -0.000419529 0.000295711 0.000530587 0.000230911 -5.57375e-05 0.000305884 0.000782611 0.000892983 0.000938913
internal_weight=0 0.0339968 0.0326047 0.0313124 0.030181 0.0288351 0.0277957 0.00771344 0.00539278 0.0200822 0.00281194 0.00433384 0.0172703 0.0151124 0.00215791 0.013989 0.00569273 0.00307738 0.00829624 0.00497284 0.00286799 0.0033234 0.00261535 0.00234578 0.00232065 0.00210486
internal_count=3910 3318 2986 2894 2799 2746 2471 584 435 1887 254 320 1633 1379 254 1285 351 168 934 735 482 199 183 185 149 253
is_linear=0
shrinkage=0.00148603


Tree=1675
num_leaves=27
num_cat=0
split_feature=1429 14 4 1213 483 11 1374 1374 150 484 133 3 160 42 131 453 16 16 0 13 0 12 12 12 0 52
split_gain=0.000536019 0.000555611 0.000474744 0.000436284 0.000426995 0.000347385 0.000341525 0.000350694 0.000505687 0.000446 0.000322216 0.000328744 0.000361715 0.000378374 0.000233945 0.000301382 0.000495427 0.000368363 0.000528597 0.000448602 0.00029184 0.00033665 0.000250853 0.000258463 0.000416156 0.000121675
threshold=-1.0000000180025095e-35 0.077685000000000018 0.50657000000000008 -0.081334999999999977 0.09641000000000001 0.088315000000000018 -0.094679999999999986 0.086000000000000007 0.095565000000000011 -1.0000000180025095e-35 0.10681500000000001 -0.15002999999999997 0.093550000000000008 0.10269500000000001 0.088160000000000002 1.0000000180025095e-35 -0.50763499999999995 -0.19424999999999998 -0.12329499999999999 0.0024700000000000004 -0.089879999999999974 0.096055000000000015 0.088325000000000015 -1.0000000180025095e-35 -0.083424999999999985 -0.080899999999999986
decision_type=2 2 2 2 2 2 2 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 9 -8 11 -11 13 14 15 16 -13 19 25 -18 -20 22 23 -22 -25 -19
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 17 18 20 -21 21 -23 -24 24 -26 -27
leaf_value=-0.0010252583815671729 -0.00087445150200741897 -0.00084889454591547352 0.00092405477026150844 -0.00057617646932600999 -0.00085453446831745383 -0.00061033759797229296 -0.00071692514901375163 -0.00067258483162715532 0.00091214206140344885 0.00078969546035231192 -0.00040788474029543797 0.0011041970560033837 -0.00059195844515242757 -0.00054857997212228371 0.00080161555915754827 -0.00047991847178974672 -0.00082874572911399019 0.00055410806350629038 -0.00036203692760171548 0.00038013846489198182 0.00063685887917605576 -0.00041825511464838098 0.00084146569494879708 0.00061769204662276813 -0.0004979935450644201 0.0012139595023626577
leaf_weight=0.0010319686920641771 0.001070540811511699 0.0014458806432960927 0.0012360565445127805 0.0013935470952333153 0.0010259565864540179 0.0014129295791995835 0.0012161441044258028 0.001024803728304823 0.0017916087727100063 0.00186685218022119 0.0018278980579229101 0.0013201042319414399 0.0012157736910342045 0.0012536790899477781 0.0015069989421516708 0.001186286355518539 0.0014394475081685029 0.001053215960832965 0.0018455788733357107 0.0011085233439587228 0.0018529295873590474 0.0012227189685506401 0.0018634758288353925 0.001141319253394211 0.0016950477174565203 0.0012429153799717726
leaf_count=181 378 125 210 66 188 79 387 78 176 73 388 48 118 98 166 58 54 44 194 15 102 132 234 147 136 35
internal_value=0 1.86869e-05 5.47186e-05 2.27173e-05 5.22627e-05 8.18142e-05 0.000114338 0.000147896 0.000178305 0.000127462 0.000169133 0.000215363 0.000164179 0.000210768 0.000262286 0.000214395 0.000266574 0.000190132 0.000295525 -0.000302807 0.000148569 0.000269765 0.000398147 0.000221977 -4.90554e-05 0.000911291
internal_weight=0 0.0362602 0.0348144 0.0335783 0.0325078 0.0314818 0.0300689 0.0286753 0.0276505 0.0258589 0.0246428 0.0228149 0.020948 0.0197322 0.0184786 0.0169716 0.0157853 0.0144652 0.0119172 0.00254797 0.00962107 0.00777549 0.00655277 0.0046893 0.00283637 0.00229613
internal_count=3910 3729 3604 3394 3016 2828 2749 2683 2605 2429 2042 1654 1581 1463 1365 1199 1141 1093 1024 69 945 751 619 385 283 79
is_linear=0
shrinkage=0.00142833


Tree=1676
num_leaves=17
num_cat=0
split_feature=51 1 47 1 3 52 2 13 15 4 150 12 16 2 15 16
split_gain=0.000103813 0.000221023 0.000238138 0.000126398 0.00014856 0.000128568 0.000135034 0.000169212 0.000149898 0.000134391 0.000140774 9.00321e-05 0.000118744 0.000177063 4.83122e-05 1.07599e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11669500000000001 0.10752500000000002 0.12046500000000002 0.11401500000000002 0.097940000000000013 -0.089899999999999994 -0.10192499999999999 0.015635000000000003 0.086420000000000011 0.088590000000000016 -0.083564999999999987 0.086915000000000006 -0.10469999999999999 -0.015314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 14 6 8 -8 -2 10 11 12 -10 -14 -5 -9
right_child=1 -3 -4 4 -6 -7 7 15 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.001491191049121754 -0.0020329917665129352 0.0021049036411347217 -0.0022920493970557607 0.0022564105632414035 -0.00025912327130858833 -0.0015335181611305436 0.002110171042723845 -0.00034395170088279982 0.0012802744881235345 0.0012917366979951126 -0.0019610438311032305 -0.0012818603690864789 -0.0018323522633961638 0.00079997419012809183 0.00093239774282718232 0.00032323461247001388
leaf_weight=0.0010139183597298032 0.0010191129769273385 0.0011224197496753621 0.0010143970087454482 0.0011121004492669409 0.0018178010024680891 0.0013732112808210401 0.0013285891623073809 0.0011699040211957668 0.0015754550685115592 0.00129380996979888 0.0010571155012115974 0.0010575003964078331 0.0010589748361343708 0.0012513693588679237 0.0013940804881876758 0.0010118522259030269
leaf_count=145 198 157 126 168 109 489 59 199 310 130 171 605 388 233 199 224
internal_value=0 6.34121e-05 -6.02122e-05 6.90033e-05 0.00077201 -0.000161338 -1.97192e-06 0.000777196 -0.000330979 -9.31823e-05 -0.000391799 -5.62185e-05 0.000277334 -0.000406585 0.00151992 -3.45249e-05
internal_weight=0 0.0196577 0.0185353 0.0175209 0.00432398 0.0131969 0.0118237 0.00351035 0.00831334 0.00729423 0.00600042 0.0049433 0.0038858 0.00231034 0.00250618 0.00218176
internal_count=3910 3765 3608 3482 476 3006 2517 482 2035 1837 1707 1536 931 621 367 423
is_linear=0
shrinkage=0.00473777


Tree=1677
num_leaves=25
num_cat=0
split_feature=14 1213 52 1456 151 4 11 133 3 13 52 0 16 1 43 4 39 4 1 2 4 51 15 4
split_gain=0.000465878 0.000452192 0.00037538 0.0003218 0.000283814 0.000307108 0.000366441 0.000313779 0.00048191 0.000282262 0.000517227 0.000259547 0.000245653 0.000304924 0.000390076 0.000226336 0.00045737 0.000506315 0.000453573 0.000221258 0.000373251 0.00020371 0.00015887 0.000126237
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.27336999999999995 0.50657000000000008 0.088315000000000018 0.10681500000000001 -0.15002999999999997 -0.010384999999999998 0.11588000000000002 -0.072864999999999985 -0.50763499999999995 0.08844500000000001 -0.083899999999999988 0.074650000000000008 0.005105000000000001 -0.23071499999999998 0.11831500000000002 0.088895000000000016 -0.029114999999999999 0.08955500000000001 -0.031229999999999997 0.0066400000000000009
decision_type=2 2 2 2 2 2 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 -6 10 11 12 -10 14 -14 16 17 -11 -17 20 -19 -21 -13 -15
right_child=-2 2 3 4 5 -7 -8 -9 9 15 -12 22 13 23 -16 18 -18 19 -20 21 -22 -23 -24 -25
leaf_value=-0.00083705569414730221 -0.00085593417761149206 -0.00081333429966898459 -0.00066231036948293214 -0.000650021474549318 0.00091400315912455981 0.00080017533376086874 -0.00073799300599277176 -0.00050099589746665162 0.00087271479965303597 -0.00093286420255019368 -0.0005917051885136952 0.0012189770585565552 0.00033823097797557229 0.00083704003948723298 -0.00091615500229841058 0.00019650467603154833 0.00092281126414034225 0.00035579273597913328 -0.00079037274593098984 0.00079827396078255243 -0.00061054551418295098 9.3043484403322203e-06 0.00051589411872406783 0.00011359859738212659
leaf_weight=0.001321876735189533 0.0014150051926388177 0.0010750976883551469 0.0012383165392403353 0.0010444174105117545 0.0018270716052766122 0.0014700762273037312 0.0010983093344307795 0.0015919929760503096 0.0011213539203440079 0.0011585520562711346 0.0012165656991057214 0.00119221600210348 0.0010804349135164213 0.0011162703081178948 0.0011097460415019902 0.0020034939219233392 0.0013082865731195437 0.0018086130219724392 0.0021131533336060659 0.0015801956668689277 0.0017240812339486076 0.0013317305508482313 0.0017536379760400046 0.0010187460312480745
leaf_count=578 126 337 265 80 86 210 56 400 62 64 218 87 137 139 309 89 93 146 38 128 93 50 75 44
internal_value=0 1.4668e-05 4.98709e-05 7.98972e-05 0.000110875 0.000138638 0.000102824 0.000138266 0.000179865 0.000120612 0.000313829 0.000445096 0.000252903 9.22104e-05 -0.000297356 -2.18966e-05 0.000111229 -2.84211e-05 -0.000310078 0.000134171 -0.000115815 0.000437449 0.000800439 0.000491842
internal_weight=0 0.0333042 0.0319824 0.0309073 0.0296689 0.0286245 0.0271545 0.0260561 0.0244641 0.0226371 0.00960897 0.00839241 0.00544655 0.0043252 0.00219018 0.0130281 0.00891146 0.00760317 0.00411665 0.00644462 0.00353269 0.00291193 0.00294585 0.00213502
internal_count=3910 3784 3206 2869 2604 2524 2314 2258 1858 1772 1071 853 691 629 446 701 574 481 127 417 239 178 162 183
is_linear=0
shrinkage=0.00148603


Tree=1678
num_leaves=27
num_cat=0
split_feature=14 1213 1456 9 1374 43 42 123 44 50 1 42 1374 0 1 4 16 52 42 484 52 43 4 4 52 1
split_gain=0.00043839 0.000427306 0.00037621 0.000292786 0.000270169 0.000287719 0.000358876 0.000496329 0.000354813 0.000356399 0.000366802 0.000405982 0.000309328 0.000333482 0.000366946 0.000637237 0.000492466 0.000321018 0.000255416 0.000414437 0.000499238 0.000363749 0.000570149 0.000232118 0.000121763 0.000108909
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 0.25671000000000005 -0.10770999999999999 0.086620000000000016 0.081835000000000019 0.10625000000000001 0.12293500000000002 0.091955000000000023 -0.094679999999999986 -0.23029999999999998 0.11257500000000001 -1.0000000180025095e-35 -0.50763499999999995 -0.048794999999999991 0.08622500000000001 0.085815000000000016 -0.031409999999999993 0.070805000000000021 -0.08422499999999998 -0.032604999999999995 0.084240000000000023 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
left_child=1 -1 -3 -4 5 6 -5 8 9 10 11 12 -8 -14 15 18 -17 -18 19 20 -15 22 -22 -13 -24 -12
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 25 23 13 14 -16 16 17 -19 -20 -21 21 -23 24 -25 -26 -27
leaf_value=-0.00079971530845687907 -0.00081368490741248289 -0.00070878151318884137 0.00084527522639119153 -0.00050875485893306361 -0.0006702759804171572 -0.00056521739642692592 -0.00050469786468814479 0.0011643610052568391 -0.00072131000337552812 -0.00069117538416791822 0.0011134611814901704 -0.00083796755868847624 0.00083732888639525497 -0.00058490186023886677 0.00092818279969317057 0.00052903594304230101 -6.9998532556079832e-05 -0.0010278276206396925 0.00084217654368416793 0.00096488422665512159 -0.00076794141582308588 0.00099685548981215746 0.00086722087583716747 -5.0414125724120248e-06 0.00016102861220961188 0.00044550690690102165
leaf_weight=0.0013000003988364447 0.001396815771167125 0.0013226708677556284 0.0010380650684346645 0.0018172929106662896 0.0010428182110879805 0.0013778045010743858 0.0011748990409472517 0.0010057996916362352 0.0010193367303017445 0.0010080600783616825 0.0010328563604051757 0.0012688410291738783 0.0019349422260539354 0.0018009399836617021 0.0013147760684388823 0.0010057286135781718 0.001238261423311654 0.0018557295662365554 0.0017078610623404433 0.0013047955869209815 0.0011278901353439681 0.0012334902351240906 0.0010514425614401371 0.0016128178682609509 0.0010219098883507138 0.0010396229460166162
leaf_count=578 126 312 126 149 87 186 58 137 41 212 37 233 63 273 74 45 66 173 213 79 142 32 113 140 90 125
internal_value=0 1.92622e-05 5.21644e-05 8.45939e-05 5.82708e-05 8.45094e-05 0.000116971 0.000161114 0.00012035 0.000156497 0.000194096 0.000135467 0.000217714 0.000268851 0.000193833 0.0001215 -0.000356605 -0.00064449 0.000333441 0.000218216 6.1978e-05 0.000324675 6.56733e-05 -0.000371792 0.000519154 0.000778394
internal_weight=0 0.0336587 0.0323587 0.031036 0.0299979 0.0289551 0.0275773 0.02576 0.0247542 0.0237349 0.0227268 0.0206543 0.0177727 0.0165978 0.0146628 0.013348 0.00409972 0.00309399 0.00924833 0.00754047 0.00623567 0.00443473 0.00320124 0.00288166 0.00207335 0.00207248
internal_count=3910 3784 3206 2894 2768 2681 2495 2346 2209 2168 1956 1794 1421 1363 1300 1226 284 239 942 729 650 377 345 373 203 162
is_linear=0
shrinkage=0.00145689


Tree=1679
num_leaves=16
num_cat=0
split_feature=14 124 484 40 13 48 4 3 150 1 47 3 4 52 0
split_gain=0.00012287 9.7116e-05 0.000140143 0.00014144 0.000189888 0.000198112 0.000177645 0.000190391 0.000140048 0.000151903 0.000153907 0.000126309 0.000226292 0.000104663 0.000186463
threshold=0.056865000000000006 -0.061329999999999989 -0.0043499999999999988 -0.064199999999999993 -0.23438999999999996 0.11930500000000001 -0.23071499999999998 -0.13927999999999999 0.090695000000000012 0.12864500000000004 0.09252500000000001 -0.078884999999999997 -0.083329999999999987 -0.07125999999999999 -0.14674999999999996
decision_type=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 12 -9 -13 -15
right_child=-2 2 3 4 5 -7 7 8 -10 -11 -12 13 -14 14 -16
leaf_value=0.0016041968345940625 -0.0022366165564581251 -0.002214536531217377 -0.0020653944256516519 0.0025320899592126459 -0.0017516038597719407 -0.0025344733433636671 0.0030392416337292703 0.0016873144798075178 -0.0018487477209275121 0.002904918444139233 -0.0019262896748543281 -0.00038996907429458068 -0.001853180964956119 0.0038711548560687974 0.00056537438387686562
leaf_weight=0.0016524751431342783 0.0010048698942695658 0.0011754751264908677 0.0011796312773426068 0.0014271847860205618 0.0016146004009830158 0.0011582695545042663 0.0011696411594013219 0.001315637757545382 0.0011695141186705569 0.0010220282081217233 0.0011815255732009963 0.0010449533562287561 0.0018201221897788458 0.0012799208781462124 0.0016551045202571509
leaf_count=301 144 566 143 147 189 85 131 348 194 62 153 110 854 48 435
internal_value=0 9.44783e-05 -4.24947e-05 0.000107356 0.000268976 4.51653e-05 0.000270277 0.000550291 0.00027274 0.000538974 0.000247545 0.000608497 -0.000367733 0.00137765 0.00200698
internal_weight=0 0.0198661 0.0182136 0.0170381 0.0158585 0.0144313 0.013273 0.0116584 0.0104888 0.00931929 0.00829726 0.00711574 0.00313576 0.00397998 0.00293503
internal_count=3910 3766 3465 2899 2756 2609 2524 2335 2204 2010 1948 1795 1202 593 483
is_linear=0
shrinkage=0.00650394


Tree=1680
num_leaves=30
num_cat=0
split_feature=1213 160 14 9 51 16 4 376 3 1374 12 2 48 48 47 48 0 13 52 16 43 403 3 3 4 52 13 2 13
split_gain=0.000617525 0.000456265 0.000447312 0.000412133 0.000354762 0.0004174 0.000537104 0.000463985 0.000406904 0.000416092 0.000353734 0.000317869 0.000428565 0.000451084 0.000563822 0.000425263 0.000388473 0.000477537 0.000384267 0.000334499 0.000315012 0.000310675 0.000309421 0.000370316 0.000250036 0.000229076 0.000185672 0.000175015 7.08039e-05
threshold=-1.0000000180025095e-35 -0.40446999999999994 0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.41476000000000007 -0.51381999999999983 0.048695000000000009 -0.22254999999999997 0.086000000000000007 0.051320000000000005 0.089910000000000004 0.12675000000000003 0.10417000000000001 0.084155000000000021 0.087035000000000015 -0.15291499999999997 -0.091849999999999987 -0.010284999999999997 0.20277000000000003 0.0033500000000000005 0.03138500000000001 0.090325000000000003 -0.08348499999999999 -0.0031049999999999997 -0.015539999999999998 -0.077799999999999994 0.11339500000000001 -0.13934999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 15 13 14 16 20 18 19 -13 28 21 22 23 26 -25 -19 -10 -27 -18
right_child=1 2 -4 4 5 10 7 -9 9 -11 -12 12 -14 -15 -16 -17 17 25 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30
leaf_value=-0.00083208037553001899 -0.00089812388885647618 0.00092745026855603453 -0.00070101684951432417 -0.00067287543432329193 -0.00088552898097275453 0.0011402591229434087 0.00078916158908240496 0.00085909127154574876 0.00062928506767555824 -0.00087839761043894229 7.9963879843928827e-05 0.00012351986444279243 -0.00044486175561616025 0.00095025124943685609 -0.00083170395348147394 -0.00096912301650227438 0.00054707038406243884 0.00012516984493122002 0.001244063797093646 -0.00017698977106261291 -0.00074536952198275765 0.00062166428492548562 0.0006214915810009025 -0.00016723184973729116 -0.0009993151135395807 -0.00095013251619162429 -0.00013224489464590594 -0.00014542855167279679 0.0010309615698752797
leaf_weight=0.0017142819807845202 0.001015445875684611 0.0011046625838651561 0.0014769743241452851 0.0012530931244024704 0.0011792915068191611 0.001305225849716706 0.0013440315823180981 0.0014200714721851462 0.001007976044546945 0.0010183669984490376 0.001170105774569663 0.0010761326349779665 0.0019373758716223497 0.001628631427217587 0.0010187869775175338 0.0011176857346488775 0.0012254137742861992 0.0019837652392887288 0.0013566441420336832 0.0010218528702239382 0.0011324884167805147 0.0014853084039410103 0.0010175820663961832 0.0014573031223240607 0.0013775276561194469 0.0010317287404515351 0.0016645609850097273 0.0010897690907627211 0.0011488405903647995
leaf_count=592 273 126 97 124 46 43 65 117 195 79 102 21 76 61 53 128 89 233 79 18 183 78 43 254 132 273 211 84 35
internal_value=0 2.75874e-05 5.36617e-05 8.59007e-05 5.81254e-05 8.65584e-05 4.0575e-05 7.88129e-05 3.79883e-05 -1.14688e-06 0.00063905 3.49058e-05 0.000168234 0.000262641 0.000160398 -0.000153759 0.000262142 0.000104446 0.000748394 0.0004929 -5.4082e-05 4.36521e-05 -8.79238e-05 -0.000219001 -0.000571566 -0.000216906 0.000154974 -0.000536773 0.000781213
internal_weight=0 0.0370666 0.0360512 0.0345742 0.0334696 0.0322165 0.0297411 0.0285618 0.0271418 0.0257977 0.00247533 0.0247794 0.0145189 0.0125816 0.0109529 0.0102604 0.00993415 0.00750137 0.00243278 0.00339611 0.00914275 0.00801026 0.00652495 0.00550737 0.00283483 0.00410526 0.00267254 0.0021215 0.00237425
internal_count=3910 3318 3045 2948 2822 2698 2553 2507 2390 2325 145 2246 1022 946 885 1224 832 732 100 142 1096 913 835 792 386 590 406 357 124
is_linear=0
shrinkage=0.00140032


Tree=1681
num_leaves=27
num_cat=0
split_feature=14 1213 1456 52 403 43 42 376 16 42 13 43 453 160 1374 0 160 51 0 52 49 42 4 1 52 2
split_gain=0.000458513 0.00041815 0.000406682 0.000343115 0.00033979 0.000385462 0.000361673 0.00066415 0.000413865 0.000386689 0.000439371 0.000371954 0.000279101 0.000322837 0.000248979 0.000340057 0.000371873 0.000316617 0.000324283 0.000335299 0.000369108 0.000347968 0.000499423 0.000584087 0.000540895 0.000104871
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.16180500000000003 -0.10770999999999999 1.0000000180025095e-35 0.41476000000000007 -0.089024999999999979 0.16421000000000002 -0.15109999999999998 1.0000000180025095e-35 -0.11175999999999998 -0.094679999999999986 -0.23029999999999998 0.093550000000000008 -0.07742499999999998 -0.16443499999999997 -0.048794999999999991 0.090115000000000015 0.088345000000000021 -0.056579999999999991 0.095155000000000017 0.084505000000000011 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
left_child=1 -1 -3 -4 -5 6 -6 8 9 -8 11 -11 13 -13 -15 -16 17 -17 -19 25 21 22 24 -24 -21 -20
right_child=-2 2 3 4 5 -7 7 -9 -10 10 -12 12 -14 14 15 16 -18 18 19 20 -22 -23 23 -25 -26 -27
leaf_value=-0.00076265642993296641 -0.00078394708745377351 -0.0007082998845913532 -0.00071493177976072184 -0.00066965909842648481 -0.00040989992781812943 -0.0005284281194154317 0.00089612983758276493 0.0011229615586337846 0.0010281196092062125 0.00089325498760164804 -0.00067316072818531783 -0.00058556906023747937 -0.00054371204324737065 -0.00043569294592933107 0.00076597011895691239 -0.00043768175844829585 -0.000631145707759005 -0.00032038081066137179 0.0005511541676230825 0.0010197277301916784 0.001021755846394444 0.00087152111998825663 -0.0011428109591807224 0.00013942045286742007 -0.00029945362482690585 0.0011749830451807546
leaf_weight=0.0013187935375787016 0.0014883564923729989 0.0013580609847309152 0.0010430621390565544 0.0010785146967867134 0.0019540609052494792 0.0016401878086709223 0.0011913071445573955 0.0014880553354912887 0.0010272180252813836 0.001178304551568087 0.0014310150420905185 0.0011601310645023002 0.0013002737890004381 0.0011997936352123864 0.0019945858714924694 0.0012971459739272448 0.0011070437879124326 0.0014593067779822182 0.0010041041937022214 0.0013774784769702191 0.0010363484795469224 0.0010141012328791499 0.0012459176001495655 0.0015800964370564774 0.0010931526537873992 0.0011154122135568212
leaf_count=578 126 312 290 557 117 198 76 172 45 54 73 226 69 61 69 150 114 48 66 38 68 96 114 73 37 83
internal_value=0 1.02632e-05 4.17484e-05 7.45892e-05 0.000102064 0.000130869 0.000170545 0.000215375 0.00015866 0.000119463 7.66156e-05 0.000129828 8.24461e-05 0.000128485 0.000178616 0.000226711 0.000146022 0.00021641 0.000294065 0.000388784 0.000247235 0.000120044 -2.38351e-05 -0.000425883 0.000436044 0.000879449
internal_weight=0 0.0336935 0.0323747 0.0310166 0.0299736 0.028895 0.0272549 0.0253008 0.0238127 0.0227855 0.0215942 0.0201632 0.0189849 0.0176846 0.0165245 0.0153247 0.0133301 0.0122231 0.0109259 0.00946661 0.00734709 0.00631075 0.00529665 0.00282601 0.00247063 0.00211952
internal_count=3910 3784 3206 2894 2604 2047 1849 1732 1560 1515 1439 1366 1312 1243 1017 956 887 773 623 575 426 358 262 187 75 149
is_linear=0
shrinkage=0.00140032


Tree=1682
num_leaves=30
num_cat=0
split_feature=1348 14 1456 1213 9 133 1374 11 376 1374 1 150 376 13 52 52 4 4 0 1 52 12 12 4 42 0 3 47 15
split_gain=0.00052558 0.000989845 0.000581723 0.000492478 0.00038576 0.000354801 0.000358735 0.000339504 0.000368731 0.000377932 0.000446725 0.000378032 0.000361549 0.000300431 0.000947504 0.000292334 0.000783638 0.000337439 0.000275147 0.000339036 0.000259944 0.000353867 0.000272302 0.00025525 0.000225514 0.000293042 0.000214928 0.000123522 8.09438e-05
threshold=0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24354499999999998 0.089520000000000016 0.088315000000000018 0.11605500000000001 -0.094679999999999986 0.14000500000000002 0.094545000000000018 0.048695000000000009 -0.015744999999999999 0.11588000000000002 0.10701500000000001 -0.23071499999999998 -1.0000000180025095e-35 0.047345000000000005 0.10305000000000002 0.048490000000000012 0.085185000000000025 0.090965000000000018 0.22584000000000001 -1.0000000180025095e-35 -0.15517999999999996 0.090325000000000003 0.10783500000000001 -0.16430499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 13 14 18 16 -15 24 19 20 21 -11 -23 -19 -18 -26 -17 -21 -25
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 -12 -13 -14 15 -16 26 17 23 -20 27 -22 22 -24 28 25 -27 -28 -29 -30
leaf_value=-0.0011403974932401133 0.0011511437628853266 -0.0014638372683125366 -0.00089357495313836658 0.0010179157044829942 -0.00090891008211126849 -0.00063772882936252392 -0.00088545398577635976 -0.00066881799010417632 -0.00072709808808127429 -0.0008890380066343235 0.0012580843082196421 0.00099307325946775275 0.0009701170700566953 -0.0014407015835119143 -0.0010393136221837336 0.0010067753326158143 -0.00015774739235350463 -0.00096069603763750599 0.0012902014251146088 0.00051593138185369869 0.00082540925399078396 0.00071290574335847439 -0.00030445651793910441 0.00020362101281172417 2.717526211013905e-05 0.0011291796758865719 -2.6510247644727691e-05 0.0012443303543444688 -0.00036177625604120084
leaf_weight=0.0011620354166276678 0.0010075072553763489 0.0012863344078417596 0.001456613670224787 0.0011426707334024752 0.0010106391672934359 0.0014038921895966885 0.0010040148794634432 0.001427957376748167 0.0012308146290095903 0.001026456541035746 0.0011027789202206753 0.0014846233027222535 0.0013274642639716219 0.0012157530410998882 0.0012401865252832109 0.0010178140994486782 0.0018543861024873393 0.0013398680005985205 0.0010306922769443005 0.0012571714268330703 0.0011490562934206028 0.0015070551497715634 0.0013360370617280237 0.0013295158611306562 0.0012691997724232351 0.0013304900934796304 0.0011588770450128294 0.0012496642116275325 0.0013986554077547453
leaf_count=347 49 125 541 126 203 61 72 108 28 174 100 152 84 112 226 82 319 117 31 102 135 187 204 38 28 60 30 32 37
internal_value=0 -5.00041e-05 1.27724e-06 3.99529e-05 8.13522e-05 4.75957e-05 7.90915e-05 0.000111711 0.00015115 0.000191141 0.000236551 0.000190613 0.000138901 8.80786e-05 0.000300927 -8.69281e-05 -0.000208433 -3.26398e-05 0.000495191 0.000386305 0.00014018 -6.32983e-05 0.000234823 -0.000374256 0.000279369 0.000591168 0.000456651 0.00087904 -8.6242e-05
internal_weight=0 0.0367507 0.0354644 0.0343023 0.0328457 0.0317031 0.0306924 0.0296884 0.0282605 0.0270296 0.0256257 0.024523 0.0230383 0.0217109 0.00979632 0.0119146 0.00973787 0.00852212 0.00855613 0.00752544 0.00501861 0.00386955 0.00284309 0.00406804 0.00445408 0.00259969 0.00217669 0.00250684 0.00272817
internal_count=3910 3861 3736 3389 2848 2722 2519 2447 2339 2311 2250 2150 1998 1914 1091 823 711 599 865 834 700 565 391 192 407 88 112 134 75
is_linear=0
shrinkage=0.0016407


Tree=1683
num_leaves=17
num_cat=0
split_feature=14 43 42 40 133 3 0 15 157 160 16 1 15 150 16 52
split_gain=0.00011481 9.9077e-05 0.000166492 0.000346975 0.000159548 0.000176618 0.000298653 0.000205568 0.000199111 0.000198622 0.000187511 0.000378887 0.000127057 0.000126814 8.42704e-05 3.34301e-05
threshold=0.05884000000000001 0.19761500000000001 -0.10770999999999999 -0.018084999999999997 0.093845000000000026 -0.10315499999999998 -0.053834999999999994 0.090325000000000003 -0.077534999999999979 -1.0000000180025095e-35 -0.19424999999999998 0.094695000000000015 -1.0000000180025095e-35 0.083205000000000015 0.061570000000000007 -0.074484999999999982
decision_type=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 8 -7 -10 -11 13 -5 -12 -14 -13
right_child=-2 -3 3 4 -6 6 -8 -9 9 10 11 15 14 -15 -16 -17
leaf_value=-0.001669629141611345 -0.0017003586237633755 -0.001482486680867468 0.0024890157087005737 0.00242027201076442 -0.0017948831315137391 0.0020024457823409809 -0.0026518501855253749 0.0022084429404497954 -0.0020624089811064885 -0.0014607568330614084 -0.001432874734538056 0.0015282102664074182 0.0014504650194125362 0.00068703997399374077 -0.00061507971013950041 0.0028274109311221748
leaf_weight=0.0012351024046679806 0.00101235247681175 0.0010274439345522015 0.0016897098080369951 0.0013699673566987536 0.001148714722236723 0.0010572262758541439 0.0011034095379485144 0.0011403839109249006 0.0014830030680826152 0.0017276782754513378 0.0019658636712740676 0.0010307603075450089 0.0010297692615424082 0.0011921868744906305 0.001048245536461101 0.0010529780911867626
leaf_count=212 141 238 335 115 576 271 216 276 392 143 633 64 62 47 129 60
internal_value=0 6.92023e-05 0.000151914 0.000276626 4.7987e-05 0.000187245 -0.000112152 0.000150975 -9.57522e-05 -0.000358193 4.44023e-06 0.000487365 0.00120783 -0.000632592 0.00040851 0.00218474
internal_weight=0 0.0203024 0.019275 0.0180399 0.0163502 0.0152015 0.0117535 0.0106501 0.0095097 0.00845247 0.00696947 0.00524179 0.00344798 0.00315805 0.00207801 0.00208374
internal_count=3910 3769 3531 3319 2984 2408 2102 1886 1610 1339 947 804 306 680 191 124
is_linear=0
shrinkage=0.00512831


Tree=1684
num_leaves=16
num_cat=0
split_feature=403 403 150 41 1374 151 42 43 15 14 13 160 15 457 16
split_gain=9.42616e-05 0.000134566 0.000142373 0.000203296 0.000190587 0.000132812 0.000158109 0.000221853 0.000169378 0.000280584 0.000223736 0.000211237 0.000168416 0.000104775 8.22676e-05
threshold=0.088015000000000024 0.010605000000000002 0.083205000000000015 0.075585000000000013 -0.094679999999999986 -0.03268999999999999 -1.0000000180025095e-35 -0.083899999999999988 -0.11399999999999998 -0.24487499999999998 -0.10023999999999998 -1.0000000180025095e-35 -0.053579999999999996 0.084715000000000013 0.20277000000000003
decision_type=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 -9 14 -12 -13 -6 -10
right_child=-2 -3 4 -5 13 6 7 8 10 -11 11 12 -14 -15 -16
leaf_value=-0.0017693497238044763 -0.0017361632565860781 0.0022135466095099736 -0.0012311618940814987 -0.0028094002743370428 0.00082494220469935193 -0.0015199723520763035 0.0023589400850107523 -0.00056486005692190082 0.0022436572826887704 0.0036247276623656349 -0.003554307230639135 0.00088136112910022009 -0.0018471581836619032 0.0031528393048076181 -0.00011719228424172067
leaf_weight=0.0015428682304418082 0.001089955685595472 0.0010117184929496056 0.0010330870030124117 0.0010830998859464322 0.0017088000269010464 0.0018501026354835201 0.0017194170562384809 0.0012343363231631932 0.0010974948207929667 0.0010839329537878544 0.0010998842906766119 0.0016015566151653402 0.0016666670085400083 0.001180118194704427 0.0010358733449171709
leaf_count=296 343 151 62 169 297 741 211 89 77 160 454 185 531 120 24
internal_value=0 7.84753e-05 -3.55905e-05 -0.000301858 0.000983805 -0.000106919 0.000100108 0.000384506 -4.12051e-07 0.00139403 -0.000497636 -0.00127661 -0.000510078 0.00177588 0.00109733
internal_weight=0 0.019949 0.0189372 0.0150152 0.00392201 0.0139321 0.0123893 0.0105392 0.00881975 0.00231827 0.00650148 0.00436811 0.00326822 0.00288892 0.00213337
internal_count=3910 3567 3416 2937 479 2768 2472 1731 1520 249 1271 1170 716 417 101
is_linear=0
shrinkage=0.00600863


Tree=1685
num_leaves=16
num_cat=0
split_feature=147 11 4 403 131 52 12 16 51 52 133 49 0 1 0
split_gain=9.98482e-05 0.00014614 0.000102103 0.000138688 0.00013482 0.000239272 0.000128011 0.000278272 0.000142588 0.000148943 0.000262811 0.000131333 0.000116203 0.000108134 1.12602e-05
threshold=0.08955500000000001 0.087830000000000005 0.28937500000000005 -1.0000000180025095e-35 0.097135000000000013 -0.24456499999999998 0.096055000000000015 0.20277000000000003 0.11893500000000001 0.086950000000000013 0.083815000000000014 -0.069934999999999983 -0.13870499999999999 0.088495000000000018 -0.074014999999999984
decision_type=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 -7 -13 -14 -8
right_child=-2 -3 -4 4 -6 6 14 -9 -10 -11 -12 12 13 -15 -16
leaf_value=-0.0018843887590822336 0.001520571295129136 -0.0020021785348495612 0.0011638700651560039 -0.0021591193493885022 0.0017993959611412728 -0.0020076069312320562 -0.00072190447177871439 0.002633465442176651 0.0017659521308085277 -0.0015481571360380715 0.0020297452750140713 0.001010355957410506 0.00029516373190219551 -0.0016552975559281889 -0.0014907858479208721
leaf_weight=0.001091375972134572 0.0010611065305357594 0.0010022569849026377 0.0018145045131685916 0.0013719905036425296 0.0010303367322027626 0.0010481258244660367 0.0010018445573554656 0.0012016096649134509 0.0011031661685320668 0.0017144819805624684 0.0015206663858768552 0.0018373802660962548 0.0015803824265884 0.0014185235736211554 0.001001865455949858
leaf_count=905 152 151 312 325 134 108 163 73 104 401 354 116 287 155 170
internal_value=0 -9.42901e-05 7.76841e-06 -0.000116199 5.70297e-06 -0.000119169 8.926e-05 0.000298957 2.45524e-05 -0.0001861 0.000129255 -0.000361875 -5.21039e-06 -0.000627431 -0.00110635
internal_weight=0 0.0197385 0.0187363 0.0169217 0.0158304 0.0148 0.013428 0.0114243 0.0102227 0.00911956 0.00740508 0.00588441 0.00483629 0.00299891 0.00200371
internal_count=3910 3758 3607 3295 2390 2256 1931 1598 1525 1421 1020 666 558 442 333
is_linear=0
shrinkage=0.00512831


Tree=1686
num_leaves=16
num_cat=0
split_feature=43 0 13 42 4 15 0 43 1 47 14 4 52 3 47
split_gain=8.99667e-05 0.000123206 0.000255837 0.000175256 0.000154958 0.000120167 0.000151375 0.000199185 0.000266979 0.000153183 0.000165762 0.000155014 0.000147364 0.000185564 0.000122488
threshold=0.19761500000000001 -0.017269999999999997 0.16421000000000002 0.060615000000000009 -0.34687499999999999 0.091600000000000015 -0.077944999999999987 -0.0037249999999999996 0.090820000000000012 0.09252500000000001 -0.13131999999999996 0.05309500000000001 1.0000000180025095e-35 0.090325000000000003 0.081905000000000019
decision_type=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 -1 10 -9 12 13 -12 -8
right_child=-2 3 -4 -5 -6 -7 14 9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.002477609254977209 -0.0014260885710688966 0.00056199307550237269 -0.0022088526210317346 -0.00087774423949101889 0.0029347302966054607 -0.0014425457046429175 0.0021652781068755211 -0.001246604312773297 0.00069708847374373945 -0.0013537608494554332 -0.0012222777264609991 0.0024684087967605847 0.0020713164594200915 0.0010561317124243299 -3.677060042995964e-05
leaf_weight=0.0016262208752730193 0.0010358012998999333 0.0016969859621278616 0.0013161945816383682 0.001033728909106385 0.0011036914237497154 0.001184625026661488 0.0015188559686913636 0.0010013678823204142 0.0010651653078193463 0.0011279151420409694 0.0016054306426441789 0.0012431114614360195 0.0011105466866133118 0.001892138337725946 0.001029913103595792
leaf_count=1106 252 202 185 119 116 513 381 51 217 94 158 131 172 77 136
internal_value=0 6.45895e-05 -0.000128631 0.000856816 0.00149704 6.1436e-05 0.000196199 -6.15632e-05 -0.00122116 0.000329506 0.000606567 0.000923715 0.00050701 1.03115e-05 0.00127547
internal_weight=0 0.0195559 0.0157215 0.00383441 0.00280068 0.0144053 0.0132207 0.0106719 0.00269139 0.00798051 0.0068526 0.00585123 0.00460812 0.00349757 0.00254877
internal_count=3910 3658 3221 437 318 3036 2523 2006 1323 683 589 538 407 235 517
is_linear=0
shrinkage=0.00492917


Tree=1687
num_leaves=15
num_cat=0
split_feature=1 457 15 133 11 457 133 160 43 48 16 12 0 1
split_gain=8.5248e-05 0.000106757 0.000103671 0.000127879 0.000129951 0.000136102 0.000123131 0.000152279 0.000109634 0.000139901 0.000116884 0.000189666 9.683e-05 9.17201e-05
threshold=0.12730000000000002 0.088055000000000008 0.099325000000000011 -0.10260499999999999 0.080455000000000013 -0.0034949999999999994 0.10681500000000001 -0.082384999999999986 0.0016850000000000001 0.078735000000000013 -0.15168999999999996 0.084235000000000018 -0.071924999999999989 0.088385000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 10 -9 13 -2 -12
right_child=12 -3 -4 4 -6 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.002094867359510112 0.0022596501415295296 0.0011072926005850693 -0.0019720240514767024 -0.0015693451129826634 -0.0018235261631692585 -0.0010744891746749775 -0.0014941201291892572 0.0015329265260693122 0.0022347943804540077 0.0018102531069290819 0.0015578841050650585 -0.0022377699608464698 6.2321581427213872e-05 -0.00064210965632570307
leaf_weight=0.0010392615591731319 0.001060689494297419 0.0019186089469305214 0.0011144784128921106 0.0013368855552719919 0.0011875071526099576 0.0015820533960540202 0.001057565000548444 0.0012449890505421991 0.0014876320191018616 0.0019868772521376976 0.001213574154559827 0.0012781890900182211 0.0016324592347961636 0.0012165734032892339
leaf_count=396 152 177 351 282 179 376 415 94 141 252 106 682 193 114
internal_value=0 -0.000153702 -0.000307355 -0.000180554 -3.41818e-05 0.000137118 0.000343249 0.000537371 0.000839945 0.000540959 3.18206e-05 -0.000472141 0.000927734 0.00045653
internal_weight=0 0.0176642 0.0157456 0.0146311 0.0135918 0.0124043 0.0110675 0.0100099 0.00842783 0.0069402 0.00495333 0.00370834 0.00269315 0.00243015
internal_count=3910 3565 3388 3037 2641 2462 2180 1765 1389 1248 996 902 345 220
is_linear=0
shrinkage=0.00566207


Tree=1688
num_leaves=16
num_cat=0
split_feature=1 49 0 15 43 49 42 0 49 49 3 0 43 16 52
split_gain=7.95218e-05 0.000135355 0.000157604 0.000153239 0.000130638 0.00028495 0.000126395 0.000106303 0.000259465 0.000144827 0.00016664 0.000125592 0.000165399 0.000110981 0.000100562
threshold=0.10398500000000001 -0.045004999999999996 -0.040094999999999992 -0.24219999999999997 -0.074254999999999988 0.0062100000000000011 0.091955000000000023 0.047345000000000005 -0.085974999999999982 1.0000000180025095e-35 0.090325000000000003 -0.077944999999999987 -0.0037249999999999996 -0.087089999999999987 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 7 8 -1 10 11 12 -10 -14 -9
right_child=1 2 -4 4 5 -7 -8 14 9 -11 -12 -13 13 -15 -16
leaf_value=-0.0032652605657297229 0.0019975679247233695 0.0012193638295625953 0.0020451404701453146 0.00048353572831881969 -0.0039623565305987258 0.00040674528083413201 -0.0021906927994991038 0.0024065705384286001 -0.0023599742244102499 -0.0020282329412392749 0.0022382539702204877 0.001610096425822912 0.0013444334743459923 -0.0011134178215121545 -0.00023194736310150544
leaf_weight=0.001052840721235738 0.0017079415235895234 0.0014794299831926219 0.0011957961128511406 0.0012186761249877165 0.0012513273269805225 0.0010159392605917361 0.0012194797585585561 0.0010994605516232445 0.0014228096950528969 0.001157610274259209 0.0013562251819869697 0.0011695266851996485 0.0014949052317461686 0.0012817145165964633 0.0010712309647402662
leaf_count=129 213 198 188 114 110 64 601 120 892 559 69 237 182 193 41
internal_value=0 0.0004709 4.76908e-05 -0.000433349 -0.00113476 -0.00200461 -0.000317724 -0.000112071 -0.000407599 -2.5924e-05 0.000318735 -0.000166145 -0.000660822 0.000209866 0.00110447
internal_weight=0 0.00786911 0.00616117 0.00496537 0.00348594 0.00226727 0.0123258 0.0111063 0.00893563 0.00788279 0.00672518 0.00536896 0.00419943 0.00277662 0.00217069
internal_count=3910 887 674 486 288 174 3023 2422 2261 2132 1573 1504 1267 375 161
is_linear=0
shrinkage=0.0061288


Tree=1689
num_leaves=27
num_cat=0
split_feature=1456 1213 14 454 1374 11 480 51 16 403 403 0 12 159 3 42 1 2 1 3 43 3 48 1 51 2
split_gain=0.00046975 0.000484071 0.000425509 0.000286806 0.00029068 0.000268426 0.000265094 0.000291389 0.000291645 0.000262359 0.000389127 0.000320742 0.0003715 0.000312474 0.000260788 0.000311526 0.000484113 0.000396245 0.000361692 0.000249967 0.000381218 0.000392094 0.000137783 0.000106442 5.32316e-05 9.22562e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 0.08456000000000001 0.077145000000000005 -0.063614999999999991 0.088015000000000024 0.03138500000000001 0.18055000000000002 0.11655500000000001 0.10519500000000001 -0.100615 -1.0000000180025095e-35 0.13767000000000004 0.10836000000000003 0.10937500000000001 -0.078669999999999976 -0.074254999999999988 0.088060000000000013 0.091555000000000011 0.094165000000000013 0.086575000000000027 0.095995000000000011
decision_type=2 2 2 2 2 2 2 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 22 10 11 12 13 14 -6 16 -16 19 -19 -17 -21 23 24 -22 -9 -23
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15 15 17 -18 18 -20 20 21 25 -24 -25 -26 -27
leaf_value=-0.00088348677378405393 -0.00085171764543282382 -0.00068029122447938286 -0.00079328988992721924 -0.00061011628577202048 0.00067672671293797883 -0.0004689750559693689 -0.00054702081958526365 0.00079906774486022405 -0.00010329493796139169 -0.00056546067043585012 0.0009998077079193873 0.000867183328271197 -0.00075736634447950925 -0.00057287350028633406 -0.0010826998993416035 -8.238738616987457e-05 0.00031930290171308358 -0.0009643999794246486 0.00019874875864945565 0.0011591368358864814 -0.00046641003729220437 0.00066171101482107378 0.0011981366205108884 0.0001924988151371231 0.00033773932045821773 0.00085901290732190829
leaf_weight=0.001316757087178543 0.0013396156292440195 0.0010157905480090426 0.0012359132556757349 0.0011463293328954896 0.0019816690825876686 0.0014545682950526375 0.0010345961630905667 0.001013063010940507 0.0010819728486555205 0.0010847202949817438 0.0011308606736742379 0.001132831713677839 0.0010868776061122567 0.0012507933159522791 0.0010803285552756234 0.0018765875395714204 0.0010128905758852724 0.0010139184012372127 0.0012886363867511547 0.0015045384688216739 0.0010559046506419456 0.0010079207459386674 0.0010702251564859155 0.0010260294364828892 0.0011154131480529128 0.0010041758179712978
leaf_count=369 555 79 92 66 134 122 250 26 102 154 53 25 74 169 384 414 20 91 110 149 108 45 76 61 130 52
internal_value=0 4.9526e-06 4.35841e-05 7.99129e-05 0.000108039 0.000139331 0.000174932 0.00020629 0.000550553 0.000130867 0.000171797 0.000117744 6.53054e-05 0.000124507 0.000187476 0.000105803 -0.000404283 0.000215002 -0.000313438 0.000377776 0.000532019 0.000301555 0.00077172 -0.000141683 0.000557312 0.000760178
internal_weight=0 0.0310462 0.0297066 0.0284706 0.0274549 0.0263085 0.024854 0.0238194 0.00428067 0.0195387 0.018454 0.0173231 0.0161903 0.0151034 0.0138526 0.0118709 0.00209322 0.00977771 0.00230255 0.00747516 0.00559857 0.00409403 0.0031987 0.00208193 0.00212848 0.0020121
internal_count=3910 3541 2986 2894 2815 2749 2627 2377 334 2043 1889 1836 1811 1737 1568 1434 404 1030 201 829 415 266 232 169 156 97
is_linear=0
shrinkage=0.00145689


Tree=1690
num_leaves=17
num_cat=0
split_feature=484 52 0 157 49 13 457 160 133 151 4 4 0 16 0 4
split_gain=8.64455e-05 7.90721e-05 0.000124602 0.000260845 0.000298172 0.000259328 0.00011669 8.3256e-05 0.00016469 0.000192093 0.000155336 0.000167035 0.000167347 0.000128777 8.21786e-05 2.05999e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.017269999999999997 -0.077534999999999979 -0.045004999999999996 -0.0073699999999999989 0.087555000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0008699999999999999 0.25367000000000006 -0.0025899999999999994 0.12500000000000003 -0.0090499999999999973 -0.10209999999999998 -0.086329999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 13 -9 -10 11 12 15 -3 -13 -11
right_child=1 7 -4 4 5 -7 -8 8 9 10 -12 14 -14 -15 -16 -17
leaf_value=-0.001466731339488155 0.0028445425315715735 -0.0027154252887094266 0.0023764606842201609 -0.00030208707911287178 0.00031075952471232727 -0.0037760950088122757 0.0025020392618045561 -0.0016644539927181084 -0.0019470050562324236 0.0016053654313442031 0.0024487258661704597 -0.0022116727497050012 -0.00051414666896271177 0.00024202039752161558 0.00013504696332280536 0.0028049855003698717
leaf_weight=0.0013741266416759093 0.001106951229550894 0.0010914696836140728 0.0011946914585600462 0.0010104050226145411 0.0010184145460741534 0.0012468701430958171 0.0011406117149772577 0.0017062566941863167 0.0011029059791679849 0.0010676180134162605 0.001523800271954201 0.0010674069614227122 0.0013821092753563136 0.0010362225508672223 0.0010877866534808904 0.0010017078095740928
leaf_count=612 155 428 211 144 256 176 51 723 120 139 194 38 33 197 116 317
internal_value=0 9.44865e-05 0.000616962 0.000236378 -0.000417361 -0.00193875 0.00118485 -0.000196379 3.45339e-05 0.000386628 0.000747585 0.00028524 0.00110478 -0.0012751 -0.00102722 0.00218607
internal_weight=0 0.0187852 0.00671794 0.00552325 0.0044163 0.00226528 0.00215102 0.0120673 0.00993959 0.00823333 0.00713043 0.00560663 0.00345144 0.00212769 0.00215519 0.00206933
internal_count=3910 3298 993 782 627 432 195 2305 1680 957 837 643 489 625 154 456
is_linear=0
shrinkage=0.00600863


Tree=1691
num_leaves=14
num_cat=0
split_feature=1 0 403 4 2 0 3 0 16 151 15 16 15
split_gain=8.03676e-05 0.000203529 9.75504e-05 0.000233252 0.000117756 0.000318865 0.000161344 0.000149237 0.000223751 0.000120755 7.02148e-05 0.000151683 3.93034e-05
threshold=0.076710000000000014 -0.084074999999999997 0.03138500000000001 -0.16401499999999997 0.089785000000000018 -0.13506999999999997 0.12046500000000002 -0.066689999999999985 -0.14259999999999998 -0.0088999999999999982 0.024640000000000006 0.20277000000000003 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 7 6 9 8 -5 -6 11 -3 -10
right_child=2 10 -4 4 5 -7 -8 -9 12 -11 -12 -13 -14
leaf_value=-0.002226668189377539 -0.0025351258738989428 -0.0019130149313385534 0.0019821022429650395 0.00077333891673544769 -0.00018277664298090173 0.0037509973546924632 -0.0011430563590771356 0.0010678338531917102 -0.0014259599223879283 0.0022257100220531931 0.0010769558325798799 0.00075480888726051337 -0.003024464897224661
leaf_weight=0.0018104015273559182 0.0010633742028002833 0.001336000080569423 0.0010390750237351263 0.0015131117565294634 0.0013424002399131663 0.0011263633151384483 0.0017691644300277254 0.001920576341159495 0.0011221478987323303 0.0015640188270765604 0.0016513939610603434 0.0016565751958361463 0.0010179943100853944
leaf_count=1009 242 227 142 143 100 246 109 188 96 129 571 201 507
internal_value=0 -0.000551266 0.000248116 0.000103272 0.000349902 0.000937345 0.000259527 -0.000261583 -0.00096048 0.00111329 0.000101871 -0.00043621 -0.00218632
internal_weight=0 0.00645437 0.0134782 0.0124392 0.0113758 0.00580195 0.00467558 0.00557383 0.00365325 0.00290642 0.00464397 0.00299258 0.00214014
internal_count=3910 2008 1902 1760 1518 584 338 934 746 229 999 428 603
is_linear=0
shrinkage=0.00589082


Tree=1692
num_leaves=30
num_cat=0
split_feature=31 1213 1429 14 3 1374 15 2 376 158 151 50 48 160 2 0 4 0 0 42 49 3 0 15 1 1 43 16 47
split_gain=0.000711966 0.000446539 0.000440218 0.000455386 0.000356416 0.000338843 0.000370399 0.000735209 0.000508197 0.000517689 0.000470679 0.000545035 0.000379911 0.00037243 0.000278681 0.000525242 0.000404742 0.00043267 0.000539764 0.000401688 0.000380523 0.000367194 0.000365707 0.000249891 0.000186756 0.000178392 0.000172211 0.000188955 0.000109909
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 0.084750000000000006 -0.095799999999999982 0.091025000000000009 0.11605500000000001 0.089220000000000008 -0.03268999999999999 0.089465000000000017 0.085575000000000012 -0.091109999999999983 0.11230000000000001 -0.230625 -0.49837999999999999 -0.070894999999999986 -0.082994999999999985 0.08110500000000001 -0.082494999999999985 0.086245000000000016 0.055865000000000005 0.090325000000000003 0.11235500000000002 0.10884000000000001 -0.072649999999999978 0.15100500000000003 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
left_child=-1 -2 -3 4 5 6 7 12 9 13 -9 -12 24 -8 15 -15 -17 18 19 20 -18 -22 25 -21 -4 -16 28 -28 -19
right_child=1 2 3 -5 -6 -7 8 10 -10 -11 11 -13 -14 14 22 16 17 26 -20 23 21 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0012605509587104644 -0.0008673219108789917 -0.0010342211156079742 -0.00075588090461738925 -0.00090124356470681693 0.00084104406359961938 -0.00086837194962534727 -0.00052854934627370189 -0.00051434821558021902 -0.00083870208076744545 -0.00080979538836366369 0.0010658218761108768 -0.00032930109146321471 -0.0015299013121592229 0.0014281076214492251 -0.00092236172615603289 -0.00050121747746335768 -0.00069065533051570712 0.00077594103924490544 -0.00062128940450389958 0.00037017024564237451 -3.1209254187401398e-05 0.0011132062817348245 0.00067507759181902516 0.0012913217039701652 8.3239282089114458e-05 -6.0782235229360813e-05 0.00090461688647768684 1.8246504065949406e-05 0.0014218366760629104
leaf_weight=0.0010047017792929039 0.001562633954484526 0.0010002692197870191 0.0016782599622563385 0.0012738239566560941 0.0012788440692808037 0.0010193403281780746 0.0013778393391130064 0.0015116222215802999 0.0012078299949962448 0.0011682913208729264 0.0018148737386464858 0.0010604682515349961 0.0010638362104635757 0.001082663122121008 0.0010239164832637196 0.001329721671606156 0.0011540098222830864 0.0016429620895603847 0.0016199402920632497 0.0014412766868909244 0.001991153923566239 0.001010159845122871 0.0010089595273305996 0.0013760452453306371 0.0010188949235128142 0.001308562790269252 0.0011115280738804101 0.0011907455227908592 0.0010211531430854848
leaf_count=113 592 179 74 109 150 104 299 55 11 174 228 47 123 31 109 82 43 63 472 296 215 17 28 21 40 76 112 34 13
internal_value=0 -5.8322e-05 -2.29972e-05 6.07992e-06 4.05673e-05 8.80938e-06 3.74544e-05 -0.000245914 0.00013755 0.000191493 0.000184095 0.00055128 -0.000747494 0.000248031 0.000303435 0.000388383 0.000312777 0.000392605 0.000182638 0.000369413 6.3858e-05 0.00035397 -0.0001026 0.000820082 -0.000438889 -0.000439 0.000755879 0.000446182 0.00102351
internal_weight=0 0.0373496 0.035787 0.0347867 0.0335129 0.0322341 0.0312147 0.00814796 0.0230668 0.0218589 0.00438696 0.00287534 0.00376099 0.0206906 0.0193128 0.0159714 0.0148887 0.013559 0.00859259 0.00697265 0.00415532 0.00300131 0.00334144 0.00281732 0.00269715 0.00233248 0.00496639 0.00230227 0.00266412
internal_count=3910 3797 3205 3026 2917 2767 2663 567 2096 2085 330 275 237 1911 1612 1399 1368 1286 1064 592 275 232 213 317 114 185 222 146 76
is_linear=0
shrinkage=0.00154607


Tree=1693
num_leaves=16
num_cat=0
split_feature=484 1374 52 52 1 12 16 39 49 52 47 4 52 16 43
split_gain=7.88629e-05 8.21242e-05 0.000129195 0.000188253 0.000151381 0.000109949 0.000180477 8.14709e-05 0.000104268 0.000144057 0.0001477 0.000183102 0.000201417 0.00016991 7.25439e-05
threshold=-0.0043499999999999988 -0.094679999999999986 -0.048794999999999991 -0.40083499999999994 0.11215000000000001 0.085185000000000025 -0.0070049999999999991 0.085060000000000011 0.082865000000000008 0.11401500000000002 0.09252500000000001 0.05309500000000001 0.0033900000000000002 -0.078844999999999985 -0.00084499999999999994
decision_type=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 11 12 13 -4 -14
right_child=1 2 7 4 -6 -7 -8 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.0012990827619950821 -0.0014628567425185911 -0.0011430754448553367 -0.00033979841554703514 0.0016545198694420298 0.0031921337409169617 0.0021081140818519986 -0.0015401713317113345 0.0011529146387112097 0.00093467175826473213 -0.0024161468681914489 -0.0019385833627118066 0.0015771062977664586 -0.00046691013858242241 -0.0034060182462826711 0.0014773160236281977
leaf_weight=0.0013635991911869335 0.0010009069149168317 0.0011499486556490399 0.001249053148489776 0.0010848137763937102 0.0010739779329316801 0.0012631841456678117 0.0010948194914902577 0.0013062481287958111 0.0017220207648016512 0.0011229677892568499 0.0013783816435983809 0.0017811702072982466 0.0010716427126978836 0.0010049168299772239 0.0013195226914948241
leaf_count=612 68 356 218 144 162 168 132 204 303 373 85 176 432 285 192
internal_value=0 8.38851e-05 0.000171735 0.000862113 0.00137262 0.00080503 4.98416e-05 -0.000155484 -0.000315967 -0.000557198 -0.000289725 6.39395e-05 -0.000516282 -0.00170685 0.000605977
internal_weight=0 0.0186236 0.0176227 0.00566674 0.0045168 0.00344282 0.00217963 0.0119559 0.0106497 0.00892766 0.00780469 0.00642631 0.00464514 0.00225397 0.00239117
internal_count=3910 3298 3230 962 606 444 276 2268 2064 1761 1388 1303 1127 503 624
is_linear=0
shrinkage=0.00555105


Tree=1694
num_leaves=27
num_cat=0
split_feature=14 9 1456 52 1213 1374 1374 150 11 453 1 133 0 403 151 13 0 39 12 16 48 4 12 15 1 1
split_gain=0.00045278 0.000435604 0.000392543 0.000320612 0.000334374 0.000319185 0.000321983 0.000481818 0.000361432 0.000313041 0.000398617 0.000440263 0.000568413 0.000359047 0.000380141 0.000513115 0.000385223 0.000608676 0.000321557 0.000310205 0.000206072 0.000211329 0.000183281 0.000208181 0.000129811 0.000125022
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.094679999999999986 0.087110000000000007 0.09833500000000002 0.088315000000000018 0.086795000000000011 1.0000000180025095e-35 0.10599500000000002 -0.089879999999999974 0.03138500000000001 -0.087049999999999988 -0.060719999999999989 -0.10303999999999998 0.005105000000000001 -0.051479999999999991 -0.094359999999999986 0.086065000000000016 -0.083329999999999987 0.084235000000000018 0.084565000000000015 0.11420000000000001 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
left_child=1 -1 -3 -4 -5 -6 7 8 9 10 11 12 -7 14 -12 18 19 25 -16 -17 21 22 -14 -24 -20 -18
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 13 -13 20 -15 15 16 17 -19 24 -21 -22 -23 23 -25 -26 -27
leaf_value=0.00098778217023471628 -0.00089676806324896937 -0.00084819654848648568 -0.00078320298467625491 -0.00066082666713094629 -0.00067950929390622077 -0.00065641192896304297 -0.00072858463592880766 0.0009949565731261884 -0.00068038086091826719 -0.00065289550707468315 0.0010222878026826044 -0.00097300609387534955 0.00082245675434290037 0.0011366582892080755 -5.7337798653597241e-06 0.00070329380321435377 -0.00135315035727928 0.00036774955972214256 0.00064856942333100143 -0.00019001709696668125 0.00082004403132620728 -0.00035523022785192369 -0.00035619276098362943 0.00059711689690189257 0.0013792591567394123 -0.00058871187976119977
leaf_weight=0.0010718158368375882 0.0013450884586182479 0.0012945986942440165 0.0011437107973311092 0.0015012562604818638 0.0012412095426874705 0.0019847888287340331 0.0010247145203714494 0.0015367157074944729 0.0013325540666926363 0.0011146090597815564 0.0014348673436255241 0.0011083619276280746 0.001254828289612756 0.0012800223506705963 0.0011601931897792517 0.001956922038949524 0.0010258479822375897 0.001342349809766441 0.0012432979234777725 0.0017692394936119644 0.0013819256150648107 0.001433376825184034 0.0011904947616070416 0.0010138822759109267 0.0010912750567747542 0.0010197567676164532
leaf_count=126 126 349 298 533 65 281 87 166 61 58 75 276 18 56 118 43 201 71 192 58 72 318 71 64 53 74
internal_value=0 1.78348e-05 -1.37826e-05 2.04169e-05 5.06085e-05 8.75125e-05 0.000121882 0.000154552 0.000103178 0.000147038 0.000186331 -5.80527e-05 6.473e-05 0.000358153 0.000275412 0.000174396 -6.39174e-05 -0.000441216 0.000659519 0.000279136 0.000292846 0.000143937 0.000350775 8.2273e-05 0.000990124 -0.000972069
internal_weight=0 0.0339526 0.0328808 0.0315862 0.0304425 0.0289412 0.0277 0.0266753 0.0251386 0.023806 0.0226914 0.00936766 0.0082593 0.0133238 0.0120437 0.0106089 0.00711412 0.00338795 0.00349477 0.00372616 0.00627451 0.00489258 0.00345921 0.00220438 0.00233457 0.0020456
internal_count=3910 3784 3658 3309 3011 2478 2413 2326 2160 2099 2041 1100 824 941 885 810 447 346 363 101 543 471 153 135 245 275
is_linear=0
shrinkage=0.00154607


Tree=1695
num_leaves=15
num_cat=0
split_feature=1 0 15 47 43 47 48 16 160 13 1 42 43 12
split_gain=7.88003e-05 0.000181734 0.000100951 0.000114208 0.000119578 0.000165779 0.000201014 0.000215227 0.000177414 0.000122319 0.000111656 7.29511e-05 0.000107369 6.96845e-05
threshold=0.076710000000000014 -0.084074999999999997 0.090505000000000016 0.13177500000000003 -0.049504999999999987 0.09252500000000001 0.084500000000000006 -0.088144999999999987 0.088485000000000008 -0.062819999999999987 0.10688500000000002 -1.0000000180025095e-35 -0.083899999999999988 0.093125000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 7 -6 -8 -2 -9 -3 -13 -14
right_child=2 11 -4 -5 5 -7 8 10 -10 -11 -12 12 13 -15
leaf_value=-0.0021200689904748073 0.00038749684738498838 -0.0012957589121910054 -0.0014184265971990719 -0.0012104877932730929 0.0030936039410209806 -0.0018934099537993715 -0.0021956850985803702 0.0013162131222997793 0.0010178786489824577 0.0027269708683942732 -0.0010794270003321718 0.0017339890363700843 -0.0014775710711947701 0.00061753887289221299
leaf_weight=0.0018255864818272306 0.0015210894297692096 0.0010512919977971047 0.0011566175849632441 0.0013571418098443653 0.0015352423692392174 0.001111436609422034 0.0013696602844672778 0.0016740157150247877 0.0010556487104853574 0.0015823150778187774 0.0011314413717091742 0.0014153971689306877 0.0010167611084458406 0.0012023664081398794
leaf_count=1009 363 442 336 73 215 122 100 271 45 271 106 117 203 237
internal_value=0 -0.000543375 0.00024567 0.00040167 0.000600919 0.000215077 0.000561434 0.00132041 -0.000796938 0.00158031 0.000350051 7.09019e-05 0.000466211 -0.0003424
internal_weight=0 0.0065114 0.0134946 0.012338 0.0109808 0.00787745 0.00676601 0.0043407 0.00242531 0.0031034 0.00280546 0.00468582 0.00363452 0.00221913
internal_count=3910 2008 1902 1566 1493 859 737 592 145 634 377 999 557 440
is_linear=0
shrinkage=0.00589082


Tree=1696
num_leaves=28
num_cat=0
split_feature=1429 1213 14 1374 11 1456 1 403 0 52 1374 150 45 13 0 0 52 3 40 16 16 133 2 1 133 1 0
split_gain=0.000456531 0.000453312 0.000414442 0.000376648 0.00040078 0.000463894 0.000432722 0.000499577 0.00047718 0.00056732 0.000393995 0.000581167 0.000376002 0.000452801 0.000356092 0.000339735 0.000548553 0.000329886 0.000303257 0.00069454 0.000309792 0.000256825 0.000243009 0.000236856 0.000228922 0.000178334 0.000407914
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.090240000000000015 0.088315000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.03138500000000001 0.18055000000000002 0.086950000000000013 -0.095439999999999983 0.083205000000000015 0.093765000000000015 -0.060719999999999989 -0.13027499999999997 0.047345000000000005 -0.11051499999999999 -0.084129999999999996 1.0000000180025095e-35 0.10994000000000002 -0.006474999999999999 0.083815000000000014 0.097575000000000009 0.10786000000000001 1.0000000180025095e-35 0.094890000000000016 -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
left_child=-1 -2 3 4 5 -3 8 10 9 15 -8 12 13 14 -12 16 -7 -18 19 20 25 -19 -13 -16 -11 -15 -27
right_child=1 2 -4 -5 -6 6 7 -9 -10 24 11 22 -14 18 23 -17 17 21 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=-0.00097023861958325493 -0.00078692670835694186 -0.00074850806667074309 -0.00071486489470247016 -0.00080052983477405003 -0.00060887344571310532 -0.0010179747526756653 -0.00047674580606750738 0.0011034891971369188 0.00067019022102641243 -0.00034242893204906004 0.00135958879023283 0.00054555584790621462 -0.00067799096101472749 -0.00053593819275487881 -0.00013454282798022309 0.00071746862989975374 -0.000418248037266866 -0.00013706861561768691 0.00078637714384028983 -0.0011161566848130597 0.00070651889040665786 0.00078951534647542611 0.0014527857866334423 0.00072319309561434816 -0.0011716722380405323 -0.00035658939660732585 0.00062922791685230274
leaf_weight=0.0010508169158541239 0.0014779246479274524 0.0012169448439842681 0.0014921923040250853 0.0010239720635283325 0.0016244155788029948 0.0011244426343195732 0.00151720056197746 0.001520090954999275 0.0016214600979083124 0.0015116243130268159 0.0010994235792542995 0.0014523301381723632 0.001005546939509828 0.0011786251133143405 0.0011304767179707289 0.0012960204759613347 0.0015037935092930563 0.0010301305635310159 0.0010604832780898299 0.001097544561405428 0.001544765574771464 0.0016549801403762665 0.0011023245393747549 0.0017276112884840322 0.0013268380230418431 0.0018518224713987364 0.0017168922158084026
leaf_count=181 592 281 111 74 88 203 34 69 20 192 65 119 33 121 198 28 283 152 26 94 97 133 135 152 268 64 97
internal_value=0 3.61671e-06 3.65916e-05 6.963e-05 9.66997e-05 0.000133328 0.000169011 0.000302381 -5.99751e-05 -0.000185288 0.000232735 0.000300147 0.000178849 0.000248289 0.000654973 4.86695e-05 -0.000114463 0.00012807 5.7824e-05 -4.67302e-05 0.000139812 0.000434036 0.000937022 0.000383928 -0.000730058 -4.45921e-05 0.000117683
internal_weight=0 0.0369099 0.035432 0.0339398 0.0329158 0.0312914 0.0300744 0.0190051 0.0110693 0.00944783 0.017485 0.0159678 0.0134132 0.0124076 0.00395751 0.00660937 0.00531335 0.0041889 0.00845013 0.00738965 0.00629211 0.00268511 0.00255465 0.00285809 0.00283846 0.00474734 0.00356871
internal_count=3910 3729 3137 3026 2952 2864 2583 1304 1279 1259 1235 1201 947 914 415 799 771 568 499 473 379 285 254 350 460 282 161
is_linear=0
shrinkage=0.00145689


Tree=1697
num_leaves=26
num_cat=0
split_feature=1213 1456 9 11 14 3 15 3 124 453 0 150 42 49 12 43 52 1 0 48 42 1 3 43 2
split_gain=0.000439675 0.000427714 0.000326089 0.000287592 0.00029151 0.000430167 0.000330612 0.000329488 0.000382541 0.000294939 0.000393881 0.00065615 0.000357496 0.000503629 0.000305315 0.000501977 0.000476462 0.000393933 0.000277374 0.000274779 0.00026052 0.000595717 0.000177776 0.00017282 0.00014925
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.077685000000000018 -0.12008499999999998 -1.0000000180025095e-35 0.30601500000000009 -0.061329999999999989 1.0000000180025095e-35 -0.230625 0.08882000000000001 0.083725000000000008 -0.085974999999999982 0.097955000000000014 -1.0000000180025095e-35 0.092550000000000007 0.09112000000000002 -0.10783 0.092930000000000013 0.091955000000000023 0.12263000000000002 -0.078884999999999997 -0.086304999999999979 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
left_child=-1 -2 -3 4 5 6 -4 8 -7 10 19 12 13 -12 15 -15 17 18 -17 -10 22 -22 23 -14 -8
right_child=1 2 3 -5 -6 7 24 -9 9 -11 11 -13 20 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00077433597041735554 -0.00077197318841776372 0.00077137721136907292 0.0011456046158807771 -0.00057132705077072242 -0.00062981430976797529 0.00059551028542158344 -7.2913122302764987e-05 0.00072715696476373577 0.00093851324130079616 -0.00078608690545678753 -0.0011289047795549959 -0.00099975896927159886 0.00071937183810803025 -0.00084827513534063747 0.00041370469221672332 0.00055300826642951985 0.00063780091287457031 -0.00080922872051891791 -0.0004246950086686436 1.6243197559467534e-05 -0.00062954913242296514 0.00076886834623852637 0.0010093852521333613 -9.9924430703010313e-05 0.00063871153308387016
leaf_weight=0.0015209699496992598 0.0013672864714901747 0.0012090184563562636 0.0012078529453005693 0.0016163556568428153 0.0012428779630635481 0.0018487552158365497 0.0013997977320059319 0.0012398862164804672 0.0013072311828432491 0.0011473243581359141 0.0010472924125046737 0.0015700417288510007 0.0010020756462363334 0.0019153961340308261 0.0019811844271125367 0.0012808224102094368 0.0016720424635497388 0.0016358321162468492 0.0011007124077573489 0.0013291746354298084 0.0015839198451394199 0.0010227635704458393 0.0010500436300229224 0.0011038410840144841 0.0010540009113242377
leaf_count=592 332 128 91 143 70 177 84 142 55 67 45 187 56 357 203 26 56 96 125 24 400 63 85 286 20
internal_value=0 1.06341e-05 4.34897e-05 1.54268e-05 4.73135e-05 7.68429e-05 0.000533874 9.46769e-06 -2.82404e-05 -8.12601e-05 -4.20091e-05 -0.000117663 -3.31952e-05 -0.00018846 -8.57138e-05 -0.000215821 -2.89904e-06 -0.000269561 0.000101127 0.00047354 0.0002533 -8.08632e-05 0.000529304 0.000289928 0.000232757
internal_weight=0 0.0339355 0.0325682 0.0313592 0.0297429 0.0285 0.00366165 0.0248383 0.0235985 0.0217497 0.0206024 0.017966 0.0163959 0.0106333 0.00958599 0.00760481 0.00568941 0.00401737 0.00238153 0.00263641 0.00576264 0.00260668 0.00315596 0.00210592 0.0024538
internal_count=3910 3318 2986 2858 2715 2645 195 2450 2308 2131 2064 1985 1798 908 863 660 303 247 151 79 890 463 427 342 104
is_linear=0
shrinkage=0.00142833


Tree=1698
num_leaves=29
num_cat=0
split_feature=14 1213 1374 151 151 1456 38 52 133 457 14 160 1 0 131 16 13 4 52 47 13 4 48 2 2 16 52 16
split_gain=0.000471388 0.000416566 0.000404848 0.000385795 0.000424949 0.000615946 0.000367225 0.000373342 0.000424337 0.000396813 0.000452933 0.000431622 0.00038133 0.000417557 0.00049236 0.000407058 0.000460208 0.000370506 0.000295281 0.00039045 0.00033417 0.000316817 0.000291017 0.000236786 0.00042487 0.000216755 5.77923e-05 3.01417e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -0.27336999999999995 -0.11319999999999998 -1.0000000180025095e-35 0.089560000000000015 -0.42985499999999993 0.10681500000000001 -0.0034949999999999994 -0.46879999999999994 -0.217635 1.0000000180025095e-35 -0.13027499999999997 0.064640000000000017 0.0015250000000000001 -0.10023999999999998 -0.083329999999999987 0.078330000000000025 0.09252500000000001 -0.092894999999999991 0.05309500000000001 0.084905000000000022 0.097360000000000016 0.090050000000000005 -0.077034999999999978 0.10062000000000001 -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
left_child=1 -1 -3 -4 -5 -6 7 -7 9 22 -11 -12 15 25 18 16 -13 -18 19 20 -15 -22 -9 24 -17 27 -25 -14
right_child=-2 2 3 4 5 6 -8 8 -10 10 11 12 13 14 -16 23 17 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29
leaf_value=-0.00075877492698593531 -0.00085421258404525208 -0.00072466397820659294 -0.00079337558637066711 0.00098613763570054537 -0.0010203272502055261 -0.00068720427517700257 -0.00073680023823079915 0.00013205481464208035 -0.00059312248665598912 -0.00064737762894486329 -0.00057126128445841309 0.00057912406065016402 0.0010886584524863751 0.0010853167371888215 0.0011673217272423668 0.00081464892152147811 5.1265000290392179e-05 -0.00099296899821561748 0.00093003447235205617 -0.00050599208494924342 -0.00035442652951468348 0.00070222167592721096 -0.00087713459646154303 0.00060786868966369563 -0.00051077526354519813 0.00055851798015170017 0.0011165894145730992 0.0014314772120160772
leaf_weight=0.0015411955725083961 0.0015023467572059515 0.0014961454540909349 0.001119155202240262 0.0012286361298142747 0.0011318261811525945 0.0011675346812221035 0.0011089586002634979 0.0014598057810988876 0.0015097165553943628 0.0011109381820308952 0.001122528834426372 0.0013245066682772144 0.001183826739374505 0.0010068161364577225 0.0014484711928920146 0.0010955626845450261 0.001514530711091755 0.0016110373067207695 0.0010507972865916315 0.001893247046843155 0.0016482991215404242 0.0010784975009813236 0.0011929896778092308 0.0010505194595626932 0.0011274941346286482 0.0017797742594576242 0.0010028201468230691 0.0011731927135600895
leaf_count=578 126 66 82 78 307 269 69 125 401 51 243 38 84 65 125 33 116 352 39 56 242 76 88 56 28 77 9 31
internal_value=0 1.22836e-05 4.65917e-05 8.14094e-05 0.000111982 7.71046e-05 0.00011898 0.000152217 0.000188005 0.00023358 0.000297021 0.000344469 0.000393443 0.000565788 0.000366226 0.000151253 -0.000169663 -0.000486973 0.000192458 5.47179e-05 0.000339044 6.3497e-05 -0.000321788 0.000485203 0.000142418 0.000957799 0.00085632 0.00125929
internal_weight=0 0.0361788 0.0346376 0.0331415 0.0320223 0.0307937 0.0296619 0.0285529 0.0273854 0.0258757 0.0232229 0.0221119 0.0209894 0.0122629 0.00812613 0.00872647 0.00445007 0.00312557 0.00667766 0.00562686 0.00373361 0.0027268 0.0026528 0.0042764 0.00222306 0.00413679 0.00205334 0.00235702
internal_count=3910 3784 3206 3140 3058 2980 2673 2604 2335 1934 1721 1670 1427 795 603 632 506 468 478 439 383 318 213 126 61 192 65 115
is_linear=0
shrinkage=0.00151575


Tree=1699
num_leaves=17
num_cat=0
split_feature=147 484 1375 11 48 47 48 3 1 47 13 43 43 160 4 2
split_gain=8.32012e-05 0.000144406 0.000101924 0.000121534 0.000156088 0.000147516 0.000210324 0.000107341 0.000105069 0.000159679 0.000108974 0.000166775 0.000189853 0.000104498 0.000125892 0.000136118
threshold=0.08955500000000001 -0.0043499999999999988 -0.072014999999999982 0.08184000000000001 0.016865000000000002 0.09585500000000001 0.08784500000000002 0.092005000000000017 0.13084000000000004 0.09252500000000001 0.16421000000000002 -0.091614999999999988 -0.0037249999999999996 -0.080734999999999987 0.05309500000000001 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 -6 -8 9 10 11 -4 -13 -14 15 -15
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12 12 13 14 -16 -17
leaf_value=-0.0019557096886523941 0.0015665398687356509 -0.0015479506297970036 0.0022266055005883655 -0.0016379474064611274 0.0027332779655698932 0.0030271970437760485 0.00073496248869781239 -0.0017301372983990332 0.0014073731349092873 -0.0023517869833012384 -0.0017401541937911323 -0.0017507243316721534 -0.0011075877207885811 -0.0014271271327494239 0.0023981395783051825 0.0011332012912756244
leaf_weight=0.0012523822965813626 0.0010154800057003413 0.0012216062707280919 0.0011169063636382922 0.001143097878339743 0.0010226833702606788 0.0010558987199558931 0.0012823182229312197 0.0010141871330011654 0.0013565104634441225 0.0010584568418374749 0.0010537049855048755 0.0017379203433116521 0.0011335525037336341 0.0010484282106408872 0.0011756591148910367 0.0018235479806064936
leaf_count=596 152 119 225 197 129 128 226 68 181 126 130 922 99 228 94 290
internal_value=0 -9.58373e-05 3.18326e-05 0.000145202 0.000273561 0.00118385 0.00059745 -0.00035368 -7.26117e-05 -0.000270442 -2.80786e-05 0.000196414 -0.000131307 0.000411893 0.000837428 0.000198542
internal_weight=0 0.0194969 0.0182445 0.0170229 0.0158798 0.00437509 0.00331919 0.00229651 0.0115047 0.0101482 0.00908972 0.00803601 0.00691911 0.00518119 0.00404764 0.00287198
internal_count=3910 3758 3162 3043 2846 551 423 294 2295 2114 1988 1858 1633 711 612 518
is_linear=0
shrinkage=0.00566207


Tree=1700
num_leaves=17
num_cat=0
split_feature=403 484 11 403 1374 47 43 16 12 16 51 51 4 0 3 2
split_gain=7.98428e-05 0.000101938 0.000114883 0.000121915 0.00010657 0.000104581 0.000180759 0.000247667 0.000122674 0.000121871 0.000121258 0.000142661 0.0001202 0.000224531 0.00012282 0.000130981
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08776500000000001 0.088015000000000024 -0.094679999999999986 0.13177500000000003 -0.15648499999999999 0.15100500000000003 0.092255000000000018 0.0015250000000000001 0.077145000000000005 0.092720000000000011 -0.083329999999999987 -0.10071499999999999 0.082730000000000012 0.11085000000000002
decision_type=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 12 -12 -8 14 -14 -16
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 11 -13 13 -15 15 -17
leaf_value=-0.0014803964964164448 -0.0013929862922978146 -0.0016585661620325866 -0.0017016920192359781 -0.0016460641998551837 0.0023560269531190162 -0.0010719690606532737 0.0018602153008730909 -0.0026649598497314672 -8.4084400160597397e-05 0.0025236571532097048 0.0032633908886591616 0.00023629513444295739 0.0016236574522588564 -0.0024564971420952598 0.0010094542698789357 -0.0018799463757703139
leaf_weight=0.0011647447492819296 0.0010182650532701834 0.0010658871116619303 0.0010217241578942817 0.0010179244513718938 0.0018608938225872481 0.0012355333058214355 0.0011515277932086223 0.0010766331356639189 0.0014304226839826351 0.0012576673833310454 0.0010713456144837152 0.0010077295142318886 0.0016893789904614048 0.0011422213733934417 0.0010224107986531727 0.001071931913543267
leaf_count=930 60 264 151 325 136 58 71 193 177 278 78 183 189 678 76 63
internal_value=0 7.70192e-05 0.000179364 0.000292061 0.000415088 0.000537683 0.000681984 0.000420669 -0.00119242 0.000850242 0.000592217 0.00179615 0.000180355 -0.000212343 0.000465118 -0.000469406
internal_weight=0 0.0191415 0.0180756 0.0170539 0.016036 0.0150177 0.0137822 0.0119213 0.00250706 0.00941421 0.00815655 0.00207908 0.00607747 0.00492594 0.00378372 0.00209434
internal_count=3910 2980 2716 2565 2240 2180 2122 1986 370 1616 1338 261 1077 1006 328 139
is_linear=0
shrinkage=0.00577531


Tree=1701
num_leaves=16
num_cat=0
split_feature=1 159 42 51 43 16 0 13 49 160 0 4 15 3 4
split_gain=8.96676e-05 0.000135978 0.000108153 9.84159e-05 0.000195476 0.000145243 9.16298e-05 0.000156825 0.000190826 0.000112743 8.52608e-05 8.08497e-05 0.00011083 5.85652e-05 3.80055e-05
threshold=0.10398500000000001 0.073745000000000019 0.091955000000000023 0.12342500000000002 -0.079804999999999987 -0.45301499999999995 0.039665000000000006 0.0024700000000000004 -0.084114999999999981 0.087260000000000018 -0.13870499999999999 -0.078484999999999985 -0.0058549999999999991 -0.013944999999999997 0.00046500000000000008
decision_type=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 11 -7 -10 14 -8 -13
right_child=1 -3 -4 -5 5 10 13 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.0023237264286107406 -0.0010769186788610189 0.0022508271969829772 -0.0018301734558937761 -0.0012585436133610525 -0.00033348911868147455 0.0030952453765573373 0.0015579296530056259 -0.0023907403371249509 -0.00037249659969616539 -0.0013709106189340751 0.0010727286104708867 0.00098060775352040654 0.0021545031505950884 -0.0001624426372462874 -0.00047880798603945412
leaf_weight=0.0010114004959504864 0.0016961458912843411 0.0010664603836864628 0.0012318185846767653 0.0011931093381742919 0.0013125300035307652 0.0010385482367718524 0.00135493039628376 0.0010235421424768659 0.0019096110066788453 0.001106458076311656 0.0015220539618107896 0.0010066226023982081 0.0014818693982658285 0.0010327832379166688 0.0011126451783119787
leaf_count=130 152 233 601 97 131 48 108 417 606 204 226 402 242 63 250
internal_value=0 0.000444743 -0.000300667 0.000159915 0.000463792 0.00113851 -0.000130006 -0.000390466 -0.000122086 0.000214422 0.00189304 0.000532728 0.00101275 0.000813799 0.000214394
internal_weight=0 0.00782885 0.0122717 0.00676239 0.00556928 0.00387313 0.0110399 0.00865215 0.00762861 0.00661721 0.0025606 0.00551075 0.00360114 0.00238771 0.00211927
internal_count=3910 887 3023 654 557 405 2422 2251 1834 1704 274 1500 894 171 652
is_linear=0
shrinkage=0.0054422


Tree=1702
num_leaves=16
num_cat=0
split_feature=1 0 52 52 51 50 457 49 160 4 2 16 13 13 133
split_gain=7.89024e-05 0.00016527 9.53304e-05 0.000161839 0.000154147 0.000166892 0.000196169 0.000124673 0.000242613 0.000106333 9.74932e-05 0.000129892 6.85033e-05 0.000148504 8.41123e-06
threshold=0.076710000000000014 -0.084074999999999997 -0.27466499999999994 -0.091329999999999981 -0.07742499999999998 0.10119500000000002 -0.0034949999999999994 -0.047309999999999998 -0.021529999999999997 -0.077519999999999992 0.10045500000000002 -0.10808 0.083175000000000013 -0.074599999999999986 0.083815000000000014
decision_type=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 -11 13 14 -3
right_child=2 12 3 4 5 -7 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=-0.0022656531275056253 -0.0013463931997079012 0.00012474360840372814 0.0025287919226628236 -0.0020854023910695098 -0.001726730765939908 -0.0020028921341918881 0.0026449936443336008 0.0035233321510486082 0.0017840491460203499 0.00023768898161461414 0.00083085647205882447 -0.0030108397923247605 0.0011931236297290679 -0.0023814552033152633 0.00095697188592757179
leaf_weight=0.0018146653818955803 0.0013787780387956037 0.0010060362666116096 0.0014109308930605755 0.0011309770225981239 0.0011613818879734365 0.001041190357955136 0.0017853338134107312 0.0010253318629212839 0.0010920222650810975 0.0010171602464721513 0.0013258078475861627 0.0010666842933408196 0.0014983425202007017 0.0011347223374079951 0.0010497776091596966
leaf_count=1009 208 125 217 133 78 240 221 218 182 116 157 132 135 572 167
internal_value=0 -0.00059904 0.000273673 0.000458938 0.000184614 0.000454437 0.000756376 0.00115075 0.000668086 1.77555e-05 -0.000547942 -0.00142518 4.59644e-05 -0.000492765 0.000549711
internal_weight=0 0.00650354 0.0134356 0.0120568 0.0106459 0.00951491 0.00847372 0.00731234 0.00552701 0.00450167 0.00340965 0.00208384 0.00468888 0.00319054 0.00205581
internal_count=3910 2008 1902 1694 1477 1344 1104 1026 805 587 405 248 999 864 292
is_linear=0
shrinkage=0.00650394


Tree=1703
num_leaves=28
num_cat=0
split_feature=1213 14 1456 1374 11 454 16 150 13 13 1374 0 39 42 376 160 1 2 49 160 133 42 43 14 15 0 3
split_gain=0.000492525 0.000460679 0.00039181 0.000386702 0.000350955 0.000329803 0.000392392 0.00038848 0.000344406 0.000274409 0.000301299 0.000374458 0.000329465 0.000555439 0.00057959 0.000451958 0.000289714 0.000542333 0.000350627 0.000331199 0.000393672 0.000388941 0.000324519 0.000272254 0.000386889 0.000179791 0.000156585
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.087785000000000016 0.088315000000000018 -1.0000000180025095e-35 -0.50763499999999995 -0.047069999999999994 -0.092894999999999991 -0.52445999999999982 -0.094679999999999986 -0.23029999999999998 0.13419 -0.10770999999999999 1.0000000180025095e-35 -0.11175999999999998 0.11257500000000001 0.11125500000000001 -0.086904999999999996 0.031805000000000007 0.084285000000000013 -1.0000000180025095e-35 -0.0026049999999999992 -0.071824999999999986 -0.055679999999999993 -0.10071499999999999 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -9 -11 -12 13 -13 15 -15 17 18 -17 20 21 -20 26 -18 -25 -24 -23
right_child=1 -3 3 -5 -6 6 7 9 -10 10 11 12 -14 14 -16 16 23 -19 19 -21 -22 22 25 24 -26 -27 -28
leaf_value=-0.00086626529802938553 -0.00071792595494834849 -0.00079713271102826576 -0.00065998854214764126 -0.00076273894926578219 -0.00058645339260038267 0.0013491049626873839 0.00095438237264507488 -0.00056864867727395593 0.00020509614438289254 -0.000559883833765592 0.00091053549275144346 -0.00091183106913484118 0.00089815568952015786 -0.00084628269566188147 0.0010967190642266744 -0.00058328276544584144 0.0010316605534530011 -0.00080100175504351108 -0.00046777180794301302 0.00083983510452178731 -0.00062720126646798719 0.00047115809504151416 0.00044729453736257218 -0.00034028225329832201 0.00082028846297052505 -0.00029021232231953427 0.001196238214730931
leaf_weight=0.0013628165443070319 0.001315144582021476 0.0013822935377630899 0.0010017325843638672 0.0010753429669447803 0.0014073120617616999 0.0010426292904111012 0.0010973810275949339 0.0012413052219262212 0.001106747297973768 0.0012502550964246231 0.0012798941789355809 0.0011060407519563184 0.0010341813058563068 0.0010462667822335727 0.0011842230614860774 0.0012361131499361031 0.0012093519520268992 0.0014529750766265068 0.0012415257930631649 0.0015042180183117981 0.0012479044095594083 0.0013447921208519786 0.001357508695752286 0.0012634575669205478 0.0010928893855304276 0.0013400275699613556 0.001108459508353473
leaf_count=592 312 112 65 89 115 45 56 35 128 59 27 130 42 269 138 83 72 150 286 155 412 98 45 118 41 181 55
internal_value=0 9.96408e-06 4.52831e-05 7.84395e-05 0.00010942 0.00014466 0.00017475 0.000123692 0.000760037 8.49694e-05 0.000121352 0.000161814 0.000113342 7.00221e-05 0.000131621 6.21252e-05 0.000123845 1.63031e-05 0.000130702 0.000227216 0.000106603 0.000249855 0.000422829 0.000480745 0.000197998 8.09308e-05 0.000798773
internal_weight=0 0.03297 0.0315877 0.0302725 0.0291972 0.0277899 0.0267881 0.0246388 0.00214938 0.0235414 0.0223001 0.0210498 0.0197699 0.0187358 0.0176297 0.0164455 0.0153992 0.0118335 0.0103805 0.00914444 0.00764022 0.00639231 0.00515079 0.0035657 0.00235635 0.00269754 0.00245325
internal_count=3910 3318 3206 2894 2805 2690 2625 2452 173 2396 2361 2302 2275 2233 2103 1965 1696 1465 1315 1232 1077 665 379 231 159 226 153
is_linear=0
shrinkage=0.00142833


Tree=1704
num_leaves=14
num_cat=0
split_feature=158 156 50 42 1 42 0 3 12 13 15 15 3
split_gain=7.85956e-05 0.00013433 0.000148935 0.000163112 0.000182358 0.00016069 0.000158979 0.000237032 0.00013292 0.00010814 0.000160184 0.00012247 0.000136657
threshold=0.084965000000000027 0.091280000000000014 0.10119500000000002 -1.0000000180025095e-35 0.12381000000000002 0.091955000000000023 -0.070894999999999986 -1.0000000180025095e-35 0.051320000000000005 -0.094679999999999986 1.0000000180025095e-35 -0.095799999999999982 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 9 -8 -1 -5 11 -11 -13
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 -12 12 -14
leaf_value=0.00033059505796291424 -0.0012069657701510653 -0.0017002645248492176 -0.0016106217503117932 0.0012546658411798218 0.0023033847781891857 -0.0010423843056647046 0.0028535532914742991 -0.00018612884532436975 -0.0017663088507671345 -0.00067589682274154768 -0.0016581520216881716 -1.1981763611355784e-05 0.0023009319847843912
leaf_weight=0.0014802075160717512 0.001294744081578209 0.001019681218601908 0.0011048478673325963 0.001892131638293491 0.0013273097560786299 0.0018076719748652765 0.0016132949484636283 0.0010843528743365045 0.0015796494967439054 0.0018075872420423005 0.0013335955452372095 0.0014379339103698808 0.001172113451518797
leaf_count=124 423 331 435 152 199 460 161 50 741 161 272 342 59
internal_value=0 7.40318e-05 0.000176591 0.000296004 0.000533948 0.000340628 0.000582387 0.00163172 -0.00075193 0.000212036 -0.000130985 0.000330037 0.0010267
internal_weight=0 0.0186604 0.0176407 0.0165358 0.013476 0.0121487 0.010341 0.00269765 0.00305986 0.00764336 0.00575123 0.00441763 0.00261005
internal_count=3910 3487 3156 2721 1856 1657 1197 211 865 986 834 562 401
is_linear=0
shrinkage=0.00502775


Tree=1705
num_leaves=14
num_cat=0
split_feature=4 15 48 15 3 160 2 160 133 42 16 48 0
split_gain=8.34671e-05 0.00018098 0.000131325 0.000157487 0.00014702 0.000135627 0.000104558 0.000125006 0.00021538 0.000167149 9.46167e-05 7.3289e-05 6.75297e-05
threshold=0.27020000000000005 -0.11739999999999999 0.093225000000000016 -0.10071499999999999 0.11476000000000001 0.087825000000000014 0.10137500000000001 -1.0000000180025095e-35 -0.0023199999999999996 -0.090359999999999982 -0.083564999999999987 0.11930500000000001 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -9 -10 -11 -4 -2
right_child=12 2 11 4 -6 -7 -8 8 9 10 -12 -13 -14
leaf_value=-0.0026668719766002632 0.00022728576265335318 0.001939661199145739 0.0026202325656487974 -0.0016213680708615048 0.0011788180541294625 -0.0028459114776258174 -0.0019458758911815826 -0.0019242135889952587 -0.0012699112187953402 0.0029599566539469328 0.00077482249974752981 0.00029547067366552125 0.0022186033935870167
leaf_weight=0.0011139416892814056 0.0018305217249784539 0.0012226947619037561 0.0010816111616628312 0.0018611761982921379 0.0018843951729259354 0.0011267061238030293 0.0016736417597698408 0.0013713366002804745 0.0010321925734500812 0.0013609083509588671 0.0019747990777584943 0.0011246615516122827 0.0011136734244005268
leaf_count=253 193 72 159 774 83 281 399 571 104 148 502 92 279
internal_value=0 -0.000183232 -7.17162e-06 -0.000242753 -0.000459961 -0.000756872 -0.000503074 -0.000185364 0.000280318 0.000972448 0.00166632 0.00143517 0.000980523
internal_weight=0 0.0168281 0.0157141 0.0135079 0.0122852 0.0104008 0.00927405 0.00760041 0.00573924 0.0043679 0.00333571 0.00220627 0.0029442
internal_count=3910 3438 3185 2934 2862 2779 2498 2099 1325 754 650 251 472
is_linear=0
shrinkage=0.00637641


Tree=1706
num_leaves=26
num_cat=0
split_feature=1213 1456 14 151 49 159 159 457 11 16 2 13 151 49 130 12 42 4 1 4 49 52 15 52 2
split_gain=0.00049082 0.000429121 0.000350661 0.000375226 0.000382977 0.000293628 0.000384372 0.000344911 0.000305686 0.000291374 0.000269022 0.000256767 0.000266588 0.000270234 0.000530256 0.000313098 0.000275808 0.000344874 0.000202607 0.000398996 0.000362152 0.000189192 0.000204329 0.000173498 0.000150975
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.27336999999999995 0.10447000000000002 0.073745000000000019 0.11014500000000001 -0.066264999999999991 0.089965000000000003 -0.46853499999999992 0.097940000000000013 -0.51172499999999987 0.056555000000000001 -0.088729999999999989 -0.0015749999999999998 0.10333000000000002 0.091955000000000023 -0.0021099999999999995 0.094695000000000015 0.074650000000000008 -0.0090499999999999973 -0.010284999999999997 0.084050000000000014 0.085110000000000019 0.12732500000000002
decision_type=2 2 2 2 2 2 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 10 -5 9 -9 -7 -11 13 -13 -15 16 17 21 20 -20 -19 -16 23 -23 -6
right_child=1 2 -4 4 24 6 -8 8 -10 11 -12 12 -14 14 15 -17 -18 18 19 -21 -22 22 -24 -25 -26
leaf_value=-0.0008125159852026433 -0.00075471867755845838 -0.00074859238572792277 -0.00068878540118364525 -0.00056609349918709654 0.0010067404060654774 0.00032418633609179829 -0.00026633818505228195 0.00069301825948625876 -0.00072200574394711383 -0.00059253894596838228 0.0012218928496322791 -0.00039616050928558994 -0.00044009482534958802 -0.00058348878212850688 6.5592902986715313e-05 0.00092860324020214351 -0.00028456238318106726 0.00027023742570149477 0.00090345456181831229 -0.00014637250488408254 -0.00083180259550625745 0.0013732585734227557 0.00025310660403831211 0.0006216305470621062 0.00027844333184832547
leaf_weight=0.0015377698105079043 0.0014252026475773802 0.0010924041041444612 0.0012726700261191928 0.0019989257885781866 0.0013256501553217106 0.0015871403698672895 0.0011686484984080592 0.0016324417054541717 0.0010020166547590739 0.0012278061945462616 0.0012799831015836149 0.0017287298798649422 0.0017917881476163791 0.0015995360497068631 0.0010847936675794619 0.0015099739444559565 0.0019018210965126578 0.0013928756141581289 0.0013906651405584114 0.0017172540004959519 0.0011600513694174546 0.0012556694858341048 0.0011824963600525207 0.0013555189073178875 0.0011100277608940556
leaf_count=592 332 95 92 213 155 191 154 136 84 19 118 74 78 194 224 135 304 31 29 57 127 73 254 71 78
internal_value=0 2.83547e-05 6.1404e-05 9.07842e-05 0.000119982 7.33303e-05 0.000437903 1.43174e-05 6.49072e-05 0.00010086 0.000724954 5.32389e-05 9.48142e-05 0.000150282 0.000211028 0.000302122 0.000226086 0.000318233 7.35786e-05 0.000323382 -0.00023053 0.000602123 0.000755542 0.000983074 0.000674829
internal_weight=0 0.0351941 0.0337689 0.0324962 0.0314038 0.0289681 0.00403577 0.0249324 0.0229334 0.0219314 0.00286712 0.020299 0.0190712 0.0172794 0.0155507 0.0139511 0.0124411 0.0105393 0.00566085 0.00310792 0.00255293 0.00487848 0.00379368 0.00261119 0.00243568
internal_count=3910 3318 2986 2894 2799 2566 463 2103 1890 1806 309 1670 1651 1573 1499 1305 1170 866 244 86 158 622 398 144 233
is_linear=0
shrinkage=0.00145689


Tree=1707
num_leaves=23
num_cat=0
split_feature=1213 1456 14 453 38 124 40 3 52 12 50 48 4 150 4 3 52 3 15 43 15 3
split_gain=0.000409991 0.000349428 0.000326943 0.000248299 0.000327669 0.000478167 0.000406832 0.000288422 0.000289182 0.000356291 0.000263058 0.000328033 0.000286971 0.000326767 0.000222276 0.000184411 0.000251842 0.000163016 0.000255407 0.000199733 0.000170328 0.00016011
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 -0.40083499999999994 -1.0000000180025095e-35 0.10625000000000001 0.11930500000000001 0.40359500000000004 0.090480000000000019 -0.23071499999999998 0.086245000000000016 0.086950000000000013 -0.089974999999999986 0.085120000000000015 -0.07526999999999999 1.0000000180025095e-35 -0.115685
decision_type=2 2 2 2 2 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 -10 11 12 13 14 21 16 17 20 19 -19 -16 -11
right_child=1 2 -4 -5 -6 6 7 -9 9 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00080975276562521412 -0.00074374302431805392 0.00085392988983516304 -0.00069854764817585955 -0.00050149193796138018 -0.00062022753379747367 -0.00059009828305776738 -0.00051137413923035629 0.00080581531359368648 0.00089692962785204214 0.00016141022338649207 -0.00058458271581737005 -0.0005992420674808171 0.00071618668580347516 -0.00045788985277958751 0.00037010816484093784 0.00069902636082775716 -0.00037754997021129691 0.00056345628187407187 0.00086681910633662907 -0.00022584979159415052 -0.00040840479909257961 -0.00057992856080139681
leaf_weight=0.0012577500356824719 0.0011688336195293447 0.0016862468874394151 0.0011358667082675402 0.0014216255261496604 0.0011830317415697502 0.001642885131107801 0.0014383605946668909 0.0011805362480547801 0.0011453430945389245 0.0011994578865994754 0.0010623277089322055 0.0011142540088222566 0.0017806323712616931 0.0016897732257287199 0.0011615947762239264 0.0017915065702993616 0.0012413006725203179 0.0012897015921396479 0.0018248358508253792 0.001226513089394806 0.0010484782622137701 0.001090771449101126
leaf_count=592 332 251 92 90 87 131 295 127 55 27 240 36 114 174 87 44 422 166 200 185 101 62
internal_value=0 6.59691e-06 3.75269e-05 6.82436e-05 9.964e-05 0.000134239 8.13093e-05 0.000133131 9.36317e-05 0.000140251 9.07874e-05 0.000134379 0.000187651 0.000118267 0.000200258 0.000293914 0.000200778 0.000310359 0.000467971 0.000178714 7.74706e-07 -0.000191668
internal_weight=0 0.0295239 0.028355 0.0272192 0.0257976 0.0246145 0.0229283 0.0212854 0.0201049 0.0186665 0.0175211 0.0164588 0.0153446 0.0135639 0.0118742 0.00958393 0.00779242 0.00655112 0.00434105 0.00251621 0.00221007 0.00229023
internal_count=3910 3318 2986 2894 2804 2717 2466 2335 2208 1913 1858 1618 1582 1468 1294 1205 1161 739 551 351 188 89
is_linear=0
shrinkage=0.00140032


Tree=1708
num_leaves=26
num_cat=0
split_feature=1213 14 9 44 3 1374 4 2 15 48 0 13 159 16 131 12 150 2 52 133 2 1 0 16 43
split_gain=0.000411669 0.000325399 0.000354943 0.000306199 0.000380757 0.000361755 0.000249697 0.00034709 0.000722707 0.000461379 0.000572806 0.000560773 0.000419275 0.000302343 0.000387699 0.000482285 0.000353202 0.000224244 0.0002186 0.000189245 0.000392584 0.00016781 0.000112551 0.000110672 8.43029e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088980000000000017 0.24227500000000002 0.084470000000000003 -0.51381999999999983 0.097940000000000013 -0.11739999999999999 0.12862000000000004 -0.15291499999999997 -0.089899999999999994 0.090705000000000022 -0.11180499999999999 0.097135000000000013 0.091555000000000011 0.086420000000000011 0.10393500000000001 -0.015039999999999998 -0.085714999999999986 0.079395000000000007 0.085835000000000009 -0.089879999999999974 -0.14118999999999995 -0.0083249999999999973
decision_type=2 2 2 2 2 2 2 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 17 13 21 15 16 19 -12 24 -15 -21 -10 -22 -20 -13
right_child=1 -3 3 -5 -6 -7 7 9 12 -11 11 18 -14 14 -16 -17 -18 -19 23 20 22 -23 -24 -25 -26
leaf_value=-0.00089411663387539448 0.00096456256036636721 -0.00077690587618512331 -0.00055783688402809728 -0.00079041200470053 0.00093619714157952886 -0.00094077709170041837 -0.0011440083242888468 0.0012117843361084671 0.0001131954905894864 -0.00056984999430935305 0.0014360950713407168 0.00058147446854035962 -0.0009122435474849315 0.0006646173079915157 0.00092120424212246272 -0.0011164078912077556 -0.00069502724108459312 0.00039943983285918507 -0.00013302260831636777 -0.00065252672543747805 3.5355738658052609e-07 0.00085561803969272702 0.00058811792747861798 -0.00086899262590696641 -7.5192062090746479e-05
leaf_weight=0.0013509868292786156 0.0010483426616116473 0.0012999158512406175 0.0016826092962795225 0.0011808844957812417 0.0011900611920744033 0.0010041286415694009 0.001455940937919945 0.0020033705960990642 0.0013390920261235556 0.0012946817631398497 0.001020375749237302 0.0010202286762507071 0.0010944946355138938 0.0015718059819033207 0.0010305231474823104 0.001103859135340877 0.0014675900360738847 0.0011465442689344574 0.0011108621055255508 0.001532305273469277 0.0015148162381056866 0.001913104878851879 0.0019005116323739281 0.0010086858595450528 0.001003254921184471
leaf_count=592 126 112 64 44 145 106 178 93 113 71 17 192 186 124 120 355 111 50 123 169 106 52 336 174 151
internal_value=0 1.18358e-05 4.42428e-05 1.27025e-05 4.49508e-05 7.36459e-06 4.23478e-05 8.19011e-05 -6.37776e-05 0.000323345 0.000462447 0.000224538 4.49271e-05 0.000123262 -1.3833e-05 -0.000119827 1.79071e-05 0.000887588 -0.000122256 0.000178396 2.39287e-05 0.000549926 0.000327424 -0.000483268 0.000255895
internal_weight=0 0.032938 0.0316381 0.0305897 0.0294088 0.0282188 0.0272147 0.025532 0.015924 0.009608 0.00831332 0.00630995 0.0144681 0.0133736 0.0101214 0.00909089 0.00798703 0.00216692 0.00414303 0.00651944 0.00494763 0.0032522 0.00341533 0.00211955 0.00202348
internal_count=3910 3318 3206 3080 3036 2891 2785 2721 1850 871 800 707 1672 1486 1321 1201 846 67 640 735 611 165 442 297 343
is_linear=0
shrinkage=0.00160853


Tree=1709
num_leaves=16
num_cat=0
split_feature=124 123 133 484 15 42 0 3 42 43 474 1 4 2 1
split_gain=7.85231e-05 0.000120502 0.000171316 0.000178931 0.000117535 0.000346555 0.00020913 0.000151802 0.000152254 0.000220346 0.000124329 0.000137304 0.000215173 0.000194281 0.000138296
threshold=0.08919500000000001 1.0000000180025095e-35 0.093845000000000026 -0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.083674999999999986 -0.15464999999999998 0.083970000000000017 -0.079109999999999986 0.080165000000000014 0.094890000000000016 0.41315500000000005 0.091025000000000009 0.11215000000000001
decision_type=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 10 -10 11 13 14 -9 -13
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 -12 12 -14 -15 -16
leaf_value=-0.0024208817691843913 0.0015699470050853774 0.001578166762484925 -0.0022314830677348952 0.0025175775921126688 -0.0038206556134625109 0.0014108357527172857 -0.00040398822694184063 -0.0024484072198592949 -0.0029470143110858376 0.0006419926950253646 0.0025887317993857602 0.0035029867568296736 -0.0012244610463754383 0.00072474500135515519 0.00067505972464237919
leaf_weight=0.0010826046266071551 0.0010731578039563918 0.0014288403097570878 0.0014277700863462436 0.0011339836742505745 0.0012952041172881595 0.0016481222128490389 0.0012919489712759922 0.0012410019210615693 0.0011961358475854056 0.0012769087255614514 0.0010089990350545808 0.0012223989499073884 0.0010129315213003448 0.0015880907109808023 0.0012761339886277479
leaf_count=495 76 293 624 159 251 395 336 186 288 204 129 92 120 177 85
internal_value=0 -0.000100351 -0.000235833 -6.07535e-05 0.000107434 -0.000742627 -0.00211447 0.000436026 0.000195719 -0.0010939 0.000629661 0.000317906 0.00111156 -0.000667181 0.00205861
internal_weight=0 0.0191311 0.0177022 0.0162745 0.0151919 0.00423528 0.00258715 0.0109566 0.0098226 0.00247304 0.00734956 0.00634056 0.00351146 0.00282909 0.00249853
internal_count=3910 3834 3541 2917 2422 982 587 1440 1281 492 789 660 297 363 177
is_linear=0
shrinkage=0.00600863


Tree=1710
num_leaves=29
num_cat=0
split_feature=1213 1365 14 51 1 43 376 47 1 403 4 42 48 16 48 50 2 160 3 2 3 42 15 0 4 4 16 15
split_gain=0.000547938 0.000370928 0.000393143 0.000396757 0.000516681 0.000461645 0.000636199 0.000476103 0.000436082 0.000629836 0.000714861 0.00039877 0.000473002 0.000467474 0.000621615 0.000531698 0.000455228 0.000372566 0.00036154 0.000385254 0.000454995 0.000490881 0.000392191 0.000380751 0.000263544 0.00044297 0.000105148 7.69446e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 0.14000500000000002 0.24789500000000006 0.048375000000000008 0.11896000000000002 1.0000000180025095e-35 0.03138500000000001 -0.16401499999999997 -1.0000000180025095e-35 0.12675000000000003 -0.110495 0.084905000000000022 0.076980000000000007 0.10433000000000002 -0.025614999999999995 -0.15327499999999997 0.10705000000000002 0.097615000000000021 0.083725000000000008 0.083935000000000023 -0.083564999999999987 0.0057500000000000008 -0.0025899999999999994 -0.40374499999999997 -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
left_child=-1 2 3 -2 5 6 7 8 18 10 -10 -12 13 14 26 16 17 -15 -5 20 21 23 -23 -20 25 -19 -13 -6
right_child=1 -3 -4 4 27 -7 -8 -9 9 -11 11 12 -14 15 -16 -17 -18 24 19 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.00098200371417413775 -0.00086645925243400109 -0.0010048644551638114 -0.00085026860065119463 0.00044395717045303188 0.00093273256452584418 -0.0010230242565278604 0.00077276480157589919 -0.0010234330128308926 -0.0010558067145557556 0.0010686677146709593 -0.00069737509680511045 0.00073682991063311941 -0.00077196462075914947 0.00076396706709152466 -0.0001233362813754217 -0.00085785355291446964 0.0009015442214853034 -2.6000341538101686e-06 -0.0014570012394502566 -0.0011119812774433616 0.000477674104860271 -0.00046707369085651195 0.00059032380944097249 -0.00044533310177020003 0.00024564400277391781 -0.0012316430579859985 0.0012914068055806989 0.00036703539890600365
leaf_weight=0.001753314584677367 0.0013540908336460147 0.0010447213133386582 0.0015186150431525372 0.0011554331161391868 0.0010148922375097513 0.0011283685468841944 0.0017736877998453795 0.0012029201295478123 0.0013049071782020851 0.0012079434130924929 0.0013137268663672161 0.0015268879332684393 0.001100730548841967 0.001018901412179086 0.0016302395124050406 0.0012590631761368876 0.0014340328437464356 0.0015149962435820905 0.0013030966803507515 0.0014425348554306661 0.0013468222866626078 0.001825722069114008 0.0012571975875903529 0.0020039047376072608 0.0015992685936652151 0.0010564997998265806 0.0013828644180204361 0.0010265593530220931
leaf_count=592 126 74 112 16 126 181 167 67 188 40 128 151 23 123 35 143 108 101 251 139 19 421 215 204 31 62 39 28
internal_value=0 -0.000148857 -0.000124492 -9.31669e-05 -6.22159e-05 -0.000107841 -7.41616e-05 -0.000126162 -8.71755e-05 5.39448e-05 -2.19888e-05 6.89337e-05 0.000143376 0.000224481 0.00059688 1.00016e-05 0.000174968 -2.58036e-05 -0.00032409 -0.000420767 -0.000291889 -0.000454092 -3.58728e-05 -0.000843973 -0.000218741 -0.000507553 0.00100039 0.000648267
internal_weight=0 0.0377486 0.0367039 0.0351853 0.0338312 0.0317897 0.0306614 0.0288877 0.0276848 0.0173501 0.0161421 0.0148372 0.0135235 0.0124228 0.00453999 0.00788276 0.0066237 0.00518967 0.0103347 0.00917928 0.00773674 0.00638992 0.00308292 0.003307 0.00417076 0.0025715 0.00290975 0.00204145
internal_count=3910 3318 3244 3132 3006 2852 2671 2504 2437 1172 1132 944 816 793 225 568 425 317 1265 1249 1110 1091 636 455 194 163 190 154
is_linear=0
shrinkage=0.00145689


Tree=1711
num_leaves=28
num_cat=0
split_feature=1213 160 14 52 1374 403 1374 150 484 376 1 2 11 159 403 403 39 51 150 16 0 1 47 15 4 13 43
split_gain=0.000503414 0.000444283 0.000447184 0.000380141 0.000347084 0.000321569 0.0003179 0.000422675 0.000578188 0.000414279 0.000456653 0.000496521 0.000492227 0.000517584 0.000369407 0.000303656 0.000287104 0.000299559 0.000331424 0.000361532 0.00025469 0.000372557 0.000377847 0.000306813 0.000176406 0.000135618 4.55044e-05
threshold=-1.0000000180025095e-35 -0.40446999999999994 0.077685000000000018 -0.42985499999999993 -0.094679999999999986 -1.0000000180025095e-35 0.086000000000000007 0.095565000000000011 -0.0043499999999999988 0.11605500000000001 0.13385500000000003 0.12663500000000003 0.088315000000000018 0.10276500000000001 0.088015000000000024 0.03138500000000001 0.083790000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50585499999999983 -0.089879999999999974 0.079355000000000023 0.09252500000000001 -0.031229999999999997 0.05309500000000001 -0.076384999999999995 -0.099214999999999984
decision_type=2 2 2 2 2 2 2 2 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 12 13 14 15 16 17 -10 -19 -20 21 -21 24 -22 -23 -25 -27
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 19 20 23 22 -24 25 -26 26 -28
leaf_value=-0.0007686295325619075 -0.00081627206933727024 -0.00069007892853357891 -0.00071736879226392582 -0.00057923258070295962 -0.00059167733960162404 -0.00061414183220840561 -0.00054365679437719109 0.00077420201947232402 0.00078760835935083758 -0.00058915712361455239 0.0009227851100234917 -0.00051871302627583293 -0.00063811097477808627 -0.00050294877062730689 -0.00037869542294469654 0.0010096638647002379 0.00093681673172738586 -0.00048252763756324261 0.0009635067155734714 -0.00072390429867208938 0.0010060719380498284 0.0001309151664983613 -0.00041226341807342669 0.0004702243593854688 0.00089754406066468282 0.00019252911104156853 -0.00019143680462773276
leaf_weight=0.001446104627234406 0.0010522609172664557 0.0010676333754863895 0.0012609232978163512 0.0012240504150753386 0.0010134211869175227 0.0016188093260467154 0.0010628054982959592 0.0018510612252969341 0.001728002236455862 0.0011008730443322059 0.0014615812837140687 0.0015956079358177546 0.0010284424950697249 0.001304535579220111 0.0011085527467143133 0.0012353026810778536 0.001238932654422987 0.0010511032870716983 0.0011509366640005568 0.0010148451959270284 0.0010664318745296948 0.0010003077363442969 0.0011565193080862457 0.0019505677838118577 0.0010090740559007827 0.0010026725852192424 0.0010654712755433903
leaf_count=592 273 337 97 66 547 430 89 188 96 27 189 80 40 116 109 46 136 43 28 69 44 38 26 62 12 20 110
internal_value=0 1.09984e-05 3.78919e-05 6.85059e-05 9.54664e-05 0.000124127 0.000150218 0.000177797 0.00013344 0.000185447 0.000223913 0.000174585 0.000232467 0.000281979 0.000343007 0.000394062 0.00034138 0.000285476 0.000209814 0.000279675 0.000194734 -4.18101e-05 0.000176839 0.000389209 0.000515902 0.000225514 -5.28336e-06
internal_weight=0 0.0334207 0.0323685 0.0311075 0.0300399 0.0288159 0.0278024 0.0267396 0.0248886 0.0232698 0.0221689 0.0207073 0.0191117 0.0180833 0.0167787 0.0156702 0.0144349 0.0131959 0.0114679 0.0104168 0.00926589 0.00418075 0.0031659 0.00508514 0.00200938 0.00401871 0.00206814
internal_count=3910 3318 3045 2948 2611 2545 1998 1909 1721 1291 1264 1075 995 955 839 730 684 548 452 409 381 145 76 236 50 192 130
is_linear=0
shrinkage=0.00129368


Tree=1712
num_leaves=25
num_cat=0
split_feature=1213 1456 14 52 1374 457 38 124 40 3 48 150 16 13 43 160 49 4 15 1 15 4 15 133
split_gain=0.000427429 0.000364759 0.00034915 0.000312434 0.000333126 0.00031755 0.000309117 0.000392445 0.000379078 0.000351588 0.000472562 0.000379784 0.00026763 0.000439724 0.000299198 0.000233675 0.00028102 0.000312383 0.000342657 0.000560439 0.000167175 0.00025077 0.000198662 0.000158718
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -0.094679999999999986 0.088055000000000008 0.087760000000000019 -0.048219999999999992 -0.062739999999999976 0.16699000000000003 0.11930500000000001 0.090695000000000012 0.41476000000000007 0.16421000000000002 -0.15109999999999998 -0.11175999999999998 0.090445000000000011 -0.23071499999999998 -0.10192499999999999 0.11257500000000001 0.084050000000000014 -0.017449999999999997 -0.089594999999999994 -0.088724999999999984
decision_type=2 2 2 2 2 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 10 11 12 13 14 -10 -16 17 -17 19 -19 21 -20 -23 -22
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12 -13 -14 -15 15 16 -18 18 20 -21 23 22 -24 -25
leaf_value=-0.00086449051686348635 -0.00078589023945019386 -0.00074479231910474922 -0.00079392329278317561 -0.00067522987422020215 0.00080466524911910608 0.00081674931688339612 -0.00072634346553581048 -0.00060023836288050419 0.00092902982150349473 0.0010159406226931526 -0.00082018272612883602 -0.00074919535099030781 0.00077700599515473866 -0.00066358475762808011 -0.00044114415180075217 -0.00058426552262839698 0.00091848393222725036 -0.00087183172839360779 0.0010597301023152681 0.00061686416203763088 0.00048785831841814762 0.0006725737121877287 -0.00019679961064710585 -0.00035621416454740569
leaf_weight=0.0013899795182222554 0.001315063798077081 0.0010625471126105282 0.0011396201873455905 0.0012376669555802513 0.0019441529804847665 0.0015837244978411649 0.001030177588190905 0.0017982818142693582 0.0013228495063941611 0.0010397959566970085 0.0012661147911368067 0.0010444768874391377 0.0017893185025780181 0.0014550790197792604 0.0013927593939385844 0.0012357819292754179 0.0012595083392040194 0.001432109896700888 0.0017475901959915219 0.0010459366718068575 0.0010988182394920968 0.0014676401395359862 0.0010985786835806585 0.0010332110861024342
leaf_count=592 332 290 92 66 248 129 66 129 61 112 72 122 70 93 245 60 133 81 98 48 125 83 177 386
internal_value=0 1.13673e-05 4.57135e-05 7.82754e-05 0.000109152 0.000144994 0.000103277 0.000138201 8.06851e-05 0.000139755 9.34845e-05 0.000156274 0.000210692 0.000145693 0.000229003 0.000156724 0.000229644 0.000144248 0.000245133 -0.000243481 0.000432976 0.000608017 0.000300402 7.8809e-05
internal_weight=0 0.0318408 0.0305257 0.0293861 0.0283236 0.0270859 0.0255022 0.024472 0.0225279 0.0207296 0.0196898 0.0184237 0.0173792 0.0155899 0.0141348 0.0128119 0.0114192 0.0101597 0.00892388 0.00247805 0.00644584 0.00431381 0.00256622 0.00213203
internal_count=3910 3318 2986 2894 2604 2538 2409 2343 2095 1966 1854 1782 1660 1590 1497 1436 1191 1058 998 129 869 358 260 511
is_linear=0
shrinkage=0.00154607


Tree=1713
num_leaves=29
num_cat=0
split_feature=1213 14 9 38 124 484 1374 151 376 52 484 52 13 2 43 4 12 16 1 2 12 49 0 1 15 15 2 16
split_gain=0.000505331 0.000392376 0.00039682 0.000344431 0.000364375 0.000333972 0.000332473 0.000314406 0.00032654 0.000352477 0.000358194 0.000346907 0.000382255 0.000417792 0.000409822 0.000360784 0.000359187 0.000352607 0.000307629 0.000304708 0.000275295 0.000221113 0.000201168 0.000388982 0.000196232 0.000158397 0.000157785 3.44503e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.10386000000000002 -0.048219999999999992 -0.075729999999999978 -0.094679999999999986 -0.27336999999999995 0.11605500000000001 -0.42985499999999993 0.097080000000000014 -0.062489999999999997 -0.094679999999999986 0.091525000000000009 0.0033500000000000005 -0.0031049999999999997 0.096675000000000025 -0.069144999999999984 0.09112000000000002 0.089910000000000004 0.088485000000000022 -0.073619999999999977 -0.10783 0.090355000000000005 -0.035939999999999993 -0.089024999999999979 0.10457000000000001 -0.025139999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 27 -6 -7 -8 9 -9 11 15 13 24 17 20 -15 21 19 -19 -11 -14 26 -24 -13 -17 -23 -4
right_child=1 -3 3 -5 5 6 7 8 -10 10 -12 12 14 16 -16 25 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29
leaf_value=-0.0008417756641266969 0.00093819905345104244 -0.00076268092729053034 0.00083447760285236311 -0.00081031009701306605 -0.00078003036318979478 -0.00067028961472753105 -0.00071543899276604709 -0.00064477239435611672 -0.00068606741314897115 -0.00021918528224005088 -0.0006218148711841289 -0.00051695050411415034 -0.00032781627005778709 0.0012047092896034898 -0.00079394970937882734 0.0011575698312508754 0.00015852362215769931 0.00042822218190912499 -0.00097267430211648784 -0.00061154743128237813 0.00070101347829533585 -0.0003549704028375382 8.9901199767591973e-05 0.0011113557259911132 0.00039062991037738603 0.00050810374735388037 0.00043918128358793544 0.00045348332782892635
leaf_weight=0.0015219126094223037 0.0010276336512988057 0.0013209272122690621 0.0010134176832502922 0.0010301130712035969 0.0011079022301989641 0.0013484580632709955 0.0010366154462069224 0.0011654720682511789 0.0010669725516612707 0.0017644141144495806 0.0011361555827892325 0.0010182958030743317 0.0011125560072283713 0.0017785059889828814 0.0013571652410110388 0.0016855846817361853 0.001145001764695619 0.001361130857572973 0.0010496069376837447 0.0010673177978377246 0.0011332978482323508 0.0010683668553703625 0.0015271407716589136 0.0016422759136546228 0.0010044193066880347 0.0015120620452286826 0.0010557936304795845 0.0010016294030236175
leaf_count=592 126 112 96 50 393 63 68 287 26 163 157 47 37 82 270 66 31 115 133 133 73 42 358 131 37 71 57 94
internal_value=0 1.60207e-05 4.69868e-05 1.85354e-05 4.59365e-05 4.51074e-06 3.55129e-05 7.11746e-05 0.000102963 0.000137207 0.000176123 0.000216808 0.000105261 0.00044277 -4.32438e-05 0.000513044 0.000794967 5.98331e-05 -0.000313616 -2.87628e-05 0.000140705 0.000262588 0.000386674 0.000619182 -6.62734e-05 0.000850459 3.97551e-05 0.000645095
internal_weight=0 0.0345382 0.0332173 0.0321897 0.0311596 0.0291445 0.0280366 0.0266882 0.0256515 0.0245846 0.0234191 0.0222829 0.0161876 0.00494622 0.0112414 0.00609536 0.00292351 0.00988419 0.00347806 0.00242845 0.00289771 0.00640613 0.00529358 0.00316942 0.00202272 0.00319765 0.00212416 0.00201505
internal_count=3910 3318 3206 3080 3030 2840 2447 2384 2316 2290 2003 1846 1473 197 1276 373 113 1006 381 248 236 625 588 489 84 137 99 190
is_linear=0
shrinkage=0.00145689


Tree=1714
num_leaves=17
num_cat=0
split_feature=11 4 158 403 457 156 403 160 39 43 12 3 52 133 16 15
split_gain=9.04085e-05 0.000137719 0.000164235 0.00011375 0.000117808 0.000130342 0.000114876 0.000140795 0.000174569 0.000148087 0.000236088 0.000197913 0.000186292 0.000136203 0.000108849 9.83507e-05
threshold=0.088315000000000018 0.28937500000000005 0.084965000000000027 -1.0000000180025095e-35 -0.0034949999999999994 0.082150000000000015 0.087440000000000004 -1.0000000180025095e-35 0.095450000000000021 -0.074254999999999988 0.086935000000000012 -0.078669999999999976 0.06136500000000001 0.083815000000000014 -0.072359999999999994 -0.45726999999999995
decision_type=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 11 12 13 14 -9 -11 -3
right_child=-2 15 -4 4 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0015974516688928341 -0.0015275740880774712 0.00018109825098007809 -0.0020079625304211014 -0.0013762178308562604 -0.001032504381578011 -0.0012877319381284055 -0.0012404875748347835 -0.0002018916209656817 -0.0012832404402810002 0.001549567696318242 -0.001126090733958072 0.0033635223026764827 0.0028694305507258933 0.0022467789651658787 -0.00037192757876618941 0.002428097784193835
leaf_weight=0.0010532555937998239 0.001001219898323801 0.0010190144293899459 0.0011049512582496984 0.0012347935377186045 0.0012944237778977465 0.0012794804275244815 0.0010029891709621647 0.001333095159638864 0.0010002713151084927 0.0013753570959651462 0.0017371504449278374 0.0013221974933557996 0.001160788266199253 0.0010825410769575439 0.0017772556101633957 0.0010302270704812188
leaf_count=823 145 168 337 272 410 360 293 91 61 70 271 119 71 108 100 211
internal_value=0 5.19338e-05 -9.33263e-05 3.37081e-05 0.000143836 0.000274492 0.000427237 0.000565672 0.000757421 0.000965955 0.000470174 0.00176849 0.00111304 0.000895453 0.000466343 0.00131075
internal_weight=0 0.0198078 0.0177586 0.0166536 0.0156003 0.0143655 0.0130861 0.0120831 0.0107887 0.00978839 0.00605055 0.00373783 0.0043134 0.00241564 0.00315261 0.00204924
internal_count=3910 3765 3386 3049 2226 1954 1594 1301 891 830 512 318 241 199 170 379
is_linear=0
shrinkage=0.00512831


Tree=1715
num_leaves=16
num_cat=0
split_feature=124 4 0 1 12 12 157 16 15 0 2 12 2 12 4
split_gain=9.85456e-05 0.000118298 0.000127822 0.00017003 0.000220695 0.000115922 0.000113563 0.000205091 0.00019874 0.000152302 0.000365683 0.000160554 0.000130287 7.72003e-05 6.41602e-05
threshold=0.11158000000000001 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.085185000000000025 0.088590000000000016 -0.075209999999999985 -0.055679999999999993 -0.064869999999999983 -0.19631499999999999 0.11362000000000001 0.098355000000000012 0.10705000000000002 0.080120000000000011 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 9 -9 12 11 13 -8 -11 -10
right_child=-2 2 -4 6 5 -7 7 8 14 10 -12 -13 -14 -15 -16
leaf_value=-0.0015681097718287526 0.0014818509351590531 -0.0027809185978143048 0.0012629883472885352 0.0014131821652479436 0.00084000503898868479 -0.0011541660054329996 0.00046113484147465561 -0.0025201195890855194 -0.00092199172984813965 0.00026683148912580467 0.0031492249862256952 0.0016090668043590589 -0.0017564478159863646 -0.0014970824631376459 0.00079198111416443591
leaf_weight=0.0012449700981568964 0.0010090268251689563 0.0012015480266823605 0.0017652741779953926 0.0015244814655396852 0.0012790232431558052 0.0015871008718200443 0.0014380672577356543 0.0013209434342616178 0.001086813282008047 0.0012200038953578581 0.0013315215884326728 0.0011879721857417924 0.0011653448676329781 0.0011917438327644359 0.0010369437869779397
leaf_count=175 40 488 163 186 500 903 71 231 262 150 209 96 72 321 43
internal_value=0 -9.77659e-05 2.06268e-06 -0.000132257 -0.00100765 -0.000264256 0.000152521 -2.25212e-05 -0.00101888 0.000432994 0.000942194 0.000125822 -0.000531504 -0.000604791 -8.51288e-05
internal_weight=0 0.0195818 0.0183368 0.0165715 0.00406767 0.00286612 0.0125038 0.0109794 0.0034447 0.00753465 0.00493124 0.00359972 0.00260341 0.00241175 0.00212376
internal_count=3910 3870 3695 3532 1891 1403 1641 1455 536 919 776 567 143 471 305
is_linear=0
shrinkage=0.00492917


Tree=1716
num_leaves=25
num_cat=0
split_feature=1213 1456 14 38 124 151 40 1374 49 457 42 133 0 14 15 43 12 13 2 151 4 52 1 42
split_gain=0.000462269 0.000411183 0.000390957 0.000293552 0.000409567 0.000270897 0.00029752 0.000292589 0.000242831 0.000438011 0.000267844 0.000261496 0.000302848 0.000302152 0.000443272 0.000290079 0.000286968 0.000287787 0.000297731 0.000257454 0.000230733 0.000209115 0.000165471 0.000137146
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.087760000000000019 -0.048219999999999992 -0.090394999999999989 -0.062739999999999976 -0.094679999999999986 -0.085974999999999982 0.082870000000000013 0.10138000000000001 -0.083144999999999983 0.059810000000000009 -0.46637499999999993 -0.24219999999999997 -0.074254999999999988 0.088375000000000023 -0.034809999999999987 0.093655000000000002 0.083140000000000006 -1.0000000180025095e-35 -0.023079999999999996 0.09692000000000002 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
left_child=-1 -2 3 4 22 -6 -7 -8 19 10 11 -10 13 -13 -15 21 17 -17 20 -9 -19 -16 -3 -23
right_child=1 2 -4 -5 5 6 7 8 9 -11 -12 12 -14 14 15 16 -18 18 -20 -21 -22 23 -24 -25
leaf_value=-0.00092147792722307596 -0.00081530432229637393 0.00034367910340741517 -0.00081534905657106201 -0.00069162566667940381 -0.00048771426263693486 -0.00049037431318545046 -0.00061521052913224479 -0.00061358332001418855 0.0007768208098042793 0.0010948237673409371 -0.00047079292194828577 -0.00055739712611851218 -0.00044020617102390267 0.0012922473268512902 0.00011953042535632558 0.00092030632730855013 -0.00065524779387909242 0.00065566461702571788 -0.00064061826097488441 0.00035738200998295527 -0.0002752975318159947 0.00039021708532863808 0.0012132886632434808 0.0011047819047581902
leaf_weight=0.0013125250721202344 0.0013670478348461737 0.0010548549090243489 0.0011966136760991333 0.0011169576768410563 0.0019669778346100833 0.0018346577244847664 0.0011158193142701825 0.0016674633279531439 0.0019625399707996751 0.0013885786286017545 0.0013427254933764529 0.0010004480077241426 0.0016869347335832794 0.001037761635152558 0.0017386589628435268 0.0010039819296110419 0.0012217287179498437 0.0015870679561940104 0.0012200556135009144 0.001072655014123125 0.0010623061107821853 0.0010938285495739643 0.0010374242819299606 0.0015543811065282243
leaf_count=592 332 53 92 73 212 134 34 92 312 74 247 30 134 66 237 114 218 93 73 63 35 159 212 229
internal_value=0 1.44932e-05 5.11279e-05 8.59587e-05 0.000116273 6.43895e-05 0.00010855 0.000156835 0.000196642 0.000258998 0.000192725 0.000247823 0.000174749 0.000257606 0.000328386 0.00023296 1.47626e-05 0.000182729 -8.6462e-06 -0.000233486 0.000282381 0.000536124 0.000774862 0.000809635
internal_weight=0 0.0323315 0.0309644 0.0297678 0.0286508 0.0265586 0.0245916 0.0227569 0.0216411 0.018901 0.0175124 0.0161697 0.0142072 0.0125202 0.0115198 0.010482 0.00609514 0.00487341 0.00386943 0.00274012 0.00264937 0.00438687 0.00209228 0.00264821
internal_count=3910 3318 2986 2894 2821 2556 2344 2210 2176 2021 1947 1700 1388 1254 1224 1158 533 315 201 155 128 625 265 388
is_linear=0
shrinkage=0.00154607


Tree=1717
num_leaves=30
num_cat=0
split_feature=1213 14 52 1456 157 453 130 43 42 39 16 52 49 51 1 47 0 48 16 1 4 4 15 484 0 43 4 12 393
split_gain=0.000530399 0.000450488 0.000396659 0.000395018 0.00033311 0.00032174 0.000343594 0.000336777 0.000744405 0.000487211 0.000452678 0.000328549 0.000283031 0.000369958 0.000528909 0.000462682 0.000532181 0.000625434 0.000435515 0.000287393 0.000322496 0.000282653 0.000354888 0.000267857 0.000231293 0.000168224 0.00012499 0.000122208 0.00010765
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -1.0000000180025095e-35 -0.077534999999999979 0.086795000000000011 -0.0015749999999999998 -0.053009999999999995 -0.10770999999999999 0.084535000000000013 0.20277000000000003 0.084240000000000023 0.093425000000000022 0.12190000000000002 0.11849500000000002 0.09252500000000001 -0.230625 0.086125000000000021 0.0015250000000000001 0.085835000000000009 -0.077679999999999985 0.15045000000000003 0.041585000000000004 0.085815000000000016 0.13167000000000004 0.093240000000000017 0.055260000000000011 1.0000000180025095e-35 0.085075000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 23 6 28 8 27 10 11 21 13 14 15 16 -9 18 19 25 -21 22 -10 -5 -20 -18 -14 -8 -6
right_child=1 -3 3 4 5 -7 7 12 9 -11 -12 -13 26 -15 -16 -17 17 -19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00089163128625011762 -0.00080003902318756352 -0.00081636633339945844 -0.00069201782580217562 0.00019643259893888527 -0.00081662303027820913 -0.00070801062104988949 -7.3774196795531465e-05 0.0008065204273959921 -0.00052364902211358933 0.0014335381061183052 0.0010713753161620972 -0.00039653508197066203 0.00090768057031227246 -0.00087969682378007325 0.00080766459286088152 -0.001045590777704857 -0.0005564151399978307 -0.0011060692025355486 -0.0010507610492113721 0.0011963169120025392 0.00016690987005781065 0.00099257940830091733 0.0007077275649252818 0.0012273160339601311 -6.9335107547867164e-05 0.00026744063225269814 0.000166808137332696 -0.00080549731804849603 -0.0001348938590116477
leaf_weight=0.001485634958926437 0.0011716679797485465 0.0013822082915569958 0.0013996741498740672 0.001220620483447842 0.0010423410940232905 0.0011222176558041133 0.0010135550050982545 0.0015107417935720192 0.0010168190999336885 0.0012304423410432891 0.0017106779412801032 0.0014969264131453053 0.0010033086600597088 0.0011182820320052586 0.0016096429340441707 0.0010439321297791024 0.0010919295837726935 0.0012840594220561719 0.0010251794281319615 0.0011129646610519295 0.0016964301325417264 0.0012716664758007923 0.001051151068580225 0.0010231348317446542 0.0010984561483988742 0.001097363201324808 0.0010081243575391918 0.0010026529798327077 0.0010043597051802022
leaf_count=592 337 112 265 186 134 59 31 53 200 210 53 241 66 36 158 52 230 88 60 72 123 37 52 102 18 79 86 63 115
internal_value=0 1.50088e-05 4.93335e-05 8.01377e-05 0.000115106 7.19424e-05 0.000103723 0.000150752 0.000367002 0.000575593 0.000414357 0.000181972 1.58564e-05 -6.06251e-05 1.22391e-05 -0.00010457 -5.51288e-06 -0.000151446 2.06593e-05 0.000260173 0.000574718 0.000441276 0.000102261 0.000666507 -0.000543116 -0.000143465 0.000536357 -0.000437657 -0.000482084
internal_weight=0 0.0348605 0.0334783 0.0323067 0.030907 0.0286632 0.027541 0.0254943 0.00979389 0.00777768 0.00654724 0.00483656 0.0157004 0.013689 0.0125707 0.0109611 0.00991712 0.00840638 0.00712232 0.00499869 0.00280939 0.00333964 0.00206797 0.00224376 0.00212364 0.00218929 0.00201143 0.00201621 0.0020467
internal_count=3910 3318 3206 2869 2604 2316 2257 2008 887 793 583 530 1121 969 933 775 723 670 582 504 195 289 252 288 78 309 152 94 249
is_linear=0
shrinkage=0.00148603


Tree=1718
num_leaves=17
num_cat=0
split_feature=0 1 2 2 0 0 52 52 51 457 50 16 49 48 43 16
split_gain=0.000100581 0.000132718 0.000244642 0.000358971 0.000134477 0.000163724 0.000104183 0.000158282 0.000118647 0.000138853 0.000161117 0.000143124 0.00019139 0.000135854 0.000108523 1.82758e-05
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 0.097360000000000016 -0.089879999999999974 -0.082604999999999998 -0.27466499999999994 -0.091329999999999981 -0.07742499999999998 -0.0034949999999999994 0.10119500000000002 -0.014099999999999998 -0.047309999999999998 0.091065000000000021 -0.0037249999999999996 -0.110495
decision_type=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 -9 -10 11 12 -11 14 -14 -16
right_child=-2 6 -4 -5 5 -7 7 8 9 10 -12 -13 13 -15 15 -17
leaf_value=-0.002661739159078053 0.0017238201002841161 -0.0012545971307136403 -0.0030862973940170603 0.0026972076200317235 0.0014013865138373419 -0.001623962903611313 0.0020929381130681953 -0.0015756002318824118 -0.0014741944302671638 0.0021923485994533184 -0.0015041030476813076 0.0025683870004817818 -0.00073114468467316157 -0.0015482300913662861 0.0019053533979498701 0.0008334516369564363
leaf_weight=0.001171266840700359 0.0010052142193638361 0.0014447232336319291 0.001220282234629208 0.0010361362944916602 0.0010133802574923533 0.0013210466809153677 0.0014757516101219512 0.0011831281308462014 0.0012116414668607032 0.0016109213870896567 0.0010533977047879617 0.0013013013912241377 0.0012893322040104897 0.0013986594322458329 0.0010161555780088122 0.0010236150597506787
leaf_count=380 44 207 339 160 613 488 217 133 96 145 222 241 296 83 153 93
internal_value=0 -0.000112178 -0.000835506 -0.000230772 -0.00109616 -0.000310652 0.000185346 0.000350925 0.000119076 0.0003215 0.000571775 0.000857997 0.000506862 -6.74454e-05 0.000554678 0.00136744
internal_weight=0 0.0197707 0.00576211 0.00454183 0.00350569 0.00233443 0.0140086 0.0125639 0.0110882 0.00990502 0.00869338 0.00763999 0.00633868 0.00472776 0.0033291 0.00203977
internal_count=3910 3866 1980 1641 1481 1101 1886 1679 1462 1329 1233 1011 770 625 542 246
is_linear=0
shrinkage=0.00566207


Tree=1719
num_leaves=28
num_cat=0
split_feature=1213 1456 14 151 1374 4 52 1374 150 12 9 38 13 2 52 131 52 12 43 0 1 1 2 42 43 1 0
split_gain=0.000541517 0.000489909 0.000393322 0.000420726 0.000384806 0.000343356 0.00100149 0.000371143 0.000413348 0.000348698 0.000395439 0.000422606 0.000404517 0.000323326 0.000284172 0.000279876 0.000485993 0.000290312 0.000601021 0.00049483 0.000446863 0.000343497 0.000499576 0.000209071 0.000327364 0.000207512 0.000175446
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.40391999999999995 -0.094679999999999986 -0.49837999999999999 0.10433000000000002 0.087785000000000016 0.095565000000000011 0.11655500000000001 0.081505000000000008 1.0000000180025095e-35 -0.091229999999999992 0.097940000000000013 0.042815000000000006 0.10033500000000002 -0.40083499999999994 -1.0000000180025095e-35 0.0041500000000000009 -0.061994999999999995 0.12646500000000002 0.11198000000000001 0.094010000000000024 0.088235000000000022 -1.0000000180025095e-35 0.085410000000000014 -0.089539999999999995
decision_type=2 2 2 2 2 2 2 2 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 11 12 13 26 -15 16 -14 19 20 -18 21 22 23 24 -19 -26 -7
right_child=1 2 -4 4 5 7 -8 -9 -10 -11 -12 -13 15 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.00095215036840045383 -0.00087416278053538182 -0.00087332738989207481 -0.00075864904026888048 -0.00067279246649210153 -0.001319600431388649 -2.6689604760729997e-05 0.00067985345206170373 -0.00069878976587581037 0.0009672268773375783 -0.00061482545782162127 -0.0006741535346213597 -0.00062928991872716227 -0.00084021818354467078 0.0014575148883970109 0.00046078196367736279 0.00094508925649670536 -3.2189622211571992e-05 -0.00023212861150917683 -0.00086373471150864747 0.0014241459661320799 -0.00049549525528033256 0.0010812714020561769 -0.00044435856764567537 0.00099904719959982785 0.0010680130077241052 0.00024135582796880025 0.00078875786173119807
leaf_weight=0.0013762439394163486 0.0013607840110571165 0.0010148536308482994 0.0013154134555793942 0.001350642886173147 0.0012588980073360246 0.0015370860771606321 0.0010602837440733259 0.0010120894101793834 0.0016663073828228061 0.0011855538585649186 0.0010663049291351747 0.0011381321948529246 0.0010674716431376624 0.001597540033873357 0.001116431269058582 0.0010777998418347859 0.0010199341575648779 0.0016120577506123224 0.0012555251629385597 0.0011297948021285831 0.0015848099618824838 0.001353388829088864 0.0018017201207481404 0.0013231613621010885 0.0013018562905245078 0.0015032716847542815 0.0010009248744904308
leaf_count=592 332 83 92 53 142 88 16 80 190 129 105 64 189 92 47 145 150 435 226 75 38 51 189 217 22 31 37
internal_value=0 1.73075e-05 5.36809e-05 8.70357e-05 0.000118454 0.000154473 -0.00040549 0.000201954 0.000236565 0.000187219 0.000227703 0.000270594 0.000318717 0.000683805 0.00104749 0.000199108 0.000145338 0.000221104 0.000127301 0.000733191 0.000246027 0.000378136 0.000251961 0.000470515 0.000312194 0.000625006 0.000294901
internal_weight=0 0.034712 0.0333513 0.0320358 0.031021 0.0296703 0.00231918 0.0273512 0.0263391 0.0246728 0.0234872 0.0224209 0.0212828 0.00525198 0.00271397 0.0160308 0.014953 0.0138855 0.0117358 0.00214973 0.0104803 0.00889546 0.00754207 0.00574035 0.00441719 0.00280513 0.00253801
internal_count=3910 3318 2986 2894 2811 2758 158 2600 2520 2330 2201 2096 2032 264 139 1768 1623 1434 1209 225 983 945 894 705 488 53 125
is_linear=0
shrinkage=0.00151575


Tree=1720
num_leaves=16
num_cat=0
split_feature=124 4 0 4 43 4 42 453 4 16 160 4 49 12 0
split_gain=9.09817e-05 0.000108652 0.000115602 0.000135901 0.000120038 0.000152566 0.000161463 0.000111213 0.000135384 0.000259938 0.000135223 0.000114115 0.000121021 8.83508e-05 6.08937e-05
threshold=0.11158000000000001 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 0.0041500000000000009 -0.077679999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 0.0057500000000000008 0.0015250000000000001 -1.0000000180025095e-35 0.26450500000000005 -0.047309999999999998 0.08598500000000002 -0.11756999999999999
decision_type=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 -8 -10 12 -12 -4 -14
right_child=-2 2 13 4 -6 6 7 -9 10 -11 11 -13 14 -15 -16
leaf_value=-0.0017235783886631547 0.0016244056970128916 -0.0017116945954343879 0.0024364124675545569 0.0020193939270378505 -0.001486515546714923 -0.0019560880111920784 -0.0018559588049050595 -0.001480170727005882 -0.0007650687985376088 0.001351752792796101 0.002312649818658846 0.0026648705472846136 -0.00087100719057833635 0.00018312925814028356 0.00097606991870915821
leaf_weight=0.0012491245476655552 0.0010229636340197126 0.0016373547557615607 0.001020163550594747 0.0013078071443656985 0.0015399882652794442 0.0012348887332830566 0.0019293148712087559 0.0011178384208533352 0.0012295013788463788 0.0013958567308578196 0.0010994055684925286 0.001453400701708317 0.0011765628195341549 0.0012310534376900328 0.0011139718282955346
leaf_count=175 40 496 145 345 588 366 652 90 217 318 53 198 31 90 106
internal_value=0 -0.000107384 1.8177e-06 -0.000164905 8.58129e-06 0.000184897 -1.92743e-05 0.000208168 0.000408986 -0.00050941 0.000911852 0.00133754 0.000768468 0.00120423 2.72948e-05
internal_weight=0 0.0197362 0.0184871 0.0162359 0.0145985 0.0130585 0.0117507 0.0105159 0.00939801 0.00332517 0.00607284 0.00484334 0.00338994 0.00225122 0.00229053
internal_count=3910 3870 3695 3460 2964 2376 2031 1665 1575 970 605 388 190 235 137
is_linear=0
shrinkage=0.00566207


Tree=1721
num_leaves=23
num_cat=0
split_feature=1213 1456 151 14 1374 52 457 160 52 13 49 48 13 3 12 47 4 0 16 15 15 2
split_gain=0.000427561 0.000301922 0.000311656 0.000283167 0.0002926 0.00031607 0.000288338 0.000273371 0.000321183 0.00030976 0.000250873 0.000332254 0.000272223 0.000349901 0.000304148 0.000375723 0.000240394 0.000284146 0.000297822 0.000342681 0.000222923 0.000116098
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.077685000000000018 -0.094679999999999986 -0.42985499999999993 0.088055000000000008 0.087825000000000014 -0.048794999999999991 -0.014729999999999998 0.10447000000000002 0.084500000000000006 -0.094679999999999986 -0.018854999999999997 0.10129000000000001 0.09252500000000001 -0.23071499999999998 -0.077944999999999987 -0.083564999999999987 0.035895000000000003 -0.017214999999999998 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
left_child=-1 -2 -3 4 -4 -6 7 8 9 21 11 12 13 -10 15 16 -14 18 19 -18 -11 -7
right_child=1 2 3 -5 5 6 -8 -9 10 20 -12 -13 14 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00084735927624138112 -0.000694261746232003 -0.00076336212571014993 -0.00062291598311115762 -0.00065317150013502012 -0.00068210486324399983 0.000603696003938874 0.00082014576781324342 -0.00042209604130794508 0.00095426762956688069 -0.00014577753512300031 0.00065349705658712827 -0.00055568194953698803 -0.00036008422405904464 1.1418592528602135e-05 -0.00064829835389699445 -0.00076781752125793727 0.0011166357301267968 0.00086175949792221445 -0.00033886938024009619 1.6185700585907282e-05 0.00064237345682340149 0.0012968684028390385
leaf_weight=0.0013307838930028673 0.0012786212920629569 0.0010216105184828175 0.0011774946842102443 0.0011422406941366528 0.0010075402831429122 0.0011393214746550084 0.001407937698662153 0.0018405518125170208 0.0016471884299580353 0.0018106100414130299 0.0014967425408829718 0.0019574872102469118 0.0013783253818176961 0.001840274074567127 0.0014761978916814642 0.0010078526482812933 0.0010324178832432302 0.0016114930656719127 0.0017690995962231365 0.0015830814794136616 0.0014093306666381712 0.0010035887700096668
leaf_count=592 332 97 53 90 275 83 123 231 80 157 121 194 40 83 155 42 134 253 392 184 90 109
internal_value=0 1.28198e-05 4.31987e-05 7.18705e-05 0.00010188 0.000134185 0.00016655 0.000128213 0.000173914 0.000490541 7.28419e-05 1.60512e-05 9.9909e-05 0.000456742 -2.63218e-05 8.32142e-05 0.000199524 0.000328161 0.000132045 0.000450567 0.000199187 0.000928329
internal_weight=0 0.031039 0.0297604 0.0287388 0.0275965 0.026419 0.0254115 0.0240036 0.022163 0.00536285 0.0168002 0.0153034 0.0133459 0.00348746 0.00985847 0.00838227 0.00737442 0.00599609 0.0043846 0.0026155 0.00321994 0.00214291
internal_count=3910 3318 2986 2889 2799 2746 2471 2348 2117 439 1678 1557 1363 163 1200 1045 1003 963 710 318 247 192
is_linear=0
shrinkage=0.00148603


Tree=1722
num_leaves=16
num_cat=0
split_feature=0 16 15 12 0 12 15 14 2 2 43 48 42 4 4
split_gain=8.40716e-05 0.000124807 0.000181265 0.000176385 0.000151657 0.00014314 0.00013256 0.000113936 0.000199424 0.000148709 0.000137036 0.000188169 0.000139202 6.97631e-05 0.000171024
threshold=0.18055000000000002 0.070590000000000014 -0.0039399999999999991 0.091405000000000014 -0.077944999999999987 0.085945000000000008 -0.038029999999999987 -0.13131999999999996 0.097940000000000013 0.113945 -0.0037249999999999996 0.086125000000000021 0.08401500000000002 -0.078484999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 7 -6 -3 -1 10 -10 12 13 -9 -12 -15
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 11 -13 -14 14 -16
leaf_value=-0.0019618928970522279 0.0016730956363475054 -0.0010003111697471927 -0.0036118460457586206 -0.0004356770179167218 0.0028394270147963571 0.00016694594654490026 0.0018299028874149614 -0.0032686332090580673 0.0027534802198582124 0.00016518694364699475 -0.0005776579327977418 -0.0019045714533316427 -0.00041596033859495806 0.0028626038886368395 -0.00015912211678659457
leaf_weight=0.0011146346584860476 0.0010051040735188357 0.0013647791620271105 0.0012923923514245308 0.0012339817598200978 0.0013403842982951915 0.0015723855085486571 0.0010627287910996985 0.001069000269416768 0.0014252201564741163 0.0018310565835930534 0.0010001130127447605 0.0012651992232660669 0.001462479331648385 0.0012904011942879295 0.0014208211059954018
leaf_count=73 44 356 151 145 259 511 63 599 227 199 222 109 677 121 154
internal_value=0 -0.000108364 -0.000933824 -0.00206048 0.000168091 0.00139676 0.000238717 -0.000133184 5.6178e-05 0.00129804 -0.000482427 9.65406e-05 -0.00162059 0.000778722 0.00127906
internal_weight=0 0.0197456 0.00495388 0.00252637 0.0147917 0.00291277 0.00242751 0.0118789 0.0107643 0.00325628 0.00750801 0.00497653 0.00253148 0.00371134 0.00271122
internal_count=3910 3866 715 296 3151 770 419 2381 2308 426 1882 606 1276 497 275
is_linear=0
shrinkage=0.00600863


Tree=1723
num_leaves=27
num_cat=0
split_feature=1213 1456 14 9 484 38 124 52 40 3 39 150 160 50 52 13 4 3 13 3 484 15 16 43 3 13
split_gain=0.000429605 0.000429801 0.0003724 0.000335271 0.00032504 0.000361263 0.000376167 0.000330952 0.000345566 0.000695876 0.000561131 0.000381003 0.000569498 0.000415585 0.000367661 0.000279683 0.000374647 0.000764085 0.000474784 0.000331153 0.000261069 0.00025833 0.000242397 0.000180567 0.000159166 0.000136871
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.085815000000000016 1.0000000180025095e-35 -0.048219999999999992 -0.40083499999999994 -0.062739999999999976 0.16699000000000003 0.005105000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 0.11262000000000001 -0.070604999999999987 0.0057500000000000008 -0.088024999999999978 0.16421000000000002 0.092005000000000017 0.091130000000000017 -0.091274999999999981 -0.092424999999999993 -0.090634999999999979 -0.080884999999999985 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 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 11 -10 24 14 15 21 17 18 -17 23 -6 -14 -19 -18 -13 -23
right_child=1 2 -4 4 20 -7 7 8 9 -11 -12 12 13 -15 -16 16 19 22 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=-0.00081477058646092033 -0.00078984695306660749 0.00088536467240004008 -0.00078015478416007707 0.00065241182708120678 0.0010200671685316723 -0.00076448299106998208 -0.00071474175199475788 -0.00061521247539252045 -0.00076106138886679537 0.0012624595180307173 0.0010867310337041246 -0.00026925557709422428 -0.00016314577667244791 0.00095864254411332265 -0.0008258757131949019 0.00061955912944769301 0.00038080666119946055 -0.00046132525496223221 -0.00063378621181301473 0.00082346678393264527 0.00014957419336241313 0.00091800977564540089 -0.0014632110288236035 -0.00047699179595179125 -0.0010697745650870125 0.00032655424016421957
leaf_weight=0.0014875118377868221 0.0014557524122866669 0.0010639983078238038 0.0011937184454698926 0.0019485748886930434 0.0012374485350310485 0.00134882461031438 0.001449265732780535 0.0017641370982083562 0.0015209598733907361 0.0010272390144856472 0.001014387527745241 0.0010327644732917862 0.0013168092330765324 0.0011848942824352884 0.0010004644803978122 0.0019030993844035733 0.0010308645158563223 0.0010141291421189753 0.0010279452293708857 0.0015827872551215094 0.0019752604770196247 0.0016599930084858494 0.0011246539447842558 0.0011424831378401001 0.0011696723273461598 0.0018018847730738507
leaf_count=592 332 126 92 165 99 72 294 103 91 92 33 268 58 82 71 148 22 45 52 53 181 41 278 105 270 145
internal_value=0 6.32157e-07 3.49455e-05 6.50297e-05 3.71245e-05 -1.41285e-05 2.37536e-05 -2.5704e-05 1.71191e-05 6.88713e-05 9.14246e-06 -4.68751e-05 1.34974e-05 0.000112236 4.35687e-05 0.000107506 -4.92736e-05 -0.000312804 0.000179999 0.000306426 0.000484865 0.00039707 -0.000988155 -7.01199e-05 -0.000694396 0.000610161
internal_weight=0 0.034992 0.0335363 0.0323425 0.0312785 0.0280658 0.026717 0.0247684 0.0233192 0.021555 0.0205278 0.0195134 0.0179924 0.01579 0.0146051 0.0136046 0.00882596 0.00506983 0.00293104 0.00375613 0.00321271 0.00477869 0.00213878 0.00217335 0.00220244 0.00346188
internal_count=3910 3318 2986 2894 2768 2488 2416 2251 1957 1854 1762 1729 1638 1100 1018 947 703 523 200 180 280 244 323 127 538 186
is_linear=0
shrinkage=0.00148603


Tree=1724
num_leaves=27
num_cat=0
split_feature=14 1213 1456 151 1374 1374 150 11 4 15 14 376 159 13 133 43 12 4 48 3 15 12 12 2 2 15
split_gain=0.000426581 0.000413726 0.000385509 0.000368345 0.000316839 0.000331889 0.000418586 0.000303209 0.000325154 0.00043947 0.000373069 0.000292513 0.000324829 0.000343366 0.000375931 0.000441712 0.000252442 0.000339666 0.000333057 0.000260573 0.000182957 0.000182846 0.0001586 0.000152848 0.00015015 7.15954e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 -0.094679999999999986 0.087785000000000016 0.095565000000000011 0.088315000000000018 0.27020000000000005 -0.14097499999999996 -0.46637499999999993 0.11605500000000001 0.094195000000000015 -0.45122499999999993 0.099765000000000006 -0.083684999999999996 -0.0089849999999999982 -0.23071499999999998 0.086125000000000021 -0.078884999999999997 -0.20388499999999996 0.051320000000000005 0.090480000000000019 0.088975000000000012 0.087995000000000004 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2 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 -6 -10 12 13 -11 15 21 -17 -18 19 -19 -12 -15 24 -23 25 -21
right_child=-2 2 3 4 5 -7 -8 -9 10 11 20 -13 -14 14 -16 16 17 18 -20 22 -22 23 -24 -25 -26 -27
leaf_value=-0.00079391154315746053 -0.00085144097978826199 -0.0007696976115301623 -0.00075858593454144812 -0.00061603469417398913 -0.00082025780580761791 -0.00068994603716521317 0.00093381943936703311 -0.00056619094309326196 -0.0001220726572948119 0.00095966078609644096 0.0014161443954150887 -0.00060094009111206646 -0.00058384685352474931 0.0010156458221915149 -0.00059892184011162836 -0.00059221245606462102 -0.00051135893874589586 -4.0856266583469793e-05 -0.00044108996567509754 0.00027905225250730072 0.00053745228779569104 0.00066892520634161416 0.00020373406066601327 -2.5109620833429096e-05 0.001244085835002834 0.0008397390311198176
leaf_weight=0.0013541358172983178 0.0013196892821377695 0.0012321292556841798 0.0011181514794327265 0.001267226221314032 0.0010838680411631085 0.0010157391208294167 0.0015161921591242957 0.0013101349809119247 0.0010173028514108839 0.0013673492584018654 0.0010421239194292886 0.0010780464471054066 0.0011113556914998648 0.0017059343070651095 0.0012492459867816932 0.001110825111383878 0.0014136744063546376 0.0019512649297623065 0.0011916519549677873 0.0010103734525230834 0.001051012471036116 0.0018454559537093573 0.001456030739362818 0.0011296758865428913 0.0010846287890365347 0.0010013498443868715
leaf_count=578 126 312 95 53 125 78 188 104 57 28 181 14 171 105 387 104 109 436 83 26 67 128 176 113 38 28
internal_value=0 1.03059e-05 4.50314e-05 7.83503e-05 0.000110608 0.000143799 0.000175484 0.000129879 0.000168034 0.000100993 0.000616145 0.000151661 0.000195214 0.00024464 0.000184103 0.000249749 7.65913e-05 0.000158151 0.000281144 0.000413478 0.000974933 0.000627791 0.000608216 0.000405396 0.00079842 0.000558138
internal_weight=0 0.0327149 0.0313607 0.0301286 0.0290105 0.0277432 0.0267275 0.0252113 0.0239012 0.0207907 0.00311044 0.0197069 0.0186288 0.0175175 0.0161501 0.0149009 0.0102198 0.00910897 0.0076953 0.00650365 0.00209314 0.00468107 0.00455238 0.00297513 0.00309635 0.00201172
internal_count=3910 3784 3206 2894 2799 2746 2668 2480 2376 2071 305 1946 1932 1761 1733 1346 1000 896 787 704 248 346 268 241 92 54
is_linear=0
shrinkage=0.00148603


Tree=1725
num_leaves=30
num_cat=0
split_feature=1456 457 1213 457 14 151 52 403 1374 0 39 160 131 12 1 484 403 52 4 39 1 16 15 3 43 3 2 3 48
split_gain=0.000438648 0.000433302 0.000482168 0.000515871 0.00040178 0.000419207 0.000396869 0.000470226 0.00041867 0.000471462 0.000415284 0.000319647 0.000411504 0.000492358 0.000443552 0.000348927 0.000325244 0.000376526 0.000509358 0.000388985 0.000278677 0.000278076 0.000262596 0.000205138 0.000141317 0.000199465 0.0001361 0.000125076 0.000110049
threshold=-1.0000000180025095e-35 -0.15747999999999998 -1.0000000180025095e-35 -0.0034949999999999994 0.077685000000000018 -0.40391999999999995 -0.42985499999999993 -1.0000000180025095e-35 -0.094679999999999986 -0.21145499999999998 -1.0000000180025095e-35 -0.217635 0.064640000000000017 0.095295000000000019 0.11561500000000001 0.088645000000000015 0.088015000000000024 0.091210000000000013 -0.37626499999999991 0.095450000000000021 0.099370000000000014 0.20277000000000003 -0.09547499999999999 -0.084129999999999996 -0.083899999999999988 0.086245000000000016 0.097135000000000013 -0.048154999999999996 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
left_child=-1 -2 -3 -4 5 -5 -7 -8 -9 28 -11 -12 13 15 26 16 17 18 -13 22 -14 27 -20 -24 -25 -26 -15 -19 -10
right_child=1 2 3 4 -6 6 7 8 9 10 11 12 20 14 -16 -17 -18 21 19 -21 -22 -23 23 24 25 -27 -28 -29 -30
leaf_value=-0.00078371690011132809 0.00095543027288168443 -0.00083097794261391574 -0.00071539838863213506 -0.00081320773552880803 -0.00073471610109642979 -0.00067104102043608993 -0.0007495617998302432 -0.00061619890831565759 0.0012174750369192487 -0.0005710484131432259 -0.00054850900060152271 -0.00067167039363533946 0.00028573635820640023 -0.0010915036762779514 0.00038044953086533719 -0.00051700095708676758 -0.00037947909212986987 0.00020015349877651277 8.1133684654776839e-05 -0.00034335048555710101 0.001305225295983147 0.0014864315536284253 0.00031356623842544767 0.0013028091278210082 0.00034245870330317532 0.0011897687531531689 -0.00033412378250031636 0.00093573774819271662 0.00055722208670486617
leaf_weight=0.0015479906877451785 0.0010704314145710816 0.0014920449958493445 0.0019222897459618962 0.0010455428017275272 0.0012911850948841277 0.0012621896954153047 0.0011513018682243739 0.0012606191344808329 0.0012049283438963975 0.0014514830786238045 0.0010559430602027067 0.0010417116254828234 0.0010393141166140643 0.0010684252307974476 0.0013165119648188561 0.0010067392944526085 0.0011232020220380287 0.0010141306248331872 0.0019591441979082604 0.0012480953923328097 0.001375990207038047 0.0011406188641558401 0.0019118353831944958 0.0013216885770731537 0.0014439714716953178 0.0010668079790949747 0.0010281277062812455 0.0010278152713740782 0.0010374481021244719
leaf_count=369 48 554 227 81 90 244 552 48 54 71 248 62 81 100 54 58 84 54 144 73 107 5 129 49 138 36 93 37 20
internal_value=0 2.39828e-05 -4.25497e-06 3.22209e-05 7.72798e-05 0.000111538 0.000144249 0.000180617 0.000220069 0.000260797 0.000199031 0.000249403 0.00028927 0.000214785 -0.000295583 0.000328593 0.000388128 0.000453564 0.000311799 0.000426247 0.000866536 0.000898709 0.000550936 0.000711165 0.000909509 0.000702473 -0.000720092 0.00057041 0.000912005
internal_weight=0 0.0363795 0.0353091 0.0338171 0.0318948 0.0306036 0.029558 0.0282959 0.0271446 0.0258839 0.0236416 0.0221901 0.0211341 0.0187188 0.00341306 0.0153058 0.014299 0.0131758 0.00999325 0.00895154 0.0024153 0.00318256 0.00770345 0.0057443 0.00383247 0.00251078 0.00209655 0.00204195 0.00224238
internal_count=3910 3541 3493 2939 2712 2622 2541 2297 1745 1697 1623 1552 1304 1116 247 869 811 727 631 569 188 96 496 352 223 174 193 91 74
is_linear=0
shrinkage=0.00148603


Tree=1726
num_leaves=17
num_cat=0
split_feature=51 1 47 1 52 2 15 13 4 150 3 3 0 12 15 16
split_gain=0.00011334 0.000205791 0.000223837 0.000137561 0.000137885 0.000122861 0.000153227 0.000133314 0.000130559 0.000150683 0.000112285 8.49355e-05 0.00016348 0.000164699 6.04803e-05 3.12273e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11764000000000001 0.10752500000000002 0.11401500000000002 0.099015000000000006 -0.10192499999999999 -0.089899999999999994 0.015635000000000003 0.086420000000000011 0.12046500000000002 0.082730000000000012 -0.084304999999999977 0.088590000000000016 -0.10469999999999999 -0.015314999999999997
decision_type=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 14 12 -8 -14 -5 -9
right_child=1 -3 -4 10 -6 7 8 15 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0018430071827598971 -0.0023727470737801566 0.0023081036985012275 -0.0026182106499760657 0.0025832890358957251 -0.0018279552703308393 0.0022906579749615175 -0.0020946565691425303 -0.00065004591830958032 0.0015141863121542959 -0.0022829898001185752 -0.00014946478898957702 0.0014268664031814534 0.0012542067492466802 -0.0014523644709953161 0.00089622824110911076 0.0007090072686769753
leaf_weight=0.0010028091831965616 0.0010299533070409952 0.0011902115162430232 0.0010069508185692735 0.001175098642681241 0.0014455288141757084 0.0012869601932257169 0.0012120010234856916 0.0010590746670756379 0.0012953551661093674 0.0011046808999768676 0.0018115040261915683 0.0010013305516531901 0.0019955220453015989 0.0010612145704012588 0.0014788238735131956 0.0010253467914278511
leaf_count=145 202 157 116 168 491 54 643 188 135 173 109 78 335 499 204 213
internal_value=0 6.89948e-05 -7.13477e-05 7.12676e-05 -0.000207788 -1.37765e-05 -0.000362391 0.000885844 -9.24368e-05 -0.000418904 0.000915977 -2.81655e-05 -0.000369477 0.00031456 0.00164322 1.84853e-05
internal_weight=0 0.0201796 0.0189893 0.0179824 0.013517 0.0120714 0.00870006 0.00337138 0.0076701 0.00637475 0.00446543 0.00527007 0.00426874 0.00305674 0.00265392 0.00208442
internal_count=3910 3765 3608 3492 3011 2520 2065 455 1863 1728 481 1555 1477 834 372 401
is_linear=0
shrinkage=0.00555105


Tree=1727
num_leaves=17
num_cat=0
split_feature=4 11 3 16 1 13 0 484 16 2 0 151 16 13 4 2
split_gain=9.00467e-05 0.000137646 0.000121747 0.000110118 0.000159758 0.000147879 0.000166154 0.00013728 0.000129267 0.000122043 0.000161251 0.000283671 0.000120551 9.05075e-05 8.89906e-05 7.40613e-05
threshold=0.50541500000000006 0.08184000000000001 -0.12008499999999998 -0.30307999999999996 0.095575000000000007 -0.082894999999999983 -0.099864999999999995 0.085090000000000013 0.51388000000000011 0.10217500000000002 -0.084304999999999977 -0.0074049999999999993 -0.070594999999999977 0.068400000000000002 -0.08422499999999998 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 15 7 -6 12 9 -8 10 11 -5 -7 -1 -12 -4
right_child=-2 -3 3 4 5 6 8 -9 -10 -11 14 -13 -14 -15 -16 -17
leaf_value=0.0026706094102127492 0.0017646975080269694 -0.0020848757746357426 -0.00025832307195504248 0.00028843702283712521 0.0025226947562064796 -1.8512804629371729e-05 -0.0024394333821991751 0.0015784216921340022 0.00040561392504990666 -0.0027688587308233974 -0.00091241617147625332 -0.0035868693621878204 0.0027653725055812074 0.00024718069700162 0.001254316501884206 -0.0024934735667112959
leaf_weight=0.0010431486375929956 0.0010089389792206768 0.0012454439516419715 0.0010600236098045014 0.001490764482597523 0.0014016625696766927 0.0011280560195196798 0.0010842406646665035 0.0010039293757655582 0.0013427908281797851 0.0010523131489749982 0.0011176255274806786 0.0013538359387370033 0.0012120795048034538 0.0013005785891990751 0.0019618472994371566 0.0011730514885093385
leaf_count=111 228 204 157 182 146 37 269 292 61 283 240 725 79 91 671 134
internal_value=0 -0.000111935 1.92829e-05 -0.000167635 3.19857e-05 0.0007727 0.00025816 -0.000540591 -0.000865369 -0.000845525 -0.000503877 -0.00155594 0.00142341 0.0013258 0.00046795 -0.00143246
internal_weight=0 0.0199714 0.0187259 0.0163822 0.0141491 0.00616883 0.00476717 0.00798032 0.00242703 0.00697639 0.00592407 0.0028446 0.00234014 0.00234373 0.00307947 0.00223308
internal_count=3910 3682 3478 3276 2985 592 446 2393 330 2101 1818 907 116 202 911 291
is_linear=0
shrinkage=0.0061288


Tree=1728
num_leaves=30
num_cat=0
split_feature=1213 14 1429 4 1374 483 484 376 11 376 12 1 12 160 13 1 133 42 160 16 47 2 48 3 2 12 52 43 0
split_gain=0.000615327 0.000499671 0.000489681 0.000468485 0.000489977 0.000496424 0.000416975 0.000355319 0.000366273 0.000401215 0.000439536 0.000503392 0.000423828 0.000345112 0.000343274 0.000337123 0.000353001 0.00041423 0.000458453 0.000333751 0.000323841 0.000312051 0.000382852 0.00024598 0.000266682 0.000326033 0.000216265 0.00019421 6.11302e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.50657000000000008 0.087110000000000007 0.089945000000000011 0.085815000000000016 0.11605500000000001 0.088315000000000018 0.048375000000000008 -0.023959999999999995 0.10521500000000002 0.10214500000000001 -1.0000000180025095e-35 -0.094129999999999978 0.090820000000000012 0.098810000000000023 -1.0000000180025095e-35 0.090735000000000024 0.51388000000000011 0.086165000000000005 0.090310000000000015 0.12862000000000004 -0.115685 0.083585000000000007 0.087020000000000014 -1.0000000180025095e-35 -0.049504999999999987 -0.084874999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 12 13 -12 -13 16 17 -15 23 21 -17 -16 -23 -19 -25 26 -26 -4 -8
right_child=1 -3 3 -5 -6 -7 28 -9 -10 -11 11 14 -14 15 19 20 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30
leaf_value=-0.00094457368808389399 -0.00097065393562626617 -0.00083278019283869226 -4.7581923426567888e-05 0.0010266479667678501 -0.00097440235883158172 -0.0008667191924795391 0.0010288595627745878 -0.00071242997257744782 -0.00066656700835677086 0.00091243552726878296 -0.00053924641304393028 0.0012332640880149393 -0.00090672504288776402 -0.00044854186455470967 -0.00035796426797506174 -0.00084473955218614431 -0.0004729823432842606 0.0012419879226800538 -0.00031146209599159584 0.0010614684998025467 0.00026079613475666897 0.00089022321923736523 -0.0002223886141721471 -0.00017191559518270347 0.00050284962838064134 0.00019976788129716898 0.0013853990562501842 -0.00089447448172218929 0.00051027635204920071
leaf_weight=0.0015520170835817684 0.0010142746790201542 0.0014870326984116602 0.0011055751570354655 0.0011101079617460837 0.0010090230580279682 0.0011839464242446021 0.0010000727979738167 0.0012327227552186839 0.0013002845092167084 0.001410293952768287 0.0017458867307060264 0.0011662707820563334 0.0010297656399105857 0.0011575299377330787 0.0016154532988030814 0.0012845669003964675 0.0012084225696790138 0.0012912678292309404 0.0012798049887045027 0.0011512764433874167 0.0010745828901708165 0.0017590886270555384 0.0011164089987882875 0.0010017126253176788 0.0010396977029554239 0.0018267274868423167 0.0014945026348742712 0.001302329290420067 0.0010078181310992909
leaf_count=592 180 112 99 209 90 232 82 19 76 107 378 76 207 277 76 139 219 27 107 19 43 69 37 69 52 80 32 90 115
internal_value=0 1.08529e-05 4.67788e-05 7.72154e-05 4.50772e-05 7.74398e-05 0.000113968 6.80017e-05 0.000103163 0.000141567 9.74653e-05 0.000162753 1.42743e-05 8.01148e-05 0.000499346 0.000165536 0.000281599 0.000381899 0.00050306 0.000347642 -0.000341173 0.000164649 0.000458253 0.000659724 0.000519521 0.000678345 0.00102332 -0.000505629 0.000768568
internal_weight=0 0.0364064 0.0349194 0.0339051 0.032795 0.031786 0.0306021 0.0285942 0.0273614 0.0260612 0.0246509 0.022243 0.0154345 0.0144047 0.0068085 0.0126588 0.0102997 0.00909124 0.00793371 0.00564223 0.00235915 0.00449095 0.0028755 0.00665391 0.00536264 0.00436093 0.0025342 0.0024079 0.00200789
internal_count=3910 3318 3206 3026 2817 2727 2495 2298 2279 2203 2096 1907 1630 1423 277 1045 863 644 367 201 182 182 106 260 233 164 84 189 197
is_linear=0
shrinkage=0.00148603


Tree=1729
num_leaves=16
num_cat=0
split_feature=147 484 50 48 4 0 52 133 150 13 156 4 4 2 13
split_gain=8.77784e-05 0.000152922 0.000107166 0.000138728 0.000190942 0.000189066 0.000192786 0.0002525 0.000176224 0.000143667 0.00016046 0.000160407 0.000119743 0.000193393 0.000119019
threshold=0.08955500000000001 -0.0043499999999999988 0.10030500000000002 0.11930500000000001 0.28937500000000005 -0.23029999999999998 0.11401500000000002 -0.090054999999999982 0.085285000000000014 0.0024700000000000004 0.084090000000000012 -0.083329999999999987 0.074650000000000008 0.086915000000000006 0.23436000000000004
decision_type=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 -9 13 -13 -11
right_child=-2 2 -4 -5 -6 6 -8 8 -10 14 -12 12 -14 -15 -16
leaf_value=-0.0021656706916119619 0.0017231466195383423 0.0022333548875285384 0.0018389621223066583 -0.0021792372273742228 0.0021160247125627421 -0.0030058716093689006 -0.002572240608541599 0.002692706308842158 -0.0022306819695918148 -0.0019096413775959772 -0.0014090006190353101 -0.0016477851767278434 0.0022059867165247038 0.0014127401603076936 0.00050587309867255396
leaf_weight=0.0012744848938966357 0.0010300374828303973 0.0011448480632729697 0.0011523448448616655 0.0011182291912542322 0.0015266993136729993 0.0010439363213808903 0.0013347023720208162 0.001931832014811701 0.0010645135500506895 0.0015608364224703603 0.0010090709626320304 0.0015035014578930967 0.0012066271529711514 0.0016017469787705241 0.0015050219000550258
leaf_count=596 152 48 292 102 288 376 293 274 219 287 151 320 83 336 93
internal_value=0 -0.000111531 2.84383e-05 -9.04313e-05 5.17044e-05 -0.000159718 -0.000358799 -0.000121069 0.000143493 0.000388423 0.000858607 0.00122508 0.000567551 -6.91072e-05 -0.000723872
internal_weight=0 0.0199784 0.0187039 0.0175516 0.0164333 0.0149066 0.0137618 0.0124271 0.0113832 0.0103186 0.00725278 0.00624371 0.00431188 0.00310525 0.00306586
internal_count=3910 3758 3162 2870 2768 2480 2432 2139 1763 1544 1164 1013 739 656 380
is_linear=0
shrinkage=0.0061288


Tree=1730
num_leaves=16
num_cat=0
split_feature=12 156 158 14 3 133 50 3 4 12 47 49 3 48 16
split_gain=8.67324e-05 0.000110361 0.000102555 0.000122304 0.000179061 0.000141516 0.000250688 0.000184344 0.000120968 0.000137598 0.000269196 0.000181616 0.000164614 0.000184148 6.31292e-05
threshold=0.11655500000000001 0.091280000000000014 0.084965000000000027 -0.13131999999999996 0.13772500000000001 0.094185000000000005 0.086465000000000014 -0.15464999999999998 -0.23071499999999998 0.097345000000000015 0.09252500000000001 -0.07107999999999999 -0.069909999999999986 0.084905000000000022 -0.035699999999999989
decision_type=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 -10 -13 14 -14
right_child=-2 -3 -4 4 -6 -7 -8 8 9 -11 -12 12 13 -15 -16
leaf_value=-0.0016055561216919317 -0.0015845330513865876 -0.0017780913765891207 -0.001508264323937946 0.0029172274504850495 0.0023186501069203838 -0.0019172675724991896 -0.0022730125831956494 -0.0015002574033809988 -0.00085298314565469726 0.0025192727216724227 -0.0016109305429283371 -2.522237080684579e-05 0.0040430948622025261 0.00014918302611701878 0.0021768893190429561
leaf_weight=0.0011032685406628653 0.0011594328456691469 0.0010568310927610005 0.0011712747911369675 0.0011016190905063757 0.0015604462504740088 0.0010018493527855403 0.0011369573677368358 0.0010611833482481155 0.0016581647332023679 0.0011395887136249382 0.0019251289206641958 0.0019529784066865882 0.0010876086168959513 0.0011737058549495805 0.0014917955923097219
leaf_count=88 187 333 379 114 138 529 444 69 172 159 159 852 135 64 88
internal_value=0 7.35611e-05 0.000178965 0.000292577 0.000421124 0.000220114 0.000376089 0.000615286 0.000394587 0.000587394 0.000350398 0.000863119 0.00136181 0.00208357 0.00296378
internal_weight=0 0.0196224 0.0185656 0.0173943 0.016291 0.0147306 0.0137287 0.0125918 0.0114902 0.010429 0.00928938 0.00736425 0.00570609 0.00375311 0.0025794
internal_count=3910 3723 3390 3011 2923 2785 2256 1812 1698 1629 1470 1311 1139 287 223
is_linear=0
shrinkage=0.00589082


Tree=1731
num_leaves=30
num_cat=0
split_feature=1213 14 1429 9 4 11 1456 3 15 49 43 13 52 2 0 12 15 2 3 16 1 0 16 0 2 4 16 4 16
split_gain=0.000596504 0.00057628 0.000446234 0.000381971 0.000377179 0.00038545 0.000429028 0.000352478 0.000463295 0.000297107 0.000300789 0.000353209 0.000568596 0.00042747 0.000378247 0.000920955 0.000649494 0.000382078 0.000516967 0.000326478 0.000370867 0.000273447 0.000237425 0.000226002 0.000205436 0.000178593 0.000160954 0.000152428 0.00013365
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -1.0000000180025095e-35 -0.12008499999999998 -1.0000000180025095e-35 -0.24167999999999998 0.24789500000000006 -0.083514999999999992 0.11588000000000002 0.097940000000000013 -0.053834999999999994 -1.0000000180025095e-35 -0.076594999999999983 0.088895000000000016 0.10666500000000002 -0.025139999999999999 0.087545000000000026 -0.092299999999999979 -0.013279999999999998 -0.06402999999999999 0.11085000000000002 -0.23071499999999998 -0.088504999999999986 0.0021050000000000005 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 16 -16 17 -13 28 20 -18 -21 26 -23 -22 -10 -11 -15 -19
right_child=1 -3 3 4 -6 -7 7 9 25 10 -12 14 -14 27 15 -17 19 18 -20 21 24 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00092789769881570247 -0.00091818536478984511 -0.0008673036469951823 0.00094256160318383184 -0.00076581853134477572 0.00093577294217589001 -0.00072124714210287878 0.0012990842563820014 -0.00069682654928872139 -0.00015117441998274399 0.00011347251282251153 -0.00064474808792657368 -0.00082605866405390676 -0.00053103866354450933 0.0013350910770490874 0.00044927546646628797 -0.0012530798661931238 -0.00047711401965595595 0.00065087174642836294 -0.00078629726756911252 0.0012933540262213116 0.00095103021444847813 -8.7063597936565254e-05 -0.00033142795923421471 0.00089194659144929103 6.7271538157328149e-05 0.00063706471948522564 0.00091878891002215553 0.00061990585837161849 -3.4953105974831675e-05
leaf_weight=0.0015422529551600414 0.0010109543012177249 0.0015633154945499097 0.0011062284809179304 0.001323165854804422 0.0010394889220751149 0.001454279074369679 0.0011710356526055676 0.0011648313222565312 0.0015358801210965112 0.0011324312636081801 0.0012291280462790313 0.0018902396838525633 0.0012489759947638124 0.0014714658478820475 0.0012516285410858474 0.0015974021026378881 0.0015070810891731796 0.0015309160831509794 0.0012734995389394044 0.0012203185710267239 0.0010622466326193347 0.0010307328701685825 0.001145484026032313 0.0010523127097332823 0.0012817014932346993 0.0010818675235704156 0.0010620449291090239 0.0011905217652223576 0.0010632840976290137
leaf_count=592 180 112 124 285 155 82 71 41 45 80 177 130 106 69 39 130 330 106 39 31 151 275 179 21 28 46 95 62 129
internal_value=0 1.55042e-05 5.47909e-05 8.36211e-05 5.4838e-05 2.61971e-05 6.18149e-05 9.93246e-05 0.000522149 3.62697e-05 7.14959e-05 0.000109752 0.000381186 0.000571015 -1.51197e-05 -0.000505206 9.30149e-05 -0.000278491 -1.0881e-05 0.000392007 9.80001e-05 0.000734757 0.000216964 0.000407513 0.000467779 0.00017459 0.000503216 0.00101524 0.000369773
internal_weight=0 0.0366925 0.0351291 0.0341182 0.033012 0.0319725 0.0305182 0.029195 0.00378878 0.0254062 0.0242414 0.0230123 0.00725092 0.00600195 0.0157614 0.00284903 0.0129123 0.00575794 0.0038677 0.00715439 0.00385103 0.00330336 0.00333996 0.00208305 0.00234395 0.00261775 0.00219448 0.00266199 0.0025942
internal_count=3910 3318 3206 3026 2902 2747 2665 2380 162 2218 2177 2000 591 485 1409 169 1240 404 274 836 509 327 354 296 179 91 175 131 235
is_linear=0
shrinkage=0.00148603


Tree=1732
num_leaves=28
num_cat=0
split_feature=1429 4 1348 14 11 1456 1213 1374 1374 150 376 376 43 43 0 13 2 51 2 15 49 16 13 47 16 2 4
split_gain=0.000501932 0.000477859 0.000461591 0.000730704 0.00050705 0.000485187 0.000459802 0.00048902 0.000387435 0.000460265 0.000350818 0.000483271 0.000388027 0.000641655 0.00041087 0.000434302 0.00039859 0.000330564 0.000296986 0.000491877 0.00028391 0.000372493 0.000766483 0.000383382 0.000384862 0.000491403 0.000314765
threshold=-1.0000000180025095e-35 0.50657000000000008 0.084620000000000015 0.077685000000000018 0.088315000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086000000000000007 -0.094679999999999986 0.095565000000000011 0.11605500000000001 0.048375000000000008 -0.069974999999999996 -0.0037249999999999996 -0.055084999999999988 -0.0030249999999999995 0.087005000000000013 0.11463000000000002 0.084065000000000015 -0.07052499999999999 -0.088729999999999989 -0.19424999999999998 -0.092894999999999991 0.087235000000000021 0.15737500000000001 0.091025000000000009 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 14 -14 15 18 -16 20 -10 -20 -15 22 -22 24 25 26 -23
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13 13 17 16 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28
leaf_value=-0.0011370804430651854 -0.0010523312927447081 0.0010414962114820943 0.00095200410157755171 -0.0013796541221996214 -0.0010114338505100662 -0.00081424772337638184 -0.00068660877383230998 -0.0009912571822636581 0.00097641444540620106 0.0010403493524430121 -0.00071096998741665299 0.0010445851005058812 -0.0012917964271836144 -0.00054262690688528892 0.0015339412546262479 -0.00050483201955441254 0.00032110103759321561 -0.00071005104198470701 0.000745400037699182 -0.00076927341447929367 0.00067245529458635821 0.00080806464770827606 -0.0010733654379888671 -0.00034209606965531083 -0.000272138152996691 0.0014709565892195321 -0.00030494255604161601
leaf_weight=0.0010216281564154319 0.0010516846909555252 0.0011178501682142091 0.0012026543257822589 0.0010549999812750057 0.0012801208955792722 0.0014823729901875934 0.0013767713121879402 0.0010161031339791507 0.0015922788362570106 0.0015454070381923915 0.0012051480574493114 0.0015576200163533995 0.0010021596057067364 0.0013848135252132474 0.0013167817963722888 0.0018436915549630561 0.0014994350139009849 0.0013324536025555176 0.0012405618523886192 0.0010033910038118876 0.0011923485811196621 0.0017663728806301881 0.0014322511978328489 0.0013424426739211681 0.0010348816367056202 0.0017949628711726451 0.0010471702635083315
leaf_count=181 318 210 79 123 78 539 62 83 146 146 18 113 413 37 32 208 67 75 167 185 42 118 64 70 77 143 116
internal_value=0 6.39898e-06 -2.70438e-05 -6.2301e-05 -1.93277e-05 2.15599e-05 5.91946e-05 0.000104582 0.000145056 0.000188869 0.000135353 0.000178971 0.000117197 -5.40296e-05 0.000385839 0.000136763 0.00088819 4.65926e-05 0.000445113 6.81088e-05 0.000138286 0.000236402 -0.000280244 0.000430508 0.000614294 0.00081335 0.000393815
internal_weight=0 0.0357167 0.0345989 0.0333962 0.0323412 0.0310611 0.0300094 0.028527 0.0275109 0.0261342 0.0245888 0.0233836 0.021826 0.0133299 0.00849614 0.00567992 0.00281622 0.0123277 0.00383623 0.00224395 0.0109952 0.00961043 0.0026246 0.00698583 0.00564339 0.00460851 0.00281354
internal_count=3910 3729 3519 3440 3317 3239 2921 2382 2299 2237 2091 2073 1960 1155 805 706 99 742 498 352 667 630 106 524 454 377 234
is_linear=0
shrinkage=0.00160853


Tree=1733
num_leaves=16
num_cat=0
split_feature=150 1374 484 15 1 42 49 474 43 3 2 43 1 42 0
split_gain=8.39951e-05 0.000199122 0.00017976 0.000160135 0.000112195 0.000172421 0.000152555 0.000182021 0.000152694 0.000130041 0.000123549 0.000137692 0.000151594 0.000120107 8.90985e-05
threshold=0.083205000000000015 -0.094679999999999986 -0.0043499999999999988 -0.091024999999999981 0.12864500000000004 0.09901500000000002 -0.006494999999999999 0.084835000000000008 -0.07526999999999999 0.11265500000000002 0.083585000000000007 0.0016850000000000001 0.10593500000000002 -1.0000000180025095e-35 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -4 8 13 -6 -10 12 -12 -8 -15
right_child=1 3 4 -5 9 -7 7 -9 10 -11 11 -13 -14 14 -16
leaf_value=-0.0028272984116976476 -0.0016229043940996174 0.0036050583299178139 -0.0017979398125806036 0.00053674550424939185 0.0026914761165792549 -0.0027254634257114401 -0.00054207686226318171 0.0027076267035636955 -0.0020004970518037362 -0.00041510173460201395 -0.0025461094095594761 0.0012166462375402061 0.00057183860070591326 0.00063566409754407772 0.0032017645148556184
leaf_weight=0.00100905291908887 0.0010241701249977808 0.0010752411027645098 0.0017661718911737853 0.0019381844400668943 0.0012068932799051092 0.0010692774156681748 0.001259996092264383 0.0010793986534165531 0.001895420714477937 0.0010032988827280015 0.0013101392916486862 0.0019473721215876802 0.0012285287303388515 0.0010934919073661981 0.001107164746839806
leaf_count=580 62 105 175 337 146 350 298 180 322 117 541 284 76 247 90
internal_value=0 0.000806046 -0.000217185 0.00163157 -5.22375e-05 -0.000266479 -5.92434e-05 0.00022193 -5.068e-05 0.00128127 -0.000635553 -5.88436e-05 -0.00103725 0.00102783 0.00192669
internal_weight=0 0.0040376 0.0169762 0.00301343 0.0159672 0.013757 0.0126877 0.0109215 0.00984211 0.00221019 0.00638146 0.00448604 0.00253867 0.00346065 0.00220066
internal_count=3910 504 3406 442 2826 2563 2213 2038 1858 263 1223 901 617 635 337
is_linear=0
shrinkage=0.00637641


Tree=1734
num_leaves=17
num_cat=0
split_feature=4 11 3 1 2 151 160 50 2 13 2 0 0 16 43 3
split_gain=8.54411e-05 0.000121802 0.000109712 0.000112508 0.000202725 0.000192675 0.00015437 0.000218636 0.000149948 0.000109467 0.000188829 0.000102641 0.000182255 0.000219096 7.00747e-05 6.15997e-05
threshold=0.50541500000000006 0.08184000000000001 -0.12008499999999998 0.088010000000000019 0.10393500000000001 -0.086769999999999986 -1.0000000180025095e-35 0.088160000000000002 0.096540000000000015 -0.084084999999999979 0.087005000000000013 -0.099864999999999995 -0.16443499999999997 -0.094359999999999986 -0.028814999999999997 -0.011169999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 8 -5 -7 11 9 -4 -11 12 13 -8 -1 -13
right_child=-2 -3 3 5 -6 6 7 -9 -10 10 -12 15 -14 -15 -16 -17
leaf_value=0.0020290290489956729 0.0015225111017593686 -0.0017566575755253238 -0.002193578399024179 0.0022787858222883674 -0.0027582647879195741 -0.0017324323705651384 -0.0024759367682241243 0.0025195265661871907 0.0015034019556064086 0.00099699936473840044 -0.001720672048370541 -0.00013367559515757495 0.0017498435182170431 0.00089874539375924749 0.00013911772195066046 -0.0019783190045646304
leaf_weight=0.0012078667637450691 0.0010171404760801707 0.0012253792159747914 0.0011066862523916761 0.0011887630037666916 0.0011624205024548598 0.001371716144471514 0.001031579690680462 0.0010780319792317306 0.0011365596518410001 0.0017228057638164823 0.00135105357157898 0.0010271515262258593 0.0016683317829659381 0.0012728575639329165 0.0011197468137152345 0.0011216920772447016
leaf_count=115 228 204 588 141 334 249 60 250 202 428 574 199 110 33 87 108
internal_value=0 -9.48223e-05 1.48535e-05 -0.000143524 -0.000699472 0.000225557 -5.92061e-05 0.000259586 -0.00024938 -0.000725907 -0.000197499 -0.000138395 0.000379878 -0.000611929 0.00111985 -0.00109658
internal_weight=0 0.0197926 0.0185673 0.0162396 0.00647953 0.00976012 0.00857136 0.00719964 0.00531711 0.00418055 0.00307386 0.00612161 0.00397277 0.00230444 0.00232761 0.00214884
internal_count=3910 3682 3478 3276 2126 1150 1009 760 1792 1590 1002 510 203 93 202 307
is_linear=0
shrinkage=0.0054422


Tree=1735
num_leaves=17
num_cat=0
split_feature=12 1 47 50 1 4 159 12 43 42 3 3 2 151 457 124
split_gain=8.24094e-05 0.000184849 0.000172794 0.000139 0.000203125 0.00028333 0.000142428 0.000132821 0.000195519 0.000228443 0.000149229 0.000138705 0.000262359 0.000160511 9.60406e-05 7.73629e-05
threshold=-1.0000000180025095e-35 0.092550000000000007 0.11896000000000002 0.088425000000000017 0.11235500000000002 0.24280000000000004 0.089930000000000024 0.10214500000000001 -0.15648499999999999 0.085545000000000024 -0.115685 0.094625000000000015 0.085255000000000011 -0.016164999999999995 0.088175000000000017 -0.027784999999999997
decision_type=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 -2 10 -10 12 -12 -14 -13 -3
right_child=2 15 -4 -5 5 -7 -8 -9 9 -11 11 14 13 -15 -16 -17
leaf_value=-0.0011256843016750077 0.0025344975474490225 0.00071535848999313974 -0.0022688962264180539 -0.0017784387710123315 -6.5523919055261895e-06 0.0040723700110523895 -0.0021321078959049377 -0.0018761372338579564 0.0024118638376690012 -0.0020243870967577311 0.0012110476271089397 3.555942384076746e-06 -0.00027529308183611484 -0.0034930503316537866 0.0024938847584822835 0.0028669567073794991
leaf_weight=0.0011434134519242569 0.0011665099918227737 0.0011852074257197552 0.0012758451783005378 0.0014135204365833395 0.0014018704107425792 0.0010216091265545235 0.0011457285142169949 0.0011132773844129773 0.0011069786080668562 0.0016252963260293962 0.0015513030340366515 0.0010788183616252667 0.0010242843287818944 0.0011330337335603465 0.0010707860458269991 0.0011354997212201512
leaf_count=141 88 246 115 616 146 118 264 242 138 728 280 74 92 399 54 169
internal_value=0 0.000812949 -0.000183288 -1.54387e-05 0.000157146 0.0017129 -0.000156631 5.15848e-05 0.000271538 -3.57505e-05 0.000428288 5.34689e-05 -0.00063663 -0.00196527 0.00124407 0.00176811
internal_weight=0 0.00346412 0.0171289 0.015853 0.0144395 0.00242348 0.012016 0.0108703 0.00975701 0.0085905 0.0069652 0.00585823 0.00370862 0.00215732 0.0021496 0.00232071
internal_count=3910 556 3354 3239 2623 264 2359 2095 1853 1765 1037 899 771 491 128 415
is_linear=0
shrinkage=0.00589082


Tree=1736
num_leaves=28
num_cat=0
split_feature=1213 1429 14 151 1456 1374 38 376 133 3 1374 39 483 484 0 49 52 15 47 43 4 4 13 4 13 42 1
split_gain=0.000561211 0.000571454 0.000504879 0.000467999 0.000400077 0.000379453 0.000402052 0.000431538 0.000464218 0.000550004 0.000424006 0.000443509 0.000407112 0.000557397 0.000400421 0.000371738 0.000363057 0.000363438 0.000282806 0.000532411 0.000346875 0.000580627 0.000258154 0.000371067 0.00025171 0.000235074 0.000200605
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.40391999999999995 -1.0000000180025095e-35 0.087785000000000016 1.0000000180025095e-35 0.11605500000000001 -0.24173499999999998 0.16699000000000003 -0.094679999999999986 0.090190000000000006 0.083960000000000021 0.085815000000000016 0.12346000000000001 0.10447000000000002 0.084240000000000023 0.091435000000000002 0.081320000000000017 -0.072649999999999978 0.0021050000000000005 -0.07606499999999998 0.0015650000000000002 -0.06272999999999998 -0.003375 0.085465000000000013 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 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 12 13 14 15 16 17 18 20 -20 21 24 23 -18 -12 -19 -22
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 22 25 19 -21 26 -23 -24 -25 -26 -27 -28
leaf_value=-0.00086880314892045737 -0.0010405481099542793 -0.00086924634493896178 -0.00077351098952038397 -0.00065885874616647216 -0.00071445685045160403 -0.00069015091801323959 -0.00055580287618471288 -0.00062646584326078887 -0.00050768988596409199 0.0010842084382830515 0.0011744072830499632 0.0011242429023867958 -0.00058796912600178933 0.0010989171058823578 -0.00042776562003320537 0.00098242965662304321 -0.0011109093905156476 -0.00070002208388259121 0.00070122787126898341 -0.000439719573262798 0.00051803452693450938 -0.00026783166164170025 0.00037426822593864835 2.9810269910933516e-05 0.00026340054570243648 0.00027769402770920498 0.0012933672345398042
leaf_weight=0.0015960196447002131 0.0010610168204566164 0.0010680199300896467 0.0015351018511939865 0.0013767086908384732 0.001026726843239927 0.0011199385453495294 0.0015281836575929955 0.001252503694085221 0.0015531432037469975 0.0017068142400654121 0.0015107837866008555 0.0012456072307736035 0.0012181035366376205 0.0016226922370143884 0.0018860628010420313 0.0014602097161506835 0.0010566146655603958 0.0010804497488330353 0.001626668424816291 0.0018615546416372863 0.0011801257791066722 0.001916960134660875 0.0011651944631551059 0.0014169577018239834 0.0011216912014297836 0.0010097665777091258 0.0017716318744954163
leaf_count=592 181 83 111 287 211 80 86 30 48 140 125 146 226 95 76 109 236 55 54 62 74 248 98 161 85 82 129
internal_value=0 1.33628e-05 4.41522e-05 8.02386e-05 0.000110316 0.000143061 0.000172952 0.000210462 0.000247323 0.000283349 0.00023017 0.000277621 0.000231582 0.000277613 0.000211191 0.000277484 0.000215913 0.000329153 0.000435066 9.23402e-05 0.000594442 0.000342088 -0.000191127 -0.000457461 0.00078623 -0.000227695 0.000983386
internal_weight=0 0.0373792 0.0363182 0.0347831 0.0337151 0.0323384 0.0312184 0.0296903 0.0284378 0.027411 0.0257042 0.0241511 0.0229055 0.0216874 0.0200647 0.0181786 0.0167184 0.0130796 0.0109894 0.00348822 0.00750119 0.00454944 0.00363877 0.00247357 0.00263247 0.00209022 0.00295176
internal_count=3910 3318 3137 3026 2943 2656 2576 2490 2460 2249 2109 2061 1915 1689 1594 1518 1409 914 777 116 661 458 495 397 210 137 203
is_linear=0
shrinkage=0.00145689


Tree=1737
num_leaves=29
num_cat=0
split_feature=1213 14 1456 151 52 403 1374 43 42 376 16 4 48 47 0 484 1 52 4 49 49 13 160 13 1 1 13 3
split_gain=0.000550808 0.000476594 0.000445067 0.000440148 0.000399989 0.000371065 0.000350711 0.000373637 0.000419048 0.000687037 0.000479646 0.000462559 0.000662362 0.000397455 0.000319474 0.000370102 0.000289267 0.000453754 0.000447001 0.000437465 0.000240708 0.000268845 0.000445802 0.000316552 0.000293602 0.000231386 4.05157e-05 2.65002e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.40391999999999995 -0.42985499999999993 -1.0000000180025095e-35 -0.094679999999999986 0.16180500000000003 -0.10770999999999999 1.0000000180025095e-35 0.41476000000000007 -0.23071499999999998 0.091555000000000011 0.087850000000000025 -0.230625 0.09129000000000001 0.11649500000000002 0.10218500000000001 -0.084009999999999987 -0.085974999999999982 -0.075429999999999983 -0.091849999999999987 -0.077849999999999989 0.0015650000000000002 0.087545000000000026 0.10786000000000001 -0.010384999999999998 -0.10942499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 11 12 27 14 -13 16 17 18 -16 -20 -21 -22 -23 24 -24 -15 -27 -10
right_child=1 -3 3 4 5 6 7 -9 9 -11 -12 13 -14 25 15 -17 -18 -19 19 20 21 22 23 -25 -26 26 -28 -29
leaf_value=-0.00089532822852864808 -0.00075181344204526166 -0.00081239776106918388 -0.00086142308426843213 -0.0007576727150746561 -0.00068510400728666267 -0.00052761563672723186 -0.00039809034756572818 -0.00045915432326400452 -0.00064837806296732766 0.0012270791229209829 0.0012048029355261908 0.0010852540255183001 0.00054118512726999241 -0.00055890723609032197 0.001093436621424123 -0.00048726964335245505 0.0010257648910949927 -0.00051197912182009825 -0.00048877980684076483 0.0010877295610754783 0.00081014493344934815 0.00095271073694213346 -0.00098186966559204243 0.00052128716129163646 9.4009800156265736e-05 0.0003890815262097709 -2.4550773150195264e-05 -0.00098073997307120543
leaf_weight=0.0014516790698146645 0.0013929708055020048 0.0014011105778320978 0.0010021916496676378 0.0010666926907794685 0.0010892364091825138 0.0014120289759080853 0.0019139536586816183 0.0016356733394876357 0.0010072610835720752 0.001618394284744972 0.0010537261114480492 0.0012901033638401558 0.0012194829856504441 0.0016036540507580179 0.0017421794769680787 0.0010907088547258406 0.0013839539710182877 0.0012381914182580953 0.0013159945016361675 0.0010029322067324244 0.0016677369900743848 0.0010270810113283992 0.0011249158599338192 0.0010100506301233825 0.0010325481608648435 0.0010091755630613486 0.0010013771801560267 0.0010297552623918125
leaf_count=592 312 112 83 276 554 53 114 198 26 163 44 56 38 97 73 109 186 187 71 32 35 110 135 50 81 36 24 63
internal_value=0 2.03086e-05 5.46419e-05 8.91127e-05 0.000119271 0.000149921 0.000180825 0.000216528 0.000258418 0.000309769 0.000244801 0.000198392 -0.000308012 0.000287338 0.000392302 0.000326743 0.000397513 0.000319614 0.000423376 0.000280688 0.000428187 0.000315351 0.000118626 -0.00015183 -0.000466961 -0.000146153 0.000183068 -0.000816394
internal_weight=0 0.0353831 0.033982 0.032589 0.0315868 0.0305201 0.0294309 0.0280188 0.0263832 0.0244692 0.0228508 0.0217971 0.0032565 0.0185406 0.0149264 0.0136363 0.0125456 0.0111616 0.00992344 0.00818126 0.00686526 0.00586233 0.0041946 0.00316751 0.00215746 0.00361421 0.00201055 0.00203702
internal_count=3910 3318 3206 2894 2811 2535 1981 1928 1730 1616 1453 1409 127 1282 1125 1069 960 774 587 514 443 411 376 266 216 157 60 89
is_linear=0
shrinkage=0.00145689


Tree=1738
num_leaves=30
num_cat=0
split_feature=14 160 1213 51 39 3 13 48 1 2 52 14 1 47 15 1429 3 457 160 43 1 1 12 13 16 12 52 16 16
split_gain=0.000740777 0.00045243 0.000444096 0.00036441 0.00029428 0.00108984 0.000450305 0.000470155 0.000441912 0.000404765 0.000360935 0.000367462 0.000685147 0.000557335 0.000393613 0.000272001 0.000236835 0.000278525 0.000301906 0.000364836 0.00032997 0.000330257 0.000279169 0.000242235 0.00022276 0.000166266 0.000128514 0.000206692 0.000105133
threshold=0.077685000000000018 -0.40446999999999994 -1.0000000180025095e-35 -0.40274499999999996 0.005105000000000001 0.11265500000000002 -0.26418499999999995 0.12675000000000003 0.086245000000000002 0.11203000000000002 -0.27466499999999994 -0.46879999999999994 0.10113500000000002 0.10933000000000002 0.035895000000000003 0.079110000000000014 -0.115685 -0.0015249999999999997 -1.0000000180025095e-35 0.0041500000000000009 0.090820000000000012 0.08844500000000001 0.086935000000000012 0.14810000000000004 0.24895000000000003 0.08401500000000002 -0.030179999999999995 -0.30307999999999996 -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
left_child=1 -1 -3 -4 6 8 9 10 -6 24 -8 -12 15 14 26 16 23 -18 -19 20 21 22 25 -13 -5 -20 -14 -28 -10
right_child=-2 2 3 4 5 -7 7 -9 28 -11 11 12 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=-0.00086571325742897359 -0.0009244192685258926 -0.00069421687113326524 -0.000658331510276475 0.00062110598157332419 6.7097536449364014e-05 -0.00074397512882738324 -0.00071237364448143554 -0.0006683416785802878 0.00078308561942448392 0.0011859072328410081 -0.0007183154332069797 0.00062924834610309768 0.0012855210581730449 -0.00040612582337098355 6.4212369833395355e-05 0.00059660891770291398 -0.00083987501720987276 -0.00079042235413508198 -3.0838159370688804e-05 -0.000784432503838332 -0.0004755271079020367 0.000794628253929731 -0.00034596429758184337 -0.00017059580054134773 -0.00027255717077915941 0.00066326438451462316 0.0010773763681437172 0.00029012750826823262 0.0013461614520796574
leaf_weight=0.0010288949393483507 0.0015921271141431373 0.0014311928456823544 0.0011949907498415282 0.0010013116019036419 0.001090523403548537 0.0011214560166052934 0.0011054297054078023 0.0018496888006724879 0.0010743252320887103 0.0010959934450511799 0.0010046636956957391 0.0014619061981537762 0.0011545588263883744 0.0010254755980341201 0.0013535134225133305 0.0011084519030103027 0.001071062868402973 0.0010657369307586649 0.0011792562078179018 0.0010196463545924794 0.0015573898047209767 0.0013889080913696006 0.0019074479954160894 0.0012922645689095735 0.0010200338142567489 0.0013306081680857784 0.0014162875429635235 0.0010536136515879582 0.0013625885851226149
leaf_count=289 126 547 124 39 60 37 309 71 238 105 29 55 51 23 34 190 107 293 69 235 102 57 340 39 10 106 97 51 77
internal_value=0 1.38736e-05 3.99256e-05 7.14714e-05 9.86295e-05 0.000411795 4.56179e-05 -1.60533e-05 0.000779241 0.000527261 3.75793e-05 7.63352e-05 0.000115497 0.000497415 0.000683547 -4.39189e-05 -9.74055e-05 -0.000189394 -0.00011566 -2.98797e-05 7.4604e-05 0.000222164 4.21682e-05 0.000253959 0.000170136 0.000337141 0.000914831 0.000741551 0.00109793
internal_weight=0 0.0357672 0.0347383 0.0333071 0.0321121 0.00464889 0.0274632 0.0243459 0.00352744 0.00311734 0.0224962 0.0213908 0.0203861 0.00600345 0.00497797 0.0143827 0.0132742 0.0105201 0.00944899 0.00838326 0.00736361 0.00580622 0.00441731 0.00275417 0.00202135 0.00250986 0.00362446 0.0024699 0.00243691
internal_count=3910 3784 3495 2948 2824 412 2412 2258 375 154 2187 1878 1849 256 233 1593 1403 1309 1202 909 674 572 515 94 49 175 199 148 315
is_linear=0
shrinkage=0.00134594


Tree=1739
num_leaves=31
num_cat=0
split_feature=1429 1213 4 1348 14 1456 11 51 1374 3 15 2 9 38 124 40 39 13 0 43 160 4 1 1 1 48 0 48 4 16
split_gain=0.000622854 0.000600386 0.000492295 0.000461955 0.000924658 0.000583566 0.000549671 0.000495622 0.000475868 0.000340098 0.000433546 0.000353164 0.000305605 0.000257623 0.000390112 0.000595514 0.000849182 0.000734958 0.000703522 0.000369673 0.000408455 0.000436037 0.000277929 0.000606011 0.000548944 0.000294545 0.000260092 0.000320955 0.000206426 0.00018223
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.40274499999999996 0.087110000000000007 -0.12008499999999998 -1.0000000180025095e-35 0.106285 -1.0000000180025095e-35 1.0000000180025095e-35 -0.036134999999999994 -0.067204999999999987 0.005105000000000001 -0.23438999999999996 -0.053834999999999994 0.0041500000000000009 -0.082969999999999988 -0.083329999999999987 0.11649500000000002 0.10031000000000002 0.090820000000000012 0.11028500000000001 -0.11524 0.086870000000000017 0.0057500000000000008 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -9 -12 -11 14 -14 -16 17 29 19 20 -19 -22 23 24 26 -25 28 -28 -23 -17
right_child=1 2 -4 -5 -6 6 -8 8 -10 12 11 -13 13 -15 15 16 -18 18 -20 -21 21 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.001264856674435021 -0.0010039724764130359 -0.0011308684160606108 0.0011482538952149938 0.0011448010597704184 -0.0014833432066827018 -0.00098203711895292374 -0.0010061787735550262 0.0015005561928347006 -0.00097778209831062457 0.0010207808144348139 -0.00028703221582510903 0.00092496453041363664 0.0008599443296951056 -0.00068766074045713223 -0.00086390046467068487 0.0013889164496963318 0.0016373007228881705 -0.00064319255545806421 -0.0011464618079811658 -0.00084627013880449707 0.00098340624243597476 0.0001008182400316567 -0.00072240501848282038 0.0014549227215633561 -0.0012291321699414472 0.00025295301695819834 -0.00075638924270638418 0.00041780323523794719 0.0011458289233457289 0.00043363916751128326
leaf_weight=0.0011376065404667948 0.0016107220952102643 0.001189154030846378 0.0011740279677923812 0.0010428558627463272 0.001195776997144792 0.0011241652376132718 0.0012890983690994054 0.0012625917139961196 0.0010136946013228334 0.0010938747447691846 0.0014560044191469423 0.0013501354309539693 0.0019916775633803665 0.0011568860692752194 0.0018194248709382235 0.0012996421065531926 0.0010676738439010505 0.0016849671525581708 0.0015679771358235442 0.0012061719369096122 0.0019889586645058669 0.0011902344267582408 0.0010536033131245412 0.0013582922434061118 0.0010133683345259215 0.0010558050978115574 0.0014400027104711612 0.0012823337246877786 0.0010251932824115739 0.0010535332694416866
leaf_count=181 592 285 209 54 110 81 78 65 79 63 64 28 133 52 87 70 19 311 117 296 195 21 21 48 101 19 396 93 27 15
internal_value=0 1.64703e-05 6.03629e-05 2.51518e-05 -7.99112e-06 4.38443e-05 8.63744e-05 0.000131006 0.000172122 0.000211745 0.000669864 0.000296103 0.000138215 9.84138e-05 0.000137784 6.96404e-05 0.000157702 7.09992e-05 -6.10286e-05 5.79967e-05 0.000141302 0.000257175 0.000103818 0.000207881 -8.47418e-05 0.000929241 0.000150119 -0.000203296 0.000584399 0.000961232
internal_weight=0 0.0390578 0.0374471 0.0362731 0.0352302 0.0340345 0.0328453 0.0315562 0.030432 0.0294184 0.00406873 0.00280614 0.0253496 0.0242557 0.0230989 0.0211072 0.0192878 0.0182201 0.0158669 0.0142989 0.0130928 0.0114078 0.00941883 0.00836523 0.00595113 0.0024141 0.00493776 0.00272234 0.00221543 0.00235318
internal_count=3910 3729 3137 2928 2874 2764 2479 2401 2320 2241 157 92 2084 2021 1969 1836 1749 1730 1645 1528 1232 921 726 705 638 67 537 489 48 85
is_linear=0
shrinkage=0.00170698


Tree=1740
num_leaves=27
num_cat=0
split_feature=14 1213 1456 1374 11 1374 150 1 453 16 13 0 43 39 42 403 133 43 43 133 15 160 52 4 51 1
split_gain=0.000490822 0.00046152 0.000434323 0.000433705 0.000410118 0.000415962 0.000442257 0.000364856 0.000303024 0.000399733 0.000451117 0.00029009 0.000553868 0.00058116 0.000465901 0.000334388 0.000521057 0.000314947 0.000797986 0.000272491 0.000388816 0.000215406 0.000247484 0.000716031 0.000212493 0.000108613
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 0.088315000000000018 -0.094679999999999986 0.084800000000000014 0.086430000000000021 0.086430000000000021 -0.50585499999999983 -0.51172499999999987 -0.017269999999999997 -0.34918499999999997 0.005105000000000001 0.086825000000000013 0.03138500000000001 0.084285000000000013 -0.044024999999999988 0.093240000000000017 -1.0000000180025095e-35 0.10363000000000001 -1.0000000180025095e-35 0.055120000000000009 0.074650000000000008 -0.024374999999999997 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
left_child=1 -1 -3 4 5 -4 8 -8 9 -7 -11 12 -12 15 17 16 19 -13 -19 -14 21 24 23 25 -21 -23
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 11 14 13 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27
leaf_value=-0.00081576351773642389 -0.00086722009747376889 -0.00075715002904618261 -0.00063693601749718041 -0.00087010748293654889 -0.00062625267927574339 0.00080105881843084263 8.8640193069418273e-05 0.0010709699066107866 -0.00060202698710899044 -0.00068985972262305159 -0.00089856322541501967 0.0011466163315857437 -0.00067682769276339479 0.0009108320900111862 -0.00041283013665113256 0.00062308998543973151 -0.00099393115795432083 -0.00050999667487490311 0.0011455909460981019 0.00026912461007316438 -0.00068062383245595442 -0.00071474924167625104 0.00083729970059107084 0.00094470221663390001 -0.00062031451639614336 -5.6919584108484787e-05
leaf_weight=0.0014114383978896935 0.0014391248201527365 0.0014107509866808634 0.0014081023178356125 0.001012753720868175 0.0015755496393623494 0.001819117211456992 0.0013484930237743211 0.0019821962712905372 0.0012126349389385274 0.0014677218291236872 0.0012142655869075659 0.001695239360378506 0.0010253103165245867 0.0017585665823899735 0.0010748509040441612 0.0016787954864835317 0.0011703790635246162 0.0012160135825763562 0.0012564018334195737 0.001237722822927334 0.0011324048217997706 0.0010091699129803804 0.001779237504490716 0.0015034889208696001 0.0010569979026204849 0.0011284171013370425
leaf_count=578 126 312 66 70 115 102 89 222 68 40 92 73 344 179 61 136 599 119 21 57 83 129 45 28 99 57
internal_value=0 6.377e-07 3.43557e-05 6.84365e-05 9.8373e-05 0.000136208 0.000174051 0.000673255 0.000108686 0.000144263 9.09363e-05 0.000145671 4.65589e-05 0.000125812 0.000442387 1.72982e-05 -7.47953e-05 0.000662951 0.00033132 3.4165e-05 0.00011656 0.00023357 0.000391965 0.000174349 -0.00014057 -0.000367486
internal_weight=0 0.035586 0.0341746 0.0327638 0.0317511 0.0301755 0.0287674 0.00333069 0.0254367 0.0242241 0.022405 0.0209373 0.0156948 0.0144805 0.00524251 0.0127219 0.0110431 0.00416765 0.00247242 0.00987275 0.00884744 0.00771503 0.00542031 0.00364108 0.00229472 0.00213759
internal_count=3910 3784 3206 2894 2824 2709 2643 311 2332 2264 2162 2122 1848 1756 274 1577 1441 213 140 842 498 415 259 214 156 186
is_linear=0
shrinkage=0.00145689


Tree=1741
num_leaves=29
num_cat=0
split_feature=1213 14 160 52 1374 1456 403 376 16 13 43 1374 14 15 15 2 1 16 16 15 0 4 3 43 16 2 2 0
split_gain=0.000519252 0.000468493 0.00046222 0.000386541 0.000337888 0.000347396 0.000329165 0.000302615 0.000386136 0.000405059 0.000431621 0.000298354 0.000293846 0.000293593 0.000507936 0.000518267 0.00034901 0.000255623 0.000407632 0.000416225 0.000414284 0.000414712 0.000225987 0.000216377 0.000126303 8.87272e-05 8.66348e-05 2.97373e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40446999999999994 -0.42985499999999993 -0.094679999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11605500000000001 0.41476000000000007 0.17936000000000002 -0.15109999999999998 0.084470000000000003 -0.46795499999999995 -0.26361999999999991 -0.10192499999999999 0.091025000000000009 0.10937500000000001 -0.19424999999999998 -0.083564999999999987 0.024640000000000006 -0.10131499999999999 -0.029114999999999999 -0.10942499999999998 0.079060000000000005 0.16388500000000003 0.12401500000000001 0.084065000000000015 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 12 -12 -14 15 -15 17 23 26 20 -20 24 -11 -16 -22 -18 -19 -17
right_child=1 -3 3 4 5 6 7 -9 -10 22 11 -13 13 14 16 27 25 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00099328213117794509 -0.0010128708192030384 -0.00095775851093251436 -0.00082141267367489212 -0.00070043308192182521 -0.00069280362393945216 -0.00070443824950469115 0.0010904028219820329 -0.00057024709445170705 0.001031034539739998 -0.00099883139657207286 -0.00057476257990383658 -0.00063962758956328343 0.00099910120171188142 -0.0010336382181550248 -0.00067896159692385481 2.9954799986746726e-05 0.0012845778742765124 0.0012837144736178492 0.001060569815284541 -0.00070536160676815866 0.00093507008947224762 -0.00059456778100239346 4.8183608366542719e-05 0.00025590592337261715 0.00013416417586461379 0.00063247598177680673 0.00067060979697803496 0.00042048240639042643
leaf_weight=0.0013758412738040229 0.0010214688508066163 0.0012342280295714039 0.0011677764686389138 0.0012401953148515324 0.0011935012131590308 0.0010176389306352221 0.0015730656426107261 0.0011758727883125477 0.0015935782455475103 0.0010270090702604873 0.0010319673521734787 0.0010028469820741728 0.0014610012276625164 0.0014520262856214236 0.001172101870239293 0.0010023660565892101 0.0011576682042953043 0.001179838937062516 0.0016068466134204649 0.0011014325520461998 0.0010258959028785928 0.0014217627097157437 0.001109697014812421 0.0014125546688807944 0.0010120238859734343 0.0010116095855438045 0.0012057208841792233 0.0010156918361563516
leaf_count=592 258 112 337 66 219 543 74 29 67 44 52 90 164 99 68 26 93 56 57 140 46 294 72 31 51 67 90 73
internal_value=0 1.49038e-05 5.19637e-05 8.6635e-05 0.000121743 0.000156948 0.000193468 0.000227623 0.000264305 0.000213359 0.000278735 0.000215755 0.00026027 0.000307517 0.000247293 -0.000300789 0.000390213 0.000275252 0.000409204 0.000190824 0.000385649 7.21822e-05 -0.000455065 -0.000168042 0.000537343 0.00098048 0.000973836 0.000226508
internal_weight=0 0.0336274 0.0323932 0.0313717 0.0302039 0.0289637 0.0277702 0.0267526 0.0255767 0.0239831 0.0218464 0.0202734 0.0192705 0.0182385 0.0167775 0.00347008 0.0133075 0.0111382 0.00855352 0.00616796 0.00506653 0.00345968 0.00213671 0.00258466 0.00203792 0.00216928 0.00238556 0.00201806
internal_count=3910 3318 3206 2948 2611 2545 2326 1783 1754 1687 1571 1497 1407 1355 1191 198 993 833 734 588 448 391 116 99 97 160 146 99
is_linear=0
shrinkage=0.00160853


Tree=1742
num_leaves=28
num_cat=0
split_feature=1213 1456 14 52 151 1374 457 160 128 376 43 1 12 4 4 4 3 15 16 52 2 4 1 16 47 403 15
split_gain=0.000704012 0.00050112 0.000505401 0.000378985 0.000396236 0.000404505 0.000366687 0.000336236 0.000419142 0.000360918 0.000390553 0.000549119 0.000609789 0.000411655 0.000443929 0.000413833 0.000475196 0.000362557 0.00034066 0.000473937 0.000305465 0.000274334 0.00025306 0.000241489 0.0003834 0.000181762 0.000110551
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -0.27336999999999995 -0.094679999999999986 0.088055000000000008 0.087825000000000014 0.086435000000000012 0.11605500000000001 -0.062599999999999989 0.12293500000000002 0.098595000000000016 -1.0000000180025095e-35 0.15927500000000003 -0.23071499999999998 0.12991000000000003 0.05377500000000001 0.23932500000000004 0.084240000000000023 0.096540000000000015 0.0021050000000000005 0.095575000000000007 -0.077034999999999978 0.089945000000000011 0.086810000000000012 -0.015439999999999997
decision_type=2 2 2 2 2 2 2 2 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 12 18 15 22 16 -12 26 19 21 -9 -7 -15 24 -16 -19 -17
right_child=1 2 -4 4 5 6 -8 20 -10 -11 13 -13 -14 14 23 17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0010618031881754393 -0.00089666939341955659 -0.00077969238289165058 -0.00087184574261734381 -0.00078855221094263086 -0.00069388450866158234 0.00031504296370132921 0.00091636262417540244 -0.0010476017940543273 -0.00075042822079597117 -0.00054602961207416475 -0.00073567733110178261 0.0015699112765013021 -0.00054750124027525134 -0.001228030315302835 0.00082391947521575162 0.00073015468284745003 0.00067343244260132035 -0.00018050050975157721 0.0013466432014721461 -0.00023128009097409864 0.00014442358621146877 0.0012477945839763564 -0.00020609947626731482 -0.00045247576355866761 -0.00021872463810976167 0.00070736790016651715 0.0013869788813900487
leaf_weight=0.0015640881117917884 0.0014271829615488665 0.0011844330922318033 0.0013978808796043509 0.0011295263615522791 0.0013131398915255934 0.00152695119331267 0.0016788245417216343 0.0010545513543345755 0.0010875787054579747 0.001339012512434761 0.0013854524185825581 0.0011613168080053526 0.0013679611974806993 0.0011228032280937526 0.0019621404271042142 0.0012101176127955471 0.0010433896320591884 0.0012868037614403027 0.0012631417114064014 0.0017439960176357516 0.0010843518160741361 0.001611980627394094 0.001300695165923571 0.0012321986040015886 0.0015860234951823315 0.0010342905030589211 0.0013461829502077194
leaf_count=592 332 290 92 80 53 274 123 144 151 27 77 107 110 153 140 84 24 374 30 256 87 84 42 53 43 46 42
internal_value=0 1.90142e-05 5.69436e-05 9.62194e-05 0.00012877 0.000162473 0.000200683 0.000157388 0.000207551 0.000250034 0.000296008 0.000560707 0.000404732 0.000137749 -0.000129751 0.000401501 -0.000130348 0.000666351 0.000616675 0.000427843 -0.000443285 0.000794052 -0.000679559 0.000148985 0.000357859 0.000215138 0.00107605
internal_weight=0 0.0358819 0.0344547 0.0330569 0.0318724 0.0307429 0.0294298 0.0277509 0.025612 0.0245245 0.0231854 0.00867535 0.00751403 0.0145101 0.00720386 0.00730624 0.00242884 0.00487739 0.00614607 0.00488293 0.0021389 0.00313893 0.0024235 0.00478036 0.00354816 0.00232109 0.0025563
internal_count=3910 3318 2986 2894 2604 2524 2471 2348 2117 1966 1939 861 754 1078 431 647 101 546 644 614 231 358 195 236 183 420 126
is_linear=0
shrinkage=0.00157699


Tree=1743
num_leaves=29
num_cat=0
split_feature=1213 1429 160 9 1374 2 4 2 159 40 128 0 47 43 15 52 13 43 0 15 48 12 52 49 13 15 2 3
split_gain=0.000628778 0.000499511 0.000418125 0.000332013 0.000325918 0.00044087 0.000804626 0.000513056 0.000491183 0.000402651 0.000380844 0.000449609 0.000538707 0.000767946 0.000568361 0.000541404 0.000416051 0.000368839 0.000442731 0.000420852 0.000361583 0.00034052 0.000310146 0.000438435 0.000381033 0.000196746 0.000135225 0.000103842
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 0.090240000000000015 0.10946500000000002 -0.49837999999999999 0.11230000000000001 0.079875000000000015 -0.0099849999999999991 0.086435000000000012 -0.017269999999999997 0.086425000000000016 -0.075819999999999985 -0.064869999999999983 -0.11051499999999999 -0.09547499999999999 -0.089604999999999976 -0.083424999999999985 0.088345000000000021 0.085760000000000017 0.084100000000000022 0.13266500000000003 -0.045004999999999996 -0.15078499999999997 0.084050000000000014 0.091525000000000009 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -14 -15 -8 26 19 20 -18 25 -13 23 -11 -25 27 -17 -19
right_child=1 2 3 4 -6 7 10 8 -10 22 -12 21 13 14 -16 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.00094253685136841533 -0.0010108399000959896 -0.00087968319962203356 0.00084005111035580758 -0.0010396666453625614 -0.00077723479067850424 0.0012486716930275581 -0.00063034880064031509 0.00079175850508993412 0.0011653554013605198 0.00036993178777295786 -0.00085157140165755896 0.0012704545292159537 -0.0014851296763001938 -0.0006107456266684991 0.00082719769440555693 0.00042201559577867198 -5.9350320109563457e-06 0.00021909439927523058 -0.00092944525056169909 0.0011971045534793301 -0.00044865099292416198 0.00023018902957785498 0.00045120373214101964 5.2810686096710543e-05 -0.0010826847222839126 -0.00025568069876560716 0.0011483977944919219 0.00071679352775946348
leaf_weight=0.0015590853012869268 0.001009023356497162 0.0010399851126147988 0.001213844188784465 0.0016335425343103572 0.0010222778547457336 0.0012126736589554996 0.0018254808716770239 0.00139493914532804 0.0010449479177337961 0.0013851511947047266 0.0010076746655553184 0.0011113981311636862 0.0012018718192531863 0.00153869748993396 0.0010024853176227025 0.0010572808793743978 0.0012803633868555524 0.0018157404394563781 0.0010917315653055171 0.0012881862608047356 0.0019453442710160029 0.0018541440397399356 0.0016333105196064679 0.001048914831135229 0.0017272137639759407 0.0010508059764415822 0.0012178745257322987 0.0018886929080830228
leaf_count=592 181 258 126 78 67 57 231 106 168 43 152 70 139 94 14 80 134 281 391 50 92 48 37 38 176 132 30 45
internal_value=0 2.05746e-05 4.90605e-05 7.62726e-05 4.9228e-05 7.46313e-05 -3.31369e-05 0.000346258 0.000213362 7.49963e-05 4.10008e-05 8.34863e-05 -3.92051e-06 -0.000506387 -4.34834e-05 0.000126132 0.000235419 0.00010906 -5.19146e-05 0.000597417 9.10622e-05 0.00062005 -9.75508e-05 -0.000312938 -0.000653656 0.000311856 0.000810843 0.000472845
internal_weight=0 0.0375436 0.0365346 0.0354946 0.0342807 0.0332585 0.0238113 0.00944715 0.00823448 0.00718953 0.0221778 0.0211701 0.0182046 0.00374305 0.00254118 0.0144615 0.012636 0.0103609 0.00779232 0.00256855 0.00670058 0.00296554 0.00579459 0.00416128 0.00277613 0.00475524 0.00227516 0.00370443
internal_count=3910 3318 3137 2879 2753 2686 2061 625 568 400 1983 1831 1713 247 108 1466 1235 1125 941 184 550 118 294 257 214 458 110 326
is_linear=0
shrinkage=0.00148603


Tree=1744
num_leaves=29
num_cat=0
split_feature=14 1429 1213 151 49 157 130 1374 483 376 52 15 0 457 16 160 12 2 0 3 52 4 13 43 157 394 13 2
split_gain=0.000539471 0.000571596 0.000534597 0.00043233 0.000396644 0.000397258 0.000341108 0.000324842 0.000341213 0.000346405 0.000517883 0.000509472 0.000506985 0.00041337 0.000418215 0.000398107 0.000335407 0.000295198 0.000284779 0.000477904 0.000278637 0.000504736 0.000486331 0.000270764 0.000263544 0.000257638 0.000164631 0.000158499
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.10447000000000002 -0.073574999999999988 -0.0015749999999999998 -0.095439999999999983 -1.0000000180025095e-35 0.11605500000000001 0.11588000000000002 -0.035939999999999993 -0.06402999999999999 -0.066264999999999991 -0.083564999999999987 0.086620000000000016 0.089505000000000015 0.089910000000000004 -0.077944999999999987 -0.025254999999999996 0.09716000000000001 -0.23071499999999998 -1.0000000180025095e-35 -0.017894999999999998 -0.084354999999999986 -0.078964999999999994 -0.016579999999999998 0.13479000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 25 -8 -9 10 12 -12 13 -10 16 18 17 -15 19 -16 21 22 -14 -18 -5 -7 -23 -6
right_child=-2 2 3 4 27 6 7 8 9 -11 11 -13 20 14 15 -17 23 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=-0.00091431797459171679 -0.00073792000239362792 -0.000675716349438987 -0.00073547364700263869 8.3539840885662304e-05 0.00081955352402698824 -2.4259063893786308e-05 -0.00050813712993502073 -0.00062393980859007814 -0.00052689543946587308 -0.00049861531117306984 5.4459459603970355e-05 -0.0010422945752169694 0.00058425255297845388 0.00025629946677467515 -0.0010833379872105409 0.0005129191028786994 0.0004893850540713063 0.00095747912803060675 0.0002892564676752187 -8.3544351687715637e-05 0.0010310368741654663 0.00043276442152093874 -0.00051696185208042361 -0.00030956964606014222 0.00086997218400625186 -0.00089147938065182693 0.00105540499225344 0.00020422944062476966
leaf_weight=0.0010041707107579781 0.0015479707605547946 0.0015590867462130223 0.0010043705022795271 0.0012064314732463527 0.0015057575977642642 0.0010317777672050332 0.0015253181585919142 0.0010127960221648072 0.0015236762086983944 0.0013512674981603348 0.0017781928975141859 0.0010366372865207021 0.0011298825461105722 0.001796969572901143 0.0011955372582236655 0.0012853936929797527 0.0011672466284960437 0.0019204898066869508 0.0010274237884617763 0.0019367074719083277 0.0012651162935455318 0.001250485508116933 0.0013742391047735225 0.001496909745179853 0.0014515491067690336 0.0010883991369285131 0.0013824489550735104 0.0011352208669767327
leaf_count=180 126 578 83 180 195 104 34 168 120 22 163 197 44 150 289 83 41 136 185 78 20 101 74 102 168 144 77 68
internal_value=0 1.11549e-05 3.66585e-05 6.85004e-05 9.23371e-05 5.32131e-05 1.04459e-05 4.89035e-05 8.29836e-05 0.000112917 0.000149534 -0.00034945 0.000220641 8.26891e-05 0.000161224 -9.19145e-05 0.000377213 0.000618538 -0.000278816 -0.000465153 0.000508312 0.000379579 -2.00839e-05 4.04763e-05 0.000513018 -0.000469449 0.000759688 0.000555057
internal_weight=0 0.0374435 0.0364393 0.0348802 0.0338759 0.0312349 0.0285769 0.0264567 0.0249314 0.0239186 0.0225674 0.00281483 0.0197525 0.0133504 0.0118267 0.00544506 0.00638162 0.00371746 0.00415967 0.00313224 0.00640217 0.00513706 0.00250412 0.00266416 0.00265798 0.00212018 0.00263293 0.00264098
internal_count=3910 3784 3604 3026 2943 2680 2332 2084 2050 1882 1860 360 1500 1184 1064 635 429 286 552 367 316 296 118 143 348 248 178 263
is_linear=0
shrinkage=0.00124344


Tree=1745
num_leaves=18
num_cat=0
split_feature=14 124 13 132 4 43 13 15 133 49 151 2 2 1 3 2 2
split_gain=0.000148178 0.000109069 0.000147154 0.000191469 0.000214928 0.000192044 0.000223941 0.000219589 0.000212598 0.000281648 0.000180794 0.000226629 0.000486969 0.000212471 0.000131711 0.000122399 3.68988e-05
threshold=0.05884000000000001 -0.061329999999999989 -0.23438999999999996 0.080815000000000012 -0.23071499999999998 -0.079109999999999986 0.0015650000000000002 0.083935000000000023 -0.0056849999999999991 -0.07107999999999999 -0.044604999999999992 0.087995000000000004 0.11230000000000001 0.095575000000000007 -0.08348499999999999 0.10679500000000001 0.10274500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 16 7 8 14 -7 -10 -11 13 -13 -12 -6 -3 -4
right_child=-2 2 3 -5 5 6 -8 -9 9 10 11 12 -14 -15 -16 -17 -18
leaf_value=0.0017565380675153024 -0.0026561865815218173 6.6568202091510183e-05 -0.0035974189843802542 0.0020473894772660771 -0.0011559051000908812 -0.0027397953149015798 0.0030328883385799983 0.00094239493452795507 -0.0027781773926860713 -0.0017036367540743432 -0.0024683604957827098 0.0055317818440002399 -0.00017509870238050819 0.0018082281182290969 -0.0044452038538685869 0.0033582557106343136 -0.0016973134316706426
leaf_weight=0.0017955774500604703 0.001015706616876221 0.0011714520264649265 0.0010182989318093623 0.0015954492378002496 0.001202261860822694 0.0012930909546672534 0.0012945805513515591 0.0011401437073055853 0.001200006124340903 0.0010660868320666612 0.0010742405824287196 0.0015273603797929108 0.0014395082149167571 0.0012408822434683553 0.0012111709656500063 0.0010724410738855994 0.0010079027515392802
leaf_count=301 141 57 111 300 348 708 210 218 59 90 304 229 119 122 352 116 125
internal_value=0 9.59942e-05 -5.64811e-05 -0.000276356 -0.000512264 -0.000195519 0.000298213 -0.00160377 -0.000102216 0.000349638 0.000940903 0.00147466 0.00276284 -0.000176153 -0.00280663 0.00163979 -0.00265224
internal_weight=0 0.0213505 0.0195549 0.017311 0.0157155 0.0136893 0.0101358 0.00355358 0.00884118 0.00754808 0.00634808 0.00528199 0.00296687 0.00231512 0.00241343 0.00224389 0.0020262
internal_count=3910 3769 3468 3295 2995 2759 1841 918 1631 923 864 774 348 426 700 173 236
is_linear=0
shrinkage=0.00704007


Tree=1746
num_leaves=17
num_cat=0
split_feature=51 1 48 457 2 52 150 3 11 13 15 42 43 2 4 4
split_gain=0.000127466 0.000212203 0.000169553 0.00016485 0.000156614 0.000209454 0.000204862 0.000186079 0.000138388 0.000156647 0.000179718 0.000202728 0.00018478 0.000155457 0.000126728 0.000234659
threshold=-0.40274499999999996 0.13860500000000003 0.12649500000000002 0.088055000000000008 0.11542500000000001 0.11401500000000002 0.086025000000000018 0.11818000000000002 1.0000000180025095e-35 -0.094679999999999986 0.088495000000000018 0.085545000000000024 -0.083684999999999996 0.091525000000000009 -1.0000000180025095e-35 -0.078484999999999985
decision_type=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 13 11 12 -11 -2 15 -14
right_child=1 -3 -4 -5 7 -7 -8 -9 -10 10 -12 -13 14 -15 -16 -17
leaf_value=-0.0017882867008475426 -0.00017287515687072709 0.0020899853351625691 -0.0020749724113962448 0.0016847502398023391 0.0024366961391787205 -0.0022891292468394746 -0.0023739096900433116 -0.00049123033593066008 -0.0017688483789465002 0.0019596821800247398 -0.0020541761185062968 -0.0015994954258892735 -0.00067743476692964238 0.0023708868259233783 -0.0011820272241373378 0.0025202852171576189
leaf_weight=0.0010608963509109995 0.001105577624027629 0.001332797509286515 0.0010868389382792101 0.0015484292026270432 0.0013395415511363159 0.0013197617258187142 0.0010058299645738936 0.0010669928055269118 0.0010146218260636006 0.0019016168605098466 0.0011193336015381666 0.0013992377099798156 0.0014507375553835722 0.0016214874743074592 0.0015680413736663852 0.0011071086727468954
leaf_count=145 107 176 94 180 242 479 199 64 191 367 493 415 346 59 201 152
internal_value=0 7.01275e-05 -6.68371e-05 5.07028e-05 -9.79589e-05 -0.000301585 -0.000104265 0.00113853 8.15192e-05 0.000248059 -0.000100261 0.000194227 0.000610625 0.00133962 -1.11535e-05 0.000706629
internal_weight=0 0.020988 0.0196552 0.0185683 0.0170199 0.0146134 0.0132936 0.00240653 0.0122878 0.0112731 0.00854608 0.00742674 0.0060275 0.00272707 0.00412589 0.00255785
internal_count=3910 3765 3589 3495 3315 3009 2530 306 2331 2140 1974 1481 1066 166 699 498
is_linear=0
shrinkage=0.00523088


Tree=1747
num_leaves=15
num_cat=0
split_feature=51 16 123 13 42 3 2 2 2 2 49 0 14 3
split_gain=0.000104567 0.000178184 0.000202808 0.000220165 0.000155426 0.00019741 0.000305015 0.000160272 0.000192437 0.000169289 0.000107985 0.000167345 0.00031149 9.66026e-05
threshold=-0.40274499999999996 0.41476000000000007 1.0000000180025095e-35 0.17936000000000002 0.091955000000000023 -0.100615 0.086130000000000012 0.084065000000000015 0.089910000000000004 0.092865000000000017 -0.0019649999999999997 -0.070604999999999987 -1.0000000180025095e-35 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 13 -9 -10 -11 12 -12 -7
right_child=1 -3 -4 -5 -6 7 -8 8 9 10 11 -13 -14 -15
leaf_value=-0.0015966264186542997 -0.00088352679930830112 0.0018306261889296299 0.0016465171019009689 -0.0023116828187465903 -0.001717656102806003 -0.00037433661911710867 0.0025170382274796108 -0.0020124708754480055 0.001432336963408628 -0.0016203628534321409 -0.0013911518331546919 -0.001710371102440653 0.0019951088376484456 0.0015514478983404733
leaf_weight=0.0010491117107067618 0.0010985757791945284 0.0013984587279149132 0.0016641558785748896 0.0012380076633087536 0.001377839545181561 0.0010919986757009364 0.0018822036896409822 0.0018684681036338288 0.0014039837927810744 0.0017428268411156245 0.0012378364920582197 0.0012005813229525597 0.001689523305151 0.0018382476116914686
leaf_count=145 112 153 318 185 591 421 147 830 182 175 48 132 283 188
internal_value=0 6.28843e-05 -6.49776e-05 -0.000226165 -6.90401e-05 8.18494e-05 0.00126375 -0.000209946 -0.000544441 -0.000167388 -0.00054996 -9.80332e-05 0.000563226 0.000833776
internal_weight=0 0.0207327 0.0193342 0.0176701 0.0164321 0.0150542 0.00298078 0.0120735 0.00914322 0.00727475 0.00587077 0.00412794 0.00292736 0.00293025
internal_count=3910 3765 3612 3294 3109 2518 259 2259 1650 820 638 463 331 609
is_linear=0
shrinkage=0.00512831


Tree=1748
num_leaves=18
num_cat=0
split_feature=150 1374 484 403 484 50 52 151 43 42 43 15 15 15 16 16 150
split_gain=9.3406e-05 0.00017675 0.000175193 0.000164926 0.000137646 0.000194689 0.000218912 0.000143451 0.000143151 0.000178298 0.000140352 0.000185832 0.000144079 0.000135678 0.000116607 0.000159699 0.000104221
threshold=0.083205000000000015 -0.094679999999999986 -0.0043499999999999988 -1.0000000180025095e-35 0.09129000000000001 0.10030500000000002 0.11401500000000002 -0.03268999999999999 0.098320000000000005 -0.09602999999999999 -0.083899999999999988 -0.106555 0.024640000000000006 -0.091024999999999981 -0.057604999999999996 0.15737500000000001 0.10139000000000002
decision_type=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 -9 12 -12 -11 -3 -13 -16 -15
right_child=1 13 3 4 -6 -7 -8 8 -10 10 11 14 -14 16 15 -17 -18
leaf_value=-0.0023497402672218435 -0.0012062952351590409 0.0029654169602968492 -0.0021617593924333879 -0.0014609752948774909 -0.0018320870722453204 0.0024892974551310098 -0.0019937428465479296 -0.001365362641945135 -0.0011081458527420001 0.00089992908009121724 0.0024152590876482406 -0.0010495069202413644 0.0036165056698820716 -0.00068880279840567173 0.002045264475207247 -0.00054955722269962144 0.0017855273481610131
leaf_weight=0.0010462037829802691 0.0010502368633105164 0.0010513472354055364 0.0010290917973420624 0.0012432504064223701 0.0010306700913460124 0.001044533248414554 0.0013908882903188114 0.0010532604917149703 0.0014316655758187533 0.0012637920469974395 0.0012567534447501033 0.0017532275312945348 0.0010659561871382284 0.0010037513746921209 0.0013954875720732967 0.0014145859656392659 0.0010130212320018095
leaf_count=580 62 105 829 146 225 193 179 99 195 133 155 228 70 142 124 250 195
internal_value=0 0.000720719 -0.000190628 -5.26664e-05 8.87857e-05 0.000227103 4.90213e-05 0.000288225 0.000492715 0.000741751 0.00101407 0.000562212 0.00214288 0.00138035 5.18749e-05 0.000739036 0.000554049
internal_weight=0 0.00411836 0.0174194 0.0163732 0.0153441 0.0143134 0.0132689 0.011878 0.0106347 0.00920306 0.0081498 0.00582005 0.00232975 0.00306812 0.0045633 0.00281007 0.00201677
internal_count=3910 504 3406 2826 1997 1772 1579 1400 1254 1059 960 757 203 442 602 374 337
is_linear=0
shrinkage=0.0054422


Tree=1749
num_leaves=17
num_cat=0
split_feature=147 11 4 16 2 4 150 4 40 4 484 49 52 1 13 0
split_gain=9.07627e-05 0.000126289 0.000113385 0.000140333 0.000115632 0.000188138 0.000157005 0.000138162 0.000123302 0.000173354 0.000197661 0.000140889 0.00019636 0.000345582 0.000103713 9.5621e-05
threshold=0.08955500000000001 0.087830000000000005 0.28937500000000005 -0.38486499999999996 0.10910500000000002 -0.49837999999999999 0.088380000000000014 -0.071454999999999991 -1.0000000180025095e-35 0.070230000000000015 0.084225000000000008 -0.064499999999999988 0.071660000000000015 0.088010000000000019 -0.076679999999999984 -0.084154999999999994
decision_type=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 -10 13 -13 -14 -15
right_child=-2 -3 -4 4 7 6 -8 -9 9 -11 -12 12 14 15 -16 -17
leaf_value=-0.0017947663475166493 0.0016108862754752012 -0.0020946511632876879 0.0013680078620384856 -0.0026028602478319609 0.0025498423464998372 -0.0016947941479276709 -0.0020652762991103775 -8.9417456345576692e-06 0.0015494990467640405 0.0020221509211406008 0.0021001759760818821 -0.0039168814417992123 0.0020138814768942623 0.0010808535490778805 -0.00059486492245766577 -0.0013131740701194411
leaf_weight=0.0015599574008419948 0.0010864881461331291 0.0010085426555865853 0.0018332466717322351 0.0010123834116047168 0.0012131041874439141 0.0010308869556499055 0.0011221965357774413 0.0016765838728085838 0.0010756261356779685 0.0018031152423626804 0.0012977181154866096 0.0013048343081078322 0.0010065038195766832 0.0010605626397289791 0.0010269021086058427 0.0011707813496921737
leaf_count=181 152 151 312 127 72 146 165 326 69 74 224 641 324 84 542 320
internal_value=0 -0.000102642 2.02572e-06 -0.000142215 2.09317e-05 -0.000212794 -9.44562e-06 0.00106525 0.000204627 0.000405538 3.85527e-05 -0.000364054 -0.000733609 -0.00155592 0.000696423 -0.000175288
internal_weight=0 0.0202029 0.0191944 0.0173612 0.0158012 0.0129115 0.0118991 0.00288969 0.0107769 0.00974604 0.00794293 0.00664521 0.00556958 0.00353618 0.00203341 0.00223134
internal_count=3910 3758 3607 3295 3114 2716 2589 398 2424 2278 2204 1980 1911 1045 866 404
is_linear=0
shrinkage=0.00577531


Tree=1750
num_leaves=27
num_cat=0
split_feature=1213 1456 14 52 1374 151 1374 150 376 376 16 13 43 16 0 13 157 14 2 15 4 133 0 52 49 13
split_gain=0.000579042 0.000490659 0.000435614 0.000386866 0.000385508 0.000404141 0.000402634 0.000511094 0.000413467 0.000450978 0.000443053 0.00048358 0.000360835 0.000393979 0.000377192 0.000426223 0.000372632 0.000391069 0.000367493 0.000501367 0.000304732 0.000275578 0.000496996 0.000254978 0.000184755 0.000234127
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -0.094679999999999986 -0.27336999999999995 0.087785000000000016 0.094545000000000018 0.11605500000000001 0.048375000000000008 0.41476000000000007 0.16421000000000002 -0.069974999999999996 0.15100500000000003 -0.077944999999999987 -0.083514999999999992 -0.071454999999999977 -0.24529999999999999 0.087995000000000004 -0.10192499999999999 0.044585000000000007 -0.088354999999999989 -0.098179999999999976 0.016565000000000003 -0.0092149999999999992 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 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 12 14 16 15 -7 -14 -18 19 -19 -13 -21 -23 -16 -20 -26
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12 20 13 -15 23 -17 17 18 24 21 -22 22 -24 -25 25 -27
leaf_value=-0.0008635675185472585 -0.00077091408023622417 -0.00070748264037611655 -0.00075510011297988443 -0.0006167167423727 -0.00069197371665525404 0.00055943754575017723 -0.00067729662732223146 0.00097359318089711665 -0.00066373053169573319 0.00089903932085603079 0.00085269950093283975 -0.00099803247478130437 0.00093965764525823909 -0.00057091618808779163 0.0012701220289914894 -0.00051716443268405967 -0.00060171028704091478 -0.00089377157017868716 1.070207734146072e-05 0.00069678028168370916 4.1603210816892224e-05 0.00040821028719793356 -0.00084098051815654498 0.00035206958159836272 0.0010250475173513688 0.00028527107057848585
leaf_weight=0.0015268406260512948 0.0014834820388388422 0.0011694147715404215 0.0012624384611298325 0.00135862087607208 0.0010877338486388046 0.0018653801231283962 0.0010414988016144147 0.0016168878972060421 0.0011365013219666311 0.0016870593205113296 0.0016335634744878416 0.0012066001355380265 0.0010384174258331056 0.0017624949440268054 0.0014070068864382576 0.0011754527426306866 0.0015037545604377209 0.0011890709740429908 0.0013747622927606784 0.0012191050041417137 0.0010203817044756175 0.0015008176198190084 0.0010696148932165693 0.0010256774838874883 0.0015297725089397085 0.0018574803557276642
leaf_count=592 332 290 92 66 67 207 75 189 29 139 81 111 71 85 89 264 34 73 53 118 42 30 294 69 90 328
internal_value=0 1.72779e-05 5.19337e-05 8.33044e-05 0.000112842 0.000145938 0.000177518 0.00020952 0.000162371 0.000199827 0.000149371 9.65366e-05 0.000167072 4.82153e-05 0.000472062 0.00014327 0.000137056 6.29361e-05 0.000165544 -0.000100467 -0.000521681 0.000148454 -0.000111606 0.000883049 0.000443654 0.000619374
internal_weight=0 0.035223 0.0337395 0.0324771 0.0313077 0.029949 0.0288613 0.0278198 0.0262029 0.0250664 0.0233794 0.0217458 0.0195188 0.0140453 0.00547352 0.00304083 0.0122828 0.0112444 0.00974062 0.00497861 0.00222698 0.00378954 0.00257043 0.00243268 0.00476202 0.00338725
internal_count=3910 3318 2986 2894 2604 2538 2471 2396 2207 2178 2039 1958 1805 1176 629 471 1091 1020 986 515 153 442 324 158 471 418
is_linear=0
shrinkage=0.00140032


Tree=1751
num_leaves=29
num_cat=0
split_feature=1213 1348 14 1456 9 1132 123 1374 11 1374 453 0 47 16 12 2 43 13 0 4 15 0 13 0 52 4 16 2
split_gain=0.000543444 0.000420991 0.000925489 0.000628965 0.000348166 0.000316043 0.000380086 0.000343221 0.000329547 0.000333505 0.000359593 0.000617236 0.000522422 0.000377965 0.000400707 0.000317576 0.000344951 0.000540376 0.000517517 0.00059885 0.000547819 0.000326028 0.000480234 0.000275439 0.00022561 0.000217958 0.000197247 0.000191703
threshold=-1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086020000000000013 0.086000000000000007 0.088160000000000002 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.10783500000000001 -0.50763499999999995 -0.095029999999999989 0.12068000000000001 -0.083899999999999988 -0.091229999999999992 -0.069794999999999982 -0.0021099999999999995 0.079360000000000014 -0.07773999999999999 -0.076384999999999995 -0.055084999999999988 0.10062000000000001 -0.077679999999999985 -0.013279999999999998 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
left_child=-1 2 3 -2 -5 -6 7 8 9 -7 11 -11 13 -13 -15 16 21 24 19 20 26 22 -16 -14 25 -18 -19 -23
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12 12 23 14 15 -17 17 18 -20 -21 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=-0.00090836952889418411 -0.0010210465825888357 0.00097247301676909009 -0.0013338264878974731 0.00093969676764238516 -0.00073362392233557313 -0.0006547828481641636 0.0008429937896345215 -0.00082492427296610132 -0.00062791589371022371 0.0010510634263196335 -0.00065885237364811465 0.0008316029220704639 0.00033583983999786027 -0.00095462083773280759 0.0005291560664051543 0.00060843693482658058 0.00090189479287891821 0.00018691109684310954 -0.0011702972105991044 -0.00091974632334643658 -0.0006605918286509432 0.0011659115999597977 -0.00089976902220999374 0.0012530987535466873 -0.00030099589224703675 -8.1009213063063445e-06 0.0011172667743947985 0.00031759903752535745
leaf_weight=0.0015169648033704344 0.001247215157417699 0.0010307701188250187 0.0011733411093575166 0.0010375067228756132 0.0011473180605720548 0.0012507956553449153 0.00141812587736971 0.0010186207173676345 0.0014700146415265172 0.0017623282811385253 0.0012115998331507774 0.0012490286607601429 0.001954603529808363 0.0010174170858389632 0.0011524107483582291 0.0019014488558114486 0.001455884303271926 0.0010791330091811102 0.0017337582468141205 0.0017687059024473484 0.0011582658547105718 0.0010238225807093172 0.0010174538760538421 0.001222592905369079 0.0010973875634279762 0.0010343300626637839 0.0010169553718873828 0.0015216644741928853
leaf_count=592 310 49 111 126 29 60 152 91 111 55 67 70 105 95 152 156 45 89 269 231 442 46 157 17 29 69 100 85
internal_value=0 1.7688e-05 -1.03175e-05 3.53993e-05 7.56673e-05 4.73739e-05 7.67178e-05 3.93983e-05 7.07303e-05 0.000109297 0.000146955 0.000187353 0.000119415 2.53292e-05 -3.0685e-05 2.47372e-05 -4.89608e-05 -0.000203843 -0.00045628 -0.00020983 0.000176002 0.000290816 -0.00014087 0.000688803 0.000271593 0.000523921 0.00063829 0.0006588
internal_weight=0 0.0361725 0.0351417 0.0339684 0.0327212 0.0316837 0.0305363 0.0291182 0.0280996 0.0266296 0.0253788 0.0241672 0.0224049 0.0192277 0.0179786 0.0169612 0.0150598 0.0103444 0.00675682 0.00502306 0.00325435 0.00471535 0.00216986 0.0031772 0.0035876 0.00249021 0.00209609 0.00254549
internal_count=3910 3318 3269 3158 2848 2722 2693 2541 2450 2339 2279 2212 2157 2035 1965 1870 1714 1274 1131 862 631 440 309 122 143 114 189 131
is_linear=0
shrinkage=0.00151575


Tree=1752
num_leaves=17
num_cat=0
split_feature=51 39 12 13 48 1 0 4 42 133 42 52 4 4 52 16
split_gain=8.70188e-05 0.000172236 0.000178097 0.000152331 0.000250902 0.000141215 0.00014085 0.000311655 0.000139822 0.000103341 0.000171334 0.000136461 0.000236361 0.000224626 0.000180189 0.000101094
threshold=-0.40274499999999996 0.005105000000000001 -0.095029999999999989 -0.26418499999999995 0.12649500000000002 0.10752500000000002 -0.10303999999999998 0.26048500000000002 0.091955000000000023 -0.085714999999999986 -1.0000000180025095e-35 -0.0066199999999999991 -0.030814999999999995 -1.0000000180025095e-35 -0.081429999999999989 -0.43346499999999993
decision_type=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 -11 12 -12 -13 -14 -15
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 11 13 14 15 -16 -17
leaf_value=-0.0015166331477073391 0.0012569638776848842 -0.00050354538156847852 0.0022381270216882375 0.0012163651504500861 -0.0027901623592690859 0.0036543700136693635 -0.00087528299769789144 -0.00016689242684975045 -0.002259110029445371 -0.0024928881812980525 -0.0029809448236866095 0.0018056681359968204 0.0013056041511443409 0.00058099433228268567 -0.0016625380082282955 -0.0017048280990534582
leaf_weight=0.0010452659047602278 0.0019749444394288841 0.001050005736183024 0.001885968956034388 0.0012322418266043781 0.0010854639453539714 0.0010731411949223002 0.0010080291568458086 0.0014005440538835678 0.0010706728772605758 0.0010165887041400949 0.0011049580318323047 0.0019576062210777539 0.0013316991841239309 0.0010043424568568771 0.0010345949082900879 0.0012196872449055651
leaf_count=145 161 128 311 419 80 31 184 51 523 602 271 365 188 107 212 132
internal_value=0 6.16769e-05 0.00125761 -0.000138799 -0.000316188 -0.000130399 0.000805811 0.00149086 -0.000427474 -0.000229419 -0.000434916 -0.000161541 -0.000943521 0.000487596 7.86826e-06 -0.000672581
internal_weight=0 0.0204505 0.00293597 0.0175145 0.0155396 0.0144541 0.00348171 0.00247369 0.0109724 0.00990172 0.00866948 0.00765289 0.00347125 0.00418164 0.00236629 0.00222403
internal_count=3910 3765 439 3326 3165 3085 266 82 2819 2296 1877 1275 671 604 400 239
is_linear=0
shrinkage=0.00533549


Tree=1753
num_leaves=27
num_cat=0
split_feature=1213 151 4 14 47 38 1348 14 124 484 40 13 47 12 151 1 16 2 48 13 2 42 4 3 13 16
split_gain=0.000442205 0.000383288 0.000474282 0.000469036 0.000487161 0.000444024 0.000404798 0.000575778 0.000547983 0.000415889 0.000435774 0.000511319 0.000458128 0.000499505 0.000374443 0.000516398 0.000417573 0.00035843 0.000529961 0.00038167 0.000455565 0.000306759 0.000260453 0.000246678 0.000145609 4.03969e-06
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 -0.46795499999999995 0.096475000000000019 1.0000000180025095e-35 0.084490000000000023 0.073890000000000011 -0.048219999999999992 -0.0043499999999999988 -0.061244999999999994 -0.094679999999999986 0.11566000000000001 0.10129000000000001 -0.082774999999999987 0.11215000000000001 -0.19424999999999998 0.084065000000000015 0.091555000000000011 0.0015650000000000002 0.087995000000000004 -0.074124999999999983 -0.0031049999999999997 0.097615000000000021 -0.10547499999999999 -0.008734999999999998
decision_type=2 2 2 2 2 2 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 25 -10 -11 23 13 14 -13 16 -16 22 19 20 -19 -14 -18 24 -12 -3
right_child=1 2 3 4 -6 -7 -8 -9 9 10 11 12 21 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00084545735007681029 -0.00088839447320935986 0.00083042868021359327 -0.00036901510945849787 0.0012407161536613642 -6.0638454486119017e-06 -0.00088332536456426226 0.00093344102516543974 -0.0010981053764998999 -0.00090880696303249344 -0.00067075748154923562 -0.00018563569792076788 0.00061888009380080277 0.0011429619974480327 -0.0011239191467096728 -0.00074527674022446745 -0.0011762103508741787 0.00083687842935357471 -0.0014861110378578176 0.00050585352180177704 0.00013214486583097788 -0.00024775014470735746 6.6104976971807764e-05 -6.4139455087592099e-05 0.00095977889755951965 0.00059790360276153437 0.00069707277271003785
leaf_weight=0.001397098781737909 0.0010232473175303394 0.0010025471291706944 0.0010028398948402906 0.0019715610575211642 0.00106639916250581 0.0012900972121214762 0.0010069567856270103 0.0010629583792411959 0.0011701286195955609 0.001956524490803079 0.0010482560337914393 0.00154494169699504 0.0010784205605318675 0.0010709484205665152 0.0016833866270441417 0.0010082200012533358 0.0018100095437746655 0.001145626663781818 0.0019264887897448291 0.0016457737795353977 0.0015349642088152843 0.0012745986054438765 0.0011641173283716416 0.0017663801710838811 0.0010467362242312294 0.0010039496579051779
leaf_count=592 85 87 58 307 39 64 53 104 516 93 44 110 7 225 60 50 285 207 74 159 364 52 82 74 48 71
internal_value=0 7.43333e-06 3.49747e-05 0.00051218 0.000803066 -3.09678e-05 8.37199e-06 -2.61986e-05 1.78239e-05 -4.48598e-05 -3.36048e-07 6.28817e-05 -4.86671e-05 -0.000147148 -6.94511e-05 -0.000158676 -6.4646e-05 5.95295e-05 -0.000142465 -0.000431155 -0.000776999 0.000559643 0.000484207 0.000550734 0.00020585 0.000763704
internal_weight=0 0.0343061 0.0332828 0.0040408 0.00303796 0.029242 0.0279519 0.026945 0.025882 0.0238755 0.0227054 0.0207489 0.0168875 0.0145345 0.0134635 0.0119186 0.0109104 0.00922698 0.00625285 0.00432636 0.00268059 0.00235302 0.00297413 0.00386137 0.00209499 0.0020065
internal_count=3910 3318 3233 404 346 2829 2765 2712 2608 2450 1934 1841 1675 1616 1391 1281 1231 1171 804 730 571 59 367 166 92 158
is_linear=0
shrinkage=0.00148603


Tree=1754
num_leaves=29
num_cat=0
split_feature=457 457 447 14 1456 1213 9 38 124 40 13 39 133 2 2 1 52 4 0 0 15 12 52 150 0 0 2 16
split_gain=0.000426759 0.00062993 0.00060413 0.000724578 0.000641634 0.000482135 0.000336866 0.000315207 0.000445593 0.000347852 0.000555758 0.0003981 0.000419229 0.000258578 0.000712892 0.000523004 0.000279561 0.000265485 0.000350741 0.00059551 0.000555194 0.000365295 0.000252416 0.000355251 0.000337789 0.000612964 0.000431108 8.19431e-05
threshold=-0.15747999999999998 -0.079274999999999984 0.08840000000000002 0.077685000000000018 -1.0000000180025095e-35 -0.080974999999999978 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 -0.23438999999999996 0.005105000000000001 0.093130000000000004 0.11230000000000001 0.10571000000000001 0.11235500000000002 0.09086000000000001 -0.34687499999999999 -0.070894999999999986 -0.082994999999999985 -0.11739999999999999 0.094045000000000004 0.086950000000000013 0.086870000000000017 -0.10575999999999998 -0.089879999999999974 0.08400500000000001 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -10 27 12 13 14 17 -15 -17 -12 19 20 -19 -20 23 24 26 -26 -22 -11
right_child=1 2 -4 -5 5 6 7 -9 9 10 11 -13 -14 15 -16 16 -18 18 21 -21 22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.00090333937982912287 -0.0012507195864959889 -0.0010682608518085464 0.0011392619840909853 -0.0012899521081061924 -0.0010180145956225118 0.00088092720599961503 0.00082276856390450033 -0.00068014247481376275 -0.00062693610450542344 0.0011077307434597197 -0.0006718889872377445 0.00079663013075654101 -0.00084976709970241264 -0.00099017436317003845 0.0011243296000386733 -0.00039327805746440438 0.00063340697864200748 -0.001040796977450593 0.0010559372392472124 -0.0011593001848652787 0.0013860622639756523 -2.4497014165092757e-06 -0.00051901357334283818 -0.00045712498382382796 -0.00089950379275202262 0.00058505552501027919 0.00017472450354559049 0.00052170268380071947
leaf_weight=0.0011458254039202745 0.0010235353614593814 0.0013295731492372195 0.0010421692428427267 0.0011004377124133038 0.0010218530753310631 0.0011539848748691591 0.0017426175398032725 0.0014245125802680994 0.0018712368625365397 0.0010477686781994447 0.0013304594126024452 0.0013827215577326126 0.001492352844247701 0.0017451082570336665 0.0014463340789769843 0.0012946995755099833 0.0012422042388635646 0.0010048267570533414 0.0014999294575091223 0.0011025892820235592 0.0015255613635645109 0.0016228719841695494 0.0010794758107935953 0.0012691509154383329 0.001006005184779603 0.0019601461149376855 0.0013013463388595881 0.0012516564148583598
leaf_count=51 211 312 115 121 343 119 162 75 121 76 108 35 504 134 108 73 27 99 57 357 21 70 161 92 126 173 38 21
internal_value=0 -5.45767e-05 -2.08417e-05 -5.51409e-05 -1.53496e-05 2.73058e-05 6.08984e-05 3.00175e-05 6.46398e-05 1.65576e-05 6.35843e-05 -7.96146e-06 -5.87083e-05 -9.25733e-07 8.8639e-05 -0.0003387 0.000109442 -1.32463e-05 5.22864e-05 -8.59282e-05 4.34641e-05 0.00050591 0.000177281 0.000283711 0.000446015 8.15497e-05 0.000828432 0.000788735
internal_weight=0 0.0373151 0.0362916 0.0352494 0.034149 0.0328194 0.0317976 0.0306436 0.0292191 0.0274764 0.0256052 0.0233058 0.0219231 0.0204307 0.0161487 0.00428201 0.0025369 0.0147024 0.0133719 0.0102491 0.00914651 0.0031228 0.00814169 0.00706221 0.00579306 0.00296615 0.00282691 0.00229943
internal_count=3910 3859 3648 3533 3412 3100 2757 2638 2563 2401 2280 2183 2148 1644 1410 234 100 1302 1194 1067 710 127 611 450 358 299 59 97
is_linear=0
shrinkage=0.00154607


Tree=1755
num_leaves=16
num_cat=0
split_feature=150 484 1374 41 474 0 48 1 15 3 4 4 457 1 43
split_gain=9.59445e-05 0.000159918 0.000156698 0.000130068 0.00013124 0.000182944 0.00015585 0.00014879 0.000241374 0.000135395 0.000135075 0.00012751 0.000124057 0.000108956 7.59434e-05
threshold=0.084800000000000014 -0.0043499999999999988 -0.094679999999999986 0.078150000000000011 0.084835000000000008 -0.07773999999999999 0.091555000000000011 0.076710000000000014 0.085120000000000015 0.082730000000000012 -0.034289999999999994 -1.0000000180025095e-35 0.084715000000000013 0.11198000000000001 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 9 8 -3 10 14 -9 -4 -13 -7
right_child=2 3 12 -5 -6 6 -8 11 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0026861842849350858 -0.0012136722089840634 -0.0040915048388875984 0.00062071543289383437 -0.0023054209740340317 0.00212860715083178 0.0010867230221899579 0.0030109782312616371 0.0011721072804143527 0.00012567141421917689 -0.001255443312514007 0.0025958806452677859 -0.0019598163306275788 0.0034475581988122534 0.00022505376262520985 -0.0012631696471216303
leaf_weight=0.0010467517379079859 0.0010544395544451746 0.001239387748676813 0.0016654339565936307 0.001029998017063132 0.0012205662714014345 0.0012872876359424357 0.0010559708918305155 0.0019446368146511239 0.0010695639483257677 0.0016769157082697494 0.0013675720625343094 0.0019357018798087378 0.0010842384772757063 0.001926340350981777 0.001061477567233661
leaf_count=583 62 556 277 157 234 101 101 310 425 90 210 138 119 148 399
internal_value=0 -0.000219636 0.000917952 -6.60942e-05 8.00218e-05 -9.16541e-05 0.000726039 -0.000741448 -0.002138 0.000278659 0.000970889 -0.000186125 0.00173538 -0.000870029 2.47359e-05
internal_weight=0 0.0178622 0.00380411 0.0168154 0.0157854 0.0145649 0.00644922 0.00811563 0.00230895 0.00539325 0.00371634 0.00580668 0.00274967 0.00386204 0.00234877
internal_count=3910 3452 458 2869 2712 2478 901 1577 981 800 710 596 396 286 500
is_linear=0
shrinkage=0.00650394


Tree=1756
num_leaves=16
num_cat=0
split_feature=4 15 48 158 49 151 3 2 47 1 4 2 48 403 3
split_gain=9.35691e-05 0.00015483 0.000149592 0.000135125 0.000154768 0.000218549 0.000155542 0.000253437 0.000112259 0.000165195 0.000158011 0.000132268 0.000110846 0.000102168 9.67177e-05
threshold=0.27608500000000008 -0.14097499999999996 0.093225000000000016 0.08413000000000001 -0.085974999999999982 -0.056409999999999995 0.11476000000000001 0.10113500000000002 0.10783500000000001 0.090905000000000014 -0.08422499999999998 0.089910000000000004 0.12649500000000002 0.010605000000000002 0.10856000000000002
decision_type=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 -7 13 -4 -12 -2
right_child=14 2 12 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0019899843862040169 0.0017502551034489612 -0.0016352943166218793 0.0019599561504081982 -0.001924174085485211 0.0018083110806613736 -0.0011056058771033727 0.0012642100474440279 -0.0023567938023905991 0.0011860796784880655 -0.0017241839140400797 -0.0010060281153900239 0.0021291334257119085 -0.00011583120235426728 0.0011494100210676496 -5.1623357271539288e-05
leaf_weight=0.001040326229892522 0.0013862772721537275 0.0014180962293136182 0.001458325377786506 0.0010520103437561554 0.001561088223824795 0.0017199487446514037 0.0015859777034670239 0.00137847204216729 0.0014247290201254703 0.0015883714691222739 0.0011137114467333672 0.0011030893275033177 0.0010938578231396434 0.0010270340532522459 0.0015144848166198516
leaf_count=216 286 155 179 306 359 445 46 358 72 318 476 311 98 130 155
internal_value=0 -0.000142444 -3.27676e-05 -0.000220791 -9.20614e-05 8.29809e-05 -0.000163186 -0.000405167 -6.79094e-05 -0.000340582 0.000102159 0.000742542 0.00107028 2.80548e-05 0.000809496
internal_weight=0 0.018565 0.0175247 0.0149725 0.0139205 0.0125024 0.0109413 0.00935536 0.00797688 0.00655216 0.00496378 0.00324383 0.00255218 0.00214075 0.00290076
internal_count=3910 3469 3253 2976 2670 2515 2156 2110 1752 1680 1362 917 277 606 441
is_linear=0
shrinkage=0.00492917


Tree=1757
num_leaves=16
num_cat=0
split_feature=0 1 52 133 13 15 403 12 0 48 16 51 4 47 0
split_gain=9.80912e-05 0.000144185 0.000203166 0.000175045 0.00023379 0.000113787 0.000146593 0.000107582 0.000213159 0.000215569 0.000169643 0.000351847 0.000182923 0.000159954 0.000123834
threshold=0.18055000000000002 0.076710000000000014 0.086950000000000013 0.083815000000000014 -1.0000000180025095e-35 0.090505000000000016 0.010605000000000002 -1.0000000180025095e-35 -0.053834999999999994 0.11930500000000001 -0.110495 -0.09021499999999999 0.0057500000000000008 0.094160000000000008 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 14 9 10 13 -12 -13 -9 -3
right_child=-2 5 -4 -5 -6 -7 -8 8 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0027450420466936143 0.0017515842435210103 0.00010108238778160269 -0.0026614247174543849 0.0012491119924145581 0.00089870247046267438 -0.0014929031295107117 0.0025255495638618272 0.0029837014855544053 -0.0023582799039598831 -0.0021217183054699283 0.0025317508859477884 -0.0025469074591576791 0.00022805271461568557 -1.0147930925095619e-05 0.0027330431715144078
leaf_weight=0.0014391271894906282 0.0010374149063794571 0.0013865515427284938 0.0016182838751968506 0.001706676663350757 0.0010619743584973232 0.0012429352182310735 0.0010122495853833744 0.0016001216595946145 0.0012517766989224551 0.0011494594173100392 0.0013087928806584971 0.0015555650448955093 0.0017536516879089747 0.001010275002158334 0.0011225863611038127
leaf_count=502 44 216 739 582 157 336 103 144 284 71 99 328 81 48 176
internal_value=0 -0.000105702 -0.000887594 -0.00020539 -0.0011979 0.000210775 0.000371793 0.000192192 -9.08916e-05 0.00024789 0.000624704 -5.37932e-05 -0.00107637 0.00182502 0.00127862
internal_weight=0 0.02022 0.00582606 0.00420778 0.0025011 0.014394 0.013151 0.0121388 0.00962964 0.00837787 0.00722841 0.00461801 0.00330922 0.0026104 0.00250914
internal_count=3910 3866 1980 1241 659 1886 1550 1447 1055 771 700 508 409 192 392
is_linear=0
shrinkage=0.00589082


Tree=1758
num_leaves=27
num_cat=0
split_feature=1213 160 52 14 9 157 159 159 1 376 16 16 15 12 16 50 48 4 4 1 133 2 3 13 3 0
split_gain=0.000534428 0.000447286 0.000427949 0.00044475 0.000313853 0.000280249 0.000451952 0.000363929 0.000289768 0.000275296 0.000499632 0.000367759 0.000426749 0.000380758 0.000455222 0.000371953 0.000261221 0.000385452 0.00037306 0.000516969 0.000199432 0.000251071 0.000161837 0.000146245 0.00012551 0.000124294
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.42985499999999993 0.077685000000000018 -1.0000000180025095e-35 -0.077534999999999979 0.10856 0.087945000000000009 0.090540000000000023 0.11605500000000001 0.25185000000000007 -0.063614999999999991 -0.092459999999999987 0.085185000000000025 0.10994000000000002 0.09525500000000002 0.086215000000000014 0.28937500000000005 0.0057500000000000008 0.11097000000000001 -1.0000000180025095e-35 0.10362500000000001 0.084925000000000014 -0.081284999999999982 -0.074234999999999982 -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
left_child=-1 -2 -3 4 -4 8 7 9 -6 10 11 15 -13 14 -14 16 17 20 -18 -20 -7 22 25 -15 -12 -22
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 24 12 13 23 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.00093011560359473422 -0.00096378225620106616 -0.00084703650739667135 0.00090785695594024869 -0.00077031683136498917 3.5266740524690089e-05 -0.00042971774967913326 -0.00092221528681655726 0.00077684872735377076 0.0011375329010390504 -0.00069852957189791957 0.0010299965755070355 -0.0011702309687776564 -1.8245749655172837e-05 0.00077952596808185566 -0.0012969605840263438 0.00083304427454551947 -0.0010680389090036999 0.0010179553848590386 0.00050173611547304673 -0.00073057187170487989 -6.3398584500125321e-05 -0.00041234039459519503 0.00086189689847329329 -3.8768912474732484e-05 0.00039134023520340309 0.00057451830826055661
leaf_weight=0.0014387302638462903 0.001041931793726413 0.0011888179855414341 0.0011141466909418548 0.0013520929569841291 0.0010546285751645004 0.001486466452414432 0.00106666379987888 0.0016339478697106188 0.001140490412710804 0.0011135628493693086 0.0012228326252647914 0.0011256312522200385 0.001693676152806421 0.0010003254996687749 0.0010277857839113835 0.0015067242969697839 0.0010197722899200632 0.0011275101539791471 0.0018627035413373849 0.0013482539464224619 0.001770299789304825 0.0011939998527141782 0.0011427176447114107 0.0010068310448539397 0.0016758297873319386 0.0011625912174262863
leaf_count=592 273 345 126 89 199 271 180 188 84 27 46 150 153 68 28 141 74 152 60 50 112 64 22 185 51 180
internal_value=0 1.35697e-05 4.53546e-05 7.97438e-05 0.000118709 8.77317e-05 4.41258e-05 8.51569e-05 0.000607957 3.70382e-05 7.36477e-05 -1.37375e-05 -0.000331452 -0.000131784 -0.000501164 0.000122814 3.44793e-05 0.000197532 -0.000269355 -1.56996e-05 6.06128e-05 0.000198927 0.000378005 0.000369052 0.000660764 0.00018947
internal_weight=0 0.0330802 0.0320383 0.0308495 0.0294974 0.0283832 0.0261881 0.0251215 0.00219512 0.0234875 0.022374 0.0194753 0.00585425 0.00472862 0.00272146 0.013621 0.0121143 0.00788359 0.00423073 0.00321096 0.00675607 0.00526961 0.00407561 0.00200716 0.00289866 0.00293289
internal_count=3910 3318 3045 2700 2611 2485 2202 2022 283 1834 1807 1710 584 434 181 1126 985 801 184 110 649 378 314 253 97 292
is_linear=0
shrinkage=0.00151575


Tree=1759
num_leaves=28
num_cat=0
split_feature=1213 14 1429 160 4 1374 483 484 2 2 4 0 1 0 159 15 13 0 42 16 42 15 4 3 0 13 0
split_gain=0.000544355 0.000434115 0.000413848 0.000409877 0.00035837 0.000427315 0.000446979 0.000527061 0.000427998 0.000484977 0.000459156 0.000356741 0.000641146 0.000348963 0.000301094 0.000447914 0.000483101 0.000465314 0.000350786 0.000244993 0.000213779 0.000272526 0.000195103 0.000370302 0.000304351 0.000213243 5.87956e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 0.50657000000000008 0.087785000000000016 0.091685000000000016 0.085815000000000016 0.10946500000000002 0.11260500000000001 -0.49269499999999994 0.055865000000000005 0.10444500000000001 -0.18087499999999998 0.089930000000000024 -0.095799999999999982 -0.083514999999999992 -0.017269999999999997 -0.09602999999999999 -0.08286499999999998 0.079890000000000017 -0.106555 0.0057500000000000008 -0.021064999999999997 -0.099864999999999995 -0.0041499999999999983 -0.090439999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 10 -10 -5 12 -11 -14 15 20 19 18 -18 26 21 -12 23 25 -24 -20 -17
right_child=1 -3 3 4 -6 -7 -8 -9 9 11 14 -13 13 -15 -16 16 17 -19 22 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.001017987590563668 -0.0010370393857346276 -0.00094894209827307342 -0.0010024108219444494 -0.00097401845374561671 0.00079485419797534814 -0.0010130820596249319 -0.00094508102080946902 0.0007727381250648655 0.0011956664887051583 -0.0010144338703841553 7.818405873837256e-05 0.00086959627326819804 -0.00019524571723286704 0.00077028508155534527 -0.0008602231354980799 0.00061326605060597471 -0.00086482422744846798 0.00079342768862768263 -0.00036831036374271737 0.00011531753848199441 -0.0010449541921134645 -0.00076487733946512643 0.00088245692461725407 -0.00083657411608493157 -0.00026883255619560459 0.00039082149510767921 0.0011197546565317673
leaf_weight=0.0017023728910921234 0.0010628058665286258 0.0014694800958774392 0.0010643336535184891 0.0014915181142063283 0.0010356718450871124 0.0010777689678658211 0.0012115998272809311 0.0017251391868278168 0.0010221246618211657 0.0012275008727324899 0.0019269070972920965 0.0010364314245006057 0.0018267689291597833 0.0015097962013453925 0.0011350609183840834 0.0010151696395222232 0.0015735072141146436 0.0011054193669079232 0.0015315085037916855 0.0018279429600333236 0.0010999586371830405 0.0015104662002800471 0.0010021801910875539 0.0015921668267770981 0.001026353357727286 0.0017518277139744144 0.0010093582213004382
leaf_count=592 180 112 243 83 209 76 214 150 56 137 113 25 62 150 164 56 101 57 427 166 92 68 34 82 61 147 53
internal_value=0 -0.000157964 -0.000124175 -9.50719e-05 -6.51479e-05 -9.3662e-05 -6.08051e-05 -2.37931e-05 -7.42718e-05 0.000254353 -0.000179924 8.25575e-05 -9.61673e-05 0.000241657 -0.000117938 -7.10595e-05 6.52706e-05 -0.000113395 -0.000231639 0.000509698 -0.000474745 -0.000292278 -8.73287e-05 -0.000248463 0.000299952 3.67253e-05 0.000865783
internal_weight=0 0.0358688 0.0343993 0.0333365 0.0322721 0.0312365 0.0301587 0.0289471 0.027222 0.00662262 0.0205993 0.0056005 0.00456407 0.00333657 0.0191078 0.0179728 0.0134354 0.00958296 0.00847754 0.00385247 0.00453733 0.00343737 0.00690404 0.0048755 0.00202853 0.00328334 0.00202453
internal_count=3910 3318 3206 3026 2783 2574 2498 2284 2134 430 1704 374 349 212 1621 1457 1184 909 852 275 273 181 751 656 95 574 109
is_linear=0
shrinkage=0.00148603


Tree=1760
num_leaves=17
num_cat=0
split_feature=14 157 0 42 3 52 160 457 133 160 2 483 12 2 43 52
split_gain=0.000104786 0.000118354 0.000161608 0.000203772 0.000223014 0.000180885 0.00017506 0.000217254 0.000203014 0.000237397 0.000201786 0.00018561 0.000174833 0.000167732 0.000149831 0.000123384
threshold=0.05884000000000001 -0.077534999999999979 -0.017269999999999997 -1.0000000180025095e-35 -0.088024999999999978 -0.044539999999999989 -1.0000000180025095e-35 -0.0034949999999999994 -1.0000000180025095e-35 0.093550000000000008 0.11635500000000001 0.083090000000000011 0.093870000000000023 0.083585000000000007 -0.072649999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 11 -8 -9 10 13 -5 -7 14 -10 -15
right_child=-2 2 5 6 -6 12 7 8 9 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0014103954661484435 -0.0017737687982341346 0.00012838159668604099 0.0028501267773639008 -0.0032071915167973539 -0.0032403067251888466 0.001444810027681224 -0.0021387479715603481 -0.0016600534795831816 0.0022036743063109203 -0.0013365296048459721 -0.00057421058889956618 0.00014356841933649885 -0.0013374194546755776 0.0012086531076751692 -0.00068522155669937471 0.0035158250571476583
leaf_weight=0.0018187668040393059 0.0010088660594390333 0.001061355796260155 0.0010904565707628433 0.0010184332586812778 0.0014101130586045485 0.0015387264168425742 0.001051013242943352 0.0011446098470898934 0.001005934819438184 0.0012943306461031812 0.0014475907579039188 0.0010191926176393445 0.0012707068321796758 0.0011656940078532694 0.0012291976897785203 0.0018442798482048986
leaf_count=443 141 396 167 392 532 126 112 311 113 157 183 267 68 118 180 204
internal_value=0 5.89091e-05 -7.3303e-05 -0.00033995 -0.00179365 0.000931216 -4.59499e-05 0.000251257 0.000526337 0.000839666 0.00126053 -0.00153119 0.000186407 0.0017669 0.000614943 0.00262231
internal_weight=0 0.0204104 0.0185916 0.0146917 0.00247147 0.00389989 0.0122203 0.0101827 0.00913164 0.00798703 0.0066927 0.00203763 0.00280943 0.00524511 0.00223513 0.00300997
internal_count=3910 3769 3326 2965 928 361 2037 1378 1266 955 798 659 194 615 293 322
is_linear=0
shrinkage=0.00555105


Tree=1761
num_leaves=30
num_cat=0
split_feature=1213 1456 453 9 4 11 1374 4 15 14 43 4 51 42 0 49 40 1 0 1374 12 48 16 0 4 12 16 49 0
split_gain=0.000543205 0.000509551 0.000555947 0.000489351 0.000479295 0.000555805 0.00038706 0.000446278 0.00039878 0.000413914 0.000391599 0.000642754 0.000386706 0.000386296 0.000509693 0.000690934 0.000376074 0.00043667 0.000497818 0.000540059 0.000400774 0.000271611 0.000269058 0.000370113 0.000468575 0.000212449 0.000158469 0.000160971 3.13911e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089075000000000015 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.086000000000000007 0.28937500000000005 -0.14676499999999995 0.077685000000000018 -0.50992999999999988 -0.49837999999999999 -0.40274499999999996 0.09901500000000002 0.047345000000000005 -0.091004999999999989 -0.067204999999999987 0.13837000000000002 -0.083424999999999985 -0.094679999999999986 0.093125000000000013 0.085760000000000017 -0.30307999999999996 -0.10575999999999998 -0.029114999999999999 0.086305000000000007 -0.019979999999999994 -0.0088699999999999977 -0.074514999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 -10 -12 -13 14 15 21 -17 18 19 -18 28 -14 -21 26 -25 -16 27 -24 -20
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 11 12 13 -15 25 16 17 -19 20 22 -22 -23 23 24 -26 -27 -28 -29 -30
leaf_value=-0.00083959014218896522 -0.00078186535691075493 0.00096890369552984999 -0.00099250423961446321 -0.00079198578727508523 0.0008218284794925207 -0.00080571169902815922 -0.00081458287345234084 0.00076420155804663911 0.00084228206071751475 -0.00075954325699251223 -0.00084110690950355113 -0.00071814176964888428 -0.0011419588693090171 -0.00050613593590397314 0.0013049912698727703 -0.0005673858230327677 -0.00052485893133908778 0.0011340404322842494 -0.00080499376552410455 -0.00011265454212240602 0.00032953090311918688 -0.0001594057815654356 0.0011195815839118045 0.0007926579672261709 -0.00036957283150423095 0.00047709910479331718 0.0013085020182085638 0.00038627451822469735 -0.00045147392347818198
leaf_weight=0.0015685356724108859 0.0015559274099279643 0.0012279644168658168 0.0010084086754531532 0.001125810674429426 0.0015688018233382664 0.0016059375181401983 0.0010065510967931504 0.0018556033787759376 0.001422067071843002 0.0011569031945053423 0.0014793853296825475 0.0010435839095233037 0.0010119441732701065 0.0015856019044899741 0.0010642784042782507 0.0010645175898876822 0.0010936101614120739 0.0012079497088990374 0.0010233167845616897 0.0010891733578032199 0.0015787082678986319 0.0013261683294842896 0.0011079604029307077 0.0015449401602902653 0.0013058977442410788 0.0015581451757498144 0.0014640045575653356 0.0013607367446523133 0.0010264003098781347
leaf_count=592 332 127 52 134 155 127 81 148 35 56 109 90 60 262 45 76 52 21 297 54 243 43 21 193 320 22 44 43 76
internal_value=0 1.83686e-05 5.30374e-05 8.32423e-05 5.09494e-05 1.32856e-05 5.64042e-05 8.61259e-05 4.06053e-05 7.59562e-05 0.000114073 7.08103e-05 0.000130884 0.000172262 0.000226512 0.000137107 0.000250616 0.000313704 0.000235026 0.000415668 -0.000211365 -0.000584659 0.000546318 0.000652124 0.000260269 0.000813089 0.000936182 0.000715385 -0.000627968
internal_weight=0 0.0374703 0.0359144 0.034906 0.033678 0.0321092 0.0305033 0.0294967 0.0276411 0.0265153 0.0253584 0.0239363 0.0224569 0.0214134 0.0198278 0.0172053 0.0148672 0.0138027 0.0125947 0.00896632 0.00362843 0.00233811 0.00787271 0.00678354 0.00285084 0.00262242 0.0039327 0.0024687 0.00204972
internal_count=3910 3318 2986 2934 2807 2652 2525 2444 2296 2162 2106 2071 1962 1872 1610 1543 1440 1364 1343 727 616 103 675 621 513 67 108 64 373
is_linear=0
shrinkage=0.00142833


Tree=1762
num_leaves=27
num_cat=0
split_feature=1213 160 52 1456 133 453 38 124 42 483 47 394 1 47 1 49 151 13 15 159 2 52 1 0 2 15
split_gain=0.000506827 0.000516573 0.000466845 0.00038624 0.000314732 0.00034646 0.000321394 0.000425829 0.000336872 0.000399005 0.000360374 0.000396401 0.000277682 0.000389699 0.000305478 0.000484447 0.00101609 0.000361021 0.00035558 0.000414525 0.0003186 0.000237078 0.000395226 0.000234924 9.94753e-05 8.72172e-05
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.42985499999999993 -1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -1.0000000180025095e-35 0.0015150000000000003 0.11566000000000001 -0.069384999999999988 0.12293500000000002 0.10843500000000002 0.11235500000000002 -0.085974999999999982 0.077805000000000013 -0.094679999999999986 1.0000000180025095e-35 0.089930000000000024 0.106035 -0.081429999999999989 0.094695000000000015 -0.14136999999999997 0.091525000000000009 -0.050004999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 11 -9 13 14 15 16 -10 24 19 20 21 -19 23 -23 -17 -14
right_child=1 2 3 4 -6 -7 -8 8 9 -11 -12 -13 25 -15 -16 17 -18 18 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.00089380770809123532 -0.00099561894464226001 -0.00086712863447621343 -0.00071536825576072659 0.00088672736689000278 -0.00050447356295472848 -0.0005484604971945225 -0.0005641789915191098 8.7742007103199676e-05 -0.0012224756668338095 -0.00051998166201427031 0.00034495258634001619 -0.0011240937424241264 0.0010824308530720179 -0.00063822418020597423 0.00096974640687726849 0.00043379211126866177 0.00071560272923064882 0.00087536682047954035 -0.00034796019209546076 -0.0005123710348418002 0.0010629442058472404 0.0002033070672562045 0.00074043932807990836 -0.00073878958151945759 0.00097703753114537577 0.00049081199800433462
leaf_weight=0.0013593439872859733 0.0010435093314207907 0.0011477327738966389 0.0012486738260355226 0.0018725465785645315 0.0016647452574884139 0.0014435654672895195 0.0011667570147687592 0.001025386874950962 0.0013215477721993359 0.0013720856414706486 0.0014066235467726784 0.0012984129427841959 0.0010739266592368346 0.0010275871171445674 0.0012808240711237309 0.0011354883043590532 0.0010152835521058945 0.0011545787929914076 0.0019795867572753867 0.0010223948539502814 0.0015431395507903289 0.0011489374892050723 0.0013476031953634227 0.0010994008376862471 0.0019340553119562287 0.0010421449501665228
leaf_count=592 273 345 236 236 401 75 79 150 56 229 16 312 100 42 62 55 46 56 104 84 41 32 40 153 44 51
internal_value=0 1.34913e-05 4.56219e-05 7.87471e-05 0.00011139 0.000147099 0.000183921 0.000217362 0.00016563 0.000238914 -0.000237064 -0.000589366 0.000293355 0.00023144 0.000287354 0.000227905 -0.000380438 0.000342872 0.000199821 0.000348041 0.000487813 0.00030099 0.00011657 -0.000257363 0.00077608 0.000791064
internal_weight=0 0.0338165 0.032773 0.0316253 0.0303766 0.0287119 0.0272683 0.0261016 0.024229 0.0204986 0.00373042 0.0023238 0.0191265 0.0170104 0.0159828 0.014702 0.00233683 0.0123652 0.00929564 0.00731605 0.00629366 0.00475052 0.00359594 0.00224834 0.00306954 0.00211607
internal_count=3910 3318 3045 2700 2464 2063 1988 1909 1673 1195 478 462 966 815 773 711 102 609 510 406 322 281 225 185 99 151
is_linear=0
shrinkage=0.00145689


Tree=1763
num_leaves=17
num_cat=0
split_feature=51 1 376 13 43 160 52 15 1 42 49 3 2 13 16 15
split_gain=9.27343e-05 0.000184135 0.000130221 0.000174688 0.000227528 0.000217715 0.000120467 0.000127659 0.000301355 0.00024251 0.000174456 0.000340115 0.000151909 0.000118611 4.81092e-05 2.64768e-08
threshold=-0.40274499999999996 0.12730000000000002 0.048375000000000008 0.17936000000000002 -0.17307499999999998 -0.098319999999999991 -0.11271999999999999 -0.095799999999999982 0.10031000000000002 0.086325000000000013 -0.076864999999999975 0.086245000000000016 0.099675000000000014 -0.0088749999999999992 -0.040439999999999997 -0.11219499999999999
decision_type=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 12 9 10 -9 13 15 -12 -3 -8
right_child=1 14 -4 -5 5 6 7 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.001632909547619979 0.0024102851146175215 0.0024533423124674216 0.0015633422364970755 -0.0021668811794509396 -0.0026623533080598139 -0.0014647439945167338 -0.0017413422485914329 -0.0013966273404987346 0.0025943743470258481 -0.0025347110378223237 0.0010202937722510841 0.0033476254201724731 0.00043140122054402639 -0.0013095200618167869 0.00081801936896044706 -0.0017815824559996923
leaf_weight=0.0010528902721240454 0.0010453419824247813 0.0010144029575948621 0.0013033879563865139 0.0013581880997452491 0.0010855532277571972 0.0016896560326319391 0.0010080815636159327 0.0012194021944187412 0.0017020317698835385 0.0010076043924033551 0.0013769427201112943 0.0012893736237773457 0.0018829321805517996 0.0013177172926925537 0.0012222451977722806 0.0010072874426535457
leaf_count=145 76 217 147 167 428 486 156 71 180 621 474 58 159 351 103 71
internal_value=0 5.62236e-05 -0.000127598 -0.000257318 -9.14046e-05 -0.000270687 -7.83848e-05 0.000119939 0.000524995 -4.20844e-05 0.000440593 0.00100292 -0.000702275 -0.00011901 0.0015597 -0.00176145
internal_weight=0 0.0205301 0.0182935 0.0169901 0.0156319 0.0145866 0.013501 0.0118114 0.00791307 0.00621104 0.00520344 0.00398403 0.0038983 0.00269466 0.00223665 0.00201537
internal_count=3910 3765 3445 3298 3131 3055 2627 2141 1755 1575 954 883 386 825 320 227
is_linear=0
shrinkage=0.00555105


Tree=1764
num_leaves=27
num_cat=0
split_feature=1213 52 160 14 1374 1 133 0 133 43 376 403 4 147 48 2 3 15 3 43 51 42 3 3 2 13
split_gain=0.000467116 0.000456385 0.00038426 0.00039922 0.000333521 0.000384532 0.00060452 0.000545922 0.000438104 0.000375584 0.000426809 0.000316178 0.00028011 0.000462113 0.000462266 0.000443206 0.000432331 0.000483229 0.000411812 0.000551297 0.000276339 0.000250567 0.000157348 0.000150807 5.17365e-05 3.89034e-05
threshold=-0.081334999999999977 -0.42985499999999993 -0.40446999999999994 0.077685000000000018 0.087785000000000016 1.0000000180025095e-35 0.10681500000000001 -0.084074999999999997 0.084285000000000013 -0.24333999999999997 1.0000000180025095e-35 0.03138500000000001 -0.16401499999999997 1.0000000180025095e-35 0.12862000000000004 1.0000000180025095e-35 0.086245000000000016 -0.092459999999999987 -0.077894999999999978 -0.073139999999999983 0.084305000000000019 -1.0000000180025095e-35 -0.115685 -0.078669999999999976 0.10910500000000002 -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
left_child=-1 -2 -3 4 5 6 7 8 -4 -7 11 12 -11 14 15 18 24 20 -14 -20 -18 -9 -23 -24 -17 -21
right_child=1 2 3 -5 -6 9 -8 21 -10 10 -12 -13 13 -15 -16 16 17 -19 19 25 -22 22 23 -25 -26 -27
leaf_value=-0.0010260262231609682 -0.00087998960370754106 -0.00086080762072430117 -0.0012154991547229938 -0.00072631693651047905 -0.00072327115885619615 -0.00039983940849287172 -0.001205635812359641 -0.00023716391540142153 -8.7041762710036562e-06 -0.00047176142793561886 0.0012107038561986101 0.00099179515535111843 -0.00091580441516405547 0.0010388258381817002 -0.00073356281285837425 0.0012285817960720382 0.00035426877985059516 0.0010130903839205977 0.00096571271775636332 -0.00052361979964028575 -0.00045120018833072744 0.00086864960424520084 -7.9677450172023617e-05 0.00056888213291621617 0.00077401169187127339 -0.00011734390377644382
leaf_weight=0.0010087463998781901 0.0012536881031840605 0.0010278171973161767 0.0012003069442267514 0.0013571183060265826 0.0010558141138163881 0.0018007834170159489 0.0010039233731168754 0.0016660830834607232 0.0014876052262190603 0.0012702764498051461 0.0010958773044235639 0.0011896947704186358 0.0010846031966128501 0.0014927993293906159 0.0011503201192475396 0.001218381897383658 0.0019555653309141774 0.0013151538633486837 0.0011548653156905758 0.0010101156660273225 0.0018122391018202677 0.0013203351611537073 0.0015199054813117563 0.0016525684779864483 0.0010122809204966277 0.0010737274389212128
leaf_count=383 351 277 355 98 81 55 302 225 250 93 163 76 266 129 44 47 64 55 70 124 45 25 78 87 120 47
internal_value=0 1.41471e-08 3.35189e-05 6.23338e-05 9.73757e-05 0.000126759 -0.000112834 1.11755e-05 -0.000547607 0.000246951 0.000312254 0.000253437 0.000196948 0.000256433 0.000165096 0.000253929 0.000476902 0.000237555 -0.000123269 0.000142142 -3.31458e-05 0.000255044 0.000437571 0.000258163 0.0010223 -0.000314281
internal_weight=0 0.0341818 0.0329282 0.0319003 0.0305432 0.0294874 0.00985073 0.0088468 0.00268791 0.0196367 0.0178359 0.01674 0.0155503 0.0142801 0.0127873 0.0116369 0.00731362 0.00508296 0.00432331 0.00323871 0.0037678 0.00615889 0.00449281 0.00317247 0.00223066 0.00208384
internal_count=3910 3527 3176 2899 2801 2720 1322 1020 605 1398 1343 1180 1104 1011 882 838 331 164 507 241 109 415 190 165 167 171
is_linear=0
shrinkage=0.00148603


Tree=1765
num_leaves=16
num_cat=0
split_feature=43 42 376 133 3 0 15 47 14 49 1 457 2 12 16
split_gain=8.98988e-05 0.000185505 0.000319869 0.000151736 0.000147303 0.000196282 0.000299099 0.000183262 0.000157333 0.000186442 0.000263614 0.000135977 0.000116829 0.000111031 7.55539e-05
threshold=0.19761500000000001 -0.10770999999999999 1.0000000180025095e-35 0.093845000000000026 -0.100615 -0.082994999999999985 -0.053579999999999996 0.09252500000000001 -0.13131999999999996 -0.0019649999999999997 0.094890000000000016 0.082870000000000013 0.10571000000000001 0.091475000000000015 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 7 -7 8 -6 11 14 -10 13 -3 -11
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.0021655385643527614 -0.0016979191381857239 -0.00089618857021960224 0.0033049094268543873 -0.002084357379907031 -0.001576148859936452 0.00071776686371119447 -0.0030054436028282131 -0.0018806454281364167 -0.0014011067336463223 0.0015797984963012441 0.0041479382338279903 0.00098415896290043187 0.0026950821978163121 0.0015287363931121545 -0.00048716681373879778
leaf_weight=0.0012649290313307615 0.0011031348014133432 0.0012023873498973282 0.0011344426834225671 0.0011623330950701434 0.0010561672490132521 0.0013418168958270124 0.0018571591487887918 0.0012418417956135694 0.001588652063057667 0.0016069385700476059 0.0012019281754443653 0.0018886902003988348 0.0012429534979173651 0.0015742353892352345 0.0010593904440059964
leaf_count=224 252 141 192 599 50 282 625 161 248 381 88 116 143 102 306
internal_value=0 6.30877e-05 0.000210228 1.54521e-05 0.000160195 -0.000153992 -0.00144374 0.000273842 0.00059229 0.000904074 0.00181168 -0.000105569 0.00116402 0.000478648 0.000758548
internal_weight=0 0.0204239 0.0191589 0.0180245 0.0168622 0.0128426 0.00319898 0.00964361 0.00840177 0.0073456 0.00386826 0.00347734 0.00401958 0.00277662 0.00266633
internal_count=3910 3658 3434 3242 2643 2257 907 1350 1189 1139 775 364 386 243 687
is_linear=0
shrinkage=0.00600863


Tree=1766
num_leaves=26
num_cat=0
split_feature=1213 1456 14 9 151 4 15 14 47 48 484 150 52 1 12 1 15 133 13 2 49 3 3 2 16
split_gain=0.000588945 0.000460707 0.000345735 0.000337402 0.000306451 0.000447646 0.000483993 0.000483518 0.000333272 0.000330541 0.000446082 0.000317151 0.0002989 0.00034265 0.000356445 0.00034986 0.000347407 0.000238669 0.000209276 0.000210858 0.00020661 0.000278371 0.000184591 0.000139956 1.48435e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.27336999999999995 0.27020000000000005 -0.14097499999999996 -0.46795499999999995 0.096475000000000019 0.093225000000000016 0.085815000000000016 0.08882000000000001 -0.40083499999999994 0.10786000000000001 0.10214500000000001 0.090540000000000023 0.088345000000000021 0.094185000000000005 -0.074599999999999986 0.11230000000000001 -0.072894999999999988 -0.115685 0.10666500000000002 0.085255000000000011 -0.41163499999999992
decision_type=2 2 2 2 2 2 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 -7 24 10 11 12 -8 14 15 16 17 20 -11 -20 -14 -22 -15 -23 -9
right_child=1 2 -4 4 5 7 9 8 -10 18 -12 -13 13 22 -16 -17 -18 -19 19 -21 21 23 -24 -25 -26
leaf_value=-0.0009924407945871537 -0.00083916267722956817 0.0009603007553615541 -0.0007226021271934908 -0.00074708053466576144 -0.00099448296801418843 -0.00040716962424160625 -0.0008456678937617439 0.0012727031564624986 0.00014603539201209665 0.00098739713253592808 0.00067383702645905418 -0.00073499163488097738 0.00068561043482525113 0.00082477872816582069 -0.00088604602353125326 -0.00071307148380491878 0.00071580709540106308 -0.00070969551325395636 0.00061844425047865464 -0.00030957495244856258 0.00058640094000819698 5.3250712965740916e-05 3.3261464412770344e-05 -0.00056145593944349368 0.0010207175610471959
leaf_weight=0.0014509838825646623 0.0014469039913313627 0.0010211420315037181 0.0013166015450568605 0.0010927774738314069 0.0011082558126050612 0.0010020521747762245 0.0010234428015342906 0.0012542939568000594 0.001176961020558781 0.0012630913992990878 0.0019342487883279294 0.0017404994806773369 0.0010863049738222292 0.0016861869082915879 0.0012340476414907106 0.0014368355350861126 0.0017979994241860142 0.0010936204199762795 0.0013245117732290082 0.0010485317125874527 0.0011877706473342135 0.0016435565178230284 0.001209432783923603 0.0019191160796146189 0.0010077081100414156
leaf_count=592 332 126 92 94 129 49 256 210 42 92 158 122 38 51 153 239 261 124 79 61 40 192 24 285 69
internal_value=0 1.39401e-05 5.2991e-05 8.67007e-05 5.62247e-05 8.73773e-05 3.09038e-06 0.000537895 0.00081327 5.19461e-05 -2.98115e-05 -0.000109596 -3.85373e-05 1.92493e-05 -0.000101392 -6.13563e-06 0.000110238 -4.68697e-05 0.000479 0.000208398 7.73227e-05 -6.17771e-05 0.00049418 -0.000277875 0.00116045
internal_weight=0 0.0330559 0.031609 0.0302924 0.0292712 0.0281785 0.0237375 0.00444102 0.00343896 0.0226292 0.0189931 0.0170588 0.0153183 0.0142949 0.0113993 0.0101652 0.00872837 0.00693037 0.00363613 0.00237304 0.00583675 0.00475044 0.00289562 0.00356267 0.002262
internal_count=3910 3318 2986 2894 2768 2674 2304 370 321 2175 1943 1785 1663 1407 1332 1179 940 679 232 140 555 517 75 477 279
is_linear=0
shrinkage=0.00154607


Tree=1767
num_leaves=28
num_cat=0
split_feature=1213 1456 14 52 151 38 124 40 3 16 13 43 49 47 4 474 160 1 1 4 15 1 3 16 0 13 2
split_gain=0.000503384 0.000486509 0.000429282 0.000423852 0.000358039 0.000357881 0.000338743 0.000451556 0.000358207 0.000330309 0.000467698 0.000551893 0.000359815 0.000412121 0.000485673 0.000347061 0.000390626 0.00029028 0.000583768 0.000268145 0.000264181 0.000262319 0.000226648 0.000209147 0.000196556 0.000214219 0.000116328
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -0.27336999999999995 0.10386000000000002 -0.048219999999999992 -0.062739999999999976 0.16699000000000003 0.41476000000000007 0.16421000000000002 -0.15109999999999998 0.090445000000000011 0.09252500000000001 -0.23071499999999998 0.085070000000000021 -1.0000000180025095e-35 0.094695000000000015 0.089075000000000015 -0.0017649999999999999 -0.073314999999999991 0.09692000000000002 -0.074234999999999982 -0.069894999999999985 -0.084304999999999977 -0.073799999999999991 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
left_child=-1 -2 3 -3 -5 6 21 26 9 10 11 -9 13 14 -13 16 23 18 19 24 -19 -6 -11 -16 -18 -26 -8
right_child=1 2 -4 4 5 -7 7 8 -10 22 -12 12 -14 -15 15 -17 17 20 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.00087068827143613864 -0.00079433183336950893 -0.00077291725671017593 -0.00073876356946881675 -0.00069470602701214947 0.00021459874630174114 -0.0006967687357788755 -0.00087107200263039804 0.00094923681776766153 0.0010385953245561732 0.0011904511325712605 -0.00063099909139751297 -0.00068137563948053798 0.00069541949558247378 -0.00076783963475698632 1.32978759085967e-05 0.00093276406039573777 4.3395143546882003e-05 0.001002770563079629 -0.00094699475426444067 -0.00020273420120997009 0.00016457729106973467 0.0012229114506949663 0.00024275743428990766 -0.0008748528800941683 0.0011905615689281109 0.0002706246028974195 -0.00017481865270511446
leaf_weight=0.001421973366463338 0.0015128032716110592 0.0011766938316624112 0.0014012518152376465 0.0011087753199223718 0.0010728277130218613 0.0010261274817371371 0.001026601883981181 0.0017181041931901833 0.001008203308554583 0.0010269483642408872 0.0017235345821094419 0.0015689363116400548 0.0018338953344213807 0.0013131862645865125 0.0010929687445656311 0.0011725254470928989 0.0013324136987732287 0.0016161630535743154 0.0010414828830311862 0.0018513700006242651 0.0015767964823552028 0.0011186891449784936 0.0011196010000097392 0.0011601260750110929 0.0011353151599982078 0.0010199577387766104 0.0010108598673818636
leaf_count=592 332 290 92 80 55 49 55 70 127 47 102 79 183 116 110 157 184 52 113 108 103 206 27 239 45 216 81
internal_value=0 1.36859e-05 5.04452e-05 8.51644e-05 0.00011808 0.00014856 0.000178953 0.000133178 0.000188391 0.000151608 9.63586e-05 0.000160868 8.4408e-05 1.38511e-05 8.43138e-05 0.000176729 0.000101774 0.000230223 5.07627e-05 0.000245394 0.000588841 0.000729305 0.000696151 -0.000444014 0.000483274 0.000755212 -0.000525635
internal_weight=0 0.0347662 0.0332534 0.0318521 0.0306754 0.0295666 0.0285405 0.026349 0.0243115 0.0233033 0.0211568 0.0194332 0.0177151 0.0158812 0.0145681 0.0129991 0.0118266 0.0095735 0.00638054 0.00533906 0.00319296 0.00219152 0.00214655 0.00225309 0.00348769 0.00215527 0.00203746
internal_count=3910 3318 2986 2894 2604 2524 2475 2214 2078 1951 1877 1775 1705 1522 1406 1327 1170 821 666 553 155 261 74 349 445 261 136
is_linear=0
shrinkage=0.00145689


Tree=1768
num_leaves=17
num_cat=0
split_feature=14 52 157 39 160 151 49 52 47 4 2 0 4 1 4 12
split_gain=0.000110532 0.000107384 0.000152822 0.000142941 0.000163792 0.000183753 0.000274637 0.000287597 0.0001906 0.000211122 0.000167514 0.00015028 0.000211879 0.000142269 0.000113548 4.40903e-05
threshold=0.064610000000000015 -0.27466499999999994 -0.077534999999999979 0.005105000000000001 -1.0000000180025095e-35 -0.083919999999999981 0.090115000000000015 -0.082174999999999984 0.09252500000000001 0.05309500000000001 0.11085000000000002 -0.035699999999999989 -0.083329999999999987 0.099115000000000023 0.053925000000000008 0.092365000000000017
decision_type=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 10 11 12 -9 -5 -4 -11
right_child=-2 2 3 13 5 6 -8 8 -10 15 -12 -13 -14 -15 -16 -17
leaf_value=-0.001178538573784075 -0.0017439921106023977 0.0016888925726636825 -0.00043639047041950114 -0.00010973260506053085 -0.0018267267029703474 0.0022683693859135599 0.0029138420568659449 0.0013380400950040799 -0.0023077558954043165 0.0022216126807201638 0.0012357281342395337 -0.0028759857423513659 -0.0015643022634948714 0.002472590584434426 -0.0027611257801257926 0.00066781470809169604
leaf_weight=0.0018157302600782825 0.0010135582681135005 0.0017350386291531883 0.0013950884078560788 0.0011749823514488602 0.0012870052396556373 0.0014036657975368396 0.0010392955621991379 0.001128219849376777 0.0012014140851751287 0.0010108701286705574 0.0011258179720359252 0.0010087276814005949 0.0019599861837101898 0.0012571898333880761 0.0010469849923515628 0.001070351659302915
leaf_count=410 138 342 597 107 134 136 169 326 85 102 87 46 694 284 180 73
internal_value=0 6.06657e-05 0.000180066 2.70602e-05 -0.00017146 8.03465e-05 0.000304528 3.08538e-05 -0.000338409 -1.44757e-05 -0.000587102 -0.00108801 -0.000503984 0.00122507 -0.00143307 0.00142251
internal_weight=0 0.0206604 0.0188446 0.0171096 0.0146774 0.0122354 0.0109483 0.00990905 0.00850539 0.00730397 0.00522275 0.00409693 0.00308821 0.00243217 0.00244207 0.00208122
internal_count=3910 3772 3362 3020 2629 1852 1718 1549 1413 1328 1153 1066 1020 391 777 175
is_linear=0
shrinkage=0.00533549


Tree=1769
num_leaves=28
num_cat=0
split_feature=1213 1429 14 9 4 11 3 160 38 124 40 3 2 3 457 3 15 4 51 49 12 0 2 0 2 2 4
split_gain=0.0005947 0.000534821 0.000431869 0.000458024 0.000394881 0.000434337 0.00046278 0.000348523 0.000397481 0.000611606 0.000512829 0.000707648 0.000408668 0.000489091 0.000481358 0.000553783 0.000281193 0.000345229 0.000366591 0.000262951 0.00029834 0.00022068 0.000359949 0.000235331 0.000308872 0.000206592 0.0001712
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.15002999999999997 -0.23073999999999997 1.0000000180025095e-35 -0.048219999999999992 -0.061244999999999994 0.16699000000000003 0.11230000000000001 0.11476000000000001 -0.0015249999999999997 -0.078884999999999997 -0.095799999999999982 -0.23071499999999998 -0.40274499999999996 -0.07107999999999999 0.090480000000000019 -0.10575999999999998 0.08400500000000001 -0.060094999999999989 0.087005000000000013 0.106035 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 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 25 -8 9 -9 -11 12 14 -14 -12 21 -17 -18 -19 -20 26 -16 -23 24 -24 -5 -21
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 -13 13 -15 15 16 17 18 19 20 -22 22 23 -25 -26 -27 -28
leaf_value=-0.00096209638537319176 -0.0010883917542516609 0.0010270653087247096 -0.00075332436575836542 0.00018541677252731435 0.0009649477075033303 -0.00078881788229555664 -0.00079351438122874838 0.00092416481572246613 -0.00086318584045216515 -0.00079615213227375678 -0.00076533461667145164 0.001333270383494526 0.00016460925210999133 -0.0010823680433002401 0.00037424381047958331 -0.00013496363571149157 -0.00023909656077399422 -0.00021909965935286636 0.00012810859360717875 0.00083864152793615703 0.00029861566952917344 -0.0010367541356616464 0.00012825185125252137 0.00045474469650575399 -0.00098293532364425451 0.0010915392745929817 0.0015108352624617865
leaf_weight=0.0016002991396958091 0.0010539463935941287 0.0012437179508842508 0.0015891167118786678 0.0010921306128954733 0.0011407373570047332 0.0015679315653329686 0.0012992669785012725 0.00198305522599762 0.0011550499520827087 0.0018018853900769729 0.0014523349001555877 0.0010643341968019629 0.0014482484229937911 0.0017008984874440358 0.0014184700625674432 0.001927477415458235 0.0012301962625969063 0.0010033918923859639 0.0011495361991080708 0.0018247241837743471 0.0012567306389686256 0.0013249635138526377 0.0013971822997449349 0.0013238111135116656 0.0011214118894283809 0.0014652812529534209 0.0019483666745010453
leaf_count=592 181 124 111 64 155 82 281 138 57 102 209 78 161 46 52 91 53 32 29 55 217 308 191 31 388 48 34
internal_value=0 1.92841e-05 5.08959e-05 8.70577e-05 5.27705e-05 2.11971e-05 6.1659e-05 4.62993e-06 4.22952e-05 8.19462e-05 1.34798e-05 7.8054e-05 1.59959e-05 -0.000508901 0.000105936 0.000180694 0.000408337 0.000532812 0.000665017 0.000808578 0.000964096 -0.000176727 -0.000327971 -8.35643e-05 -0.000366508 0.000704584 0.00118575
internal_weight=0 0.0379842 0.0369303 0.0353411 0.0340974 0.0329567 0.0313887 0.0288313 0.0275321 0.026377 0.024394 0.0225921 0.0215277 0.00314915 0.0183786 0.0169263 0.0103404 0.00841295 0.00718275 0.00617936 0.00502982 0.00658584 0.00516737 0.00384241 0.00251859 0.00255741 0.00377309
internal_count=3910 3318 3137 3026 2902 2747 2665 2553 2272 2215 2077 1975 1897 207 1690 1481 511 420 367 335 306 970 918 610 579 112 89
is_linear=0
shrinkage=0.00157699


Tree=1770
num_leaves=18
num_cat=0
split_feature=4 11 3 48 1 47 52 151 2 2 43 43 16 1 47 47 13
split_gain=9.60397e-05 0.000117697 0.000125724 0.000134896 0.00013771 0.000156707 0.00016505 0.000169281 0.000129007 0.000158781 0.000125124 0.000288048 0.000120007 0.00011619 0.000106814 0.000215015 7.60515e-05
threshold=0.50541500000000006 0.08184000000000001 -0.12008499999999998 -0.075674999999999978 0.095575000000000007 0.13177500000000003 0.11262000000000001 0.056555000000000001 0.10393500000000001 0.097775000000000015 -0.089604999999999976 -0.0037249999999999996 -0.088144999999999987 0.085990000000000011 0.10783500000000001 0.087850000000000025 0.068400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -4 8 6 7 14 9 10 -5 -12 13 -13 15 -6 -1
right_child=-2 -3 3 4 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.0022729819736241577 0.0015859451269052346 -0.0017379501787702922 -0.0021237444072619406 0.00086373116467457298 0.0025858227607644707 -0.0011305131031289369 -0.0010434180908449843 -0.00063176085282584736 -0.0022307405540349986 0.0017193414158617737 -0.0036398654257243025 -0.00069941168088220255 -0.001355153494001738 0.0019201014342261707 0.0034430138361457043 -0.0006261936034223075 0.0002922714433995704
leaf_weight=0.0010877481120644917 0.0010855140534395671 0.0012804440204689784 0.0010224039771634654 0.0014296605486386928 0.001653606669096446 0.0014235382479093062 0.0010720037172755603 0.0010234998466748246 0.0011706887949760256 0.0010802469383267566 0.0010131524306294659 0.0010594761193342267 0.0018354480720716403 0.0010280734985137485 0.0010247443841847614 0.0010499373679850876 0.0013248878904925654
leaf_count=111 228 204 143 317 289 67 122 53 340 149 1035 178 381 58 78 66 91
internal_value=0 -0.000108176 -4.53537e-08 -0.000169398 -4.34447e-05 0.000520494 0.000924058 0.00136792 -0.00051776 -0.00024844 -0.000582363 -0.0010012 -0.000319735 0.000590642 0.00191688 0.00133842 0.00118528
internal_weight=0 0.0205796 0.0192991 0.0168865 0.0158641 0.00724733 0.00582379 0.00475179 0.00861675 0.00744606 0.00636581 0.00493615 0.003923 0.00208755 0.00372829 0.00270354 0.00241264
internal_count=3910 3682 3478 3276 3133 675 608 486 2458 2118 1969 1652 617 236 433 355 202
is_linear=0
shrinkage=0.00555105


Tree=1771
num_leaves=30
num_cat=0
split_feature=1213 1429 14 4 1374 11 376 376 483 150 160 4 12 13 133 47 2 2 13 16 48 1 1 15 16 3 52 2 0
split_gain=0.000724624 0.000467497 0.00046175 0.000427332 0.000403662 0.000412109 0.000411837 0.000564101 0.000494243 0.000378255 0.00079847 0.000563745 0.000620701 0.00041062 0.000450077 0.000322944 0.000400875 0.000455265 0.000389508 0.000411813 0.000329974 0.000335961 0.000569939 0.000428418 0.000309279 0.000212943 0.00016132 0.000111199 9.997e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.50657000000000008 0.087785000000000016 0.088315000000000018 0.11605500000000001 0.048375000000000008 0.089720000000000008 -0.20684999999999998 -0.091109999999999983 0.28937500000000005 -0.023959999999999995 -0.26418499999999995 0.093130000000000004 0.11566000000000001 0.11230000000000001 0.106285 -0.083514999999999992 -0.08286499999999998 0.093440000000000009 0.09112000000000002 1.0000000180025095e-35 0.085120000000000015 -0.057604999999999996 0.0021050000000000005 -0.0066199999999999991 0.10325000000000002 -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
left_child=-1 -2 3 4 5 6 7 8 9 -3 -11 12 25 27 15 16 17 18 19 28 21 22 23 -20 -23 -12 -24 -14 -15
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 -19 20 -21 -22 24 26 -25 -26 -27 -28 -29 -30
leaf_value=-0.00085144057353684938 -0.00085572880934886488 0.0008851426007449269 -0.00068032368799907669 0.00086507145041233322 -0.00077076091722436634 -0.00061498633672104524 -0.00066128035102990858 0.00083676614833083835 -0.00080925499069773265 -0.00086975641090360439 -0.00013081223298205854 0.00089202060631075745 0.00040476755272080093 0.00055928518873760678 -0.00063943131970080466 0.00065918408451791605 -0.00052702830239444685 0.0009935567821140346 -0.00078862364139277268 -0.00012736088492645929 0.00060568718312310386 -0.0010123055193861118 0.00017654163513330329 0.00025367078061641596 -0.00010533151015569697 -0.00093067453840148121 0.00082774690975255343 0.0010115458099151564 0.0011303825108825627
leaf_weight=0.0017606096098422 0.0010443753957399262 0.0010773854358205872 0.0014876706188319258 0.0011395835661573697 0.0010278115229570553 0.0014651454602869754 0.0011873143189007332 0.0018510031800838813 0.0010370125496137741 0.0014345740687144995 0.0010894442812819918 0.0016333963988264246 0.0010292306745895942 0.0011257853317843403 0.0013312274783471847 0.0019738972966418791 0.0016275867509669703 0.0010664882160771336 0.0016821385626210987 0.0012328785819741518 0.0011905205422535472 0.0012203658007479135 0.0013890558874116721 0.0011602934532037867 0.0014122459101697515 0.0012382347114794356 0.0012661458838780781 0.0010753357809338837 0.0010147938742433027
leaf_count=592 181 20 111 209 87 78 20 125 230 317 101 135 15 55 394 55 92 52 208 223 47 44 76 133 96 47 85 52 30
internal_value=0 1.47457e-05 3.96754e-05 7.02973e-05 4.35323e-05 6.90398e-05 0.000101012 0.000131022 8.48746e-05 0.000118875 8.73572e-05 0.000142814 8.98961e-05 0.000162218 0.000100007 0.000156702 9.22474e-05 0.000165494 9.59254e-05 0.000480136 -4.31318e-05 -0.000138139 4.74809e-05 -0.000363154 -0.000525766 -0.000556308 0.000487072 0.000714803 0.000830028
internal_weight=0 0.0375109 0.0364666 0.0349789 0.0338393 0.0328115 0.0313464 0.030159 0.028308 0.027271 0.0261936 0.0247591 0.0231257 0.020798 0.0186934 0.0173622 0.0153883 0.0137607 0.0126942 0.00337346 0.00932077 0.00813025 0.00549763 0.00284243 0.00263261 0.00232768 0.0026552 0.00210457 0.00214058
internal_count=3910 3318 3137 3026 2817 2730 2652 2632 2507 2277 2257 1940 1805 1657 1590 1196 1141 1049 997 308 689 642 502 341 140 148 161 67 85
is_linear=0
shrinkage=0.00131955


Tree=1772
num_leaves=28
num_cat=0
split_feature=1213 1348 14 1456 9 4 11 3 13 457 52 43 0 12 16 42 13 2 3 2 1 1 15 40 2 16 16
split_gain=0.00047901 0.000420168 0.000762834 0.000628584 0.00040079 0.000357256 0.000460106 0.00040582 0.000422301 0.000407731 0.000362227 0.000319312 0.000318553 0.00111782 0.000298695 0.000298537 0.000322048 0.000398738 0.000398266 0.000296965 0.000287564 0.000293476 0.000260054 0.000220034 0.000182457 7.54459e-05 3.6475e-05
threshold=-1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.12008499999999998 -0.083514999999999992 -0.067474999999999993 0.11588000000000002 0.083940000000000015 -0.053834999999999994 -1.0000000180025095e-35 0.10994000000000002 0.095385000000000011 -0.0041499999999999983 0.11230000000000001 0.099570000000000006 0.097940000000000013 0.09112000000000002 0.077800000000000022 0.083935000000000023 -0.064864999999999992 0.11165000000000001 -0.090494999999999978 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 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 10 -10 19 14 15 -14 -6 16 -11 18 20 22 21 -18 26 -21 -25 -23 -9
right_child=1 -3 -4 4 5 -7 -8 8 9 12 -12 -13 13 -15 -16 -17 17 -19 -20 23 -22 25 -24 24 -26 -27 -28
leaf_value=-0.0010311152093262772 -0.0011711798058046173 0.0011156277744857235 -0.0015123077447051045 0.0011326416092259158 0.0014166261694681945 0.00092719386583766674 -0.0010463199972076819 -0.00050848189476598263 -0.0010916879500757065 -0.00074060771865693529 -0.00058439808151015634 -0.00024200626299326897 0.0005788793051855792 -0.0014792076124199663 0.00020308495753456975 0.00082180968151318709 -0.00029314712765566648 -0.00065074846851335716 0.0012827656012616327 0.00016695787798399841 -0.00049996607863350814 0.001058539920949963 0.0007259594140862208 0.0016422219530974698 0.00062676650380229942 0.00042941556003875858 -5.2416414903636839e-05
leaf_weight=0.0014020059914968399 0.0012876894321195978 0.0010063370126476281 0.0010152369335725822 0.0010405426782833785 0.0014960179493799164 0.0012964068487807115 0.0012361211790654627 0.001042860813079971 0.0014295926539691075 0.0018216998115790474 0.0012086427893127638 0.0010039489930075973 0.0014016747215007674 0.0018638186466075528 0.0010438991322487823 0.0012565201888361808 0.0013128272012497798 0.0018144024023084571 0.0010009517551390346 0.0010109009144937675 0.0017210484116298996 0.0011327130641021199 0.0012447946713697311 0.0011111742087237531 0.001037022216324901 0.0011796663870642377 0.0010844172964983257
leaf_count=592 310 49 111 126 89 156 107 134 98 570 120 26 43 188 55 253 211 81 26 36 91 23 82 21 87 54 171
internal_value=0 7.31037e-06 -2.63912e-05 2.06346e-05 7.04755e-05 3.33264e-05 -7.39852e-06 3.97837e-05 -4.24706e-05 -0.000204535 0.000291192 0.000589282 -0.0001171 -0.000595798 0.000917864 2.19749e-05 -7.8694e-05 6.90475e-05 0.000274807 0.000453226 8.60924e-05 0.000364321 9.3875e-05 0.000836803 0.00115202 0.00073759 -0.000275995
internal_weight=0 0.0341009 0.0330946 0.0320794 0.0307917 0.0297511 0.0284547 0.0272186 0.0236747 0.0159349 0.00773981 0.00354387 0.0145053 0.00326549 0.00253992 0.0112398 0.00998331 0.00816161 0.00634721 0.00653117 0.00534626 0.00362521 0.00337207 0.0031591 0.0021482 0.00231238 0.00212728
internal_count=3910 3318 3269 3158 2848 2722 2566 2459 2289 1638 651 170 1540 231 144 1309 1056 486 405 531 379 288 387 144 108 77 305
is_linear=0
shrinkage=0.00174112


Tree=1773
num_leaves=17
num_cat=0
split_feature=4 15 150 48 160 133 15 3 52 2 47 2 13 48 4 3
split_gain=9.25325e-05 0.000173149 0.000164227 0.000142813 0.000162813 0.000156427 0.00015026 0.000154617 0.000203603 0.000226099 0.000171273 0.00019827 0.00013762 0.000119412 0.000108378 9.0575e-05
threshold=0.27608500000000008 -0.14097499999999996 -0.091259999999999994 0.093225000000000016 -0.089989999999999987 -0.09590499999999999 0.10043500000000001 0.11476000000000001 0.071660000000000015 0.097775000000000015 0.10783500000000001 0.086915000000000006 -0.0038299999999999996 0.12649500000000002 -0.08422499999999998 0.11476000000000001
decision_type=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 10 11 12 -7 -5 -10 -2
right_child=15 2 3 13 5 6 -8 -9 14 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0024940300957200061 0.0018713132941207843 0.0022329349376616577 -0.0026887924258740567 0.0022688343936758345 -0.0024669398155762017 -0.0033733068090120943 -0.0021778608524010905 0.0017614637562443328 3.9572762000155472e-05 -0.0028764278295846952 0.001934524298402292 0.00090999736871951744 -0.00065510167156544296 -0.00033066069963772165 0.002454564115207951 -0.00020392067197947555
leaf_weight=0.0010562199040461085 0.0016345853089436658 0.0010394593872820037 0.0010079681344790864 0.0013911788231160674 0.0010058757447509318 0.0010064138542946813 0.0010539270490520511 0.0017425354295497195 0.0012700809767658416 0.0013102810448422653 0.0010924221296435555 0.0017228734474394013 0.0018065973513434232 0.0010966046585836331 0.0013099522924540641 0.0013185735923965242
leaf_count=216 296 63 451 164 349 424 215 63 221 296 66 427 164 94 256 145
internal_value=0 -0.000176478 -3.93912e-05 -0.000179846 -0.000406044 -0.000233313 -5.08742e-05 0.00014819 -0.000147146 -0.000672507 -0.00015943 -0.000663738 -0.0016276 0.00112299 0.00126573 0.00094473
internal_weight=0 0.0189124 0.0178562 0.0168167 0.0143289 0.013321 0.0123151 0.0112612 0.00951862 0.00693859 0.00562831 0.00453588 0.00281301 0.00248778 0.00258003 0.00295316
internal_count=3910 3469 3253 3190 2932 2481 2132 1917 1854 1377 1081 1015 588 258 477 441
is_linear=0
shrinkage=0.00589082


Tree=1774
num_leaves=17
num_cat=0
split_feature=14 52 13 157 39 48 2 457 160 160 133 13 13 1 2 3
split_gain=9.31908e-05 0.000102991 0.000198483 0.000171683 0.000153913 0.000172275 0.000224758 0.000200189 0.000179957 0.000213966 0.000158167 0.00021591 0.00024585 0.000109481 8.50871e-05 5.39549e-05
threshold=0.064610000000000015 -0.24456499999999998 -0.057284999999999996 -0.08107499999999998 0.005105000000000001 0.12649500000000002 0.11542500000000001 0.088055000000000008 0.087825000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.076679999999999984 -0.13934999999999997 0.099115000000000023 0.086915000000000006 -0.088024999999999978
decision_type=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 -5 -11 12 -12 -6 15 -13
right_child=-2 3 -4 4 13 -7 -8 -9 -10 10 11 14 -14 -15 -16 -17
leaf_value=0.00061155682676916276 -0.0015383811065556305 0.0019764673817296604 -0.002508422464315584 -0.0017749333551997273 0.00012352323513170439 -0.0021663060211868971 0.0016894795809118041 0.0016788789104035615 -0.0025523544431534781 -0.0013181569976940895 0.0002000890034100646 0.001187175840116233 0.0035120586676450453 0.0023025540557384079 -0.0012183802840153727 -0.00042373700990193034
leaf_weight=0.0010328496512455876 0.0010134605101176078 0.0012979674257577309 0.0011153184495634834 0.0019768220743792758 0.0011847157035079761 0.0010407502857370252 0.0017952433395772857 0.0012565879182521731 0.0010034249625403288 0.0015985380007745671 0.0013016573797732245 0.0010713827779272878 0.0010772931271800512 0.0012422648628178934 0.0015074636342033709 0.0011167947388173154
leaf_count=207 138 279 226 678 108 76 272 102 203 644 49 101 129 297 230 171
internal_value=0 5.44746e-05 -0.00100832 0.000178078 4.21517e-05 -0.000154812 -2.06266e-06 -0.000257037 -0.000485382 -0.000270453 0.000117145 0.000494847 0.00169989 0.00123887 -0.000280864 0.000365004
internal_weight=0 0.0206191 0.00214817 0.0184709 0.0171729 0.014746 0.0137052 0.01191 0.0106534 0.00964995 0.00767313 0.00607459 0.00237895 0.00242698 0.00369564 0.00218818
internal_count=3910 3772 433 3339 3060 2655 2579 2307 2205 2002 1324 680 178 405 502 272
is_linear=0
shrinkage=0.00512831


Tree=1775
num_leaves=28
num_cat=0
split_feature=1213 1456 14 51 1 44 47 15 42 39 13 42 133 50 3 1 0 48 16 4 49 15 42 4 52 48 2
split_gain=0.000436158 0.000423559 0.000424295 0.000378863 0.000473633 0.00044981 0.000427438 0.00038134 0.000316074 0.000389026 0.000346226 0.000416163 0.000654547 0.000363799 0.000354432 0.000332572 0.000290077 0.000422958 0.000432628 0.000402947 0.000346143 0.000269348 0.00024029 0.000295813 0.000201868 0.000304082 0.000199977
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 0.13860500000000003 0.081835000000000019 0.11939500000000002 -0.024209999999999999 -0.10770999999999999 0.005105000000000001 -0.094679999999999986 -0.089024999999999979 0.089845000000000022 0.086465000000000014 -0.14218999999999996 0.086245000000000002 -0.10131499999999999 0.084500000000000006 -0.27337499999999998 0.0057500000000000008 -0.082494999999999985 -0.026084999999999994 0.091230000000000019 -0.084009999999999987 0.10062000000000001 0.085575000000000012 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
left_child=-1 -2 3 -3 5 6 8 -6 -5 10 24 -12 13 14 -13 -11 17 18 -16 -19 -18 -20 23 -22 25 26 -10
right_child=1 2 -4 4 7 -7 -8 -9 9 15 11 12 -14 -15 16 -17 20 19 21 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00070128153810566853 -0.00067457344173383802 -0.00071583273320655343 -0.00065906237654533102 -0.00059019440351293102 0.0012591865918091846 -0.00078039057089720001 -0.00075567372807436143 0.00017414031859203777 0.00032654932162622699 3.9411361177166719e-05 0.00059297643128866781 0.00061026606056854013 -0.0010410663607629896 -0.00063120882044331102 -0.00021461551883848696 0.00099235147459075367 0.00036472066041980653 -0.00078201213142446789 0.00033886142452312621 0.00015446112585576743 -0.00016233611258132419 0.0011594705511302371 3.3527371555604724e-05 -0.0010927961570863366 -0.00011800624042574565 9.113685818207062e-06 0.0010032633878799806
leaf_weight=0.0015839683696005627 0.0015254085529726171 0.0010448225242056788 0.0014659019205950355 0.0010798871265555446 0.0010432252154107952 0.0011005219383974909 0.0010302110672432132 0.0012277074739870377 0.0012954988099266309 0.0010538177169210341 0.0018299006952008914 0.0018123122358064585 0.0011267604762668073 0.0014376858346548125 0.0012343081014947188 0.001614883956285354 0.0011280761971757544 0.0012757125676534642 0.001486754128532386 0.0021456107424455695 0.001019553746113502 0.0013102172431587091 0.0011158929088934677 0.0014285419300940341 0.0012054084725334202 0.0015488220780094375 0.0018407529793504906
leaf_count=592 332 95 92 129 138 46 76 33 55 49 126 144 429 257 65 252 48 37 27 25 134 26 99 420 51 70 63
internal_value=0 6.04131e-06 3.57872e-05 6.625e-05 9.14765e-05 4.76644e-05 7.90659e-05 0.000672591 0.000109789 0.000137879 8.5238e-05 -4.10601e-06 -7.02384e-05 8.18063e-07 6.59221e-05 0.000616054 -1.53087e-05 0.000146506 0.000436105 -0.000194723 -0.000272326 0.000723269 -0.000473964 -0.000705289 0.000363582 0.000487489 0.000723732
internal_weight=0 0.0364282 0.0349028 0.0334369 0.0323921 0.0301211 0.0290206 0.00227093 0.0279904 0.0269105 0.0242418 0.0183513 0.0165214 0.0153947 0.013957 0.0026687 0.0121447 0.0074526 0.00403128 0.00342132 0.00469206 0.00279697 0.00356399 0.0024481 0.00589048 0.00468507 0.00313625
internal_count=3910 3318 2986 2894 2799 2628 2582 171 2506 2377 2076 1837 1711 1282 1025 301 881 180 118 62 701 53 653 554 239 188 118
is_linear=0
shrinkage=0.00131955


Tree=1776
num_leaves=28
num_cat=0
split_feature=1213 1456 1374 151 16 11 0 1 0 1 12 403 15 52 160 3 131 2 1 4 43 0 133 13 13 2 16
split_gain=0.000611015 0.000524257 0.000347265 0.000322619 0.000328558 0.000361209 0.000407652 0.000532585 0.000517382 0.000481846 0.000426957 0.000424983 0.000453552 0.000376662 0.000387199 0.000330118 0.000299979 0.000491082 0.000665304 0.000345006 0.000292207 0.00025549 0.000295509 0.000258656 0.000164785 0.0001562 0.000118508
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 -0.27336999999999995 -0.53257999999999994 0.080455000000000013 -0.017269999999999997 0.10339500000000001 -0.032484999999999993 1.0000000180025095e-35 0.08401500000000002 0.03138500000000001 0.083185000000000023 1.0000000180025095e-35 -0.11175999999999998 -0.115685 0.091885000000000008 0.087995000000000004 0.11183500000000002 0.05309500000000001 0.14198000000000002 -0.084074999999999997 0.086895000000000014 -0.074599999999999986 0.16421000000000002 0.092865000000000017 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2 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 15 9 10 -6 12 13 16 -15 24 17 19 25 -11 -17 22 -12 -23 -8 -19 -16
right_child=1 2 -4 4 5 -7 7 -9 -10 11 21 -13 -14 14 26 20 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=-0.00085709015986487613 -0.00078201695574634303 -0.00064472416889891596 -0.00070939509898763475 0.00075363496116175131 -0.0010278045997359603 -0.00049758642170508877 0.00097473366381416941 0.001326846116838608 -0.00091127607993007345 -0.00085293727862745001 -0.00092438088458801203 0.00099433471507460146 -0.00056221239134954606 -4.034586070206025e-05 0.00062838825105784803 -0.00043344940735765344 0.00075351286582344182 0.0010482288117505392 -0.00040294932481873137 1.5476056202772422e-06 0.00047300449548054978 0.00065256537470417993 9.5827118393766459e-05 -0.00018044227704247051 0.00023560130685975004 0.00041781852423413004 0.0012766259590722938
leaf_weight=0.0015803223675472091 0.0014905168740038657 0.0011350587530071224 0.0010998689878191073 0.001386921102509704 0.0011065303715247421 0.0019739687558582011 0.0012174840249343788 0.0010254200147430254 0.0010607957847952312 0.0016463101597385954 0.0011345219519240867 0.0011705382030786646 0.0015705773436613954 0.0010880399531236762 0.0010196754373565931 0.0016888128976709311 0.0011132767044029499 0.0011780481288212741 0.001747791229163409 0.001940055022184195 0.001111362730306098 0.0012479693629261481 0.0010128352817582176 0.0016075100693187603 0.0010664836195246608 0.001995725878678023 0.0011103250008392971
leaf_count=592 332 86 90 125 181 190 37 126 34 160 288 55 238 80 34 91 81 17 133 63 11 132 179 408 16 73 58
internal_value=0 1.51227e-05 4.96059e-05 7.46329e-05 9.99739e-05 7.05721e-05 0.000109433 0.00042429 2.48794e-05 7.06646e-05 -0.000256107 0.000198798 0.000134175 0.000219362 0.000625947 0.000242254 8.33695e-05 -4.31984e-06 0.000277238 -0.000390701 -7.36866e-05 -8.54224e-05 -0.000443184 0.000183618 0.000629601 0.000651816 0.000966301
internal_weight=0 0.0359464 0.0344559 0.033356 0.032221 0.0308341 0.0288601 0.00610956 0.0227505 0.0216897 0.00610937 0.0155804 0.0144098 0.0128392 0.00321804 0.00508414 0.00962121 0.00850793 0.00492157 0.00358637 0.00280018 0.00500284 0.00214736 0.00285548 0.00228397 0.00317377 0.00213
internal_count=3910 3318 2986 2896 2810 2685 2495 281 2214 2180 1188 992 937 699 172 155 527 446 223 223 102 1007 467 540 53 90 92
is_linear=0
shrinkage=0.00137286


Tree=1777
num_leaves=28
num_cat=0
split_feature=1213 1348 14 1456 11 3 457 1374 1 156 150 403 2 2 15 0 43 16 40 2 3 16 49 2 0 2 13
split_gain=0.000587118 0.000531145 0.000841283 0.000662296 0.000531904 0.000449799 0.000404928 0.000365336 0.000479134 0.000434028 0.000361609 0.000346895 0.000332828 0.000513639 0.000327451 0.000312157 0.000294371 0.000273535 0.000339941 0.000319138 0.000836262 0.000302404 0.000259666 0.00024938 0.000245142 0.000162198 2.75338e-05
threshold=-1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -0.067474999999999993 -0.094679999999999986 1.0000000180025095e-35 0.090385000000000007 0.075065000000000007 0.03138500000000001 0.10393500000000001 0.097940000000000013 -1.0000000180025095e-35 -0.089879999999999974 -0.083899999999999988 -0.10808 0.0057300000000000007 0.113945 0.090325000000000003 -0.014099999999999998 0.090775000000000008 0.11085000000000002 -0.13027499999999997 0.088975000000000012 -0.0068099999999999992
decision_type=2 2 2 2 2 2 2 2 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 14 -7 -8 12 10 11 17 13 15 -5 -9 25 22 19 20 21 -19 24 -16 -10 -17 -23
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12 -13 -14 -15 23 16 -18 18 -20 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=-0.00097403585039676499 -0.0010588885968931523 0.0010818575884218324 -0.0013439110298653796 0.0012798227654893636 -0.000744615469963786 -0.00064871182051503835 -0.00068639125624303402 -0.00075327528450547373 0.0012988121624621634 -0.0005371533321014844 0.0010209804390759318 0.0011444163448240314 -0.0007240544339720404 0.00080723383607502256 -9.743794906392777e-05 0.00088016746320043803 -0.00045903589018322542 -0.00054331074741670727 0.00084023793166162607 0.00049735835268901562 -0.0014620758049452766 0.00026416382209457897 -0.00012747835737641941 0.00083139220795076828 0.00039838736697797057 1.2859261402226889e-05 0.00063094150165415679
leaf_weight=0.0015574467976750541 0.0013507738561678853 0.0011238005265936648 0.0011539919545159307 0.0012346914203683612 0.0018973387733396399 0.0019577278199484341 0.0014090630452514566 0.0018081767665177328 0.0012443399928403348 0.0013845351756129878 0.0019376912094746799 0.00107515090739252 0.0019603971123942632 0.0015672767944063803 0.0016347940953274033 0.0010268195930684954 0.0016456502860137702 0.0012317818350432381 0.0010578390965747531 0.001510188098020615 0.00120811253037445 0.0010233835375619282 0.0011272139251514435 0.0012830559497842842 0.0019001650515644225 0.0011223694280526608 0.0010126622427453335
leaf_count=592 310 49 111 88 121 230 62 232 49 150 178 46 220 103 88 81 413 229 16 74 41 112 53 20 127 69 46
internal_value=0 1.39059e-05 -1.87381e-05 2.42045e-05 6.69073e-05 0.000114484 4.31556e-05 9.47496e-05 0.000139054 0.000305997 0.000387469 0.000288399 -0.00014824 9.19035e-06 0.000599059 -0.000214039 4.28987e-05 0.000207066 1.61302e-05 -0.000129502 -0.000341006 7.34528e-05 0.000521914 0.000310993 0.000754702 0.000427234 0.000446587
internal_weight=0 0.037889 0.0367652 0.0356112 0.0342604 0.0323631 0.0282105 0.0262528 0.0248438 0.0157131 0.0143285 0.0123908 0.00913069 0.00717029 0.00415254 0.00560302 0.00379484 0.0113157 0.00704397 0.00598613 0.00447594 0.00326783 0.00427172 0.00291785 0.00314451 0.00214919 0.00203605
internal_count=3910 3318 3269 3158 2848 2727 2531 2301 2239 1121 971 793 1118 898 196 795 563 747 518 502 428 387 229 108 176 150 158
is_linear=0
shrinkage=0.00157699


Tree=1778
num_leaves=28
num_cat=0
split_feature=9 1213 1456 151 4 15 14 47 14 484 48 1375 52 1 3 12 3 2 3 12 484 13 2 48 0 52 16
split_gain=0.000436166 0.000398243 0.000389286 0.000346252 0.000395416 0.000585765 0.000405923 0.00038724 0.000289577 0.000301249 0.000331831 0.000365602 0.000401192 0.000338088 0.000321842 0.00032642 0.000395308 0.000284223 0.000252254 0.000263025 0.000238757 0.000176786 0.000167373 0.000151478 0.00014129 0.000138068 3.36647e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.27020000000000005 -0.14097499999999996 -0.46795499999999995 0.096475000000000019 0.077685000000000018 0.085815000000000016 0.093225000000000016 -1.0000000180025095e-35 -0.40083499999999994 0.10786000000000001 -0.015794999999999997 0.092365000000000017 -0.078884999999999997 0.098195000000000018 -0.089604999999999976 0.086765000000000023 0.09129000000000001 -0.074599999999999986 0.086245000000000002 0.12649500000000002 -0.10303999999999998 0.10062000000000001 -0.41163499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 9 10 11 -7 -13 14 15 16 18 22 19 -14 -11 -12 -16 -23 -15 -19 -8
right_child=1 2 3 4 6 8 7 -9 -10 20 21 12 13 24 17 -17 -18 25 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00071205056164124869 -0.00073385988287568858 -0.00066823955031413687 -0.00070171481918663789 -0.00085654759679620093 -0.00032588356506945218 -0.00068887238732889627 0.0010718559601336631 1.7344432344262041e-05 -0.00059421584227513336 0.00090054464395280284 0.00078623420649293551 -0.00073338097014342897 -4.4177416445694349e-05 0.00072839014988816935 -0.00027889233733032555 -0.00035399551620265274 0.00084239083383128228 0.00034584337296516253 -0.0004371227920512588 0.00074081227487834706 5.9282112407390185e-05 0.00048316019181768815 -0.00099520819282836008 -0.0001936703099816992 0.00018009997520441258 -0.00032515475653042085 0.00075240606417700698
leaf_weight=0.0013070347325371051 0.0013659336905896538 0.0014851680412180093 0.0011053064381794089 0.0013467326715229889 0.0010191878367900031 0.0014530336124252688 0.0012002876588610017 0.0012179667784101844 0.0012218564179821137 0.0011867670841176894 0.0011541145360757787 0.0011940591271722345 0.0018348483651144856 0.0013932459016494647 0.0010160343526024653 0.0019394232743165374 0.0014544879868831351 0.0010126335681365228 0.0012149172797852048 0.0011698122958588852 0.0010769839180801433 0.0011662627648398862 0.0011798735184485043 0.0010531175327397335 0.0018064253119050031 0.0010406239682083651 0.0010223742207305089
leaf_count=128 592 332 96 147 49 78 215 42 65 75 89 261 105 37 54 422 121 46 459 72 98 89 58 39 58 14 69
internal_value=0 -4.93659e-05 -2.10038e-05 9.53123e-06 3.54125e-05 -2.58191e-05 0.000391219 0.00060364 1.97176e-05 5.18481e-05 3.69478e-06 -6.71418e-05 -1.157e-05 4.56512e-05 -5.50088e-05 0.000104181 0.000260789 -0.00034024 6.03104e-05 0.000261445 0.000500312 0.000375557 -0.000663773 0.000161998 0.000418844 5.77072e-06 0.000924916
internal_weight=0 0.0343315 0.0329655 0.0314804 0.0303751 0.0259153 0.00445982 0.00344063 0.0245685 0.0233467 0.0210829 0.0177094 0.0162564 0.0150623 0.0118627 0.00761349 0.00567407 0.00424917 0.00421958 0.00300466 0.00226375 0.00337349 0.00219591 0.00221938 0.00319967 0.00205326 0.00222266
internal_count=3910 3782 3190 2858 2762 2387 375 326 2240 2175 2002 1785 1707 1446 1351 1179 757 172 636 177 173 217 112 128 95 60 284
is_linear=0
shrinkage=0.00129368


Tree=1779
num_leaves=29
num_cat=0
split_feature=1213 1429 160 1374 128 1456 11 1375 1 0 3 4 2 14 47 48 0 16 15 50 48 51 2 15 12 15 4 160
split_gain=0.000690396 0.000603831 0.000580004 0.00040604 0.000359812 0.000382216 0.000364743 0.000394221 0.000451298 0.000688883 0.00060257 0.000553887 0.000465281 0.000434867 0.00039015 0.000591075 0.000612144 0.000420735 0.000373166 0.000342617 0.000462036 0.000476016 0.000300826 0.000278955 0.000256263 0.00022976 2.77467e-05 2.39209e-12
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 0.087785000000000016 0.086435000000000012 -1.0000000180025095e-35 0.088315000000000018 -0.43271999999999994 1.0000000180025095e-35 -0.060094999999999989 -0.089974999999999986 -0.49837999999999999 0.10869000000000002 0.07802000000000002 0.081320000000000017 0.10417000000000001 -0.10209999999999998 0.15737500000000001 0.083935000000000023 0.088425000000000017 0.084500000000000006 0.087505000000000013 1.0000000180025095e-35 -0.03231499999999999 0.086935000000000012 -0.07052499999999999 -0.021164999999999996 -0.082969999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -11 -13 14 17 16 -16 19 25 20 22 -22 -10 -18 -20 -12 -24 -28
right_child=1 2 3 -5 -6 6 -8 8 13 11 18 12 -14 -15 15 -17 23 -19 24 -21 21 -23 26 -25 -26 -27 27 -29
leaf_value=-0.00098848909340142651 -0.001157681542724777 -0.0010986542727060931 -0.00068425754494310612 -0.00084025409377036357 -0.0006384128159667244 -0.00068643350982909611 -0.00054899877526193774 -0.0013531698219430854 0.00063991437112680106 -0.00029134123453639955 -0.0001488162203580384 0.0010857522272985354 -0.00010843407044294678 -0.00052688909605755124 -0.00080108701221512477 0.00092483595086174269 0.00066639163106752702 -0.00019138790772116915 0.00094985553191830562 9.2961103964919647e-05 -0.00017316293298837604 0.001183715051710303 0.001247209284734314 -0.00031096546279040909 -0.00013647869740669174 -0.0010532449477589018 0.0015462804137284676 0.0015461777535963124
leaf_weight=0.0017009362176066403 0.001016794843563206 0.001022641657015654 0.001284593714564213 0.001106921059482068 0.0014694331617096648 0.0011246215377996851 0.0015808656843359073 0.0011553611835521393 0.0016705142660813355 0.0018551324094522315 0.0018915453029272611 0.0026913341453109751 0.0010980704340172176 0.0011376593993510644 0.0018778559202843326 0.0018181023740115598 0.0019734794274919309 0.0012501841157163138 0.0010007927399475758 0.0015097519697031547 0.0015487165594767482 0.0010283818053435922 0.0011228021597666704 0.0010800824652470445 0.0010783227319446365 0.0010408429457660073 0.001000011458033967 0.0011859545223269841
leaf_count=592 181 258 244 87 189 21 92 170 211 20 270 36 64 51 44 87 77 98 66 138 103 61 48 20 220 245 53 164
internal_value=0 1.79604e-05 4.97493e-05 8.18532e-05 0.000110626 0.000142994 0.000175471 0.000212251 0.000245923 1.05714e-05 -0.000346645 0.000400844 0.000739708 0.000398632 0.00046033 0.000171325 -0.000106477 0.000649414 -0.000114599 0.000765357 0.000899701 0.000368294 0.00117474 0.000320688 0.000386434 -0.000469841 0.00144476 0.00154622
internal_weight=0 0.0386208 0.037604 0.0365813 0.0354744 0.034005 0.0327204 0.0311395 0.0300149 0.0118114 0.00616686 0.00564454 0.0037894 0.0182035 0.0170658 0.00674952 0.00493142 0.0103163 0.0050115 0.00906613 0.00755638 0.0025771 0.00497928 0.00305356 0.00207912 0.00293239 0.00330877 0.00218597
internal_count=3910 3318 3137 2879 2792 2603 2359 2267 2246 1091 971 120 100 1155 1104 228 141 876 801 778 640 164 476 97 286 515 265 217
is_linear=0
shrinkage=0.00154607


Tree=1780
num_leaves=16
num_cat=0
split_feature=0 4 12 1 43 12 39 48 47 4 160 3 13 151 12
split_gain=0.000103112 0.000188857 0.000255813 0.000176627 0.000267882 0.000165398 0.000144772 0.000204779 0.000229272 0.000336107 0.000181603 0.000173374 0.000164039 0.000232405 0.000139616
threshold=-0.017269999999999997 -0.49837999999999999 0.084100000000000022 1.0000000180025095e-35 -0.24333999999999997 0.085185000000000025 0.005105000000000001 0.12675000000000003 0.09252500000000001 0.0057500000000000008 -1.0000000180025095e-35 0.092005000000000017 -0.0024749999999999993 -0.0074049999999999993 0.08708500000000001
decision_type=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 12 -11 -12 -6 -14 -7
right_child=1 2 -4 4 6 14 -8 -9 -10 10 11 -13 13 -15 -16
leaf_value=-0.0031492236506347909 -0.00089083070905823585 0.0035194771051365544 0.00018143919745857885 -0.0026023946242289182 0.00084383196155997007 0.0011523852455962663 0.0018009224641551372 -0.002133472000034076 -0.0014500844801186277 0.000137288795011492 0.0015035313148814061 0.0043890950871176022 0.00039974651174740962 -0.0033487689195453901 -0.0014357155484579346
leaf_weight=0.0010843623822142301 0.0015281616487100649 0.0012466444130540327 0.0017969366680881116 0.0010945405202301703 0.001803452414550575 0.0010046561980834937 0.0018076426862441855 0.0012022168191712099 0.0018514112470393593 0.0012492607258849375 0.0015520306849006182 0.0011713224724905491 0.0010579632270122374 0.001063028063898238 0.0019954588060756701
leaf_count=487 162 162 122 71 506 267 281 74 204 98 71 91 48 136 1130
internal_value=0 0.000733252 0.00154869 -0.000219301 8.57854e-05 -0.00125403 0.000316405 7.13541e-05 0.000343261 0.000763699 0.0019247 0.00274462 -0.000411551 -0.00147899 -0.000569032
internal_weight=0 0.00457174 0.00304358 0.0179373 0.0138529 0.00408448 0.0127583 0.0109507 0.00974847 0.00789706 0.00397261 0.00272335 0.00392444 0.00212099 0.00300012
internal_count=3910 446 284 3464 1580 1884 1509 1228 1154 950 260 162 690 184 1397
is_linear=0
shrinkage=0.00566207


Tree=1781
num_leaves=27
num_cat=0
split_feature=1213 1456 453 1348 1374 52 403 376 16 42 376 42 13 160 12 16 2 457 151 49 150 43 15 16 42 4
split_gain=0.000520578 0.000542902 0.00033172 0.000502919 0.000385042 0.000345403 0.000467703 0.00035198 0.000480997 0.000433796 0.000582027 0.000432304 0.000480436 0.000574638 0.000462406 0.000443092 0.000491487 0.000399293 0.000436931 0.000443713 0.000414003 0.000601715 0.00030695 0.000407133 0.00028513 0.000278199
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.084490000000000023 -0.094679999999999986 -0.42985499999999993 -1.0000000180025095e-35 0.11605500000000001 0.41476000000000007 -0.10770999999999999 1.0000000180025095e-35 -0.089024999999999979 0.16421000000000002 -1.0000000180025095e-35 -0.013124999999999998 0.011450000000000002 0.11462500000000002 -0.0034949999999999994 -0.083919999999999981 0.090445000000000011 0.081245000000000026 -0.0020899999999999994 0.083185000000000023 -0.19424999999999998 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
left_child=-1 -2 3 4 -3 -6 -7 8 9 -8 11 -11 13 15 -15 16 -13 -16 -19 20 21 24 23 -23 -20 -25
right_child=1 2 -4 -5 5 6 7 -9 -10 10 -12 12 -14 14 17 -17 -18 18 19 -21 -22 22 -24 25 -26 -27
leaf_value=-0.00094628233370322857 -0.00090027969818618891 -0.00072359909110266774 -0.00063525791954052962 0.00119222148151191 -0.00074324037622627056 -0.00081183931041966205 -0.000855902306387002 -0.00068269321754991803 0.0010177066863370796 0.0010032209470209196 0.0011844143585728931 -0.0013544004998980507 -0.00079662963890597368 -0.00053294437493948792 -0.00051921787588439896 0.00022339502797397124 6.4564718239945397e-05 -0.00038546617113753817 0.00044974415518397534 0.0015012942360725699 0.0012293645241235167 -0.00055714078890063169 -0.00052732370399116929 0.0010940689197008742 0.0015119102165534707 9.2285593667885537e-05
leaf_weight=0.0014511407941250323 0.0015326805414299779 0.0014877030298858776 0.00162647170617669 0.0010058541435290494 0.00116393365812159 0.0012447477420151057 0.0010076952578532963 0.0011351777335595606 0.0017301689503587117 0.00134587426181526 0.0014059695816704123 0.0015085915621947657 0.0014432833232927147 0.0014923599464687813 0.0010918906480248411 0.0019092090066345213 0.00101580605572682 0.0013018900820354071 0.0012944976641476903 0.0011639051232056061 0.0015019287004376389 0.00104312930417505 0.0016803304102652739 0.0013963135751209332 0.0012216648813994091 0.0013616714710902589
leaf_count=592 332 63 91 72 273 560 114 29 70 78 150 398 77 148 56 166 56 69 69 60 67 40 146 32 47 55
internal_value=0 1.7569e-05 5.9462e-05 9.48239e-05 5.91566e-05 9.8685e-05 0.000133317 0.000176807 0.000214455 0.000156994 0.00020103 0.000137527 8.0488e-05 0.000147175 0.000298633 -0.000349861 -0.000783415 0.000393678 0.000476984 0.000582279 0.000469679 0.000327013 3.39469e-05 0.000282064 0.000965454 0.000599469
internal_weight=0 0.0351127 0.0335801 0.0319536 0.0309477 0.02946 0.0282961 0.0270514 0.0259162 0.024186 0.0231783 0.0217723 0.0204265 0.0189832 0.0145496 0.00443361 0.0025244 0.0130572 0.0119653 0.0106634 0.00949954 0.00799761 0.00548144 0.00380111 0.00251616 0.00275799
internal_count=3910 3318 2986 2895 2823 2760 2487 1927 1898 1828 1714 1564 1486 1409 789 620 454 641 585 516 456 389 273 127 116 87
is_linear=0
shrinkage=0.00157699


Tree=1782
num_leaves=17
num_cat=0
split_feature=14 11 3 1 4 13 52 52 0 2 49 16 3 16 12 3
split_gain=0.000100426 8.93213e-05 0.000188885 0.000115439 0.000271537 0.000216709 0.000259094 0.000220349 0.000216934 0.000308594 0.000194637 0.000150018 0.000138971 0.000125177 9.53091e-05 9.49849e-05
threshold=0.064610000000000015 0.088315000000000018 -0.15002999999999997 1.0000000180025095e-35 -0.083329999999999987 -0.0024749999999999993 -0.0088249999999999978 0.071660000000000015 -0.087359999999999979 0.11230000000000001 -0.065249999999999989 -0.091624999999999984 -0.077689999999999995 -0.083564999999999987 0.085665000000000005 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 6 -5 8 9 10 -7 -12 -8 -4 -6 -16
right_child=-2 -3 3 5 14 7 12 -9 -10 -11 11 -13 -14 -15 15 -17
leaf_value=0.0021713810233533167 -0.0018349222726299734 -0.0016249032490344975 0.0022532769152027068 0.0031022592877653779 -0.0032987549040266947 -0.0013227567925733013 0.0017365481575174555 0.0016737663697407603 -0.0028661298165832761 -0.0029253273199600352 -8.8955622351687158e-05 0.0028986389163617129 -0.0010035224136706196 -0.0002992781697877824 -0.0023988442781957358 9.2289321227945987e-05
leaf_weight=0.001546596941181695 0.0010554071267708512 0.0010740465297907056 0.0010969122542061616 0.0018446485401480981 0.001106417745123738 0.0012087657665160734 0.0011803481911868982 0.0016470104261872009 0.0014147354055566198 0.0011381578132387757 0.0010619108891460893 0.0014158856377228801 0.001540381250244873 0.0018866093676204558 0.0010922725433402634 0.0011184409588822324
leaf_count=143 138 125 149 364 459 52 259 90 244 71 40 52 377 266 649 432
internal_value=0 6.37703e-05 0.00015312 -1.33346e-05 -0.00067608 0.000322016 0.00136385 -0.000281091 -0.000797109 -0.000190417 0.000653936 0.00161824 0.000185217 0.000639186 -0.00185907 -0.00113853
internal_weight=0 0.0213731 0.0202991 0.0187525 0.00630065 0.0124518 0.00456538 0.00788647 0.00623946 0.00482472 0.00368656 0.0024778 0.00272073 0.00298352 0.00331713 0.00221071
internal_count=3910 3772 3647 3504 1955 1549 1000 549 459 215 144 92 636 415 1540 1081
is_linear=0
shrinkage=0.00600863


Tree=1783
num_leaves=31
num_cat=0
split_feature=1213 1429 4 480 38 483 43 13 50 48 42 1 0 12 43 4 49 47 0 49 49 52 0 2 42 16 4 4 13 1
split_gain=0.000504032 0.000494672 0.000492139 0.000446046 0.000337262 0.000318379 0.000281664 0.000519411 0.000326592 0.000338337 0.000349841 0.000399904 0.000331343 0.000880519 0.000449655 0.000399974 0.000324698 0.000321436 0.000319294 0.000300235 0.000267244 0.000520333 0.000427084 0.000318871 0.000213101 0.000193326 0.00016796 0.000139027 8.64357e-05 2.72226e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.083685000000000009 0.10386000000000002 0.088030000000000011 0.24789500000000006 -0.26418499999999995 0.098870000000000027 0.12862000000000004 -0.10770999999999999 0.10786000000000001 -0.07773999999999999 0.086935000000000012 -0.083899999999999988 -0.34687499999999999 -0.084114999999999981 0.11603500000000001 -0.10303999999999998 -0.031434999999999998 -0.047894999999999993 -0.066329999999999986 -0.22384499999999996 0.085155000000000022 0.086825000000000013 0.24895000000000003 0.25367000000000006 0.004850000000000001 -0.003375 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 5 6 7 25 9 10 -9 12 13 16 24 -16 -12 18 26 -15 27 -22 -23 29 -14 -3 -13 -18 -17 -24
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 11 17 14 19 15 28 20 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088079281918162025 -0.0010299041964631731 0.0012162498394708424 0.0010009586246057251 -0.00098007726532058645 -0.00080660008105267259 -0.00074066655100525614 -0.00056567844414408524 -0.00054416681505383444 0.00069675462752680065 -0.00076740988859004414 -0.00067510682905703632 0.0015149079297039265 0.0012108940627981247 -0.00033097797319449628 -0.00085265502662988733 5.2370824238436572e-06 0.00026082191716686335 -0.0001636356675770641 8.6725781848446967e-05 -0.0014289335739836892 -0.00069203971764979395 0.00098456594893076965 -0.00053395962453452238 0.000534524149267376 0.00034262788894622281 0.00032706855270740303 0.00068111623991033764 0.0010554190091333093 0.00062568141842786235 -0.00019142473308753991
leaf_weight=0.0014926293166275242 0.0010064416901847664 0.0012804855605027523 0.0012021509189795851 0.0010060555040130167 0.0010364440212713424 0.001070857713074135 0.00139479695685532 0.0019741595830387306 0.0018031775782961215 0.0011686142424214277 0.0011631206745004738 0.0011089484957178541 0.0013333418554202225 0.0010040053016633355 0.0010055193103255533 0.0010393360410277941 0.0010060567972107757 0.0011397676417743696 0.0010610054866796162 0.0013304345738702492 0.0017037550173515503 0.0014111381139851791 0.0011396683459571344 0.0015174121592926304 0.0012661367753017405 0.0010008953486249084 0.0011113193015845901 0.0010175959727236616 0.001024265660200206 0.0010014880621156408
leaf_count=592 181 94 209 249 44 177 191 135 246 60 75 26 84 61 87 197 49 33 127 417 127 35 110 129 35 10 32 32 41 25
internal_value=0 1.79265e-05 4.77827e-05 1.41992e-05 4.44071e-05 7.19039e-05 9.99673e-05 0.000131321 7.33211e-05 2.92832e-05 6.7505e-05 0.000121451 2.09422e-05 -0.000118841 0.000324118 -6.87669e-05 7.75384e-05 0.000529831 0.00077071 -0.00095672 0.00017705 3.26479e-05 0.000276191 2.96481e-06 0.000787985 0.000826145 0.00109757 0.000660386 0.000313194 -0.000373745
internal_weight=0 0.0363284 0.035322 0.0341198 0.0331137 0.0320773 0.0310064 0.0296116 0.0273303 0.0255271 0.0243585 0.0223843 0.0179633 0.0122947 0.0056686 0.00306912 0.00996024 0.00442104 0.00328127 0.00233444 0.00879711 0.00677346 0.00506971 0.00365857 0.00259948 0.00228138 0.00222027 0.00202365 0.0020636 0.00214116
internal_count=3910 3318 3137 2928 2679 2635 2458 2267 2163 1917 1857 1722 1504 1060 444 325 582 218 185 478 507 426 299 264 119 104 58 81 238 135
is_linear=0
shrinkage=0.00151575


Tree=1784
num_leaves=18
num_cat=0
split_feature=124 12 43 42 123 484 160 12 42 16 52 49 52 2 1 13 15
split_gain=9.49693e-05 0.000207317 0.000125073 0.000133829 0.000151916 0.000158164 0.000193106 0.000198468 0.000228274 0.00020108 0.000238115 0.000150341 0.000252554 0.000123946 0.000106134 8.51552e-05 6.14647e-06
threshold=0.10385500000000002 0.11655500000000001 -0.17307499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0043499999999999988 -0.098319999999999991 0.097345000000000015 0.088465000000000002 -0.19424999999999998 0.06136500000000001 -0.047309999999999998 -0.074484999999999982 0.10869000000000002 0.087930000000000022 0.17936000000000002 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -4 5 -5 -7 8 9 13 11 -11 14 -8 -13 -1 -14
right_child=-2 -3 3 4 -6 6 7 -9 -10 10 -12 12 16 -15 -16 -17 -18
leaf_value=0.0023971886457682633 0.001561323856628665 -0.002500197864617703 -0.0015670055012234629 -0.002066784229459741 0.0019564725638440885 -0.0020927264867218109 4.3419966865155185e-05 0.0019108736027161053 -0.0020266284139472419 0.0014531248984961909 0.0026878602872569355 -0.00045254293923356533 0.0012925997656193619 -0.0025430549506248725 -0.0029254416252564911 0.00025075770952452279 0.00069076548502938382
leaf_weight=0.0010186801980012197 0.0010689432985339078 0.0010158792262562185 0.0017352773353430722 0.0011429854715121071 0.0011205432499494091 0.001156267963464277 0.001158680321319854 0.0017896926086868334 0.00148682794439814 0.0019654655090923807 0.0014290026377495879 0.00100263386513355 0.0010058435083737383 0.001042412748881727 0.001054832813820239 0.0011833457146169513 0.0010045537838170304
leaf_count=63 49 180 835 496 257 363 81 197 480 142 123 127 96 81 112 139 89
internal_value=0 -0.000101 1.90814e-05 -0.000129948 2.24811e-05 -0.000119726 3.81504e-05 0.000228558 -4.14652e-05 0.000263975 0.000690334 0.000217217 -0.000379935 -0.00118151 -0.00172036 0.00124372 0.000991876
internal_weight=0 0.0213129 0.020297 0.018095 0.0163597 0.0152392 0.0140962 0.0129399 0.0111503 0.00966343 0.00746233 0.00603333 0.00406786 0.00220109 0.00205747 0.00220203 0.0020104
internal_count=3910 3861 3681 3479 2644 2387 1891 1528 1331 851 689 566 424 162 239 202 185
is_linear=0
shrinkage=0.0054422


Tree=1785
num_leaves=18
num_cat=0
split_feature=4 11 1 16 403 0 39 13 15 15 1 151 1 15 15 43 0
split_gain=0.000110513 0.000186933 0.000170757 0.000201647 0.000159086 0.000156363 0.000230289 0.000209099 0.000155276 0.000226406 0.00022296 0.000376308 0.000282624 0.000216619 9.00331e-05 4.88275e-05 2.81901e-05
threshold=0.24280000000000004 1.0000000180025095e-35 0.11198000000000001 -0.52488999999999997 0.088015000000000024 -0.017269999999999997 0.097470000000000015 0.091035000000000019 0.10043500000000001 -0.0058549999999999991 0.094385000000000011 -0.0074049999999999993 0.11215000000000001 1.0000000180025095e-35 0.085120000000000015 0.056750000000000009 -0.12329499999999999
decision_type=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 8 15 9 10 11 -1 -12 -11 -15 -7 -4
right_child=2 -3 16 -5 -6 7 -8 -9 -10 13 12 -13 -14 14 -16 -17 -18
leaf_value=-9.9711970654898263e-05 0.0014118883692875155 -0.002585046739956751 0.0012674608182159485 -0.0020333284953943987 -0.0022053328393427918 -0.00068395655927661265 -0.002746802548352367 0.0029836502893019457 -0.0020000249808209318 0.0030223143267515823 0.0025057340979837339 -0.0043037250282963319 -0.00096861152756691743 -0.00091675136392787811 0.0012772606489408612 0.00099245455481915203 0.0025263922149299832
leaf_weight=0.0019938683266464861 0.0010590488656315733 0.0010117454628645042 0.0012247690568860103 0.0011212831924110869 0.0010558654890554025 0.001207823904837156 0.0010698444653707275 0.0012442479231467019 0.0011137843653003529 0.0014579396670956202 0.0013937085532471638 0.0010379344587801509 0.0016266915468420573 0.0011203774577590794 0.0012900337724830249 0.0010336930261924948 0.0010669799014463022
leaf_count=330 76 228 106 120 303 159 72 37 298 97 169 646 153 223 622 24 247
internal_value=0 -0.000222013 0.000774422 -0.000359889 -7.83861e-05 6.56663e-05 -0.000238633 0.00112233 4.54862e-06 0.000229603 -0.000454242 -0.00153895 0.000634562 0.00129951 0.000257467 8.91335e-05 0.00185359
internal_weight=0 0.0176576 0.00447208 0.00218033 0.0166458 0.0155899 0.0121042 0.00348576 0.0110343 0.00992055 0.0060522 0.0030318 0.0030204 0.00386835 0.00241041 0.00224152 0.00229175
internal_count=3910 3361 549 196 3133 2830 2610 220 2538 2240 1298 976 322 942 845 183 353
is_linear=0
shrinkage=0.00566207


Tree=1786
num_leaves=27
num_cat=0
split_feature=1213 1456 52 14 1374 38 124 1374 40 453 0 1 12 51 52 13 0 4 0 15 2 47 4 49 1 0
split_gain=0.000501748 0.000431373 0.00039401 0.000390202 0.000355722 0.000368503 0.000472392 0.00034698 0.000383119 0.000398003 0.000537414 0.000595301 0.000561357 0.000343185 0.000327893 0.000395473 0.000354827 0.00036764 0.000359618 0.000332703 0.000320988 0.000280065 0.000263102 0.000258886 0.000224511 0.000197795
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 0.087785000000000016 0.10208000000000002 -0.048219999999999992 -0.094679999999999986 -0.062739999999999976 1.0000000180025095e-35 -0.23029999999999998 0.11235500000000002 0.10214500000000001 0.13881000000000002 0.11262000000000001 -0.070604999999999987 -0.15007499999999999 -0.23071499999999998 -0.07773999999999999 1.0000000180025095e-35 0.097940000000000013 0.13206500000000002 -0.077679999999999985 -0.0083999999999999995 0.09692000000000002 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 24 -8 -9 10 -10 12 14 21 15 20 -17 -18 19 -19 22 25 -12 -24 -4 -13
right_child=1 2 3 -5 -6 -7 7 8 9 -11 11 13 -14 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=-0.00078524523063458658 -0.00071962299363664665 -0.00071943546532064002 0.00035484631675133211 -0.00067431580935784158 -0.00069056411974632761 -0.00067403796677870456 -0.00059389825302980396 -0.00043321646067428279 0.00097915403095644084 -0.00057058729244521833 0.00072601194282798055 0.0012661137511980685 -0.00089530824551964556 -0.00011161896728753531 -0.00063562504890745134 -0.00071047354463442023 -0.00050377501928224424 0.00038574843081798886 0.00085938375076670458 -0.00058121251011741663 0.00098940694555362668 0.00016319457351700672 0.0005034443745135851 -0.00043117352119120161 0.0012188283330274716 0.00057914230866923399
leaf_weight=0.0015709092084355549 0.0014674523031827499 0.0012379600097794921 0.001216199803070416 0.0012735179791779619 0.0010355178558788527 0.0010422170271633382 0.0012700953069462164 0.0019947156923202361 0.001814281563082598 0.0012267085851536122 0.0013945905390646551 0.0018089028390702033 0.0011679913696044939 0.0011528299903638128 0.0010501589990973568 0.0012608321692359949 0.0014578496088226613 0.0018560398714954265 0.001520744497009602 0.0011180401789415706 0.0016096645518417496 0.0011946202638455361 0.001000339969019215 0.0013868775108027949 0.001145021991888262 0.001506147996602091
leaf_count=592 332 298 52 84 86 54 63 134 63 65 115 82 209 32 255 29 66 151 172 262 56 17 115 182 208 136
internal_value=0 2.36132e-05 5.5937e-05 8.54682e-05 0.000116451 0.000144127 0.000173377 0.000120458 0.000156009 0.000205966 0.000248684 0.000183991 3.64529e-05 0.000570212 0.000116151 0.000178784 -3.56508e-05 0.000107283 0.000305473 2.22407e-05 0.000465686 0.000744512 0.000242773 -3.95311e-05 0.000773815 0.000953998
internal_weight=0 0.0352093 0.0337419 0.0325039 0.0312304 0.0301949 0.0291527 0.0267914 0.0255213 0.0235266 0.0222999 0.0204856 0.0148231 0.0056625 0.0136551 0.012605 0.00721351 0.00595267 0.00449482 0.00297408 0.00539147 0.00450967 0.00378181 0.00238722 0.00236122 0.00331505
internal_count=3910 3318 2986 2688 2604 2518 2464 2204 2141 2007 1942 1879 1612 267 1403 1148 680 651 585 413 468 235 412 297 260 218
is_linear=0
shrinkage=0.00140032


Tree=1787
num_leaves=16
num_cat=0
split_feature=1 159 52 51 0 12 4 0 15 0 49 12 49 16 2
split_gain=9.89405e-05 0.000175437 0.000109284 0.000150589 0.000130943 0.000267822 0.000204255 0.000105025 0.000248753 9.96007e-05 9.2006e-05 0.000126705 0.000205161 0.000484565 8.27469e-05
threshold=0.10398500000000001 0.073745000000000019 0.11401500000000002 0.086360000000000006 -0.077944999999999987 0.088590000000000016 -0.49837999999999999 -0.10071499999999999 0.083935000000000023 0.047345000000000005 -0.045004999999999996 -1.0000000180025095e-35 0.0062100000000000011 -0.092424999999999993 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 7 -6 14 -9 -8 -2 -12 13 -13 -1
right_child=1 -3 -4 -5 6 -7 9 8 -10 -11 11 12 -14 -15 -16
leaf_value=0.0017266116538274161 0.0012202012618077282 0.002325548394099694 -0.0017799895870124994 -0.0019982521884623827 -0.0011301366802715645 -0.0027568863680445502 0.00058842042218322651 -0.0024139710019618907 0.00094828110139693689 0.0024332263233467089 0.0011038536016071848 0.0011989139297041327 0.0010736137285626089 -0.0031110533733548244 -1.5113394243783631e-05
leaf_weight=0.0012404026807404395 0.0016452145377327254 0.0011451142907927814 0.0012377898539444399 0.0010958508301738982 0.0011812230644323574 0.001124088026200537 0.0017966486999929903 0.0012357127275354068 0.0011741876533674228 0.0014446691750384932 0.0015474006614141882 0.0011828972389987813 0.0013223629128233938 0.001799701693323108 0.0018738274973985336
leaf_count=50 157 233 480 234 106 538 459 515 383 73 183 80 72 162 185
internal_value=0 0.000418567 -0.000299209 -0.000148559 3.45346e-05 -0.000429457 0.000732034 4.41443e-05 -0.000775764 0.00141066 0.000127311 -0.000179921 -0.000641369 -0.00140172 0.000678618
internal_weight=0 0.00864269 0.0134044 0.0121666 0.0110708 0.00664822 0.00442254 0.00552413 0.0024099 0.00324132 0.00749758 0.00585236 0.00430496 0.0029826 0.00311423
internal_count=3910 887 3023 2543 2309 1671 638 1133 898 532 654 497 314 242 235
is_linear=0
shrinkage=0.00523088


Tree=1788
num_leaves=26
num_cat=0
split_feature=1213 151 4 38 52 14 47 14 124 133 13 3 4 16 1374 3 457 160 42 12 16 15 51 15 2
split_gain=0.000440008 0.000439336 0.000452175 0.000562441 0.000403366 0.000380389 0.000406099 0.000363319 0.000389711 0.000367028 0.000379971 0.000470666 0.000469795 0.000372585 0.000372019 0.000285519 0.000196415 0.000336005 0.000248335 0.000419217 0.00102878 0.000398069 0.000174188 0.00016652 0.000247511
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.27020000000000005 1.0000000180025095e-35 -0.42985499999999993 -0.46637499999999993 0.096475000000000019 0.077685000000000018 -0.048219999999999992 0.10681500000000001 -0.094679999999999986 -0.14539499999999997 -0.23071499999999998 -0.38486499999999996 -0.094679999999999986 -0.078884999999999997 0.081330000000000013 0.043720000000000009 0.091230000000000019 1.0000000180025095e-35 -0.083564999999999987 -0.033649999999999992 -1.0000000180025095e-35 0.090325000000000003 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
left_child=-1 -2 3 4 -3 -4 -7 8 -6 10 15 -12 -13 -14 -15 -10 17 18 19 21 -21 -16 -23 24 -17
right_child=1 2 5 -5 7 6 -8 -9 9 -11 11 12 13 14 16 23 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=-0.00088403599486354834 -0.0010063985847808474 -0.00086810985345941603 -0.00022423692228585191 -0.001014863019894615 0.00077968654720084467 0.0012505663452213383 0.00010048257028331459 -0.00074205286985850206 -0.00019908348057901941 -0.00078342278751477364 0.00076883617658102775 -0.00091283328285309874 -0.00088400130687060741 -0.00077865200353359183 -0.00024672441449012812 -5.002176305112338e-05 0.00061540322533677836 -0.00077548216596768694 0.00066545851181036087 0.00040297621818486176 -0.0013981541771682148 0.0011700395632908791 0.00032108406526789934 0.0012460084265160072 0.0010437136770477301
leaf_weight=0.001405150792141637 0.0010140139918114457 0.0012052757523415688 0.0012470434348902382 0.0013596083415341456 0.0019741138484675727 0.0019579660636140214 0.0012516216344308218 0.0013188053639757715 0.0010287505147467124 0.0012442065267400512 0.0017632837059799898 0.0015563319031874799 0.0010968986800973151 0.0011654112112537982 0.0015747081289259057 0.0010412427592539309 0.0019304949923646406 0.0010557758641192025 0.0019363977206474647 0.0017766882036157278 0.0014181594990922758 0.0012834607530294306 0.0011304142264805597 0.0011202427720036212 0.0010172304128119869
leaf_count=592 85 325 65 62 154 332 46 94 86 394 70 92 57 40 67 39 85 171 171 284 464 19 34 14 68
internal_value=0 1.62357e-05 4.72323e-05 -2.46429e-05 2.40696e-05 0.000514896 0.000802076 6.47513e-05 0.000107119 4.97404e-05 9.70848e-05 -4.23556e-06 -8.98347e-05 -6.90642e-07 7.23155e-05 0.000523031 0.000154235 6.67433e-05 0.000164245 2.9136e-05 -0.000396527 0.000370091 0.000772475 0.000756735 0.000490467
internal_weight=0 0.0344681 0.0334541 0.0289975 0.0276379 0.00445663 0.00320959 0.0264326 0.0251138 0.0231397 0.0218955 0.017688 0.0159247 0.0143684 0.0132715 0.00420747 0.0121061 0.0101756 0.00911983 0.00718343 0.00319485 0.00398858 0.00241387 0.00317872 0.00205847
internal_count=3910 3318 3233 2790 2728 443 378 2403 2309 2155 1761 1554 1484 1392 1335 207 1295 1210 1039 868 748 120 53 121 107
is_linear=0
shrinkage=0.00157699


Tree=1789
num_leaves=30
num_cat=0
split_feature=151 4 483 1213 14 474 474 9 49 38 13 2 52 15 16 43 4 0 47 457 4 52 42 2 52 1 49 52 16
split_gain=0.000470204 0.0005065 0.000523756 0.00046321 0.000426322 0.00042518 0.00054385 0.000361091 0.000344219 0.000428976 0.000361369 0.000403751 0.000414334 0.000336916 0.000507866 0.000287051 0.000537463 0.000420324 0.000359214 0.000299883 0.000626345 0.000335199 0.000389367 0.000636629 0.00023083 0.000719106 0.000278881 0.000321808 0.000121963
threshold=-0.40391999999999995 0.50657000000000008 0.090820000000000012 -0.081334999999999977 0.077685000000000018 0.088995000000000005 0.084880000000000011 -1.0000000180025095e-35 0.10960000000000002 0.086545000000000011 -0.091229999999999992 0.097940000000000013 0.10062000000000001 -0.092459999999999987 -0.087089999999999987 -0.52334499999999984 -0.23071499999999998 -0.017269999999999997 0.13206500000000002 -0.066264999999999991 0.25367000000000006 0.098910000000000012 0.098285000000000011 0.075670000000000015 -0.0025949999999999997 0.077800000000000022 -0.045004999999999996 -0.07984999999999999 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 13 -13 -9 -15 -12 28 18 19 -18 21 22 23 -21 26 -26 27 -25 -17
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 15 12 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30
leaf_value=-0.0010539900813014613 -0.0010470195245016664 0.00094700411319977647 -0.00097812153845372668 0.00095120207313758166 -0.00082384852449468441 -0.00091729304115544159 0.0012410210421971506 -0.00074970479777658515 0.00071583233449659894 -0.0010131612485397169 0.00072763236084287899 0.0012252316967769818 5.3175257816466315e-05 0.00097260063530048432 -0.00054038715551937746 -0.00050713812356030638 -0.00079579076006344035 0.00091325038704853699 -0.00089799489140169361 -0.00092346590599001039 0.0010886565949932629 -0.0009234442264648286 0.00094798669337729552 0.00057930985585852367 -0.00012744009144385722 0.0015002429522641024 -0.00076988386583624045 -0.00053671685987110251 -0.0012573914280095597
leaf_weight=0.0011017451771277989 0.0010326222811151966 0.0014419088463861604 0.0014330859423073569 0.0011779280080603796 0.0013952517195443539 0.001060598039202664 0.0010778099712982483 0.0011203838836861268 0.0018407210835381096 0.0010456961830207492 0.0010904251283090317 0.0019827262998423079 0.001286900311367134 0.001336463019145917 0.0010062123772783772 0.0011997911856873487 0.0011602672708727621 0.0011618384827472303 0.0013031267769179058 0.0018559427785789125 0.001361669417770551 0.0010693842481056546 0.0010554887499797669 0.0017679687242291298 0.0019079272018477644 0.0011113495216470426 0.0011909076204400237 0.00107496918688188 0.0010523379813467126
leaf_count=85 374 211 252 63 115 206 102 60 170 47 28 98 19 76 45 32 105 69 21 278 89 357 160 52 363 16 240 44 133
internal_value=0 1.21194e-05 -2.51601e-05 1.41663e-05 4.66884e-05 8.42941e-05 0.0001183 7.81784e-05 4.26963e-05 -2.95488e-06 3.75251e-05 0.000358531 0.000763919 -2.42146e-05 0.000322751 -7.40891e-05 -0.000121931 -1.84999e-05 -9.13543e-05 -1.38119e-05 5.93838e-05 -6.76361e-05 2.42082e-05 -8.52351e-05 0.000135335 0.000471685 -0.000116418 0.000157319 -0.000857704
internal_weight=0 0.0376017 0.0361598 0.0347267 0.0336941 0.0322988 0.0312382 0.0301604 0.0289825 0.0271418 0.0260961 0.00673269 0.00326963 0.00346306 0.00234268 0.0193634 0.018273 0.0160208 0.014859 0.0135559 0.0123956 0.0110339 0.00996455 0.00890907 0.00705312 0.00301928 0.00403385 0.00284294 0.00225213
internal_count=3910 3825 3614 3362 2988 2873 2667 2565 2502 2332 2285 298 117 181 121 1987 1959 1794 1725 1704 1599 1510 1153 993 715 379 336 96 165
is_linear=0
shrinkage=0.00160853


Tree=1790
num_leaves=18
num_cat=0
split_feature=150 484 151 3 403 1 151 42 42 15 13 52 3 12 0 1 48
split_gain=9.51108e-05 0.000202802 0.000157955 0.000227226 0.000156006 0.00015118 0.000167307 0.000183294 0.00026634 0.000318419 0.000280985 0.000132721 0.00013249 0.000121298 0.00015976 7.54616e-05 6.93256e-05
threshold=0.082085000000000019 -0.0043499999999999988 -0.051109999999999996 0.096385000000000012 -1.0000000180025095e-35 0.12864500000000004 -0.03268999999999999 0.091955000000000023 0.088115000000000013 0.090505000000000016 -0.15610499999999997 0.086950000000000013 0.11265500000000002 0.086865000000000012 -0.10071499999999999 0.091035000000000019 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 -4 -3 6 -6 8 9 10 -8 13 -7 14 15 -12 -2
right_child=2 4 3 -5 5 12 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0025533052024832889 0.0028870633879795496 -0.0021059118961747067 -0.0021656563768191195 0.0013780833321712254 -0.0019724664238371867 0.0026576483818950094 -0.0016388929393142714 -0.0015824872575345528 0.002991624846297425 -0.0028752373786521332 0.0029149628936111995 -0.0005659923846895032 -7.1383970762444979e-06 0.0026962840774484389 -0.0004658007155364813 0.00081134234332342682 0.00082384347915421575
leaf_weight=0.0010579263844884687 0.0010070377849865086 0.0010638158632376707 0.0010509396786448346 0.0011876083967528039 0.0013705374654318101 0.0012214547602184987 0.0016504243421735509 0.0017622452830302901 0.0010591514128534272 0.0010185790146733662 0.0010168129010264815 0.0014528924952211253 0.0010861596895220815 0.0014488858770458496 0.0016851003113062604 0.0010874009477874758 0.0010002858596385722
leaf_count=579 216 828 146 46 180 136 60 341 172 162 42 213 117 260 259 48 105
internal_value=0 -0.000195452 0.000728263 -0.00028561 -4.80565e-05 8.9978e-05 -0.000133664 7.32189e-05 0.000353254 5.47069e-05 0.000412481 0.000918473 0.00140337 0.00133021 0.000807878 0.00182787 0.00185892
internal_weight=0 0.0179814 0.00424587 0.00223855 0.0169235 0.0158596 0.013552 0.0121815 0.0104192 0.0093601 0.00834152 0.00669109 0.00230761 0.0052382 0.00378931 0.00210421 0.00200732
internal_count=3910 3397 513 192 2818 1990 1737 1557 1216 1044 882 822 253 609 349 90 321
is_linear=0
shrinkage=0.00555105


Tree=1791
num_leaves=18
num_cat=0
split_feature=4 11 3 3 0 3 3 0 151 49 12 160 3 160 16 2 2
split_gain=9.51048e-05 0.000117339 0.000122821 0.000130381 0.000156044 0.000118485 0.000145531 0.000127259 0.000144772 0.000124515 0.000162669 0.000117217 0.000123381 0.00015056 0.000136372 0.000105059 8.48653e-05
threshold=0.50541500000000006 0.08184000000000001 -0.12008499999999998 -0.078884999999999997 -0.082994999999999985 -0.074234999999999982 -0.036619999999999993 0.10302000000000001 -0.088294999999999985 -0.07107999999999999 -0.036459999999999992 -0.082969999999999988 0.086245000000000016 1.0000000180025095e-35 0.064860000000000015 0.10488500000000002 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 16 -5 -7 8 -8 -10 -11 -12 -13 14 -14 -1 -4
right_child=-2 -3 3 5 -6 6 7 -9 9 10 11 12 13 -15 -16 -17 -18
leaf_value=0.00020727783950290482 0.0016184064742128352 -0.0017441134582844135 -0.0012850901860422352 0.0016813085741230189 -0.0025642462320271142 -0.0020990980739890122 0.0017313212885628599 0.001893475658195515 -0.001765149613718106 -0.0017282887728466364 -0.0013097089725869391 -0.00067095725015038686 0.0038059833942918194 -0.00022600495851431165 0.00088348584898935054 0.0025804911461819601 0.00088992475249700356
leaf_weight=0.0014457294465930184 0.001083295297633075 0.0013079890840074207 0.0011365207226165831 0.0013618124122441325 0.001433790129318469 0.0010457707921533799 0.0012157126804142075 0.0011500649879299116 0.0016295261492887993 0.0014302774938678604 0.0010291999562104283 0.0012892349566138075 0.0010110315591611019 0.0011610039409724049 0.0010368059156742326 0.0010198785194363014 0.0011642808745876906
leaf_count=157 228 204 447 315 723 424 90 43 149 190 67 94 79 50 59 45 546
internal_value=0 -0.000102242 7.54739e-06 -0.000162844 -0.00109811 9.85878e-05 -8.10468e-05 0.000111635 -9.74105e-05 -0.000356312 -2.63493e-05 0.000414057 0.00080847 0.00140287 0.00232634 0.00118894 -0.000184461
internal_weight=0 0.0208686 0.0195606 0.017095 0.00373459 0.0133604 0.0119986 0.0109529 0.00980279 0.00858708 0.00695755 0.00552728 0.00449808 0.00320884 0.00204784 0.00246561 0.0023008
internal_count=3910 3682 3478 3276 1716 1560 1245 821 778 688 539 349 282 188 138 202 993
is_linear=0
shrinkage=0.00566207


Tree=1792
num_leaves=30
num_cat=0
split_feature=1213 1456 151 49 38 475 13 131 2 52 48 1348 1374 133 0 457 1 1 0 42 43 2 0 2 12 47 3 0 12
split_gain=0.000479368 0.000518958 0.00036783 0.000375175 0.000318861 0.000331776 0.000384127 0.00046082 0.000444612 0.000412165 0.000396333 0.000359193 0.000329724 0.000296842 0.000392151 0.000675541 0.000554091 0.000540338 0.000406096 0.00064609 0.000327891 0.00028401 0.000196916 0.000170288 0.000170129 0.000146279 0.000137247 7.48129e-05 4.66419e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.10447000000000002 1.0000000180025095e-35 -0.084444999999999978 -0.091229999999999992 0.097135000000000013 0.097940000000000013 0.10062000000000001 0.082070000000000018 0.083570000000000019 -0.094679999999999986 0.087615000000000012 -0.017269999999999997 -0.066264999999999991 0.11593500000000001 0.11198000000000001 -0.22851499999999997 0.08401500000000002 -0.049504999999999987 0.085255000000000011 -0.099864999999999995 0.13479000000000005 0.090385000000000007 0.08593000000000002 -0.077689999999999995 -0.13506999999999997 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
left_child=-1 -2 -3 4 5 -4 8 11 10 28 26 12 -8 14 15 -14 17 18 -17 21 -16 22 -20 -5 -21 -18 -7 -23 -10
right_child=1 2 3 23 -6 6 7 -9 9 -11 -12 -13 13 -15 20 16 25 -19 19 24 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00090398034917595581 -0.00088914931446608132 -0.00087996261061646709 -0.00071154592615598725 0.0010354144143968017 -0.00075765243717912292 0.000731599153927861 -0.00086058371719973607 0.00082534986856793997 0.0015377001487639926 0.00012488659881206823 -0.00080923181398101377 0.00088106020491076134 -0.0013351244487375276 -0.00063501395136749555 0.00094721828895895225 0.00087763225334753256 -0.00029745968061236847 0.0012023127258979722 0.00033515579299191119 0.00015399866361603522 -8.9163337735750431e-05 -0.0011917065479330354 -0.00054797582859545215 0.00020582147813179167 0.001015876682041589 -0.0010719166466263328 -4.6779664734823677e-05 -0.00058685932296001866 0.0010590241993167797
leaf_weight=0.0015070031963147481 0.0015510329605035447 0.0010422350902599123 0.001329347901949717 0.0014796236627045703 0.0012403200109060144 0.0013518996841509479 0.0013850548432579038 0.0016572022313174331 0.0010430907347993568 0.0012323243965641772 0.0010069041291139724 0.0010070565140403156 0.00105344038413241 0.0019804628189463705 0.0019296194500039443 0.0012739583327725434 0.0013446851514985489 0.0011839394572206183 0.0013334527101758198 0.0012083926250520127 0.0013372151895489999 0.0010612501489359804 0.0012806493323984621 0.0011284328628962947 0.0011627766178059495 0.001188970725593208 0.0010346926291815431 0.0010551850013814446 0.0010638468862085304
leaf_count=592 332 85 220 179 75 90 36 167 105 35 53 56 79 473 71 42 91 31 33 154 128 56 206 63 83 31 57 253 34
internal_value=0 2.15415e-05 6.14474e-05 9.00082e-05 4.18274e-05 7.43335e-05 0.00011014 9.05114e-06 0.000447117 0.000863814 3.70789e-05 -5.60294e-05 -0.000103742 -4.6752e-05 2.42279e-05 -9.97113e-05 7.90518e-06 0.000185161 4.13819e-05 -0.000108631 0.000522996 -0.000452125 -9.74906e-05 0.000676473 0.000576647 -0.00066089 0.000394138 -0.00089015 0.001296
internal_weight=0 0.0369471 0.035396 0.0343538 0.0317457 0.0305054 0.0291761 0.0224433 0.00673276 0.00333926 0.0033935 0.0207861 0.0197791 0.018394 0.0164135 0.0131467 0.0120933 0.0095596 0.00837566 0.00710171 0.00326683 0.00473054 0.0026141 0.00260806 0.00237117 0.00253366 0.00238659 0.00211644 0.00210694
internal_count=3910 3318 2986 2901 2659 2584 2364 1990 374 174 200 1823 1767 1731 1258 1059 980 858 827 785 199 548 239 242 237 122 147 309 139
is_linear=0
shrinkage=0.00160853


Tree=1793
num_leaves=16
num_cat=0
split_feature=14 1 0 52 157 39 16 12 2 151 0 15 43 42 16
split_gain=9.41912e-05 8.77765e-05 0.000203768 0.000179892 0.000214511 0.000189311 0.000307357 0.000165465 0.000231501 0.00027629 0.000121244 0.000117513 9.15684e-05 0.00021375 0.0001907
threshold=0.064610000000000015 1.0000000180025095e-35 -0.084074999999999997 -0.27466499999999994 -0.072409999999999988 0.005105000000000001 -0.055679999999999993 0.10106500000000002 0.089910000000000004 -0.0088999999999999982 -0.10209999999999998 -0.038029999999999987 -0.18906999999999999 0.084100000000000022 -0.083564999999999987
decision_type=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 -6 -8 -4 14 -14
right_child=-2 3 12 4 5 -7 11 -9 9 -11 -12 -13 13 -15 -16
leaf_value=-0.002043426409296775 -0.001660650582691696 -0.0017074647261135054 0.0015466127740021405 0.0024664726486620645 -0.0025230296770772653 0.0019230992527001648 -0.0029701783519418719 0.0024512195764892619 -0.00067753242595686972 0.0024402204226010088 -1.4080918575685079e-06 -0.00052767523109094794 0.0023183747662985166 -0.0024304706461587069 -0.00057937544025844984
leaf_weight=0.0018158544378365348 0.0010226606153330977 0.0012320812013416624 0.0010914910577897166 0.0015260427259742035 0.00111898161581703 0.0017549401239463297 0.0012300621422802749 0.0011499919996044716 0.0015841421074445083 0.0019589162190024045 0.001237168709526254 0.0011982197300258709 0.0011063680270985126 0.0010429925825750364 0.0019043887202603339
leaf_count=990 138 196 92 196 71 318 141 90 107 142 290 238 68 450 383
internal_value=0 6.46422e-05 -0.000444728 0.000318083 0.000513689 0.000248383 -6.17229e-05 0.000524995 0.000149497 0.00104624 -0.00119898 -0.00176494 0.000119483 -0.000264778 0.000485466
internal_weight=0 0.0209516 0.00696109 0.0139905 0.0127585 0.0112324 0.00947748 0.0070492 0.00589921 0.00354306 0.00235615 0.00242828 0.00514524 0.00405375 0.00301076
internal_count=3910 3772 1983 1789 1593 1397 1079 700 610 249 361 379 993 901 451
is_linear=0
shrinkage=0.00555105


Tree=1794
num_leaves=24
num_cat=0
split_feature=1213 1456 14 9 454 38 124 40 13 43 2 3 133 0 16 0 0 48 4 4 4 13 160
split_gain=0.000451546 0.00046789 0.000319899 0.00031403 0.00028933 0.000277483 0.00032615 0.000308548 0.000376773 0.000340482 0.000308877 0.000307579 0.000296644 0.000340178 0.000284128 0.000281581 0.000242322 0.000312826 0.000345054 0.000296702 0.00024299 0.000241632 1.43275e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089560000000000015 -0.048219999999999992 -0.062739999999999976 -0.094679999999999986 0.0041500000000000009 0.097940000000000013 0.11818000000000002 -0.036599999999999987 -0.053834999999999994 0.41476000000000007 -0.074249999999999997 -0.10303999999999998 0.084500000000000006 0.26048500000000002 0.0057500000000000008 -0.0025899999999999994 -0.13934999999999997 -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
left_child=-1 -2 3 -3 -5 6 -6 -8 10 12 21 -12 -10 15 -15 16 17 18 22 -19 -18 -9 -14
right_child=1 2 -4 4 5 -7 7 8 9 -11 11 -13 13 14 -16 -17 20 19 -20 -21 -22 -23 -24
leaf_value=-0.00086576944590953343 -0.00082394518790948948 0.00087060318951312629 -0.00066954727305927326 -0.00070960620189021526 0.00073486914226596808 -0.00065906352505410782 -0.00051920786211960036 -0.00032301939409209247 0.00073158645064882023 -0.000565633860682153 0.00032850998778770964 0.0013905226034422744 0.00073003181441443272 -0.00084271159702160999 0.00014004782113148865 0.00062869400326057276 8.6288789308230637e-06 -0.00082433710554626592 -2.1809838806586277e-05 0.00015342411857390288 -0.00084691530316524676 0.00061451748729799425 0.00097256158717912459
leaf_weight=0.0013195709988661616 0.0013845418193934719 0.0010132733000673957 0.0012830460843037952 0.0010384543937322901 0.0016300894018384656 0.0010523808236624346 0.0017971234751690537 0.0012795488654641918 0.0013624389200508199 0.0019358450499101501 0.0011696497403499428 0.00114592111124312 0.001008528448321222 0.0015827582987526954 0.0010312604207085574 0.0019694613678006281 0.0018225709963478253 0.0010029638976689625 0.0017701146506006182 0.0019193039445823956 0.0011487376279780501 0.0010726071549582638 0.0010608173732489156
leaf_count=592 332 126 92 78 176 66 126 66 164 314 54 85 29 162 123 213 684 39 77 45 181 62 24
internal_value=0 4.14856e-06 4.22432e-05 7.39384e-05 4.49016e-05 7.41789e-05 0.000104193 6.14987e-05 0.000108334 1.08125e-05 0.000476353 0.000854075 8.19851e-05 2.01654e-05 -0.000455002 0.000126305 2.46472e-05 0.000177033 0.000450418 -0.000182157 -0.000322133 0.000104507 0.000854361
internal_weight=0 0.0314814 0.0300969 0.0288138 0.0278006 0.0267621 0.0257097 0.0240797 0.0222825 0.0176148 0.00466773 0.00231557 0.015679 0.0143165 0.00261402 0.0117025 0.00973304 0.00676173 0.00383946 0.00292227 0.00297131 0.00235216 0.00206935
internal_count=3910 3318 2986 2894 2768 2690 2624 2448 2322 2055 267 139 1741 1577 285 1292 1079 214 130 84 865 128 53
is_linear=0
shrinkage=0.00145689


Tree=1795
num_leaves=26
num_cat=0
split_feature=1213 14 9 52 1456 453 38 1374 1 0 403 151 13 12 42 133 133 0 12 15 1 49 15 49 13
split_gain=0.000574586 0.000417282 0.000386891 0.000334052 0.00033102 0.000322015 0.000351226 0.000371265 0.000330553 0.000456443 0.000442931 0.000407651 0.00044946 0.000364155 0.000388794 0.000417864 0.000357202 0.000328623 0.000628618 0.000385983 0.000305016 0.000259217 0.000382328 0.000180462 0.00017974
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 -0.016164999999999995 -0.060719999999999989 0.098845000000000016 -1.0000000180025095e-35 0.084285000000000013 0.084285000000000013 -0.10303999999999998 -1.0000000180025095e-35 -0.068324999999999983 0.11774500000000002 -0.069934999999999983 -0.10981499999999998 -0.031434999999999998 0.083175000000000013
decision_type=2 2 2 2 2 2 2 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 -6 9 16 11 23 20 14 -11 24 -9 21 -19 -20 -13 -14 -23 -10 -16
right_child=1 -3 3 4 5 -7 -8 8 10 13 -12 12 17 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 -26
leaf_value=-0.00092332249580624314 0.00092314009583902967 -0.00076908375297414955 -0.00073766541211114076 -0.00063874131539531909 -0.00067130514242160573 -0.00056233381070343259 -0.00059654568126971607 -0.0011473908117526656 0.0011132166369491878 -0.00030040578927706559 0.0010940751119152858 0.00018660283395185632 -0.00034883605625484317 -0.0004785381132551574 0.00061504171059376448 -0.00014800954186483815 -7.9040088425351448e-05 0.00055873487899853332 -7.5151802239101429e-05 -0.0012275837172065923 0.0010615002085594763 -2.4397229602412282e-05 0.001023157766651251 0.00032579492863635891 0.0013885130954128233
leaf_weight=0.0014576119333136591 0.0010300978343664854 0.0013954116051100853 0.0012012974588706251 0.0014282858716233712 0.0011030850008957307 0.0015665680804364248 0.0013890613603522164 0.0011385874438558027 0.0014362040253323993 0.0013841944600302414 0.0014381770674480885 0.0019523463610633405 0.0012418724189160457 0.0013894322000074233 0.0016655604572655205 0.0011180921237301245 0.0015945316687916711 0.0010599482249791263 0.0010177814257034149 0.0015660125197407481 0.001492268787822465 0.0016576751643506277 0.0013350863186865096 0.0010840639942593109 0.0010333148132417591
leaf_count=592 126 112 337 265 65 79 77 293 152 178 65 241 32 157 61 151 286 34 93 215 119 47 35 82 16
internal_value=0 1.09498e-05 4.4624e-05 1.57055e-05 4.57806e-05 7.98895e-05 0.000117018 0.000155573 0.000192643 -2.35401e-05 0.000324544 0.000244598 0.000126648 0.000184043 0.000361045 0.000600915 -0.000524103 -6.52823e-05 -0.000386051 -0.00077363 0.000565624 0.000210727 0.000442922 0.000774516 0.00091118
internal_weight=0 0.033719 0.0323235 0.0312934 0.0300921 0.0286639 0.0270973 0.0257082 0.0246051 0.00932371 0.0152814 0.0138433 0.011323 0.00659059 0.00520116 0.00381697 0.00273312 0.00787838 0.00364374 0.00258379 0.00344462 0.00423463 0.00299276 0.00252027 0.00269888
internal_count=3910 3318 3206 3080 2743 2478 2399 2322 2257 1142 1115 1050 816 563 406 228 579 456 342 308 360 114 82 234 77
is_linear=0
shrinkage=0.00145689


Tree=1796
num_leaves=28
num_cat=0
split_feature=1213 151 4 38 14 47 483 150 13 43 48 43 4 13 160 42 15 12 12 3 43 13 15 15 1 1 133
split_gain=0.000519695 0.000434689 0.00045191 0.000528233 0.000406187 0.000453835 0.000404993 0.000489481 0.000406502 0.000454601 0.000410104 0.000408487 0.000599602 0.000524584 0.000636051 0.000383017 0.000330476 0.000326453 0.000313553 0.000299495 0.000271338 0.000449763 0.000263404 0.000243168 0.000246395 0.000409694 7.21567e-05
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 1.0000000180025095e-35 -0.46637499999999993 0.096475000000000019 0.085195000000000007 -0.18357499999999996 -0.094679999999999986 0.19761500000000001 0.093225000000000016 -0.083899999999999988 -0.23071499999999998 -0.0041499999999999983 0.086110000000000006 -0.10770999999999999 -0.053579999999999996 0.085845000000000019 0.082275000000000015 0.096385000000000012 0.11352500000000001 -0.13934999999999997 0.087380000000000013 1.0000000180025095e-35 0.095575000000000007 0.086560000000000012 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
left_child=-1 -2 3 6 -4 -6 7 -3 9 18 11 15 -13 16 23 -10 -14 26 -9 -12 21 -20 -19 24 25 -15 -17
right_child=1 2 4 -5 5 -7 -8 8 10 -11 19 12 13 14 -16 17 -18 22 20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00081762018724854297 -0.00088754946981720452 0.00096720941638101378 -0.00020890682121213648 -0.00087258761797990539 0.0012388497763954607 9.518787387009572e-05 -0.00074835616107651794 0.0011928161090267201 -0.00045096054655121767 -0.0004983012943203136 0.00074831608607055428 -0.0011795040832667544 -0.00022927443408287082 0.00080585353051187644 -0.00093239499547699784 0.001009698333498874 -0.0011197132046980973 -0.00038400205612683293 -0.00048317973918363512 -7.5139874709914973e-05 0.00092859463718396567 0.00071327461104086999 0.0005463815695740538 -0.00015500420973075011 0.00094532123298934944 -0.00044139157232576259 0.00049211766182985246
leaf_weight=0.0015325334615724209 0.0010152997421678514 0.0011175402445573459 0.0011683382660867547 0.0013495119715383188 0.0016706772752379381 0.0011478556789217831 0.0012732366390086894 0.0010997407287351947 0.001643923529350777 0.0010068715886475399 0.0018797545541662788 0.0013884907288828274 0.0017244893039082762 0.0010069443485294562 0.0010991297031746061 0.0010159643537619402 0.001553647759426461 0.0014774410976289287 0.001303592215232019 0.0016060853670794017 0.001062011593956691 0.0011681936601481979 0.0010009476221148894 0.0019541180740815789 0.001294218200693642 0.0010601360890998279 0.0011000604455412288
leaf_count=592 85 18 64 64 301 39 315 90 108 48 159 170 344 71 51 49 599 125 51 44 15 56 99 116 27 46 164
internal_value=0 1.53955e-05 4.22226e-05 -1.63001e-05 0.000485319 0.00077309 2.3773e-05 5.94401e-05 2.10798e-05 0.000354516 -6.9316e-05 -0.000157517 -0.000318875 -0.000195588 3.72976e-05 0.000129103 -0.000651291 0.000336656 0.000539834 0.000368912 0.000336621 8.2278e-05 -8.24773e-06 0.000237812 0.000466179 0.000166183 0.000740623
internal_weight=0 0.0351882 0.0341729 0.030186 0.00398687 0.00281853 0.0288365 0.0275633 0.0264458 0.00564041 0.0208054 0.0173195 0.0110812 0.00969268 0.00641455 0.00623834 0.00327814 0.00459441 0.00463354 0.00348584 0.0035338 0.00247179 0.00247839 0.00531542 0.0033613 0.00206708 0.00211602
internal_count=3910 3318 3233 2829 404 340 2765 2450 2432 260 2172 1969 1424 1254 311 545 943 437 212 203 122 107 224 260 144 117 213
is_linear=0
shrinkage=0.00140032


Tree=1797
num_leaves=29
num_cat=0
split_feature=1429 1213 14 160 4 483 484 457 38 133 124 158 42 13 15 2 49 13 15 13 4 457 48 1 1 4 3 52
split_gain=0.000545346 0.000575652 0.000423956 0.000441575 0.000356547 0.000413647 0.000528614 0.000369651 0.000408699 0.000425776 0.000380893 0.000341522 0.000393078 0.000379327 0.000335658 0.000510989 0.000471212 0.000428336 0.000522567 0.000437844 0.000361102 0.000271663 0.000206825 0.000202462 0.000181087 0.000150863 0.000116941 1.10718e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.40446999999999994 0.50657000000000008 0.091685000000000016 0.085815000000000016 -0.0034949999999999994 1.0000000180025095e-35 0.10681500000000001 -0.080429999999999988 0.085745000000000002 -0.10770999999999999 0.23436000000000004 -0.095799999999999982 0.099675000000000014 -0.086904999999999996 -0.094679999999999986 -0.050004999999999994 -1.0000000180025095e-35 -0.10647999999999999 -0.087749999999999981 0.084500000000000006 0.097480000000000011 0.11215000000000001 0.028075000000000006 0.097615000000000021 -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
left_child=-1 -2 3 -3 5 6 7 21 9 10 -9 12 -12 14 15 22 23 26 24 -20 -21 -5 -14 -16 27 -22 -18 -19
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 16 -17 17 18 19 20 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.001149803706978718 -0.00095186102702586833 -0.00093338020779509692 -0.00081414607771798772 -1.0653287187368405e-05 0.00099226560032110228 -0.00081607174999083726 0.00092447799089217934 0.0010995182462044996 -0.00072253339024758623 -0.00068385620359521539 -0.00050108756517124487 -0.00059349046876967044 -0.00020120242367356386 0.0011506300210013399 -0.00070085111524837221 0.00061940933779331255 0.00072982896822840573 0.0012232029682117482 -0.00067478233749043454 -0.00044508325590748469 0.00032785612015722273 -0.0011563254014826199 -0.0010673422408028969 0.00023885601888654033 0.00028691835150798726 0.0011189836756444664 0.0013904518612542231 0.00098934044121294228
leaf_weight=0.0010475748904535944 0.0014998822366398259 0.0010323033191478861 0.0013678761961773414 0.0010393767160885026 0.0011109441474095724 0.0012223817623597385 0.0019010959304082134 0.0011496444016590715 0.0013673373992786333 0.0013904733637684482 0.001724649308802075 0.0013718752916929552 0.0017822614250160981 0.0011813826396291907 0.001313532530967664 0.001423752958370772 0.0014316442581128108 0.0010009346458948881 0.0016122014146152603 0.0010838880105765725 0.0014952240932303157 0.0010196657523208466 0.0011142696572828403 0.0010075373638755991 0.0010084331813735581 0.0010005763981206783 0.0012466153970815963 0.0010129292274870692
leaf_count=181 592 243 111 86 209 232 163 131 68 373 103 169 66 29 50 80 51 63 332 79 94 110 72 36 26 42 50 69
internal_value=0 4.48604e-06 4.61684e-05 8.17807e-05 0.000114516 8.29604e-05 0.000119988 6.49303e-05 0.000116403 0.000163509 0.000214822 0.000168192 0.000219315 0.000285701 0.000227425 -0.00015416 0.000352188 0.000489658 0.000311091 7.61603e-06 0.000314951 -0.000578006 -0.000534399 -0.00029294 0.000832419 0.000645022 0.00103732 0.00110558
internal_weight=0 0.0359127 0.0344128 0.0330449 0.0320126 0.0309017 0.0296793 0.0277782 0.0257192 0.0243518 0.0229614 0.0218117 0.0204398 0.0187152 0.0175338 0.00432028 0.0132135 0.0108924 0.00821419 0.00519189 0.00357969 0.00205904 0.00289653 0.00232107 0.0030223 0.0024958 0.00267826 0.00201386
internal_count=3910 3729 3137 3026 2783 2574 2342 2179 1983 1915 1542 1411 1242 1139 1110 218 892 806 705 547 215 196 138 86 158 136 101 132
is_linear=0
shrinkage=0.00157699


Tree=1798
num_leaves=19
num_cat=0
split_feature=150 484 1374 1 403 484 1 151 42 42 0 52 0 133 15 0 1 151
split_gain=0.000100026 0.000192392 0.000145611 0.000183857 0.000132003 0.000142319 0.000152127 0.000165274 0.000174564 0.000239335 0.00015179 0.000135558 0.000238501 0.000158968 0.000165524 0.00035254 0.000145337 0.000106563
threshold=0.082085000000000019 -0.0043499999999999988 -0.094679999999999986 0.085990000000000011 -1.0000000180025095e-35 0.09129000000000001 0.12811000000000003 -0.03268999999999999 0.091955000000000023 0.088115000000000013 -0.053834999999999994 0.086950000000000013 0.039665000000000006 0.083815000000000014 0.079360000000000014 -0.13027499999999997 0.095575000000000007 -0.056409999999999995
decision_type=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 -6 9 11 -8 13 -13 14 15 -9 -17 -5
right_child=2 4 3 17 5 -7 10 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=-0.0027961662430156507 -0.0011818470559308693 -0.0021953113508591015 -0.00071773502732840988 0.0037349999621563265 -0.0020764446300540369 -0.0021162895930147067 0.0034109310753653276 0.0037072364752267425 -0.0016133239668528147 0.0033426798756630107 0.000136107871103174 -0.0032399616484561932 0.00073879959896436275 0.0028511245458184868 -0.0014291474928088668 -0.0021029683965846963 0.0010533444779640107 0.00099508096897887627
leaf_weight=0.0010707362928056288 0.0010570986176734465 0.0010654859207424516 0.0010151392196973688 0.001220751177367696 0.0013729057465710079 0.0010784588678123532 0.0010892825470225562 0.0012162266844626679 0.0017227495837640614 0.0010646414097118537 0.001123727682701023 0.0010796014308345758 0.0012950204454380554 0.0010921835871842353 0.001618542146203078 0.0010946869827004324 0.0011897576313544267 0.0010167658185597089
leaf_count=579 62 828 135 214 160 225 114 64 305 158 103 219 35 116 179 184 128 102
internal_value=0 -0.000225521 0.000833769 0.00148884 -6.45881e-05 7.69686e-05 0.000235087 -2.75906e-05 0.00021973 0.000546951 0.00174803 0.000200289 -0.00107011 0.000685963 0.000224026 0.000988374 -0.000459135 0.00248993
internal_weight=0 0.018174 0.00430975 0.00325266 0.0171033 0.0160378 0.0149593 0.0127463 0.0113734 0.00965066 0.00221301 0.00858602 0.00237462 0.0062114 0.00511921 0.00350067 0.00228444 0.00223752
internal_count=3910 3397 513 451 2818 1990 1765 1548 1388 1083 217 925 254 671 555 376 312 316
is_linear=0
shrinkage=0.00625138


Tree=1799
num_leaves=28
num_cat=0
split_feature=1213 1456 52 52 14 9 133 13 15 453 3 4 0 47 2 0 150 42 4 1 15 11 52 2 16 12 1
split_gain=0.00052393 0.000430581 0.000353869 0.000451437 0.000732997 0.000318686 0.000313565 0.000398297 0.000370757 0.000360171 0.000289725 0.000333205 0.000387373 0.000339922 0.000355513 0.000370801 0.000399693 0.000308271 0.000451747 0.000491161 0.00047597 0.000261861 0.000236756 0.000236034 0.000338387 0.000238379 0.000148905
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.40891499999999997 0.077685000000000018 -1.0000000180025095e-35 0.10681500000000001 -0.091229999999999992 -0.19153499999999998 1.0000000180025095e-35 -0.14218999999999996 -0.34687499999999999 -0.017269999999999997 0.11603500000000001 0.12401500000000001 -0.230625 0.087235000000000021 0.085195000000000007 -0.0017649999999999999 0.10937500000000001 0.084050000000000014 0.080320000000000016 -0.066329999999999986 0.097940000000000013 -0.087089999999999987 0.093535000000000021 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 21 -12 13 14 15 22 17 18 20 -20 26 -9 -13 24 -10 -25 -17
right_child=1 2 3 4 -6 6 -8 9 23 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=-0.00088981525318559507 -0.00081004320233181893 -0.00076355643407995642 0.0010683946117616531 0.00091405528094800129 -0.0012264141679164801 -0.00040453718400893456 -0.00060634958792856635 0.0010329081705468042 0.00067106899383845232 -0.00078576851296051191 -0.00072329536485420175 2.1388173820064413e-05 0.00089914371761887712 -0.0008062000270102034 0.00082293445586049127 0.00016571854640534981 -0.00093883997748216879 0.00047259060818206276 -0.0013895475373500632 -6.7147649283259156e-05 -0.00062532645718020195 -4.1043928521429156e-06 0.0010361985311854508 0.0012642061215446731 -0.00040230833672568367 0.0004058560983617331 0.00096722447718564141
leaf_weight=0.0015442226273568995 0.0014002239334333704 0.0011881263837548997 0.0010252643831165633 0.0010385227883442294 0.0010060546700961783 0.001079280389319287 0.0015382640257041299 0.0012066198896423163 0.0017164656608154027 0.001291075095650295 0.0014439886792572037 0.0010493024142874674 0.0011137514999637306 0.001185329072471041 0.0012128818844847492 0.0010280350845986389 0.0013347793815041706 0.0019974713070970984 0.0012202473061388493 0.0013695045291708396 0.001160485341766937 0.0010430530055458576 0.0010635334710045125 0.0015794415501542147 0.0011118962645915711 0.0014042481117915173 0.0011048864083391674
leaf_count=592 332 298 28 126 80 82 400 70 91 62 77 17 53 39 109 195 150 298 175 25 232 50 49 120 58 34 68
internal_value=0 1.29575e-05 4.84019e-05 7.91993e-05 4.57268e-05 8.94178e-05 5.91074e-05 9.7423e-05 0.000411328 -1.16932e-05 4.22292e-05 -2.821e-05 3.94236e-05 -3.03333e-05 4.2998e-05 -4.05075e-05 -0.000171816 -4.19013e-05 -0.000216584 -0.00069024 0.000155874 0.000552101 0.000532211 0.000562831 0.000249099 0.000860231 0.000580911
internal_weight=0 0.0339127 0.0325125 0.0313244 0.0302991 0.0292931 0.0282545 0.0267163 0.00689133 0.0198249 0.0185339 0.0162842 0.0148402 0.0137265 0.0125411 0.0113282 0.00921541 0.00788063 0.00588316 0.00258975 0.00329341 0.00224967 0.00211284 0.00581205 0.00282836 0.00298369 0.00213292
internal_count=3910 3318 2986 2688 2660 2580 2454 2054 385 1669 1607 1487 1410 1357 1318 1209 1143 993 695 200 495 120 66 303 149 154 263
is_linear=0
shrinkage=0.00151575


Tree=1800
num_leaves=17
num_cat=0
split_feature=147 52 15 11 403 4 2 2 2 4 133 160 3 12 0 4
split_gain=9.83338e-05 0.000136715 0.000247713 0.000198322 0.000163531 0.000176053 0.000215371 0.000164393 0.000223006 0.000156526 0.000152841 0.000144967 0.000205643 0.000125204 7.56122e-05 5.40007e-05
threshold=0.08955500000000001 0.28122000000000008 -0.24219999999999997 0.081005000000000008 0.088825000000000015 -0.083329999999999987 0.11085000000000002 0.113945 0.097940000000000013 -0.37626499999999991 -1.0000000180025095e-35 0.090735000000000024 -0.075954999999999981 0.086865000000000012 -0.07773999999999999 -1.0000000180025095e-35
decision_type=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 10 -4 -7 12 -12 15 -11 -14
right_child=-2 -3 3 -5 -6 7 -8 -9 -10 14 11 -13 13 -15 -16 -17
leaf_value=0.002146313955177333 0.0016468665269545231 -0.0019499040731325949 -0.00089073894166581701 -0.0026708096587430871 -0.0022691007820970889 -0.0025278096571656823 0.003429387931286592 -0.0020316423733623768 0.0019635142772436815 0.00037239224752279147 -0.0015107077012085424 -0.0021682840599143325 0.0012353563476004284 0.0027561158871465046 0.002646098750145735 -0.00029093593061750448
leaf_weight=0.001720714967715988 0.0011640831104763041 0.0013167536004671373 0.0017524773917823033 0.001055175774955285 0.0010701498937943981 0.0010311260856082083 0.0010369701104648854 0.0016187175480151519 0.0016571236727648134 0.0010123080906512746 0.0016527942284999646 0.0010027338122491347 0.0014311018634816097 0.0010037468914400396 0.0010178857091049315 0.0018369112573886209
leaf_count=290 152 360 132 183 295 387 49 252 275 358 728 137 88 68 68 88
internal_value=0 -0.000111598 1.00401e-05 -0.000192164 -3.94313e-05 0.000109198 0.00105103 -0.000294859 -2.48194e-06 0.000399031 -0.000411847 -9.68865e-05 0.000253699 0.000936368 0.00151237 0.000377446
internal_weight=0 0.0212167 0.0198999 0.0181792 0.017124 0.0160539 0.00481964 0.0112343 0.00961554 0.00378267 0.00795841 0.00692729 0.00592455 0.00427176 0.00203019 0.00326801
internal_count=3910 3758 3398 3108 2925 2630 607 2023 1771 558 1496 1109 972 244 426 176
is_linear=0
shrinkage=0.00589082


Tree=1801
num_leaves=30
num_cat=0
split_feature=1429 1348 14 1456 1213 1374 1374 454 38 376 13 43 39 133 159 15 49 16 130 1186 2 0 3 1 16 43 0 1 15
split_gain=0.000624495 0.000452206 0.000873178 0.00061527 0.000455474 0.000389854 0.000381434 0.000394474 0.000423259 0.000430907 0.00039946 0.00065376 0.000462662 0.000507259 0.00048813 0.000416131 0.000347469 0.000558687 0.000390158 0.000946062 0.000445705 0.00030168 0.000754105 0.000245538 0.000370563 0.000170575 0.000132866 9.31452e-05 1.52078e-06
threshold=-1.0000000180025095e-35 0.090050000000000005 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.11605500000000001 -0.45122499999999993 0.098320000000000005 0.090190000000000006 0.088055000000000008 -0.034019999999999988 0.041585000000000004 -0.091004999999999989 -0.25582999999999995 -0.0015749999999999998 0.083980000000000013 -0.0050599999999999994 -0.053834999999999994 -0.115685 0.076710000000000014 -1.0000000180025095e-35 -0.075819999999999985 -0.22851499999999997 0.10080500000000002 -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
left_child=-1 2 3 -2 -5 6 -6 -8 9 10 -9 12 13 14 -12 -15 17 -16 19 -18 -20 23 -23 24 -22 -25 -27 -28 -29
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 11 -13 -14 15 16 -17 18 -19 20 -21 21 22 -24 25 -26 26 27 28 -30
leaf_value=-0.0011601770107396579 -0.00099063294756971884 0.00096820515506438037 -0.0012953046903727134 -0.00075871720555276329 -0.0006882295875307536 -0.00079878091056883574 -0.00070221724642648977 0.00096934427624559174 -0.00058993166283929162 -0.00069489510686436844 -0.00047183502184783256 -0.00064460691679979845 0.0012335118621957999 -0.0011149526251227778 0.00071526897147948965 0.00020310009946525868 -0.0012015496391634276 -0.00070281864254449137 -0.00012565509124256257 0.00088826396464208868 -6.8199691622705655e-05 0.00098482997563351647 -0.00068280180268299431 0.00044634907135508619 0.0011446887456214635 0.00078735767953264969 0.00098455085114591769 0.0015461644499199264 0.0014615939047331332
leaf_weight=0.0011228359074724739 0.0013747302837544681 0.0011412249239939323 0.0012403088721145697 0.0015381968090229505 0.0012982621098913674 0.0011108439182812005 0.0011991809082547702 0.0018906771663815781 0.0015295145143574542 0.0011194639103544726 0.0016559120582034783 0.0018797300382881179 0.0012114071677991186 0.001112098649253406 0.0011489575335019708 0.0011801582583402803 0.0010094885898505055 0.001573572165396441 0.0017952296289759232 0.0010630874492521536 0.0014809319926158415 0.0014530776463366202 0.0011701138674332931 0.001117978964770173 0.0010146340062748734 0.0019425763890268287 0.00138547887075725 0.0010281804215388378 0.0010051146227763154
leaf_count=181 322 49 124 541 63 88 61 74 84 29 197 248 142 252 26 310 126 72 117 61 220 70 80 132 63 50 58 43 27
internal_value=0 9.45525e-06 -1.96996e-05 2.38994e-05 6.38465e-05 0.000101756 0.000132761 0.000167181 0.000202204 0.000245111 0.000283915 0.000232545 0.000303164 0.000252252 0.000331795 -0.000436359 0.000404959 -0.00010436 0.000494616 -0.000129621 0.000591215 0.000702177 0.000240958 0.000836983 0.00042493 0.000995688 0.00111024 0.0012937 0.00150436
internal_weight=0 0.0386701 0.0375289 0.0362886 0.0349139 0.0333757 0.0322648 0.0309666 0.0297674 0.0282379 0.0271184 0.0252277 0.023348 0.0221366 0.0198443 0.00229226 0.0181884 0.00272253 0.0154659 0.00207258 0.0133933 0.0115981 0.00262319 0.0089749 0.00249557 0.00647933 0.00536135 0.00341877 0.0020333
internal_count=3910 3729 3680 3556 3234 2693 2605 2542 2481 2397 2368 2294 2046 1904 1342 562 1145 98 1047 187 860 743 150 593 283 310 178 128 70
is_linear=0
shrinkage=0.00154607


Tree=1802
num_leaves=18
num_cat=0
split_feature=453 4 16 15 48 158 51 3 52 1 16 0 0 43 4 48 13
split_gain=9.68498e-05 0.000187181 0.000173204 0.00012527 0.000166727 0.000194717 0.00016432 0.000145212 0.000144272 0.000173718 0.00014405 0.000144715 0.000188505 0.000211108 0.000199309 0.000115373 3.04587e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.077034999999999978 -0.14097499999999996 0.093225000000000016 0.080045000000000019 0.08955500000000001 0.11476000000000001 -0.27466499999999994 0.11183500000000002 -0.19424999999999998 -0.12329499999999999 -0.077944999999999987 -0.0037249999999999996 -0.39075499999999991 0.12649500000000002 -0.42334499999999992
decision_type=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 -5 10 -10 -12 13 -13 -14 -6 -9
right_child=-2 2 -4 4 15 -7 -8 16 9 -11 11 12 14 -15 -16 -17 -18
leaf_value=-0.0017919273927589829 -0.0013730804080504041 0.002460126375259615 -0.00023514932244523369 -0.0017712977764405306 0.0021200318961308736 -0.0023463080131859359 -0.0019271628055935414 0.00072284586072633673 -0.0015597001618603366 0.001960215636100954 0.0015095814708123657 -0.002681622154050026 -0.00087260278586239219 6.3816485030874216e-05 0.0019525111364721102 -6.2719526036575978e-06 0.0019524133002531193
leaf_weight=0.0010549153832046755 0.0012558949289739321 0.0014735476919025617 0.0010198102795319066 0.0012044913398151424 0.0014364436338735733 0.0010082356793700504 0.001095996321711379 0.0010275089102398383 0.0015396239679613408 0.0010944084984689786 0.0015232452155984353 0.0012497904848667255 0.0011027646598196078 0.0016331565368664916 0.0014763709415844027 0.001170861796915279 0.0010097583462851398
leaf_count=209 99 306 98 317 164 337 288 31 99 47 106 836 84 335 429 93 32
internal_value=0 6.40277e-05 0.00135773 -0.000109138 -8.11769e-06 -0.000212532 -5.83918e-05 0.000100861 -0.000130916 7.44851e-05 -0.000167599 0.000139231 -0.000242927 -0.00112636 0.000744573 0.00116517 0.00133227
internal_weight=0 0.0211209 0.00249336 0.0186276 0.0175727 0.0149654 0.0139571 0.0128611 0.0108239 0.00961936 0.00852495 0.00698533 0.00546208 0.00288295 0.00257914 0.00260731 0.00203727
internal_count=3910 3811 404 3407 3198 2941 2604 2316 2253 1936 1889 1790 1684 1171 513 257 63
is_linear=0
shrinkage=0.00502775


Tree=1803
num_leaves=16
num_cat=0
split_feature=124 123 133 484 12 457 15 42 156 52 12 4 15 13 1
split_gain=9.72634e-05 0.000123284 0.000185355 0.000179426 0.000149272 0.000176803 0.000196665 0.000386683 0.000258789 0.000295792 0.000214369 0.000243844 0.000159764 0.000137002 0.000133686
threshold=0.10385500000000002 1.0000000180025095e-35 0.098810000000000023 -0.0043499999999999988 -0.0089849999999999982 -0.0034949999999999994 1.0000000180025095e-35 0.08401500000000002 0.090135000000000007 -0.081429999999999989 0.093375000000000014 -0.00072999999999999985 0.085285000000000014 -0.062819999999999987 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 12 9 13 11 -11 -8 -7 -13
right_child=-2 -3 -4 4 5 6 7 -9 -10 10 -12 14 -14 -15 -16
leaf_value=-0.0021663989404682288 0.0016315262472945799 0.0013484384862466373 -0.0021446586106645049 -0.0019120157951408169 -0.0016668593178209674 0.0012750951237050616 -0.00072124135187812816 0.0013555151085009318 -0.0018277385174648773 0.0028334435608477473 -0.0012411097855477445 -0.0013445070959187261 -0.0035166960097820685 0.00388215870564622 0.0010464955418998151
leaf_weight=0.0011759748367086006 0.0010508339745159958 0.0016698861262087151 0.0014330785378160208 0.0010879097550740803 0.0014022855699093164 0.0011037053845524003 0.0013957772025416379 0.0018439832618015739 0.0010126992330197976 0.0016298804013683867 0.0016279225243628695 0.0011262925264809813 0.0011482217084311797 0.0014205225810448065 0.0020003046250169354
leaf_count=509 49 306 569 196 169 138 220 398 224 164 188 136 351 151 142
internal_value=0 -9.88755e-05 -0.0002234 -7.02299e-05 7.65031e-05 0.000214193 0.000398533 -0.000580014 0.000831322 0.00113359 0.000497579 0.00109265 -0.00198296 0.00274223 0.000185186
internal_weight=0 0.0210784 0.0194086 0.0179755 0.0167995 0.0157116 0.0143093 0.00438798 0.00992133 0.00890863 0.0063844 0.00475648 0.002544 0.00252423 0.0031266
internal_count=3910 3861 3555 2986 2477 2281 2112 969 1143 919 630 442 571 289 278
is_linear=0
shrinkage=0.00555105


Tree=1804
num_leaves=18
num_cat=0
split_feature=14 13 52 2 132 457 39 133 52 4 151 457 13 15 12 43 0
split_gain=9.61916e-05 0.000106627 0.000194351 0.000304404 0.000191998 0.000167397 0.000224636 0.000214429 0.000173486 0.000299953 0.000244802 0.000167198 0.000124754 0.000119696 0.000104456 0.000104412 8.32773e-05
threshold=0.064610000000000015 -0.091229999999999992 0.098910000000000012 0.097940000000000013 0.079995000000000011 0.072090000000000015 0.005105000000000001 1.0000000180025095e-35 0.071660000000000015 -0.032604999999999995 -0.0008699999999999999 0.11742500000000002 -0.123625 -0.064869999999999983 1.0000000180025095e-35 -0.090634999999999979 -0.10783
decision_type=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 8 9 -3 -11 -7 -1 16 -10 -8 -12
right_child=-2 4 -4 -5 -6 11 15 -9 14 10 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.0013602979075449811 -0.0017904582548762429 -0.0037056622519921292 -0.0013910434973129753 0.0031380264244405985 0.0019746429572167906 0.0023500166599614231 -0.00022061649657109889 -0.0035480059458143942 0.0014890256797441075 -0.0030138578765816501 -0.0017939820687392074 -0.00072135576469141904 0.0014291493554248022 0.0017150453171135803 -0.00077499405643556758 0.0024288432116997766 0.00051814412260708887
leaf_weight=0.001210451441392521 0.0010109485951984012 0.0013902591536055792 0.00110830752872286 0.0018768623481748015 0.0013215562677846007 0.0014117014434233141 0.0010363967221549489 0.0010550629026110656 0.0015489381323121609 0.0010762823858498916 0.0010561267492018023 0.0010899200422017363 0.0010296526059619645 0.0011906973848887521 0.0013012683557100113 0.0010282808996775585 0.0011073800736294617
leaf_count=88 138 425 115 187 295 186 83 954 71 84 63 68 158 104 525 193 173
internal_value=0 7.01979e-05 0.000798598 0.00138806 -0.000173565 -0.000372202 -0.000665858 -0.00104049 -0.000735381 -0.00131845 -0.000569362 0.00101186 -7.81424e-05 0.000215017 0.000455382 0.00109891 -0.000610532
internal_weight=0 0.0208391 0.00522527 0.00411697 0.0156139 0.0142923 0.0117907 0.00972602 0.00867095 0.00582075 0.00443049 0.00250162 0.0022401 0.0033542 0.00285021 0.00206468 0.00216351
internal_count=3910 3772 548 433 3224 2929 2675 2399 1445 849 424 254 246 340 596 276 236
is_linear=0
shrinkage=0.00589082


Tree=1805
num_leaves=28
num_cat=0
split_feature=9 14 1213 52 133 160 157 159 0 42 48 47 47 50 1 49 52 49 42 43 15 484 16 16 2 47 3
split_gain=0.000438512 0.000373717 0.000375552 0.000381239 0.000384878 0.000419538 0.000377678 0.00046508 0.000429301 0.000481561 0.00049346 0.000436031 0.000420431 0.000393537 0.000605151 0.000713976 0.000477902 0.000414685 0.000388898 0.000445952 0.000341408 0.00030428 0.000293906 0.000423552 0.000249224 0.00019931 0.000144875
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.081334999999999977 -0.42985499999999993 0.10681500000000001 -0.40446999999999994 -0.077534999999999979 0.11014500000000001 -0.017269999999999997 -1.0000000180025095e-35 0.12675000000000003 0.087945000000000009 0.10589000000000001 0.10119500000000002 0.10031000000000002 -0.085974999999999982 -0.0025949999999999997 -0.075429999999999983 -0.088669999999999985 -0.24333999999999997 0.035895000000000003 0.085515000000000022 0.20277000000000003 -0.021269999999999997 0.086875000000000022 0.11939500000000002 -0.025254999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 21 8 9 18 11 13 -13 14 15 -11 17 -17 19 -8 -16 -7 23 -10 -18 -14 -26
right_child=1 -3 3 4 -6 6 7 -9 22 10 -12 12 25 -15 20 16 24 -19 -20 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.00066463335494321423 -0.00097187431958575766 -0.00088671714053086546 -0.00089918858636727915 -0.00092379011918775533 -0.00075399416219586559 4.4929623798341062e-05 -0.00084732894808432139 -0.0010296001272609341 0.00076235478952945801 -0.00093015209065073015 -0.00079785584266207205 -0.0010579292874037625 0.00036164273718553914 -0.000673402046409154 0.0011310544254942135 0.00049778491417680156 0.00013322564469886862 -0.00059486503579251259 -0.0013404481563359355 0.00036256487922051639 0.00012227142698647214 0.0010166675999224676 0.00083032860204088847 -0.00040166790210654265 0.00046169596343990108 -0.00044965090339796766 0.0011697076983165117
leaf_weight=0.0011860149969519637 0.0011095926339328424 0.0014927119351785248 0.0012584757806549099 0.0011010168401111567 0.0017359662368814496 0.0014467031032009128 0.0013462224137700263 0.0010007081765999173 0.0010193456542333112 0.001260680189072382 0.0015473926904654425 0.0012388335179828727 0.0011654030465924337 0.0010249672788799355 0.0019042378154480047 0.0010510253502502565 0.0017609400251736807 0.0019351212263645345 0.0010225108341683211 0.0010739171721715346 0.0010050841889750473 0.0011218628867766256 0.0015818264996445563 0.0015375538606872191 0.0010748772414714836 0.0012105872509806659 0.001198735502595305
leaf_count=128 378 124 343 237 472 174 50 152 79 63 64 69 59 74 232 32 165 152 324 154 29 104 33 62 106 21 30
internal_value=0 -0.000201058 -0.000170717 -0.000143469 -0.000113147 -7.56007e-05 -4.2866e-05 -9.35466e-05 -5.60168e-05 -0.000137897 -4.31087e-05 3.0666e-05 -0.000396556 0.000157088 0.000233154 4.01459e-05 0.000214379 -0.000210288 -0.000616371 -0.000310448 0.00078255 0.000469352 0.000355895 6.23869e-05 0.000528693 -5.17183e-05 0.000834987
internal_weight=0 0.0352263 0.0337336 0.032624 0.0313655 0.0296296 0.0285285 0.02596 0.0249593 0.0208205 0.0173779 0.0158305 0.00361482 0.0122157 0.0111907 0.00828138 0.0070207 0.00298615 0.00344265 0.00242014 0.00290932 0.00256857 0.00413873 0.0025569 0.00403455 0.00237599 0.00227361
internal_count=3910 3782 3658 3280 2937 2465 2228 1950 1798 1624 1096 1032 149 883 809 548 485 184 528 204 261 278 174 141 301 80 136
is_linear=0
shrinkage=0.00140032


Tree=1806
num_leaves=18
num_cat=0
split_feature=41 2 158 159 156 457 50 42 43 3 0 48 13 160 1 15 3
split_gain=0.000103991 0.000120359 0.000115493 0.000136621 0.000144838 0.000153508 0.000147268 0.000174152 0.000175005 0.000232775 0.000142409 0.000306996 0.000280427 0.000214717 0.000131515 0.000123212 0.000106799
threshold=0.078535000000000008 -1.0000000180025095e-35 0.085745000000000002 0.088320000000000023 0.080810000000000007 -0.067474999999999993 0.10119500000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 -0.084154999999999994 0.086125000000000021 -0.23438999999999996 0.088785000000000017 0.089605000000000018 1.0000000180025095e-35 -0.100615
decision_type=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 14 9 16 11 15 -12 -13 -7 -10 -9
right_child=-2 2 -4 -5 -6 6 -8 8 10 -11 12 13 -14 -15 -16 -17 -18
leaf_value=0.0017330975413981757 -0.0016740409379940909 -0.0020524001850454618 -0.0019373781288821983 0.0017859114083067808 -0.0022462249496490228 -0.0021950245464673092 -0.0018569723508127997 0.0020885741339709855 0.0031405861845142636 0.0040764362624669172 0.0011665330704078154 -0.0027810801898516409 -0.0031300802435244835 0.0008888829087454629 0.00028929881730003012 0.00070462322850592255 -0.00060953071314746605
leaf_weight=0.0014108944893635724 0.0012549969910200789 0.0011189789434820777 0.0010623653999492005 0.001464587125638849 0.0010158111237286707 0.0013911740627171399 0.0011023378725184977 0.0010046817271724962 0.0015796087760191462 0.0011079740395269584 0.0010223508682992138 0.0010690765957193094 0.0010882283526387109 0.0011464899438351495 0.0015784505704776741 0.0013249181826393563 0.001032078539656478
leaf_count=242 195 196 344 251 380 638 334 37 107 140 29 61 395 31 121 218 191
internal_value=0 7.27518e-05 -4.98375e-05 6.12771e-05 -9.10478e-05 4.95923e-05 0.000212396 0.000383332 0.000743353 0.00190345 0.000238807 0.00076959 -0.00104883 -0.000881983 -0.000874527 0.00202941 0.000721375
internal_weight=0 0.02052 0.0191091 0.0180467 0.0165822 0.0155663 0.0144474 0.013345 0.0103754 0.00314473 0.00723067 0.00512009 0.00211058 0.00221557 0.00296962 0.00290453 0.00203676
internal_count=3910 3715 3473 3129 2878 2498 2302 1968 1209 368 841 417 424 92 759 325 228
is_linear=0
shrinkage=0.00589082


Tree=1807
num_leaves=18
num_cat=0
split_feature=51 1 47 51 1 52 2 13 15 3 4 150 12 3 2 12 3
split_gain=0.00010762 0.000198423 0.000166429 0.000139866 0.000239621 0.000182329 0.000153065 0.000141291 0.000128012 0.000115688 0.000109626 0.000149414 9.68279e-05 0.000122287 0.000203546 9.60478e-05 6.22146e-06
threshold=-0.40274499999999996 0.13860500000000003 0.11603500000000001 0.12190000000000002 0.10752500000000002 0.11401500000000002 0.099015000000000006 -0.089899999999999994 -0.10192499999999999 0.12566000000000002 0.015635000000000003 0.086420000000000011 0.088590000000000016 -0.015794999999999997 0.086915000000000006 0.09112000000000002 -0.090674999999999992
decision_type=2 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 -2 15 11 12 13 14 -10 -6 -9
right_child=1 -3 -4 -5 9 -7 7 16 10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0020172082678018557 -0.002409586864012726 0.0024392605894717717 -0.0025703778577351468 -0.0022144488051325148 0.0037331538640110766 -0.002491679123631511 0.002800853039831418 0.00049104123009088938 -0.00016091863153492404 9.097093900330742e-05 0.001540515327201253 -0.002617261885478324 -0.0016133948886261353 -0.0010478768581420827 0.0033211607676477571 0.0012435527273509804 -0.00020175473505366977
leaf_weight=0.0010116055043819785 0.0010919335712914176 0.0012957129208665845 0.0010006868525902482 0.0010084926610059537 0.001115671136008827 0.001242349586849969 0.0012760117553729522 0.0010148776320904052 0.0017072897698352492 0.0013316345451687139 0.001290103595669688 0.0010471306777218303 0.0011921103260048027 0.0014809001967763854 0.0010654711939444145 0.0013245782375079784 0.0010113810747951557
leaf_count=145 202 176 127 153 217 420 51 109 585 87 135 169 603 131 209 118 273
internal_value=0 7.15045e-05 -8.82785e-05 4.81947e-05 0.000180927 -0.000210357 2.23892e-05 0.00117138 -0.000405138 0.00157303 -0.00012392 -0.000454634 -3.8797e-05 0.000402492 0.00117712 0.00238179 0.000145241
internal_weight=0 0.0204963 0.0192006 0.0181999 0.0171914 0.0134196 0.0121772 0.00330227 0.00887494 0.00377188 0.00778301 0.0064929 0.00544577 0.00425366 0.00277276 0.00244025 0.00202626
internal_count=3910 3765 3589 3462 3309 2887 2467 433 2034 422 1832 1697 1528 925 794 335 382
is_linear=0
shrinkage=0.00625138


Tree=1808
num_leaves=16
num_cat=0
split_feature=43 42 376 133 3 41 13 47 0 52 13 16 0 16 1
split_gain=8.86204e-05 0.000160727 0.000280064 0.000139834 0.000127655 0.000132957 0.000131256 0.000215859 0.000278945 0.000162236 0.000147789 0.000135881 0.000139403 0.00012959 0.000121398
threshold=0.19761500000000001 -0.10770999999999999 1.0000000180025095e-35 0.098810000000000023 -0.10315499999999998 1.0000000180025095e-35 -0.094679999999999986 0.09252500000000001 -0.082994999999999985 -0.0066199999999999991 -0.42334499999999992 -0.19424999999999998 -0.10131499999999999 0.0015250000000000001 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 14 10 8 9 13 -6 -11 -13 -8 -3
right_child=-2 2 -4 -5 6 -7 7 -9 -10 11 -12 12 -14 -15 -16
leaf_value=-0.0021785874584937686 -0.001837253330412727 0.00069439073075804394 0.0033970212730819109 -0.0022972896354785098 -0.00065971446283613557 -0.0007847266554591194 -0.0014884515050415485 -0.0024533746785138314 -0.0022522194850401493 -0.00036453765973514727 0.0025121971242859399 0.0038947935842797909 0.00068938179789957278 0.0010851610844297935 0.0034401264925804187
leaf_weight=0.0012584317763623806 0.0010832914927208564 0.0014661761053589252 0.0011063998586429693 0.0010334541396275999 0.0010679515104173032 0.0010161807034217152 0.0019733173420696222 0.0018825301756476278 0.001860161275347722 0.0010258197708705044 0.0014859519740401629 0.0012974624351734772 0.0010291866882338237 0.0014255065327311925 0.0012721895158069318
leaf_count=224 252 69 192 546 88 110 311 245 775 119 209 44 435 101 190
internal_value=0 7.22212e-05 0.000221754 2.47849e-05 0.000167607 0.00122443 -0.000136494 -0.000458303 -2.21651e-05 0.000592274 0.00118582 0.00160744 0.00247689 -0.000409048 0.00197
internal_weight=0 0.0202007 0.0189423 0.0178359 0.0168024 0.00375455 0.0130479 0.010494 0.00861145 0.00675129 0.0025539 0.00335247 0.00232665 0.00339882 0.00273837
internal_count=3910 3658 3434 3242 2696 369 2327 2030 1785 1010 297 598 479 412 259
is_linear=0
shrinkage=0.00650394


Tree=1809
num_leaves=17
num_cat=0
split_feature=49 49 41 457 3 157 130 160 133 4 15 15 133 13 43 42
split_gain=8.68645e-05 0.000200813 0.000180769 0.000137457 0.000227185 0.000110806 0.000128861 0.00013398 0.000381425 0.000184162 0.000162183 0.000156203 0.000169923 0.000146323 9.106e-05 5.81991e-05
threshold=-0.045004999999999996 -0.00064499999999999985 0.078535000000000008 0.088175000000000017 0.0021050000000000005 -0.077534999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 -0.038029999999999987 -0.075094999999999981 0.10599500000000002 -0.057284999999999996 -0.16369999999999998 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 15 -3 -7 10 -9 11 -8 -10 13 -13 -15 -1
right_child=1 2 -4 -5 -6 6 7 8 9 -11 -12 12 -14 14 -16 -17
leaf_value=0.00027613816845218855 -0.0026275281754773497 0.0017398464079530628 -0.0024987250261145309 0.002153360369025894 -0.001874930926818174 -0.0020587082773676287 -0.0029172615794371172 -0.0028186502711427933 -0.0011700661227098028 0.0031147242654700042 0.00032492563647931543 0.0028305405789051299 -0.0011554374480098287 0.0018823339351198636 -0.00041522383717188302 0.0023121872682609177
leaf_weight=0.0010271673660644789 0.0011741057901268814 0.0013922869530424231 0.0010117506836279664 0.0015569216556270971 0.0013869059359348235 0.0010529129767453274 0.0010397799615601833 0.0011257846835210387 0.0015069551054743167 0.0011738902506025772 0.0011997822047074081 0.0018353747492160814 0.0010476487145192337 0.0011167686558079841 0.0014080135683093757 0.001000632086199757
leaf_count=152 278 304 165 115 114 317 343 561 217 174 308 162 297 38 217 148
internal_value=0 -0.000234989 -4.65978e-05 0.000673733 -8.9728e-07 0.000131898 -4.71016e-05 0.000137816 0.000458196 0.00091427 -0.00118035 0.000540708 0.00101744 0.00153953 0.000601038 0.00128084
internal_weight=0 0.0160851 0.0149109 0.00497163 0.00341471 0.0138992 0.0125069 0.011454 0.00921444 0.00808865 0.00223956 0.00691476 0.00540781 0.00436016 0.00252478 0.0020278
internal_count=3910 3381 3103 529 414 2938 2634 2317 1666 1105 651 931 714 417 255 300
is_linear=0
shrinkage=0.00600863


Tree=1810
num_leaves=15
num_cat=0
split_feature=15 158 15 49 52 13 160 133 42 16 15 4 1 12
split_gain=8.11067e-05 0.000140237 9.35626e-05 0.000110303 0.000151863 0.000192391 0.000145465 0.000180324 0.000135174 0.000150836 0.000243057 0.000196224 0.000191577 0.000114037
threshold=-0.24219999999999997 0.085745000000000002 -0.11739999999999999 0.10513500000000002 0.11401500000000002 -0.09547499999999999 -0.081069999999999989 -0.0023199999999999996 0.097535000000000011 0.032820000000000009 -0.0039399999999999991 -0.010764999999999999 0.094695000000000015 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 13 -7 -8 9 11 -11 -9 -13 -4
right_child=1 -3 3 -5 -6 6 7 8 -10 10 -12 12 -14 -15
leaf_value=0.0011608918490520466 -0.0013326185810600731 -0.0021740377666693966 -3.3960872188399805e-05 0.0020120968797900005 -0.0018000338694392534 0.0017413883706478769 -0.0025574855631889768 0.0019209792361630249 0.0019183077512812073 0.00040087525853417126 -0.003242951878009001 -0.0019635412909237899 0.00087833232653188346 0.0024366643841487482
leaf_weight=0.0018450695793032585 0.0016749008828803895 0.0011002815965530299 0.0010029147873246132 0.0010128871600175232 0.0014627028991189431 0.0012380971427869017 0.0011832332760561151 0.0016002334800473972 0.0010115685824590055 0.001193849602637409 0.0013576569544654638 0.0017069935234182432 0.0015898194705245283 0.0018335809450658602
leaf_count=317 266 333 148 217 438 239 629 367 209 167 191 189 111 89
internal_value=0 -0.000132869 -7.18042e-06 0.00012991 4.32617e-06 0.00019672 -0.000159462 -0.000403509 -0.000102254 -0.000376661 -0.00153801 0.000228434 -0.000593107 0.00156311
internal_weight=0 0.0189687 0.0178684 0.0161935 0.0151807 0.0137179 0.0108815 0.00964335 0.00846012 0.00744855 0.00255151 0.00489705 0.00329681 0.0028365
internal_count=3910 3593 3260 2994 2777 2339 2102 1863 1234 1025 358 667 300 237
is_linear=0
shrinkage=0.00589082


Tree=1811
num_leaves=26
num_cat=0
split_feature=1213 160 1374 475 15 39 4 38 3 12 43 42 159 133 42 52 49 12 15 43 0 52 0 3 15
split_gain=0.000548533 0.000462215 0.000365017 0.000328056 0.000440734 0.000316055 0.000270457 0.000367997 0.000475868 0.000405772 0.00032085 0.000354366 0.000303127 0.000303513 0.000295035 0.000354704 0.000285317 0.000290089 0.000297471 0.000223519 0.000195975 0.000373308 0.000194196 0.000147678 0.00010353
threshold=-1.0000000180025095e-35 -0.40446999999999994 0.087785000000000016 -1.0000000180025095e-35 -0.0089749999999999986 -1.0000000180025095e-35 0.24280000000000004 1.0000000180025095e-35 0.13772500000000001 -1.0000000180025095e-35 0.098320000000000005 -0.09602999999999999 0.081445000000000017 0.089845000000000022 0.085195000000000007 -0.087094999999999992 -0.018544999999999996 0.092475000000000016 -0.15202999999999997 0.0016850000000000001 -0.19631499999999999 -0.066329999999999986 -0.017269999999999997 -0.078884999999999997 -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
left_child=-1 -2 3 4 -3 -5 7 8 9 22 11 -11 13 14 15 -13 -8 18 -18 20 21 -17 -7 -16 -22
right_child=1 2 -4 5 -6 6 16 -9 -10 10 -12 12 -14 -15 23 19 17 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=-0.00087072305266062619 -0.00091199633398616185 -0.0008756638535996436 -0.0007837192036437233 -0.00054357248858253747 0.00018837651366077169 0.00024763231393143425 0.0010914652320086564 -0.00072084521077111293 0.00080343126806702828 -0.00075022035021468387 -0.00078949371548603343 -0.00061519117788754851 -0.00065617342049177532 -0.00054784082744103264 0.0002873695155923532 -0.00017657454636127529 0.00085019688379855377 -0.0002464481527739547 -8.7163669408010406e-05 0.00066444091357345178 5.910764611256526e-05 0.00077179351480178746 0.00099011730004978189 0.00085954343410158903 -0.00053648900780072894
leaf_weight=0.0014175094677221214 0.0010154252104330177 0.0015827188212187288 0.0010046574022417589 0.0013415212511237997 0.0014744457232572219 0.0017391610234226418 0.0010429007212134911 0.0010611424540609695 0.0018454599131465512 0.0010782213906282119 0.0010156459438788448 0.0012841912512047268 0.0010105919692828267 0.0011480143744096458 0.0019854224729554115 0.0017050900255526358 0.0019223490292253342 0.0014090180350256887 0.0010140819012320881 0.0015007678687268822 0.0010758078919370726 0.0015571898362871598 0.0011458432222586313 0.0015952281168636348 0.0012227354387433125
leaf_count=592 273 343 87 65 205 143 96 45 73 126 198 106 174 383 163 25 207 65 57 46 72 30 43 109 184
internal_value=0 1.84617e-05 4.73001e-05 7.35896e-05 -0.000362486 0.00012004 0.00015258 8.363e-05 0.000124457 5.87295e-05 -2.75407e-05 2.34955e-05 8.2724e-05 0.000139837 0.000206032 6.17685e-05 0.000433718 0.00027586 0.000526484 0.000184878 5.54518e-05 0.000276112 0.000542527 0.000542281 -0.000257727
internal_weight=0 0.0337776 0.0327622 0.0317575 0.00305716 0.0287004 0.0273589 0.0219705 0.0209094 0.0190639 0.0161789 0.0151633 0.014085 0.0130744 0.0119264 0.00834578 0.00538835 0.00434545 0.00293643 0.00706159 0.00556082 0.00326228 0.002885 0.00358065 0.00229854
internal_count=3910 3318 3045 2958 548 2410 2345 1920 1875 1802 1616 1418 1292 1118 735 463 425 329 264 357 311 55 186 272 256
is_linear=0
shrinkage=0.00140032


Tree=1812
num_leaves=15
num_cat=0
split_feature=150 151 4 16 49 42 403 47 15 15 16 151 3 0
split_gain=9.18691e-05 0.000132782 0.000138039 0.000122054 0.000128861 0.000106889 0.000155554 0.000115956 0.000132897 0.000140984 0.000140596 0.000101051 0.000133927 7.86258e-05
threshold=0.082085000000000019 -0.03268999999999999 0.40359500000000004 -0.38486499999999996 -0.0090499999999999973 0.091955000000000023 0.03138500000000001 0.10783500000000001 -0.07142999999999998 1.0000000180025095e-35 0.057390000000000004 -0.051109999999999996 0.097615000000000021 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6 10 -10 -2 -13 -12
right_child=11 2 -4 4 5 -7 -8 -9 9 -11 13 12 -14 -15
leaf_value=-0.001859800703828551 0.0018485319302262086 -0.0020780560086412114 0.0015664159767868736 0.0018008953126502295 -0.0023370199534348893 -0.0017283814637912415 0.0016966716750724882 0.001237303686092909 0.002048513393787886 -0.0018978603023705619 -0.0017280663551605916 -0.001577882081135141 0.0014907893517693287 0.00063330507478504016
leaf_weight=0.0016657912881114919 0.0018841983121433148 0.0012446313582732396 0.0017801914617324452 0.0012499828956178986 0.0014940459679657469 0.0016215591575832545 0.0016286545731299049 0.0013515164770099286 0.0012638813925436847 0.0013730918924504121 0.0010476878869205286 0.001107669616952702 0.0010318863269112022 0.0010711683729676125
leaf_count=317 321 152 290 90 449 600 271 83 119 775 215 150 42 36
internal_value=0 -0.000217515 -3.66591e-05 -0.000250486 -6.2523e-05 -0.000277168 -2.22148e-05 -0.000390499 -0.000742506 -0.000241589 0.00043071 0.000813557 -9.78927e-05 -0.000534297
internal_weight=0 0.0167922 0.0151264 0.0133462 0.0121016 0.0108516 0.00923005 0.00760139 0.00624988 0.00475583 0.00338274 0.00402375 0.00213956 0.00211886
internal_count=3910 3397 3080 2790 2638 2548 1948 1677 1594 1145 370 513 192 251
is_linear=0
shrinkage=0.0061288


Tree=1813
num_leaves=27
num_cat=0
split_feature=1213 1456 402 151 4 11 14 47 3 16 1 2 1 123 13 0 4 49 2 0 2 13 52 16 43 1
split_gain=0.000573539 0.000434556 0.000351739 0.000317157 0.000320676 0.000460381 0.000355763 0.000450888 0.000254821 0.000307232 0.000374625 0.0003715 0.000391699 0.000317953 0.000282234 0.000240842 0.000368863 0.000232502 0.000261265 0.000181277 0.000172903 0.000416367 0.000217607 0.000212177 0.00030484 0.000207105
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.099740000000000009 -0.27336999999999995 0.27020000000000005 0.079700000000000007 -0.46637499999999993 0.096475000000000019 -0.12008499999999998 -0.30307999999999996 0.094695000000000015 0.10362500000000001 0.090475000000000014 0.092515000000000014 0.15641500000000003 -0.035699999999999989 -0.034289999999999994 -0.045004999999999996 0.113945 -0.10071499999999999 0.098195000000000018 -0.084084999999999979 0.086950000000000013 -0.083564999999999987 -0.089604999999999976 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
left_child=-1 -2 3 -3 5 8 -6 -8 14 -10 11 12 20 15 -5 16 -12 -18 19 -19 21 -11 23 25 -25 -23
right_child=1 2 -4 4 6 -7 7 -9 9 10 13 -13 -14 -15 -16 -17 17 18 -20 -21 -22 22 -24 24 -26 -27
leaf_value=-0.00089960837779421842 -0.00072677178639373179 -0.00073014041478177685 0.00088868488436678536 0.00079637794428003776 -0.00021558691452704947 -0.00092369434800495588 0.0011502414899467888 8.7065522480979028e-06 -0.00056131474659174799 -0.00070966012579093602 -0.00043546781397761197 -0.00081669326302797642 -0.00081080646895780766 -0.00046226063013407641 -0.00010718732592692114 0.00090332162666433176 0.00088080946951292266 0.0008894705724660024 -0.00039804415495425837 9.5043559141801522e-05 0.00062095152741309281 0.00095431016026213103 -0.0003993091193810571 0.00059857783382847045 -0.00037808121799955813 0.00010750923583977825
leaf_weight=0.0014318323510863753 0.0015049404632731097 0.0010764968095784413 0.0010085309120909927 0.0017585108492283929 0.0012419729812014335 0.0010568545967202794 0.0017734480173679989 0.0011726717847096724 0.0019106200860407518 0.0013974922003842632 0.0012880455614023845 0.0014176160675486446 0.0011707133257603539 0.001082582890979733 0.0011774840081715254 0.0013865841520679378 0.0015504563242398905 0.0011164795999967225 0.0010037173935728561 0.0012332719260972347 0.001022335582903322 0.0013656958862331651 0.001186801661461151 0.0010762727807048112 0.0016538890528624197 0.001036359809827303
leaf_count=592 332 96 138 70 65 166 313 44 107 292 118 183 152 39 37 82 99 39 30 72 82 72 284 87 277 42
internal_value=0 2.34005e-05 5.84997e-05 3.16267e-05 5.88887e-05 -4.24255e-07 0.000425576 0.000695866 3.88657e-05 -1.41104e-05 3.81952e-05 -0.000132792 -3.49563e-05 0.000261815 0.000434002 0.000365248 0.000244756 0.000423421 0.00021195 0.000472514 6.89816e-05 -4.14706e-06 0.000151882 0.000279342 6.93316e-06 0.00058896
internal_weight=0 0.0336698 0.0321649 0.0311564 0.0300799 0.0258918 0.00418809 0.00294612 0.0248349 0.0218989 0.0199883 0.0113272 0.00990956 0.00866114 0.00293599 0.00757855 0.00619197 0.00490393 0.00335347 0.00234975 0.00873885 0.00771651 0.00631902 0.00513222 0.00273016 0.00240206
internal_count=3910 3318 2986 2848 2752 2330 422 357 2164 2057 1950 1471 1288 479 107 440 358 240 141 111 1136 1054 762 478 364 114
is_linear=0
shrinkage=0.00142833


Tree=1814
num_leaves=27
num_cat=0
split_feature=1213 160 1456 2 11 376 13 52 4 0 453 4 15 43 16 48 0 51 52 131 2 0 1 0 1 4
split_gain=0.000543899 0.000448472 0.000361609 0.000316533 0.000333131 0.000293139 0.000349376 0.000413418 0.000395983 0.000364632 0.000288333 0.000269031 0.000406432 0.000291325 0.000280422 0.000300961 0.000250533 0.000280786 0.000197195 0.000190017 0.000427462 0.000391552 0.000331858 0.000725782 0.000293888 4.73109e-05
threshold=-1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 0.14808000000000002 0.088315000000000018 0.11605500000000001 -0.083514999999999992 0.10433000000000002 -0.34687499999999999 -0.017269999999999997 1.0000000180025095e-35 0.26048500000000002 -0.095799999999999982 0.11352500000000001 -0.08286499999999998 0.086870000000000017 -0.230625 0.086360000000000006 -0.069134999999999988 0.097135000000000013 0.081615000000000007 -0.10071499999999999 0.085990000000000011 -0.083564999999999987 0.10752500000000002 -0.088304999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 16 12 -4 14 -14 -16 18 19 -10 20 21 -18 23 -22 -24 -9
right_child=1 2 3 -5 -6 -7 7 25 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 22 -23 24 -25 -26 -27
leaf_value=-0.0009179576188750705 -0.00094277000472529459 -0.00071947494625735958 -0.00059804685465386631 0.00075406868746930825 -0.00062695268368084226 -0.00067448891758383866 -0.00085329092112639525 0.00085337852920474569 -9.6201495086114265e-06 0.00067075686461941448 -0.00077087018969706307 0.0010336829403367847 0.00070299288735952347 0.0010224934973622204 -0.00049799462729079643 0.00051402832537732299 -6.7463388144848213e-05 -0.00083892535752441396 0.00091377052005081161 0.000563118317615926 -0.0012014195787132338 -0.0011352707456188111 0.00098135806826355225 0.00034655008906942929 -1.9472177856793809e-05 0.00040479465309774232
leaf_weight=0.0014567957011169383 0.0010570611811050725 0.0013244620960203143 0.0010364131434347779 0.0014387306471070884 0.0015648794563478665 0.0010993086221193485 0.0013384802140023943 0.0010188465975602412 0.0010117269864489131 0.0015589722092084904 0.0012404064813180691 0.0011565432642680479 0.001680150140936032 0.0013300325371554678 0.001542796841434102 0.0011199795069451457 0.001676576012954456 0.0010558331017982434 0.0010313224167717234 0.0010559950012337125 0.0010364897961696986 0.0013845952639699455 0.0014251462586951646 0.0018857820431220388 0.0011880169856831324 0.0010586883467565969
leaf_count=592 273 283 106 162 134 24 135 15 20 102 54 133 119 40 256 38 28 102 53 124 251 301 57 305 52 151
internal_value=0 9.68408e-06 4.08929e-05 7.34468e-05 4.02491e-05 7.76287e-05 0.000108442 -7.56612e-07 -7.77037e-05 -1.0948e-05 -8.69033e-05 0.00037175 0.000257648 0.000413978 0.000227618 -7.23318e-05 -2.03702e-05 -0.000111352 0.000456503 -3.1768e-05 -0.000104843 -0.000550442 0.00014158 -0.000202494 0.000526353 0.000624785
internal_weight=0 0.0333172 0.0322602 0.0309357 0.029497 0.0279321 0.0268328 0.0189669 0.0168893 0.0155509 0.0139919 0.00786592 0.00670937 0.00567296 0.00434293 0.00266278 0.0127515 0.0107084 0.00204305 0.0096526 0.00859661 0.00306117 0.00553544 0.00292227 0.00261316 0.00207753
internal_count=3910 3318 3045 2762 2600 2466 2442 1750 1584 1449 1347 692 559 453 413 294 1293 1220 73 1118 994 329 665 556 109 166
is_linear=0
shrinkage=0.00148603


Tree=1815
num_leaves=17
num_cat=0
split_feature=12 475 15 0 4 2 47 3 1 0 16 48 1 3 0 2
split_gain=9.39452e-05 9.95474e-05 0.000183384 0.000135364 0.000162338 0.000159968 0.000158983 0.000253343 0.000192134 0.000216209 0.000236044 0.000221959 9.42188e-05 9.07776e-05 0.000150636 6.21449e-05
threshold=0.11655500000000001 -1.0000000180025095e-35 -0.0058549999999999991 -0.017269999999999997 -0.08422499999999998 0.093070000000000014 0.087850000000000025 0.090325000000000003 0.088010000000000019 -0.15517999999999996 -0.078844999999999985 0.085090000000000013 0.11368000000000002 0.084925000000000014 -0.084074999999999997 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 8 12 13 11 -11 -10 -8 14 -6 -7
right_child=-2 3 -4 5 6 15 7 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0029820869865635488 -0.001681700264872755 -0.0021522259871540645 0.00062017970858434213 0.0031118058093459857 -0.0023115338689524241 -0.0006993850182672529 -0.00078385977594677453 -0.0030033902378457976 0.0021708277535369457 0.0041358446375388894 0.00065627935288956941 -0.0013809228296387565 0.0016526945409385998 0.0010829462670031947 0.00037235529406087786 0.0012830413034335166
leaf_weight=0.0010192456453027125 0.0011587698318354369 0.0011979625849000185 0.0010216540292757861 0.001157258393114177 0.0014895970541126567 0.0010557053817087034 0.0013037742646323245 0.0013267613097758257 0.0010718957908684365 0.0014621343887878668 0.0013572601055547029 0.0015593894407004427 0.0010222137624105385 0.001073603951833535 0.0015310001556033967 0.0012431978385721854
leaf_count=426 187 460 183 122 639 63 201 66 93 277 332 49 83 50 589 90
internal_value=0 7.82837e-05 -0.00117883 0.000222003 -3.43684e-05 0.00128984 0.000157872 -0.000908179 0.000565841 0.00130468 0.00246078 6.59391e-05 0.000286945 -0.000417792 -0.000951195 0.000372669
internal_weight=0 0.0198927 0.0020409 0.0178518 0.0143956 0.00345616 0.0131976 0.00365275 0.00954488 0.00545068 0.00281939 0.00263129 0.00232599 0.0040942 0.0030206 0.0022989
internal_count=3910 3723 609 3114 2839 275 2379 350 2029 751 609 142 284 1278 1228 153
is_linear=0
shrinkage=0.00600863


Tree=1816
num_leaves=26
num_cat=0
split_feature=1213 1456 2 128 376 159 0 4 52 13 3 48 0 47 1 0 160 156 13 4 16 3 2 47 13
split_gain=0.000440368 0.000332919 0.000268137 0.000346942 0.000263478 0.000278224 0.000316431 0.000302895 0.000474791 0.000788342 0.000322252 0.000280023 0.000323071 0.000357519 0.000453245 0.000442475 0.000447933 0.000270861 0.000295943 0.000352309 0.000246493 0.000208364 0.000158481 0.000124687 3.17073e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.086435000000000012 0.11605500000000001 -0.034019999999999988 -0.07773999999999999 -0.23071499999999998 0.09716000000000001 -1.0000000180025095e-35 -0.100615 0.12862000000000004 -0.083424999999999985 1.0000000180025095e-35 0.11287500000000002 -0.230625 0.087825000000000014 0.080810000000000007 -0.083514999999999992 -1.0000000180025095e-35 -0.53257999999999994 -0.074679999999999983 0.086915000000000006 0.09252500000000001 -0.032264999999999995
decision_type=2 2 2 2 2 2 2 2 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 11 8 9 -8 -9 12 13 14 15 -7 17 18 22 -20 -15 -12 -17 -22 -23
right_child=1 2 -4 -5 -6 6 7 10 -10 -11 21 -13 -14 20 -16 16 -18 -19 19 -21 23 24 -24 -25 -26
leaf_value=-0.00090851443838609047 -0.00074697726196837843 -0.00051735472350267935 0.00077154931717009982 -0.00086514300067397733 -0.00070151313547993192 0.00092809434949352187 0.0007051775980935393 0.0013106510322899619 0.00073846260920189949 -0.0010480436143990946 -0.00017621615605486777 -0.00078609217106145055 -0.0007277659583166525 0.00030518101594587756 0.0012774556812573396 0.00036613788561053141 -0.00084635002362261954 -0.00048704970989538648 0.00049400869662335578 -0.000570891293776576 -0.00024103967877058398 0.00048080931806909657 0.0012253035071721043 -0.0010006294683023742 0.00087180823538402462
leaf_weight=0.0012934847114192396 0.0013111229405387273 0.0017069937789496994 0.001278355918351611 0.0010302553235196762 0.0010659380308963564 0.0015736920826778765 0.0010759453724293877 0.0013531407413573948 0.001678190734075713 0.0015663452759664409 0.0010668214709388391 0.0010338836406424958 0.0011818364430685449 0.0010266767945772415 0.0010101860335727251 0.0010912656346906153 0.0012678755232689576 0.0012332862267844386 0.0017560229496096334 0.0013796143767956254 0.001039083613909946 0.0010020031434817694 0.001045413925823413 0.0011131712413546546 0.0010629128376379582
leaf_count=592 332 349 164 173 24 57 42 110 30 159 229 45 320 28 121 88 142 160 172 104 59 131 85 102 92
internal_value=0 3.06586e-05 6.50585e-05 3.32134e-05 6.70782e-05 9.82715e-05 0.000141064 0.00038049 8.24944e-05 -0.000334129 0.000667562 7.22511e-06 6.29522e-05 0.000131989 0.000273974 0.000165524 1.11463e-05 0.000178264 0.000333892 2.54751e-05 -0.000330617 0.0003897 0.000786502 -0.000633908 0.000682076
internal_weight=0 0.03095 0.0296389 0.0283606 0.0273303 0.0262644 0.0245574 0.00880536 0.00432048 0.00264229 0.00448488 0.015752 0.0147181 0.0135363 0.0103574 0.00934717 0.00777348 0.0065056 0.00527232 0.00313564 0.00317893 0.00313174 0.00213668 0.00215225 0.00206492
internal_count=3910 3318 2986 2822 2649 2625 2276 793 231 201 562 1483 1438 1118 929 808 751 609 449 276 189 452 173 161 223
is_linear=0
shrinkage=0.00157699


Tree=1817
num_leaves=16
num_cat=0
split_feature=2 50 158 48 4 40 3 42 133 3 15 2 4 1 0
split_gain=8.21486e-05 0.000154949 0.000149731 0.000132141 0.000160539 0.000117297 0.000187286 0.000156061 0.000172321 0.000174609 0.000144296 0.000155636 0.000124559 0.000116101 6.80411e-05
threshold=0.14073000000000005 0.088425000000000017 0.084965000000000027 0.11930500000000001 0.27020000000000005 -1.0000000180025095e-35 0.10420500000000001 -0.089024999999999979 0.086975000000000011 -0.11266 -0.053579999999999996 0.090695000000000012 -0.084009999999999987 0.10444500000000001 0.039665000000000006
decision_type=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 14 11 -11 -12 -8 -9
right_child=-2 -3 -4 -5 -6 6 13 8 -10 10 12 -13 -14 -15 -16
leaf_value=-0.0016050927344859716 0.0018145792135301477 -0.0022629183722694935 -0.0025848983274024419 -0.0022134768910064139 0.0024811911536517964 0.0023279746066501425 0.0040713283328585158 0.00053762160282847405 -0.0031659959642450354 -0.00075904416847918704 0.00017362370136809284 0.0027312345887055439 -0.0030475726915737879 0.00060890190731775805 0.0031850400643962432
leaf_weight=0.001801115264172066 0.0012319241023060123 0.0016795816178010277 0.0010774552229501138 0.0011091066154781939 0.0017694360070335631 0.0013309506844840372 0.0010759331262946157 0.0010699236547423155 0.0010380232340202475 0.0019593676453368283 0.0010222909263450366 0.001054146141916068 0.0017404308191848209 0.0010047209018384518 0.0010147806112517088
leaf_count=196 228 642 367 87 241 284 44 80 510 233 185 98 559 54 102
internal_value=0 -0.000134935 6.28837e-05 0.000230796 0.000401499 0.000140731 0.000396156 -1.12756e-05 -0.00036114 9.23672e-06 -0.000646567 0.000461877 -0.00185563 0.00239937 0.00182632
internal_weight=0 0.0197473 0.0180677 0.0169902 0.0158811 0.0141117 0.0123106 0.0102299 0.00889896 0.00786094 0.00577624 0.00301351 0.00276272 0.00208065 0.0020847
internal_count=3910 3682 3040 2673 2586 2345 2149 2051 1767 1257 1075 331 744 98 182
is_linear=0
shrinkage=0.00732449


Tree=1818
num_leaves=29
num_cat=0
split_feature=1213 160 14 38 124 4 13 2 484 50 48 40 52 39 47 0 457 3 1 2 0 12 16 52 52 1 1 2
split_gain=0.000499961 0.000493215 0.000404499 0.00036698 0.000497021 0.000574397 0.000538597 0.00042528 0.000372438 0.000452491 0.000743333 0.000507997 0.00034465 0.000501312 0.000404802 0.00045716 0.000538116 0.000456382 0.000321114 0.000317214 0.000510027 0.000515057 0.000374546 0.000252778 0.000496263 0.000433684 0.000171326 0.000110339
threshold=-1.0000000180025095e-35 -0.40446999999999994 0.077685000000000018 0.10386000000000002 -0.048219999999999992 -0.51381999999999983 -0.26418499999999995 0.10045500000000002 -0.0043499999999999988 0.10030500000000002 0.12675000000000003 -0.055059999999999991 -0.40083499999999994 0.005105000000000001 0.10887000000000001 -0.10783 -0.0015249999999999997 -0.12008499999999998 0.11198000000000001 0.094010000000000024 -0.07773999999999999 0.086935000000000012 -0.083564999999999987 -0.077699999999999977 -0.066329999999999986 0.087545000000000026 0.093170000000000017 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
left_child=-1 -2 3 4 26 -6 7 -7 -8 10 11 -10 -13 14 15 16 -14 27 23 20 21 22 -19 -18 -25 -26 -3 -17
right_child=1 2 -4 -5 5 6 8 -9 9 -11 -12 12 13 -15 -16 17 18 19 -20 -21 -22 -23 -24 24 25 -27 -28 -29
leaf_value=-0.00084891821735334479 -0.00096803007854525671 0.00036832000899134613 -0.00075695573279799787 -0.00074152048966701523 -0.00086295336951434422 2.2584975619814251e-05 -0.00056249800864962359 0.0011980448362195804 -0.00090942119953297022 0.00084635346162609986 -0.0011547433724105349 -0.00049909120696031543 -0.00033551158577205541 0.0011805866292176213 -0.00069156902095881179 0.00022050400748809787 0.0011578869299337237 0.00069864787145006439 0.001402965021892323 -0.00090692132495810045 0.0006138544800019691 -0.0011032920665382685 -0.00042633684978468975 -0.00052796174318735093 -3.001815614096698e-05 0.0012341626827534202 0.0011905768231523254 0.00086708334188060341
leaf_weight=0.0014507906580027699 0.0010321610338907125 0.0010480325576514007 0.0012557565992109545 0.0010996177647024643 0.0013504994050448317 0.0010917615241726178 0.0019838551989459904 0.0016267133726977079 0.0010039935446780049 0.0015857634306265514 0.0010514194566280102 0.001580049007827984 0.0013324707638560085 0.0010639903848957957 0.0011330153538917634 0.0010621257542475651 0.0010143089683456452 0.0010492504462584762 0.0010939345762546182 0.0011142813999793222 0.0016860201767800367 0.0012782699415432031 0.001565179066458742 0.0010068184142255632 0.0010054237828254061 0.0013485100587642407 0.0011048758910048306 0.0011854102853929849
leaf_count=592 273 43 97 52 49 41 520 95 107 106 67 290 33 35 37 51 26 64 27 176 144 366 207 15 52 62 226 57
internal_value=0 2.39998e-05 5.43644e-05 8.5746e-05 0.000114748 6.49618e-05 0.000109938 0.000725971 4.33349e-05 9.52292e-05 4.00202e-05 0.000101229 0.000153214 0.000210668 0.000149514 0.00021005 0.0004947 -6.49671e-06 0.000696974 -0.000197241 -5.54914e-05 -0.000345401 2.51539e-05 0.000520448 0.000328063 0.0006942 0.000790303 0.000561527
internal_weight=0 0.0347535 0.0337213 0.0324656 0.031366 0.0292131 0.0278626 0.00271847 0.0251441 0.0231602 0.0215745 0.0205231 0.0195191 0.017939 0.016875 0.015742 0.00680147 0.00894054 0.005469 0.006693 0.00557872 0.0038927 0.00261443 0.00437506 0.00336075 0.00235393 0.00215291 0.00224754
internal_count=3910 3318 3045 2948 2896 2627 2578 136 2442 1922 1816 1749 1642 1352 1317 1280 215 1065 182 957 781 637 271 155 129 114 269 108
is_linear=0
shrinkage=0.00145689


Tree=1819
num_leaves=27
num_cat=0
split_feature=1213 160 52 14 3 376 39 1 48 484 13 13 457 0 52 52 13 52 2 2 4 13 13 42 16 47
split_gain=0.000549729 0.000403488 0.000381463 0.000331256 0.00029467 0.000331682 0.000388711 0.000438 0.000435449 0.000370409 0.000374033 0.000543086 0.000492732 0.000430901 0.000514953 0.000503282 0.000325261 0.000632572 0.000438822 0.000322603 0.000313286 0.000267965 0.000236803 0.000231092 0.000173767 9.20929e-05
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.42985499999999993 0.077685000000000018 0.30601500000000009 0.11605500000000001 0.005105000000000001 0.086245000000000002 0.12649500000000002 -0.0043499999999999988 0.16421000000000002 0.076210000000000014 -0.067474999999999993 -0.15291499999999997 0.11401500000000002 -0.066329999999999986 -0.091849999999999987 -0.07984999999999999 0.097940000000000013 0.085255000000000011 -0.083329999999999987 0.24813000000000004 -0.13934999999999997 0.085195000000000007 -0.19424999999999998 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
left_child=-1 -2 -3 4 5 6 8 -8 9 -4 11 12 -11 15 16 -14 18 23 22 20 -19 -12 -15 -18 -17 -9
right_child=1 2 3 -5 -6 -7 7 25 -10 10 21 -13 13 14 -16 24 17 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0009434488951252357 -0.00092026896505745519 -0.00079928377713909702 -0.00064127456525809028 -0.00068102285599407422 0.00081090742805256359 -0.00074355868024159836 -0.00011476812302649375 0.0012774925527200204 -0.00070617329327283109 -0.00081491091885340392 -0.00101741458484894 0.0010826166628531914 -7.0067402619323235e-05 -0.00032007043867555795 -0.00094770042064926401 0.00058972059642837561 0.00011466414696779443 0.00042897955354196917 0.0012054437574298921 -0.00089721367878781925 -0.0005604730571842167 6.7790251202047146e-05 0.00061598705604865847 0.0010162845218961692 0.0013767001049667597 0.00065557132182670784
leaf_weight=0.0014436705717088679 0.0010343474149776257 0.0011948042048526 0.0014746517402066108 0.001282838656253781 0.0013015403538903505 0.0010977790315808969 0.0013167409208203465 0.0011850645361143469 0.0016831082141717238 0.0011678449158361017 0.001024499281536694 0.0015136380541251595 0.0015062050069900579 0.0012781267176187328 0.0010618086103915689 0.0011525916125281199 0.0013096493321600403 0.0014708668916196821 0.001360672533638585 0.0016861722827997694 0.0014699368741235754 0.0010674582219598605 0.0012075681448404617 0.0013028467589801807 0.0014625925639393132 0.0010160333875408323
leaf_count=592 273 345 471 89 162 30 66 266 70 87 51 61 29 34 105 57 143 107 31 423 231 44 46 32 25 40
internal_value=0 1.17527e-05 4.13288e-05 7.33148e-05 0.000105445 7.35815e-05 0.000105944 0.000576739 3.75081e-05 9.30967e-05 0.000144561 0.000211704 0.000136103 0.00020437 6.06851e-05 0.000627876 0.000157269 -3.19792e-05 0.000513464 -0.000368652 -6.55903e-05 -0.00046367 0.000134673 0.0005643 0.00102985 0.000990412
internal_weight=0 0.0336294 0.032595 0.0314002 0.0301174 0.0288159 0.0277181 0.00351784 0.0242002 0.0225171 0.0210425 0.0189505 0.0174369 0.016269 0.0121476 0.00412139 0.0110858 0.00723947 0.00384637 0.00462698 0.0029408 0.00209196 0.00248569 0.0026125 0.00261518 0.0022011
internal_count=3910 3318 3045 2700 2611 2449 2419 372 2047 1977 1506 1411 1350 1263 1152 111 1047 936 111 761 338 95 80 175 82 306
is_linear=0
shrinkage=0.00151575


Tree=1820
num_leaves=27
num_cat=0
split_feature=1429 1213 151 4 38 483 150 160 39 13 12 50 4 3 47 14 0 0 3 3 2 457 3 0 16 48
split_gain=0.000407912 0.000430838 0.00037747 0.00053221 0.000454645 0.000416612 0.000455935 0.000343409 0.00027974 0.000409041 0.000358259 0.000272319 0.000336267 0.000264343 0.000238462 0.000570906 0.000229882 0.000355413 0.000510493 0.000545958 0.000336236 0.000357831 0.000334638 0.000181704 0.00015213 0.000149128
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.27020000000000005 1.0000000180025095e-35 0.085195000000000007 -0.097334999999999991 -0.217635 -1.0000000180025095e-35 -0.23438999999999996 -1.0000000180025095e-35 0.10030500000000002 -0.23071499999999998 -0.115685 0.096475000000000019 -0.45687499999999998 -0.070894999999999986 -0.10071499999999999 -0.082139999999999977 -0.089974999999999986 0.083715000000000026 0.093295000000000003 -0.100615 -0.017269999999999997 -0.19424999999999998 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 12 13 -12 15 -5 17 20 19 -19 24 25 -18 -11 -14 -22
right_child=1 2 3 14 -6 -7 7 8 9 10 11 -13 16 -15 -16 -17 22 18 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.0010570272785100044 -0.00086856529783970718 -0.0009551773795913425 0.00077502744168774071 -9.2041463330567755e-05 -0.00093646076383144435 -0.00090137815091333401 -0.00082528009055114803 -0.00070404183200065227 0.00057727723780731839 8.9471541007425393e-05 -0.00030139309166207995 0.00051077568015995309 -8.888612015088409e-06 -0.0012109395813755862 -0.00010067825023559852 0.0012227957400013593 0.0008218972727279608 -0.0010402305483363844 -0.0013834804050704566 0.00023941516458111345 -0.00033501576329466546 0.00017573995150556973 -0.00016599358065343635 0.00082486320989978387 0.00068851752467742936 -0.0010244669479545904
leaf_weight=0.0010176270974183435 0.001595793154236815 0.0010377933158108857 0.0011556179469245356 0.001178612441074145 0.0014190439486148057 0.001285641551638613 0.0013004420962834514 0.0013527034387426076 0.0018768250569802724 0.0018466468237060552 0.0014543955501196137 0.0010443077906224082 0.0011268975427398686 0.0011008217128605112 0.0013147792995815005 0.0014371466119763926 0.0010944098019507464 0.0010630510232359398 0.0010941200626455143 0.0016981605357764273 0.0014911664460654506 0.0019714962363650557 0.0017435818297156002 0.0010242857672341189 0.001345828721184706 0.0010472197925899818
leaf_count=181 592 85 37 73 62 298 287 47 72 145 59 149 15 64 47 317 49 198 306 368 96 28 208 47 32 48
internal_value=0 -0.000157692 -0.000123835 -9.72612e-05 -0.000163799 -0.000123366 -8.46453e-05 -0.000124905 -8.59416e-05 -4.79768e-05 -0.000106225 -0.000182349 -0.000226945 -0.000693238 0.000385821 0.000630355 -0.000139822 -0.000232726 -0.000573996 -0.000253241 -4.42994e-05 -0.000271833 0.000214965 0.000351843 0.000370688 -0.000619451
internal_weight=0 0.0351008 0.033505 0.0324672 0.0285367 0.0271176 0.025832 0.0246764 0.0233759 0.0220232 0.0201464 0.0172755 0.0162311 0.00255522 0.00393054 0.00261576 0.0136759 0.0108379 0.00385533 0.00276121 0.00698261 0.00450988 0.00283799 0.00287093 0.00247273 0.00253839
internal_count=3910 3729 3137 3052 2615 2553 2255 2218 1931 1884 1812 1620 1471 123 437 390 1348 1091 872 566 219 172 257 192 47 144
is_linear=0
shrinkage=0.00140032


Tree=1821
num_leaves=24
num_cat=0
split_feature=1213 1456 14 52 403 151 43 42 123 159 160 457 1 4 13 42 3 2 52 3 4 4 2
split_gain=0.000449256 0.000404057 0.000323172 0.000325873 0.000320534 0.000321966 0.000306522 0.000424371 0.000566277 0.000349248 0.000370491 0.000450193 0.000306883 0.000391815 0.000454446 0.00042734 0.000255623 0.000292353 0.000253424 0.000223614 0.000165155 0.000156688 0.000141158
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -1.0000000180025095e-35 -0.27336999999999995 0.16180500000000003 -0.10770999999999999 0.083745000000000014 -0.034019999999999988 0.087825000000000014 0.088175000000000017 0.11215000000000001 -1.0000000180025095e-35 0.16421000000000002 0.08110500000000001 -0.100615 0.084065000000000015 -0.044539999999999989 -0.078669999999999976 -0.078484999999999985 0.25367000000000006 0.10869000000000002
decision_type=2 2 2 2 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 9 -9 12 -12 13 14 16 22 -11 -18 -14 -19 -21 -20 -15
right_child=1 2 -4 4 5 6 -8 8 -10 10 11 -13 18 15 -16 -17 17 19 21 20 -22 -23 -24
leaf_value=-0.00088095447902605535 -0.00077936954461673249 -0.00074701218061089204 -0.00072249097302080499 -0.00071663206890300432 -0.00067596033627880924 -0.00047814667094462385 -0.00048488936308117955 -0.00044640880225560128 0.0011672172117135054 0.0010874833818380102 -0.00081955329719781539 0.00031987151710486696 0.0013219749903290111 -0.00018959593398362829 -0.00048537147361954789 0.00053641594399518188 0.00088611134168096897 -0.00042733907868204487 6.2273626881247899e-05 -5.197578913182775e-05 0.00072976960898937381 0.00080102237608666266 -0.00085663668185855207
leaf_weight=0.0013208283615495217 0.0013903916317231152 0.0010360035198984921 0.0011789709026634445 0.0010179250445699331 0.0010441195607455702 0.0018477148987249272 0.0015049784750974507 0.0016912554915713409 0.0014311308425705707 0.0016211604002798101 0.0014429177309066557 0.001631633842784197 0.0011019430852758916 0.0018871169842822446 0.0010334994199432401 0.0014894918133059182 0.0018776680175003327 0.0010178653344912374 0.0011492671983717164 0.0010291458400466524 0.0014205159098330629 0.0014141472642081876 0.0011142244353727904
leaf_count=592 332 290 92 557 76 117 196 271 249 55 141 44 87 105 37 92 110 155 40 54 60 128 30
internal_value=0 3.76572e-06 4.00822e-05 7.12952e-05 0.000101826 0.000132971 0.000165829 0.000206295 0.000262871 0.000201011 0.000257949 -0.000214872 0.000347928 0.000236982 0.000434178 -0.000114297 0.000570599 0.000413831 0.000726007 0.000158091 0.000401345 0.000469816 -0.00043723
internal_weight=0 0.0313731 0.0299827 0.0288037 0.0277677 0.0267498 0.0257057 0.0242007 0.022353 0.0209219 0.0192306 0.00307455 0.016156 0.0124907 0.00799985 0.00449083 0.00696636 0.0053452 0.00366536 0.00346753 0.00244966 0.00256341 0.00300134
internal_count=3910 3318 2986 2894 2604 2047 1971 1775 1658 1409 1138 185 953 698 471 227 434 379 255 269 114 168 135
is_linear=0
shrinkage=0.00148603


Tree=1822
num_leaves=16
num_cat=0
split_feature=51 1 123 48 50 4 15 48 15 12 160 4 0 3 3
split_gain=0.000100422 0.000189475 0.000166634 0.000185262 0.000151408 0.000183853 0.000211957 0.000172259 0.000173915 0.000150372 0.000161878 0.000117249 0.000193774 0.000178647 0.000180471
threshold=-0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.28937500000000005 -0.11739999999999999 0.093225000000000016 -0.10071499999999999 0.098845000000000016 0.087825000000000014 -0.23071499999999998 -0.070174999999999987 0.086245000000000016 -0.08348499999999999
decision_type=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 -8 10 11 -10 13 14 -13
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.0017829228457966102 -0.0025968236930758175 0.0022357236481083771 0.0016409089908413161 -0.0023185410697263349 -0.0016423066183047271 0.0018621633614406901 0.0018800197596109491 0.0022544897306113719 -0.0013143162359404556 -0.0019023617696304757 -0.0019362180225518119 0.00054476670652153108 0.0024285741054622684 0.0019917015071668682 -0.0022569543880912478
leaf_weight=0.0010001931492451812 0.0010206464892092192 0.0012018825695412237 0.0016480419799974845 0.001277317355846185 0.0017738505717174958 0.0016960539991963406 0.0012327709428611973 0.0010741403361338451 0.0011902271934041628 0.0017081916176655909 0.0012321247555713288 0.0016585616444007925 0.0014420050448666968 0.0010748418540522664 0.0013266247758199692
leaf_count=145 209 157 292 100 638 174 68 94 153 283 187 632 137 49 592
internal_value=0 5.43063e-05 -8.11498e-05 -0.000241424 -7.99427e-05 0.000109152 -0.00012026 9.1449e-05 -0.000122388 -0.000378654 -5.02019e-05 0.000297036 0.000645612 1.2355e-05 -0.000700326
internal_weight=0 0.0205573 0.0193554 0.0177074 0.01643 0.0146562 0.0129601 0.0119395 0.0108653 0.00963258 0.00792439 0.00669226 0.00550203 0.00406003 0.00298519
internal_count=3910 3765 3608 3316 3216 2578 2404 2195 2101 2033 1750 1563 1410 1273 1224
is_linear=0
shrinkage=0.00566207


Tree=1823
num_leaves=27
num_cat=0
split_feature=1213 1456 151 4 14 11 47 38 124 40 13 16 52 4 2 131 13 43 1 3 2 0 15 13 52 0
split_gain=0.000517395 0.000437279 0.0003863 0.000410472 0.000599702 0.00051669 0.000428471 0.000306845 0.000373941 0.000371619 0.000466352 0.00045624 0.000292588 0.000730504 0.000223308 0.000209327 0.000259477 0.000525871 0.000238268 0.000282225 0.000199531 0.000196782 0.000184374 0.000168516 9.75139e-05 2.20137e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.27020000000000005 -0.46879999999999994 0.079700000000000007 0.096475000000000019 1.0000000180025095e-35 -0.048219999999999992 -0.061244999999999994 -0.094679999999999986 -0.38486499999999996 0.10701500000000001 -0.23071499999999998 0.097940000000000013 0.097135000000000013 -0.0024749999999999993 -0.083899999999999988 0.09112000000000002 0.090325000000000003 0.090545000000000014 -0.15517999999999996 -0.097269999999999981 -0.123625 -0.0093349999999999978 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 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 25 8 24 -10 14 -12 13 -13 23 16 17 -15 20 22 21 -18 -20 -11 -4 -6
right_child=1 2 3 4 6 -7 -8 -9 9 10 11 12 -14 15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00092330824551462053 -0.00081671095642803747 -0.00083044203239345991 0.0010722261525597204 -0.00052081942998396039 0.0013856135348153653 -0.0010472910113715295 8.1335955058538392e-05 -0.00074576125499910913 -0.00064591067456227971 -0.00018945611767873954 -0.00095212689322868717 -0.001051836360455757 0.00061436138070699079 0.00033080324082731069 0.00099233713751961379 0.00074644453977611202 -0.00021637169642658348 -0.0010319312307241592 3.1292363467081456e-05 0.0003703418460313801 0.0010035888448118443 0.00059824999816666859 -0.00085952025457415907 0.00069268334315001939 0.00040051023868705311 0.0010815146373415552
leaf_weight=0.0014403378456684093 0.0014184154164713003 0.0011218554601849498 0.0010068593661424208 0.0010233013420665182 0.001007862641776644 0.0010437411136866017 0.0012188497490738109 0.0010735894142048777 0.0017392577952264334 0.001058408077317663 0.0011532788828180112 0.0014745390466375163 0.0019579978801292216 0.0013036795071109959 0.0017479159984863379 0.0010943063803966471 0.0012931207122752753 0.0014078474032232042 0.0010197740580633052 0.0017845558694347119 0.0011052057148832894 0.0015686395933056548 0.0012195207676128916 0.0010131097911710218 0.0010609387563293984 0.0013067748715867291
leaf_count=592 332 97 117 55 87 167 44 52 85 40 62 101 298 210 93 118 44 644 19 31 85 120 63 61 40 253
internal_value=0 2.31953e-05 6.06529e-05 9.32337e-05 0.000521417 1.85526e-05 0.000823249 6.29047e-05 9.90652e-05 3.98317e-05 9.88699e-05 -1.45524e-05 5.64484e-05 -2.58647e-05 0.000585365 0.000102378 3.65228e-05 -0.00037674 0.000176755 -8.83223e-05 0.000445634 0.000230153 -0.000453845 0.000241969 0.000727584 0.00121393
internal_weight=0 0.0332233 0.0318049 0.0306831 0.00455679 0.0261263 0.00353349 0.0250825 0.024009 0.0219412 0.0202019 0.0163825 0.0152292 0.0132712 0.00381943 0.0117967 0.0107023 0.00271153 0.00799082 0.00402385 0.00396697 0.00286176 0.00223929 0.00207152 0.0020678 0.00231464
internal_count=3910 3318 2986 2889 439 2450 384 2283 2231 2074 1989 1795 1733 1435 194 1334 1216 854 362 113 249 164 82 101 157 340
is_linear=0
shrinkage=0.00154607


Tree=1824
num_leaves=29
num_cat=0
split_feature=1213 160 52 14 403 1374 484 50 2 376 150 52 151 13 4 4 0 43 42 12 15 4 16 13 2 52 0 51
split_gain=0.000564122 0.000431447 0.000357923 0.000277672 0.000263984 0.000272011 0.000328434 0.000397506 0.000361034 0.000360845 0.000308476 0.000384638 0.000440019 0.000417495 0.000524423 0.000448292 0.000778002 0.000425355 0.000254477 0.000253748 0.00030825 0.000235449 0.000201985 0.000201312 0.00017886 0.000163534 0.000154052 0.000113302
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.42985499999999993 0.077685000000000018 -1.0000000180025095e-35 0.086000000000000007 -0.0043499999999999988 0.088160000000000002 0.11203000000000002 0.11605500000000001 -0.20684999999999998 0.11401500000000002 -0.090394999999999989 -0.083514999999999992 -0.029114999999999999 -0.23071499999999998 -0.070894999999999986 -0.028814999999999997 0.087765000000000024 0.088590000000000016 -0.095799999999999982 -0.077679999999999985 -0.057604999999999996 -0.0024749999999999993 0.092635000000000009 -0.080899999999999986 -0.230625 -0.24460499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 -8 12 -12 14 -14 17 19 -15 24 20 22 -9 -17 -22 -16 -25 -27 -18
right_child=1 2 3 -5 5 -7 7 21 -10 -11 11 -13 13 15 18 16 27 -19 -20 -21 23 -23 -24 25 -26 26 -28 -29
leaf_value=-0.00088572448334305986 -0.00090297977838913856 -0.00069338597905444247 -0.00061148885886522794 -0.00057507930818110936 -0.00097886700653302609 -0.00058727695693469107 0.00095049643461353516 0.0012288953590401841 0.00021367538674056116 -0.00066764961125087249 -0.00056704206740797506 -0.00050247117384195602 0.0011947460362316652 0.00010938706628665196 -0.00032585983248253236 -0.00073261304657858378 0.0005624739642080994 -0.0011381346736577111 0.00087533266483938899 -0.00052659713919942137 -0.0001868733413127841 0.00028427270496102236 0.00011585679764815504 8.5162071041461012e-05 0.00042525025518270186 0.0011458542128403863 0.00041406040898596587 0.0011792802067057814
leaf_weight=0.0014648706826248655 0.0010030576968461094 0.0012763916359144608 0.0010115214762130001 0.0012735052215588896 0.0010487894401265607 0.0010379632809675013 0.0010271632568432656 0.0011515146006141341 0.0010231672658181368 0.0010581215561580029 0.0014013968917598865 0.0017017102411846499 0.0019213369914172773 0.00122961467939664 0.0013526021493505324 0.0010821559678430431 0.0010041712808632752 0.0010202086302299905 0.0010205194986231403 0.0013797059818674018 0.001072051159359151 0.0010108836915456712 0.001215144561263583 0.001184575688552205 0.0012394772173270341 0.0010438950568305476 0.0013404994104799948 0.0015383003977404467
leaf_count=592 273 345 547 89 378 89 17 48 67 24 131 130 48 29 102 60 27 48 87 180 108 87 36 27 99 37 52 153
internal_value=0 1.97195e-05 4.8052e-05 7.82007e-05 0.000105825 0.000130755 0.000157309 0.00020093 -0.000389969 0.000147727 0.00018561 0.000149484 0.000204829 0.000262847 0.000591827 0.000123983 0.000244195 -0.000456316 0.000271169 3.28412e-05 0.000144087 0.000787301 -0.00028382 0.000355901 3.3305e-05 0.00051894 0.000734442 0.000935667
internal_weight=0 0.0336694 0.0326664 0.03139 0.0301165 0.029105 0.028067 0.025995 0.00207196 0.0238327 0.0227745 0.0217474 0.0200457 0.0186443 0.00553394 0.0131103 0.0108605 0.00224982 0.0036126 0.00831803 0.00693832 0.0021624 0.0022973 0.00464102 0.00259208 0.00356897 0.00238439 0.00254247
internal_count=3910 3318 3045 2700 2611 2064 1975 1530 445 1395 1371 1354 1224 1093 336 757 680 77 288 500 320 135 96 224 201 116 89 180
is_linear=0
shrinkage=0.00142833


Tree=1825
num_leaves=16
num_cat=0
split_feature=14 11 3 13 12 0 1 0 12 133 2 0 2 3 3
split_gain=8.85333e-05 9.50288e-05 0.000165811 0.000122387 0.000208552 0.000420914 0.000203943 0.000169034 0.000184797 0.000149885 0.000143806 0.000215571 0.000129883 0.000107654 3.83601e-05
threshold=0.064610000000000015 0.088315000000000018 -0.15002999999999997 -0.083514999999999992 -1.0000000180025095e-35 -0.053834999999999994 0.10080500000000002 -0.070894999999999986 0.086935000000000012 0.083815000000000014 0.11230000000000001 -0.23029999999999998 0.085255000000000011 -0.010319999999999998 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 13 7 9 8 10 14 11 -6 -13 -5 -4
right_child=-2 -3 3 4 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0018031350398399889 -0.0015457483755461632 -0.0015205456314664274 -0.00028579747991384072 0.002431014055163638 0.0019683652215479303 -0.0029807422192795982 0.0021404503206255109 0.0018019701782048514 -0.001973998303130141 0.0010511163203331985 -0.0011622973281767647 0.00061610485079222619 -0.0018528763851670626 3.0971774959340689e-05 -0.0016945884080789772
leaf_weight=0.0014918698964668511 0.0010018050613098952 0.0010073944699051643 0.0010783631115574704 0.001019201849340446 0.0017335851156770055 0.001700706188830811 0.0017025073453155529 0.0010787948489023036 0.0016273982720627668 0.0018864154420528967 0.0019386399028915591 0.0013395398019155468 0.0010322492278099921 0.0010263267786892087 0.0010378292685179298
leaf_count=143 138 125 316 183 86 271 262 261 1091 372 85 172 111 143 151
internal_value=0 4.64547e-05 0.000126613 -1.08015e-05 -0.000300621 -0.000599581 0.000624017 -0.000136775 -0.000409411 -2.09975e-05 1.18662e-05 0.00056633 -0.000458444 0.00122681 -0.000976701
internal_weight=0 0.0207008 0.0196934 0.0182016 0.0124964 0.0104509 0.00570512 0.00875021 0.00767141 0.00400261 0.00604401 0.00410537 0.00237179 0.00204553 0.00211619
internal_count=3910 3772 3647 3504 2403 2077 1101 1806 1545 839 454 369 283 326 467
is_linear=0
shrinkage=0.00523088


Tree=1826
num_leaves=27
num_cat=0
split_feature=1213 1456 151 1348 14 38 124 40 13 2 48 39 43 457 133 160 0 4 42 15 1 2 1 3 2 2
split_gain=0.000515911 0.000365775 0.000289403 0.000334802 0.000810372 0.000313586 0.000380988 0.00040852 0.000408806 0.000431617 0.00046347 0.000312985 0.000430397 0.000684049 0.000401146 0.00032499 0.000649547 0.000329501 0.000361471 0.000306744 0.000416715 0.000369919 0.000214678 0.000209806 0.000178353 0.00012813
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.084620000000000015 0.077685000000000018 0.089560000000000015 -0.048219999999999992 -0.062739999999999976 -0.094679999999999986 0.097940000000000013 0.016865000000000002 0.005105000000000001 0.0041500000000000009 -0.067474999999999993 -0.036599999999999987 -1.0000000180025095e-35 -0.11208499999999998 0.25367000000000006 0.08401500000000002 -0.073314999999999991 0.094695000000000015 0.083715000000000026 0.09692000000000002 0.11818000000000002 0.090190000000000006 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 22 -8 9 10 -9 12 13 -10 -15 16 -16 18 19 20 -17 -21 -4 -11 25 -20
right_child=1 2 3 -5 -6 -7 7 8 11 23 -12 -13 -14 14 15 17 -18 -19 24 21 -22 -23 -24 -25 -26 -27
leaf_value=-0.000912606998068512 -0.00068987526001462436 -0.00072545241281661869 0.00027783571846456663 0.00089846712300399123 -0.0012405381090793458 -0.00069546476165035717 -0.00058990976890877628 0.00056003083197743442 -0.0011012939336451058 0.00052358047385129961 -0.00068712549847489484 0.0007470272529926 -0.00076820692976443223 0.00085188210002752228 0.00015478022321883464 -0.00033972686327628362 -0.0012704126516313635 0.00083968696748440929 0.0003490387389602087 -3.8869051939927711e-05 0.00084774077145094526 -0.0011598727225329837 0.0012144581677281034 0.0014180682616062705 -4.8514452994458654e-06 0.0010478434444219139
leaf_weight=0.0013739231180588942 0.0015453878491699094 0.0010282810316454274 0.0011402362513437394 0.0010554539793988229 0.001042187818682593 0.0010725505086122125 0.0019012272837459479 0.0018182486002940304 0.0010704948184242493 0.001154057329049607 0.0010311968622989109 0.0012349934397572751 0.0015745426430064094 0.0015202830747717286 0.0018673916495908216 0.0015124202342612835 0.0011356475801754815 0.0014064069823696021 0.0012514518176544032 0.0014447865740820987 0.0011479354994108348 0.0011817583136581877 0.0010272419787874451 0.0011622183984888457 0.0013585178268471498 0.0010789872013469148
leaf_count=592 332 97 52 70 88 68 134 95 178 55 41 44 297 157 42 62 422 79 127 105 21 279 202 92 118 61
internal_value=0 1.63482e-05 5.02227e-05 7.57952e-05 4.69816e-05 9.31046e-05 0.000123289 7.31159e-05 0.000125746 0.000495973 0.000108693 2.394e-05 -2.69419e-05 4.61144e-05 0.000128519 4.63609e-05 -0.000384179 0.000170893 6.61017e-05 -0.000183 0.000172662 -0.000543241 0.000721733 0.0009724 0.000423107 0.000672583
internal_weight=0 0.0337639 0.0322185 0.0311902 0.0301348 0.0290926 0.02802 0.0258526 0.0239513 0.00516572 0.00284945 0.0187856 0.0175506 0.0159761 0.0149056 0.0133853 0.00300304 0.0103823 0.00897586 0.0052869 0.00266036 0.00262654 0.00216748 0.00231628 0.00368896 0.00233044
internal_count=3910 3318 2986 2889 2819 2731 2663 2409 2275 283 136 1992 1948 1651 1473 1316 464 852 773 467 83 384 254 147 306 188
is_linear=0
shrinkage=0.00148603


Tree=1827
num_leaves=17
num_cat=0
split_feature=147 52 15 11 403 4 2 4 48 0 1 151 49 15 15 3
split_gain=8.01769e-05 0.000145032 0.000185526 0.000158839 0.000143486 0.000175117 0.000168005 0.000281015 0.000167694 0.000236167 0.000362348 0.000170486 0.000169844 0.00019948 0.000341196 0.000265397
threshold=0.08955500000000001 0.28122000000000008 -0.24219999999999997 0.080455000000000013 0.088015000000000024 -0.083329999999999987 0.106285 -0.37626499999999991 0.082070000000000018 -0.18901999999999997 0.089605000000000018 -0.0074049999999999993 -0.0057999999999999987 -0.017214999999999998 0.041585000000000004 -0.073984999999999981
decision_type=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 12 11 -11 -10 -7 15 -15 -14
right_child=-2 -3 3 -5 -6 8 -8 -9 9 10 -12 -13 13 14 -16 -17
leaf_value=0.0022274398930610469 0.0017773025129674946 -0.0023581236296109647 -0.0019065196006721726 -0.0028160911480853857 -0.0024722108573936538 -0.0032634721644420198 0.0033129235659939108 0.0021439287361352997 0.00088706395987918417 -0.00038909074921802001 0.0052386030128420682 -0.002787922301588132 0.0008073389249381121 0.0033746577418979052 -0.0019145142934839396 -0.00372313633943168
leaf_weight=0.0016575067741018993 0.001105253364759611 0.0013045099239990246 0.0014159643469779937 0.0010313498511569088 0.0010672873692785028 0.0013321757130845277 0.0013496658210536694 0.0019256838898677143 0.0012890051609351083 0.0011388276594439251 0.0010452870630304201 0.0011272399221127216 0.0010596985780263468 0.001277238034890227 0.0010658638693279848 0.0014710631199556234
leaf_count=290 152 360 121 187 300 235 64 419 44 220 201 50 392 98 604 173
internal_value=0 -0.000130975 1.99209e-05 -0.000188019 -2.43928e-05 0.000144182 0.00125771 0.000427623 -0.000339226 0.000659407 0.00230425 -0.000827411 -0.00107948 -0.000482534 0.000968643 -0.0018261
internal_weight=0 0.0205584 0.0192539 0.0175964 0.016565 0.0154977 0.00469131 0.00334165 0.0108064 0.00460036 0.00218411 0.00241625 0.00620604 0.00487386 0.0023431 0.00253076
internal_count=3910 3758 3398 3108 2921 2621 604 540 2017 515 421 94 1502 1267 702 565
is_linear=0
shrinkage=0.00690203


Tree=1828
num_leaves=17
num_cat=0
split_feature=150 484 1374 15 41 474 156 1 4 15 15 42 52 12 0 15
split_gain=8.00014e-05 0.000206172 0.000133536 0.000182075 0.000125218 0.000105944 0.000179453 0.000133172 0.000197304 0.000212286 0.000190137 0.000156028 0.000231077 0.000185993 0.000127771 0.000290748
threshold=0.084800000000000014 -0.0043499999999999988 -0.094679999999999986 -0.088379999999999986 0.078150000000000011 0.084835000000000008 1.0000000180025095e-35 0.12811000000000003 -1.0000000180025095e-35 -0.021529999999999997 -0.14487999999999998 0.086325000000000013 0.086950000000000013 0.086865000000000012 -0.10071499999999999 -0.10192499999999999
decision_type=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 -3 -10 12 13 -11 15 -12
right_child=2 4 3 -5 -6 -7 -8 -9 10 11 14 -13 -14 -15 -16 -17
leaf_value=-0.0028461049770736003 -0.0011265375269583447 0.0025356782689921341 0.0032991579765174425 0.0001168502886590779 -0.0021289824269636074 0.0018926211501183088 -0.0025351169884042556 0.0016186091305905675 0.0010832317989964229 -0.0001305023063879612 -0.0034928711197317491 -0.0020488184119005892 -0.0014511831052111377 0.0030763790266905922 -0.003617678110357141 0.00084146331475853865
leaf_weight=0.0010409457040288081 0.0010066106711352774 0.0015583147743463144 0.0011823934171771994 0.0015747744547970058 0.0010065420517523507 0.0011488853526120677 0.0010079998421012948 0.0019686129521163291 0.0011250234613119012 0.0012844506644374698 0.0010261308434027505 0.0011377010906673049 0.0014668458668602863 0.0014419816794593865 0.0010364319306605807 0.0013411052378113908
leaf_count=583 62 256 117 279 157 234 239 226 119 193 74 512 298 268 229 64
internal_value=0 -0.000200464 0.000784034 0.00148156 -3.40614e-05 0.000101598 -4.13497e-05 0.000146429 -0.000107395 0.000545809 -0.00110108 -3.58558e-05 0.000510292 0.00156558 -0.00182307 -0.00103735
internal_weight=0 0.017591 0.00376378 0.00275717 0.01655 0.0155435 0.0143946 0.0133866 0.011418 0.00688929 0.00452869 0.00533098 0.00419328 0.00272643 0.00340367 0.00236724
internal_count=3910 3452 458 396 2869 2712 2478 2239 2013 1527 486 1271 759 461 367 138
is_linear=0
shrinkage=0.0061288


Tree=1829
num_leaves=26
num_cat=0
split_feature=1213 1456 151 52 403 14 1374 38 1374 43 159 1 12 43 52 43 16 12 15 49 12 15 48 43 0
split_gain=0.000605515 0.000421165 0.000406537 0.000326902 0.00035118 0.000304498 0.000330183 0.000343139 0.000339764 0.00035595 0.000363584 0.000426455 0.000310274 0.000358796 0.000497548 0.000283704 0.000229972 0.00034044 0.000259566 0.000296582 0.00025822 0.00023175 0.00011615 6.09124e-05 5.76804e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 -0.42985499999999993 -1.0000000180025095e-35 0.078495000000000023 0.084470000000000003 1.0000000180025095e-35 -0.094679999999999986 0.25671000000000005 -0.034019999999999988 0.11198000000000001 0.10129000000000001 -0.15109999999999998 0.086950000000000013 -0.24333999999999997 -0.083564999999999987 0.088485000000000022 0.024640000000000006 -0.0090499999999999973 1.0000000180025095e-35 -0.080649999999999986 0.11930500000000001 1.0000000180025095e-35 -0.11077499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -6 10 -10 12 13 -12 16 -13 18 20 19 -15 21 -18 24 -20 -17
right_child=1 2 3 4 5 -7 -8 -9 9 -11 11 15 -14 14 -16 22 17 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=-0.00084996968214062774 -0.00068229183730416038 -0.00074237668392113381 -0.00060207269748740219 -0.00064585521242954919 -0.00046695897058514194 -0.00051847285752250609 -0.00055824086646542794 -0.00048198586060460764 -0.00024186698357838405 -0.00042256618134599495 0.0008337898473999017 0.00018422561587348141 -0.00037023812822530684 0.00074949127859527838 -0.00039759440421621354 0.001319636425649004 -0.00023539932515914358 0.00081111997191186578 0.0011043283284309226 -0.00010596041936903864 -0.0005699179175481209 0.00052106539917457298 0.00058550422957329487 0.00067512361205381293 0.00088264604609195388
leaf_weight=0.0014475234408505974 0.0014121223383964923 0.001075493410577443 0.0011639962477650164 0.0010283146713251359 0.0011492771678600624 0.0011725961405075194 0.0010448973696706712 0.0012273703891861323 0.0019150828365657726 0.0012294326878699016 0.0019700839147140927 0.0012576466796936359 0.0012668325488147262 0.0012562440776007211 0.0018786805356956751 0.0010781900008858605 0.0012977762952631677 0.001041187383517439 0.001015053040638314 0.0016101740433218581 0.0011306588249535288 0.0015442999876794841 0.0011534894046972277 0.0013302966199528754 0.0010268267907976017
leaf_count=592 332 97 283 562 53 69 88 67 297 175 61 17 78 67 132 89 69 84 29 64 168 122 59 35 221
internal_value=0 2.24042e-05 5.46463e-05 8.34223e-05 0.000111298 0.000139511 0.000168711 0.000198641 0.000233231 0.000268215 0.000307222 0.000360177 0.000255258 0.000311558 0.000226561 0.000716585 0.000341231 0.000139478 0.000535326 0.000268952 -3.65484e-05 0.000175641 0.000922053 0.000860881 0.00110647
internal_weight=0 0.032276 0.0308639 0.0297884 0.0286244 0.0275961 0.0264235 0.0253786 0.0241512 0.023002 0.0217725 0.0198574 0.0153413 0.0140745 0.0121044 0.00451615 0.0102257 0.00501392 0.00521177 0.00286642 0.00397274 0.00284208 0.00325851 0.00234535 0.00210502
internal_count=3910 3318 2986 2889 2606 2044 1975 1887 1820 1767 1592 1295 909 831 770 386 638 443 195 131 359 191 369 64 310
is_linear=0
shrinkage=0.00131955


Tree=1830
num_leaves=15
num_cat=0
split_feature=133 52 376 457 160 50 1 42 47 51 52 0 4 151
split_gain=7.84087e-05 0.000135329 0.000148336 0.000102558 0.000188098 0.000181558 0.000209018 0.000173778 0.0001697 0.000238822 0.000189013 0.000174903 0.000177284 0.000219561
threshold=0.10681500000000001 -0.27466499999999994 0.048375000000000008 0.088055000000000008 0.090735000000000024 0.10119500000000002 0.12646500000000002 -1.0000000180025095e-35 0.09252500000000001 -0.07742499999999998 0.11401500000000002 -0.069954999999999976 0.05309500000000001 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 -9 11 12 13 -11
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0014304212305235806 -0.0014749774931712783 -0.0017285704292337592 0.0020689626852738456 0.0014765876522085549 -0.002471244689156511 -0.0022526819367320195 0.0028415678392597664 -0.0016940186302405831 -0.0014500868601208688 0.0022113049765187087 -0.0011591500338896195 0.003115576366338739 0.0023294290900580865 -0.0011617326742877677
leaf_weight=0.0019038866354675983 0.0012190689227706509 0.0016145745963448447 0.0013909721439051342 0.0016183348469652461 0.0010644851818721332 0.001055677187455647 0.0010243486446061172 0.0012753794031100957 0.0015484361044975073 0.0010200186903814874 0.0011309684307377402 0.0016357909465568319 0.0018257369508435373 0.0019497498645262698
leaf_count=394 545 622 175 170 216 317 197 228 146 72 204 112 117 395
internal_value=0 6.3727e-05 0.000220421 6.70355e-05 -8.3582e-05 9.69229e-05 0.000287359 6.9337e-05 0.000348832 0.000664019 0.0010617 0.00145225 0.000884872 -3.2042e-06
internal_weight=0 0.0200584 0.0181545 0.0167635 0.0151452 0.0140807 0.013025 0.0120007 0.0103861 0.00883764 0.00756226 0.0064313 0.00479551 0.00296977
internal_count=3910 3365 2971 2796 2626 2410 2093 1896 1274 1128 900 696 584 467
is_linear=0
shrinkage=0.00589082


Tree=1831
num_leaves=28
num_cat=0
split_feature=1213 14 160 52 1456 403 376 1374 16 13 43 4 160 160 1 47 150 2 2 4 13 3 13 0 1 42 4
split_gain=0.000629654 0.000475812 0.000480114 0.000359694 0.000347137 0.000324656 0.000344397 0.000338603 0.000375678 0.000316101 0.000523546 0.000269228 0.000576615 0.00031566 0.0003385 0.000301196 0.000300406 0.000278061 0.000312445 0.000276113 0.000275749 0.000274788 0.000285177 0.000214793 0.000153108 0.000145146 3.75165e-06
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40446999999999994 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11605500000000001 -0.094679999999999986 0.41476000000000007 0.17936000000000002 -0.15109999999999998 -1.0000000180025095e-35 0.086620000000000016 0.084835000000000008 0.11198000000000001 0.084155000000000021 0.085200000000000012 0.11085000000000002 0.091525000000000009 -0.23071499999999998 -0.0058249999999999994 -0.078884999999999997 -0.0030249999999999995 -0.15517999999999996 0.095575000000000007 -0.044384999999999994 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 12 19 14 17 -16 -15 18 24 20 -12 22 -21 -23 -13 -11 -25
right_child=1 -3 3 4 5 6 -8 8 -10 25 11 13 -14 16 15 -17 -18 -19 -20 21 -22 23 -24 26 -26 -27 -28
leaf_value=-0.00096285156128669087 -0.00095013307792020558 -0.00083770043161243007 -0.00070999642548642383 -0.00064294754975464572 -0.0006638778689394588 -0.00053674146691962295 -0.00061637952670265199 0.0010776788242102457 0.00096933706288483776 4.411318135937686e-05 0.00060174140569249201 -0.00076933934975120365 -0.00052083818023682235 -2.8438297967471058e-05 0.00063986880742427721 -0.00024223884812349885 0.0010878485737425396 -0.00087949290475867049 0.00058087505668706293 -0.00016059026890279018 -0.0003530812147900301 0.00048996171177585572 0.00090918441626505633 0.0012250084524622503 9.0012716139057856e-06 -0.0007421630273780239 0.0013514744517803545
leaf_weight=0.0014887174074013207 0.001003259178290263 0.0013544107923186824 0.001180639545033473 0.0012411791645125297 0.0010187512720664085 0.0012293514790950857 0.001120694028963142 0.0016327742449961926 0.0015554803491899518 0.0010653671391846475 0.0013831611844223879 0.0012275390448431116 0.001337730753072087 0.0010332959104675807 0.0019716551043695921 0.0015090128858681051 0.0010981455708947152 0.0015089676073680169 0.0010055323967719104 0.00122259340638686 0.0012916435428209552 0.0011696906433371623 0.0010006807797060474 0.0010680197590341445 0.0010233785771163184 0.0010099204978382117 0.0010058411563228023
leaf_count=592 258 112 337 219 543 65 30 74 67 46 50 112 147 87 228 67 25 51 102 274 64 29 57 71 37 70 96
internal_value=0 2.4969e-05 6.15798e-05 9.44163e-05 0.000126361 0.000159877 0.000190426 0.000224741 0.000262006 0.000215317 0.000268802 0.00020229 0.000383336 3.69134e-05 -9.48524e-05 0.000257439 0.000546687 -0.000352166 -0.000107815 0.000531899 0.000140665 0.000723321 0.000320908 0.000999153 -0.000415467 -0.000338521 0.00128635
internal_weight=0 0.0332687 0.0319143 0.030911 0.0297304 0.0284892 0.0274705 0.0263498 0.0251204 0.023565 0.0214897 0.0198569 0.00947936 0.0103775 0.00824609 0.00348067 0.00213144 0.00476542 0.00325645 0.00814163 0.0026748 0.00546683 0.00222327 0.00324355 0.00225092 0.00207529 0.00207386
internal_count=3910 3318 3206 2948 2611 2392 1849 1819 1754 1687 1571 1497 788 709 597 295 112 302 251 641 114 527 331 196 149 116 167
is_linear=0
shrinkage=0.00148603


Tree=1832
num_leaves=26
num_cat=0
split_feature=1213 1374 447 51 1 44 11 1456 1 48 0 43 4 2 0 49 0 0 13 160 47 1 4 4 42
split_gain=0.000520256 0.000346567 0.000353196 0.00056915 0.000534099 0.000529509 0.000398075 0.000399892 0.000340035 0.000300351 0.000598711 0.000289625 0.000510072 0.000407353 0.000576191 0.000413798 0.000304181 0.000379936 0.00024018 0.000223259 0.000292295 0.00020446 0.000271181 0.00043676 0.000214348
threshold=-1.0000000180025095e-35 0.087785000000000016 0.08840000000000002 -0.40274499999999996 0.14000500000000002 0.085085000000000008 0.088315000000000018 -1.0000000180025095e-35 0.10386500000000001 0.12862000000000004 -0.15291499999999997 -0.15426499999999996 -0.49837999999999999 0.10869000000000002 0.047345000000000005 -0.085974999999999982 -0.083424999999999985 -0.084304999999999977 0.16421000000000002 -0.079684999999999992 0.08593000000000002 1.0000000180025095e-35 -0.0025899999999999994 0.0057500000000000008 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
left_child=-1 2 3 -2 5 6 7 -5 11 10 -10 18 -13 14 15 -14 17 21 -9 -12 -21 24 -23 -24 -17
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 19 12 13 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 -26
leaf_value=-0.00088072326196002239 -0.00095063786532141223 -0.00081236349853413138 0.00088645578331071162 -0.00079170246407606439 0.00084111527731170444 -0.001022055231997284 -0.00072753956635056489 0.00083959348792113126 0.0012564356293796256 -0.0003140879299200167 -0.00028752409828986393 -0.00094341139869649759 -0.00078876494312253944 -0.0006914252637523771 0.00094002697448651584 -0.00070582019544417225 -0.00044588602062635354 0.00091358882836485068 -4.3459352141254346e-05 0.00082980829448983748 -8.9303374256166268e-05 0.00073319990497712983 -0.00074463991871664959 0.00043323958119472324 0.00020187852332936509
leaf_weight=0.0014348939535198937 0.001246251316253332 0.0010411598237176625 0.0010172685200874878 0.0010611162958798137 0.0017253952057603708 0.001024422253195211 0.0013476471531079772 0.0015178186705142567 0.0016861645948048204 0.0010785224792151382 0.001247265255980512 0.0012748573134303475 0.0012846286217511058 0.0015296728538427571 0.0015389190227759206 0.0012080610093067002 0.0018266587947122085 0.0013631030166271216 0.0011484060477255364 0.0017552396511134735 0.0012627636613871118 0.0015844397387680953 0.0010859877221669478 0.0017367907283218909 0.0010171001694029985
leaf_count=592 131 98 116 280 146 45 119 62 54 44 64 85 85 137 48 243 579 58 96 251 55 121 49 61 291
internal_value=0 1.50627e-05 4.15141e-05 1.42717e-05 5.39523e-05 6.42998e-06 4.46661e-05 8.43746e-05 0.000121343 0.000393307 0.000521502 1.58092e-05 -6.07134e-05 1.86718e-05 0.000104568 -1.11906e-05 9.05076e-05 0.000213053 0.000459242 0.000230964 0.000445243 6.9077e-05 0.000250836 -1.99177e-05 -0.00029092
internal_weight=0 0.0336097 0.0325685 0.0315512 0.030305 0.0285796 0.0275552 0.0262075 0.0251464 0.00702996 0.00595143 0.0181164 0.0154502 0.0141754 0.0126457 0.0111068 0.00982214 0.00799548 0.00266622 0.00426527 0.003018 0.00663238 0.00440722 0.00282278 0.00222516
internal_count=3910 3318 3220 3104 2973 2827 2782 2663 2383 468 424 1915 1757 1672 1535 1487 1402 823 158 370 306 765 231 110 534
is_linear=0
shrinkage=0.00145689


Tree=1833
num_leaves=27
num_cat=0
split_feature=1213 52 1456 453 403 376 43 16 13 39 160 151 12 13 4 50 15 15 52 4 47 52 12 2 15 13
split_gain=0.000518644 0.000398002 0.000379441 0.000424706 0.000349296 0.00035289 0.00035116 0.000553883 0.000529817 0.000341927 0.000402695 0.000330618 0.000261359 0.000362188 0.00060585 0.000417646 0.000353418 0.000523469 0.00039834 0.000376088 0.000215035 0.000521623 0.000210297 0.000323792 0.000139668 6.29808e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.086795000000000011 -1.0000000180025095e-35 0.11605500000000001 -0.062599999999999989 0.22945500000000005 0.17936000000000002 0.085060000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.013124999999999998 -0.09547499999999999 -0.23071499999999998 0.086815000000000017 1.0000000180025095e-35 -0.0089749999999999986 0.024145000000000003 0.0057500000000000008 0.090655000000000013 -0.07125999999999999 0.088375000000000023 0.098195000000000018 0.088045000000000012 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 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 -6 -12 -8 22 -15 16 17 19 -18 -16 21 -21 -14 -24 -13 -9
right_child=1 2 3 -5 5 -7 12 25 -10 -11 11 24 13 14 15 -17 18 -19 -20 20 -22 -23 23 -25 -26 -27
leaf_value=-0.0010327544158335183 -0.00096918931897998345 -0.00083571387688831605 -0.00081777487517012784 -0.00086747011467396278 -0.00056123207796224034 -0.00073517414119838979 -0.00059842147068651735 0.0014671985641782567 -0.00067360321166364174 0.0012714849843431287 -0.00029576566803475249 0.00055838597034788473 0.00095914548323515394 -0.0011066392609741067 -0.00069435470994706403 -0.00088239109529547166 -0.00095009671108540203 0.0012928884032079443 0.00042409452599252202 -0.00013175002782236619 -0.00021153523519968511 0.001382676824269074 -0.00047208759097451146 0.00080207635812173223 0.0013556410118234562 0.0009061058073042465
leaf_weight=0.0014396540019888651 0.0011592770275954392 0.0013542665949387569 0.0010934200737036095 0.0013005300943644818 0.0012905160693447576 0.0012144284410818542 0.0016055270461210738 0.0011702423640641002 0.0014963297851024321 0.0012112353040534055 0.0010041218146474851 0.0017652178285607611 0.0019617065572815609 0.0013532349900566816 0.0011388763677383507 0.0011007989660739579 0.0013346460641040503 0.001587578482645572 0.001139312626037392 0.0012263362757378715 0.0010956286279869554 0.0014418750897282617 0.001100465680862861 0.0012314057254880773 0.001004665103830682 0.0011614035805695977
leaf_count=592 345 285 564 64 433 30 155 49 112 204 81 107 93 84 74 93 56 61 100 25 36 107 51 36 42 31
internal_value=0 1.35538e-05 4.87341e-05 8.73354e-05 0.000129105 0.00016526 0.000205139 0.000458033 0.000239126 0.000456748 0.000261895 0.000543363 5.7589e-05 0.000124624 -3.43006e-05 0.000109874 0.000231723 0.00044098 -0.000317251 0.000165119 0.000425181 0.000686631 0.000547266 0.000200768 0.000847559 0.00118772
internal_weight=0 0.033543 0.0323838 0.0310295 0.029729 0.0286356 0.0274211 0.0101037 0.00777209 0.00627576 0.00506452 0.003774 0.0173174 0.0157119 0.0114183 0.0100651 0.00896425 0.00649029 0.00247396 0.00490272 0.00376384 0.00266821 0.00429358 0.00233187 0.00276988 0.00233165
internal_count=3910 3318 2973 2688 2624 2060 2030 1059 979 867 663 230 971 816 636 552 459 303 156 242 168 132 180 87 149 80
is_linear=0
shrinkage=0.00170698


Tree=1834
num_leaves=28
num_cat=0
split_feature=1213 1456 52 151 14 1374 403 1374 1 132 0 133 150 42 42 133 51 0 12 15 48 42 12 160 52 4 12
split_gain=0.000631524 0.000422505 0.00038129 0.000389714 0.000361607 0.000379054 0.000372522 0.000366535 0.000355243 0.000566586 0.000352463 0.000409483 0.000317715 0.000340463 0.000479273 0.000315075 0.000307532 0.000426308 0.000600851 0.000487348 0.000362707 0.000283649 0.000435717 0.00023469 0.000193109 8.49558e-05 4.73813e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.27336999999999995 0.077685000000000018 0.086000000000000007 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 0.079995000000000011 -0.084074999999999997 0.084285000000000013 0.081245000000000026 0.08622500000000001 0.10269500000000001 0.099765000000000006 0.10731500000000001 -0.10575999999999998 -1.0000000180025095e-35 -0.10071499999999999 0.084500000000000006 -1.0000000180025095e-35 0.095295000000000019 -0.081069999999999989 -0.031409999999999993 0.0037100000000000002 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
left_child=-1 -2 -3 -4 5 6 -5 -8 10 12 11 -9 13 16 26 21 17 20 -19 -20 23 -12 24 -10 -23 -14 -15
right_child=1 2 3 4 -6 -7 7 8 9 -11 15 -13 25 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.0010819125532791133 -0.0008332064253933634 -0.00085069140500273306 -0.00084729562780657319 -0.00074825364359299676 -0.00072129035053175334 -0.00081795623185679982 -0.00063469004818694481 -0.0012526495999792063 0.001513608812596972 0.0015791430890288122 -0.00023348578351083308 4.8798153550184452e-05 0.00060138223248950684 0.0013369093555161305 -0.00012564724873956738 -0.00051029017960363399 -0.00061450378980146064 0.00064977075112300801 0.0002122246517696944 -0.0012283921531705 -0.00017016819055917223 0.00038957788376607746 -0.00025277332837405985 0.00054580051729208432 0.0012097877949062152 0.0012636918770190934 0.00086779475451458836
leaf_weight=0.0014255831164670793 0.0014676984238392024 0.0011743678556591494 0.0011234949998888402 0.0010547246945769575 0.0012734992824434124 0.0010010874773027081 0.0012210796276939098 0.0010587343010452499 0.0010005432686650551 0.0010131547649567521 0.0014999549419261182 0.001528690373095859 0.0010043161757243855 0.0011948834498245612 0.001248544297459131 0.001287582785688593 0.0013884873196061695 0.0014702531267162889 0.0010220738041493097 0.0014981506399838291 0.0011933690166969768 0.0012106911186173797 0.0011839072554686858 0.0018414431381318184 0.0019213054522695394 0.0010001048482481678 0.001043599535528239
leaf_count=592 332 298 82 553 82 81 53 191 23 115 143 198 124 95 91 61 56 90 40 156 55 34 46 62 76 99 82
internal_value=0 1.09488e-05 4.91201e-05 8.28984e-05 0.000117549 0.00015453 0.000189442 0.000226303 0.000267355 0.000415168 2.45474e-05 -0.000483734 0.000336052 0.000243487 0.000672838 0.000209689 8.44573e-05 0.000205379 -0.000167418 -0.000644152 0.000574031 0.000369086 0.000578505 0.000886525 0.000892731 0.000931841 0.0011182
internal_weight=0 0.0339257 0.032458 0.0312837 0.0301602 0.0288867 0.0278856 0.0268309 0.0256098 0.0159189 0.00969087 0.00258742 0.0149058 0.0129013 0.00348703 0.00710344 0.00941432 0.00802583 0.00399048 0.00252022 0.00403536 0.00581586 0.0043159 0.00284199 0.003132 0.00200442 0.00223848
internal_count=3910 3318 2986 2688 2606 2524 2443 1890 1837 1088 749 389 973 750 268 360 482 426 286 196 140 299 156 85 110 223 177
is_linear=0
shrinkage=0.00160853


Tree=1835
num_leaves=17
num_cat=0
split_feature=453 4 1 15 133 43 42 43 16 1 15 16 15 16 15 51
split_gain=8.35028e-05 0.000187917 0.000189327 0.000133125 0.000126983 0.000149187 0.000226764 0.000205904 0.00021481 0.000249657 0.000165803 0.000149103 0.000123401 0.000112305 0.000101442 0.000100449
threshold=1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 -0.10192499999999999 0.10681500000000001 0.14198000000000002 -0.09361499999999999 -0.18906999999999999 0.054425000000000008 0.10004000000000002 -0.0039399999999999991 -0.089864999999999987 -0.0063699999999999989 0.18936500000000003 0.084050000000000014 0.077145000000000005
decision_type=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 -8 9 11 -10 15 -13 -12 -14 -9
right_child=-2 2 -4 4 -6 -7 7 8 10 -11 13 12 14 -15 -16 -17
leaf_value=-0.0021618709933695622 -0.0015930599264974638 -9.9875872142206858e-05 0.0027804919074005383 -0.0025329437474116861 -0.0020546099987725948 0.0022210134571310396 0.0027202258012998556 -0.0027177569827949132 0.00030546686037254101 0.0026580515471408286 -0.0010421892842559365 -0.00086734962875023981 0.0028529441753605369 -0.0039242010839592853 0.00022596580361625151 -1.4765302870868971e-05
leaf_weight=0.0012596410875443413 0.0012557972747079251 0.00174575261685772 0.0018231319479889464 0.0013284996562745168 0.0011449311384256712 0.0011979537463846926 0.001136913374826464 0.0010937742564758315 0.001427192929002119 0.0016700083856522885 0.0010800826813845976 0.0012733739036602789 0.0011659409529899498 0.0010344865362941214 0.0011323678611989685 0.0010560476339224883
leaf_count=277 99 176 332 248 481 206 66 240 263 187 114 341 114 183 491 92
internal_value=0 6.74238e-05 0.00137153 -0.000206334 -4.9852e-05 0.000107397 -8.15777e-05 0.000188231 -7.50626e-05 0.000531494 -0.00134092 -8.92117e-05 0.000693729 -0.00245212 0.00155864 -0.00138998
internal_weight=0 0.0205701 0.00356888 0.0170012 0.0157416 0.0145966 0.0133987 0.0120702 0.0109333 0.00739151 0.00354176 0.0057215 0.00357168 0.00211457 0.00229831 0.00214982
internal_count=3910 3811 508 3303 3026 2545 2339 2091 2025 1465 560 1278 946 297 605 332
is_linear=0
shrinkage=0.00625138


Tree=1836
num_leaves=17
num_cat=0
split_feature=124 4 0 1 12 12 147 159 2 0 15 52 16 12 1 0
split_gain=8.11078e-05 0.000136937 0.000168545 0.000182128 0.000233778 0.000156747 0.000128603 0.000140154 0.000129925 0.000333221 0.000283126 0.000251696 0.000354703 0.000152487 0.000120717 0.000116668
threshold=0.10385500000000002 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.085185000000000025 0.08708500000000001 0.088565000000000019 -0.030694999999999997 1.0000000180025095e-35 -0.15007499999999999 -0.061694999999999993 -0.07125999999999999 -0.19424999999999998 0.097345000000000015 0.095575000000000007 -0.081049999999999983
decision_type=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 11 -11 -10 -13 14 -9 -7
right_child=-2 2 -4 6 5 15 -8 8 9 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0016853767499790679 0.0013928084533759849 -0.0030043703273315613 0.0014727224806801631 -0.0017006576606482466 0.0013150333573291278 -0.0023476659797840587 0.0018916208565644241 -0.0026756312121384335 -0.0019851730658283183 0.0041753251920987992 0.00049943328820485102 -0.0010867155063452815 0.0023439393892450457 0.00064255685888093324 -0.00036771772891904225 0.00010761843064856292
leaf_weight=0.0013252717989789128 0.0010168919230201792 0.001178291612712829 0.0018911444135939195 0.0011400308959008407 0.001028708800763993 0.0010355582703808312 0.0010379181050075856 0.0010372157867583054 0.0013886095377070029 0.0010591406377725085 0.0011487530624418874 0.0015811672776336605 0.0015892883818767745 0.0017261973920286167 0.0014013269973839511 0.0010009317307561084
leaf_count=174 49 487 163 215 267 576 118 369 70 243 95 112 76 136 200 560
internal_value=0 -9.08927e-05 1.89127e-05 -0.000139523 -0.00106296 -0.000316665 0.000159386 1.04497e-05 0.000188895 0.0006275 0.00226278 -0.000164445 0.000633006 -0.000523759 -0.00134937 -0.0011409
internal_weight=0 0.0205696 0.0192443 0.0173531 0.00424349 0.0030652 0.0131096 0.0120717 0.0109317 0.00676696 0.00220789 0.00455907 0.00317046 0.00416474 0.00243854 0.00203649
internal_count=3910 3861 3687 3524 1890 1403 1634 1516 1301 596 338 258 188 705 569 1136
is_linear=0
shrinkage=0.00512831


Tree=1837
num_leaves=27
num_cat=0
split_feature=1213 160 1456 9 13 132 52 453 448 0 150 2 43 0 1 52 12 2 0 0 3 0 12 16 2 52
split_gain=0.000568973 0.000478261 0.000395089 0.000317218 0.000293332 0.000503475 0.000351442 0.000347337 0.000552532 0.000348444 0.000521823 0.00037591 0.000329325 0.000409553 0.000328151 0.00041451 0.000390574 0.000259332 0.000177957 0.000427029 0.000249196 0.000236492 0.000736471 0.000585012 0.000423958 0.000147185
threshold=-1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083514999999999992 0.085645000000000013 0.11588000000000002 1.0000000180025095e-35 -0.037059999999999989 -0.230625 0.086420000000000011 0.12238000000000002 0.19761500000000001 0.047345000000000005 0.11368000000000002 -1.0000000180025095e-35 0.090195000000000011 0.11165000000000001 -0.10575999999999998 -0.083564999999999987 0.086245000000000016 -0.053834999999999994 0.051320000000000005 0.31524000000000002 0.085155000000000022 -0.07125999999999999
decision_type=2 2 2 2 2 2 2 2 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 12 8 -6 25 11 17 13 14 15 -5 -17 18 20 -20 -11 24 23 -23 -21 -10
right_child=1 2 3 4 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 19 21 -22 22 -24 -25 -26 -27
leaf_value=-0.0010283430262270727 -0.0010612925822172589 -0.00078978898250862788 0.00089408438729061599 -0.00044503080056471821 0.0010535202196888822 0.00077365799210660886 -0.00060817606996920988 -0.00098536292186600393 -3.0440177821557837e-06 -0.00024947090825571663 -0.0010802370362635917 0.00061287527083180807 -0.00042542335913270293 0.001378793856841902 0.0010368771323512498 0.00095833073155348507 -0.00020439489000975125 -0.00094331792074428046 -0.0011946170274709056 -0.00040036427178331033 0.00075310639261014169 -0.00067380892604723512 -0.0012484286810787444 0.0009341064359858482 0.00083779954384347976 0.00082878903928069482
leaf_weight=0.0013976669933958288 0.0010293017753745378 0.0013828952556997958 0.0012162300318722249 0.0018574636387621588 0.0010631746656812871 0.0017571094960941438 0.0010160700527210862 0.0011440849232657859 0.0010053439748212156 0.0013595069664535343 0.0016614021946230748 0.0015783375842003825 0.0011141395628604389 0.0011874054095292186 0.0014076314144561564 0.0019489115389232916 0.0012125542339376238 0.0011659763507022034 0.0010969397453945394 0.0013879465921293709 0.0012144607462509782 0.0010892134955902324 0.0015107914972727343 0.0012658610088021049 0.0014769035450874213 0.0012160935291269858
leaf_count=592 273 283 128 310 90 184 81 46 19 98 121 151 56 23 126 112 44 110 285 231 23 73 120 27 263 41
internal_value=0 1.86134e-05 5.19568e-05 8.83861e-05 5.65059e-05 -5.05495e-05 0.000287149 -0.000125836 -7.14824e-05 -0.000141721 -0.000230842 -0.000123494 0.000391377 0.000510898 0.000350541 0.000158048 0.000512377 -0.000223968 -0.000143332 -0.00026398 0.00022357 -0.00011231 -0.000371867 0.000190451 0.000237941 0.000452331
internal_weight=0 0.0343657 0.0333364 0.0319536 0.0307373 0.0209931 0.00974418 0.019236 0.018092 0.0170288 0.0148073 0.0131459 0.00872811 0.00761397 0.00642656 0.00501893 0.00316147 0.0115676 0.0104016 0.00782766 0.00257397 0.00673072 0.00386587 0.00235507 0.00286485 0.00222144
internal_count=3910 3318 3045 2762 2634 1882 752 1698 1652 1562 1502 1381 671 615 592 466 156 1230 1120 999 121 714 220 100 494 60
is_linear=0
shrinkage=0.00160853


Tree=1838
num_leaves=25
num_cat=0
split_feature=1213 1374 1456 453 16 11 9 0 0 1 50 51 52 49 4 376 43 12 2 2 12 133 12 13
split_gain=0.000522817 0.00040432 0.000353144 0.000380763 0.000355222 0.000443598 0.000284963 0.000294719 0.000305989 0.000800026 0.000388666 0.00033993 0.000476934 0.000538329 0.000354881 0.000279923 0.000365005 0.000558548 0.00053055 0.000415674 0.000230586 0.000205759 0.000177735 0.000104621
threshold=-1.0000000180025095e-35 0.087785000000000016 -1.0000000180025095e-35 0.086430000000000021 -0.50585499999999983 0.080455000000000013 -1.0000000180025095e-35 -0.230625 -0.089879999999999974 1.0000000180025095e-35 0.10030500000000002 0.085845000000000019 1.0000000180025095e-35 -0.04682999999999999 0.25367000000000006 0.11382500000000002 -0.083899999999999988 0.097345000000000015 0.085155000000000022 0.10137500000000001 0.088185000000000013 0.087330000000000019 0.085380000000000011 -0.0041499999999999983
decision_type=2 2 2 2 2 2 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 9 -9 15 12 13 -11 -15 16 21 18 -18 23 -4 22 -10 -20
right_child=1 -3 3 -5 5 -7 7 8 10 11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.00088373336524120885 -0.00067806660268092585 -0.00088792529486013882 0.00097504906974757194 -0.00072727334087635401 0.00087117111601443082 -0.00072522647495790779 0.00061235303932560305 -0.0010988319846105034 0.00096212562542884292 0.00072321160143116244 0.00086650425360822116 -0.00052678421177987931 0.0011200099362188199 -0.00087963798513394887 0.00018014695218815307 -0.00065270779245187841 -0.0012471773350459969 0.00059425504545999007 2.0463076731023469e-05 -0.00073041193964946125 0.00010377090074237177 -1.0562661137380688e-05 0.00025117000170607739 0.00064393026897177402
leaf_weight=0.0014132607331344268 0.0013529450695549941 0.001006083401773771 0.0015893693893548845 0.0011838819436249528 0.0010008891162358305 0.0014284079662689733 0.0020064592121524704 0.0016481141322356799 0.0018476808429442335 0.0014297029012426687 0.0014923799718923334 0.0017301366576067956 0.001004895017648888 0.0014308235289788307 0.0012623505969608373 0.0010179001299598931 0.0010617046902202552 0.0019043165158835612 0.0012988229089762864 0.0013162126320424017 0.0010847469602309756 0.0013273233310312771 0.0012521316282383399 0.0010198414034517395
leaf_count=592 324 98 158 68 109 183 39 304 81 59 239 82 50 92 35 22 345 178 243 159 60 172 126 92
internal_value=0 2.13313e-05 5.01972e-05 8.26745e-05 0.000115565 6.44603e-05 0.000109487 7.7789e-05 2.91334e-05 -0.000187413 0.000165188 3.16224e-05 0.000220032 6.74192e-07 -0.000382893 7.83011e-05 0.000145774 -7.12899e-05 -0.000341147 -7.65068e-05 0.000621618 0.000469418 0.000674944 0.000294689
internal_weight=0 0.0326971 0.031691 0.0303381 0.0291542 0.0264801 0.0250517 0.0240508 0.0220443 0.00850602 0.0135383 0.00685791 0.00512777 0.00412288 0.00269317 0.0120459 0.011028 0.0066009 0.00469658 0.00363488 0.00267412 0.00442714 0.00309981 0.00231866
internal_count=3910 3318 3220 2896 2828 2610 2427 2318 2279 622 1657 318 236 186 127 1418 1396 1017 839 494 218 379 207 335
is_linear=0
shrinkage=0.00145689


Tree=1839
num_leaves=18
num_cat=0
split_feature=11 4 3 16 150 159 156 42 43 3 15 42 403 16 15 2 0
split_gain=8.27194e-05 9.97841e-05 0.000203512 0.000116552 0.000132202 0.000158178 0.00014979 0.00015338 0.000234392 0.000193972 0.000141927 0.000126148 0.000111761 0.000108056 0.00017202 0.00014971 0.000109548
threshold=0.088315000000000018 0.27020000000000005 0.11476000000000001 -0.38486499999999996 -0.091259999999999994 -0.034019999999999988 0.085790000000000019 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 -1.0000000180025095e-35 0.078965000000000021 0.03138500000000001 0.025915000000000004 -0.095799999999999982 0.090695000000000012 0.047345000000000005
decision_type=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 9 10 -9 13 -7 14 -10 -16 -15
right_child=-2 2 -4 4 5 6 -8 8 11 -11 -12 -13 -14 16 15 -17 -18
leaf_value=-0.0020058216242143652 -0.0020300377804097682 0.0036103038263443593 -0.00053892577529005253 0.002502411436300095 -0.0028099935521760915 -0.0022751606358435228 -0.0022216636769055906 -0.0009238065312705756 -0.001097379869301198 0.0048670233322112236 0.0026254352244874306 -0.00232187209343369 0.00069707794170951467 -0.002535536037089248 0.00027090007845702741 0.0037046959794482348 0.00075457826264377413
leaf_weight=0.0015363699474568128 0.0010151445852937804 0.0011610240376953044 0.001283297135500211 0.0010703748022774509 0.0010413787289583068 0.0017647849558882567 0.0013182831945273499 0.0010008985510257112 0.0012673593673433459 0.0010284554980792074 0.0013847035055098988 0.0010550648933306817 0.001034882781453271 0.0010807068284068855 0.0012144297020517704 0.0014205884940265978 0.0010091124284912212
leaf_count=153 145 279 146 71 466 644 367 318 47 197 108 551 175 46 79 80 38
internal_value=0 6.95156e-05 0.00143191 -0.000113184 6.10294e-05 -0.000106262 8.68626e-05 0.000316355 0.000715871 0.00226016 0.00113632 -3.2265e-05 -0.00117649 0.000370873 0.00107654 0.00212212 -0.000946836
internal_weight=0 0.0206717 0.00244432 0.0182274 0.016691 0.0156206 0.0145793 0.013261 0.0104613 0.00341406 0.0023856 0.00704726 0.00279967 0.0059922 0.00390238 0.00263502 0.00208982
internal_count=3910 3765 425 3340 3187 3116 2650 2283 1464 623 426 841 819 290 206 159 84
is_linear=0
shrinkage=0.00718087


Tree=1840
num_leaves=31
num_cat=0
split_feature=1429 14 1374 1213 376 160 38 13 2 39 133 483 1 484 453 158 156 42 1 12 1374 0 13 51 151 4 12 2 3 47
split_gain=0.000559434 0.000498334 0.000447607 0.000385843 0.000412633 0.000373483 0.000360883 0.000356143 0.000485806 0.000400818 0.000401944 0.000377783 0.000357466 0.000292432 0.000475637 0.000320494 0.000279142 0.000308884 0.000472851 0.000929761 0.000413433 0.000373128 0.000421004 0.000322661 0.000279379 0.000355187 0.000207756 0.000204248 0.000115435 9.07246e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.090240000000000015 -1.0000000180025095e-35 0.11605500000000001 -0.40446999999999994 0.10386000000000002 -0.26418499999999995 0.099990000000000009 0.005105000000000001 0.093130000000000004 0.083960000000000021 0.086245000000000002 0.085515000000000022 1.0000000180025095e-35 0.084710000000000021 0.082150000000000015 -1.0000000180025095e-35 0.12263000000000002 0.099680000000000005 -0.094679999999999986 -0.23029999999999998 0.049070000000000009 0.083165000000000017 -0.080244999999999997 -0.0021099999999999995 0.086935000000000012 -1.0000000180025095e-35 -0.078884999999999997 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 -2 5 -5 7 8 -7 10 11 13 -11 14 15 16 17 26 19 20 -19 -22 23 24 -23 28 -9 -27 -26 -14
right_child=1 -3 -4 4 -6 6 -8 9 -10 12 -12 -13 29 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0011645025421193969 -0.00070801210695906665 -0.00090262489416498878 -0.00099435573370893924 -0.00079866215905674933 -0.00081558970702319056 -0.00014678918469839759 -0.00074708418199433341 0.00020516907816656681 0.0012061436685810189 -9.862592472297724e-05 -0.00072363643956546058 -0.00071709463993984714 0.0013031577275382973 0.00083614786930611665 -0.00087216933332886321 -0.00065112074148054107 -0.00055335146682407364 -0.00047556429689342249 0.0012260893143202763 -0.0010646737364325011 0.0012655431135101943 -0.0003468591481929272 0.0012131820859501085 -0.00054026017229220501 0.00063677626689238322 -0.00037836891380534391 -0.00075199892473455665 0.00058593749019090536 0.0012876406029764778 0.0006655649626129904
leaf_weight=0.0010451509884604462 0.0015034332804892961 0.0014434729167853702 0.0010054592914715546 0.0010140835954592633 0.0011579318925578055 0.0010171962928083858 0.0010222622253506222 0.0011949638662325053 0.0018797732383294408 0.0010428048835602324 0.0014639262532444844 0.0012359145749011027 0.0012437579864292003 0.0015636397583058672 0.0011160424687774997 0.0010631585851201822 0.0010318789999917413 0.0011445047484812685 0.001474050173970066 0.0011565941636249031 0.0014467240954827319 0.0010548125479371596 0.0013288602328351828 0.0010972699433691169 0.0015297567269929487 0.0011643895025770234 0.001067924535942899 0.0010289325271602649 0.001216588768535587 0.0010022230682538158
leaf_count=181 578 125 74 235 31 43 52 84 117 56 464 242 253 141 45 150 143 23 44 45 48 83 36 56 107 48 288 47 34 37
internal_value=0 5.55815e-06 4.2728e-05 7.31612e-05 0.000109011 0.000142889 0.000174105 0.000205956 0.000731096 0.000148911 7.6401e-05 0.000129841 0.000664382 0.000180457 0.000126825 0.000188763 0.000241483 0.000293049 0.000382552 0.000280368 0.00042164 0.000525706 0.000398597 0.000245959 0.000389874 0.000547195 -0.000246547 7.40071e-05 0.000925099 0.00101865
internal_weight=0 0.0367123 0.0352689 0.0342634 0.03276 0.031602 0.030588 0.0295657 0.00289697 0.0266687 0.0233799 0.021916 0.00328879 0.0206801 0.0191165 0.0180004 0.0169373 0.0159054 0.0136425 0.0121684 0.0110118 0.00986733 0.00842061 0.00709175 0.00599448 0.00493967 0.00226289 0.00219332 0.00274635 0.00224598
internal_count=3910 3729 3604 3530 2952 2921 2686 2634 160 2474 2128 1664 346 1422 1281 1236 1086 943 571 527 482 459 411 375 319 236 372 95 141 290
is_linear=0
shrinkage=0.00157699


Tree=1841
num_leaves=18
num_cat=0
split_feature=453 4 1 12 15 43 133 160 160 457 15 15 4 15 13 2 52
split_gain=9.24293e-05 0.000153529 0.000159124 0.000119271 0.000128441 0.000171775 0.000173152 0.000176535 0.000113775 0.000203101 0.00016671 0.000146108 0.000145131 0.000201529 0.000127274 0.00028202 5.24131e-05
threshold=1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 0.10673000000000001 -0.10192499999999999 0.14198000000000002 0.089845000000000022 -0.092169999999999988 0.087825000000000014 0.088175000000000017 -0.053579999999999996 -0.0063699999999999989 -0.078484999999999985 1.0000000180025095e-35 0.0015650000000000002 0.084475000000000008 -0.088354999999999989
decision_type=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 10 -10 16 -12 14 -14 15 -13 -9
right_child=-2 2 -4 -5 5 -7 -8 8 9 -11 11 12 13 -15 -16 -17 -18
leaf_value=-0.0020294671094084333 -0.0016989597966090367 -9.6168197157929771e-05 0.0026036994615051792 -0.0020827629330110588 -0.0023566822281188759 0.0024621068993221119 -0.0025202783959617754 0.0012116321744384166 -0.0030262154607767424 0.00095675509172115324 -0.0020017848782808768 0.0012011747171489793 0.0039223511392138437 0.00012050540909448001 0.0012688411578432985 -0.003464687429985435 0.0031828421606063511
leaf_weight=0.0011982852107015494 0.0012613882557358505 0.0017357081648414754 0.0018164146490911547 0.0012338435679195769 0.001043475580070328 0.0011914594580878105 0.0010736574338631325 0.0010668963490857789 0.001001579305166673 0.0010838046507224419 0.0010348689037733352 0.0010212042038013069 0.0010398903153363039 0.0012463163265759025 0.0014108697181518526 0.0010877173053393044 0.001128581659912184
leaf_count=254 99 176 332 301 303 151 554 134 208 40 200 221 72 185 165 320 195
internal_value=0 7.96291e-05 0.00128444 -0.000174167 -2.34877e-05 0.000143088 -6.56174e-05 0.000151022 0.000386303 -0.000956207 0.000696124 0.000205476 0.000598901 0.00184979 -0.000213588 -0.00120533 0.00222493
internal_weight=0 0.0204146 0.00355212 0.0168624 0.0156286 0.0144303 0.0132389 0.0121652 0.0111217 0.00208538 0.00903634 0.00684087 0.005806 0.00228621 0.00351979 0.00210892 0.00219548
internal_count=3910 3811 508 3303 3002 2748 2597 2043 1740 248 1492 1163 963 257 706 541 329
is_linear=0
shrinkage=0.00637641


Tree=1842
num_leaves=16
num_cat=0
split_feature=124 50 15 47 158 40 52 43 133 160 15 457 13 1 0
split_gain=8.52744e-05 0.000117674 0.000161081 0.000174353 0.000180862 0.00015926 0.000118172 0.000110458 0.000122271 0.000123932 0.000163379 0.000202002 0.000331933 0.000125422 9.30755e-05
threshold=0.11158000000000001 0.10625000000000001 -0.24219999999999997 0.117025 0.084710000000000021 -0.081844999999999987 -0.24456499999999998 -0.17307499999999998 -0.085714999999999986 -0.082234999999999989 -0.095799999999999982 0.088175000000000017 -0.083514999999999992 0.077800000000000022 -0.083564999999999987
decision_type=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 14 -14 -12
right_child=-2 -3 3 -5 -6 6 7 8 9 10 11 -13 13 -15 -16
leaf_value=0.0020797330114529201 0.0017476681701054709 -0.0020652548824851647 -0.0022323290654457061 -0.0025699913493504724 -0.0024656190661876054 -0.0013344909627105105 0.0018845610890928582 0.0019617036725423256 -0.0017760062559461578 -0.0012649159307083094 0.0030395952687212262 0.0030747498728832296 -0.0028149182682770928 -0.0001395356936276499 0.00055561312016431865
leaf_weight=0.0013605577636053709 0.0010146231105273009 0.0011350005846920167 0.0010047509820703673 0.001093740509492013 0.0010827225404553961 0.0014814815355760425 0.0019908280269093749 0.0014802268891703505 0.0012844353816171298 0.0019807883016725435 0.0013713743914265386 0.0012232957998884464 0.0011149136830940782 0.0017750073666750188 0.0010339846015987014
leaf_count=274 40 414 130 122 319 355 148 407 371 162 213 103 478 292 82
internal_value=0 -0.000109137 6.02965e-06 -0.000151436 5.79816e-06 0.00017579 0.00033998 0.000527134 0.00028722 3.38808e-05 0.000307393 0.000785168 0.000256238 -0.00117168 0.00197181
internal_weight=0 0.0204131 0.0192781 0.0179176 0.0168238 0.0157411 0.0147363 0.0132549 0.011264 0.0097838 0.00849936 0.00651858 0.00529528 0.00288992 0.00240536
internal_count=3910 3870 3456 3182 3060 2741 2611 2256 2108 1701 1330 1168 1065 770 295
is_linear=0
shrinkage=0.00625138


Tree=1843
num_leaves=28
num_cat=0
split_feature=1213 52 1 403 151 133 48 13 4 44 3 4 48 2 4 457 16 49 3 3 16 15 15 2 43 1 16
split_gain=0.000478337 0.000401648 0.000324788 0.000529482 0.000522976 0.000600381 0.000381852 0.000441819 0.000425611 0.000326377 0.000404227 0.000455276 0.000422025 0.000437101 0.000376979 0.000352587 0.000487264 0.000348779 0.000295591 0.000289544 0.000373157 0.000287173 0.000281831 0.000248063 0.000243047 9.3294e-05 2.81943e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.085110000000000005 0.03138500000000001 -0.083559999999999982 0.10681500000000001 0.086870000000000017 -0.10023999999999998 -0.083329999999999987 1.0000000180025095e-35 0.16699000000000003 -0.081189999999999984 0.12862000000000004 0.089785000000000018 -0.012149999999999999 -0.070739999999999983 -0.10808 -0.047309999999999998 -0.069909999999999986 -0.074234999999999982 -0.057604999999999996 -0.097269999999999981 0.083935000000000023 0.096540000000000015 -0.075819999999999985 0.11257500000000001 -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
left_child=-1 -2 4 9 -3 6 7 26 22 10 11 -4 13 14 -13 -15 -17 -18 -10 24 -21 -22 23 -9 -16 -19 -6
right_child=1 2 3 -5 5 -7 -8 8 18 -11 -12 12 -14 15 19 16 17 25 -20 20 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00081744449087289221 -0.00077608555926346934 -0.0011018888075822947 -0.00070850574912384391 0.0010458267989550227 0.00067715037613770817 -0.0010957073232174047 0.00071291233167994795 -0.00080954056051584129 -0.0012664082678399806 -0.00068154312019244362 0.00092564555979209951 0.00082572163318555994 -0.0006402894298173996 -0.0002735695644053671 -0.00016037157714991811 0.0012293342509914356 0.00092523001860360073 -0.00026314554041228524 -0.00019724178025676644 -0.0011199964616648817 0.00051821938044598992 -0.00044505983287523171 0.00053216611412410539 0.00018274683331959932 0.00074824556220260535 0.00032423307953201129 0.00034091424195686215
leaf_weight=0.0014776690664822919 0.0012641587094316389 0.0010733522730861653 0.0013802878879889359 0.001371278355633442 0.0010969390809835722 0.0010234789667274294 0.0016629493528701198 0.0010278090421698147 0.0011740366359740137 0.0010485370777821848 0.0013363555351474645 0.0010027128771021828 0.0012686679564346557 0.0010391810196068718 0.0013784593062415862 0.0019947062189894227 0.0013473511677130623 0.0013103615157632476 0.0010306873268240936 0.0010596062454489132 0.0010081299788090581 0.0018854253588249771 0.0014874595504136001 0.0011146655886307144 0.0011429711189263588 0.0010212715974485254 0.0010229618500710051
leaf_count=592 345 193 183 70 51 314 146 79 453 46 141 231 64 30 113 158 60 41 119 111 26 58 113 25 69 52 27
internal_value=0 2.95065e-05 6.10264e-05 0.000171189 -0.000132654 -3.48879e-05 7.80027e-05 -5.4729e-05 -0.000261691 0.0001088 0.000154395 9.31882e-05 0.00016477 0.000236746 -5.52749e-06 0.000506608 0.000649504 0.000335126 -0.000766583 -0.000134262 -0.000380316 -0.000109448 4.49661e-05 -0.000293283 0.000251507 -5.8696e-06 0.000514899
internal_weight=0 0.0335738 0.0323096 0.0205953 0.0117143 0.010641 0.00961751 0.00795456 0.00583466 0.019224 0.0181755 0.0168391 0.0154588 0.0141902 0.0074773 0.00671287 0.00567369 0.00367898 0.00220472 0.00647459 0.00395316 0.00289356 0.00362993 0.00214247 0.00252143 0.00233163 0.0021199
internal_count=3910 3318 2973 1453 1520 1327 1013 867 789 1383 1337 1196 1013 949 608 341 311 153 572 377 195 84 217 104 182 93 78
is_linear=0
shrinkage=0.00145689


Tree=1844
num_leaves=28
num_cat=0
split_feature=1213 52 1374 447 14 1456 1374 376 1 44 11 1 0 403 39 0 15 15 133 48 42 42 16 43 43 15 4
split_gain=0.000503977 0.000439289 0.000373476 0.000312008 0.000458367 0.000464275 0.000341138 0.000374816 0.000408682 0.000509913 0.000383297 0.000458277 0.000731453 0.000415371 0.000432948 0.000542065 0.000549069 0.000413722 0.000381937 0.000264355 0.000225039 0.000293658 0.000224098 0.000188892 0.000133472 9.2419e-05 4.74147e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.087785000000000016 0.087065000000000017 0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 0.11605500000000001 0.14000500000000002 0.081835000000000019 0.088315000000000018 1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 0.084155000000000021 -0.10575999999999998 -0.050004999999999994 -0.11739999999999999 0.084285000000000013 0.084905000000000022 0.091955000000000023 -1.0000000180025095e-35 -0.10808 -0.083899999999999988 0.070805000000000021 -0.026084999999999994 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 14 15 17 -17 22 -8 25 21 -14 -13 -23 -25 -19 -18
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 13 20 -15 -16 16 26 19 -20 -21 -22 23 -24 24 -26 -27 -28
leaf_value=-0.00083438873337987737 -0.00081662196616793072 -0.00077983454830924369 -0.00079546843871987957 0.00083186169531668317 -0.00087309592847042039 -0.00063853653031962544 -0.001207993936107165 -0.00065989260827754642 0.00096326132786043203 -0.00084672209128302622 -0.00059743888845503312 0.00038838892985492562 -0.0001270676796652562 0.0011330864130568966 0.0011463434592487302 0.00037925596973076043 -0.00046276390273136605 0.00074737961004424944 -0.00015086834445479476 0.00034611814310179254 -0.00036380641512516308 0.00098655926181414472 -0.00051217317016193987 -1.9614479682492954e-05 0.00064069146177746531 0.0013246185233628614 -0.00089112909577761831
leaf_weight=0.0014669031820502268 0.0012317922359202918 0.0012115074505669792 0.001026930847937201 0.0010866624795797799 0.0010527288298680096 0.001151039876299719 0.0012397279401871924 0.0011037998153343989 0.0013231652043862513 0.001007504490942778 0.0011953182071096071 0.0012882251359327412 0.0017401313651865813 0.0014319662612543036 0.001156710332121517 0.0018416216005113801 0.001004386500147449 0.0010022512123555316 0.001593465210018713 0.0018315118779583806 0.0010277155451742098 0.0014535997282765223 0.001002342512677501 0.0011469986644057168 0.0013710726076965329 0.0012995673963125415 0.0011094580490246201
leaf_count=592 345 252 94 112 108 63 304 29 134 41 55 37 248 43 223 144 93 28 282 52 173 47 22 60 22 30 277
internal_value=0 2.07217e-05 5.22646e-05 7.9751e-05 5.30298e-05 8.60422e-05 0.000123082 0.000155347 0.000189868 0.000148511 0.000190754 0.000232552 -4.49113e-06 0.000407531 0.000317469 0.000225096 -0.00019088 0.00048123 -0.000613438 0.000751068 0.000251501 0.000362212 -5.69316e-06 0.000576583 0.000339918 0.00107328 -0.000687593
internal_weight=0 0.0339312 0.0326994 0.0316725 0.0305858 0.0295331 0.0283216 0.0271705 0.0260667 0.0247436 0.0237361 0.0225408 0.00957271 0.012968 0.0115361 0.0103794 0.00395547 0.0064239 0.00283319 0.00413333 0.00673952 0.0057118 0.00229057 0.00397167 0.00251807 0.00230182 0.00211384
internal_count=3910 3318 2973 2879 2767 2659 2407 2344 2315 2181 2140 2085 1136 949 906 683 514 169 586 110 550 377 59 129 82 58 370
is_linear=0
shrinkage=0.00142833


Tree=1845
num_leaves=17
num_cat=0
split_feature=43 13 132 42 39 50 4 13 48 52 52 160 1 2 0 1
split_gain=8.80789e-05 0.000146516 0.000190242 0.000189127 0.000307118 0.000230298 0.000243682 0.00021657 0.000299941 0.000183482 0.000155741 0.000119133 0.000109745 0.00018195 0.000105141 0.000109418
threshold=0.19761500000000001 -0.094679999999999986 0.079995000000000011 -0.10770999999999999 0.085060000000000011 0.086465000000000014 -0.23071499999999998 -0.0041499999999999983 0.086215000000000014 -0.088779999999999984 0.0033900000000000002 0.090010000000000021 0.10593500000000002 0.088895000000000016 -0.084304999999999977 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 5 6 -5 9 10 -8 12 -10 13 -9 15 -1
right_child=-2 2 -4 4 -6 -7 7 8 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011072951741248477 -0.0015167512828047707 -0.0024377062706356619 0.0017119765792734539 -0.0022710637735696062 0.0026370254876879884 -0.0025656337818893006 0.0003644028005743541 0.00029283980645203198 -0.0024284200211445567 -0.002474777345918396 0.0028963593332315576 0.00013165603335207955 -0.00050908760593150308 0.0031606693380852777 0.0019237243445988346 0.001125789440997901
leaf_weight=0.0010331496732438328 0.0010598538962783349 0.0011421688270772121 0.001390708250864541 0.0013737535438573681 0.001021031280612956 0.0012640029994552314 0.0011820125612998925 0.0016723336385569719 0.0010162444336866971 0.0014341786048682748 0.0012738406988463957 0.0010542830853950136 0.0013143100876822356 0.0010102313127133833 0.0017816640155768294 0.0015797378466981815
leaf_count=158 252 199 306 187 286 483 242 102 63 965 193 29 79 86 121 159
internal_value=0 6.05359e-05 -0.000174515 -0.000352282 -0.00017735 -0.000405498 -0.000164533 0.000126089 0.000595821 -0.00119202 0.00127177 -0.00112487 0.000753998 0.00137284 0.000924299 0.000242816
internal_weight=0 0.0205437 0.0161491 0.0147584 0.0136162 0.0125952 0.0113312 0.00995743 0.00734124 0.00261619 0.00527072 0.00207053 0.00399688 0.00268256 0.00439455 0.00261289
internal_count=3910 3658 3220 2914 2715 2429 1946 1759 552 1207 460 92 267 188 438 317
is_linear=0
shrinkage=0.00533549


Tree=1846
num_leaves=16
num_cat=0
split_feature=124 123 484 133 12 457 484 12 160 15 4 13 160 15 3
split_gain=8.08444e-05 0.000114021 0.000171193 0.000148367 0.000127257 0.000138254 0.0001855 0.000246512 0.000193909 0.000270097 0.00017968 0.000158386 0.000148527 0.000120787 7.26585e-05
threshold=0.11158000000000001 1.0000000180025095e-35 -0.0043499999999999988 0.098810000000000023 -0.0089849999999999982 -0.0034949999999999994 0.088180000000000022 0.092365000000000017 0.090735000000000024 1.0000000180025095e-35 0.08734500000000002 -0.083924999999999986 -0.080184999999999992 -0.095799999999999982 -0.077894999999999978
decision_type=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 12 -9 -11 -7 -14 -15
right_child=-2 -3 3 -5 5 6 -8 10 -10 11 -12 -13 13 14 -16
leaf_value=-0.0028013809593591351 0.0018456177909200113 0.0016229837253770945 -0.0021883743814840356 -0.0022587891669305048 -0.0018308435920599934 0.00030889885733537039 -0.0022256856831564631 -0.002346546833059444 -0.0011601387232722299 0.0018554530082085202 0.00061615744107066999 -0.0014640559729641018 0.0019160273989935134 0.0029657691190335084 0.0054438973707306238
leaf_weight=0.0011402065578066624 0.0010136670417836826 0.0015972202598907538 0.0010560254294947847 0.0013411687385549561 0.0013442532275864125 0.0010190541858507429 0.0010985993576691716 0.001774986368729096 0.001277411244121035 0.0011503252557923862 0.0019860384263706288 0.0015382245370234044 0.0018182051713546907 0.0010220978525923574 0.0011527137611901973
leaf_count=592 40 314 197 486 169 164 237 485 89 228 117 441 115 142 94
internal_value=0 -0.000112445 -0.00026052 -9.57157e-05 8.29429e-05 0.000240931 0.000442193 0.000672268 0.00128151 0.00168654 -0.000782068 -4.3768e-05 0.0026147 0.00320317 0.00427925
internal_weight=0 0.0203165 0.0187193 0.0175791 0.0162379 0.0151819 0.0138377 0.0127391 0.00897803 0.00770062 0.00376102 0.00268855 0.00501207 0.00399302 0.00217481
internal_count=3910 3870 3556 2964 2478 2281 2112 1875 1273 1184 602 669 515 351 236
is_linear=0
shrinkage=0.0067667


Tree=1847
num_leaves=26
num_cat=0
split_feature=1213 1456 14 151 52 1374 43 42 40 133 160 0 43 49 3 15 132 4 4 4 47 15 3 4 4
split_gain=0.000555498 0.000381063 0.000368196 0.000353301 0.000336256 0.000293056 0.000314072 0.000361927 0.000342477 0.000386924 0.000353842 0.000553216 0.000346311 0.000408027 0.000381343 0.000423072 0.000335725 0.000270797 0.000275249 0.000527456 0.000294587 0.000242036 0.000320191 0.000209992 9.79424e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.27336999999999995 -0.42985499999999993 0.084470000000000003 0.25671000000000005 -1.0000000180025095e-35 -0.0068699999999999985 -0.029614999999999995 -1.0000000180025095e-35 -0.11524 -0.069494999999999987 0.093425000000000022 -0.078669999999999976 0.041585000000000004 0.080815000000000012 -0.23071499999999998 -0.056579999999999991 0.0057500000000000008 0.089345000000000022 -0.017214999999999998 -0.074234999999999982 0.15927500000000003 -0.00072999999999999985
decision_type=2 2 2 2 2 2 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 16 -9 -10 11 -11 14 17 15 24 21 -14 -19 -20 23 -6 -23 -21 -12
right_child=1 2 -4 4 5 -7 -8 8 9 10 12 -13 13 -15 -16 -17 -18 18 19 20 -22 22 -24 -25 -26
leaf_value=-0.00093221422270113553 -0.00074460266362579204 -0.00074946014637963831 -0.0007178043953420235 -0.00069993480092624377 -0.00084000602813048527 -0.00061064794162139985 -0.00054974914738542319 0.00091732888957691454 0.0010003410748767145 0.00021537706463903972 -0.00037504614350888704 -0.0010770258726175168 -0.00068833643758468453 0.00099348406494426632 0.0013152816308326725 0.0011199501041756841 0.00055878963029267544 0.00072917318685036619 -0.00076615752068105269 0.00020599924031699889 -0.00029632645540201858 -0.00058915286200010282 0.00053875301889619298 0.0010579793920591706 0.00028200501400154406
leaf_weight=0.001389098737965124 0.0013497299837944973 0.0010498034937804759 0.0012792171606575411 0.0010411821848498306 0.0014152780856841879 0.0010452299466948136 0.0012020392985886965 0.0018965394204328431 0.0014106397537326223 0.001994254310130561 0.0010027909965886206 0.0011549939282239899 0.001052656753081741 0.0010642422791452546 0.0012954177115070123 0.0010437919146282226 0.0011590843461304345 0.0013267917197334811 0.0015334466165897367 0.0015970857053506649 0.0013945850124672532 0.0011719460662029668 0.0010571597859874151 0.0010647626863962145 0.0010011617773240111
leaf_count=592 332 95 92 275 160 88 176 292 136 69 66 468 26 45 59 34 135 181 101 30 31 260 22 105 40
internal_value=0 2.79439e-05 6.24096e-05 9.68554e-05 0.000128671 0.000160762 0.000191968 0.000228156 0.000316796 0.000253299 0.000189532 -0.000258615 0.000295038 0.000129248 0.000639873 0.000352797 -0.000137831 1.38356e-05 0.0001207 -2.37248e-05 0.000256936 -0.000359388 -5.42403e-05 0.000546799 -4.67877e-05
internal_weight=0 0.0316038 0.0302541 0.0289749 0.0279251 0.0268839 0.0258387 0.0246366 0.0198332 0.0179366 0.016526 0.00314925 0.0133767 0.00903357 0.00434316 0.00304774 0.00480347 0.00796933 0.00691667 0.00558988 0.00405643 0.00364438 0.00222911 0.00266185 0.00200395
internal_count=3910 3318 2986 2894 2799 2524 2436 2260 1683 1391 1255 537 718 519 199 140 577 474 448 267 166 442 282 135 106
is_linear=0
shrinkage=0.00148603


Tree=1848
num_leaves=27
num_cat=0
split_feature=14 1213 160 52 1374 1374 150 484 157 12 159 50 130 0 52 0 48 47 1 13 0 47 0 12 4 13
split_gain=0.000487075 0.000448662 0.000439823 0.000417806 0.000415456 0.000342908 0.000437138 0.000460534 0.000434871 0.000411282 0.00038207 0.000284577 0.000279922 0.000298049 0.000440657 0.000383456 0.000351726 0.000397596 0.000414252 0.00029853 0.000296764 0.000291671 0.000211429 0.000370244 0.000173553 8.54307e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 -0.42985499999999993 -0.094679999999999986 0.086000000000000007 0.095565000000000011 -0.0043499999999999988 -0.077534999999999979 0.11655500000000001 0.10519500000000001 0.10030500000000002 -0.0015749999999999998 -0.077944999999999987 0.11401500000000002 -0.099024999999999988 0.091065000000000021 0.09252500000000001 0.076710000000000014 -0.083514999999999992 0.15480500000000005 0.09023500000000001 -0.017269999999999997 0.088325000000000015 0.05309500000000001 -0.053249999999999999
decision_type=2 2 2 2 2 2 2 2 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 -9 10 11 12 -10 15 20 16 17 18 -14 -17 22 -18 23 -15 -20 -24
right_child=-2 2 3 4 5 -7 -8 8 9 -11 -12 -13 13 14 -16 19 21 -19 24 -21 -22 -23 25 -25 -26 -27
leaf_value=-0.00077440363047510225 -0.00087441909871878616 -0.00088999445035891419 -0.00075920238664877176 -0.00067431423223971343 -0.00059499651156580207 -0.00066427913422165445 0.00084689829006366721 0.0008620730481452844 -0.00041959695500257252 -0.00058130772499131425 -0.00067716787836199046 0.00085956669522254552 -9.5587520198996703e-05 -0.00015588050248866939 -0.00039934431454538251 0.00018610442902813038 -0.00080225344526367007 -0.00035703827544021372 0.00065881866828230019 -0.00079184338944349652 -6.4116969059241198e-05 0.00026694898495900697 0.00081698604409875006 0.00090333727535349103 0.0013773527420823141 0.0014108991067558966
leaf_weight=0.0014410181585697559 0.0013382089938773203 0.00101124587513604 0.0011956086719068773 0.0013418948445362835 0.0017137078826087579 0.0010471387537513968 0.0019691767127458784 0.0018669247309351092 0.0015139138449268832 0.0016009933054961503 0.0010395988727669439 0.0014107735928757239 0.0011418972212023804 0.0011095185890615117 0.0010830482089296822 0.0011183766103143233 0.0010444564913427712 0.001035759062770758 0.0018583272021472919 0.0016255089855127325 0.0011391100189896974 0.0011246576310357526 0.0010113744608739594 0.0018997746722906328 0.0011581751166020865 0.0010454731195338367
leaf_count=578 126 258 337 66 478 89 190 150 201 85 117 96 74 94 57 136 47 29 57 274 27 47 41 155 54 47
internal_value=0 2.139e-05 5.60284e-05 8.58354e-05 0.000118533 0.000154527 0.000184601 0.000135463 0.000185882 0.000130902 0.000184284 0.000228357 0.000181264 0.000233557 0.000458128 7.16179e-05 0.000244846 0.000450614 0.000651781 -0.000393243 0.000607789 -0.000247886 0.000758866 0.000512806 0.000934697 0.00111887
internal_weight=0 0.0345475 0.0331064 0.0320952 0.0308996 0.0295577 0.0285105 0.0265414 0.0248277 0.0229607 0.0213597 0.0203201 0.0189094 0.0173955 0.0072883 0.0101072 0.00736327 0.00519416 0.0041584 0.00274389 0.00620525 0.00216911 0.00506614 0.00300929 0.0030165 0.00205685
internal_count=3910 3784 3206 2948 2611 2545 2456 2266 1788 1638 1553 1436 1340 1139 421 718 308 214 185 410 364 94 337 249 111 88
is_linear=0
shrinkage=0.00145689


Tree=1849
num_leaves=16
num_cat=0
split_feature=0 4 12 47 48 1 2 2 3 48 52 151 12 16 3
split_gain=8.60523e-05 0.000173803 0.000241017 0.000163248 0.000161732 0.000158919 0.000156776 0.000215136 0.000175767 0.000111205 0.000158521 0.00014125 0.000195056 0.000172531 7.86126e-05
threshold=-0.017269999999999997 -0.49837999999999999 0.084100000000000022 0.13177500000000003 -0.086624999999999994 0.12864500000000004 0.097940000000000013 0.11230000000000001 0.12046500000000002 0.092150000000000024 -0.092084999999999986 -0.0074049999999999993 0.086865000000000012 -0.084184999999999996 -0.088024999999999978
decision_type=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 -13 -14
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 11 12 14 -15 -16
leaf_value=-0.0020738049825489396 -0.00086838687886742953 0.0032385825559417842 0.00013334323009537265 -0.0020913197466175502 -0.0021236493946484043 0.0018741670011033036 0.0022588273175998823 0.0011434755530451339 -0.0015016816254759297 -0.0020701321719644459 0.0014549842722538008 -0.003128059543559721 0.0016425079713467377 -0.00030367136805130074 -0.00019768595524895748
leaf_weight=0.0010429954650321696 0.0014389338817375405 0.0011973721477709217 0.0017537166216534672 0.0011903770387944315 0.0011142694979694029 0.0013101171038989974 0.0016709192458867076 0.0014617639137130822 0.0014000700759493334 0.0010978834894813669 0.0015631119792603055 0.0010176773560825886 0.001212500676312761 0.0015587326589656791 0.0014525999127701708
leaf_count=81 162 162 122 71 320 207 357 299 71 162 232 269 241 327 827
internal_value=0 0.000651952 0.00139326 -0.000185502 -4.28441e-05 9.97087e-05 -7.18654e-05 0.000737598 -0.000150592 -0.000478785 -0.000258158 4.73191e-05 -0.000372472 -0.0014193 0.000639519
internal_weight=0 0.00439002 0.00295109 0.017093 0.0159026 0.0148596 0.0135495 0.00453275 0.00286183 0.00901678 0.00791889 0.00680462 0.00524151 0.00257641 0.0026651
internal_count=3910 446 284 3464 3393 3312 3105 727 370 2378 2216 1896 1664 596 1068
is_linear=0
shrinkage=0.00533549


Tree=1850
num_leaves=30
num_cat=0
split_feature=1213 1456 11 1374 14 3 1 151 2 44 13 52 2 4 0 52 13 4 131 157 3 3 4 15 2 3 15 43 3
split_gain=0.000582545 0.000409246 0.000407685 0.000366622 0.000333308 0.00038153 0.000445049 0.000664397 0.000601429 0.000392838 0.000511385 0.00043928 0.000370454 0.000348588 0.000589695 0.000417708 0.000341992 0.000322264 0.00031483 0.000329192 0.000425894 0.000470802 0.000341819 0.000463511 0.000306541 0.000283588 0.000231204 0.000154044 8.48158e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.086000000000000007 0.077685000000000018 -0.12008499999999998 0.087545000000000026 -0.083559999999999982 0.10705000000000002 0.084245000000000014 -0.084084999999999979 0.067395000000000024 0.11362000000000001 -0.49269499999999994 -0.072559999999999986 0.084240000000000023 0.068400000000000002 0.0021050000000000005 0.097135000000000013 -0.062384999999999996 0.11265500000000002 0.094625000000000015 -0.0025899999999999994 -0.10071499999999999 0.11203000000000002 -0.077384999999999995 -1.0000000180025095e-35 -0.030974999999999996 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 12 7 -7 13 10 24 18 16 -9 15 17 -3 26 19 -12 21 22 -21 -24 25 -8 -15 -25 -16
right_child=1 2 -4 -5 -6 6 9 8 -10 -11 11 -13 -14 14 28 -17 -18 -19 -20 20 -22 -23 23 27 -26 -27 -28 -29 -30
leaf_value=-0.00083645842505565646 -0.0006950794846236739 0.00087518489617774832 -0.00062021425132141518 -0.00073212730974216373 -0.00060366215789788285 -0.0012016112445374396 0.00096478647920157819 -0.00063371770754110579 -0.00095579905847359219 -0.00060184908180617772 0.00068694953772388491 0.00075690349780195717 0.0012199753038099554 -0.00056371562168271443 0.00057637637732818072 -0.00069175761746648439 -0.00011301180915797586 0.00072959161279598586 0.00076958750345267459 0.000530076999308602 -0.000730992876944883 0.00076610686675406751 0.00023848162596066906 -0.00042734899740687929 0.0014003848047396178 -4.0684180622281514e-05 0.0003041127624721233 -0.0011891098948665709 0.0011460815444185703
leaf_weight=0.0016018075164488102 0.0014775123768910733 0.0011392840926417415 0.0016569191916320771 0.0010261763831120865 0.0012065120470012838 0.0010366835039881958 0.001149408893412307 0.0010742774244125695 0.0011829909842114303 0.0010334719320397303 0.0010371906777040295 0.0019726089789413584 0.0011509299189806921 0.0011410073680062464 0.0010387656328505468 0.0013735779166551276 0.0017287861306902741 0.0014482248053616642 0.0010171690790059399 0.0010183758465847088 0.0018889493495919396 0.0013296964269908784 0.001373260226955747 0.0010375201426260361 0.0010586993054329946 0.0010548527858120207 0.0012742625331477742 0.0010447000948925452 0.0010113019670825556
leaf_count=592 332 64 143 91 71 188 34 45 191 36 93 124 46 174 77 399 90 130 62 234 72 47 72 42 140 111 149 46 15
internal_value=0 2.66074e-05 5.75097e-05 9.16947e-05 0.00011826 0.00014671 8.5944e-05 -0.000136912 -2.1268e-05 0.000233177 0.000290776 0.000154267 0.000548847 0.000110951 0.000220731 -2.84996e-05 0.00027953 0.000207307 3.23025e-05 -5.36047e-05 -0.000153455 3.45234e-05 -0.000182914 -0.000393042 0.000781071 0.000483617 -0.000105862 -0.000809543 0.000857413
internal_weight=0 0.0359831 0.0345056 0.0328487 0.0318225 0.030616 0.026597 0.0105811 0.00954441 0.0160159 0.0149824 0.0117195 0.004019 0.00836142 0.00728714 0.00523707 0.00286807 0.00386349 0.00974686 0.00872969 0.0076925 0.00580355 0.00447386 0.00345548 0.00326296 0.00220426 0.00241527 0.00208222 0.00205007
internal_count=3910 3318 2986 2843 2752 2681 2481 1368 1180 1113 1077 792 200 989 944 852 154 453 668 606 513 441 394 160 285 145 323 88 92
is_linear=0
shrinkage=0.00140032


Tree=1851
num_leaves=17
num_cat=0
split_feature=41 128 3 3 0 13 3 12 47 4 3 16 4 2 2 42
split_gain=7.81711e-05 0.000123478 0.000144332 0.000213711 0.000187259 0.000122282 0.000112086 0.000150038 0.000377284 0.000207842 0.00026495 0.000196061 0.000165104 0.000140477 0.000193963 3.97426e-05
threshold=0.078535000000000008 1.0000000180025095e-35 -0.12008499999999998 -0.078884999999999997 -0.082994999999999985 0.076210000000000014 -0.074234999999999982 -1.0000000180025095e-35 0.09252500000000001 -0.0037349999999999992 0.11476000000000001 -0.057604999999999996 -0.011209999999999999 0.091525000000000009 0.11339500000000001 0.084435000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 15 -1 -5 12 9 10 -9 13 -8 -11 -15 -4
right_child=-2 -3 3 6 -6 -7 7 8 -10 11 -12 -13 -14 14 -16 -17
leaf_value=0.0031442156566807624 -0.0015131597625565312 -0.0020215505930431272 0.00052603755792875087 0.0020017819627639304 -0.0034482658888628052 0.0004396806234452013 0.003181545434500342 -0.0028928305496954123 -0.0030616710930524227 -0.0016937969695145795 0.001023213441236914 0.002684310680477003 0.00022405380968119231 0.0028104733338372811 -0.00088186959948538372 -0.0011921817546848743
leaf_weight=0.0010481117331229686 0.0012334504931019721 0.0010019574788810359 0.0010026437316156822 0.001328140789860763 0.0011380005483994258 0.0015664771084011875 0.0011138276693982985 0.0014231747707461519 0.0015144177858456495 0.001061562162803259 0.0011929438265063652 0.0017412319943096426 0.0019509166868635118 0.0011101419024295914 0.0010304278666137812 0.0010201119976621445
leaf_count=90 195 276 386 301 620 198 125 337 126 61 59 93 340 81 91 531
internal_value=0 7.60501e-05 0.000185274 -2.52091e-05 -0.00145942 0.00152385 0.00031141 0.000126459 -0.000269538 0.00028982 -0.00110712 0.00102911 0.0012989 0.000129055 0.00103305 -0.000340491
internal_weight=0 0.0202441 0.0192421 0.0166275 0.00316076 0.00261459 0.0134668 0.0121386 0.0090739 0.00755948 0.00261612 0.00494336 0.00306474 0.00320213 0.00214057 0.00202276
internal_count=3910 3715 3439 3151 1537 288 1614 1313 848 722 396 326 465 233 172 917
is_linear=0
shrinkage=0.0061288


Tree=1852
num_leaves=15
num_cat=0
split_feature=124 4 0 1 12 12 14 15 47 13 150 4 1 13
split_gain=7.92838e-05 0.000102854 0.00014648 0.000185678 0.000181218 0.000120459 0.000115842 0.000222203 0.000174576 0.000176976 0.00015931 0.000151534 0.000392958 0.000162018
threshold=0.11158000000000001 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.085185000000000025 0.087215000000000015 -0.13131999999999996 -0.15202999999999997 0.09252500000000001 -0.057284999999999996 -0.081029999999999977 0.0057500000000000008 0.10723500000000001 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 -8 10 -10 -9 13 -13 -12
right_child=-2 2 -4 6 5 -7 7 8 9 -11 11 12 -14 -15
leaf_value=-0.0019041464628660541 0.0018058138963175717 -0.0036345231504764887 0.0017880170758242458 -0.0014425836855985253 0.001340568767557494 -0.0014808928316236451 0.0034392247317879009 0.0030195282449171244 0.00059981578744645403 -0.0031374965265978951 0.00073562223834787693 0.0035598175047860496 -0.0011432584352268043 -0.0019895579615741652
leaf_weight=0.0013084374943537749 0.0010026817011064828 0.0011498244178157402 0.0018578507219077769 0.0016166962328021265 0.0010015995131435682 0.0019872670534342336 0.0010014476698025224 0.0010601708970310346 0.0010092453338579332 0.001246183352774378 0.0019241750021560282 0.0016573096742837912 0.0014801719081932174 0.0019163191977536135
leaf_count=175 40 488 163 157 284 1119 220 56 131 109 558 96 85 229
internal_value=0 -0.000105352 1.91235e-05 -0.000173619 -0.0013964 -0.000535392 0.000218329 0.000456061 0.000165834 -0.00146515 0.000623471 0.000259436 0.00134104 -0.000624181
internal_weight=0 0.0202167 0.0189083 0.0170504 0.00413869 0.00298887 0.0129117 0.011295 0.0102936 0.00225543 0.00803815 0.00697798 0.00313748 0.00384049
internal_count=3910 3870 3695 3532 1891 1403 1641 1484 1264 240 1024 968 181 787
is_linear=0
shrinkage=0.00663402


Tree=1853
num_leaves=16
num_cat=0
split_feature=1374 150 484 15 41 157 50 0 2 4 13 0 16 4 42
split_gain=8.34062e-05 0.000133716 0.000181132 0.000142901 0.000130647 0.000114121 0.000160843 0.000193196 0.000213295 0.00020099 0.000213548 0.000195782 0.000164853 0.000160923 0.000135278
threshold=-0.094679999999999986 0.084800000000000014 -0.0043499999999999988 -0.088379999999999986 0.078150000000000011 -0.077534999999999979 0.10030500000000002 -0.017269999999999997 0.11203000000000002 0.15927500000000003 -0.084084999999999979 0.12346000000000001 0.24895000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=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 -7 -9 -13 14 -12
right_child=1 3 4 -5 -6 6 -8 11 -10 -11 13 12 -14 -15 -16
leaf_value=-0.0017150593637045089 -0.002643060780654286 0.003023100823647539 0.0017701552485794908 0.00015168009082986458 -0.0021111749560589121 -0.0032930543243700231 0.0023272945016558329 0.0030037836085236979 -0.0024971401056964513 0.0016211440476898056 -0.0010296423543387861 -0.0018346835131080297 0.001640560525470916 -0.0015394518045131233 0.0017596084458488515
leaf_weight=0.0010278626083577427 0.0010082266822241731 0.0011170667717927268 0.001516365563669326 0.0015604153496605591 0.0010009440895802626 0.0010105993121813294 0.001030687188480984 0.0012456899795653337 0.0018578585089916236 0.0017805793479503326 0.0010265366628719333 0.0010135074757080358 0.0010376430401919379 0.0019645039499187281 0.0017955605994144832
leaf_count=68 583 117 254 279 157 339 230 148 312 145 571 53 50 200 404
internal_value=0 7.51675e-05 -0.000122212 0.00134966 3.3901e-05 0.000174422 -1.38852e-06 -0.000189894 -0.000636147 -0.000179884 -0.000733061 0.00108729 -7.66152e-05 -0.000192567 0.00074502
internal_weight=0 0.0199662 0.0172887 0.00267748 0.0162805 0.0152795 0.0137632 0.0127325 0.00943564 0.00757778 0.0057972 0.00329684 0.00205115 0.0047866 0.0028221
internal_count=3910 3842 3446 396 2863 2706 2452 2222 1971 1659 1514 251 103 1175 975
is_linear=0
shrinkage=0.0061288


Tree=1854
num_leaves=25
num_cat=0
split_feature=1213 1456 2 11 14 13 13 2 12 453 3 43 0 3 1374 0 2 15 15 39 16 16 2 16
split_gain=0.000483934 0.000344228 0.000303671 0.000291087 0.000305498 0.000419042 0.000467509 0.000735202 0.000317704 0.000351965 0.000351872 0.000306015 0.000441731 0.000881313 0.000303447 0.000299069 0.000358961 0.000365672 0.000224675 0.000204094 0.000153879 0.000181111 0.000180544 3.53308e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.088315000000000018 0.077685000000000018 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.015794999999999997 0.0041500000000000009 -0.053834999999999994 -0.115685 -0.094679999999999986 -0.23029999999999998 0.090420000000000014 -0.07052499999999999 0.05377500000000001 0.090190000000000006 0.0015250000000000001 -0.083564999999999987 0.083185000000000023 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2 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 18 10 11 -7 12 14 -14 -10 -16 20 -18 -8 -12 21 22 -17 -9
right_child=1 2 -4 -5 -6 8 7 23 9 -11 19 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00083979422345661383 -0.00070472083163149743 -0.00035436269892563719 0.0006858543187481164 -0.00059799153798368448 -0.00067707247484139323 0.00098511679916810004 -0.00031820064358985733 0.0009663544929408613 -0.00054432111914055556 -0.00086010333185251029 -0.00042655656113292878 -0.00065949222752355113 0.00040736652819171074 -0.0011891931945962292 0.00070025070813490426 2.9708585514768632e-05 7.912139053536215e-05 -0.0009451039004125313 0.00051646400270202709 0.00044646837496351775 0.00064520915452799912 -0.00017631101955793954 0.00081147425068922043 0.0013071564473218118
leaf_weight=0.0013760925231602458 0.0012749751741564222 0.0013161202238742842 0.0013554533450928904 0.001476555520639077 0.0011184588146263543 0.0011788851744294199 0.001388672565864584 0.0011507599344700026 0.0011859039909527533 0.0011243497485056144 0.0010050856981925196 0.0014676883516592512 0.0012009241752761746 0.0015569327312188403 0.0019370548186809994 0.0011958655792256804 0.0017938909573775169 0.0011042917427052101 0.001161184967401252 0.0010994956604887876 0.0017060717569969963 0.0018814325922476057 0.0011234921868599201 0.0012384179386997207
leaf_count=592 332 41 164 137 68 119 129 61 55 63 123 288 88 155 77 66 153 228 51 99 149 473 135 64
internal_value=0 8.26663e-06 3.78126e-05 7.94712e-06 3.99751e-05 6.98816e-05 0.000387248 0.000584868 -2.66673e-05 -0.000102548 0.000372626 -4.98195e-05 1.11105e-05 -0.000493962 0.000127888 0.000202098 9.25075e-05 -0.000311138 6.1899e-05 2.95375e-05 0.000290555 0.000146519 0.000408394 0.00114301
internal_weight=0 0.032042 0.030767 0.0294115 0.027935 0.0268165 0.00625516 0.00493904 0.0205614 0.0172779 0.00328347 0.0161535 0.0146859 0.00275786 0.011928 0.0107421 0.00880504 0.00289818 0.00254986 0.00210458 0.00590686 0.00420079 0.00231936 0.00238918
internal_count=3910 3318 2986 2822 2685 2617 346 305 2271 1930 341 1867 1579 243 1336 1281 1204 381 180 222 823 674 201 125
is_linear=0
shrinkage=0.00140032


Tree=1855
num_leaves=16
num_cat=0
split_feature=14 157 43 12 13 4 43 16 43 0 42 47 0 160 1
split_gain=8.63752e-05 8.67331e-05 0.000118132 0.000250429 0.000263541 0.000288372 0.000187692 0.000176022 0.00031672 0.000121054 0.000321569 0.00014111 0.000114163 8.63189e-05 7.9824e-05
threshold=0.05884000000000001 -0.077534999999999979 -0.053009999999999995 0.051320000000000005 0.16421000000000002 -0.084009999999999987 -0.07959999999999999 -0.055679999999999993 0.088185000000000013 -0.10462499999999998 0.08221500000000001 0.080075000000000021 -0.087614999999999985 0.086110000000000006 0.09692000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 -5 -7 9 12 11 -11 13 -9 -4 -3
right_child=-2 2 7 4 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0013974363837003265 -0.0018053704677267934 0.0011590458938239864 0.0010373970841658781 0.0034065543882902008 -0.0030511319351750167 -0.0017187041041796958 0.0016627438389107843 -0.0013061973119172473 0.0010054832726479031 0.0027903839491622514 -0.0016164497770580198 -0.0021481427294349066 -0.0039808297072878368 -0.0010308389508865111 0.0035943939992912682
leaf_weight=0.0017700486188081529 0.0010010307523738429 0.0010404258760263697 0.0019755051116740587 0.0010153766754081202 0.0010003639400078118 0.0017622502035604046 0.0010086691760994582 0.0011046057315405242 0.0012724388985559248 0.001736984640195352 0.0010313083333113454 0.0014168613492677312 0.0014323848015620469 0.0013125631714044073 0.001063722123056117
leaf_count=443 141 82 183 153 126 547 285 123 106 481 441 90 390 77 242
internal_value=0 7.64637e-05 -5.21957e-05 0.000592732 -0.00019741 0.000556562 -0.000487791 -0.000446081 -0.00153973 0.0001114 0.00114865 -0.000498898 -0.00281629 0.000211778 0.0023902
internal_weight=0 0.0199435 0.0181735 0.00689081 0.00478666 0.0037863 0.00277092 0.0112827 0.00380943 0.00747322 0.00276829 0.00470493 0.00253699 0.00328807 0.00210415
internal_count=3910 3769 3326 1435 1111 985 832 1891 619 1272 922 350 513 260 324
is_linear=0
shrinkage=0.00625138


Tree=1856
num_leaves=24
num_cat=0
split_feature=1213 52 1456 151 14 43 42 123 38 1 13 4 13 49 0 0 12 4 43 43 1 151 0
split_gain=0.000449439 0.000356797 0.000341191 0.000351661 0.00030313 0.000272113 0.000364361 0.000457696 0.000362636 0.000461476 0.000309336 0.000316534 0.000285675 0.00028367 0.000275153 0.000300952 0.000253261 0.000220727 0.000228914 0.000352616 0.000202732 0.000179989 0.000163513
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.27336999999999995 0.077685000000000018 0.25671000000000005 -0.10770999999999999 0.083745000000000014 1.0000000180025095e-35 0.11235500000000002 0.16421000000000002 -0.0021099999999999995 -0.060719999999999989 -1.0000000180025095e-35 -0.17106499999999999 -0.10209999999999998 0.085250000000000006 -0.078484999999999985 -0.083254999999999982 0.0016850000000000001 0.12019000000000001 -0.0095999999999999992 -0.089539999999999995
decision_type=2 2 2 2 2 2 2 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 10 11 13 -11 16 21 -16 -8 18 -15 -20 -14 -13 -17
right_child=1 2 3 4 -6 -7 7 -9 -10 12 -12 14 20 17 15 22 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.00092454189280563245 -0.00086388931923849269 -0.00075268963549465545 -0.00081393755240490257 -0.00050820876929567947 -0.00066799021712803173 -0.00058654350438042872 -0.00062424585700831257 0.0011153753929979693 -0.000677606585967302 0.0012234856656719365 -0.00072828269404790662 -0.00017193489215038536 0.00094954957269595256 0.00091897023040558086 -0.00081640561528093501 0.00042770158396581624 0.00045917067620764414 0.0010177958245499404 -0.00041889194703776566 0.00063521062415629933 7.2868325964491707e-05 0.00063117569219350216 -0.00040302706531142026
leaf_weight=0.0013139994947767982 0.0011023433531689572 0.0012619896523563467 0.0010422190501788711 0.0017363655766277483 0.0011647380313734015 0.0011783921540320366 0.0011502380419405331 0.0013982662682367327 0.0011489396932427001 0.0015745811172160062 0.0010247335550719319 0.0011865325358559886 0.0010218421578053185 0.0012862796481414298 0.0018318442399207768 0.0012469720752653346 0.0010057594306361328 0.0017602581643873507 0.0015158433294236084 0.0016463815418423788 0.0018321699506813616 0.0016717944536219775 0.0011171128294696171
leaf_count=592 345 285 82 139 82 176 136 259 74 152 57 41 46 95 101 90 101 340 297 78 108 47 187
internal_value=0 1.71462e-05 4.97334e-05 8.52136e-05 0.000119292 0.000154112 0.000188807 0.000240485 0.000184933 0.000232412 0.000110724 0.000166483 0.000684252 0.000373979 -7.95595e-05 -0.000336617 -0.000118839 0.00054511 0.00035807 0.000129916 0.000386753 0.000297793 3.51532e-05
internal_weight=0 0.0309056 0.0298033 0.0285413 0.027499 0.0263343 0.0251559 0.0234195 0.0220213 0.0208723 0.0164437 0.015419 0.00442859 0.00836476 0.00705426 0.00419593 0.002156 0.00620876 0.0044485 0.00316222 0.00285401 0.00285833 0.00236408
internal_count=3910 3318 2973 2688 2606 2524 2348 2209 1950 1876 1570 1513 306 1047 466 378 237 810 470 375 154 88 277
is_linear=0
shrinkage=0.00157699


Tree=1857
num_leaves=16
num_cat=0
split_feature=453 4 1 12 15 3 49 4 0 0 16 0 15 49 49
split_gain=8.70737e-05 0.00016224 0.000172002 9.6859e-05 9.55839e-05 0.000169137 9.9846e-05 0.000197522 0.000135263 0.000239634 0.000203087 0.000153377 0.000280913 0.000158427 4.04265e-05
threshold=1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 0.10673000000000001 -0.095799999999999982 0.13772500000000001 0.0037600000000000003 -0.23071499999999998 -0.070894999999999986 -0.082994999999999985 0.31524000000000002 -0.084304999999999977 0.079360000000000014 -0.069934999999999983 -0.006494999999999999
decision_type=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 11 -10 12 13 -9 -15
right_child=-2 2 -4 -5 5 -7 -8 8 10 -11 -12 -13 -14 14 -16
leaf_value=-0.0011524331816021866 -0.0013708799896272271 -0.00010426068984230946 0.0022263993058371854 -0.0015925895846384658 -0.001782244428973247 0.0019388828396480239 0.0013956197235985136 -0.0011814006237501017 0.002513947025410722 -0.0025574464852750668 -0.00038156825808135483 0.0019212861985472957 -0.0027026821417052661 0.00057536674481513124 0.0020468695978584483
leaf_weight=0.0018352380397998651 0.0012139145431094836 0.0016779717513835659 0.0017913839911491251 0.0011766488487235651 0.0018521352215683179 0.0012668156682245088 0.0011467887952570513 0.0010493685825245791 0.001343276794369355 0.0010866019043898056 0.0013083589774343096 0.001057808501026769 0.0010133279017202276 0.0010108340721894857 0.001032798385458695
leaf_count=329 99 176 332 301 215 88 394 127 202 748 81 124 481 97 116
internal_value=0 7.27003e-05 0.00109916 -0.000147397 -3.40562e-05 0.000121812 -7.16036e-05 -0.000228058 9.52893e-05 -0.000324665 0.00108525 0.000145141 -0.000312402 0.000470701 0.00131903
internal_weight=0 0.0196494 0.00346936 0.01618 0.0150034 0.0131681 0.0119013 0.0107545 0.00890238 0.00625074 0.00265164 0.00516414 0.00410633 0.003093 0.00204363
internal_count=3910 3811 508 3303 3002 2673 2585 2191 1976 1693 283 945 821 340 213
is_linear=0
shrinkage=0.00523088


Tree=1858
num_leaves=17
num_cat=0
split_feature=0 1 2 2 0 0 52 52 51 50 159 48 4 1 47 0
split_gain=7.71693e-05 0.000150789 0.000197094 0.000304378 0.000182413 0.000115724 0.00011053 0.000170128 0.000151894 0.000158009 0.000200934 0.000167087 0.000262257 0.000267604 0.000179499 0.000231604
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 0.097360000000000016 -0.089879999999999974 -0.082604999999999998 -0.27466499999999994 -0.091329999999999981 -0.07742499999999998 0.10119500000000002 -0.026594999999999997 0.084905000000000022 0.0057500000000000008 0.11097000000000001 0.088495000000000004 -0.10783
decision_type=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 -9 10 -10 14 -13 -14 15 -12
right_child=-2 6 -4 -5 5 -7 7 8 9 -11 11 12 13 -15 -16 -17
leaf_value=-0.0034629265852788972 0.0017433843131457061 -0.0014520353034868738 -0.0033499944375398514 0.0027209793905744093 0.0013047439459089592 -0.0015944296065194688 0.0025870945944821153 -0.0020369290451052813 0.0034100328820724883 -0.0019597593601098726 0.003967381392240365 -0.0032207647483222662 0.0027827730638955933 -0.0018062674520865219 -0.00088896910056692792 0.00047656806500326939
leaf_weight=0.0011158060398140917 0.0010069366090997281 0.0014297583153901347 0.0011892726368170972 0.0010355424579777395 0.0010731689617208499 0.0012735688177324496 0.0014075204129328231 0.0011631710814529747 0.0010420130166703965 0.0010340398149035765 0.0014168687960602238 0.0011673807027211547 0.0011335440055946222 0.0010223107513221905 0.0012760113274943308 0.0018586365940831745
leaf_count=380 44 207 339 160 613 488 217 133 118 240 178 162 43 62 60 466
internal_value=0 -0.000102716 -0.000995317 -0.000372752 -0.00129799 -0.00026863 0.000261161 0.000456781 0.000186989 0.000446948 0.000726044 0.000370889 -0.000737844 0.000606641 0.00118042 0.00198657
internal_weight=0 0.0196386 0.00568736 0.00449809 0.00346254 0.00234674 0.0139513 0.0125215 0.011114 0.00995081 0.00891677 0.00787475 0.00332324 0.00215585 0.00455152 0.00327551
internal_count=3910 3866 1980 1641 1481 1101 1886 1679 1462 1329 1089 971 267 105 704 644
is_linear=0
shrinkage=0.00650394


Tree=1859
num_leaves=24
num_cat=0
split_feature=1213 1456 14 3 453 11 3 160 124 1374 0 47 52 42 4 0 15 4 47 3 16 3 15
split_gain=0.000497822 0.000384904 0.00027781 0.000234495 0.00024523 0.000224279 0.00024279 0.000281918 0.000228984 0.000197809 0.000245184 0.000209881 0.000248495 0.000287361 0.000355237 0.000338091 0.000304007 0.000367954 0.000219437 0.000186401 0.000243573 0.000134787 7.95342e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.217635 -0.080429999999999988 -0.094679999999999986 -0.23029999999999998 0.10783500000000001 -0.11051499999999999 0.083725000000000008 -0.017449999999999997 -0.082994999999999985 0.079360000000000014 -0.34687499999999999 0.13206500000000002 0.10666500000000002 -0.057604999999999996 -0.23098999999999997 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
left_child=-1 -2 3 4 5 6 21 -8 -9 -10 -11 12 -12 14 16 22 17 -14 -13 20 -16 -3 -15
right_child=1 2 -4 -5 -6 -7 7 8 9 10 11 18 13 15 19 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00083278633957046969 -0.000701924355301816 0.00021988995846425769 -0.00057294557621786839 0.00068877414183943588 -0.00052005423501782664 -0.00042938464380315466 -0.00059968113837555008 0.00072699658280560807 -0.00047932413326515704 0.00062503719162465305 -0.00045570402726229759 0.00086589709667683951 -9.8356064828569567e-06 0.00046645693300691838 -0.0010644125327389791 -0.00020538528747162597 -0.00022232044759990042 0.00097447218148607551 7.6958467374948751e-05 -2.3619595568868889e-05 -0.00017062283462086989 0.00089254058266151771 0.00096900812445444798
leaf_weight=0.0012270336300142922 0.0012122605938834413 0.0010534435119907981 0.0011634172562730019 0.0010776544886306463 0.0012073350125665341 0.0013670491640986873 0.0010174948842905157 0.0010025666139541192 0.0010408460608619654 0.0014881703853917181 0.0018091740788160936 0.00107439971285228 0.001341696863830677 0.001202925234978891 0.0010653167589282225 0.0010794563546696343 0.0018470235628095244 0.0013039583579745797 0.0014321350134300914 0.0016096582478120069 0.001058298789411322 0.0010218598563307346 0.00100766342999703
leaf_count=592 332 84 92 161 82 121 275 201 59 70 315 84 29 256 144 302 348 41 38 35 118 56 75
internal_value=0 2.56212e-05 5.79617e-05 8.60759e-05 6.01275e-05 8.95306e-05 0.00012112 7.73374e-05 0.000112913 7.93817e-05 0.000112957 6.48222e-05 -1.07224e-06 7.03508e-05 -6.1474e-05 0.000399947 0.000188494 0.000475298 0.000415129 -0.00036229 -0.000618995 0.000551097 0.000695537
internal_weight=0 0.0284838 0.0272715 0.0261081 0.0250305 0.0238231 0.0224561 0.0203808 0.0193633 0.0183607 0.0173199 0.0158317 0.0133252 0.011516 0.00822595 0.00329005 0.00449268 0.00264566 0.00250653 0.00373327 0.00212362 0.0020753 0.00221059
internal_count=3910 3318 2986 2894 2733 2651 2530 2390 2115 1914 1855 1785 1663 1348 715 633 418 70 122 297 262 140 331
is_linear=0
shrinkage=0.00131955


Tree=1860
num_leaves=16
num_cat=0
split_feature=1 151 15 42 457 51 42 52 2 151 3 52 1 0 43
split_gain=8.58908e-05 0.000116279 0.000207358 0.000120677 0.000165581 0.000140834 0.00013392 0.000164071 0.000199313 0.000248812 0.000224397 9.46654e-05 0.000150241 7.28587e-05 4.24992e-05
threshold=0.12864500000000004 0.087190000000000017 0.091600000000000015 0.092635000000000009 -0.0034949999999999994 -0.07742499999999998 -1.0000000180025095e-35 0.11401500000000002 0.086875000000000022 -0.044604999999999992 -0.078884999999999997 -0.080899999999999986 0.088965000000000002 -0.071339999999999987 -0.090164999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 14 8 10 -10 -8 -11 -13 -2 -7
right_child=13 -3 -4 -5 5 6 7 -9 9 11 -12 12 -14 -15 -16
leaf_value=-0.0025772233522747263 0.0026506168749371672 0.0019691941629405955 -0.003135673224004818 -0.0018131812154095633 -0.0015855556323737426 -5.0213511774365203e-06 -0.0026032631759301738 -0.0011208822409373958 -0.00058809136376584915 0.0013841657560511754 0.0015276613225305843 0.0025247127287598876 0.0059873244298948372 0.00022410664534749819 -0.0020352486490341605
leaf_weight=0.001049108307898978 0.0010221749338422889 0.0011617889742165507 0.0012144238369381629 0.0018309808360418576 0.0016500721665117244 0.0010353336512553407 0.0010751037355610097 0.0015187846573237324 0.0011350996423339366 0.0010296804186075703 0.0016550682218482429 0.0015548139152530283 0.0010341401096810865 0.0015332176867688457 0.0010091190646418649
leaf_count=246 147 121 589 423 402 240 327 156 129 115 132 117 64 184 518
internal_value=0 -0.00018476 -0.000333789 -0.000115351 0.000110797 0.000332895 0.000619447 0.000988829 0.00141697 0.00228765 -9.90393e-05 0.00318972 0.00390783 0.00119473 -0.00100712
internal_weight=0 0.0179535 0.0167917 0.0155773 0.0137463 0.0126972 0.0110471 0.00900269 0.00748391 0.00475373 0.00273017 0.00361863 0.00258895 0.00255539 0.00204445
internal_count=3910 3579 3458 2869 2446 2200 1798 1040 884 425 459 296 181 331 758
is_linear=0
shrinkage=0.00704007


Tree=1861
num_leaves=28
num_cat=0
split_feature=1213 3 151 1348 14 1456 1374 52 133 159 49 52 52 131 457 4 0 2 1 42 16 43 3 15 50 13 1
split_gain=0.000441422 0.000370631 0.000376183 0.000394378 0.000529152 0.000459464 0.000326217 0.00031455 0.000297608 0.000315816 0.000289559 0.000296185 0.000376546 0.000324137 0.000284604 0.000336428 0.000331385 0.000484186 0.000480305 0.000699789 0.000454821 0.000355354 0.000322 0.000292717 0.000192666 0.000114775 4.77772e-05
threshold=-1.0000000180025095e-35 0.31335500000000011 -0.27336999999999995 0.084620000000000015 0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 -0.42985499999999993 0.10681500000000001 -0.034019999999999988 0.10447000000000002 0.11588000000000002 0.10062000000000001 0.089115000000000014 -0.066264999999999991 -0.37626499999999991 -0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.083725000000000008 -0.055679999999999993 0.0016850000000000001 0.088060000000000013 -0.10192499999999999 0.092625000000000013 -0.083654999999999993 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 24 11 12 13 14 -11 -16 17 20 19 21 23 -19 26 -17 -9 -21 -20
right_child=1 -3 3 -5 -6 6 7 8 -10 10 -12 -13 -14 -15 15 16 -18 18 22 25 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00087423718389899156 -0.00092323564358338234 0.00084806528642170944 -0.00095372256051944602 0.00093101860592496389 -0.0010601914797836219 -0.00073538915266357333 -0.00070678149769536308 7.4379528348854929e-05 -0.00052059467725535768 -0.00057688261372798263 0.00095159185585668598 -0.00052226166597114812 0.00105879165003897 0.00094383261650984364 -0.00055713638864257761 -0.00047754428410879416 0.0010201755932928412 -0.001104029857928842 0.0014176488281867469 0.00032800853366760199 -0.0010657301869941792 9.4346098814611842e-05 0.00028908885232667696 0.00051996373051415798 -0.00081322383227294844 0.0010456121121299544 0.00095935952845917747
leaf_weight=0.0013407724941255353 0.0010206116783955102 0.0011776362793929065 0.0010695962002543807 0.0010368661403515325 0.00108230330553749 0.0011351563732464589 0.0010760787668086759 0.001133691094990035 0.0015116951650417506 0.0012354250883384035 0.0012121352426683043 0.0012612995514486016 0.0011974316662686215 0.0011840721177063659 0.0012913662158879772 0.0012241538239025906 0.0011794715633039613 0.001193520915733548 0.0010131118814911133 0.0010219445405128535 0.0011422106835170436 0.0010855904291438567 0.0016722408005334088 0.0015090711417959923 0.0011138985042134925 0.0010263651724424783 0.0010795260293343656
leaf_count=592 96 148 305 69 114 48 264 131 398 111 89 160 46 107 76 48 91 210 20 93 101 89 62 102 171 48 121
internal_value=0 1.35751e-05 -1.84263e-05 1.26789e-05 -2.0555e-05 2.0259e-05 5.95718e-05 9.51495e-05 0.000130679 0.000173904 0.000232962 0.000187868 0.000237475 0.000179137 0.000121369 0.000181114 0.000253628 0.000178081 0.000389066 4.46282e-05 -0.000262477 -0.000533217 0.00078497 7.32009e-05 -0.000365514 0.000687585 0.00118123
internal_weight=0 0.0318865 0.0307088 0.0296882 0.0286514 0.0275691 0.0264995 0.0253643 0.0242882 0.0227765 0.0205289 0.0193168 0.0180555 0.0168581 0.015674 0.0144386 0.0131472 0.0119677 0.0080923 0.00432742 0.00387544 0.00227911 0.00376488 0.00273322 0.00224759 0.00204831 0.00209264
internal_count=3910 3318 3170 3074 3005 2891 2586 2538 2274 1876 1574 1485 1325 1279 1172 1061 985 894 643 440 251 299 203 150 302 141 141
is_linear=0
shrinkage=0.00151575


Tree=1862
num_leaves=27
num_cat=0
split_feature=1213 1456 151 1 49 159 484 12 51 12 3 12 1 3 2 42 160 150 52 3 2 15 3 12 0 160
split_gain=0.000482744 0.000414103 0.000366126 0.000322707 0.000374021 0.000348654 0.000295343 0.000367314 0.00043186 0.000422198 0.00025595 0.00038577 0.000401086 0.000406347 0.000252508 0.000236749 0.000341082 0.000516393 0.000345927 0.000245921 0.000236605 0.000229948 0.000284955 0.000217124 0.000169441 9.3394e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.10386500000000001 0.10960000000000002 0.073745000000000019 0.085815000000000016 0.10214500000000001 -0.031524999999999991 0.086765000000000023 -0.115685 0.10333000000000002 0.11215000000000001 0.11265500000000002 0.11125500000000001 -0.0060199999999999993 0.087825000000000014 0.083205000000000015 0.048490000000000012 -0.084014999999999992 0.12732500000000002 0.085120000000000015 -0.097604999999999983 0.088590000000000016 -0.099024999999999988 -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
left_child=-1 -2 -3 6 5 10 7 8 -4 15 -5 12 14 -14 -12 -10 17 18 24 -20 -15 22 -11 -23 -17 -8
right_child=1 2 3 4 -6 -7 25 -9 9 21 11 -13 13 20 -16 16 -18 -19 19 -21 -22 23 -24 -25 -26 -27
leaf_value=-0.0008283058970665533 -0.00073303959868382474 -0.00077253449091679123 -0.00092411278531876644 -0.00055406319806393346 0.00099393670931108269 0.00081819186946019938 0.0001850818409988334 -0.00075785000921623847 -0.0007118714381952379 0.00063765000638557373 4.1274782367801192e-05 0.00089506431223088654 0.00025270922231152791 -0.0011183670041119932 0.00098439346221549165 -7.4145307530138523e-05 -0.00057135884094181748 0.0010729643913159578 0.00080040739276097646 -0.00015382486493590485 -0.00017689744595683187 0.0011393679725490405 -0.00032915233251085157 0.00031104644219848257 -0.00090236582983429657 0.00078548550275403257
leaf_weight=0.0014764595447710185 0.001471120620683857 0.0010900225623583495 0.0010592167955321983 0.0012009208428070415 0.0013584168970359476 0.0015593939446402203 0.0011562682262414303 0.0016115692504153891 0.0013803145398063599 0.0010739465925280189 0.0012481599369960072 0.00129403325045363 0.0018664232193684391 0.0011765288943298702 0.00116493228388026 0.0010007161617628935 0.0019835418669520433 0.0010124644906549518 0.0011154594394562345 0.0011793088482048297 0.0010929014559115657 0.001142421498414814 0.0016279494807917025 0.0016300907464970038 0.0011013005344278626 0.0010486054818903403
leaf_count=592 332 97 295 114 76 209 111 230 126 58 93 49 147 38 26 50 114 58 27 62 58 68 282 381 156 61
internal_value=0 2.28334e-05 5.73939e-05 8.64962e-05 0.000274186 0.000181976 -3.09052e-05 -9.6267e-05 -2.66122e-05 4.01115e-05 7.2277e-05 0.000168183 2.4555e-05 -0.000250845 0.00049657 -0.000157999 -5.4585e-05 0.000134913 -8.10955e-05 0.000310016 -0.000664979 0.000357597 5.51312e-05 0.000652359 -0.000508071 0.000470625
internal_weight=0 0.033646 0.0321749 0.0310849 0.0119617 0.0106033 0.0191232 0.0169183 0.0153067 0.0142475 0.0090439 0.00784298 0.00654895 0.00413585 0.00241309 0.00877311 0.00739279 0.00540925 0.00439678 0.00229477 0.00226943 0.00547441 0.0027019 0.00277251 0.00210202 0.00220487
internal_count=3910 3318 2986 2889 810 734 2079 1907 1677 1382 525 411 362 243 119 593 467 353 295 89 96 789 340 449 206 172
is_linear=0
shrinkage=0.00145689


Tree=1863
num_leaves=17
num_cat=0
split_feature=1374 150 15 151 42 43 13 15 13 47 13 2 0 1 133 49
split_gain=7.68848e-05 0.000128628 0.000155722 0.000107251 0.000113625 0.000297115 0.000130851 0.00023207 0.000131825 0.000154381 0.000114935 0.000186826 0.00010808 9.128e-05 9.9745e-05 8.57907e-06
threshold=-0.094679999999999986 0.082085000000000019 -0.091024999999999981 -0.03268999999999999 -0.10770999999999999 -0.083899999999999988 -0.094679999999999986 -0.11399999999999998 -0.071149999999999977 0.092255000000000018 -0.49820499999999995 0.089910000000000004 -0.083424999999999985 0.089825000000000002 1.0000000180025095e-35 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 13 10 -8 -9 12 -7 -12 -10 14 -6 -4
right_child=1 2 15 4 5 6 7 8 9 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0015225901404701957 -0.0015056974384533726 0.0029603902801840793 0.00060304459812601525 -0.0016987489500296679 0.0021770738491986223 -0.0010376989971521821 0.0011349325279656469 -0.0031537248603455427 -0.00066612989545856711 0.00079075440582383077 -0.00055078952742494615 0.0024367271235131082 -0.0028451456868779975 0.0030333494737098559 -0.00024130314489809106 -0.00013753172810808531
leaf_weight=0.0010247340030122834 0.0016307739126966 0.0010078161950539399 0.0010017656387720369 0.0011356999399256265 0.0011283504166514904 0.0010561414536001401 0.0015888739583842576 0.0010273789800012622 0.0017244092835124241 0.0012360273034706104 0.0011714830302452231 0.0015709962449416831 0.001265144455114213 0.0010539562151122214 0.0010607602603576044 0.0010041433061144791
leaf_count=68 312 109 132 201 122 72 250 703 281 106 136 128 677 144 259 210
internal_value=0 6.82297e-05 0.00114461 -0.0001266 2.31413e-05 0.000163995 -0.000293288 -0.000761143 -0.00133465 -0.000892376 0.000549381 0.00116057 -0.00158826 0.00166434 0.00100522 0.000232318
internal_weight=0 0.0196637 0.00301373 0.01665 0.0150192 0.0138835 0.0106405 0.00684183 0.00525296 0.00422558 0.00379862 0.00274248 0.00298955 0.00324307 0.00218911 0.00200591
internal_count=3910 3842 451 3391 3079 2878 2353 2017 1767 1064 336 264 958 525 381 342
is_linear=0
shrinkage=0.00566207


Tree=1864
num_leaves=25
num_cat=0
split_feature=1213 1456 52 14 1374 38 124 40 151 1374 12 16 0 484 0 2 49 150 42 52 15 49 43 4
split_gain=0.000519565 0.000432441 0.000419024 0.00028156 0.000286466 0.000284114 0.000325841 0.000342421 0.00041129 0.00032608 0.000311916 0.000366047 0.000356141 0.000421418 0.000320205 0.000269419 0.000265679 0.000184383 0.000182694 0.000289739 0.000371323 0.000203085 0.000125032 2.2225e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 0.086000000000000007 0.087760000000000019 -0.048219999999999992 -0.062739999999999976 -0.090394999999999989 -0.094679999999999986 0.10371500000000002 -0.19424999999999998 0.12500000000000003 0.09129000000000001 -0.017269999999999997 -1.0000000180025095e-35 -0.085974999999999982 0.081245000000000026 0.08622500000000001 -0.010284999999999997 0.084050000000000014 0.0021350000000000002 -0.044024999999999988 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 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 -12 13 14 15 -11 -17 18 19 -18 21 23 -20 -21
right_child=1 2 3 -5 -6 -7 7 8 9 10 11 -13 -14 -15 -16 16 17 -19 22 20 -22 -23 -24 -25
leaf_value=-0.00090562770367638354 -0.00077423665390111618 -0.00080418802922454038 0.00075532351420526357 -0.00059361881902945837 -0.00062169475830443986 -0.00058115435493628757 -0.00048070309892822073 -0.00047690272870094358 -0.0005185856518426775 -0.00022670576702804682 0.00039974599923281565 -0.00080660438571968475 -0.00029466059999652423 -0.00047472212342015453 0.001078742006088674 -0.00011251441197517812 -0.00029366794859124077 0.0010746003722275496 0.0010309738344600431 0.00091433119035030659 -4.1154434590334151e-05 0.00030266991718349092 0.00039019232224258871 0.0012154432273707527
leaf_weight=0.0013152289296243782 0.0013628239033958356 0.001134744045283991 0.0019741175135082603 0.0011983748655747242 0.0010435158669626623 0.0010658181082712206 0.0017512752456097505 0.0018134898288135323 0.0011172205633602763 0.0012793997507867154 0.0010165150770502507 0.0011244522698882894 0.0016204448843863952 0.0010372332077290261 0.0017099759836090135 0.0014224015149654776 0.0012096093007930818 0.0012889937422522211 0.0017585758384207339 0.001039121725230352 0.0017407290620573557 0.0011520278558390107 0.0010219241695282322 0.0010420198862349829
leaf_count=592 332 298 256 84 95 67 135 177 34 67 44 187 54 96 100 91 167 70 225 55 275 102 235 72
internal_value=0 2.87299e-05 6.45359e-05 9.80347e-05 0.000127397 0.000156151 0.000186237 0.000139709 0.000188226 0.000246835 0.000290771 -0.000233838 0.00035561 0.000422718 0.000486193 0.00040798 0.000477529 0.000559386 0.0004853 0.000345829 0.00050135 0.000793432 0.000795466 0.0010651
internal_weight=0 0.0319248 0.030562 0.0294272 0.0282289 0.0271853 0.0261195 0.0241454 0.0223941 0.0205806 0.0194634 0.00214097 0.0173225 0.015702 0.0146648 0.0129548 0.0116754 0.010253 0.00896401 0.00618351 0.0049739 0.00323317 0.0027805 0.00208114
internal_count=3910 3318 2986 2688 2604 2509 2442 2186 2051 1874 1840 231 1609 1555 1459 1359 1292 1201 1131 671 504 229 460 127
is_linear=0
shrinkage=0.00145689


Tree=1865
num_leaves=16
num_cat=0
split_feature=41 158 50 3 13 156 3 457 1374 1 49 52 15 3 4
split_gain=8.26426e-05 0.000104969 0.000123718 0.000152362 0.000177873 0.000128277 0.000159322 0.000138003 0.00014896 0.000139164 0.000192302 0.000159752 0.000156597 0.000142495 0.000114954
threshold=0.078535000000000008 0.085745000000000002 0.10119500000000002 -0.12008499999999998 0.095355000000000009 0.088820000000000024 -0.089974999999999986 -0.067474999999999993 -0.094679999999999986 0.085110000000000005 -0.0090499999999999973 0.086950000000000013 -0.017214999999999998 0.090325000000000003 -0.082054999999999975
decision_type=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 11 -11 14 13 -12 -10
right_child=-2 -3 -4 5 -6 -7 7 8 9 10 12 -13 -14 -15 -16
leaf_value=0.0035819661210135904 -0.0015064405564609406 -0.0016493932485073552 -0.0017303306381510975 -0.0016342107055696024 0.00018369813667641272 -0.0018901756866965872 -0.0015950217122423891 -0.0015154645730646159 0.0024178482022937137 0.0032847480876995985 0.0011774885312241482 -0.001635938620019084 0.0022451761084404344 -0.0013425678969600226 -6.019927760206644e-05
leaf_weight=0.0010087372707194243 0.0012062671956077067 0.0011430735541294859 0.0010940182803334036 0.0013995575481925331 0.0011369028703664408 0.001042403923191903 0.0010401459033810576 0.0010110516209369544 0.001004476308928387 0.0014509578311245469 0.0017513668756114521 0.0013659265100991504 0.0017734077112574742 0.001401887123149384 0.0018388218512434759
leaf_count=99 195 385 439 344 133 282 145 57 137 204 189 475 267 96 463
internal_value=0 8.2521e-05 0.000190586 0.000312585 0.00178134 0.000103605 0.000251659 0.000460504 0.000644851 0.000851163 0.00139985 1.98145e-05 0.00084473 5.71111e-05 0.000815242
internal_weight=0 0.0194627 0.0183197 0.0172256 0.00214564 0.01508 0.0140376 0.012638 0.0115979 0.0105868 0.00637762 0.00420922 0.00492666 0.00315325 0.0028433
internal_count=3910 3715 3330 2891 232 2659 2377 2033 1888 1831 756 1075 552 285 600
is_linear=0
shrinkage=0.00589082


Tree=1866
num_leaves=24
num_cat=0
split_feature=1213 1456 52 14 1374 52 2 43 16 0 11 13 39 52 13 52 2 2 1 3 13 52 16
split_gain=0.000537558 0.000395425 0.000321993 0.000260216 0.000241887 0.000255426 0.000249852 0.000341462 0.000441517 0.000307014 0.000217904 0.000251785 0.000411697 0.00033427 0.000323898 0.000223064 0.000471765 0.000257589 0.000239089 0.000219729 0.000198524 0.000183999 0.000141304
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 -0.094679999999999986 -0.062489999999999997 0.11260500000000001 -0.072649999999999978 0.050115000000000007 -0.074514999999999984 0.087830000000000005 -0.094679999999999986 0.084155000000000021 0.10062000000000001 -0.0038299999999999996 0.10701500000000001 0.094195000000000015 0.085155000000000022 0.095575000000000007 -0.077689999999999995 -0.083924999999999986 0.26760500000000004 -0.30307999999999996
decision_type=2 2 2 2 2 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 -6 11 13 14 19 20 16 17 18 -16 -7 -13 -17 -18
right_child=1 2 3 -5 5 10 -8 8 -10 -11 -12 12 -14 -15 15 21 22 -19 -20 -21 -22 -23 -24
leaf_value=-0.00095714068119603121 -0.00079620209662979616 -0.00072483157082823592 -0.00055230994457923228 -0.00058252589702514218 6.3431097131566079e-05 0.0011073877858216693 0.001007489338388186 0.00041718627692880731 -0.00078538975776219495 0.0010144575560414879 -0.00054142841034481254 -0.0001630956807021908 0.00072509671588276696 -0.00021171056588851472 -0.00051646910192977937 0.00087495200570643665 -0.00028121259619104388 0.00060790768551671434 0.00036251245621257526 0.00033172322691386072 -0.0010691893966102138 6.5736374048115912e-06 -0.00099949382704150967
leaf_weight=0.0012233156763508382 0.0011836380169848162 0.0010582925687850622 0.0010737297438883067 0.0011537789606091411 0.0012582444904162271 0.0013335258365585467 0.0011714216215124584 0.0014655863659951964 0.001161598676302944 0.0016858096781045551 0.0011812260919867859 0.0010159351646923083 0.0014565280084786964 0.0013361081456046975 0.0014305952406257275 0.0010335081589061268 0.0011714756645160307 0.0017475786114093395 0.0012144082595597627 0.0018513151192052725 0.0010372453349074134 0.0010381350844749226 0.0011539554585904277
leaf_count=592 332 298 66 84 166 55 159 101 71 105 64 242 172 85 98 42 82 117 28 119 684 78 70
internal_value=0 2.86358e-05 6.34667e-05 9.43973e-05 0.000124648 0.000154024 0.000395883 0.000267285 -0.000114528 0.000608003 6.34329e-05 0.00010591 -2.15841e-06 0.000399913 -9.98512e-05 2.18479e-05 -0.000107034 0.000173872 -0.0001129 0.000656502 -0.000620845 0.000439793 -0.000637647
internal_weight=0 0.0292136 0.02803 0.0269717 0.0258179 0.0247442 0.00674266 0.00557124 0.00262719 0.00294405 0.0180015 0.0168203 0.0122994 0.00452095 0.0108428 0.00878966 0.00671801 0.00439258 0.002645 0.00318484 0.00205318 0.00207164 0.00232543
internal_count=3910 3318 2986 2688 2604 2538 602 443 172 271 1936 1872 1613 259 1441 515 395 243 126 174 926 120 152
is_linear=0
shrinkage=0.00145689


Tree=1867
num_leaves=15
num_cat=0
split_feature=1 42 123 13 52 12 52 49 3 2 457 0 4 52
split_gain=8.46397e-05 0.000185818 0.000145265 0.000139634 0.000117956 0.000154339 0.000187217 0.000153609 0.000282238 0.000339897 0.000225946 0.000104985 9.61424e-05 8.71439e-05
threshold=0.12263000000000002 0.09901500000000002 1.0000000180025095e-35 -0.060719999999999989 0.086950000000000013 0.097345000000000015 1.0000000180025095e-35 -0.045004999999999996 -0.078884999999999997 0.11165000000000001 0.084715000000000013 -0.055084999999999988 -1.0000000180025095e-35 0.031990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 10 -9 12 -1 -6 -10 -5
right_child=3 -3 -4 13 11 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0011922258652930094 0.0025980788684983455 -0.0026017429059000674 0.0020741481014085661 -0.0011128142027210096 -0.002481629318307821 0.0018717238188885751 0.0019970901003323461 -0.0029835389277060869 0.0018198537733682236 -0.0032499847508818559 0.0023414347255686862 -0.0002080971902649203 -0.00027246124896334884 0.0013171333155250116
leaf_weight=0.0012570714432506873 0.0011616008752601339 0.0011168072302097298 0.0011585101752543117 0.0012331387307641896 0.0014067884460271449 0.0015957994741902246 0.0012994994428322118 0.0019126411801960244 0.0016911558775392077 0.0010189872352206475 0.0014797831609835999 0.0016668848906786641 0.001610498751851039 0.0010071191870592577
leaf_count=155 207 416 173 138 773 259 330 868 179 73 83 77 130 49
internal_value=0 -0.000184251 -1.65328e-05 0.000873695 -0.000178663 9.85165e-05 -0.000177022 -0.000491985 -0.00102342 -0.000155726 0.00071838 -0.00124867 0.000799253 -2.04191e-05
internal_weight=0 0.0172144 0.0160976 0.00340186 0.0149391 0.0118654 0.0102696 0.00897014 0.00623328 0.00432064 0.00273685 0.00307367 0.00330165 0.00224026
internal_count=3910 3516 3100 394 2927 2077 1818 1488 1250 382 238 850 309 187
is_linear=0
shrinkage=0.0061288


Tree=1868
num_leaves=17
num_cat=0
split_feature=1 159 12 52 16 42 12 42 48 2 160 49 47 3 0 13
split_gain=8.558e-05 0.000139434 0.000122117 0.000183979 0.000171386 0.000164213 0.000142853 0.000248845 0.000184432 0.000219783 8.91128e-05 0.000120398 0.000174339 0.000132375 8.60151e-05 5.15288e-05
threshold=0.10398500000000001 0.073745000000000019 0.10214500000000001 -0.11271999999999999 0.20277000000000003 -1.0000000180025095e-35 0.088325000000000015 0.085330000000000003 0.087035000000000015 0.086915000000000006 -1.0000000180025095e-35 -0.045004999999999996 0.10783500000000001 0.11818000000000002 -0.13506999999999997 -0.026374999999999999
decision_type=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 14 -2 -12 13 -13 -7 -14
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 12 15 -15 -16 -17
leaf_value=-0.0022038524314888217 -0.0010555159734172688 0.0022188157738699619 -0.0019266438018338734 -0.0017042532696108531 0.002104353739003883 0.00095975943978668518 0.0014240407766984806 -0.0024560393178141367 -0.0014898501201302747 0.0025681825850815739 0.0017659178309274398 0.00018340260134296619 0.0019025992770981453 -0.0024355993160747979 -0.0011147697073045526 0.00024349037880322559
leaf_weight=0.0010476893175690805 0.0013505721055060427 0.0010231051493472532 0.0011194384937652209 0.0015157065199571792 0.00104558450122444 0.0010477721792954168 0.0019006434520022798 0.001109757892765309 0.0011832951602969155 0.0013367764092525602 0.00140569590294784 0.0011151911817095517 0.0010373114244790343 0.0010029934447149391 0.0011439289013276729 0.001011848087857814
leaf_count=433 96 233 335 671 68 59 564 451 103 170 136 242 60 69 169 51
internal_value=0 0.000416333 -0.000278465 -0.000115636 9.71134e-05 -0.000130075 0.000178904 -0.000227614 0.000297244 0.000896556 0.000149979 0.000442119 -4.41479e-06 -0.00105674 -0.000123013 0.00108335
internal_weight=0 0.00794672 0.0124506 0.0113312 0.0102835 0.00923788 0.00772217 0.00582153 0.00471177 0.00352848 0.00692361 0.00557304 0.00416734 0.00211818 0.0021917 0.00204916
internal_count=3910 887 3023 2688 2255 2187 1516 952 501 398 654 558 422 311 228 111
is_linear=0
shrinkage=0.00523088


Tree=1869
num_leaves=16
num_cat=0
split_feature=124 4 0 4 43 4 2 2 0 1 0 3 151 52 0
split_gain=8.80008e-05 9.51326e-05 0.00013872 0.000104746 0.000133364 0.000170592 0.000127368 0.00016116 0.000334549 0.000118279 0.000259671 0.000233937 0.000262726 0.000110572 6.47631e-05
threshold=0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 0.0041500000000000009 -0.077679999999999985 0.089910000000000004 0.085005000000000011 -0.10575999999999998 0.085110000000000005 -0.14136999999999997 0.12046500000000002 -0.0088999999999999982 -0.011654999999999999 0.12346000000000001
decision_type=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 -7 -8 11 12 -11 -10 -4
right_child=-2 2 14 4 -6 6 9 -9 13 10 -12 -13 -14 -15 -16
leaf_value=-0.0018316023769393086 0.0017282489204767371 -0.0017624341615092502 0.0025709989188165503 0.0023769565298529002 -0.0018421352282320634 0.0025523198549687091 -0.0011423861229894769 -0.0029930367379153782 3.6803801099010966e-06 -0.0006629491955708576 0.003846990269112891 -0.001784685875079435 0.0033148543205902157 -0.0027704753529491245 0.00038323111772163245
leaf_weight=0.001222330141656936 0.0011202061672767388 0.0015763812467646339 0.0011296856105479291 0.0012936394177776355 0.0014762595749893909 0.0011882717923739627 0.0013992394487351498 0.00111071069024056 0.0010181816380900703 0.0013246809705687868 0.0010107419804134821 0.0014873546966445161 0.0013767252852254358 0.0013704228471099027 0.0010723877634441353
leaf_count=173 91 495 142 345 578 67 580 393 214 87 177 70 92 314 92
internal_value=0 -0.000110717 7.22667e-06 -0.000203837 -2.90433e-05 0.000183723 -6.76654e-05 -0.000871349 -0.000212511 0.000503252 0.00094611 0.000246132 0.00136427 -0.00158795 0.00150558
internal_weight=0 0.019057 0.0178347 0.0156326 0.0140562 0.01258 0.0112863 0.00468759 0.00357688 0.00659874 0.0051995 0.00418876 0.00270141 0.0023886 0.00220207
internal_count=3910 3819 3646 3412 2917 2339 1994 988 595 1006 426 249 179 528 234
is_linear=0
shrinkage=0.00637641


Tree=1870
num_leaves=16
num_cat=0
split_feature=484 50 52 133 13 474 3 4 1 48 43 43 52 3 1
split_gain=8.17414e-05 8.50487e-05 0.000109078 0.000172284 0.000177907 0.00013798 0.000135066 0.000124543 0.00010474 0.000104611 0.000140644 0.000138038 0.000217812 0.000103299 8.33689e-07
threshold=-0.0043499999999999988 0.10030500000000002 0.11401500000000002 -0.091614999999999988 -0.083514999999999992 0.085020000000000012 0.11265500000000002 -0.084009999999999987 0.10727500000000002 0.09227500000000001 -0.15648499999999999 -1.0000000180025095e-35 -0.0058499999999999993 -0.10140999999999999 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 9 -5 -9 10 13 -12 -13 -6 -14
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 12 14 -15 -16
leaf_value=-0.0014790623780374496 -0.0022399911518616346 0.0017242811763970999 -0.001427499796581217 0.0030327147119094829 -0.00041977193281577839 0.0020591360822276687 -0.0021298496338371196 -0.00020300261341354864 0.002188669698977944 0.0017851152598777598 -0.0023085038328612461 -0.0023466904738102499 0.0011710112000257455 0.0022016331926705255 0.00092396004667025103
leaf_weight=0.001323136257389306 0.0010507748586153628 0.0011336079717959432 0.0018215852934256585 0.0012367860757205029 0.0010697323293384076 0.0010081570248960401 0.0013385389443472126 0.0017990352679044226 0.0011135051759381086 0.0010412672966873537 0.0016752451693768091 0.0010883067636018318 0.0010043825740307984 0.0011958867986838753 0.0010488872947930633
leaf_count=612 406 292 377 64 101 193 76 340 168 129 727 155 89 77 104
internal_value=0 9.74491e-05 -7.9808e-06 0.000157028 0.000329311 -9.62969e-05 -0.000325948 0.00140329 0.000711367 -2.872e-05 -0.000295392 -0.000887713 -0.000130077 0.000963913 0.00104481
internal_weight=0 0.0186257 0.0174921 0.0156705 0.0146197 0.0104704 0.00946225 0.00414933 0.00291254 0.00812371 0.00708244 0.00481682 0.00314158 0.00226562 0.00205327
internal_count=3910 3298 3006 2629 2223 1651 1458 572 508 1382 1253 1075 348 178 193
is_linear=0
shrinkage=0.0061288


Tree=1871
num_leaves=15
num_cat=0
split_feature=11 3 160 1 52 13 47 15 15 47 51 3 16 3
split_gain=8.12845e-05 0.000139052 0.000119811 0.000117767 0.000194548 0.000250665 0.000176518 0.000173554 0.000169863 0.000132865 0.000229067 9.35898e-05 9.51449e-05 6.54921e-05
threshold=0.08184000000000001 -0.14218999999999996 -0.217635 0.088010000000000019 0.13266500000000003 -0.0024749999999999993 0.081905000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.09252500000000001 0.032485000000000007 -0.069909999999999986 0.15100500000000003 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -4 9 10 -7 13 -13 -9
right_child=-2 2 3 4 -6 8 -8 11 -10 -11 -12 12 -14 -15
leaf_value=0.0022143871107065441 -0.0016320749249343933 -0.0022504172077272614 -0.0023616724916492842 0.0033586804180625583 0.0033120104299791922 0.0022934276652761005 9.2216406206585837e-05 0.00036045085627135667 -0.0032309917945644909 -0.0019141676985438799 -0.0018018213813559675 0.0024249576726479865 -0.00040838091015795667 -0.0019381064482382382
leaf_weight=0.0013874701420335386 0.0013653386173929074 0.0011099225021588511 0.0019163869166415812 0.0016076161193408359 0.0011047887648500962 0.0017417232798248852 0.0015460204247391765 0.0011193753972389385 0.0010241749929731925 0.0012933731933296722 0.0010386884061936996 0.0012156053911217607 0.001054267933466857 0.0012498763707952734
leaf_count=165 224 389 895 537 105 162 173 81 110 86 38 109 54 782
internal_value=0 0.00011333 -5.79299e-05 9.50055e-05 0.00059203 0.000227858 0.00175735 -0.000614375 -0.000718297 -8.65897e-05 0.000763551 0.00010742 0.00110898 -0.000852131
internal_weight=0 0.0184093 0.0170218 0.0159119 0.00935639 0.0082516 0.00315364 0.00655551 0.00509796 0.00407378 0.00278041 0.00463913 0.00226987 0.00236925
internal_count=3910 3686 3521 3132 1211 1106 710 1921 396 286 200 1026 163 863
is_linear=0
shrinkage=0.00690203


Tree=1872
num_leaves=15
num_cat=0
split_feature=147 484 1375 11 48 43 48 52 133 4 13 4 13 0
split_gain=7.59648e-05 0.000137751 9.55168e-05 0.000128199 0.000210832 0.000179639 0.000137609 0.000114701 0.000161408 0.000182319 0.000189101 0.000186118 0.000204201 0.000157868
threshold=0.088565000000000019 -0.0043499999999999988 -0.072014999999999982 0.08184000000000001 0.016865000000000002 -0.044024999999999988 0.091065000000000021 0.11588000000000002 -0.091614999999999988 -0.083329999999999987 0.0024700000000000004 0.074650000000000008 -0.071149999999999977 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 8 -4 10 -10 12 -11 -13
right_child=-2 2 3 -5 5 6 -8 -9 9 11 -12 13 -14 -15
leaf_value=-0.002236376726351753 0.0016930042770621438 -0.0017972134569081558 -0.0022888068848636589 -0.0019286209465898512 0.0033450204807019515 0.0024570876392146336 -0.00049214896521714306 -0.001960362949429592 0.0027819004442140739 -0.0037881486714545836 -0.00031224171753532889 -0.00091660799530860046 -0.00018919024177915472 0.0022488425683137494
leaf_weight=0.0011496723690872677 0.0010147877421339399 0.0010765426694520899 0.0010403451088313387 0.00110978368365408 0.0014501371632182417 0.0010091464469085621 0.0017740951302148283 0.0012591000050646292 0.001997402004992265 0.0010151212150799815 0.0013431152216170084 0.0011397603819383977 0.0017392390802895303 0.0014626289210655993
leaf_count=592 168 118 350 196 253 108 190 399 297 351 130 82 479 197
internal_value=0 -9.86348e-05 4.24794e-05 0.000163686 0.000316148 0.0015253 0.000577184 -0.000149337 8.48339e-05 0.000368763 0.00153784 -0.000360287 -0.00151559 0.00086248
internal_weight=0 0.0185661 0.0174164 0.0163399 0.0152301 0.00423338 0.00278324 0.0109967 0.00973761 0.00869727 0.00334052 0.00535675 0.00275436 0.00260239
internal_count=3910 3742 3150 3032 2836 551 298 2285 1886 1536 427 1109 830 279
is_linear=0
shrinkage=0.00637641


Tree=1873
num_leaves=22
num_cat=0
split_feature=1213 1456 11 14 3 3 124 151 40 2 1 3 150 16 3 43 133 0 3 2 2
split_gain=0.000438161 0.000444859 0.000271982 0.000271231 0.000300837 0.000253491 0.000315996 0.0003001 0.000233118 0.00021941 0.00058832 0.000274376 0.000257147 0.000217813 0.000201053 0.000182183 0.000378121 0.000422623 0.000203126 0.000151773 3.01389e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.077685000000000018 -0.12008499999999998 0.30601500000000009 -0.061329999999999989 -0.083559999999999982 -0.067204999999999987 0.10705000000000002 0.10937500000000001 0.10666500000000002 0.088040000000000021 -0.072359999999999994 -0.089974999999999986 -0.074254999999999988 -0.088724999999999984 -0.10071499999999999 -0.077894999999999978 0.106035 0.085885000000000017
decision_type=2 2 2 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 -6 -8 -9 11 -11 12 14 -12 -10 18 -17 20 -16 -3 -18
right_child=1 2 -4 -5 5 -7 7 8 9 10 13 -13 -14 -15 15 16 17 -19 -20 -21 -22
leaf_value=-0.00092114424102881956 -0.00092115760404371731 0.00022851199780619705 -0.0005964652771323878 -0.00066293458175492766 0.00065572618088562595 0.00081079107919168473 -0.00061707482743105077 -0.00057929734694376614 -0.00030858808235945719 -0.0011209727449899927 0.00072836347786774764 0.00079356255140222232 -0.00059387491374570214 -0.00020720992495972161 0.00028995203684504894 0.00083547533055739896 0.00034238024283700635 -0.00082998330897290494 0.001129622212536457 0.00092653166160968866 0.00022270065208241928
leaf_weight=0.001229617854925826 0.0011476995231347103 0.0014319952445317431 0.001422601978636139 0.0010728439414611204 0.0017637539977978295 0.0010443336055206134 0.001866368687113428 0.0013537080089473233 0.0016255903555417676 0.0012148589844482869 0.001047849928550379 0.0015680160626128101 0.0011377130304296443 0.0013757992537462016 0.0019570375324966249 0.0012180320495739387 0.0010033539969640463 0.0013739580253050131 0.0010625610919344783 0.0015510941396915667 0.0010085390842589081
leaf_count=592 332 121 143 72 255 161 290 104 191 203 42 48 103 57 277 200 19 483 96 80 41
internal_value=0 2.16393e-05 6.15673e-05 9.80242e-05 0.000131205 6.77043e-05 2.9991e-05 -2.86716e-05 3.6129e-05 8.95563e-05 -0.000242871 0.000190732 9.97274e-05 0.00019728 0.000185046 0.000290306 9.67454e-05 -0.000169007 0.000585422 0.000591456 0.000282386
internal_weight=0 0.0282477 0.0271 0.0256774 0.0246046 0.0216215 0.0205771 0.0188134 0.016947 0.0155933 0.00363851 0.0119548 0.0103868 0.00242365 0.00924907 0.00762348 0.00460388 0.00338585 0.0030196 0.00298309 0.00201189
internal_count=3910 3318 2986 2843 2771 2570 2409 2154 1864 1760 302 1458 1410 99 1307 1116 743 543 373 201 60
is_linear=0
shrinkage=0.00154607


Tree=1874
num_leaves=26
num_cat=0
split_feature=1213 52 1456 14 133 2 2 48 13 2 50 15 52 3 0 150 15 159 40 1 4 12 15 43 4
split_gain=0.00045677 0.000430024 0.000362576 0.000283306 0.000243459 0.000296286 0.000342387 0.00035284 0.000266759 0.000389844 0.000349601 0.000304482 0.000281818 0.000256869 0.000226389 0.000423859 0.000334277 0.000260015 0.000211242 0.000410037 0.000315282 0.000278191 0.000536068 0.000109883 7.21083e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.077685000000000018 0.10681500000000001 0.14808000000000002 0.13705500000000001 0.12675000000000003 -0.091229999999999992 0.097940000000000013 0.086465000000000014 -0.042544999999999993 0.096170000000000019 -0.15121499999999996 -0.230625 0.086870000000000017 -0.092459999999999987 0.09141500000000001 -1.0000000180025095e-35 0.10828500000000001 -1.0000000180025095e-35 0.084100000000000022 0.085120000000000015 -0.24333999999999997 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 13 -4 -11 -10 16 17 -15 18 -16 20 21 -20 -23 -21 -22
right_child=1 2 3 -5 -6 -7 -8 -9 10 12 -12 -13 -14 14 15 -17 -18 -19 19 23 24 22 -24 -25 -26
leaf_value=-0.00095895719630155723 -0.00096589539090981681 -0.00080002463914705352 -0.00049251878751343115 -0.00072049872563210657 -0.00051178226134344354 0.0010347954796478267 -0.00076341534738065043 -0.00075255103160378476 0.00089648058132802441 0.0015325741184541032 -0.00072290031668484204 0.00058531619505940039 0.00038847427495461635 -3.1653374622725355e-05 -0.00033533895331849312 -0.00081699325727582197 0.0012963697793212971 -0.00061370631970050023 0.00086256593468671022 0.0004887817056125973 -0.0007311814603617727 -0.00079319853024746373 0.00077779207400641213 0.0011913899209366782 -0.00011277703795718561
leaf_weight=0.0012873383950017933 0.0011047208302731306 0.0012161881329266063 0.0011762631367548404 0.0010512238138233867 0.0014268974314347723 0.0010577033393863308 0.0010617050732673458 0.0010239295105698423 0.0012970435945348522 0.0013681425752842813 0.0011964490470796748 0.0017629478184542037 0.0010054948199456071 0.0010072362266679846 0.0014751582817147954 0.001348747837119497 0.0010339677659980577 0.0010661565608567911 0.0017656422253318144 0.0010214028807240538 0.0010069626137707314 0.001158262459718562 0.0011807348546518659 0.0014495048979841219 0.0010234541580578516
leaf_count=592 345 285 100 84 414 140 75 52 78 88 287 89 36 25 170 174 48 168 82 6 91 157 219 38 67
internal_value=0 3.8904e-05 7.69429e-05 0.000115082 0.000147719 0.000184641 0.000147832 0.000189235 0.000232394 0.000553364 0.000132265 0.00015397 0.00104792 0.000196882 0.000134462 5.17115e-05 0.000641054 0.000156819 0.000238308 0.000336638 0.000109359 0.00037095 -1.56421e-07 0.000900952 -0.000419468
internal_weight=0 0.0302859 0.0291812 0.027965 0.0269138 0.0254869 0.0244292 0.0233675 0.0223436 0.00531285 0.0170307 0.00293921 0.00237364 0.0158343 0.0145372 0.012496 0.0020412 0.0111473 0.0100811 0.00860596 0.00613506 0.00410464 0.002339 0.00247091 0.00203042
internal_count=3910 3318 2973 2688 2604 2190 2050 1975 1923 313 1610 189 124 1323 1245 1172 73 998 830 660 616 458 376 44 158
is_linear=0
shrinkage=0.0016407


Tree=1875
num_leaves=26
num_cat=0
split_feature=1213 52 14 1456 39 2 151 4 159 42 123 12 457 1 49 13 16 15 49 3 2 52 1 12 15
split_gain=0.000415474 0.000438647 0.000367939 0.000361123 0.000343513 0.000244652 0.000217311 0.000206122 0.000321844 0.000262365 0.000435629 0.000335054 0.000334816 0.000332751 0.000285932 0.00034514 0.000658989 0.000265022 0.000255626 0.000228126 0.000312528 0.000186272 0.000163026 0.00013326 7.97222e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 -0.24440499999999998 0.50657000000000008 -0.034019999999999988 -0.10770999999999999 1.0000000180025095e-35 -0.036459999999999992 -0.0034949999999999994 0.10444500000000001 -0.085974999999999982 -0.09547499999999999 -0.19424999999999998 -0.14097499999999996 -0.047309999999999998 -0.12008499999999998 0.086915000000000006 -0.080899999999999986 0.082295000000000021 0.08870500000000002 -0.068324999999999983
decision_type=2 2 2 2 2 2 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 -11 -13 14 -14 23 -17 -15 -18 -20 22 -19 -21 -16 -23
right_child=1 2 -4 4 5 -7 7 -9 9 10 -12 12 13 17 15 16 18 21 19 20 -22 24 -24 -25 -26
leaf_value=-0.00079966568886487841 -0.00083383291272562388 -0.0006899983008900873 -0.00072360360728165245 -0.00054720469960765883 -0.00052351783730238642 0.00084115139665732162 -0.00052047737376770579 0.00075317404670929475 -0.00042897800564848656 -0.00061083125824795063 0.0010483136520459879 -0.00038358692341315469 -0.00051518160004448532 -1.8473928096469821e-06 0.0010433818918116592 -0.00098824317919216933 0.00075000821839284269 0.00029465262740808231 0.00069347535144667258 0.00051603929578928395 -0.00068846123817424326 0.0013301940998738861 -0.00014325725782172731 0.00035420006741183386 0.00079529835568255258
leaf_weight=0.0013299534303206342 0.0011922127748335556 0.001183469445285904 0.0012041589441819647 0.0015058679668306643 0.0010068478733682431 0.0010171845487035721 0.0014758630028944139 0.0011161556894194449 0.0013965622410383868 0.0010889392047039826 0.0011928797499753665 0.0017683015373612379 0.0012066134603072589 0.001105781164848274 0.0011760747598794563 0.0010278878555263112 0.0015428513660360474 0.001012670473063082 0.0010240017233797867 0.0015076898946380429 0.0011625094456892554 0.00101070804547021 0.0015536228155674792 0.0011150822691975426 0.001299119009147919
leaf_count=592 345 265 104 80 81 142 347 161 98 75 165 168 71 33 35 58 48 28 35 165 418 26 247 40 83
internal_value=0 1.56639e-05 4.97634e-05 8.24428e-05 0.000115912 0.000154605 0.000126435 0.000153951 0.000124444 0.00016936 0.000211574 0.000157916 0.000205716 0.000271902 0.000142009 0.000220445 7.75826e-05 0.000603839 0.000238914 8.86533e-05 -5.79767e-05 0.000805422 0.000181445 0.000707964 0.00102935
internal_weight=0 0.0308931 0.0297008 0.0284967 0.0273132 0.0258073 0.0247902 0.0237833 0.0226672 0.0211913 0.0197947 0.0186019 0.0175129 0.0157446 0.0113163 0.0101097 0.00781856 0.00442828 0.00679068 0.00524782 0.00422382 0.0033225 0.00306131 0.00229116 0.00230983
internal_count=3910 3318 2973 2869 2604 2524 2382 2301 2140 1793 1695 1530 1455 1287 1117 1046 971 170 913 865 830 137 412 75 109
is_linear=0
shrinkage=0.00142833


Tree=1876
num_leaves=27
num_cat=0
split_feature=1213 1456 14 1374 52 403 15 16 15 52 15 13 16 1 15 0 13 3 52 2 12 1 16 0 4 42
split_gain=0.000468586 0.000373995 0.000362416 0.000319612 0.000291814 0.000353701 0.00029965 0.000421798 0.000348639 0.000483095 0.000254453 0.000304331 0.00042205 0.000227694 0.000218865 0.000217378 0.000191244 0.000189505 0.000328544 0.000188113 0.000248388 0.000213477 0.000242033 0.000147701 0.000123419 4.11127e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.086000000000000007 -0.42985499999999993 -1.0000000180025095e-35 -0.095799999999999982 -0.110495 -0.03231499999999999 0.11588000000000002 -0.0063699999999999989 0.16421000000000002 0.15100500000000003 0.095575000000000007 -0.24219999999999997 -0.10462499999999998 -0.16277999999999995 -0.073984999999999981 -0.080899999999999986 0.087995000000000004 0.088590000000000016 1.0000000180025095e-35 -0.078399999999999984 -0.070894999999999986 0.26048500000000002 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
left_child=-1 -2 3 4 -3 -6 7 14 17 10 -10 12 19 -9 -7 -15 -16 23 -19 21 -21 -12 -23 -8 -18 -13
right_child=1 2 -4 -5 5 6 8 13 9 -11 11 25 -14 15 16 -17 24 18 -20 20 -22 22 -24 -25 -26 -27
leaf_value=-0.00095142801624191627 -0.00081642770393335876 -0.0006991963820219834 -0.00082032631836594528 -0.00079702623271513465 -0.00077402575010895142 0.00084923904788171281 0.00061326720098117834 -0.0011397210894337057 -0.00042005836762461549 -0.00074238098603105276 -5.4300858386008139e-05 -0.00043103822378769987 -0.00017662214076748077 -0.00071404091790465841 -0.00054079687595960223 0.0002600600343351248 0.0006775518587626159 -0.00019629331387011574 0.00086420829445375325 0.0014053450470866253 0.00045947453682685643 0.001240506485082418 0.00017851798026766389 0.0014680965403052627 -8.8261151267201714e-05 2.6638757600647481e-05
leaf_weight=0.0013293721119023013 0.0013144987891749926 0.0010637283390789445 0.0011633328159452718 0.0010027814432613793 0.0010102950488528875 0.0011897586150297207 0.0010585856546473649 0.0010011155955639761 0.0012248071105866671 0.0013503879232391889 0.0013968190975237813 0.0010248246555663041 0.0019074802984544448 0.0011803587252732228 0.0010026802312879113 0.0011906440289071174 0.001128255331258099 0.0013255375632657551 0.0017586189132289326 0.0016268274856767739 0.0012862981446972732 0.0011960170573802565 0.0010364069829776933 0.0010336111961175565 0.0010523641933879446 0.0010066371746013658
leaf_count=592 332 287 92 98 557 181 177 126 187 163 77 35 71 44 31 96 53 103 163 86 83 51 102 49 48 26
internal_value=0 2.34862e-05 6.00227e-05 9.52712e-05 0.000127168 0.000159739 0.000196053 -6.90063e-05 0.000308649 0.000168597 0.000273685 0.000354754 0.000489146 -0.000496477 0.000260621 -0.000224878 4.06252e-05 0.000661905 0.000408416 0.000683256 0.000987693 0.000438889 0.000747476 0.00103558 0.000307971 -0.000204249
internal_weight=0 0.0315327 0.0302182 0.0290548 0.0280521 0.0269883 0.025978 0.00774518 0.0182329 0.0130565 0.0117061 0.0104813 0.00844985 0.00337212 0.00437306 0.002371 0.0031833 0.00517635 0.00308416 0.00654237 0.00291313 0.00362924 0.00223242 0.0020922 0.00218062 0.00203146
internal_count=3910 3318 2986 2894 2796 2509 1952 579 1373 881 718 531 470 266 313 140 132 492 266 399 169 230 153 226 101 61
is_linear=0
shrinkage=0.00160853


Tree=1877
num_leaves=25
num_cat=0
split_feature=1213 14 1456 1374 11 3 376 376 160 13 43 12 1 13 47 52 1 15 4 4 16 49 2 2
split_gain=0.000469579 0.000398043 0.000358013 0.000211398 0.000257134 0.00028108 0.000254879 0.00035246 0.000319724 0.000275531 0.000305635 0.000261712 0.00024479 0.000295726 0.000254585 0.00031299 0.00023132 0.000199107 0.000372346 0.00041906 0.000333667 0.000188397 0.000215416 0.000118493
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.085820000000000021 0.088315000000000018 -0.15002999999999997 0.11605500000000001 0.048375000000000008 -0.11175999999999998 -0.083514999999999992 0.0041500000000000009 -0.051479999999999991 0.13026000000000001 0.16421000000000002 0.09252500000000001 -0.11051499999999999 0.10080500000000002 -0.10192499999999999 0.015635000000000003 -0.0017649999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091525000000000009 0.10836000000000003
decision_type=2 2 2 2 2 2 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 23 7 8 -7 11 12 -10 13 14 15 -11 21 -17 19 20 -19 -13 -23 -4
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 16 -14 -15 -16 17 -18 18 -20 -21 -22 22 -24 -25
leaf_value=-0.00095346418817403994 -0.00078823044593251542 -0.00089329584442418781 0.00034414976668923209 -0.00061816914858134591 -0.00057179405347579165 -0.0006271520685663083 -0.00067907293620869484 0.00096686263918483849 -0.00026679719568841685 -0.00062559570220836812 -0.00079355676169176657 -0.00012644867409445561 0.00066274945381358591 -0.00077308282007363587 -0.00057143742275269651 -0.00022950965685516274 0.0012749092693968196 0.00011215821595114982 0.0011291743882206457 -0.00065052091090907649 0.0012703447786696683 0.00011323949531084513 0.0010512131320109912 0.0011035568666151244
leaf_weight=0.0013413260385109612 0.0012371277658330604 0.001185864398802138 0.0010721958682112188 0.0010297410920321317 0.0013020203231768326 0.0014730340422752083 0.0010141879552427032 0.0012736187725060346 0.0011028112930585032 0.0010157526906704011 0.0010942350053055614 0.001147578747074246 0.0016851152367357855 0.0011349287912988401 0.0012640916427538729 0.0013155258602567605 0.00103666828633589 0.0017874634540307266 0.0015679443454983677 0.0010804720415627227 0.0010057125427131997 0.0010946330918853364 0.0015038399840889838 0.0010544304845365726
leaf_count=592 312 112 96 101 115 307 28 152 110 187 264 150 85 91 124 87 93 382 98 65 81 180 53 45
internal_value=0 1.96811e-05 5.79471e-05 9.66384e-05 0.00012492 0.00016161 0.000108997 0.000146028 9.45534e-05 0.000150991 1.98472e-05 0.000439575 9.49129e-05 8.42882e-07 9.80382e-05 0.000206914 0.000602452 0.00033206 0.000467821 0.000200124 0.000529176 0.000416359 0.000656082 0.000720681
internal_weight=0 0.029479 0.0282931 0.027056 0.0260263 0.0247242 0.0225976 0.0215834 0.0203098 0.0188368 0.0129512 0.00588553 0.011857 0.0101719 0.00903696 0.00777287 0.00478272 0.00675712 0.00544159 0.00387365 0.00279318 0.00374605 0.00259847 0.00212663
internal_count=3910 3318 3206 2894 2793 2678 2537 2509 2357 2050 1464 586 1200 1115 1024 900 476 713 626 528 463 383 233 141
is_linear=0
shrinkage=0.00160853


Tree=1878
num_leaves=15
num_cat=0
split_feature=1 12 47 16 0 15 12 43 42 133 52 3 12 4
split_gain=8.49256e-05 0.00012116 0.000201454 0.000173278 0.000153676 0.000148281 0.000117975 0.000161878 0.000164995 0.000158589 0.000205005 0.000112356 0.00012638 0.000119744
threshold=0.10113500000000002 -1.0000000180025095e-35 0.11603500000000001 -0.072804999999999981 -0.15007499999999999 -0.0089749999999999986 0.10214500000000001 -0.17307499999999998 0.086325000000000013 -0.085714999999999986 -0.087094999999999992 0.096385000000000012 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 7 -1 9 -9 -11 12 13 -12
right_child=1 2 -4 5 -6 -7 -8 8 -10 10 11 -13 -14 -15
leaf_value=0.0017860694101252041 0.0018996490531660751 0.00010874800763988537 -0.0021315378929333976 -0.0019547865890618158 0.0031195185514939741 0.0010854502504672569 -0.0023411379606950969 0.0021664756344654075 -0.002219341593891198 -0.0025649108723249689 0.0013638305682003536 0.0019580922997360292 -0.0020299308869378857 -0.0012075362436496971
leaf_weight=0.0014555914471319218 0.0018222835136842211 0.0012257157590527257 0.0012940247008170758 0.0013561756825859472 0.0014419065955198485 0.0011659107084014408 0.0010575677891576903 0.0010709889727313644 0.0016961774837800786 0.0013854597743988926 0.0018290677353238888 0.001058781724175839 0.0012049708764516019 0.0011544623957708798
leaf_count=113 364 78 103 117 166 159 318 288 1004 319 171 51 572 87
internal_value=0 0.000475473 7.5202e-05 0.00062544 0.00173613 -0.000549345 -0.000348035 -0.000153862 -0.000454264 -6.56359e-05 -0.000426055 0.000138675 -0.000321242 0.000368853
internal_weight=0 0.00830602 0.00648373 0.00518971 0.00266762 0.00252209 0.0119131 0.0108555 0.00939991 0.00770373 0.00663274 0.00524728 0.0041885 0.00298353
internal_count=3910 987 623 520 244 276 2923 2605 2492 1488 1200 881 830 258
is_linear=0
shrinkage=0.00625138


Tree=1879
num_leaves=15
num_cat=0
split_feature=2 128 50 15 15 156 2 0 48 3 52 3 2 49
split_gain=7.31342e-05 0.000125501 0.000163378 0.000115775 0.000120849 0.000129262 0.000123653 9.29444e-05 0.000153056 0.000159469 0.000239319 0.000117485 0.000115022 9.88612e-05
threshold=0.14073000000000005 1.0000000180025095e-35 0.086465000000000014 -0.24219999999999997 -0.095799999999999982 0.084330000000000016 0.091025000000000009 -0.10783 0.086870000000000017 -0.075679999999999983 0.083750000000000005 -0.018854999999999997 0.097135000000000013 -0.07107999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 -5 13 9 10 -9 -11 -13 -6
right_child=-2 -3 -4 4 5 -7 -8 8 -10 11 -12 12 -14 -15
leaf_value=0.0026521340251343664 0.00183253433720674 -0.0027330026323679523 -0.0022966969286298488 -0.0025690832164519594 0.00026780899710277168 -0.0016934166617393626 0.00039311332187257791 -0.0041449381124837089 0.0026732517637491665 0.0028797354079377938 0.00038751250948463055 -0.0017226926436497705 0.0017665998039202496 0.003056840332849278
leaf_weight=0.0010886570265247709 0.0011764556793812551 0.0010144722710352478 0.0016051872643792061 0.0017853061450399778 0.0012902429016607986 0.0014494903047240501 0.0015108912483356163 0.0011983790970782875 0.0012778662446480543 0.0011375033949286364 0.0015534126199414425 0.0012048281881843308 0.0010072471529478655 0.0017244078827584868
leaf_count=196 228 278 569 222 91 411 188 515 139 229 573 71 28 172
internal_value=0 -0.00012585 2.24609e-05 0.000251856 7.92571e-05 0.000438436 -0.00121129 0.000735736 0.000275148 -0.000227109 -0.00158633 0.000889534 -0.000133877 0.00186316
internal_weight=0 0.0188479 0.0178334 0.0162282 0.0151396 0.0118434 0.0032962 0.0103939 0.00737924 0.00610137 0.00275179 0.00334958 0.00221208 0.00301465
internal_count=3910 3682 3404 2835 2639 2229 410 1818 1555 1416 1088 328 99 263
is_linear=0
shrinkage=0.0076204


Tree=1880
num_leaves=15
num_cat=0
split_feature=124 133 50 42 3 4 0 47 1 0 16 43 151 0
split_gain=7.44762e-05 0.000112085 0.000101625 0.000117312 0.000165297 0.000114013 0.000213207 0.000162882 0.000139747 0.000317364 0.000209602 0.000120852 0.000169387 3.08383e-05
threshold=0.0049200000000000008 0.099765000000000006 0.10119500000000002 -1.0000000180025095e-35 -0.15464999999999998 -0.23071499999999998 -0.06402999999999999 0.09252500000000001 0.094385000000000011 -0.15137999999999999 -0.08909499999999998 -0.0031199999999999995 -0.0074049999999999993 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -5 -6 7 8 11 10 -10 -7 -13 -1
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00043655157966824366 0.0015819348817638617 -0.0018324502995210104 -0.0018515134480842331 0.0026550633002625445 -0.0015171022374663775 0.00094714065775425413 0.0026349533032548052 -0.0019033817945863383 -0.0023532126590617196 0.0033981993942327083 0.0014426166946517262 0.00060343388075715363 -0.0023490967520123163 -0.0019357299347078102
leaf_weight=0.0010436425677423922 0.0010880362257700274 0.0013546190806119169 0.0010493068263369076 0.0011299830203458901 0.0014085510263132069 0.0018193636711827162 0.0014210656719452147 0.0014332830179408932 0.0010161433795939784 0.0015933953572696211 0.0012905160104406121 0.0013298389403750832 0.0017701028115459632 0.0011028331584215364
leaf_count=321 91 592 372 182 142 608 230 195 95 272 30 56 294 430
internal_value=0 -0.000100366 3.44172e-05 0.000155388 0.00036112 0.000162981 0.0003657 5.11701e-05 0.000368815 0.0012526 -0.000229545 -0.000331852 -0.0010825 -0.00120681
internal_weight=0 0.0187626 0.017408 0.0163587 0.0142122 0.0130823 0.0116737 0.0102526 0.00881936 0.00390005 0.00230666 0.00491931 0.00309994 0.00214648
internal_count=3910 3819 3227 2855 2104 1922 1780 1550 1355 397 125 958 350 751
is_linear=0
shrinkage=0.00625138


Tree=1881
num_leaves=24
num_cat=0
split_feature=1213 1456 14 52 133 1374 11 3 453 16 1374 0 160 0 2 15 0 0 13 39 15 15 0
split_gain=0.000432323 0.000427136 0.000379923 0.000314444 0.000304044 0.000337517 0.000289869 0.000359614 0.000250099 0.000435058 0.000247978 0.000404553 0.000293998 0.000354847 0.000259793 0.000338789 0.00025224 0.00046209 0.000302205 0.000267367 0.000276172 0.000170987 8.35956e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 0.10681500000000001 0.086000000000000007 0.088315000000000018 -0.15121499999999996 1.0000000180025095e-35 -0.50585499999999983 -0.094679999999999986 -0.23029999999999998 -0.11175999999999998 -0.16443499999999997 0.11934000000000002 -0.10981499999999998 -0.10575999999999998 -0.089879999999999974 -0.060719999999999989 0.005105000000000001 0.085120000000000015 -0.041049999999999996 -0.082604999999999998
decision_type=2 2 2 2 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 -13 -14 15 -15 -17 -18 21 20 -20 -19 -23
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 11 12 13 14 -16 16 17 18 19 -21 -22 22 -24
leaf_value=-0.00083277626165082744 -0.00078318086757509355 -0.0006978782130394476 -0.00075786265298306084 0.00085525579123224592 -0.0005061487418894083 -0.00064478851195191194 -0.00047189362766562404 0.00092473771357024046 -0.00043401343103050151 -0.00049974634352228833 0.0009449178189800077 -0.00051057307405516148 -0.00058901679333938414 -0.00047701431447948195 0.00079308476466837148 0.00078223417458057106 -0.00059508148379351362 0.0010591569888512508 -0.00063280131743025081 0.00050677251428165758 0.00031757028766021144 0.00072587492447199152 0.00020882493958716638
leaf_weight=0.0012717029484536199 0.0013034116796269068 0.0010102300307694287 0.0011354519393207965 0.0016871108392467115 0.0015252854056575357 0.0010457677663226464 0.0013041557034370035 0.0015995679918554195 0.0013110163444212111 0.001130266443283289 0.001339870748424221 0.0013472988474642058 0.0011168352021361265 0.0014252610712696514 0.0015800863630453096 0.0016270285926581101 0.0013651611964878912 0.0011263300118842245 0.0015316271631396631 0.0015357315267903182 0.0010524423652169546 0.0010070569420022046 0.001740404380403235
leaf_count=592 332 290 92 98 414 91 67 140 69 60 31 268 36 168 174 92 174 77 192 64 174 111 104
internal_value=0 1.70122e-05 5.23148e-05 8.46966e-05 0.000113552 0.000150085 0.000183566 0.000219906 0.000170817 0.00020945 0.000148994 0.000190199 0.000128746 0.000185759 0.000247605 0.000178159 0.000263159 0.000172917 0.000304078 3.47772e-05 -0.000245733 0.00059048 0.000398345
internal_weight=0 0.0308474 0.029544 0.0284085 0.0273983 0.025873 0.0248273 0.0235231 0.021836 0.020525 0.0189254 0.0177951 0.0164553 0.015108 0.0139911 0.012411 0.0109858 0.00935875 0.00799359 0.0041198 0.00258407 0.00387379 0.00274746
internal_count=3910 3318 2986 2894 2604 2190 2099 2032 1934 1865 1725 1665 1634 1366 1330 1156 988 896 722 430 366 292 215
is_linear=0
shrinkage=0.00142833


Tree=1882
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 3 13 40 0 12 52 457 43 1 52 42 157 13 52 49 2 4 13 4
split_gain=0.00039125 0.000378881 0.000300812 0.000258081 0.000274335 0.000218731 0.000376262 0.000445691 0.000454319 0.000366137 0.000310644 0.000239682 0.000302281 0.000434966 0.000235095 0.000279591 0.000261693 0.000454559 0.000543077 0.000161349 0.000289406 0.000153249 0.00010327
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -0.083514999999999992 0.053870000000000008 -0.053834999999999994 1.0000000180025095e-35 0.11588000000000002 -0.066264999999999991 0.16180500000000003 0.08844500000000001 0.048490000000000012 0.095385000000000011 -0.07686999999999998 -0.0038299999999999996 -0.0041199999999999995 -0.045004999999999996 0.085155000000000022 0.053925000000000008 0.068400000000000002 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 21 9 7 10 -9 11 -7 12 13 -6 15 -12 -17 18 -18 22 -21 -4 -19
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 14 -13 -14 -15 -16 16 17 19 -20 20 -22 -23 -24
leaf_value=-0.00086119325323326086 -0.00090518841254163802 -0.00073346509549346425 0.0010180512852943099 -0.00059634088714854527 -0.00026111227943220261 -0.00073367529970232485 0.00086562762363156143 -7.9688244935768567e-05 -0.0014828752776809054 -0.00058297695822154207 0.00082931455750726057 -0.00020858546436200085 0.0011326291560510512 0.0010408691027418806 0.00080141069003652717 -0.00068637509461154074 0.00017101394287893335 -0.00034778184179465533 -0.0013490688825449446 0.0010996750951066667 5.4488205656152546e-05 0.00028611455140195775 0.00036905390325290177
leaf_weight=0.0012071558863068479 0.0012296315070468569 0.0011860354979278459 0.0012388780921457855 0.0013300029017138107 0.0015662950532719473 0.001265377239913104 0.0011141636657199241 0.0012722326966642791 0.0011248901472925496 0.0010032735644428525 0.0010095297349335163 0.0010844286045862961 0.0018574372933188588 0.0011523353966842453 0.0011344047632717994 0.0014596730573937502 0.0013728060216076088 0.0010457158057253129 0.0010917036964331051 0.0014409096896435269 0.0013073809680163306 0.0018384453520439159 0.0010342835332308731
leaf_count=578 126 312 89 123 287 97 46 177 110 145 97 47 228 56 281 536 42 85 93 140 83 112 20
internal_value=0 2.10939e-05 5.92267e-05 9.43806e-05 0.000130528 6.84975e-05 -3.52924e-05 -0.000104238 -0.000738157 0.000312609 2.07094e-05 0.000471344 0.000632473 0.000290754 0.000108314 2.77724e-05 -6.46792e-05 5.97549e-05 -0.000502337 0.000346664 0.000602472 0.00058078 8.66606e-06
internal_weight=0 0.0291374 0.0279302 0.0267442 0.0254142 0.0223368 0.0156731 0.0145589 0.00239712 0.00666377 0.0121618 0.0056605 0.00457607 0.00271863 0.0108964 0.009762 0.00875247 0.0072928 0.00246451 0.00482829 0.00274829 0.00307732 0.00208
internal_count=3910 3784 3206 2894 2771 2570 1807 1761 287 763 1474 618 571 343 1377 1096 999 463 135 328 223 201 105
is_linear=0
shrinkage=0.00160853


Tree=1883
num_leaves=26
num_cat=0
split_feature=1213 14 1456 52 1374 376 376 38 1 12 15 52 52 13 0 0 4 3 4 1 0 2 0 15 4
split_gain=0.000486062 0.000381552 0.000319637 0.000293366 0.000292343 0.000330784 0.000268604 0.000226283 0.000251149 0.000540497 0.000345768 0.000356544 0.00029933 0.000295456 0.00029062 0.000255774 0.000649227 0.000267507 0.000238413 0.000554874 0.000222965 0.000192884 0.000166478 0.000282627 5.17694e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 0.086000000000000007 0.11605500000000001 0.048375000000000008 0.087760000000000019 0.11235500000000002 0.10214500000000001 -0.095799999999999982 0.11262000000000001 -0.0025949999999999997 -0.15078499999999997 -0.230625 -0.077944999999999987 -0.23071499999999998 -0.084129999999999996 -0.077679999999999985 0.086560000000000012 -0.037619999999999994 0.091025000000000009 -0.10303999999999998 -0.10981499999999998 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 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 13 -5 -12 -15 17 -17 -16 -19 -20 22 -14 23 -10 -18
right_child=1 -3 3 4 -6 -7 -8 -9 20 -11 11 -13 21 14 15 16 24 18 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0008063659023861882 -0.00067123058012750754 -0.0007128605917378028 -0.00063608097005564391 -0.00086172407534579549 -0.00062599289856370306 -0.00062497448785883247 0.0007575272342212802 -0.00051835660337332871 6.2226825380758474e-05 -0.00078551995802303963 0.0010147563468166038 -0.00052907763119299748 -0.00038425547124756941 0.00088165549563506561 -0.00050793758138804228 -0.00022750411882109062 0.0011625082433734033 0.00067664001450840376 0.00052024471464020021 -0.0008645094950176476 0.0010129905788996316 0.00035511802499897958 -8.8234992402147014e-05 0.0008941024846933843 0.00073661613391140263
leaf_weight=0.0014677617059839628 0.0011573400336495057 0.0013411420846488045 0.0010824910252352762 0.0010421386185842652 0.0010280768983418334 0.0010785306134120784 0.0014249067941701212 0.0010056713119686025 0.001634721343310136 0.0013179193854742912 0.0011162529826833573 0.0010318894131621662 0.0012721243426254024 0.0012784485913828114 0.0016193283832209929 0.001661704168292033 0.0010009666886559021 0.0012316691546726544 0.001294981838090431 0.0010099391573552552 0.0010051598200264402 0.0015168143611941076 0.0015582445879488427 0.0015699826323164467 0.0012694390143140107
leaf_count=592 312 112 290 97 95 31 155 61 79 223 37 224 70 41 388 77 35 110 152 99 100 104 156 73 197
internal_value=0 1.79984e-05 5.04455e-05 7.91954e-05 0.000106879 0.000134846 0.000166532 0.000132072 0.000159988 7.71431e-05 0.000146698 0.000259384 -0.000221402 0.000330238 0.00025653 0.000168591 0.000437596 -3.6563e-05 0.000179269 -8.65082e-05 0.000413684 1.78661e-05 0.000287208 0.000469762 0.000924382
internal_weight=0 0.0315499 0.0302087 0.0290514 0.0279689 0.0269408 0.0258623 0.0244374 0.0234317 0.0176636 0.0163457 0.0125146 0.00383108 0.0114827 0.0103665 0.00908803 0.00393211 0.00515592 0.00353659 0.00230492 0.00576811 0.00278894 0.00476295 0.0032047 0.00227041
internal_count=3910 3318 3206 2894 2604 2509 2478 2323 2262 1854 1631 1360 271 1136 1099 1058 309 749 361 251 408 174 308 152 232
is_linear=0
shrinkage=0.00140032


Tree=1884
num_leaves=23
num_cat=0
split_feature=1213 1456 9 2 11 13 52 4 15 15 12 13 132 0 15 2 2 0 15 4 42 0
split_gain=0.00044198 0.000410793 0.00031303 0.000234073 0.000276305 0.000221514 0.000474734 0.000362932 0.000451263 0.000272813 0.000750858 0.000338594 0.000379722 0.000305239 0.0004555 0.000368634 0.000287722 0.000238087 0.000477981 0.000167104 0.000154811 9.53799e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.088315000000000018 -0.083514999999999992 0.11588000000000002 0.24280000000000004 -0.0039399999999999991 0.035895000000000003 0.086865000000000012 0.24813000000000004 0.03056 -0.13506999999999997 -0.07142999999999998 0.11230000000000001 0.091025000000000009 -0.082709999999999992 -0.03231499999999999 -0.083329999999999987 -0.15326499999999996 -0.083424999999999985
decision_type=2 2 2 2 2 2 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 11 -11 12 13 14 15 16 -7 -15 -19 -12 -13 -10
right_child=1 2 3 -5 -6 9 -8 -9 21 10 19 20 -14 17 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00089032541372896339 -0.00085729610821559199 0.00088994756824263186 -0.00036661772871008177 0.00068759273781163958 -0.00068282453359284206 -0.0004388272779575942 -0.00070520795538843895 0.0012098723769761747 0.00090145787673795972 -0.0012167712978897328 0.00052550211497950569 0.0002010746640139383 0.00087014994396474 -0.0010158939093497508 0.00077042445577423847 -0.00079988429316434518 0.00063875411644696823 0.00037094020564253837 -0.00081408797905576063 -0.00029735244243162163 0.0010601097866601566 0.0003607065291548737
leaf_weight=0.0013694335614869982 0.0012560765588902892 0.0010976044751738042 0.0018885238949515742 0.0012893170112122645 0.0013980596050168206 0.001074599281029931 0.0010721368092731498 0.0012012164351834775 0.0014585804974477368 0.0017025024819923287 0.001325746603623057 0.0010343682005178323 0.0010046762805808055 0.0013057603769325256 0.0017466208865117806 0.0015420857110050867 0.0014445783044831906 0.0016882213230638389 0.0016976674533917156 0.0011428333250518841 0.0010526602004352565 0.0018275753917288374
leaf_count=592 332 128 329 152 137 43 137 80 114 162 144 21 132 263 67 50 61 296 177 388 40 65
internal_value=0 2.56265e-05 6.38747e-05 3.13738e-05 -4.23431e-07 3.74196e-05 0.0002657 0.000428962 0.000247687 -5.83019e-05 -0.000411092 4.99675e-05 -5.60491e-05 -0.000144675 9.69916e-05 -0.000192631 0.000179093 -0.000443839 -0.000223227 0.00014456 0.000634357 0.000600722
internal_weight=0 0.0302514 0.0289953 0.0278977 0.0266084 0.0252104 0.00744803 0.0063759 0.00517468 0.0177623 0.00417108 0.0135912 0.0115042 0.0104995 0.00580788 0.00406126 0.00251918 0.00469165 0.00338589 0.00246858 0.00208703 0.00328616
internal_count=3910 3318 2986 2858 2706 2569 725 588 508 1844 694 1150 1089 957 221 154 104 736 473 532 61 179
is_linear=0
shrinkage=0.00157699


Tree=1885
num_leaves=23
num_cat=0
split_feature=1213 14 1456 52 1374 38 124 40 151 13 43 12 1374 16 13 160 474 483 13 48 0 1
split_gain=0.000485843 0.000384426 0.000348385 0.000282538 0.000255693 0.000258881 0.000349956 0.000288025 0.000331113 0.000353944 0.000361735 0.000273244 0.000247469 0.000318427 0.000346581 0.000293634 0.000268856 0.00023867 0.000206368 0.000293147 0.000216333 0.000223713
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 0.086000000000000007 0.087760000000000019 -0.048219999999999992 -0.062739999999999976 -0.090394999999999989 -0.094679999999999986 0.0041500000000000009 0.090195000000000011 -0.094679999999999986 0.41476000000000007 0.16421000000000002 -1.0000000180025095e-35 0.085165000000000018 0.079055000000000014 0.00079000000000000012 0.091555000000000011 -0.083934999999999996 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
left_child=-1 2 -2 -4 5 6 -5 -8 -9 11 12 -10 -11 14 15 16 17 -14 19 20 21 -17
right_child=1 -3 3 4 -6 -7 7 8 9 10 -12 -13 13 -15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=-0.00089548889768696779 -0.0007311919174866296 -0.00078195234286833207 -0.00066256982398340224 0.00081249833779638108 -0.00060641955441433602 -0.00057409124066711502 -0.00046636438817964428 -0.00042321577543164419 0.0010328165592703063 -0.00048057724781930315 -0.00051620173549656099 0.00024151409413759501 -0.00084014767771901867 0.00099456397603301023 -0.0005054796426364436 5.8963882383016498e-05 0.00054175853116926703 0.00011913811273622271 0.0010290598123712782 0.00090609230876679842 -0.00038284996560137527 0.00090257323085289316
leaf_weight=0.0013167977350118784 0.0011755962043291162 0.0012452492235427428 0.0010472425031315116 0.001810523739465982 0.0010175801923768537 0.0010377886737951139 0.0016392073551678701 0.0018360850109831314 0.0019421791996053128 0.0010431650919713329 0.0016699475403154631 0.0019126523970451892 0.0011401625606976707 0.0012192475784144072 0.0013709482698984763 0.0019474758577146742 0.0010777052707044987 0.0011508396824172484 0.0011849267846324452 0.0015286673189256472 0.0012141665720928462 0.0010786432549447778
leaf_count=592 312 112 290 256 95 67 135 177 165 30 294 69 252 63 90 209 151 108 103 52 241 47
internal_value=0 2.65657e-05 6.12297e-05 9.46562e-05 0.000124222 0.000153034 0.000183503 0.000133894 0.000180052 0.000236911 0.000137423 0.000640196 0.000215635 0.000271879 0.000196526 0.00028976 -7.03356e-05 -0.000358269 0.000464204 0.000348184 0.000147052 0.000359664
internal_weight=0 0.03029 0.0290448 0.0278692 0.0268219 0.0258043 0.0247665 0.022956 0.0213168 0.0194807 0.0156259 0.00385483 0.0139559 0.0129128 0.0116935 0.0103226 0.00336871 0.002291 0.00695388 0.00576895 0.00424029 0.00302612
internal_count=3910 3318 3206 2894 2604 2509 2442 2186 2051 1874 1640 234 1346 1316 1253 1163 511 360 652 549 497 256
is_linear=0
shrinkage=0.00148603


Tree=1886
num_leaves=16
num_cat=0
split_feature=14 52 39 475 160 151 13 12 2 1 51 2 0 0 15
split_gain=8.05212e-05 9.37109e-05 0.000142536 0.000152797 0.00020989 0.000131051 0.000165386 0.00019701 0.000187946 0.000124755 0.000122947 0.000176568 0.000119436 0.000234048 6.484e-05
threshold=0.054835000000000009 -0.27466499999999994 0.005105000000000001 -0.050754999999999995 -1.0000000180025095e-35 0.077805000000000013 -0.083514999999999992 0.092365000000000017 0.091525000000000009 0.099115000000000023 0.090935000000000016 0.094010000000000024 -0.077944999999999987 -0.10131499999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 14 6 7 8 -6 -4 11 12 13 -8 -5
right_child=-2 2 9 4 5 -7 10 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0013486198542361424 -0.0017730436199194107 0.0021410353768889032 0.00013234315161672145 -0.00081907090679587621 0.00050915727416365271 0.002266086384788949 0.00041433639599896318 -0.00075091573384058661 0.0040830523805769799 0.0030638969181378817 0.0013641173274769294 -0.002787046798539632 0.0015238101619759982 -0.0033946931573487714 -0.0028757952479629935
leaf_weight=0.001706585625028195 0.0010039158029480346 0.0012373778650799404 0.001123399811408742 0.0012145255631864568 0.001331766588404934 0.0010920295138103784 0.0017772309655737784 0.0016350662732565469 0.0010862678294318723 0.0012435823247027265 0.0010116221040855633 0.0016688511596086031 0.0010551712104422996 0.0010395175605923956 0.0012800853578470621
leaf_count=410 147 357 112 137 282 52 68 94 115 311 96 325 225 576 603
internal_value=0 7.87049e-05 0.000215577 -7.93019e-06 -0.000195293 0.000162805 -5.37661e-05 0.000958666 0.00211468 0.00167254 -0.000680024 -0.00105324 -0.000305944 -0.000991381 -0.00187446
internal_weight=0 0.0195031 0.0177965 0.0154295 0.0141921 0.0116975 0.0106055 0.0040531 0.00241803 0.00236698 0.00655239 0.00554077 0.00387192 0.00281675 0.00249461
internal_count=3910 3763 3353 2930 2573 1833 1781 491 397 423 1290 1194 869 644 740
is_linear=0
shrinkage=0.00637641


Tree=1887
num_leaves=24
num_cat=0
split_feature=1213 1456 14 11 3 1 2 2 2 15 12 14 0 16 13 4 457 39 13 13 1375 2 16
split_gain=0.000467766 0.000386546 0.000275801 0.000257023 0.000348033 0.000223976 0.000347297 0.000340707 0.000362357 0.000333848 0.00029754 0.000271706 0.000274269 0.00039729 0.00029099 0.000266685 0.000266378 0.000232513 0.000291342 0.000167609 0.00015934 0.000145698 0.000119256
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.12008499999999998 1.0000000180025095e-35 0.14073000000000005 0.10393500000000001 0.099015000000000006 0.085120000000000015 0.085250000000000006 -1.0000000180025095e-35 -0.10575999999999998 -0.014754999999999999 -0.021089999999999994 0.097045000000000006 -0.0015249999999999997 0.005105000000000001 -0.0024749999999999993 -0.071149999999999977 -0.089714999999999975 0.106035 -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
left_child=-1 -2 3 4 21 7 11 8 9 10 -6 -7 13 14 -13 17 -16 18 19 -14 -18 -3 -22
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12 12 15 -15 16 -17 20 -19 -20 -21 22 -23 -24
leaf_value=-0.00086128803360442088 -0.00078154234130878015 0.00024790174092671508 -0.00064580466793240864 -0.00052612122193468379 9.8575490968149451e-06 -0.00045230162476829337 0.00095974703325161506 -0.00071933029785777643 0.00080520604119132871 0.00043027981659668534 -0.00085722349965267866 0.00082610481021608458 -0.00014752058492419672 0.0011609564753224462 -0.00054882181780145048 -0.00067292475521981581 -0.00022799671322700488 0.00069190267234764012 -0.00055862598748263222 0.00067895508595121996 0.00015647519661070831 0.00086663906393330363 0.00082236566228381376
leaf_weight=0.0013023451012173773 0.0011945451594032796 0.0015426169964367588 0.0011163146336821131 0.0013546429923110273 0.0017852242732640548 0.0016579824690658449 0.0010782442969859011 0.0016928490555676856 0.0010343486336089613 0.0014883375173831981 0.0015865005052798087 0.0012923921051477549 0.0010135020980616156 0.0011310710150170284 0.0011915756227356411 0.0011889726788439497 0.0010081865285833658 0.0010822174229461745 0.0015382780220387603 0.001071411212533846 0.0012245098361697432 0.0016957648940761905 0.0010694107503027017
leaf_count=592 332 121 92 123 252 98 157 239 83 334 384 101 212 60 35 95 20 87 170 153 57 80 33
internal_value=0 3.05677e-05 6.42e-05 9.27844e-05 0.000124574 6.19581e-05 0.000162097 -0.000143245 2.22037e-05 -0.00014444 -0.000398131 0.000102657 0.000174476 0.000371252 0.000216879 -5.64426e-05 4.16643e-05 9.93314e-05 -7.76648e-05 0.000277195 0.000254743 0.000571901 0.000466909
internal_weight=0 0.0300389 0.0288444 0.027728 0.0263734 0.023135 0.0155478 0.00758726 0.00589441 0.00486006 0.00337172 0.0144695 0.0128115 0.00691715 0.00578607 0.00589438 0.00449368 0.00470541 0.00362319 0.00208491 0.00330211 0.00323838 0.00229392
internal_count=3910 3318 2986 2894 2771 2570 1278 1292 1053 970 636 1121 1023 306 246 717 145 622 535 365 110 201 90
is_linear=0
shrinkage=0.00145689


Tree=1888
num_leaves=23
num_cat=0
split_feature=1213 14 1456 52 1374 52 2 43 16 0 12 52 130 160 13 16 4 1 42 3 2 15
split_gain=0.000435813 0.000361923 0.000329187 0.000265619 0.000253789 0.000238721 0.000222463 0.000348289 0.000563028 0.000293071 0.000206288 0.000190431 0.000191273 0.000286078 0.00039307 0.000212133 0.00021715 0.000235486 0.000197723 0.000234563 0.000216865 0.000187601
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 -0.062489999999999997 0.11260500000000001 -0.072649999999999978 0.050115000000000007 -0.074514999999999984 0.11655500000000001 -0.010284999999999997 -1.0000000180025095e-35 -0.217635 0.24813000000000004 0.056750000000000009 -0.0031049999999999997 0.076710000000000014 0.088115000000000013 -0.00088499999999999983 0.10705000000000002 0.05377500000000001
decision_type=2 2 2 2 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 -9 -6 11 -7 -13 -14 15 16 17 -15 19 -18 -21 -19
right_child=1 -3 3 4 5 10 -8 8 -10 -11 -12 12 13 14 -16 -17 18 21 -20 20 -22 -23
leaf_value=-0.00081854157674116827 -0.00066954873606981746 -0.00073741312685452723 -0.00061456144825339633 -0.00055428032943175606 3.3871944503478129e-05 -0.00042694799632903788 0.00092021863105685097 0.0004511517531004403 -0.00081879370299680287 0.00094220082802681836 -0.00048444034153259966 -0.00037500540533463693 -0.00035994592604362061 7.4865313607612192e-05 0.0010975378482441529 -0.00030506867731758708 -0.00049407690381504167 0.0012711855630274148 0.00050513469880615473 0.00052597589072839906 -0.00016502567826920798 0.00043674480158567992
leaf_weight=0.0012658136672408079 0.0011884759987224941 0.0011864002315832836 0.001029351013632023 0.0010797509058857449 0.0011466481812342777 0.0012621524396259727 0.0011622213833504813 0.0015579407488729427 0.0012211337613496909 0.0017743674568890255 0.0012888439789126007 0.0013063755463356133 0.0016749954784019703 0.0012972688644185357 0.0010019108406621119 0.0015159084324465342 0.0015013919620222669 0.0010047285832125441 0.0018498545961877083 0.0017078736684300183 0.0018611247159299182 0.0011142068386201798
leaf_count=592 312 112 290 66 166 216 159 101 71 105 96 200 283 321 27 61 200 63 162 67 99 141
internal_value=0 2.04261e-05 5.19221e-05 8.32639e-05 0.000110546 0.000138977 0.000361855 0.000248007 -0.000106866 0.000585635 5.57939e-05 9.65172e-05 0.000138239 0.000184387 0.000255317 0.000184122 0.000255865 0.000544739 0.00011326 -2.9709e-05 0.000165639 0.000832409
internal_weight=0 0.0297329 0.0285465 0.027358 0.0263287 0.0252489 0.00686231 0.00570009 0.00277907 0.00292102 0.0183866 0.0170978 0.0158356 0.0145293 0.0128543 0.0118524 0.0103364 0.0034162 0.00692024 0.00507039 0.003569 0.00211894
internal_count=3910 3318 3206 2894 2604 2538 602 443 172 271 1936 1840 1624 1424 1141 1114 1053 525 528 366 166 204
is_linear=0
shrinkage=0.00140032


Tree=1889
num_leaves=27
num_cat=0
split_feature=1213 52 1456 453 38 124 40 1 49 49 457 3 42 14 1 48 13 13 16 43 160 2 4 1 15 4
split_gain=0.000442253 0.000409975 0.00031993 0.000293856 0.000307868 0.000384121 0.000292256 0.000253673 0.000223821 0.000316877 0.000389656 0.000344631 0.000253634 0.00034046 0.000509773 0.000480434 0.000341047 0.00023204 0.000246757 0.000196796 0.000277157 0.000259531 0.000383917 0.000260142 8.21034e-05 7.99019e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.086795000000000011 0.089560000000000015 -0.048219999999999992 -0.062739999999999976 0.093170000000000017 -1.0000000180025095e-35 -0.045004999999999996 0.084715000000000013 0.090325000000000003 0.10138000000000001 -0.46637499999999993 0.10752500000000002 0.11904500000000003 0.049070000000000009 -0.086394999999999986 -0.092714999999999978 -0.083899999999999988 -1.0000000180025095e-35 0.091525000000000009 -0.0031049999999999997 0.077800000000000022 -0.10469999999999999 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 17 -12 13 -10 16 24 19 -8 -19 -15 -21 22 23 -22 -16 -23
right_child=1 2 3 -5 -6 6 8 -9 12 -11 11 -13 -14 14 15 -17 -18 18 -20 20 21 25 -24 -25 -26 -27
leaf_value=-0.00085865173884576136 -0.00088761632134936198 -0.00070334559927479024 0.00026943751060086256 -0.0006930976160687797 -0.00065336952655738905 -0.00050217103330589443 0.00031311813318632555 0.0013606534420586478 -0.00053566157112821123 -0.00086902841151694909 -6.0282012236317431e-05 0.0010538301852198422 -0.00042709199501957975 0.00084669335753254527 0.0014983510194403393 -3.2043273410303957e-05 -0.00050825446778433024 -0.00012588358361402676 -0.0011324360678746418 -0.00054395319126986812 -4.6776628169941018e-05 0.0004692698720423471 -0.00058751973768850143 0.0010417168152175682 0.00096353576466941737 0.0010808201146484857
leaf_weight=0.0014068998166964627 0.0011269563472516694 0.0012494062463833102 0.0010349265157891798 0.001085139400938572 0.0011567422668292684 0.0017447338749827226 0.0010877635157163223 0.0010024811655083982 0.0010353369072511063 0.0010199219079873719 0.0013020657671508062 0.0013536123663663302 0.0011841866055334336 0.0013710044497721608 0.0011962249238178513 0.0010555899774828958 0.0014224993330322899 0.0013874574718172883 0.0010030504883711266 0.0010057260643752406 0.0010749302477056589 0.0010218478171160061 0.0012876205160050631 0.0010255338424673965 0.0016090673365534167 0.0010208705002767715
leaf_count=592 345 285 39 64 67 136 96 222 35 170 50 49 236 169 105 37 165 36 102 339 192 84 81 102 53 59
internal_value=0 2.77093e-05 6.2397e-05 9.598e-05 0.000127227 0.000161629 0.00010737 0.000806357 0.000154711 -7.10531e-05 6.16302e-05 0.000507587 0.0002602 0.000317815 0.000385315 0.000857041 0.000187994 -0.00027886 -0.00054823 0.000314848 0.000201563 0.000339624 7.71916e-05 0.000484671 0.00119159 0.000774899
internal_weight=0 0.0308647 0.0297377 0.0284883 0.0274032 0.0262465 0.024209 0.00203741 0.0224643 0.00715387 0.00613395 0.00265568 0.0153104 0.0141263 0.0130909 0.00386088 0.00923003 0.00347827 0.00239051 0.00780753 0.00643653 0.0054308 0.00338808 0.00210046 0.00280529 0.00204272
internal_count=3910 3318 2973 2688 2624 2557 2296 261 2160 503 333 99 1657 1421 1386 195 1191 234 138 1026 857 518 375 294 158 143
is_linear=0
shrinkage=0.00154607


Tree=1890
num_leaves=25
num_cat=0
split_feature=1213 1456 9 151 49 159 50 4 15 159 39 52 40 13 52 131 52 43 13 13 1 4 2 43
split_gain=0.000518801 0.000337464 0.000299202 0.000248996 0.000321047 0.000255441 0.000368213 0.000331266 0.000358096 0.0002684 0.000259567 0.000449402 0.000293666 0.000387931 0.000386604 0.000236638 0.000414989 0.000252903 0.000426258 0.000261927 0.000254862 0.000234423 0.000123108 0.00011095
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.10513500000000002 0.08764000000000001 0.10119500000000002 0.27608500000000008 -0.11739999999999999 0.107895 0.13419 0.11401500000000002 -0.081749999999999975 -0.094679999999999986 -1.0000000180025095e-35 0.097135000000000013 -0.16207999999999997 -0.082689999999999986 -0.0041499999999999983 0.16421000000000002 0.09112000000000002 -0.0025899999999999994 0.12732500000000002 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
left_child=-1 -2 -3 -4 5 6 7 8 -5 -7 11 12 -10 14 -14 16 -15 19 -19 -18 21 23 -6 -20
right_child=1 2 3 4 22 9 -8 -9 10 -11 -12 -13 13 15 -16 -17 17 18 20 -21 -22 -23 -24 -25
leaf_value=-0.00088036274307438792 -0.00072420210023280227 0.00079903913501757696 -0.00068809163316971929 -0.0008238720320669214 0.0009551786991882739 0.0007485309406100347 -0.00091333432596749585 0.00062427227004611388 -0.00067352146954528477 -0.0001740391454397533 0.00071665263781406027 -0.00080155262729624552 -0.00015083621402663203 -0.00071595628248936405 0.00096169651864376558 0.00063172789776580907 0.00076422195543004914 -0.0010066804513126561 0.00024858598154451923 -5.1753214805459069e-05 -0.00040613925173402178 -0.00024360467475191129 0.00023926320354054217 0.00089568129402549618
leaf_weight=0.0014442811106811079 0.0012606563854225183 0.001164629568363231 0.001025947843377061 0.0012441024972926129 0.0011093056554079403 0.0019526115450158579 0.0010163216272354716 0.0017390893179653052 0.0012303306951485507 0.001082383555693775 0.0010508996607541113 0.0015777414876280002 0.0010760517908153799 0.0019573192274585033 0.001921357632731705 0.0010962810807488852 0.0017392125402624324 0.0010503168380385725 0.001327248316201457 0.00173567942676911 0.0019861388959121484 0.0013398628161525343 0.0010164203760547885 0.0010464443117568223
leaf_count=592 332 128 96 137 143 197 262 195 66 171 21 212 51 234 58 97 149 444 59 58 63 36 74 35
internal_value=0 2.97053e-05 5.9891e-05 3.15004e-05 5.67013e-05 1.31874e-05 -3.79093e-05 5.76295e-07 -5.01587e-05 0.000419511 -2.35219e-06 -4.19457e-05 2.65135e-05 7.94306e-05 0.000562304 -2.95703e-05 -8.90807e-05 3.092e-05 -0.000136765 0.000356649 2.35399e-05 0.000253347 0.000612862 0.000533858
internal_weight=0 0.0327464 0.0314857 0.0303211 0.0292951 0.0271694 0.0241344 0.0231181 0.021379 0.003035 0.0201349 0.019084 0.0175062 0.0162759 0.00299741 0.0132785 0.0121822 0.0102249 0.00675001 0.00347489 0.00569969 0.00371356 0.00212573 0.00237369
internal_count=3910 3318 2986 2858 2762 2545 2177 1915 1720 368 1583 1562 1350 1284 109 1175 1078 844 637 207 193 130 217 94
is_linear=0
shrinkage=0.00148603


Tree=1891
num_leaves=16
num_cat=0
split_feature=0 16 0 12 15 12 14 3 2 15 1 133 2 49 1
split_gain=9.37166e-05 0.000124885 0.000154224 0.000157373 0.000150576 0.000192678 0.000147253 0.000194845 0.000261921 0.000126539 0.000121075 0.00021611 0.000194869 0.000250002 0.000158724
threshold=0.18055000000000002 0.070590000000000014 -0.077944999999999987 0.085945000000000008 -0.0039399999999999991 0.091405000000000014 -0.13131999999999996 0.099570000000000006 0.113945 -0.038029999999999987 1.0000000180025095e-35 0.083815000000000014 1.0000000180025095e-35 -0.006494999999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 9 -6 -1 10 -9 -3 11 -8 14 -14 -12
right_child=-2 4 3 -5 5 -7 7 8 -10 -11 12 -13 13 -15 -16
leaf_value=-0.0022859287540694783 0.0018649443252531728 -0.0011256468608432108 0.0031405479487433248 0.00014415535607592914 -0.0038310120800887485 -0.00033215059893942624 -0.0035176106000409002 0.0038092776663522449 -0.00038846299543191442 0.0017748936043435976 -0.0031311488250149967 0.00035282058428503317 -0.00050851751599911117 0.0029424637620655775 5.7467802968511192e-05
leaf_weight=0.0011662837117989442 0.0010278417686212229 0.0013999969065002713 0.0013109087954063835 0.0015616386547123301 0.0012656235330457113 0.0012944090523812554 0.0011774398678546516 0.001199604928775023 0.0012179513446706203 0.0010858329530751276 0.0010339498214146647 0.0011688081173916384 0.0018059008516828484 0.0016184222262743964 0.0016439151350478784
leaf_count=73 44 356 259 511 151 145 796 86 116 63 333 550 122 180 125
internal_value=0 -0.000109431 0.000184101 0.00151158 -0.000976488 -0.00206191 -0.000132818 9.8283e-05 0.00169448 0.000141335 -0.000358476 -0.00158951 0.00011485 0.0011225 -0.00117369
internal_weight=0 0.0199507 0.0149048 0.00287255 0.00504586 0.00256003 0.0120323 0.010866 0.00241756 0.00248583 0.00844844 0.00234625 0.00610219 0.00342432 0.00267786
internal_count=3910 3866 3151 770 715 296 2381 2308 202 419 2106 1346 760 302 458
is_linear=0
shrinkage=0.00637641


Tree=1892
num_leaves=17
num_cat=0
split_feature=12 156 484 15 12 52 15 3 1 52 0 0 42 47 0 16
split_gain=7.90964e-05 0.000110083 0.000100905 0.000108138 0.000262944 0.000137019 0.000274306 0.000262987 0.000125917 0.00015744 0.000339482 0.000147779 0.000201163 8.8127e-05 8.6153e-05 5.16823e-05
threshold=0.11655500000000001 0.091280000000000014 -0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.081429999999999989 -0.017214999999999998 -0.074234999999999982 0.094385000000000011 0.091715000000000005 -0.11524 -0.19631499999999999 0.084745000000000015 0.09252500000000001 -0.082994999999999985 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 15 6 7 -4 9 10 -7 -10 13 -13 -6 -5
right_child=-2 -3 3 4 14 8 -8 -9 11 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0016252657197074229 -0.0017844073051358836 -0.0020645142081715433 0.0027226845779446847 -0.0012734585998236915 0.0020770007684183683 0.00086064738972050877 0.0042921949274213889 -0.0018123648302331469 -0.00088812914302147236 0.00099175460524653265 -0.0042007235979141409 0.0044591943705659829 -0.00064215451938491597 0.0016967286427738025 -0.00050794697398622826 -0.0034666848778865732
leaf_weight=0.0013195589670705844 0.0011345602965259207 0.0010681852476424883 0.00119190541116556 0.0010043390761693138 0.0014035108830156712 0.0012284154927033721 0.0013401982051815782 0.001245884039476175 0.0013996396757014473 0.0016677518317662413 0.0012987308163695732 0.0010301304115348693 0.0010872816141047487 0.001180655129299879 0.0010921868401978785 0.0010437515173140751
leaf_count=556 187 333 225 189 257 93 113 180 87 183 298 177 172 60 601 199
internal_value=0 8.99802e-05 0.000214152 0.000355152 -0.000558349 0.000682742 0.00178391 0.000404951 0.000214916 -0.000654218 -0.00174045 0.000991024 0.0017885 0.00298392 0.000945756 -0.00239117
internal_weight=0 0.0196021 0.0185339 0.0172144 0.00454379 0.0126706 0.00377799 0.00243779 0.0088926 0.0041949 0.00252715 0.00469771 0.00329807 0.00221079 0.0024957 0.00204809
internal_count=3910 3723 3390 2834 1246 1588 518 405 1070 574 391 496 409 237 858 388
is_linear=0
shrinkage=0.00690203


Tree=1893
num_leaves=24
num_cat=0
split_feature=1213 14 52 1456 151 376 376 16 13 43 49 52 15 13 2 13 457 15 16 4 2 1375 0
split_gain=0.000539047 0.000458051 0.000366374 0.00035485 0.000351678 0.000335808 0.000317605 0.000345968 0.000344979 0.000377584 0.00026517 0.000561297 0.000639809 0.000426511 0.000688814 0.000456006 0.000330799 0.000281986 0.00045125 0.000318594 0.000465124 0.000227248 0.000206874
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 -1.0000000180025095e-35 -0.27336999999999995 0.11605500000000001 0.048375000000000008 0.41476000000000007 0.17936000000000002 -0.15109999999999998 0.093945000000000015 0.10898500000000001 -0.09547499999999999 -0.091849999999999987 0.097940000000000013 -0.123625 0.082870000000000013 0.085285000000000014 -0.19424999999999998 -0.017449999999999997 0.091025000000000009 -0.4078199999999999 -0.083934999999999996
decision_type=2 2 2 2 2 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 -6 11 13 -13 14 15 -11 17 18 -15 22 -21 -18 -20
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 12 -14 16 -16 -17 21 -19 19 20 -22 -23 -24
leaf_value=-0.00098079554836090488 -0.00081876584978689986 -0.00091629955195231076 -0.00075442021002080544 -0.00074850741053957546 0.00085756586769200561 -0.00066466644324526683 0.00090961074863033398 0.0008578868237802585 -0.0005569218348129869 -0.00057019675680363064 0.00065973334700372005 0.00010544974703012646 -0.0016086248817689399 -0.00090768051077938549 0.0012988566863833568 0.00079921980561007322 -0.00014008298613372937 -0.00087807184157421203 0.0011325501108292236 -0.00071964806929614492 0.00042763614582554289 0.00079573968618138759 0.00013735312815281621
leaf_weight=0.0014397024330906607 0.0011745169463006347 0.0012863148814193917 0.001216885435595976 0.0011284421928490209 0.0018732243663581718 0.0012019411373950508 0.0015565505236681534 0.0017193128476268851 0.001846979612204965 0.0014518475749543402 0.0019888969238662782 0.0011858582549140184 0.0010734887286966829 0.0013115740135190256 0.0019130172259950173 0.0011102911626412132 0.001062152997261423 0.0012698154546877394 0.0010621602159914811 0.0018499682911208015 0.0018076697864498614 0.0018248640118926898 0.0011002485101876298
leaf_count=592 337 112 265 80 100 32 154 84 151 57 187 68 278 97 131 60 25 390 91 305 112 115 87
internal_value=0 2.4684e-05 6.28313e-05 9.67192e-05 0.000132022 0.000167245 0.000204268 0.000161131 0.000110653 0.000166993 0.000102351 4.08418e-05 -0.000708962 0.000148309 0.000568531 2.32337e-05 -1.82825e-05 -0.000179696 -5.53477e-05 0.000136729 -0.00015264 0.000451444 0.000626187
internal_weight=0 0.033016 0.0317297 0.0305552 0.0293383 0.0282099 0.0270079 0.0254514 0.0237321 0.0218851 0.0200119 0.018023 0.00225935 0.0157636 0.00447516 0.00256214 0.0112885 0.00840144 0.00713162 0.00582005 0.00365764 0.00288702 0.00216241
internal_count=3910 3318 3206 2869 2604 2524 2492 2338 2254 2103 2003 1816 346 1470 248 117 1222 1082 692 595 417 140 178
is_linear=0
shrinkage=0.00160853


Tree=1894
num_leaves=17
num_cat=0
split_feature=147 11 52 4 403 4 48 49 0 0 0 4 2 4 0 0
split_gain=8.55153e-05 0.000138821 0.000110958 0.000201654 0.00013413 0.000122004 0.000124441 0.000250999 0.000172625 0.000143754 0.000289637 0.000126997 0.0001054 0.000183523 7.0584e-05 3.01495e-05
threshold=0.08955500000000001 0.08776500000000001 0.28122000000000008 0.27608500000000008 0.088015000000000024 -0.083329999999999987 0.081315000000000012 -0.0057999999999999987 -0.14733499999999997 -0.10071499999999999 -0.06402999999999999 0.0057500000000000008 0.106285 -0.37626499999999991 -0.11756999999999999 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 7 -7 11 14 -11 -8 13 -1 -9 -15
right_child=-2 -3 -4 -5 -6 6 8 9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0016432862330678958 0.0018922442978806136 -0.0025662517888412253 -0.0019387794757311006 0.0023643715671255775 -0.0024716038784431873 -0.0036556906058430681 -0.0020313323400265098 -0.00021328995869177272 0.0022492555372145145 -0.0040740058843420713 0.00063495300350481444 0.001000444835035412 0.0025460898074562096 0.00078304726800168024 0.0022637262300997125 0.0024425399516903529
leaf_weight=0.0013107344733958026 0.001026318995421562 0.0010010154705989696 0.0012360335046962398 0.0017123625848910534 0.0010058399753859184 0.001258403433982932 0.0013045293155594939 0.0010298561680639473 0.0016545688336165043 0.0010363230781813802 0.0014142750238765435 0.001228307515688698 0.0013888756538946723 0.0010025988885474582 0.0010782425847993792 0.0010025337120823053
leaf_count=136 152 154 352 318 300 226 71 80 384 946 161 43 76 371 67 73
internal_value=0 -0.000111327 2.03426e-05 0.000159292 -8.09796e-05 8.24948e-05 -0.000340113 -0.000980408 0.000549378 -0.000241911 -0.0013564 -0.000561062 0.000981159 0.000325676 0.00105365 0.00161277
internal_weight=0 0.0196645 0.0186635 0.0174275 0.0157151 0.0147092 0.0100045 0.0058171 0.00418741 0.0045587 0.0024506 0.00253284 0.00470474 0.00331587 0.0021081 0.00200513
internal_count=3910 3758 3604 3252 2934 2634 1978 1480 498 1254 1107 114 656 580 147 444
is_linear=0
shrinkage=0.0067667


Tree=1895
num_leaves=16
num_cat=0
split_feature=403 484 43 42 40 484 43 16 16 15 150 2 2 4 3
split_gain=8.11736e-05 0.000111272 0.00013327 0.000173596 0.000244285 0.000200306 0.000136735 0.000188035 0.000269945 0.00036962 0.000187486 0.00022075 0.000163302 9.52961e-05 0.000145525
threshold=-1.0000000180025095e-35 0.091130000000000017 0.16180500000000003 -0.10770999999999999 -0.012844999999999997 -0.0043499999999999988 -0.15109999999999998 -0.19424999999999998 0.15737500000000001 -1.0000000180025095e-35 0.090480000000000019 0.091025000000000009 0.10836000000000003 -0.0010999999999999996 -0.078884999999999997
decision_type=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 10 -10 11 13 -8 14 -9
right_child=1 -3 -4 4 5 6 7 8 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.001407673013996641 -0.0017373255633747814 -0.0016602398969735458 -0.0017362624845345201 0.0025118832136216945 -0.0021112071634984964 0.0018610984703208693 0.00025474367646908304 8.5572752411874911e-05 0.0010992837705524217 -0.0034472003092548102 -0.00093297820301350509 0.0033170789540428501 -0.0023300095223903069 -0.0005452482371089306 0.0027187004079293545
leaf_weight=0.0012039035171152656 0.0012006418708216697 0.0010715859475449443 0.001053128810160237 0.0015956518189702866 0.0010504995394332176 0.0017323175681269705 0.0015476378050162222 0.0012632866024959704 0.0011591769026706583 0.0010502070034089511 0.0010651846609245341 0.0016317291536234735 0.0014672541981486376 0.0010556674918804163 0.0013252434113704137
leaf_count=930 161 264 238 300 480 98 147 257 175 155 126 223 119 118 119
internal_value=0 7.80793e-05 0.000180442 0.000298179 0.000451461 0.000222323 0.000406669 0.000188817 0.000609112 -0.00106184 0.00119131 0.00162019 -0.00100318 0.000860393 0.00143365
internal_weight=0 0.0192692 0.0181976 0.0171445 0.0159439 0.0143482 0.0132977 0.0115654 0.0085505 0.00220938 0.00634111 0.00527593 0.00301489 0.0036442 0.00258853
internal_count=3910 2980 2716 2478 2317 2017 1537 1439 1173 330 843 717 266 494 376
is_linear=0
shrinkage=0.00555105


Tree=1896
num_leaves=16
num_cat=0
split_feature=147 484 42 4 43 16 0 15 0 12 15 49 4 13 47
split_gain=7.63761e-05 0.000126623 9.83991e-05 0.000247661 0.000125354 0.000212559 0.000214951 0.000181606 0.000179359 0.000172716 0.00015474 0.000234254 0.000104113 8.37284e-05 4.39709e-05
threshold=0.08955500000000001 -0.0043499999999999988 0.091955000000000023 0.074650000000000008 0.0016850000000000001 0.3935300000000001 -0.077944999999999987 1.0000000180025095e-35 -0.10131499999999999 0.092150000000000024 -0.19153499999999998 -0.0057999999999999987 0.0051950000000000008 -0.0041499999999999983 0.091930000000000012
decision_type=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 -8 -3 12 -12 -6 -13
right_child=-2 2 3 -5 13 -7 9 -9 -10 -11 11 14 -14 -15 -16
leaf_value=-0.0020079640022868288 0.0016053152852690935 -0.001192154362581908 -0.0028541955762202151 0.00085736788182592808 0.00057304857063846274 -0.0025992622126877669 0.0004871868749997052 -0.0019914401461002067 -0.0020256996094299108 0.0034586221958293334 -0.0014581961712199878 0.0034868131343127069 0.0011668184077959305 0.0027230877840106441 0.0017243000706535891
leaf_weight=0.001171129577510646 0.0010056008701396493 0.0013219049617345449 0.0013359271818092445 0.001262449773554282 0.0017911794447042079 0.0010744423322116845 0.001957027150613481 0.0018004894890602946 0.0011280263459405235 0.0011050016619741365 0.0011420611454237839 0.0010447778143627268 0.0010443074508021954 0.0010299463886324573 0.0010003330465373494
leaf_count=596 152 86 514 176 296 205 283 606 452 143 82 115 57 111 36
internal_value=0 -9.34044e-05 3.09006e-05 -0.00105089 0.00021296 -4.30383e-05 0.00019488 -0.000297756 0.000158654 0.0015595 0.000602348 0.00116295 -0.000204372 0.00135799 0.00262471
internal_weight=0 0.019209 0.0180379 0.00259838 0.0154395 0.0126184 0.0115439 0.0084819 0.00668141 0.00306203 0.00555338 0.00423148 0.00218637 0.00282113 0.00204511
internal_count=3910 3758 3162 690 2472 2065 1860 1434 828 426 376 290 139 407 151
is_linear=0
shrinkage=0.00600863


Tree=1897
num_leaves=26
num_cat=0
split_feature=14 1213 1456 52 1374 403 376 15 1 0 48 4 14 15 13 15 49 42 42 42 0 48 16 2 15
split_gain=0.000466098 0.000381111 0.000354289 0.000324219 0.000314828 0.000300629 0.000302891 0.000410048 0.000404893 0.000489351 0.000400055 0.000263095 0.000295587 0.000342013 0.000243398 0.000286083 0.00021663 0.000206383 0.000254004 0.000192985 0.000230731 0.000175147 0.00016768 0.000119539 6.01297e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.086000000000000007 -1.0000000180025095e-35 0.11605500000000001 -0.095799999999999982 1.0000000180025095e-35 -0.089879999999999974 0.086065000000000016 0.25367000000000006 -0.46879999999999994 -0.15202999999999997 -0.094129999999999978 0.088495000000000018 -0.07107999999999999 0.084100000000000022 -1.0000000180025095e-35 -0.016759999999999994 -0.087899999999999992 0.091065000000000021 0.13514000000000004 0.095545000000000005 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 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 11 9 -9 17 21 -13 24 -10 16 -16 18 -11 -18 23 -7 -20 -21 -14
right_child=-2 2 3 4 -6 6 -8 8 14 10 -12 12 13 -15 15 -17 19 -19 22 20 -22 -23 -24 -25 -26
leaf_value=-0.00076474155036966346 -0.00093885626299488733 -0.00075554824926949511 -0.00073950687435112223 -0.00066207014288243674 -0.00071871959589064189 -0.00014079499306882541 -0.00063409874296620271 -0.00068025013186671262 0.0011374426049755482 -0.00022081362369329982 0.0010304514327526138 -0.00059618801852081747 0.0004777437583381562 -0.00021341899053386112 -9.0765960830264197e-06 -0.00026852784899395311 0.0013196698153500467 -0.00042956487795528991 0.0010122516608871664 0.0012232611807708063 0.00018081279731671295 -0.00090436242777101091 0.00016434850472556883 0.00054278105892135086 0.00099099197887383343
leaf_weight=0.001437538579603658 0.0012781594213498995 0.0012521659530415888 0.0010993392498159634 0.001052032288396342 0.0010394984674783605 0.0018510833689839778 0.0010463996529293798 0.0015749614144434237 0.0014963168316223215 0.0014976814672346128 0.0013470172638709865 0.0010054611589499496 0.0010632758375414761 0.0015229071838938069 0.0012295925255847448 0.0011144456046232598 0.0010091560627474303 0.0013718920915593985 0.0011528151225468422 0.0012499512935559782 0.0020000606326183801 0.0011731476780392353 0.0010795780303851643 0.0012187173613060764 0.0011207119190756662
leaf_count=578 126 312 290 557 95 120 29 153 108 165 56 52 133 47 107 127 47 219 57 40 199 108 17 66 102
internal_value=0 1.32316e-05 4.98175e-05 8.42168e-05 0.00011631 0.000148249 0.000180879 0.000214884 0.000346927 9.23497e-05 0.000281033 -8.1101e-05 0.0001473 0.000348964 0.000566143 0.000456855 0.000577377 8.3172e-05 0.000271753 0.000709015 0.000571113 -0.000436995 0.000602208 0.000887326 0.000741117
internal_weight=0 0.0320057 0.0305682 0.029316 0.0282167 0.0271772 0.0261252 0.0250788 0.0173422 0.00802395 0.00644898 0.00773659 0.00471236 0.00370689 0.00931824 0.00782192 0.00670748 0.00510197 0.00373007 0.00547789 0.00446873 0.00302423 0.00223239 0.00246867 0.00218399
internal_count=3910 3784 3206 2894 2604 2509 1952 1923 1361 667 514 562 334 282 694 586 459 458 239 352 305 228 74 106 235
is_linear=0
shrinkage=0.00154607


Tree=1898
num_leaves=14
num_cat=0
split_feature=1 151 15 131 48 42 48 160 1 4 4 12 3
split_gain=8.21497e-05 0.000101433 0.000219289 0.000128841 0.000125286 0.000169679 0.000171436 0.000109422 0.000131255 0.000206863 0.000179835 9.96008e-05 7.44876e-05
threshold=0.12864500000000004 0.087190000000000017 0.091600000000000015 0.089305000000000009 0.097140000000000018 0.092635000000000009 0.086935000000000012 0.031805000000000007 0.11198000000000001 -1.0000000180025095e-35 -0.078484999999999985 0.086935000000000012 0.11265500000000002
decision_type=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 -2
right_child=12 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.00057611478269718047 0.0022697881365034236 0.0017838229675713213 -0.0030558675335169046 -0.0021361799440862239 0.0016862504231505591 -0.0026999552308729019 -0.0019035240525140892 0.0020906712657891035 0.0023509350258889934 -0.0021606315807583946 0.0023735385931875179 -0.0018431712729530074 -3.8941436495031104e-05
leaf_weight=0.0019177783159913262 0.0012873158658023289 0.001132597553516467 0.0012318707058488329 0.0012875706901944043 0.0019617583026335728 0.0010930974107642927 0.0016638431703531057 0.0015586560461578469 0.0010476307917486882 0.0018331581885851897 0.0015892310502007324 0.0013124189073707715 0.0012722498732258558
leaf_count=363 177 121 589 366 232 286 195 288 80 309 399 351 154
internal_value=0 -0.000175064 -0.000309551 -8.79276e-05 0.000100751 -0.000158105 9.62721e-05 0.000455641 0.000124682 -0.000225902 0.000510008 -0.000406833 0.00112222
internal_weight=0 0.0176296 0.016497 0.0152651 0.0139776 0.0120158 0.0109227 0.00925887 0.00770022 0.00665259 0.00481943 0.0032302 0.00255957
internal_count=3910 3579 3458 2869 2503 2271 1985 1790 1502 1422 1113 714 331
is_linear=0
shrinkage=0.0067667


Tree=1899
num_leaves=24
num_cat=0
split_feature=1213 1456 14 1374 11 453 16 1374 0 0 1 15 0 15 3 52 13 43 13 0 16 15 0
split_gain=0.000458355 0.000444715 0.000322057 0.000220839 0.000271981 0.000261153 0.000456805 0.000273323 0.000418457 0.000267267 0.000890953 0.000324923 0.000410405 0.00030453 0.000211515 0.000185256 0.000276324 0.000352584 0.000327277 0.000266697 0.000120759 0.000107498 0.000196899
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.085820000000000021 0.088315000000000018 1.0000000180025095e-35 -0.50585499999999983 -0.094679999999999986 -0.23029999999999998 -0.089879999999999974 1.0000000180025095e-35 -0.11739999999999999 -0.10575999999999998 -0.088734999999999994 0.082730000000000012 0.11401500000000002 -0.091229999999999992 -0.074254999999999988 0.0015650000000000002 -0.07773999999999999 0.23932500000000004 -0.017214999999999998 0.15480500000000005
decision_type=2 2 2 2 2 2 2 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 14 -11 -13 16 20 19 -19 -18 -15 -21 -23
right_child=1 2 -4 -5 -6 -7 7 8 9 13 11 12 -14 15 -16 -17 17 18 -20 21 -22 22 -24
leaf_value=-0.00090536758203848449 -0.00087654299476348774 0.00096327470276582684 -0.00072252424270056223 -0.0006001803160681266 -0.00054707455984717864 -0.0005520840893546966 -0.00059626115553187986 0.0010032073785288837 -0.0011991365306524566 0.0010173124503019824 -0.00032723397030510711 0.0012518224572334569 -0.0003601396519734282 0.0010041921961485385 0.00030896827005547349 -0.00030747110198355959 -0.00031785791500015442 -0.00082637490245561908 0.00021531642175806221 0.00020132155206567607 0.00030784228612851651 0.0011207306397210267 0.00022736849736476058
leaf_weight=0.0013365449793938102 0.0012666388840633569 0.0017099942728505185 0.0012057586243980891 0.0010539544068099418 0.0013786524795200697 0.0011789466323794953 0.001161124764259113 0.0013614525049234693 0.0014648824833215406 0.0011218662095076872 0.0020113883060057514 0.001249367342218477 0.0010101299889668791 0.0013927893303224926 0.0010439565445734544 0.0016418203372900045 0.0010625722660325687 0.0014784148885996305 0.0014070691821501946 0.0013011113880005976 0.0010396051251859717 0.0014282908775354311 0.0010044261172410529
leaf_count=592 332 181 92 101 115 80 64 32 292 265 122 71 63 55 52 258 224 545 119 121 19 102 13
internal_value=0 1.99904e-05 5.95474e-05 9.38356e-05 0.000121492 0.000158259 0.000193314 0.000133953 0.000174291 0.000116882 -0.000131575 0.000162668 0.000460956 0.000247685 0.000822621 0.000174241 0.000252435 0.000108637 -0.000318408 0.000365545 0.000706572 0.000560027 0.000751877
internal_weight=0 0.0299742 0.0287076 0.0275018 0.0264479 0.0250692 0.0238903 0.0221803 0.0210191 0.0196577 0.00677972 0.00531484 0.00330345 0.012878 0.00229332 0.0117561 0.0101143 0.00768188 0.00288548 0.0047964 0.00243239 0.00373383 0.00243272
internal_count=3910 3318 2986 2894 2793 2678 2598 2417 2353 2321 600 308 186 1721 123 1456 1198 1124 664 460 74 236 115
is_linear=0
shrinkage=0.00154607


Tree=1900
num_leaves=15
num_cat=0
split_feature=453 4 14 403 160 16 133 52 12 43 1 48 0 43
split_gain=7.74761e-05 0.000169681 0.000119467 9.93907e-05 0.000121001 0.000354635 0.000191494 0.000158521 0.000175569 0.000204284 0.000108692 0.000235275 0.000105495 0.000101648
threshold=1.0000000180025095e-35 0.28937500000000005 -0.41992499999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0090499999999999973 -0.090054999999999982 -0.27466499999999994 0.10214500000000001 -0.07526999999999999 0.089455000000000021 0.094275000000000012 -0.082484999999999989 -0.089949999999999988
decision_type=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 13 12 -12 -11 -9
right_child=-2 2 -4 4 6 -7 7 8 -10 10 11 -13 -14 -15
leaf_value=-0.0016358045057776609 -0.0013609490702709856 6.1812533134631667e-05 0.0024700804096061571 -0.0034267176607995667 -0.0018789572220315564 0.00041700123429769519 -0.0011628231572670784 0.0012612008000033031 -0.0010366751615049307 0.0019303664357554512 -0.001665682719688151 0.0013231592943821397 -9.5059532787802902e-05 0.0032479005577884254
leaf_weight=0.0010959574923693613 0.0010961216866819381 0.0010095430941127193 0.0012759950081014373 0.0010338531034840628 0.0010992737952545831 0.0018008321945853977 0.0015363610879237074 0.0018027132339412111 0.0014656683152418923 0.0016581717472102788 0.0016497513796096541 0.0012795889518142367 0.0012223234887470732 0.0011568891301923226
leaf_count=907 99 95 309 522 351 388 336 156 123 122 134 67 100 201
internal_value=0 6.91106e-05 0.00140633 -0.000112795 -6.51575e-06 -0.000984862 0.000208958 0.000403937 0.000639118 0.0009192 0.000349377 -0.000360102 0.00107089 0.00203779
internal_weight=0 0.0190869 0.00228554 0.0168014 0.0157054 0.00283469 0.0128707 0.0117715 0.0102351 0.00876944 0.00580984 0.00292934 0.0028805 0.0029596
internal_count=3910 3811 404 3407 2500 910 1590 1239 903 780 423 201 222 357
is_linear=0
shrinkage=0.00523088


Tree=1901
num_leaves=25
num_cat=0
split_feature=9 52 1213 14 1456 3 39 47 48 1 52 0 16 52 4 2 150 1 42 48 4 13 16 15
split_gain=0.000342187 0.000298259 0.000320247 0.000284296 0.000262393 0.000223596 0.000275942 0.000436055 0.000466896 0.000499395 0.000378922 0.000409271 0.000393287 0.000337993 0.000261397 0.000396225 0.000271375 0.000262071 0.000372258 0.000270277 0.00024882 0.000271232 0.000139958 0.000161116
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 0.13419 0.13177500000000003 0.12649500000000002 0.10752500000000002 -0.077699999999999977 -0.17106499999999999 -0.09601999999999998 0.11401500000000002 -0.029114999999999999 0.088895000000000016 0.083205000000000015 0.085110000000000005 0.083725000000000008 0.089125000000000024 -0.49837999999999999 -0.083924999999999986 -0.008069999999999999 0.085120000000000015
decision_type=2 2 2 2 2 2 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 13 -11 -12 -13 14 20 16 -16 18 -17 -19 -6 -22 23 -23
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 11 12 -14 -15 15 17 -18 19 -20 -21 21 22 -24 -25
leaf_value=0.00088420753581437965 -0.00085432692140971522 -0.00077788858016051676 -0.00069870423909986097 -0.00078464763577181461 -0.00030676362473772102 0.00077636807890267914 0.00085121228416537315 -0.00087478222567424779 -0.00096952187139589835 0.0013511708437936125 0.0011330821195238837 0.0005325360897895237 -0.00056974488503076088 -0.00069331369618094566 -0.0010567138536702646 -0.00084770818084134306 -3.3740908682713491e-05 0.0011272868144973317 0.00041604797898921517 -1.5624587004538862e-06 0.00093884655822548538 -0.00042024781815710446 0.00059745728978138684 0.00040074561772724429
leaf_weight=0.0010254576749142352 0.0010839602705718229 0.0012967065448766654 0.0011005132597512032 0.0010410407267771307 0.0014401741642222632 0.0011211192755000701 0.0010397452964614464 0.0012778628035663422 0.0010201985517817027 0.0011167763160089272 0.001145782620680727 0.0017909472377120178 0.0014621673851896158 0.0016617609098305555 0.0015641078475287741 0.001188264174004583 0.0010973720947481669 0.001007571988290823 0.0011317521987101037 0.0011069605730824605 0.0017653561070674062 0.0012833833809269279 0.0013349389666833982 0.0011073794634046674
leaf_count=128 353 584 265 102 61 142 50 49 48 53 44 112 87 326 277 172 147 80 134 41 99 111 98 347
internal_value=0 -4.21004e-05 -1.18473e-05 2.38773e-05 5.53264e-05 8.76609e-05 5.62003e-05 2.10295e-05 7.25359e-05 0.000122671 0.000530833 0.000322569 3.70973e-05 -2.08231e-05 5.88445e-05 -0.000153915 -0.000634925 0.000134772 -0.000231222 0.000536333 0.000276663 0.000429681 0.000188423 -3.99712e-05
internal_weight=0 0.0301858 0.0291019 0.0278052 0.0267641 0.0256636 0.0245425 0.0235028 0.0222249 0.0212047 0.00551567 0.0043989 0.00325311 0.015689 0.0140273 0.00709603 0.00266148 0.00443455 0.00232002 0.00211453 0.00693123 0.00549106 0.0037257 0.00239076
internal_count=3910 3782 3429 2845 2743 2478 2336 2286 2237 2189 296 243 199 1893 1567 851 424 427 306 121 716 655 556 458
is_linear=0
shrinkage=0.00157699


Tree=1902
num_leaves=15
num_cat=0
split_feature=41 2 1 42 43 403 43 43 47 1 0 13 15 43
split_gain=7.75467e-05 0.000116903 7.89044e-05 0.000129968 0.000124013 0.000113579 0.000106789 0.000224084 0.000145362 0.000137628 0.000203282 0.000221125 0.000134054 0.000116556
threshold=0.078535000000000008 -1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 -0.089604999999999976 0.03138500000000001 -0.079109999999999986 -0.074254999999999988 0.077065000000000008 0.11287500000000002 -0.23029999999999998 -0.09547499999999999 -1.0000000180025095e-35 0.052855000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6 -8 9 10 -9 13 -13 -12
right_child=-2 2 -4 4 6 -7 7 8 -10 -11 11 12 -14 -15
leaf_value=0.0023047836455317998 -0.0018456686230885059 -0.0031630740968256552 0.0017847742903884952 0.0018401320167579158 -0.0024621366614820711 0.00010436139919817551 0.0032899426885455124 0.0018565100081406178 -0.0024161825223006721 0.0022990812938799882 -0.0012385411204523789 -0.00037597950112448119 -0.0036735500130325284 0.0020847284710404567
leaf_weight=0.0012592854348456193 0.0012095463869487557 0.0014038128808042871 0.0012165141780646647 0.0019454113769279734 0.0010558499821566635 0.0010290882249029132 0.0010604216609182817 0.0017621020005029742 0.0015609631998352172 0.0013022080852969978 0.0010545733091356091 0.0010981793614589265 0.0018426374592596939 0.0013344584370439394
leaf_count=242 195 780 122 242 514 209 179 88 172 127 81 147 741 71
internal_value=0 0.000105525 -5.12426e-05 -0.000187023 8.96425e-05 -0.00178099 -0.000192464 2.50858e-05 -0.000322687 6.66153e-05 -0.000343305 -0.00107059 -0.00244215 0.000617761
internal_weight=0 0.0189255 0.0176662 0.0164497 0.0140168 0.0024329 0.0120714 0.0110155 0.00995512 0.00839416 0.00709195 0.00532985 0.00294082 0.00238903
internal_count=3910 3715 3473 3351 2362 989 2120 1606 1427 1255 1128 1040 888 152
is_linear=0
shrinkage=0.00747098


Tree=1903
num_leaves=16
num_cat=0
split_feature=453 4 14 15 13 13 13 151 47 3 43 13 42 4 16
split_gain=6.88268e-05 0.000139353 0.000111548 9.11468e-05 0.000118507 0.000183532 0.000140328 0.000139265 0.000117474 0.000143124 0.000134752 0.000238082 0.000160371 0.000147848 0.000150463
threshold=1.0000000180025095e-35 0.28937500000000005 -0.41992499999999994 -0.11739999999999999 -0.45122499999999993 -0.13934999999999997 -0.094679999999999986 -0.082774999999999987 0.085165000000000018 -0.071964999999999987 -0.083899999999999988 -0.0041499999999999983 -1.0000000180025095e-35 -0.083534999999999984 -0.091624999999999984
decision_type=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 -10 12 -12 -9 -13 -15
right_child=-2 2 -4 4 5 6 7 8 9 -11 11 13 -14 14 -16
leaf_value=-0.0017351583061523434 -0.0015355255914019591 -6.2658096267340677e-06 0.0027862592462360638 0.0019690333728895901 -0.0026470673690525567 0.0022563176906375531 0.0017482613007441573 -0.0016445092885654727 0.0025928191837892825 -0.00041992519107899125 -0.0038991318734714151 -0.002459192389594367 0.0013651634220790199 -0.0017302935878632615 0.0012624814840973999
leaf_weight=0.0012603610265285265 0.0010913225925660011 0.0010126259247773828 0.0012479124116555945 0.0011226211136254856 0.0010569087081310187 0.0010469399260270009 0.0013694116652673101 0.0010654090712828197 0.001036258174023974 0.0015202795759228236 0.0011202791883667355 0.0012189029566429949 0.0019735580127584213 0.0010460607415672118 0.0017628483062856921
leaf_count=268 99 95 309 46 131 139 315 307 143 85 1282 242 215 59 175
internal_value=0 7.91789e-05 0.00153533 -0.000119117 1.36645e-05 -0.000140739 6.05502e-05 -0.000129232 -0.000368543 0.00080125 -0.00073383 -0.00135003 0.000310024 -0.000641029 0.000147948
internal_weight=0 0.0188604 0.00226054 0.0165998 0.0153395 0.0142169 0.0131599 0.012113 0.0107436 0.00255654 0.00818706 0.00514809 0.00303897 0.00402781 0.00280891
internal_count=3910 3811 404 3407 3139 3093 2962 2823 2508 228 2280 1758 522 476 234
is_linear=0
shrinkage=0.00625138


Tree=1904
num_leaves=16
num_cat=0
split_feature=11 3 1 2 2 13 12 0 52 47 16 15 12 2 0
split_gain=7.54856e-05 0.000130304 0.000137692 0.000176097 0.000197838 0.000140712 0.000202811 0.000230883 0.000175366 0.000175271 0.000243217 9.4733e-05 0.000147632 5.03088e-05 4.38601e-05
threshold=0.081005000000000008 -0.12008499999999998 0.087545000000000026 0.10393500000000001 0.096540000000000015 -0.094679999999999986 -1.0000000180025095e-35 -0.06340999999999998 -0.074484999999999982 0.09252500000000001 -0.057604999999999996 0.085120000000000015 0.084100000000000022 0.10066500000000002 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 11 -4 -7 8 -8 10 14 12 -3 -1 -10
right_child=-2 2 5 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.00061794157835961822 -0.0014644535409830738 -0.00044546995317877103 0.0022097263059535827 -0.0032917007587690951 0.0020854329651440969 0.0020207222871606052 -0.0018223829747830874 -0.0033652978039270857 0.0012371095561623264 -0.0015525813561333892 0.0042328223572869247 0.00060103604546598254 -0.0035799498493153453 0.0026405890675931078 -0.00070822644325255256
leaf_weight=0.0010765817067901187 0.0014531190050372225 0.0016075988915500985 0.0015553109367075638 0.0011007287793235454 0.0011260275275189573 0.0017983392979254 0.0016075189674361621 0.0010375522232942119 0.0010080756221331208 0.0010673564556569204 0.0010102823978975764 0.0010608898621390708 0.0011234585952863176 0.0010882731213605057 0.0010325144084165627
leaf_count=145 233 260 212 335 200 323 113 154 62 125 149 604 702 66 227
internal_value=0 0.000106451 -9.85917e-05 -0.000893123 -0.00035628 0.000374085 4.0622e-05 -0.00048588 3.58938e-05 0.000761258 0.00157076 -0.00108135 -0.00173488 0.00163473 0.000252793
internal_weight=0 0.0183005 0.0161357 0.0060187 0.00491797 0.010117 0.00856164 0.0067633 0.00572575 0.00411823 0.00305087 0.00379195 0.00273106 0.00216485 0.00204059
internal_count=3910 3677 3466 2101 1766 1365 1153 830 676 563 438 1566 962 211 289
is_linear=0
shrinkage=0.00663402


Tree=1905
num_leaves=24
num_cat=0
split_feature=1213 1456 14 52 1374 38 1374 43 3 453 0 160 1 15 12 133 42 52 16 0 1 12 16
split_gain=0.000412615 0.000445333 0.000307943 0.000261544 0.000256977 0.000306343 0.000301912 0.000313684 0.000413106 0.000312061 0.000488481 0.000325209 0.000309181 0.000396767 0.000286017 0.000351888 0.000419121 0.000180789 0.00022263 0.000247084 0.00014336 0.000172675 9.57917e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.42985499999999993 0.085820000000000021 1.0000000180025095e-35 -0.094679999999999986 0.25671000000000005 0.16699000000000003 1.0000000180025095e-35 -0.23029999999999998 -0.11175999999999998 0.11235500000000002 -0.10192499999999999 0.099370000000000014 0.091545000000000015 0.088235000000000022 0.086950000000000013 -0.083564999999999987 -0.10131499999999999 0.13271500000000003 0.092720000000000011 -0.090129999999999988
decision_type=2 2 2 2 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 -8 -12 13 -13 15 16 17 18 22 -20 21 -14 -15
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 12 20 14 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0009184366592177505 -0.00092547265072803807 -0.00069916924155839994 -0.00080571432847444135 -0.0006143896769646147 -0.0006720637605955415 -0.00063403794834427849 0.0011402904810491634 -0.00058758576867239804 0.0012017139746435953 -0.00058223816341164143 -0.00055176506788872715 -0.00055951446943026256 0.0013458181147609262 0.00049315268558238726 -0.00049651111508843156 -0.0005053073388740332 0.0011478585184187561 -0.00026167750654969854 0.00076021169294420907 -0.00022359306481747234 0.00019327076863718799 0.00051564171541840513 0.0011571021753505432
leaf_weight=0.001271691736385013 0.001240905116355078 0.0010392453599188797 0.0010260131312418977 0.0011323770057476415 0.001009034851370715 0.001208609757398559 0.001552670785291521 0.0011345701471165972 0.0011891162667718993 0.0011643594266641513 0.0013757468476745657 0.0017963676542892574 0.0011309759460141336 0.0012842115082348782 0.0011576351325816572 0.0010979462759780909 0.0018117622905459152 0.0013068060567372197 0.0010055225761911226 0.0019250757590845505 0.001166605241004072 0.0015187914502092781 0.0010000561414146205
leaf_count=592 332 290 92 66 98 80 62 179 142 67 291 170 100 109 142 273 137 95 43 351 113 38 48
internal_value=0 1.74933e-05 5.92337e-05 9.20931e-05 0.000123759 0.000155932 0.000196132 0.000236711 0.000280242 0.000226251 0.000275459 0.000199066 0.000262822 0.000139476 0.000258056 0.000350674 0.000463451 0.000273319 0.000407385 0.000113962 0.000663119 0.000869978 0.000783831
internal_weight=0 0.0292744 0.0280335 0.0270075 0.0259682 0.0249592 0.0237506 0.0226182 0.0214836 0.0202945 0.0191302 0.0175775 0.0162018 0.0123854 0.010589 0.00943138 0.00833343 0.00652167 0.00521487 0.0029306 0.00381637 0.00264977 0.00228427
internal_count=3910 3318 2986 2894 2604 2506 2426 2360 2181 2039 1972 1910 1619 1368 1198 1056 783 646 551 394 251 138 157
is_linear=0
shrinkage=0.00160853


Tree=1906
num_leaves=23
num_cat=0
split_feature=1213 1456 14 11 3 13 52 39 0 4 51 13 1 2 457 15 16 16 4 1 4 16
split_gain=0.000404741 0.000373207 0.000301962 0.000234403 0.000297937 0.000216728 0.000390096 0.000261198 0.000654625 0.000358414 0.000269671 0.000264659 0.000219687 0.000181258 0.000176702 0.000232787 0.00016229 0.000257615 0.000142132 0.000127335 9.9223e-05 7.78556e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.12008499999999998 -0.083514999999999992 0.11588000000000002 0.005105000000000001 -0.053834999999999994 0.074650000000000008 -0.09021499999999999 -0.0041499999999999983 0.08844500000000001 0.106035 -0.0015249999999999997 -0.11739999999999999 -0.072804999999999981 -0.019979999999999994 -0.048489999999999991 0.10786000000000001 0.056740000000000006 -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
left_child=-1 -2 3 4 13 6 12 8 10 -9 -7 -12 18 -3 -13 -16 19 -18 -6 21 -14 -17
right_child=1 2 -4 -5 5 7 -8 9 -10 -11 11 14 20 -15 15 16 17 -19 -20 -21 -22 -23
leaf_value=-0.00076360966676153558 -0.00072394216622962456 0.00015940109530950875 -0.00064589206105253067 -0.00047272939143641737 0.00044151412322117448 0.00057485174612469569 -0.00051994093620314852 0.00079403325778073641 -0.0010787744496743442 -0.00019752742026656978 -0.00065291990237716611 -0.00046986236778092034 0.0010052782459958117 0.00082694965153506201 -0.00035130130293154735 -3.8978420033277723e-05 -0.00054131309244442416 0.00038952085833172077 -0.00011451720449530287 0.00077333482141130571 0.00043979290333922302 0.00044840090271990702
leaf_weight=0.001268184073831515 0.0011902904203774161 0.0014177428527479786 0.0010959521604532165 0.0013404485018035919 0.0017287306522948964 0.0012263238136553398 0.0010000604761583876 0.0014545011398326988 0.0011699971089611143 0.0012095723333371035 0.0013301089362809928 0.0012798038723077221 0.0011062766191783369 0.0015342876945750872 0.0017860471553019924 0.0011425955640926855 0.0010940849201954636 0.0010608948536690015 0.001606954269552689 0.0010701428367241306 0.001142761717377587 0.0012361099292720334
leaf_count=592 332 121 92 123 87 138 145 145 193 135 711 43 120 80 73 61 58 93 289 19 122 138
internal_value=0 1.36539e-05 4.61305e-05 7.5371e-05 0.000105241 5.05352e-05 0.000254216 -3.85204e-05 -0.000120693 0.000343834 -2.08406e-05 -9.38934e-05 0.000392845 0.000506353 -8.12709e-06 7.18378e-05 0.0002067 -8.30643e-05 0.000173648 0.000387757 0.000717949 0.000214291
internal_weight=0 0.0282237 0.0270334 0.0259374 0.024597 0.021645 0.00658478 0.0150602 0.0123961 0.00266407 0.0112261 0.00999979 0.00558472 0.00295203 0.00866968 0.00738988 0.00560383 0.00215498 0.00333568 0.00344885 0.00224904 0.00237871
internal_count=3910 3318 2986 2894 2771 2570 763 1807 1527 280 1334 1196 618 201 485 442 369 151 376 218 242 199
is_linear=0
shrinkage=0.00134594


Tree=1907
num_leaves=16
num_cat=0
split_feature=2 41 51 15 158 15 52 3 15 47 150 49 16 42 13
split_gain=7.72326e-05 0.000120558 0.000130095 0.000110961 0.000133883 0.000149355 0.000113294 0.000108936 0.000314379 0.000143482 0.000124963 0.000200463 0.000147904 9.90121e-05 0.00016974
threshold=0.14073000000000005 0.078535000000000008 0.12190000000000002 -0.26361999999999991 0.08413000000000001 -0.11739999999999999 0.11401500000000002 0.10666500000000002 -0.017214999999999998 0.092255000000000018 0.086420000000000011 -0.0090499999999999973 -0.089864999999999987 0.086325000000000013 -0.0030249999999999995
decision_type=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 -7 -13 14 -14
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12 12 13 -15 -16
leaf_value=0.0020956583118812381 0.0016306376930980597 -0.0022552920520377594 -0.0022101601208773204 -0.0021750575836461121 -0.0022867568191890703 0.0021759096806839772 -0.0015047052455575592 -0.00096337346578947818 0.0038184753774804995 0.0022544019144495548 -0.0019547050773669741 -0.0022811931596748948 0.0025589942805600155 -0.0014674559294045328 -0.00051461377873500175
leaf_weight=0.0011602696448539665 0.0011424296337558424 0.0010473253660952244 0.0010448987839347104 0.0010644702093443549 0.0010037160268636979 0.0017558871067727376 0.0012542796819817797 0.0010081405181034953 0.0013745556366160381 0.0013011688771655825 0.0012604248977333421 0.0012837877674693526 0.001354667052632934 0.0010624919601179145 0.0017315433490602619
leaf_count=194 228 179 162 210 324 190 371 71 58 119 204 294 457 417 432
internal_value=0 -0.000111304 1.58433e-05 0.000155831 1.02013e-05 0.000169735 0.000356183 0.000548562 0.00179523 0.000243901 -6.57284e-05 0.000265489 -0.000351997 0.00024498 0.000834522
internal_weight=0 0.0187076 0.0176603 0.0166154 0.0154551 0.0144514 0.0133869 0.0121327 0.0023827 0.00974997 0.0084488 0.00718838 0.00543249 0.0041487 0.00308621
internal_count=3910 3682 3503 3341 3147 2823 2613 2242 129 2113 1994 1790 1600 1306 889
is_linear=0
shrinkage=0.00650394


Tree=1908
num_leaves=16
num_cat=0
split_feature=43 13 48 2 15 160 484 13 48 13 43 0 2 2 0
split_gain=7.15541e-05 0.000113669 0.000138686 0.000242786 0.000170381 0.000112379 0.000349578 0.000156453 0.000170236 0.000156376 0.000190967 0.000243574 0.000108781 9.87743e-05 3.155e-05
threshold=0.19761500000000001 -0.23438999999999996 0.12862000000000004 0.12330500000000001 0.091600000000000015 -1.0000000180025095e-35 0.042570000000000004 -0.083514999999999992 0.093225000000000016 0.24813000000000004 -1.0000000180025095e-35 -0.07773999999999999 0.086915000000000006 0.096750000000000017 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 12 9 10 11 -9 -7 14 -12
right_child=-2 2 -4 -5 -6 7 -8 8 -10 -11 13 -13 -14 -15 -16
leaf_value=0.0014866780208192404 -0.0015751111108445004 -0.0033660758663819922 -0.0021462936848659466 0.0028007135604061007 -0.0024329405351030554 0.00053556820540393295 0.00074916838482269685 -0.0044147742358720326 0.0022914120634408472 0.0016379313592028927 9.7610661171261372e-05 -0.00043082354835929243 0.0032203120127011898 -0.0014371469824858748 0.001554731989669325
leaf_weight=0.0019292930457254767 0.001038050378507272 0.0013233330989157509 0.0011417232215427666 0.0011313262439114841 0.0011295498972462995 0.0012269103687660779 0.0018724748466899845 0.0010173955218966552 0.0010155549972162281 0.0011711527238584818 0.001070684515079634 0.0013299953233394746 0.0010537967373709378 0.0010290687490564498 0.0011660244120707671
leaf_count=195 252 500 102 218 512 255 361 559 96 73 48 271 174 149 145
internal_value=0 7.82644e-05 -8.46497e-05 6.68458e-05 -0.00014785 4.65645e-05 -0.000954889 0.000364051 -4.88212e-05 -0.000399134 -0.000824155 -0.00215753 0.00177605 0.000134254 0.000857226
internal_weight=0 0.0186083 0.016679 0.0155373 0.0144059 0.0132764 0.00319581 0.0100806 0.00779988 0.00678432 0.00561317 0.00234739 0.00228071 0.00326578 0.00223671
internal_count=3910 3658 3463 3361 3143 2631 861 1770 1341 1245 1172 830 429 342 193
is_linear=0
shrinkage=0.0061288


Tree=1909
num_leaves=23
num_cat=0
split_feature=1213 52 14 1456 38 124 151 40 13 1 0 15 42 47 4 16 0 16 16 48 0 1
split_gain=0.000395924 0.000354143 0.000315011 0.000297527 0.000284305 0.000429177 0.000346157 0.000277932 0.000279607 0.000362849 0.000299779 0.000224137 0.000235103 0.000262688 0.000210866 0.000241946 0.000148248 0.000212554 0.000328967 0.000172875 0.000116681 9.9275e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 -1.0000000180025095e-35 0.087760000000000019 -0.048219999999999992 -0.090394999999999989 -0.062739999999999976 -0.060719999999999989 0.11634000000000001 -0.089879999999999974 0.099325000000000011 -0.089024999999999979 0.09252500000000001 -0.081189999999999984 0.13514000000000004 -0.10209999999999998 -0.0072149999999999992 -0.088734999999999994 0.084905000000000022 -0.082994999999999985 0.10786000000000001
decision_type=2 2 2 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 -9 12 21 14 15 -14 17 18 19 -16 -12 -10
right_child=1 2 -4 4 -6 6 7 8 11 -11 20 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0009289207314030209 -0.00091089559700832233 -0.0007564190567609251 -0.0008022657865831166 0.00091322003263826694 -0.00070730310404721025 -0.00058149015913389111 -0.00050053082758912094 -0.00019385236247733786 0.00028280450587119703 0.0013233724969841138 0.00097660653831099483 -0.0006507018594777772 -0.00087571408058424401 -0.00066440278773751034 0.00076988629760604637 0.00022731400854882552 0.000712260939443519 0.00077817887271612509 -0.00073506591333739543 -0.00012078139544887392 0.00035880553284671718 0.00097158024984599143
leaf_weight=0.0011901807415986834 0.0010228476194299998 0.0010357586060762104 0.00106964542654192 0.001804101882636743 0.0010225385440625337 0.0017867364307820868 0.0015385661073490505 0.001935589298279014 0.0011324553024979053 0.0011044736071927908 0.0013083579239230592 0.0010223971757967734 0.0010110668202286625 0.0012422164409201233 0.0010819233745437695 0.0010476601524692999 0.0015412003499251439 0.001023183357176544 0.0012047227180005393 0.0011774838026212819 0.0020001630766156514 0.0010374185125592295
leaf_count=592 345 265 104 263 69 193 133 227 166 123 233 96 186 79 62 53 312 23 30 31 297 28
internal_value=0 1.82314e-05 5.32641e-05 8.83825e-05 0.000123352 0.000158743 9.74175e-05 0.000156854 0.000210453 0.000485436 0.000308956 7.10349e-05 0.000135204 2.42839e-05 0.000130068 -0.000314397 0.000281852 0.000134024 -5.62366e-05 0.000305717 0.000603116 0.000612109
internal_weight=0 0.0281505 0.0271277 0.026058 0.0250223 0.0239997 0.0221956 0.0204089 0.0188703 0.00634858 0.00524411 0.0125217 0.0114993 0.00932946 0.00808724 0.00205873 0.00602851 0.00448731 0.00346413 0.00225941 0.00330852 0.00216987
internal_count=3910 3318 2973 2869 2604 2535 2272 2079 1946 880 757 1066 970 776 697 239 458 146 123 93 530 194
is_linear=0
shrinkage=0.00160853


Tree=1910
num_leaves=14
num_cat=0
split_feature=1 0 52 52 51 457 49 160 133 12 52 4 16
split_gain=6.96761e-05 0.000256837 0.000123841 0.000168492 0.000128677 0.000123385 0.000173281 0.000104949 0.00024575 0.000182359 8.35472e-05 9.71564e-05 0.00010878
threshold=0.076710000000000014 -0.089879999999999974 -0.27466499999999994 -0.091329999999999981 -0.07742499999999998 -0.0034949999999999994 -0.047309999999999998 0.084835000000000008 0.084285000000000013 0.086935000000000012 0.067395000000000024 0.25367000000000006 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7 8 9 -3 11 12 -8
right_child=2 7 3 4 5 6 10 -9 -10 -11 -12 -13 -14
leaf_value=-0.0029623407868740038 -0.0015693739702824028 0.0025859703845867374 0.0025359271120754547 -0.0018367139970203717 -0.0015454339074350532 0.0024674473723474595 -0.0020866249439018382 0.001969024685378123 -0.0028469126838471704 -0.00071439994569133948 0.0013210317850410366 0.00092652723731021121 0.00047486579220069918
leaf_weight=0.0014077335669555003 0.0013604842750578614 0.0011739611037458273 0.0014039511908795497 0.001142069773154065 0.0011289513293003548 0.0017735030157613914 0.0015941514106988554 0.0010009151169259878 0.0011342963017379453 0.001620044520542388 0.0019411884423710113 0.0017213468052532412 0.0011679514273513839
leaf_count=481 208 262 217 133 96 226 316 158 612 495 306 261 139
internal_value=0 -0.000560227 0.000252866 0.000461668 0.000183503 0.000430871 0.000703025 0.000125791 -0.000343857 0.000672321 0.000215961 -0.000262499 -0.0010035
internal_weight=0 0.00633695 0.0132336 0.0118731 0.0104692 0.00932709 0.00819814 0.00492922 0.0039283 0.00279401 0.00642464 0.00448345 0.0027621
internal_count=3910 2008 1902 1694 1477 1344 1248 1527 1369 757 1022 716 455
is_linear=0
shrinkage=0.00637641


Tree=1911
num_leaves=16
num_cat=0
split_feature=41 158 3 13 39 13 2 0 39 15 0 48 4 15 15
split_gain=7.04292e-05 9.20021e-05 0.00010543 0.00015977 0.000114574 0.000152903 0.000132535 0.000127645 0.000124727 0.000108758 0.00010007 0.000249481 0.000134917 0.000274217 7.7679e-05
threshold=0.078535000000000008 0.085745000000000002 -0.12008499999999998 0.098990000000000009 0.005105000000000001 -0.094679999999999986 0.097940000000000013 -0.068899999999999989 0.11146500000000001 -0.11739999999999999 -0.10575999999999998 0.086285000000000014 -0.083329999999999987 -0.069904999999999981 -1.0000000180025095e-35
decision_type=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 -7 11 14 -12 -14 -11
right_child=-2 -3 4 -5 8 7 -8 -9 -10 10 12 -13 13 -15 -16
leaf_value=0.003259618920607226 -0.0015242775620180398 -0.0017356407041406677 -0.00035165183994848075 -0.00019337083957200434 0.0026322260131524831 -0.0019677459389000011 0.0023830919441057983 -0.0022778549930979257 -0.00029841783652161189 0.0033166888166603938 0.0010879412102370273 -0.0012386547320383263 0.00063723002778184889 -0.003938459150810843 0.00088897456553951057
leaf_weight=0.0010757556667765318 0.0011725619904266451 0.0010594414248324543 0.0013991273648978125 0.0011039069878079066 0.001292267575902911 0.0013220518924233777 0.0014855732626745249 0.0015732266498972485 0.0010872286018664551 0.0011113181130770755 0.0010368010642735903 0.0015072067237951181 0.0010352930209075045 0.0010965373701770954 0.0010348890839686486
leaf_count=147 195 385 142 113 255 200 141 389 85 82 358 54 339 974 51
internal_value=0 8.79546e-05 0.000200534 0.00151083 9.89939e-06 -0.000232406 0.0010567 -0.000615091 0.00129317 -0.000293888 3.04906e-05 0.000749704 -0.000798758 -0.00171634 0.00214606
internal_weight=0 0.0182206 0.0171612 0.00217966 0.0149815 0.012602 0.0028847 0.00971732 0.0023795 0.0081441 0.00682205 0.00365341 0.00316863 0.00213183 0.00214621
internal_count=3910 3715 3330 260 3070 2730 283 2447 340 2058 1858 187 1671 1313 133
is_linear=0
shrinkage=0.00637641


Tree=1912
num_leaves=15
num_cat=0
split_feature=1 123 13 43 131 14 484 4 52 15 4 49 16 3
split_gain=7.42681e-05 0.000100177 0.000157257 0.000162422 0.000233169 0.000119538 0.000104106 0.000110037 0.000116922 0.00014304 0.00026985 0.000173195 0.000125207 6.76136e-05
threshold=0.12864500000000004 1.0000000180025095e-35 0.17936000000000002 -0.15648499999999999 0.08844500000000001 -1.0000000180025095e-35 0.085515000000000022 -0.23071499999999998 1.0000000180025095e-35 0.090325000000000003 -0.0040999999999999986 -0.045004999999999996 -0.057604999999999996 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 10 -9 -12 -13 -2
right_child=13 -3 -4 4 -6 6 -8 8 -10 -11 11 12 -14 -15
leaf_value=0.0021209782362901462 0.0019857959736318568 0.0014167202777064772 -0.0024296104695470419 -0.0020612567654386639 -0.0030476781027037334 -0.0017655824270530053 0.0017317194487101743 -0.0032023119201297443 0.0014599374859337315 0.0017489891112918582 0.0015873248610751246 -0.0023009680833613998 0.00056110028850200314 -4.8071681621201215e-05
leaf_weight=0.0011217542225330215 0.0012500966055859963 0.0013974785992873764 0.0011977380767321947 0.0010286922427418287 0.0010719998547557069 0.0012877047764777256 0.0013290432894813237 0.0012146493264049117 0.001979360221585829 0.0011120526028927102 0.001689788372133863 0.001256969694056323 0.0010569029409865528 0.0012065171882753647
leaf_count=108 177 236 166 82 450 188 299 502 861 243 105 160 179 154
internal_value=0 -0.000154231 -0.000297283 -0.000116777 -0.000309467 -6.39363e-05 0.000124105 -9.8516e-05 0.000159819 -0.000246699 -0.000671992 9.56686e-05 -0.000993667 0.000986902
internal_weight=0 0.0167441 0.0153467 0.0141489 0.0130272 0.0119552 0.0109265 0.00959743 0.00830972 0.00633036 0.00521831 0.00400366 0.00231387 0.00245661
internal_count=3910 3579 3343 3177 3069 2619 2537 2238 2050 1189 946 444 339 331
is_linear=0
shrinkage=0.0061288


Tree=1913
num_leaves=15
num_cat=0
split_feature=1 0 12 43 16 4 4 12 2 3 3 151 52 16
split_gain=7.21254e-05 0.000152019 0.000138737 0.000117638 0.000117311 0.000106307 0.000119982 0.000117409 0.000295034 0.000243993 0.000140244 0.000366878 7.01741e-05 6.69748e-05
threshold=0.087545000000000026 -0.072559999999999986 0.086935000000000012 -0.18906999999999999 -0.083564999999999987 -0.08422499999999998 -0.0010999999999999996 0.10333000000000002 0.089910000000000004 -1.0000000180025095e-35 0.12046500000000002 -0.0088999999999999982 0.016565000000000003 -0.019979999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -2 13 8 9 -8 11 -10 -5 -7
right_child=5 3 -4 12 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.00067124356627015877 -0.001650179697943851 0.0025036131195521612 -0.003516831249815056 0.00068750612272679059 -0.0022047838790845643 0.0032565581900140098 -0.004684611017713558 0.0021260496155428451 -0.00081473950038640699 -0.0002080561750146308 -0.00057374473043695718 0.0046469228544907962 -0.001616584712883024 0.00076638571822852718
leaf_weight=0.0015412892810976776 0.0011795035960359282 0.0010384560198577475 0.0011759767494262854 0.0015492911379782464 0.0012922792732605595 0.001115167612986051 0.0010555557820746443 0.0012935057876206635 0.0011686655245818928 0.0014089292768296839 0.0017573880617120091 0.0012741876290378231 0.0011351470826466079 0.0010295015250439557
leaf_count=312 260 49 961 222 561 305 186 120 81 101 140 152 187 273
internal_value=0 -0.000532865 -0.00148404 0.000491547 -0.0006404 0.000349825 0.000583323 0.000185048 -0.000191666 -0.0021254 0.000942946 0.00203405 -0.000286806 0.00206121
internal_weight=0 0.00773244 0.00400955 0.00372289 0.00283357 0.0112824 0.0101029 0.00795823 0.00666473 0.00246449 0.00420024 0.00244285 0.00268444 0.00214467
internal_count=3910 2292 1834 458 873 1618 1358 780 660 287 373 233 409 578
is_linear=0
shrinkage=0.00704007


Tree=1914
num_leaves=23
num_cat=0
split_feature=14 51 1213 44 40 47 1 4 11 3 49 3 4 13 52 52 0 49 13 16 15 0
split_gain=0.000525988 0.000416711 0.000337383 0.000301773 0.00036275 0.000527436 0.00038908 0.000262663 0.000231774 0.000213434 0.000377125 0.0002972 0.00026823 0.000257291 0.000387214 0.000290758 0.000335931 0.000265772 0.000251296 0.000160667 0.000145718 6.34995e-05
threshold=0.077685000000000018 -0.40274499999999996 -1.0000000180025095e-35 0.085085000000000008 1.0000000180025095e-35 0.11939500000000002 0.11235500000000002 0.18622000000000002 0.080455000000000013 -0.115685 -0.10837499999999999 -0.078884999999999997 -0.083329999999999987 -0.070604999999999987 1.0000000180025095e-35 -0.066329999999999986 -0.19631499999999999 -0.045004999999999996 0.14810000000000004 -0.057604999999999996 -0.43091499999999999 -0.084304999999999977
decision_type=2 2 2 2 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 18 -11 12 -12 14 21 17 -17 -15 -4 -18 -9 -13
right_child=-2 2 3 -5 -6 -7 7 20 -10 10 11 13 -14 15 -16 16 19 -19 -20 -21 -22 -23
leaf_value=-0.001012335715129797 -0.001062322606678226 -0.00079526479581335874 0.0010292396245465945 -0.00078615049480148884 0.00096337437603848054 -0.0010255307300277318 5.211174129753188e-05 0.0004280167399494294 -0.00061930756566425614 -0.00091977279864687998 0.00016476207046912535 0.00070327092258606319 -0.00077554027288617656 0.0001214801985944728 -9.5606625478831535e-05 0.0009126904963304962 -0.00052229882722244552 -0.00088675249864907883 -4.3858821681579283e-05 0.00031474329911497062 0.0012217110104800993 0.0012675614197718414
leaf_weight=0.001045070160108851 0.0013000193362640569 0.0012252226187978573 0.001368316580329757 0.0010295198241259121 0.0014093659934991667 0.0011317003168865294 0.0015585589287403492 0.0010594121328416015 0.0013757257499449329 0.0011091412587792568 0.0015903180527640859 0.0010018620359356634 0.0018242195047197957 0.0015289314847606317 0.0014255015949198868 0.0016556942884893289 0.0011405370146824884 0.0014051847668744566 0.0011045166221666236 0.0014699293032139071 0.0016675305784780645 0.0012620303604946592
leaf_count=138 126 566 76 55 96 84 160 146 124 86 235 68 942 64 199 67 173 143 55 116 129 62
internal_value=0 2.54565e-05 6.37219e-05 0.000102532 0.000137602 9.04438e-05 0.000144078 0.000600141 4.26105e-05 9.35223e-05 2.02989e-05 9.31916e-05 -0.000337595 0.000228268 0.000587629 4.4133e-05 0.000323027 -0.000361375 0.000549929 -5.09682e-05 0.000913362 0.00101784
internal_weight=0 0.0293883 0.0283432 0.027118 0.0260885 0.0246791 0.0235474 0.0042855 0.0192619 0.0178862 0.0154133 0.0143042 0.00341454 0.0108897 0.00368939 0.00720028 0.00426616 0.00293412 0.00247283 0.00261047 0.00272694 0.00226389
internal_count=3910 3784 3646 3080 3025 2929 2845 435 2410 2286 2155 2069 1177 892 329 563 356 207 131 289 275 130
is_linear=0
shrinkage=0.00167351


Tree=1915
num_leaves=24
num_cat=0
split_feature=1213 14 1456 11 3 1 2 3 15 1 1 3 12 3 4 13 2 1 16 2 15 0 403
split_gain=0.000447939 0.000428056 0.000314416 0.00036245 0.000347458 0.000271565 0.000442624 0.000307731 0.000347056 0.000252549 0.000345667 0.000243958 0.000398765 0.000308513 0.00021859 0.000244914 0.000218118 0.000182838 0.000157927 0.000367325 0.00014177 0.000227818 7.14838e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 0.10498500000000001 0.11339500000000001 -0.089974999999999986 0.085120000000000015 0.094695000000000015 0.089455000000000021 0.084925000000000014 0.085775000000000004 -0.023079999999999996 0.055260000000000011 -0.052124999999999998 0.106035 0.11215000000000001 0.22945500000000005 0.091025000000000009 -0.029114999999999999 -0.11756999999999999 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
left_child=-1 2 -2 4 16 6 7 -6 9 10 11 12 13 -9 17 -16 -4 -7 19 -13 21 -17 -10
right_child=1 -3 3 -5 5 14 -8 8 22 -11 -12 18 -14 -15 15 20 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00082219760985037429 -0.00067347384186670109 -0.00082666382287800721 0.000184121983665876 -0.00060147527360331651 -0.00061679691360574658 0.0010627659254902387 -0.0009200890929956302 0.00055474020458434769 0.00036007529214116164 0.00049685632957978637 -0.0008584546622667482 -5.1499103540799608e-05 -0.00099780841627131536 -0.00049445943623173155 0.00051980507633023448 -0.0002328448393188983 0.0009264235773664267 0.00031103592302801332 -0.00018006241664573979 0.0011307844881550543 -0.00053177787586663398 0.00059520197880384609 0.00089281186108294711
leaf_weight=0.0013427981502161226 0.0011570481594764736 0.0011671115585645256 0.0015779718277429923 0.0014773559517564641 0.0014015438870321724 0.0010373962782724289 0.0011252116566879975 0.0012138880552626796 0.0010386454527167585 0.0015703676490192997 0.0011376716531754649 0.0011544856197751585 0.001062579448191589 0.001080849498722454 0.0019493584566244171 0.0018662610586944878 0.0016541339744919892 0.0018148349113937812 0.001040488767392489 0.0010009281171221573 0.0011083978239145864 0.0010644792066818107 0.0010169834002909939
leaf_count=592 312 112 121 123 236 86 158 234 455 127 97 39 408 76 222 76 80 162 35 14 21 82 42
internal_value=0 2.11909e-05 5.58497e-05 8.66546e-05 0.000125881 6.34545e-05 -6.14331e-05 1.4533e-05 9.27202e-05 -2.51219e-05 -0.000131702 -5.53443e-06 -0.000274414 6.05543e-05 0.000259015 0.000104015 0.000564019 0.000584451 0.000276925 0.000497528 -9.66519e-05 6.79115e-05 0.000623637
internal_weight=0 0.029718 0.0285509 0.0273938 0.0259165 0.0226844 0.0138436 0.0127184 0.0113169 0.00926126 0.00769089 0.00655322 0.00335732 0.00229474 0.00884073 0.0059885 0.00323211 0.00285223 0.0031959 0.00215541 0.00403914 0.00293074 0.00205563
internal_count=3910 3318 3206 2894 2771 2570 1921 1763 1527 1030 903 806 718 310 649 401 201 248 88 53 179 158 497
is_linear=0
shrinkage=0.00142833


Tree=1916
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 1374 453 160 1 0 133 403 4 2 3 1 14 49 16 2 133 42 42 2
split_gain=0.000458367 0.000437564 0.000315779 0.000303856 0.000302763 0.000259121 0.000325302 0.000241859 0.000444903 0.000345879 0.000275882 0.000289505 0.000327371 0.000703679 0.000423755 0.000346217 0.000302484 0.000275098 0.000254463 0.00024753 0.000243364 0.000162237 6.65544e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 -0.217635 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.03138500000000001 -0.23071499999999998 1.0000000180025095e-35 0.082730000000000012 0.13026000000000001 -0.24487499999999998 -0.073619999999999977 -0.13863999999999996 -1.0000000180025095e-35 0.10599500000000002 -1.0000000180025095e-35 0.084745000000000015 0.097360000000000016
decision_type=2 2 2 2 2 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 9 -8 11 -9 14 -14 17 -15 -17 -13 -19 20 -10 22 -22
right_child=-2 2 3 -5 5 -7 7 10 19 -11 -12 12 13 15 -16 16 -18 18 -20 -21 21 -23 -24
leaf_value=-0.00082794662291499083 -0.00090211373635598374 -0.00067639389379634115 -0.00058978372561901092 -0.00055588949902008486 -0.00051757032911678371 -0.00046650249855676996 -0.0011578538709161416 -0.00045179554456595961 -0.00016753198300185535 -1.7106026795791187e-05 0.0011172803632333861 0.00036773963703385629 0.0013878791045513826 -0.00033206706119872276 0.00070437970568982666 4.5388879338846976e-05 0.00096897044110185165 -4.3159415632865959e-05 -0.0010358814199791641 -0.00040343292422637849 0.00051466768716464291 0.00020081775668542699 0.001009066910874886
leaf_weight=0.0012699931272364675 0.0012224029819228868 0.0012218215381488698 0.0012232207158646693 0.0014971977022302232 0.0013078409322904638 0.0013486753634130979 0.0010021235876122997 0.0010149654481930127 0.001333835544996248 0.0014167341736915293 0.0010076743377576145 0.0012565985257177959 0.0018059007828117313 0.0013728819694426853 0.0017362855533040317 0.001402559751513266 0.0017729750141308176 0.0012471218792634532 0.0010504917239782113 0.0010512645307040325 0.0010302672804285429 0.0016428372398666347 0.0014440430670674687
leaf_count=578 126 312 66 123 314 88 284 140 186 267 54 45 221 42 79 52 120 108 318 179 37 147 24
internal_value=0 2.59372e-05 6.30912e-05 9.53995e-05 0.00013224 0.000167225 0.000202992 0.000244711 5.43845e-05 -0.000489714 0.000368942 0.000309377 0.000375721 0.000603071 0.000102655 0.000291471 0.000561046 -0.000191297 -0.000497042 0.000256791 0.00038412 0.000562839 0.000803206
internal_weight=0 0.0304573 0.0291873 0.0279655 0.0264683 0.0252451 0.0238964 0.0225886 0.00892111 0.00241886 0.0136675 0.0126598 0.0116448 0.00635432 0.0052905 0.00454842 0.00317553 0.00355421 0.00229761 0.00650225 0.00545098 0.00411715 0.00247431
internal_count=3910 3784 3206 2894 2771 2705 2617 2303 1124 551 1179 1125 985 435 550 214 172 471 426 573 394 208 61
is_linear=0
shrinkage=0.00148603


Tree=1917
num_leaves=15
num_cat=0
split_feature=1 52 13 3 2 3 15 0 48 43 16 15 51 48
split_gain=6.47919e-05 8.8782e-05 0.000170034 0.000114888 0.00015367 9.14617e-05 0.000242262 0.000154043 0.000108715 8.98643e-05 0.000107616 7.39068e-05 6.593e-05 5.9005e-05
threshold=0.12864500000000004 0.11588000000000002 -0.45122499999999993 0.12046500000000002 0.10274500000000002 -0.089974999999999986 -0.0058549999999999991 -0.060094999999999989 0.082070000000000018 -0.083684999999999996 -0.088144999999999987 -1.0000000180025095e-35 -0.24460499999999999 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 8 -4 -7 -8 -11 -6 -2 -10
right_child=12 -3 3 -5 11 6 9 -9 13 10 -12 -13 -14 -15
leaf_value=0.0024437244605006103 -0.0002645236749050713 -0.0013999310318064766 -0.0025434415158518313 -0.0018674693000045432 0.0021392545555329618 -0.0024663285819889785 0.002793309954034684 0.00054664280054265871 0.00083848084174095283 0.0018641961803386484 -0.00088660047636534949 0.00015588072203339787 0.0017975306551601317 -0.0012279531861091872
leaf_weight=0.0010479858760692158 0.0010442181100245307 0.0019585019903094773 0.0016320065636164886 0.0013974595387745712 0.001659773865902766 0.0013987832823337777 0.0010166664128674055 0.0010273108502018994 0.0010445436123045632 0.0011636708994161573 0.0010639594561385798 0.0013166657266832091 0.001443720031372663 0.0011179695979502621
leaf_count=37 29 568 459 86 367 565 96 83 98 236 576 203 302 205
internal_value=0 -0.000148699 1.59122e-05 -0.000167941 2.29561e-05 -0.000366651 1.74892e-05 -0.00134972 -0.00110826 0.00125324 0.000550362 0.00126188 0.000932061 -0.000229818
internal_weight=0 0.0168453 0.0148868 0.0138388 0.0124414 0.00946491 0.00680559 0.00265932 0.0035613 0.0032443 0.00222763 0.00297644 0.00248794 0.00216251
internal_count=3910 3579 3011 2974 2888 2318 1776 542 868 908 812 570 331 303
is_linear=0
shrinkage=0.00625138


Tree=1918
num_leaves=16
num_cat=0
split_feature=1 3 15 49 52 133 52 52 52 52 16 12 52 1 16
split_gain=7.11518e-05 0.000124975 0.000111877 0.00012328 0.000111732 0.000194998 0.000110675 0.000138694 0.000160945 0.000120119 0.00011075 9.96279e-05 0.000137991 0.000105072 4.01602e-05
threshold=0.087545000000000026 -0.15464999999999998 -1.0000000180025095e-35 -0.0090499999999999973 0.086950000000000013 0.065880000000000008 -0.27466499999999994 -0.091329999999999981 -0.074484999999999982 -0.015539999999999998 -0.055679999999999993 0.098355000000000012 0.06136500000000001 0.10884000000000001 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 14 -2 -8 -9 -10 11 12 13 -11 -4
right_child=6 2 4 -5 -6 -7 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.0014253046488827204 -0.0013034995095124523 -0.00032068146673057071 0.00019143028322323924 -0.0030837261752961051 -0.0014920916576876967 0.0024689418429369998 0.0024641725372289264 -0.0018861395346095344 0.0023906712862947232 0.00047379786313651748 -0.0010141264104606669 0.0022158791228303956 0.0017308943573709798 -0.0018250871257989934 -0.0014219901562440159
leaf_weight=0.0010468535466632845 0.0012976632621081738 0.0010049298810998614 0.0010399581879911857 0.0011606721016820878 0.0015201957232017296 0.0010321693373565033 0.0010603677071530796 0.0010354135087714414 0.0010145302466797205 0.0015759329985450847 0.001707508230087024 0.0011096405340992321 0.0014133373858287723 0.0011448985240454825 0.0010185765035304155
leaf_count=85 196 239 146 807 581 138 162 136 167 261 228 121 163 184 296
internal_value=0 -0.000431861 -0.000718762 -0.00180156 -0.000210204 0.000420305 0.000283871 0.000488596 0.000255869 0.000534291 0.000263356 0.000679335 0.000266915 -0.00049355 -0.000606901
internal_weight=0 0.00782336 0.0067765 0.0021656 0.0046109 0.0030907 0.0113593 0.0100616 0.00900126 0.00796585 0.00695132 0.00524381 0.00413417 0.00272083 0.00205853
internal_count=3910 2292 2207 1046 1161 580 1618 1422 1260 1124 957 729 608 445 442
is_linear=0
shrinkage=0.00577531


Tree=1919
num_leaves=16
num_cat=0
split_feature=11 3 1 2 2 151 49 16 12 51 4 4 4 4 43
split_gain=6.95034e-05 0.000103966 0.000116334 0.000168088 0.000159108 0.000110523 0.000113226 9.63978e-05 0.000260364 0.000102545 9.2912e-05 0.000110039 6.74962e-05 0.000190956 4.14284e-05
threshold=0.08184000000000001 -0.12008499999999998 0.087545000000000026 0.10393500000000001 0.096540000000000015 -0.086769999999999986 -0.07107999999999999 -0.055679999999999993 -1.0000000180025095e-35 -0.12313999999999999 -0.0031049999999999997 -0.083329999999999987 0.25367000000000006 0.011185000000000002 -0.028814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 10 -4 -7 12 -9 -10 11 -3 13 -8 -1
right_child=-2 2 5 -5 -6 6 7 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0023405400864307791 -0.0014682694564928068 -0.00047882378579976122 0.0022872418627675464 -0.0032454373010176022 0.0019304605914338393 -0.001578724383352796 0.0021808180799563009 0.0023391976300041139 -9.2135148183714266e-05 -0.0029486757525721669 0.00041386787647367863 -0.0034061819604397866 0.0023547786389959565 -0.0014787246326144832 0.00049342738541568413
leaf_weight=0.0011351500036075324 0.0013343798849510527 0.0012706359581002155 0.0011481990529033379 0.0010426024876220713 0.0010825605850755607 0.0014727948645539011 0.0013769844792866229 0.0010448290590391318 0.0010001345686070362 0.0012373347803090028 0.0013496618216012838 0.0010178048832571712 0.0013394341856844023 0.0011529592769794483 0.0010097666696816361
leaf_count=121 224 416 146 335 200 154 283 123 81 269 305 845 239 71 98
internal_value=0 0.000101873 -8.71474e-05 -0.000834686 -0.000302249 0.000353701 9.62833e-05 0.000441229 -0.000395023 -0.00167182 -0.000966619 -0.00178079 0.0011506 0.000513072 0.00147097
internal_weight=0 0.0176809 0.0155359 0.00576327 0.00472066 0.00977267 0.00862447 0.00715168 0.0032823 0.00223747 0.0036381 0.00228844 0.00386938 0.00252994 0.00214492
internal_count=3910 3686 3467 2101 1766 1366 1220 1066 473 350 1566 1261 593 354 219
is_linear=0
shrinkage=0.00663402


Tree=1920
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 453 160 4 3 157 0 42 52 16 1 42 12 4 4 2 3 133 16
split_gain=0.000446301 0.000429652 0.000305186 0.000249589 0.000252335 0.000226935 0.000220254 0.000273798 0.000218559 0.000243239 0.00049068 0.000408752 0.00025674 0.000256746 0.000240556 0.00019901 0.000162435 0.000555209 0.000388576 0.000449064 0.000140526 0.000118058
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 -0.217635 -0.49837999999999999 -0.15121499999999996 -0.074224999999999985 -0.017269999999999997 0.083725000000000008 0.13266500000000003 0.050115000000000007 0.077800000000000022 0.10269500000000001 0.084100000000000022 -0.0025899999999999994 0.0057500000000000008 0.11260500000000001 0.092005000000000017 0.084630000000000025 -0.082504999999999981
decision_type=2 2 2 2 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 11 12 13 -10 20 -11 -15 -18 19 -19 21 -12
right_child=-2 2 3 -5 -6 6 7 8 9 15 14 -13 -14 16 -16 -17 17 18 -20 -21 -22 -23
leaf_value=-0.00085340952658388334 -0.000916150788698848 -0.00070919600715675874 -0.0004586455524712436 -0.000525081325939981 -0.00052600379944659804 -0.00032786412319969776 0.00096826320159472455 0.00076313212947190176 -0.00056841341731475939 0.0011045848550638876 0.0011813472684999117 0.0007770552694901417 -0.00077359929315198471 0.00055292422291160161 -0.00016007616956462036 0.00023362746657547287 -0.0010418834618619519 -1.9085616220836275e-05 -0.00060288979896942329 0.0012103620041563244 0.00023069761917454766 0.00053255077601301938
leaf_weight=0.0012233462248787399 0.0012060077899162516 0.0011218901475340574 0.0012519104016569449 0.0013968868631799572 0.0012644161897201736 0.0016510871583901221 0.0011436743367810786 0.0014879816356345435 0.0019382539550057143 0.0010395756335774215 0.0013306348903640713 0.001109532834584038 0.0014871099902138982 0.0012466220462174432 0.0010198861101533702 0.0014344463348505698 0.0010402025668414588 0.0016247712001320469 0.0010008302287737858 0.0011770350935604856 0.0011532623302455761 0.0012493985663633014
leaf_count=578 126 312 314 123 88 118 85 300 440 84 90 32 107 186 241 31 73 55 78 53 246 150
internal_value=0 2.53045e-05 6.487e-05 9.82098e-05 0.00013353 0.000169189 0.000204699 0.000247627 0.000205011 0.00015849 8.7522e-05 -9.35805e-05 -0.000195106 -8.7942e-05 0.000492324 0.000599601 6.49903e-05 -6.06114e-05 0.000207813 0.000497404 0.000670551 0.000867163
internal_weight=0 0.0283928 0.0271694 0.0260475 0.0246506 0.0233862 0.0221343 0.0204832 0.0193395 0.0178516 0.0153775 0.0106244 0.00951483 0.00802772 0.00475318 0.00247402 0.00608946 0.00484284 0.00380264 0.00280181 0.0037333 0.00258003
internal_count=3910 3784 3206 2894 2771 2683 2369 2251 2166 1866 1751 1024 992 885 727 115 445 259 186 108 486 240
is_linear=0
shrinkage=0.00151575


Tree=1921
num_leaves=22
num_cat=0
split_feature=14 1213 1374 457 11 484 160 50 157 2 13 3 13 43 4 2 133 0 0 43 1
split_gain=0.000467939 0.000433774 0.00025249 0.000267327 0.000367611 0.000276107 0.000267313 0.000340334 0.00033001 0.000341564 0.000347122 0.000534922 0.000317691 0.000237019 0.0002121 0.00024088 0.000155014 0.000127531 0.000382312 0.000351443 0.000192058
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 0.088315000000000018 -0.0043499999999999988 -0.23073999999999997 0.10030500000000002 -0.077534999999999979 0.13705500000000001 -0.083514999999999992 0.11265500000000002 0.26336000000000004 0.0041500000000000009 0.22584000000000001 0.097940000000000013 0.085835000000000009 -0.070894999999999986 -0.053834999999999994 -1.0000000180025095e-35 0.088385000000000005
decision_type=2 2 2 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 10 14 12 13 16 15 -10 17 19 -19 -12 -21
right_child=-2 2 3 -5 -6 6 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22
leaf_value=-0.00087155160924032662 -0.00095404909170271855 -0.00063169409958127045 -0.00054777248110139437 0.00063714977864234553 -0.00069548279278744884 -0.00049237348077863711 0.00073905900151343144 0.00093348371558214641 -0.00011360170480022525 -0.00074729330427521213 -0.0005134072438281338 -0.00097589242635092647 0.00082399386064196771 -0.00061694513294580945 0.00096607780872869878 0.00063913382729459693 -0.00044888392239992794 0.0010890434872586354 -0.00017299205146558872 0.00074309800424172815 -2.759602846545514e-05
leaf_weight=0.0011621034382951886 0.0011376629215940617 0.0011325710119134405 0.001411965730434935 0.0018030108084285392 0.0013987773463099975 0.0014225479633277671 0.0017563985195466611 0.0012243298155095164 0.0018726137446869384 0.0010772069421455454 0.0016716054384689032 0.0011780244419785655 0.0011323376887055767 0.0012311806674028397 0.0012709826451818285 0.0018825891378249082 0.0010376349275322827 0.0010795938996437382 0.001041359211575583 0.0013799243024834552 0.0014797186916197802
leaf_count=578 126 66 527 149 122 349 225 110 188 134 291 41 29 220 89 69 364 34 106 36 57
internal_value=0 1.77401e-05 5.53414e-05 8.48694e-05 4.43066e-05 8.90064e-05 0.000130368 0.000173974 0.000125266 6.30748e-05 0.000116769 -2.84904e-05 8.25236e-05 -1.15907e-05 0.000441361 0.000263766 8.53296e-05 0.000168658 0.000469401 2.78886e-05 0.000344303
internal_weight=0 0.0286465 0.0274844 0.0263518 0.0245488 0.02315 0.021738 0.0203155 0.0190912 0.0173348 0.0162576 0.0112314 0.0100534 0.00892102 0.00502619 0.0037552 0.00768984 0.0066522 0.00212095 0.00453125 0.00285964
internal_count=3910 3784 3206 3140 2991 2869 2342 1993 1883 1658 1524 1178 1137 1108 346 257 888 524 140 384 93
is_linear=0
shrinkage=0.00148603


Tree=1922
num_leaves=23
num_cat=0
split_feature=1213 1456 14 11 3 457 160 3 13 13 52 39 2 0 4 2 1 42 4 1 2 150
split_gain=0.000430943 0.000386988 0.000378137 0.000288402 0.00022465 0.000197224 0.000264088 0.000200584 0.000236024 0.000281533 0.000250733 0.000369681 0.000286971 0.000400838 0.00030835 0.000314873 0.000293712 0.00026135 0.00024766 0.000440947 0.000178603 0.000175287
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.12008499999999998 -0.0034949999999999994 -0.217635 -0.089974999999999986 -0.52445999999999982 -0.083514999999999992 -0.40083499999999994 0.005105000000000001 0.11230000000000001 -0.230625 -0.0017649999999999999 0.086130000000000012 0.094695000000000015 -0.089024999999999979 -0.077679999999999985 0.09692000000000002 0.106035 -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
left_child=-1 -2 3 4 20 21 -7 -8 -9 18 -11 12 13 -12 15 -15 -16 -13 -10 -20 -3 -6
right_child=1 2 -4 -5 5 6 7 8 9 10 11 17 -14 14 16 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.0009845673789510487 -0.00088978126884512875 0.00015827318055185584 -0.00089687555773610989 -0.00062058330528008069 8.8242144334943194e-05 -0.00067600374377989336 -0.00033862003217844961 -0.00046441788186868469 0.0012068511429781797 -0.00055853638589225315 0.001091279121844064 0.00027828109622269286 -0.00049679922038479638 0.00082583721413296944 -0.0010442526748961711 -0.00029921457221087093 0.00017528936397862165 0.0014447607217031506 -0.00012720313938495491 0.0011374874951988717 0.00094876469044816592 -0.00084669008353724124
leaf_weight=0.0011999227050785285 0.0012085657110872281 0.0015395538370966367 0.0010713705024528166 0.00142531246126154 0.0010538121065151174 0.0010340003177537601 0.0018420199105269588 0.001218173269377224 0.0013935842351101013 0.001211210487859501 0.001202542821057577 0.0010554257265678046 0.0018404615703956351 0.0017310512897333805 0.0010669794735214018 0.001092134388804622 0.001059448654091355 0.001013583648311168 0.001871921160529969 0.0012295896715605187 0.0015380321610918291 0.0011067516804297147
leaf_count=592 332 121 92 123 72 265 230 47 88 166 41 32 125 257 162 267 50 198 238 143 80 189
internal_value=0 1.89478e-05 5.87442e-05 9.73417e-05 0.000138109 8.00843e-05 0.000131293 0.000175628 0.000231394 0.00028515 0.000146711 0.000231609 7.15996e-05 0.00024164 3.52145e-05 0.000390617 -0.000436641 0.000849726 0.000632329 0.000374182 0.000553324 -0.000390678
internal_weight=0 0.0288055 0.027597 0.0265256 0.0251003 0.0220227 0.0198621 0.0188281 0.0169861 0.0157679 0.0112728 0.0100616 0.00799262 0.00615216 0.00494961 0.00282319 0.00212643 0.00206901 0.0044951 0.00310151 0.00307759 0.00216056
internal_count=3910 3318 2986 2894 2771 2570 2309 2044 1814 1767 1298 1132 902 777 736 524 212 230 469 381 201 261
is_linear=0
shrinkage=0.0016407


Tree=1923
num_leaves=14
num_cat=0
split_feature=403 160 11 0 3 0 12 1 12 15 49 0 2
split_gain=7.34238e-05 0.000123477 0.000105456 0.000101969 0.000101705 0.000134793 0.00021783 9.7274e-05 0.000211408 0.00023387 0.000175895 0.000246088 0.000106424
threshold=0.088015000000000024 -0.217635 0.081005000000000008 -0.07773999999999999 -0.115685 -0.053834999999999994 -1.0000000180025095e-35 0.094385000000000011 0.086935000000000012 -0.0071449999999999994 -0.045004999999999996 -0.11756999999999999 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 -6 -7 8 9 -3 -9 12 -12
right_child=-2 2 -4 4 5 6 -8 10 -10 -11 11 -13 -14
leaf_value=-0.0018991736485276538 -0.001602832438029008 -0.0014287896839124347 -0.00143686287044588 0.0026331575692778173 0.0020425237898386186 0.0019677749116965302 -0.0014806472411709696 0.0023683503521357077 -0.0029674199426415956 0.001680537119780338 5.554500317611904e-05 0.0023239996125760214 -0.0026291576475077744
leaf_weight=0.0011509107748437974 0.001068995557969704 0.0019569459586546867 0.0013858547893933751 0.0012037963650770173 0.0016377331769641679 0.0011487866661851007 0.0018995764079508043 0.0015140376834923697 0.0011696702601535613 0.0018288042529859706 0.0011134415027406197 0.0010416032589671623 0.0011977680723383351
leaf_count=399 343 434 216 92 548 122 253 136 715 360 75 127 90
internal_value=0 8.28197e-05 0.000216233 0.00036204 0.00101239 0.000596031 -0.000181097 -2.79377e-05 -0.000644465 7.32508e-05 0.000599809 -0.000198815 -0.00133578
internal_weight=0 0.0182489 0.017098 0.0157122 0.00588989 0.0046861 0.00304836 0.00982227 0.00495542 0.00378575 0.00486685 0.00335281 0.00231121
internal_count=3910 3567 3168 2952 1015 923 375 1937 1509 794 428 292 165
is_linear=0
shrinkage=0.00625138


Tree=1924
num_leaves=15
num_cat=0
split_feature=403 43 42 40 48 4 14 1 47 0 15 16 16 2
split_gain=7.23186e-05 9.12479e-05 0.000150923 0.000191321 0.000145386 0.000162406 0.000149194 0.000161852 0.000228622 0.000157846 0.000140189 0.000124717 0.000138601 0.000103861
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.10770999999999999 -0.012844999999999997 0.12738500000000003 -0.23071499999999998 -0.13131999999999996 0.094695000000000015 0.09252500000000001 -0.077944999999999987 -0.050004999999999994 -0.083564999999999987 -0.006474999999999999 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 9 10 11 -9 13 -13 -8
right_child=1 -3 3 4 -6 6 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0014863690924643521 -0.0019407016433954226 -0.001637973920080017 0.0023264494285425833 -0.0014375332547430083 -0.0020760771027111395 -0.0014457099510059219 0.0018886514751352936 0.0041907197806504044 -0.00015556267150063506 0.0020533043584687921 0.001402721986949353 -0.0030011586087437848 2.4465022646643906e-05 -0.00047709570029954234
leaf_weight=0.0011260060180801152 0.0011213480636605875 0.0010472936796710351 0.0015767957658015695 0.0017139779535817823 0.0010105371109499503 0.001216335354718324 0.0011714283918868073 0.001288425782044314 0.0015120399816891394 0.0012723680425749577 0.0013164765787712918 0.0010244604290479175 0.0011719375841520207 0.0015651747059986058
leaf_count=930 169 244 327 228 78 106 133 185 105 265 179 404 307 250
internal_value=0 8.32703e-05 0.00018955 0.000340356 0.000120793 0.000288308 0.000544669 0.000779206 0.00170293 0.000166363 0.00278171 -0.000320335 -0.00138677 0.000535584
internal_weight=0 0.0180086 0.0169613 0.01584 0.0142632 0.0132526 0.0115386 0.0103223 0.00411694 0.00620537 0.0026049 0.004933 0.0021964 0.0027366
internal_count=3910 2980 2736 2567 2240 2162 1934 1828 469 1359 364 1094 711 383
is_linear=0
shrinkage=0.00600863


Tree=1925
num_leaves=14
num_cat=0
split_feature=124 4 0 4 12 457 50 160 160 1 42 2 52
split_gain=6.75477e-05 0.000109566 0.000149454 0.000115604 0.00010314 0.000140352 0.000131533 0.000138558 0.000181995 0.00020455 0.000113003 0.00020232 0.000106292
threshold=0.08919500000000001 -0.49837999999999999 0.047345000000000005 -0.08422499999999998 -0.0089849999999999982 -0.0034949999999999994 0.088425000000000017 0.093550000000000008 0.069910000000000014 0.12263000000000002 0.084100000000000022 0.084065000000000015 -1.0000000180025095e-35
decision_type=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 -7 -13
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.00173734739612808 0.0013876732124152144 -0.0015004858785536844 0.0016309676553392487 -0.0012269154183027924 -0.0016313269888046848 0.0022360521284309691 -0.001401652380335559 -0.00116757680342805 0.0029697946521573346 0.0027295644109679722 -0.0010541063122103669 -0.0015534039202425502 0.00064719504699251777
leaf_weight=0.0011580142409091309 0.0010126537060151366 0.0017148533408997196 0.0016194225826578331 0.0017497659108607439 0.0011409230119656224 0.0015516365873611063 0.0010965405163013463 0.0011599382694744984 0.0011126230876580545 0.0011259102737677384 0.0017136155232738461 0.0011551389059348757 0.0016317666182475675
leaf_count=173 76 514 163 393 279 125 446 213 58 122 811 165 372
internal_value=0 -8.59274e-05 2.80931e-05 -0.000143212 2.9995e-05 0.000218161 0.000418226 0.000629384 0.000880794 0.000556992 0.000152818 0.000629524 -0.000264927
internal_weight=0 0.0179301 0.0167721 0.0151527 0.0134379 0.0116881 0.0105472 0.00945063 0.00829069 0.00717807 0.00605216 0.00433854 0.00278691
internal_count=3910 3834 3661 3498 2984 2591 2312 1866 1653 1595 1473 662 537
is_linear=0
shrinkage=0.00555105


Tree=1926
num_leaves=15
num_cat=0
split_feature=128 41 3 3 15 3 13 12 47 4 2 3 0 0
split_gain=6.95344e-05 8.88417e-05 8.49551e-05 0.000174073 0.00013948 9.06206e-05 8.1502e-05 8.12852e-05 0.000293091 0.000189501 0.000217438 0.000199098 0.000124091 5.9342e-05
threshold=1.0000000180025095e-35 0.078150000000000011 -0.115685 -0.078884999999999997 0.014775000000000002 -0.074234999999999982 0.095355000000000009 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.11230000000000001 0.11476000000000001 -0.061994999999999995 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 -1 12 9 11 -11 13 -7 -9
right_child=-2 -3 3 5 -6 7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.0028206809859120247 -0.0018130810017377875 -0.0018844361779215696 -0.0034512763872683585 0.0022501014835961492 -0.00016190171695724414 -3.6815178038042926e-05 0.00016514206505675741 -0.00092543403817680378 -0.0031855853459495809 0.0031740952681613018 -0.00033735819401533299 0.0015915508482770167 0.0030164406168708374 -0.0033364031931396301
leaf_weight=0.0011332154072277697 0.0010009970962550794 0.0010580246622176872 0.001158180064908562 0.0011589852398437286 0.0014250285851398099 0.0015918547565824011 0.0011583325359876967 0.001000587651261764 0.0013388736893929498 0.0018849858770940732 0.0016295989609202283 0.0010862850553960968 0.0011266783314407202 0.0010235907910170865
leaf_count=130 296 181 730 301 793 326 166 51 126 136 115 75 139 345
internal_value=0 9.39496e-05 0.000219168 1.91292e-05 -0.00163669 0.000380346 0.00147836 0.000177488 -0.00018131 0.000425832 0.00154595 -0.000839814 0.00122859 -0.00214462
internal_weight=0 0.0177742 0.0167162 0.0144246 0.00258321 0.0118414 0.00229155 0.0106825 0.00796392 0.00662505 0.00351458 0.00311046 0.00271853 0.00202418
internal_count=3910 3614 3433 3137 1523 1614 296 1313 848 722 251 471 465 396
is_linear=0
shrinkage=0.00704007


Tree=1927
num_leaves=15
num_cat=0
split_feature=4 150 48 51 51 160 133 13 13 52 0 16 1 3
split_gain=7.18327e-05 0.000132123 0.000111591 0.000139382 8.21615e-05 7.66996e-05 0.000172722 0.000118788 0.000101278 0.000106335 0.000105329 9.35669e-05 8.48451e-05 7.40375e-05
threshold=0.27608500000000008 -0.081029999999999977 0.093225000000000016 0.08955500000000001 0.094915000000000013 -0.082384999999999986 -0.0056849999999999991 -0.083514999999999992 -0.028919999999999998 -0.092854999999999979 -0.07773999999999999 0.0032450000000000005 0.089075000000000015 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -7 11 -9 -10 12 -8 -11 -2
right_child=13 2 4 -5 -6 6 7 8 9 10 -12 -13 -14 -15
leaf_value=0.0019695825825795268 0.0020860343886735266 -0.0019050482323230422 -0.00020612233820099419 -0.0026929353744520523 0.0021093778709566158 -0.0019907007781696682 0.0022668327836513503 -0.0020699512540137224 -0.0016532239435334889 0.00096957563137345024 0.0017743849943142444 -8.7828830075440661e-05 -0.0014666529224324173 -5.6647352420365624e-05
leaf_weight=0.001062952875393929 0.001214356050476202 0.0011126415031143333 0.0012254895307010705 0.0010805881845283383 0.0011712088513702867 0.0017163541915568648 0.0015548921967307536 0.0010542276571302248 0.001096644853248464 0.0010536315808201534 0.001607807807096736 0.0011452635559772995 0.001189173233522689 0.0013101362883542744
leaf_count=109 286 471 206 312 135 734 232 479 241 228 142 103 77 155
internal_value=0 -0.000160266 -0.000311114 -0.000546109 0.000925407 -0.00034492 -0.000178298 0.000179189 -0.000310733 6.4145e-05 0.000553247 0.00126811 -0.000322154 0.000974046
internal_weight=0 0.0160709 0.0150079 0.0126112 0.0023967 0.0115306 0.010418 0.00870164 0.00600149 0.00494726 0.00385061 0.00270016 0.0022428 0.00252449
internal_count=3910 3469 3360 3019 341 2707 2236 1502 1167 688 447 335 305 441
is_linear=0
shrinkage=0.00625138


Tree=1928
num_leaves=23
num_cat=0
split_feature=1213 14 1456 11 13 52 132 52 39 133 40 2 157 52 2 1 49 160 1 2 15 13
split_gain=0.000419163 0.000400185 0.000315289 0.000218194 0.000234916 0.000396889 0.00037419 0.000323458 0.000330507 0.00028126 0.000273119 0.000255557 0.000236175 0.000269472 0.000323938 0.000340501 0.000436306 0.000283319 0.000282803 0.000143408 0.00012324 9.99986e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 0.10062000000000001 0.079995000000000011 -0.40083499999999994 0.005105000000000001 0.084285000000000013 -0.065744999999999984 0.097940000000000013 -0.07686999999999998 0.071660000000000015 0.11230000000000001 0.095575000000000007 -0.0090499999999999973 -0.11175999999999998 0.077800000000000022 0.11542500000000001 -0.10071499999999999 -0.123625
decision_type=2 2 2 2 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 7 -6 9 12 -10 21 -9 14 15 16 -14 -15 -19 -13 -17 -4
right_child=1 -3 3 -5 6 -7 -8 8 10 -11 -12 19 13 17 -16 20 -18 18 -20 -21 -22 -23
leaf_value=-0.00084246822527079732 -0.00066809759838417813 -0.00080382717940062599 -1.6838566510892769e-05 -0.00046952183962261176 -0.00076995864028762354 -0.00028485550583933405 0.00067878132736891523 0.00062484503217008741 9.8157759833719099e-05 -0.0006755971527646783 0.0010297332555526818 0.0012762277713487687 0.00015460636219559578 -0.00038431416818065204 -0.00077514802632320634 0.00063950655046280107 -0.00094820612333590035 0.00011006835498590056 0.0010393687645008968 0.00054721406887347872 4.3216727852593918e-05 0.00056533109505725761
leaf_weight=0.0011654719160494311 0.0011516200588424846 0.0011246105285510058 0.0013007436962109986 0.001339364751320459 0.0010783032872314973 0.0014399026217514765 0.0016092008716715308 0.0010863428302471676 0.0014843232107737137 0.0013340707868163765 0.0010562769927656692 0.0010631971799099915 0.0013889800725151733 0.0010040008077960016 0.0015890701435578025 0.0011415360921169793 0.0014253425388432812 0.0015758479572933887 0.0010837448264275906 0.0010533313978801084 0.0016797944136947018 0.0010420608046018643
leaf_count=592 312 112 73 123 244 98 221 97 237 588 70 51 73 121 86 22 280 200 37 111 86 76
internal_value=0 1.45835e-05 4.87644e-05 8.07931e-05 0.000110956 0.000354338 3.35017e-05 -2.78408e-05 2.26489e-05 -6.57021e-05 0.000485469 0.000560731 2.24497e-06 -5.98727e-05 -0.000216745 -5.92936e-05 -0.000403924 0.000249484 0.000488745 0.00091342 0.000284481 0.000242106
internal_weight=0 0.0280517 0.0269271 0.0257754 0.0244361 0.00589924 0.0185368 0.0169276 0.0158493 0.0133087 0.0025406 0.00445933 0.0119747 0.0108883 0.00722472 0.00563565 0.00281432 0.00366359 0.00265959 0.00211653 0.00282133 0.0023428
internal_count=3910 3318 3206 2894 2771 409 2362 2141 1897 1590 307 311 1002 905 547 461 353 358 237 162 108 149
is_linear=0
shrinkage=0.00140032


Tree=1929
num_leaves=13
num_cat=0
split_feature=1 0 48 0 48 1 42 42 0 52 151 4
split_gain=6.92173e-05 0.000117319 0.00012831 0.000226751 0.000120556 0.00022436 0.000102112 0.000107213 0.000149589 0.000242301 0.000142587 0.000156167
threshold=0.10398500000000001 -0.035699999999999989 0.12738500000000003 -0.10303999999999998 0.016865000000000002 0.11287500000000002 0.091955000000000023 0.085195000000000007 0.047345000000000005 -0.087094999999999992 -0.0068399999999999989 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 8 9 -1 -11 -12
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.0035583437922368753 -0.0015787089844420718 0.0022937442484922844 -0.0020358140811430046 -0.0016323403883191116 0.003322219603927016 0.002526735714290575 -0.0021629810319155987 0.0013347721832380475 0.0011615532375916758 0.0013369336749962182 0.0003675725004154854 -0.0024338271285241531
leaf_weight=0.0012418254254488526 0.0010830726835587834 0.0013129964706538799 0.0010224016635222988 0.001470303855173289 0.0010751404163475975 0.0012760686173694594 0.0011971601867828913 0.0018397948437673126 0.0019725428038524506 0.0016179282183591661 0.0017378087496189585 0.0017655141080316463
leaf_count=364 72 226 76 321 88 104 601 671 151 190 653 393
internal_value=0 0.000499519 0.000102046 0.000547701 0.00148103 0.000641942 -0.00033031 -0.000114693 -0.000434611 -0.000929419 -0.000291945 -0.0010442
internal_weight=0 0.00723998 0.00592699 0.00490459 0.00343428 0.00235914 0.0113726 0.0101754 0.00833562 0.00636308 0.00512125 0.00350332
internal_count=3910 887 661 585 264 176 3023 2422 1751 1600 1236 1046
is_linear=0
shrinkage=0.00663402


Tree=1930
num_leaves=14
num_cat=0
split_feature=483 484 43 160 42 43 151 4 43 3 16 48 0
split_gain=6.60454e-05 0.000103754 0.000106662 0.000165536 0.000169745 0.000141365 0.000117485 0.0001328 0.000142678 0.000168898 0.000121587 0.000183856 6.33313e-05
threshold=0.088865000000000013 0.085515000000000022 0.16180500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16369999999999998 -0.084129999999999996 0.27020000000000005 -0.074254999999999988 -0.078669999999999976 -0.094359999999999986 0.088985000000000009 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 8 9 -8 -10 12 -12
right_child=-2 -3 -4 4 6 -7 7 -9 10 -11 11 -13 -14
leaf_value=-0.0019497251505350326 -0.0016442951206823184 0.0016651910392143192 -0.002170468349807744 0.00017681920783667473 -0.001302752132671729 -0.0030101617431621767 0.00050075763524526579 0.0029531794938082775 -0.0013167320594212363 0.0038625216159227402 0.0007155836508348425 0.0029215121222828299 -0.0014362957186554769
leaf_weight=0.0015997658221922105 0.0010240535769973661 0.0016630792868441496 0.0010029835811542478 0.0013636298463728241 0.0011781327725699795 0.0011120874786592757 0.0016314354724554364 0.0012288768607147177 0.0019745701268347729 0.0011020065450689379 0.0012709415808639943 0.0011477991097778029 0.0011434524817438415
leaf_count=599 342 309 258 141 195 581 241 240 131 129 172 99 473
internal_value=0 8.92753e-05 -7.70693e-05 6.52534e-05 0.000310331 -0.00125477 0.000673229 0.000918302 0.000615938 0.00185608 3.695e-06 0.000735625 -0.000303542
internal_weight=0 0.0174188 0.0157557 0.0147527 0.0131529 0.00247572 0.0106772 0.00949908 0.00827021 0.00273344 0.00553676 0.00356219 0.00241439
internal_count=3910 3568 3259 3001 2402 722 1680 1485 1245 370 875 744 645
is_linear=0
shrinkage=0.00663402


Tree=1931
num_leaves=21
num_cat=0
split_feature=14 1213 1456 157 13 132 52 4 2 52 49 4 4 0 52 52 457 151 47 3
split_gain=0.000405044 0.000326908 0.000210184 0.000201041 0.000187308 0.000325317 0.00026455 0.000224019 0.00025836 0.00022197 0.000348001 0.000239935 0.00023918 0.000213898 0.000245562 0.000220556 0.000292279 0.000198509 0.000157321 0.000138418
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073574999999999988 -0.091849999999999987 0.085645000000000013 0.10062000000000001 -0.077679999999999985 0.091525000000000009 0.11110500000000002 -0.081419999999999979 -0.23071499999999998 0.074650000000000008 -0.074249999999999997 -0.27466499999999994 -0.0025949999999999997 0.11469000000000001 -0.0074049999999999993 0.09252500000000001 -0.0086749999999999969
decision_type=2 2 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 10 17 -12 -11 15 -15 16 -13 -6 19 -17
right_child=-2 2 3 4 5 -7 -8 8 -10 12 11 13 -14 14 -16 18 -18 -19 -20 -21
leaf_value=-0.00082973026347178658 -0.00099364287579835277 -0.00065101154012153252 0.00060074470000257094 0.0010908622064892373 0.00087957770513776012 0.00078489216934553177 -0.00033692449853719981 -0.00030818320881205176 0.00064575179573981233 0.00070171678626610758 -0.00091884609101637311 -0.0012931013777634677 -0.00026452505743964667 -0.00040422762861202501 0.00062126112288933728 -0.0003106538535323902 -0.00013220226383054903 -5.0035590238086066e-05 -0.00067702259679506757 0.00040045738769859925
leaf_weight=0.0011197801468123538 0.0010607182425228503 0.0010345921755246573 0.0018371694269011521 0.0011826473974295704 0.0010559238952860261 0.0011522692905464307 0.0012844557322881645 0.0012186613068933773 0.0018493401132612386 0.0016436309325230736 0.001491666534065181 0.0012654936191097881 0.0011108014794592447 0.0010599555062930088 0.0014050027053682202 0.0013969634448584263 0.001008161171719868 0.0013595974735923231 0.0010580690215572924 0.0014364965990262156
leaf_count=578 126 312 407 55 72 173 94 92 150 247 140 322 83 75 270 459 28 65 71 91
internal_value=0 2.04359e-05 5.87444e-05 8.95765e-05 4.68495e-05 -3.93014e-05 0.000302792 0.000496101 0.000266833 -0.000101406 -0.000192243 -0.000323158 0.000312053 -0.000220197 0.000180291 -0.00038032 -0.000778347 0.000356337 -0.00014777 4.98626e-05
internal_weight=0 0.0259707 0.0248509 0.0238163 0.0219791 0.016444 0.0055351 0.00425065 0.003068 0.0152918 0.0125373 0.0101218 0.00275443 0.00863014 0.00246496 0.00616518 0.00227365 0.00241552 0.00389153 0.00283346
internal_count=3910 3784 3206 2894 2487 2096 391 297 242 1923 1593 1456 330 1316 345 971 350 137 621 550
is_linear=0
shrinkage=0.00160853


Tree=1932
num_leaves=14
num_cat=0
split_feature=11 3 457 3 151 150 15 52 52 4 0 0 43
split_gain=6.28039e-05 8.25532e-05 9.78564e-05 7.04138e-05 6.37673e-05 8.78369e-05 8.1924e-05 0.000204896 0.000157205 9.96488e-05 9.45703e-05 0.000163863 4.97909e-05
threshold=0.08184000000000001 -0.12008499999999998 -0.067474999999999993 -0.089974999999999986 0.056555000000000001 0.082590000000000011 -0.017214999999999998 0.086950000000000013 -0.072349999999999984 -0.077679999999999985 -0.10462499999999998 -0.15137999999999999 -0.072364999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 5 6 8 9 -5 -8 11 -10 -1
right_child=-2 2 3 4 -6 -7 7 -9 10 -11 -12 -13 -14
leaf_value=0.0020653266666126966 -0.0012827954741530827 -0.0017938522025933276 -0.0013001112736622359 -0.0020447242520888883 -0.0012138807096201561 0.0016113983845591666 0.002396752727029626 -0.0013686784944644721 0.00098552810413503247 0.00036701593003935683 0.0015465673953407406 -0.0022115318820151494 0.00022356203226413024
leaf_weight=0.0011250202530453945 0.0012942123559723925 0.0010982291910119823 0.0012351753268775014 0.0015011862698266869 0.0010517033637637485 0.0016585875852509627 0.0018461610377029456 0.001284662632007421 0.0012773681530849346 0.001657085622738988 0.0013248687468570119 0.0010583780311914093 0.0010018981472330575
leaf_count=115 224 277 393 355 104 281 452 544 95 285 547 134 104
internal_value=0 8.9952e-05 -6.71971e-05 6.92721e-05 0.000202876 0.000331233 0.000117834 0.000683947 -0.000407274 0.00143666 0.00026423 -0.00046313 0.00119775
internal_weight=0 0.0171203 0.0149934 0.0138952 0.01266 0.0116083 0.00994971 0.00478791 0.0051618 0.00350325 0.00366061 0.00233575 0.00212692
internal_count=3910 3686 3467 3190 2797 2693 2412 1281 1131 737 776 229 219
is_linear=0
shrinkage=0.00600863


Tree=1933
num_leaves=24
num_cat=0
split_feature=1213 14 1456 11 13 52 40 47 123 133 50 130 16 0 43 15 2 2 15 12 2 13 0
split_gain=0.000443761 0.000341943 0.000286215 0.000258115 0.000280498 0.000340535 0.00028734 0.000268833 0.000238251 0.000317195 0.000268395 0.000223243 0.000209805 0.000271998 0.000516514 0.000224895 0.000209457 0.000129575 0.00012861 0.000259926 0.000219258 0.000116255 6.88469e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 0.10062000000000001 0.053870000000000008 0.13177500000000003 0.083745000000000014 0.089845000000000022 0.086465000000000014 -0.076219999999999996 -0.0090499999999999973 -0.097024999999999986 -0.074254999999999988 -0.106555 0.097940000000000013 0.11542500000000001 -0.095799999999999982 0.084100000000000022 0.093070000000000014 -0.123625 -0.060094999999999989
decision_type=2 2 2 2 2 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 8 9 10 11 -6 15 -14 22 -13 21 -18 -17 20 -20 -4 -15
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 -12 12 13 14 -16 18 17 -19 19 -21 -22 -23 -24
leaf_value=-0.00085829467727500789 -0.00062733151301170361 -0.00075703749812017359 -6.7879323388090478e-06 -0.0005092980812825955 0.0007455383197829754 -0.00020008815344166371 0.00071962599834574624 -0.00069366884929463618 0.00069892273341751838 -0.00073635777868606537 -0.00058643940903235607 0.00038950638412083759 0.00077775600539422771 0.00019286371621365548 -0.00070316356132544102 -0.00065908508640834208 0.0012704007619862426 0.00056936314110182958 0.00061208272990919169 -0.00058848949261882473 -0.00028208666758458768 0.00063585344721680951 0.00067053975469273815
leaf_weight=0.0011510846355827211 0.0011307152752055528 0.001041217781811348 0.0011764687064464985 0.0013193964196407384 0.0010081796070128277 0.001407366882952954 0.0011402339864059466 0.0010476643261199117 0.0010040572647657337 0.001080253739118805 0.0011746826312698877 0.00134388322726636 0.0014640132340255699 0.0011642010538398528 0.0011655219179359305 0.0011844592758996327 0.0010178132577642884 0.0010507201493763774 0.0011146990448894804 0.0014356051740231912 0.0010389178094890594 0.0010398891290231372 0.0012030733247989644
leaf_count=592 312 112 73 123 107 98 54 51 224 537 295 114 41 171 237 53 51 111 61 296 61 76 60
internal_value=0 2.96694e-05 6.15276e-05 9.32147e-05 0.000127389 0.000397541 3.98636e-05 -7.31387e-06 3.9435e-05 -6.62059e-06 5.26625e-05 0.000114592 5.7359e-05 0.000270239 5.99208e-05 -0.000116521 0.000593831 0.000914306 -0.000258977 -0.00012694 0.00018073 0.000294732 0.000435624
internal_weight=0 0.026753 0.0257118 0.0245811 0.0232617 0.00569226 0.0175694 0.0164292 0.0153815 0.0143775 0.0132972 0.0121226 0.0111144 0.00499681 0.0035328 0.00611756 0.00428489 0.00206853 0.00477368 0.00358922 0.00215362 0.00221636 0.00236727
internal_count=3910 3318 3206 2894 2771 409 2362 2308 2257 2033 1496 1201 1094 509 468 585 311 162 471 418 122 149 231
is_linear=0
shrinkage=0.00140032


Tree=1934
num_leaves=14
num_cat=0
split_feature=1 52 13 160 49 52 3 4 0 48 2 14 2
split_gain=6.84707e-05 0.000104825 0.00014885 0.000110222 0.000202285 0.000171673 0.000228678 0.000108567 9.82311e-05 0.000123346 0.000207705 0.000235287 8.96067e-05
threshold=0.10398500000000001 0.11401500000000002 -0.09547499999999999 -0.081069999999999989 -0.081629999999999994 0.071660000000000015 -0.078669999999999976 0.0057500000000000008 -0.035699999999999989 0.12738500000000003 1.0000000180025095e-35 -0.23083499999999998 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 -5 6 -6 -8 9 10 -2 -12 -1
right_child=8 -3 3 4 5 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.0001057371503325564 -0.0010068099217049506 -0.0021359229072139977 0.0011916260150022645 0.0012288907942861339 -0.004118702749343014 0.00024678944099476493 -0.0022426765921135681 0.00037078761278552878 0.0019457409045958018 -0.0017868032108019659 -0.00059466575283073522 0.0029024686844296142 0.0023886763108815641
leaf_weight=0.0013437432883490752 0.0019346022085332155 0.0010192181388444113 0.001148406840770156 0.0013713252768702971 0.0012947290583543748 0.0016403062354427705 0.0011700462451292824 0.0011262872083633545 0.00130245736948031 0.001011819551227422 0.0011418589054234818 0.0017732107249522934 0.0011536470505149055
leaf_count=165 233 480 332 124 811 592 269 203 226 76 87 265 47
internal_value=0 -0.000298174 -0.000115408 -0.000526446 -0.00082527 -0.00136374 -0.00209939 -0.000960846 0.000453131 0.000121465 0.0005196 0.00153261 0.00116032
internal_weight=0 0.0112677 0.0102485 0.0077511 0.00660269 0.00523137 0.00359106 0.00229633 0.00716395 0.00586149 0.00484967 0.00291507 0.00249739
internal_count=3910 3023 2543 2331 1999 1875 1283 472 887 661 585 352 212
is_linear=0
shrinkage=0.00600863


Tree=1935
num_leaves=14
num_cat=0
split_feature=403 160 11 1375 13 16 12 0 150 15 2 15 15
split_gain=5.89353e-05 9.98106e-05 9.38816e-05 9.47404e-05 9.81312e-05 0.000107108 0.000253308 0.000174308 9.94747e-05 0.000120218 8.46206e-05 8.13781e-05 6.32271e-05
threshold=0.088015000000000024 -0.217635 0.08184000000000001 -1.0000000180025095e-35 0.24813000000000004 0.081265000000000018 0.091405000000000014 -0.077944999999999987 0.083205000000000015 -0.0063699999999999989 0.098195000000000018 -0.14487999999999998 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 9 11 -8 -5 -11
right_child=-2 2 -4 4 -6 6 10 -9 -10 12 -12 -13 -14
leaf_value=-0.0019102208608649091 -0.0015849904860155692 -0.0012276182951863606 -0.001585514507630312 0.00029594190436058444 0.0024018165789700457 -0.0032232665349648942 -0.00064656146133620722 0.0026628698488652875 0.0020158822253770131 0.0022491697160645901 0.0020912886730502234 -0.0018512830350659296 0.00012821181487665461
leaf_weight=0.0010743011803657524 0.0010226218986431569 0.0015307595625223278 0.0012193971109404891 0.0014027818509762882 0.0011928058571432929 0.0011579537941735852 0.0010283069919154036 0.0017523159299119781 0.001255307918372639 0.0010832825504885069 0.0010393698681994135 0.0019066283260354179 0.0015854769350068763
leaf_count=399 343 159 209 198 79 273 123 586 221 88 121 442 669
internal_value=0 8.69765e-05 0.000219794 0.000367192 0.000549319 0.000368368 -0.000689364 0.000748063 0.000284199 -7.94229e-05 0.000729688 -0.000941124 0.000989135
internal_weight=0 0.0172287 0.0161544 0.014935 0.0134042 0.0122114 0.00322563 0.00898579 0.00723348 0.00597817 0.00206768 0.00330941 0.00266876
internal_count=3910 3567 3168 2959 2800 2721 517 2204 1618 1397 244 640 757
is_linear=0
shrinkage=0.0067667


Tree=1936
num_leaves=13
num_cat=0
split_feature=1 42 43 49 0 42 48 3 2 1 4 16
split_gain=6.59227e-05 9.96128e-05 9.40108e-05 0.000117721 0.000106437 9.30578e-05 0.000149903 9.96799e-05 0.000100888 0.000118106 8.25108e-05 4.28961e-05
threshold=0.10398500000000001 0.091955000000000023 -0.24333999999999997 -0.045004999999999996 -0.075584999999999986 0.084685000000000024 0.086215000000000014 0.084925000000000014 0.096540000000000015 1.0000000180025095e-35 0.26048500000000002 -0.0029949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 10 6 7 8 9 -1 -5 -9
right_child=2 -3 3 4 -6 -7 -8 11 -10 -11 -12 -13
leaf_value=-0.002219446617463277 -0.0011809295718299595 -0.0018527406156307023 0.0022228805236802845 -0.0014900045045134756 0.0013905633193468749 0.0010301872666005068 -0.0018366933741393622 0.0017990261848754281 0.0009795791812958715 3.3094349154253062e-05 0.00041370897087630599 0.00019850974683748273
leaf_weight=0.0013921389508243127 0.0010049868460115796 0.0011532142308007609 0.0012680419364086842 0.0012315386456367428 0.0017571267867572795 0.0019051354750505576 0.0017320348385230083 0.0011215439814769024 0.0011197524756657862 0.0016083958642795215 0.0017918721081765076 0.0010297456745789191
leaf_count=681 32 601 200 90 364 744 255 68 287 307 201 80
internal_value=0 -0.000277775 0.000422708 0.000689156 0.000282335 -9.44753e-05 -0.000362184 4.50347e-05 -0.000470759 -0.001012 -0.000361739 0.00103292
internal_weight=0 0.011062 0.00705357 0.00604858 0.00478054 0.00990875 0.00800361 0.00627158 0.00412029 0.00300053 0.00302341 0.00215129
internal_count=3910 3023 887 855 655 2422 1678 1423 1275 988 291 148
is_linear=0
shrinkage=0.00566207


Tree=1937
num_leaves=20
num_cat=0
split_feature=1213 14 1456 11 3 157 13 52 0 51 47 457 16 4 52 16 1 1 42
split_gain=0.000459178 0.000406079 0.000264651 0.000241753 0.000255455 0.000269619 0.0002553 0.000466103 0.000247537 0.000284453 0.000226032 0.000207359 0.000161764 0.000166444 0.000153609 0.00018012 0.000196261 0.00015744 0.000113946
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.074224999999999985 -0.060719999999999989 0.11588000000000002 -0.017269999999999997 -0.032189999999999989 0.10436500000000001 -0.068264999999999978 0.22945500000000005 -0.010394999999999998 0.091210000000000013 -0.088734999999999994 0.090820000000000012 0.094890000000000016 0.085195000000000007
decision_type=2 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 12 -11 13 -7 15 16 -13 -17 -15
right_child=1 -3 3 -5 5 6 8 -9 -10 11 -12 14 -14 18 -16 17 -18 -19 -20
leaf_value=-0.0009187954796066604 -0.00066628959978726069 -0.00086295413270099828 0.00063741833254477736 -0.00051266516711812255 0.0006510197807000019 0.00073133866200221736 -0.00075934370708331464 -0.0006354584417878681 0.0004618775586067034 -0.00071536885619774505 0.00090327918860703071 0.00043805265185806798 -0.00022107192278704042 -0.00016170258856875572 0.00041697107959039089 -0.00073500105537224107 -0.00024241091891641643 1.3713431739532561e-06 0.00047277820276883572
leaf_weight=0.0011955222783513039 0.0010657086952677959 0.0010989405788321962 0.0019698927546257751 0.0013900277069609493 0.0016780166102715035 0.0017640808966165183 0.0016210309141881105 0.0011671238653522542 0.0014820949630069179 0.0010134431398700775 0.0014415014409574073 0.0019087639986553164 0.0012777806291877358 0.0013335098614370121 0.0015563591009762623 0.0014313548540174628 0.0018366514307015247 0.0011614372354294966 0.0011765266882215672
leaf_count=592 312 112 141 123 360 247 141 266 124 50 90 178 102 162 194 322 105 107 182
internal_value=0 2.20566e-05 5.90714e-05 8.97353e-05 0.000124889 7.86814e-05 3.10704e-05 0.000233892 -0.000106729 -0.000186768 0.000378978 -8.25739e-05 0.000242847 0.00038154 -1.34055e-06 -0.000104058 0.000104372 -0.000405144 0.000135697
internal_weight=0 0.0273742 0.0262753 0.0252096 0.0238196 0.0218497 0.0201717 0.00816052 0.0120111 0.010529 0.0069934 0.00890801 0.0055519 0.00427412 0.00789457 0.00633821 0.00374542 0.00259279 0.00251004
internal_count=3910 3318 3206 2894 2771 2630 2270 1049 1221 1097 783 956 693 591 906 712 283 429 344
is_linear=0
shrinkage=0.00148603


Tree=1938
num_leaves=22
num_cat=0
split_feature=1213 14 1456 38 124 402 151 40 4 50 49 12 52 0 2 52 4 1 12 1 15
split_gain=0.000430133 0.000343015 0.000285047 0.000273333 0.000354274 0.000272311 0.000263236 0.000242779 0.000265893 0.000253612 0.000270418 0.000448705 0.00021157 0.00036252 0.0003687 0.000389721 0.000389639 0.000225321 0.000183804 0.00012396 3.53791e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.089560000000000015 -0.048219999999999992 0.076115000000000002 -0.084129999999999996 -0.062739999999999976 -0.23071499999999998 0.082310000000000008 -0.069934999999999983 0.085185000000000025 -0.40083499999999994 -0.06402999999999999 0.087995000000000004 -0.074484999999999982 -0.023499999999999997 0.095575000000000007 0.085465000000000013 0.088010000000000019 -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
left_child=-1 2 -2 4 -4 6 20 -8 18 10 11 -10 -12 14 16 -16 -14 -18 -9 -17 -6
right_child=1 -3 3 -5 5 -7 7 8 9 -11 12 -13 13 -15 15 19 17 -19 -20 -21 -22
leaf_value=-0.00098335309719300946 -0.0007752000574486425 -0.0008800465689586327 0.00084060209076620095 -0.0007436630831434795 -0.00074903772416919892 0.00081758755348794974 -0.00053898834339997773 3.9899435919800696e-05 -0.00079496802914162386 -0.00037483722795778382 -0.00026747599042901217 0.00046388236507186427 0.0006645286651640849 0.0012007873381573476 -0.00013084132169144448 0.00061223185284698853 -0.0010162786548803084 5.4259526865936746e-05 -0.00082530415005031604 0.0013228284526419574 -0.00031563407497096668
leaf_weight=0.0012295659894144681 0.0010847418601816232 0.0011193196641856576 0.0018468477197131272 0.0010318781984329775 0.0010311669632902948 0.0013180963532295744 0.0015601748690501063 0.0016402900203571413 0.0014661971278249206 0.0016929931473779478 0.0010563706256542455 0.0017270910007682327 0.0014046048490630181 0.0017863098266489904 0.0011029136104636576 0.0011429443600040803 0.0010658163859642803 0.0011391111778176199 0.0011840518781747744 0.0017254764435101766 0.0010799432405688278
leaf_count=592 312 112 265 70 101 273 122 110 84 353 138 73 214 142 53 327 129 41 112 102 185
internal_value=0 2.78055e-05 6.53208e-05 0.000100385 0.000135264 7.893e-05 3.42797e-05 9.44806e-05 0.000148981 0.000236019 0.000311967 -0.000114118 0.0004425 0.000522566 0.000362754 0.000714609 -2.43684e-05 -0.000463216 -0.000322821 0.00103969 -0.000527329
internal_weight=0 0.0282063 0.027087 0.0260023 0.0249704 0.0231236 0.0218055 0.0196943 0.0181342 0.0153098 0.0136168 0.00319329 0.0104235 0.00936718 0.00758087 0.00397133 0.00360953 0.00220493 0.00282434 0.00286842 0.00211111
internal_count=3910 3318 3206 2894 2824 2559 2286 2000 1878 1656 1303 157 1146 1008 866 482 384 170 222 429 286
is_linear=0
shrinkage=0.00167351


Tree=1939
num_leaves=22
num_cat=0
split_feature=14 1213 1456 11 3 1 52 52 4 13 0 160 51 0 1 4 4 42 1 3 12
split_gain=0.000458554 0.000352629 0.000274983 0.000210813 0.000218498 0.000178705 0.000354607 0.00028117 0.000276141 0.000263793 0.00025305 0.000207239 0.000194585 0.000162793 0.000152738 0.00014924 0.000150338 0.000149555 0.00043165 0.000229676 5.53014e-06
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 0.10871500000000002 0.11401500000000002 -0.27466499999999994 0.055260000000000011 -0.089899999999999994 -0.11756999999999999 -0.081299999999999983 0.11355500000000002 -0.084304999999999977 0.11395500000000001 -0.078094999999999984 -0.08422499999999998 0.085195000000000007 0.094695000000000015 0.013395000000000002 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
left_child=1 -1 -3 4 -4 6 9 -7 12 13 14 -11 -9 -6 -10 16 -13 18 19 -17 -15
right_child=-2 2 3 -5 5 7 -8 8 10 11 -12 15 -14 20 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.00069103907236206053 -0.00085569848818345016 -0.00061457637107668384 0.00055003981044618238 -0.00045297528507695498 5.9122574527309576e-06 -0.00040326156644774361 -0.00070229071795167451 0.0011014838888656036 0.00026351228646408475 0.00043633273347353223 0.00054253799592349889 -0.00018674476066352376 0.00032707317228285356 0.00054667075221417807 -0.00041956331205711807 -0.0012268893989582533 0.00043445716597299416 7.4227655930618759e-05 0.00016753209698539467 -0.00035727924318301025 0.00068918581677326039
leaf_weight=0.0012711274565170702 0.0011885330473129221 0.0011256874318226707 0.0019412435681339614 0.0013302093295663999 0.0013628300022237583 0.00111149186849957 0.0013123449614882926 0.0012090188200382648 0.0010398593360190223 0.0013033968110201253 0.0016927668579186546 0.001639788847651702 0.0012374420720515644 0.0010258177235642459 0.0015170745616370496 0.0011879528105946556 0.0013296746714854231 0.0014716220661771529 0.0013637682382260374 0.0011047753761488366 0.0010268935561015269
leaf_count=578 126 312 141 123 120 45 323 115 35 235 226 252 59 43 102 368 220 309 125 40 13
internal_value=0 1.52045e-05 4.9295e-05 7.89408e-05 0.000108573 6.95064e-05 -2.26059e-05 0.000236194 0.000342337 4.69903e-05 0.000130809 -7.17277e-05 0.00070978 0.000373751 -0.000141769 -0.000153506 9.14188e-05 -0.000295331 -0.000444066 -0.000807859 0.000617966
internal_weight=0 0.0276048 0.0263337 0.025208 0.0238778 0.0219365 0.0141289 0.00780765 0.00669616 0.0128165 0.0042497 0.00940098 0.00244646 0.00341554 0.00255693 0.00809758 0.00296946 0.00512812 0.0036565 0.00229273 0.00205271
internal_count=3910 3784 3206 2894 2771 2630 2048 582 537 1725 363 1549 174 176 137 1314 472 842 533 408 56
is_linear=0
shrinkage=0.00137286


Tree=1940
num_leaves=14
num_cat=0
split_feature=12 4 1 150 156 42 43 3 2 2 16 0 3
split_gain=6.23866e-05 7.59051e-05 0.000159561 0.000132139 9.62784e-05 9.85419e-05 0.000207649 0.000170866 0.00016242 0.000118562 9.00037e-05 0.000132966 8.7855e-05
threshold=0.11655500000000001 0.24280000000000004 0.11198000000000001 -0.081029999999999977 0.085790000000000019 -0.09602999999999999 -0.074254999999999988 -0.078669999999999976 0.083585000000000007 0.090050000000000005 0.0054700000000000009 -0.15007499999999999 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 9 -8 -7 11 -10 -13
right_child=-2 2 -4 4 -6 6 8 -9 10 -11 -12 12 -14
leaf_value=0.0022115111090065796 -0.0016340336493248753 -0.00042320314482188732 0.0024655714181663476 -0.0021108190075444784 -0.0021646098817155999 0.001684936778006074 -0.0023230325683673524 0.0033757483323909369 -0.00083565490421065429 -0.0014443400904316037 -0.0013786773831530122 0.00034223418561910431 0.0031331134932445484
leaf_weight=0.0010160649865910707 0.0010226340304743389 0.0018079205926355832 0.0016975230862108746 0.0010548965534161138 0.0011808465504294765 0.0012315359351721226 0.0018621981694058347 0.0012796778341490353 0.0017067091395365783 0.0010082635808214974 0.0015410336669360973 0.0010488046126690713 0.0010175142816801746
leaf_count=104 187 190 325 237 450 419 444 247 96 206 196 697 112
internal_value=0 8.55637e-05 0.000975696 -0.000138154 -0.000322774 -0.000137684 5.69222e-05 0.00140324 -0.000603355 0.000276268 -7.30817e-07 0.00056207 0.00171654
internal_weight=0 0.017453 0.00350544 0.0139475 0.0129315 0.0117506 0.0106957 0.00351948 0.00717626 0.0022398 0.00531406 0.00377303 0.00206632
internal_count=3910 3723 515 3208 3104 2654 2417 872 1545 625 1101 905 809
is_linear=0
shrinkage=0.0067667


Tree=1941
num_leaves=15
num_cat=0
split_feature=483 484 457 49 1 4 42 42 1 52 15 0 2 2
split_gain=7.02352e-05 8.24115e-05 8.33629e-05 0.000115797 0.000162744 0.00018734 0.00012556 0.000127392 0.000119859 0.000131573 0.000124271 0.000163656 0.000181635 7.623e-05
threshold=0.085195000000000007 0.085515000000000022 -0.0034949999999999994 -0.045004999999999996 0.085835000000000009 0.015635000000000003 0.092395000000000019 0.08622500000000001 0.13213500000000003 -0.069134999999999988 -0.11739999999999999 -0.10131499999999999 0.085155000000000022 0.099370000000000014
decision_type=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 -11 -12 -13 -14
right_child=-2 -3 3 6 5 -7 -8 -9 -10 10 11 12 13 -15
leaf_value=-0.0020890030706407926 -0.0019013042599755855 0.0018164560977474117 -0.0010224323886081617 -0.0030069130645193165 0.00039856327643992249 0.0048768656530124386 -0.00222753351487062 0.002253715214713359 0.0020746668337142146 -0.0025040724852444206 0.0024392146740631238 -0.003334721866345894 0.0021837310697540588 -0.00083697634426209964
leaf_weight=0.0011315755565442917 0.0011137032520828543 0.0015599999867655879 0.0011531888511791275 0.0012158649804008652 0.0011660367358263812 0.0010937350171878607 0.0016998951732466227 0.001375373061067311 0.0011019639457615811 0.0011265609820989599 0.0015430244780185731 0.0010240967643312775 0.0010166665741102934 0.001002379286820676
leaf_count=196 416 291 94 398 174 97 604 404 121 161 117 408 323 106
internal_value=0 0.00011282 -5.6995e-05 0.000101377 0.00135357 0.00256607 -0.000283438 6.79109e-05 -0.000306446 -0.000685152 -0.000191002 0.000377188 -0.000668361 0.000684065
internal_weight=0 0.0172104 0.0156504 0.0145188 0.00341296 0.00225977 0.0111058 0.00940593 0.00803056 0.00692859 0.00571273 0.00458617 0.00304314 0.00201905
internal_count=3910 3494 3203 3007 365 271 2642 2038 1634 1513 1115 954 837 429
is_linear=0
shrinkage=0.00777281


Tree=1942
num_leaves=21
num_cat=0
split_feature=1213 1456 14 1374 11 3 457 13 43 42 376 52 15 13 2 49 15 15 3 2
split_gain=0.000359979 0.000312836 0.000249058 0.000260274 0.000239473 0.000240011 0.000232081 0.000203591 0.000189834 0.000301617 0.000432931 0.000200925 0.000443047 0.000312979 0.000270517 0.000292563 0.000293169 0.000182767 0.000178327 0.000124951
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.088315000000000018 -0.12008499999999998 -0.067474999999999993 0.068400000000000002 0.24789500000000006 -0.10770999999999999 1.0000000180025095e-35 0.10218500000000001 -0.074174999999999977 -0.091849999999999987 0.094010000000000024 -0.0090499999999999973 -0.064869999999999983 -0.07052499999999999 -0.075679999999999983 0.097940000000000013
decision_type=2 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 -8 11 13 -13 19 15 -15 -17 -16 -18 -11
right_child=1 2 -4 4 -6 6 8 -9 -10 10 -12 12 -14 14 17 16 18 -19 -20 -21
leaf_value=-0.00075320105989187716 -0.00067750563554358609 -0.00060169895235245949 -0.00061290351735845809 0.00092103573281793216 -0.00046242772588563617 -0.0004003458975880715 -0.0005076909368800026 0.00020326406398927027 -0.00045694084854026873 0.00031950644603512165 0.0010403364499334455 0.00032020792656523652 -0.00086599908007982949 0.00071200539192452044 2.0063634560167779e-05 -0.00044541601684579382 -5.625096512531237e-05 -0.00070152429908958277 0.00057766220414499588 0.00084652206390622802
leaf_weight=0.0011956515323232738 0.0011740599501044403 0.0010335355358161982 0.0010374115558351429 0.0012379618212164612 0.0013417514336069294 0.0017372991469863782 0.0011953324073463783 0.0018696454993869516 0.001000804145233041 0.0017698484393612402 0.0010953687287113953 0.0013070877943458514 0.001086946674503827 0.0017760144054133082 0.0015994006436916841 0.0014931504641840405 0.0015515253897339307 0.0011282398173536046 0.0018146149186818675 0.0016277160916765565
leaf_count=592 332 66 92 89 123 237 109 112 187 93 163 131 226 100 201 228 442 200 81 106
internal_value=0 1.60751e-05 4.65693e-05 7.32247e-05 0.000101543 0.000134032 7.93478e-05 0.000489199 0.000124527 0.000157884 0.000206844 0.000146599 -0.000218357 0.000215069 8.55522e-05 0.000235169 6.08909e-05 -0.000278408 0.000285478 0.000571991
internal_weight=0 0.0278777 0.0267037 0.0256662 0.0246327 0.023291 0.0201833 0.00310761 0.018446 0.0174452 0.0162499 0.0151545 0.00239403 0.0127605 0.00936295 0.00663531 0.00485929 0.00272764 0.00336614 0.00339756
internal_count=3910 3318 2986 2894 2828 2705 2504 201 2267 2080 1971 1808 357 1451 1252 851 751 401 523 199
is_linear=0
shrinkage=0.00137286


Tree=1943
num_leaves=13
num_cat=0
split_feature=484 52 52 0 1 160 42 43 151 12 43 2
split_gain=6.32791e-05 8.46077e-05 0.000158977 0.000184019 0.000160336 9.39919e-05 9.77854e-05 0.000100002 0.000124806 0.000162718 0.000192219 0.000112264
threshold=-0.0043499999999999988 -0.048794999999999991 -0.24456499999999998 -0.15007499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098320000000000005 -0.0008699999999999999 0.095295000000000019 -0.044024999999999988 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 8 -8 10 -10 -12
right_child=1 5 3 4 -6 6 7 -9 9 -11 11 -13
leaf_value=-0.0014051820441134454 -0.00078064608447106552 -0.0014997235753960636 -0.00036787847159581023 0.00076337236924724661 0.0039489685203771248 -0.0013824725019172023 -0.0012813822578877476 -0.0013776257832476587 0.0039298130295672834 -0.0011345820409897308 -0.00036047831534502474 0.002108439398255601
leaf_weight=0.0012294119680929172 0.0019837662128339706 0.0019755188714006581 0.0014833692277083088 0.0012126930336935739 0.001366006237769668 0.0016239172012723312 0.0011072099346877548 0.0011577079512574973 0.0011040657179893351 0.0010722799233343627 0.0015686120951039547 0.0014328209285330712
leaf_count=612 403 625 59 169 362 681 123 89 132 189 298 168
internal_value=0 9.25845e-05 0.000698949 0.00142153 0.00245087 -0.000239415 3.51928e-05 0.000344512 0.000661734 0.00107725 0.00165494 0.000818131
internal_weight=0 0.017088 0.00604583 0.00406207 0.0025787 0.0110421 0.00906661 0.0074427 0.00628499 0.00517778 0.0041055 0.00300143
internal_count=3910 3298 993 590 531 2305 1680 999 910 787 598 466
is_linear=0
shrinkage=0.00637641


Tree=1944
num_leaves=21
num_cat=0
split_feature=14 1213 1456 11 3 13 13 13 1 4 457 124 0 13 0 1 52 2 2 4
split_gain=0.000373887 0.000346726 0.000266505 0.000302707 0.000242756 0.000187913 0.000183165 0.000236621 0.00024818 0.000392452 0.000233748 0.000164485 0.000356321 0.000316754 0.000216214 0.000163683 0.000207873 0.000213888 0.000323486 0.000188511
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 0.068400000000000002 -0.083514999999999992 -0.52445999999999982 0.10080500000000002 -0.077679999999999985 -0.067474999999999993 -0.061329999999999989 -0.053834999999999994 0.23436000000000004 -0.070894999999999986 1.0000000180025095e-35 0.0033900000000000002 0.11230000000000001 0.087995000000000004 0.05309500000000001
decision_type=2 2 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 -9 -8 -12 14 -14 15 -13 17 18 19 -17
right_child=-2 2 3 -5 6 -7 10 8 -10 -11 11 12 13 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.00084791769541781492 -0.00093686381205306771 -0.00071190752607629474 0.0010476092775206843 -0.00064631764974045316 -0.00034788955730024137 0.0002341925855094005 -0.00066049899749877643 0.00083707727634802528 0.00096987191976077446 -0.00025038638659123874 0.00062990650493395463 -0.00043959447090689043 -0.001200643132068289 2.022634148592752e-05 0.00071723460330391602 -0.00067667245556701718 0.00064813665701415326 -0.00061022740258889329 0.00067133981386853048 0.00022733646768658197
leaf_weight=0.001099858488139315 0.0010583055731338544 0.0010751960325878452 0.001163531243762418 0.001312476762855396 0.001142882225471098 0.0017973067776515528 0.0013203751473982025 0.0014282800238071824 0.0015548870291436159 0.0019548997884252317 0.0010648367887910329 0.0015670951356728646 0.0010798344467146817 0.0010350872668780653 0.0012735427853046702 0.0011729628942059311 0.001479950617794934 0.0011856116384317827 0.0017108383976562891 0.0011227419360011481
leaf_count=578 126 312 89 123 52 112 104 78 212 421 174 616 202 31 203 216 100 67 65 29
internal_value=0 1.897e-05 5.6445e-05 9.03485e-05 0.000132286 0.000553844 7.01693e-05 0.000298727 0.000448382 0.000208709 -2.90145e-05 3.66776e-05 -1.7649e-05 -0.000603124 0.000112517 1.90448e-05 0.000126767 -2.18426e-05 0.000152272 -0.000234556
internal_weight=0 0.0265422 0.0254423 0.0243671 0.0230547 0.00296084 0.0200938 0.00608095 0.00493807 0.00338318 0.0140129 0.0126925 0.0116277 0.00211492 0.00951274 0.0082392 0.00667211 0.00519215 0.00400654 0.0022957
internal_count=3910 3784 3206 2894 2771 201 2570 763 711 499 1807 1703 1529 233 1296 1093 477 377 310 245
is_linear=0
shrinkage=0.00157699


Tree=1945
num_leaves=22
num_cat=0
split_feature=1213 1456 14 11 3 1375 1 3 2 0 3 3 0 16 12 12 133 15 4 47 43
split_gain=0.000473738 0.000386212 0.000256888 0.00021183 0.000210058 0.0001542 0.000194625 0.000234551 0.000427694 0.000282462 0.000302729 0.000233791 0.000226958 0.00029023 0.000286857 0.000336307 0.000227052 0.000222965 0.00020709 0.000211525 0.000189696
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.15121499999999996 -0.072014999999999982 0.085110000000000005 0.090325000000000003 1.0000000180025095e-35 -0.055084999999999988 -0.075404999999999986 0.16699000000000003 -0.083674999999999986 -0.089559999999999987 0.088325000000000015 0.096055000000000015 0.077945 -0.094924999999999995 0.0066400000000000009 0.096475000000000019 -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
left_child=-1 -2 3 4 -3 -6 12 8 9 10 20 18 16 -14 -15 -16 -7 -10 -9 -20 -8
right_child=1 2 -4 -5 5 6 7 11 17 -11 -12 -13 13 14 15 -17 -18 -19 19 -21 -22
leaf_value=-0.00089790683750362436 -0.00080803988556617744 0.00060765849558276294 -0.00064308661658732369 -0.00047616041568155233 -0.00032291523539759617 -0.00080095997996857955 -0.00010595258771840234 -0.00072134805073597588 0.0014167573294670641 0.00079189758690161114 -0.00058868121405984144 0.00055885927164323577 0.00070579966049099481 -0.00068763290212771344 0.00074584715605905598 -0.00030550965273026082 3.2332787242586395e-05 0.00049478712153497285 0.00032229771460587142 -0.00049259591942747423 0.00075581186278553042
leaf_weight=0.001210729739947943 0.0011096727912238416 0.0018089610308832339 0.0010305844254492038 0.0012878629534753818 0.0017563542308221816 0.001394592004236828 0.0011633280125911138 0.0010370820255807267 0.001087765231276204 0.0011596100199287966 0.0013189717097306097 0.0012588434014500216 0.0013667558572046934 0.001140903971551541 0.0012193589578375352 0.0013728903708261284 0.001381632736776793 0.001140471458218939 0.0019183728958722668 0.0010440737838530723 0.0010153955466177256
leaf_count=592 332 134 97 123 142 334 117 84 141 95 200 169 51 152 229 212 318 99 66 35 188
internal_value=0 3.36154e-05 6.96704e-05 9.92024e-05 0.00013062 9.09922e-05 0.000127304 0.000242987 0.000419926 0.000168773 -3.78145e-05 1.12963e-05 -5.10636e-05 0.000131406 -7.88875e-05 0.000189034 -0.000386258 0.000944868 -0.000161048 3.50996e-05 0.000295673
internal_weight=0 0.0270135 0.0259038 0.0248732 0.0235854 0.0217764 0.02002 0.0121439 0.00688554 0.00465731 0.0034977 0.00525837 0.00787613 0.00509991 0.00373315 0.00259225 0.00277622 0.00222824 0.00399953 0.00296245 0.00217872
internal_count=3910 3318 2986 2889 2766 2632 2490 1194 840 600 505 354 1296 644 593 441 652 240 185 101 305
is_linear=0
shrinkage=0.00145689


Tree=1946
num_leaves=15
num_cat=0
split_feature=124 133 50 15 3 52 2 2 2 0 4 13 1375 2
split_gain=6.22394e-05 0.000111002 0.000110633 0.000129603 0.000145563 0.000194981 9.98863e-05 0.000161038 0.000198854 0.0001776 0.000210113 0.00013437 0.000210241 8.36385e-05
threshold=0.0049200000000000008 0.099765000000000006 0.086465000000000014 -0.26361999999999991 -0.15464999999999998 0.10599500000000002 0.11708 0.089910000000000004 0.085255000000000011 -0.10575999999999998 -0.023499999999999997 -0.00059999999999999995 -0.010004999999999998 0.097360000000000016
decision_type=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 13 -13 -9
right_child=-2 -3 -4 4 5 -7 -8 11 -10 10 -12 12 -14 -15
leaf_value=0.0023891238696870762 0.0014936210195987635 -0.0019243218921349448 -0.0014348165888840442 0.0022693351720422836 0.0020921652706710663 -0.0026220448973471896 -0.0015308902245769792 0.00097680593879831325 -0.0024613553560129267 0.0013812166350557122 -0.0021822544077574942 0.002327295279909544 -0.001426668498201234 0.0034301361505327641
leaf_weight=0.0010029428867484218 0.001019742964459793 0.0012069743913485078 0.0017693591909411941 0.0010722498913214836 0.0014019926738731711 0.0011176902127188028 0.0012770313564024064 0.0010006512161475356 0.0013708415397821472 0.0011286346728724425 0.001514136960328297 0.0010115977871092419 0.0013761758829932344 0.0011875433053157164
leaf_count=229 91 592 558 182 74 305 195 178 482 355 264 16 204 185
internal_value=0 -9.5307e-05 4.0704e-05 0.000221234 5.96804e-05 -0.000131604 0.000115414 0.000325829 -0.000403698 0.000293678 -0.000660421 0.00118922 0.000163726 0.00230824
internal_weight=0 0.0174378 0.0162308 0.0144615 0.0134585 0.0123863 0.0112686 0.00999157 0.00541561 0.00404476 0.00264277 0.00457597 0.00238777 0.00218819
internal_count=3910 3819 3227 2669 2440 2258 1953 1758 1175 693 619 583 220 363
is_linear=0
shrinkage=0.00625138


Tree=1947
num_leaves=21
num_cat=0
split_feature=1213 14 1374 1456 11 157 51 130 0 159 376 2 0 1 4 15 16 51 1 3
split_gain=0.000424323 0.000412315 0.00026002 0.00027908 0.000233973 0.000188506 0.000209315 0.000204599 0.000269545 0.00025388 0.000288061 0.000360871 0.000363116 0.000357287 0.00035725 0.000263136 0.000250488 0.000196073 0.000137887 0.000134771
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 -0.077534999999999979 0.013805000000000001 -1.0000000180025095e-35 0.18055000000000002 0.096890000000000018 0.085185000000000025 0.10836000000000003 -0.070894999999999986 0.10937500000000001 0.24280000000000004 0.088345000000000021 -0.057604999999999996 0.11463000000000002 0.087545000000000026 -0.075679999999999983
decision_type=2 2 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 -7 9 10 11 12 14 -13 15 16 -9 18 -8 -14
right_child=1 -3 3 4 -6 6 17 8 -10 -11 -12 13 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00085640764503823691 -0.00067449805457753286 -0.00088997201610032414 -0.0006456178133970044 0.00063697426373612246 -0.00049002431039372389 -0.00050190055290025412 0.00030069222864444824 -0.00094076669977178544 0.00081544247601013939 -0.00064332736329782397 -0.00058888182899436933 -0.00074483538387459748 0.00033687375463790014 0.00030817723001550905 0.00077896964875345646 0.00040423367702046409 -3.4444492377536839e-05 1.584225002593201e-06 0.0010011891451778684 0.00096272174366985707
leaf_weight=0.0012704240585972573 0.0010215614628279459 0.001050109429303058 0.0010865901300514845 0.0016937300890274001 0.0012919670877362668 0.0013738575884918161 0.0011432569386859151 0.001069534243899984 0.0010716204089648304 0.0010994460026848224 0.0012132068650256784 0.001625994283807137 0.0012399096024504064 0.0012652238207642649 0.0012949511056826318 0.0014585155805987293 0.0018181612913489575 0.0015017761015849174 0.0013571837664552999 0.0019624085065008054
leaf_count=592 66 112 312 323 123 226 111 263 31 219 65 181 116 118 101 288 313 122 111 117
internal_value=0 2.26513e-05 6.01033e-05 9.06496e-05 0.000124721 0.000160515 0.00012114 4.71616e-05 9.70547e-05 4.22516e-05 0.000100466 0.000171735 0.000320739 -0.000284027 9.38638e-05 -0.000110263 -0.000370125 0.000426 0.000680906 0.000720399
internal_weight=0 0.026639 0.0255889 0.0245673 0.0234807 0.0221888 0.020495 0.0164928 0.015119 0.0140474 0.0129479 0.0117347 0.00884348 0.00289122 0.00564116 0.00434621 0.0028877 0.00400222 0.00250044 0.00320232
internal_count=3910 3318 3206 3140 2828 2705 2382 2038 1812 1781 1562 1497 1198 299 965 864 576 344 222 233
is_linear=0
shrinkage=0.00148603


Tree=1948
num_leaves=14
num_cat=0
split_feature=150 2 150 11 151 15 16 48 484 52 16 43 13
split_gain=5.94706e-05 0.000118102 0.000136873 0.000100459 9.95044e-05 8.65661e-05 0.000173797 0.000103551 0.000117877 0.000136042 8.77724e-05 0.000158488 0.000124972
threshold=0.083205000000000015 0.11125500000000001 0.090695000000000012 0.079700000000000007 -0.03268999999999999 -0.24219999999999997 -0.38486499999999996 0.091555000000000011 0.073820000000000011 -0.014099999999999998 -0.15168999999999996 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7 8 9 -8 -11 -12 -13
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 11 12 -14
leaf_value=-0.0015860525011971601 0.0014599931382312508 0.0022753467446883541 -0.0015239684979761045 -0.0018872871079421902 0.0017773467588794063 -0.0022663536527282131 -0.0018837404992999602 0.0019069066678040348 0.0017521711140025438 0.0013778152536009771 -0.0016546213118082704 -0.00066321267460071832 0.0020546912490938046
leaf_weight=0.0013851010344018881 0.0011061995227303603 0.0011945642577081139 0.0012078972742868566 0.0011867012159011156 0.0011122226833752075 0.0011555403321689738 0.0015695531495808282 0.0012331527098128079 0.0012530083853409708 0.0015893365603054706 0.0018729432178003057 0.0012716777922750361 0.0012702138894394449
leaf_count=311 139 131 234 224 250 156 446 222 232 67 944 437 117
internal_value=0 0.000710326 -9.75559e-05 -0.000176576 -2.85307e-05 0.000146468 -1.52644e-05 0.00024331 1.08941e-05 -0.000277185 0.000142785 -0.000301825 0.000694957
internal_weight=0 0.00350866 0.0023141 0.0148995 0.0137127 0.0123276 0.0112154 0.0100599 0.00882673 0.00757372 0.00600417 0.00441483 0.00254189
internal_count=3910 504 373 3406 3182 2871 2621 2465 2243 2011 1565 1498 554
is_linear=0
shrinkage=0.0061288


Tree=1949
num_leaves=24
num_cat=0
split_feature=1213 14 44 3 51 48 2 0 457 16 133 130 159 42 43 3 43 3 457 3 42 16 1
split_gain=0.000375891 0.00033252 0.00026443 0.000329318 0.000281165 0.000288547 0.000385158 0.000435772 0.000290897 0.000314391 0.000241776 0.000264353 0.00028825 0.000292005 0.00031579 0.000215189 0.000196568 0.000195758 0.000194361 0.000228793 0.000193212 9.81423e-05 7.86727e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.085085000000000008 0.24227500000000002 0.13339000000000004 0.11930500000000001 0.11542500000000001 -0.09601999999999998 -0.067474999999999993 -0.50763499999999995 -0.085714999999999986 -0.0015749999999999998 0.10276500000000001 -0.10770999999999999 -0.18906999999999999 -0.078669999999999976 -0.074254999999999988 0.084925000000000014 0.084620000000000015 0.092005000000000017 0.085330000000000003 -0.073459999999999984 0.087480000000000016
decision_type=2 2 2 2 2 2 2 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 -2 -10 22 -12 13 -13 -15 20 -17 -18 19 -19 21 -16 -11
right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 11 12 -14 14 15 16 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00089772001976514478 -0.00077061763834171079 -0.00088604574152945591 -0.00074628054905503049 0.00099780629441719262 -0.00071612171107192412 -0.00070011974608518389 0.0014849170026997661 5.0752643707627042e-05 0.00092999734300238616 0.00024031261258240536 -0.00080918251011415879 -0.00062760552581366176 -0.00077297166600849565 0.0009125563681122524 0.00036052615742224046 0.00078127604795399572 -0.00034728043307328903 0.0011493151990555229 -0.00024755447592969922 0.00016170330878696547 -0.00078486888790124274 -0.00031781620551229691 0.00086926548411913826
leaf_weight=0.0012285559136046694 0.0010536624955246173 0.0010268758959076077 0.0010374467739211459 0.0010514073239523405 0.001194932535349239 0.00115253452480124 0.0011605580105944965 0.001121389683893268 0.0011939394590640339 0.0010067346503493243 0.0010453732292196255 0.0012942649246059168 0.0010706058950708123 0.0014426032834764487 0.0011972211176368101 0.0015213084164443641 0.0017006031926725274 0.0010771593745175778 0.0011179026178567142 0.0015259467677131155 0.0011649661564183608 0.0011031682114327479 0.0011433832531522192
leaf_count=592 233 112 55 161 152 78 73 230 105 250 147 80 185 38 161 220 250 20 36 63 346 251 72
internal_value=0 2.99314e-05 6.55909e-05 9.88302e-05 5.99147e-05 0.00010007 0.000142103 0.000780143 6.8041e-05 0.000115537 5.96866e-05 -1.28836e-05 4.56733e-05 0.000112348 0.00019316 9.34506e-05 0.000260118 0.000113881 0.000324644 0.000570375 -0.000240472 3.52222e-05 0.000574775
internal_weight=0 0.027404 0.0263771 0.0253397 0.0242883 0.0230933 0.0219408 0.00228195 0.0196588 0.0186052 0.0174112 0.0152611 0.0142157 0.0131451 0.0118509 0.0104083 0.00694292 0.00542161 0.00372101 0.00260311 0.00346536 0.00230039 0.00215012
internal_count=3910 3318 3206 3151 2990 2838 2760 303 2457 2224 2119 1797 1650 1465 1385 1347 589 369 119 83 758 412 322
is_linear=0
shrinkage=0.0016407


Tree=1950
num_leaves=23
num_cat=0
split_feature=1213 14 1456 453 38 124 402 40 4 0 49 1 157 52 1 3 4 52 4 52 4 15
split_gain=0.00047135 0.000421294 0.00034415 0.000211692 0.00024909 0.000277603 0.000291422 0.000240638 0.000248767 0.000247908 0.000249786 0.000396934 0.000239553 0.000221594 0.000342604 0.000542564 0.000222554 0.00031415 0.000416206 0.000179204 0.000164463 7.51959e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.062739999999999976 -0.23071499999999998 -0.017269999999999997 -0.085974999999999982 0.10134000000000001 -0.077534999999999979 0.091210000000000013 0.11097000000000001 -0.073984999999999981 0.05309500000000001 -0.07984999999999999 -0.078094999999999984 0.09716000000000001 0.053925000000000008 -0.10071499999999999
decision_type=2 2 2 2 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 -7 19 10 11 -10 -12 14 16 -16 17 -14 -19 -9 -15 -18
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 12 -13 13 20 15 -17 21 18 -20 -21 -22 -23
leaf_value=-0.00092574353220351349 -0.00074546545262090815 -0.00090871175595833953 0.00079949849899661795 -0.00049298515636440052 -0.00056061679155503029 -0.00052112156076636958 0.00083883760913878015 -0.00058529391079884235 -0.00094161518658058836 0.00093891874561806302 0.00092252301050366561 0.00035869404522924201 0.00063237609662984825 0.001011271222394204 0.00031394449550993183 -0.0011040426525299335 0.00095018019007665788 0.00033868527104223193 -0.00077853035609539844 0.00019232154563144177 0.00016828963319645728 0.0003773054151665579
leaf_weight=0.0012203783441862145 0.001123943279297236 0.0010401823572964144 0.0015410148939584553 0.0012617110125561206 0.0010985200264611297 0.0013859961869209644 0.0012632535019004012 0.0017226622018369142 0.0011218419234466101 0.0010010620587536526 0.0010845980984472434 0.001038799570707738 0.0015041362514948932 0.0011352141091241505 0.0012196971645552779 0.001260813557109268 0.0010414315138864705 0.0015503023669184391 0.001514542164815726 0.0011258973493870339 0.0010002233384487358 0.0010644883240727293
leaf_count=592 312 112 251 90 87 127 270 186 93 92 231 47 185 330 48 93 47 247 244 39 51 136
internal_value=0 3.72352e-05 7.49923e-05 0.000111973 0.000144213 0.00017851 0.000133016 8.79197e-05 0.000133832 0.000209326 0.000159081 -0.000316449 0.000242104 0.000176743 7.41897e-05 -0.000406801 0.000252934 6.50314e-05 -0.000213405 -0.00027794 0.000616425 0.000660607
internal_weight=0 0.0271003 0.0260601 0.0249362 0.0236745 0.022576 0.021035 0.0197717 0.0183857 0.0155372 0.0145361 0.00216064 0.0123754 0.0112908 0.00915541 0.00248051 0.0066749 0.00456898 0.00306484 0.00284856 0.00213544 0.00210592
internal_count=3910 3318 3206 2894 2804 2717 2466 2196 2069 1844 1752 140 1612 1381 1000 141 859 676 491 225 381 183
is_linear=0
shrinkage=0.00151575


Tree=1951
num_leaves=21
num_cat=0
split_feature=14 1213 1456 38 124 13 43 457 42 2 2 2 2 48 4 4 52 43 16 12
split_gain=0.000479436 0.000360894 0.000310302 0.000205836 0.000440982 0.000306958 0.000274998 0.000330038 0.000327053 0.000251209 0.000397258 0.000528746 0.000296273 0.000211015 0.000155545 0.000201883 0.000167468 0.000208422 0.000134557 0.000104501
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.094679999999999986 0.0041500000000000009 -0.068264999999999978 -0.10770999999999999 0.11230000000000001 0.106035 0.094010000000000024 0.11635500000000001 0.092065000000000022 0.074650000000000008 -1.0000000180025095e-35 -0.082554999999999976 -1.0000000180025095e-35 -0.27337499999999998 0.095295000000000019
decision_type=2 2 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 13 7 -7 -9 10 11 14 -11 18 15 16 -10 -18 -6 -20
right_child=-2 2 3 -5 5 6 -8 8 9 12 -12 -13 -14 -15 -16 -17 17 -19 19 -21
leaf_value=-0.0008812847849302525 -0.001076502134998652 -0.00079137143205574147 0.0009188911083317467 -0.00057768741579499274 0.001132906225664979 -0.00077976720345888375 -0.00065012393351869091 -0.00068998355719299836 1.872843890335827e-06 -0.00095748575932183956 0.0012350863582066508 -0.00065207391454629327 0.00014810345597445041 -0.00013316270916602526 0.00084723503511958866 -0.00018733154338220918 0.00023696376688092942 0.0011316773822495328 0.00076339914311200651 9.9000111180071057e-05
leaf_weight=0.0011282133663302598 0.0011015134792003991 0.0010885637590332077 0.0017906640278818947 0.0011408957488475415 0.0010535680564053573 0.0012217654624509791 0.0017299193036674756 0.0012614312161612759 0.0014391835917170704 0.0010171369477727501 0.001099631213170583 0.0016434181140348586 0.0018198964445689456 0.0012920265550123988 0.0015009730194688042 0.0018943452463834861 0.0013830609611146672 0.0014209009688386214 0.0012926764364447575 0.0012568705936940594
leaf_count=578 126 312 262 88 94 194 325 127 178 51 102 217 213 83 65 151 556 50 109 29
internal_value=0 2.74094e-05 6.6321e-05 0.000103285 0.000135499 7.26691e-05 -2.92763e-05 3.91248e-05 0.00010822 0.000184391 0.000302629 0.00019216 -0.000248274 0.000435698 0.000373797 0.000258014 0.000456838 0.000690358 0.000639683 0.000435865
internal_weight=0 0.0274751 0.0263469 0.0252584 0.0241175 0.0223268 0.0174317 0.0157017 0.01448 0.0132185 0.0103815 0.00928188 0.00283703 0.00489514 0.00763846 0.00613749 0.00424315 0.00280396 0.00360312 0.00254955
internal_count=3910 3784 3206 2894 2806 2544 2229 1904 1710 1583 1319 1217 264 315 1000 935 784 606 232 138
is_linear=0
shrinkage=0.0016407


Tree=1952
num_leaves=22
num_cat=0
split_feature=1213 1456 14 1374 11 3 160 1 0 133 3 2 131 3 16 15 15 47 2 13 42
split_gain=0.000492254 0.000427554 0.00037247 0.000276378 0.000241646 0.000200338 0.000205643 0.000190195 0.000378641 0.00044659 0.00033874 0.000379118 0.000282343 0.000281589 0.000210663 0.000429211 0.000190823 0.000178056 0.000153888 0.000169932 0.000110394
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.088315000000000018 -0.15002999999999997 -0.23073999999999997 1.0000000180025095e-35 -0.083674999999999986 0.083815000000000014 0.090325000000000003 1.0000000180025095e-35 0.097135000000000013 0.16699000000000003 0.054425000000000008 -0.098459999999999978 -0.094924999999999995 0.09252500000000001 0.10393500000000001 -0.074599999999999986 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
left_child=-1 -2 3 -3 5 -5 -7 8 9 -8 11 12 17 14 15 -12 -13 20 19 -10 -9
right_child=1 2 -4 4 -6 6 7 10 18 -11 13 16 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0010147196189478533 -0.00092703857677562263 -0.0007105028886155337 -0.00086648142876651654 0.0006718764620787422 -0.00052744823394166879 -0.00055365347246601529 -0.0013283124912593686 -1.7487533375602444e-06 0.00083453796879442706 4.3962275235404492e-05 -0.0005713320430662433 0.0015224881793995282 0.0010052463571153464 0.00061504781714268833 -0.0008452377864750706 0.00063617857237960741 0.00062203063848118305 -0.00040962322466864026 -0.00021783168814528997 9.478786669196952e-05 0.00069962836835463585
leaf_weight=0.0012419344084715614 0.0011790580767409775 0.0010375012118366547 0.0010699997516550033 0.0019312938108680079 0.0013366977816016137 0.0010783787842739137 0.0010771615895284817 0.0012794499515013068 0.0014354862389672762 0.0014257814780455139 0.0016440744416907904 0.0011081785546969217 0.0010074077700563677 0.0013757152755917851 0.0010554234116315619 0.0014189932313493081 0.0013515890647915474 0.0013932833652305909 0.0013954246968355954 0.0018248272350352241 0.0010630624683434647
leaf_count=592 332 66 92 141 123 293 297 207 90 304 49 130 69 152 72 63 111 97 166 290 174
internal_value=0 2.05867e-05 6.30541e-05 0.00010246 0.00013731 0.000176172 0.00013044 0.000167594 -4.20685e-05 -0.000546607 0.000285801 0.00051526 0.000249511 -1.50217e-05 -0.000225486 -1.19421e-05 0.00102771 4.57172e-05 0.000229173 0.000420493 0.000316545
internal_weight=0 0.0274888 0.0263097 0.0252397 0.0242022 0.0228655 0.0209342 0.0198559 0.00715868 0.00250294 0.0126972 0.00720297 0.0047432 0.00549421 0.00411849 0.00306307 0.00245977 0.0037358 0.00465574 0.00326031 0.00234251
internal_count=3910 3318 2986 2894 2828 2705 2564 2271 1147 601 1124 788 547 336 184 112 241 478 546 380 381
is_linear=0
shrinkage=0.00160853


Tree=1953
num_leaves=14
num_cat=0
split_feature=403 484 11 16 2 0 0 52 48 3 16 1 0
split_gain=6.68798e-05 0.00010013 8.7306e-05 8.60146e-05 0.000155275 0.000193218 0.00016294 0.000149887 0.000114238 0.000101201 7.0912e-05 0.000108891 6.52903e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.41862999999999995 0.10910500000000002 0.12500000000000003 -0.017269999999999997 -0.092854999999999979 0.086935000000000012 0.12046500000000002 -0.11180499999999999 0.092010000000000022 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 10 -6 -9 12 -12
right_child=1 -3 -4 4 9 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0017048391636031481 -0.0010453994113480535 -0.0020522065332804901 -0.0015754289152308701 -0.0016876452065742336 0.0033459095228763848 -0.0027193996679017777 0.0030714732024627184 0.0024106441222203844 -0.0013899146497561763 0.00081794449441764845 0.00023711810913760683 -0.001302649782507782 0.0023477815134187105
leaf_weight=0.0010888454969931764 0.0018795063872235037 0.0010170494412301409 0.0012391361445220203 0.0017619556174534321 0.0013914872879169414 0.0010493506109723267 0.001055753452438018 0.0014093527623643921 0.001150954571684501 0.001800375152252856 0.0014545401165187996 0.0011081063595471952 0.0014509894826932315
leaf_count=930 319 264 206 353 274 50 138 115 190 140 384 215 332
internal_value=0 9.26076e-05 0.000222828 0.000366473 0.000561122 0.000145705 0.00046583 0.000135821 0.000624549 0.00192001 0.00105209 0.000575047 0.00129116
internal_weight=0 0.0177686 0.0167515 0.0155124 0.0136329 0.010441 0.00939165 0.0083359 0.00657394 0.00319186 0.00542299 0.00401364 0.00290553
internal_count=3910 2980 2716 2510 2191 1777 1727 1589 1236 414 1046 931 716
is_linear=0
shrinkage=0.00704007


Tree=1954
num_leaves=23
num_cat=0
split_feature=1213 14 1456 13 132 52 48 157 52 3 4 4 0 3 4 16 15 2 1 4 52 3
split_gain=0.000477057 0.000380335 0.000327512 0.000250954 0.00032919 0.000203411 0.00022009 0.00018997 0.000199331 0.000441195 0.000371655 0.000300144 0.000260614 0.000274116 0.000177512 0.000266022 0.000175988 0.000166478 0.000245897 0.000224926 0.000437224 0.000207094
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.091229999999999992 0.085645000000000013 0.10062000000000001 0.092065000000000022 -0.077534999999999979 0.10433000000000002 0.11265500000000002 -0.23071499999999998 0.074650000000000008 -0.06402999999999999 -0.074234999999999982 -0.077679999999999985 -0.25582999999999995 -0.008624999999999999 0.086915000000000006 0.078340000000000007 0.05309500000000001 0.071660000000000015 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
left_child=-1 2 -2 5 7 6 14 -5 9 10 -9 16 17 -14 -4 -16 -10 19 -19 20 -12 -20
right_child=1 -3 3 4 -6 -7 -8 8 11 -11 12 -13 13 -15 15 -17 -18 18 21 -21 -22 -23
leaf_value=-0.0009594867534414948 -0.00076403510046259759 -0.00087135094504753048 0.0012277925278812688 0.00050397259332431513 0.00073888917662741046 -0.00016303473409589998 3.7713049309984437e-05 -0.00089185871938349108 0.0010622539483071741 -0.00087966611196869699 -0.0012078768618913709 -0.00040805163039028998 0.00095608905756452782 -9.9639099294329621e-05 0.0010094667554730985 -7.7132459230426655e-05 0.0001685316596014891 -0.00046061428379847699 0.00091472628636295595 0.00015539576608176051 0.00013877263420990023 1.9346066908572728e-05
leaf_weight=0.0012143677423648294 0.0010834836699378471 0.0010724121989481297 0.0011731109970998244 0.0013971869643777382 0.0013910492600984195 0.0013256637245157576 0.0015448326605372042 0.0011479749975755677 0.0010057369100211488 0.0018291045113656432 0.0013347230569922429 0.0010791677679845013 0.0013131452262520327 0.0010643860389432007 0.0011061931192221652 0.0010495368237865557 0.0011056477536329134 0.0011597170695820253 0.0010724966667030392 0.001406139566020051 0.0010142183378836767 0.0014553144147768649
leaf_count=592 312 112 59 307 209 98 91 133 98 86 376 80 90 106 76 113 189 434 97 76 123 53
internal_value=0 3.09938e-05 6.81284e-05 0.000104229 1.51782e-05 0.00037394 0.00052 -4.27292e-05 -9.0506e-05 -0.000176704 -5.94739e-05 0.000255231 3.7832e-05 0.000483455 0.000743817 0.000480446 0.000594247 -0.000104522 0.000128816 -0.000333662 -0.000626425 0.000399237
internal_weight=0 0.0271312 0.0260588 0.0249753 0.018776 0.00619934 0.00487367 0.017385 0.0159878 0.0127972 0.0109681 0.00319055 0.00982014 0.00237753 0.00332884 0.00215573 0.00211138 0.00744261 0.00368753 0.00375508 0.00234894 0.00252781
internal_count=3910 3318 3206 2894 2457 437 339 2248 1941 1574 1488 367 1355 196 248 189 287 1159 584 575 499 150
is_linear=0
shrinkage=0.00154607


Tree=1955
num_leaves=14
num_cat=0
split_feature=13 1 0 133 15 12 52 39 47 157 160 48 4
split_gain=6.32394e-05 0.000126658 0.000251454 0.000134053 0.000125927 0.000106831 9.42209e-05 0.000151291 0.000154416 0.000116481 0.00019791 0.000208782 0.0001091
threshold=-0.45122499999999993 1.0000000180025095e-35 -0.089879999999999974 0.086975000000000011 0.090505000000000016 0.085465000000000013 -0.27466499999999994 0.005105000000000001 0.09252500000000001 -0.062539999999999984 -1.0000000180025095e-35 0.086285000000000014 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 -3 8 9 -8 -11 12 -12
right_child=1 4 3 -5 -6 -7 7 -9 -10 10 11 -13 -14
leaf_value=0.0013477402731942392 -0.0038216777793527944 -0.0012733318016348628 0.0022243861885087265 -0.0023396950653420444 -0.0019681970684770635 -0.00046016105059617498 0.0026968638078312857 0.0028275915581540143 -0.0013318537232166836 -0.0018468245021964137 0.0011636269586062188 -0.00085530677792078824 0.0039702365855068776
leaf_weight=0.0014498556242087532 0.001139763967689755 0.0012760961251553357 0.0010695167254895924 0.001008727630564258 0.001072777254552724 0.00185768458208058 0.0012572158991430724 0.0013048760072011537 0.0019293680632209154 0.001340716059604649 0.0015738734513074358 0.001518641963964007 0.0010621749978565465
leaf_count=112 462 184 243 610 339 660 155 316 207 142 253 100 127
internal_value=0 -0.000123137 -0.00102286 -0.000212385 0.000247066 0.000520697 0.000458066 0.0006793 0.000356418 0.000838793 0.000413712 0.00114319 0.00229453
internal_weight=0 0.0174114 0.00507569 0.00393593 0.0123357 0.0029272 0.011263 0.00998687 0.00868199 0.00675262 0.00549541 0.00415469 0.00263605
internal_count=3910 3798 1975 1513 1823 903 1484 1300 984 777 622 480 380
is_linear=0
shrinkage=0.0067667


Tree=1956
num_leaves=14
num_cat=0
split_feature=484 15 12 42 15 124 13 12 15 16 2 2 4
split_gain=6.65725e-05 7.4763e-05 0.000255224 0.000104276 0.000250822 0.000177465 0.000144728 0.000209199 0.000313753 0.000138817 0.00011327 0.000140256 6.17398e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.035939999999999993 -0.018779999999999995 -0.10241499999999999 1.0000000180025095e-35 -0.038029999999999987 0.0015250000000000001 0.11230000000000001 0.090695000000000012 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 9 -2 -7 8 10 -5 11 -8 -4
right_child=1 2 12 4 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0016734143021739226 -0.0018968976459230434 -0.0027305173698701072 0.0019680189122207176 -0.0010329442146761202 -0.0035841857357423648 0.0030646800882024841 -0.00071508835791209916 -0.0018923093677929023 0.0041539749651318776 0.0026480054943770486 -0.0016298764938811005 0.0031412687957748245 -0.00030195347434573119
leaf_weight=0.0012526958511413387 0.0011779344215330717 0.0019845071504029496 0.0013053744754108476 0.0012066783606033069 0.0011336932526913495 0.0018163298088284055 0.0010704370765505233 0.0013867356504732101 0.0015680313869472773 0.0010869528644857629 0.0012899393555808325 0.0010357566351367753 0.001371345818186237
leaf_count=612 192 421 518 355 185 159 64 476 134 220 94 66 414
internal_value=0 0.000109662 -0.000700204 0.000405217 -0.000709458 0.000814022 0.00120501 0.000673152 0.00138981 0.00071146 0.000113568 0.00118134 0.000805059
internal_weight=0 0.0174337 0.00466123 0.0127725 0.00342732 0.00934516 0.00816723 0.0063509 0.00496416 0.00229363 0.00339613 0.00210619 0.00267672
internal_count=3910 3298 1353 1945 760 1185 993 834 358 575 224 130 932
is_linear=0
shrinkage=0.00747098


Tree=1957
num_leaves=15
num_cat=0
split_feature=4 150 160 133 47 1 16 3 52 49 4 4 3 13
split_gain=6.64357e-05 0.000118872 0.000123151 0.000145964 0.000109308 0.000139533 0.000123796 0.000113266 0.000200701 0.000168975 0.000200602 0.00010552 8.33847e-05 6.52839e-05
threshold=0.27608500000000008 -0.081029999999999977 -0.082384999999999986 -0.090054999999999982 0.092255000000000018 0.11215000000000001 -0.055679999999999993 0.11476000000000001 0.048490000000000012 -0.081629999999999994 0.0051950000000000008 -0.08422499999999998 0.10856000000000002 -1.0000000180025095e-35
decision_type=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 13 -10 -2 -11
right_child=12 2 3 4 6 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.0020359527322272829 0.0022795064282158193 -0.0020673175463464559 -0.0025400679902505764 0.000923430716277246 0.0031540588040704929 -0.0023706980554301714 -4.9222286274974894e-05 0.0017847277600950985 -0.00019746454550349571 -0.0017582749562947441 0.00035950024210327347 0.0026581286344624709 -0.0001745615335595014 -0.0040734159191297865
leaf_weight=0.0010456618051944413 0.001224501574755915 0.0016503848573922184 0.0010405422106795252 0.0014275780969820219 0.0010441476406884281 0.0011953400320203903 0.0011730252569305969 0.0015030482279208002 0.0010904964531056327 0.001008431092709745 0.0012285753132759251 0.0012974872293780408 0.0013145596402582144 0.0012477808253255288
leaf_count=109 286 668 435 142 84 141 145 51 220 570 191 397 155 316
internal_value=0 -0.000169505 -0.00032421 -0.000107199 0.000100031 -0.000201385 0.00145932 9.31684e-05 -0.000255102 -0.00103736 -0.00184062 0.00135409 0.00100895 -0.00303865
internal_weight=0 0.0159525 0.0149068 0.0132565 0.0122159 0.00999874 0.00221717 0.0088034 0.00730035 0.00491237 0.00348479 0.00238798 0.00253906 0.00225621
internal_count=3910 3469 3360 2692 2257 2028 229 1887 1836 1219 1077 617 441 886
is_linear=0
shrinkage=0.0067667


Tree=1958
num_leaves=14
num_cat=0
split_feature=1 457 15 11 43 48 0 16 2 4 16 0 15
split_gain=6.31331e-05 9.18532e-05 9.75398e-05 7.77386e-05 0.000123309 0.000136541 0.000134732 0.000132701 0.000131342 0.000169918 0.00013734 7.39667e-05 7.36847e-05
threshold=0.12864500000000004 0.088055000000000008 0.099325000000000011 0.08184000000000001 -0.053009999999999995 0.086665000000000006 -0.077944999999999987 -0.19424999999999998 0.11260500000000001 -1.0000000180025095e-35 0.081265000000000018 -0.053834999999999994 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 9 10 12 -2 -9
right_child=11 -3 -4 -5 7 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0013180167858743714 0.0022425641092707433 0.0013984182913840571 -0.002502496329461723 -0.0020169432750358858 -0.002304982982341094 0.0032185544511906558 0.0015259519538724348 0.0023320353874909318 0.0022336434427956617 -0.002727607968365593 -0.001904903142048113 -0.00030560500986661325 -0.00019762067525793089
leaf_weight=0.0015730902523491148 0.0012941266210821332 0.0017177786539079578 0.0010168903424284401 0.0011060278104707008 0.0017733055991619746 0.0010247860006804242 0.0018921463726714605 0.001349728657809128 0.0010532394735520978 0.00134882771953998 0.0010381964798630086 0.0010756227009797543 0.0010601074262526905
leaf_count=791 182 179 352 188 164 226 345 137 112 239 115 149 731
internal_value=0 -0.00017015 -0.000359416 -0.000194562 -2.81674e-05 0.000915874 0.000234895 -0.000584188 -6.25732e-05 -0.00056675 0.000278551 0.00108596 0.00121922
internal_weight=0 0.0159541 0.0142363 0.0132195 0.0121134 0.00449002 0.00346524 0.00762341 0.0058501 0.00479686 0.00344803 0.00236975 0.00240984
internal_count=3910 3579 3400 3048 2860 1362 1136 1498 1334 1222 983 331 868
is_linear=0
shrinkage=0.00718087


Tree=1959
num_leaves=22
num_cat=0
split_feature=14 1213 1456 11 3 457 1374 1 150 2 131 52 15 0 3 2 4 0 13 4 4
split_gain=0.000497493 0.000406069 0.000340757 0.00023769 0.000252415 0.000210485 0.000229934 0.00020732 0.000406267 0.000311437 0.000263096 0.000306253 0.000237347 0.000410884 0.000223691 0.000320476 0.000219972 0.000190564 0.000186092 2.4859e-05 2.3212e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -0.067474999999999993 -0.049459999999999997 1.0000000180025095e-35 0.079335000000000017 0.10393500000000001 0.097135000000000013 -0.24456499999999998 0.085120000000000015 -0.070894999999999986 0.090325000000000003 1.0000000180025095e-35 0.24280000000000004 -0.084304999999999977 0.068400000000000002 0.22584000000000001 -0.0037349999999999992
decision_type=2 2 2 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 -6 -7 9 10 12 11 -9 13 20 15 17 -16 19 -4 -13 -8
right_child=-2 2 3 -5 5 6 7 8 -10 -11 -12 14 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00093449896029583804 -0.0010816518118324141 -0.00083031200145923024 0.0010774188226505273 -0.0005519755809765747 -0.000483052354653485 -0.00059219165805247996 -0.00076881653815372066 -0.00074381565158627852 0.0010867385931346888 -0.00076432337482320396 0.00096021071927493483 -0.00031805413494100598 0.00067446440605490362 0.00052646246617583979 -0.00051682704618086672 0.0011164475209984083 0.00029052857625052063 0.00070894438367012603 0.0002508381672893141 4.3721725771272478e-05 -0.0004175407914696216
leaf_weight=0.0011427306077469853 0.0011425420455580251 0.0010984299733201161 0.0012239482959360516 0.0014086108407980183 0.0016615561383925689 0.0011311474110620159 0.0010215937108511361 0.0010445244898147311 0.0015349565822809228 0.0013589248454190794 0.0010480380420715427 0.0010248310085494384 0.0014743354931627539 0.0015556725441015799 0.0017701128257261445 0.0013415893833351802 0.0018661743861521224 0.0011013891652543869 0.0018285311237620228 0.001020307777649429 0.0010040626522156218
leaf_count=578 126 312 89 123 238 79 292 83 208 217 102 109 355 46 104 148 102 239 112 40 208
internal_value=0 2.31247e-05 6.43901e-05 0.000103051 0.000141477 7.72802e-05 0.000125526 0.000170215 0.000299707 -6.70227e-05 0.000181466 9.24532e-05 0.000120406 -0.000107684 0.000199969 0.000445019 -0.000102485 0.000158741 0.000582271 -0.000137566 -0.000594699
internal_weight=0 0.0276615 0.0265187 0.0254203 0.0240117 0.0209592 0.0192977 0.0181665 0.0117519 0.00641459 0.010217 0.00916893 0.00505566 0.00358133 0.0081244 0.00448812 0.00363629 0.00314653 0.00305248 0.00204514 0.00202566
internal_count=3910 3784 3206 2894 2771 2570 2332 2253 1135 1118 927 825 901 546 742 536 206 388 201 149 500
is_linear=0
shrinkage=0.0016407


Tree=1960
num_leaves=21
num_cat=0
split_feature=14 1213 13 132 52 52 39 457 133 2 2 13 49 50 52 4 49 13 4 0
split_gain=0.000382227 0.000312078 0.000187681 0.00031581 0.000264131 0.000209286 0.000239588 0.000323761 0.000279337 0.000189112 0.000249821 0.000188817 0.000252491 0.000304168 0.000293794 0.000297646 0.000166403 0.000147489 0.000118764 0.000120944
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 0.10062000000000001 -0.40083499999999994 0.090455000000000021 0.072090000000000015 1.0000000180025095e-35 0.097940000000000013 0.1178 -0.0041499999999999983 -0.010424999999999999 0.086815000000000017 0.10701500000000001 -0.10647999999999999 -0.047309999999999998 -0.13934999999999997 -1.0000000180025095e-35 -0.10783
decision_type=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 9 -4 7 8 11 17 -11 -7 -13 14 15 -14 -9 -3 -17 -20
right_child=-2 2 3 -5 -6 6 -8 16 -10 10 -12 12 13 -15 -16 18 -18 -19 19 -21
leaf_value=-0.00082183489616909338 -0.00098379038189564533 -0.00019194157223813437 -0.00076674223531266556 0.0006873871716775253 -0.00032963260533746522 -0.00063052246223228782 0.00057277854265508571 0.000643780513547045 -0.00092457552484866579 0.0013439169526351998 0.00026722236052139351 -0.00060693240084261943 -0.0007071032429866867 -0.00066507234558222381 0.00096289119282150974 0.00069647679212554215 -0.00014392540836524319 0.00059594239866094781 -0.00028243266782386592 0.00041824041657023041
leaf_weight=0.0010826168480896408 0.001012724007154491 0.0013055963040083107 0.0010774440280582149 0.0015075177318452778 0.0013146395633787666 0.0016505385048996542 0.0015223869441059771 0.0019866462115080696 0.0012935827839194248 0.0011571383782453815 0.0010760909947813146 0.001633842739401703 0.0010188134708606356 0.0011426369768797739 0.0011713389426564191 0.0011775351785592997 0.0010663329779710415 0.0011617550720520826 0.0012358853676239789 0.0013162359005675466
leaf_count=578 126 79 336 245 106 514 181 122 759 68 113 74 65 108 46 87 98 85 40 80
internal_value=0 2.3541e-05 6.04212e-05 -1.87033e-05 0.000307727 -8.0256e-05 -3.4643e-05 -9.75781e-05 -0.000219859 0.000485981 0.000825107 -0.000131753 -3.7088e-05 9.47411e-05 0.0002414 6.34243e-05 0.000368654 0.000179034 0.000273906 7.89338e-05
internal_weight=0 0.0258986 0.024816 0.0188007 0.00601522 0.0172932 0.0162158 0.0146934 0.0116404 0.00470058 0.00223323 0.0103468 0.00869629 0.00706245 0.00591981 0.00474847 0.00305298 0.00246735 0.00372966 0.00255212
internal_count=3910 3784 3206 2755 451 2510 2174 1993 1773 345 181 1014 500 426 318 272 220 164 207 120
is_linear=0
shrinkage=0.00160853


Tree=1961
num_leaves=22
num_cat=0
split_feature=14 1213 1456 38 124 402 151 40 13 12 47 43 16 50 457 16 160 0 4 47 15
split_gain=0.000460944 0.000381065 0.000330654 0.000211561 0.000390377 0.000333851 0.000260534 0.000242106 0.000331333 0.000336681 0.000257955 0.000387351 0.000246764 0.000246266 0.000269534 0.000191294 0.00019137 0.000387549 0.000258592 0.000121873 2.24649e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.083919999999999981 -0.062739999999999976 -0.10023999999999998 0.089445000000000011 0.10589000000000001 0.0033500000000000005 0.16388500000000003 0.082310000000000008 -0.067474999999999993 0.0015250000000000001 0.086620000000000016 -0.10943499999999999 -0.078094999999999984 0.13177500000000003 -0.093099999999999974
decision_type=2 2 2 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 20 -8 9 -9 11 12 13 14 -10 16 17 -16 -19 -12 -6
right_child=-2 2 3 -5 5 -7 7 8 10 -11 19 -13 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=-0.00089759381653467302 -0.0010332441064161313 -0.00080316232479686861 0.00086794805753508694 -0.00056184964017741619 -0.00068213331349573569 0.00085633359451948695 -0.00058136581714360932 0.0013061614517685804 -0.00051976296069227454 0.00017624035564412155 0.00092530114778545977 -0.0010065703730154072 -0.00051774056947734358 -0.00050358923919637574 0.001135980729596527 0.00083564608450995513 -0.00030433103813378961 0.00065349445314089798 -0.00039440997457476737 0.00018430853913598488 -0.00034432739536735676
leaf_weight=0.0010991531844673627 0.0010984493096778394 0.0010762233255646346 0.001766903078158826 0.0011633287539923867 0.0010314100641704016 0.0013498765120571734 0.0012880611111318599 0.0011693492788254689 0.0010249695736444268 0.0016381573625827428 0.0010897598953955043 0.0010091900520083222 0.0017529038045265991 0.0013128950478606136 0.0012357726151308547 0.0016823059467976353 0.0013689429839486289 0.0010341426555785472 0.0014831170107553878 0.0012141353968324609 0.0010063414883428453
leaf_count=578 126 312 262 88 96 273 116 114 93 67 70 277 296 236 70 120 74 179 235 29 199
internal_value=0 2.98848e-05 6.95552e-05 0.000107702 0.000140906 8.16839e-05 3.02775e-05 9.10176e-05 0.000141916 0.000646862 4.21396e-05 -5.32085e-05 3.50998e-05 0.000141101 0.000249209 0.000365044 0.000210476 0.000398255 3.6091e-05 0.000534804 -0.000515308
internal_weight=0 0.0267969 0.0256978 0.0246216 0.0234582 0.0216913 0.0203415 0.0183037 0.0170156 0.00280751 0.0142081 0.0119042 0.010895 0.00914215 0.00782925 0.00680428 0.00512198 0.00375303 0.00251726 0.0023039 0.00203775
internal_count=3910 3784 3206 2894 2806 2544 2271 1976 1860 181 1679 1580 1303 1007 771 678 558 484 414 99 295
is_linear=0
shrinkage=0.00160853


Tree=1962
num_leaves=22
num_cat=0
split_feature=14 1213 1456 13 132 52 2 2 52 157 16 16 49 457 12 160 50 2 151 3 13
split_gain=0.000473346 0.000335522 0.000251948 0.000189647 0.000341607 0.00024221 0.000217223 0.000295167 0.000165224 0.000216896 0.000258099 0.000241956 0.000173944 0.000167087 0.000241655 0.000144702 0.000187028 0.000183879 0.000149 0.000180109 0.000136105
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 0.10062000000000001 0.097940000000000013 0.11934000000000002 -0.40083499999999994 -0.077534999999999979 0.24895000000000003 0.050115000000000007 -0.14917999999999998 -0.067474999999999993 0.086935000000000012 0.092810000000000017 0.087260000000000018 1.0000000180025095e-35 -0.044604999999999992 -0.018854999999999997 -0.13934999999999997
decision_type=2 2 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 8 6 20 -8 -5 -10 11 12 -11 -14 15 16 17 -15 -19 -20 -4
right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 -13 13 14 -16 -17 -18 18 19 -21 -22
leaf_value=-0.00072197774629804718 -0.00089884197614033528 -0.00062300635448113244 -0.00015305943768059743 -0.00057340694488013458 0.00064051324108040748 -0.00025316670380782288 0.001231049974905286 0.00020360278312883003 0.00055625040765800891 0.00046712268064829076 0.00041201730860208148 -0.00065078458218486613 -0.0006577928150463062 -0.00023327971146534158 -0.00051372084420391192 -0.00038049361225676523 -0.00039189449455703714 5.2902456606510119e-05 0.00020325570031068277 0.00099165590507942257 0.00051042903905375585
leaf_weight=0.0011396230130443904 0.0011443008756503717 0.00103107693099463 0.0012855767366424936 0.0010851846700170179 0.0015581981957391569 0.001216952629741308 0.0012115719729133279 0.0010014917397685452 0.0012292154791042611 0.0011105488319054233 0.0019863461593494234 0.0015417676415493279 0.001007458606517673 0.0010884700952113989 0.0017935376125354022 0.0011948335964795942 0.001010189903166224 0.0013477850163470806 0.0010272920536127453 0.0012714095298700448 0.0011473342162976142
leaf_count=578 126 312 77 291 232 98 74 105 225 43 102 122 103 134 725 71 68 105 156 80 83
internal_value=0 2.1182e-05 5.48619e-05 8.38451e-05 1.34643e-05 0.000302952 0.00044862 0.000766093 -4.50635e-05 -8.33115e-06 -5.65933e-05 -0.0001317 -5.79496e-05 -0.000117812 -5.55223e-05 6.28925e-05 0.000155105 0.000271805 0.000422572 0.000639319 0.000159834
internal_weight=0 0.0262859 0.0251462 0.0241152 0.0182522 0.00586293 0.00464597 0.00221306 0.016694 0.0156089 0.0143796 0.0123933 0.0108515 0.00974098 0.00873352 0.00693998 0.00574515 0.00473496 0.00364649 0.0022987 0.00243291
internal_count=3910 3784 3206 2894 2457 437 339 179 2225 1934 1709 1607 1485 1442 1339 614 543 475 341 236 160
is_linear=0
shrinkage=0.00140032


Tree=1963
num_leaves=22
num_cat=0
split_feature=14 1213 1456 38 124 13 132 12 133 2 52 16 16 2 51 0 16 0 16 2 2
split_gain=0.000553339 0.000392673 0.000293028 0.000264616 0.000557156 0.000370835 0.000346835 0.000257584 0.000225076 0.000176229 0.00031812 0.000198748 0.000201144 0.000198397 0.000206132 0.000277146 0.000275497 0.000233629 0.000160856 0.000110158 0.000104243
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.094679999999999986 0.085645000000000013 0.089635000000000006 0.086975000000000011 0.096750000000000017 0.10701500000000001 0.050115000000000007 -0.074204999999999979 0.086650000000000019 -0.066709999999999978 -0.053834999999999994 -0.055679999999999993 -0.10209999999999998 -0.091214999999999977 0.092865000000000017 0.10488500000000002
decision_type=2 2 2 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 8 19 9 13 11 12 -11 14 15 -7 17 -16 -15 -6 -9
right_child=-2 2 3 -5 5 6 -8 20 -10 10 -12 -13 -14 18 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00081038366891666535 -0.00097775325586377509 -0.00066652397152236226 0.00088072291735674896 -0.00058209819301997183 0.00048391091411550366 0.00080243619345805178 0.00070680960553581905 0.00036069007949886213 -0.00071701553947027682 -0.00060533007983856215 0.00028438535764067826 -0.001009960116235036 0.00018131350659394974 0.00077550254838599391 -0.00043604068033312095 -0.00020190442335107925 -0.00091168230972367057 0.00035443542767342717 6.1072779475375115e-05 0.001137650243351191 -0.00021403507608144947
leaf_weight=0.0011509598331432827 0.0012261565310397451 0.0011307925395071276 0.0019047599684251194 0.0011795746407602383 0.0012010629328793555 0.001128225636075314 0.0012204754691230854 0.001549568367097659 0.0011598689071710541 0.001654982026072796 0.00163605653833232 0.0010871897042328271 0.001183171750847479 0.0012969578374316254 0.0016010163754039625 0.0012071500265661275 0.0010289267341790746 0.0015736331690024419 0.0013813754637842929 0.0010047727686187669 0.0011799190404468973
leaf_count=578 126 312 262 88 85 76 189 56 612 133 84 190 59 87 41 38 222 259 239 130 44
internal_value=0 2.25593e-05 5.89981e-05 9.15818e-05 0.000124694 5.95162e-05 -4.1709e-05 0.000411454 -9.90259e-05 -5.05245e-05 -0.000255337 -0.00048029 -0.000277393 7.30527e-05 -6.37428e-05 0.000283295 -0.000256546 -4.42118e-05 0.000407029 0.000781694 0.000112244
internal_weight=0 0.0274604 0.0263095 0.0251787 0.0239991 0.0220944 0.017159 0.00493532 0.0159386 0.0147787 0.0055614 0.00392534 0.00283815 0.00921729 0.00653895 0.00233538 0.00420358 0.00317465 0.00267833 0.00220584 0.00272949
internal_count=3910 3784 3206 2894 2806 2544 2229 315 2040 1428 466 382 192 962 636 114 522 300 326 215 100
is_linear=0
shrinkage=0.00145689


Tree=1964
num_leaves=15
num_cat=0
split_feature=484 15 1375 11 48 42 151 13 13 16 12 3 12 16
split_gain=6.8191e-05 7.66414e-05 8.63294e-05 8.84371e-05 0.000158696 0.000144155 0.000119959 0.000110479 0.000192437 0.00015391 0.000264097 0.000140134 0.000138049 7.97841e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.072014999999999982 0.079700000000000007 0.016865000000000002 0.084685000000000024 -0.07299499999999999 -0.094679999999999986 -0.071149999999999977 -0.057604999999999996 0.086865000000000012 -0.053439999999999994 0.051320000000000005 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 11 -9 10 -10 -4 13 -11
right_child=1 2 3 -5 5 -7 -8 8 9 12 -12 -13 -14 -15
leaf_value=-0.0017788127558757709 0.0019068315891080584 -0.002029576124297786 0.0032807017899529394 -0.0020724637037111476 0.0028791736317474248 0.004264625689961052 -0.00057500260385570147 -0.0035129426133567849 -0.0046068578399429787 0.0032348634798034428 0.00065675472605212159 -0.00044400464791675276 -0.0012170548467225599 0.00045637045611526388
leaf_weight=0.0012829998975669782 0.0013817973646907842 0.0012620000623543562 0.0011428083363776292 0.0010647297868721381 0.0010236087150755635 0.0010079230071621814 0.0016518007573933244 0.0012652327700989679 0.0010857372664757883 0.0013556351916612702 0.0013370141812665826 0.0014286129389224347 0.0013550449112483438 0.0012473193747575273
leaf_count=612 291 115 108 201 122 164 241 647 221 106 623 73 305 81
internal_value=0 0.000114401 -3.82272e-05 0.000129698 0.000298373 0.00170926 0.000746561 -0.000210246 -0.000688344 -0.000128257 -0.00170209 0.00121135 0.000835111 0.00190343
internal_weight=0 0.0176093 0.0162275 0.0149655 0.0139007 0.00368333 0.00267541 0.0102174 0.00764598 0.00638075 0.00242275 0.00257142 0.003958 0.00260295
internal_count=3910 3298 3007 2892 2691 527 363 2164 1983 1336 844 181 492 187
is_linear=0
shrinkage=0.00792826


Tree=1965
num_leaves=13
num_cat=0
split_feature=1 4 4 43 43 52 12 47 0 15 4 16
split_gain=6.96199e-05 0.000149245 0.00016032 0.000106799 0.000126344 0.000173033 0.000141259 0.000133419 0.000194826 6.72906e-05 0.00011004 5.85138e-05
threshold=0.087545000000000026 -0.15333499999999997 -0.49837999999999999 -0.24333999999999997 -0.053009999999999995 -0.074484999999999982 0.085665000000000005 0.081320000000000017 -0.15137999999999999 -0.0063699999999999989 -0.06272999999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 -6 -5 8 -7 -3 -11 -9
right_child=3 9 -4 4 5 7 -8 11 -10 10 -12 -13
leaf_value=-0.0015315694222509931 -0.0020100096515304391 -0.0027288285163533745 0.0025137621645244354 0.0047834061520865643 -0.0020261868755128572 0.0040658124461851021 0.00066336794688453562 -0.0022276305518886927 9.2851181125741151e-05 -0.0025218967333406114 0.00087390676071741325 0.00058806498143029447
leaf_weight=0.0011656514006133933 0.0011564954129699842 0.0019971485225910987 0.0017120327902941926 0.0010006854699041784 0.0019218337510335257 0.0016009653285857803 0.0014321182117696951 0.0010197117505512665 0.0019234518352013183 0.0012553868664536517 0.0014623679954268425 0.0010713589286457381
leaf_count=85 61 1029 97 294 241 111 324 57 437 883 198 93
internal_value=0 -0.000634763 0.000875137 0.000410228 0.000690966 0.000152881 0.00235806 0.000898641 0.00189757 -0.00155631 -0.000694685 -0.00078501
internal_weight=0 0.00759259 0.00287768 0.0111266 0.00997013 0.00753732 0.0024328 0.00561549 0.00352442 0.0047149 0.00271775 0.00209107
internal_count=3910 2292 182 1618 1557 939 618 698 548 2110 1081 150
is_linear=0
shrinkage=0.00841354


Tree=1966
num_leaves=14
num_cat=0
split_feature=453 4 1 15 13 47 43 43 0 49 42 12 13
split_gain=6.54437e-05 0.000150769 0.00014466 0.000108954 0.00012084 0.000102078 0.000119473 0.000276471 0.000157207 0.000132699 8.91822e-05 7.72057e-05 6.38816e-05
threshold=1.0000000180025095e-35 0.24280000000000004 0.11198000000000001 -0.10192499999999999 -0.45122499999999993 0.085165000000000018 -0.083899999999999988 -0.0037249999999999996 -0.082604999999999998 -0.006494999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.028919999999999998
decision_type=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 -6 -7 -12
right_child=-2 2 -4 4 5 11 7 8 -10 -11 12 -13 -14
leaf_value=-0.0021932667101962245 -0.0015515091787131597 -7.2311167767450098e-05 0.0024986362026047063 0.0020158713615076491 -0.00096131312398197995 0.0021393971442558936 -0.0035693472559703301 -0.00087593969434126965 -0.0020611481653778699 0.0014452445309358951 0.00013867131327973238 -0.00018660270346759623 0.0023031714617748182
leaf_weight=0.0010005074283701175 0.001015832856457676 0.0016539388520565987 0.0017712368156902053 0.0010176327378168528 0.0010963963921428732 0.0011197659391370971 0.0012958005900922239 0.0018708473160002903 0.0015105534927456338 0.0019823818662213361 0.0010542305833754276 0.001110971378760206 0.0010774578169741042
leaf_count=277 99 185 338 40 319 56 1072 109 539 314 261 185 116
internal_value=0 8.04506e-05 0.00125718 -0.000204663 -5.32008e-05 -0.000226949 -0.000499468 -0.000977893 -0.000351841 0.000318247 0.000487528 0.000980982 0.00123271
internal_weight=0 0.0175617 0.00342518 0.0141365 0.013136 0.0121184 0.00988767 0.00665958 0.00536378 0.00385323 0.00322808 0.00223074 0.00213169
internal_count=3910 3811 523 3288 3011 2971 2730 2034 962 423 696 241 377
is_linear=0
shrinkage=0.00625138


Tree=1967
num_leaves=14
num_cat=0
split_feature=50 15 158 156 15 457 1 151 0 12 0 12 12
split_gain=7.31189e-05 0.000175354 0.000105255 0.000131297 0.000124883 0.000124478 0.000130512 0.000215306 0.000198059 0.000173386 0.000159007 0.000122854 8.43118e-05
threshold=0.10625000000000001 -0.24219999999999997 0.083745000000000014 0.084090000000000012 -0.11739999999999999 -0.0034949999999999994 0.076710000000000014 -1.0000000180025095e-35 -0.084074999999999997 0.088325000000000015 -0.10071499999999999 0.095295000000000019 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 -8 -7 10 -9 12 -10
right_child=-2 2 -4 -5 5 6 7 9 11 -11 -12 -13 -14
leaf_value=0.0024206687628071412 -0.0015991802928084758 -0.0016925537514307445 -0.0020857794864846601 -0.0018326153845084462 -0.0015775327344791381 -0.0025166849171017933 0.0035254006989137747 0.0011562321091067081 0.00025276395697667632 0.0021302616790849337 -0.0016743720234133838 -0.0012845357386998709 0.0025381342447803939
leaf_weight=0.0012231273167510629 0.0011042296964290437 0.0012405087064685733 0.0010012652692099533 0.0013707881782061846 0.0011423392588062473 0.0011174050751230208 0.0013147437735239187 0.0015988242528823804 0.0014612848629040991 0.0019646505943294312 0.0016289807820371038 0.0010650410858970005 0.0011915034486982765
leaf_count=282 418 209 353 451 141 502 191 86 143 350 179 262 343
internal_value=0 9.31362e-05 -8.37173e-05 4.9072e-05 0.000237002 0.000428726 0.000630784 0.00122039 -0.000162698 0.000636753 -0.000272293 0.0005448 0.00127924
internal_weight=0 0.0173205 0.0160973 0.0150961 0.0137253 0.0124848 0.0113424 0.0065072 0.00483523 0.00519246 0.00322781 0.00371783 0.00265279
internal_count=3910 3492 3210 2857 2406 2197 2056 806 1250 615 265 748 486
is_linear=0
shrinkage=0.00637641


Tree=1968
num_leaves=14
num_cat=0
split_feature=484 159 2 160 133 42 40 2 3 160 16 0 12
split_gain=6.44915e-05 7.49458e-05 0.000122174 9.44319e-05 0.000155213 0.000120069 0.00011047 0.000186639 0.000126271 0.000116241 9.19432e-05 7.26854e-05 8.62222e-05
threshold=-0.0043499999999999988 0.073745000000000019 0.097360000000000016 -0.030424999999999997 -0.0023199999999999996 -0.09602999999999999 -0.012844999999999997 0.11203000000000002 0.10420500000000001 0.087825000000000014 -0.15595499999999998 -0.070894999999999986 0.087020000000000014
decision_type=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 -9 12 -8
right_child=1 2 -4 4 5 6 7 10 -10 -11 -12 -13 -14
leaf_value=-0.0015954474567813405 -0.0016465271070915249 -0.00025179295159440937 0.003055961392284293 -0.0017851994124371505 -0.0018453475492527932 0.0028533381405774572 0.001319764126146038 -0.0029378835511653851 0.0033002775996005987 -0.0015375373566007468 8.4877919855769931e-05 0.0022503627669138099 -0.0012046035281050307
leaf_weight=0.0012307716851128669 0.0017526154989990919 0.0012202483437531086 0.0010902473500968013 0.0018684314039268827 0.0010608263654871284 0.0010899716945048767 0.0019182369035065112 0.0010573847722147312 0.0010454629287522596 0.0010789369430863616 0.0010188463176511592 0.0017234729795817406 0.0010965267283531283
leaf_count=612 541 307 224 761 97 209 168 94 81 83 131 234 368
internal_value=0 0.000106709 0.00130903 -8.213e-05 0.000129459 0.000452048 0.000695061 0.000431889 0.00100262 0.000589681 -0.00145456 0.00107407 0.000401604
internal_weight=0 0.0170212 0.0023105 0.0147107 0.0129581 0.0110897 0.0100288 0.00893887 0.00686264 0.00581717 0.00207623 0.00473824 0.00301476
internal_count=3910 3298 531 2767 2226 1465 1368 1159 934 853 225 770 536
is_linear=0
shrinkage=0.00718087


Tree=1969
num_leaves=12
num_cat=0
split_feature=150 151 151 50 4 52 13 0 43 13 3
split_gain=6.26819e-05 0.000116839 0.000105897 8.92028e-05 0.000154172 0.00011615 0.000105717 0.000159807 0.000156658 0.000130786 0.000121067
threshold=0.082085000000000019 -0.03268999999999999 -0.051109999999999996 0.10119500000000002 0.40359500000000004 0.11401500000000002 -0.094679999999999986 -0.084304999999999977 -0.074254999999999988 -0.003375 -0.036619999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -3 9 -8 -10
right_child=2 3 -4 -5 -6 -7 8 -9 10 -11 -12
leaf_value=-0.0020113540642988721 0.0020067853600130095 -0.00022878016474287905 -0.00030312358315713497 -0.00187582462407907 0.0024798478109619155 -0.0020417959556664573 0.0019105162843981722 0.0030047874998563495 -0.0028703969398262341 -0.00054165358818530397 -0.0002823647504175147
leaf_weight=0.0014120069895830973 0.0016587276851915828 0.0014522817380973607 0.0018450554606747249 0.0010323700287346556 0.0011382112013199825 0.0011904318202437059 0.0018488824780483418 0.0012529710827369226 0.0013370313475646279 0.0019848429482957645 0.0019640779477929022
leaf_count=317 321 152 192 365 260 326 406 54 1012 298 207
internal_value=0 -0.000197572 0.000790412 -3.56706e-06 0.000155271 -8.45957e-05 0.000152182 0.00126889 -0.000271229 0.000640949 -0.00133058
internal_weight=0 0.0146131 0.00350378 0.0132011 0.0121687 0.0110305 0.00984009 0.00270525 0.00713483 0.00383373 0.00330111
internal_count=3910 3397 513 3080 2715 2455 2129 206 1923 704 1219
is_linear=0
shrinkage=0.00663402


Tree=1970
num_leaves=20
num_cat=0
split_feature=1213 1456 38 124 402 151 40 475 13 47 15 16 12 457 12 4 4 0 49
split_gain=0.000362539 0.000260403 0.000187061 0.000294945 0.000297449 0.00025908 0.000243399 0.000283047 0.000205609 0.000290158 0.000319216 0.000266106 0.000384001 0.000348161 0.000246395 0.000182627 0.000229322 0.000172759 5.40607e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.083919999999999981 -0.062739999999999976 -1.0000000180025095e-35 -0.10023999999999998 0.099385000000000015 -0.11399999999999998 -0.094359999999999986 0.090385000000000007 0.084715000000000013 0.089445000000000011 -0.076854999999999993 -0.08422499999999998 -0.055084999999999988 0.0037600000000000003
decision_type=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 18 -7 -8 14 10 -10 12 -12 15 -9 16 -13 -11 -5
right_child=1 2 -4 4 -6 6 7 8 9 17 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00083954680301774078 -0.00070411571544851071 0.00067812411428259695 -0.0005459122991717443 -0.00074326320644782225 0.00078410033583924186 -0.00056031532881367706 -0.00049788222213959659 0.0011056424523298543 0.0006664799770325151 0.00019678063127274463 -0.00096534205361008079 -0.00025143529239614294 0.00018147450763565778 0.00066532756194048141 0.00017144712812567489 -0.00050857392436788596 0.00065114117197283272 0.0010196644534060926 -0.00025307179361544859
leaf_weight=0.0011320151973185913 0.0010449856135714896 0.0018480502406231182 0.0010883395253251929 0.0010593980392788046 0.0011896987721482155 0.0013403781327219954 0.0015931121606705357 0.0011000492796272238 0.0013699914279236497 0.0012826047700323917 0.0016796778349021891 0.0016637592253813532 0.0011168403307443564 0.0015992003962361778 0.001580749952939331 0.0019470456555819252 0.0010580278450315018 0.0010795115998698543 0.0010094055997925677
leaf_count=592 332 268 92 189 276 116 349 114 123 85 139 218 104 33 71 470 206 18 115
internal_value=0 3.69621e-05 6.84349e-05 9.68656e-05 4.72938e-05 4.49159e-06 6.164e-05 0.000110476 0.000173095 9.3133e-05 -1.54622e-05 -0.000118529 -0.00050734 5.49412e-05 0.000554788 -0.000154133 9.94191e-05 0.000572847 -0.00050409
internal_weight=0 0.0256508 0.0246058 0.0235175 0.0216695 0.0204798 0.0184109 0.0170706 0.0154775 0.0127967 0.0104345 0.00906455 0.00279652 0.00626803 0.0026808 0.00466883 0.00272179 0.00236212 0.0020688
internal_count=3910 3318 2986 2894 2626 2350 2046 1930 1581 1396 1293 1170 243 927 185 894 424 103 304
is_linear=0
shrinkage=0.00151575


Tree=1971
num_leaves=15
num_cat=0
split_feature=1 151 15 457 150 52 42 475 2 15 1 16 16 3
split_gain=6.9951e-05 0.000103189 0.000166992 8.93464e-05 0.000122053 0.000132272 0.000157717 0.000118406 0.000175427 0.00010727 0.000135171 9.02048e-05 6.49715e-05 5.89157e-05
threshold=0.12864500000000004 0.087190000000000017 0.091600000000000015 -0.0034949999999999994 0.083205000000000015 0.11588000000000002 0.092395000000000019 -1.0000000180025095e-35 0.096540000000000015 0.085120000000000015 0.087545000000000026 -0.072804999999999981 0.18126 0.11265500000000002
decision_type=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 -9 -6 -10 -2
right_child=13 -3 -4 4 11 -7 -8 8 12 -11 -12 -13 -14 -15
leaf_value=-0.0016516885390301401 0.0017968692943948709 0.0015869842502419134 -0.0024133347724229572 -0.0011977211184064805 0.0022419822910945898 -0.0018753074036447607 -0.0019431146965700756 -0.0019465287659231106 0.0027343119273658609 0.0014336927869435464 0.00047540696762062007 -8.2188707409624212e-06 0.00083899299800251927 3.7476169102508942e-06
leaf_weight=0.001085501415144169 0.0011831505744902019 0.0010356901952375116 0.0010725093604711669 0.0013684608243992669 0.0012566720377776286 0.0013488442749663857 0.0011368284115963294 0.001360047711508639 0.0012761835485365497 0.0011066027134202759 0.001617242167229041 0.0010469513374675452 0.0010626696415137471 0.001166715190605315
leaf_count=261 177 121 589 291 131 279 313 519 169 452 143 181 130 154
internal_value=0 -0.000140561 -0.000261957 -9.3117e-05 4.13634e-05 -0.00022268 2.69979e-05 0.00031446 0.000636653 -7.14993e-05 -0.000630951 0.00121931 0.00187316 0.000906579
internal_weight=0 0.0157742 0.0147385 0.013666 0.0125805 0.0102769 0.00892804 0.00779121 0.00642275 0.00408389 0.00297729 0.00230362 0.00233885 0.00234987
internal_count=3910 3579 3458 2869 2608 2296 2017 1704 1413 1114 662 312 299 331
is_linear=0
shrinkage=0.00566207


Tree=1972
num_leaves=20
num_cat=0
split_feature=1213 2 51 48 4 158 15 48 47 52 40 3 3 0 52 4 42 3 3
split_gain=0.000338589 0.000195829 0.000177682 0.000182043 0.000263518 0.000302466 0.000191957 0.000215526 0.000181339 0.000330298 0.000219334 0.000281188 0.000232238 0.000305282 0.000271223 0.000186207 0.000485401 0.00032378 0.000116249
threshold=-1.0000000180025095e-35 0.14808000000000002 0.13881000000000002 0.11930500000000001 0.28937500000000005 0.085745000000000002 -0.14097499999999996 0.097140000000000018 0.10783500000000001 -0.24456499999999998 -0.081844999999999987 0.10666500000000002 0.045635000000000002 -0.22851499999999997 -0.021309999999999996 -0.077679999999999985 0.088345000000000021 -0.089974999999999986 0.11265500000000002
decision_type=2 2 2 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 14 -14 -12 17 -17 -16 -6
right_child=1 -3 -4 -5 18 -7 7 -9 -10 10 11 -13 13 -15 15 16 -18 -19 -20
leaf_value=-0.00081281833352452417 -0.00057895816702671556 0.00061551701232216173 -0.0005783087861031751 -0.00054630441700571301 0.00085584094077924581 -0.00078889189971140911 -0.00076665078343124296 0.00071870571703299855 0.00046137914394259335 -0.00056241105912125343 0.00067911018215781912 0.00076927654725345387 5.5811108982097155e-05 -0.00095400949556492549 -0.00017582544918598277 -0.00074507844581938752 0.00051409220325668314 0.000724386816565063 0.00019567492141226545
leaf_weight=0.0011106461388931737 0.0010380407139233749 0.0010822029732420737 0.0011441575510095217 0.0011808746548152551 0.0010822880256322462 0.0010142112230107558 0.001185739142638891 0.0010110472727293532 0.0017906055532077572 0.0011763438085384296 0.0016160891230347033 0.0011882030307615041 0.0015721956391132608 0.0010664571119431976 0.0018517787431390764 0.0017290668848658416 0.0010410520927247244 0.0015645250687816147 0.001187181618828359
leaf_count=592 171 169 124 94 223 248 300 79 70 94 251 60 51 72 178 440 295 315 84
internal_value=0 9.60334e-06 -1.83713e-05 1.03632e-05 4.14956e-05 -1.49849e-05 2.90339e-05 6.6616e-05 2.48411e-05 -3.10264e-05 3.70885e-05 9.77296e-05 2.13076e-05 -0.000352325 0.000147663 8.83189e-06 -0.000271863 0.000236434 0.000510502
internal_weight=0 0.0245221 0.0234399 0.0222957 0.0211148 0.0188454 0.0178311 0.0167931 0.0157821 0.0139915 0.0128057 0.0116294 0.0104412 0.00263865 0.00780251 0.00618642 0.00277012 0.0034163 0.00226947
internal_count=3910 3318 3149 3025 2931 2624 2376 2205 2126 2056 1756 1662 1602 123 1479 1228 735 493 307
is_linear=0
shrinkage=0.00145689


Tree=1973
num_leaves=21
num_cat=0
split_feature=14 1213 38 124 483 40 13 133 48 159 1375 1 12 3 49 48 1 52 16 16
split_gain=0.000416613 0.000360988 0.000232685 0.000363869 0.000253887 0.000228722 0.000400978 0.000293635 0.000246957 0.00022438 0.000205385 0.000205311 0.000395619 0.000321448 0.000214015 0.000210723 0.000246545 0.00024473 8.13117e-05 4.84479e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.083960000000000021 -0.062739999999999976 -0.23438999999999996 0.091545000000000015 0.11930500000000001 0.10248000000000002 -0.072014999999999982 0.12485500000000001 0.099370000000000014 -0.12008499999999998 -0.084114999999999981 0.016865000000000002 0.088785000000000017 0.084240000000000023 -0.057604999999999996 -0.0049699999999999996
decision_type=2 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 -8 12 13 19 -15 16 17 -16 -18 -12
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 11 -13 -14 14 15 -17 18 -19 -20 -21
leaf_value=-0.00086784985413237091 -0.00099229318789569769 0.00080718364601467941 -0.00064769269118366743 -0.00052977351708875288 -0.00064859310622529867 0.00090251366918529276 -0.00041984260622461025 -0.00072356224554607411 -0.00049989334049349511 -0.00050767192067930169 0.0010774071399766156 0.00082999826143207865 -0.00052262907397243456 -0.0004628688486228756 0.00074865047238986877 0.00073178460071229932 -0.00060430887590315926 -0.00019117540129375614 -5.2568584548846343e-06 0.00060931946799434129
leaf_weight=0.0010854657504747794 0.0010452640608825661 0.0016531727546233712 0.0011027748297405817 0.0014222661235566278 0.0012548512794739548 0.001522810953167939 0.001146366613551498 0.0011158313981121928 0.0015028461955850494 0.0011314936734654604 0.0011527642906401514 0.0014784643588842345 0.0016013019283029487 0.0011252223709775659 0.0019275776978184807 0.0018708069378914061 0.0010271072068909204 0.0010723891955769782 0.0012483259238129651 0.001051455021219277
leaf_count=578 126 263 88 114 371 105 87 507 67 201 65 61 165 76 306 109 106 250 167 98
internal_value=0 2.27485e-05 6.07964e-05 9.29422e-05 4.08156e-05 8.12467e-05 0.000124753 6.05659e-05 0.000111036 0.000169024 0.000221104 0.000275308 0.000207403 0.000318995 0.000176392 0.000277048 0.000115786 0.000412694 -0.000275663 0.00085412
internal_weight=0 0.0264933 0.0254078 0.0243051 0.0226519 0.021397 0.0199748 0.018452 0.0173361 0.0158333 0.0147018 0.0135554 0.012077 0.0104756 0.00827143 0.00714621 0.0052754 0.00299997 0.00227543 0.00220422
internal_count=3910 3784 3206 3118 2855 2484 2370 2265 1758 1691 1490 1403 1342 1177 1014 938 829 556 273 163
is_linear=0
shrinkage=0.00157699


Tree=1974
num_leaves=15
num_cat=0
split_feature=12 156 1 52 0 2 43 48 16 51 2 3 3 3
split_gain=6.54889e-05 7.77618e-05 7.96333e-05 0.000142599 0.000121565 0.000134823 0.000170343 0.000163695 0.000119611 0.000118136 0.000129707 9.33258e-05 8.4243e-05 8.69353e-05
threshold=0.11655500000000001 0.090135000000000007 0.10786000000000001 0.11401500000000002 -0.077944999999999987 0.097940000000000013 -0.0037249999999999996 0.085265000000000021 -0.088144999999999987 0.12342500000000002 0.11125500000000001 -0.071469999999999992 -0.040669999999999991 -0.115685
decision_type=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 -4 13 -6
right_child=-2 -3 9 -5 12 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.002455716562210007 -0.0014922077767969698 -0.0014809136798109028 0.0018067066421392972 -0.0020865130681062341 0.0014618774384219815 0.0015311318516364214 0.0019820406561347117 -0.0020699938728087381 -0.00051267621261429682 -0.00090321655210546528 0.0026460277945704437 -0.00059106772273406479 0.0025006600326500927 -0.00086251487572609341
leaf_weight=0.0015113630963075088 0.0010126776686171365 0.0010799006319245344 0.0010134393101977196 0.001169074838366352 0.0013127654275347789 0.0011376140966220527 0.0013441609921354403 0.00107184477774128 0.0014342524233025289 0.0011349811577110458 0.0015578618922152798 0.0013896735331842694 0.0010197639312883901 0.0010420920538507794
leaf_count=1077 187 357 89 436 111 176 184 93 232 80 252 156 105 375
internal_value=0 8.00849e-05 0.000184536 -0.000102183 0.000132763 -0.000347653 -0.000746289 -7.52774e-05 0.000694236 0.000805856 0.00129558 0.00042012 0.001058 0.000433267
internal_weight=0 0.0172188 0.0161389 0.0110429 0.00987386 0.00649924 0.00536162 0.00385026 0.00277841 0.00509596 0.00396097 0.00240311 0.00337462 0.00235486
internal_count=3910 3723 3366 2789 2353 1762 1586 509 416 577 497 245 591 486
is_linear=0
shrinkage=0.00600863


Tree=1975
num_leaves=21
num_cat=0
split_feature=1213 14 52 1 43 376 48 52 3 3 151 403 474 16 13 2 2 2 1 47
split_gain=0.000397583 0.00027669 0.000191582 0.000250701 0.000258563 0.00037443 0.00031392 0.000219955 0.000263911 0.000266048 0.000238981 0.000284445 0.00022731 0.000345444 0.000320675 0.000206053 0.000200521 0.000351342 0.000317814 0.000152925
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.27466499999999994 0.14000500000000002 0.16180500000000003 0.048375000000000008 0.12649500000000002 0.086950000000000013 0.097615000000000021 -0.100615 0.069165000000000018 0.03138500000000001 0.084655000000000022 -0.055679999999999993 -0.083924999999999986 0.088975000000000012 0.094010000000000024 0.089910000000000004 0.095575000000000007 0.10621500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 4 5 6 7 10 9 -9 11 12 13 14 -4 -15 17 18 -16 -2
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 15 16 -17 -18 -19 -20 -21
leaf_value=-0.00093749697271600714 -0.00078161480498757554 -0.0007808634605281419 0.00071769260464991263 0.00085015965217371647 -0.00071458890673029626 0.00093845494129814612 -0.00076326506285454389 -5.2619633056417582e-05 0.00032495421257971795 -0.0010324091285359386 0.00091793745994052053 0.0008312978509475952 0.00070252101613626735 -0.00014087463627215251 -0.00087230964849291338 -0.0010061780195713659 -0.00054859170464532014 0.00088459983797778917 0.00038654969414559422 6.6660212049593707e-05
leaf_weight=0.0011706548685881451 0.001206766364820539 0.0010668247518113563 0.0019535756887940382 0.0010979861396645868 0.0010543996722872364 0.00129720299586318 0.0011662730466543971 0.0015752452263802508 0.0015444684661880537 0.001316172563430639 0.0011053650513644939 0.0013561252897913443 0.0012245274244961088 0.0017604529746526225 0.0010115150951623677 0.0011955973930245292 0.0014766217627479664 0.0011406673631295106 0.0010654427138402367 0.0010101607833754578
leaf_count=592 337 119 187 153 199 167 70 82 52 545 94 113 202 334 211 159 151 38 52 53
internal_value=0 2.10816e-05 5.59181e-05 0.000100671 6.19335e-05 0.000102488 4.50871e-05 9.82729e-05 -0.000211871 -0.00049862 0.000201792 0.000136825 4.98504e-05 -3.33674e-05 0.00017006 -0.000490853 -5.78444e-05 0.000167368 -0.000226537 -0.000395091
internal_weight=0 0.0256254 0.0245586 0.0223416 0.0212437 0.0201893 0.0188921 0.0177258 0.00443589 0.00289142 0.0132899 0.0121845 0.0108284 0.00960387 0.00664782 0.00295605 0.00469425 0.00321763 0.00207696 0.00221693
internal_count=3910 3318 3199 2809 2656 2457 2290 2220 679 627 1541 1447 1334 1132 639 493 452 301 263 390
is_linear=0
shrinkage=0.00160853


Tree=1976
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 3 13 39 0 15 52 157 0 1 2 2 2 52 13 2 133 2 16
split_gain=0.000396512 0.000366208 0.000263671 0.000250423 0.000327632 0.00023102 0.000282355 0.00057646 0.00030711 0.000277499 0.000265512 0.000342038 0.000218053 0.000190002 0.000183047 0.000535514 0.000360565 0.000278195 0.000184436 0.000138832 5.29882e-05 3.73091e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -0.083514999999999992 0.005105000000000001 -0.053834999999999994 -0.017214999999999998 0.10062000000000001 -0.06588999999999999 -0.07773999999999999 0.08844500000000001 0.106035 0.089910000000000004 0.092340000000000019 0.093400000000000011 0.0015650000000000002 0.11203000000000002 0.086895000000000014 1.0000000180025095e-35 -0.080824999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 13 9 7 10 -8 12 -7 14 19 -4 17 -16 18 21 -17 -6 -14 -12
right_child=-2 2 3 -5 5 6 8 -9 -10 -11 11 -13 20 -15 15 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00080188582254532223 -0.0009028563628166907 -0.00066784615577466979 0.00020121668409002155 -0.00054270886489970582 -0.00011920570127649157 0.00065802130292837949 -5.8436407991175249e-05 -0.0011457497676836358 0.00098384068899517248 -0.00027777585462873189 -0.0010106851881023602 0.00048291555500600762 0.00059652471140509387 0.00096273379954652947 0.00079918525600440008 -0.00026062171593003785 0.00035087577030472019 9.9729184395606267e-05 -0.0010920572155237241 0.00058201341675015179 0.0010636598980292948 -0.00062107520145313294
leaf_weight=0.0010956787208283572 0.0010219453562089189 0.0010165051566515112 0.0013515380518568333 0.001258132326404037 0.001399437627192684 0.0010601283047172736 0.0013402774817927315 0.0010918603074077183 0.0010864426714464184 0.0013498673589619758 0.0010674015940555477 0.0016828060689099969 0.0010580644337858311 0.0014325419462331013 0.0011581469610507655 0.0011248459460876242 0.0010582045466765722 0.0010477507813074632 0.0011404393482683517 0.0010481387086985067 0.0010049256080502528 0.0010203997299974774
leaf_count=578 126 312 121 123 230 145 231 193 49 159 218 339 92 80 67 130 72 87 63 133 149 213
internal_value=0 2.23676e-05 5.87867e-05 8.98458e-05 0.00012518 5.91892e-05 -4.32292e-05 -0.000138887 0.000408191 0.000301737 -3.2773e-05 -0.000111518 0.000475167 0.000593054 -0.000242842 -5.39339e-05 -0.000351223 -0.000512848 -0.000679201 0.000181081 0.000824076 -0.000820266
internal_weight=0 0.0258935 0.0247979 0.0237813 0.0225232 0.0197391 0.0138787 0.011452 0.00242672 0.00586043 0.0103601 0.00929999 0.00451057 0.00278408 0.00761719 0.00448164 0.00332349 0.00313555 0.00226529 0.00244758 0.00206299 0.0020878
internal_count=3910 3784 3206 2894 2771 2570 1807 1527 280 763 1334 1189 604 201 850 332 265 518 193 363 241 431
is_linear=0
shrinkage=0.00145689


Tree=1977
num_leaves=13
num_cat=0
split_feature=52 52 43 51 1 16 16 0 457 13 47 1
split_gain=6.23233e-05 0.000110837 0.000114115 0.000104166 9.35619e-05 0.000131645 0.000223994 0.000177706 0.00010091 7.3069e-05 0.00011744 9.51106e-05
threshold=-0.27466499999999994 -0.081429999999999989 -0.06705499999999999 -0.07742499999999998 0.088010000000000019 0.20277000000000003 -0.083564999999999987 -0.084074999999999997 0.041935000000000007 -0.0024749999999999993 0.08801500000000001 0.10982000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -5 9 10 -6 -11
right_child=1 3 -4 4 8 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.0011975536046389434 0.0025849934690229709 -0.0021929219837287127 5.152590548229905e-05 -0.0016217291595201091 0.0019963180957028848 0.0014323566246608238 -0.0033071770985853696 0.0018589231969447638 0.0022333722575371396 -0.001772750367994643 -0.0007947717127003563 0.00049522299259384568
leaf_weight=0.0017562966106705038 0.0014720554532405491 0.0010113983424324064 0.0016703172712068956 0.0014295245776834668 0.0017459717617050261 0.0010426445687587993 0.0014437771630318357 0.0011771354839319069 0.0012308528781066475 0.001473237411070305 0.0010701197626389915 0.0018179845951342057
leaf_count=425 315 247 231 607 530 20 839 154 114 154 121 153
internal_value=0 0.000116642 0.00123834 -0.000145567 2.10041e-05 -0.000669827 -0.00121096 -4.99096e-05 0.000500478 0.000151235 0.000935699 -0.000519981
internal_weight=0 0.016585 0.00314237 0.0134426 0.0124312 0.00509308 0.00405044 0.00260666 0.00733817 0.00610731 0.00281609 0.00329122
internal_count=3910 3485 546 2939 2692 1620 1600 761 1072 958 651 307
is_linear=0
shrinkage=0.00663402


Tree=1978
num_leaves=14
num_cat=0
split_feature=1 12 52 43 1 16 2 16 2 0 151 4 3
split_gain=6.37772e-05 8.38418e-05 7.43128e-05 9.85751e-05 0.000122295 0.000119824 0.000155166 0.000210931 0.000153672 0.000103306 7.59456e-05 6.99995e-05 5.36639e-05
threshold=0.12864500000000004 0.10852500000000001 -0.27466499999999994 -0.053009999999999995 0.090355000000000005 0.064860000000000015 0.089910000000000004 -0.089864999999999987 0.11230000000000001 -0.071924999999999989 -0.0088999999999999982 -0.011514999999999999 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 -5 10 -4 -8 -9 -2
right_child=12 -3 3 5 -6 -7 8 11 -10 -11 -12 -13 -14
leaf_value=-0.0016980871134786874 0.001950820081806887 -0.0018430899093183114 -0.0012740003894625811 -0.0030544706299475703 0.0022456980067175995 -0.0023101432701988535 0.00042358508584203094 0.0014089074935809559 -0.00061320835284144396 0.0012153820356287763 0.0027001333056138437 -0.0009800270826665835 2.3864068815045394e-06
leaf_weight=0.0010429674087051996 0.0012020026169610861 0.0011575582631546079 0.0013250837875569514 0.0013530131742855115 0.001729446991892529 0.0010917777749657196 0.0010186943576424579 0.0010655537592209486 0.0019300066965133866 0.0015073191366136085 0.0015833075171186109 0.00101125246716674 0.0011898500896223782
leaf_count=376 177 255 832 296 404 119 72 531 164 109 306 115 154
internal_value=0 -0.00015797 -2.48979e-05 0.000103271 0.000882893 -0.000289558 -1.24818e-05 -0.00105619 0.000777392 5.07736e-05 0.00180886 0.000245671 0.000981553
internal_weight=0 0.015816 0.0146584 0.0136155 0.00456185 0.00905361 0.00796183 0.00342982 0.00453201 0.0028324 0.002602 0.00207681 0.00239185
internal_count=3910 3579 3324 2948 1345 1603 1484 942 542 941 378 646 331
is_linear=0
shrinkage=0.00650394


Tree=1979
num_leaves=14
num_cat=0
split_feature=41 3 1 16 13 3 15 15 1 52 43 13 2
split_gain=6.03334e-05 0.000103584 8.45047e-05 0.000135232 0.000125332 0.000118671 0.000201641 0.00011738 0.000226902 0.000176932 9.32918e-05 8.27769e-05 6.89988e-05
threshold=0.078535000000000008 -0.12008499999999998 0.095575000000000007 -0.42360999999999993 -0.080649999999999986 0.084925000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.11183500000000002 -0.072349999999999984 -0.083254999999999982 0.095355000000000009 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -4 -5 6 -3 8 -6 -10 -8 -1 -7
right_child=-2 2 3 4 7 12 10 -9 9 -11 -12 -13 -14
leaf_value=0.0024799003247593914 -0.0013717247160074377 -0.0029231774500095664 -0.001448234600138496 0.0024396892028548771 0.0029539259443889399 0.0013245060527823883 0.001019079772260324 -0.0015193271596163026 -0.0019862880536258244 0.0012387532644963625 -0.0010982425984443524 0.00018114371855562579 -0.00053329630816321722
leaf_weight=0.0010806568126049089 0.0010984038634164186 0.0015330269896037356 0.0012281761095008382 0.0012416142583071867 0.0011856078453024582 0.0014706213555510939 0.0012378252407319592 0.0010119738282758917 0.0011363941350802931 0.0013364591586953849 0.0019115505090833767 0.0011865028203087991 0.0014174066040637534
leaf_count=133 195 1060 221 192 155 105 238 147 93 120 1025 165 61
internal_value=0 8.13453e-05 -0.000102904 0.000366022 0.000742918 -0.000545182 -0.001136 0.000291839 0.000792829 -0.000243307 -0.000266054 0.00127686 0.000412721
internal_weight=0 0.0169778 0.0147107 0.00714023 0.00591205 0.00757043 0.0046824 0.00467043 0.00365846 0.00247285 0.00314938 0.00226716 0.00288803
internal_count=3910 3715 3417 928 707 2489 2323 515 368 213 1263 298 166
is_linear=0
shrinkage=0.00600863


Tree=1980
num_leaves=22
num_cat=0
split_feature=14 1213 38 124 402 40 4 0 48 13 50 159 151 49 3 52 3 12 4 15 15
split_gain=0.000466002 0.000435624 0.000220841 0.000310776 0.000288097 0.000210278 0.000270146 0.000411695 0.000307259 0.000278152 0.000212811 0.000247579 0.000264565 0.000195396 0.000422102 0.000198345 0.000286795 0.000169604 0.000157872 0.000131286 7.53752e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.062739999999999976 -0.23071499999999998 -0.017269999999999997 0.12649500000000002 -0.10023999999999998 0.088425000000000017 -0.025079999999999995 -0.083919999999999981 -0.069934999999999983 -0.082139999999999977 -0.07125999999999999 0.084925000000000014 0.082640000000000005 -0.083329999999999987 -0.07142999999999998 -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
left_child=1 -1 3 -3 5 -5 17 8 9 -8 11 -11 -13 14 -14 19 18 -7 -17 -15 -20
right_child=-2 2 -4 4 -6 6 7 -9 -10 10 -12 12 13 15 -16 16 -18 -19 20 -21 -22
leaf_value=-0.00090246849216659754 -0.00099472177002025812 0.0007408788572202048 -0.00057017625716291871 -0.00054945057687603505 0.00077195260846909435 -4.3316224011100871e-05 0.00065183929330226624 0.00099764102474201514 -0.00070185489509124257 0.00075665979917815087 -0.00061926438017218075 -0.00061042292486537396 0.00042839675663455568 -0.000482917928094936 -0.00089013969608636658 0.00063331060522793525 0.0010487276558702641 -0.00077887984138066014 0.00022600325574607111 0.00021727285752748716 -0.00035917082838734713
leaf_weight=0.0010947671618426113 0.0010526411657680859 0.0016465126333140038 0.0011660853025439169 0.0014037635750649832 0.0012301462082243619 0.0016300411499874335 0.001988164012612279 0.0011718494522938673 0.001111608428776111 0.0011863205002175152 0.0010272806029192295 0.0013124911247045122 0.0010499193414909846 0.0011271558654097347 0.001190101419020987 0.0011834531198784371 0.001253156822800694 0.0012902685074224415 0.0010216528865898368 0.0013546316569885862 0.0010014435177315576
leaf_count=578 126 263 88 129 283 117 159 93 67 192 419 181 57 152 62 122 46 131 137 150 358
internal_value=0 3.36699e-05 7.41044e-05 0.000105175 5.87243e-05 1.75394e-05 5.75363e-05 0.000130778 6.65152e-05 0.000124636 4.21524e-05 0.000100324 2.61266e-05 0.000117121 -0.000272129 0.000242732 0.000433867 -0.000368307 0.000193573 -0.000100733 -6.3661e-05
internal_weight=0 0.0264408 0.025346 0.02418 0.0225334 0.0213033 0.0198995 0.0169792 0.0158074 0.0146958 0.0127076 0.0116803 0.010494 0.00918151 0.00224002 0.00694149 0.00445971 0.00292031 0.00320655 0.00248179 0.0020231
internal_count=3910 3784 3206 3118 2855 2572 2443 2195 2102 2035 1876 1457 1265 1084 119 965 663 248 617 302 495
is_linear=0
shrinkage=0.00151575


Tree=1981
num_leaves=22
num_cat=0
split_feature=14 1213 1456 11 3 2 453 1 49 2 13 2 151 131 52 4 1 0 0 14 1
split_gain=0.000372454 0.00030919 0.00025537 0.000275157 0.000312671 0.000222973 0.000179116 0.00018854 0.000328453 0.000254995 0.000240936 0.000251247 0.000240096 0.000281152 0.000255858 0.000184269 0.00032075 0.000291538 0.000193287 0.000353847 0.000148597
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 0.106035 1.0000000180025095e-35 0.085990000000000011 -0.084114999999999981 0.10393500000000001 -0.10023999999999998 0.087005000000000013 -0.051109999999999996 0.09666000000000001 -0.24456499999999998 -0.0025899999999999994 0.095575000000000007 -0.084154999999999994 -0.11756999999999999 -0.24487499999999998 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
left_child=1 -1 -3 4 5 -4 7 8 -6 10 -10 -12 -9 14 -14 17 -17 -16 19 -18 -21
right_child=-2 2 3 -5 6 -7 -8 12 9 -11 11 -13 13 -15 15 16 18 -19 -20 20 -22
leaf_value=-0.00067819637945821609 -0.00078173303413896526 -0.00059497725562883289 0.0001348090876753381 -0.00051468904288574609 -0.00077795993442599052 0.00087669060672844847 -0.00045744455907676431 0.00067699887950976433 0.00070158469370437541 -0.00052116098151057226 0.00035142043544229373 -0.00037641692273309032 -0.00056187988989889995 0.00079051721130483194 0.0009268598698351073 -0.00064103966140396842 -0.00068032550887056501 -6.1398085993281341e-05 0.00047766615078494661 0.00060847997571323578 -8.5791633857809724e-05
leaf_weight=0.0011061868641331551 0.0010964879764202009 0.0010707319965180288 0.001410126020860737 0.0013484669879524338 0.001077804763475714 0.0015303932136685461 0.0011804613943322542 0.0015542838689957547 0.0011731892511389853 0.0012019011212962838 0.0017554910499682991 0.0016827737167568538 0.0011266377772241052 0.0010005580140949053 0.0011434734291904114 0.0011420551343603843 0.001093751732899495 0.0010259491170536731 0.0019844444817056018 0.0010936885738672712 0.0011412321688528404
leaf_count=578 126 312 121 123 85 80 86 240 45 222 326 644 78 109 78 72 22 241 214 33 75
internal_value=0 1.85694e-05 4.85162e-05 7.6449e-05 0.000110634 0.000520921 5.14291e-05 8.27203e-05 -9.55268e-05 3.09973e-05 0.000174909 -4.80157e-06 0.000182535 0.000111055 4.13368e-05 0.000120135 6.08373e-06 0.000459499 0.000145183 -5.30325e-05 0.00025396
internal_weight=0 0.0268436 0.0257374 0.0246667 0.0233182 0.00294052 0.0203777 0.0191972 0.00689116 0.00581336 0.00461145 0.00343826 0.0123061 0.0107518 0.00975123 0.00862459 0.00645517 0.00216942 0.00531312 0.00332867 0.00223492
internal_count=3910 3784 3206 2894 2771 201 2570 2484 1322 1237 1015 970 1162 922 813 735 416 319 344 130 108
is_linear=0
shrinkage=0.00134594


Tree=1982
num_leaves=14
num_cat=0
split_feature=124 133 50 48 4 12 49 4 160 12 0 15 16
split_gain=6.43336e-05 0.000112573 0.000107458 0.000127567 0.000182952 0.000146678 0.000145714 0.000160091 9.62248e-05 8.56887e-05 0.000228852 7.75278e-05 0.000136855
threshold=0.0040150000000000003 0.099765000000000006 0.086465000000000014 0.11930500000000001 0.28937500000000005 -0.0089849999999999982 0.073145000000000016 -0.23071499999999998 0.087825000000000014 0.086935000000000012 -0.070894999999999986 1.0000000180025095e-35 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 11 -11 12 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14
leaf_value=-0.0018987523319688917 0.0017899444155132164 -0.0022742452550776012 -0.0016466140741125499 -0.0021801921365217762 0.0028635047571821284 -0.0022628382848828075 0.0030690839943574586 0.00082395324028745746 -0.0013136782091291909 -0.0021657103132598633 0.0020079151294157636 0.00014011704309560501 0.0042752191919332447
leaf_weight=0.0016178809263778212 0.0010075174783735685 0.0012039403219339861 0.0017833157549091731 0.0010627337241436727 0.0015024652594678558 0.0012431374354555666 0.0010431619442031999 0.001352255009748296 0.0012263546814296616 0.0013833167908081723 0.001437016513556987 0.0012160163497638987 0.0011327158186311822
leaf_count=238 94 592 558 100 316 180 352 86 195 593 149 305 152
internal_value=0 -0.000114324 4.81985e-05 0.000260787 0.000457993 0.000147811 0.0004778 0.000177145 0.000568648 0.000922625 -3.91643e-05 0.00165556 0.00239713
internal_weight=0 0.0172043 0.0160004 0.0142171 0.0131543 0.0116519 0.010034 0.00899081 0.00774768 0.00652132 0.00282033 0.00370099 0.00248497
internal_count=3910 3816 3224 2666 2566 2250 2012 1660 1480 1285 742 543 238
is_linear=0
shrinkage=0.00732449


Tree=1983
num_leaves=13
num_cat=0
split_feature=2 484 52 13 2 474 0 12 2 2 13 2
split_gain=6.49659e-05 0.000111544 9.35764e-05 0.000106208 0.000123339 0.000113966 0.000171442 0.000148472 0.000152093 0.000162024 8.59611e-05 4.69013e-05
threshold=0.14073000000000005 -0.0043499999999999988 0.11588000000000002 -0.083514999999999992 0.097940000000000013 0.084420000000000009 -0.017269999999999997 0.086765000000000023 0.087995000000000004 0.10796500000000002 -0.123625 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 8 -5 -10 -3 -9
right_child=-2 2 -4 5 -6 -7 -8 11 9 -11 -12 -13
leaf_value=-0.0021279948771902066 0.0015281287205201053 -0.0012450123481554569 -0.0013535063487799992 -0.0028483488028158573 0.0022948428878531504 0.0018539136200169364 0.0014273948507512305 -0.00039032891446308805 0.0011089776149039647 -0.0020596467780577827 0.0011401125387662801 0.0013476688470512271
leaf_weight=0.0010374594215916541 0.0010557513564042253 0.0010765461527495329 0.0017682767972159895 0.0019763986883464119 0.0018256513845625877 0.0010204755474263047 0.0016935894890983544 0.0013748549877799221 0.0012869251713533147 0.0013386142926576292 0.0014310675545524979 0.0011673075246503156
leaf_count=586 228 99 475 284 157 210 219 378 149 97 451 577
internal_value=0 -0.000102006 2.96931e-05 0.000202042 0.00103406 -0.00016368 -0.000396648 -0.000829058 -0.00151227 -0.000506525 0.000116152 0.000407723
internal_weight=0 0.0169972 0.0159597 0.0141914 0.00433327 0.00985817 0.00883769 0.0071441 0.00460194 0.00262554 0.00250761 0.00254216
internal_count=3910 3682 3096 2621 707 1914 1704 1485 530 246 550 955
is_linear=0
shrinkage=0.00637641


Tree=1984
num_leaves=14
num_cat=0
split_feature=41 3 1 13 52 52 2 3 2 3 0 13 12
split_gain=6.33132e-05 8.10159e-05 9.23164e-05 0.000107691 0.00017987 0.000143753 0.000162988 0.000171234 0.000100713 0.000120973 0.000183931 7.06706e-05 7.05795e-05
threshold=0.078535000000000008 -0.12008499999999998 0.088010000000000019 -0.0024749999999999993 -0.0093349999999999978 0.12267000000000002 0.11230000000000001 0.090325000000000003 0.10362500000000001 0.084925000000000014 -0.084074999999999997 0.095355000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 8 4 -4 6 7 -5 9 10 -3 -1 -6
right_child=-2 2 3 5 12 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0024222063682252841 -0.0014967910970427778 -0.0030225951545164234 0.0031775222777262377 -0.0012750671287940914 -0.0011037046977250696 0.0017925269534195807 -0.0026475206142949873 0.0016355476252830905 -0.0024797108436233834 0.0012642644775504018 0.00020086216399294027 0.00015157360659125591 0.0012400116861301541
leaf_weight=0.001052678808453388 0.0010883054787128579 0.001154488291819967 0.0012177652929900029 0.0018373440112964771 0.0010216378846182837 0.0011602062074538289 0.0012846522372650434 0.0014868631159878909 0.001079996662069347 0.0013732307995000248 0.0019111610068111295 0.00118430721613412 0.0010691251023105808
leaf_count=133 195 966 331 166 214 66 119 105 328 103 688 165 331
internal_value=0 9.01161e-05 -8.30577e-05 0.000312338 0.00122943 -0.000213612 -0.000718626 2.68029e-05 -0.000733414 -0.000308534 -0.00101305 0.00122009 9.47698e-05
internal_weight=0 0.0168335 0.0145965 0.00907759 0.00330853 0.00576907 0.00460886 0.00332421 0.00551888 0.00443888 0.00306565 0.00223699 0.00209076
internal_count=3910 3715 3417 1332 876 456 390 271 2085 1757 1654 298 545
is_linear=0
shrinkage=0.00637641


Tree=1985
num_leaves=21
num_cat=0
split_feature=14 1213 1456 38 124 402 151 4 13 132 15 47 42 50 15 43 0 16 47 49
split_gain=0.000512636 0.000361263 0.000255586 0.000274617 0.000293453 0.00026289 0.00023933 0.000258823 0.000251485 0.000281628 0.000172851 0.000165185 0.000352814 0.000250919 0.000283463 0.000264706 0.000298223 0.000507919 0.000128893 0.000118274
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.083919999999999981 -0.49269499999999994 -0.10023999999999998 0.079995000000000011 -0.090674999999999992 0.10783500000000001 -1.0000000180025095e-35 0.082310000000000008 -0.11399999999999998 -0.083899999999999988 -0.098179999999999976 -0.094359999999999986 0.13302500000000003 -0.010424999999999999
decision_type=2 2 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 10 11 -9 12 -10 14 -14 -16 17 -17 -13 -19
right_child=-2 2 3 -5 5 -7 7 8 9 -11 -12 18 13 -15 15 16 -18 19 -20 -21
leaf_value=-0.00083838210194802504 -0.0010286876061829562 -0.00069120535168546078 0.0007590853071204204 -0.00063186494700233342 -0.00046859178854041295 0.00078232856394459284 -0.00055897916606881303 6.5776807675928771e-05 -0.00089088150558566301 0.00078325306049995252 0.00085369108244627025 0.00078558828811775279 0.00077106147115259521 -0.00069792488644795187 0.0005132883597418577 -0.00064999854834494784 -0.00069772867424452946 0.00017898992285531683 5.233981892105338e-05 0.00091772261350153228
leaf_weight=0.0011054148534109234 0.0011480165226152575 0.0010259695005580089 0.0016647009668472696 0.0011767400680481035 0.0019720635436324329 0.0012190844691128125 0.0013268495785318168 0.0010467501239344312 0.001156260590779769 0.0011922423187873269 0.0018274227420352817 0.0010095118936809819 0.001289484487462726 0.0010478748296230975 0.001694724607486044 0.0013793049728874629 0.001809330614551935 0.0010029435790670505 0.0013253550656759927 0.0010715236258196327
leaf_count=578 126 312 262 88 295 273 143 80 392 185 108 60 100 188 154 73 404 32 27 30
internal_value=0 2.67216e-05 6.46126e-05 9.66398e-05 0.000133855 8.51515e-05 4.29754e-05 9.84686e-05 0.000150231 6.45912e-05 0.000566739 -2.41939e-06 -8.54776e-05 1.47094e-05 0.000105254 -1.81389e-05 -0.000189259 7.71134e-05 0.00036937 0.000560567
internal_weight=0 0.0263436 0.0252381 0.0242122 0.0230354 0.0213707 0.0201516 0.0181796 0.0168527 0.0139786 0.00287417 0.0127863 0.0104514 0.00929519 0.00824731 0.00695783 0.0052631 0.00345377 0.00233487 0.00207447
internal_count=3910 3784 3206 2894 2806 2544 2271 1976 1833 1645 188 1460 1373 981 793 693 539 135 87 62
is_linear=0
shrinkage=0.00154607


Tree=1986
num_leaves=21
num_cat=0
split_feature=14 1213 52 1456 43 13 52 157 0 51 0 457 4 1 16 0 52 16 16 1
split_gain=0.000439003 0.000355895 0.000340748 0.000303843 0.000249611 0.000317531 0.000623925 0.000294496 0.00037648 0.000352342 0.000301355 0.000211034 0.000208621 0.000310397 0.000165681 0.000161086 0.000350335 0.000160637 0.000143735 0.000188703
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.16180500000000003 -0.010384999999999998 0.11588000000000002 -0.07686999999999998 -0.017269999999999997 -0.032189999999999989 0.12500000000000003 -0.068264999999999978 -0.084009999999999987 0.08844500000000001 -0.27337499999999998 -0.15291499999999997 -0.0041199999999999995 0.0015250000000000001 -0.055679999999999993 0.095575000000000007
decision_type=2 2 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 12 -7 9 -9 -10 -11 -5 17 -15 16 -13 -14 19 -17
right_child=-2 2 3 4 -6 7 -8 8 10 11 -12 15 13 14 -16 18 -18 -19 -20 -21
leaf_value=-0.00096389176717824609 -0.0011133874950474537 -0.00096312875509801628 -0.00089154773519429988 0.00090979974852610046 -0.00063155553212524253 0.00060116219691994945 -0.00082911743724223535 -0.0010734499015198017 0.00089946084743614864 -0.00087041196393206923 -0.0001523005222374529 -0.00040587251253858763 -0.00046812042692117282 0.00017407789149253848 0.00087716656691910701 -0.00050265470774460918 0.00060377905730071889 0.00031749379461562381 -0.00072176571774672823 0.00024314628658904302
leaf_weight=0.0012292067653497376 0.0011802119374921252 0.0010808695171017893 0.00104900914507135 0.0015262556609854884 0.0016025841239329366 0.0011728367091099487 0.0011381483014079388 0.0013585198468534258 0.0011709744444318255 0.0010821841770856941 0.0014669417127248507 0.0015782278383085213 0.0014754311286453861 0.0013815598344743898 0.0019069303966919235 0.001680467975996084 0.0017132183276160617 0.0010757201080215106 0.0014972860525962403 0.0015672343325633387
leaf_count=578 126 337 265 137 213 94 299 86 97 44 49 32 472 144 311 261 76 74 153 62
internal_value=0 -0.000150613 -0.000112923 -7.68058e-05 -4.17704e-05 -3.00451e-07 0.000236238 -0.000141086 -0.000207463 -0.000338902 0.000314578 -0.000229467 0.000400852 0.000267833 0.000581785 -0.000143157 0.000119657 -0.000136858 -0.000325463 -0.000142756
internal_weight=0 0.0277536 0.0265244 0.0254435 0.0243945 0.0227919 0.00850405 0.0142879 0.0131151 0.0104771 0.00263792 0.00911862 0.0073659 0.00583964 0.00328849 0.00803643 0.00329145 0.00255115 0.00474499 0.0032477
internal_count=3910 3784 3206 2869 2604 2391 1437 954 860 714 146 628 1138 1001 455 584 108 546 476 323
is_linear=0
shrinkage=0.00154607


Tree=1987
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 3 4 13 52 4 0 0 457 1 0 1 15 15 2 48 4 133 13
split_gain=0.000534636 0.000426102 0.000389218 0.000298522 0.000318405 0.000194585 0.000270831 0.000478014 0.000326348 0.000286052 0.000361101 0.000312932 0.000274524 0.000233191 0.000442158 0.000253131 0.000273502 0.000363245 0.000549955 0.000119164 0.000111508 4.09959e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.49837999999999999 -0.083514999999999992 0.10433000000000002 -0.077679999999999985 -0.017269999999999997 -0.053834999999999994 -0.066264999999999991 0.09832500000000001 -0.070894999999999986 1.0000000180025095e-35 -0.11739999999999999 -0.10071499999999999 1.0000000180025095e-35 0.086455000000000018 0.50541500000000006 0.084285000000000013 0.10534500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 21 -6 7 8 -7 10 11 -8 20 14 -13 19 -17 -18 -19 -16 -10 -4
right_child=-2 2 3 -5 5 6 9 -9 12 -11 -12 13 -14 -15 15 16 17 18 -20 -21 -22 -23
leaf_value=-0.0009054742731687299 -0.0010471745000505905 -0.00083870850829288691 0.00094276957063317427 -0.00059319755130785717 -0.00051384798858093608 0.0011816354009113194 -0.00066585845336590002 -0.00057272497610477669 -0.00038802310791619766 0.00069107408750353888 -0.0007664242831790486 -0.00066945456314860771 0.00083817296098250894 0.00070267212919958506 -0.00064963953601184963 0.0009794917115573407 -0.00062072639842907092 0.0011783873675008188 -9.7779991340752977e-05 9.5103249004920254e-05 0.00030440978861031204 0.00050549808695239077
leaf_weight=0.0011338384026634693 0.0011610386353203541 0.0011009297104540771 0.0010178169843984243 0.0014063527285461666 0.0012215562853336052 0.0015208639091808807 0.001370836938462021 0.0010329978033529197 0.001022173407291045 0.0013377382657298589 0.0015282411835435264 0.0017579891787026895 0.0015295455486792134 0.0014179856859906333 0.0010233535978232677 0.0013021272953572804 0.0010496604248819708 0.0013614743505125371 0.0019825891722113909 0.0010309046342652992 0.0012187076937146268 0.0010322851121511434
leaf_count=578 126 312 100 123 90 83 100 157 133 105 129 666 187 222 72 21 273 85 49 49 209 41
internal_value=0 2.31964e-05 6.18144e-05 9.97049e-05 0.000139063 8.63834e-05 0.000120507 0.000389272 0.000577078 8.40775e-06 -5.76478e-05 3.04378e-05 0.00033322 0.000117798 3.05734e-05 0.000189364 0.000357165 0.000172732 0.000421788 -0.000275899 -1.14421e-05 0.000722591
internal_weight=0 0.0284 0.0272661 0.0261652 0.0247588 0.0227087 0.0214872 0.00632429 0.00529129 0.0151629 0.0138252 0.0122969 0.00377043 0.0109261 0.0095081 0.00775011 0.00569585 0.00439372 0.00334406 0.00205426 0.00224088 0.0020501
internal_count=3910 3784 3206 2894 2771 2630 2540 769 612 1771 1666 1537 529 1437 1215 549 428 407 134 121 342 141
is_linear=0
shrinkage=0.00154607


Tree=1988
num_leaves=20
num_cat=0
split_feature=1213 1456 11 14 3 2 1 13 2 3 52 43 47 15 12 51 16 47 15
split_gain=0.000392406 0.000339996 0.000305887 0.000221374 0.00024522 0.000228731 0.000184065 0.000296023 0.000295102 0.000255378 0.000222587 0.000253277 0.000378599 0.000208813 0.000172904 0.000168949 0.000164134 0.000148652 0.000136301
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.073890000000000011 -0.12008499999999998 0.106035 0.085990000000000011 -0.084084999999999979 0.10393500000000001 -0.089974999999999986 0.067395000000000024 -0.074254999999999988 0.09252500000000001 0.083935000000000023 0.10106500000000002 0.08955500000000001 -1.0000000180025095e-35 0.081905000000000019 -0.094924999999999995
decision_type=2 2 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 17 9 -6 11 14 15 16 -9 18 -11 -8 -13
right_child=1 2 -4 -5 6 -7 7 10 -10 13 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00080004720124654278 -0.00073659754237704223 8.8731963233890004e-05 -0.00058904151509838257 -0.00054050237701172316 -0.00059374147008965737 0.00089113673568939108 0.00088608701396845045 6.4435824590879115e-06 -0.00068017885238170854 -0.00035542901553107587 0.00047900173349873501 0.0004487500980089435 -0.00097896639458552566 0.0005851205449459156 0.0006985915121014199 -0.00042043212517935331 0.00025141557024814748 0.0002337453461880316 -0.00017867383255851504
leaf_weight=0.0011943541558085127 0.0011155088510270235 0.0013362526154009303 0.0013769752016834216 0.0010471664526657256 0.0010783339752798594 0.0014552741104161271 0.0014331192031419521 0.0017639712316214803 0.001436001991301783 0.0016403932081618822 0.0019708431381977873 0.0015022272550123967 0.0010545168629059187 0.0015489028075048039 0.0011819097132734768 0.0014917406693371049 0.0018705937801098199 0.0013121044127919895 0.0012388407968197922
leaf_count=592 332 116 143 77 191 80 246 274 240 438 140 66 86 333 39 37 163 78 239
internal_value=0 2.02612e-05 5.30627e-05 8.93551e-05 0.000117644 0.00050704 6.46802e-05 0.000166102 -0.000108716 2.49741e-05 5.62855e-05 -4.49032e-05 -0.000228232 0.000156831 0.000284139 -4.12018e-05 -3.21126e-05 0.000574294 0.000165182
internal_weight=0 0.0268547 0.0257392 0.0243622 0.023315 0.00279153 0.0205235 0.0129493 0.00757423 0.00613822 0.010204 0.00823321 0.00528733 0.00505989 0.00294588 0.00423281 0.00351099 0.00274522 0.00274107
internal_count=3910 3318 2986 2843 2766 196 2570 1205 1365 1125 881 741 428 934 313 342 601 324 305
is_linear=0
shrinkage=0.00140032


Tree=1989
num_leaves=23
num_cat=0
split_feature=1213 1456 14 11 3 376 376 160 43 43 16 4 4 160 15 12 1 2 2 0 1 42
split_gain=0.000547584 0.000351811 0.00029222 0.000270865 0.000226391 0.000209783 0.000413917 0.000213739 0.000200155 0.000314057 0.000307419 0.000246064 0.000515519 0.000359953 0.000336574 0.000343729 0.000218174 0.000209111 0.000198523 0.000191892 0.000195994 9.66696e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15002999999999997 0.11605500000000001 0.048375000000000008 -0.11175999999999998 -0.074254999999999988 -0.078844999999999985 0.24895000000000003 -0.0025899999999999994 0.0057500000000000008 0.088785000000000017 0.05377500000000001 0.086865000000000012 0.090355000000000005 0.090050000000000005 0.10679500000000001 -0.10462499999999998 0.11198000000000001 -0.085679999999999992
decision_type=2 2 2 2 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 -6 9 16 11 14 -13 19 -10 -16 17 -9 -3 20 -14 -18
right_child=1 2 -4 -5 5 -7 -8 8 10 -11 -12 12 13 -15 15 -17 21 -19 -20 -21 -22 -23
leaf_value=-0.00095799616710532667 -0.00075996781119882085 0.00013416694991269697 -0.00067093826005138705 -0.00053198724284530185 -0.00046546162372972159 -0.00055460600915013705 0.00088003294853476527 0.00023577697893443974 0.00079184873503026457 0.00098696138771526285 -0.00068280235108095341 -0.00096048538525065686 -0.00063805955894630359 0.00071393793852486274 -0.00057358630225322164 0.00053600322853013759 0.00076435324841127447 -0.00056194737735718958 0.0010282801407426251 0.00040518299010390915 5.9284881881909475e-05 0.00017861028340232217
leaf_weight=0.0012015721019234529 0.0011131423079628151 0.0010120054573088356 0.0010723815319288446 0.0013527504547745641 0.0014556557634044917 0.0010048610475012201 0.0013454041807920486 0.0015250610187563657 0.0018924449084003689 0.0011479464103380686 0.0012199294599880917 0.0011617625333333846 0.0016499603494968262 0.0013956041661586094 0.0011481377553463901 0.0011302769867976292 0.0011945717919965571 0.0011962266703696711 0.0010144680573289655 0.0010725304458575891 0.0016390614483558497 0.0011079554912339432
leaf_count=592 332 85 92 123 328 29 158 331 142 99 156 112 98 57 125 379 47 203 56 134 89 143
internal_value=0 2.68062e-05 5.95595e-05 9.00806e-05 0.000124691 8.3131e-05 0.000113242 6.14971e-05 0.000103002 0.000312926 -2.24831e-06 7.26159e-05 -9.25739e-05 8.25658e-05 0.000346645 -2.31406e-05 0.000158908 -0.000114888 0.000581767 -0.00011946 -0.000290543 0.000482499
internal_weight=0 0.0278521 0.026739 0.0256666 0.0243139 0.0222874 0.0212825 0.0199371 0.0184815 0.00617176 0.0123097 0.0110898 0.00691892 0.00575716 0.00417086 0.00227841 0.00502381 0.00272129 0.00202647 0.00436155 0.00328902 0.00230253
internal_count=3910 3318 2986 2894 2771 2630 2601 2443 2115 823 1292 1136 490 378 646 504 724 534 141 321 187 190
is_linear=0
shrinkage=0.00142833


Tree=1990
num_leaves=20
num_cat=0
split_feature=14 1213 1456 38 124 402 151 40 13 12 4 49 3 42 3 4 1 52 0
split_gain=0.000436958 0.000386401 0.000258231 0.000231565 0.000368356 0.000279002 0.000226397 0.000232811 0.000294512 0.000302063 0.000265037 0.00022196 0.000559099 0.000235717 0.000343778 0.000219055 0.00016534 0.000187599 9.28259e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.083919999999999981 -0.062739999999999976 -0.10023999999999998 0.089445000000000011 -0.23071499999999998 -0.069934999999999983 -0.082139999999999977 -0.089024999999999979 -0.078669999999999976 -1.0000000180025095e-35 0.095575000000000007 -0.07125999999999999 -0.15137999999999999
decision_type=2 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 9 -9 -10 12 -12 -13 -15 -16 -17 -18 -19
right_child=-2 2 3 -5 5 -7 7 8 10 -11 11 13 -14 14 15 16 17 18 -20
leaf_value=-0.00080239170603382056 -0.00092590721909369469 -0.00064074404802904369 0.00076559073068046342 -0.00055168713107490183 -0.00043420698450559567 0.00073128462401731375 -0.00051100995089679911 0.0011291444877229485 -0.00046389141443015357 0.00015358856959830236 0.0004408514699943662 0.00071226400446874742 -0.00087686392864741284 -0.00040668198963895167 0.00072276376000583384 -0.0003557138314621061 -0.00020910601767441 0.00082809366369071297 0.00023487001698592469
leaf_weight=0.0011166006840005729 0.0010364905927383863 0.0010390207712047432 0.001659110479917676 0.0011061518393143113 0.0019634072736709257 0.0012151447492837744 0.0012784118209702286 0.0011023955140347678 0.0018570386560680672 0.0015692260593689611 0.0012493193438983807 0.0016226444862793747 0.0013853005708669959 0.0019473830916389937 0.0016737871415228589 0.0011287349565494795 0.001071092689060249 0.0010439342821708664 0.0011106474454088688
leaf_count=578 126 312 262 88 295 273 116 114 194 67 64 164 72 658 237 161 26 41 62
internal_value=0 1.9695e-05 5.63793e-05 8.658e-05 0.000117441 6.67608e-05 2.63929e-05 7.65231e-05 0.000121335 0.000556134 3.88912e-05 0.000115217 -0.000252012 0.000216018 0.000115056 0.000283602 0.000114793 0.000279433 0.000522298
internal_weight=0 0.0261394 0.0250228 0.0239837 0.0228776 0.0212185 0.0200033 0.0180399 0.0167615 0.00267162 0.0140899 0.0122328 0.00263462 0.00959822 0.00797558 0.0060282 0.00435441 0.00322567 0.00215458
internal_count=3910 3784 3206 2894 2806 2544 2271 1976 1860 181 1679 1485 136 1349 1185 527 290 129 103
is_linear=0
shrinkage=0.00142833


Tree=1991
num_leaves=14
num_cat=0
split_feature=124 4 0 4 43 4 42 12 4 4 15 457 3
split_gain=6.51911e-05 0.000116969 0.00014089 0.000110667 8.99869e-05 0.000132415 8.98752e-05 9.73541e-05 0.000149138 0.000121068 0.000164 0.000111394 0.000110001
threshold=0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 0.0041500000000000009 -0.077679999999999985 0.094640000000000016 -1.0000000180025095e-35 -0.0037349999999999992 0.053925000000000008 -0.106555 0.085360000000000005 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9 11 -11 12 -10
right_child=-2 2 -4 4 -6 6 -8 8 9 10 -12 -13 -14
leaf_value=-0.0025860069861537646 0.0019736668907251722 -0.0023568926536392098 0.0020751492522925212 0.0028392223562398572 -0.0019435400112696951 -0.0024225994614106919 0.0019365884672962045 -0.0022692136078256474 0.00093862828116001113 0.00084718195445105185 -0.0029221578362701849 -0.00037212036906867014 0.0046748551977657121
leaf_weight=0.0011958763902461941 0.0010047479043340064 0.0014542041534368238 0.0019485562009982282 0.0011447242638036844 0.0013985378402397138 0.0012634168951498057 0.0012966752971821692 0.0015368333056301935 0.0010513781765494499 0.0020012067685034815 0.0012120644868940933 0.0011490411401204881 0.0010107552293829869
leaf_count=173 91 495 234 345 578 253 306 746 207 139 238 44 61
internal_value=0 -0.000143998 3.33431e-05 -0.000240685 -5.13361e-06 0.000227244 -5.69395e-05 -0.000337161 -6.21188e-06 0.000535135 -0.000574635 0.00164563 0.00276994
internal_weight=0 0.0176633 0.0164674 0.0145188 0.0130646 0.0116661 0.0105214 0.0092247 0.00796128 0.00642445 0.00321327 0.00321117 0.00206213
internal_count=3910 3819 3646 3412 2917 2339 1994 1688 1435 689 377 312 268
is_linear=0
shrinkage=0.00808683


Tree=1992
num_leaves=15
num_cat=0
split_feature=49 42 4 43 1 0 12 12 13 47 51 48 51 52
split_gain=6.7053e-05 0.000109007 0.000116367 0.000111893 0.000110618 0.000148189 0.000134087 0.000126027 0.000167774 0.000176148 0.000201143 0.000117216 0.000143509 7.54799e-05
threshold=-0.14917999999999998 0.10138000000000001 -0.49837999999999999 0.12512500000000001 0.076710000000000014 -0.084074999999999997 0.099680000000000005 0.088375000000000023 -0.084084999999999979 0.09252500000000001 0.08955500000000001 0.084500000000000006 -0.07742499999999998 0.083750000000000005
decision_type=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 10 11 12 -10 -7
right_child=1 -3 3 -5 6 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0013389911081073337 -0.0021420696977738816 -0.0021143604988225575 -0.0029660852752722701 0.0022062641876358555 0.0023031540999025536 -0.001233951017099662 0.0024536231011542489 -0.0019126127732138703 -7.3615108189892015e-05 -0.0022378997269443725 -0.001704568209750165 -0.00069782713619639274 0.0029691184783110936 0.0010239958641142959
leaf_weight=0.0014148921684507256 0.0010038051962097715 0.0011004288692341982 0.0011095640072847088 0.0010372587232340717 0.0015318428913578767 0.0012591651998844454 0.0011254354356754074 0.0011765611936470086 0.001022929158054799 0.0012933103936609708 0.0013636812083695493 0.0010143155272319682 0.0018264463160369351 0.0012459546255531445
leaf_count=129 147 445 854 233 306 359 123 356 92 93 66 102 253 352
internal_value=0 -0.000134257 1.84109e-06 0.000145251 -7.78639e-06 -0.00098735 0.000334172 7.57164e-05 0.000366233 -8.87899e-05 0.000442924 0.00120088 0.00187677 -0.000110931
internal_weight=0 0.0171107 0.0160103 0.0150065 0.0139692 0.00361468 0.0103545 0.00922909 0.00805253 0.00652068 0.00522737 0.00386369 0.00284938 0.00250512
internal_count=3910 3781 3336 3189 2956 1565 1391 1268 912 606 513 447 345 711
is_linear=0
shrinkage=0.00650394


Tree=1993
num_leaves=20
num_cat=0
split_feature=1213 1456 14 11 3 13 52 40 47 39 0 51 13 52 15 16 0 4 1
split_gain=0.000416975 0.000327262 0.000302731 0.00022861 0.000251637 0.000189396 0.000247967 0.000225385 0.000369371 0.000219781 0.000271843 0.000266787 0.000204345 0.000160829 0.000236292 0.000162832 0.00030728 0.000157886 0.000301623
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.083514999999999992 0.10062000000000001 0.028705000000000001 0.13177500000000003 0.005105000000000001 -0.053834999999999994 -0.09021499999999999 -0.0038299999999999996 -0.0041199999999999995 -0.095799999999999982 -0.30307999999999996 -0.10575999999999998 -0.077679999999999985 0.09832500000000001
decision_type=2 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 17 8 9 10 11 -7 -13 14 -14 -15 -17 -6 -19
right_child=1 2 -4 -5 5 7 -8 -9 -10 -11 -12 12 13 15 -16 16 -18 18 -20
leaf_value=-0.00092628823648164974 -0.00083594194184682794 0.00070943549330826805 -0.00077804175582019673 -0.00054540501070633859 0.00092188809484840229 0.00077785834588436431 -0.00023581751899129147 0.00070689854516715802 -0.00097013141494952911 0.00066648341885824382 -0.00068670640076627599 -0.00064617921808890542 -0.0008623976419981455 -0.00024878636598177952 0.00012391309557559943 0.0008935403183265052 -3.1054958299905945e-05 -0.00010225136385842929 0.00084328762381433772
leaf_weight=0.0011882825534983632 0.0010443990050880833 0.0017640887911864423 0.0010160986260343554 0.0012884775014931895 0.0014643265478787582 0.0010805615259439029 0.001547485533417714 0.0010125534842913 0.0010342066782737533 0.0011531334445907268 0.0014783739380108676 0.0012385691160781516 0.0010264836432960223 0.0013984367054264979 0.0014678421071266379 0.0016252355084866998 0.0019864738497551134 0.0019565688895010142 0.0014688669613845476
leaf_count=592 332 136 97 123 89 130 162 48 46 241 202 712 30 79 94 29 240 341 187
internal_value=0 2.89425e-05 6.50626e-05 0.00010077 0.000137442 8.92527e-05 0.000314364 -1.06719e-05 -6.45352e-05 1.06608e-05 -5.62524e-05 3.86259e-05 -5.27366e-05 4.52076e-05 -0.000281981 0.0002081 0.000385004 0.000488482 0.000303207
internal_weight=0 0.0260522 0.0250078 0.0239917 0.0227032 0.0209391 0.00643725 0.0145019 0.0134893 0.0124551 0.011302 0.0098236 0.00874304 0.00750447 0.00249433 0.00501015 0.00361171 0.00488976 0.00342544
internal_count=3910 3318 2986 2889 2766 2630 779 1851 1803 1757 1516 1314 1184 472 124 348 269 617 528
is_linear=0
shrinkage=0.00157699


Tree=1994
num_leaves=14
num_cat=0
split_feature=150 151 151 159 160 49 43 13 16 0 15 16 43
split_gain=6.46801e-05 0.00012182 0.000116529 9.74095e-05 0.000129236 0.00013986 0.000129247 0.000175282 0.000138998 0.000129289 7.98874e-05 0.00011619 4.84423e-05
threshold=0.082085000000000019 -0.03268999999999999 -0.051109999999999996 -0.034019999999999988 -0.081069999999999989 0.092185000000000017 -0.074254999999999988 -0.09547499999999999 0.28937500000000005 -0.082844999999999988 -0.098459999999999978 -0.089559999999999987 0.052855000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 8 12 9 -6 -9 -12 -8
right_child=2 3 -4 4 5 -7 7 10 -10 -11 11 -13 -14
leaf_value=-0.0022712461341046356 0.0022467332192883851 -0.0018546653266715183 -0.00039375467669846729 0.0025084120122855062 0.0014936216958405426 0.0024118674407359172 -0.00064800455965590689 -0.00045035694248777886 0.002713169181044884 -0.0017445597467746002 -0.0012249241678599205 -0.0045670471236640723 0.0013339879091713168
leaf_weight=0.001425928650726869 0.0017061434718490531 0.0013919039343064056 0.0018898257778890417 0.0011668729106821341 0.0012294114765600758 0.0011067562644536564 0.0012790723356987692 0.0010073107004414531 0.0012489891248141927 0.0014318945117880134 0.0010906303115820358 0.0011428208203957072 0.0013703495560373757
leaf_count=317 321 471 192 323 232 323 118 119 80 289 223 801 101
internal_value=0 -0.000235467 0.000859051 -1.9896e-05 0.000191616 -5.62381e-05 -0.000334958 -0.00102029 0.000697382 -0.000248656 -0.00216273 -0.00293503 0.000377133
internal_weight=0 0.0148919 0.00359597 0.013466 0.0120741 0.0109072 0.00980048 0.00589018 0.0039103 0.00266131 0.00324076 0.00223345 0.00264942
internal_count=3910 3397 513 3080 2609 2286 1963 1362 601 521 1143 1024 219
is_linear=0
shrinkage=0.00732449


Tree=1995
num_leaves=15
num_cat=0
split_feature=403 475 403 160 151 3 12 3 15 12 52 15 42 1
split_gain=6.28947e-05 8.24219e-05 7.96822e-05 0.000116026 0.000148228 0.000188811 0.000150501 0.0002056 0.000123946 0.000119245 0.000169051 9.15372e-05 7.96605e-05 5.96017e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087440000000000004 -1.0000000180025095e-35 -0.085039999999999991 -0.015064999999999997 -0.023959999999999995 0.094625000000000015 -0.10469999999999999 0.092365000000000017 0.048490000000000012 -0.073314999999999991 0.083815000000000014 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 9 -7 -8 -3 10 -6 -9 -11 -13
right_child=1 2 -4 4 5 6 7 11 -10 12 -12 13 -14 -15
leaf_value=-0.001585283491062823 -0.0013236161197417637 0.00068205074937959073 -0.0015576284337083743 -0.001638690230380698 0.0011177704033195337 -0.0021149212945078223 -0.0014914087691071706 0.0029729736741382559 -0.0023776144202610548 0.0020505989219301618 0.0042220441894746065 0.0017510724343967551 -0.00029545087989472381 -0.00047948998875616987
leaf_weight=0.0010232725534038171 0.0016179581042759959 0.0010102178399491839 0.001000833876859039 0.0011501380376833939 0.0016066598067976199 0.0011527896918127022 0.0014707739503168078 0.0010952434468485261 0.0012568747477644674 0.0010165591503076971 0.0013790081543898769 0.0010167338096009892 0.0015393202340836243 0.0010102332980479467
leaf_count=930 589 144 336 183 313 193 77 77 473 171 133 50 193 48
internal_value=0 7.41109e-05 0.000218104 0.000338965 0.000585624 0.000812274 -1.38322e-05 0.000513519 -0.00101423 0.00166882 0.00255156 0.00145798 0.000637652 0.000639368
internal_weight=0 0.0173233 0.0157054 0.0147046 0.0124375 0.0112873 0.00574577 0.00459298 0.00226709 0.00554155 0.00298567 0.00312221 0.00255588 0.00202697
internal_count=3910 2980 2391 2055 1438 1255 445 252 617 810 446 175 364 98
is_linear=0
shrinkage=0.00650394


Tree=1996
num_leaves=13
num_cat=0
split_feature=1 123 42 42 51 3 52 0 133 1 4 51
split_gain=6.58781e-05 9.70151e-05 0.000140149 9.69225e-05 0.000128417 0.000100961 0.000160906 0.000120885 0.000136509 0.000135486 0.000163665 6.68949e-05
threshold=0.12730000000000002 1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 -0.07742499999999998 -0.15002999999999997 0.11401500000000002 -0.062649999999999983 0.083815000000000014 0.094695000000000015 -1.0000000180025095e-35 -0.24460499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 10 -7 -2
right_child=11 -3 -4 4 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0015497612120092881 -0.00030490450027040848 0.0015962891899952603 -0.0021359622245162935 -0.0016779285994086986 0.0024155417712729216 5.7083074771456681e-05 -0.0020940119496728441 0.0022419519837640397 0.0023610904966638478 0.0010271141613952854 -0.0033136444017160642 0.0019661060863637053
leaf_weight=0.0017882224186550342 0.0010199719330614698 0.001296157485854591 0.0017422883423013078 0.0015159486624902801 0.0010561106701372667 0.001583023143760868 0.0012034624903305043 0.0015657829020304581 0.001013165375343442 0.0018507460033759249 0.0011306689593049164 0.0014216933427135181
leaf_count=980 30 231 661 361 138 336 239 77 277 144 121 315
internal_value=0 -0.000177138 -0.00033622 -8.94549e-05 0.000149704 0.000444355 0.000194945 0.000580571 0.000114177 -0.000384569 -0.00134734 0.00101742
internal_weight=0 0.0157456 0.0144494 0.0127071 0.0109189 0.00940296 0.00834685 0.00714339 0.0055776 0.00456444 0.00271369 0.00244167
internal_count=3910 3565 3334 2673 1693 1332 1194 955 878 601 457 345
is_linear=0
shrinkage=0.0067667


Tree=1997
num_leaves=24
num_cat=0
split_feature=1213 14 44 3 48 50 376 159 3 52 1 0 12 403 151 1 49 0 1 15 133 4 16
split_gain=0.00031996 0.000287139 0.000283971 0.000317102 0.000291809 0.000340411 0.000338433 0.000363164 0.000433317 0.000311381 0.000321716 0.000388883 0.000460299 0.000351626 0.000271711 0.000203032 0.000301744 0.000399683 0.000311959 0.000148356 0.000147903 0.000109424 9.0928e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.085085000000000008 0.24227500000000002 0.12862000000000004 0.10625000000000001 0.11605500000000001 0.10519500000000001 0.10420500000000001 -0.27466499999999994 1.0000000180025095e-35 -0.089879999999999974 0.092365000000000017 0.03138500000000001 -0.056409999999999995 0.11561500000000001 -0.069934999999999983 -0.13027499999999997 0.095575000000000007 -0.07142999999999998 0.084285000000000013 -0.10018999999999999 0.15737500000000001
decision_type=2 2 2 2 2 2 2 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 -11 20 14 -12 16 -16 -18 -19 -10 21 -13 -21
right_child=1 -3 -4 -5 -6 -7 -8 -9 19 10 13 12 -14 -15 15 -17 17 18 -20 22 -22 -23 -24
leaf_value=-0.00073174635211412835 -0.00052937671254612998 -0.00069377183502856185 -0.00066550194655214427 0.00082016558690566988 -0.000590044968425483 -0.00070538634399999495 -0.00068291253039180159 -0.00059897769436154569 0.00025056019218943341 -0.00081581315495231506 0.0007285871804945202 0.00087988260900162931 -0.0007039127657747933 0.0011249878948782991 -0.00071247208027852983 0.00061256119029894204 0.00068579850407204598 -0.00080858427478703427 0.00016444466476347915 0.001214218026724979 -4.6681206970104482e-05 0.00025185073350444433 0.00061579341896213962
leaf_weight=0.0012217158594023106 0.0014203001638298926 0.0011206853768426775 0.0011043774728207714 0.0011122509067307542 0.0014117416379294525 0.0010786376564703879 0.0010322026030866174 0.0012307738855062344 0.0010417485323159781 0.0012144188086283371 0.0018123934811045692 0.0011256555767107379 0.0011239367182853469 0.0010095847560798185 0.0010196419770327489 0.0013241627965257519 0.0017491077952238596 0.0010332471632125669 0.0019237310824660181 0.0010233456591652859 0.0012583800267684381 0.0011383476854622977 0.0010489859510940391
leaf_count=592 309 112 55 161 91 319 25 242 27 332 177 24 251 39 54 116 71 246 120 45 264 200 38
internal_value=0 1.47868e-05 4.39409e-05 7.39224e-05 4.0749e-05 7.8469e-05 0.000115997 0.000154356 0.000200104 0.000111116 0.000168938 -9.61477e-05 9.19528e-05 0.000326315 0.000235331 0.000108524 -8.04282e-06 0.000144582 -0.000175558 0.000690266 0.000345901 0.000564106 0.000911304
internal_weight=0 0.0283577 0.027237 0.0261326 0.0250203 0.0236086 0.02253 0.0214978 0.020267 0.0171529 0.0157326 0.00586074 0.00464632 0.00987187 0.00886228 0.00704989 0.00572573 0.00470609 0.00295698 0.00311408 0.00352238 0.002264 0.00207233
internal_count=3910 3318 3206 3151 2990 2899 2580 2555 2313 2203 1894 1071 739 823 784 607 491 437 366 110 488 224 83
is_linear=0
shrinkage=0.00142833


Tree=1998
num_leaves=14
num_cat=0
split_feature=11 3 1 0 2 3 157 12 160 0 151 0 1
split_gain=6.36752e-05 9.63506e-05 9.59023e-05 0.000121807 0.000112145 0.000149655 8.87128e-05 9.36524e-05 0.000222644 0.000122242 0.000164497 6.45911e-05 6.40192e-05
threshold=0.081005000000000008 -0.14218999999999996 1.0000000180025095e-35 -0.089879999999999974 0.10362500000000001 -0.084129999999999996 -0.074309999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084154999999999994 -0.0088999999999999982 -0.082074999999999995 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 11 -9 10 -10 -8 -12
right_child=-2 2 6 4 -6 -7 7 8 9 -11 12 -13 -14
leaf_value=0.0017448702293374079 -0.0012864369937330791 -0.002459160290857073 0.0017499072705923246 -0.0011033394114822186 -0.0019256424313667804 0.0017404155743295259 0.00019093304521876063 -0.0025326136430950186 -0.0011988526063732294 -0.0012786485860390058 0.00052196284087548399 0.0023136889755915957 0.0022837119686966159
leaf_weight=0.0012232061819539555 0.0013681511782410163 0.0011822320270125971 0.001361163796722035 0.0012892688113379357 0.0010419533460970694 0.0015083529317699079 0.0011430605717509725 0.0013243272414325 0.0011587857788059319 0.0014586644769027492 0.0013912957236195131 0.0010178842472384859 0.001748408266483148
leaf_count=158 233 463 206 646 286 555 203 250 106 411 125 188 80
internal_value=0 8.83882e-05 -4.12865e-05 -0.000738991 -0.000209338 0.000429887 0.000289143 7.40108e-05 -0.000266791 0.00025442 0.000774656 0.00119083 0.00150303
internal_weight=0 0.0168486 0.0156254 0.00502181 0.00383958 0.00279762 0.0106036 0.00924243 0.00708148 0.00575715 0.00429849 0.00216094 0.0031397
internal_count=3910 3677 3519 1950 1487 1201 1569 1363 972 722 311 391 205
is_linear=0
shrinkage=0.0061288


Tree=1999
num_leaves=21
num_cat=0
split_feature=14 1213 1456 11 3 457 1374 1 150 3 1 2 2 3 13 43 4 2 43 0
split_gain=0.000452179 0.000308871 0.000279481 0.000235556 0.000268082 0.000151814 0.000182536 0.000192432 0.000323106 0.000310839 0.000330627 0.00032947 0.000281609 0.000212715 0.000236393 0.000144433 0.000142563 0.000138732 7.66069e-05 6.61037e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -0.067474999999999993 -0.049459999999999997 1.0000000180025095e-35 0.075065000000000007 0.090325000000000003 0.11198000000000001 1.0000000180025095e-35 0.10393500000000001 -0.084129999999999996 -0.074599999999999986 -0.074254999999999988 0.24280000000000004 0.106035 -0.077544999999999989 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 17 -6 -7 12 9 11 -11 15 13 -8 18 19 -12 -4 -15 -9
right_child=-2 2 3 -5 5 6 7 8 -10 10 16 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.00075725610090739484 -0.00092021587934939901 -0.00068809099485379346 0.0002258006036648358 -0.00052792091513137495 -0.00037601796706621885 -0.00047240801567393622 -0.00035435676369302219 0.00019252748112773496 0.00088659378970314953 -0.00082971191904381199 -0.00017409965987095206 0.0010129134614773137 -0.00068221139114345915 0.00089540954164957763 -0.00022150327874413279 -9.3738284336284758e-05 0.00047943332462423876 0.00089241984111139156 0.00032618251655272741 0.00072063017429865352
leaf_weight=0.0010260317634756674 0.0011200427191641873 0.0010187979183148383 0.0013187910967271911 0.0012340362274301233 0.0015151281420347279 0.0010936334112932036 0.0015070289200933319 0.0010095655512265267 0.0014918014938021121 0.0011038474376916518 0.0016432473734653286 0.0013339588387360768 0.0012553913841415743 0.0010066293053520164 0.0011296559915893204 0.0020501377886346667 0.0012454478833337917 0.001331817269867086 0.0010006836017468768 0.0010028076814342004
leaf_count=578 126 312 121 123 238 79 388 123 212 99 59 157 217 110 260 278 110 80 143 97
internal_value=0 2.57266e-05 5.87972e-05 9.14921e-05 0.000126174 6.67649e-05 0.000104299 0.000141885 0.000256764 0.000156691 -0.000151496 0.000384702 -6.9997e-05 9.55002e-05 0.000311616 0.000178423 0.000107668 0.000560748 0.000611639 0.000455692
internal_weight=0 0.0253184 0.0242924 0.0232736 0.0220396 0.019389 0.0178738 0.0167802 0.0108808 0.00938901 0.00399254 0.00539647 0.00589939 0.004644 0.00313697 0.00406251 0.0028887 0.00265061 0.00200731 0.00201237
internal_count=3910 3784 3206 2894 2771 2570 2332 2253 1135 923 268 655 1118 901 513 498 169 201 253 220
is_linear=0
shrinkage=0.00145689


Tree=2000
num_leaves=13
num_cat=0
split_feature=52 1 457 160 12 43 48 160 43 133 16 1
split_gain=6.09113e-05 0.00010977 0.000117305 9.41403e-05 0.000124929 0.000119222 0.000174161 0.000135802 0.000213654 0.000120921 9.32145e-05 6.52688e-05
threshold=-0.27466499999999994 0.13429500000000003 0.088055000000000008 0.090735000000000024 0.10214500000000001 -0.044024999999999988 0.086125000000000021 -1.0000000180025095e-35 -0.089949999999999988 -0.0056849999999999991 -0.094359999999999986 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 9 -2 -9 -7 -11 -12
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 11 -13
leaf_value=-0.0013071298438872021 -0.0008435092895086705 0.0023547841221817551 0.0019446280601702213 -0.0023981223667454313 -0.0019386527825198412 -0.0017452906437189111 -0.0026193553158835826 0.00045086272745040759 0.004626533479769707 0.0020772639679007558 -0.00094038907627564023 0.0014115907361424839
leaf_weight=0.0017722047050441779 0.001179150904792781 0.0011021504315694387 0.001449103863004079 0.0010104727794246629 0.0016802831025082886 0.0013089995912883481 0.0014533977839286463 0.0016345102594909414 0.0010996289415109439 0.0017972657613199924 0.0017155656657584853 0.0010030892904189237
leaf_count=425 612 251 171 243 341 600 188 239 270 116 394 60
internal_value=0 0.000122119 -3.83833e-05 -0.000245379 -7.63837e-05 0.000203213 -0.000351112 0.0012342 0.00213025 0.000214846 0.000783018 -7.25902e-05
internal_weight=0 0.0164336 0.0153315 0.0138824 0.0128719 0.0111916 0.00727832 0.00391329 0.00273414 0.00582492 0.00451592 0.00271865
internal_count=3910 3485 3234 3063 2820 2479 1358 1121 509 1170 570 454
is_linear=0
shrinkage=0.00732449


Tree=2001
num_leaves=22
num_cat=0
split_feature=14 1213 403 1 0 4 42 12 123 50 48 12 1 457 12 52 3 48 0 4 13
split_gain=0.000362177 0.000350565 0.000185222 0.000516353 0.000180472 0.00035984 0.000174573 0.000352739 0.000194091 0.000166676 0.000288649 0.000227743 0.000342594 0.000229678 0.000266401 0.000440533 0.000281406 0.00028273 0.000248993 0.000237992 2.17468e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.18055000000000002 -0.48072499999999996 -1.0000000180025095e-35 0.051320000000000005 1.0000000180025095e-35 0.082310000000000008 0.12738500000000003 -0.0089849999999999982 0.12263000000000002 -0.068769999999999984 0.095295000000000019 -0.0025949999999999997 0.090325000000000003 0.085575000000000012 -0.15291499999999997 -0.014549999999999999 -0.086264999999999994
decision_type=2 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 10 11 -8 13 -13 15 16 17 -15 -17 -20 -16
right_child=-2 2 3 -5 -6 6 8 -9 -10 -11 -12 12 -14 14 20 18 -18 -19 19 -21 -22
leaf_value=-0.00075153940220353671 -0.00080234747179131871 -0.00078765839936985034 -0.0002661993117933579 0.0010462488067136632 0.00055534055449188988 0.00015863969561975152 -0.00048640162396340435 -0.00087592324416908157 0.00061933274145610018 -0.00039862025138640185 -0.00060424021204648663 -0.00049974727626260853 0.00083389741163643241 -0.00083392250785522799 -0.00014126437374567443 0.0010453812255476471 0.00037974328937585909 0.00010870941025741538 0.00083404241527033852 3.7647091666399603e-05 -0.00042679582084466724
leaf_weight=0.0010851016640820296 0.0010717964115505843 0.0010914487282017186 0.0010807207748266537 0.0011839159806430466 0.0010802888767280352 0.0013482883994929687 0.0010476648578114341 0.0011517435548913865 0.0011329013759332198 0.0015370574459592562 0.0010904554271347075 0.0010810152668679083 0.0013488062381523678 0.0011806297048765737 0.0010040609985661475 0.0014216327012328556 0.0016628339805924153 0.0012188139318840274 0.0011564277572202464 0.0018206844033587617 0.0010068929289426065
leaf_count=578 126 183 177 77 35 112 95 518 256 379 66 128 89 316 32 72 57 67 216 140 191
internal_value=0 1.21559e-05 4.57791e-05 0.000419928 7.92169e-06 -1.98404e-05 2.16261e-05 -0.000317975 6.95661e-05 3.19941e-05 7.60022e-05 0.000129178 0.000179165 0.000102725 0.000164918 0.000271669 -5.43063e-05 -0.000355106 0.000572709 0.000346998 -0.000284231
internal_weight=0 0.0257314 0.0246463 0.00226464 0.0223816 0.0213014 0.0202099 0.00250003 0.0177099 0.016577 0.0150399 0.0139495 0.0129018 0.011553 0.010472 0.00846102 0.00406228 0.00239944 0.00439874 0.00297711 0.00201095
internal_count=3910 3784 3206 254 2952 2917 2734 630 2104 1848 1469 1403 1308 1219 1091 868 440 383 428 356 223
is_linear=0
shrinkage=0.00137286


Tree=2002
num_leaves=14
num_cat=0
split_feature=483 484 4 0 1 49 15 1 15 15 0 13 13
split_gain=5.86105e-05 6.44389e-05 8.47403e-05 0.00018515 0.000137236 0.000186383 0.000131804 0.00013226 0.000123253 0.000177638 0.000101921 8.35767e-05 5.9377e-05
threshold=0.085195000000000007 0.085515000000000022 0.0057500000000000008 -0.089879999999999974 0.079355000000000023 -0.047309999999999998 -0.031229999999999997 0.088495000000000018 -0.055679999999999993 -0.10312999999999999 -0.082709999999999992 0.083175000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -5 10 9 12 -8 -12 -7
right_child=-2 -3 4 6 5 8 7 -9 -10 -11 11 -13 -14
leaf_value=-0.0021911853188827102 -0.0014224823837174884 0.0013215115810223158 -0.0015004771754803879 0.0018740434015712402 0.0027378990194513284 -0.00046627795548250504 0.0018646766058430066 -0.0024568317952754827 0.0016552496034408905 -0.0026316477442819663 -0.0014143065227741841 0.0009212166616900389 0.0016575982209567769
leaf_weight=0.0019866581862964952 0.0011275757224831267 0.001542526038272359 0.0012438145683622394 0.0012752892462614884 0.0015503478091137002 0.0011284692288111263 0.0010006311514483028 0.0010294866125113156 0.0015780527672329958 0.0010778423377777457 0.0016357984393604178 0.0010061544370836284 0.0010179963567656276
leaf_count=455 416 291 322 342 110 196 434 445 85 85 540 81 108
internal_value=0 7.85108e-05 -4.49467e-05 -0.000505828 0.00043641 0.000815639 5.71499e-05 -0.00043879 0.000195075 -0.00051957 0.00013156 -0.000524852 0.000541005
internal_weight=0 0.0170731 0.0155305 0.00793402 0.00759652 0.00635271 0.00594736 0.00467207 0.00480236 0.00322431 0.00364258 0.00264195 0.00214647
internal_count=3910 3494 3203 2297 906 584 1842 1500 474 389 1055 621 304
is_linear=0
shrinkage=0.00637641


Tree=2003
num_leaves=21
num_cat=0
split_feature=14 1213 1456 11 3 13 453 52 2 0 150 48 4 4 1 4 3 47 43 42
split_gain=0.000397049 0.000381061 0.000225474 0.00019734 0.000226841 0.00018231 0.000263268 0.000242843 0.000185021 0.000180812 0.000317945 0.000271873 0.000182118 0.000189591 0.000218867 0.00024013 0.000169785 0.000145584 0.000122817 8.57646e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.089899999999999994 1.0000000180025095e-35 0.10062000000000001 0.097940000000000013 -0.230625 0.088040000000000021 0.092930000000000013 -0.23071499999999998 -0.084009999999999987 0.095575000000000007 -0.0017649999999999999 0.090325000000000003 0.09252500000000001 -1.0000000180025095e-35 0.079890000000000017
decision_type=2 2 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 9 8 19 11 12 -7 -11 -14 15 18 17 -16 -15 -6
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 -13 13 14 16 -17 -18 -19 -20 -21
leaf_value=-0.00087969953332794133 -0.00096430667577012308 -0.0006727484397866043 0.00066458363139750855 -0.00050615926215445489 -0.00010132275505603098 0.0010543945618370495 -0.00078392106639785697 -0.00027092247227991482 0.0009174709588934104 -0.00046188456182330812 -0.00079174219019823282 -8.5825981209094307e-05 0.00070227001286559331 -0.00032598220805966357 0.00085197773390022007 -0.00079453323092806513 -9.9409622931588809e-05 0.00016125683572537592 0.00041314779034002172 0.00054556794435708965
leaf_weight=0.0011221194478467427 0.0010633614593970045 0.0010018644462864946 0.0017881023320235291 0.0013001264994620945 0.0010365066630528908 0.0010308368600919727 0.0010097486580222794 0.0012186322449109499 0.0017340729272541933 0.0014506908564867861 0.0012083984795004101 0.0010495304337609923 0.0012816390651056971 0.0010657413493105582 0.0014776352733782937 0.0012791805690669763 0.0019457957606974219 0.0015600705370808488 0.0011759894238019776 0.0010027917606435233
leaf_count=578 126 312 141 123 52 55 74 106 158 126 203 24 216 585 259 342 49 91 180 110
internal_value=0 1.90252e-05 5.99913e-05 9.1077e-05 0.000125873 7.89465e-05 -5.2989e-06 0.000341121 0.000538784 4.88274e-05 -2.31085e-05 0.000479161 5.95503e-05 0.000136848 5.16375e-05 -0.000249341 0.000264283 0.000497245 6.1758e-05 0.000216775
internal_weight=0 0.0257395 0.0246174 0.0236155 0.0223154 0.0205273 0.0155353 0.004992 0.00377337 0.0145255 0.0124451 0.00208037 0.0112367 0.00978605 0.00850441 0.00352091 0.0049835 0.00303771 0.00224173 0.0020393
internal_count=3910 3784 3206 2894 2771 2630 2204 426 320 2130 2051 79 1848 1722 1506 1107 399 350 765 162
is_linear=0
shrinkage=0.00157699


Tree=2004
num_leaves=22
num_cat=0
split_feature=14 1213 1456 1374 11 453 0 48 51 157 51 43 42 3 15 3 15 52 4 13 47
split_gain=0.000418145 0.000413567 0.000324553 0.00028986 0.000241925 0.000234557 0.000246491 0.000284489 0.000260464 0.000173628 0.000199766 0.000188602 0.000291666 0.000253631 0.000247029 0.000217486 0.000273077 0.000193575 0.00027821 0.000204696 0.000158995
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 -0.230625 0.10417000000000001 0.11355500000000002 -0.077534999999999979 0.043405000000000006 -0.074254999999999988 -0.10770999999999999 -0.075954999999999981 0.085120000000000015 -0.10628499999999998 0.083935000000000023 0.10701500000000001 -0.029114999999999999 -0.069479999999999986 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
left_child=1 -1 -3 -4 5 6 -5 8 9 -8 11 12 -11 15 17 -14 -17 18 19 -13 -20
right_child=-2 2 3 4 -6 -7 7 -9 -10 10 -12 14 13 -15 -16 16 -18 -19 20 -21 -22
leaf_value=-0.0008624599530931697 -0.00094298881975183062 -0.00076040832720450965 -0.0006991992957577814 0.00080206718278994383 -0.00050456055971576823 -0.00047667798162471934 0.0007186902698415725 0.00073471251273491875 -0.00064343903781289571 -0.00038164266210937705 0.00065151843327923629 0.000478631696285316 0.00075404636571103207 0.00098412621269481845 0.00035828458549970346 -0.00045742992674426431 0.0005411091563667478 0.00031539554207365479 -0.0010260072435917334 -0.00046849525619040502 -0.00026902457209483486
leaf_weight=0.0011667363143341982 0.0010773817640943309 0.0010612212016497839 0.0010104754273392294 0.0014754814792223769 0.0013045078412297064 0.001228645474899758 0.0011364230910192721 0.0017945400670493763 0.0010167738372578441 0.0013515946957130577 0.001398860382199941 0.0010754393957885244 0.0011630166039952594 0.0013133108483550683 0.0019598417459639195 0.0014891673095277017 0.0010896484378335458 0.001080278067334503 0.0015860453043279087 0.0010229211813934441 0.0010658974524378889
leaf_count=578 126 312 66 70 123 88 237 185 123 87 180 47 52 217 433 259 116 62 335 159 55
internal_value=0 2.01026e-05 6.02881e-05 9.57457e-05 0.000129851 0.00016705 0.000204678 0.000159578 0.000101429 0.000146692 0.000105012 5.11645e-05 0.000243811 0.000411039 -0.000107266 0.000209896 -3.55089e-05 -0.000263752 -0.000395457 1.69207e-05 -0.000721753
internal_weight=0 0.0267908 0.0256241 0.0245629 0.0235524 0.0222479 0.0210192 0.0195438 0.0177492 0.0167324 0.015596 0.0141972 0.00640674 0.00505514 0.00779042 0.00374183 0.00257882 0.00583058 0.0047503 0.00209836 0.00265194
internal_count=3910 3784 3206 2894 2828 2705 2617 2547 2362 2239 2002 1822 731 644 1091 427 375 658 596 206 390
is_linear=0
shrinkage=0.00151575


Tree=2005
num_leaves=14
num_cat=0
split_feature=52 52 51 1 1 16 16 52 457 51 47 16 3
split_gain=6.13422e-05 0.000100385 0.000109086 0.000104889 8.85652e-05 0.000132654 0.000210014 0.000156283 9.47694e-05 7.86344e-05 0.000162237 0.000119808 7.20257e-05
threshold=-0.27466499999999994 -0.081429999999999989 -0.07742499999999998 0.092730000000000021 0.088010000000000019 0.20277000000000003 -0.27337499999999998 0.071660000000000015 0.041935000000000007 0.11024000000000002 0.09252500000000001 -0.088504999999999986 -0.081954999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 12 5 6 -4 -8 9 10 11 -6 -2
right_child=1 2 4 -5 8 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.001231125196666187 0.0016226045270031813 -0.0023295336377234916 0.0012009484304890653 0.0030306341219536897 0.00020132595559011379 0.001545015564032299 -0.0043237548696253543 -0.00098672217234238775 0.0022683123292361906 -0.0015384494285574047 -0.001322440255751756 0.0027645738721968406 -0.00094405715508642145
leaf_weight=0.0017880636133181865 0.0010419576606519251 0.0010067173271041856 0.0011872474882716026 0.0010316959103863349 0.0019433977498370721 0.0010250226192297651 0.0010792427727839803 0.0017569617401833985 0.0012246296468462897 0.0010661610405071076 0.0015686169188664605 0.0015708132650157913 0.0010413992938395318
leaf_count=425 191 247 169 198 324 20 511 920 114 104 134 396 157
internal_value=0 0.000114582 -0.000144362 0.00123087 3.27301e-05 -0.000671592 -0.0012363 -0.00225654 0.000514956 0.000165759 0.000523229 0.00134707 0.000339618
internal_weight=0 0.0165439 0.0134288 0.00311505 0.0124221 0.00504847 0.00402345 0.0028362 0.00737362 0.00614899 0.00508283 0.00351421 0.00208336
internal_count=3910 3485 2939 546 2692 1620 1600 1431 1072 958 854 720 348
is_linear=0
shrinkage=0.00690203


Tree=2006
num_leaves=23
num_cat=0
split_feature=14 1213 11 159 159 160 52 12 133 16 16 3 2 0 457 3 457 0 3 0 2 3
split_gain=0.000415505 0.000383232 0.000263887 0.000277002 0.000323004 0.000181364 0.000215737 0.000275225 0.000254442 0.000236546 0.000267761 0.000263416 0.00014908 0.000368835 0.000209277 0.000236756 0.000184164 0.000254036 0.000203012 0.000155623 0.000109985 5.75555e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 0.10856 0.073745000000000019 -0.23073999999999997 -0.24456499999999998 0.093125000000000013 0.10681500000000001 0.20277000000000003 0.054425000000000008 -0.12008499999999998 0.11339500000000001 -0.19631499999999999 -0.0015249999999999997 0.090325000000000003 0.08426500000000002 -0.10575999999999998 -0.078884999999999997 -0.23029999999999998 0.097360000000000016 -0.015794999999999997
decision_type=2 2 2 2 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 -8 14 -14 -13 16 17 -16 -19 -17 -6 -20
right_child=-2 2 -4 -5 20 6 8 -9 -10 -11 -12 12 13 -15 15 19 -18 18 21 -21 -22 -23
leaf_value=-0.00083276270285622474 -0.00090528479358983579 -0.00051903936537114025 -0.00058673593854545664 -0.00065472730838525778 0.00034412447170423021 -0.00077418964574932456 0.00091056285149781709 0.00022415068820500294 -0.00054979951849427606 0.00068582218871637369 -0.00056788436096313422 -0.00040993301815140201 -0.00080696856189678954 0.00028592175971364585 0.00073256703608532282 0.0011442544792890765 -0.00041801158694679068 -0.00041405652757618293 0.00054544367955605732 0.00032222941592676644 0.001024989791423465 6.1429819450047e-05
leaf_weight=0.0011444761148741494 0.0011463076411876707 0.0011259236111842768 0.0013757755986549816 0.0010754828693054488 0.0010856713582086805 0.0013343767242474719 0.0010371941055323181 0.0011229977881857256 0.0010688701192358213 0.0019388114882103449 0.0011111058024938095 0.0010348322373042668 0.0011703191488159348 0.0016340446917253943 0.0017442704824008294 0.0010324404423367461 0.0010312013122424912 0.0013478816283401173 0.0011627576570152343 0.0010023209997404303 0.0010125572624285484 0.0010171075713036239
leaf_count=578 126 279 125 242 206 214 74 134 352 82 87 168 49 130 78 46 90 433 139 46 141 91
internal_value=0 8.45655e-06 4.62622e-05 8.24123e-05 0.000116859 6.11006e-05 9.41059e-05 -0.000317957 0.000152525 0.000198681 0.000132752 0.000191663 0.000130431 -0.000170164 0.000220369 0.000298597 0.000156324 0.000268663 3.92886e-05 0.000739326 0.000672695 0.000319607
internal_weight=0 0.0266104 0.0254659 0.0240902 0.0230147 0.0209165 0.0197905 0.00245737 0.0173332 0.0162643 0.0143255 0.0132144 0.0121772 0.00280436 0.00937281 0.00833798 0.00630322 0.00527202 0.00352775 0.00203476 0.00209823 0.00217987
internal_count=3910 3784 3206 3081 2839 2492 2213 348 1865 1513 1431 1344 1270 179 1091 923 831 741 663 92 347 230
is_linear=0
shrinkage=0.00148603


Tree=2007
num_leaves=22
num_cat=0
split_feature=1213 14 1456 14 0 484 133 13 2 3 16 12 1 15 0 16 0 2 47 15 12
split_gain=0.000435978 0.000376561 0.000293895 0.000248053 0.000320293 0.0002838 0.000265269 0.000398902 0.000246368 0.000229546 0.000232431 0.000208221 0.000183999 0.000380769 0.000261936 0.000475964 0.000216237 0.00021209 0.000176836 0.000176743 0.000116695
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.13131999999999996 -0.14293499999999998 0.085815000000000016 0.10681500000000001 -0.091229999999999992 0.098195000000000018 -0.15002999999999997 -0.41862999999999995 0.09277500000000001 0.094695000000000015 0.085120000000000015 -0.099864999999999995 -0.071799999999999989 -0.23029999999999998 0.086915000000000006 0.10843500000000002 -0.042544999999999993 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
left_child=-1 2 -2 4 -4 6 7 8 19 -9 -11 -10 13 16 15 -14 -12 -18 -16 -5 -19
right_child=1 -3 3 5 -6 -7 -8 9 11 10 12 -13 14 -15 18 -17 17 20 -20 -21 -22
leaf_value=-0.0010500346918098542 -0.00083338336061592865 -0.00099607508110332102 -0.0010616328265954551 -0.00033866314009268892 0.0002370934555156129 0.00076692591452757618 -0.0006885085627840558 0.00071588987225053931 0.001403188296433649 -0.00068563204742310964 0.00026529077783499612 0.00039319194901478487 -3.9970722505618049e-05 0.00066569585625143076 -0.00055128865702399829 0.0014326726252466796 -0.0010724229778699339 5.7145090271732935e-05 0.0002731370812945102 0.00056134728677320448 -0.00070819422776104385
leaf_weight=0.0011735075199245651 0.0010469540479561305 0.0010371340493175998 0.0011839240901920789 0.0010909977101664081 0.0010387956411184859 0.0019416403813218011 0.0012175957495178169 0.0011698240194875026 0.0013063815038477644 0.0015886902933551052 0.0011189458508340478 0.0010918533233457151 0.0013963568524893444 0.0012181420332674775 0.0013991334145434728 0.0011798192408514763 0.0015675370765612451 0.0013833162473351479 0.0016546293974020188 0.0015237294527867774 0.0010002383794369477
leaf_count=592 312 112 36 85 122 272 406 143 133 172 24 37 30 274 206 67 314 155 48 88 282
internal_value=0 1.26509e-05 5.27062e-05 8.97081e-05 -0.000454669 0.000142665 8.46899e-05 0.000132504 0.000548232 -9.49224e-06 -7.23176e-05 0.000943363 9.43753e-06 -0.000191251 0.00023359 0.00063446 -0.000397143 -0.000584744 -0.000104588 0.000185817 -0.000264023
internal_weight=0 0.0271556 0.0261185 0.0250716 0.00222272 0.0228488 0.0209072 0.0196896 0.00501296 0.0146766 0.0135068 0.00239823 0.0119181 0.00628818 0.00562994 0.00257618 0.00507004 0.00395109 0.00305376 0.00261473 0.00238355
internal_count=3910 3318 3206 2894 158 2736 2464 2058 343 1715 1572 170 1400 1049 351 97 775 751 254 173 437
is_linear=0
shrinkage=0.00170698


Tree=2008
num_leaves=21
num_cat=0
split_feature=14 1213 52 157 1 14 48 1 2 12 43 1 16 12 52 47 15 1 1 4
split_gain=0.000397834 0.000356295 0.000215199 0.000331219 0.000273077 0.000318096 0.000258215 0.000261546 0.000476309 0.000204282 0.000207507 0.000215048 0.000338182 0.00034683 0.000283378 0.000186072 0.000176414 0.000164211 0.000158457 7.35036e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.27466499999999994 -0.062769999999999979 0.14000500000000002 -0.10523499999999998 0.12862000000000004 0.10113500000000002 0.11125500000000001 0.10214500000000001 -0.15426499999999996 0.089455000000000021 -0.083564999999999987 0.088325000000000015 0.084240000000000023 0.096475000000000019 0.024640000000000006 0.094385000000000011 0.091845000000000024 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 18 5 -5 7 9 15 10 -7 12 14 -14 16 -9 -12 -13 -4 -3
right_child=-2 2 3 4 -6 6 -8 8 -10 -11 11 17 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00085701255172967354 -0.00099458075268197698 -0.00068755933180193046 0.00026654256013839258 -0.00066855527029708044 0.00085177003924431956 0.00053039246507305914 -0.00071663365481987199 0.00046594331538238668 0.0012577021150435447 -0.00066802786441115633 0.00028163446586669939 -0.00092380566382673694 -0.00071077784552013427 0.00044387140751911311 -0.00031215086914007368 -0.00033312612025534631 0.0010643330974407989 -5.3829104314855984e-05 0.0011396912691256553 -9.6593175287454922e-05
leaf_weight=0.0011400614275760548 0.0010352623274713915 0.0011946631726808604 0.0010596514838252654 0.0016667124356449228 0.0010337765347116041 0.0019927497407872226 0.0010267352598618542 0.0016560617255708112 0.0013251560967168993 0.0010958943698077617 0.0015692157490789314 0.0010876985459168376 0.0019600194783989996 0.0010251271046228944 0.0010678070553287178 0.001384217549968314 0.0014186747823089485 0.0011600750633984358 0.001091878765269505 0.0010006862387257343
leaf_count=578 126 357 273 86 131 111 72 225 154 185 131 176 365 282 220 77 75 116 137 33
internal_value=0 2.22446e-05 6.26369e-05 0.000109299 4.61976e-05 3.35055e-06 6.6373e-05 0.00011439 0.000452913 -5.0059e-06 5.94014e-05 -4.16435e-05 9.66442e-05 -0.000314261 0.000399086 0.000102133 0.000653266 -0.000474811 0.000709656 -0.000418185
internal_weight=0 0.0259569 0.0248168 0.0226215 0.0204699 0.0194361 0.0177694 0.0167427 0.00436544 0.0123773 0.0112814 0.00928862 0.00704084 0.00298515 0.0040557 0.00304028 0.00298789 0.00224777 0.00215153 0.00219535
internal_count=3910 3784 3206 2816 2406 2275 2189 2117 456 1661 1476 1365 1073 647 426 302 206 292 410 390
is_linear=0
shrinkage=0.00160853


Tree=2009
num_leaves=23
num_cat=0
split_feature=14 1213 1456 128 402 52 15 133 13 16 4 43 16 0 15 2 0 51 4 1 13 4
split_gain=0.000446353 0.000350762 0.000320271 0.000204311 0.000163071 0.000200746 0.000224857 0.00033967 0.000253066 0.000251376 0.00021867 0.000386801 0.00020061 0.000292327 0.000276262 0.000243168 0.000163323 0.000446018 0.000298924 0.00021161 0.000143172 0.000122008
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 0.076115000000000002 -0.42035499999999998 -0.095799999999999982 0.10681500000000001 -0.10023999999999998 -0.38486499999999996 -0.23071499999999998 -0.083094999999999988 -0.09601999999999998 -0.10303999999999998 -0.24219999999999997 0.091025000000000009 -0.070894999999999986 -0.24460499999999999 0.0057500000000000008 0.088495000000000018 -0.0041499999999999983 -0.06272999999999998
decision_type=2 2 2 2 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 12 8 21 -10 11 -11 14 -14 -7 -16 18 -18 19 20 -12 -8
right_child=-2 2 3 -5 -6 6 7 -9 9 10 16 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00080173310802379586 -0.00094996654641661292 -0.00074851948713827254 -0.00054981358871182193 -0.00055918847760935253 0.00063566847188978261 0.00075795767337787036 0.00037081903422271992 -0.00058537213714471086 -0.00045911138506554754 0.00045351477790617992 -0.00015667047388901611 -0.0007980774034543369 -0.00086439670906407788 0.00015276974237536775 -0.0006507016619815212 0.00020052472843354728 5.5478851101215281e-05 0.0012716629001684465 0.00075010601364177353 -0.00054173495983870221 0.00051360464683146347 0.0010196155840421215
leaf_weight=0.0010981329552839916 0.0010861808401822484 0.0010509624167134883 0.0010419538272559382 0.0010315331936385291 0.0012643452287941078 0.001034627695807231 0.0012581065973907291 0.0010832824174507602 0.0012000667097647423 0.0011123387511844385 0.0012561269210225731 0.0010696039386290891 0.00148264709656587 0.0010772817355073549 0.0012066055531376602 0.0019208997142559081 0.0013137995694989524 0.0013502967475877417 0.001686927018880624 0.0011263345705500583 0.0016002449610311702 0.0013029537448619429
leaf_count=578 126 312 278 177 283 174 55 274 122 31 401 81 61 178 52 114 39 119 69 194 104 88
internal_value=0 2.12286e-05 5.53688e-05 8.86047e-05 0.000116004 8.75903e-05 0.000117666 0.000216867 0.000277739 0.000185236 0.00025877 -0.000160025 -0.000109009 -0.000436348 9.23209e-05 -0.000127882 0.000368419 0.000671902 0.000225816 3.74631e-06 0.000218842 0.000700898
internal_weight=0 0.0275691 0.0264709 0.02542 0.0243884 0.0231241 0.0220821 0.0153601 0.0142768 0.0117157 0.0105157 0.00218194 0.00672206 0.00255993 0.00416213 0.00312751 0.00833373 0.0026641 0.00566963 0.00398271 0.00285637 0.00256106
internal_count=3910 3784 3206 2894 2717 2434 2156 1577 1303 1160 1038 112 579 239 340 166 926 158 768 699 505 143
is_linear=0
shrinkage=0.00148603


Tree=2010
num_leaves=23
num_cat=0
split_feature=1213 14 3 1456 11 3 124 0 43 0 42 49 15 0 42 0 15 52 3 2 16 43
split_gain=0.000418786 0.000313665 0.000291312 0.000262126 0.000311477 0.00040877 0.000360019 0.000222432 0.000339133 0.00027944 0.000258023 0.000496641 0.000355743 0.00039902 0.000306979 0.000235116 0.00030152 0.000315983 0.000245375 0.000218453 0.000206322 8.59502e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -0.061329999999999989 -0.053834999999999994 0.088185000000000013 -0.017269999999999997 0.08622500000000001 -0.091004999999999989 0.090325000000000003 -0.072264999999999982 -0.089024999999999979 -0.10131499999999999 -0.095799999999999982 -0.0025949999999999997 0.090325000000000003 0.106035 -0.070594999999999977 -0.0086649999999999974
decision_type=2 2 2 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 19 -7 10 9 -9 11 -8 13 -12 -13 16 17 -16 -19 -5 -18 -17
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 12 14 -14 -15 15 21 20 18 -20 -21 -22 -23
leaf_value=-0.00084521875236377069 -0.00068232229612411911 -0.00072572149721837642 0.00077987151732120293 0.00017564746166737595 -0.00061727665055617289 0.00063658371585554197 -0.00099750165307099705 -0.0011705831434410639 0.00025163759803264226 -0.00021142986843021618 -0.00059681628604037109 0.00075716754353436974 0.00093392995160259307 0.00063551788573290883 -0.0007913720028478316 -0.00018753045330679484 9.9707811052372316e-05 0.00061710985804788092 -0.00028239498725108394 0.00095498828400371793 0.00088513665132025621 -0.00077360532296319212
leaf_weight=0.0012077155867449415 0.0010534673374242636 0.0011205028019043986 0.0010588402532931687 0.0014062948247315033 0.0013640562220817989 0.0017159283240268412 0.0010760355227628369 0.0011710548872683746 0.0012389088886939348 0.001316121054638855 0.0010987800691452942 0.0010434043584790368 0.0013802966156317709 0.0010466222751061025 0.0012270936764312013 0.0010009263694351362 0.0016664479443870839 0.0010574631608362139 0.001491104057967263 0.0015343363334212601 0.0011553760115250401 0.0010418898304306963
leaf_count=592 311 112 162 121 123 255 61 116 33 108 419 191 221 123 43 372 70 44 45 80 41 267
internal_value=0 1.42947e-05 4.60104e-05 1.50348e-05 4.5604e-05 8.5493e-05 1.14397e-05 -4.81167e-05 -0.00035891 -0.000663035 3.29478e-05 -7.69353e-05 0.000368289 4.3709e-06 2.53563e-05 -6.30174e-05 6.80906e-05 -0.000195885 9.08317e-05 0.000582285 0.000421296 -0.000486444
internal_weight=0 0.027265 0.0261444 0.0250856 0.0240321 0.0226681 0.0197275 0.0180115 0.00372608 0.00248718 0.0142854 0.0107597 0.0035257 0.0021454 0.00968371 0.0086403 0.00659748 0.00377566 0.00254857 0.00294063 0.00282182 0.00204282
internal_count=3910 3318 3206 3044 2733 2610 2409 2154 257 224 1897 1134 763 542 1073 882 243 132 89 201 111 639
is_linear=0
shrinkage=0.00142833


Tree=2011
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 1374 453 4 52 3 1374 0 16 0 12 52 474 0 1 15 13 42 43 0
split_gain=0.000462384 0.000406251 0.000326321 0.000312279 0.00032896 0.00033158 0.000240385 0.000909048 0.000352967 0.000237786 0.000536029 0.00040854 0.000276138 0.000322284 0.000248645 0.000250277 0.000330314 0.000618661 0.000414714 0.000293153 0.000246306 0.000191824 0.000191266
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 -0.49837999999999999 0.10433000000000002 -0.15121499999999996 0.079005000000000006 -0.23029999999999998 -0.50763499999999995 -0.017269999999999997 0.084100000000000022 -0.27466499999999994 0.080165000000000014 -0.089879999999999974 0.087545000000000026 -0.11739999999999999 -0.076384999999999995 -0.088669999999999985 -0.069974999999999996 -0.10783
decision_type=2 2 2 2 2 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 -8 10 -10 -12 14 -14 -13 16 17 -16 -19 -18 -21 -22 -20
right_child=-2 2 3 -5 5 -7 8 -9 9 -11 11 12 13 -15 15 -17 19 18 22 20 21 -23 -24
leaf_value=-0.00078843637301529638 -0.00085576207194434418 -0.0007033266996799161 -0.0006621225499047615 -0.00055291482054579738 -0.0011878143191457545 -0.00052082776811657162 0.00095127622189743535 0.00067711435650346871 0.00099273623611286941 -0.00047385277028750081 0.00092551304160952701 -0.00054141803602239275 0.0011004404063969971 6.4198109508964896e-05 -0.0011190150131802695 0.00073662911020904614 0.00070198477542922507 -0.00052083469794304415 0.00070215709726543065 0.00049575794234418672 0.00016319788016867624 -0.00067699775824118017 -3.5005919045723728e-05
leaf_weight=0.0011842324017185121 0.0012470833469315204 0.0010869671151741067 0.0010245089046518876 0.0014496877539382771 0.0010414722324383263 0.0013726249291432504 0.0012585423232362924 0.0010091428675479547 0.0016175149618655659 0.0010145478005508515 0.0012342505214327599 0.0014252921534456042 0.0010674341690033581 0.0013117881839201928 0.0011872852957133719 0.001031590108572982 0.0019254841261071385 0.0017280811443152744 0.0014588523866019276 0.0013193599174445006 0.0010243265504824824 0.0011105059846490302 0.0013098908533752951
leaf_count=578 126 312 66 123 112 88 99 16 64 103 105 211 102 39 280 190 337 109 80 156 156 411 47
internal_value=0 1.49292e-05 4.88957e-05 7.92662e-05 0.000115245 0.000147821 0.000187595 -0.000270051 0.000232231 0.000186448 0.000222173 0.00014943 8.91855e-05 0.000529107 1.17729e-05 7.69596e-05 1.54519e-05 -0.000219937 1.74445e-05 0.000264161 2.01034e-05 -0.000273859 0.000353406
internal_weight=0 0.0291934 0.0280092 0.0269222 0.0254725 0.024448 0.0230754 0.00205062 0.0210247 0.0197662 0.0187517 0.0171341 0.0158999 0.00237922 0.0135207 0.0120954 0.0110638 0.00568411 0.00449682 0.00537968 0.00345419 0.00213483 0.00276874
internal_count=3910 3784 3206 2894 2771 2705 2617 128 2489 2390 2287 2223 2118 141 1977 1766 1576 516 236 1060 723 567 127
is_linear=0
shrinkage=0.00140032


Tree=2012
num_leaves=16
num_cat=0
split_feature=124 4 0 1 474 14 15 13 16 16 4 3 2 12 15
split_gain=7.07256e-05 0.000119179 0.000128246 0.000113977 0.000138585 0.000192251 0.000179149 0.000153202 0.000135118 0.00021386 0.000246215 0.000164418 0.000153433 0.000107641 0.000125557
threshold=0.08919500000000001 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.084655000000000022 -0.13131999999999996 -0.14487999999999998 -0.094679999999999986 -0.27337499999999998 -0.11180499999999999 0.0057500000000000008 -0.010319999999999998 0.079395000000000007 0.086865000000000012 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 -5 -7 -8 -9 -10 11 -11 -12 -3 -15
right_child=-2 2 -4 4 -6 6 7 8 9 10 12 -13 -14 14 -16
leaf_value=-0.0023592076382692338 0.0018564847540815884 -0.0028851696495347822 0.0020220373618051006 -0.0027868113041245269 0.0027252715445091969 0.003203624260218444 0.0020598619738332706 -0.0029645747282746435 0.0029677586232062262 -0.00060278830599719518 -0.0010237050865268158 -0.0043610751052928064 0.0027377865617194286 -0.002178505837048868 0.0013477086853113949
leaf_weight=0.0012020206053273272 0.001014552884772992 0.0014205283193806824 0.0015691464934805754 0.0012393280454971152 0.0010407165124581711 0.0010056911979881679 0.001492757000035874 0.0010374131694959625 0.0010109625448271346 0.0013622608837565746 0.0010940231635228059 0.0011530861559206664 0.0012424948071583231 0.0010133130402053868 0.0011640078438514556
leaf_count=173 76 700 163 103 184 230 182 105 50 534 98 108 31 646 527
internal_value=0 -0.000131002 2.79903e-05 -0.00017683 0.000174323 -7.52359e-05 0.000282317 -6.77284e-05 -0.000527999 -9.68524e-05 -0.000735412 -0.00232566 0.000976551 -0.00131668 -0.000293372
internal_weight=0 0.0180477 0.0168457 0.0152766 0.0116787 0.010638 0.00939869 0.008393 0.00690024 0.00586283 0.00485187 0.00251535 0.00233652 0.00359785 0.00217732
internal_count=3910 3834 3661 3498 1625 1441 1338 1108 926 821 771 642 129 1873 1173
is_linear=0
shrinkage=0.00732449


Tree=2013
num_leaves=15
num_cat=0
split_feature=2 50 48 4 15 48 15 3 160 133 160 42 2 2
split_gain=6.90976e-05 0.000113054 0.000114694 0.000168281 0.000135552 0.000186854 0.000127675 0.000162254 0.000141896 0.000106272 0.000139145 0.000123789 0.000176454 0.000122055
threshold=0.14073000000000005 0.088425000000000017 0.11930500000000001 0.28937500000000005 -0.11739999999999999 0.093225000000000016 -0.10071499999999999 0.11476000000000001 0.087825000000000014 -0.083144999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094010000000000024 0.083585000000000007
decision_type=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 -8 -11 -12 13 -13
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 10 11 12 -14 -15
leaf_value=-0.0029424683729549978 0.0020498253698921823 -0.0023652385484692565 -0.0026988419002584121 0.0029343528824327344 0.0024703506754272632 0.0036376097586315499 0.0020473116645599284 0.0022379452646250145 -0.0037690377263466263 -0.0030904306155760874 -0.0022328860739226713 0.00014360531474698565 -0.0018489223940168749 0.0038004778029374717
leaf_weight=0.0010627957692135427 0.0010699042617009725 0.0014959150471008471 0.0010068454881288205 0.001474732285296613 0.0012117289671246716 0.0010207449389812448 0.001048728619988816 0.0014135472829455162 0.0010285799290839096 0.0015061150915664382 0.0015362284312490969 0.0013654132473230277 0.0013816157000413887 0.0012264024886125269
leaf_count=231 228 642 92 268 78 112 317 59 239 609 381 196 247 211
internal_value=0 -0.000151716 5.16339e-05 0.000232911 -5.57378e-05 0.000185096 -0.00011564 -0.000413883 -0.000826117 -0.000450765 -0.000824181 -0.000204682 0.000579473 0.00187397
internal_weight=0 0.0177794 0.0162835 0.0152766 0.0138019 0.0127391 0.0117184 0.0105066 0.00909308 0.0080645 0.00701577 0.00550966 0.00397343 0.00259182
internal_count=3910 3682 3040 2948 2680 2449 2337 2259 2200 1961 1644 1035 654 407
is_linear=0
shrinkage=0.00841354


Tree=2014
num_leaves=15
num_cat=0
split_feature=133 52 376 3 4 0 0 15 16 42 2 1 457 0
split_gain=6.40272e-05 0.000114807 0.000184805 8.28948e-05 0.00011398 0.000183296 0.000131656 0.000124853 0.000148234 9.75899e-05 0.000128058 0.00016142 5.60094e-05 9.24331e-06
threshold=0.10681500000000001 -0.27466499999999994 0.048375000000000008 -0.15464999999999998 -0.23071499999999998 -0.060094999999999989 -0.082994999999999985 -0.0089749999999999986 -0.089864999999999987 0.085330000000000003 0.11230000000000001 0.095575000000000007 0.018630000000000004 -0.096384999999999985
decision_type=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 10 11 12 -6 -10
right_child=-2 2 -4 4 5 -7 -8 8 13 -11 -12 -13 -14 -15
leaf_value=-0.0014058587896255883 -0.0014899440326495222 0.0014225705816825348 0.0024314485040219385 -0.001697969528111825 -0.0014355463229685029 0.0024402239235441631 -0.0021307438810156528 -0.00051134452288096243 0.0024516319893668594 -0.0020505566559652967 -0.0013885782588079626 0.0022466800520450875 0.0005544618429570205 0.0016356370554588371
leaf_weight=0.0017247154303013197 0.0010083731970172522 0.0014078785082432934 0.0012631558146689826 0.0014545268239802818 0.0010326897614978585 0.0010832227015449549 0.001091802754196596 0.0013870179466685395 0.0010024351737630277 0.0011080054800046216 0.0017775141431321789 0.0013162646621166507 0.0010100624357434196 0.0010023305762647304
leaf_count=394 545 153 175 128 343 177 716 245 75 320 148 115 89 287
internal_value=0 6.67529e-05 0.000226121 3.62806e-05 -0.000110843 8.46058e-05 -0.000153242 7.08107e-05 0.000998828 -0.000433251 -8.43808e-05 0.00060577 -0.000451564 0.00204366
internal_weight=0 0.0176616 0.0159369 0.0146738 0.0132659 0.0118113 0.0107281 0.00963632 0.00339178 0.00624454 0.00513653 0.00335902 0.00204275 0.00200477
internal_count=3910 3365 2971 2796 2643 2515 2338 1622 607 1015 695 547 432 362
is_linear=0
shrinkage=0.00600863


Tree=2015
num_leaves=21
num_cat=0
split_feature=1213 14 150 52 43 123 133 151 12 13 4 12 1 4 49 3 52 15 0 43
split_gain=0.000404596 0.00029239 0.000179728 0.000254296 0.000261128 0.000273226 0.000250977 0.00024572 0.000296913 0.000462106 0.000334853 0.000274538 0.000210613 0.000185462 0.000278941 0.000154617 0.000220575 0.000176286 0.000147824 5.21847e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.20684999999999998 0.41469000000000006 0.19761500000000001 1.0000000180025095e-35 -0.036599999999999987 -0.083919999999999981 -0.023959999999999995 -0.10023999999999998 -0.23071499999999998 0.090195000000000011 0.12958500000000003 -0.084009999999999987 -0.09615499999999999 0.092005000000000017 -0.070004999999999998 -0.063364999999999991 -0.10209999999999998 -0.0037249999999999996
decision_type=2 2 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 19 -8 -9 11 -11 -10 13 -12 -15 17 -17 18 -16 -4
right_child=1 -3 3 -5 -6 -7 7 8 9 10 12 -13 -14 14 15 16 -18 -19 -20 -21
leaf_value=-0.00087931119188993908 0.00064215747196654026 -0.00074772697182771649 0.00031246993419646894 -0.00069159028824685017 -0.00064189352067907358 0.00065344630335947048 -0.0005436775533131323 -0.00064422875292401854 0.0012031105694063266 -0.00065556569325030242 0.00048640295555919686 0.00027188176380719389 0.00065197005905196545 -0.00080739541714810971 -0.00032872065840735474 -0.00012284091663311035 0.00084694974854875407 -0.00055132947260591136 0.00034107044201556137 0.0007888706786396138
leaf_weight=0.0011244833350870292 0.0011304221278614071 0.0010221164665420437 0.00102697476832906 0.0010162577552507773 0.0010887598191401523 0.0018292825096713023 0.0016827905358911327 0.0012439299167654643 0.0011587722825074824 0.0015792105634608771 0.0014571514261874016 0.0017623987945405983 0.0012464225451120905 0.0010400196443819424 0.0012144476277189398 0.0010470617357896117 0.0010248237331871302 0.0014927414067096986 0.0018153002888442373 0.0010042944689907509
leaf_count=592 42 112 171 238 194 296 292 116 90 196 188 58 53 75 52 16 58 525 405 141
internal_value=0 3.12235e-05 6.32486e-05 3.5672e-05 6.82102e-05 0.000103961 5.31857e-05 -3.39289e-06 5.31405e-05 0.000111602 -1.82341e-05 0.000641282 7.91236e-05 5.88103e-07 -9.21378e-05 2.06678e-05 0.00035685 -0.000133347 7.25906e-05 0.000548011
internal_weight=0 0.0258832 0.0248611 0.0237306 0.0227144 0.0216256 0.0197963 0.0177651 0.0160823 0.0148384 0.0119172 0.00292117 0.010338 0.00909155 0.00763439 0.00659437 0.00207189 0.00452249 0.00302975 0.00203127
internal_count=3910 3318 3206 3164 2926 2732 2436 2124 1832 1716 1568 148 1372 1319 1131 1056 74 982 457 312
is_linear=0
shrinkage=0.00148603


Tree=2016
num_leaves=21
num_cat=0
split_feature=1213 14 1456 11 3 124 13 4 16 1 16 15 12 52 2 42 0 2 3 12
split_gain=0.000395662 0.000341157 0.000328798 0.000273895 0.000290338 0.000269687 0.00029532 0.000326744 0.00032138 0.000236578 0.000233654 0.000250147 0.000265433 0.000430962 0.000248093 0.000183269 0.000412759 0.000179722 0.000175411 0.000132038
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.094679999999999986 -0.23071499999999998 -0.41862999999999995 0.08844500000000001 -0.11180499999999999 -0.10192499999999999 1.0000000180025095e-35 -0.023079999999999996 0.091025000000000009 0.091230000000000019 -0.082994999999999985 0.10393500000000001 0.090325000000000003 -0.09168999999999998
decision_type=2 2 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 19 9 -8 -9 17 14 -12 13 18 -10 16 -14 -7 -13 -6
right_child=1 -3 3 -5 5 6 7 8 10 -11 11 12 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00098486359124000627 -0.00089201736166102789 -0.00094062238297218923 0.00081296858742959755 -0.00066645036117241399 0.00026427128202911263 0.0004650034452149604 -0.00095872064630426969 -0.00075179743173284816 4.01994924688203e-05 0.00092527138773019894 -0.00073743596464855899 -0.00059981479919398643 0.00013965036555351211 0.0010409307521122876 0.0011645341788154451 0.00028132926924694199 -0.0012056230467471596 -0.00047635153235578502 0.00031080854894599943 0.001137984327502435
leaf_weight=0.0012012232790830834 0.0010208248976341502 0.0010407159932528933 0.0018936455484350702 0.001284259803098208 0.0010642639581561336 0.0015872441096883511 0.0011780840911284991 0.0015452482941302826 0.0012390114258078412 0.0017767629384168315 0.0013049448372629583 0.0010983597098305209 0.0014702339489111047 0.0017773285383917738 0.0011445387885353833 0.0013910665503127084 0.001305200600162623 0.0010035544990135703 0.0015408888450565428 0.0010335792670036091
leaf_count=592 312 112 141 123 108 91 112 170 78 175 165 57 456 55 73 373 473 32 36 176
internal_value=0 3.6629e-05 7.62658e-05 0.000116384 0.000159433 0.000101766 3.75195e-05 -7.85298e-05 -3.48078e-06 0.000435945 9.0748e-05 -2.72089e-05 8.07719e-05 0.000378163 0.000580085 -0.000234469 -0.00049299 0.000100366 -6.81599e-05 0.000694738
internal_weight=0 0.0266998 0.025659 0.0246382 0.023354 0.0214603 0.0193625 0.0149949 0.0138168 0.00436756 0.0122716 0.00988802 0.00858308 0.00441658 0.00238355 0.0041665 0.00277543 0.0025908 0.00263925 0.00209784
internal_count=3910 3318 3206 2894 2771 2630 2346 2048 1936 298 1766 1615 1450 148 151 1302 929 123 93 284
is_linear=0
shrinkage=0.00174112


Tree=2017
num_leaves=16
num_cat=0
split_feature=43 42 40 48 50 4 47 1 484 0 43 43 52 2 4
split_gain=7.02393e-05 0.000148153 0.000210645 0.00011557 0.000116063 0.000139207 0.000190044 0.000239826 0.000115411 0.000176781 0.000122792 0.00015099 0.000102897 5.0016e-05 4.26749e-05
threshold=0.19761500000000001 -0.10770999999999999 -0.018084999999999997 0.12738500000000003 0.088425000000000017 0.0057500000000000008 0.088495000000000004 0.079355000000000023 0.085515000000000022 -0.089879999999999974 -0.073139999999999983 0.0016850000000000001 -0.068164999999999989 0.088895000000000016 0.25367000000000006
decision_type=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 13 -12 -9 -11 -8
right_child=-2 2 3 -5 -6 6 14 12 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0023402436575618449 -0.001830456678867574 0.0026850064196824014 -0.0025652415538527287 -0.0022144581034439412 -0.0020170533554133376 -0.00069430046184954799 -0.0015619251109203185 0.0016559491856351005 0.0017031452614966471 0.0023705669255185192 -0.0028967308859467892 0.00085473340244877818 0.0045173208223835519 0.00019539202279600257 0.00047538776693297944
leaf_weight=0.0011675003554868736 0.0010035456664282223 0.0015970767988225726 0.0017612201903956775 0.0010876575797598579 0.0011086211188765472 0.0010384315150329497 0.0010075915853888784 0.0010727905341081367 0.001197124196949579 0.0010637812695315548 0.001110632332572881 0.0010201720297237094 0.0014852698904793057 0.0010324129613225319 0.0010309905403858011
leaf_count=224 252 345 281 85 529 255 97 41 252 242 681 181 244 162 39
internal_value=0 8.389e-05 0.000254241 -4.27893e-06 0.000168304 0.000357279 0.00118566 0.00215903 -0.000292375 -0.000691306 8.94872e-05 -0.00110063 0.00331733 0.00129925 -0.000531576
internal_weight=0 0.0177813 0.0166138 0.0150167 0.013929 0.0128204 0.00563507 0.00359649 0.00718534 0.00598822 0.004227 0.0021308 0.00255806 0.00209619 0.00203858
internal_count=3910 3658 3434 3089 3004 2475 676 540 1799 1547 1266 862 285 404 136
is_linear=0
shrinkage=0.00704007


Tree=2018
num_leaves=13
num_cat=0
split_feature=1 12 131 13 2 15 16 2 51 2 48 0
split_gain=7.39373e-05 9.4002e-05 7.499e-05 9.71414e-05 0.000147148 0.00012939 0.000100322 0.000102118 0.000159978 0.000174283 0.000117226 5.38847e-05
threshold=0.12864500000000004 0.10852500000000001 0.089305000000000009 -0.09547499999999999 0.099990000000000009 0.085285000000000014 -0.19424999999999998 0.084235000000000018 -0.07742499999999998 0.106035 0.082070000000000018 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8 -9 10 -10 -2
right_child=11 -3 -4 5 -6 -7 7 8 9 -11 -12 -13
leaf_value=-0.00013053529855148647 0.0019763802465759834 -0.0019835144723431312 -0.0016096565142168621 -0.0013762814667026048 0.0027703281111678122 -0.0022371098850941375 0.0017421830494673016 -0.0022006981056300464 -0.0018995494824298204 0.0024969517663851878 0.00068927620561977127 1.2622871372513238e-06
leaf_weight=0.0017700709830426311 0.0013102376111110668 0.0011766643834323224 0.0012240298461176141 0.0017352273856479604 0.001361536424426546 0.001214029164736361 0.0018616593780406178 0.0012001093050147543 0.0012638828800019854 0.0013749806115069818 0.0019690899037642859 0.0011340633185231248
leaf_count=209 182 255 447 215 124 821 329 395 418 131 235 149
internal_value=0 -0.000178033 -3.6163e-05 0.000103904 0.00113068 -0.000198899 6.42014e-05 0.000390102 -4.32811e-05 0.000518603 -0.000322787 0.00106
internal_weight=0 0.0161513 0.0149746 0.0137506 0.00313161 0.010619 0.00940495 0.00766972 0.00580806 0.00460795 0.00323297 0.0024443
internal_count=3910 3579 3324 2877 333 2544 1723 1508 1179 784 653 331
is_linear=0
shrinkage=0.00663402


Tree=2019
num_leaves=14
num_cat=0
split_feature=124 4 0 1 3 43 14 48 0 49 47 0 457
split_gain=7.07577e-05 9.53677e-05 0.000122908 9.84124e-05 0.00011214 0.000114017 9.25842e-05 0.000111609 0.000218545 0.000260278 0.000159848 0.000153751 0.000112426
threshold=0.08919500000000001 -0.49837999999999999 0.047345000000000005 0.076710000000000014 -0.084129999999999996 -0.077544999999999989 -0.13131999999999996 0.12862000000000004 -0.13027499999999997 -0.006494999999999999 0.09252500000000001 -0.087899999999999992 0.081330000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 8 9 12 11 -10 -8
right_child=-2 2 -4 6 5 -7 7 -9 10 -11 -12 -13 -14
leaf_value=-0.0017059802989018269 0.0014813488339778401 -0.0022972588375543479 0.0015725732832474349 -0.0012744346548353479 0.0011322303651315796 -0.0014957524667876185 -0.0010651928836928339 -0.0014426882399873196 0.00203204876994413 0.0031153221620146433 -0.0018852581780785685 -0.00062601397619444778 0.0014419971053412502
leaf_weight=0.0011486977856202006 0.0010009564593955458 0.0013462611869292712 0.001532430686347278 0.0013931409111545426 0.0011015254258522752 0.0011010678291351076 0.0011622954168064234 0.0010721999687741688 0.0011927738004940524 0.0018323195909384811 0.0015064183281529725 0.0018541070749038876 0.0012255520922520025
leaf_count=173 76 824 163 154 340 722 87 97 135 215 190 640 94
internal_value=0 -9.75476e-05 1.56627e-05 -0.000145678 -0.000984108 -0.000181488 0.000119071 0.000316249 0.000531207 0.00147801 -0.000346322 0.000414548 0.000221611
internal_weight=0 0.0174688 0.0163201 0.0147877 0.00354885 0.00220259 0.0112388 0.00984567 0.00877347 0.00422017 0.0045533 0.00304688 0.00238785
internal_count=3910 3834 3661 3498 1886 1062 1612 1458 1361 396 965 775 181
is_linear=0
shrinkage=0.00577531


Tree=2020
num_leaves=21
num_cat=0
split_feature=14 1213 1456 376 376 1 48 38 13 43 457 2 2 2 15 160 43 47 43 4
split_gain=0.00043087 0.000353108 0.000302496 0.000254813 0.000367229 0.000186845 0.000313474 0.000255473 0.000255563 0.000427459 0.000344525 0.000239453 0.000214611 0.00043095 0.000165482 0.000157888 0.000125147 0.000219283 0.000320475 0.000147905
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11605500000000001 0.048375000000000008 0.14000500000000002 0.12649500000000002 1.0000000180025095e-35 -0.091849999999999987 0.0041500000000000009 -0.068769999999999984 0.097940000000000013 0.092450000000000018 0.106035 0.05377500000000001 -0.079234999999999986 -1.0000000180025095e-35 0.10843500000000002 -0.088734999999999994 -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
left_child=1 -1 -3 4 5 6 7 8 11 10 -10 14 16 -14 -4 -15 17 18 -12 -18
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 12 -13 13 15 -16 -17 19 -19 -20 -21
leaf_value=-0.00070054289191117433 -0.00079992630965516659 -0.00066182409728499818 -0.00019499606259430744 -0.00057132875904293719 0.00078898075409692564 0.00061041662820702017 -0.00063170983065856411 -0.00055149982867890859 -0.0005670555361071976 -0.00072381163257374283 0.0003109560623358442 0.00076545474164017044 -0.00054643073005161008 -0.00012727981375054487 0.00052763482007045167 0.00052547940574449998 0.00073708379048649042 0.00069494472722729994 -0.00056744030143291758 0.00020054229525102638
leaf_weight=0.0011481982665226256 0.0011821070424098959 0.0010057364392462359 0.0012994928136940065 0.0010103851942228062 0.0013947872097975758 0.0011328441064123096 0.0011577090991393693 0.0010720178898075963 0.001246203664086184 0.0012156070880835626 0.0019811277952177814 0.0019295401049913563 0.0019093434908738502 0.0010774013083759693 0.0010283888171234712 0.0017807596866238617 0.0020117681606981463 0.0010170272547584958 0.0012132041835796331 0.0017320833123236675
leaf_count=578 126 312 106 32 162 139 80 73 180 308 222 132 287 57 48 280 76 53 581 78
internal_value=0 3.00296e-05 6.20277e-05 9.09056e-05 0.000118556 7.75506e-05 4.96961e-05 8.81513e-05 0.000123421 4.17108e-05 0.000108328 0.00041485 0.000174483 -5.13272e-05 0.000124241 0.000279418 0.000309809 0.00015064 -2.2658e-05 0.000488854
internal_weight=0 0.0273636 0.0262154 0.0252097 0.0241993 0.0228045 0.0216717 0.020514 0.0194419 0.0151845 0.0139689 0.00425742 0.0127227 0.0047675 0.00232788 0.00285816 0.00795521 0.00421136 0.00319433 0.00374385
internal_count=3910 3784 3206 2894 2862 2700 2561 2481 2408 2122 1814 286 1634 624 154 337 1010 856 803 154
is_linear=0
shrinkage=0.00134594


Tree=2021
num_leaves=15
num_cat=0
split_feature=41 158 159 160 52 4 133 13 0 151 15 49 16 12
split_gain=6.51864e-05 8.43159e-05 0.000112771 0.000104806 0.000119794 0.000166526 0.000114483 0.000164781 0.000127595 0.000108337 0.000115365 8.66324e-05 8.2311e-05 2.82137e-05
threshold=0.078535000000000008 0.085745000000000002 0.073745000000000019 -1.0000000180025095e-35 0.10433000000000002 -0.23071499999999998 -0.0023199999999999996 -0.0030249999999999995 -0.069794999999999982 -0.0088999999999999982 -1.0000000180025095e-35 -0.0087399999999999995 -0.0090499999999999973 0.092720000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -5 -7 11 9 -9 -11 -8 -1 -13
right_child=-2 -3 -4 4 -6 6 7 8 -10 10 -12 13 -14 -15
leaf_value=-0.0023687947993277368 -0.0015103349291035689 -0.0017051005276849667 0.0017650133713342487 -0.0021607026587075902 0.0018286719858401814 -0.0013747133807030243 0.0002231243752989969 -0.0024374275129400449 0.0017303200087733285 0.0009839417996165725 -0.0016901443704818624 0.0017556461044198701 9.1614132480990107e-05 0.0032512799418980085
leaf_weight=0.0012228541128568833 0.0011092273649661302 0.0010086332563183425 0.0016691194232969905 0.001281114152347885 0.0016782168884166429 0.0014287402578426799 0.0010147939101271836 0.0010487772302016918 0.0011507329455301904 0.0017252523748579954 0.0010583556701473928 0.0010291950334019428 0.0010089819894773151 0.0010220931640013836
leaf_count=470 195 385 379 156 239 655 159 86 104 95 166 337 287 197
internal_value=0 8.40882e-05 0.000194543 1.58476e-05 0.000244163 -2.99141e-06 0.000288662 0.000583913 -0.000131726 -0.000690835 -3.27726e-05 0.001747 -0.00125648 0.00250087
internal_weight=0 0.0173469 0.0163382 0.0146691 0.0124373 0.0107591 0.00947794 0.0080492 0.00498312 0.00383239 0.00278361 0.00306608 0.00223184 0.00205129
internal_count=3910 3715 3330 2951 2194 1955 1799 1144 451 347 261 693 757 534
is_linear=0
shrinkage=0.00637641


Tree=2022
num_leaves=21
num_cat=0
split_feature=14 1213 1456 11 3 13 52 16 2 131 52 39 4 157 15 15 42 3 13 48
split_gain=0.000438094 0.000311425 0.000304177 0.00025611 0.000241588 0.000227747 0.000319979 0.000267149 0.000209057 0.000203613 0.000383129 0.000229916 0.000408222 0.000329293 0.000306172 0.000244976 0.000235816 0.000268979 0.000193155 0.000151597
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.089899999999999994 0.10062000000000001 -0.41862999999999995 0.097940000000000013 0.097135000000000013 -0.24456499999999998 0.005105000000000001 -0.23071499999999998 -0.063554999999999987 -0.11739999999999999 -0.10071499999999999 -1.0000000180025095e-35 -0.082139999999999977 -0.123625 0.086455000000000018
decision_type=2 2 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 18 10 -9 12 -12 -14 -15 -16 -17 -18 -6 -19
right_child=-2 2 3 -5 5 7 -8 9 -10 -11 11 -13 13 14 15 16 17 19 -20 -21
leaf_value=-0.0008283661655608841 -0.0010145013993726655 -0.0008142076642938098 0.0007081069279767663 -0.00063086199823575461 -0.00019662262105835899 -0.00063573346368294944 -0.00034060212180731637 -0.00072670955826979451 0.0010225952420542348 0.00074317231359984862 -0.00096391898965417168 0.00069226071618004191 0.00098352543660051384 -0.00081722703680790765 0.00079799216358301288 -0.00070066593904985529 0.00078266328209372659 0.00022884474413346805 0.00076073287103708758 -0.00050724407742149577
leaf_weight=0.0010963320024315248 0.0011325213100628053 0.0010167958986898795 0.0018568101638133895 0.0012195134740924365 0.001151420224775962 0.0016368283882101159 0.0012549451041941884 0.0016693434089312684 0.0018103424351549879 0.0010973380455240886 0.0010156832827288203 0.0015965950691195401 0.0010791836617282816 0.0010289734606264743 0.0012532429088397109 0.0010607341971445713 0.001312785470728277 0.0016550438232180937 0.0011182764941499819 0.0013821180703477154
leaf_count=578 126 312 141 123 63 205 106 240 158 174 76 203 225 103 32 371 190 323 99 62
internal_value=0 2.76706e-05 6.48891e-05 0.000101827 0.00014071 9.08328e-05 0.000383905 -8.201e-06 0.00060675 6.43847e-05 7.32352e-06 0.000114958 2.07879e-05 0.000134803 1.57416e-05 0.00014436 -7.03691e-06 0.000162104 0.000275065 -0.000106126
internal_weight=0 0.0263123 0.025216 0.0241992 0.0229797 0.0211229 0.00533498 0.0157879 0.00408004 0.014151 0.0130537 0.0113844 0.00978776 0.00877208 0.0076929 0.00666392 0.00541068 0.00434995 0.0022697 0.00303716
internal_count=3910 3784 3206 2894 2771 2630 426 2204 320 1999 1825 1585 1382 1306 1081 978 946 575 162 385
is_linear=0
shrinkage=0.0016407


Tree=2023
num_leaves=14
num_cat=0
split_feature=12 156 484 1375 1 0 3 2 15 43 133 43 2
split_gain=6.13133e-05 8.45772e-05 7.72192e-05 0.000106541 9.70464e-05 0.000163039 0.000106361 0.000166959 0.000259209 0.000206519 8.54279e-05 0.000119266 7.83119e-05
threshold=0.11655500000000001 0.090135000000000007 -0.0043499999999999988 -0.072014999999999982 0.076710000000000014 -0.089879999999999974 0.092005000000000017 1.0000000180025095e-35 -0.033649999999999992 -0.074254999999999988 0.086975000000000011 -0.083254999999999982 0.11462500000000002
decision_type=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 11 -7 -8
right_child=-2 -3 3 4 6 10 12 8 -10 -11 -12 -13 -14
leaf_value=-0.0012544992003864473 -0.001423836189062395 -0.0015162779208033172 -0.0013142556805930867 -0.0022303547556624839 0.0019507896706709446 0.0023186755596892573 -0.0012320492781392718 0.0039701355777754365 0.00041522894153259301 -0.00095478720698028677 -0.0011010830175879598 -0.00011989542921037758 0.00083864498965404463
leaf_weight=0.0012108359740374266 0.0010071538823041458 0.0010920045373840016 0.0013098703386698477 0.0010866728878510595 0.0015414182781572118 0.0011709003408616322 0.0012753645378201783 0.0014963047168879712 0.0013575543171856774 0.001889385542739987 0.0010383151402347818 0.0017159036108647116 0.0012598958844095426
leaf_count=551 187 357 111 323 286 152 122 219 125 399 368 568 142
internal_value=0 7.09989e-05 0.000176996 0.00029147 0.000443533 -0.000211048 0.000815488 0.00122636 0.0022791 0.000350653 0.000347999 0.0008692 -0.000203019
internal_weight=0 0.0174444 0.0163524 0.0151416 0.0138317 0.00501179 0.00881992 0.00628466 0.00285386 0.0034308 0.00392512 0.0028868 0.00253526
internal_count=3910 3723 3366 2815 2704 1411 1293 1029 344 685 1088 720 264
is_linear=0
shrinkage=0.00589082


Tree=2024
num_leaves=15
num_cat=0
split_feature=11 3 457 16 49 3 49 42 3 4 4 15 2 2
split_gain=6.32232e-05 9.10035e-05 9.58435e-05 8.38482e-05 0.000123147 0.000172487 7.73617e-05 0.000149836 0.000254633 0.000148134 0.000118665 0.000110851 7.7711e-05 1.6174e-05
threshold=0.08184000000000001 -0.12008499999999998 -0.067474999999999993 -0.110495 0.010625000000000001 0.076695000000000013 -0.047309999999999998 -0.088669999999999985 -0.078884999999999997 -1.0000000180025095e-35 0.074650000000000008 -0.088734999999999994 0.105395 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 5 -4 11 -8 -9 12 -11 -5 -10 -1
right_child=-2 2 3 6 -6 -7 7 8 9 10 -12 -13 -14 -15
leaf_value=0.00086298132473534416 -0.0015308596378638994 -0.0020886197344364699 0.00035579800683107975 0.0026419391447003661 -0.0010001530964332537 0.0041122250745380933 0.0014532317422251766 -0.0041320012595302893 0.0015672768083815796 -0.0027847666842233743 0.00027471868020822267 -0.00054090757174456443 -0.00085286596940673768 0.0021130335655833834
leaf_weight=0.0010188786497507237 0.0012623698331537111 0.0011001648174498333 0.0015331440998118248 0.0010032404599388395 0.0010783991668192588 0.0010016618825931384 0.0014794392479398248 0.001091619716611804 0.0018366888500864521 0.0016339173963211412 0.0010209027130535925 0.0011804455625064872 0.0010243298191161959 0.0010332116347840092
leaf_count=146 224 277 267 109 203 127 327 1022 456 241 113 180 145 73
internal_value=0 0.000101983 -8.84341e-05 7.00625e-05 0.000992466 0.0018402 -0.00025444 -0.000571942 -0.00102539 -0.000410569 -0.00160825 0.000921373 0.000700794 0.00149237
internal_weight=0 0.017036 0.014984 0.0138838 0.00361321 0.00253481 0.0102706 0.0080869 0.00660746 0.00551584 0.00265482 0.00218369 0.00286102 0.00205209
internal_count=3910 3686 3467 3190 597 394 2593 2304 1977 955 354 289 601 219
is_linear=0
shrinkage=0.00704007


Tree=2025
num_leaves=20
num_cat=0
split_feature=14 52 1 47 133 376 3 52 0 13 159 2 2 0 0 2 1 15 42
split_gain=0.000403133 0.000191599 0.000212797 0.000369013 0.000225496 0.000277164 0.000228104 0.000220813 0.000278256 0.000253585 0.000193518 0.000179925 0.000172136 0.000217635 0.000268986 0.000232095 0.000198886 0.000174178 0.000162945
threshold=0.077685000000000018 -0.40083499999999994 0.14000500000000002 0.11926500000000002 0.10681500000000001 0.048375000000000008 -0.15464999999999998 0.10218500000000001 -0.11524 -0.091849999999999987 0.09141500000000001 0.097940000000000013 0.094010000000000024 -0.073729999999999976 -0.10131499999999999 0.084380000000000024 0.10113500000000002 0.083935000000000023 0.08622500000000001
decision_type=2 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 11 12 18 13 14 15 -11 -14 -16 -8
right_child=-2 2 -4 -5 -6 -7 7 8 -10 10 -12 -13 16 -15 17 -17 -18 -19 -20
leaf_value=-0.00050425925933952323 -0.00096525501719922928 0.00062520742471371485 0.00061943003109705757 -0.00090267040640278117 -0.00063819898869508747 0.00087897234278120479 -0.00029323387382416711 8.3949572011961159e-05 -0.0010516086711238109 0.00070300940980991104 -0.00071915175908768378 0.00077807115264281394 -0.00081262428160044963 0.00084371712566013877 -0.0009081673394908382 -0.0001286879584139181 6.1434567420621877e-05 2.8458715112099725e-05 0.00058217371703576048
leaf_weight=0.0016518852745204633 0.0011107872202940341 0.0016803283262077839 0.0016502197234891753 0.0010658312688875951 0.0011069743123957544 0.0011364610396064267 0.0012148129561419608 0.0011506598177948302 0.0010845694147141585 0.0018097076372498525 0.0010321923820578319 0.0018941517511594785 0.0012049817774977822 0.001008947311543407 0.0010059937136014351 0.0016685902071471442 0.0015273039949505116 0.0010497759884152552 0.0010055022935169522
leaf_count=389 126 113 160 86 475 149 99 58 444 31 229 121 153 74 461 76 114 451 101
internal_value=0 2.5111e-05 6.26462e-05 2.02004e-05 6.79933e-05 0.000108136 6.03637e-05 3.38388e-06 -0.000467042 7.62941e-05 -5.84649e-05 0.00041389 1.5059e-05 0.000156662 3.14016e-05 0.000304032 -0.000324039 -0.000429881 0.000103207
internal_weight=0 0.0249489 0.023297 0.0216468 0.020581 0.019474 0.0183375 0.0166572 0.00223523 0.014422 0.0103075 0.00411447 0.0092753 0.00654301 0.00553407 0.0034783 0.00273229 0.00205577 0.00222032
internal_count=3910 3784 3395 3235 3149 2674 2525 2412 502 1910 1589 321 1360 1093 1019 107 267 912 200
is_linear=0
shrinkage=0.00160853


Tree=2026
num_leaves=14
num_cat=0
split_feature=2 14 15 3 2 16 0 43 12 12 160 16 3
split_gain=6.49104e-05 9.2347e-05 0.000100216 9.49061e-05 0.000109635 0.000126435 0.000111519 0.000167669 0.00026289 0.000108698 9.45407e-05 0.000229055 3.30295e-05
threshold=0.14073000000000005 -1.0000000180025095e-35 -0.14487999999999998 0.13772500000000001 0.092450000000000018 -0.08909499999999998 -0.017269999999999997 -0.0037249999999999996 0.088485000000000022 0.080120000000000011 -0.025614999999999995 -0.088144999999999987 -0.086169999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 -4 -7 -9 -12 -10
right_child=-2 2 3 -5 5 9 -8 10 12 -11 11 -13 -14
leaf_value=-0.0020708659228821681 0.0018945553890913791 0.0023153812807820162 -0.003757026876949154 0.0018715986863624917 -0.0030106761876034231 0.00089856641304028649 0.0026450507823031887 0.0030786795952069792 0.0015487417032952594 -0.0022898949646305766 0.0019618031429036635 -0.0025631694603128904 -0.00046263496804222355
leaf_weight=0.0014134558151182438 0.0010572552204633099 0.0011337293559428264 0.0016154436362519359 0.0013502692067733366 0.0017385634125022843 0.0017873131438594925 0.0010250102343989861 0.0010100818618552637 0.0010012202222986488 0.001077069321084599 0.0018866192809269544 0.0011209855812195635 0.0010528011559343409
leaf_count=143 228 312 833 86 262 182 118 87 214 568 206 285 386
internal_value=0 -0.000129346 4.43504e-05 -0.000131215 -0.000334318 -0.00132407 0.000188601 -0.000138943 -0.00136415 -0.000300364 0.000980071 0.000275269 0.000517798
internal_weight=0 0.0172126 0.0157991 0.0146654 0.0133151 0.00460295 0.00871216 0.00768715 0.00366947 0.00286438 0.00401769 0.0030076 0.00205402
internal_count=3910 3682 3539 3227 3141 1012 2129 2011 1433 750 578 491 600
is_linear=0
shrinkage=0.00792826


Tree=2027
num_leaves=14
num_cat=0
split_feature=41 2 1 52 15 157 3 2 3 15 0 42 0
split_gain=6.28642e-05 8.61482e-05 6.90919e-05 7.1656e-05 0.000132159 0.000145862 0.000203815 0.000273214 0.000134574 0.000125396 0.000492374 0.000255039 0.000168054
threshold=0.078535000000000008 -1.0000000180025095e-35 0.14000500000000002 0.11588000000000002 -0.0063699999999999989 -1.0000000180025095e-35 -0.074234999999999982 0.090695000000000012 0.11476000000000001 1.0000000180025095e-35 -0.0046249999999999989 0.08401500000000002 -0.083674999999999986
decision_type=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 -6 12 -11
right_child=-2 2 -4 -5 9 6 7 8 -10 11 -12 -13 -14
leaf_value=0.0018544018179589819 -0.0015878051518870651 -0.0030516001210586512 0.0015691087559535895 -0.0014042737165389501 0.0053525716079725807 0.0017015737333598026 -0.0039752637388050412 0.0015750260977299253 -0.0015882047865826759 -0.003237468276540085 -0.00050233836729768734 0.0020626628707392102 0.0004013165989623652
leaf_weight=0.0011804845237017676 0.0010865705584232046 0.0010047044329976988 0.0011338428451087316 0.0018640099089776126 0.0010784436711546858 0.0016852947335957626 0.0010908501342678668 0.0013118930038440429 0.0011606402838911789 0.0012246291482285992 0.0016856119521715448 0.0015052148606972959 0.0011060079601980261
leaf_count=242 195 407 122 557 70 507 104 244 100 254 174 512 422
internal_value=0 9.09166e-05 -4.04157e-05 -0.000164416 1.53908e-05 -0.000689513 -0.000237361 -0.00115438 9.01631e-05 0.000683284 0.00178206 -0.000108473 -0.00151068
internal_weight=0 0.0170316 0.0158511 0.0147173 0.0128533 0.00625338 0.00524868 0.00356338 0.00247253 0.00659991 0.00276406 0.00383585 0.00233064
internal_count=3910 3715 3473 3351 2794 1362 955 448 344 1432 244 1188 676
is_linear=0
shrinkage=0.0067667


Tree=2028
num_leaves=14
num_cat=0
split_feature=12 475 4 1 0 39 12 43 160 42 4 4 16
split_gain=6.07929e-05 7.66646e-05 0.000100187 9.81458e-05 8.77366e-05 0.000193008 0.000133846 0.000117983 9.09668e-05 7.24019e-05 0.000119868 0.000118451 1.07925e-05
threshold=0.11655500000000001 -1.0000000180025095e-35 0.24280000000000004 0.11561500000000001 -0.017269999999999997 0.088025000000000006 0.082640000000000005 0.0041500000000000009 -1.0000000180025095e-35 0.08622500000000001 0.0057500000000000008 -0.04738499999999999 -0.52488999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 7 -6 8 -3 10 11 -10 -4
right_child=-2 2 3 -5 6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0011907498684987337 -0.0015637319405981027 -0.0015173939589512256 0.00090856833286250634 0.0028859560221002924 0.0023307569940780619 -0.0030166195599973123 -0.00057141487964378404 -0.0020997844248723898 0.00051760131196788102 0.0017432404758729516 0.0014482391239969631 -0.0021751781061134096 -3.7248227365788692e-05
leaf_weight=0.0017847936518580456 0.0010033104921302145 0.0010238365721074094 0.0010401470013284009 0.0010570560212239798 0.0014621864380806862 0.0010111942169648549 0.0012442372529824532 0.0010020447794165076 0.0015383392953574057 0.0016497580694040531 0.0018337974811246625 0.001254565776996043 0.001001932118364717
leaf_count=609 187 566 94 243 104 103 95 449 533 427 114 256 130
internal_value=0 8.40717e-05 0.000234563 0.00127724 -3.42729e-05 -0.000333814 0.000996527 -7.05785e-06 0.000280192 0.000573419 0.000156293 -0.000691988 0.00044451
internal_weight=0 0.0169039 0.0151191 0.00309914 0.01202 0.00931354 0.00270642 0.00830234 0.0073003 0.00627646 0.0046267 0.00279291 0.00204208
internal_count=3910 3723 3114 467 2647 2448 199 2345 1896 1330 903 789 224
is_linear=0
shrinkage=0.00650394


Tree=2029
num_leaves=15
num_cat=0
split_feature=1 13 43 131 16 16 47 42 48 52 4 15 0 0
split_gain=5.82317e-05 9.9641e-05 0.000150007 0.000139795 6.55349e-05 0.000144946 9.07181e-05 0.000128084 0.000134434 0.000106723 0.000128466 0.000295769 7.84525e-05 5.18098e-05
threshold=0.12864500000000004 0.17936000000000002 -0.15648499999999999 0.088865000000000013 0.081265000000000018 0.0046950000000000004 0.09252500000000001 0.086325000000000013 0.086935000000000012 0.084240000000000023 -0.077679999999999985 -0.033649999999999992 0.059810000000000009 -0.053834999999999994
decision_type=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 -6 -2
right_child=13 -3 3 -5 12 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0024424630272138351 0.001933838331028953 -0.0019495997465954721 0.0035558113153935536 -0.0024229143189877923 -0.002286779521807412 0.0025705228634215075 -0.0019072559430601784 -0.0019310423597133813 -0.0011948764891828738 -0.00066264023108103315 0.0026866620645531521 -0.0018704689387600644 0.00031687961351249569 -8.6771735592053239e-05
leaf_weight=0.0010700296018148489 0.0012419151725797124 0.0013019924548127457 0.0011448483423128894 0.0011716489751817981 0.0011158761548087015 0.0011035986674175708 0.0010407092157985534 0.0010851114872924552 0.0015067114385811237 0.0011904771782178386 0.0016203350255727987 0.0010913202528861155 0.0010090800330472532 0.001091861412539496
leaf_count=114 182 178 167 463 358 187 163 766 172 364 249 278 120 149
internal_value=0 -0.000158264 6.56633e-06 -0.00019271 2.67222e-05 0.000260675 -3.30215e-05 0.000222324 0.000578862 0.00110839 0.00165509 0.00085262 -0.00105038 0.000988492
internal_weight=0 0.0154517 0.0141497 0.0130797 0.0119081 0.00978311 0.00867951 0.0076388 0.00655369 0.00504698 0.0038565 0.00271166 0.00212496 0.00233378
internal_count=3910 3579 3401 3287 2824 2346 2159 1996 1230 1058 694 527 478 331
is_linear=0
shrinkage=0.0067667


Tree=2030
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 453 1374 160 48 0 43 12 13 133 43 52 0 2 12 42 52 16 51 4
split_gain=0.000450545 0.000426344 0.000301408 0.000318123 0.000340398 0.000269959 0.000286058 0.000246778 0.000255913 0.000255179 0.000279976 0.000323019 0.000348528 0.000242196 0.000416743 0.00023687 0.000230793 0.000153553 0.000139595 0.000137406 0.000132944 0.00011828 4.63094e-06
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 -0.080239999999999992 -0.217635 0.10417000000000001 -0.22384499999999996 -0.068454999999999988 -0.036459999999999992 -0.094679999999999986 -0.087584999999999982 -0.079109999999999986 -0.24456499999999998 -0.077944999999999987 0.11260500000000001 0.08870500000000002 0.08401500000000002 0.016565000000000003 -0.057604999999999996 0.10589500000000002 -0.077679999999999985
decision_type=2 2 2 2 2 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 13 -11 17 -13 14 -10 18 20 -12 -16 -17 -14 -9 -19
right_child=-2 2 3 -5 -6 6 7 21 9 10 11 12 16 -15 15 19 -18 22 -20 -21 -22 -23 -24
leaf_value=-0.0010042102813296364 -0.0010527995627019474 -0.00082143602020866497 -0.00062913602992962939 -0.0007221409132468227 -0.00071801857933804765 -0.00059588074569211019 0.0009773106830550703 0.00047140411045703293 -0.00074131862173785665 -0.00080085789265243838 0.0010658100463146116 0.00068256201688110833 -0.001128184273236441 0.0010350541570706385 -0.00039062560491971834 0.0012409779919092551 0.00024192312106839834 0.00017517862444632449 0.00045821899768262129 0.00043043489233074222 -0.00036781171675418883 0.0012383315188811504 0.00033925733579433682
leaf_weight=0.0011135543760186347 0.0011688370450302901 0.0010491060373025258 0.0010726653919768117 0.0012616785911951913 0.0012252858554075976 0.0011071507052185089 0.001228456216125543 0.0013184832774563648 0.0010107118118710123 0.001164087920663707 0.0010390991984834041 0.0010886051809925121 0.001118846860919751 0.0014466000124136449 0.0010392026594342359 0.0012206687573430297 0.0011289105756010498 0.0010019173667328296 0.001235820382103861 0.0012169881222913181 0.00167008973185887 0.0010546443965395724 0.0010029352507507361
leaf_count=578 126 312 71 123 88 314 69 127 115 140 83 236 304 166 211 158 72 15 198 50 252 59 43
internal_value=0 2.98434e-05 7.46445e-05 0.000112777 0.000157811 0.000206225 0.000248707 0.000295493 0.000225869 0.000169528 -1.83855e-05 9.476e-05 -0.000171857 0.000411025 0.0002533 0.000466612 -0.000409264 0.000533271 7.04772e-05 0.000836318 -0.000672853 0.000812235 0.00025726
internal_weight=0 0.0268155 0.025702 0.0246528 0.0233912 0.0221659 0.0210932 0.0199861 0.0176129 0.0163845 0.00921449 0.0080504 0.00500645 0.00716999 0.00572339 0.00471268 0.00391785 0.00304395 0.00227502 0.00243766 0.00278894 0.00237313 0.00200485
internal_count=3910 3784 3206 2894 2771 2683 2612 2298 2112 2043 1145 1005 864 898 732 617 628 141 409 208 556 186 58
is_linear=0
shrinkage=0.00170698


Tree=2031
num_leaves=22
num_cat=0
split_feature=1213 14 1456 11 13 52 453 132 52 12 0 3 39 52 2 3 150 2 1 13 2
split_gain=0.000462435 0.000398137 0.000283986 0.000287205 0.000235579 0.000333752 0.00028953 0.000203497 0.000275018 0.000225714 0.000344236 0.000507242 0.000241768 0.00021524 0.000278198 0.000293071 0.000345941 0.000199462 0.000160584 0.000129123 0.000107638
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.089899999999999994 0.10062000000000001 1.0000000180025095e-35 0.079995000000000011 -0.40083499999999994 -1.0000000180025095e-35 -0.053834999999999994 -0.115685 0.090190000000000006 0.0033900000000000002 0.11230000000000001 0.094625000000000015 0.085425000000000015 0.097940000000000013 0.077800000000000022 -0.123625 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
left_child=-1 2 -2 4 5 17 7 8 -6 12 13 -12 -10 14 15 16 20 19 -15 -4 -11
right_child=1 -3 3 -5 6 -7 -8 -9 9 10 11 -13 -14 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00099493296006288403 -0.00073602787021692629 -0.00090060275589883844 -3.1941189906781813e-05 -0.00061402271171505634 -0.00073481103775702671 -0.00028229683626924371 -0.00075796442712281549 0.00069662429294893862 6.687014400134114e-05 -3.5927740531663236e-05 0.00021961277108835731 -0.0012335732028981997 0.001072447008662894 4.1460742625696505e-05 -0.00066383871509715807 0.00089315704407327769 -0.00083023055612693123 0.0010066610564434815 0.00078575922906897367 0.00072714079110794861 0.00055901140767303562
leaf_weight=0.0011380811153325751 0.0010385880303982594 0.001092482442927172 0.0011991808340988397 0.0013043477194187849 0.0010203551417509249 0.0012550825853345215 0.0010195287946423983 0.0013418104316583043 0.0012225790156982401 0.0016875516777375386 0.0011879697960329727 0.0012015054455274512 0.0011575942819195516 0.0011628194475259007 0.0012780272417300953 0.0010690449960675252 0.0010190666369822576 0.0019924637965047787 0.001896781694230576 0.0010411338006324584 0.0013704160685661902
leaf_count=592 312 112 73 123 235 108 74 213 160 221 51 118 141 449 72 46 126 167 144 99 274
internal_value=0 3.16117e-05 7.16036e-05 0.000105942 0.000146555 0.000431895 5.77599e-05 0.000107813 5.60851e-05 0.000112703 2.38506e-05 -0.000511096 0.000555931 0.000158634 -5.32227e-06 0.00015822 -3.44888e-05 0.000643663 0.000502884 0.000320824 0.000230692
internal_weight=0 0.0265583 0.0254658 0.0244273 0.0231229 0.00548786 0.0176351 0.0166155 0.0152737 0.0142534 0.0118732 0.00238948 0.00238017 0.00948371 0.00642411 0.00514608 0.00407703 0.00423278 0.0030596 0.00224031 0.00305797
internal_count=3910 3318 3206 2894 2771 447 2324 2250 2037 1802 1501 169 301 1332 739 667 621 339 593 172 495
is_linear=0
shrinkage=0.00157699


Tree=2032
num_leaves=13
num_cat=0
split_feature=150 151 151 42 159 43 0 16 2 16 16 0
split_gain=6.32111e-05 0.000120238 9.60532e-05 0.000107322 0.000148549 0.000139221 0.000144597 0.000138101 0.000157851 0.000126812 0.000114178 4.29011e-05
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 -0.10770999999999999 -0.034019999999999988 -0.074254999999999988 -0.07773999999999999 0.15737500000000001 0.087995000000000004 -0.19424999999999998 -0.089864999999999987 -0.052874999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 10 -10 -7 -8
right_child=1 -3 3 4 5 7 11 -9 9 -11 -12 -13
leaf_value=-0.0023239675952501987 0.0026853560101803252 -0.00046330574356290543 -0.0026072449833661523 -0.0027429727576108939 -0.00010416195234900247 -0.0031331056015467128 0.0045141457776335823 -0.0024396213488056687 0.0001427465332669614 0.0036215521428331404 0.00037944035570355086 0.0021120650099450394
leaf_weight=0.0014301703540118013 0.0016170248195502696 0.0018301981461936239 0.0010494044093998624 0.0011034656697555415 0.0015703133310915884 0.0011048422350062193 0.0010147667206178435 0.0015158491252543135 0.0016019164227731517 0.0013813772328676241 0.0016092041396606315 0.0010934512164248004
leaf_count=322 316 188 201 444 495 267 147 288 160 430 513 139
internal_value=0 0.00101367 -0.000254064 -2.71257e-05 0.000198597 0.000496615 0.00182863 -0.000182678 0.00041781 0.00175356 -0.00105046 0.00326828
internal_weight=0 0.00344722 0.0144748 0.0130446 0.0119952 0.0108917 0.00367853 0.00721319 0.00569734 0.00298329 0.00271405 0.00210822
internal_count=3910 504 3406 3084 2883 2439 781 1658 1370 590 780 286
is_linear=0
shrinkage=0.00841354


Tree=2033
num_leaves=22
num_cat=0
split_feature=1213 14 1456 11 13 16 13 453 132 52 39 4 42 2 4 0 52 4 15 15 16
split_gain=0.00049593 0.000411705 0.000335013 0.000229905 0.000281956 0.000396918 0.000353093 0.000323852 0.0002372 0.000317003 0.000221479 0.000341201 0.000268857 0.000220571 0.000219569 0.000309306 0.000270579 0.000250693 0.000228143 8.40284e-05 3.40995e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.089899999999999994 -0.50763499999999995 -0.52445999999999982 1.0000000180025095e-35 0.079995000000000011 -0.40083499999999994 0.005105000000000001 -0.23071499999999998 -0.089024999999999979 0.097940000000000013 -0.0025899999999999994 -0.10131499999999999 -0.0041199999999999995 0.097045000000000006 0.084050000000000014 -0.106555 -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
left_child=-1 2 -2 4 5 -4 -7 8 9 -6 11 -11 -12 -8 18 16 -16 -18 20 -19 -13
right_child=1 -3 3 -5 7 6 13 -9 -10 10 12 14 -14 -15 15 -17 17 19 -20 -21 -22
leaf_value=-0.001073615660378893 -0.00081022089232149269 -0.00097012617758252711 0.0013569378374924117 -0.00055128532034875186 -0.00081709779370467601 -0.00058247412147460179 0.00011863855329075806 -0.00084093354103728884 0.00073496599151660956 -0.00064177149029408015 1.5825796470161656e-05 0.00059477878102824687 0.0011280103332328738 0.00091687155128159122 -0.00034167914716850216 -0.00071607499150392684 0.0010287103003488972 0.00041564179368373805 -3.8471002880809176e-05 -0.00022480594684763812 0.0010088791181415118
leaf_weight=0.0010931986358889761 0.001066881451185663 0.0010200231167636345 0.0010409699996087873 0.0012860736531088426 0.0010355529447870155 0.0010113558610918005 0.0019080792905854472 0.0010030217554142231 0.0013953618375312843 0.0017355147876561517 0.0011335356806072561 0.0010406191684355047 0.0011160851505207557 0.0016880475889896607 0.0019134745311127355 0.0013904318704963444 0.0011397024492656449 0.0010530424506232094 0.0014208480055233896 0.0010672420665999438 0.001017674700029076
leaf_count=592 312 112 56 123 235 35 196 74 213 92 32 228 254 160 54 288 24 49 550 57 174
internal_value=0 3.19189e-05 7.2059e-05 0.000110642 0.000147477 0.000459867 0.000257192 4.64286e-05 0.000100505 4.17342e-05 0.000105133 1.68039e-05 0.000567604 0.000493335 0.000130611 -4.25446e-05 0.000138475 0.000420305 0.000457293 9.32734e-05 0.000799521
internal_weight=0 0.0264835 0.0254635 0.0243966 0.0231106 0.00564845 0.00460748 0.0174621 0.0164591 0.0150637 0.0140282 0.0117786 0.00224962 0.00359613 0.010043 0.00656389 0.00517346 0.00325999 0.00347914 0.00212028 0.00205829
internal_count=3910 3318 3206 2894 2771 447 391 2324 2250 2037 1802 1516 286 356 1424 472 184 130 952 106 402
is_linear=0
shrinkage=0.00160853


Tree=2034
num_leaves=22
num_cat=0
split_feature=14 1213 1456 13 132 52 2 2 52 157 3 39 52 133 12 42 49 1 16 52 13
split_gain=0.000416167 0.00040042 0.000320515 0.000217829 0.000329967 0.00023706 0.000251994 0.000338416 0.000228521 0.00027008 0.000259992 0.000437214 0.000347257 0.000277585 0.000283459 0.00024678 0.000211242 0.000160793 0.000277758 0.000191949 0.000140177
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.089899999999999994 0.085645000000000013 0.10062000000000001 0.097940000000000013 0.1178 -0.40083499999999994 -0.077534999999999979 0.11265500000000002 0.090190000000000006 0.12267000000000002 0.087895000000000015 0.099680000000000005 0.085195000000000007 -0.081419999999999979 0.094695000000000015 -0.083564999999999987 0.031990000000000011 -0.13934999999999997
decision_type=2 2 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 8 6 20 -8 -5 -10 11 13 -12 14 15 16 -11 18 19 -18 -4
right_child=-2 2 3 4 -6 -7 7 -9 9 10 12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0010683364356822561 -0.0010834590280919757 -0.00094875601541446813 -0.00031827494595051601 -0.00089788439932245309 0.00063898208965124689 -0.00040709550797602908 0.0013881603903380185 0.00012351440122404156 0.00057523219216560142 0.00048109746651313692 -0.0010576244701131666 0.00082415513002868641 6.6336047095049157e-05 -0.0010001626054252787 -0.00072754293425598168 0.0005210963007144313 -0.00056511649502975845 0.00018009661161748973 -0.0010480766475721561 0.00037832422591174811 0.00044665752198791718
leaf_weight=0.00111213556100622 0.0012256944420006013 0.0010607542478751264 0.0013336405555807729 0.0011132994714482683 0.0012292991339557724 0.0012388790673359962 0.0010768025208063303 0.0010291604997544057 0.001155408656886985 0.001061994627021781 0.0018270604100294472 0.0011240407548680264 0.0010922906285486533 0.0010024921474828955 0.0016069436317848601 0.001749097343133596 0.0011526902070236583 0.0012818309187900556 0.0013045961754272048 0.001002935964803553 0.001076839716144108
leaf_count=578 126 312 77 290 209 108 68 116 228 68 74 162 21 437 152 207 75 93 277 126 106
internal_value=0 -0.00014284 -0.000100863 -6.25237e-05 -0.000149166 0.000203996 0.000371621 0.000770142 -0.000207975 -0.000157975 -0.000217608 -0.000109107 -0.000637089 -0.000212332 -0.00012611 1.84538e-06 -0.000154635 -0.000297009 -0.000473752 -0.000126167 2.34452e-05
internal_weight=0 0.0256322 0.0245201 0.0234593 0.017704 0.00575532 0.00451644 0.00210596 0.0164747 0.0153614 0.014206 0.0112866 0.00291935 0.0101626 0.00916009 0.00755315 0.00580405 0.00474205 0.00346022 0.00215563 0.00241048
internal_count=3910 3784 3206 2894 2419 475 367 184 2210 1920 1692 1597 95 1435 998 846 639 571 478 201 183
is_linear=0
shrinkage=0.00157699


Tree=2035
num_leaves=22
num_cat=0
split_feature=1213 1456 14 11 3 13 13 2 16 42 131 52 39 4 157 16 15 2 0 457 13
split_gain=0.000507653 0.000373627 0.000261369 0.000282719 0.000228177 0.000250293 0.000285855 0.000324945 0.000252426 0.000205542 0.000202352 0.000328822 0.00027878 0.000354281 0.000308882 0.000322222 0.000356289 0.000188738 0.000118216 0.000106379 7.82326e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 -0.41862999999999995 0.085935000000000025 0.097135000000000013 -0.24456499999999998 0.005105000000000001 -0.23071499999999998 -0.063554999999999987 -0.11180499999999999 -0.095799999999999982 0.085155000000000022 -0.11756999999999999 0.084620000000000015 -0.39373999999999992
decision_type=2 2 2 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 9 -7 -8 11 -10 13 -13 -15 18 -17 -18 -16 -19 -9
right_child=1 2 -4 -5 5 8 7 20 10 -11 -12 12 -14 14 15 16 17 19 -20 -21 -22
leaf_value=-0.00097064195320688729 -0.00085584320738721711 0.00065309857278128493 -0.00068484307113964211 -0.00060452374482258906 -0.00032922586584229271 -0.00055759087253075973 -0.00031641954737142859 0.0012914149682581616 -0.00063465996492954033 0.00063553006620548059 0.00069882141400989838 -0.00083323531826921501 0.00066829616313348152 0.00087723094763774692 0.0001418228887103569 -0.00073397034506810671 -0.00048787015121123841 5.7574049687936289e-05 0.00086067548346809995 0.00067311605618196704 0.00069922821509606355
leaf_weight=0.0012179540274785744 0.0010490603793315107 0.0018150768376393967 0.0010181669132575113 0.0012440749142559318 0.0010368455183722425 0.0016764044440735265 0.0010872387077267521 0.0010045848847092254 0.00158504841318586 0.0010007716813825451 0.0010679526664665465 0.0010393638028547607 0.0017005833295373239 0.0010423561266180168 0.0010393069380043585 0.0018564067967063282 0.0010056817287251068 0.0018070977259920448 0.0010633523201059288 0.0010031195498528267 0.001046416637885017
leaf_count=592 332 136 97 123 52 215 77 79 241 92 174 76 211 225 22 149 361 435 97 36 88
internal_value=0 3.04328e-05 6.74162e-05 9.91688e-05 0.000137435 9.29977e-05 0.00038248 0.000560766 -1.31517e-06 0.000139845 6.43094e-05 1.27486e-05 0.000101539 3.75576e-06 0.000102418 -1.45763e-06 -0.000189329 7.56351e-05 0.000505359 0.000277295 0.000989283
internal_weight=0 0.0261889 0.0251398 0.0241217 0.0228776 0.0210625 0.00517586 0.00413901 0.0158867 0.00208801 0.0142103 0.0131423 0.0115573 0.00985668 0.00881732 0.00777497 0.00567231 0.0038159 0.00210266 0.00281022 0.002051
internal_count=3910 3318 2986 2889 2766 2630 388 336 2242 169 2027 1853 1612 1401 1325 1100 981 832 119 471 167
is_linear=0
shrinkage=0.00151575


Tree=2036
num_leaves=14
num_cat=0
split_feature=124 4 0 4 15 15 52 16 48 49 0 52 16
split_gain=7.28937e-05 0.000102493 0.000104485 0.000112319 8.30316e-05 0.000201847 0.000141528 0.000182074 0.00015665 0.000109715 0.000136134 9.92344e-05 7.3727e-05
threshold=0.08919500000000001 -0.49837999999999999 0.047345000000000005 -0.08422499999999998 -0.0063699999999999989 -0.052074999999999989 -0.081429999999999989 -0.110495 0.091065000000000021 -0.07107999999999999 -0.083424999999999985 -0.048794999999999991 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 -6 12 -9 -11
right_child=-2 2 -4 4 9 -7 7 11 -10 10 -12 -13 -14
leaf_value=-0.0020666360744507973 0.0017050875109509609 -0.0018155965784760642 0.0016548720863151125 0.001621591939494342 -0.0011413452804066387 -0.0030063972569637073 0.0020423656881335146 -0.00038874668882883526 -0.0011274543079666226 0.00094748831552111197 -0.00068152956390082876 -0.0029378299128630212 0.0032764067907632942
leaf_weight=0.0011179642556131573 0.0010151060144946633 0.0016100391548581417 0.0015382631952604161 0.0018813212111158974 0.0010134326584321229 0.0010908213808745537 0.0016151221021401731 0.0012884390757299281 0.0011929200871458254 0.0011081724149502037 0.0010254397549890647 0.0014050964047437097 0.0013000499649698967
leaf_count=173 76 514 163 432 75 411 341 143 131 198 654 400 199
internal_value=0 -0.000124388 1.07389e-05 -0.000163312 4.25761e-05 -0.000342684 5.08786e-05 -0.000486243 0.000695754 0.000776671 0.00134277 -0.00171849 0.00220473
internal_weight=0 0.0171871 0.0160691 0.0145309 0.0129208 0.00847372 0.0073829 0.00550158 0.00280804 0.00444709 0.00343366 0.00269354 0.00240822
internal_count=3910 3834 3661 3498 2984 1858 1447 1015 472 1126 1051 543 397
is_linear=0
shrinkage=0.00663402


Tree=2037
num_leaves=20
num_cat=0
split_feature=14 1213 1456 11 3 13 52 12 0 457 3 15 15 42 12 160 2 42 3
split_gain=0.000479865 0.00044835 0.000241888 0.000195938 0.000226045 0.000213976 0.000292198 0.000258686 0.000418234 0.000253577 0.000209116 0.000202214 0.000241245 0.000199695 0.000507922 0.000249261 0.000167763 0.000151256 8.19929e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 0.10062000000000001 -1.0000000180025095e-35 -0.053834999999999994 -0.066264999999999991 -0.015064999999999997 -0.11739999999999999 -0.10071499999999999 0.088235000000000022 0.086935000000000012 0.088095000000000021 0.097940000000000013 0.08110500000000001 0.086245000000000016
decision_type=2 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 16 10 9 -9 -7 -11 -13 14 15 18 17 -6 -14
right_child=-2 2 3 -5 5 7 -8 8 -10 11 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00097523768800670261 -0.0010355398588022325 -0.0006802427715846632 0.00069973525423176915 -0.00052142787489921978 -0.0001526561494274954 0.001005505256671548 -0.00029643527391401848 -0.00073940099346613409 -0.00079816378117885669 -0.00040124107055178034 0.0001071723963438775 0.00093307551619044478 0.0002199744268914045 0.00056533159064903562 -0.0010552263010257638 -0.00036167853594008088 0.00096413573411362847 0.00072490437263703566 0.00078548983432393286
leaf_weight=0.0010844986819888635 0.0011277938944792556 0.0010320706219171935 0.0017776481203733386 0.0011859961161455592 0.0010074322318594725 0.0010694840697682458 0.0012221847040752021 0.0010033530531519267 0.0018550763480144313 0.0016522784547046672 0.0017969595509373685 0.0010561386407535716 0.0013955297149041198 0.001811757024870353 0.0010459645876407589 0.0013412865833037912 0.0018016651184603882 0.0010254378079650739 0.0012643468389761381
leaf_count=578 126 312 141 123 49 133 96 177 218 164 237 31 215 465 483 57 153 90 62
internal_value=0 3.671e-05 8.179e-05 0.000115526 0.000149667 0.000101614 0.000388454 6.76349e-06 -9.37191e-05 2.99061e-05 0.000442345 0.000110586 0.000217431 0.000107235 -5.72071e-05 0.00020369 0.00060675 0.00029001 0.000488787
internal_weight=0 0.0254291 0.0243446 0.0233125 0.0221265 0.0203489 0.00505672 0.0152922 0.0124257 0.0105707 0.00286644 0.0095673 0.00791502 0.00685888 0.00504713 0.00400116 0.00383454 0.00203287 0.00265988
internal_count=3910 3784 3206 2894 2771 2630 388 2242 1872 1654 370 1477 1313 1282 817 334 292 139 277
is_linear=0
shrinkage=0.00160853


Tree=2038
num_leaves=14
num_cat=0
split_feature=403 52 1 123 13 2 13 52 151 43 52 2 16
split_gain=6.33352e-05 9.38193e-05 9.5994e-05 9.50681e-05 0.000105537 0.000154347 0.000136701 0.000117005 0.000193961 0.00016831 0.000165427 0.000213928 5.82192e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 0.13429500000000003 1.0000000180025095e-35 0.16421000000000002 0.12663500000000003 0.00079000000000000012 0.084505000000000011 -0.044604999999999992 -0.07526999999999999 -0.072349999999999984 0.090545000000000014 -0.035699999999999989
decision_type=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 -12 -9
right_child=1 2 -4 -5 -6 -7 -8 12 9 10 11 -13 -14
leaf_value=-0.0017924523497060069 -0.0016046565475806079 -0.0017922962033435604 0.0023204406608584006 0.0020018521679400761 -0.0020479167934451896 -0.0024513676767988417 0.0024725970153495276 -0.0027281870804852838 0.0036833462941848923 -0.0016425512198782325 -0.00018405174170315819 0.0036582412886073078 -0.00024018023054714482
leaf_weight=0.0010238246649256618 0.0016023981592448904 0.0015458472737140848 0.0011219554577063659 0.001279980384546805 0.0013268497313365943 0.0011240330048660077 0.001474547172038221 0.0010121868634604819 0.0011163064756071301 0.0013482996008885818 0.0018664153431493741 0.0013323339377657797 0.0010060956339780786
leaf_count=930 394 272 247 242 119 101 236 370 304 118 251 158 168
internal_value=0 8.28575e-05 0.000256698 9.62714e-05 -8.91708e-05 0.000130595 0.000401778 7.08621e-05 0.000507262 0.00113494 0.000509304 0.00141633 -0.00148794
internal_weight=0 0.0171572 0.0155549 0.0144329 0.0131529 0.0118261 0.010702 0.00922749 0.0072092 0.00566336 0.00454705 0.00319875 0.00201828
internal_count=3910 2980 2586 2339 2097 1978 1877 1641 1103 831 527 409 538
is_linear=0
shrinkage=0.00732449


Tree=2039
num_leaves=23
num_cat=0
split_feature=1213 14 13 132 52 52 457 39 133 457 49 48 159 52 12 42 48 16 4 0 16 1
split_gain=0.000487024 0.000314457 0.000267782 0.000318996 0.000308125 0.000293059 0.000264651 0.000404418 0.000406804 0.000346817 0.000192004 0.000295355 0.00019695 0.000237083 0.000364856 0.000367242 0.000164765 0.000165678 0.000248131 9.20124e-05 0.000263827 6.48526e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.089899999999999994 0.085645000000000013 0.10062000000000001 -0.40083499999999994 0.069705000000000003 0.090455000000000021 0.084760000000000016 0.36560000000000009 -1.0000000180025095e-35 0.084500000000000006 0.09141500000000001 -0.040174999999999995 0.094045000000000004 0.08401500000000002 0.09227500000000001 -0.27337499999999998 -0.077679999999999985 -0.15291499999999997 -0.055679999999999993 0.089825000000000002
decision_type=2 2 2 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 16 -4 7 8 10 21 11 -7 13 -12 15 19 17 -2 -19 -15 -21 -8
right_child=1 -3 3 -5 -6 6 9 -9 -10 -11 12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23
leaf_value=-0.00096019339121764576 0.001133835893142881 -0.00079056725362493707 -0.00082186829047176991 0.0006746837819802151 -0.0003089045324466853 -2.0641388906019735e-05 0.00040291469832426369 0.00059898405027849632 -0.0011186927007027058 -0.00032694386143623913 0.00072613407259550895 -0.0010263829690133216 -0.00064721582531175809 0.00021080461445679942 -0.00084138617488905968 0.00082555385305710415 8.629145622110399e-05 0.00097647212204566766 1.6577823807487071e-05 0.00010302688561153433 -0.00082900941017644599 0.00091173553079421641
leaf_weight=0.0011677681468728459 0.0011146699062473397 0.0010169909360634713 0.0011231273140364468 0.0013025584367424561 0.001388048979952039 0.001374979348303663 0.0010273562375998626 0.0014945919960546701 0.0010193940584518205 0.0011541562461916399 0.0010000139773540502 0.0012142109197533224 0.0010076431484253578 0.0013962658490287412 0.0010766078287247627 0.0012147522599485761 0.0016097897773075243 0.0010661113052766735 0.0013448673061098029 0.0017446530640675669 0.001089480943536514 0.0011984437625201794
leaf_count=592 78 112 335 222 116 84 93 164 676 30 90 70 151 51 202 115 93 62 140 246 78 110
internal_value=0 2.00313e-05 5.17847e-05 -3.56459e-05 0.000312304 -8.66638e-05 -3.81274e-05 -0.000130415 -0.000220229 0.000334104 -0.000137854 -0.000492288 -3.02626e-05 5.23866e-05 -5.09225e-05 0.000105367 0.00048021 0.00066007 0.000441034 -0.000101434 -0.000255261 0.000676881
internal_weight=0 0.0269787 0.0259617 0.0194382 0.00652349 0.0181357 0.0170125 0.0136326 0.012138 0.00337996 0.0111186 0.00258919 0.00852942 0.00752177 0.00652176 0.00544515 0.00513544 0.00352565 0.00241098 0.0042304 0.00283413 0.0022258
internal_count=3910 3318 3206 2717 489 2495 2160 1927 1763 233 1087 154 933 782 692 490 373 280 202 375 324 203
is_linear=0
shrinkage=0.00148603


Tree=2040
num_leaves=22
num_cat=0
split_feature=1213 14 13 132 52 2 2 39 133 457 457 43 52 12 12 160 4 15 52 13 4
split_gain=0.000379916 0.000244246 0.000154273 0.000329357 0.000267564 0.000219077 0.00026305 0.000173808 0.000315012 0.000173539 0.000185736 0.000162622 0.000159089 0.000284785 0.000265317 0.000208274 0.000187098 0.0002048 0.000173684 0.000143139 7.11123e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.089899999999999994 0.085645000000000013 0.10062000000000001 0.099990000000000009 0.1178 0.005105000000000001 0.084760000000000016 0.082870000000000013 0.12154000000000001 -0.090634999999999979 0.071660000000000015 0.086935000000000012 0.097345000000000015 -0.081069999999999989 0.022820000000000003 -0.10192499999999999 0.16064500000000001 -0.13934999999999997 0.18622000000000002
decision_type=2 2 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 19 -7 8 9 12 -11 -9 14 18 15 -4 -17 -18 -14 -2 -16
right_child=1 -3 3 -5 -6 6 -8 11 -10 10 -12 -13 13 -15 20 16 17 -19 -20 -21 -22
leaf_value=-0.00095599660039385125 -0.00022411177433204627 -0.00072892528792758678 0.00010965708178121241 0.00078127050018838499 -0.00038152122800936725 0.0014145681362831455 0.00026835013076512918 -9.3739725659221993e-05 -0.00091337900780107031 0.00079380880005046675 -0.00011988878726196185 0.00071533952417839931 0.00080939926694035213 -0.00057680103174819418 -0.00011993795764723415 -0.0011159866755250042 -0.00088067418015157336 0.00011612121488885061 -6.2360969987610516e-05 0.00056275578135163895 0.00047705498448395733
leaf_weight=0.0010849311570983932 0.0013141593507352695 0.0010862841755523147 0.0010684731647296339 0.0012262693646620864 0.0012366007072568963 0.0010464577484199378 0.0010258926317846528 0.0013166813191264649 0.0012827079169687771 0.0011154884118869121 0.0011894214841550177 0.0012558265985202479 0.0013333782766414837 0.0010653344399385728 0.0010494731626640441 0.0015790505594028515 0.001073725601246675 0.0010595768241265166 0.001062523292061357 0.0010978422941907524 0.0010160793317979255
leaf_count=592 80 119 100 222 114 65 117 100 797 96 42 221 80 308 131 389 74 66 54 109 34
internal_value=0 1.67042e-05 5.1296e-05 -2.29456e-05 0.000280914 0.000463586 0.000847146 -8.28316e-05 -0.000153935 -7.66989e-05 0.000322306 0.00030123 -0.000165921 0.000115129 -0.000308008 -0.000516144 -0.00069626 -0.000385582 0.000422795 0.000134037 0.000173733
internal_weight=0 0.0245012 0.023415 0.017694 0.00572095 0.00448435 0.00207235 0.0164677 0.0138952 0.0126125 0.00230491 0.00257251 0.0103076 0.00346124 0.00684638 0.00478083 0.00371235 0.0021333 0.0023959 0.002412 0.00206555
internal_count=3910 3318 3199 2714 485 371 182 2492 2171 1374 138 321 1236 442 794 629 529 140 134 189 165
is_linear=0
shrinkage=0.00160853


Tree=2041
num_leaves=13
num_cat=0
split_feature=1 12 16 15 16 42 43 43 16 43 4 52
split_gain=6.68615e-05 0.000128179 0.000191977 0.000196599 0.000139678 9.91463e-05 0.000117674 6.20396e-05 0.000124172 9.65264e-05 0.000146662 8.80755e-05
threshold=0.10113500000000002 -1.0000000180025095e-35 -0.072804999999999981 -0.0089749999999999986 -0.30307999999999996 0.091955000000000023 0.14198000000000002 -0.17307499999999998 0.070590000000000014 -0.0037249999999999996 -1.0000000180025095e-35 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 7 -1 9 -9 11 -11
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12 -13
leaf_value=0.00099892595552488806 0.0019214439837510746 -0.00012074344930052927 -0.0022645905344694833 0.0010230178076880022 0.0025888723581430025 -0.0020269739718464458 0.0018528888877222885 -0.0013482879925541395 -0.00230270807287962 -2.434575807079489e-05 -0.001061701445689144 0.0022616507921585124
leaf_weight=0.0011029210316506888 0.0016698963622369424 0.0015532944802525983 0.0019185442266186348 0.0010611347486361158 0.0013234762910746545 0.0011538269730774079 0.0010104342787519158 0.0019092114411831604 0.0012720317619472274 0.001143688683943489 0.0017477155587610205 0.0014179828275200299
leaf_count=165 364 191 184 160 88 585 183 1216 306 82 156 230
internal_value=0 0.000423607 -3.48271e-06 -0.00109379 0.00112583 -0.000329483 -0.000125546 -0.000358171 -0.00055799 -0.000201103 0.00030714 0.00124104
internal_weight=0 0.00752635 0.00585645 0.00297968 0.00287677 0.0107578 0.00960399 0.00859355 0.00749063 0.0062186 0.00430939 0.00256167
internal_count=3910 987 623 344 279 2923 2338 2155 1990 1684 468 312
is_linear=0
shrinkage=0.0061288


Tree=2042
num_leaves=23
num_cat=0
split_feature=1213 14 3 124 1456 40 133 16 16 15 48 16 13 16 15 0 49 43 13 43 47 151
split_gain=0.000502665 0.000348837 0.000372656 0.000297423 0.00025131 0.000191513 0.000270234 0.000205028 0.0003532 0.000203133 0.000312086 0.00047344 0.000266432 0.000294044 0.000316112 0.000255585 0.000246969 0.000445084 0.000192376 0.000189533 0.000151592 9.5171e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 -0.061329999999999989 -1.0000000180025095e-35 -0.064199999999999993 -0.083144999999999983 0.41476000000000007 0.16388500000000003 -0.095799999999999982 0.084500000000000006 -0.055679999999999993 -0.10023999999999998 -0.0090499999999999973 -0.074174999999999977 -0.087899999999999992 -0.07929499999999999 -0.083899999999999988 -0.074599999999999986 0.0041500000000000009 0.091930000000000012 -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
left_child=-1 2 3 -2 -5 -6 19 8 9 10 11 20 -11 14 -14 -15 -16 -18 -10 -7 -8 -12
right_child=1 -3 -4 4 5 6 7 -9 18 12 21 -13 13 15 16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.0010358619326253252 0.00066506981182874931 -0.00089156482152282933 0.0010002885189464062 -0.00080071094343190687 -0.00054398610821354229 0.0010577055346994331 0.00088257327658410815 0.00053075895774915341 -0.00017846645783124192 0.00087660907512791266 -0.0010455616390122747 -0.00084494485496758006 0.00049554834658431578 0.0010643284109459442 0.00021855088040817995 3.9859953215608394e-05 0.00019911933593937329 -0.0011748060130882063 -0.001153420165978857 8.6045146560826443e-05 5.7298024384362889e-05 -0.00035363876504460219
leaf_weight=0.0012355654551322029 0.0018409400693485461 0.001054710974263239 0.0011119169920871244 0.0010591240236634469 0.0015267796397131625 0.0011619389890870349 0.0012520049087453577 0.0017425515452176845 0.0010658214801397281 0.0012698084084661289 0.001100503793659266 0.0010236690790530389 0.0014853339721294318 0.0012294817015912618 0.0012284464473902587 0.0014042433041956603 0.0010062263222293897 0.0017190326356233106 0.0011144716566747195 0.0010102399808548657 0.0011490079895182248 0.0010415715900445599
leaf_count=592 265 112 162 310 139 118 99 191 68 46 74 46 164 57 58 293 195 462 135 231 23 70
internal_value=0 3.37961e-05 7.0566e-05 2.99162e-05 -1.96501e-05 1.70654e-05 5.78475e-05 -5.35606e-06 -6.00213e-05 3.01775e-05 -0.00021792 8.93158e-05 0.000178006 6.81189e-05 -0.000149776 0.000518105 -0.000392213 -0.000667522 -0.000676821 0.000605804 0.000487637 -0.000709118
internal_weight=0 0.0275978 0.0265431 0.0254312 0.0235903 0.0225311 0.0210044 0.0188322 0.0170896 0.0149093 0.00556676 0.00342468 0.00934257 0.00807276 0.00543904 0.00263373 0.00395371 0.00272526 0.00218029 0.00217218 0.00240101 0.00214208
internal_count=3910 3318 3206 3044 2779 2469 2330 1981 1790 1587 312 168 1275 1229 879 350 715 657 203 349 122 144
is_linear=0
shrinkage=0.0016407


Tree=2043
num_leaves=14
num_cat=0
split_feature=403 160 475 0 12 457 52 160 150 3 43 52 13
split_gain=6.80616e-05 0.000102086 0.000100553 8.6293e-05 0.000155253 0.000131327 0.000140621 0.000112443 0.000131237 0.00014318 0.000121406 0.000145804 6.4788e-05
threshold=0.087440000000000004 -0.217635 -1.0000000180025095e-35 -0.017269999999999997 0.082640000000000005 -0.0034949999999999994 -0.27466499999999994 0.093550000000000008 0.083205000000000015 -0.089974999999999986 -0.069974999999999996 0.071660000000000015 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 8 9 -8 -11 12 -12
right_child=-2 2 3 4 -6 6 7 -9 -10 10 11 -13 -14
leaf_value=-0.002112204658755024 -0.0018395465029380548 -0.0013866989279941338 -0.0022835707261844793 0.0033440196340315973 1.496102025791143e-05 -0.0019138023785205953 -0.0014273689742757851 -0.0014210813208001809 0.0030698834542182514 0.0030047975361354429 0.0010127694789082693 0.0025022484351622859 -0.0012499419553891966
leaf_weight=0.0010263248800328048 0.0010032206609437008 0.001782183755730536 0.0010463072227667658 0.0013221779838315231 0.001592280109753097 0.0012149520789867243 0.00144276196747234 0.0011475578079839501 0.0013017422239010173 0.0013278541099803693 0.0010346399978763557 0.0012913297322585879 0.0017667488772057831
leaf_count=399 349 568 154 137 117 187 311 221 204 313 77 425 448
internal_value=0 8.43104e-05 0.000222864 0.000420853 0.00152523 0.000142757 0.000383903 0.000683668 0.000979479 0.000583 0.00111809 0.000505959 -0.000414252
internal_weight=0 0.0172969 0.0162705 0.0144884 0.00291446 0.0115739 0.0105276 0.00931263 0.00816508 0.00686333 0.00542057 0.00409272 0.00280139
internal_count=3910 3561 3162 2594 254 2340 2186 1999 1778 1574 1263 950 525
is_linear=0
shrinkage=0.00718087


Tree=2044
num_leaves=13
num_cat=0
split_feature=1 0 52 52 51 457 49 2 51 133 16 43
split_gain=6.55939e-05 0.000134996 8.65458e-05 0.000143987 9.26885e-05 0.00010271 0.000156101 8.34101e-05 0.000101726 5.65978e-05 7.75074e-05 4.82295e-05
threshold=0.076710000000000014 -0.084074999999999997 -0.27466499999999994 -0.091329999999999981 -0.07742499999999998 -0.0034949999999999994 -0.047309999999999998 1.0000000180025095e-35 0.087505000000000013 1.0000000180025095e-35 0.20277000000000003 -0.0026049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7 11 -9 10 -3 -8
right_child=2 9 3 4 5 6 7 8 -10 -11 -12 -13
leaf_value=-0.0024719365984266781 -0.0014802252536382828 -0.00033440719700601323 0.002728253013120381 -0.0018230062208567247 -0.001664378865225593 0.002656662808340161 0.00014792171240449303 0.0019720276613677864 -0.00046459059918009288 -0.0010187758243310565 0.002202847737440566 -0.0018900611891758878
leaf_weight=0.0015383425483346336 0.0012934864784177472 0.0015618864490167493 0.0012995601631658341 0.0010580729058904679 0.0010620984454819977 0.0016738226218476924 0.0012088929222052137 0.0019551119033517552 0.0016119317553204005 0.0016772413857019403 0.0010303886690282774 0.0011864312263682331
leaf_count=1009 208 364 217 133 96 226 371 298 107 547 88 246
internal_value=0 -0.000648076 0.000277268 0.000482885 0.0001838 0.00042791 0.000718922 0.000174937 0.00087093 9.07604e-06 0.000674112 -0.000861514
internal_weight=0 0.00580786 0.0123494 0.0110559 0.00975636 0.00869829 0.00763619 0.00596237 0.00356704 0.00426952 0.00259228 0.00239532
internal_count=3910 2008 1902 1694 1477 1344 1248 1022 405 999 452 617
is_linear=0
shrinkage=0.00718087


Tree=2045
num_leaves=22
num_cat=0
split_feature=1213 1456 42 123 402 133 151 12 43 13 43 47 4 457 475 4 52 1 1 1 13
split_gain=0.000408748 0.000284495 0.000270155 0.000261216 0.000237389 0.000302824 0.000238768 0.000325435 0.000219243 0.00022156 0.000267976 0.000236453 0.000306992 0.000183169 0.000253415 0.000232591 0.000200224 0.000266983 0.000378528 0.000230561 6.46604e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.10770999999999999 1.0000000180025095e-35 0.076115000000000002 0.10681500000000001 -0.083919999999999981 0.080120000000000011 -0.26007999999999992 -0.10023999999999998 0.0033500000000000005 0.077065000000000008 -0.06272999999999998 -0.068264999999999978 -1.0000000180025095e-35 0.27223000000000003 0.086950000000000013 0.087720000000000006 0.095575000000000007 0.11215000000000001 -0.028919999999999998
decision_type=2 2 2 2 2 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 -8 11 13 12 -10 -11 -15 16 17 20 -19 -20 -16
right_child=1 2 3 -5 -6 -7 8 -9 9 10 -12 -13 -14 14 15 -17 -18 18 19 -21 -22
leaf_value=-0.001204719274658775 -0.00099305761806310752 -0.0007273352780537447 -4.7678730553598336e-05 0.00057614652000061595 0.00062719622216568787 -0.0010639163509155289 0.00070315910896093779 -0.0013526884198340938 -0.0001024460761208852 -0.00075425426229400389 -0.00094624171929875186 -0.00039455479869676468 0.0011308032662601126 -0.00071536715407627589 0.00027656354641778647 0.00078537707419995008 -0.00066516814790834773 -0.00097211131471101832 0.0005787381648924624 -0.00044558641946848034 0.00086891683083723957
leaf_weight=0.0011311764400978854 0.0011329407790429324 0.0019558212949978377 0.0012367834031013483 0.0017062320679068583 0.0011761095104052049 0.001028750337083272 0.0010741575097779057 0.0010127093817828073 0.0010541874425759601 0.0011693460241364037 0.0012615550546497831 0.0010256161011058529 0.0013303654356764871 0.0013884015761943822 0.0010819522426330453 0.0011491152667381932 0.001241989922366904 0.0012093099537713314 0.0016359392591569488 0.0010520192624028368 0.0010659683820674172
leaf_count=592 332 171 87 309 262 351 32 207 55 124 215 52 128 246 140 96 200 79 77 52 103
internal_value=0 -0.000156524 -0.000118395 -6.6388e-05 -0.000118115 -0.000161903 -0.000113037 -0.000635187 -4.2871e-05 -9.40242e-05 -0.000201107 0.000290813 0.000585596 -0.000115603 -3.95903e-05 7.16255e-05 -4.09259e-05 8.73252e-05 -0.000178989 0.000177836 0.000570536
internal_weight=0 0.0259893 0.0248563 0.0229005 0.0211943 0.0200182 0.0189894 0.00224949 0.0167399 0.0156658 0.0122556 0.00341017 0.00238455 0.010994 0.0098247 0.00843629 0.00728718 0.00604519 0.00389727 0.00268796 0.00214792
internal_count=3910 3318 2986 2815 2506 2244 1893 294 1599 1567 1332 235 183 1117 993 747 651 451 208 129 243
is_linear=0
shrinkage=0.00170698


Tree=2046
num_leaves=14
num_cat=0
split_feature=128 1 2 4 15 1 2 16 16 0 484 43 3
split_gain=7.52552e-05 7.38618e-05 0.000189724 0.000163036 0.000144092 0.00020464 0.000109972 0.000108756 8.46855e-05 0.000145418 9.99402e-05 0.000144171 9.54659e-05
threshold=1.0000000180025095e-35 0.094485000000000013 -1.0000000180025095e-35 -0.034289999999999994 -0.017214999999999998 0.11052000000000002 0.11635500000000001 -0.27337499999999998 -0.014099999999999998 -0.22384499999999996 0.073820000000000011 -0.088289999999999993 -0.084014999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 -7 -1 9 -9 11 -10 -11
right_child=-2 2 3 4 -6 6 -8 8 10 12 -12 -13 -14
leaf_value=0.0015991120871241052 -0.0020223494031813755 0.0036403973834635644 -0.0024729641611277386 0.0023487400501366702 0.0028974154035971318 -0.0022238573512968212 0.00058624744189954444 0.00047221336148254347 0.0010316845506887612 -0.0011941036046433744 0.0018393440702186153 -0.002085833983592523 -0.0043655938702855494
leaf_weight=0.0013308479897956227 0.0010027820885679549 0.0010062379851277486 0.0010976682067860288 0.001479162724790567 0.0012653076601592001 0.0018087710363800386 0.001363080788311672 0.0011886549298685267 0.0014898072210658281 0.0010511135840956774 0.0011646803136956541 0.0018637828909316215 0.0010680481764373372
leaf_count=166 296 208 275 170 82 114 255 62 194 501 264 510 813
internal_value=0 8.31886e-05 0.000606661 0.000171436 0.000662057 5.39286e-05 -0.00101623 -0.000375302 -0.000711056 -0.00161935 -4.60979e-05 -0.0007009 -0.00279252
internal_weight=0 0.0171772 0.00802023 0.00701399 0.00591632 0.00465101 0.00317185 0.00915694 0.00782609 0.00330782 0.00451827 0.00335359 0.00211916
internal_count=3910 3614 1104 896 621 539 369 2510 2344 1376 968 704 1314
is_linear=0
shrinkage=0.00747098


Tree=2047
num_leaves=20
num_cat=0
split_feature=1213 14 1374 11 484 3 1 16 151 0 160 50 0 51 15 2 13 13 42
split_gain=0.000382511 0.00028923 0.000345886 0.000248967 0.000208153 0.000229916 0.000173689 0.000340074 0.000421606 0.000216319 0.000188444 0.000284453 0.000233608 0.000196647 0.000173788 0.000164553 0.000269527 0.000157743 5.70222e-06
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.088315000000000018 -0.0043499999999999988 -0.15121499999999996 1.0000000180025095e-35 -0.27337499999999998 -0.016164999999999995 -0.084074999999999997 -0.08044999999999998 0.088160000000000002 -0.10575999999999998 -0.14421499999999995 -0.097794999999999979 0.10362500000000001 -0.074599999999999986 -0.010384999999999998 -0.0070449999999999992
decision_type=2 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 9 17 -9 -7 -10 12 14 -14 -12 16 -11 -8 -18
right_child=1 -3 3 -5 5 6 7 8 10 15 11 -13 13 -15 -16 -17 18 -19 -20
leaf_value=-0.00096489124062148037 -0.00087297919791683165 -0.00081294305770841877 -0.00042162808224230092 -0.0005799194474419776 0.00076278816659766386 -0.0005347796780351418 0.00018889643409107621 0.0010984897907444868 -0.00032453636961092877 0.00081739583053164633 0.00010989077773060825 0.0010530764498508408 0.00043427646309231145 -0.0004217470992730198 0.0010249373395653672 -0.00035461377355639693 -0.00018063005195721044 -0.00065382223837954329 -6.839044231201134e-06
leaf_weight=0.0010997830205838601 0.0010286689540111018 0.0010687267422035953 0.001648060118287809 0.0013723711579931566 0.0016975694733844761 0.001965914064725488 0.001038376878838225 0.0018258067253910945 0.00138962060386394 0.0015312504484301936 0.0010824808050407531 0.0012266770965618234 0.001131743524095564 0.0019972018208560356 0.0011547149191679608 0.001471520579726493 0.0010200311792136901 0.0014095793520720922 0.0010128486027983661
leaf_count=592 66 112 549 125 125 527 167 191 153 130 39 193 56 245 52 180 191 108 109
internal_value=0 2.29066e-05 5.8632e-05 9.86024e-05 0.000139799 0.000183953 0.000132929 0.000250698 0.000387233 -7.3225e-05 0.000224548 0.000340283 0.000177342 -0.000112122 0.000582186 0.000106966 0.000297538 -0.000296357 -9.40416e-05
internal_weight=0 0.0260732 0.0250044 0.0239758 0.0226034 0.0209553 0.0192578 0.0122562 0.00980825 0.00700156 0.00798244 0.00659282 0.00536614 0.00312895 0.0022372 0.00503565 0.00356413 0.00244796 0.00203288
internal_count=3910 3318 3206 3140 3015 2466 2341 1204 929 1137 738 585 392 301 91 610 430 275 300
is_linear=0
shrinkage=0.0016407


Tree=2048
num_leaves=21
num_cat=0
split_feature=1213 1456 14 11 13 13 2 52 160 4 4 457 42 2 2 13 4 47 1 2
split_gain=0.000379389 0.000348987 0.000318363 0.00024377 0.000258684 0.000284326 0.000299761 0.000254054 0.000300479 0.000283584 0.000306945 0.000209658 0.000203993 0.000304165 0.000355332 0.000275196 0.000290729 0.000258349 0.000279898 8.21453e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 0.10433000000000002 -0.11175999999999998 -0.23071499999999998 -0.084009999999999987 -0.067474999999999993 0.098285000000000011 0.11230000000000001 0.097940000000000013 -1.0000000180025095e-35 -0.0025899999999999994 0.092255000000000018 0.09112000000000002 0.11339500000000001
decision_type=2 2 2 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 -9 -6 -11 -12 13 14 15 -13 -17 18 -18 -8
right_child=1 2 -4 -5 7 6 19 8 -10 10 11 12 -14 -15 -16 16 17 -19 -20 -21
leaf_value=-0.00092471478973206835 -0.00085466674891114666 -0.00029358912548632589 -0.0007888432795338968 -0.00056944235946888465 -0.00069085875677899118 0.0001786690250461287 0.0013178473762557889 -0.00011286009430027505 0.00087659446358703374 0.00073707302067313896 -0.00066045675364744157 -0.00059724780725900549 0.00061810560317790159 -0.00074610089119464193 0.00087606274773260244 0.0007718489055008529 0.00010595155714167893 0.0004352857176954888 -0.0010359324659674856 0.00071603149445914149
leaf_weight=0.0010520195344264618 0.0010388123344657251 0.0010146769775336018 0.0010110542416846271 0.0012404363082900707 0.0014566093192591697 0.0019392137305301411 0.0010782871774717151 0.0012870185851178162 0.0017062083812634512 0.0013131612837540248 0.001211407615088215 0.0017705571124916782 0.0012014472535153914 0.0013166049267469941 0.0010887845772961091 0.0012059219096031415 0.0010480401109948037 0.001264177138654024 0.001005294210872764 0.0010903371101763926
leaf_count=592 332 52 92 123 151 180 51 259 148 226 176 596 240 181 152 109 53 31 40 126
internal_value=0 2.285e-05 6.04419e-05 9.73929e-05 0.000134995 0.000439298 0.000620329 4.26233e-05 0.000451152 -4.54633e-05 3.01953e-05 -5.33382e-05 2.09453e-05 -6.15269e-05 6.05564e-05 -8.05163e-05 0.000121742 -0.000114573 -0.000453105 0.00101527
internal_weight=0 0.0252881 0.0242492 0.0232382 0.0219977 0.00512251 0.00410784 0.0168752 0.00299323 0.013882 0.0124254 0.0111122 0.00990083 0.00869938 0.00738278 0.00629399 0.00452343 0.00331751 0.00205333 0.00216862
internal_count=3910 3318 2986 2894 2771 409 357 2362 407 1955 1804 1578 1402 1162 981 829 233 124 93 177
is_linear=0
shrinkage=0.00154607


Tree=2049
num_leaves=21
num_cat=0
split_feature=14 1213 11 13 52 40 42 13 39 403 4 133 47 52 0 2 1 157 52 13
split_gain=0.000442141 0.000405003 0.000226651 0.000255902 0.000297476 0.000273034 0.00032719 0.000319283 0.00025172 0.000268288 0.000389261 0.000181643 0.000224641 0.000244499 0.000176648 0.000174021 0.00013491 0.000133041 0.000315358 9.45802e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 0.10062000000000001 0.053870000000000008 -0.10770999999999999 0.23436000000000004 0.005105000000000001 0.03138500000000001 -0.23071499999999998 0.084285000000000013 0.09252500000000001 -0.0066199999999999991 -0.19631499999999999 0.099990000000000009 0.095575000000000007 -0.013279999999999998 -0.07984999999999999 -0.13934999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 15 6 -5 8 9 10 -8 12 13 17 -15 19 -16 -12 -19 -3
right_child=-2 2 -4 5 -6 -7 7 -9 -10 -11 11 -13 -14 14 16 -17 -18 18 -20 -21
leaf_value=-0.00087187560574545481 -0.00097051151302544848 -2.004631016738141e-05 -0.00054700756246862166 -0.00086302533657314654 -0.0002394793415835431 0.00073753902947885236 -0.00091720028047281713 0.00079952317259845214 0.00065357102288911414 0.00055764969514488123 0.00028075253001258731 -0.00066215640304508906 -0.00048007683917093545 0.00074937761425075699 -0.00017925333711847109 0.00089620999623464699 0.00048731382174679806 0.0001251210722310563 -0.00088869658897363702 0.00059989362039823615
leaf_weight=0.0010891193482351269 0.0010473891129886828 0.0011157979179684252 0.0013094155323685177 0.0010134551480898519 0.0013303740599364122 0.0010470778756601342 0.0013679536035237664 0.0010504526337841479 0.0010450954305073661 0.0012310275765562853 0.0010020984184103687 0.0010538851656041138 0.001844290878292105 0.0015022023696760201 0.0015215248092232264 0.0019145452814051112 0.0011988366492284852 0.0014376748601740361 0.0012814796711047571 0.0010594440371244967
leaf_count=578 126 72 125 168 106 54 158 63 260 129 105 796 191 66 390 160 103 107 68 85
internal_value=0 1.46853e-05 5.43772e-05 8.85891e-05 0.000370916 1.62822e-06 -4.49311e-05 8.43358e-06 -4.8932e-05 -0.000103555 -0.000170219 -7.59705e-05 -1.28559e-05 9.56173e-05 0.000340359 0.000569472 0.000114496 -0.000182095 -0.00035267 0.000281893
internal_weight=0 0.0254158 0.0243266 0.0230172 0.00542016 0.0175971 0.01655 0.0155365 0.0144861 0.013441 0.0122099 0.010842 0.00978811 0.00794382 0.00422256 0.00408979 0.00272036 0.00372125 0.00271915 0.00217524
internal_count=3910 3784 3206 3081 423 2658 2604 2436 2373 2113 1984 1826 1030 839 559 317 493 280 175 157
is_linear=0
shrinkage=0.00148603


Tree=2050
num_leaves=23
num_cat=0
split_feature=14 1213 1456 1374 11 453 0 48 13 13 132 12 43 0 12 43 160 2 2 47 15 13
split_gain=0.000458087 0.000379321 0.000297289 0.000323242 0.000257517 0.000247571 0.000287123 0.000319253 0.000275762 0.000240509 0.000279196 0.00025401 0.00034922 0.000303089 0.000209526 0.000201349 0.00018838 0.000207381 0.000231167 0.000256751 0.000145969 0.000117311
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 -0.23029999999999998 0.10417000000000001 -0.52445999999999982 -0.094679999999999986 0.079995000000000011 -1.0000000180025095e-35 0.0041500000000000009 -0.053834999999999994 0.085665000000000005 -0.11652999999999998 -0.082109999999999975 0.090050000000000005 0.081615000000000007 0.092255000000000018 -0.026084999999999994 -0.17606499999999997
decision_type=2 2 2 2 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 -8 14 11 20 13 16 -10 -15 -13 18 19 -18 -11 -16
right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 12 -14 15 21 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.0010593663536430911 -0.0011530693423592922 -0.00091863092886989748 -0.00094817151513304748 0.00070769443661755172 -0.0007210531298671223 -0.00066345967296518914 -0.0008769535837797707 0.00066997333375361907 -0.00018820955150021141 -0.0001209734172235617 0.00061796582175016406 -0.00064758560565520438 -0.0011238660627745443 -0.00021540701165632462 0.00032741849648949335 -0.0012298443812678911 -0.00055635825401521464 -0.00043164524433012366 0.00081211590247470865 0.00048418064960736715 0.00069636262378572247 0.0010693498577207953
leaf_weight=0.0011068285713808764 0.0012016135321506463 0.0010913889130751654 0.0010168106542662861 0.0016407007867580347 0.0012866354919793812 0.001293044858313718 0.0010046281716207172 0.0017075606809293436 0.0011338445030749282 0.0010999063460936272 0.0012391331538525513 0.0010054892402453367 0.0011688570125017875 0.0010065583744989226 0.0012257713632974898 0.0010184655927136478 0.0011452726997736515 0.0013480534350178153 0.0014401637046095421 0.0013215290989543327 0.0011632648886343794 0.001002249425851115
leaf_count=578 126 312 66 78 123 88 35 185 159 249 195 297 285 23 36 188 173 218 308 57 63 68
internal_value=0 -0.000137612 -9.73816e-05 -6.0448e-05 -2.16264e-05 1.93446e-05 6.20555e-05 6.39295e-06 -5.90167e-05 -8.66163e-06 -0.000108133 -0.000184918 -0.000300789 -0.000184676 0.000374701 -0.000725608 -9.706e-06 0.000112345 0.000300043 1.08517e-06 0.000299135 0.000661168
internal_weight=0 0.0264662 0.0253593 0.0242679 0.0232511 0.0219645 0.0206714 0.0190307 0.0173232 0.0163186 0.0129567 0.0117176 0.00945439 0.00828553 0.00336187 0.00202502 0.00626051 0.00525502 0.00390697 0.0024668 0.00226317 0.00222802
internal_count=3910 3784 3206 2894 2828 2705 2617 2539 2354 2319 2056 1861 1549 1264 263 211 1053 756 538 230 312 104
is_linear=0
shrinkage=0.00160853


Tree=2051
num_leaves=21
num_cat=0
split_feature=14 1213 1456 11 3 13 52 453 1 15 2 15 151 12 15 52 160 47 16 42
split_gain=0.000414121 0.000374052 0.000276633 0.00021733 0.000237186 0.000238902 0.000307555 0.00027213 0.000218875 0.000300091 0.000217915 0.000208843 0.000317907 0.000254312 0.000168312 0.000167002 0.000201371 0.000201001 0.000149362 0.000102999
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 0.10062000000000001 1.0000000180025095e-35 0.094695000000000015 0.035895000000000003 0.097940000000000013 -0.0058549999999999991 -0.0074049999999999993 0.085945000000000008 0.088345000000000021 -0.37613999999999997 -0.079234999999999986 0.093315000000000023 -0.071799999999999989 0.079890000000000017
decision_type=2 2 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 10 8 11 15 19 12 -7 -13 -15 -10 -17 18 -18 -6
right_child=-2 2 3 -5 5 7 -8 -9 9 -11 -12 13 -14 14 -16 16 17 -19 -20 -21
leaf_value=-0.00082494438418930589 -0.00093889334738591094 -0.00068499419806873532 0.00063160866993191732 -0.00051140234525701871 -0.00010260485502172549 -1.9739006796679778e-05 -0.00028456293355008763 -0.00075133463554512172 -0.00018311603899159588 -0.00050115749236983047 0.00092627175572271606 0.00047126965817435753 -0.0010131230008162823 -0.0006807183084124183 0.00011853124775729957 1.1281110260311226e-06 0.00050010679814174784 0.00019295867988912432 0.0012621246825910597 0.00056319834968705784
leaf_weight=0.001113901796763391 0.0010396465744725849 0.0010670775387007598 0.0018511313125847096 0.0012633434397351087 0.0010445355764149506 0.0016134602326178596 0.0012641565882041128 0.0010364877285837784 0.0011113064183891908 0.0010999845614794168 0.0018640317062950107 0.0018613495127866178 0.0012724697851568918 0.0011196335685354636 0.0012113446402819972 0.0015432557167140981 0.0010527080049377475 0.0013791097307869343 0.0012337128262440433 0.0010084697604935272
leaf_count=578 126 312 141 123 48 252 96 75 62 124 153 171 532 208 376 100 134 71 137 91
internal_value=0 1.75477e-05 5.52402e-05 8.83863e-05 0.000121963 7.64228e-05 0.000352749 -1.5738e-05 3.68499e-05 0.00021518 0.000558431 -0.000150092 -0.000457744 6.169e-05 -0.000265371 0.000339856 0.000451433 0.00064102 0.000911278 0.000224449
internal_weight=0 0.0260115 0.0248976 0.0238305 0.0225671 0.020716 0.00518119 0.0155348 0.0144983 0.00742008 0.00391704 0.00707826 0.00288593 0.00419233 0.00233098 0.00632009 0.00520879 0.00366553 0.00228642 0.00205301
internal_count=3910 3784 3206 2894 2771 2630 388 2242 2167 628 292 1539 784 755 584 504 442 342 271 139
is_linear=0
shrinkage=0.00148603


Tree=2052
num_leaves=15
num_cat=0
split_feature=11 3 13 12 0 13 15 42 49 0 52 1 13 0
split_gain=6.80446e-05 8.44376e-05 0.000101563 0.000165377 0.000382134 0.000130292 0.000112604 0.000176611 0.00020784 0.000153791 0.000165202 0.000108309 7.22554e-05 0.000151046
threshold=0.08184000000000001 -0.14218999999999996 -0.094679999999999986 -1.0000000180025095e-35 -0.053834999999999994 -0.076679999999999984 -0.11739999999999999 1.0000000180025095e-35 -0.07107999999999999 -0.10131499999999999 -0.066329999999999986 0.099115000000000023 -0.51172499999999987 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 11 5 -5 -7 8 -8 10 -10 -4 -3 -14
right_child=-2 2 3 4 -6 6 7 -9 9 -11 -12 -13 13 -15
leaf_value=0.0016467344845349549 -0.0014794114339503278 -0.00056082966667066799 -0.00026410212113527613 -0.0023150854682258385 -0.0036819686924203028 -0.0016455097908591059 -0.0025065337477790822 0.0027019458727687985 -0.00045200496339440022 -0.0014883588626453885 0.0026640684905686134 0.0026132922556112966 4.6447120486837593e-05 0.0032163309267801261
leaf_weight=0.0013196333012194519 0.001296380899300619 0.0010249293600179399 0.0010406920933397042 0.0010474743283052463 0.0015362603636404947 0.0012613453549023572 0.0011331691233273508 0.0012244284774773455 0.0012109740205954456 0.0010556059081297843 0.0017740583104184351 0.0011817485310431676 0.0014041079818531976 0.0011622165151421891
leaf_count=165 224 67 143 954 273 165 62 368 42 741 109 270 236 91
internal_value=0 6.52426e-05 -6.47311e-05 -0.000342367 -0.000691307 -0.000163639 0.000130579 0.000480717 -4.49573e-05 0.000645375 0.00139993 0.00126591 0.000898984 0.001482
internal_weight=0 0.0173766 0.016057 0.0124658 0.0102433 0.00870706 0.00765958 0.00639824 0.00517381 0.00404064 0.00298503 0.00222244 0.00359125 0.00256632
internal_count=3910 3686 3521 3127 2714 2441 1487 1322 954 892 151 413 394 327
is_linear=0
shrinkage=0.00650394


Tree=2053
num_leaves=14
num_cat=0
split_feature=1 52 42 42 2 0 0 15 52 4 4 2 16
split_gain=6.58255e-05 0.000155426 0.000112527 0.00011465 0.000162293 0.000106676 9.88914e-05 0.000107346 7.82186e-05 0.000163903 0.000104902 6.13404e-05 2.31486e-05
threshold=0.10828500000000001 0.11401500000000002 0.091955000000000023 -1.0000000180025095e-35 0.097940000000000013 -0.035699999999999989 -0.071924999999999989 -0.10981499999999998 -0.0066199999999999991 -0.0031049999999999997 -1.0000000180025095e-35 0.10796500000000002 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -2 9 -5 -10 -6 -9
right_child=5 -3 -4 4 11 -7 -8 12 10 -11 -12 -13 -14
leaf_value=-0.0015495766716327913 -0.00061419114061952084 -0.0028703420867685968 -0.0023211645628636304 -0.0026624126305995815 0.0032041857465783903 0.0026435292770868521 -0.0019197139305024346 0.001056179340327306 0.0020239521449327029 0.00088920990568693817 -0.00089572754265407372 0.00083974544193175208 0.0026440996149636356
leaf_weight=0.0017705444506368713 0.0019164542873198603 0.0012376311687340895 0.0011224642133150159 0.0015516445114518874 0.0013662941816799945 0.0011455136772857795 0.0010518977190373778 0.0010310235714246496 0.0015712437283429762 0.0013617323559888678 0.0012203080603541954 0.0011099067517724714 0.0010187159161940684
leaf_count=873 205 501 450 499 168 174 200 72 323 129 121 108 87
internal_value=0 -0.000359391 -7.87702e-05 0.000174153 0.000547199 0.000586397 0.000116801 0.000656918 -0.000146048 -0.00100236 0.000747634 0.00214437 0.00184537
internal_weight=0 0.0123118 0.0110741 0.00995167 0.00818113 0.00616361 0.00501809 0.00396619 0.00570493 0.00291338 0.00279155 0.0024762 0.00204974
internal_count=3910 3172 2671 2221 1348 738 564 364 1072 628 444 276 159
is_linear=0
shrinkage=0.00747098


Tree=2054
num_leaves=21
num_cat=0
split_feature=14 1213 44 124 484 48 40 4 457 0 4 13 1 52 52 15 52 13 1 4
split_gain=0.000454422 0.00035207 0.000175457 0.00024057 0.000202355 0.000241942 0.000302245 0.00021828 0.00025169 0.000253513 0.000332838 0.000212166 0.000140183 0.000220414 0.000240822 0.000345188 0.000280465 0.00031963 0.00021792 0.000342335
threshold=0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.061329999999999989 -0.0043499999999999988 0.12738500000000003 -0.062739999999999976 -0.23071499999999998 -0.0034949999999999994 -0.15291499999999997 0.015635000000000003 -0.083924999999999986 0.12958500000000003 0.10218500000000001 -0.11051499999999999 -0.12507499999999996 -0.044539999999999989 -0.094129999999999978 0.095575000000000007 -0.078094999999999984
decision_type=2 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 -10 -8 13 14 -11 -16 -17 -18 19 -19
right_child=-2 2 -4 4 5 -7 7 8 9 12 -12 -13 -14 -15 15 16 17 18 -20 -21
leaf_value=-0.00079332407841096748 -0.00092396147177779288 0.00059130504491684832 -0.00053751244123760068 -0.00049144123790172004 -0.00055273676772415927 -0.00059030577788925372 0.00029838294356603225 -0.0003230747947453203 0.00022067638146923546 -0.00037001770904079514 0.0012104130089239161 -0.00055559437884773776 0.00063451689508630608 -0.00051085612846931566 -0.00042826786827433131 0.0010288368474052018 0.00089551236766727206 0.0002791698136359819 0.00061288918526050315 -0.00080131408892750145
leaf_weight=0.0010814082598896912 0.0011284200175122041 0.0018123427475030185 0.0010146621762334709 0.0014270279258336632 0.0013467011994102085 0.0010957454991924456 0.0010030104986071819 0.0015808741156793657 0.0015772757831866652 0.0013162214386867425 0.001328728486304831 0.0016066087450357742 0.0013244425390616663 0.0010217734520904529 0.0011480403107302327 0.0013502218306268264 0.0013105112617607904 0.0014825912201943368 0.0010539871559880343 0.0010727448212188052
leaf_count=578 126 278 71 528 119 80 23 159 39 258 81 180 113 359 89 111 50 333 61 274
internal_value=0 2.0453e-05 5.58331e-05 8.10667e-05 3.91223e-05 7.58414e-05 0.000113228 0.000162568 0.000227934 0.000290214 0.000673219 -0.000227367 0.000189766 0.000129389 0.000204287 0.000306188 0.000440666 0.000279246 5.54859e-05 -0.000174424
internal_weight=0 0.0259549 0.0248735 0.0238588 0.0220465 0.0206195 0.0195237 0.018177 0.0155674 0.0139865 0.002906 0.00260962 0.0110805 0.00975609 0.00873432 0.0074181 0.00627006 0.00491983 0.00360932 0.00255534
internal_count=3910 3784 3206 3135 2857 2329 2249 2130 1927 1768 120 203 1648 1535 1176 918 829 718 668 607
is_linear=0
shrinkage=0.00145689


Tree=2055
num_leaves=21
num_cat=0
split_feature=14 1213 1456 1374 38 124 40 13 133 48 12 4 457 16 43 16 16 16 16 51
split_gain=0.000448947 0.000337854 0.000340525 0.000322133 0.000244211 0.00033157 0.000202187 0.000346921 0.000386315 0.000243218 0.000211667 0.000398062 0.00028996 0.000227888 0.000246907 0.000282483 0.000538189 0.000122455 0.000165785 9.10105e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 -0.23438999999999996 0.093130000000000004 0.11930500000000001 0.094045000000000004 0.08734500000000002 -0.0015249999999999997 -0.50231999999999988 -0.17307499999999998 -0.19424999999999998 -0.083564999999999987 -0.00083999999999999993 0.050115000000000007 0.080840000000000009
decision_type=2 2 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 12 -12 -9 -14 -15 -16 19 -18 -19 -17
right_child=-2 2 3 4 -6 6 7 8 -10 -11 11 -13 13 14 15 16 17 18 -20 -21
leaf_value=-0.00087959246962982071 -0.0010612751300366594 -0.00087771799125061498 -0.00081605370524170744 0.00085922762254753658 -0.00059882785378512562 -0.00049825443452821826 0.00088057954593306659 -0.00046006136015047287 -0.00089767056489243008 -0.00056691568546125826 -0.00084669078206618328 0.00031336236440824064 0.0011338657914165425 0.0010105310636112355 -0.00056357027248625426 0.00068158722195885537 -0.00028195093550487322 0.00071344829432646293 -5.9777303095854717e-05 0.0013608956339947731
leaf_weight=0.0010878202463314021 0.0010854697355646139 0.0010124548370342044 0.0010041921019334757 0.0017404950602355499 0.0011647225429304289 0.0013591748640917533 0.0016291746995271894 0.0011831409411042848 0.0010068659053649584 0.0011813612499862449 0.0013470090222074968 0.0019474346767993644 0.0010193171751965097 0.0012073549841979956 0.0010861699876821163 0.0010433956514962154 0.0019291210003277003 0.0012282727124297305 0.0019027495887155091 0.0010808715625370002
leaf_count=578 126 312 66 259 88 129 126 182 488 72 309 83 76 31 52 186 356 93 232 66
internal_value=0 1.55497e-05 5.4386e-05 9.3608e-05 0.000133227 0.000172174 0.000112833 0.000157031 8.83492e-05 0.000149799 0.00020634 -0.000160952 0.000309934 0.00039672 0.000317443 0.000216265 0.000334164 4.32103e-05 0.000243552 0.00102723
internal_weight=0 0.0261611 0.0250733 0.0240608 0.0230566 0.0218919 0.0201514 0.0187922 0.0171631 0.0161562 0.0149748 0.00329444 0.0116804 0.0104973 0.00947794 0.00827058 0.00718441 0.00506014 0.00313102 0.00212427
internal_count=3910 3784 3206 2894 2828 2740 2481 2352 2226 1738 1666 392 1274 1092 1016 985 933 681 325 252
is_linear=0
shrinkage=0.0016407


Tree=2056
num_leaves=16
num_cat=0
split_feature=128 41 3 3 12 151 150 3 4 15 52 52 0 4 3
split_gain=6.0905e-05 8.77436e-05 8.44643e-05 0.00019455 0.000120976 0.000102108 0.000101125 0.000133038 0.000100003 9.04805e-05 0.000180164 0.000159882 0.000131548 0.000100558 7.21675e-05
threshold=1.0000000180025095e-35 0.078150000000000011 -0.11266 -0.078884999999999997 0.086935000000000012 0.056555000000000001 0.088135000000000005 -0.074234999999999982 -0.23071499999999998 -0.017214999999999998 -0.074484999999999982 0.085815000000000016 -0.10462499999999998 0.25367000000000006 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 7 -5 -1 10 -9 14 13 -12 -11
right_child=-2 -3 3 5 -6 -7 -8 9 -10 11 12 -13 -14 -15 -16
leaf_value=-0.00017424071064591493 -0.001640650188609359 -0.0018590812556846786 -0.00022935091610096873 0.0025124526869329082 -0.0032808802877286607 -0.0015193054061050767 0.0024241670413757098 -0.0030546027955074273 0.0026078311462505626 0.00075913197573060549 -0.0023377874637133963 -0.0012158117783864269 0.0018820613576897341 0.00041920420662133062 0.0031393852171878456
leaf_weight=0.0010785015739527282 0.0010258565866573454 0.0010316797998850538 0.001164603291482145 0.0011107906158526757 0.0012159551974700936 0.0012215722688600833 0.0011687267591751769 0.0010555021580729998 0.0013104275388837643 0.0012616881047910365 0.0010871521747489324 0.0011551982370844316 0.0012684220117402034 0.0013680021271266843 0.0010846385126885849
leaf_count=119 296 181 628 294 880 98 138 193 192 130 75 190 273 119 104
internal_value=0 5.55348e-05 0.000174878 -2.36557e-05 -0.00178803 0.000332846 0.000547099 0.000313504 0.00135184 1.85291e-05 -0.000586923 0.000844884 0.000112577 -0.000801603 0.00185945
internal_weight=0 0.0175829 0.0165512 0.0141623 0.00238056 0.0117817 0.0105601 0.00939139 0.00238893 0.0082806 0.00477908 0.00350152 0.00372358 0.00245515 0.00234633
internal_count=3910 3614 3433 3122 1508 1614 1516 1378 311 1084 660 424 467 194 234
is_linear=0
shrinkage=0.0067667


Tree=2057
num_leaves=15
num_cat=0
split_feature=484 50 15 151 52 13 12 0 16 48 2 12 52 0
split_gain=6.34225e-05 8.25059e-05 0.000103179 0.000104675 0.000154052 0.00015181 0.000130988 0.000123425 9.62384e-05 0.000126133 0.000122721 0.000116511 0.000110651 0.000214881
threshold=-0.0043499999999999988 0.10030500000000002 -0.24219999999999997 -0.076429999999999984 0.11401500000000002 -0.10023999999999998 0.081660000000000024 -0.10131499999999999 -0.094359999999999986 0.091555000000000011 0.094400000000000026 0.086935000000000012 0.083750000000000005 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 7 -4 -5 10 11 -7 12 13 -10
right_child=1 -3 3 4 -6 8 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0014963805053840504 0.0020283823939714844 0.0019433446318543384 0.0024950159139038547 -0.00021463669320784782 -0.0028920730270200158 -0.00042739360884479417 -0.00070521850204789281 0.0027475573947116048 0.0015553702427452696 0.0018256686140191442 -0.0033725741372893667 -0.0020422807000714965 0.0019808339440710895 -0.0024280722779750335
leaf_weight=0.0012656211375364898 0.0010295715390047705 0.0010162559652819722 0.0013579199765897535 0.0013064342718582256 0.0010654741066391223 0.0014946194607659584 0.0010297067661911852 0.0012703375652253187 0.0011103682686199878 0.001184170496244169 0.0011433849362783577 0.001755373433981855 0.0010118340870388376 0.0014042051278387842
leaf_count=612 270 292 212 121 300 166 204 70 63 128 124 905 183 260
internal_value=0 7.31939e-05 -4.43898e-05 -0.000185403 -0.000428968 -0.000204293 0.00111486 0.00124571 -0.0006147 -0.000170318 -0.00170392 -0.000617816 9.12536e-05 -0.000669091
internal_weight=0 0.0171797 0.0161634 0.0151338 0.0127462 0.0116807 0.00238763 0.00257677 0.00910396 0.00646595 0.002638 0.00528178 0.00352641 0.00251457
internal_count=3910 3298 3006 2736 2320 2020 416 191 1829 1539 290 1411 506 323
is_linear=0
shrinkage=0.0067667


Tree=2058
num_leaves=21
num_cat=0
split_feature=1213 14 1456 11 3 1 52 51 42 42 2 4 4 4 12 4 15 16 52 15
split_gain=0.000343579 0.000327914 0.000207338 0.000268658 0.000239943 0.000184227 0.000311427 0.000205008 0.000212129 0.000241217 0.00026226 0.000246443 0.000189823 0.000139204 0.000196927 0.000218055 0.000162002 0.000137771 0.000145419 0.000131095
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15121499999999996 0.10871500000000002 0.11401500000000002 0.086575000000000027 0.091955000000000023 -0.090359999999999982 0.086875000000000022 -0.026614999999999996 0.0033150000000000007 0.055260000000000011 0.10297500000000001 0.27223000000000003 -0.035939999999999993 0.081265000000000018 0.091210000000000013 -0.07142999999999998
decision_type=2 2 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 -6 11 -11 17 19 15 16 -15 -12 -19 -7
right_child=1 -3 3 -5 5 13 -8 -9 -10 10 12 -13 -14 14 -16 -17 -18 18 -20 -21
leaf_value=-0.00075769221791213085 -0.00053678558860857119 -0.00072737532097127456 0.00059649625246407153 -0.00052710946831787916 -0.00047562644190576935 0.0001698116081731118 -0.00070761620997305066 -0.00050192158674198259 -0.00049083808960076437 0.00030469374100116741 0.00083641163085632455 -0.00041523222842454092 -1.0735173448179921e-05 -0.0007104452388344085 0.00061929961208631709 0.00034333124518817862 3.8846964515412634e-05 -4.1469858558162416e-05 0.00068653627274168673 0.00081492923046877649
leaf_weight=0.0010974373311041221 0.0010574572178574651 0.0010436978429707302 0.0018242125543979594 0.0012812622741495963 0.0010016697894325065 0.0010846501009784126 0.0011333205393647796 0.0011694703810084537 0.0010297097273161146 0.0018000988826417097 0.001963387396677202 0.0017846730204813151 0.0014006358200517321 0.0010279465947427013 0.0011507814572842001 0.0016854861836384273 0.0011547907215012643 0.0010169724245457368 0.001052167590330555 0.0013116235259066624
leaf_count=592 312 112 139 123 191 105 323 135 285 251 320 241 169 55 38 267 19 121 13 99
internal_value=0 2.65248e-05 5.80865e-05 8.44366e-05 0.00011912 7.7187e-05 -1.9174e-05 4.46806e-05 0.000102534 0.000163514 0.000234507 -5.37203e-05 0.000424677 0.000250697 0.000120725 -2.75991e-05 -0.000314028 0.000575911 0.000328725 0.000522923
internal_weight=0 0.025974 0.0249303 0.0238729 0.0225916 0.0207674 0.0133521 0.0122188 0.0110493 0.0100196 0.00901794 0.00358477 0.00543316 0.00741528 0.005019 0.00386822 0.00218274 0.00403253 0.00206914 0.00239627
internal_count=3910 3318 3206 2894 2771 2632 2049 1726 1591 1306 1115 492 623 583 379 341 74 454 134 204
is_linear=0
shrinkage=0.00137286


Tree=2059
num_leaves=13
num_cat=0
split_feature=49 49 151 151 12 13 42 3 52 16 16 52
split_gain=6.4569e-05 0.000180097 0.000156639 0.000134807 9.92961e-05 0.000134083 0.000147101 0.000246744 0.000110403 0.00014111 0.000214853 7.15885e-05
threshold=-0.047894999999999993 -0.006494999999999999 -0.039414999999999999 0.083140000000000006 0.051320000000000005 0.0024700000000000004 0.084100000000000022 -0.078884999999999997 0.09716000000000001 0.050115000000000007 -0.057604999999999996 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 8 6 11 -8 9 10 -3 -6
right_child=1 4 3 -5 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0021320577735366086 -0.0027209463862824346 -0.00088160172745618674 -0.0016822284451980057 0.0013044717799987565 0.002094205689220848 -0.0021161162040638213 -0.0033894389713620319 0.00063266180471322571 0.0018871933452828846 -0.001748577145351333 0.0024117793487738902 -3.8430058294240484e-05
leaf_weight=0.0017368364789011326 0.0010940343361922284 0.0016416484559949093 0.0013906110433907276 0.001100857909879488 0.001283043541019168 0.0016968769192565458 0.0011091732359112105 0.0014065567742841279 0.0017906817208937498 0.0013088195841256256 0.0015810764615072411 0.0012768672455723482
leaf_count=250 251 240 157 98 394 516 725 506 150 184 133 306
internal_value=0 -0.00023558 0.000662144 -0.000362552 -2.79336e-05 -0.000564414 -4.5652e-05 -0.00114066 0.000546756 1.70704e-05 0.000734139 0.00103046
internal_weight=0 0.0141888 0.00422831 0.00249147 0.0130947 0.00677252 0.00507564 0.00251573 0.00632223 0.00453154 0.00322272 0.00255991
internal_count=3910 3405 505 255 3154 2447 1931 1231 707 557 373 700
is_linear=0
shrinkage=0.00637641


Tree=2060
num_leaves=15
num_cat=0
split_feature=1 52 42 0 43 48 4 15 4 0 48 2 12 52
split_gain=6.82433e-05 0.000127715 9.30446e-05 0.000103211 0.000131716 0.000217504 0.00011592 9.9447e-05 0.000102973 9.10631e-05 0.000118175 0.000198183 8.70563e-05 6.31533e-05
threshold=0.10828500000000001 0.11401500000000002 0.091955000000000023 -0.077944999999999987 -0.0037249999999999996 0.086125000000000021 -0.44477499999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.035699999999999989 0.12738500000000003 0.11542500000000001 0.097345000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -5 8 -6 10 11 12 -2 -8
right_child=9 -3 -4 6 5 -7 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0019104186023758266 -0.001555204588867391 -0.0023555776408135461 -0.0019163376643476166 -0.00084090146487280162 0.0033538003966083153 -0.0023814206013203724 0.00081141879559844319 -0.00039552026690744299 0.00047707075177354626 0.0022601070502894032 -0.0018543301872285421 0.0026668673553556467 0.00090321765824245815 0.0029698404018116886
leaf_weight=0.0017831669510703198 0.0013802435903832351 0.0012154267840417234 0.0011024416474794624 0.0010025325799009055 0.001069015689631192 0.0010916399894410345 0.0012438471171182519 0.0013755066015340711 0.0011227682639743525 0.0011130718706728474 0.0010185314002373325 0.0014183499508303218 0.0011723940416438761 0.001146482229696765
leaf_count=1131 180 501 450 169 71 91 211 264 138 174 75 235 74 146
internal_value=0 -0.000315478 -8.87703e-05 0.000116089 -0.000377111 0.00020975 0.00105254 0.00100268 0.00188016 0.00054434 0.000161583 0.000678652 -0.000426082 0.00184667
internal_weight=0 0.0121528 0.0109374 0.00983496 0.0064421 0.00465893 0.00339286 0.00356729 0.00219178 0.00610259 0.00498952 0.00397099 0.00255264 0.00239033
internal_count=3910 3172 2671 2221 1695 564 526 473 209 738 564 489 254 357
is_linear=0
shrinkage=0.00663402


Tree=2061
num_leaves=20
num_cat=0
split_feature=1213 1456 11 43 13 132 42 39 133 43 16 4 0 157 0 0 16 4 3
split_gain=0.000417731 0.000295117 0.00025098 0.000252552 0.000258808 0.000319579 0.000226849 0.000294896 0.000283718 0.000259453 0.00024276 0.000187846 0.000176393 0.000167948 0.000184924 0.00025599 0.000232563 0.000276908 0.000106315
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.24789500000000006 -0.089899999999999994 0.079995000000000011 -0.10770999999999999 0.005105000000000001 0.084285000000000013 -0.074254999999999988 0.070590000000000014 0.24280000000000004 -0.084304999999999977 -0.013279999999999998 -0.083564999999999987 -0.15291499999999997 -0.19424999999999998 0.0057500000000000008 -0.100615
decision_type=2 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 8 9 18 13 12 -3 -11 15 16 -15 -18 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20
leaf_value=-0.001006774900176181 -0.00083558521417852736 -9.9186177619701941e-05 -0.00066505079483028702 -0.00070646690877762216 -0.00070009735678385973 0.00076740794224331333 0.00083128676095237108 0.00076893695645462948 -0.00081280431967257723 0.00062111260389909929 -0.00083048840058882112 0.0010375667706261317 0.00062988246687534764 -0.0005178175627803558 0.00045388951816537299 -0.00074116630955211866 -0.00026393046315161049 0.00086777633185050281 0.00017734402059071112
leaf_weight=0.0011208850520148935 0.001046647080277084 0.0017071072602730247 0.001237086550933574 0.0010137198549161749 0.0012626453024476127 0.0014679598513569056 0.001224229089407558 0.0013044976523150726 0.0011902932909696228 0.0010039054586658009 0.0010942459118169151 0.0011781966568663454 0.0018738972888006035 0.0013839285278494096 0.0013197567186763485 0.0017825317011744557 0.0011070374067037028 0.0012271526240397179 0.0014761887718039999
leaf_count=592 332 193 143 196 129 226 26 272 636 69 158 154 89 72 171 182 43 18 209
internal_value=0 1.71236e-05 5.45375e-05 9.38964e-05 0.000131452 3.59984e-05 -3.3828e-05 2.57778e-05 -4.99057e-05 2.82486e-05 -0.000106661 0.000469295 0.000282327 -5.43176e-06 -9.76537e-05 -0.000229984 1.50858e-05 0.000331041 0.000473808
internal_weight=0 0.024901 0.0238544 0.0226173 0.0216036 0.0168444 0.0153764 0.0141138 0.0128093 0.011619 0.00891856 0.0047592 0.003581 0.00782431 0.00682041 0.00550065 0.00371812 0.00233419 0.00270042
internal_count=3910 3318 2986 2843 2647 2211 1985 1856 1584 948 713 436 282 555 486 315 133 61 235
is_linear=0
shrinkage=0.0016407


Tree=2062
num_leaves=14
num_cat=0
split_feature=4 1 12 39 3 43 133 42 15 52 15 160 1
split_gain=6.84497e-05 0.000133183 0.000105028 9.34974e-05 0.000219404 0.00011749 9.0181e-05 0.000111439 0.000123148 8.32545e-05 7.93399e-05 7.77103e-05 7.84934e-05
threshold=0.24280000000000004 0.11198000000000001 0.10595000000000002 0.097470000000000015 0.13772500000000001 0.083940000000000015 0.087615000000000012 0.091145000000000018 0.084050000000000014 -0.092854999999999979 -0.095799999999999982 0.084100000000000022 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 -1 -11 12 -12
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 11 -13 -14
leaf_value=-0.0013434312183896258 -0.00049496183414608015 0.0019538905608630962 -0.0022417789183727436 -0.0018041564372729617 0.002750842516780665 -0.0021270871855955924 -0.0018060206839446229 0.0020138425267306084 -0.0019586632844166671 -0.00065492521356176278 0.0016118561944208059 0.0025017439398789245 -0.00063110860001337071
leaf_weight=0.0010719578844262945 0.0018394296825710657 0.0019201105652817728 0.0010196697650148639 0.0012064212213712686 0.0011869436286983124 0.0011847163877726228 0.0010047633008237649 0.001293930500128479 0.0012043951516179617 0.0014451244830983199 0.0013412764085412388 0.0012043513492931146 0.0012993700462170521
leaf_count=342 196 353 314 75 108 215 709 255 592 170 293 81 207
internal_value=0 0.000755741 -0.000229336 -7.66927e-05 9.36169e-05 -0.000191814 4.05947e-05 0.00025 -5.16324e-05 0.000309385 0.000644301 0.00113261 0.000508171
internal_weight=0 0.00375954 0.0144629 0.0134433 0.0122368 0.0110499 0.00986517 0.00886041 0.00756648 0.00636208 0.00529012 0.003845 0.00264065
internal_count=3910 549 3361 3047 2972 2864 2649 1940 1685 1093 751 581 500
is_linear=0
shrinkage=0.00650394


Tree=2063
num_leaves=21
num_cat=0
split_feature=14 1213 403 1 0 4 0 52 157 39 160 151 2 42 3 16 13 16 1 13
split_gain=0.000453362 0.00028753 0.000188814 0.000440579 0.000209737 0.00033498 0.00022373 0.000295149 0.000263258 0.00019756 0.000325692 0.000186071 0.000284191 0.000295158 0.000253524 0.00019384 0.00013307 0.000116042 9.27804e-05 6.41478e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.18055000000000002 -0.34687499999999999 -0.017269999999999997 -0.27466499999999994 -0.063554999999999987 0.005105000000000001 -1.0000000180025095e-35 -0.083919999999999981 0.086875000000000022 0.081685000000000021 -0.075404999999999986 -0.094359999999999986 -0.012034999999999999 -0.070594999999999977 0.11663000000000003 -0.083654999999999993
decision_type=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 7 -7 -9 10 17 -12 14 15 19 -14 -3 -10 -11 -13
right_child=-2 2 3 -5 -6 6 -8 8 9 18 11 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00085014950148103023 -0.00108730420498824 -0.00026225128500896545 -0.00023380974579782538 0.0012880249768579962 0.00075343976429156738 -0.00071808575604748789 0.00069739582294252626 0.0007443352364741167 -0.000306515289256526 0.00013292068787399666 -0.00054606669776132387 0.00051302631458649247 -0.00024192598432226184 0.0010865542492977235 -0.00066617163177415352 0.0005861781429881244 -0.0010932633069320595 -0.001121327881481819 0.00084995530857345358 -8.7536732696320645e-05
leaf_weight=0.0010359578714288003 0.0011036238995892613 0.0012445373688940789 0.001086162617752128 0.0011319904748967602 0.0010808069150999569 0.0015083982834445042 0.0014677195279474168 0.0015331559810407161 0.0010363323834817438 0.0010806551362640424 0.0013535290308581424 0.0010085653882236367 0.0017698893235430753 0.0013658228390208138 0.0018381733464067351 0.0015405147267644774 0.0010229714374081446 0.0010013826817835978 0.0010241238268302484 0.0010659369901862559
leaf_count=578 126 57 177 77 35 268 146 319 180 144 113 85 138 178 105 207 193 370 143 271
internal_value=0 3.04575e-05 6.82161e-05 0.000542828 2.02379e-05 -1.7748e-05 5.77871e-05 2.9734e-06 7.26135e-05 -5.04e-07 -8.5241e-05 4.21758e-05 0.000134877 0.000418901 -0.000204573 0.000143437 -0.000637157 -0.000706934 0.000481809 0.00020444
internal_weight=0 0.0251966 0.0241607 0.00221815 0.0219425 0.0208617 0.0185942 0.0171265 0.0156181 0.0140849 0.0119801 0.00994243 0.0085889 0.00467623 0.00391268 0.0033104 0.00226751 0.00203772 0.00210478 0.0020745
internal_count=3910 3784 3206 254 2952 2917 2667 2521 2253 1934 1647 1097 984 523 461 345 250 550 287 356
is_linear=0
shrinkage=0.00170698


Tree=2064
num_leaves=15
num_cat=0
split_feature=484 50 48 4 0 2 3 47 43 43 0 43 3 0
split_gain=6.89996e-05 6.43176e-05 9.60824e-05 0.000194962 0.000160905 0.000110382 0.000142317 0.000108252 0.000170053 0.000156882 9.94445e-05 8.70909e-05 7.64112e-05 4.50486e-05
threshold=-0.0043499999999999988 0.10030500000000002 0.11930500000000001 0.28937500000000005 -0.23029999999999998 0.11680500000000001 0.11476000000000001 0.092255000000000018 -0.073139999999999983 0.0016850000000000001 -0.077944999999999987 -0.074904999999999985 0.082730000000000012 -0.029849999999999998
decision_type=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 -6 -9 -10 -12
right_child=1 -3 -4 -5 5 -7 -8 11 9 -11 13 -13 -14 -15
leaf_value=-0.0016488862686939217 0.0025880472546649831 0.0018422023314705665 -0.0021453436687389697 0.0026402055144720557 -0.0010540108533699162 -0.0025265614664438233 0.0020263773581867405 -0.0005630193770433875 -0.0043775611387964165 -0.00020286629169744724 0.002285176401919034 0.0023068180127934173 -0.0017208922424829477 0.00021017089153424441
leaf_weight=0.0012584929896689882 0.00102947703288869 0.0010196962162564846 0.001024453401013605 0.0014392767478315265 0.0017854543975213168 0.0011104839332023312 0.0013583054954819937 0.0010277728559590499 0.0012050522645562526 0.0015975688211073008 0.0010678474571440832 0.0011614771937382487 0.0010401056261359898 0.0010904161434320278
leaf_count=612 50 292 110 351 571 192 66 91 766 390 172 89 87 71
internal_value=0 9.38063e-05 -1.80563e-05 0.000128076 -0.000140267 -0.000365969 -0.000154278 -0.000451199 -0.000847844 -0.0019229 0.000199686 0.000959534 -0.00314682 0.00123682
internal_weight=0 0.0169574 0.0159377 0.0149132 0.013474 0.0124445 0.011334 0.00997569 0.00778644 0.00384273 0.00394372 0.00218925 0.00224516 0.00215826
internal_count=3910 3298 3006 2896 2545 2495 2303 2237 2057 1243 814 180 853 243
is_linear=0
shrinkage=0.00718087


Tree=2065
num_leaves=20
num_cat=0
split_feature=14 1213 11 3 157 13 39 4 52 1 133 0 1 4 3 42 3 150 4
split_gain=0.000392167 0.000296818 0.000200525 0.00022665 0.000169883 0.000162385 0.000202469 0.000235476 0.000166606 0.00013991 0.000205437 0.000136141 0.000195127 0.000199928 0.000214239 0.00018101 0.000223182 0.000198739 0.000212925
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.07453499999999999 -0.083514999999999992 0.005105000000000001 0.074650000000000008 0.10062000000000001 0.08844500000000001 0.086895000000000014 -0.053834999999999994 0.12730000000000002 0.41666000000000009 0.097615000000000021 -0.089024999999999979 -0.082204999999999986 0.087235000000000021 -1.0000000180025095e-35
decision_type=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 11 -8 9 10 -6 12 13 14 15 -7 -17 18 -18
right_child=-2 2 -4 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=-0.00085169983627070409 -0.00097345037682699869 0.00065417430507341487 -0.00057596663024135229 0.00052218747994030627 -0.00027896437744233556 0.00035203337996928875 0.00083180019229057013 -0.0002293684915035675 -0.00024677159939889528 0.00072382517323207624 0.00067693357121476907 -0.00068444770567791945 0.00050209803983920797 -0.00088266003692483727 0.00051778421124738479 -0.0010593394767191397 0.00050617853366856477 -0.00080788630853723532 -0.00040757623887375204
leaf_weight=0.0010033081736704466 0.0011123889531207123 0.001796396174776972 0.0012658763273503118 0.0018414381306067337 0.0014103904772709086 0.0011119287887441012 0.0012222415005706247 0.0010434766128540156 0.001490947264175424 0.0018951361305481335 0.0010601376937168783 0.0013472171751724793 0.001163575509893989 0.0010547259666138231 0.0011909156455058856 0.0010305839568734683 0.0013258149473978536 0.0010436476049235921 0.001423547802857042
leaf_count=578 126 147 125 421 213 211 133 124 166 225 94 176 39 36 64 387 346 46 253
internal_value=0 2.23975e-05 5.93732e-05 9.51944e-05 4.65808e-05 3.10435e-08 -0.000102444 0.000343079 0.000226755 0.000388473 0.000131225 -0.000196854 -0.000126558 -0.00021597 -0.000117298 -0.000244722 -0.000382286 -0.000198326 3.30603e-05
internal_weight=0 0.0247213 0.023718 0.0224521 0.0206557 0.0188143 0.0129577 0.00226572 0.00585661 0.00436566 0.00247053 0.010692 0.00934474 0.00818116 0.00712644 0.00593552 0.00482359 0.00379301 0.00274936
internal_count=3910 3784 3206 3081 2934 2513 1815 257 698 532 307 1558 1382 1343 1307 1243 1032 645 599
is_linear=0
shrinkage=0.0016407


Tree=2066
num_leaves=21
num_cat=0
split_feature=14 1213 1374 457 11 3 159 159 160 1 47 43 16 2 52 4 42 15 3 3
split_gain=0.000368924 0.000329847 0.000325179 0.00026766 0.000238402 0.000226377 0.000168649 0.000223618 0.000165539 0.000186169 0.000219546 0.000222139 0.000219305 0.000401927 0.000241797 0.000159316 0.000282114 0.000384527 0.000131757 8.16649e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 0.088315000000000018 -0.15002999999999997 0.10519500000000001 0.073745000000000019 -0.217635 0.12958500000000003 0.09252500000000001 -0.024279999999999996 0.0032450000000000005 0.096540000000000015 0.086950000000000013 -0.077679999999999985 0.085195000000000007 -0.094924999999999995 0.11265500000000002 -0.084129999999999996
decision_type=2 2 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 12 -12 14 -14 15 19 17 -17 -11 -10
right_child=-2 2 3 -5 -6 6 -8 -9 9 18 11 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.00091649387953933329 -0.001008643240953528 -0.00087120526112575774 0.00065213067307973247 0.00079124403905964081 -0.00069925479274149046 -0.0005878451394765832 -0.00059343586412614663 0.0007224227731906541 0.00044223750234029404 0.00089516864421439473 4.9710561623499873e-05 -0.0010126690771196968 -0.001136456296567633 0.00017164426629987507 -0.00044736291976623049 0.00059749200746737419 0.0008976918543487372 -0.00065655790795146282 0.00010622389543103749 0.0011277738151434424
leaf_weight=0.0010392670968152875 0.001046478658482757 0.0010346799237321838 0.0019591486745058574 0.0015537236815689739 0.0011477230394696383 0.0011870755163458048 0.0011416305856199451 0.0014639617346392927 0.0010122397640901781 0.0012407623094051962 0.001134529129542261 0.0011596878814818671 0.0010608726094752871 0.0019287479622542292 0.001189689879862621 0.001299423571056218 0.0011914393813718532 0.0015772039635393535 0.001226479505767139 0.0010130713367523742
leaf_count=578 126 66 137 149 122 279 259 251 166 93 132 94 204 194 320 79 192 283 83 103
internal_value=0 2.54139e-05 6.53328e-05 0.00010659 5.80905e-05 9.99083e-05 4.24432e-05 8.3491e-05 2.58276e-05 7.42823e-05 -9.88321e-06 -0.000487304 9.67401e-05 -0.000292538 0.000256534 0.000393965 0.000199214 -9.00814e-05 0.00050298 0.000785146
internal_weight=0 0.0255614 0.0245221 0.0234874 0.0219337 0.020786 0.0188268 0.0176852 0.0162212 0.0150341 0.0125669 0.00229422 0.0102727 0.00298962 0.00728307 0.00609338 0.00406807 0.00287663 0.00246724 0.00202531
internal_count=3910 3784 3206 3140 2991 2869 2732 2473 2222 1943 1767 226 1541 398 1143 823 554 362 176 269
is_linear=0
shrinkage=0.00170698


Tree=2067
num_leaves=20
num_cat=0
split_feature=14 123 2 50 124 1 3 47 13 12 1 43 0 1 2 13 48 49 12
split_gain=0.000362736 0.00020697 0.000329064 0.000303962 0.000284042 0.000296799 0.000277441 0.000273423 0.000265218 0.000263971 0.000175537 0.000295977 0.000143703 0.000117375 0.000203262 0.000136722 0.000169641 0.000279682 0.00013116
threshold=0.077685000000000018 1.0000000180025095e-35 0.099015000000000006 0.10625000000000001 -0.013479999999999999 0.12485500000000001 -0.15464999999999998 0.10887000000000001 -0.094679999999999986 0.098845000000000016 0.08844500000000001 0.088185000000000013 -0.053834999999999994 0.10113500000000002 0.11230000000000001 -0.032264999999999995 0.085760000000000017 -1.0000000180025095e-35 0.086865000000000012
decision_type=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 8 10 13 11 -8 -7 15 -15 -10 17 -17 -19
right_child=-2 2 -4 -5 5 12 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 -20
leaf_value=-0.00077630600334129419 -0.00092836940370517786 -0.00016419325427273227 0.0010330594321849322 -0.00073707971445063577 0.00055228244615559757 0.00096848458548511843 -0.00038005814485433221 -0.00083359820699285554 -0.00052241621484391701 -0.00088706934415352836 0.00079179065407842554 0.00069826394022995159 0.00017896436241346785 0.00055912519132907059 -0.00030776747341767645 0.00076075443166199802 -0.00049485851424331453 -0.00036777567697330162 0.00030574387408943883
leaf_weight=0.0010276897279358479 0.0010134234302253122 0.0010395348797033596 0.0011622527911996292 0.0013609966240698745 0.0018866727327443633 0.0011549437362370907 0.0013919322482236424 0.0010592053921403268 0.0019000212511253401 0.001026724942757567 0.0013070591543137278 0.0010809307361507592 0.0010538924506407329 0.0016159946718858897 0.0010776658410911466 0.0011605701332959295 0.0014715168215722746 0.0019708993838230245 0.0010643583159741649
leaf_count=77 126 151 174 385 175 98 108 122 1016 340 85 45 94 94 44 54 94 252 376
internal_value=0 1.53012e-05 0.000467798 -2.87614e-05 1.6604e-05 5.68993e-05 -8.68876e-06 -7.43164e-05 -2.09415e-05 -0.00013964 0.000333519 9.12949e-05 0.000591784 -6.48513e-05 0.000212303 -0.000163506 -4.31792e-05 0.000115229 -0.000131596
internal_weight=0 0.0248129 0.00220179 0.0226111 0.0212501 0.0202224 0.0180136 0.0161269 0.0150677 0.0112878 0.00377992 0.00247286 0.00220884 0.010261 0.00269366 0.00756737 0.00566734 0.00419583 0.00303526
internal_count=3910 3784 325 3459 3074 2997 2805 2630 2508 2270 238 153 192 1930 138 1792 776 682 628
is_linear=0
shrinkage=0.00154607


Tree=2068
num_leaves=14
num_cat=0
split_feature=49 49 151 151 11 159 15 15 133 16 16 3 15
split_gain=6.61554e-05 0.000144394 0.000135711 0.000123007 9.38456e-05 9.54522e-05 8.27312e-05 0.000137934 0.000195175 0.000125078 0.00011354 0.00010731 6.72044e-05
threshold=-0.047894999999999993 -0.006494999999999999 -0.039414999999999999 0.083140000000000006 0.080455000000000013 0.09141500000000001 -0.075094999999999981 0.079360000000000014 0.087485000000000021 -0.110495 -0.088144999999999987 -0.074234999999999982 -0.015439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 9 8 11 -3 -9 -8 -13
right_child=1 4 3 -5 -6 -7 7 10 -10 -11 -12 12 -14
leaf_value=0.0023433938546612116 -0.0028402293748950912 0.00066143279974686172 -0.001771548883377896 0.0014935712743193662 -0.002121228443125863 -0.0018226609070214627 0.0037164347722363818 0.0008136942566196627 -0.0014184410169357576 -0.002158915494220281 -0.0024794104258335304 -0.0001638683397529003 0.0022302465704380492
leaf_weight=0.0017429007982480774 0.0010816365047757398 0.0018947230334829274 0.00139036255664332 0.0011157147722142546 0.0010826072816777369 0.0012076518587828275 0.0015047131833315526 0.0012017899566134881 0.0010214882142392055 0.0015206042681826099 0.0010545501318288061 0.0010572540577685752 0.0015529498379058849
leaf_count=250 251 319 157 98 206 365 162 293 179 471 957 94 108
internal_value=0 -0.000268169 0.000773741 -0.000317905 -5.57732e-05 0.000130323 0.000348541 0.000784105 0.00144721 -0.000594269 -0.000725411 0.00215858 0.00126052
internal_weight=0 0.01418 0.00424898 0.00250608 0.0130983 0.0120157 0.0108081 0.00739275 0.00513641 0.00341533 0.00225634 0.00411492 0.0026102
internal_count=3910 3405 505 255 3154 2948 2583 1793 543 790 1250 364 202
is_linear=0
shrinkage=0.00732449


Tree=2069
num_leaves=21
num_cat=0
split_feature=1213 14 1456 11 3 13 12 0 4 1 151 49 50 3 2 133 47 2 2 43
split_gain=0.000331728 0.000293524 0.000260595 0.000258123 0.000278195 0.000194935 0.000257289 0.00072357 0.0002966 0.000248076 0.000231659 0.000295353 0.00025382 0.000214147 0.000194377 0.000175419 0.000165913 0.0001565 0.000159881 5.43458e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -0.083514999999999992 -1.0000000180025095e-35 -0.053834999999999994 -0.0058549999999999991 0.08844500000000001 -0.044604999999999992 -0.069934999999999983 0.083215000000000011 -0.075679999999999983 0.106035 0.083815000000000014 0.081905000000000019 0.11203000000000002 0.087665000000000007 0.14198000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 14 9 8 10 -7 15 -8 -12 13 -13 -4 -6 -11 18 -15 -17
right_child=1 -3 3 -5 5 6 7 -9 -10 16 11 12 -14 17 -16 19 -18 -19 -20 -21
leaf_value=-0.00090946131895646592 -0.00074956319309683037 -0.00083906555154926465 0.00016626605075521365 -0.00063468647980263846 -0.00050300064432268665 0.0010590184644231665 -0.00054209643274466329 -0.0013227737585092139 -5.7312231574780994e-05 0.0010787747389859365 -0.00052991578909710748 -8.4981797353342754e-05 -0.00045882280161644272 0.00051437157830757784 0.0010290540896805075 2.0936810935723311e-05 0.00026914377375301105 0.00010494574458908203 0.0013341857556247163 0.00053932072476227844
leaf_weight=0.0010513047245934151 0.0010153068081357143 0.0010049981505786945 0.0013246603450927054 0.0012280144708238785 0.0011474840811423826 0.0010598803968038806 0.0017427068556041614 0.0012266460290025804 0.0014697360885428485 0.0012909685726294542 0.0015261978659181791 0.0016262150695186247 0.0010654473980006678 0.0015965193849001831 0.0013788418699311467 0.0010488707981229292 0.001329109983884684 0.0010929818106307498 0.0010016489224611569 0.0010441877584952408
leaf_count=592 312 112 121 123 165 111 167 199 201 243 68 555 253 84 80 269 72 48 121 14
internal_value=0 1.2734e-05 4.80857e-05 8.29933e-05 0.000123104 5.5308e-05 -5.16561e-05 -0.000159105 0.000410418 0.000300022 -1.12133e-05 0.000105764 0.000257762 0.000401344 0.000606306 2.44616e-06 0.000668066 0.000615606 0.000830427 0.000279549
internal_weight=0 0.0252204 0.0242154 0.0232001 0.0219721 0.0192686 0.013408 0.0108784 0.00252962 0.00586062 0.00965172 0.00790901 0.00638281 0.00531737 0.0027035 0.00324054 0.00262008 0.00369115 0.00259817 0.00209306
internal_count=3910 3318 3206 2894 2771 2570 1807 1495 312 763 1296 1129 1061 808 201 448 315 253 205 283
is_linear=0
shrinkage=0.00160853


Tree=2070
num_leaves=20
num_cat=0
split_feature=1213 1456 14 11 157 13 4 0 0 52 12 2 52 0 3 0 4 49 12
split_gain=0.000404038 0.000331736 0.000254086 0.000195691 0.000206015 0.000198114 0.000289414 0.000270339 0.000383576 0.00023236 0.000224402 0.000187055 0.000328762 0.000196152 0.000172873 0.000238419 0.000212535 0.000167405 0.000191509
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.073574999999999988 -0.074599999999999986 0.26048500000000002 -0.017269999999999997 0.12346000000000001 -0.37613999999999997 -0.051479999999999991 0.11203000000000002 0.12267000000000002 -0.230625 0.088060000000000013 -0.07773999999999999 -1.0000000180025095e-35 -0.088729999999999989 0.088375000000000023
decision_type=2 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 9 -9 -7 -6 13 -13 -11 15 16 -15 -12 -19
right_child=1 2 -4 -5 5 7 -8 8 -10 11 17 12 -14 14 -16 -17 -18 18 -20
leaf_value=-0.0010113905281369639 -0.00088474336705627883 0.00046940900897035241 -0.00079120122892859543 -0.0006097017569017439 -0.00061612363481275032 -0.00091983936903502637 0.00079449382413611727 0.00095518498450061448 -0.00020090389521631441 0.00048152880009069552 -0.0003787342528259031 -0.0009602502182539936 9.1282836270588298e-05 9.3349761347812299e-05 -0.00072530879079951119 0.00044601744044774945 -0.00060640894943782113 0.00066807282620527403 -1.4172941458412124e-05
leaf_weight=0.0011554766858550272 0.0011802422125137121 0.0016284838099478718 0.0010601738052111167 0.0013057624240708767 0.0010347723414760035 0.0010596603437992664 0.0011652365503500225 0.0010062634697956653 0.0015435444743271722 0.001113856960964995 0.0010407899223074946 0.0015610814147675768 0.0010593444959645093 0.0017977205254654637 0.0010368177778490306 0.001372649157804726 0.0018896709859187195 0.0015586773185194717 0.0019860353487979598
leaf_count=592 332 389 97 123 84 116 190 131 75 47 69 158 47 402 39 265 192 320 242
internal_value=0 -0.000130509 -9.37559e-05 -6.18301e-05 -2.90961e-05 -6.92326e-05 0.000133697 -0.000171682 0.000255338 -0.000271658 -3.30384e-06 -0.000201793 -0.000535153 -8.0648e-05 -0.000183354 -7.2306e-05 -0.000265254 0.000134986 0.000285823
internal_weight=0 0.0254008 0.0242205 0.0231604 0.0218546 0.0202261 0.00678551 0.0134406 0.00254981 0.0108908 0.00562027 0.00983114 0.00262043 0.00721072 0.00609686 0.00506004 0.00368739 0.0045855 0.00354471
internal_count=3910 3318 2986 2889 2766 2377 905 1472 206 1266 715 1150 205 945 898 859 594 631 562
is_linear=0
shrinkage=0.00145689


Tree=2071
num_leaves=22
num_cat=0
split_feature=14 1213 1456 43 13 132 42 39 2 2 2 2 48 43 1 457 52 16 52 0 43
split_gain=0.000410403 0.000361796 0.000378326 0.000210616 0.000381506 0.000330542 0.000282463 0.000486274 0.000322237 0.000321664 0.000275572 0.000411764 0.000166356 0.00033644 0.000491027 0.000161448 0.000215007 0.00013096 0.000115027 9.35873e-05 1.22022e-06
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.25671000000000005 -0.091229999999999992 0.079995000000000011 -0.10770999999999999 0.084535000000000013 0.096750000000000017 0.10510500000000002 0.11230000000000001 0.11578500000000001 0.090405000000000013 0.070805000000000021 0.085990000000000011 0.082870000000000013 -0.010284999999999997 -0.083564999999999987 0.098910000000000012 -0.11208499999999998 -0.0070849999999999993
decision_type=2 2 2 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 -6 8 15 -10 -11 -12 13 14 -4 16 20 19 -13 -18 -8
right_child=-2 2 3 -5 5 -7 7 -9 9 10 11 18 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0008246216745371863 -0.00088409300651810362 -0.00077346537839065202 -0.00042155003946408941 -0.00053704282527130979 -0.00067575033858907911 0.00064541470703533151 -0.00032756146617370817 0.00095396861298826412 -0.00098502894937287306 0.00042440050349552025 -0.0010764825268988335 -0.00031269150101877625 0.00011045294045949482 0.0012101393308587463 0.00096974790172464349 0.00053996180270269234 8.4102647564361063e-05 -7.5822725575778937e-05 0.00034968556359004873 0.00064640122301383375 -0.00039809349763910551
leaf_weight=0.0010019386496248747 0.0010739342254392761 0.0010867275818884801 0.0010182330882711433 0.0010505680413890875 0.0013265038580174164 0.0015540504042459704 0.0010007174064792027 0.001039966322524938 0.001175264624470017 0.001248863199654171 0.0010983463372976482 0.0011376422580154921 0.0018401873124551521 0.001311516727538653 0.0010523743324637597 0.0015457434788220814 0.0010191895196598466 0.0019601122870216408 0.001009464957546502 0.0014818385154483178 0.0010008876032967058
leaf_count=578 126 312 90 187 135 230 300 271 149 121 48 127 106 72 127 96 22 447 44 238 84
internal_value=0 1.69507e-05 5.07354e-05 8.82564e-05 0.000117042 1.64408e-05 -4.44806e-05 1.24143e-05 -5.91736e-05 -0.00031973 -0.000145755 -0.000365153 0.000456057 0.000644098 0.000285569 0.000125287 2.61057e-05 0.000200612 -1.27415e-06 0.00041726 -0.00036283
internal_weight=0 0.0259601 0.0249582 0.0238715 0.0228209 0.0175986 0.0160445 0.014718 0.0136781 0.00566958 0.00449432 0.00324545 0.00522231 0.00338212 0.00207061 0.00800849 0.00646275 0.00446114 0.00214711 0.00250103 0.00200161
internal_count=3910 3784 3206 2894 2707 2312 2082 1947 1676 489 340 219 395 289 217 1187 1091 707 171 260 384
is_linear=0
shrinkage=0.00142833


Tree=2072
num_leaves=21
num_cat=0
split_feature=14 1213 1456 11 3 13 13 12 0 4 1 12 457 50 3 2 1 1 13 4
split_gain=0.000449257 0.000346742 0.000279003 0.000223676 0.000226693 0.000185666 0.000247905 0.000246203 0.000335113 0.000268036 0.000233513 0.000270308 0.0001839 0.000203079 0.00016857 0.000243843 0.000237611 0.000282807 0.000180972 0.000154491
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.083514999999999992 -0.52445999999999982 -1.0000000180025095e-35 -0.053834999999999994 -0.0058549999999999991 0.10080500000000002 0.085185000000000025 -0.0015249999999999997 0.083215000000000011 -0.075679999999999983 0.11230000000000001 0.10521500000000002 0.091310000000000016 0.0015650000000000002 -0.077679999999999985
decision_type=2 2 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 12 -7 11 -8 -9 14 18 16 17 -16 -14 -13
right_child=-2 2 3 -5 5 7 10 8 -10 -11 -12 19 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0008691902673082305 -0.0010094967106385429 -0.00073000261532303178 0.00066914702156183178 -0.00055099673032349709 -0.00035270024486650371 0.0010516354117479842 -0.00044187920791548973 -0.00054449696445439189 -0.00074294636321904715 1.9763349284767579e-05 0.00095488323448667 0.00098616433869708068 -0.00063059408271715263 -0.00053882896726996983 0.00077760507546144255 -0.00019080810370518948 0.0012191169297043278 -0.0002959905638929518 0.00022506051617666667 0.00018965874472259172
leaf_weight=0.0010316762426211953 0.0010847130894142401 0.0010538367089994302 0.001818605135069702 0.0012461603970228543 0.0011388235475857655 0.0010310605188980637 0.0010418676945594821 0.0013203836034218911 0.0017628242252289679 0.0015936618783164531 0.0016262158523293394 0.0010208778320182632 0.0011010078568137226 0.0011186614743973304 0.0014110803132989574 0.0014634129344137659 0.0010140420337689804 0.001075083838298907 0.0013917386675881271 0.0014887190105900006
leaf_count=578 126 312 141 123 52 111 257 97 214 201 217 49 485 269 146 80 30 72 146 204
internal_value=0 2.6546e-05 6.3932e-05 9.92882e-05 0.000135436 8.83176e-05 0.00031345 -1.12449e-05 -0.000109485 0.00042511 0.000459968 0.000233347 3.36293e-06 8.77225e-05 0.000181723 0.000349756 0.000575762 0.000313354 -0.000152869 0.000513669
internal_weight=0 0.0257497 0.0247181 0.0236642 0.0224181 0.0205995 0.0063165 0.014283 0.0116582 0.00262472 0.00517768 0.00355146 0.00989541 0.00857503 0.00745637 0.00496362 0.00350021 0.00248616 0.00249275 0.0025096
internal_count=3910 3784 3206 2894 2771 2630 779 1851 1539 312 727 510 1325 1228 959 328 248 218 631 253
is_linear=0
shrinkage=0.00157699


Tree=2073
num_leaves=22
num_cat=0
split_feature=14 1213 1456 11 3 124 13 4 16 4 43 1 4 1374 15 0 48 42 12 12 2
split_gain=0.00041312 0.000390703 0.000333006 0.000262326 0.000195364 0.000200235 0.000250623 0.000307237 0.000309997 0.000221575 0.000210898 0.000260024 0.000162937 0.00021231 0.000241161 0.000402441 0.000264407 0.000213443 0.00062367 0.000152656 5.90903e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.094679999999999986 -0.23071499999999998 -0.41862999999999995 -0.084009999999999987 0.16180500000000003 0.08844500000000001 -0.034289999999999994 -0.080239999999999992 -0.11739999999999999 -0.10575999999999998 0.084905000000000022 0.088235000000000022 1.0000000180025095e-35 -0.09168999999999998 0.097135000000000013
decision_type=2 2 2 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 19 10 -8 -9 -10 11 20 -11 -14 -15 16 -16 18 -17 -6 -7
right_child=-2 2 3 -5 5 6 7 8 9 12 -12 -13 13 14 15 17 -18 -19 -20 -21 -22
leaf_value=-0.00092220790745228148 -0.00095760262232732357 -0.00080925409574348251 0.00062461487307474608 -0.00059860302988591337 0.00014058754040944705 -4.2324315033980399e-05 -0.00086778758035214564 -0.00064484208361202536 0.00075229323467871257 -0.00045321831909207408 -0.00027166905252368239 0.0011301804167483159 -0.00056722187837636949 -0.00038930695750291172 0.0013364417273582249 0.00042352225043426113 0.00028012092969652936 0.00049504104750093948 -0.0011719595640791735 0.0010044500041569446 0.00049588751057144025
leaf_weight=0.0010900926133053579 0.0011650461938762227 0.0010891400065645594 0.0019648145240157523 0.0013170862024258758 0.0010805244450341617 0.0010888515204542848 0.0011213423895880927 0.0016515776484267103 0.0012063802383659407 0.0015719279362083156 0.0010004700167502989 0.0013122835075514705 0.0010662529325466989 0.0014844002215986789 0.0013123279520357283 0.0014778172508754048 0.0011507137898847386 0.00154266134327119 0.0011100777100248628 0.0010374536085523021 0.0010243035914970777
leaf_count=578 126 312 141 123 108 61 112 170 204 586 47 161 59 177 47 50 37 206 400 176 29
internal_value=0 2.09151e-05 6.10586e-05 9.97146e-05 0.000139352 9.44608e-05 4.24817e-05 -5.85803e-05 8.26726e-06 9.87395e-05 0.000378041 0.000567802 2.51653e-05 0.000107401 0.000196448 0.000328317 0.000842937 2.14506e-05 -0.00026086 0.000563735 0.000218562
internal_weight=0 0.0267005 0.0256104 0.0245213 0.0232042 0.0212394 0.0191214 0.0146955 0.0135741 0.0119226 0.00442591 0.00342544 0.0107162 0.00914425 0.008078 0.0065936 0.00246304 0.00413056 0.00258789 0.00211798 0.00211316
internal_count=3910 3784 3206 2894 2771 2630 2346 2048 1936 1766 298 251 1562 976 917 740 84 656 450 284 90
is_linear=0
shrinkage=0.00160853


Tree=2074
num_leaves=15
num_cat=0
split_feature=43 42 376 484 3 15 0 52 2 3 15 16 1 2
split_gain=8.46909e-05 0.000142653 0.000242469 9.5824e-05 0.000102087 0.000212476 0.000116986 0.000106176 9.88433e-05 0.000121614 0.000144392 0.000137886 8.49456e-05 5.34227e-05
threshold=0.19761500000000001 -0.10770999999999999 1.0000000180025095e-35 -0.0043499999999999988 -0.10315499999999998 -0.016339999999999997 -0.053834999999999994 0.086950000000000013 0.11203000000000002 0.096385000000000012 0.085120000000000015 -0.057604999999999996 0.091845000000000024 0.097360000000000016
decision_type=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 -6 -13 -7
right_child=-2 2 -4 4 6 13 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0024080567535119135 -0.0021067720312577644 -0.0020056755345189306 0.0037409132633304688 0.0037735040375514424 -0.0016698488286625796 -0.0012129928422515189 -0.0021810934464575678 -0.0015508016567657762 -0.0010621055610465463 0.0031288531692835048 0.0026105537931672791 -0.00039205661097046308 0.0024697074879346092 0.0011158976005268017
leaf_weight=0.0011625531445452397 0.0010101797149163995 0.0011572738211553203 0.0010008848164722367 0.0012013489259092985 0.0019054954141914911 0.0010895494993271001 0.0013385842463680296 0.0016835190013355121 0.0017777970409352077 0.0010819042100715937 0.0012580743618063051 0.0011323275958489551 0.0010941358327413164 0.0010260510923030264
leaf_count=224 252 557 192 125 302 118 291 659 214 68 334 372 86 116
internal_value=0 7.30021e-05 0.000245234 2.30344e-05 0.000183964 0.00131345 -0.000148408 0.000125513 0.000467597 0.000887796 0.000437964 -0.000223533 0.00101428 -8.34977e-05
internal_weight=0 0.0179095 0.0167469 0.0157461 0.0145888 0.00331695 0.0112718 0.00993325 0.00824973 0.00647194 0.00539003 0.00413196 0.00222646 0.0021156
internal_count=3910 3658 3434 3242 2685 359 2326 2035 1376 1162 1094 760 458 234
is_linear=0
shrinkage=0.00732449


Tree=2075
num_leaves=21
num_cat=0
split_feature=14 1213 1456 3 124 402 151 52 133 52 2 13 2 2 4 4 47 49 2 2
split_gain=0.000501398 0.000300133 0.000297963 0.00024374 0.000239433 0.000240325 0.000242541 0.000226752 0.000217762 0.000188152 0.000197582 0.000234352 0.000241025 0.000325784 0.000188354 0.000632776 0.000297601 0.000173914 0.000185959 4.61269e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.30601500000000009 -0.061329999999999989 0.076115000000000002 -0.083919999999999981 -0.40083499999999994 0.10681500000000001 0.28122000000000008 0.086875000000000022 -0.091849999999999987 0.09116500000000001 0.10510500000000002 -0.025214999999999998 0.05309500000000001 0.09252500000000001 -0.059914999999999989 0.11230000000000001 0.10325000000000002
decision_type=2 2 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 9 10 14 19 -13 -14 -9 -16 -17 -15 -19 -12
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 11 12 13 17 15 16 -18 18 -20 -21
leaf_value=-0.00082100050519163582 -0.0010414462158406118 -0.00076207944405852946 0.00064145276661081729 0.00087269210701430735 -0.00056406655796687301 0.00073517843650220728 -0.00061902597663666915 0.00036494854909080047 -0.0006375137687862117 -0.00052063690685283371 0.0010236401069610695 0.00074902137458656586 -0.00064874779296180849 -0.00030704558413530202 -0.0013003710702239068 0.00069091261848198071 -0.00035337436852070613 0.0010018845333929626 0.00015235195896263421 0.0005492444495037599
leaf_weight=0.0010280244385053863 0.0011795875841720529 0.001076287134178777 0.001745204945355682 0.001019387552848596 0.0019145459518014737 0.0011543320827731357 0.0012639702271049691 0.0019024948979456946 0.0010078282247107722 0.0010607962834438536 0.001110967625176199 0.0015231985400514592 0.0013807042518868551 0.0010286647893588694 0.0010787952633330442 0.0013569076996672869 0.0014720805424550676 0.0010525025551229019 0.0018186275769253094 0.001014635510969919
leaf_count=578 126 312 264 161 290 250 259 216 340 185 37 177 160 55 164 62 43 45 134 52
internal_value=0 3.07778e-05 6.58291e-05 0.000103103 6.88248e-05 2.15541e-05 -1.96613e-05 3.80124e-05 8.74215e-05 0.000133662 0.000180751 0.000330978 0.000185324 2.27217e-05 -5.01202e-05 -0.000252195 0.000147512 0.000260452 0.000463775 0.000797192
internal_weight=0 0.02601 0.0249819 0.0239056 0.0228863 0.0211411 0.0199867 0.0180722 0.0168082 0.0158004 0.0147396 0.0089293 0.0068037 0.0052805 0.00581028 0.00390778 0.00282899 0.00389979 0.00287113 0.0021256
internal_count=3910 3784 3206 2894 2733 2469 2219 1929 1670 1330 1145 660 571 394 485 269 105 234 179 89
is_linear=0
shrinkage=0.00160853


Tree=2076
num_leaves=16
num_cat=0
split_feature=124 4 158 0 4 14 47 43 15 15 3 16 52 4 1
split_gain=7.98824e-05 0.0001216 0.000105746 0.000149228 9.57463e-05 0.000111389 0.000148872 0.000172447 0.000156095 0.000177936 0.000181877 0.000123115 0.000123124 8.99576e-05 2.921e-05
threshold=0.08919500000000001 -0.49837999999999999 0.085745000000000002 0.047345000000000005 -0.08422499999999998 -0.13131999999999996 0.11603500000000001 -0.15109999999999998 -0.11399999999999998 -0.095799999999999982 0.094625000000000015 -0.083564999999999987 -0.088779999999999984 -0.0025899999999999994 0.10752500000000002
decision_type=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 -10 11 13 -13 -11 -12
right_child=-2 2 -4 -5 5 6 -8 8 9 10 14 12 -14 -15 -16
leaf_value=-0.0021325839251268635 0.0016910619179164536 -0.0014975712606120138 -0.0019217460583462152 0.0021596740252277126 -0.0015775900465438448 0.0029146331045098615 -0.001989491153193669 0.002365733029266803 -0.0022674691692008142 0.0018547001341520256 0.002717891521356547 8.5679601671675661e-05 -0.002878984446963646 -0.00069444624379765777 0.0011859345623105055
leaf_weight=0.0011574440493003412 0.001031514836712647 0.0016515358965429059 0.0010833973321749497 0.0013560016294061209 0.0013752621891340413 0.0011390463952750266 0.0010106393500618214 0.0012595220636195262 0.0012411720240294143 0.0012504934174346338 0.0010162238758941733 0.0011443410474223179 0.0011339693501882641 0.0010235883324976516 0.0010079933095123728
leaf_count=173 76 470 393 137 139 113 119 275 147 332 58 312 914 176 76
internal_value=0 -0.000133938 4.64036e-06 0.000138341 -5.39537e-05 0.000135234 0.000345048 0.000575989 0.000282529 -5.30955e-05 0.000364813 -0.000342275 -0.0013899 0.000707302 0.00195503
internal_weight=0 0.0178506 0.0166932 0.0156098 0.0142538 0.0126023 0.011227 0.0102163 0.0090773 0.00781778 0.00657661 0.00455239 0.00227831 0.00227408 0.00202422
internal_count=3910 3834 3661 3268 3131 2661 2522 2403 2290 2015 1868 1734 1226 508 134
is_linear=0
shrinkage=0.00637641


Tree=2077
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 43 13 453 2 16 2 2 4 0 13 4 43 15 150 4 3 3 52 3
split_gain=0.000403333 0.000377287 0.000328604 0.00029879 0.00031554 0.000372411 0.000301196 0.000299397 0.000260715 0.000254129 0.000315074 0.000203079 0.000349702 0.000396756 0.000191244 0.000191196 0.000286413 0.000250183 0.000269151 0.000191155 0.000158566 7.87758e-05 7.3068e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.25671000000000005 -0.091229999999999992 1.0000000180025095e-35 0.11578500000000001 -0.48509999999999992 0.11203000000000002 0.106035 -0.37626499999999991 -0.017269999999999997 0.16421000000000002 -0.029114999999999999 -0.091114999999999988 0.084050000000000014 0.086025000000000018 -0.0017649999999999999 0.12566000000000002 0.097615000000000021 -0.082554999999999976 -0.00088499999999999983
decision_type=2 2 2 2 2 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 9 -4 10 11 -7 13 15 20 -13 17 18 21 -9 -10 -17 -20
right_child=-2 2 3 -5 -6 6 -8 19 14 -11 -12 12 -14 -15 -16 16 -18 -19 22 -21 -22 -23 -24
leaf_value=-0.0007615147274359816 -0.00081039118492288586 -0.00069441206274012195 0.0011153014096539899 -0.00055547974468797264 -0.00060660061892281632 -0.0005303314557462027 -0.00062849642155728559 0.00081535180807383947 0.00023542653897963098 -0.00059730352335588845 0.00078111137112875752 0.00064403600471680752 0.00084965017778984076 -0.00064772852718441274 2.2171354511452063e-06 0.0004006136977913648 -0.00063449754071239232 -0.00033866349283014047 -0.00024309107566407537 5.9411752318520155e-05 0.00098079856177084312 0.00093734894566806519 0.00025945864112807295
leaf_weight=0.0010994803736804953 0.0011318867304576366 0.0010453599578937904 0.0010108536173745186 0.0012768405001519758 0.0010572271563349242 0.0011414808496827212 0.0010999967054887696 0.0016835836054216033 0.0010715965378401693 0.0011130313661512356 0.0011229447127590894 0.001128046792428521 0.0010043304895162629 0.0015083128899891782 0.0017898605078079033 0.0010004218293101748 0.0010260030541280885 0.0014528710733404671 0.0011926813935948244 0.001007917670008851 0.0010801112421887638 0.0010629884829076106 0.0010045597403650396
leaf_count=578 126 312 84 123 181 115 75 257 59 62 101 189 87 96 187 154 430 161 194 44 41 200 54
internal_value=0 2.61373e-05 5.95985e-05 9.13356e-05 0.000126392 0.000160831 6.70074e-05 0.000113517 0.0004933 3.1595e-05 8.69531e-05 1.92981e-05 7.97391e-05 -2.73254e-06 0.000333781 0.000120921 3.33636e-05 0.000153294 0.000321051 0.000532266 0.000609587 0.000677119 -1.33297e-05
internal_weight=0 0.0269805 0.025881 0.0248357 0.0235588 0.0225016 0.0175492 0.0164492 0.00495242 0.0137577 0.0126446 0.0115217 0.0103802 0.00937589 0.00394157 0.00786757 0.00673953 0.00571352 0.00426065 0.0026915 0.00215171 0.00206341 0.00219724
internal_count=3910 3784 3206 2894 2771 2590 2219 2144 371 1843 1781 1680 1565 1478 287 1382 1193 763 602 301 100 354 248
is_linear=0
shrinkage=0.00137286


Tree=2078
num_leaves=14
num_cat=0
split_feature=403 11 3 457 16 1 49 0 15 0 0 43 43
split_gain=7.45153e-05 9.24886e-05 8.14429e-05 8.04485e-05 8.94683e-05 6.78602e-05 0.000118621 0.000330415 0.0002726 0.000110433 0.000284555 8.67616e-05 0.000199968
threshold=0.088015000000000024 0.077330000000000024 -0.12008499999999998 -0.067474999999999993 -0.50388999999999984 0.094485000000000013 -0.045004999999999996 -0.11756999999999999 -0.09547499999999999 -0.22384499999999996 -0.089879999999999974 0.0016850000000000001 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 9 -7 -8 -9 -6 -11 12 -12
right_child=-2 -3 3 4 5 6 7 8 -10 10 11 -13 -14
leaf_value=0.0016458324990046105 -0.0017555293586395974 -0.0013973619288712444 -0.0016071591380483769 0.0019794598243398796 0.0013005437978030744 0.0022656686220154957 -0.0020515437469199966 0.0040530319719163871 -7.7156181015760599e-05 -0.0035143228914079035 0.00096752105997089494 0.001619493507758363 -0.0025911359209238294
leaf_weight=0.0015248676505009761 0.001004156763814437 0.001658537162879988 0.001121919690642406 0.001104164987038715 0.0012555607311082176 0.0013158591300545947 0.001895385682845618 0.0010676418716592008 0.0018427326831996771 0.0012729920743249764 0.0015418711482203936 0.0010598981949496433 0.0011784540809853276
leaf_count=138 343 272 274 169 61 168 108 195 274 369 351 280 908
internal_value=0 6.53845e-05 0.000215311 6.64793e-05 0.000205212 4.76095e-05 0.000535454 6.17055e-05 0.00143796 -0.000425762 -0.000854693 4.09384e-05 -0.000574101
internal_weight=0 0.0178399 0.0161813 0.0146565 0.0135346 0.0124304 0.00612162 0.00480576 0.00291037 0.00630878 0.00505322 0.00378022 0.00272033
internal_count=3910 3567 3295 3157 2883 2714 745 577 469 1969 1908 1539 1259
is_linear=0
shrinkage=0.00650394


Tree=2079
num_leaves=21
num_cat=0
split_feature=1213 1456 14 11 1374 124 4 13 16 4 132 457 52 3 3 16 43 2 52 52
split_gain=0.000376101 0.000330822 0.000273866 0.000222946 0.000193757 0.000201334 0.00024239 0.000242665 0.000256516 0.000250758 0.000222919 0.00023143 0.00023234 0.000220747 0.000455037 0.000389979 0.00016585 0.000161581 0.000135546 6.881e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.088294999999999985 0.10385500000000002 -0.49837999999999999 -0.089899999999999994 -0.49914499999999995 -0.029114999999999999 0.079995000000000011 0.082870000000000013 0.067395000000000024 0.090325000000000003 -0.075679999999999983 -0.23935499999999996 -0.074254999999999988 0.079395000000000007 0.18936500000000003 -0.060039999999999989
decision_type=2 2 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 -10 11 12 13 14 15 -9 -16 -18 -14 -15
right_child=1 2 -4 -5 5 -7 7 10 9 -11 -12 -13 18 19 16 -17 17 -19 -20 -21
leaf_value=-0.00091465961997507666 -0.00081213055196622012 -0.00049334194582936134 -0.00072247599121897342 -0.00053316395443003264 -0.00046396135606855044 0.00075027870870011905 0.0011290867956486412 5.8903222723230052e-05 0.00068338716085787165 -0.0001045358572985637 0.00066584347151752332 0.00049809301838088732 0.00053821503306478397 -0.00036713498875943671 0.00076960808800007432 -0.0012513916924329711 -0.00037147244359461685 0.00045563584939405403 -0.00012799235483823725 -0.00091936740380521391
leaf_weight=0.0010366347388843988 0.0010599572123901535 0.0011169314594186011 0.0010033125928453337 0.00126252566912921 0.0015200923665060094 0.0012271537685049618 0.0010322052208549537 0.0010066640819273946 0.0017902889971231906 0.0019266622720589604 0.0012716717004048689 0.0018151684041425595 0.0017618493864652585 0.0010087820176707396 0.00108542754145469 0.0010836282421031462 0.0010804454303668023 0.0010901987409630449 0.0011660153590780653 0.001066407254427304
leaf_count=592 332 69 97 123 128 47 83 42 101 235 212 162 380 38 130 633 76 149 227 54
internal_value=0 1.67945e-05 5.2929e-05 8.6301e-05 0.000121771 0.000154592 0.000117496 0.000166099 0.000460609 0.000274971 6.2002e-05 -1.1229e-06 -8.86796e-05 -0.000231326 -6.84607e-05 -0.000620367 0.000285845 4.39399e-05 0.000272899 -0.000650919
internal_weight=0 0.0253754 0.0243154 0.0233121 0.0220496 0.0209327 0.0197055 0.0181854 0.00474916 0.00371695 0.0134363 0.0121646 0.0103494 0.00742155 0.00534636 0.00209029 0.00325607 0.00217064 0.00292786 0.00207519
internal_count=3910 3318 2986 2889 2766 2697 2650 2522 419 336 2103 1891 1729 1122 1030 675 355 225 607 92
is_linear=0
shrinkage=0.00151575


Tree=2080
num_leaves=24
num_cat=0
split_feature=14 1213 1374 1456 11 1 403 150 3 0 1 3 1 1 47 151 0 42 42 133 43 47 4
split_gain=0.000486057 0.000430077 0.000394785 0.000384439 0.000304466 0.000242589 0.000386081 0.000362424 0.000271849 0.000524218 0.000454984 0.000376409 0.00035869 0.000258809 0.000301472 0.000251316 0.000220759 0.000235546 0.000237551 0.000210912 0.000208481 0.000156424 0.000112442
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.03138500000000001 0.083205000000000015 0.090325000000000003 -0.13027499999999997 0.095155000000000017 0.16699000000000003 0.11198000000000001 0.13026000000000001 0.09252500000000001 -0.016164999999999995 -0.084074999999999997 0.091955000000000023 -1.0000000180025095e-35 0.08653000000000001 -0.083899999999999988 0.10933000000000002 -0.34687499999999999
decision_type=2 2 2 2 2 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 16 7 8 9 -7 -11 12 -10 14 -12 -9 19 18 -18 -5 -20 -14 -22
right_child=-2 2 3 4 -6 6 -8 15 11 10 13 -13 21 -15 -16 -17 17 -19 20 -21 22 -23 -24
leaf_value=-0.00095049640387528814 -0.001049688192620203 -0.00091368270363661476 -0.00083197027195002426 -0.00095106278636037669 -0.00059223698318387958 0.0012760155973778285 0.0012345572955597694 0.0012506063235054373 -0.001083055228126853 -0.00080267438879858802 0.00057045343424149797 0.00063555393821594229 0.00031752050275725186 0.0010559329988488514 -0.00043965976434422611 0.00022192367264811468 -0.00030344302052654246 -0.00057096470172563211 0.0010256465703441758 6.0779162389137654e-05 -9.4666019347383387e-05 -0.00050848509774966669 0.00058218932699328802
leaf_weight=0.0011290595191208721 0.0011396949612241794 0.0010297493010824601 0.0010920133452929455 0.001140470415567793 0.0013749080722309506 0.0012320214650515362 0.0010826896134010786 0.0013820533235535948 0.0013429983428263625 0.0011131866243643289 0.0017306106938440591 0.0011481340811401453 0.0013495883042473622 0.0010270032566960345 0.0013693836155674877 0.0011064297780390151 0.0013993719144163724 0.0010574012581831063 0.00120138592007768 0.0010006775312732877 0.0013949671539925657 0.0010583836692452664 0.0011656788290232978
leaf_count=578 126 66 312 398 123 77 71 187 92 300 193 107 35 113 91 90 283 210 73 248 24 33 80
internal_value=0 2.19858e-05 6.2957e-05 0.000101984 0.000143313 0.000186712 0.000309471 0.000237206 0.000115526 0.000331907 0.000109937 -0.000170335 -0.00041701 0.000356098 0.000124249 0.000793233 -3.27059e-05 0.000120669 0.000262362 -0.000478173 0.000472826 -4.55364e-05 0.000213458
internal_weight=0 0.0279282 0.0267991 0.0257694 0.0246773 0.0233024 0.0149425 0.0138598 0.0113713 0.00647221 0.00524018 0.0048991 0.00375097 0.004127 0.00309999 0.00248848 0.00835995 0.00621881 0.0051614 0.00214115 0.00376203 0.00240797 0.00256065
internal_count=3910 3784 3206 3140 2828 2705 1389 1318 1041 774 697 267 160 397 284 277 1316 670 460 646 177 68 104
is_linear=0
shrinkage=0.00160853


Tree=2081
num_leaves=15
num_cat=0
split_feature=2 50 15 158 15 156 457 4 48 3 52 15 3 150
split_gain=7.50766e-05 0.000116353 0.000103026 0.000125447 0.000149659 0.000125077 0.000104884 0.000165561 9.7235e-05 0.000137915 0.000161692 7.55921e-05 9.17481e-05 7.5279e-05
threshold=0.14073000000000005 0.088425000000000017 -0.24219999999999997 0.083745000000000014 -0.11739999999999999 0.084330000000000016 -0.0034949999999999994 0.22584000000000001 0.016865000000000002 -0.075679999999999983 0.071660000000000015 -0.017214999999999998 0.10666500000000002 0.088985000000000009
decision_type=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 -8 -11 -13 -10
right_child=-2 -3 3 -5 5 -7 7 -9 13 11 -12 12 -14 -15
leaf_value=0.0020450671371927032 0.0017011226155436161 -0.0019261508863116612 -0.0020890839617057912 -0.0024025410489201073 -0.0015362405013618111 -0.0016513258286231479 -0.0032511901914013628 0.0032345409802181477 0.0024096845852392798 -0.00051029422800050596 0.0001913005543870721 0.00034594469230089114 0.002888184304165411 0.0001208654409651051
leaf_weight=0.0010848440809817774 0.0010795252219452057 0.001521660243291304 0.0013533474606205473 0.0010224054060402202 0.0010454388640099297 0.0013762492165920676 0.0010727207124591135 0.0010691948888739639 0.0016478685522868797 0.0014099673640064411 0.0014959579238647096 0.0015273115852502874 0.0011316040584148368 0.0010953052645552575
leaf_count=197 228 642 221 339 111 408 434 113 189 110 617 234 22 45
internal_value=0 -0.000136519 3.022e-05 -0.000113136 5.14132e-05 0.000276469 0.000507269 0.000711707 0.00042416 -1.87257e-05 -0.00124634 0.000756264 0.00142789 0.0014958
internal_weight=0 0.0178539 0.0163322 0.0152474 0.014225 0.0128716 0.0114954 0.0104499 0.00938074 0.00663756 0.00256868 0.00406888 0.00265892 0.00274317
internal_count=3910 3682 3040 2843 2504 2283 1875 1764 1651 1417 1051 366 256 234
is_linear=0
shrinkage=0.0067667


Tree=2082
num_leaves=16
num_cat=0
split_feature=43 42 40 484 133 3 160 4 47 0 1 2 3 3 0
split_gain=8.22431e-05 0.000152562 0.000209699 0.000132493 0.000123229 0.000154274 0.000134106 0.000114345 0.000133452 0.00014724 0.000145725 0.000140167 0.000221761 5.77578e-05 1.69581e-05
threshold=0.19761500000000001 -0.10770999999999999 -0.018084999999999997 -0.0043499999999999988 0.093130000000000004 -0.15464999999999998 0.093550000000000008 -0.23071499999999998 0.086425000000000016 -0.070894999999999986 0.11198000000000001 0.097360000000000016 -0.078884999999999997 -0.073124999999999982 -0.19631499999999999
decision_type=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 9 10 11 12 -9 -10 -14
right_child=-2 2 3 4 -6 6 -8 8 13 -11 -12 -13 14 -15 -16
leaf_value=-0.0022795464136733299 -0.0019145081499695553 0.0025550982121627049 -0.0023724857164057729 0.0027768365342820604 -0.0020946037944337709 -0.0017222118767290875 -0.0021004589244055074 -0.0010983622620761831 0.00042855501594375343 0.0032284330660379682 0.002832123517344754 -0.0018898420946502042 0.0028249680462214596 -0.0017097502797613761 0.0016150080866894415
leaf_weight=0.0011742029719310791 0.0010023961091386166 0.0016224615622247784 0.0010101776147257721 0.0010926693816486815 0.0010239533544910322 0.0010920537979155478 0.0011273545040409024 0.0016474168401853628 0.0010017673610188613 0.0011819328230506278 0.0011125488385242965 0.0012013482322773272 0.0010443966154447537 0.0013685781604046987 0.0010776484314832524
leaf_count=224 252 345 548 178 507 118 119 782 121 181 122 114 46 83 170
internal_value=0 7.76204e-05 0.000244312 -5.93537e-06 0.000165171 0.000343882 0.000119639 0.000352945 0.000588132 0.00104299 0.000618384 0.000122913 0.00076439 -0.000806049 0.00221051
internal_weight=0 0.0177785 0.0166043 0.0149818 0.0139717 0.0129477 0.011855 0.0107277 0.00963564 0.00726529 0.00608336 0.00497081 0.00376946 0.00237035 0.00212205
internal_count=3910 3658 3434 3089 2541 2034 1856 1737 1619 1415 1234 1112 998 204 216
is_linear=0
shrinkage=0.0067667


Tree=2083
num_leaves=14
num_cat=0
split_feature=1 13 43 16 16 2 12 0 2 3 15 1 15
split_gain=7.18689e-05 0.000101164 0.000156288 0.000143105 0.000161114 0.000120536 0.000113856 0.000121932 0.000151543 0.000187002 0.000168398 9.67531e-05 5.64108e-05
threshold=0.12730000000000002 0.17936000000000002 -0.15648499999999999 0.070590000000000014 0.0046950000000000004 0.099015000000000006 0.088375000000000023 -0.084304999999999977 0.086915000000000006 0.088060000000000013 -0.095799999999999982 0.099595000000000017 -0.053579999999999996
decision_type=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 -11 -8 -2
right_child=12 -3 3 5 -6 -7 11 -9 9 10 -12 -13 -14
leaf_value=0.0025218277947470381 0.0022765271488443097 -0.0020857860807498058 -0.0018759310203906867 -0.0036474605243229895 0.0026357131260640182 -0.00050799057187577747 -0.0031871576684829941 0.001965185501639675 0.0025172593267132775 -0.0024677925470704327 0.0012365181626813335 -0.00011997181012223138 0.00010731522631325078
leaf_weight=0.0011412330512997606 0.0011483079913770424 0.0013480122972636113 0.0019812418505271495 0.0010409046712502859 0.0011694968053467683 0.0015998099582316093 0.0010628671311384563 0.0016309074484065081 0.001541443254289919 0.0012931341048709744 0.0012392758367003598 0.0010584270859068379 0.001339022720763001
leaf_count=114 253 178 545 296 237 293 900 355 373 69 101 104 92
internal_value=0 -0.000202728 -3.07362e-05 -0.000244657 0.000116403 -0.00174549 -0.000184019 0.000222453 -0.000246942 0.000545285 -0.000655028 -0.00165677 0.00110876
internal_weight=0 0.0161068 0.0147587 0.0136175 0.0109768 0.00264071 0.0098073 0.007686 0.0060551 0.00407385 0.00253241 0.00212129 0.00248733
internal_count=3910 3565 3387 3273 2684 589 2447 1443 1088 543 170 1004 345
is_linear=0
shrinkage=0.00718087


Tree=2084
num_leaves=24
num_cat=0
split_feature=14 52 157 1 1374 453 38 12 403 160 160 403 43 43 160 43 2 4 0 0 13 49 1
split_gain=0.000622364 0.000417693 0.000388811 0.000325402 0.000324507 0.000322141 0.000417697 0.000337701 0.000334154 0.000445767 0.000419336 0.000341528 0.000216803 0.000359395 0.000404018 0.000317417 0.000380633 0.000218601 0.000152932 0.000146492 0.000116582 9.49149e-05 0.000206329
threshold=0.077685000000000018 -0.42985499999999993 -0.073574999999999988 0.090540000000000023 -0.095439999999999983 1.0000000180025095e-35 1.0000000180025095e-35 0.11655500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.081299999999999983 0.087440000000000004 -0.15109999999999998 -0.089949999999999988 0.091575000000000017 -0.072649999999999978 1.0000000180025095e-35 -0.23071499999999998 -0.035699999999999989 -0.053834999999999994 -1.0000000180025095e-35 -0.05504499999999999 0.076710000000000014
decision_type=2 2 2 2 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 -6 10 18 12 19 -14 15 -15 20 -18 -10 -11 -17 -19 -23
right_child=-2 2 4 -5 5 -7 -8 -9 9 11 -12 -13 13 14 -16 16 17 21 -20 -21 -22 22 -24
leaf_value=-0.00093593572058793789 -0.0011272571949701915 0.0001115896312774829 -0.00085143792309303585 0.0012387607719069175 -0.00070924479669257209 -0.00073296565562549923 -0.00084980535898329364 -0.00057947193955370873 -0.00024127332043058749 0.0012868161601254978 -0.001150361517360044 -0.00047487073422653673 -0.00056865724017726282 0.0011623325746998121 -0.00034078368295598641 -0.00054548988985408486 2.3658521828245338e-05 0.00045177447372897895 0.0005626827693273785 0.00050120260010614811 0.00019712825662228427 0.00046338662129778079 0.0013479337739302842
leaf_weight=0.0011347563499407151 0.0012754667679525369 0.001400981747388382 0.0011122922388864245 0.0012574436327871252 0.0010165109083304221 0.001328151740834115 0.001180570699660737 0.0015958233148741776 0.0015745537468897439 0.0011228103496305764 0.0010127359791595103 0.0011826022730158795 0.0010410459327605858 0.0017633749245771178 0.0015426197276184337 0.0010533977042955778 0.0011664978482830391 0.0012898831991066144 0.0010016383005169091 0.001355505158958434 0.0011376976116446239 0.0011706412934030259 0.0016355832939829243
leaf_count=345 126 260 34 129 822 81 79 153 382 39 189 255 102 173 139 106 40 53 45 32 52 157 117
internal_value=0 2.07326e-05 5.95835e-05 0.000644745 -1.94203e-06 3.71487e-05 8.19242e-05 0.000132701 0.000189336 0.000237283 -0.000273426 0.000355828 0.000424627 0.000333796 0.000421112 0.000548627 0.000403438 0.000637983 7.13094e-05 0.000857128 -0.000159895 0.000812931 0.000978937
internal_weight=0 0.0290771 0.0279424 0.00265843 0.0252839 0.0241716 0.0228435 0.0216629 0.0200671 0.0190506 0.00358893 0.0154617 0.0142791 0.0118007 0.0107597 0.00921708 0.0074537 0.00526261 0.00257619 0.00247832 0.0021911 0.00409611 0.00280622
internal_count=3910 3784 3439 389 3050 3016 2935 2856 2703 1881 616 1265 1010 939 837 698 525 367 427 71 158 327 274
is_linear=0
shrinkage=0.00160853


Tree=2085
num_leaves=22
num_cat=0
split_feature=14 1213 1374 1456 11 3 13 52 453 0 39 15 4 4 1 48 49 16 0 2 42
split_gain=0.000568175 0.000400986 0.000364441 0.000349577 0.000249602 0.000294602 0.000228809 0.000360111 0.000287997 0.000299159 0.000235688 0.000355925 0.000307163 0.000344522 0.000326696 0.000194723 0.000379109 0.00018189 0.000348343 0.00016731 0.00010204
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 0.10062000000000001 1.0000000180025095e-35 -0.23029999999999998 0.005105000000000001 -0.017214999999999998 -0.23071499999999998 -0.084009999999999987 0.12730000000000002 0.084670000000000009 -1.0000000180025095e-35 -0.089559999999999987 -0.10131499999999999 0.097940000000000013 0.08110500000000001
decision_type=2 2 2 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 19 9 -8 12 -12 -11 -14 15 16 -15 -18 -19 20 -7
right_child=-2 2 3 4 -6 6 8 -9 -10 10 11 -13 13 14 -16 -17 17 18 -20 -21 -22
leaf_value=-0.00099124768605709439 -0.0011488752059818923 -0.00091045801881918487 -0.0008192288906882073 0.00080955943068375337 -0.00058892030266586431 -1.3925061023155431e-05 0.00073604248194440204 -0.00034344627067476002 -0.00079386748239182263 -0.00096279173814003657 -0.00012074851173649884 0.0011808577867372457 0.00079206564048865636 -0.0013626619955066279 0.00073001226438524421 0.00026297352694076842 0.00023693165559421716 0.00012241174557957988 -0.001107695728786114 0.0010289219243192127 0.00072314995405976844
leaf_weight=0.001060966390019783 0.0012240719239077205 0.0010429635480608814 0.0011080050656441407 0.0019215606682396703 0.0012378679359139602 0.0010800355932579732 0.0017312411405758727 0.001297985988331779 0.0011289276921073741 0.0010808031651568907 0.001304897452110907 0.0010715322512899203 0.0012614300760897786 0.0010051430152739505 0.0010160324818450639 0.0014007050794719381 0.0015480007767480876 0.0012977001841860654 0.0012813223777377305 0.001911618655960623 0.0010254666378257532
leaf_count=578 126 66 312 141 123 49 77 96 75 108 266 51 206 195 46 192 192 36 737 148 90
internal_value=0 1.70191e-05 5.8557e-05 9.94569e-05 0.000142584 0.000183073 0.000124186 0.000422879 1.92402e-05 8.48129e-05 -7.09081e-06 0.000466146 -0.00012079 -1.74978e-05 -0.000152777 -0.000290074 -0.000441015 -0.000216546 -0.000488736 0.000670488 0.000345061
internal_weight=0 0.0268142 0.0257532 0.0247103 0.0236023 0.0223644 0.0204428 0.00531511 0.0151277 0.0139988 0.0122676 0.00237643 0.00989114 0.00881033 0.0075489 0.00653287 0.00513217 0.00412702 0.00257902 0.00401712 0.0021055
internal_count=3910 3784 3206 3140 2828 2705 2564 383 2181 2106 2029 317 1712 1604 1398 1352 1160 965 773 287 139
is_linear=0
shrinkage=0.00167351


Tree=2086
num_leaves=22
num_cat=0
split_feature=14 1213 1456 11 3 13 52 453 124 0 0 49 3 15 42 1 16 133 47 52 2
split_gain=0.00043993 0.000389307 0.00024876 0.000225001 0.000268937 0.000215212 0.000253824 0.000232771 0.000222462 0.000183791 0.000369888 0.000208648 0.000197924 0.000283724 0.00027409 0.000182422 0.000172737 0.000172629 0.000158298 9.1693e-05 7.14584e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.083514999999999992 0.10062000000000001 1.0000000180025095e-35 -0.061329999999999989 -0.053834999999999994 -0.017269999999999997 -0.069934999999999983 -0.075679999999999983 -0.095799999999999982 -0.016759999999999994 0.08844500000000001 0.0015250000000000001 0.086895000000000014 0.082465000000000024 -0.076599999999999988 0.10510500000000002
decision_type=2 2 2 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 15 8 -7 11 -11 19 14 20 -13 17 -15 -6 -17 -10 -14
right_child=-2 2 3 -5 5 7 -8 -9 9 10 -12 12 13 16 -16 18 -18 -19 -20 -21 -22
leaf_value=-0.00088977825997598695 -0.00098648764273345985 -0.00068835997437234468 0.00068547848746337283 -0.00056319886617065343 -0.00013137879960753616 0.00069274104641405996 -0.00024934293685404389 -0.0007451897721944457 -2.0741505988479306e-05 -0.000945265543526097 0.00023385147953362777 0.00036858459910243295 -0.00035875287384044407 0.00038698000163152899 -0.00074210427115641844 0.0011989629772403572 0.0011625792914735078 0.00067762848574871284 0.00036555884832481538 -0.00065581120492344091 0.00017932395029241757
leaf_weight=0.0010763985200682369 0.0010806130026836383 0.0010179458458266432 0.0018868066765833037 0.0011894375747782951 0.0014956974952531578 0.0010971849450885857 0.0014567376514934005 0.0010066554610226328 0.0010231311163546586 0.001381436806248651 0.0011784023011439633 0.0010111356397823432 0.0010490082140192231 0.0019816510925214506 0.0011186305129385959 0.0011849691030309667 0.0010501076214911309 0.0010898732062715882 0.0010083647569210409 0.001159086610943284 0.0013481485729245624
leaf_count=578 126 312 141 123 234 176 162 58 48 131 120 374 71 220 431 202 86 133 48 55 81
internal_value=0 2.04223e-05 6.00327e-05 9.21548e-05 0.000126758 7.56828e-05 0.000315629 -2.81882e-05 2.56838e-05 -3.38154e-05 -0.000402468 6.30638e-05 0.000184644 0.000341341 -0.00021479 0.000487848 0.000655624 0.000209635 0.000815813 -0.000358059 -5.61413e-05
internal_weight=0 0.0258108 0.0247344 0.0237165 0.022527 0.0206402 0.00623564 0.0144046 0.0133979 0.0123007 0.00255984 0.0097409 0.00755868 0.00542892 0.00212977 0.0047789 0.00303176 0.00258557 0.00219333 0.00218222 0.00239716
internal_count=3910 3784 3206 2894 2771 2630 779 1851 1793 1617 251 1366 1263 458 805 617 306 367 250 103 152
is_linear=0
shrinkage=0.00154607


Tree=2087
num_leaves=14
num_cat=0
split_feature=403 52 52 50 159 151 52 4 0 47 42 15 1
split_gain=7.16308e-05 7.83778e-05 0.000106516 0.000105787 0.000118549 0.000128147 0.000116526 0.000187367 0.000292763 0.000133101 0.000256398 0.000145976 0.000132315
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.108275 0.10119500000000002 -0.026594999999999997 -0.084019999999999984 0.10599500000000002 -0.23071499999999998 -0.077944999999999987 0.09252500000000001 0.08110500000000001 0.024640000000000006 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 9 10 11 12 -9
right_child=1 2 3 -5 5 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.001954877358641235 -0.0013629209282290712 0.0024546597707202481 0.0024554721691107469 -0.0022773009296844751 -0.0020548374368346447 -0.0021853885335403858 -0.0018800828119525329 -0.00055812448169906433 0.0043069603848825497 -0.0018489779771632662 0.0037602691434896131 -0.0022202370289305688 0.0025557075199507738
leaf_weight=0.0010613307054982068 0.0019399150362721862 0.0011877968435015851 0.0012924457425740566 0.0010263394340925521 0.0015039027183424989 0.001222319137200392 0.0012398361908210189 0.0017471912659764392 0.0013170372102258455 0.0012622291122902762 0.0013722006167033052 0.0012464455303612121 0.0014502025106148102
leaf_count=930 415 253 272 340 255 62 211 166 287 97 314 171 137
internal_value=0 8.29763e-05 0.000259743 8.21479e-05 0.000259505 2.99047e-05 0.000318669 0.000602117 0.00100797 0.000394129 0.00088094 -8.1599e-06 0.000854178
internal_weight=0 0.0178079 0.0158679 0.0146801 0.0136538 0.0123614 0.0108575 0.00961763 0.00839531 0.00707827 0.00581604 0.00444384 0.00319739
internal_count=3910 2980 2565 2312 1972 1700 1445 1234 1172 885 788 474 303
is_linear=0
shrinkage=0.0076204


Tree=2088
num_leaves=21
num_cat=0
split_feature=14 1213 1374 1456 11 1 403 150 4 12 3 0 1 1 2 0 151 47 47 13
split_gain=0.000413114 0.0003181 0.000283664 0.000290371 0.00026747 0.000234936 0.000375689 0.000341004 0.000313168 0.000293316 0.000291877 0.00054827 0.000391811 0.000336836 0.000290445 0.00033281 0.000242925 0.000174815 0.000144572 0.000135026
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.03138500000000001 0.083205000000000015 -0.083329999999999987 0.085185000000000025 0.090325000000000003 -0.13027499999999997 0.11198000000000001 0.10113500000000002 0.106285 0.14676000000000003 -0.016164999999999995 0.084155000000000021 0.087850000000000025 -0.083514999999999992
decision_type=2 2 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 10 14 -10 11 -7 -12 -13 15 -5 -9 -14 -15 -11
right_child=-2 2 3 4 -6 6 -8 16 9 19 12 13 17 18 -16 -17 -18 -19 -20 -21
leaf_value=-0.00075458139812659413 -0.00088748171551764575 -0.00070035339801439436 -0.00066697099496588661 0.00040182761506487777 -0.00054205297469537596 0.0011882643867278414 0.001131527885008823 0.0011486718504427303 -0.00098320039904377333 0.00025321010368058367 -0.00081046266595495814 -0.00042835239889160855 0.00047310237393051463 0.00076291261790682773 0.00082502221240620766 -0.00064938705980906869 0.00018828015908240817 -0.00021375585908019 0.00011347438880585419 -0.00041794868386803253
leaf_weight=0.001075934399899065 0.0011088530102164864 0.0010124688696349074 0.0010359703011171865 0.0015502474351853091 0.0012182358509118521 0.0012001284831144772 0.0010026749846596692 0.001248921438959355 0.0010984144747551499 0.00127232400190401 0.0014387804791393677 0.0017211416411554471 0.0014743474275955432 0.0012333267762190785 0.0012325006317537301 0.0010878034322457132 0.0010119984242257527 0.0016858087994053861 0.0017741120108530455 0.0012726301048243162
leaf_count=578 126 66 312 205 123 77 71 187 261 179 106 367 97 226 23 27 90 64 104 621
internal_value=0 2.07907e-05 5.47421e-05 8.71925e-05 0.00012188 0.000159844 0.00027277 0.00020544 -4.74217e-05 -0.000353983 9.51912e-05 0.000308845 -0.00018024 8.56455e-05 0.000241146 -3.1642e-05 0.000718796 0.000106693 0.000379804 -8.24097e-05
internal_weight=0 0.0256478 0.0245718 0.0235594 0.0225234 0.0213052 0.0137912 0.0127886 0.00751392 0.00364337 0.0105276 0.00592871 0.00459894 0.00472858 0.00387055 0.00263805 0.00226092 0.00316016 0.00300744 0.00254495
internal_count=3910 3784 3206 3140 2828 2705 1389 1318 1316 1061 1041 774 267 697 255 232 277 161 330 800
is_linear=0
shrinkage=0.00145689


Tree=2089
num_leaves=22
num_cat=0
split_feature=14 1213 1374 1456 11 3 12 2 453 0 159 159 150 4 12 13 1 2 2 12 48
split_gain=0.000410341 0.000339136 0.000305063 0.000323806 0.00026887 0.000273848 0.000207344 0.000188484 0.000187761 0.000199239 0.000186892 0.000246033 0.000271554 0.000268374 0.000323757 0.000182493 0.000262274 0.000226092 0.000122471 0.000118717 0.000156833
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 0.11655500000000001 0.10836000000000003 1.0000000180025095e-35 -0.230625 0.10519500000000001 0.073745000000000019 0.08882000000000001 0.24280000000000004 -0.036459999999999992 -0.074599999999999986 0.12485500000000001 0.088975000000000012 0.085155000000000022 0.093225000000000016 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
left_child=1 -1 -3 -4 5 7 8 -5 9 -7 11 12 13 14 -11 19 17 18 -17 20 -16
right_child=-2 2 3 4 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=-0.00088061907211982749 -0.0010146410233829071 -0.00076731108359352415 -0.00079204134676159801 0.00024673169019040481 -0.00059426725502880471 0.00080715126254867484 -0.00052432067508445675 0.0012416965334397876 -0.00044722961472580108 -0.00050588997149008524 -0.00051632740245174404 0.00085451085851163087 -0.00063503786014965026 0.00080411790327207652 0.00037384494048094884 -0.00011997540826467363 0.00064392399258439816 -0.00063862505168370417 0.00057210139153848402 8.6649590168229096e-05 0.0012262002866301935
leaf_weight=0.0010594236776317175 0.0010526366639376774 0.0011305639442040763 0.0010403808898528334 0.0010019275766869852 0.001261530314360825 0.0013930436590410189 0.0012364228956027864 0.0010492647101264518 0.0012468901026951853 0.0018876094898677637 0.0010281495255388259 0.0014301928565445534 0.0011193849648222657 0.0017545699166939968 0.0013316020422922906 0.0018846545285825921 0.0015771053672892776 0.0015602401263875403 0.0010843149841683192 0.0010679896845169901 0.0010310385135746947
leaf_count=578 126 66 312 96 123 70 121 45 87 162 190 221 176 170 347 319 31 366 141 93 70
internal_value=0 2.93902e-05 6.63045e-05 0.000104023 0.000142955 0.000183953 0.000127115 0.000755695 0.00016864 0.00021095 0.000161386 0.000205687 0.000140789 0.000206685 0.000114932 0.000237809 6.76928e-05 -0.000132955 0.000132782 0.000540604 0.000745806
internal_weight=0 0.0271763 0.0261169 0.0249863 0.0239459 0.0226844 0.0206332 0.00205119 0.0193968 0.0181499 0.0167569 0.0157287 0.0142985 0.0131791 0.0114246 0.00953695 0.00610632 0.00452921 0.00296897 0.00343063 0.00236264
internal_count=3910 3784 3206 3140 2828 2705 2564 141 2443 2356 2286 2096 1875 1699 1529 1367 857 826 460 510 417
is_linear=0
shrinkage=0.0016407


Tree=2090
num_leaves=14
num_cat=0
split_feature=4 150 1 12 47 1 3 47 160 1 133 133 52
split_gain=6.65328e-05 0.000135023 0.000127389 0.00010516 0.000121046 0.000250604 0.000305229 0.000160556 0.000128498 0.00016174 0.00011031 0.000108448 0.00010403
threshold=0.24280000000000004 -0.081029999999999977 0.11198000000000001 0.10595000000000002 0.12339500000000002 0.11215000000000001 0.11476000000000001 0.084695000000000006 -1.0000000180025095e-35 0.090820000000000012 -1.0000000180025095e-35 0.086975000000000011 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 -3 10 -10 12 -12
right_child=2 3 -4 -5 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=0.0024746031410454693 -0.00054755480975458978 -0.0028654716189040925 0.0022685645178399981 -0.0028235457533275542 0.0020523030984541191 -0.0036020418082508584 0.0037424302980003424 0.0023032850276336878 -0.0020688270939382969 -0.0030598983405623822 0.00026588695835162105 -0.0012626096148173698 0.0031684600433769623
leaf_weight=0.001014910867596642 0.0019175395542005069 0.0016476265263331048 0.0019649360062637747 0.0010530522215837753 0.0012282248466302529 0.0013974441957581999 0.001117000931003532 0.0010499386841691044 0.0010978294391366192 0.0011681279636349823 0.001795503208233731 0.0012259509442802546 0.0012763059975744451
leaf_count=107 196 775 353 311 71 168 48 213 618 343 243 373 91
internal_value=0 -0.000263375 0.000877694 -0.000461056 -0.000269743 -0.000511936 -9.58506e-05 -0.000558785 -0.000924742 -0.000437579 0.000130145 0.000691855 0.00147188
internal_weight=0 0.0150719 0.00388248 0.014057 0.013004 0.0117757 0.0103783 0.00926128 0.00821134 0.00656372 0.00539559 0.00429776 0.00307181
internal_count=3910 3361 549 3254 2943 2872 2704 2656 2443 1668 1325 707 334
is_linear=0
shrinkage=0.00777281


Tree=2091
num_leaves=14
num_cat=0
split_feature=1 0 159 4 14 52 12 2 3 151 3 15 16
split_gain=6.54549e-05 0.000156691 0.000135766 0.000116518 0.000102063 0.000161112 0.000190565 0.000151386 0.00028427 0.000205988 0.000149709 7.61561e-05 0.000176762
threshold=1.0000000180025095e-35 -0.084074999999999997 0.073745000000000019 -0.08422499999999998 -0.13131999999999996 1.0000000180025095e-35 0.097345000000000015 0.087995000000000004 0.088060000000000013 -0.0017399999999999998 -1.0000000180025095e-35 0.024640000000000006 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 10 -9 -10 -6 12 -3
right_child=2 11 -4 4 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0028366572457771719 -0.0022012529743643552 -0.002879863912158749 0.0023818676598672396 -0.0020134350715287322 -0.0038163533768294958 0.0029456393600331013 0.0026034063932690492 0.0039716368481844356 -0.0034499487836112432 0.0013824780716490161 -0.0002296110390334261 0.0014383040134855925 0.001040379724814825
leaf_weight=0.001539849498794695 0.0013077581951421039 0.0012569209499970306 0.0016272975855073932 0.0010597822452198856 0.0012690023693599731 0.0014128428090337264 0.001459391302866514 0.001040086246249728 0.0010446880316887786 0.0010878963152633758 0.0015765539675371438 0.0015391838507387845 0.0015540705141788153
leaf_count=996 295 225 384 97 410 227 145 128 70 69 93 570 201
internal_value=0 -0.000705795 0.000283298 -2.00421e-05 0.000266634 0.000538428 8.36029e-05 -0.000527437 0.000640066 -0.00098478 -0.00182915 4.84754e-05 -0.000712538
internal_weight=0 0.00589002 0.0128853 0.011258 0.00995024 0.00889046 0.00747762 0.00601823 0.00317267 0.00213258 0.00284556 0.00435018 0.00281099
internal_count=3910 1992 1918 1534 1239 1142 915 770 267 139 503 996 426
is_linear=0
shrinkage=0.00777281


Tree=2092
num_leaves=22
num_cat=0
split_feature=14 1213 1374 1456 11 3 1 150 3 0 1 4 12 13 0 16 151 1 47 1 16
split_gain=0.000401613 0.000339548 0.000288485 0.000282864 0.000318913 0.000260114 0.000237825 0.000293153 0.000342021 0.000418757 0.000338936 0.000258075 0.000499972 0.000279304 0.00024546 0.000329079 0.00022402 0.000205911 0.000241245 0.000137213 0.000125156
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 1.0000000180025095e-35 0.075065000000000007 0.090325000000000003 -0.13027499999999997 0.11198000000000001 -0.083329999999999987 0.085185000000000025 -0.098524999999999988 -0.18087499999999998 -0.062279999999999995 -0.016164999999999995 0.12485500000000001 0.09252500000000001 0.095155000000000017 -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
left_child=1 -1 -3 -4 5 -5 11 8 9 -8 -10 20 -13 -14 -12 -16 -9 18 19 -11 -7
right_child=-2 2 3 4 -6 6 7 16 10 17 14 12 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00089259614597351664 -0.00099084489904523697 -0.00077266583889982782 -0.00074178920748146069 0.00077606239238097981 -0.000678050328279109 0.00062090841590294477 0.0013685129195566625 0.0012584031440267009 -0.00085879194320318333 -4.4437638752822148e-05 -0.00058065959909676013 -0.0013407298228909161 0.00062592834496351423 -0.00045135171508502733 0.0010758817014870448 -0.00014102809179002609 0.00021885132142176317 0.00087670711778731019 -0.00051594846049685572 0.00068221816206230092 -3.895097427378798e-05
leaf_weight=0.0010451528824672032 0.0010930181183661505 0.0010690767805883175 0.0010337689027397892 0.0018117497851809728 0.001229723579611707 0.0012897802635551958 0.0010102566876504385 0.0012515468095064819 0.0014049148657493404 0.0013682482580748547 0.0010170760834764536 0.0010964407437724175 0.0010671173817542135 0.0016489184956526163 0.0010437546236075762 0.0014012877013946934 0.0010070130453065521 0.001013407201243606 0.0013566128249098419 0.0014312182151776931 0.0019339992434562652
leaf_count=578 126 66 312 141 123 94 67 179 106 247 45 258 39 759 81 56 91 124 124 146 148
internal_value=0 2.39661e-05 6.15535e-05 9.80793e-05 0.00013521 0.000180354 0.000127296 0.000256306 0.000146188 0.00040239 -0.000179117 -0.000116657 -0.000405598 -2.80936e-05 9.66924e-05 0.000378454 0.000794903 0.000213584 5.189e-05 0.000327063 0.000225048
internal_weight=0 0.0265311 0.0254859 0.0244168 0.0233831 0.0221533 0.0203416 0.0133053 0.0110468 0.00617974 0.00486703 0.00703626 0.00381248 0.00271604 0.00346212 0.00244504 0.00225856 0.00516949 0.00415608 0.00279947 0.00322378
internal_count=3910 3784 3206 3140 2828 2705 2564 1266 996 708 288 1298 1056 798 182 137 270 641 517 393 242
is_linear=0
shrinkage=0.0016407


Tree=2093
num_leaves=16
num_cat=0
split_feature=160 1 123 13 42 133 160 16 3 1 133 0 0 12 4
split_gain=6.85177e-05 9.66684e-05 0.000117619 0.000151701 0.000147828 9.38938e-05 0.000114263 0.000124275 0.000131261 0.000140344 0.000257913 0.000308437 0.000157271 8.8451e-05 7.27019e-05
threshold=-0.217635 0.12958500000000003 1.0000000180025095e-35 0.17936000000000002 0.091955000000000023 -0.085714999999999986 -0.080184999999999992 0.061570000000000007 -0.115685 0.094695000000000015 0.083815000000000014 -0.22384499999999996 -0.18087499999999998 0.091475000000000015 0.097045000000000006
decision_type=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 -10 -11 -9 -3
right_child=1 14 -4 -5 -6 6 7 13 9 12 -12 -13 -14 -15 -16
leaf_value=-0.0019522278873650061 0.0024465869711146858 0.0033170959369448853 0.002239537219907353 -0.0031716288093505572 -0.0027601662319015068 -0.0024625517528472592 0.0032243002516061494 -0.0032272170279715354 0.00053350298447951336 -0.00037589217173596471 0.002227885329474467 -0.005706718750638537 0.0039684773999166569 2.8952725425923091e-05 0.00032980704609665866
leaf_weight=0.0011786694882582214 0.0011437042013458373 0.0010280544930363353 0.0013024947830085074 0.001188042911436816 0.0012714083895792342 0.0011779761676047962 0.0012614093341781502 0.0010072218533857397 0.001108247736875791 0.0010971600810067983 0.0012333584744369172 0.0010490478099168254 0.0011732209104585722 0.0013004558318621684 0.0012028576741572993
leaf_count=429 417 91 221 143 571 281 96 235 53 78 309 520 112 162 192
internal_value=0 0.000102257 -0.000131438 -0.000351845 -9.05984e-05 0.000203218 -4.32967e-05 0.000265456 0.000818073 0.00028191 -0.000780848 -0.00250099 0.00186906 -0.00139225 0.00170642
internal_weight=0 0.0175447 0.0153137 0.0140113 0.0128232 0.0115518 0.0104081 0.00923012 0.00692244 0.00566104 0.00339065 0.0021573 0.00227038 0.00230768 0.00223091
internal_count=3910 3481 3198 2977 2834 2263 1846 1565 1168 1072 882 573 190 397 283
is_linear=0
shrinkage=0.00824856


Tree=2094
num_leaves=15
num_cat=0
split_feature=11 3 1 2 2 13 12 0 52 4 2 4 2 2
split_gain=6.54813e-05 0.000102988 9.15689e-05 0.000180551 0.000128405 0.000114646 0.000182665 0.000165941 0.000152407 0.000160647 8.22714e-05 0.000118572 4.96869e-05 3.53688e-05
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 0.10393500000000001 0.096540000000000015 -0.094679999999999986 -1.0000000180025095e-35 -0.072864999999999985 -0.074484999999999982 0.053925000000000008 0.085255000000000011 -0.0031049999999999997 0.10066500000000002 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 10 -4 -7 8 -8 -10 -3 -12 -1 -11
right_child=-2 2 5 -5 -6 6 7 -9 9 13 11 -13 -14 -15
leaf_value=0.00046708589542734377 -0.0014449957576910674 0.00061893896540875693 0.0019726932160033226 -0.0032196031863341691 0.0018233756275206031 0.0018443254103609663 -0.0019125767845886872 -0.0026953910010401668 0.0021037652254293849 0.00027040959961111932 -0.0028454773645464008 2.7101464317401927e-05 0.0024708187647613021 -0.0014544357277875158
leaf_weight=0.0010822110047942124 0.0012701861707530423 0.0011883095884869504 0.0014499131440430186 0.0010293523822754932 0.0010249095099937253 0.0017493980399367033 0.0013238526794808756 0.0012107484945780272 0.0017364803052592193 0.0010005455005286379 0.0012680962052954567 0.0011674418107682667 0.0010139996840907994 0.0010110670765421936
leaf_count=153 224 489 212 335 202 322 92 245 333 69 846 255 66 67
internal_value=0 8.51183e-05 -0.000101719 -0.00075492 -0.000209177 0.000289438 -1.44146e-05 -0.000531975 -1.5536e-05 0.000654512 -0.000784031 -0.00146855 0.00143635 -0.000596524
internal_weight=0 0.0172563 0.0151601 0.00567811 0.00464876 0.00948201 0.00803209 0.00628269 0.00507195 0.00374809 0.00362385 0.00243554 0.00209621 0.00201161
internal_count=3910 3686 3467 2127 1792 1340 1128 806 561 469 1590 1101 219 136
is_linear=0
shrinkage=0.00650394


Tree=2095
num_leaves=21
num_cat=0
split_feature=14 1213 157 13 132 52 475 48 457 49 16 16 15 2 4 4 16 49 49 52
split_gain=0.000440885 0.000338526 0.000210427 0.000214283 0.000369778 0.000214445 0.000177593 0.000149923 0.000196065 0.000212893 0.00021663 0.000410813 0.000243934 0.000261871 0.000238657 0.00014686 0.000174994 0.000104274 7.11497e-05 2.29302e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.073574999999999988 -0.091229999999999992 0.085645000000000013 0.10062000000000001 -0.073614999999999986 0.12862000000000004 0.069705000000000003 0.10447000000000002 0.41476000000000007 -0.055679999999999993 -0.106555 0.085255000000000011 -0.043059999999999994 -0.077679999999999985 -0.50763499999999995 -0.080034999999999981 -0.062504999999999991 0.071660000000000015
decision_type=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 15 -3 8 9 10 11 12 -5 19 -13 -4 -17 -10 -15 -14
right_child=-2 2 3 4 -6 -7 -8 -9 17 -11 -12 14 13 18 -16 16 -18 -19 -20 -21
leaf_value=-0.00091475397392201067 -0.0010821045284934705 0.0010559518571594483 0.00099557636511509785 0.00056057091155008783 0.00083462796054346519 -0.00033558325684375728 5.9376759439400657e-05 -0.00078116281538550137 0.00074734224303346088 0.00053973900688964729 0.00026444727258784499 -0.00041718572764901275 -4.304956056186563e-05 -0.00041461838206449848 -0.001303275641293906 0.00076783827900024377 -4.3955025346521216e-05 2.6964821469196321e-05 -0.0010415935389708867 0.00031058252722690005
leaf_weight=0.0010906569154764947 0.0011130962850861561 0.0010809553962634194 0.0011581254082460579 0.0012888370548186428 0.0011738927995292711 0.0012175799369047724 0.0010058624796023671 0.0010523129197524692 0.001014730943328046 0.0010275132203104763 0.0018208183127149677 0.0018855542934259339 0.001065819004167641 0.0011078744777005831 0.0016702033171411045 0.0013045854235344545 0.0019014408569190634 0.0013840602355642004 0.0010065307727190184 0.0010712826207809889
leaf_count=578 126 274 56 171 184 104 202 67 75 192 135 334 183 44 311 64 185 129 364 132
internal_value=0 1.55454e-05 5.74068e-05 8.58933e-06 -8.88547e-05 0.000297853 0.000575595 -0.000159269 -0.000113643 -0.00020308 -0.000272995 -0.000380578 -8.99615e-05 -0.000287169 -0.000833398 0.000474579 0.000286377 0.000331697 -0.00071308 0.000134219
internal_weight=0 0.0253286 0.024238 0.0221512 0.0165694 0.00558173 0.00208682 0.0153955 0.0143432 0.0119444 0.0109169 0.0090961 0.00554034 0.00425151 0.00355576 0.00436415 0.00320603 0.00239879 0.00211441 0.0021371
internal_count=3910 3784 3206 2730 2321 409 476 2137 2070 1866 1674 1539 894 723 645 305 249 204 408 315
is_linear=0
shrinkage=0.00170698


Tree=2096
num_leaves=19
num_cat=0
split_feature=14 1213 3 124 402 52 48 40 50 1 52 0 1 160 42 13 4 2
split_gain=0.000418533 0.000305182 0.000273954 0.000260828 0.000237846 0.000201297 0.00019428 0.000272339 0.000368309 0.000370021 0.00031319 0.000235574 0.000232927 0.000214126 0.000269182 0.000232781 0.000161065 0.000273171
threshold=0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 -0.061329999999999989 0.076115000000000002 -0.40083499999999994 0.12649500000000002 -0.062739999999999976 0.082310000000000008 0.10828500000000001 0.11401500000000002 -0.17106499999999999 0.12864500000000004 0.087825000000000014 0.085330000000000003 -0.015744999999999999 -1.0000000180025095e-35 0.086245000000000002
decision_type=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 -7 9 10 13 -11 -13 14 15 -9 17 -17
right_child=-2 2 -4 4 -6 6 -8 8 -10 11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=-0.00072027734002753289 -0.00088395406137471461 0.00057094906212921156 0.00081110413984995854 -0.00059771298219347241 0.00063923336517571953 -0.00058514047842736375 -0.00049630715291851301 0.00078277904546479647 -0.00061457525767202295 0.0011145851970731538 -0.00069904293320829014 1.4607557732688634e-05 0.00087896275457912071 -0.00033389314280443737 -0.00029765377680317402 0.00085177173555141478 -0.0001997155454616788 -4.4086603459894025e-05
leaf_weight=0.0010977214923533892 0.0011051365861676756 0.0017732640151415608 0.0010016000128193333 0.0013110265361840024 0.0011368541162849318 0.0013881604390332111 0.0015901717085200487 0.0018302644148269452 0.0014520848071130207 0.0010830111644430929 0.001159297099783606 0.0018828283466619392 0.0010203602728854136 0.0019435019911476234 0.0017729449720345417 0.0013512575471966159 0.0016276213973862863 0.0015525123836437338
leaf_count=578 126 265 162 349 260 115 95 232 447 31 250 93 56 160 273 109 136 173
internal_value=0 3.14908e-05 6.46636e-05 3.33492e-05 -9.78309e-06 -4.49768e-05 -8.10635e-06 3.48703e-05 8.64828e-05 0.000153352 1.8074e-05 0.000534712 0.000318396 0.000100565 0.000204365 0.000344273 0.000167158 0.000372797
internal_weight=0 0.0259745 0.0248768 0.0238752 0.0221019 0.020965 0.019654 0.0180638 0.0166757 0.0152236 0.0112374 0.0039862 0.00290319 0.0100781 0.0081346 0.00636166 0.00453139 0.00290377
internal_count=3910 3784 3206 3044 2779 2519 2170 2075 1960 1513 1333 180 149 1083 923 650 418 282
is_linear=0
shrinkage=0.00145689


Tree=2097
num_leaves=15
num_cat=0
split_feature=128 41 3 3 12 4 151 150 3 12 2 2 0 51
split_gain=6.65284e-05 8.82481e-05 8.95202e-05 0.000154781 0.000103311 9.97425e-05 8.10053e-05 0.000105693 0.000114084 0.000246749 0.000129693 0.000115963 0.000163542 3.40255e-05
threshold=1.0000000180025095e-35 0.078150000000000011 -0.11266 -0.078884999999999997 0.086935000000000012 -0.23071499999999998 0.056555000000000001 0.08826500000000001 -0.015794999999999997 0.090480000000000019 0.083795000000000022 0.097940000000000013 -0.13506999999999997 -1.0000000180025095e-35
decision_type=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 -5 13 -12 -13 -10
right_child=-2 -3 3 6 -6 -7 -8 -9 10 -11 11 12 -14 -15
leaf_value=-0.00013354471821209958 -0.001915719487565337 -0.0020736411392982277 -0.00019203686155901017 0.0044389295154252705 -0.003371521446210452 0.003009678165496027 -0.0014927673698830963 0.0027513637233359989 0.0023638211358147239 -0.00051620045035471649 -0.002736588592303951 -0.0016915695107415851 0.0015732381117443933 0.00044215922765641712
leaf_weight=0.0010674402466115396 0.0010197580089673216 0.0010339674173156224 0.0011856434432614164 0.0010771898347876011 0.0011881898133840885 0.0013005138019562172 0.00124162418965166 0.0011447681202254876 0.0010498281676663002 0.001273531677070408 0.0013797627930624556 0.0018693228580820287 0.0017024066940960966 0.0010912290515147621
leaf_count=119 296 181 628 187 880 192 98 134 33 572 145 137 171 137
internal_value=0 8.62607e-05 0.000221027 -7.66316e-06 -0.00178348 0.00159276 0.000348687 0.000564628 0.00029954 0.00175443 -0.000182662 -0.000860274 -0.000135452 0.00138441
internal_weight=0 0.0176054 0.0165715 0.0142035 0.00237383 0.00236795 0.0118297 0.010588 0.00944327 0.00235072 0.00709255 0.00495149 0.00357173 0.00214106
internal_count=3910 3614 3433 3122 1508 311 1614 1516 1382 759 623 453 308 170
is_linear=0
shrinkage=0.0076204


Tree=2098
num_leaves=15
num_cat=0
split_feature=2 40 3 43 4 2 160 0 0 2 12 1 15 4
split_gain=6.87419e-05 0.000157734 0.000219264 0.000133674 0.000113518 0.000111695 9.91635e-05 0.000114438 0.000168719 7.58283e-05 8.13909e-05 7.56549e-05 4.72993e-05 4.58598e-05
threshold=0.10910500000000002 -1.0000000180025095e-35 0.10666500000000002 -0.044024999999999988 0.055260000000000011 0.094010000000000024 0.087825000000000014 -0.06402999999999999 -0.083424999999999985 0.081615000000000007 0.088325000000000015 0.079355000000000023 -0.24219999999999997 -0.040469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 13 6 7 8 9 10 -3 -11 -6 -5
right_child=3 2 -4 4 12 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0023385437199815212 0.0026111226923553185 -0.0019672338645424434 0.0026384830030198214 0.00011884229402258715 -7.5090856214808473e-05 -0.0019198847478659896 -0.002021468492024542 0.0017460804976412983 -0.0027777387405060238 -6.5817036825078953e-05 0.00063821707827709602 0.0025053164341925578 -0.0021599844768339814 0.0021716733362462065
leaf_weight=0.0015742958672316102 0.0012535445797474086 0.0010388387607530528 0.0013191987932083199 0.0010027040015721522 0.0010515471825249256 0.0017852902474820758 0.0010327758727962516 0.0018529104197928421 0.0010154047615569747 0.0010574281749062917 0.0012687361235093064 0.0011254178471685472 0.001022346557364523 0.0010733717514625754
leaf_count=263 313 132 105 137 114 489 214 184 748 769 141 86 124 91
internal_value=0 -0.000289613 -9.02652e-06 0.000635905 3.92683e-05 -0.000352218 -1.86976e-05 0.000262385 -0.000236932 0.000337612 -0.000534721 0.00125979 -0.00110286 0.0011802
internal_weight=0 0.0130703 0.011496 0.00540351 0.00414997 0.0101768 0.00839151 0.00735874 0.00550583 0.00449042 0.00230757 0.00218285 0.00207389 0.00207608
internal_count=3910 3131 2868 779 466 2763 2274 2060 1876 1128 273 855 238 228
is_linear=0
shrinkage=0.00690203


Tree=2099
num_leaves=14
num_cat=0
split_feature=4 1 12 39 3 43 0 0 0 52 4 16 3
split_gain=6.41838e-05 0.000121592 0.000103147 9.97273e-05 0.000188486 0.000121523 7.08721e-05 0.000136893 0.000116308 0.000107695 0.000110556 9.72491e-05 4.64786e-05
threshold=0.24280000000000004 0.11198000000000001 0.10595000000000002 0.097470000000000015 0.13772500000000001 0.083940000000000015 -0.070894999999999986 -0.083424999999999985 -0.053834999999999994 -0.0066199999999999991 0.0057500000000000008 -0.089864999999999987 -0.10628499999999998
decision_type=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 -11 -10
right_child=1 -3 -4 -5 -6 -7 8 -9 12 11 -12 -13 -14
leaf_value=-0.0023283168806384398 -0.00058665761661035422 0.0024743146943002219 -0.002905128684155352 -0.0024147979292908016 0.0033952664052339107 -0.0028214317972822412 0.0035292855221068804 -0.0030662711221884744 0.0012505486481497303 -0.00066959219974076288 0.0011473791287277871 0.0026622403922707486 -0.0012933939521608555
leaf_weight=0.001757428694098318 0.0018820409370608132 0.0019418977869996388 0.0010259439074879065 0.0012271731896592317 0.0011908515253789007 0.001163621016075673 0.0010356091316900823 0.0011617859995340929 0.0010933992238335577 0.0010442319423971331 0.0010932792438246089 0.0016882499078244599 0.0010245480326809284
leaf_count=488 196 353 314 75 108 215 221 818 140 327 66 389 200
internal_value=0 0.000967786 -0.000282019 -8.23808e-05 0.000151217 -0.000198008 0.000110389 -0.000386136 0.00117238 0.000171564 -0.000995348 0.00138896 1.99272e-05
internal_weight=0 0.00382394 0.0145061 0.0134802 0.012253 0.0110622 0.00989853 0.00674498 0.00315356 0.00558319 0.00285071 0.00273248 0.00211795
internal_count=3910 549 3361 3047 2972 2864 2649 2088 561 1270 554 716 340
is_linear=0
shrinkage=0.00858181


Tree=2100
num_leaves=23
num_cat=0
split_feature=1213 14 1374 1456 11 3 1 2 2 15 150 3 0 1 51 47 1 2 151 43 0 16
split_gain=0.000373799 0.000346382 0.000293412 0.000305147 0.0002713 0.000241015 0.000198989 0.000254085 0.000288956 0.000260976 0.00023916 0.000345909 0.000459279 0.000338747 0.000178818 0.000280833 0.000256349 0.000173907 0.000173824 0.000162742 0.000122577 0.000165195
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 1.0000000180025095e-35 0.10393500000000001 0.097940000000000013 0.085120000000000015 0.075065000000000007 0.090325000000000003 -0.13027499999999997 0.11198000000000001 -0.14799499999999996 0.09252500000000001 0.095155000000000017 0.106035 -0.016164999999999995 -0.083899999999999988 -0.16443499999999997 -0.035699999999999989
decision_type=2 2 2 2 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 8 9 19 11 12 -8 -13 -14 16 -16 -5 -12 -7 -15 -22
right_child=1 -3 3 4 -6 6 10 -9 -10 -11 18 13 14 20 15 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.00090894338377599932 -0.00075461350629985632 -0.00084759135438280389 -0.00075096247574802418 0.00019724738970433036 -0.00058798557835723836 -5.6966245830313086e-06 0.0013453498429309913 -0.00070211812318848551 0.0007792146319777095 0.00044100183484272089 0.0011408227736978669 -0.00084081964356163739 0.00077166161726874175 -0.00035874918133182418 -0.00021737169353487859 -0.00060720456284492699 0.00077404818766925573 0.00099648902695500651 0.00024071893250849076 -0.00083561848473862185 0.00076826330462670357 -9.8042940484838859e-05
leaf_weight=0.0011089485746346639 0.0010417160771707392 0.0010809781891880079 0.0010021118077845953 0.0012850016235538787 0.0012105109878675071 0.0010750153429823139 0.0010230955863867403 0.0014227321387863812 0.0010684329201688936 0.0012089042157879815 0.0011126500327722777 0.0013953212914521451 0.0010103962451810397 0.0010366730842790162 0.0012067824279717847 0.0011966149970217103 0.0014022273145714755 0.0014310199623863151 0.0010251531709300913 0.0012959794879311044 0.0010099989651898289 0.0011951836077690459
leaf_count=592 66 112 312 121 123 231 65 239 104 329 171 106 51 47 242 119 218 80 89 358 91 44
internal_value=0 2.61435e-05 6.44509e-05 0.000100584 0.000138323 0.000179405 0.000115601 -0.000118979 5.9505e-05 -0.000155295 0.000228502 0.000130412 0.000385775 -0.000191141 0.000181927 2.53522e-05 0.000315473 0.000618353 0.000709191 -0.00045933 8.84864e-05 0.000298735
internal_weight=0 0.0257365 0.0246555 0.0236138 0.0226117 0.0214012 0.0186852 0.00607106 0.00464833 0.0035799 0.0126141 0.0104763 0.00583912 0.00463718 0.00481602 0.00380562 0.00260901 0.00271602 0.0021378 0.00237099 0.00324186 0.00220518
internal_count=3910 3318 3206 3140 2828 2705 2504 1261 1022 918 1243 983 695 288 630 579 460 201 260 589 182 135
is_linear=0
shrinkage=0.00157699


Tree=2101
num_leaves=23
num_cat=0
split_feature=14 1456 1213 453 4 14 160 15 1374 0 1 0 15 4 13 13 42 43 0 3 3 1
split_gain=0.00066919 0.000325332 0.000345649 0.000201543 0.000222041 0.000388326 0.000270712 0.000226778 0.000256206 0.000303293 0.000334602 0.000239968 0.000221887 0.000208998 0.00027636 0.000312261 0.000190468 0.000387614 0.000179801 0.000141082 0.000138113 0.000145278
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27608500000000008 -0.46637499999999993 -0.217635 -0.11739999999999999 -0.094679999999999986 -0.10575999999999998 0.079355000000000023 -0.089879999999999974 -0.22917999999999997 -0.51381999999999983 -0.083514999999999992 0.098990000000000009 -0.082904999999999993 -0.074254999999999988 -0.017269999999999997 0.097615000000000021 0.082730000000000012 0.093000000000000013
decision_type=2 2 2 2 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 -10 -11 -7 -13 19 16 -16 -18 -17 -15 -12 -22
right_child=-2 2 3 -5 5 12 7 8 9 11 20 13 -14 14 15 18 17 -19 -20 -21 21 -23
leaf_value=-0.00085384748930926989 -0.0011707141771526901 -0.0008255101893285948 -0.0007289471734484408 -0.0005114853623036336 -0.00028302100924553815 0.001476020261712362 -0.00047352179317589315 -0.0006154836085681297 -0.00019708350365185923 -0.00049013253841022775 0.0013349680295752725 -0.00043479623393820631 0.000445336394025516 0.00039985420593318912 0.00042419851284852909 0.00013327335330287954 0.00022892697680724854 -0.00087801086945975791 0.0010621854220335828 0.0011618266665757964 0.0010778913103207937 0.00022011528632515475
leaf_weight=0.0010574979194800096 0.0012912501428044001 0.0011001951011297686 0.0010439470944154884 0.0013129236083380116 0.0010463090377861861 0.0010536326574491148 0.0015471803124994582 0.0010232036840092098 0.0010551111060750273 0.0016132835630153419 0.0011130280023901595 0.0012773427287784333 0.0012056371505481936 0.0015707020006248615 0.0011611329556941823 0.0011222311003448171 0.0016419903946840947 0.0017689330464312576 0.0011214387322606711 0.0011208942860485571 0.0010002174116152673 0.0011342211536213842
leaf_count=349 126 541 259 90 65 221 188 64 66 223 71 62 123 233 159 85 236 588 53 38 25 45
internal_value=0 3.82364e-05 7.44733e-05 0.000114186 0.000148963 0.000543315 8.47951e-05 0.000128877 0.000181463 0.00023029 0.000605613 0.000100039 0.000926006 0.000188323 0.000272041 9.62544e-05 -0.000149757 -0.00034514 0.000597565 0.000717172 0.000866411 0.000622077
internal_weight=0 0.0270911 0.0260336 0.0249334 0.0236204 0.00330558 0.0203149 0.0192709 0.0177237 0.0167005 0.00430258 0.0123979 0.00225927 0.0107847 0.00950732 0.00681573 0.00457206 0.00341092 0.00224367 0.0026916 0.00324747 0.00213444
internal_count=3910 3784 3435 2894 2804 409 2395 2136 1948 1884 207 1677 344 1454 1392 1121 983 824 138 271 141 70
is_linear=0
shrinkage=0.0016407


Tree=2102
num_leaves=21
num_cat=0
split_feature=14 1213 1374 457 11 3 159 159 124 52 15 3 15 0 0 16 1 0 2 1
split_gain=0.000487547 0.000285522 0.000257707 0.000221017 0.000283928 0.000217562 0.000167162 0.000224108 0.000180712 0.000213708 0.000164747 0.000181101 0.000263736 0.000198708 0.000233879 0.000212205 0.00022347 0.000182101 0.000115861 0.000146263
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 0.088315000000000018 -0.15002999999999997 0.10519500000000001 0.073745000000000019 0.11158000000000001 0.28122000000000008 -0.24219999999999997 0.092005000000000017 -0.087539999999999993 -0.10071499999999999 -0.084304999999999977 -0.083564999999999987 0.090355000000000005 -0.042499999999999989 0.091025000000000009 0.095575000000000007
decision_type=2 2 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 13 -13 18 -15 -16 -17 -14 19 -12
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 12 17 14 15 16 -18 -19 -20 -21
leaf_value=-0.00082646200722228151 -0.0010784757249686547 -0.0007411607027436283 0.00063696576657389233 0.0007134630864914903 -0.00072105719176980044 0.00066981455113868343 -0.00055750061044677478 0.00071906201439363626 0.00070152731136000643 -0.00073267578928462595 -0.0002274719040690193 -0.0010108026035566826 0.00044466603990110198 -0.00072662950073955508 0.00061329581303420282 -0.00053953096973649529 0.00034491863010225699 -0.00051732447620149436 0.00078094408273728273 0.00056736745381810944
leaf_weight=0.0010006144941653921 0.0011110286401904415 0.0010146813343085972 0.0018894503641151373 0.0014962102485871201 0.0011801411591019209 0.0010474126616843776 0.0011352299176172745 0.0014109700265804706 0.001029497549917823 0.0010236136655413794 0.0012020320493097373 0.001067605262327298 0.001117724746148685 0.0012155795755691388 0.0014056920448099561 0.0017649602914152421 0.0013627801741206147 0.0010068507944325225 0.0013521460890691117 0.0012941980482423787
leaf_count=578 126 66 137 149 122 139 259 251 28 317 56 62 55 525 112 521 215 59 108 25
internal_value=0 3.2257e-05 6.8034e-05 0.00010373 6.13091e-05 0.000106734 5.23935e-05 9.24124e-05 3.67687e-05 -9.2838e-06 4.42303e-05 -7.00243e-06 -0.000345529 0.000105595 -8.75582e-05 8.38002e-05 -0.00015417 -1.12278e-05 0.000394142 0.000184621
internal_weight=0 0.0250174 0.0240168 0.0230021 0.0215059 0.0203257 0.0184363 0.0173011 0.0158901 0.0148606 0.013837 0.0127896 0.00319218 0.00959739 0.00574901 0.00453343 0.00312774 0.00212458 0.00384838 0.00249623
internal_count=3910 3784 3206 3140 2991 2869 2732 2473 2222 2194 1877 1738 176 1562 1373 848 736 114 189 81
is_linear=0
shrinkage=0.0016407


Tree=2103
num_leaves=20
num_cat=0
split_feature=14 1213 1456 1374 457 11 3 13 52 16 4 2 4 16 12 2 15 0 52
split_gain=0.000473518 0.000450052 0.000302957 0.000227082 0.000236002 0.000237074 0.00028226 0.000224004 0.00029683 0.000277542 0.000227518 0.000195578 0.000188481 0.000200548 0.000276169 0.000210278 0.000196613 0.000257932 0.000230512
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 0.10062000000000001 -0.41862999999999995 -0.23071499999999998 0.097940000000000013 -0.084009999999999987 -0.095109999999999986 -0.013124999999999998 0.086040000000000019 -0.10192499999999999 -0.10071499999999999 -0.088779999999999984
decision_type=2 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 11 -9 -11 -8 -12 15 -15 -14 -16 -18 -19
right_child=-2 2 3 4 -6 -7 7 9 -10 10 12 -13 13 14 16 -17 17 18 -20
leaf_value=-0.00095367159460169168 -0.00099822912176093879 -0.00074744358733877081 -0.00060952091291828167 0.00068790283621657342 0.00074743552979855644 -0.00058470391886630835 0.00023404364429847478 -0.00066434695197024711 -0.00031532700345226437 -0.00053197618039082942 0.00066180677307429417 0.00094665465139158825 2.0813722850791894e-05 0.00055827406392482137 -0.00081380682259993287 0.00096146242050640081 0.00046615749641451141 7.9549581184617854e-05 -0.00073865985291973919
leaf_weight=0.0010810511084300969 0.0011318033589931544 0.0010510903456116922 0.0010307223413454905 0.0019672653940342932 0.0013999201602736535 0.0011691503446833442 0.0019368044834726294 0.0014691790095770702 0.0011894855282472416 0.0014322447054915923 0.0013605040946749409 0.0017545923365640259 0.0012642871319164832 0.0013127524011791441 0.001104880564472911 0.0010315463025113956 0.0014030546488399366 0.0016626537545094229 0.0016298278226082093
leaf_count=578 126 312 66 131 140 121 130 175 92 122 217 139 71 168 111 142 52 261 756
internal_value=0 2.31255e-05 6.5079e-05 0.000100488 0.000132185 9.24724e-05 0.000131057 7.20082e-05 0.000356332 -2.95028e-05 4.6937e-05 0.000572761 0.000123927 4.61519e-05 -8.20822e-05 0.000443459 -0.000227008 -8.89314e-05 -0.000325476
internal_weight=0 0.026251 0.02517 0.0241189 0.0230881 0.0216882 0.0205191 0.0185518 0.00488088 0.0136709 0.0122018 0.0036914 0.0107695 0.009409 0.00711317 0.00229583 0.00580042 0.00469554 0.00329248
internal_count=3910 3784 3206 2894 2828 2688 2567 2436 361 2075 1900 269 1778 1561 1348 213 1180 1069 1017
is_linear=0
shrinkage=0.00154607


Tree=2104
num_leaves=21
num_cat=0
split_feature=14 1213 43 52 13 132 43 12 1 42 453 4 2 2 43 13 52 2 3 49
split_gain=0.000467124 0.000428221 0.000171356 0.000347914 0.000283173 0.000303403 0.000188185 0.000325128 0.000179151 0.000173512 0.000195928 0.000225299 0.000268849 0.000369471 0.000150806 0.000208993 0.000211071 0.000253148 9.7187e-05 5.0075e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.25671000000000005 0.41469000000000006 -0.089899999999999994 0.085645000000000013 0.11352500000000001 0.092365000000000017 0.08844500000000001 -0.10770999999999999 1.0000000180025095e-35 0.26450500000000005 0.096750000000000017 0.11085000000000002 -0.083899999999999988 -1.0000000180025095e-35 -0.010284999999999997 0.083585000000000007 -0.084129999999999996 -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
left_child=1 -1 3 4 6 9 7 8 -3 -6 11 12 14 -14 18 -16 -17 -18 -11 -15
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 13 19 15 16 17 -19 -20 -21
leaf_value=-0.00091074658189397781 -0.00099146234243001861 0.0001415274376425496 -0.00053051086240375495 -0.00076686742745923453 -0.00058096742226718416 0.00075555440665525414 0.0010525234586478359 -0.0003484025899186191 0.00089821361783094127 0.00017143185012571867 -0.00059926130050193716 0.00058558929108983243 -0.00091266826362761512 -0.00015689123155527207 -0.00043846665524870104 -0.00021345177930568086 -2.8388948488480191e-05 0.0010201674151877696 0.00077112342417255729 0.00032088832176570823
leaf_weight=0.00111038710219341 0.0011199792128100674 0.0012849795870173387 0.0010833031723655453 0.001060956052811683 0.0012041501103337701 0.0013166511795155286 0.0010053620265530472 0.0012683101967521648 0.0017893613674592607 0.0013088002576409838 0.0010959344946892555 0.0018256999323877409 0.0015695961325411728 0.0010614255448633259 0.0016867717613614254 0.001593304781766447 0.0010430405907087114 0.0011651452831440423 0.0012754818009429753 0.0010362748072060557
leaf_count=578 126 112 193 226 144 208 51 63 198 271 71 240 248 47 670 112 47 52 108 145
internal_value=0 2.84706e-05 7.07366e-05 9.83457e-05 0.000139089 4.23889e-05 0.000449769 0.000310227 0.000581942 -1.6795e-05 2.95406e-05 8.03403e-05 1.7674e-06 -0.000345355 0.000159463 1.44573e-05 0.000215426 0.00052488 0.000467412 7.91343e-05
internal_weight=0 0.0257849 0.0246745 0.0235912 0.0225303 0.0171823 0.00534801 0.00434265 0.00307434 0.0158656 0.0146615 0.0135655 0.0117398 0.0036673 0.00807254 0.00548826 0.00380149 0.00220819 0.00258428 0.0020977
internal_count=3910 3784 3206 3013 2787 2363 424 373 310 2155 2011 1940 1700 440 1260 881 211 99 379 192
is_linear=0
shrinkage=0.00154607


Tree=2105
num_leaves=16
num_cat=0
split_feature=14 157 48 48 14 3 0 1 0 16 2 12 2 12 3
split_gain=8.8759e-05 0.000128066 0.000110168 0.000211749 0.00010131 0.000114515 0.000116444 0.000213832 0.000156132 0.000136188 0.000112536 0.000103357 0.000130639 0.000101853 4.44368e-05
threshold=0.018455000000000003 -0.073574999999999988 0.12862000000000004 0.10417000000000001 -0.13131999999999996 -0.14218999999999996 -0.10071499999999999 0.094385000000000011 -0.084304999999999977 -0.25582999999999995 0.091025000000000009 0.086865000000000012 0.084065000000000015 0.092365000000000017 -0.074679999999999983
decision_type=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 -8 -9 -7 12 -10 -13 -15
right_child=-2 2 -4 -5 5 6 8 9 11 -11 -12 13 -14 14 -16
leaf_value=0.0019199966572747361 -0.0020115962122332662 -0.0020680282743753969 -0.0022398910468919933 0.0028826133940299051 0.001956814761505961 -0.0023745894103555966 -0.0030912327406953494 0.00045030267967681963 8.8960645738708424e-05 0.0039407884890035562 0.00064509492194519589 0.002064069791172391 -0.0032864694539883913 -0.001429311689813656 0.00045182434116710696
leaf_weight=0.0016574396870517654 0.0010088598815679297 0.0012333870406897223 0.0010651052186397827 0.0011657900027837289 0.0012856420061247214 0.0011142082580738307 0.0011563570711035209 0.0010413924234904115 0.0011646445740716273 0.0010897081618048421 0.0012447152630936723 0.0011847806017910231 0.0010286638296768107 0.0011011241539192898 0.0013097863014575198
leaf_count=490 159 115 102 136 172 93 795 119 151 102 138 396 220 434 288
internal_value=0 9.27194e-05 -9.44011e-05 5.67327e-05 -0.000179349 3.77067e-06 -0.000215804 0.000650425 -0.000775802 0.00223511 -0.000781216 -0.000313293 -0.00149412 0.000406991 -0.000407338
internal_weight=0 0.0178427 0.0161853 0.0151202 0.0139544 0.012721 0.0114354 0.00449002 0.00694536 0.0021311 0.00235892 0.005789 0.00219331 0.00359569 0.00241091
internal_count=3910 3751 3261 3159 3023 2908 2736 452 2284 221 231 1489 371 1118 722
is_linear=0
shrinkage=0.00690203


Tree=2106
num_leaves=20
num_cat=0
split_feature=14 1213 1374 44 124 4 13 48 0 4 132 16 2 2 51 43 49 12 3
split_gain=0.00046292 0.000367459 0.000275162 0.000244541 0.000271923 0.000255488 0.000278536 0.000306806 0.000413311 0.000358138 0.000302075 0.000281435 0.000255791 0.000216363 0.000421068 0.000202194 0.000176556 8.83909e-05 7.72888e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.061329999999999989 -0.51381999999999983 -0.26418499999999995 0.11930500000000001 -0.17106499999999999 0.0057500000000000008 0.079995000000000011 -0.083564999999999987 0.090050000000000005 0.086130000000000012 -0.066709999999999978 0.088185000000000013 -1.0000000180025095e-35 0.088375000000000023 -0.088494999999999976
decision_type=2 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 -8 11 15 13 14 -13 16 -10 -18 -14
right_child=-2 2 3 -5 5 6 7 -9 10 -11 -12 12 18 -15 -16 -17 17 -19 -20
leaf_value=-0.00084739035690876085 -0.00097440423631708158 -0.00071126309634523643 0.00070242451142325292 -0.00060813222562797447 -0.0006209993839127782 0.00066354268568950651 2.7371446291463169e-05 -0.00067154305457081719 -0.00014363666730603109 0.0010595770358751003 0.00065762010159521307 0.00023496502931195804 -0.0003541250103174086 0.00054670792268155747 -0.00080774786014809721 -0.00036268580976723413 0.00077074993747446594 0.00022627121612868464 -0.00090109574934934958
leaf_weight=0.0010518952554436486 0.0010981876087023936 0.001001625242115888 0.0017754723312266981 0.0010716469384597352 0.0011160114465203061 0.0019820494525344462 0.001360373616194001 0.0012122478021112651 0.0011614016337806315 0.0017864119080508445 0.0014532869252923955 0.001962268632258614 0.0010321085744674219 0.0010419918236154596 0.0016279436157369655 0.0011615133167643815 0.0017428191651775241 0.0011286214224077024 0.0013967635355637571
leaf_count=578 126 66 275 71 60 141 44 99 91 71 225 129 200 284 485 123 225 195 422
internal_value=0 3.02192e-05 6.71238e-05 9.95918e-05 0.000132651 8.48566e-05 0.000124146 6.49736e-05 0.000117944 0.000613349 4.22558e-06 -7.3256e-05 -0.000270264 -6.13613e-05 -0.000237842 0.000194551 0.000355043 0.000556742 -0.00066867
internal_weight=0 0.0260665 0.0250146 0.0240129 0.0229413 0.0211658 0.0200498 0.0180678 0.0168555 0.00314679 0.0137087 0.0122554 0.00706108 0.0046322 0.00359021 0.00519436 0.00403284 0.00287144 0.00242887
internal_count=3910 3784 3206 3140 3069 2794 2734 2593 2494 115 2379 2154 1520 898 614 634 511 420 622
is_linear=0
shrinkage=0.00151575


Tree=2107
num_leaves=15
num_cat=0
split_feature=14 157 16 160 15 52 15 50 52 160 2 12 2 15
split_gain=7.31607e-05 0.000106479 9.52037e-05 0.000190383 0.000402999 0.000143444 0.000159787 0.000133589 0.000110213 0.000116455 0.000140096 0.000232728 0.00010062 6.49473e-05
threshold=0.018455000000000003 -0.073574999999999988 -0.055679999999999993 0.085065000000000016 -0.07142999999999998 0.091210000000000013 -0.016339999999999997 0.09525500000000002 0.086950000000000013 0.086110000000000006 0.10869000000000002 0.086935000000000012 0.10137500000000001 -0.094119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -6 8 9 10 11 13 -7 -3
right_child=-2 2 3 -5 5 12 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0018950008324401671 -0.0019793171037045597 0.0021222228394047744 -0.005154783962880701 0.0018313236795667062 0.00033529856088557061 0.0027946246922953642 -0.0034621892398301775 0.0029007892120093684 -0.0019303912437899208 -0.0016262205800840618 -0.00093353291178901944 -0.00032056484047436541 -0.00048921724269964935 0.0047297636911813679
leaf_weight=0.0016561371357721412 0.0010066541215439087 0.0011364420517951876 0.0012123889800480826 0.0013069070776408759 0.0012628877475697985 0.0010311720161276915 0.0012119531608593423 0.0010633168867071061 0.0012763885719494737 0.0012178564400566194 0.0016018671928363787 0.0017619384309736988 0.0010522588680679928 0.0010043330632703747
leaf_count=490 159 117 328 260 192 205 314 290 581 124 201 386 52 211
internal_value=0 9.09421e-05 -9.4177e-05 -0.000743454 -0.00132658 -0.000308365 -0.00152437 0.000412911 8.21868e-05 0.000464315 0.000926834 0.00169042 0.00113609 0.00334554
internal_weight=0 0.0177958 0.0161397 0.00707757 0.00577066 0.00455827 0.00247484 0.00906214 0.00799883 0.00672244 0.00550458 0.00390271 0.00208343 0.00214078
internal_count=3910 3751 3261 1351 1091 763 506 1910 1620 1039 915 714 257 328
is_linear=0
shrinkage=0.00747098


Tree=2108
num_leaves=22
num_cat=0
split_feature=14 1213 1456 11 3 1374 457 124 12 160 40 13 16 12 16 42 2 15 15 0 43
split_gain=0.000491007 0.000445192 0.000411334 0.000251323 0.000267836 0.000214464 0.000265291 0.000195075 0.000277056 0.000205265 0.000228817 0.000283157 0.000401093 0.000257028 0.000220613 0.000307629 0.000233387 0.000154792 0.000230417 0.000430586 0.000220541
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15121499999999996 -0.094679999999999986 0.088175000000000017 -0.061329999999999989 -0.092644999999999991 0.090735000000000024 -0.064199999999999993 -0.094679999999999986 -0.41862999999999995 0.088375000000000023 -0.095109999999999986 -0.088669999999999985 0.091025000000000009 0.05377500000000001 -0.10192499999999999 -0.10071499999999999 -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
left_child=1 -1 -3 4 -4 -6 7 8 -7 10 -9 13 -13 -12 16 -16 -14 18 -17 -20 -21
right_child=-2 2 3 -5 5 6 -8 9 -10 -11 11 12 14 -15 15 17 -18 -19 19 20 -22
leaf_value=-0.00089502528842947857 -0.00090985291812051641 -0.00082016134947411026 0.00065517115200684989 -0.00051698345965936878 -0.00056944758344715653 -3.292172952110978e-05 0.00072232965999598632 -0.00047892376991120393 0.0010159705866286163 -0.0005090819084150412 0.00097240678420876323 -0.00070817441094918083 6.238232242262934e-05 8.7034750060527611e-05 0.00059705054728163539 -0.00064319220301313474 0.00091940510892992594 -0.00063370987051628827 0.00086602452232836281 0.00014930893800255086 -0.00066908950160944559
leaf_weight=0.0010970354455182565 0.0012765044605617107 0.0010997871821989092 0.0018626410191662458 0.0013699504350910266 0.001029256450586046 0.0010859770736573598 0.0014089052623366119 0.0014924995013741301 0.0010526052646635453 0.0014431737395768631 0.0014181469544074449 0.0014084069809288313 0.0013886120480683314 0.0013666430624960091 0.00145997927894092 0.0010598547519870202 0.0013113812838176225 0.0011300794986955076 0.0011688764372621493 0.0017304687900923082 0.0011724051258149978
leaf_count=578 126 312 139 123 66 88 128 117 181 203 150 76 111 64 163 109 73 540 34 310 219
internal_value=0 1.4404e-05 5.21096e-05 8.99375e-05 0.000124596 7.99329e-05 0.000111613 6.79112e-05 0.000483341 1.72899e-05 6.44513e-05 0.000119942 2.15529e-05 0.000537908 0.00012017 -5.17314e-06 0.000478637 -0.000145588 -3.80942e-05 0.00011941 -0.000181224
internal_weight=0 0.0275567 0.0264597 0.0253599 0.0239899 0.0221273 0.021098 0.0196891 0.00213858 0.0175505 0.0161074 0.0146149 0.0118301 0.00278479 0.0104217 0.00772166 0.00269999 0.00626168 0.00513161 0.00407175 0.00290287
internal_count=3910 3784 3206 2894 2771 2632 2566 2438 269 2169 1966 1849 1635 214 1559 1375 184 1212 672 563 529
is_linear=0
shrinkage=0.00145689


Tree=2109
num_leaves=22
num_cat=0
split_feature=1213 14 1374 376 376 1 48 457 51 132 42 47 1 49 159 12 133 0 15 4 1
split_gain=0.00039102 0.000350832 0.000299246 0.000262392 0.000419088 0.000325296 0.000363135 0.000307896 0.000299543 0.000220875 0.000364439 0.000278476 0.000439149 0.000320338 0.00024026 0.000238463 0.000275918 0.000280189 0.000201934 0.000379239 0.000188813
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.11382500000000002 0.048375000000000008 0.14000500000000002 0.13567500000000002 0.088055000000000008 0.11463000000000002 0.079995000000000011 -1.0000000180025095e-35 0.09252500000000001 0.11198000000000001 -0.088329999999999978 0.090705000000000022 0.095565000000000011 0.084285000000000013 -0.069794999999999982 -0.094924999999999995 -0.077679999999999985 0.10786000000000001
decision_type=2 2 2 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 12 13 -12 15 16 17 18 -15 -20 -13
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 11 20 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.00091994538845563076 -0.0007802291079256218 -0.0008708779407879542 -0.00064237205441202501 -0.00070500070643814648 0.00096196120614695888 0.00094080635921245208 -0.00088196468553909094 0.00080588377901471783 -0.00075941812511096433 0.00058505334093294993 -0.00065131457007927887 -0.00090784330393554327 0.00088739445947056978 0.00074441425460530894 -0.00052559428483542282 -0.00042090634947312554 -0.00034502027446717335 0.0012117235710934549 0.00064107056083633873 -0.00056931247434488714 -3.4891667928712232e-05
leaf_weight=0.001155972628389886 0.0010318001614457719 0.0010652489209742313 0.0018693276444937184 0.0010012398474075262 0.0013825043299231293 0.0010147546391227084 0.00104000783576108 0.0013338015085834756 0.0011461386350195652 0.001870969530257143 0.0013409892710124502 0.001001522161188124 0.0019300366324227327 0.0018261713855528203 0.0010659397003940987 0.0010617654869677258 0.001081688683376554 0.0011687607381250034 0.0013387686164956711 0.0012400487102211047 0.0016014880779451346
leaf_count=592 66 112 548 34 159 135 60 128 175 232 93 137 174 72 150 195 415 81 80 204 68
internal_value=0 1.63713e-05 5.22432e-05 8.61722e-05 0.000118751 6.79171e-05 2.75032e-05 7.28084e-05 2.27779e-05 7.15076e-05 1.3369e-05 9.7e-05 0.00019801 6.65881e-05 0.000176196 0.000273131 0.000383853 0.000525304 0.000343179 5.90464e-05 -0.000370764
internal_weight=0 0.027413 0.0263477 0.0253159 0.0243147 0.0229322 0.0219174 0.0208774 0.0195436 0.0183975 0.0165265 0.0146572 0.0120542 0.0101241 0.00878314 0.0077172 0.00665544 0.00557375 0.00440499 0.00257882 0.00260301
internal_count=3910 3318 3206 3140 3106 2947 2812 2752 2624 2449 2217 1669 1464 1290 1197 1047 852 437 356 284 205
is_linear=0
shrinkage=0.00157699


Tree=2110
num_leaves=23
num_cat=0
split_feature=1213 1456 14 1374 11 453 4 13 0 0 0 16 1 4 13 47 2 16 3 1 0 42
split_gain=0.000396605 0.000339136 0.000303501 0.000299057 0.000233194 0.000217277 0.000214415 0.000256986 0.00021477 0.000223176 0.000266041 0.000247912 0.000240962 0.000224674 0.000291666 0.000307413 0.000250969 0.000208664 0.000160593 0.000158237 9.47771e-05 9.30592e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 0.27608500000000008 -0.52445999999999982 -0.23029999999999998 -0.017269999999999997 -0.053834999999999994 0.31524000000000002 0.12485500000000001 -0.0021099999999999995 -0.079834999999999975 0.084695000000000006 0.091525000000000009 0.15100500000000003 0.11818000000000002 0.076710000000000014 -0.084154999999999994 0.060615000000000009
decision_type=2 2 2 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 12 17 13 19 16 -16 -15 -11 -8 21 -21 -10
right_child=1 2 -4 4 -6 -7 18 8 9 11 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00087870349145817211 -0.00077300200646078737 -0.00070020249515417691 -0.00073211362563774056 -0.00057895597849644449 -0.00050047567175197046 -0.00042652284796091961 0.001017978381681895 0.00079062381144800672 -0.00033710777078483722 0.00056800285946156275 -0.00055563720379671105 0.00099925183218796615 0.00077566074818887041 -0.00028213686287368494 -0.0010604916967154395 -3.8126153070836151e-05 0.00074506257958068922 -0.00024255017817792295 0.00021634535829956268 0.00077055601417215882 0.00017889753498353457 0.00029616456816542131
leaf_weight=0.0011307076916046771 0.0011380846775482191 0.0010112793307586179 0.0010329701049257281 0.0010192867043006182 0.0012425255993733222 0.0013038961875149182 0.0011580769495793319 0.0012175303013748284 0.0010400613066240891 0.0015493204376972819 0.0014536910422135721 0.0012338840823069575 0.001115441004146068 0.0010548940796945155 0.0012162315292967088 0.001393760274160924 0.0010461388354135459 0.0012814520794093356 0.0010542459010095401 0.0014862687081277914 0.0010002569009547879 0.0010100908916673076
leaf_count=592 332 66 92 26 123 88 244 36 351 109 139 57 54 110 230 93 96 77 119 147 284 445
internal_value=0 2.02855e-05 5.65127e-05 9.06141e-05 0.000125572 0.000161528 0.000199242 0.000145915 0.000189125 0.000143012 3.96966e-05 0.000443374 0.000123207 4.45094e-05 -0.00018279 -0.000514539 0.000229323 0.000201077 0.000635973 0.000280544 0.000532549 -2.51004e-05
internal_weight=0 0.0260594 0.0249213 0.0238883 0.0228771 0.0216345 0.0203306 0.0181183 0.017099 0.0158815 0.0118168 0.00406466 0.0103631 0.0092477 0.00471102 0.00260999 0.00210103 0.00283077 0.00221232 0.00453668 0.00248653 0.00205015
internal_count=3910 3318 2986 2894 2828 2705 2617 2254 2228 2192 1949 243 1810 1756 529 323 206 186 363 1227 431 796
is_linear=0
shrinkage=0.00148603


Tree=2111
num_leaves=15
num_cat=0
split_feature=2 4 52 2 133 43 52 4 13 3 43 13 160 52
split_gain=7.29075e-05 0.000140721 0.000136645 0.000235288 0.000216772 0.000117899 0.000113158 0.000158026 0.000110863 0.000103608 0.000102838 9.50354e-05 0.000174096 8.1187e-05
threshold=0.10910500000000002 -0.48072499999999996 0.10701500000000001 0.099015000000000006 -0.090054999999999982 -0.044024999999999988 0.071660000000000015 0.0057500000000000008 -0.15078499999999997 0.076695000000000013 -0.074254999999999988 -0.032264999999999995 -0.025614999999999995 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 7 11 -7 10 -9 -6 -13 -10
right_child=5 2 -4 -5 6 8 -8 9 13 -11 -12 12 -14 -15
leaf_value=-0.0028305567548443326 0.0025237165077812516 -0.0033209934204105418 -0.0023444084204328089 0.0028285714269694795 -0.0026156853627115869 0.0018384597468095142 0.0021640934977720087 0.0015552141924336268 -0.0014879267569399453 0.0027812321003617023 -0.0013012945985180393 0.0019411900769837722 -0.0017403112373987435 0.00094023232830829336
leaf_weight=0.0010087473689441321 0.0012880216303821738 0.0010156813814487077 0.0012101997236562299 0.0014156899760939578 0.0014087507336250317 0.0012696971207488833 0.0011586322538209085 0.0012471091665006411 0.0019599789411999793 0.0010263317884742842 0.0012515069226236922 0.0010173292091605404 0.0017012925738790719 0.001047068394413056
leaf_count=165 313 365 519 223 714 155 391 149 208 47 134 99 325 103
internal_value=0 -0.000301547 -9.66786e-05 0.000145282 -0.00024129 0.000656464 0.000113722 -0.000196723 9.41065e-05 0.000898002 0.000124446 -0.00113166 -0.000362665 -0.00064243
internal_weight=0 0.0134613 0.0124525 0.0112423 0.00982663 0.00556477 0.00881095 0.00765232 0.00427674 0.00352495 0.00249862 0.00412737 0.00271862 0.00300705
internal_count=3910 3131 2966 2447 2224 779 1859 1468 466 330 283 1138 424 311
is_linear=0
shrinkage=0.00704007


Tree=2112
num_leaves=22
num_cat=0
split_feature=1213 1456 14 11 3 453 4 15 124 40 47 16 16 0 13 4 12 16 0 52 16
split_gain=0.000411043 0.000349933 0.000307686 0.00025345 0.000210126 0.000168094 0.000237706 0.000194405 0.000258567 0.000308212 0.000276615 0.000362809 0.000280289 0.00036371 0.000340907 0.000262207 0.000193844 0.000192858 0.00019098 0.000202953 0.000100905
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15002999999999997 1.0000000180025095e-35 0.27020000000000005 -0.11739999999999999 -0.061329999999999989 -1.0000000180025095e-35 0.092255000000000018 0.23932500000000004 -0.014099999999999998 -0.10462499999999998 -0.094679999999999986 0.035895000000000003 0.088285000000000016 -0.055679999999999993 -0.083424999999999985 0.071660000000000015 -0.27337499999999998
decision_type=2 2 2 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 -10 11 12 14 -14 -11 18 -15 -12 19 -16 -8
right_child=1 2 -4 -5 5 -7 20 8 9 10 17 -13 13 16 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00095134500246909452 -0.00085731283095638394 0.00066204394371629019 -0.00076505445875199205 -0.00058876709123828702 -0.00054090916518406316 -0.00047436727302600351 0.0009529982385642926 0.00078189490441074702 -0.00074289748690933106 0.0007508509947416267 0.0011254415791120671 -0.00072262200461914981 0.0012365654320876593 -0.00029057815823363355 -0.0001759407252774813 -0.00089406092794962211 0.00064137803108041001 0.00024147316079319492 -0.0005866013274353376 0.00069302037323555382 0.0002859361649360385
leaf_weight=0.0011086975227594586 0.0010614064966478201 0.0017857352427220153 0.0010568612241098887 0.0012419886276830985 0.0012034583297092635 0.0012010654303293835 0.0011122052198088948 0.0013307222360031947 0.0011102705452188952 0.0010317675635549374 0.001005330647046776 0.0014508162427826427 0.0010957997106189055 0.0012354055047634638 0.0016428509455082684 0.0011821533995979017 0.0010078082805046601 0.0015759960163166395 0.0011512507726874526 0.0011269380230505832 0.0011440125981857013
leaf_count=592 332 141 92 123 172 87 245 148 87 94 41 210 44 262 153 97 168 92 450 179 101
internal_value=0 2.93134e-05 6.74251e-05 0.000104649 0.000143107 9.814e-05 0.000133572 7.02692e-05 0.000116392 5.58026e-05 0.00012146 1.17575e-05 0.000124218 0.000491891 -7.58916e-05 -0.000243043 0.000128122 0.000585746 -4.67679e-05 0.000177612 0.000614765
internal_weight=0 0.0257538 0.0246924 0.0236356 0.0223936 0.0206079 0.0194068 0.0171506 0.0159471 0.0146164 0.0135061 0.0109248 0.00947397 0.00333901 0.00613496 0.00510319 0.00224321 0.00258133 0.00392104 0.00276979 0.00225622
internal_count=3910 3318 2986 2894 2771 2630 2543 2197 2025 1877 1790 1657 1447 474 973 879 430 133 782 332 346
is_linear=0
shrinkage=0.00157699


Tree=2113
num_leaves=23
num_cat=0
split_feature=1213 14 1456 1374 11 453 43 160 13 52 0 4 131 151 39 4 4 4 15 1 133 3
split_gain=0.000401724 0.000321085 0.000269432 0.000289725 0.000314511 0.000307255 0.000266167 0.000287854 0.000255023 0.000349743 0.000365596 0.000343264 0.000336368 0.00033199 0.000326713 0.000398087 0.00031082 0.00026927 0.000238102 0.00017997 0.000173041 0.000142665
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 0.25671000000000005 -0.11175999999999998 -0.074599999999999986 0.10701500000000001 -0.23029999999999998 0.25367000000000006 0.097135000000000013 -0.0095999999999999992 0.005105000000000001 -0.23071499999999998 -0.083329999999999987 0.022820000000000003 -0.10071499999999999 0.087930000000000022 0.086895000000000014 -0.078884999999999997
decision_type=2 2 2 2 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 11 10 -10 17 13 -12 15 -15 -17 20 -18 -20 21 -9
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 12 -13 -14 14 -16 16 18 -19 19 -21 -22 -23
leaf_value=-0.00096105062705689509 -0.00072894214585914139 -0.00081567008941094892 -0.00072535941569867337 -0.00042299253064925963 -0.0006258238181244953 -0.00058527562495646452 -0.00058560860775475065 -6.495001757613264e-05 0.00084804276668441075 0.0010787364471771966 0.000753037225579096 0.0014427365688028753 0.00086068189351716528 -0.0012660098192617307 0.00048394487085770603 0.00049347966332863649 1.9590730737902778e-05 -0.00020748036569941949 -0.00028355722536029508 -0.0012057371699068444 0.001172171720882265 0.00068464270171034972
leaf_weight=0.0011175870690831582 0.0010733858887855508 0.0011310138222199164 0.0010676048626518933 0.0014621376254261428 0.001339094358302261 0.0012896654212000138 0.0010015337174040786 0.0010139888554891868 0.0014688999986507351 0.0010319611072007193 0.0010070840367787598 0.0010052192213768421 0.0010206080848405791 0.0010932060241075573 0.0013671533087092486 0.0012706893004986123 0.0017631640859187506 0.0013346488529832889 0.0010298718949031541 0.0011691553424435508 0.0010940098764259595 0.0018656162573839263
leaf_count=592 312 112 66 340 123 88 181 234 68 64 158 159 123 114 112 171 99 90 223 160 173 148
internal_value=0 2.31653e-05 5.99826e-05 9.42733e-05 0.000131308 0.000176796 0.000223599 0.000264127 0.00031833 0.000182722 0.000100089 0.000580843 -1.29322e-05 -0.000115413 -0.000229098 -0.000383196 -0.000198766 0.000417627 -0.000420772 -0.000773852 0.000627587 0.00042069
internal_weight=0 0.0268997 0.0257687 0.0246953 0.0236277 0.0222886 0.0209989 0.0199974 0.0185353 0.0122218 0.0111898 0.00631348 0.00972093 0.00870032 0.00769324 0.00632609 0.00523288 0.00530826 0.00396219 0.00219903 0.00397361 0.00287961
internal_count=3910 3318 3206 2894 2828 2705 2617 2436 2096 1292 1228 804 1160 1037 879 767 653 645 482 383 555 382
is_linear=0
shrinkage=0.00160853


Tree=2114
num_leaves=16
num_cat=0
split_feature=147 52 15 11 4 2 133 2 4 3 150 12 2 42 15
split_gain=0.000104962 0.000138267 0.000192533 0.000163404 0.000131472 0.000222243 0.000151548 0.00016169 0.000150927 0.00013834 0.000224879 0.000125385 0.000180065 0.000102783 6.85652e-05
threshold=0.088410000000000016 0.28122000000000008 -0.24219999999999997 0.077330000000000024 -0.14301 0.106285 -0.090054999999999982 0.113945 -0.41745999999999994 0.096385000000000012 0.086025000000000018 0.088590000000000016 0.081110000000000015 0.091230000000000019 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -6 9 -4 10 11 12 -8 -13 -14
right_child=-2 -3 3 -5 6 -7 7 -9 -10 -11 -12 13 14 -15 -16
leaf_value=0.0023986617405522418 0.0021528442605646069 -0.0024839062297410085 -0.0021140732761995499 -0.0027080055901136336 -0.0029066779793352352 0.0034662852668800891 -0.0011998818224805419 -0.0022994592157021786 0.001662539084330801 0.0020567815368674183 -0.0032086610100556774 -0.0025208960429259812 0.0011288629850470873 0.00040205092108639497 0.0033922446285332588
leaf_weight=0.0014734415926492611 0.0010030727441192868 0.001125227571637996 0.0010061388654423187 0.0011564160022919387 0.0010193369001756771 0.0012675955434189312 0.0011272785963247593 0.0013891822818094752 0.0010102596179533832 0.0016183148459099073 0.0010023631110371301 0.0010616939453674396 0.0014817833926855919 0.001245340908612242 0.0011191402645917394
leaf_count=290 174 360 112 218 421 66 183 242 65 66 189 429 396 327 372
internal_value=0 -0.000140859 1.44256e-05 -0.000212151 -1.09967e-05 0.00120171 -0.000370934 -0.000113617 -0.000221908 0.000237187 -0.000181233 0.000321578 0.00110416 -0.000943085 0.00210276
internal_weight=0 0.0181035 0.0169783 0.0155048 0.0143484 0.00328399 0.0110644 0.0100451 0.0020164 0.00865592 0.0070376 0.00603524 0.0037282 0.00230703 0.00260092
internal_count=3910 3736 3376 3086 2868 243 2625 2204 177 1962 1896 1707 951 756 768
is_linear=0
shrinkage=0.00690203


Tree=2115
num_leaves=23
num_cat=0
split_feature=14 51 1213 1 47 50 376 47 12 52 1 42 3 160 15 457 151 13 15 1 4 0
split_gain=0.000395348 0.00036073 0.000343134 0.000341674 0.000559638 0.000352248 0.000243667 0.000236641 0.000312023 0.000293608 0.000328305 0.000192198 0.000284025 0.000189752 0.000268624 0.000235512 0.000304772 0.000182982 0.000142342 0.000136458 3.8308e-05 2.75946e-05
threshold=0.077685000000000018 -0.40274499999999996 -1.0000000180025095e-35 0.14000500000000002 0.11939500000000002 0.10625000000000001 0.048375000000000008 0.10783500000000001 -0.051479999999999991 -0.24084499999999998 0.11235500000000002 0.091735000000000025 -0.15121499999999996 -0.089804999999999982 -0.095799999999999982 0.088175000000000017 -0.0080899999999999982 -0.083924999999999986 -0.11219499999999999 1.0000000180025095e-35 0.24280000000000004 -0.083934999999999996
decision_type=2 2 2 2 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 -11 -14 18 16 -16 21 -15 -19 -12 -18
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 20 -13 13 14 15 -17 17 19 -20 -21 -22 -23
leaf_value=-0.00084960132700998134 -0.00087762067606780587 -0.00079576088131898747 -0.00061975998297448967 0.00080260591575387721 -0.0009596173989406281 -0.00072181966725978796 0.00074774291103399024 0.00078969589999993393 -0.00062024916091918652 0.00085373285374550089 0.00052984908446158615 -0.00049240296396668227 -0.00055560434973952967 5.2284982254050222e-05 -0.00058308856350846499 0.00083475006149398069 0.00083049911256321044 -0.00022812860302395114 -0.00066551656627838649 0.00037342205460179996 0.00094251724106201272 0.00047723493967718978
leaf_weight=0.0010580732075850521 0.0011822119683567158 0.0010492696516704999 0.0014326067145134852 0.0014520535822090527 0.0012084971053289975 0.0011381507079259124 0.0014310481790262069 0.0010798481689829878 0.0011584059704125389 0.0011669747104340782 0.0010468284885829507 0.0012045304369169502 0.0010186543830920528 0.0012940096445973881 0.0010956667420057055 0.001383600713737998 0.0010140359265507701 0.0016874971147112679 0.0012457786103834351 0.001780529696139399 0.0010207972075977345 0.0010180518452860242
leaf_count=138 126 566 188 154 94 325 153 58 262 66 69 304 234 123 105 86 131 339 68 197 82 42
internal_value=0 1.79097e-05 5.33128e-05 8.91244e-05 4.48986e-05 9.95393e-05 0.000143889 9.99068e-05 5.97911e-05 0.000116605 0.000170031 8.6258e-05 0.00014112 6.90443e-05 0.000129534 0.000266188 0.000146921 0.000292345 -0.0002998 8.07153e-05 0.000733585 0.000653518
internal_weight=0 0.0269849 0.0259268 0.0248776 0.0234255 0.022217 0.0210789 0.0196478 0.018568 0.0171354 0.015977 0.0139093 0.0127048 0.0115378 0.0105192 0.00797938 0.00659578 0.00550011 0.00253979 0.00346803 0.00206763 0.00203209
internal_count=3910 3784 3646 3080 2926 2832 2507 2354 2296 2108 1846 1695 1391 1325 1091 900 814 709 191 536 151 173
is_linear=0
shrinkage=0.00151575


Tree=2116
num_leaves=16
num_cat=0
split_feature=147 484 52 52 39 160 49 160 47 42 1 1 2 3 0
split_gain=8.68146e-05 0.000139112 0.000100426 0.00016295 0.000129803 0.000159763 0.000151443 0.00018842 0.000164136 0.000265105 0.000323161 8.25551e-05 5.9477e-05 5.24851e-05 5.19932e-05
threshold=0.088410000000000016 -0.0043499999999999988 -0.40083499999999994 -0.081429999999999989 0.085060000000000011 -0.078874999999999987 0.089635000000000006 0.066880000000000009 0.09252500000000001 -1.0000000180025095e-35 0.095575000000000007 1.0000000180025095e-35 0.083585000000000007 0.045635000000000002 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 5 -5 7 8 9 -7 12 -4 -11 -13 -14
right_child=-2 2 3 4 -6 6 -8 -9 -10 10 -12 13 14 -15 -16
leaf_value=-0.0023476180380965612 0.0018828851024932979 -0.0018840719893800228 0.00016679822032839386 -0.002303692170578409 0.0017592134052703122 -0.0024431691329594185 0.0020838412782148725 -0.0028985682665752469 -0.0020661158559316596 -0.001204410767233274 0.0041768428699814134 0.0033154849821759955 0.001734384367649159 0.0012025117424375922 -0.00026921687547167613
leaf_weight=0.0011591953154275183 0.001000734440493283 0.0011278622203147902 0.001342488319779035 0.0016903731597353979 0.001340279055720932 0.0010821580892352587 0.0012280360450802651 0.0011538702568673065 0.00136261668516139 0.0010026251210156828 0.0011905734050277061 0.0010547016073047255 0.0011420200197953794 0.0010155167948413535 0.0011379988281934334
leaf_count=592 174 349 161 542 238 551 178 92 76 200 131 178 322 91 35
internal_value=0 -0.000124557 2.8187e-05 0.000165183 -0.000189888 -0.000427584 -8.65773e-05 -0.00041678 -2.83615e-06 0.000503243 0.00121604 0.0014481 0.00014219 0.002279 0.000734351
internal_weight=0 0.0180303 0.0168711 0.0157433 0.0123306 0.0109903 0.0092999 0.00807186 0.00691799 0.00555538 0.00447322 0.00341271 0.00328264 0.00207022 0.00228002
internal_count=3910 3736 3144 2795 2365 2127 1585 1407 1315 1239 688 430 557 269 357
is_linear=0
shrinkage=0.00663402


Tree=2117
num_leaves=15
num_cat=0
split_feature=14 52 376 47 1 157 16 48 15 16 4 150 3 2
split_gain=8.19893e-05 8.47582e-05 0.000160428 0.000135482 0.000130103 0.000188824 0.000208367 0.000192789 0.000132431 0.00017246 9.55315e-05 8.63839e-05 8.5199e-05 9.25592e-05
threshold=0.020750000000000005 -0.27466499999999994 0.048375000000000008 0.11603500000000001 1.0000000180025095e-35 -0.064784999999999981 -0.055679999999999993 0.084905000000000022 0.085120000000000015 0.0015250000000000001 -0.00027999999999999998 0.083935000000000023 -0.082204999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 7 12 9 -3 -8 -9 -7 -14
right_child=-2 2 -4 -5 5 6 10 11 -10 -11 -12 -13 13 -15
leaf_value=-0.0015982082907480544 -0.0021391398833995978 -0.0035556939297764823 0.0027560586297142695 -0.0026482266720596614 0.003628570993537604 0.0041067264213882591 1.6285452137714175e-05 -0.0020846187164580516 0.0011386543276112803 -2.8590447730337525e-05 -0.0031868370252977367 0.00075949690407418359 -1.7436331771080054e-05 0.0029947889073674888
leaf_weight=0.0015578709726957107 0.0010032217143894481 0.0014966693231210247 0.0013718613994827917 0.0010196427782562809 0.0011598304392075051 0.0010218499494161351 0.0010218330545503779 0.0011271285268085671 0.0014111209904171702 0.0017420040073322044 0.0011483330750573497 0.0013787140755252836 0.0011961604586129618 0.0011735732400065951
leaf_count=410 153 870 193 111 191 199 241 65 707 161 120 87 261 141
internal_value=0 9.98216e-05 0.000262423 3.27821e-05 0.000229772 0.000753549 0.000340224 0.00108313 -0.000809654 -0.00165855 -0.00167863 -0.000519787 0.00226744 0.00147432
internal_weight=0 0.0178266 0.0162687 0.0148969 0.0138772 0.00922742 0.00806759 0.00589743 0.00464979 0.00323867 0.00217017 0.00250584 0.00339158 0.00236973
internal_count=3910 3757 3347 3154 3043 1305 1114 753 1738 1031 361 152 601 402
is_linear=0
shrinkage=0.0076204


Tree=2118
num_leaves=21
num_cat=0
split_feature=1213 14 403 0 12 403 16 39 457 2 16 16 13 16 16 3 13 3 13 2
split_gain=0.000403927 0.000259386 0.000178125 0.000214351 0.000265329 0.000191648 0.000172711 0.000174492 0.000198615 0.000213349 0.000286538 0.000284767 0.000273393 0.000340816 0.000354198 0.000169752 0.000165657 0.000160198 0.000129494 3.33677e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.03138500000000001 0.18055000000000002 0.11655500000000001 0.088015000000000024 0.050115000000000007 0.005105000000000001 0.082870000000000013 0.091025000000000009 -0.15168999999999996 -0.057604999999999996 -0.098524999999999988 -0.41862999999999995 -0.095109999999999986 -0.078669999999999976 -0.060719999999999989 0.090325000000000003 0.043015000000000005 0.097135000000000013
decision_type=2 2 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 7 8 9 10 -2 -12 -11 -14 -15 -8 19 -10 -18 -17
right_child=1 -3 5 -5 -6 -7 15 -9 17 12 11 -13 13 14 -16 16 18 -19 -20 -21
leaf_value=-0.00099529633829948208 0.00020710941431106091 -0.00076190608145277608 0.0010363749909555729 0.00075274882336574041 -0.00082316637515374266 4.5249527009557305e-05 -0.00075311328250564304 0.00062931650170711345 2.2721553767720124e-05 0.00082553648050003438 -0.0012818329082278494 -0.00019757055156901249 -0.00076417606169026985 0.00095174490214356702 -0.00029213726101906876 6.6742165124561979e-05 -0.00071524846155372897 0.00081717494140504023 6.3734512867359404e-05 0.00048859540505224411
leaf_weight=0.0010840328488400238 0.0016887128616606926 0.0010699170814305872 0.0010071501279354236 0.0010212040973363859 0.0010440513920154026 0.0010974157895635231 0.0012385653731137591 0.0016279624000100331 0.0012849393609777335 0.0012893255203213771 0.0011302322217167128 0.0015411622379404941 0.0012138763259113283 0.0011714603880835228 0.0013001727501889011 0.0010022631533805337 0.0012723530385991269 0.0014590919494839594 0.0010472827016596575 0.0010167642421212153
leaf_count=592 92 119 74 35 143 180 343 290 104 116 504 411 105 74 264 104 158 73 34 95
internal_value=0 2.81172e-05 6.41563e-05 1.92641e-05 -1.75831e-05 0.000519557 2.60315e-05 0.000125075 5.71152e-05 -5.69512e-05 -0.000321898 -0.000656308 0.000175257 -5.2235e-05 0.000297416 -0.000217384 -6.44486e-05 0.000445159 -0.000363549 0.000279184
internal_weight=0 0.0245239 0.023454 0.0213494 0.0203282 0.00210457 0.0192842 0.0137069 0.012079 0.00933494 0.00436011 0.00267139 0.00497483 0.00368551 0.00247163 0.00557723 0.00433866 0.00274403 0.00231964 0.00201903
internal_count=3910 3318 3199 2945 2910 254 2767 2033 1743 1566 1007 915 559 443 338 734 391 177 192 199
is_linear=0
shrinkage=0.0016407


Tree=2119
num_leaves=14
num_cat=0
split_feature=453 4 1 12 15 3 16 4 4 0 3 48 13
split_gain=7.88933e-05 0.000164872 0.000135066 0.000119906 0.000110588 0.000126993 0.000117456 0.000169743 0.000151253 0.000322679 0.000266557 0.000174849 0.000141131
threshold=1.0000000180025095e-35 0.24280000000000004 0.11198000000000001 0.10595000000000002 -0.10192499999999999 0.13772500000000001 -0.094359999999999986 -0.0025899999999999994 0.0057500000000000008 -0.10071499999999999 -0.015794999999999997 0.082070000000000018 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 10 -10 11 12 -8
right_child=-2 2 -4 -5 5 -7 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0023284116770957808 -0.0018876894993189155 3.0295845072657384e-05 0.0028802818723920559 -0.002577109837824569 0.00030816534419657717 0.0025767506494324042 -0.0020162893183534041 -0.0036749465698288843 0.0040686575939572331 -0.00072714081240802641 -0.002860426373419813 0.0030471041117906051 0.00097732493547722727
leaf_weight=0.0010191103322579964 0.0010951198193630543 0.0016509214679287015 0.0017840967706887791 0.0010504669239554858 0.0011719698141569972 0.0010067364986525726 0.0013906852755642832 0.0010424039983650277 0.0014228903360911094 0.0014716996217862023 0.0016177222396948068 0.0010870504575363482 0.0019517007043016871
leaf_count=254 99 185 338 314 170 87 1032 164 35 184 245 123 680
internal_value=0 9.85232e-05 0.00151054 -0.000242268 -5.62052e-05 0.00013418 -8.62392e-05 -0.00156686 0.000280429 0.00163032 -0.000365725 0.000545392 -0.000268245
internal_weight=0 0.0176675 0.00343502 0.0142324 0.013182 0.0121629 0.0111561 0.00221437 0.00894175 0.00289459 0.00604716 0.00442944 0.00334239
internal_count=3910 3811 523 3288 2974 2720 2633 334 2299 219 2080 1835 1712
is_linear=0
shrinkage=0.00718087


Tree=2120
num_leaves=15
num_cat=0
split_feature=403 484 132 484 42 457 133 160 2 3 0 0 4 4
split_gain=7.47938e-05 7.99805e-05 8.64133e-05 0.000127689 0.000145638 0.000120035 0.000145324 0.000113342 0.000156941 0.000276139 0.000188877 0.000147984 0.000271924 0.000119786
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.080815000000000012 0.087270000000000014 -0.10770999999999999 -0.0034949999999999994 -0.04034999999999999 0.091575000000000017 0.096750000000000017 0.086245000000000016 -0.072864999999999985 -0.19631499999999999 -0.065054999999999988 0.0021050000000000005
decision_type=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 13 -10 -13 -8
right_child=1 2 -4 -5 5 6 7 -9 11 -11 -12 12 -14 -15
leaf_value=-0.002089755062963041 -0.0018431126233388211 -0.0023622476448981271 0.0021508309301352573 -0.0024961733900812442 -0.0020121451024062609 -0.0016670295281984698 -0.0018416944905461764 -0.0010696211515781365 -0.0022456232756042911 0.0058795550984445874 0.0039020142136121467 -0.00091482021104727373 0.004073966193411202 0.0015939017145802838
leaf_weight=0.0010335613993038102 0.0012316478324663023 0.001192715079931299 0.0013792660545230663 0.0011213774742955549 0.001063742343682784 0.0013560885614061465 0.0010987758958799368 0.0013222439856860344 0.0010927690143229807 0.0010901887697119181 0.0012465809557666166 0.0016263111345525723 0.0011887874553185834 0.0015208741360013475
leaf_count=930 544 133 231 298 142 403 303 105 71 62 158 164 256 110
internal_value=0 0.000104977 0.000252179 7.66653e-05 0.000285746 0.000536279 0.000771136 0.00109572 0.00141871 0.00235543 0.00136171 0.00023065 0.00119189 0.000152889
internal_weight=0 0.0175314 0.0162997 0.0149205 0.0137991 0.0126064 0.0115426 0.0101865 0.00886429 0.00495642 0.00386623 0.00390787 0.0028151 0.00261965
internal_count=3910 2980 2436 2205 1907 1774 1632 1229 1124 633 571 491 420 413
is_linear=0
shrinkage=0.00792826


Tree=2121
num_leaves=20
num_cat=0
split_feature=1213 14 11 1374 457 484 3 457 2 1 52 133 49 0 15 2 0 42 3
split_gain=0.000388411 0.000297063 0.000206168 0.000226333 0.000211151 0.000254644 0.000261573 0.000219489 0.000194378 0.000188596 0.000276972 0.000220252 0.000206685 0.000224705 0.000365866 0.000209359 0.000202486 8.08322e-05 6.60317e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.094679999999999986 0.088055000000000008 -0.0043499999999999988 -0.12008499999999998 -0.067474999999999993 0.106035 0.13767000000000004 0.17829500000000004 -0.090054999999999982 -0.088729999999999989 -0.10071499999999999 -0.11739999999999999 0.08400500000000001 -0.032484999999999993 0.08401500000000002 0.086245000000000016
decision_type=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 -7 10 11 -9 -13 14 -14 -15 17 -17 -16
right_child=1 -3 -4 4 -6 6 7 9 -10 -11 -12 12 13 15 18 16 -18 -19 -20
leaf_value=-0.00091100106002576825 -0.00061918492325936019 -0.00076923762718782401 -0.00053153102675760114 -0.00056833584722704178 0.00068644582095531538 0.00014602437064003285 -0.00052021976890401873 -0.00056999781373926546 0.00096525029915625301 0.00061955755878931058 -0.00070856021346735979 -0.00040789163870919644 -2.2185610235763043e-05 -0.0003789236583479954 0.00066951400306992535 0.00026519402409348622 -0.00011812155894443204 0.00084813815395367816 0.0011637451477082407
leaf_weight=0.0010806748343880823 0.001004570674076887 0.0010585032951973541 0.0013200949816862808 0.0013119479357308747 0.0013986219028534466 0.0013076947527699201 0.0014132400089989635 0.0010075690282207355 0.0013548096526790898 0.0014737296512301783 0.0010260543334323748 0.0012740371817754345 0.0018404423247929055 0.0018388622854450462 0.0016185092037364034 0.0011080143289414167 0.0019608988425525754 0.0010783660248425697 0.001007813031234317
leaf_count=592 66 112 125 527 146 95 161 251 73 159 281 77 90 384 92 275 91 278 35
internal_value=0 1.6837e-05 5.10145e-05 8.44134e-05 0.000116511 7.78572e-05 0.00012176 5.12095e-05 0.000562886 0.000104219 4.90276e-05 0.000110069 0.000168499 0.000238752 0.000496024 4.67796e-05 0.000235532 0.000552714 0.000859168
internal_weight=0 0.0254038 0.0243453 0.0230252 0.0220206 0.020622 0.01931 0.0166475 0.0026625 0.0152343 0.0137606 0.0127345 0.0117269 0.0104529 0.00446676 0.00598614 0.00414728 0.00218638 0.00262632
internal_count=3910 3318 3206 3081 3015 2869 2342 2174 168 2013 1854 1573 1322 1245 217 1028 644 553 127
is_linear=0
shrinkage=0.00151575


Tree=2122
num_leaves=20
num_cat=0
split_feature=14 1213 1374 457 11 3 1 4 47 13 15 42 48 131 42 42 3 0 52
split_gain=0.000402241 0.000387573 0.000237506 0.00023241 0.000280889 0.000209396 0.000165157 0.000307794 0.00024205 0.000407924 0.000222242 0.000206321 0.000210384 0.000264113 0.000156768 0.000153076 0.000129579 0.000154262 0.000113889
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 0.088315000000000018 -0.15002999999999997 1.0000000180025095e-35 -0.083329999999999987 0.081905000000000019 -0.0024749999999999993 0.024640000000000006 -0.10298999999999998 0.10417000000000001 0.088315000000000018 0.060615000000000009 0.083725000000000008 0.086245000000000016 -0.23029999999999998 0.084240000000000023
decision_type=2 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 18 9 14 16 -10 13 -13 -8 -9 -11 -18 -7
right_child=-2 2 3 -5 -6 6 8 15 11 10 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.00090164928210611215 -0.00093867370044215263 -0.00067026928438449775 0.00059076869903499642 0.00067785285024535584 -0.00068027301356087964 0.00054880967757056198 0.0013227933695144319 -0.00081277503057506707 0.00051845485023353679 0.00071107053300667228 -0.00053052937179228204 -0.0008077605118148271 0.0002829594264384567 0.00014377560326845246 0.00051284368724795811 -0.00012839777799814471 0.00045404628527961514 -0.00027558574515556199 -4.9574987490993676e-05
leaf_weight=0.0010306341485600687 0.0010740211126781798 0.0010040323833186973 0.0018776707538926641 0.0015416668484674731 0.0011698651998948142 0.0012465405942070828 0.0010243173032948721 0.0016957691911571159 0.0010442191397856959 0.0010892457453990402 0.0010926742787672472 0.0019534079967487017 0.0012617361235244193 0.0010842906016912401 0.0012913063606148356 0.0014485443613667607 0.0013572704181115114 0.0014144698943825418 0.0019490314841620338
leaf_count=578 126 66 137 149 122 97 280 466 11 119 90 130 100 117 335 711 38 79 159
internal_value=0 2.71475e-05 6.61455e-05 9.75525e-05 5.68882e-05 9.82881e-05 4.94976e-05 -0.000154069 0.00015182 0.000335451 8.50463e-05 -9.79836e-05 -0.0002477 -0.000468115 0.000871125 -0.000497491 0.000259257 8.17017e-05 0.000183845
internal_weight=0 0.0255767 0.0245461 0.023542 0.0220004 0.0208305 0.0189528 0.00633989 0.0126129 0.00726928 0.00495366 0.00534365 0.00429943 0.0030377 0.00231562 0.00314431 0.00386099 0.00277174 0.00319557
internal_count=3910 3784 3206 3140 2991 2869 2732 1433 1299 941 326 358 347 247 615 1177 236 117 256
is_linear=0
shrinkage=0.00154607


Tree=2123
num_leaves=23
num_cat=0
split_feature=1213 14 1456 11 3 2 13 13 2 42 453 124 0 39 49 42 3 15 160 2 4 4
split_gain=0.000408315 0.000346685 0.000314557 0.000244402 0.000247773 0.000174345 0.000142121 0.000246419 0.000261298 0.000228883 0.000217335 0.000212703 0.000393173 0.000341628 0.000180387 0.000136517 0.000489932 0.00021099 0.00013507 0.000126342 0.00011717 9.99783e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 0.106035 -0.083514999999999992 -0.52445999999999982 0.097940000000000013 0.085195000000000007 1.0000000180025095e-35 -0.061329999999999989 -0.053834999999999994 0.11233000000000001 -0.069934999999999983 -0.088249999999999981 -0.075679999999999983 -0.095799999999999982 0.08234000000000001 0.10510500000000002 0.0021050000000000005 0.0057500000000000008
decision_type=2 2 2 2 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 -9 11 -8 14 -14 18 -16 -17 19 -13 -18 -10 -19
right_child=1 -3 3 -5 6 -7 10 8 20 -11 -12 12 13 -15 15 16 17 21 -20 -21 -22 -23
leaf_value=-0.00095352198113483996 -0.00078398924629577026 -0.00084375435094134342 0.00019327679622129431 -0.00056963686413365883 -0.00038077932504484535 0.00097577354397851543 0.00072556663855863422 -0.0003907859156651676 0.001240122140658024 0.00053896873475466794 -0.000696789233421575 -0.00067435287292046185 -0.0012082558201289876 5.0166976630103246e-05 0.00077852838099168851 -0.00079089221814797328 -0.00038610377427776999 0.00032233038526926312 0.00012678619548824459 0.00033992770426043368 0.00049682785544666623 0.00093018889620661931
leaf_weight=0.0010863180170002573 0.001023920459491178 0.0010735212066538538 0.0014230925517360561 0.0012505094483241655 0.0011092524630169631 0.0014094076969368707 0.0010687835945706299 0.0012099958954789316 0.0010273623229639095 0.0014445935673536303 0.0010421685956778512 0.0010592636378521942 0.0011427382892496537 0.0010112230999571592 0.001030328801560185 0.001110844426199094 0.0010520968566804373 0.0011969681560589076 0.0010344616909244708 0.0013751610967449868 0.0010837961013264348 0.0015369469059025032
leaf_count=592 312 112 121 123 52 80 176 252 71 255 57 57 203 33 198 613 67 187 45 72 133 99
internal_value=0 3.35101e-05 7.17265e-05 0.000108823 0.000146752 0.000582635 8.35542e-05 0.00028866 0.000444475 0.000115175 -4.65277e-06 5.25097e-05 -9.77168e-06 -0.000617462 0.000129536 0.000246536 0.000159143 0.00036362 -0.000278528 2.52288e-05 0.00085854 0.000664055
internal_weight=0 0.0257164 0.0246429 0.023619 0.0223685 0.0028325 0.019536 0.005875 0.00476575 0.00265459 0.013661 0.0126188 0.01155 0.00215396 0.00939607 0.00730235 0.00627202 0.00516117 0.00209373 0.00242726 0.00211116 0.00273392
internal_count=3910 3318 3206 2894 2771 201 2570 763 711 507 1807 1750 1574 236 1338 1236 1038 425 102 139 204 286
is_linear=0
shrinkage=0.00157699


Tree=2124
num_leaves=21
num_cat=0
split_feature=14 1213 11 13 132 52 52 12 47 43 457 4 13 376 16 51 457 2 13 1
split_gain=0.00042691 0.000384675 0.000190526 0.000194153 0.000361117 0.000302983 0.00021968 0.000235816 0.000440375 0.000299422 0.000355841 0.000264296 0.000277925 0.000248579 0.000183026 0.000231313 0.000176004 0.000172836 0.000103393 8.6192e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.089899999999999994 0.079995000000000011 0.10062000000000001 -0.40083499999999994 -1.0000000180025095e-35 0.11603500000000001 0.0041500000000000009 -0.068769999999999984 -0.08422499999999998 0.0015650000000000002 0.048375000000000008 -0.11180499999999999 0.08955500000000001 0.082870000000000013 0.099990000000000009 -0.13934999999999997 0.095575000000000007
decision_type=2 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 17 -5 13 9 10 -9 -12 14 -8 -13 16 19 18 -3 -16
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00093708983621671089 -0.0010051390114874039 -6.4755147729679319e-05 -0.00054595431558730409 -0.00077654208588767942 0.00080069744168925728 -0.00033404969335935973 1.8641648131673034e-06 -0.00083854441808234976 -0.0011335295926979318 -0.00085961838146007006 -0.00042827302684337806 0.00061580175422643773 0.00098688926262338063 0.001071670915292942 -0.0003694257800934023 -0.0005788137040690772 0.00074714230600723714 0.00097092734459731955 0.00063304786191553599 0.00026107460725823483
leaf_weight=0.0010754581678418937 0.0011363525604438643 0.0011203653767657556 0.0012965319828595048 0.0010581711426684926 0.0014509359896323131 0.0012446897677276247 0.0013325615952144961 0.0010265353551924686 0.0010063433661038337 0.0010009007075065949 0.0016086223529429332 0.0017648986795740914 0.0013249778054728323 0.0010417411616138218 0.0011059417283935365 0.0013476209114898705 0.0011497586659463543 0.0017994496046692676 0.0011669338494022337 0.0012358678766597464
leaf_count=578 126 72 125 288 234 116 170 158 77 278 261 155 159 140 492 68 73 165 108 67
internal_value=0 2.29549e-05 6.58272e-05 0.000100637 1.6937e-05 0.000374669 -5.41197e-05 -2.97165e-06 -9.25351e-05 -1.95254e-06 7.93065e-05 0.000178094 0.000301112 0.000471249 0.000163524 -1.4254e-06 0.000221426 0.000590521 0.00029125 -3.66852e-05
internal_weight=0 0.0251583 0.0240828 0.0227863 0.0174549 0.00533144 0.0160039 0.0149458 0.0125715 0.0115651 0.0105642 0.00953769 0.00792907 0.0023743 0.00660409 0.00483919 0.00349157 0.00408675 0.0022873 0.00234181
internal_count=3910 3784 3206 3081 2620 461 2386 2098 1788 1711 1433 1275 1014 310 855 700 632 345 180 559
is_linear=0
shrinkage=0.0016407


Tree=2125
num_leaves=20
num_cat=0
split_feature=1213 14 52 157 159 48 12 1 4 3 47 42 42 151 3 4 0 43 1
split_gain=0.000361038 0.000319065 0.000180307 0.000206136 0.000190132 0.000227695 0.000241085 0.000223736 0.000245209 0.000268309 0.0002347 0.00017312 0.000195029 0.000266201 0.000258212 0.000206237 0.000189315 0.000162332 0.000136123
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40083499999999994 -0.062769999999999979 0.10519500000000001 0.12862000000000004 0.11655500000000001 0.10752500000000002 0.053925000000000008 0.11265500000000002 0.09252500000000001 0.093785000000000021 -1.0000000180025095e-35 -0.084129999999999996 -0.015794999999999997 0.0051950000000000008 -0.066689999999999985 -0.079109999999999986 0.11634000000000001
decision_type=2 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 10 -9 18 11 12 -5 -14 16 -16 17 -15 -10
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 -13 13 14 15 -17 -18 -19 -20
leaf_value=-0.0010185732372004956 -0.00060491559376793264 -0.00094637906282840764 0.00042065592249214921 -0.00041821779701653282 -0.0007381442589167931 -0.00069394691722983091 -0.00069592365001748177 0.0008934721809486381 4.0039916536895255e-05 -0.0004377660999337102 -0.00079704213455814195 -0.00057518263219750901 -0.00059216169593752268 -0.0001615199967122786 -0.00038050943740021914 0.00039007644298311134 0.0010192737414768821 0.00065183245056812749 0.00079146209842479852
leaf_weight=0.0011649008094331758 0.0015866342405969095 0.0011165302557050718 0.0019070334136427744 0.001826697764309747 0.0010929019395679715 0.0013272750441504213 0.0012161490825185741 0.001226525410392392 0.0011390236284536809 0.0014005715665965646 0.0010438183232211679 0.001238722894341183 0.0010315851171742042 0.001086172580406497 0.0019755873342459712 0.0014319319008317954 0.001263010503923967 0.0012751364263815469 0.0011663400743536258
leaf_count=592 370 112 413 507 216 82 95 106 53 83 135 299 110 196 100 57 57 181 146
internal_value=0 -0.000138305 -0.000101076 -6.57799e-05 -0.000110504 -7.55934e-05 -3.07971e-05 1.64925e-05 0.000294268 9.59535e-05 -9.60643e-05 -3.03168e-05 3.79268e-05 0.000141262 0.000248857 -5.66884e-05 0.000536126 0.000277701 0.000420203
internal_weight=0 0.0253516 0.0242351 0.0226485 0.0207414 0.0196485 0.0183213 0.0171051 0.00493246 0.00370594 0.0121727 0.0111288 0.00989012 0.00806342 0.00703184 0.00340752 0.00362432 0.00236131 0.00230536
internal_count=3910 3318 3206 2836 2423 2207 2125 2030 388 282 1642 1507 1208 701 591 157 434 377 199
is_linear=0
shrinkage=0.00154607


Tree=2126
num_leaves=24
num_cat=0
split_feature=1213 14 3 39 47 124 48 12 51 1 0 160 160 133 13 13 49 159 457 4 4 12 12
split_gain=0.000362172 0.000358936 0.000223623 0.000266928 0.00044315 0.000298287 0.000341788 0.000247676 0.000271226 0.000499742 0.000631226 0.000302009 0.000287453 0.000236474 0.000239933 0.000292238 0.000442748 0.000178045 0.00016327 0.000245005 0.000309482 0.000213912 0.000155927
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 0.13419 0.13177500000000003 -0.036134999999999994 0.11930500000000001 -0.013124999999999998 0.08955500000000001 0.11198000000000001 -0.10303999999999998 -0.091109999999999983 0.031805000000000007 -0.085714999999999986 0.16421000000000002 0.076210000000000014 -0.085974999999999982 1.0000000180025095e-35 0.082870000000000013 -0.0021099999999999995 0.074650000000000008 0.084100000000000022 0.097345000000000015
decision_type=2 2 2 2 2 2 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 11 -11 -9 -10 -13 15 16 -15 18 19 21 -21 -18 -23
right_child=1 -3 -4 -5 -6 6 -8 8 12 10 -12 13 -14 14 -16 -17 17 -19 -20 20 -22 22 -24
leaf_value=-0.00091159919253494602 0.00066551979270802828 -0.00085915805208402281 0.000794267634714693 0.00075752778832193055 -0.00092915748212702895 -0.00071960392010325105 -0.00082536508095966085 -0.00081770058357239915 -0.0010284733120909284 0.001435996419248263 -0.0001606506780301141 0.00071285287174590423 0.00011558466855694141 -0.00082203347222675055 -0.00071070935253028991 0.0008442723425593359 0.00097626908431864591 -0.00040597386771547631 0.00078360896142552262 -0.00088954457732896418 0.00028145927707520031 -0.00032253266542592996 0.00050656677324052571
leaf_weight=0.0011433699712176245 0.0017955922466421628 0.0011732348924665117 0.0010047235003479973 0.0012135085324302955 0.001300435990610054 0.0010702722932288472 0.0012728847974053095 0.0010184056042501092 0.0011175007530256102 0.0015740076511185919 0.0010803982176151297 0.0014148688237036475 0.0011560899923472312 0.0014531405774818066 0.0010664281544546803 0.0011811722547219192 0.001129593360510983 0.0013029350112846519 0.0011930366273306126 0.0011070435693272844 0.0012358299102706027 0.0010866543305092097 0.0012761367518783762
leaf_count=592 267 112 162 50 61 134 63 291 201 38 121 260 75 81 74 114 110 207 88 160 55 514 80
internal_value=0 1.18549e-05 4.96323e-05 2.09079e-05 -1.50892e-05 3.54245e-05 -1.66262e-05 3.36795e-05 7.52517e-05 0.000144575 0.000786128 2.68481e-05 -0.000446735 9.08106e-05 1.76631e-05 8.84993e-05 -2.73787e-06 0.000140164 0.00024141 0.000130556 -0.000271858 0.000400515 0.000125262
internal_weight=0 0.0282239 0.0270507 0.0260459 0.0248324 0.023532 0.0217364 0.0204635 0.0193932 0.0171197 0.00265441 0.0144652 0.00227359 0.0134468 0.012032 0.0109655 0.00978437 0.00833123 0.00702829 0.00583526 0.00234287 0.00349238 0.00236279
internal_count=3910 3318 3206 3044 2994 2933 2666 2603 2469 2193 159 2034 276 1743 1483 1409 1295 1214 1007 919 215 704 594
is_linear=0
shrinkage=0.00160853


Tree=2127
num_leaves=23
num_cat=0
split_feature=1213 1456 11 14 1374 1 403 150 3 0 1 3 4 12 2 4 151 1 15 4 12 47
split_gain=0.000399453 0.000310576 0.000286897 0.000224942 0.000296865 0.000259522 0.000484846 0.000345491 0.000362148 0.000651128 0.00041354 0.000326234 0.000293735 0.000327647 0.000312177 0.000321189 0.000274745 0.000272858 0.000261381 0.00026911 0.000200567 9.39524e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.077685000000000018 -0.094679999999999986 1.0000000180025095e-35 0.03138500000000001 0.083205000000000015 0.090325000000000003 -0.13027499999999997 0.12811000000000003 0.16699000000000003 -0.083329999999999987 0.085185000000000025 0.106285 -0.48072499999999996 -0.016164999999999995 0.11198000000000001 -0.10071499999999999 -0.0010999999999999996 0.088590000000000016 0.10933000000000002
decision_type=2 2 2 2 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 12 7 8 9 -7 18 17 14 -14 15 -6 -9 -10 -11 -20 -15 -19
right_child=1 2 -4 -5 5 6 -8 16 11 10 -12 -13 13 20 -16 -17 -18 21 19 -21 -22 -23
leaf_value=-0.00085733050949502387 -0.00073833961414663109 -0.0006400122754354117 -0.00060577292271889226 -0.00054841256591569416 -0.00071036969044330591 0.0011958795349988767 0.0011649912771462543 0.0011446708163517431 -0.00095732149078390323 0.00033279649219772919 0.00089732109414531749 0.00049833477806425475 -0.0010029031100554722 0.00043326580089505531 0.00078254570172668516 0.00029943490973152054 0.00014957274123021539 0.00013107057352145781 -3.1884792058927603e-05 -0.00099043073834592156 -0.00036967042953665326 -0.00044650876267507248
leaf_weight=0.0011584925020371858 0.001112513943854118 0.0010642263300342228 0.0013549597853779174 0.0011456414310573306 0.0010433784316263364 0.0013678408637351003 0.0011641418264027878 0.0012905373932264319 0.001325706915138003 0.0015431482807903825 0.0010149796503502 0.0010336096225412178 0.0011418696713769369 0.0010332042660554513 0.0013595897370644039 0.0018610645242186363 0.0010832295984354598 0.0013013767438945223 0.0015125333632437206 0.0010554812426244531 0.0018296029525620219 0.0011056456176037344
leaf_count=592 332 66 143 72 22 77 71 187 92 105 123 107 261 212 23 210 90 35 366 103 588 33
internal_value=0 1.58352e-05 4.734e-05 8.23501e-05 0.000112296 0.000147005 0.000262518 0.000185461 7.89791e-05 0.000302816 6.45142e-05 -0.000225992 -5.97262e-05 -0.00034307 0.000206383 -6.33225e-05 0.000690574 -0.000426561 -0.000141092 -0.000425857 -7.98859e-05 -0.000134236
internal_weight=0 0.0277443 0.0266318 0.0252768 0.0241312 0.0230669 0.0147982 0.0136341 0.0112603 0.00649398 0.00512614 0.00476634 0.00826871 0.00400468 0.00426403 0.00290444 0.00237377 0.00373273 0.00411116 0.00256801 0.00286281 0.00240702
internal_count=3910 3318 2986 2843 2771 2705 1389 1318 1041 774 697 267 1316 1061 255 232 277 160 574 469 800 68
is_linear=0
shrinkage=0.00145689


Tree=2128
num_leaves=15
num_cat=0
split_feature=14 52 157 12 43 13 39 42 2 13 2 0 16 2
split_gain=8.28932e-05 8.90915e-05 0.000123677 0.000113268 0.000147254 0.000144509 0.000133229 0.00017199 0.000236613 0.000241044 0.000169216 0.000160599 0.000150091 0.00014692
threshold=0.054835000000000009 -0.40083499999999994 -0.062769999999999979 0.11655500000000001 -0.15109999999999998 0.17936000000000002 0.005105000000000001 0.091590000000000019 0.089910000000000004 -0.091849999999999987 0.096750000000000017 -0.10209999999999998 -0.083564999999999987 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 11 -10 -11 -6 -13 -12
right_child=-2 2 3 -5 6 -7 -8 -9 9 10 13 12 -14 -15
leaf_value=-0.0019384223960299376 -0.0021290851670740839 0.0021750788568625982 0.0039058475175747813 -0.0023843803606734162 -0.00396164934548476 0.00023280453631197891 0.0018385635394844409 -0.0033766287012392065 0.0031266286987441153 0.0022888176627780467 -0.0026080092186108166 0.0012269493995034628 -0.0026235105663554945 0.00062856294800996105
leaf_weight=0.0011443477162953629 0.0010001607203470172 0.0016256784753587222 0.0010733820988987871 0.0010302570043479601 0.0011689090196845839 0.0013495307943706472 0.0016146119317914974 0.0010231356034869155 0.0017008227417184274 0.0011236528993039119 0.0016681021310024011 0.0012216781642228535 0.0010512873780302023 0.00147504961784789
leaf_count=389 147 427 97 145 107 126 322 468 158 202 200 413 597 112
internal_value=0 7.98101e-05 0.000214666 9.05888e-06 0.000179469 0.00186001 -0.000158518 -0.000467597 -0.000151285 0.00074844 -0.000199547 -0.00171126 -0.000553957 -0.00108912
internal_weight=0 0.0182704 0.0171261 0.0155004 0.0144702 0.00242291 0.0120472 0.0104326 0.0094095 0.00596763 0.0042668 0.00344187 0.00227297 0.00314315
internal_count=3910 3763 3374 2947 2802 223 2579 2257 1789 672 514 1117 1010 312
is_linear=0
shrinkage=0.00747098


Tree=2129
num_leaves=16
num_cat=0
split_feature=147 484 48 48 0 52 12 16 42 0 16 52 4 4 3
split_gain=8.49101e-05 0.000125612 0.000103946 0.0001734 0.000129733 0.000114488 0.00012097 0.000145068 0.000287967 0.00013292 0.000153352 0.000195249 0.000174633 0.000106535 7.51017e-05
threshold=0.088565000000000019 -0.0043499999999999988 0.12649500000000002 0.10417000000000001 -0.23029999999999998 0.11588000000000002 -0.023959999999999995 0.41476000000000007 0.091955000000000023 -0.14867499999999997 -0.25582999999999995 -0.044539999999999989 -0.077679999999999985 -0.013929999999999998 -0.084129999999999996
decision_type=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 -8 -11 13 14 -12 -13
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 11 12 -14 -15 -16
leaf_value=-0.0021270166082958428 0.001744068585620094 0.0018893135566249795 -0.0019418486327341029 0.0024522305734501469 -0.0015672548592647656 -0.0018207110594471681 -0.0015622052185094977 0.0022025071252902806 -0.0029003665230951008 0.0028771145053099463 0.00044897252059690034 -0.00064590163952396432 -0.0024913007052425342 0.0032585461355453108 0.0016719639151087705
leaf_weight=0.0011468951966931732 0.0010026783288358257 0.0012353285875743537 0.0010022877207499494 0.0011681348514700788 0.0016936252784656757 0.0015586107938138872 0.0011558077660204771 0.001282837968738155 0.001196280422212731 0.0010911991569060664 0.001090442049484823 0.0011556258001637143 0.0012327126153407544 0.0010215123101864612 0.001036067280719033
leaf_count=592 168 55 104 114 360 461 65 185 342 91 209 426 377 157 204
internal_value=0 -0.000124905 1.08012e-05 0.00013375 -4.98631e-05 -0.000227116 -1.9373e-05 0.000236075 -4.48507e-05 0.000394034 0.00073519 0.000313024 -0.000608926 0.00180791 0.00044981
internal_weight=0 0.0180674 0.0169205 0.0159182 0.0147501 0.0135147 0.0119561 0.0102625 0.00897965 0.00778337 0.00662756 0.00553636 0.00342441 0.00211195 0.00219169
internal_count=3910 3742 3150 3046 2932 2877 2416 2056 1871 1529 1464 1373 1007 366 630
is_linear=0
shrinkage=0.00625138


Tree=2130
num_leaves=19
num_cat=0
split_feature=1213 14 45 124 16 47 1 48 0 15 16 4 16 50 47 1 43 12
split_gain=0.000416422 0.000378829 0.000179586 0.000289948 0.000227004 0.000235251 0.000280151 0.000312372 0.000328263 0.00025619 0.000297475 0.00023938 0.000230463 0.000266441 0.000198759 0.000235441 0.000174596 8.67071e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.08179500000000002 -0.061329999999999989 0.10994000000000002 0.09252500000000001 1.0000000180025095e-35 0.084500000000000006 -0.17106499999999999 0.085120000000000015 -0.08755499999999998 0.0057500000000000008 -0.087969999999999979 0.083215000000000011 0.10323000000000002 0.078340000000000007 -0.078454999999999983 0.051320000000000005
decision_type=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 -8 10 -5 -9 -10 -14 15 16 -6 -7
right_child=1 -3 -4 4 14 17 7 11 12 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00090550994821097695 0.00065559192058496629 -0.0008531905972594205 -0.00055613544298772086 -0.00097151634658901884 0.00024207696178153484 -0.00058844208847357222 0.0012575380650158695 -0.00046595774234756474 0.00077737687987476352 0.00035288022523475405 5.5283157901294239e-05 0.00036289257040634452 0.00043787432401320308 -0.00050291252763328635 0.0002434352848923942 -0.00090018724579837882 -0.00047878772712450681 2.0989777385903562e-06
leaf_weight=0.0011161639137023454 0.0018224066584776209 0.0010466470153094312 0.0010012957221920962 0.0011404877592284092 0.001381003402998765 0.0011919805824385935 0.0011625042623708559 0.001474052613746224 0.0019411846077627762 0.0015812050488675511 0.0013733489236691238 0.001609795277465409 0.0019598660359495534 0.0010060039982546787 0.0015589593447593308 0.001313698896175497 0.0016034238639996796 0.0010179162509164966
leaf_count=592 279 112 70 304 138 74 81 107 211 447 419 35 243 195 92 242 123 146
internal_value=0 2.20591e-05 6.0009e-05 8.66728e-05 3.80319e-05 0.000132429 0.0002073 0.000351837 0.000547514 -0.000115775 -0.000410559 -3.32907e-05 0.000379306 0.000118765 -0.000211105 -0.00037597 -0.000145217 -0.000316429
internal_weight=0 0.0251858 0.0241391 0.0231378 0.0213154 0.0154583 0.0132484 0.00915341 0.00606956 0.00409504 0.00251384 0.00308385 0.00490705 0.00296587 0.00585709 0.00429813 0.00298443 0.0022099
internal_count=3910 3318 3206 3136 2857 2262 2042 872 730 1170 723 142 649 438 595 503 261 220
is_linear=0
shrinkage=0.00148603


Tree=2131
num_leaves=14
num_cat=0
split_feature=11 4 150 160 133 16 0 0 4 52 4 16 15
split_gain=8.00673e-05 0.000103078 8.26184e-05 0.000110687 0.000141544 9.40734e-05 0.000136352 0.000216719 0.000129726 0.000109382 0.000170385 0.000110382 5.84807e-05
threshold=0.087830000000000005 0.27608500000000008 -0.081029999999999977 -0.082384999999999986 -0.090054999999999982 0.032820000000000009 0.047345000000000005 -0.053834999999999994 -0.083329999999999987 -0.081429999999999989 0.0051950000000000008 -0.30307999999999996 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 7 -7 -6 -10 -11 -12 -13
right_child=-2 -3 3 4 5 6 -8 -9 9 10 11 12 -14
leaf_value=0.0020069672617116815 -0.0021664365281144479 0.0017893720137698856 -0.0021299483282450288 -0.0028059072903356226 0.0026625628237440736 0.00014300513430487788 0.0012176691370744763 -0.0039808543592614216 0.0023451401068887955 -0.0027689289849357041 -0.0013691244768961428 0.00031883353361095916 0.0027962083298117648
leaf_weight=0.0010366838792786317 0.0010046535047057567 0.0019221756492678902 0.0016993155733361536 0.0010199748434198694 0.0016633894668324802 0.0018412856996658546 0.0015747418424498782 0.0013232063421595441 0.0011589956685886041 0.0012591102359036516 0.0011764027079000927 0.0011514159941981988 0.0011513248130608292
leaf_count=109 157 388 657 423 377 347 110 154 218 698 114 77 81
internal_value=0 8.83477e-05 -0.000115296 -0.000261783 -2.34467e-05 0.000207291 -0.0006513 -0.00158135 0.000745481 0.000204745 -0.000318804 0.000567902 0.00155747
internal_weight=0 0.017978 0.0160558 0.0150192 0.0133198 0.0122999 0.00473923 0.00316449 0.00756064 0.00589725 0.00473825 0.00347914 0.00230274
internal_count=3910 3753 3365 3256 2599 2176 611 501 1565 1188 970 272 158
is_linear=0
shrinkage=0.00777281


Tree=2132
num_leaves=22
num_cat=0
split_feature=1213 14 1374 1 403 4 457 0 11 3 2 3 16 0 2 51 4 4 3 49 15
split_gain=0.000359283 0.000343228 0.000279034 0.000231524 0.000488426 0.0004254 0.000334126 0.000323636 0.000245939 0.000322252 0.000725584 0.000314991 0.000296629 0.000238638 0.000210852 0.00026116 0.000178226 0.000247888 0.00018977 0.000181948 0.000171101
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 1.0000000180025095e-35 0.03138500000000001 -0.23071499999999998 0.041935000000000007 -0.089879999999999974 0.088160000000000002 0.090325000000000003 1.0000000180025095e-35 0.15165000000000003 0.5129800000000001 -0.10131499999999999 0.11635500000000001 -0.024374999999999997 -0.51381999999999983 -0.41745999999999994 -0.082139999999999977 -0.081629999999999994 -0.094924999999999995
decision_type=2 2 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 8 -4 9 10 12 14 13 -7 15 -11 -9 -18 19 -19 -12
right_child=1 -3 3 4 -6 6 -8 16 -10 11 20 -13 -14 -15 -16 -17 17 18 -20 -21 -22
leaf_value=-0.00087688245889180601 -0.00074531595231938066 -0.00082656728948107925 -0.00071112386381045679 -0.00078703898726598901 0.0011821482587060527 0.00018721688836960821 0.00087868685322621835 -0.00056552957200781107 -0.00063738852061625748 -0.00010424287541191702 0.001473117715396835 0.00055871800881861743 0.00073847554907692655 -0.00064420541745660619 0.00019588503055112605 -0.0011559658208398489 0.00085136230560001896 0.00077890692836871003 -0.00042538657101777656 -5.6595495563463098e-05 0.00066337060334810871
leaf_weight=0.0011730076540885778 0.0010480851706669006 0.0011553538492537199 0.0018455405077190054 0.0011883530885716783 0.0011560926130780294 0.0017377419569584154 0.0015806280617408916 0.0010324659526705846 0.0010085636633156989 0.0011187697965766574 0.0012329988027804939 0.0011542882806255539 0.0010379650830341092 0.0016968418829470368 0.0010417107830598127 0.0012356909264878979 0.0010176770971348503 0.0010061812131618719 0.0017053186950511182 0.0018219004739818689 0.0013700070496742434
leaf_count=592 66 112 405 218 77 41 150 23 60 18 152 133 34 561 35 48 27 30 464 565 99
internal_value=0 1.45056e-05 5.18272e-05 8.52612e-05 0.000193559 0.000119362 0.000195134 -0.000127498 0.00010962 0.000174423 0.000384974 -0.000152965 -2.83565e-07 -0.000223544 -0.000394852 -0.000656218 3.61071e-05 0.000148008 -9.88431e-06 0.000240661 0.00104693
internal_weight=0 0.0271922 0.0260368 0.0249887 0.0165597 0.0154036 0.0142152 0.00842908 0.0126346 0.011626 0.00707555 0.00455046 0.00447255 0.00343458 0.00339617 0.00235446 0.00658354 0.00555108 0.0045334 0.00282808 0.00260301
internal_count=3910 3318 3206 3140 1626 1549 1331 1514 1181 1121 887 234 636 602 101 66 1109 1086 1059 595 251
is_linear=0
shrinkage=0.00157699


Tree=2133
num_leaves=20
num_cat=0
split_feature=14 1213 11 3 13 52 39 4 453 4 1 4 0 52 52 16 52 2 42
split_gain=0.000407624 0.000378649 0.00018948 0.000242156 0.000222121 0.000273113 0.000255573 0.000354077 0.000219578 0.000219336 0.000195843 0.000157993 0.0002066 0.000308583 0.000238664 0.000266198 0.000159322 3.66671e-05 3.34221e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.089899999999999994 0.10062000000000001 0.005105000000000001 -0.23071499999999998 1.0000000180025095e-35 0.074650000000000008 0.085990000000000011 -0.084009999999999987 -0.10131499999999999 -0.048794999999999991 -0.010284999999999997 -0.19424999999999998 -0.07984999999999999 0.094825000000000007 0.091230000000000019
decision_type=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 7 -6 11 -8 -5 -9 14 18 16 -16 -13 -12 -14
right_child=-2 2 -4 4 6 -7 9 8 -10 -11 17 12 13 -15 15 -17 -18 -19 -20
leaf_value=-0.00093703399852449441 -0.0010097898058436603 0.00066847487858724642 -0.00056142031580277041 0.0001663077105312706 -0.0010428161843659019 -0.00030307218765397362 0.00084370849894206462 0.00055012144041677888 -0.00075760719397978957 -0.0001015984854552947 0.00069228215470812577 0.00018278742950444775 -0.00012434137869174884 -0.00083615141047363093 2.2520505750914334e-05 0.00095616288479644974 -0.00063654723939222198 0.0011328557147573842 0.00029584826003597488
leaf_weight=0.0010606224502097686 0.0010738318867718746 0.0018441445958780984 0.0012347810037267584 0.001737875003544327 0.0010738536307596394 0.0012926321367646709 0.0014633118421246141 0.0012852719284125571 0.0011053289768329097 0.0012046642218551291 0.0010001492075423224 0.0012210478425913607 0.0010132280571889017 0.0018681757568870475 0.0019369274382835672 0.0014281947522304913 0.0013399276846820241 0.0010344515906342555 0.001025103299670288
leaf_count=578 126 147 125 111 127 113 164 219 71 158 75 51 340 1049 105 59 49 139 104
internal_value=0 2.24057e-05 6.4614e-05 9.8408e-05 4.84186e-05 0.000347778 -4.65568e-05 -0.000139542 -6.0186e-05 0.000416877 0.00057079 9.15094e-06 -6.15622e-05 -0.000354483 0.000131532 0.000418769 -0.000245897 0.000916283 8.69774e-05
internal_weight=0 0.0251697 0.0241091 0.0228743 0.0210301 0.00506511 0.015965 0.0132971 0.0122232 0.00266798 0.00377248 0.0111179 0.0098326 0.00390651 0.0059261 0.00336512 0.00256098 0.0020346 0.00203833
internal_count=3910 3784 3206 3081 2934 438 2496 2174 2047 322 325 1976 1757 1493 264 164 100 214 444
is_linear=0
shrinkage=0.0016407


Tree=2134
num_leaves=21
num_cat=0
split_feature=1213 14 1456 1374 11 453 1 403 151 160 52 0 4 48 42 16 42 0 0 3
split_gain=0.000491725 0.00034815 0.000322204 0.000309663 0.000283816 0.000255106 0.000251143 0.000414438 0.000382753 0.000291515 0.000333463 0.000290713 0.000196397 0.000193073 0.000257794 0.000185612 0.000177234 0.000178603 0.000231544 0.000126116
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.03138500000000001 -0.016164999999999995 -0.11175999999999998 0.067395000000000024 -0.089879999999999974 0.24280000000000004 0.086065000000000016 0.084100000000000022 0.15100500000000003 0.095385000000000011 -0.10071499999999999 -0.032484999999999993 -0.005644999999999999
decision_type=2 2 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 11 8 -8 -10 12 -5 16 14 15 -13 17 -11 -19 -14
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 13 19 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.0010212869550493239 -0.00081102810068181563 -0.00082841794620414435 -0.0007546545970248471 -0.00059938306437622255 -0.0005822253737577806 -0.00049039653908684703 0.00090608977591161751 0.0012884718099761803 -0.00062085235715362143 0.00012830876136480621 0.00094364592543131004 0.000563521183947165 0.00088732103486736003 0.00067388911674411839 -0.00059493936676923288 -0.00015008154293200953 0.00052444833234817508 -0.0010193417865134377 2.1148952613198432e-05 0.00016262105904106029
leaf_weight=0.0011611402222985517 0.0010041533895875044 0.0011334639198946886 0.0010105812400142957 0.0016098966539171908 0.0012911023665775892 0.0013347625014952227 0.0019699079898840297 0.001083593595003097 0.0010982766243579087 0.0019942455961814405 0.0014111827771547403 0.0018934155924039964 0.0010579249494474148 0.0013753740084380475 0.0013064748147623949 0.0017389837622124454 0.0010152689667884407 0.0011265199557384227 0.0010076186566759012 0.0013712305396199331
leaf_count=592 312 112 66 345 123 88 270 70 136 85 88 346 84 107 413 69 96 251 112 145
internal_value=0 2.69158e-05 6.46384e-05 0.000100243 0.000136718 0.000178167 0.00022054 0.000354294 0.000270304 0.000146082 0.000239838 -1.18348e-06 0.000108684 0.000151335 5.81451e-06 0.000221889 -6.5841e-05 -0.000211007 -0.000528081 0.000478236
internal_weight=0 0.026834 0.0257005 0.0246964 0.0236858 0.0223947 0.0210599 0.0131358 0.0120522 0.0100823 0.00898399 0.00792414 0.00757281 0.00631425 0.00493887 0.0036324 0.00514365 0.00412838 0.00213414 0.00242916
internal_count=3910 3318 3206 2894 2828 2705 2617 1337 1267 997 861 1280 773 935 828 415 544 448 363 229
is_linear=0
shrinkage=0.00157699


Tree=2135
num_leaves=23
num_cat=0
split_feature=1213 14 11 3 124 13 4 1 2 16 2 15 52 47 0 16 12 15 16 49 16 1
split_gain=0.000371804 0.000334105 0.000181331 0.000235174 0.000190624 0.000234498 0.000282884 0.000281104 0.000219123 0.000203176 0.000218765 0.000340377 0.000210347 0.000379788 0.000186458 0.000140193 0.000238363 0.000210771 9.77262e-05 0.000117015 8.81546e-05 6.31386e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.094679999999999986 -0.23071499999999998 0.10521500000000002 0.10393500000000001 -0.41862999999999995 0.12238000000000002 -0.11739999999999999 -0.11271999999999999 0.10843500000000002 -0.092954999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10071499999999999 -0.072804999999999981 -0.069934999999999983 -0.087089999999999987 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
left_child=-1 2 3 -2 14 7 -7 8 20 -8 11 -11 13 -13 -5 17 -17 -14 19 -19 -6 -21
right_child=1 -3 -4 4 5 6 9 -9 -10 10 -12 12 15 -15 -16 16 -18 18 -20 21 -22 -23
leaf_value=-0.00096902347974076367 0.00065758942955447455 -0.000880257939213854 -0.00053782871850638846 1.6617914037127186e-05 0.00074372163161045548 -0.00086816155236567631 -0.00058064571201059802 0.0010458746353086803 -0.00051198814582500128 -0.00093460794331471568 0.00071052024804285315 -0.0011109951510525652 0.00063605709458321256 0.00030120142632408407 0.0010089839861458791 0.0011197041004242295 2.8008525456547915e-06 -0.00044498907451078954 -0.00054850643273263503 -6.3292757686508305e-05 5.9555524864992405e-05 0.00048353297093336068
leaf_weight=0.001069918543295508 0.0018212305834038869 0.0010664976936155526 0.0013005973267166118 0.0010052106458341252 0.0010100013098952032 0.0012023397220824747 0.0016335398592174531 0.001100925865464869 0.0010894713955849067 0.0010283690281180742 0.0011686609863315245 0.0010316910102293794 0.0012734280405508024 0.0010189247570930871 0.0010338946654491156 0.0010058073476671113 0.0010526863649043816 0.0010144717416196167 0.0010882515062485051 0.0010788063845808453 0.0010178922424665627 0.0012013794935812339
leaf_count=592 147 112 125 135 61 131 173 157 38 153 136 274 35 43 150 31 230 39 490 455 53 150
internal_value=0 1.84457e-05 5.80885e-05 9.19674e-05 4.30436e-05 -8.0757e-06 -0.000105349 0.000333172 8.14741e-05 -3.78907e-05 3.62254e-05 -3.67814e-05 5.77659e-05 -0.000409293 0.000519781 0.000181911 0.000548535 4.84867e-05 -0.000122228 1.85747e-05 0.000400307 0.000224818
internal_weight=0 0.0252441 0.0241776 0.022877 0.0210558 0.0190166 0.0147984 0.00421829 0.00311736 0.013596 0.0119625 0.0107938 0.00976545 0.00205062 0.00203911 0.00771483 0.00205849 0.00565634 0.00438291 0.00329466 0.00202789 0.00228019
internal_count=3910 3318 3206 3081 2934 2649 2340 309 152 2209 2036 1900 1747 317 285 1430 261 1169 1134 644 114 605
is_linear=0
shrinkage=0.0016407


Tree=2136
num_leaves=21
num_cat=0
split_feature=1213 14 3 124 484 4 0 40 48 52 1 52 4 160 13 12 2 0 4 151
split_gain=0.000461475 0.000279794 0.000261671 0.000310389 0.000275637 0.000245797 0.000294717 0.000324812 0.00034716 0.000227933 0.000256406 0.000499709 0.000256454 0.000239479 0.000309817 0.000413629 0.000207016 0.000198082 0.00016984 0.000184387
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 -0.061329999999999989 -0.0043499999999999988 -0.51381999999999983 0.15480500000000005 -0.064199999999999993 0.12675000000000003 -0.40083499999999994 0.10752500000000002 0.10218500000000001 0.11205000000000001 0.087825000000000014 -0.091849999999999987 0.086935000000000012 0.11260500000000001 -0.075294999999999987 -1.0000000180025095e-35 -0.0074049999999999993
decision_type=2 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 11 13 -12 14 -11 18 -14 -17 19 -16
right_child=1 -3 -4 4 5 6 -8 8 -10 10 12 -13 16 -15 15 17 -18 -19 -20 -21
leaf_value=-0.00095276490649917178 0.00060426677792200405 -0.00070829687208838368 0.00080293759616831099 -0.00062870007335584792 -0.00063112414122190022 -0.00079058290141826464 0.00083483325738999267 -0.00047986089099904519 -0.00067822761591507274 0.00081722736895899705 0.00098953182663744283 -0.00086449873816919233 -7.8869552640363979e-05 -0.00031946123980951946 0.001058262380884504 -0.00087765479879693925 0.00075014720216774505 5.1380014051863066e-05 -3.1849152597386631e-05 0.00028888942421296848
leaf_weight=0.0011592176794767697 0.0019615932777865856 0.0011523470402723382 0.0010318565217293787 0.0016095135432256302 0.0012543089314552515 0.0010795410720270257 0.0010693426255305163 0.0013403664635596542 0.0013443108186494959 0.0018521893500142951 0.0015017049264294249 0.0012226624950639762 0.0019072149634358215 0.0019559185233197782 0.0011537813410370523 0.0011139258535136842 0.0010861617862301526 0.0010011767233919578 0.0015784662120184216 0.0018847183302208304
leaf_count=592 265 112 162 539 44 128 38 292 69 74 50 377 53 114 88 434 86 127 85 181
internal_value=0 2.31168e-05 5.43926e-05 2.459e-05 -2.28772e-05 2.07588e-05 5.95262e-05 1.81186e-05 6.42066e-05 0.00012092 0.000170451 5.27792e-05 0.000478377 0.000159184 0.000268243 0.000117201 0.000221943 -0.000437899 0.000371501 0.000581036
internal_weight=0 0.0281011 0.0269488 0.0259169 0.0239553 0.0223458 0.0210915 0.0200221 0.0189426 0.0175983 0.0162579 0.0117628 0.00449508 0.0105402 0.00858426 0.00673207 0.00299338 0.0021151 0.00461697 0.0030385
internal_count=3910 3318 3206 3044 2779 2240 2196 2158 2030 1961 1669 1480 189 1103 989 915 139 561 354 269
is_linear=0
shrinkage=0.00151575


Tree=2137
num_leaves=15
num_cat=0
split_feature=124 1 0 48 133 403 4 49 0 49 2 3 3 3
split_gain=0.000103092 0.000126329 0.000150641 0.000140925 0.000174733 0.000126031 0.000212488 0.00014487 0.000192548 0.000121198 0.000227008 0.000199361 0.000116918 3.26434e-05
threshold=0.11158000000000001 0.076710000000000014 -0.089879999999999974 0.086065000000000016 1.0000000180025095e-35 0.019620000000000002 -0.16401499999999997 -0.047309999999999998 -0.15517999999999996 -0.006494999999999999 1.0000000180025095e-35 0.094625000000000015 -0.075954999999999981 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 6 -3 8 -8 -9 12 -12 -11 -4
right_child=-2 5 3 -5 -6 -7 7 9 -10 10 11 -13 -14 -15
leaf_value=-0.0035914423888066074 0.0025255666328374421 -0.0035136155950943964 0.001333502188652006 0.0022555628038794253 -0.0034729057092230979 0.0030923279378124845 8.0736184384730609e-05 -0.0027293115594255544 0.0044110138031015645 -0.0035659225033204656 0.0035478334466896256 -0.00028561416574776036 -0.0001637524293272153 -0.00070665612015916577
leaf_weight=0.001348886052683974 0.0010136471260111515 0.0010370544423197745 0.0010140607467815643 0.0010155316222731775 0.0014187569643597849 0.0010061777231974442 0.0015811413293420618 0.0010950775000425576 0.0012517764711749094 0.0011323701876837112 0.0018055232018563648 0.0018884726489417775 0.0017484473102482873 0.0011262618216270259
leaf_count=476 40 241 61 139 762 147 88 100 211 402 279 147 257 560
internal_value=0 -0.000176212 -0.00116902 -0.000454736 -0.00122808 0.000292533 4.84152e-05 0.000400133 0.00199415 -0.000188626 0.000234541 0.00158807 -0.00150105 0.000259948
internal_weight=0 0.0184695 0.0059235 0.00457461 0.00355908 0.012546 0.0115399 0.0105028 0.00283292 0.00766989 0.00657481 0.003694 0.00288082 0.00214032
internal_count=3910 3870 1998 1522 1383 1872 1725 1484 299 1185 1085 426 659 621
is_linear=0
shrinkage=0.00824856


Tree=2138
num_leaves=16
num_cat=0
split_feature=124 133 158 50 47 4 1 12 16 0 51 52 16 4 13
split_gain=8.43447e-05 0.000104914 0.000110858 0.000187469 0.000141449 0.000132736 0.000280671 0.000121915 0.000141672 0.000137241 0.000280272 0.000129642 0.000156387 9.83955e-05 8.56458e-05
threshold=0.11158000000000001 0.099765000000000006 0.084965000000000027 0.10119500000000002 0.117025 0.24280000000000004 0.11198000000000001 0.098180000000000003 -0.014099999999999998 -0.10462499999999998 0.081825000000000009 0.091210000000000013 0.05259500000000001 -0.077889999999999987 -0.0073699999999999989
decision_type=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 -1 12 -10 -11 -14
right_child=-2 -3 -4 -5 -6 6 -8 -9 11 13 -12 -13 14 -15 -16
leaf_value=-0.0048708314254141839 0.0022054760076861976 -0.0023436740622326002 -0.0024731767461729811 -0.0031454830856748662 -0.0024620842868553531 0.00014395507433732021 0.0054225584362062517 -0.0023407012241120351 0.0025456227693438031 -0.00076502112327797209 0.00027489001343496849 0.0039052009755388187 0.0010156579479341904 0.0024884975800404832 -0.002151965107350667
leaf_weight=0.0010374463994942398 0.0010046247869072702 0.001279201811290146 0.0010590814225358283 0.0010012244215231543 0.0010130629556784907 0.001627214943741421 0.0010364591692993246 0.0010514289877099356 0.0017489507182077398 0.001072853842680562 0.0018549830465002248 0.0010656210715878078 0.001022477661514129 0.0012830372102403962 0.0011289146069614099
leaf_count=115 40 599 367 362 92 137 215 242 418 475 97 84 172 304 191
internal_value=0 -0.00015403 1.07073e-05 0.000175703 0.00039824 0.000606267 0.00219791 0.000229939 0.000494553 -0.0004137 -0.00157076 0.00145445 0.000784872 0.00100687 -0.00064651
internal_weight=0 0.018282 0.0170028 0.0159437 0.0149425 0.0139294 0.00266367 0.0112657 0.0102143 0.00524832 0.00289243 0.00496596 0.00390034 0.00235589 0.00215139
internal_count=3910 3870 3271 2904 2542 2450 352 2098 1856 991 212 865 781 779 363
is_linear=0
shrinkage=0.00792826


Tree=2139
num_leaves=22
num_cat=0
split_feature=1213 1456 14 11 1374 453 1 403 151 160 52 0 13 0 12 15 3 2 3 43 15
split_gain=0.000414157 0.000405807 0.000243724 0.000257749 0.000274568 0.000233301 0.000250039 0.000348857 0.00038574 0.000270334 0.000377283 0.000264278 0.000191152 0.000284268 0.000153011 0.000345948 0.00015099 0.000243735 0.000167676 0.000100294 9.58252e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.03138500000000001 -0.016164999999999995 -0.11175999999999998 0.067395000000000024 -0.089879999999999974 -0.057284999999999996 -0.22851499999999997 -1.0000000180025095e-35 -0.10071499999999999 -0.115685 0.10362500000000001 -0.084129999999999996 -0.083899999999999988 -0.064869999999999983
decision_type=2 2 2 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 11 8 -8 -10 12 -6 20 -14 -15 -16 -13 18 -18 -20 -11
right_child=1 2 -4 -5 5 -7 7 -9 9 10 -12 16 13 14 15 -17 17 -19 19 -21 -22
leaf_value=-0.00089635744794829128 -0.00089062204189702587 -0.00061665439926669046 -0.00065030446953322218 -0.00058075391079669982 -0.00054518580222225911 -0.00044765525921716882 0.0008722953747833113 0.001172937332788236 -0.0005649721913561634 0.00014775941546803321 0.00093145953367257395 0.00053368315822105732 0.00063979066350007227 0.00024928221511110122 7.5676305553906909e-05 -0.0009330372422502709 -0.00022512907426120579 -0.00056415904114223714 0.0007751154521838553 0.00012654036025332478 0.00077205183127547342
leaf_weight=0.0011238538832029831 0.0010263371987361122 0.001041553937576988 0.0010149997648720424 0.0011905769474402908 0.0015971642049670345 0.001292782239378453 0.0018987215437892427 0.0010041035017432929 0.0010692512573380339 0.0010909985012945295 0.0014058549622035232 0.0015540531825403714 0.0010013125359815654 0.0010308138928481238 0.0015460123998964296 0.0014597046512030585 0.001250391370494524 0.0012432518086864242 0.0010895778899008279 0.0010188386271537146 0.0010808420275644727
leaf_count=592 332 66 92 123 345 88 270 70 136 185 88 53 38 92 60 268 357 190 34 301 130
internal_value=0 2.51024e-05 6.28762e-05 9.32074e-05 0.000128594 0.000164474 0.000203379 0.000332684 0.000259848 0.000139776 0.000227241 -6.55176e-06 8.99211e-05 -6.89518e-05 -0.000244764 -0.000414198 0.000133193 -2.04655e-06 0.000206018 0.000461708 0.000458446
internal_weight=0 0.0259071 0.0248808 0.0238658 0.0226752 0.0216337 0.0203409 0.0125876 0.0115835 0.00968479 0.00861554 0.00775328 0.00720968 0.00503784 0.00403653 0.00300572 0.00615611 0.00460206 0.00335881 0.00210842 0.00217184
internal_count=3910 3318 2986 2894 2771 2705 2617 1337 1267 997 861 1280 773 458 420 328 935 882 692 335 315
is_linear=0
shrinkage=0.00148603


Tree=2140
num_leaves=16
num_cat=0
split_feature=51 1 48 457 2 52 150 13 47 4 42 3 13 2 43
split_gain=8.67018e-05 0.000229365 0.000170993 0.00013719 0.000122761 0.000180307 0.000115546 0.000134754 0.0001785 0.000147789 0.000109839 0.000129533 0.00010272 7.87878e-05 5.59418e-05
threshold=-0.40274499999999996 0.14000500000000002 0.12862000000000004 0.088055000000000008 0.11542500000000001 0.11401500000000002 0.085845000000000019 0.0024700000000000004 0.09252500000000001 0.05309500000000001 0.078965000000000021 -0.010319999999999998 -0.080424999999999983 0.091025000000000009 -0.26007999999999992
decision_type=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 -6 -13 -9
right_child=1 -3 -4 -5 12 -7 -8 14 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0020374746025558568 0.0027450618521344615 0.0031900758406342633 -0.0029239578577613238 0.0022308110047945216 -0.000225748182498117 -0.0030850472250496361 -0.0023917071256880852 -0.00027941612440242851 -0.0020704088652091553 0.002915090216169672 -0.0010708038571581185 -0.0011793825954896835 0.0028570707195834915 0.0013989509707987042 -0.0024630203560951089
leaf_weight=0.0010059366781007368 0.0014320962505853102 0.0011077926858795257 0.0010109348446169777 0.0013252383972468381 0.0010035551235684226 0.0011280237832888259 0.0010242825977891676 0.001126180990257887 0.0011384534284727098 0.0014749111632556024 0.0017177765105084982 0.0012222864100822689 0.0011490373768228189 0.0011308685067312751 0.0012022658901781795
leaf_count=145 531 157 92 180 108 482 204 129 165 204 831 95 208 77 302
internal_value=0 8.57298e-05 -0.000115546 6.10719e-05 -0.000133875 -0.000399373 -0.000135228 8.60553e-05 0.000514356 0.000936061 0.000405645 0.00107567 0.00141984 5.97012e-05 -0.00140689
internal_weight=0 0.0181937 0.0170859 0.016075 0.0147497 0.0125971 0.0114691 0.0104448 0.00811639 0.00697794 0.00550303 0.00378525 0.00215259 0.00235315 0.00232845
internal_count=3910 3765 3608 3516 3336 3020 2538 2334 1903 1738 1534 703 316 172 431
is_linear=0
shrinkage=0.00704007


Tree=2141
num_leaves=22
num_cat=0
split_feature=1213 14 1456 1374 11 453 1 403 151 160 52 13 0 0 3 2 3 47 3 0 43
split_gain=0.000411561 0.00030817 0.000293899 0.000291338 0.000295401 0.000279413 0.000233579 0.00036808 0.000385079 0.000313285 0.000401413 0.000250165 0.000245631 0.000238888 0.000206499 0.000268763 0.000185664 0.000178716 0.000178632 0.000107083 9.91225e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.03138500000000001 -0.016164999999999995 -0.11175999999999998 0.067395000000000024 -0.057284999999999996 -0.089879999999999974 -0.22384499999999996 -0.115685 0.10362500000000001 -0.084129999999999996 0.10783500000000001 0.090325000000000003 -0.10071499999999999 -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
left_child=-1 2 -2 -4 5 6 12 8 -8 -10 11 17 -5 -13 -14 16 -16 -11 19 -15 -18
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 13 14 18 15 -17 20 -19 -20 -21 -22
leaf_value=-0.0010520151592489293 -0.00085297392725418829 -0.00086133528630600892 -0.00081461014308208579 -0.00060265096923157275 -0.00068002927997078274 -0.00058756389121858129 0.0010068591309741418 0.0013816284005423952 -0.00073857722969948906 0.00013135006324161395 0.0011206984052303613 0.00063733711065262202 0.00070397020841747734 0.00030785876040075901 -0.00030181034933927415 -0.00071892669797931003 0.00090448231186843794 0.0010985839504172481 -0.00078483340853479722 -0.0004028548212223756 0.00015174109800599825
leaf_weight=0.0011240933136759104 0.0010175512082770148 0.0011410893704920646 0.0010070815495528676 0.0016189555982952068 0.0012538525525620505 0.0013206559451377489 0.0019318781487959328 0.0010292167603956912 0.0010575992148949007 0.0012616797309075948 0.0013963387288047913 0.0010259199189297493 0.0015728232788452673 0.0013669983781240619 0.0012590049584334378 0.0012423368733679857 0.0011012887469791233 0.0010704308378083893 0.0014815441672673124 0.0012129017264448406 0.0010228862586815907
leaf_count=592 312 112 66 345 123 88 270 70 136 262 88 41 53 43 357 190 34 53 80 294 301
internal_value=0 2.37116e-05 6.37068e-05 0.000102198 0.00014195 0.000188856 0.000238507 0.00038302 0.000295958 0.00015686 0.000264282 0.000103106 1.24541e-06 -0.000113357 0.000158978 -2.63365e-05 0.000227989 0.000575307 -0.000302982 -2.62727e-05 0.000542003
internal_weight=0 0.026392 0.0252509 0.0242334 0.0232263 0.0219725 0.0206518 0.0128345 0.0118053 0.00987341 0.00881581 0.00741947 0.0078173 0.00508736 0.00619834 0.00462552 0.00338318 0.00233211 0.00406144 0.0025799 0.00212418
internal_count=3910 3318 3206 2894 2828 2705 2617 1337 1267 997 861 773 1280 458 935 882 692 315 417 337 335
is_linear=0
shrinkage=0.00174112


Tree=2142
num_leaves=22
num_cat=0
split_feature=1213 14 1374 11 1 403 150 151 4 2 0 39 0 1 15 0 12 1 12 3 4
split_gain=0.000421513 0.000316991 0.000260333 0.000219477 0.000254255 0.000430622 0.000331147 0.000299173 0.000297039 0.00029277 0.000293183 0.000269571 0.000281347 0.000426583 0.000288463 0.000348695 0.000255566 0.000220331 0.000189227 0.000179065 0.000163233
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 0.03138500000000001 0.083205000000000015 -0.016164999999999995 -0.083329999999999987 0.106285 0.12500000000000003 0.005105000000000001 -0.10131499999999999 0.10113500000000002 -0.035939999999999993 -0.11756999999999999 0.085185000000000025 0.11395500000000001 0.088590000000000016 -0.074234999999999982 0.074650000000000008
decision_type=2 2 2 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 11 -8 9 10 -4 12 14 -14 15 17 -10 -6 -18 -15 -13
right_child=1 -3 3 -5 5 -7 7 -9 16 -11 -12 20 13 19 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.00098714947406810128 -0.00073499821173209784 -0.00085203578346891107 0.0004190001517408774 -0.00055402604040164719 -4.2521447571658692e-05 0.0012716976773105122 0.001239354714666384 9.6442862494323163e-05 -0.0010692414557439474 0.00086095826496495839 -0.00060588732454724026 0.0010087541266531942 -0.0012621423330027226 0.00048385098496809545 0.00068021901791454357 0.00072850255631953743 0.00039063530434065442 -0.0009552524745191106 -0.00047924964034762281 -0.00049459286085408449 0.00016780752683118655
leaf_weight=0.0011574144571360042 0.0010629397025332379 0.0010678399974653188 0.0015510334203536202 0.0013308091972428207 0.0019510599859433597 0.00104865764928297 0.0013696831708423229 0.0011212200226238542 0.001158599006674671 0.0012738403577046142 0.0014572893555782236 0.001117165945756283 0.0011428736617668531 0.0010032729691993314 0.0018597998924949613 0.0010275804872081906 0.0010691938790904146 0.0011210016670735179 0.0018173530527052853 0.0010107322535382601 0.0013999570642366753
leaf_count=592 66 112 208 125 74 72 191 92 307 26 37 76 445 130 67 26 273 47 654 126 164
internal_value=0 2.40028e-05 6.01296e-05 9.41664e-05 0.000130873 0.000257301 0.000181988 0.0007249 -9.94883e-05 0.000201686 -7.7475e-05 6.57413e-05 -6.54947e-05 -0.000461511 0.000144286 -9.88395e-05 -0.00041831 -0.000375579 -0.000157039 -7.18287e-06 0.000541042
internal_weight=0 0.0269619 0.0258941 0.0248311 0.0235003 0.015173 0.0141243 0.0024909 0.00832731 0.00428216 0.00300832 0.0116334 0.00911632 0.00315688 0.00595944 0.00409964 0.00404515 0.00307206 0.00288655 0.00201401 0.00251712
internal_count=3910 3318 3206 3140 3015 1510 1438 283 1505 271 245 1155 915 701 214 147 1234 121 927 256 240
is_linear=0
shrinkage=0.0016407


Tree=2143
num_leaves=20
num_cat=0
split_feature=1213 1456 11 14 1374 453 0 48 13 0 2 3 1 1 2 42 13 0 133
split_gain=0.000371279 0.000284001 0.000266103 0.000264911 0.000316987 0.000271927 0.000237305 0.000300745 0.000244091 0.000330176 0.000389165 0.000269779 0.000287465 0.000285051 0.000608975 0.000304768 0.000156746 0.000198139 3.59189e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.077685000000000018 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.10417000000000001 -0.51172499999999987 0.076335000000000014 0.106285 0.076695000000000013 0.11198000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.083725000000000008 -0.084084999999999979 -0.07773999999999999 0.085050000000000014
decision_type=2 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 11 -11 13 -13 15 16 -10 -15 -18 -17
right_child=1 2 -4 -5 5 -7 7 -9 9 10 -12 12 -14 14 -16 18 17 -19 -20
leaf_value=-0.00083494903232755868 -0.00072519364792630208 -0.00069753618444315553 -0.00059063716335078806 -0.00064597411008070053 0.00070821895245133984 -0.00047525278516263343 -0.00057343260375888178 0.00070274802703907562 -0.00059524889782151759 7.8872345972368714e-05 0.001159072738699202 -0.00074820548915714052 9.270257395712752e-05 0.00053795577286663149 0.0010874100046061172 0.00043810156643627829 -0.00043834886509114377 0.00028409724872668294 4.0869111748708619e-05
leaf_weight=0.0011798617554868293 0.0010953488905382424 0.0010184022768839887 0.0013706065012496762 0.0010580235627283266 0.0017983494743285455 0.0014414766393353587 0.0011646752819419138 0.0019234401478718756 0.0018534523595127202 0.0015867296230412517 0.0013745287332716238 0.0017495050962241807 0.0018438682299021514 0.0011387259581971398 0.0017828537337516194 0.0010085308483473998 0.0017891736439607508 0.0015774535881662513 0.0010021932308995965
leaf_count=592 332 66 143 72 78 88 46 185 547 92 50 115 111 109 231 157 239 230 427
internal_value=0 1.63046e-05 4.69745e-05 8.1776e-05 0.000113787 0.000149657 0.000191373 0.000144418 8.4328e-05 0.000130182 0.000580269 3.32189e-05 -0.00031671 0.000157074 0.00035227 -0.000160569 6.13608e-05 -9.98424e-05 0.000240111
internal_weight=0 0.0275773 0.026482 0.0251114 0.0240534 0.023035 0.0215935 0.0197951 0.0178717 0.016707 0.00296126 0.0137458 0.00359337 0.0101524 0.00628821 0.00386418 0.00450535 0.00336663 0.00201072
internal_count=3910 3318 2986 2843 2771 2705 2617 2539 2354 2308 142 2166 226 1940 809 1131 578 469 584
is_linear=0
shrinkage=0.00148603


Tree=2144
num_leaves=22
num_cat=0
split_feature=1213 14 11 3 13 52 39 4 4 453 1 0 150 48 16 52 4 3 0 4 4
split_gain=0.000393127 0.000318285 0.000168807 0.000271133 0.000200483 0.000323681 0.000182613 0.000309417 0.000248269 0.000195388 0.000161987 0.000159583 0.000278316 0.000220305 0.000187374 0.000155247 0.000117397 0.000100844 8.82076e-05 5.33055e-05 4.44982e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15002999999999997 -0.089899999999999994 0.10062000000000001 0.005105000000000001 -0.23071499999999998 0.074650000000000008 1.0000000180025095e-35 0.085990000000000011 -0.230625 0.087235000000000021 0.092930000000000013 -0.083564999999999987 -0.07984999999999999 -0.013929999999999998 -0.089974999999999986 -0.10131499999999999 0.056740000000000006 -0.0017649999999999999
decision_type=2 2 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 10 7 -6 -8 11 -5 13 14 -9 17 16 -16 -13 -17 -12 -19
right_child=1 -3 -4 4 6 -7 8 9 -10 -11 19 12 -14 -15 15 18 -18 20 -20 -21 -22
leaf_value=-0.00095802681925450967 0.00067046334286561984 -0.00081119399082281158 -0.00049891940771831463 0.0002044430938676073 -0.0009452514647584465 -0.00036844684679115318 0.00077964646597066347 0.00093631238434224316 -0.00020306922499924529 -0.00069212642307938266 0.0011280722943388336 -6.5120788122953997e-05 -0.00087549404735843823 -0.00010258285786767386 -0.0002737271722041989 -0.00013256228132475331 0.00044361859146249634 0.00076942454083795677 -0.00072149762550838465 0.00060868240048573283 0.00029716259568705097
leaf_weight=0.00109430415623711 0.0019481962554887223 0.0011227980575732313 0.0013029972744273968 0.0018153744420960861 0.0010829009770519553 0.0013202656662779921 0.001481444051954022 0.0010487627933324336 0.0012071603309103396 0.001112070030194646 0.0010077575358703461 0.0011044704440755226 0.0010060873862277895 0.0010638467591235212 0.0010625963112726941 0.0012556744673399827 0.0013279749588213704 0.001048970424116405 0.0013824206445696586 0.0010377173212459956 0.0010164136854836619
leaf_count=592 147 112 125 111 127 113 164 67 158 71 104 85 162 29 227 40 188 195 794 110 189
internal_value=0 2.63485e-05 6.45244e-05 9.5993e-05 4.36506e-05 0.000319074 -4.44314e-05 -0.000120609 0.000338416 -4.87619e-05 0.00055418 1.44574e-05 -7.70504e-05 0.000413156 2.09311e-05 -0.000172136 0.000124762 0.000327214 -0.000441178 0.000864574 0.000537016
internal_weight=0 0.0257559 0.0246331 0.0233301 0.0213819 0.00518111 0.0162008 0.0135122 0.0026886 0.0124293 0.00386085 0.0113172 0.00920461 0.00211261 0.00819852 0.00502867 0.00239057 0.00316985 0.0026381 0.00204547 0.00206538
internal_count=3910 3318 3206 3081 2934 438 2496 2174 322 2047 325 1976 1880 96 1718 1249 415 469 834 214 384
is_linear=0
shrinkage=0.00160853


Tree=2145
num_leaves=22
num_cat=0
split_feature=1213 14 11 3 13 52 124 4 1 453 0 43 15 49 52 15 3 16 133 0 2
split_gain=0.000418091 0.000343208 0.000190828 0.000235142 0.000230917 0.000417569 0.000246662 0.000346489 0.000246069 0.000160805 0.00014902 0.000146588 0.000264649 0.000146428 0.000142736 0.000244166 0.000276034 9.16215e-05 6.36185e-05 6.19353e-05 3.55286e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15002999999999997 -0.083514999999999992 0.11588000000000002 -0.061329999999999989 -0.23071499999999998 0.08844500000000001 1.0000000180025095e-35 0.047345000000000005 -0.078644999999999979 -0.017214999999999998 -0.07107999999999999 0.12267000000000002 -0.095799999999999982 0.086245000000000016 0.011450000000000002 0.084285000000000013 -0.070894999999999986 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
left_child=-1 2 3 -2 5 8 -6 -8 10 11 18 12 -9 -13 15 -15 19 -14 -5 -17 -10
right_child=1 -3 -4 4 6 -7 7 9 20 -11 -12 13 17 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0010647698596778657 0.00069033123197083867 -0.00093147993135887428 -0.00058748246137855706 -0.00036334737318619904 0.00066954586431339225 -0.00070049455386500818 -0.0010777024788360295 -0.00089327145346170813 0.00075722733181587932 -0.00067128332701099267 0.00072423309029001073 -0.00032206463603936272 -0.00025777385220807666 -0.00037990369366295402 0.00082339026128297769 -0.00023401438039352804 0.0010819262682496757 0.00047759285555890708 0.00024324686988989254 0.00034912389741392433 0.0012116252290287272
leaf_weight=0.0011079541233345305 0.0019166374071039041 0.0010827680807941878 0.0012678055774335553 0.001019719397331178 0.0012679642705878636 0.0010015240421943905 0.0010840668426509497 0.0013422065845678614 0.0010131505188244599 0.0011531638304189675 0.0011687024671687141 0.0016510874100710291 0.0010536290278164726 0.0018009913908901007 0.0011221753653199162 0.0011468157365273112 0.0012070802522243795 0.0010021637900892166 0.0010784723437679347 0.001064802347032376 0.0010752137471280176
leaf_count=592 147 112 125 155 185 169 128 316 99 55 18 57 204 162 197 457 50 62 282 181 157
internal_value=0 2.77564e-05 7.02582e-05 0.000106249 5.35749e-05 0.000331396 -6.49826e-05 -0.000133323 0.000524377 -5.17095e-05 0.000225975 1.10131e-05 -0.000291915 0.000139795 0.000260039 0.000138925 0.000412247 0.000100705 -5.15574e-05 4.67425e-05 0.000991178
internal_weight=0 0.0255201 0.0244374 0.0231696 0.0212529 0.00635678 0.0148961 0.0136282 0.00535526 0.0125441 0.00326689 0.011391 0.003398 0.00799295 0.00634187 0.00521969 0.0034187 0.00205579 0.00209819 0.00221162 0.00208836
internal_count=3910 3318 3206 3081 2934 880 2054 1869 711 1741 455 1686 582 1104 1047 850 688 266 437 638 256
is_linear=0
shrinkage=0.00174112


Tree=2146
num_leaves=16
num_cat=0
split_feature=1 0 2 12 12 403 4 15 15 3 12 16 0 1 3
split_gain=8.4778e-05 0.000201632 0.000232959 0.000197728 0.000128377 0.000111364 0.000181651 0.00012436 0.000189877 0.000160426 0.000247607 0.000182014 0.000157704 4.77427e-05 4.5546e-05
threshold=0.076710000000000014 0.047345000000000005 0.106285 0.085185000000000025 0.088590000000000016 0.023840000000000004 -0.16401499999999997 0.079360000000000014 -0.017214999999999998 0.086245000000000016 0.092365000000000017 -0.063614999999999991 -0.22384499999999996 0.10113500000000002 0.086245000000000016
decision_type=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 10 13 12 -11 -8 -10
right_child=5 2 -4 4 -6 -7 7 -9 14 11 -12 -13 -14 -15 -16
leaf_value=-0.0043935347643467666 -0.0028243539510004996 -0.0010536636919935617 0.0035565632579239821 0.0010565846656879047 -0.0021262550702589524 0.0026491465911765576 0.0017491543348646724 -0.0020445371056184236 0.001499770408035628 -0.0011448262881493638 -0.00081605723854796298 -0.0032862752834340661 0.0024021821339015197 0.0039706141115996947 0.0035875375752736482
leaf_weight=0.0011006457724595632 0.0010367393076830553 0.0013625300067051128 0.0010344438651588295 0.0012170577719244555 0.00154021137198492 0.0010019870944459894 0.0010076438943623402 0.0010329205932766159 0.0011641942037635385 0.0019499604176469454 0.0018030289635165286 0.0012144599680641299 0.0010264540846870174 0.0010703320690561291 0.0010812087566454132
leaf_count=500 242 60 35 503 910 144 172 386 136 109 218 58 108 278 51
internal_value=0 -0.00073243 0.000935937 -0.00176901 -0.000721351 0.000300449 0.000110461 0.00037853 0.000621117 9.70455e-05 0.00117006 -0.000896635 7.84043e-05 0.00289339 0.00250507
internal_weight=0 0.00625489 0.00239697 0.00385791 0.00275727 0.0133889 0.0123869 0.0113502 0.0103173 0.00807188 0.003881 0.00419087 0.00297641 0.00207798 0.0022454
internal_count=3910 2008 95 1913 1413 1902 1758 1516 1130 943 668 275 217 450 187
is_linear=0
shrinkage=0.00732449


Tree=2147
num_leaves=23
num_cat=0
split_feature=1213 14 1456 11 1374 453 4 0 4 42 42 12 2 151 4 2 15 3 3 2 13 160
split_gain=0.000413199 0.000329285 0.000258244 0.000310171 0.000261597 0.000267414 0.000275465 0.000247132 0.000244858 0.00032243 0.000246281 0.000283881 0.000262523 0.000219081 0.000349532 0.000268914 0.000252225 0.000259522 0.000195834 0.000324655 0.000365103 0.000187797
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 0.27608500000000008 -0.23029999999999998 -0.0021099999999999995 0.091955000000000023 0.08622500000000001 -1.0000000180025095e-35 0.11290500000000002 -0.030624999999999996 0.05309500000000001 0.10393500000000001 -0.017214999999999998 -0.073984999999999981 -0.115685 0.085255000000000011 -0.091849999999999987 -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
left_child=-1 2 -2 4 -4 6 7 -6 9 10 11 -9 18 -10 -15 16 17 -16 -13 -20 -21 -8
right_child=1 -3 3 -5 5 -7 21 8 13 -11 -12 12 -14 14 15 -17 -18 -19 19 20 -22 -23
leaf_value=-0.0009493736492350829 -0.00072197732779666812 -0.00081072424103045479 -0.00063993796518846846 -0.00065853119231739472 0.00085410364957539764 -0.00051619221401621703 0.00021631980519220276 0.00095763542919437034 0.00052723255250153192 -0.00044473393498468744 0.00098044179380389293 0.0005881596116736451 0.00079450050097551125 -0.0010094410546869336 0.00049957363492245609 -0.00077589257287472653 0.00073759887462901256 -0.00053070980878672106 0.00038145945673897846 -1.332971156554248e-05 -0.0012735003573647373 0.0011366855242376712
leaf_weight=0.001165392013250984 0.0010325982148835502 0.0011571887677175588 0.0010586938356755829 0.0013243234710635923 0.00123230083266889 0.001348924467010403 0.0010031462607192065 0.0012605040507974695 0.0011567760426608176 0.001410367283860005 0.0014871272437982919 0.0010026167738369438 0.0011967055418840022 0.0012134275306457656 0.0010277228226652502 0.0010355194837618487 0.0012633489254021413 0.0016452801933084515 0.001489178532554019 0.0013371319835400125 0.0010715724872062257 0.0013396766089397638
leaf_count=592 312 112 66 123 36 88 119 129 80 334 260 101 65 218 85 129 32 72 249 29 435 244
internal_value=0 2.88016e-05 6.62574e-05 9.89397e-05 0.000141481 0.000178215 0.000222457 0.000157738 0.000108973 0.00026952 0.000383412 0.000262741 0.000119083 -0.000115273 -0.000235435 -4.65318e-05 0.000145338 -0.000134584 -4.58548e-05 -0.000208937 -0.000573948 0.000742605
internal_weight=0 0.0270941 0.0259369 0.0249043 0.02358 0.0225213 0.0211724 0.0188296 0.0175973 0.0102552 0.00884484 0.00735771 0.00609721 0.00734207 0.0061853 0.00497187 0.00393635 0.002673 0.0049005 0.00389788 0.0024087 0.00234282
internal_count=3910 3318 3206 2894 2771 2705 2617 2254 2218 1602 1268 1008 879 616 536 318 189 157 814 713 464 363
is_linear=0
shrinkage=0.00160853


Tree=2148
num_leaves=23
num_cat=0
split_feature=1213 1456 14 11 3 1 2 2 131 52 15 52 12 4 4 160 1 52 2 0 3 3
split_gain=0.000459843 0.000292993 0.000267917 0.000214227 0.000261851 0.000232794 0.000320156 0.000298192 0.000276306 0.000389547 0.000256153 0.000234229 0.000231115 0.000188172 0.000349439 0.000332765 0.00017044 0.000178858 0.000164115 0.000147154 0.000109692 8.02818e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.12008499999999998 1.0000000180025095e-35 0.10393500000000001 0.097940000000000013 0.097135000000000013 -0.37613999999999997 0.085120000000000015 -0.091329999999999981 0.085250000000000006 -0.0025899999999999994 0.0057500000000000008 0.088785000000000017 0.11198000000000001 0.10599500000000002 0.106035 -0.087899999999999992 0.11265500000000002 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
left_child=-1 -2 3 4 18 6 7 10 9 -7 12 -11 -6 19 -15 16 21 20 -3 -13 -18 -16
right_child=1 2 -4 -5 5 8 -8 -9 -10 11 -12 13 -14 14 15 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.0011106514211690233 -0.00088001204849102489 0.00024128893793300539 -0.00080490679292848641 -0.00059811569148298434 -5.9967249667138225e-05 -0.00088963930642775384 -0.00093270940824139587 0.0008287872777829389 0.001098450252712822 0.00098579371890622123 0.0004433585787226117 0.0010481845105049939 -0.0011396700590572083 -0.0007987998248850524 -5.0380877213430566e-05 0.0011190733522053061 0.00039130405664755289 0.0008659347989350743 0.0010999906511885101 0.00016424538115023636 -0.00041930377822939861 -0.00071708391301636128
leaf_weight=0.001133958419459769 0.0010375886024483741 0.0014120601189816879 0.0010273863978961231 0.0012380588906459869 0.0014074178802370952 0.0010477507404451645 0.0014271283081527808 0.0011182598039114477 0.0010426871615268384 0.00119500125110339 0.0012480755277143318 0.0011533975538278729 0.0011251770244429769 0.0013520685497466749 0.0012730690319501248 0.001030872463482102 0.001042039400118034 0.0010974875480298518 0.0013959353001330443 0.001224738176832693 0.0010642543723997366 0.001030978843052921
leaf_count=592 332 121 92 123 251 84 239 104 124 147 329 111 369 106 67 34 109 68 80 285 94 49
internal_value=0 4.46838e-05 8.31329e-05 0.000121265 0.00016052 8.88165e-05 -0.000192487 2.3151e-05 0.000220106 0.000146907 -0.000215143 0.000241643 -0.000539656 0.000155045 2.30667e-05 0.000193012 1.96855e-05 0.00028462 0.000668174 0.000592956 -1.82746e-05 -0.000348707
internal_weight=0 0.0259914 0.0249538 0.0239265 0.0226884 0.0198804 0.00632606 0.00489893 0.0135543 0.0125117 0.00378067 0.0114639 0.00253259 0.0102689 0.00789077 0.0065387 0.00550783 0.00320378 0.002808 0.00237814 0.00210629 0.00230405
internal_count=3910 3318 2986 2894 2771 2570 1292 1053 1278 1154 949 1070 620 923 527 421 387 271 201 396 203 116
is_linear=0
shrinkage=0.00177594


Tree=2149
num_leaves=15
num_cat=0
split_feature=51 1 123 48 16 12 50 1 49 49 16 156 12 3
split_gain=7.98945e-05 0.000203234 0.000161307 0.00018553 0.000144219 0.000111639 0.000161423 0.000167872 0.000150514 9.21591e-05 9.86162e-05 9.64243e-05 9.76943e-05 0.000102708
threshold=-0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11930500000000001 -0.50388999999999984 -0.0089849999999999982 0.088425000000000017 0.11287500000000002 -0.091004999999999989 -0.047894999999999993 -0.089864999999999987 0.082605000000000026 0.084100000000000022 -0.078669999999999976
decision_type=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 -12 -14
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 11 -13 13 -15
leaf_value=-0.0023516355647786938 0.0022893504180039256 0.0036719580664645816 0.002579319515562679 -0.0036460883325062257 -0.0031381671127098851 -0.003414758571233916 -0.0031227090756597779 0.0028602167295358623 0.0022285973464471077 -0.0020179746505104689 0.0025332373304066962 -0.0019876410723122379 -0.0014336300254079882 0.0019894340078084084
leaf_weight=0.0010343000628744289 0.0016340314361992106 0.0011029534928317678 0.0014857637174628359 0.0011837781011888445 0.0010216334433755256 0.0010020849220101396 0.0012379254265026006 0.0014559456025472197 0.0012753579141408554 0.0017945765776320472 0.0016307173634986889 0.0010850828029876462 0.0016839191855667814 0.0010468941922205655
leaf_count=145 188 157 292 100 126 96 606 136 112 381 168 323 798 282
internal_value=0 9.87825e-05 -0.000125936 -0.000376334 -0.000116001 -0.000412992 -0.000185019 0.000146351 -0.000268755 0.000101414 -0.000273237 0.000301628 0.000871163 -0.000121352
internal_weight=0 0.0186407 0.0175377 0.0160519 0.0148682 0.0132341 0.0122125 0.0109746 0.00951863 0.00851655 0.00724119 0.00544661 0.00436153 0.00273081
internal_count=3910 3765 3608 3316 3216 3028 2902 2296 2160 2064 1952 1571 1248 1080
is_linear=0
shrinkage=0.00858181


Tree=2150
num_leaves=24
num_cat=0
split_feature=1213 9 151 4 11 14 151 15 376 376 12 16 13 132 0 48 15 457 49 4 1 43 15
split_gain=0.000404691 0.000275421 0.000251558 0.000414052 0.000344595 0.000306048 0.000277173 0.00025302 0.000208194 0.000253999 0.000238945 0.000326236 0.000334667 0.000394397 0.00048668 0.00029722 0.00028007 0.000265249 0.000216822 0.000230046 0.000208608 0.000122429 0.00010081
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 0.27608500000000008 0.079700000000000007 -0.46637499999999993 -0.095804999999999987 -0.22917999999999997 0.11209500000000001 0.048695000000000009 -0.023959999999999995 0.41476000000000007 -0.094679999999999986 0.080815000000000012 -0.082994999999999985 0.082070000000000018 0.091195000000000012 0.082870000000000013 -0.010424999999999999 -1.0000000180025095e-35 0.08844500000000001 0.070805000000000021 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
left_child=-1 -2 -3 4 6 -5 -4 -7 9 10 -8 12 20 14 17 16 -16 18 -14 22 21 -12 -20
right_child=1 2 3 5 -6 7 8 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.00094608327296550872 0.00087754742003612546 -0.00083503636074207699 0.00080960368064859737 -0.00019504389064296356 -0.0010215026829380617 0.0014908036958145737 -0.00064113518970310612 0.00040162280313360495 -0.00080613021577578576 0.00069399900135830935 -0.00035369123765060547 0.00065826114094421175 -0.00078772128742143443 0.00067997766832133915 -0.0015941734663006038 -8.4522950170069213e-05 -0.00045520014644906929 0.00045348891286338958 0.00068071091453041099 -0.0005443549723062914 0.0009181878060259993 0.00044794435475085308 -4.8571429791895358e-05
leaf_weight=0.0012795905015728767 0.0010023743628985613 0.001010471989886296 0.0010700054160726604 0.0010630228916927997 0.0010086403657822143 0.0010686814301551634 0.0018817753205112543 0.0013542877883614959 0.0010066702860171963 0.0012839240348855854 0.0010448628057363957 0.0018136530341073534 0.0015822980357933789 0.0012152765768815585 0.0015212252174659248 0.0010571183306535836 0.0010034996419216458 0.0019448822018723888 0.0010431808683189735 0.0015126940432553934 0.0012421961894997224 0.0010903615929542809 0.0010808808932554412
leaf_count=592 128 96 101 55 173 178 145 120 21 69 75 148 139 163 464 76 318 54 218 229 76 54 218
internal_value=0 1.5666e-05 -1.52996e-05 1.55055e-05 -6.46427e-05 0.000553579 -2.15461e-05 0.00088202 -6.32509e-05 -2.64441e-05 -7.50413e-05 -1.29346e-05 -9.22982e-05 -0.000223655 -0.000325849 -0.000829528 -0.00114147 -7.40187e-05 -0.000270595 -4.56005e-05 0.000372898 5.56675e-05 0.000309598
internal_weight=0 0.028902 0.0278996 0.0268891 0.0234031 0.00348599 0.0223945 0.00242297 0.0213245 0.0203178 0.0190339 0.0171521 0.0153385 0.0119611 0.0107458 0.00358184 0.00252472 0.00716394 0.00521905 0.00363676 0.00337742 0.00213522 0.00212406
internal_count=3910 3318 3190 3094 2741 353 2568 298 2467 2446 2377 2232 2084 1879 1716 858 782 858 804 665 205 129 436
is_linear=0
shrinkage=0.00167351


Tree=2151
num_leaves=15
num_cat=0
split_feature=42 43 376 133 42 4 0 0 48 160 1 4 2 0
split_gain=7.84922e-05 0.000124901 0.000251842 0.000148546 0.000108035 0.000145948 0.000174563 0.000119498 0.000136479 0.000183189 0.000107233 0.000137521 0.000100415 8.64345e-05
threshold=-0.10770999999999999 0.16180500000000003 1.0000000180025095e-35 0.091545000000000015 0.098285000000000011 -0.34687499999999999 -0.060094999999999989 -0.082604999999999998 0.087235000000000021 0.088485000000000008 0.11198000000000001 0.18622000000000002 0.089910000000000004 -0.089879999999999974
decision_type=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 11 12 13 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0015797701145115817 -0.0019991505124559257 -0.0021913279327283627 0.0034322572127957456 -0.0023735063051999713 0.0020015451045648672 -0.00060720455342605723 0.0025434101217969496 -0.0019469863607989365 -0.0023847799117570089 0.0010020011006370792 0.0026604651545114135 -0.0017241096065733984 0.0026993286053469041 0.0016532390024924057
leaf_weight=0.0013789458730653131 0.0014692168228426167 0.0010327320976159888 0.0010565129466026694 0.0011040391349867269 0.0013812074335354156 0.0018728456403196555 0.0013601570520286954 0.0013070698300541176 0.0017394941378095843 0.0012616653713179993 0.0011470098302834592 0.0011240076220487699 0.001098589014710924 0.0013208042178376794
leaf_count=241 230 255 192 647 177 254 192 565 223 58 108 101 133 534
internal_value=0 9.44487e-05 0.000231353 2.24213e-05 0.000197808 1.59704e-05 0.000258019 -2.79118e-05 0.000234348 -0.000961002 0.000780942 0.000382912 0.000934677 0.000327652
internal_weight=0 0.0182754 0.0172426 0.0161861 0.0150821 0.0137009 0.0122316 0.0108715 0.00956442 0.00300116 0.00656326 0.00541625 0.00429224 0.00319365
internal_count=3910 3669 3414 3222 2575 2398 2168 1976 1411 281 1130 1022 921 788
is_linear=0
shrinkage=0.0067667


Tree=2152
num_leaves=22
num_cat=0
split_feature=1213 1456 453 38 124 4 13 40 42 4 49 2 2 151 13 1 14 4 4 1 43
split_gain=0.000413361 0.000280044 0.000228688 0.000222657 0.000361436 0.000239753 0.000263402 0.000254114 0.000203276 0.00044209 0.000244632 0.000234939 0.000209608 0.000238104 0.000208861 0.000235056 0.000300793 0.000160015 0.000257115 5.87751e-05 3.54084e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.51381999999999983 -0.45122499999999993 -0.050089999999999989 0.091955000000000023 0.080255000000000007 -1.0000000180025095e-35 0.086915000000000006 0.090905000000000014 0.077805000000000013 -0.094679999999999986 0.10373000000000002 -0.45282499999999992 -0.0021099999999999995 -0.08422499999999998 0.13148500000000005 -0.077224999999999988
decision_type=2 2 2 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 -9 -13 -14 -12 17 -17 18 -16 -18 -20
right_child=1 2 -4 -5 5 6 7 8 9 -11 14 12 13 -15 15 16 19 -19 20 -21 -22
leaf_value=-0.0010668471347377222 -0.0008799314401668984 0.0009245686248527807 -0.00063517190979572077 -0.00068461351601212879 -0.00073009818258619561 0.0009352326356735916 -0.00078902112693899587 -0.0007957600563342507 -0.0011816745810995194 0.00027482133274507711 0.00093665950311159628 0.00075411856388371546 -0.00054721428137491173 0.0004205918993293986 -0.00040619225914421839 -0.00021255291667144946 0.0011568335202874159 -0.00048083278237849575 0.0008235882974189317 0.00061139980955969358 0.00036454700481233792
leaf_weight=0.0011118520804665527 0.0010138279733683002 0.0016129063839211031 0.0013812513858892919 0.0010642638766654852 0.0010789556655116583 0.0011139241150956358 0.0010025833722501895 0.0011797566568022408 0.0010918035633185321 0.0014993095593186789 0.0015605805077502167 0.0010576832870627384 0.0018368743525257747 0.0013276082644102516 0.0012775786809463502 0.0010041964925909808 0.0013780066326276597 0.0014892674094769661 0.0010012974189667536 0.0010593283125596153 0.001036934473344962
leaf_count=592 332 256 91 91 52 59 137 154 410 71 89 106 173 45 286 35 139 248 226 39 279
internal_value=0 1.71789e-05 5.34809e-05 9.36621e-05 0.000130298 6.92816e-05 0.000112587 6.38512e-05 0.000111889 -0.000338895 0.000188687 -0.000108844 8.30938e-05 -0.000141187 0.00035257 0.000242038 0.000589375 -6.73516e-06 0.000206202 0.000919774 0.000590055
internal_weight=0 0.0260679 0.0250541 0.0236729 0.0226086 0.0209957 0.0199167 0.0188028 0.0178002 0.00259111 0.0152091 0.00540192 0.00422217 0.00316448 0.00980719 0.00824661 0.00344153 0.00480508 0.00331581 0.00243733 0.00203823
internal_count=3910 3318 2986 2895 2804 2548 2496 2437 2300 481 1819 478 324 218 1341 1252 213 1039 791 178 505
is_linear=0
shrinkage=0.00174112


Tree=2153
num_leaves=15
num_cat=0
split_feature=403 453 4 12 15 48 4 0 52 49 3 1 1 49
split_gain=7.8e-05 8.42315e-05 0.000119098 0.000143667 0.000128271 0.000124136 0.000126305 0.000114743 0.000167664 0.000159729 0.000116966 0.000145111 9.08148e-05 5.28244e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.24280000000000004 0.10371500000000002 -0.095799999999999982 0.091555000000000011 -0.37626499999999991 -0.017269999999999997 -0.27466499999999994 -1.0000000180025095e-35 -0.078884999999999997 0.088495000000000018 0.11198000000000001 -0.05504499999999999
decision_type=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 -4 -7
right_child=1 -3 12 -5 5 13 7 -9 9 10 11 -13 -14 -15
leaf_value=-0.0019196591951779743 -0.0017341879443239737 -0.0018326873595084648 0.00018637103511825998 -0.0026113921480179197 -0.0020698176301061125 0.00072714414947494088 -0.0025049478914156596 0.0026991181349234217 -0.0015566398237832949 -0.00028057040273881436 0.0039850896180424261 0.00044003277279139216 0.0025863865669162756 0.0029627376695721733
leaf_weight=0.0010989716164148322 0.0017073354723664688 0.0011479287854078138 0.0016103533047778723 0.0011099749270131751 0.0013106568264766062 0.0010421798506637103 0.0011457580105622249 0.0010039313911511857 0.0013917845805527726 0.0015136888019481858 0.0013050149355276486 0.0011791796635818308 0.0017816135512941176 0.00124369084804024
leaf_count=930 267 96 153 270 198 74 202 58 313 575 171 182 323 98
internal_value=0 8.88177e-05 0.000215986 -8.32609e-05 0.000135233 0.000421849 2.88271e-05 0.00039366 3.95095e-05 0.000580421 0.0013244 0.00230235 0.00144697 0.00194348
internal_weight=0 0.0184931 0.0173452 0.0139532 0.0128432 0.0111359 0.00885001 0.00753936 0.00653543 0.00538967 0.00399788 0.00248419 0.00339197 0.00228587
internal_count=3910 2980 2884 2408 2138 1871 1699 1501 1443 1241 928 353 476 172
is_linear=0
shrinkage=0.00732449


Tree=2154
num_leaves=23
num_cat=0
split_feature=14 1213 1374 1456 11 453 160 1 0 42 52 13 457 3 2 3 3 42 43 1 0 0
split_gain=0.000577602 0.000363869 0.000343369 0.000351983 0.0003606 0.000305041 0.000282614 0.00024876 0.000286074 0.000274017 0.00025314 0.000315075 0.000361171 0.000239998 0.00023612 0.000367823 0.000230238 0.000211209 0.000270867 0.000200248 0.000196783 0.000174932
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 -0.217635 1.0000000180025095e-35 -0.089879999999999974 0.091955000000000023 0.067395000000000024 -0.0010249999999999997 0.082870000000000013 0.10666500000000002 1.0000000180025095e-35 -0.074234999999999982 0.11265500000000002 -1.0000000180025095e-35 -0.083899999999999988 0.10982000000000001 -0.10071499999999999 0.047345000000000005
decision_type=2 2 2 2 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 -8 17 11 14 16 -12 15 -9 19 -10 -19 20 -13 -20
right_child=-2 2 3 4 -6 -7 7 10 9 -11 13 12 -14 -15 -16 -17 -18 18 21 -21 -22 -23
leaf_value=-0.00088170398458464381 -0.0010759478010810212 -0.00084910208673542149 -0.00081238388421102955 -0.000560857668860893 -0.00069001690497523635 -0.00054353591274836337 -0.00054517028607226504 0.00080902893448727559 -0.00018378098516432393 -0.00056473085006457976 0.0014502921370806729 0.00021142634660773898 0.0010029128838916982 0.00036501935680635249 0.0011696710744987821 -0.00044000865731546511 -0.00071434113355989249 0.0011292776283071133 -0.00027571418439678694 0.00058610806202639878 -0.00072501079239966119 0.00058517375799040279
leaf_weight=0.0011704140561736151 0.001379264495873527 0.0010919843854972902 0.001114702889673874 0.0011635877538867306 0.0013612313111082122 0.0014712049612686231 0.0017288349885443421 0.0018974739805621092 0.0014713520237072952 0.0010579259280104059 0.0012031367702015081 0.0015022123986341285 0.0010066086438156874 0.0010855924292627606 0.0016317270166407161 0.0010127269192984501 0.0012628446969653595 0.001481493405743245 0.0010990762896495865 0.0015144621115913554 0.0010805322777902616 0.0016586541881389305
leaf_count=578 126 66 312 314 123 88 307 255 323 202 74 48 76 36 225 167 52 120 145 76 170 27
internal_value=0 3.24242e-05 7.07758e-05 0.000108249 0.000148195 0.000195093 0.000242633 0.000285728 6.23993e-05 0.000217587 0.000429522 0.000323357 8.31342e-05 0.000935524 0.000660091 0.000374374 -8.95987e-05 0.000362517 0.000552126 0.00010296 -0.000180347 0.000242072
internal_weight=0 0.0290678 0.0278974 0.0268054 0.0256907 0.0243294 0.0228582 0.0216947 0.00849734 0.0067685 0.0131973 0.0109086 0.00636666 0.00228873 0.00454193 0.0029102 0.00536005 0.00571058 0.00423922 0.00409721 0.00258274 0.00275773
internal_count=3910 3784 3206 3140 2828 2705 2617 2303 1124 817 1179 1069 422 110 647 422 346 615 292 294 218 172
is_linear=0
shrinkage=0.00167351


Tree=2155
num_leaves=15
num_cat=0
split_feature=484 159 43 40 13 43 15 13 43 51 3 2 16 3
split_gain=8.23855e-05 9.28147e-05 0.000112813 0.000128496 0.000134478 0.000191695 0.000119034 0.000256163 0.000209609 0.000123014 0.000125401 0.00021189 0.000129188 6.37309e-05
threshold=-0.0043499999999999988 -0.034019999999999988 0.16180500000000003 -0.080519999999999994 0.17936000000000002 -0.15648499999999999 1.0000000180025095e-35 -0.076384999999999995 -0.078844999999999985 -0.095859999999999987 0.11818000000000002 0.090545000000000014 -0.057604999999999996 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -8 -7 -10 11 12 -11 -13
right_child=1 2 -4 4 -6 6 7 -9 9 10 -12 13 -14 -15
leaf_value=-0.0018125735182431529 -0.0020573377047034408 0.0026931805800173708 -0.0021406786478004409 0.0034332801837140357 -0.001731048931565419 -0.0020214216275751405 0.0012238646216872168 -0.0029670735044569621 0.0033545351787290377 -0.0019607219016664207 -0.00088483300707811513 0.0039815998336644523 0.0014355779907625455 0.0015704452241981609
leaf_weight=0.0012880548921374363 0.001007375179910521 0.0011913266213677614 0.0010139870570960744 0.0010588640592428785 0.0017235345561917451 0.0013813272708849402 0.0014468633112290803 0.0017038347316269695 0.0010915939761388339 0.0011556347699397743 0.0019079935587975605 0.0012981270113349049 0.001251583733315834 0.0010752247997423137
leaf_count=612 253 221 240 88 146 432 358 642 170 122 181 247 141 57
internal_value=0 0.000103888 0.000229736 0.000377322 0.000194545 0.000442755 0.000185566 -0.00104251 0.00060791 0.00107473 0.000702664 0.00133626 -0.000194886 0.00288925
internal_weight=0 0.0183073 0.0172999 0.0162859 0.0150946 0.013371 0.0123122 0.0031507 0.00916149 0.00778016 0.00668856 0.00478057 0.00240722 0.00237335
internal_count=3910 3298 3045 2805 2584 2438 2350 1000 1350 918 748 567 263 304
is_linear=0
shrinkage=0.00732449


Tree=2156
num_leaves=21
num_cat=0
split_feature=1213 1456 14 11 3 3 124 40 133 49 0 151 151 160 49 4 4 15 1 49
split_gain=0.00046443 0.000298854 0.000258369 0.000220843 0.000322563 0.000215819 0.000384324 0.000195282 0.00022964 0.00018613 0.00020798 0.000205596 0.000175393 0.000228124 0.000227883 0.000206915 0.000327956 0.000208816 0.000144011 6.28142e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15002999999999997 0.30601500000000009 -0.061329999999999989 -0.064199999999999993 -0.085714999999999986 -0.091004999999999989 0.048265000000000009 -0.083559999999999982 -0.024429999999999997 -1.0000000180025095e-35 -0.0019649999999999997 0.074650000000000008 -0.0021099999999999995 0.079360000000000014 0.11593500000000001 -0.22390499999999999
decision_type=2 2 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 19 11 -11 -13 -14 -15 16 17 -16 -17 -10
right_child=1 2 -4 -5 5 -7 7 8 9 10 -12 12 13 14 15 18 -18 -19 -20 -21
leaf_value=-0.00099023471322105231 -0.00077865788761797129 0.00076943964750111817 -0.00071598910363254373 -0.00055246945484435975 0.00075992049418627955 0.00080138684442041224 -0.00059928393836156395 0.00057179687448027125 -0.00020855375830750635 -0.00051144525887394487 -0.0006600994090617654 0.00070427426234438782 -0.00044035692925165786 -0.00035596929192786489 0.00077837836952947888 0.0010452386257502465 -0.00055884714078461174 -0.00014618721999236275 0.00025649112528971656 -0.00076669023516696857
leaf_weight=0.001194233445666589 0.0011193610958055876 0.0019256928406097646 0.0010374024924669481 0.0012602372722021462 0.0017814701751052734 0.0010280271178548924 0.0014023842353953131 0.0017813009537918636 0.0010537865531818902 0.0013157527239841633 0.0010377895253897837 0.001350557062830912 0.0017490814420721605 0.0015324201967779096 0.0016687457057156345 0.0013815517265550747 0.0012888642871062561 0.0010173667701728339 0.0010572879161896351 0.0010332748576800934
leaf_count=592 332 141 92 123 255 161 129 320 39 254 62 85 415 64 131 72 124 400 42 77
internal_value=0 3.49513e-05 7.03838e-05 0.000103458 0.000138775 8.22351e-05 4.6086e-05 -2.20266e-05 2.48547e-05 -3.80562e-05 3.15399e-05 8.96047e-05 0.0001612 8.55498e-05 0.00020131 0.000334457 0.000108154 0.000428199 0.0007033 -0.000484879
internal_weight=0 0.0268224 0.025703 0.0246656 0.0234054 0.0214797 0.0204516 0.0186702 0.0172678 0.0154865 0.0133994 0.0123616 0.0110459 0.00969532 0.00794624 0.00641382 0.00397498 0.00268611 0.00243884 0.00208706
internal_count=3910 3318 2986 2894 2771 2630 2469 2214 2085 1765 1649 1587 1333 1248 833 769 655 531 114 116
is_linear=0
shrinkage=0.00160853


Tree=2157
num_leaves=17
num_cat=0
split_feature=403 160 11 52 12 43 48 131 13 47 4 2 48 42 16 52
split_gain=7.80416e-05 0.0001115 0.000102304 0.000112741 0.000327732 0.000169246 0.000244549 0.000180889 0.000129901 0.00013823 0.000176941 0.000236277 0.000118782 0.000101939 9.40241e-05 1.978e-05
threshold=0.088015000000000024 -0.217635 0.08184000000000001 1.0000000180025095e-35 0.086935000000000012 -0.053009999999999995 0.086665000000000006 0.090920000000000015 -0.26418499999999995 0.09252500000000001 0.0057500000000000008 0.11230000000000001 0.084500000000000006 0.081685000000000021 -0.15168999999999996 0.09716000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 14 6 7 13 -7 10 12 -12 -10 -3 -5 -16
right_child=-2 2 -4 4 -6 8 -8 -9 9 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0021068617206225623 -0.0019065374117075917 0.00036065313593760655 -0.001732711066641919 0.00092007778537871274 -0.0015518518984483298 0.0016211457611707879 0.0040435881858729749 0.0026935776055367999 -0.00065110983001068288 -0.003472765889523226 0.0026006599065851867 -0.0017329147392110993 -0.0038521767363351492 -0.0026871700367916899 0.0028580761235352981 0.004278779033935246
leaf_weight=0.0011194185615639235 0.0010682708837343171 0.001302484013645625 0.001267548272212162 0.0010493873708730672 0.0013773058183534559 0.0010907210201562892 0.0011071627592007839 0.0010003785983281471 0.0014547935598924764 0.0010265565315086544 0.0014857464907765197 0.0011516153436920556 0.001014632360604284 0.0010005687541909634 0.0010093101834864893 0.0010120046247322767
leaf_count=399 343 205 209 87 565 115 213 153 464 107 115 93 91 447 245 59
internal_value=0 8.96875e-05 0.000231407 0.000386208 0.00135858 1.44635e-05 0.00112288 0.000143985 -0.000662269 -0.00106834 -0.000585006 0.000708386 -0.00196636 -0.000963484 0.002664 0.00356937
internal_weight=0 0.0184696 0.0173502 0.0160827 0.00444801 0.0116347 0.00441059 0.00330343 0.00722407 0.00613334 0.00510679 0.00263736 0.00246943 0.00230305 0.0030707 0.00202131
internal_count=3910 3567 3168 2959 956 2003 1018 805 985 870 763 208 555 652 391 304
is_linear=0
shrinkage=0.00718087


Tree=2158
num_leaves=16
num_cat=0
split_feature=147 484 457 457 1 42 0 49 3 1 2 3 13 13 15
split_gain=8.3983e-05 0.000127588 9.87694e-05 0.000130305 0.00013852 0.00016203 0.000171247 0.000228287 0.000148643 0.000164009 0.00018362 5.2678e-05 5.1633e-05 4.67127e-05 3.48564e-05
threshold=0.088565000000000019 -0.0043499999999999988 0.091610000000000011 0.069705000000000003 0.12958500000000003 0.092395000000000019 0.039665000000000006 -0.064499999999999988 0.12046500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.10628499999999998 -0.0101 -0.0049299999999999995 -0.10312999999999999
decision_type=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 9 12 13 -8 -9 -11 -12
right_child=-2 2 -4 -5 -6 -7 11 8 -10 10 14 -13 -14 -15 -16
leaf_value=-0.0026598867347749598 0.0021294294095037035 -0.0034829095954369365 -0.0021832791203678921 0.0026569180706430065 0.0019377747305315395 -0.0024109193361021792 0.0032790148469507871 -5.3968887364274998e-05 -0.0025640655981441439 -0.0014095237079291771 0.0040444728935718132 0.00087320905605936386 -0.0024682698929964614 0.00090326994657532957 0.0020746178153359389
leaf_weight=0.0011392617932610939 0.0010402572421111039 0.0012667859927835926 0.0011407998569272762 0.0011914293050347404 0.0019111960270250502 0.001883964677213538 0.0010261115087911721 0.0011059028342888123 0.0010949172612484404 0.0010284751678627385 0.0010162195129505211 0.0011847764242469703 0.0010370307417708231 0.0010834105024943863 0.0011647445239934551
leaf_count=592 168 152 93 140 259 558 122 616 58 275 93 80 469 120 115
internal_value=0 -0.000141087 2.63744e-05 0.000183972 -1.50572e-05 -0.00030455 5.59319e-05 -0.000430063 8.34754e-05 0.000533901 0.00141058 0.00198979 -0.00122232 -0.000223046 0.00299247
internal_weight=0 0.018275 0.0171358 0.015995 0.0148035 0.0128923 0.0110084 0.00879749 0.0075307 0.00643578 0.00429285 0.00221089 0.00214293 0.00211189 0.00218096
internal_count=3910 3742 3150 3057 2917 2658 2100 1898 1746 1688 603 202 1085 395 208
is_linear=0
shrinkage=0.00777281


Tree=2159
num_leaves=15
num_cat=0
split_feature=150 2 150 151 42 43 15 4 1 0 2 1 4 42
split_gain=8.51833e-05 0.000150236 0.000166744 0.000110834 0.000137872 0.000190686 0.000137307 0.000141724 0.000126505 0.000108484 0.00014418 0.000108472 7.68211e-05 5.44581e-05
threshold=0.083205000000000015 0.11125500000000001 0.090695000000000012 -0.03268999999999999 -0.10770999999999999 -0.074254999999999988 -0.24219999999999997 -1.0000000180025095e-35 0.088495000000000018 -0.070894999999999986 0.084065000000000015 0.095575000000000007 -0.23071499999999998 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 9 -7 8 12 10 -6 -9 -8 -11
right_child=1 -3 -4 4 5 6 7 11 -10 13 -12 -13 -14 -15
leaf_value=-0.0022290644511984052 0.001994862167531781 0.0030559423057157187 -0.0019938070550969602 -0.0026911546520629985 0.0020293915462062488 0.0017216575118485793 -0.00067817078803797057 -0.0040402029008238336 -0.0022749109519751018 0.0037065785573814278 -0.0018930347593623836 -0.00096879086840550037 0.0017199075173219603 0.0013155608747871667
leaf_weight=0.0015105905657044625 0.0011490364736744382 0.0013417746999063174 0.0012940644529183878 0.0010637793915636443 0.0011923736778774417 0.0013402871929194104 0.0013503730861325596 0.0011799639902407115 0.0011247131491979451 0.0012231821520858185 0.0010010657949300911 0.00153813193612784 0.0018229008442580581 0.0010098454956890407
leaf_count=322 139 131 234 201 216 183 90 307 401 138 494 127 812 115
internal_value=0 0.00100728 -0.000117861 -0.00026906 -5.52346e-05 0.000164125 -0.000513272 -0.000940212 -7.89172e-05 0.00144293 0.000239232 -0.00230213 0.000699416 0.00262528
internal_weight=0 0.00378488 0.0024431 0.0153572 0.0138466 0.0127828 0.00835637 0.00701608 0.00429799 0.00442647 0.00219344 0.0027181 0.00317327 0.00223303
internal_count=3910 504 373 3406 3084 2883 1920 1737 1303 963 710 434 902 253
is_linear=0
shrinkage=0.0076204


Tree=2160
num_leaves=21
num_cat=0
split_feature=1213 14 38 124 483 40 13 133 48 52 16 4 47 42 16 16 52 1 4 16
split_gain=0.000391332 0.000286809 0.000200184 0.00038705 0.000242502 0.000222898 0.000274731 0.000359105 0.000328481 0.000212136 0.000269218 0.000368443 0.000258584 0.00041636 0.000237281 0.000249206 0.000200036 0.000166014 0.000374477 7.15184e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.083960000000000021 -0.062739999999999976 -0.23438999999999996 0.091545000000000015 0.12675000000000003 -0.40083499999999994 0.41476000000000007 -0.34687499999999999 0.09252500000000001 -1.0000000180025095e-35 -0.11180499999999999 -0.088504999999999986 0.081680000000000016 0.094695000000000015 -0.012149999999999999 -0.41862999999999995
decision_type=2 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 9 -8 11 -11 13 -13 16 -16 19 18 -17 -15
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12 12 -14 14 15 17 -18 -19 -20 -21
leaf_value=-0.00090264935731429799 0.0007881403971922254 -0.00076020841766284383 -0.00057920633198609895 -0.0005271453424060946 -0.00063538911418597967 0.00075417685639858503 -0.00045339222512733284 -0.00079139337297395613 -0.00067568928063912721 -0.00073788819254452895 0.0009309381876278658 -0.00049901387735808199 -0.00031565583527249117 0.00080170700333910821 -0.00035829461983801077 0.00067440705411873133 0.00022697513977190193 0.00080289191814369911 -0.00041689897496670879 0.0013732728103555063
leaf_weight=0.0011746122532713598 0.0018341532133083786 0.0011028360615372981 0.001159668215026651 0.0014288295134692033 0.0012668963093546348 0.0015548891381986984 0.0012171179639975426 0.0011449635204560582 0.0011995563801301392 0.0010339787943676121 0.0012529228409983153 0.0013155110377137654 0.0017811287811308899 0.0011806526736808931 0.0012597106353709146 0.0018318784722650937 0.001045788498161504 0.0018426761363837807 0.0013643690575865473 0.0010103065527932668
leaf_count=592 263 112 88 114 371 105 250 507 57 91 48 403 116 87 94 187 53 95 225 52
internal_value=0 2.72979e-05 6.10585e-05 9.12838e-05 3.50552e-05 7.46271e-05 0.000117543 6.39784e-05 0.000120473 0.00017966 0.000231306 0.000167162 0.000241244 0.000332657 0.000447395 0.000269066 0.000794418 0.000425904 0.000208566 0.00106527
internal_weight=0 0.0268278 0.025725 0.0245653 0.0227312 0.0214643 0.0200355 0.0184806 0.0173356 0.016136 0.0149189 0.013666 0.012632 0.0108509 0.00953538 0.00629863 0.00323675 0.00503892 0.00319625 0.00219096
internal_count=3910 3318 3206 3118 2855 2484 2370 2265 1758 1701 1451 1403 1312 1196 793 601 192 507 412 139
is_linear=0
shrinkage=0.00157699


Tree=2161
num_leaves=22
num_cat=0
split_feature=1213 1456 453 38 124 40 3 51 133 150 12 4 42 15 51 2 1 4 1 43 42
split_gain=0.000567787 0.000335973 0.000335718 0.000339313 0.00046784 0.00026776 0.00026973 0.000648888 0.000488309 0.000494927 0.000365163 0.000447174 0.000262747 0.000354656 0.000240783 0.00022268 0.000214852 0.000239181 0.000168047 9.54118e-05 6.17414e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.10666500000000002 0.12342500000000002 0.093130000000000004 0.090480000000000019 0.094045000000000004 0.08734500000000002 0.083725000000000008 0.079360000000000014 -0.032189999999999989 0.086650000000000019 0.095575000000000007 -0.0025899999999999994 0.10420500000000001 -0.089604999999999976 0.088825000000000015
decision_type=2 2 2 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 14 9 10 12 -12 13 16 -8 -14 17 -7 -16 -17 -13
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 11 20 15 -15 18 19 -18 -19 -20 -21 -22
leaf_value=-0.0010317037929450895 -0.00078706989750519435 0.00089858913993035527 -0.00067129927040417462 -0.00073703407104693821 -0.00056992248516461361 0.00045384242612393538 0.0002545476598344882 -0.00056535123026704899 -0.00097137735755455958 -0.00062088980872795603 -0.00086872844033214936 -1.9447338010137416e-05 0.0001917650182256772 -0.00060716217364808079 0.00056690639741864362 0.0012707495239348125 0.00088345911281793453 -0.00044942292318498554 0.0013790918460731376 0.00063995620549317793 0.00051342237607999899
leaf_weight=0.0012652064065315485 0.0011610584524949013 0.00180466254783838 0.0014121668991968752 0.0010991475968965122 0.0014178134836002809 0.0019908833366927923 0.0015996947814267415 0.0012148850884017293 0.0010983893344310046 0.0019840206613536146 0.0014590041229475695 0.001036129665725305 0.0013369990530761669 0.0011438681758906832 0.0010815830628985159 0.0012627197081861441 0.0013112840583383023 0.0010813284590326568 0.0013934868692431074 0.0010496029139336893 0.0010428699347060366
leaf_count=592 332 256 91 91 131 175 62 42 493 195 319 49 233 252 27 33 87 95 120 208 27
internal_value=0 2.71662e-05 6.24144e-05 0.000103193 0.000141184 8.04473e-05 0.000124176 0.000426354 2.29923e-05 9.72985e-05 0.000209366 -0.000212605 0.000372053 0.000159484 0.00072203 0.000694017 0.000359539 0.00013592 0.00102417 0.000984422 0.000247851
internal_weight=0 0.0279816 0.0268205 0.0254084 0.0243092 0.0225046 0.0210867 0.00528965 0.0157971 0.0146987 0.0127147 0.003538 0.00917669 0.00552736 0.00407476 0.00364932 0.0043835 0.00307221 0.00247507 0.00231232 0.002079
internal_count=3910 3318 2986 2895 2804 2548 2417 251 2166 1673 1478 395 1083 609 209 474 357 270 147 241 76
is_linear=0
shrinkage=0.00154607


Tree=2162
num_leaves=15
num_cat=0
split_feature=1 0 2 12 12 43 39 47 4 1 15 4 3 16
split_gain=8.43727e-05 0.000168712 0.000195813 0.000190304 0.00011044 0.000109473 0.000125215 0.000127719 0.000213896 0.00023961 0.000163784 0.00017593 0.00011079 7.76569e-05
threshold=0.076710000000000014 0.047345000000000005 0.106285 0.085185000000000025 0.088590000000000016 -0.24333999999999997 0.085220000000000004 0.09252500000000001 0.0057500000000000008 0.10723500000000001 -0.094924999999999995 -0.077679999999999985 -0.071469999999999992 -0.10808
decision_type=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 -7 -12 -9 -11
right_child=5 2 -4 4 -6 6 -8 12 9 13 11 -13 -14 -15
leaf_value=-0.0038164550136293666 -0.0014355593599790894 -0.00093000431335488079 0.0028516786711307862 0.00088554325864916462 -0.0017625402255620343 0.0017382906146625671 0.0025603070665399588 0.00047171685758256839 0.0035414056747317072 0.0016989652654808697 4.7696408182058642e-06 -0.0032360926656729554 -0.0024263322578068174 -0.00061023971599591506
leaf_weight=0.0010722897754125429 0.001406394806425835 0.0013272995011437902 0.0010276136479370201 0.001206402940731403 0.0014878612078557795 0.0010999113746575388 0.0011128558784305473 0.0010234923245558969 0.0017141481244251633 0.0010843400969175812 0.001922015107475669 0.0011222842710465423 0.0012269319246119856 0.0014264204515300749
leaf_count=500 75 60 35 503 910 70 312 147 125 149 437 384 119 84
internal_value=0 -0.000645337 0.000720209 -0.0014991 -0.000576815 0.000279154 0.000484702 0.000267193 0.000637057 0.00166685 -0.000412789 -0.00118998 -0.0011083 0.000387053
internal_weight=0 0.00612147 0.00235491 0.00376655 0.00269426 0.0131388 0.0117324 0.0106195 0.00836912 0.00422491 0.00414421 0.0030443 0.00225042 0.00251076
internal_count=3910 2008 95 1913 1413 1902 1827 1515 1249 358 891 821 266 233
is_linear=0
shrinkage=0.00650394


Tree=2163
num_leaves=16
num_cat=0
split_feature=403 403 160 12 42 151 43 4 15 16 52 0 3 42 4
split_gain=7.96206e-05 7.92075e-05 0.000113414 0.000339405 0.000122511 0.000194407 0.000147761 0.000131059 0.000189951 0.000189958 0.000156849 0.000106781 9.69848e-05 0.000118345 6.11992e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10770999999999999 -0.083919999999999981 -0.074254999999999988 0.27223000000000003 -0.095799999999999982 0.15737500000000001 0.024145000000000003 -0.14136999999999997 -0.075954999999999981 0.088915000000000008 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 -6 12 8 -8 10 14 -2 13 -7 -10
right_child=1 -3 4 -5 5 6 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0021283667501388352 -0.0008665512481573726 -0.0020493453588499551 -0.0021148586119439706 -0.0049881563097802376 -0.0022847075438911847 0.0031921781588514077 -0.0026972852604860175 0.0030993250762484047 -0.0006558727680563459 -0.0017358931255673272 0.0042451974083810989 0.002355443930683915 0.0046050348515925162 -0.00035905697413103865 0.0018881520830884874
leaf_weight=0.0011001775881968765 0.0016098617606972176 0.0010436750099895717 0.0010030391298647802 0.0010148418864106288 0.0011855954252826062 0.0014238007097812644 0.0012934125465903397 0.0010929553556224981 0.0012349818149176 0.0014131569642014535 0.0011384703654312989 0.0011554772903869682 0.0010347221125532567 0.0010785724635423433 0.0012385663207170605
leaf_count=930 103 343 110 707 218 177 91 164 191 195 150 184 168 130 49
internal_value=0 0.000112773 0.000246159 -0.000988195 0.000601338 0.000825864 0.0011627 0.000513695 6.64468e-05 0.000777794 0.00176124 0.000479737 0.0025226 0.00166153 0.000617983
internal_weight=0 0.0179611 0.0169175 0.00378018 0.0131373 0.0121342 0.0109486 0.00741154 0.00631859 0.00502518 0.00361202 0.00276534 0.0035371 0.00250237 0.00247355
internal_count=3910 2980 2637 994 1643 1533 1315 840 676 585 390 287 475 307 240
is_linear=0
shrinkage=0.00808683


Tree=2164
num_leaves=14
num_cat=0
split_feature=484 15 12 42 15 124 12 13 12 15 2 2 16
split_gain=7.04672e-05 7.7599e-05 0.000217467 0.000136865 0.000188716 0.000164393 0.00016307 0.00011045 0.000212908 0.000365709 0.000125503 0.000114708 7.00493e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.035939999999999993 -0.018779999999999995 0.093375000000000014 -0.10241499999999999 1.0000000180025095e-35 -0.07142999999999998 0.11230000000000001 0.090695000000000012 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 -2 -5 -7 9 10 11 -9 -4
right_child=1 2 12 4 -6 7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0017432021473067776 -0.0017204237368617667 -0.0025906681702831925 0.00169364335985648 0.0020949594922160643 -0.0033526918131952473 0.0028682408679366915 -0.0018654051980091829 -0.00066323260817635838 -0.0018347203208108668 0.0041065443643362358 -0.0020809599600287412 0.0028168485927972968 -0.00076607093082063237
leaf_weight=0.0012291090899842717 0.0011954853805509228 0.0019881245907946944 0.0015600389102142787 0.0013162093964990875 0.0011415592862603066 0.0018212369319145563 0.0010379230353685653 0.00108982843777089 0.0013655109810130073 0.0018787217420794446 0.0011055015593657569 0.0010266607235318581 0.0011032425309488725
leaf_count=612 192 421 210 405 185 159 170 63 476 163 80 52 722
internal_value=0 0.000106962 -0.000720983 0.000403688 -0.000859927 0.000869494 0.000348858 0.0012431 0.000785367 0.00148679 -4.07718e-05 0.00102488 0.000674727
internal_weight=0 0.01763 0.00465141 0.0129786 0.00349569 0.00948295 0.00235413 0.00828746 0.00646622 0.00510071 0.00322199 0.00211649 0.00266328
internal_count=3910 3298 1353 1945 760 1185 575 993 834 358 195 115 932
is_linear=0
shrinkage=0.00747098


Tree=2165
num_leaves=15
num_cat=0
split_feature=1 0 474 16 15 0 2 12 15 15 4 42 16 47
split_gain=7.38348e-05 0.000169813 9.67879e-05 0.000125462 0.000227361 0.000135085 0.000309912 0.0001299 0.000123906 0.000123332 7.99564e-05 6.47346e-05 0.000111763 4.88737e-05
threshold=0.076710000000000014 -0.084074999999999997 0.084655000000000022 -0.055679999999999993 -0.064869999999999983 -0.19631499999999999 0.11362000000000001 0.098355000000000012 -0.095799999999999982 1.0000000180025095e-35 0.028075000000000006 0.084100000000000022 0.15100500000000003 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 8 7 13 -2 10 -6 12 -3 -7
right_child=2 11 -4 4 9 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0023441818378075702 -0.0019174766566895528 0.0018033355296380514 0.0020234103365493398 -0.0030175316797419055 -0.00030586774177270378 -0.0014038052173714038 0.003893047016000766 0.0020121622002230457 0.00093283536426519572 -0.0016783198467792651 0.0020400675009176893 -0.0010513976685751938 -0.00063821035952600972 0.00040440344442542258
leaf_weight=0.0015768128454642883 0.0012905338278796918 0.0014627983826063194 0.0011078593258258282 0.0012300560762124602 0.0010695718467208246 0.001272427005194662 0.0012478425303363051 0.0011209916965914113 0.0011075062608829631 0.0010171496169894823 0.0012101848599996856 0.0014057679144830575 0.001467975011480542 0.0010799510000761847
leaf_count=1009 68 413 235 244 203 416 224 97 78 212 35 472 114 90
internal_value=0 -0.000587368 0.00025773 8.97675e-05 -0.000723912 0.000607167 0.00122088 0.000260874 -0.000601094 0.000131823 0.000939447 5.14277e-05 0.000580406 -0.000573676
internal_weight=0 0.00591335 0.0127541 0.0116462 0.00452696 0.00711925 0.00472121 0.00347337 0.00239804 0.00329691 0.00227976 0.00433654 0.00293077 0.00235238
internal_count=3910 2008 1902 1667 694 973 827 603 146 450 238 999 527 506
is_linear=0
shrinkage=0.00625138


Tree=2166
num_leaves=14
num_cat=0
split_feature=41 42 1 3 3 43 13 15 4 4 13 52 2
split_gain=7.2206e-05 9.0288e-05 0.000125005 0.000117582 0.000159975 0.000145535 7.8509e-05 0.00020906 9.92902e-05 0.000163526 9.64975e-05 8.1618e-05 7.39691e-05
threshold=0.078535000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11266 -0.078884999999999997 -0.057994999999999998 -0.09547499999999999 1.0000000180025095e-35 0.41452500000000009 0.022820000000000003 -0.49820499999999995 -0.066329999999999986 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 -5 -6 10 8 9 11 -7 -8 -3
right_child=-2 3 -4 4 5 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0037037492931688912 -0.0022934741292442353 0.0040661290397559198 0.00013928879347044278 -0.0023622993774272765 0.0027511913829050745 -0.00089876031504070801 -0.0023501514513703994 -0.0043376513901245677 -0.0022142342710757676 0.0033867290899352791 0.0026415310625519202 0.0011612463657068386 0.00071917104228563507
leaf_weight=0.0011279784017613316 0.0010838957462559187 0.0010809966238383524 0.0018588496622071182 0.0018826752255111873 0.0019698596054511042 0.0010378033851280444 0.0011058924818900823 0.0010218786172204175 0.0010767967271904655 0.0013876686059353799 0.0016598384997917621 0.0010902779592878616 0.0011100126283260375
leaf_count=742 195 97 280 1038 551 83 105 241 66 95 167 105 145
internal_value=0 0.000129153 -0.00131204 0.000427591 7.95972e-05 0.00052378 1.99181e-07 -0.000607145 0.000210796 0.000939418 0.00127955 -0.000606935 0.00237049
internal_weight=0 0.0174105 0.00298683 0.0144237 0.0122327 0.01035 0.00838016 0.00568251 0.00466064 0.00358384 0.00269764 0.00219617 0.00219101
internal_count=3910 3715 1022 2693 2451 1413 862 612 371 305 250 210 242
is_linear=0
shrinkage=0.00910708


Tree=2167
num_leaves=19
num_cat=0
split_feature=14 4 11 3 151 1 160 151 403 16 43 2 2 43 0 4 0 43
split_gain=0.000219332 0.000168669 0.000224696 0.000215086 0.000176516 0.000302357 0.000246316 0.00016952 0.0002094 0.000208148 0.000204401 0.000177208 0.000393622 0.000224783 0.000164459 0.000161617 0.000208575 0.000132
threshold=0.073890000000000011 0.50657000000000008 0.087830000000000005 -0.15002999999999997 -0.076429999999999984 0.088675000000000018 -0.092169999999999988 -0.0088999999999999982 -1.0000000180025095e-35 0.18936500000000003 -0.074254999999999988 0.11339500000000001 0.099015000000000006 0.0033500000000000005 -0.14674999999999996 -0.0025899999999999994 -0.10575999999999998 -0.0037249999999999996
decision_type=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 -11 12 13 15 -13 17 -17 -10
right_child=-2 -3 -4 4 6 -7 7 8 9 10 -12 14 -14 -15 -16 16 -18 -19
leaf_value=0.00063603519331750314 -0.00077071172355575729 0.00069044447522590173 -0.00077357487566730653 -0.00034151895840055973 -0.00076196704849633618 0.00078560786761951054 -0.00067755387209730638 -0.00071988420242691351 0.00022856068460616125 0.00010120992509282525 -0.00075586362932433706 -0.00072557252383258621 0.0011565642911920951 -0.00051087539321207655 0.00022879965104378086 0.00043893617210606563 -0.00055645518715278662 0.000957980768343385
leaf_weight=0.0015597949001455577 0.0010727936931151085 0.00104041837251334 0.0010763949660788077 0.0011103764712583888 0.0014513715882786072 0.0018470209834701157 0.0010833079385451075 0.0010272260853550911 0.0015443892095926151 0.0017550288892011212 0.0015069685069930431 0.001031790354910786 0.0013535158350664392 0.0012339554251193999 0.0010734872961134069 0.0013179435582937882 0.0011473912828555196 0.0013590234191001036
leaf_count=121 135 213 121 271 422 243 87 780 371 177 160 34 129 241 133 68 151 53
internal_value=0 1.8525e-05 -1.25741e-05 2.56987e-05 -2.22784e-05 0.00036242 -8.96565e-05 -2.64343e-05 2.27174e-05 7.99712e-05 -0.000294739 0.000201454 0.000317985 0.000146081 -0.000238935 0.000297076 -2.43288e-05 0.000569986
internal_weight=0 0.0235194 0.022479 0.0214026 0.0198428 0.0029574 0.0168854 0.015434 0.0143507 0.0133235 0.003262 0.0100615 0.00795622 0.0066027 0.00210528 0.00536875 0.00246533 0.00290341
internal_count=3910 3775 3562 3441 3320 514 2806 2384 2297 1517 337 1180 1013 884 167 643 219 424
is_linear=0
shrinkage=0.00170698


Tree=2168
num_leaves=21
num_cat=0
split_feature=1213 14 38 124 40 3 133 48 52 3 4 0 457 0 52 42 15 4 0 2
split_gain=0.000362374 0.000318848 0.000194977 0.000352832 0.000323124 0.000312633 0.000272592 0.000236202 0.000188237 0.000209126 0.000292411 0.000319332 0.000284824 0.000214987 0.000346491 0.000189719 0.000413958 0.000325812 0.000157868 0.000249726
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 0.093130000000000004 0.12675000000000003 -0.40083499999999994 -0.15327499999999997 -0.23071499999999998 -0.045139999999999993 -0.066264999999999991 -0.15291499999999997 -0.0066199999999999991 0.083725000000000008 0.090325000000000003 0.0033150000000000007 -0.099024999999999988 0.08221500000000001
decision_type=2 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 -6 -10 -11 12 -12 14 -14 18 17 -17 19 -15
right_child=1 -3 -4 4 5 -7 -8 -9 9 10 11 -13 13 15 -16 16 -18 -19 -20 -21
leaf_value=-0.00087534004472410176 0.00076711860602762696 -0.00077133867335089121 -0.00057676822620191437 -0.00066037237726384972 -0.00043782238263406092 0.00087239566680781327 -0.00073873001367733677 -0.00061839189903714078 0.00072053103580174704 -0.00054379043702308693 -0.00066933761449963726 0.00095379195583628442 2.4541769797443198e-06 0.00056853823600199144 0.0010045014784263117 0.00049113267531333599 0.00099938590691484009 -0.00069485138237257893 -0.0006527090698484801 -0.00050027023003954268
leaf_weight=0.0011250444540649917 0.0017026120576407967 0.0011571665334114958 0.0010988754489034544 0.0014830140817823174 0.0012872298502937659 0.0011439112003927545 0.001016619906070145 0.0010731948882689571 0.0015274748708600438 0.0014318445190739581 0.0010117186053416266 0.0011951548463938642 0.0016126698907896753 0.0010484807981621103 0.0016884384086894811 0.0010870995667985259 0.001251559959741938 0.0011284235675480397 0.0012852640511778887 0.0010417018684741458
leaf_count=592 263 112 88 133 291 140 528 63 107 91 179 54 50 28 86 264 147 158 473 63
internal_value=0 2.14264e-05 5.9467e-05 8.98429e-05 3.574e-05 8.77977e-05 3.97688e-05 8.4558e-05 0.000130012 0.000177755 0.0001176 0.000194277 0.000112905 0.000190925 0.000514978 3.45896e-05 0.000288604 -0.00011292 -0.000226321 3.58672e-05
internal_weight=0 0.0252725 0.0241153 0.0230164 0.0213138 0.0198308 0.0186869 0.0176703 0.0165971 0.0153098 0.0137824 0.0123505 0.0111554 0.0101436 0.00330111 0.00684253 0.00346708 0.00221552 0.00337545 0.00209018
internal_count=3910 3318 3206 3118 2855 2722 2582 2054 1991 1700 1593 1502 1448 1269 136 1133 569 422 564 91
is_linear=0
shrinkage=0.00154607


Tree=2169
num_leaves=20
num_cat=0
split_feature=1213 14 44 3 48 0 15 2 3 0 3 124 3 0 47 12 13 4 16
split_gain=0.000431313 0.00037672 0.000202791 0.000253482 0.000186089 0.0002667 0.000308637 0.000272303 0.00042182 0.000253902 0.000223148 0.00020125 0.000205898 0.000218093 0.000212688 0.000257058 0.00019493 0.000125073 0.00011936
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 0.24227500000000002 0.12862000000000004 -0.10575999999999998 -0.079799999999999996 0.091025000000000009 0.088060000000000013 -0.089879999999999974 0.097615000000000021 -0.048219999999999992 -0.115685 -0.082994999999999985 0.10436500000000001 0.091475000000000015 -0.091229999999999992 -0.23071499999999998 -0.097709999999999977
decision_type=2 2 2 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 18 -9 -7 -8 -11 17 -14 15 -15 -17 -13 -2
right_child=1 -3 -4 -5 -6 9 10 8 -10 11 -12 12 13 14 -16 16 -18 -19 -20
leaf_value=-0.0009476983290782658 -0.00069998813671103141 -0.00087077342703991811 -0.00059450084816107683 0.00083293628630780195 -0.00052163540936852855 -0.00055022713867092623 0.00037638273992672409 0.0010859229250381075 -6.3186396044413262e-05 0.00069397572225573135 0.0012763755891154718 2.9369442216466885e-05 0.00031385772867243995 -0.00097096240068109856 0.00019906430240999328 0.00026008031463351015 -0.00051072716004274337 0.00065541458157791148 2.8904221489617249e-05
leaf_weight=0.0010953414899071623 0.0010145250488336199 0.0010395006276648347 0.0010406453959692632 0.0010079744175623675 0.0012123510550906815 0.0019123906243852734 0.0015927992176414602 0.0011974121482232931 0.0018961751229653601 0.0010042963517452414 0.0010503374523826992 0.001534643300146854 0.001865179155885281 0.0014507900328974152 0.0015953711481229149 0.0012653549987589052 0.0018644135099953538 0.0014038791443791417 0.0010507567708481491
leaf_count=592 32 112 71 160 91 410 113 134 42 139 52 116 524 455 90 26 576 136 39
internal_value=0 2.32809e-05 6.05164e-05 8.90147e-05 5.62852e-05 8.85754e-05 0.000312846 9.70563e-05 0.000381591 -3.73401e-05 0.000734025 4.45062e-05 -1.49002e-05 -0.000140378 -0.00027756 -0.000443565 -0.000199092 0.000328463 -0.000329148
internal_weight=0 0.0259988 0.0249593 0.0239186 0.0229107 0.0216983 0.00780201 0.00515887 0.00309359 0.0138963 0.00264314 0.0119839 0.0109796 0.00804111 0.00617593 0.00458056 0.00312977 0.00293852 0.00206528
internal_count=3910 3318 3206 3135 2975 2884 412 247 176 2472 165 2062 1923 1671 1147 1057 602 252 71
is_linear=0
shrinkage=0.00151575


Tree=2170
num_leaves=14
num_cat=0
split_feature=49 42 151 403 12 3 52 2 52 2 4 15 52
split_gain=7.49136e-05 0.000163668 0.000145909 0.000131033 0.000171022 0.000193064 0.000264805 0.000126139 0.000121489 0.000115916 0.000141316 0.000161023 8.22556e-05
threshold=-0.047894999999999993 0.10138000000000001 -0.039414999999999999 0.03138500000000001 0.10333000000000002 -0.075954999999999981 0.0033900000000000002 0.11230000000000001 -0.068164999999999989 0.097940000000000013 -1.0000000180025095e-35 -0.033649999999999992 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 9 -4 10 -7 -12 -9
right_child=1 -3 8 -5 -6 7 -8 12 -10 -11 11 -13 -14
leaf_value=0.0022826984854189569 -0.0035703548585803804 -0.0028430967773103119 0.0013507003939343361 0.0018193054034915234 0.0021076946291945738 0.0016496660245099194 0.00041349798104702154 -0.002370892257303225 -0.0016138130581737436 0.0026374310929744107 -0.0024718616273754299 0.0010414384752986954 0.00018852562404432968
leaf_weight=0.0017417873429191114 0.0018899018254156866 0.0010311043541429117 0.0011664314074311122 0.0015286271261992753 0.0012255336261878811 0.0016346606405258229 0.0012823209842039041 0.0013321259564715079 0.0013840110564801991 0.0010469851560966914 0.0013565110846645856 0.001067301177392288 0.0010115541990376176
leaf_count=250 936 424 97 370 212 229 678 156 158 128 152 44 76
internal_value=0 -0.000245445 0.000773011 -4.51945e-05 -0.000285774 -0.000561942 -0.00195995 3.33989e-05 -0.000258008 0.000629996 0.000112127 -0.000924816 -0.00126622
internal_weight=0 0.0144066 0.00429223 0.0133755 0.0118469 0.0106214 0.00317222 0.00744914 0.00255044 0.00510546 0.00405847 0.00242381 0.00234368
internal_count=3910 3405 505 2981 2611 2399 1614 785 255 553 425 196 232
is_linear=0
shrinkage=0.0067667


Tree=2171
num_leaves=20
num_cat=0
split_feature=1213 14 4 11 3 403 13 52 39 0 15 0 0 2 15 4 16 1 4
split_gain=0.000379626 0.000357366 0.000200166 0.000310897 0.000207149 0.000172621 0.000178543 0.000443439 0.000258044 0.000292752 0.000331925 0.000282952 0.000372637 0.000261144 0.00023567 0.000200018 0.000441856 0.000167004 0.000156699
threshold=-1.0000000180025095e-35 0.077685000000000018 0.50657000000000008 0.088315000000000018 -0.15002999999999997 0.03138500000000001 -0.083514999999999992 0.11588000000000002 0.005105000000000001 -0.10131499999999999 -0.11739999999999999 -0.074249999999999997 -0.053834999999999994 0.084925000000000014 -0.017214999999999998 0.0057500000000000008 -0.094359999999999986 0.090475000000000014 -0.083329999999999987
decision_type=2 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 17 9 10 -8 -11 -13 -12 -10 -15 -17 18 -6
right_child=1 -3 -4 -5 5 -7 8 -9 14 11 13 12 -14 15 -16 16 -18 -19 -20
leaf_value=-0.00094376534391340074 0.00061421833523813687 -0.00089547377931831716 0.00077374745534571153 -0.00081496347727027759 0.00061381001656053442 0.00056423528319138056 -0.00080690043251084001 -0.00073816219642903742 -0.00010784294898665391 -0.0011714773651795758 0.00073460424829879323 0.00030444293368534061 -0.00086814275641013984 -0.00053078434126895653 0.00093566485713419858 -0.00042632987048315727 0.001009427511333463 0.00084234138237331653 -0.00012504729092988105
leaf_weight=0.0010819506692482583 0.001732365688269173 0.0010347143310143183 0.0010022792602082204 0.0010513603955395459 0.0013560242511208576 0.0014713853430418844 0.001095959931607271 0.0010105735451950981 0.001200743411848032 0.00131277336806691 0.0014942366685772816 0.0014394802616120028 0.0013672494278426633 0.0014384514553849037 0.0010493465931708237 0.0011977066344889681 0.0010328513482043 0.0016825723646539219 0.0016419755472327916
leaf_count=592 132 112 212 111 33 206 82 133 161 809 24 304 201 74 51 67 18 179 409
internal_value=0 2.97528e-05 7.03572e-05 3.91284e-05 8.08479e-05 3.41612e-05 -8.41228e-06 0.000228135 -0.000115012 -0.000222071 -2.90692e-06 -0.00055507 -0.000266762 0.00016775 0.000378805 -6.31061e-05 0.000238492 0.000436766 0.000209145
internal_weight=0 0.024612 0.0235773 0.0225751 0.0215237 0.0197913 0.0183199 0.00569115 0.0126288 0.0103787 0.00625921 0.0041195 0.00280673 0.00516325 0.00225009 0.00366901 0.00223056 0.00468057 0.002998
internal_count=3910 3318 3206 2994 2883 2751 2545 754 1791 1579 265 1314 505 183 212 159 85 621 442
is_linear=0
shrinkage=0.00160853


Tree=2172
num_leaves=18
num_cat=0
split_feature=1213 14 38 124 402 40 48 50 3 150 4 15 0 3 15 0 16
split_gain=0.000421848 0.000214445 0.00019385 0.000410823 0.000236344 0.000168902 0.000206785 0.000282392 0.000326873 0.000284892 0.000240876 0.000230305 0.000166596 0.000215545 0.000237101 0.000256855 0.000116393
threshold=-1.0000000180025095e-35 0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.062739999999999976 0.12649500000000002 0.088425000000000017 0.097615000000000021 0.090480000000000019 -0.23071499999999998 -0.087539999999999993 -0.055084999999999988 -0.089974999999999986 0.083935000000000023 -0.10131499999999999 -0.057604999999999996
decision_type=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 9 10 -7 -10 13 -12 15 16 -15
right_child=1 -3 -4 4 -6 6 -8 -9 11 -11 12 -13 -14 14 -16 -17 -18
leaf_value=-0.0008651576448814169 0.00075518358326211567 -0.00060253412706679508 -0.00053525348653705822 -0.00050645297191557364 0.0006679150294281673 -0.00040480308268653391 -0.0004930975656113522 -0.000599099065203424 0.00011326583865206967 -0.00058813821455750749 -0.00031534639133241481 0.00084355235182622236 0.00060478054838364445 9.1368529763737378e-05 0.00071684285249372977 -0.00041991543698353891 0.00070241920400289132
leaf_weight=0.0011295791845013911 0.0017172507486239953 0.0010557154968948981 0.0010820862222945945 0.0012937834707815307 0.0011164797633430928 0.001695452227687533 0.001436889323803702 0.0011933173854305262 0.0016468771056592363 0.0014284773572424978 0.0019546407451380083 0.0018943858903454061 0.0015700428993524534 0.0017024205428382011 0.0015228141429216302 0.0014798029981086388 0.0010151874840110481
leaf_count=592 263 119 88 129 281 140 89 475 85 181 230 141 151 81 386 436 43
internal_value=0 2.73592e-05 5.53588e-05 8.35526e-05 2.85012e-05 -7.49198e-06 2.73266e-05 7.10484e-05 0.000121312 1.17664e-05 9.00957e-05 0.00050393 0.000180857 9.41348e-05 0.000234057 5.89036e-05 0.000319632
internal_weight=0 0.0248056 0.0237499 0.0226678 0.0209506 0.0198341 0.0185403 0.0171034 0.0159101 0.0123688 0.0109404 0.00354126 0.00924491 0.00767487 0.00572023 0.00419741 0.00271761
internal_count=3910 3318 3199 3111 2848 2567 2438 2349 1874 1648 1467 226 1327 1176 946 560 124
is_linear=0
shrinkage=0.00142833


Tree=2173
num_leaves=16
num_cat=0
split_feature=4 158 159 151 16 42 43 3 13 3 1 52 3 3 52
split_gain=7.24267e-05 0.000139063 0.000123565 0.000102834 0.000126194 0.000127579 0.000189287 0.000140628 0.000116698 0.000235925 0.000113761 0.000111933 7.93372e-05 6.74675e-05 4.42858e-05
threshold=0.27608500000000008 0.085745000000000002 0.088320000000000023 -0.024429999999999997 -0.30307999999999996 -0.10770999999999999 -0.074254999999999988 -0.078669999999999976 -0.09547499999999999 -0.044019999999999997 0.088385000000000005 -0.010284999999999997 0.10856000000000002 -0.10140999999999999 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 -6 7 13 14 -10 -1 -11 -2 -7 -8
right_child=12 -3 -4 4 5 6 8 -9 9 11 -12 -13 -14 -15 -16
leaf_value=-0.00058433337061259013 0.0024505340778784002 -0.0027768846091280265 0.0022592208093176582 -0.0027845445387074232 -0.0026612432049110627 0.0015038117617546527 0.0016657319064491238 0.0032338917266467719 -0.0041381319216978931 -0.0017841630235187111 0.0025506842689938841 0.0010868524200412901 -9.6647749329466584e-05 -0.0010159972071570561 -0.00044071635262515316
leaf_weight=0.0010809037999531682 0.0012048294022015639 0.0010046610237550531 0.0011364354776040317 0.0011101640925774625 0.0010137544671693062 0.0010970497765310228 0.001056253494391036 0.0012896135323848283 0.0011936360931050823 0.0013784747155430876 0.0013327936003005025 0.0014231648989102563 0.0013228317855709243 0.0010946151714057786 0.0010037132061452014
leaf_count=250 286 328 236 96 165 109 96 172 1132 111 168 106 155 428 72
internal_value=0 -0.000189358 -1.84514e-05 -0.000202365 -0.000481632 -0.000239306 1.81519e-05 0.00135241 -0.000748937 -0.00146475 0.00114676 -0.000325757 0.00111749 0.000245307 0.000639371
internal_weight=0 0.0162152 0.0152106 0.0140741 0.0116604 0.0105503 0.00953652 0.00348128 0.00605524 0.00399528 0.0024137 0.00280164 0.00252766 0.00219166 0.00205997
internal_count=3910 3469 3141 2905 2487 2391 2226 709 1517 1349 418 217 441 537 168
is_linear=0
shrinkage=0.00718087


Tree=2174
num_leaves=15
num_cat=0
split_feature=49 42 151 16 403 3 4 4 2 457 1 4 3 43
split_gain=6.88178e-05 0.000141867 0.000131121 0.000189168 0.000172836 0.000166726 0.000154824 0.000178172 0.00013984 0.000129257 0.000122908 0.000122373 9.28728e-05 4.47892e-05
threshold=-0.047894999999999993 0.10138000000000001 -0.03268999999999999 -0.23935499999999996 0.03138500000000001 -0.078669999999999976 -1.0000000180025095e-35 0.070230000000000015 0.099015000000000006 0.088175000000000017 0.085835000000000009 -0.072054999999999994 0.0048550000000000008 -0.085549999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 8 5 13 11 -8 -4 10 -1 -7 -12 -5
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.0023812820404394471 -0.0023234996353781344 -0.003321492659990074 0.00048976142654483029 -0.0040184609155558305 0.0025851323800470125 0.00012267861691407238 -0.0034367183356086204 0.0006303618088660866 0.0047072105939971109 0.0032643118996204851 0.002989547381926679 0.0037282096197591079 -0.00059205078445187206 -0.001593343451090395
leaf_weight=0.0010185015658449722 0.001596895969631887 0.001017722887225553 0.0011995575553925336 0.0010128858417988362 0.0012920653031155598 0.0019198762779285422 0.0014725008858159213 0.0015813078391032215 0.00103820473856806 0.0012001173144918081 0.0010225857004116795 0.0010205786744919426 0.0010274160295267176 0.0011524918494453824
leaf_count=144 371 424 161 345 305 187 199 115 141 105 172 241 84 916
internal_value=0 -0.000294036 -6.21355e-05 0.000246789 -0.000273994 -0.000726732 -3.88967e-06 -0.00133072 0.00244644 0.00092325 7.64101e-06 0.00137409 0.00119453 -0.00272773
internal_weight=0 0.0143041 0.0132864 0.0116895 0.00945171 0.00815964 0.00599426 0.00305381 0.00223776 0.00426862 0.0030685 0.00294045 0.00205 0.00216538
internal_count=3910 3405 2981 2610 2308 2003 742 314 302 505 400 428 256 1261
is_linear=0
shrinkage=0.00841354


Tree=2175
num_leaves=20
num_cat=0
split_feature=1213 14 1374 11 3 160 13 1 12 2 14 15 15 0 39 2 52 47 0
split_gain=0.000411924 0.000313143 0.00029743 0.000285022 0.000254532 0.000228629 0.000203286 0.000314172 0.000214992 0.00033116 0.000265729 0.000254565 0.000397756 0.000223397 0.000332222 0.000198459 0.00016663 0.000160519 0.000138245
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.088315000000000018 -0.15002999999999997 -0.23073999999999997 -0.083514999999999992 0.08844500000000001 0.051320000000000005 0.11230000000000001 -0.073394999999999974 0.085120000000000015 -0.053579999999999996 -0.23029999999999998 0.005105000000000001 0.10393500000000001 -1.0000000180025095e-35 0.082465000000000024 -0.11991499999999998
decision_type=2 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 15 9 13 -11 12 -10 -8 18 16 -7 -9 -15
right_child=1 -3 3 -5 5 6 8 17 11 10 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00098890913749746074 -0.00080692752665661375 -0.00085461567715534056 0.00072655958808129633 -0.00065850721033084553 -0.00066821159854325613 -0.00014186434017688024 0.00088995892656658316 0.0012085915645396331 8.6880414692101921e-06 0.00023812908754285329 -0.00088943169717345242 0.00020816206430655036 -0.0011870922245297056 0.00019370381113558048 0.00079915466866488599 -0.00055493592197473527 0.00071176337602380088 0.00039293006636629483 -0.00051890442469336787
leaf_weight=0.0011181493083300053 0.0010085042141620973 0.0010373481618466121 0.0018611090975959961 0.0012530850748664326 0.001010175116992979 0.0011654687718689882 0.0016625026406984489 0.0013377731919739441 0.0015992547919815702 0.0010633950273786844 0.0011947220702789516 0.0019647391236552736 0.001408127649409255 0.0015751856364287775 0.0015571348646951193 0.0010077967901868101 0.0013046250689955291 0.0012623198484536524 0.0013703847116826144
leaf_count=592 66 112 147 125 339 279 63 206 399 55 120 523 283 56 161 50 132 72 130
internal_value=0 2.84043e-05 6.56305e-05 0.000102921 0.000145622 9.28387e-05 0.000132318 0.00038118 1.94002e-05 0.000179095 -0.00035844 -0.00025114 -0.000551205 0.000375976 0.000186202 5.86514e-05 0.000308995 0.000812596 -0.000137827
internal_weight=0 0.0256437 0.0246063 0.0235978 0.0223447 0.0204836 0.0194734 0.00607798 0.0133954 0.00842332 0.00225812 0.00497212 0.00300738 0.00616521 0.00450271 0.00347789 0.00247009 0.00260009 0.00294557
internal_count=3910 3318 3206 3140 3015 2868 2529 739 1790 585 175 1205 682 410 347 461 411 278 186
is_linear=0
shrinkage=0.0016407


Tree=2176
num_leaves=15
num_cat=0
split_feature=403 52 15 15 43 42 16 13 51 4 13 42 2 2
split_gain=7.42669e-05 0.000100153 0.000161576 0.000120938 9.26813e-05 0.000156132 0.000144271 0.000146819 0.00011503 0.000179909 0.000284539 0.000179773 0.000107456 5.89176e-05
threshold=0.087440000000000004 0.28122000000000008 -0.24219999999999997 -0.11739999999999999 -0.17307499999999998 -0.09602999999999999 0.081265000000000018 -0.060719999999999989 0.090935000000000016 -1.0000000180025095e-35 -0.083514999999999992 0.060615000000000009 0.090545000000000014 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 13 9 11 -11 12 -6 -8
right_child=-2 -3 3 4 6 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0031794714453840835 -0.0023017249188098756 -0.0023941982209495197 -0.0022803644210488182 -0.00050456827815757396 0.0012850667882559179 0.0041690159574440718 -0.0017689121040875954 -0.0042718792603303659 0.0031936699353721982 0.0020091357651790018 -0.0033733084023360063 -0.0015688301749907292 0.0048800495551364386 0.0011409235996268639
leaf_weight=0.0013634458692088304 0.0010273000947901489 0.0011352742966255621 0.0015533581495532018 0.0010453062691599957 0.0016240481663548122 0.0011505746086815606 0.0010407603779758745 0.0010535898305927263 0.0011282150340816829 0.0012087432282715804 0.0019940417581194147 0.0010572835899226116 0.0010483176972377328 0.0010932112079471146
leaf_count=279 349 349 263 68 462 101 168 298 177 169 273 704 158 92
internal_value=0 0.00011996 0.000294416 3.21303e-05 0.000299321 0.00194425 -2.18025e-05 -0.00159826 0.000601603 0.000179759 -0.00134195 0.00148651 0.00269531 -0.000278234
internal_weight=0 0.0174962 0.0163609 0.0149974 0.0134441 0.00219588 0.0112482 0.00318756 0.00806065 0.00693243 0.00320278 0.00372965 0.00267237 0.00213397
internal_count=3910 3561 3212 2933 2670 169 2501 558 1943 1766 442 1324 620 260
is_linear=0
shrinkage=0.00875344


Tree=2177
num_leaves=21
num_cat=0
split_feature=1213 14 38 124 40 3 48 52 4 0 457 0 52 52 15 0 4 42 15 3
split_gain=0.000349538 0.000311576 0.000227681 0.000407038 0.000199566 0.000373091 0.000278166 0.000252244 0.000227208 0.000424549 0.000318457 0.000294568 0.000410421 0.00028338 0.000150279 0.000392678 0.000238465 0.000201265 0.000164395 0.000137907
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 0.12649500000000002 -0.40083499999999994 -0.23071499999999998 -0.045139999999999993 -0.066264999999999991 -0.15291499999999997 -0.0066199999999999991 0.091715000000000005 -0.11739999999999999 -0.10575999999999998 -0.012554999999999998 0.08401500000000002 -0.07052499999999999 -0.12817999999999996
decision_type=2 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 19 10 -10 12 -12 14 -13 -16 17 -17 -18 -9
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 11 13 -14 -15 15 16 18 -19 -20 -21
leaf_value=-0.0009495276761743172 0.0008766038976409042 -0.00087401049205520619 -0.00068695358231471936 -0.00058296168110463092 -0.00063131035502691081 0.00097329344261947619 -0.000737572542007527 4.3369947431107523e-05 -0.00077472028285424156 0.0010070129058664602 -2.7608220968151851e-05 -0.00040514207247670415 0.0011191869508107323 -0.00080688732293713846 0.0010608719036488334 -0.00013373214688165483 6.6736225951612109e-05 0.00085692998382389343 -0.00086519408412006477 -0.00076754130214377317
leaf_weight=0.0010499865848603218 0.0016428940229892752 0.0010128536011063663 0.0010624415695322928 0.0013445667271244207 0.0012853460221373186 0.0011592064359648704 0.0012376884070083019 0.0011415686068474429 0.0010256629264400246 0.0015690951166315035 0.0015730992445242009 0.0011793867083440329 0.0018028034086752182 0.0010095296921078245 0.0012204142645586497 0.0010682965141338248 0.0010177566844643618 0.0011423615766857648 0.0010204019196298399 0.0011168701218000803
leaf_count=592 263 112 88 133 344 140 79 37 191 114 53 107 97 476 61 309 204 209 214 87
internal_value=0 1.70753e-05 5.52871e-05 9.02469e-05 2.8475e-05 7.04852e-05 1.36397e-05 6.77822e-05 0.000124342 0.000204213 9.97605e-05 0.000181047 0.000584805 3.06094e-06 0.000126044 0.000240589 4.97405e-06 0.000378194 -0.000399834 -0.000357652
internal_weight=0 0.0246322 0.0236194 0.0225569 0.0209141 0.0195695 0.0184103 0.0171726 0.0158872 0.0136288 0.0120597 0.0110341 0.0033759 0.00765815 0.00664862 0.00546923 0.00424882 0.00221066 0.00203816 0.00225844
internal_count=3910 3318 3206 3118 2855 2722 2582 2503 2159 2035 1921 1730 150 1580 1104 997 936 518 418 124
is_linear=0
shrinkage=0.0016407


Tree=2178
num_leaves=15
num_cat=0
split_feature=484 3 160 1 2 42 49 3 43 2 52 0 4 13
split_gain=7.26149e-05 7.77382e-05 8.45948e-05 0.000113858 0.000156521 9.15562e-05 0.000111645 0.000171608 0.000214179 0.000188152 0.000187552 0.000179195 0.000169021 4.40073e-05
threshold=-0.0043499999999999988 -0.15464999999999998 -0.217635 0.13562500000000002 0.12547000000000003 -1.0000000180025095e-35 -0.047894999999999993 -0.078884999999999997 -0.074254999999999988 0.086875000000000022 -0.074484999999999982 -0.13870499999999999 0.0051950000000000008 -0.10241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 12 9 -9 -8 -10 -12 -7 -13
right_child=1 2 3 -5 -6 6 7 8 10 -11 11 13 -14 -15
leaf_value=-0.0016948958995584265 0.0016790835360335349 -0.0020547623475802518 -0.0012813742639353233 0.0022113410073824123 -0.0027064600854832498 -1.3655100158181705e-05 -0.0039854954503427209 0.003470034514961307 -0.0023940714744891045 0.0003575496600019579 0.003214957439335169 -0.0014138677420886825 0.0035408115099685327 0.00063478930335402525
leaf_weight=0.0012336639283420164 0.0014850984820444771 0.001005557015451279 0.0019729799560491345 0.0012067958775471852 0.0010849151362020077 0.0014823886915126538 0.0010293264920031298 0.0010878688893856646 0.0012901305061358559 0.0010281452231004767 0.0010905357522101866 0.0010455192128810409 0.0012902702912899744 0.0011197448883624606
leaf_count=612 227 395 822 189 161 197 351 111 125 281 73 43 90 233
internal_value=0 0.000108607 -3.96252e-05 9.79529e-05 -9.06628e-05 0.000137522 0.000405056 -4.02902e-05 0.000607917 -0.00181522 -7.70057e-05 0.000841146 0.00164043 -0.000354425
internal_weight=0 0.0172193 0.0157342 0.0147286 0.0135218 0.0124369 0.0104639 0.00769127 0.0056338 0.00205747 0.00454593 0.0032558 0.00277266 0.00216526
internal_count=3910 3298 3071 2676 2487 2326 1504 1217 585 632 474 349 287 276
is_linear=0
shrinkage=0.00718087


Tree=2179
num_leaves=20
num_cat=0
split_feature=1213 14 150 13 132 52 457 52 2 48 15 13 2 4 43 16 42 16 1
split_gain=0.000327914 0.000262963 0.00019031 0.000191237 0.000291429 0.000246492 0.000229917 0.000206317 0.000201143 0.000499102 0.000236624 0.000180862 0.000226663 0.000154965 0.000205907 0.000249434 0.00015709 8.81221e-05 3.12096e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.20684999999999998 -0.089899999999999994 0.085645000000000013 -0.40083499999999994 -0.0015249999999999997 0.10062000000000001 0.11230000000000001 0.093225000000000016 -0.074174999999999977 -0.123625 0.097940000000000013 -0.37626499999999991 -1.0000000180025095e-35 -0.0092949999999999994 0.08401500000000002 -0.089559999999999987 0.084795000000000023
decision_type=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 -7 11 9 13 -10 12 -4 -8 16 17 -15 -16 -18
right_child=1 -3 3 4 -6 6 8 -9 10 -11 -12 -13 -14 14 15 -17 18 -19 -20
leaf_value=-0.00094465635963073946 0.00053163690472100551 -0.00085323396162052844 -0.00034393138730878694 -0.00095940473813162762 0.00049261580194100065 -0.00076568010435328364 -0.00063777756753767209 -0.00038026970896415895 -0.00014115690635143848 0.00088308271126813801 -0.0010440741727547004 0.00077872911906686632 0.00044874661501218075 -0.00062176776193476003 0.00010415936306201433 0.00071881107001459631 0.00014395012359919097 -0.00043245989141563337 -0.00022124762923175504
leaf_weight=0.0011223594716394383 0.0010351857069821327 0.0010447493368348762 0.001447062661912718 0.0010223134159979214 0.0012465301937309844 0.0014551665396587967 0.0013091968610159039 0.0014114725842220843 0.0015707036056859403 0.0011264073506714887 0.0010827770357427343 0.0011512066613852115 0.0017721794636647303 0.0020000869153571797 0.0019067468166624885 0.0011941449675429506 0.0010395265220960841 0.0010467791288076844 0.0010275714126517024
leaf_count=592 42 112 86 334 221 196 95 116 150 108 124 126 158 465 144 79 328 183 251
internal_value=0 -0.000123513 -9.15406e-05 -0.000119822 -0.00019911 -0.000253748 -0.000204869 0.000113683 -0.000143529 -5.23248e-05 -0.000509601 0.000273209 9.24346e-05 -0.000162955 -8.7283e-05 0.000145691 -0.000324868 -8.60275e-05 -3.75927e-05
internal_weight=0 0.0248898 0.0238451 0.0228099 0.017028 0.0157814 0.0147591 0.00578192 0.0133039 0.0106505 0.00265348 0.00437045 0.00321924 0.00952405 0.00821486 0.00414767 0.00406718 0.00295353 0.0020671
internal_count=3910 3318 3206 3164 2678 2457 2123 486 1927 1653 274 370 244 1545 1450 406 1044 327 579
is_linear=0
shrinkage=0.00148603


Tree=2180
num_leaves=21
num_cat=0
split_feature=1213 14 38 124 484 457 4 13 43 42 3 48 2 1 16 2 131 151 2 3
split_gain=0.000403019 0.000323474 0.000240248 0.000364696 0.000274614 0.000269796 0.000259296 0.000352578 0.000373415 0.000323957 0.00031637 0.000258421 0.000230253 0.000430188 0.000220394 0.000188717 0.000238963 0.000157256 0.0002239 0.000100845
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.068264999999999978 -0.51381999999999983 -0.094679999999999986 0.0041500000000000009 -0.10770999999999999 -0.10628499999999998 0.085575000000000012 0.096750000000000017 0.10498500000000001 -0.072359999999999994 1.0000000180025095e-35 0.096160000000000009 -0.030624999999999996 0.085255000000000011 -0.075679999999999983
decision_type=2 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 -9 -11 19 15 -14 -15 16 -12 -17 -19 -8
right_child=1 -3 -4 4 5 6 7 8 -10 10 12 -13 13 14 -16 17 -18 18 -20 -21
leaf_value=-0.0010402894716054103 0.00087065765071931355 -0.00090085874480813459 -0.00071421237832364659 -0.00067788505595784082 -0.00066274388526885652 -0.00067616390151714037 0.0012801698440295809 -0.000705332569389504 -0.00081644818947373401 0.00098648734901585645 -0.000432426693420042 1.474223715587077e-05 -0.0011568844994990868 0.00074202411716067969 -0.00034212087072665138 0.0010695265723687964 0.00063723237060469965 0.00093869204042431155 -0.0001019753291999352 0.00063138665986486235
leaf_weight=0.0011320103639393458 0.0017216110250967585 0.001105947819979163 0.0011555484683567615 0.001510415574201329 0.001346215750733514 0.0011041606594380275 0.0013046961006391022 0.0012123914521582771 0.0013395371833636186 0.0015000437124280614 0.0017016847236546936 0.0014204948062823963 0.0010651579100935393 0.0011039405255827001 0.0011718344995240715 0.0012609601168769319 0.0010082830852131686 0.0010545872923876081 0.0015448417976802464 0.0016383054949537573
leaf_count=592 263 112 88 542 154 44 66 124 307 186 267 82 212 86 61 98 78 111 334 103
internal_value=0 2.07401e-05 6.12429e-05 9.85652e-05 3.89246e-05 9.10338e-05 0.000143257 0.000192626 5.7625e-05 0.000150375 0.000241289 0.000624632 0.000128506 -0.000243651 0.00018378 0.000317743 -3.44444e-05 0.000564976 0.000320223 0.000919006
internal_weight=0 0.0262707 0.0251647 0.0240092 0.0222876 0.0207771 0.0194309 0.0183268 0.0139633 0.0126237 0.0114113 0.0043635 0.00991129 0.00334093 0.00227578 0.00657036 0.00270997 0.00386039 0.00259943 0.002943
internal_count=3910 3318 3206 3118 2855 2313 2159 2115 1864 1557 1433 251 1247 359 147 888 345 543 445 169
is_linear=0
shrinkage=0.00174112


Tree=2181
num_leaves=15
num_cat=0
split_feature=11 3 1 4 4 2 13 15 151 4 12 0 0 2
split_gain=6.97163e-05 0.000129356 9.91071e-05 0.0001331 0.000168212 0.000110865 0.000107548 0.00010059 0.000141084 8.99647e-05 8.11611e-05 6.14954e-05 4.57748e-05 2.77008e-05
threshold=0.08184000000000001 -0.12008499999999998 0.094485000000000013 0.053925000000000008 -0.034289999999999994 0.10393500000000001 -0.057284999999999996 -0.0058549999999999991 -0.0074049999999999993 -0.08422499999999998 0.086865000000000012 -0.11756999999999999 -0.15291499999999997 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 5 4 -4 7 -5 8 -3 -9 -11 -8 -6 -1
right_child=-2 2 3 6 12 -7 11 9 -10 10 -12 -13 -14 -15
leaf_value=0.0012366751070214544 -0.0021016335690739818 -0.00017541136391445631 -0.00088184857643429902 0.0016759613929510345 0.0020361021948320621 -0.0035096472017606185 -0.0026860763101453646 -0.0014344280460015144 -0.0044513762705195104 -0.0003755525233772998 0.0029748789711128289 -5.5928461210387532e-05 0.0046949491284396794 0.00333983767645793
leaf_weight=0.001080267364868129 0.0012587970227613118 0.0017178922752458629 0.0011453373202777173 0.0013100657354922756 0.0010189115747607502 0.0011520712149878445 0.0015787232509769569 0.0012721820188163913 0.0010199591631235485 0.0010434264395389851 0.0014099748443581889 0.0013833428000474945 0.001135518584467754 0.001000412382062027
leaf_count=153 224 331 247 251 28 342 106 419 584 241 575 120 223 66
internal_value=0 0.00011834 -0.000173411 0.000564386 0.00193826 -0.000906983 -0.000496782 -0.000443073 -0.00176838 0.000530867 0.00154995 -0.00145775 0.00343748 0.0022479
internal_weight=0 0.0172681 0.0151874 0.0075719 0.00329977 0.00761551 0.00427213 0.00646343 0.00273785 0.00372558 0.0024534 0.00296207 0.00215443 0.00208068
internal_count=3910 3686 3467 975 498 2492 477 2150 915 1235 816 226 251 219
is_linear=0
shrinkage=0.00910708


Tree=2182
num_leaves=19
num_cat=0
split_feature=1213 11 14 13 52 132 2 453 151 4 160 43 0 52 13 42 0 49
split_gain=0.000391387 0.000179447 0.000177124 0.000180631 0.000263878 0.000239288 0.000225599 0.000168677 0.000257263 0.000212133 0.00019136 0.000209227 0.000176747 0.000295709 0.000251492 0.000188397 0.000198879 0.000328264
threshold=-1.0000000180025095e-35 0.088315000000000018 0.073890000000000011 -0.091229999999999992 0.10062000000000001 0.079995000000000011 0.097940000000000013 1.0000000180025095e-35 -0.08323499999999999 0.27223000000000003 -0.082109999999999975 0.0033500000000000005 -0.053834999999999994 0.016565000000000003 0.23436000000000004 0.092145000000000019 -0.10131499999999999 -1.0000000180025095e-35
decision_type=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 -10 12 13 15 -14 16 17 -12
right_child=1 -3 -4 5 -6 -7 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.00095687144197972136 0.00018536852431028542 -0.00055199381382579026 -0.00057700132988806885 0.00061307356958716075 -0.00025961998060986891 0.00065491885792393837 0.00096107293100406918 -0.00064568162354472578 -0.00070577703584913051 0.00049048579288882299 -0.000459548909801076 -0.00074036519843503424 -0.00095168318107362315 0.00070453130688959435 0.00015195592273067635 0.00055519447258405702 -0.00077355546856776433 0.00066684345581347775
leaf_weight=0.0010688985006507478 0.0019376976443753703 0.0012670218590348495 0.0010465527288961432 0.0016175890220773747 0.0013168164475298727 0.0014077421643203239 0.0019425713777643239 0.0010970778303777138 0.0013780600807264025 0.0015498425872752875 0.0015818208468090234 0.0010631982319388453 0.0010461026474332547 0.0017824790365086277 0.001091783924644929 0.0010223588476934789 0.0011760053198232034 0.0011605706359963663
leaf_count=592 151 145 99 330 104 234 164 74 397 203 44 260 188 326 30 124 403 42
internal_value=0 3.74831e-05 6.96509e-05 0.000100174 0.000362563 1.98394e-05 0.000573708 -3.7592e-05 8.51243e-06 -6.7578e-05 -0.000144103 -6.61104e-05 1.47898e-05 0.000142894 -0.000388073 -5.97282e-05 -0.000220169 1.71365e-05
internal_weight=0 0.0244853 0.0232183 0.0221717 0.00519709 0.0169746 0.00388027 0.0155669 0.0144698 0.0128522 0.0113024 0.00992432 0.00886112 0.00672323 0.00213789 0.00494076 0.0039184 0.00274239
internal_count=3910 3318 3173 3074 419 2655 315 2421 2347 2017 1814 1417 1157 939 218 613 489 86
is_linear=0
shrinkage=0.00160853


Tree=2183
num_leaves=15
num_cat=0
split_feature=403 160 11 3 457 475 2 2 2 48 4 1 3 12
split_gain=7.33088e-05 8.37436e-05 0.000102971 0.000119653 0.000153004 9.28755e-05 9.54391e-05 0.0001287 0.000102345 0.000113865 0.000132397 0.000157631 6.94955e-05 6.08759e-05
threshold=0.088015000000000024 -0.217635 0.08184000000000001 -0.12008499999999998 -0.0034949999999999994 -1.0000000180025095e-35 0.11835000000000002 0.097940000000000013 0.090815000000000021 0.078735000000000013 -0.08100499999999998 0.13084000000000004 0.11818000000000002 0.090385000000000007
decision_type=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 13 -9 -12
right_child=-2 2 -4 4 5 6 -8 12 -10 -11 11 -13 -14 -15
leaf_value=-0.0023317106159591668 -0.0023711142270596373 0.0027097691921823463 -0.0022527875181660288 -0.002980484621348119 -0.0019271927675867672 0.0030071428954529357 -0.0012639815251039546 0.001272178917735146 -0.0016359958107134561 0.0035231053006317702 -0.0033730671736750409 0.0021569239093946328 0.0041878449891296762 -0.00036411267691292349
leaf_weight=0.0010555133069409762 0.0010070551673505663 0.0016786255775216299 0.0012024580205442495 0.0011184372530068749 0.0011701555870244568 0.0011082198488049019 0.0016564703521482283 0.001285709103837844 0.0015058693040293216 0.0011259980331905228 0.0011534667798774089 0.0011180130085307986 0.001321531161268874 0.0010013135577899776
leaf_count=399 343 157 209 265 363 494 289 280 266 180 298 74 50 243
internal_value=0 0.000106188 0.000262651 0.000461073 0.000182808 0.000467054 0.000715502 0.00105634 0.000426664 0.00099069 0.000339815 -0.000563385 0.00275004 -0.00197482
internal_weight=0 0.0175018 0.0164463 0.0152438 0.0135652 0.0124467 0.0112766 0.00962012 0.00701288 0.00550701 0.00438101 0.00327279 0.00260724 0.00215478
internal_count=3910 3567 3168 2959 2802 2537 2174 1885 1555 1289 1109 615 330 541
is_linear=0
shrinkage=0.00892851


Tree=2184
num_leaves=21
num_cat=0
split_feature=1213 14 3 150 160 4 0 52 39 47 2 4 4 3 0 16 3 1 4 1
split_gain=0.000423016 0.000295514 0.000226218 0.000216228 0.000234322 0.000209256 0.000302677 0.000381592 0.000364513 0.000325637 0.000302214 0.000298714 0.000452094 0.000212751 0.000258215 0.000160006 0.000156462 0.000136198 9.94358e-05 0.000225048
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 -0.20684999999999998 -0.217635 -0.51381999999999983 -0.017269999999999997 -0.22491999999999998 0.084535000000000013 0.09252500000000001 0.11230000000000001 0.015635000000000003 -0.0025899999999999994 0.097615000000000021 0.12346000000000001 -0.074204999999999979 0.12046500000000002 0.11561500000000001 -0.08422499999999998 0.086145000000000013
decision_type=2 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 10 11 12 18 14 -8 -13 -12 -11 -9 -20
right_child=1 -3 -4 4 5 6 13 8 -10 17 16 15 -14 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.00094272706818863288 0.00070401190145315479 -0.00078008698492660928 0.00078197263024504021 -0.00067755884976699612 -0.00059295600443433328 -0.00065605934560758548 0.00070218706050123364 -0.00011539779070774528 0.000964333500858389 -0.00085487208079580398 4.9424625461723504e-05 0.00036928547324556563 -0.00063100049807833568 0.0010707106149797621 -0.00027738094828726201 0.0011076199067175353 -0.00077683409925479059 -0.0001031908667464882 6.3104330426367065e-05 0.00087676115676553793
leaf_weight=0.0011199591522805035 0.0010901264922047451 0.0010382835955030914 0.0010005963653229302 0.0011606800134252851 0.0011951696557354055 0.0019601629292733741 0.0013657049848709813 0.001023254664870102 0.0010145662992254939 0.0013005658160353479 0.0010055589382910743 0.001998973451996372 0.0017291312102061295 0.0010341923816046261 0.001215912677647063 0.0010810020842291282 0.0012034212985163606 0.0010344782747102599 0.0017691684023129987 0.0015027218752772242
leaf_count=592 42 112 162 347 65 324 141 214 226 147 115 176 177 43 115 44 28 54 528 258
internal_value=0 2.7915e-05 6.19001e-05 3.14797e-05 -9.68044e-07 3.56703e-05 7.27928e-05 -1.53878e-05 7.02587e-05 3.79625e-06 0.000112291 0.000236762 3.652e-05 0.000478186 0.000240822 0.000628424 -0.000400709 -0.00052186 0.000305249 0.000436803
internal_weight=0 0.0257237 0.0246854 0.0236848 0.0225947 0.021434 0.0202388 0.016623 0.0146628 0.0136483 0.0113132 0.00910425 0.00602428 0.00361581 0.00258162 0.00307998 0.00220898 0.00233504 0.00429514 0.00327189
internal_count=3910 3318 3206 3044 3002 2655 2590 2291 1967 1741 1540 1397 1177 299 256 220 143 201 1000 786
is_linear=0
shrinkage=0.00154607


Tree=2185
num_leaves=14
num_cat=0
split_feature=4 158 159 49 52 133 52 3 150 16 52 3 4
split_gain=7.86646e-05 0.000117475 0.000121083 0.000107711 0.0001256 0.000133896 9.80984e-05 0.000124803 0.000121677 0.000148978 0.000111554 7.7793e-05 6.82448e-05
threshold=0.27608500000000008 0.084965000000000027 0.088320000000000023 0.10447000000000002 0.11401500000000002 -0.0023199999999999996 0.091210000000000013 -0.08824499999999999 0.086420000000000011 -0.055679999999999993 -0.08799499999999999 0.10856000000000002 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 12 -11 -2 -9
right_child=11 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14
leaf_value=-0.00204699240709404 0.0026351500150663424 -0.0027442847638092004 0.0023470572600442553 0.0020841281887757673 -0.0026155053300933821 -0.0020198460014984303 0.0021998884314606733 0.0039151132677706273 -0.0013732639677732652 0.00099119744036020368 -0.002144025715423071 -5.2311355338674305e-05 0.0012045187868420938
leaf_weight=0.0018621942008991673 0.0011985233473129553 0.0010028662989710882 0.0011310732056856879 0.001063551774959288 0.0013751093955632629 0.00160354585166032 0.0012252628913552175 0.0010009175587480266 0.0017635392136056416 0.0017237492199846955 0.0010669375607404814 0.0013081822263655493 0.0011697355648091386
leaf_count=766 286 339 232 261 451 342 108 266 153 239 238 155 74
internal_value=0 -0.00021928 -5.03017e-05 -0.00024602 -0.000439768 -0.000177688 0.000186674 -0.000109506 0.000346014 0.000957142 -0.000207464 0.00123264 0.00245441
internal_weight=0 0.0159885 0.0149856 0.0138545 0.012791 0.0114159 0.00955369 0.00832842 0.00672488 0.00496134 0.00279069 0.00250671 0.00217065
internal_count=3910 3469 3130 2898 2637 2186 1420 1312 970 817 477 441 340
is_linear=0
shrinkage=0.0076204


Tree=2186
num_leaves=21
num_cat=0
split_feature=1213 14 38 124 402 3 48 50 4 43 47 52 52 13 47 1 4 52 3 2
split_gain=0.000353553 0.000273012 0.000194809 0.000540428 0.000267128 0.000211176 0.000236587 0.000263528 0.000341725 0.000372105 0.0004489 0.000267622 0.0002591 0.000201167 0.000178591 0.000172354 0.000373525 0.000147608 0.000104267 9.57685e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 0.16699000000000003 0.12649500000000002 0.082310000000000008 -0.23071499999999998 -1.0000000180025095e-35 0.09252500000000001 0.084240000000000023 -0.066329999999999986 -0.083514999999999992 0.10843500000000002 0.094695000000000015 -1.0000000180025095e-35 -0.080899999999999986 -0.12817999999999996 0.089910000000000004
decision_type=2 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 18 11 12 13 17 -10 19 16 -14 -11 -5 -15
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 -12 -13 15 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0009093534727386836 0.00095437967057892625 -0.00078594268082966454 -0.00063399692281986431 -0.00018861011003313939 0.00077514453388331317 0.00059563403395481221 -0.00070800304462385899 -0.0006413661297914908 0.00061085975624081167 0.00050944657298449231 -0.00052477173504003475 -0.00091589231247194119 0.00098612239374540312 -0.00083585171779563346 0.00029713668921072607 0.0011529103039036852 -0.00025427884043019813 -0.00035147076277875183 -0.00088108416054298491 -0.00014457381801144851
leaf_weight=0.0011061586552764879 0.0017174897730161806 0.0010403354031086878 0.0010124569552548831 0.0011278037958231124 0.0011318896094036973 0.0013085575543454594 0.0014027828458759708 0.0016007158895745338 0.0010410973739637458 0.0010103441586523654 0.0012158300493150115 0.0010346216161018496 0.0016095497750865939 0.0010241005155485882 0.0011838923532094259 0.0017509788333711085 0.0010301546906615272 0.0010516002819542791 0.0011225914099035226 0.0010503497944985979
leaf_count=592 263 119 88 98 281 115 98 490 226 79 49 386 147 196 65 106 108 32 98 274
internal_value=0 2.03588e-05 5.6165e-05 8.73396e-05 1.53899e-05 -2.85641e-05 -7.33045e-05 -2.04764e-05 4.46828e-05 0.000144845 0.000371791 -0.000181421 0.000540725 -4.67664e-06 -0.000201351 0.00076161 0.000502051 7.03751e-05 -0.000534045 -0.000485839
internal_weight=0 0.0244671 0.0234268 0.0224144 0.0206969 0.019565 0.0182564 0.0168536 0.0152529 0.0130025 0.00766846 0.00533406 0.00645263 0.00429944 0.00325834 0.00439068 0.0026397 0.00206194 0.0022504 0.00207445
internal_count=3910 3318 3199 3111 2848 2567 2452 2354 1864 1668 521 1147 472 761 535 361 255 111 196 470
is_linear=0
shrinkage=0.00160853


Tree=2187
num_leaves=21
num_cat=0
split_feature=1213 14 150 11 13 52 132 2 12 0 3 457 160 4 2 42 0 376 16 3
split_gain=0.000421213 0.000323497 0.000234123 0.000243668 0.000281695 0.000419391 0.000275546 0.000200566 0.00018274 0.000477842 0.000488632 0.000342714 0.000300331 0.000235856 0.000322325 0.000234047 0.000219062 0.000197895 0.000177577 0.00014225
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.20684999999999998 0.088315000000000018 -0.089899999999999994 0.10062000000000001 0.079995000000000011 0.099990000000000009 -1.0000000180025095e-35 -0.053834999999999994 -0.115685 -0.0015249999999999997 -1.0000000180025095e-35 0.25367000000000006 0.096750000000000017 0.08401500000000002 -0.15137999999999999 0.048375000000000008 -0.087089999999999987 -0.082139999999999977
decision_type=2 2 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 18 17 11 -11 -10 -13 14 15 16 -14 -6 -4 -17
right_child=1 -3 3 -5 6 -7 -8 -9 9 10 -12 12 13 -15 -16 19 -18 -19 -20 -21
leaf_value=-0.0010726394860785236 0.00085847787690935152 -0.00091934792268577093 0.00077079045550577073 -0.00070800403153743708 -0.00012183178042491709 -0.00044153511186804565 0.0006968580894946457 0.0011265984951522288 -0.0010137350072717598 -6.4889574764860863e-05 -0.0016222430961152839 -0.00054208219669826926 0.00057975417196119402 0.00092877270066990102 -0.00064601433383415562 0.0012145267976282495 -0.00045192515075354284 0.00087057599384139401 -0.00021047249118589254 0.00028551200584636639
leaf_weight=0.0011516814922723972 0.0011232236306000223 0.0010967448149860051 0.0013545990611157493 0.0013363814117894881 0.0014140372066239132 0.0013577605943033422 0.0014581993511091898 0.0018741918355228704 0.0010049521549998575 0.0012061015470685166 0.0013429546270038754 0.0019580488550585235 0.0010985926174682499 0.0012937781313810959 0.0014251129473213386 0.0010710488632037496 0.0015866688191502314 0.0011484523826695119 0.001019396054916989 0.0010100706358617539
leaf_count=592 42 112 91 121 184 116 233 164 209 80 201 579 27 78 168 110 380 140 87 196
internal_value=0 2.47526e-05 6.60321e-05 2.88835e-05 7.24109e-05 0.000417685 -4.13266e-05 0.0006923 -0.000110506 -0.000195963 -0.000885372 -2.77685e-05 7.71574e-05 0.000239142 9.50368e-05 0.000316606 -2.98451e-05 0.000322944 0.000349435 0.00076363
internal_weight=0 0.0261803 0.0250836 0.0239603 0.022624 0.00560595 0.017018 0.00424819 0.0155598 0.0129973 0.00254906 0.0104483 0.00944332 0.00748527 0.00619149 0.00476638 0.00268526 0.00256249 0.002374 0.00208112
internal_count=3910 3318 3206 3164 3043 458 2585 342 2352 2028 281 1747 1538 959 881 713 407 324 178 306
is_linear=0
shrinkage=0.00177594


Tree=2188
num_leaves=22
num_cat=0
split_feature=1213 14 150 52 43 11 13 52 131 16 157 3 13 42 0 1 2 1 2 0 2
split_gain=0.000463642 0.00038521 0.000182342 0.000213896 0.000251079 0.000248506 0.000364826 0.000227171 0.000193453 0.000224952 0.00035907 0.000324828 0.000280371 0.000188309 0.000158228 0.000155802 0.000163538 0.00012548 0.000174279 0.000113897 0.000142463
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.20684999999999998 0.41469000000000006 0.19761500000000001 0.088315000000000018 -0.089899999999999994 0.10701500000000001 0.097135000000000013 0.070590000000000014 -0.054834999999999988 0.11476000000000001 0.15641500000000003 0.08622500000000001 -0.061994999999999995 0.10521500000000002 0.10045500000000002 0.099115000000000023 0.090050000000000005 -0.10209999999999998 0.085155000000000022
decision_type=2 2 2 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 13 8 9 10 -8 14 -11 15 17 16 -4 18 19 -12 -21
right_child=1 -3 3 -5 -6 -7 7 -9 -10 12 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.00092614179039996662 0.00064746476803992196 -0.00084821587382774251 -0.00026622976519801605 -0.00060954412197952539 -0.0006283761803788703 -0.00059666697390726021 0.00079548948958270058 0.00053351662939116759 0.00056863684034465191 -0.00086865698986490292 -0.00037104352167239532 -0.00080294173052301333 1.5669423610524651e-05 0.0010153095931413278 0.00056378993490495432 0.00080726659797646203 0.0004961286402813416 0.00030651308840913495 -0.00058264890394699317 -0.00015191734137211471 0.00059978011369164752
leaf_weight=0.0011191739885536281 0.0011042454902252521 0.0010123170397998418 0.0011525012804219975 0.0010237621493244834 0.0010361513259977825 0.0010156816077433453 0.0011486809169680987 0.0017217020826648119 0.0010635760689403371 0.0015110424169878728 0.0010462889408045491 0.001121192727267406 0.0015329601815707861 0.0011446400379050287 0.0010460134377265297 0.0010269309910986291 0.0012396738553803743 0.00157890250375365 0.0014755051340836628 0.001095103041712616 0.0010465739300626262
leaf_count=592 42 112 82 238 194 110 245 257 152 403 55 52 48 124 125 159 25 143 186 337 229
internal_value=0 3.2213e-05 6.91476e-05 4.14146e-05 7.17024e-05 0.000106299 0.000142086 3.47953e-05 -2.80365e-05 -7.83931e-05 3.1452e-05 -7.29094e-05 -0.00042331 0.000503836 3.93935e-05 0.000332606 0.00012884 -4.84778e-05 -0.000168666 2.29395e-05 0.000215415
internal_weight=0 0.0251434 0.0241311 0.0230269 0.0220031 0.020967 0.0199513 0.0153875 0.0136658 0.0126023 0.00955826 0.00840958 0.003044 0.00456375 0.00728839 0.00341911 0.00239218 0.00624237 0.00466347 0.00318797 0.00214168
internal_count=3910 3318 3206 3164 2926 2732 2622 2232 1975 1823 1372 1127 451 390 1075 266 107 950 807 621 566
is_linear=0
shrinkage=0.00145689


Tree=2189
num_leaves=20
num_cat=0
split_feature=1213 14 52 157 52 1 52 43 2 15 13 43 15 1 3 42 48 52 4
split_gain=0.000378689 0.000204041 0.000147372 0.000196704 0.000195366 0.00021457 0.000202696 0.000147553 0.000239545 0.000209151 0.000190507 0.000173108 0.000246448 0.000172246 0.000166265 0.000143958 0.000101845 9.51977e-05 8.86078e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.27466499999999994 -0.062769999999999979 -0.081429999999999989 0.093720000000000012 -0.0025949999999999997 -0.0037249999999999996 0.10571000000000001 -0.10192499999999999 -0.094679999999999986 -0.15109999999999998 -0.093099999999999974 0.10498500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091555000000000011 0.12897500000000003 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 -4 5 -5 16 11 9 -9 -11 15 -13 -10 -12 -8 -6 -15 -2
right_child=1 -3 3 4 6 -7 7 8 13 10 14 12 -14 17 -16 -17 -18 -19 -20
leaf_value=-0.00094680682015626583 -0.00066312561014724022 -0.00064289778092357669 0.00057310658854614399 0.00011505446112922432 -0.00075790487781130205 0.0010134930526515822 -0.00027474983671504612 -0.00018673832027485708 -0.00058550257282028069 0.0011562441652964996 -5.2888785109862789e-05 0.00016807574584903055 -0.00081566027318454178 -0.00014305884276885638 0.00076909350763633714 0.00049578814609019218 -0.00010377150588308307 0.00049207015306240156 -8.2640732484631125e-06
leaf_weight=0.0010385959943009703 0.001056652622920695 0.0010825364289277764 0.0019610486880862329 0.001941098707634102 0.0012427169989740862 0.0010024803734918486 0.0011016305292106121 0.0010736147836166859 0.0012740870668420112 0.0010902246473849797 0.0012073893315783513 0.0010338455351123167 0.0016347493487532342 0.0013528887481807916 0.0012409565888127482 0.0013321272191531008 0.0011302834489280572 0.001036557855996989 0.0010002582756323264
leaf_count=592 357 119 410 209 246 146 92 118 73 37 291 212 598 128 40 66 105 38 33
internal_value=0 2.59915e-05 5.78723e-05 9.7958e-05 4.81154e-05 0.000421031 -2.15755e-05 5.37682e-05 0.000183811 0.000422931 0.000607907 -0.000157154 -0.000434549 -0.000117227 0.000363737 0.000147007 -0.000446335 0.000132464 -0.000344672
internal_weight=0 0.0237951 0.0227126 0.0206557 0.0186947 0.00294358 0.0157511 0.0133781 0.00827572 0.00461219 0.00353857 0.00510235 0.00266859 0.00366353 0.00244835 0.00243376 0.002373 0.00238945 0.00205691
internal_count=3910 3318 3199 2809 2399 355 2044 1693 725 486 368 968 810 239 331 158 351 166 390
is_linear=0
shrinkage=0.00157699


Tree=2190
num_leaves=14
num_cat=0
split_feature=1 0 48 42 52 52 50 47 48 16 15 16 43
split_gain=6.97347e-05 0.000157744 0.000106896 0.000176397 9.97015e-05 0.000141644 0.000130069 0.000148029 0.000238236 0.000201855 0.000185848 0.000134833 8.5242e-05
threshold=0.076710000000000014 -0.089879999999999974 0.085575000000000012 0.084100000000000022 -0.37613999999999997 -0.091329999999999981 0.10119500000000002 0.09252500000000001 0.086215000000000014 -0.094359999999999986 0.079360000000000014 -0.03800499999999999 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -2 -6 7 8 10 -10 11 -7 -3
right_child=4 2 -4 -5 5 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.003136235625536902 -0.0017865444801231489 -0.0010543030889040128 0.0022491799554286377 -0.0033990658775390039 0.0028679634152029968 0.0043561976701535854 -0.0024964761180585097 -0.0013943156099506305 -0.0035245735967927789 0.0012913902511217359 -0.0006156084964778828 0.0012941942442797393 0.001810714382677983
leaf_weight=0.0013322505095721528 0.0012876117164509074 0.0012553948724066486 0.0010036372925572579 0.0010596756805259303 0.0014374258562247231 0.0019385992014628673 0.001006448993032095 0.0020042397243306073 0.0010989133019903008 0.0010893376640122715 0.0012502006237523206 0.0016936942748978353 0.0013598230281759299
leaf_count=481 202 541 141 715 223 326 243 174 59 133 313 229 130
internal_value=0 -0.000729375 -4.40015e-05 -0.000670284 0.000305768 0.000539653 0.000207679 0.000507579 0.00104668 -0.00112713 0.00202095 0.00292842 0.000435407
internal_weight=0 0.00601078 0.00467853 0.00367489 0.0128065 0.0115189 0.0100814 0.00907498 0.00707075 0.00218825 0.00488249 0.00363229 0.00261522
internal_count=3910 2008 1527 1386 1902 1700 1477 1234 1060 192 868 555 671
is_linear=0
shrinkage=0.00792826


Tree=2191
num_leaves=14
num_cat=0
split_feature=1 42 49 12 16 133 42 15 0 48 0 4 15
split_gain=7.0932e-05 0.00012328 0.000112275 0.000143772 0.000130501 9.47688e-05 0.000130286 0.00016456 0.000136264 0.000296511 9.35169e-05 7.11688e-05 7.04261e-05
threshold=0.10398500000000001 0.091955000000000023 -0.045004999999999996 -1.0000000180025095e-35 -0.072359999999999994 0.065880000000000008 0.08622500000000001 0.079360000000000014 -0.099864999999999995 0.085875000000000021 0.047345000000000005 -0.084009999999999987 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 7 8 9 -1 -10 -7 -6
right_child=2 -3 3 4 12 11 -8 -9 10 -11 -12 -13 -14
leaf_value=0.0026019835606650621 0.0025085987055677244 -0.002996496065080758 0.0023582764631936062 0.00086811243983020458 -0.0036073514395034601 0.0025544650997546617 0.0020725604476754629 -0.0037548577226309897 -0.0036057262520982603 -0.0028318984686616934 -0.00015865175616980469 -0.0001257253026579722 -0.00071541746998530142
leaf_weight=0.0019693558595387031 0.0016421754004303513 0.0011469540256891066 0.0013974322917948648 0.0019777418188564877 0.0010420314840471345 0.001315620538728815 0.001048770467594759 0.0012454971210458451 0.0011497720256261473 0.0010462188017843904 0.0010022685782202778 0.0013823719033952547 0.0012727477021963205
leaf_count=148 213 601 270 171 114 151 350 565 326 80 123 679 119
internal_value=0 -0.000433038 0.000608619 6.02666e-05 -0.000687852 -0.000143648 -0.000622678 -0.00106345 -0.000414762 0.000716761 -0.00200032 0.00118121 -0.00201726
internal_weight=0 0.0113068 0.00733213 0.00568995 0.00429252 0.0101599 0.00746188 0.00641311 0.00516762 0.00301557 0.00215204 0.00269799 0.00231478
internal_count=3910 3023 887 674 404 2422 1592 1242 677 228 449 830 233
is_linear=0
shrinkage=0.00824856


Tree=2192
num_leaves=15
num_cat=0
split_feature=12 41 3 4 3 12 43 39 39 13 4 15 47 48
split_gain=7.29944e-05 8.54552e-05 0.000111788 0.000122369 0.00010487 0.000234966 7.3532e-05 0.000114296 0.000124662 0.000108701 0.000251786 0.000169209 7.71029e-05 0.000127343
threshold=0.11655500000000001 0.078535000000000008 -0.100615 -0.23071499999999998 -0.078884999999999997 0.086935000000000012 0.11352500000000001 0.097470000000000015 0.005105000000000001 -0.094679999999999986 -0.032604999999999995 -0.07142999999999998 0.086425000000000016 0.086065000000000016
decision_type=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 -6 -11 12 13 -12
right_child=-2 -3 4 -5 6 -7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=-0.000229844890123925 -0.0021440646832180527 -0.0022351289982479742 0.00097595327367023112 0.0032270131179308534 0.0021813622775929383 -0.004474077519781898 0.0022405096690289953 -0.0024772202283089985 0.0029029561916032376 -0.0038154752904205418 0.0015746386773051 0.0022636679595034667 -0.0026262468010015108 -0.0021535126176452785
leaf_weight=0.0012252909607562978 0.0010403683412447571 0.0010007834362938941 0.0010826186435305392 0.0016151440098198756 0.0012773962527558814 0.0010703469100308872 0.0011380581164684616 0.001103678445232994 0.0011261120444478199 0.0012320199341229526 0.0014970578462489446 0.001950637505851587 0.0010556434564492623 0.0010681377456600027
leaf_count=129 187 190 659 269 154 926 143 126 236 420 120 188 95 68
internal_value=0 0.00010504 0.000247479 0.00173581 -6.33292e-05 -0.00173353 0.000250756 3.11341e-05 0.00033182 -2.64804e-05 -0.000441016 0.000305178 -0.00074991 2.22506e-05
internal_weight=0 0.0174429 0.0164421 0.00284043 0.0136017 0.00215297 0.0114487 0.0103107 0.009207 0.00808089 0.0068035 0.00557148 0.00362084 0.0025652
internal_count=3910 3723 3533 398 3135 1585 1550 1407 1281 1045 891 471 283 188
is_linear=0
shrinkage=0.00824856


Tree=2193
num_leaves=14
num_cat=0
split_feature=2 484 52 42 49 151 42 4 4 3 12 4 1
split_gain=7.92209e-05 0.000117975 8.69127e-05 0.000123099 0.000119434 0.000274314 0.000227246 0.000184504 0.000202752 0.00012673 0.000123711 6.6756e-05 5.90501e-05
threshold=0.14073000000000005 -0.0043499999999999988 0.11588000000000002 -1.0000000180025095e-35 -0.047894999999999993 -0.03268999999999999 0.092395000000000019 0.25367000000000006 -1.0000000180025095e-35 -0.078884999999999997 0.085185000000000025 -0.081189999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 10 -6 7 8 9 -7 -5 -11 -3
right_child=-2 2 -4 4 5 6 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.0024254180520223143 0.0019377542132157648 -0.0025101766527869992 -0.0014655096542732196 0.00044675652229527737 -0.0032126393356548631 -0.00012010773310578221 -0.0019315333002141305 0.0037383919607441437 -0.0015333257048601879 0.0014329384453226398 0.0034029499121874386 0.0040094366312452903 -0.00031338866871132335
leaf_weight=0.0010836411403324911 0.0010097575283642473 0.0010579865193080353 0.0018010344512575443 0.0016294648873891914 0.0011233226542645153 0.0013812166586298479 0.001492529010734156 0.0011846140780216712 0.0015895001961533459 0.0010654032597463836 0.0013223250738718662 0.0010102344815825504 0.0015632192751401791
leaf_count=586 228 625 475 226 199 423 416 113 118 97 94 65 245
internal_value=0 -0.000131451 2.1798e-05 0.000207563 0.000520285 0.000102959 0.000585188 0.00118803 0.000589339 0.00156536 0.00177105 0.00268695 -0.00120007
internal_weight=0 0.0173045 0.0162209 0.0144198 0.0117986 0.00884682 0.0077235 0.00623097 0.00504635 0.00345685 0.00295179 0.00207564 0.00262121
internal_count=3910 3682 3096 2621 1751 1431 1232 816 703 585 320 162 870
is_linear=0
shrinkage=0.00718087


Tree=2194
num_leaves=21
num_cat=0
split_feature=1213 14 1456 1374 2 11 3 13 457 0 15 3 133 4 133 1 2 15 1 3
split_gain=0.000389552 0.000303643 0.000239443 0.000217327 0.000195086 0.000197713 0.000223464 0.000229949 0.000187237 0.000208775 0.000463981 0.000200504 0.00019024 0.000187838 0.000179735 0.000219029 0.000159603 0.000138295 0.000124835 0.000147296
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.14808000000000002 0.088315000000000018 -0.12008499999999998 0.068400000000000002 -0.067474999999999993 -0.10575999999999998 -0.11739999999999999 -0.089974999999999986 -0.085714999999999986 0.080255000000000007 0.077945 0.095575000000000007 0.090050000000000005 -0.24219999999999997 0.085990000000000011 0.088060000000000013
decision_type=2 2 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 -8 10 17 -11 -13 14 15 -14 -16 -10 -12 -20
right_child=1 -3 3 4 -6 -7 8 -9 9 11 18 12 13 -15 16 -17 -18 -19 19 -21
leaf_value=-0.00093048852125742062 -0.00065931758250499127 -0.00079370795727608918 -0.00060967215885473027 0.0010615802808307746 0.00076634666611130771 -0.00053621397107377544 -0.00048182312410927628 0.0001437064755647375 0.00016069003705077503 -0.00064049365723750976 0.00024608701951394447 0.00060990983312351598 -0.0007389168464898468 0.00042820759577195776 0.00062917069088019016 -7.1074534217237715e-06 -0.00019295600536474957 -0.00052303341174259868 0.0012502397001580225 0.00050722627745820588
leaf_weight=0.0010938810292527639 0.0011014464788990297 0.001074419384736707 0.0010509273359753371 0.001127484728540371 0.0010316525163926856 0.0011835839372045234 0.0014462277083910338 0.0015483598378873697 0.0015339508070382341 0.0011772855681248659 0.0011167213825080602 0.0012041599236074334 0.0019537148749293343 0.001563920716003555 0.0010173387373258319 0.0019566898975627023 0.0012678967148552489 0.0013119050893508621 0.0012325813606611224 0.0013215374162806048
leaf_count=592 312 112 66 85 159 117 230 105 69 234 63 262 389 164 318 147 250 92 65 79
internal_value=0 1.11846e-05 4.55735e-05 7.78617e-05 0.000109284 7.84204e-05 0.000113429 0.000530459 5.17901e-05 9.81186e-05 0.000314035 -4.06311e-05 3.81542e-05 -5.05732e-05 -0.000171428 -0.000372734 0.000173038 -0.000154498 0.00067727 0.000865794
internal_weight=0 0.0262218 0.0251474 0.0240459 0.022995 0.0219634 0.0207798 0.00267584 0.0181039 0.0166577 0.0065167 0.010141 0.00896372 0.00775956 0.00619564 0.0039104 0.00228524 0.00284586 0.00367084 0.00255412
internal_count=3910 3318 3206 2894 2828 2669 2552 190 2362 2132 368 1764 1530 1268 1104 536 568 161 207 144
is_linear=0
shrinkage=0.00154607


Tree=2195
num_leaves=13
num_cat=0
split_feature=12 1 42 49 3 12 52 42 51 43 48 0
split_gain=6.82121e-05 7.76784e-05 9.64295e-05 8.93462e-05 0.000163691 0.000266944 0.000192242 8.26351e-05 0.000133987 0.000214182 8.58387e-05 0.000155471
threshold=0.11655500000000001 0.10398500000000001 0.091955000000000023 -0.045004999999999996 0.10856000000000002 0.092365000000000017 0.0053050000000000007 -1.0000000180025095e-35 -0.0093849999999999992 -0.077544999999999989 0.086125000000000021 -0.098179999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 -5 -6 -1 -9 -10 11 -11
right_child=-2 3 -4 4 6 -7 -8 8 9 10 -12 -13
leaf_value=-0.0016042600819310905 -0.0019228444627533024 0.0024670499492105316 -0.0024243527581188267 0.0037702360611793235 -0.0029544758980387682 -0.00095341761122326365 0.0013233268061531886 -0.0020837976270061051 0.0028752755128067494 0.0020975362639505768 -0.0017866970653708189 -0.0011686025483584569
leaf_weight=0.0016594293160738975 0.0010303757674761235 0.0013795566191347614 0.0011201862010713258 0.0014829714237370407 0.0014299000181105387 0.0013070571549900212 0.0010639692109264409 0.0011917655416162866 0.0018712119957030029 0.0017092711739365996 0.0013592594659929749 0.0016763279826606569
leaf_count=896 187 188 555 265 125 164 71 445 423 105 97 389
internal_value=0 9.55585e-05 -0.000310114 0.000740125 0.000289248 0.00155732 -0.00112942 -5.99531e-05 0.000268264 0.000691946 -0.000169086 0.000480357
internal_weight=0 0.0172509 0.0105875 0.00666345 0.0052839 0.00279003 0.00249387 0.00946727 0.00780784 0.00661607 0.00474486 0.0033856
internal_count=3910 3723 2910 813 625 429 196 2355 1459 1014 591 494
is_linear=0
shrinkage=0.0076204


Tree=2196
num_leaves=21
num_cat=0
split_feature=14 1213 52 157 453 160 133 50 160 42 0 49 2 1 2 49 12 47 3 47
split_gain=0.000452598 0.000332252 0.000161244 0.000230923 0.000203072 0.000212553 0.000282242 0.000223812 0.000236177 0.000325091 0.000200267 0.0001811 0.000290606 0.000162131 0.000160376 0.00024422 0.000170224 0.000126192 0.000120128 8.99192e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.27466499999999994 -0.062769999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 0.099470000000000017 0.093550000000000008 -0.089744999999999978 -0.035699999999999989 -0.14750499999999997 0.083585000000000007 0.091845000000000024 0.12068000000000001 -1.0000000180025095e-35 0.087020000000000014 0.098760000000000014 -0.055684999999999991 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 13 5 10 7 8 9 -7 -5 -11 19 -4 15 -14 18 -3 -17 -13
right_child=-2 2 3 4 -6 6 -8 -9 -10 11 -12 12 14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.00083006467025263067 -0.0010197602496751731 -0.00070454942032296085 0.00015999591781600117 -0.000593889371403548 -0.0005861437619661858 -0.00056981198549682633 -0.00062813171594012216 0.00091463155876279846 -0.00034211363386963935 0.0009559067439764208 0.0002454903233724638 6.3971798138563881e-05 4.2461391539734593e-05 0.001029983350427125 -0.0001245328056425594 0.00069623434202049255 0.00035281857791062443 5.1288801338192885e-05 0.0013929079910503846 -0.00052070765426628506
leaf_weight=0.0010429029930110181 0.0010352459798799165 0.0011107402894921124 0.0010224209571786094 0.0018827577799655198 0.0011302727469083554 0.0010518479581377591 0.0010076233652959463 0.0010247544659870997 0.0018851091681597884 0.0010052622595306858 0.0010630664135246335 0.0015569915528938424 0.001668890424793905 0.0010257082499579295 0.0010306771651894184 0.0013260087039904112 0.0015765225529289356 0.001006378925062057 0.0010682170847877244 0.0010546149842536323
leaf_count=578 126 325 273 622 80 111 318 82 195 36 83 247 113 137 130 69 210 65 66 44
internal_value=0 2.38412e-05 6.174e-05 0.000102041 4.97433e-05 8.92286e-05 0.000162642 0.000218562 0.000164623 0.000248867 -0.00029098 0.000332576 0.000265067 0.000595688 0.000436243 0.000538728 0.000747307 -0.000345259 0.00100706 -0.000172133
internal_weight=0 0.0245408 0.0234979 0.0213807 0.0193326 0.0182023 0.0152565 0.0142489 0.0132241 0.011339 0.00294582 0.0102872 0.00928192 0.00204813 0.00667032 0.00563964 0.00397075 0.00211712 0.00239423 0.00261161
internal_count=3910 3784 3206 2816 2406 2326 1621 1303 1221 1026 705 915 879 410 588 458 345 390 135 291
is_linear=0
shrinkage=0.00154607


Tree=2197
num_leaves=14
num_cat=0
split_feature=2 40 3 16 51 51 4 0 48 52 0 52 12
split_gain=6.97948e-05 0.000144184 0.000163593 0.000126566 0.000129083 0.000148062 0.000112692 0.000120077 0.000100389 0.000107161 0.000146537 8.75773e-05 8.75357e-05
threshold=0.10910500000000002 -1.0000000180025095e-35 0.10666500000000002 -0.17157499999999998 0.12342500000000002 -0.032189999999999989 -0.34687499999999999 -0.070894999999999986 0.087035000000000015 0.084240000000000023 -0.099864999999999995 -1.0000000180025095e-35 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -2 5 -5 -3 8 9 10 11 -8 -9
right_child=3 2 -4 4 -6 -7 7 12 -10 -11 -12 -13 -14
leaf_value=-0.0023001127144294019 -0.00075823289383102597 -0.0025291700891012748 0.0023070884442045903 0.00054529139359606855 -0.00049140795282029567 0.0041789491893544518 -0.00020366633119242551 0.0025871704546763458 -0.0023591604070126362 -0.002189591469212051 -0.0012976434320306621 0.0023341966523480794 -0.00017560223528536852
leaf_weight=0.0015609435101276983 0.0019427668096849487 0.001031372581023972 0.0013247929402044898 0.0010479457080759674 0.0010811900846310341 0.0011834421197863213 0.0011245212318652525 0.0012399447614508891 0.0012350729291212489 0.0010293322653475122 0.0017089686770339618 0.0016818418510454207 0.0010494749277365212
leaf_count=263 258 150 105 245 96 180 104 123 266 831 988 126 175
internal_value=0 -0.000293175 -1.89846e-05 0.000668387 0.00150507 0.00247244 -0.000324074 -7.33038e-05 -0.000544042 -0.000139725 0.000327571 0.00131726 0.00132071
internal_weight=0 0.0129863 0.0114253 0.00525534 0.00331258 0.00223139 0.0101005 0.00906916 0.00677974 0.00554466 0.00451533 0.00280636 0.00228942
internal_count=3910 3131 2868 779 521 425 2763 2613 2315 2049 1218 230 298
is_linear=0
shrinkage=0.00704007


Tree=2198
num_leaves=15
num_cat=0
split_feature=453 4 48 51 0 4 4 47 52 2 0 51 1 16
split_gain=6.93909e-05 0.000157482 8.90861e-05 0.000123399 0.000111602 9.33756e-05 0.000112864 0.00010335 0.000118481 0.000110867 8.60618e-05 8.41323e-05 4.23579e-05 3.90946e-05
threshold=1.0000000180025095e-35 0.27608500000000008 0.093225000000000016 0.08955500000000001 -0.21145499999999998 -0.083329999999999987 -0.23071499999999998 0.10783500000000001 -0.090304999999999983 0.086915000000000006 -0.10131499999999999 0.094915000000000013 0.11257500000000001 0.23932500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 13 8 -7 10 -10 -4 -3 -6
right_child=-2 12 11 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0021235967366445207 -0.0018515050848660888 0.00087008319838442131 -0.00019862182406166318 -0.0027886346310057441 -0.0015867423027477571 -0.0036254251508570814 0.0018968474811097533 0.00077753020600298997 -0.00059100984864331326 0.00039544933832370957 -0.0035290445011699435 0.0025522801763383199 0.0029384332789469643 0.00038851887218299284
leaf_weight=0.0010164942030868032 0.0010400943642144269 0.0010081569169004545 0.0012371874880527768 0.0010749563611175657 0.0011069866554360014 0.001053855465558925 0.0017013283702431723 0.0014515387854272532 0.0010991975269675353 0.0019439748008824621 0.0010418340244104998 0.0011516374449717925 0.0011227184358919137 0.0010450131542150132
leaf_count=66 99 113 214 315 77 342 493 106 68 810 636 134 306 131
internal_value=0 9.72027e-05 -0.00016875 -0.00041579 -0.00019322 -0.000418717 0.000487024 -0.000948293 -0.00143577 -0.000870885 -0.00202067 0.00112757 0.00195986 -0.000627554
internal_weight=0 0.0170549 0.014924 0.0125352 0.0114602 0.0104437 0.00385333 0.0065904 0.00513886 0.00408501 0.00214103 0.00238882 0.00213088 0.002152
internal_count=3910 3811 3392 3044 2729 2663 701 1962 1856 1514 704 348 419 208
is_linear=0
shrinkage=0.00732449


Tree=2199
num_leaves=14
num_cat=0
split_feature=484 50 47 42 15 4 42 484 4 150 4 0 3
split_gain=7.04841e-05 7.60657e-05 0.000121602 0.000149138 0.000133177 0.000191073 0.000155006 0.000140309 0.000138267 0.00021001 8.41454e-05 6.30202e-05 5.72937e-05
threshold=-0.0043499999999999988 0.099355000000000013 0.13206500000000002 0.098285000000000011 1.0000000180025095e-35 -0.083329999999999987 0.083970000000000017 0.042570000000000004 0.0057500000000000008 0.085075000000000026 -0.030814999999999995 -0.077944999999999987 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 10 12 -2 -8 -10
right_child=1 -3 -4 -5 5 -7 11 -9 9 -11 -12 -13 -14
leaf_value=-0.001814534475413476 0.00033612518562350924 0.0021905842754763728 -0.0026172255240251648 0.0027537149855333446 0.00058219761767244207 -0.0030014215823731269 -0.0028100814046287431 0.0030283742416062557 0.0013279901592613281 0.0042792754456201674 -0.0022537835784870782 -0.00010028953006592448 -0.0012343575919992859
leaf_weight=0.0012247695534009255 0.0017478049124836671 0.0010047748559135752 0.0010151701692338025 0.0012312785542662038 0.0016687971703623766 0.0019484235888390196 0.0010663870100987675 0.0015064736495828956 0.0010866260427357787 0.0010954549251174575 0.0013382000681063776 0.0010092571906223195 0.001024081731650979
leaf_count=612 197 297 52 377 422 609 318 203 209 85 283 153 93
internal_value=0 0.000117108 -1.52707e-05 0.00016414 -7.21928e-05 -0.00134813 0.000395217 0.000897635 0.000387492 0.00151792 -0.00078695 -0.00149248 8.47799e-05
internal_weight=0 0.0167427 0.015738 0.0147228 0.0134915 0.00361722 0.00987429 0.00779864 0.00629217 0.00320616 0.003086 0.00207564 0.00211071
internal_count=3910 3298 3001 2949 2572 1031 1541 1070 867 387 480 471 302
is_linear=0
shrinkage=0.00777281


Tree=2200
num_leaves=20
num_cat=0
split_feature=14 1213 38 124 402 52 40 48 50 3 150 15 4 0 3 0 15 0 52
split_gain=0.000428461 0.000344081 0.000251625 0.000494005 0.000262532 0.000250392 0.000235546 0.000220441 0.000274876 0.000340686 0.000350353 0.000301695 0.000250743 0.000207046 0.000252612 0.000319165 0.000298351 0.000212468 8.09466e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.40083499999999994 -0.062739999999999976 0.12649500000000002 0.088425000000000017 0.097615000000000021 0.090480000000000019 -0.087539999999999993 -0.23071499999999998 -0.06402999999999999 -0.089974999999999986 -0.10303999999999998 0.083935000000000023 -0.11524 -0.010284999999999997
decision_type=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 12 -11 -8 14 15 -14 17 18 -16
right_child=-2 2 -4 4 -6 6 7 -9 -10 11 -12 -13 13 -15 16 -17 -18 -19 -20
leaf_value=-0.00085226108127884562 -0.00096711841282586908 0.00090834645285369669 -0.00067662349928122672 -0.00066101873309065533 0.00076556413671704366 -0.00057766406810767052 -0.00038951305352835863 -0.00048234107181930301 -0.00060175295026909388 0.00012355956915913397 -0.00067013233018374443 0.0010441533128471539 0.00032429966177341559 0.00082004265583597493 7.6123599586820639e-05 -0.00092961135495376473 0.00092526296218832494 -0.0003696167784154061 0.00067167842098706811
leaf_weight=0.0010444310772304835 0.001107778743062531 0.0017641058487724804 0.0010692042002368165 0.0013337419154263409 0.0011770019752744545 0.0014008783730037324 0.0016643583387104732 0.001514292221608037 0.0011377566530721963 0.0016150877295446203 0.0013933138257986042 0.0019592283751431747 0.0010062417925809086 0.0014612602696424393 0.0010289895376356384 0.0010130673405626903 0.0015783258025053593 0.0014312990192992172 0.0012656546413740647
leaf_count=578 126 263 88 348 283 122 68 81 434 83 175 112 37 135 41 146 375 373 42
internal_value=0 3.44158e-05 7.17367e-05 0.000105435 4.0995e-05 9.35027e-10 4.52829e-05 9.358e-05 0.000146261 0.000201464 7.26741e-05 0.000628175 0.000171721 0.000278052 0.000169909 -0.000304775 0.000350619 0.000107197 0.000404613
internal_weight=0 0.0258582 0.0248138 0.0237446 0.0219805 0.0208035 0.0194698 0.0180689 0.0165546 0.0154168 0.0118425 0.00357432 0.0104492 0.00878484 0.00732358 0.00201931 0.00530427 0.00372594 0.00229464
internal_count=3910 3784 3206 3118 2855 2572 2224 2102 2021 1587 1392 195 1217 1149 1014 183 831 456 83
is_linear=0
shrinkage=0.00157699


Tree=2201
num_leaves=18
num_cat=0
split_feature=14 4 11 3 151 1 160 160 133 48 2 150 16 1 4 1 4
split_gain=0.000213687 0.000159975 0.000254583 0.000247083 0.000207566 0.000336265 0.000246903 0.000225116 0.000228228 0.0001683 0.000226149 0.000156349 0.000165719 9.69257e-05 0.000386549 0.000143498 0.000104352
threshold=0.073890000000000011 0.50657000000000008 0.088315000000000018 -0.15002999999999997 -0.076429999999999984 0.088675000000000018 -0.085819999999999994 -0.065259999999999985 -1.0000000180025095e-35 0.093440000000000009 0.11230000000000001 0.087235000000000021 -0.25582999999999995 0.095155000000000017 -0.043059999999999994 0.11395500000000001 -0.08650999999999999
decision_type=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 -11 12 -10 14 16 -15 -14
right_child=-2 -3 -4 4 6 -7 7 8 9 10 -12 -13 13 15 -16 -17 -18
leaf_value=0.00063227524586232482 -0.00071719192382895826 0.00063116545755433182 -0.00078621810164761566 -0.00034396739869777242 -0.00064989861208335014 0.00075034089272745636 0.00069032847265303285 -0.00057735437940551837 0.00039138081330391931 0.0008462434702131502 -8.9891066861879203e-05 -0.00066385028991794491 -0.00021181470304580091 0.00050845111692461164 -0.0010877264882011176 -0.00024999072803784026 0.00042078326588017875
leaf_weight=0.0015523423730411474 0.0010272632578533772 0.0010113672435537934 0.0010037048800892725 0.0010886357967787022 0.0017544124407934203 0.0019477454352470336 0.0010207204045017465 0.0019488686532474287 0.0018786917005373643 0.0012410907624871856 0.0013289640965073075 0.001059662186556066 0.0018227232417397082 0.0011578716148858414 0.0011019189764030178 0.0013364306159450584 0.0010066256437442217
leaf_count=128 135 213 111 271 485 245 160 783 114 94 93 79 138 118 318 76 349
internal_value=0 1.77609e-05 -1.01207e-05 2.65425e-05 -2.12024e-05 0.000357998 -9.03222e-05 -2.44502e-05 -7.70034e-05 4.70596e-06 0.000362172 -9.34055e-05 -2.06141e-05 -0.000141072 -0.000295349 0.000102083 1.3251e-05
internal_weight=0 0.0232618 0.0222504 0.0212467 0.0196944 0.00303638 0.016658 0.0149036 0.0138828 0.011934 0.00257005 0.00936392 0.00830426 0.00642557 0.00393127 0.0024943 0.00282935
internal_count=3910 3775 3562 3451 3323 516 2807 2322 2162 1379 187 1192 1113 999 805 194 487
is_linear=0
shrinkage=0.00157699


Tree=2202
num_leaves=15
num_cat=0
split_feature=403 52 39 13 43 0 43 4 47 0 52 43 0 13
split_gain=6.4001e-05 7.76323e-05 9.19039e-05 0.000112406 0.000138791 0.000149285 0.000134126 0.000148997 0.000182174 0.000150772 0.000162765 0.000124323 0.000114781 0.000107742
threshold=-1.0000000180025095e-35 -0.27466499999999994 0.005105000000000001 0.16421000000000002 -0.083899999999999988 -0.077944999999999987 -0.0037249999999999996 -0.34687499999999999 0.09252500000000001 -0.13506999999999997 -0.0066199999999999991 0.0033500000000000005 -0.23029999999999998 -0.017604999999999999
decision_type=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 12 -11 -9 -4
right_child=1 2 13 -5 6 -7 7 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0017341909865300027 -0.0013931166621123543 -5.9129868074638328e-06 3.9018046229714987e-05 -0.0020412303759793906 -0.00243902179273808 0.0038197673101396262 -0.0020616969954414485 0.00040171996238544719 -0.0022664097369987641 0.0034876547686587987 0.0016315180915438892 0.00039962770283610659 -0.0028022715198292181 0.0032226298912635259
leaf_weight=0.0010108037325891875 0.0015882020437977757 0.0010085944952260978 0.0010694149011729751 0.0011880336185914114 0.0010919610769519897 0.0010135625921649247 0.0012709113456126396 0.0011157712063547542 0.0010000396305703055 0.0016085804251048689 0.0018675244363651235 0.0010799952114463919 0.0011010037707792075 0.0010384900698443937
leaf_count=930 394 335 211 104 623 101 103 46 100 191 152 354 75 191
internal_value=0 8.907e-05 0.000241395 2.56327e-05 0.0002276 0.00191163 -0.000108375 0.00017303 0.000538419 0.000952562 0.000100339 0.0022472 -0.0011896 0.00160747
internal_weight=0 0.0170421 0.0154539 0.013346 0.0121579 0.00202216 0.0101358 0.00904383 0.00777291 0.00677288 0.0040843 0.00268858 0.00221677 0.0021079
internal_count=3910 2980 2586 2184 2080 436 1644 1021 918 818 273 545 121 402
is_linear=0
shrinkage=0.00704007


Tree=2203
num_leaves=18
num_cat=0
split_feature=14 11 3 124 13 1 4 2 12 4 15 15 52 2 49 15 0
split_gain=0.000248267 0.000155291 0.000252263 0.00016769 0.000186171 0.000352336 0.000223717 0.000195682 0.000147266 0.000299124 0.000308328 0.000303279 0.000220867 0.000167212 0.000252792 0.000201992 0.000126179
threshold=0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.094679999999999986 0.10521500000000002 -0.23071499999999998 0.10393500000000001 1.0000000180025095e-35 -0.083329999999999987 -0.053579999999999996 0.094945000000000015 0.0033900000000000002 0.11230000000000001 -0.069934999999999983 -0.095799999999999982 -0.084304999999999977
decision_type=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 16 12 -10 -11 -12 13 14 -8 -16 -5
right_child=-2 -3 3 4 6 -7 8 -9 9 10 11 -13 -14 -15 15 -17 -18
leaf_value=0.00064354293493154471 -0.00075532527156800923 -0.00054625714234433995 0.00044160838966016196 -0.00011980590412171971 -0.00080238217894992338 0.0010572555969051625 -0.00061096023912881616 -0.00058149501253290051 0.00034455703812255801 -1.5208914711087686e-05 -0.0013732582491263047 -0.0002162464879251032 0.00056967852145430628 -0.00057816367130919674 -0.00011592862480824366 0.00066117900277787311 0.00065330577745390688
leaf_weight=0.0016474694582376262 0.0010732335717258115 0.0011425658419748066 0.0019500505690788683 0.0010633729388840329 0.0011335930642769739 0.001014376448006199 0.0010311503233236818 0.0010146759069965539 0.0014977150630394419 0.0019553566449999841 0.0012897226724822176 0.0010004467946657658 0.0017230311908042473 0.0012737573605716458 0.0016218961994084735 0.0017075712295731103 0.001036956023085618
leaf_count=143 135 125 292 140 136 157 49 40 402 731 808 379 87 115 68 77 26
internal_value=0 2.05645e-05 5.00543e-05 1.92151e-06 -4.47693e-05 0.000250032 -0.000130292 -1.2834e-05 -7.2136e-05 -0.000261378 -0.000475136 -0.000867825 7.55875e-05 -7.5509e-05 7.13188e-05 0.000282624 0.000261888
internal_weight=0 0.0231037 0.0219611 0.0203137 0.0183636 0.00412938 0.0142342 0.003115 0.0131006 0.00574324 0.00424553 0.00229017 0.00735741 0.00563438 0.00436062 0.00332947 0.00210033
internal_count=3910 3775 3650 3507 3215 363 2852 206 2716 2320 1918 1187 396 309 194 145 166
is_linear=0
shrinkage=0.00157699


Tree=2204
num_leaves=14
num_cat=0
split_feature=11 3 1 2 151 13 49 47 0 2 151 2 43
split_gain=6.78828e-05 0.000103732 0.000107852 0.00018989 0.00014817 0.000111188 0.000202435 0.000165342 0.000146086 0.000111324 9.90153e-05 7.83363e-05 1.98527e-05
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 0.10393500000000001 -0.086769999999999986 -0.0024749999999999993 -0.07107999999999999 0.087850000000000025 -0.10071499999999999 0.11230000000000001 -0.0080899999999999982 0.091525000000000009 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 10 -4 7 -7 -6 9 -8 -3 -12 -1
right_child=-2 2 4 -5 5 6 8 -9 -10 -11 11 -13 -14
leaf_value=0.002477043454526017 -0.0017495593777418616 -0.0023772759159823567 0.0029617295308133622 -0.0038901633089426023 0.0027800858211831161 -0.0036691586636706853 0.0026638354887710864 -0.00086240345584235169 -0.001833291654959027 -0.00047814423213382129 -0.00072256154103707347 0.0015658540115518406 0.00097008534732783683
leaf_weight=0.0010208367836823107 0.0012189224844467014 0.0010075472473356746 0.0011447500485984316 0.0010365747705501811 0.0016780383627078175 0.0010290229694716047 0.0013900587633324246 0.0012724158584460051 0.0014441417647655073 0.0012381026480029894 0.0018811314186676911 0.001613926638454684 0.0010098646777305991
leaf_count=110 224 289 145 335 620 70 57 182 215 51 1073 430 109
internal_value=0 0.000112994 -0.000109517 -0.000949549 0.000396444 3.17283e-05 -0.000649299 0.00120922 0.000113784 0.00118368 -0.000272571 0.000334169 0.00172764
internal_weight=0 0.0167664 0.0147357 0.00553918 0.00919653 0.00805178 0.00510133 0.00295045 0.0040723 0.00262816 0.00450261 0.00349506 0.0020307
internal_count=3910 3686 3467 2127 1340 1195 393 802 323 108 1792 1503 219
is_linear=0
shrinkage=0.0076204


Tree=2205
num_leaves=13
num_cat=0
split_feature=484 52 52 0 1 160 133 151 4 4 133 12
split_gain=6.54703e-05 7.74079e-05 0.000132146 0.000167983 0.000169333 0.000102459 9.24893e-05 0.000151748 0.000202606 0.000144849 0.000155368 5.46149e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.24456499999999998 -0.15007499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0008699999999999999 0.25367000000000006 -0.0025899999999999994 0.085835000000000009 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 -8 9 10 11 -9
right_child=1 5 3 4 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.0015887233026246124 -0.00073539668917549275 -0.0017627077919792019 -0.00042627515704815469 0.00064735459534864012 0.0043010902631215424 -0.0014959557491473444 -0.0020923290677034496 0.0033620809862485112 0.0032845331022448195 -0.0013922027649238213 -0.0011268613805144143 0.0010551700923387706
leaf_weight=0.0012151117023839987 0.0019855744259237133 0.0018466732136356969 0.0014434014092981062 0.0011855522256417677 0.0013383757698617327 0.0015574725340817795 0.001041712932319837 0.0010335256592171032 0.0012986068090780518 0.0018586243006764773 0.0010318221160852126 0.0010015048889744776
leaf_count=612 403 625 59 169 362 723 120 49 194 154 321 119
internal_value=0 0.000104097 0.000747278 0.00148933 0.00258484 -0.000254743 6.08678e-05 0.000394583 0.000810813 0.000158615 0.00109847 0.00222677
internal_weight=0 0.0166228 0.0059529 0.00396733 0.00252393 0.0106699 0.00882327 0.0072658 0.00622408 0.00492548 0.00306685 0.00203503
internal_count=3910 3298 993 590 531 2305 1680 957 837 643 489 168
is_linear=0
shrinkage=0.00704007


Tree=2206
num_leaves=14
num_cat=0
split_feature=11 48 0 1 2 51 1 15 15 51 3 2 16
split_gain=6.51609e-05 9.25228e-05 0.000172042 0.000226258 0.000118748 7.65413e-05 9.13763e-05 0.000166569 0.000178458 0.00012562 0.000120262 0.000131496 0.000115678
threshold=0.081005000000000008 0.016865000000000002 -0.18901999999999997 0.096035000000000023 0.096750000000000017 1.0000000180025095e-35 0.12811000000000003 -0.0063699999999999989 -0.10071499999999999 -0.030229999999999996 -0.089974999999999986 0.10066500000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 7 8 -1 -9 -11 12 -12
right_child=-2 2 3 -5 -6 -7 -8 9 -10 10 11 -13 -14
leaf_value=-0.00025200803020850255 -0.0017665749053780205 0.0012794306186406364 0.00034895784372642 0.0049169896088218628 -0.002408595702269728 -0.0023563051082346517 0.0017966987874146441 0.0026552023782799731 -0.0044629265585139641 -0.002191652000744435 0.0032756899472948641 -0.0018248613905465982 -0.00034307941663158854
leaf_weight=0.0015333503749530575 0.0012820118001600342 0.0010998234395449558 0.0016314280697141484 0.001254243997077944 0.0011873009373670751 0.0010574235518636477 0.001467160952138208 0.0012403456112965883 0.001153141149383659 0.0014349710217440572 0.0012947780473563921 0.0010148212600400996 0.0010430439399468751
leaf_count=192 233 58 362 249 58 338 215 142 725 297 316 122 603
internal_value=0 0.000126458 0.00102146 0.00233443 -0.000635112 -0.000285471 -7.04021e-05 -0.000384746 -0.00205949 0.000361639 -0.000232563 0.000605951 0.00166114
internal_weight=0 0.0164118 0.0051728 0.00288567 0.00228712 0.011239 0.0101816 0.00871445 0.00268649 0.00602796 0.00478761 0.00335264 0.00233782
internal_count=3910 3677 727 611 116 2950 2612 2397 917 1480 1338 1041 919
is_linear=0
shrinkage=0.00808683


Tree=2207
num_leaves=14
num_cat=0
split_feature=4 15 151 48 51 12 47 3 16 16 4 2 3
split_gain=5.9785e-05 9.95118e-05 0.000116719 0.000121386 0.000101813 8.8795e-05 0.000159114 0.000164501 0.00018448 0.000114504 0.000119759 6.57814e-05 6.13623e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.088294999999999985 0.093225000000000016 0.085845000000000019 -0.036459999999999992 0.10783500000000001 0.10666500000000002 0.15737500000000001 -0.089864999999999987 -0.076854999999999993 0.090420000000000014 0.10856000000000002
decision_type=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 -7 -2
right_child=12 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0024772790523586181 0.0024986417491815955 0.0024434933803753308 -0.0023135429376059768 0.001727807588486204 -0.0028389183436184225 -0.00313708197658663 0.0027778325809650947 0.002073742522286981 -0.0038165408954730648 0.0019888147397772379 -0.0011156988483774989 -0.00031891174809549778 -4.9450896492480622e-05
leaf_weight=0.0011107225463190705 0.0011292276302822908 0.0011196607892420577 0.0011905541244179437 0.0017326740829000384 0.0010818486031586973 0.0010650326795451654 0.0011257386503282785 0.0013785128644023814 0.0011534134836122742 0.00178776474536637 0.0013870135152904105 0.0010185052905099662 0.0012534727858293584
leaf_count=275 286 199 150 233 346 282 78 59 330 675 711 131 155
internal_value=0 -0.000192837 -1.2121e-05 -0.00022491 -0.000527315 -0.00027987 -8.31318e-06 -0.000410929 -0.000945129 -0.000315284 0.000632499 -0.00175946 0.00115816
internal_weight=0 0.0151514 0.0140407 0.0129211 0.0111884 0.0101065 0.00891598 0.00779024 0.00641173 0.00525832 0.00317478 0.00208354 0.0023827
internal_count=3910 3469 3194 2995 2762 2416 2266 2188 2129 1799 1386 413 441
is_linear=0
shrinkage=0.00792826


Tree=2208
num_leaves=20
num_cat=0
split_feature=1213 1456 11 453 4 0 39 4 52 160 13 15 42 3 1374 1 14 0 16
split_gain=0.00037871 0.000245982 0.000228469 0.000225021 0.000273752 0.000221634 0.000340862 0.000223132 0.000246598 0.000221217 0.000276042 0.000248207 0.000217542 0.000279103 0.000303722 0.000243682 0.000140423 0.000118153 0.000244521
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.27608500000000008 -0.017269999999999997 0.097470000000000015 -0.49837999999999999 -0.040174999999999995 -0.082969999999999988 -0.074599999999999986 0.088495000000000018 -0.089024999999999979 0.086245000000000016 -0.094679999999999986 0.095575000000000007 -0.41992499999999994 -0.084304999999999977 -0.15168999999999996
decision_type=2 2 2 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 -3 17 12 -12 15 -15 -14 -6 18 -11
right_child=1 2 -4 -5 16 7 -8 8 -10 10 11 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0010326484989857786 -0.00082537598504720043 -0.00060694348368075537 -0.00068683008703869053 -0.00063905703621006213 0.00028773906361597909 -9.5294788663451209e-05 -0.00090704514596453645 0.0013565894860227488 0.00029560958123246684 0.00079938409885485452 0.000746936567036474 -0.000786972657571939 -0.0010012000590407855 -0.00045248418866366402 0.00075194809199492665 6.3905989417721831e-05 0.0012054463307533373 0.00094799077492676946 -0.00033017892772960541
leaf_weight=0.0011031534926384456 0.0010141799103515056 0.0014000774712668992 0.0012006034153325953 0.001201941646164161 0.001024859044652604 0.0016343514639114223 0.0012562131147486602 0.0011645825740087823 0.0016988003372107085 0.0013617635640379433 0.0012719759693609837 0.0012144198997159905 0.0013728578112715568 0.0010306769393082504 0.0018378031946340023 0.0013375141443485727 0.0010801208103067448 0.0013787369388884021 0.0010868569354684082
leaf_count=592 332 467 143 89 85 116 79 67 68 58 152 310 375 20 56 111 284 227 279
internal_value=0 3.10098e-05 6.78835e-05 0.000108419 0.000150894 8.37282e-05 -2.27892e-05 0.000428282 0.000727127 6.07766e-05 0.000139385 -4.70032e-05 8.41683e-05 -6.69425e-05 0.000319182 -0.000475592 0.000758639 0.000532154 0.000298011
internal_weight=0 0.0245683 0.0235542 0.0223536 0.0211516 0.0190466 0.0145489 0.00449773 0.00286338 0.0132927 0.0118926 0.00806525 0.00685083 0.00557885 0.00286848 0.00271037 0.00210498 0.00382736 0.00244862
internal_count=3910 3318 2986 2843 2754 2385 2134 251 135 2055 1588 1024 714 562 76 486 369 564 337
is_linear=0
shrinkage=0.00177594


Tree=2209
num_leaves=14
num_cat=0
split_feature=41 158 50 3 457 156 42 12 1 2 0 133 0
split_gain=6.54738e-05 8.77182e-05 0.000108169 0.000168109 0.00014761 0.000153875 0.000123447 0.000150194 0.000116739 0.000176483 0.00012953 0.000145972 0.000131335
threshold=0.078535000000000008 0.084965000000000027 0.086465000000000014 -0.12008499999999998 -0.0034949999999999994 0.082150000000000015 -1.0000000180025095e-35 0.051320000000000005 0.12263000000000002 0.11339500000000001 -0.15291499999999997 0.083815000000000014 -0.070894999999999986
decision_type=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 -8 12 -12
right_child=-2 -3 -4 4 5 -7 8 -9 -10 -11 11 -13 -14
leaf_value=0.0026934322696720936 -0.0018581307711008886 -0.0020367737096083803 -0.001495441287636445 -0.0023760080475150962 0.0012132155578958412 -0.0020990366923164579 0.0035280940692930134 -0.0027892230810024252 0.0035951709072404745 -0.0020235031653914231 -0.0021601938289143728 0.0024821202369326311 0.0015123736450423002
leaf_weight=0.0017451814456612954 0.0010459924567900172 0.0010375909189303386 0.0018148860643498162 0.0011979080509205717 0.0010730531673762969 0.001222531198746415 0.0012814083230562323 0.0011052219258385169 0.0010542979119074472 0.0010329793369721549 0.0012551833328303119 0.0016250535142466023 0.001029021134279052
leaf_count=223 195 396 676 195 78 365 71 585 168 138 381 374 65
internal_value=0 0.000108009 0.000252172 0.000485012 0.000160503 0.00044504 0.000773947 -0.000817558 0.00125028 0.000853052 0.00142551 0.000736304 -0.000505723
internal_weight=0 0.0164743 0.0154367 0.0136218 0.0118767 0.0106787 0.00945622 0.00217828 0.00727794 0.00622365 0.00519067 0.00390926 0.0022842
internal_count=3910 3715 3319 2643 2420 2225 1860 663 1197 1029 891 820 446
is_linear=0
shrinkage=0.0076204


Tree=2210
num_leaves=13
num_cat=0
split_feature=4 15 15 48 3 133 160 43 1 42 3 13
split_gain=5.84815e-05 8.44697e-05 9.55857e-05 0.000104655 0.000110841 0.000131582 0.000138562 0.000132751 0.000222724 0.000119473 5.38777e-05 4.29516e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.10071499999999999 0.093225000000000016 0.11476000000000001 -0.083144999999999983 -1.0000000180025095e-35 -0.074254999999999988 0.089075000000000015 -1.0000000180025095e-35 0.10856000000000002 -0.064174999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 9 -9 -8 -2 -11
right_child=10 2 3 -5 -6 6 7 8 -10 11 -12 -13
leaf_value=-0.0023063033466608012 0.002404751054356901 0.0021086572354204716 0.0014921555399103792 0.0014866239131385421 0.0014165292885562474 -0.0033654690613512742 -0.0015440456962771867 -0.00028136298955973543 -0.0047845440757335496 0.00042753709885557333 1.1825555198977168e-05 0.0026951054445365531
leaf_weight=0.0011000872078642072 0.001126404209680785 0.0012062419185009205 0.0012843217210926064 0.0019040491072666857 0.0015712496859205958 0.001554706773751093 0.0013049188640940623 0.0018577109197006354 0.001098667696798214 0.0011006140129211361 0.0012452949300576638 0.0010040818261508088
leaf_count=275 286 103 434 228 83 811 247 588 306 294 155 100
internal_value=0 -0.000191549 -2.40191e-05 -0.000226894 -0.000529654 -0.000861858 -0.00124356 -0.00072534 -0.00195486 0.000340744 0.00114831 0.00150932
internal_weight=0 0.0149866 0.0138866 0.0126803 0.0107763 0.00920502 0.0079207 0.00636599 0.00295638 0.00340961 0.0023717 0.0021047
internal_count=3910 3469 3194 3091 2863 2780 2346 1535 894 641 441 394
is_linear=0
shrinkage=0.00792826


Tree=2211
num_leaves=20
num_cat=0
split_feature=1213 14 4 11 13 132 52 1 39 15 457 0 2 49 51 16 133 15 13
split_gain=0.000383424 0.000205107 0.000180511 0.000182371 0.000216167 0.000293693 0.000290999 0.000240183 0.000210514 0.000329809 0.000265933 0.000173075 0.00017141 0.000161976 0.000145084 0.000181672 0.000102192 2.65665e-05 3.56198e-06
threshold=-1.0000000180025095e-35 0.064610000000000015 0.50657000000000008 0.087830000000000005 -0.083514999999999992 0.080815000000000012 0.10062000000000001 0.08844500000000001 0.005105000000000001 -0.017214999999999998 0.082870000000000013 -0.053834999999999994 0.090905000000000014 -0.010424999999999999 -0.021719999999999996 -0.089559999999999987 0.084285000000000013 -0.106555 -0.16277999999999995
decision_type=2 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 16 10 -10 11 13 -12 -6 -15 17 -2 -16 -9
right_child=1 -3 -4 -5 5 -7 -8 18 9 -11 12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.00088706516355111344 -0.00015455681551844802 -0.00059643666321059429 0.00065300385234906056 -0.00056375048376899818 -0.0006740568582626887 0.00064068776777101053 -0.00026813458430404878 0.00079254165708384991 -0.00025253485090490318 0.00090635552722047655 0.00063365292067889799 -0.00071521409269588714 -0.00014727215775002034 0.00037464796674854068 0.00025039215710038939 -0.00054086755317388918 0.00045496604225360904 -8.0801287642392165e-05 0.00091545464328722298
leaf_weight=0.0010211972328702792 0.0011076562653352636 0.0010727701567824202 0.0010247533920717282 0.0010541545459581405 0.0012450916216474178 0.0012237818668135439 0.0014614187196415329 0.0010011711584692051 0.0010624527684309007 0.0010232197554408693 0.0011745193878350277 0.0017964797420429446 0.0012124169783358507 0.001122373770388211 0.0010131262981387598 0.0019193464706148272 0.0012345607510384354 0.0010436170724259092 0.0010005818425065684
leaf_count=592 164 122 212 121 100 201 163 110 159 51 55 219 89 215 73 720 283 167 94
internal_value=0 2.54275e-05 5.61409e-05 2.65874e-05 5.82702e-05 -4.07298e-05 0.000294225 0.000483416 -0.000106847 0.000316011 -0.000190626 -0.000316018 0.000236991 -0.000202966 -8.79214e-05 -0.000218496 0.000166717 8.23405e-05 0.00085398
internal_weight=0 0.0227935 0.0217207 0.020696 0.0196418 0.0138364 0.00580539 0.00434397 0.0126126 0.00208567 0.010527 0.00814003 0.00238694 0.00634356 0.00509846 0.00397609 0.00234222 0.00205674 0.00200175
internal_count=3910 3318 3196 2984 2863 2049 814 651 1848 210 1638 1494 144 1275 1175 960 447 240 204
is_linear=0
shrinkage=0.00145689


Tree=2212
num_leaves=12
num_cat=0
split_feature=11 3 1 13 12 0 52 4 15 13 133
split_gain=6.05467e-05 7.94915e-05 0.00010503 0.000109835 9.78405e-05 0.000194084 0.000147437 0.000147667 8.96453e-05 9.09939e-05 0.000116951
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 -0.080814999999999984 -1.0000000180025095e-35 -0.072864999999999985 -0.074484999999999982 0.053925000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 6 -6 -8 -3 10 -10
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12
leaf_value=0.0018955045335878812 -0.0020286704973557427 -0.0027819230576297958 0.0024817254292624851 0.0022567420696976434 -0.0024783898732697296 -0.0039615193108940485 0.0035195956689954727 -0.00046322659472554915 -0.0035146849278230342 0.0016873212267980232 0.00075383709158569621
leaf_weight=0.0019525558094356374 0.0011950747179094159 0.0018517063755038631 0.0019255493985927226 0.0013101507303215293 0.0011891166687446608 0.00115151899516934 0.0014718221935247633 0.0017683967950150592 0.0011199596712858527 0.0013062760297176575 0.0010957780483320219
leaf_count=219 224 1022 423 237 75 241 241 123 616 247 242
internal_value=0 0.000138214 -0.000103586 0.000520333 -2.77371e-05 -0.000564037 0.000319225 0.00134591 -0.00112724 -0.000257285 -0.00140372
internal_weight=0 0.0161428 0.0141903 0.00881655 0.00689101 0.00558085 0.00442934 0.00324022 0.00537372 0.00352201 0.00221574
internal_count=3910 3686 3467 1340 917 680 439 364 2127 1105 858
is_linear=0
shrinkage=0.00928922


Tree=2213
num_leaves=12
num_cat=0
split_feature=150 151 151 4 16 49 47 16 403 52 12
split_gain=6.33802e-05 0.000107904 9.0675e-05 0.000105586 9.16328e-05 0.000103866 9.60294e-05 0.000129625 0.000115554 0.000136053 0.000124953
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 0.40359500000000004 -0.38486499999999996 -0.0090499999999999973 0.10783500000000001 -0.089864999999999987 0.03138500000000001 -0.092854999999999979 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -7 9 -9 -11
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.0022649396550436362 0.0025701899550040048 -0.00040318412915942307 -0.0025821205712399978 0.0020144629277023753 0.0024245080011798792 -0.0028895724020656234 0.0013469769808221205 -0.0034765799452871602 0.0021297639188706443 0.0013037074233361158 -0.0019227484441776412
leaf_weight=0.001374798498166672 0.0015857030129615562 0.0017434423980831537 0.0010913532825289557 0.001506978268838873 0.0010234768272085496 0.001552247999632563 0.0018072869698029792 0.0010001488980074871 0.0011540776580113571 0.0020006060206700987 0.001380024230824237
leaf_count=322 316 188 152 291 93 504 150 419 251 213 1011
internal_value=0 0.00101306 -0.000254124 -3.32533e-05 -0.000313551 -6.392e-05 -0.000350263 -0.000783077 -0.000192312 -0.000804042 -1.33805e-05
internal_weight=0 0.00332915 0.013891 0.0125162 0.0110092 0.00991787 0.00889439 0.0070871 0.00553486 0.00438078 0.00338063
internal_count=3910 504 3406 3084 2793 2641 2548 2398 1894 1643 1224
is_linear=0
shrinkage=0.00824856


Tree=2214
num_leaves=12
num_cat=0
split_feature=41 15 3 12 3 0 1 52 15 1 1
split_gain=6.13442e-05 7.6165e-05 9.62978e-05 0.000122566 0.000143446 0.000135109 0.000100405 5.74067e-05 7.66532e-05 0.000153353 0.000189467
threshold=0.078535000000000008 0.091600000000000015 -0.10315499999999998 0.086935000000000012 -0.015064999999999997 -0.07773999999999999 0.076710000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11052000000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 -1 8 9 10 -6
right_child=-2 -3 3 5 7 -7 -8 -9 -10 -11 -12
leaf_value=0.00015741894428004998 -0.0019962084367398389 -0.0015928083719183304 0.0026627388032648804 -0.0033915044332398468 -0.0018697263780975196 5.8711762767331171e-05 0.0037365552934918818 0.0012710016366364401 0.0011524614820732273 -0.0032794612942596796 0.0029852261300628035
leaf_weight=0.0011222046056972362 0.001032885223654619 0.0016509187444987338 0.0017937771360501242 0.0013627852049752859 0.0013121470510498168 0.0019574286784672275 0.001097376780202941 0.0018559291133121714 0.0015040301450108843 0.0014152586928338875 0.0010047004308572083
leaf_count=123 195 623 784 846 100 385 233 173 147 205 96
internal_value=0 0.000119037 0.000314946 2.18116e-05 0.000537169 -0.00135743 0.00192697 -4.45333e-07 -0.000451105 -0.00109734 0.000235623
internal_weight=0 0.0160766 0.0144256 0.0122061 0.00888584 0.00332021 0.00221958 0.00709207 0.00523614 0.00373211 0.00231685
internal_count=3910 3715 3092 2736 1505 1231 356 721 548 401 196
is_linear=0
shrinkage=0.00841354


Tree=2215
num_leaves=13
num_cat=0
split_feature=484 15 11 4 4 42 3 42 0 16 0 0
split_gain=6.07266e-05 7.02871e-05 5.83321e-05 7.655e-05 0.000138792 0.000175425 0.000118759 0.000139015 9.55245e-05 0.000201426 0.000172265 0.00012844
threshold=-0.0043499999999999988 -0.24219999999999997 0.077330000000000024 -1.0000000180025095e-35 -0.013929999999999998 0.086325000000000013 0.045635000000000002 -1.0000000180025095e-35 -0.10071499999999999 -0.094359999999999986 -0.12329499999999999 -0.061994999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 10 -5 -10
right_child=1 2 -4 8 -6 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.0013405392034011676 0.0014884514926584087 2.1486421483531891e-05 -0.001320893543490937 -0.0021472941681969487 0.0023343550639253431 -0.0018405309656722769 -0.00046803081033960805 0.0027058824622051073 -0.0029553596429055234 0.00200036059685685 0.001013050973603986 -6.5045485861216234e-05
leaf_weight=0.0011472526846775964 0.0012010054018704247 0.0013035701060363008 0.0011527927662197115 0.0015058421525722052 0.0012413723721567162 0.0012861900561989209 0.001976572418474154 0.001495597187572916 0.0010299458186629612 0.0013884234612778351 0.0010617631782405615 0.0012039503084978588
leaf_count=612 291 624 216 162 374 666 170 197 325 71 100 102
internal_value=0 9.10319e-05 -2.35595e-05 8.72781e-05 0.00050393 0.000129093 0.000659547 0.00145576 -0.000404317 0.000156592 -0.00084042 -0.00139764
internal_weight=0 0.015847 0.014646 0.0134932 0.0073033 0.00606193 0.00477574 0.00279917 0.00618992 0.00395603 0.00256761 0.0022339
internal_count=3910 3298 3007 2791 2031 1657 991 821 760 333 262 427
is_linear=0
shrinkage=0.00600863


Tree=2216
num_leaves=21
num_cat=0
split_feature=1213 1456 11 1374 453 4 0 48 50 52 13 15 42 16 3 4 2 15 0 42
split_gain=0.000409571 0.000267225 0.000254445 0.000226867 0.000235653 0.000298176 0.000270082 0.000234073 0.00015874 0.000262768 0.00023943 0.000182287 0.000232068 0.00014605 0.000138888 0.00011107 0.00014854 9.91879e-05 9.863e-05 9.55294e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 0.27020000000000005 -0.23029999999999998 -0.074859999999999996 0.099470000000000017 0.11401500000000002 -0.074599999999999986 0.088495000000000018 -0.082904999999999993 -0.057604999999999996 0.11476000000000001 0.022820000000000003 0.097940000000000013 -1.0000000180025095e-35 -0.084154999999999994 0.095385000000000011
decision_type=2 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 15 12 17 -14 -7 16 -9 -12 -15 -20
right_child=1 2 -4 4 -6 14 7 8 -10 -11 11 -13 13 18 -16 -17 -18 -19 19 -21
leaf_value=-0.00095121621386642225 -0.00072263696595817502 -0.00053492271102278672 -0.00060110398776578818 0.00082272451925463445 -0.00053070712392015186 0.001065607711794761 -0.00064507293370394533 0.00025772531690435735 0.0006884385214252066 -0.00052783661315918332 8.7962956491142186e-05 -0.00060087953951209398 -0.00052767457538870836 0.00044523125730422782 0.00033604997474499896 4.6349328625159243e-05 0.00090420821355481618 0.00071336526878180821 -0.00042463587916560981 0.00021318354564507882
leaf_weight=0.0010165173461651597 0.0010361228552892314 0.0012166954396537468 0.0012512253504946827 0.0011350432264620658 0.0011437687238102781 0.0011248206512906823 0.0010197810830145917 0.00173971582064126 0.0010010593734996092 0.0015377116025138389 0.0010041533898216756 0.0010820138382820199 0.0014579214353404616 0.001002109653508265 0.0012837247701749238 0.001363204107660998 0.0015388094551381792 0.0013879560128695076 0.0011666884166969477 0.0010035951776175833
leaf_count=592 332 68 143 39 89 258 88 358 312 245 104 250 216 87 131 96 86 102 252 62
internal_value=0 3.06764e-05 6.39469e-05 0.000101415 0.000138297 0.000176849 0.000107808 5.80392e-05 0.000104949 6.40567e-05 0.000135463 -2.17557e-05 6.74756e-05 -0.000130575 0.000676763 0.000409967 0.000561159 0.000450836 5.19175e-05 -0.000129692
internal_weight=0 0.0244961 0.02346 0.0222088 0.0209921 0.0198483 0.0174398 0.0163047 0.0152849 0.0142839 0.0127462 0.00810444 0.00702242 0.00463031 0.00240855 0.00464173 0.00327853 0.00239211 0.00317239 0.00217028
internal_count=3910 3318 2986 2843 2775 2686 2297 2258 2170 1858 1613 1073 823 617 389 540 444 206 401 314
is_linear=0
shrinkage=0.00151575


Tree=2217
num_leaves=16
num_cat=0
split_feature=14 11 3 124 13 4 1 157 4 15 3 1 151 12 43
split_gain=0.000316414 0.00013305 0.00021668 0.000168912 0.000201202 0.000265156 0.00023012 0.000154288 0.000149766 0.000152782 0.000178363 0.00026826 0.000173249 0.000163619 0.00014916
threshold=0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.094679999999999986 -0.23071499999999998 0.08844500000000001 -0.06588999999999999 -0.083329999999999987 1.0000000180025095e-35 0.11265500000000002 0.094695000000000015 -0.0074049999999999993 0.090840000000000018 0.14198000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 14 -7 -9 10 11 12 -10 -13 -5
right_child=-2 -3 3 4 5 7 -8 8 9 -11 -12 13 -14 -15 -16
leaf_value=0.00060807068282008622 -0.00085281863950736566 -0.00049818307258370415 0.00045695383256160198 -0.00032400043749034854 -0.0008820735227701305 0.00040559700602615961 0.00077124195403146395 0.0003337946373150183 3.301851135319245e-05 -0.00059691232927795235 -0.00051422573854553158 0.00064758467918987696 -0.00075940725359461626 -0.0001062397225691199 0.00043891867472950594
leaf_weight=0.0015301292373708182 0.0010405028956534104 0.0011228262553508719 0.0017778409027377753 0.0015006595260490469 0.0010447845202972489 0.0014353753574587675 0.0013839519887493129 0.0014211061427003959 0.0014800223378365488 0.0018952106183698497 0.0019030290780461812 0.0017946887320498574 0.0011895460312985424 0.0011163756167013039 0.001035072613914001
leaf_count=143 135 125 292 126 136 374 185 407 191 829 80 128 572 135 52
internal_value=0 2.00242e-05 4.83967e-05 3.27136e-06 -4.3623e-05 -0.000134469 0.000264169 -7.06307e-05 -0.000133924 -0.000204794 -0.000105491 3.389e-05 -0.000320082 0.000358498 -1.25808e-05
internal_weight=0 0.0216306 0.0205078 0.0189777 0.0171998 0.0132801 0.00391968 0.0122354 0.0108 0.00937887 0.00748366 0.00558063 0.00266957 0.00291106 0.00253573
internal_count=3910 3775 3650 3507 3215 2852 363 2716 2342 1935 1106 1026 763 263 178
is_linear=0
shrinkage=0.00154607


Tree=2218
num_leaves=20
num_cat=0
split_feature=14 1213 13 132 52 457 39 15 2 2 4 48 50 13 47 457 13 52 2
split_gain=0.000402824 0.000362614 0.000204625 0.000255567 0.000250402 0.000236385 0.000282579 0.000251158 0.000211428 0.000217917 0.000199993 0.00026774 0.00028335 0.000262707 0.000235642 0.000187146 0.000141818 9.41199e-05 0.000110739
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.089899999999999994 0.079995000000000011 0.10062000000000001 0.069705000000000003 0.005105000000000001 -0.017214999999999998 0.097940000000000013 0.1178 -0.23071499999999998 0.091005000000000016 0.086465000000000014 -0.0041499999999999983 0.086025000000000004 0.11742500000000002 -0.13934999999999997 0.086635000000000004 0.090545000000000014
decision_type=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 10 -8 16 -10 -4 12 13 -12 17 -7 -3 18 -15
right_child=-2 2 3 -5 -6 15 7 -9 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00090729755921134417 -0.001022195962458489 -0.00019677085104819584 -0.00080691692060160978 0.00066093705718897947 -0.00027967669400241036 0.00070448991135565119 -0.00014730496559429588 0.00096263586141613058 0.0013669148693232892 0.00033030824456729997 -0.00049595556820979678 -0.00094053053566300882 -0.00085786101507684409 -4.7653490797973578e-05 -0.00044015753608097008 -0.00013583963404506863 0.00063441958798168537 0.00084421831572106712 0.00059915926563925033
leaf_weight=0.0010504280262964355 0.0010107386703360746 0.0012274613338655871 0.0016348148803076801 0.0013969310582648961 0.0013252277100737619 0.0016883800467348128 0.0011864200034254237 0.0010211069157969608 0.0011967286669074539 0.0010038155431441598 0.001762646479838776 0.0011003253043569633 0.0010765878468329514 0.0014405444167459869 0.0010731636163135924 0.0012354184420435566 0.0010049828312509957 0.0010634838259339641 0.0014098773949346721
leaf_count=578 126 79 200 245 116 178 210 48 69 117 831 153 399 130 46 66 108 104 107
internal_value=0 3.52577e-05 7.85914e-05 -1.15368e-05 0.000346081 -7.13988e-05 -0.000167756 0.000366106 0.00053315 0.000894049 -0.000279343 -0.000182723 -7.61805e-05 4.84985e-05 0.000240932 0.000349418 0.000177407 0.000427682 0.000272273
internal_weight=0 0.0238983 0.0228479 0.0170897 0.00575822 0.0156928 0.012769 0.00220753 0.00443299 0.00220054 0.0105614 0.00892663 0.0078263 0.00674972 0.00498707 0.0029238 0.00223244 0.00391391 0.00285042
internal_count=3910 3784 3206 2717 489 2472 2228 258 373 186 1970 1770 1617 1218 387 244 187 341 237
is_linear=0
shrinkage=0.0016407


Tree=2219
num_leaves=19
num_cat=0
split_feature=14 4 11 403 160 3 16 4 0 16 42 2 4 150 0 42 4 4
split_gain=0.000228324 0.000184617 0.000330471 0.000236273 0.000271865 0.000316912 0.000154456 0.000194999 0.000159684 0.000321584 0.000239698 0.000197303 0.000152779 0.000273433 0.000133586 0.000376885 0.000226929 0.000105187
threshold=0.073890000000000011 0.50657000000000008 0.088315000000000018 0.088825000000000015 -0.092169999999999988 -0.15002999999999997 0.081265000000000018 -0.14301 -0.10071499999999999 -0.057604999999999996 1.0000000180025095e-35 0.08400500000000001 0.25367000000000006 0.077110000000000012 -0.017269999999999997 0.091230000000000019 -0.49269499999999994 -0.013199999999999998
decision_type=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 12 -10 13 -9 15 -8 -16 -13
right_child=-2 -3 -4 -5 5 6 14 8 11 -11 -12 17 -14 -15 16 -17 -18 -19
leaf_value=-0.00045520542543582359 -0.00067161169055331702 0.00062828555350579905 -0.00080375706273894273 -0.00059058447486888066 0.00086656179380488962 0.00070576246431392061 -0.00087183180066982254 -0.00076742884131004356 -0.00061743115095697423 0.00080653455171092502 0.00066005891820337058 0.00042050900394116517 0.00026971771505060086 0.00013349129081725779 -0.00037997711964984628 0.00024481284881771535 0.00056222629065818131 -0.00020499514290565706
leaf_weight=0.0018712721513828813 0.0010490579317504458 0.0010232897896221517 0.0010465246468545067 0.0012075134656456257 0.0011548657771486932 0.0012688604344418758 0.0014214507803419207 0.0013499557993306988 0.0012491536203436595 0.0015818841685795674 0.0011384202340891658 0.0011233206955834282 0.0016168240022508273 0.0015203291716444634 0.0010192362774921193 0.0011693068684721364 0.001160147150224943 0.001159781904216204
leaf_count=474 135 213 111 312 111 67 245 81 543 121 67 611 133 53 77 129 34 393
internal_value=0 2.33395e-05 -4.72336e-06 3.50727e-05 7.32195e-05 0.000128358 7.75478e-05 0.000165647 0.000101834 0.000226199 6.30103e-05 -0.000151928 -8.84664e-05 -0.000290231 -0.000144236 -0.000367848 0.000121584 0.000102762
internal_weight=0 0.0230821 0.0220588 0.0210123 0.0198048 0.0179335 0.0167787 0.0120085 0.0107397 0.00720741 0.00562553 0.00353226 0.00448711 0.00287028 0.00477014 0.00259076 0.00217938 0.0022831
internal_count=3910 3775 3562 3451 3139 2665 2554 2069 2002 455 334 1547 267 134 485 374 111 1004
is_linear=0
shrinkage=0.00145689


Tree=2220
num_leaves=19
num_cat=0
split_feature=14 150 52 4 1 4 4 51 12 2 4 0 403 49 4 42 43 3
split_gain=0.000354969 0.000155118 0.000197428 0.000184995 0.000142857 0.000134104 0.000311476 0.000238753 0.00024121 0.00022335 0.000196901 0.000214353 0.000158825 0.00013105 0.000143181 0.000231572 0.000233265 0.000121669
threshold=0.077685000000000018 -0.17469499999999996 0.41469000000000006 0.27608500000000008 0.11198000000000001 -0.0017649999999999999 0.0057500000000000008 0.043405000000000006 -0.023959999999999995 0.114165 0.074650000000000008 -0.11756999999999999 0.088015000000000024 -0.085974999999999982 -0.034289999999999994 0.084100000000000022 0.0016850000000000001 -0.013944999999999997
decision_type=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 9 -7 8 -8 12 -10 -12 13 -3 15 16 17 -15
right_child=-2 2 -4 4 -6 6 7 -9 10 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00063301496808637787 -0.00094707080105604251 -0.0004337763341138132 -0.00070624123474380201 1.1753305847444724e-05 0.00071788235116015747 -0.00092087412600964078 -0.00089843268112063321 0.00057574490471571423 -0.00057946507689437177 0.00077958145914312608 -0.00038524879801921715 0.00049443507338070092 -0.00059786626164603054 0.00028930183790300035 0.00057085552000564661 -0.00051070152662321716 0.00070060108001090862 -0.00043635257457187834
leaf_weight=0.0010177528811894368 0.0010276450349343538 0.001124087568465491 0.0010038083497115107 0.0013661193643217393 0.0016207643558736277 0.0012801458879420288 0.0010383583637417204 0.0012606623506032366 0.0012341590978812919 0.0010697803082588562 0.0011161930705945317 0.0020024039651456438 0.0010126218502843213 0.0011513497604318437 0.001661375527543342 0.0014853748951929799 0.001635308159446458 0.0012435068699616636
leaf_count=48 126 106 240 97 307 212 84 60 250 175 59 139 219 483 532 536 132 105
internal_value=0 1.89004e-05 -9.11965e-06 2.37303e-05 0.000394918 -3.68034e-05 -0.000194282 -5.44487e-05 -0.000201814 8.34954e-05 -3.56338e-05 0.000179583 3.54169e-06 7.69062e-05 0.000156892 3.21991e-05 0.000232293 -8.74874e-05
internal_weight=0 0.0233238 0.022306 0.0213022 0.00298688 0.0183153 0.00793192 0.00665178 0.00539111 0.0103834 0.00435276 0.0031186 0.00931362 0.008301 0.00717692 0.00551554 0.00403016 0.00239486
internal_count=3910 3784 3736 3496 404 3092 804 592 532 2288 448 198 2113 1894 1788 1256 720 588
is_linear=0
shrinkage=0.00160853


Tree=2221
num_leaves=20
num_cat=0
split_feature=14 157 0 0 15 42 160 43 43 3 4 2 133 49 2 15 3 0 1
split_gain=0.000236296 0.000142362 0.000255287 0.000164464 0.000289118 0.000240742 0.000230741 0.000233094 0.000233553 0.000216783 0.000188722 0.000188518 0.000169759 0.000140222 0.000139479 0.000130844 0.000200118 9.57739e-05 9.46449e-05
threshold=0.073890000000000011 -0.062769999999999979 -0.11077499999999998 -0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.079109999999999986 -0.088024999999999978 -0.51381999999999983 0.087995000000000004 0.084630000000000025 -0.008624999999999999 0.11339500000000001 1.0000000180025095e-35 0.11476000000000001 -0.098179999999999976 0.093170000000000017
decision_type=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 14 8 13 -3 -6 17 -12 -8 -7 16 18 -9 -13
right_child=-2 3 -4 4 10 6 7 11 -10 -11 12 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00090042616278197829 -0.00075594296810225863 -4.2476878292642089e-06 -0.00019228442796389095 0.0010386152621447292 -0.00055739130677733353 -0.00092608172904796559 0.00056456921806986914 -0.00017291831020282758 0.0010402443282314588 -0.00093168017501103621 -9.0082197310338338e-05 0.00027203165510692189 0.00077204928512517046 -0.0002457835782749208 -7.000750959031997e-05 -0.00038452472553346308 -0.0001213197114292728 -0.00080049670042880126 0.00097704923179021659
leaf_weight=0.0012909142047643485 0.0010816143433940431 0.0011909116195742524 0.0010385739280135619 0.0010036661359150711 0.0010127490116973829 0.0010472878442575424 0.0010996269932050731 0.001749899943265909 0.0011733290974730538 0.0015766478932877801 0.001425163858704173 0.0010470073401114416 0.0010812698725344849 0.0012043844613554202 0.0010029611386397769 0.0010725440208097514 0.0019051710710852043 0.0010457865019478287 0.0010041712145105047
leaf_count=51 135 395 491 120 48 515 133 88 75 527 137 101 40 187 95 191 135 367 79
internal_value=0 2.87709e-05 0.000413254 -1.46176e-05 0.000261856 -9.21902e-05 -9.05577e-07 9.09578e-05 0.000444405 -0.000532596 4.03259e-05 -6.61184e-05 0.000281839 0.00014097 -0.000507299 0.000123763 0.000261557 -0.000407677 0.000617179
internal_weight=0 0.0229721 0.00232949 0.0206426 0.00452285 0.0161197 0.0133522 0.0113019 0.00347734 0.00276756 0.00351918 0.00782458 0.00250643 0.00230401 0.00205025 0.00502889 0.00395635 0.00279569 0.00205118
internal_count=3910 3775 542 3233 345 2888 1966 1356 395 922 225 961 177 320 610 506 315 455 180
is_linear=0
shrinkage=0.0016407


Tree=2222
num_leaves=14
num_cat=0
split_feature=2 4 15 40 42 484 15 13 0 51 49 15 15
split_gain=5.70867e-05 0.000119647 0.000134745 0.000154863 0.000122322 0.000127742 0.000126737 0.000204878 9.86511e-05 9.68811e-05 0.000174825 0.000144342 6.05824e-05
threshold=0.10946500000000002 0.15927500000000003 0.090505000000000016 -1.0000000180025095e-35 -0.089024999999999979 0.085625000000000021 -0.031229999999999997 -0.083924999999999986 -0.089879999999999974 0.12342500000000002 0.024250000000000004 -0.07052499999999999 -0.10981499999999998
decision_type=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 11 -2 -3
right_child=9 12 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.002799982572659696 0.0042034174220110208 1.7178037050230756e-05 -0.0032030449146634873 0.0023096086303267013 -0.00084703404938162919 0.0021026206189410997 0.00034510949096597726 -0.0036640623133223395 0.0018511533653198576 -0.0012995752466448715 -0.0013648994523563409 0.00078593452999965469 0.0025574288602331018
leaf_weight=0.0012323255224540456 0.0011608510215284761 0.0010032400670040541 0.0010105882801160352 0.0011414388554053263 0.0017741590033214742 0.0010294445655395883 0.0012847801758738269 0.0015942702697562539 0.0013183514758929506 0.0011001435001445625 0.001071911922148951 0.0017000416296510867 0.0010970295405536229
leaf_count=181 225 185 573 297 329 231 333 577 325 101 202 239 112
internal_value=0 -0.000282265 -0.000611155 -0.000331752 4.18044e-05 -0.000327937 -0.000746943 -0.00187496 0.000303216 0.000660228 0.00120845 0.00217263 0.00134402
internal_weight=0 0.0124856 0.0103854 0.00937477 0.00814244 0.00700101 0.00597156 0.00287905 0.00309251 0.00503295 0.0039328 0.00286089 0.00210027
internal_count=3910 3143 2846 2273 2092 1795 1564 910 654 767 666 464 297
is_linear=0
shrinkage=0.00747098


Tree=2223
num_leaves=13
num_cat=0
split_feature=11 3 124 13 0 1 16 1 52 42 2 49
split_gain=5.76172e-05 6.76134e-05 7.46946e-05 0.000104868 0.00019105 0.000147179 0.00010101 0.000138433 8.0394e-05 5.50847e-05 4.75032e-05 7.44313e-05
threshold=0.08184000000000001 -0.14218999999999996 -0.061329999999999989 -0.094679999999999986 -0.053834999999999994 0.08844500000000001 -1.0000000180025095e-35 0.085110000000000005 0.0033900000000000002 0.085195000000000007 0.093070000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 7 -5 10 -8 11 -9
right_child=-2 2 3 4 -6 -7 9 8 -10 -11 -12 -13
leaf_value=0.0017686737575637369 -0.0015595084986739507 0.0015248864673941588 -0.00017706719812651432 -0.0026804021854386359 -0.0026368802756416561 0.0032124803935064685 0.00016029584329674135 0.0011988630236395678 0.0017046645471952531 0.0023177991720334549 -0.0017876726259771273 -0.0014232970582519178
leaf_weight=0.0012117695018802428 0.0011989406914600367 0.0014917241058066489 0.0019876402744660746 0.0013357841601173452 0.001922288389874737 0.0010504702381252673 0.0014050127168201759 0.0013148740561942374 0.0011202292907941114 0.0011582155004100612 0.0011272094464539612 0.0010401792110060828
leaf_count=165 224 300 178 1336 316 178 235 89 157 325 111 296
internal_value=0 0.000104634 -3.02115e-05 -0.000202533 -0.000551541 0.000994917 -8.00219e-05 -0.000604558 -2.08505e-06 0.00113518 -0.000551139 4.07082e-05
internal_weight=0 0.0161654 0.0149536 0.0134619 0.0104238 0.00303811 0.0085015 0.00593828 0.00460249 0.00256323 0.00348226 0.00235505
internal_count=3910 3686 3521 3221 2865 356 2549 1989 653 560 496 385
is_linear=0
shrinkage=0.00732449


Tree=2224
num_leaves=19
num_cat=0
split_feature=14 128 52 1 157 12 16 48 0 3 15 15 49 0 133 13 0 4
split_gain=0.000447218 0.000204194 0.00018272 0.000189826 0.000290386 0.000245759 0.000428148 0.00027843 0.000236916 0.000199315 0.000213022 0.000209592 0.000140809 0.000124257 0.000121921 0.000133708 0.000215757 0.000114477
threshold=0.077685000000000018 0.086435000000000012 -0.40083499999999994 1.0000000180025095e-35 -0.062769999999999979 -1.0000000180025095e-35 -0.055679999999999993 0.11930500000000001 -0.089879999999999974 -0.085254999999999984 -0.11399999999999998 -0.095799999999999982 -0.07107999999999999 -0.079249999999999987 0.098810000000000023 0.083175000000000013 -0.082994999999999985 0.05309500000000001
decision_type=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 13 7 9 -4 -7 -11 -12 -13 -6 15 16 -10 -8
right_child=-2 -3 3 4 5 6 17 -9 14 10 11 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00054489855762228953 -0.0011200876048504276 -0.00073428612906566843 -0.00071879102065630065 0.00087961791037148758 0.00026981877361504134 0.00095267837621113125 -0.00028299166654699025 -0.00060302928659514024 0.0005500824927298963 0.0007999930204537455 -0.00066569833780122671 -0.00020577362151874378 0.00066930135382932692 0.0010622157279742337 -0.00049334277804753159 0.00065302122752655288 -0.000397613260525511 -0.0010310306138620394
leaf_weight=0.0014008911426230562 0.0010756660619329608 0.0010171357999038911 0.0015954924723357126 0.0017792407776120742 0.0013592489142176464 0.0013574248315952903 0.0013853911904199018 0.0010575273818660413 0.001205645112003325 0.0012704679399302438 0.0010864596801107313 0.0010340112087836601 0.0012094598190777964 0.0010738950256999292 0.0010256110650858265 0.0012548233411968923 0.0018392211812300269 0.0011228633051079129
leaf_count=361 126 258 420 215 203 132 256 51 454 61 44 60 240 161 315 93 406 54
internal_value=0 2.84452e-05 6.36167e-05 0.000104885 0.000223359 0.000125703 -4.68243e-07 0.000220274 -0.000130256 0.000366413 0.000193425 -3.79989e-05 0.000265981 0.000619552 4.60733e-05 0.000174741 -2.23637e-05 -0.000617864
internal_weight=0 0.0230748 0.0220577 0.0206568 0.013736 0.0119567 0.00952361 0.00701535 0.00692079 0.00595782 0.0046004 0.00332993 0.00224347 0.00243314 0.0053253 0.00429969 0.00304487 0.00250825
internal_count=3910 3784 3526 3165 1477 1262 898 588 1688 537 405 344 300 364 1268 953 860 310
is_linear=0
shrinkage=0.00174112


Tree=2225
num_leaves=21
num_cat=0
split_feature=1213 14 11 13 52 0 0 157 457 42 1 43 2 2 13 15 2 15 0 47
split_gain=0.000439841 0.000258869 0.000187034 0.000217786 0.000554966 0.000277264 0.000347129 0.000276551 0.000249459 0.000253811 0.000246285 0.000239779 0.000223287 0.000383202 0.000264065 0.000243225 0.000265749 0.000115278 0.000112791 9.10888e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.083514999999999992 0.11588000000000002 -0.017269999999999997 -0.053834999999999994 -0.07686999999999998 -0.068264999999999978 0.095385000000000011 0.08844500000000001 -0.079109999999999986 0.11230000000000001 0.12401500000000001 -0.0038299999999999996 -0.10071499999999999 0.085155000000000022 -0.076594999999999983 0.047345000000000005 0.077735000000000012
decision_type=2 2 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 -5 -9 12 18 -7 14 -14 -10 -16 -17 -18 -2 -12
right_child=1 -3 -4 5 -6 11 -8 8 9 -11 19 -13 13 -15 15 16 17 -19 -20 -21
leaf_value=-0.0010770902659431726 3.4088826306928503e-05 -0.00080371921160118129 -0.00059234109713403489 0.00069268260245353174 -0.00076581690118144338 0.00087344035263064394 -0.00091226871668260686 -0.00088730140184324483 -0.00063690310849687313 0.00076783766413500497 0.0013294614742332587 -0.00013770993763185594 -0.0013388727631986259 0.00011749331457893852 0.00086618159550756757 -0.00064192400769084665 -4.3356589299926317e-05 0.00073583710733431172 0.0007024022582495413 0.00064071999628738526
leaf_weight=0.0010647042198008707 0.0019718975156693868 0.0010170085434081369 0.0011703176663173656 0.0013401999152505154 0.0010296052304162029 0.0016449770048397455 0.0013725807564782333 0.001053138446002592 0.0012627869373300132 0.0010010812786179187 0.0011623651298265786 0.001093364713140429 0.0010050515707766688 0.0010190134064718033 0.0012229901857443576 0.0011857479742451169 0.0010619725174051131 0.0010650584829275042 0.0011027708859785434 0.0010008397007999024
leaf_count=592 444 119 125 163 170 112 148 89 570 318 209 177 86 60 68 134 71 179 19 57
internal_value=0 2.235e-05 5.92528e-05 9.45645e-05 0.000357384 -1.29003e-05 -0.000117871 -2.06645e-05 -0.000117459 -2.55762e-05 0.000578171 0.000469708 -0.000127111 -0.000605667 3.99349e-05 0.000228371 -7.09194e-06 0.000346805 0.000273788 0.0010108
internal_weight=0 0.0237828 0.0227658 0.0215954 0.00626748 0.015328 0.0125896 0.011217 0.00987684 0.0088237 0.00523787 0.00273834 0.00782262 0.00202406 0.00579856 0.00453577 0.00331278 0.00212703 0.00307467 0.0021632
internal_count=3910 3318 3199 3074 899 2175 1886 1738 1575 1486 729 289 1168 146 1022 452 384 250 463 266
is_linear=0
shrinkage=0.00167351


Tree=2226
num_leaves=19
num_cat=0
split_feature=1213 14 13 52 132 457 39 457 4 49 50 13 47 2 2 13 3 16
split_gain=0.000425793 0.000370761 0.000171369 0.000276125 0.000252402 0.000214032 0.000261493 0.0002597 0.000206348 0.000184263 0.000188133 0.000279396 0.000308215 0.000174141 0.000201079 0.000172853 7.50716e-05 7.20956e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.089899999999999994 0.10062000000000001 0.079995000000000011 0.069705000000000003 0.090455000000000021 0.11742500000000002 -0.23071499999999998 -0.010424999999999999 0.086465000000000014 -0.0041499999999999983 0.090655000000000013 0.097940000000000013 0.11680500000000001 -0.13934999999999997 0.090325000000000003 -0.082344999999999988
decision_type=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 8 -7 -4 -10 11 -11 16 15 -15 -2 17 -13
right_child=1 -3 4 -5 -6 7 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0010265760640098427 -0.00023166194274502761 -0.00091930751504855249 -0.00074046680759251853 -0.00032528493338645695 0.00066172398111163651 0.000750522480767613 0.00048691893539934568 -0.00022428257980651017 -0.00058852901187123063 -0.00050480644219923199 -0.0006251976262059356 0.0010475469783828844 -0.00036826741988776147 0.0013460349786116193 0.0003416929924702562 0.00068575849172515968 0.00023699819953607528 0.00044239464021506318
leaf_weight=0.0010211485198869307 0.0011230297015794449 0.0010080355016649492 0.0017767631049949275 0.0012928997732653269 0.001357509259864254 0.0016491773939644331 0.0014556987007893875 0.0012378864604539186 0.0018951263168627847 0.0015507698204753643 0.0011419425494939919 0.0010009312408774049 0.001330204320284134 0.0010611130877986596 0.0010035833303122382 0.0010085908713911252 0.0012348720567398885 0.001037203519501712
leaf_count=592 77 119 208 114 245 178 178 66 200 855 402 98 59 59 127 108 35 190
internal_value=0 3.47534e-05 7.81579e-05 0.000324662 -3.02194e-06 -6.19615e-05 -0.000153642 0.000332555 -0.00023866 -0.000141654 -2.55774e-05 8.5689e-05 0.00028462 0.000524912 0.000857856 0.000202422 0.000549965 0.000739586
internal_weight=0 0.0231653 0.0221573 0.00548922 0.0166681 0.0153106 0.0124235 0.00288706 0.0109678 0.00919105 0.00729592 0.00615398 0.00460321 0.00419632 0.0020647 0.00213162 0.00327301 0.00203813
internal_count=3910 3318 3199 485 2714 2469 2225 244 2047 1839 1639 1237 382 371 186 185 323 288
is_linear=0
shrinkage=0.00160853


Tree=2227
num_leaves=21
num_cat=0
split_feature=1213 14 38 124 402 52 484 160 457 43 48 12 0 4 4 16 3 3 160 15
split_gain=0.000331327 0.000299875 0.000221416 0.000407927 0.000276048 0.000233952 0.000228245 0.000301969 0.000241827 0.000256045 0.000232037 0.000275517 0.000196501 0.000150558 0.000178386 0.000159344 0.000124342 0.000118466 0.000100972 8.5932e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.40083499999999994 -0.0043499999999999988 -0.098319999999999991 -0.0034949999999999994 0.083940000000000015 0.12675000000000003 0.10129000000000001 -0.10943499999999999 -0.012554999999999998 -0.34687499999999999 -0.0049699999999999996 -0.055684999999999991 -0.0026499999999999996 0.086110000000000006 -0.11739999999999999
decision_type=2 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 -9 10 11 12 18 14 -14 -16 -11 -15 19 -10
right_child=1 -3 -4 4 -6 6 7 8 9 16 -12 -13 13 17 15 -17 -18 -19 -20 -21
leaf_value=-0.00096237225671247189 0.000913686091385612 -0.00087303256294534121 -0.00071762402639438509 -0.00072483082538588376 0.00085483796533337259 -0.00063115232477777147 -0.00060982708966160742 -0.00054492173641351109 0.00062976585718491681 -0.00073552813674532312 -0.00044123293925189068 -0.00027782569625854219 -1.0539635068077675e-05 -0.00031568692261175037 0.00038617761072726544 0.0013051380874427219 0.00010142083564484502 0.00044409015115735184 0.00036495348075526568 0.0012633512599115088
leaf_weight=0.0010323848064517421 0.0016626725113914531 0.0010373814999642119 0.0010079013879335927 0.0012578076074350108 0.0011304500289531704 0.0013798368874674031 0.0016195295186671827 0.0012791645864146392 0.0010587597062210463 0.0010508912597327752 0.0010449217461285807 0.0015009332048987476 0.0010905743447460151 0.0014556345650954122 0.0011288723229171925 0.0010717757005236396 0.001018509304622218 0.0010148733053540419 0.0010042714898517158 0.00151805498842272
leaf_count=592 263 112 88 348 283 448 361 117 33 157 52 127 55 243 332 59 37 56 53 94
internal_value=0 2.49511e-05 6.49397e-05 0.000100329 3.47606e-05 -1.27944e-05 3.63159e-05 9.09525e-05 0.000165437 0.000230536 0.000326992 0.00040102 0.000510077 0.000314912 0.000553978 0.000833736 -0.000323602 -3.57398e-06 0.000824085 0.00100302
internal_weight=0 0.0243328 0.0232954 0.0222875 0.0206249 0.0194944 0.0182366 0.0168568 0.0152372 0.0139581 0.0118887 0.0108437 0.00934282 0.00576173 0.00329122 0.00220065 0.0020694 0.00247051 0.00358109 0.00257681
internal_count=3910 3318 3206 3118 2855 2572 2224 1776 1415 1298 1104 1052 925 745 446 391 194 299 180 127
is_linear=0
shrinkage=0.00170698


Tree=2228
num_leaves=18
num_cat=0
split_feature=1213 14 11 13 52 2 132 124 4 50 4 157 457 2 48 47 52
split_gain=0.000407955 0.000190057 0.000158217 0.000184724 0.000271086 0.00023477 0.000204902 0.000172663 0.000253026 0.000142863 0.000179809 0.00023687 0.000125356 0.000194604 0.000273361 0.000177857 2.03499e-06
threshold=-1.0000000180025095e-35 0.064610000000000015 0.088315000000000018 -0.089899999999999994 0.10062000000000001 0.097940000000000013 0.079995000000000011 -0.061329999999999989 -0.23071499999999998 0.082725000000000007 -0.078094999999999984 -0.06588999999999999 -0.0015249999999999997 0.11230000000000001 0.083775000000000002 0.092255000000000018 -0.072349999999999984
decision_type=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 -5 -9 10 -10 -12 -13 14 15 -14 -17
right_child=1 -3 -4 6 -6 -7 -8 8 9 -11 11 12 13 -15 -16 16 -18
leaf_value=-0.00097748548837986058 0.0001781141895204059 -0.00060686467605420658 -0.00048481981370827296 0.00051305944843658556 -0.00025432241496282525 0.00096759389104583108 0.00061347202679683038 -0.00066152490495729284 0.00053472470194538429 -0.00054382634154695952 0.00065575644659475539 -0.00058257436017689242 -0.00057557849456154415 -0.00057595892768627622 0.00056740100241837294 0.00017901649763516582 8.0897268987751582e-05
leaf_weight=0.0010051629079337173 0.0018039388565741455 0.0010711753096331314 0.001202756122869352 0.0012275040871514995 0.0012878867152223972 0.0017975186360232182 0.0012394660735316572 0.0016396691339736905 0.0015197177440494968 0.0010952649994087947 0.0010331950883990812 0.0012409543518041473 0.0014826009877710565 0.0013327904275378284 0.001837507428345507 0.0010004783825490193 0.0010207363570517991
leaf_count=592 174 122 125 201 114 169 234 169 326 448 204 107 491 205 128 46 55
internal_value=0 2.89143e-05 6.02088e-05 9.2094e-05 0.000354452 0.00057215 1.02327e-05 -4.1581e-05 -9.31472e-05 -1.25512e-05 4.30361e-05 -4.04692e-05 -0.000131351 -4.74528e-05 8.44224e-05 -0.000168866 0.000129465
internal_weight=0 0.0228332 0.021762 0.0205592 0.00488934 0.00360146 0.0156699 0.0144304 0.0132029 0.0115632 0.010468 0.00894826 0.00791507 0.00667411 0.00534132 0.00350382 0.00202121
internal_count=3910 3318 3196 3071 457 343 2614 2380 2179 2010 1562 1236 1032 925 720 592 101
is_linear=0
shrinkage=0.00154607


Tree=2229
num_leaves=19
num_cat=0
split_feature=1213 14 13 52 132 457 457 39 15 4 4 1 49 16 51 2 2 16
split_gain=0.000399535 0.000337081 0.000179075 0.000228765 0.00020938 0.000204175 0.000213056 0.000210936 0.000258614 0.000186297 0.000285035 0.000251361 0.000159808 0.000146248 0.000246885 0.000145421 0.000190173 8.20031e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.089899999999999994 0.10062000000000001 0.079995000000000011 0.069705000000000003 0.10412500000000001 0.005105000000000001 -0.017214999999999998 -0.23071499999999998 -0.083329999999999987 0.079355000000000023 -0.010424999999999999 -0.11180499999999999 -0.024374999999999997 0.097940000000000013 0.11635500000000001 -0.14259999999999998
decision_type=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 9 -9 -4 -11 -12 -13 -14 -15 17 -17 -2
right_child=1 -3 4 -5 -6 6 -8 8 -10 10 11 12 13 14 -16 16 -18 -19
leaf_value=-0.00094594361976368762 0.00050278022904266145 -0.00083139410792289388 -0.00071153381169628568 -0.00026674006586242859 0.00054191071907467713 0.00067467568298901605 -0.00012741931634814737 -0.00021043495303031042 0.00082444335868319264 0.00043697071823526349 -0.00095785434370923984 -0.00063789602228553311 0.00030374262954749987 0.00023154935818558997 -0.00063073497456410648 0.0012104354871091952 0.00028745948028669128 -8.9712594387827393e-05
leaf_weight=0.0010378296995144148 0.0010099362923321337 0.0010339374465753995 0.0016702471640814434 0.0012900582713337994 0.0013862652941769747 0.001546068560800847 0.0014980797684817637 0.0012059317899516826 0.0010274843241590828 0.0015227030916773283 0.0010831175984302209 0.001302329823341275 0.0017946445664906996 0.0013931327129663718 0.0016862353335130031 0.0010319845434842989 0.0010196398833556136 0.001145304101148519
leaf_count=592 65 112 200 116 245 160 84 210 48 232 892 90 88 129 339 58 128 122
internal_value=0 1.49354e-05 5.3632e-05 0.000291649 -2.28078e-05 -7.25758e-05 0.00027995 -0.00015717 0.000265661 -0.000247518 -0.000159268 -0.000284332 -0.00016622 -4.01884e-05 -0.00024063 0.000462882 0.000751724 0.000187927
internal_weight=0 0.0236471 0.0226132 0.00549692 0.0171162 0.01573 0.00304415 0.0126858 0.00223342 0.0104524 0.00878216 0.00725946 0.00617634 0.00487401 0.00307937 0.00420686 0.00205162 0.00215524
internal_count=3910 3318 3206 489 2717 2472 244 2228 258 1970 1770 1538 646 556 468 373 186 187
is_linear=0
shrinkage=0.00151575


Tree=2230
num_leaves=14
num_cat=0
split_feature=403 52 39 13 160 474 3 2 151 4 13 3 1
split_gain=6.75462e-05 7.02133e-05 8.30641e-05 0.000119283 0.000141392 0.000213208 0.000163913 0.000231724 0.000122789 0.000150496 0.000121437 0.000154368 8.54635e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 0.005105000000000001 0.16421000000000002 -1.0000000180025095e-35 0.084655000000000022 -0.075404999999999986 0.089910000000000004 -0.0088999999999999982 -0.0037349999999999992 -0.0038299999999999996 -0.084129999999999996 0.10004000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 10 -8 -9 -10 11 -6 -4
right_child=1 2 12 -5 6 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.0020085849775479518 -0.0014968203062598483 -0.0028196594028081575 7.9548767579732581e-05 -0.0023771332179301618 -0.00088916533734368221 0.0015775154144826373 -0.0027348522414329586 -0.0013208978768942772 -0.00035334680210888321 0.0034380172513081612 0.0041374624451986858 0.0029921031026254627 0.0032994345422402748
leaf_weight=0.0010111884352953576 0.0015683121464920438 0.001910592637173609 0.0010050257802440843 0.001175757751981415 0.0012791377239033249 0.0010877370074382706 0.0015326992892083511 0.0010942691428429407 0.0011435851092511523 0.0015501728914642764 0.0011787271467820883 0.0012974750684865378 0.0010695845778021613
leaf_count=930 394 677 99 104 234 233 159 93 109 134 150 291 303
internal_value=0 0.000100948 0.000264462 3.34968e-05 0.000268235 -0.00122445 0.000761351 -0.000133757 0.00091869 0.00182846 0.00202958 0.00106528 0.00173959
internal_weight=0 0.0168931 0.0153248 0.0132502 0.0120744 0.00299833 0.00907607 0.00532073 0.00378803 0.00269376 0.00375534 0.00257661 0.00207461
internal_count=3910 2980 2586 2184 2080 910 1170 495 336 243 675 525 402
is_linear=0
shrinkage=0.00792826


Tree=2231
num_leaves=19
num_cat=0
split_feature=1213 14 4 11 3 160 13 13 1 4 2 3 0 39 403 47 42 0
split_gain=0.000415792 0.00030357 0.000194543 0.000299544 0.000218816 0.000164444 0.000192393 0.000302829 0.000266852 0.000292363 0.000203687 0.000317898 0.000305378 0.000176483 0.00024613 0.000219545 0.000278284 0.000282794
threshold=-1.0000000180025095e-35 0.073890000000000011 0.50657000000000008 0.088315000000000018 -0.15121499999999996 -0.217635 -0.083514999999999992 -0.52445999999999982 0.099595000000000017 -0.077679999999999985 0.11230000000000001 0.11476000000000001 -0.23029999999999998 0.005105000000000001 0.03138500000000001 0.092255000000000018 0.088235000000000022 -0.13506999999999997
decision_type=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 12 -12 -8 14 15 16 17 -14
right_child=1 -3 -4 -5 5 6 10 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00099790028533581522 0.00067255504174845444 -0.00082168145030196054 0.00076541400897012343 -0.00078983483617357678 -0.00054658889608129855 -0.00044645903865032162 0.00062685335823975624 0.00079250930392418156 0.0011033781463198643 -0.00017309765409342597 0.00017288136623323482 -0.0010674375956013962 -0.00027752798729648899 0.00037346844786009077 0.00053081033063521999 0.00013445043225908759 0.00010521348008848975 -0.0013439112757992881
leaf_weight=0.0010436603247247272 0.0015340809530756767 0.0010146848551683399 0.0010162020288971034 0.0010571437649238282 0.0011569639037899591 0.0010740040566876163 0.001988387430301935 0.0014551983812788327 0.0013506081169684207 0.001833482377986439 0.0010093535002778089 0.0011368610144741886 0.0012075362172545524 0.0017835026797353576 0.0010139018814524989 0.0017735682779247974 0.0011506237863890215 0.0013773259388225175
leaf_count=592 125 119 212 111 310 41 75 81 138 449 206 49 49 148 137 153 342 573
internal_value=0 3.92817e-05 7.73993e-05 4.54778e-05 8.78394e-05 4.13899e-05 7.88614e-05 0.000323215 0.000501395 0.000254171 -3.33526e-05 -0.000484122 6.06214e-05 -7.49223e-05 -0.000197521 -0.000331565 -0.000552824 -0.000845743
internal_weight=0 0.0239334 0.0229187 0.0219025 0.0208454 0.0193113 0.0181544 0.00571329 0.00463929 0.00328868 0.0124411 0.00214621 0.0102948 0.00830646 0.00652296 0.00550905 0.00373549 0.00258486
internal_count=3910 3318 3199 2987 2876 2751 2441 709 668 530 1732 255 1477 1402 1254 1117 964 622
is_linear=0
shrinkage=0.00160853


Tree=2232
num_leaves=23
num_cat=0
split_feature=1213 14 1456 11 453 16 13 1374 160 150 1 4 42 1 484 0 52 42 43 4 52 15
split_gain=0.000394135 0.000368991 0.000254309 0.000307076 0.000229473 0.000261204 0.000248329 0.000257038 0.000189854 0.000199569 0.000213726 0.000404835 0.000369518 0.00027039 0.000205321 0.000167032 0.000159698 0.00019524 0.000158317 0.000140047 0.000111329 0.000106503
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 -0.50585499999999983 -0.52445999999999982 -0.088294999999999985 -0.217635 0.095565000000000011 0.13026000000000001 -0.0017649999999999999 0.091955000000000023 0.094385000000000011 0.084750000000000006 -0.11756999999999999 -0.088354999999999989 -1.0000000180025095e-35 -0.019509999999999996 -0.23071499999999998 -0.0041199999999999995 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
left_child=-1 2 -2 4 5 -4 -7 -8 -9 10 11 12 14 18 16 -15 -10 -18 -13 -19 -12 -21
right_child=1 -3 3 -5 -6 6 7 8 9 -11 20 13 -14 15 -16 -17 17 19 -20 21 -22 -23
leaf_value=-0.00097294092940258153 -0.00074049037207401592 -0.00093898583771108229 0.00077142404721082492 -0.00070476370592659698 -0.00056347002532663667 -0.00069422393726820033 -0.00065739387310657363 -0.000509694712943317 -0.00015967858621270312 0.0009514634028518022 0.00034443633837431765 -0.00019101231303736779 -0.00052743116391377272 -0.00033726198851902184 0.0011521372433736224 0.00050484564461792205 2.1205173654299478e-05 0.00024416386741494091 -0.0010579798103775289 0.0013957857760454198 0.0010964738239362714 0.00064470562560483711
leaf_weight=0.0012458819501255857 0.0011326601904755691 0.0011462590580060264 0.0019381033997667918 0.0013515723274331029 0.0013062913852968086 0.00104658126537593 0.0010605603483817552 0.0010167445087917405 0.0013099435624233154 0.0011040864400824182 0.001283284894208675 0.0011272740993516911 0.0012032686037688201 0.0012804932113111012 0.0011597705045640616 0.0014790458462987655 0.0015931926169261658 0.0010755184620190317 0.0013471944903495651 0.0010313987616838308 0.0010371062703349232 0.0011788727581806824
leaf_count=592 312 112 190 123 88 35 66 293 270 125 76 175 265 40 101 108 350 39 169 179 104 98
internal_value=0 8.88516e-06 5.05729e-05 8.65133e-05 0.000131871 0.000172653 0.000115583 0.000159524 0.000207057 0.000249401 0.000201274 0.000120603 0.000349443 -0.000253305 0.000493022 0.000114087 0.000369507 0.000511587 -0.000663022 0.00074936 0.000680562 0.000995189
internal_weight=0 0.0272092 0.026063 0.0249303 0.0235787 0.0222724 0.0203343 0.0192878 0.0182272 0.0172105 0.0161064 0.013786 0.00855197 0.00523401 0.0073487 0.00275954 0.00618893 0.00487898 0.00247447 0.00328579 0.00232039 0.00221027
internal_count=3910 3318 3206 2894 2771 2683 2493 2458 2392 2099 1974 1794 1302 492 1037 148 936 666 344 316 180 277
is_linear=0
shrinkage=0.00170698


Tree=2233
num_leaves=20
num_cat=0
split_feature=1213 14 11 3 124 12 40 13 4 42 16 47 52 157 43 12 52 2 3
split_gain=0.000439025 0.000372255 0.000265253 0.00020713 0.000189382 0.000271428 0.000202259 0.000241576 0.00033165 0.000220907 0.000217668 0.000171568 0.000224517 0.000281283 0.000200495 0.00025378 0.000381405 0.000167594 0.000131928
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.092644999999999991 -0.064199999999999993 -0.094679999999999986 -0.23071499999999998 -0.089024999999999979 0.15100500000000003 0.09252500000000001 -0.092854999999999979 -0.063554999999999987 -0.083899999999999988 1.0000000180025095e-35 -0.0041199999999999995 0.092340000000000019 0.090325000000000003
decision_type=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 -10 17 12 -11 -14 -15 16 -16 -8 -18
right_child=1 -3 -4 4 6 -7 7 8 9 11 -12 -13 13 14 15 -17 18 -19 -20
leaf_value=-0.00098845283353144191 0.00060982410584605915 -0.0009151301565303166 -0.00061835700895042746 -7.8045530923774565e-05 -0.00058007115746293899 0.0010697677369853505 0.00031636954122428505 -0.00083181813044291137 0.00052707989383252792 -0.00059643104030593233 -8.4909942664357051e-05 -0.0004875272956916518 0.00089890064170347823 0.00062291739556792007 -0.00047585856994545954 -0.00074730565810126898 0.00077682641455006647 0.0012066353723068893 9.6738899386903258e-05
leaf_weight=0.0011242426183530737 0.0018104047719388295 0.0010190426435667524 0.0013621937926853169 0.0010009590637199833 0.0013637749335012319 0.0010496012073150538 0.0011043171888966618 0.0012028554525949269 0.0019234832741043201 0.0012153328102306989 0.0012760273059484462 0.001869049901849649 0.0010335472453973527 0.0011446915252668081 0.0019284012997644595 0.0011955015777662323 0.0014032959899357043 0.0010039260039033382 0.0014344641619090659
leaf_count=592 147 112 125 95 135 190 104 130 251 275 32 243 216 181 62 760 48 144 68
internal_value=0 1.86381e-05 5.77614e-05 9.78755e-05 5.40519e-05 0.000509475 5.15467e-06 5.01573e-05 -3.92222e-05 3.32903e-05 0.000429161 -5.13294e-05 3.5817e-05 0.000130215 1.84177e-05 -9.76515e-05 6.53019e-05 0.000740306 0.000433048
internal_weight=0 0.0253409 0.0243218 0.0229596 0.0211492 0.00205056 0.0190987 0.0177349 0.0143506 0.0131478 0.00338427 0.0112243 0.00935523 0.0081399 0.00710635 0.00596166 0.00476616 0.00210824 0.00283776
internal_count=3910 3318 3206 3081 2934 285 2649 2514 2234 2104 280 1853 1610 1335 1119 938 178 248 116
is_linear=0
shrinkage=0.00157699


Tree=2234
num_leaves=19
num_cat=0
split_feature=1213 14 38 124 484 457 40 48 0 52 52 49 13 47 3 4 47 4
split_gain=0.000425589 0.000363744 0.000234465 0.000490054 0.000271812 0.000235894 0.000209535 0.000269445 0.000299884 0.000321768 0.000309934 0.000283197 0.00023295 0.000195852 0.000373209 0.000303706 0.000156085 8.96839e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.068264999999999978 -0.062739999999999976 0.12675000000000003 -0.10575999999999998 0.086040000000000019 -0.074484999999999982 -0.084114999999999981 -0.09547499999999999 0.092255000000000018 -0.08348499999999999 -0.08422499999999998 0.084545000000000023 0.18622000000000002
decision_type=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 -8 -10 -13 14 15 -14 17 -12
right_child=1 -3 -4 4 5 6 7 -9 11 -11 16 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0010125596567435937 0.00094622554567505731 -0.00091879003911287554 -0.00069633256761493707 -0.00065638588156063948 -0.00061408379475355471 -0.00050181688658040987 0.00011191800646135666 -0.00059975481443425363 -0.00070698774191566211 -0.00031325467747519932 0.00093383016043002427 0.00069767838276131892 -0.00032356771428327844 0.0005020738379469254 -0.00070662790914112527 0.00066928062417515911 0.00044074378784830093 0.0015812916064204389
leaf_weight=0.0011082445038426763 0.0017157832966960196 0.0010491129199904073 0.0010323269162930962 0.001429490191898637 0.0012193650318643159 0.0013075734244592232 0.001653496832293655 0.0011157150626901471 0.0011504302850759976 0.0010299226824623253 0.0013437443219818023 0.0017323752847553317 0.0015713891982241587 0.0017443919581516185 0.0019287036731294744 0.0017563413104136824 0.0010121806907790187 0.0010078215247522337
leaf_count=592 263 112 88 542 154 125 59 59 76 55 61 105 264 122 732 374 27 100
internal_value=0 2.66391e-05 6.83999e-05 0.000103149 3.42759e-05 8.47164e-05 0.000131142 0.000179693 0.000234282 0.000522068 0.00069354 5.82046e-05 0.000159004 2.57073e-05 -0.000132379 0.000200447 0.000979444 0.00121132
internal_weight=0 0.0248002 0.0237511 0.0227187 0.0210029 0.0195735 0.0183541 0.0170465 0.0159308 0.00604717 0.00501724 0.00988363 0.0087332 0.00700083 0.00525643 0.00332773 0.00336375 0.00235157
internal_count=3910 3318 3206 3118 2855 2313 2159 2034 1975 302 247 1673 1597 1492 1370 638 188 161
is_linear=0
shrinkage=0.0016407


Tree=2235
num_leaves=14
num_cat=0
split_feature=0 12 47 1 15 13 15 2 3 43 52 52 2
split_gain=5.94016e-05 0.000158048 0.000153059 0.000126897 0.000134836 0.000131941 0.000118765 0.000124728 0.000214584 0.000129874 0.000103138 0.000118997 4.28555e-05
threshold=-0.017269999999999997 0.082640000000000005 0.13177500000000003 1.0000000180025095e-35 0.085120000000000015 -0.083514999999999992 0.079360000000000014 1.0000000180025095e-35 0.086245000000000016 -0.074254999999999988 1.0000000180025095e-35 -0.048794999999999991 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 9 -9 -5 11 -10 -3
right_child=1 12 -4 6 -6 -7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.00081202869744550978 0.003371262926158981 -0.0022095001608096526 -0.0040519952728797241 0.0012556251257941943 0.00096413877184170385 -0.0058825767116604177 -0.002116782085331463 0.0044969803582624686 0.0010266024513489627 -0.0033494221546725065 0.00309818431764348 -0.0030294223633758051 0.00065527488908768928
leaf_weight=0.0010557085778618346 0.0016999317889706501 0.001034406739108186 0.0010327378537891016 0.0012998494626649398 0.0011701221617590497 0.0010202440104487356 0.0014778417877414221 0.0019440828948699349 0.0019880152382976135 0.001182416432970651 0.0011112412817605444 0.0011568571126039373 0.0010782715713510971
leaf_count=463 243 81 71 266 695 722 480 300 122 170 72 103 122
internal_value=0 0.00108901 -0.000322066 -3.47373e-05 -0.00176545 -0.00330399 0.0005182 0.0009667 0.00172924 -0.000937969 0.000465007 -0.000465427 -0.000747372
internal_weight=0 0.00381261 0.0144391 0.0134064 0.00324607 0.00207595 0.0101603 0.00868246 0.0062002 0.00248227 0.00425611 0.00314487 0.00211268
internal_count=3910 446 3464 3393 1880 1185 1513 1033 597 436 297 225 203
is_linear=0
shrinkage=0.010055


Tree=2236
num_leaves=13
num_cat=0
split_feature=484 15 12 1 16 15 4 4 15 2 43 16
split_gain=6.03761e-05 7.21828e-05 0.000199544 0.000103445 0.000144838 0.000118583 0.000126683 0.000149684 8.7621e-05 8.55175e-05 7.43691e-05 6.44569e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 0.20277000000000003 -0.017214999999999998 -1.0000000180025095e-35 0.25367000000000006 -0.14676499999999995 0.089910000000000004 -0.077664999999999998 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 6 -5 9 -9 -8 -2 -4
right_child=1 2 11 5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0016220936384822909 -0.0034262124776761752 -0.0025688423027801031 0.0016583973154104721 0.0021441373487654201 0.0010180222029131135 0.0026631051515336153 -0.0025369844698374016 0.0022393603754816737 -0.00045527513921821497 0.00016443201009961632 -0.00057921662475011115 -0.00075567873427634001
leaf_weight=0.0012221497820027799 0.0010115581201392138 0.0018785704899520047 0.0014695140779527605 0.0017847230485885639 0.0015940506271092843 0.0016039380723589947 0.0015595472135490071 0.0015608330830487096 0.0011848206438172188 0.0011265488554900172 0.0010372532087131294 0.0010645509100475903
leaf_count=612 320 421 210 284 194 268 134 311 110 60 264 722
internal_value=0 9.75171e-05 -0.000723643 0.00038825 -0.000670854 0.000825663 0.000417272 -0.000150128 0.00107656 -0.00140401 -0.00198486 0.000644253
internal_weight=0 0.0168759 0.00441264 0.0124633 0.00364286 0.00882041 0.00721647 0.00543175 0.00274565 0.0026861 0.00204881 0.00253406
internal_count=3910 3298 1353 1945 778 1167 899 615 421 194 584 932
is_linear=0
shrinkage=0.00747098


Tree=2237
num_leaves=20
num_cat=0
split_feature=1213 14 38 124 402 52 124 160 12 457 484 160 15 0 47 3 13 4 2
split_gain=0.000406289 0.000244312 0.000219148 0.000337465 0.000238456 0.000226839 0.000215874 0.000255364 0.000287108 0.000256678 0.00025743 0.000334398 0.000190793 0.00027304 0.000259098 0.000257951 0.000376692 0.000216085 0.000114404
threshold=-1.0000000180025095e-35 0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 0.076115000000000002 -0.40083499999999994 0.11158000000000001 -0.11175999999999998 0.11655500000000001 -0.0034949999999999994 -0.0043499999999999988 0.099550000000000013 -0.11739999999999999 -0.10575999999999998 0.092255000000000018 -0.082139999999999977 -0.084084999999999979 -0.08422499999999998 0.09142500000000002
decision_type=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 -7 9 -9 -11 12 -12 18 15 17 -17 -15 -14
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 11 -13 13 14 -16 16 -18 -19 -20
leaf_value=-0.0010179765008424299 0.00079514304743812309 -0.00074354645222356435 -0.0006668261478669559 -0.00066814587285137764 0.00077221538634103396 -0.00069436635719109709 0.00072258794216984292 -0.00055929626565825216 -0.00076568501732562303 -0.00053237749928329852 -0.00013608558587087897 -0.00060398182851431636 0.0010871369866682977 -7.2925574846885232e-05 0.00099023841069489069 0.00044179320026316863 -0.00088088085694914197 0.00078406584673090438 0.00040851498253080396
leaf_weight=0.001052743426333754 0.0016943977766171138 0.0010731500808534014 0.001076934466865089 0.0013045818601301285 0.0011172038497369368 0.0013401367323340038 0.0011675073067221728 0.0014071375324773887 0.0010832204465030726 0.0012556790905529887 0.0019579770486932825 0.0011326360220023654 0.001872759599436666 0.0014227377672832954 0.0010485830986173283 0.001019512955663604 0.0013433031773648803 0.0017865189950038024 0.0010401166311644339
leaf_count=592 263 119 88 348 281 360 37 192 103 314 174 86 44 148 38 74 263 290 96
internal_value=0 2.24004e-05 5.65485e-05 9.04281e-05 3.43675e-05 -6.47627e-06 3.92494e-05 -5.79789e-06 5.05714e-05 0.000108411 0.000176103 0.000246573 0.000330406 0.000426213 0.00024204 0.00010124 -0.000310171 0.000404142 0.000844818
internal_weight=0 0.0251441 0.0240709 0.022994 0.0212996 0.0201824 0.0188778 0.0177103 0.0163702 0.015287 0.0138798 0.0126241 0.0114915 0.00953353 0.00662066 0.00557207 0.00236282 0.00320926 0.00291288
internal_count=3910 3318 3199 3111 2848 2567 2219 2182 1822 1719 1527 1213 1127 953 813 775 337 438 140
is_linear=0
shrinkage=0.0016407


Tree=2238
num_leaves=20
num_cat=0
split_feature=1213 14 38 124 13 132 457 457 12 43 42 0 49 4 3 0 15 2 1
split_gain=0.000456621 0.000377731 0.000236212 0.000394489 0.000250736 0.000252159 0.000242618 0.000395164 0.000230479 0.000205721 0.000287507 0.000296442 0.000514417 0.000194349 0.000186672 0.000171723 0.000128171 8.63595e-05 7.90266e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.094679999999999986 0.079995000000000011 0.082870000000000013 0.36560000000000009 0.089635000000000006 0.0033500000000000005 0.098285000000000011 -0.083424999999999985 -0.010424999999999999 0.41666000000000009 0.10666500000000002 -0.017269999999999997 -0.063364999999999991 0.081615000000000007 0.089825000000000002
decision_type=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 9 18 -5 10 11 12 -6 17 -10 16 -13 -14 -8
right_child=1 -3 -4 4 5 -7 7 -9 14 -11 -12 15 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0011193586460595995 0.00090548515103531255 -0.0010243985215196145 -0.0007328224753612206 0.00086032278839944583 -0.00097958574174743219 0.00067120783611883503 0.00040473260663030121 -0.00058282495114842393 -0.00042619982383550144 -0.00089698671139090995 0.00060865694176245844 -0.000469257100886831 0.0001424051899282383 -0.00032673975130531694 0.00048245249609606193 -0.00011928526641892762 -0.0012652248696373393 0.00069074201396196206 0.0010861045537590317
leaf_weight=0.0011127098227319198 0.0017091796953845493 0.0010077493502982085 0.0010795223109207877 0.0019017477731906136 0.0013417471912686302 0.0013113328265122867 0.0010166529377100284 0.00100020268932699 0.0012473737884158564 0.0012645673872156852 0.0013153748598776329 0.0011064767816095214 0.0015446111270654263 0.0013413075777058969 0.0015213135601405692 0.001250795249487369 0.0013758597759255097 0.00199569982538704 0.001047878374591027
leaf_count=592 263 112 88 223 159 221 92 30 69 325 216 198 132 38 36 181 416 443 76
internal_value=0 2.01911e-05 6.33841e-05 0.000100286 3.65212e-05 -6.20968e-05 -0.000123734 0.000315406 0.000393635 -0.000231088 -0.000156383 -0.000257454 -2.4768e-05 0.00023767 7.30783e-05 -0.000645355 -0.00091043 0.000451507 0.000750571
internal_weight=0 0.0253794 0.0243716 0.0232921 0.0215829 0.0169125 0.0156012 0.00306473 0.00467044 0.0125364 0.0112719 0.0099565 0.00622337 0.00488162 0.00276869 0.00373313 0.00248234 0.00354031 0.00206453
internal_count=3910 3318 3206 3118 2855 2527 2306 198 328 2108 1783 1567 772 613 105 795 614 575 168
is_linear=0
shrinkage=0.00174112


Tree=2239
num_leaves=13
num_cat=0
split_feature=11 4 150 160 133 2 3 4 15 1 52 12
split_gain=8.07199e-05 8.07199e-05 9.13028e-05 0.000116276 0.000118038 8.91784e-05 0.000134657 0.000136504 0.000103817 0.000145232 0.000139173 8.51609e-05
threshold=0.08776500000000001 0.27608500000000008 -0.081029999999999977 -0.082384999999999986 -0.0023199999999999996 0.11835000000000002 0.096385000000000012 0.0051950000000000008 -0.053579999999999996 0.094385000000000011 -0.031409999999999993 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 -8 9 -6 -10 -12
right_child=-2 -3 3 4 5 -7 7 -9 10 -11 11 -13
leaf_value=0.0022296004561957786 -0.0021992883356123463 0.0016824212043213527 -0.0022662734652474752 -0.0018557245783000439 -0.00072185436871135622 -0.0015979138947355954 0.00019697276957947592 0.0038739914368655448 -0.0030996624917830197 0.00290090705148987 0.0011355110341889764 -0.0015623881074547205
leaf_weight=0.0010052902748468604 0.0010101833671629082 0.0018266144734801577 0.0015866021209886101 0.001828549487645415 0.0013023462528199883 0.0013379646279129973 0.0011951589554206055 0.0013530835729306245 0.0011575359245274714 0.0014929143834648273 0.0019495747775813803 0.0011809078879530532
leaf_count=109 160 387 657 852 345 184 96 36 266 155 219 444
internal_value=0 0.000106661 -8.03648e-05 -0.0002418 9.17871e-06 0.000320047 0.000586481 0.00214942 2.4206e-05 0.00121302 -0.000750753 0.000117786
internal_weight=0 0.0172165 0.0153899 0.0143846 0.012798 0.0109695 0.00963152 0.00254824 0.00708328 0.00279526 0.00428802 0.00313048
internal_count=3910 3750 3363 3254 2597 1745 1561 132 1429 500 929 663
is_linear=0
shrinkage=0.00792826


Tree=2240
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 3 484 3 11 1 151 0 133 4 4 3 2 3 0 16 15 0
split_gain=0.000410755 0.000380483 0.000401583 0.000274876 0.000284325 0.000345931 0.000245172 0.000322658 0.000351936 0.000557223 0.000285903 0.000307872 0.000203721 0.000281485 0.000194461 0.000395306 0.00018012 0.000156582 0.000241352 0.00016692 0.000149753
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.088055000000000008 0.30601500000000009 -0.0043499999999999988 0.092005000000000017 0.088315000000000018 1.0000000180025095e-35 -0.079634999999999997 -0.089879999999999974 0.086975000000000011 -1.0000000180025095e-35 0.061775000000000004 -0.115685 0.087005000000000013 -0.073984999999999981 -0.017269999999999997 0.050115000000000007 -0.075094999999999981 -0.084154999999999994
decision_type=2 2 2 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 -7 14 20 -14 -12 -16 -15 18 19 -8 -11
right_child=1 -3 3 -5 -6 6 17 -9 9 12 11 -13 13 16 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00093378104522223574 -0.00088507660075883043 -0.00089180448963465113 -0.00075863966221352823 0.00069989709890505461 0.00084941267725518175 -0.0008095519529182913 -0.00043306708359045349 -0.00063915445425177287 0.0013390337032067156 0.00090269040279792375 0.00082530183653042877 -0.00061289925399832181 -0.00055640560394857848 0.00065723540348341328 0.00072719573279532012 -0.00058229760570528396 -0.00015852233209385236 0.00017030877373660125 -0.00093346378355811264 0.00036041365014698965 0.00023043632542731757
leaf_weight=0.0011479677565684942 0.001057807024781531 0.001072644092609625 0.0013229823488638505 0.0016370375362143022 0.0010033995505610285 0.0010429280087673421 0.0016058649386545554 0.0011212469684931401 0.0013309419956274715 0.0014747579511866782 0.0011872180032801412 0.0011237324035943963 0.001351852461190628 0.0015229233162754596 0.0010644783159589133 0.0011424292691967902 0.0011248679051340353 0.0017314251686482143 0.0012983571231162117 0.0010468039468674029 0.0017110501178844162
leaf_count=592 66 112 530 149 147 281 58 111 157 85 37 382 105 74 131 256 157 51 40 36 353
internal_value=0 1.05068e-05 4.78728e-05 8.75954e-05 4.44037e-05 8.02511e-06 5.65999e-05 0.000159037 0.000222613 0.000420147 -7.99124e-05 8.85218e-05 0.000249944 1.76076e-05 0.000320749 4.93225e-05 0.000310675 -0.000217381 -0.000387275 -0.000119941 0.000541633
internal_weight=0 0.0269747 0.0259021 0.0248443 0.0232073 0.0222039 0.0208809 0.0151984 0.0140772 0.00851639 0.00556079 0.00451786 0.00718545 0.00399964 0.00339413 0.00220691 0.00264779 0.00568245 0.00395103 0.00265267 0.00318581
internal_count=3910 3318 3206 3140 2991 2844 2314 2129 2018 931 1087 806 774 336 424 387 231 185 134 94 438
is_linear=0
shrinkage=0.00154607


Tree=2241
num_leaves=15
num_cat=0
split_feature=453 4 1 15 12 3 47 51 4 0 3 2 1 12
split_gain=6.57944e-05 0.000122166 0.000115478 0.000103095 0.000105715 0.000132884 0.000109303 0.00014628 0.000151545 0.00015265 0.000199138 9.26697e-05 8.73305e-05 5.24968e-05
threshold=1.0000000180025095e-35 0.24280000000000004 0.11198000000000001 -0.10192499999999999 0.10595000000000002 0.13772500000000001 0.085165000000000018 0.08955500000000001 -0.23071499999999998 -0.077944999999999987 0.086245000000000016 0.08400500000000001 0.11797500000000001 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5 10 11 -10 -8 -13
right_child=-2 2 -4 4 -6 -7 12 -9 9 -11 -12 13 -14 -15
leaf_value=-0.0024685240107147864 -0.0018146762339591609 -4.9807762767527667e-05 0.0026774133292692911 -0.0020605357895337783 -0.0022699404320522289 0.0026601714337764052 0.0029864535243793889 -0.0028083971269789901 -0.0028182107060647798 0.0023801069581624716 0.0024996174929822232 0.00097041362231932373 -4.5902577479225323e-05 -0.0013548026639589308
leaf_weight=0.0010090035892126184 0.0010330663211404181 0.0016257346062657219 0.0017080541581568258 0.0015987219757528587 0.0010452958297798966 0.0010402575366476033 0.0010031981410952859 0.0012034763916517668 0.0011508189019668411 0.0016414944692749013 0.0010665643107055089 0.0010097826964190204 0.0010353852564675137 0.0010759460550046288
leaf_count=277 99 185 338 184 291 87 146 255 433 523 44 377 55 616
internal_value=0 8.84328e-05 0.00134747 -0.000213973 -3.72299e-05 0.000160124 -8.10067e-05 -0.000436979 -5.86381e-05 0.000479745 -0.00024518 -0.00114969 0.00144634 -0.000229075
internal_weight=0 0.0172137 0.00333379 0.0138799 0.0128709 0.0118256 0.0107854 0.0087468 0.00754333 0.00594461 0.00430311 0.00323655 0.00203858 0.00208573
internal_count=3910 3811 523 3288 3011 2720 2633 2432 2177 1993 1470 1426 201 993
is_linear=0
shrinkage=0.00732449


Tree=2242
num_leaves=15
num_cat=0
split_feature=11 3 457 16 2 160 133 40 2 0 43 13 3 3
split_gain=7.0837e-05 7.42072e-05 9.0206e-05 7.82853e-05 7.47138e-05 6.54498e-05 8.84776e-05 9.28079e-05 8.96319e-05 0.000120076 0.000100705 0.000127966 0.000106624 9.87078e-06
threshold=0.08776500000000001 -0.12008499999999998 -0.067474999999999993 -0.50388999999999984 0.10457000000000001 -0.082969999999999988 -0.0023199999999999996 -0.074429999999999982 0.11230000000000001 -0.23029999999999998 -0.074254999999999988 0.16421000000000002 0.086245000000000016 -0.081774999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 -7 -8 9 -9 11 13 -12 -11
right_child=-2 2 3 5 -6 6 7 8 -10 10 12 -13 -14 -15
leaf_value=0.00011350817950890901 -0.0020642960786754786 -0.0022988314391439025 0.0021248833760947675 -0.0015834533775288069 0.003000676348119556 -0.0016213240443692127 0.0025929253659496589 0.0028405879563450261 -0.0014971073887362185 0.002735235051072924 -0.002742742510587481 -0.0012566153947839635 0.00057551530246578405 0.0016227230924966299
leaf_weight=0.0012295086093260807 0.0010051513083459548 0.0010895354073817446 0.0010753629145515567 0.0016351561798430671 0.0010399105090005689 0.0015779882092170289 0.0010809399347085713 0.0011742529480760515 0.0017059382228611043 0.0010005669799314047 0.0012706031812322336 0.0010333302075925532 0.0011684162206698975 0.0010046440964002002
leaf_count=193 160 277 188 551 86 823 181 47 268 295 493 76 95 177
internal_value=0 0.000101437 -0.000103047 7.12338e-05 0.00143649 -0.000103319 0.00011637 0.000406883 0.000124154 0.000539946 4.67453e-05 0.00100987 -0.00115313 0.00217785
internal_weight=0 0.0170862 0.0148167 0.0137272 0.00226942 0.0126518 0.0110167 0.00943869 0.00835775 0.00665181 0.00547756 0.00303854 0.00243902 0.00200521
internal_count=3910 3750 3471 3194 279 3006 2455 1632 1451 1183 1136 548 588 472
is_linear=0
shrinkage=0.00792826


Tree=2243
num_leaves=14
num_cat=0
split_feature=1 42 151 49 12 150 151 2 52 3 1 4 0
split_gain=6.51397e-05 8.78354e-05 0.000137531 0.000223477 0.000105488 0.000101284 0.000140836 0.000128353 0.00010413 0.000101572 0.000144066 8.97949e-05 6.50762e-05
threshold=0.12730000000000002 0.091955000000000023 0.079335000000000017 -0.084114999999999981 -0.051479999999999991 0.083205000000000015 -1.0000000180025095e-35 0.11260500000000001 0.086950000000000013 -0.089974999999999986 0.079945000000000016 0.060350000000000008 -0.053834999999999994
decision_type=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 -3 -2
right_child=12 11 -4 4 5 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0031098117430633692 0.0020970862590226074 -0.0029870087198763441 0.0024158468722506759 -0.001831646815103785 -0.0021896933307783304 0.0019226551242399667 -0.0010218938119976729 0.0026438646195413979 -0.0015371759142778125 0.0027643982483493501 -9.8495027571850617e-05 -7.2899535381965264e-05 -0.00017771714149783028
leaf_weight=0.0011284186507059682 0.0012910279968048471 0.0010024819349059794 0.0010541373750313438 0.0011925285993113427 0.0011667550462791474 0.0016164388296066945 0.0014265643122485126 0.0010355861881297945 0.0015424722638446367 0.0015065685648220422 0.0018850375632809488 0.0010124677720403513 0.0011177714130615078
leaf_count=144 193 572 119 169 299 183 362 155 603 463 336 160 152
internal_value=0 -0.00017816 2.17184e-05 -0.000180175 0.000110528 0.000338055 3.89297e-05 0.000390495 2.36203e-05 0.000523288 0.00117322 -0.00152273 0.00104149
internal_weight=0 0.0155695 0.0135545 0.0125004 0.011372 0.0101794 0.00856298 0.00739623 0.00636064 0.00481817 0.00339161 0.00201495 0.0024088
internal_count=3910 3565 2833 2714 2570 2401 2218 1919 1764 1161 799 732 345
is_linear=0
shrinkage=0.00690203


Tree=2244
num_leaves=14
num_cat=0
split_feature=0 52 4 12 474 160 160 160 52 13 43 2 43
split_gain=6.63132e-05 0.000162778 0.000145866 0.000132602 0.000110346 0.000191873 0.000174542 0.000112225 0.000117563 0.00012562 0.000147859 7.57273e-05 8.90119e-05
threshold=-0.017269999999999997 -0.27466499999999994 -0.49837999999999999 0.08598500000000002 0.084655000000000022 -1.0000000180025095e-35 -0.14580499999999996 0.093550000000000008 0.091210000000000013 -0.070604999999999987 -0.072364999999999985 0.094010000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -3 8 9 10 -7 12 -11
right_child=2 4 3 -5 -6 7 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.0026632367468853251 -0.0011324890221398776 -7.2465894257865978e-05 0.0037043260594591034 0.00035129998332314937 0.0021284475266363711 0.003334774926565697 -0.0041017382916503668 -0.0016953063852515908 0.0028459706288478433 -0.0014738008318141286 0.00011133659879389665 -0.0022339180835590465 0.0010855217732361757
leaf_weight=0.0012970841485534521 0.0012761942903226796 0.0010996662636090886 0.0011056391889163065 0.0013517067866359866 0.001150028047592149 0.0011640613900728422 0.0011179721827478855 0.0013235134726819623 0.0010148096235914755 0.0012230141934724149 0.0019851178042870543 0.0010865554311424433 0.0016408904713909019
leaf_count=325 162 396 168 116 272 141 435 268 314 486 380 237 210
internal_value=0 -0.000239192 0.000837068 0.00185993 6.33944e-06 -0.000203043 -0.00210373 0.000243561 0.000559802 0.000233021 0.00130285 -0.00061981 -7.42238e-06
internal_weight=0 0.0141027 0.00373354 0.00245735 0.0128056 0.0116556 0.00221764 0.00943796 0.00811445 0.00709964 0.00314918 0.00395046 0.0028639
internal_count=3910 3464 446 284 3139 2867 831 2036 1768 1454 521 933 696
is_linear=0
shrinkage=0.00718087


Tree=2245
num_leaves=18
num_cat=0
split_feature=14 52 133 376 3 1 48 52 2 457 13 0 2 0 0 2 52
split_gain=0.000355921 0.000144648 0.000282571 0.00024975 0.000251451 0.000222346 0.00032615 0.000242918 0.000235652 0.000248715 0.000376781 0.000225337 0.000219351 0.000213183 0.000425155 0.000196945 0.000132247
threshold=0.077685000000000018 -0.40083499999999994 0.10681500000000001 0.048375000000000008 -0.15464999999999998 0.13860500000000003 0.12649500000000002 0.10218500000000001 0.089910000000000004 0.088175000000000017 -0.089899999999999994 -0.11524 0.085255000000000011 -0.10575999999999998 -0.084304999999999977 0.099990000000000009 -0.0013649999999999997
decision_type=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 15 -9 13 -6 -15 -10 -12
right_child=-2 2 -4 -5 5 -7 -8 11 9 -11 16 -13 -14 14 -16 -17 -18
leaf_value=-0.00044269323076631705 -0.00088595085778432159 0.00063738101441250593 -0.00069242374616379759 0.00067837404483533546 0.00046900391220293239 0.000690367077249611 -0.00087629821152410104 2.5263858320319179e-05 0.00011410626957061359 0.00096397439443366936 0.00012540428787591979 -0.00097738419192900977 -0.00059837785584857396 -0.0008708455887398355 0.00026986573258144157 0.0010026867775184275 -0.00049758106280942745
leaf_weight=0.0014457041544334503 0.0010567418942307163 0.00161449929977676 0.0011264079715223368 0.0016577330223434576 0.0018195544129553888 0.0010497710577286592 0.0010524774216758006 0.001082791323208987 0.0010425387287185117 0.0011042059811083582 0.0016528327730335191 0.0010605775247619761 0.0016860871654618172 0.0013129142438744216 0.0019277274997767622 0.0013926925522247391 0.0016058139933754437
leaf_count=389 126 119 503 169 60 139 59 54 52 81 195 447 504 374 323 100 216
internal_value=0 3.1153e-05 6.20265e-05 0.000102375 5.31667e-05 1.47307e-07 -4.31361e-05 1.27601e-05 8.92927e-05 0.000292446 0.000162217 -0.000470864 -0.00011542 4.55042e-05 -0.000192282 0.00062228 -0.000181594
internal_weight=0 0.0236343 0.0221886 0.0210622 0.0194045 0.01779 0.0167402 0.0156877 0.0135444 0.00679808 0.00569388 0.00214337 0.00674628 0.0050602 0.00324064 0.00243523 0.00325865
internal_count=3910 3784 3395 2892 2723 2604 2465 2406 1905 644 563 501 1261 757 697 152 411
is_linear=0
shrinkage=0.00154607


Tree=2246
num_leaves=15
num_cat=0
split_feature=50 15 158 48 151 1 12 15 12 2 1 1 42 3
split_gain=6.0663e-05 0.00014301 0.000111244 0.000121042 9.10049e-05 0.000199654 9.33315e-05 0.000104313 0.000284037 0.000222712 0.000165559 9.89441e-05 9.55737e-05 7.02515e-05
threshold=0.10625000000000001 -0.24219999999999997 0.08413000000000001 0.11930500000000001 -0.024429999999999997 0.088385000000000005 -0.036459999999999992 1.0000000180025095e-35 0.086865000000000012 0.106285 0.095575000000000007 0.083930000000000018 0.084685000000000024 -0.021064999999999997
decision_type=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 11 -8 -10 -12
right_child=-2 2 -4 -5 6 -7 7 8 12 -11 13 -13 -14 -15
leaf_value=0.0026245561638248076 -0.0016804022781558663 -0.00090763576942813574 -0.0024075069754981426 -0.0023354978365461181 -0.0019335800145864066 0.0032245020313383544 -8.0378742743929222e-05 -0.0037262699155256305 -0.00084547074382446369 0.0034393152670286198 0.00032450846560038202 -0.0029317044149978658 0.0021733704375432208 0.0030225275517955586
leaf_weight=0.0011199073972417714 0.0010985973253555019 0.0010758362406727258 0.0010332933945108999 0.0010340228742869865 0.0012238615826996391 0.0015046671713128471 0.0018607698731983695 0.0011790237691988448 0.0010912625616275873 0.0013268552588870247 0.0010647324134229752 0.0010058318846184466 0.0011613877647619064 0.0010078304316876174
leaf_count=282 418 248 350 104 136 239 413 345 450 215 113 170 395 32
internal_value=0 9.64985e-05 -8.5345e-05 7.97252e-05 0.000264689 0.00150177 -2.76045e-05 0.000212932 -0.000813558 0.000775104 5.9391e-05 -0.00108085 0.000710938 0.00163648
internal_weight=0 0.0166893 0.0155694 0.0145361 0.0135021 0.0025805 0.0109216 0.00969769 0.00343167 0.00626602 0.00493916 0.0028666 0.00225265 0.00207256
internal_count=3910 3492 3210 2860 2756 487 2269 2133 1190 943 728 583 845 145
is_linear=0
shrinkage=0.00732449


Tree=2247
num_leaves=14
num_cat=0
split_feature=14 124 48 0 4 484 3 2 12 2 3 1 4
split_gain=6.23106e-05 0.000108684 9.79818e-05 0.000206741 0.000303361 9.13019e-05 0.000105787 9.40605e-05 0.00015921 0.000246094 9.01956e-05 6.88242e-05 2.43459e-06
threshold=-0.13131999999999996 -0.061329999999999989 0.12738500000000003 -0.17106499999999999 0.0057500000000000008 0.084225000000000008 -0.074234999999999982 0.090695000000000012 0.097345000000000015 0.085155000000000022 0.097615000000000021 0.095575000000000007 0.00046500000000000008
decision_type=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 11 -8 -12
right_child=1 2 -4 5 -6 -7 10 -9 -10 -11 12 -13 -14
leaf_value=-0.0016183760849100069 0.0022912546617691299 -0.0011082976251508203 -0.0023754143274527305 -0.0023213476914582024 0.0041678579918330242 0.0018183113037790397 -0.0042129187777299217 -0.0013569248264071287 0.003235076302960333 0.0025109033959758412 -0.00068134266238442393 -0.0013173527172369772 -0.0001296391492120823
leaf_weight=0.0013987396521264487 0.0013366235916970259 0.0011559701846437483 0.0010740931639424143 0.0015623733942842291 0.0016812023926697783 0.0010688718988154664 0.0010317225136338686 0.0019461627828258506 0.0011618789946552591 0.0011501171854920219 0.0010057977908461968 0.0010321858674725189 0.0010052846961720874
leaf_count=172 263 71 113 804 102 368 379 622 128 559 87 163 79
internal_value=0 0.000125681 -6.89019e-05 0.0001106 0.00201815 -0.000383003 -0.00062078 6.51129e-05 0.000779427 -0.000272435 -0.00160048 -0.00276481 -0.000405561
internal_weight=0 0.0162123 0.0148757 0.0138016 0.00283717 0.0109644 0.00989552 0.00582053 0.00387437 0.00271249 0.00407499 0.00206391 0.00201108
internal_count=3910 3738 3475 3362 173 3189 2821 2113 1491 1363 708 542 166
is_linear=0
shrinkage=0.00792826


Tree=2248
num_leaves=13
num_cat=0
split_feature=1 52 0 52 47 1 1 48 3 16 4 51
split_gain=6.16082e-05 9.22314e-05 9.78164e-05 0.000164971 0.000133393 0.000113048 0.000224292 0.000114582 0.000129261 0.000106431 9.20859e-05 6.72489e-05
threshold=0.12730000000000002 0.11588000000000002 0.076335000000000014 -0.11271999999999999 0.09252500000000001 0.094385000000000011 0.11097000000000001 0.086125000000000021 0.084925000000000014 -0.083564999999999987 -0.49269499999999994 -0.025709999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 -5 -4 -2
right_child=11 -3 10 4 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0028045389922548235 -0.00013277853800778351 -0.0019493163492068379 -6.5477368806813983e-05 0.001075498472243748 -0.0020577856659338895 0.0043480642669247475 -0.0004310671215497428 -0.0023878252475206074 0.002797999295362283 -0.0017627101837141936 0.0033844793167048196 0.002617094962809245
leaf_weight=0.0014569963600509156 0.001188097721921702 0.0017438309914368294 0.0010082323412050065 0.0017516161922571738 0.0015634042201644474 0.0012678558580030141 0.0013013896588485799 0.0011567162932408816 0.0011572068489869025 0.0017051866107361527 0.0010156628170871007 0.0011392816471825539
leaf_count=528 92 564 99 591 199 218 132 173 60 918 83 253
internal_value=0 -0.000199991 2.79276e-05 -0.000263872 0.000109914 0.000516269 0.00192731 -0.000111955 0.000458598 -0.000324545 0.00166583 0.00121332
internal_weight=0 0.0151281 0.0133843 0.0113604 0.00990338 0.00833997 0.00256925 0.00577073 0.00461401 0.0034568 0.0020239 0.00232738
internal_count=3910 3565 3001 2819 2291 2092 350 1742 1569 1509 182 345
is_linear=0
shrinkage=0.00808683


Tree=2249
num_leaves=19
num_cat=0
split_feature=14 133 3 50 48 2 457 52 159 15 150 52 15 52 42 15 0 0
split_gain=0.000200148 0.000128079 0.000186425 0.000211735 0.000208439 0.000212245 0.000160056 0.000177598 0.000155301 0.000282754 0.000163915 0.000258257 0.000162819 0.000157033 0.000285523 0.000100138 5.82217e-05 4.50994e-05
threshold=0.064610000000000015 0.10681500000000001 0.16699000000000003 0.10625000000000001 0.11930500000000001 0.11542500000000001 -0.0015249999999999997 -0.40083499999999994 0.09141500000000001 -0.11739999999999999 0.090695000000000012 -0.07984999999999999 -0.029114999999999999 0.10218500000000001 -1.0000000180025095e-35 0.089935000000000015 -0.08317999999999999 -0.10209999999999998
decision_type=2 2 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 11 16 17 14 -14 -16 -11 -13
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 10 -12 12 13 -15 15 -17 -18 -19
leaf_value=-0.00054491763317367963 -0.00071862546940494392 -0.00050311598531500433 0.00059332863899284004 -0.00066400228393145692 -0.00061525029264861456 0.00069756507368744724 -0.00053933246956547191 -0.00060867075298198987 -0.00038692787457434585 0.00055873217805838611 -0.00029807892364947571 0.00031895921146145518 -0.00053464155437549265 -0.00052515509169163391 0.000225391836810975 0.00088593228213120997 0.0010705243376575822 0.00079358640987375981
leaf_weight=0.0011659443278743383 0.0010397512491985275 0.001198308569852753 0.0015630442762409802 0.001197316256228472 0.0011871459623765115 0.0014433762745756319 0.0011179150369068662 0.001047382029840292 0.0013361521054003475 0.0011630910009033102 0.0011526612530626526 0.001019816040248589 0.0010495578242618866 0.0010741909004196512 0.0016127778346392086 0.0010014392269596939 0.0012323035850862743 0.0011428522420124489
leaf_count=195 138 528 179 318 87 289 252 173 244 116 148 56 370 209 252 85 109 162
internal_value=0 1.82603e-05 4.87265e-05 3.79197e-06 4.88463e-05 9.64553e-05 3.90576e-05 8.78659e-05 0.000142506 0.000204041 0.000285507 0.000357869 0.000196749 2.64798e-05 0.000188215 0.000478428 0.000822022 0.000569774
internal_weight=0 0.0217053 0.020507 0.0189439 0.0177466 0.0165595 0.0151161 0.0139501 0.0128322 0.0114961 0.0104487 0.00929603 0.00690063 0.00473797 0.00366377 0.00261422 0.00239539 0.00216267
internal_count=3910 3772 3244 3065 2747 2660 2371 2176 1924 1680 1507 1359 1134 916 707 337 225 218
is_linear=0
shrinkage=0.0016407


Tree=2250
num_leaves=14
num_cat=0
split_feature=41 2 457 151 15 159 51 16 4 4 15 48 4
split_gain=5.6858e-05 8.96851e-05 6.26162e-05 8.38182e-05 9.05325e-05 8.88591e-05 0.000140744 0.000102611 0.000146014 0.000107231 0.000171658 0.000105919 9.01692e-05
threshold=0.078535000000000008 -1.0000000180025095e-35 -0.067474999999999993 0.056555000000000001 0.091600000000000015 -0.034019999999999988 0.077145000000000005 -0.089864999999999987 0.25367000000000006 -0.49837999999999999 -0.0063699999999999989 0.083775000000000002 -0.078704999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 -9 11 -11 -12
right_child=-2 2 3 -5 -6 6 -8 9 -10 10 12 -13 -14
leaf_value=0.0026795787066587187 -0.0021590852145387681 -0.002218891205814416 -0.0018316255009825338 -0.002364607096382935 -0.0021419769210120252 -0.0037687905382273474 0.0030506665416228386 -0.0018738790925487876 0.00089871991628577336 -0.0017687258515557982 0.0017874932065137185 0.0019023530442658005 0.0053224499313031448
leaf_weight=0.0011007264924312024 0.0010036432804774722 0.0010829185471512648 0.0012160404652093526 0.0011001248874127493 0.0011868999951890414 0.0011233664422334302 0.0019852079986035194 0.0010034678471562176 0.0011920332652721657 0.0015738038787909666 0.0016497594451313734 0.0011917172300072443 0.0010001279773302358
leaf_count=242 195 275 326 109 592 308 270 106 215 473 513 187 99
internal_value=0 0.000118523 -6.56614e-05 9.82875e-05 0.000304766 0.000548076 0.000818034 0.000310581 -0.00136582 0.000915289 0.00143212 -0.000186786 0.00312167
internal_weight=0 0.0164062 0.0153055 0.0142225 0.0131224 0.0119355 0.0107195 0.00873428 0.0023154 0.00641888 0.00541541 0.00276552 0.00264989
internal_count=3910 3715 3473 3198 3089 2497 2171 1901 523 1378 1272 660 612
is_linear=0
shrinkage=0.00928922


Tree=2251
num_leaves=13
num_cat=0
split_feature=1 123 13 42 3 2 0 133 0 0 2 51
split_gain=5.91089e-05 9.46722e-05 0.000118632 0.000119597 0.00011441 0.000115384 0.000124962 0.000107092 0.000102787 8.5022e-05 6.34626e-05 5.43303e-05
threshold=0.12730000000000002 1.0000000180025095e-35 0.17936000000000002 0.091955000000000023 -0.100615 0.113945 -0.23029999999999998 0.083815000000000014 -0.083424999999999985 -0.14293499999999998 0.088820000000000024 -0.025709999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 -6 8 9 -8 -1 -2
right_child=11 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.00025814770564091204 -1.2803573239881928e-05 0.0019401170855660355 -0.0029238578206134112 -0.0026000022012299734 0.0022966784642615189 -0.0023337404098997534 -0.0017344176829937627 0.0012689742207964382 -0.0030401741319230013 0.00094383592096463861 0.0029236725907465281 0.0024666038658387817
leaf_weight=0.0010951270637787154 0.0011882210047611599 0.0012444135346374877 0.0011100434207139626 0.0011953827699235997 0.0013726409323073811 0.0015482296119135874 0.0014444266848356894 0.0017819940368969302 0.0012522380380692137 0.0016729088915736334 0.0012518555821840055 0.0011253544900170142
leaf_count=126 92 231 166 646 101 169 91 633 562 639 201 253
internal_value=0 -0.000195683 -0.000389333 -0.000166307 8.84515e-05 -0.000323249 9.04427e-05 -0.00040185 -0.00108324 -0.000297141 0.00167991 0.00119321
internal_weight=0 0.0149693 0.0137248 0.0126148 0.0114194 0.00907244 0.00752421 0.00615157 0.00436957 0.00311734 0.00234698 0.00231358
internal_count=3910 3565 3334 3168 2522 2195 2026 1925 1292 730 327 345
is_linear=0
shrinkage=0.00808683


Tree=2252
num_leaves=19
num_cat=0
split_feature=14 124 12 43 13 52 2 2 157 49 52 16 12 3 48 16 43 13
split_gain=0.000292602 0.000138521 0.000263207 0.0001818 0.000194128 0.000349532 0.000334897 0.000169439 0.000169239 0.000138101 0.000175824 0.000287833 0.000212856 0.000216034 0.000140183 0.000202941 0.000109282 8.24035e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 -0.17307499999999998 -0.083514999999999992 0.10218500000000001 0.099990000000000009 0.11680500000000001 -0.081279999999999977 0.10447000000000002 -0.091329999999999981 -0.088734999999999994 1.0000000180025095e-35 0.082730000000000012 0.085845000000000019 -0.19424999999999998 -0.34918499999999997 -0.123625
decision_type=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 17 -8 -6 10 -10 14 13 -13 15 -12 -1 -5
right_child=-2 -3 -4 4 8 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00014734221533905053 -0.00083978713837851615 0.00055566651449441779 -0.00077266558237155481 -0.00025624058525639616 0.0004206861010584295 -0.00064215240696410348 0.0013193364272517762 0.00040658501018208651 0.00017222326937690977 0.00028150941255253742 -0.00022716317728354096 -1.1031342125270524e-05 -0.0013200259798088663 -0.00093649824405380225 -0.0005717810751377601 0.00065903306118815595 0.00085389512744791054 0.00027413084582608244
leaf_weight=0.0012332436672977398 0.0010389113240539252 0.0012408955140692226 0.0010755272491528604 0.0012973952254633492 0.0012944075528897305 0.0010174754868982616 0.001101745636800544 0.0010073415597083198 0.0019027014091927532 0.0013737495485015164 0.001717198245771899 0.0013577707507439855 0.0010272411195202964 0.0012566062462628924 0.0010462899027303615 0.0010949102606825608 0.0010474446870749566 0.0018229216302569047
leaf_count=128 135 40 173 84 199 213 78 136 324 188 184 145 879 59 99 175 57 614
internal_value=0 3.29956e-05 3.0712e-06 4.35755e-05 -9.74621e-06 0.000220437 0.000388269 0.000883388 -0.00012887 -0.000194879 -0.00026448 -0.000375269 -0.000699627 -0.000455859 -6.91351e-05 0.000117882 0.000471839 5.36079e-05
internal_weight=0 0.0229149 0.021674 0.0205984 0.0183178 0.00624688 0.0052294 0.00210909 0.0120709 0.0107765 0.00940272 0.00750002 0.00364162 0.00261438 0.0038584 0.00281211 0.00228069 0.00312032
internal_count=3910 3775 3735 3562 3377 1125 912 214 2252 2053 1865 1541 1083 204 458 359 185 698
is_linear=0
shrinkage=0.00160853


Tree=2253
num_leaves=13
num_cat=0
split_feature=11 0 12 0 1 42 51 151 16 47 48 3
split_gain=5.60966e-05 7.70477e-05 0.000109709 0.000108628 0.000124521 0.000180795 0.000139928 9.51146e-05 0.000131328 0.000136521 9.88262e-05 9.75949e-05
threshold=0.081005000000000008 -0.017269999999999997 0.082640000000000005 -0.053834999999999994 1.0000000180025095e-35 0.083725000000000008 -0.09021499999999999 -0.087049999999999988 -0.11180499999999999 0.08801500000000001 0.091555000000000011 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 -8 9 -9 11 -10
right_child=-2 2 -4 -5 6 -7 7 8 10 -11 -12 -13
leaf_value=-0.0035651314221900317 -0.0017165261127487512 0.0028568698016454173 -0.00023774789378980474 -0.0026651021001425426 0.0031535672775215126 0.00067247949928661089 0.0024744211843645558 0.0028392857229879156 -0.00085629848655985178 -0.0011080288840244843 0.00087856465003451067 -0.0041167463164998143
leaf_weight=0.0014318761405185138 0.0012632450629319189 0.0015942721883511358 0.0016504314668275817 0.0011254966125150744 0.0012675951310440886 0.0014189448127227651 0.0010550343516354532 0.0015194456074745103 0.0017386610373248748 0.001048026603869572 0.0011276422556481813 0.0010377722696905956
leaf_count=843 233 240 98 198 135 966 134 231 586 86 88 72
internal_value=0 0.000125047 0.00128278 -0.000169108 7.21319e-05 -0.00145594 0.000567488 0.000131952 -0.000249933 0.00122802 -0.00122189 -0.00207499
internal_weight=0 0.0160152 0.0032447 0.0127705 0.011645 0.00285082 0.00879418 0.00752658 0.00647155 0.00256747 0.00390408 0.00277643
internal_count=3910 3677 338 3339 3141 1809 1332 1197 1063 317 746 658
is_linear=0
shrinkage=0.00841354


Tree=2254
num_leaves=22
num_cat=0
split_feature=14 1374 1213 38 124 484 457 52 15 43 13 133 2 48 48 42 0 4 457 0 3
split_gain=0.000422107 0.000418334 0.000447703 0.00028822 0.000323063 0.000334151 0.000362751 0.000246894 0.000810243 0.000367504 0.000520283 0.000395235 0.000374212 0.00034586 0.00034576 0.000223342 0.000273984 0.0001603 0.000111743 9.43829e-05 8.91743e-05
threshold=0.077685000000000018 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.068264999999999978 0.11401500000000002 -0.03231499999999999 0.19761500000000001 -0.091849999999999987 0.090085000000000012 0.11165000000000001 0.016865000000000002 0.092065000000000022 0.098285000000000011 -0.10575999999999998 -0.026614999999999996 0.082870000000000013 -0.084304999999999977 -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
left_child=1 -1 -3 4 -4 -6 -7 9 -9 10 14 12 13 15 19 16 -12 20 -15 -8 -18
right_child=-2 2 3 -5 5 6 7 8 -10 -11 11 -13 -14 18 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00097191835160346976 -0.00092778605999124916 -0.00095068419504669064 0.00078071638819070884 -0.00070702384105939106 -0.00062267102060265282 -0.00067426164017609031 0.00083131303656598838 0.0004051946412225546 -0.0012994289377631211 -0.00064131759790235238 0.00072502467347407566 -0.00076959724378487815 -0.00055796471710402664 0.00053000840011085308 7.7376612468937585e-05 0.00082928118373989175 -0.00020911468308884546 -0.00046536360252319084 0.0012141883777288393 0.0014233844225968744 0.00041239333421490699
leaf_weight=0.0010222635587591169 0.0012290419264175114 0.0010521007731446657 0.0017854887626130708 0.0010541242000613312 0.0015501537693480968 0.0012838635762923148 0.0012752914716974151 0.0018749594940390552 0.0011004459119680855 0.0010308275592763863 0.0011806213796121071 0.001027891712990738 0.0012336488581089844 0.0011473804053956371 0.0010569285321022637 0.0011046519787474285 0.0010054626412452309 0.0019600250532509009 0.0012301271154311344 0.0014097537809641741 0.0013382723683005304
leaf_count=66 126 578 260 88 542 153 89 219 190 161 69 373 163 80 42 20 153 212 36 53 237
internal_value=0 1.74054e-05 5.67545e-05 9.97537e-05 0.000135796 8.29998e-05 0.000136992 0.000191879 -0.000225256 0.000269446 0.000332161 0.00016244 0.000256363 0.000368402 0.000841419 0.000182358 5.20556e-05 -0.000132555 0.000884004 0.00114217 0.000145766
internal_weight=0 0.0267243 0.025702 0.0246499 0.0235958 0.0218103 0.0202602 0.0189763 0.00297541 0.0160009 0.0149701 0.0112281 0.0102002 0.00896654 0.00374197 0.00658903 0.00548438 0.00430376 0.00237751 0.00268505 0.00234374
internal_count=3910 3784 3718 3140 3052 2792 2250 2097 409 1688 1527 1343 970 807 184 691 671 602 116 142 390
is_linear=0
shrinkage=0.00157699


Tree=2255
num_leaves=19
num_cat=0
split_feature=14 1374 457 124 12 43 43 42 51 47 1 2 48 0 132 4 13 12
split_gain=0.000489555 0.000144666 0.000245819 0.00019717 0.000275429 0.000175269 0.00050475 0.000214661 0.000203058 0.000280743 0.000334799 0.000294616 0.000233545 0.0001494 0.000209086 0.000170283 0.000103913 0.000203363
threshold=0.077685000000000018 -0.049459999999999997 0.088055000000000008 0.11158000000000001 0.11655500000000001 -0.074254999999999988 -0.0037249999999999996 0.098285000000000011 0.11463000000000002 0.09252500000000001 0.11198000000000001 0.10796500000000002 0.084500000000000006 -0.10575999999999998 0.080815000000000012 -0.084009999999999987 -0.09547499999999999 0.084575000000000025
decision_type=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 13 9 10 11 12 16 -3 15 -15 -8 -18
right_child=-2 2 -4 -5 -6 6 8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19
leaf_value=-0.0005003241638446733 -0.0010199873322360689 0.00059382289295346251 0.00066410533518126437 0.00063418708124364346 -0.00072159921098217689 -0.0010426216703355307 0.00066763453691097289 0.00080174436862522752 -0.00056937013687791398 -0.00052416067055810445 0.00082123728649256247 -0.00058961507329453541 -0.00044207953119343197 0.00015853183841042464 0.00053947162959749938 -0.00052544575397728602 0.00047451075284045023 -0.00033041989900987651
leaf_weight=0.0010588736519334665 0.0010109948100922852 0.0010844452145653428 0.0014023137463798482 0.0010980408393781718 0.0011406660062981055 0.0010855783055677961 0.0014874673877409133 0.0011730628217038117 0.0011545371423153936 0.0014076174386201895 0.0015309110908195284 0.001282232454588389 0.0010175008426615909 0.0014815865619655921 0.0010916620548472034 0.0017569907696655873 0.0019463411424518514 0.0010764671079052657
leaf_count=81 126 125 153 38 169 782 86 69 94 116 168 124 90 160 169 801 143 416
internal_value=0 3.63099e-05 6.18857e-05 2.13141e-05 -1.28167e-05 3.07054e-05 -7.62942e-05 0.000225428 1.99194e-05 8.97101e-05 0.000193307 5.21465e-05 0.000201011 0.000100572 -2.29558e-05 -0.000212539 0.000346089 0.000187863
internal_weight=0 0.0232763 0.0222174 0.0208151 0.0197171 0.0185764 0.0119887 0.00658775 0.0109031 0.00974854 0.00834092 0.00681001 0.00552778 0.00541468 0.00433024 0.00323858 0.00451028 0.00302281
internal_count=3910 3784 3703 3550 3512 3343 2019 1324 1237 1143 1027 859 735 1255 1130 961 645 559
is_linear=0
shrinkage=0.00148603


Tree=2256
num_leaves=19
num_cat=0
split_feature=1213 14 150 160 124 4 13 157 3 42 3 13 0 4 0 2 2 0
split_gain=0.000369637 0.000260455 0.000168352 0.000226778 0.000243046 0.000281448 0.000252449 0.000187173 0.000188294 0.00018387 0.000223336 0.000189127 0.000222796 0.000299085 0.000194018 0.00015239 0.000238842 0.000182263
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.20684999999999998 -0.217635 0.10385500000000002 -0.49837999999999999 -0.083514999999999992 -0.073574999999999988 0.11476000000000001 -1.0000000180025095e-35 -0.088024999999999978 -0.062819999999999987 -0.060094999999999989 0.0057500000000000008 -0.17106499999999999 0.12068000000000001 0.097940000000000013 -0.089879999999999974
decision_type=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 15 -8 9 10 -9 -11 13 -13 -15 16 17 -7
right_child=1 -3 3 4 -6 6 7 8 -10 11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00091819579524052026 0.00065959907616587566 -0.00071650093818901618 -0.0006533131184047092 -0.00063896906358188029 0.00075247986483133438 -0.00015989375905703943 0.00051947275874138568 4.6781330153806507e-05 -0.0005722628844118836 -0.00038369524528863899 -0.00091723405018555423 -0.0005114487280805511 0.00072101074838668488 0.00086497660583387086 -9.2510567204825417e-07 -0.00011248164270458791 0.00094378995163719461 0.00060511562785995265
leaf_weight=0.0010011905145223812 0.0010163266802045703 0.0010473353182156577 0.001065849344135522 0.0013663238109329302 0.0011133436929409843 0.001482024216431288 0.0011931047751259074 0.0011760951527286199 0.0017250146960874355 0.00148158118546918 0.0010407162411336301 0.0014439276254312417 0.0015137202843444079 0.0010160098640030236 0.0014330576708691325 0.0013426663498318538 0.0015779590572660984 0.001383444108453002
leaf_count=592 42 119 366 158 44 234 213 235 82 400 391 198 150 47 83 139 116 301
internal_value=0 2.22799e-05 5.68669e-05 2.81814e-05 6.39827e-05 2.40083e-05 7.48717e-05 -5.03193e-05 -0.000113091 -2.60979e-05 -0.000405791 9.60959e-05 0.000227571 3.57062e-05 0.000358299 0.000335013 0.000470231 0.000209452
internal_weight=0 0.0234185 0.0223712 0.0213548 0.020289 0.0191756 0.0178093 0.0120232 0.0108301 0.00910511 0.00221681 0.0068883 0.00540672 0.003893 0.00244907 0.00578609 0.00444343 0.00286547
internal_count=3910 3318 3199 3157 2791 2747 2589 1799 1586 1504 626 878 478 328 130 790 651 535
is_linear=0
shrinkage=0.00151575


Tree=2257
num_leaves=18
num_cat=0
split_feature=14 133 0 52 50 48 1 2 2 2 42 4 160 151 0 3 1
split_gain=0.000276951 0.00015195 0.000196321 0.000196782 0.000206506 0.000229607 0.000287876 0.000209175 0.000178592 0.000240123 0.000161505 0.000160601 0.000157987 0.000140691 0.000185435 0.000229313 0.000256608
threshold=0.073890000000000011 0.10681500000000001 0.18055000000000002 -0.40083499999999994 0.10625000000000001 0.12738500000000003 0.10752500000000002 0.11260500000000001 0.10679500000000001 0.099015000000000006 -1.0000000180025095e-35 0.11205000000000001 0.090735000000000024 -0.081709999999999991 -0.072864999999999985 -0.078884999999999997 0.089175000000000018
decision_type=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 11 9 10 -5 -8 13 -12 15 -15 -17
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 12 -13 -14 14 -16 16 -18
leaf_value=-0.00061384311540527354 -0.00081860039858802029 -0.00051200534133779456 0.00075289584452192609 -0.00051597190174550015 -0.00054755447118188529 -0.00061555351939117787 0.00066527914653839943 0.00091781883244972291 -0.00052763936842680046 0.00075488881705729498 0.0006988122931301787 -6.0985102971849763e-05 -0.00043377972286550223 -0.00068979692188687652 0.00056631038144970146 0.00051467665761659111 -0.00046205814950487625
leaf_weight=0.0011647789494550987 0.0010384690749783978 0.0012612076422272639 0.0010152563527667099 0.0013310424917157169 0.0013194797380180019 0.0010581093576038638 0.0013302100066050768 0.0018032926964559014 0.0013614585585064809 0.0012450154549506773 0.001149442518754035 0.00193200777894296 0.0012624462575472478 0.0011906111409238007 0.0014995897114746864 0.0018440278856399744 0.0011178044831339218
leaf_count=359 135 528 41 553 301 63 92 267 188 144 164 137 135 476 102 120 105
internal_value=0 3.07151e-05 6.23681e-05 2.83514e-05 6.68205e-05 0.000111546 0.000156625 0.000478181 2.09034e-05 9.10932e-05 3.12734e-06 0.000235158 8.88106e-05 0.00018581 8.14823e-05 -9.36057e-05 0.000146054
internal_weight=0 0.0228858 0.0216246 0.0206093 0.0194445 0.0181251 0.0170669 0.00506551 0.0120014 0.01064 0.00939496 0.00326222 0.00806392 0.00680148 0.00565203 0.00415244 0.00296183
internal_count=3910 3775 3247 3206 2847 2546 2483 496 1987 1799 1655 229 1102 967 803 701 225
is_linear=0
shrinkage=0.00160853


Tree=2258
num_leaves=13
num_cat=0
split_feature=453 4 1 12 15 156 47 3 43 4 4 2
split_gain=6.10753e-05 0.000123401 0.000118442 8.02558e-05 9.11597e-05 0.000108423 9.6352e-05 0.00012995 0.000114964 0.000127417 7.91337e-05 7.28303e-05
threshold=1.0000000180025095e-35 0.24280000000000004 0.11198000000000001 0.10595000000000002 -0.095799999999999982 0.084330000000000016 0.085165000000000018 0.11476000000000001 -0.083899999999999988 -0.083534999999999984 -0.0021099999999999995 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 11 -10 -11 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0022525816700566452 -0.0022964922525619603 -9.6030097348815356e-05 0.0036287063515615626 -0.0028882887254332418 0.0029321708550999422 -0.0024012339253750852 0.0026612746552211828 0.0029004677723912424 -0.0039273898138565714 0.0011434451545345062 -0.002152315074380236 -0.0004286993079203729
leaf_weight=0.0015566935867132549 0.0010321030270192258 0.0015392036632081371 0.001654541958722589 0.0010184791737868184 0.0012060464466003276 0.0012724557312145729 0.0017362520018534555 0.0013263126584857066 0.0012849955183826746 0.0016103581323037189 0.0011784251409075264 0.0012029089310004459
leaf_count=329 99 185 338 314 309 422 167 63 384 874 247 179
internal_value=0 0.000126541 0.0018336 -0.000280532 -6.5901e-05 0.000248766 0.00060203 0.00014418 -0.000419733 -0.00140942 -0.000249208 0.00125392
internal_weight=0 0.0165867 0.00319375 0.0133929 0.0123744 0.0108178 0.0095453 0.00780905 0.00648273 0.00407378 0.00278878 0.00240896
internal_count=3910 3811 523 3288 2974 2645 2223 2056 1993 1505 1121 488
is_linear=0
shrinkage=0.00966451


Tree=2259
num_leaves=15
num_cat=0
split_feature=124 133 50 48 4 15 48 160 0 3 3 3 52 1
split_gain=6.76966e-05 0.000163552 0.000135523 0.000116556 0.000163748 0.00010355 0.000103503 0.000103405 7.13744e-05 0.000135709 0.000134299 0.00012421 5.05383e-05 4.91148e-05
threshold=0.0040150000000000003 0.099765000000000006 0.10119500000000002 0.11930500000000001 0.28937500000000005 -0.11739999999999999 0.09227500000000001 0.087260000000000018 -0.21145499999999998 -0.015794999999999997 -0.075954999999999981 -0.089604999999999976 0.0033900000000000002 0.088785000000000017
decision_type=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 10 11 12 -10 -11
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 13 -12 -13 -14 -15
leaf_value=-0.0022663076316961654 0.0020283409269359065 -0.0030548481097608408 -0.0027797268360735005 -0.0023329049813754638 0.0030892474356021627 0.0023270293234588292 0.0027572819232123333 -0.0022105846507188866 0.00024279493380211621 -0.00010347620888790247 0.0033147001884676858 -0.0016647015356087752 0.0025631993304230539 -0.0024388208856179088
leaf_weight=0.0010323274667307794 0.001002880497499868 0.0011663784547552456 0.0010079674036178191 0.0010298473524796856 0.0014172397598197781 0.0011406848167927501 0.0011069233641690527 0.0010809732929887373 0.0013508633667947338 0.0010365287938082727 0.0011638871039199722 0.0014790468887371645 0.0011250598995505914 0.0013638391335583644
leaf_count=198 94 592 372 102 316 48 125 260 254 87 226 896 186 154
internal_value=0 -0.000135616 8.64177e-05 0.00028806 0.000491047 0.000181095 0.000414002 0.000147719 0.000442094 0.000156144 0.000900103 0.000189525 0.00129719 -0.00143037
internal_weight=0 0.0165016 0.0153352 0.0143272 0.0132974 0.0118801 0.0108478 0.00974088 0.00865991 0.00751923 0.00511886 0.00395497 0.00247592 0.00240037
internal_count=3910 3816 3224 2852 2750 2434 2236 2111 1851 1803 1562 1336 440 241
is_linear=0
shrinkage=0.00808683


Tree=2260
num_leaves=13
num_cat=0
split_feature=1374 150 484 1 52 0 4 13 12 12 0 3
split_gain=5.86677e-05 0.000154147 0.000114198 7.96201e-05 0.000106935 0.000122902 0.000137014 0.000145714 0.00013272 8.93913e-05 0.000170909 0.000132007
threshold=-0.049459999999999997 0.094545000000000018 -1.0000000180025095e-35 0.12864500000000004 0.11588000000000002 -0.077944999999999987 -0.49837999999999999 -0.074599999999999986 0.088590000000000016 0.085185000000000025 -0.12329499999999999 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -7 -8 9 10 11 -4
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0019876837936816287 -0.0028045757123260746 0.0029812798546407773 0.0029244656660602688 0.0017013218088215826 -0.0023201010661230283 -0.0013392235258431306 0.0048043069034377868 0.00086759123632426432 -0.0026490729521594235 0.0019528724592993744 -0.0029563959370043653 -0.0010146340232855024
leaf_weight=0.0010014105229059203 0.0010458339804380887 0.0012246119040435826 0.0011004190641236218 0.0018548450543766958 0.0014433235230176611 0.0010398610485501947 0.0010102732842194317 0.0019506251478863717 0.001647512859844066 0.0013513588784485678 0.0013594998231022466 0.0013302026400152656
leaf_count=83 601 256 126 270 444 133 124 517 551 421 301 83
internal_value=0 0.000110165 -0.000122163 7.6969e-05 -0.000169324 0.000118381 0.00128811 0.00221082 -0.000570939 9.49689e-05 -0.000567462 0.000768721
internal_weight=0 0.0163584 0.0151338 0.0140879 0.0122331 0.0107898 0.00400076 0.0029609 0.00678899 0.00514148 0.00379012 0.00243062
internal_count=3910 3827 3571 2970 2700 2256 774 641 1482 931 510 209
is_linear=0
shrinkage=0.00841354


Tree=2261
num_leaves=12
num_cat=0
split_feature=52 52 2 39 13 13 52 13 3 2 12
split_gain=6.57777e-05 8.7086e-05 0.000125991 0.000101278 0.000133689 0.000293631 0.000154583 0.000121515 0.000123149 0.000112011 8.01422e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.091985000000000011 0.085060000000000011 -0.094679999999999986 -0.0038299999999999996 -0.0066199999999999991 0.16421000000000002 0.090325000000000003 0.085155000000000022 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 -6 -7 8 9 -8 -3
right_child=1 3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0014926841450665529 1.1127655621681885e-05 0.0023716216588416279 0.0032700749578825229 0.0018732039280960405 -0.0039191255134500211 -0.0022971428748140631 0.00043659360736805232 -0.0018594173757888305 -0.00054663254083137287 0.0037720250987474794 -0.00019699189064771174
leaf_weight=0.0016336738982683377 0.0017501353812567422 0.0014257355277273237 0.0012137503901828023 0.001354695809685968 0.0015599489519514476 0.0015917357368003537 0.0011551178698305234 0.0010710723759406876 0.0016694212212481352 0.0012849720305215875 0.0015122959843732603
leaf_count=425 347 252 199 279 1504 131 163 112 131 256 111
internal_value=0 0.000146681 0.00134571 -0.000134806 -0.00037617 -0.000878866 -0.000178567 0.000472366 0.00108011 0.00219306 0.00104948
internal_weight=0 0.0155889 0.00296389 0.012625 0.0112703 0.00833227 0.00677232 0.00518058 0.00410951 0.00244009 0.00293803
internal_count=3910 3485 546 2939 2660 2297 793 662 550 419 363
is_linear=0
shrinkage=0.00777281


Tree=2262
num_leaves=14
num_cat=0
split_feature=453 4 1 42 43 160 0 4 0 16 52 15 0
split_gain=5.49575e-05 0.000111569 0.000115536 6.96422e-05 0.00014426 9.87459e-05 8.19512e-05 7.88471e-05 0.000213275 0.000272049 0.000131678 0.000130071 0.000244501
threshold=1.0000000180025095e-35 0.24280000000000004 0.11198000000000001 -0.09602999999999999 -0.083899999999999988 -0.082384999999999986 -0.07773999999999999 -0.0017649999999999999 -0.10071499999999999 -0.094359999999999986 -0.088354999999999989 0.079360000000000014 0.024745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -5 10 9 -9 -7 12 -12
right_child=-2 2 -4 4 5 7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0019778773877993181 -0.0017710703509183419 -0.00012108821006725399 0.0028847380819108622 -6.0858049941930954e-05 -0.002796143435612109 -0.0016960602607768054 0.0026769180050009375 -0.0029435261704459097 -0.0041224130376001696 0.00222289083587937 0.0049917317155312845 -0.00095170840448394558 -0.00018976355206042918
leaf_weight=0.0012243941173241809 0.0010052746174363794 0.0014982359254021582 0.0015951215932055356 0.0011300384702928462 0.0010072976768937423 0.0012310186778013584 0.0015899980954319519 0.0010407870343613276 0.0010000563426315117 0.0015079545427528207 0.0010850690347189366 0.0010581960787077946 0.0011161968948474044
leaf_count=272 99 185 338 454 462 355 196 92 331 78 171 820 57
internal_value=0 0.000102257 0.0014289 -0.000213637 -3.00556e-05 -0.000501977 0.00153951 -0.000214525 -0.00108043 0.000113167 0.00046979 0.00128778 0.00236435
internal_weight=0 0.0160844 0.00309336 0.012991 0.0117666 0.00904658 0.00272004 0.00803928 0.0035488 0.00254874 0.00449048 0.00325946 0.00220127
internal_count=3910 3811 523 3288 3016 2366 650 1904 501 170 1403 1048 228
is_linear=0
shrinkage=0.00777281


Tree=2263
num_leaves=20
num_cat=0
split_feature=14 157 0 14 15 158 48 49 133 3 457 4 42 43 12 12 15 15 0
split_gain=0.000223558 0.000133872 0.000216227 0.000161091 0.000206067 0.000193872 0.000240687 0.000246828 0.000168205 0.000270382 0.000178736 0.000190818 0.000190105 0.000273267 0.000345301 0.000204619 0.000170413 0.000132599 0.000103012
threshold=0.073890000000000011 -0.073574999999999988 -0.13027499999999997 -0.13131999999999996 -0.15202999999999997 0.084965000000000027 0.12649500000000002 0.082865000000000008 0.10681500000000001 0.12046500000000002 -0.066264999999999991 0.24280000000000004 -0.090359999999999982 -0.074254999999999988 0.088375000000000023 0.085250000000000006 -0.053579999999999996 -0.091704999999999995 -0.069794999999999982
decision_type=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 -6 12 -12 16 15 17 -14 -15 -18
right_child=-2 3 -4 4 5 -7 -8 -9 -10 -11 11 -13 13 14 -16 -17 18 -19 -20
leaf_value=0.00091880811726594903 -0.0007809366929655997 -0.00052964578462344209 -0.00014594153190401293 0.00071715625492357589 -0.00067058185992945898 -0.00072740100788796765 -0.00072832421827840872 0.00078163281990560596 -0.0006387699703471495 0.00080353986916051139 -0.00058377356770158626 0.00070414423580661357 0.00097409354968082775 0.00019558844714712758 -0.0010364962849533207 0.00069344731903751399 -0.00019375315411381244 -0.00052242244671091612 0.00051522438316415286
leaf_weight=0.0011379027753264381 0.0010168309935209693 0.0016038956321626973 0.0010067620412426001 0.001125612471598903 0.0010574803001503841 0.0010259092077572326 0.0011166085457151578 0.0012747283232296966 0.0010288576463039567 0.0012525264636036046 0.0014517603001197319 0.0011206769099718567 0.0011129956236593519 0.0013820003131543883 0.0010390719448605534 0.0010196169087687557 0.0010992854574868316 0.0015045420772428703 0.0012010451898731324
leaf_count=39 135 123 451 271 131 301 87 346 381 86 207 94 148 53 437 206 155 190 69
internal_value=0 2.12432e-05 0.000418987 -2.05378e-05 2.28667e-05 -2.13181e-05 2.21588e-05 7.6068e-05 1.30398e-05 6.3687e-05 -1.3611e-05 4.99453e-05 -2.47868e-05 7.23011e-05 -0.000179091 4.89861e-05 0.000436518 -0.000178658 0.000176417
internal_weight=0 0.0225613 0.00214466 0.0204166 0.0188127 0.0176871 0.0166612 0.0155446 0.0142699 0.013241 0.0119885 0.010931 0.00981032 0.00835856 0.00494523 0.00390616 0.00341333 0.00288654 0.00230033
internal_count=3910 3775 490 3285 3162 2891 2590 2503 2157 1776 1690 1559 1465 1258 886 449 372 243 224
is_linear=0
shrinkage=0.00167351


Tree=2264
num_leaves=20
num_cat=0
split_feature=14 1213 403 1 0 4 50 157 158 48 159 52 0 13 42 15 12 3 16
split_gain=0.000434301 0.000432042 0.000251147 0.000353398 0.000236803 0.000241045 0.000246812 0.000231389 0.000276627 0.000353799 0.000262563 0.000417485 0.000592937 0.000444387 0.00025848 0.000258729 0.000177436 0.000114951 0.000114904
threshold=0.077685000000000018 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.18055000000000002 -0.48072499999999996 0.11812000000000002 -0.077534999999999979 0.085745000000000002 0.11930500000000001 -0.093249999999999986 0.10701500000000001 -0.017269999999999997 -0.083514999999999992 -1.0000000180025095e-35 -0.076594999999999983 0.092475000000000016 0.086245000000000016 -0.14879499999999998
decision_type=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 10 -9 12 13 18 -15 17 -17 -16 -12
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 15 16 -18 -19 -20
leaf_value=-0.00096048554012096441 -0.0010019378076324983 -0.00074683074563765294 -7.6279321073602566e-05 0.0011824300924566905 0.00074027821060759238 0.00061355432167922047 -0.0006946562413963108 0.00080351780003521593 -0.00075325783824782479 -0.00072582781091064925 0.00079044626448061394 -0.00083191660288784081 0.0010797759673832109 -0.0007734846033411242 -1.1223960896364275e-05 1.7074818262082443e-05 0.00081576109158011873 -0.00060184647196444339 0.00018864798191221946
leaf_weight=0.0010173832592865117 0.0010227529469124799 0.001029943026797985 0.0010316633319344118 0.001103442890733497 0.0010343447854110335 0.0016591179856781926 0.0010891446351762269 0.0012572166239039418 0.0010675469057342636 0.0012599637286493928 0.0016846924357012318 0.0011360847943180799 0.0014392424197341791 0.0014172101889631354 0.0013904739904479473 0.0019632523236551291 0.0010053611886277763 0.0018169332736999166 0.0013792767022197186
leaf_count=578 126 183 177 77 35 307 205 171 269 82 111 187 93 432 165 213 125 56 318
internal_value=0 2.61247e-05 6.83618e-05 0.000574233 1.84265e-05 -1.78263e-05 2.0549e-05 6.27089e-05 8.36488e-06 5.99892e-05 0.00012832 6.41701e-05 0.00014833 2.25389e-05 -0.000178008 -4.1364e-05 0.000287561 -0.0003458 0.000519541
internal_weight=0 0.0247823 0.0237649 0.00213511 0.0216298 0.0205955 0.0195655 0.0184764 0.0168173 0.0157497 0.0144897 0.0132325 0.0120964 0.0106572 0.00759323 0.00617602 0.00296861 0.00320741 0.00306397
internal_count=3910 3784 3206 254 2952 2917 2734 2529 2222 1953 1871 1700 1513 1420 991 559 338 221 429
is_linear=0
shrinkage=0.00154607


Tree=2265
num_leaves=14
num_cat=0
split_feature=11 160 52 13 1 157 3 1 15 1 133 3 3
split_gain=5.54072e-05 7.08871e-05 8.51476e-05 0.000128083 0.000163956 0.000110122 0.000178999 0.00010788 0.000110069 9.61863e-05 7.60012e-05 7.22512e-05 4.36736e-05
threshold=0.08184000000000001 -0.217635 0.10433000000000002 -0.083514999999999992 0.08844500000000001 -0.077044999999999988 0.11265500000000002 0.10386500000000001 0.085120000000000015 0.077800000000000022 0.083815000000000014 0.092005000000000017 -0.036619999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -5 7 8 9 -7 -3 -4 -9
right_child=-2 2 11 5 -6 6 -8 12 -10 -11 -12 -13 -14
leaf_value=-0.001908709635131617 -0.0016692346491419033 -0.0015719811241608039 0.0032582839551918816 0.0016922356597163079 0.003288376189961183 -0.0032958991877881775 -0.0035187943952975213 3.7699227156934409e-05 0.0010747222831294059 -0.00055895394011359532 0.0012882791890804076 0.00027200240388205717 0.0023375515266161849
leaf_weight=0.0010203538558720389 0.0011769771830986283 0.0011178687136594902 0.001013402033047491 0.001244845380882177 0.001487506938863817 0.001429214797916965 0.0013117238061441938 0.0010418919040296182 0.0011779455707114639 0.0018542848321924654 0.0012225603003992516 0.0010236901287580258 0.0010341729048168012
leaf_count=416 224 335 286 218 279 604 97 125 570 250 290 45 171
internal_value=0 0.000113183 0.000251095 1.3602e-05 0.00123022 -0.000498505 -0.000845945 -0.000309649 -0.00100439 -0.00175027 -7.78787e-05 0.0017576 0.00118335
internal_weight=0 0.0159795 0.0149591 0.012922 0.00382794 0.00909408 0.00784923 0.00653751 0.00446145 0.0032835 0.00234043 0.00203709 0.00207606
internal_count=3910 3686 3270 2939 904 2035 1817 1720 1424 854 625 331 296
is_linear=0
shrinkage=0.00792826


Tree=2266
num_leaves=17
num_cat=0
split_feature=14 52 133 376 3 160 157 52 13 52 13 2 151 13 43 3
split_gain=0.000164104 0.000130255 0.000202549 0.000199441 0.00018775 0.000157236 0.000190026 0.000194556 0.000216568 0.000225037 0.000207235 0.000229048 0.000216684 0.000285097 0.000141071 0.000130108
threshold=0.064610000000000015 -0.40083499999999994 0.10681500000000001 0.048375000000000008 -0.15464999999999998 -0.11175999999999998 -0.08107499999999998 0.13266500000000003 -0.083514999999999992 -0.091329999999999981 -1.0000000180025095e-35 0.11230000000000001 -0.0088999999999999982 0.0024700000000000004 -0.049504999999999987 0.097615000000000021
decision_type=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 -12 -14 -8 -16
right_child=-2 2 -4 -5 5 6 7 -9 9 10 11 -13 13 -15 15 -17
leaf_value=-0.00049246213295670168 -0.00066716145156064488 0.00062605515444911087 -0.00066817970169276767 0.0006752790872675662 -0.00058406107255001794 0.00067183166912953391 0.00068228165060288902 0.00067525925280164582 0.00038102501750436309 -0.0010444168204932023 -0.00070833568767930634 -0.00088356919976899655 0.0005455022420744653 -0.00046506874009613023 -0.00025494954344396352 0.00039652010048138355
leaf_weight=0.001315497922674636 0.0010262829966152234 0.0014100024889486624 0.0010403325382435718 0.0015028677080044196 0.0012369554443576935 0.0012127230580319748 0.0012782319874379833 0.0010447269926481826 0.0013431359869945829 0.0010705621713534052 0.0010919808991727009 0.0012153058651998856 0.0020081695490619007 0.0012802918316898206 0.0019474431221506274 0.0015355291688504552
leaf_count=389 138 116 501 169 401 216 192 122 164 608 64 109 92 153 342 134
internal_value=0 1.77982e-05 5.09982e-05 9.0011e-05 4.0247e-05 -1.05361e-05 3.66704e-05 -1.90845e-05 -7.58866e-05 -0.000243912 -0.000369826 -0.000240765 -6.24256e-05 0.000152058 0.000206772 3.22622e-05
internal_weight=0 0.0215338 0.0202183 0.0191779 0.0176751 0.0162651 0.0150281 0.0138154 0.0127707 0.00800945 0.00666631 0.00559575 0.00438044 0.00328846 0.0047612 0.00348297
internal_count=3910 3772 3383 2882 2713 2597 2196 1980 1858 1190 1026 418 309 245 668 476
is_linear=0
shrinkage=0.00167351


Tree=2267
num_leaves=19
num_cat=0
split_feature=14 403 403 0 16 157 123 160 42 48 3 4 47 3 3 16 4 16
split_gain=0.000390855 0.000182983 0.000240678 0.000231588 0.000279902 0.000261559 0.000241886 0.000365058 0.000208637 0.000172501 0.000188414 0.000226775 0.000285757 0.000260043 0.000152321 0.000178296 0.000101829 4.35085e-05
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 0.18055000000000002 0.061570000000000007 -0.055684999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 0.091230000000000019 0.11930500000000001 -0.10315499999999998 0.0021050000000000005 0.088495000000000004 0.092005000000000017 0.0066850000000000008 0.41147000000000006 -0.078094999999999984 -0.27337499999999998
decision_type=2 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 14 10 17 16 13 -13 -6 -16 -12 -9
right_child=-2 -3 -4 -5 8 6 -8 9 -10 -11 11 12 -14 -15 15 -17 -18 -19
leaf_value=0.00084741814255961641 -0.001044364480244816 -0.00060241407288331745 0.00085711156594753344 0.00081840639288299863 -0.00094704036233152255 -0.00074820615906935324 0.00080106730178375535 0.00086804323866577723 0.00025501702039358327 -0.00055433166818759404 4.315816797375737e-05 0.00013382835561324665 -0.00030173265666036853 0.0011686354576405562 -0.00061131006970471043 0.00028618097850222421 -0.00064549152820849451 0.00037198964326347518
leaf_weight=0.0012555633672524458 0.0010509613937978715 0.0013011793922847311 0.0010419500092306985 0.0010001385820566774 0.0015800290559967517 0.0017933423154722532 0.0010929960492490317 0.0010187095315065398 0.0013013177552885676 0.0010944442836442478 0.0010430317928355462 0.0016133191295234911 0.001660847777950808 0.0012603958228971576 0.0017650745479476093 0.0010163467264208137 0.0015634837289106845 0.0010423554093490486
leaf_count=327 126 337 123 35 364 553 227 65 186 52 514 156 81 106 105 48 428 77
internal_value=0 1.96942e-05 5.62503e-05 1.67051e-05 -2.31835e-05 0.000102963 3.20594e-05 -3.74631e-05 -0.000344821 8.6326e-05 0.000162522 3.13004e-05 0.000261926 0.000587689 -0.000523794 -0.000283362 -0.000369919 0.000617171
internal_weight=0 0.0234445 0.0221433 0.0211014 0.0201013 0.0144385 0.0131829 0.0120899 0.00566277 0.0102966 0.00920214 0.00714108 0.00453456 0.00287371 0.00436145 0.00278142 0.00260652 0.00206106
internal_count=3910 3784 3447 3324 3289 2586 2259 2032 703 1479 1427 1285 343 262 517 153 942 142
is_linear=0
shrinkage=0.00170698


Tree=2268
num_leaves=14
num_cat=0
split_feature=483 148 1375 11 48 43 16 42 16 0 15 1 15
split_gain=5.172e-05 7.45264e-05 0.000151047 9.40918e-05 0.000110083 0.000100067 8.71589e-05 0.000226858 0.000115283 0.000132701 9.30506e-05 8.11767e-05 8.05022e-05
threshold=0.085195000000000007 -0.057864999999999993 -0.072014999999999982 0.079700000000000007 0.016865000000000002 -0.044024999999999988 0.41476000000000007 0.091590000000000019 0.18126 -0.07773999999999999 0.085285000000000014 0.094890000000000016 -0.096369999999999983
decision_type=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 -4 -7
right_child=-2 2 3 -5 5 12 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0024490006522063863 -0.0019935200967504093 -0.0034602476750588982 -0.00062287925566180641 -0.0024502015249953523 0.0040157141975566074 0.002475615764990276 0.001963228787850377 -0.004473230511581586 -0.0026546835700082942 0.0031177926744695634 -0.002583686509718291 0.0023718681525631063 -0.0008734421297009738
leaf_weight=0.001102587465618486 0.0010673228076931362 0.0010447621159497137 0.0018909554720463228 0.0010671645951424525 0.0011765524704102706 0.0011859654914578074 0.0014632093472282956 0.0010736117665358369 0.0010823889996242064 0.0014152526945791647 0.0010382845281886564 0.0013306342154320635 0.0012962487400498537
leaf_count=197 416 125 633 218 234 151 160 494 147 293 565 122 155
internal_value=0 0.000117744 -5.28769e-05 0.000201033 0.00041946 0.00178434 -0.000117833 -0.00050667 0.000123524 0.000653398 -0.000165345 0.000614061 0.000726689
internal_weight=0 0.0161676 0.015065 0.0140203 0.0129531 0.00365877 0.00929434 0.00783113 0.00675752 0.00567513 0.00425987 0.00322159 0.00248221
internal_count=3910 3494 3297 3172 2954 540 2414 2254 1760 1613 1320 755 306
is_linear=0
shrinkage=0.00928922


Tree=2269
num_leaves=12
num_cat=0
split_feature=475 42 43 3 42 51 1 16 1 48 1
split_gain=5.33704e-05 0.00010113 0.000104166 0.000144451 0.000108147 0.000107788 0.000135785 0.000157995 0.000100628 6.30822e-05 0.000113149
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.053009999999999995 -0.075954999999999981 0.088915000000000008 0.12190000000000002 0.10373000000000002 -0.46853499999999992 0.11395500000000001 0.086125000000000021 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 9 -8 -2 10 -4
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0014150171490146368 -0.0026011961186813448 0.0021561563229197779 -0.0013987432776066263 0.0039259649440965012 -0.0012676286336276287 -0.002612655440471459 -0.00053701433522418711 0.0036257757354053008 0.00072703403447293979 -0.0021843109380250631 0.0014685996270550217
leaf_weight=0.0017228227534184055 0.0016773482909521317 0.0013297098560730736 0.001976984273687421 0.0012783718015020786 0.0012833790378458691 0.0010228069482856247 0.0011282980152624196 0.0015080001959563508 0.0010428624416947835 0.001210872436141 0.0019206411727714298
leaf_count=621 929 339 464 415 217 94 140 185 65 125 316
internal_value=0 0.000146567 0.000462831 0.00160841 0.000474616 -4.56278e-05 0.000293384 0.00184416 -0.00132523 -0.000506913 1.42034e-05
internal_weight=0 0.0153793 0.0126591 0.00389146 0.00261309 0.0087676 0.0077448 0.0026363 0.00272021 0.0051085 0.00389763
internal_count=3910 3289 2295 971 556 1324 1230 325 994 905 780
is_linear=0
shrinkage=0.00841354


Tree=2270
num_leaves=20
num_cat=0
split_feature=1213 14 11 160 13 13 2 132 52 39 457 52 16 0 4 12 2 3 2
split_gain=0.000383395 0.000371227 0.000185995 0.000165017 0.000169209 0.000295151 0.000394737 0.000223903 0.000179236 0.000281172 0.000283585 0.000265454 0.000245938 0.000200316 0.000305877 0.000251586 0.000148629 0.000143809 9.39717e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.23073999999999997 -0.52445999999999982 -0.089899999999999994 0.097940000000000013 0.080815000000000012 -0.27466499999999994 0.005105000000000001 0.082870000000000013 0.071660000000000015 -0.074204999999999979 -0.10131499999999999 0.26048500000000002 0.093870000000000023 0.083185000000000023 0.090325000000000003 0.11339500000000001
decision_type=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 -7 10 11 13 -13 14 16 -15 -10 -12 -8
right_child=1 -3 -4 4 5 7 18 -9 9 -11 17 12 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.00099097376741924558 -0.00050742127887856399 -0.00096102439198292571 -0.00054705757844191523 -0.00050888919597263992 1.4042774100096454e-05 -0.00054723198569116131 0.0014153034412187793 0.00074691120106315425 0.00061269887019039973 0.00072947341141051374 7.6934052042843605e-06 0.00066481708552673787 -0.0003276727424769097 -0.00125423179784632 -0.00080872529761911354 -0.00013012511854626672 -0.00024224965133267846 0.00082276637709617325 0.00071606415475197955
leaf_weight=0.001069050258560327 0.0011349888134436206 0.0010069826746527668 0.0012628301046149195 0.0010418758613627245 0.0018065648324921421 0.0014131700154518837 0.0011051356317486327 0.0012884909445833792 0.0013023217951229054 0.0016325417364540613 0.0010398425417564869 0.0016987090499744825 0.0011884576684148551 0.0012533310020889313 0.0011779237282820709 0.0010045168800488988 0.0010120270218556549 0.0014538856617249962 0.0010493980340454956
leaf_count=592 356 119 125 48 180 305 49 214 20 264 95 276 167 580 65 202 67 63 123
internal_value=0 3.34165e-05 7.72101e-05 0.000113702 0.000148144 0.000183382 0.000590974 7.89861e-05 1.82799e-05 8.08928e-05 -1.42319e-05 -0.000157761 0.000256274 -0.00036565 -0.000114495 -0.000754117 0.000238844 0.000482895 0.00107473
internal_weight=0 0.023873 0.022866 0.0216032 0.0204682 0.0194263 0.0039611 0.0154652 0.0141767 0.0127636 0.011131 0.00863729 0.00288717 0.00575012 0.00349227 0.00225785 0.00231435 0.00249373 0.00215453
internal_count=3910 3318 3199 3074 2718 2670 352 2318 2104 1799 1535 1377 443 934 152 782 87 158 172
is_linear=0
shrinkage=0.00167351


Tree=2271
num_leaves=19
num_cat=0
split_feature=14 403 403 3 41 159 159 50 2 457 0 52 15 43 42 52 48 12
split_gain=0.000427049 0.00014907 0.000304635 0.000171434 0.000143251 0.000162854 0.000223648 0.000140359 0.000180611 0.000294531 0.000208946 0.000191793 0.000191081 0.000252069 0.000365453 0.000165429 0.000131834 0.000109302
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 -0.22254999999999997 0.075585000000000013 0.10519500000000001 0.088320000000000023 0.084340000000000012 0.11339500000000001 -0.0015249999999999997 -0.13027499999999997 -1.0000000180025095e-35 -0.091274999999999981 0.14198000000000002 -1.0000000180025095e-35 0.084505000000000011 0.090530000000000013 0.093125000000000013
decision_type=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 -11 -12 14 -14 17 -10 -16
right_child=-2 -3 -4 4 -6 -7 -8 -9 16 10 12 -13 13 -15 15 -17 -18 -19
leaf_value=0.00069679053268683082 -0.0011070066685825773 -0.00054993462071474064 0.00094580413748269522 -0.00065209810728456235 -0.00055759816792063375 -0.00064046330145553553 0.0008237516387003649 -0.00046821541431659429 3.7900236101342829e-05 0.00025149173039314745 -0.00048058398657421303 0.0011511242985313003 -0.00071566256021998005 0.00088982477236795193 0.000275097181466395 -0.00023494203205987873 -0.00072698427762979455 0.00098863689052872193
leaf_weight=0.0010288207221707214 0.0010017574174665108 0.0012142355155212751 0.0010858504548333916 0.0011815917727312714 0.0013360068593284416 0.0010206106702778861 0.0010522949638612075 0.0016003904841229754 0.001330523019766639 0.001576099559047639 0.0013544924592799783 0.0012288624189620784 0.0013304450946074464 0.0013188046042192092 0.0015630036107699714 0.0010759034291284303 0.0012962848687335729 0.0010429214624948779
leaf_count=147 126 337 123 155 142 256 150 561 223 75 245 86 355 74 372 317 88 78
internal_value=0 3.19021e-05 6.48802e-05 1.78453e-05 -1.83316e-05 2.1756e-05 6.16264e-05 1.11853e-05 6.48416e-05 0.000155851 0.000246854 0.000645624 0.000101317 0.000225811 5.10993e-05 0.000328172 -0.000339557 0.000560664
internal_weight=0 0.0226371 0.0214229 0.0203371 0.0193082 0.0179722 0.0169516 0.0158993 0.0142989 0.0116721 0.0104905 0.00280496 0.00768557 0.00633108 0.00501227 0.00368183 0.00262681 0.00260593
internal_count=3910 3784 3447 3324 3177 3035 2779 2629 2068 1757 1602 161 1441 1196 1122 767 311 450
is_linear=0
shrinkage=0.00170698


Tree=2272
num_leaves=14
num_cat=0
split_feature=453 4 15 13 133 40 47 52 42 43 52 150 13
split_gain=5.61583e-05 0.000109961 8.44291e-05 9.41161e-05 8.91208e-05 0.000107011 0.000141094 0.000115762 0.000129775 0.000133581 8.51241e-05 7.04804e-05 2.4383e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.11739999999999999 -0.45122499999999993 0.092000000000000012 -1.0000000180025095e-35 0.10783500000000001 -0.11271999999999999 0.085195000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.086420000000000011 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 9 -9 11 -11 -10
right_child=-2 -3 3 4 -6 6 -8 8 12 10 -12 -13 -14
leaf_value=-0.002371588799046104 -0.0019352690274841353 0.0020051906575278937 0.0024472348013414242 -0.0025145636025151988 -0.002526623982640766 -0.0025114420971913292 0.0028525656360352657 -0.0028996222365872148 0.001217493013663551 0.00051127803910936396 0.001984213686612832 -0.0021963417803407899 0.0030720770392205967
leaf_weight=0.0011113559379462264 0.0010108414215007069 0.0019092583415648559 0.0010600371228681712 0.0010407353554708629 0.0010362451842965597 0.0011895841931985947 0.0013478397665370742 0.001153842541871372 0.0010039471556613951 0.001798938647387646 0.0014507019701554824 0.001094630536057406 0.0010033482105458735
leaf_count=268 99 404 46 205 619 426 104 626 427 196 189 63 238
internal_value=0 0.000108761 -0.000144596 4.3189e-05 -0.000167076 5.35266e-05 0.000319657 -7.29776e-05 0.000313511 -0.000354964 0.0003209 -0.000513008 0.00214451
internal_weight=0 0.0162005 0.0142912 0.0131799 0.0121198 0.0110836 0.0100428 0.00869499 0.00750541 0.00549811 0.00434427 0.00289357 0.0020073
internal_count=3910 3811 3407 3139 3093 2474 2269 2165 1739 1074 448 259 665
is_linear=0
shrinkage=0.00841354


Tree=2273
num_leaves=19
num_cat=0
split_feature=14 1456 52 133 376 52 3 13 2 1 159 2 3 150 52 12 4 16
split_gain=0.000359311 0.000268026 0.000153409 0.000235055 0.00025301 0.000163386 0.00027229 0.000310448 0.000266514 0.000249415 0.000242564 0.000271894 0.0002592 0.000401327 0.000228591 0.000164818 0.000214852 0.000115254
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40083499999999994 0.10681500000000001 0.048375000000000008 0.11588000000000002 -0.16059999999999997 -0.091849999999999987 0.097940000000000013 0.11198000000000001 0.09141500000000001 0.11230000000000001 0.094625000000000015 0.085425000000000015 -0.08799499999999999 0.086935000000000012 -1.0000000180025095e-35 -0.15168999999999996
decision_type=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 17 -7 11 12 13 14 -9 16 -16 -8
right_child=-2 2 3 -5 -6 9 7 10 -10 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.00074744334464646 -0.00090628133262464353 -0.00043234704984700784 0.00088075158732991673 -0.00057670628802638862 0.00067895583564343007 -0.00077460387701200155 0.00045411421030862705 0.00082290549090119488 0.00084774496328444287 0.00018954182707442627 -0.00074878782667258141 -0.00055039293078790403 0.0007244278434297125 -0.00084531026565065886 0.00057799422382581712 -0.00037453673770078053 -0.00026779301597558436 -0.00022755550723127139
leaf_weight=0.0010018265040971008 0.0010037603989931356 0.0013989290424307318 0.0010335846884998523 0.0011623645464142523 0.0017271769285665565 0.0012286480840281297 0.0010362088951561266 0.0010058982042631089 0.0018860320022107968 0.0012371475606109961 0.0010635319849494626 0.0016238238155785014 0.0013913733799517658 0.0010690967740651369 0.0017159849531759933 0.0015575141945050296 0.0011541411715032595 0.0012661796145108433
leaf_count=349 126 342 79 477 168 294 57 104 158 93 189 174 62 155 287 529 102 165
internal_value=0 1.97125e-05 5.37833e-05 8.59243e-05 0.000124442 7.20183e-05 0.00012864 7.6007e-05 0.000425293 -0.000290869 -6.22508e-05 1.44635e-05 0.000130656 3.60667e-06 0.000170639 2.24526e-05 0.000237884 7.92356e-05
internal_weight=0 0.0235595 0.0225576 0.0211587 0.0199963 0.0182692 0.0158034 0.0147698 0.00418842 0.0024658 0.0105814 0.00951783 0.00789401 0.00650264 0.00543354 0.00442764 0.00287013 0.00230239
internal_count=3910 3784 3435 3093 2616 2448 2061 1982 380 387 1602 1413 1239 1177 1022 918 389 222
is_linear=0
shrinkage=0.00151575


Tree=2274
num_leaves=14
num_cat=0
split_feature=41 2 484 457 160 42 43 15 1 0 160 3 1
split_gain=5.65132e-05 8.13754e-05 6.83053e-05 9.24981e-05 0.000108993 0.000138108 0.000106167 0.000160218 0.000118903 0.000224365 0.000148966 7.44625e-05 4.96482e-05
threshold=0.078535000000000008 -1.0000000180025095e-35 -0.0043499999999999988 -0.0034949999999999994 -0.098319999999999991 -1.0000000180025095e-35 -0.074254999999999988 1.0000000180025095e-35 0.11052000000000002 -0.032484999999999993 0.083295000000000022 -0.078669999999999976 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 12 11 8 9 10 -8 -7 -6
right_child=-2 2 3 4 5 6 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0020569465239470988 -0.0017296440527398704 -0.0018915426874993515 -0.0019146825594035411 -0.0020097136254557807 -0.0022156190925954073 0.001169280399120187 0.0052753864173967022 -0.0015176331626363627 -0.0006397544940940521 -0.00078213952079012115 0.001288631436913972 0.0036693709661599553 -5.7857315894139092e-05
leaf_weight=0.0011010022871648919 0.0010050160745417305 0.001043026788074432 0.0011771488046573861 0.0010703248669775922 0.0011805516903634116 0.0018119949110555478 0.0010808065532489294 0.0018261399744665952 0.0015150523478472322 0.0011321957111276012 0.0010138189603967618 0.0010503954114328452 0.0012003516031166839
leaf_count=242 195 585 185 409 713 275 150 524 171 132 48 137 144
internal_value=0 9.60749e-05 -4.68831e-05 8.99729e-05 0.000273162 0.000480033 0.000885956 0.000362652 0.00108677 0.0018974 0.00334576 0.00208672 -0.00112777
internal_weight=0 0.0162028 0.0151018 0.0140588 0.0128816 0.0118113 0.0094304 0.00656801 0.00474187 0.00322682 0.00209463 0.00286239 0.0023809
internal_count=3910 3715 3473 2888 2703 2294 1437 1025 501 330 198 412 857
is_linear=0
shrinkage=0.00747098


Tree=2275
num_leaves=13
num_cat=0
split_feature=52 376 457 160 1 52 13 2 2 4 12 3
split_gain=6.19067e-05 9.61884e-05 0.000101081 0.0001321 0.000129604 0.00017512 0.000165996 0.000305669 9.68924e-05 8.59945e-05 7.13077e-05 0.000167532
threshold=-0.27466499999999994 0.048375000000000008 0.088055000000000008 0.087825000000000014 0.12864500000000004 0.11588000000000002 -0.091849999999999987 0.091525000000000009 0.085255000000000011 -0.0010999999999999996 0.086865000000000012 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -8 11 -10
right_child=1 -3 -4 -5 -6 -7 8 -9 10 -11 -12 -13
leaf_value=-0.0018082684758299217 -0.0015326347381381963 0.0025231116268198709 0.002490118641746013 -0.0034144428477019379 0.003137301509950481 -0.0036176912904448597 0.0020538361041696255 0.0053055206178620412 0.0016122404830371095 -0.001302080685607488 -0.0038238326425934577 -0.0033035909001964186
leaf_weight=0.001620570674634946 0.0010994304449603578 0.0014765682237086125 0.0013053094955039384 0.0011795571466914215 0.0010993769362782771 0.0013365351987257726 0.0016917317408582898 0.0013731301118946604 0.0012902944636437024 0.0012329955509685193 0.0010666902486045847 0.0012998840038365156
leaf_count=425 186 200 174 272 221 504 616 108 344 147 621 92
internal_value=0 0.000177242 -7.06186e-05 -0.000334443 -1.82536e-05 -0.000352124 0.000129925 0.00226492 -0.000672145 0.000639061 -0.00172083 -0.000854775
internal_weight=0 0.0154515 0.0139749 0.0126696 0.0114901 0.0103907 0.00905416 0.00247256 0.0065816 0.00292473 0.00365687 0.00259018
internal_count=3910 3485 3285 3111 2839 2618 2114 294 1820 763 1057 436
is_linear=0
shrinkage=0.00966451


Tree=2276
num_leaves=18
num_cat=0
split_feature=14 13 132 13 2 124 0 13 15 13 2 15 16 52 0 457 15
split_gain=0.000477158 0.000164457 0.000247971 0.000218444 0.000347374 0.000210833 0.0002298 0.000251667 0.000389656 0.000205875 0.000196486 0.000177202 0.000277227 0.000224954 0.00034659 0.000183934 8.53821e-05
threshold=0.077685000000000018 -0.091229999999999992 0.079995000000000011 -0.52445999999999982 0.099990000000000009 -0.061329999999999989 -0.082994999999999985 0.043015000000000005 -0.053579999999999996 0.16421000000000002 0.11635500000000001 -0.11739999999999999 -0.27337499999999998 -0.010284999999999997 -0.10575999999999998 0.082870000000000013 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 16 -3 11 8 -8 -9 -6 -7 -13 15 -15 -14 -5
right_child=-2 2 -4 4 10 6 7 9 -10 -11 -12 12 13 14 -16 -17 -18
leaf_value=-0.00039912133486283278 -0.0011143324517691351 0.00050877591749872385 0.00058649953295740204 -0.00024328468430363489 0.0013381043514067519 -0.000488816591481932 -3.4848903721097409e-05 0.00041393444088316648 -0.0012850176263893612 -0.00045760106877712465 0.00034821991519687204 -0.00066566712299683255 -0.00065551541350167383 0.0011282538392635444 5.0098769737550812e-05 0.00025153530586995273 0.00037863180946727526
leaf_weight=0.0011071059494053848 0.0010637329850430302 0.0014018964695078654 0.0015644379683714257 0.001553618800855811 0.0012716965514544265 0.0016583670740697096 0.0011756605482755198 0.0013073838119136844 0.001719395658443949 0.0018099969987428466 0.0010057225822533017 0.0010691468097240586 0.0010381548600627497 0.0015461163020398239 0.0018156832881765471 0.0015775363609377702 0.0010268755609908475
leaf_count=54 126 224 295 173 76 203 265 256 815 133 122 94 287 44 541 75 127
internal_value=0 3.1437e-05 -4.96158e-05 0.000271724 0.000424609 -0.000111353 -0.000170423 -0.000422043 -0.000777334 -9.20919e-05 0.000900965 3.36835e-06 0.0001192 0.000259583 0.00054595 -0.000108469 4.19923e-06
internal_weight=0 0.0236488 0.0176838 0.00596502 0.00485791 0.0161193 0.0147174 0.00601244 0.00289506 0.00311738 0.00227742 0.008705 0.00704664 0.00597749 0.0033618 0.00261569 0.00258049
internal_count=3910 3784 3232 552 498 2937 2713 1469 1080 389 198 1244 1041 947 585 362 300
is_linear=0
shrinkage=0.00167351


Tree=2277
num_leaves=20
num_cat=0
split_feature=14 150 0 16 123 50 475 3 160 2 3 15 12 15 1 12 4 16 1
split_gain=0.000276925 0.000153441 0.000144085 0.00033569 0.000256397 0.000179537 0.000194509 0.000157776 0.000183661 0.000203335 0.000456026 0.000234881 0.000322236 0.000153381 0.000135466 0.000113514 9.06843e-05 2.97005e-05 2.6668e-05
threshold=0.073890000000000011 -0.20684999999999998 0.18055000000000002 0.081265000000000018 1.0000000180025095e-35 0.10625000000000001 -0.050754999999999995 -0.10315499999999998 -1.0000000180025095e-35 0.113945 0.10856000000000002 0.085120000000000015 0.085775000000000004 -0.031229999999999997 0.09112000000000002 0.091405000000000014 0.24280000000000004 -0.09385499999999998 0.11395500000000001
decision_type=2 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 16 -9 10 11 12 14 18 17 -15 -8 -10 -5
right_child=-2 2 -4 13 -6 -7 7 8 9 -11 -12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.00067794102220519042 -0.00086302806646202312 0.00076302627230600975 0.00057101717934384365 0.00014466305381248648 0.00083180831795877418 -0.00064671038905562365 8.3548085288005954e-05 -0.00073708847532692951 0.00048246297605552597 -0.00063943853732104333 0.0011599367153465074 0.00047288522855160167 -0.0010832909556658524 -0.00095975465137713512 -0.00039676425661217614 -0.00030103074969546113 0.00075015369320733402 6.9110405561934968e-05 -0.00024765266135882123
leaf_weight=0.0010086277871561569 0.0010661002843251324 0.0011066514131579412 0.001203815499218385 0.0010086612278226437 0.0012424481139929723 0.0010772412054948837 0.0012159822708722743 0.001101765109016121 0.0010079308747671517 0.0012315119324027013 0.0010361019318349957 0.0017447857774394865 0.0010703239016011321 0.0016608144440605913 0.001541229177350209 0.0014088893892397324 0.001163711426973385 0.0010181243808686062 0.0010108038788761015
leaf_count=42 135 235 44 262 275 336 126 482 77 157 66 638 319 182 74 137 74 154 95
internal_value=0 2.7011e-05 -3.03578e-06 -3.65058e-05 8.79798e-05 2.34219e-05 7.79534e-05 1.546e-05 -8.07036e-05 2.9012e-06 0.000109533 -6.09867e-05 -0.000261843 -0.000417063 -1.53765e-05 -0.000657423 0.00040953 0.000274747 -5.17029e-05
internal_weight=0 0.0228594 0.0218508 0.020647 0.0155578 0.0143154 0.0132381 0.0121315 0.00975177 0.00865001 0.0074185 0.00638239 0.00463761 0.00508917 0.00356728 0.0030697 0.00237969 0.00202606 0.00201947
internal_count=3910 3775 3733 3689 3013 2738 2402 2167 1967 1485 1328 1262 624 676 305 319 200 231 357
is_linear=0
shrinkage=0.00170698


Tree=2278
num_leaves=13
num_cat=0
split_feature=0 1 4 15 159 16 0 16 48 47 15 0
split_gain=5.68628e-05 0.000133615 0.000126538 0.00010989 9.81631e-05 0.000102696 0.000166619 0.000277869 0.000106245 0.000124345 8.40358e-05 7.77111e-05
threshold=0.047345000000000005 1.0000000180025095e-35 -0.49837999999999999 0.083935000000000023 0.073745000000000019 -0.055679999999999993 -0.14534499999999997 0.22945500000000005 0.084905000000000022 0.087850000000000025 0.035895000000000003 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 8 -7 -8 9 10 -3 -10
right_child=2 4 -4 -5 -6 6 7 -9 11 -11 -12 -13
leaf_value=-0.0031098928977669887 -0.0011107270711787696 0.0044190805894716899 0.0027509545642324497 5.5460323238922852e-05 0.002441766386750953 0.0018589776464966561 -0.0050393039820401681 0.00023617626578476233 -0.0020476789638495972 -0.00086678409344278227 0.0011992214165608957 0.0009509072114798103
leaf_weight=0.0018671903953701033 0.0010614186606119329 0.0011214698722633205 0.0015196114668904097 0.0014235600645222495 0.0013012645095507947 0.0010208399609727067 0.0013475767563090628 0.0016184094796978868 0.0013899047065415449 0.0010244097022877319 0.0012763965897949203 0.0011742803880163454
leaf_count=1056 136 233 164 843 315 103 304 167 73 78 309 129
internal_value=0 -0.000219163 0.00116288 -0.00174058 0.0002249 -6.4346e-05 -0.00113145 -0.0021607 0.000646318 0.00163593 0.00270513 -0.000674463
internal_weight=0 0.0145653 0.00258103 0.00329075 0.0112746 0.00997329 0.00398683 0.00296599 0.00598646 0.00342228 0.00239787 0.00256419
internal_count=3910 3610 300 1899 1711 1396 574 471 822 620 542 202
is_linear=0
shrinkage=0.00858181


Tree=2279
num_leaves=19
num_cat=0
split_feature=14 124 4 13 16 47 1 157 160 50 48 12 1 52 2 2 160 123
split_gain=0.000484763 0.00015853 0.000209455 0.000397815 0.000200824 0.000191874 0.000219907 0.000169324 0.000261005 0.000208324 0.000238192 0.000155436 0.000365191 0.000206426 0.000184755 0.000356748 0.00013644 0.000108643
threshold=0.077685000000000018 -0.061329999999999989 -0.51381999999999983 -0.26418499999999995 0.10994000000000002 0.13135500000000003 1.0000000180025095e-35 -0.062769999999999979 -1.0000000180025095e-35 0.10030500000000002 0.11379500000000002 0.086935000000000012 0.090355000000000005 0.048490000000000012 0.086915000000000006 0.092745000000000008 -0.15845999999999996 0.08456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 -3 -4 7 6 -6 -5 16 10 11 13 -13 14 -10 -16 -9 -1
right_child=-2 2 3 4 5 -7 -8 8 9 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=8.5891110992310281e-05 -0.001029253045341247 -0.00069083215084291038 0.00068756892312270322 0.00049846774303488205 -9.8473766322326048e-05 0.0001437229206952454 -0.0010347141118574852 -0.00010525994432343271 -0.00036962997891559437 0.00072546420585176737 -0.00060134604302151571 -0.00069507154135785461 0.00035069667488799673 0.00072378917738348753 0.00093960321798323098 -0.00032636752837997756 -0.0008899281648625108 0.00080549012499338301
leaf_weight=0.0010059123285063283 0.0010824754032580644 0.0010279633424386701 0.0019537283192285612 0.001662400243044663 0.0010746775033132544 0.0011580964961987739 0.0013567724408571347 0.0010001314518668994 0.0014471140819218749 0.001051890230269332 0.0013505917554132102 0.0015901613598583546 0.0016026348132881507 0.0016070713015508623 0.0011344128828527644 0.001002070770304099 0.0011261005399858049 0.0010001252372217519
leaf_count=124 126 61 154 333 265 30 270 308 159 149 57 766 178 246 58 123 326 177
internal_value=0 2.92839e-05 -1.01208e-05 2.46615e-05 -4.66406e-05 -0.000374213 -0.000620905 3.40365e-05 -2.57575e-05 7.18377e-05 1.20489e-06 9.8277e-05 -0.000170145 0.000263384 5.69143e-05 0.000345827 -0.000520838 0.000444653
internal_weight=0 0.0231519 0.0211458 0.0201179 0.0181641 0.00358955 0.00243145 0.0145746 0.0129122 0.0107859 0.00973406 0.00838347 0.0031928 0.00519067 0.0035836 0.00213648 0.00212623 0.00200604
internal_count=3910 3784 3483 3422 3268 565 535 2703 2370 1736 1587 1530 944 586 340 181 634 301
is_linear=0
shrinkage=0.00154607


Tree=2280
num_leaves=13
num_cat=0
split_feature=150 3 151 151 159 160 124 3 4 52 12 47
split_gain=5.80968e-05 0.000106575 0.00016021 0.000103667 8.6075e-05 0.000119232 0.000114791 0.000179736 0.000150078 0.000142854 0.000123187 0.000100253
threshold=0.083205000000000015 0.096385000000000012 -0.081844999999999987 -0.03268999999999999 -0.034019999999999988 -0.081069999999999989 -0.018779999999999995 0.13772500000000001 0.05309500000000001 0.071660000000000015 0.088325000000000015 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6 -7 8 9 10 -8 -10
right_child=1 -3 -4 4 5 6 7 -9 11 -11 -12 -13
leaf_value=-0.0023772586326008607 0.0022157204474446421 0.00291609942980563 -0.0023675860668291521 -0.0020328068088328391 0.0027787997721479565 -0.0026511110800347482 -0.0043105016638350993 0.0032154152962420275 0.0024040167347168934 0.00064192431338992533 -0.00081524955330688771 -0.00054590024613417705
leaf_weight=0.0013961049536232875 0.0010008267302368291 0.001213090219954388 0.0010776358220732181 0.0012797283418162506 0.0011197078126481295 0.0010417849459410785 0.0012182382601181353 0.0011982259161016848 0.0018467985102376128 0.0017935535581287115 0.0015705130080247865 0.0013618959103078969
leaf_count=322 206 103 195 473 323 168 345 104 299 683 599 90
internal_value=0 0.000973294 -0.00016062 -0.000246046 -6.68259e-06 0.000225848 -5.91237e-05 0.000241268 -0.000216144 -0.00117414 -0.00234212 0.00115196
internal_weight=0 0.00329155 0.00207846 0.0138266 0.0124304 0.0111507 0.010031 0.00898923 0.007791 0.0045823 0.00278875 0.00320869
internal_count=3910 504 401 3406 3084 2611 2288 2120 2016 1627 944 389
is_linear=0
shrinkage=0.00824856


Tree=2281
num_leaves=12
num_cat=0
split_feature=0 52 12 474 160 160 133 13 48 151 2
split_gain=5.47917e-05 0.000141806 0.000124832 8.26879e-05 0.000158203 0.000128928 9.92276e-05 0.000101258 0.000107101 8.5072e-05 0.000119934
threshold=-0.017269999999999997 -0.27466499999999994 0.082640000000000005 0.084835000000000008 -1.0000000180025095e-35 -0.14580499999999996 -0.0023199999999999996 -0.083514999999999992 0.088465000000000002 -0.0088999999999999982 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 -6 8 -8 -9 -11
right_child=2 3 -4 -5 6 -7 7 9 -10 10 -12
leaf_value=-0.0030216193526762915 0.0027313743980518787 -0.00013048013230065392 -0.00050431892381720526 0.002370974517490171 -0.001761682315465653 -0.0042831284318427696 0.0036363054137054586 -0.0017608668799415925 -3.630505447416075e-06 -0.00091620611147944159 0.002196109898019371
leaf_weight=0.0012442075825890532 0.0015827821747570886 0.001077334509055514 0.001972330859763065 0.001010373689191762 0.0014268793870419677 0.0011262435196356694 0.0014448713390729211 0.0014286253590205392 0.0010125373854203345 0.0017463233872501158 0.0019083271197137854
leaf_count=325 243 396 203 262 769 445 226 187 119 326 409
internal_value=0 -0.000261921 0.000936253 1.99522e-05 -0.000192686 -0.00225289 0.000313563 0.000706249 0.00213653 1.48103e-05 0.000708933
internal_weight=0 0.0134257 0.00355511 0.0121815 0.0111711 0.00220358 0.00896756 0.00754068 0.00245741 0.00508328 0.00365465
internal_count=3910 3464 446 3139 2877 841 2036 1267 345 922 735
is_linear=0
shrinkage=0.00858181


Tree=2282
num_leaves=20
num_cat=0
split_feature=14 403 403 0 4 43 0 43 157 2 14 1 48 0 15 0 4 13 49
split_gain=0.000264087 0.00013301 0.000257517 0.000230273 0.000250121 0.0001756 0.000258841 0.000356743 0.000289281 0.000253979 0.000302216 0.000255173 0.000290539 0.000239613 0.000200115 0.000239619 0.000167834 0.000167003 0.000141768
threshold=0.073890000000000011 0.088015000000000024 0.03138500000000001 0.18055000000000002 -0.34687499999999999 -0.079109999999999986 -0.035699999999999989 -0.053009999999999995 -0.056824999999999994 0.087995000000000004 -0.13131999999999996 0.085110000000000005 0.11379500000000002 -0.10462499999999998 -0.017214999999999998 -0.071924999999999989 0.05309500000000001 -0.085879999999999984 -0.045959999999999994
decision_type=2 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 13 7 -7 -9 16 -11 -12 18 -6 -15 -16 -10 -1 -13
right_child=-2 -3 -4 -5 5 6 -8 8 9 10 11 12 -14 14 15 -17 -18 -19 -20
leaf_value=-9.1894896860968383e-05 -0.0007730128325419746 -0.00047039356025556681 0.00081433125919549835 0.00073667151090078852 0.00042386527292685337 0.00074656666280239396 0.00078829406261871787 0.00068120580201181411 -0.00099818991502800651 -0.00066463085797906717 -0.0004689586277061986 0.00032672243839250296 -0.00028677335972007159 -0.0008232050723142848 -0.00062232069902423237 0.00043793582167592785 -0.00018828976489737278 -0.00095271256102918945 0.0010703299239262407
leaf_weight=0.0010860461333663807 0.0010378961228229696 0.0012246981806700924 0.0010127890088372079 0.0010043107324877029 0.0010822510434054383 0.0015507923845870459 0.0013080465428897464 0.0011227826948914674 0.0011616841849537915 0.0012045564150404697 0.0010285364023058172 0.0012336653249850338 0.0010171335352842092 0.0015572023122920262 0.0010093185611670004 0.0010289216023238431 0.0012916261474555935 0.0010689361791050315 0.0012177905737416547
leaf_count=37 135 336 123 35 127 405 102 98 592 51 345 82 49 561 369 67 84 216 96
internal_value=0 2.48739e-05 5.37761e-05 1.52111e-05 -2.29859e-05 4.05705e-05 0.000138659 6.01857e-05 -5.45438e-05 -0.000155842 2.31319e-05 0.000207349 0.000407894 -0.000213927 -0.000405907 -8.70939e-05 -0.000571791 -0.000518886 0.000696119
internal_weight=0 0.0222111 0.0209864 0.0199736 0.0189693 0.0168143 0.0121366 0.0108286 0.00927778 0.00815499 0.00570168 0.00449713 0.00346859 0.00467769 0.00359544 0.00203824 0.00245331 0.00215498 0.00245146
internal_count=3910 3775 3439 3316 3281 3028 1904 1802 1397 1299 623 572 227 1124 997 436 676 253 178
is_linear=0
shrinkage=0.00154607


Tree=2283
num_leaves=18
num_cat=0
split_feature=14 124 12 123 50 48 12 2 43 52 16 12 3 48 1 3 16
split_gain=0.00033557 0.000152455 0.000262098 0.000206217 0.000230609 0.000325189 0.000364035 0.000400401 0.000244731 0.000230641 0.000181617 0.000206334 0.000188715 0.000129385 0.000140279 9.17909e-05 0.000104048
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 0.10625000000000001 0.11930500000000001 -0.0089849999999999982 0.11542500000000001 -0.17307499999999998 0.086950000000000013 0.050115000000000007 0.092150000000000024 0.097615000000000021 0.087035000000000015 1.0000000180025095e-35 -0.077689999999999995 -0.057604999999999996
decision_type=2 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 12 -12 13 14 -10 -16 -17
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 15 16 -18
leaf_value=-0.0007605163685895451 -0.00094952672111056017 0.0006172117214130286 -0.00082434994932504603 0.00061873763298080184 -0.00080498053034296318 -0.00080013214476105661 0.00074039595175612392 0.0010299348472477962 -0.00011986696036581704 -0.00052818483672309479 -0.00082569767726381992 0.00014823543327084494 0.00090616953554079342 -0.00042384014800647143 0.00086372268536738669 -0.00014479455845211044 0.0006121927338887832
leaf_weight=0.0013163113201513183 0.0010696380588514623 0.0012149553290998474 0.0010784123678724373 0.0016440093427980964 0.0010105680407055352 0.0012627384335498612 0.0014701513676934974 0.0014444403019036748 0.0019436684692195026 0.0019891410588090729 0.0011323173867656133 0.0014397278617657022 0.0010786294179193634 0.0010179026384017596 0.0010900842240063324 0.0010034480849707705 0.0011191302519760749
leaf_count=196 135 40 173 300 352 78 109 224 657 667 214 195 61 141 261 55 52
internal_value=0 2.92763e-05 -4.67297e-06 3.96081e-05 -1.23671e-05 3.39123e-05 9.95516e-05 0.000176417 8.36105e-05 1.87948e-06 0.000109196 -0.000280529 0.000247402 0.000132316 0.000242106 0.0004611 0.000254327
internal_weight=0 0.0222556 0.0210407 0.0199623 0.0183183 0.0173077 0.016045 0.0147286 0.0132842 0.011814 0.00982491 0.00257205 0.00725286 0.00617423 0.00515633 0.00321266 0.00212258
internal_count=3910 3775 3735 3562 3262 2910 2832 2636 2412 2303 1636 409 1227 1166 1025 368 107
is_linear=0
shrinkage=0.00170698


Tree=2284
num_leaves=19
num_cat=0
split_feature=14 124 12 376 48 1 14 2 159 3 2 3 4 49 12 0 1 13
split_gain=0.000181096 0.000124935 0.000263741 0.000212307 0.000178366 0.000191998 0.000245288 0.000380159 0.00015123 0.000198336 0.000220541 0.000157638 0.000204391 0.000127561 0.000116649 8.75769e-05 0.000155576 5.2056e-05
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 0.10752500000000002 -0.24487499999999998 0.11125500000000001 0.089930000000000024 -0.115685 0.10679500000000001 -0.078884999999999997 -0.083329999999999987 -0.065249999999999989 0.097345000000000015 -0.19631499999999999 0.088495000000000018 0.095355000000000009
decision_type=2 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 14 9 17 11 12 -11 -13 -8 -15 -17 -1
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 -12 13 -14 15 -16 16 -18 -19
leaf_value=0.00064414621143468601 -0.00069765646003982693 0.00055513869307824155 -0.00082602449875599426 0.00073254371116183807 -0.00062976931624481058 -0.00037318024463229102 -0.00029183300989595322 0.0012692578159035511 -0.00067102119245761435 0.00010471072165874012 -0.00081808829448711711 -0.00036604569497347797 -0.00084628096179679545 0.00065397356247660942 0.00049588090151375858 0.00043278043109392419 -0.00037904217610138858 0.00014127615221990456
leaf_weight=0.001269261730246103 0.0010457444361843113 0.0011380118552978121 0.0010630963408336204 0.0011344566312070673 0.0012271584864793758 0.0010607617917702122 0.001026039088773697 0.0012778609247214353 0.0010935701504985714 0.0012623420431660919 0.0011471651759169185 0.0010978412481656985 0.0012694486478523163 0.0012096981896472236 0.001081431237419439 0.0016854697676815401 0.0010877939211442755 0.0010563237416922402
leaf_count=103 138 40 173 185 88 97 150 183 253 388 234 69 1042 55 56 331 224 101
internal_value=0 1.57404e-05 -1.48756e-05 3.05422e-05 -1.40681e-05 3.13793e-05 0.000329032 0.000549064 -7.72834e-05 -1.87111e-05 -0.00013405 -3.09698e-05 -0.00037212 0.000139027 0.000112376 0.000278242 0.000114349 0.000415733
internal_weight=0 0.0211877 0.0200497 0.0189866 0.0178522 0.016625 0.00444609 0.00338533 0.0121789 0.0110853 0.00875976 0.00761259 0.00253179 0.0050808 0.00210747 0.00398296 0.00277326 0.00232559
internal_count=3910 3772 3732 3559 3374 3286 486 389 2800 2547 2343 2109 1430 679 206 610 555 204
is_linear=0
shrinkage=0.00167351


Tree=2285
num_leaves=13
num_cat=0
split_feature=150 2 151 52 159 160 133 16 13 4 4 15
split_gain=5.22341e-05 9.85579e-05 8.25198e-05 6.97762e-05 9.73477e-05 0.000137028 0.000185489 0.000122361 0.000152688 0.000100925 7.90536e-05 5.78959e-05
threshold=0.083205000000000015 0.090695000000000012 -0.03268999999999999 0.11588000000000002 0.09141500000000001 -0.07353999999999998 -1.0000000180025095e-35 -0.25582999999999995 -0.0030249999999999995 -0.056579999999999991 0.050655000000000006 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 -8 9 -9 -10 -3
right_child=1 11 3 -5 -6 6 7 8 10 -11 -12 -13
leaf_value=-0.0019335703240264887 -0.00089365775257317409 0.003090496189710485 0.0030362157268921074 -0.0013474552211149259 -0.0019061915248213769 -0.0022071020557327668 0.0023708459386708267 0.0027520664778486492 -0.0021223226073357024 -0.00033124998584967152 0.00047793174822843046 0.00061527681967587968
leaf_weight=0.0013984867560809045 0.0011824116779577945 0.0010115459496631736 0.0010262297605851635 0.0018760429950811222 0.0010830052829542301 0.00153208852756962 0.0017539553738165651 0.001405964441396599 0.0016881861962325505 0.0010241697974996532 0.0010638442976591417 0.0011021054254355955
leaf_count=322 255 120 216 555 286 791 163 326 380 298 69 129
internal_value=0 0.000833603 -0.000212823 -1.95882e-05 0.000215926 0.00045799 0.000145545 0.00066521 8.79209e-05 0.00145262 -0.00111715 0.00179986
internal_weight=0 0.00329606 0.013852 0.0124535 0.0105774 0.00949444 0.00846821 0.00693612 0.00518216 0.00243013 0.00275203 0.00211365
internal_count=3910 504 3406 3084 2529 2243 2027 1236 1073 624 449 249
is_linear=0
shrinkage=0.00747098


Tree=2286
num_leaves=12
num_cat=0
split_feature=133 123 50 1 42 42 51 151 2 2 15
split_gain=5.14959e-05 0.000102708 0.000100158 0.000101977 0.000111269 0.000119476 0.000129618 7.08538e-05 0.000132432 0.000142651 0.000116689
threshold=-0.085714999999999986 1.0000000180025095e-35 0.088425000000000017 0.12485500000000001 0.091955000000000023 -1.0000000180025095e-35 -0.07742499999999998 -0.084019999999999984 0.086650000000000019 0.093070000000000014 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 -5 -6 6 7 8 9 10 -12
leaf_value=0.0013037654046876954 -0.0026340042437947423 0.0019297928028665929 -0.0027025769382791136 0.0018042995437310629 -0.0026670047892883506 -0.0021420716803326623 -0.0013529618061320862 -0.00089723170495655566 0.0037047848752869467 0.0024216865420890396 -0.00075039451289250813
leaf_weight=0.0017478392127035945 0.0011193528454948492 0.0013955046155928819 0.0011092913754943293 0.001509783283803569 0.0012917783400246902 0.0013449264776178955 0.001060722517326816 0.0018905261306843679 0.0014868243296597694 0.0013607097891756852 0.0017133488772877732
leaf_count=604 579 303 540 190 438 320 130 368 180 134 124
internal_value=0 -0.000161539 -0.000371693 -0.000169343 -0.000433784 -0.000144619 0.000169989 0.000583926 0.000902384 0.00164834 0.000653704
internal_weight=0 0.0152828 0.0138873 0.012778 0.0112682 0.00997641 0.00885706 0.00751213 0.00645141 0.00456088 0.00307406
internal_count=3910 3306 3003 2463 2273 1835 1256 936 806 438 258
is_linear=0
shrinkage=0.00808683


Tree=2287
num_leaves=12
num_cat=0
split_feature=0 47 1 0 12 12 2 3 4 2 1
split_gain=5.2813e-05 0.000137004 0.000112117 0.00014853 0.000110977 9.02887e-05 0.00018614 0.000184299 6.88032e-05 0.000172703 2.07492e-05
threshold=-0.017269999999999997 0.13177500000000003 1.0000000180025095e-35 -0.084074999999999997 0.082640000000000005 0.097345000000000015 1.0000000180025095e-35 0.013395000000000002 0.0057500000000000008 0.11230000000000001 0.096230000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 10 -8 -9 -10 -4
right_child=4 -3 5 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.0034857056173958731 0.0026236185810998877 -0.0032815253705348584 -0.0012787294237708799 0.00034571102702070768 -0.00043752711965039045 0.0024045269859927945 0.0036878226372987306 -0.0012701289122740624 0.0035961943429498595 -0.00081249671207280643 -0.0030074297227463465
leaf_weight=0.0014053824770099256 0.0015697996899371415 0.0010189626298966201 0.0010282211985221555 0.0015862102697505893 0.0019627641638462409 0.0014730192940711545 0.0013222530811184277 0.001777179071185242 0.0010681476156060299 0.0016893779679932885 0.0010172413556915789
leaf_count=995 243 71 429 885 203 213 271 171 75 126 228
internal_value=0 -0.000256886 -7.67544e-06 -0.0014542 0.000922784 0.000453894 9.02941e-05 0.000868649 4.66195e-05 0.000895242 -0.00213844
internal_weight=0 0.013386 0.012367 0.00299159 0.00353256 0.00937544 0.00790242 0.00585696 0.0045347 0.00275753 0.00204546
internal_count=3910 3464 3393 1880 446 1513 1300 643 372 201 657
is_linear=0
shrinkage=0.00858181


Tree=2288
num_leaves=20
num_cat=0
split_feature=14 124 12 123 484 48 39 1 16 52 51 3 133 3 16 13 15 15 3
split_gain=0.000243152 0.000160814 0.000256309 0.00020043 0.000265378 0.000231977 0.000211623 0.000248993 0.000280943 0.000233503 0.000167578 0.00032517 0.00018035 0.000244784 0.000155051 0.000124423 0.000108474 0.000105293 0.000161824
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.083745000000000014 -0.0043499999999999988 0.12738500000000003 0.083790000000000017 0.10752500000000002 0.050115000000000007 0.11401500000000002 0.085845000000000019 0.084925000000000014 0.090085000000000012 -0.115685 -0.40374499999999997 -0.084084999999999979 -0.063364999999999991 0.083935000000000023 -0.025254999999999996
decision_type=2 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 14 10 11 12 13 -6 -9 -15 -13 18 -17
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12 16 -14 15 -16 17 -18 -19 -20
leaf_value=-0.00068990340279434666 -0.00076224965660127736 0.00056260752929049697 -0.00076206101844066389 0.00058858721182917237 0.00054529722815427101 -0.00066056883497533838 -0.00061006891075449641 0.00034488078657837518 -0.00011639625214916796 -0.00066157250789390632 -0.00050483449307771897 0.00034058003700276548 -0.00061116909434492462 -0.00055305640469381937 0.0011399541740203789 -0.00060745296189858625 0.0010160684539726296 0.00042929277004406503 0.00026142506012648715
leaf_weight=0.0013227285253071741 0.0010139853796591594 0.0011991494356175239 0.0010554018917118052 0.0013783269125467379 0.0019108801931175794 0.001094878664601894 0.0010124675360886895 0.0010557757527202005 0.0012618285254141215 0.0011194732712108977 0.0010513251291356948 0.0012242043947221504 0.0010384298412226822 0.0011576852847919299 0.0013184664245125622 0.0010088231636462518 0.0010605436326969198 0.0010858166137607816 0.0010411585331255892
leaf_count=535 135 40 173 281 144 68 122 113 108 358 153 27 387 359 96 300 96 359 56
internal_value=0 1.17937e-05 -1.9365e-05 1.95493e-05 -2.22489e-05 2.8384e-05 7.45286e-05 0.00011973 0.000473103 9.89442e-06 8.09502e-05 0.000145589 -1.48311e-05 8.49786e-05 0.000786402 -0.000119893 0.000654131 4.00235e-05 -0.000166161
internal_weight=0 0.0223974 0.0211982 0.0201428 0.0187645 0.0174418 0.0163469 0.0153344 0.00363607 0.0116983 0.0105789 0.00952754 0.00724279 0.00620436 0.00237424 0.00429348 0.00228475 0.0031358 0.00204998
internal_count=3910 3775 3735 3562 3281 2746 2678 2556 317 2239 1881 1728 1605 1218 209 1074 123 715 356
is_linear=0
shrinkage=0.00154607


Tree=2289
num_leaves=12
num_cat=0
split_feature=11 3 1 151 3 12 2 15 4 4 12
split_gain=5.40904e-05 6.87807e-05 8.78895e-05 0.000124702 0.000107894 0.000130881 0.000197682 0.000118145 8.58409e-05 0.000124013 5.48774e-05
threshold=0.079700000000000007 -0.12008499999999998 0.088010000000000019 -0.086769999999999986 -0.074234999999999982 -1.0000000180025095e-35 0.10433000000000002 -0.074174999999999977 -0.083329999999999987 -0.0031049999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 -6 -7 -8 10 -10 -3
right_child=-2 2 3 4 5 6 7 -9 9 -11 -12
leaf_value=0.0019196282317725495 -0.0018272407497173023 0.0019310387074841539 0.0035328049149467126 0.0022276763620394688 0.0016167104975734251 -0.0039602449239487187 0.0024628934999540225 -0.0017306391149188157 -0.0044338888300446246 -0.00054889385508948875 -0.0011371522741985005
leaf_weight=0.0017424939325269085 0.0013562223616986674 0.0010723749671022634 0.0010726435945181134 0.0016408726546572328 0.0017897481975360221 0.0016720714597380651 0.0011572417269976043 0.0012596277069709672 0.0012006805377549837 0.0019127395746951843 0.0010222052596959566
leaf_count=192 254 233 145 410 366 221 94 103 1067 589 236
internal_value=0 0.000145819 -7.81519e-05 0.00051054 7.94232e-05 -0.000520202 -0.00145554 0.000277302 -0.00104938 -0.00204713 0.000433688
internal_weight=0 0.0155427 0.0138002 0.00859221 0.00751956 0.00587869 0.00408894 0.00241687 0.005208 0.00311342 0.00209458
internal_count=3910 3656 3464 1339 1194 784 418 197 2125 1656 469
is_linear=0
shrinkage=0.00947501


Tree=2290
num_leaves=20
num_cat=0
split_feature=14 2 133 13 49 2 43 4 50 160 47 51 13 52 16 3 2 0 4
split_gain=0.000439247 0.00019809 0.000185358 0.000256337 0.000270672 0.000344332 0.00022324 0.000232997 0.000197114 0.00025567 0.000148201 0.00024384 0.000145559 0.000271304 0.000236575 0.000130556 0.00011677 4.84638e-05 1.32611e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.10681500000000001 -0.091229999999999992 0.090775000000000008 0.099990000000000009 -0.45516499999999999 -0.34687499999999999 0.086465000000000014 -0.081299999999999983 0.11646500000000001 -0.032189999999999989 -1.0000000180025095e-35 -0.066329999999999986 -0.38486499999999996 -0.082139999999999977 0.088405000000000025 -0.10071499999999999 0.0066400000000000009
decision_type=2 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 -5 -8 9 16 11 -11 15 -14 -15 -13 -9 -3 -16
right_child=-2 2 -4 6 -6 -7 7 8 -10 10 -12 12 13 14 18 -17 -18 -19 -20
leaf_value=0.00055835742894764487 -0.0010594738680047115 0.00032216877216100257 -0.00062764305148421229 0.00067093771687437586 -0.00041721224244851713 0.0010522368803976276 -0.00077429485803933893 0.00013154387285293695 -0.00071487162960529819 -0.00067225897642675327 -0.00067781890454698273 0.00014922356410705011 -0.00028140996440125269 -0.00010655525228127761 0.00074718623408291109 -0.00068151154517631716 0.00093185563861490519 -0.00019330787147998121 0.0010168647896656717
leaf_weight=0.0018081978705890732 0.0010922433709588805 0.0010347560428374813 0.0013130370221877156 0.0010154629293193428 0.0010252587433889349 0.0019387527509186486 0.0014609105899661126 0.0010112752187688501 0.0011971766293077763 0.0014133440115109541 0.0011590199451858582 0.0010396256061604593 0.0017094680015845923 0.00102244330597559 0.0010410299771269303 0.0010804472296150613 0.001031262478140324 0.0010087989297274383 0.0010023982877453153
leaf_count=267 126 76 519 73 76 181 213 233 419 252 89 410 98 82 122 360 137 153 24
internal_value=0 2.63659e-05 -1.83665e-05 2.12544e-05 0.000349598 0.000547016 -8.70316e-05 -0.000141356 -6.85905e-05 -1.37146e-06 -0.000117219 -3.90185e-05 9.0776e-05 0.000252786 0.000550643 -0.000274142 0.000535615 6.77042e-05 0.000879476
internal_weight=0 0.0233127 0.0215045 0.0201914 0.00500757 0.00398231 0.0151839 0.0141684 0.0127075 0.0115103 0.00946778 0.00830876 0.00689541 0.00477534 0.00306587 0.00212007 0.00204254 0.00204355 0.00204343
internal_count=3910 3784 3517 2998 486 410 2512 2439 2226 1807 1437 1348 1096 326 228 770 370 229 146
is_linear=0
shrinkage=0.00167351


Tree=2291
num_leaves=13
num_cat=0
split_feature=2 484 457 160 16 133 4 2 3 16 16 48
split_gain=6.25834e-05 6.02553e-05 5.81036e-05 7.85692e-05 0.000156228 0.000128542 0.00019416 0.000103656 0.000172313 0.000104731 0.000102059 0.000100056
threshold=-1.0000000180025095e-35 -0.0043499999999999988 -0.0034949999999999994 -0.080184999999999992 0.0063350000000000012 -0.0023199999999999996 0.25367000000000006 0.1178 -0.08824499999999999 0.0032450000000000005 0.42021000000000003 0.086065000000000016
decision_type=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 -10
right_child=1 2 3 5 -6 6 -8 -9 9 10 -12 -13
leaf_value=0.0017503748160306845 -0.0021691972037476315 -0.001865876248907051 -0.0037397354467646493 -0.0016689229147482654 0.00085875975749934055 -0.0016836556423027299 0.0038825307769211267 -0.0021192530490216806 0.0039844908370342321 -0.0011512950732741022 0.0023540216971313552 0.00061172485052286623
leaf_weight=0.0013632772959968819 0.0010336606078207447 0.0011612383263972211 0.0010491665181252621 0.0018072600093365478 0.0011302778496073635 0.0016707418833724159 0.0013191862261277753 0.0010984099638732814 0.0016423593760091981 0.0015479690394358467 0.0010114001823284813 0.0010696936472496948
leaf_count=280 603 187 448 830 134 357 222 154 370 175 64 86
internal_value=0 -0.000167299 -2.46656e-05 0.000135533 -0.00135492 0.000426421 0.000831008 0.000330356 0.00071794 0.00147911 0.00023392 0.0026542
internal_weight=0 0.0155414 0.0145077 0.0133465 0.00217944 0.011167 0.00935976 0.00804057 0.00694216 0.00527142 0.00255937 0.00271205
internal_count=3910 3630 3027 2840 582 2258 1428 1206 1052 695 239 456
is_linear=0
shrinkage=0.00858181


Tree=2292
num_leaves=14
num_cat=0
split_feature=41 2 133 42 40 2 3 150 12 1 2 13 4
split_gain=5.54436e-05 9.38426e-05 7.35023e-05 0.000124158 8.45186e-05 0.000103641 0.00014299 0.000130082 0.000125974 9.65365e-05 8.73058e-05 7.59344e-05 2.33957e-06
threshold=0.078150000000000011 -1.0000000180025095e-35 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11230000000000001 0.10856000000000002 0.087235000000000021 0.095295000000000019 0.11235500000000002 0.086650000000000019 -0.074599999999999986 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 -5 6 7 8 10 -7 -6 -12 -4
right_child=-2 2 3 4 5 9 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0025333162797717829 -0.0019433772156872572 0.0017265492542396512 -0.0019434871334732852 0.0023339167600321415 -0.00044893702752485734 -0.0032724231963518016 0.0034015828759499278 -0.0029002033738321489 -0.0022215061866438278 -0.00016328128737339367 0.0038242743328674735 0.00079402937900019193 -0.0025295259331958452
leaf_weight=0.0010991802301508159 0.0010266852733285111 0.0015101297172895505 0.0010001727321823023 0.0011051539170926052 0.0015339460507342332 0.001291756442115724 0.0010040275600819992 0.0010136888677345912 0.0010198284005505662 0.0017078656729525576 0.0011087582508470624 0.0013512816641296959 0.0010066309308332765
leaf_count=242 201 526 551 194 566 173 72 178 275 182 371 204 175
internal_value=0 0.000114865 -6.65502e-05 -0.000272575 8.15021e-05 -0.000166651 0.000403089 -9.63834e-05 0.000470491 -0.0015022 0.00115787 0.00215978 -0.00223745
internal_weight=0 0.0157524 0.0146532 0.0131431 0.0111363 0.0100312 0.00703153 0.0060275 0.00501381 0.00299962 0.00399399 0.00246004 0.0020068
internal_count=3910 3709 3467 2941 2215 2021 1666 1594 1416 355 1141 575 726
is_linear=0
shrinkage=0.00858181


Tree=2293
num_leaves=12
num_cat=0
split_feature=49 49 457 42 403 50 12 1 160 2 1
split_gain=6.16877e-05 0.000135077 0.000108875 9.7345e-05 0.000109847 0.000140361 0.000145333 0.000179677 0.000157073 0.000100194 7.4937e-05
threshold=-0.047894999999999993 -0.00064499999999999985 0.084715000000000013 0.092395000000000019 0.03138500000000001 0.08568000000000002 -0.036459999999999992 0.11198000000000001 -1.0000000180025095e-35 0.091525000000000009 0.10080500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 6 -3 8 -8 -10 -1
right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0016975091261221785 -0.0033744129108184721 -0.0025112746877137093 0.0029873629170361869 -0.0020320985457066725 0.0026906249877872985 -0.0030992238397055476 -0.0029292788732954707 0.0034782808814030103 -0.00055406847237651422 0.0025051973528348722 0.0015775213380876303
leaf_weight=0.0012668535622058731 0.0010920809589106501 0.001214826530045632 0.001435939877730167 0.0017156155034674546 0.0013910757096092701 0.001104354575014262 0.0011411729807395956 0.001683319729760907 0.0018006772687310154 0.0017516019376625433 0.0010679366292847478
leaf_count=195 302 199 148 732 320 373 408 133 579 359 162
internal_value=0 -0.000310152 0.00101409 -2.662e-05 0.000314474 -6.5634e-05 0.000375664 0.000925649 1.0141e-05 0.000954432 -0.000199505
internal_weight=0 0.0128947 0.00377073 0.0118026 0.010087 0.00869595 0.0075916 0.00637677 0.00469345 0.00355228 0.00233479
internal_count=3910 3405 505 3103 2371 2051 1678 1479 1346 938 357
is_linear=0
shrinkage=0.00910708


Tree=2294
num_leaves=18
num_cat=0
split_feature=14 0 12 16 157 0 14 3 48 1 15 4 150 12 13 12 12
split_gain=0.00041895 0.000164895 0.000318668 0.000143086 0.000282912 0.000244707 0.000157217 0.000234146 0.000198259 0.000203109 0.000192925 0.000159397 0.000247019 0.000104529 0.00017966 9.94227e-05 5.52393e-05
threshold=0.073890000000000011 0.18055000000000002 0.11655500000000001 0.064860000000000015 -0.054834999999999988 1.0000000180025095e-35 -0.13131999999999996 0.13772500000000001 0.11119000000000002 0.10937500000000001 -0.10071499999999999 -0.0017649999999999999 0.085200000000000012 0.092255000000000018 0.15641500000000003 0.086765000000000023 0.097510000000000013
decision_type=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 15 -13 14 -5 -12 -15
right_child=-2 -3 -4 13 5 -7 7 -9 -10 -11 11 12 -14 16 -16 -17 -18
leaf_value=0.00077478255368916679 -0.00095960764710366147 0.00057503582203821571 -0.00082014041695524661 -0.00063306029999376004 -0.00051955039346496528 0.00073479666974747288 0.00047021385225120009 0.00073810799268838917 -0.00057162250057702551 0.00069725207456650974 -0.00018872230959871686 -0.00091856215571981458 2.607652736167691e-05 0.00034971724810174242 0.00016354988573624295 0.00035639755342668165 -0.0001610447446940665
leaf_weight=0.0014351962904528273 0.0010629967332809733 0.0012695039110163916 0.001071303869654777 0.0019869899458042272 0.0013040060924308693 0.0011467578830261496 0.0014797109693411694 0.0010620150707993945 0.0013699789958804267 0.0010543103532839899 0.0016377552093549512 0.0012933499922031036 0.0013548341961688859 0.0010049757783512775 0.0010262497311561702 0.0015630111771042813 0.0010196701253340178
leaf_count=350 135 44 175 348 73 111 238 127 88 137 485 233 115 156 25 919 151
internal_value=0 3.40879e-05 1.08779e-06 4.56591e-05 0.000122717 5.21711e-05 -1.24223e-05 4.87242e-05 -2.63439e-05 6.27677e-05 -2.851e-05 -0.000154681 -0.000435277 -0.000179201 -0.000361751 7.74728e-05 9.24828e-05
internal_weight=0 0.0220796 0.0208101 0.0197388 0.0147009 0.0132657 0.012119 0.010815 0.00975295 0.00838297 0.00732866 0.00584895 0.00264818 0.00503789 0.00301324 0.00320077 0.00202465
internal_count=3910 3775 3731 3556 2876 2526 2415 2342 2215 2127 1990 1752 348 680 373 1404 307
is_linear=0
shrinkage=0.00154607


Tree=2295
num_leaves=13
num_cat=0
split_feature=150 2 151 151 15 16 49 47 15 0 43 13
split_gain=5.05218e-05 8.61729e-05 0.000121368 7.42998e-05 6.87924e-05 8.3418e-05 0.000105148 6.07729e-05 0.000136209 9.29076e-05 0.000172522 9.56312e-05
threshold=0.083205000000000015 0.11125500000000001 -0.077449999999999977 -0.03268999999999999 -0.26361999999999991 -0.38486499999999996 -0.0090499999999999973 0.10783500000000001 -0.07142999999999998 -0.083424999999999985 -0.17307499999999998 -0.074599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6 -7 8 -8 -10 -11 -12
right_child=1 -3 -4 4 5 6 7 -9 9 10 11 -13
leaf_value=-0.0021752865820847712 0.0020741326523689868 0.0029360516246556079 -0.002178617123011145 0.0020117097326862931 -0.0022793427882082311 0.0027267258735724459 -0.0032612202988995119 0.0011923095046561787 0.001571880000786071 0.0021033638006826105 -0.00042778354631093014 -0.0037223803825783982
leaf_weight=0.001371509700222818 0.0010145919188605142 0.0011203064071463181 0.0010425486179994605 0.001149385758439459 0.0013469640362613359 0.0010044461391771941 0.001241601503440791 0.0017443122910805187 0.0018147721498430816 0.0010900818849590745 0.0013952822137771638 0.0013078502578972237
leaf_count=322 219 131 154 269 183 93 588 149 574 97 283 848
internal_value=0 0.000982664 -8.11398e-05 -0.000244439 -2.54856e-05 -0.000239415 4.6854e-05 -0.000266367 -0.000637832 -5.70173e-05 -0.000836324 -0.0020218
internal_weight=0 0.00317745 0.00205714 0.0134662 0.0120947 0.0109453 0.00959835 0.0085939 0.00684959 0.00560799 0.00379321 0.00270313
internal_count=3910 504 373 3406 3084 2815 2632 2539 2390 1802 1228 1131
is_linear=0
shrinkage=0.00875344


Tree=2296
num_leaves=13
num_cat=0
split_feature=150 4 15 16 0 0 2 133 42 15 16 4
split_gain=5.64816e-05 6.67585e-05 8.94551e-05 7.5968e-05 8.57688e-05 0.000140487 0.000116957 0.000162742 0.000150202 0.000128102 0.000118306 0.000113582
threshold=-0.096234999999999987 0.27608500000000008 -0.11739999999999999 -0.38486499999999996 -0.10575999999999998 -0.14136999999999997 0.11085000000000002 -0.085714999999999986 -0.089024999999999979 -0.031229999999999997 0.16388500000000003 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 11 7 -6 -9 -10 -11 -5
right_child=1 -3 3 4 6 -7 -8 8 9 10 -12 -13
leaf_value=0.0019150642925055274 -0.0028215003427099336 0.0013574121138141507 -0.0023840311998778799 -0.0018060084178631547 0.0021556189681905917 0.003861945742602802 0.0018719703606007395 -0.0043196131442692813 0.0010900810184917202 -0.00061753757118354494 -0.0041997819860808156 0.00207519623548058
leaf_weight=0.0010518544994759229 0.0010006528948940706 0.0019206756740465089 0.0010337132158790537 0.001181438753307118 0.001098510728008731 0.0010211105695293035 0.0013692215361617542 0.0010887758992430205 0.0017124795777191558 0.0019731846675606502 0.0010351872325701349 0.0010478028400129347
leaf_count=85 262 412 132 167 403 89 321 279 501 1064 167 28
internal_value=0 -0.000140009 -0.000352076 -0.000155359 4.44901e-05 0.00122577 -0.000419374 -0.000873528 -0.00144629 -0.000783616 -0.0018502 1.8261e-05
internal_weight=0 0.0154828 0.0135621 0.0125614 0.0115277 0.00325035 0.00827736 0.00690814 0.00580963 0.00472085 0.00300837 0.00222924
internal_count=3910 3825 3413 3151 3019 284 2735 2414 2011 1732 1231 195
is_linear=0
shrinkage=0.00858181


Tree=2297
num_leaves=17
num_cat=0
split_feature=1374 124 12 457 484 156 43 52 15 150 47 42 15 0 15 43
split_gain=0.000195268 0.000231342 0.000287628 0.000165096 0.000246863 0.000181734 0.000157723 0.000171718 0.000282349 0.000203115 0.000213872 0.000214545 0.000164331 0.000161287 0.000232718 0.000144194
threshold=-0.094679999999999986 0.11158000000000001 0.11655500000000001 0.088055000000000008 -0.0043499999999999988 0.091280000000000014 -0.15648499999999999 0.086950000000000013 -0.008624999999999999 0.086025000000000018 0.09252500000000001 0.086325000000000013 0.079360000000000014 -0.099024999999999988 -0.10192499999999999 -0.34918499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 15 9 -9 10 11 12 13 14 -8 -6
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00066468965540367078 -0.00070342168527967955 0.00075508820357841531 -0.00083163432727241862 0.00058073027082529145 0.00010565793023871456 -0.00057667041227953087 0.00034247254416222258 0.00014086169747135394 -0.00085194555799582316 -0.00052681419165330565 -0.00027661213129596561 -0.00026196824820856542 3.1405368101959614e-05 0.00027359222390134025 0.0013391726035285054 0.00093674157055736312
leaf_weight=0.0010969405329155349 0.0012166046813070789 0.0010842833994168443 0.0010396187478807729 0.0013438236132766795 0.0011553924245050057 0.0011287309704113907 0.0011044408094734578 0.0016192972539239708 0.0013667124576738502 0.0011132128352722434 0.0019414130519769535 0.0013385027000606207 0.001755416685303407 0.0019984746816938603 0.0013433463646271813 0.0010143695893021177
leaf_count=68 555 39 180 150 118 281 99 253 556 171 182 399 359 346 79 75
internal_value=0 3.10177e-05 -7.31832e-06 3.67653e-05 -3.63015e-06 4.68085e-05 9.14888e-05 2.71502e-05 -0.000313551 0.000123173 0.000199486 0.00032207 0.000448122 0.000612645 0.000889462 0.000494192
internal_weight=0 0.0215636 0.0204794 0.0194397 0.0180959 0.0168793 0.0157506 0.0135808 0.00298601 0.0105948 0.00948159 0.00754018 0.00620168 0.00444626 0.00244779 0.00216976
internal_count=3910 3842 3803 3623 3473 2918 2637 2444 809 1635 1464 1282 883 524 178 193
is_linear=0
shrinkage=0.00160853


Tree=2298
num_leaves=15
num_cat=0
split_feature=0 52 4 12 474 160 160 43 160 0 15 0 2 4
split_gain=5.97268e-05 0.000116716 0.000107504 9.88252e-05 9.73997e-05 0.000130809 0.0001078 8.91011e-05 9.33277e-05 0.000101177 8.8484e-05 0.000135299 7.27401e-05 2.61467e-05
threshold=-0.017269999999999997 -0.27466499999999994 -0.49837999999999999 0.08598500000000002 0.084655000000000022 -1.0000000180025095e-35 -0.14852999999999997 0.0041500000000000009 0.093550000000000008 -0.084304999999999977 -0.03231499999999999 -0.19631499999999999 0.086915000000000006 -0.078914999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -3 8 9 10 11 -7 -13 -11
right_child=2 4 3 -5 -6 7 -8 -9 -10 13 -12 12 -14 -15
leaf_value=-0.0033719304587501351 -0.0012797793437871337 -0.00028915718854837283 0.0049093440847423359 0.00058479146345947184 0.0029405398531308193 -0.0020270853415868774 -0.0050314308076227421 -0.0024792753482623144 -0.0020007298046114085 0.0018606431130508457 -0.0022505792596344979 0.00069592124883540276 0.0043556558058577815 0.0041883980195453552
leaf_weight=0.001202941616465023 0.0012081306123757317 0.0010058850173284267 0.0010031560874066833 0.0012465081108622433 0.0010645716715635195 0.0010158990103414944 0.0010109489948327598 0.0011140635949395006 0.0012003762628464559 0.0010290806883344883 0.0011180685937080552 0.00117788764992035 0.0011092224495387959 0.0010016027329744831
leaf_count=325 162 389 168 116 272 78 442 472 232 322 321 121 220 270
internal_value=0 -0.000328074 0.00118794 0.00251317 -1.90171e-05 -0.000311204 -0.00266625 0.000230619 0.000625149 0.0011137 0.000243265 0.00108743 0.00247085 0.00300877
internal_weight=0 0.0130505 0.00345779 0.00224966 0.0118476 0.010783 0.00201683 0.0087662 0.00765214 0.00645176 0.00442108 0.00330301 0.00228711 0.00203068
internal_count=3910 3464 446 284 3139 2867 831 2036 1564 1332 740 419 341 592
is_linear=0
shrinkage=0.0102561


Tree=2299
num_leaves=17
num_cat=0
split_feature=14 133 0 52 157 48 14 1 47 15 16 12 4 1 2 1
split_gain=0.00019101 0.000133137 0.000215984 0.000160384 0.000171975 0.000188501 0.000222061 0.000313545 0.000336378 0.000448923 0.000259193 0.000333316 0.000203917 0.00022024 0.000111692 8.44571e-05
threshold=0.064610000000000015 0.10681500000000001 0.16242500000000001 -0.40083499999999994 -0.077534999999999979 0.12738500000000003 -0.13131999999999996 0.094485000000000013 0.093315000000000023 0.035895000000000003 -0.083564999999999987 0.088325000000000015 -0.083329999999999987 0.085110000000000005 0.10045500000000002 0.11561500000000001
decision_type=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 10 9 14 12 -12 -8 -14 -9 -10
right_child=-2 -3 -4 4 5 -7 7 8 15 -11 11 -13 13 -15 -16 -17
leaf_value=-0.00050973902460108391 -0.00061268008619001237 -0.00044841432881007726 0.00068377638322376737 0.00047656474425474183 -0.0005063340761280109 -0.00055406420876727663 0.0006706561858453524 0.00067617640703400146 -0.00035356784612000712 -0.00014103848466364848 -0.00078489604738552821 0.00013911475895470561 -0.00046931482504462667 0.0002888513822776708 0.0012959602692129359 0.00019064579519303572
leaf_weight=0.0011225550798320645 0.0010172832042932836 0.0011630873363825565 0.0010356955933699527 0.0017164989641328529 0.0013554036280117804 0.0011585960857689584 0.0010987761750081981 0.0012076535661814762 0.0011032529163159666 0.0010500146256822163 0.0018838628710248365 0.0013797793856738516 0.0013908558649932991 0.0017846467015949496 0.0011658448471565282 0.0012307972510501126
leaf_count=359 138 528 52 331 125 75 138 175 66 98 500 453 437 122 250 63
internal_value=0 2.11607e-05 4.89066e-05 1.36474e-05 4.71708e-05 5.49762e-07 4.44088e-05 0.000100554 0.00035153 0.000636593 -9.11444e-05 -0.000394249 0.000140293 -4.3222e-05 0.00098061 -6.65917e-05
internal_weight=0 0.0208473 0.0196842 0.0186485 0.017526 0.0158095 0.0146509 0.0132955 0.00575756 0.00342351 0.00753792 0.00326364 0.00427428 0.0031755 0.0023735 0.00233405
internal_count=3910 3772 3244 3192 2833 2502 2427 2302 652 523 1650 953 697 559 425 129
is_linear=0
shrinkage=0.00142833


Tree=2300
num_leaves=19
num_cat=0
split_feature=14 124 484 3 43 52 52 160 1 47 0 0 376 15 4 1 133 0
split_gain=0.000213306 0.000209671 0.00019948 0.00019657 0.00019414 0.000260053 0.000297047 0.000259991 0.000226805 0.000323564 0.000375999 0.000180927 0.000177773 0.000167459 0.000229223 0.000220949 0.000149713 8.69834e-05
threshold=0.073890000000000011 -0.061329999999999989 -0.0043499999999999988 -0.15464999999999998 -0.079109999999999986 0.084240000000000023 -0.23375999999999997 0.091575000000000017 0.12864500000000004 0.09252500000000001 -0.083424999999999985 0.10302000000000001 0.083705000000000016 0.035895000000000003 -1.0000000180025095e-35 0.095575000000000007 -0.088354999999999989 -0.084074999999999997
decision_type=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 -5 8 9 10 13 -12 -1 14 -6 -16 -15 -8
right_child=-2 2 3 4 7 -7 17 -9 -10 -11 11 -13 -14 16 15 -17 -18 -19
leaf_value=3.1261729732171029e-05 -0.00072731499182816372 -0.00060995178402889396 0.00050545609444942847 -0.00087083376584193187 0.0010272494182432352 -0.0010015598698220685 -0.00012956671076042029 -0.00054137574937305956 0.00074178496606886217 -0.0005898907719801979 -0.00072895018656272763 0.00014097483797784213 0.00094955584581659161 0.00043871398614118057 -0.00021937351892050398 0.00068339719323918179 -0.00041050266141325292 0.00040150376658498808
leaf_weight=0.0010668364545682882 0.0010278326020674569 0.0014247215222364376 0.0017516729045214561 0.0010057609498989317 0.0015944364406448586 0.001064531720666631 0.001658440756862202 0.0016108516831509221 0.0013520891413490868 0.0016307700158386404 0.0013789402354712869 0.0010452385555340775 0.001030870235555004 0.0010143078462624411 0.0012331109410221794 0.0014874985803197127 0.0010514403915226969 0.0014268857351929778
leaf_count=159 135 567 174 156 117 284 228 102 144 147 737 28 142 144 153 75 244 174
internal_value=0 6.41914e-06 -3.95414e-05 4.80119e-07 -4.71936e-05 -0.000307242 -0.000126575 5.28692e-05 0.000134075 5.53381e-05 0.000174841 -0.000353863 0.000482536 0.000375705 0.000552468 0.000274218 6.47318e-06 0.00011604
internal_weight=0 0.0238284 0.0217307 0.020306 0.0185543 0.00515562 0.00409109 0.0133987 0.0117878 0.0104357 0.00880497 0.00242418 0.00209771 0.00638079 0.00431505 0.00272061 0.00206575 0.00308533
internal_count=3910 3775 3474 2907 2733 842 558 1891 1789 1645 1498 765 301 733 345 228 388 402
is_linear=0
shrinkage=0.00157699


Tree=2301
num_leaves=20
num_cat=0
split_feature=14 1213 1456 11 3 1 2 13 2 3 39 13 0 52 4 47 13 13 15
split_gain=0.000531563 0.000390112 0.000161212 0.000187504 0.000295282 0.000184334 0.000325787 0.000309982 0.000280954 0.000261058 0.000254617 0.000235802 0.00021534 0.000208432 0.000170518 0.000161729 0.000159111 0.000153634 9.19568e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 0.085990000000000011 0.10393500000000001 -0.084084999999999979 0.097940000000000013 0.11265500000000002 0.005105000000000001 0.0015650000000000002 -0.10575999999999998 0.024145000000000003 -0.00027999999999999998 0.081905000000000019 -0.0024749999999999993 0.068400000000000002 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 17 6 8 15 11 10 12 14 18 -11 -6 -7 -14 -4 -9
right_child=-2 2 3 -5 5 7 -8 9 -10 13 -12 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=-0.00098101778226003565 -0.0011734078755742212 -0.00059629449466092196 0.0011959658057108058 -0.00054505952353009338 -0.00073501693246113783 0.0011592192892794912 -0.00089002924871672882 3.4751072942767743e-06 0.00083584845011721264 -0.00078001880596398766 0.00084979627437826771 0.00050327386166395627 0.00016922066537429983 0.00013117695850942319 0.00010987058455460427 0.00026754963582908546 -0.0007250261669046414 0.00034492366287614391 0.00065375501444092871
leaf_weight=0.0010695575663607964 0.0011248966710475919 0.0010020854974237573 0.0010232015865947837 0.0012264559340415806 0.001846742148217703 0.0012696786200275039 0.0014138784198653859 0.0010619224857819631 0.0010229446005793896 0.0016143207800358716 0.001545872883637233 0.0011184533789664816 0.0010593642802858303 0.0013375299254221318 0.001117041355255758 0.0011116182604920689 0.0012805498205418781 0.0015610484954071691 0.0015710835378897068
leaf_count=578 126 312 89 123 717 246 240 33 106 92 229 136 281 28 166 78 151 112 67
internal_value=0 2.69053e-05 7.34047e-05 0.000103659 0.000141627 6.56291e-05 -0.000164922 0.000192442 3.58965e-05 5.40151e-05 0.000244724 -0.000164559 5.66324e-05 -0.000367142 -0.000416581 0.000742977 -0.000320168 0.000681883 0.000391489
internal_weight=0 0.0242533 0.0231838 0.0221817 0.0209553 0.018371 0.00651906 0.0118519 0.00510518 0.00947064 0.00651879 0.00408224 0.00497292 0.00295185 0.00296378 0.0023813 0.00233991 0.00258425 0.00263301
internal_count=3910 3784 3206 2894 2771 2570 1365 1205 1125 881 761 1019 532 120 883 324 432 201 100
is_linear=0
shrinkage=0.00170698


Tree=2302
num_leaves=17
num_cat=0
split_feature=1213 14 11 124 13 1 132 133 2 52 15 47 12 16 48 0
split_gain=0.000508718 0.00029981 0.000188553 0.000163756 0.000196861 0.000334332 0.000311877 0.000197984 0.000188108 0.000187234 0.000235817 0.000198221 0.00019075 0.00026188 0.000177204 8.08495e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.061329999999999989 -0.094679999999999986 0.10521500000000002 0.079995000000000011 0.084285000000000013 0.10393500000000001 -0.0066199999999999991 -0.053579999999999996 0.09252500000000001 0.093375000000000014 -0.19424999999999998 0.086215000000000014 -0.088084999999999983
decision_type=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 9 -5 10 14 12 13 -11 -6 -15
right_child=1 -3 -4 4 6 -7 -8 -9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-0.0010344339550285963 0.00050323300906322333 -0.0007395076128699317 -0.00048485853696499321 0.00035608005069597015 0.00027463251753123436 0.001019999998764913 0.00068219161667380551 -0.00064996660675859875 -0.00040484853001562196 -0.00022367355835901695 -0.00071196691493734243 -0.00031257084830225664 -0.00032534388572589499 0.00081201769456665717 -0.00043353787357368041 0.00035765107181660671
leaf_weight=0.0010086806213368193 0.0018817990328535523 0.0010440914796321634 0.0012697210465635314 0.0019084553850910969 0.0017714501417395515 0.0011019565110650456 0.0012020773253855069 0.0012283839853333691 0.001079670810940736 0.0011455380611451339 0.0016212149281249807 0.0017711071882383911 0.0010051019493864527 0.0016566737526237194 0.0013006403949695974 0.0016682694405036821
leaf_count=592 289 119 125 124 172 164 217 861 40 94 274 133 193 104 95 314
internal_value=0 2.29862e-05 5.98227e-05 9.38204e-05 5.20864e-05 0.00033409 -2.81767e-05 -9.30228e-05 8.11411e-05 -3.57245e-05 -0.000262423 0.000111096 0.000248134 0.000377069 -2.51878e-05 0.000584042
internal_weight=0 0.0226562 0.0216121 0.0203423 0.0184605 0.00409008 0.0143705 0.0131684 0.00298813 0.01194 0.00469331 0.00724669 0.00547558 0.00447048 0.00307209 0.00332494
internal_count=3910 3318 3199 3074 2785 328 2457 2240 164 1379 541 838 705 512 267 418
is_linear=0
shrinkage=0.00145689


Tree=2303
num_leaves=18
num_cat=0
split_feature=14 11 13 124 13 2 132 4 50 13 52 4 151 52 52 13 1
split_gain=0.000352045 0.00014988 0.000162969 0.000240979 0.000268986 0.000310452 0.000197701 0.000165822 0.000169833 0.000224294 0.000261373 0.000192883 0.00021839 0.000187088 0.000136087 6.89024e-05 4.63746e-05
threshold=0.073890000000000011 0.088315000000000018 -0.52445999999999982 -0.061329999999999989 -0.094679999999999986 0.099990000000000009 0.079995000000000011 -0.23071499999999998 0.082725000000000007 -0.0016149999999999999 0.0033900000000000002 -1.0000000180025095e-35 -0.0088999999999999982 -0.088779999999999984 -0.07125999999999999 1.0000000180025095e-35 0.096630000000000008
decision_type=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 13 11 -11 -13 -9 -14 -12 -16
right_child=-2 -3 3 4 6 -7 -8 8 -10 10 15 12 14 -15 16 -17 -18
leaf_value=-0.00056835643872147062 -0.00093039241010364618 -0.00052572080811099612 0.00073241333735105888 -5.3564574040765298e-06 -0.00060416532791988812 0.00095267775055496516 0.00055470224329627594 4.8361474327350475e-05 -0.00063919497930280654 0.00044511214781494383 0.00094068810419416758 -0.00087044071101567233 -0.0004407758141447068 -0.00082563966676217724 1.1237901759928045e-05 0.00034685189737404271 0.00049627336167555375
leaf_weight=0.0010388720332993829 0.0010702539336596975 0.0012220973340717469 0.0014922240637499111 0.0019325915694628727 0.0016092484524027921 0.0017216554332333822 0.0013231273848520542 0.001299249056264897 0.0011621888958348479 0.0017317681332960459 0.0010860909481817949 0.0010108730653095865 0.0012017694360074715 0.0013385033884238933 0.001077264630193496 0.0010198566050433691 0.0010457140475746973
leaf_count=53 135 125 270 197 172 159 266 259 534 170 45 72 54 1112 50 193 44
internal_value=0 3.28979e-05 6.52665e-05 9.80936e-05 4.7094e-05 0.00044601 -5.07036e-05 -0.000109679 -4.32179e-05 2.08495e-05 0.000155101 -1.77537e-05 -0.000202635 -0.000395142 4.07645e-07 0.000653108 0.000250151
internal_weight=0 0.0223131 0.021091 0.0200521 0.0185599 0.00365425 0.0149057 0.0135825 0.0119733 0.0108111 0.00817334 0.00606739 0.00433562 0.00263775 0.00332475 0.00210595 0.00212298
internal_count=3910 3775 3650 3597 3327 356 2971 2705 2533 1999 628 390 220 1371 148 238 94
is_linear=0
shrinkage=0.0016407


Tree=2304
num_leaves=13
num_cat=0
split_feature=41 158 159 16 39 42 52 49 42 2 1 4
split_gain=5.24385e-05 9.20095e-05 9.44419e-05 6.99854e-05 8.50618e-05 0.00011826 9.08463e-05 0.000210966 9.62572e-05 8.30985e-05 0.000104297 7.72681e-05
threshold=0.078150000000000011 0.084965000000000027 0.088320000000000023 0.41476000000000007 0.005105000000000001 0.091735000000000025 -0.0066199999999999991 -0.045004999999999996 -1.0000000180025095e-35 0.10571000000000001 0.10937500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 11 -11 -10
right_child=-2 -3 -4 -5 -6 -7 8 -9 9 10 -12 -13
leaf_value=0.00045621168736759084 -0.0015378494525711431 -0.0019340934970906111 0.0021391664456873877 0.0014146026789676582 0.0014862902597163013 -0.0025195656596652002 -0.0014617112739340736 -0.0035293740754239818 0.0024519101142541182 -0.0018857292324004069 0.0011901919199047975 0.00030977515875479152
leaf_weight=0.0016116080187554005 0.0010485403062758239 0.0010424394894020519 0.0011815419822529755 0.0016702866130419514 0.0014323937612066582 0.0011065179149305536 0.0011928747161665714 0.0011127021709733172 0.0017669475629330696 0.0010764599945595199 0.0011094672163919767 0.0015815760646206408
leaf_count=153 201 396 265 237 280 485 692 452 383 70 95 201
internal_value=0 8.76617e-05 0.000229658 6.4502e-05 -0.000123567 -0.000341972 -8.70378e-05 -0.00117164 0.000352184 0.000743144 -0.000324546 0.00144014
internal_weight=0 0.0158848 0.0148424 0.0136608 0.0119905 0.0105582 0.00945164 0.00272431 0.00672733 0.00553445 0.00218593 0.00334852
internal_count=3910 3709 3313 3048 2811 2531 2046 605 1441 749 165 584
is_linear=0
shrinkage=0.00704007


Tree=2305
num_leaves=19
num_cat=0
split_feature=14 124 12 43 16 14 13 48 1 42 47 13 48 43 52 4 4 13
split_gain=0.000250258 0.000152577 0.000256727 0.000178387 0.00027142 0.000212836 0.000311588 0.00025094 0.000381747 0.000331347 0.000311608 0.000201251 0.000161878 0.000168204 0.0001454 0.000125972 0.000109145 6.52915e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 -0.17307499999999998 0.15100500000000003 -0.13131999999999996 -0.23438999999999996 0.12862000000000004 0.10113500000000002 0.086325000000000013 0.082465000000000024 -0.060719999999999989 0.086935000000000012 -0.0037249999999999996 -0.23375999999999997 -1.0000000180025095e-35 -0.078484999999999985 0.18622000000000002
decision_type=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 -5 -7 8 9 12 -10 14 13 -8 -6 16 -15 -1
right_child=-2 -3 -4 4 11 6 7 -9 10 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.00081807049681969666 -0.00083336883047483161 0.00062361057819483123 -0.00081029617004046257 -0.00051865158837279023 0.00026738082067690854 0.001059825212347949 -0.00020634657446861129 -0.00069028947237018351 0.0011732842087892588 -0.00073546267780494454 5.2964154518586009e-06 -0.0010896474550958967 -0.0003834547358353894 0.00030653872671816451 -0.00059504272445472348 -3.2957447913295195e-05 0.00098129431656672722 0.00021833039854844181
leaf_weight=0.0010142822633780772 0.0010322063990648713 0.0011802709204390615 0.0010992310859529271 0.0015489879147541257 0.0011019523341335574 0.0010130880165368063 0.0015622802920843134 0.001133567941082215 0.0016519466311081575 0.0015699821751977774 0.0011146534476591495 0.0010229166316841716 0.0014021278711837462 0.0013754446021822242 0.0011791194671552097 0.0010989595279234073 0.0014192419312238636 0.0011052938885474164
leaf_count=61 135 40 173 137 175 138 763 64 292 877 61 280 159 144 78 96 113 124
internal_value=0 2.612e-05 -6.81314e-06 3.66653e-05 -1.79321e-05 8.02767e-05 0.000149815 7.50338e-05 0.00015253 -2.80712e-05 0.000702706 -0.000460536 0.000133869 0.000266816 -0.000178419 0.000456668 0.000649204 0.000505324
internal_weight=0 0.0225933 0.0214131 0.0203138 0.0181943 0.0148903 0.0133413 0.0123282 0.0111946 0.00842804 0.0027666 0.00330399 0.00685805 0.00545593 0.00228107 0.00389365 0.00279469 0.00211958
internal_count=3910 3775 3735 3562 3377 2844 2707 2569 2505 2152 353 533 1275 1116 253 353 257 185
is_linear=0
shrinkage=0.00170698


Tree=2306
num_leaves=13
num_cat=0
split_feature=0 1 2 12 47 50 1 48 16 16 4 15
split_gain=5.40616e-05 0.000147033 0.000115144 0.000107519 7.69335e-05 0.000137428 0.000130376 0.000130361 0.000153548 0.00014597 9.53773e-05 3.02312e-05
threshold=0.047345000000000005 1.0000000180025095e-35 0.106285 0.086865000000000012 0.09252500000000001 0.088425000000000017 0.11561500000000001 0.086215000000000014 0.050115000000000007 -0.092424999999999993 0.05309500000000001 -0.0089749999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 7 -6 8 10 -9 11 -3
right_child=2 4 -4 -5 6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.0034242738921895252 -0.00043341056101205177 0.00047915752932207231 0.0029573949505413599 -0.00049175183395158608 -0.0030722205880699695 -0.0018829174549909926 0.00040441495783416178 -0.0025812154014739725 -0.00076625628936905724 0.0014993921076453308 0.00403167343137204 0.0023859763389741319
leaf_weight=0.0013248831695271634 0.0014413911939638356 0.0010237214365264053 0.0011175714896680053 0.0019317350797132152 0.0010730055597546204 0.0011769097018976687 0.001841802002088137 0.0011082505324981895 0.0011401542433468539 0.00109590525863415 0.0015839368501696467 0.0010677147149466054
leaf_count=721 185 112 115 1178 180 346 142 66 189 166 286 224
internal_value=0 -0.000203333 0.00104745 -0.00168478 0.000230863 0.000624267 -0.000875412 0.00104462 0.00177558 -0.000552339 0.00256409 0.00145262
internal_weight=0 0.014368 0.00255896 0.00325662 0.0111114 0.00819659 0.00291481 0.00701968 0.00481553 0.00220416 0.00367537 0.00209144
internal_count=3910 3610 300 1899 1711 1389 322 1043 811 232 622 336
is_linear=0
shrinkage=0.00792826


Tree=2307
num_leaves=17
num_cat=0
split_feature=14 150 15 158 159 15 133 52 457 4 16 15 13 52 15 16
split_gain=0.000345861 0.000125472 0.000123873 0.000248037 0.000163616 0.000172347 0.000166722 0.000187514 0.000207266 0.000223738 0.000185525 0.000197038 0.00033152 0.00032342 0.000226754 0.000167667
threshold=0.073890000000000011 -0.096234999999999987 -0.26361999999999991 0.084965000000000027 0.073745000000000019 -0.11739999999999999 0.10681500000000001 -0.27466499999999994 -0.0015249999999999997 0.24280000000000004 0.22945500000000005 -0.074174999999999977 -0.09547499999999999 0.086950000000000013 -0.095799999999999982 -0.083564999999999987
decision_type=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 10 11 14 -13 15 -10 -14
right_child=-2 2 3 -5 -6 6 -8 8 9 -11 -12 12 13 -15 -16 -17
leaf_value=0.0004698940321539781 -0.00085901794836267182 0.00041167065304234654 -0.00054708293678819883 -0.00075966192258276313 0.00044322983453954799 -0.00042581289780682641 -0.00058874658205862202 -0.00053336445686385787 -0.00014279351386335036 0.0008306993798124126 0.0005505829440474603 0.00054915954730886697 0.00025809466774214023 -0.0010028471612701861 0.00078294468779180923 -0.00046243397800734953
leaf_weight=0.0013796965014639664 0.0010604165942943436 0.0015324757611086459 0.0014194593979466969 0.0010298672795452024 0.0017662726465823 0.0016599578850379866 0.0010058216965849404 0.0010234002879536781 0.0011111700776216954 0.0010923296958818282 0.0017681238339823943 0.0011994020077181191 0.001569126540000799 0.0012442486960655974 0.0013421904012349646 0.0014076175705740367
leaf_count=84 135 283 195 316 313 357 443 180 97 118 67 88 198 435 251 350
internal_value=0 2.76691e-05 -2.57838e-06 -3.66374e-05 5.64855e-06 -4.31361e-05 6.45918e-06 5.10776e-05 0.000118406 0.000180546 0.00010689 7.25419e-06 -0.000154062 -0.000353883 0.000363662 -8.26228e-05
internal_weight=0 0.0215512 0.0201715 0.018639 0.0176091 0.0158428 0.0144234 0.0134176 0.0117576 0.0107342 0.00964188 0.00787376 0.00542039 0.00422099 0.00245336 0.00297674
internal_count=3910 3775 3691 3408 3092 2779 2584 2141 1784 1604 1486 1419 1071 983 348 548
is_linear=0
shrinkage=0.00151575


Tree=2308
num_leaves=18
num_cat=0
split_feature=14 11 3 159 159 160 124 12 457 2 133 0 16 0 0 0 15
split_gain=0.000277846 0.000141742 0.000203101 0.000187551 0.000174012 0.000111592 0.000143676 0.0001595 0.000140298 0.000204326 0.000306937 0.000294117 0.000220772 0.000140989 0.000234541 0.000177089 6.7852e-05
threshold=0.073890000000000011 0.088315000000000018 -0.15002999999999997 0.10519500000000001 0.073745000000000019 -0.217635 0.0040150000000000003 0.10700500000000002 -0.0015249999999999997 0.11230000000000001 -0.0023199999999999996 -0.14070999999999997 -0.15168999999999996 -0.23029999999999998 -0.07773999999999999 -0.053834999999999994 -0.089024999999999979
decision_type=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 -7 10 -10 -11 -12 -14 16 -16 -15
right_child=-2 -3 3 -5 -6 6 -8 -9 9 11 12 -13 13 14 15 -17 -18
leaf_value=0.00065888624806900535 -0.00087992965226379386 -0.00055692005400111318 -0.00054585357295398494 -0.00070296118447279749 0.00057633858136237417 -0.00049275456543093415 0.00065441099939238115 -0.00059264856551434248 -0.00045434670860285131 -0.00095505968286915398 0.00091634297647881166 0.0003015747994492494 0.00069326934754222584 -4.7248323302127717e-05 0.00096554183784120016 6.2922573323263896e-05 -0.00064116719954645726
leaf_weight=0.0015112002301077279 0.0010388840570794136 0.0011592243007392247 0.0010385308409302752 0.0010210654371734613 0.0016559808522353938 0.0012773898736896565 0.0010104601668646527 0.0012556353225819912 0.0016684327965848017 0.0011625974209054559 0.0016058719039708721 0.0010178136816270883 0.0013600866745324697 0.0011596678342865024 0.0010379990916284665 0.0016246153960033927 0.0010847796220227086
leaf_count=143 135 125 314 285 296 229 63 219 678 77 126 179 33 158 305 114 431
internal_value=0 2.37701e-05 5.66193e-05 8.66879e-06 4.91268e-05 -4.42194e-06 3.24127e-05 -1.16778e-05 4.44399e-05 0.000102981 0.000210715 -0.000368464 0.000351653 0.000206959 7.21693e-05 0.000414802 -0.000334299
internal_weight=0 0.0216514 0.0204921 0.0189809 0.0179599 0.0163039 0.0152653 0.0142549 0.0129993 0.0117219 0.00954145 0.00218041 0.00787302 0.00626715 0.00490706 0.00266261 0.00224445
internal_count=3910 3775 3650 3507 3222 2926 2612 2549 2330 2101 1845 256 1167 1041 1008 419 589
is_linear=0
shrinkage=0.00170698


Tree=2309
num_leaves=21
num_cat=0
split_feature=1213 14 38 124 48 40 2 2 457 2 160 4 160 15 3 16 13 43 15 16
split_gain=0.00041682 0.0003116 0.000275895 0.000589742 0.000289078 0.000274642 0.000251538 0.000363242 0.000289718 0.000332806 0.000281416 0.000291427 0.00024764 0.000212518 0.000252762 0.000326933 0.00013346 0.000128265 0.000187845 0.000114784
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.12649500000000002 -0.062739999999999976 0.11542500000000001 0.11230000000000001 -0.0015249999999999997 0.106035 0.093550000000000008 -0.23071499999999998 0.031805000000000007 -0.040439999999999997 0.013395000000000002 -0.083564999999999987 -0.072479999999999989 -0.078644999999999979 -0.10192499999999999 -0.10486499999999999
decision_type=2 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 11 -10 13 17 15 16 -15 -13 -19 -8
right_child=1 -3 -4 4 -6 6 19 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21
leaf_value=-0.0011319785218424504 0.0011151381314067935 -0.00095667371372283052 -0.00087452991978270906 -0.0007333230701248607 -0.00071752530412093373 -0.00078820314353457422 0.0011417889042800086 -0.00091390372685806558 -0.00056170168880701594 0.0011221776526759608 -0.00076511393999062678 -0.0006780923210456286 0.00096184084180193474 0.0011658410993845346 0.0011246857750622941 -0.00037341063467889339 0.00023080057798223114 -0.00052011311428186414 0.00052107151846540886 0.00028604114676455278
leaf_weight=0.0011096508893522474 0.0018296912828461949 0.0010589016223891403 0.0010184585055908321 0.001311100588671745 0.0016625565697849778 0.0010666474908580361 0.0011301585031876643 0.0012017967470994559 0.0014804628653577899 0.0012465753615887179 0.0011142421586734378 0.0011180946387154139 0.0016899432639767278 0.0010300555612536844 0.001320577211026297 0.0018558995784927878 0.0010547639087730111 0.0010288085121178056 0.0013919182874335403 0.0010163475368311073
leaf_count=592 263 112 88 117 108 243 110 80 140 144 177 252 87 60 33 629 177 133 179 186
internal_value=0 2.47057e-05 6.70038e-05 0.000107723 2.28578e-05 8.42281e-05 0.000141407 6.44428e-05 0.000140802 0.000209945 0.000123038 0.000205709 0.000314013 0.000189607 0.000425094 0.000190653 0.00069278 -0.0001605 7.85682e-05 0.000736602
internal_weight=0 0.025627 0.0245681 0.0235496 0.0217199 0.0200574 0.0187463 0.0165998 0.015398 0.0143313 0.0130848 0.0119705 0.0104901 0.00880012 0.0052613 0.00394072 0.00208482 0.00353882 0.00242073 0.00214651
internal_count=3910 3318 3206 3118 2855 2747 2630 2334 2254 2011 1867 1690 1550 1463 899 866 237 564 312 296
is_linear=0
shrinkage=0.00184769


Tree=2310
num_leaves=19
num_cat=0
split_feature=1213 14 16 0 475 2 14 4 13 0 48 15 16 0 42 1 16 3
split_gain=0.000474873 0.00033162 0.000228047 0.000435254 0.000269863 0.000248586 0.000292897 0.000215261 0.000214421 0.00023029 0.000201017 0.00019343 0.000227252 0.000190739 0.000241176 0.000187329 0.000230666 0.000326856
threshold=-1.0000000180025095e-35 0.077685000000000018 0.10994000000000002 0.18055000000000002 -0.048844999999999993 0.14073000000000005 -1.0000000180025095e-35 -0.49269499999999994 -0.094679999999999986 -0.029849999999999998 0.084905000000000022 -0.106555 -0.30307999999999996 -0.017269999999999997 0.091230000000000019 0.094695000000000015 -0.089559999999999987 -0.082139999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 -6 -4 10 11 -8 -10 -13 14 -9 16 -14 -18
right_child=1 -3 3 -5 5 -7 8 13 9 -11 -12 12 15 -15 -16 -17 17 -19
leaf_value=-0.0010328286322682707 0.00082626831274965171 -0.00084746048095278418 -0.0010063458421586291 0.0007085483384444537 -0.00059198008378543777 0.00082010439051721914 0.00078400256239491103 -0.00077883798329062405 0.00037654464954728725 0.0006494477878061693 -6.9014354105222087e-05 -0.00077429245687641798 0.00020421678339565503 0.00028713132178934933 9.0576604425902837e-05 0.0003402778081530808 1.8399644563392828e-05 -0.0010969101929798586
leaf_weight=0.0010711964481323116 0.0012986349144284313 0.0010137020930396914 0.0010257509411952751 0.0010742390646782951 0.0015589770970049219 0.0010510416847520484 0.0018983044429137898 0.0018660348248688077 0.001853695641830683 0.0012017533149490103 0.0010125867196160293 0.0012802499174224546 0.0016654198966347122 0.0012646175160142556 0.0012898438614661334 0.0019313666462481005 0.0012595590943053313 0.0012528152289733932
leaf_count=592 349 112 154 15 83 158 146 248 245 110 85 102 255 64 148 196 457 391
internal_value=0 1.85639e-05 5.54735e-05 -0.000190861 0.00014851 9.33822e-05 4.217e-05 -0.000368264 0.000116192 1.27761e-05 0.000487271 -7.00015e-05 -0.000182021 -0.000220201 -0.000423498 -5.79036e-05 -0.00024198 -0.000537758
internal_weight=0 0.0247986 0.0237849 0.00652049 0.0172644 0.0159658 0.0149147 0.00544625 0.0133558 0.0104449 0.00291089 0.00924311 0.00738941 0.0044205 0.00315588 0.00610916 0.00417779 0.00251237
internal_count=3910 3318 3206 629 2577 2228 2070 614 1987 1756 231 1646 1401 460 396 1299 1103 848
is_linear=0
shrinkage=0.00154607


Tree=2311
num_leaves=13
num_cat=0
split_feature=41 133 0 43 43 15 160 52 2 4 15 4
split_gain=5.1788e-05 9.17834e-05 0.000123076 0.000112122 0.000242915 0.000140225 0.000104149 9.26977e-05 0.000123155 0.000186298 0.000132496 9.08472e-05
threshold=0.078535000000000008 0.10599500000000002 -0.017269999999999997 -0.079109999999999986 -0.06705499999999999 -1.0000000180025095e-35 -0.087309999999999985 0.06136500000000001 0.11230000000000001 0.0057500000000000008 -0.095799999999999982 -0.37626499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6 8 9 -8 -11 -4
right_child=-2 -3 11 4 6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0034618630799881154 -0.0021000353378163071 -0.0026665677167351425 0.00076106246962265583 0.0046676732043978665 0.0025305505015615743 0.00067990424328307722 -0.0024111978373085406 0.0015118692386320224 -0.0032548744035563663 -0.00069466257478561263 0.0039756667946861286 0.0043026432062885592
leaf_weight=0.0017300562575374243 0.0010131644091080352 0.001004241913140246 0.0017214720048057686 0.0010611018397564719 0.0011317020205979505 0.0012744727988422905 0.0018662694862644456 0.0015316148028181962 0.0016960944706831908 0.0010786507869761652 0.0011029854894030015 0.0010449473878495598
leaf_count=805 195 539 220 297 197 199 417 464 224 106 99 148
internal_value=0 0.000107932 0.000290765 -0.000110247 0.000395799 -0.00170499 -0.000143361 -0.000559281 -0.00111155 -0.000213478 0.00166655 0.00209881
internal_weight=0 0.0162436 0.0152394 0.0124729 0.00946842 0.00300453 0.00840732 0.00727562 0.005744 0.00404791 0.00218164 0.00276642
internal_count=3910 3715 3176 2808 1804 1004 1507 1310 846 622 205 368
is_linear=0
shrinkage=0.00947501


Tree=2312
num_leaves=13
num_cat=0
split_feature=47 123 50 12 1 42 52 133 15 15 48 51
split_gain=5.03766e-05 0.000104802 0.000144632 0.000124435 0.000132559 8.6836e-05 7.5424e-05 0.000107854 0.000124782 8.65414e-05 0.000140111 9.81001e-05
threshold=0.13177500000000003 0.083745000000000014 0.088425000000000017 -0.0089849999999999982 0.11561500000000001 0.091955000000000023 0.086950000000000013 0.083815000000000014 0.079360000000000014 -0.07142999999999998 0.086125000000000021 -0.031524999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 10 -5 -11
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.0027740639782432379 -0.0017306033050884749 0.0026411443729681362 -0.0028969507131854887 0.0016003465503157518 0.002599895104609552 -0.0023174354449732328 -0.0012285099596333153 0.0030567767753775501 -0.0025655929759952254 0.00012483504812138847 -0.0022007484463709417 0.0037051469470925635
leaf_weight=0.0010095120993453043 0.0012219509912920539 0.0011650079077069426 0.0012807062395647018 0.0015576526532293262 0.0018260703581706459 0.0010704699755504496 0.0019404366345912895 0.0012487441473613119 0.0010180248503420444 0.0011005942645316126 0.001420796541584779 0.0012550922678028721
leaf_count=217 84 302 637 156 230 443 564 395 361 201 146 174
internal_value=0 0.00011378 -8.61371e-05 0.00018156 0.000421451 4.65864e-05 0.000311813 0.000705042 0.000242724 0.000778695 -0.000212873 0.0020324
internal_weight=0 0.0158931 0.0147281 0.0134474 0.0124379 0.0106118 0.00954134 0.0076009 0.00635216 0.00533414 0.00297845 0.00235569
internal_count=3910 3826 3524 2887 2670 2440 1997 1433 1038 677 302 375
is_linear=0
shrinkage=0.00875344


Tree=2313
num_leaves=17
num_cat=0
split_feature=14 0 12 16 475 0 43 2 2 2 1 13 16 160 13 12
split_gain=0.000231382 0.00016745 0.00027782 0.000198905 0.000220252 0.000188928 0.000156716 0.000133334 0.000218594 0.000254679 0.000170715 0.000153732 0.000188492 0.000130507 0.000100589 0.000218009
threshold=0.064610000000000015 0.18055000000000002 0.11655500000000001 0.070590000000000014 -0.048844999999999993 1.0000000180025095e-35 -0.15109999999999998 0.089910000000000004 0.085255000000000011 0.082715000000000025 0.095575000000000007 -0.089899999999999994 -0.15595499999999998 0.088485000000000008 0.15641500000000003 0.092255000000000018
decision_type=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 -9 -13 -14 15 -5
right_child=-2 -3 -4 14 5 -7 7 11 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.00071895854056160211 -0.00072333120823423001 0.00060057996104823455 -0.00080645462023499722 -0.00077878229427474758 0.00058463558675339393 0.00068049641713035277 -0.00072595807961798296 0.00047200860260492342 -0.0008340860426801288 0.00059420701343039603 4.7901252823144501e-05 -0.00046910946033841701 -9.528737953833011e-05 0.00055312569723479932 0.0001532663056312058 -1.9703599484300404e-05
leaf_weight=0.0013135651706675808 0.0010569134443822866 0.001116565035225745 0.0010062595807513652 0.00169540660973204 0.0010163880074645247 0.0010668649758961276 0.0012615799111861566 0.0018571478854598339 0.0011419505550216008 0.0010282589276051635 0.0014816879609898699 0.0016781447918275657 0.0017729092922436204 0.00127595809078003 0.0011357725957275022 0.0019384083105312509
leaf_count=341 138 44 175 325 165 112 402 223 453 312 219 183 416 78 32 292
internal_value=0 1.73979e-05 -1.41043e-05 2.64423e-05 0.000114434 5.59635e-05 2.71986e-06 -4.87213e-05 -0.000241451 -6.20122e-05 -0.000307983 9.51048e-05 -5.29731e-05 0.000176075 -0.000248338 -0.000373862
internal_weight=0 0.0217869 0.0206703 0.019664 0.0148945 0.0135809 0.012514 0.0114976 0.00491348 0.00377153 0.00274327 0.00658416 0.00472701 0.00304887 0.00476959 0.00363381
internal_count=3910 3772 3728 3553 2904 2563 2451 2286 1386 933 621 900 677 494 649 617
is_linear=0
shrinkage=0.00154607


Tree=2314
num_leaves=16
num_cat=0
split_feature=14 52 376 47 1 157 16 48 52 15 0 15 52 0 1
split_gain=0.000277952 0.000134283 0.000222917 0.000186126 0.000183091 0.000250378 0.000213283 0.000277747 0.000242179 0.000174998 0.00014447 0.000194834 0.000126979 0.000125669 0.000120044
threshold=0.073890000000000011 -0.27466499999999994 0.048375000000000008 0.11603500000000001 1.0000000180025095e-35 -0.062769999999999979 -0.110495 0.091065000000000021 -0.081429999999999989 -0.095799999999999982 -0.084074999999999997 0.024640000000000006 0.092550000000000007 -0.084154999999999994 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 7 14 -8 -10 -3 12 -12 -11 -7
right_child=-2 2 -4 -5 5 6 8 -9 9 13 11 -13 -14 -15 -16
leaf_value=-0.00040714535238873807 -0.00086854723317706642 -0.00058633139434229313 0.00064205186113577752 -0.00063550763675660447 0.00081152079596082647 0.00038807619645195139 0.00055812306889111991 -0.00025661025910250291 -0.00075362386813675327 0.0002232636222643817 -0.00077065524541305118 0.00040592901288497436 5.0048341132519076e-05 -0.00046471442856467119 0.0011044913705662183
leaf_weight=0.0018133928845320722 0.0010121378922772059 0.0017586163443546275 0.0017326707609313608 0.0011576678562923428 0.0015252152348204104 0.0015759230309207459 0.0011662349355076327 0.001296843156266457 0.0015501007882587495 0.0017844633876684122 0.0010287307995814092 0.0017467023505723378 0.0010846675691019454 0.0012748198174469105 0.0011209864196559238
leaf_count=410 135 935 193 111 198 124 133 57 84 139 163 561 79 401 187
internal_value=0 2.87359e-05 6.86489e-05 1.36702e-05 5.81046e-05 0.000180914 8.24621e-05 0.000379822 -0.000123158 -0.000295531 -0.000188763 -7.6355e-06 -0.000349442 -6.34205e-05 0.000685858
internal_weight=0 0.021617 0.0198036 0.018071 0.0169133 0.0112946 0.00976937 0.00399375 0.00577562 0.00460938 0.00561872 0.0038601 0.0021134 0.00305928 0.00269691
internal_count=3910 3775 3365 3172 3061 1323 1125 368 757 624 1738 803 242 540 311
is_linear=0
shrinkage=0.00167351


Tree=2315
num_leaves=13
num_cat=0
split_feature=156 158 42 43 159 160 133 2 160 0 16 16
split_gain=4.94331e-05 0.000100892 0.000104455 0.0001254 0.000100859 0.000107758 0.000108279 0.000103794 0.00016034 0.000120419 0.00010724 7.84569e-05
threshold=0.091280000000000014 0.084965000000000027 -0.10770999999999999 -0.15648499999999999 0.073745000000000019 -1.0000000180025095e-35 -0.0023199999999999996 0.10571000000000001 0.087825000000000014 -0.070894999999999986 -0.15168999999999996 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 9 10 -8 -9
right_child=-2 -3 3 4 -6 6 7 11 -10 -11 -12 -13
leaf_value=-0.0021459396177791962 -0.0017247057621165708 -0.0022849813462303514 0.0025067958712530372 -0.0020905941266174382 0.0024777630994134449 -0.001687785669432262 0.0031231064980007336 -0.0018442201723013942 -0.0014105520439601988 0.0043001901120120721 -0.00025946164782572991 0.00065502302051699307
leaf_weight=0.0010896378918423726 0.0010408414408823027 0.0010875915663360802 0.0017076241192466859 0.0014884640966194062 0.0011226488985164379 0.0015809909633328111 0.001065853983330348 0.001493836560911615 0.0010399975092400468 0.0011915124679917838 0.0014424733172642822 0.0018249119467902888
leaf_count=202 347 407 181 652 245 681 92 158 137 180 454 174
internal_value=0 9.3608e-05 0.000265521 0.000453768 0.000167597 -6.54638e-05 0.00024724 0.000626867 0.00139483 0.0021834 0.00117788 -0.000469937
internal_weight=0 0.0161355 0.015048 0.0139583 0.0122507 0.011128 0.00963958 0.00805859 0.00473984 0.00369984 0.00250833 0.00331875
internal_count=3910 3563 3156 2954 2773 2528 1876 1195 863 726 546 332
is_linear=0
shrinkage=0.00808683


Tree=2316
num_leaves=20
num_cat=0
split_feature=14 150 160 124 16 475 43 13 160 50 133 2 3 160 3 12 1 52 2
split_gain=0.000343164 0.000184419 0.000184017 0.000200794 0.000333383 0.000247452 0.000237122 0.000212633 0.000166256 0.000205977 0.000145478 0.000170283 0.000233785 0.000195596 0.000190718 0.000174341 0.000212745 0.000142223 0.000130244
threshold=0.077685000000000018 -0.20684999999999998 -0.217635 0.10385500000000002 0.081265000000000018 -0.048844999999999993 -0.18906999999999999 -0.0073699999999999989 -1.0000000180025095e-35 0.099470000000000017 -0.0023199999999999996 0.11230000000000001 0.099570000000000006 0.091575000000000017 0.11265500000000002 0.087020000000000014 0.09112000000000002 -0.11051499999999999 0.087995000000000004
decision_type=2 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 17 -7 10 -10 12 13 15 -13 16 18 -8 -12
right_child=-2 2 3 -5 6 8 7 -9 9 -11 11 14 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00068184977234192262 -0.00090826489990838716 -0.00066075332489146891 0.00077886592804360746 0.00070776202569363127 0.0002992534310874732 -0.00050607397959681122 1.987972261885338e-05 -0.0011300311401816906 -0.00040088817745644452 0.00076704873646631251 0.00037523876803356206 0.00016934877197454675 0.00091325102422941645 -0.00052302236569937719 -0.00077130394355178931 -0.00014110735886575408 -6.6981584831566341e-05 -0.00072068281814950197 0.0011531809754179755
leaf_weight=0.0010242461182023979 0.0010173341627027757 0.0010083451226000828 0.0012606412270317379 0.001030280947923414 0.0010336030881745728 0.0012234835290446744 0.0014559841880359553 0.0011175337068160462 0.0015922341320599902 0.001062738742893741 0.0011079624556513071 0.0011296630150882132 0.0010585835202259822 0.0010116708727398449 0.0010200428307479553 0.0019630663057077502 0.0012528842787925855 0.0011577160482291182 0.0010353119917789755
leaf_count=42 126 402 311 44 52 358 247 270 697 167 123 125 61 149 92 369 154 78 43
internal_value=0 2.80684e-05 -3.04588e-06 2.9284e-05 -6.59437e-06 0.000110778 -0.00036915 -0.000554307 4.8195e-05 0.000103625 4.05133e-05 0.000113882 0.000226982 0.000112952 -0.000276994 0.000233006 0.000449252 -0.000308146 0.000751025
internal_weight=0 0.022546 0.0215217 0.0205134 0.0194831 0.0147183 0.00476484 0.00373123 0.0134576 0.0122342 0.0111714 0.00957919 0.00742948 0.0063709 0.00214971 0.00535923 0.00339616 0.0026137 0.00214327
internal_count=3910 3784 3742 3340 3296 2649 647 595 2338 1980 1813 1116 899 838 217 689 320 325 166
is_linear=0
shrinkage=0.00157699


Tree=2317
num_leaves=14
num_cat=0
split_feature=2 48 158 50 4 151 1 12 3 47 3 2 13
split_gain=5.50602e-05 0.000108077 9.92348e-05 0.000166286 0.000105688 8.16042e-05 0.000192593 0.000123537 0.000114123 0.000130086 0.000103323 0.000112876 8.85738e-05
threshold=0.14073000000000005 0.11930500000000001 0.084965000000000027 0.088425000000000017 0.27020000000000005 -0.024429999999999997 0.088675000000000018 -0.036459999999999992 0.11476000000000001 0.092255000000000018 -0.084014999999999992 0.087995000000000004 0.0024700000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 10 12 -12 -9
right_child=-2 -3 -4 -5 -6 7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0010344324992302006 0.0020146007138140357 -0.0029080130562408411 -0.0026502101049836564 -0.0029262004507307924 0.0028648688206288804 -0.0030324619846428067 0.004291915265408652 0.0019250436662728433 0.0029536494076795364 0.0020579260431705881 -0.0041152737706043373 -0.0005219416072761707 -0.0013478438549632342
leaf_weight=0.0010111355354511494 0.0010013503366760801 0.0010534222447606814 0.0010123369156461665 0.0012061570924550508 0.0013912637203199124 0.0010224949809760657 0.0011643611126215397 0.0014787780117373282 0.0010869216821881578 0.0016425617522566743 0.0011667712457675596 0.0017304675023311344 0.0011893251129985981
leaf_count=220 228 115 376 605 241 117 151 473 40 128 388 562 266
internal_value=0 -0.000142961 4.9905e-05 0.000243899 0.000540672 0.000259316 0.00181632 -0.000104227 0.000256733 -0.00014995 -0.000801586 -0.00196904 0.000466132
internal_weight=0 0.016156 0.0151026 0.0140902 0.0128841 0.0114928 0.0021755 0.00931732 0.00829483 0.0072079 0.00556534 0.00289724 0.0026681
internal_count=3910 3682 3567 3191 2586 2345 371 1974 1857 1817 1689 950 739
is_linear=0
shrinkage=0.00892851


Tree=2318
num_leaves=13
num_cat=0
split_feature=12 16 3 4 4 52 42 160 2 16 1 0
split_gain=5.62176e-05 0.000153268 0.000139403 0.000131081 0.000106941 0.00012987 0.000103323 9.76242e-05 0.000100123 9.36623e-05 9.69346e-05 8.05277e-05
threshold=0.051320000000000005 0.3935300000000001 -0.015794999999999997 -0.064054999999999987 -1.0000000180025095e-35 0.024145000000000003 0.091955000000000023 -1.0000000180025095e-35 0.099015000000000006 -0.094359999999999986 0.11183500000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 -4 -5 9 7 -2 11 -6 -11 -9
right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12 -13
leaf_value=0.0027089427682888659 -0.0019043927014058518 -0.0032670907852822288 -0.0022846261290870606 0.0027022419103890881 -0.002510035333265141 0.0021932453429003291 -0.0022054132951324725 -0.0012581954633403742 0.0025315103832689286 0.0015215329233992146 -0.0017135469608832309 0.0011528328714438514
leaf_weight=0.00141396015939119 0.0010002528150956438 0.0010799195045418861 0.0013082189653648157 0.0011136607524361922 0.001271540938309763 0.0012441526249968304 0.0011835547913974509 0.0015687374259345504 0.0014897576567999005 0.0013773752313162042 0.0010084369328251519 0.001957055417534154
leaf_count=229 700 303 176 140 192 131 576 539 171 102 81 570
internal_value=0 -0.000481875 0.000429852 -1.01829e-05 0.000484478 -1.94151e-05 -6.4087e-05 0.0003572 0.00080823 -0.000772114 0.000154127 8.00896e-05
internal_weight=0 0.00827928 0.00873735 0.00732339 0.00601517 0.00490151 0.00719936 0.0060158 0.00501555 0.00365735 0.00238581 0.00352579
internal_count=3910 2859 1051 822 646 506 2556 1980 1280 375 183 1109
is_linear=0
shrinkage=0.00792826


Tree=2319
num_leaves=18
num_cat=0
split_feature=14 1456 11 3 124 13 1 16 4 2 43 0 4 4 4 47 2
split_gain=0.000303074 0.000172814 0.00024198 0.00021997 0.000171429 0.000138786 0.000268811 0.000203539 0.000214074 0.000194239 0.00018291 0.000137611 0.000130607 0.000165923 0.000172802 0.000176748 7.24461e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.094679999999999986 0.08844500000000001 -0.41862999999999995 -0.23071499999999998 0.12068000000000001 0.052855000000000006 -0.230625 -0.083329999999999987 -0.034289999999999994 -1.0000000180025095e-35 0.092255000000000018 0.086915000000000006
decision_type=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 10 -7 -9 11 -6 -10 -13 -14 -15 16 -16
right_child=-2 2 -4 4 5 7 -8 8 9 -11 -12 12 13 14 15 -17 -18
leaf_value=-0.00065604147092853651 -0.00089667695208039239 0.00069241286600971565 -0.00069446074779394649 0.00051718589341581353 -0.00056262624684553142 -0.00070640448172849812 0.00087982613092325575 -0.00075143575979396522 0.00051460666280209416 0.00074248174489934232 0.00032950096284369847 0.00033823053241994268 -0.00081181302937625879 0.00031901997609860453 -0.00095576257079518681 7.9533618586392395e-05 -0.00032171170482271741
leaf_weight=0.001021946474467488 0.0010662199998952284 0.0015700139875182246 0.0011622586395780834 0.0018989132043821721 0.0011125456983538057 0.0013716306044368074 0.0013141121584530971 0.0010339245756150863 0.0011529106548238107 0.0010150001753813026 0.0015271074570373244 0.001541006816128814 0.0010538791282698598 0.0019302927949467032 0.001002123452713174 0.0018509787400779326 0.0010167367519732969
leaf_count=347 135 137 123 291 100 179 181 117 37 149 70 386 774 496 99 91 198
internal_value=0 1.63844e-05 4.82672e-05 9.06013e-05 4.03997e-05 -1.31024e-05 0.000261378 -9.67845e-05 -2.4681e-05 4.64555e-05 -4.65076e-05 -2.75361e-05 -0.00010199 -0.000200966 -8.99757e-05 -0.000293985 -0.000636442
internal_weight=0 0.0225754 0.0215534 0.0203912 0.0188212 0.0169222 0.00395377 0.0129685 0.0115969 0.0105629 0.00263965 0.00954793 0.00839502 0.00685401 0.00580013 0.00386984 0.00201886
internal_count=3910 3775 3428 3305 3168 2877 351 2526 2347 2230 170 2081 2044 1658 884 388 297
is_linear=0
shrinkage=0.00167351


Tree=2320
num_leaves=13
num_cat=0
split_feature=133 52 376 457 160 1 12 47 51 52 15 12
split_gain=5.62689e-05 8.67769e-05 0.000145082 7.73084e-05 0.00015826 0.000130917 0.000168826 0.000129147 7.44263e-05 0.000112363 8.98672e-05 0.000135761
threshold=0.10599500000000002 -0.27466499999999994 0.048375000000000008 0.088055000000000008 0.087825000000000014 0.12864500000000004 0.099370000000000014 0.09252500000000001 -0.07174999999999998 0.086950000000000013 -0.03231499999999999 0.086865000000000012
decision_type=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
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0019981473806675977 -0.0020421400616271674 -0.0014217406517861501 0.0033971556991419598 0.0022422782258262478 -0.0035923082511552492 0.0032556458373181659 -0.0033189129862704653 -0.0024394019800309092 0.0035455040239188254 -0.00081463444204845671 -0.0013143458656724729 0.0029876674248993235
leaf_weight=0.0015049036734443829 0.0011065955867524358 0.0011189569080901265 0.0012299883725730041 0.0012670832517283114 0.0010626454745380496 0.0010657807581790661 0.0012792354169511985 0.0012628358213749545 0.0018335760201185092 0.0017359467908576939 0.0012609837861871989 0.0012709757138184702
leaf_count=391 557 278 174 170 241 212 250 181 293 580 292 291
internal_value=0 0.000124245 0.000346236 6.1041e-05 -0.000171389 0.000164327 -0.000173155 0.000301209 0.000780535 0.00118441 0.00197933 0.000845149
internal_weight=0 0.0158929 0.014388 0.013158 0.0118909 0.0108283 0.00976251 0.00848328 0.00722044 0.00610148 0.00436554 0.00253196
internal_count=3910 3353 2962 2788 2618 2377 2165 1915 1734 1456 876 583
is_linear=0
shrinkage=0.00928922


Tree=2321
num_leaves=13
num_cat=0
split_feature=1 4 4 4 4 49 3 12 4 16 16 16
split_gain=4.97977e-05 0.00014359 0.000103268 0.000113317 0.000103454 0.00017648 9.54024e-05 0.000147226 9.10055e-05 8.72851e-05 0.000174505 7.37703e-05
threshold=0.085835000000000009 -0.083329999999999987 -0.08422499999999998 -0.0010999999999999996 0.022820000000000003 -0.045004999999999996 0.10856000000000002 0.092475000000000016 -0.034289999999999994 -0.083564999999999987 0.20277000000000003 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 8 -5 -6 7 -7 -4 -1 -11 -3
right_child=2 11 3 4 5 6 -8 -9 -10 10 -12 -13
leaf_value=0.0031911562917080862 -0.00240769574701269 -0.0038349776818450711 0.00066837681051646876 -0.0027802673533390103 0.0038929801698271644 0.0028062582868109889 -0.0020814967202944477 -0.0017607720440578325 0.0047465759098091155 -0.0030263688584265883 0.0024229248703294937 -0.00069051388039772284
leaf_weight=0.0010056852736120558 0.00116749441093321 0.0015537747205590759 0.0010834919869967818 0.0010427686093357202 0.0013241597737928172 0.0016760916469614594 0.0018001388284922919 0.0012427786443601763 0.0011303435959520792 0.0012063647839557295 0.001170727799486404 0.0014660063392067141
leaf_count=182 291 1004 375 143 114 243 156 144 244 323 51 640
internal_value=0 -0.000714716 0.000411047 0.000764912 0.000144521 0.000649203 -0.000261005 0.000861736 0.00275063 0.000707992 -0.000342569 -0.00230844
internal_weight=0 0.00640256 0.0104673 0.00929977 0.00708594 0.00604317 0.00471901 0.00291887 0.00221384 0.00338278 0.00237709 0.00301978
internal_count=3910 2200 1710 1419 800 657 543 387 619 556 374 1644
is_linear=0
shrinkage=0.010055


Tree=2322
num_leaves=19
num_cat=0
split_feature=14 150 160 123 133 484 13 48 43 3 0 51 47 13 1 4 4 2
split_gain=0.000358014 0.000177089 0.000205084 0.000210089 0.000222951 0.000221681 0.000208128 0.000208608 0.000201993 0.000162838 0.000281861 0.000244715 0.000168935 0.00020192 0.000325811 0.000152014 0.000112965 8.33918e-05
threshold=0.077685000000000018 -0.20684999999999998 -0.217635 1.0000000180025095e-35 0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.090405000000000013 0.070805000000000021 -0.10315499999999998 -0.053834999999999994 -0.09021499999999999 0.09252500000000001 -0.0019849999999999994 0.089455000000000021 0.05309500000000001 -0.0037349999999999992 0.10274500000000002
decision_type=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 17 11 -11 13 16 -15 -16 -13 -8
right_child=-2 2 3 -5 -6 6 9 -9 -10 10 -12 12 -14 14 15 -17 -18 -19
leaf_value=0.00074657857461930973 -0.001018310554939195 -0.00075389134036943416 -0.00068466034495952332 0.00060431642278762092 -0.00073772154000845667 0.00028436912073317435 0.00010621772023426213 -0.00013327093476839683 0.0012224665945259274 0.00079741414579036164 -0.00078749261208970291 -0.00085437359797011425 -0.00076749540618788192 0.00080861842777608267 -0.00064412191001791193 0.00025662307261383897 -3.3635656649061202e-05 0.00073916256602133909
leaf_weight=0.0010226795416059522 0.0010150606088790278 0.001027922768622804 0.0012013863726044764 0.0018409725704370368 0.0012012025002819072 0.0015897179444147444 0.0015717726178538409 0.0013679145089374734 0.0012374560531427936 0.0010311557236721879 0.0016352589297401144 0.0010210263383042643 0.0010161121501730055 0.0016881939417604094 0.0011550100416201081 0.0011175574520017051 0.0010125420862809858 0.0010543070343113081
leaf_count=42 126 402 503 299 463 141 102 84 74 122 198 648 103 190 60 50 180 123
internal_value=0 3.84933e-05 5.22912e-06 4.285e-05 -1.18384e-05 3.7425e-05 9.00073e-05 0.000424905 0.000694975 -2.41869e-05 -0.000128536 5.46282e-06 -0.000111024 2.55745e-07 0.000229231 -0.000201172 -0.000445717 0.00036033
internal_weight=0 0.0227922 0.0217695 0.0207416 0.0189006 0.0176994 0.016498 0.00419509 0.00282717 0.0123029 0.00967686 0.0080416 0.00701044 0.00599433 0.00396076 0.00227257 0.00203357 0.00262608
internal_count=3910 3784 3742 3340 3041 2578 2075 299 215 1776 1551 1353 1231 1128 300 110 828 225
is_linear=0
shrinkage=0.00174112


Tree=2323
num_leaves=19
num_cat=0
split_feature=14 150 3 124 16 43 475 160 50 13 13 12 1 151 2 13 4 15
split_gain=0.000278042 0.000142242 0.000157313 0.000161666 0.000233718 0.000332002 0.000267517 0.000381552 0.000145408 0.000162883 0.00020185 0.000258356 0.000141261 0.00024454 0.000121247 9.73078e-05 5.02199e-05 3.71614e-05
threshold=0.073890000000000011 -0.20684999999999998 0.24227500000000002 0.11158000000000001 0.070590000000000014 -0.073139999999999983 -0.048844999999999993 -1.0000000180025095e-35 0.098445000000000019 -0.10023999999999998 -0.0038299999999999996 0.085845000000000019 0.090820000000000012 -1.0000000180025095e-35 0.096540000000000015 0.0024700000000000004 -0.41745999999999994 -0.099824999999999983
decision_type=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 14 -3 -8 9 -9 11 -11 15 -14 -6 -12 -7 -15
right_child=-2 2 -4 -5 5 16 7 8 -10 10 12 -13 13 17 -16 -17 -18 -19
leaf_value=0.00060194023344644417 -0.00080858740125982998 0.00072317608289361251 0.00055192117619095574 0.00054328299062446686 -0.0002770563093500829 -0.00059387865325713019 -0.00072123242285251226 0.0004534022915354492 0.00064198433812084183 7.3394020980518967e-05 0.00056986380569182856 -0.0010130544539283738 -0.00079824896124331833 0.00035816422012057293 0.00041834560516473796 -3.1263735044299016e-05 -0.0010751942752698028 -5.7126211852428668e-05
leaf_weight=0.0010104802961130579 0.0010448417854401473 0.0012613499559722 0.0011943329414362954 0.0011241217745815288 0.0015286386589511008 0.0010913490713161424 0.0017528727196388172 0.0017249893111120013 0.0010085487645820771 0.0010486280046422885 0.0016712618737068216 0.0011318363599444464 0.0010094484279308535 0.0010338635796184829 0.0010530657633088802 0.001117455685943184 0.0010653743823350039 0.0011124172943864918
leaf_count=42 135 326 177 38 196 181 656 103 160 384 112 670 90 38 133 237 168 64
internal_value=0 2.40589e-05 -3.84128e-06 -3.74748e-05 -7.2553e-05 -0.000374932 3.07292e-05 -3.85274e-05 7.16812e-05 1.32869e-05 -8.01534e-05 -0.00049056 7.03866e-05 -0.00015814 6.59504e-06 0.000328988 -0.000831638 0.000142919
internal_weight=0 0.02194 0.0209296 0.0197352 0.0186111 0.00473843 0.0138727 0.0126113 0.0108584 0.0098499 0.00812491 0.00218046 0.00594445 0.00315573 0.0025817 0.00278872 0.00215672 0.00214628
internal_count=3910 3775 3733 3556 3518 678 2840 2514 1858 1698 1595 1054 541 192 329 349 349 102
is_linear=0
shrinkage=0.00157699


Tree=2324
num_leaves=19
num_cat=0
split_feature=1213 14 11 3 124 16 13 16 124 42 13 2 157 2 2 1 4 2
split_gain=0.000420489 0.000285463 0.000162216 0.000214379 0.000229274 0.000193825 0.000249271 0.0002302 0.00018137 0.000225495 0.000213961 0.000159565 0.000178247 0.000239588 0.000135467 0.000211382 0.000314132 0.000129032
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.15121499999999996 -0.061329999999999989 0.10994000000000002 -0.094679999999999986 -0.41862999999999995 0.10385500000000002 0.091230000000000019 -0.123625 0.12238000000000002 -0.077534999999999979 0.097575000000000009 0.089910000000000004 0.095575000000000007 -0.078094999999999984 0.091525000000000009
decision_type=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 17 -8 9 10 -7 12 -9 14 15 16 -14 -6
right_child=1 -3 -4 4 5 8 7 11 -10 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0011124301293652021 0.00073768917686496834 -0.00086892612615386395 -0.0005495610474804555 0.00063913559248530267 0.00020102076355213433 -0.00034358775372172914 -0.00062909095313778724 0.00066854768417604082 0.00034831934387590722 0.0001564995503835287 -0.0013854900093847088 0.00069151705090560211 0.00018116839184430117 -0.00079525786125222173 0.00054356559678309124 0.00043668160026611098 -0.001004425449102276 0.0010571136811310031
leaf_weight=0.0010067565350205141 0.0015492497517659845 0.0010074572377856963 0.0011778503869042103 0.0018957123282900895 0.0010099318606077634 0.0014046526309741125 0.0015028097306624437 0.0010905118750704108 0.001001349542136154 0.0011203918992491423 0.001039801433103788 0.0012233586252785424 0.0014311692978674325 0.0012008248711173654 0.0013445145479195359 0.0014858174362551158 0.0012864675957842868 0.001131891049426223
leaf_count=592 140 119 125 285 107 30 173 235 14 153 289 96 387 181 262 140 419 163
internal_value=0 3.72712e-05 7.89657e-05 0.000114698 6.43476e-05 1.26639e-06 0.000111826 2.02981e-06 -0.00030641 -0.00049032 -0.000786783 0.000106685 1.54193e-05 -9.01172e-05 6.25063e-05 -9.13651e-05 -0.000380065 0.000653441
internal_weight=0 0.0229038 0.0218963 0.0207185 0.0191692 0.0172735 0.0127073 0.0105655 0.0045662 0.00356485 0.00244445 0.00906266 0.00783931 0.00674879 0.00554797 0.00420345 0.00271764 0.00214182
internal_count=3910 3318 3199 3074 2934 2649 2163 1893 486 472 319 1720 1624 1389 1208 946 806 270
is_linear=0
shrinkage=0.00174112


Tree=2325
num_leaves=13
num_cat=0
split_feature=15 158 159 15 49 52 133 51 133 42 15 2
split_gain=5.21494e-05 0.000116642 7.2048e-05 0.000103668 9.10446e-05 0.000132643 0.000130989 0.000121191 0.000108931 0.000174257 0.000196509 0.000126002
threshold=-0.24219999999999997 0.084965000000000027 0.073745000000000019 -0.11739999999999999 0.0062100000000000011 0.11401500000000002 -0.0023199999999999996 0.08955500000000001 0.099765000000000006 0.088235000000000022 1.0000000180025095e-35 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 10 11 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.001446809536959442 -0.0024834054295596901 -0.0028068667096602037 0.0017467150259083009 -0.0021921934814959688 0.0022279744498616585 -0.0029037209049888584 -7.8255890755013358e-05 -0.0020411442516802538 -0.0015817594306410901 0.0035963324384135262 -0.0022263998581146596 0.0029937492854533506
leaf_weight=0.0014620728718748649 0.0011417372822326724 0.0010109104490906339 0.0014463892836057918 0.0013679161278234526 0.0011522229923965699 0.0010436208289671392 0.0017131799136760779 0.0010671606044803938 0.0010172571982639683 0.0015797710129372838 0.0012705528285691728 0.0017807361992579068
leaf_count=317 221 346 344 656 439 376 177 129 325 153 156 271
internal_value=0 -0.000150474 3.37015e-05 -0.000154943 6.67382e-05 -0.000162983 0.000128985 0.000505697 0.000874901 0.00126881 0.000497065 0.00148745
internal_weight=0 0.0155915 0.0145805 0.0131342 0.0119924 0.0108402 0.00979657 0.00842866 0.0073615 0.00634424 0.00476447 0.00349392
internal_count=3910 3593 3247 2903 2682 2243 1867 1211 1082 757 604 448
is_linear=0
shrinkage=0.00808683


Tree=2326
num_leaves=12
num_cat=0
split_feature=16 13 12 0 1 133 52 49 151 2 4
split_gain=5.37464e-05 0.000131819 0.000127592 0.00010079 8.92405e-05 0.000117043 9.95498e-05 8.85567e-05 0.000105877 0.000200205 7.16899e-05
threshold=0.10994000000000002 0.15641500000000003 0.092255000000000018 -0.077944999999999987 1.0000000180025095e-35 0.08321000000000002 1.0000000180025095e-35 -0.081274999999999986 -0.044604999999999992 0.087995000000000004 -0.17479499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 -6 -9 -10 -5
right_child=1 -3 -4 10 6 -7 -8 8 9 -11 -12
leaf_value=-0.0042666118627662179 -0.0044211484412439968 0.0016712409605691497 -0.00028576007745416431 0.00012267575359477067 0.0025300707099869058 0.00053194268538708583 0.0026676829826321456 -0.0035035588283735463 -0.0022157395874231457 0.0024914656064409292 0.0035488601768839034
leaf_weight=0.0011286666582187429 0.0014081991705846009 0.0013882302204351812 0.0017727252386178843 0.0011054840003593691 0.0010169380367483355 0.0010159342512170441 0.0015787676143216439 0.0011606743339361431 0.0019879819420756673 0.0018209582386271 0.0015334769270828946
leaf_count=798 311 62 312 86 84 571 259 169 362 154 742
internal_value=0 -0.000965685 -0.0021165 0.000336276 -0.000146765 -0.00199345 0.000376731 -0.000227437 -0.000791709 3.46565e-05 0.0021136
internal_weight=0 0.00456915 0.00318092 0.0123489 0.00970992 0.0021446 0.00756532 0.00598655 0.00496961 0.00380894 0.00263896
internal_count=3910 685 623 3225 2397 1369 1028 769 685 516 828
is_linear=0
shrinkage=0.0102561


Tree=2327
num_leaves=13
num_cat=0
split_feature=133 42 123 43 131 4 14 1 48 3 3 15
split_gain=4.95678e-05 9.22268e-05 0.000204123 9.44226e-05 0.000109204 0.000115517 0.00011427 0.000121988 0.000221179 0.000113184 0.000123155 3.01189e-05
threshold=-0.085714999999999986 -0.10770999999999999 1.0000000180025095e-35 -0.17307499999999998 0.08844500000000001 -0.23071499999999998 -0.13131999999999996 0.094695000000000015 0.10990500000000002 0.084925000000000014 -0.082139999999999977 -0.072424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 9 11 10 -8 -9
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12 -13
leaf_value=0.0013604719949534398 -0.002649961469036679 0.0017435537854108007 0.0036754776695481547 -0.0022068787843765271 -0.0030025819526037461 -0.0024891185751743043 0.00028777930119323376 0.0045682249539154588 -0.0013632431578828323 0.0012688132017884574 -0.00347180546038833 0.0024663147819222854
leaf_weight=0.001737742299265317 0.0010291455485852618 0.0015011343016236032 0.0010371197744926978 0.0018437296748971708 0.0011933701857831979 0.0010477990990261548 0.0013223523754054226 0.0010056496307090899 0.0010359661228773742 0.001801998606493771 0.0012466710065428465 0.0010026526279847923
leaf_count=604 201 165 289 237 458 98 766 153 62 86 643 148
internal_value=0 -0.000170219 1.15687e-05 -0.000280703 -0.000544931 -0.000260373 0.000163683 0.000538531 0.00185746 -0.000380061 -0.00153664 0.00351884
internal_weight=0 0.0150676 0.0140384 0.0130013 0.0115002 0.0103068 0.00846309 0.00741529 0.00304427 0.00437102 0.00256902 0.0020083
internal_count=3910 3306 3105 2816 2651 2193 1956 1858 363 1495 1409 301
is_linear=0
shrinkage=0.00858181


Tree=2328
num_leaves=17
num_cat=0
split_feature=14 0 16 475 0 13 160 51 15 1 2 12 15 2 2 0
split_gain=0.000321311 0.000126368 0.000221597 0.000213901 0.000210013 0.000200202 0.000185023 0.000181441 0.000133669 0.000126632 0.000189081 0.000147544 9.05346e-05 0.000127867 0.000118515 5.08624e-05
threshold=0.073890000000000011 0.18055000000000002 0.081265000000000018 -0.048844999999999993 1.0000000180025095e-35 -0.094679999999999986 -0.030424999999999997 0.090935000000000016 -0.091274999999999981 0.12864500000000004 0.105395 0.092255000000000018 -0.106555 0.094010000000000024 0.083185000000000023 -0.084074999999999997
decision_type=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 12 -5 10 11 -4 -8 14 -14 -16
right_child=-2 -3 9 4 -6 6 7 -9 -10 -11 -12 -13 13 -15 15 -17
leaf_value=0.00076299810563254728 -0.00093689204814442664 0.00056760524657624195 -0.00068669692235916787 2.5013556886023402e-05 0.00073355869514112341 -0.00065311286162728467 0.0002559827602594514 0.0004838888464016755 0.00073848639147380531 5.7411408558305456e-05 -0.0011082644902415133 0.0001840776363376939 -0.00045079618450151514 -0.00072790173571500561 -8.9413852760973834e-05 0.00041323021081017232
leaf_weight=0.0012258633851479567 0.0010247021259819069 0.0011286171814284185 0.0010505128536572447 0.0016089176685763762 0.0011015291835838612 0.0016681985703496443 0.001176439895424871 0.0015008849071064603 0.0013545811256861712 0.0016548444629335829 0.0010182704084274533 0.0011324056487209098 0.0016618644478017443 0.0012361872964577747 0.0012519156969862822 0.0010257769713303572
leaf_count=352 135 44 222 160 126 503 227 140 168 76 237 146 433 283 339 319
internal_value=0 2.30308e-05 -8.21839e-06 9.34907e-05 3.30824e-05 -2.87205e-05 -0.00014695 -3.94281e-05 0.000351134 -0.000318457 -0.000512761 -0.000234976 -0.000163077 -0.000258328 -0.000110982 0.000136956
internal_weight=0 0.0207968 0.0196682 0.0148122 0.0135863 0.0124848 0.00952127 0.00785307 0.0029635 0.00485603 0.00320119 0.00218292 0.00635218 0.00517574 0.00393956 0.00227769
internal_count=3910 3775 3731 3050 2698 2572 2244 1741 328 681 605 368 1601 1374 1091 658
is_linear=0
shrinkage=0.00167351


Tree=2329
num_leaves=18
num_cat=0
split_feature=14 1 4 2 12 157 16 12 0 15 48 457 0 15 0 16 3
split_gain=0.000263065 0.000135087 0.000241368 0.000271311 0.000283201 0.00022679 0.000238926 0.000301545 0.000259712 0.000237005 0.0001899 0.000253987 0.000169874 0.000286057 0.00016374 9.01559e-05 5.12085e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.083329999999999987 0.106285 0.086935000000000012 -0.073574999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.07773999999999999 -0.064869999999999983 0.11930500000000001 -0.0034949999999999994 -0.10575999999999998 -0.095799999999999982 -0.18901999999999997 0.0015250000000000001 -0.053439999999999994
decision_type=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 8 -8 10 -9 11 -7 13 14 -13 -4 -11
right_child=-2 5 15 -5 -6 6 7 9 -10 16 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00032455353717725645 -0.00081256785397712311 0.00068229344107627093 -0.000711864280177921 0.00081146231254970312 -0.00077462894540817446 -0.00055174746541953592 0.00037364335096042863 -0.0011727366585600736 0.00097217173227970841 5.7527388414372565e-05 -0.00056018938076502107 -0.00027763494068542519 -9.3808846016534952e-05 0.0012116439787943592 0.00060824771148412055 -0.00015812158884161658 -0.0004727080118842365
leaf_weight=0.0014898363277726975 0.0010797982177328655 0.0017970322068868042 0.0019660385540568618 0.0011547401520708434 0.0011735818511857711 0.001020426686494603 0.001446822815343321 0.0011073407904953481 0.0011046605528302403 0.0010067391172542406 0.0010414649203773427 0.0010377845936480057 0.0015949989673337923 0.0012445240145627116 0.0013373252657928663 0.0014168882674692237 0.0010340551798986288
leaf_count=185 135 246 1162 29 221 43 165 135 293 256 56 53 266 100 91 386 88
internal_value=0 3.35003e-05 -0.000154438 0.000133957 -0.000159779 0.00012511 4.79468e-05 -0.000258743 0.000216089 -0.000549376 0.000101307 0.000211799 0.000361213 0.00056172 0.000221169 -0.000479937 -0.000211139
internal_weight=0 0.0219743 0.00720109 0.00381816 0.00266342 0.0147732 0.0129761 0.00459496 0.00838119 0.00314814 0.00727652 0.00623506 0.00521463 0.00361963 0.00237511 0.00338293 0.00204079
internal_count=3910 3775 1983 435 406 1792 1546 644 902 479 609 553 510 244 144 1548 344
is_linear=0
shrinkage=0.00167351


Tree=2330
num_leaves=20
num_cat=0
split_feature=1213 14 1456 453 11 3 1374 12 159 52 47 52 13 457 39 2 4 12 15
split_gain=0.000382631 0.000351881 0.000246018 0.000222271 0.000201787 0.000231572 0.000169873 0.000174258 0.00015434 0.000153603 0.000185611 0.000225149 0.000226701 0.000260515 0.000304734 0.000227712 0.000282953 0.000199424 7.06905e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 -0.15121499999999996 -0.049459999999999997 0.11655500000000001 0.10497500000000001 -0.40083499999999994 0.10783500000000001 0.10599500000000002 -0.091229999999999992 0.085130000000000025 0.005105000000000001 0.086915000000000006 -0.083329999999999987 0.085665000000000005 -1.0000000180025095e-35
decision_type=2 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 11 12 17 14 15 16 -14 -11 -17
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 18 -18 -19 -20
leaf_value=-0.001022147648116927 -0.00075045355034462783 -0.00094301631307082206 0.00079172787624556395 -0.0006250032170878625 -0.00054951107434046719 -0.00053484542215043759 -0.00033411586876304881 -0.00048277060898739669 -0.00041655121746882867 0.0001925783929746181 0.00080212307678314827 -0.00031291599660714765 0.00079302160571314618 0.00090941226220533195 0.00086556040767911901 -0.00019518120506917638 -0.00027079692303364823 0.0011384915874370605 -0.00078641223339439876
leaf_weight=0.0010466579664372066 0.0010144785471257007 0.0010341735976969737 0.0015573424124510965 0.0011449828071035109 0.0011471531283060435 0.0010479631830766492 0.0011654512019309551 0.001105238690013082 0.0010457112721777772 0.0010599586686232962 0.0017833499549635102 0.0018516042381783353 0.0012268401982084244 0.0011354672973837576 0.0010358219562858553 0.001023721591416768 0.0016312849859817825 0.0015184020044427537 0.0012677664082542117
leaf_count=592 312 112 138 90 121 80 215 121 196 150 97 365 179 94 185 283 316 60 204
internal_value=0 1.17158e-05 5.50923e-05 9.26685e-05 0.000132552 0.000172767 0.000118912 0.00015957 0.000204659 0.000248851 0.000299051 0.000222703 0.000322888 0.000172593 3.73348e-05 -0.000129259 0.000185843 0.000749629 -0.00052228
internal_weight=0 0.0237967 0.0227625 0.0217481 0.0206031 0.0194559 0.0178986 0.0168506 0.0157454 0.0146997 0.0135342 0.0117509 0.00989926 0.0073209 0.00618544 0.00514961 0.00285813 0.00257836 0.00229149
internal_count=3910 3318 3206 2894 2804 2683 2545 2465 2344 2148 1933 1836 1471 1261 1167 982 495 210 487
is_linear=0
shrinkage=0.00167351


Tree=2331
num_leaves=13
num_cat=0
split_feature=160 1 123 48 457 16 3 16 2 13 16 1
split_gain=5.22144e-05 7.20399e-05 0.00011726 9.34725e-05 8.8163e-05 8.65358e-05 0.000134557 0.000113451 0.000120275 0.00011287 0.000100821 4.45228e-05
threshold=-0.217635 0.14000500000000002 1.0000000180025095e-35 0.11379500000000002 0.088055000000000008 -0.083564999999999987 -0.077689999999999995 -0.0083999999999999995 0.106285 -0.083924999999999986 0.16388500000000003 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 -7 10 -2 -9 -8
right_child=1 -3 -4 -5 -6 7 11 8 -10 -11 -12 -13
leaf_value=-0.0021855968227274731 0.0045700222656459991 0.0026596369961524105 0.0028971465230276726 -0.0028757576030305925 0.0025550504334378404 -0.0031602806074905055 0.00037594648324090502 0.00035289759632658568 0.0022957174673277577 0.0002542164201240204 -0.0031454115932400615 -0.002563062790841549
leaf_weight=0.0010540651863970218 0.0011818895827099378 0.0010585031586627181 0.0012460166725296344 0.0013128879371993524 0.0011840343846426316 0.0018737778663582552 0.0010100563863326096 0.0018111993090296746 0.0013530463887115179 0.0012720367160487002 0.0015420107239856456 0.0010765593092685911
leaf_count=429 264 139 276 115 160 901 154 459 258 353 294 108
internal_value=0 0.000125196 -5.52936e-05 -0.000325445 -5.33298e-05 -0.00033105 0.000736712 -0.00106786 -0.000234768 0.00233285 -0.00125584 -0.00114039
internal_weight=0 0.015922 0.0148635 0.0136175 0.0123046 0.0111206 0.00454054 0.00658003 0.00470626 0.00245393 0.00335321 0.00208662
internal_count=3910 3481 3342 3066 2951 2791 879 1912 1011 617 753 262
is_linear=0
shrinkage=0.010055


Tree=2332
num_leaves=12
num_cat=0
split_feature=484 50 52 13 474 0 1 1 2 4 2
split_gain=4.77253e-05 9.11905e-05 0.000103871 9.35721e-05 0.000113935 0.000152926 0.000134812 0.000126815 0.000105659 9.73424e-05 0.000177871
threshold=-0.0043499999999999988 0.099240000000000009 0.11401500000000002 -0.10023999999999998 0.084655000000000022 -0.017269999999999997 0.11097000000000001 0.095575000000000007 0.097940000000000013 -0.083329999999999987 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 9 -2 -5 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0016439769104457211 -0.00036718406495314968 0.0025139036143492243 -0.0021088107909658857 0.00095155640285654326 0.0023023268235438875 0.0017849781707319364 -0.0028846824148534202 0.0014459651838969341 0.0027998337141542117 -0.0046570640270825522 -0.0003588551331231612
leaf_weight=0.0011389909570676182 0.001234483265364233 0.001000818119933875 0.0015098117855114447 0.0010351150595899459 0.0011076524024897375 0.0016388484285279796 0.0019159513668762845 0.0018108173908437594 0.0017089842155790722 0.0010651357322465512 0.0017015282488762537
leaf_count=612 130 300 376 374 249 239 205 206 165 398 656
internal_value=0 0.000104555 -5.9165e-05 0.000174944 -0.000196503 -0.000498425 -0.000995487 -0.000350579 0.00147159 -0.00120629 -0.00201362
internal_weight=0 0.0157291 0.0147283 0.0132185 0.010275 0.0091674 0.00752855 0.0056126 0.00294347 0.00380178 0.00276666
internal_count=3910 3298 2998 2622 2327 2078 1839 1634 295 1428 1054
is_linear=0
shrinkage=0.00824856


Tree=2333
num_leaves=18
num_cat=0
split_feature=14 11 3 124 0 157 0 4 52 0 133 160 48 43 4 2 16
split_gain=0.000237243 0.000165219 0.000241343 0.000165257 0.000184851 0.000199225 0.00019125 0.000293892 0.000200132 0.000172165 0.000281053 0.000197534 0.0001564 0.000180831 0.000204163 0.000219316 0.000148732
threshold=0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.10071499999999999 -0.056824999999999994 -0.11756999999999999 0.080255000000000007 -0.026849999999999995 -0.084304999999999977 -0.086869999999999989 -1.0000000180025095e-35 0.086870000000000017 0.079060000000000005 0.070230000000000015 0.086915000000000006 -0.50388999999999984
decision_type=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 -6 -11 -12 13 14 15 -13 -9
right_child=-2 -3 3 4 9 6 -8 16 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=0.00065575796488333499 -0.00076577104382993279 -0.00057487992700336853 0.00046804646631272759 0.00074977961313937207 -0.00075671291647729649 -0.00010355144714342331 0.00047990718348334832 -8.0943321841948302e-05 0.00080537953652252828 0.00058991271430680408 -0.0008986664397686539 -0.00028583399463322538 0.00037532962714898247 0.00028979976271526598 0.00014396903825620273 -0.001270454882853747 -0.00087642467781443934
leaf_weight=0.0015831610700817967 0.0010432972635137918 0.0011474066649572725 0.0017878210200577621 0.0011585173028114681 0.0012451604148985716 0.0016492537344092173 0.0018025179265158155 0.001080815279298819 0.0010109848614510142 0.0012414472700623081 0.0010102145552882543 0.0013593475106016134 0.0012528256813751359 0.0011363599162368399 0.001040583284562243 0.0010279203127598266 0.0013905438482564314
leaf_count=143 135 125 292 54 946 100 146 117 44 232 429 390 108 44 76 448 81
internal_value=0 1.93117e-05 5.21251e-05 2.337e-06 -4.5496e-05 0.000132333 2.91737e-05 -0.00012915 0.000241875 -0.000200009 -0.000114098 -0.000242113 -0.000128093 -0.000266277 -0.000450621 -0.000709796 -0.000528532
internal_weight=0 0.0219249 0.0207775 0.0191943 0.0174065 0.00809263 0.00693412 0.0051316 0.00266024 0.00931386 0.0080687 0.00682725 0.00581704 0.00456421 0.00342785 0.00238727 0.00247136
internal_count=3910 3775 3650 3507 3215 542 488 342 144 2673 1727 1495 1066 958 914 838 198
is_linear=0
shrinkage=0.00160853


Tree=2334
num_leaves=12
num_cat=0
split_feature=150 4 15 48 15 43 15 51 133 1 13
split_gain=5.09707e-05 9.5264e-05 7.8571e-05 9.8801e-05 7.36368e-05 0.000128806 0.000154563 0.000131804 0.000167769 0.000132444 0.000146078
threshold=-0.096234999999999987 0.28937500000000005 -0.11739999999999999 0.093225000000000016 -0.094924999999999995 0.14198000000000002 -0.017214999999999998 -0.09021499999999999 1.0000000180025095e-35 0.088785000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 9 10 -9
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.0017215112540764682 -0.0025585287213298691 0.0016134360271386524 0.0012078337072028026 0.0015687131282210612 -0.0031808008369985873 0.0017236779930758003 0.0019980486800683073 -0.0013746479429215506 -0.0036882519374042948 -0.0026545716059547522 0.0024017670104101974
leaf_weight=0.0010779337617536347 0.0010312887517415345 0.0018737756071308008 0.001502605923918693 0.0018551623692999028 0.0019180881471696923 0.0012384215514876932 0.0011650580316096152 0.001258307167329551 0.0012620245659965617 0.0011027065964461374 0.0015620902028315987
leaf_count=85 268 397 180 241 697 189 183 550 687 279 154
internal_value=0 -0.000132449 -0.000367873 -0.000192257 -0.000488996 -0.000757193 -0.00112878 -0.00050896 -0.00107226 -0.000230727 0.000716937
internal_weight=0 0.0157695 0.0138958 0.0128645 0.0110093 0.0095067 0.00826827 0.00635019 0.00518513 0.0039231 0.0028204
internal_count=3910 3825 3428 3160 2919 2739 2550 1853 1670 983 704
is_linear=0
shrinkage=0.00824856


Tree=2335
num_leaves=19
num_cat=0
split_feature=1213 14 11 3 159 159 160 124 133 13 43 49 3 0 0 43 1 12
split_gain=0.00054453 0.000336328 0.000251875 0.000178916 0.000221649 0.000167822 0.000158167 0.000188462 0.000156196 0.000153869 0.000190755 0.000111535 0.000178425 0.000167153 0.000226108 0.000287652 0.000159775 8.88905e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15002999999999997 0.10519500000000001 0.073745000000000019 -0.217635 0.10385500000000002 0.099765000000000006 -0.083514999999999992 -0.0026049999999999992 0.10137000000000002 0.11818000000000002 -0.23029999999999998 -0.083564999999999987 -0.078644999999999979 0.095575000000000007 0.090195000000000011
decision_type=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 9 10 -8 12 13 -11 16 -16 -15 -12
right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 17 -13 -14 14 15 -17 -18 -19
leaf_value=-0.0010855979275991537 0.00056736786093979129 -0.00082825981404492004 -0.00059804405732773939 -0.00049183584437980233 -0.00061835811435707194 0.0005929676914841704 0.00077348955180168923 0.00072342181019704088 -0.00048001412455141331 0.00045613480218362749 0.00034452709028963131 0.00047534362660090591 -0.00063701459279349049 -0.00079395491514423744 -0.00030477990764159158 0.00059500498521366336 -7.8361430184635409e-05 -0.0002458075229890606
leaf_weight=0.0010648469425440709 0.0017286251208662303 0.0010213395218697787 0.0012580032355646855 0.0011341060403804474 0.0010513773449819545 0.0014455843411819149 0.0015074314862319922 0.0010228411135507339 0.0011732155813951395 0.0016114345042557128 0.0013290237238333261 0.0010003986673454432 0.001076378486540186 0.0013047242547753008 0.0015145123715015188 0.0017706163389574195 0.0015909869346084262 0.001048231300554231
leaf_count=592 147 112 125 280 284 271 342 35 408 64 148 148 50 267 210 297 77 53
internal_value=0 2.2511e-05 6.10144e-05 9.99218e-05 5.86551e-05 9.70693e-05 5.5108e-05 9.39983e-05 5.08683e-05 9.61534e-05 0.00035169 -4.43163e-06 -5.85511e-05 2.13544e-05 -9.19991e-05 0.000180186 -0.000400787 8.42238e-05
internal_weight=0 0.0235888 0.0225675 0.0213095 0.0195809 0.0185295 0.0170839 0.0159498 0.014927 0.0137537 0.00388469 0.00986905 0.00886865 0.00779227 0.00618084 0.00328513 0.00289571 0.00237726
internal_count=3910 3318 3206 3081 2934 2650 2379 2099 2064 1656 543 1113 965 915 851 507 344 201
is_linear=0
shrinkage=0.00151575


Tree=2336
num_leaves=19
num_cat=0
split_feature=1213 14 403 1 3 3 16 42 13 13 1 2 2 0 3 39 1 3
split_gain=0.000342627 0.000266151 0.000174186 0.000380439 0.000156034 0.000227255 0.000214736 0.000189137 0.000154634 0.000310414 0.000311296 0.000217495 0.000219668 0.000149474 0.000283028 0.000162658 0.000167571 0.000104465
threshold=-1.0000000180025095e-35 0.073890000000000011 0.03138500000000001 0.077800000000000022 -0.22254999999999997 -0.078669999999999976 -0.083564999999999987 0.084100000000000022 -0.073799999999999991 -0.52445999999999982 0.099370000000000014 0.11230000000000001 0.1178 -0.23029999999999998 0.090325000000000003 0.005105000000000001 0.095575000000000007 -0.100615
decision_type=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 9 -7 -11 13 -13 -10 15 16 -15 -8
right_child=1 -3 3 -5 5 8 17 -9 11 10 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00098770160719417353 0.00064953200579805678 -0.0008188571794770608 -0.0001860924425347473 0.0012814498693726054 0.00042720909781875712 -0.00046969326595185389 -0.0003416646632908246 -0.00049936239912576515 0.00054523181727218588 0.00016888777482100041 0.0012222257077406714 -0.0010715780832222096 -5.198548022956118e-05 -0.00049303762829299282 -0.00067859784807710504 0.00071936755576541009 0.0003767557134476524 -0.001056206659871519
leaf_weight=0.0010061857422311712 0.0010877813463568481 0.0010292181649408502 0.0010374695702525102 0.0010214867951716666 0.0014298993006469779 0.0010042311452884978 0.0011943405329626344 0.0011648327652578755 0.0018646580205112758 0.0019428201142874498 0.0014114248119219616 0.0010056810369839242 0.0015877795000200021 0.0012000705392685431 0.0013878999600847042 0.0012742680796408168 0.0013963309183461226 0.0011903618678684993
leaf_count=592 147 119 178 76 208 52 128 187 87 264 234 66 182 207 99 154 92 838
internal_value=0 2.97351e-05 6.90745e-05 0.000541983 2.07338e-05 -1.51628e-05 -0.000328579 1.12506e-05 9.5716e-05 0.00036286 0.000612119 -2.41131e-05 -0.000447359 0.000129984 -1.726e-05 0.000219875 -2.52674e-05 -0.00069834
internal_weight=0 0.0232306 0.0222013 0.00205896 0.0201424 0.0190546 0.00497943 0.00259473 0.0140752 0.00435848 0.00335424 0.00971669 0.00259346 0.00712323 0.00525857 0.00387067 0.0025964 0.0023847
internal_count=3910 3318 3199 254 2945 2798 1361 395 1437 550 498 887 248 639 552 453 299 966
is_linear=0
shrinkage=0.00170698


Tree=2337
num_leaves=14
num_cat=0
split_feature=11 3 1 2 13 12 457 12 52 15 3 2 2
split_gain=5.09212e-05 7.17371e-05 9.725e-05 0.000163388 0.000131034 0.000137873 0.000132027 0.000138833 0.000164703 0.000169155 7.33499e-05 8.5369e-05 3.45431e-05
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 0.10393500000000001 -0.094679999999999986 -1.0000000180025095e-35 0.081330000000000013 0.097345000000000015 0.12267000000000002 -0.10071499999999999 -0.069909999999999986 0.091525000000000009 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -4 -6 7 8 9 -7 12 -12 -3
right_child=-2 2 4 -5 5 6 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0016858312889270557 -0.0017350584521650687 -0.00032459264660301723 0.0029579498714862986 -0.0041362173089562844 0.0023011684640994521 -0.0010106216724204663 0.0018229081925860422 0.001138161624616451 0.00053940709401240473 -0.0057911672657797479 -0.00092511945022739862 0.0024752279527570182 -0.0025475556248239209
leaf_weight=0.001879081255267521 0.0011814885955373977 0.0010199547449996969 0.0013101420138232137 0.0010039966091269529 0.0015333920103863972 0.0010196878768176255 0.0012962817633042079 0.001257944424034152 0.0010715622835071881 0.0011712455844845723 0.0010638515278553343 0.0011122847489603124 0.0010395047282722785
leaf_count=219 224 680 212 335 322 70 80 170 129 357 139 134 839
internal_value=0 0.000112052 -0.000100703 -0.00102356 0.000457641 1.19659e-05 -0.000591509 -0.00128387 -0.00221775 -0.00356624 -0.000285744 0.000812894 -0.00144663
internal_weight=0 0.0157789 0.0138998 0.00523959 0.00866026 0.00735011 0.00581672 0.00452044 0.0032625 0.00219093 0.0042356 0.00217614 0.00205946
internal_count=3910 3686 3467 2127 1340 1128 806 726 556 427 1792 273 1519
is_linear=0
shrinkage=0.00858181


Tree=2338
num_leaves=13
num_cat=0
split_feature=156 42 43 42 15 16 0 47 1 51 48 3
split_gain=5.06876e-05 8.46253e-05 7.96477e-05 7.83018e-05 0.00031005 9.92581e-05 0.000136057 0.000118894 9.80883e-05 0.000114926 7.49504e-05 6.84157e-05
threshold=0.091280000000000014 -0.10770999999999999 -0.15648499999999999 0.086325000000000013 -0.052074999999999989 0.18126 -0.060094999999999989 0.09252500000000001 1.0000000180025095e-35 0.092720000000000011 0.084500000000000006 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -4 10 11 -10
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0025570917954664718 -0.0021425267665258099 0.0023035119919927859 -0.0011723148109626382 0.001687509644019159 -0.0048218504689464146 -0.0017586499165937429 0.0039462932228103596 -0.0027133109520408602 0.0020433622167950966 -0.0012302009810327174 0.00048436363803417456 0.0054480022151472945
leaf_weight=0.0010701484259169692 0.0010251470960767782 0.0017261476927011013 0.0016504187409520912 0.0015024527916391059 0.0013499956603451389 0.0016481427268416884 0.001209764743123439 0.0010378385596217718 0.0013340126008483128 0.0010535389475028745 0.0012088613702726375 0.0010061355096434854
leaf_count=226 347 207 822 487 766 181 179 145 250 71 106 123
internal_value=0 0.000119463 0.000313953 4.98018e-05 -0.00139321 0.000455383 0.000884654 0.000376635 0.00088949 0.00162883 0.00247754 0.00350717
internal_weight=0 0.0157975 0.0147273 0.0130012 0.00285245 0.0101487 0.00850057 0.00729081 0.00625297 0.00460255 0.00354901 0.00234015
internal_count=3910 3563 3337 3130 1253 1877 1696 1517 1372 550 479 373
is_linear=0
shrinkage=0.0098578


Tree=2339
num_leaves=17
num_cat=0
split_feature=14 403 403 11 39 13 2 16 3 0 3 15 16 52 0 43
split_gain=0.00035766 0.000184463 0.000282846 0.000192081 0.000175364 0.000344898 0.000247155 0.000192009 0.000179369 0.000173718 0.000395298 0.000276479 0.000196315 0.000252026 0.00023457 0.000111308
threshold=0.073890000000000011 0.088015000000000024 0.03138500000000001 0.088315000000000018 0.005105000000000001 -0.10023999999999998 0.11203000000000002 -0.0060199999999999993 -0.010319999999999998 -0.10131499999999999 -0.100615 -0.053579999999999996 -0.30307999999999996 -0.066329999999999986 -0.19631499999999999 -0.083899999999999988
decision_type=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 -6 12 -11 -12 -7 -14 -15 -13
right_child=-2 -3 -4 -5 8 9 -8 -9 -10 10 11 15 13 14 -16 -17
leaf_value=0.00062368326542623751 -0.00092062117606294877 -0.00055103027987127447 0.00088290272199460622 -0.00065987902783682338 0.00097247946929453937 -0.00045245717661068926 0.0011009278402622053 -0.00030813991785097369 0.00013800519012657647 0.00030102220166559635 -0.00016009152705119851 -0.00061687160301336901 -0.00024366015010609832 0.0010213811037486449 0.00010610527713308906 -0.0013507957094018854
leaf_weight=0.0011421831543791602 0.0010689466158543956 0.0013180535103200558 0.0010501346709718825 0.0010023651557471416 0.0010082275172566876 0.0015217809278696703 0.0010453187763158067 0.0011464257435882469 0.0019661165967864097 0.0017677247643981065 0.0018730574516465032 0.0010089559516098983 0.0019222156381104583 0.0012842186478003725 0.0016621781307584399 0.0011373763396675847
leaf_count=70 135 336 123 115 202 145 117 42 230 198 625 325 73 51 63 1060
internal_value=0 3.22934e-05 6.97284e-05 2.59099e-05 6.30958e-05 -5.50817e-06 0.000452896 0.000156908 0.000420871 -0.000131009 -0.000332894 -0.00061169 5.18175e-05 0.000209439 0.000505038 -0.00100579
internal_weight=0 0.0218563 0.0205383 0.0194881 0.0184858 0.0155114 0.00333393 0.00228861 0.00297434 0.0121775 0.00578711 0.00401939 0.00639039 0.00486861 0.0029464 0.00214633
internal_count=3910 3775 3439 3316 3201 2769 229 112 432 2540 2208 2010 332 187 114 1385
is_linear=0
shrinkage=0.00160853


Tree=2340
num_leaves=17
num_cat=0
split_feature=14 1 0 2 2 3 3 39 16 51 0 16 16 3 1 1
split_gain=0.000329407 0.000128996 0.000225659 0.000254769 0.000283654 0.000204799 0.00024391 0.000251657 0.000228421 0.000239826 0.000175395 0.000190435 0.000130524 0.000146801 0.000181567 0.000101685
threshold=0.073890000000000011 1.0000000180025095e-35 0.18055000000000002 0.10393500000000001 0.097360000000000016 0.16699000000000003 0.11265500000000002 0.005105000000000001 0.070590000000000014 -0.0084849999999999978 -0.089879999999999974 -0.083564999999999987 -0.069144999999999984 -0.10628499999999998 0.090820000000000012 0.12646500000000002
decision_type=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 8 9 -3 -1 -12 13 -11 -15 -8
right_child=-2 5 -4 -5 -6 -7 15 -9 -10 12 11 -13 -14 14 -16 -17
leaf_value=-0.00094373877773751703 -0.00096851118441792139 0.00092670170093258437 0.00056611471385628772 -0.00099272056496625357 0.00067726003896439384 0.00085516537317912884 -0.00013677457161375838 0.00077140761230610057 -0.0005842597632127423 0.00064448209206299941 0.00048031061101958894 -0.0005110482687224364 -0.00042690996363912336 0.00037465578227599539 -0.00042295629794849085 -0.00083886195468336794
leaf_weight=0.0010495980033012921 0.0010460225636764039 0.0011188961367967791 0.0010811608656648986 0.0012604897092260564 0.0010667434415803229 0.001080435048593612 0.001628327078690984 0.0018332413586350177 0.0013940573958015623 0.0014691116116674497 0.0010198072163762895 0.0013854134753732228 0.0013545199284208083 0.0017832379286918405 0.0016805694940222882 0.001015278896804972
leaf_count=362 135 135 28 338 160 178 80 334 289 111 331 764 261 192 175 37
internal_value=0 3.23479e-05 -0.000163994 -0.000300514 -0.000107545 0.000126203 6.68833e-05 0.000184548 6.22975e-05 0.000183996 -0.000349869 -9.07147e-05 5.18257e-05 0.000183281 -1.23295e-05 -0.000406412
internal_weight=0 0.0212209 0.00686321 0.00578205 0.00452156 0.0143577 0.0132772 0.0106336 0.00880039 0.00740634 0.00345482 0.00240522 0.00628744 0.00493292 0.00346381 0.00264361
internal_count=3910 3775 1983 1955 1617 1792 1614 1497 1163 874 1457 1095 739 478 367 117
is_linear=0
shrinkage=0.00174112


Tree=2341
num_leaves=19
num_cat=0
split_feature=14 44 124 4 13 48 0 4 132 4 16 52 4 1 12 43 12 3
split_gain=0.000532185 0.000198354 0.000273326 0.000239974 0.000263198 0.000238266 0.000287077 0.000321781 0.000248711 0.000257643 0.000208033 0.000225365 0.000204167 0.000252683 0.000195775 0.000155467 5.26561e-05 3.72563e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.061329999999999989 -0.51381999999999983 -0.26418499999999995 0.12649500000000002 -0.17106499999999999 0.0057500000000000008 0.079995000000000011 -0.23071499999999998 -0.083564999999999987 -0.060039999999999989 -0.082954999999999987 0.08844500000000001 1.0000000180025095e-35 -0.075819999999999985 0.092475000000000016 0.10666500000000002
decision_type=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 -8 12 15 -11 -14 -13 -12 -15 -9
right_child=-2 -3 3 4 5 -7 8 17 -10 10 11 14 13 16 -16 -17 -18 -19
leaf_value=0.00063771436155209637 -0.0010379153142989559 -0.00063112216775452004 -0.00068997642639855429 0.00059540399652053893 -0.00011220609674479828 -0.00068537581024282444 -0.00080093565879024286 0.0010217674808630764 0.00050404937211471026 0.00078416351961253957 -0.0003009911400177131 -0.00015254735240209825 -0.00050441547043824806 0.0005548834636459691 -0.00094168098806696448 0.00035896527320780321 0.00010014164051791436 0.00061049176491557707
leaf_weight=0.0017235841728098769 0.0011260258483888333 0.0010038459329555485 0.0010683897054823135 0.0018292958945228281 0.0014871204526087879 0.001118767931880176 0.0012070445615175425 0.0010135555984047695 0.0015738185722379084 0.0010014921130456766 0.0016560134960095022 0.0014174710632371031 0.0013692144766200261 0.0011086687045018043 0.0014727507439230118 0.0016246631651881558 0.0012386233959432724 0.0010106271585041959
leaf_count=285 126 71 61 146 56 95 171 38 274 160 344 63 493 125 1073 203 82 44
internal_value=0 2.83656e-05 5.72483e-05 1.00503e-05 4.72054e-05 -7.59383e-06 3.65409e-05 0.000423129 -6.27606e-05 -0.000136509 -6.28567e-05 -0.000246049 0.000176749 1.30678e-05 -0.000554661 2.58338e-05 0.000314924 0.000816427
internal_weight=0 0.0239249 0.0229211 0.0211975 0.0201291 0.0182998 0.0171811 0.0035113 0.0136698 0.0120959 0.0108889 0.0061709 0.004718 0.00371651 0.00289022 0.00328068 0.00234729 0.00202418
internal_count=3910 3784 3713 3428 3367 3221 3126 138 2988 2714 2543 1683 860 700 1136 547 207 82
is_linear=0
shrinkage=0.00151575


Tree=2342
num_leaves=13
num_cat=0
split_feature=453 4 1 12 156 151 15 48 13 13 3 3
split_gain=5.37561e-05 0.000109713 0.000123849 7.58119e-05 8.69433e-05 9.92801e-05 0.000161103 0.000122933 0.000110423 0.000125891 0.000146152 0.000135842
threshold=1.0000000180025095e-35 0.24280000000000004 0.11198000000000001 0.10595000000000002 0.085790000000000019 -0.081989999999999993 -0.095799999999999982 0.091555000000000011 -0.09547499999999999 -0.071149999999999977 -0.089974999999999986 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 -8 -10 -11 -12
right_child=-2 2 -4 -5 -6 6 7 -9 9 10 11 -13
leaf_value=0.0021984604096624287 -0.0016558806835108401 -0.00017152036972694072 0.002792853031999313 -0.0021021636048661543 -0.0018810585451002383 -0.002656520980077166 0.0017558155687342431 0.0020436044885371678 -0.0029301439381195153 -0.002133893044101629 0.0025515927425618806 -0.00055473105675150338
leaf_weight=0.0011574408987669151 0.0010079609024456473 0.0014789856752940762 0.0015469537522626387 0.0010393381541557939 0.0012333699394540465 0.0011402243528385097 0.0012935422587026105 0.0016893296898376209 0.0010302350971923713 0.0013101492785337876 0.0013295797061899039 0.0017484626077849917
leaf_count=297 99 185 338 314 446 221 136 155 705 346 546 122
internal_value=0 8.80821e-05 0.00134396 -0.00020488 -3.96214e-05 0.000172658 -7.3083e-05 0.000277541 -0.000166958 -0.000625982 -8.50234e-05 0.000787065
internal_weight=0 0.0159976 0.00302594 0.0129717 0.0119323 0.010699 0.00954152 0.0084013 0.00671197 0.00541843 0.00438819 0.00307804
internal_count=3910 3811 523 3288 2974 2528 2231 2010 1855 1719 1014 668
is_linear=0
shrinkage=0.00732449


Tree=2343
num_leaves=18
num_cat=0
split_feature=1213 14 11 3 159 13 52 16 1374 12 0 48 3 16 2 2 1
split_gain=0.000451805 0.000307645 0.000182723 0.000254197 0.000264557 0.000199711 0.00024379 0.0002106 0.000154573 0.000180964 0.000302539 0.000182007 0.000181442 0.000217357 0.000255189 0.000141034 0.000108308
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15121499999999996 0.10519500000000001 -0.091229999999999992 0.10062000000000001 -0.41862999999999995 -0.049459999999999997 -1.0000000180025095e-35 -0.053834999999999994 0.093845000000000012 -0.089974999999999986 -0.083564999999999987 0.083185000000000023 0.097940000000000013 0.10386500000000001
decision_type=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 15 -7 -9 16 11 12 -11 -14 -15 -5 -10
right_child=1 -3 -4 4 -6 7 -8 8 9 10 -12 -13 13 14 -16 -17 -18
leaf_value=-0.001072703661004392 0.00070318629695092073 -0.00082487687913138194 -0.00053517062563195625 0.00030480960090727095 -0.00073475433999553911 -0.00053540480105832217 -0.00020794111841991377 -0.00052330182806546754 0.00015530152862375886 -0.00031126771670648122 -0.00063177598937716743 -0.00043219348846472135 0.000802037965229687 0.00052445951859862554 -0.00034414630196527368 0.00097813958745846885 0.00086459273020447465
leaf_weight=0.0010173339305563694 0.0016459929283840552 0.0010613702308675801 0.0012573862605727007 0.0017183904240645675 0.0010643259724346646 0.0016962640991870373 0.0012855701133468456 0.0010497845928312275 0.001047618171630676 0.0012126528651985758 0.0015275622033183714 0.00118180100151212 0.0019841591248944447 0.0019620837248884356 0.0015797197693775463 0.0015140046552107322 0.0011894438232917803
leaf_count=592 145 112 125 138 284 200 81 69 121 224 188 155 306 308 598 125 139
internal_value=0 2.17431e-05 6.09535e-05 9.55602e-05 4.55862e-05 8.94162e-05 0.000384546 -2.9807e-06 6.79376e-05 0.000121055 2.36502e-05 0.000150058 0.000252172 0.000375817 0.000137043 0.000620187 0.000532431
internal_weight=0 0.0239781 0.0229168 0.0216594 0.0200134 0.0189491 0.00451797 0.0144311 0.0127348 0.011685 0.00944798 0.00792042 0.00673862 0.00552596 0.0035418 0.0032324 0.00223706
internal_count=3910 3318 3206 3081 2936 2652 344 2308 2108 2039 1779 1591 1436 1212 906 263 260
is_linear=0
shrinkage=0.00160853


Tree=2344
num_leaves=13
num_cat=0
split_feature=484 50 52 47 4 4 3 0 16 16 3 12
split_gain=5.42638e-05 7.16889e-05 9.97001e-05 7.99852e-05 0.000114883 0.000128862 0.000172314 0.000107943 0.000205419 9.17693e-05 9.03698e-05 9.40397e-05
threshold=-0.0043499999999999988 0.10030500000000002 0.11401500000000002 0.117025 0.25367000000000006 -1.0000000180025095e-35 -0.064349999999999991 -0.10071499999999999 -0.094359999999999986 0.15100500000000003 -0.088024999999999978 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 10 8 -7 -8 11 -2
right_child=1 -3 -4 -5 -6 7 9 -9 -10 -11 -12 -13
leaf_value=-0.0020429921535816435 -0.0014457984301462941 0.0026267057247608971 -0.0023960374953848973 -0.0022094831649934281 0.0026455334912245223 -0.0033680304056361277 0.004050461599381403 -0.0039155149698743138 0.0021822571860722353 0.0006131956508055456 -0.0027735418531692844 0.0022838559182650122
leaf_weight=0.0011547829532225383 0.0012212366558857586 0.0010037276527332861 0.0015095904101325068 0.0011520747741127222 0.0018889448544359777 0.0011279272573232052 0.0017025241933871314 0.0011145587335250366 0.0013908303683479173 0.0012641934432588986 0.0011618989036623756 0.0013074737587815619
leaf_count=612 232 292 377 108 375 80 239 278 67 116 771 363
internal_value=0 0.00012701 -4.20465e-05 0.000224504 0.000454736 5.2595e-05 0.000851551 -0.00141133 -0.000303222 0.00258576 -0.0005425 0.000482625
internal_weight=0 0.015845 0.0148413 0.0133317 0.0121796 0.0102906 0.00665733 0.00363332 0.00251876 0.00296672 0.00369061 0.00252871
internal_count=3910 3298 3006 2629 2521 2146 1721 425 147 355 1366 595
is_linear=0
shrinkage=0.00966451


Tree=2345
num_leaves=13
num_cat=0
split_feature=124 4 13 48 50 2 52 47 1 4 15 457
split_gain=5.58575e-05 0.000130223 8.75996e-05 0.000144807 0.000120766 0.000153047 0.000115097 8.41551e-05 0.000173578 0.000101908 0.000173861 5.94169e-05
threshold=1.0000000180025095e-35 -0.49837999999999999 -0.23438999999999996 0.12649500000000002 0.088425000000000017 0.11542500000000001 0.086950000000000013 0.09252500000000001 0.095575000000000007 -0.08422499999999998 -0.0063699999999999989 0.082870000000000013
decision_type=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 -11
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0030541742493234718 0.0019300503096995858 0.0019648639789929304 -0.0023296779014781747 -0.0032695178294507628 -0.0025691620694464402 0.0032901758192236509 -0.0023988324289968758 -0.0014153874886304776 0.0029651440487433881 -0.0023745636231927939 0.0025855592166773205 0.00045969466084988357
leaf_weight=0.0010553158673932738 0.0010201845488304112 0.001596359961489967 0.0011278696414277738 0.0010200527251906641 0.0011350341898668402 0.0011808431219708744 0.0012624200907563375 0.0015773326685446943 0.001936210006161611 0.0011466635674839435 0.0017791686580264122 0.0010377243954506898
leaf_count=173 100 196 287 115 601 294 724 209 299 486 304 122
internal_value=0 -0.000141622 6.60621e-05 -0.000163514 9.65381e-05 0.000370397 2.09837e-05 0.000375991 0.00077806 -5.3662e-05 0.000594001 -0.00102811
internal_weight=0 0.015855 0.0147997 0.0132033 0.0121833 0.0110482 0.00986739 0.00860497 0.00702764 0.00509143 0.00396356 0.00218439
internal_count=3910 3810 3637 3441 3326 2725 2431 1707 1498 1199 912 608
is_linear=0
shrinkage=0.00858181


Tree=2346
num_leaves=19
num_cat=0
split_feature=14 124 12 376 48 1 14 2 2 3 13 2 2 16 3 0 4 48
split_gain=0.000423773 0.000148664 0.000264121 0.000153907 0.000198562 0.000185928 0.000257012 0.000328996 0.000167009 0.000146288 0.000204653 0.000148633 0.00019375 0.000172624 0.000124443 0.00011569 9.20717e-05 7.79427e-05
threshold=0.077685000000000018 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 0.10498500000000001 -0.24487499999999998 0.11125500000000001 0.11230000000000001 -0.15464999999999998 0.0024700000000000004 0.097940000000000013 0.084235000000000018 -0.088734999999999994 -0.074234999999999982 -0.10131499999999999 -0.019454999999999997 0.085090000000000013
decision_type=2 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 14 9 -1 11 12 15 17 -8 -11 -15 -14
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 -12 -13 13 16 -16 -17 -18 -19
leaf_value=0.00065635756510740986 -0.0011687778371115723 0.00067312656735220809 -0.00087979460975786479 0.00071371164867730698 -0.00067273740690402878 -0.00036454320029514402 0.00057312878344323206 0.0013119776543146623 -0.00069159927524387738 0.00071678219050804208 -0.00082428805496749915 0.00053094165407658418 0.00041690418895428273 -0.0010364671477097796 -0.00022865622134231867 -2.783107108908609e-05 -0.00030612712285975981 -0.00029440441370386046
leaf_weight=0.0010356536577689713 0.0010058163978356313 0.0011318533361225685 0.0010646289355194091 0.001072906524277501 0.0013065771621688779 0.001253357741100608 0.0013614313656837296 0.0013235802038106381 0.0012452262662325181 0.0011913567698155214 0.0010275499285740527 0.0015913408106131566 0.0010104282054111628 0.0011197889084515788 0.0011907889298410331 0.0016099260142723613 0.0011461763727120492 0.0010115553624616205
leaf_count=102 126 40 173 185 88 100 140 191 182 50 307 245 227 551 140 620 364 79
internal_value=0 3.39789e-05 -1.20304e-06 4.67707e-05 7.93345e-06 5.9887e-05 0.000348517 0.000579107 -6.35953e-05 9.19172e-06 -5.98473e-05 3.06422e-05 -8.16615e-05 -0.000323711 0.00019904 0.000288845 -0.000667045 6.10516e-05
internal_weight=0 0.0216941 0.0205623 0.0194976 0.0184247 0.0171182 0.00512916 0.0038758 0.011989 0.0107438 0.00970812 0.00868057 0.00708923 0.00428795 0.00255222 0.00280128 0.00226597 0.00202198
internal_count=3910 3784 3744 3571 3386 3298 571 471 2727 2545 2443 2136 1891 1221 280 670 915 306
is_linear=0
shrinkage=0.00181146


Tree=2347
num_leaves=12
num_cat=0
split_feature=475 15 0 42 16 13 12 1 16 0 151
split_gain=5.39375e-05 7.93537e-05 7.74033e-05 0.000110553 0.000109512 0.000149928 9.10123e-05 7.37122e-05 0.00016529 0.000130052 0.000252267
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.017269999999999997 -1.0000000180025095e-35 -0.30307999999999996 -0.090929999999999983 0.082640000000000005 0.094385000000000011 -0.055679999999999993 -0.084304999999999977 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 9 -9 10 -6
right_child=1 2 6 4 7 -7 -8 8 -10 -11 -12
leaf_value=-0.0013077726331019964 0.0020296894471015245 -0.0020032899477750582 0.0025379369497739558 0.0004402742998783538 0.00090524985634720171 -0.0036287354566350732 -0.00012534249390959665 0.0030334393795953766 -0.00044565981356279764 0.0015780991789342861 -0.0041174113324509033
leaf_weight=0.0016850054360773399 0.0011770120579429342 0.0018932583018887285 0.0013327197948064078 0.0011027729481119658 0.0012997948453142873 0.0010051437400804561 0.001689949250782208 0.0016280884521192307 0.0015459948582575711 0.0014268202391878267 0.0010496236703064839
leaf_count=621 267 936 117 119 138 134 128 161 221 541 527
internal_value=0 0.00012944 -3.06134e-05 -0.00032857 2.14625e-05 -0.0015 0.00104892 0.000482897 0.00133888 -0.000236592 -0.00133867
internal_weight=0 0.0151512 0.0139742 0.0109515 0.00905824 0.00210792 0.00302267 0.00695032 0.00317408 0.00377624 0.00234942
internal_count=3910 3289 3022 2777 1841 253 245 1588 382 1206 665
is_linear=0
shrinkage=0.0076204


Tree=2348
num_leaves=13
num_cat=0
split_feature=11 3 48 124 0 13 160 1 13 15 151 1
split_gain=5.44396e-05 7.43268e-05 8.81859e-05 9.36952e-05 0.000109172 0.000182596 0.000111631 0.000157863 0.000169842 9.50388e-05 9.26702e-05 3.08659e-05
threshold=0.08184000000000001 -0.12008499999999998 -1.0000000180025095e-35 -0.061329999999999989 -0.053834999999999994 -0.087159999999999987 -0.078154999999999988 0.10113500000000002 -0.057284999999999996 0.085120000000000015 -0.0074049999999999993 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 9 -9 10 -8 -12
right_child=-2 2 3 4 5 -7 7 8 -10 -11 11 -13
leaf_value=0.0019042793216868525 -0.0019784995877345068 -0.0024778284526968852 0.0026371538632550136 -0.0021667107185995333 0.0010471061766178841 -0.0041984479495779147 0.00090978382419282483 0.0055026746929846418 0.0006825735353411281 0.0017805500309749798 -0.0035657008543202549 -0.00122193850432827
leaf_weight=0.0018696939085425081 0.0011800832214493148 0.0012797967434777366 0.0012117926241316237 0.001334241589861721 0.0010546132100794949 0.0013692403098938934 0.0012265038610877839 0.0010980214767002949 0.0016313191939217875 0.0014402458406845425 0.0010079042521607875 0.0010098657976257974
leaf_count=219 224 196 274 651 58 285 147 153 125 826 613 139
internal_value=0 0.000132466 -0.000109985 0.000134719 -0.000136713 -0.00191612 0.00035631 0.000810368 0.00262171 -0.000244976 -0.00114418 -0.00239268
internal_weight=0 0.0155332 0.0136635 0.0123837 0.011172 0.00242385 0.0087481 0.00741386 0.00272934 0.00468452 0.00324427 0.00201777
internal_count=3910 3686 3467 3271 2997 343 2654 2003 278 1725 899 752
is_linear=0
shrinkage=0.00947501


Tree=2349
num_leaves=19
num_cat=0
split_feature=14 403 403 124 123 133 50 48 3 42 4 47 1 2 2 15 2 160
split_gain=0.000341544 0.000175589 0.000258259 0.000162689 0.000235906 0.000290325 0.00023532 0.00023331 0.00025148 0.000206316 0.000223294 0.000203139 0.000516606 0.000213454 0.000220373 0.000195471 0.000171931 0.000155334
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 0.11158000000000001 1.0000000180025095e-35 0.093845000000000026 0.082310000000000008 0.11930500000000001 -0.15121499999999996 -1.0000000180025095e-35 -0.23071499999999998 1.0000000180025095e-35 0.11198000000000001 0.084235000000000018 0.088895000000000016 -0.10192499999999999 0.10488500000000002 0.088095000000000021
decision_type=2 2 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 -11 12 13 -12 -15 -13 17 -16
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 10 11 15 -14 14 16 -17 -18 -19
leaf_value=0.00086028850171012165 -0.00093646999087303976 -0.0005568674353978423 0.00085339774680633627 0.00060565198647267332 0.00060173496556042169 -0.0008265663984930369 -0.00064270590783975816 -0.00063100004821947165 -0.00064888591901602678 -0.00054592726955579856 0.00070632404137058375 -0.00065636928555880074 0.0013526978742549258 -0.00059878970188554693 0.0007805647970435416 0.00026284906557477044 -0.0003678707922739485 -3.2688517217996455e-05
leaf_weight=0.0010629435941720946 0.0010095304997303064 0.0012804248854667152 0.0010022502588676726 0.0011386352438799699 0.0014473133609992769 0.0012324394319775103 0.001405788681440861 0.0011988617683551537 0.0010177229611446148 0.0011973655454972617 0.0013588657471987411 0.0012443825811551609 0.0010784885059205718 0.0012419150884588892 0.001370613244988092 0.0011532845406421188 0.0010108350672858313 0.0010916819304975789
leaf_count=157 126 337 123 40 292 551 456 81 475 105 229 100 155 282 126 104 115 56
internal_value=0 2.08137e-05 5.73349e-05 1.58904e-05 -2.11847e-05 -7.52831e-05 -1.52866e-05 4.75936e-05 0.000111012 4.33175e-05 0.000108865 0.000190962 0.00032679 0.000144629 -1.72502e-05 -0.000214223 0.000190695 0.000420001
internal_weight=0 0.0215338 0.0202534 0.0192511 0.0181125 0.0166652 0.0154327 0.014027 0.0128281 0.0117652 0.0107474 0.00955007 0.0071524 0.00607391 0.00471505 0.00239767 0.00347313 0.0024623
internal_count=3910 3784 3447 3324 3284 2992 2441 1985 1904 1747 1272 1167 963 808 579 204 297 182
is_linear=0
shrinkage=0.00160853


Tree=2350
num_leaves=20
num_cat=0
split_feature=1213 14 4 13 132 4 453 1374 457 49 12 3 12 16 13 13 1 15 0
split_gain=0.000605415 0.0004057 0.000246469 0.000335748 0.000327315 0.000342704 0.000233041 0.000246744 0.000254445 0.000325347 0.000207427 0.000325439 0.000397459 0.000189625 0.000195052 0.000236601 0.000208171 0.000177775 0.000196541
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.51381999999999983 -0.091229999999999992 0.079995000000000011 -0.23071499999999998 1.0000000180025095e-35 -0.080239999999999992 0.082870000000000013 0.10447000000000002 -0.051479999999999991 0.097615000000000021 0.092365000000000017 0.51388000000000011 -0.0041499999999999983 -0.079834999999999975 0.088495000000000018 -0.10071499999999999 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 -7 9 13 -4 12 -12 14 15 -9 -16 18 -18
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 11 -13 -14 -15 16 -17 17 -19 -20
leaf_value=-0.0012081285968917358 -0.00059836102336211373 -0.00093035295929999725 -0.00017715736471837258 -0.00082260522354440642 0.00072461005807486359 -0.00070011195684774124 -0.00066983777012521182 -4.7098955779568028e-05 0.00069968333866968083 0.00088198637943888859 0.00073995857406866357 0.001184910641736958 -0.00054873457095466901 0.00048350770223584726 0.00046207402097498649 -0.001150875706565125 -0.00042681815643701209 -0.00062664511818312897 0.00057185135088842645
leaf_weight=0.0010977563183075861 0.0013574810962208748 0.0011171027892122589 0.0010767427775851893 0.0014514543886034936 0.0015611665647430528 0.0010111017516409868 0.0012257683804848271 0.0010606136822152376 0.0018716394806009085 0.0011049686104893904 0.0018016435277821386 0.0017243251157848388 0.001002848189439437 0.0014470692550095504 0.0017645880070765833 0.0010308899992180773 0.0010204487821959957 0.0016402227331109437 0.0011048005270858146
leaf_count=592 79 112 128 184 243 63 72 509 177 237 140 112 56 47 263 658 28 155 55
internal_value=0 3.63821e-05 8.09015e-05 0.000121167 8.06559e-06 -6.30337e-05 1.41596e-05 7.83753e-05 0.000143723 4.1443e-05 0.000470116 0.000624007 0.000279139 -6.09731e-05 -0.000164351 -0.000591144 -2.93517e-06 -0.000220849 9.23353e-05
internal_weight=0 0.0253749 0.0242578 0.0229003 0.0172947 0.0157336 0.0142821 0.0130563 0.0120452 0.0101736 0.00560556 0.00452882 0.00280449 0.00906863 0.00762156 0.0020915 0.00553006 0.00376547 0.00212525
internal_count=3910 3318 3206 3127 2691 2448 2264 2192 2129 1952 436 308 196 1715 1668 1167 501 238 83
is_linear=0
shrinkage=0.0016407


Tree=2351
num_leaves=18
num_cat=0
split_feature=14 403 403 3 4 0 157 14 48 0 2 42 12 1 42 48 2
split_gain=0.000452074 0.000174035 0.000324284 0.000197378 0.000171805 0.000175731 0.000188263 0.000208215 0.000217181 0.000333578 0.000315432 0.000214789 0.000255777 0.000198241 0.000190389 0.000150469 0.000142777
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 -0.22254999999999997 -0.49837999999999999 0.047345000000000005 -0.077534999999999979 -0.13131999999999996 0.12738500000000003 -0.10575999999999998 0.097940000000000013 0.088235000000000022 0.085325000000000012 0.095575000000000007 0.091955000000000023 0.016865000000000002 0.08400500000000001
decision_type=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 16 12 13 -11 -13 -12 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10 11 15 14 -14 -15 -16 -17 -18
leaf_value=0.0007169697080909391 -0.0010960440728767862 -0.00058361297862888611 0.00095051206276731352 -0.00066003314978153112 0.00050617079813327129 0.00059953771942534615 -0.00072117126065796618 0.00040416959874399098 -0.00070880689162600944 -0.00064893374770235118 0.00041561400172163344 0.00070460215257811174 -0.001087479392673943 0.0002201941274220357 -0.00024402598252895553 0.0012832502422540457 -0.00028927934793782057
leaf_weight=0.0010468530177280234 0.0010612399429212318 0.0012541629684096845 0.001081726696101514 0.0011375858081936118 0.001615413906422703 0.0013149057008673961 0.0013534302848028515 0.0014653442044769123 0.0012101955481793334 0.0013678321571927174 0.0012042128998209969 0.0010679956030349852 0.0012398744799642578 0.0015886290592542849 0.001330925707032431 0.0010460730691986275 0.0019225316209858512
leaf_count=147 126 337 123 118 360 74 112 63 91 319 157 243 800 105 524 96 115
internal_value=0 2.19643e-05 5.81418e-05 9.66294e-06 -2.95869e-05 1.08696e-05 -3.62923e-05 -9.55138e-05 -3.2526e-05 3.43754e-05 0.000333258 -0.000221133 -0.000449479 -0.000181915 0.000178302 0.000818945 1.06553e-05
internal_weight=0 0.0222477 0.0209935 0.0199118 0.018865 0.0177274 0.0164125 0.014797 0.0134436 0.0122334 0.00563816 0.00659526 0.00419634 0.00295646 0.00239892 0.00225029 0.00338788
internal_count=3910 3784 3447 3324 3177 3059 2985 2625 2513 2422 431 1991 1224 424 767 253 178
is_linear=0
shrinkage=0.00167351


Tree=2352
num_leaves=19
num_cat=0
split_feature=14 124 12 48 14 0 2 2 4 0 0 3 4 52 43 15 3 151
split_gain=0.000492771 0.000229399 0.000300574 0.000183153 0.000203617 0.000407827 0.000427721 0.000315294 0.000202116 0.000191704 0.00019494 0.000202802 0.000275744 0.000235082 0.000215167 0.000129537 0.000114242 9.0308e-05
threshold=0.077685000000000018 0.11158000000000001 0.11655500000000001 0.12738500000000003 -0.13131999999999996 -0.10575999999999998 0.097940000000000013 0.08400500000000001 0.26048500000000002 -0.084304999999999977 -0.083424999999999985 -0.115685 -0.23071499999999998 1.0000000180025095e-35 -0.074254999999999988 -0.089594999999999994 -0.077384999999999995 -0.016164999999999995
decision_type=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 15 -11 12 -12 14 16 -7 -13 -9
right_child=-2 -3 -4 -5 5 9 8 17 -10 10 11 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00050402781165071148 -0.0011744003921562525 0.00076419872807373423 -0.00089586658997287561 -0.00053483647796825104 0.00070992604408522467 -0.00010457661712683081 0.0016245347357531361 4.7061131475139168e-05 0.00058788608871576165 0.00077962595885504944 -0.0001510012050318284 -1.4192799463010347e-05 0.0010855025601130292 -0.00079224910981166114 -0.00053502139492870009 -0.00092135226785371356 0.00080430079328651068 -0.00063605965023765898
leaf_weight=0.0016689465764280651 0.0011131494912318953 0.0012859268447143459 0.0011390719805718296 0.0016085827266960331 0.0018600932062935701 0.0012525677694285127 0.0011629460759911003 0.0013657461964705492 0.0012107835455861197 0.0010414035578671368 0.0012834248782063185 0.0011459194859282651 0.0010215894223265928 0.0016382752044292962 0.0013444839070568086 0.0011982922248544425 0.0010135557877990857 0.0011035509701724788
leaf_count=164 126 40 173 105 74 333 108 43 154 105 117 271 110 606 467 707 105 102
internal_value=0 3.50542e-05 -7.45074e-06 4.09222e-05 8.88808e-05 0.000144968 0.00048991 0.000157731 0.00109576 -6.63927e-05 5.99311e-05 -4.07091e-05 0.000397021 -0.000236922 2.27207e-05 -0.00050392 0.000369969 -0.000258232
internal_weight=0 0.0233452 0.0220592 0.0209202 0.0193116 0.0176426 0.00670312 0.00432939 0.00237373 0.0109395 0.00848865 0.00744725 0.00230501 0.00514223 0.00350396 0.00245086 0.00215948 0.0024693
internal_count=3910 3784 3744 3571 3466 3302 481 219 262 2821 1781 1676 227 1449 843 1040 376 145
is_linear=0
shrinkage=0.00177594


Tree=2353
num_leaves=18
num_cat=0
split_feature=14 124 12 376 48 12 2 457 43 52 3 49 43 15 0 52 0
split_gain=0.0002808 0.000192782 0.000290582 0.000161976 0.000172835 0.000211329 0.000237467 0.000244103 0.000232772 0.000266917 0.000231601 0.000185596 0.000184591 0.000270525 0.000150716 0.000133971 3.13902e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 -0.051479999999999991 0.11542500000000001 -0.0034949999999999994 -0.17307499999999998 0.086950000000000013 0.090325000000000003 -0.081629999999999994 0.0033500000000000005 -0.07142999999999998 -0.083424999999999985 -0.074484999999999982 -0.051824999999999989
decision_type=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 11 -10 13 -13 -15 -12 -11
right_child=-2 -3 -4 -5 -6 6 -8 8 9 16 15 12 -14 14 -16 -17 -18
leaf_value=-0.00050951645095099682 -0.00077331882834020486 0.00062376355936848214 -0.00078110836667304769 0.00061544460675471606 -0.00053947420830897052 -0.00068716838494256572 0.00062780663102303088 0.000657731745418826 0.00055695768735069618 -0.00067312034558238631 0.00018508456512835887 -0.00046509414521486746 -0.00064688765384778306 0.00062328713351360429 -4.0312609193092025e-05 0.00094781914015850213 -0.00029693007348169067
leaf_weight=0.0014671715825330242 0.0010623090853755365 0.0011682552987384636 0.0010624899851385634 0.0010383328025000893 0.0012695671865488303 0.0010194490080258608 0.0016948669926292329 0.0014394810625483053 0.0011195986892020534 0.0010250022410280696 0.0010758812649753757 0.0017298576210209148 0.0012011219535039003 0.0015246115178208222 0.0016238087274028767 0.0010409980626770593 0.0010134873016187642
leaf_count=270 135 40 173 185 88 254 248 121 79 706 78 362 228 297 530 66 50
internal_value=0 2.49818e-05 -9.4004e-06 3.31201e-05 -2.05191e-08 4.03246e-05 9.23431e-05 2.66427e-05 8.35211e-05 1.0724e-05 0.000119436 -1.01622e-05 -0.000114605 1.64534e-05 0.000281033 0.000560167 -0.000486088
internal_weight=0 0.021514 0.0203457 0.0192832 0.0182449 0.0169753 0.0155082 0.0138133 0.0127938 0.0113544 0.00931588 0.007199 0.0060794 0.00487828 0.00314842 0.00211688 0.00203849
internal_count=3910 3775 3735 3562 3377 3289 3019 2771 2517 2396 1640 1496 1417 1189 827 144 756
is_linear=0
shrinkage=0.00151575


Tree=2354
num_leaves=13
num_cat=0
split_feature=124 133 14 15 16 49 4 160 42 0 49 2
split_gain=5.68107e-05 0.000131204 9.54457e-05 0.000129268 8.78192e-05 0.000135336 0.000107507 6.8076e-05 0.000102641 0.000128428 0.000111662 0.00012346
threshold=1.0000000180025095e-35 0.099765000000000006 -0.13131999999999996 -0.14487999999999998 -0.41862999999999995 0.082865000000000008 -0.23071499999999998 0.093550000000000008 -1.0000000180025095e-35 -0.070894999999999986 -0.047894999999999993 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 -8 10 -10 -12
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 11 -13
leaf_value=-0.002558081316552835 0.002254418651472077 -0.0034227795832600587 0.0036829761098279203 -0.0023480143852068636 -0.0023798643946857877 0.0037495217570194341 -0.0018455009967804873 -0.0020307348688119882 0.0027887608451103527 0.0039139146649350117 0.0010582803306749501 -0.0029088323308129305
leaf_weight=0.0012671558153853893 0.0010387207470055606 0.0011642838261759431 0.0010693528544080929 0.0013839619508901535 0.0016380249482543267 0.0010632919974300657 0.0012686285505890587 0.0010003388717111997 0.0014841769667509495 0.0014497151761096996 0.0019790151015004606 0.0013235529968348182
leaf_count=155 100 592 308 210 232 418 552 192 172 197 341 441
internal_value=0 -0.000171794 8.17746e-05 0.000326657 4.15984e-05 0.0003367 -2.10501e-05 0.000433224 0.000761641 0.00129199 0.000497911 -0.000531599
internal_weight=0 0.0160915 0.0149272 0.0136601 0.0125907 0.0112067 0.0101435 0.00850543 0.00750509 0.00623646 0.00478675 0.00330257
internal_count=3910 3810 3218 3063 2755 2545 2127 1895 1703 1151 954 782
is_linear=0
shrinkage=0.010055


Tree=2355
num_leaves=20
num_cat=0
split_feature=1213 14 11 13 13 2 132 39 133 48 50 47 12 52 4 151 16 42 4
split_gain=0.000477776 0.000360162 0.000247916 0.000223562 0.000303405 0.000371812 0.000301745 0.000247224 0.000465265 0.000285087 0.000204946 0.000178848 0.000273155 0.000257106 0.000207068 0.000191166 0.000134215 7.68308e-05 7.33726e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.52445999999999982 -0.091229999999999992 0.099990000000000009 0.079995000000000011 0.090455000000000021 0.087330000000000019 0.12675000000000003 0.086465000000000014 0.09252500000000001 0.094045000000000004 -0.0066199999999999991 0.0057500000000000008 -0.080994999999999998 -0.057604999999999996 0.08110500000000001 0.00046500000000000008
decision_type=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 17 7 8 9 10 11 12 13 14 15 -6 18 -5 -15
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.0010310896819202182 -0.00056135214784899952 -0.00084060282035668295 -0.00058523603212703545 -0.00021811598696262001 0.00026969331491870455 0.00099020719765214346 0.00072128920202697204 0.00056216487111915238 -0.0010660386528841131 -0.00076293894726599948 -0.0005752122899694319 -0.00028261304413305466 -0.00050039004386303535 0.00064263547520724813 0.00058035391494468179 -0.00059971349509953503 0.00089442959903679941 0.0003611584328473466 0.00010165793051026506
leaf_weight=0.0010333062923012564 0.0011149796067187702 0.0010641162662873285 0.0012860125307287964 0.0010639714990590158 0.0010122681591236971 0.0019238830791047795 0.0013877818934027791 0.0015228304621734108 0.0010207887565372034 0.0010386440272851525 0.0010422931919258334 0.0019693399078252955 0.0010499652938382939 0.0010346721500958944 0.0010445715374236553 0.0013640468456163155 0.0017757033579273249 0.0010404669917775111 0.0012993949892739151
leaf_count=592 52 112 125 63 98 176 234 194 706 52 274 164 204 176 58 242 137 132 119
internal_value=0 2.14971e-05 6.13975e-05 9.97092e-05 0.000135506 0.000508586 4.47641e-05 -1.71073e-05 -8.17245e-05 -2.17537e-06 6.59876e-05 0.000129336 0.000223882 0.000324864 1.7886e-05 -0.000229362 0.000580386 6.82863e-05 0.000341469
internal_weight=0 0.0240557 0.0229916 0.0217056 0.0205906 0.00402832 0.0165623 0.0151745 0.0136517 0.0126309 0.0115923 0.01055 0.00858062 0.00753066 0.00342089 0.00237632 0.00410977 0.00210444 0.00233407
internal_count=3910 3318 3206 3081 3029 371 2658 2424 2230 1524 1472 1198 1034 830 398 340 432 195 295
is_linear=0
shrinkage=0.00151575


Tree=2356
num_leaves=20
num_cat=0
split_feature=14 403 403 3 4 0 42 47 40 0 48 14 2 48 48 0 0 15 151
split_gain=0.000465413 0.00014886 0.000238557 0.000212032 0.000168461 0.000167473 0.000174569 0.000338234 0.000167869 0.000251639 0.000283643 0.000283292 0.000316096 0.000302237 0.000198619 0.000182406 0.000184135 0.000137897 0.000237192
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 -0.22254999999999997 -0.49837999999999999 0.047345000000000005 -1.0000000180025095e-35 0.10697000000000002 -0.0068699999999999985 -0.053834999999999994 0.12738500000000003 -0.13131999999999996 0.097940000000000013 0.091875000000000012 0.016865000000000002 -0.073729999999999976 -0.099024999999999988 -0.0071449999999999994 -0.0074049999999999993
decision_type=2 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 -8 10 11 -10 13 15 -14 16 17 18 -13
right_child=-2 -3 -4 4 5 -7 8 -9 9 -11 -12 12 14 -15 -16 -17 -18 -19 -20
leaf_value=0.00066448747207257836 -0.00097189261265231345 -0.00045872506128194501 0.00076097905015315881 -0.00056408319361172697 -0.00096016270875479094 0.00053301122678897292 0.00058934189024262024 0.00021819661437211916 -0.00055027423125285693 -0.00066070260789044381 -0.00063916107342119671 0.00051029743949573163 0.00031302786466781804 -0.00064719452206666412 0.0011861739846873755 0.00077761555972769535 -0.00036384216329120815 0.00065894155383250776 -0.00044800587160646503
leaf_weight=0.0010901590831985794 0.001065820166072525 0.0012783570540455804 0.0010299369855790849 0.0011368641487687616 0.0011493501798401059 0.0013306065982692994 0.0011489565162842745 0.0010111628969582398 0.0011744268817583956 0.0011697270827474198 0.0011494634921199879 0.0011804540586972667 0.0013043729195100894 0.0011029821897581629 0.0010292923709284141 0.0010026998051457783 0.0014462349781516138 0.0012645293901269988 0.0011035760044491028
leaf_count=147 126 337 123 118 753 74 282 37 71 146 65 39 225 115 77 138 917 53 67
internal_value=0 3.3489e-05 6.37042e-05 2.74246e-05 -9.70513e-06 2.61702e-05 -1.53643e-05 -0.000408667 4.50003e-05 -3.3781e-06 6.20147e-05 0.000137989 0.000223668 6.77271e-05 0.00069814 0.000199206 8.30913e-05 0.000265241 4.72735e-05
internal_weight=0 0.0221032 0.0208248 0.0197949 0.0187047 0.0175678 0.0162372 0.00216051 0.0140767 0.0129278 0.011758 0.0106086 0.00943414 0.00710048 0.00233367 0.00599749 0.00499479 0.00354856 0.00228403
internal_count=3910 3784 3447 3324 3177 3059 2985 790 2195 1913 1767 1702 1631 1329 302 1214 1076 159 106
is_linear=0
shrinkage=0.00148603


Tree=2357
num_leaves=12
num_cat=0
split_feature=41 15 3 12 0 3 2 150 1 4 3
split_gain=5.47847e-05 7.71445e-05 0.000122695 0.000103755 0.000157198 0.000136714 0.000100869 0.000124422 0.000113664 0.000100258 7.3805e-07
threshold=0.078535000000000008 0.091600000000000015 -0.10315499999999998 0.086935000000000012 -0.07773999999999999 -0.015064999999999997 0.083945000000000006 0.089155000000000012 0.10521500000000002 -0.23071499999999998 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -4 10 8 -8 -1 -7
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.00021235431393744461 -0.0024205118858338891 -0.0020386168105065612 0.0031662319502300702 -0.0044477349283204683 0.00025657494016508335 0.0017035985367676769 -0.0039978379280494712 0.0016742635662916516 -0.00018771233633209654 0.0047191577092419029 0.0021123369537563953
leaf_weight=0.0010361137619299132 0.001024034536565451 0.0016824743683865181 0.0018184703794358178 0.0013572767047030218 0.0020011947869652321 0.0010095245318367573 0.0016971100425407643 0.0014893984195151755 0.0018778950415388965 0.001228225147701433 0.0010024439072902
leaf_count=123 195 623 784 846 385 126 206 127 204 233 58
internal_value=0 0.000124341 0.000375009 -4.66778e-05 -0.0016446 0.000556659 -0.000113943 -0.000916915 -0.00199644 0.00265694 0.00190725
internal_weight=0 0.0162001 0.0145177 0.0122533 0.00335847 0.00889484 0.00707637 0.0050644 0.00357501 0.00226434 0.00201197
internal_count=3910 3715 3092 2736 1231 1505 721 537 410 356 184
is_linear=0
shrinkage=0.0106704


Tree=2358
num_leaves=19
num_cat=0
split_feature=14 150 124 12 52 16 1 0 2 1 12 15 15 42 0 2 150 52
split_gain=0.000317462 0.000198466 0.000206707 0.000246009 0.000230357 0.000208034 0.000215423 0.000251847 0.000306482 0.00027508 0.000202674 0.000273247 0.000233906 0.000188961 0.000304119 0.000165552 0.000119447 9.71702e-05
threshold=0.073890000000000011 -0.20684999999999998 0.11158000000000001 0.11655500000000001 0.28122000000000008 0.050115000000000007 0.10386500000000001 -0.14808999999999997 1.0000000180025095e-35 0.11215000000000001 0.086935000000000012 0.088345000000000021 -0.0071449999999999994 0.091230000000000019 0.076335000000000014 0.085155000000000022 0.083205000000000015 -0.098644999999999983
decision_type=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 9 -9 -8 12 -12 16 14 17 -14 -3 -7
right_child=-2 2 -4 -5 -6 13 7 8 -10 -11 11 -13 15 -15 -16 -17 -18 -19
leaf_value=0.00070514092876123929 -0.00085355170137116365 -0.00046789500619285907 0.00064134923869437518 -0.00077936259752295312 -0.00070487338168957606 -0.0010881667506152275 0.0006574169963049208 0.00027099782369625496 0.0014267787982458961 -0.00045579427369077418 -0.0009378490053377715 9.2253814670437961e-05 3.4712951400254906e-05 0.00023502659299542099 0.00023017351041770069 0.00081565625959307349 0.00014521741412808526 -0.00045504200848070335
leaf_weight=0.0010157026251853543 0.0010741829696629254 0.0014582059913146976 0.0011531823384931935 0.0010744763297536415 0.0011000169175523758 0.0011186475566652698 0.0010009690890029066 0.0012796079082124769 0.0010297151937189658 0.0012308032577465549 0.0011667015339569282 0.0014196250519376008 0.0011565274461269679 0.0015204642925308182 0.0011760968598720778 0.0016216296241769873 0.0017250783363189498 0.001307451308951448
leaf_count=42 135 310 40 169 319 312 51 152 202 80 582 505 302 175 125 125 183 101
internal_value=0 2.39287e-05 -8.19457e-06 -4.49375e-05 -4.07479e-06 3.8255e-05 0.000143698 0.000421266 0.000786355 4.34906e-05 -3.76251e-06 -0.000372429 0.000156181 -0.000231162 -0.000427937 0.000490555 -0.000135638 -0.000746969
internal_weight=0 0.0225549 0.0215392 0.020386 0.0193115 0.0182115 0.0130889 0.0045411 0.00230932 0.00223177 0.00854777 0.00258633 0.00596144 0.00512266 0.0036022 0.00277816 0.00318328 0.0024261
internal_count=3910 3775 3733 3693 3524 3205 2492 485 354 131 2007 1087 920 713 538 427 493 413
is_linear=0
shrinkage=0.00157699


Tree=2359
num_leaves=14
num_cat=0
split_feature=11 3 156 1 0 2 16 16 15 15 3 48 3
split_gain=4.84661e-05 6.14816e-05 6.90872e-05 7.7542e-05 0.000174697 0.000102513 8.35675e-05 0.000140545 9.14591e-05 0.000211285 0.000114179 0.000122333 6.04736e-05
threshold=0.08184000000000001 -0.14218999999999996 0.088820000000000024 1.0000000180025095e-35 -0.089879999999999974 0.10362500000000001 -0.43346499999999993 -0.110495 -0.017214999999999998 0.05377500000000001 0.082730000000000012 0.091125000000000025 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 12 -5 -8 10 -10 -9 -12 -6
right_child=-2 2 -4 6 5 -7 7 8 9 -11 11 -13 -14
leaf_value=0.0023052282518984616 -0.0019530318314740489 -0.0046305923627943226 -0.0025111517650524559 -0.0017383692648478997 -0.00058301908272016183 -0.0025848511644189975 0.003647910849695458 0.0013840939633915988 0.004323899857811276 -0.0015136666264539207 -0.0045414615576640774 0.00030034608455753946 0.0025663946275622631
leaf_weight=0.0012070163796144657 0.0012236537302417255 0.0010077769779328815 0.0010736768348780035 0.001258707497124382 0.0010854820070699102 0.0010121344701197015 0.0016641055458094392 0.001591304469966851 0.0014625648529278147 0.0010970434314829317 0.0010828819136560683 0.0010288183180579558 0.0014264154267224815
leaf_count=165 224 432 330 225 624 253 162 308 141 386 70 71 519
internal_value=0 0.000123193 -5.48724e-05 0.000137386 -0.000938904 0.000116818 0.000668394 0.00105057 0.000360405 0.00182193 -0.000649837 -0.00218254 0.00120542
internal_weight=0 0.0159979 0.0147909 0.0137172 0.00453181 0.00352403 0.00918543 0.00792672 0.00626261 0.00255961 0.003703 0.0021117 0.0025119
internal_count=3910 3686 3521 3191 1828 1396 1363 1138 976 527 449 141 1143
is_linear=0
shrinkage=0.010055


Tree=2360
num_leaves=14
num_cat=0
split_feature=124 4 0 4 4 42 49 43 1 2 2 16 16
split_gain=4.62242e-05 0.00012796 9.24616e-05 0.000108058 8.06812e-05 0.000102365 8.11354e-05 0.000173385 0.000140937 0.00010371 0.000216218 0.00020849 0.000135575
threshold=1.0000000180025095e-35 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.077679999999999985 -1.0000000180025095e-35 -0.047894999999999993 -0.078844999999999985 0.090740000000000015 0.11230000000000001 0.096540000000000015 -0.057604999999999996 -0.081854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 8 -8 -7 10 11 -9 -11
right_child=-2 2 -4 4 5 6 7 9 -10 12 -12 -13 -14
leaf_value=-0.0042932018648861635 0.002492939295926748 -0.0035500506086705206 0.0026987840362559172 0.0031307145254677307 -0.0038037263601486296 -0.0011353865235798519 -0.0049223701300377771 -0.0045510063365757298 0.0043275961909292355 0.0013347112950944447 0.0063041306961489534 0.0026594081934080416 -0.0049808918503445425
leaf_weight=0.0010651503140103871 0.0010278705424261484 0.0013417992792511503 0.0018128387580347407 0.0012015321519048871 0.001076281300534704 0.0012745702441090039 0.0011348547403260533 0.0010360041869537681 0.0016001625493510321 0.0010090888742642704 0.0010390269578798902 0.0014396440804853284 0.0010337636559014755
leaf_count=173 100 495 233 474 506 169 579 271 201 145 136 301 127
internal_value=0 -0.00018817 0.000103337 -0.000253471 0.000119967 -0.000219916 0.000183256 -0.000556528 0.00190547 0.000334983 0.0016115 -0.000357991 -0.00186123
internal_weight=0 0.0160647 0.0149996 0.0131867 0.0118449 0.0106434 0.00956712 0.00669238 0.00287473 0.00555753 0.00351468 0.00247565 0.00204285
internal_count=3910 3810 3637 3404 2909 2435 1929 1559 370 980 708 572 272
is_linear=0
shrinkage=0.0122569


Tree=2361
num_leaves=16
num_cat=0
split_feature=14 403 403 3 11 13 39 0 0 0 2 52 1 133 1375
split_gain=0.000314144 0.000142291 0.000186146 0.000162505 0.000127731 0.000171325 0.000192033 0.000237585 0.000204925 0.0004169 0.000171722 0.000181871 0.000151266 0.000137592 9.77509e-05
threshold=0.073890000000000011 0.088015000000000024 0.010605000000000002 -0.22254999999999997 0.078730000000000008 -0.083514999999999992 0.005105000000000001 -0.053834999999999994 -0.070894999999999986 -0.10131499999999999 0.083945000000000006 0.0033900000000000002 0.096630000000000008 0.083815000000000014 -0.012944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 7 8 9 10 -7 14 13 -5 -12
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00063040028763295709 -0.00084402069031043199 -0.00048847482804485667 0.00070091267610511844 -0.0002764251664761077 -0.00052202372026591943 0.00046664408651506909 0.00037457111785094881 -0.00077853301885690267 0.00055524932696827403 -0.00090187183158997402 1.9175685824505773e-05 0.00039937640241245785 0.00065020492734936823 0.00035807612183937727 -0.00054237401323597154
leaf_weight=0.0010062166770195965 0.0010314422517451452 0.0011920457787873663 0.0010316128294004653 0.0014717499226451604 0.0010860723716827883 0.0015303337324397122 0.0018763130610904887 0.0013083435428502448 0.0010896236083617963 0.0014607863149605641 0.001199199660140593 0.0011139501358945827 0.0016385288022373688 0.0018360896232439885 0.0019391283217992661
leaf_count=147 135 336 147 318 87 31 286 235 230 1089 33 70 248 368 150
internal_value=0 3.01359e-05 6.16966e-05 2.61603e-05 -8.48318e-06 2.53932e-05 -7.79615e-05 -0.000166029 -6.98618e-05 -0.000163897 2.25278e-05 -0.000137303 0.000266056 7.57688e-05 -0.000327798
internal_weight=0 0.02078 0.0195879 0.0185563 0.0175501 0.016464 0.0115177 0.00964137 0.00833302 0.0072434 0.00578261 0.00425228 0.00494637 0.00330784 0.00313833
internal_count=3910 3775 3439 3292 3145 3058 2124 1838 1603 1373 284 253 934 686 183
is_linear=0
shrinkage=0.00154607


Tree=2362
num_leaves=13
num_cat=0
split_feature=150 4 15 13 3 0 3 47 4 0 3 12
split_gain=4.88412e-05 0.000106233 7.69122e-05 8.77692e-05 0.000126499 0.00011408 0.000102163 0.000104468 8.88305e-05 0.000129181 0.000118527 8.53466e-05
threshold=-0.096234999999999987 0.27608500000000008 -0.11739999999999999 -0.45122499999999993 0.12046500000000002 -0.22851499999999997 0.076695000000000013 0.10783500000000001 -0.0021099999999999995 -0.10071499999999999 -0.078884999999999997 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 10 -10 11 -7
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=0.0018479952524731963 -0.0028219709061568839 0.0018214678231986958 0.0023305054461331175 0.0025923091147685645 -0.0031583652490735506 -0.0022523477735352116 -0.0029827529457493469 0.0026446900792446472 0.00023083134559009875 -0.0041462190821545987 0.0023188395751331907 0.000582293561003995
leaf_weight=0.0010877786019641835 0.0010304285918359369 0.0019906062944611653 0.001017642112836282 0.001139842174169293 0.001281938560993622 0.0016353266875027421 0.0011650631190825997 0.0010083175367188169 0.001100398236203861 0.0011371393445481137 0.0015138000404025212 0.0019096839773998578
leaf_count=85 262 412 44 55 96 638 122 120 137 443 547 949
internal_value=0 -0.000146558 -0.000427597 -0.000236475 -0.000456149 -0.000129645 -0.000457278 -0.000102979 -0.000482692 -0.00199363 0.000185603 -0.000725337
internal_weight=0 0.0159302 0.0139396 0.0129092 0.0118915 0.0106096 0.00946973 0.00830467 0.00729635 0.00223754 0.00505881 0.00354501
internal_count=3910 3825 3413 3151 3107 3011 2956 2834 2714 580 2134 1587
is_linear=0
shrinkage=0.00910708


Tree=2363
num_leaves=19
num_cat=0
split_feature=14 124 12 43 16 13 157 14 15 13 42 4 52 52 16 42 1 13
split_gain=0.000518951 0.000196883 0.00026203 0.000138637 0.000203008 0.000231977 0.00021551 0.000247675 0.000225637 0.00021657 0.000192866 0.000181539 0.000151156 0.000122937 9.2115e-05 6.27812e-05 4.92629e-05 3.80139e-05
threshold=0.077685000000000018 0.11158000000000001 0.11655500000000001 -0.17307499999999998 0.081265000000000018 -0.0073699999999999989 -0.054834999999999988 -0.13131999999999996 -0.13823999999999997 -0.094679999999999986 0.085330000000000003 0.080255000000000007 -0.010284999999999997 -0.23375999999999997 -0.083564999999999987 0.083815000000000014 0.089825000000000002 0.20131000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 6 13 -5 -8 -9 15 11 12 16 -6 -14 -10 -11 -1
right_child=-2 -3 -4 4 5 -7 7 8 9 10 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=0.00065438530541129798 -0.0011459292860710988 0.00067867669621440689 -0.00077526295791780441 0.00060227608645320712 0.00031841639808306686 -0.00098499852476145624 -0.00064865262213274072 0.00069251792494754339 0.00074024335520405911 3.4853638209486256e-05 -0.00068248031714390138 -0.00057484533191052547 0.00063869170825992438 -0.00041744023787875883 7.7666753237495947e-05 0.00018327069519721295 -0.00046814346919926431 0.00021874234355298593
leaf_weight=0.0010338434811538134 0.0010041542563050806 0.0011697634853167138 0.0010687276898899865 0.0017924161807700957 0.0010948645731041345 0.0010502487280997222 0.0013359116357153618 0.0013821889947898481 0.0010238788447080862 0.0010020950158716657 0.0013401036739688456 0.0011906930568933924 0.0014735495785644882 0.0012674382970854735 0.0015576668407385596 0.0010717024471251779 0.0010131041600905111 0.0010391586773407929
leaf_count=71 126 40 173 367 215 273 85 307 97 155 764 127 241 113 408 136 95 117
internal_value=0 3.66296e-05 4.13063e-07 4.25602e-05 -3.79232e-06 -0.000356024 8.09558e-05 5.54374e-06 8.45985e-05 -2.26989e-06 -0.000128845 -9.89128e-06 0.000123409 -7.63903e-05 0.000350395 0.000455402 -0.000218019 0.000436005
internal_weight=0 0.0219074 0.0207376 0.0196689 0.0175959 0.00341255 0.0141833 0.0123909 0.011055 0.00967279 0.00757721 0.00623711 0.00504642 0.0023623 0.00303122 0.00209558 0.0020152 0.002073
internal_count=3910 3784 3744 3571 3383 601 2782 2415 2330 2023 1790 1026 899 328 649 233 250 188
is_linear=0
shrinkage=0.00160853


Tree=2364
num_leaves=21
num_cat=0
split_feature=1213 14 38 124 124 12 483 13 4 12 2 3 157 151 15 0 0 160 1 15
split_gain=0.000601847 0.000543559 0.000335246 0.000388902 0.000272111 0.00037713 0.000305122 0.000231592 0.000238104 0.000234183 0.000239852 0.00022257 0.000283054 0.000185225 0.000162678 0.000141219 0.000182853 0.000117152 0.000106352 9.87935e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.11158000000000001 0.11655500000000001 0.083960000000000021 -0.083514999999999992 -0.23071499999999998 0.092365000000000017 0.10066500000000002 -0.088024999999999978 -0.07686999999999998 -0.044604999999999992 0.05377500000000001 -0.17106499999999999 -0.070894999999999986 0.087825000000000014 0.089605000000000018 -0.10071499999999999
decision_type=2 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 14 18 -13 -14 -5 17 19 -15 -10 -17
right_child=1 -3 -4 4 -6 -7 -8 8 11 -11 -12 12 13 15 -16 16 -18 -19 -20 -21
leaf_value=-0.0012623888041191364 0.00092388015198442686 -0.0011283745636730407 -0.00088026300172122933 -1.7481695332748073e-05 0.00082962521123006476 -0.00097520642642099026 -0.0008470207769832968 -0.00055388120392530838 0.00026761067439671208 -6.8208193440211814e-05 0.0013894355476709674 0.00072683133330029529 -0.00072306040300471421 0.00075034345958457113 0.000908018488039576 -0.00019115810850503468 0.00025420500755316786 -6.7116499392037745e-05 0.00098551286963128562 -0.00095826805052252363
leaf_weight=0.0011410484436236356 0.0017281397519099155 0.0011713619222135643 0.0010420380104284579 0.0013011089449919524 0.0013256288378572919 0.0011017218108590769 0.0010349481313659597 0.0019925549656145255 0.0016604600028370985 0.0018294847299637207 0.001064252921757991 0.0012355154720730963 0.0014842169149407039 0.0010110735055297504 0.0010327442776250917 0.0010058208616190367 0.0013119709453726022 0.0011204013302972271 0.0010037070110322371 0.0010302509270693413
leaf_count=592 263 112 88 332 40 148 346 203 283 93 112 106 104 48 92 85 217 31 103 512
internal_value=0 3.01099e-05 8.59168e-05 0.000129175 6.5434e-05 1.53339e-05 7.24147e-05 0.000125035 -6.10274e-07 0.00043403 0.000704427 0.00010087 -4.11903e-05 -0.000177454 0.000392058 -2.96674e-05 -0.00025269 0.000320649 0.000538075 -0.000579315
internal_weight=0 0.0254874 0.024316 0.023274 0.0215459 0.0202202 0.0191185 0.0180836 0.012856 0.00522759 0.00339811 0.0108634 0.00819925 0.00696373 0.00233385 0.00547952 0.00334804 0.00213147 0.00266417 0.00203607
internal_count=3910 3318 3206 3118 2855 2815 2667 2321 1692 629 536 1489 1103 997 424 893 814 79 386 597
is_linear=0
shrinkage=0.00174112


Tree=2365
num_leaves=13
num_cat=0
split_feature=484 1375 52 52 1 16 52 1 3 12 1 2
split_gain=4.85163e-05 7.43501e-05 0.000102056 0.00016861 0.000148497 9.35207e-05 0.000209594 6.71997e-05 8.34222e-05 0.000110155 0.000130151 6.04336e-05
threshold=-0.0043499999999999988 -0.072014999999999982 -0.048794999999999991 -0.40083499999999994 0.091035000000000019 -0.055679999999999993 0.091210000000000013 0.11561500000000001 -0.089974999999999986 0.086935000000000012 0.089455000000000021 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 8 -4 10 -10 -8
right_child=1 2 5 4 -6 6 11 -9 9 -11 -12 -13
leaf_value=-0.0018441022734567566 -0.0021429115636635004 -0.001952366387673967 -0.0021486163910405262 0.00047290890429383184 0.0042114918416965436 -0.0044377234909129147 0.0019504971648625637 0.0021761553928540895 0.0039362817055121225 -0.0015177333217977962 -0.00025349648313942937 -0.0011700098777435196
leaf_weight=0.001173756608064523 0.0011687274687567353 0.0010007380295568996 0.0012760061372502716 0.0018264081324267213 0.0018407336951953082 0.0012899942030521784 0.0010117199333098447 0.0014510128592230605 0.0012118330996485063 0.0013961040396138005 0.0013552609794070247 0.0011378112770960222
leaf_count=612 124 355 339 268 325 252 220 260 218 757 109 71
internal_value=0 0.00011266 0.000290807 0.00142723 0.0023495 -0.000232869 -0.00147768 0.000407106 -8.28368e-05 0.000582269 0.00172435 0.000298719
internal_weight=0 0.0159663 0.0147976 0.00466788 0.00366714 0.0101297 0.00343953 0.00669022 0.0052392 0.0039632 0.00256709 0.00214953
internal_count=3910 3298 3174 948 593 2226 543 1683 1423 1084 327 291
is_linear=0
shrinkage=0.00928922


Tree=2366
num_leaves=22
num_cat=0
split_feature=14 1213 44 1374 124 12 43 16 474 13 13 12 457 13 4 2 2 3 43 2 4
split_gain=0.000444314 0.000356097 0.000213232 0.000200319 0.000177889 0.000288142 0.000225796 0.000284986 0.000334766 0.000327034 0.000203839 0.000242836 0.000233174 0.000186027 0.000324561 0.000180031 0.000172607 0.000119468 0.000117306 0.000112791 0.000112641
threshold=0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088294999999999985 0.11158000000000001 0.11655500000000001 -0.15109999999999998 0.10994000000000002 0.080165000000000014 -0.0073699999999999989 -0.083514999999999992 0.092365000000000017 0.088020000000000001 -0.0024749999999999993 0.080255000000000007 0.091525000000000009 0.097940000000000013 0.11818000000000002 -0.34918499999999997 0.091025000000000009 -0.0025899999999999994
decision_type=2 2 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 18 8 10 16 11 15 13 -12 19 -8 -9 -16 -5 20 -15
right_child=-2 2 -4 4 -6 -7 7 9 -10 -11 12 -13 -14 14 17 -17 -18 -19 -20 -21 -22
leaf_value=-0.00088895278105700177 -0.00098635093450143803 -0.00058458061234159964 -0.00063250377690421628 0.000214753069527113 0.00073120227782309116 -0.00068022408451174255 0.00026436623776130563 -0.00044174348687052125 0.00088532458712853247 -0.0010769819803086685 -0.0007034883251485145 -0.00025988963906845025 0.00064948362871326978 0.00041597999620100501 -0.0001525815428617907 0.0010528423278041597 0.00036642222124411665 -0.00091695717729845005 0.00087836461213143177 0.00065401670436250245 -0.00031206663897723923
leaf_weight=0.0010079405696778098 0.0011200101479124083 0.0010157599107079021 0.0010335000814416509 0.0012396474399902074 0.0011657014853604505 0.0011189572142381995 0.0016033011635037909 0.0012660743902875252 0.0014967972794840143 0.0010120626163957281 0.0012862005604116081 0.0010705002457353507 0.0010067406880556809 0.0010490056079844115 0.0010257684894453521 0.0013073964822693691 0.0013666605250868685 0.0010083937313623004 0.0014227134974991616 0.0012031873895289869 0.001065058425598623
leaf_count=578 126 69 71 109 38 147 359 182 283 246 805 65 67 107 73 194 110 36 99 88 58
internal_value=0 2.91132e-05 6.80535e-05 9.9907e-05 0.000131926 9.79298e-05 0.000142744 7.5002e-05 0.000183355 -0.000315101 9.2976e-05 0.000382329 -5.772e-05 -0.000164983 -3.55544e-05 0.000618526 -2.22223e-05 -0.000531505 0.000569374 0.000268566 4.91925e-05
internal_weight=0 0.0247714 0.0237634 0.0227299 0.0217142 0.0205485 0.0194295 0.0167671 0.0131224 0.0036448 0.0116256 0.0039812 0.00764435 0.00663761 0.00535141 0.0029107 0.00263273 0.00203416 0.00266236 0.00331725 0.00211406
internal_count=3910 3784 3206 3135 3066 3028 2881 2673 2135 538 1852 618 1234 1167 362 553 292 109 208 253 165
is_linear=0
shrinkage=0.00157699


Tree=2367
num_leaves=19
num_cat=0
split_feature=14 42 4 3 1 48 151 49 47 1 159 484 42 3 3 0 3 43
split_gain=0.000495475 0.000171735 0.000415239 0.000194116 0.000167927 0.000270191 0.000235159 0.000350896 0.000275344 0.000310725 0.00036276 0.000255 0.000141772 0.00026902 0.000140423 0.000127707 0.000176447 0.000111219
threshold=0.077685000000000018 0.091955000000000023 0.074650000000000008 -0.15464999999999998 0.14000500000000002 0.12862000000000004 0.069165000000000018 -0.085974999999999982 0.07813500000000001 0.11198000000000001 0.09141500000000001 0.042570000000000004 -1.0000000180025095e-35 -0.082974999999999979 0.12991000000000003 -0.23029999999999998 -0.010319999999999998 -0.0098949999999999975
decision_type=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 -5 9 10 11 12 -9 -14 15 -15 -17 -10
right_child=-2 2 -4 4 -6 -7 -8 8 17 -11 -12 -13 13 14 -16 16 -18 -19
leaf_value=0.00064950269067959527 -0.0010987528796299747 -0.00084703199598640169 0.00027130344733547652 -0.00084604542793304427 0.00057150542818823285 -0.00081934582726789099 0.00077199364406960538 -0.00033301365295464831 6.873518513665164e-05 0.00097691412851786535 -0.00078186603362782165 0.00084123617800083866 0.00097517356893401413 0.0002755900750035724 0.00057908560053944024 5.8634251302464916e-05 -0.00084019705410729492 -0.00060228052413915749
leaf_weight=0.0015211243533795943 0.0010977928658339733 0.001840320976669192 0.0017375864765533482 0.0012315738236544716 0.0014807984499133299 0.0010295775486284233 0.0011223790287926893 0.0017194883057586796 0.001000332671383837 0.0011875527484162514 0.0011405913229303117 0.0014094160874280892 0.0010061139120802007 0.0015041746787187718 0.0010425835260434724 0.0013434861634286834 0.0010453739728563099 0.0019830860137756362
leaf_count=183 126 611 207 97 118 53 112 734 195 127 188 258 186 52 23 417 81 142
internal_value=0 2.80718e-05 -0.00030392 8.52683e-05 4.06747e-05 -3.57077e-06 4.66142e-05 -5.52888e-06 6.64461e-05 0.000182586 9.02066e-05 0.000199866 8.18744e-05 0.00020194 4.43176e-05 -9.88972e-05 -0.000334698 -0.000377291
internal_weight=0 0.0243456 0.00357791 0.0207677 0.0192465 0.0177657 0.0167362 0.0156138 0.0143822 0.0113988 0.0102112 0.00907064 0.00766122 0.00594173 0.00493562 0.00389303 0.00238886 0.00298342
internal_count=3910 3784 818 2966 2783 2665 2612 2500 2403 2066 1939 1751 1493 759 573 550 498 337
is_linear=0
shrinkage=0.0016407


Tree=2368
num_leaves=19
num_cat=0
split_feature=14 1374 457 11 3 403 160 160 13 13 1 4 39 0 16 52 4 15
split_gain=0.000538065 0.000221122 0.000271932 0.000205506 0.000244301 0.000230435 0.00017193 0.000195587 0.000184113 0.00037822 0.000257876 0.000318281 0.000193583 0.000244973 0.000304051 0.000201009 0.000251072 0.000125951
threshold=0.077685000000000018 -0.088294999999999985 0.088055000000000008 0.088315000000000018 -0.15002999999999997 0.088015000000000024 -0.217635 -0.081069999999999989 -0.51172499999999987 -0.083354999999999985 0.09832500000000001 -0.084009999999999987 0.005105000000000001 -0.053834999999999994 -0.30307999999999996 0.071660000000000015 -0.0031049999999999997 -0.07142999999999998
decision_type=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 10 11 -10 13 14 -11 16 -16 -18
right_child=-2 2 -4 -5 5 -7 7 8 9 12 -12 -13 -14 -15 15 -17 17 -19
leaf_value=-0.00071994289989933766 -0.0011445319741908606 0.00063178843879977981 0.00076792500401236057 -0.00067068947666736045 -0.00057296238599437123 -0.00078457718860454296 0.00058895576735767269 -0.0006490358710302133 0.00087694130124686752 -0.00093038040104148091 0.0011256971887580293 -0.00024480786789158102 0.00042970041561729279 -0.00094114493596409181 -0.00083354297913339659 0.00062706388885524957 -0.00014970199757584002 0.00053675002890427666
leaf_weight=0.0010639419258091634 0.001152563323267213 0.001854505963882795 0.0014271300053750732 0.0011627509383274051 0.0011967724368001633 0.0010050066199182158 0.0018998807201452859 0.0010734241527095211 0.0012048315765147422 0.001041649289539202 0.001249461901250087 0.001719250712634973 0.0015123368793636665 0.0011403330370371636 0.0010465313104718078 0.0013129926712382028 0.0019662947422224852 0.0012087660650217623
leaf_count=69 126 140 153 122 351 315 311 51 34 77 149 402 239 191 466 464 134 116
internal_value=0 2.59469e-05 6.04177e-05 1.36608e-05 5.2606e-05 -5.21104e-06 3.93624e-05 8.41123e-05 1.78543e-05 7.12667e-05 0.000489319 0.000217395 -0.000117787 -0.000225087 -0.000100921 5.5189e-05 -0.000122675 0.000111635
internal_weight=0 0.0240859 0.0230219 0.0215948 0.020432 0.0185775 0.0175725 0.0163758 0.0144759 0.0134024 0.00417354 0.00292408 0.0092289 0.00771657 0.00657623 0.00553458 0.00422159 0.00317506
internal_count=3910 3784 3715 3562 3440 3300 2985 2634 2323 2272 585 436 1687 1448 1257 1180 716 250
is_linear=0
shrinkage=0.00167351


Tree=2369
num_leaves=18
num_cat=0
split_feature=14 403 403 3 13 3 3 39 48 0 15 51 13 2 16 2 3
split_gain=0.000469584 0.000143084 0.000239896 0.000151804 0.000150734 0.000209479 0.000242924 0.000180391 0.000184699 0.000187293 0.000267008 0.000150566 0.000126187 0.000190832 0.000182951 0.000168754 0.000107845
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 -0.22254999999999997 -0.083514999999999992 -0.075679999999999983 -0.100615 0.005105000000000001 0.12675000000000003 -0.10131499999999999 -0.076594999999999983 0.085845000000000019 -0.49820499999999995 0.10066500000000002 -0.15168999999999996 0.11578500000000001 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 -6 8 9 10 11 16 -5 14 -14 -15 -7
right_child=-2 -3 -4 4 5 7 -8 -9 -10 -11 -12 -13 13 15 -16 -17 -18
leaf_value=0.00063349597287095489 -0.0010969861713343624 -0.00049031684199060265 0.00083403565078683632 -0.00027038440624672753 -0.00010141130471645475 0.00044703331999504533 -0.0010166715463453275 0.00045711262563333954 -0.00075758377591183374 -0.00050729320175116723 0.00075128740572784987 -0.00059092549635479468 0.00051432992334770689 0.0011191692794821489 -0.00034774871619887694 0.00019974099125269623 -0.00026338880903629903
leaf_weight=0.0010493665891236339 0.0010353840450970783 0.0013193975222756489 0.0010421986744724851 0.001204021818955528 0.0019435052352026402 0.0013462800383696738 0.0013046279468066661 0.0019601127905168551 0.001002226401288997 0.0014992020683347648 0.0014321028565666971 0.0011045144410060104 0.0011832330244638256 0.0011422506016105782 0.0015062343718881153 0.0010147760270752034 0.0010042974435560126
leaf_count=147 126 337 123 71 168 49 1016 286 52 448 82 41 111 85 598 132 38
internal_value=0 3.35762e-05 6.69059e-05 2.63154e-05 -7.85321e-06 -0.000110086 -0.00046903 1.46259e-05 -0.000102761 1.78596e-09 0.00015562 -9.12782e-05 0.00020499 0.000323088 3.15234e-05 0.000686623 0.000143501
internal_weight=0 0.0220583 0.020739 0.0196968 0.0186474 0.0125969 0.00324813 0.00934874 0.00738862 0.0063864 0.00488719 0.00345509 0.00605052 0.00484649 0.00268947 0.00215703 0.00235058
internal_count=3910 3784 3447 3324 3177 2180 1184 996 710 658 210 128 997 926 709 217 87
is_linear=0
shrinkage=0.0016407


Tree=2370
num_leaves=14
num_cat=0
split_feature=403 11 3 457 156 16 2 2 52 43 15 12 52
split_gain=8.32285e-05 7.29557e-05 8.88747e-05 9.72762e-05 9.18707e-05 0.000101665 0.000115782 9.51765e-05 8.13184e-05 0.000145997 0.000167934 0.000121221 6.42911e-05
threshold=0.087440000000000004 0.077330000000000024 -0.12008499999999998 -0.067474999999999993 0.084090000000000012 -0.110495 0.11203000000000002 0.088675000000000018 -0.081429999999999989 -0.00084499999999999994 -0.095799999999999982 0.085185000000000025 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 11 -10 -11 -7 -12
right_child=-2 -3 3 4 -6 8 -8 -9 9 10 12 -13 -14
leaf_value=0.0029476028520587553 -0.0030516493192798435 -0.0021036383577558234 -0.0030512711699406101 0.0015624100233508852 -0.0024275491995805563 -0.00060895496793172293 -0.00070049332642920469 0.0060901066529130592 -0.0034742154288714281 -0.0030010825161611524 0.00011975553536970352 0.0039548656977668817 0.0036774557475778794
leaf_weight=0.0014515320366114597 0.0010170702181161581 0.0015341713892545591 0.0010602157280965039 0.0011492793171684413 0.0012399020369335797 0.0014637492830637403 0.001023680316918938 0.0010546520312521707 0.0016242661994472947 0.001131200243369157 0.0010946492374877608 0.0013032256597543396 0.0013360993165181523
leaf_count=137 349 271 274 176 395 205 183 164 1023 83 214 255 181
internal_value=0 0.000156508 0.000388717 0.000113194 0.000383309 0.000695021 0.00232417 0.00372906 3.38714e-05 -0.000769991 0.000463148 0.00154057 0.0020753
internal_weight=0 0.0164666 0.0149325 0.0134809 0.0124207 0.0111808 0.00322761 0.00220393 0.00795319 0.00518621 0.00356195 0.00276697 0.00243075
internal_count=3910 3561 3290 3153 2879 2484 523 340 1961 1501 478 460 395
is_linear=0
shrinkage=0.0108838


Tree=2371
num_leaves=14
num_cat=0
split_feature=403 47 42 15 131 14 1 43 47 15 0 3 48
split_gain=6.80074e-05 6.60589e-05 0.000169842 0.000107468 0.000121269 0.000130136 0.00012339 0.000219181 0.000126717 0.000216739 0.00012251 0.000109998 9.83908e-05
threshold=0.087440000000000004 0.13177500000000003 0.098285000000000011 0.097255000000000022 0.088865000000000013 -0.13131999999999996 0.094485000000000013 0.0016850000000000001 0.09252500000000001 -0.073314999999999991 -0.10783 -0.08348499999999999 0.084500000000000006
decision_type=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 12 -12 -7
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11 11 -13 -14
leaf_value=-0.0026046546651278283 -0.0025073599239945317 -0.0021253932669746596 0.0037765401437130129 -0.0028302936005109953 -0.0029140298957095858 0.0029113053473284614 0.0067107867854805893 0.0031260316281149776 -0.00052314772241870316 0.0010911328558906388 -0.00024948726745911514 -0.0041329098933330054 -0.0013562291532132759
leaf_weight=0.0011468069822354902 0.0010094711951535778 0.0011723938383791438 0.0012549958653533403 0.0011996836650108667 0.0010736227606123359 0.0010785842675919179 0.0011432045531435085 0.0017067624501431872 0.0011035219074504443 0.0016008107374056411 0.0013394911206222816 0.0015053060868389051 0.0010228958205482641
leaf_count=122 349 72 454 305 391 117 233 260 97 234 661 558 57
internal_value=0 0.000129104 0.000303274 -9.85208e-06 0.000256136 0.000548353 0.000892705 8.00717e-05 0.00229788 0.00343238 -0.000970967 -0.00230438 0.000834082
internal_weight=0 0.0163481 0.0151757 0.0139207 0.012721 0.0116474 0.0105006 0.00665304 0.00384754 0.00274402 0.00494628 0.0028448 0.00210148
internal_count=3910 3561 3489 3035 2730 2339 2217 1653 564 467 1393 1219 174
is_linear=0
shrinkage=0.0098578


Tree=2372
num_leaves=18
num_cat=0
split_feature=14 13 3 39 48 42 2 457 1 151 403 160 157 2 15 16 12
split_gain=0.000347119 0.000128372 0.000227648 0.000193071 0.000351175 0.000224112 0.00021396 0.000178218 0.000162319 0.000161768 0.000117434 0.00015285 0.000334415 0.000127627 0.000156101 0.000126976 0.000118255
threshold=0.073890000000000011 -0.52445999999999982 0.16699000000000003 0.005105000000000001 0.12649500000000002 -0.089024999999999979 0.11542500000000001 0.082870000000000013 0.088385000000000005 -0.0080899999999999982 0.088015000000000024 -1.0000000180025095e-35 -0.077534999999999979 0.099015000000000006 -0.10192499999999999 -0.055679999999999993 0.086935000000000012
decision_type=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 9 -9 -3 11 12 -11 14 -13 16 -16
right_child=-2 2 -4 5 -6 -7 -8 8 -10 10 -12 13 -14 -15 15 -17 -18
leaf_value=-0.0005569553874594245 -0.00096676404348335727 -0.00073302457299563649 0.00075235323925699745 -0.00015645296470828489 -0.00096284578819175507 0.00084242269409802104 0.00057815945310145985 -0.00010402778279264846 0.00078869462861296577 0.00027883003413124512 -0.00060939916842321835 -0.00061697316386256657 -0.0010531362427624294 0.00051471557778803292 0.00064964499165365633 -0.00025813414100609393 -4.794947995539655e-05
leaf_weight=0.0010092534169549019 0.0010355455855599318 0.0011801189687477192 0.0012298730510557831 0.0010660944435719744 0.0011189146831884203 0.0015345797084572723 0.0016470182179499091 0.001084537449028756 0.0012032989659569449 0.0010187324015197702 0.0010458495756124281 0.0010037200661751344 0.0010956936999155266 0.0016146267215510213 0.0015031567329041595 0.0016096657317736796 0.0012436357505150181
leaf_count=54 135 276 143 49 83 366 251 121 65 155 272 95 528 253 221 320 523
internal_value=0 2.55175e-05 5.46204e-05 9.38372e-06 -5.79123e-05 0.000432954 8.48371e-06 -6.04911e-05 0.000365504 -0.000146624 -7.83437e-05 -1.72379e-05 -0.000411394 0.000102251 -2.19939e-05 0.000115088 0.000333803
internal_weight=0 0.0212088 0.0201995 0.0189696 0.016369 0.00260067 0.0152501 0.013603 0.00228784 0.0113152 0.0101351 0.00908923 0.00211443 0.00697481 0.00536018 0.00435646 0.00274679
internal_count=3910 3775 3721 3578 3163 415 3080 2829 186 2643 2367 2095 683 1412 1159 1064 744
is_linear=0
shrinkage=0.00167351


Tree=2373
num_leaves=14
num_cat=0
split_feature=403 11 0 13 0 4 42 0 1 16 2 15 51
split_gain=5.56133e-05 6.14671e-05 6.8453e-05 0.000144377 0.000115859 0.000101241 0.000162437 0.000197034 0.000130619 0.000133084 9.23061e-05 0.000196952 9.64274e-05
threshold=0.087440000000000004 0.077330000000000024 -0.017269999999999997 0.076210000000000014 -0.053834999999999994 -0.083329999999999987 0.091485000000000025 -0.087899999999999992 1.0000000180025095e-35 -0.0083999999999999995 0.11339500000000001 -0.106555 0.043405000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -7 10 11 -10 -13
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 -14
leaf_value=0.0027282749095728378 -0.0022248675355545327 -0.0017328679242913617 3.4258652130971568e-05 0.0045891058562500019 -0.0030401923911040222 -0.0031659378034766886 0.0027966039022047991 -0.0046272293179217576 0.0041072360304079802 0.0033520488675549067 -0.0022774855605535724 -0.0029238915537576262 0.0011879182004769695
leaf_weight=0.0013812365649870121 0.0010083638550774402 0.0015252783232868944 0.0018273286906408488 0.0010088557571976686 0.0010764441916318529 0.0010629934605851212 0.0015419567572490878 0.0010064319612230884 0.001050524855922619 0.0012229432637060871 0.0014262424888262411 0.0011398962422074993 0.001000091487250554
leaf_count=397 349 271 239 60 187 426 592 885 101 86 129 127 61
internal_value=0 0.000114066 0.000305121 0.00165446 -1.62367e-05 0.000284264 -7.2918e-05 -0.000632358 -4.98943e-05 0.000517315 -0.000233584 0.000680094 -0.0010023
internal_weight=0 0.0162702 0.0147449 0.00283618 0.0119088 0.0108323 0.00945108 0.00790912 0.00690269 0.0058397 0.00461676 0.00319051 0.00213999
internal_count=3910 3561 3290 299 2991 2804 2407 1815 930 504 418 289 188
is_linear=0
shrinkage=0.00966451


Tree=2374
num_leaves=21
num_cat=0
split_feature=14 1213 1456 13 132 13 2 4 39 133 43 52 160 4 52 2 1 1 15 42
split_gain=0.00041277 0.000374796 0.000186114 0.000165984 0.00032298 0.000250113 0.000328933 0.000175312 0.000161007 0.000222409 0.000154225 0.000139593 0.000214291 0.000209008 0.000268712 0.000235141 0.000141832 0.000113592 7.39147e-05 1.99322e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 -0.52445999999999982 0.097940000000000013 0.022820000000000003 0.005105000000000001 0.084285000000000013 -0.090634999999999979 0.071660000000000015 -1.0000000180025095e-35 -0.034289999999999994 -0.081429999999999989 0.11230000000000001 0.10982000000000001 0.09112000000000002 1.0000000180025095e-35 0.08401500000000002
decision_type=2 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 8 -4 19 -8 9 11 -10 13 -13 -5 -15 16 17 -16 -14 -7
right_child=-2 2 3 4 -6 6 7 -9 10 -11 -12 12 18 14 15 -17 -18 -19 -20 -21
leaf_value=-0.001039584616026803 -0.0010995946052484704 -0.0007198091945641588 -0.00048097694105314989 -0.00084406922900227789 0.00061551579779403945 -0.00023613105278624336 0.0012678007890130065 0.00036868613164478661 -0.00019772357324275843 -0.00093748409596363736 0.00062381026234124956 -0.0004832852077751639 0.00068331421146585532 0.00044260008890546911 -6.7524226523312334e-06 -0.00097452628941673859 0.00032959427543561204 -0.00065804017726064608 9.1346180340775275e-05 7.7574077135158354e-05
leaf_weight=0.0010388486567496627 0.0011079448162867591 0.0010443595999074058 0.0010534458345524966 0.0014676372855875041 0.0013592615424698464 0.0010075603372803133 0.00105155128102008 0.0011071173024116837 0.0011875611415700076 0.0011009202016875547 0.0010897508678647831 0.001091369435092221 0.0010174955235498079 0.0013416016746003647 0.0012488233721502859 0.0011591046306612118 0.0010510863422530103 0.0014269258900569959 0.0010827475678303888 0.0010072249086959181
leaf_count=578 126 312 53 352 232 72 83 110 94 676 235 159 51 131 143 76 32 97 179 119
internal_value=0 -0.000114069 -7.01578e-05 -3.76192e-05 -0.000118999 0.000205642 0.000378956 0.000806671 -0.000188988 -0.000262011 0.000195401 -0.000193704 8.35726e-05 -0.000308706 -0.000182538 -0.00035419 -0.000161256 -0.000354072 0.000378134 -7.93046e-05
internal_weight=0 0.0229344 0.0218955 0.0208512 0.0156243 0.0052269 0.00417345 0.00215867 0.014265 0.0119877 0.00227731 0.0108868 0.00319161 0.00769518 0.00622754 0.00488594 0.00372684 0.00267575 0.00210024 0.00201479
internal_count=3910 3784 3206 2894 2457 437 384 193 2225 1896 329 1220 389 831 479 348 272 240 230 191
is_linear=0
shrinkage=0.00157699


Tree=2375
num_leaves=13
num_cat=0
split_feature=2 42 4 12 13 1 16 52 51 0 475 2
split_gain=5.27595e-05 6.79616e-05 0.000257117 8.87615e-05 0.000118759 0.000176154 0.000116011 0.000105868 0.000192356 0.000188531 0.000146597 0.00022051
threshold=-1.0000000180025095e-35 0.091955000000000023 0.074650000000000008 -0.082224999999999993 -0.094679999999999986 0.08844500000000001 -0.19424999999999998 0.0033900000000000002 0.08955500000000001 -0.083424999999999985 -1.0000000180025095e-35 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 8 10 -9 -8 -12
right_child=1 2 -4 4 6 -7 7 9 -10 -11 11 -13
leaf_value=0.0017709844755900213 -0.002666519038869301 -0.0048500939067632285 0.0015545117713379321 0.00022193869718063896 -0.0023984755333881624 0.0051203535401573245 -0.0026565684462575762 0.0046619925194290512 -0.0042436475617654611 -0.00067152000014719757 -0.00072038785462640303 0.004522468754141965
leaf_weight=0.0013855502932736642 0.0010246501400106448 0.0011960872498029277 0.0011468318668985209 0.0019170514745429764 0.001862752767417257 0.0010675655483179877 0.001065001507323431 0.0012100853434410391 0.0010255192950989079 0.0012673815893371951 0.0017650298584879088 0.0013020336870712898
leaf_count=280 184 624 168 165 205 123 401 447 147 424 498 244
internal_value=0 -0.000195619 -0.00171511 6.79504e-05 0.000292416 0.00197405 -0.000236025 0.000291556 -0.000497188 0.00193356 0.000432629 0.00150532
internal_weight=0 0.01585 0.00234292 0.0135071 0.0124824 0.00298462 0.0094978 0.00763505 0.00515758 0.00247747 0.00413207 0.00306706
internal_count=3910 3630 792 2838 2654 288 2366 2161 1290 871 1143 742
is_linear=0
shrinkage=0.00966451


Tree=2376
num_leaves=14
num_cat=0
split_feature=1 42 151 49 12 457 151 4 12 42 2 51 1
split_gain=5.02443e-05 9.53723e-05 0.00011854 0.000215426 0.000101422 9.44081e-05 0.00016475 9.66585e-05 9.17807e-05 0.000156763 7.80904e-05 5.32532e-05 2.28622e-05
threshold=0.12730000000000002 0.091955000000000023 0.079335000000000017 -0.084114999999999981 -0.051479999999999991 0.069705000000000003 -0.0017399999999999998 0.15927500000000003 0.084100000000000022 0.084505000000000011 0.097360000000000016 -0.025709999999999997 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 12 10 -10 -2 -8
right_child=11 -3 -4 4 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0031468590902567427 -8.9187395144397412e-05 -0.0016019860557404332 0.0022777159818103063 -0.0018657482602755682 -0.0024894743897032031 0.0018964773090442736 0.0018474145365270662 0.0018559252807691141 -0.0029754998178706813 0.0015206905981725314 -0.00039312737872113465 0.0020361981783131046 0.00040939325917571569
leaf_weight=0.0010434519578026409 0.0011629450713111431 0.0019274050951436578 0.0010405371174365295 0.0010837089861835741 0.0010519112864264043 0.0015934823389187466 0.0010127824409332459 0.0017303307045947944 0.00118978919313032 0.0010010273408370806 0.0010502786992707958 0.0010860648073066506 0.0010972893915126569
leaf_count=144 92 732 119 169 294 181 212 135 719 484 255 253 121
internal_value=0 -0.000169957 4.40944e-05 -0.000151971 0.000137099 0.000360244 5.92682e-05 0.000437868 -2.06695e-05 -0.000750011 -0.00176473 0.000937178 0.00109961
internal_weight=0 0.014822 0.0128946 0.0118541 0.0108106 0.00972689 0.00813341 0.0070815 0.00535117 0.0032411 0.00224007 0.00224901 0.00211007
internal_count=3910 3565 2833 2714 2570 2401 2220 1926 1791 1458 974 345 333
is_linear=0
shrinkage=0.00690203


Tree=2377
num_leaves=19
num_cat=0
split_feature=14 1456 11 3 13 13 39 42 0 3 475 160 0 52 4 43 47 16
split_gain=0.000500016 0.000219103 0.000198903 0.000302069 0.000153368 0.000306371 0.000295411 0.000216876 0.000202301 0.000293531 0.000256324 0.000187703 0.000241246 0.000167121 0.000173147 0.00019586 0.000153351 0.000200817
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.52445999999999982 -0.26418499999999995 0.005105000000000001 -0.089024999999999979 -0.053834999999999994 -0.095104999999999981 -0.0095899999999999978 -1.0000000180025095e-35 -0.07773999999999999 0.024145000000000003 0.0057500000000000008 -0.0031199999999999995 0.09252500000000001 -0.094359999999999986
decision_type=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 10 -10 -7 -12 13 14 15 -13 17 -16
right_child=-2 2 -4 4 5 6 7 -9 9 -11 11 12 -14 -15 16 -17 -18 -19
leaf_value=-0.00071247303410291562 -0.0011150162482700459 0.0007630585391792639 -0.00059832948859942045 -0.00055947737845053259 0.00077387201168847895 0.00079420950323124578 -2.4345884024974709e-05 0.00093973350146946675 6.3868939720695524e-05 -0.001187453977164208 -0.00062681146565189585 -0.00012876811898985949 0.00062177398692545482 0.00031983724339371166 -0.00021555055464418497 -0.001136187333909008 -0.00049824416319660836 0.00072023351242269827
leaf_weight=0.0010134065915060877 0.0010689571982847026 0.0017208086486341116 0.0011423787398427967 0.0010661405959880811 0.0015673151012062436 0.0010031759393426499 0.0011017195829243764 0.0014611765224403486 0.0010101415571346362 0.0010083725891248665 0.0014280700877419136 0.001063732195886926 0.0014699252393752197 0.0018952754126639916 0.0013740367316842222 0.0010153797060793654 0.0012550573206557836 0.0011209002475926627
leaf_count=349 126 144 123 53 135 312 45 345 48 222 450 250 349 557 110 178 65 49
internal_value=0 3.32035e-05 6.80214e-05 0.000105044 4.49433e-05 8.11978e-05 1.42119e-05 0.000525302 -8.17911e-05 -0.000561244 1.4551e-06 -7.34125e-05 1.2542e-05 -0.000103393 -0.000241002 -0.000620763 -3.04506e-05 0.000204869
internal_weight=0 0.022717 0.0217036 0.0205612 0.0188404 0.0177743 0.016207 0.0025629 0.0136441 0.00201851 0.0116256 0.0106224 0.00919431 0.00772438 0.00582911 0.00207911 0.00374999 0.00249494
internal_count=3910 3784 3435 3312 3168 3115 2980 390 2590 270 2320 2008 1558 1209 652 428 224 159
is_linear=0
shrinkage=0.0016407


Tree=2378
num_leaves=13
num_cat=0
split_feature=39 48 48 47 51 1 39 2 160 12 52 4
split_gain=5.01645e-05 0.000126146 0.000118846 0.000118356 0.000110358 0.000203909 0.000101206 9.41731e-05 0.000171175 0.000130628 0.000112574 7.90094e-05
threshold=0.005105000000000001 0.12649500000000002 0.097140000000000018 0.09252500000000001 0.08955500000000001 0.11198000000000001 0.097470000000000015 0.085255000000000011 0.084835000000000008 0.078515000000000015 -0.010284999999999997 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -2 9 10 -1 -9 -12
right_child=6 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13
leaf_value=0.0041936977058902834 0.0035291238281386799 -0.0037237450371186758 0.0030550701223727972 -0.0032359358669882404 -0.0026619965866553036 0.0044485760760600047 -0.00064455866214376033 -0.0042303571624618787 0.0023693061383706308 -0.000326733471580472 -0.0027217108582484606 0.00070388332985651318
leaf_weight=0.0010874654369392766 0.0011561826207165068 0.0010292959585891442 0.0012193203697275787 0.0012940399462504889 0.0013879791517149359 0.0011680321531167956 0.0012963239697345017 0.0014245728032639409 0.0013047413529725313 0.0017617847814910843 0.0012081129113093972 0.0017115789984802829
leaf_count=72 263 98 193 196 304 208 196 482 236 826 41 795
internal_value=0 -0.000262213 3.92712e-07 -0.000301238 4.23049e-05 0.000430615 0.00132304 -0.000121629 -0.000888387 0.00139857 -0.00186679 -0.000713562
internal_weight=0 0.0145969 0.0135676 0.0123483 0.0110543 0.00966629 0.00245251 0.00849826 0.00564901 0.00284925 0.00434426 0.00291969
internal_count=3910 3451 3353 3160 2964 2660 459 2452 1554 898 1318 836
is_linear=0
shrinkage=0.0102561


Tree=2379
num_leaves=19
num_cat=0
split_feature=14 3 39 3 48 2 52 457 159 3 0 3 39 49 42 2 1 11
split_gain=0.000402096 0.000172168 0.000150491 0.000283822 0.000243829 0.000309332 0.000264907 0.000217011 0.00025287 0.000292264 0.000215465 0.000167422 0.000158343 0.000157623 0.000182708 0.000145293 0.000302342 5.98265e-05
threshold=0.077685000000000018 -0.15464999999999998 0.005105000000000001 0.15165000000000003 0.12649500000000002 0.11542500000000001 0.10218500000000001 -0.0015249999999999997 0.09141500000000001 0.090325000000000003 -0.07773999999999999 -0.087284999999999988 0.097470000000000015 -0.081629999999999994 -0.074124999999999983 0.084065000000000015 0.088860000000000008 0.077415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 5 6 7 -3 9 10 13 -12 -4 -9 -15 16 -16 -1
right_child=-2 2 12 -5 -6 -7 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 -19
leaf_value=0.0008204606659956027 -0.001119005703032837 -0.00087786733186883575 0.00073568507666704926 0.00055310353453212971 -0.00098223514318183588 0.0006705941701100009 -0.00095143264908996818 0.00034979041604555532 -0.00081124342479898647 0.0007727070747990132 0.00092873124054791353 -4.5062636351559591e-05 -5.787274371415177e-05 0.00026345937897955614 0.00039164537879264692 -0.0010837781943506385 -0.00089872608683438427 0.00021060000617218681
leaf_weight=0.0010048662974466846 0.0010234829916387902 0.0010643235188081352 0.0015360907705794903 0.0019022093496546605 0.0010935294048243097 0.0014331634502682969 0.0013245876699655027 0.0010748757305210389 0.0011813316985779957 0.0015231449143924278 0.0010011301245639592 0.0012547759873475575 0.0016394724280125953 0.0010036762523410883 0.0010211806028328288 0.001245053977799288 0.0013040255972327497 0.0010246468460097802
leaf_count=69 126 206 253 171 71 214 525 64 205 103 102 278 183 312 193 557 138 140
internal_value=0 1.90349e-05 -2.9581e-05 -9.43733e-05 -0.000173707 -0.000112441 -0.000198777 -0.000113374 -3.66795e-05 6.03751e-05 -7.68828e-05 0.000387089 0.000325989 -0.000262174 -0.000405986 -0.000594182 -0.000332023 0.000512558
internal_weight=0 0.0226321 0.0206026 0.017427 0.0155248 0.0144313 0.0129981 0.0116735 0.0106092 0.00942786 0.00790472 0.00225591 0.00317556 0.00564881 0.00457394 0.00357026 0.00232521 0.00202951
internal_count=3910 3784 3575 3139 2968 2897 2683 2158 1952 1747 1644 380 436 1264 1200 888 331 209
is_linear=0
shrinkage=0.00177594


Tree=2380
num_leaves=19
num_cat=0
split_feature=1213 14 1456 11 3 1374 13 13 2 39 457 49 42 3 43 52 40 0
split_gain=0.000477135 0.000438741 0.000211605 0.000288874 0.000211851 0.000170409 0.000174639 0.000257677 0.000327806 0.000240238 0.00021281 0.000303329 0.000186712 0.0004625 0.000161693 0.00014852 0.000139638 0.000120154
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.049459999999999997 -0.52445999999999982 -0.091229999999999992 0.097940000000000013 0.005105000000000001 0.081330000000000013 -0.010424999999999999 -0.089024999999999979 -0.078669999999999976 -0.073684999999999987 0.071660000000000015 -0.065259999999999999 -0.13506999999999997
decision_type=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 -8 10 11 -9 -13 -14 -15 17 -11 -16
right_child=1 -3 3 -5 5 6 7 9 -10 16 -12 12 13 14 15 -17 -18 -19
leaf_value=-0.0011724288147103052 -0.0006802544897176534 -0.0010413914221411708 0.00074887394510963394 -0.00071779939922301172 -0.00056134469745632693 -0.00053023389206124406 6.8604888472570169e-05 -0.00088505031701501891 0.0011230040818178408 0.00020418111517045561 0.00060149776934515637 0.00062972262352597726 -0.00093008911509551964 0.00077379234924120316 9.3406941837075689e-05 0.00047147717993535946 0.0010711352872930127 -0.0006593079089041345
leaf_weight=0.0010387106074933412 0.0010418625623877615 0.0010976920492626044 0.0017615456006774373 0.0011701590251345087 0.0010585469935477923 0.0010497467308840892 0.0017243332819146867 0.0013468179915711439 0.0018559022325396746 0.0012326064876729999 0.0014237267460300582 0.0012388987355134587 0.0015718562836166301 0.0010152513459599499 0.0014194529542481682 0.0013110979552741764 0.0010370697077648214 0.0011751111283813537
leaf_count=592 312 112 141 123 81 52 169 164 158 250 130 206 744 142 61 159 77 237
internal_value=0 3.33887e-05 8.59776e-05 0.000123295 0.000171966 0.000116916 0.000158174 0.000202367 0.000615178 8.66476e-05 -2.43629e-05 -0.000122513 1.03172e-05 -0.000107873 0.000154763 -6.15018e-06 0.000600313 -0.000247507
internal_weight=0 0.0235317 0.022434 0.0213921 0.020222 0.0184604 0.0174019 0.0163521 0.00358024 0.0127719 0.0105022 0.00907849 0.00773167 0.00649277 0.00492091 0.00390566 0.00226968 0.00259456
internal_count=3910 3318 3206 2894 2771 2630 2549 2497 327 2170 1843 1713 1549 1343 599 457 327 298
is_linear=0
shrinkage=0.00174112


Tree=2381
num_leaves=13
num_cat=0
split_feature=403 41 158 50 3 457 156 2 2 15 42 12
split_gain=5.14793e-05 6.43502e-05 6.98711e-05 0.000114464 0.00015208 0.00011639 0.000155278 0.000116471 0.000104942 0.000117987 7.88279e-05 0.000175217
threshold=0.087440000000000004 1.0000000180025095e-35 0.085745000000000002 0.088425000000000017 -0.12008499999999998 -0.0034949999999999994 0.084090000000000012 0.11339500000000001 0.097940000000000013 -0.095799999999999982 0.088235000000000022 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 -7 11 -11
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 10 -12 -13
leaf_value=0.0038207913520962506 -0.0022463772231149062 -0.002203398895544142 -0.0022728983614155826 -0.0024848860029304497 -0.0026888269894217837 -0.0015310882893692116 -0.0027790345774808315 -0.0013204235901782401 0.0038286737338262679 0.003385811376900404 0.0042361159390410016 -0.0012872754665435864
leaf_weight=0.0014406527243307132 0.00100101235096844 0.0011363760390644814 0.0010120694669021541 0.0012159289046165542 0.0011438282820746193 0.001396809067296249 0.0011540599100725796 0.0016027316632199031 0.0017405629736687717 0.0016300497237120241 0.0010444905910516186 0.0016148309635798525
leaf_count=196 349 213 359 577 194 195 343 279 222 118 316 549
internal_value=0 0.000103522 0.000278337 0.000462979 0.000743712 0.000352358 0.000693948 0.00113783 0.00166834 0.00100705 0.00183358 0.00106023
internal_weight=0 0.0161324 0.014996 0.0139839 0.012768 0.0113274 0.0101835 0.00902947 0.00742674 0.00568618 0.00428937 0.00324488
internal_count=3910 3561 3348 2989 2412 2216 2022 1679 1400 1178 983 667
is_linear=0
shrinkage=0.010055


Tree=2382
num_leaves=19
num_cat=0
split_feature=1213 14 1374 124 12 52 457 484 475 43 160 50 52 47 160 2 0 1
split_gain=0.000561278 0.000496498 0.000253693 0.000220712 0.000342404 0.000200662 0.000238759 0.000302158 0.000350126 0.000294067 0.000311619 0.000606938 0.000292996 0.000181781 0.000265204 0.00025169 0.000227872 0.000175034
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.088294999999999985 0.11158000000000001 0.11655500000000001 -0.27466499999999994 0.088055000000000008 -0.0043499999999999988 -0.048844999999999993 -0.15109999999999998 -0.059339999999999997 0.09525500000000002 0.086950000000000013 0.09252500000000001 0.085865000000000011 0.10836000000000003 -0.099864999999999995 0.085990000000000011
decision_type=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 -7 -9 17 -11 12 13 14 15 16 -12 -10
right_child=1 -3 3 -5 -6 6 -8 8 9 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0011383813256570481 -0.0007062417325439293 -0.0010634111060835341 -0.00045551015157165275 0.00081548072625165261 -0.00081712425356859116 -0.00062096797568337583 0.00087893935448450124 0.0010536430126470017 0.00025757689057948524 -0.00058721544933047428 0.0010661536562304079 0.001307486859730385 -0.00057877795205589424 -0.00034630623026582952 -0.00040848667126673274 -0.00013840326646948078 0.00024827936271141528 0.0011521339795796438
leaf_weight=0.001109745093651796 0.0010129671449643487 0.0010251803470935341 0.001418706844503472 0.0011115524255868722 0.0010458391442605504 0.0012996048392735831 0.0011592540705605203 0.001117997889695784 0.0012953809942783346 0.0018475862593407477 0.0017752035473693152 0.001021175741354575 0.0018154398244156281 0.0015890863186010934 0.0012193510394113427 0.0014379859644093624 0.0017505702897606763 0.00100499307247226
leaf_count=592 69 112 369 39 149 462 130 209 99 401 86 93 287 98 155 135 364 61
internal_value=0 3.17698e-05 8.075e-05 0.000117136 7.98127e-05 0.000127303 0.000172403 0.000124713 0.000185758 0.000120006 2.24266e-05 0.000128599 3.03647e-06 0.000138937 0.000263647 0.000428757 0.000660074 0.000648393
internal_weight=0 0.0239479 0.0229227 0.0219097 0.0207982 0.0197523 0.0183336 0.0171744 0.0158748 0.0147568 0.0124564 0.0106088 0.00958764 0.0077722 0.00618311 0.00496376 0.00352577 0.00230037
internal_count=3910 3318 3206 3137 3098 2949 2580 2450 1988 1779 1619 1218 1125 838 740 585 450 160
is_linear=0
shrinkage=0.00160853


Tree=2383
num_leaves=14
num_cat=0
split_feature=2 3 15 42 3 15 39 484 15 48 1 3 15
split_gain=5.37276e-05 0.000139992 0.00010416 0.000151079 7.05703e-05 0.000104488 9.21522e-05 9.86204e-05 9.32423e-05 0.000142975 0.000120913 0.00014738 4.55696e-05
threshold=0.12238000000000002 0.12991000000000003 0.091600000000000015 0.092635000000000009 -0.100615 -0.016339999999999997 0.005105000000000001 0.085515000000000022 0.083935000000000023 0.083775000000000002 0.10444500000000001 0.086245000000000016 -0.092459999999999987
decision_type=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 -6 -11
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 12 -12 -13 -14
leaf_value=0.0041301584192840529 0.0038536779259649516 -0.00086713941133900404 -0.0028688558968224392 -0.0027271504402631465 -0.0034060950080107024 0.00011976068575268706 0.0021532699697575167 0.0022776480314533084 0.0015967896959694821 -0.00080214230311314119 -0.0052798832646555379 0.0012473612324659475 0.0018412678778723197
leaf_weight=0.0010149479296276062 0.0010544835844531501 0.0012122208477930788 0.0012376169297691761 0.0016062421675409411 0.0014102897654501186 0.0013712309362721451 0.0015118147469589975 0.0010756660383831329 0.0012052223882840322 0.0011760777362087565 0.0010079877981640055 0.001078089683344885 0.0011658507696293771
leaf_count=135 273 144 577 397 632 247 223 249 535 182 131 64 121
internal_value=0 0.00132901 -0.000237041 2.04517e-06 0.000366835 0.00182556 5.42113e-06 -0.000394514 -0.000802599 -0.00129791 -0.00251143 -0.00138999 0.000513791
internal_weight=0 0.0022667 0.014861 0.0136234 0.0120172 0.00238618 0.009631 0.00811918 0.00704352 0.0058383 0.00349637 0.00248838 0.00234193
internal_count=3910 417 3493 2916 2519 382 2137 1914 1665 1130 827 696 303
is_linear=0
shrinkage=0.00947501


Tree=2384
num_leaves=13
num_cat=0
split_feature=148 457 11 43 48 12 16 42 4 1 43 0
split_gain=5.64235e-05 0.000185558 9.74753e-05 0.000103402 0.000185017 0.000115005 0.000117748 8.75704e-05 7.77435e-05 0.000157163 0.000184378 0.000169768
threshold=-0.057864999999999993 0.097740000000000007 0.08184000000000001 -0.053009999999999995 0.086665000000000006 0.051320000000000005 -0.078844999999999985 0.078965000000000021 0.080255000000000007 0.095575000000000007 0.0016850000000000001 -0.14808999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 10 11 -5
right_child=1 -3 -4 7 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0019672461937982532 0.0026583834778915608 -0.0039904636959754809 -0.0025935319309906939 0.00036167368880598292 0.0048438351865199483 0.0013680330808669493 -0.0025215169603702179 -0.0028134584124163875 -0.0016803696745746105 0.0032472288917229312 0.0020092136639977957 -0.0047974803498700607
leaf_weight=0.0011845554002568445 0.0014144902089855207 0.0010679880875109063 0.0011153485274671424 0.0011890638061028431 0.0010849851157385057 0.0013425625544857592 0.0014570700905934416 0.0011119748925844629 0.0017729569269402043 0.0014731707188532228 0.0016793880379243897 0.0011044890345746107
leaf_count=211 229 93 216 77 244 365 754 711 238 166 218 388
internal_value=0 -0.000176718 9.95042e-05 0.000319874 0.00135464 0.000456299 -0.000656285 -0.000338308 4.2947e-05 0.000603965 -0.00037616 -0.00212278
internal_weight=0 0.0158135 0.0147455 0.0136302 0.00529911 0.00421412 0.00279963 0.00833104 0.00721907 0.00544611 0.00397294 0.00229355
internal_count=3910 3699 3606 3390 1592 1348 1119 1798 1087 849 683 465
is_linear=0
shrinkage=0.00947501


Tree=2385
num_leaves=20
num_cat=0
split_feature=14 43 52 40 484 133 3 160 2 457 0 48 15 12 3 12 1 2 3
split_gain=0.000506544 0.000250223 0.000284481 0.000272533 0.000358172 0.000370822 0.000291214 0.000339267 0.00025817 0.000193066 0.000165358 0.000430141 0.000244743 0.000229786 0.000217543 0.000202905 0.000197252 0.000308184 0.000139207
threshold=0.077685000000000018 0.25671000000000005 0.41469000000000006 -0.018084999999999997 -0.0043499999999999988 0.095090000000000022 -0.15464999999999998 0.10150000000000002 0.099015000000000006 -0.0034949999999999994 -0.10575999999999998 0.091065000000000021 -0.11739999999999999 0.094045000000000004 -0.075679999999999983 0.088325000000000015 0.095575000000000007 0.085155000000000022 0.086245000000000016
decision_type=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 9 -1 -8 11 12 -11 15 -15 16 17 -12 -14
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 13 -13 18 14 -16 -17 -18 -19 -20
leaf_value=5.2954890219097441e-06 -0.0011409047444976836 -0.00075201515329092106 -0.00076970272297469144 -0.00090208917880067231 0.00086829854072761469 -0.00074613506785461069 -0.00044383083491467444 -0.00083576781670575289 0.0011091759647574794 0.0001504916911804787 -0.00096936180838640032 -0.00021050959044691871 0.00073594884974256857 -0.00096815823144602781 0.00011799380786811104 0.0006874174857899707 0.00050547855417641663 0.00020113219123632213 0.0015547353215758751
leaf_weight=0.001034466224645726 0.0010778051436629845 0.0010904031569576511 0.0010818832258972224 0.0010602860741403602 0.001500444597459758 0.001352579636116554 0.0013429023430945883 0.0010218386811026705 0.001391524168995132 0.0011089243385362518 0.0010178476514799695 0.0017985143175252016 0.0012925305151014694 0.0010038741532766848 0.0010636160843369158 0.0019156048283700822 0.0015506805128671988 0.0016532150107124999 0.0010571817013839135
leaf_count=170 126 216 228 481 163 468 138 101 197 71 342 73 70 138 91 358 136 284 59
internal_value=0 3.1496e-05 6.82453e-05 0.000109144 4.40914e-05 9.77978e-05 0.000163676 9.68748e-05 0.00063847 0.000161246 0.000221606 0.000453317 0.000798511 7.31397e-05 -0.00040939 0.000235689 3.0719e-05 -0.000244902 0.00110434
internal_weight=0 0.0243383 0.0232479 0.022166 0.01974 0.0186798 0.0173272 0.0158267 0.00242599 0.0148049 0.013462 0.00525715 0.00345864 0.00820484 0.00206749 0.00613735 0.00422174 0.00267106 0.00234971
internal_count=3910 3784 3568 3340 2973 2492 2024 1861 367 1760 1622 273 200 1349 229 1120 762 626 129
is_linear=0
shrinkage=0.00167351


Tree=2386
num_leaves=13
num_cat=0
split_feature=1 0 52 52 52 13 13 150 49 2 49 42
split_gain=5.95533e-05 0.000132251 9.43087e-05 0.00013438 8.57367e-05 7.93839e-05 0.000124094 7.78473e-05 7.95608e-05 9.81205e-05 9.96292e-05 8.61497e-05
threshold=0.076710000000000014 -0.089879999999999974 -0.27466499999999994 -0.091329999999999981 -0.074484999999999982 0.083175000000000013 -0.074599999999999986 0.084360000000000004 -0.006494999999999999 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -3 8 -6 11 -11 -10
right_child=2 5 3 4 7 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0032978555026427557 -0.0020110858957582793 0.00044258760304707011 0.0032155870284410054 -0.0020688410485102111 -0.0019448137351553648 0.001777478473897112 -0.0032275131597836399 0.0024868991704004345 0.0005879288145943343 0.0031860796923750471 0.0001123600234228705 -0.0026148709859663902
leaf_weight=0.0011863003981389762 0.0011461692243432834 0.0019939610883241581 0.0012552936487822903 0.0010639533498709658 0.0011065984946385691 0.0012330469718348711 0.0010284745556264304 0.0012551821227823889 0.0015861933570871676 0.0015031593770046649 0.0016068248194021787 0.001013859385733628
leaf_count=481 208 660 217 150 92 151 716 212 280 245 141 357
internal_value=0 -0.000763986 0.000325111 0.000582801 0.000221045 -5.76194e-05 -0.000806274 0.000522877 0.000161232 0.000569381 0.00159799 -0.000660965
internal_weight=0 0.00544178 0.0115372 0.0103911 0.00913577 0.00425548 0.00302244 0.00807182 0.00681664 0.00571004 0.00310998 0.00260005
internal_count=3910 2008 1902 1694 1477 1527 1376 1327 1115 1023 386 637
is_linear=0
shrinkage=0.00858181


Tree=2387
num_leaves=20
num_cat=0
split_feature=14 1456 11 403 403 3 13 13 39 0 0 0 1 133 16 151 2 15 3
split_gain=0.000505304 0.000204965 0.000230671 0.000232195 0.000293242 0.000291798 0.00019136 0.0002667 0.000257821 0.000257017 0.000243362 0.000459757 0.000239768 0.000323485 0.00017016 0.000109157 0.000182508 0.000289543 9.34805e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 0.088015000000000024 0.025590000000000005 -0.15002999999999997 -0.083514999999999992 -0.52445999999999982 0.005105000000000001 -0.053834999999999994 -0.070894999999999986 -0.10131499999999999 0.10080500000000002 0.083815000000000014 -0.057604999999999996 -0.044604999999999992 0.089910000000000004 -0.094924999999999995 -0.005644999999999999
decision_type=2 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 14 13 -9 15 -8 -17 -18 -10
right_child=-2 2 -4 -5 -6 6 8 12 18 -11 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=-0.00072187578215922039 -0.0011834186846937016 0.00090296984561528319 -0.00068507630844445722 -0.00059751253545254723 0.001073195296378441 -0.00047935267240723092 -0.00067601092187390696 -0.00040843283076419634 0.00086568360945480695 -0.00091133918619026887 0.00068377596740019995 -0.0010948757028298173 0.001093477777245693 0.00071229164495328055 0.00047576570321760704 -0.00054898879741208508 0.00094280777251678583 -0.00034978152039195074 0.00011819410332459031
leaf_weight=0.001045279816373707 0.0010856710251405657 0.0012994223975055811 0.0011715781040457776 0.0013234701265452389 0.0010026714703900699 0.0010500281829505242 0.0010008805448973312 0.0013721689846015643 0.0010036747127741552 0.0013112210527049016 0.0010930085626415639 0.0014009198386018863 0.0014016350156527621 0.0018114663057090495 0.0017175554773687313 0.0012447240952544458 0.0010439015759882708 0.0010575950673282347 0.0010253061005095305
leaf_count=349 126 127 123 332 115 53 62 271 202 215 189 980 193 297 64 38 57 36 81
internal_value=0 3.1686e-05 6.69587e-05 0.000108598 0.000155709 0.000106864 4.78655e-05 0.000312171 -7.73102e-05 -0.000193514 -8.35396e-05 -0.00019588 0.00049343 0.000229252 1.17862e-05 -0.000171534 -2.06407e-05 0.000292302 0.000487954
internal_weight=0 0.0233765 0.0223312 0.0211596 0.0198362 0.0188335 0.0175341 0.0056353 0.0118988 0.00986981 0.00855859 0.00746558 0.00458527 0.00318364 0.00606466 0.0043471 0.00334622 0.0021015 0.00202898
internal_count=3910 3784 3435 3312 2980 2865 2738 814 1924 1641 1426 1237 761 568 257 193 131 93 283
is_linear=0
shrinkage=0.00174112


Tree=2388
num_leaves=19
num_cat=0
split_feature=14 147 52 15 11 3 133 123 12 42 3 4 47 15 2 42 4 42
split_gain=0.000398582 0.000239382 0.000279147 0.000320556 0.000197499 0.000227584 0.000295275 0.000198897 0.000202753 0.000212608 0.000284627 0.0003224 0.000252416 0.000193944 0.000121438 0.000148805 0.000181505 9.13665e-05
threshold=0.077685000000000018 0.088565000000000019 0.41469000000000006 -0.24219999999999997 0.08184000000000001 -0.12008499999999998 -0.090054999999999982 0.083745000000000014 -0.023959999999999995 -0.087904999999999983 0.13772500000000001 -0.15534499999999998 0.09252500000000001 -0.097269999999999981 0.10066500000000002 0.088235000000000022 -0.017449999999999997 0.084100000000000022
decision_type=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 17 -7 8 -8 -10 11 -11 13 -13 15 16 -15 -5
right_child=-2 -3 -4 4 -6 6 7 -9 9 10 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.00067644884305367186 -0.0010113377161880459 0.0007814546316232357 -0.00084578298460993742 0.00076298498538802332 -0.0007259752011767413 -0.00082524018277913393 -0.00070138139837462967 0.00067867621230457151 0.00061101541292188724 -0.0010196742264445024 0.00052126003561388723 0.00057397221984620815 -0.00069536899546981067 0.0003349915847364037 -0.00056593262061628124 0.00050641479132164326 -0.00051423229883529428 0.00011360981553194165
leaf_weight=0.001875778566295584 0.0010440154133724835 0.0010738022139753075 0.0010300919095778743 0.001338744369001609 0.001049578591857169 0.0012647704638912094 0.0011849325695407155 0.0010797899718046336 0.0014010200426093642 0.0010963404785098137 0.0018459586114690776 0.0015326766280077111 0.0014419381513954832 0.0011409276650956304 0.0011300295768295644 0.0012758729882716173 0.0016678792212817253 0.0010335148544768913
leaf_count=290 126 161 241 92 143 436 110 142 269 103 92 103 192 391 220 421 340 38
internal_value=0 2.47263e-05 -1.15659e-05 2.86649e-05 -3.36991e-05 5.71627e-06 -6.43428e-05 6.93106e-07 -5.26749e-05 8.65883e-06 -6.71534e-05 -0.000184128 -7.22698e-05 6.08885e-05 -8.99141e-05 4.17768e-05 -0.00016928 0.000480074
internal_weight=0 0.0234636 0.0223898 0.0213598 0.019484 0.0184344 0.0160621 0.0147974 0.0137176 0.0125326 0.0111316 0.00928566 0.00818932 0.00674739 0.00521471 0.00408468 0.00280881 0.00237226
internal_count=3910 3784 3623 3382 3092 2949 2819 2383 2241 2131 1862 1770 1667 1475 1372 1152 731 130
is_linear=0
shrinkage=0.0016407


Tree=2389
num_leaves=18
num_cat=0
split_feature=14 1 474 16 15 150 4 50 1 43 52 4 133 1 0 0 1
split_gain=0.000511273 0.000201551 0.000247311 0.000242207 0.000404914 0.000385432 0.000285377 0.000261584 0.000218457 0.00015088 0.000248579 0.000169642 0.000136461 0.000135606 0.000161189 0.000107598 9.84012e-05
threshold=0.077685000000000018 1.0000000180025095e-35 0.059400000000000008 -0.055679999999999993 -0.064869999999999983 -1.0000000180025095e-35 0.27223000000000003 0.099470000000000017 0.10871500000000002 -0.18906999999999999 0.086950000000000013 -0.083329999999999987 0.084285000000000013 0.090820000000000012 -0.18087499999999998 -0.10575999999999998 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 -3 7 13 -6 -1 11 -11 -13 -7 -15 -16 -10
right_child=-2 2 -4 4 8 6 -8 -9 16 10 -12 12 -14 14 15 -17 -18
leaf_value=0.00036749932372455755 -0.001158520441045756 -0.00072450324502469784 0.00077300311024563735 -0.00094337066953468736 -0.00045855822313083837 0.00045580618560204546 0.00094541692217206422 0.00097797958160459404 0.00080874985593197698 0.00032533754732566524 -0.0008082181886421158 -0.00072982855726649539 3.9965450856119875e-05 -0.00071734983693712707 0.00038939783467735548 -0.00032963236797824136 9.6361667573026096e-05
leaf_weight=0.0011740696424429181 0.0010986408049714616 0.0010653994259492991 0.0016270232251389535 0.0015817159138505205 0.0013291347354497411 0.0015114635868624937 0.0019026733123424459 0.0010150578473037686 0.0010128888318279294 0.0018161303100685021 0.0019423762109763102 0.001360485351043412 0.0013239674450612427 0.0010458012422702731 0.0014176534586699549 0.001059715355856054 0.0012775705841647778
leaf_count=136 126 64 246 234 313 165 304 150 57 236 684 420 507 25 67 133 43
internal_value=0 3.28977e-05 0.000142586 7.04502e-05 -0.000222895 0.000239647 0.000368817 0.000187472 9.19431e-05 -0.000195292 -0.000297847 -7.75794e-05 -0.000350167 2.80942e-05 -0.000155397 8.18266e-05 0.000411395
internal_weight=0 0.0234631 0.0158461 0.0142191 0.00520131 0.00901776 0.00795236 0.00604969 0.00361959 0.00761703 0.00644296 0.00450058 0.00268445 0.00503463 0.00352317 0.00247737 0.00229046
internal_count=3910 3784 1801 1555 647 908 844 540 413 1983 1847 1163 927 390 225 200 100
is_linear=0
shrinkage=0.00170698


Tree=2390
num_leaves=18
num_cat=0
split_feature=14 403 43 42 40 42 133 3 4 48 14 3 52 150 2 3 4
split_gain=0.000439444 0.000127004 0.000167107 0.000165491 0.000347545 0.000280016 0.000205309 0.000226633 0.000205489 0.000169383 0.000159665 0.00032776 0.000162724 0.000278259 0.000223227 0.000105743 0.000139578
threshold=0.077685000000000018 -1.0000000180025095e-35 0.16180500000000003 -0.10770999999999999 -0.012844999999999997 -0.089024999999999979 0.089845000000000022 -0.15464999999999998 -0.34687499999999999 0.11930500000000001 -0.13131999999999996 0.099570000000000006 0.084505000000000011 0.08882000000000001 0.089910000000000004 -0.078884999999999997 -0.011514999999999999
decision_type=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 10 -10 12 13 14 15 -12 -17
right_child=-2 2 -4 4 5 6 -8 8 9 -11 11 -13 -14 -15 -16 16 -18
leaf_value=-0.00045112584847935863 -0.0010034695847707176 -0.00044321034519299044 -0.00048900747561117768 0.0008034672599025154 0.00085954181602007401 0.0006783826738723653 -0.00062969522437913809 -0.00055808051873499406 -0.00042299579444644272 -0.00053065648836071191 -0.0002719464257335462 0.00083131291984915492 -0.00048201073779548497 -0.00058099666979308056 0.00079744136241420278 0.0007206711295809807 -9.4875090100130476e-07
leaf_weight=0.0011948132695493293 0.0010125649565881764 0.0012404015549467877 0.0012125780183170716 0.0017105908011932998 0.001008269801662129 0.0013182080716064261 0.0010856490659508023 0.0013813330928520396 0.0011050287831822396 0.0010107503921069618 0.0012396056823884057 0.0016160750980912797 0.0011112192557346245 0.0010260068501613817 0.0015312860921559909 0.0010324029672856838 0.001688701595596304
leaf_count=909 126 164 232 317 109 165 334 134 79 64 367 153 311 126 169 53 98
internal_value=0 3.87409e-05 6.75477e-05 0.000102871 0.000140786 7.06152e-05 1.80973e-05 6.81146e-05 4.98214e-06 7.34419e-05 0.000132435 0.000198821 6.48427e-05 0.000158073 0.000296145 0.000102334 0.000272838
internal_weight=0 0.0215129 0.0203181 0.0191055 0.0178651 0.0161545 0.0151463 0.0140606 0.0127424 0.0113611 0.0103503 0.0092453 0.00762922 0.006518 0.005492 0.00396071 0.0027211
internal_count=3910 3784 2875 2643 2479 2162 2053 1719 1554 1420 1356 1277 1124 813 687 518 151
is_linear=0
shrinkage=0.00154607


Tree=2391
num_leaves=13
num_cat=0
split_feature=484 50 52 474 0 4 12 13 2 3 43 2
split_gain=5.77874e-05 8.48158e-05 0.000100133 8.14715e-05 0.000130358 0.000206646 0.000121355 0.000142863 0.000158199 9.59504e-05 0.000112131 9.95668e-05
threshold=-0.0043499999999999988 0.10030500000000002 0.11401500000000002 0.084655000000000022 -0.017269999999999997 -0.49269499999999994 -0.0089849999999999982 -0.10023999999999998 0.11203000000000002 -0.089974999999999986 -0.074254999999999988 0.087995000000000004
decision_type=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
right_child=1 -3 -4 -5 5 -7 7 8 -10 10 11 -13
leaf_value=-0.0017667320455146119 -0.0027730898731881852 0.0023280533697598825 -0.0020508601084463034 0.0021588090547223302 -0.00111085896398606 0.003666655457826126 0.0020613006892819695 -0.0021297262100092042 -0.0035532474488713557 0.0022332147519851429 -0.001987662940433428 0.0011330570211096249
leaf_weight=0.0012060207791255674 0.0013417567899175762 0.0010889681241722715 0.0015367362222016437 0.0012711928926569674 0.001071663426554903 0.0014487448384246831 0.001664876604540789 0.0012217701891119453 0.0010654775419895735 0.0015894033872703005 0.0014706592009672602 0.0013198983218323732
leaf_count=612 323 292 377 285 124 148 167 354 167 261 495 305
internal_value=0 0.000105292 -5.60522e-05 0.000171604 -3.55525e-05 0.00163528 -0.00047087 -0.000100132 -0.000639866 -8.57256e-05 0.000484439 -0.000511602
internal_weight=0 0.0160911 0.0150022 0.0134654 0.0121943 0.00252041 0.00967384 0.00833209 0.00666721 0.00560173 0.00437996 0.00279056
internal_count=3910 3298 3006 2629 2344 272 2072 1749 1582 1415 1061 800
is_linear=0
shrinkage=0.00824856


Tree=2392
num_leaves=15
num_cat=0
split_feature=1 43 39 48 16 51 43 42 52 133 160 16 16 15
split_gain=6.26944e-05 0.000120391 0.00014707 0.000136296 0.000177277 0.000125534 0.00011911 0.000180263 0.000120056 0.000115145 7.87421e-05 9.09342e-05 7.07762e-05 5.05291e-05
threshold=0.085835000000000009 -0.24333999999999997 0.005105000000000001 0.11930500000000001 -0.110495 0.08955500000000001 -0.17307499999999998 0.085545000000000024 0.086950000000000013 0.065880000000000008 -0.026849999999999995 -0.055679999999999993 -0.087089999999999987 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 13 10 -1 8 9 12 -6 -12 -8 -3
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0022723338846501835 -0.0027284205616094031 0.0049344744422226026 0.0039268961933788277 -0.0029307607760650223 0.0030422556088407107 -0.0033271685702596205 0.00099108091862886512 -0.0052880667341747749 -0.0033143768322356588 0.0033765571048524328 0.0017446457226421789 -0.0019926243552010232 -0.0027110578272288074 0.0017730799312358182
leaf_weight=0.0010884980595627491 0.001118513886361929 0.0010392294081191002 0.0013783675074319325 0.0011726108586554984 0.0010442401271800478 0.0010740044244242075 0.0011097451520463166 0.0010379886479569712 0.0011883801905282279 0.001005352684327011 0.0012735267387859054 0.0014814636058713901 0.00106393365648706 0.0010891215985935282
leaf_count=163 63 130 350 92 231 128 169 831 368 363 253 330 306 133
internal_value=0 0.000455131 0.000827895 0.000305328 0.000847302 -0.000231201 -0.000822952 -0.00144626 -0.000533187 0.000506473 0.000643998 -0.000265027 -0.000820976 0.00331672
internal_weight=0 0.0106711 0.00955256 0.0081742 0.00700159 0.00487323 0.0064939 0.0054054 0.00436741 0.00317903 0.00379923 0.00275499 0.00217368 0.00212835
internal_count=3910 1710 1647 1297 1205 942 2200 2037 1206 838 814 583 475 263
is_linear=0
shrinkage=0.0102561


Tree=2393
num_leaves=18
num_cat=0
split_feature=14 43 13 132 42 39 133 3 0 15 43 160 52 4 2 2 1
split_gain=0.000380668 0.000178175 0.000241049 0.000231497 0.000224076 0.000211003 0.000270694 0.000177263 0.000444196 0.000200155 0.000212175 0.000180812 0.000262253 0.000238513 0.00014038 0.000297382 0.000114542
threshold=0.077685000000000018 0.25671000000000005 -0.091229999999999992 0.079995000000000011 -0.10770999999999999 0.005105000000000001 0.084285000000000013 -0.15464999999999998 -0.053834999999999994 -0.11739999999999999 -0.074254999999999988 -0.025614999999999995 0.024145000000000003 0.0057500000000000008 0.10045500000000002 0.12068000000000001 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -4 6 7 -6 9 -9 -11 -12 13 -13 16 -16 -1
right_child=-2 -3 3 -5 5 -7 -8 8 -10 10 11 12 -14 -15 15 -17 -18
leaf_value=-0.00020951553764931251 -0.0010024515606275408 -0.00065413941243787951 -0.00083652746616108369 0.00060607332710482581 0.00057662165936685976 0.0006116250776099279 -0.00092335661437874879 -0.00052068518267711205 -0.0010095368322082425 0.0006402765540707338 0.00055769981385043283 -0.0010905703426169883 0.00044166106081368491 -0.00010101487330860636 0.0011363420381051118 -3.2730344518446669e-05 0.00052027760398654641
leaf_weight=0.0014092992625722124 0.0010416618139189168 0.001009623469247988 0.0010628840145924636 0.0014426095614681221 0.0012039275542126962 0.001267284362853058 0.0010379853188569052 0.0015179027337035795 0.0013162760724085903 0.0018317114441931846 0.0011977457352320871 0.0010593077312025176 0.0013254188050028093 0.0019160323276608479 0.0015074299379705947 0.0010228811763499657 0.0010518589806362
leaf_count=189 126 216 196 293 146 296 811 130 182 283 141 220 270 99 95 124 93
internal_value=0 3.27005e-05 6.54559e-05 -3.37304e-05 -9.63632e-05 -3.88283e-05 -0.000105271 -3.05757e-05 -0.000102496 3.24389e-05 0.000146977 -1.73554e-05 -0.000177506 -0.000453325 0.000386953 0.000663743 0.000102386
internal_weight=0 0.0221802 0.0211706 0.0161791 0.0147365 0.0136736 0.0124063 0.0113683 0.0101644 0.00884812 0.00733022 0.0054985 0.00430076 0.00297534 0.00499147 0.00253031 0.00246116
internal_count=3910 3784 3568 3067 2774 2578 2282 1471 1325 1143 1013 730 589 319 501 219 282
is_linear=0
shrinkage=0.00167351


Tree=2394
num_leaves=13
num_cat=0
split_feature=1 457 52 2 48 13 52 52 133 0 51 2
split_gain=5.71175e-05 7.58952e-05 9.67868e-05 8.43992e-05 0.000168181 0.000142731 0.000105388 9.93264e-05 0.000151172 8.8463e-05 4.48977e-05 2.57999e-05
threshold=0.12864500000000004 0.088055000000000008 0.11588000000000002 0.099015000000000006 0.086125000000000021 -0.089899999999999994 -0.015039999999999998 -0.087094999999999992 -1.0000000180025095e-35 -0.099024999999999988 -0.025709999999999997 0.080080000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 -1 -9 11 -2 -10
right_child=10 -3 -4 5 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.0025277911251037782 5.6653732033812298e-05 0.0017023627812449667 -0.002572398061711602 0.0030206636171779418 -0.0041985667527637159 0.0015523087199841431 -0.0022026660341444961 -0.0024448858215753637 0.0036470137081774929 -0.00023099183188873308 0.0027077254138859717 0.0015860682543338347
leaf_weight=0.001260894178086315 0.0011117173567600225 0.0015683091800677016 0.0016384928144382747 0.0016492225921780346 0.001052395045003365 0.0011952517697194666 0.001400889380132813 0.0012391384332221438 0.0010076204100628607 0.0018010296468720078 0.0010933898343184366 0.001092337291270784
leaf_count=393 87 179 555 122 275 350 225 649 38 719 244 74
internal_value=0 -0.000230628 -0.000457926 -0.000161779 -0.000757247 0.000883659 -0.000473892 -0.000191458 0.000381654 0.0012795 0.00137117 0.00257497
internal_weight=0 0.0149056 0.0133373 0.0116988 0.00745342 0.00424536 0.00259614 0.00640102 0.00514013 0.00390099 0.00220511 0.00209996
internal_count=3910 3579 3400 2845 2148 697 575 1873 1480 831 331 112
is_linear=0
shrinkage=0.00928922


Tree=2395
num_leaves=12
num_cat=0
split_feature=12 12 52 52 159 39 47 52 4 1 4
split_gain=5.57948e-05 6.17576e-05 0.000144098 8.72882e-05 0.000108915 7.16762e-05 0.000103002 0.000141812 0.000198379 0.00011032 7.72859e-05
threshold=0.11655500000000001 0.10333000000000002 -0.27466499999999994 -0.081429999999999989 0.082325000000000023 0.085220000000000004 0.09252500000000001 -0.0066199999999999991 -0.08422499999999998 0.085110000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -5 -9 -10 -11
right_child=-2 -3 3 5 -6 -7 -8 8 9 10 -12
leaf_value=-0.0030408551139417253 -0.0021048392529858439 0.0021443906800882881 0.0034276227194972569 -0.0022198137085682173 -0.00041575940555891862 0.0019971442511048814 -0.0026100791522354473 -0.0020248009965001669 -0.00029052179502928868 0.0048310735103105351 0.0016753326275406469
leaf_weight=0.0012708126890309439 0.0010417951337381012 0.001195767209400035 0.0014694522081061525 0.0018837390093964313 0.0011220689990054031 0.001211459238639489 0.0015313223021737174 0.0016985575322664651 0.0015834834017161683 0.001011200584027705 0.0019826887590678431
leaf_count=373 187 266 229 381 265 253 209 374 827 312 234
internal_value=0 0.000113947 -5.0494e-05 0.000231127 0.00176353 -0.000133125 -0.000399428 1.54443e-05 0.000686364 0.00169241 0.0027412
internal_weight=0 0.0159606 0.0147648 0.013494 0.00259152 0.0109025 0.00969099 0.00815967 0.00627593 0.00457737 0.00299389
internal_count=3910 3723 3457 3084 494 2590 2337 2128 1747 1373 546
is_linear=0
shrinkage=0.00928922


Tree=2396
num_leaves=14
num_cat=0
split_feature=43 3 159 3 2 15 133 2 16 151 4 42 43
split_gain=5.35611e-05 0.00010721 9.99835e-05 9.76902e-05 0.00013029 0.000101416 8.09147e-05 9.35439e-05 0.000118988 0.000115527 0.00020256 9.10144e-05 0.000122741
threshold=0.16180500000000003 0.16699000000000003 -0.034019999999999988 0.12046500000000002 0.11542500000000001 0.091435000000000002 0.087035000000000015 0.089910000000000004 -0.089864999999999987 -0.0088999999999999982 -0.0031049999999999997 0.085195000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 -9 -11 12 -10
right_child=-2 -3 3 -5 -6 -7 -8 9 11 10 -12 -13 -14
leaf_value=-0.0021758461597507226 -0.0017347664539682473 0.002354089415344489 -0.0020082254315377259 -0.0021557111523211529 0.0028022540388787909 -0.002297965653841823 -0.00178942795546857 -0.00059565155392941091 -0.0021772800259927221 0.00047264488382657663 0.0051634464083327291 0.0024449382075502797 0.0011996779114629968
leaf_weight=0.0013140105796861376 0.0010684854060263411 0.0012230147308825113 0.0014930584064783894 0.0010914404310857781 0.0011986074984515387 0.0010466713890904819 0.0010460423951060014 0.0010615225011585891 0.0011359202977954349 0.0013022230093941295 0.0010414020379427499 0.0011967901918802232 0.0016729152470529303
leaf_count=488 276 183 314 58 325 376 587 115 402 235 111 278 162
internal_value=0 9.9268e-05 -8.96063e-05 0.000116718 0.000320095 4.95434e-05 0.000296488 0.000541546 -9.79465e-05 0.00157421 0.00255703 0.000614092 -0.000165997
internal_weight=0 0.0158236 0.0146006 0.0132866 0.0121952 0.0109965 0.00994987 0.00890383 0.00549868 0.00340515 0.00234363 0.00400563 0.00280884
internal_count=3910 3634 3451 2963 2905 2580 2204 1617 1156 461 346 842 564
is_linear=0
shrinkage=0.00792826


Tree=2397
num_leaves=20
num_cat=0
split_feature=14 1 4 2 0 474 16 39 150 4 50 12 51 52 15 151 15 48 13
split_gain=0.000345641 0.000242253 0.000280561 0.000336746 0.000289857 0.000274627 0.000257143 0.000323713 0.000317009 0.000273179 0.000285422 0.000177932 0.000157407 0.000227435 0.000223644 0.000156684 0.000142484 0.000107947 4.24943e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.083329999999999987 0.106285 0.14676000000000003 0.059400000000000008 -0.063614999999999991 0.005105000000000001 -1.0000000180025095e-35 0.27223000000000003 0.099470000000000017 0.085185000000000025 -0.10942499999999998 -1.0000000180025095e-35 -0.063364999999999991 -0.0074049999999999993 -0.092059999999999989 0.086065000000000016 -0.081534999999999982
decision_type=2 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 12 -3 10 15 -4 -8 -14 -15 -10 -17 -13 -11
right_child=-2 5 11 -5 -6 -7 7 -9 9 18 -12 17 13 14 -16 16 -18 -19 -20
leaf_value=0.00020415890517855035 -0.00093388556380449871 -0.00056549434406226614 -0.0011035758833882556 0.00074361773212385472 -0.00084779374577265544 0.00073437835339145363 0.00011262733726583281 0.00041827759251612486 0.00048965046550659952 0.00062236471388847018 0.00095228737438446366 -0.00055956243739269172 -0.0012179409366351536 -0.00080835089232043737 0.00024055390697195204 -0.0005279244954431387 0.00012026913867860911 0.00010529260539712866 0.0010895400640991819
leaf_weight=0.0016083725460976561 0.0010173630060396335 0.0011277899764392538 0.0010156260660838011 0.0013357557845075085 0.0011712349772511968 0.0017587665263320137 0.001022259834567496 0.0015777403498916237 0.001288792400192031 0.0010022453935141402 0.0010014594777968955 0.0017129977163491752 0.0010676518328491813 0.0010997112318336111 0.0010080550411379922 0.0015665427551780934 0.0019946434835434413 0.0010011094923495084 0.0010128674906560494
leaf_count=365 126 64 392 29 41 246 136 134 63 139 133 974 201 51 157 71 243 182 163
internal_value=0 2.30493e-05 -0.000209717 7.98689e-05 -0.000239099 0.00013353 6.19811e-05 -0.000202882 0.000232054 0.000346395 0.00017049 -0.000529244 -0.000436352 -0.000613084 -0.000306704 9.05892e-06 -0.000164867 -0.000314328 0.000857184
internal_weight=0 0.0243736 0.0078451 0.00411536 0.00277961 0.0165285 0.0147698 0.00577542 0.00899434 0.00786655 0.00585144 0.00372973 0.00419768 0.00317542 0.00210777 0.00484998 0.00356119 0.00271411 0.00201511
internal_count=3910 3784 1983 435 406 1801 1555 679 876 812 510 1548 545 409 208 377 314 1156 302
is_linear=0
shrinkage=0.00160853


Tree=2398
num_leaves=14
num_cat=0
split_feature=1 457 15 42 3 47 15 4 2 52 4 1 3
split_gain=5.68653e-05 7.10349e-05 8.74612e-05 9.7622e-05 7.33387e-05 0.000110834 0.000105181 0.000103707 8.72248e-05 9.66399e-05 0.000161908 5.06074e-05 4.54876e-05
threshold=0.12864500000000004 0.088055000000000008 0.095465000000000008 0.092395000000000019 -0.08348499999999999 0.081320000000000017 -0.021529999999999997 -0.08422499999999998 0.11260500000000001 0.081680000000000016 -1.0000000180025095e-35 0.087930000000000022 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 -1 -8 9 10 11 -6 -2
right_child=12 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0035534702681610472 0.002867943272113285 0.0017632500085047968 -0.0031861653741720995 -0.0025370407068508799 0.000534704632639483 -0.0027759043597299503 -0.0021580693692608913 0.0022276742402422851 0.0025127058791633923 -0.0031509172766323455 -0.0027379706398888023 0.0035003186933327563 2.1623262023077172e-05
leaf_weight=0.0012633223049775258 0.0011071875824583835 0.0015402513425216277 0.0010623197931263284 0.0015606915358001286 0.0012615115389181595 0.0015671626923293418 0.0010883084154955838 0.0010103407090617834 0.0012268130496044909 0.0010013740144238642 0.0011159669431016618 0.0010043565198433399 0.0010757229479700127
leaf_count=312 177 179 449 485 257 251 485 361 131 266 209 194 154
internal_value=0 -0.000239789 -0.000474187 -0.000236085 0.000104652 -0.00045816 0.00130615 -4.66658e-05 0.000189303 -0.000460993 0.000335504 0.00184923 0.0014653
internal_weight=0 0.0147024 0.0131622 0.0120998 0.0105392 0.00717718 0.00336197 0.00209865 0.00561002 0.00438321 0.00338184 0.00226587 0.00218291
internal_count=3910 3579 3400 2951 2466 1308 1158 846 1057 926 660 451 331
is_linear=0
shrinkage=0.0098578


Tree=2399
num_leaves=21
num_cat=0
split_feature=1213 14 1456 11 3 43 13 403 39 0 16 42 16 151 49 15 2 13 2 2
split_gain=0.000464322 0.000389334 0.000212237 0.000265001 0.000275563 0.000186173 0.000336024 0.000224639 0.000235604 0.000266688 0.000237214 0.000178575 0.000170148 0.000224216 0.000318687 0.000277251 0.000278471 0.000145562 0.000191289 0.000122678
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 0.19761500000000001 -0.091229999999999992 0.03138500000000001 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.077409999999999993 -0.055679999999999993 -0.044604999999999992 -0.069934999999999983 -0.073314999999999991 0.089910000000000004 -0.49820499999999995 0.098195000000000018 0.090050000000000005
decision_type=2 2 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 17 8 9 10 12 -10 13 -8 -15 16 -16 -6 -19 -12
right_child=1 -3 3 -5 5 -7 7 -9 11 -11 19 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=-0.00096785489003677495 -0.00054953729567607857 -0.00082890361295663367 0.0006642707631434935 -0.00056983050874112498 1.7108198596902283e-05 -0.00049872827004152965 -0.00067059671782889818 0.00062264619967824727 -2.0363867657771068e-05 -0.00074670537954539833 0.00061491951455449711 0.00082840523301377445 -0.00070627530056470184 -0.00058625949477190129 5.8393779826285999e-05 -0.00034338121464280253 0.0010168322486051198 0.00025333839542569987 0.00098351152074123037 -2.0068152357743604e-05
leaf_weight=0.001014274449843546 0.0011172744769405015 0.0010569564838858727 0.0017753094748826316 0.0011794954741066723 0.001038597534809324 0.0010849357977175322 0.0011011368560128161 0.0011077623365274769 0.0010230350689301171 0.0012702414798068046 0.0013699014681183841 0.0010000413037306284 0.0010807005844005856 0.001217679993892001 0.0012736133159527447 0.0010803702032325816 0.0012022460563960585 0.0013850439203734509 0.0015523566585367854 0.0011349823778503965
leaf_count=592 312 112 141 123 76 199 97 140 50 196 159 266 402 53 91 366 106 132 136 161
internal_value=0 1.87165e-05 5.76776e-05 8.86878e-05 0.000126214 7.57341e-05 0.000110674 5.68213e-06 -4.79052e-05 -0.000132197 -4.96891e-05 0.000399197 -0.000185414 -8.96028e-05 4.44077e-05 0.000260353 0.000523799 0.000476714 0.00063922 0.000327202
internal_weight=0 0.0240517 0.0229947 0.0218774 0.020698 0.0189226 0.0178377 0.0138617 0.0127539 0.0107309 0.00946063 0.00202308 0.00695575 0.00587505 0.00477391 0.00355623 0.00247586 0.003976 0.0029374 0.00250488
internal_count=3910 3318 3206 2894 2771 2630 2431 2087 1947 1631 1435 316 1115 713 616 563 197 344 268 320
is_linear=0
shrinkage=0.00142833


Tree=2400
num_leaves=13
num_cat=0
split_feature=11 3 1 15 151 3 4 4 4 52 3 12
split_gain=6.12066e-05 7.26296e-05 6.98939e-05 0.000107359 0.000100832 0.000104996 0.000161388 7.91894e-05 0.00018566 7.3508e-05 0.000143844 6.7879e-05
threshold=0.08184000000000001 -0.14218999999999996 0.088010000000000019 -1.0000000180025095e-35 -0.086769999999999986 -0.015064999999999997 0.0057500000000000008 0.074650000000000008 0.26790000000000008 0.086950000000000013 -0.069909999999999986 0.093740000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 11 -7 -8 -9 10 -5 -6
right_child=-2 2 4 9 5 6 7 8 -10 -11 -12 -13
leaf_value=0.0021946516086121309 -0.0019137195179514206 -0.0025627214662499727 0.0029918767742020476 -0.0009049955769710738 0.0033513414021715893 -0.0030125127600653017 0.0019155704290419783 -0.0032212778604422325 0.0019510123987548857 -0.0017010932367052469 0.0031419618392310731 0.00037302057043843645
leaf_weight=0.0012039048134489831 0.0012109333178777415 0.0017964081200970749 0.0010560663194705416 0.0015793820095624431 0.001003721732217233 0.0015052255657682033 0.0015253671222241749 0.0010898505817742432 0.0010384061776001082 0.0013079817059240099 0.0011726051349842987 0.0014100371845425785
leaf_count=165 224 1036 146 465 370 220 56 49 230 566 103 280
internal_value=0 0.000128784 -4.2918e-05 -0.000780986 0.000458017 0.000104648 -0.000600392 0.000393357 -0.000697645 7.37642e-06 0.000819389 0.00161151
internal_weight=0 0.015689 0.0144851 0.00585638 0.00862867 0.00757261 0.00515885 0.00365362 0.00212826 0.00405997 0.00275199 0.00241376
internal_count=3910 3686 3521 2170 1351 1205 555 335 279 1134 568 650
is_linear=0
shrinkage=0.00875344


Tree=2401
num_leaves=19
num_cat=0
split_feature=1213 14 1456 11 3 13 13 2 124 0 0 457 160 15 0 42 4 2
split_gain=0.000488315 0.000416903 0.000257033 0.000277272 0.000247682 0.000190422 0.000316147 0.000248913 0.000230501 0.000187731 0.00027804 0.000157461 0.000172341 0.000176996 0.000329357 0.000221054 0.000191264 0.000165715
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.52445999999999982 -0.091229999999999992 0.097940000000000013 -0.061329999999999989 -0.053834999999999994 -0.017269999999999997 -0.066264999999999991 0.093550000000000008 -0.11739999999999999 -0.10575999999999998 0.088235000000000022 -0.083329999999999987 0.086365000000000011
decision_type=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 -8 11 -11 -10 13 -13 17 16 -16 -15
right_child=1 -3 3 -5 5 6 8 -9 9 10 -12 12 -14 14 15 -17 -18 -19
leaf_value=-0.0010762143843040526 -0.00070272739406827627 -0.00091467409854364317 0.00070958688457801772 -0.00063617972828702244 -0.00053908935112569317 0.00012835042041418621 0.00064540161145756002 0.00094904428571799713 -0.00050671460313732092 -0.00099855592456190049 9.4590205158196964e-05 -0.00028473855375690696 -0.00045775712141876034 0.0012180672117979004 0.00026646310207891952 0.00053810724686696612 -0.00055260281398814633 0.00039910803699559307
leaf_weight=0.0010236310017007885 0.0010073800954994985 0.0010996610275909027 0.0016672496804653525 0.0011672496804191459 0.0010912428205295732 0.0017630361129366947 0.0012847249445604196 0.0017704462992248482 0.0011034879806842987 0.0011074862101985924 0.0011172303792138646 0.0015295904024726689 0.0011192484868072635 0.001046014718369289 0.0011655299584505344 0.0014088919072949568 0.001640889979827885 0.0013565073144324868
leaf_count=592 312 112 141 123 52 169 228 167 183 133 125 181 158 22 183 434 503 92
internal_value=0 1.46872e-05 6.04212e-05 9.64485e-05 0.000138843 8.74185e-05 0.00012668 0.000539558 2.15697e-05 -4.20635e-05 -0.000449589 4.53632e-05 0.000111105 0.000189253 0.000298807 3.84183e-05 -0.000212438 0.000755668
internal_weight=0 0.0234459 0.0223462 0.0213388 0.0201716 0.0185043 0.0174131 0.00353348 0.0138796 0.0125949 0.00222472 0.0103702 0.00926667 0.00814742 0.00661783 0.00421531 0.00280642 0.00240252
internal_count=3910 3318 3206 2894 2771 2630 2578 336 2242 2014 258 1756 1573 1415 1234 1120 686 114
is_linear=0
shrinkage=0.00154607


Tree=2402
num_leaves=18
num_cat=0
split_feature=14 124 12 43 16 13 475 160 52 49 13 15 12 52 16 2 13
split_gain=0.000342336 0.000168971 0.000334077 0.000179206 0.000173565 0.000252945 0.000222242 0.000174009 0.000217424 0.000135428 0.000185561 0.000268409 0.000177853 0.000291231 0.000213432 0.000118667 4.75075e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 -0.17307499999999998 0.081265000000000018 -0.0073699999999999989 -0.048844999999999993 -0.11175999999999998 0.14114500000000005 -0.081629999999999994 -0.094679999999999986 -0.091274999999999981 0.084100000000000022 -0.069134999999999988 -0.19424999999999998 0.097940000000000013 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 6 15 -5 -8 9 -9 11 -11 13 -12 -15 -6 -1
right_child=-2 -3 -4 4 5 -7 7 8 -10 10 12 -13 -14 14 -16 -17 -18
leaf_value=0.00073693227294886168 -0.00089192883533509412 0.00065800722668034773 -0.00085335301786965145 0.00071316188735020408 -0.00038996898447356238 -0.00098294351489559405 -0.00058614079482053 0.00039788551026616076 0.00073243366093031449 -0.00019262468772773261 -0.00076621061226660094 0.00082523226913584942 -0.00068739148755368198 -0.00036816796181176953 0.0005015439694635727 0.0003390585548936963 0.00026370970792370023
leaf_weight=0.0010161202258422942 0.0010218873893883809 0.0010543956634142876 0.001055076817905321 0.0012591424254797612 0.0011193563804565172 0.0010015339892604823 0.0010828658976061454 0.0017749065713151659 0.0011280507175022722 0.0014261308444226684 0.0010908468540530014 0.0011752198683496994 0.0015980265836050209 0.0011050079362341847 0.0019227239281937149 0.0011018342548077403 0.0010973134659376452
leaf_count=61 135 40 173 337 205 273 354 150 118 122 91 118 1138 162 186 123 124
internal_value=0 4.27578e-05 1.02475e-05 5.84596e-05 3.97055e-06 -0.000324998 8.21377e-05 1.75601e-05 7.58198e-05 2.43189e-06 -8.1951e-05 0.000267216 -0.00024084 -6.75758e-05 0.000184132 -2.83307e-05 0.000491231
internal_weight=0 0.0210086 0.0199542 0.0188991 0.0167856 0.00322272 0.0135629 0.0123038 0.0112209 0.0100929 0.00831796 0.00260135 0.00571661 0.00411858 0.00302773 0.00222119 0.00211343
internal_count=3910 3775 3735 3562 3377 601 2776 2439 2085 1967 1817 240 1577 439 348 328 185
is_linear=0
shrinkage=0.00157699


Tree=2403
num_leaves=18
num_cat=0
split_feature=1213 14 44 124 48 0 4 40 159 159 13 16 15 48 131 12 4
split_gain=0.000364477 0.000326785 0.000160665 0.000243576 0.000181482 0.000202175 0.000322393 0.000172994 0.000234298 0.000218376 0.000163695 0.000210389 0.000296316 0.000209672 0.000246713 0.000138795 9.87176e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.061329999999999989 0.12738500000000003 -0.17106499999999999 0.015635000000000003 -0.062739999999999976 0.10519500000000001 0.079875000000000015 0.25430000000000003 -0.083564999999999987 0.085120000000000015 0.086870000000000017 0.083410000000000026 0.086865000000000012 -0.018664999999999998
decision_type=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 15 14 16 -9 -13
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0012385202590301915 0.00062909866625443088 -0.0011179158843786516 -0.00078918973813775755 -0.00016207305810434628 -0.00077972219236558337 -0.00079925796041991552 0.00097991301725124081 0.00022460978672021758 -0.00091619760899942348 0.00067156320415018257 0.00050733431691151105 -0.00053009116447566172 0.00076572978229628769 0.00022020274825926709 0.00015356713299534685 -0.0006390026664233018 -0.0011324522871427396
leaf_weight=0.0010071471866621154 0.0014813299819055109 0.001040804534095884 0.0010122905378100447 0.0017993424995594821 0.0012252895508075698 0.0012301227778408171 0.0013758900920264328 0.0010609230714262279 0.0010292989912983408 0.0012428895299554802 0.0011897129641387375 0.0017998785135639774 0.0014498483244029803 0.0013197958200864592 0.0010862926035462572 0.0013137521517373602 0.0016399613339722757
leaf_count=592 278 112 71 62 92 121 88 148 253 193 56 623 166 159 246 255 395
internal_value=0 -0.000146299 -9.87246e-05 -6.41988e-05 -0.000118934 -7.27677e-05 0.000332772 -0.000162424 -0.000102771 -3.35932e-05 -0.000114295 -0.000190771 0.000133087 -0.000402645 -0.000584265 -0.00025317 -0.00081727
internal_weight=0 0.0222974 0.0212566 0.0202443 0.018763 0.0175377 0.00317523 0.0143625 0.0131324 0.0121031 0.0108602 0.00967045 0.00382452 0.00584593 0.00452613 0.00237468 0.00343984
internal_count=3910 3318 3206 3135 2857 2765 150 2615 2494 2241 2048 1992 569 1423 1264 403 1018
is_linear=0
shrinkage=0.00177594


Tree=2404
num_leaves=12
num_cat=0
split_feature=1 14 15 43 131 13 16 16 1 0 16
split_gain=5.38471e-05 0.000111744 7.90877e-05 9.33684e-05 0.000107078 7.63874e-05 0.000159833 0.00015182 0.000194685 0.000110426 0.000102132
threshold=0.14000500000000002 -1.0000000180025095e-35 -0.14487999999999998 -0.17307499999999998 0.088815000000000019 -0.09547499999999999 -0.19424999999999998 0.13514000000000004 0.095575000000000007 -0.11991499999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 -7 8 9 -8 -5
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0027515418454174515 0.0019756117421856089 0.0026481012436009163 0.0018452510059225056 0.0032604676393912617 -0.0031573260736137074 -0.0034883003521892085 0.0014204726137390731 -0.0032290170584483953 0.003981105033224787 -0.0019130279736101249 -0.00049705408862235937
leaf_weight=0.0014412410762991391 0.0011553756383943922 0.0010323658811899625 0.0019205829483861644 0.0012666585862642007 0.0012252064759712957 0.0014750489355495238 0.0017372608007019687 0.0010814785595778418 0.0013011930901875787 0.0019929497719383426 0.0014480518331124043
leaf_count=149 168 296 216 195 452 175 94 402 199 1464 100
internal_value=0 -0.00018517 7.02553e-05 -0.000127632 -0.000456322 -0.000135115 -0.00063287 5.61497e-05 0.000762282 -0.000360526 0.00125617
internal_weight=0 0.015922 0.0144808 0.0134484 0.0115278 0.0103026 0.00758793 0.00611288 0.0050314 0.00373021 0.00271471
internal_count=3910 3742 3593 3297 3081 2629 2334 2159 1757 1558 295
is_linear=0
shrinkage=0.00966451


Tree=2405
num_leaves=13
num_cat=0
split_feature=147 11 457 43 48 12 16 52 4 1 52 16
split_gain=5.26395e-05 0.00011532 8.80454e-05 0.0001118 0.000177078 9.54329e-05 0.00010436 9.06027e-05 7.54328e-05 0.000171066 9.64385e-05 5.82053e-05
threshold=0.088295000000000012 0.08184000000000001 0.091610000000000011 -0.053009999999999995 0.086665000000000006 0.051320000000000005 -0.078844999999999985 -0.088354999999999989 -1.0000000180025095e-35 0.11198000000000001 0.086950000000000013 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -5 10 -10 11 -9
right_child=-2 -3 -4 7 -6 6 -8 8 9 -11 -12 -13
leaf_value=0.0025011555562645645 0.0021401793772772813 -0.0032522831657983641 -0.0026590283199280952 -0.0029111902193953826 0.0049490215734084532 0.0014211687796740313 -0.0023645587240699708 0.0032579608349241427 -0.0029745973433093313 0.0015684945960680746 -0.0013036360113314613 0.00021299753307088684
leaf_weight=0.0014906487800606292 0.0010154109454340544 0.0011014095784512351 0.0010781949418022666 0.0012367455187124237 0.0010764036595138316 0.0013393182520813085 0.0015002598488335524 0.0015187946190183591 0.001956657663628686 0.0013688923596891361 0.0012572521376021453 0.0010195556550542341
leaf_count=232 178 217 100 255 252 364 773 195 326 188 428 402
internal_value=0 -0.000174663 5.37132e-05 0.000266206 0.0013708 0.000481335 -0.000578979 -0.000448346 -2.0619e-05 -0.00110453 0.000929059 0.00203492
internal_weight=0 0.0159441 0.0148427 0.0137645 0.00540663 0.00433023 0.00283958 0.0083579 0.00712115 0.00332555 0.0037956 0.00253835
internal_count=3910 3732 3515 3415 1621 1369 1137 1794 1539 514 1025 597
is_linear=0
shrinkage=0.0098578


Tree=2406
num_leaves=13
num_cat=0
split_feature=1 151 49 49 151 42 16 403 3 4 4 51
split_gain=5.23702e-05 6.90487e-05 0.000114464 0.000120963 0.000149035 0.000122741 0.000127936 0.000151898 7.57065e-05 0.000246567 7.94628e-05 3.88423e-05
threshold=0.12864500000000004 0.079335000000000017 -0.085974999999999982 -0.047309999999999998 -0.03268999999999999 0.092395000000000019 -0.23935499999999996 0.03138500000000001 -0.078669999999999976 -1.0000000180025095e-35 -0.23071499999999998 -0.025709999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 -8 10 -10 -2
right_child=11 -3 3 4 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0031696211410808289 8.0577816423579971e-05 0.0019310150738741367 0.0023529673653661853 -0.0032347826918888776 0.002643825976697203 -0.0026040852850641376 -0.002303799864447204 0.0026656172254276157 -4.0630215121589076e-06 -0.002794255820189408 0.0033600945704333998 0.0024688439299256171
leaf_weight=0.001090323302074152 0.0010950084884077879 0.0010994917200275638 0.0013673312519861961 0.0013560634878062904 0.0015439506767367444 0.0013231824501413548 0.001836851891601275 0.0012148218373111055 0.0010433140418262266 0.0015875422055284562 0.0012075400252470683 0.0010766375570364006
leaf_count=138 87 141 217 368 163 627 1183 266 85 183 208 244
internal_value=0 -0.000220995 -0.000395347 -0.000152982 -0.000461304 -7.58436e-05 0.000320803 -0.000199748 -0.000813097 -9.97264e-05 0.00180074 0.00126461
internal_weight=0 0.0146704 0.0135709 0.0124806 0.0111133 0.0097572 0.00843402 0.00689007 0.00567525 0.0038384 0.00225085 0.00217165
internal_count=3910 3579 3438 3300 3083 2715 2088 1925 1659 476 293 331
is_linear=0
shrinkage=0.00892851


Tree=2407
num_leaves=18
num_cat=0
split_feature=14 133 0 52 157 48 159 3 1 16 3 16 1 15 151 1 1
split_gain=0.000429161 0.000149931 0.000203838 0.000191326 0.000179043 0.000175064 0.000205259 0.000169239 0.000220534 0.000221015 0.000277643 0.000167691 0.000211544 0.000148485 0.00024432 0.000134948 8.53869e-05
threshold=0.077685000000000018 0.10681500000000001 0.16242500000000001 -0.40083499999999994 -0.077534999999999979 0.12738500000000003 0.096890000000000018 -0.12008499999999998 0.094385000000000011 -0.088144999999999987 -0.082139999999999977 -0.074204999999999979 0.12646500000000002 0.085120000000000015 -0.0068399999999999989 0.10937500000000001 0.12162500000000001
decision_type=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 13 -11 15 -13 14 -9 -10 -17
right_child=-2 -3 -4 4 5 -7 -8 8 11 10 -12 12 -14 -15 -16 16 -18
leaf_value=-0.00066511031861997275 -0.0010606503874043315 -0.00052935833744302996 0.00077088553726371595 0.00056086407935524091 0.0005722675567638799 -0.0006060915982863378 -0.0006531205854385005 0.00044033952223759208 -0.00041308875727546487 0.00014381625656060976 -0.00088866595112228137 0.0009862812839347675 1.2020142419693157e-05 0.00060412368626706708 -0.00071097118836001196 0.00063152575253790696 -5.6260852177274757e-05
leaf_weight=0.001054392242350515 0.0010531752738773261 0.0012495064032297587 0.0010930656548395401 0.0018548793432926541 0.0019442419469428126 0.0011891284609952804 0.001050156463611813 0.0010227980718310326 0.0012373777776855666 0.0011776628346346369 0.0019164120695427294 0.0015444416816777218 0.0010475268280442374 0.001176582512831037 0.0010422465961071221 0.0010138433233649602 0.0010082631042586743
leaf_count=359 126 530 52 331 138 75 294 43 108 484 451 198 44 159 314 78 126
internal_value=0 3.33447e-05 6.78561e-05 2.79983e-05 6.80963e-05 1.22632e-05 6.06972e-05 0.000113744 4.05944e-05 -0.000175752 -0.000495684 0.000274845 0.00059254 0.000129618 -0.000140737 2.22107e-05 0.000288581
internal_weight=0 0.0216225 0.020373 0.01928 0.0182256 0.0163707 0.0151816 0.0141314 0.0121872 0.0063357 0.00309407 0.00585145 0.00259197 0.00324163 0.00206504 0.00325948 0.00202211
internal_count=3910 3784 3254 3202 2843 2512 2437 2143 2005 1451 935 554 242 516 357 312 204
is_linear=0
shrinkage=0.00167351


Tree=2408
num_leaves=19
num_cat=0
split_feature=14 403 403 3 160 1 123 42 52 12 15 3 3 48 13 4 16 2
split_gain=0.000392965 0.000160873 0.000252432 0.000162078 0.000139212 0.000136532 0.000201987 0.000214433 0.000160687 0.00020496 0.00020548 0.000315853 0.000292314 0.000144048 0.000116085 7.369e-05 1.09111e-05 6.16976e-07
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 -0.22254999999999997 -0.217635 0.12958500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11271999999999999 0.099370000000000014 -0.095799999999999982 0.10223 -0.082139999999999977 0.091065000000000021 -0.0043499999999999988 0.097045000000000006 -0.0083999999999999995 0.089505000000000015
decision_type=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 13 12 16 17 -14 -7 -12 -10
right_child=-2 -3 -4 4 5 15 -8 8 9 -11 11 -13 14 -15 -16 -17 -18 -19
leaf_value=0.00071565439457807781 -0.0011546612604777687 -0.00062315573475869098 0.0009478476761936829 -0.00066153416511987022 -0.00089119074780961874 0.00075568595414660935 0.00066516767763456558 -0.00063818811554540781 9.5627152195610686e-05 -0.0006244550488035196 0.00078341242207010764 0.0011523183539248263 -0.00074053789220703968 -0.00072930720306335465 3.5654966890377328e-05 0.00011450787266105779 0.00051214791719242446 3.141036587690201e-05
leaf_weight=0.0010717468971185263 0.0010068405493337393 0.0012265402223996481 0.0010505797093331012 0.0010978462048650611 0.0011192965632360061 0.0011707067909496605 0.0012306594912386689 0.0013855035407407497 0.0010254727848693756 0.001416606118777748 0.0010000965702752791 0.0012684646167170355 0.0011105320354848798 0.0012672192408392374 0.001613556612292134 0.0012821183430595457 0.0010250957310974102 0.0010176590577133937
leaf_count=147 126 337 123 356 692 81 195 343 59 128 270 87 418 109 85 170 133 51
internal_value=0 2.65256e-05 6.60659e-05 1.75707e-05 -2.39231e-05 1.74162e-05 -5.08689e-05 -0.000117377 -4.59744e-05 3.03902e-05 0.000129838 0.000333232 0.000114466 -0.000239903 -0.000280776 0.000420535 0.000646106 6.36416e-05
internal_weight=0 0.0213797 0.0201532 0.0191026 0.0180308 0.016933 0.0144802 0.0132495 0.0121302 0.0107447 0.0093281 0.00601775 0.00474928 0.00331035 0.00272409 0.00245283 0.00202519 0.00204313
internal_count=3910 3784 3447 3324 3177 2821 2570 2375 1683 1340 1212 993 906 219 503 251 403 110
is_linear=0
shrinkage=0.00184769


Tree=2409
num_leaves=14
num_cat=0
split_feature=160 1 123 2 13 159 0 16 3 52 49 3 15
split_gain=5.36763e-05 8.75043e-05 0.00010143 9.32697e-05 9.67083e-05 7.53222e-05 0.000117795 0.000136883 7.19552e-05 0.00010012 0.000109958 0.000106029 0.000111717
threshold=-0.217635 0.14000500000000002 1.0000000180025095e-35 0.12663500000000003 0.16421000000000002 0.090705000000000022 -0.077944999999999987 0.31524000000000002 -0.089974999999999986 -0.0066199999999999991 -0.045004999999999996 0.086245000000000016 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 10 -10 12 -11
right_child=1 -3 -4 -5 -6 -7 7 -9 9 11 -12 -13 -14
leaf_value=-0.0021685544536091989 -0.0024968535160339502 0.0028260166879822048 0.0026062288603055546 -0.0028058291448711035 -0.0026374283922499073 -0.0021461059949452552 0.0035792997719392415 -0.00057956333020522759 0.00049879343790064346 -0.0020089955147125998 -0.0036033205665035851 0.0038438854860933383 0.0023623511891516518
leaf_weight=0.0010313286851581496 0.0010941634672085275 0.0010333560209557892 0.0012039731806254795 0.001277818455701068 0.0012274649394711729 0.0011281696345785243 0.0019847270055886419 0.0011778921132361841 0.0014340701086063001 0.0011246242122865215 0.0010625735371587058 0.0010552053093214608 0.001061476094414586
leaf_count=429 334 139 276 173 143 272 521 229 121 351 353 98 471
internal_value=0 0.000106796 -8.26525e-05 -0.0003202 -6.30268e-05 0.000221071 0.000488269 0.00203036 -0.000225575 0.000207533 -0.00124707 0.00132795 0.000113542
internal_weight=0 0.0158655 0.0148322 0.0136282 0.0123504 0.0111229 0.00999473 0.00316262 0.00683211 0.00573795 0.00249664 0.00324131 0.0021861
internal_count=3910 3481 3342 3066 2893 2750 2478 750 1728 1394 474 920 822
is_linear=0
shrinkage=0.00966451


Tree=2410
num_leaves=13
num_cat=0
split_feature=4 15 15 3 48 2 3 12 2 15 15 3
split_gain=5.16423e-05 8.89557e-05 0.000105847 8.33128e-05 0.00013895 0.000130079 0.000105626 0.00014297 0.000130788 7.40492e-05 0.00010214 7.12034e-05
threshold=0.28937500000000005 -0.11739999999999999 -0.10071499999999999 0.11476000000000001 0.093225000000000016 0.113945 -0.015794999999999997 0.080120000000000011 0.090905000000000014 0.085120000000000015 -0.050004999999999994 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 -4 -8 10 -9 -2
right_child=11 2 3 5 -6 -7 8 9 -10 -11 -12 -13
leaf_value=-0.0027460383776697944 0.0029869459897331617 0.0026026113914605058 0.0025875083838411044 0.0036612960690420382 0.0025244860256886962 -0.00073689206765662385 -0.0010076272933832965 0.00035939080089329338 -0.0050454507075487235 0.00037042295379649076 -0.0033588261146777674 -0.00038516050875184188
leaf_weight=0.0011163462813055742 0.0010880884181233763 0.0012110369268180663 0.0011827253543173237 0.0010827116413913993 0.001065122182264803 0.0012503470593877575 0.0019592026258274369 0.0010026765010142805 0.0010703685352911538 0.0019244989846435787 0.0017504510456209672 0.0010733205925325742
leaf_count=281 276 110 121 49 177 87 188 521 123 1082 745 150
internal_value=0 -0.000225965 -1.75607e-05 -0.000275788 -0.000646071 0.00130419 -0.00102594 -0.00029792 -0.00243422 -0.00102749 -0.00200467 0.00131241
internal_weight=0 0.0146155 0.0134991 0.0122881 0.00995505 0.00233306 0.00888992 0.00586035 0.00302957 0.00467763 0.00275313 0.00216141
internal_count=3910 3484 3203 3093 2957 136 2780 2469 311 2348 1266 426
is_linear=0
shrinkage=0.00928922


Tree=2411
num_leaves=13
num_cat=0
split_feature=133 15 0 52 0 16 15 49 2 48 160 12
split_gain=5.40838e-05 8.97961e-05 9.07099e-05 0.000128584 0.00010337 0.000195603 8.26274e-05 6.91928e-05 0.0001299 7.51157e-05 6.28552e-05 6.24127e-05
threshold=0.10599500000000002 0.091600000000000015 -0.074514999999999984 -0.27466499999999994 -0.099024999999999988 -0.083564999999999987 -0.0089749999999999986 0.090775000000000008 0.10045500000000002 0.085090000000000013 -1.0000000180025095e-35 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 9 -1 -5 -12
right_child=-2 -3 3 10 5 -7 -8 -9 -10 -11 11 -13
leaf_value=0.00043117430745337525 -0.0020731801907740545 -0.0020571440318785557 -0.001607530634553165 0.00051300562006829985 0.00070809390833303902 -0.004855335244798792 0.0023094144291122003 -0.0023600428375579329 0.002447207109753281 -0.002791305529093499 0.0042596020062526455 0.0012207765379663401
leaf_weight=0.0015229696552706844 0.001083197920080302 0.0015379478512573116 0.0010122157949760124 0.0013245966985749799 0.0011861868154974739 0.0010874906526507615 0.001541955455530767 0.00105043541453987 0.0016423904643536338 0.0011321425367676816 0.0015359088751441411 0.0010030044567001239
leaf_count=118 557 459 234 235 548 860 119 164 213 89 216 98
internal_value=0 0.000116381 0.000354482 0.00139859 -0.000201066 -0.00195287 0.000377034 -0.000180124 0.000352712 -0.000942894 0.00218618 0.00305911
internal_weight=0 0.0155772 0.0140393 0.00487573 0.00916357 0.00227368 0.00688989 0.00534794 0.0042975 0.00265511 0.00386351 0.00253891
internal_count=3910 3353 2894 783 2111 1408 703 584 420 207 549 314
is_linear=0
shrinkage=0.00947501


Tree=2412
num_leaves=19
num_cat=0
split_feature=14 133 52 376 3 475 160 159 1 48 4 15 1 12 0 151 4 0
split_gain=0.000381831 0.000171536 0.000227351 0.000207856 0.0002028 0.000232677 0.000187592 0.000266418 0.000148247 0.000211373 0.000221289 0.000302149 0.0002198 0.000166084 0.000128416 0.000205552 0.00010608 6.40534e-05
threshold=0.077685000000000018 0.10681500000000001 -0.40083499999999994 0.048375000000000008 -0.15464999999999998 -0.050754999999999995 -0.11175999999999998 0.096890000000000018 0.13304000000000002 0.11930500000000001 0.28937500000000005 -0.11739999999999999 0.10786000000000001 0.092365000000000017 -0.084304999999999977 -0.076429999999999984 0.0057500000000000008 -0.082604999999999998
decision_type=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 -8 13 14 15 -13 -17 -16
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 -12 12 -14 -15 17 16 -18 -19
leaf_value=-0.00064769505868858329 -0.0010027368087146716 -0.00056073640672174194 0.00063294502248890971 0.00069443877065237549 0.00072788312741086704 -0.00068053350342731089 -0.00085482646897406817 -0.00080950716732777523 0.00062740582618462054 -0.00069800318448537868 0.00077333303135726636 0.00056000712520941755 0.00070713718978084907 -0.00053178804712987492 0.00072601642056738258 -0.00061752649949617486 1.8542543779023058e-05 0.00016255902202100354
leaf_weight=0.0011448799933582226 0.0010158666515494427 0.0012615108254233334 0.0014999629600970987 0.0014855138500381509 0.0011094361919120809 0.0011736541868129164 0.0010002633768103801 0.0010098351926925231 0.0011512812426705725 0.0010339781094470544 0.0011074068634510112 0.0010024529641411255 0.0013452083165421819 0.0013601217975568458 0.0010001190746815602 0.0014355900666936979 0.0013883854907227322 0.0011884763231064781
leaf_count=362 126 530 119 169 326 361 132 200 132 53 103 62 75 263 90 409 105 293
internal_value=0 2.64193e-05 6.26633e-05 0.00010482 5.563e-05 2.52445e-06 -5.04302e-05 2.30585e-06 6.53028e-05 1.07472e-05 7.84265e-05 -7.39746e-07 9.72278e-05 -1.40182e-05 0.00010306 -7.82426e-05 -0.000304808 0.000420041
internal_weight=0 0.0216981 0.0204366 0.0192917 0.0178062 0.0163062 0.0151968 0.0140231 0.0130133 0.011862 0.010828 0.00972062 0.00872035 0.00737515 0.00601502 0.00382643 0.00282398 0.0021886
internal_count=3910 3784 3254 2892 2723 2604 2278 1917 1717 1585 1532 1429 1297 1222 959 576 514 383
is_linear=0
shrinkage=0.0016407


Tree=2413
num_leaves=19
num_cat=0
split_feature=1213 14 453 11 4 151 160 2 50 484 12 133 43 13 16 4 12 3
split_gain=0.000481611 0.000400385 0.000155441 0.000147784 0.000266415 0.000157446 0.000243403 0.000212644 0.000188522 0.000259798 0.000185447 0.000243575 0.00022259 0.000234482 0.000149607 0.000191354 9.94981e-05 0.000126791
threshold=-1.0000000180025095e-35 0.073890000000000011 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 -0.051109999999999996 -0.092169999999999988 0.092340000000000019 0.088160000000000002 0.079595000000000013 -0.023959999999999995 0.098810000000000023 -0.074254999999999988 -0.10023999999999998 -0.095609999999999987 0.0057500000000000008 0.085845000000000019 -0.082204999999999986
decision_type=2 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 -8 12 16 -14 -15 -16 -12 -18
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11 11 -13 13 14 15 -17 17 -19
leaf_value=-0.0011756153006960745 2.1499947753201523e-05 -0.0010312727621867199 -0.00050071010899137161 -0.00047021440303089272 0.00076273460123902357 -0.00073414132457746495 -0.00062986134085030383 0.0010926694914381418 0.00071240547485234684 0.00086746451941222262 0.00093603307143232378 -0.0007585307901696285 0.00055483798999984119 -0.00084783164559066432 -0.00054111950480714688 0.00032457445875936654 -0.0001466020832375303 0.00068104227413357476
leaf_weight=0.0010398054715230606 0.0012097689292952509 0.0010169198729597364 0.0012841810677685075 0.0011942484978622039 0.0019978804883656115 0.0011772024533189531 0.0014663179707846358 0.0010489493322638904 0.0013352518433527886 0.0010146964095394404 0.0010300110534666104 0.0010499912694677755 0.0013176962103628185 0.0010734971426399906 0.0014974885503598028 0.0016022321109292123 0.0010821651810760252 0.0011654213498282773
leaf_count=592 319 119 98 123 366 370 129 140 307 141 80 295 68 85 363 72 116 127
internal_value=0 3.63323e-05 8.67183e-05 0.000123947 0.000161159 9.07534e-05 2.54563e-05 0.000518951 9.10386e-05 2.35822e-05 -5.22971e-05 3.39577e-05 0.000128855 -8.54709e-05 -0.000287649 -9.36461e-05 0.000487912 0.000282549
internal_weight=0 0.0225639 0.021547 0.0202628 0.0190686 0.0170707 0.014812 0.00225872 0.0136348 0.0122995 0.0112848 0.0098185 0.00876851 0.00549091 0.00417322 0.00309972 0.0032776 0.00224759
internal_count=3910 3318 3199 3101 2978 2612 2153 459 1783 1476 1335 1206 911 588 520 435 323 243
is_linear=0
shrinkage=0.00174112


Tree=2414
num_leaves=18
num_cat=0
split_feature=14 403 403 11 3 159 133 160 457 4 42 2 4 16 52 52 1
split_gain=0.000357353 0.000199882 0.000261178 0.000162345 0.000194067 0.000161746 0.000186636 0.000244055 0.000180502 0.000305846 0.000251156 0.000238787 0.000219877 0.000161133 0.000186994 0.000152962 0.000128771
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 0.088315000000000018 -0.15002999999999997 0.10519500000000001 -0.0056849999999999991 -0.11175999999999998 -0.0034949999999999994 0.25367000000000006 -1.0000000180025095e-35 0.11339500000000001 0.074650000000000008 0.22945500000000005 0.0033900000000000002 -0.077699999999999977 0.091845000000000024
decision_type=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 12 13 14 15 -12 -17
right_child=-2 -3 -4 -5 5 -7 7 8 9 -11 11 -13 -14 -15 -16 16 -18
leaf_value=0.00068503522210346395 -0.00096971524481161587 -0.00060986008384486534 0.00085480999980059712 -0.00060701162126915263 -0.00058699386166837311 -0.00062448561491329989 -0.00058596267863482454 -0.00042167082239888089 -0.00055191358570573772 0.0008395527343038969 0.00056625614512584765 -0.00038882442631254247 0.0010410985957749542 -0.00020844560130257905 0.00087265093066176238 -0.00049894897194864758 0.00030800889992236186
leaf_weight=0.0012352577424028744 0.001016055924771552 0.0012557207137788634 0.0010670214686608745 0.0010479136820862314 0.0011454719337535375 0.001012212790396992 0.001278222450761912 0.0012873458060052292 0.0013243147034568874 0.0018490792329916407 0.0015414198589715463 0.0014982412147360952 0.0010085971094980772 0.0017533734769200615 0.001424952096849271 0.0011104263202279495 0.0010224816546666737
leaf_count=132 126 337 123 115 620 261 308 224 312 238 178 165 37 163 237 249 85
internal_value=0 2.56508e-05 6.43779e-05 2.12133e-05 5.6815e-05 1.18447e-05 5.14965e-05 9.99367e-05 0.000163375 0.000223469 0.000116842 0.000211467 0.000325874 0.000220605 0.000368133 0.000172474 -0.000112106
internal_weight=0 0.0218621 0.0206063 0.0195393 0.0184914 0.0172561 0.0162439 0.0150985 0.0138202 0.0125329 0.0106838 0.00935949 0.00786125 0.00685265 0.00509928 0.00367433 0.00213291
internal_count=3910 3784 3447 3324 3209 3077 2816 2196 1888 1664 1426 1114 949 912 749 512 334
is_linear=0
shrinkage=0.0016407


Tree=2415
num_leaves=13
num_cat=0
split_feature=484 15 12 1 16 133 15 4 12 2 3 16
split_gain=5.45532e-05 7.68968e-05 0.000195157 0.000113659 0.000154252 0.000139471 0.000118286 0.0001123 0.000112734 0.000147074 0.000142171 8.38041e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 0.0015250000000000001 0.017095000000000003 -0.017214999999999998 -1.0000000180025095e-35 0.098180000000000003 0.089910000000000004 0.11818000000000002 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -5 9 -9 -11 -4
right_child=1 2 11 6 5 -7 -8 8 -10 10 -12 -13
leaf_value=-0.0017724303265182222 -0.0036053527876334702 -0.002957566760264999 0.0020491353990496962 0.0024396353683999554 0.0022748493399518512 -0.001833195822431057 0.0031577070510707449 -0.0027813289139933346 0.002424454114919301 0.0023371560272014043 -0.0017089810577584016 -0.0011391982519772189
leaf_weight=0.0011759655102357184 0.0010017879765097078 0.0018040861696603889 0.001386148527550729 0.0016327077050760459 0.001240865563973877 0.0011068647500095102 0.0014730421155750026 0.0015313286645627484 0.0010019818832568972 0.0013784656602574886 0.0011095426275748235 0.0010079011846367628
leaf_count=612 485 421 210 284 116 177 268 214 101 185 115 722
internal_value=0 0.000106456 -0.000867885 0.00046287 -0.00084135 0.000338064 0.0010004 0.000522818 -0.000100445 -0.000729878 0.000532756 0.000706839
internal_weight=0 0.0156747 0.00419814 0.0114766 0.00334952 0.00234773 0.00812707 0.00665403 0.00502132 0.00401934 0.00248801 0.00239405
internal_count=3910 3298 1353 1945 778 293 1167 899 615 514 300 932
is_linear=0
shrinkage=0.00841354


Tree=2416
num_leaves=19
num_cat=0
split_feature=14 403 403 11 3 1 52 52 12 2 13 3 52 13 150 3 49 4
split_gain=0.000283705 0.00016039 0.000250751 0.000154677 0.000198933 0.000147132 0.000237024 0.000198115 0.000205592 0.000202933 0.000155468 0.000130622 0.000195405 0.000127709 0.000125356 0.000161533 0.000183117 8.73374e-05
threshold=0.073890000000000011 0.088015000000000024 0.03138500000000001 0.088315000000000018 -0.15002999999999997 0.10871500000000002 0.11401500000000002 -0.11271999999999999 0.098845000000000016 0.097940000000000013 -0.073799999999999991 0.11265500000000002 0.024145000000000003 0.23436000000000004 0.086420000000000011 -0.084129999999999996 -1.0000000180025095e-35 0.050655000000000006
decision_type=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 14 -7 13 -13 -12 15 -9 -17 -18
right_child=-2 -3 -4 -5 5 10 -8 8 -10 -11 11 12 -14 -15 -16 16 17 -19
leaf_value=0.00065630703365404989 -0.00080124608531520123 -0.00052403278327276968 0.00078659387959495192 -0.00056870643025581902 -0.00061342267477982758 0.00061741805987157461 -0.00077253557021819848 -0.0004189236132894775 -0.0005905359941604702 0.00066152014846477722 3.3923476753205566e-06 -0.00067663501871350175 0.00023765285269746985 0.00068869717493235706 -0.00045085447591570955 0.00080100049978596853 -0.00014830334567279371 0.0004112734567028269
leaf_weight=0.0011885130407913126 0.0010562575269404259 0.0012269788619729853 0.0010521891516377937 0.0010387825901698724 0.0012146194397853411 0.0015342177853643153 0.0011438739283062835 0.0010405559592506107 0.0010411702639662257 0.0014533012452365712 0.0015914424495528084 0.0011247430374363709 0.0011103894396455871 0.0010987697759141744 0.0011115742468701256 0.0011020150841648734 0.0017983898348244024 0.0010594891367498582
leaf_count=126 135 336 123 115 393 270 427 495 180 175 194 57 25 42 158 100 482 77
internal_value=0 1.90876e-05 5.12745e-05 1.19044e-05 4.43079e-05 2.56394e-06 -0.000106479 -2.8903e-05 5.35892e-05 0.000142236 0.000187663 5.37962e-05 -0.000222427 0.000283293 1.87623e-05 0.000123156 0.0002656 5.91461e-05
internal_weight=0 0.021931 0.020704 0.0196518 0.0186131 0.0174246 0.010965 0.00982112 0.0086065 0.00756533 0.00645956 0.00492534 0.00223513 0.00269021 0.00611202 0.00500045 0.00395989 0.00285788
internal_count=3910 3775 3439 3316 3201 3075 2487 2060 1667 1487 588 318 82 236 1312 1154 659 559
is_linear=0
shrinkage=0.00154607


Tree=2417
num_leaves=14
num_cat=0
split_feature=1 133 123 13 131 15 52 3 4 49 15 16 0
split_gain=5.1726e-05 7.43101e-05 0.000105147 0.000118574 0.000109801 8.39326e-05 0.000154361 0.000106994 0.000117865 0.000140412 0.000128276 6.11737e-05 4.46882e-05
threshold=0.12730000000000002 -0.091614999999999988 1.0000000180025095e-35 0.16421000000000002 0.08844500000000001 -0.19153499999999998 -0.11051499999999999 -0.082139999999999977 -0.060264999999999992 -0.042499999999999989 -0.095799999999999982 -0.083564999999999987 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 11 -9 -10 -11 -8 -2
right_child=12 2 -4 -5 -6 6 7 8 9 10 -12 -13 -14
leaf_value=-0.0025723445431864844 0.0024767731961743479 -0.0019578006653162274 0.0027422714499432334 -0.003095240351941469 -0.0027969437308283597 -0.0025222046299803128 0.004322827045894412 -0.0019143957065934742 -0.00092997312432785081 0.00064186237835562091 0.0050083976077526723 0.001348449226211545 -0.00016198415162224479
leaf_weight=0.0010803698157967482 0.0012301206876167915 0.001235910606887671 0.0010780738005510991 0.001170966397911131 0.0010857701226850121 0.0011685374948234278 0.0011140755022352213 0.0014296923086818724 0.0015887585474985881 0.0012628912965303644 0.0010744521066859956 0.0012847269586170919 0.0010072737994891207
leaf_count=498 193 119 210 169 448 432 250 339 137 99 304 560 152
internal_value=0 -0.000228156 -4.04714e-05 -0.0002821 1.08437e-05 0.000310932 0.000625166 0.00109944 0.000369205 0.00120078 0.00264911 0.00272984 0.00128881
internal_weight=0 0.0145742 0.0134939 0.0124158 0.0112448 0.010159 0.00892313 0.0077546 0.00535579 0.0039261 0.00233734 0.0023988 0.00223739
internal_count=3910 3565 3067 2857 2688 2240 2121 1689 879 540 403 810 345
is_linear=0
shrinkage=0.00928922


Tree=2418
num_leaves=20
num_cat=0
split_feature=14 157 124 12 43 49 0 42 48 159 52 49 4 12 43 48 3 42 2
split_gain=0.000443903 0.00021372 0.00023125 0.000429507 0.000366513 0.000206374 0.000192565 0.000170432 0.000197443 0.000212411 0.000211759 0.000277138 0.000251675 0.000236518 0.000129103 9.75944e-05 0.000154195 0.000191239 0.000236771
threshold=0.077685000000000018 -0.073574999999999988 0.11158000000000001 0.11655500000000001 -0.15109999999999998 -0.14917999999999998 -0.11524 -1.0000000180025095e-35 0.12738500000000003 0.096890000000000018 -0.07984999999999999 -0.069934999999999983 -0.0031049999999999997 0.088375000000000023 -0.34918499999999997 0.091555000000000011 0.090325000000000003 0.084100000000000022 0.083585000000000007
decision_type=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 14 -6 -1 -7 9 10 12 -12 -9 15 -3 16 17 18 -13
right_child=-2 2 -4 -5 5 7 -8 8 -10 -11 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00092812760232532281 -0.0010835805838479435 0.00019899639169324232 0.00068663693769366405 -0.0010873095315121727 0.00059517257401771068 -0.00067933152708166188 -4.1155889939396096e-05 -0.00012783071712916492 -0.00074368805538405265 -0.00076006293399839906 -0.00089989404792337679 3.4548362212251561e-05 0.00092895061870247608 -0.00050069492138540351 0.00094930922458960198 0.00062945964768476028 -0.00034370580359985775 -0.00028014684384005707 0.0011674517758514505
leaf_weight=0.001309995841651812 0.0010620143312650701 0.0012865614061833563 0.0011881870197331173 0.0011050731718787237 0.0010938813965948322 0.0015710728278969842 0.0010217442889229452 0.0011414444858249759 0.0012049045997710719 0.0010338533698922856 0.0010452393774784173 0.0010503396573022412 0.0014117291214818918 0.001864486968952344 0.0012824675467081803 0.0011140019379098772 0.0016005298376426044 0.0010685672748896816 0.0010168211430886271
leaf_count=44 126 125 38 155 68 744 446 292 81 225 81 73 96 545 104 99 117 390 61
internal_value=0 2.26378e-05 -3.0543e-05 -7.33838e-05 -1.374e-05 -0.000106778 0.000503398 -0.000157551 -9.70613e-05 -3.39591e-05 3.23959e-05 -9.12119e-05 0.000456497 1.83532e-05 0.000573555 0.000183775 7.89463e-05 0.000294675 0.000591815
internal_weight=0 0.0234109 0.0210792 0.019891 0.0187859 0.0162169 0.00233174 0.015123 0.0135519 0.012347 0.0113132 0.00875999 0.00255317 0.00771475 0.00256903 0.00585026 0.00473626 0.00313573 0.00206716
internal_count=3910 3784 3294 3256 3101 2872 490 2804 2060 1979 1754 1366 388 1285 229 740 641 524 134
is_linear=0
shrinkage=0.00167351


Tree=2419
num_leaves=18
num_cat=0
split_feature=14 157 1 0 12 3 13 1 12 1 133 52 3 4 3 11 52
split_gain=0.000375253 0.000141247 0.000199192 0.000137582 0.000390783 0.000181932 0.000125878 0.000161344 0.000128884 0.000220756 0.000206069 0.00013626 0.000229359 0.00017246 0.000117015 0.00011528 0.000105189
threshold=0.077685000000000018 -0.073574999999999988 0.090540000000000023 0.18055000000000002 0.11655500000000001 -0.100615 -0.094679999999999986 0.08844500000000001 0.086935000000000012 0.090355000000000005 0.083815000000000014 0.067395000000000024 0.11265500000000002 0.0057500000000000008 0.013395000000000002 0.08184000000000001 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 15 7 -7 10 -10 11 12 13 -8 -15 -3 -13
right_child=-2 3 -4 -5 -6 6 8 -9 9 -11 -12 16 -14 14 -16 -17 -18
leaf_value=-6.2159306308210661e-05 -0.00095920560919879197 0.00061780561279996564 0.00092547346097678952 0.00053135232850141999 -0.0010055763431776933 -0.00014055661260825645 -0.00051318533864818728 0.00057358480014588491 -0.00090707010796172382 2.2824154205189623e-05 0.00058006776230051251 0.00054070864480000342 -0.00086536880687769035 -0.00016892607694428958 0.00055130187814555662 -1.8022026814767439e-05 -0.00015088436120264635
leaf_weight=0.0010583617376896037 0.0010270012410397147 0.0018920045497369019 0.0010551161605442116 0.0011584755373638877 0.0010247626977022859 0.0016286258978783835 0.0015081749984940575 0.0016456177519793488 0.001345883312309744 0.0012971912012232356 0.001179205937702826 0.001103465602733375 0.001324464404087955 0.0011890110204389008 0.0011464039758242728 0.001209383733538516 0.0011748461500814128
leaf_count=321 126 219 169 43 157 151 232 180 980 316 374 205 90 115 48 128 56
internal_value=0 3.56e-05 0.000430899 -6.53617e-06 -3.99139e-05 1.61708e-05 -5.92573e-05 0.000218367 -0.000139925 -0.000450688 -4.46993e-05 -0.000143637 -0.000288109 -8.9191e-05 0.000184618 0.000369865 0.000184078
internal_weight=0 0.021941 0.00211348 0.0198275 0.018669 0.0176443 0.0145429 0.00327424 0.0112686 0.00264307 0.00862557 0.00744637 0.00516805 0.00384359 0.00233541 0.00310139 0.00227831
internal_count=3910 3784 490 3294 3251 3094 2747 331 2416 1296 1120 746 485 395 163 347 261
is_linear=0
shrinkage=0.00160853


Tree=2420
num_leaves=12
num_cat=0
split_feature=15 15 151 3 16 1 1 3 15 47 4
split_gain=5.4247e-05 9.70641e-05 6.7906e-05 9.55599e-05 0.000115567 0.000129935 0.000179649 0.000152016 0.000170257 0.000125993 0.000112963
threshold=-0.24219999999999997 -0.11739999999999999 -0.088294999999999985 -0.08348499999999999 -0.30307999999999996 0.094485000000000013 0.11215000000000001 0.096385000000000012 -0.0058549999999999991 0.12132000000000003 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 -5 7 -7 8 -6 -8 -4
right_child=1 2 3 4 5 6 9 -9 -10 -11 -12
leaf_value=0.001502871661595214 -0.0022961968752059909 0.0020366344598997691 -0.0004690548323811634 -0.0033036515199142227 -0.0047134653891081528 0.0030408474935803191 -0.0028538221130287649 0.0011135967991764966 -0.00066428341089566189 0.0013607898183054241 0.0023954612496288673
leaf_weight=0.0015017326416845818 0.0013861545567489001 0.0011079095241544211 0.0019443206861799759 0.0010021200510246407 0.0012198404149907382 0.0015783948318790555 0.0010070036858579878 0.0013507806642411024 0.0018496639802673283 0.0010014013121062426 0.0019537892514389747
leaf_count=317 297 211 570 149 562 273 167 70 662 44 588
internal_value=0 -0.000172355 3.77003e-05 -0.00013388 -0.000610072 -0.000272959 0.000916847 -0.00123842 -0.00227345 -0.000752394 0.000966682
internal_weight=0 0.0154014 0.0140152 0.0129073 0.0090092 0.00800708 0.0035868 0.00442029 0.0030695 0.0020084 0.00389811
internal_count=3910 3593 3296 3085 1927 1778 484 1294 1224 211 1158
is_linear=0
shrinkage=0.00841354


Tree=2421
num_leaves=18
num_cat=0
split_feature=14 1456 11 3 157 13 1 42 4 52 43 0 43 4 12 4 0
split_gain=0.000364742 0.000178422 0.000211773 0.000256597 0.000144375 0.000123393 0.000321647 0.000172177 0.000160989 0.000127596 0.00015888 0.000285286 0.000153496 0.000269408 8.69155e-05 8.23622e-05 4.95195e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.08107499999999998 -0.060719999999999989 0.099595000000000017 0.08648500000000002 -0.077679999999999985 -0.010284999999999997 -0.06705499999999999 -0.23029999999999998 -1.0000000180025095e-35 0.080255000000000007 0.093870000000000023 0.022820000000000003 -0.088709999999999983
decision_type=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 -6 10 -7 -12 14 15 -11 -14 -8
right_child=-2 2 -4 4 5 9 16 -9 -10 12 11 -13 13 -15 -16 -17 -18
leaf_value=-0.00064316231635246405 -0.00096797001733529917 0.00073764800338039452 -0.00063363407177298209 0.00060465895344907934 0.00045188024032091046 0.00010673863186302079 0.00046149734893708751 -0.00052893371148379407 -0.00028676500676031922 -0.00066984049611727118 -4.5775174668987371e-05 -0.0012096832192066672 0.00029190838838833051 -0.00034007900616536674 -2.7156412675123842e-05 0.00086929847950827424 0.00094868889222097825
leaf_weight=0.0010167118240221725 0.0010356764457096481 0.0015629300014568239 0.001120482959525936 0.0011637113902920144 0.0019051353262559689 0.0012631350704503559 0.0012267518390436053 0.0014908475238796792 0.0013622424514847789 0.0010421049376315057 0.001150404213468903 0.0011176338070131107 0.0018227885250634551 0.001585697649273049 0.0012410069062700028 0.0010470475081092445 0.0010357959442566355
leaf_count=349 126 144 123 292 99 197 172 705 207 456 37 203 246 120 226 28 180
internal_value=0 2.81927e-05 6.04845e-05 9.93384e-05 4.52788e-05 7.63071e-06 0.000175263 -6.68968e-05 0.000143923 -0.000106968 -0.000359602 -0.000619321 2.5417e-05 0.000202674 -0.000320504 0.000502567 0.000684534
internal_weight=0 0.0221544 0.0211377 0.0200172 0.0184543 0.0172906 0.00702077 0.00475823 0.00326738 0.0102698 0.00353117 0.00226804 0.00673865 0.00445553 0.00228311 0.00286984 0.00226255
internal_count=3910 3784 3435 3312 3168 2876 1363 1011 306 1513 437 240 1076 394 682 274 352
is_linear=0
shrinkage=0.0016407


Tree=2422
num_leaves=13
num_cat=0
split_feature=160 1 151 15 11 3 47 1 52 43 2 15
split_gain=5.40709e-05 8.30331e-05 7.80839e-05 0.000100535 7.65157e-05 0.0001321 0.000173621 9.74292e-05 0.00022442 8.94017e-05 0.000105427 6.06364e-05
threshold=-0.217635 0.12958500000000003 0.079335000000000017 0.091435000000000002 0.077165000000000025 -0.10315499999999998 0.09252500000000001 0.088010000000000019 -0.074484999999999982 0.0016850000000000001 0.087005000000000013 -0.03231499999999999
decision_type=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 -10
right_child=1 -3 -4 -5 -6 6 -8 8 11 -11 -12 -13
leaf_value=-0.0023899169397890068 0.0031529160420403993 0.0021664654516160881 0.0026116944904438196 -0.003526763389755968 -0.0025658788067782282 0.00056634165761882511 -0.0037665173942462624 -0.0025126869263182453 0.0046277219013500489 0.0015004951423374258 -0.0037913627256543807 0.0013564438368848586
leaf_weight=0.0010367533256314182 0.0014724152824214997 0.0019849745510077807 0.0010631346142514079 0.0010713026788329869 0.0012878013031892852 0.0010829054847307008 0.0013870275249303256 0.0010873561133084644 0.0015273718453831173 0.001244008504713557 0.0015184912254948015 0.0011169303523271834
leaf_count=429 184 283 130 492 215 520 264 187 136 240 671 159
internal_value=0 0.000125376 -0.000166967 -0.000397835 -0.000111931 0.000190871 -0.000295665 0.000339695 0.00156797 -0.000852245 -0.00197734 0.00324596
internal_weight=0 0.0158437 0.0138587 0.0127956 0.0117243 0.0104365 0.00896409 0.00757706 0.00373166 0.00384541 0.0026014 0.0026443
internal_count=3910 3481 3198 3068 2576 2361 2177 1913 482 1431 1191 295
is_linear=0
shrinkage=0.0106704


Tree=2423
num_leaves=19
num_cat=0
split_feature=14 1456 11 403 3 13 13 2 39 0 16 42 4 0 0 1 16 43
split_gain=0.000498728 0.000227516 0.000254336 0.000247174 0.000252217 0.000145533 0.000364317 0.00027278 0.000260683 0.000263634 0.000265881 0.000205221 0.000194611 0.000441413 0.000173924 0.0003158 0.000159392 6.96864e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 0.088015000000000024 -0.15121499999999996 -0.52445999999999982 -0.10023999999999998 0.097940000000000013 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.089024999999999979 -0.083329999999999987 -0.10131499999999999 -0.11756999999999999 0.11215000000000001 -0.094359999999999986 -0.075819999999999985
decision_type=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 10 12 -10 -8 14 15 16 -14 -12
right_child=-2 2 -4 -5 5 6 8 -9 11 -11 17 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0007450074444611916 -0.0011605423704801471 0.00088933978030620719 -0.00070148322631413663 -0.00058759882977700779 -0.00050222784137654629 9.0493320802881265e-05 0.00054998150579864109 0.0011456647433443004 -3.8023102924069913e-05 -0.00073350573808441256 0.00019899501859701441 0.00095863806895490553 -0.00020244107245951106 -0.0011313246186730349 0.00053083311551325476 -0.00099966050903377507 0.00064468652742470851 0.00075893675295233079
leaf_weight=0.001043406882278902 0.0010661496863717665 0.001303267496341797 0.0011757193373966848 0.0013643243322933032 0.0010588127909567013 0.0012391223008140885 0.0010418920415598788 0.0016841377280232689 0.0010385524779152888 0.0015207094442937262 0.0012096097456407856 0.0014320446994418303 0.0018287493170308089 0.001305944057332465 0.0012607051193278063 0.0010476326142820902 0.0010016658879574702 0.0013939118239774673
leaf_count=349 126 133 123 332 53 89 308 126 41 233 218 324 101 1047 77 40 59 131
internal_value=0 3.37532e-05 7.08451e-05 0.000114646 0.000164117 0.000111793 0.000150025 0.000698395 3.61853e-05 -7.09496e-05 2.89061e-05 0.000539677 -0.000134498 -0.000245156 -1.99477e-05 -0.000199 9.7352e-05 0.000498785
internal_weight=0 0.0229502 0.0219068 0.0207311 0.0193668 0.0180635 0.0170047 0.00292326 0.0140814 0.0116108 0.0100901 0.0024706 0.00748659 0.0064447 0.00513875 0.00387805 0.00283042 0.00260352
internal_count=3910 3784 3435 3312 2980 2847 2794 215 2579 2214 1981 365 1632 1324 277 200 160 349
is_linear=0
shrinkage=0.00170698


Tree=2424
num_leaves=19
num_cat=0
split_feature=14 403 403 3 13 13 39 0 50 3 42 1 48 1 4 0 2 15
split_gain=0.000451363 0.000171597 0.000251132 0.000145897 0.000150855 0.000247651 0.000234641 0.000274573 0.000249045 0.000221187 0.000223068 0.000213953 0.000212125 0.000233808 0.000266992 0.000172114 0.000115792 9.98205e-05
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 -0.22254999999999997 -0.083514999999999992 -0.52445999999999982 0.005105000000000001 -0.053834999999999994 1.0000000180025095e-35 -0.077894999999999978 0.085330000000000003 0.097265000000000018 0.11028500000000001 0.11198000000000001 -1.0000000180025095e-35 -0.23029999999999998 0.086130000000000012 -0.017214999999999998
decision_type=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 12 10 -7 -11 13 14 16 -16 -6 -8
right_child=-2 -3 -4 4 6 9 17 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00061148552564853288 -0.0010562820629050399 -0.00054792497875971518 0.00085345125738543704 -0.00052132836243149133 0.00072684559204616898 0.00042331244000156531 4.0610621955436886e-05 -0.00086077302137523698 -0.00086889611259465145 0.00027924524770330889 -0.00056689256745671057 0.0012119841337281802 -0.00069846234644009651 0.00064824734209242949 8.4945078235896366e-05 -0.00076297404679596373 2.0595413313351773e-05 0.00076168888569465212
leaf_weight=0.00107527290516832 0.0010825631494417723 0.0013077817456329755 0.0010329246646358361 0.0010703597661666509 0.001053937223196709 0.0014051915891823731 0.0010641530633489363 0.0015112698405471093 0.0010171163131610312 0.0015870224836390372 0.0010854914445151617 0.0011357534166188217 0.0010364716211310049 0.0015952823004834471 0.0010625094541163449 0.0016376443025960218 0.0015351555507801054 0.0010047024453925385
leaf_count=147 126 337 123 53 338 305 236 255 356 111 354 174 58 81 69 251 479 57
internal_value=0 2.86322e-05 6.46916e-05 2.37037e-05 -9.91097e-06 0.000197516 -0.000114034 -0.000213983 -0.000104622 0.000345099 -8.23949e-06 0.000668319 -6.48368e-06 9.76943e-05 -6.83573e-05 -0.000429318 0.000308087 0.000390789
internal_weight=0 0.022218 0.0209103 0.0198773 0.0188021 0.00628382 0.0125182 0.0104494 0.00893812 0.00521346 0.00249068 0.00272278 0.007921 0.00688453 0.00528925 0.00270015 0.00258909 0.00206886
internal_count=3910 3784 3447 3324 3177 997 2180 1887 1632 944 659 285 1276 1218 1137 320 817 293
is_linear=0
shrinkage=0.0016407


Tree=2425
num_leaves=14
num_cat=0
split_feature=50 15 158 15 156 151 16 42 43 2 2 15 16
split_gain=6.07936e-05 0.000155798 0.00012482 0.000117423 0.000105471 0.000117618 0.000157909 0.000112086 0.000233555 0.000154452 0.000101575 7.56001e-05 4.02321e-05
threshold=0.10625000000000001 -0.24219999999999997 0.08413000000000001 -0.11739999999999999 0.084330000000000016 -0.076429999999999984 -0.38486499999999996 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.090050000000000005 -1.0000000180025095e-35 -0.0021449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 12 10 -10 -9 -11 -8
right_child=-2 2 -4 4 -6 6 7 8 9 11 -12 -13 -14
leaf_value=0.0039433080869553331 -0.0023973209078316511 -0.0030659500326287738 -0.0036830620088083004 0.0036620424617531231 -0.0024524936332803466 -0.0035855724648759884 4.3266797843436604e-05 0.0061511269849166984 -0.0024590710154027162 0.0036984823863341143 0.0017056137932629461 0.00022047909345736607 -0.0028424400809465701
leaf_weight=0.0010951149979101888 0.0011089736424496023 0.0011623355473744353 0.00101675051819079 0.0013220457096861206 0.0012675162936944687 0.0010074467930027359 0.0011192910051683741 0.001262484489182843 0.0016749917573063555 0.0010953490947221804 0.001014447333925389 0.0018210015917806497 0.0010020793631854551
leaf_count=282 418 230 350 278 429 110 566 194 405 110 149 264 125
internal_value=0 0.000136199 -0.000146159 0.000115398 0.000409185 0.000729636 0.000341845 0.000781981 0.00143117 7.26799e-05 0.00417051 0.00152678 -0.00131986
internal_weight=0 0.0158609 0.0147657 0.013749 0.0125867 0.0113191 0.00999709 0.00898964 0.00686827 0.00459134 0.00227693 0.00291635 0.00212137
internal_count=3910 3492 3210 2860 2630 2201 1923 1813 1122 779 343 374 691
is_linear=0
shrinkage=0.0104612


Tree=2426
num_leaves=19
num_cat=0
split_feature=14 124 12 52 123 484 3 13 0 51 13 151 16 52 4 2 0 3
split_gain=0.000357593 0.000157806 0.000291095 0.000216451 0.000213524 0.000207931 0.000220759 0.000239953 0.000400978 0.000200091 0.000196443 0.000198092 0.000140295 0.000131685 0.000131172 0.000126485 0.000104298 6.27221e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.28122000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 -0.100615 -0.094679999999999986 -0.053834999999999994 -0.09021499999999999 -0.0038299999999999996 -0.0088999999999999982 -0.072804999999999981 0.024145000000000003 -0.23071499999999998 0.092175000000000021 -0.082709999999999992 0.14320000000000002
decision_type=2 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 14 13 9 -9 -11 -12 15 17 -7 -13 -16 -8
right_child=-2 -3 -4 -5 -6 6 7 8 -10 10 11 12 -14 -15 16 -17 -18 -19
leaf_value=-0.00072602400536699876 -0.0010633838342994811 0.0006888499494332634 -0.00090619478167953461 -0.0006756165947419229 0.00074371687404657563 -9.9569206681363438e-06 0.00033522891501807566 0.00070262402010867135 -0.0012696840741105698 -0.00065002620712370192 -0.00057058110015407971 0.00010160587781288122 -0.00017695462633413405 -0.00012178518386080528 0.00032197658818815548 0.00096376094890049532 0.0010576385547222318 0.00096312923048350995
leaf_weight=0.0011268241768521798 0.0010531649968426584 0.0010904225969904568 0.0011448472095279055 0.0013216732653471867 0.0014778423082361545 0.0012952281146079159 0.0010223852525716405 0.00100269783199538 0.0010016569777640668 0.0019599491052384151 0.0013598679391453317 0.0011313710024573494 0.0015894920541922302 0.0010861068919146288 0.0012344845928354831 0.0011025101064910531 0.0012965505889957442 0.0010666831675386831
leaf_count=479 135 40 173 323 295 104 76 136 182 1126 77 176 94 94 96 58 151 95
internal_value=0 1.67835e-05 -1.77514e-05 3.29144e-05 8.28485e-05 2.63151e-05 7.88109e-05 -3.92076e-05 -0.000188133 -5.51409e-05 -0.000161509 2.32147e-05 0.000234411 0.000389842 0.000458897 0.000527114 0.000698828 0.000655836
internal_weight=0 0.0223106 0.0212202 0.0200753 0.0187537 0.0172758 0.016149 0.0123227 0.00914755 0.00814589 0.00714319 0.00518324 0.00382337 0.00317518 0.00382626 0.00223388 0.00253104 0.00208907
internal_count=3910 3775 3735 3562 3239 2944 2465 2114 1849 1667 1531 405 328 265 351 234 247 171
is_linear=0
shrinkage=0.00181146


Tree=2427
num_leaves=14
num_cat=0
split_feature=484 15 12 52 2 39 42 160 1 3 0 52 16
split_gain=5.65192e-05 7.09244e-05 0.000174456 9.91243e-05 0.000144585 9.23948e-05 0.000164844 0.000139217 0.000154503 0.000145613 0.000113219 8.00884e-05 7.61713e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.081429999999999989 0.096970000000000015 0.085060000000000011 0.090415000000000009 -0.078874999999999987 0.094890000000000016 0.076695000000000013 -0.15291499999999997 -0.10201499999999998 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 11 6 7 -5 9 -9 -10 -2 -4
right_child=1 2 12 5 -6 -7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.0025251746961948685 -0.0016479532696314129 -0.0039229294372481408 0.0026955271051149268 -0.0031795448386907421 0.0057258097676814628 0.0031321946670886795 -0.0048388900941154396 -0.0042500431339765792 0.00032393484135012797 0.001641074873855901 0.0055312152972262271 0.0028688941189365749 -0.0015334524657524974
leaf_weight=0.0011747960842496503 0.0011128710258096891 0.0018060112381833747 0.0014030226569642923 0.0013229120687557354 0.0011501906601988146 0.0010882003470744578 0.0010601905524846187 0.0010519529248985285 0.0010223651696436575 0.0013044066678702393 0.0013378401423935968 0.0010674016451624026 0.0010215246485878807
leaf_count=612 244 421 210 318 324 244 164 236 86 33 159 137 722
internal_value=0 0.000153506 -0.00115101 0.000632641 0.00234624 -6.43761e-05 -0.00055433 0.000197796 0.00114508 -0.000988905 0.00327559 0.000563371 0.000913748
internal_weight=0 0.0157489 0.00423056 0.0115183 0.00333046 0.00818787 0.00709967 0.00603948 0.00471656 0.00235636 0.00236021 0.00218027 0.00242455
internal_count=3910 3298 1353 1945 705 1240 996 832 514 269 245 381 932
is_linear=0
shrinkage=0.011781


Tree=2428
num_leaves=17
num_cat=0
split_feature=1213 14 11 13 13 2 132 39 133 0 49 42 151 16 15 2
split_gain=0.000505827 0.000416408 0.000204507 0.000174769 0.000296322 0.000341118 0.000269641 0.000234901 0.000333847 0.000176535 0.000185425 0.000159351 0.000137531 0.000135404 0.000333437 0.000191568
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.52445999999999982 -0.091229999999999992 0.099990000000000009 0.079995000000000011 0.005105000000000001 0.084285000000000013 -0.053834999999999994 -0.07107999999999999 -0.089024999999999979 -0.044604999999999992 -0.072804999999999981 -0.064869999999999983 0.089910000000000004
decision_type=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 9 10 -6 -9 -12 15 -15 -14
right_child=1 -3 -4 4 6 -7 -8 11 -10 -11 12 -13 13 14 -16 -17
leaf_value=-0.0012272580290693359 -0.00054794798303631589 -0.001046828816890686 -0.00061888534944333311 6.7801297139993732e-05 -0.00042474217844680457 0.0011137443637235314 0.00082783285690922622 6.3326564396084293e-06 -0.0010094076703692882 -0.00052167719873896898 -0.00032986688950511448 0.00093312865705270139 0.00011358551388788598 -0.00055249198324658019 0.00059108253517813666 0.00097109247351255187
leaf_weight=0.0010124761753623089 0.0011152237950266776 0.0010383238228419541 0.0011937071275056601 0.0018637910023413381 0.0017817547936729294 0.0019179786793245418 0.0012597720746166307 0.0010490112432872678 0.0011296033463312491 0.0017571386405471979 0.0012392360854196786 0.0012123781762893278 0.0015226859291308818 0.0014762107155135854 0.0016224221414228275 0.0016408472960509415
leaf_count=592 52 119 125 192 81 175 234 38 807 226 148 289 282 175 242 133
internal_value=0 3.04046e-05 8.17557e-05 0.000122379 0.000160769 0.000598266 5.53264e-05 -1.21091e-05 -0.000107864 -1.56217e-05 8.01657e-05 0.000503207 0.000200093 0.000304968 4.62755e-05 0.000558353
internal_weight=0 0.0228201 0.0217818 0.0205881 0.0194728 0.00378177 0.0156911 0.0144313 0.0121699 0.0110403 0.00928316 0.00226139 0.0075014 0.00626217 0.00309863 0.00316353
internal_count=3910 3318 3199 3074 3022 367 2655 2421 2094 1287 1061 327 980 832 417 415
is_linear=0
shrinkage=0.00174112


Tree=2429
num_leaves=14
num_cat=0
split_feature=4 0 15 12 39 3 43 4 0 12 48 13 3
split_gain=5.96623e-05 0.000109862 0.00013524 8.95641e-05 7.60724e-05 0.000219153 0.000100427 0.000151328 0.000109037 0.000159729 0.000100065 8.93697e-05 2.27396e-05
threshold=0.24280000000000004 -0.11756999999999999 -0.15202999999999997 0.10595000000000002 0.097470000000000015 0.13772500000000001 -0.17307499999999998 -0.37626499999999991 -0.06402999999999999 0.086935000000000012 0.086935000000000012 -0.0043499999999999988 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -8 9 10 11 -9 -13
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12 12 -14
leaf_value=0.0021458990977626627 0.0020914207303775112 0.0031631619227896462 -0.0027450818009762904 -0.002948123190910062 -0.0024997827369435724 0.0040825395284081554 -0.0039859982762217175 -0.0011908056620112749 0.0021540886536010728 -0.0035147364811287502 -0.0021884309371892003 0.00097988572678002679 0.0028337984319370632
leaf_weight=0.0013149517732907673 0.0010542958761363664 0.0013751224341205684 0.0010223557825927154 0.0010643390418807437 0.0010689181659761923 0.0011407473738544458 0.0010786619434937613 0.0012245305843793007 0.0014404690738499711 0.0014343974976963152 0.0012861812824881309 0.0011251563519155978 0.0012581403798654911
leaf_count=127 100 326 123 314 75 108 228 673 182 1297 171 119 67
internal_value=0 0.00108589 -0.000289636 -0.000310661 -8.37683e-05 0.000144708 -0.000297317 -0.000660436 -0.000198701 -0.000734243 8.06995e-05 0.000889639 0.00195856
internal_weight=0 0.00345177 0.00207665 0.0134365 0.0123722 0.0113032 0.0101625 0.00884754 0.00776888 0.00632841 0.00489401 0.00360783 0.0023833
internal_count=3910 549 223 3361 3047 2972 2864 2737 2509 2327 1030 859 186
is_linear=0
shrinkage=0.00947501


Tree=2430
num_leaves=19
num_cat=0
split_feature=14 403 403 160 124 42 123 133 484 3 160 2 1 3 42 4 4 4
split_gain=0.000415913 0.00016041 0.000218051 0.000161463 0.000243485 0.000245496 0.000227673 0.00028758 0.000259396 0.00023013 0.00027925 0.000220822 0.000254035 0.000212453 0.000383519 0.000265414 0.000249429 0.000116548
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 -0.217635 0.10230000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.093845000000000026 -0.0043499999999999988 -0.15327499999999997 0.090735000000000024 0.10836000000000003 0.11235500000000002 -0.078669999999999976 0.085545000000000024 0.074650000000000008 -0.00027999999999999998 -0.032604999999999995
decision_type=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 -7 -10 11 13 -13 14 -11 16 17 -15
right_child=-2 -3 -4 4 -6 6 -8 -9 9 10 -12 12 -14 15 -16 -17 -18 -19
leaf_value=-0.00057018401727640671 -0.0010355246658348537 -0.00051737267196043466 0.00078128776434785733 -0.00055576832615662167 0.00079950641486229888 -0.0006161756434343729 0.00081540508724287151 -0.0007755425018565028 0.00087433402645334043 0.0005560719002849861 -0.00053653175654708163 -0.00070872578626404649 0.00025646642373889202 0.00026653748147589665 -0.00069236755421552324 0.0011831203122284505 -0.00027924280580398541 0.0010043597295971824
leaf_weight=0.0011265662555826677 0.00100116759524528 0.0013307367603058026 0.0010271525874459833 0.001775401708827464 0.0010765742811297127 0.0012368800879334766 0.001006119455747718 0.0010776526995208762 0.0010564283895877847 0.0013481684704817424 0.0015880919921633105 0.0013145285007485907 0.0015229478415910852 0.0011175141075230322 0.0012063487639766279 0.0012344860828349888 0.0011960019444785721 0.0010983783672386949
leaf_count=368 126 337 123 740 45 395 239 348 135 186 115 97 133 125 250 63 54 31
internal_value=0 2.42063e-05 5.85102e-05 2.13568e-05 5.66997e-05 1.17203e-05 7.46764e-05 2.49838e-05 8.69596e-05 0.000155532 9.02185e-05 0.000189372 -0.000190682 0.00033913 -3.34929e-05 0.000543993 0.000312745 0.000632263
internal_weight=0 0.02234 0.0210092 0.0199821 0.0188555 0.0177789 0.0160035 0.0149974 0.0139198 0.0126829 0.0116265 0.0100384 0.00283748 0.0072009 0.00255452 0.00464638 0.00341189 0.00221589
internal_count=3910 3784 3447 3324 2956 2911 2171 1932 1584 1189 1054 939 230 709 436 273 210 156
is_linear=0
shrinkage=0.00160853


Tree=2431
num_leaves=18
num_cat=0
split_feature=14 147 11 3 52 160 13 13 2 133 39 0 0 0 2 160 15
split_gain=0.00034132 0.000169416 0.000227135 0.000216093 0.000190894 0.000208518 0.000161225 0.000262608 0.000258243 0.000136746 0.00014296 0.000201438 0.000277463 0.000200897 0.000190407 0.000145065 9.77044e-05
threshold=0.073890000000000011 0.088505000000000014 0.088315000000000018 -0.15002999999999997 0.28122000000000008 -0.081069999999999989 -0.083514999999999992 -0.51172499999999987 0.10066500000000002 -0.0023199999999999996 0.005105000000000001 -0.053834999999999994 -0.07773999999999999 -0.10575999999999998 0.086315000000000017 0.088785000000000017 0.05377500000000001
decision_type=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 16 -8 11 12 13 14 -11 -16 -9
right_child=-2 -3 -4 4 -6 6 9 8 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00065014645160388774 -0.00096937653611015051 0.00071332514382213552 -0.00079375508076984702 0.00057501085771454017 -0.00069328109003973372 -0.00051186857789521135 -0.0007488229718509579 -0.00027029884626794828 0.00096579398926653376 0.00058786845427287742 0.00042162316046205736 -0.00088658075160205965 0.00060527631525393447 -0.00080260206360129103 -0.00058792721086646331 0.00020600598218496234 0.00040559168102700938
leaf_weight=0.0015334296194238718 0.0010493633405726085 0.0010008306956565049 0.0010136419893358442 0.0018149455253258394 0.001140319962197686 0.0011495238304915917 0.0010418958131975008 0.0012209673978594241 0.0015282942660001615 0.0010021580079921889 0.0013273447259564289 0.001032265581244151 0.0013795179116384004 0.0014228670925092272 0.0017200070485818841 0.0010990790228619929 0.0012728617071365855
leaf_count=129 135 164 120 479 335 48 570 282 159 21 192 168 339 399 83 40 247
internal_value=0 2.7408e-05 -5.757e-06 3.48185e-05 -1.71625e-05 2.81586e-05 -3.71517e-05 0.000207641 0.000413278 -0.000163433 -9.55378e-05 -0.000185201 -7.58937e-05 -0.000255083 -5.12098e-05 -0.000278396 7.46788e-05
internal_weight=0 0.0217 0.0206991 0.0196855 0.018152 0.0170117 0.0151968 0.00517165 0.00402212 0.0100251 0.00898324 0.00765589 0.00662363 0.00524411 0.00382124 0.00281909 0.00249383
internal_count=3910 3775 3611 3491 3362 3027 2548 736 688 1812 1242 1050 882 543 144 123 529
is_linear=0
shrinkage=0.00170698


Tree=2432
num_leaves=13
num_cat=0
split_feature=49 15 11 3 3 4 2 1 3 2 1 16
split_gain=5.82751e-05 7.7171e-05 7.12693e-05 0.000146074 8.60191e-05 8.27985e-05 0.000148592 0.000132214 6.37546e-05 5.95452e-05 4.32116e-05 3.74015e-05
threshold=-0.14917999999999998 0.090505000000000016 0.08184000000000001 -0.10315499999999998 -0.078884999999999997 -1.0000000180025095e-35 0.086130000000000012 0.094385000000000011 0.11265500000000002 0.099015000000000006 0.11663000000000003 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 10 -8 -9 -10
right_child=1 -3 -4 4 5 7 9 8 11 -11 -12 -13
leaf_value=0.0017367234841530192 0.0023864319294166682 -0.0022747917758289115 -0.0020121904373627849 -0.001876773656346723 0.0035222679382606614 -0.0027944230319673466 -0.0012855793019102384 6.0269894307445808e-05 0.0004121038900160578 0.0011135462078963273 0.0024886932440858585 -0.0017834295979651286
leaf_weight=0.0012347967345424362 0.0018264598359546578 0.0011348519862635969 0.0011447467218207311 0.0017770953612154571 0.0012077399538112307 0.0013777422429135464 0.0013466667314901079 0.0010489190960343842 0.0010024972907957119 0.0016052411721698481 0.0010260955619138673 0.0012148102141852357
leaf_count=129 252 644 191 1369 140 343 154 117 131 193 181 66
internal_value=0 -0.000161509 3.00317e-06 0.000174733 -0.000173303 0.000134664 0.0010362 -0.00052672 0.000201164 1.906e-05 0.00126113 -0.000790777
internal_weight=0 0.0157129 0.014578 0.0134333 0.0116068 0.00982971 0.00415965 0.00567006 0.00429232 0.00295191 0.00207501 0.00221731
internal_count=3910 3781 3137 2946 2694 1325 487 838 495 347 298 197
is_linear=0
shrinkage=0.00841354


Tree=2433
num_leaves=18
num_cat=0
split_feature=1213 14 1456 11 3 13 13 2 12 0 16 52 0 52 16 4 42
split_gain=0.000494385 0.000403867 0.000244805 0.00016323 0.000207227 0.000165843 0.000349489 0.000224163 0.00018579 0.000377058 0.00017686 0.000136016 0.000293827 0.000236271 0.000163663 0.00016083 0.000107497
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15121499999999996 -0.52445999999999982 -0.091229999999999992 0.097940000000000013 -1.0000000180025095e-35 -0.053834999999999994 -0.30307999999999996 -0.010284999999999997 -0.15137999999999999 -0.081429999999999989 -0.083564999999999987 -0.0031049999999999997 -1.0000000180025095e-35
decision_type=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 16 10 -10 13 -13 15 -14 -12 -8
right_child=1 -3 3 -5 5 6 8 -9 9 -11 11 12 14 -15 -16 -17 -18
leaf_value=-0.0011545628870296208 -0.00072591577806727602 -0.001004915539224932 0.0007265562992149363 -0.0004964693734532678 -0.00052150493241563949 0.00017976082352748533 0.00012003244919563775 0.0010313371806097964 -0.00044724614184894052 -0.00080974223206010552 -0.00021112723928654677 0.0011375852403461518 0.00050259835513368325 -0.00057314143108295893 -0.0002562968815639639 0.00068462954538860328 0.00083478492895593961
leaf_weight=0.0010312682847646261 0.0010140502802762691 0.0010101944082999267 0.0016122992669319906 0.0011521381212222783 0.0011259070333012244 0.0016889289316519068 0.0012892893078814693 0.0017761124922291011 0.0016165311628152197 0.0016414500223168845 0.0010342663717425662 0.0010418653003039201 0.0015533984358311777 0.0015499856239706801 0.0016320292883861267 0.0012277402414156632 0.0010854352166926153
leaf_count=592 312 112 139 123 52 169 106 167 138 219 227 26 322 231 606 105 264
internal_value=0 2.97839e-05 7.72059e-05 0.000115937 0.000151437 0.000100664 0.00014154 0.000616262 2.12266e-05 -6.82158e-05 5.78407e-05 0.000159403 0.000366112 -6.98258e-05 0.000113784 0.000275059 0.00044673
internal_weight=0 0.0230516 0.0220414 0.0210274 0.0198752 0.0182629 0.017137 0.00346504 0.013672 0.0112973 0.00965582 0.00803929 0.00422729 0.00381199 0.00318543 0.00226201 0.00237472
internal_count=3910 3318 3206 2894 2771 2632 2580 336 2244 1874 1655 1517 954 563 928 332 370
is_linear=0
shrinkage=0.00167351


Tree=2434
num_leaves=14
num_cat=0
split_feature=4 0 15 12 39 3 43 0 0 48 4 43 52
split_gain=5.70144e-05 9.34284e-05 0.000115925 7.83773e-05 6.93011e-05 0.000186529 9.30781e-05 6.3824e-05 0.000122519 9.49365e-05 9.04154e-05 6.58913e-05 3.34139e-05
threshold=0.24280000000000004 -0.11756999999999999 -0.15202999999999997 0.10595000000000002 0.097470000000000015 0.13772500000000001 0.083940000000000015 -0.070894999999999986 -0.083424999999999985 0.086935000000000012 -0.39075499999999991 -0.0037249999999999996 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 9 11 -9 -1 -13
right_child=1 -3 -4 -5 -6 -7 -8 10 -10 -11 -12 12 -14
leaf_value=-0.0011042819057369606 0.0019851141434246247 0.0029718458717655771 -0.0024735583173417282 -0.0027693549954010293 -0.0023998696539638638 0.0037645436563770083 -0.0029243483035714972 -0.0009798292531793542 -0.0034095046682977724 -0.0020502357657706956 0.0024599413594239201 0.00036100141587687407 0.0025217581055044314
leaf_weight=0.0010810289032694596 0.001066342457903421 0.0013793820201668124 0.0010283805718805383 0.0010662657815366126 0.0010681186678612739 0.0011372837186492965 0.0010703228188464692 0.0010926536613683722 0.0010840415833274341 0.0013590718287049587 0.0018434503855908916 0.0010638484412863747 0.0016222398444056679
leaf_count=750 100 326 123 314 75 108 215 216 818 236 345 74 210
internal_value=0 0.00105707 -0.000203821 -0.000304112 -9.25046e-05 0.00012456 -0.000280631 2.87427e-05 -0.000515484 9.65179e-05 0.00117985 0.000871007 0.00166597
internal_weight=0 0.00347411 0.00209472 0.0134883 0.0124221 0.0113539 0.0102167 0.00914633 0.00621023 0.00512619 0.0029361 0.00376712 0.00268609
internal_count=3910 549 223 3361 3047 2972 2864 2649 2088 1270 561 1034 284
is_linear=0
shrinkage=0.00947501


Tree=2435
num_leaves=13
num_cat=0
split_feature=50 159 52 133 42 15 52 4 1 2 2 3
split_gain=5.88684e-05 0.000123326 7.09405e-05 0.00013648 0.000122298 0.000109637 0.000131229 0.000103941 0.000206529 0.000111778 0.000103634 0.000101901
threshold=0.10625000000000001 -0.026594999999999997 0.11262000000000001 0.094185000000000005 0.088115000000000013 0.085285000000000014 1.0000000180025095e-35 0.0057500000000000008 0.10688500000000002 0.090545000000000014 0.086875000000000022 0.11265500000000002
decision_type=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 -10
right_child=-2 2 -4 -5 10 -7 -8 8 11 -11 -12 -13
leaf_value=0.0033450655343039521 -0.0023292439580084021 -0.003441987293691487 -0.002521414132909862 -0.0032788042877705662 3.7514680844653402e-05 -0.0030951396657641589 0.0028332250857238199 0.0038117968942538321 0.0010471923222516407 0.0003827835133934613 0.0042118031615447412 -0.0034170635817906674
leaf_weight=0.0011655709581642514 0.0010905366667259752 0.0017498122888003529 0.0011901175715485031 0.001155040521419977 0.001101621373557236 0.0011460295658204259 0.0017003862146923367 0.0014670417515105054 0.001078605843533129 0.0014865055594177473 0.0014478023032699966 0.0010727023956600898
leaf_count=340 418 451 273 428 249 402 348 179 116 325 280 101
internal_value=0 0.00013469 -0.000121682 9.13613e-05 0.000409118 -0.000116202 0.000282855 -0.000349797 0.000844606 -0.00168519 0.00240807 -0.00117881
internal_weight=0 0.0157612 0.0145957 0.0134055 0.0122505 0.00970108 0.00855505 0.00685467 0.00361835 0.00323632 0.00254942 0.00215131
internal_count=3910 3492 3152 2879 2451 1922 1520 1172 396 776 529 217
is_linear=0
shrinkage=0.0102561


Tree=2436
num_leaves=14
num_cat=0
split_feature=49 42 484 151 52 52 51 151 16 4 0 15 2
split_gain=6.00206e-05 7.32366e-05 9.32736e-05 8.90889e-05 8.56357e-05 0.000104299 0.000171205 0.000103516 0.000101051 0.000125479 0.000224077 0.000196935 3.29822e-05
threshold=-0.14917999999999998 0.10138000000000001 -0.0043499999999999988 0.0033600000000000006 -0.048794999999999991 -0.088354999999999989 -0.095859999999999987 -0.03268999999999999 -0.23935499999999996 -1.0000000180025095e-35 0.059810000000000009 0.084050000000000014 0.098535000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6 12 10 11 -10 -9
right_child=1 -3 3 -5 7 -7 -8 8 9 -11 -12 -13 -14
leaf_value=0.0019927680129297465 -0.0027901773770898615 -0.0026343881179341643 0.003063283708356227 -0.0022431936495921788 -0.0028169981397948695 0.0036115839364409237 -0.0018121220582940079 0.00089294933174146425 0.0045689520398979177 -0.0028104855779085549 -0.0029466710691840097 -0.00072441047085291708 0.0033253128483813001
leaf_weight=0.001231356241922857 0.0010063333510551284 0.0010201222219939727 0.0012005553199773578 0.0012183240489610269 0.001100669169464834 0.001445630559965219 0.0014014644365221637 0.0010005267693896491 0.0013480330585394339 0.0014066894586108854 0.0011533009192587563 0.0011862374059422934 0.0010013679237047277
leaf_count=129 552 445 247 164 217 228 326 126 253 234 51 810 128
internal_value=0 -0.000180677 -7.68237e-06 0.000200307 0.000443435 0.00157104 0.000437359 -0.000113386 0.000305965 -0.000402827 0.000515618 0.00209124 0.00210964
internal_weight=0 0.0154893 0.0144691 0.0134628 0.0122445 0.00404765 0.00260202 0.00819682 0.00709616 0.00509426 0.00368757 0.00253427 0.00200189
internal_count=3910 3781 3336 2784 2620 801 573 1819 1602 1348 1114 1063 254
is_linear=0
shrinkage=0.00947501


Tree=2437
num_leaves=15
num_cat=0
split_feature=160 49 52 133 11 13 16 1 1 15 4 4 2 0
split_gain=5.69422e-05 7.89487e-05 0.000111856 9.4374e-05 0.000114002 0.000129911 0.000132672 0.000104398 0.000152464 0.000100254 9.17645e-05 6.33268e-05 3.40399e-05 2.96084e-05
threshold=-0.217635 -0.14917999999999998 0.14114500000000005 -0.091614999999999988 0.077165000000000025 -0.083354999999999985 -0.094359999999999986 0.11183500000000002 0.094695000000000015 -0.0058549999999999991 0.0014600000000000001 -0.16401499999999997 0.094010000000000024 -0.07717499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 12 8 9 -8 11 -5 -7 -11
right_child=1 2 -4 4 -6 6 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.0024252877884014929 0.0027690664187677047 -0.0033777676660749945 0.0030619641157253541 0.0025143347973416142 -0.0032674385214081065 -0.0013758621524342424 -0.0023795685742386218 -0.0019472345011018099 0.004654540199580161 0.0027408824171214 0.0043722991178412251 -0.0011908699288280102 -0.004051383337885398 0.00021331763045174187
leaf_weight=0.0010115659184710265 0.0011538853248184997 0.0010355327003676784 0.0011453440934925613 0.0010171472243882818 0.0011215647935783812 0.0010128497034862889 0.0011754795352759504 0.001607635663036934 0.0010440105977970113 0.0010006531370088693 0.0011551539928057559 0.0010021848108378896 0.0010703125712081827 0.0010284905914863711
leaf_count=429 114 473 168 30 206 123 421 176 172 438 209 497 171 283
internal_value=0 0.000136061 -7.46848e-05 -0.000345391 -8.87498e-05 0.000232029 -0.000483147 0.000323393 0.00118257 5.14674e-05 0.00202069 0.000675459 -0.00275052 0.00145976
internal_weight=0 0.0155702 0.0144164 0.013271 0.0122355 0.0111139 0.00793943 0.00585627 0.00424863 0.00320462 0.00317449 0.00201933 0.00208316 0.00202914
internal_count=3910 3481 3367 3199 2726 2520 1784 1490 1314 1142 736 527 294 721
is_linear=0
shrinkage=0.0104612


Tree=2438
num_leaves=13
num_cat=0
split_feature=124 133 50 42 16 0 4 12 52 4 1 16
split_gain=5.75077e-05 0.000101451 0.000106119 0.000112607 0.000158705 0.000101569 0.000134353 0.000111582 0.000141717 6.84676e-05 0.000114401 4.26668e-05
threshold=1.0000000180025095e-35 0.099765000000000006 0.086465000000000014 0.098285000000000011 0.3935300000000001 -0.061994999999999995 -0.34687499999999999 0.086935000000000012 1.0000000180025095e-35 -0.0040999999999999986 0.09112000000000002 -0.092969999999999983
decision_type=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
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13
leaf_value=-0.0022846492970438059 0.0021407650008089299 -0.0028946763540294374 -0.002175677874483326 0.0031713144023783522 -0.0034964589885456737 -0.00015960782825836956 0.0044686092065373455 -0.0021644380452418297 0.0028081707940277459 0.0028013416526871887 -0.002198542829294626 0.00039232761835639271
leaf_weight=0.0012175169705041619 0.0010394636324201302 0.0011300780905037925 0.0016892122937185753 0.0011562502050883527 0.0010209979957858531 0.0011049967895108148 0.0011482037824820804 0.0017891935532921999 0.0017520308074926091 0.0011279813662151013 0.0011272656121027011 0.0011556253916055986
leaf_count=329 100 592 558 206 294 115 176 816 375 131 142 76
internal_value=0 -0.000161759 5.43756e-05 0.000353345 6.86255e-05 0.000417854 0.00219888 -7.33563e-05 0.000513024 -0.000355782 0.000332731 -0.000887015
internal_weight=0 0.0154194 0.0142893 0.0126001 0.0114438 0.0104228 0.0022532 0.00816961 0.00638042 0.00462839 0.00341087 0.00228289
internal_count=3910 3810 3218 2660 2454 2160 291 1869 1053 678 349 218
is_linear=0
shrinkage=0.00947501


Tree=2439
num_leaves=13
num_cat=0
split_feature=148 457 52 15 43 52 4 4 52 12 2 3
split_gain=5.70527e-05 0.000112162 9.70674e-05 0.000131896 9.39757e-05 0.000111077 0.000114051 0.000101398 0.000100134 0.000118989 8.7021e-05 4.55968e-05
threshold=-0.057864999999999993 0.097740000000000007 0.28122000000000008 -0.26361999999999991 -0.044024999999999988 -0.087094999999999992 -1.0000000180025095e-35 -0.078484999999999985 -0.088779999999999984 0.085845000000000019 0.091525000000000009 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 7 11 -5 -10 -8 -7
right_child=1 -3 -4 4 5 6 10 -9 9 -11 -12 -13
leaf_value=0.001899699053172122 0.003160077295067096 -0.0030196961325544103 -0.0025406509544813717 0.0026466343641075299 -0.0031040415327418373 -0.0015819297471934711 -0.0032549853604618784 0.0029936888139604901 0.0017948144904109693 -0.0016801223724475386 9.2772558133217986e-05 0.0010212304903631027
leaf_weight=0.0011545010100178247 0.001139646114414695 0.0010193808667899882 0.0010687308334856359 0.0017463871139998428 0.0012400659196738478 0.0010464359629243059 0.0012623174275733207 0.0011991703721192931 0.0015048357155093869 0.0016434345841415221 0.0012145115588795344 0.0011005350615347353
leaf_count=211 283 93 359 408 337 553 165 350 350 551 194 56
internal_value=0 -0.000159182 4.66582e-05 0.00025778 -1.88276e-05 -0.000677741 -0.000161034 0.000914024 0.000931991 -1.91439e-05 -0.00161341 -0.000247553
internal_weight=0 0.0151855 0.0141661 0.0130973 0.0119577 0.00706304 0.00582297 0.00334614 0.00489466 0.00314827 0.00247683 0.00214697
internal_count=3910 3699 3606 3247 2964 1655 1318 959 1309 901 359 609
is_linear=0
shrinkage=0.00892851


Tree=2440
num_leaves=17
num_cat=0
split_feature=14 52 157 43 13 376 42 160 160 2 49 1 2 4 13 2
split_gain=0.000427622 0.000146006 0.000212568 0.000145836 0.000172345 0.000168172 0.000154146 0.000213893 0.000223576 0.000229208 0.000300695 0.000218741 0.00019996 0.000197654 0.000141723 0.000141573
threshold=0.077685000000000018 -0.24456499999999998 -0.062769999999999979 -0.15109999999999998 0.17936000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.10836000000000003 -0.047309999999999998 0.10678000000000001 0.091525000000000009 -0.077679999999999985 -0.057284999999999996 0.11290500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 -4 6 -5 15 9 10 -9 -11 13 -12 -1 -8
right_child=-2 2 3 5 -6 -7 7 8 -10 11 12 -13 -14 -15 -16 -17
leaf_value=5.6991406370427512e-05 -0.00094825504374316323 0.00052845572272705523 0.00069204635059531491 -0.00062305680242996815 -2.1982384267229501e-05 0.00046135331341944525 -0.00081348880809514398 0.00089767307731503196 -0.00041786169311584635 -0.00074663346613208174 0.00039479179462446196 0.00011163296035352445 0.00060327521989191112 -0.00040371132662758897 -0.00069885943323816596 -5.5480899706105093e-05
leaf_weight=0.0010530367493623155 0.0010378435751177409 0.0019899032911610262 0.0014179943940693064 0.0011090782697319021 0.0015763334307352175 0.0013308920729920804 0.0011903326819723984 0.0014701337995253845 0.0018952772990178677 0.0010251263116914378 0.0011054272118470321 0.0018199269784312279 0.0012908353730995137 0.0017979778464983784 0.001141751774612349 0.0010022411876128012
leaf_count=207 126 418 123 705 147 169 529 95 200 72 251 171 134 251 226 86
internal_value=0 2.76456e-05 6.75321e-05 1.66661e-05 0.000316153 -4.297e-05 -9.194e-05 -4.51798e-05 4.37095e-05 0.000146514 0.000319361 -0.000197617 0.000116655 -9.96934e-05 -0.00033621 -0.000466998
internal_weight=0 0.0222163 0.0200215 0.0180316 0.00299433 0.0150372 0.0137064 0.0125973 0.0104047 0.00850943 0.00566437 0.00284505 0.00419424 0.00290341 0.00219479 0.00219257
internal_count=3910 3784 3351 2933 270 2663 2494 1789 1174 974 731 243 636 502 433 615
is_linear=0
shrinkage=0.00148603


Tree=2441
num_leaves=19
num_cat=0
split_feature=14 124 12 50 15 158 48 3 47 3 52 150 15 0 1 43 16 13
split_gain=0.0004142 0.000218192 0.000260501 0.000172336 0.000206602 0.000274086 0.00019039 0.000205183 0.000251942 0.000482767 0.00024953 0.000399211 0.000241622 0.000212553 0.000209076 0.00013346 3.4543e-05 6.22679e-06
threshold=0.077685000000000018 0.11158000000000001 0.11655500000000001 0.11812000000000002 -0.26361999999999991 0.084965000000000027 0.11930500000000001 -0.100615 0.081320000000000017 0.10666500000000002 0.086950000000000013 0.087235000000000021 -0.10192499999999999 -0.10071499999999999 0.076710000000000014 -0.083899999999999988 -0.088144999999999987 0.15641500000000003
decision_type=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 14 9 10 11 13 -10 -9 17 -15 -17 -6
right_child=-2 -3 -4 -5 5 -7 -8 8 12 -11 -12 -13 -14 15 -16 16 -18 -19
leaf_value=0.00066122508246788678 -0.001018752544779076 0.00072165130367004529 -0.00080988317053262032 -0.00062115019754666891 0.00020693364877384323 -0.00079923117275344042 -0.00055689663110154405 0.0007443787686417572 -0.00095563868291844171 0.00095731861047744569 -0.00075792744761861072 -0.00077602294961057726 -8.517011739660193e-06 0.00043640451952164217 0.00091830711067107077 -3.0661852533722118e-06 -0.00042908311928571393 2.4332689156762635e-05
leaf_weight=0.0014604785288252478 0.0010613683856285075 0.0011644266693158272 0.0010367773172266287 0.0010291843501794495 0.0010078280618332986 0.0010370336725209857 0.0012118361517396417 0.0018101352083663633 0.001227319051143639 0.0016433661660270049 0.0010704967785734052 0.0011556944104127859 0.0017718254824026216 0.001426459253612203 0.0015459818052025384 0.0010194850015136933 0.0010299520564922603 0.0010030088763403888
leaf_count=249 126 40 173 209 63 291 89 133 151 137 602 184 145 255 197 193 597 76
internal_value=0 2.993e-05 -7.55616e-06 3.31202e-05 6.77923e-05 1.95365e-05 6.9709e-05 0.000118039 1.66137e-05 0.000151809 -2.44037e-05 9.74945e-05 -0.000396101 0.000288473 0.000464641 5.10522e-05 -0.000217163 0.000115852
internal_weight=0 0.0226513 0.0214869 0.0204501 0.0194209 0.0179604 0.0169234 0.0157116 0.0121547 0.00915559 0.00751222 0.00644173 0.00299914 0.00528603 0.00355682 0.0034759 0.00204944 0.00201084
internal_count=3910 3784 3744 3571 3362 3113 2822 2733 2397 2101 1964 1362 296 1178 336 1045 790 139
is_linear=0
shrinkage=0.0016407


Tree=2442
num_leaves=13
num_cat=0
split_feature=150 3 151 159 4 124 3 43 12 4 4 13
split_gain=5.37739e-05 9.81208e-05 9.55429e-05 8.4365e-05 0.000132961 0.00011609 0.000139925 0.00019007 0.000186596 7.9959e-05 7.80141e-05 6.62005e-05
threshold=0.083205000000000015 0.096385000000000012 -0.03268999999999999 -0.034019999999999988 0.40359500000000004 -0.018779999999999995 0.13772500000000001 -0.074254999999999988 0.088375000000000023 -0.078484999999999985 0.074650000000000008 -0.003375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 10 9 -9 11 -7
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.0027595657401665247 -0.00018654497840042038 0.0033768440275459975 -0.0024008844020401783 -0.003117496741913064 0.0035126885482720236 0.0019990191061266876 0.0034788550956793194 -0.0020891359521493401 -0.0049860011774742197 0.0010591537144795066 0.0037364598846978884 -0.0012237500875256155
leaf_weight=0.0013118640722140926 0.0019527859106667376 0.0011449384818396635 0.0012396425143815391 0.0010564670945453327 0.0010593922520365567 0.0013179424140323977 0.0011107160235227509 0.0013642143542080577 0.0011051129164322366 0.001683117696619804 0.0010169514933058288 0.0010858186082778557
leaf_count=322 401 103 473 110 264 383 58 468 790 200 66 272
internal_value=0 0.00113051 -0.000282853 -1.2979e-05 0.000261116 -9.25364e-05 0.000275476 -0.000194347 -0.00158399 -0.000350257 0.00149256 0.000543241
internal_weight=0 0.00309772 0.0133512 0.0120394 0.0107997 0.00974034 0.00868387 0.00757316 0.00415244 0.00304733 0.00342071 0.00240376
internal_count=3910 504 3406 3084 2611 2347 2237 2179 1458 668 721 655
is_linear=0
shrinkage=0.00966451


Tree=2443
num_leaves=17
num_cat=0
split_feature=14 147 11 3 376 160 403 159 49 133 42 15 13 49 16 52
split_gain=0.000332092 0.000180282 0.000225953 0.000223232 0.000182093 0.000229927 0.000148393 0.000163129 0.000222251 0.000296482 0.000186362 0.000213504 0.000170758 0.000183579 0.000311444 9.7332e-05
threshold=0.073890000000000011 0.088505000000000014 0.088315000000000018 -0.15002999999999997 0.048375000000000008 -0.11175999999999998 -1.0000000180025095e-35 0.096890000000000018 -0.006494999999999999 -0.090054999999999982 0.084685000000000024 -0.03231499999999999 0.0024700000000000004 1.0000000180025095e-35 -0.078399999999999984 -0.015039999999999998
decision_type=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 10 -10 11 -8 13 14 -11 -16
right_child=-2 -3 -4 4 -6 6 7 -9 9 12 -12 -13 -14 -15 15 -17
leaf_value=0.00063619716135214488 -0.00094123839917331447 0.000714775412411392 -0.00078508710574692669 -0.00081389193208895752 0.00045607696504601194 -0.00063592429071270646 -0.00015496632504492658 -0.0006275966407878103 -0.00063153347111487399 0.0011722091319189218 0.0003109742822463244 -0.0011019070240523901 -0.00020508289607653772 -9.1906808126607503e-06 0.00061255393077386797 2.150566006172034e-05
leaf_weight=0.0015573160902079821 0.0010503578567528779 0.0010037976268534405 0.0010060564276539443 0.001117045009394863 0.0019817872846872057 0.0010476267103891471 0.0019289605281010529 0.0010236900319846561 0.0010452598445740658 0.0017186798008117796 0.0011540095258657235 0.001019152187337692 0.001459838615093338 0.0019441895753411721 0.0014156006112999294 0.0017387387108530935
leaf_count=129 135 164 120 431 186 812 118 235 339 142 149 111 151 359 123 206
internal_value=0 2.18016e-05 -1.10752e-05 2.75663e-05 -2.34071e-05 -8.06062e-05 -2.77457e-05 1.63531e-05 6.5458e-05 0.000208296 -0.000259151 -0.00048232 0.000314354 0.000425586 0.000599049 0.000286756
internal_weight=0 0.0221617 0.021158 0.0201519 0.0185946 0.0166128 0.0154957 0.0144481 0.0134244 0.00932231 0.00410212 0.00294811 0.00827705 0.00681721 0.00487302 0.00315434
internal_count=3910 3775 3611 3491 3362 3176 2745 1933 1698 1320 378 229 981 830 471 329
is_linear=0
shrinkage=0.00167351


Tree=2444
num_leaves=17
num_cat=0
split_feature=14 128 50 3 159 47 1 0 15 0 0 47 1 16 13 13
split_gain=0.000379409 0.000204769 0.000155227 0.000211917 0.000193777 0.000169153 0.000209271 0.000250247 0.00021207 0.000255366 0.00017469 0.000226856 0.000177385 0.000112692 0.000131463 6.91274e-05
threshold=0.077685000000000018 0.086435000000000012 0.10625000000000001 -0.15464999999999998 0.10519500000000001 0.10887000000000001 1.0000000180025095e-35 -0.084074999999999997 -0.07142999999999998 -0.084154999999999994 -0.18901999999999997 0.090280000000000013 0.092010000000000022 -0.083564999999999987 -0.074599999999999986 -0.012839999999999999
decision_type=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 15 12 -12 -8 -9 -15 -10
right_child=-2 -3 -4 4 -6 -7 8 13 9 -11 11 -13 -14 14 -16 -17
leaf_value=0.00070995641825254661 -0.0010865706779895534 -0.00073559679796363249 -0.00050008631009961261 -0.00065452682739197763 -0.00068351989417856425 -0.00040114396020298312 0.00021334328276297236 0.00057615640067451384 0.0012426428421573102 3.3320331911226218e-05 0.00096551038860097122 -0.00018003549567809427 -0.00070744638486170319 0.00024559234128510661 -0.00051361172136530665 0.00068624071864937706
leaf_weight=0.0016705352813999796 0.0010088303548123059 0.0010597728035514333 0.001436211513679563 0.0018048074062609115 0.0010716349835993141 0.0019300322525387719 0.0013296530729576261 0.0012757025600287283 0.0011873324795012574 0.0016199913478381345 0.0011765090258093608 0.0010161529525050117 0.0013099438359871485 0.0018253826093669878 0.0011872296957785872 0.0017309586568715618
leaf_count=187 126 258 379 792 260 130 48 112 99 341 306 59 42 192 474 105
internal_value=0 2.65533e-05 6.39955e-05 0.000104229 4.94298e-05 9.45873e-05 0.00015646 -9.97462e-05 0.000323056 0.000598743 6.41409e-05 0.000434626 -0.000243614 0.000133742 -5.35997e-05 0.000912618
internal_weight=0 0.0226319 0.0215721 0.0201359 0.0184653 0.0173937 0.0154637 0.00609312 0.00937054 0.00453828 0.00483226 0.00219266 0.0026396 0.00428831 0.00301261 0.00291829
internal_count=3910 3784 3526 3147 2960 2700 2570 1570 1000 545 455 365 90 778 666 204
is_linear=0
shrinkage=0.00177594


Tree=2445
num_leaves=18
num_cat=0
split_feature=14 128 124 50 48 15 40 3 52 160 1 12 3 12 1 4 52
split_gain=0.000351405 0.00019422 0.000182358 0.000235187 0.000282388 0.000320252 0.000277525 0.000247351 0.00023613 0.000270761 0.000229998 0.000312467 0.000186674 0.000128174 0.000122514 0.000118921 5.26042e-05
threshold=0.073890000000000011 0.086435000000000012 -0.048219999999999992 0.10625000000000001 0.12738500000000003 -0.24219999999999997 -0.061244999999999994 0.10666500000000002 -0.11271999999999999 0.090735000000000024 0.077800000000000022 0.086935000000000012 -0.10315499999999998 0.084885000000000002 0.10617500000000001 -1.0000000180025095e-35 -0.0025949999999999997
decision_type=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 -8 10 11 13 -12 -10 -9 16 -14
right_child=-2 -3 3 -5 -6 6 7 14 9 -11 12 -13 15 -15 -16 -17 -18
leaf_value=0.00055577413001959999 -0.00094062313076310512 -0.00068312520535469465 0.00092465384250014484 -0.00068588456491172698 -0.00078728501697353085 -0.00071735884123640841 -0.00057604086227467483 0.00022142520915243897 -7.4871179462909155e-05 -0.00066264600075410871 0.00092849128034837552 -0.00066137353666203408 0.00021344696744996609 0.00071663731779647371 0.00095563884327523867 -6.1029024425442112e-05 0.00071862085059765232
leaf_weight=0.0017794807994038408 0.0010761340794085824 0.0010104868473381446 0.001191385093542204 0.0012347911691889318 0.0010131508883731008 0.0011958821733279402 0.0016110795261451106 0.0012506555154154783 0.0012218605703172829 0.0011253412943658106 0.0013665382888768396 0.0016439993229061655 0.0010128030187623038 0.0010026807100620358 0.0011976161820009545 0.0019888639730913926 0.0012272208657275741
leaf_count=295 135 258 181 359 77 83 424 60 268 173 93 773 84 212 94 135 206
internal_value=0 1.95186e-05 5.3227e-05 6.85285e-06 5.42451e-05 0.000104292 4.26073e-05 0.000104649 9.14354e-06 9.81747e-05 0.000188642 -0.000118965 0.000401315 0.00028189 0.000580579 0.000230961 0.000490212
internal_weight=0 0.0220738 0.0210633 0.0192839 0.0180491 0.0170359 0.0158445 0.0146487 0.0122004 0.0105893 0.00946397 0.00386854 0.00559543 0.00222454 0.00244827 0.00422889 0.00224002
internal_count=3910 3775 3517 3222 2863 2786 2605 2522 2368 1944 1771 1253 518 480 154 425 290
is_linear=0
shrinkage=0.0016407


Tree=2446
num_leaves=13
num_cat=0
split_feature=41 42 43 376 4 3 0 15 16 160 1 0
split_gain=5.34982e-05 6.72967e-05 0.000136274 8.65628e-05 7.78198e-05 0.000131389 0.000125128 0.000122779 8.29162e-05 7.52593e-05 8.16991e-05 0.000219525
threshold=0.078535000000000008 -0.10770999999999999 -0.17307499999999998 1.0000000180025095e-35 -0.23071499999999998 -0.10140999999999999 -0.082994999999999985 -0.0071449999999999994 -0.089864999999999987 -0.077849999999999989 0.094695000000000015 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 9 -9 -7 -11 -12
right_child=-2 2 3 -5 5 6 -8 8 -10 10 11 -13
leaf_value=-0.0024860120675029777 -0.0023648813915384207 0.0032448523206510837 -0.0023950465840229134 0.0028295800954910078 0.0036015229872053641 -0.0033118800304490848 -0.0029929251168979596 -0.00044629882595798671 0.0033073317530289796 -0.0018811957761668433 -0.0024143049229894149 0.0041559200311784899
leaf_weight=0.0010086870459990885 0.0010029195178756214 0.0015460038120151372 0.0016593863904632499 0.0010578956625824443 0.0010244158128357985 0.0010222473727989657 0.0016153455543246415 0.0010050754794067862 0.0017927414510752922 0.0016631769970207109 0.0010179435194099806 0.0012277597505930718
leaf_count=216 195 150 256 193 154 362 1190 203 345 404 83 159
internal_value=0 0.00012749 0.000307658 -3.93481e-05 -0.000291676 4.49428e-05 -0.000344966 0.000208457 0.00195889 -0.000784704 -0.000123799 0.00117774
internal_weight=0 0.0156407 0.014632 0.013086 0.0120281 0.0103687 0.00934429 0.00772894 0.00279782 0.00493113 0.00390888 0.0022457
internal_count=3910 3715 3499 3349 3156 2900 2746 1556 548 1008 646 242
is_linear=0
shrinkage=0.0104612


Tree=2447
num_leaves=12
num_cat=0
split_feature=132 13 39 457 0 49 51 52 15 16 457
split_gain=5.04494e-05 9.82461e-05 0.000120458 0.000209957 0.000130489 0.000138448 7.49376e-05 0.000164426 6.88963e-05 7.97238e-05 5.65719e-05
threshold=0.080815000000000012 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.053834999999999994 -0.010424999999999999 -0.056469999999999992 0.071660000000000015 -0.089024999999999979 -0.033174999999999989 0.11469000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -7 -8 -1 -10 -5
right_child=-2 2 -4 10 -6 6 7 -9 9 -11 -12
leaf_value=-0.00076115869059682892 0.0018763669793162726 -0.0047136727688273719 0.0017778909018023154 0.0036947779498654153 -0.0046129142353363659 0.0020459285940197546 -0.0033001103843134324 0.001138769608258349 0.0045744586881260544 0.00064766554028623368 0.0001116532008739479
leaf_weight=0.0011847526962337311 0.0014555401506003455 0.001068967262656372 0.0018906929277351979 0.0010023030549190515 0.001670903356641649 0.0010537846081200104 0.0019793733343573617 0.0018272449826605523 0.0010565989435517009 0.0013292457050072927 0.0010044716745032656
leaf_count=180 395 201 367 130 342 275 849 865 160 79 67
internal_value=0 -0.000203904 -0.000684046 -0.00116856 -0.00197912 -0.00123692 -0.000472259 -0.00116937 0.00134221 0.00238669 0.00190128
internal_weight=0 0.0150683 0.0114977 0.00960705 0.00760027 0.00592937 0.0048604 0.00380662 0.0035706 0.00238584 0.00200677
internal_count=3910 3515 3096 2729 2532 2190 1989 1714 419 239 197
is_linear=0
shrinkage=0.0106704


Tree=2448
num_leaves=18
num_cat=0
split_feature=14 147 11 3 376 52 15 159 0 0 0 1 13 16 15 3 3
split_gain=0.000496011 0.000209714 0.000246663 0.000272321 0.000196471 0.000236871 0.00053386 0.000158102 0.000275293 0.000219338 0.000230923 0.000177896 0.000176174 0.000148684 0.000141509 0.000127265 0.000222298
threshold=0.077685000000000018 0.088565000000000019 0.088315000000000018 -0.15002999999999997 0.048375000000000008 0.10218500000000001 -0.074174999999999977 0.09141500000000001 -0.07773999999999999 -0.10071499999999999 -0.084304999999999977 1.0000000180025095e-35 -0.016579999999999998 -0.057604999999999996 -0.095799999999999982 -0.088024999999999978 -0.032959999999999996
decision_type=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 -5 -13 14 -14 -10 -17
right_child=-2 -3 -4 4 -6 6 -8 -9 15 10 -12 12 13 -15 -16 16 -18
leaf_value=0.00067929999678887146 -0.0011710138060308582 0.00077334413622985262 -0.00081915946775226723 -0.00058347563322753938 0.00047191761923278097 0.00020150799130411466 -0.0014011077039203512 -0.00054923563959273427 0.00090362077448625838 -0.0010773539974472258 -7.8524211314734708e-05 0.00076392304766901295 -0.00054138803295646727 0.00051265329652263475 0.00016515462466089857 -0.00021043116862630746 0.00076190957167215987
leaf_weight=0.0016611048952413455 0.0010150895453803202 0.0010019838511676751 0.0010054859597623525 0.0010242767649831213 0.0019710486750669663 0.0011910970368475132 0.0011386359641238552 0.0013610240556011762 0.0011212646759343609 0.0011481053224379808 0.0014889344776993479 0.0011344043973442464 0.0014990192031413326 0.0012560405323551738 0.001687750052707937 0.001449603426006453 0.0012066219100422522
leaf_count=137 126 161 120 115 186 216 437 295 97 745 528 90 58 53 43 363 140
internal_value=0 2.50889e-05 -1.00369e-05 2.99633e-05 -2.77852e-05 -8.67396e-05 -0.000581756 -6.52457e-06 5.02242e-05 -0.000105404 -0.000513391 5.75717e-05 0.000175303 2.50071e-05 -0.000167195 0.00043084 0.000231266
internal_weight=0 0.0223464 0.0213444 0.0203389 0.0186778 0.0167068 0.00232973 0.014377 0.013016 0.00923853 0.00263704 0.00660149 0.00557721 0.00444281 0.00318677 0.00377749 0.00265623
internal_count=3910 3784 3623 3503 3366 3180 653 2527 2232 1632 1273 359 244 154 101 600 503
is_linear=0
shrinkage=0.00167351


Tree=2449
num_leaves=13
num_cat=0
split_feature=484 15 12 124 42 2 43 16 4 4 4 4
split_gain=5.5185e-05 6.48569e-05 0.000192692 9.29136e-05 0.000125724 0.000114479 8.88822e-05 0.000140391 9.08045e-05 0.000106315 0.000152352 4.65863e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 0.086650000000000019 0.0047600000000000012 0.081265000000000018 0.41452500000000009 0.05309500000000001 -1.0000000180025095e-35 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 9 10 -5 -4
right_child=1 2 11 4 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0021399842346743764 -0.0019254381247837281 -0.0034267973732310429 0.0023747510649709098 0.0036355710093214501 -0.0032013259116785396 0.00095657419461053945 0.0042311721615338601 -0.0018542892003563854 -0.00075297066812022239 0.0052064595065051253 -0.0012213673846398999 -0.00045638930540745196
leaf_weight=0.001155004744648541 0.0013626903038314051 0.0017860891464433456 0.0011713528981651816 0.0014951075437231085 0.0012518364511518824 0.0014391158957423305 0.0010788585941856194 0.0012836425020763473 0.0010330777655437919 0.0011217835804812719 0.0011592188093188798 0.0011791497433073367
leaf_count=612 280 421 518 247 243 429 159 228 109 137 113 414
internal_value=0 0.000138995 -0.000937256 0.0005356 0.000875633 -0.000977689 0.00157103 0.0011 0.00188855 0.00261122 0.00151441 0.000954485
internal_weight=0 0.0153619 0.00413659 0.0112253 0.00986264 0.00269095 0.00717169 0.00609283 0.00480919 0.00377611 0.00265433 0.0023505
internal_count=3910 3298 1353 1945 1665 672 993 834 606 497 360 932
is_linear=0
shrinkage=0.010055


Tree=2450
num_leaves=12
num_cat=0
split_feature=150 2 1 4 3 12 42 42 52 52 2
split_gain=5.36215e-05 9.14375e-05 7.76492e-05 0.000175773 0.000107399 0.000139151 9.52011e-05 8.25493e-05 0.000100225 0.0001027 4.87516e-05
threshold=0.084800000000000014 0.11125500000000001 0.10752500000000002 -1.0000000180025095e-35 0.11265500000000002 0.092365000000000017 0.088915000000000008 -1.0000000180025095e-35 -0.082554999999999976 0.084240000000000023 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 7 -1 -9 -10 -5
right_child=1 -3 4 10 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0015995481748863872 -0.00016211540223183305 0.0033051583878601935 0.0042091714936413468 -0.0042549550685858613 -0.0009574604205736802 -9.7606928300857421e-05 -0.0025894791234954504 -0.001268959011723041 0.0036920863044311663 0.0001601022034692222 -0.001613222481068301
leaf_weight=0.0012165168317171734 0.0018020799652952993 0.0010993886426600603 0.0012822049106003116 0.0012345324819476094 0.001981572229453419 0.0014187036171470213 0.0010254297359833789 0.0010735418261485353 0.0016462738187299829 0.0013412092171579057 0.0012747059148867637
leaf_count=730 327 131 231 268 188 183 625 363 283 207 374
internal_value=0 0.00115166 -0.000268148 -0.000792064 0.000717839 0.00194695 5.22656e-05 0.000565558 0.00121414 0.00210643 -0.00291294
internal_weight=0 0.00290147 0.0134947 0.00881221 0.00468248 0.00270091 0.00630297 0.00527754 0.00406102 0.00298748 0.00250924
internal_count=3910 458 3452 2850 602 414 2208 1583 853 490 642
is_linear=0
shrinkage=0.00947501


Tree=2451
num_leaves=18
num_cat=0
split_feature=14 124 12 376 12 13 43 48 0 4 151 52 3 12 2 12 0
split_gain=0.000342789 0.000192274 0.000385941 0.000181187 0.000201001 0.00030014 0.000301343 0.000217672 0.000261672 0.00026465 0.000203975 0.000179592 0.000147084 0.000188543 0.000275165 0.000135967 8.53779e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.048375000000000008 -0.051479999999999991 -0.23438999999999996 -0.17307499999999998 0.12649500000000002 -0.15291499999999997 0.0057500000000000008 -0.0088999999999999982 0.086950000000000013 -0.074234999999999982 0.097345000000000015 0.08400500000000001 0.086935000000000012 -0.10131499999999999
decision_type=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 -11 12 13 14 -10 -16 -14
right_child=-2 -3 -4 -5 5 6 7 -9 11 10 -12 -13 16 -15 15 -17 -18
leaf_value=-0.00057875497106891756 -0.00095645988214563475 0.00070537271148650047 -0.00098812824569747214 0.00072007033907652669 0.00080199170456731351 0.00068734118024711937 -0.00021112666868426455 -0.0008071726405340365 -0.00074877509306723862 0.00020940572850539118 0.0012347214636430459 -0.00070177787973129129 -0.00013912182989382448 0.00067846928344768829 0.00048405535089193747 -0.00028056879145169517 -0.00079132431442238606
leaf_weight=0.0015026796584894806 0.0010354536942463596 0.0011171463300574868 0.0010655005997104094 0.0010573135362528891 0.0013996259841300264 0.0015664181721556552 0.0013945121114500277 0.0010840186500571938 0.0012234299181353896 0.0010849223820326159 0.00108868351864011 0.0015215808858507303 0.0012829184106459834 0.0011625262190446406 0.0017694258357406675 0.0010307304649599114 0.0010005288355177961
leaf_count=277 135 40 173 185 107 137 63 78 488 48 60 796 58 165 471 423 206
internal_value=0 2.95008e-05 -7.81347e-06 4.6676e-05 7.36567e-06 6.03932e-05 -7.85013e-06 -8.76668e-05 -2.55645e-05 0.000357889 0.000722951 -0.000177737 -7.09883e-05 8.48369e-05 -8.668e-05 0.000202599 -0.000424895
internal_weight=0 0.021352 0.0202348 0.0191693 0.018112 0.0166093 0.0152097 0.0136433 0.0125593 0.00356812 0.00217361 0.00899114 0.00746956 0.00518611 0.00402359 0.00280016 0.00228345
internal_count=3910 3775 3735 3562 3377 3100 2993 2856 2778 171 108 2607 1811 1547 1382 894 264
is_linear=0
shrinkage=0.00167351


Tree=2452
num_leaves=19
num_cat=0
split_feature=1213 14 1456 11 3 124 13 0 1 133 151 49 2 12 0 0 1 4
split_gain=0.000545889 0.000523128 0.00030531 0.000379676 0.0003986 0.000242441 0.0001965 0.00043336 0.000334021 0.000251865 0.000214173 0.000281709 0.000156145 0.000154267 0.000131519 0.000233805 0.000240969 0.000131398
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.12008499999999998 -0.061329999999999989 -0.083514999999999992 -0.053834999999999994 0.08844500000000001 0.083815000000000014 -0.044604999999999992 -0.069934999999999983 0.106035 -0.09168999999999998 -0.19631499999999999 -0.07773999999999999 0.095575000000000007 -0.08150499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 12 13 8 10 9 -7 -8 -12 -4 -6 -13 16 -16 -11
right_child=1 -3 3 -5 5 6 7 -9 -10 17 11 14 -14 -15 15 -17 -18 -19
leaf_value=-0.0011760025720318722 -0.00080982210235373299 -0.0011370318754094547 0.00034478879175226239 -0.00081844859574137306 0.00016841071506603034 -0.00061071894276324269 -0.00050501771293830753 -0.00085035629416469773 0.00089021504211326565 0.00078995590437213952 -0.00052418313192872262 0.00071632059283730702 0.0011268470739161968 0.0010989822485450128 -0.00058854880431951793 0.00064047164501846636 0.00033149320971543244 -7.7617665727997711e-05
leaf_weight=0.0011552422597211473 0.001086176890889772 0.0010836780596674969 0.0014442745785109524 0.0012021271861177843 0.0010523942115464088 0.00131013107202639 0.0017813970514230512 0.001929961404781644 0.0017687280279690409 0.0010004181866598572 0.0014954305288210285 0.0016331117922927492 0.0015339711672230916 0.0010242923759853058 0.0015997076113412724 0.0018902754072912054 0.0017227539802028985 0.0010348239033137994
leaf_count=592 312 112 121 123 108 160 179 237 222 19 70 48 80 176 650 366 73 262
internal_value=0 2.35826e-05 7.48977e-05 0.000115923 0.000166469 7.65305e-05 9.89095e-06 -0.000109071 0.000290255 -2.69495e-05 3.22601e-05 0.000147003 0.000747595 0.0006274 0.000293619 0.00016119 -0.000111491 0.000348836
internal_weight=0 0.0255937 0.02451 0.0234238 0.0222217 0.0192434 0.0171667 0.0120526 0.0051141 0.00334537 0.0101227 0.00834128 0.00297825 0.00207669 0.00684585 0.00521274 0.00332246 0.00203524
internal_count=3910 3318 3206 2894 2771 2570 2286 1623 663 441 1386 1207 201 284 1137 1089 723 281
is_linear=0
shrinkage=0.00170698


Tree=2453
num_leaves=12
num_cat=0
split_feature=0 2 1 42 50 159 3 2 15 3 151
split_gain=5.45432e-05 0.000141685 0.000130347 0.000125505 7.80341e-05 0.000149755 9.35222e-05 0.000135056 0.000192254 0.000153252 0.000150649
threshold=0.047345000000000005 0.106285 1.0000000180025095e-35 0.083725000000000008 0.10119500000000002 -0.026594999999999997 0.12046500000000002 0.088820000000000024 -0.017214999999999998 -0.073984999999999981 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 8 9 -7 -9
right_child=1 -3 4 -5 -6 6 -8 10 -10 -11 -12
leaf_value=-0.003716822741380806 -0.00069120634515840347 0.0038340313888305133 0.0038615284559593284 9.1090237142736068e-05 -0.0022294206595152503 0.00034173066285349762 -0.0020195893205186247 -0.00015809012455702501 0.0016993853867544753 -0.0045141232716090244 0.0041287096723507848
leaf_weight=0.0016801544992327442 0.001440103739018264 0.0010922834189749792 0.0010616611075227054 0.0014456176255403328 0.0010394116521848665 0.0010564307434023524 0.001548152951391657 0.0013941483064931204 0.0019167639905893121 0.0013033649951835861 0.0015589102490738173
leaf_count=882 185 115 137 1017 257 188 197 150 359 176 247
internal_value=0 0.00126064 -0.000250401 -0.00195573 0.000239583 0.000500402 9.38779e-05 0.000546457 -0.000529682 -0.00234026 0.0021049
internal_weight=0 0.00253239 0.0140046 0.00312577 0.0108788 0.00983943 0.00877777 0.00722962 0.00427656 0.0023598 0.00295306
internal_count=3910 300 3610 1899 1711 1454 1317 1120 723 364 397
is_linear=0
shrinkage=0.00947501


Tree=2454
num_leaves=19
num_cat=0
split_feature=14 147 52 43 376 15 1 52 159 15 133 0 0 49 2 0 2 16
split_gain=0.00048452 0.000164068 0.00026617 0.000263857 0.000262972 0.000194684 0.000186008 0.000228559 0.00017156 0.000284734 0.000198893 0.000257083 0.000178623 0.000307694 0.000236786 0.000126152 9.981e-05 8.43072e-05
threshold=0.077685000000000018 0.088410000000000016 0.28122000000000008 0.19761500000000001 0.048375000000000008 -0.26361999999999991 0.13429500000000003 0.11262000000000001 0.09141500000000001 -0.11739999999999999 0.093845000000000026 -0.070894999999999986 -0.099024999999999988 -0.0092149999999999992 0.08400500000000001 -0.053834999999999994 0.093070000000000014 -0.057604999999999996
decision_type=2 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 13 16 -14 -13 -11 -15
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 15 14 17 -16 -17 -18 -19
leaf_value=0.00057986964840664522 -0.0011172590207571161 0.00067086877803690164 -0.00069911903174826439 -0.0007521522443188584 0.00075340193820921193 -0.00071193086826416895 0.00065933243806593368 -0.00079568289337498762 -0.00064095670070688892 0.00012741906066772972 -0.00057965126274410798 0.0010550208172123367 -0.00093675905946660396 0.00032331051325138361 6.7074784381617264e-05 0.00033987029946251065 -0.00050879563332756968 0.00092590021649969741
leaf_weight=0.0015831105399557897 0.0010469123189298926 0.0010097671390322449 0.0013941888405837105 0.0010665296106351597 0.0014687977049782424 0.00122717576715337 0.0010076849635494147 0.0010808339941604664 0.001079498758778657 0.0013822294880512231 0.0010032502499350828 0.0010625399891873444 0.0010143798995664319 0.0012540645965097574 0.0016803904085697739 0.0017701604027702466 0.0012770457818219727 0.0012459500305878031
leaf_count=213 126 167 348 206 183 157 78 182 240 50 416 100 330 65 698 238 60 53
internal_value=0 2.44589e-05 -5.76277e-06 4.20835e-05 8.63471e-05 3.08936e-05 -2.31368e-05 -6.87486e-05 -1.26143e-05 3.98968e-05 0.000118821 0.000184392 3.15667e-05 0.000210386 -0.000310794 0.000608122 -0.000178106 0.000623627
internal_weight=0 0.0226076 0.0215978 0.0202036 0.0191371 0.0176683 0.0160852 0.0150775 0.0139967 0.0129172 0.01169 0.0106868 0.00785406 0.00515929 0.00269477 0.0028327 0.00265928 0.00250001
internal_count=3910 3784 3617 3269 3063 2880 2667 2589 2407 2167 2010 1594 1256 228 1028 338 110 118
is_linear=0
shrinkage=0.0016407


Tree=2455
num_leaves=19
num_cat=0
split_feature=14 147 52 403 403 2 157 1 0 13 52 15 2 2 16 0 52 3
split_gain=0.000409837 0.000166743 0.000262969 0.000203646 0.000179095 0.000158173 0.00021167 0.000164178 0.000172113 0.000163687 0.000308334 0.000152749 0.000141622 0.000171338 0.000146652 0.000120141 8.84572e-05 8.39897e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 0.088015000000000024 0.010605000000000002 0.086875000000000022 -1.0000000180025095e-35 0.12958500000000003 -0.10131499999999999 -0.49820499999999995 0.091210000000000013 -0.10192499999999999 0.11203000000000002 0.099015000000000006 -0.091214999999999977 -0.067059999999999995 0.11588000000000002 -0.0066499999999999988
decision_type=2 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 11 -8 12 -1 13 14 -11 -10 -12 -14
right_child=-2 -3 -4 -5 -6 6 9 -9 15 10 16 -13 17 -15 -16 -17 -18 -19
leaf_value=-0.0004873766423802643 -0.0010732590576311191 0.00058751945043918866 -0.00077913856879570549 -0.00067028856096492415 0.0007878471203112095 -0.00051480197171433005 -0.00033512601684176473 0.00040490314533366033 -0.001081776786408003 0.00045714737802194386 0.0012121388283083164 0.0003629902417943063 0.00012008099012673683 0.00081451656397130818 -0.00039316707168858772 -0.00025999435664834475 0.0005272913683270873 -0.00056667249937300253
leaf_weight=0.0011199261828729323 0.001010299253622767 0.001503642465747356 0.0011923446630761813 0.0010805015250515233 0.001018869089584872 0.0011515693404592015 0.0011704304033498614 0.0011256913941485409 0.0010757547954373548 0.0012686171847158118 0.0011742666198967938 0.0013665037021084459 0.0010631727956839088 0.0013962581150596502 0.0011064523907862826 0.0010004305931354384 0.0010329582493497358 0.001013601009810329
leaf_count=50 135 216 345 314 133 391 41 96 842 103 143 42 187 176 272 152 141 131
internal_value=0 3.99553e-05 -2.57849e-06 4.83947e-05 9.38474e-05 4.98346e-05 0.000175234 -0.000178935 -0.00032298 0.000261365 0.000348034 -2.00281e-05 0.000142865 0.000339986 6.1019e-05 -0.000685793 0.000891637 -0.000215099
internal_weight=0 0.020861 0.0193573 0.018165 0.0170845 0.0160656 0.0103773 0.00568831 0.00456262 0.00922576 0.00805533 0.00248643 0.0058481 0.00377133 0.00237507 0.00207619 0.00220722 0.00207677
internal_count=3910 3775 3559 3214 2900 2767 1585 1182 1086 1194 1153 92 869 551 375 994 284 318
is_linear=0
shrinkage=0.00170698


Tree=2456
num_leaves=18
num_cat=0
split_feature=14 124 123 133 50 3 12 47 1 159 12 0 1 49 16 16 4
split_gain=0.0003467 0.000176645 0.000196913 0.000208903 0.00024491 0.000255944 0.000186657 0.000211692 0.000306794 0.000210293 0.000247983 0.00017059 0.000110294 0.000128613 9.48984e-05 0.000160632 8.61442e-05
threshold=0.073890000000000011 0.11158000000000001 1.0000000180025095e-35 0.093845000000000026 0.10625000000000001 -0.15464999999999998 -0.013124999999999998 0.10887000000000001 0.11235500000000002 0.090405000000000013 0.096315000000000026 -0.070894999999999986 1.0000000180025095e-35 -0.07107999999999999 -0.10808 -0.057604999999999996 0.18622000000000002
decision_type=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 12 -8 -14 -15 -16 -10
right_child=-2 -3 -4 -5 -6 6 7 -9 16 -11 -12 -13 13 14 15 -17 -18
leaf_value=0.00075826122302669215 -0.00097847633614428216 0.00067760119771370772 0.00055456944483395123 -0.0006544833912044102 -0.0007969847484351249 -0.00071371807754408998 -0.0002907031955155108 -0.0006683132934845095 0.00032897462042339359 -0.00073705677185185428 -0.00067536629327807592 0.00070485948920132177 -0.00031429117798831247 0.00072632057233471545 -0.00028428913605034342 0.00055190581864339276 0.0010100899585030439
leaf_weight=0.001296571454241279 0.0010088699383549579 0.0011034637677230777 0.0015902935950827561 0.001515172801938274 0.001028277057744084 0.0010046752196036799 0.0018907550494640882 0.0011033349726397588 0.0010023313608438231 0.0010356671410594953 0.0011325251717408539 0.0013454108714827714 0.0011127505666319593 0.0011808327714755151 0.0012288863375600201 0.001350396810579732 0.001080809122479931
leaf_count=170 135 40 305 606 307 167 887 125 113 196 220 122 60 69 128 171 89
internal_value=0 2.58525e-05 -1.02896e-05 -5.93541e-05 -5.65841e-06 4.59563e-05 -1.78763e-05 3.40481e-05 9.67436e-05 -2.19582e-05 5.81802e-05 0.000160629 5.23713e-05 0.00018549 0.000333393 0.000153505 0.000682362
internal_weight=0 0.0210022 0.0198987 0.0183084 0.0167932 0.0157649 0.0144684 0.0134637 0.0123604 0.0102772 0.00924156 0.00810903 0.00676362 0.00487287 0.00376012 0.00257928 0.00208314
internal_count=3910 3775 3735 3430 2824 2517 2347 2180 2055 1853 1657 1437 1315 428 368 299 202
is_linear=0
shrinkage=0.00167351


Tree=2457
num_leaves=21
num_cat=0
split_feature=1213 14 1456 43 42 376 133 3 13 13 47 0 16 160 11 15 160 1 2 43
split_gain=0.000533282 0.000517107 0.000293121 0.000251007 0.000361707 0.000500241 0.000238266 0.000224787 0.00024916 0.000217851 0.000208355 0.000187655 0.000181571 0.000198567 0.000167289 0.000166976 0.000166622 0.000236001 0.00012404 9.66159e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.25671000000000005 -0.10770999999999999 1.0000000180025095e-35 0.093845000000000026 -0.10315499999999998 -0.094679999999999986 -0.42334499999999992 0.09252500000000001 -0.068899999999999989 0.0015250000000000001 0.091575000000000017 0.080455000000000013 -0.094119999999999995 -0.083654999999999993 0.095575000000000007 0.087995000000000004 -0.028814999999999997
decision_type=2 2 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 14 9 -9 11 12 13 16 19 -12 -10 18 -18 -6
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 15 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0012254771312556411 -0.00079380524790397303 -0.0011350853156164181 -0.00065083018923732462 -0.00070009007335484824 0.0011836382881204317 0.0012763385490779345 -0.00056885380247589977 -3.0916133636025362e-05 -0.0003819337579646214 0.00094105216452043065 -0.00096285351283420507 -0.00059237683166365833 0.00068585560262963995 -0.000625984363686678 0.00011500497159586604 -1.0324938671005144e-05 -0.00018526555140176281 0.0010604890629216266 0.00057523688712898704 0.00050039935194920308
leaf_weight=0.0010344795732528103 0.0010711142557690073 0.0010695640693940403 0.0014910681724758018 0.0010365285496555998 0.0012049366924633126 0.0012276038796193945 0.0012487061312519065 0.0011202136875100299 0.0011167393871963681 0.0016789691488669567 0.0010930401453401947 0.0010079550885511695 0.0016837549079624717 0.0010415631262968711 0.0014952766635083492 0.0010526641472949896 0.0016595993225009256 0.0010385933357566612 0.0010023370088004524 0.0012073051390749283
leaf_count=592 312 112 154 187 59 181 487 84 254 164 100 204 159 83 155 88 262 94 103 76
internal_value=0 2.5673e-05 7.85526e-05 0.000120254 0.000160043 0.000220864 0.000151395 0.000203075 9.86846e-05 0.000552077 -1.99672e-05 9.93776e-05 0.00019182 4.98408e-05 0.000563608 -0.000495551 0.000195964 0.000370361 0.000101097 0.000841683
internal_weight=0 0.0245475 0.023478 0.0224069 0.0213703 0.0198793 0.0186517 0.0174029 0.0134954 0.00279918 0.0106962 0.00855054 0.00754259 0.00585883 0.00390752 0.0021457 0.00481727 0.00370053 0.00266194 0.00241224
internal_count=3910 3318 3206 2894 2707 2553 2372 1885 1595 248 1347 1159 955 796 290 188 713 459 365 135
is_linear=0
shrinkage=0.00170698


Tree=2458
num_leaves=13
num_cat=0
split_feature=4 15 15 48 43 15 52 43 0 3 16 1
split_gain=5.28125e-05 6.61629e-05 8.12007e-05 9.30293e-05 0.000113544 0.000121967 0.000178597 0.000130036 0.000139603 0.000188507 7.23334e-05 6.52828e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.10071499999999999 0.093225000000000016 0.14198000000000002 -0.017214999999999998 -0.076599999999999988 -0.17307499999999998 -0.083424999999999985 -0.10628499999999998 -0.088504999999999986 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 10 -10 -9 -2
right_child=11 2 3 -5 -6 7 -8 8 9 -11 -12 -13
leaf_value=-0.0025119169234668714 -0.00041932522429426693 0.0023804540198196101 -0.00073744202027569024 0.0017040242631247554 0.0020335173104911231 0.0020520295155452592 -0.0058069974114688264 -0.001488510003070951 0.00029947117292695422 -0.0051764482331050658 0.0016574995258779438 0.0027863736400726442
leaf_weight=0.0010626863215971111 0.0010567887892661003 0.0011252014090561658 0.0015994200193877577 0.001812622190394019 0.0012724696834145325 0.0015997916750613459 0.0010228381455752366 0.0010948131202220823 0.0010054959540335448 0.0012864797213721149 0.0016373778237115601 0.0012389072745630941
leaf_count=275 109 103 405 228 201 137 395 238 145 898 444 332
internal_value=0 -0.00023588 -5.61373e-05 -0.00027847 -0.000620102 -0.000985294 -0.00271487 -0.000300598 -0.00104972 -0.00277415 0.000396866 0.00131068
internal_weight=0 0.0145192 0.0134565 0.0123313 0.0105187 0.00924622 0.00262226 0.00662396 0.00502417 0.00229198 0.00273219 0.0022957
internal_count=3910 3469 3194 3091 2863 2662 800 1862 1725 1043 682 441
is_linear=0
shrinkage=0.00947501


Tree=2459
num_leaves=18
num_cat=0
split_feature=14 147 52 403 11 403 457 151 159 13 52 2 16 52 1 4 4
split_gain=0.000413484 0.000152795 0.000227372 0.000228713 0.00018874 0.000179111 0.000123653 0.000146708 0.000221901 0.000169316 0.000181392 0.000173625 0.000143914 0.000224241 0.00019578 0.000168467 0.000145172
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 0.088015000000000024 0.08765000000000002 -1.0000000180025095e-35 -0.0034949999999999994 0.056555000000000001 0.096890000000000018 -0.51172499999999987 1.0000000180025095e-35 0.097940000000000013 -0.25582999999999995 -0.048794999999999991 0.095575000000000007 -0.0031049999999999997 0.0082450000000000006
decision_type=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 12 -12 -11 15 -15 -14 -17
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 11 -13 13 14 -16 16 -18
leaf_value=-0.00050852354101184501 -0.00099853689951435662 0.00053703640337715358 -0.00067407051662142243 -0.00068148923417763482 -0.00058089498186165338 -0.00032321641145491303 -0.00027470830395443869 -0.00036519698791036433 -0.00042361501594658353 0.00069064575002662657 0.00035194977205562831 0.0011067355523185632 -2.3991508974407594e-05 -0.00073646172658264203 0.00023414093578113759 0.0011002179401676509 0.00025562968471401167
leaf_weight=0.001055917589482004 0.0010506311285523864 0.0014626595438597635 0.0012207342750952003 0.0010602620144086325 0.001023712416722943 0.0011770970731354588 0.0010759435612364776 0.0010252094254059258 0.0010980969186890769 0.001557161864167475 0.0016273264758877061 0.0015298309001857482 0.0015215917240819577 0.0011220101041242402 0.0010325135535475764 0.0010544193221137402 0.0010518265469263502
leaf_count=867 135 216 345 314 129 242 45 94 262 106 220 113 357 255 62 48 100
internal_value=0 3.58545e-05 -2.25881e-06 4.32698e-05 8.85981e-05 0.000131625 0.000177072 0.00022007 0.000267425 0.000332996 0.000395287 0.000717688 0.000256603 0.000139718 -0.000271319 0.000383828 0.000678444
internal_weight=0 0.0206963 0.0192337 0.0180129 0.0169527 0.0159289 0.014873 0.0136959 0.0126707 0.0115726 0.0104967 0.00315716 0.00733952 0.00578236 0.00215452 0.00362784 0.00210625
internal_count=3910 3775 3559 3214 2900 2771 1904 1662 1568 1306 1261 333 928 822 317 505 148
is_linear=0
shrinkage=0.00160853


Tree=2460
num_leaves=14
num_cat=0
split_feature=41 2 484 457 160 42 156 43 42 15 3 3 1
split_gain=5.59848e-05 7.94667e-05 6.82848e-05 7.27292e-05 9.213e-05 0.000156002 0.000118489 0.000121344 0.000154298 0.000135199 0.000212258 7.63092e-05 7.45129e-05
threshold=0.078535000000000008 -1.0000000180025095e-35 -0.0043499999999999988 -0.0034949999999999994 -0.098319999999999991 -1.0000000180025095e-35 0.083950000000000011 -0.074254999999999988 0.078965000000000021 -1.0000000180025095e-35 0.12046500000000002 -0.080884999999999985 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 12 7 11 9 10 -9 -7 -6
right_child=-2 2 3 4 5 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0028604675408845444 -0.0024236348813258912 -0.0026822410568226505 -0.0025005925974703491 -0.0026339644195489927 -0.0037125009928071109 0.0019954504019336311 -0.0018121630379049427 0.0060574334173683648 -0.0028567145994281948 -0.00038608575125783284 -0.00020468114481012032 0.005610159504921765 6.0340371369175302e-05
leaf_weight=0.0010826921769576904 0.0010029359685571884 0.0010236927591556104 0.0010691106126522231 0.0010444632082153684 0.0011501586931771711 0.0015081627174863277 0.001227184052320183 0.0013485088545765397 0.0010313328599057849 0.0019768753414358721 0.0010563958367306031 0.0011091867974784148 0.0011413496505674262
leaf_count=242 195 585 185 409 713 153 315 80 523 126 101 139 144
internal_value=0 0.000125357 -7.62775e-05 0.000118977 0.00034136 0.000610437 0.00121533 0.00167798 0.000783802 0.00164067 0.00330669 0.0035273 -0.00183333
internal_weight=0 0.0157691 0.0146864 0.0136627 0.0125936 0.0115492 0.00925765 0.00803046 0.00541311 0.00438178 0.0024049 0.00261735 0.00229151
internal_count=3910 3715 3473 2888 2703 2294 1437 1122 830 307 181 292 857
is_linear=0
shrinkage=0.0104612


Tree=2461
num_leaves=19
num_cat=0
split_feature=14 147 11 3 376 52 15 13 2 131 42 2 3 16 51 1 12 2
split_gain=0.000472699 0.000241316 0.00027441 0.000246228 0.000198137 0.00018155 0.000547145 0.000218395 0.000220446 0.00016772 0.00015569 0.000153716 0.000291458 0.000157622 0.000156699 0.000151309 7.49039e-05 3.31163e-05
threshold=0.077685000000000018 0.088565000000000019 0.088315000000000018 -0.15002999999999997 0.048375000000000008 0.10218500000000001 -0.074174999999999977 -0.091849999999999987 0.099990000000000009 0.096950000000000022 0.091955000000000023 0.11230000000000001 0.096385000000000012 -0.057604999999999996 -0.0093849999999999992 0.087720000000000006 0.088325000000000015 0.086875000000000022
decision_type=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 16 10 11 12 13 15 -15 -9 -5 -16
right_child=-2 -3 -4 4 -6 6 -8 9 -10 -11 -12 -13 -14 14 17 -17 -18 -19
leaf_value=0.00062388806748518645 -0.0010623230703136063 0.0007775276834799678 -0.00081616958294806151 -0.00027878460446320905 0.00045937107856130387 0.00027399772256919859 -0.0013015343830224434 -0.00013319497058766696 0.00082097234676639208 0.00049820621108957166 -0.00078794187638487234 -0.00061960878933065315 0.00066484508030407964 -0.00043884711986474163 0.00013395471690395879 -0.00085992473011245365 0.00032436130023225562 0.00054230037696391094
leaf_weight=0.0016615365421691021 0.0010817427465230475 0.0010544695886719945 0.0010410784598455783 0.0011311429710757328 0.0019744426663864173 0.001159354334937801 0.0011224458240505974 0.0017777526037272909 0.0014309652967425118 0.001007263544810952 0.0010137372231493408 0.0013577191710533593 0.0012872104605778922 0.0010089973843096824 0.001043063453924859 0.0012714102955648275 0.0010070251850667483 0.0010128068315022054
leaf_count=137 126 161 120 150 186 216 437 544 129 223 383 136 74 299 212 145 62 170
internal_value=0 2.6397e-05 -1.07743e-05 3.05977e-05 -2.23857e-05 -7.95805e-05 -0.000501026 -1.25621e-05 0.000332315 -0.000126747 -0.000191161 -0.000122091 -3.0824e-05 -0.000177286 8.0321e-05 -0.00043622 5.28244e-06 0.000335123
internal_weight=0 0.0223624 0.021308 0.0202669 0.0186053 0.0166309 0.0022818 0.0143491 0.00356913 0.01078 0.0097727 0.00875896 0.00740124 0.00611403 0.00306487 0.00304916 0.00213817 0.00205587
internal_count=3910 3784 3623 3503 3366 3180 653 2527 341 2186 1963 1580 1444 1370 681 689 212 382
is_linear=0
shrinkage=0.00160853


Tree=2462
num_leaves=18
num_cat=0
split_feature=14 147 52 403 403 123 12 1 131 12 51 2 48 151 15 13 2
split_gain=0.000441018 0.000143063 0.0002405 0.000213455 0.000185057 0.000164452 0.000223749 0.000270172 0.000216165 0.000159608 0.000220798 0.000172722 0.000154828 0.000256546 0.000134944 0.000119647 8.07511e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 0.088015000000000024 0.010605000000000002 1.0000000180025095e-35 -0.023959999999999995 0.13084000000000004 0.081725000000000006 0.10852500000000001 -0.07742499999999998 0.097940000000000013 0.091875000000000012 -0.0074049999999999993 0.05377500000000001 -0.089189999999999978 0.11230000000000001
decision_type=2 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 -8 12 13 -12 -15 -13 -17
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 11 15 -14 14 -16 16 -18
leaf_value=-0.00070134634078972732 -0.0010477783515930169 0.00052893067433637346 -0.00072147846033611483 -0.00065316013512012902 0.00076566388323528014 0.00057439088165175576 -0.0005633445240755692 0.00074990498456042182 -0.00074985167060935532 -0.00051042991498881384 0.00080462501047654747 0.00091915790719511491 -0.00052377275119127871 -0.00043768224869974114 0.00031715795990065309 0.00055279121844893739 -7.2910320917045804e-05
leaf_weight=0.0011457451543693707 0.0010624450212341199 0.0014732154021974168 0.0011727700034368195 0.0011037029701071654 0.0010295007571212425 0.0014472861391123413 0.0011337884738965203 0.0013497570882313173 0.0010125506920040045 0.001238836411532618 0.0011807429090834789 0.0011639174187256796 0.0011220534128221771 0.0015010491584570278 0.0011082132979524859 0.0012321308795693042 0.0010106487948690068
leaf_count=158 135 216 345 314 133 277 357 99 352 138 112 75 97 238 654 122 88
internal_value=0 3.64328e-05 -1.84961e-06 4.56174e-05 9.18654e-05 4.75318e-05 -6.16866e-06 5.48483e-05 -2.53092e-05 4.33102e-05 0.000115883 0.000208456 1.15736e-05 0.000170066 -0.000117084 0.000492339 0.000270836
internal_weight=0 0.0204259 0.0189527 0.0177799 0.0166762 0.0156467 0.0141994 0.0130537 0.0117039 0.0106914 0.00945254 0.00831876 0.00491206 0.00379001 0.00260926 0.0034067 0.00224278
internal_count=3910 3775 3559 3214 2900 2767 2490 2332 2233 1881 1743 1386 1101 1004 892 285 210
is_linear=0
shrinkage=0.0016407


Tree=2463
num_leaves=13
num_cat=0
split_feature=52 52 2 39 160 52 43 13 2 4 4 0
split_gain=5.77364e-05 8.68161e-05 0.000120385 0.00010932 0.000100175 0.0001117 0.000150052 0.000215051 0.000112033 0.000114245 0.000255588 0.000106429
threshold=-0.27466499999999994 -0.081429999999999989 0.091985000000000011 0.085220000000000004 -1.0000000180025095e-35 0.11110500000000002 0.098320000000000005 -0.10241499999999999 0.094010000000000024 0.0057500000000000008 -0.083329999999999987 -0.14733499999999997
decision_type=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 -3
right_child=1 3 -4 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0018886499688841789 5.1733336613779869e-06 -2.9468795150814533e-05 0.0041738304932681511 0.0026330277265601584 0.0038495706137684597 0.0025593179155926444 -0.0040456098037662544 0.002111555519617234 -0.0030319685315844734 0.0024356374517078105 -0.0048756508413203429 -0.0043042335598699128
leaf_weight=0.001529767624180888 0.0016922734229633521 0.0010835176644925643 0.0011949563738847049 0.0012351655759829045 0.0012227216959426104 0.0014185222256541535 0.0010480382508384761 0.0010863686362614384 0.001617915944798258 0.0013671802850385578 0.0010321786448430938 0.0012897494453299177
leaf_count=425 347 96 199 274 123 190 183 338 261 88 529 857
internal_value=0 0.000160154 0.00173048 -0.000205443 -0.000519424 -2.46426e-05 -0.000521687 6.20931e-05 -0.000845304 0.000169646 -0.00129269 -0.00235259
internal_weight=0 0.0152886 0.00288723 0.0124014 0.0111662 0.00879293 0.0073744 0.00632637 0.00510364 0.00348573 0.00211855 0.00237327
internal_count=3910 3485 546 2939 2665 1712 1522 1339 1216 955 867 953
is_linear=0
shrinkage=0.010055


Tree=2464
num_leaves=16
num_cat=0
split_feature=14 147 52 15 11 403 4 2 4 151 12 13 3 48 15
split_gain=0.00038297 0.000167106 0.000230496 0.000189826 0.000194209 0.000217059 0.00014873 0.000233163 0.000257158 0.000163114 0.000245485 0.00027204 0.000194337 0.000120624 4.19797e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 0.079225000000000004 0.088015000000000024 -0.083329999999999987 0.11085000000000002 -0.37626499999999991 -0.080624999999999988 -0.023959999999999995 -0.10023999999999998 -0.075954999999999981 0.084500000000000006 -0.055679999999999993
decision_type=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 -12 -13 14 -14
right_child=-2 -3 -4 4 -6 -7 9 -9 -10 10 11 12 13 -15 -16
leaf_value=0.00060795083969427798 -0.0010329765671681583 0.00057617152179980648 -0.00074445028230712745 -0.00036315099221764156 -0.00073468339532139733 -0.00071931500900746664 0.0004475301193891345 0.0010128713789398721 0.00057178290777440844 -0.00078516098030413791 0.00074377600155687564 -0.00060766814062491114 7.2230496610406733e-05 -0.00028248494323211909 0.00054413938501752341
leaf_weight=0.0015286975606680032 0.0010423362635753044 0.0014996884766131187 0.0011858424828079693 0.0016718759644842041 0.001040321820835465 0.0010587198380816515 0.0016962984567427163 0.0011211436979126077 0.0017592608219034753 0.0014000199492235589 0.0011834355276809328 0.0018660484234174395 0.0010266077935841209 0.001677654066577175 0.0011812774557750207
leaf_count=275 135 216 345 124 152 293 341 49 387 149 88 1010 105 86 155
internal_value=0 2.7197e-05 -1.52468e-05 3.22357e-05 -2.05194e-05 2.69774e-05 8.11556e-05 0.00033705 0.000116221 -3.49708e-05 -0.000133166 -1.54394e-06 -0.0001549 6.25447e-05 0.000324714
internal_weight=0 0.0208969 0.0193972 0.0182114 0.0166827 0.0156423 0.0145836 0.00455228 0.00343114 0.0100313 0.00833504 0.00693502 0.00575159 0.00388554 0.00220789
internal_count=3910 3775 3559 3214 2939 2787 2494 560 511 1934 1593 1444 1356 346 260
is_linear=0
shrinkage=0.00170698


Tree=2465
num_leaves=18
num_cat=0
split_feature=14 11 3 124 158 13 4 12 52 16 2 50 160 52 49 0 4
split_gain=0.000444243 0.000191579 0.000189706 0.000212289 0.000227972 0.000317246 0.00022322 0.000166151 0.000128189 0.000149681 0.000177723 0.000140096 0.000116228 0.000111642 0.000269556 0.000170051 0.000127782
threshold=0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 0.084965000000000027 -0.10023999999999998 -0.23071499999999998 0.09641000000000001 -0.11271999999999999 -0.41862999999999995 0.1178 0.082310000000000008 -0.081519999999999995 -1.0000000180025095e-35 -0.047309999999999998 -0.10575999999999998 -0.078094999999999984
decision_type=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 -8 -10 11 12 -11 14 -14 -15 -17
right_child=-2 -3 3 4 -6 6 8 -9 9 10 -12 -13 13 15 -16 16 -18
leaf_value=0.00062477678544921962 -0.0010677130480347928 -0.0006106929859809846 0.00056870764014874944 0.00079887079097368556 -0.00079941005167062683 -0.00084363115423916903 -0.0004250150046415623 4.2732543334581486e-05 -0.00047010635457603875 0.00059043885737527905 0.00078156093789919542 -0.0004650196848727817 0.00029418520101612202 0.00079562205045563452 -0.00089375706684821751 0.00035600856847816189 -0.00045524144790037136
leaf_weight=0.0016140530821462584 0.0010697583527354412 0.0012122952220288133 0.0018400999887959691 0.001928329735469479 0.0010129457203996639 0.001035235041826039 0.0019746518298330391 0.0014082353758800153 0.0013909419179484834 0.0012671331986425704 0.0010089994445065678 0.0013061621949646274 0.0011294877553948424 0.0010031702848046749 0.0010162947213363093 0.0011220539253916067 0.0010550950530419829
leaf_count=143 135 125 292 193 327 130 381 43 159 285 94 499 71 38 160 495 340
internal_value=0 3.62627e-05 7.34107e-05 2.77703e-05 -2.85972e-05 1.8309e-05 -9.73682e-05 0.000479734 -3.44256e-05 4.04606e-05 0.00012018 3.57007e-05 0.000134897 2.65185e-05 -0.000268453 0.000225538 -3.71413e-05
internal_weight=0 0.0223252 0.0211129 0.0194988 0.0176587 0.0166458 0.0133092 0.00333657 0.012274 0.0102993 0.0089084 0.0078994 0.00659323 0.0053261 0.00214578 0.00318032 0.00217715
internal_count=3910 3775 3650 3507 3215 2888 2652 236 2522 2141 1982 1888 1389 1104 231 873 835
is_linear=0
shrinkage=0.00167351


Tree=2466
num_leaves=14
num_cat=0
split_feature=41 158 159 157 42 43 3 51 1 48 4 2 2
split_gain=5.51078e-05 7.54518e-05 8.93302e-05 6.9246e-05 9.67433e-05 0.000138938 0.000109953 0.000104725 9.32423e-05 7.71207e-05 0.000102293 0.000102521 5.90556e-05
threshold=0.078535000000000008 0.084965000000000027 0.088320000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.092720000000000011 0.090355000000000005 0.092065000000000022 0.0066400000000000009 0.087995000000000004 0.105395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 9 -5 10 11 -7 -12
right_child=-2 -3 -4 4 5 7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.0023449961020923448 -0.0023429637919704003 -0.0025970774994112313 0.0029882537651454264 -0.0038765761665745134 0.00083025696307252345 -0.0026999521889988116 0.0048383170017336115 -0.0027126993698235826 0.00022526525241148756 -0.0019318248339702136 0.0040753122414526671 0.0014725636422425784 0.00078847765266941861
leaf_weight=0.0011448281423747644 0.0010160961219643624 0.0010061050491053042 0.0011997333460208029 0.0010395536288497062 0.0016153299446804675 0.0010979626832391337 0.001298824361710776 0.0012680338131315153 0.0013271002923609526 0.0010896645965753071 0.001310988379536155 0.0014211379487611836 0.0010242183051726028
leaf_count=522 195 396 265 695 297 380 380 131 142 92 98 220 97
internal_value=0 0.000120905 0.000305208 6.91747e-05 0.000290407 0.000726727 0.00261663 -3.69254e-05 -0.00157647 0.0005339 0.00108739 -0.000346048 0.00263371
internal_weight=0 0.0158435 0.0148374 0.0136376 0.0124928 0.0101262 0.00291415 0.00721201 0.00236665 0.00594397 0.00485431 0.0025191 0.00233521
internal_count=3910 3715 3319 3054 2532 1695 677 1018 837 887 795 600 195
is_linear=0
shrinkage=0.0102561


Tree=2467
num_leaves=18
num_cat=0
split_feature=14 124 12 376 50 12 48 2 43 52 13 160 48 2 2 0 4
split_gain=0.00039501 0.000166208 0.0003244 0.000160066 0.00018654 0.000269704 0.000330851 0.000423797 0.000233669 0.00023275 0.000340061 0.000185941 0.000239216 0.000326434 0.000162491 0.000116781 9.64193e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.10625000000000001 -0.051479999999999991 0.11930500000000001 0.11542500000000001 -0.17307499999999998 0.10218500000000001 -0.094679999999999986 -0.081299999999999983 0.083775000000000002 0.085255000000000011 0.092745000000000008 -0.18901999999999997 0.05309500000000001
decision_type=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 10 14 -12 13 16 -10 -14 -13
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 11 12 15 -15 -16 -17 -18
leaf_value=-0.00067788470490347773 -0.0010967246504551189 0.00070683723312292351 -0.00096866885297024934 0.00072503661845178173 -0.00071723174933918351 0.00075598761864943838 -0.00080906856964087302 0.0011163213993316482 0.00027357005683597489 -0.00073366596052468311 0.00056702549150471873 -0.00031049186037606036 -8.8832594034252065e-05 -0.0010444622335062086 0.0011919556811508503 0.00071523913950442093 0.00037955912411589629
leaf_weight=0.001448025534078203 0.0010210261592466787 0.0010984134361553049 0.001039732849169756 0.0010469666575324719 0.0010458151191347796 0.0014945848858371668 0.0011150527579234923 0.0014200345099305367 0.0014095607244487491 0.0011913450934915434 0.0011787669972687671 0.0017438784561060686 0.0012876082146178192 0.0017177588477311004 0.0010680229977082512 0.0010217634319128754 0.0010076773326468114
leaf_count=259 135 40 173 185 356 113 74 236 106 372 259 552 43 728 56 149 74
internal_value=0 3.40233e-05 -2.49606e-06 4.98334e-05 1.08847e-05 5.54048e-05 0.000123227 0.000194718 9.49763e-05 1.00026e-05 9.49056e-05 -8.3985e-05 -0.000197191 -0.000437007 0.000669463 0.000266923 -5.77807e-05
internal_weight=0 0.021335 0.0202366 0.0191969 0.0181499 0.0171041 0.0156561 0.014541 0.013121 0.0116264 0.010435 0.00795745 0.00677869 0.00446931 0.00247758 0.00230937 0.00275156
internal_count=3910 3775 3735 3562 3377 3021 2762 2688 2452 2339 1967 1805 1546 1354 162 192 626
is_linear=0
shrinkage=0.00177594


Tree=2468
num_leaves=13
num_cat=0
split_feature=52 52 14 40 12 47 3 4 12 52 4 3
split_gain=5.5887e-05 9.89648e-05 8.49545e-05 0.000112097 0.000134334 0.000241729 0.000199513 0.000134549 9.74116e-05 0.000103782 0.000144818 4.16751e-05
threshold=-0.24456499999999998 -0.108275 -0.13131999999999996 -0.081844999999999987 -1.0000000180025095e-35 0.10887000000000001 0.096385000000000012 0.22584000000000001 0.093375000000000014 0.0033900000000000002 -0.0031049999999999997 0.12046500000000002
decision_type=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
right_child=1 2 3 4 5 -7 11 -9 -10 -11 -12 -13
leaf_value=-0.0014709896205414769 0.0026928127599598153 -0.0022685435204610597 -0.0025775173556184801 0.0030720763463816976 -0.0031402164882254995 -0.0039919302830489483 0.0041701466645897639 0.0026389731339546492 -0.0031612788449419775 0.0014005593433363312 0.00059971200432403675 0.001713666657589696
leaf_weight=0.0018195934235198307 0.0010904887332862023 0.0012033476094966159 0.0010480529335576234 0.0012925834833037433 0.0015010653074019878 0.0010087158358984835 0.0010062430654071974 0.0011050125285747489 0.0010117217838169256 0.0019503286968250988 0.0016825993114020048 0.0011161962399631464
leaf_count=449 266 134 160 279 590 122 75 150 608 800 182 95
internal_value=0 0.000153376 -4.54794e-05 0.000164787 0.000410972 7.96547e-05 0.000517828 -0.000173125 -0.000678746 -0.00018953 -0.00116363 0.00287828
internal_weight=0 0.0150164 0.0139259 0.0127225 0.0116745 0.0103819 0.00937317 0.00725073 0.00614572 0.00513399 0.00318366 0.00212244
internal_count=3910 3461 3195 3061 2901 2622 2500 2330 2180 1572 772 170
is_linear=0
shrinkage=0.00875344


Tree=2469
num_leaves=18
num_cat=0
split_feature=14 124 12 376 48 12 43 2 52 13 2 457 160 0 12 52 4
split_gain=0.000502826 0.000174171 0.000316051 0.000197911 0.000199627 0.000207441 0.000262875 0.000270685 0.000335381 0.000298355 0.000242952 0.000225476 0.000188724 0.000167744 0.000165699 0.000202987 0.000101481
threshold=0.077685000000000018 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 -0.051479999999999991 -0.17307499999999998 0.11542500000000001 0.10218500000000001 -0.094679999999999986 0.092745000000000008 0.082870000000000013 -0.081299999999999983 -0.053834999999999994 0.093125000000000013 -1.0000000180025095e-35 -0.078094999999999984
decision_type=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 -8 12 -11 14 15 -14 -17
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 11 -12 -13 13 -15 -16 16 -18
leaf_value=-0.00047710147790767032 -0.0010282597414809098 0.00060141361931768272 -0.00076446948212922482 0.00064352850513295845 -0.00055165672206575536 0.00065356519006972726 0.0001063000020271528 0.00059656891062438559 -0.00072139981680594304 0.00032203838314962869 0.0010007866283844647 0.00035229738127410192 -0.00091772283739746468 -0.00085715439988771913 0.00032278538091458332 0.00021762996978115065 -0.00038050294178725485
leaf_weight=0.001529123576404042 0.0010410554017804821 0.0011121978282886543 0.0011361199922992017 0.0011361916029075164 0.0013235135079231177 0.001672035140055826 0.0016611895589374913 0.001662666180605705 0.0014216936697570336 0.0011868779997413325 0.0011244212478507265 0.0019764496775565299 0.0010185423793890687 0.0010780545632192336 0.0010193173074066536 0.0010638322047564173 0.0015233423184971701
leaf_count=270 126 40 173 185 88 138 124 239 504 248 57 154 374 196 324 470 200
internal_value=0 2.79722e-05 -1.64602e-06 4.0843e-05 5.29115e-06 4.63853e-05 9.51697e-05 3.18125e-05 -4.00111e-05 4.31269e-05 0.000467363 -9.01575e-05 -0.00021708 -0.000329276 -0.000206233 -0.000355783 -0.000134554
internal_weight=0 0.0226456 0.0215334 0.0203973 0.0192611 0.0179375 0.0164084 0.0147364 0.0130737 0.011652 0.00278561 0.00886642 0.00688997 0.00570309 0.00462503 0.00360572 0.00258717
internal_count=3910 3784 3744 3571 3386 3298 3028 2890 2651 2147 181 1966 1812 1564 1368 1044 670
is_linear=0
shrinkage=0.00148603


Tree=2470
num_leaves=13
num_cat=0
split_feature=4 1 15 13 16 0 52 0 133 43 0 457
split_gain=5.31657e-05 6.64493e-05 6.46132e-05 6.55061e-05 7.14306e-05 9.28391e-05 0.000196452 0.000168284 0.000156363 0.00010046 7.71801e-05 5.95358e-05
threshold=0.27608500000000008 0.11198000000000001 -0.11739999999999999 -0.45122499999999993 -0.38486499999999996 -0.10575999999999998 -0.0066199999999999991 -0.084304999999999977 -0.036599999999999987 -0.073139999999999983 -0.053834999999999994 0.084620000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 11 -7 -9 10 -10 -6
right_child=1 -3 3 4 5 7 -8 8 9 -11 -12 -13
leaf_value=-0.0027056430069683822 -0.00046559281787379454 0.0030349888972042716 0.0024205476918467447 -0.0028825729659898111 0.00095280904327032427 -0.003880006670550096 0.0042326421488608282 0.0032838925491777593 0.0018043776123957439 -0.0028537343178209051 -0.0012813595495678952 -0.0023918621898156014
leaf_weight=0.0010497612202992326 0.0010563482045518329 0.0012398715468897007 0.0010308721970866417 0.0010111494949718485 0.0012032537042772351 0.0014117597686923965 0.0014549926186106536 0.0012508685166383688 0.0016775224382240134 0.0016385363557166145 0.001733827466336507 0.0010468175589348205
leaf_count=275 109 332 44 130 144 892 101 322 568 784 162 47
internal_value=0 0.00142459 -0.000254957 -6.38195e-05 -0.00026988 -3.84975e-05 0.00129582 -0.000679498 3.76142e-05 -0.000766496 0.000236044 -0.000603257
internal_weight=0 0.00229622 0.0145094 0.0134596 0.0124287 0.0114176 0.00370506 0.00771251 0.00630075 0.00504989 0.00341135 0.00225007
internal_count=3910 441 3469 3194 3150 3020 292 2728 1836 1514 730 191
is_linear=0
shrinkage=0.0102561


Tree=2471
num_leaves=12
num_cat=0
split_feature=150 151 151 4 52 15 3 43 13 42 3
split_gain=5.30543e-05 0.000108476 0.00010244 8.25044e-05 8.78387e-05 0.000120174 0.000148821 0.000121661 8.57319e-05 8.33024e-05 7.8074e-05
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 0.40359500000000004 0.11401500000000002 -0.017214999999999998 -0.089974999999999986 -0.082689999999999986 -0.09547499999999999 0.060615000000000009 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 10 9 -8 -9 -7 -4
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.00324851417626383 0.0034660806603802738 -0.00065693400925777084 0.00046040694118721471 0.0024563407607071644 -0.0028571413335093544 -0.0037379887491435422 0.0053520307461976564 0.0029066187482779705 -0.00081150655661328783 0.00074084702449823785 -0.0031701403067922475
leaf_weight=0.0013336357304715588 0.0014768460452112518 0.0016822830254160431 0.001202417195865676 0.001472347758710549 0.0014800545356636755 0.0010255992017230179 0.0010837438658546955 0.0015087868132086508 0.0015488872418242322 0.0010215567980323692 0.0018580420665031622
leaf_count=322 316 188 494 291 497 365 110 93 824 102 308
internal_value=0 0.00127051 -0.00032724 -7.94043e-06 -0.000346113 5.57088e-05 0.000945598 0.00215597 0.00102318 -0.00150299 -0.00174374
internal_weight=0 0.00315913 0.0135351 0.0122014 0.0107291 0.00924903 0.00618857 0.00414142 0.00305767 0.00204716 0.00306046
internal_count=3910 504 3406 3084 2793 2296 1494 1027 917 467 802
is_linear=0
shrinkage=0.0111015


Tree=2472
num_leaves=13
num_cat=0
split_feature=12 41 3 3 4 3 133 12 15 15 16 0
split_gain=5.79276e-05 6.10338e-05 8.06364e-05 0.000124166 7.20609e-05 6.52093e-05 9.19196e-05 0.000102987 0.000117534 0.000198206 8.62104e-05 0.000147411
threshold=0.11655500000000001 1.0000000180025095e-35 -0.100615 -0.078884999999999997 -0.16401499999999997 -0.074234999999999982 0.08517000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.017214999999999998 -0.055679999999999993 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 7 8 9 10 11 -7
right_child=-2 -3 3 5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.00022078248803961679 -0.0027863306536355828 -0.00251796813721876 -0.0028089456391910878 0.0033675997380650038 0.004432064597988652 -0.0013329062623366513 0.0035754347276779623 -0.0038007203067433573 -0.0034518211033148895 0.0050741579577568757 -0.0026970784960336476 0.0038265750997148076
leaf_weight=0.001130541821773301 0.0010283927282151726 0.0011402831478811151 0.0019431225208642296 0.0010334648881996167 0.0012197404061689452 0.001896016965582838 0.0010231564672367492 0.0010280410610156755 0.0010433922108235016 0.0012983552139992352 0.0014250438532977163 0.0013827856210474236
leaf_count=127 187 219 1585 310 242 132 295 227 93 125 172 196
internal_value=0 0.000158353 0.000369934 -2.6486e-05 0.00240634 0.000507228 0.000182268 -0.000247742 0.000270683 0.000917784 -0.000229458 0.000843027
internal_weight=0 0.0155639 0.0144237 0.0120734 0.00235028 0.0101303 0.00909679 0.00807363 0.00704559 0.0060022 0.00470385 0.0032788
internal_count=3910 3723 3504 3135 369 1550 1240 945 718 625 500 328
is_linear=0
shrinkage=0.0120166


Tree=2473
num_leaves=17
num_cat=0
split_feature=14 147 11 3 124 13 1 43 0 13 157 160 0 12 16 15
split_gain=0.000403 0.000213284 0.000241342 0.000215987 0.000199108 0.000162408 0.000270459 0.00016275 0.000129821 0.000204351 0.000147858 0.000344957 0.00017872 0.000202425 0.000116476 5.56728e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.087830000000000005 -0.15002999999999997 -0.061329999999999989 -0.094679999999999986 0.08844500000000001 0.052855000000000006 -0.053834999999999994 0.11596500000000001 -0.077534999999999979 -1.0000000180025095e-35 -0.07773999999999999 0.086935000000000012 -0.094359999999999986 -0.089594999999999994
decision_type=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 -7 -12 13 14 -13 -16
right_child=-2 -3 -4 4 5 8 -8 -9 9 -11 11 12 -14 -15 15 -17
leaf_value=0.00064965952795205579 -0.0010023214362000551 0.00060660685735200968 -0.00074715466979057173 0.00051155297356964566 -0.00057632282160385254 0.00047540558667354479 0.00080627690831185355 0.00024746761927358171 -0.0010029273418027623 -3.1120529889648958e-05 -0.00089144490719540541 -0.00030989553171715043 0.00047578318478799542 -0.00065019176228919059 0.00053493060401286411 4.9264388841936319e-05
leaf_weight=0.0013342268703335691 0.0010307364867253995 0.0015275871695669329 0.0011064074450271013 0.0016375580939589412 0.0010625515269447995 0.0010634382428828292 0.0012988503868449214 0.0014915110704433465 0.0011273182185764221 0.0011121946207293121 0.0013966535287795317 0.0015406403413872512 0.0015019002328935122 0.0015190935408310874 0.0010478586470842599 0.0014637957292012675
leaf_count=116 135 216 129 272 102 289 163 75 255 47 587 119 429 654 71 251
internal_value=0 2.75918e-05 -1.72974e-05 2.61233e-05 -2.20677e-05 -7.79903e-05 0.000208663 -9.5249e-05 -0.000171803 -0.000520305 -8.99357e-05 -0.000160917 -1.66706e-05 -0.000149423 3.8301e-05 0.000251884
internal_weight=0 0.0212316 0.019704 0.0185976 0.0172634 0.0156258 0.00385291 0.00255406 0.0117729 0.00223951 0.00953338 0.00846994 0.00707329 0.00557139 0.00405229 0.00251165
internal_count=3910 3775 3559 3430 3314 3042 340 177 2702 302 2400 2111 1524 1095 441 322
is_linear=0
shrinkage=0.00160853


Tree=2474
num_leaves=12
num_cat=0
split_feature=11 3 1 2 13 12 0 52 4 4 4
split_gain=5.35938e-05 7.94703e-05 9.8204e-05 0.000144069 0.000106514 0.000123484 0.000140283 0.000177304 9.85293e-05 8.1335e-05 0.000162366
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 0.10393500000000001 -0.094679999999999986 -1.0000000180025095e-35 -0.072864999999999985 -0.074484999999999982 0.053925000000000008 -0.0031049999999999997 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 -6 7 -7 -9 10 -3
right_child=-2 2 4 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.0022862726261771989 -0.0022884032916903338 0.00071949889259233723 0.0035283965610695489 -0.0051115243006510033 0.0028880024770141645 -0.0035565874556371139 -0.0043961583461487432 0.0034076969565629222 -0.00039289881589201154 0.0016012736991416051 -0.0049314779535376317
leaf_weight=0.0018895471414590538 0.001193103896031055 0.0015047502250736355 0.0012908584559394891 0.0010106092774127776 0.0015007985879452084 0.0011839400770964348 0.0010311724303282499 0.0016221175676903394 0.0017450363896782672 0.0015238716503577169 0.0010737896471921435
leaf_count=219 224 449 212 335 322 92 245 333 136 398 945
internal_value=0 0.00015405 -0.000144679 -0.00135699 0.000595545 6.10454e-05 -0.000698985 0.000138709 0.00143803 -0.00043208 -0.00163376
internal_weight=0 0.0153765 0.0134869 0.00511302 0.00837392 0.00708307 0.00558227 0.00455109 0.00336715 0.00410241 0.00257854
internal_count=3910 3686 3467 2127 1340 1128 806 561 469 1792 1394
is_linear=0
shrinkage=0.0111015


Tree=2475
num_leaves=13
num_cat=0
split_feature=147 11 52 48 47 47 2 13 16 0 4 4
split_gain=5.61655e-05 9.63213e-05 8.1146e-05 0.000122796 9.57731e-05 0.000174492 9.75175e-05 0.000165114 0.000172781 7.97545e-05 0.000119038 6.21704e-05
threshold=0.088035000000000016 0.08184000000000001 0.18936500000000003 0.10417000000000001 0.081320000000000017 0.10783500000000001 0.10910500000000002 0.0024700000000000004 0.15737500000000001 -0.080229999999999982 0.0057500000000000008 -0.077679999999999985
decision_type=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 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0011708431324493488 0.0021511847004395978 -0.0028869512092780701 -0.0023863925861402646 0.002747509333185134 -0.0044293391421558331 0.00081745201163393219 0.0023635760714900175 -0.0028814604486938336 -0.0029865500796181182 0.0036099659209707837 0.0031014869056473042 -0.0016895698725685482
leaf_weight=0.0012313723078429006 0.0010066270184165413 0.0010804761307461061 0.001133603786311852 0.0015646255418879885 0.0011455060408819108 0.0011307776377296741 0.0017462322654093077 0.0015480370886561644 0.0010142859306445061 0.001059103177503979 0.0012593019808678886 0.0015294440251754833
leaf_count=540 181 217 432 213 204 102 425 299 160 409 231 497
internal_value=0 -0.000158712 4.65335e-05 0.000255018 -7.93268e-05 -0.00182292 0.000343447 -0.000118189 0.000583812 0.00129679 0.00068738 -0.000413776
internal_weight=0 0.0154428 0.0143623 0.0132287 0.0116641 0.00227628 0.00938778 0.00764154 0.00609351 0.00507922 0.00402012 0.00276082
internal_count=3910 3729 3512 3080 2867 306 2561 2136 1837 1677 1268 1037
is_linear=0
shrinkage=0.00947501


Tree=2476
num_leaves=17
num_cat=0
split_feature=14 376 48 50 12 1 13 457 133 3 0 49 12 2 1 457
split_gain=0.000513526 0.000170485 0.000202311 0.000251317 0.000245758 0.000370676 0.000245383 0.000263469 0.000263709 0.000189935 0.000201268 0.000224951 0.000152193 0.000136464 7.65858e-05 6.68331e-05
threshold=0.077685000000000018 0.048375000000000008 0.12738500000000003 0.10119500000000002 -0.023959999999999995 0.12485500000000001 -0.094679999999999986 0.081330000000000013 0.084760000000000016 -0.14218999999999996 -0.053834999999999994 -0.010424999999999999 0.089635000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.090920000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 12 8 9 -8 11 -11 -6 -13 -15 -9
right_child=-2 -3 -4 -5 5 -7 7 15 -10 10 -12 13 -14 14 -16 -17
leaf_value=-0.00051239095815135637 -0.0011411819087309772 0.00050540148566109082 -0.00060107474651018727 -0.00074296069518299329 0.00084435550592466835 0.0010343531567035213 0.00058852677234549802 0.00078749562995538368 -0.00093939261219245357 -0.00074805018135487827 -0.00083691263501227279 -0.00026685323101346275 0.00013409719364489099 2.0428229928215334e-05 0.00053523384200381452 0.00020964611612752903
leaf_weight=0.0016577983200620752 0.0010379853837105676 0.0019312958901913152 0.0014239054830750822 0.0010382642875479539 0.0015658911500987796 0.0011844183010400198 0.0010583117089603177 0.0010039531897818579 0.0010340958458521171 0.0010074651588165588 0.0010041731304205768 0.0017293131434271527 0.0016870882750092686 0.0013987575121464195 0.0017525166392395874 0.0011628538237363206
leaf_count=300 126 198 106 408 162 108 154 58 732 92 155 342 71 717 59 122
internal_value=0 4.01926e-05 -5.39391e-06 4.09937e-05 8.81885e-05 0.000152057 7.95096e-05 -3.61489e-05 -0.000159996 -5.86234e-05 -0.000157994 -4.22087e-05 0.000475995 0.000103493 0.000306727 0.000477383
internal_weight=0 0.0216401 0.0197088 0.0182849 0.0172466 0.0155888 0.0144044 0.0111514 0.00898463 0.00795054 0.00689223 0.00588805 0.00325298 0.00488059 0.00315127 0.00216681
internal_count=3910 3784 3586 3480 3072 2772 2664 2431 2251 1519 1365 1210 233 1118 776 180
is_linear=0
shrinkage=0.0016407


Tree=2477
num_leaves=16
num_cat=0
split_feature=14 124 50 47 1 475 4 1 0 133 3 151 1 1 4
split_gain=0.000401376 0.000139826 0.000166845 0.000229753 0.000257121 0.000267105 0.000209427 0.000260568 0.000182295 0.000203531 0.000134857 0.000114878 0.000136677 0.000175577 0.00020546
threshold=0.073890000000000011 0.11158000000000001 0.10625000000000001 0.117025 0.077800000000000022 -0.048844999999999993 0.24280000000000004 0.11198000000000001 -0.084074999999999997 1.0000000180025095e-35 -0.115685 -0.081844999999999987 0.11215000000000001 0.095575000000000007 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 11 -8 -1 10 -10 -7 13 14 -13
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00058417142463810634 -0.00097796652648166472 0.00060362420998055018 -0.00056037002753426678 -0.00064013664839501305 0.0010016639993992802 0.00050137406249436576 0.00012521352999663352 0.0010934155010184688 0.00072034043059531416 -0.00042224900515326733 1.4267111265063841e-05 0.00027178376727803239 -0.00048749569544471577 0.00046327702676376379 -0.0005999597034631501
leaf_weight=0.001798906891768046 0.0010157126583081313 0.0010305544225615295 0.0012068022012794609 0.0011424523586418813 0.0010340110888321105 0.0010083604367049784 0.0017098795715068667 0.0011603798916100714 0.0010209382042489779 0.0017472063940289278 0.0019722868241103635 0.0012841052452322041 0.0014896109590580853 0.001693440161454271 0.0014113698372081864
leaf_count=882 135 40 406 122 231 127 105 251 33 482 380 201 122 190 203
internal_value=0 3.73816e-05 7.72958e-06 4.48424e-05 8.99973e-05 0.000239526 0.000158759 0.000516635 -0.000156754 5.44375e-06 0.000255097 9.6056e-06 -7.47489e-05 6.53387e-05 -0.000184667
internal_weight=0 0.0207103 0.0196798 0.0184729 0.0173305 0.0107912 0.00975715 0.00287026 0.00653934 0.00474043 0.00299323 0.00688689 0.00587853 0.00438892 0.00269548
internal_count=3910 3775 3735 3329 3207 1430 1199 356 1777 895 413 843 716 594 404
is_linear=0
shrinkage=0.00157699


Tree=2478
num_leaves=18
num_cat=0
split_feature=14 147 52 403 403 52 0 16 43 0 48 1 15 0 52 16 2
split_gain=0.000410925 0.000158557 0.000180669 0.000210881 0.000132993 0.000138074 0.000148064 0.000254035 0.000168696 0.000130001 0.000162898 0.000192565 0.000161695 0.000137248 8.92713e-05 8.20063e-05 6.69939e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 0.088015000000000024 -1.0000000180025095e-35 -0.27466499999999994 -0.084074999999999997 -0.033174999999999989 -0.18906999999999999 -0.10131499999999999 0.11930500000000001 0.094385000000000011 -0.10469999999999999 -0.22384499999999996 -0.048794999999999991 -0.089864999999999987 0.11260500000000001
decision_type=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 15 -9 10 11 13 16 -7 -10 -8 -13
right_child=-2 -3 -4 -5 5 6 7 8 14 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0005071570045345387 -0.0010963486530308356 0.00061500730982020095 -0.00065816926414076537 -0.00071885051222142678 -0.00038768912380773331 0.00027230561498593688 0.00054063349488951023 0.00075171209476339448 0.0002928025657368347 -0.00053177606837495042 -0.00052483141076163317 -7.8220248337789331e-05 0.0010597900789660725 -0.00052080182550498294 -0.00034206026229480007 0.0012349153024353104 0.00055453250307725211
leaf_weight=0.0010589470261305597 0.0010329184619285716 0.0014634833278050199 0.0012015351252309047 0.0010493017580398235 0.001406365772989201 0.0014385288222662496 0.0010465338970674443 0.0010366936034562624 0.0011793725083688519 0.0010893908588960237 0.0010317732694420378 0.001061783453745635 0.0011680969279500297 0.0013193310363127184 0.0017135405740797988 0.0011011717361068402 0.0010492742277702439
leaf_count=870 135 216 345 314 350 54 129 41 230 465 56 47 92 109 205 185 67
internal_value=0 5.17912e-05 8.29856e-06 5.34129e-05 0.000101934 0.000143169 0.000195614 0.000405464 0.000137033 3.92896e-05 0.000127298 0.000238752 0.000529631 -0.000107109 -8.32416e-05 0.000896606 0.000236281
internal_weight=0 0.0204151 0.0189516 0.0177501 0.0167008 0.0156419 0.0142355 0.00607731 0.00392961 0.00815818 0.00706879 0.00603701 0.00327915 0.00275786 0.00289291 0.00214771 0.00211106
internal_count=3910 3775 3559 3214 2900 2030 1680 790 476 890 425 369 206 163 435 314 114
is_linear=0
shrinkage=0.00177594


Tree=2479
num_leaves=20
num_cat=0
split_feature=14 1456 453 128 50 15 15 2 124 2 3 3 52 457 1 3 0 3 0
split_gain=0.000659003 0.000252929 0.000258857 0.000260408 0.000195339 0.000475862 0.000251521 0.000501436 0.000324274 0.000240991 0.000249683 0.000367079 0.000196011 0.000198273 0.00028328 0.000158431 0.000133567 0.000130969 0.000101427
threshold=0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.086435000000000012 0.10625000000000001 -0.26361999999999991 -0.10192499999999999 0.094825000000000007 -0.048219999999999992 0.094400000000000026 0.099570000000000006 -0.10315499999999998 -0.11051499999999999 0.084715000000000013 0.076710000000000014 -0.081244999999999998 -0.21145499999999998 -0.084129999999999996 -0.10131499999999999
decision_type=2 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 -8 12 11 -11 -10 14 17 -16 -12 -14 -17
right_child=-2 2 -4 -5 -6 6 8 -9 9 10 16 -13 13 -15 15 18 -18 -19 -20
leaf_value=-0.00079416079094781584 -0.0012615027132977989 0.0011943502469983036 -0.00075177837756726742 -0.00072449861923945015 -0.0004950927433535542 -0.0012284481907749261 0.001100940947422297 0.00029714492382609619 -0.00027386064507784017 0.00010730033225667379 0.00070053654190050849 -0.0010850122076960834 -0.00046545021365251041 0.0010558239490417402 0.0011909625841157714 0.00074500109792605791 -4.2828463497574025e-05 0.0003047846336092162 7.0235881020301954e-05
leaf_weight=0.0010194374654000178 0.0011930902237560484 0.0013006771811265505 0.0010543530557223227 0.0010292471289618408 0.001266797733958251 0.0011177580425808581 0.0010978676468043859 0.0014320281030908988 0.0013671421611232207 0.0015517818617356571 0.0010904866083571996 0.0014605024327603621 0.0014485740479754268 0.0012289274696457853 0.0010048021721783956 0.0012439470855056811 0.001988694742109498 0.0011570390262460213 0.0013573638063153481
leaf_count=349 126 248 90 239 313 161 141 124 155 156 44 402 440 75 148 37 116 362 184
internal_value=0 3.80034e-05 7.4573e-05 0.000113919 0.000154789 0.000196268 0.000126274 -0.000371634 0.000205635 0.000139664 -0.000121383 -0.000470791 0.000320204 0.000429357 0.000305417 0.000615277 0.000220433 -0.000123423 0.000392909
internal_weight=0 0.0242174 0.023198 0.0221436 0.0211144 0.0198476 0.0185469 0.00254979 0.0159971 0.0148993 0.00609147 0.00301228 0.0088078 0.00744065 0.00621173 0.00360611 0.00307918 0.00260561 0.00260131
internal_count=3910 3784 3435 3345 3106 2793 2545 285 2260 2119 718 558 1401 1246 1171 369 160 802 221
is_linear=0
shrinkage=0.00170698


Tree=2480
num_leaves=18
num_cat=0
split_feature=1213 14 11 13 132 52 124 133 52 15 52 2 13 3 2 13 1
split_gain=0.000529342 0.000326646 0.000149525 0.000185387 0.000267267 0.000210659 0.000185674 0.000214541 0.000183134 0.000242233 0.000198826 0.000157455 0.000126597 0.000148527 9.08585e-05 7.00555e-05 5.08301e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.089899999999999994 0.079995000000000011 0.10062000000000001 -0.061329999999999989 0.084285000000000013 -0.010284999999999997 -0.053579999999999996 -0.081429999999999989 0.097940000000000013 -1.0000000180025095e-35 0.090325000000000003 0.083585000000000007 0.096090000000000023 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 11 -5 8 9 10 -8 -2 -10 14 -14 -16 -15
right_child=1 -3 -4 4 -6 -7 7 -9 12 -11 -12 -13 13 16 15 -17 -18
leaf_value=-0.0012495531683620977 0.00028668041994616691 -0.00091780231128733782 -0.00051961037788237111 0.00063392587087180948 0.00080276669488562279 -0.00018849056442893486 0.0005236638805612197 -0.0007906672583473665 -0.00041563637106525832 -0.00086064031498761127 -0.00037225018825385648 0.0010251418844265021 0.00015811278563367012 0.00015272561841481514 0.0010392016909838216 0.00039263142318121241 -0.00035626904314576971
leaf_weight=0.0010019756576760156 0.0018051969496270378 0.0010207139313892491 0.0011510548094921793 0.0011489917618907235 0.0012526022422539211 0.0012471612707086466 0.0012509588616171768 0.0012217860908811931 0.0010099082858427613 0.0015237316524691963 0.0018786333848393594 0.0016992254512157995 0.0015550685912242681 0.0012708781453854012 0.0010203155733263664 0.001011741183414544 0.0011179998124677404
leaf_count=592 174 119 125 201 234 114 150 849 428 264 108 169 84 92 87 82 38
internal_value=0 4.42264e-05 9.06211e-05 0.000125717 3.22183e-05 0.000426044 -3.66746e-05 -9.65854e-05 -2.37267e-05 -0.000291324 -1.41359e-05 0.000644746 0.00015452 0.000250873 0.000474874 0.000717281 -8.54849e-05
internal_weight=0 0.022186 0.0211653 0.0200142 0.0152626 0.00475158 0.01401 0.012861 0.0116392 0.00465332 0.00312959 0.00350442 0.00698591 0.005976 0.00358713 0.00203206 0.00238888
internal_count=3910 3318 3199 3074 2617 457 2383 2182 1333 522 258 343 811 383 253 169 130
is_linear=0
shrinkage=0.00174112


Tree=2481
num_leaves=18
num_cat=0
split_feature=14 124 12 376 48 1 14 2 42 3 52 49 3 12 1 4 42
split_gain=0.000341755 0.000147425 0.000324495 0.000244176 0.00027214 0.000229169 0.000271755 0.000391565 0.00019028 0.000187623 0.000262559 0.00018207 0.000216468 0.000136828 0.000133355 0.000104324 7.59176e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 0.10752500000000002 -0.24487499999999998 0.11125500000000001 -1.0000000180025095e-35 -0.115685 0.10218500000000001 -0.084114999999999981 0.090325000000000003 0.097345000000000015 0.088495000000000018 -0.0025899999999999994 0.078965000000000021
decision_type=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 13 -1 16 11 -11 14 -8 15 -13 -10
right_child=-2 -3 -4 -5 -6 6 7 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00061245833093472274 -0.00096212720603027803 0.00063503178837684394 -0.00088905458376830444 0.00081332323257167255 -0.00076198887260047561 -0.00033392861933807208 -0.00029583799480311902 0.0013004150743152038 0.0007101188635795806 -0.00064353632129551125 -0.00087361232602801314 -0.0001644851847691399 0.00057718263624053669 0.00057486023286023821 -0.00051666773290527331 0.00048538851676172213 0.00011583729308748597
leaf_weight=0.0015463216137403145 0.0010245167035250738 0.0010625191717777904 0.001098392013024598 0.0010957947973471811 0.001224486697557938 0.0011309705427642366 0.001000561970127301 0.0013795695159249579 0.0012604685731933919 0.0010210059940296383 0.0010796847601752596 0.0016088109944025599 0.0019706513613244603 0.0010215383388303412 0.001400692078366822 0.0012137080684534902 0.0011524683274687364
leaf_count=856 135 40 173 185 88 97 150 183 129 89 410 671 136 56 244 212 56
internal_value=0 2.74338e-05 -4.51777e-06 4.63317e-05 -3.3241e-07 5.52266e-05 0.000376731 0.000613008 -6.36968e-05 1.55525e-05 -0.00010393 1.12508e-05 0.000119187 0.000144027 -9.45248e-05 0.000114966 0.000426278
internal_weight=0 0.0212676 0.0202051 0.0191067 0.0180109 0.0167865 0.00453264 0.00340167 0.0122538 0.0107075 0.00829455 0.00721487 0.00619386 0.0020221 0.00422321 0.00282252 0.00241294
internal_count=3910 3775 3735 3562 3377 3289 486 389 2803 1947 1762 1352 1263 206 1127 883 185
is_linear=0
shrinkage=0.00167351


Tree=2482
num_leaves=17
num_cat=0
split_feature=14 376 484 1 48 12 52 13 2 457 133 3 4 1 1 13
split_gain=0.000373614 0.000156713 0.000147626 0.000193066 0.000248199 0.000347294 0.000183451 0.000273953 0.000258711 0.000162776 0.000171075 0.000160773 0.000151575 0.000367932 0.000199455 0.000145675
threshold=0.073890000000000011 0.048375000000000008 -0.0043499999999999988 0.13562500000000002 0.11930500000000001 -0.0089849999999999982 0.11262000000000001 -0.10023999999999998 0.097940000000000013 0.081330000000000013 0.084760000000000016 0.090325000000000003 0.074650000000000008 0.088495000000000018 1.0000000180025095e-35 0.0015650000000000002
decision_type=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 -7 10 11 12 13 14 15 -9
right_child=-2 -3 3 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00054164774188768684 -0.00099364517326024754 0.00049585685533116086 -0.00072415087324825052 0.00073951299353336268 -0.00076434109376185666 0.00015676627381776785 -0.00040898225801551022 -0.00041658611330290724 0.0012902864791817265 0.00055500605747520356 -0.00066056704914466678 -0.00044536058861979088 0.00067433689837801823 -0.00068186930615947449 0.00090587597534139478 0.00043785815605240066
leaf_weight=0.0013600454569509214 0.0010375552730288859 0.0018820569840909259 0.0014954084384882051 0.0010140037148946941 0.001145602886360896 0.0011342239278510627 0.0016030086547702072 0.0010216525323694416 0.0011215083942760495 0.0016648106361147877 0.0010188013381532551 0.0013851276227114795 0.0013796178214903615 0.0013868852789032382 0.0011553318460130191 0.0012335433232495731
leaf_count=576 135 198 219 191 86 77 426 520 70 157 530 84 102 298 112 129
internal_value=0 3.50943e-05 -1.02614e-05 3.04328e-05 -1.25046e-05 4.27076e-05 0.000124013 0.000192356 0.000720332 7.61156e-05 -1.6795e-05 6.99363e-05 0.000185486 4.49041e-05 0.000340445 5.07764e-05
internal_weight=0 0.0210016 0.0191196 0.0177595 0.0167455 0.0155999 0.0141045 0.0125015 0.00225573 0.0102458 0.00858096 0.00756216 0.00617703 0.00479741 0.00341053 0.0022552
internal_count=3910 3775 3577 3001 2810 2724 2505 2079 147 1932 1775 1245 1161 1059 761 649
is_linear=0
shrinkage=0.00167351


Tree=2483
num_leaves=20
num_cat=0
split_feature=14 1213 157 159 159 48 130 14 49 457 4 49 40 475 13 43 15 1 52
split_gain=0.00053546 0.000411993 0.000193349 0.000226574 0.000264678 0.000256236 0.000267538 0.000232384 0.000283231 0.000183023 0.000371792 0.000290667 0.000230831 0.000165238 0.000136965 0.000183912 0.000532656 0.000329711 0.000118423
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.073574999999999988 0.10519500000000001 0.073745000000000019 0.12738500000000003 -0.0015749999999999998 -0.13131999999999996 0.10513500000000002 -0.066264999999999991 0.25367000000000006 -0.088729999999999989 -0.051069999999999997 -0.073839999999999975 -0.083514999999999992 -0.17307499999999998 -0.03231499999999999 0.094695000000000015 0.078330000000000025
decision_type=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 -4 -8 9 -9 11 -11 -13 -3 18 -16 17 -17 -14
right_child=-2 2 3 -5 -6 -7 7 8 -10 10 -12 12 14 -15 15 16 -18 -19 -20
leaf_value=-0.0010141595310010406 -0.0011417845111298731 0.0010462322954434202 -0.00064981168112855561 -0.00074363453279150196 0.00085018997488042964 -0.00070733860923079934 -0.0005427588516500716 -0.00050710978699653006 0.00097108504201416537 -0.0006199010058819532 0.0010047159363677693 -0.00041131563289937276 0.00099019031498544371 9.471937166755082e-05 0.0006281463254800175 -0.00013749445786223187 -0.00077850380348477724 0.00097068863775651214 0.00023594915572364492
leaf_weight=0.0010104205504348094 0.0011383181759076202 0.0010189619486817847 0.0013287950540828144 0.0010094285650343133 0.0011453886633055179 0.0012603564634198891 0.001323557378282522 0.0011860816004108073 0.0011933072984669996 0.0014444793207825145 0.0013688582848811965 0.0015585256914277543 0.0012355370178161514 0.0010256078200040304 0.001721517924688833 0.001532140126189018 0.0016428019906113778 0.0014765334704550659 0.0011038847025096471
leaf_count=578 126 271 205 233 229 91 88 134 189 79 198 99 162 205 59 186 608 70 100
internal_value=0 3.22691e-05 7.71174e-05 3.04157e-05 6.84898e-05 2.22814e-05 7.30421e-05 0.00013026 0.000187864 0.00012237 0.000179432 8.30041e-05 0.000181859 0.000568929 0.000287969 0.00016084 -1.2111e-05 0.000406356 0.000634292
internal_weight=0 0.0245862 0.0235758 0.0215312 0.0205218 0.0193764 0.018116 0.0167872 0.0154637 0.0142704 0.0130843 0.0117154 0.0102709 0.00204457 0.00871242 0.00637299 0.00465148 0.00300867 0.00233942
internal_count=3910 3784 3206 2730 2497 2268 2177 1972 1884 1695 1561 1363 1284 476 1185 923 864 256 262
is_linear=0
shrinkage=0.00167351


Tree=2484
num_leaves=13
num_cat=0
split_feature=484 15 12 1 16 133 47 52 16 48 0 16
split_gain=5.84195e-05 5.94216e-05 0.000171676 8.64416e-05 0.000170648 0.000136947 0.000113249 0.000151481 0.000164883 8.84641e-05 7.88098e-05 6.99342e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 0.0015250000000000001 0.017095000000000003 0.087850000000000025 -0.081429999999999989 -0.10808 0.016865000000000002 -0.074249999999999997 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -5 -9 -10 -8 -4
right_child=1 2 11 6 5 -7 10 8 9 -11 -12 -13
leaf_value=-0.0021875893435163401 -0.0042805105098074944 -0.0031700848058027397 0.0022924427578040309 0.0050507747233588052 0.0029062348121634074 -0.0018769073242163471 -0.0016076864971133838 0.0038869586904671217 -0.0024461330321879833 0.0014683957500482973 0.0016115691253415915 -0.0011320851771331772
leaf_weight=0.0011771324625358464 0.0010181542428920397 0.0018687531300967909 0.0014468350452081502 0.001256942562158725 0.001268534106189767 0.0011573023546141629 0.0020128703718354751 0.0012901772243390799 0.0012308490099821904 0.0011100671355241468 0.0012439705554234677 0.0010336196828263366
leaf_count=612 485 421 210 295 116 177 186 300 177 105 104 722
internal_value=0 0.000133649 -0.000868541 0.000509762 -0.000825702 0.000624324 0.00107445 0.00204225 0.00100082 -0.000589856 -0.000378072 0.000865422
internal_weight=0 0.0159381 0.00434921 0.0115889 0.00344399 0.00242584 0.00814488 0.00488804 0.00363109 0.00234092 0.00325684 0.00248045
internal_count=3910 3298 1353 1945 778 293 1167 877 582 282 290 932
is_linear=0
shrinkage=0.010055


Tree=2485
num_leaves=12
num_cat=0
split_feature=0 4 4 1 15 2 0 3 151 12 3
split_gain=5.55012e-05 0.000114599 0.000103102 9.78012e-05 0.000105017 9.5489e-05 0.000254212 0.000141922 0.000132179 9.07117e-05 0.000134134
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.08422499999999998 0.085110000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14136999999999997 0.12046500000000002 -0.0088999999999999982 0.097345000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 9 7 8 -7 10 -5
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0026639158591055564 -0.0010589544162042674 0.0025661236596344404 -0.0034123672205801253 -0.0037030432801178933 1.3131277958317165e-05 -0.00051753359336577137 0.0053006125431423468 -0.0022773316147758601 0.0033922564383822066 0.0012892907644840616 0.0005848114963593942
leaf_weight=0.0013997505455710423 0.001265037656222844 0.0018572863880955714 0.0013219793131669594 0.0013314335145851808 0.0018572113646584711 0.0015333064996815027 0.0010830589901947279 0.0013150364551060556 0.0014533610810249257 0.0013752763587442374 0.0011941629095109114
leaf_count=519 155 239 998 552 660 118 245 75 125 149 75
internal_value=0 0.00109739 -0.000273476 -5.03963e-06 -0.00141127 0.000476421 0.00127819 0.000265444 0.00138503 -0.000630337 -0.00167564
internal_weight=0 0.00312232 0.0138646 0.0124648 0.00317919 0.00928564 0.00538476 0.0043017 0.00298667 0.00390087 0.0025256
internal_count=3910 394 3516 2997 1658 1339 563 318 243 776 627
is_linear=0
shrinkage=0.00928922


Tree=2486
num_leaves=13
num_cat=0
split_feature=484 474 0 1 49 4 133 15 1 16 16 43
split_gain=5.25812e-05 5.74774e-05 9.32398e-05 0.000162652 0.000133295 0.000124964 0.000123865 0.00014606 0.000208036 9.37295e-05 0.000150731 7.34185e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.084304999999999977 0.076710000000000014 -0.045004999999999996 0.028075000000000006 -0.083144999999999983 -0.053579999999999996 0.078675000000000009 -0.110495 -0.27337499999999998 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4 -8 11 10 -6 -9
right_child=1 -3 6 4 9 -7 7 8 -10 -11 -12 -13
leaf_value=-0.002168988217290085 -0.0042068822132985701 0.0024122904086601492 0.0041872507989262637 -0.00058665904455950291 -0.0021731701401514771 0.0045278509466125339 0.0035198137430087375 0.0027953925516486485 -0.0035116622544466691 -0.003044585689996973 0.0031938255294031784 -0.00041847474821333575
leaf_weight=0.0011619049699865781 0.001305155805503529 0.0011280237755979102 0.0010246987991301519 0.0010312318432206535 0.0013276466643221988 0.0010603825719392307 0.0012001689094416502 0.0014215604206466218 0.0016943953314343639 0.0017808948853536219 0.001007037576031114 0.0017179172040455294
leaf_count=612 718 298 231 107 188 82 359 183 481 209 83 359
internal_value=0 0.000137306 -3.88124e-05 -0.000849981 -0.000144141 0.00200624 0.000824483 0.000253419 -0.000557571 -0.001237 0.000141818 0.00103677
internal_weight=0 0.0156991 0.0145711 0.00751235 0.00620719 0.00209161 0.00705874 0.00603404 0.00483387 0.00411558 0.00233468 0.00313948
internal_count=3910 3298 3000 1387 669 189 1613 1382 1023 480 271 542
is_linear=0
shrinkage=0.0104612


Tree=2487
num_leaves=12
num_cat=0
split_feature=52 376 457 1 47 52 13 2 2 12 151
split_gain=5.28367e-05 8.7857e-05 9.65454e-05 9.30204e-05 0.000106665 0.000106287 9.97379e-05 0.000110008 0.000144835 0.000110271 1.78733e-05
threshold=-0.24456499999999998 0.048375000000000008 0.082870000000000013 0.12864500000000004 0.09252500000000001 0.11588000000000002 -0.09547499999999999 0.106035 0.085255000000000011 0.084100000000000022 -0.081219999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -8 -4
right_child=1 -3 10 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0018595691936233968 0.0023422375725850415 0.0028589771937048811 0.0011405115664633904 0.0025139597211956302 -0.0036365814917603233 -0.0032842691909683377 0.002764691689215319 0.0020981593390783401 -0.0040108732893576159 -0.0021958840106753551 0.0032768713012802982
leaf_weight=0.0017898460525361008 0.0019893436088902526 0.0014390180445201526 0.0010066931434781733 0.0011891028160254434 0.0014867033725296597 0.0013478188909669658 0.0011589784915754576 0.0014169958840889035 0.0017602059255700437 0.0011395425023245365 0.0010018525159804651
leaf_count=449 211 199 159 238 250 475 167 218 876 586 82
internal_value=0 0.000199246 -8.43227e-05 -0.000484756 -0.000830962 -0.000357664 0.000170735 -0.000618177 -0.00156651 0.000305377 0.00220612
internal_weight=0 0.0149363 0.0134972 0.0114887 0.0102996 0.00881289 0.00746507 0.00547572 0.00405873 0.00229852 0.00200855
internal_count=3910 3461 3262 3021 2783 2533 2058 1847 1629 753 241
is_linear=0
shrinkage=0.0113235


Tree=2488
num_leaves=13
num_cat=0
split_feature=147 11 0 52 2 52 49 2 160 133 13 15
split_gain=4.85488e-05 9.83045e-05 7.15119e-05 0.000145094 0.000102707 0.00010105 0.000100301 9.77535e-05 9.59818e-05 0.000225935 7.32257e-05 7.32779e-05
threshold=0.087265000000000023 0.079700000000000007 -0.017269999999999997 -0.24456499999999998 0.106285 -0.081429999999999989 -0.006494999999999999 0.09116500000000001 -0.078454999999999983 -1.0000000180025095e-35 -0.083244999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 7 -7 -8 -10 -11 -12
right_child=-2 -3 4 5 -6 6 8 -9 9 10 11 -13
leaf_value=-0.0038816938052962375 0.0022021033143018449 -0.0030198665229184789 2.0273036956628042e-05 0.0024391996043399804 0.0040509192879869503 -8.2834607158827067e-05 -0.0024674944312129696 -0.0046521267933802672 -0.0033360180898567922 0.0042094701543111375 0.0029140633292735175 -0.00063802232172966301
leaf_weight=0.0011615158019000647 0.0010504569774601761 0.0012644055004695101 0.0019274315228849379 0.0017409296839914689 0.0011488336532071639 0.001058697981566172 0.0011606611853006892 0.0010737446857877232 0.0011016262667225924 0.0012947718247319521 0.0013038393894672928 0.0013417114081680555
leaf_count=327 191 245 204 360 102 205 495 134 712 214 125 596
internal_value=0 -0.00016791 8.40172e-05 -0.000310594 0.00152552 0.000101066 -0.000387296 -0.0023836 0.000299029 0.000935886 0.00213021 0.0011126
internal_weight=0 0.0155782 0.0143138 0.0112375 0.00307627 0.010076 0.00833505 0.00213244 0.00620261 0.00504195 0.00394032 0.00264555
internal_count=3910 3719 3474 3168 306 2841 2481 339 2142 1647 935 721
is_linear=0
shrinkage=0.0106704


Tree=2489
num_leaves=18
num_cat=0
split_feature=14 124 12 4 0 0 157 14 2 48 0 403 48 42 16 12 0
split_gain=0.00040578 0.000226263 0.000407502 0.000167285 0.000172992 0.000196151 0.000210547 0.000276301 0.000243801 0.000298726 0.000183016 0.000247131 0.000161854 0.000154313 0.000190288 0.000144387 7.72414e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 -0.49837999999999999 1.0000000180025095e-35 -0.099864999999999995 -0.056824999999999994 -0.13131999999999996 0.097940000000000013 0.11379500000000002 -0.084304999999999977 0.03138500000000001 0.084905000000000022 0.08784500000000002 -0.016294999999999994 0.08598500000000002 -0.11077499999999998
decision_type=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 12 -10 -7 13 16 14 -12 -6 -9
right_child=-2 -3 -4 4 15 10 7 8 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00057641170085350434 -0.0011000643773211359 0.00079049715578436493 -0.0010141932860994051 0.00087033862126175928 0.0010189871277497915 -0.0006869556289603526 -0.00072808520650231867 -6.8013367097142182e-05 0.0010397244312707217 -8.4835911165216259e-05 9.8328505182333816e-05 0.00068565131651192389 -0.00049508322621143424 0.00017339006406733227 -0.00086387439028540972 0.00014418255640526515 0.00057724277847486167
leaf_weight=0.0012311762109187821 0.0010120942388568968 0.0011181224157362423 0.0011648826654162793 0.0012071914449061092 0.0010260197816407439 0.001718097805344895 0.0010813545213697049 0.0012213680008796302 0.001799605553433465 0.0011893379032970053 0.0010162254904184063 0.0011407098018569317 0.0015946046075122067 0.0017710209629176691 0.0016104903007360801 0.0012924129645650595 0.0010423758398623367
leaf_count=171 135 40 173 69 142 971 54 104 236 59 407 190 82 624 321 72 60
internal_value=0 2.722e-05 -1.32141e-05 4.52566e-05 8.61626e-05 2.32015e-05 0.000192945 8.98072e-05 0.000218972 0.000592248 -0.000190502 -3.64959e-05 -7.01926e-05 -0.000223811 -0.000491617 0.000531326 0.000229105
internal_weight=0 0.022225 0.0211069 0.019942 0.0187108 0.0163924 0.00913584 0.00792865 0.00684729 0.00298894 0.00725654 0.00553845 0.00385835 0.00439774 0.00262672 0.00231843 0.00226374
internal_count=3910 3775 3735 3562 3391 3177 664 595 541 295 2513 1542 246 1352 728 214 164
is_linear=0
shrinkage=0.00174112


Tree=2490
num_leaves=12
num_cat=0
split_feature=4 150 160 12 3 2 16 0 4 13 15
split_gain=5.21769e-05 7.69181e-05 7.55065e-05 0.000100292 0.000130902 9.22984e-05 7.80463e-05 9.22229e-05 0.000111572 7.32528e-05 6.17876e-05
threshold=0.27020000000000005 -0.053939999999999995 -0.082234999999999989 -0.023959999999999995 0.096385000000000012 0.094010000000000024 0.025915000000000004 -0.084304999999999977 0.05309500000000001 -0.26418499999999995 -0.45726999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5 -6 -2
right_child=10 2 3 4 9 -7 -8 -9 -10 -11 -12
leaf_value=0.0025793578934621576 -0.00059806354415008027 -0.0028274762442366376 -0.0028290519542984987 -0.0025545600844422037 0.0044467677554859029 -0.0025848769859719615 -0.0023084921969244048 0.0028179237071576284 0.0020095415193265142 0.0007938077137874856 0.0028967675608936026
leaf_weight=0.0010373790330779906 0.0010266005138584535 0.001465655202683166 0.0015040204009054937 0.0013793157137270517 0.0010659282951174798 0.0019728729425715656 0.0011835069494907161 0.0016974206835828026 0.0011749036050445333 0.0016675939755290692 0.0014395648904909218
leaf_count=119 181 674 251 599 65 584 272 689 78 107 291
internal_value=0 -0.000273573 -0.000499301 -0.000206288 0.000182675 -0.000568448 0.000163484 0.000851595 -0.00045514 0.00221827 0.00144196
internal_weight=0 0.0141486 0.0131112 0.0116456 0.0101415 0.00740802 0.00543515 0.00425164 0.00255422 0.00273352 0.00246617
internal_count=3910 3438 3319 2645 2394 2222 1638 1366 677 172 472
is_linear=0
shrinkage=0.0108838


Tree=2491
num_leaves=17
num_cat=0
split_feature=14 147 11 3 12 52 15 13 2 2 48 150 42 16 13 0
split_gain=0.000375137 0.000144224 0.000185902 0.000240307 0.000171919 0.000168829 0.000474995 0.000195119 0.000269424 0.000234239 0.000208381 0.000203 0.000148538 0.000213272 0.000105649 8.39181e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.087830000000000005 -0.15002999999999997 0.11655500000000001 0.10599500000000002 -0.074174999999999977 -0.083514999999999992 0.099990000000000009 0.11230000000000001 0.095825000000000007 0.084525000000000003 -0.082904999999999993 -0.057604999999999996 -0.09602999999999999 -0.097664999999999988
decision_type=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 14 10 11 12 -9 -14 -5 -15
right_child=-2 -3 -4 4 -6 6 -8 9 -10 -11 -12 -13 13 15 -16 -17
leaf_value=0.00068815311817833013 -0.0010148745594208116 0.00052039150484641428 -0.00069918928550773 -0.00021049729430448703 -0.00065521089059687038 0.00038355812855138714 -0.0011139347152307895 0.00048281607364268815 0.00097860354911341444 -0.00063181165693534198 0.0007772514921016683 -0.00067372703524617213 -0.00062511257080810059 0.00056434786278614416 0.00047712766734453905 -3.7486971630932111e-05
leaf_weight=0.00141519994839034 0.0010180389388487745 0.0015277502204984325 0.001048020738876331 0.0015136936225482248 0.0011467873397498453 0.0011385352310426811 0.001238558136906146 0.0018914090588756649 0.0014336849214348292 0.0015774573078583516 0.0010273472616826665 0.0011477162800254681 0.00136503790474886 0.0010200556721798627 0.0010668030882482822 0.0017831627112621915
leaf_count=116 135 216 129 131 150 222 377 369 167 223 96 128 495 45 534 377
internal_value=0 2.49507e-05 -1.32511e-05 2.50575e-05 -2.90289e-05 1.52886e-05 -0.000396694 8.61186e-05 0.000396938 -4.10383e-05 7.21312e-05 -2.83773e-05 9.38536e-05 -8.2644e-05 7.37737e-05 0.000181513
internal_weight=0 0.0213412 0.0198135 0.0187654 0.0173502 0.0162035 0.00237709 0.0138264 0.00401418 0.00981219 0.00823473 0.00720738 0.00605967 0.00416826 0.0025805 0.00280322
internal_count=3910 3775 3559 3430 3314 3164 599 2565 832 1733 1510 1414 1286 917 665 422
is_linear=0
shrinkage=0.00167351


Tree=2492
num_leaves=17
num_cat=0
split_feature=14 124 12 376 48 12 2 43 52 13 457 2 160 4 1 0
split_gain=0.000394138 0.000148323 0.000338148 0.000204273 0.000179396 0.000211921 0.000259871 0.000239513 0.000256973 0.00025996 0.000197815 0.000165326 0.000153861 0.000163383 0.000164461 0.000258196
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 -0.051479999999999991 0.11542500000000001 -0.17307499999999998 0.10218500000000001 -0.094679999999999986 0.082870000000000013 0.091525000000000009 -0.081299999999999983 0.05309500000000001 0.088135000000000005 -0.083424999999999985
decision_type=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 11 12 -9 -11 14 15 -14
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0005576220067838618 -0.0010407291720514415 0.00067782248110341233 -0.00091717589426093418 0.00078494489999954395 -0.00061119404025816281 0.00069209143127667392 0.00076037161400710506 7.2200044122101785e-05 -0.00076696370834011102 0.00036493212428385816 0.00040336907904287933 0.00095754716899201591 0.00027411654246221163 3.2566930892681901e-05 -0.0011281723510576979 -0.00089338404418332507
leaf_weight=0.0014380263922302841 0.0010217214598346449 0.0010264743527754602 0.0010783226629664756 0.0010843722318358935 0.0012153360032309607 0.0014963748640604716 0.0016830680307625421 0.001165680229742957 0.0012430236590828874 0.0010374741809624985 0.0018133136842197715 0.0012999134161999493 0.0010869759246158604 0.0019883476376962028 0.0010935181826706164 0.0011213214228178981
leaf_count=270 135 40 173 185 88 126 248 112 502 247 154 67 495 200 405 463
internal_value=0 4.51081e-05 1.23813e-05 6.5793e-05 2.1691e-05 6.84005e-05 0.0001283 4.85894e-05 -3.26726e-05 5.33819e-05 -9.3686e-05 0.000538974 -0.000236127 -0.000354003 -0.000586795 -0.000318713
internal_weight=0 0.0208715 0.0198451 0.0187667 0.0176824 0.016467 0.015029 0.0133459 0.0118496 0.0106065 0.00814095 0.00246559 0.00632764 0.00529016 0.00330182 0.0022083
internal_count=3910 3775 3735 3562 3377 3289 3019 2771 2645 2143 1964 179 1810 1563 1363 958
is_linear=0
shrinkage=0.00170698


Tree=2493
num_leaves=17
num_cat=0
split_feature=14 124 12 376 48 1 14 2 159 3 52 3 2 43 13 4
split_gain=0.000318217 0.000150622 0.000304832 0.000205097 0.000239246 0.000218919 0.00029289 0.000345938 0.00015974 0.000193123 0.000196248 0.000178923 0.000151348 0.000176059 0.000250596 6.29897e-05
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 0.10752500000000002 -0.24487499999999998 0.11125500000000001 0.090705000000000022 -0.115685 0.10218500000000001 0.090325000000000003 0.094010000000000024 -0.083899999999999988 -1.0000000180025095e-35 -0.23071499999999998
decision_type=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 15 11 12 13 -11 -15 -1
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=0.00010524949141959171 -0.00088974329393505026 0.0006222932319413484 -0.00084261483063507276 0.00072110582242125294 -0.00068149029452167342 -0.00036631287640652178 0.00017058161313327893 0.0012411622001320876 -0.00066159546540655234 0.00044002650093772174 -0.00078396847226633076 0.00039349982248744361 -0.00071033525584998257 -0.00075360516030395074 0.00014976728180007373 0.00063661933830061153
leaf_weight=0.0010246800711390947 0.0010374357575471107 0.001031516175667129 0.0010713723118808026 0.0010768463299681485 0.0012459444164432043 0.0010784009782353002 0.001941633244463753 0.0013063637088976581 0.0010490312999151688 0.0013661294294555083 0.0010050708328440076 0.0019433918589923938 0.0010913313872600913 0.0014224884152241411 0.0017996860215457842 0.0013217651350446767
leaf_count=90 138 40 173 185 88 97 206 183 247 363 489 129 296 952 120 114
internal_value=0 2.30882e-05 -8.21678e-06 3.96578e-05 -2.04588e-06 4.9731e-05 0.000360019 0.000601175 -6.19187e-05 -4.59698e-06 -0.000115872 -2.77861e-05 -0.000171937 -4.38784e-05 -0.000249043 0.000404573
internal_weight=0 0.0207757 0.0197441 0.0186728 0.0175959 0.01635 0.0043264 0.003248 0.0120236 0.0109745 0.0086281 0.00762303 0.00567964 0.0045883 0.00322217 0.00234645
internal_count=3910 3772 3732 3559 3374 3286 486 389 2800 2553 2349 1860 1731 1435 1072 204
is_linear=0
shrinkage=0.00160853


Tree=2494
num_leaves=13
num_cat=0
split_feature=12 48 1 52 52 4 160 49 4 4 16 15
split_gain=5.47716e-05 6.05974e-05 0.000117251 0.000109906 0.000109422 0.000106278 0.000107205 0.000170868 0.000282592 0.000265895 0.000101821 8.47989e-05
threshold=0.11655500000000001 0.12738500000000003 0.10786000000000001 0.11401500000000002 0.091210000000000013 0.05309500000000001 -0.081299999999999983 -0.047894999999999993 -0.077679999999999985 -0.08422499999999998 -0.044329999999999987 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -9 -4 -12
right_child=-2 -3 10 -5 -6 -7 7 8 -10 -11 11 -13
leaf_value=0.0018669267399758209 -0.0020298881370719255 -0.0019825195770579208 0.0030836707020572892 -0.0029734556400236247 0.0028472822390231477 0.0016894338881827749 0.001106403228362314 -0.0032577000739739321 -0.0056380810573725126 0.0027656240562019176 -0.0014604325550126285 0.002119595083113711
leaf_weight=0.0010444157833574622 0.0010520136263304286 0.0010636101116963592 0.0019453356863888306 0.0010950955331262358 0.0010491393515204084 0.0017980019044518819 0.0016826717919415368 0.0013314566911605272 0.0013990938954938246 0.0011184595274928433 0.0011659876865924117 0.0010366184468941506
leaf_count=299 187 110 332 467 240 324 184 522 637 348 177 83
internal_value=0 0.000116479 0.0002687 -0.000242653 7.46993e-05 -0.00027266 -0.000809126 -0.00131438 -0.00237268 -0.000507874 0.00156539 0.000224445
internal_weight=0 0.0157299 0.0146663 0.0105183 0.00942324 0.0083741 0.0065761 0.00553168 0.00384901 0.00244992 0.00414794 0.00220261
internal_count=3910 3723 3613 3021 2554 2314 1990 1691 1507 870 592 260
is_linear=0
shrinkage=0.00910708


Tree=2495
num_leaves=19
num_cat=0
split_feature=1213 14 124 4 13 132 13 157 160 52 52 4 52 49 4 49 2 47
split_gain=0.000577845 0.000405806 0.000177891 0.000182823 0.00021252 0.000328364 0.000200968 0.000242459 0.000305268 0.000195502 0.000188039 0.000256372 0.000184688 0.000250384 0.000301433 0.00014585 0.000201188 0.000118642
threshold=-1.0000000180025095e-35 0.073890000000000011 0.11158000000000001 -0.49837999999999999 -0.083514999999999992 0.079995000000000011 -0.0041499999999999983 -0.073574999999999988 -1.0000000180025095e-35 -0.018824999999999998 0.10062000000000001 -0.077679999999999985 0.071660000000000015 -0.082084999999999977 0.0057500000000000008 -0.0062499999999999995 0.099990000000000009 0.091930000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 9 -8 -9 -6 11 -5 13 -10 -15 -13 -17 -16
right_child=1 -3 -4 4 5 -7 7 8 12 -11 -12 15 -14 14 17 16 -18 -19
leaf_value=-0.0012839201896597647 -0.00051704141330650966 -0.0010172227866418284 0.00075027470373006196 0.0012005024909336943 -5.7421559470959365e-05 0.00081947639126169652 0.00074758542331359147 -0.00079422149403449269 0.00061577592975210413 -0.0011215695919490017 -0.00029173382987851966 0.00076942009154879051 0.0005874383360283587 -0.00096080888889401401 0.00034590669431509472 -0.00050961137499858328 0.00052202374908081087 -0.0003550336618895333
leaf_weight=0.001044295403257448 0.0015693653644681073 0.001048576289967725 0.0011763018219922072 0.0012545484115647487 0.0010246316679948381 0.0012714311732624555 0.0011411986373231842 0.0015943772137211138 0.0011711023688363307 0.0010698071573717249 0.0010417680141353025 0.0012230068088837677 0.0015177558563113716 0.0013872288410337807 0.0015913405152691634 0.0011058350130809975 0.0011894953319813968 0.0013556622705395149
leaf_count=592 171 119 40 84 341 218 94 170 42 687 182 257 139 201 140 268 116 49
internal_value=0 4.0651e-05 9.18047e-05 5.40371e-05 0.000101359 -2.14045e-05 -0.000111602 -6.57188e-06 -0.000106444 -0.000600972 0.000378453 0.000524734 4.9695e-05 -9.85545e-05 -0.000291565 0.000283772 2.50067e-05 2.34644e-05
internal_weight=0 0.0227334 0.0216849 0.0205086 0.0189392 0.0131245 0.0118531 0.00975867 0.00861747 0.00209444 0.00581465 0.00477289 0.00702309 0.00550533 0.00433423 0.00351834 0.00229533 0.002947
internal_count=3910 3318 3199 3159 2988 2081 1863 835 741 1028 907 725 571 432 390 641 384 189
is_linear=0
shrinkage=0.00174112


Tree=2496
num_leaves=19
num_cat=0
split_feature=14 1456 128 453 1 0 52 157 14 15 48 42 39 15 0 43 150 43
split_gain=0.000619691 0.000231089 0.000237557 0.000211657 0.000199798 0.000271129 0.000246192 0.000270019 0.000223447 0.00025837 0.000217505 0.000288251 0.000212876 0.000243073 0.000216401 0.000161001 0.000156037 0.00013463
threshold=0.077685000000000018 -1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 0.076710000000000014 -0.089879999999999974 -0.37613999999999997 -0.073574999999999988 -0.24487499999999998 -0.14868999999999996 0.086065000000000016 0.084100000000000022 0.005105000000000001 -0.095799999999999982 -0.088084999999999983 0.0016850000000000001 0.087235000000000021 -0.074254999999999988
decision_type=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 -9 -10 11 15 13 -11 16 -7 -15 -16
right_child=-2 2 -4 -5 6 10 7 8 9 12 -12 -13 -14 14 17 -17 -18 -19
leaf_value=-0.00069075876737429451 -0.0011262020527516362 -0.00063308055429979753 -0.00064736633986406866 -0.00058559033876774951 -0.00044617491221492488 -0.00020838516367306523 0.00097280743803820034 -0.00035996302768342904 0.00098307048391043598 -0.00036367058905796497 0.00067671188833424837 -0.00064728482289972864 0.00085790841183292952 0.00088941454543940181 0.00035831788867623252 0.00049073574875832808 0.00019879276556043055 -0.00039074111391039799
leaf_weight=0.0010153361105113097 0.0011597823475568694 0.0016100361890493938 0.0010725742855833996 0.0010317838711264562 0.0011289860050535125 0.0013837386104905754 0.0013059725784860957 0.001349684607673895 0.0011995611080982916 0.001845434675389006 0.0011791960785892258 0.0014192290191423346 0.0010764931304274028 0.0015968769251397709 0.0010026927788965344 0.0018269079284742862 0.0015324134269804057 0.0013400653173802068
leaf_count=349 126 378 239 90 173 443 163 81 221 77 120 580 156 86 95 114 101 318
internal_value=0 3.10013e-05 6.30003e-05 9.79043e-05 0.000131813 -7.16762e-05 0.000244662 0.000308335 0.000229037 0.000311901 8.3922e-05 -6.70573e-05 0.000215986 0.000121552 0.000285192 0.000189426 0.000551217 -7.01463e-05
internal_weight=0 0.023917 0.0229016 0.0218291 0.0207973 0.00741911 0.0133782 0.0122492 0.0109432 0.00959354 0.00580907 0.00462988 0.00839398 0.00731748 0.00547205 0.00321065 0.00312929 0.00234276
internal_count=3910 3784 3435 3196 3106 1635 1471 1298 1135 1054 1257 1137 833 677 600 557 187 413
is_linear=0
shrinkage=0.00154607


Tree=2497
num_leaves=18
num_cat=0
split_feature=14 124 12 376 48 12 3 43 4 3 3 12 4 151 3 16 4
split_gain=0.000397673 0.000189656 0.000338331 0.000238174 0.000179581 0.000230204 0.000307541 0.000292181 0.000265956 0.000167263 0.000198924 0.000312684 0.00016306 0.000159471 0.00014851 0.00010079 3.79076e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 -0.051479999999999991 0.12046500000000002 -0.17307499999999998 -0.23071499999999998 -0.11266 -0.078884999999999997 0.086935000000000012 -1.0000000180025095e-35 -0.0088999999999999982 -1.0000000180025095e-35 -0.0083999999999999995 0.050655000000000006
decision_type=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 11 -11 15 -14 -15 -12 -8
right_child=-2 -3 -4 -5 -6 6 16 8 9 10 12 -13 13 14 -16 -17 -18
leaf_value=-0.00064239948423356317 -0.0011174447722888058 0.00078138613232663664 -0.0010035088979683914 0.00087633477770457185 -0.00066504061343619538 0.00077341058394934242 0.0010458137155187105 -0.00080315860476479304 0.00052695773359149559 4.4379954877471116e-05 0.0001525640208336701 -0.0012963506487174731 -0.00075091234071091419 -0.00042858184375475463 0.00045749788589062839 0.00090458574776639813 0.00053889832350205815
leaf_weight=0.0014929949053898673 0.0010723664094164356 0.0011036692604217751 0.0010964464293647001 0.0011256627033081187 0.0012861459470376998 0.0015471116610089554 0.0010011128981326492 0.0015159052999288462 0.0018625465813876191 0.0013790313036010082 0.0015298827017780547 0.0010430125692279212 0.001087349203597654 0.001105455271720672 0.001552869051224118 0.0010101836077194906 0.0010134925396507594
leaf_count=270 135 40 173 185 88 133 76 205 153 672 293 923 56 239 73 142 54
internal_value=0 3.51326e-05 -4.75359e-06 5.12529e-05 8.50837e-07 5.0815e-05 0.000116956 1.73816e-05 -7.93947e-05 2.44013e-05 -8.30927e-05 -0.000532983 9.02607e-05 -0.000154805 8.90246e-05 0.000451643 0.000790799
internal_weight=0 0.0217529 0.0206492 0.0195528 0.0184271 0.0171409 0.015648 0.0136333 0.0120862 0.0105703 0.00870778 0.00242204 0.00628574 0.00374567 0.00265832 0.00254007 0.00201461
internal_count=3910 3775 3735 3562 3377 3289 3019 2889 2756 2551 2398 1595 803 368 312 435 130
is_linear=0
shrinkage=0.00184769


Tree=2498
num_leaves=13
num_cat=0
split_feature=43 42 40 133 3 4 0 47 4 48 15 16
split_gain=5.04703e-05 0.000100428 0.000199716 0.000137325 0.000106966 0.000112677 9.65276e-05 6.76685e-05 0.000113049 0.000138025 8.66301e-05 6.66025e-05
threshold=0.18078000000000002 -0.10770999999999999 -0.018084999999999997 0.089845000000000022 -0.15464999999999998 -0.34687499999999999 -0.070894999999999986 0.09252500000000001 0.0021050000000000005 0.092150000000000024 -0.10192499999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 11 10 -10 -7
right_child=-2 2 3 -5 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0030685452262463951 -0.0022764531306707523 0.0038779674515149959 0.0033642885135044755 -0.0035225919676745081 -0.0033709921080800178 0.00023243198011581962 0.0024416560929383401 -0.0025922689323646356 0.00027270104250062685 -0.001757359553372941 0.004158469488049152 -0.0027040061575661213
leaf_weight=0.0010126551789081421 0.0010239950311652915 0.001559873307328521 0.0010975667262365608 0.0011567283644593881 0.0010208473795134685 0.0017125512092024918 0.0018414099497977296 0.0011245081725273255 0.0010082569688290473 0.0010675245749784401 0.0016643020618911722 0.0016691935980427466
leaf_count=223 264 345 207 682 137 395 270 187 109 59 207 825
internal_value=0 0.000119471 0.000335809 -7.76732e-05 0.000248788 -5.90342e-05 0.000276125 -0.000207439 0.000169117 0.0014224 0.00269251 -0.00121696
internal_weight=0 0.0159354 0.0149228 0.0133629 0.0122062 0.0111086 0.0100877 0.00824634 0.00712183 0.00374008 0.00267256 0.00338174
internal_count=3910 3646 3423 3078 2396 2189 2052 1782 1595 375 316 1220
is_linear=0
shrinkage=0.0104612


Tree=2499
num_leaves=18
num_cat=0
split_feature=1213 14 11 3 159 159 453 4 15 150 151 42 0 4 47 52 0
split_gain=0.000624268 0.000545846 0.000229388 0.000178958 0.000159725 0.000150487 0.00015437 0.000207045 0.000166226 0.000164654 0.000157422 0.000132136 0.000347957 0.000207325 0.000212378 0.00019412 0.000189764
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.15121499999999996 0.10519500000000001 0.073745000000000019 1.0000000180025095e-35 0.27223000000000003 -0.11739999999999999 0.11398500000000002 -0.039414999999999999 0.08401500000000002 -0.082994999999999985 -0.056579999999999991 0.092255000000000018 0.086950000000000013 -0.14136999999999997
decision_type=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 -10 13 -13 15 16 -12 -15
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 11 12 -14 14 -16 -17 -18
leaf_value=-0.0013675952619310496 0.00070064150728290991 -0.0012246679762526129 -0.00066047076179516463 -0.00062893981445743966 -0.00056676426234300906 0.00067525600770288862 -0.00056709719669213743 0.00079830098405525107 0.00064204782118859128 -0.00054844617895046465 0.00066783684219658709 0.0011455788458472822 -0.00010065333759849031 -0.00016655382129386422 0.00019617158883626854 -0.00014305328254282337 -0.0012277218345065875
leaf_weight=0.0010488951431673462 0.001634398046471342 0.0010386489705768434 0.001204896595170978 0.0010162025873052824 0.001105813884325276 0.0014595925295269726 0.0010851743735562627 0.0013207278667239824 0.0019218650614744011 0.0010778688420601265 0.0018048232801956528 0.0011903149612879369 0.0017389071992317913 0.0010506640833538583 0.0013555435238679081 0.001923408866551013 0.0010756287852967802
leaf_count=592 145 112 125 162 284 272 74 221 295 74 252 275 483 51 52 194 247
internal_value=0 3.33796e-05 9.28661e-05 0.000136587 8.83878e-05 0.00012859 8.04105e-05 0.000125814 6.30686e-05 0.00011659 0.000176022 8.7689e-05 0.000405764 -4.15348e-05 -0.00035316 0.000249496 -0.000703367
internal_weight=0 0.0230045 0.0219658 0.0207609 0.0191265 0.0180207 0.0165611 0.015476 0.0141552 0.013139 0.0120612 0.0101393 0.00292922 0.00721007 0.00348184 0.00372823 0.00212629
internal_count=3910 3318 3206 3081 2936 2652 2380 2306 2085 1923 1849 1554 758 796 350 446 298
is_linear=0
shrinkage=0.00177594


Tree=2500
num_leaves=18
num_cat=0
split_feature=14 147 11 403 52 3 403 13 124 52 2 133 12 0 16 49 12
split_gain=0.00039728 0.00016023 0.000200512 0.000179099 0.000254557 0.000184956 0.00016894 0.000162196 0.000225545 0.000237892 0.000246777 0.000199154 0.000153799 0.000213567 0.000199828 0.000179318 0.00011198
threshold=0.073890000000000011 1.0000000180025095e-35 0.087830000000000005 0.088015000000000024 0.28122000000000008 -0.14218999999999996 -1.0000000180025095e-35 -0.52445999999999982 -0.048219999999999992 0.048490000000000012 0.097940000000000013 0.086895000000000014 0.092150000000000024 -0.10131499999999999 -0.057604999999999996 -0.045004999999999996 0.10106500000000002
decision_type=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 -10 -14
right_child=-2 -3 -4 -5 -6 6 7 8 9 10 -12 -13 16 -15 -16 -17 -18
leaf_value=0.00080878436395113995 -0.0010485734539774768 0.00054960434184037998 -0.00072939886595388653 -0.0006163355939141212 -0.00076676440763423981 -0.00057891170567282821 -0.00054020883714118615 0.00090097197296805322 0.00011886461255597859 7.0397888827608299e-05 0.0011057662214440463 0.00067353205382269556 0.00068864803845873992 -0.00071664121045555767 0.0004295495597132639 -0.00078771759860968142 -7.7032476189699519e-05
leaf_weight=0.0010577185714921106 0.0010570255492317595 0.0015633885282475271 0.0010909298554055971 0.0011929114086506728 0.0010046837444882993 0.0010838025985607366 0.001007426805551318 0.0011263094374325466 0.0012717284624900183 0.001449363359621013 0.001248639631084042 0.0010561080724459911 0.0010161464725211011 0.001965942581606474 0.0016423350264845307 0.0012711561901482815 0.0012304857300897698
leaf_count=113 135 216 129 328 325 854 46 219 51 203 115 333 120 493 61 78 91
internal_value=0 2.35914e-05 -1.81197e-05 2.35429e-05 6.73317e-05 0.000118345 7.08292e-05 0.000120123 0.000170223 0.000102492 0.000549568 -2.50962e-05 -0.000112956 -0.000252564 -3.45703e-05 -0.000334324 0.000269283
internal_weight=0 0.0212791 0.0197157 0.0186248 0.0174318 0.0164272 0.0153694 0.0142856 0.0132782 0.0121519 0.002698 0.0094539 0.00839779 0.00615116 0.00418522 0.00254288 0.00224663
internal_count=3910 3775 3559 3430 3102 2777 2664 1810 1764 1545 318 1227 894 683 190 129 211
is_linear=0
shrinkage=0.00170698


Tree=2501
num_leaves=19
num_cat=0
split_feature=14 147 11 3 376 1 52 15 4 157 2 2 42 52 0 15 1 151
split_gain=0.000471066 0.000186967 0.000281198 0.00023913 0.00020231 0.000247431 0.000303012 0.000295118 0.00017403 0.00021021 0.000273234 0.000304972 0.000227591 0.000202849 0.000194717 0.000169121 0.000149713 7.18384e-05
threshold=0.077685000000000018 0.088565000000000019 0.088315000000000018 -0.15002999999999997 0.048375000000000008 0.13860500000000003 0.10218500000000001 -0.073314999999999991 -0.083329999999999987 -0.077534999999999979 0.11203000000000002 0.099015000000000006 0.085195000000000007 -0.031409999999999993 -0.10131499999999999 0.08920500000000002 0.094695000000000015 -0.0080899999999999982
decision_type=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 13 -10 11 12 14 -5 16 -14 17 -11
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=0.00064828729434750589 -0.0011176271203132897 0.00070523617643397478 -0.00083514480022547075 -0.00026064713072038219 0.00048642103946488959 0.0007056293050453626 -8.7178875934210484e-05 -0.0013317236529381722 0.00056271694157086457 -0.00018352957832781086 -0.00077495071638543855 0.00067601620038499569 -0.00018380115964272909 0.00062347321222813387 -0.0010248591659499672 0.00069397931153728886 0.00025909638031587135 -0.00080247703372621606
leaf_weight=0.0015750768250652981 0.0010162452928726825 0.001035652690642006 0.0010533680945554727 0.0010849891484237262 0.0019280108888358868 0.0010279747840625996 0.0010193706596597213 0.0010323005678488347 0.0010484101763463339 0.0010004098181326526 0.001866391925962759 0.0012236555640537505 0.0014020181308672473 0.0019614028194153916 0.0011375076755497193 0.001021237056045593 0.0010882013563673354 0.0010188951933947058
leaf_count=137 126 161 120 129 186 137 190 426 285 32 257 143 378 389 494 216 30 74
internal_value=0 2.4337e-05 -8.47825e-06 3.41324e-05 -1.71562e-05 -7.44948e-05 -0.000124917 -0.000713373 -3.77652e-05 -0.000135402 -0.000210406 -7.68944e-05 -0.000215057 0.000308589 -0.000444069 0.000186124 -0.00023147 -0.000495836
internal_weight=0 0.0225249 0.0214892 0.0204359 0.0188608 0.0169328 0.0159048 0.00205167 0.0138531 0.0108067 0.00975832 0.00789192 0.00666827 0.00304639 0.00424501 0.00242326 0.00310751 0.00201931
internal_count=3910 3784 3623 3503 3366 3180 3043 616 2427 1909 1624 1367 1224 518 630 594 136 106
is_linear=0
shrinkage=0.0016407


Tree=2502
num_leaves=14
num_cat=0
split_feature=1 14 15 133 123 13 49 16 52 0 49 12 160
split_gain=5.97045e-05 9.93758e-05 9.55233e-05 9.1392e-05 0.000103584 8.31302e-05 9.1937e-05 0.000138132 0.000152623 0.000255031 0.000163174 0.00014705 0.000179544
threshold=0.14000500000000002 -1.0000000180025095e-35 -0.14487999999999998 -0.090054999999999982 1.0000000180025095e-35 0.16421000000000002 -0.085974999999999982 -0.19424999999999998 1.0000000180025095e-35 -0.083424999999999985 -0.047894999999999993 0.093125000000000013 -0.026849999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 10 -10 -9 12 -12
right_child=-2 2 3 4 -6 -7 7 8 9 -11 11 -13 -14
leaf_value=-0.0028581911226655873 0.0023131671621353439 0.0031584366329389358 -0.0031794189668212874 -0.0023666069569899784 0.0033510360745582337 -0.0028966499481706668 -0.0024658491519691282 0.003874225881440381 0.0072889254828992708 0.00023390980453850672 0.0012929677747361137 0.0025765868186863241 -0.0042046519869601093
leaf_weight=0.0014555171596793036 0.0011539336286986472 0.0010548889195788535 0.0010624668966618079 0.001472847562658715 0.0010130860253112989 0.00117546747681608 0.0014720626273300496 0.0010070285436979414 0.0010432978715766285 0.0013234065522303071 0.0010759545296942135 0.0010035040200506024 0.0018212246945397488
leaf_count=149 168 296 465 166 173 157 183 96 348 514 235 352 608
internal_value=0 -0.000200068 6.62925e-05 -0.000175859 8.13308e-05 -0.000209372 9.97299e-05 0.000515044 0.00111826 0.00334392 4.49557e-05 -0.000943636 -0.00216295
internal_weight=0 0.0159808 0.0145252 0.0134703 0.0124079 0.0113948 0.0102193 0.00874648 0.00727442 0.0023667 0.00490771 0.00390068 0.00289718
internal_count=3910 3742 3593 3297 2832 2659 2502 2336 2153 862 1291 1195 843
is_linear=0
shrinkage=0.0106704


Tree=2503
num_leaves=14
num_cat=0
split_feature=484 0 0 16 1 16 16 15 0 4 49 3 4
split_gain=5.02544e-05 6.48448e-05 0.000101807 0.000148385 0.000106604 9.58283e-05 8.82569e-05 8.29301e-05 0.00013764 7.50059e-05 0.000116146 5.55294e-05 4.67135e-05
threshold=-0.0043499999999999988 -0.077944999999999987 -0.099864999999999995 -0.083564999999999987 0.079355000000000023 0.15100500000000003 -0.0083999999999999995 -0.014614999999999998 0.14676000000000003 0.0057500000000000008 -0.045004999999999996 0.094625000000000015 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 12 9 -7 -9 -6 -11 -12 -3
right_child=1 5 3 -5 6 7 -8 8 -10 10 11 -13 -14
leaf_value=-0.0018034275846393166 -0.0023510103808350958 0.0011511744250621511 0.00014501174374659465 -0.0042349143415344702 -0.001655634031583928 0.0015040349308493672 0.002973763441464754 -0.0034051162185379938 0.0010142349147765871 0.0030841043817780084 0.00096568796799898556 -0.0017972682463164664 0.0036478208808376172
leaf_weight=0.001176012500635328 0.0011073071936587159 0.0014379782858677461 0.0013127813672291059 0.0011627689762863263 0.0013280974680028867 0.0015685960104990376 0.0010811091835825001 0.0011113483919265033 0.001136143718354785 0.0012044855343008865 0.0012354480149590749 0.0010927876932655955 0.0010220596599002773
leaf_count=612 204 134 602 797 139 237 100 184 31 81 89 106 594
internal_value=0 0.00010972 -0.000354574 -0.00191224 0.000192448 0.000814344 0.000666434 -7.14686e-05 -0.00117106 0.000153254 0.000833291 -0.000331141 0.00218844
internal_weight=0 0.0158009 0.00952479 0.00247555 0.00704924 0.00627613 0.00594193 0.00381609 0.00224749 0.00486082 0.00353272 0.00232824 0.00246004
internal_count=3910 3298 2118 1399 719 1180 515 452 215 415 276 195 728
is_linear=0
shrinkage=0.00892851


Tree=2504
num_leaves=19
num_cat=0
split_feature=14 147 11 3 403 403 484 1375 160 12 15 48 13 47 16 4 15 4
split_gain=0.000609442 0.000200587 0.000259213 0.000205121 0.000188369 0.000171178 0.000192707 0.00012569 0.000143297 0.000130185 0.000160453 0.000171072 0.000154181 0.000158445 0.000308216 0.000151222 0.000128981 0.000188552
threshold=0.077685000000000018 0.088565000000000019 0.088315000000000018 -0.15002999999999997 -1.0000000180025095e-35 0.087440000000000004 0.091130000000000017 -0.072014999999999982 0.097500000000000017 0.11655500000000001 0.085120000000000015 0.016865000000000002 0.24813000000000004 0.09252500000000001 0.15100500000000003 -0.0031049999999999997 -0.13578499999999996 -0.0025899999999999994
decision_type=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 14 15 -9 -13 -18
right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 -12 16 -14 -15 -16 -17 17 -19
leaf_value=0.00062072700406361463 -0.0012680099097877647 0.00076743394970741978 -0.00082608231109957959 -0.0006574403506498474 -0.00036901576434398116 -0.00064012103192799302 -0.00063126244294760151 0.00064688422427867909 -0.00043044234089828563 -0.00033913427510871402 0.0007376351122351804 -2.038428697880018e-05 0.00063607464380967889 -0.00060712053910698339 -0.00076156451805068704 -4.2006618599952767e-05 0.00016649119285990581 0.0010992922945052106
leaf_weight=0.0016974180381529825 0.001076605552604192 0.0010707317307489172 0.0010278848974643031 0.0011854525630905525 0.0013389677623421919 0.001003240788844467 0.0010269645464758273 0.0018570275177030504 0.001049131022475878 0.0010981961629857534 0.0018515245313880111 0.0010104240690979507 0.0010678791719335116 0.0012552832972873851 0.0010087102838236967 0.0018568718409783186 0.0011057089395982433 0.0014719587989760335
leaf_count=137 126 161 120 887 134 325 220 270 208 87 270 123 31 110 166 281 166 88
internal_value=0 4.60264e-05 1.07758e-05 5.19635e-05 1.64751e-06 4.50495e-05 8.54875e-05 0.000131574 0.00017738 0.000224326 0.000273887 0.000193141 3.86367e-05 -6.80884e-05 7.51879e-05 0.000302453 0.000496533 0.000699161
internal_weight=0 0.0229834 0.0219126 0.0208848 0.0191873 0.0180019 0.0169986 0.0159717 0.0146327 0.0135836 0.0124854 0.0106339 0.00704577 0.00597789 0.00472261 0.0037139 0.00358809 0.00257767
internal_count=3910 3784 3623 3503 3366 2479 2154 1934 1800 1592 1505 1235 858 827 717 551 377 254
is_linear=0
shrinkage=0.00170698


Tree=2505
num_leaves=14
num_cat=0
split_feature=1 47 4 1 12 43 52 42 2 2 2 0 0
split_gain=5.04773e-05 0.00010966 8.17627e-05 0.000163115 9.96389e-05 9.28029e-05 0.000108268 9.29571e-05 0.00011029 0.000100347 7.6668e-05 6.50628e-05 5.61233e-05
threshold=0.14000500000000002 0.11669500000000001 0.24280000000000004 0.11198000000000001 0.10129000000000001 -0.17307499999999998 0.10898500000000001 0.086325000000000013 0.097940000000000013 0.085255000000000011 0.089910000000000004 -0.13027499999999997 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 9 12 -11 -10 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 11 10 -12 -13 -14
leaf_value=0.0029495332858104038 0.0023055687497799716 -0.0038680880184026735 -0.00058446682485194875 0.0049051988239500492 -0.0034764349580309233 -0.0002476425253412828 -0.0039941479600758452 -0.0027076939783803201 0.00077642767332544629 -0.004243528792094959 -0.00020305161956968174 0.0049254149316339691 0.0032902551427342946
leaf_weight=0.0012454452199595076 0.0011524756284133656 0.0010163737628416649 0.0016792771542449079 0.0012666929937126827 0.0012369156482399815 0.0013460990630119185 0.0010020245982441172 0.0013874807498041909 0.0010121272895800004 0.0011076009919209311 0.0014422686026530351 0.0010047394103964297 0.0010765269522390892
leaf_count=115 168 155 189 214 384 307 428 720 99 471 191 213 256
internal_value=0 -0.000198116 5.3793e-05 0.00177595 -0.000373939 -1.27367e-05 -0.000406104 2.30915e-05 0.000565189 -0.000358833 -0.00195814 0.00284332 0.00132447
internal_weight=0 0.0158236 0.0148072 0.00294597 0.0118612 0.0106243 0.00937887 0.00837684 0.00698936 0.0049725 0.00254987 0.00201687 0.00242263
internal_count=3910 3742 3587 403 3184 2800 2685 2257 1537 1225 662 312 563
is_linear=0
shrinkage=0.01155


Tree=2506
num_leaves=15
num_cat=0
split_feature=41 158 457 16 15 48 49 47 42 43 52 52 43 3
split_gain=4.91183e-05 6.78442e-05 8.79177e-05 0.000157023 8.82908e-05 0.000112291 0.000181087 9.92721e-05 9.72771e-05 8.55905e-05 0.000142068 8.47265e-05 8.78256e-05 6.2379e-05
threshold=0.078535000000000008 0.085745000000000002 -0.068264999999999978 -0.50388999999999984 -0.14097499999999996 0.016865000000000002 -1.0000000180025095e-35 0.10783500000000001 0.086325000000000013 -0.040589999999999994 -0.074484999999999982 -0.013104999999999999 -0.0037249999999999996 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 11 -7 -11 -8 -13 -14
right_child=-2 -3 3 4 5 9 7 -9 -10 10 -12 12 13 -15
leaf_value=-0.0027486498245521615 -0.0022903170627479193 -0.0025663354372353737 0.0045194265602928703 -0.0023049272666761495 -0.0040941263888754431 0.0047376293393679653 0.0032878266876014924 0.0034737137880112403 -0.0027638818416097187 -0.0016453623229035121 0.003677075542987622 -0.0026401712437061037 0.0023744694422229294 -0.0010682887184979813
leaf_weight=0.0010015365892888295 0.0010223036939981797 0.0010006426651883284 0.0010366713851741758 0.0014221361088918262 0.0011451297847097095 0.0010222032419316476 0.001061677882160334 0.0010707946993359085 0.0012034361041690271 0.0011390385259210101 0.0011449844208809368 0.0011087238009573975 0.0014709495646682298 0.0010111197225385338
leaf_count=270 195 385 171 317 172 184 344 86 721 90 119 539 270 47
internal_value=0 0.000122885 0.000304236 0.000525209 0.000201722 0.000515027 -0.000163393 0.000486441 -5.98039e-05 0.00217132 0.00102278 0.000639649 -0.000143329 0.000971994
internal_weight=0 0.015839 0.0148384 0.0138369 0.0128002 0.0113781 0.00807183 0.0069267 0.00585591 0.00330623 0.00228402 0.00465247 0.00359079 0.00248207
internal_count=3910 3715 3330 3060 2889 2572 2179 2007 1921 393 209 1200 856 317
is_linear=0
shrinkage=0.0106704


Tree=2507
num_leaves=12
num_cat=0
split_feature=150 151 151 4 16 49 42 403 15 15 12
split_gain=4.56152e-05 0.000112806 8.46233e-05 8.4853e-05 8.54029e-05 6.97009e-05 7.5803e-05 8.33545e-05 8.66083e-05 8.39052e-05 9.16182e-05
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 0.40359500000000004 -0.38486499999999996 -0.0088699999999999977 0.091955000000000023 0.03138500000000001 1.0000000180025095e-35 -0.038029999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 8 9 -7 -11
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.0030067503973101872 0.0034733188983113368 -0.00080590230337286366 -0.0034334442164750552 0.0025096676986620754 0.0027960556838225572 -0.0016086740622399142 -0.0028304611204142916 0.0027451400386401237 -0.0033371808459605771 0.0033236428628772574 -0.00066403700308129382
leaf_weight=0.0013424001955230505 0.0014870712315106678 0.0016848154654953941 0.0010490548741165203 0.0015012636900763052 0.0010017896969243831 0.0020039288577885657 0.001344099615793487 0.0012599632948532002 0.0010957529815039755 0.0015253309371138298 0.0014326140371057061
leaf_count=322 316 188 152 291 94 586 600 271 775 161 154
internal_value=0 0.00120032 -0.000308132 -1.15306e-05 -0.000364853 -3.17312e-05 -0.000358786 9.52128e-05 -0.000455962 0.000180311 0.0013923
internal_weight=0 0.00317189 0.0135562 0.0122138 0.0107125 0.00966348 0.00866169 0.00731759 0.00605763 0.00496187 0.00295794
internal_count=3910 504 3406 3084 2793 2641 2547 1947 1676 901 315
is_linear=0
shrinkage=0.0113235


Tree=2508
num_leaves=18
num_cat=0
split_feature=14 147 11 3 52 160 133 3 457 160 4 2 42 4 2 2 2
split_gain=0.000575928 0.000186168 0.000304285 0.000213861 0.000159832 0.000167769 0.000226666 0.000268754 0.000256342 0.000216572 0.000225851 0.000247684 0.000154983 0.000169812 0.000291875 0.000175798 0.000170874
threshold=0.077685000000000018 0.088410000000000016 0.088315000000000018 -0.15002999999999997 0.28122000000000008 -0.081069999999999989 -0.0023199999999999996 -0.078669999999999976 -0.0034949999999999994 -1.0000000180025095e-35 0.25367000000000006 0.11339500000000001 -1.0000000180025095e-35 0.074650000000000008 0.083585000000000007 0.090905000000000014 0.097940000000000013
decision_type=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 -10 11 12 -11 14 -14 -16 -17
right_child=-2 -3 -4 4 -6 6 8 -9 9 10 -12 -13 13 -15 15 16 -18
leaf_value=0.00066061376805764092 -0.0012985618692368836 0.00076806891929531783 -0.00091395407517798431 0.00052767135578120881 -0.00064963417476007626 7.5279466797347015e-05 -0.00071336477280927629 -0.0011368830572324562 -0.00060736832126587811 -0.00028219754137785659 0.00089931312171926379 -0.00057722796172592354 -0.00041401915423090068 0.00098031134306174328 0.0009386840205338504 -0.00032901039447817535 0.00054144805908242009
leaf_weight=0.0016040259441309967 0.0010222385233980549 0.0010107952447772654 0.0010425994536245034 0.0018933831233146929 0.0010876486111426392 0.0010983854674110755 0.0011722137710007694 0.0011197639196211849 0.0010745472360706833 0.0014755815698556263 0.0012795454565109271 0.0013293806670135614 0.0015922967921475333 0.0010610290136732203 0.0015045222749313983 0.0011156578563281949 0.0017655546411583789
leaf_count=136 126 167 120 479 335 560 160 276 238 272 173 178 291 32 139 120 108
internal_value=0 3.80358e-05 3.25505e-06 5.06578e-05 -2.02989e-06 3.82614e-05 -2.11826e-05 -0.000536643 6.43328e-05 0.000139068 0.000211174 0.000121729 0.000230856 0.000338406 0.000224476 0.000456289 0.000204391
internal_weight=0 0.0222269 0.0212161 0.0201735 0.0185695 0.0174819 0.0155885 0.00221815 0.0133703 0.0121981 0.0111236 0.00984402 0.00851464 0.00703906 0.00597803 0.00438573 0.00288121
internal_count=3910 3784 3617 3497 3361 3026 2547 836 1711 1551 1313 1140 962 690 658 367 228
is_linear=0
shrinkage=0.00174112


Tree=2509
num_leaves=13
num_cat=0
split_feature=11 48 0 1 16 151 2 52 13 12 4 13
split_gain=4.79113e-05 6.81848e-05 0.000166998 0.000155982 0.00011215 5.61131e-05 8.97102e-05 0.000157771 0.000186686 0.0001463 0.000110191 0.000105709
threshold=0.08184000000000001 0.016865000000000002 -0.18901999999999997 0.096035000000000023 -0.094359999999999986 -0.0008699999999999999 0.10946500000000002 0.086950000000000013 0.0024700000000000004 0.094375000000000014 0.050655000000000006 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 8 9 11 -8 -7
right_child=-2 2 3 -5 -6 6 10 -9 -10 -11 -12 -13
leaf_value=-0.0025008266665139962 -0.0020374180708951882 -0.0033121027049763815 0.00063772924610427061 0.0057513643348484451 0.0014812681243991156 -0.0013357074142396608 0.0042033495960327035 -0.0032389995771706041 -0.0030830232965254559 0.0048473323222856897 -0.00061433198510500416 0.0024525488817712061
leaf_weight=0.0011590917358397781 0.00119660624528655 0.0011059584520645149 0.001452223220698037 0.0011858530939843669 0.0010331894218533755 0.0018884413323794849 0.0010677213263317886 0.00186027993626252 0.0013751050568248588 0.0010013525358277993 0.0010119843959889643 0.0014064926265741624
leaf_count=390 224 64 363 250 52 813 148 752 212 202 257 183
internal_value=0 0.000134904 0.00117511 0.00293638 -0.000996947 -0.000326479 -6.42613e-05 -0.000595346 0.000271802 0.00134557 0.00185907 0.000281367
internal_weight=0 0.0155477 0.00477722 0.00263808 0.00213915 0.0107705 0.00961138 0.00753167 0.00567139 0.00429629 0.00207971 0.00329493
internal_count=3910 3686 729 613 116 2957 2567 2162 1410 1198 405 996
is_linear=0
shrinkage=0.0104612


Tree=2510
num_leaves=12
num_cat=0
split_feature=484 474 160 133 133 13 48 15 151 2 47
split_gain=5.06001e-05 5.64471e-05 9.96554e-05 0.00016697 9.22036e-05 0.000120166 0.000156677 0.000117638 0.000184427 0.000210827 8.92622e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 0.10599500000000002 -0.083514999999999992 0.090530000000000013 1.0000000180025095e-35 -0.0088999999999999982 0.095995000000000011 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -7 10 -10
right_child=1 -3 3 4 -6 7 -8 -9 9 -11 -12
leaf_value=-0.0018505871366678126 -0.0020797234824926881 0.0019939388037801048 -0.0022959931322843359 0.0040087700900670667 -0.0018832370267374112 -0.0023455979266853318 -0.00040380157343034419 -0.0018183852804060918 -0.0016357673946040105 0.0044985137317658849 0.001918723650842069
leaf_weight=0.0011591881341845292 0.0017426055330173234 0.0012299795806871234 0.0018299656737323098 0.0019382652113199392 0.0010478413512464849 0.0010821038611525478 0.0010178667019933051 0.0016589651930324703 0.0011486219337827116 0.0015593276595097698 0.0011961996322700508
leaf_count=612 556 318 820 231 413 196 107 211 150 239 57
internal_value=0 0.000122227 -3.96491e-05 0.00024523 0.000681915 0.000961863 0.00248942 0.000282329 0.000981253 0.00190335 0.000177539
internal_weight=0 0.0154517 0.0142218 0.0124792 0.0106492 0.00960135 0.00295613 0.00664522 0.00498625 0.00390415 0.00234482
internal_count=3910 3298 2980 2424 1604 1191 338 853 642 446 207
is_linear=0
shrinkage=0.00910708


Tree=2511
num_leaves=18
num_cat=0
split_feature=14 147 52 15 403 4 4 1 2 0 1 48 133 16 133 15 457
split_gain=0.000402013 0.000204864 0.000180579 0.000207534 0.000160065 0.000154469 0.000203352 0.00016426 0.000226514 0.000315509 0.000217154 0.000174689 0.000125252 0.00015638 0.000110945 5.52685e-05 1.87393e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 -0.24219999999999997 0.088015000000000024 -0.083329999999999987 -0.49837999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.18087499999999998 0.13084000000000004 0.087035000000000015 0.065880000000000008 0.0015250000000000001 0.086895000000000014 -0.10071499999999999 0.018630000000000004
decision_type=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 14 10 11 15 -10 13 -8 -7 -9 -13
right_child=-2 -3 -4 4 -6 7 12 8 9 -11 -12 16 -14 -15 -16 -17 -18
leaf_value=0.00054131572771240195 -0.00095348523556783922 0.00057923303726634524 -0.00059904008317401662 -0.00031026949386350685 -0.00061204880460654742 -0.00061663996531094196 0.00064692305350647777 -0.00029174340612139385 0.00053573009762150929 0.0009617517133454302 0.00032015149023313844 -0.00039865245128952592 0.00086837766313793913 -0.00013789282462440191 1.411634896033497e-05 -0.00077219631320750871 -0.00010108986002801381
leaf_weight=0.0017302264442455089 0.0010259072465737947 0.0015469384240149658 0.0011522797910663461 0.0011608841337709119 0.0010291914067472345 0.0019118999957801553 0.0011696530666941611 0.0011415445415433878 0.0010145686176583624 0.0011540571841806013 0.0010371507731194995 0.0010150180720300828 0.0011004756685692452 0.0012613209259426661 0.0010233362389313284 0.0011477146661618351 0.0010085469539546921
leaf_count=288 135 216 345 149 292 657 248 56 39 173 32 56 150 116 503 429 26
internal_value=0 3.81341e-05 -5.78723e-06 3.23904e-05 -2.20477e-05 1.80433e-05 0.000251088 -8.65619e-05 3.45283e-05 0.00027357 -0.00026673 1.21593e-05 0.000435622 0.000239718 -0.000396734 -0.000532617 -0.000250347
internal_weight=0 0.0206048 0.0190579 0.0179056 0.0161754 0.0151462 0.00469233 0.0104538 0.0075186 0.00419219 0.00332641 0.00303813 0.00353145 0.00243097 0.00293524 0.00228926 0.00202357
internal_count=3910 3775 3559 3214 2926 2634 663 1971 811 294 517 121 514 364 1160 485 82
is_linear=0
shrinkage=0.00154607


Tree=2512
num_leaves=13
num_cat=0
split_feature=52 1 457 43 48 0 12 1 16 0 15 13
split_gain=4.87792e-05 7.98115e-05 9.92061e-05 8.58807e-05 0.000135844 0.000179777 8.09511e-05 0.000136118 0.000122218 8.05663e-05 0.000204175 4.18357e-05
threshold=-0.27466499999999994 0.13429500000000003 0.088055000000000008 -0.053009999999999995 0.086125000000000021 -0.19631499999999999 0.086765000000000023 0.095575000000000007 -0.088144999999999987 -0.077944999999999987 -0.089594999999999994 -0.0010249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 7 -7 -8 10 -2 -11
right_child=1 -3 -4 4 -6 6 8 -9 -10 11 -12 -13
leaf_value=-0.0016718030233981308 0.0022858056590558716 0.0027725217974082475 0.0025419956041243283 0.0030325751480874009 -0.0034071417845519367 -0.0039560707499871903 0.0023735315777095875 0.00030657264679444083 -0.0019747765944540178 0.0032415991122614666 -0.0035767436002096331 0.00070110268345025071
leaf_weight=0.0015083075209753232 0.001137416823799196 0.0010119580962350697 0.0012668051430873772 0.0012445306488626535 0.0016090183310337857 0.0016507849649467637 0.0012376498084535304 0.001214489814702225 0.0011787655708543757 0.0012139420322137082 0.0010833627064217909 0.0012078207756505144
leaf_count=425 313 251 171 78 242 439 254 89 568 292 650 138
internal_value=0 0.000151183 -3.76925e-05 -0.000293446 -0.000891985 -0.000271881 -0.00105051 -0.00214929 0.000252358 0.000755388 -0.000574121 0.00197456
internal_weight=0 0.0150565 0.0140446 0.0127778 0.00813524 0.00652622 0.00528169 0.00286527 0.00241642 0.00464254 0.00222078 0.00242176
internal_count=3910 3485 3234 3063 1670 1428 1350 528 822 1393 963 430
is_linear=0
shrinkage=0.00966451


Tree=2513
num_leaves=13
num_cat=0
split_feature=50 159 47 4 2 49 43 3 52 1 49 4
split_gain=4.72857e-05 0.000147589 8.33866e-05 0.000136324 8.22302e-05 8.77028e-05 7.16908e-05 0.000141997 0.000119869 0.000178221 9.78228e-05 8.54321e-05
threshold=0.10625000000000001 -0.026594999999999997 0.11926500000000002 0.28937500000000005 0.11835000000000002 0.0047850000000000011 -0.17307499999999998 -0.089974999999999986 0.086950000000000013 0.089175000000000018 -0.045004999999999996 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 9 11 -11 -9
right_child=-2 2 -4 -5 -6 -7 7 8 -10 10 -12 -13
leaf_value=0.0036288709358450535 -0.0021502742885831064 0.0016947248844526401 -0.0029999691593502343 0.0029450789158447211 -0.0030572878561888894 0.0027795772275745257 -0.0037000329664334457 0.0041768525278909662 -0.0033912199067882868 0.00066928593920579629 -0.003301079375042417 0.00070354346230879666
leaf_weight=0.0011699651378396488 0.0010225911782102233 0.0015131006403890724 0.0010106543034816224 0.001520978576822588 0.0010498713981276072 0.0010405164660325138 0.0014063490146592628 0.0012674384334189748 0.0010000074061472658 0.0011947487461441489 0.0014388283686302544 0.0018067533559070659
leaf_count=340 418 136 97 361 198 463 421 279 428 139 277 353
internal_value=0 0.000127117 -0.000160402 5.63746e-05 -0.000318587 -4.90566e-05 -0.000354777 -0.000736963 -0.000115727 0.000458143 -0.00149988 0.00213553
internal_weight=0 0.0154192 0.0142492 0.0132386 0.0117176 0.0106677 0.00962723 0.00811413 0.00670778 0.00570777 0.00263358 0.00307419
internal_count=3910 3492 3152 3055 2694 2496 2033 1897 1476 1048 416 632
is_linear=0
shrinkage=0.0102561


Tree=2514
num_leaves=18
num_cat=0
split_feature=14 403 403 11 3 403 159 160 39 39 13 12 2 43 15 15 15
split_gain=0.00040823 0.00018297 0.000278903 0.000135512 0.000255238 0.000153703 0.000133173 0.000139505 0.000138693 0.000144532 0.000123197 0.000146554 0.000226659 0.000129126 0.000105992 0.000324115 0.000100879
threshold=0.073890000000000011 0.088015000000000024 0.03138500000000001 0.087830000000000005 -0.15002999999999997 -1.0000000180025095e-35 0.10443500000000001 -0.217635 0.005105000000000001 0.11334500000000002 -0.083514999999999992 0.095295000000000019 0.091525000000000009 -0.078644999999999979 -0.076594999999999983 -0.03231499999999999 -0.10071499999999999
decision_type=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 10 -10 11 12 -9 -12 16 -16 -15
right_child=-2 -3 -4 -5 5 6 -8 8 9 -11 13 -13 -14 14 15 -17 -18
leaf_value=0.00093805624455811523 -0.0011188445676081279 -0.00063072405660383407 0.0010165694891627144 -0.00059339963454270309 -0.00064068632409950365 -0.00052540774321168206 -0.00056584186875559045 7.8838280115527524e-06 0.00097681735330374829 7.6949034035439599e-05 -0.00048364034528240583 -0.00015396807716109553 0.0011476830299042818 9.2639236890213654e-05 0.00098052146991544882 -0.00019033293640048228 -0.000602915948008828
leaf_weight=0.0010533871444015032 0.001041168078171186 0.0012454399557246558 0.0010015194465376595 0.0010606243136717089 0.0010845706152667776 0.0010584030329999381 0.0010288368834439543 0.0010592734621053144 0.0012564916060534117 0.0010970519283917575 0.0017647842420412873 0.0012129863843565458 0.0012458182691049945 0.0017515351038521754 0.0013361304784031331 0.0018499515546573485 0.0011228437642419324
leaf_count=117 135 336 123 127 890 257 265 291 243 74 274 43 133 94 108 312 88
internal_value=0 4.29191e-05 8.49014e-05 3.57469e-05 7.29797e-05 1.89588e-05 6.42849e-05 0.000108222 0.000157184 0.000557364 7.41539e-05 0.000355704 0.000623904 -5.24255e-05 7.31427e-05 0.000300682 -0.000179072
internal_weight=0 0.0212296 0.0199842 0.0189827 0.0179221 0.0168687 0.0157841 0.0147553 0.0136969 0.00235354 0.0113433 0.00351808 0.00230509 0.00782525 0.00606046 0.00318608 0.00287438
internal_count=3910 3775 3439 3316 3189 3072 2182 1917 1660 317 1343 467 424 876 602 420 182
is_linear=0
shrinkage=0.00181146


Tree=2515
num_leaves=17
num_cat=0
split_feature=14 124 12 376 48 12 43 13 2 457 0 52 0 4 4 1
split_gain=0.000306275 0.000154185 0.000296358 0.000178704 0.000178841 0.000182558 0.000241824 0.000290455 0.000275263 0.000267815 0.000182282 0.000180041 0.00032925 0.00021449 7.22453e-05 5.67651e-06
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 -0.051479999999999991 -0.17307499999999998 -0.10023999999999998 0.099990000000000009 0.082870000000000013 -0.19631499999999999 -0.091329999999999981 -0.083424999999999985 -0.0031049999999999997 0.0021050000000000005 0.10915500000000002
decision_type=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 -9 -12 13 -13 -11 -15
right_child=-2 -3 -4 -5 -6 6 7 9 -10 14 11 12 -14 15 -16 -17
leaf_value=-0.00052719765835624764 -0.00089433946387914795 0.0006473523095335131 -0.00085733288912070928 0.00070754060784883701 -0.00059789137093746783 0.00072880052002743652 2.1584901450111997e-05 0.00027300216638024742 0.0010844457677510781 0.00012107790288082027 0.00010854450055723871 0.00030772785233090203 -0.0010792348362216615 -0.00061815102997890472 0.00072795476074188523 -0.00044605040725549791
leaf_weight=0.001352205268526272 0.0010168935743536381 0.0010281535373183456 0.00103856412007891 0.0010298050821332281 0.0012341153123277193 0.0014928001786867944 0.0013960096873350753 0.0016628334258550473 0.0012372504410256557 0.0010168210702040112 0.0018418146863203909 0.0013658441546102757 0.0017026078994431186 0.0010114551638214495 0.0010984815408819314 0.0010530172182106057
leaf_count=270 138 40 173 185 88 135 113 81 112 118 492 600 962 308 67 28
internal_value=0 2.80803e-05 -4.5151e-06 4.33737e-05 4.21237e-06 4.99926e-05 0.000102448 3.25981e-05 0.000520975 -8.70001e-05 -0.000215137 -0.000331513 -0.000489416 -0.000196665 0.00043623 -0.000530368
internal_weight=0 0.0205618 0.0195336 0.0184951 0.0174653 0.0162311 0.0148789 0.0133861 0.00263326 0.0107529 0.00863757 0.00697474 0.00513292 0.00343032 0.0021153 0.00206447
internal_count=3910 3772 3732 3559 3374 3286 3016 2881 225 2656 2471 2390 1898 936 185 336
is_linear=0
shrinkage=0.0016407


Tree=2516
num_leaves=13
num_cat=0
split_feature=0 4 15 2 2 13 160 133 160 16 3 1
split_gain=4.93936e-05 0.000129742 9.23341e-05 8.03762e-05 0.000162474 0.000133993 0.000129803 9.8539e-05 0.00011742 9.53754e-05 5.80862e-05 0.000155178
threshold=1.0000000180025095e-35 -0.49837999999999999 0.10363000000000001 0.097940000000000013 0.11230000000000001 -0.073799999999999991 0.087260000000000018 -0.0056849999999999991 -0.079684999999999992 -0.15168999999999996 -0.08348499999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 -1 -9 -10 -11 -12
right_child=1 -3 -4 4 5 -7 -8 8 9 10 11 -13
leaf_value=-0.0025499481928781599 -0.001462821303663009 0.0029587730959767409 -0.003336840358803213 0.0041167686697789023 0.0024722413699010924 -0.0019191231977473086 -0.0041606308113174258 -0.0026742715771781831 0.0038334702474856763 0.0023547198924557403 -0.0035446908473953189 0.0020333336334900963
leaf_weight=0.0014847133114365019 0.0012096493932898873 0.0018173185516101001 0.0010053177959413245 0.0013460565852183052 0.001242718645480193 0.0019592411710808348 0.0010201712609977306 0.001036070157413845 0.0011470172602998326 0.0010416448513945438 0.0010506212725597589 0.0011358835689237387
leaf_count=729 155 239 338 315 249 259 240 394 108 393 387 104
internal_value=0 0.0011918 -0.000287079 -4.10948e-05 0.00106721 -0.000214782 -0.000677843 -0.000162608 0.000492421 0.00124232 0.000321635 -0.000646922
internal_weight=0 0.00302697 0.0134695 0.0124641 0.00454802 0.00320196 0.00791612 0.00689595 0.00541124 0.00437517 0.00322815 0.0021865
internal_count=3910 394 3516 3178 823 508 2355 2115 1386 992 884 491
is_linear=0
shrinkage=0.0104612


Tree=2517
num_leaves=18
num_cat=0
split_feature=14 11 3 124 0 157 0 4 4 124 12 12 52 15 16 13 2
split_gain=0.0002501 0.000189718 0.000296387 0.000179401 0.00022166 0.000188402 0.0002221 0.00022612 0.000208172 0.000167268 0.000163796 0.00017419 0.000193562 0.000174356 0.000137786 0.000120722 3.80367e-05
threshold=0.064610000000000015 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.10071499999999999 -0.056824999999999994 -0.11756999999999999 0.080255000000000007 0.0057500000000000008 1.0000000180025095e-35 0.10371500000000002 0.088325000000000015 0.083750000000000005 0.088345000000000021 -0.50388999999999984 -0.070604999999999987 0.087805000000000008
decision_type=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 10 11 12 16 15 -9 -13 -6
right_child=-2 -3 3 4 9 6 -8 14 -10 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.00071426404295082165 -0.00079148514205795023 -0.00062357077623617456 0.00047203791314239185 0.00075971209767964482 -0.00096759603466982293 -0.00022563282503463387 0.00052671522954697255 -6.1448702114151485e-05 0.00067533265247587384 0.00037869519368279931 -0.00091794331453453628 8.3127197919363995e-05 4.4967042349593482e-05 0.00049859483810651755 -0.00081038858797295808 -0.00063662956641329289 -0.00054132256563261432
leaf_weight=0.0015938965706966532 0.0010493339126046572 0.0011490541984926486 0.0018221366343284104 0.0010811048723624594 0.0011782514155599059 0.001407688569125487 0.0017939512687059934 0.0011645230323648892 0.0012551775976756829 0.001030755832591137 0.0010022768515841537 0.0013630283775866725 0.0011455007250938676 0.0012744453034095188 0.0013992816110702799 0.0010812141239709746 0.0010023541447568667
leaf_count=143 138 125 292 54 469 101 146 116 43 64 326 267 401 498 81 346 300
internal_value=0 1.25258e-05 4.80145e-05 -7.87177e-06 -5.8773e-05 0.000134632 3.83759e-05 -0.000129237 0.000199049 -0.000231382 -0.000309527 -0.000222967 -0.000490411 1.62433e-05 -0.000470208 -0.000235258 -0.000771652
internal_weight=0 0.0217446 0.0205956 0.0190017 0.0171796 0.00810173 0.00702062 0.00522667 0.00266287 0.00907783 0.00804707 0.00704479 0.00332611 0.00371869 0.0025638 0.00244424 0.00218061
internal_count=3910 3772 3647 3504 3212 541 487 341 144 2671 2607 2281 1170 1111 197 613 769
is_linear=0
shrinkage=0.00160853


Tree=2518
num_leaves=15
num_cat=0
split_feature=14 11 3 157 13 1 133 39 0 0 0 4 48 42
split_gain=0.000391006 0.000125255 0.000248127 0.000145835 9.92482e-05 0.000186652 0.000200881 0.000143572 0.000240051 0.000150507 0.000203242 0.000142958 0.000208487 8.521e-05
threshold=0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.08107499999999998 -0.083514999999999992 0.099595000000000017 0.083815000000000014 0.005105000000000001 -0.053834999999999994 -0.070894999999999986 -0.10131499999999999 0.26048500000000002 0.084905000000000022 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 13 8 9 10 11 12 -6 -5
right_child=-2 -3 3 4 7 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00071894012253659941 -0.0010159448038981405 -0.00050327539137870535 0.0005379273934236385 -4.4567851183474733e-05 0.00057628909773819309 0.00066395717510296421 0.00038035697232561828 0.00029899497541239698 -0.0008358289504561561 0.00048805128804692386 -0.00063352747259985231 -0.00040745034020852011 -0.00022709615224657419 -0.00071540320962990055
leaf_weight=0.0014452594687475269 0.0010011377746732128 0.0011033777711650919 0.001314781837158537 0.0010142676826596577 0.0017679153868939606 0.0014243182771145565 0.0017140332518690658 0.0018725748338085891 0.0013607876414441023 0.0010512838192937033 0.001914483778048896 0.001631742816834203 0.0017111561892815957 0.0010245864857159788
leaf_count=143 135 125 337 45 93 258 251 280 231 247 1181 113 72 399
internal_value=0 3.43249e-05 6.51437e-05 1.20649e-05 -2.98705e-05 0.000158277 -3.36412e-05 -0.000115996 -0.00019834 -9.09318e-05 -0.000177572 -6.77403e-06 0.00018115 -0.000381683
internal_weight=0 0.0203506 0.0192472 0.0178019 0.0164872 0.00517721 0.00375289 0.0113099 0.00943737 0.00807658 0.0070253 0.00511081 0.00347907 0.00203885
internal_count=3910 3775 3650 3507 3170 953 695 2217 1937 1706 1459 278 165 444
is_linear=0
shrinkage=0.0016407


Tree=2519
num_leaves=14
num_cat=0
split_feature=11 3 457 1 16 12 160 16 47 15 0 16 51
split_gain=5.47087e-05 7.71079e-05 8.73298e-05 7.43841e-05 0.000108881 0.000108331 0.000120899 9.05791e-05 8.12821e-05 7.1125e-05 6.49354e-05 5.72047e-05 4.963e-05
threshold=0.08184000000000001 -0.12008499999999998 -0.067474999999999993 0.085110000000000005 -0.110495 -1.0000000180025095e-35 -0.030424999999999997 -1.0000000180025095e-35 0.084155000000000021 0.083935000000000023 -0.042499999999999989 -0.072804999999999981 -0.004559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 8 -6 -7 9 -5 -4 -9 -8 -13
right_child=-2 2 3 4 5 6 11 10 -10 -11 -12 12 -14
leaf_value=0.002332471765517367 -0.0023555939714415917 -0.0033488205864057865 -0.0048429607939828026 0.0049470002423080677 0.0028312962311886365 -0.0043039014396064933 0.0018906118215436766 0.0025859567566712521 0.00063913075715285692 -0.00067810346393515851 -0.0012856964459283145 0.00066302197563196082 -0.0027502232303965287
leaf_weight=0.0018462921019720057 0.0011927708309117995 0.0010034083167573876 0.0010523081695115637 0.0011702688054972149 0.001307227251352721 0.0010191948839257392 0.0014119672336547198 0.0010372141611019129 0.001079795230327613 0.0010507176214324555 0.0011958913716759133 0.0010988032146247301 0.0010861686759044576
leaf_count=219 224 277 642 245 230 201 248 330 101 763 86 127 217
internal_value=0 0.000161918 -0.000134648 0.000123165 0.000759154 -4.63521e-05 -0.000861264 -0.00107565 0.00287967 -0.00276211 0.000512577 0.00011421 -0.00103373
internal_weight=0 0.0153593 0.013513 0.0125096 0.00817343 0.00592336 0.00461613 0.00433613 0.00225006 0.00210303 0.00223311 0.00359694 0.00218497
internal_count=3910 3686 3467 3190 1369 1023 793 1821 346 1405 416 592 344
is_linear=0
shrinkage=0.0113235


Tree=2520
num_leaves=19
num_cat=0
split_feature=1213 14 11 157 13 132 39 52 42 52 2 0 1 133 2 4 4 2
split_gain=0.00053866 0.000400627 0.00020204 0.000181942 0.000165395 0.000215879 0.000204196 0.000187466 0.00017051 0.000168923 0.000284634 0.000205884 0.000149424 0.000164215 0.000131717 0.000187692 0.0001747 7.70821e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.077534999999999979 -0.083514999999999992 0.079995000000000011 0.005105000000000001 0.10062000000000001 -0.089024999999999979 0.10701500000000001 0.11203000000000002 -0.230625 0.08844500000000001 0.084285000000000013 0.092450000000000018 -1.0000000180025095e-35 0.08734500000000002 0.086465000000000014
decision_type=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 9 12 -8 10 11 -6 13 -5 15 17 -17 -13
right_child=1 -3 -4 4 5 -7 8 -9 -10 -11 -12 14 -14 -15 -16 16 -18 -19
leaf_value=-0.0013004286638866175 0.00068457319259284494 -0.0010473681542609687 -0.00060904856889290571 -0.00027774222038918226 0.00058300664559973931 0.00073186112601539787 -9.1093247792091726e-05 -0.00019416123957744367 0.00092973386712590339 0.00028013665515353939 -0.0010135659045474397 -9.0060683498963023e-05 0.00093249952240993979 0.00068399777733444496 -0.00083991119839982331 -0.0010393501338543882 -1.9197132467302911e-05 0.00055716142373621281
leaf_weight=0.0010017248532922995 0.0016826367021697186 0.0010375120187901812 0.0012545915370978369 0.0010475223016547142 0.0010015843635975399 0.0010659765977453035 0.0010599164075221212 0.0015331811606302398 0.0010057569048036842 0.0018265952608058642 0.0015088265535465328 0.0013535109110057245 0.0017124435702295993 0.0012030526380295403 0.0011071035369525604 0.0010816769789904835 0.0010370356451884222 0.0010160327495975056
leaf_count=592 411 119 125 148 47 184 37 170 214 327 169 356 241 168 234 131 32 205
internal_value=0 3.0505e-05 8.25254e-05 0.000125387 7.46922e-05 -3.40484e-05 -0.000102096 0.00033316 0.000405938 -0.000207754 -0.000317698 -0.000158542 0.000537166 0.000236359 -0.000291281 -0.000155952 -0.000540021 0.000187461
internal_weight=0 0.022535 0.0214974 0.0202429 0.0185602 0.013064 0.011998 0.0054962 0.00206567 0.00993237 0.00810577 0.00659694 0.00396302 0.00225057 0.00559536 0.00448826 0.00211871 0.00236954
internal_count=3910 3318 3199 3074 2663 1936 1752 727 251 1501 1174 1005 557 316 958 724 163 561
is_linear=0
shrinkage=0.00177594


Tree=2521
num_leaves=19
num_cat=0
split_feature=14 403 403 0 4 42 12 41 157 160 483 3 457 2 2 1 4 2
split_gain=0.000659804 0.000221451 0.000314764 0.000255697 0.000272656 0.000186139 0.000344505 0.000170538 0.000189485 0.000320434 0.000258091 0.000244897 0.000294702 0.000239343 0.000241279 0.000251004 0.000175112 0.000251544
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 0.18055000000000002 -0.48072499999999996 -1.0000000180025095e-35 0.051320000000000005 0.080335000000000018 -0.077534999999999979 -1.0000000180025095e-35 0.083090000000000011 -0.11266 -0.0034949999999999994 0.11339500000000001 0.086875000000000022 0.095575000000000007 0.028075000000000006 0.090905000000000014
decision_type=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 -10 -11 -13 14 15 -14 17 -16
right_child=-2 -3 -4 -5 5 7 -8 -9 9 11 -12 12 13 -15 16 -17 -18 -19
leaf_value=-0.000931509061127623 -0.0014128751503225958 -0.0006651249295183707 0.0010528322404395015 0.00090002050589504121 0.00019475530921370977 0.00075523483144677235 -0.0012122094461134399 -0.00061561847244122174 -0.001097593265017035 0.000920529772205691 0.00010916936448423714 -0.00074850040812178998 -0.00065044891668727533 -0.00035929776070293371 0.0011296888281740953 0.00041572459721366098 0.001265915932810563 3.0123954019475008e-05
leaf_weight=0.0010027444078748544 0.001073306064264117 0.0013750599546325645 0.0010483489530096471 0.0010649417472214191 0.001257838434834061 0.0015435840917987801 0.0010459223880439003 0.001008682856581288 0.0012279095291120746 0.001399207182890363 0.0011047931578322583 0.0011566964612545793 0.0012161741843397678 0.0018383165721707426 0.0010704814767278498 0.0017925390346456571 0.0011335310882004679 0.0018846278055536375
leaf_count=186 126 337 123 35 117 322 691 96 380 77 261 109 284 234 87 192 81 172
internal_value=0 3.99293e-05 8.44089e-05 3.54767e-05 -1.12991e-05 3.80971e-05 -0.000444016 0.000105918 0.000153277 8.60636e-05 -0.000526057 0.00021032 0.000111856 0.000223227 0.000374109 -1.52413e-05 0.00066062 0.000428439
internal_weight=0 0.0231714 0.0217963 0.020748 0.019683 0.0186803 0.00230376 0.0163765 0.0153679 0.0138243 0.0023327 0.0114916 0.0100924 0.00893567 0.00709735 0.00300871 0.00408864 0.00295511
internal_count=3910 3784 3447 3324 3289 3103 808 2295 2199 1877 641 1236 1159 1050 816 476 340 259
is_linear=0
shrinkage=0.00181146


Tree=2522
num_leaves=13
num_cat=0
split_feature=41 42 43 16 15 474 160 133 2 1 160 2
split_gain=4.85678e-05 6.93987e-05 0.000107818 8.89553e-05 0.00015751 0.000113441 0.000152703 0.000157287 0.000137422 0.000190356 0.000191112 0.000225881
threshold=0.078535000000000008 -0.10770999999999999 -0.17307499999999998 0.15737500000000001 -0.0039399999999999991 0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.11230000000000001 0.09832500000000001 0.087825000000000014 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -8 9 10 11 -9
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0023462969390562953 -0.0020633015662906294 0.002703900121073341 -0.00243998637184294 0.0011207375530423854 -0.0036963316933657626 0.003346490729019901 -0.0024158222710006557 -0.0002905879725255033 -0.0010836792086746302 0.005523385406812284 -0.002240161197875859 0.0057344669338881956
leaf_weight=0.0010025152273528152 0.0010194633770143338 0.0015368488052654372 0.0018477551483862629 0.0011186923424980049 0.0014633933525856528 0.0010886266443211482 0.0012909491236771905 0.0012138674912190494 0.0016770780453750338 0.0011657424354231619 0.0011365340545141239 0.0011150737234446872
leaf_count=216 195 150 735 318 205 304 667 272 238 233 164 213
internal_value=0 0.000113736 0.000282026 -1.71676e-06 -0.00160933 0.000392279 5.18501e-05 0.00065774 0.00128672 0.0021451 0.00100869 0.00259415
internal_weight=0 0.0156571 0.0146546 0.0131177 0.00258209 0.0105356 0.009447 0.00759924 0.0063083 0.00463122 0.00346548 0.00232894
internal_count=3910 3715 3499 3349 523 2826 2522 1787 1120 882 649 485
is_linear=0
shrinkage=0.00966451


Tree=2523
num_leaves=13
num_cat=0
split_feature=1 42 0 49 49 47 42 475 12 15 16 52
split_gain=5.43784e-05 0.000156879 9.65033e-05 0.000152147 9.40401e-05 6.98153e-05 8.94294e-05 0.000144179 0.000162883 0.00013586 5.72695e-05 5.70331e-05
threshold=0.12263000000000002 0.091955000000000023 0.047345000000000005 -0.091004999999999989 0.084840000000000013 0.086425000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088325000000000015 -0.073314999999999991 -0.061204999999999989 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 -9 -2 -4
right_child=10 -3 11 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0040576514145105914 0.0031389416089804951 -0.003175301334382622 0.0038879747302772716 -0.0018495900287520493 -0.002705958120009662 -0.0018980334480600447 -0.0019113849811875161 0.0033322561580214462 0.0054561266609700872 -0.00075036962158408138 0.00011997145316811339 0.00044890887033965905
leaf_weight=0.0010090065395017738 0.0010786405347130608 0.0017244104666697705 0.0010164796807183253 0.0010441492333108345 0.0010730478671387546 0.0010761048873312255 0.0011096136097029936 0.0015501532422050645 0.0012013100236484761 0.0019184773546310919 0.0017068040227684799 0.0010124571441312291
leaf_count=145 239 715 187 678 526 186 220 180 181 448 155 50
internal_value=0 -0.000282557 0.000132759 -0.000281712 0.000142896 0.000529862 0.000912744 0.00141179 0.00220141 0.00107418 0.00128904 0.00217185
internal_weight=0 0.0137352 0.0120108 0.00998186 0.00897286 0.00789981 0.0068237 0.00577955 0.00466994 0.00346863 0.00278544 0.00202894
internal_count=3910 3516 2801 2564 2419 1893 1707 1029 809 628 394 237
is_linear=0
shrinkage=0.0102561


Tree=2524
num_leaves=17
num_cat=0
split_feature=14 11 403 403 3 39 13 0 0 0 13 39 4 52 2 1
split_gain=0.000430795 0.000167945 0.000219635 0.000247297 0.000244332 0.000184489 0.00027899 0.000295796 0.000193489 0.000314213 0.000182656 0.000157631 0.000149652 0.000271058 0.00014311 9.31187e-05
threshold=0.073890000000000011 0.088315000000000018 0.088015000000000024 0.010605000000000002 -0.15002999999999997 0.005105000000000001 -0.10023999999999998 -0.053834999999999994 -0.070894999999999986 -0.10131499999999999 -0.076384999999999995 0.097470000000000015 0.080255000000000007 -0.010284999999999997 0.10679500000000001 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 14 8 9 12 -11 -7 13 -8 -6 -14
right_child=-2 -3 -4 -5 5 11 7 -9 -10 10 -12 -13 15 -15 -16 -17
leaf_value=0.00084749815297924225 -0.001110287425073703 -0.00062325713671777209 -0.00065099596720749652 0.00094858321176636087 9.4415623673076762e-05 0.00084803604485430423 -0.00016882079448387704 -0.00094964287013034831 0.00056724460054696421 -0.00026517666684861387 -0.0012891712360680486 2.0197779775424437e-05 -0.00063793352841478353 0.00080965140466274525 0.00086120619265144687 -2.7261830501567913e-06
leaf_weight=0.0011299422369359961 0.0010573127811266949 0.0011360973487617434 0.0012217560600849614 0.0010107833975395849 0.0019080038534982609 0.0013493500689695324 0.0020003808680115753 0.0013921107317449036 0.0011868610734790267 0.0010822555747353126 0.0010312800018311267 0.0014429138377858213 0.0012677508273773036 0.0015032309072125606 0.0012031354723950269 0.0015611705984797108
leaf_count=126 135 125 335 138 92 244 85 233 239 850 776 176 124 60 118 54
internal_value=0 2.81826e-05 6.4657e-05 0.000110509 6.3599e-05 1.12752e-05 -6.95074e-05 -0.000199443 -9.10268e-05 -0.000183529 -0.000764825 0.000420247 1.0484e-05 0.000250994 0.000390948 -0.000287388
internal_weight=0 0.021427 0.0202909 0.0190692 0.0180584 0.0169284 0.0141362 0.011025 0.00963293 0.00844607 0.00211354 0.00279226 0.00633253 0.00350361 0.00311114 0.00282892
internal_count=3910 3775 3650 3315 3177 3051 2631 2421 2188 1949 1626 420 323 145 210 178
is_linear=0
shrinkage=0.00174112


Tree=2525
num_leaves=18
num_cat=0
split_feature=1213 14 157 124 40 13 132 1 12 42 160 13 52 13 151 4 1
split_gain=0.00056689 0.000411886 0.000188247 0.000217146 0.000180493 0.000221597 0.000248177 0.00015676 0.000154092 0.00019201 0.00012068 0.000153263 0.000193414 0.000258967 0.000312499 0.000164162 0.000306087
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.077534999999999979 0.11158000000000001 -0.081844999999999987 -0.083514999999999992 0.079995000000000011 0.11649500000000002 0.092365000000000017 0.083725000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10433000000000002 0.16421000000000002 -0.0088999999999999982 0.05309500000000001 0.088315000000000018
decision_type=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 10 8 9 -6 -7 -12 13 14 -13 16 -16
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18
leaf_value=-0.0012465910789924255 0.00059620658923175459 -0.00099665843177494488 -0.00063670738718265738 0.00074718578968379897 -0.00012192818422318635 -0.00054031302395818554 0.00068210208425388411 0.0009151843384192337 -0.00028476885172652543 0.00077538015272086134 -0.00053131276100614432 -0.00059510389771146499 0.00068212130755138469 -0.00074096607806164354 0.00064780811120990797 0.00081251558642367002 -0.00055552752015775183
leaf_weight=0.0010053860580556918 0.0018596598266060116 0.0010287272653694271 0.0011842592743755943 0.0011423703445680644 0.0011286968539205664 0.0019187970924269592 0.0010789672124231634 0.0010275115305289082 0.0013268124313998431 0.0016358567528141077 0.0017071003271335195 0.0013717380168389963 0.001072625902644786 0.001336712158932496 0.0012478454462056384 0.0013231915105212889 0.0011264004377320447
leaf_count=592 429 119 160 38 116 462 176 174 75 355 640 104 43 95 104 87 141
internal_value=0 3.77987e-05 8.73216e-05 3.91094e-05 -4.64609e-06 3.86156e-05 -8.41459e-05 0.000330799 0.000184035 0.000409032 -0.000158599 -7.88621e-05 2.44176e-05 -8.57107e-05 8.70763e-05 0.000340163 7.69162e-05
internal_weight=0 0.0225173 0.0214885 0.0196289 0.0184865 0.0173023 0.0121834 0.00511888 0.00409137 0.00276455 0.0111044 0.00918561 0.00747851 0.00640589 0.00506918 0.00369744 0.00237425
internal_count=3910 3318 3199 2770 2732 2572 1852 720 546 471 1676 1214 574 531 436 332 245
is_linear=0
shrinkage=0.00167351


Tree=2526
num_leaves=19
num_cat=0
split_feature=14 124 12 376 48 1 14 2 2 42 2 160 151 13 1 12 13 4
split_gain=0.000300027 0.000160949 0.000253128 0.000200422 0.00019519 0.000205515 0.000199798 0.000384175 0.000170895 0.000137484 0.000138491 0.000181694 0.000208177 0.000132403 0.000157878 0.000131639 0.000130757 0.000111023
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 0.10752500000000002 -0.24487499999999998 0.11125500000000001 0.11230000000000001 -1.0000000180025095e-35 0.097940000000000013 0.090735000000000024 -0.081989999999999993 -0.032264999999999995 0.089175000000000018 0.097345000000000015 -0.09547499999999999 -0.071454999999999991
decision_type=2 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 15 9 -1 11 12 -11 16 -15 -8 -14 -12
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 17 -13 13 14 -16 -17 -18 -19
leaf_value=-0.00048991288049890687 -0.0008809620430155964 0.00064370967777551487 -0.00080266775555266781 0.00073428449176192836 -0.00064232163198571783 -0.00026330738877201919 -0.00032604940897105751 0.0012357634541104131 -0.00065503012512134516 0.00074589132742399215 7.7206359428450591e-05 -0.0006883504380926906 3.3366595816306847e-05 0.00045967436667982434 -0.00034196445241157158 0.00050971971407549779 -0.00076868962417445976 0.00080980565594070499
leaf_weight=0.0013616253327026285 0.0010247949180304102 0.0010847738171900273 0.0010166561959852249 0.0010502555564951476 0.00119974532373606 0.0010961673914042548 0.001003181702617993 0.001312149086285172 0.0012051355185839331 0.0010028229967033757 0.0011751495839806836 0.0010106407566078945 0.0010723672898244841 0.0017775515515098348 0.0010531558337696367 0.0010263038726342211 0.0011171846826439277 0.0010583476039234124
leaf_count=792 138 40 173 185 88 97 150 183 190 204 119 163 116 140 52 56 857 167
internal_value=0 2.85755e-05 -5.57674e-06 3.81754e-05 -3.6694e-06 4.34195e-05 0.000344521 0.000543909 -6.94952e-05 -3.10522e-06 6.8421e-05 -4.46011e-05 6.34165e-05 -7.29114e-05 0.000161427 9.65962e-05 -0.00037587 0.00042435
internal_weight=0 0.0206232 0.0195384 0.0185218 0.0174715 0.0162718 0.0044378 0.00334163 0.011834 0.0106288 0.00926722 0.00703372 0.00602308 0.00502026 0.00283071 0.00202949 0.00218955 0.0022335
internal_count=3910 3772 3732 3559 3374 3286 486 389 2800 2610 1818 1532 1369 1165 192 206 973 286
is_linear=0
shrinkage=0.0016407


Tree=2527
num_leaves=13
num_cat=0
split_feature=124 133 50 3 47 4 12 16 1 3 0 1
split_gain=5.06249e-05 0.000109295 9.32337e-05 9.67577e-05 0.000108793 0.000126918 0.000116605 9.14312e-05 0.000137489 0.000117024 0.000183445 0.000112805
threshold=1.0000000180025095e-35 0.099765000000000006 0.086465000000000014 -0.15464999999999998 0.10887000000000001 0.26450500000000005 0.098355000000000012 -0.094359999999999986 0.095575000000000007 0.088060000000000013 -0.084074999999999997 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 11 9 10 -9 -5
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0038937761395214988 0.0025047799561303246 -0.0037093086993651267 -0.0025710731643213049 0.0008786100783429627 -0.003317986115945107 0.0037057014345549442 -0.0037612389260359386 -0.0048952100596141206 0.0038206451011280505 0.0033717548061989464 0.0011155932588276219 -0.0043707801169803624
leaf_weight=0.0010249171853589012 0.0010312778806671535 0.0011359051227654024 0.001628082299660342 0.0012258115064102664 0.0011527469611059661 0.0014705084578387683 0.0010279430633518159 0.0011498740852460333 0.001910985872592745 0.0010453266857690657 0.0018202189049637131 0.0010590155029373272
leaf_count=204 100 592 558 205 153 314 221 589 262 74 566 72
internal_value=0 -0.000190054 8.53455e-05 0.000420936 0.000120881 0.000491027 -2.06209e-05 0.000447657 0.00121955 -1.83458e-05 -0.00121149 -0.00155448
internal_weight=0 0.0156513 0.0145154 0.0128873 0.0118624 0.0107097 0.00923918 0.00821123 0.00592641 0.00401542 0.00297009 0.00228483
internal_count=3910 3810 3218 2660 2456 2303 1989 1768 1491 1229 1155 277
is_linear=0
shrinkage=0.011781


Tree=2528
num_leaves=13
num_cat=0
split_feature=52 376 48 457 2 49 48 4 1 3 13 52
split_gain=4.92664e-05 9.25127e-05 7.71394e-05 0.000138006 0.000136581 0.000130558 0.00017399 0.000149592 0.000120329 0.000329005 7.85289e-05 4.99686e-05
threshold=-0.27466499999999994 0.048375000000000008 0.12738500000000003 0.088055000000000008 0.11542500000000001 0.0047850000000000011 0.085760000000000017 -0.08422499999999998 0.096035000000000023 -0.075404999999999986 -0.0038299999999999996 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 11 10 -10 -9 -2
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=-0.0018396399196228287 -0.0047354216982841068 0.0027489486259558442 -0.0029547280336862975 0.0038527157274178764 0.0024383973056222134 0.0029235923804319698 -0.0052445524130719668 -0.00031021864814110162 0.0025590227336962667 -0.0057401373221238981 0.0029544179823387333 -0.0014032359410836922
leaf_weight=0.00153603521048156 0.0010144855778533774 0.001429314933353268 0.0010017299465152627 0.0010359644634329772 0.0018569098861566527 0.0010035385152785238 0.0010362836903397791 0.0014632271914012964 0.0010732718554196108 0.0011026035911364065 0.0019662334151580004 0.001035283112941559
leaf_count=425 244 200 95 167 344 461 232 927 124 188 206 297
internal_value=0 0.000166681 -0.000104916 0.00012187 -0.000212711 -0.000720489 -0.00114125 -0.000585776 0.000316232 -0.0016465 0.00156152 -0.00305242
internal_weight=0 0.0150188 0.0135895 0.0125878 0.0115518 0.00969493 0.00869139 0.0076551 0.00560534 0.00217588 0.00342946 0.00204977
internal_count=3910 3485 3285 3190 3023 2679 2218 1986 1445 312 1133 541
is_linear=0
shrinkage=0.0106704


Tree=2529
num_leaves=13
num_cat=0
split_feature=1 13 43 131 42 133 49 48 0 3 51 2
split_gain=5.19299e-05 9.60212e-05 0.00012266 0.000106997 8.46186e-05 0.000121678 7.53207e-05 0.000128752 0.000142681 0.00014935 5.86561e-05 5.33759e-05
threshold=0.12730000000000002 0.17936000000000002 -0.15109999999999998 1.0000000180025095e-35 0.086325000000000013 0.065880000000000008 0.0047850000000000011 0.086125000000000021 -0.22851499999999997 0.045635000000000002 -0.025709999999999997 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 11 -2 -10
right_child=10 -3 3 -5 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.0043990310678837484 -0.00023796380490394213 -0.0040428525927816662 0.0048061004720440018 -0.0041952519408464967 -0.0029449462423087724 0.0039633518145087906 0.0030824622141859856 -0.0044713409813431897 -0.00055495142975313827 -0.0040316603027409368 0.0041697378337659814 0.0033681980730671328
leaf_weight=0.0010698920406153585 0.0011374499304821553 0.0011669636970092706 0.001008834566941676 0.0012120234474264193 0.0014916333267358207 0.0015684286675526132 0.001113329798487276 0.0013373802633369035 0.0014358453780879453 0.0016534458737025443 0.0010758986278463041 0.001138813757985354
leaf_count=139 92 178 63 528 997 463 237 143 344 143 253 330
internal_value=0 -0.000323979 9.09214e-06 -0.000383622 4.62166e-05 0.000528248 -0.00017258 -0.000723806 0.000233219 -0.00085788 0.0019046 0.00118032
internal_weight=0 0.0141966 0.0130296 0.0119597 0.0107477 0.00925608 0.00768765 0.00657432 0.00523694 0.00422811 0.00221335 0.00257466
internal_count=3910 3565 3387 3248 2720 1723 1260 1023 880 817 345 674
is_linear=0
shrinkage=0.0135326


Tree=2530
num_leaves=19
num_cat=0
split_feature=14 403 403 0 147 52 12 133 13 12 2 2 48 150 4 4 12 15
split_gain=0.000474562 0.000252765 0.000358728 0.000345041 0.000201507 0.000284212 0.000445694 0.000262519 0.000254454 0.000245671 0.000226564 0.000152362 0.000319922 0.000412531 0.000207441 0.000250545 0.000184399 0.000158707
threshold=0.077685000000000018 0.088015000000000024 0.03138500000000001 0.18055000000000002 0.088565000000000019 0.10701500000000001 1.0000000180025095e-35 -0.0056849999999999991 -0.083514999999999992 0.092475000000000016 0.10066500000000002 0.11230000000000001 0.095825000000000007 0.087235000000000021 -0.034289999999999994 -1.0000000180025095e-35 0.082275000000000015 -0.10071499999999999
decision_type=2 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 10 -9 12 13 14 16 -16 -10 -17
right_child=-2 -3 -4 -5 -6 6 -8 8 11 -11 -12 -13 -14 -15 15 17 -18 -19
leaf_value=-0.00076174325012035656 -0.0011489283458776338 -0.00069024859885528781 0.00098298461916297816 0.00095884268606669272 0.00071138482844359001 -1.7173388905087973e-05 -0.0013677789452327398 0.00030851829993743142 0.00013885862962772033 -0.00019931042982555673 0.0012640646951181873 -0.00052031033786256232 0.00091396748983775316 -0.00096704379266170635 0.000921558341174028 0.00051543770635624454 -0.00085201272940076795 -0.00029612739800274711
leaf_weight=0.0011737677763793792 0.0010513493253741782 0.0013634925484582719 0.0011794700887344097 0.0010724809644119182 0.0010011854395693331 0.0017707502654920612 0.001190614170160963 0.0017886879202339123 0.0011278516985432207 0.001276147992593013 0.0012135346398283375 0.0017826685587574468 0.0010441658521310737 0.0013067410783002692 0.0013218773894006497 0.0011652094956829838 0.0010630477896432537 0.0017665951558255098
leaf_count=569 126 337 123 35 147 125 472 434 107 55 122 232 82 103 140 83 463 155
internal_value=0 2.31667e-05 6.68954e-05 1.56026e-05 -3.49959e-05 -7.43429e-05 -0.000560183 1.5409e-05 7.68094e-05 0.000428079 0.000694762 -6.52627e-05 2.69664e-05 -9.25199e-05 8.48037e-05 0.000304593 -0.000341923 2.64191e-05
internal_weight=0 0.0236083 0.0222448 0.0210653 0.0199928 0.0189917 0.00296136 0.0160303 0.0148565 0.00427837 0.00300222 0.0105782 0.00879549 0.00775132 0.00644458 0.00425368 0.0021909 0.0029318
internal_count=3910 3784 3447 3324 3289 3142 597 2545 1976 611 556 1365 1133 1051 948 378 570 238
is_linear=0
shrinkage=0.00170698


Tree=2531
num_leaves=12
num_cat=0
split_feature=11 3 1 2 13 12 0 52 4 4 52
split_gain=4.86778e-05 6.28903e-05 9.18652e-05 0.00011279 0.00010103 0.000127506 0.000110616 0.000174626 0.000178263 7.27185e-05 0.000130716
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 0.10393500000000001 -0.094679999999999986 -1.0000000180025095e-35 -0.10131499999999999 -0.074484999999999982 0.056740000000000006 -0.0031049999999999997 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 -6 7 -7 -9 10 -3
right_child=-2 2 4 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.0020825546584318753 -0.002198435442140352 -0.0042666604926500261 0.0035159723709404355 -0.0045964805094307172 0.0029802222507674912 -0.0034088908059435171 -0.002951054497788074 0.0055568924437897323 -0.00029762527042911523 0.0014424746708290173 0.00078926907295235476
leaf_weight=0.0018232067304288441 0.0011735741132473032 0.0012046119699117923 0.0012469125620098286 0.0010178987044337671 0.0014867534319822229 0.001071698695708001 0.0017927868696707497 0.0010191518465560989 0.0017273663198064115 0.0015343966050697976 0.0013216762668683819
leaf_count=219 224 689 212 335 322 36 619 39 112 398 705
internal_value=0 0.00014792 -0.000114851 -0.00129208 0.000601613 8.96268e-05 -0.000676297 0.000391781 0.00187481 -0.00046376 -0.00162155
internal_weight=0 0.0152465 0.0134233 0.00507858 0.00834467 0.00709776 0.005611 0.00381822 0.00274652 0.00406068 0.00252629
internal_count=3910 3686 3467 2127 1340 1128 806 187 151 1792 1394
is_linear=0
shrinkage=0.0111015


Tree=2532
num_leaves=19
num_cat=0
split_feature=1213 14 11 13 132 52 2 39 133 15 52 4 52 2 4 52 15 12
split_gain=0.000615703 0.000373552 0.000223909 0.000199269 0.00029481 0.000201767 0.000223977 0.000161691 0.00029598 0.000182573 0.000147865 0.000177188 0.000233286 0.000203649 0.000222271 0.000134068 0.000129401 7.63994e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.091229999999999992 0.079995000000000011 0.10062000000000001 0.099990000000000009 0.005105000000000001 0.084285000000000013 -0.017214999999999998 0.071660000000000015 -0.032604999999999995 -0.081429999999999989 0.11230000000000001 0.0057500000000000008 0.28122000000000008 -0.095799999999999982 0.081660000000000024
decision_type=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 -2 8 10 -9 11 -5 -13 14 -14 17 -16 -12
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 15 12 13 -15 16 -17 -18 -19
leaf_value=-0.0012925744054733479 0.00022391849029622127 -0.00097978877909225002 -0.00062041494496703194 -0.00071554795816959193 0.00079129323799290944 -0.00015922336879978726 0.0010789952019400792 -8.6564080342877553e-05 -0.00096646991376879291 0.00089016234950244294 0.00081450856206034003 0.00057307448219961793 -0.00062375093503794438 -0.00088435727158394425 -0.00010826237223516315 -0.00023494166698140577 0.00065230598066769738 0.00017569390407962972
leaf_weight=0.0010611684584591356 0.0018464085795239669 0.0010046911145901441 0.0012365900660702414 0.0013782201879004473 0.001366277119509156 0.0012510415043597012 0.0017278754393741658 0.0011601648106317856 0.0010875276162890602 0.0010737078519014185 0.0011573758170255743 0.0014060862896053605 0.0012613467135545089 0.0010443406494260524 0.0013893415901556202 0.0010237004903524416 0.0012278468228170284 0.0010318354565298921
leaf_count=592 155 119 125 338 234 104 160 270 807 57 49 140 141 72 66 182 85 214
internal_value=0 3.77389e-05 8.49154e-05 0.000127601 3.38722e-05 0.000430773 0.000637278 -3.8792e-05 -0.000117242 0.000382898 -3.26681e-05 -0.000160916 -4.0137e-05 -0.000215284 -3.51287e-05 0.000274975 0.000248556 0.000513418
internal_weight=0 0.0226744 0.0216697 0.0204331 0.0156078 0.00482533 0.00357428 0.0142415 0.0120076 0.00223387 0.0109201 0.00770718 0.00632896 0.00492288 0.00387854 0.00321291 0.00261719 0.00218921
internal_count=3910 3318 3199 3074 2655 419 315 2421 2094 327 1287 842 504 364 292 445 151 263
is_linear=0
shrinkage=0.00170698


Tree=2533
num_leaves=13
num_cat=0
split_feature=484 52 52 0 1 124 13 13 0 3 13 2
split_gain=4.99728e-05 6.48381e-05 0.00011532 0.000143178 0.000164487 7.60309e-05 0.000139768 0.000214398 0.000129039 0.000112803 0.000135636 2.84605e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.24456499999999998 -0.15007499999999999 1.0000000180025095e-35 -0.013479999999999999 -0.094679999999999986 -0.0038299999999999996 -0.086224999999999982 0.090325000000000003 0.0024700000000000004 0.087245000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 8 -8 -7 10 -9 -12
right_child=1 5 3 4 -6 6 7 9 -10 -11 11 -13
leaf_value=-0.0018631637068039569 -0.00097918353570827354 -0.0026657174519118315 -0.00050050533659243225 0.00059221508098372027 0.005482580501290679 0.00012803913171962085 -0.0041234877369533234 0.0031847284730148018 0.0042825432929654078 -0.0020277134675349196 0.00059236683846265932 -0.0015523106573415942
leaf_weight=0.0011315426441093094 0.0017841372715354901 0.001026898879883738 0.0013562863330438546 0.0010570101663719246 0.0012391901220302273 0.0016260963918967725 0.0012741861891310139 0.0013790971547008807 0.0010022609465063226 0.0014863391929909042 0.0010005523863594306 0.0010535718353138143
leaf_count=612 403 145 59 169 362 230 1206 150 71 122 135 246
internal_value=0 0.000120272 0.000918605 0.00184562 0.0032314 -0.000320406 -4.74102e-05 -0.000794138 0.00171226 6.81775e-05 0.000975548 -0.00050765
internal_weight=0 0.0152856 0.00543662 0.00365249 0.0022962 0.009849 0.0088221 0.00619375 0.00262836 0.00491956 0.00343322 0.00205412
internal_count=3910 3298 993 590 531 2305 2160 1859 301 653 531 381
is_linear=0
shrinkage=0.00910708


Tree=2534
num_leaves=14
num_cat=0
split_feature=1 52 0 4 12 0 2 49 3 2 15 4 49
split_gain=5.36035e-05 0.000101612 9.70448e-05 0.000141862 0.000113985 8.24027e-05 8.43026e-05 0.000121116 0.000101299 7.03276e-05 0.00012771 6.17289e-05 5.56387e-05
threshold=0.10786000000000001 0.11401500000000002 -0.077944999999999987 -0.49837999999999999 0.086935000000000012 -0.035699999999999989 0.11542500000000001 0.059130000000000009 -0.074234999999999982 0.081110000000000015 -0.0071449999999999994 -0.14301 -0.047894999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 6 8 -8 -2 -1 12 -5 -11
right_child=5 -3 3 11 -6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0029530466198727577 0.0017247149382141694 -0.0041045034039031651 -0.0024894223730376618 0.0047545717723675102 -0.0041320997502196566 0.0040699122767059977 0.005132611923946144 -0.0008803470051950451 -0.0032725978543432011 0.00067881164645040262 0.0036348426625328447 0.0010321397545837341 -0.0032743943028104819
leaf_weight=0.0010361549168591139 0.0010246223276215716 0.0010730613404624232 0.0010056995983149797 0.0013504813146800188 0.0014157763452917966 0.0010383957042863559 0.0010025351943441624 0.0010105153998947536 0.0015037328644999849 0.0011406406171820729 0.0013510979916253009 0.0013267916711910211 0.0010071097127001194
leaf_count=143 88 500 142 106 894 178 226 80 180 148 338 522 365
internal_value=0 -0.000526759 -0.00012825 0.00143547 -0.00109604 0.000954921 0.000242676 0.00211421 -0.00124742 -0.00014822 0.000682406 0.00290982 -0.0011749
internal_weight=0 0.0107068 0.00963375 0.00368297 0.00595078 0.0055798 0.00454141 0.00201305 0.00252836 0.004535 0.00349885 0.00267727 0.00214775
internal_count=3910 3158 2658 770 1888 752 574 306 268 994 851 628 513
is_linear=0
shrinkage=0.0122569


Tree=2535
num_leaves=19
num_cat=0
split_feature=14 147 11 403 52 3 124 3 16 2 2 0 4 3 0 13 0 2
split_gain=0.0003882 0.00022787 0.000330527 0.000211841 0.000280103 0.000219267 0.000199391 0.000161538 0.000190655 0.000113205 0.00018441 0.000228641 0.000335137 0.000142266 0.000115543 0.000126596 0.000120302 8.50428e-05
threshold=0.073890000000000011 0.088565000000000019 0.088315000000000018 0.088015000000000024 0.28122000000000008 -0.15121499999999996 -0.061329999999999989 0.13772500000000001 0.31524000000000002 0.089910000000000004 0.085255000000000011 -0.10575999999999998 -0.082509999999999986 0.11818000000000002 -0.23029999999999998 -0.091849999999999987 -0.072264999999999982 0.10742000000000002
decision_type=2 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 -8 -13 14 -11 -16 -17 -9
right_child=-2 -3 -4 -5 -6 6 7 17 -10 13 -12 12 -14 -15 15 16 -18 -19
leaf_value=0.00080574777675963827 -0.00096892061476477052 0.00076291595419507633 -0.00089721284722234511 -0.00062070316442164374 -0.00070991442037276749 0.00061148472187394129 0.00057891800136434819 9.5573658238264135e-05 -0.00058809820463950945 0.00077014522208525564 -0.00060524212252553126 0.00045766541224800044 -0.00076573034652271455 -0.0003247288842184517 0.00059090594623836996 -0.00037711897622782174 0.00036253779206382915 0.0007330928617476154
leaf_weight=0.0011449256615775295 0.0010699886932043759 0.0010273460087958574 0.0010394739797145993 0.0012034905308658103 0.0011046498332820528 0.0016295162916622674 0.0013441648454340319 0.0010509215619512952 0.0015075960608803987 0.0010651651826849573 0.0015935625688637007 0.0010000021219955992 0.001377293901622131 0.0011592648910676573 0.0011926398562375207 0.001303457085821396 0.0010096371567093546 0.0011166148820283828
leaf_count=113 135 161 120 330 327 269 48 42 237 32 566 259 482 25 75 343 235 111
internal_value=0 2.33694e-05 -1.30837e-05 3.33251e-05 7.56445e-05 0.000125246 7.75928e-05 1.84918e-05 -5.15278e-05 2.17105e-05 -0.000147375 4.86884e-05 -0.000251113 0.000178546 0.000306186 0.000165218 -5.42679e-05 0.000423994
internal_weight=0 0.0218697 0.0208424 0.0198029 0.0185994 0.0174948 0.0163498 0.0147203 0.0125528 0.0110452 0.00531502 0.00372146 0.0023773 0.00573016 0.0045709 0.00350573 0.00231309 0.00216754
internal_count=3910 3775 3614 3494 3164 2837 2724 2455 2302 2065 1355 789 741 710 685 653 578 153
is_linear=0
shrinkage=0.00160853


Tree=2536
num_leaves=17
num_cat=0
split_feature=14 124 12 52 1 157 43 16 15 50 4 47 48 0 42 43
split_gain=0.000371388 0.000165944 0.000307378 0.000150037 0.000187901 0.000218861 0.000243427 0.000196203 0.000263521 0.000240704 0.000191954 0.00034598 0.000325432 0.000133008 0.00010565 0.000209237
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 -0.27466499999999994 0.077800000000000022 -0.077044999999999988 -0.15109999999999998 -0.055679999999999993 -0.064869999999999983 0.099470000000000017 0.0057500000000000008 0.09252500000000001 0.092250000000000013 -0.089879999999999974 -1.0000000180025095e-35 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 -6 -7 9 -9 10 -8 12 -12 -5 -15 -16
right_child=-2 -3 -4 4 5 6 7 8 -10 -11 11 -13 -14 14 15 -17
leaf_value=-0.0005301346465950694 -0.0011005179675918823 0.00070839202000529762 -0.00096176434772492594 -0.00067785137400673242 0.00091120060170023199 0.00091741167426663106 -0.00049138362959931124 -0.0010712401097603295 0.00015101973487406255 0.00096129838804889919 0.0010505819563508996 -0.00056616794712281693 -0.00017461020957324828 -0.00054718717327783531 0.00058296650006420345 -0.00033304124504564324
leaf_weight=0.0014106114811677358 0.0010285996811042883 0.0011837595429669409 0.0010816108348482905 0.001385659395310118 0.0014057119308881491 0.0012102944843738759 0.0016635209331855895 0.0011248890288586069 0.001296048502342436 0.0011618346795603529 0.001913714191563669 0.0012731784541104288 0.0012069081467958043 0.001007879115266651 0.0017361683717671004 0.0016704260613430114
leaf_count=389 135 40 173 433 151 90 254 195 261 149 256 91 37 505 173 578
internal_value=0 3.57003e-05 -3.05228e-06 5.02154e-05 9.55542e-05 0.000225219 0.000136348 3.82867e-05 -0.000416904 0.000190934 4.31734e-05 0.00024556 0.000576736 -0.000178438 -2.16767e-05 0.000133801
internal_weight=0 0.0217322 0.0205485 0.0194668 0.0180562 0.0122561 0.0108504 0.00964009 0.00242094 0.00721916 0.00605732 0.0043938 0.00312062 0.00580013 0.00441447 0.00340659
internal_count=3910 3775 3735 3562 3173 1484 1333 1243 456 787 638 384 293 1689 1256 751
is_linear=0
shrinkage=0.00184769


Tree=2537
num_leaves=18
num_cat=0
split_feature=14 403 11 3 403 124 159 40 49 42 150 43 43 0 15 151 52
split_gain=0.000400354 0.000156717 0.000203224 0.000223311 0.00016112 0.000158678 0.000152488 0.000151218 0.000153191 0.000343757 0.000160877 0.000156681 0.000269922 0.000127547 0.000209778 9.98407e-05 3.01319e-05
threshold=0.073890000000000011 0.088015000000000024 0.088315000000000018 -0.15121499999999996 -1.0000000180025095e-35 -0.048219999999999992 0.096890000000000018 -0.062739999999999976 -0.053904999999999988 -0.088669999999999985 0.08882000000000001 -0.079109999999999986 -0.044024999999999988 -0.10071499999999999 -0.095799999999999982 -1.0000000180025095e-35 -0.011654999999999999
decision_type=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 10 -10 16 -11 -13 14 15 -14 -9
right_child=-2 -3 -4 4 5 6 -8 8 9 11 -12 12 13 -15 -16 -17 -18
leaf_value=0.00083942819010080123 -0.0010496692510136402 -0.00057205588443286974 -0.00065116714787241388 -0.00056164318884717088 0.00061180463312741342 -0.00049631810688438398 -0.00054658299718714492 0.00035932222754366319 0.0011410613271140922 -0.00041772336446671874 -0.0006100161603647227 0.0010275646716809013 -0.0004537870514635907 -0.0002953332041616302 0.0007293486446853549 0.00025548286165923346 -5.8299805225549682e-05
leaf_weight=0.0011471814905471859 0.001046605489644469 0.0011805799914202239 0.0010818335462277054 0.0011291321229885435 0.0016220739309924645 0.001136749159509007 0.0011533546828294246 0.0010025020964681275 0.0011504936013909004 0.0012284549481397901 0.001361697452502867 0.0010791753150559916 0.0010576935107510926 0.0016985274348444712 0.001649181430472932 0.0012758381850628969 0.0010111539359525202
leaf_count=132 135 336 124 891 265 109 292 48 122 446 144 251 45 359 81 76 54
internal_value=0 3.2107e-05 6.81576e-05 0.000109765 6.20858e-05 0.000104959 4.94269e-05 9.97812e-05 0.000153927 0.000268699 -0.000156839 0.000143068 0.000244971 9.63142e-05 0.000263342 -6.59999e-05 0.000149614
internal_weight=0 0.0209656 0.019785 0.0187032 0.017556 0.0164269 0.0148048 0.0136515 0.0125147 0.00913936 0.00337535 0.00798887 0.00676042 0.00568124 0.00398271 0.00233353 0.00201366
internal_count=3910 3775 3439 3315 3183 2292 2027 1735 1626 1380 246 1258 812 561 202 121 102
is_linear=0
shrinkage=0.00170698


Tree=2538
num_leaves=18
num_cat=0
split_feature=14 403 11 3 124 13 4 4 3 43 1 43 49 47 2 2 1
split_gain=0.000465922 0.000151251 0.000183873 0.000259394 0.000191582 0.000199698 0.000214536 0.000173456 0.000271428 0.000340039 0.000161588 0.000141189 0.000138801 0.000186753 0.000173065 0.000254981 0.000153905
threshold=0.073890000000000011 0.088015000000000024 0.088315000000000018 -0.15121499999999996 -0.061329999999999989 -0.10023999999999998 -0.23071499999999998 -0.083329999999999987 -0.078669999999999976 -0.089604999999999976 0.083370000000000014 0.10955000000000002 -0.07107999999999999 0.09252500000000001 0.11230000000000001 0.089785000000000018 0.13084000000000004
decision_type=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 9 -9 11 -6 -10 14 15 -14 -15
right_child=-2 -3 -4 4 5 6 7 8 12 -11 -12 -13 13 16 -16 -17 -18
leaf_value=0.00092626300742127765 -0.0011859965642315013 -0.00057191520725557955 -0.00065255692347804489 0.00063891114050090847 -0.00033273239386228618 -0.00088263296072789617 0.00056074941520152055 -3.7122509736219212e-05 -0.00047750373133199442 -0.0014409626497640269 0.00097343434780770106 0.00060791244332374875 0.00013841328262799107 -0.00081244939988210705 -0.00013409367772861035 0.0011777516065020468 0.00018627604290488231
leaf_weight=0.001228258730029865 0.0010635631175864571 0.0012389641408441119 0.0010644509513451075 0.0017279214063239288 0.0010990998853299622 0.0010454834590785103 0.0014482506289675819 0.0012791223852696406 0.0013770383523333818 0.0010157955377889764 0.0010963364598153905 0.0010000198477222028 0.0017549445435556549 0.0010006323371781062 0.0016046161003091218 0.0013864881385143839 0.0010249063826901529
leaf_count=132 135 336 124 287 48 131 359 250 87 957 152 43 245 138 194 269 23
internal_value=0 4.2404e-05 8.01704e-05 0.000121029 6.56542e-05 4.25462e-06 -9.59082e-05 -2.67422e-05 -0.000108212 -0.000658502 0.000409779 0.00011539 4.67672e-05 0.000153381 0.000349907 0.000597131 -0.000307102
internal_weight=0 0.0213923 0.0201534 0.0190889 0.0178607 0.0161327 0.0129373 0.0118918 0.0104435 0.00229492 0.00319546 0.00209912 0.00814863 0.00677159 0.00474605 0.00314143 0.00202554
internal_count=3910 3775 3439 3315 3183 2896 2653 2522 2163 1207 243 91 956 869 708 514 161
is_linear=0
shrinkage=0.00181146


Tree=2539
num_leaves=20
num_cat=0
split_feature=14 157 1 453 16 49 131 51 42 51 2 52 0 0 48 13 16 16 42
split_gain=0.00062266 0.000185605 0.000264787 0.000193616 0.000231319 0.000392273 0.000278391 0.000242663 0.000227366 0.000224358 0.000334933 0.000224273 0.000274343 0.000209761 0.000147338 0.000132998 0.000111676 8.04196e-05 7.85566e-05
threshold=0.077685000000000018 -0.073574999999999988 0.090540000000000023 1.0000000180025095e-35 -0.50585499999999983 0.13906000000000002 0.097135000000000013 -1.0000000180025095e-35 -0.090359999999999982 0.12190000000000002 0.11005500000000001 0.098910000000000012 -0.084304999999999977 -0.035699999999999989 0.087035000000000015 -0.074599999999999986 -0.05189499999999999 -0.057604999999999996 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 18 6 7 13 -9 10 11 12 14 -6 17 -14 -17 -10 -3
right_child=-2 3 -4 -5 5 -7 -8 8 9 -11 -12 -13 15 -15 -16 16 -18 -19 -20
leaf_value=-9.185896819332918e-05 -0.001216138148542225 0.0007891091333105749 0.0010120679713581109 -0.0007026235106651112 -0.0011373730151864503 0.00094095916178679306 0.00062275226357317724 -0.00079165662204773348 -0.00027537652349932074 -0.00068189443719587277 0.00068755977085274288 -0.00065608400264277882 0.00068155544416729249 -0.00017288587203657724 -0.00076595393428144267 0.00045588852832586428 -0.00031531079191543141 0.00030159061389204431 0.00018551400200094974
leaf_weight=0.0011296813325974318 0.0011096788729709475 0.0012723294987216421 0.0012128208147383079 0.001024664367564653 0.0011569530800886879 0.0010462827426438439 0.0013447704836675517 0.0010749189103859856 0.0017234921737842458 0.0011896205550791491 0.001937647579667732 0.0014465796432924366 0.0018137625277816517 0.001276957930171377 0.0011067522533511689 0.0010091668012142058 0.0010126644262670424 0.001044359249244284 0.00106733976770906
leaf_count=321 126 141 169 91 345 103 290 254 352 90 213 317 199 139 130 278 115 153 84
internal_value=0 4.10891e-05 0.000479695 -6.59157e-06 2.81586e-05 -3.43213e-05 -9.38639e-05 -0.000154884 -6.80749e-05 -4.75765e-06 6.78496e-05 -6.3286e-05 4.79341e-05 -0.000631352 -0.000259991 0.000358991 6.96218e-05 -5.76766e-05 0.000513754
internal_weight=0 0.0238908 0.0023425 0.0215483 0.0205236 0.0181839 0.0171376 0.0157929 0.013359 0.012284 0.0110944 0.00915678 0.0077102 0.00243391 0.0038746 0.00383559 0.00202183 0.00276785 0.00233967
internal_count=3910 3784 490 3294 3203 2978 2875 2585 2101 1847 1757 1544 1227 484 635 592 393 505 225
is_linear=0
shrinkage=0.0016407


Tree=2540
num_leaves=13
num_cat=0
split_feature=4 15 48 15 43 15 52 43 16 1 16 15
split_gain=5.31382e-05 6.38508e-05 9.68023e-05 9.05636e-05 0.000133058 0.000106926 0.000171171 0.000120994 0.000168038 0.000167631 0.000118975 6.11134e-05
threshold=0.27608500000000008 -0.11739999999999999 0.093225000000000016 -0.10071499999999999 0.14198000000000002 -0.017214999999999998 -0.076599999999999988 -0.17307499999999998 0.15100500000000003 1.0000000180025095e-35 -0.013279999999999998 -0.45726999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7 9 -9 -11 -2
right_child=11 2 -4 4 -6 7 -8 8 -10 10 -12 -13
leaf_value=-0.0033836505286448677 -0.00050348809256086009 0.0030237446084210424 0.0026370597602484416 -0.0009966474525237648 0.0030345391211890919 0.0025338669430846482 -0.0076385007425906117 -0.003346552489394106 -0.0059032238437436496 -0.00082794282134147522 0.0050931867569306644 0.0036622765827687637
leaf_weight=0.0010250402106554294 0.0010505477311982575 0.0010671009573220468 0.0018374333270146309 0.0016346941687755741 0.0012458962894896517 0.0015881335497454812 0.0010276410125518763 0.0016372902469948716 0.0011014411484141233 0.0011403906354360283 0.0010692418520089689 0.0012589791968143694
leaf_count=275 179 79 252 405 201 137 395 961 199 342 223 262
internal_value=0 -0.000316536 -8.10239e-05 -0.000514864 -0.000876391 -0.00140609 -0.00356035 -0.000528653 -0.00151154 -0.000254127 0.00203729 0.00176737
internal_weight=0 0.0143743 0.0133493 0.0115118 0.0104447 0.00919883 0.00266234 0.0065365 0.00494836 0.00384692 0.00220963 0.00230953
internal_count=3910 3469 3194 2942 2863 2662 800 1862 1725 1526 565 441
is_linear=0
shrinkage=0.0127521


Tree=2541
num_leaves=12
num_cat=0
split_feature=42 475 43 3 42 51 42 0 16 16 0
split_gain=5.24418e-05 0.000102763 9.99032e-05 0.000128803 0.000106514 9.09998e-05 7.99892e-05 4.54887e-05 0.000206588 0.000160085 7.26999e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.088915000000000008 -0.054259999999999996 0.08221500000000001 -0.16128999999999996 -0.062279999999999995 -0.19424999999999998 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 7 9 -9 -4 -10
right_child=1 2 6 -5 -6 -7 -8 8 10 -11 -12
leaf_value=0.0013464940439114094 -0.0027141122282280626 0.0031149433902372963 -0.0043389100523018049 0.005357257947487956 -0.0017581113650904626 -0.0031603555871454222 -0.002870434062896401 0.0045191155895942317 -0.0031339127809763287 0.0013520614408484841 0.0010548490571307457
leaf_weight=0.0010155499885726067 0.0014772872903129819 0.0013056111652227816 0.0011147534602948261 0.0012796310683890872 0.0012853053533142165 0.0017822978265806281 0.0012724427966894943 0.0016447396911322566 0.0011814302914158192 0.0019840838431584018 0.0012122035104031852
leaf_count=159 555 339 110 437 224 901 689 201 97 102 96
internal_value=0 0.000280231 0.000640445 0.00223806 0.000697512 -0.00152448 -9.48569e-05 0.000399981 0.00124034 -0.000695168 -0.00101261
internal_weight=0 0.0137575 0.0122802 0.00387055 0.00259092 0.00279785 0.00840965 0.00713721 0.00403837 0.00309884 0.00239363
internal_count=3910 2850 2295 1000 563 1060 1295 606 394 212 193
is_linear=0
shrinkage=0.0120166


Tree=2542
num_leaves=19
num_cat=0
split_feature=14 147 11 3 52 42 376 1 2 16 0 47 2 43 0 16 2 4
split_gain=0.000379999 0.000164579 0.000266146 0.000206817 0.000196824 0.000183523 0.000344056 0.000145125 0.000289779 0.000211347 0.000260395 0.00023511 0.000164425 0.000118193 0.000161845 0.000187808 0.00013149 0.000150602
threshold=0.073890000000000011 1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 0.28122000000000008 -0.10770999999999999 1.0000000180025095e-35 0.10386500000000001 0.10705000000000002 0.050115000000000007 -0.18901999999999997 0.10070000000000003 0.099015000000000006 -0.083899999999999988 -0.10071499999999999 -0.088144999999999987 0.083715000000000026 0.0057500000000000008
decision_type=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 12 10 -9 -12 13 -7 16 -16 -15 -18
right_child=-2 -3 -4 4 -6 6 -8 9 -10 -11 11 -13 -14 14 15 -17 17 -19
leaf_value=0.00065346528245574878 -0.0010567560890556594 0.00058560499203917161 -0.00089727638667990751 -0.0006947781622991257 -0.00077879589555425151 0.00029508098244278037 0.0009216993354588238 -0.00019509978703473264 -0.0010156837181904601 -0.00031079324671268567 0.0013072968114688941 0.00017909651595008434 0.00060313674827841275 0.00052739006077873055 -5.986971141274646e-05 -0.0010208886595931834 -0.00066497457681069104 0.00026664500824475029
leaf_weight=0.0015625084167887838 0.0010639683971172811 0.001561452723362145 0.0010191079584140885 0.0010493420425296473 0.0010173468530471517 0.0016611690037511536 0.0013742925427342343 0.0012206483948538072 0.0010508306581937165 0.0015654080250152511 0.0013341608223114169 0.0010341641023526235 0.0011314113975960677 0.0010806707781538744 0.0011976544917825628 0.0013808393579144975 0.0011699803596863928 0.001028280968021475
leaf_count=125 135 216 118 171 334 425 171 45 229 154 222 48 147 37 312 894 62 65
internal_value=0 2.94582e-05 -1.2136e-05 3.32876e-05 -1.96761e-05 2.50195e-05 7.1559e-05 -7.08951e-06 -0.000135041 0.000233722 0.000471224 0.000814651 -2.80575e-05 -0.000123041 -0.00024162 -0.000574516 2.01632e-05 -0.000229191
internal_weight=0 0.0224393 0.0208778 0.0198587 0.0182962 0.0172789 0.0162295 0.0148552 0.00970084 0.00515438 0.00358897 0.00236832 0.00865001 0.00751859 0.00585743 0.00257849 0.00327893 0.00219826
internal_count=3910 3775 3559 3441 3316 2982 2811 2640 2171 469 315 270 1942 1795 1370 1206 164 127
is_linear=0
shrinkage=0.00177594


Tree=2543
num_leaves=15
num_cat=0
split_feature=14 147 52 15 403 4 2 4 12 1 2 16 12 3
split_gain=0.000302874 0.000132823 0.000185779 0.000220772 0.000228358 0.000141641 0.000164478 0.000238383 0.000117547 0.000170983 0.000181317 0.000211511 0.000187912 0.00010987
threshold=0.064610000000000015 1.0000000180025095e-35 0.28122000000000008 -0.24219999999999997 0.088015000000000024 -0.083329999999999987 0.11085000000000002 -0.37626499999999991 -0.023959999999999995 0.13084000000000004 0.089910000000000004 -0.057604999999999996 0.091055000000000011 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -7 10 11 -10 13 -12
right_child=-2 -3 -4 4 -6 8 -8 -9 9 -11 12 -13 -14 -15
leaf_value=0.00061932370236358913 -0.00093043911969332537 0.00052508782806670823 -0.00069256380058767243 -0.00039309392674026391 -0.00080176579545548205 -0.00052575854075526422 0.00080589972829551092 0.00051216108164198291 -0.00076116133186876814 0.00064803386902275264 0.00081115601006065581 4.5475843831054748e-05 -0.00038811695328886775 0.00011701095298186637
leaf_weight=0.0016779469133671133 0.0010124490711240627 0.0014443400601479991 0.0011005438199684732 0.0016318665147193046 0.0010480420851871368 0.0015277533945480077 0.0012288378736475813 0.0017636420447333248 0.0019334443793113652 0.0010098748790755563 0.0011416059257632338 0.0018568422932800335 0.0012674569710960466 0.0015894657754939034
leaf_count=288 138 216 345 188 292 227 76 397 496 51 208 511 401 76
internal_value=0 2.62735e-05 -1.20949e-05 3.02706e-05 -3.15089e-05 2.24856e-05 0.000270765 7.70995e-05 -8.86979e-05 -1.28093e-05 -9.84922e-05 -0.000365994 0.000155078 0.000407168
internal_weight=0 0.0202217 0.0187773 0.0176768 0.0159988 0.0149508 0.00462435 0.00339551 0.0103264 0.00879869 0.00778882 0.00379029 0.00399853 0.00273107
internal_count=3910 3772 3556 3211 2923 2631 661 585 1970 1743 1692 1007 685 284
is_linear=0
shrinkage=0.00170698


Tree=2544
num_leaves=19
num_cat=0
split_feature=14 1456 11 3 403 157 403 1375 3 3 124 1 3 3 0 16 4 15
split_gain=0.000545962 0.000290249 0.000263662 0.000253569 0.000259257 0.000160983 0.000205104 0.000166699 0.000135183 0.000154251 0.000138762 0.000233085 0.000168198 0.000116345 0.000116559 0.000115731 7.55385e-05 0.000187681
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 0.088015000000000024 -0.08107499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.015064999999999997 -0.055684999999999991 0.056755000000000007 0.094695000000000015 0.10666500000000002 0.15165000000000003 -0.15291499999999997 -0.061204999999999989 -0.083329999999999987 -0.053579999999999996
decision_type=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 16 11 15 -13 14 -14 -10 -9 -18
right_child=-2 2 -4 4 -6 6 7 8 10 -11 -12 12 13 -15 -16 -17 17 -19
leaf_value=-0.0007860453137664594 -0.0011094193360253691 0.00066926998631620406 -0.0006529560130372797 0.00062949595239598964 -0.00071511372269636539 -0.00059298771985765201 -0.00034281247032449843 0.00048803089833873232 7.8511687723119878e-06 0.00086451740392790174 0.00055895332822278429 0.00069123818521357294 0.00015511967103696639 0.00040349970486911515 -0.00057683942963634267 -0.0006456698279562207 0.0004199759860681392 -0.00029222487397476913
leaf_weight=0.0010123930286729732 0.0010627337135423456 0.0017177119168184122 0.0011737162578748786 0.0012389778000399107 0.001005015502307356 0.0011014081965029501 0.0018293465057972183 0.0016475263153243229 0.0010267914347725782 0.0010481529994839358 0.0010007090304763114 0.0011015617950844176 0.0010053603579667225 0.0010713434513462197 0.0010772383622654758 0.0017544569567138468 0.0018946977864187243 0.0016587450622687584
leaf_count=349 126 144 123 288 323 825 102 83 49 173 41 171 56 144 44 113 336 420
internal_value=0 2.3647e-05 6.03193e-05 9.98481e-05 4.95894e-05 9.12303e-05 5.24962e-05 9.66104e-05 0.000152877 0.000323436 2.02672e-05 -5.63403e-05 0.00017114 -1.05124e-05 -0.000223491 -0.000404401 0.000214392 8.7521e-05
internal_weight=0 0.0233652 0.0223528 0.021179 0.0194613 0.0184563 0.0172173 0.0161159 0.0142866 0.00624912 0.00803746 0.00703675 0.0042555 0.00315394 0.0020826 0.00278125 0.00520097 0.00355344
internal_count=3910 3784 3435 3312 3168 2845 2557 1732 1630 1012 618 577 415 244 100 162 839 756
is_linear=0
shrinkage=0.00154607


Tree=2545
num_leaves=12
num_cat=0
split_feature=2 4 40 16 15 15 159 43 3 43 52
split_gain=5.4184e-05 0.000139397 0.000120848 0.00011294 0.000123775 0.00010826 9.07854e-05 8.74427e-05 0.000135913 0.000172001 0.000116578
threshold=0.10946500000000002 0.15927500000000003 -1.0000000180025095e-35 -0.17157499999999998 -0.017214999999999998 0.085285000000000014 0.082325000000000023 0.0016850000000000001 -0.078669999999999976 -0.074254999999999988 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 7 8 -4 -10 -11
right_child=3 -3 5 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0047625104365878338 -0.0014108066897167591 0.0025955867304106209 -0.0034270774563007057 0.00033063214593187154 0.0054822312625933478 -0.003702590517478478 -0.0034155193129860126 0.0038960516460830766 0.0056300213238462829 -0.0036000624544117285 0.0019324806448900345
leaf_weight=0.0012860387801825737 0.001833962263190336 0.0019734975409423294 0.0013917289271844365 0.0017323401322936274 0.0013490409416710991 0.0014840043225180267 0.0010298073396991236 0.001120503517351313 0.0010417633474252286 0.0011179270658821863 0.0013886813381162135
leaf_count=191 256 297 862 324 187 1024 269 181 82 114 123
internal_value=0 -0.00049808 -0.00111725 0.00109477 0.00258602 -0.000570519 8.50151e-05 0.00067982 -4.96792e-05 0.00127499 -0.000534989
internal_weight=0 0.011834 0.00986045 0.00491534 0.00308138 0.00857442 0.00709041 0.0060606 0.0049401 0.00354837 0.00250661
internal_count=3910 3143 2846 767 511 2655 1631 1362 1181 319 237
is_linear=0
shrinkage=0.0127521


Tree=2546
num_leaves=18
num_cat=0
split_feature=14 157 14 15 1 130 3 13 160 457 0 1 43 13 47 13 42
split_gain=0.000351799 0.000150913 0.000171578 0.000230943 0.000157836 0.000155409 0.000168695 0.000152292 0.000112586 0.00014388 0.000188688 0.000148641 0.000197949 0.000189906 0.000170999 9.53596e-05 8.34564e-05
threshold=0.073890000000000011 -0.073574999999999988 -0.13131999999999996 -0.15202999999999997 0.090540000000000023 -0.0015749999999999998 -0.15464999999999998 -0.45122499999999993 0.099550000000000013 -0.0034949999999999994 -0.19631499999999999 0.088010000000000019 -0.077544999999999989 -0.0024749999999999993 0.092255000000000018 -0.074599999999999986 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 -7 -8 9 -9 -11 12 15 16 -15 -12 -13
right_child=-2 2 3 5 -6 6 7 8 -10 10 11 13 -14 14 -16 -17 -18
leaf_value=3.8847201630394148e-06 -0.00094383207759760892 -0.00054283638533262366 0.00075434931592788842 -0.00057205716939554127 0.00090176246539485283 0.00064451089643013666 0.00052593908459948574 -0.00053547546697388262 -0.00053334664323330969 0.00066012192730522247 0.00035874371461887782 0.00078380798145739449 -0.0006976206796804696 -0.00063826168212854852 0.00018529310124254397 -0.00031358188528297047 0.00019097931200818611
leaf_weight=0.001023388604225013 0.0010034602642492027 0.001462239860624037 0.0010711786913229345 0.0012071626043423612 0.0010030359837416153 0.0010662169489063554 0.001208710611270084 0.0012551227915749428 0.0012334611244145385 0.0011342965713208039 0.0011541656516162006 0.0011384467590980357 0.0016449779311495088 0.001108068800725448 0.0015860306405897084 0.0010355948162686143 0.0013347744465184441
leaf_count=321 135 123 271 305 169 126 41 166 237 55 198 198 866 120 68 225 286
internal_value=0 3.14287e-05 -1.38915e-05 3.11333e-05 0.000448315 -1.69634e-05 2.80094e-05 -1.95069e-05 -7.17279e-05 -2.17441e-05 4.18681e-05 -3.60344e-05 -0.000275968 0.000142023 -0.000153431 4.07834e-05 0.000463864
internal_weight=0 0.0206669 0.0186404 0.0171782 0.00202642 0.016107 0.0148999 0.0138337 0.0126249 0.0113915 0.0101364 0.00900206 0.00383474 0.00516732 0.0026941 0.00218976 0.00247322
internal_count=3910 3775 3285 3162 490 2891 2586 2460 2419 2182 2016 1961 1289 672 188 423 484
is_linear=0
shrinkage=0.00160853


Tree=2547
num_leaves=18
num_cat=0
split_feature=14 11 403 3 124 13 4 4 157 1 2 48 4 12 1 43 0
split_gain=0.000593522 0.000178305 0.000221345 0.000235402 0.000165676 0.000150546 0.000242194 0.000189528 0.000241309 0.000157645 0.000351694 0.000227611 0.000195393 0.000135708 0.00011354 0.0001282 0.000107467
threshold=0.077685000000000018 0.088315000000000018 0.088015000000000024 -0.15121499999999996 -0.061329999999999989 -0.10023999999999998 -0.23071499999999998 -0.083329999999999987 -0.077534999999999979 0.094695000000000015 0.086915000000000006 0.084260000000000015 0.097045000000000006 1.0000000180025095e-35 0.083370000000000014 0.14198000000000002 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 14 -7 -8 -9 10 -10 -12 13 -11 15 -6 -14
right_child=-2 -3 -4 4 5 6 7 8 9 12 11 -13 16 -15 -16 -17 -18
leaf_value=0.00080931716033901858 -0.0012511080372632146 -0.0005971909742564863 -0.00060914895383852303 0.00056335763526734048 -0.0002464803720328412 -0.0008412924834379392 0.00055111066178874387 0.00066414455212020077 -0.0011195523899774126 0.00069653708519704929 -0.00069743857633441301 0.00030853237662553006 -0.00053499659394443241 -8.9937523370961698e-05 0.0007790808595800594 0.00055491310832166216 8.3011700622509101e-05
leaf_weight=0.0012821334615214916 0.0010490260477412769 0.0011753761156914058 0.0012540709057745755 0.0017137831058477567 0.0012205727922162636 0.0010313130783665492 0.0015451819026878208 0.0011091986524577142 0.0013249246444206929 0.0014657468991500222 0.0010042600503221777 0.0016898507270561025 0.0017496160470091837 0.0010579700424183658 0.0010873838141369323 0.0010315117200478119 0.0014338343134785193
leaf_count=138 126 125 336 287 51 131 361 316 528 64 712 150 86 191 152 40 116
internal_value=0 3.71119e-05 7.26117e-05 0.000115908 6.77605e-05 1.70574e-05 -6.21074e-05 2.79939e-06 -7.53925e-05 -0.000159731 -0.000413621 -6.64546e-05 1.90606e-05 0.000366838 0.000334997 0.000120578 -0.000256644
internal_weight=0 0.0221767 0.0210014 0.0197473 0.0184651 0.0167514 0.0134119 0.0123806 0.0108354 0.0097262 0.00401904 0.00269411 0.00570717 0.00252372 0.00333947 0.00225208 0.00318345
internal_count=3910 3784 3659 3323 3185 2898 2655 2524 2163 1847 1390 862 457 255 243 91 202
is_linear=0
shrinkage=0.00167351


Tree=2548
num_leaves=12
num_cat=0
split_feature=42 376 48 4 12 3 159 2 43 3 0
split_gain=5.73015e-05 0.000110703 9.16167e-05 0.000143592 0.000175563 0.000220663 0.000130776 0.000177857 8.93221e-05 0.000118511 8.72598e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 0.12738500000000003 0.28937500000000005 -0.0089849999999999982 0.10856000000000002 0.082325000000000023 0.094010000000000024 -0.089604999999999976 -0.078884999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -10 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.0020890783277287038 -0.0038997564872423006 0.0030387214459646813 -0.0028685094608245768 0.0025844164196839759 0.0028889293859497454 0.003473813120704123 -0.0036207124203110411 -0.0025629779113274624 -0.0021886751639634424 -0.00033334507694660612 0.0029710831825922467
leaf_weight=0.0011675048725523973 0.0011335554816961297 0.0011338993669436854 0.0010344727180243768 0.0018920601969094212 0.0014411553025763689 0.00154692066626927 0.0010875608571118385 0.0019609547648978265 0.0014141346706652434 0.0016032676457316541 0.0013966314720645465
leaf_count=241 167 197 105 333 273 119 355 597 1081 105 337
internal_value=0 0.000130457 -9.68007e-05 0.000115963 -0.000287213 0.000104632 -0.000480727 -4.38199e-05 0.000799869 0.000117803 0.00120506
internal_weight=0 0.0156446 0.0145107 0.0134762 0.0115842 0.0104506 0.0089037 0.00781614 0.00585519 0.00441403 0.0029999
internal_count=3910 3669 3472 3367 3034 2867 2748 2393 1796 1523 442
is_linear=0
shrinkage=0.00966451


Tree=2549
num_leaves=13
num_cat=0
split_feature=52 52 1 160 42 52 15 42 3 43 2 3
split_gain=5.70848e-05 8.45144e-05 0.000144166 0.000110458 0.000108499 9.45202e-05 0.000128832 0.00028521 0.0001351 7.97058e-05 5.50041e-05 4.03882e-05
threshold=-0.27466499999999994 -0.048794999999999991 0.097480000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.090325000000000003 0.084100000000000022 -1.0000000180025095e-35 -0.06705499999999999 0.09116500000000001 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 10 -5 6 7 8 -6 -2 -3 -10
right_child=1 3 -4 4 5 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.0022079877414974852 0.0025847854275776309 -0.00079919569542130902 0.004503389766553189 -0.0026704780490148915 0.0049301754124336759 0.0036234045931690662 0.0036834643214668714 -0.0051898195854954074 0.0011704267123284391 -0.0017034182962951609 -0.0046155178750926507 -0.0021640495213331185
leaf_weight=0.0015694373380120497 0.0010094804200925789 0.0010521662071821566 0.0015871342165886468 0.001519569983483177 0.0010005004365052275 0.0014342826532601494 0.0011951921701600712 0.0014307536200439553 0.0010895174193192806 0.0016471757707703883 0.0011321273305171672 0.0010114660543435738
leaf_count=425 253 580 305 695 146 164 229 395 50 207 344 117
internal_value=0 0.000199862 0.00163791 -0.000361799 0.000245941 0.000864746 0.000173913 -0.000751587 0.00129582 -7.39799e-05 -0.00277721 -0.000434874
internal_weight=0 0.0151094 0.00424379 0.0108656 0.00868128 0.00716171 0.00572743 0.00453224 0.00310148 0.00265666 0.00218429 0.00210098
internal_count=3910 3485 765 2720 1796 1101 937 708 313 460 924 167
is_linear=0
shrinkage=0.0120166


Tree=2550
num_leaves=14
num_cat=0
split_feature=484 15 42 0 0 16 0 49 16 15 52 13 16
split_gain=5.2256e-05 6.55697e-05 0.000195796 0.000211242 7.77776e-05 0.000159832 0.000150158 0.000133141 0.000114322 9.59055e-05 9.01746e-05 0.000128369 8.10607e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.083674999999999986 -0.13027499999999997 -0.014754999999999999 -0.075584999999999986 0.0021350000000000002 -0.095109999999999986 -0.053579999999999996 0.10433000000000002 -1.0000000180025095e-35 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 12 8 -2 -8 11 -11 -6
right_child=1 2 -4 -5 6 -7 9 -9 -10 10 -12 -13 -14
leaf_value=-0.0022667776556937859 0.0044033061662521016 -0.0061092439023241402 0.0020981348631398289 3.4275892496209214e-05 -0.00063490196447737362 0.0053813742580259153 0.0036544300860365357 -0.0027638119116635044 -0.00062839620941123437 0.0014611382807562777 0.0026759427035055101 -0.0038913951568839578 -0.0045780354816742997
leaf_weight=0.0011434449466673829 0.0011389610075449833 0.0012284133831564972 0.0015221252698497389 0.0014403837132574227 0.0015386356292543817 0.0010694106491329195 0.0012423887055026221 0.001002311784272153 0.0010085152397758534 0.0010649714217743633 0.0010637274384113072 0.0010581081300827899 0.0010316586380329381
leaf_count=612 130 272 620 461 391 77 385 114 65 91 40 189 463
internal_value=0 0.000144706 -0.00101688 -0.00279351 0.000578636 0.00174586 -0.000124952 0.000511541 0.00204028 0.00108942 8.94398e-05 -0.00120648 -0.00221759
internal_weight=0 0.0154096 0.00419092 0.0026688 0.0112187 0.0042192 0.00699949 0.00314979 0.00214748 0.0044292 0.00318681 0.00212308 0.00257029
internal_count=3910 3298 1353 733 1945 386 1559 309 195 705 320 280 854
is_linear=0
shrinkage=0.0108838


Tree=2551
num_leaves=18
num_cat=0
split_feature=14 157 0 52 51 12 1 42 51 2 16 42 3 3 1 1 47
split_gain=0.000460697 0.000167042 0.000174995 0.000223064 0.000201824 0.000194914 0.000173803 0.000126868 0.000225617 0.000213947 0.000195566 0.000155183 0.000134158 0.000255766 0.00011949 0.000216184 7.64122e-05
threshold=0.073890000000000011 -0.073574999999999988 -0.017269999999999997 -0.044539999999999989 -0.032189999999999989 0.093870000000000023 0.090540000000000023 0.088115000000000013 0.12190000000000002 0.10274500000000002 -0.42360999999999993 0.091955000000000023 -0.089974999999999986 -0.08348499999999999 0.085110000000000005 0.089455000000000021 0.10843500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 16 -5 -1 8 9 12 -11 -9 -6 -14 -15 -16 -3
right_child=-2 2 3 5 7 -7 -8 11 -10 10 -12 -13 13 14 15 -17 -18
leaf_value=-1.7838742690111494e-06 -0.0010803396804821472 -0.00086722671584518632 0.00092132164426333692 0.00045433546523115752 -0.00068445267900644222 -0.00037684130114463727 0.00095488980657396387 0.00068704977788465514 -0.00084218997764770348 -4.0229766745248961e-05 0.00085665092763785372 -6.4597674323346393e-05 0.00067287453471817605 -0.00072129723615870823 0.00040828877988500665 -0.00044058442604543477 -0.00025469578467095992
leaf_weight=0.0010195927753272318 0.0010517212537177875 0.0010800866059028765 0.0010907872503008453 0.0015870437275384841 0.0011797231260111465 0.0014564557238056523 0.0010252017250367007 0.0013621486496433123 0.0010091492209978467 0.0014313827022968796 0.001205749915208984 0.0016172422195455554 0.0010053704065962534 0.0010700500922487749 0.0013725736505396657 0.0019620092856846294 0.0011133381392931518
leaf_count=321 135 303 156 129 330 70 169 264 73 149 172 565 363 371 74 196 70
internal_value=0 3.16869e-05 -1.49967e-05 0.000284732 -9.54159e-05 5.65788e-05 0.000477865 -1.89176e-05 -0.000105646 -2.50901e-05 0.000369842 0.000279048 -0.000183137 -7.38189e-05 -0.000244254 -9.11731e-05 -0.000556318
internal_weight=0 0.0215879 0.0195431 0.00413429 0.0154088 0.0030435 0.00204479 0.0132154 0.010236 0.00922686 0.00263713 0.00297939 0.00658973 0.00541 0.00440463 0.00333458 0.00219342
internal_count=3910 3775 3285 355 2930 199 490 2557 1728 1655 321 829 1334 1004 641 270 373
is_linear=0
shrinkage=0.0016407


Tree=2552
num_leaves=13
num_cat=0
split_feature=148 457 11 151 15 4 1 43 42 13 1 0
split_gain=4.97633e-05 0.000116498 8.31156e-05 7.73277e-05 8.52074e-05 0.000107236 0.000193461 8.04935e-05 7.95494e-05 8.02579e-05 0.000124622 0.000102033
threshold=-0.057864999999999993 0.091610000000000011 0.08184000000000001 -0.081989999999999993 -0.24219999999999997 -1.0000000180025095e-35 0.095575000000000007 -0.075819999999999985 0.088915000000000008 -0.0030249999999999995 0.076710000000000014 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 -7 -8 9 10 -6 -11
right_child=1 -3 -4 4 5 6 7 -9 -10 11 -12 -13
leaf_value=0.0025580021561678401 0.0030828427249858358 -0.0041514860568841062 -0.0033044419989044544 0.0035558951416793474 0.00074923415151016649 -0.0054037587917272704 -0.0024927555374454923 0.0021071649363574967 -0.0022955281734024823 0.0028787459885351824 0.0063227933097064525 -0.0023443507026031773
leaf_weight=0.0011291786227104602 0.0015186995036096497 0.0011328129588211175 0.0010793704518576664 0.0010137378121645403 0.0017038398025416564 0.0015917242846782047 0.0010363117528235932 0.0015348286255715826 0.0011697128497685869 0.0010124038217944331 0.0010571188246555549 0.0015233683813046408
leaf_count=211 328 109 216 267 635 559 67 127 641 118 228 404
internal_value=0 -0.000215611 9.74688e-05 0.000376453 2.34363e-05 -0.000313461 -0.00190985 0.000253143 0.000714234 0.0013789 0.00288324 -0.000259036
internal_weight=0 0.0153739 0.0142411 0.0131617 0.011643 0.0106293 0.00416286 0.00257114 0.00646644 0.00529673 0.00276096 0.00253577
internal_count=3910 3699 3590 3374 3046 2779 753 194 2026 1385 863 522
is_linear=0
shrinkage=0.0127521


Tree=2553
num_leaves=17
num_cat=0
split_feature=14 124 484 457 40 48 0 403 1 3 47 2 0 0 42 13
split_gain=0.000459317 0.000190982 0.000196286 0.000215207 0.000183473 0.000252166 0.000404752 0.000196353 0.000183322 0.00018058 0.000203737 0.000325167 0.0002247 0.000143624 0.000123155 6.42183e-05
threshold=0.073890000000000011 -0.061329999999999989 -0.0043499999999999988 -0.068264999999999978 -0.064199999999999993 0.12738500000000003 -0.10575999999999998 0.088015000000000024 0.11235500000000002 -0.13309499999999996 0.092255000000000018 0.08400500000000001 -0.053834999999999994 -0.23029999999999998 0.085195000000000007 -1.0000000180025095e-35
decision_type=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 9 13 -8 11 -11 14 -6 -13 -15
right_child=-2 2 3 4 5 -7 7 -9 -10 10 -12 12 -14 15 -16 -17
leaf_value=0.00053186337749495331 -0.0010523426576378619 -0.00060321463117331145 -0.00064115198627898596 -0.00050466993612713427 0.00069258089003073297 -0.00064010226843692702 0.00054195773597806758 -0.00067309916537876041 0.00096914096228247675 -0.0008582066751634638 0.00042983380655588346 -5.5955415119163167e-05 -0.00044076417803434856 0.00034578417543647944 0.00069287377223089749 -0.00021213049872584075
leaf_weight=0.0017736979216596794 0.0010723429935197417 0.0013843454973555365 0.0011768998176977857 0.0013300586347129292 0.0015875082170953014 0.0010633305310346888 0.0016015127022213161 0.001079380877258688 0.0016563044494129486 0.0014595077166322905 0.0016872420447235636 0.0010399478741888414 0.0015427271074806362 0.0010207597392686424 0.0012528410744714544 0.0011189522092691579
leaf_count=301 135 567 161 141 74 64 180 274 102 461 136 553 189 103 416 53
internal_value=0 2.59982e-05 -1.88614e-05 2.45907e-05 6.95167e-05 0.000116922 0.00017042 -2.64937e-05 0.00052387 5.48148e-05 -5.69206e-05 -0.000212023 3.38654e-05 0.000326001 0.000353225 5.40253e-05
internal_weight=0 0.021775 0.0200013 0.018617 0.0174401 0.01611 0.0150467 0.00966316 0.00538352 0.00858378 0.00698227 0.00529502 0.00383552 0.00372722 0.00229279 0.00213971
internal_count=3910 3775 3474 2907 2746 2605 2541 2209 332 1935 1755 1619 1158 230 969 156
is_linear=0
shrinkage=0.00160853


Tree=2554
num_leaves=18
num_cat=0
split_feature=14 147 52 403 403 52 123 48 1 14 12 12 15 16 2 0 3
split_gain=0.000367105 0.000156267 0.000198802 0.000235036 0.000168718 0.000187935 0.00019546 0.000201337 0.000266249 0.000207482 0.000265519 0.000192883 0.000223871 0.000130749 0.000262876 0.000127217 0.000235491
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 0.088015000000000024 -1.0000000180025095e-35 -0.27466499999999994 1.0000000180025095e-35 0.12738500000000003 0.10752500000000002 -0.24487499999999998 0.092720000000000011 0.10214500000000001 0.083935000000000023 -0.057604999999999996 0.089910000000000004 -0.10131499999999999 -0.08348499999999999
decision_type=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 11 -10 -11 12 13 14 -7 -15 -17
right_child=-2 -3 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 15 -16 16 -18
leaf_value=-0.00057703988629357879 -0.0010775911831025784 0.00060653284964267849 -0.00073687441216946034 -0.00076481222207330432 -0.0004653422473873549 -0.0010203070953628084 0.0008652184016574141 -0.00062962679442214893 -2.5384106736873134e-05 0.0015788553377104732 0.00034072584390523356 -0.00067890177961950663 0.00074317008582021143 0.00074164473455532603 0.00012925090149963595 0.00056974551387330087 -0.0005624674103513449
leaf_weight=0.0011506677812548527 0.0010138954624727822 0.0014769742769818522 0.0011451012381876102 0.0011155558379818816 0.0015196204415152395 0.0010579148926372559 0.0013331473670724634 0.001034852827090261 0.0010520688417065757 0.0011145702522835201 0.0011597543412333877 0.0010787861418217878 0.0015973071385650371 0.0010557948241742953 0.0017043806540457222 0.0011726655601185867 0.001240458602514094
leaf_count=870 135 216 345 314 350 155 265 64 67 128 84 119 215 50 111 191 231
internal_value=0 3.84022e-05 -4.55736e-06 4.10484e-05 9.30969e-05 0.000140928 0.000204024 0.000137591 0.00020249 0.000639791 0.000947492 3.91817e-05 0.000138135 -1.69593e-05 -0.000311011 0.000217194 -1.22648e-05
internal_weight=0 0.0210096 0.0195326 0.0183875 0.017272 0.0161213 0.0146017 0.0132686 0.0122337 0.00332639 0.00227432 0.00890731 0.00782852 0.00623121 0.0027623 0.00346892 0.00241312
internal_count=3910 3775 3559 3214 2900 2030 1680 1415 1351 279 212 1072 953 738 266 472 422
is_linear=0
shrinkage=0.00181146


Tree=2555
num_leaves=13
num_cat=0
split_feature=484 15 12 1 16 47 4 1 16 4 47 47
split_gain=4.96819e-05 5.73556e-05 0.000167895 6.58575e-05 0.00014008 0.000102871 9.94423e-05 0.000174266 0.000105622 5.79641e-05 5.7583e-05 6.77994e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 0.20277000000000003 0.087850000000000025 0.0057500000000000008 0.11167500000000001 -0.010819999999999998 -0.077679999999999985 0.10783500000000001 0.13206500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 8 -8 -5 -4 -7 -12
right_child=1 2 9 5 -6 10 7 -9 -10 -11 11 -13
leaf_value=-0.0022031082899135095 -0.0027578995991984221 -0.0034690633929859841 0.0026664497360102874 -0.0014191494095051411 0.0017614125002275787 -0.0023818036481825715 0.0065031237490783189 0.00055990829495144122 0.0032256940086183416 -0.00072165480747283996 0.002698830558866046 -0.0012302880058553377
leaf_weight=0.0011526563429555955 0.0018291321231616248 0.0017906423513879806 0.001171992751907637 0.0013778791884745565 0.0014616797849739856 0.0011422974029829387 0.0012365041265999521 0.0011082275570714496 0.0010014052869335415 0.0012216188003772999 0.0010019078025307027 0.0010821051266269865
leaf_count=612 584 421 518 184 194 121 113 294 286 414 108 61
internal_value=0 0.000139386 -0.000948408 0.000544292 -0.000750557 0.00108026 0.00210339 0.00369409 0.000535796 0.000937275 -0.00041783 0.000658671
internal_weight=0 0.0154254 0.00418425 0.0112411 0.00329081 0.00795033 0.00472402 0.00234473 0.00237928 0.00239361 0.00322631 0.00208401
internal_count=3910 3298 1353 1945 778 1167 877 407 470 932 290 169
is_linear=0
shrinkage=0.0108838


Tree=2556
num_leaves=16
num_cat=0
split_feature=14 147 11 3 403 124 40 42 13 0 3 2 4 1 16
split_gain=0.000361146 0.000127996 0.000196587 0.000189439 0.000139432 0.0001487 0.0001419 0.000162005 0.000181655 0.000233426 0.000179335 0.00018784 0.000184734 0.000161896 0.000122053
threshold=0.064610000000000015 1.0000000180025095e-35 0.087830000000000005 -0.15002999999999997 -1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 -0.089024999999999979 -0.083514999999999992 -0.053834999999999994 -0.078669999999999976 0.11230000000000001 0.0057500000000000008 0.087800000000000017 -0.08286499999999998
decision_type=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 14 10 -10 12 13 -12 -9
right_child=-2 -3 -4 4 5 6 7 8 9 -11 11 -13 -14 -15 -16
leaf_value=0.00066553383974728305 -0.00097992608505919265 0.00051829972717111906 -0.00071525552236740664 -0.00060058439619427675 0.00053488951806613197 -0.00060003777177465069 0.00055563937832219315 0.00057205440045530456 -0.00067308045473494875 -0.00090063596722695077 0.00037467883210583029 -0.00039247816860351383 0.00062255925228281472 -0.00054911495298794861 -6.9546589867923889e-05
leaf_weight=0.0012599264983468817 0.0010303768895396628 0.0014305784628222155 0.0010205613026013074 0.0010408033171356813 0.0014895724487669426 0.0010937400556975995 0.0014459883383373439 0.0018769588030496075 0.0011339414007833408 0.0010747317527255466 0.0010579209202206293 0.0018286366353144068 0.0019652917306266313 0.001067339831164249 0.0014892148831259422
leaf_count=116 138 216 129 885 250 117 203 331 368 199 148 120 151 153 386
internal_value=0 3.57054e-05 -9.30422e-07 3.997e-05 -7.61253e-06 3.21448e-05 -2.12175e-05 2.77066e-05 -3.87091e-05 -0.000174102 -6.33952e-05 5.34024e-05 0.000252728 -8.92651e-05 0.000288206
internal_weight=0 0.0202752 0.0188446 0.0178241 0.0165641 0.0155233 0.0140338 0.01294 0.011494 0.00812786 0.00705313 0.00591919 0.00409055 0.00212526 0.00336617
internal_count=3910 3772 3556 3427 3311 2426 2176 2059 1856 1139 940 572 452 301 717
is_linear=0
shrinkage=0.00167351


Tree=2557
num_leaves=11
num_cat=0
split_feature=52 39 457 13 2 13 3 0 4 13
split_gain=4.86315e-05 8.29205e-05 9.25461e-05 8.91659e-05 0.000149398 0.000133773 0.000124727 0.0002576 0.000153336 6.20806e-05
threshold=-0.27466499999999994 0.005105000000000001 0.088055000000000008 -0.094679999999999986 0.10946500000000002 -0.15610499999999997 -0.08348499999999999 -0.10131499999999999 0.080255000000000007 0.066010000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 8 -8 -5
right_child=1 -3 -4 6 -6 -7 7 -9 -10 -11
leaf_value=-0.0020495584572574905 -0.0038011319456898998 0.0024983029503850272 0.0029299931307924785 0.0022574066661065662 0.0049013407444122017 0.0021810705326294464 0.0017435927942742182 -0.0060682690950403604 -0.0034643767977263931 -0.00097694179963862034
leaf_weight=0.0015511232236510878 0.0010082540353770573 0.00194773421038288 0.0012642391215154222 0.0017142665010352106 0.0010623316786906312 0.0011616769070201339 0.0019984504706118218 0.0017460561240877264 0.0013800873869085351 0.0017134526347927989
leaf_count=425 77 433 160 821 139 187 142 1187 104 235
internal_value=0 0.000185505 -0.000159715 -0.000491176 0.00120907 -0.000598548 -0.00113377 -0.00232061 -0.000383793 0.000640616
internal_weight=0 0.0149965 0.0130488 0.0117846 0.00323226 0.00216993 0.00855231 0.00512459 0.00337854 0.00342772
internal_count=3910 3485 3052 2892 403 264 2489 1433 246 1056
is_linear=0
shrinkage=0.0120166


Tree=2558
num_leaves=13
num_cat=0
split_feature=0 4 1 42 474 16 15 15 0 2 15 4
split_gain=5.11202e-05 0.000113705 0.000100723 0.000120312 6.62111e-05 0.000159438 0.000234366 9.74636e-05 9.57578e-05 0.000262952 0.000104316 5.03272e-05
threshold=0.047345000000000005 -0.49837999999999999 0.076710000000000014 0.083725000000000008 0.080165000000000014 -0.055679999999999993 -0.064869999999999983 -1.0000000180025095e-35 -0.19631499999999999 0.11362000000000001 -0.095799999999999982 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 8 -7 -8 10 11 -4 -10
right_child=1 -3 4 -5 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.0035531784471357058 -0.001261148719213483 0.003044167269039427 -0.0028858704369296578 0.00026918283640138774 0.0025086482419010964 -0.0056605076763137016 0.0018489778021937504 -0.0020267857706616223 -0.0013425355387293825 0.005981253320232055 0.0014921834351209562 0.0013159709990608725
leaf_weight=0.0017245726002731994 0.0010062689559641176 0.0014624936153400359 0.0010981817253057358 0.0014929457567848851 0.0010925667113607087 0.0010349149575599285 0.0012606575658435926 0.0012613591758134793 0.0011371412226576509 0.001075364073372268 0.0010201744750744108 0.0017675645631534758
leaf_count=892 136 164 67 1021 207 230 78 254 379 216 76 190
internal_value=0 0.00128932 -0.000249486 -0.00177958 0.000208567 -5.17027e-05 -0.00171038 -8.94431e-05 0.00091573 0.00181691 -0.000777453 0.000275212
internal_weight=0 0.00246876 0.0139654 0.00321752 0.0107479 0.00965536 0.00355693 0.00252202 0.00609843 0.00398007 0.00211836 0.00290471
internal_count=3910 300 3610 1913 1697 1490 562 332 928 785 143 569
is_linear=0
shrinkage=0.0098578


Tree=2559
num_leaves=14
num_cat=0
split_feature=11 3 156 48 51 49 0 133 3 3 1 133 12
split_gain=5.05563e-05 6.67046e-05 5.53443e-05 6.94594e-05 6.84329e-05 8.91646e-05 0.000122464 7.28189e-05 6.91884e-05 0.000147789 6.70875e-05 5.32968e-05 2.69269e-05
threshold=0.08184000000000001 -0.14218999999999996 0.088855000000000003 0.10417000000000001 0.08955500000000001 1.0000000180025095e-35 -0.22851499999999997 0.065880000000000008 -0.078884999999999997 -0.016619999999999996 0.095575000000000007 0.094185000000000005 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 12 -10 -11 -9 -8
right_child=-2 2 -4 -5 -6 -7 7 11 9 10 -12 -13 -14
leaf_value=0.0028587537702325517 -0.0023437073967766441 0.0041747240323096822 -0.0026495624838832159 0.0024165812267072156 -0.0027370572273965909 -0.0030825746202832369 -0.003675376649524336 0.0037571682308593871 0.003378605069063722 -0.0033997499486459999 0.00033927511936877907 6.4975992428379812e-05 -0.0010342865641096806
leaf_weight=0.0011294142809107266 0.0011596491403630315 0.0010708076375227681 0.0010201352976259943 0.0015767567749341146 0.0012350736838267319 0.0010283616982860481 0.0010215858883658334 0.0010235141583286511 0.0013424846358466515 0.0011647060636938928 0.001421410017453295 0.0010634440500313846 0.0010384351419047352
leaf_count=165 224 63 325 231 334 481 643 301 292 94 161 433 163
internal_value=0 0.000158571 -5.91551e-05 0.000144329 -0.00016968 0.000141964 0.000504511 1.78471e-05 -0.000629609 0.000269375 -0.00134467 0.00187575 -0.00234403
internal_weight=0 0.0151361 0.0140067 0.0129866 0.0114098 0.0101747 0.00914639 0.00807558 0.00598862 0.0039286 0.00258612 0.00208696 0.00206002
internal_count=3910 3686 3521 3196 2965 2631 2150 2087 1353 547 255 734 806
is_linear=0
shrinkage=0.01155


Tree=2560
num_leaves=12
num_cat=0
split_feature=52 39 48 2 16 43 3 43 3 1 42
split_gain=4.65464e-05 6.58595e-05 9.15765e-05 0.000172753 0.000117025 8.01173e-05 7.8424e-05 0.000127623 5.28111e-05 8.88047e-05 6.41254e-05
threshold=-0.27466499999999994 0.005105000000000001 0.11930500000000001 0.11542500000000001 -0.50763499999999995 0.083940000000000015 -0.08348499999999999 -0.089949999999999988 0.084925000000000014 0.089455000000000021 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 10 -10 -8
right_child=1 -3 -4 -5 5 -7 8 -9 9 -11 -12
leaf_value=-0.0017905663314479305 0.003149364113185131 0.0020176164388031642 -0.003016402106644903 0.0037366349762646364 -0.00080717946251546396 -0.0032192280296568197 -0.0039157432023430262 0.0035038019295734486 0.0019563649829193331 -0.0020275827865747446 -0.00031858587770881001
leaf_weight=0.0015249068991762286 0.0010092417423509413 0.0019073140107441948 0.0011242061554291869 0.0013667827801656105 0.0018616546003256355 0.0012247577483139758 0.0012758988617934109 0.0013480388488950629 0.001239058985992969 0.0013111566762245824 0.0010116329664787247
leaf_count=425 120 433 99 283 393 254 358 638 95 95 717
internal_value=0 0.000168109 -0.000108079 0.000172612 -0.000301178 -0.000676756 -0.000289811 0.00100339 -0.00114781 -9.19244e-05 -0.00232494
internal_weight=0 0.0146797 0.0127724 0.0116482 0.0102814 0.0092722 0.00804744 0.00320969 0.00483775 0.00255022 0.00228753
internal_count=3910 3485 3052 2953 2670 2550 2296 1031 1265 190 1075
is_linear=0
shrinkage=0.0106704


Tree=2561
num_leaves=19
num_cat=0
split_feature=1213 14 11 3 157 457 51 16 16 2 3 2 48 4 52 150 1 12
split_gain=0.000627104 0.000390168 0.000267715 0.000200342 0.000207737 0.000175248 0.000239815 0.00016234 0.000154755 0.000167229 0.000285949 0.000153888 0.00012157 0.000221123 0.00027877 0.000218129 0.000162902 2.10363e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.088315000000000018 -0.12008499999999998 -0.077534999999999979 -0.067474999999999993 -0.025709999999999997 0.51388000000000011 -0.110495 0.114165 0.084925000000000014 0.106035 0.016865000000000002 -0.077679999999999985 0.086950000000000013 0.086420000000000011 0.095575000000000007 0.092255000000000018
decision_type=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 9 10 17 -2 13 14 -10 -14 -15 -8
right_child=1 -3 -4 4 5 6 8 -9 12 -11 -12 -13 15 16 -16 -17 -18 -19
leaf_value=-0.0012051954633330822 0.00015303054434988327 -0.0008947422237135051 -0.00062962871363908817 0.00057846880776991113 -0.00053899641918674979 -0.00086161695611521017 0.0003864056509161499 -6.1728704874731204e-05 0.0005484320533120753 -0.00012155179231057727 0.0012055749335462334 0.00091071239949737121 0.00061088405462806478 -0.00096895928776576925 -0.00038832156066642969 -0.00018729599989366998 -0.00010116923256965329 7.7524220304943815e-05
leaf_weight=0.0010304431048629081 0.0013339131107847095 0.0010469707431580147 0.0012304047634739126 0.0016531640913168165 0.0013097279922847328 0.0010205609234156818 0.0010151988287221822 0.001494810504030275 0.0016922072685023213 0.0011953828097122105 0.0010751743142505543 0.0012330408773583573 0.0017860993777037704 0.0010126526000304907 0.0013775114985153519 0.0015105496804522917 0.001056581259080272 0.0010960434736102358
leaf_count=592 127 119 125 381 186 292 219 118 306 173 76 80 231 422 188 88 121 66
internal_value=0 2.74732e-05 7.11762e-05 0.000112507 5.57575e-05 3.83459e-06 5.02033e-05 -0.000386267 0.000135859 0.000371571 0.000556566 0.000516984 1.34205e-05 -0.000135236 0.000128071 0.000245152 -0.000525853 0.000226051
internal_weight=0 0.02314 0.022093 0.0208626 0.0182957 0.0166425 0.0153328 0.00251537 0.0128174 0.0043818 0.00318642 0.00256695 0.0084356 0.00513895 0.00306972 0.00329665 0.00206923 0.00211124
internal_count=3910 3318 3199 3074 2867 2486 2300 410 1890 534 361 207 1356 1037 494 319 543 285
is_linear=0
shrinkage=0.00154607


Tree=2562
num_leaves=15
num_cat=0
split_feature=14 403 403 11 3 124 160 457 0 13 160 52 42 15
split_gain=0.000334009 0.000130326 0.000144816 0.000158009 0.000192432 0.00016463 0.000153534 0.000160213 0.000204161 0.000228557 0.00019338 0.000263481 0.000107148 0.000193719
threshold=0.064610000000000015 -1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 -0.14218999999999996 -0.048219999999999992 0.090735000000000024 -0.0034949999999999994 -0.053834999999999994 -0.083924999999999986 -1.0000000180025095e-35 0.048490000000000012 0.091485000000000025 -0.089594999999999994
decision_type=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 -9 12 13 -12
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 11 -13 -14 -15
leaf_value=-0.00052132781831050468 -0.00095088618496453996 0.00083607385981913137 -0.00050969376648253226 -0.0005113179007708344 0.00062634714026989311 -0.00047877600801710769 -0.00041508662070731194 -0.00014969927614575653 0.0003454911809526324 -0.00063611349781521906 0.00043872045095604326 0.0010390545191651904 0.0006606065820652815 -0.00037106556546638786
leaf_weight=0.0011150573812498182 0.0010125947371951985 0.0010589309535081011 0.001142693010063668 0.0010921685025149222 0.0014949807368522501 0.0011714456090285508 0.0017934557236778817 0.0019958734783122496 0.0011441498385787903 0.0015840677451975154 0.0019337345474614836 0.0015811325899559442 0.0012810925760678507 0.0014460389600037538
leaf_count=906 138 121 336 136 265 237 269 600 43 222 131 152 111 243
internal_value=0 3.4489e-05 6.75967e-05 0.000105127 0.000145968 9.85946e-05 4.19598e-05 0.000109493 0.000172335 -0.000224452 0.000303743 0.00044873 0.000248471 9.22528e-05
internal_weight=0 0.0198348 0.0187198 0.0175771 0.0164849 0.015426 0.013931 0.0121375 0.0109661 0.00272822 0.00823787 0.006242 0.00466087 0.00337977
internal_count=3910 3772 2866 2530 2394 2273 2008 1739 1502 265 1237 637 485 374
is_linear=0
shrinkage=0.00167351


Tree=2563
num_leaves=16
num_cat=0
split_feature=14 157 14 15 3 13 160 457 0 160 133 12 3 16 15
split_gain=0.000400576 0.000148632 0.000175842 0.000253895 0.000160913 0.000176864 0.000131746 0.000150594 0.000183801 0.000168374 0.000299043 0.00018432 0.00018736 0.000218747 0.000190547
threshold=0.073890000000000011 -0.077534999999999979 -0.13131999999999996 -0.15202999999999997 -0.15464999999999998 -0.45122499999999993 0.11161500000000001 -0.066264999999999991 -0.19631499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.10371500000000002 -0.08824499999999999 -0.074204999999999979 -0.053579999999999996
decision_type=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 -12 -14 -15
right_child=-2 2 3 4 5 6 -8 8 9 10 11 -13 13 14 -16
leaf_value=0.00048981432732759199 -0.0010662246146387812 -0.0005922148424466891 0.00083186714190863667 0.00058547384361183868 0.00056737537449258208 -0.00070460661126674836 -0.00072555353615524117 0.00054895251380145799 -0.00073891068958147803 -0.00064633546178004741 -0.0003723165073453731 -0.00054966365317926766 0.00083582785099855714 0.00053725943953852277 -0.0003055553072179716
leaf_weight=0.00192837787118593 0.0010632687096865231 0.0014876025977957437 0.0011239590087435752 0.0012196282893648649 0.0012098274933634813 0.0010715748572668335 0.0010308557826534384 0.0014900857558051124 0.0011315000728480832 0.0018949813385498084 0.0012376009651340883 0.0010489332862705092 0.0019886355859326673 0.0015780159244322841 0.001677832602704158
leaf_count=443 135 137 271 134 41 171 179 67 595 716 173 151 267 167 263
internal_value=0 2.90313e-05 -1.72697e-05 3.10424e-05 -2.32473e-05 -7.1582e-05 -0.000126213 -7.91189e-05 -2.34847e-05 -0.000104279 -2.80971e-05 0.000127466 0.00023704 0.000380836 0.000102933
internal_weight=0 0.0211194 0.019191 0.0177034 0.0165795 0.0153598 0.01415 0.0131192 0.0120476 0.0105575 0.009426 0.00753102 0.00648209 0.00524448 0.00325585
internal_count=3910 3775 3332 3195 2924 2790 2749 2570 2399 2332 1737 1021 870 697 430
is_linear=0
shrinkage=0.00174112


Tree=2564
num_leaves=12
num_cat=0
split_feature=11 0 52 157 160 160 133 2 13 12 1
split_gain=4.88164e-05 7.83771e-05 0.000125472 0.000123179 0.000127084 0.000148004 0.000148128 0.000125989 0.000147649 0.000105711 7.06333e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.24456499999999998 -0.077534999999999979 -1.0000000180025095e-35 0.093550000000000008 -0.0023199999999999996 0.10836000000000003 -0.083514999999999992 0.082640000000000005 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 -8 -3 -10
right_child=-2 9 3 4 5 -7 7 -9 10 -11 -12
leaf_value=-0.0030229397017749516 -0.0018138061612644597 0.0035214670895155511 0.0031189677406392498 -0.0026206980558587307 -0.002273723174329285 -0.0030221428254761009 0.0052237205399996781 -0.0010176213776840019 -5.877552999932201e-05 -0.00018112710241385426 0.0031871731043574864
leaf_weight=0.0013690167484078268 0.001351314670568155 0.0014186841254944329 0.0012025391944685904 0.0017597371002681834 0.0011907039814949274 0.0011060476446847628 0.0012711754164193307 0.0013694661553275908 0.0017260418009119307 0.0015881467515275458 0.0010463976714019801
leaf_count=331 254 239 303 764 676 261 166 233 466 93 124
internal_value=0 0.000142144 -0.00021337 0.000147042 -0.000230363 0.000315221 0.000874186 0.00156663 0.00244184 0.00156583 0.00116634
internal_weight=0 0.015048 0.0120411 0.0106721 0.00946957 0.00770983 0.00660379 0.00541308 0.00404361 0.00300683 0.00277244
internal_count=3910 3656 3324 2993 2690 1926 1665 989 756 332 590
is_linear=0
shrinkage=0.0098578


Tree=2565
num_leaves=12
num_cat=0
split_feature=457 16 11 48 0 49 42 2 43 3 1
split_gain=4.47471e-05 0.000102678 8.90671e-05 7.65581e-05 0.000115668 8.74797e-05 9.16516e-05 0.000153763 0.000164474 0.000213383 0.00011518
threshold=-0.068264999999999978 -0.50388999999999984 1.0000000180025095e-35 0.016865000000000002 -0.14733499999999997 -1.0000000180025095e-35 -0.082904999999999993 0.106285 1.0000000180025095e-35 -0.078884999999999997 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 8 9 -8 -11
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=-0.0022175796127367397 0.0028854257773045077 -0.003386668432834783 -0.0032981697745089185 -0.00056019991404049417 0.0034248525886160773 0.0021918459061742628 -0.0048922741927394852 0.0021607662137913481 -0.0057134079469356135 0.003999662207060415 -0.0008534252748391433
leaf_weight=0.0010659664384761241 0.0015073636848649671 0.0011015183185550679 0.0010351543122363088 0.0017700716150181595 0.0018212481805024517 0.0017545401423725432 0.0010220431828188896 0.0017042833182587371 0.0010047042791437935 0.0010195321048090469 0.001474169047752277
leaf_count=286 270 179 239 98 463 428 758 338 375 202 274
internal_value=0 0.00013528 -0.000167149 8.8617e-05 0.00146072 -0.00045403 -4.91863e-05 -0.000680857 -0.0017522 -0.000620189 0.00113073
internal_weight=0 0.0152146 0.0137073 0.0126721 0.00359132 0.00908079 0.00797927 0.00622473 0.00452045 0.00351574 0.0024937
internal_count=3910 3624 3354 3115 561 2554 2375 1947 1609 1234 476
is_linear=0
shrinkage=0.0111015


Tree=2566
num_leaves=17
num_cat=0
split_feature=14 124 4 157 14 15 158 457 42 2 0 49 150 43 16 1
split_gain=0.000355356 0.000135549 0.000170991 0.000169973 0.000206467 0.000247151 0.0001566 0.000210416 0.000142941 0.000135626 0.000257051 0.000234622 0.000156719 0.000126064 0.000111171 5.40447e-05
threshold=0.064610000000000015 0.11158000000000001 -0.49837999999999999 -0.073574999999999988 -0.13131999999999996 -0.15202999999999997 0.078875000000000015 -0.066264999999999991 -1.0000000180025095e-35 0.11230000000000001 -0.070894999999999986 -0.0090499999999999973 0.086420000000000011 -0.074254999999999988 -0.114825 0.088495000000000018
decision_type=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 -10 -12 -13 -16
right_child=-2 -3 3 4 5 6 -8 8 9 -11 13 14 -14 -15 15 -17
leaf_value=-0.00059063257589134341 -0.00096437080442255156 0.00063098034784049681 0.00053908847351681849 -0.00062479814515639155 0.00082023232928786255 -0.00065577978831307172 -0.00064772302945830678 -0.00030909429661771075 0.00092391828812865583 -0.00021064092671903365 0.0011605184406019921 0.0002322070448605798 6.3117262293524193e-05 0.00035890743173591926 -0.00017032968454769391 -0.00070867022369966903
leaf_weight=0.0012766737493994157 0.0010536376385349286 0.0010070972387034747 0.0017476058180496195 0.0013988889342134428 0.0010758568202373182 0.00111812905450625 0.0010077849538157107 0.0019489629352420429 0.0011831273043140297 0.0019183464784974236 0.0011293333740712841 0.0010835986766529332 0.0011862504550449182 0.0010700352498471191 0.0010904270574370305 0.0010023640524711996
leaf_count=175 138 40 440 122 264 158 322 783 91 248 76 100 78 154 514 207
internal_value=0 3.24845e-05 1.15265e-06 4.32176e-05 -1.02322e-05 4.78006e-05 -1.26889e-05 3.75821e-05 0.000104344 0.000187727 0.000286397 9.44013e-05 0.00049295 0.000770519 -0.00020289 -0.000428173
internal_weight=0 0.0202445 0.0192374 0.0179607 0.0162131 0.0148142 0.0137384 0.0127306 0.0116124 0.00966348 0.00774514 0.00554577 0.00236938 0.00219937 0.00317639 0.00209279
internal_count=3910 3772 3732 3557 3117 2995 2731 2409 2251 1468 1220 990 169 230 821 721
is_linear=0
shrinkage=0.00167351


Tree=2567
num_leaves=19
num_cat=0
split_feature=14 403 403 124 42 39 453 160 475 133 2 12 0 4 160 1 48 12
split_gain=0.00039457 0.000137164 0.000265717 0.000139393 0.000216732 0.000150941 0.000186864 0.000217933 0.000376392 0.000173742 0.000158629 0.000366547 0.000212978 0.000167295 0.00012673 0.000102075 7.28105e-05 3.98138e-05
threshold=0.073890000000000011 0.088015000000000024 0.019620000000000002 0.11158000000000001 -1.0000000180025095e-35 0.084535000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 -0.048844999999999993 0.091545000000000015 0.086875000000000022 0.095775000000000013 -0.15517999999999996 0.074650000000000008 1.0000000180025095e-35 0.095575000000000007 0.11028500000000001 0.085665000000000005
decision_type=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 13 12 16 15 17 -9 -12 -14
right_child=-2 -3 -4 -5 5 -7 -8 9 -10 -11 11 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.0006121760142147679 -0.0010831853745108613 -0.00054756325829472419 0.00095645642494346741 0.00064880683452305898 0.00045233754696997986 0.00066973289268324723 -0.00072600766293928959 -0.00070869610740861139 -0.00089387567347091665 -0.00053339279582998312 0.00045509480184560312 -0.00056324087936889195 0.0014081808163296443 0.0004642128681654405 0.00039079690670076872 5.0225498127102386e-05 -0.00017344760478303314 0.00090940118306655129
leaf_weight=0.0017451476001731072 0.0010521382342858479 0.0012157110979386021 0.0010054879128450203 0.0010472560136894271 0.0010486264127450625 0.0011400476905060212 0.001041990009647554 0.001200060428307205 0.0017452410443209122 0.0010131300784745412 0.0013794113613397859 0.001039745028136585 0.0010033882754890517 0.0012086367381084727 0.0010261352260997197 0.0010463191038780906 0.0010046162382195689 0.001015675503619029
leaf_count=797 135 336 141 40 265 318 85 255 566 269 83 103 102 59 160 86 28 82
internal_value=0 3.13832e-05 6.70909e-05 1.92841e-05 -1.80511e-05 4.71053e-05 -9.43554e-07 5.40787e-05 -0.000388599 0.00016716 0.000238679 0.00040277 0.000587769 -6.85558e-05 0.000898995 -0.000355205 0.00019023 0.00115727
internal_weight=0 0.0209266 0.0197109 0.0187054 0.0176582 0.015913 0.014773 0.013731 0.00279387 0.0109371 0.00992399 0.00646897 0.00542923 0.00345502 0.0030452 0.00224638 0.00238403 0.00201906
internal_count=3910 3775 3439 3298 3258 2461 2143 2058 831 1227 958 558 455 400 344 341 111 184
is_linear=0
shrinkage=0.00177594


Tree=2568
num_leaves=13
num_cat=0
split_feature=42 51 52 159 43 42 160 49 133 48 16 12
split_gain=4.39007e-05 8.73933e-05 7.79732e-05 7.58133e-05 9.98151e-05 9.66713e-05 8.82976e-05 9.33938e-05 0.000106567 9.69264e-05 0.000157955 8.925e-05
threshold=-0.10770999999999999 -0.07742499999999998 -0.092084999999999986 0.087945000000000009 -0.15109999999999998 0.091955000000000023 -1.0000000180025095e-35 0.091860000000000011 0.083815000000000014 0.086215000000000014 -0.087089999999999987 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 8 9 10 11 -8
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0022041873355006024 7.7633417529958436e-05 0.0027546758267868073 -0.0042195303414594171 0.0034262697810924642 -0.0026642913960330766 -0.0035043842955613347 0.00020290587321020374 0.0039319889971283989 0.0028965033537267197 -0.0027110721797905498 -0.0025181188845364621 0.0050432026306163483
leaf_weight=0.0011437769116673128 0.0011919078016594878 0.0017883428693275536 0.0010680971085743418 0.0010880173348546381 0.0012514604518411576 0.0010608028736461142 0.0010319020575224056 0.0010022354996403176 0.0014754186379810838 0.0018885513915292071 0.0013425493612558128 0.0010013221500302233
leaf_count=241 307 193 302 367 481 573 213 173 266 139 481 174
internal_value=0 0.000142258 -0.00195324 0.000508508 0.000240444 -0.000206762 0.000182203 0.000642327 0.000153137 -0.000615739 0.00055648 0.00258665
internal_weight=0 0.0151906 0.00226 0.0129306 0.0118426 0.0100542 0.00899344 0.00774198 0.00673974 0.00526432 0.00337577 0.00203322
internal_count=3910 3669 609 3060 2693 2500 1927 1446 1273 1007 868 387
is_linear=0
shrinkage=0.01155


Tree=2569
num_leaves=17
num_cat=0
split_feature=14 403 403 124 2 2 151 160 12 13 52 4 48 0 1 43
split_gain=0.00035037 0.000159547 0.000217306 0.000159416 0.000196426 0.000321414 0.000277754 0.000218745 0.000203691 0.000235475 0.000267428 0.000308463 0.000228612 0.000184545 0.000242449 0.000371767
threshold=0.073890000000000011 0.088015000000000024 0.019620000000000002 -0.061329999999999989 0.086875000000000022 0.084235000000000018 -0.083559999999999982 -0.080734999999999987 0.095295000000000019 -0.074599999999999986 0.091210000000000013 0.0057500000000000008 0.085760000000000017 -0.10575999999999998 0.095575000000000007 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 -6 -8 9 12 11 -11 -9 -5 -15 -16
right_child=-2 -3 -4 4 6 -7 7 8 -10 10 -12 -13 -14 14 15 -17
leaf_value=0.00052075280171443809 -0.0009975310296124508 -0.00055629232172239775 0.00083527614243672846 0.00039333923328221465 -0.00054746039143976541 -0.0011422911137898145 -0.00043915956590677159 0.00041585477523800314 -0.00016456242637264313 -0.00076603614153968394 0.00094344164497451276 0.00035855304804273083 0.0014433835268254998 -0.00096405510029414095 -0.00074352804124989101 0.00048831959790363272
leaf_weight=0.0017222687127721346 0.0010156413258545901 0.0012846010255620792 0.0010115773928548863 0.0016003525077376568 0.0016041249126109063 0.0010113648762258443 0.0012863564216683944 0.0014477173678278804 0.0019895600939371693 0.0011160230948609939 0.0010628652197796906 0.0019566799040691071 0.0011182334489462618 0.0011267767483073609 0.0012361723688927989 0.0016895212751254808
leaf_count=282 135 336 141 69 250 374 336 243 375 228 86 150 98 516 94 197
internal_value=0 2.76683e-05 6.34248e-05 2.43229e-05 -2.25365e-05 -0.000256021 0.000111813 0.000217808 0.000315045 0.000457432 0.000205392 -4.99041e-05 0.000863649 -9.7455e-05 -0.000291274 -3.21642e-05
internal_weight=0 0.0222642 0.0209796 0.019968 0.0182457 0.00666419 0.0115816 0.00997744 0.00869108 0.00670152 0.00413557 0.0030727 0.00256595 0.00565282 0.00405247 0.00292569
internal_count=3910 3775 3439 3298 3016 1250 1766 1516 1180 805 464 378 341 876 807 291
is_linear=0
shrinkage=0.00170698


Tree=2570
num_leaves=18
num_cat=0
split_feature=14 453 4 16 403 403 52 160 13 52 43 15 160 3 16 0 1
split_gain=0.000512739 0.000141512 0.000219221 0.000196138 0.000194964 0.000176169 0.000163633 0.000169137 0.000185822 0.000231834 0.000215267 0.000162703 0.000140397 0.000108409 0.000105901 0.00025063 0.000125215
threshold=0.077685000000000018 1.0000000180025095e-35 0.27608500000000008 -0.077034999999999978 -1.0000000180025095e-35 0.088015000000000024 -0.27466499999999994 -0.092169999999999988 -0.49820499999999995 1.0000000180025095e-35 -0.049504999999999987 -1.0000000180025095e-35 0.043720000000000009 -0.083604999999999985 -0.25582999999999995 -0.10131499999999999 0.095575000000000007
decision_type=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 11 -10 13 -11 -12 16 -16
right_child=-2 -3 3 -5 5 -7 7 8 9 12 14 -13 -14 -15 15 -17 -18
leaf_value=-0.00060281483600977174 -0.0010962979948992712 -0.00047935492512944335 0.00080588751790131074 -2.8591390431814708e-05 -0.00037928224181287831 -0.00052292722864066723 -0.00039805833273009322 -0.00043974042290009655 4.7133033969984395e-05 0.0010534761715966028 0.00033807237795592244 0.00075540836796734252 6.3281611182310266e-05 0.00045199112495952575 -0.00023730317312424187 -0.00079492902945262436 0.00044405826671011504
leaf_weight=0.0011889048734636523 0.0010012857587537718 0.0012101696354432914 0.0016610404776190362 0.0011321615098011106 0.0016066839346370121 0.0012134449176864131 0.0012658799330305332 0.0010185257527339777 0.0014865187926530674 0.0013407351459413519 0.0010269587750235676 0.0016202769786230233 0.0010145048867661322 0.0015377909581755994 0.0015389944231629649 0.0012363974666875742 0.0011094660140243962
leaf_count=884 126 98 316 98 348 313 380 31 436 77 37 122 98 208 68 213 57
internal_value=0 3.47288e-05 6.43564e-05 0.00046765 2.47907e-06 4.47704e-05 8.83622e-05 0.000141289 0.000194092 0.000248289 9.8001e-05 0.000416518 0.000557843 0.000732146 -0.000103465 -0.000220185 4.81258e-05
internal_weight=0 0.0222085 0.0209983 0.0027932 0.0182051 0.0170162 0.0158027 0.014196 0.0129302 0.0119116 0.00801861 0.0031068 0.00389303 0.00287853 0.00491182 0.00388486 0.00264846
internal_count=3910 3784 3686 414 3272 2388 2075 1727 1347 1316 933 558 383 285 375 338 125
is_linear=0
shrinkage=0.00154607


Tree=2571
num_leaves=13
num_cat=0
split_feature=1 43 0 39 48 16 51 0 3 1 43 4
split_gain=4.80921e-05 0.000105577 0.000104482 0.000101807 0.000112825 0.000173375 0.000101908 8.42967e-05 7.31078e-05 6.75445e-05 6.07463e-05 5.38102e-05
threshold=0.087545000000000026 -0.24333999999999997 -0.084074999999999997 0.005105000000000001 0.11930500000000001 -0.110495 0.022335000000000004 -0.13870499999999999 -0.115685 1.0000000180025095e-35 -1.0000000180025095e-35 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 -3 7 -7 -4 -1 -9 -10
right_child=1 3 8 -5 -6 6 -8 10 11 -11 -12 -13
leaf_value=-0.0055429888023837831 -0.0036148235130371614 0.0047761531770339448 0.0031348915282805737 0.0048654505601448536 -0.0036677686033825593 0.0044416771863841553 -0.0038939748135390661 0.0018007553155169082 0.00053360816244953991 -0.00064606989697247935 -0.0030798662082778304 -0.0035315204448521397
leaf_weight=0.0013263321973805038 0.0010844293238932495 0.0019686787081570744 0.0013470938754904793 0.0012871137042857863 0.0011392458345402812 0.0010018945100949148 0.0012139408359627124 0.0010605975669108064 0.0018965171441139412 0.0010336220285571823 0.0010433033650524282 0.0010397199871840681
leaf_count=996 61 252 99 347 89 57 153 366 282 198 293 717
internal_value=0 0.000610893 -0.000971874 0.00113672 0.000490585 0.00124394 -0.000365837 0.00101318 0.000364949 -0.00339822 -0.000619496 -0.000905852
internal_weight=0 0.0097992 0.00664329 0.00871477 0.00742766 0.00628841 0.00431974 0.0031058 0.00428333 0.00235995 0.0021039 0.00293624
internal_count=3910 1618 2292 1557 1210 1121 869 716 1098 1194 659 999
is_linear=0
shrinkage=0.0143609


Tree=2572
num_leaves=12
num_cat=0
split_feature=150 151 3 4 124 3 4 42 3 4 3
split_gain=4.49665e-05 0.000111088 0.000107928 8.55851e-05 7.43092e-05 9.74718e-05 0.000129583 0.000131665 0.000119974 0.000136221 0.000113664
threshold=0.083205000000000015 -0.03268999999999999 0.096385000000000012 0.40359500000000004 -0.018779999999999995 0.13772500000000001 -0.08422499999999998 -0.089024999999999979 -0.078884999999999997 -1.0000000180025095e-35 -0.12008499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 10 -8 -9 -10 -6
right_child=2 3 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=-0.003399153870038502 -0.00040909646439039047 -0.0030781815466579031 0.0039900785194700661 0.0026188517153727785 -0.00043008296520186963 0.0031276565429772946 0.004047716794021025 -0.0029736601736561077 0.0036306033192845481 -0.001142818848321459 -0.0052573440082585117
leaf_weight=0.0013387238197702456 0.0019377162092454074 0.0011157928764085031 0.0011333016320509703 0.0014504730505982321 0.001430277909337356 0.0011326415599762782 0.0011026133404530934 0.0014724039827337908 0.0013645876069504096 0.0017491552542397114 0.0011114636592421843
leaf_count=322 401 116 103 291 215 70 180 949 435 354 474
internal_value=0 -0.000306192 0.00121434 4.09019e-05 -0.000315933 1.32407e-05 -0.00041535 0.000534378 -0.000310309 0.000949118 -0.00254097
internal_weight=0 0.0132681 0.00307102 0.0119294 0.0104789 0.00936314 0.0082305 0.00568876 0.00458615 0.00311374 0.00254174
internal_count=3910 3406 504 3084 2793 2677 2607 1918 1738 789 689
is_linear=0
shrinkage=0.0113235


Tree=2573
num_leaves=17
num_cat=0
split_feature=14 157 14 15 403 47 124 3 2 1 2 1 2 0 16 12
split_gain=0.000329033 0.000144747 0.000135097 0.000222338 0.000155068 0.000158931 0.000163715 0.000143992 0.000179082 0.000341331 0.000147555 0.000162871 0.000118512 0.000234288 8.20549e-05 4.22761e-05
threshold=0.064610000000000015 -0.077534999999999979 -0.13131999999999996 -0.15202999999999997 0.087440000000000004 0.13177500000000003 -0.027784999999999997 -0.08348499999999999 0.089910000000000004 0.095575000000000007 0.106035 0.10617500000000001 0.087005000000000013 0.047345000000000005 -0.095109999999999986 0.091475000000000015
decision_type=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 12 9 -9 14 -12 15 -14 -10 -8
right_child=-2 2 3 4 -6 -7 7 8 10 -11 11 -13 13 -15 -16 -17
leaf_value=0.00051234015527328752 -0.0010146090719484143 -0.00054574338981841963 0.00082634257728566337 0.00078531898607028729 -0.00068744606778148841 -0.00056813112131373937 0.00035775902217942591 -0.0011062719636751753 0.0007896060406465046 0.00010221957886998019 -0.00067670963328085717 0.0002509183517206283 -0.00062217055719327092 0.00059384013837393221 0.00013183613877569564 0.00088241734834321964
leaf_weight=0.001893620203984695 0.0010288536702165998 0.0014429663978474143 0.0010813680763149839 0.0010147010317496522 0.0010733390891929434 0.0013417598978546783 0.0010155652573664714 0.0014232935112725728 0.0010594560763186713 0.001662972152178116 0.0012505459078084175 0.0012339221329739913 0.0010131228558288713 0.0010679913253418731 0.0015082806004210313 0.0010004066458994543
leaf_count=443 138 137 271 169 297 62 412 520 111 198 221 114 341 101 292 83
internal_value=0 3.57089e-05 -1.39103e-05 3.19146e-05 -2.29241e-05 2.59558e-05 8.61148e-05 2.81294e-05 -0.000111299 -0.000455101 9.87205e-05 -0.000215999 0.000305091 1.86482e-06 0.000403234 0.000618116
internal_weight=0 0.0200833 0.0181897 0.0167467 0.0156654 0.014592 0.0132503 0.0122356 0.00813847 0.00308627 0.0050522 0.00248447 0.00409709 0.00208111 0.00256774 0.00201597
internal_count=3910 3772 3329 3192 2921 2624 2562 2393 1456 718 738 335 937 442 403 495
is_linear=0
shrinkage=0.00181146


Tree=2574
num_leaves=12
num_cat=0
split_feature=457 16 11 48 0 49 13 13 16 15 42
split_gain=4.19318e-05 8.185e-05 7.69282e-05 7.74504e-05 9.59884e-05 7.03435e-05 7.73644e-05 0.000193577 7.59854e-05 0.00012817 0.000181689
threshold=-0.068264999999999978 -0.50388999999999984 1.0000000180025095e-35 0.016865000000000002 -0.14733499999999997 -1.0000000180025095e-35 0.24813000000000004 0.0024700000000000004 0.15737500000000001 -0.10192499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 8 9 -7 -11
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0019062720503071663 0.0023102655798113432 -0.0027254219955674367 -0.002707656250303862 -0.00030978820908983011 0.0028973127580829133 -0.0018867209410275763 0.002345323130320607 -0.0041245477370814732 -0.001590550992900591 0.0037666581255740637 -0.0012843254213815796
leaf_weight=0.0010673829287905804 0.0014889950185755082 0.0011085633504233942 0.0010347241994965442 0.0018009749207370945 0.0018267558169387079 0.0011155660963301979 0.0011053021068072027 0.0011660859860049885 0.0015372139876552726 0.0019979052405372094 0.0010588090573530429
leaf_count=286 270 179 239 98 463 216 90 332 280 537 920
internal_value=0 0.00011484 -0.000122871 8.7438e-05 0.00130516 -0.000398572 -7.5367e-05 -0.000464511 0.000283001 0.000973283 0.00201706
internal_weight=0 0.0152409 0.0137519 0.0127172 0.00362773 0.00908945 0.00798088 0.00687558 0.00570949 0.00417228 0.00305671
internal_count=3910 3624 3354 3115 561 2554 2375 2285 1953 1673 1457
is_linear=0
shrinkage=0.0098578


Tree=2575
num_leaves=18
num_cat=0
split_feature=14 403 11 3 124 159 40 13 2 16 0 0 0 52 51 0 15
split_gain=0.000320284 0.000170765 0.000204517 0.000216049 0.000172405 0.000113501 0.000128884 0.000162914 0.000169522 0.000168565 0.000163428 0.000206486 0.000148884 0.000166648 0.000163248 0.000153509 4.05338e-05
threshold=0.064610000000000015 0.088015000000000024 0.088315000000000018 -0.15121499999999996 -0.061329999999999989 0.10407500000000001 -0.064199999999999993 -0.10023999999999998 0.097940000000000013 -0.41862999999999995 -0.053834999999999994 -0.070894999999999986 -0.083424999999999985 0.0033900000000000002 0.08955500000000001 -0.10575999999999998 -0.095799999999999982
decision_type=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 11 12 13 14 15 16 -11
right_child=-2 -3 -4 4 5 -7 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00077759968192226043 -0.00085035777516003907 -0.00054094699562245031 -0.00059812894672396416 0.00054768756865869309 -0.0004579262446528983 -0.00048804632086190742 4.5072414837454106e-05 -0.00052338219964045941 0.00090377752665680023 0.00021219487384706187 -0.00037654008491050855 0.00076050237509936729 -0.00046482250085666158 0.00057672726278152188 -0.00054040067122520434 -0.0002655498881612775 0.00064767551647764647
leaf_weight=0.0010765468224356476 0.0010330948390604297 0.0011705492091086981 0.0010430806767383052 0.0015912099811739499 0.0011089024804172226 0.0010094429443615925 0.0010972695364699662 0.001237837305395755 0.0011008639746456425 0.0010288721658344713 0.0015600758516481706 0.0012050324301580498 0.0010644546667454291 0.0016726491503575172 0.0010148115840984927 0.0012147200659935187 0.0010148221844872287
leaf_count=132 138 336 124 287 121 256 83 150 94 42 205 223 754 414 75 428 48
internal_value=0 3.22144e-05 6.74503e-05 0.000106025 6.32983e-05 1.30193e-05 4.83395e-05 9.08331e-05 0.000475127 1.4132e-05 8.2196e-05 0.000169309 6.76863e-05 0.000163018 1.08191e-06 0.000169723 0.000428438
internal_weight=0 0.0202111 0.0190406 0.0179975 0.016921 0.0153298 0.0143203 0.0132114 0.00219813 0.0110133 0.00977544 0.00821536 0.00701033 0.00594588 0.00427323 0.00325841 0.00204369
internal_count=3910 3772 3436 3312 3180 2893 2637 2516 177 2339 2189 1984 1761 1007 593 518 90
is_linear=0
shrinkage=0.00154607


Tree=2576
num_leaves=17
num_cat=0
split_feature=14 403 11 3 157 1375 159 160 133 2 13 0 0 13 0 1
split_gain=0.000295609 0.000164523 0.000181495 0.000188406 0.000128256 8.87262e-05 8.65088e-05 8.4814e-05 0.000172465 0.000146221 0.000169759 0.000151332 0.000264177 0.000128703 0.000119566 8.51398e-05
threshold=0.064610000000000015 0.088015000000000024 0.088315000000000018 -0.15121499999999996 -0.08107499999999998 -0.072014999999999982 0.096890000000000018 -1.0000000180025095e-35 -0.0023199999999999996 0.12547000000000003 -0.083514999999999992 -0.07773999999999999 -0.10575999999999998 -0.13934999999999997 -0.053834999999999994 0.10801000000000001
decision_type=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 15 -9 10 13 12 -12 -10 -13 -7
right_child=-2 -3 -4 4 5 6 -8 8 9 -11 11 14 -14 -15 -16 -17
leaf_value=0.00079451738104215823 -0.00092035016287973651 -0.0006020932666984417 -0.0006364367830315195 0.00057724569385945079 -0.00044234744982586888 -0.00055238126229799204 -0.00040335370937631047 -0.00048087406402479843 0.00032025810932439976 -0.00034397522386810916 0.00031618158760638744 0.00088050956861495874 -0.00064386637908119156 0.001047482522772907 0.00011656145283760849 0.00013692124336266341
leaf_weight=0.0010903111032367309 0.0010049437129610725 0.0011360659803990722 0.0010110962456399966 0.0012975927624106062 0.0011285243864108856 0.0010867328657477035 0.0011062347592478367 0.0011199516145253543 0.00160698045426012 0.0011572290332331073 0.0019383246650890632 0.0010882650387890602 0.0014674048916254109 0.0012691151583601587 0.0013222433653732268 0.0010049447494933084
leaf_count=132 138 336 124 332 95 537 306 573 72 159 149 284 313 171 125 64
internal_value=0 2.86167e-05 6.69441e-05 0.000107161 6.19967e-05 1.82868e-05 5.49792e-05 9.37984e-05 0.000153864 0.000226037 0.000301924 0.000134176 -9.74681e-05 0.000641155 0.000461459 -0.000221206
internal_weight=0 0.019831 0.018695 0.0176839 0.0165935 0.015296 0.0141674 0.0130612 0.0109695 0.00984956 0.00869233 0.00581624 0.00340573 0.0028761 0.00241051 0.00209168
internal_count=3910 3772 3436 3312 3180 2848 2753 2447 1846 1273 1114 871 462 243 409 601
is_linear=0
shrinkage=0.00170698


Tree=2577
num_leaves=18
num_cat=0
split_feature=14 403 403 12 157 0 43 43 14 52 15 43 52 1 1 4 2
split_gain=0.000403441 0.000194476 0.000299344 0.000161504 0.000181327 0.00019035 0.000217165 0.000366234 0.000264437 0.0002606 0.000149767 0.000214667 0.000272104 0.000117685 0.000253988 0.000188456 7.90446e-05
threshold=0.073890000000000011 0.088015000000000024 0.03138500000000001 0.085945000000000008 -0.077534999999999979 -0.017269999999999997 -0.089949999999999988 -0.042649999999999993 -0.13131999999999996 0.12267000000000002 0.091195000000000012 -0.079109999999999986 -0.062489999999999997 0.094695000000000015 0.11052000000000002 -1.0000000180025095e-35 0.092745000000000008
decision_type=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 13 11 -5 -13 15 -15 -10 -14
right_child=-2 -3 -4 10 5 -7 7 8 9 -11 -12 12 16 14 -16 -17 -18
leaf_value=0.00068378647843142656 -0.00098815475366118141 -0.00057943718764064426 0.00090945438315006275 -0.00073341864626881971 -0.00072221614299307888 0.00055944502963880594 0.00093794126900018982 -0.00083162728108279358 9.9975025348370163e-05 0.00078860846066680548 0.0002534842000975382 0.00050160242979475043 -0.00071437603668021113 0.00053865553898340866 -0.00047052657259933787 -0.00084861673863166013 -0.00011319329277255754
leaf_weight=0.001382389605938005 0.0010588240496761233 0.0012794586093843275 0.0010359332678355751 0.0019051119081476527 0.001033317424220013 0.0016931705338955752 0.0010682539423363989 0.0010167845550030936 0.0010744248945466313 0.0010368980804603828 0.0016692722590392062 0.0013618854271046669 0.0011113868793817096 0.0015782262253951629 0.0010915146334324194 0.0010932775744135169 0.0011528469219973369
leaf_count=225 135 336 123 528 151 201 269 64 197 49 468 241 467 77 128 100 151
internal_value=0 2.88088e-05 6.71361e-05 2.18511e-05 0.000135601 6.46848e-05 -2.84701e-05 6.15947e-05 -7.42554e-05 5.68374e-05 -0.000168798 -0.000296238 -6.65498e-05 -0.000100017 0.000126055 -0.000378446 -0.000408281
internal_weight=0 0.0215842 0.0203047 0.0192688 0.0120683 0.0106859 0.0089927 0.00795938 0.00689113 0.00587434 0.0072005 0.00553123 0.00362612 0.00483744 0.00266974 0.0021677 0.00226423
internal_count=3910 3775 3439 3316 1461 1236 1035 884 615 551 1855 1387 859 502 205 297 618
is_linear=0
shrinkage=0.00160853


Tree=2578
num_leaves=13
num_cat=0
split_feature=49 1 49 42 403 43 52 50 52 51 52 15
split_gain=4.24339e-05 0.000106586 0.000108476 7.1176e-05 0.000103763 0.000142294 0.000149615 0.000135205 0.000135082 0.000105061 8.99878e-05 0.000170967
threshold=-0.045004999999999996 0.10113500000000002 -0.085974999999999982 0.092395000000000019 0.03138500000000001 0.12512500000000001 -0.074484999999999982 0.083215000000000011 0.10898500000000001 -0.089214999999999989 0.071660000000000015 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 8 10 -2 11 -8
right_child=3 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0032273955813153874 -0.0010082655689856593 0.0036821517884418563 0.0019689218887344452 -0.0026393602531121674 0.0031828349030613521 0.0038916904041093481 0.0030507976898762499 -0.0041286877178254803 -0.0031913721789424134 -0.0063942328148800902 0.0048328567933558645 -0.0027965847696466467
leaf_weight=0.0011466853367079876 0.0010727658705309683 0.001480951860900262 0.0012741860440790573 0.0017834783296580827 0.0013495272909155682 0.0010117234124226724 0.0018779651939043532 0.001003349618193026 0.0010311587770350517 0.0011040779794167926 0.0010675430923790218 0.0012520018199715698
leaf_count=148 248 237 144 742 334 173 240 345 202 357 375 365
internal_value=0 0.00109207 -0.000492399 -0.000371372 4.19579e-06 -0.000451154 -0.000973669 -7.39458e-06 0.000783456 -0.00373999 0.00175991 0.000711817
internal_weight=0 0.00390182 0.00242087 0.0125536 0.0107701 0.00942059 0.00840886 0.00623202 0.00522867 0.00217684 0.00419751 0.00312997
internal_count=3910 529 292 3381 2639 2305 2132 1527 1182 605 980 605
is_linear=0
shrinkage=0.0122569


Tree=2579
num_leaves=18
num_cat=0
split_feature=14 11 3 157 403 12 159 457 52 15 133 2 2 42 1 4 16
split_gain=0.000388478 0.000193185 0.000231993 0.000183439 0.000220958 0.000160773 0.000172685 0.00020143 0.000191456 0.000328764 0.000248318 0.000326241 0.000305209 0.000178234 0.000137391 0.000221069 0.000244865
threshold=0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.08107499999999998 -1.0000000180025095e-35 0.11655500000000001 0.096890000000000018 -0.0034949999999999994 0.10599500000000002 -0.074174999999999977 -0.091614999999999988 0.11203000000000002 0.099015000000000006 0.091145000000000018 0.094695000000000015 -0.0017649999999999999 -0.078844999999999985
decision_type=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 -9 12 13 14 15 16 -12
right_child=-2 -3 3 4 5 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0006654318592611495 -0.00099085754854439322 -0.00063435178007999302 0.00057615684797151687 -0.00077993776637507698 -0.00043557374371880266 -0.00059742542777889668 -0.00056574311322951881 -0.00051370740868997354 0.00041468135869403137 -0.00079675172415468874 0.00089737675603692238 -0.00036883303681248502 0.0012131349086118637 0.00092185725577297029 0.00058176496492750717 -0.00045898431072725036 -0.00018354193648597968
leaf_weight=0.0015558712605380836 0.0010737610126426008 0.0011514499031521899 0.0014116184981554187 0.0010194448444271363 0.0016882781374482842 0.0011077850474844426 0.0011399161145289978 0.0010006925261973392 0.0011033382504765099 0.0013298883741727037 0.0011287882201516256 0.0014553579584787408 0.0012707600446686118 0.0011591526529415629 0.0018398728423639366 0.0014789952957890654 0.001127824927160348
leaf_count=143 135 125 337 866 198 122 304 299 151 219 89 222 130 130 134 130 176
internal_value=0 1.98361e-05 5.60201e-05 6.79468e-06 -3.82315e-05 6.69416e-06 4.92586e-05 9.73319e-05 0.000167104 -0.000247432 0.000263521 0.000345731 0.000475637 0.000336478 0.000214777 3.40265e-05 0.000357148
internal_weight=0 0.021969 0.0208176 0.0192617 0.0178501 0.0168307 0.0157229 0.0145829 0.0128947 0.00243323 0.0104614 0.00946075 0.00800539 0.00673463 0.00557548 0.00373561 0.00225661
internal_count=3910 3775 3650 3507 3170 2304 2182 1878 1680 370 1310 1011 789 659 529 395 265
is_linear=0
shrinkage=0.0016407


Tree=2580
num_leaves=19
num_cat=0
split_feature=14 403 403 403 11 3 124 159 150 40 453 50 160 0 47 13 48 3
split_gain=0.00038989 0.000169055 0.000182285 0.000317738 0.000145107 0.000212242 0.000152408 0.000177951 0.000171388 0.000191246 0.00019836 0.000177491 0.000227018 0.000213188 0.000165455 0.000319854 9.53957e-05 0.000106303
threshold=0.073890000000000011 -1.0000000180025095e-35 0.088015000000000024 0.03138500000000001 0.08776500000000001 -0.14218999999999996 -0.048219999999999992 0.096890000000000018 0.11247500000000001 -0.062739999999999976 1.0000000180025095e-35 0.082725000000000007 0.090735000000000024 -0.10575999999999998 0.092255000000000018 -0.074599999999999986 0.084500000000000006 0.084925000000000014
decision_type=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 -8 11 12 13 16 15 -15 17 -11
right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00061276485525779125 -0.0011080124200718788 0.00091579519829157181 -0.00059750344077346654 0.001102101254746477 -0.00058652885746122247 0.00058368931900421191 -0.00060394703958896716 -0.00071368700647362834 -0.00066261950612814203 0.00066244528577576211 -0.00058158940972477524 -0.000405075111249087 -0.00039670623520981932 0.00053614361481483814 0.00070934672739827607 -0.00065704017045826297 0.00041571740355454375 0.0015011624603256948
leaf_weight=0.00126047884131827 0.0010505011300930558 0.0010532166232059608 0.0012579117408613094 0.00108026343198618 0.0010785749895996224 0.0016983212840573627 0.001138387636485807 0.001105889094438599 0.0010413306844446616 0.0010559038704429655 0.0010314611198893884 0.0011813668784484638 0.001187347196762536 0.0016079597952710764 0.0015375843386325541 0.0014665480271004311 0.0011917145015134523 0.0010088080433001689
leaf_count=906 135 109 336 123 127 253 98 279 108 52 74 372 115 312 112 297 58 44
internal_value=0 4.42164e-05 8.41782e-05 0.000128232 7.10078e-05 0.000111988 5.98993e-05 -1.22103e-06 5.73664e-05 0.000117795 0.000190707 0.00026852 0.000356393 0.000470035 0.000214479 -3.30081e-05 0.000831979 0.00107224
internal_weight=0 0.0219831 0.0207226 0.0194647 0.0183844 0.0173058 0.0162526 0.0145543 0.0134484 0.0124071 0.0112687 0.0102372 0.00905587 0.00786852 0.00461209 0.00307451 0.00325643 0.00206471
internal_count=3910 3775 2869 2533 2410 2283 2174 1921 1642 1534 1436 1362 990 875 721 609 154 96
is_linear=0
shrinkage=0.00184769


Tree=2581
num_leaves=13
num_cat=0
split_feature=42 51 51 2 1 12 3 133 15 13 4 2
split_gain=5.18083e-05 9.79585e-05 8.16176e-05 7.18816e-05 0.000135772 0.000104013 0.000130915 0.000164327 0.00010087 8.60044e-05 8.59788e-05 5.26866e-05
threshold=-1.0000000180025095e-35 -0.054259999999999996 -0.07742499999999998 0.086650000000000019 0.095155000000000017 0.099170000000000022 0.088060000000000013 0.0035300000000000006 -0.095799999999999982 -0.028919999999999998 0.0066400000000000009 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 -4 6 7 9 -8 -5 -10 -2
right_child=2 -3 3 5 -6 -7 8 -9 10 -11 -12 -13
leaf_value=0.0014461953285792313 -1.477890298213872e-05 -0.0032173882997420284 -0.0030733000272654977 0.0030514911895744515 0.0017214233065795744 -0.0021214748794957262 -0.0020515803409154754 -0.00011564513285437741 -0.00063467296619243798 0.0077895137520928885 0.0041529460625019856 -0.0038802338485578315
leaf_weight=0.0010247970573202207 0.0010216906411800288 0.0017801056213259383 0.0017984313706072572 0.0010939332856187275 0.0016218688887319685 0.0011268660368530031 0.0015778806770871887 0.0011731041280596604 0.0010079990666356786 0.0011191924896041582 0.001170739331090187 0.0010150094396626091
leaf_count=159 153 901 658 247 336 192 135 470 99 119 73 368
internal_value=0 -0.00151351 0.000278738 0.000665502 -0.000799695 0.0012715 0.00180678 0.00352027 0.000262235 0.00544754 0.00193794 -0.00194117
internal_weight=0 0.0028049 0.0137267 0.01169 0.0034203 0.00826972 0.00714285 0.00338623 0.00375662 0.00221313 0.00217874 0.0020367
internal_count=3910 1060 2850 2329 994 1335 1143 836 307 366 172 521
is_linear=0
shrinkage=0.0120166


Tree=2582
num_leaves=18
num_cat=0
split_feature=14 403 403 403 11 3 124 159 13 0 0 0 2 52 15 12 2
split_gain=0.000271989 0.000177196 0.000206495 0.000160275 0.000146863 0.000193673 0.00012694 0.000176223 0.000115062 0.000136356 0.000246692 0.000149156 0.000212767 0.00017659 0.000129771 0.000126884 0.000235945
threshold=0.064610000000000015 0.088015000000000024 0.010605000000000002 -1.0000000180025095e-35 0.08776500000000001 -0.14218999999999996 -0.048219999999999992 0.096890000000000018 -0.083514999999999992 -0.053834999999999994 -0.075584999999999986 -0.10575999999999998 0.085355000000000014 0.0033900000000000002 -0.095799999999999982 0.095295000000000019 0.091525000000000009
decision_type=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 15 10 11 12 -10 14 -14 16 -8
right_child=-2 -3 -4 4 -6 6 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00056025081042436215 -0.0008424119111004176 -0.0005900396904760883 0.00078524640361293222 0.00079745937338570965 -0.00054450771264316839 0.00049685399256283944 1.4897418241453601e-05 -0.00065620631519925179 0.0007240454360975656 -0.0004755576183249605 0.00070120231690297679 -0.00055333277922836989 -0.00072014163780438341 0.0004668794909385156 -1.7530422700285449e-05 -0.00012730124540186966 0.0010977350574543012
leaf_weight=0.0011937979658570219 0.0010273131359682932 0.0011961208197027546 0.0010038470989080566 0.0010040946100661361 0.0010124235785680105 0.0015569915720024642 0.0010943695875899875 0.001012517020576492 0.0010100271196478135 0.0015913248922855066 0.0013071013453826719 0.0014045741106773479 0.0012728881565115535 0.0010147490762548728 0.0015934806278174451 0.0011299120641420635 0.0010725561918391302
leaf_count=906 138 336 147 109 127 253 334 279 29 179 186 484 66 43 97 47 150
internal_value=0 2.27258e-05 6.0752e-05 2.09463e-05 6.15759e-05 9.97725e-05 5.32572e-05 2.10926e-06 5.54722e-05 -3.8823e-05 5.25887e-05 -8.20748e-05 5.32548e-05 -0.000121313 -0.000329544 0.00031844 0.000550866
internal_weight=0 0.0204708 0.0192747 0.0182708 0.017077 0.0160646 0.0150605 0.0135035 0.012491 0.00919415 0.00760282 0.00629572 0.00489114 0.00388112 0.00286637 0.00329684 0.00216693
internal_count=3910 3772 3436 3289 2383 2256 2147 1894 1615 1084 905 719 235 206 163 531 484
is_linear=0
shrinkage=0.0016407


Tree=2583
num_leaves=17
num_cat=0
split_feature=14 157 403 48 14 2 48 160 0 52 49 47 0 0 0 13
split_gain=0.000302562 0.000148077 0.000131892 0.000174791 0.000190389 0.000234032 0.000341676 0.000158113 0.000149656 0.000188772 0.000217862 0.000141217 0.000144833 0.000130233 0.000492984 5.14885e-05
threshold=0.064610000000000015 -0.077534999999999979 0.087440000000000004 0.12675000000000003 -0.13131999999999996 0.097940000000000013 0.096835000000000018 0.090735000000000024 -0.017269999999999997 -0.089799999999999977 -0.047309999999999998 0.09252500000000001 -0.10209999999999998 0.076335000000000014 -0.097024999999999986 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 13 8 9 -6 -11 12 -12 14 -7 -14
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 11 -13 15 -15 -16 -17
leaf_value=0.00046419736514563569 -0.000901873226694637 -0.00051974445235699479 -0.00056144483928036518 -0.00059134309783568306 -0.00061297060550927153 0.00055213195700029854 0.0012335128954063755 -0.00061540689588058075 0.0006453764418491055 0.00065473958493198414 -0.00040315221822230003 -0.00053373849035287394 0.00010376805622558478 0.00053530970699071834 -0.00096867121971578208 0.00062395614151285271
leaf_weight=0.0019249470062437163 0.0010424187244988106 0.0014475504701504409 0.001193861704679995 0.0012435408089812435 0.0013306107896409562 0.0014737296162705589 0.0010896914591824892 0.0011741704297547747 0.0010072623209642301 0.00142724207534921 0.0010641298128152257 0.0014145301773292665 0.0011141899261416753 0.0017220439802941023 0.0010034010056351053 0.0010214400657168892
leaf_count=443 138 128 334 104 187 225 99 194 131 127 61 149 923 98 368 201
internal_value=0 2.22022e-05 -2.32295e-05 1.34177e-05 5.95838e-05 0.000116084 0.000398517 -4.02705e-05 4.0321e-05 -4.23483e-05 8.33278e-05 -9.34151e-05 0.00010124 0.000181834 -6.38935e-05 0.000352566
internal_weight=0 0.0206523 0.0187274 0.0175335 0.01629 0.0148424 0.00528887 0.00955358 0.00837941 0.00737214 0.00604153 0.00461429 0.00319976 0.00419917 0.00247713 0.00213563
internal_count=3910 3772 3329 2995 2891 2763 790 1973 1779 1648 1461 1334 1185 691 593 1124
is_linear=0
shrinkage=0.00167351


Tree=2584
num_leaves=12
num_cat=0
split_feature=15 15 133 52 457 4 15 0 43 16 4
split_gain=4.84251e-05 9.39101e-05 7.43845e-05 7.89901e-05 9.2931e-05 0.000125238 0.000132175 9.33037e-05 0.000132474 6.66276e-05 5.20213e-05
threshold=-0.24219999999999997 -0.11739999999999999 0.10599500000000002 -0.27466499999999994 -0.0034949999999999994 0.22584000000000001 0.091600000000000015 -0.06402999999999999 -0.0037249999999999996 -0.072804999999999981 -0.17479499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 -10 -9
right_child=1 2 -4 4 5 -7 -8 10 9 -11 -12
leaf_value=0.0018059447502264615 -0.002900506988283176 -0.0021073830354189946 -0.0027222160552260134 -0.002270169694289741 -0.0026627040769318555 0.0043777812785388229 -0.0031068045779046659 0.0013988085084614377 0.0025916489443033206 -0.00022206420431247244 0.0043934942954911944
leaf_weight=0.0014987437777510366 0.0013408998779287527 0.001404477460381008 0.0010148976555070443 0.0011715290830059634 0.001421994761001414 0.0010583391009184534 0.0010265374582580583 0.00175348791384905 0.0018706969085646591 0.001964387329280671 0.001059516750705136
leaf_count=317 297 375 502 223 887 139 404 149 322 187 108
internal_value=0 -0.000205086 5.78506e-05 0.000279474 0.000575443 0.000903728 0.000499542 0.000958279 0.000119005 0.00115042 0.00252676
internal_weight=0 0.0150868 0.0137459 0.012731 0.0113265 0.010155 0.00909662 0.00807008 0.00525708 0.00383508 0.002813
internal_count=3910 3593 3296 2794 2419 2196 2057 1653 1396 509 257
is_linear=0
shrinkage=0.0106704


Tree=2585
num_leaves=18
num_cat=0
split_feature=14 403 403 124 50 48 40 3 1375 12 42 3 1 4 52 15 4
split_gain=0.000405647 0.000155075 0.000270694 0.000146918 0.000141572 0.000270837 0.000283869 0.0002542 0.000267958 0.000213986 0.000298656 0.000195488 0.000187251 0.000178667 0.000139736 0.000133888 7.04844e-05
threshold=0.073890000000000011 0.088015000000000024 0.019620000000000002 -0.061329999999999989 0.082310000000000008 0.12738500000000003 -0.062739999999999976 0.097615000000000021 -1.0000000180025095e-35 0.085945000000000008 0.091230000000000019 -0.10140999999999999 0.11198000000000001 0.08734500000000002 -0.068164999999999989 -0.07142999999999998 -0.0010999999999999996
decision_type=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 -8 14 11 -11 15 -12 -10 -9 -16
right_child=-2 -3 -4 4 -6 -7 7 12 9 10 13 -13 -14 -15 16 -17 -18
leaf_value=0.00052392819210343288 -0.0011134290070344121 -0.00058212494794362393 0.00096175273562755775 -0.00078984820258572457 -0.00051769580708024908 -0.00087008243121714792 -0.00080965842521829676 -0.00021475401660597663 -0.00012438858093377856 -0.00016154143477223578 -0.00015091438075803603 -0.0011443471172132441 0.0011179069636266031 0.00089085978334570051 0.00090167470027712208 0.00066557788405651841 0.00035034680298048291
leaf_weight=0.001645632576988079 0.001032091683831767 0.0012411938209529764 0.0010076549442487306 0.0010854514463749998 0.0017021080986563122 0.0010041034738522145 0.0011153999628928475 0.001016452440545379 0.0010961769512956368 0.0017384158271624983 0.0010383764294841823 0.0010087107034369124 0.0012530327109984661 0.0010385251633248105 0.0014263796221944351 0.0011744909391260263 0.0015009575516826612
leaf_count=282 135 336 141 117 592 73 132 29 155 190 356 706 115 48 266 97 140
internal_value=0 2.6866e-05 6.49418e-05 1.69867e-05 -3.15196e-05 2.18812e-05 8.36809e-05 0.000154404 1.06268e-05 0.000114039 -0.000138197 -0.000522415 0.00057033 0.00037001 0.00041646 0.000257162 0.000618988
internal_weight=0 0.0210931 0.0198519 0.0188442 0.0171986 0.0154965 0.0144924 0.0134069 0.00996294 0.00884754 0.00482403 0.00274713 0.00344398 0.0020769 0.00402351 0.00219094 0.00292734
internal_count=3910 3775 3439 3298 3016 2424 2351 2234 1993 1861 1300 896 241 404 561 126 406
is_linear=0
shrinkage=0.00177594


Tree=2586
num_leaves=20
num_cat=0
split_feature=14 128 2 1374 457 484 52 15 403 2 403 52 160 40 13 42 48 52 0
split_gain=0.000424347 0.000214988 0.000166359 0.000145019 0.000192002 0.000219713 0.000244655 0.000436415 0.00031671 0.000236045 0.000242076 0.000300062 0.000175374 0.000205162 0.000161741 0.000217915 0.000204381 0.000152434 9.57618e-05
threshold=0.077685000000000018 0.086435000000000012 -1.0000000180025095e-35 -0.049459999999999997 -0.067474999999999993 -0.0043499999999999988 0.11588000000000002 -0.03231499999999999 0.087440000000000004 0.1178 -1.0000000180025095e-35 -0.40083499999999994 0.090735000000000024 -1.0000000180025095e-35 -0.10023999999999998 -0.085679999999999992 0.016865000000000002 0.0033900000000000002 -0.10783
decision_type=2 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 10 -7 -12 13 -13 -15 -16 17 18 -17
right_child=-2 -3 3 4 5 6 7 -9 -10 -11 11 12 -14 14 15 16 -18 -19 -20
leaf_value=0.00059983944588283588 -0.0011518592860717406 -0.00076568587548873543 -0.00061068452727137902 -0.0005731650928950167 -0.00060656965709573129 -0.00040010158260105945 0.00026446135290305906 -0.00119126503226519 -0.00066218976991073617 -0.00034775879745599467 -0.00041888470468719858 4.5776097845793815e-05 -8.6640500484676513e-05 0.0013417545124611702 0.0014084581182173411 0.00034628120580506547 0.0010747425169450008 0.00081410654853515587 -0.00040691174820692164
leaf_weight=0.0016927781693540081 0.0010033171513700442 0.0010287718475208837 0.0010870280798007661 0.0014175905409390633 0.0012686713023115732 0.0010370217601124243 0.0015894531661935912 0.0010983811982184155 0.0010947362737316344 0.0014282320254562402 0.0010120424967742332 0.0013299927960685829 0.0010452417945310257 0.0014201908542204036 0.0010287784222419161 0.0011056471894819149 0.0013761783046066234 0.0010354861728180398 0.0010268616286586898
leaf_count=259 126 258 79 268 443 645 224 223 250 277 226 80 64 57 47 50 66 100 168
internal_value=0 2.79008e-05 6.48524e-05 2.04629e-05 5.59841e-05 0.000105818 0.000160171 -0.00033042 0.000254761 0.000332905 0.000418051 0.000499786 0.000599028 0.000685136 0.000806732 0.000670389 0.000503294 0.000255057 -1.64019e-05
internal_weight=0 0.0231231 0.0220943 0.0204015 0.0193145 0.0178969 0.0166282 0.00268783 0.0139404 0.0128457 0.0114174 0.0103804 0.00936838 0.00832314 0.00699314 0.00557295 0.00454417 0.00316799 0.00213251
internal_count=3910 3784 3526 3267 3188 2920 2477 447 2030 1780 1503 858 632 568 488 431 384 318 218
is_linear=0
shrinkage=0.00177594


Tree=2587
num_leaves=18
num_cat=0
split_feature=14 403 403 124 123 50 12 48 1 0 12 160 157 43 3 1 133
split_gain=0.000344405 0.000200367 0.000220114 0.000185353 0.000247491 0.000284268 0.000284227 0.000333512 0.000331104 0.00034513 0.000228662 0.000232851 0.00040008 0.000224349 0.000177488 0.000168777 0.0001277
threshold=0.073890000000000011 0.088015000000000024 0.019620000000000002 0.11158000000000001 1.0000000180025095e-35 0.082310000000000008 -0.0089849999999999982 0.11930500000000001 0.11198000000000001 -0.10303999999999998 0.099370000000000014 -1.0000000180025095e-35 -0.080799999999999983 -0.07526999999999999 0.096385000000000012 0.090540000000000023 1.0000000180025095e-35
decision_type=2 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 10 -10 11 12 -8 16 15 -15 -13
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 -12 13 -14 14 -16 -17 -18
leaf_value=-0.00081676661851246034 -0.00097562076347266688 -0.00062579791293926139 0.00087030310520156047 0.00070961744816779428 0.0006706434525571189 -0.00075186681148123032 0.00037672507040759534 -0.0007733587260772396 0.0012250926094007713 -4.1960577767389295e-05 -0.00067930407160735583 0.0010675201306658286 -0.0011625311139329671 0.00013964560240691394 0.00055353454052295393 -0.00065673384561199769 0.00027771471250523979
leaf_weight=0.0011723482172249699 0.001071289067804306 0.0013096403132116441 0.0010072667943654958 0.0011667840351797095 0.0015098551055637349 0.001649613944430881 0.0010058669191721492 0.0012825013797777363 0.0015786355345345227 0.0011099019161667301 0.0012572333328766646 0.0012730500754839485 0.0010423708315419828 0.0020030123766271698 0.0014186832745290978 0.0013507711682128054 0.0012108819701153253
leaf_count=159 135 336 141 40 292 581 147 85 81 158 242 97 426 525 87 137 241
internal_value=0 3.49752e-05 7.61076e-05 3.61722e-05 -5.48045e-06 -6.43025e-05 7.91635e-06 7.44423e-05 0.000156501 0.000702018 1.76384e-05 0.000111809 -0.000406619 0.000258143 3.72774e-05 -0.000181104 0.000682501
internal_weight=0 0.0223484 0.0210388 0.0200315 0.0188647 0.0173549 0.0157053 0.0145329 0.0132504 0.00268854 0.0105619 0.00930464 0.00204824 0.0072564 0.00477247 0.00335378 0.00248393
internal_count=3910 3775 3439 3298 3258 2966 2385 2226 2141 239 1902 1660 573 1087 749 662 338
is_linear=0
shrinkage=0.00174112


Tree=2588
num_leaves=18
num_cat=0
split_feature=128 1374 1 47 12 4 14 3 15 42 0 4 52 4 4 12 1
split_gain=0.000205769 0.000167895 0.000199443 0.000240283 0.000274775 0.000225426 0.000221392 0.000174032 0.000159623 0.000149077 0.000181209 0.000263272 0.000256168 0.000177189 0.000106465 2.02385e-05 8.94633e-06
threshold=0.086435000000000012 -0.094679999999999986 0.087545000000000026 0.09252500000000001 -1.0000000180025095e-35 -0.08422499999999998 -0.13131999999999996 -0.072739999999999985 -0.09547499999999999 0.091955000000000023 -0.060094999999999989 -0.49837999999999999 0.084240000000000023 -0.0031049999999999997 0.0051950000000000008 0.091555000000000011 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 5 -5 -4 -7 -6 -8 10 12 -12 13 -3 16 -13 -10
right_child=-2 2 3 4 7 6 8 -9 14 -11 11 15 -14 -15 -16 -17 -18
leaf_value=-0.00060659434936679928 -0.00073393961056697141 -0.00046307403333277307 -0.00037089527839309367 0.00054132891606538229 6.609278061390902e-05 -9.6391573175270883e-05 0.0010083738154843427 -0.00081992785222044626 0.00026831743677589314 -0.00073085917695428514 -0.00043045072478989789 0.00075184314569631176 -0.00092925345432463347 0.00028185296922178993 0.00072334055728166271 0.0004273935579400424 4.9804764138271328e-05
leaf_weight=0.0011023633728948204 0.001029504005485452 0.0015176314833675866 0.0010198818061047396 0.0010445826294653553 0.0010013407195296753 0.001531741476181102 0.0018066684298484589 0.0014769725521919233 0.0010175471707739017 0.0010031713155126869 0.0010268680202598635 0.0010098222934686856 0.0011654893819334246 0.0019821996495238987 0.0016348631569242898 0.0010616119791260203 0.0010000783266401747
leaf_count=68 266 605 209 58 115 130 234 99 121 415 67 39 673 278 132 51 350
internal_value=0 1.70007e-05 5.08634e-05 0.000192646 -0.000164458 0.000349689 0.000454812 -0.000461939 0.00060947 -0.000135667 -5.87592e-05 0.000248826 -0.000263031 -4.11697e-05 0.000412157 0.000585562 0.000160007
internal_weight=0 0.0214028 0.0203005 0.0115337 0.0035229 0.00801078 0.0069909 0.00247831 0.00545916 0.00876679 0.00776362 0.0030983 0.00466532 0.00349983 0.00365249 0.00207143 0.00201763
internal_count=3910 3644 3576 1448 272 1176 967 214 837 2128 1713 157 1556 883 603 90 471
is_linear=0
shrinkage=0.0016407


Tree=2589
num_leaves=14
num_cat=0
split_feature=41 42 43 0 12 15 157 16 0 4 47 13 3
split_gain=5.06474e-05 8.31328e-05 0.000122763 0.000102449 0.000153358 0.000117691 7.47898e-05 0.000106969 0.000123711 0.000133756 0.000129526 0.000102727 8.22082e-05
threshold=0.078535000000000008 -0.10770999999999999 -0.053009999999999995 -0.077944999999999987 0.094045000000000004 -0.089024999999999979 -0.057789999999999987 -0.055679999999999993 -0.10462499999999998 -0.077889999999999987 0.077735000000000012 -0.097114999999999993 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -4 8 10 -10 12 -9 -8
right_child=-2 2 6 4 -6 -7 7 11 9 -11 -12 -13 -14
leaf_value=-0.0026327491129035357 -0.0022074283966572049 0.0024948798501712452 0.0019336675302772204 0.0048820994953771716 -9.5891402564395929e-05 -0.0022375815916953617 -0.0016423619477088215 -3.6884550193846322e-05 -0.00038909611099139713 0.0046989113462344934 -0.0040368318751568292 -0.0038494876323990003 0.0018418091839444678
leaf_weight=0.0010416981200795017 0.0010116225663908815 0.0010057445729446395 0.0012928170292296768 0.0016192718061855561 0.0010197030110731839 0.0011262174400580383 0.001315254907625928 0.0012435613515574262 0.0010727160378530289 0.0010181828006766329 0.0010123843931708204 0.0016794435549205454 0.0014280309318503992
leaf_count=216 195 344 190 280 242 702 112 62 444 421 80 480 142
internal_value=0 0.000112978 0.000305802 0.00163424 0.0029586 -5.06179e-06 -0.00032406 -0.000656896 0.00012831 0.00208856 -0.000963021 -0.00222746 0.00017134
internal_weight=0 0.015875 0.0148333 0.00477094 0.00263897 0.00213196 0.0100624 0.00876957 0.00584657 0.0020909 0.00375567 0.002923 0.00274329
internal_count=3910 3715 3499 1568 522 1046 1931 1741 1199 865 334 542 254
is_linear=0
shrinkage=0.010055


Tree=2590
num_leaves=15
num_cat=0
split_feature=1 13 43 131 2 160 3 2 15 4 0 51 1 16
split_gain=4.92759e-05 8.70119e-05 0.000102876 0.000120515 7.33955e-05 0.000132499 0.000113099 0.000105433 0.000171466 0.000150973 0.000110285 5.68249e-05 4.8077e-05 3.74986e-05
threshold=0.12730000000000002 0.17936000000000002 -0.15648499999999999 0.088865000000000013 0.099015000000000006 0.069910000000000014 0.090325000000000003 0.092450000000000018 -0.10192499999999999 0.0057500000000000008 -0.089879999999999974 -0.025709999999999997 0.10662500000000001 -0.083564999999999987
decision_type=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 -10 -2 -8 -12
right_child=11 -3 3 -5 5 -7 12 -9 9 -11 13 -13 -14 -15
leaf_value=0.0033994950457964558 -0.00020087962992903634 -0.0031817555607354174 -0.0040366189992451151 -0.0039519403910459917 0.0027677178474190666 0.0046859109201712696 0.00033782604022067369 -0.00391385627220763 -0.0028120563520218872 0.0043638139477897211 0.0028322473136114731 0.0033052113263469115 -0.0028420429660835473 -0.00018402633206974779
leaf_weight=0.00100768850909455 0.00118089104414211 0.0011593169739218404 0.0010954812372045821 0.0010161254430931027 0.0012899496512036217 0.0010019139276264688 0.0011214093873628261 0.0010623988682042186 0.0013256235226632158 0.0011341067859848338 0.0010025217543067886 0.0011007640159753666 0.0012272707594275789 0.0010297121601390907
leaf_count=114 92 178 195 460 470 137 81 314 260 129 321 253 89 817
internal_value=0 -0.000264734 -1.07383e-05 -0.000289977 3.95967e-05 0.00111107 0.000126724 -0.000708125 -9.85857e-05 0.000861805 -0.000320988 0.0014906 -0.00132377 0.00130393
internal_weight=0 0.0144735 0.0133142 0.0123065 0.0112904 0.00464054 0.00363863 0.00664984 0.00558745 0.00449196 0.00335786 0.00228166 0.00234868 0.00203223
internal_count=3910 3565 3387 3273 2813 777 640 2036 1722 1527 1398 345 170 1138
is_linear=0
shrinkage=0.0111015


Tree=2591
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 160 133 2 3 16 16
split_gain=4.8263e-05 8.20934e-05 9.2693e-05 0.000133674 0.00013079 5.5165e-05 0.000115317 9.12561e-05 0.000155346 0.00014739 7.59182e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.24456499999999998 -0.15007499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10571000000000001 -0.08824499999999999 -0.10808 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 8 -8 -10 -9
right_child=1 5 3 4 -6 6 7 10 9 -11 -12
leaf_value=-0.0026816328083525665 -0.00099709303973173559 -0.0028050997467693167 -0.00055351631426806263 0.0012793246675530344 0.0077563239715808131 -0.0035916460581337062 -0.0016846363749817774 -0.0032964098953695152 0.0073356953591500072 0.0010109754614624341 0.0014335273802784424
leaf_weight=0.0011673118787803817 0.0018335997825949853 0.0016735080425801978 0.0014118048649960357 0.0010689395318092621 0.001225515096528719 0.0014384756773600229 0.0014804522448772688 0.001534487354789657 0.0011912781950815777 0.0015562528708376604 0.0010444104779231168
leaf_count=612 403 625 59 169 362 723 217 182 130 345 83
internal_value=0 0.000172038 0.00149161 0.00272284 0.00473882 -0.000564964 -0.000110297 0.000625405 0.00184915 0.00375326 -0.00138086
internal_weight=0 0.0154587 0.00553986 0.00370626 0.00229445 0.00991886 0.00824536 0.00680688 0.00422798 0.00274753 0.0025789
internal_count=3910 3298 993 590 531 2305 1680 957 692 475 265
is_linear=0
shrinkage=0.0135326


Tree=2592
num_leaves=12
num_cat=0
split_feature=1 4 4 133 4 42 16 13 2 13 3
split_gain=5.1636e-05 9.76886e-05 0.000143813 9.20331e-05 9.08809e-05 8.46856e-05 8.88632e-05 6.75347e-05 9.23672e-05 6.68412e-05 0.000111578
threshold=0.088010000000000019 -0.15333499999999997 -0.49837999999999999 -0.07712999999999999 -0.034289999999999994 -1.0000000180025095e-35 -0.45301499999999995 -0.084084999999999979 0.087005000000000013 -0.019614999999999997 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 -3 -9 -8 -11
right_child=3 7 -4 4 5 6 9 8 -10 10 -12
leaf_value=-0.002645229117426001 0.0044750593895892541 -0.0047824154125115552 0.0038205564866292565 -0.0026336282838500982 -0.0027647038958809353 -0.001338182159011132 0.0050923830244723094 0.0012702254497384039 -0.0035133560858378685 -0.0017333636969872777 0.0034622427584434603
leaf_weight=0.0010752753155515906 0.0010112286445027744 0.001283402665336034 0.0015211988300699551 0.0017105667385212001 0.0010149671898201738 0.0015359710581896741 0.0012486172045944018 0.0015140800503700242 0.0014444591535285982 0.0012575713830846307 0.0019015063997409598
leaf_count=88 186 708 101 518 80 224 341 436 992 164 72
internal_value=0 -0.000924478 0.00114289 0.000611637 0.000160983 0.000847953 0.00146487 -0.0021899 -0.00106528 0.00244166 0.00139397
internal_weight=0 0.00683842 0.00259647 0.00968043 0.0086692 0.00695863 0.00594367 0.00424194 0.00295854 0.00440769 0.00315908
internal_count=3910 2325 189 1585 1399 881 801 2136 1428 577 236
is_linear=0
shrinkage=0.0135326


Tree=2593
num_leaves=18
num_cat=0
split_feature=14 403 11 3 403 453 159 160 4 150 2 15 3 48 0 0 4
split_gain=0.000380119 0.000178512 0.000174157 0.00019938 0.000134326 0.000147912 0.000156827 0.00014266 0.000156481 0.000159082 0.000185221 0.000159154 0.000227112 0.000191603 0.000125272 0.000124017 0.000106575
threshold=0.073890000000000011 0.088015000000000024 0.088315000000000018 -0.15121499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.096890000000000018 -0.11175999999999998 0.27020000000000005 0.090480000000000019 0.10362500000000001 -0.017214999999999998 -0.073984999999999981 0.081315000000000012 -0.07773999999999999 -0.10943499999999999 -0.054534999999999993
decision_type=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 -9 -14 15 -13 -12
right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 16 14 13 -15 -16 -17 -18
leaf_value=0.00079556711923338636 -0.0010395799743597523 -0.00061132728121631634 -0.00061145459975775875 -0.00050537728359650457 -0.00040297539518079013 -0.00048691075084074604 -0.00044496006957148323 0.00064736601045617978 0.00083476634856892939 -0.00027214112799073004 0.00018652555085202 0.0007826937958535906 -0.00077019298686583737 0.00027189154683889162 0.00093433006775972256 -1.8473162161633323e-06 -0.00056265735773674413
leaf_weight=0.0011483160554839915 0.0010144274545129802 0.0011921515538006284 0.0010393264986845443 0.0011392890389724164 0.0010727429454754989 0.0011607876532466746 0.0012094112132371828 0.0014220851492889736 0.0011897643752533287 0.0018660521150884466 0.001182256155552508 0.0010648010390292848 0.0010100546457161895 0.0010470365282149174 0.0019467198138668988 0.0013086267922307188 0.0010399344573710778
leaf_count=132 135 336 124 891 291 93 322 252 214 193 75 37 86 110 162 257 200
internal_value=0 3.02212e-05 6.87568e-05 0.000106345 6.15286e-05 0.000100624 0.000145027 0.000195453 0.000244543 0.00018547 0.00027068 0.000394551 0.000122832 -0.000239784 0.000613376 0.000350125 -0.000164075
internal_weight=0 0.0210394 0.0198472 0.0188079 0.0176596 0.0165203 0.0153595 0.0141501 0.0130773 0.0118876 0.0100215 0.00779932 0.00347918 0.00205709 0.00432015 0.00237343 0.00222219
internal_count=3910 3775 3439 3315 3183 2292 2199 1877 1586 1372 1179 904 448 196 456 294 275
is_linear=0
shrinkage=0.00170698


Tree=2594
num_leaves=12
num_cat=0
split_feature=4 150 160 133 47 1 49 160 133 1 16
split_gain=4.73098e-05 7.84237e-05 8.40512e-05 0.00014654 6.90413e-05 9.7639e-05 0.000189887 6.23788e-05 8.63056e-05 5.89262e-05 3.3316e-05
threshold=0.27608500000000008 -0.07009 -0.082234999999999989 -0.0023199999999999996 0.092255000000000018 0.090820000000000012 -0.045004999999999996 0.069910000000000014 1.0000000180025095e-35 0.11235500000000002 0.011450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 8 10 -2 -5
right_child=9 2 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0029103000360862414 -0.00049467376160624687 -0.003293536427656743 -0.0035044032466926044 3.7476582069401608e-05 0.0024484245262445495 0.00088812923736088657 -0.0054564076455225641 0.0027305681833545616 -0.0019983370682690902 0.0033916856309196327 0.0030710636213373997
leaf_weight=0.0010333982681154938 0.0010494160374931718 0.0014158787677734487 0.0016602619747275232 0.001010042655858248 0.0018462286107317752 0.0015113192070819667 0.0012401170886263066 0.0016800921762890331 0.0017677441312107982 0.0012163172744318884 0.001083587292334709
leaf_count=117 118 674 862 125 204 191 334 245 633 323 84
internal_value=0 -0.00027773 -0.000527026 -0.000195056 0.000346843 -0.000121027 -0.00197146 0.000797745 -4.32308e-05 0.00159165 0.00160755
internal_weight=0 0.0142487 0.0132153 0.0117994 0.0101391 0.0082929 0.00275144 0.00554147 0.00386137 0.00226573 0.00209363
internal_count=3910 3469 3352 2678 1816 1612 525 1087 842 441 209
is_linear=0
shrinkage=0.0120166


Tree=2595
num_leaves=17
num_cat=0
split_feature=14 157 124 123 48 14 4 49 12 3 4 0 1 1 43 15
split_gain=0.000242494 0.000145054 0.000121796 0.000198451 0.000211752 0.000245609 0.000324186 0.000224532 0.000172042 0.000197886 0.000173478 0.000178102 0.000143097 0.000244108 0.000153693 0.000132834
threshold=0.064610000000000015 -0.077534999999999979 0.11158000000000001 1.0000000180025095e-35 0.12738500000000003 -0.13131999999999996 0.28937500000000005 0.090445000000000011 0.10673000000000001 0.12046500000000002 -0.23071499999999998 -0.077944999999999987 0.094695000000000015 0.088495000000000018 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=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 -7 12 13 14 -12 -13
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 11 15 -14 -15 -16 -17
leaf_value=0.00049520867807795015 -0.00088747620492314182 -0.00083097480482008054 0.00057849771855992117 0.00059766192329061604 -0.00091152939666734102 -0.00072237913700853298 0.00090248368704005976 0.00072445252862140652 -0.00078686721123390115 0.00068990591886070312 -0.00065375993457504643 -6.0594915409370474e-05 0.0002816540343413079 -0.0011445600913906316 0.00017961542242171433 0.00081396379291215088
leaf_weight=0.0019365883688740896 0.0010059975679655849 0.001254914960970137 0.0010331022400807575 0.0013798711308848901 0.0010330317415511358 0.0014988874982564673 0.0012079345924183556 0.0010442261366675155 0.0012515520343506772 0.0010004246806996084 0.0011688713337187741 0.0011404110494810937 0.0013715427136425928 0.0010573344347730995 0.001917225383120124 0.0011391477020736909
leaf_count=443 138 100 38 282 81 148 188 372 179 71 813 122 92 181 324 338
internal_value=0 2.35194e-05 -2.58613e-05 -6.161e-05 -0.000118165 -6.3717e-05 6.06656e-06 -7.99418e-05 -0.000152695 -7.55912e-05 -0.000157996 -4.94652e-05 -0.00022551 -0.000393389 -0.000136029 0.000376442
internal_weight=0 0.0204351 0.0184985 0.0174654 0.0160855 0.0150525 0.0137976 0.0125896 0.0115454 0.0102938 0.00929342 0.00779453 0.00551497 0.00414343 0.0030861 0.00227956
internal_count=3910 3772 3329 3291 3009 2928 2828 2640 2268 2089 2018 1870 1410 1318 1137 460
is_linear=0
shrinkage=0.00181146


Tree=2596
num_leaves=17
num_cat=0
split_feature=14 124 123 50 12 48 1 0 12 159 43 2 150 16 12 0
split_gain=0.000218804 0.000152424 0.000175512 0.000210874 0.000248013 0.000280886 0.000346753 0.000350049 0.00026873 0.000215827 0.000161871 0.000168021 0.000156593 0.000140401 0.000151987 5.20313e-05
threshold=0.064610000000000015 0.11158000000000001 1.0000000180025095e-35 0.10625000000000001 -0.0089849999999999982 0.11930500000000001 0.11198000000000001 -0.10303999999999998 0.10129000000000001 0.090405000000000013 -0.11652999999999998 0.10869000000000002 0.087235000000000021 -0.013279999999999998 0.086935000000000012 -0.10209999999999998
decision_type=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 10 -6 12 13 14 15 -12
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00079603028470094552 -0.00080044479110476382 0.00067189251468973538 0.00058095091573845436 -0.00082416260727453147 0.00073011647455548221 -0.0007626309698021246 0.0012273388901177639 -5.2799658521446669e-05 -0.00080780213904178377 -0.00067384858018445333 9.5731223452791205e-05 -0.0005416375382319991 -0.00038812605739690459 0.0006690289562690518 -0.00040490126062786921 0.00059645949289430071
leaf_weight=0.0011182709073809588 0.0010035369269233421 0.0010704040063969208 0.0014405681536132043 0.0010085525214026695 0.0013076049383141117 0.0011820884745361035 0.0015373529984386708 0.0011187961903462171 0.0011506684436700223 0.0010409503970667264 0.0012832304162421065 0.0011659514176735955 0.0012416172539151255 0.0019797407023797076 0.0012330868912788784 0.0012341162519499643
leaf_count=200 138 40 305 383 158 89 83 177 302 206 61 140 187 500 617 324
internal_value=0 3.259e-05 -3.34582e-06 -5.11653e-05 -4.18244e-06 5.30382e-05 0.000120497 0.000688132 -9.06658e-06 7.85792e-05 0.000161503 7.01354e-05 0.000172447 0.000293913 9.59001e-05 0.000341211
internal_weight=0 0.020113 0.0190426 0.017602 0.0165935 0.0154752 0.0142931 0.00265615 0.011637 0.0104863 0.00944535 0.00813774 0.00697179 0.00573017 0.00375043 0.00251735
internal_count=3910 3772 3732 3427 3044 2844 2755 260 2495 2193 1987 1829 1689 1502 1002 385
is_linear=0
shrinkage=0.00174112


Tree=2597
num_leaves=14
num_cat=0
split_feature=148 457 11 43 48 42 43 1 14 0 12 16 2
split_gain=4.82495e-05 0.000123621 7.29502e-05 7.37757e-05 0.000144423 9.25827e-05 9.26147e-05 0.00014174 0.000179845 0.000164642 9.06738e-05 8.50107e-05 4.44458e-05
threshold=-0.057864999999999993 0.091610000000000011 0.08184000000000001 -0.053009999999999995 0.086665000000000006 0.078965000000000021 0.0016850000000000001 0.095575000000000007 -1.0000000180025095e-35 -0.19631499999999999 0.051320000000000005 -0.078844999999999985 0.096970000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 7 9 -9 -5 -2 -12 -8
right_child=1 -3 -4 5 -6 -7 12 8 -10 -11 11 -13 -14
leaf_value=0.0025280442122174937 0.0031428382304271164 -0.0043012147680921778 -0.0031088743300204474 0.00084609525722557043 0.0057625694104998992 -0.0039702102299664314 0.00052165513370576791 -0.0027733036873248281 0.0040661288859914846 -0.0059345737843206009 0.0015241255720460495 -0.0029600473616918054 0.0042448874121897243
leaf_weight=0.0011238575757366543 0.0013837733092810583 0.0011137031427280323 0.0010607471776628513 0.0010100833890542868 0.0010553950797636989 0.0010285869562679465 0.0010444152913385504 0.0010630594085190744 0.0015179341805526617 0.0013750250418229624 0.0012948321287922704 0.0014657543802361768 0.0010411103878609773
leaf_count=211 228 109 216 71 242 710 195 67 190 423 364 754 130
internal_value=0 -0.000208586 0.000109248 0.000366298 0.00155114 -0.000396167 0.000125161 -0.000821898 0.0012491 -0.00306299 0.000478665 -0.00085678 0.00238032
internal_weight=0 0.0154544 0.0143407 0.01328 0.00519975 0.00808021 0.00705163 0.0049661 0.00258099 0.00238511 0.00414436 0.00276059 0.00208553
internal_count=3910 3699 3590 3374 1588 1786 1076 751 257 494 1346 1118 325
is_linear=0
shrinkage=0.0127521


Tree=2598
num_leaves=19
num_cat=0
split_feature=1213 147 11 148 484 50 52 13 2 48 151 42 12 2 0 2 3 42
split_gain=0.00052823 0.000183189 0.000287111 0.00020668 0.000221943 0.000164291 0.000208214 0.00023679 0.000193631 0.000210324 0.000173976 0.000214762 0.000203261 0.000280064 0.000176892 0.00013324 0.000247505 9.81776e-05
threshold=-1.0000000180025095e-35 0.08955500000000001 0.088315000000000018 -1.0000000180025095e-35 -0.0043499999999999988 0.099470000000000017 0.11401500000000002 -0.083514999999999992 0.11203000000000002 0.093225000000000016 -0.0074049999999999993 0.095385000000000011 -1.0000000180025095e-35 0.085255000000000011 -0.10071499999999999 0.097940000000000013 0.16699000000000003 0.08401500000000002
decision_type=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 15 9 10 -9 12 -12 14 -14 17 -17 -6
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 -13 13 -15 -16 16 -18 -19
leaf_value=-0.0012267981792172702 -0.00067894840146312811 0.00070224098870724989 -0.00089308095590315609 -0.00061095812243156542 -0.00018757956063311125 0.00077278699353267174 -0.00046604078442555449 0.00051785660864868811 -0.00057706941256561062 0.00079984911041821758 0.00033583240215474981 0.00053511913207988308 0.00034768946346360488 -0.0010306984670220259 -0.00054646387738531161 0.0014044773633487839 0.00023491284102258539 0.0005612999156289273
leaf_weight=0.0010209056409069125 0.0011068373636422537 0.001118247622113328 0.0010136786905362424 0.0012645277659796969 0.0010166748226944746 0.0010851402238333035 0.0017705656913670461 0.001596141421125242 0.0013831338996786484 0.0011238544126802854 0.0012797484481312455 0.001222888965685627 0.0012793599521851995 0.0014989414837790795 0.0012994969135079592 0.0010198032474363784 0.0010915145444958183 0.0010237048993711265
leaf_count=592 100 150 139 550 116 244 316 113 200 86 111 139 27 390 271 74 91 201
internal_value=0 2.89795e-05 -6.7423e-06 3.80413e-05 7.99073e-05 0.000129289 8.72388e-05 0.000153272 1.88354e-05 0.000107457 1.22887e-05 -0.000110341 -0.000257671 -0.000443932 -0.000102878 0.000499217 0.000799833 0.00018815
internal_weight=0 0.0221943 0.021076 0.0200623 0.0189555 0.017691 0.0166058 0.0148353 0.0106836 0.00930043 0.00817658 0.00658044 0.00535755 0.0040778 0.00257886 0.0041517 0.00211132 0.00204038
internal_count=3910 3318 3168 3029 2929 2379 2135 1819 1337 1137 1051 938 799 688 298 482 165 317
is_linear=0
shrinkage=0.00170698


Tree=2599
num_leaves=13
num_cat=0
split_feature=484 474 52 160 151 133 4 4 133 15 52 1
split_gain=4.79454e-05 6.40536e-05 9.54186e-05 0.000119026 0.000117829 0.000142365 0.000140057 0.000120847 0.000169752 0.000101045 4.68657e-05 2.93354e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 -1.0000000180025095e-35 -0.0088999999999999982 -1.0000000180025095e-35 0.25367000000000006 -0.0021099999999999995 0.089725000000000013 -0.053579999999999996 0.091210000000000013 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 -6 7 8 10 -2 -7 -9
right_child=1 -3 3 4 5 6 -8 11 -10 -11 -12 -13
leaf_value=-0.0021809040022482407 0.0036068062577029334 0.002567941289832548 -0.0034446774360179281 -0.0031009619837167432 -0.0028462257224561825 0.0019451882360119657 0.0046159023565542304 -0.0030565203315343972 -0.0019607660071326465 -0.00016281558514612867 0.0053290293255657704 -0.00045371586024097859
leaf_weight=0.0011765270097099266 0.0015733633202743916 0.0012359021955224017 0.001543732042331135 0.0013758404572186637 0.0013493555328915304 0.0010135780678947734 0.0011576705168019012 0.0010035977408996213 0.0010019743672573245 0.0019782194142091052 0.001004169280550582 0.0011397211878075852
leaf_count=612 348 318 547 183 714 132 194 121 312 312 59 58
internal_value=0 0.00014431 -6.75082e-05 -0.000595618 -0.000109411 0.000427207 0.00112602 0.000343515 0.00177441 0.00150714 0.00362922 -0.00167247
internal_weight=0 0.0153771 0.0141412 0.0105896 0.00904591 0.00767007 0.00632071 0.00516304 0.00301972 0.00355158 0.00201775 0.00214332
internal_count=3910 3298 2980 2320 1773 1590 876 682 503 660 191 179
is_linear=0
shrinkage=0.0111015


Tree=2600
num_leaves=16
num_cat=0
split_feature=14 124 12 123 12 48 50 2 43 52 3 150 0 12 16
split_gain=0.000233716 0.000170714 0.000337243 0.000153264 0.000208581 0.000203956 0.000218515 0.000309499 0.000212317 0.000223963 0.00019173 0.000168922 0.000229739 0.00014722 7.05246e-05
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 -0.0089849999999999982 0.12649500000000002 0.088425000000000017 0.11542500000000001 -0.17307499999999998 0.086950000000000013 0.10856000000000002 0.086870000000000017 -0.053834999999999994 0.086935000000000012 -0.083564999999999987
decision_type=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 13 14 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00070284717390589049 -0.00081179903073193272 0.0006877817037911117 -0.00096133504316974513 0.00057374123766531127 0.0007114359847681267 -0.00065230927588772359 -0.00057566035307975063 0.00095672272203801761 0.00074978288768746005 -0.0005710629578914658 0.00070083488296131746 -0.00059488351099697189 -0.0005954919280467746 -0.00013859694292888807 0.00024961999188903138
leaf_weight=0.0011757510678934617 0.001038547940942657 0.001052692437727684 0.0010445372762044455 0.0014239177848863532 0.0013590041304284142 0.0011386438958166578 0.001276506167434366 0.0012937969143264278 0.001496045976515939 0.0017079130574679168 0.0013327094692349162 0.0011790594697730153 0.0011027068121289866 0.0017339232036629772 0.0018216676295233639
leaf_count=214 138 40 173 300 96 86 559 219 126 650 79 173 194 544 319
internal_value=0 1.85846e-05 -1.83248e-05 3.62716e-05 -9.78237e-06 4.29875e-05 9.8338e-05 0.000164383 7.70125e-05 -6.09742e-06 0.000105246 -2.99154e-06 0.000110404 0.000264492 0.000475157
internal_weight=0 0.0201389 0.0190862 0.0180416 0.0166177 0.015442 0.0143033 0.0130268 0.011733 0.010374 0.00866611 0.0073334 0.00615434 0.00505164 0.00331771
internal_count=3910 3772 3732 3559 3259 3045 2959 2400 2181 2085 1435 1356 1183 989 445
is_linear=0
shrinkage=0.00170698


Tree=2601
num_leaves=13
num_cat=0
split_feature=1 133 12 4 47 52 4 4 4 2 42 2
split_gain=5.11277e-05 0.000101087 9.47493e-05 0.000206787 0.000169221 0.000105153 0.000226357 7.30144e-05 0.000120021 5.35624e-05 9.39207e-05 0.00010474
threshold=0.088010000000000019 -0.07712999999999999 -1.0000000180025095e-35 -0.034289999999999994 0.09252500000000001 -0.074484999999999982 0.060350000000000008 -0.15333499999999997 -0.49837999999999999 0.085255000000000011 0.085195000000000007 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 -5 -7 8 -1 -9 11 -11
right_child=1 2 3 4 -6 6 -8 9 -10 10 -12 -13
leaf_value=-0.0024508634335339585 0.0043391530030175655 0.0028675639045245846 -0.0050054463783879167 -0.0012414515072636256 -0.0029123149917506786 0.0074701581117612784 0.00017959052690035793 0.00046625669368255537 0.0031253067229722949 -0.0073052697792899369 0.00025417583003424895 -0.0014904057820719695
leaf_weight=0.001070416432809666 0.001034573716408956 0.0016529250388856312 0.0013526123640054269 0.0011811818112493775 0.0016350650843018344 0.0012072416280278784 0.0016242885671360931 0.001138770980819096 0.0015176402932505183 0.0010072113683027217 0.0010866997677374509 0.0010077138101472344
leaf_count=88 186 381 462 88 167 115 186 515 101 561 707 353
internal_value=0 0.000571889 0.000121483 -0.000526919 0.000545664 0.00195469 0.00328797 -0.000868869 0.000819011 -0.00189904 -0.00276747 -0.00439711
internal_weight=0 0.00968789 0.00865331 0.00700039 0.00564778 0.00401271 0.00283153 0.00682845 0.00258806 0.0042404 0.00310162 0.00201493
internal_count=3910 1585 1399 1018 556 389 301 2325 189 2136 1621 914
is_linear=0
shrinkage=0.0127521


Tree=2602
num_leaves=13
num_cat=0
split_feature=457 4 16 2 40 15 43 4 3 1 52 0
split_gain=4.71351e-05 8.62482e-05 7.77774e-05 0.000125723 0.0002301 0.000115032 0.000112319 0.000156356 8.05495e-05 0.000126709 7.22443e-05 7.20609e-05
threshold=-0.068264999999999978 0.24280000000000004 -0.19424999999999998 0.10910500000000002 -1.0000000180025095e-35 0.085285000000000014 0.0016850000000000001 -0.08422499999999998 0.090325000000000003 0.089680000000000024 -0.026849999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -9 -5 -3
right_child=1 11 3 10 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0027526697966273705 -0.0031505431348320539 0.00052965320505430789 -0.0065782414339113134 0.00046845345909114929 -0.0041248131917636915 -0.0036228375816351006 0.0048063177605621619 0.003081080629916954 0.0046416659431662262 -0.0024491007740384436 0.0054832336604240155 0.0048550657099572202
leaf_weight=0.0010818230675674742 0.0015596266909350771 0.0017714103823573486 0.0010494463776066524 0.0010224565717745007 0.001239208201280353 0.0012237738400094657 0.0011161028648928439 0.0014863432790015018 0.0010274095133442351 0.0015499525587846508 0.0010837096072648716 0.0011720619510496235
leaf_count=286 133 205 174 249 357 988 186 613 48 211 155 305
internal_value=0 0.000170209 -0.000325636 8.23685e-05 -0.000636402 0.000179483 0.000904389 8.31511e-05 0.00136635 0.000258062 0.00304877 0.00225199
internal_weight=0 0.0153015 0.012358 0.0107984 0.00869224 0.00764279 0.00641902 0.00530291 0.00406371 0.0030363 0.00210617 0.00294347
internal_count=3910 3624 3114 2981 2577 2403 1415 1229 872 824 404 510
is_linear=0
shrinkage=0.0135326


Tree=2603
num_leaves=14
num_cat=0
split_feature=484 15 15 457 0 2 151 48 13 131 12 52 1
split_gain=4.92177e-05 5.30663e-05 7.50164e-05 8.38799e-05 0.000108122 0.000116722 0.000172172 9.59347e-05 0.000126376 0.000108934 0.00021585 7.96245e-05 4.68237e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 -0.0034949999999999994 -0.10575999999999998 0.083795000000000022 -1.0000000180025095e-35 0.091555000000000011 -0.09547499999999999 0.088315000000000018 0.086935000000000012 0.083750000000000005 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 8 -6 10 11 12 -10
right_child=1 2 3 4 7 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0023618935869257522 0.0025763778134347414 -0.0027791136014131317 -0.002949740765207395 0.005443582834814267 0.0024152159913161659 0.0040560884949493742 -0.0023985673535579207 0.0030545375974752329 -0.0035681575108638067 0.0020348277101866156 -0.0061157082042667512 0.0019239570829279573 -9.471538336572544e-05
leaf_weight=0.0011550004666549532 0.0011653365818276662 0.001262569964476319 0.0010542457619985108 0.0011005965363018603 0.0014386039820261697 0.0011289538321036935 0.0011658818468811144 0.0010851138705812099 0.0011395106207081154 0.0010018837533848357 0.0014022726000123211 0.0011380973715923969 0.001021536793895203
leaf_count=612 291 245 170 68 114 120 149 158 276 318 1061 209 119
internal_value=0 0.000161303 -4.05993e-05 0.00023215 0.000520772 0.00228951 0.000776827 -0.000209216 -0.000705099 -0.00149217 -0.00224378 -0.000598051 -0.00192625
internal_weight=0 0.0151046 0.0139393 0.0126767 0.0116225 0.00339543 0.00229484 0.00822702 0.00714191 0.0057033 0.00470142 0.00329914 0.00216105
internal_count=3910 3298 3007 2762 2592 337 269 2255 2097 1983 1665 604 395
is_linear=0
shrinkage=0.011781


Tree=2604
num_leaves=13
num_cat=0
split_feature=158 48 50 4 12 3 150 1 2 15 43 0
split_gain=4.71561e-05 7.19415e-05 0.000151145 0.000119226 9.51006e-05 0.000129913 0.000162915 0.000136708 0.000110951 6.88643e-05 6.60812e-05 0.000145811
threshold=0.084965000000000027 0.12675000000000003 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.076710000000000014 0.10679500000000001 0.083935000000000023 -0.074254999999999988 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -7 -6 -9 -12
right_child=-2 -3 -4 -5 5 8 -8 10 -10 -11 11 -13
leaf_value=-0.0023548689716753851 -0.0021243435023724443 -0.0024953270096554326 -0.0031750101901081647 0.0034332578720624634 -0.0022464202957407087 0.00051635612767409996 -0.0035640743266610563 0.0038577741407226913 0.0053201481644363407 0.0009254249357674891 0.0036667592718109526 -0.0017083860788082441
leaf_weight=0.0013034409532825678 0.0010817454614357692 0.0010564969603275099 0.0012246229142643507 0.0015093704076578141 0.0018279711752406582 0.0010352913319842125 0.0011731118585878112 0.0013721206226069774 0.0010699404169410287 0.0012691835826549105 0.0010866932721514955 0.0011230820622636292
leaf_count=217 423 121 629 317 595 44 198 158 66 759 95 288
internal_value=0 0.000136955 0.000335671 0.000672334 0.000302268 0.000650092 3.138e-05 0.000662887 0.00295778 -0.000946629 0.00205459 0.00093493
internal_weight=0 0.0150513 0.0139948 0.0127702 0.0112608 0.00995739 0.00785216 0.00667905 0.00210523 0.00309715 0.0035819 0.00220978
internal_count=3910 3487 3366 2737 2420 2203 2093 1895 110 1354 541 383
is_linear=0
shrinkage=0.0104612


Tree=2605
num_leaves=17
num_cat=0
split_feature=14 124 12 376 48 0 15 3 3 4 43 13 3 3 15 150
split_gain=0.000315323 0.000213575 0.000320492 0.00021355 0.000151703 0.000206451 0.000288718 0.000289494 0.000205067 0.000163894 0.000162894 0.000303751 0.00023073 0.000147281 0.000100804 0.000152299
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 -0.099864999999999995 -0.08262499999999999 0.092005000000000017 -0.100615 -0.23071499999999998 -0.074254999999999988 -0.09547499999999999 -0.078669999999999976 0.086245000000000016 -0.24219999999999997 0.083205000000000015
decision_type=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 -8 9 -7 12 -12 -10 -1 -15 -16
right_child=-2 -3 -4 -5 -6 8 7 -9 10 -11 11 -13 -14 14 15 -17
leaf_value=0.00040162271169836146 -0.00087968178136128188 0.00073505255641101886 -0.00086312709438731458 0.00073818760832389501 -0.00054916847929202832 -0.00019020945761420255 0.00020215868143762716 0.0013505548871786154 -0.00046502339907069084 0.0005881765030346268 5.301017934486224e-05 -0.001017825460740663 0.00040559091401979643 0.00020763295589778711 -0.00081822389830586793 3.3278313666712628e-05
leaf_weight=0.0017294334773739406 0.0010438253863859484 0.0010449218028775109 0.0010797769106751778 0.0010635171641025848 0.0012287358845586216 0.0013001224024115077 0.0012900449348483538 0.0010146669856216789 0.0016371329943192913 0.0015159729778122235 0.0011637394407501625 0.0016673390060662902 0.0015178062820697573 0.0011522662528293814 0.0010579090154010373 0.0011176387664009191
leaf_count=190 138 40 173 185 88 126 120 78 739 235 136 1249 242 72 47 52
internal_value=0 2.65414e-05 -1.13545e-05 3.8478e-05 -4.30716e-06 3.71113e-05 0.000235885 0.000707749 -0.00012914 0.000228815 -0.000297538 -0.000577649 -4.61805e-05 2.08443e-05 -0.000177043 -0.000380784
internal_weight=0 0.020581 0.0195361 0.0184563 0.0173928 0.0161641 0.00736196 0.00230471 0.00880211 0.0028161 0.00598602 0.00283108 0.00315494 0.00505725 0.00332781 0.00217555
internal_count=3910 3772 3732 3559 3374 3286 559 198 2727 361 2366 1385 981 361 171 99
is_linear=0
shrinkage=0.00160853


Tree=2606
num_leaves=16
num_cat=0
split_feature=14 1 0 403 4 157 2 0 1 1 3 15 16 47 160
split_gain=0.000257306 0.00014034 0.000268546 0.000228366 0.000208354 0.000333529 0.000143089 0.000291558 0.000300934 0.000214961 0.00013169 9.59234e-05 0.000156395 7.95291e-05 6.38446e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 -0.16401499999999997 -0.062769999999999979 0.087995000000000004 -0.14136999999999997 0.11052000000000002 0.095575000000000007 -0.077894999999999978 0.024640000000000006 0.20277000000000003 0.094425000000000009 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 9 8 14 -7 -11 12 -4 -12 -8
right_child=-2 3 11 -5 5 6 7 -9 -10 10 13 -13 -14 -15 -16
leaf_value=-0.00078864782446419663 -0.00087329223098778176 -0.00064938031399306849 -0.000582573789248315 0.00087136561989538028 0.00098833365186303825 -0.00087996886321012509 0.00013602850259752082 0.0010152411923256151 -0.00052806290745179029 -0.0004930902945255904 0.00062331095377133553 0.00037599971348135236 0.00020622688932543965 -1.469258265918148e-05 0.00074983084031655912
leaf_weight=0.0016945258483696884 0.0010376022993180403 0.0011681821543850788 0.0014396329995201504 0.0012145146651764147 0.0012898341950072509 0.0011020033363599246 0.0010267161192127894 0.0011670002112742373 0.0018103324067598311 0.0011296071579741137 0.0010084849770262538 0.0016774075758670404 0.0017643450195807021 0.0015842743119554026 0.0011147962580402293
leaf_count=990 138 239 225 137 184 380 92 211 106 106 187 567 201 90 57
internal_value=0 3.3526e-05 -0.000179521 0.00013642 6.44433e-05 0.000138677 2.846e-05 0.000235285 4.96018e-06 -0.00019099 1.29822e-05 3.1931e-05 -0.000148202 0.000233467 0.000455552
internal_weight=0 0.0201917 0.00657591 0.0136157 0.0124012 0.011233 0.00994321 0.00511884 0.00395184 0.00482437 0.00372237 0.00488139 0.00320398 0.00259276 0.00214151
internal_count=3910 3772 1983 1789 1652 1413 1229 466 255 763 383 993 426 277 149
is_linear=0
shrinkage=0.00177594


Tree=2607
num_leaves=12
num_cat=0
split_feature=124 48 0 4 132 42 160 47 4 2 16
split_gain=4.94485e-05 5.84728e-05 0.000146669 0.000262069 7.16226e-05 8.91267e-05 8.94013e-05 8.5421e-05 0.000172212 8.77409e-05 8.12627e-05
threshold=-0.061329999999999989 0.12675000000000003 -0.17106499999999999 0.0057500000000000008 0.080815000000000012 -1.0000000180025095e-35 -0.079684999999999992 0.09252500000000001 0.05309500000000001 0.08400500000000001 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 9 -8 -11
right_child=1 -3 4 -5 -6 6 7 -9 -10 10 -12
leaf_value=0.0019068052768563813 -0.0019145149023786483 -0.0026900833174478222 -0.0032579579274577999 0.0048648810508596201 0.0019572500972912434 -0.0031328002762639972 -0.0033144700941136452 -0.0027142117156145696 0.0033808174160230562 0.0018400925545014968 -0.0018694770377282652
leaf_weight=0.0014431309386258263 0.0011149494111617484 0.0010416470955423524 0.0015838616536333694 0.0017135425225458523 0.0011673069112090916 0.0012341574990902566 0.0010890727414248928 0.0011116378647613497 0.0017931331100875664 0.0016969695295173748 0.0011901262302847111
leaf_count=310 76 118 801 126 340 533 368 163 256 593 226
internal_value=0 -0.000204211 -1.5131e-05 0.00219254 -0.000589789 -0.000896335 -0.000435406 4.83951e-05 0.000580698 -0.000682072 0.000310924
internal_weight=0 0.0147364 0.0136948 0.00282849 0.0108663 0.00969896 0.0081151 0.00688094 0.0057693 0.00397617 0.0028871
internal_count=3910 3600 3482 202 3280 2940 2139 1606 1443 1187 819
is_linear=0
shrinkage=0.0108838


Tree=2608
num_leaves=17
num_cat=0
split_feature=14 124 12 123 12 43 13 48 4 50 47 43 1 2 2 16
split_gain=0.000198106 0.000149341 0.000276467 0.000162343 0.000226173 0.000192498 0.000171233 0.000203632 0.000284024 0.000187689 0.000206362 0.000301766 0.000180085 0.000211501 0.000129444 6.22019e-05
threshold=0.056865000000000006 0.10385500000000002 0.11655500000000001 1.0000000180025095e-35 -0.0089849999999999982 -0.17307499999999998 -0.23438999999999996 0.12649500000000002 -0.23071499999999998 0.086465000000000014 0.09252500000000001 -0.00084499999999999994 0.10937500000000001 0.085255000000000011 0.090545000000000014 0.0015250000000000001
decision_type=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 15 13 -13 -15 -10
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 -12 12 -14 14 -16 -17
leaf_value=-0.00072440643593821253 -0.00073305732039142114 0.00065516225123131672 -0.00085088905143816185 0.00059168275759365779 0.00065797126142327455 0.00060998435456949133 -0.0007939664529979895 -0.00077947911762136981 -0.00046734185911257364 -0.0005399399193779965 -0.00038377222542126824 0.00089247795848209396 0.0011159567113364821 -0.00038197702831079721 0.00036251066304202262 8.13784536292442e-05
leaf_weight=0.0011353766753068326 0.0010081326592274306 0.0010075399921919857 0.001025643201374638 0.0013906101429759605 0.0013303535937850908 0.0011465501827139729 0.0011413080487617739 0.001027518587557375 0.0012737478569557117 0.0011877661441296759 0.0015750225603654282 0.0013463331500159336 0.0010755725275415906 0.0010422268743353127 0.0017562324815639241 0.0010601029077562107
leaf_count=211 144 49 172 292 133 93 209 77 943 519 204 112 63 162 221 306
internal_value=0 2.77112e-05 -6.43432e-06 4.30896e-05 -4.29981e-06 5.03421e-05 -8.95508e-06 -6.57911e-05 -1.79149e-06 8.58421e-05 0.00016726 0.000282148 0.000505791 0.000347453 8.5242e-05 -0.000218097
internal_weight=0 0.0195219 0.0185144 0.0174887 0.0160981 0.0149627 0.0136324 0.0124858 0.0114583 0.010317 0.00912924 0.00755422 0.00522037 0.00414479 0.00279846 0.00233385
internal_count=3910 3766 3717 3545 3253 3042 2909 2816 2739 2530 2011 1807 558 495 383 1249
is_linear=0
shrinkage=0.00167351


Tree=2609
num_leaves=13
num_cat=0
split_feature=1 376 47 42 51 52 1 12 0 160 0 51
split_gain=5.00105e-05 9.23129e-05 9.78722e-05 8.34359e-05 0.000106409 0.000111771 9.77736e-05 0.000166617 0.000158688 8.66895e-05 7.39079e-05 5.00268e-05
threshold=0.12730000000000002 0.048375000000000008 0.09252500000000001 -1.0000000180025095e-35 -0.07742499999999998 0.11588000000000002 0.094695000000000015 0.088325000000000015 -0.15291499999999997 0.085065000000000016 -0.10071499999999999 -0.025709999999999997
decision_type=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 -2
right_child=11 -3 -4 4 5 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.0029204513129932638 -6.8872073432347877e-05 0.0030984079177474276 -0.0031834773698753063 -0.0029685524965628344 0.0024094481907927737 -0.0025419749140531615 -1.8820604176055956e-05 0.0032093376247081789 0.006531206695373817 -0.0041072465699948865 -0.0021479350929331283 0.0035610142665293172
leaf_weight=0.0013711136806322357 0.0011455053184097619 0.0010763243109775953 0.0017766078871826853 0.0012895537298763865 0.0010267801620250116 0.001273507586663042 0.0010032124097080902 0.001897054015324758 0.0011421796521721948 0.0010560402009808303 0.0010285569553863099 0.0010515208279717045
leaf_count=927 92 149 327 419 77 373 75 419 239 133 427 253
internal_value=0 -0.000282191 -0.00056503 -0.000145482 0.000246084 0.000737989 0.00132188 0.000402435 0.00346833 -0.00130898 0.000128787 0.00166843
internal_weight=0 0.0139409 0.0128646 0.011088 0.00971688 0.00842733 0.00715382 0.00500843 0.00214539 0.00311138 0.00205534 0.00219703
internal_count=3910 3565 3416 3089 2162 1743 1370 1056 314 637 504 345
is_linear=0
shrinkage=0.0120166


Tree=2610
num_leaves=12
num_cat=0
split_feature=11 3 1 2 0 13 52 49 47 2 13
split_gain=4.70745e-05 6.8219e-05 8.14997e-05 0.000103895 9.2177e-05 8.34384e-05 0.000151247 0.000117441 0.000107582 0.000163771 2.02397e-05
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 0.10362500000000001 -0.084074999999999997 -0.0024749999999999993 -0.0093349999999999978 -0.07107999999999999 0.09252500000000001 0.11230000000000001 -0.0088749999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -7 9 -9 -6
right_child=-2 2 5 -5 10 7 -8 8 -10 -11 -12
leaf_value=0.0021977446750846802 -0.0022151116576983165 -0.0021780467921373842 0.0052829444387306407 -0.0043117146175764625 0.002346615441446894 -0.003578711307576349 6.3578510483418103e-05 0.0042907074631434623 -0.0019534180708963155 -0.001075802006054747 0.00012770015632965057
leaf_weight=0.0017688583583326612 0.0011136972807245992 0.0018768885899730402 0.0011130173616584853 0.0010688930093444736 0.0010125583044033179 0.0010585649271388498 0.0017761823598228844 0.0015143954765635525 0.0014047155328013039 0.00130456059555502 0.0010139355060423006
leaf_count=219 224 1051 338 342 411 77 547 181 110 87 323
internal_value=0 0.000150971 -0.00012448 -0.00124513 -0.000405389 0.000557432 0.00207425 -0.000272217 0.000556478 0.00180719 0.0012364
internal_weight=0 0.0149126 0.0131437 0.00497228 0.00390338 0.00817144 0.0028892 0.00528224 0.00422367 0.00281896 0.00202649
internal_count=3910 3686 3467 2127 1785 1340 885 455 378 268 734
is_linear=0
shrinkage=0.0111015


Tree=2611
num_leaves=17
num_cat=0
split_feature=14 124 123 133 50 48 3 4 12 1 43 0 12 15 2 4
split_gain=0.000296912 0.00013885 0.000200469 0.000189498 0.00018929 0.00017843 0.000224164 0.000218022 0.000188889 0.000221335 0.000262675 0.000149602 0.000264022 0.000123253 0.000117013 0.000100101
threshold=0.064610000000000015 0.11158000000000001 1.0000000180025095e-35 0.093845000000000026 0.10119500000000002 0.11930500000000001 -0.15121499999999996 -0.23071499999999998 -1.0000000180025095e-35 0.11198000000000001 -1.0000000180025095e-35 -0.070894999999999986 0.088590000000000016 -0.0058549999999999991 0.089785000000000018 -0.077889999999999987
decision_type=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 13 14 -10 -15
right_child=-2 -3 -4 -5 -6 -7 7 8 9 10 -12 -13 -14 15 -16 -17
leaf_value=0.00080381264455346192 -0.00088456179265346551 0.00063694547102606232 0.00059664415326291626 -0.00064309638782369114 -0.00068415020504689224 -0.0005878259965982559 -0.00062206225397451172 -0.00056864289138019032 -0.00045333122597088601 0.00011274183840192418 0.0012467872962561237 0.00057589787640458282 -0.00078526415671471416 4.6825261722771927e-05 0.00018107568834362488 0.00077125380189550915
leaf_weight=0.0011650415446027929 0.0010468407012087918 0.0010021942845387715 0.0014429594965286547 0.0013990219932138023 0.0010582339282195685 0.0011384236667765233 0.0012660045986472813 0.0010394828232023019 0.0014786350639138363 0.0012381094249810792 0.0010632690561793315 0.0012544189486682874 0.0011444201797617404 0.0010592043413217289 0.0018121559743650845 0.0010777615960054893
leaf_count=170 138 40 305 606 347 85 126 179 343 99 113 161 577 400 140 81
internal_value=0 3.01377e-05 -2.49278e-06 -5.27732e-05 -4.86587e-07 4.86061e-05 0.000101886 3.61142e-05 0.000110729 0.000180456 0.000636687 4.63032e-05 -5.47796e-05 9.92401e-05 -0.000103979 0.000412185
internal_weight=0 0.0196393 0.0186371 0.0171942 0.0157952 0.0147369 0.0135985 0.0124335 0.0111675 0.010128 0.00230138 0.0078266 0.00657218 0.00542776 0.00329079 0.00213697
internal_count=3910 3772 3732 3427 2821 2474 2389 2219 2093 1914 212 1702 1541 964 483 481
is_linear=0
shrinkage=0.00167351


Tree=2612
num_leaves=18
num_cat=0
split_feature=1456 128 453 43 1374 457 156 159 50 160 133 43 15 0 0 15 15
split_gain=0.000265007 0.000197436 0.000182007 0.000198133 0.000165025 0.000272759 0.00016702 0.000151911 0.000218925 0.00021748 0.000154973 0.00024135 0.000225 0.000338349 0.000174531 0.000139671 2.49487e-05
threshold=-1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 0.19761500000000001 -0.095439999999999983 0.088055000000000008 0.091280000000000014 -0.034019999999999988 0.088160000000000002 0.087260000000000018 0.089200000000000015 -0.074254999999999988 0.024640000000000006 -0.12329499999999999 -0.072864999999999985 -0.017214999999999998 -0.052074999999999989
decision_type=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 11 14 13 -13 -9 -16 -15
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14 16 15 -17 -18
leaf_value=-0.00089734044549786088 -0.00054024408889346079 -0.00072801707386361918 -0.00062246563494512469 -0.00062345860483784747 -0.00035534896955698349 0.001051628071459124 -0.00051326269147803998 0.00023573711215150864 0.00094175962744511672 -0.00054117274732117047 -0.00029159929939796657 0.00088504665955319137 -0.0004418757086176434 -0.00036811566243468363 0.00045382398174308625 0.0013195935252479272 2.4096268565812084e-05
leaf_weight=0.0010086083934732612 0.0010198335861495425 0.0010227246994338945 0.0011281846089583594 0.0010939752408377556 0.001474059555241305 0.0010980175697409755 0.0011566991671365543 0.0018434346662762136 0.0012875925191934536 0.0012152414330325817 0.0014554817552705429 0.0018127215387259143 0.001746919425877333 0.0010053602627459243 0.0010034007936486284 0.0014185999140960553 0.0010413648738642825
leaf_count=369 65 247 91 186 347 136 276 279 308 221 376 112 444 184 83 73 113
internal_value=0 3.37822e-05 7.12379e-05 0.00011102 0.000154269 0.000194606 0.000137439 0.00018662 0.000244384 0.000172793 0.000249391 0.000329153 8.69415e-05 0.000326303 0.000647509 0.000960917 -0.00016856
internal_weight=0 0.0218236 0.0208009 0.0196727 0.0185787 0.0175589 0.0164609 0.0153042 0.0138301 0.0125425 0.0113273 0.0098718 0.00560637 0.00385945 0.00426544 0.002422 0.00204673
internal_count=3910 3541 3294 3203 3017 2952 2816 2540 2193 1885 1664 1288 853 409 435 156 297
is_linear=0
shrinkage=0.00177594


Tree=2613
num_leaves=16
num_cat=0
split_feature=14 124 124 50 48 4 12 3 160 42 15 15 3 1 2
split_gain=0.000279428 0.000130821 0.000148043 0.000178998 0.00020708 0.000266774 0.000186251 0.000175376 0.000162212 0.000131634 0.000118467 0.000156293 0.000301454 0.000114546 0.000111244
threshold=0.064610000000000015 -0.061329999999999989 0.11158000000000001 0.10625000000000001 0.11930500000000001 0.28937500000000005 0.10673000000000001 0.10856000000000002 0.090735000000000024 -1.0000000180025095e-35 0.090325000000000003 -0.053579999999999996 -0.084014999999999992 0.095575000000000007 0.089570000000000025
decision_type=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 13 -13 14 -11
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16
leaf_value=0.00052384675663154161 -0.00095221509546408766 -0.00048003947048623025 0.00066808811236025928 -0.00079489555132972189 -0.00073329602653733877 0.00072731281581402824 -0.0007389198911205184 0.00061556299476401763 -0.00069030200554729695 -0.0003399469848666317 0.00069947639574027224 0.00031552071200888665 -0.00075198262250899292 0.00083968865490451918 0.00052388868662488046
leaf_weight=0.0016893742548426049 0.0010361034975694397 0.0014554683863743601 0.0010261158971413024 0.0010465199696256316 0.0012352827272138619 0.0017699871195087794 0.0011745889844363812 0.0015333271782316813 0.001208119897151764 0.0010323257517989323 0.0010599446240555782 0.0017804204343491738 0.0018327845366126333 0.0010397762150755885 0.001003862064357916
leaf_count=301 138 661 40 390 99 258 228 111 244 206 287 325 407 74 141
internal_value=0 3.2001e-05 -1.36572e-05 -5.43941e-05 -6.33784e-06 5.39686e-05 -3.68664e-05 3.21628e-05 -5.37461e-05 2.98032e-05 0.000125564 3.46234e-05 -0.000225966 0.000340727 8.59331e-05
internal_weight=0 0.0198879 0.0181985 0.0171724 0.0161259 0.0148906 0.0131206 0.011946 0.0104127 0.00920458 0.00774911 0.00668917 0.0036132 0.00307596 0.00203619
internal_count=3910 3772 3471 3431 3041 2942 2684 2456 2345 2101 1440 1153 732 421 347
is_linear=0
shrinkage=0.00184769


Tree=2614
num_leaves=17
num_cat=0
split_feature=14 157 124 12 48 42 14 1 0 43 42 2 133 52 4 13
split_gain=0.000376458 0.000147051 0.000158055 0.000187089 0.000179661 0.000179401 0.000238522 0.000232196 0.000263762 0.000180722 0.000213677 0.000147209 9.17535e-05 0.000108533 8.39795e-05 3.41085e-05
threshold=0.073890000000000011 -0.073574999999999988 0.11158000000000001 0.10852500000000001 0.12675000000000003 -1.0000000180025095e-35 -0.13131999999999996 0.10398500000000001 -0.17106499999999999 -0.15426499999999996 0.088465000000000002 0.086915000000000006 0.084285000000000013 -0.031409999999999993 -0.0025899999999999994 0.0043150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 15 -7 9 -9 -8 11 14 13 -13 -11 -3
right_child=-2 2 -4 -5 -6 6 7 8 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.00048927119403372257 -0.0010363097357275297 -0.00019486811466785426 0.00064292799421946094 -0.0006548078951048187 -0.00064758567705903861 -0.00062474339526259206 0.00071290932364853816 0.001216474667858194 0.00018115187332585152 8.2857357430917813e-05 -0.0006630800328846423 -0.00024587220114829735 0.00072629150401716113 0.00042715223887507584 -0.00058174847112776298 -0.00063434496588871581
leaf_weight=0.0018750662694732431 0.001005278250184787 0.0010282628794438574 0.0010113550892262629 0.0013773948955187977 0.0011528303968477349 0.0011151212562655619 0.0010763833698472711 0.001235019183361323 0.0017093997519228429 0.0010950804616581774 0.00130339397388429 0.0012244656015887312 0.001059273449343149 0.0016243196262686992 0.0011211889154941188 0.0010300331387083812
leaf_count=490 135 550 38 274 99 94 47 82 364 295 674 104 180 98 100 286
internal_value=0 3.4157e-05 -1.28256e-05 -5.14912e-05 1.18818e-06 5.23391e-05 0.00012887 0.000202274 0.000615412 5.92309e-05 -3.54965e-05 9.80673e-05 0.000297363 0.000137873 -0.00025336 -0.000414796
internal_weight=0 0.0200386 0.0181635 0.0171522 0.0157748 0.0146219 0.0125636 0.0114485 0.00294442 0.00850411 0.00742772 0.00612433 0.00390806 0.00284879 0.00221627 0.0020583
internal_count=3910 3775 3285 3247 2973 2874 2038 1944 446 1498 1451 777 382 202 395 836
is_linear=0
shrinkage=0.00170698


Tree=2615
num_leaves=18
num_cat=0
split_feature=14 11 403 157 3 39 3 2 2 52 16 13 43 4 43 1 1
split_gain=0.000399219 0.000201877 0.000189988 0.000195355 0.000221262 0.000257548 0.0002117 0.000360601 0.000314816 0.000180286 0.000260654 0.000142422 0.000158531 0.000299692 0.00040659 0.00011747 3.96125e-05
threshold=0.073890000000000011 0.088315000000000018 -1.0000000180025095e-35 -0.073574999999999988 0.11265500000000002 0.005105000000000001 -0.074234999999999982 0.089910000000000004 0.096750000000000017 0.11262000000000001 0.0054700000000000009 0.16421000000000002 0.0033500000000000005 -0.083329999999999987 -0.079109999999999986 0.10113500000000002 0.094385000000000011
decision_type=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 11 16 -9 10 -6 12 13 -5 -15 -7 -8
right_child=-2 -3 3 4 9 15 7 8 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00056589839170568732 -0.0010398769569244229 -0.00064830567966716419 0.00065577964735448154 0.0011973616784439929 -0.00015075079964971036 0.00025803249273778287 -0.00097492961841104593 0.00077601170832444809 -0.00046057948791449616 0.00019182281751192051 -0.0012222660823251782 -0.00027554714138509673 -0.0001885708640409024 -0.00045407972433036514 0.00079183981797970081 0.0010362689335022849 -0.00050323770135654252
leaf_weight=0.0012842823753654578 0.001061004710377649 0.0012035081135239869 0.0017522427521997506 0.0013199636769594646 0.0019230965238380649 0.0010178925330879829 0.0010729275987610325 0.0013392648599261977 0.0010865675434789095 0.0016087856205437845 0.0010083330875807484 0.0012214363336176259 0.0011763303575130502 0.0014000225711211407 0.0016778185216317605 0.0012705980368551443 0.0010044022792368157
leaf_count=904 135 125 440 130 168 95 130 80 210 69 56 79 237 432 286 238 96
internal_value=0 3.17392e-05 7.04106e-05 0.000111518 5.89083e-05 0.000167923 6.21559e-05 -0.000224875 0.000222124 -0.000267335 -0.000519323 0.00025236 0.000368038 0.000516921 0.000225106 0.000690119 -0.000746864
internal_weight=0 0.0223675 0.021164 0.0198797 0.0181274 0.0135872 0.0112987 0.00450316 0.00242583 0.00454022 0.00293143 0.00679557 0.00557414 0.0043978 0.00307784 0.00228849 0.00207733
internal_count=3910 3775 3650 2746 2306 2013 1680 516 290 293 224 1164 1085 848 718 333 226
is_linear=0
shrinkage=0.00170698


Tree=2616
num_leaves=16
num_cat=0
split_feature=14 157 124 123 12 48 12 13 43 50 1 2 160 12 16
split_gain=0.000230208 0.000141694 0.000153847 0.000218726 0.000195898 0.000254208 0.000216892 0.000228553 0.000149935 0.000129074 0.00012001 0.000171156 0.0001189 0.000169848 0.000158156
threshold=0.05884000000000001 -0.073574999999999988 0.11158000000000001 1.0000000180025095e-35 -0.0089849999999999982 0.11930500000000001 0.10852500000000001 -0.15078499999999997 -0.17307499999999998 0.083475000000000008 0.11198000000000001 0.11043500000000002 0.087825000000000014 0.086935000000000012 -0.083564999999999987
decision_type=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 -10
right_child=-2 2 -4 -5 5 -7 -8 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.00045105820396384088 -0.00076164911199656717 -0.00077217177481146313 0.00058672471124005562 0.0005758063765013107 0.0006925641474716471 -0.00077133137967936867 -0.00062840495603003047 0.00054752953317583133 0.0007101816414921161 -0.0005810088677511506 0.00043761782704281038 -0.00067524797796324968 -0.00038106785377887915 -0.00030992760197857445 -8.0242495620668904e-05
leaf_weight=0.0018467635020160958 0.0010066466303203228 0.0010749024692599174 0.0010254415115778541 0.0013059176663085719 0.0013705493986576672 0.0011874276247719204 0.0012539924003473315 0.0011205311468948783 0.0016313984493532066 0.0011448113042114858 0.001329433356211128 0.0010872253395425857 0.001395459633789474 0.0013210355524132487 0.0010943071349775041
leaf_count=490 141 199 38 276 106 96 260 103 206 396 109 151 203 793 343
internal_value=0 2.74883e-05 -1.76169e-05 -5.55967e-05 -0.000110527 -5.94939e-05 6.80717e-06 7.61041e-05 -7.34828e-06 -7.64043e-05 -2.89786e-06 -9.25897e-05 2.38119e-05 0.000163429 0.000392845
internal_weight=0 0.0191892 0.0173424 0.016317 0.0150111 0.0139362 0.0127487 0.0114948 0.0101242 0.00900367 0.00785886 0.00652943 0.0054422 0.00404674 0.00272571
internal_count=3910 3769 3279 3241 2965 2766 2670 2410 2304 2201 1805 1696 1545 1342 549
is_linear=0
shrinkage=0.00160853


Tree=2617
num_leaves=21
num_cat=0
split_feature=1213 14 1456 453 11 3 159 1374 457 159 42 49 124 49 1 15 43 16 4 12
split_gain=0.000652898 0.000594125 0.00044709 0.000337194 0.000282136 0.000235954 0.00021163 0.000214845 0.000246106 0.00020834 0.000213299 0.00042861 0.000203288 0.000263397 0.000232458 0.000202389 0.000327863 0.000169049 0.000265889 0.000326038
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 0.10519500000000001 -0.049459999999999997 0.088175000000000017 0.073745000000000019 0.08401500000000002 -0.010424999999999999 0.13733500000000001 0.11115500000000002 0.11593500000000001 0.035895000000000003 -0.079804999999999987 -0.15168999999999996 -0.011209999999999999 0.086935000000000012
decision_type=2 2 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 -7 9 10 11 -9 13 14 17 16 -12 -13 19 -19
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 15 12 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.0012707659343822917 -0.0010125748768043904 -0.0011859145115178911 0.00082801277679531529 -0.00074438265965102524 -0.00064517727381313398 -0.00049980979910670229 -0.00057973351839228334 -0.0007439740136674746 0.0010285413328164738 0.00085166409553418801 -0.00054787944444029634 0.00069237341174060876 0.00089842691841235324 0.00085892122884587813 -0.000758674270838636 0.00094401422374443158 0.00070722410235037763 0.00084642755930899166 -0.00079907497046509813 -0.00032454041077714077
leaf_weight=0.0011684928053913432 0.001022561556598584 0.0011100860262449877 0.0017869094093009392 0.0011876189178405818 0.0011180541896980136 0.0011244318816328027 0.0010137085825210187 0.0017725571126016157 0.0011626395597662811 0.001361392081573474 0.0010587613153626822 0.0010986512295518775 0.0010113720240383373 0.0010763510781886323 0.0011223224088549233 0.0016401235828863436 0.0014195343822497241 0.0012714972129789113 0.0010503073570044966 0.0015224102559959762
leaf_count=592 312 112 140 90 121 76 213 171 110 217 265 33 11 103 82 351 273 135 184 319
internal_value=0 3.47569e-05 9.16411e-05 0.000141167 0.000189832 0.000235388 0.000178778 0.000222238 0.000271241 0.000214088 0.000152282 1.6773e-05 0.00018217 8.07351e-05 -5.73647e-05 0.000478862 0.000171027 0.000101874 -6.68869e-05 0.000208363
internal_weight=0 0.0249313 0.0238212 0.0227986 0.021611 0.020493 0.0187061 0.0176924 0.0165679 0.0154053 0.0140439 0.00992547 0.00815291 0.00714154 0.00606519 0.00411842 0.0024783 0.00494287 0.00384421 0.00279391
internal_count=3910 3318 3206 2894 2804 2683 2543 2330 2254 2144 1927 1038 867 856 753 889 538 671 638 454
is_linear=0
shrinkage=0.00170698


Tree=2618
num_leaves=13
num_cat=0
split_feature=41 158 457 39 50 2 4 42 43 0 13 2
split_gain=5.21405e-05 9.52478e-05 8.22617e-05 7.38129e-05 8.97604e-05 9.80281e-05 0.000111722 0.000107915 0.000153901 0.000154112 0.000161705 7.55916e-05
threshold=0.078535000000000008 0.084965000000000027 -0.067474999999999993 0.005105000000000001 0.088425000000000017 0.113945 0.24280000000000004 -1.0000000180025095e-35 -0.074254999999999988 -0.22851499999999997 -0.10023999999999998 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 11 -10 -11 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 9 10 -12 -13
leaf_value=-0.0029827498697981461 -0.0027246037065730166 -0.0034953102466972943 -0.0027333259446887309 0.0029249422482129964 -0.0027251868379462459 -0.0021594769766237767 0.0048301553312570817 0.0063275153057758219 0.00397630246511431 0.0015834016880124093 -0.0038260524124366499 0.0016799520409597705
leaf_weight=0.0010040376667964203 0.001009147942234472 0.0010069820484356106 0.0011939582095866642 0.0018547610781738397 0.0013139729674165749 0.0015581131681021059 0.0010998898443630774 0.0010519484302425391 0.0010917482393146879 0.0015423895310137147 0.0017979367579425368 0.0010510859394168466
leaf_count=272 195 396 620 331 526 295 98 156 54 75 669 223
internal_value=0 0.000150354 0.000402494 0.000653228 0.000293133 0.000674953 0.00117517 0.000655042 0.00127409 -2.15829e-05 -0.00132825 0.00400469
internal_weight=0 0.0155668 0.0145598 0.0135558 0.011701 0.0103871 0.00882896 0.00772907 0.00653511 0.00443207 0.00334033 0.00210303
internal_count=3910 3715 3319 3047 2716 2190 1895 1797 1177 798 744 379
is_linear=0
shrinkage=0.0122569


Tree=2619
num_leaves=19
num_cat=0
split_feature=14 147 52 43 403 376 1 48 12 2 49 13 475 51 2 16 4 12
split_gain=0.000417944 0.00018108 0.000225476 0.000208499 0.000280524 0.000221876 0.000232847 0.000249731 0.000249659 0.000303345 0.000206007 0.000155445 0.000174747 0.000172853 0.000125927 0.000346777 0.000213746 0.000189896
threshold=0.077685000000000018 1.0000000180025095e-35 0.28122000000000008 0.18078000000000002 -1.0000000180025095e-35 0.048375000000000008 0.13607500000000003 0.11930500000000001 -0.051479999999999991 0.11542500000000001 -0.085974999999999982 0.16421000000000002 -1.0000000180025095e-35 0.08955500000000001 0.089910000000000004 -0.089864999999999987 -0.077679999999999985 0.086935000000000012
decision_type=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 -10 12 -12 14 15 -14 -17 -16
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13 13 -15 17 16 -18 -19
leaf_value=-0.00078371345582472888 -0.001067300132198529 0.00057598134684765231 -0.00068921816712929111 -0.00067307894566373853 -0.0007172933455498687 0.00077742066561146603 0.0007990149981909919 -0.00072196604476403915 -0.00057266574591974837 0.00096144571720616545 -0.00043623609145945487 -0.00047005959205470018 -0.00058157617083285577 -0.00034622245803042514 0.0011717247598588751 0.00096247938248195228 0.00011631451735637966 0.00024169287616080602
leaf_weight=0.0010149437401544168 0.0010278934062249436 0.001549648248736552 0.0013094808205496291 0.0011184500580542064 0.0010287044446300785 0.0013331649841118688 0.0011295013683223299 0.0011974265299453659 0.001287524523543966 0.00114490339477965 0.0010409090301164497 0.001054423360286604 0.0011301147698885164 0.0010333607512442522 0.0011911918822820056 0.0014934101857377365 0.001899484351884034 0.0012708241774478032
leaf_count=851 126 216 347 217 136 168 160 77 99 153 381 53 128 126 51 144 270 207
internal_value=0 2.42162e-05 -1.71345e-05 2.83046e-05 7.12891e-05 0.000121639 6.66601e-05 1.06636e-05 7.52882e-05 0.000140275 5.78136e-05 0.000138077 0.000208858 0.000292601 0.000387109 0.000221327 0.000488761 0.000691668
internal_weight=0 0.0222275 0.0206778 0.0193683 0.0182499 0.0172349 0.0159018 0.0147723 0.0135749 0.0125461 0.0114012 0.0101137 0.0090593 0.00801839 0.00698503 0.00452301 0.00339289 0.00246202
internal_count=3910 3784 3568 3221 3004 2153 1985 1825 1748 1612 1459 1360 1307 926 800 542 414 258
is_linear=0
shrinkage=0.00167351


Tree=2620
num_leaves=18
num_cat=0
split_feature=14 157 0 12 0 51 42 12 52 48 47 12 2 13 133 0 4
split_gain=0.000323392 0.000148591 0.000135472 0.0002282 0.000180271 0.000232892 0.00015457 0.000153191 0.000133926 0.000131484 0.000198081 0.000163926 0.000270643 0.000154455 0.000114647 0.000230381 4.36361e-05
threshold=0.073890000000000011 -0.073574999999999988 0.18055000000000002 0.10852500000000001 -0.017269999999999997 -0.032189999999999989 -1.0000000180025095e-35 0.084100000000000022 -0.087604999999999988 0.12675000000000003 0.08801500000000001 0.088325000000000015 0.11462500000000002 -0.09547499999999999 0.058050000000000011 -0.19631499999999999 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 16 -7 -6 -1 10 11 12 14 -13 15 -8 -3
right_child=-2 2 -4 -5 7 6 9 -9 -10 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=2.2631118507078104e-05 -0.00094157376757270019 -0.00035760575433936603 0.00056226294467521577 -0.00069009886486322183 0.00088576166154735248 -0.00053190501925029509 0.00016461619139351342 6.2851284354327694e-05 0.00088089172104642338 -0.000493525546909387 -0.00033619062768588834 0.0011256427409543704 0.00082032562284941723 0.00025237676548900981 0.0004043170359675896 -0.00071623483269333339 -0.00083949842961269789
leaf_weight=0.0010223838283023867 0.0010262505358245013 0.0010864380963304344 0.0010406339164043396 0.0014731233200807005 0.0010738406236581108 0.0013068079088224731 0.0018102801912531735 0.0015452211854458985 0.0010144248664841786 0.0010228308967410249 0.001977146630708501 0.001001291707632232 0.0011540850251988977 0.0013085297904105037 0.0010056893952016498 0.0015381254707003433 0.0010206619125499791
leaf_count=206 135 274 43 276 161 728 70 112 284 73 176 68 138 445 293 375 53
internal_value=0 2.01204e-05 -2.51039e-05 -5.84608e-05 -3.24249e-06 -7.74968e-05 1.17475e-05 0.000400252 0.000450085 7.74205e-05 0.00013704 0.000256718 9.97944e-05 0.000630932 -9.11878e-05 -0.000240012 -0.000591031
internal_weight=0 0.0214015 0.0193647 0.0183241 0.0168509 0.0142319 0.0121248 0.00261906 0.00203681 0.010818 0.00979515 0.007818 0.00550818 0.00230982 0.0043541 0.00334841 0.0021071
internal_count=3910 3775 3285 3242 2966 2693 2366 273 490 1638 1565 1389 876 513 738 445 327
is_linear=0
shrinkage=0.00167351


Tree=2621
num_leaves=16
num_cat=0
split_feature=14 157 124 16 12 43 0 52 49 2 15 42 52 160 16
split_gain=0.000265458 0.000183894 0.000194832 0.000208967 0.000331651 0.000231105 0.000197251 0.000143516 0.000124517 0.000175759 0.000137322 0.000227102 0.000118056 9.75356e-05 6.04187e-05
threshold=0.064610000000000015 -0.073574999999999988 0.11158000000000001 -0.055679999999999993 0.10371500000000002 -0.062599999999999989 -0.07773999999999999 -0.06724999999999999 0.0021350000000000002 0.114165 0.090325000000000003 0.084100000000000022 -0.021309999999999996 0.086620000000000016 -0.096824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 12 8 -7 9 10 11 13 -5 14 -3
right_child=-2 2 -4 4 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00052740380546976995 -0.00086896732535764556 0.00047573120266727182 0.00070521674024080815 0.00042858824558165536 -0.001192923760745803 -0.0010356621260340052 0.00060098615178565877 -0.00020471192294601646 -0.00044993172057580886 0.00070465130742763569 0.00053791134464053385 -0.00089371589666825744 -0.00022835939302837739 -0.00043147797623046494 -3.5418978226718771e-05
leaf_weight=0.0019887220434239425 0.0010608800467677556 0.0012744732780303782 0.0010339410451192686 0.0019914956359990549 0.0010769435840988087 0.0010371428496042077 0.0018408433509295294 0.0016054685506051679 0.0016941479553316584 0.0011309781258840275 0.0010157303271145224 0.0010261331276494139 0.0014208988371779054 0.0010282651189313652 0.0015579954480821577
leaf_count=490 138 130 38 389 154 236 468 298 307 118 137 316 259 41 391
internal_value=0 2.3999e-05 -2.9439e-05 -7.23525e-05 -0.000302644 -0.000144299 8.30545e-05 -0.000530834 -2.61871e-05 7.58785e-05 -4.45987e-05 -0.000165673 0.00015504 2.78316e-05 0.000194574
internal_weight=0 0.0207232 0.0187345 0.0177005 0.00713195 0.00605501 0.0105686 0.00264261 0.00872772 0.00703358 0.0059026 0.00488687 0.00341239 0.00386073 0.00283247
internal_count=3910 3772 3282 3244 1336 1182 1908 534 1440 1133 1015 878 648 562 521
is_linear=0
shrinkage=0.00174112


Tree=2622
num_leaves=13
num_cat=0
split_feature=148 457 484 42 50 52 16 133 15 3 0 1
split_gain=4.995e-05 0.000111366 7.31162e-05 0.000113646 8.1935e-05 9.47712e-05 0.000128293 9.53524e-05 0.00013655 9.57837e-05 0.000191529 0.000112005
threshold=-0.057864999999999993 0.091610000000000011 -1.0000000180025095e-35 0.10138000000000001 0.088160000000000002 0.086950000000000013 -0.0090499999999999973 0.065880000000000008 0.079360000000000014 0.090325000000000003 -0.13027499999999997 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 9 10 -4 -12
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=0.0031361722363293042 -0.003819519463813439 -0.0050979454567471761 0.0086113016564008885 -0.0046379695594997517 0.0047720909826942104 -0.0065730267634127072 0.00048409750777755119 0.0049308891488622081 -0.0041864076561124583 -0.0013476668518970982 -0.0028279816627396347 0.003771666824616791
leaf_weight=0.0011602815784593897 0.0011057746019054572 0.0011168498470517521 0.0010921798283177568 0.0010294360850736694 0.0012055196667146934 0.0010245300725876469 0.0017603182162020297 0.0014701728821581586 0.0012814141872293169 0.0018920979553132353 0.0012100270379976756 0.0013881458019475803
leaf_count=211 593 109 106 391 357 556 115 431 320 183 304 234
internal_value=0 -0.000273959 9.86423e-05 0.000423089 0.00084583 0.000420141 -0.00211218 0.00126632 0.000481411 0.00155288 0.00304003 0.000698063
internal_weight=0 0.0155765 0.0144596 0.0133538 0.0123244 0.0111189 0.00278485 0.00833404 0.00686386 0.00558245 0.00369035 0.00259817
internal_count=3910 3699 3590 2997 2606 2249 671 1578 1147 827 644 538
is_linear=0
shrinkage=0.0158556


Tree=2623
num_leaves=14
num_cat=0
split_feature=41 158 159 15 16 42 43 457 49 3 0 52 13
split_gain=4.72282e-05 7.46753e-05 7.97932e-05 6.03936e-05 0.000128452 9.76199e-05 0.000205185 0.000134422 0.000107037 0.00015315 6.66296e-05 2.52476e-05 1.96078e-06
threshold=0.078535000000000008 0.084965000000000027 0.088320000000000023 -0.095799999999999982 -0.096824999999999981 -0.09602999999999999 -0.17307499999999998 0.088175000000000017 -0.0057999999999999987 -0.078884999999999997 -0.084154999999999994 -0.025069999999999999 -0.073799999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 11 -10 -11 -8 -12
right_child=-2 -3 -4 5 -6 6 7 -9 9 10 12 -13 -14
leaf_value=0.00061782488680452846 -0.0029223103578724019 -0.003463780317995077 0.0038746788004336836 -0.0033518054450126997 -0.0051250382076984749 0.0064964571747272758 -0.0015632994159594893 0.0045933086919984593 -0.0029674930341496595 0.0048580454458206331 0.00041312785360196705 -0.0046436968138131723 0.0012599035740690236
leaf_weight=0.0019542543825596193 0.0010097668436734588 0.0010142014883651228 0.0011651637997478976 0.0010568904932748745 0.0011963722270920494 0.0011631942764039954 0.0010112020668087626 0.0011825241659665087 0.0015157715789050588 0.0012413194518476832 0.0010853046901549562 0.0010166482729012114 0.001002106935111575
leaf_count=284 195 396 265 203 251 99 180 110 1055 136 203 205 328
internal_value=0 0.000157956 0.000409703 0.000108989 -0.00156288 0.000621638 0.00107721 0.000294623 -0.000445051 0.000669475 0.00232561 -0.00310763 0.000819641
internal_weight=0 0.015605 0.0145908 0.0134256 0.00315063 0.010275 0.00921807 0.00805488 0.00687235 0.0048445 0.00332873 0.00202785 0.00208741
internal_count=3910 3715 3319 3054 535 2519 2316 2217 2107 1722 667 385 531
is_linear=0
shrinkage=0.0138033


Tree=2624
num_leaves=13
num_cat=0
split_feature=124 4 0 0 1 47 3 52 4 4 2 1
split_gain=5.42831e-05 0.000122362 9.37949e-05 7.60807e-05 8.7596e-05 0.00010654 0.000115856 0.000104765 0.00018577 0.000170195 0.000110168 8.63417e-05
threshold=1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.053834999999999994 0.12730000000000002 0.09252500000000001 -0.089974999999999986 0.086950000000000013 -0.077679999999999985 0.0057500000000000008 0.11085000000000002 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 11 -11 -10
right_child=-2 2 -4 -5 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.004989281351912133 0.0031294437155222864 -0.0033944637807172898 0.0031565766981446479 -0.0039806409050822944 0.00362001198671084 -0.0037818906183487294 0.0065164320366263156 -0.0029428624149437509 0.0004910854888149044 0.0055205432150650406 -0.0002472238867922357 -0.0048770132340698429
leaf_weight=0.0010028922206750295 0.0010138851373625536 0.0014921995979283254 0.0017457038119232304 0.0010358494986932665 0.0011904716090997301 0.0015782573708036174 0.0012371884336157529 0.0011807748083345788 0.0011400373301542451 0.0014359449747659465 0.0012092967924336694 0.0012399315591678298
leaf_count=173 100 518 233 214 176 301 372 702 463 240 119 299
internal_value=0 -0.000233268 9.60073e-05 -0.00032337 3.09823e-07 -0.000409554 0.000186103 0.000903931 0.00162924 0.000426036 0.00288376 -0.00230562
internal_weight=0 0.0154885 0.0144857 0.01274 0.0117041 0.0105136 0.00893537 0.00744317 0.0062624 0.00502521 0.00264524 0.00237997
internal_count=3910 3810 3637 3404 3190 3014 2713 2195 1493 1121 359 762
is_linear=0
shrinkage=0.0140794


Tree=2625
num_leaves=13
num_cat=0
split_feature=1 0 148 151 12 3 16 3 2 151 16 3
split_gain=5.10233e-05 0.000111032 8.70874e-05 0.000119526 0.000100564 9.8956e-05 9.29995e-05 8.29878e-05 7.55305e-05 6.20543e-05 0.000124989 2.61039e-05
threshold=0.085835000000000009 -0.084074999999999997 -0.057864999999999993 0.0033600000000000006 0.090480000000000019 -0.015794999999999997 -0.078844999999999985 -0.115685 0.10066500000000002 -0.074204999999999979 -0.055679999999999993 0.10223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -6 -3 -9 -7 11 -11
right_child=2 7 3 -5 6 9 -8 8 -10 10 -12 -13
leaf_value=-0.0033360569252369513 0.0039865617161070647 0.0028386382253192581 0.0046475747780551566 -0.0038589458502365976 0.00078186247122241713 0.0033599047967644235 -0.0042781963444140326 0.00052895523593140398 -0.0037165713189915269 0.00050785928280152443 -0.0028285610957911244 0.0033450598807200078
leaf_weight=0.0020038418752448689 0.0010214004341583443 0.001318482059242454 0.0012436217906533721 0.0010370610161078682 0.0012180884773938805 0.0010378797340697288 0.0010632918081149439 0.0018843708807700947 0.0010039156213107296 0.0010217861869411603 0.0015180956748901231 0.0010057886801536492
leaf_count=1139 149 97 373 128 175 107 388 651 313 103 165 122
internal_value=0 -0.000914019 0.000524209 0.000137527 0.000648664 0.00151983 -0.0015765 0.000239689 -0.000946712 0.000671204 -0.000115826 0.00191527
internal_weight=0 0.00621061 0.010167 0.00914561 0.00810855 0.00582717 0.00228138 0.00420677 0.00288829 0.00458355 0.00354567 0.00202757
internal_count=3910 2200 1710 1561 1433 870 563 1061 964 497 390 225
is_linear=0
shrinkage=0.0125021


Tree=2626
num_leaves=13
num_cat=0
split_feature=124 133 50 42 16 0 4 12 52 2 4 151
split_gain=5.1845e-05 0.000115794 7.3512e-05 9.03202e-05 0.000154842 0.000100804 0.000182356 0.000112437 0.000148204 9.26894e-05 0.000115692 8.68764e-05
threshold=1.0000000180025095e-35 0.099765000000000006 0.086465000000000014 0.098285000000000011 0.3935300000000001 -0.061994999999999995 -0.34687499999999999 0.086935000000000012 1.0000000180025095e-35 0.11230000000000001 0.0057500000000000008 -0.016164999999999995
decision_type=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 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0013284060691982572 0.003189295221472814 -0.0047586396571334 -0.002837221489207788 0.0044193937826151799 -0.005273228709105654 -0.00094247771825168051 0.0074535089286869626 -0.0033435251657241124 0.0044462834420032089 -0.0043727822914800818 0.0036572017601826223 -0.0047184515847284326
leaf_weight=0.0010169128078336203 0.0010114059100120891 0.0011248354234912787 0.001595350623636793 0.0011468903525331748 0.0010428214975242182 0.0010700815308516409 0.001153285796526563 0.0017948638484490825 0.0017431473909384453 0.0010584759042427555 0.0014990749114362264 0.001022344630873201
leaf_count=186 100 592 558 206 294 115 176 816 375 126 134 232
internal_value=0 -0.000235246 0.000124507 0.000501064 0.000106898 0.000648548 0.00341262 -0.000106913 0.000809383 -0.00056976 0.000567897 -0.00170308
internal_weight=0 0.0152681 0.0141432 0.0125479 0.011401 0.0103582 0.00222337 0.00813482 0.00633996 0.00459681 0.00353833 0.00203926
internal_count=3910 3810 3218 2660 2454 2160 291 1869 1053 678 552 418
is_linear=0
shrinkage=0.0146482


Tree=2627
num_leaves=17
num_cat=0
split_feature=14 124 123 133 12 50 48 1 0 3 2 160 3 12 42 3
split_gain=0.000304123 0.000159743 0.000201679 0.000199027 0.000225028 0.00023263 0.000213223 0.000278493 0.000313242 0.000242765 0.000189893 0.000189728 0.000156587 0.000176853 0.00011196 0.000100103
threshold=0.064610000000000015 0.11158000000000001 1.0000000180025095e-35 0.093845000000000026 -0.0089849999999999982 0.10119500000000002 0.11930500000000001 0.11198000000000001 -0.10303999999999998 -0.15121499999999996 0.10796500000000002 0.090735000000000024 -0.078884999999999997 0.086935000000000012 0.08622500000000001 0.090325000000000003
decision_type=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 -6 11 12 13 -11 15 -14
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 14 -15 -16 -17
leaf_value=-0.00076195953510668931 -0.00090236093383917488 0.0006632058026305428 0.00059095814485392816 -0.00064740526808576505 0.00080796913743761897 -0.00072305895800783761 -0.00059246958482855059 0.0011507517644761545 -2.185273421823286e-05 0.00029463080502707391 -0.00060379319861049571 -0.00058331526313340465 -5.4909331481267245e-05 -0.00057947141982541881 0.00084076164688014394 0.00054287723916915615
leaf_weight=0.0010238171347277747 0.0010335025848907378 0.0010523390312383992 0.0014612748847932329 0.0014616213399920889 0.0010432776029994919 0.0010203666302272115 0.001131565880481745 0.0015043264059096256 0.001107906605956597 0.0012447905595322573 0.0014327633628892214 0.0011102417197545247 0.0017934623704189889 0.0013527012205095008 0.0010320508303561376 0.0013945857659918293
leaf_count=193 138 40 305 606 138 338 80 83 166 491 172 181 154 561 152 112
internal_value=0 2.84244e-05 -6.52272e-06 -5.59795e-05 -2.59212e-06 4.86639e-05 0.000104323 0.000164899 0.000653424 4.22385e-05 -4.31054e-05 5.82253e-05 0.0001627 -0.000160577 0.000361679 0.000206588
internal_weight=0 0.0201671 0.0191148 0.0176535 0.0161919 0.015168 0.0141477 0.0130161 0.00261223 0.0104039 0.0093606 0.00792783 0.00681759 0.00259749 0.0042201 0.00318805
internal_count=3910 3772 3732 3427 2821 2628 2290 2210 249 1961 1823 1651 1470 1052 418 266
is_linear=0
shrinkage=0.00167351


Tree=2628
num_leaves=12
num_cat=0
split_feature=49 15 1 47 47 0 48 16 157 16 0
split_gain=4.57104e-05 8.30652e-05 7.56914e-05 0.000103108 0.000107154 9.75838e-05 9.75731e-05 0.000125427 0.000120852 7.1597e-05 5.84497e-05
threshold=-0.14750499999999997 0.090505000000000016 0.076710000000000014 0.087850000000000025 0.10783500000000001 -0.084074999999999997 0.086285000000000014 -0.078844999999999985 -0.059294999999999994 0.20277000000000003 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 -5 -2 7 -4 -9 -7 -6
right_child=1 -3 3 4 10 9 -8 8 -10 -11 -12
leaf_value=0.002458089852458596 -0.0050031094870878973 -0.0037970881385764764 0.0052836067428889827 -0.0047273882983700421 -0.0016704380076517111 -0.0020907636363078695 -0.00098489697292667637 0.0044623288203728363 -0.0011663571556031337 0.0019494161626390518 0.0027031938196732854
leaf_weight=0.0012122914150821508 0.0010247373077901501 0.0010619527842021309 0.0018932133122629763 0.0010551193259805414 0.0011183077572814901 0.0017273229292198151 0.0018139337970465956 0.001058454490709404 0.0018363005731958414 0.0013960946511243945 0.0010362262726637537
leaf_count=143 935 644 433 146 153 474 204 204 317 201 56
internal_value=0 -0.00022009 5.20223e-05 0.000687245 -0.00126335 -0.00145046 0.00163557 0.00262833 0.000891747 -0.000284898 0.000433067
internal_weight=0 0.0150217 0.0139597 0.00981156 0.00320965 0.00414815 0.0066019 0.00478797 0.00289476 0.00312342 0.00215453
internal_count=3910 3767 3123 1513 355 1610 1158 954 521 675 209
is_linear=0
shrinkage=0.0132673


Tree=2629
num_leaves=20
num_cat=0
split_feature=1213 14 124 402 12 43 3 132 4 43 4 15 52 4 47 15 52 1 0
split_gain=0.00053566 0.000488414 0.000211275 0.000227853 0.000176427 0.000170714 0.000248625 0.000244753 0.000240843 0.000267464 0.000320883 0.000270268 0.00015723 0.000145945 0.000220928 0.000173325 0.000130917 0.000115086 0.000111951
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.061329999999999989 0.076115000000000002 -0.09168999999999998 0.18078000000000002 0.16699000000000003 0.080815000000000012 -0.23071499999999998 -0.079109999999999986 -1.0000000180025095e-35 0.082225000000000006 -0.010284999999999997 0.022820000000000003 0.09252500000000001 -0.45726999999999995 0.09716000000000001 0.11561500000000001 -0.17106499999999999
decision_type=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 16 11 12 17 -11 -12 15 -15 -4 -10 -17
right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 13 -13 -14 14 -16 18 -18 -19 -20
leaf_value=-0.0013274912934493413 0.00010624229723625388 -0.0012132343783711761 -0.0010956054408780222 0.00085875455661396107 0.0011954081297533318 -0.00074218631183294178 0.00088690023180711651 0.00065313102215346444 -0.001127630691986038 0.00018380725837432483 -0.0007261260263512491 0.00036008673379801754 0.0010007699336053589 -0.00029157589858569281 -0.00053837705763062698 0.00098568225492475479 -0.00018919591100247476 -0.00031516254343249715 0.00021230652415220113
leaf_weight=0.0010316987151000384 0.0010010571628875659 0.0010260288873209641 0.0011505000134730452 0.0010810268237848855 0.001030292202446108 0.0010371509194857164 0.0010832399259770161 0.0016365785111570356 0.0013922859058656924 0.0014823888219027076 0.0010212461013553954 0.0010017468327061518 0.0017580388857204102 0.0012444294428344549 0.0016164505171478716 0.0011258712783618341 0.0010319737043250291 0.0010396779807273215 0.0014776921587156319
leaf_count=592 110 112 188 284 184 202 128 231 592 138 117 153 416 46 114 49 40 63 151
internal_value=0 3.31088e-05 9.06815e-05 3.35084e-05 0.000658663 -1.32008e-05 2.86585e-05 -2.60967e-05 -9.85506e-05 -4.27465e-06 0.000152238 -0.000447602 0.000627036 -8.49846e-05 3.48379e-05 0.000275632 -0.000667013 -0.000780296 0.000546741
internal_weight=0 0.0232377 0.0222116 0.0201803 0.00203135 0.0190993 0.0180621 0.0169789 0.0153423 0.0131598 0.00972612 0.00343371 0.00324043 0.00648569 0.00546444 0.00384799 0.00218247 0.00243196 0.00260356
internal_count=3910 3318 3206 2912 294 2628 2426 2298 2067 1839 1031 808 554 477 360 246 228 655 200
is_linear=0
shrinkage=0.00184769


Tree=2630
num_leaves=12
num_cat=0
split_feature=1 0 151 4 3 1 3 3 15 12 151
split_gain=4.28553e-05 0.000106867 0.000100561 0.000138626 8.40088e-05 5.02306e-05 6.67812e-05 8.53481e-05 9.07531e-05 0.000158574 4.86392e-05
threshold=0.10398500000000001 -0.035699999999999989 -0.0032449999999999996 0.24280000000000004 0.12046500000000002 0.095825000000000007 -0.115685 0.084925000000000014 0.085120000000000015 0.085250000000000006 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1 8 9 -8 -9
right_child=1 -3 3 -5 -6 -7 7 10 -10 -11 -12
leaf_value=0.0020704742674626051 -0.0037262980811741528 0.0044324692013167884 0.0010802036932391662 0.0036894069033666524 -0.0041212649622544032 -0.0034482596836505185 -0.00096874110098258087 0.003253089770670303 0.00076264731631790175 -0.0074985550932054534 -0.0004672634179279269
leaf_weight=0.001797554832953188 0.0010611870148426045 0.0012255598040518349 0.0012510969971539776 0.0018577659027099363 0.0010424469357785959 0.0010062503323348239 0.001836845020869927 0.0010901274422114859 0.001438880588063636 0.0010824231348084425 0.0015709617479352511
leaf_count=233 173 226 158 262 68 252 497 45 963 910 123
internal_value=0 0.000836782 -8.6341e-06 0.000941701 -0.00128393 -0.000583777 -0.000256857 -0.000852863 -0.0020189 -0.0033899 0.0010568
internal_weight=0 0.00643806 0.0052125 0.00415131 0.00229354 0.00982304 0.00881679 0.00701924 0.00435815 0.00291927 0.00266109
internal_count=3910 887 661 488 226 3023 2771 2538 2370 1407 168
is_linear=0
shrinkage=0.0135326


Tree=2631
num_leaves=16
num_cat=0
split_feature=14 11 3 124 13 4 16 2 2 0 42 133 15 42 2
split_gain=0.000365366 0.000186819 0.000241464 0.000226546 0.000142079 0.000211129 0.000219004 0.000196866 0.000122258 0.000116789 0.000146108 0.000137279 0.000141629 0.000128868 0.00026953
threshold=0.073890000000000011 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.10023999999999998 -0.23071499999999998 -0.41862999999999995 0.12238000000000002 0.097940000000000013 -0.23029999999999998 -0.089024999999999979 -1.0000000180025095e-35 -0.10192499999999999 0.088235000000000022 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 -7 9 -5 -8 -11 -12 -13 14 -14
right_child=-2 -3 3 4 5 6 7 -9 -10 10 11 12 13 -15 -16
leaf_value=0.00074293150685030744 -0.001019649567381988 -0.0006772083621491246 0.00059073342447918246 -0.00013649345043464841 -0.00086087331653041327 -0.00068615427341585248 0.00035159710337500695 0.00073830272051357299 0.0005503685951190341 0.00028269415611625436 -0.00082091236396457899 -0.00071038123836565409 0.00028577454271222437 0.00036248411195832282 -0.00087053886491028556
leaf_weight=0.0014432849951607199 0.0010061161845574115 0.0010233200233269448 0.0018086782509939758 0.0012478654655364947 0.0010429907734101603 0.0014373828846831029 0.0017218341429963138 0.0010160359004528748 0.0019121065233467308 0.001842746887787617 0.0010701920580674625 0.0010364824653777572 0.0012469465260820907 0.0016553079005100207 0.0011104486879644666
leaf_count=143 135 125 292 130 136 205 68 149 156 342 664 104 185 622 454
internal_value=0 3.3805e-05 7.09418e-05 1.75024e-05 -4.59474e-05 -0.000123884 -6.05527e-05 2.34875e-05 0.000279128 -5.15106e-05 -0.000138684 -0.000265575 -0.000147869 -2.57192e-06 -0.000258906
internal_weight=0 0.0206156 0.0195923 0.018149 0.0163403 0.0131804 0.0121374 0.0107 0.00315997 0.00968396 0.00796212 0.00611938 0.00504919 0.0040127 0.0023574
internal_count=3910 3775 3650 3507 3215 2929 2793 2588 286 2439 2371 2029 1365 1261 639
is_linear=0
shrinkage=0.00170698


Tree=2632
num_leaves=15
num_cat=0
split_feature=14 124 484 474 132 13 2 43 0 160 0 3 151 1
split_gain=0.000214735 0.00015051 0.000144516 0.000128704 0.000125203 0.000200153 0.000172876 0.000134806 0.00022617 0.00026146 0.000219125 0.000200725 0.000146308 0.000266014
threshold=0.064610000000000015 -0.061329999999999989 -0.0043499999999999988 0.084655000000000022 0.080815000000000012 -0.094679999999999986 0.097940000000000013 0.0041500000000000009 -0.053834999999999994 -1.0000000180025095e-35 -0.074249999999999997 -0.082139999999999977 -0.0088999999999999982 0.095575000000000007
decision_type=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 -7 11 -11 -13 -14
right_child=-2 2 3 -5 -6 7 -8 -9 -10 10 -12 12 13 -15
leaf_value=0.00053061960002107045 -0.00081481647778780324 -0.00060787326808238527 -0.00011796173368558785 0.00055792876323799078 0.00045558438480572226 -0.00080142353505332001 0.00065961419367068603 -0.00079437494298669918 -0.00067273949613844792 0.0005154851543692795 0.00090295803253731945 -0.0007334225349298366 -0.00064552671876067999 0.000508806144856596
leaf_weight=0.0017175842464823279 0.0010012011978808846 0.001227191034454715 0.0017331378016203587 0.0013101633456671915 0.0015628991904749227 0.0010770451882601657 0.0018800037840864536 0.0010727887621745672 0.0019292212293614596 0.001670867220941355 0.0010112577638749761 0.0012082901496630605 0.001099158798053136 0.0014740741057499042
leaf_count=301 138 566 158 280 258 386 129 419 270 471 157 93 215 69
internal_value=0 2.80142e-05 -1.92723e-05 2.31453e-05 -2.14291e-05 -7.40946e-05 0.00028663 -0.00019772 -0.000130129 8.69357e-06 0.000143684 2.86143e-06 -0.000223642 1.57318e-05
internal_weight=0 0.0199737 0.0182561 0.0170289 0.0157187 0.0141558 0.00361314 0.0105427 0.00946991 0.00754069 0.00646365 0.00545239 0.00378152 0.00257323
internal_count=3910 3772 3471 2905 2625 2367 287 2080 1661 1391 1005 848 377 284
is_linear=0
shrinkage=0.00177594


Tree=2633
num_leaves=19
num_cat=0
split_feature=14 124 12 123 484 48 12 4 3 3 15 12 3 1 16 47 52 2
split_gain=0.00042115 0.000156238 0.000282853 0.000227505 0.000233372 0.000237182 0.000270077 0.00022888 0.000209624 0.000279344 0.000257333 0.000256912 0.000248674 0.000167508 0.00014027 0.000118577 0.000164454 0.000110108
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 -0.0043499999999999988 0.12738500000000003 -0.0089849999999999982 -0.23071499999999998 -0.100615 -0.078884999999999997 -0.075094999999999981 0.086935000000000012 0.092005000000000017 0.088495000000000018 0.20277000000000003 0.087235000000000021 -0.074484999999999982 0.088300000000000003
decision_type=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 14 17 11 15 -10 13 -12 -8 16 -11 -9
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00078469603945737225 -0.0011793386614900893 0.00071679404452154919 -0.00094181861786481365 0.00072525127155090936 -0.00073217477097862679 -0.00079561341101286429 -0.00085124206914804948 0.00041356923080554267 0.00021704008105119638 -0.00031755701565753624 0.00083603280140531083 -0.00095925607442623798 0.0014753832020065508 -0.00015117679816371678 8.8408859520333852e-05 -0.000479912543810781 0.00064381163056589105 0.001252604313957564
leaf_weight=0.0012296824446764087 0.0010167940908217534 0.0010977921151901692 0.0010306191155284783 0.0015719671758192824 0.001197927696303786 0.0010574341389086852 0.0010565234684132728 0.0011404350831065559 0.0012958346431303268 0.0010474397130115776 0.0013017850644588711 0.0012408947058325688 0.0010383738070098847 0.0010683312700865422 0.0011144776721790928 0.001137370137195691 0.0014461954051965958 0.0010041096326689133
leaf_count=534 135 40 173 300 204 68 49 119 461 65 218 809 69 160 152 76 143 135
internal_value=0 3.81411e-05 8.51738e-07 5.21233e-05 -8.77018e-06 5.03203e-05 0.0001096 0.000182189 0.000284261 0.000167327 0.000356765 -0.00035837 0.000721383 0.000391048 -0.000368875 1.44911e-05 0.000239993 0.000806419
internal_weight=0 0.0210772 0.0199794 0.0189488 0.0173768 0.0161471 0.0150897 0.0138918 0.0117208 0.00957622 0.0070395 0.00253673 0.00340849 0.00237012 0.002171 0.00363101 0.00249364 0.00214454
internal_count=3910 3775 3735 3562 3262 2728 2660 2456 2255 2001 731 1270 447 378 201 284 208 254
is_linear=0
shrinkage=0.00184769


Tree=2634
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 42 3 43 15 12 15
split_gain=4.49531e-05 6.31013e-05 9.30073e-05 0.000142825 0.000110746 5.8558e-05 8.85735e-05 0.000129755 0.000128662 0.000107349 4.27043e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.24456499999999998 -0.15007499999999999 1.0000000180025095e-35 0.091590000000000019 0.090325000000000003 -0.0037249999999999996 -0.021529999999999997 0.080120000000000011 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -3 -9 -8
right_child=1 5 3 4 -6 -7 10 9 -10 -11 -12
leaf_value=-0.002050224321314621 -0.00091336196791753574 0.0018355332272083308 -0.00067348756784136308 0.0012139319260351846 0.0059288293336051089 -0.0022768481366549588 -0.0031293399951739763 0.0047056283589647216 -0.0030063200050374078 0.000488511974725994 -0.00047801431988889756
leaf_weight=0.001153840476151107 0.0018298496622251182 0.0010902899243742253 0.0013805321323037134 0.0010855124636377387 0.0011879566451647901 0.0015572866313586587 0.0011408072838738782 0.0012535002939889515 0.0014638067258489829 0.0015214674107421212 0.0017569188724727985
leaf_count=612 403 306 59 169 362 560 120 97 694 406 122
internal_value=0 0.000134051 0.00105033 0.0020337 0.00367761 -0.00037951 -2.03546e-05 0.000796078 -0.000939435 0.00239346 -0.00152182
internal_weight=0 0.0152679 0.00548385 0.003654 0.00227347 0.00978408 0.00822679 0.00532906 0.0025541 0.00277497 0.00289773
internal_count=3910 3298 993 590 531 2305 1745 1503 1000 503 242
is_linear=0
shrinkage=0.0106704


Tree=2635
num_leaves=15
num_cat=0
split_feature=14 403 132 52 376 157 160 12 160 12 15 15 12 16
split_gain=0.00023997 0.000124499 0.000165627 0.000150724 0.000218778 0.000184444 0.00024989 0.000237328 0.000182839 0.000196557 0.000183789 0.000144402 0.000113146 7.67841e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 0.080815000000000012 -0.27466499999999994 0.048375000000000008 -0.077534999999999979 -1.0000000180025095e-35 -0.0089849999999999982 0.090735000000000024 0.098845000000000016 -0.095799999999999982 -0.031229999999999997 0.086865000000000012 -0.03800499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 13 -8 9 10 -9 -12 -13 -7
right_child=-2 2 -4 4 -6 6 7 8 -10 -11 11 12 -14 -15
leaf_value=-0.00050951412323997701 -0.00080838998189842754 -0.00054763875251638799 0.00058624900556386312 0.00062727500632510293 0.00065651689279896627 -0.00027225245169391291 -0.00071367529397268646 -9.2788392244874852e-05 -0.00039037915668447984 -0.00029627011112192054 0.00098736791009090071 1.416080624861562e-05 0.00063187145546912541 -0.00092040422414177685
leaf_weight=0.0011485572164619115 0.0010174093286391813 0.0012535249703675136 0.0015269260177151701 0.0011692391816655297 0.0015304011329697479 0.0010025769397803775 0.0010741380263580682 0.0018937218898874191 0.001670260094174301 0.0016675644849182131 0.0013475884878741415 0.0015836450315562713 0.0017461938186758563 0.0010458901041969036
leaf_count=906 138 358 251 262 179 273 179 116 200 176 118 143 259 352
internal_value=0 2.5128e-05 5.82999e-05 1.08374e-05 5.53389e-05 -9.44912e-06 -6.65783e-05 3.35038e-05 0.000114498 0.000216854 0.00034707 0.000525152 0.000338093 -0.000603181
internal_weight=0 0.0196602 0.0185117 0.0169847 0.0157312 0.0142008 0.0130316 0.0109831 0.00990897 0.00823871 0.00657115 0.00467743 0.00332984 0.00204847
internal_count=3910 3772 2866 2615 2257 2078 1816 1191 1012 812 636 520 402 625
is_linear=0
shrinkage=0.00167351


Tree=2636
num_leaves=20
num_cat=0
split_feature=1213 14 453 4 16 151 12 160 50 484 12 13 4 16 15 2 2 16 16
split_gain=0.000556692 0.000296003 0.000169549 0.000219593 0.000270508 0.00013849 0.000337055 0.000250578 0.000242085 0.000248591 0.000178305 0.000196926 0.000296529 0.000265665 0.000196412 0.000167778 0.000199344 8.03483e-05 2.20408e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 1.0000000180025095e-35 0.27608500000000008 -0.077034999999999978 -0.051109999999999996 0.081660000000000024 -0.092169999999999988 0.088160000000000002 0.079595000000000013 -0.023959999999999995 -0.074599999999999986 0.0057500000000000008 -0.094359999999999986 0.085120000000000015 0.10393500000000001 0.09116500000000001 -0.0021449999999999998 -0.055679999999999993
decision_type=2 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 -9 15 14 -14 17 16 -12 -13 -15
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 11 12 13 18 -16 -17 -18 -19 -20
leaf_value=-0.0012131966898427681 0.00093907940233156325 -0.00081306189076803194 -0.00052487960115320731 0.00096036635600033917 -9.1412472972345423e-05 -0.00077073367364812102 -0.00028910304534701296 -0.00061461901206667563 0.00071806196996112518 0.00073361614174810097 0.00010311668882156757 -0.0010947062941831418 -0.00046317764275607466 0.00071320303458062779 9.894139007583982e-05 -0.00021519266377070955 0.0011176498215697067 -0.00049349385335031219 0.00037065698324197072
leaf_weight=0.0010060321497076486 0.0013841372114281316 0.0010556650266217568 0.001187893679154838 0.0016606994718394159 0.0010904705057328888 0.0010962399427757044 0.0010637682003668478 0.0015512762370959521 0.0012997789782787034 0.0010581978244397225 0.0010835097010701055 0.0010884704357070744 0.0010922761183920215 0.0010055956427844071 0.0010046086338985905 0.0010403428279349702 0.0010048414256312865 0.0013289794731994342 0.0010170478658499179
leaf_count=592 164 119 98 313 97 372 304 135 307 143 251 152 72 29 271 72 72 243 104
internal_value=0 3.47338e-05 7.72346e-05 0.000113231 0.000543477 4.40866e-05 0.000405357 -1.6192e-05 4.47409e-05 -2.65551e-05 -9.8269e-05 -1.53983e-05 -0.000177414 0.00018885 -0.000510804 0.000323111 0.000591275 -0.000764193 0.00054096
internal_weight=0 0.0221138 0.0210581 0.0198702 0.00275117 0.0171191 0.00244791 0.0146712 0.0135749 0.0122751 0.0112169 0.00966567 0.00653698 0.00311492 0.00342206 0.00312869 0.00208835 0.00241745 0.00202264
internal_count=3910 3318 3199 3101 410 2691 468 2223 1851 1544 1401 1266 871 205 666 395 323 395 133
is_linear=0
shrinkage=0.0016407


Tree=2637
num_leaves=12
num_cat=0
split_feature=2 52 4 0 12 16 15 16 13 12 1
split_gain=4.86927e-05 0.00011844 0.000117972 0.000104957 0.000157566 0.000101811 0.000127067 8.75212e-05 0.000139345 0.000106878 6.89568e-05
threshold=0.10946500000000002 0.10599500000000002 0.15927500000000003 -0.084304999999999977 0.080120000000000011 -0.17157499999999998 -0.017214999999999998 -0.083564999999999987 -0.0030249999999999995 0.092150000000000024 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -2 -7 -5 9 -9 -1
right_child=5 -3 -4 7 -6 6 -8 8 -10 -11 -12
leaf_value=0.0017956536898183142 -0.0014062474111964131 -0.004284067297759357 0.0033169729667850995 0.0039192884687038968 -0.0067720408699309745 0.00019864698462889434 0.0057962127520545916 -0.0012305947346837485 -0.0034773812436055137 0.0045382793017632586 -0.0026650844426149771
leaf_weight=0.0011952251177040113 0.0018283544536948876 0.0013403657329248532 0.0016429511381724259 0.0011407493018107343 0.0010645424156266827 0.0017028661739672294 0.0013171077224820864 0.0011429847393739658 0.0015598366262883716 0.0012115155963359284 0.0013531286776597845
leaf_count=122 256 548 225 168 894 324 187 419 415 246 106
internal_value=0 -0.000499797 -7.86233e-06 -0.00063806 -0.00239949 0.00111407 0.00263993 0.000620845 -0.000340416 0.0017378 -0.000572916
internal_weight=0 0.0116513 0.0103109 0.00866798 0.0036129 0.00484833 0.00301997 0.00505509 0.00391434 0.0023545 0.00254835
internal_count=3910 3143 2595 2370 1122 767 511 1248 1080 665 228
is_linear=0
shrinkage=0.0135326


Tree=2638
num_leaves=13
num_cat=0
split_feature=150 151 151 4 16 133 16 42 13 12 1 1
split_gain=4.70503e-05 0.000117644 0.000105352 9.59848e-05 7.67818e-05 0.000116271 9.76927e-05 0.000136012 0.000155709 7.90683e-05 7.18178e-05 2.40204e-05
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 0.40359500000000004 -0.089864999999999987 -0.082639999999999977 0.054425000000000008 0.084685000000000024 -0.094679999999999986 0.090385000000000007 0.090355000000000005 0.085550000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 -6 10 8 -8 11 -7 -4
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0040307276369967162 0.0043814172812419779 -0.0010290214316084328 -0.0023643497120368496 0.0033216915184372474 0.0046797388211999814 -0.00053290763399652661 0.00028242060233039321 0.0016869032139073454 -0.0068905698228572286 0.0004892319371982421 0.0042755332308194302 -0.0053602419689756627
leaf_weight=0.0013524027049310822 0.0014456383391373059 0.0016280777521290044 0.0010251198810343415 0.0014821285735660767 0.0010254090114346082 0.0011942527799073668 0.0010225360661308969 0.0013900751445858235 0.0013221737875972542 0.0013119901473631311 0.0011732124676308159 0.0010145715496391455
leaf_count=322 316 188 354 291 310 917 42 289 285 225 260 111
internal_value=0 0.00151563 -0.000379057 3.38132e-05 -0.000431202 0.000379017 -0.000343667 -0.00173419 -0.0037624 -0.00215421 0.00184995 -0.00385455
internal_weight=0 0.00307372 0.0133139 0.0119615 0.0104793 0.00712766 0.00610225 0.00373478 0.00234471 0.00335168 0.00236747 0.00203969
internal_count=3910 504 3406 3084 2793 2103 1793 616 327 690 1177 465
is_linear=0
shrinkage=0.0138033


Tree=2639
num_leaves=13
num_cat=0
split_feature=39 13 48 48 51 0 3 4 0 13 4 1
split_gain=4.91811e-05 0.000103276 9.9507e-05 0.000152027 0.000150382 0.00011153 0.000144662 0.000108885 0.000129811 8.95375e-05 7.9839e-05 6.98977e-05
threshold=0.005105000000000001 -0.45122499999999993 0.11930500000000001 0.093225000000000016 0.08955500000000001 -0.19631499999999999 -0.08348499999999999 0.08734500000000002 -0.084154999999999994 -0.017604999999999999 -0.08422499999999998 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 10 8 -8 -2 -7 -12
right_child=9 2 -4 -5 -6 6 7 -9 -10 -11 11 -13
leaf_value=0.0036449368586590437 -0.0012261651391700095 0.002855910751344897 -0.0044543304086579498 0.0039373222426283888 -0.0055337487020978102 -0.0014190051708962172 -0.0015925914973040989 6.1377062701729583e-05 -0.0077213204511428265 0.0039656037452204451 0.00010797292617447827 0.0048395252517431236
leaf_weight=0.0010658584300284662 0.0010240556933627338 0.0016341105023989239 0.0011075027632918887 0.0013256692891566004 0.0010743218173611133 0.0015209262343362801 0.0013006744209660746 0.001522330700337431 0.0011428210093671661 0.0013628692906315024 0.0010716975591194755 0.0011280115657887682
leaf_count=84 239 117 107 219 303 510 436 188 766 220 494 227
internal_value=0 -0.000323329 -0.000653044 -0.000293852 -0.000833457 -0.000291685 -0.000960851 -0.00272379 -0.00445899 0.00173819 0.000918271 0.00253431
internal_weight=0 0.0138939 0.0128281 0.0117206 0.0103949 0.00932057 0.00768646 0.00396583 0.0024435 0.00238692 0.00372064 0.00219971
internal_count=3910 3451 3367 3260 3041 2738 2621 1390 1202 459 1231 721
is_linear=0
shrinkage=0.0132673


Tree=2640
num_leaves=12
num_cat=0
split_feature=43 40 16 42 0 3 2 151 3 16 1
split_gain=5.00022e-05 9.44953e-05 9.69052e-05 0.000104441 9.40485e-05 9.02279e-05 8.87903e-05 0.000141738 9.29159e-05 7.14418e-05 5.02172e-05
threshold=0.16180500000000003 -0.079539999999999986 0.061570000000000007 0.084685000000000024 -0.077944999999999987 0.097615000000000021 0.089910000000000004 -0.044604999999999992 0.11818000000000002 -0.089864999999999987 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -4 9 -8 -9 -3 -11
right_child=-2 2 3 -5 -6 -7 7 8 -10 10 -12
leaf_value=0.0029787284811713627 -0.0023470192301042392 -0.0029871678466839788 -0.0052956299703349414 0.00075071125805107632 0.0026220208225309471 -0.0010652516067036703 -0.0021461610318802239 0.00386745814447823 -1.1336657236650775e-05 0.0017892365980409464 -0.0014605442072048308
leaf_weight=0.0012731194602996999 0.0010214323362214483 0.0016315580383112526 0.0010863477149338462 0.0014194951987399436 0.0019012988835038292 0.0013264860346000606 0.0011949622878443967 0.0017884643287931672 0.0012379634576274445 0.0010211220078608224 0.0012561590216839599
leaf_count=251 276 397 299 304 620 109 158 395 85 692 324
internal_value=0 0.000140981 -0.00011961 -0.0015918 0.000442809 -0.00296993 -6.68111e-05 0.00102767 0.00228083 -0.00124881 -3.35791e-06
internal_weight=0 0.015137 0.0138639 0.00383233 0.0100315 0.00241283 0.00813023 0.00422139 0.00302643 0.00390884 0.00227728
internal_count=3910 3634 3383 712 2671 408 2051 638 480 1413 1016
is_linear=0
shrinkage=0.0108838


Tree=2641
num_leaves=12
num_cat=0
split_feature=1 42 52 0 52 474 13 43 0 0 16
split_gain=5.1525e-05 0.000122455 7.33506e-05 0.000104618 0.000130225 7.59682e-05 0.000143017 0.000177345 0.000109853 9.80364e-05 5.51392e-05
threshold=0.12263000000000002 0.091955000000000023 0.11401500000000002 0.059810000000000009 -0.11051499999999999 0.084655000000000022 -0.094679999999999986 -0.083684999999999996 -0.23029999999999998 -0.10209999999999998 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 -10 -2
right_child=10 -3 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=-0.0044541848775160207 0.0041517612196694505 -0.0038631551085413578 -0.0029657625928291476 0.0039145840371461538 0.0036516504557899503 0.0041166399277169554 0.0032338698731177642 0.00063093632379461028 -0.00705403750279604 -0.0015593391337702751 0.00014179137003293842
leaf_weight=0.0011182679266965295 0.0010692982576977028 0.0016754000581655814 0.0012973433680715319 0.0014790885986511451 0.0016052457567410881 0.00100916706228317 0.0013463016302518779 0.0013113418725686516 0.0012391241816357161 0.0012355964694282259 0.0016795780057745724
leaf_count=428 239 715 381 167 155 178 413 90 139 850 155
internal_value=0 -0.000374046 0.000128094 0.00051612 -5.08969e-05 0.000584729 5.57158e-05 -0.00106898 -0.00259905 -0.0043106 0.00170165
internal_weight=0 0.0133169 0.0116415 0.0103441 0.00886504 0.00774678 0.00673761 0.00513236 0.00378606 0.00247472 0.00274888
internal_count=3910 3516 2801 2420 2253 1825 1647 1492 1079 989 394
is_linear=0
shrinkage=0.0138033


Tree=2642
num_leaves=17
num_cat=0
split_feature=14 147 11 3 124 40 3 2 3 2 0 0 3 12 52 4
split_gain=0.000317749 0.000141727 0.000184411 0.000182862 0.000142265 0.000132163 0.000152923 0.000141251 0.000189127 0.000168401 0.000159486 0.0001498 0.000183621 0.000146121 0.000158047 0.000163292
threshold=0.064610000000000015 1.0000000180025095e-35 0.087830000000000005 -0.15002999999999997 -0.061329999999999989 -0.064199999999999993 0.15165000000000003 0.11230000000000001 0.10666500000000002 0.11708 -0.053834999999999994 -0.070894999999999986 -0.089974999999999986 0.086935000000000012 0.0033900000000000002 0.0057500000000000008
decision_type=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 11 12 -7 14 15 -14
right_child=-2 -3 -4 4 5 6 -8 9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.00071131341297267872 -0.00098848049540368435 0.0005785230483968145 -0.00076650944694034938 0.00049791251851258734 -0.00068133008335975666 -0.00074662552280762673 0.00063397931451719615 -0.0010430219603372814 0.0007125464947194375 -4.9063196096601008e-05 -0.00058171875429318819 0.00065856029388949345 -0.00030305733819495432 -0.0003709704785890971 0.00087861258486590275 0.00058830228066014429
leaf_weight=0.0012071618871963277 0.0010580527283216836 0.0014352531294610079 0.0010061715178535371 0.0015804777498999957 0.0010885976465280786 0.0010931909329936762 0.0010641421399506324 0.0010073282984675727 0.0011162161388273981 0.0012576486889275852 0.001681446898187733 0.0010830675206289705 0.0017351040115151984 0.0017361325899562072 0.0010072756380068021 0.0011031846207468637
leaf_count=116 138 216 129 272 127 355 139 92 39 202 147 191 386 1078 236 47
internal_value=0 2.98819e-05 -1.20765e-05 3.06627e-05 -1.89728e-05 -7.35315e-05 -2.58785e-05 -8.06484e-05 7.42816e-06 -0.000491117 -7.59526e-05 3.36664e-05 -6.77289e-05 6.52348e-05 0.000262166 4.33959e-05
internal_weight=0 0.0202024 0.0187671 0.017761 0.0165538 0.0149733 0.0138847 0.0128206 0.0105556 0.00226498 0.0094394 0.00775796 0.00667489 0.0055817 0.00384556 0.00283829
internal_count=3910 3772 3556 3427 3311 3039 2912 2773 2479 294 2440 2293 2102 1747 669 433
is_linear=0
shrinkage=0.00181146


Tree=2643
num_leaves=18
num_cat=0
split_feature=14 1 0 474 14 15 52 48 42 457 0 15 16 51 12 16 0
split_gain=0.000371232 0.000178999 0.000303932 0.000214973 0.000183961 0.000208118 0.000195471 0.000162796 0.0002188 0.000154867 0.000241113 0.000511874 0.000196024 0.000142708 0.000110846 0.000106562 0.000128
threshold=0.073890000000000011 0.077800000000000022 -0.089879999999999974 0.059400000000000008 -0.13131999999999996 -0.14868999999999996 0.13266500000000003 0.086065000000000016 0.084100000000000022 -0.0034949999999999994 -0.10575999999999998 -0.095799999999999982 -0.091624999999999984 -0.24028999999999998 0.088375000000000023 -0.083564999999999987 0.15480500000000005
decision_type=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 9 8 15 -7 11 -11 -13 -12 -15 -4 -17
right_child=-2 3 7 -5 5 6 -8 -9 -10 10 13 12 -14 14 -16 16 -18
leaf_value=-0.00090061088134634306 -0.0010859925762871829 -0.00051557515258184809 0.00057723316181554991 0.00081892166927124738 0.00091916060562909844 -0.00063747627099903267 0.00063421087153729097 0.00060511362249209477 -0.00081305945042220104 -0.00055131171031000837 0.00026849993813194447 0.0015412830031509247 0.00040748990336116791 -0.00017816768174500606 -0.0009164703316806291 -0.0005961340823948891 0.00030427609667290712
leaf_weight=0.0016688880725060562 0.0010698316617155637 0.0016017298878595121 0.0010445668193551361 0.0014585776415735737 0.0010945583187663499 0.0012648559179908609 0.0017667157645554496 0.0011864794098706763 0.0012718478166421293 0.0011397615007044948 0.0013852397534934759 0.0010683142651542882 0.00101541096186775 0.0018931378972384758 0.0010962537949449902 0.0010681885479449137 0.0010879848681195625
leaf_count=467 135 113 191 244 219 81 175 140 716 61 63 78 63 315 371 454 24
internal_value=0 2.84403e-05 -0.000207688 0.000145477 7.17662e-05 0.000152007 7.30117e-05 -3.34158e-06 -0.000164751 -3.88559e-05 6.07963e-05 0.000444233 0.000988779 -0.000221743 -0.000448914 9.28606e-05 -0.000141796
internal_weight=0 0.0221125 0.00732796 0.0147846 0.013326 0.0117242 0.0106297 0.00565907 0.00447259 0.00886297 0.00759812 0.00322349 0.00208373 0.00437463 0.00298939 0.00320074 0.00215617
internal_count=3910 3775 1992 1783 1539 1426 1207 1525 1385 1032 951 202 141 749 686 669 478
is_linear=0
shrinkage=0.00184769


Tree=2644
num_leaves=20
num_cat=0
split_feature=14 403 403 11 3 403 159 453 4 15 150 0 1 49 0 2 15 13 16
split_gain=0.00044177 0.000176386 0.00022832 0.000167782 0.00019998 0.00017886 0.000136232 0.000128045 0.000152374 0.000201195 0.000222076 0.000138936 0.000222161 0.000177666 0.000151846 0.000242198 0.000112402 0.000125471 6.23723e-05
threshold=0.073890000000000011 0.088015000000000024 0.019620000000000002 0.087830000000000005 -0.15002999999999997 -1.0000000180025095e-35 0.10497500000000001 1.0000000180025095e-35 0.27608500000000008 -0.11739999999999999 0.11398500000000002 -0.10575999999999998 0.097070000000000004 -0.053904999999999988 -0.089879999999999974 0.10362500000000001 -0.053579999999999996 0.11596500000000001 0.022165000000000004
decision_type=2 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 11 12 13 -11 -13 16 -16 18 -18
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 10 -12 14 -14 -15 15 -17 17 -19 -20
leaf_value=0.00082202677865298324 -0.0010872242406549815 -0.00058755511494187982 0.00087162367198023846 -0.00061780565518298309 -0.00061836158116590457 -0.00059152518632904158 -0.00051730523710061455 -0.00042977413655673582 0.00074480525095147257 -0.0002947890042260203 -0.00057539047371576492 -0.00049221335119378079 0.0010904628410669222 0.00069334800723253628 0.00086948365459759932 -0.00037077377829352438 0.000284648288333319 0.00066733014763300787 -0.00030505483694390093
leaf_weight=0.0010013970785674236 0.001051616138508237 0.0012087412432868995 0.0010177307907052518 0.0010610163309099354 0.001132406969822578 0.001077741485107849 0.0010290458892912432 0.0011229055866319735 0.001223292345393122 0.0010693462920237096 0.0010343203682197993 0.001019173162089616 0.0013040422113475558 0.0010515364664680461 0.0011777415385689997 0.0015226720757369264 0.0010726014764903162 0.0013336075786518631 0.0010192208998668871
leaf_count=117 135 336 141 127 890 139 257 89 222 53 76 187 72 57 232 213 324 30 213
internal_value=0 4.59003e-05 8.36749e-05 4.20212e-05 8.05065e-05 3.73086e-05 8.35485e-05 0.000124692 0.000169467 0.00011397 0.000179493 0.000253362 0.000536029 0.000195131 0.000117867 0.000219368 0.000414579 0.000258173 -2.67905e-06
internal_weight=0 0.0214785 0.0202698 0.0192521 0.0181911 0.0171897 0.0160572 0.0150282 0.0139053 0.012682 0.0116043 0.0105699 0.00342492 0.00212088 0.00714502 0.00612584 0.00460317 0.00342543 0.00209182
internal_count=3910 3775 3439 3298 3171 3054 2164 1907 1818 1596 1457 1381 182 110 1199 1012 799 567 537
is_linear=0
shrinkage=0.00170698


Tree=2645
num_leaves=16
num_cat=0
split_feature=14 124 12 159 50 48 3 1 48 474 2 133 3 48 2
split_gain=0.000416796 0.000217069 0.000304092 0.000153819 0.000189299 0.000185189 0.000203425 0.000284684 0.000191033 0.000238762 0.000225506 0.000287027 0.000219198 0.000289478 0.000120925
threshold=0.077685000000000018 0.11158000000000001 0.11655500000000001 -0.034019999999999988 0.09525500000000002 0.11930500000000001 -0.100615 0.076710000000000014 0.096835000000000018 0.080165000000000014 0.10836000000000003 -0.0023199999999999996 -0.075954999999999981 0.084670000000000009 0.083585000000000007
decision_type=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 -8 -13 14 -14
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11 -12 12 13 -15 -16
leaf_value=-0.00048281412793685965 -0.0011779052154197653 0.00082573513162045235 -0.00097062589514151248 3.5476741397244362e-05 0.00087493159250518187 -0.00064562551644874568 -0.00081990170733707579 0.0011000742780660881 0.00070071016651564329 0.00069478362999418793 -0.00080880582892433098 -0.00043649933932320335 0.00026908213013324584 -0.0003853915228755841 0.00096656584117867626
leaf_weight=0.0016901409394823137 0.0010018956723649294 0.0011403046389999996 0.0010509296253073805 0.0019625549705733171 0.0010159565655579765 0.001200634716979807 0.0013796332167519652 0.0015230091033269708 0.0011773681454223346 0.0011991421492284432 0.0016177635668927258 0.0018407282800196696 0.0017557377269613048 0.0014272306700543191 0.0016424772098667419
leaf_count=471 126 40 173 138 283 88 673 228 150 286 293 576 143 111 131
internal_value=0 4.11257e-05 -2.55352e-06 4.98012e-05 0.000100539 5.35018e-05 0.000107567 0.00050065 -6.2293e-06 -8.28518e-05 -0.000179348 -5.27831e-05 0.00010598 0.000312916 0.000606201
internal_weight=0 0.0216236 0.0204833 0.0194324 0.0177422 0.0167263 0.0155256 0.00348556 0.0120401 0.0108627 0.00966357 0.00804581 0.00666617 0.00482545 0.00339821
internal_count=3910 3784 3744 3571 3100 2817 2729 366 2363 2213 1927 1634 961 385 274
is_linear=0
shrinkage=0.00184769


Tree=2646
num_leaves=12
num_cat=0
split_feature=1 43 39 457 2 3 15 3 2 3 0
split_gain=4.96099e-05 8.35946e-05 0.00010927 0.000114064 0.000158282 0.000181039 0.000102178 7.58816e-05 8.24966e-05 8.95161e-05 0.000148779
threshold=0.088010000000000019 -0.24333999999999997 0.005105000000000001 0.041935000000000007 0.11542500000000001 -0.074234999999999982 -0.10071499999999999 -0.115685 0.10362500000000001 0.084925000000000014 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -7 -1 9 10 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0012640427984661493 -0.0023520679902538566 0.0011787776054680928 0.0037714958115688253 0.0031931740120960807 0.0024859358907546297 -0.0011534897815895257 -0.0056274888846308642 -0.0050936655547885092 -0.0040859639447616541 0.001752624988122103 0.00015390130730452215
leaf_weight=0.001686933488304408 0.001091970487042176 0.001777417953980732 0.0012846774482947647 0.0013395848281369319 0.0016907411908880406 0.0012062053724552924 0.0012125446090199277 0.0010116372573353051 0.0010694236125382162 0.0012351426105721153 0.0017422425887354907
leaf_count=200 59 530 347 117 219 74 239 986 342 103 694
internal_value=0 0.000482928 0.000846653 0.000326694 -0.000325582 -0.00145841 -0.00339635 -0.000734923 -0.00140156 -0.000681888 -0.00177379
internal_weight=0 0.00960314 0.00851117 0.00722649 0.00588691 0.00419617 0.00241875 0.00674538 0.00505845 0.00398902 0.00275388
internal_count=3910 1585 1526 1179 1062 843 313 2325 2125 1783 1680
is_linear=0
shrinkage=0.0108838


Tree=2647
num_leaves=12
num_cat=0
split_feature=484 15 12 42 124 151 2 16 13 16 13
split_gain=5.34382e-05 6.38921e-05 0.000165548 7.67575e-05 0.000104897 7.00438e-05 0.000161153 0.000216021 0.000160175 0.000140334 5.02423e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 0.093125000000000013 -0.018779999999999995 -0.044604999999999992 0.099015000000000006 -0.072359999999999994 -0.032264999999999995 -0.013279999999999998 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 8 -8 -7 -10 -4
right_child=1 2 10 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.0030053265349212974 -0.002809860883473785 -0.0047374981230776849 -0.00096970956444469565 -0.0022453517916789971 -0.00090690302627674123 -0.0039376116999763925 0.010267154654305151 0.0020655033418702047 -0.00044629771350588221 0.0060483553211144831 0.0032894117157404655
leaf_weight=0.0011521988336149714 0.0011601716304055461 0.0017073767595960467 0.0011351839901166047 0.0015098520313216084 0.0016010639498990212 0.0011599867258251795 0.001034541261556431 0.0018407321521550779 0.0015579837852981535 0.0012261570839413342 0.0011497485071918778
leaf_count=612 223 421 661 325 310 327 179 260 176 145 271
internal_value=0 0.000203383 -0.00135448 0.000764176 0.00123846 0.00179624 0.00243088 0.00501651 0.000545959 0.002414 0.00117343
internal_weight=0 0.0150828 0.00399231 0.0110905 0.00958064 0.00842046 0.0068194 0.00287527 0.00394413 0.00278414 0.00228493
internal_count=3910 3298 1353 1945 1620 1397 1087 439 648 321 932
is_linear=0
shrinkage=0.0143609


Tree=2648
num_leaves=11
num_cat=0
split_feature=11 124 3 159 16 16 15 160 15 15
split_gain=5.35838e-05 5.12971e-05 6.07283e-05 9.50901e-05 6.90219e-05 7.45734e-05 8.97783e-05 0.000100817 6.84378e-05 0.000171405
threshold=0.08184000000000001 -0.061329999999999989 -0.14218999999999996 0.09141500000000001 -0.41862999999999995 -0.110495 -0.095799999999999982 0.085545000000000024 1.0000000180025095e-35 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 9 -8
right_child=-2 2 3 -5 5 6 7 -9 -10 -11
leaf_value=0.0024715801878992653 -0.0027167652403406002 0.0028138965436858752 -0.0027702146732796625 -0.0039120406690950583 0.0026379535810783388 -0.0031995123548133313 -0.0022003369354158821 0.0034075302913936828 -0.0023797885414708368 0.003386453787321728
leaf_weight=0.0014389142397049854 0.0011138108830834803 0.0010983267709534358 0.0012707529931053696 0.0010899837506837253 0.001929633729099405 0.0013163778575392944 0.0017460346184030584 0.0014613686804840348 0.0018218837289329763 0.001827932157024534
leaf_count=304 224 161 219 364 243 249 523 178 1179 266
internal_value=0 0.000182217 -6.06771e-05 -0.000313985 3.08214e-05 0.000383127 -0.000149195 0.000436373 -0.000368312 0.000657069
internal_weight=0 0.0150012 0.0135623 0.012464 0.011374 0.0101032 0.0081736 0.00685722 0.00539585 0.00357397
internal_count=3910 3686 3382 3221 2857 2638 2395 2146 1968 789
is_linear=0
shrinkage=0.0127521


Tree=2649
num_leaves=17
num_cat=0
split_feature=14 124 12 376 48 1 14 2 42 42 159 3 2 1 1 4
split_gain=0.000258938 0.000160183 0.00033369 0.000163983 0.000146223 0.000190519 0.000233289 0.000321784 0.000183649 0.000153715 0.000135282 0.000184338 0.000121271 0.000230153 0.000197731 4.9904e-05
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 0.048375000000000008 0.12738500000000003 0.10752500000000002 -0.24487499999999998 0.11125500000000001 -1.0000000180025095e-35 0.091955000000000023 0.089615000000000014 -0.08348499999999999 0.089785000000000018 0.088010000000000019 0.089455000000000021 -0.084009999999999987
decision_type=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 15 13 -13 -14 -10
right_child=-2 -3 -4 -5 -6 6 7 -9 9 -11 -12 12 14 -15 -16 -17
leaf_value=-0.00065854046795399662 -0.00089043436125857574 0.00071426029092940262 -0.00099993354010868537 0.00073180364632815435 -0.00061562830481422205 -0.00035454227832932021 0.0001522859622028816 0.0013036183940842209 0.00086948788774241913 -0.00058442286905886591 -0.00050675159574640691 -0.00090551272468837119 0.00060006171371404656 0.0001726370060905661 -0.00034056542269240639 0.00034088514822270703
leaf_weight=0.0014573478789427401 0.0010167017509342671 0.0010190609328229452 0.0010134748936676844 0.0010404777127364226 0.0011168038172628464 0.0010527545964689067 0.0019288918982539329 0.0012695576857548823 0.0011257849333289952 0.0011855007136084431 0.0010351647610954409 0.0010778423644992501 0.0018684071858295383 0.0014846532075127872 0.0011318367404657415 0.001127387902066442
leaf_count=856 138 40 173 185 88 97 206 183 153 519 166 347 181 146 106 326
internal_value=0 2.83879e-05 -8.56225e-06 4.75604e-05 5.33863e-06 4.93839e-05 0.000370605 0.000609283 -6.94245e-05 1.61173e-05 9.65528e-05 0.000176456 2.87651e-06 -0.000280857 0.000245212 0.000604998
internal_weight=0 0.0199349 0.0189159 0.0179024 0.0168619 0.0157451 0.0042512 0.00319845 0.0114939 0.0100366 0.00885108 0.00781591 0.00556274 0.0025625 0.00300024 0.00225317
internal_count=3910 3772 3732 3559 3374 3286 486 389 2800 1944 1425 1259 780 493 287 479
is_linear=0
shrinkage=0.00177594


Tree=2650
num_leaves=16
num_cat=0
split_feature=14 133 133 42 132 157 14 49 160 48 0 3 3 3 13
split_gain=0.00019692 0.000141813 0.000155003 0.000173699 0.000149454 0.000142819 0.000170013 0.000175285 0.000185117 9.32151e-05 0.000183453 0.000157402 0.000156594 0.000176988 0.000133987
threshold=0.05884000000000001 0.10681500000000001 0.083815000000000014 0.084100000000000022 0.081240000000000021 -0.077044999999999988 -0.13131999999999996 0.073145000000000016 0.086110000000000006 0.084670000000000009 -0.14012999999999998 -0.074234999999999982 -0.079214999999999994 -0.10628499999999998 0.14810000000000004
decision_type=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 9 10 -8 12 13 -12 -13
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 11 14 -14 -15 -16
leaf_value=0.00045265591309015443 -0.00076609440850174148 -0.00056820161075417353 0.00090453375730928127 -3.8268598545386398e-05 0.00064683818182666815 -0.00069951877161004148 0.00072781715735588696 0.000490685008303673 -0.00063825448170681299 -0.00043152668419278945 0.00036931472243907171 -0.00062937144741053352 0.00077206817319294045 -0.0005365948072827214 0.00015616131516040915
leaf_weight=0.001571596343074814 0.0010090241255539733 0.0011604538559619277 0.0012955743700202001 0.0010914697341068511 0.0010106257228938596 0.0013039960684235611 0.0010631514348237838 0.0016451554007011699 0.0017470800389958888 0.0014024304334340487 0.0014679146676050193 0.0018851316809531051 0.0010086601936690337 0.0011787850899267309 0.0010114168288986036
leaf_count=231 141 528 245 469 219 102 109 283 177 189 150 274 129 633 31
internal_value=0 2.23899e-05 5.90732e-05 0.00047344 -1.62358e-06 -4.44982e-05 -0.000101472 -3.86303e-05 -0.000119526 -1.90256e-05 5.69428e-05 -5.19172e-05 0.000188312 -3.41586e-05 -0.000355079
internal_weight=0 0.0198434 0.018683 0.00238704 0.0162959 0.0152853 0.0137137 0.0124097 0.0107646 0.00901749 0.00761506 0.00655191 0.00365536 0.0026467 0.00289655
internal_count=3910 3769 3241 714 2527 2308 2077 1975 1692 1515 1326 1217 912 783 305
is_linear=0
shrinkage=0.00174112


Tree=2651
num_leaves=17
num_cat=0
split_feature=14 403 403 11 3 124 13 0 13 16 3 457 2 3 16 2
split_gain=0.000300287 0.000193689 0.000328704 0.000154851 0.000209653 0.000152343 0.00014656 0.000213374 0.000394744 0.000192176 0.000263598 0.000142617 0.000136329 0.000184638 0.000105695 9.81553e-05
threshold=0.064610000000000015 0.088015000000000024 0.03138500000000001 0.087830000000000005 -0.15002999999999997 -0.061329999999999989 -0.10023999999999998 -0.053834999999999994 0.11596500000000001 0.0015250000000000001 -0.077894999999999978 -0.0015249999999999997 0.11230000000000001 0.090325000000000003 -0.0060199999999999993 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 14 9 -9 10 -8 -12 13 -13 -7 -11
right_child=-2 -3 -4 -5 5 6 7 8 -10 15 11 12 -14 -15 -16 -17
leaf_value=0.00080677328455572544 -0.00091306081642647259 -0.00064221716911532964 0.0010031180486221709 -0.00063350161311875148 0.00049278795081483925 0.00061595208426329297 -0.00076617632138278034 -0.0013682223200020514 9.1395961437813723e-05 0.00066887356013617361 -0.00055115861868440216 3.3290704092816062e-05 -0.00027939488703232528 0.00093399372131681047 -2.0890532350442027e-05 5.049586629466281e-06
leaf_weight=0.0010041931434059395 0.0010488387901828869 0.0012014582195474513 0.0010286468890711989 0.001023758357836079 0.0016670519217531063 0.0014507093375260467 0.001678016579175017 0.0010564991152973722 0.0011040550244674208 0.0014229675531310347 0.0010622731330052204 0.00180842098332595 0.0014481029043932822 0.001047153002290413 0.0015934178856089548 0.0011933134559970167
leaf_count=117 138 336 123 127 275 160 1233 243 45 230 51 328 120 67 69 248
internal_value=0 2.30564e-05 6.38607e-05 1.18043e-05 4.94771e-05 3.47706e-06 -5.13975e-05 -0.00013741 -0.000622349 -2.89517e-05 -0.000175681 8.97593e-06 0.000147233 0.000363583 0.000282603 0.000366096
internal_weight=0 0.02079 0.0195886 0.0185599 0.0175362 0.016532 0.0148649 0.0118208 0.00216055 0.00966025 0.00704397 0.00536595 0.00430368 0.00285557 0.00304413 0.00261628
internal_count=3910 3772 3436 3313 3186 3069 2794 2565 288 2277 1799 566 515 395 229 478
is_linear=0
shrinkage=0.00170698


Tree=2652
num_leaves=17
num_cat=0
split_feature=14 403 11 3 124 159 150 40 453 1 1 12 1 52 133 16
split_gain=0.000408198 0.000237957 0.000201095 0.000235288 0.000255156 0.0002152 0.00014567 0.000186103 0.000199504 0.000243672 0.000227118 0.000140171 0.000142468 0.000133009 9.52035e-05 0.000188593
threshold=0.073890000000000011 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.048219999999999992 0.10519500000000001 0.11247500000000001 -0.062739999999999976 1.0000000180025095e-35 0.10471000000000001 0.09112000000000002 0.088375000000000023 0.12646500000000002 0.086950000000000013 0.086895000000000014 -0.088144999999999987
decision_type=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 10 13 12 -11 14 15 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00074638550322460111 -0.001149309937337709 0.00083279755977850667 -0.00068506452994955981 0.00071293701799187944 -0.00059911776223986479 -0.00080772217939057789 -0.00059290614195618751 0.00058673447468279676 -0.00060299829101134283 0.0013252166210897599 -0.0006160119517899785 0.00013361464762256798 0.00047179221219827058 -0.00030595467141266119 0.00081911588405317174 -0.0002237704706141316
leaf_weight=0.0012181283196974297 0.0010060596461134016 0.0014102857110740294 0.001073485562194775 0.0017891346648411998 0.0011563135265935083 0.0010337699179030482 0.0010835083453639609 0.0019553677139496806 0.0010335968219359346 0.0011155516179932601 0.0014255759479927799 0.0014569113075441065 0.0015116284738268225 0.0013970654437746415 0.0010237146969225086 0.0018178350131084335
leaf_count=906 135 129 123 270 108 252 115 165 80 82 222 104 106 423 257 433
internal_value=0 3.12345e-05 7.7934e-05 0.000120571 6.41416e-05 -8.35819e-06 4.68167e-05 9.67064e-05 0.000159875 0.000227247 3.58858e-05 0.000584264 0.000834173 0.000185923 0.000329179 0.000196253
internal_weight=0 0.0215019 0.0202837 0.0192103 0.0178 0.0160108 0.0149771 0.0138936 0.0127372 0.0117037 0.00761956 0.00408409 0.00262718 0.00619398 0.00479692 0.0037732
internal_count=3910 3775 2869 2746 2617 2347 2095 1980 1872 1792 1500 292 188 1278 855 598
is_linear=0
shrinkage=0.00181146


Tree=2653
num_leaves=17
num_cat=0
split_feature=14 403 132 403 52 157 160 1 160 15 12 12 0 47 12 16
split_gain=0.000242044 0.000161014 0.000140524 0.000166215 0.000131994 0.000184477 0.000231355 0.00025945 0.000196588 0.000214378 0.000335502 0.000204524 9.97643e-05 0.000184478 6.9973e-05 3.38491e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 0.080815000000000012 0.087440000000000004 -0.27466499999999994 -0.077534999999999979 -1.0000000180025095e-35 0.11198000000000001 0.090735000000000024 -0.095799999999999982 0.099170000000000022 1.0000000180025095e-35 -0.18901999999999997 0.09252500000000001 0.086935000000000012 -0.05189499999999999
decision_type=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 12 11 15 -8 -14 -13 -11
right_child=-2 2 -4 -5 5 6 8 -9 -10 10 -12 14 13 -15 -16 -17
leaf_value=-0.00064722956604678522 -0.00090249180668357156 -0.00050740097481081277 0.0006279079817076282 -0.00069004017386277471 0.0007924615138605838 -0.0010917131893156387 -0.00058155209812015191 0.00012514321189296989 -0.00037728354046699078 0.00051820073982447243 -0.00033900339395544638 0.0014422454601082779 0.00066831877584552595 -0.00041030932141188016 0.00081673455971228678 6.8423604451031456e-05
leaf_weight=0.0011450431077525301 0.0010171522231204174 0.0012611159154059933 0.0015315738542039025 0.0010619508943318394 0.0013492869744266946 0.0011946877460070901 0.0010616519423303217 0.0012990779786368756 0.0019134618952526558 0.0013077534618962782 0.0013759538468982244 0.0010840114585702887 0.0011062296849973321 0.0011473114755959101 0.0015342709748883687 0.0010893692995304497
leaf_count=906 138 341 251 299 268 490 46 135 221 124 94 75 173 70 173 106
internal_value=0 3.94365e-05 8.01381e-05 3.29693e-05 7.88789e-05 0.000126694 6.30461e-05 -0.000457816 0.000174828 0.000283666 0.000485385 0.000711552 -0.000105226 0.000119173 0.00107571 0.0003138
internal_weight=0 0.0204628 0.0193177 0.0177861 0.0167242 0.0154631 0.0141138 0.00249377 0.01162 0.00970655 0.00639136 0.00501541 0.00331519 0.00225354 0.00261828 0.00239712
internal_count=3910 3772 2866 2615 2316 1975 1707 625 1082 861 572 478 289 243 248 230
is_linear=0
shrinkage=0.00188464


Tree=2654
num_leaves=17
num_cat=0
split_feature=14 403 43 11 40 453 4 160 151 49 13 43 16 15 2 3
split_gain=0.000246396 0.000159969 0.000158724 0.000152043 0.000185295 0.000163077 0.000183853 0.000145206 0.000379471 0.000209595 0.000168459 0.000199627 0.000159414 0.000179157 0.000118976 5.64155e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 0.18078000000000002 0.08776500000000001 -0.080519999999999994 1.0000000180025095e-35 0.27020000000000005 0.090735000000000024 -0.081844999999999987 -0.07107999999999999 0.16421000000000002 -0.074254999999999988 0.032820000000000009 -0.095799999999999982 0.087995000000000004 -0.078669999999999976
decision_type=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 -6 -10 11 15 13 -13 -15 -11
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 -12 12 -14 14 -16 -17
leaf_value=-0.00054135777419935048 -0.00077159495450391071 0.00072798248900311498 -0.0005462932009164496 -0.00048773485566195229 0.0010162605488284004 -0.00051222946708477505 0.00063910168464957216 -0.00035067396508786061 -0.0005384578511536043 0.00038539566848332416 -0.00034480419605529937 -0.00034450545466042882 -0.00046685319391027877 0.00012500209631279271 0.00084124969489432369 0.00089306849593826149
leaf_weight=0.0011743761184219324 0.0010314171536286989 0.0012934106136089701 0.0010208053517740462 0.0010504063841052505 0.0011512672618848663 0.0010680540860001928 0.0016812136690394384 0.0017964671528486733 0.0013905822797628366 0.0011542985715700133 0.0015394555756868405 0.0010073236189568589 0.0011521590926552513 0.0012700551321466781 0.0011374590179735085 0.0011119038105112441
leaf_count=906 138 206 224 130 240 89 276 247 121 350 87 86 250 234 180 146
internal_value=0 3.46139e-05 7.05455e-05 0.000105912 0.000143132 9.42034e-05 0.000139207 7.30888e-05 0.000142838 3.9845e-05 0.000135893 0.00024419 5.05209e-05 0.000225082 0.000463402 0.000634483
internal_weight=0 0.0199992 0.0188249 0.0178041 0.0167536 0.0154602 0.0143922 0.012711 0.0109145 0.00976324 0.00837265 0.0068332 0.004567 0.00341484 0.00240751 0.0022662
internal_count=3910 3772 2866 2642 2512 2306 2217 1941 1694 1454 1333 1246 750 500 414 496
is_linear=0
shrinkage=0.00160853


Tree=2655
num_leaves=13
num_cat=0
split_feature=12 41 1 3 4 16 484 160 151 2 13 16
split_gain=5.69277e-05 5.98498e-05 5.83335e-05 0.000120254 9.36327e-05 9.01484e-05 7.15564e-05 8.97954e-05 0.000105614 0.000141117 0.000156458 5.27908e-05
threshold=0.11655500000000001 1.0000000180025095e-35 0.10398500000000001 0.11265500000000002 0.074650000000000008 0.058875000000000004 0.085515000000000022 0.091575000000000017 -0.070479999999999987 0.10393500000000001 -0.074599999999999986 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 7 8 -1 10 -10 -12
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 11 -13
leaf_value=0.00345712532766855 -0.00279111647964179 -0.0025113292107663879 0.0051673616702043223 0.0018614309019027559 -0.0025602965845150059 0.00079494946752407835 0.0026581036878693858 -0.0039220967898065508 0.003012860209024343 -0.0044838932329841295 -0.00030261164019670765 -0.0036998722837305212
leaf_weight=0.0010074698319360743 0.0010075000422529378 0.0011261698335594825 0.0014573451703858648 0.0013357708368956223 0.0014337907646548957 0.0012779895518365801 0.0010830549709954507 0.0010417724950679587 0.0017525900137924538 0.0011708557027369209 0.0017945904246442551 0.0010451444819716015
leaf_count=241 187 219 319 103 154 179 314 263 639 250 771 271
internal_value=0 0.000156515 0.000365152 0.00133737 -0.000427679 0.0031245 -0.000236498 -0.000637783 -0.000132439 -0.000759936 0.000189521 -0.00155295
internal_weight=0 0.0155265 0.0144004 0.0055049 0.00276956 0.00273533 0.00889548 0.00781242 0.00677065 0.00576318 0.00459232 0.00283973
internal_count=3910 3723 3504 755 257 498 2749 2435 2172 1931 1681 1042
is_linear=0
shrinkage=0.0120166


Tree=2656
num_leaves=17
num_cat=0
split_feature=14 403 403 403 11 39 3 48 2 52 52 4 42 457 15 3
split_gain=0.000220019 0.000182758 0.000192409 0.000165313 0.000142895 0.000137733 0.000160835 0.000238096 0.000249121 0.000264287 0.000277548 0.0004035 0.000244699 0.000157391 0.000260632 0.000154583
threshold=0.064610000000000015 0.088015000000000024 0.010605000000000002 -1.0000000180025095e-35 0.08776500000000001 0.005105000000000001 0.16699000000000003 0.11930500000000001 0.11542500000000001 0.11262000000000001 0.048490000000000012 -0.032604999999999995 0.088235000000000022 0.081330000000000013 -0.10071499999999999 0.013395000000000002
decision_type=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 -5 13 14 -13 -7
right_child=-2 -3 -4 4 -6 15 -8 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00062641935720752595 -0.00082354817045428991 -0.00065932642657945818 0.0008024173239574527 -0.0010049211524133653 -0.00058339285462271663 0.00079734628578045116 0.00060935789217485227 -0.00085196237521535613 0.00078287828279930967 -0.00086418862510648372 0.00073769577440076261 0.00015313278046925199 0.00070841102854360665 0.00036885835027816445 -0.00088770370506408046 -5.9043973150456598e-05
leaf_weight=0.0011706605236609267 0.0010217593390300919 0.0011764857018011525 0.0010460045718052027 0.0012693769276850174 0.0010156638770952844 0.0016997081411121795 0.0013573645080090886 0.0010303598159036873 0.0012636795866069689 0.0011267065376701071 0.0015271165202355268 0.0015949318476480559 0.0015369182916509325 0.0014505677277755202 0.001447380733370288 0.0010917877893205641
leaf_count=906 138 336 147 294 127 336 131 66 155 345 125 85 152 111 398 58
internal_value=0 2.05546e-05 6.13056e-05 1.9588e-05 6.30221e-05 0.000103065 2.93326e-05 -3.49528e-05 4.00973e-05 -5.42096e-05 4.9187e-05 -9.48612e-05 9.67221e-05 -0.000112524 -0.000342045 0.000462402
internal_weight=0 0.0208047 0.0196282 0.0185822 0.0174116 0.0163959 0.0136044 0.012247 0.0112167 0.009953 0.00882629 0.00729918 0.0060298 0.00449288 0.00304231 0.0027915
internal_count=3910 3772 3436 3289 2383 2256 1862 1731 1665 1510 1165 1040 746 594 483 394
is_linear=0
shrinkage=0.00177594


Tree=2657
num_leaves=12
num_cat=0
split_feature=484 133 15 42 0 2 49 42 13 160 1
split_gain=4.81592e-05 5.58867e-05 7.91151e-05 0.000227525 0.000152843 7.01337e-05 0.000128114 0.000122803 0.000113847 0.000102253 8.12544e-05
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 -0.083674999999999986 0.099015000000000006 0.090775000000000008 0.08221500000000001 -0.086544999999999997 -0.025614999999999995 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 8 9 -7 -2 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0027733920459986228 0.0048255860005229113 -0.0029505887027288596 -0.0079619899317705297 0.0030271185716825222 -0.00060024092063326964 0.0078773143856078771 -0.0013274803489048677 -0.0028290198025555453 0.002048598485336952 -0.0018407981447599664 0.0026900728349600373
leaf_weight=0.0011753002791250492 0.001243045018729144 0.0010504222953375353 0.0010852989645547401 0.0014251998145688484 0.0011529422421032035 0.0010106417817598403 0.0012531954778724382 0.0019642027084805476 0.0019381582250295618 0.0018595844550704861 0.0013572617643894023
leaf_count=612 167 481 257 417 352 142 222 522 362 243 133
internal_value=0 0.000183796 0.000414205 -0.00137001 -0.00416987 0.00102933 0.00244361 0.000104243 0.00404627 0.0013961 7.0881e-05
internal_weight=0 0.01534 0.0142895 0.00366344 0.00223824 0.0106261 0.004202 0.00642409 0.0029488 0.00445989 0.00321685
internal_count=3910 3298 2817 1026 609 1791 726 1065 504 543 376
is_linear=0
shrinkage=0.0140794


Tree=2658
num_leaves=14
num_cat=0
split_feature=43 42 40 133 43 4 47 2 15 15 3 3 16
split_gain=4.70371e-05 8.87776e-05 0.000184491 0.000126851 9.1365e-05 0.00019066 0.000116103 9.0356e-05 7.74169e-05 0.000176648 6.45488e-05 0.000157245 5.93442e-05
threshold=0.16180500000000003 -0.10770999999999999 -0.018084999999999997 0.089845000000000022 -0.074254999999999988 -0.23071499999999998 0.077735000000000012 0.11542500000000001 0.079360000000000014 -0.0071449999999999994 -0.078669999999999976 -0.100615 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 -6 7 8 9 12 11 -4 -7
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0040124228955969038 -0.0031289118116866283 0.0054369649918171057 0.004457159435627564 -0.0050283506651252136 -0.0062677841236405615 0.0010324572770228975 -0.0034781039448908697 0.0050837807063391577 -0.0032136992253422132 0.0059109374898657051 0.005583970551767287 -0.0032794491248592864 -0.0037162131493518459
leaf_weight=0.0010502001209882908 0.0010223299294107166 0.0015049856941507624 0.0013433920767073615 0.0010658343305793407 0.0011045122561599329 0.0013981332967916886 0.0013953775363376303 0.0011443029058970586 0.0010318411464808139 0.0012763364759775745 0.0010115855667943768 0.0010408536464992704 0.0010132595864332291
leaf_count=220 276 344 121 680 215 163 164 175 608 96 159 570 119
internal_value=0 0.000180739 0.000488034 -9.26927e-05 0.000354652 -0.000484517 0.000395421 0.00131717 0.000403923 0.00141615 0.00242148 0.00107971 -0.000962919
internal_weight=0 0.0153806 0.0143304 0.0128254 0.0117596 0.00836376 0.00725925 0.00586387 0.00471957 0.00368773 0.00339583 0.00238425 0.00241139
internal_count=3910 3634 3414 3070 2390 1540 1325 1161 986 378 850 691 282
is_linear=0
shrinkage=0.0149411


Tree=2659
num_leaves=17
num_cat=0
split_feature=14 124 12 376 12 43 13 4 47 50 43 48 4 4 52 1
split_gain=0.000383979 0.000138834 0.000354242 0.000161564 0.000163618 0.000259046 0.000264003 0.000190993 0.000224893 0.0002246 0.000158488 0.000260372 0.000222043 0.000125118 0.000123713 0.000106968
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 0.048375000000000008 -0.051479999999999991 -0.17307499999999998 -0.23438999999999996 -0.23071499999999998 0.10887000000000001 0.083475000000000008 -0.00084499999999999994 0.084500000000000006 0.0057500000000000008 -1.0000000180025095e-35 -0.088779999999999984 0.10617500000000001
decision_type=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 14 13 -13 -12 -9 -15
right_child=-2 -3 -4 -5 5 6 7 8 -10 -11 11 12 -14 15 -16 -17
leaf_value=-0.0005537625959987025 -0.001064791943649084 0.00064048148038469571 -0.00098115436232596625 0.00069402613884016553 0.0007476866642660661 0.0007513190180432098 -0.00064155751143355247 0.00024722515184090753 -0.00078826903174166417 -0.00062297574664772531 0.00099142211600824126 -0.00072058305253913343 0.00033904881192342156 2.4894664574037412e-05 -0.00047783643213172752 0.000756049814748476
leaf_weight=0.0014247770291251132 0.0010188926423526914 0.0010711480434630665 0.0010620687433408249 0.0011193045682191148 0.0015121536859275435 0.0012611042896398727 0.001624504581599775 0.0012354732080317688 0.0010113603725533946 0.0012458986039350023 0.0014938563265763372 0.0010761480638528248 0.0013534774399934363 0.0013547512749028561 0.0016881357364809321 0.0010983886070126091
leaf_count=277 135 40 173 185 139 105 226 253 143 525 295 69 49 134 1084 78
internal_value=0 3.01357e-05 -3.28581e-06 5.28548e-05 1.15622e-05 6.20448e-05 -9.7401e-06 -8.25496e-05 -3.97627e-06 7.12364e-05 0.000164236 0.000318138 -0.000130291 0.000594175 -0.000171436 0.000352268
internal_weight=0 0.0206326 0.0195614 0.0184993 0.01738 0.0159553 0.0144431 0.013182 0.0115575 0.0105461 0.00930023 0.00637662 0.00242963 0.003947 0.00292361 0.00245314
internal_count=3910 3775 3735 3562 3377 3100 2961 2856 2630 2487 1962 625 118 507 1337 212
is_linear=0
shrinkage=0.00174112


Tree=2660
num_leaves=12
num_cat=0
split_feature=11 48 0 51 47 1 43 42 16 16 1
split_gain=4.73527e-05 5.2793e-05 8.64893e-05 8.14352e-05 8.54737e-05 0.000128413 0.000116549 0.000207392 0.000120693 0.000105894 0.000127254
threshold=0.08184000000000001 0.097140000000000018 -0.16443499999999997 0.092720000000000011 0.09252500000000001 0.11198000000000001 -0.17307499999999998 0.086325000000000013 0.041215000000000009 -0.094359999999999986 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 9 -8 -11
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.0036674369055922562 -0.0023989552975501177 -0.00061829998017505819 0.004105910847923163 -0.0033242847001848548 -0.0022240428897938973 0.0042894914391028048 -0.00073976444085105213 -0.0051945262462959564 -0.0022554920183789767 0.00045826874059095034 0.005608325698379402
leaf_weight=0.0011425360339233923 0.0011257854645727377 0.001067938169521887 0.0011755716833755049 0.0010640905691094047 0.0018561318464750268 0.00118974474670958 0.0019884267039517083 0.0011327084254036009 0.0018261143314361166 0.0014659336625303943 0.0013136303786234135
leaf_count=154 224 60 279 284 184 327 260 921 252 760 205
internal_value=0 0.000155032 0.00185713 -0.00013918 0.000145266 0.000582458 8.51923e-05 -0.000444501 0.000371439 0.00137754 0.0028922
internal_weight=0 0.0152228 0.00224351 0.0129793 0.0119152 0.0100591 0.00886935 0.00772681 0.00659411 0.00476799 0.00277956
internal_count=3910 3686 339 3347 3063 2879 2552 2398 1477 1225 965
is_linear=0
shrinkage=0.0120166


Tree=2661
num_leaves=20
num_cat=0
split_feature=14 453 11 4 403 403 160 13 52 150 48 1 52 4 15 160 16 48 1
split_gain=0.000334761 0.000175997 0.000165879 0.000304546 0.000210126 0.000176658 0.000158042 0.000179902 0.000257245 0.000216668 0.00019001 0.000173353 0.000253516 0.000186308 0.000152056 9.437e-05 0.000110321 9.2334e-05 5.99666e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 -1.0000000180025095e-35 0.088825000000000015 -0.092169999999999988 -0.51172499999999987 1.0000000180025095e-35 0.086420000000000011 0.085575000000000012 0.12864500000000004 -0.098644999999999983 -0.012939999999999998 -0.43091499999999999 1.0000000180025095e-35 0.15100500000000003 0.091875000000000012 0.095575000000000007
decision_type=2 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 -9 -14 -5 16 -10 -11 -15
right_child=-2 -3 -4 14 5 -7 7 8 15 17 -12 -13 13 18 -16 -17 -18 -19 -20
leaf_value=-0.00071856221993017635 -0.00098335013913686308 -0.00060412990293910881 -0.00059213551501621797 0.00027233625491787932 -0.00047426109072812685 -0.00057162708558025036 -0.0005084210071329713 -0.00084508508601836081 0.0011275294335042706 -0.00077041511091655631 0.00077714900654922989 0.00075511694424354871 0.00066959889878243344 -0.00043324678755853616 0.0012416431379932257 0.00018817943562529193 0.00039615386992671573 -2.7964272062724737e-05 0.00013575805859145906
leaf_weight=0.0010887545060829637 0.0010662205565716001 0.0012790076111981455 0.0011145091939042109 0.0010113258039545292 0.0012263630866449987 0.0011934997698144168 0.0010749898619000229 0.0010117052437484033 0.0015487364222598653 0.0010853645115266181 0.0016010030173194655 0.0010059637323820425 0.001399235507640797 0.001172702445613791 0.0010305870294916187 0.0010328605994097961 0.0011215289398192052 0.0010293373499620576 0.0011639881390971274
leaf_count=881 135 98 123 183 374 308 29 383 235 179 187 19 173 176 187 111 35 58 36
internal_value=0 3.539e-05 7.45031e-05 0.000112031 3.73361e-05 8.67136e-05 0.000137492 0.000190149 0.000247159 9.19575e-05 0.000236007 8.54285e-05 -5.64701e-05 0.00015709 0.000761561 0.000644025 0.000820347 -0.000409025 -0.000149805
internal_weight=0 0.0221915 0.0209125 0.0197979 0.017756 0.0166673 0.0154738 0.0142474 0.0131724 0.0094693 0.0073546 0.0057536 0.00474763 0.00373593 0.00204191 0.00370313 0.00267027 0.0021147 0.00233669
internal_count=3910 3775 3677 3554 3184 2303 1995 1621 1592 1211 974 787 768 385 370 381 270 237 212
is_linear=0
shrinkage=0.00177594


Tree=2662
num_leaves=13
num_cat=0
split_feature=484 457 52 160 12 133 47 42 4 52 0 1
split_gain=4.56248e-05 5.86483e-05 7.59295e-05 0.000114276 0.000119049 0.000127734 0.000140662 0.000135217 0.000102413 9.67695e-05 0.000102015 0.00012284
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.048794999999999991 -1.0000000180025095e-35 0.092365000000000017 -1.0000000180025095e-35 0.092255000000000018 0.081685000000000021 0.15045000000000003 -0.27466499999999994 -0.15007499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 -5 7 -7 -6 -3 -11 -12
right_child=1 2 3 4 8 6 -8 -9 -10 10 11 -13
leaf_value=-0.0029361108138385057 -0.0030889694630150313 -0.0012461560122752802 -0.0044274842673568899 -0.0030484166937541279 -0.0056260039547429115 -0.0011566672242437712 0.0077737726660675266 0.0055558484278689655 0.00064686897550458064 -0.00028251180925129775 0.001407910764140685 0.0083650961884673206
leaf_weight=0.0011611845397579623 0.0011640156310301466 0.0015385949278095348 0.0013702935173783683 0.0010554087323127407 0.0011859317688791161 0.0019437109578055662 0.0010281847768505385 0.0010866517421800719 0.0012329388213321649 0.0012072527508619757 0.0010931559715706496 0.0012792024552428366
leaf_count=612 197 360 546 557 429 297 84 182 93 48 160 345
internal_value=0 0.000198142 0.00047103 -0.00037929 0.000357115 0.00167475 0.00290299 0.00125036 -0.00242862 0.00195016 0.00332401 0.0051593
internal_weight=0 0.0151853 0.0140213 0.00890312 0.00753283 0.00511396 0.00405855 0.00303036 0.00241887 0.00511821 0.00357961 0.00237236
internal_count=3910 3298 3101 2188 1642 1120 563 479 522 913 553 505
is_linear=0
shrinkage=0.01524


Tree=2663
num_leaves=16
num_cat=0
split_feature=14 124 12 403 132 15 0 123 43 4 4 150 48 2 1
split_gain=0.000185828 0.000148127 0.000173952 0.000110426 0.000112176 0.000127524 0.000168246 0.000145668 0.000145369 0.000203318 0.00021214 0.000121167 0.000133678 8.75507e-05 8.51744e-05
threshold=0.054835000000000009 0.11158000000000001 0.10852500000000001 -1.0000000180025095e-35 0.080815000000000012 0.041585000000000004 -0.082994999999999985 1.0000000180025095e-35 -0.079109999999999986 -0.23071499999999998 -1.0000000180025095e-35 0.085595000000000018 0.078735000000000013 0.087170000000000011 0.11198000000000001
decision_type=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 13 12 14 -11 -12
right_child=-2 -3 -4 4 -6 6 -8 -9 9 10 11 -13 -14 -15 -16
leaf_value=-0.00054316156206528192 -0.00078062013137419721 0.00072227211461148039 -0.00063401347466047401 -0.00058954724497527742 0.00059832197897224677 0.00071099125577804947 -0.00020096162820723424 0.00053436143252794447 -0.00074355560851396309 0.00099088534484398751 -0.000365583215258036 0.00035658216990372708 -0.00076163822852565383 0.00021937574504705002 0.00032500521554798534
leaf_weight=0.0010194501323850481 0.0010103956199302216 0.0010067183020739346 0.0013898806340155992 0.0018796529665713298 0.0013273868241636183 0.0018895231284883456 0.0010885198346623779 0.0012861048387004465 0.0011441644720023942 0.0010026554419991073 0.0012354985267892396 0.0014146392026636364 0.0012824093656272732 0.0010059599628901017 0.0012037868977132354
leaf_count=845 147 40 301 627 223 221 349 256 181 80 170 107 128 133 102
internal_value=0 3.23783e-05 -5.84644e-06 4.61852e-05 8.43069e-05 3.70332e-05 0.000377659 -5.15228e-05 -0.000125623 -2.04229e-05 9.53768e-05 -0.000103719 -0.000278683 0.000604496 -2.4778e-05
internal_weight=0 0.0191764 0.0181696 0.0167798 0.0157603 0.0144329 0.00297804 0.0114549 0.0101688 0.00828911 0.00714495 0.00513633 0.00372169 0.00200862 0.00243929
internal_count=3910 3763 3723 3422 2577 2354 570 1784 1528 901 720 507 400 213 272
is_linear=0
shrinkage=0.00184769


Tree=2664
num_leaves=18
num_cat=0
split_feature=14 11 403 3 403 124 159 150 40 42 50 47 16 48 0 16 1
split_gain=0.000222438 0.000161845 0.000188356 0.000203557 0.000162369 0.000141531 0.000160794 0.000159677 0.000184997 0.000243296 0.000143586 0.00016567 0.000309398 0.000194266 0.000181247 0.00017884 4.42289e-05
threshold=0.064610000000000015 0.088315000000000018 0.088015000000000024 -0.15121499999999996 -1.0000000180025095e-35 -0.048219999999999992 0.096890000000000018 0.11247500000000001 -0.062739999999999976 -0.088669999999999985 0.086465000000000014 0.09252500000000001 0.16388500000000003 0.084500000000000006 -0.099024999999999988 -0.08755499999999998 0.094890000000000016
decision_type=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 -10 11 12 13 14 16 -15 -11
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 -12 -13 -14 15 -16 -17 -18
leaf_value=0.00073998782012843359 -0.0007148238660030456 -0.00056748691254067765 -0.00056003860311104473 -0.00053080434244080245 0.00052386115054957696 -0.00046710331513905647 -0.00052837853238002746 -0.0004984970563174547 0.00082070289904320856 0.00071767070733074585 -0.0004044087258103216 -0.00026642224117843615 -0.00048292044415367772 -0.00034982733771997702 0.00022757936961359504 0.00051019159998774396 0.0011587019129954408
leaf_weight=0.0010847019805851855 0.0010344296235047365 0.0010620384721988776 0.0011299112684451549 0.0010803806525770841 0.0016055126951966181 0.0011063818565729957 0.001099252019139455 0.0010277368015473047 0.0013135413062745011 0.0011686978150032283 0.0011369634896579777 0.0016193592897058226 0.0010736453830709125 0.0011936825412556945 0.0015200875075937069 0.001120503970502007 0.0010160800264056302
leaf_count=132 138 125 335 891 265 102 292 112 128 64 355 172 181 61 446 66 45
internal_value=0 2.01021e-05 5.24419e-05 9.05366e-05 4.92962e-05 8.84633e-05 3.99053e-05 8.6886e-05 0.000135922 0.000195691 0.000112335 0.000179772 0.000281644 0.000418023 0.000637544 6.65845e-05 0.000922782
internal_weight=0 0.0203585 0.0192964 0.0181665 0.0170818 0.0160014 0.0143959 0.0132967 0.0122689 0.0111626 0.00984902 0.00871206 0.0070927 0.00601905 0.00370487 0.00231419 0.00218478
internal_count=3910 3772 3647 3312 3180 2289 2024 1732 1620 1518 1390 1035 863 682 555 127 109
is_linear=0
shrinkage=0.00154607


Tree=2665
num_leaves=13
num_cat=0
split_feature=475 0 52 42 12 457 49 2 2 4 49 48
split_gain=4.33558e-05 8.23323e-05 0.000165473 0.000153724 9.333e-05 8.84042e-05 0.000139627 0.000111641 0.000188093 0.000160903 9.8906e-05 6.39955e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 -0.0081949999999999992 -1.0000000180025095e-35 0.093870000000000023 -0.0034949999999999994 -0.047309999999999998 0.091525000000000009 0.11230000000000001 -0.0010999999999999996 -0.085974999999999982 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 -5 10 9 -9 -8 -7 -10
right_child=1 2 4 5 -6 6 7 8 11 -11 -12 -13
leaf_value=-0.0021173087679148593 -0.0037595886295412767 0.0065269975033820597 0.0027570845790400094 -0.0031663603886223088 -0.0028428236273373222 0.00073912612253519445 0.0010079850996541886 0.0054235668895428408 0.0013479235425147952 -0.0049427269294432634 0.0064588481499369809 -0.0033710623569336079
leaf_weight=0.0015698170026744408 0.0019023933003802047 0.0010118650982303308 0.0010616456266045204 0.0011086057819101403 0.0010341975774785053 0.0010081089930472076 0.0016251909518001715 0.0013281216020171573 0.0010156966386072738 0.0015748797740608497 0.0011271450713695218 0.0010077144538702776
leaf_count=621 949 128 119 172 68 113 726 311 210 248 149 96
internal_value=0 0.000201499 0.002121 -0.000308445 -6.20014e-06 0.000361807 0.000812068 -0.000148187 0.00154412 -0.00192059 0.00375842 -0.00100226
internal_weight=0 0.0148056 0.00310771 0.0116979 0.00209584 0.00979546 0.00868686 0.0065516 0.00335153 0.00320007 0.00213525 0.00202341
internal_count=3910 3289 315 2974 187 2025 1853 1591 617 974 262 306
is_linear=0
shrinkage=0.0132673


Tree=2666
num_leaves=13
num_cat=0
split_feature=1 13 43 131 42 133 3 49 15 1 3 3
split_gain=5.08995e-05 8.32575e-05 7.94832e-05 8.39682e-05 7.13185e-05 0.000112979 7.98099e-05 0.000147543 0.00010854 0.000155079 3.82462e-05 2.50556e-05
threshold=0.12864500000000004 0.17936000000000002 -0.15109999999999998 1.0000000180025095e-35 0.086325000000000013 0.083815000000000014 -0.115685 -0.073619999999999977 -0.095799999999999982 0.087545000000000026 0.11265500000000002 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 11 -10 -2 -9
right_child=10 -3 3 -5 -6 -7 7 8 9 -11 -12 -13
leaf_value=0.0040346640660941201 0.0041608826035174915 -0.0043777029025511491 0.0033194657716012948 -0.0042205055523877955 -0.0030824565364160335 0.004621183940967802 -0.0059377732594436293 -0.00070417867987634919 -0.0018086628187328519 0.0052857135219500605 5.5814880483851266e-05 -0.0040192923517251653
leaf_weight=0.0010768688861478833 0.0011361516476839891 0.0011475725977057637 0.001321147551307275 0.0012303465287057747 0.0014902837084050423 0.0014157950053121709 0.001142978807625563 0.0010808965608954898 0.001336436545565783 0.0016811377138797809 0.0010601671660863 0.0011235464806564899
leaf_count=139 177 178 202 531 1003 425 109 148 525 242 154 77
internal_value=0 -0.000365352 -8.40095e-06 -0.000376667 6.98166e-05 0.000585946 -0.000157348 -0.000879012 0.000228234 0.00214372 0.00217936 -0.0023938
internal_weight=0 0.014047 0.0128994 0.0118226 0.0105922 0.00910194 0.00768614 0.006365 0.00522202 0.00301757 0.00219632 0.00220444
internal_count=3910 3579 3401 3262 2731 1728 1303 1101 992 767 331 225
is_linear=0
shrinkage=0.0155448


Tree=2667
num_leaves=13
num_cat=0
split_feature=4 15 150 160 133 52 47 1 49 133 12 16
split_gain=5.1762e-05 5.95842e-05 5.59427e-05 8.96522e-05 0.000195104 0.000189203 9.98375e-05 0.000111787 0.000197272 5.5465e-05 4.91421e-05 0.000101778
threshold=0.27608500000000008 -0.45726999999999995 -0.053939999999999995 -1.0000000180025095e-35 -0.0023199999999999996 -0.048794999999999991 0.092255000000000018 0.090820000000000012 -0.045004999999999996 0.099765000000000006 0.085845000000000019 -0.08286499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 9 -9 10 11 -6
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0028191742277805789 -0.00053681904269795597 0.0040734251748874815 0.0012692357990165093 -0.0047852539988412525 0.0064904916451905999 -0.0069032674911742916 0.0037268328282834542 0.0011575374326754436 -0.0067476677470090255 -0.0014781836653290426 0.00023886379314637068 0.00027906293301045406
leaf_weight=0.0010304995418798342 0.0010224363918796943 0.0012173751525038513 0.001041707641197172 0.0014825926303993599 0.0010891946021001075 0.0012182628804348859 0.0017668836726396527 0.0013909451886281003 0.0011374920737325933 0.0011288613443416334 0.0016128206747038111 0.0010058157466680505
leaf_count=120 179 262 239 804 74 807 160 174 293 335 317 146
internal_value=0 0.00196893 -0.000337362 -0.000590015 -4.78939e-05 -0.00313625 0.000721222 1.80169e-07 -0.00239885 0.0012543 0.00208622 0.00350838
internal_weight=0 0.00223981 0.0139051 0.0128746 0.0106146 0.00225997 0.00913201 0.00736513 0.00252844 0.00483669 0.00370783 0.00209501
internal_count=3910 441 3469 3349 2303 1046 1499 1339 467 872 537 220
is_linear=0
shrinkage=0.0140794


Tree=2668
num_leaves=12
num_cat=0
split_feature=11 1375 48 43 151 2 4 43 12 51 43
split_gain=4.57536e-05 4.71843e-05 7.09903e-05 9.7021e-05 7.69037e-05 7.57536e-05 0.000124025 8.05322e-05 9.48465e-05 5.58273e-05 5.01645e-05
threshold=0.08184000000000001 -0.072014999999999982 0.016865000000000002 -0.044024999999999988 -0.0008699999999999999 0.10946500000000002 -0.37626499999999991 -0.0037249999999999996 0.090385000000000007 0.013805000000000001 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 8 -8 -5 -9
right_child=-2 2 3 9 5 -7 7 10 -10 -11 -12
leaf_value=-0.002782578192164065 -0.0029330219781289893 -0.0040169379276086522 0.0054902044059474547 -0.0018001783477537194 -0.005233057382599552 0.0029943108972441223 -0.0041378519365616526 0.0038615749628299533 0.0010042781514552788 0.002620230166446419 -0.00017499398514856705
leaf_weight=0.0010961494529645689 0.0011177326635162027 0.00106762871222212 0.0012962510145550195 0.0012413335747952139 0.0010382584387630869 0.0017690003635724037 0.0014261041846528014 0.0016642766715345043 0.0018261408477240151 0.0013118393582839463 0.0011707766963550345
leaf_count=154 224 324 320 205 93 398 847 217 555 149 424
internal_value=0 0.000201179 0.000437983 0.0021612 -0.000227875 0.000226933 -0.0004601 0.000353982 -0.00125054 0.000471061 0.00219461
internal_weight=0 0.0149078 0.0138116 0.00384942 0.00996219 0.00889456 0.00712556 0.0060873 0.00325225 0.00255317 0.00283505
internal_count=3910 3686 3532 674 2858 2534 2136 2043 1402 354 641
is_linear=0
shrinkage=0.0149411


Tree=2669
num_leaves=18
num_cat=0
split_feature=14 124 12 453 4 0 1 159 15 3 52 52 457 49 12 52 0
split_gain=0.000291745 0.000172314 0.000267739 0.000134958 0.000166214 0.000233648 0.000284656 0.000147281 0.000154314 0.000145989 0.000195504 0.00016158 0.00013822 0.000218485 9.52197e-05 7.81789e-05 0.00014498
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 0.24280000000000004 -0.17106499999999999 0.11235500000000002 0.09141500000000001 -0.095799999999999982 0.13772500000000001 -0.27466499999999994 -0.091329999999999981 0.084715000000000013 -0.010424999999999999 0.091555000000000011 0.091210000000000013 -0.083934999999999996
decision_type=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 -13 15 16 -15
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11 11 12 -14 14 -16 -17 -18
leaf_value=-0.00044710644556793277 -0.00093320158591683332 0.00072638346183223959 -0.00089597983277444335 -0.00054879916854100319 0.0011299728503203854 -0.0004675721433865705 0.00071884084517487637 -0.00063216424209424857 -0.00063531300216120468 0.00075420019428370686 0.00073591085946364391 -0.00079701660576850133 0.00061572588707862216 0.00042987194171730089 -0.0003914695904251559 0.00053482185857121076 -0.00042253318104813216
leaf_weight=0.001716675496102475 0.0010377368570532097 0.0010684591680609019 0.0010109155941679269 0.0011395897304450333 0.001043001848043768 0.0012614761619119601 0.0012901732759577158 0.0010953947395080264 0.0011324158171040115 0.0010535021737396724 0.0012646018069192829 0.0010457604595972992 0.0011395237843246399 0.0013252322963049159 0.0010156591791436811 0.001520859629308674 0.0011984315156641314
leaf_count=304 138 40 173 97 94 138 245 274 351 61 120 186 83 439 554 262 351
internal_value=0 3.21866e-05 -6.33788e-06 4.29625e-05 8.23929e-05 0.000421783 0.000132306 -7.92272e-06 4.71655e-05 0.000126495 5.79139e-05 0.00015016 4.79249e-05 -5.80412e-05 9.46789e-05 0.00021676 2.50838e-05
internal_weight=0 0.0203217 0.0192532 0.0182423 0.0171027 0.00359465 0.00255165 0.0135081 0.0124127 0.010696 0.00964248 0.00851007 0.00724547 0.00610594 0.00506018 0.00404452 0.00252366
internal_count=3910 3772 3732 3559 3462 477 383 2985 2711 2407 2346 1995 1875 1792 1606 1052 790
is_linear=0
shrinkage=0.00177594


Tree=2670
num_leaves=19
num_cat=0
split_feature=1456 453 128 4 12 156 1374 15 403 43 52 43 15 133 52 16 4 15
split_gain=0.000283197 0.000245004 0.000258709 0.000197689 0.000224496 0.000198757 0.000221128 0.000204088 0.000196963 0.000157488 0.000169339 0.000171335 0.000220224 0.00024845 0.000161531 0.000149337 0.000127047 5.51462e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086435000000000012 0.27608500000000008 0.10700500000000002 0.090135000000000007 -0.094679999999999986 -0.10192499999999999 0.087440000000000004 0.14198000000000002 0.11401500000000002 -0.17307499999999998 0.085285000000000014 0.08493500000000001 1.0000000180025095e-35 -0.077034999999999978 0.0057500000000000008 -0.055679999999999993
decision_type=2 2 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 -9 13 14 16 -5 17 -13
right_child=1 -3 -4 15 -6 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00092193738610672174 -0.0005903659070145863 -0.00078139833444551977 -0.00077123612734206215 0.0008658273284457373 -0.00068799344758030574 -0.00063446162598192277 -0.0003967895366553793 0.00085256384762644817 -0.0004685689946201119 0.00095562190051112338 -0.00033955597492636589 0.0004046371462661336 -0.00041714095405549117 -0.00040393676948891278 0.0010294141029529311 2.4034463569344885e-05 0.00074847879228500877 -0.00012909875529536468
leaf_weight=0.0010204708783628702 0.001166245994129512 0.00111104114889815 0.001085023697877943 0.0016535171742239332 0.0012148135039666023 0.0010795862163125785 0.0015554038800525754 0.0016808376718147056 0.0010033302584508052 0.0011216129127254179 0.0012236955161758828 0.0010150088776948339 0.0012903146716519848 0.0010435143730903283 0.0014136438003530261 0.0010411395728901277 0.0014501010026987671 0.0013911553837763413
leaf_count=369 61 91 247 316 234 266 248 70 228 91 271 130 469 279 209 88 59 184
internal_value=0 1.58144e-05 5.71481e-05 0.000101329 3.42648e-05 8.76532e-05 0.000138424 0.000198328 0.000271599 0.000335455 0.00026926 0.000349501 0.000238297 0.000372254 0.00052595 0.000540582 0.000341388 9.60507e-05
internal_weight=0 0.02254 0.0214289 0.0203439 0.0176493 0.0164345 0.0153549 0.0141886 0.0126332 0.0116299 0.0105083 0.00928458 0.00760374 0.00631342 0.00526991 0.00269466 0.00385627 0.00240616
internal_count=3910 3541 3450 3203 2799 2565 2299 2238 1990 1762 1671 1400 1330 861 582 404 373 314
is_linear=0
shrinkage=0.00174112


Tree=2671
num_leaves=18
num_cat=0
split_feature=1213 14 403 11 39 13 2 48 2 16 39 457 49 0 43 1 0
split_gain=0.000608251 0.000260622 0.00020743 0.000172184 0.00018187 0.000236151 0.00017937 0.000176704 0.000267136 0.00014357 0.00014334 0.00013102 0.000201741 0.000125703 0.000263737 0.000155379 0.000147525
threshold=-1.0000000180025095e-35 0.064610000000000015 0.03138500000000001 0.087830000000000005 0.005105000000000001 -0.10023999999999998 0.11203000000000002 0.11930500000000001 0.11635500000000001 0.15100500000000003 0.097470000000000015 0.081330000000000013 -0.064499999999999988 -0.15291499999999997 -0.074254999999999988 0.095575000000000007 -0.070894999999999986
decision_type=2 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 11 -2 -6 12 -7 -14 16 -16 -15
right_child=1 -3 -4 -5 10 7 -8 -9 -10 -11 -12 -13 13 14 15 -17 -18
leaf_value=-0.0013692820185325606 0.00055518760225839231 -0.00082936501121923364 0.00062952480640239452 -0.00067578898543219285 0.00088453258828123573 -0.00093505389176880803 0.0010301523624389305 -0.0007899364300661527 0.00074768103169780555 -0.00036462611900301529 0.00010161350612958343 0.00024990284453372126 0.00038968449125415379 -0.00031704019539264395 -0.0011582928633956195 -0.00021823355006799712 0.00049796498575893937
leaf_weight=0.0010251267072615552 0.0011319245809669398 0.0010577216133277742 0.0019257516992533035 0.0010656849891788047 0.0013604644189582401 0.001208564927198035 0.0010023480290644732 0.0011796657028974233 0.0011372785741764211 0.0010152415666286885 0.001610842160876637 0.0019140614264412936 0.0011441962652474179 0.0013690084458256018 0.0011857287746329407 0.00104177603157668 0.0014344901796803332
leaf_count=592 77 122 254 127 239 124 114 73 165 24 184 155 51 665 680 151 113
internal_value=0 3.05207e-05 7.44015e-05 1.75421e-05 5.92026e-05 -2.14752e-05 0.000409847 -0.000138434 -6.47836e-05 0.000120273 0.000460087 -0.000164161 -0.000271498 -0.000141631 -0.000262468 -0.000718639 9.99805e-05
internal_weight=0 0.0217847 0.020727 0.0188013 0.0177356 0.0147643 0.00314951 0.0116148 0.0104351 0.00214717 0.00297131 0.00929783 0.00738376 0.0061752 0.005031 0.0022275 0.0028035
internal_count=3910 3318 3196 2942 2815 2392 215 2177 2104 101 423 1939 1784 1660 1609 831 778
is_linear=0
shrinkage=0.00177594


Tree=2672
num_leaves=17
num_cat=0
split_feature=14 124 12 453 16 4 159 160 159 42 43 3 3 43 15 4
split_gain=0.0003015 0.000159106 0.000359814 0.000145244 0.000203759 0.000252365 0.000185759 0.000182472 0.000140917 0.000124367 0.000183218 0.000189763 0.000115996 9.7145e-05 0.000183872 5.44766e-05
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 -0.110495 0.40359500000000004 -0.034019999999999988 -0.081069999999999989 0.090705000000000022 -1.0000000180025095e-35 -0.074254999999999988 0.096385000000000012 -0.078669999999999976 -0.07526999999999999 0.05377500000000001 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 13 -6 -8 9 -9 15 12 -12 -1 -15 -11
right_child=-2 -3 -4 -5 6 -7 7 8 -10 10 11 -13 -14 14 -16 -17
leaf_value=0.00060646159055632908 -0.00093797022247573195 0.00070211566236269378 -0.0010172811162672604 -0.00053735866717983746 -0.00071390689434546644 0.001040072707072767 0.00066770204748289061 -0.0003640888534846098 -0.00064918533956341725 0.00025872673758805555 0.00011978173235202257 0.00036690367588524813 -0.00062386684819928776 -0.00039552335406920462 0.00054745290465952278 0.00080468338112251131
leaf_weight=0.0010278857003702541 0.0010235128432047108 0.001015923846877406 0.0010084837476335524 0.0011891619045328863 0.0010948686577039778 0.0013230742442497711 0.0012384384422723044 0.0018986333126370554 0.0010349965818710173 0.001038876224362266 0.0010046016497956395 0.0018856628093452676 0.0017323647711100149 0.0015948004145724063 0.0010328313446266169 0.0011872227928613303
leaf_count=178 138 40 173 97 398 245 341 682 242 116 410 111 276 167 63 233
internal_value=0 3.05368e-05 -4.82896e-06 5.10163e-05 9.19466e-05 0.000388486 -2.99079e-05 3.80445e-05 -4.16697e-05 3.02122e-05 0.000139522 -5.81001e-05 -0.000350911 0.000152651 -2.48719e-05 0.000549896
internal_weight=0 0.0203078 0.0192919 0.0182834 0.0170943 0.00497859 0.0121157 0.0110208 0.00978236 0.00874736 0.00684873 0.00462263 0.00273697 0.00365552 0.00262763 0.0022261
internal_count=3910 3772 3732 3559 3462 653 2809 2411 2070 1828 1146 797 686 408 230 349
is_linear=0
shrinkage=0.00174112


Tree=2673
num_leaves=13
num_cat=0
split_feature=1 49 12 16 49 3 12 3 52 4 49 4
split_gain=4.91848e-05 8.82033e-05 0.000110645 0.000159504 5.74741e-05 0.00011191 0.000107404 0.000111197 9.38979e-05 9.04559e-05 0.000116295 3.94173e-05
threshold=0.10113500000000002 -0.045004999999999996 -1.0000000180025095e-35 -0.072804999999999981 -0.085974999999999982 0.10666500000000002 0.086935000000000012 -0.088024999999999978 0.0033900000000000002 0.0057500000000000008 -1.0000000180025095e-35 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 8 -8 9 10 -6 -5
right_child=1 2 3 11 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0033533773819944832 0.0036831815835261998 0.0034208222505947255 0.0017798616193427986 -0.0052659761447694424 0.00052660079859048888 0.0036565559013997926 -0.0001632654090662277 -0.0060447189963247928 0.002590106564762914 0.0020448657401240119 -0.0053722467649513729 -0.0017706590478988864
leaf_weight=0.001150432866774743 0.0014365877962422644 0.0012623771447361288 0.0018974921225605656 0.0010046269002592654 0.0010795980184782521 0.0010792554364096318 0.0010368218184548606 0.0011438781076722852 0.0018009016842201013 0.0010568261532274692 0.0011873018197901732 0.0011953270983093151
leaf_count=148 237 283 186 178 212 56 427 1199 416 103 362 103
internal_value=0 0.000821021 5.38792e-05 -0.000983438 -0.000627114 -0.000253049 -0.000830636 -0.00324836 0.000198187 -0.00109783 -0.00256295 -0.00336682
internal_weight=0 0.00679641 0.00535982 0.00409745 0.00953502 0.00838458 0.00730533 0.0021807 0.00512463 0.00332373 0.0022669 0.00219995
internal_count=3910 987 750 467 2923 2775 2719 1626 1093 677 574 281
is_linear=0
shrinkage=0.0130072


Tree=2674
num_leaves=12
num_cat=0
split_feature=484 42 403 15 43 1 52 12 4 1 0
split_gain=4.66705e-05 5.95923e-05 7.9904e-05 0.000107561 0.000164561 0.000163863 0.000163124 0.000163114 0.000137939 0.000125192 0.000144328
threshold=-0.0043499999999999988 0.10138000000000001 0.03138500000000001 1.0000000180025095e-35 -0.079109999999999986 0.077350000000000016 -0.081429999999999989 0.051320000000000005 -1.0000000180025095e-35 0.094890000000000016 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -6 -2 -8 -10 -11
right_child=1 -3 -4 5 6 -7 8 -9 9 10 -12
leaf_value=-0.002685799050325126 0.0019577586012893868 -0.0029207376360049554 0.0034585582351154089 0.00095533178281041839 0.005431434424408221 -0.0056666501818939917 0.0037350557890815819 -0.0052626596604772851 -0.0050538822285943232 -0.003333241598377207 0.0033492575301383161
leaf_weight=0.0011651510343863745 0.0010078328641602375 0.0010939733149542231 0.0014788609007349322 0.0014523793193175387 0.0017885887250767814 0.0013966468465001908 0.0018013658309687019 0.0014592233971638564 0.0010141092554494216 0.0010266799387176359 0.0015387163849708322
leaf_count=612 201 422 364 597 297 320 173 450 171 86 217
internal_value=0 0.000181654 0.000424696 6.5347e-05 0.000761966 -0.00229089 0.00182008 -0.002313 0.000619676 -0.000948121 0.0006749
internal_weight=0 0.0150584 0.0139644 0.0124855 0.00963652 0.00284903 0.00716946 0.00246706 0.00538087 0.00357951 0.0025654
internal_count=3910 3298 2876 2512 1595 917 944 651 647 474 303
is_linear=0
shrinkage=0.0138033


Tree=2675
num_leaves=13
num_cat=0
split_feature=1 4 4 4 43 43 52 47 0 3 52 0
split_gain=4.75198e-05 8.60858e-05 8.69059e-05 8.65589e-05 8.02476e-05 9.00861e-05 0.000151955 0.000106671 0.00012112 9.02741e-05 7.34743e-05 5.95838e-05
threshold=0.088010000000000019 -0.083329999999999987 -0.0031049999999999997 -0.49837999999999999 -0.24333999999999997 -0.053009999999999995 -0.074484999999999982 0.081320000000000017 -0.15137999999999999 -0.075679999999999983 -0.0013649999999999997 0.047345000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 9 -7 8 -8 -6 -4 -5
right_child=4 2 10 11 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0027154819618420683 -0.0030797719526138856 -0.0055471299844680293 0.0019922359454630054 2.4613475746907153e-05 0.00050839842353561366 -0.0036147345857938627 0.0062701302129488223 -0.0012226392134759385 0.00036604792926875319 0.0063995835124103593 -0.0034144654944354858 0.0047001421757738478
leaf_weight=0.0010496803178698566 0.0010664636085558144 0.0012647952333509995 0.0010142356604130598 0.0011663023786524919 0.0010109304942464356 0.0015834368135147501 0.001401257189823258 0.0017826724127904398 0.0014666306091867698 0.0011429337766519524 0.0010602515560800903 0.0010851269413607589
leaf_count=88 59 1101 229 461 254 233 108 150 426 355 395 51
internal_value=0 -0.000954313 -0.00258007 0.000690244 0.000630764 0.00110253 0.000227728 0.00153602 0.0032508 0.00363452 -0.00077108 0.00227809
internal_weight=0 0.00664039 0.00333928 0.00330111 0.00945432 0.00838786 0.006234 0.00465056 0.00286789 0.00215386 0.00207449 0.00225143
internal_count=3910 2325 1725 600 1585 1526 917 684 534 609 624 512
is_linear=0
shrinkage=0.0143609


Tree=2676
num_leaves=13
num_cat=0
split_feature=1 47 14 4 2 16 4 12 4 16 52 3
split_gain=4.6971e-05 9.3535e-05 7.31216e-05 0.000133193 7.72862e-05 0.0001194 8.68367e-05 0.000114853 0.000116103 0.000176691 0.000108793 4.99922e-05
threshold=0.14000500000000002 0.11603500000000001 -0.13131999999999996 0.27020000000000005 0.10910500000000002 -0.013279999999999998 -0.08422499999999998 0.093125000000000013 -1.0000000180025095e-35 -0.094359999999999986 -0.0066199999999999991 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 11 8 10 -10 -8 -4
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0032428348172223605 0.0027201462115118607 -0.0043195610602960377 -0.0044964719852770866 0.0051061195852573384 -0.001206614833199649 0.0052139891685550376 -0.0016525095679812325 0.0038827143602086847 -0.0073702268728556303 0.00046891364826652163 0.0039086393930023531 -0.0006881990877775178
leaf_weight=0.0012033511798886483 0.0011507829909776302 0.0010327678064924279 0.0014720661864423808 0.0010847777664907245 0.0010669839533628354 0.0012429831839367049 0.0013512052084291857 0.0013672993974715702 0.0010348200095338239 0.0012687780046159742 0.0014409985714286923 0.0012752375778848609
leaf_count=132 168 161 537 248 165 249 531 521 198 197 656 147
internal_value=0 -0.000232544 7.31334e-05 0.000389692 -5.44143e-05 0.00224828 -0.00063193 0.000259378 -0.000712831 -0.00305258 0.00121748 -0.00272876
internal_weight=0 0.0148413 0.0138085 0.0126051 0.0115204 0.00230997 0.0092104 0.0064631 0.0050958 0.0023036 0.0027922 0.0027473
internal_count=3910 3742 3581 3449 3201 414 2787 2103 1582 395 1187 684
is_linear=0
shrinkage=0.0140794


Tree=2677
num_leaves=12
num_cat=0
split_feature=158 41 457 4 2 1 2 0 43 1 16
split_gain=4.7897e-05 5.98472e-05 7.2545e-05 6.63189e-05 0.000112412 0.000151911 0.000139423 0.000116992 0.000101177 7.37826e-05 7.2029e-05
threshold=0.085745000000000002 1.0000000180025095e-35 -0.0034949999999999994 -0.49837999999999999 0.11230000000000001 0.11235500000000002 0.099015000000000006 -0.07773999999999999 -0.0037249999999999996 0.11287500000000002 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 -5 -9 -10
right_child=-2 -3 3 4 5 -7 -8 9 10 -11 -12
leaf_value=-0.0026288085521604986 -0.0026173309445106253 -0.002720841764006401 -0.0024625514926854956 -0.0025248231975798815 -0.004767656019433391 0.0011927518447287905 0.0052897784573399014 0.0054834473317863014 0.0028387425629519416 0.00087153899188215675 -0.001119630372535387
leaf_weight=0.0011764047822272342 0.0010737682318628606 0.0010783092480657211 0.0010028601089835882 0.001828576364704162 0.0011696641860789866 0.0017147139871884684 0.0014504085501601434 0.0012214228291271695 0.0018675033235308024 0.0010482011540438449 0.0012465182279467173
leaf_count=300 410 194 157 1036 236 270 302 370 285 111 239
internal_value=0 0.000171907 0.000399156 0.000682992 0.000956183 -0.00122429 0.00168221 0.000956716 -0.000143874 0.00335349 0.00125424
internal_weight=0 0.0148046 0.0137263 0.0125499 0.011547 0.00288438 0.00866263 0.00721222 0.0049426 0.00226962 0.00311402
internal_count=3910 3500 3306 3006 2849 506 2343 2041 1560 481 524
is_linear=0
shrinkage=0.0127521


Tree=2678
num_leaves=13
num_cat=0
split_feature=49 15 12 12 52 1 52 43 1 1 1 2
split_gain=4.26301e-05 6.3414e-05 7.11216e-05 0.000168221 0.000118903 8.22598e-05 0.000150656 6.99796e-05 9.95054e-05 9.4174e-05 0.00015041 0.000103462
threshold=-0.14750499999999997 0.085285000000000014 0.093375000000000014 0.10333000000000002 1.0000000180025095e-35 0.076710000000000014 0.18936500000000003 -0.049504999999999987 0.092550000000000007 0.11052000000000002 0.095575000000000007 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -6 -7 8 -2 10 11 -9
right_child=1 -3 3 -5 5 6 -8 9 -10 -11 -12 -13
leaf_value=0.0023910454500351654 -0.0012794092001814212 -0.002701704194379654 -0.0057692593195843257 0.001038026910638459 0.00020158564545200573 0.0078969998780197802 0.00065704233243309075 -0.004725261827001585 0.0045262668871824483 -0.0044954445434031926 0.0034815854253528148 0.00092794793617143132
leaf_weight=0.0011975488609936276 0.0010462918520608095 0.0016038704957128799 0.0011130892845270931 0.0015002441208239164 0.0014835368150337806 0.0010223624992423685 0.0010015211297180748 0.001290507703372178 0.0010323776536563306 0.0012186612963075803 0.001251538063323121 0.001020431651323872
leaf_count=143 509 1105 322 276 432 165 100 194 253 185 113 113
internal_value=0 -0.00021289 9.46265e-05 -0.00186138 0.00058769 0.00257474 0.0043143 -0.00042829 0.001604 -0.00131186 -0.000222806 -0.002229
internal_weight=0 0.0145844 0.0129806 0.00261333 0.0103672 0.00350742 0.00202388 0.00685981 0.00207867 0.00478114 0.00356248 0.00231094
internal_count=3910 3767 2662 598 2064 697 265 1367 762 605 420 307
is_linear=0
shrinkage=0.0132673


Tree=2679
num_leaves=19
num_cat=0
split_feature=14 403 403 403 484 11 3 124 40 4 160 0 3 2 16 47 4 0
split_gain=0.000316444 0.00017967 0.000194661 0.000253202 0.000147249 0.000158625 0.000119349 0.000136726 0.000173212 0.000190309 0.000188522 0.000200756 0.000217442 0.000194637 0.000133837 0.00021327 0.000274224 4.72129e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.088015000000000024 0.019620000000000002 0.091130000000000017 0.08765000000000002 -0.12008499999999998 -0.048219999999999992 -0.062739999999999976 -0.23071499999999998 0.093550000000000008 -0.23129999999999998 -0.077894999999999978 0.086875000000000022 -0.09385499999999998 0.10843500000000002 -0.00072999999999999985 -0.14808999999999997
decision_type=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 -11 13 -13 17 16 -16 -14
right_child=-2 2 -4 -5 -6 -7 7 8 9 10 -12 12 14 -15 15 -17 -18 -19
leaf_value=-0.0006287857627841042 -0.00097364693985908986 0.00061198169236266074 -0.0006137916615288389 0.00095044275956967183 -0.00058846301477458575 -0.00056873577255555285 0.00056617185072959817 -0.00061581684888241557 -0.00059823111605182512 -0.00039665280200517754 -0.00039961836501745785 -0.00057594627629617738 0.00064106492694462013 0.00044594874036682866 0.00066122850676814408 0.00099820256839851544 -0.00057128680600096644 0.0011566199039703404
leaf_weight=0.0012022788781756192 0.0010081337773596979 0.0014800567670533961 0.0012056471501020972 0.0010224656280271296 0.0010034537060125128 0.0010150769037773335 0.0016339447086693064 0.001141844467150461 0.0010849779276058706 0.0011983100681887092 0.001512273737206595 0.0011700591370299674 0.0010855011720951602 0.0010926957862248017 0.001069142056079473 0.0010078086734859326 0.0011210552940854332 0.0010685479087180483
leaf_count=906 135 122 336 141 237 125 239 108 112 83 223 319 32 332 186 33 139 102
internal_value=0 2.48473e-05 6.43117e-05 0.000108014 5.93082e-05 9.82745e-05 0.000141493 9.24062e-05 3.07353e-05 9.54362e-05 0.000168326 0.000265781 0.000370026 -8.2468e-05 0.000561332 0.000335365 3.0364e-05 0.000896814
internal_weight=0 0.0211151 0.0199129 0.0187072 0.0176847 0.0166813 0.0156662 0.0141862 0.0125522 0.0114104 0.0103254 0.00881312 0.00761481 0.00226275 0.00535206 0.00319801 0.0021902 0.00215405
internal_count=3910 3775 2869 2533 2392 2155 2030 1908 1669 1561 1449 1226 1143 651 492 358 325 134
is_linear=0
shrinkage=0.00174112


Tree=2680
num_leaves=14
num_cat=0
split_feature=4 1 150 156 48 43 42 3 52 2 16 4 12
split_gain=4.42223e-05 5.61811e-05 5.05479e-05 6.96654e-05 9.46705e-05 7.55266e-05 0.000184614 0.000110978 0.000101714 9.70682e-05 0.000103971 7.06559e-05 5.59682e-05
threshold=0.27608500000000008 0.11235500000000002 -0.048309999999999992 0.085790000000000019 0.10417000000000001 -0.074254999999999988 -0.09602999999999999 -0.078669999999999976 -0.088354999999999989 0.10457000000000001 -0.057604999999999996 -0.084009999999999987 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 11 -7 10 12 -8 -10
right_child=1 -3 3 -5 -6 8 7 -9 9 -11 -12 -13 -14
leaf_value=0.0025189158994018287 -0.00057380351948360631 0.0035999668545125718 -0.0041775610402919822 -0.0036429560745567797 0.0035192850487107876 -0.0052759077877232892 0.002749858144204695 0.0051588330764547555 -0.0027903574846614349 -0.0038942445147658522 0.0036741456056709194 -0.0019793904964923782 0.0010471578167817147
leaf_weight=0.0010014449988014458 0.0010037996422946761 0.0011954107573500709 0.0010152017395873977 0.0011009152050036027 0.0010427501750494778 0.0010246590781126186 0.0010415975658300408 0.0012853412563701341 0.0014743151216522472 0.0012586671377839941 0.0010841812753713542 0.0010977849482666484 0.0011403179817747852
leaf_count=126 118 323 160 463 175 205 169 265 302 160 360 452 632
internal_value=0 0.00169491 -0.000293436 -0.000517571 -0.000217454 -0.000591323 0.000693952 0.00213803 -0.00154525 -0.000774161 0.00028757 0.000323131 -0.0011167
internal_weight=0 0.00219921 0.0135672 0.0125657 0.0114648 0.0104221 0.00443993 0.00342472 0.00598214 0.00495748 0.00369881 0.00213938 0.00261463
internal_count=3910 441 3469 3343 2880 2705 1046 886 1659 1454 1294 621 934
is_linear=0
shrinkage=0.0130072


Tree=2681
num_leaves=12
num_cat=0
split_feature=484 474 0 160 12 12 160 13 15 47 12
split_gain=4.64932e-05 5.53627e-05 8.74642e-05 0.000123497 0.000162907 9.0616e-05 8.7581e-05 9.87489e-05 0.000106486 0.000121281 7.7109e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.017269999999999997 -0.080184999999999992 -0.0089849999999999982 0.084100000000000022 0.090735000000000024 -0.083514999999999992 1.0000000180025095e-35 0.09252500000000001 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 10 9 -9 -6
right_child=1 -3 5 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.0025591694489307446 -0.0041701115462254258 0.0030844584141651895 0.004619265033083882 -0.0043147600863495776 0.0057558377265563105 -4.4036936294149942e-05 -0.0028225413302964547 0.0039550457039000076 -0.0025631492592724323 -0.0013599160106689983 0.00098538476568074684
leaf_weight=0.0011274148870134932 0.0014089633349123826 0.0010333557872537315 0.0012432126433856872 0.0012938210847556553 0.0011619788249170038 0.0016284166336650299 0.0010568750549032613 0.0016231884782713195 0.0016370151053008396 0.0013146819142760974 0.0011314606673703612
leaf_count=612 517 298 187 338 253 160 151 309 791 128 166
internal_value=0 0.000182779 -3.93358e-05 -0.000583557 -3.54161e-05 0.00197484 0.000663204 0.00119958 9.53059e-05 0.00157663 0.00340235
internal_weight=0 0.014533 0.0134996 0.010628 0.00921902 0.00287163 0.0079252 0.00686832 0.00457489 0.00293787 0.00229344
internal_count=3910 3298 3000 2653 2136 347 1798 1647 1228 437 419
is_linear=0
shrinkage=0.0130072


Tree=2682
num_leaves=12
num_cat=0
split_feature=1 52 0 52 16 13 150 13 0 15 2
split_gain=4.15147e-05 0.00011395 8.92513e-05 7.80265e-05 9.8035e-05 0.000146889 8.61829e-05 0.000124104 7.79232e-05 0.000125105 5.88013e-05
threshold=0.10828500000000001 0.11401500000000002 -0.035699999999999989 0.091210000000000013 -0.27337499999999998 0.0024700000000000004 0.085285000000000014 -0.084084999999999979 -0.10303999999999998 -0.10981499999999998 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 7 -6 9 -2 -9
right_child=2 -3 -4 -5 5 -7 -8 10 -10 -11 -12
leaf_value=0.0024633765576105053 -0.0012484679177159111 -0.0041046378501399684 0.0040715674673116476 0.0028027845951838354 -0.0026765193589647434 -0.0050732435731936417 -0.0033311361677129787 0.0032998449596545157 -0.0023185605517766919 0.0037110272046551509 1.8494475010997105e-06
leaf_weight=0.00137637200482469 0.001495347909651135 0.0011036342840211903 0.0010075604103737274 0.0012268576858735303 0.0012778285589626903 0.0010987341603038818 0.001062823485711583 0.001678405947626061 0.0013295460360368992 0.001443375028428312 0.0014594281560233119
leaf_count=175 131 501 174 247 553 405 194 501 317 116 596
internal_value=0 -0.000456471 0.000854695 -1.79043e-05 -0.000453001 -0.00106329 -0.00025908 0.000480346 9.5326e-05 0.00118742 0.00176592
internal_weight=0 0.0102841 0.00527583 0.00918045 0.00795359 0.00657722 0.00547849 0.00441566 0.00426827 0.00293872 0.00313783
internal_count=3910 3172 738 2671 2424 2249 1844 1650 564 247 1097
is_linear=0
shrinkage=0.0120166


Tree=2683
num_leaves=12
num_cat=0
split_feature=15 15 151 3 4 15 457 49 43 15 0
split_gain=3.92416e-05 7.78018e-05 6.53728e-05 8.01329e-05 0.000100985 9.4385e-05 9.85651e-05 0.000124751 8.41223e-05 7.29909e-05 9.57223e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.088294999999999985 -0.08348499999999999 -0.08422499999999998 -0.095799999999999982 0.088175000000000017 -0.0057999999999999987 -0.079109999999999986 -0.031229999999999997 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7 -9 -10 -11
right_child=1 2 3 5 -6 6 -8 8 9 10 -12
leaf_value=0.0021200763193793214 -0.0034735576633120754 0.0033150626306433723 -0.00081723200981608348 -0.0048080515173883507 0.0037807140267221732 -0.0044621740171104296 0.0035224726957829634 -0.0031506322863749355 0.0040068430007970503 0.0026148316243303003 -0.0026772855740417375
leaf_weight=0.0014339253306648635 0.0012352211573501493 0.0010517756906096585 0.00172903315550278 0.0010110245139025777 0.001770535507778248 0.0014790494835605324 0.0010122280686196833 0.0011470849669479866 0.0010768842988506571 0.0011752263264331562 0.0013391429645602197
leaf_count=317 297 211 570 152 588 272 91 303 315 239 555
internal_value=0 -0.000230247 8.29344e-05 -0.000206624 0.00150901 -0.000935203 -0.000393605 -0.00103117 3.9806e-05 0.00105887 -0.000203729
internal_weight=0 0.0140272 0.012792 0.0117402 0.00349957 0.00824064 0.00722962 0.00621739 0.00473834 0.00359125 0.00251437
internal_count=3910 3593 3296 3085 1158 1927 1775 1684 1412 1109 794
is_linear=0
shrinkage=0.0135326


Tree=2684
num_leaves=11
num_cat=0
split_feature=124 48 0 4 16 52 4 16 2 15
split_gain=4.09169e-05 6.94485e-05 0.000120518 0.00022563 5.99731e-05 0.000124912 0.000207713 0.000156586 8.33051e-05 8.22586e-05
threshold=-0.061329999999999989 0.11930500000000001 -0.17106499999999999 0.0057500000000000008 -0.15168999999999996 -0.048794999999999991 -0.077679999999999985 0.10994000000000002 0.088895000000000016 -0.094449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 7 8 -6 -7 -4
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11
leaf_value=0.001968179698384274 -0.0019305746589728034 -0.0030822135361578055 0.0038195812234881679 0.005508036729272049 0.0036913112050777062 0.001852702666385337 -0.0055008992985039369 -0.001673172331964541 -0.0026595632605514552 -0.00068306083947244391
leaf_weight=0.0014249821140000863 0.0010414877024778066 0.001161275105358084 0.0010033334483238116 0.0014876041566520559 0.0014736872438024093 0.0014075306457786659 0.0018924679452596979 0.0018357199900104881 0.0010912126456708378 0.0015530967284125632
leaf_count=310 76 145 203 120 410 714 1070 487 174 201
internal_value=0 -0.000212302 4.8352e-05 0.00244479 -0.000542541 -0.00108255 -0.00243775 0.000715645 -0.000117825 0.00108411
internal_weight=0 0.0139474 0.0127861 0.00252909 0.010257 0.00770062 0.00439121 0.00330941 0.00249874 0.00255643
internal_count=3910 3600 3455 196 3259 2855 1958 897 888 404
is_linear=0
shrinkage=0.0122569


Tree=2685
num_leaves=12
num_cat=0
split_feature=13 39 48 48 51 0 3 4 0 13 1
split_gain=4.12177e-05 7.83368e-05 0.000117409 0.000111717 0.000127677 9.29976e-05 0.000112645 0.000111556 0.000101454 6.23803e-05 5.4685e-05
threshold=-0.45122499999999993 0.005105000000000001 0.11930500000000001 0.093225000000000016 0.08955500000000001 -0.19631499999999999 -0.08348499999999999 0.08734500000000002 -0.084154999999999994 0.0024700000000000004 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 8 -8 -7 -3
right_child=1 10 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.0024196117061612318 0.0029323333858410866 -1.9341263010533332e-05 -0.005111209005348367 0.0036496739076807647 -0.0054013363411698758 0.0026587465701275728 -0.0017316957766424826 0.0005019429512879769 -0.0075960572442394644 -0.001013920611540056 0.0044948287880730506
leaf_weight=0.001223370291246746 0.001500470488920996 0.0010062639980979843 0.0010268297585006208 0.0012525625079546866 0.0010001737638125298 0.001856263597914418 0.0012180108996522473 0.00141656242497064 0.001043720461700502 0.001677391718190804 0.0010394867833842156
leaf_count=112 117 204 107 219 303 823 436 188 766 408 227
internal_value=0 -0.00022213 -0.00064802 -0.000230066 -0.000730408 -0.000194192 -0.000844676 -0.00253551 -0.00443792 0.000915367 0.0022744
internal_weight=0 0.0140377 0.011992 0.0109652 0.00971259 0.00871242 0.00721195 0.00367829 0.00226173 0.00353366 0.00204575
internal_count=3910 3798 3367 3260 3041 2738 2621 1390 1202 1231 431
is_linear=0
shrinkage=0.0138033


Tree=2686
num_leaves=17
num_cat=0
split_feature=14 453 403 403 52 159 12 50 48 16 40 3 3 1 16 1
split_gain=0.000311572 0.000240818 0.000207709 0.000211172 0.000188745 0.000155934 0.000193674 0.000163326 0.000138945 0.000200532 0.0001653 0.000303311 0.000253773 0.000176142 0.000118115 9.30356e-05
threshold=0.064610000000000015 1.0000000180025095e-35 0.088015000000000024 -1.0000000180025095e-35 -0.40083499999999994 0.10519500000000001 0.11655500000000001 0.10625000000000001 0.08740500000000001 -0.094359999999999986 -0.064864999999999992 0.10420500000000001 -0.088024999999999978 0.094890000000000016 -0.083564999999999987 0.078340000000000007
decision_type=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 -10 -6 12 15 14 -14 -12
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17
leaf_value=-0.00057154968272785708 -0.00091982677515184018 -0.00068755946960954788 -0.00060612185910901 -0.00051778515701278764 -0.00013108511939802898 -0.00040961611400804526 -0.00042875301000020605 -0.0003249148503721202 -0.00033545930191704993 0.00046023614459536264 0.00056143830962067408 0.0012718029284646323 0.00028938616699841985 0.00060094491356719635 -0.00043730862859124467 0.0012228906679549788
leaf_weight=0.0011522798670068777 0.0010139809353715478 0.0012283557636731937 0.0011705857290268155 0.001050362047614657 0.0011020492582550475 0.0010452202120658635 0.0010625669347383024 0.0010381685002570163 0.0016756513458640273 0.001884834744875771 0.0014406819475008652 0.0013858380054499221 0.0011211377604253303 0.0015379327170169915 0.0014195568902548787 0.0010151872555480817
leaf_count=903 138 98 335 331 152 267 105 245 99 197 107 113 149 134 436 101
internal_value=0 3.06943e-05 7.68815e-05 0.000121469 0.000169061 0.000214928 0.000259384 0.000313066 0.000365703 8.57625e-05 0.000476175 0.000560671 0.000409854 0.000153942 -0.000116638 0.000834864
internal_weight=0 0.0203304 0.0191021 0.0179315 0.0167792 0.0157288 0.0146836 0.013621 0.0125829 0.00356049 0.00902238 0.00792033 0.0065345 0.00407863 0.00254069 0.00245587
internal_count=3910 3772 3674 3339 2436 2105 1838 1733 1488 296 1192 1040 927 719 585 208
is_linear=0
shrinkage=0.00167351


Tree=2687
num_leaves=11
num_cat=0
split_feature=2 40 3 16 15 4 42 2 2 47
split_gain=4.02802e-05 0.000117376 0.000135837 8.99386e-05 0.000119291 8.78769e-05 0.0001089 0.000102799 0.000119358 0.000100804
threshold=0.10946500000000002 -1.0000000180025095e-35 0.10666500000000002 -0.17157499999999998 -0.017214999999999998 -0.08422499999999998 -0.088249999999999981 0.089910000000000004 0.084065000000000015 0.086425000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 -5 -3 -7 8 9 -8
right_child=3 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.0038432678573285676 -0.0012590884494761922 -0.0028593038117746159 0.0040422883609304485 8.7284015540423914e-05 0.0052350098533112226 0.0038758921787877421 0.0018503722838989153 0.0019587144204698741 -0.0050617261707265136 -0.0029190862333757775
leaf_weight=0.0013169633975462997 0.0016815187665643822 0.0018217009218653843 0.0011339930974476652 0.0015455458037326908 0.001202491833543234 0.0010144923961747732 0.0015121421698495729 0.0017566580470098122 0.0010853993340997885 0.0011893722575164051
leaf_count=266 256 613 106 324 187 183 534 587 654 200
internal_value=0 -0.000413759 6.09787e-05 0.000973636 0.00233984 -0.000477793 0.000183744 -0.000491931 -0.00162873 -0.000249436
internal_weight=0 0.0108307 0.00951376 0.00442956 0.00274804 0.00837977 0.00655806 0.00554357 0.00378691 0.00270151
internal_count=3910 3143 2877 767 511 2771 2158 1975 1388 734
is_linear=0
shrinkage=0.0122569


Tree=2688
num_leaves=15
num_cat=0
split_feature=14 124 484 1375 457 13 132 133 1 13 3 52 15 1
split_gain=0.00021844 0.000139843 0.000161825 0.000134276 0.000147086 0.000186205 0.000206545 0.000161609 0.000145028 0.000137496 0.000241577 0.000144642 0.000200446 7.0555e-05
threshold=0.054835000000000009 -0.061329999999999989 -0.0043499999999999988 -0.072014999999999982 0.082870000000000013 -0.094679999999999986 0.079995000000000011 1.0000000180025095e-35 0.08844500000000001 -1.0000000180025095e-35 0.090325000000000003 0.071660000000000015 -0.098459999999999978 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 7 9 -5 -7 11 12 -11 -12
right_child=-2 2 3 4 -6 6 -8 -9 -10 10 13 -13 -14 -15
leaf_value=0.00046022081392988433 -0.00074320812837853423 -0.00060473549545411319 -0.00054491051231467269 3.2577865440371348e-05 0.000558470992691012 -0.00052221495104195137 0.00056666920090364962 -0.00079026083385498331 0.0006824815176616274 0.00059698174179462346 -0.00066236525793660018 0.0007385073124148929 -0.00034405411933709375 -0.00013339069319662179
leaf_weight=0.0017316024481288201 0.0010100291725925531 0.0011408416740939223 0.0010109533690552215 0.0019857946689830546 0.0013932934005160833 0.0016307660045676393 0.0010611684504846326 0.0010089891764323575 0.0016076280000570133 0.0010064461144942277 0.0011637640994035525 0.0011716463534466072 0.0014007564994964168 0.0014847394251276125
leaf_count=301 147 566 109 135 164 798 230 730 183 44 96 131 225 51
internal_value=0 2.46696e-05 -1.95216e-05 2.23997e-05 6.08526e-05 9.57733e-06 -0.000103983 -0.000184243 0.000323332 -0.000106429 2.45305e-06 0.000274994 4.93909e-05 -0.000365824
internal_weight=0 0.0187984 0.0170668 0.0159259 0.014915 0.0135217 0.00992828 0.00886711 0.00359342 0.00785812 0.00622735 0.00357885 0.0024072 0.0026485
internal_count=3910 3763 3462 2896 2787 2623 2305 2075 318 1345 547 400 269 147
is_linear=0
shrinkage=0.00160853


Tree=2689
num_leaves=11
num_cat=0
split_feature=0 52 12 157 160 133 42 15 0 3
split_gain=3.92918e-05 0.000116642 0.000102604 7.69089e-05 9.99857e-05 8.58474e-05 0.000119626 9.50617e-05 0.000179802 3.36354e-05
threshold=-0.017269999999999997 -0.27466499999999994 0.082640000000000005 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.088115000000000013 -0.073314999999999991 -0.14733499999999997 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 7 8 -7 -9
right_child=2 3 -4 4 5 6 -8 9 -10 -11
leaf_value=-0.0041558267434881431 0.0037874869504695278 0.0029601955746951384 -0.0006995575515513614 -0.0029515882022283272 -0.0026154470525629895 -0.0015867427081079923 0.0038495928530825757 -0.0036054073096666271 0.0043885263183267003 -0.00056386403041420855
leaf_weight=0.0010885573568535463 0.0013339535696724023 0.0012138745931743718 0.00179696444720341 0.0017655654422084567 0.0012990782651686504 0.0015385353406642559 0.0015216890801963995 0.0010349843480046733 0.0014885291892612589 0.0011566754801170861
leaf_count=325 243 317 203 793 769 128 430 343 262 97
internal_value=0 -0.000328236 0.00121218 4.98904e-05 -0.000310408 0.000269626 0.000825665 -5.60593e-05 0.00135154 -0.0020002
internal_weight=0 0.0121075 0.00313092 0.0110189 0.00980506 0.00803949 0.00674041 0.00521872 0.00302706 0.00219166
internal_count=3910 3464 446 3139 2822 2029 1260 830 390 440
is_linear=0
shrinkage=0.0122569


Tree=2690
num_leaves=17
num_cat=0
split_feature=14 453 11 3 124 3 150 1 3 16 2 1 160 2 4 42
split_gain=0.000338323 0.000187768 0.000180095 0.000217726 0.000214642 0.000164958 0.000280023 0.000152184 0.0002432 0.000232946 0.000215929 0.000168808 0.00013178 0.000140753 0.000291675 7.42907e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 0.096385000000000012 0.087865000000000013 0.077800000000000022 -0.078494999999999995 0.0015250000000000001 1.0000000180025095e-35 0.095575000000000007 -0.080734999999999987 0.113945 0.0057500000000000008 0.090325000000000003
decision_type=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 -9 -7 14 -14 -13
right_child=-2 -3 -4 4 5 12 -8 10 -10 -11 -12 15 13 -15 -16 -17
leaf_value=0.00080200552380321212 -0.0010390780035864249 -0.00066523951072958631 -0.00065186428729885142 0.00068637825262909621 -0.00049246553316898193 -0.00031968956759557314 -0.00099446276758273478 -0.00063492686973799935 -0.001045677699924243 0.00054297998907145404 0.00083413717258828436 0.00054341693863721148 -1.9367525824823244e-05 -6.7536210421729464e-05 0.0011478776950379372 -8.6827212280063496e-05
leaf_weight=0.0014313543479495114 0.0010015270609504958 0.0011704036491237959 0.0010381470974665232 0.0016504881062932427 0.0015770865622252083 0.0010498893982782143 0.0011170776670740854 0.001092288710490677 0.0010420997013710423 0.001301159957341212 0.0012458220374247566 0.0011997536624871741 0.0012637351479827261 0.0014276776168890074 0.0015817187190516023 0.0012564630638445852
leaf_count=142 135 98 123 281 1011 74 210 401 484 234 164 107 80 134 74 158
internal_value=0 3.92442e-05 8.20219e-05 0.000123799 6.60347e-05 -1.52623e-06 -0.000140587 -3.1134e-05 -0.000295856 -2.43749e-05 0.00018533 -4.24551e-05 0.000255322 0.0003966 0.000629476 0.000221019
internal_weight=0 0.0204452 0.0192748 0.0182366 0.0168053 0.0151548 0.00983175 0.00871467 0.00392035 0.00287825 0.00479433 0.00354851 0.00532302 0.00427313 0.00284545 0.00245622
internal_count=3910 3775 3677 3554 3412 3131 2769 2559 1729 1245 830 666 362 288 154 265
is_linear=0
shrinkage=0.00181146


Tree=2691
num_leaves=17
num_cat=0
split_feature=14 403 124 484 52 157 150 49 52 160 15 160 133 12 15 1
split_gain=0.000247457 0.000194124 0.000159133 0.000159494 0.000155493 0.000212002 0.000182094 0.000158943 0.000187527 0.000254819 0.000200276 0.000192086 0.00013707 0.000128452 0.000170691 0.000121681
threshold=0.05884000000000001 -1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.40083499999999994 -0.077534999999999979 -1.0000000180025095e-35 0.082865000000000008 -0.081429999999999989 0.08234000000000001 -0.063364999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10129000000000001 0.083935000000000023 0.095155000000000017
decision_type=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 11 -8 -10 -13 14 15 -14
right_child=-2 2 3 4 5 6 7 -9 9 -11 -12 12 13 -15 -16 -17
leaf_value=-0.00064984450090629215 -0.00082315363471309065 0.00054346372321769547 -0.00057506541550928338 -0.00056103209094247864 0.00083136955323921517 -0.00059904163461629433 0.00098595403262104957 0.00061467453960240188 -0.00063758732030413825 -0.00079874425719429873 -2.8665093754535921e-05 -0.00032689248533630393 -7.5363947837140294e-05 -0.00018028587138684411 0.00097733659997181776 0.00062796819877497881
leaf_weight=0.0011295605066757369 0.0010149828978236663 0.0017604870534203418 0.0011932212045423348 0.0010558156985301997 0.0010423463179966572 0.0011172224073130463 0.0010853675503849636 0.0015132130553316388 0.0010207204439438861 0.0011705896520010084 0.0010940825769827347 0.0013889859551892399 0.001750117578112058 0.00136275887577407 0.0010956505098482783 0.0011361123895765896
leaf_count=906 141 279 502 316 222 83 82 239 304 80 75 323 100 73 66 119
internal_value=0 2.3962e-05 6.4475e-05 1.49481e-05 5.94133e-05 0.000103744 4.85235e-05 0.000105862 3.65253e-05 -7.09439e-05 0.000476616 3.89243e-05 0.000141474 0.000263195 0.000414971 0.00020149
internal_weight=0 0.0199163 0.0187867 0.0170262 0.015833 0.0147772 0.0137348 0.0126176 0.0111044 0.00892494 0.00217945 0.00775435 0.00673363 0.00534464 0.00398188 0.00288623
internal_count=3910 3769 2863 2584 2082 1766 1544 1461 1222 1065 157 985 681 358 285 219
is_linear=0
shrinkage=0.00167351


Tree=2692
num_leaves=17
num_cat=0
split_feature=14 11 3 124 13 1 0 13 16 43 0 0 15 160 1 1
split_gain=0.000210995 0.000129088 0.000200705 0.000168621 0.000151239 0.000258719 0.00015621 0.000261079 0.000174746 0.000145274 0.000119795 0.000220141 0.000126625 0.000112928 0.000160343 0.000205043
threshold=0.054835000000000009 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 -0.094679999999999986 0.08844500000000001 -0.053834999999999994 0.11596500000000001 -0.41862999999999995 0.088185000000000013 -0.070894999999999986 -0.082994999999999985 -0.11739999999999999 -0.026849999999999995 0.094695000000000015 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 9 8 -8 -6 -5 11 12 -10 -14 15 -15
right_child=-2 -3 3 4 6 -7 7 -9 10 -11 -12 -13 13 14 -16 -17
leaf_value=0.00075105922672638256 -0.00085423591339496454 -0.00062787879566246344 0.00055939254144847224 -0.00056966787917144175 -0.00071254734632649635 0.0010019990347379724 -0.0012639288129828101 4.750315961915931e-05 -0.00052733822286659023 0.00038285149704006896 0.00058433848262471407 -0.00083190490254713312 0.00076761300533710326 0.0002753438514089602 0.00055695930855826671 -0.00075186170596837376
leaf_weight=0.0013879176843777574 0.0010174212947439065 0.0010172730935087406 0.0017578716924629518 0.0011108532916493203 0.0012574610432344964 0.0011913293003312092 0.0010909528419346766 0.0010660812043461476 0.0010109496037521079 0.0011653283475926215 0.0012290421370415123 0.001093082110184114 0.0010096439087878446 0.0014825165679170213 0.0015306403581903105 0.0012915268922735756
leaf_count=143 147 121 292 112 167 184 265 50 156 66 289 857 363 537 62 99
internal_value=0 2.59092e-05 6.15223e-05 6.16249e-06 -5.64611e-05 0.000290422 -0.000156182 -0.000615774 -5.60941e-05 -8.201e-05 3.9364e-05 -5.09251e-05 8.40374e-05 0.00020034 6.72887e-05 -0.000202898
internal_weight=0 0.0196925 0.0186752 0.0172873 0.0155294 0.00346751 0.0120619 0.00215703 0.00990486 0.00227618 0.0086474 0.00741836 0.00632528 0.00531433 0.00430468 0.00277404
internal_count=3910 3763 3642 3499 3207 362 2845 315 2530 178 2363 2074 1217 1061 698 636
is_linear=0
shrinkage=0.00188464


Tree=2693
num_leaves=17
num_cat=0
split_feature=403 403 453 11 4 160 16 43 52 42 3 2 2 0 15 1
split_gain=0.000188393 0.00014315 0.00016204 0.000164493 0.000189203 0.000128017 0.000166263 0.000125691 0.000188209 0.00015395 0.000169462 0.000147843 0.000208788 0.000254115 0.000130987 8.15396e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 0.08776500000000001 0.27608500000000008 -1.0000000180025095e-35 -0.008069999999999999 -0.074254999999999988 -0.087604999999999988 -0.09602999999999999 -0.075954999999999981 0.083585000000000007 0.10362500000000001 -0.10943499999999999 -1.0000000180025095e-35 0.10982000000000001
decision_type=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 -7 14 -10 13 -13 -11 -14
right_child=1 -3 -4 -5 -6 7 -8 8 11 10 -12 12 15 -15 -16 -17
leaf_value=-0.00070726222602293871 -0.00078996873639490604 -0.0005824726001669616 -0.00056990635752093811 -0.0005751047987855337 0.00074746592715964322 -0.00015030459876167634 0.00013689986242213892 -0.00066919762396478539 -0.00037098408245507964 -0.00013735739066693652 0.0011897673771644236 0.0001324751723643179 -0.0004424593022326807 0.0013349745752630532 0.00071205808023501026 0.00025691969672120583
leaf_weight=0.0011799801333644442 0.0010993642374277036 0.0011500647869519846 0.0011844302209781379 0.001034054260869186 0.0015381911431868725 0.0011861659154923238 0.0013724181516767704 0.001061780507311226 0.0013363200208868541 0.0010490937787704657 0.0010393178600116371 0.0012110177137717999 0.0010640505326753036 0.001022038251553115 0.0012606619611473802 0.00103934648691828
leaf_count=930 515 343 95 155 325 82 330 181 166 251 158 59 62 139 63 56
internal_value=0 2.44614e-05 6.43519e-05 0.000110401 0.000156792 9.06741e-05 -0.00027534 0.000170951 1.70405e-05 0.000399499 0.000594227 0.000145485 0.000304639 0.000682842 0.000326253 -9.68768e-05
internal_weight=0 0.0186483 0.0174983 0.0163138 0.0152798 0.0137416 0.00247178 0.0112698 0.00673455 0.00453524 0.00334907 0.00567277 0.00433645 0.00223306 0.00230976 0.0021034
internal_count=3910 2980 2637 2542 2387 2062 845 1217 663 554 472 482 316 198 314 118
is_linear=0
shrinkage=0.00177594


Tree=2694
num_leaves=13
num_cat=0
split_feature=1 123 13 47 151 4 43 2 0 43 2 51
split_gain=4.19849e-05 8.49006e-05 0.000100463 9.00358e-05 8.47014e-05 9.91698e-05 9.69864e-05 8.1438e-05 0.000115211 0.00014474 7.31419e-05 4.49864e-05
threshold=0.12730000000000002 1.0000000180025095e-35 0.16421000000000002 0.09252500000000001 -0.083919999999999981 0.05309500000000001 -0.083899999999999988 0.087995000000000004 -0.22384499999999996 0.079060000000000005 0.10648500000000001 -0.025709999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 -10 -7 -2
right_child=11 -3 -4 -5 5 10 7 8 9 -11 -12 -13
leaf_value=-0.0034832488647274147 -0.00014059937337865456 0.0032441407570129106 -0.0046727216059485053 -0.0037718786498808503 0.0029265625844221888 0.005357129851638812 -0.0033277993941131278 0.0038694303497286545 -0.0053280936702638903 0.0020002864772145808 0.00034837771497910948 0.0038766693930041402
leaf_weight=0.0010713422708346796 0.0011106612083358058 0.0011704584119980798 0.0010771683004093648 0.0012347979332566423 0.0014454981561881144 0.0012483394016152942 0.001965045661237546 0.0010949416609236096 0.00102996740121746 0.0010240329933540251 0.0010008371818406858 0.0010178310425653083
leaf_count=261 92 231 177 302 381 208 1019 37 643 129 177 253
internal_value=0 -0.00030689 -0.000647797 -0.00025773 0.000181467 0.000627183 -0.000230436 -0.00112278 0.000253227 -0.00167449 0.00312834 0.00178043
internal_weight=0 0.0133624 0.012192 0.0111148 0.00988 0.00880866 0.00655949 0.00511399 0.00314894 0.002054 0.00224918 0.00212849
internal_count=3910 3565 3334 3157 2855 2594 2209 1828 809 772 385 345
is_linear=0
shrinkage=0.0138033


Tree=2695
num_leaves=13
num_cat=0
split_feature=1 0 133 13 43 39 48 16 51 16 12 2
split_gain=4.11322e-05 0.000108688 0.000127374 8.27502e-05 7.66106e-05 9.22149e-05 0.000101569 0.000150277 0.000112288 9.20487e-05 5.22671e-05 6.09521e-10
threshold=0.085835000000000009 -0.083674999999999986 1.0000000180025095e-35 0.0015650000000000002 -0.24333999999999997 0.005105000000000001 0.11930500000000001 -0.09601999999999998 -0.0084849999999999978 -0.069144999999999984 0.084100000000000022 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -2 6 7 11 -9 -10 -1 -6
right_child=4 2 -4 -5 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.001394902067628233 -0.0034139462372405867 -0.00039758418288267074 -0.0029433415041423888 0.0055930033938439974 0.0046759472093261239 0.0050343895212230901 -0.0040099705585888998 0.0024388163661808898 -0.00010411711049563221 -0.0062729277125539969 -0.0063222661299311995 0.004693068892128149
leaf_weight=0.0010240155280317709 0.0010213656999199733 0.0010188849331618094 0.0015233741115873679 0.0012295937790649386 0.001006667672320309 0.0012268023418875711 0.0010642520041207193 0.0018133287527294798 0.0013967150681295515 0.0010051199842257802 0.0010572994116551362 0.0010030036827322689
leaf_count=321 63 322 544 160 156 350 92 347 276 296 853 130
internal_value=0 -0.00104639 0.00052712 0.0028784 0.000608969 0.00109146 0.000427842 0.00118657 -0.000481142 -0.00268564 -0.00389798 0.00468449
internal_weight=0 0.00585317 0.00377185 0.00224848 0.00953726 0.00851589 0.00728909 0.00622484 0.00421516 0.00240184 0.00208131 0.00200967
internal_count=3910 2200 1026 482 1710 1647 1297 1205 919 572 1174 286
is_linear=0
shrinkage=0.0155448


Tree=2696
num_leaves=17
num_cat=0
split_feature=14 403 403 11 3 124 159 453 150 40 4 49 42 2 0 13
split_gain=0.000259718 0.000156031 0.000170025 0.000160795 0.000210473 0.00017893 0.000195701 0.00015118 0.000150403 0.00020635 0.000155003 0.000141012 0.000183074 0.000335557 0.00011873 3.1105e-05
threshold=0.05884000000000001 -1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 -0.14218999999999996 -0.048219999999999992 0.096890000000000018 1.0000000180025095e-35 0.090695000000000012 -0.062739999999999976 -0.23071499999999998 -0.084114999999999981 -0.088669999999999985 0.081615000000000007 -0.13506999999999997 -0.034809999999999987
decision_type=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 -7 -11 -12 -13 15 -15 -14
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 11 12 13 14 -16 -17
leaf_value=-0.00057430671002893562 -0.00083662474041192665 0.00085150648383165728 -0.00056105301878101011 -0.00052421881948891392 0.00059845470507820069 -0.00048907809499260438 -0.00066538306706798384 -0.00052772311614875491 -0.00030225181217659791 -0.00029758743809323051 -0.00010200298887686074 0.0010971020801809825 2.9686622959588303e-05 0.00031325710373606412 0.00093802822316232817 -0.00037708009219287081
leaf_weight=0.0011288748103070829 0.0010061246952222857 0.0010313618303546259 0.0011363218875884143 0.0010638056227660888 0.0016378058125742822 0.0010128114424114683 0.0010236870087616682 0.0010129874594292385 0.0018069808684226052 0.0010553854235934171 0.0013879456499559292 0.0010618874517177449 0.0010022944360546168 0.0014314121906693344 0.0019131676070079061 0.0010221128826394194
leaf_count=906 141 120 336 135 265 91 287 74 241 99 82 119 248 99 588 79
internal_value=0 1.79589e-05 5.39049e-05 9.39188e-05 0.000134015 8.58654e-05 2.47234e-05 8.0319e-05 0.00013299 0.000212537 0.000292612 0.000372277 0.000474638 0.000351527 0.000670639 -0.000175688
internal_weight=0 0.0197288 0.0186 0.0174636 0.0163998 0.0153685 0.0137307 0.012707 0.011694 0.00988702 0.00887421 0.00781882 0.00643087 0.00536899 0.00334458 0.00202441
internal_count=3910 3769 2863 2527 2392 2272 2007 1720 1646 1405 1314 1215 1133 1014 687 327
is_linear=0
shrinkage=0.0016407


Tree=2697
num_leaves=12
num_cat=0
split_feature=11 3 159 16 150 52 13 43 16 13 4
split_gain=4.44825e-05 5.57222e-05 5.67733e-05 8.79777e-05 7.53208e-05 6.76867e-05 0.00015369 0.000124151 0.000135498 0.000124034 5.1338e-05
threshold=0.08184000000000001 -0.14218999999999996 0.09141500000000001 -0.41862999999999995 0.090480000000000019 -0.015539999999999998 -0.00059999999999999995 -0.0037249999999999996 -0.083564999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -7 -9 -11
right_child=-2 2 -4 4 -6 7 -8 9 -10 10 -12
leaf_value=0.0039332396169157076 -0.0033637987517334336 -0.0035286284418723701 -0.0036600121433775358 0.006624464727493241 -0.0029954874031133316 0.0015798140682121435 -0.00074182487026900148 -0.0013181530625819412 -0.0068169368116006417 0.007479312232241111 0.0023118340185303717
leaf_weight=0.0010600014945340791 0.0010520578162443112 0.0015164217502913356 0.0011433462402910656 0.001775799332485525 0.0012964299815537697 0.0010152525869743031 0.0014621540766509523 0.0016992031353609462 0.0011724442948716589 0.0010279675975821134 0.001156903842194453
leaf_count=165 224 279 409 540 183 392 229 540 761 91 97
internal_value=0 0.000220858 -7.57768e-05 0.000262272 0.000804278 0.00133342 0.00329809 0.000285696 -0.00292023 0.00209142 0.0047431
internal_weight=0 0.0143259 0.0132659 0.0121226 0.0106062 0.00930972 0.00323795 0.00607177 0.0021877 0.00388407 0.00218487
internal_count=3910 3686 3521 3112 2833 2650 769 1881 1153 728 188
is_linear=0
shrinkage=0.0168261


Tree=2698
num_leaves=16
num_cat=0
split_feature=14 403 52 157 1 14 376 151 3 52 13 15 0 2 49
split_gain=0.000171975 0.000141336 0.000140322 0.000187404 0.000134769 0.000233256 0.000131592 0.000166696 0.000189116 0.000220461 0.000221 0.000198943 0.000210532 0.000138976 0.000137564
threshold=0.054835000000000009 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 0.14000500000000002 -1.0000000180025095e-35 0.048375000000000008 -0.083919999999999981 -0.15121499999999996 0.10218500000000001 -0.083514999999999992 0.085120000000000015 -0.10131499999999999 0.086915000000000006 -0.042499999999999989
decision_type=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 -9 10 13 12 14 -10 -12
right_child=-2 2 3 4 -6 6 -8 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.00054896534213492196 -0.00067751518220237543 -0.00053310142361499412 0.00067761177370387175 -0.00064568164594279833 0.00058766592065823131 -0.00053261464134486149 0.00061745582542880825 0.00074162502727021309 6.6554505845362925e-05 -0.00062904873301929543 -0.00037226618687144128 0.00047408643807138047 -0.0007619060723761331 0.00080374402517061668 0.00035800425079642327
leaf_weight=0.0011136827138038949 0.0010070587424608956 0.0010347930695948837 0.0013418115864431831 0.001378892941721198 0.0011168600204661859 0.0013310597269212349 0.0010618356282952679 0.0010577368670655453 0.001218697031145472 0.0012599567754828832 0.0013310493537586066 0.0013191223636975224 0.0014525091067038617 0.0015820224013496365 0.0014516809619268835
leaf_count=906 147 360 313 112 142 196 134 78 199 405 59 224 358 191 86
internal_value=0 1.8179e-05 5.33901e-05 8.92943e-05 3.85656e-05 -3.89106e-06 6.38407e-05 1.4869e-05 8.31486e-05 1.07106e-05 0.000107187 -8.22946e-05 -0.000255587 0.000482965 8.69768e-06
internal_weight=0 0.0190517 0.017938 0.0169032 0.0155614 0.0144446 0.0130657 0.0120038 0.0106728 0.00961504 0.00835508 0.00555436 0.00423524 0.00280072 0.00278273
internal_count=3910 3763 2857 2497 2184 2042 1930 1796 1600 1522 1117 727 503 390 145
is_linear=0
shrinkage=0.0016407


Tree=2699
num_leaves=18
num_cat=0
split_feature=14 403 403 124 123 12 50 48 1 0 159 12 3 2 150 15 3
split_gain=0.000335004 0.00017823 0.000193866 0.000158093 0.000269432 0.000299223 0.000276724 0.000227755 0.000348162 0.000292749 0.00018908 0.000261006 0.000200047 0.000161373 0.000145495 0.000152403 0.000117414
threshold=0.05884000000000001 0.088015000000000024 0.010605000000000002 0.11158000000000001 1.0000000180025095e-35 -0.0089849999999999982 0.082310000000000008 0.11930500000000001 0.11198000000000001 -0.10575999999999998 0.089930000000000024 0.099370000000000014 -0.115685 0.10113500000000002 0.087235000000000021 -0.098459999999999978 -0.078669999999999976
decision_type=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 -7 14 15 -14 -17
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18
leaf_value=-0.00098019677213161517 -0.001033742700144006 -0.00065280264188051051 0.00085238850484451725 0.00072873835492884959 0.00074522455876344324 0.00083735427143303523 -0.00076557129435026708 -0.00070648642908503669 0.001243470586477742 -1.641847913979544e-05 -0.00074154463693053285 -0.00076623888434599881 -0.00017231536397808103 -0.00055907182697987245 -0.00038639033821422 0.0001333859029206467 0.00092504227870053276
leaf_weight=0.0011151645326747507 0.0010090825604223827 0.0011621839116030741 0.0010046131634596214 0.0010161047836949209 0.0014311226016436576 0.0013267711655643982 0.0014197783659931499 0.0011139564352950432 0.0015324167440620984 0.0010001822519665237 0.0010346114389780886 0.0010464096353802188 0.001165710576371352 0.0011228142251939223 0.0010679955195369295 0.0010070837803906867 0.001578062243501285
leaf_count=170 141 336 147 40 292 134 565 85 80 157 213 211 124 169 153 682 211
internal_value=0 3.58158e-05 7.79751e-05 3.47012e-05 -6.87478e-06 -7.61781e-05 -6.24576e-06 7.67084e-05 0.000150134 0.000745911 -1.12514e-05 7.96185e-05 0.000201393 5.93837e-05 0.000203487 0.000371445 0.00061664
internal_weight=0 0.020145 0.0189828 0.0179782 0.0169621 0.015531 0.0144158 0.012996 0.0118821 0.0025326 0.00934946 0.00831485 0.00726844 0.00594167 0.00481885 0.00375086 0.00258515
internal_count=3910 3769 3433 3286 3246 2954 2784 2219 2134 237 1897 1684 1473 1339 1170 1017 893
is_linear=0
shrinkage=0.00181146


Tree=2700
num_leaves=16
num_cat=0
split_feature=14 124 484 40 48 403 457 0 1 1 42 42 43 0 3
split_gain=0.000259805 0.000178593 0.000165785 0.000167646 0.00018812 0.00024526 0.000167068 0.000231202 0.000261144 0.000159792 0.000143553 0.000135648 0.000129926 0.000126264 0.000124738
threshold=0.064610000000000015 -0.061329999999999989 -0.0043499999999999988 -0.064199999999999993 0.12738500000000003 0.088015000000000024 -0.067474999999999993 -0.15291499999999997 0.10444500000000001 0.12958500000000003 0.091955000000000023 0.088235000000000022 0.0016850000000000001 -0.10575999999999998 -0.08348499999999999
decision_type=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 -8 10 11 12 13 -9 -15
right_child=-2 2 3 4 -6 -7 7 9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.00050471175097481589 -0.00084532208188325898 -0.00062384018715091246 -0.00057853431621686011 -0.00048649568458993832 -0.00063132865202573853 -0.00065617898616990246 0.00024519035288747527 0.00033747958245843588 0.0013286070825644942 0.00066913094154644919 -0.00046226157154629011 0.00065178711897987795 0.00046450609710500671 2.6451493825648672e-05 -0.0005918598760782937
leaf_weight=0.001952293394461845 0.0010120425439878586 0.0012195077937625877 0.0012387365458226543 0.0010128636918065844 0.0010300842777407606 0.0010906705576571142 0.0016205289267442443 0.0013378365338775622 0.0010123120275626896 0.0012398465412910365 0.0014091633229059899 0.001139006901814954 0.0014613789706794458 0.0019513936544379353 0.0017184989664022106
leaf_count=301 138 566 143 146 79 297 77 93 62 107 409 224 235 674 359
internal_value=0 2.33381e-05 -2.75109e-05 1.46172e-05 6.0472e-05 0.000108 0.00016795 0.000219374 0.000661758 0.000105822 2.83685e-05 0.000119242 2.54778e-05 -0.000102641 -0.000263085
internal_weight=0 0.0204341 0.0184818 0.0172623 0.0160236 0.0149935 0.0139028 0.01289 0.00263284 0.0102571 0.00901728 0.00760812 0.00646911 0.00500773 0.00366989
internal_count=3910 3772 3471 2905 2762 2683 2386 2240 139 2101 1994 1585 1361 1126 1033
is_linear=0
shrinkage=0.00167351


Tree=2701
num_leaves=17
num_cat=0
split_feature=14 403 403 453 52 157 160 1 1375 16 43 1 4 16 0 1
split_gain=0.000268006 0.000202617 0.000192995 0.00018421 0.000195956 0.000169089 0.000273521 0.000246762 0.000169689 0.000263251 0.000147216 0.000182721 0.000255928 0.00021916 0.000151473 8.2924e-05
threshold=0.064610000000000015 0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 -1.0000000180025095e-35 0.11198000000000001 -1.0000000180025095e-35 -0.50763499999999995 -0.15648499999999999 0.094695000000000015 -0.0017649999999999999 0.15100500000000003 -0.074249999999999997 0.10982000000000001
decision_type=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 -8 -10 14 12 13 -12 -11 -13
right_child=-2 -3 3 -5 5 6 8 -9 9 10 11 15 -14 -15 -16 -17
leaf_value=-0.00060383431352523695 -0.00087163470103090199 -0.00065945254241840884 -0.00056637821466742498 -0.00055181225000389134 0.00080491148518297936 -0.00096917673160995641 -0.0003308949762284262 0.00012309458803636859 0.0010188984195883097 0.00012069992086082149 0.00054436952615680156 0.00080396082011625718 -0.00069672940177457757 -0.00039423333577605021 0.0010195904019335155 0.00019908679110498923
leaf_weight=0.0011873926543137471 0.0010323402800488648 0.0012034617058185098 0.0010374849548908894 0.0011577150632643409 0.001238582294937147 0.0011073884245222992 0.0012949632824693679 0.0013222726181996436 0.0013813053101048569 0.0010090170058274506 0.0018361298257462467 0.0011368666893952664 0.0014562791099900882 0.001197676038441009 0.0011909648671473141 0.0015757448692069746
leaf_count=906 138 336 331 94 302 501 65 143 152 48 289 133 171 31 47 223
internal_value=0 1.991e-05 6.26489e-05 0.000106756 0.00015218 0.000199521 0.00014784 -0.00037474 0.000252956 0.000323066 0.000220844 0.000102801 -0.00010852 0.000173831 0.000607316 0.000452592
internal_weight=0 0.0203332 0.0191298 0.0179424 0.0167847 0.0157472 0.0145086 0.00242966 0.0120789 0.010784 0.00940268 0.0072027 0.00449008 0.00303381 0.00219998 0.00271261
internal_count=3910 3772 3436 2530 2436 2105 1803 644 1159 1094 942 847 491 320 95 356
is_linear=0
shrinkage=0.00170698


Tree=2702
num_leaves=12
num_cat=0
split_feature=1 4 16 13 39 4 52 52 2 16 15
split_gain=4.13967e-05 9.65117e-05 7.42721e-05 7.00644e-05 8.10385e-05 0.000131533 8.84517e-05 0.000105042 6.91014e-05 6.87597e-05 0.000116315
threshold=0.085835000000000009 -0.083329999999999987 -1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.034289999999999994 -0.081429999999999989 0.0033900000000000002 0.090905000000000014 0.20277000000000003 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -2 5 -5 -7 8 -8 10 -1
right_child=3 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0043115968126226879 0.0031958780708479526 -0.0049365563315708723 -7.9552974218135959e-05 -0.0050178590694650305 0.0030922235983374558 0.0039749269604601742 -0.00012073210775780627 0.0029912483617844637 -0.0046212791582658595 0.003806835673658201 0.0026386219896860092
leaf_weight=0.001016736118360429 0.0017706248477619693 0.0016656240260133391 0.0011364855210851061 0.0012405884704908459 0.0014588461581235106 0.0011017121235687996 0.0016039296856242627 0.0011832275238389811 0.0013465933589482774 0.0010614082046269679 0.0010504611144151344
leaf_count=79 285 1230 414 547 327 106 164 147 134 51 426
internal_value=0 -0.000992163 -0.00296664 0.000561186 -2.67296e-05 -0.000729329 0.000286875 -0.000696051 -0.00217474 0.000776263 -0.000779793
internal_weight=0 0.00593071 0.00280211 0.00970552 0.0079349 0.00647605 0.00523546 0.00413375 0.00295052 0.00312861 0.0020672
internal_count=3910 2200 1644 1710 1425 1098 551 445 298 556 505
is_linear=0
shrinkage=0.0146482


Tree=2703
num_leaves=16
num_cat=0
split_feature=403 453 403 52 160 474 1 160 124 13 2 12 2 4 2
split_gain=0.000160928 0.000141795 0.000131708 0.000116246 0.000134565 0.000183783 0.00023513 0.000125669 0.000118726 0.000135873 0.000157808 0.000127257 0.000124131 0.000116587 5.179e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.088015000000000024 -0.27466499999999994 -1.0000000180025095e-35 0.084655000000000022 0.11198000000000001 0.087825000000000014 -0.018779999999999995 0.16421000000000002 0.083585000000000007 0.090385000000000007 0.10796500000000002 0.0057500000000000008 0.091525000000000009
decision_type=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 -6 10 11 -10 14 -9 -12
right_child=1 -3 -4 4 7 -7 -8 13 9 -11 12 -13 -14 -15 -16
leaf_value=-0.00064324451290654076 -0.00032632095543810846 -0.00057089038501690085 -0.00051290026587926289 -0.00092986285365514098 -0.00018837171479267465 0.00046585175404877479 0.00018340003155305429 -0.00052496759928102193 -0.00024430410419522004 -0.0001507372205628756 0.00075576742847444556 0.00059056374199115006 0.00039582204373790505 0.00025486131105254006 0.0012751872882118555
leaf_weight=0.0011146692220368 0.0016063275819478825 0.0010875726928928344 0.0010721244983753131 0.0012345284376991386 0.0010480279115274967 0.0010547647280072549 0.0010767780369579372 0.0010525787419838365 0.001156667832673171 0.0010269081469065355 0.0012557016914007679 0.0010613508420158069 0.001881590322186653 0.0012977001130923121 0.0010845156986343182
leaf_count=930 364 96 342 587 164 254 109 175 146 58 129 103 201 112 140
internal_value=0 3.84989e-05 7.7693e-05 0.000117673 0.000167789 -0.00013639 -0.000411222 0.000262026 0.000360404 0.00043743 0.000531221 0.000155191 0.000728776 -9.43872e-05 0.00099648
internal_weight=0 0.0179971 0.0169096 0.0158374 0.0142311 0.00336607 0.00231131 0.010865 0.00851476 0.00746673 0.00643983 0.00221802 0.00422181 0.00235028 0.00234022
internal_count=3910 2980 2884 2542 2178 950 696 1228 941 777 719 249 470 287 269
is_linear=0
shrinkage=0.00174112


Tree=2704
num_leaves=12
num_cat=0
split_feature=484 42 15 12 1 51 160 4 4 47 2
split_gain=4.37117e-05 6.43206e-05 7.79717e-05 0.000192916 8.84383e-05 7.99381e-05 0.000108906 0.000103531 0.000143055 0.000153424 7.20857e-05
threshold=-0.0043499999999999988 0.10138000000000001 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 -0.09021499999999999 -0.079684999999999992 -0.00072999999999999985 0.05309500000000001 0.09252500000000001 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 -6 -7 -8 -9 -10 -2
right_child=1 -3 3 -5 5 6 7 8 9 -11 -12
leaf_value=-0.0027654250126805772 -0.0039022356731296813 -0.0032268826287613584 -0.0050851946171995305 0.0016723298075280461 0.0047735680876926237 -0.0029540194270697246 0.0060535578187742665 -0.0031177002746848137 0.0071787360973645312 -0.0004786792539695525 0.00079999375810402469
leaf_weight=0.0011146246643821195 0.0011069688088741723 0.0010559773412427169 0.0015903417376373586 0.0019270222549318955 0.0016104164839959301 0.001079288418420303 0.0010573918231453145 0.0011828985023668538 0.0010108542736162985 0.0011575983675335348 0.0017125916047391046
leaf_count=612 432 422 408 707 207 145 259 120 221 99 278
internal_value=0 0.000185842 0.000454072 -0.00138302 0.00110558 0.00196026 0.00113472 0.00213566 0.000899522 0.00309093 -0.00104612
internal_weight=0 0.0144913 0.0134354 0.00351736 0.00991801 0.00709845 0.00548803 0.00440874 0.00335135 0.00216845 0.00281956
internal_count=3910 3298 2876 1115 1761 1051 844 699 440 320 710
is_linear=0
shrinkage=0.0143609


Tree=2705
num_leaves=18
num_cat=0
split_feature=14 403 11 403 453 16 131 52 157 160 1 0 1 12 52 16 43
split_gain=0.0003036 0.000225104 0.000178968 0.000223555 0.000231523 0.000235919 0.000215518 0.000243478 0.000234207 0.000196654 0.00022381 0.000195736 0.000208537 0.000153582 0.000216589 0.000144585 9.79834e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.088315000000000018 0.088015000000000024 1.0000000180025095e-35 -0.50585499999999983 0.097135000000000013 -0.24456499999999998 -0.077534999999999979 -1.0000000180025095e-35 0.11198000000000001 -0.089879999999999974 0.094385000000000011 0.095450000000000021 0.091210000000000013 -0.095609999999999987 -0.080224999999999977
decision_type=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 -10 12 -11 14 16 -14 -13
right_child=-2 2 -4 -5 -6 6 -8 8 9 11 -12 13 15 -15 -16 -17 -18
leaf_value=-0.00067677786922669522 -0.00093548592779627915 0.00089941825326137924 -0.00060791507723591254 -0.00060577473225168854 -0.00056965269028702245 -0.00056020258106917757 0.00087743999009125772 0.00089775505355342675 -0.00092750796328469219 -0.00049054073725052823 0.00016658632176171973 0.0007145236145763231 -8.4232583611808649e-05 -9.9824013965297368e-05 0.0012104016448044696 0.00075335596185594855 1.6620400815407618e-05
leaf_weight=0.0012457327337548991 0.00100046975133524 0.0013351605007889235 0.0010689422003489204 0.0011896237804702127 0.0011847019908129966 0.0014853049492369831 0.0011011477855179313 0.0011705268100714395 0.0010590471326898951 0.0018454073010291221 0.0011219196032465906 0.0010415757407169794 0.0014265727275225952 0.0011382385423956976 0.0012026566954034534 0.0010370445646304405 0.0013406206910356417
leaf_count=906 135 158 123 335 94 302 126 282 463 183 117 138 70 134 70 75 199
internal_value=0 2.69822e-05 7.13753e-05 0.000110248 0.00015895 0.000211889 0.000150569 9.28577e-05 0.000171186 9.53404e-05 -0.000364691 0.000206423 -5.66596e-05 0.000446442 0.000619889 0.000268345 0.000321767
internal_weight=0 0.0209942 0.0197485 0.0186795 0.0174899 0.0163052 0.0149701 0.0138689 0.0123836 0.0112131 0.00218097 0.00903212 0.00430902 0.00472309 0.00358485 0.00246362 0.0023822
internal_count=3910 3775 2869 2746 2411 2317 2159 2033 1731 1449 580 869 328 541 407 145 337
is_linear=0
shrinkage=0.00170698


Tree=2706
num_leaves=17
num_cat=0
split_feature=14 403 43 40 453 16 43 157 14 3 150 2 48 12 13 12
split_gain=0.000241535 0.000175528 0.000215966 0.000188335 0.000145598 0.000186803 0.000271576 0.000131984 0.000196653 0.000196725 0.000264955 0.000207154 0.000160671 0.000122876 0.000113297 7.83075e-05
threshold=0.05884000000000001 -1.0000000180025095e-35 0.16180500000000003 -0.080519999999999994 1.0000000180025095e-35 0.16388500000000003 -0.074254999999999988 -0.062769999999999979 -0.13131999999999996 0.099570000000000006 0.090480000000000019 0.086875000000000022 0.11379500000000002 0.086865000000000012 -0.076384999999999995 0.091990000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 15 -5 -9 10 11 13 -11 -10 -13 -7
right_child=-2 2 -4 4 -6 6 -8 8 9 12 -12 14 -14 -15 -16 -17
leaf_value=-0.00063880279375592769 -0.00083450282168120614 0.0007039607004133134 -0.00069301727111345762 0.00076697585369955824 -0.00055233251486341535 -0.0002147569365028283 -0.00090240832587892275 -0.00053560355031604355 -0.00038084001311076927 0.0011675855527456642 -0.00065315579804824401 0.00092794275159537552 0.00021571340463145315 0.00025234674425372806 0.00024466876405575819 0.00045633374324117066
leaf_weight=0.0011095922560810855 0.0010113442501706099 0.0014066404168097046 0.0010473641406940513 0.0010708727222176655 0.0010812022118632516 0.0010262597324488809 0.001221439814717922 0.0011285179769130694 0.0016867688566997567 0.0010176553643499869 0.0011796291939578426 0.0013572962720458104 0.001049640719420708 0.0018977203726879416 0.0014761080573162211 0.001000617730070319
leaf_count=906 141 218 232 343 89 104 263 73 276 144 107 270 50 282 292 120
internal_value=0 2.07794e-05 6.00264e-05 0.000104839 5.27969e-05 9.609e-05 -0.000266605 0.000195393 0.000138682 0.000217416 9.03799e-05 0.000227044 0.000684286 -4.56147e-05 0.00057198 0.000116543
internal_weight=0 0.0197573 0.0186477 0.0176004 0.0161937 0.0151125 0.00324832 0.0118642 0.0107933 0.00966482 0.00759752 0.00641789 0.0020673 0.00358449 0.0028334 0.00202688
internal_count=3910 3769 2863 2631 2413 2324 487 1837 1494 1421 1227 1120 194 558 562 224
is_linear=0
shrinkage=0.00170698


Tree=2707
num_leaves=11
num_cat=0
split_feature=11 3 457 133 160 2 16 52 15 3
split_gain=4.95481e-05 5.40606e-05 6.9655e-05 7.17704e-05 0.000178976 0.000112212 0.000136466 8.24118e-05 0.000180099 7.98879e-05
threshold=0.08184000000000001 -0.12008499999999998 -0.0034949999999999994 -0.0023199999999999996 -0.082109999999999975 0.11339500000000001 -0.114825 -0.077699999999999977 -0.053579999999999996 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 -9
right_child=-2 2 3 4 5 -7 7 9 -10 -11
leaf_value=0.0024375469566249573 -0.0028153353770848906 -0.0032857464104411212 -0.0024109893302403126 -0.0042288816828972287 0.0053656341526378505 -0.0018886188473965502 0.0068401360386362176 -0.0022275847868118716 -0.00058467486242840265 0.0022436427433232863
leaf_weight=0.0017177981297230817 0.0010846649656879896 0.0011571674483376827 0.0016616918040289761 0.001222229749651864 0.001708501367228347 0.001648204827227411 0.0011165036354316357 0.0018748922997770777 0.0012889891213935176 0.0012002943332514171
leaf_count=219 224 304 974 452 206 360 232 702 194 43
internal_value=0 0.000182538 -0.000118247 0.00019446 0.000624839 0.00129612 0.00202626 0.00098527 0.00286153 -0.000482393
internal_weight=0 0.0145963 0.0128785 0.0117213 0.0100596 0.00883739 0.00718918 0.00548068 0.00240549 0.00307519
internal_count=3910 3686 3467 3163 2189 1737 1377 1171 426 745
is_linear=0
shrinkage=0.0135326


Tree=2708
num_leaves=16
num_cat=0
split_feature=403 2 47 403 42 52 52 151 4 2 4 0 13 47 1375
split_gain=0.000159946 0.000139586 0.000125044 0.000126893 0.000186893 0.00020143 0.000133756 0.000210158 0.00015842 0.000196703 0.000170226 0.000151619 0.000109458 0.000105028 5.92802e-05
threshold=-1.0000000180025095e-35 0.14073000000000005 0.13177500000000003 0.088015000000000024 0.098285000000000011 -0.27466499999999994 0.11401500000000002 -0.084764999999999993 -0.012149999999999999 0.086915000000000006 -0.37626499999999991 -0.077944999999999987 -0.080649999999999986 0.092255000000000018 -1.0000000180025095e-35
decision_type=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 10 13 -9 -12 -11 -10 -14
right_child=1 -3 -4 -5 -6 6 -8 8 9 12 11 -13 14 -15 -16
leaf_value=-0.00068855159132145017 -0.00077325555877849486 0.00067682716556861607 -0.00061895899800606393 -0.00059363623966391288 0.00080277139858559907 -0.00049348313506169617 -0.00041349391848071018 -6.1792191087717705e-05 -0.00084218924278484369 0.00082108373453979445 0.00039175197302529144 0.0012093892210953325 0.00039797281944942164 1.1176418188887468e-06 -0.00020206027743796643
leaf_weight=0.0011278379884749048 0.0010270305679511054 0.0010672414649361443 0.0010850143014358707 0.0010444943481406612 0.0011078698598556954 0.0015049385123850458 0.0016548239858048671 0.0012909427439767862 0.0010119916552420219 0.001000176165312951 0.0018514137754937106 0.0013308218697466673 0.0010829454978200665 0.0010047919460438176 0.0011687469154595081
leaf_count=930 330 218 53 317 218 270 403 97 236 162 275 119 24 81 177
internal_value=0 2.84585e-05 -1.18517e-05 2.9111e-05 7.23694e-05 1.42739e-05 7.69652e-05 0.00014913 0.000248402 3.12961e-05 0.000504117 0.000733691 0.000312452 -0.000422041 8.65241e-05
internal_weight=0 0.0182332 0.017166 0.016081 0.0150365 0.0139286 0.0129016 0.0112468 0.00974183 0.00526865 0.00447318 0.00318224 0.00325187 0.00201678 0.00225169
internal_count=3910 2980 2762 2709 2392 2174 1844 1441 1171 680 491 394 363 317 201
is_linear=0
shrinkage=0.00184769


Tree=2709
num_leaves=17
num_cat=0
split_feature=14 403 52 157 14 124 48 2 0 160 1 2 42 15 16 12
split_gain=0.000268757 0.000160056 0.000166258 0.000190111 0.000192696 0.000214195 0.000250587 0.000264981 0.000357188 0.00024249 0.000236236 0.000149319 0.000182877 8.91659e-05 0.000142746 7.10869e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 -0.13131999999999996 -0.036134999999999994 0.12738500000000003 0.10946500000000002 0.12500000000000003 0.087825000000000014 0.10937500000000001 0.086650000000000019 -0.089024999999999979 -0.097794999999999979 -0.087089999999999987 0.086935000000000012
decision_type=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 -9 12 -7 -14 -15 -13
right_child=-2 2 3 4 5 6 -8 10 -10 -11 -12 15 13 14 -16 -17
leaf_value=-0.00059869020201221428 -0.00090096567599096849 -0.00058344049785386291 0.00070801960594504582 -0.00057064795769248497 0.00076138527597684538 0.00057145894275237416 -0.00079365119541732916 0.00018168747817349907 -0.0009988823247474301 -0.00051991216591286383 0.0012642829195010231 0.00082400005869612432 -0.00054569739129546786 0.00041461772494114058 -0.00042651849228291032 0.00023098551780017498
leaf_weight=0.0011862956899214875 0.0010035606451896375 0.0011437630732285394 0.0014397646683264173 0.0013958607657269207 0.0013723908015596817 0.001455026685452688 0.0010125307984618645 0.0015552277906739605 0.0010159508154184644 0.0016345531486161302 0.0010064871755644869 0.0014203479248854583 0.0012068035094389127 0.0013441174788203455 0.001122345245750687 0.0010778073491345109
leaf_count=906 138 360 313 132 216 77 73 155 51 199 157 184 111 150 312 376
internal_value=0 2.19667e-05 6.03088e-05 0.00010108 4.85001e-05 0.00010527 4.02616e-05 0.000106029 -1.8856e-05 8.86549e-05 0.000607035 0.000219087 4.9048e-05 -0.000157886 3.1865e-05 0.000568149
internal_weight=0 0.0203893 0.019203 0.0180592 0.0166194 0.0152236 0.0138512 0.0128387 0.010277 0.009261 0.00256171 0.00762645 0.00512829 0.00367327 0.00246646 0.00249816
internal_count=3910 3772 2866 2506 2193 2061 1845 1772 1460 1409 312 1210 650 573 462 560
is_linear=0
shrinkage=0.00174112


Tree=2710
num_leaves=13
num_cat=0
split_feature=52 1 52 52 52 160 133 16 3 16 0 4
split_gain=4.7953e-05 7.9844e-05 0.000125128 0.000109413 7.86786e-05 0.000108084 0.000143502 0.000229108 0.000111723 6.2479e-05 0.000136771 5.51253e-05
threshold=-0.27466499999999994 0.10752500000000002 -0.062489999999999997 0.11401500000000002 0.091210000000000013 -0.026849999999999995 0.083815000000000014 -0.055679999999999993 -0.089604999999999976 -0.070594999999999977 -0.15007499999999999 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 -7 10 -4 -10
right_child=1 2 9 -5 -6 6 -8 -9 11 -11 -12 -13
leaf_value=-0.0020480588808321127 0.0025190215486525645 0.0048106622530051397 -0.0016409477436033063 -0.0039942007721000469 0.0027933280753471659 0.002641810843662354 0.0020686684979657798 -0.0070732704629350978 -0.0041991492163447001 -0.0022072585120259942 0.0041082272625956057 -0.00043353529103113607
leaf_weight=0.0015244205627715094 0.0014210940338295142 0.0012113749822786866 0.0011422619076364429 0.0011007178623324903 0.0012679456874682971 0.001006231605514888 0.0014692041641003453 0.0010800337234209232 0.0010429110679239101 0.0010019367568046564 0.0012528963816782193 0.0012157613385208182
leaf_count=425 483 203 108 500 247 203 492 291 422 121 255 160
internal_value=0 0.000194593 0.00149481 -0.00042932 3.21455e-05 -0.00045174 -0.00117785 -0.00227564 -0.000688578 0.000312401 0.00136642 -0.00217226
internal_weight=0 0.0142124 0.00460847 0.0096039 0.00850318 0.00723524 0.00581414 0.00434494 0.0032649 0.0033971 0.00239516 0.00225867
internal_count=3910 3485 687 2798 2298 2051 1568 1076 785 484 363 582
is_linear=0
shrinkage=0.0120166


Tree=2711
num_leaves=13
num_cat=0
split_feature=41 42 1 40 2 3 3 1 150 49 43 0
split_gain=4.48757e-05 5.51321e-05 8.56315e-05 5.11895e-05 0.000113218 0.000151193 0.000106903 9.50955e-05 8.35884e-05 5.54301e-05 6.00163e-05 7.19634e-05
threshold=0.078150000000000011 -1.0000000180025095e-35 0.090355000000000005 -0.0063949999999999988 0.11230000000000001 0.10856000000000002 -0.11266 0.11235500000000002 0.085285000000000014 -1.0000000180025095e-35 -0.074254999999999988 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -6 9 -8 -11 -12
right_child=-2 3 -4 4 7 -7 8 -9 -10 10 11 -13
leaf_value=-0.004571815923395184 -0.0028834964303349766 0.003145556654210368 0.00060518446777641974 0.0039262664985608396 -0.0052827025995900757 0.0061148057890008057 0.0030322440840702151 -1.7032148785935628e-05 -0.0041578396800953567 0.0017750764325418014 0.00056838382261394907 -0.0046996452994904009
leaf_weight=0.0011416729910030112 0.0010175362333268287 0.0013609097355900312 0.0014224748874835935 0.0013336432174784058 0.0011539216012740423 0.0010395101460684859 0.0011143250414848184 0.0016548496098124123 0.0010185312368542372 0.0013007927311953407 0.0010189744961353541 0.0010372753329309402
leaf_count=833 201 308 189 191 185 101 258 196 189 424 99 736
internal_value=0 0.000174568 -0.00169985 0.000574002 0.000246068 0.0011128 0.000350786 -0.00218032 -0.000517794 0.000311371 -0.000591786 -0.00208907
internal_weight=0 0.0145969 0.00256415 0.0120327 0.0106718 0.00786305 0.00682354 0.00280877 0.0054899 0.00447137 0.00335704 0.00205625
internal_count=3910 3709 1022 2687 2379 1998 1897 381 1706 1517 1259 835
is_linear=0
shrinkage=0.0140794


Tree=2712
num_leaves=13
num_cat=0
split_feature=150 151 151 4 15 40 47 13 52 16 12 15
split_gain=5.03782e-05 0.000104439 0.000103103 9.72921e-05 8.89091e-05 7.44185e-05 9.67428e-05 0.000147902 9.78901e-05 8.69707e-05 4.73028e-05 3.53731e-05
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 0.40359500000000004 -0.10981499999999998 -0.065259999999999999 0.085165000000000018 0.0024700000000000004 0.084240000000000023 0.022165000000000004 0.084100000000000022 -0.064869999999999983
decision_type=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 -8
right_child=1 -3 3 -5 5 6 11 -9 -10 -11 -12 -13
leaf_value=-0.0043070402264140436 0.0045369898886535283 -0.00093191445733382505 -0.0041239116803541342 0.0035941390191207823 -0.0034356109441466497 0.0060810939826264933 0.0013365746004470077 -0.0045169983600492495 -0.0026947603217155175 -0.0012795457177902764 0.0017964702043846365 0.0051520513017304388
leaf_weight=0.0012627602713569221 0.001382957946522584 0.0015026470633722859 0.0012104186348038956 0.0013789808516145785 0.001116853417106216 0.0010193717032330469 0.0010026229888641658 0.0013795684087953963 0.0011495936355701421 0.001004091411405927 0.001110128655189034 0.00100185701410338
leaf_count=322 316 188 247 291 102 152 149 443 738 279 599 84
internal_value=0 0.00168912 -0.000413929 1.83105e-05 -0.00047506 2.77394e-05 0.000532231 -0.000427523 0.000889653 0.00220464 0.00384748 0.00324358
internal_weight=0 0.00288561 0.0126362 0.0113735 0.00999451 0.00878409 0.00766723 0.00566275 0.00428319 0.00313359 0.0021295 0.00200448
internal_count=3910 504 3406 3084 2793 2546 2444 2211 1768 1030 751 233
is_linear=0
shrinkage=0.0143609


Tree=2713
num_leaves=18
num_cat=0
split_feature=14 124 4 0 157 16 1 2 3 457 1 0 2 1 0 0 0
split_gain=0.00022003 0.000171305 0.000251566 0.000224333 0.000265998 0.00026283 0.000180564 0.000168813 0.000175146 0.000156641 0.000139085 0.000183358 0.000325504 0.000134702 0.000119354 7.26909e-05 6.63078e-05
threshold=0.05884000000000001 0.11158000000000001 -0.49837999999999999 0.047345000000000005 -0.08107499999999998 -0.055679999999999993 0.085110000000000005 0.086875000000000022 0.12991000000000003 -0.0034949999999999994 0.090905000000000014 -0.19631499999999999 0.11362000000000001 0.10871500000000002 -0.084074999999999997 -0.10575999999999998 -0.082994999999999985
decision_type=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 14 13 16 -8 -11 -12 15 -7 -6 -13 -9
right_child=-2 -3 3 -5 5 7 9 8 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00084165658918138508 -0.00089436055676880768 0.00078579026996783614 0.00080695644863173393 0.00069513859463863747 -0.00088306870533081175 -0.0013514852858085549 -0.00042617841046173289 0.00049718177013943841 -0.00082152242753812099 0.00085013193770017744 -0.0003975474169732825 0.00035091616380317057 0.0012722330064180759 -0.00037904554988706015 4.9965494383564577e-05 -0.00031923815406304168 -0.00017625800965575321
leaf_weight=0.00127062382315712 0.0010074177197061862 0.0010405199854681508 0.0012993506846577145 0.0017606289535052602 0.0010228922367339069 0.0010553988296015072 0.0011586934220420009 0.0010311816312638267 0.0010207466150151667 0.0015189675473800124 0.0014220009837726533 0.0012083206557497589 0.0011269009585669872 0.0010501679667340655 0.0010038576702549535 0.00118440628858221 0.0011349446618454627
leaf_count=175 141 40 324 160 592 427 69 206 62 174 83 78 187 102 435 237 418
internal_value=0 2.60432e-05 -1.49828e-05 4.33773e-05 -2.72916e-05 -9.98546e-05 8.90175e-05 -0.000444094 -0.000165028 0.000224666 0.000341393 0.000185016 0.000420383 -0.000866473 -0.000420933 1.9188e-05 0.000144332
internal_weight=0 0.0203096 0.0192691 0.0179985 0.0162378 0.0149385 0.00964604 0.00529244 0.00318687 0.00761929 0.0064606 0.00494163 0.00351963 0.00210557 0.00202675 0.00239273 0.00216613
internal_count=3910 3769 3729 3554 3394 3070 1855 1215 686 828 759 585 502 529 1027 315 624
is_linear=0
shrinkage=0.00192234


Tree=2714
num_leaves=12
num_cat=0
split_feature=2 40 42 3 133 42 52 4 4 16 15
split_gain=5.33463e-05 0.000106555 0.000112304 7.98147e-05 9.92367e-05 0.000104587 9.61259e-05 0.000179374 0.000122296 7.61026e-05 0.000116789
threshold=0.10946500000000002 -1.0000000180025095e-35 0.091955000000000023 0.10666500000000002 -0.083144999999999983 -1.0000000180025095e-35 -0.0066199999999999991 -0.0031049999999999997 -1.0000000180025095e-35 -0.17157499999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 -8 -2 -11
right_child=9 2 -4 -5 5 6 8 -9 -10 10 -12
leaf_value=-0.0036978737037736938 -0.00093030860011828875 0.0035615087972025354 -0.0033664035241627137 0.0034833351407014142 -0.0040588674623928071 -0.0050946578892698399 0.0042468824325616441 0.0015909208224815373 -0.0009850661148094388 0.00013289052013209306 0.0051829279710806642
leaf_weight=0.0013545387934112167 0.0017115270787432272 0.0010178021535956119 0.0013079717223993424 0.0011575222441703135 0.0010672009432861999 0.001158275436790118 0.0014084215589516419 0.001257391346327225 0.0012822664022569099 0.0015656363877160791 0.0012272845208451827
leaf_count=266 256 408 533 105 577 526 364 135 229 324 187
internal_value=0 -0.000478511 -2.69407e-05 0.000496234 1.54297e-05 -0.000569194 0.000160129 -0.00161471 0.00175356 0.00110485 0.00235201
internal_weight=0 0.0110114 0.00965685 0.00834888 0.00719136 0.00617356 0.00510635 0.00241567 0.00269069 0.00450445 0.00279292
internal_count=3910 3143 2877 2344 2239 1831 1254 661 593 767 511
is_linear=0
shrinkage=0.0122569


Tree=2715
num_leaves=13
num_cat=0
split_feature=52 376 457 160 1 12 47 52 51 12 15 13
split_gain=4.56511e-05 7.79158e-05 8.04972e-05 0.000124031 0.000126054 0.000151277 0.000121616 9.31238e-05 7.64393e-05 8.14252e-05 0.00019752 0.000123435
threshold=-0.27466499999999994 0.048375000000000008 0.088055000000000008 0.087825000000000014 0.12864500000000004 0.10129000000000001 0.09252500000000001 0.10218500000000001 -0.069529999999999995 0.091475000000000015 -0.041049999999999996 -0.077504999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 10 -10 -12
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0021758167229391583 -0.0017918162756959404 0.0031910235917205943 0.0031656720736543704 -0.0046638740399092063 0.004366248241197382 -0.0049730280277877261 -0.0036730904875973145 -0.002597867818564391 0.0048377418136794576 0.0053457767463675459 0.0021512942013561199 -0.003954815449874036
leaf_weight=0.0014976016190821921 0.0010141816946871206 0.0013439290206152489 0.001156575943542717 0.0010642353332450333 0.0010092679802154109 0.0011130369565295487 0.0012092286690168416 0.0011460689990972764 0.001543541303932138 0.0010475597527276996 0.0010212602994150669 0.001240424655905163
leaf_count=425 290 200 174 272 221 341 188 464 260 285 327 463
internal_value=0 0.000214276 -0.000104102 -0.000435578 -5.76453e-07 -0.000472687 0.000136518 0.000793393 0.00145585 0.00213458 0.00125055 -0.00119761
internal_weight=0 0.0139093 0.0125654 0.0114088 0.0103446 0.0093353 0.00822227 0.00701304 0.00586697 0.00485279 0.00380523 0.00226168
internal_count=3910 3485 3285 3111 2839 2618 2277 2089 1625 1335 1050 790
is_linear=0
shrinkage=0.0130072


Tree=2716
num_leaves=17
num_cat=0
split_feature=14 403 11 403 3 12 4 15 15 4 15 47 4 3 3 52
split_gain=0.000235122 0.000167412 0.000173076 0.000149481 0.000160251 0.000264249 0.00016989 0.000135512 0.000284548 0.00014076 0.00011579 0.000141897 0.000117086 0.000266302 9.97645e-05 8.58819e-05
threshold=0.056865000000000006 -1.0000000180025095e-35 0.088315000000000018 0.088015000000000024 -0.015064999999999997 0.051320000000000005 -0.34687499999999999 0.041585000000000004 -0.053579999999999996 -0.083329999999999987 -0.017214999999999998 0.09252500000000001 0.0057500000000000008 0.11265500000000002 0.092005000000000017 -0.082174999999999984
decision_type=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 15 -9 11 12 -8 -14 -12 -7
right_child=-2 2 -4 -5 6 7 10 9 -10 -11 14 -13 13 -15 -16 -17
leaf_value=-0.00068374717201719688 -0.00093064176107641734 0.0011757611033754523 -0.00069008671559025504 -0.0005774386391875655 -0.00061970810562500262 0.00079091742578394676 -0.0002990863730645614 0.0010221404017554151 -0.00077884748702054503 6.7950635475769335e-05 -4.7720654092969314e-06 -0.00052891593904168623 0.0010872912363877119 -0.00015018645291604054 0.00078738767456322447 2.12626759462323e-05
leaf_weight=0.0011647199643780191 0.0010036527142990087 0.0012638655493861003 0.0010509258410493763 0.0010863705298604079 0.0014085076636709557 0.001004853395825797 0.0014173948547591946 0.0011922353265391081 0.001228805599429437 0.0010969601294299886 0.0010096113637979584 0.0016117728655691121 0.0011355148700074548 0.001480489558838137 0.0014052035927193951 0.0011476554941422684
leaf_count=906 144 193 121 335 125 225 136 85 438 322 61 90 161 108 77 383
internal_value=0 2.31919e-05 6.76028e-05 0.000113132 0.000158869 0.000380897 -3.73571e-06 0.000203734 -4.07811e-05 0.000564902 0.000103907 -4.67886e-05 0.000145873 0.000386959 0.000456193 0.00038056
internal_weight=0 0.0197049 0.0185402 0.0174892 0.0164029 0.00693438 0.00946849 0.00567051 0.00338131 0.0022892 0.00805999 0.00564517 0.0040334 0.002616 0.00241481 0.00215251
internal_count=3910 3766 2860 2739 2404 1646 758 1453 1046 407 633 495 405 269 138 608
is_linear=0
shrinkage=0.00192234


Tree=2717
num_leaves=18
num_cat=0
split_feature=51 1 47 403 43 4 13 52 0 13 3 15 1 3 16 151 52
split_gain=0.000243542 0.000381007 0.000327399 0.000164775 0.000190035 0.000214418 0.000188994 0.000173597 0.000253455 0.00021468 0.000140355 0.00014821 0.000197771 0.000320379 0.00012962 0.000123978 6.73436e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11764000000000001 -1.0000000180025095e-35 -0.15648499999999999 -0.49269499999999994 0.17936000000000002 0.10898500000000001 -0.074514999999999984 -1.0000000180025095e-35 -0.089974999999999986 -0.0058549999999999991 0.094695000000000015 0.11476000000000001 -0.089864999999999987 -0.024429999999999997 -0.031409999999999993
decision_type=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 -5 8 10 -9 -7 12 15 -14 -13 -12 -10
right_child=1 -3 -4 4 5 7 -8 9 16 -11 11 14 13 -15 -16 -17 -18
leaf_value=-0.00089869104748890058 -0.00067429967828176274 0.0010529933290185588 -0.001043631813392606 0.0011504276434854187 -0.00085327528430815039 -0.00065236540701948725 6.3356934527577496e-05 -0.0010647006820002384 0.00035197181212631766 0.00012829409168251096 -0.00013590491860399108 -0.00011016430671019034 0.00095061540467237724 -0.00036125541719173011 0.00071983506191782335 -0.0010015534828056432 0.00095968765548659195
leaf_weight=0.0010861641139991848 0.0011576488708910987 0.0011879649664951848 0.0011031372176559312 0.0010570519728557081 0.00101602070672364 0.0010781835072289107 0.0012279503092562094 0.0010373384318270035 0.001300925060488109 0.0011080437427504466 0.0013376684210004213 0.00105781082043932 0.0012044955483686975 0.001465953049952326 0.0018149628439497103 0.001048088241514789 0.0012898051226827639
leaf_count=145 907 157 116 73 170 185 116 360 251 99 218 119 149 81 249 368 147
internal_value=0 1.70717e-05 -4.66752e-05 1.37458e-05 6.04779e-05 -1.78232e-05 0.000566241 4.39406e-05 0.000135041 -0.000448545 -1.43788e-05 7.23747e-05 -0.000121847 0.000230459 0.000414213 -0.000516194 0.000654526
internal_weight=0 0.020493 0.0193051 0.0182019 0.0170443 0.0147593 0.002285 0.0137433 0.0115979 0.00214538 0.00900716 0.00792898 0.00505621 0.00267045 0.00287277 0.00238576 0.00259073
internal_count=3910 3765 3608 3492 2585 2396 189 2226 1767 459 1369 1184 816 230 368 586 398
is_linear=0
shrinkage=0.00188464


Tree=2718
num_leaves=18
num_cat=0
split_feature=14 11 3 124 0 43 43 42 49 3 0 4 52 150 16 4 1
split_gain=0.000343457 0.000192451 0.000215535 0.000169835 0.000134088 0.000225294 0.000206841 0.000167711 0.000250414 0.000164039 0.000191259 0.000119615 0.000163207 0.000134199 0.000100428 9.00334e-05 8.06804e-05
threshold=0.073890000000000011 0.088315000000000018 -0.14218999999999996 -0.061329999999999989 -0.053834999999999994 0.021175000000000003 0.0033500000000000005 0.095385000000000011 -0.091004999999999989 -0.088024999999999978 -0.083934999999999996 0.080255000000000007 1.0000000180025095e-35 0.087235000000000021 0.3935300000000001 -1.0000000180025095e-35 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 14 7 8 -5 -10 11 12 13 15 -6 -11 -13
right_child=-2 -3 3 4 5 -7 -8 -9 9 10 -12 16 -14 -15 -16 -17 -18
leaf_value=0.00070421432443293645 -0.0010635888058048179 -0.00072814265327843372 0.00053909682219092762 -0.00076897257915383528 -0.00037257087839853096 0.00017688366832028864 -0.00065548472931379101 0.00083246029370685846 0.00078411932065550844 0.00073083190173075065 -0.00060934117244510833 -0.00052941248909785742 0.0010058248655356674 -0.00036965980622831766 -0.0011584526199882306 4.4147570308178457e-06 0.00018683014405403687
leaf_weight=0.0016594431513757791 0.0010381233744755835 0.0010973418471684751 0.0018516249198343151 0.0011327653567998188 0.0012133275727460443 0.0015942873639639976 0.0013042020689515892 0.0010299713589749593 0.0012153346255249732 0.0013193825409168946 0.0012460880100768467 0.0010965052655812768 0.0010086796341575374 0.001106305733765689 0.0010233496815972853 0.0010429368362958455 0.0010520772519285182
leaf_count=169 135 125 292 107 201 71 534 267 421 264 495 117 308 110 104 111 79
internal_value=0 2.51447e-05 6.66909e-05 8.68003e-06 -5.12602e-05 -0.00035384 4.1073e-05 0.000121824 5.02066e-05 0.00015232 5.47782e-05 0.000179675 0.000351651 0.000161417 -0.000732136 0.000410127 -0.000178696
internal_weight=0 0.0209936 0.0198963 0.0182368 0.0163852 0.00383096 0.0125542 0.01125 0.0102201 0.00908731 0.00787198 0.00662589 0.0044773 0.00346863 0.00223668 0.00236232 0.00214858
internal_count=3910 3775 3650 3481 3189 376 2813 2279 2012 1905 1484 989 793 485 305 375 196
is_linear=0
shrinkage=0.00184769


Tree=2719
num_leaves=12
num_cat=0
split_feature=47 123 50 1 484 133 160 42 150 4 4
split_gain=4.50751e-05 9.53524e-05 0.000106756 0.000104672 9.82127e-05 7.81313e-05 7.39401e-05 0.000116792 0.000137223 0.000105948 8.51461e-05
threshold=0.13177500000000003 1.0000000180025095e-35 0.088425000000000017 0.12485500000000001 0.085515000000000022 0.093845000000000026 -1.0000000180025095e-35 0.088115000000000013 0.075065000000000007 -0.054534999999999993 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8 -11
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.0038011011165139702 -0.0027742309002026207 0.0040062061567154618 -0.0044614252457451263 0.0044435760593799986 0.0033810172381639296 -0.0042966585675391755 0.00041319302371877462 0.0036883607130339729 0.0024743570278368578 -0.0071426645279858954 -0.0014692718998659232
leaf_weight=0.001057424798827691 0.0011417833637362039 0.001234684978163785 0.0010948982388579746 0.001100744826441115 0.0013802177847132184 0.0011112657715460885 0.0017501678864620578 0.0016048778050638118 0.0019081537356336999 0.0011004073759960584 0.0010820028924211772
leaf_count=429 84 321 632 199 308 442 602 328 154 327 84
internal_value=0 0.000189926 -0.000167303 0.000221414 -0.000201299 -0.000715572 -0.000247558 0.000257116 -0.000685699 -0.00221901 -0.00432989
internal_weight=0 0.0144248 0.0131902 0.0120953 0.0109945 0.0096143 0.00850303 0.00744561 0.00584073 0.00393258 0.00218241
internal_count=3910 3826 3505 2873 2674 2366 1924 1495 1167 1013 411
is_linear=0
shrinkage=0.0143609


Tree=2720
num_leaves=16
num_cat=0
split_feature=14 403 52 157 48 14 2 0 0 1 15 42 16 151 4
split_gain=0.000209563 0.000141922 0.000159958 0.000194357 0.000159213 0.000214298 0.00030277 0.000228991 0.000246106 0.000191738 0.000187505 0.000141768 0.00021061 0.000128668 4.12726e-05
threshold=0.05884000000000001 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 0.12738500000000003 -0.13131999999999996 0.10910500000000002 0.12500000000000003 -0.017269999999999997 0.10444500000000001 0.085120000000000015 0.085330000000000003 -0.11180499999999999 -0.0074049999999999993 0.0066400000000000009
decision_type=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 10 -8 11 12 -7 -14 -15
right_child=-2 2 3 4 -6 6 9 -9 -10 -11 -12 -13 13 14 -16
leaf_value=-0.00056806320402563856 -0.00077441037957268568 -0.0005870157087864555 0.00072058166071864601 -0.00056504310353033566 -0.00055043422735771537 0.000556722036613354 0.00022071641331000415 -0.00064896870843277879 0.00089824410552270166 0.0011220303556200789 0.0004798846560960015 -0.00061279202216492302 0.00017437985752332061 -0.00071037372000847096 -0.00023195366807037202
leaf_weight=0.0011197939369130402 0.0010128672847735934 0.0010563811736360893 0.0013441229406731146 0.0013119984015727672 0.0012104337156160208 0.0014632905749107825 0.0014024284475646701 0.0012819332052371778 0.0010518097706080738 0.0013494795023407122 0.00198961037414426 0.0013442608200191202 0.0014776380236732637 0.0011038693982780355 0.0010026460290962491
leaf_count=906 141 360 313 131 90 147 148 69 101 216 471 369 162 231 55
internal_value=0 2.19321e-05 5.78579e-05 9.71594e-05 4.47524e-05 9.34997e-05 0.000157657 2.79483e-05 0.000119939 0.000662702 2.22662e-05 -0.000120181 1.10133e-05 -0.000211781 -0.000482658
internal_weight=0 0.0195097 0.0183899 0.0173335 0.0159894 0.014779 0.013467 0.0107151 0.00943312 0.00275191 0.00838132 0.0063917 0.00504744 0.00358415 0.00210652
internal_count=3910 3769 2863 2503 2190 2100 1969 1605 1536 364 1435 964 595 448 286
is_linear=0
shrinkage=0.00170698


Tree=2721
num_leaves=17
num_cat=0
split_feature=14 403 132 159 52 50 453 4 15 47 12 13 151 16 0 1
split_gain=0.000339342 0.000189468 0.000164338 0.000203625 0.000233179 0.000214493 0.000238124 0.000268399 0.000219064 0.000195962 0.000184023 0.00016768 0.000230146 0.000264743 0.000107779 0.000165847
threshold=0.064610000000000015 -1.0000000180025095e-35 0.080815000000000012 0.10519500000000001 -0.27466499999999994 0.10625000000000001 1.0000000180025095e-35 0.40359500000000004 -0.11739999999999999 0.085165000000000018 0.099170000000000022 -0.09547499999999999 -0.076429999999999984 -0.094359999999999986 -0.21145499999999998 0.078340000000000007
decision_type=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 -6 10 11 -10 -13 -14 -15 -16
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12 12 13 14 15 -17
leaf_value=-0.00067273432850820634 -0.0010003134760443442 -0.00064049624606218566 0.0006076393891191143 -0.00074398595718870413 -0.00055861083598576907 -0.00061496663882905345 -0.00063383271347590973 0.0010529242201010307 0.00082774133434704495 0.00081365120261528553 -0.00043620443438616288 0.00083808342494416763 -0.00064958322382950475 0.00072990073585082918 0.00039143399357582036 -0.00050645323321217236
leaf_weight=0.001145860466630697 0.0010621726201453163 0.0013476298363330032 0.0016439648404869443 0.0010342707445861908 0.0011665233952475379 0.0011302018906594923 0.0010300937038689719 0.0012018013379716383 0.0013458049705411717 0.0016563994294245274 0.0014267179552350665 0.0012072712480639828 0.0015101204808694543 0.0010013343677783828 0.0017034227035851069 0.0010479813164430557
leaf_count=906 138 349 251 254 150 287 73 212 130 74 146 177 134 33 345 251
internal_value=0 2.90487e-05 7.03854e-05 2.07926e-05 6.79446e-05 0.000129828 0.000188703 0.000252566 0.000172845 0.000251133 0.000150323 0.000257387 0.000138752 -2.16708e-05 0.000231004 4.9438e-05
internal_weight=0 0.0205994 0.0194535 0.0178096 0.0167753 0.0154277 0.0142975 0.0132674 0.0120656 0.0108991 0.00924265 0.00781594 0.00647013 0.00526286 0.00375274 0.0027514
internal_count=3910 3772 2866 2615 2361 2012 1725 1652 1440 1290 1216 1070 940 763 629 596
is_linear=0
shrinkage=0.00177594


Tree=2722
num_leaves=12
num_cat=0
split_feature=1 0 133 52 13 4 49 47 52 4 12
split_gain=4.52379e-05 9.54049e-05 9.66671e-05 8.75978e-05 8.386e-05 8.64892e-05 9.60362e-05 0.000133815 0.000112565 0.000185568 7.80737e-05
threshold=0.088010000000000019 -0.083674999999999986 1.0000000180025095e-35 0.086635000000000004 -0.094679999999999986 -0.034289999999999994 -0.07107999999999999 0.09252500000000001 -0.072349999999999984 0.060350000000000008 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -2 -6 -7 8 -8 -10 -1
right_child=4 2 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.000693968591766847 0.0030131176888168977 -0.00038189225205150136 -0.0019627977866394719 0.0045068823806848433 -0.0028761302901270489 -0.0027532420789692607 -0.00056108605701514957 -0.001372639576916147 0.0083747612919679026 0.0010511145980394779 -0.0050804089086757612
leaf_weight=0.0013822507607190739 0.0017340032851550632 0.0011524619364082669 0.001591276483287734 0.0011391018763643387 0.0013709649721633764 0.0010958172661153353 0.0010142054555914819 0.0018187683051482783 0.0010178174413496561 0.0011537787752082323 0.0011719664233262
leaf_count=348 267 323 558 195 532 132 99 193 108 254 901
internal_value=0 -0.000830034 0.000404428 0.00204824 0.000536187 -3.8676e-05 0.000598997 0.00133301 0.00287767 0.00448368 -0.00270662
internal_weight=0 0.00643706 0.00388284 0.00229156 0.00920536 0.00747135 0.00610039 0.00500457 0.0031858 0.0021716 0.00255422
internal_count=3910 2325 1076 518 1585 1318 786 654 461 362 1249
is_linear=0
shrinkage=0.0125021


Tree=2723
num_leaves=18
num_cat=0
split_feature=14 128 1 403 0 4 157 49 52 0 1 2 48 42 4 2 16
split_gain=0.000357695 0.000194655 0.000238176 0.000370949 0.000282509 0.000274669 0.000263491 0.000218578 0.000182334 0.000341459 0.000190547 0.000349177 0.000146042 0.000240433 7.80307e-05 6.50924e-05 4.23783e-05
threshold=0.073890000000000011 0.086435000000000012 0.077800000000000022 0.03138500000000001 -0.089879999999999974 -0.23071499999999998 -0.062769999999999979 -0.081419999999999979 1.0000000180025095e-35 -0.076099999999999987 0.11052000000000002 0.087995000000000004 0.086065000000000016 0.084100000000000022 0.053925000000000008 0.096540000000000015 0.24895000000000003
decision_type=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 -8 9 10 11 -9 13 15 -10 -6 -17
right_child=-2 -3 3 -5 12 6 7 8 14 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.00082094493868394556 -0.00099355282554708553 -0.00069151414452854382 -0.0007333475862995937 0.0010739558328466603 -0.00024929511430491803 0.00090622757788387347 0.00069224786284220155 -0.000768926982344047 0.00074503325113646328 0.00047596720848671112 -0.00082847884540162913 0.00038107396596884089 0.00053986174459571428 -0.00079841068411669509 0.00010695066152864721 0.00051065866178000828 2.5480230697113831e-05
leaf_weight=0.0015677291648726688 0.0010186979070502108 0.0010212084300732357 0.0010175189093242229 0.0012005950661131979 0.001017731394725315 0.0012282278170392203 0.0014258614079562483 0.0013359537118734126 0.0010126263928499635 0.0017528069106890589 0.0017430491346772589 0.001656078217344148 0.0010710489125506373 0.0011657692118259037 0.0011421426276498337 0.0010158419377778172 0.0010010419422009642
leaf_count=434 135 258 213 116 449 181 128 216 153 249 162 103 138 716 112 103 44
internal_value=0 2.14604e-05 5.7232e-05 0.000186012 -0.00019725 9.94406e-05 0.000174451 8.51843e-05 -1.49688e-05 -0.000155053 -0.00038864 -0.000132406 -1.17624e-05 -0.00015242 0.000406815 9.57419e-05 0.00026985
internal_weight=0 0.0213752 0.020354 0.0135149 0.00683916 0.0123143 0.0112967 0.0100685 0.00864266 0.00648789 0.00473508 0.00299203 0.00527143 0.00420038 0.00215477 0.00303462 0.00201688
internal_count=3910 3775 3517 1633 1884 1517 1304 1123 995 730 481 319 1450 1312 265 596 147
is_linear=0
shrinkage=0.00167351


Tree=2724
num_leaves=18
num_cat=0
split_feature=14 124 12 453 403 52 43 16 157 14 2 0 13 457 1 13 16
split_gain=0.000383408 0.000222371 0.000388252 0.000169165 0.000166406 0.000220375 0.000307273 0.000269933 0.000216705 0.000251855 0.000277345 0.00028143 0.000184638 0.000182261 0.000192514 8.87817e-05 7.4818e-05
threshold=0.073890000000000011 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.27466499999999994 -0.15648499999999999 0.15100500000000003 -0.077534999999999979 -0.24487499999999998 0.089910000000000004 -0.089879999999999974 -0.090929999999999983 0.088850000000000026 0.10386500000000001 -0.0049299999999999995 -0.088144999999999987
decision_type=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 15 -12 14 -14 -11 -13
right_child=-2 -3 -4 -5 5 6 7 -9 9 10 12 16 13 -15 -16 -17 -18
leaf_value=-0.00052013944730329887 -0.00097972583193643129 0.00077284853441889252 -0.00096067648579310772 -0.00057758297447602189 -0.00053829409420829582 0.00078067017599448777 0.00089122029589884337 -0.00049817615771453297 -0.00060533363043346368 -0.00088593461691016402 0.00092536759192422715 0.00060056615918540875 -0.00034751318668911353 0.00080024188012878055 0.00053212864892999707 -0.00022005265849229749 5.8814148245918547e-06
leaf_weight=0.0011493324210928918 0.0010604891302506544 0.0010348287867954558 0.0010874370952201539 0.0011020560503529611 0.0012513078088160828 0.0019854027660534774 0.0010510838860125519 0.0018211549910479756 0.0011783688140039042 0.0010099687984939827 0.0015445510376381408 0.0011095548407133874 0.0015828874314678279 0.0011607135678104452 0.0011609559567531771 0.0011558384349163015 0.0011700247570056578
leaf_count=878 135 40 173 97 351 149 256 182 77 236 190 147 315 71 109 76 428
internal_value=0 3.07704e-05 -6.65162e-06 4.67334e-05 8.42669e-05 0.000124697 0.000176774 9.07952e-05 0.000179265 0.000111684 0.000197076 -0.000107048 0.00044518 0.000255229 2.46748e-05 -0.00053057 0.000295336
internal_weight=0 0.0215555 0.0205206 0.0194332 0.0183311 0.0171818 0.0159305 0.0139451 0.0121239 0.0110729 0.00989449 0.00444539 0.00544911 0.00390456 0.00274384 0.00216581 0.00227958
internal_count=3910 3775 3735 3562 3465 2587 2236 2087 1905 1649 1572 887 685 495 424 312 575
is_linear=0
shrinkage=0.0016407


Tree=2725
num_leaves=17
num_cat=0
split_feature=14 124 47 1 0 474 16 52 15 2 3 2 48 133 13 4
split_gain=0.000247971 0.000144136 0.000177378 0.000239643 0.000287375 0.000245122 0.000208235 0.000204136 0.000236829 0.00027184 0.000190554 0.000180026 0.000165995 0.000255173 0.000154118 3.34716e-05
threshold=0.064610000000000015 0.11158000000000001 0.13177500000000003 1.0000000180025095e-35 -0.089879999999999974 0.059400000000000008 -0.110495 -0.15154999999999999 -0.095799999999999982 0.086650000000000019 0.090325000000000003 1.0000000180025095e-35 0.086065000000000016 1.0000000180025095e-35 0.0015650000000000002 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 -8 -9 -10 11 -5 13 14 -6 -11
right_child=-2 -3 -4 5 12 -7 7 8 9 15 -12 -13 -14 -15 -16 -17
leaf_value=-0.00096419454115455208 -0.0008739099458586841 0.00063960542793453233 -0.00073219795021017061 0.00024815025899476058 -0.00033429113533960374 0.00088320412199897381 0.00049380735371184136 -0.00083488448822558749 -0.00056227800968030727 0.00018222324674298067 -5.5424404319022236e-05 0.0012075884229965652 0.00056975577793972015 -0.0007569394878134965 0.00058679738859455021 0.00063970834529259693
leaf_weight=0.0014168814408925083 0.0010390548133383934 0.001103663405175293 0.0010442781278894161 0.0012996787929243805 0.0010731055850721348 0.0013366193675305666 0.0013650105865916648 0.0016493876806313959 0.0016351555516716551 0.0010041469955679241 0.0018048118208611845 0.0011739945265881436 0.0010492685667427889 0.0016538853600964677 0.0012292474425279788 0.0010135208630828174
leaf_count=458 138 40 77 145 487 243 233 108 531 102 156 133 135 756 126 42
internal_value=0 1.5024e-05 -1.98804e-05 1.9888e-05 -0.000258101 0.000165247 7.75753e-05 -0.000118651 -0.000276323 -2.41116e-05 0.000383357 0.000703495 -5.82308e-05 -0.000224785 0.000157486 0.000412029
internal_weight=0 0.0208527 0.019749 0.0187047 0.00642239 0.0122823 0.0109457 0.00666722 0.00530221 0.00365282 0.00427849 0.00247367 0.00500551 0.00395624 0.00230235 0.00201767
internal_count=3910 3772 3732 3655 1962 1693 1450 1016 783 675 434 278 1504 1369 613 144
is_linear=0
shrinkage=0.00177594


Tree=2726
num_leaves=19
num_cat=0
split_feature=14 52 403 157 124 43 16 50 3 52 12 12 0 3 13 2 12 4
split_gain=0.000377239 0.000170071 0.000260206 0.000228502 0.000204584 0.000204508 0.000221573 0.000238658 0.000213696 0.000160151 0.000151744 0.000325119 0.000308358 0.000196073 0.00013593 0.000118842 9.84241e-05 9.52871e-05
threshold=0.073890000000000011 -0.40083499999999994 -1.0000000180025095e-35 -0.077534999999999979 0.11158000000000001 -0.15109999999999998 -0.055679999999999993 0.099470000000000017 0.12991000000000003 -0.088779999999999984 0.086935000000000012 0.095000000000000015 -0.15713499999999997 0.11818000000000002 0.17936000000000002 0.088675000000000018 1.0000000180025095e-35 0.0066400000000000009
decision_type=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 14 7 10 9 -8 12 -12 13 17 -5 -14 -11 -7
right_child=-2 2 3 4 -6 6 8 -9 -10 16 11 -13 15 -15 -16 -17 -18 -19
leaf_value=-0.0005809016234548357 -0.0010917840577197861 -0.00082342864744447527 0.00080603520302264067 0.00097425813386722967 0.000845709323122878 -0.00031711887364157469 0.00036655304627280887 0.00091115202341721655 -0.0010321635982252324 -7.0752801352348332e-05 -0.001171778798832544 0.00023770838245384298 0.00022402530914049674 -0.00086868951162241464 0.00012364799163592919 0.00099370345002393703 -0.00085363169395629161 0.00042808542256259026
leaf_weight=0.0014056546713492627 0.0010356539228553304 0.0010121614206183493 0.0014664176864620298 0.0010739790602139988 0.0010261771376304648 0.0010833183413794232 0.0012113068958683471 0.0010253573431014086 0.0012696387301045498 0.0010598922079821192 0.0010181841295110253 0.0011363119754589333 0.0013643421493803108 0.001079033667026108 0.0014471392705375924 0.0012720147469681194 0.0010479813893176015 0.0011723686667136166
leaf_count=389 135 877 313 77 33 37 190 185 61 146 268 171 202 65 114 162 418 67
internal_value=0 2.79145e-05 7.12111e-05 0.000119497 6.12592e-05 1.17548e-05 -7.52653e-05 8.76328e-05 -0.000400113 -0.000158344 -1.62862e-05 -0.000428395 0.000132412 -0.000233606 0.000486002 0.000595387 -0.00045998 7.01929e-05
internal_weight=0 0.0211713 0.0197656 0.0187535 0.017287 0.0162609 0.0137398 0.00915093 0.00458882 0.00331918 0.00812557 0.0021545 0.00597108 0.00333472 0.00252112 0.00263636 0.00210787 0.00225569
internal_count=3910 3775 3386 2509 2196 2163 1972 1157 815 754 972 439 533 169 191 364 564 104
is_linear=0
shrinkage=0.00181146


Tree=2727
num_leaves=13
num_cat=0
split_feature=158 14 156 49 457 4 15 52 12 1 52 1
split_gain=4.77275e-05 7.38073e-05 7.81008e-05 8.6566e-05 0.000102402 9.44745e-05 0.000119672 0.000153809 0.000142266 0.000130261 0.000112298 4.80507e-05
threshold=0.085745000000000002 -0.13131999999999996 0.084090000000000012 0.024250000000000004 -0.0034949999999999994 0.15927500000000003 1.0000000180025095e-35 -0.081429999999999989 0.086865000000000012 0.094385000000000011 0.096170000000000019 0.090040000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 11 -8 10 -9 -6
right_child=-2 2 -4 -5 5 -7 8 9 -10 -11 -12 -13
leaf_value=-0.003052047131180229 -0.0027902611459017373 -0.0036983124546635039 -0.0028078024652142554 0.0036548411775095949 0.0063448650824928067 0.0036483729793934049 -0.0060156156370420833 -0.0052985583218282863 0.00044393007400939241 0.003353089198676479 0.00063004885447365949 0.0021649420255078658
leaf_weight=0.0012012151785333368 0.0010737721627818884 0.0010453539830776884 0.0012289058790129403 0.0016502108221242906 0.0010032997716062919 0.0017085124388322324 0.0010764533726804471 0.0011453779973028661 0.0014868414096515861 0.0011130926022644601 0.0011961400500022823 0.001011330280199129
leaf_count=154 410 228 450 514 116 250 358 191 904 117 91 127
internal_value=0 0.000164036 0.000446734 0.000768326 0.000326718 0.000758662 0.000144023 0.00127483 -0.00226875 -0.000458207 -0.00226999 0.00424657
internal_weight=0 0.0148667 0.0136655 0.0124366 0.0107864 0.00974105 0.00803254 0.00546924 0.00256329 0.00345461 0.00234152 0.00201463
internal_count=3910 3500 3346 2896 2382 2154 1904 642 1262 399 282 243
is_linear=0
shrinkage=0.0135326


Tree=2728
num_leaves=18
num_cat=0
split_feature=14 52 157 2 14 15 158 457 130 160 0 0 47 43 13 13 49
split_gain=0.000320358 0.000234516 0.000231667 0.000191 0.000259545 0.00017498 0.000224231 0.000245428 0.000189119 0.000131672 0.000123037 0.000176957 0.000276358 0.000302995 0.000250131 0.000187151 9.04954e-05
threshold=0.064610000000000015 -0.40083499999999994 -0.077534999999999979 0.14073000000000005 -1.0000000180025095e-35 -0.15202999999999997 0.083065000000000014 -0.066264999999999991 -0.0015749999999999998 0.093550000000000008 -0.10575999999999998 -0.089879999999999974 0.085165000000000018 -0.083684999999999996 -0.09547499999999999 -0.003375 -0.0090499999999999973
decision_type=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 -7 -9 10 16 -12 13 15 -15 -13 -10
right_child=-2 2 3 -5 5 6 -8 8 9 -11 11 12 -14 14 -16 -17 -18
leaf_value=-0.0007097836577391745 -0.0010228739753083953 0.0007357119771528106 -0.00078018518067132542 0.00070718436263179658 0.00071752675462846997 -0.00078079815143610712 -0.00085433746735739447 -0.00063489370120772695 0.00094558246164641938 -0.00041762603756180934 -0.00053678975722012208 0.0010764990399037291 0.0011079431921484904 0.00017865313197009257 -0.00096795153331615761 1.9544423904906956e-05 0.00028201352326101488
leaf_weight=0.0013661187645219791 0.0010334875362717202 0.001691289819248684 0.0014460192949241292 0.0012853229816923778 0.001195209473328203 0.0011214544896569799 0.0010174557798442391 0.0010283262371899729 0.0012966633428296848 0.0010846625371933741 0.0011386351844250445 0.0011763562261221522 0.0010716855828338812 0.0013866233825121925 0.0012218918406570376 0.0011130918699043795 0.0015289890175566303
leaf_count=389 138 344 107 205 216 152 313 268 103 107 210 126 65 50 870 147 100
internal_value=0 3.065e-05 8.17274e-05 2.066e-05 -3.17797e-05 3.85802e-05 -1.86236e-05 4.59479e-05 0.00012291 0.000193633 0.000260375 0.000130728 0.000258049 7.20899e-05 -0.000358444 0.000562625 0.000586519
internal_weight=0 0.0211698 0.0198037 0.0181124 0.0168271 0.015381 0.0141858 0.0131684 0.0120469 0.0110186 0.00993394 0.00710828 0.00596965 0.00489796 0.00260852 0.00228945 0.00282565
internal_count=3910 3772 3383 3039 2834 2727 2511 2198 2046 1778 1671 1468 1258 1193 920 273 203
is_linear=0
shrinkage=0.00184769


Tree=2729
num_leaves=13
num_cat=0
split_feature=11 0 4 52 48 160 151 0 1 13 0 2
split_gain=4.7667e-05 5.95263e-05 0.000129754 0.000128668 9.39408e-05 7.88434e-05 9.15246e-05 0.000114873 0.000126781 0.000125121 0.000124168 0.000100362
threshold=0.08184000000000001 -0.017269999999999997 -0.49837999999999999 -0.27466499999999994 -1.0000000180025095e-35 0.093550000000000008 -0.081989999999999993 -0.084304999999999977 0.095575000000000007 -0.0030249999999999995 -0.11756999999999999 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 11 -9 -10 -8
right_child=-2 2 -4 4 5 -7 7 9 10 -11 -12 -13
leaf_value=-0.0050490995673419378 -0.003015432414830624 -0.0019960367827837758 0.004466476928601899 -0.0039969382756429687 0.0048698768616408693 -0.0031817928680759216 -0.0065352352954376625 0.0059368986241079133 -0.0014267789382292038 -0.00069996467718804779 0.0053152068909730673 -0.0002123783526263296
leaf_weight=0.0011444978850907615 0.0011156162052022118 0.0011006691669016929 0.0018751357685890591 0.0010612439709246678 0.0012652489981990209 0.0010479651998999357 0.0011454766322936299 0.0014596319963224216 0.0014267260661667493 0.0011212176598419327 0.0010650431843534348 0.0010972165710307436
leaf_count=312 224 112 229 189 286 232 612 803 145 346 107 313
internal_value=0 0.000187187 0.00207617 -0.00028781 0.000221957 0.000686958 0.00115946 0.000517708 -0.000864656 0.0030536 0.00145491 -0.00344184
internal_weight=0 0.0148101 0.0029758 0.0118343 0.0106898 0.00962853 0.00858056 0.00731531 0.00473446 0.00258085 0.00249177 0.00224269
internal_count=3910 3686 341 3345 3033 2844 2612 2326 1177 1149 252 925
is_linear=0
shrinkage=0.0149411


Tree=2730
num_leaves=16
num_cat=0
split_feature=14 403 52 157 124 43 16 50 3 12 0 2 13 52 2
split_gain=0.000224016 0.000148708 0.000156098 0.000205241 0.000175226 0.000218766 0.000314908 0.000234482 0.000199574 0.00018779 0.000278753 0.000216344 0.00017306 0.000119965 0.000107001
threshold=0.05884000000000001 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 0.0049200000000000008 -0.15109999999999998 -0.055679999999999993 0.099470000000000017 0.12991000000000003 0.086935000000000012 -0.15713499999999997 0.113945 0.17936000000000002 -0.088779999999999984 0.088675000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 12 7 9 13 10 11 -7 -5 -8 -12
right_child=-2 2 3 4 -6 6 8 -9 -10 -11 14 -13 -14 -15 -16
leaf_value=-0.00061205821420163089 -0.0008349557384724946 -0.00060016217232373829 0.00077298237841709537 0.001047114719267858 0.00076248139695831406 0.00016207089741235176 0.00023509781749012502 0.00091089585697975105 -0.0010894921742540457 -0.00047043508499208022 0.00026221764597291955 -0.00083038344384846565 6.1939341723941412e-05 -0.00051101951343919874 0.0010132167393758029
leaf_weight=0.0010867643991694298 0.0010021824778949145 0.0010513353665851646 0.0013370182247493005 0.0010258469823737288 0.0010146583932520046 0.0019480231676061149 0.0010702350811681912 0.0010048926979914158 0.0012362635659439736 0.0019865149347519546 0.0012564008817755675 0.0010750825427600671 0.0012447648947508799 0.001862429289170602 0.0011424683713207292
leaf_count=906 141 360 313 75 78 82 185 183 61 437 197 84 104 557 147
internal_value=0 2.61649e-05 6.41579e-05 0.000104753 4.84473e-05 -3.30973e-07 -9.18905e-05 0.000105883 -0.00049102 -3.3098e-06 0.000167837 -0.000190868 0.000507035 -0.000238734 0.000619883
internal_weight=0 0.0193427 0.0182559 0.0172046 0.0158676 0.0148529 0.0125823 0.00841338 0.00416893 0.00740849 0.00542197 0.00302311 0.00227061 0.00293266 0.00239887
internal_count=3910 3769 2863 2503 2190 2112 1933 1130 803 947 510 166 179 742 344
is_linear=0
shrinkage=0.00177594


Tree=2731
num_leaves=17
num_cat=0
split_feature=403 403 403 160 474 483 151 2 12 3 4 12 13 15 16 47
split_gain=0.000199195 0.000152687 0.000194025 0.000155353 0.000287518 0.000344144 0.000117681 0.000143151 0.000203999 0.00019713 0.000152374 0.000149195 0.000100455 9.53001e-05 0.000188282 6.30177e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 0.010605000000000002 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.085039999999999991 0.086875000000000022 0.10297500000000001 -0.013944999999999997 -0.0025899999999999994 0.092365000000000017 -0.075974999999999987 -1.0000000180025095e-35 -0.094359999999999986 0.093315000000000023
decision_type=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 10 11 -8 12 -9 14 -11 -12
right_child=1 -3 -4 6 -6 -7 7 9 -10 13 15 -13 -14 -15 -16 -17
leaf_value=-0.00077120363524803553 -0.0012897959699496139 -0.00064204763860348994 0.00088498035695211278 -0.00044165125435304345 0.00048115767559645998 9.5473804969407278e-05 0.00022331819918972579 0.0014121446896687444 0.00064515175183460136 -0.00023274313463681295 -0.00028993065167916754 0.00010356466867581373 0.00057682548287226354 -0.00024969371114578955 0.00081488733389335581 -0.00094591487417473754
leaf_weight=0.0012336913539875939 0.0014716216007373772 0.0011879978385985505 0.0010172695726061087 0.0012510475457248671 0.0011560950462365105 0.001205680506466284 0.0011942077098901736 0.0010668592883894814 0.0010426093342352921 0.0012019619644079447 0.0010385129551604136 0.0010273873013278353 0.0010612346465926417 0.0018947802489868168 0.0013414656036821876 0.0011300351137690789
leaf_count=930 429 343 151 196 247 271 223 141 56 100 146 260 139 94 122 62
internal_value=0 2.55575e-05 6.93741e-05 2.08072e-05 -0.000320008 -0.000665962 0.000119409 0.000177906 -9.77636e-05 0.000337832 -0.000328102 0.000705156 0.000995589 7.66706e-05 0.000319803 -0.000631765
internal_weight=0 0.0192888 0.0181008 0.0170835 0.0038334 0.0026773 0.0132501 0.0119991 0.00440537 0.00759369 0.00336276 0.00315548 0.00212809 0.00443821 0.00254343 0.00216855
internal_count=3910 2980 2637 2486 947 700 1539 1343 487 856 431 540 280 316 222 208
is_linear=0
shrinkage=0.00192234


Tree=2732
num_leaves=18
num_cat=0
split_feature=1213 14 11 453 4 15 124 159 150 133 52 1 49 13 12 3 3
split_gain=0.00059709 0.000247886 0.000172697 0.00016346 0.000258467 0.00018153 0.000177009 0.000163034 0.000180881 0.000134771 0.000256982 0.00016379 0.000286756 0.000221259 0.000181059 0.000160167 0.00010356
threshold=-1.0000000180025095e-35 0.064610000000000015 0.088315000000000018 1.0000000180025095e-35 0.27608500000000008 -0.11739999999999999 -0.061329999999999989 0.089930000000000024 0.11118500000000002 0.10599500000000002 -0.40083499999999994 0.10871500000000002 -0.084114999999999981 -0.094679999999999986 0.086935000000000012 0.10856000000000002 -0.08348499999999999
decision_type=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 -8 12 -12 -14 16 -13 -15
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 15 13 14 -16 -17 -18
leaf_value=-0.0012069167176957879 -0.00049964671358518906 -0.0007253031889908391 -0.00053852013761236921 -0.00046122476051178071 0.0006917124822816103 0.00070206561948838191 -0.00047728062015806846 -0.00050226228565999052 -0.00050006662277700777 -0.00034963030480614942 -0.0005214069627686096 0.001058500714292285 0.00088346802588888836 0.00073186805955989575 -0.00033268046150153791 0.00024016409414209257 0.00014289980084114282
leaf_weight=0.0010061725074872177 0.0012382234507248525 0.0010126056494573965 0.0010832087254550862 0.0011753571657440167 0.0019261861865734883 0.0012288289635778967 0.0011110671983164825 0.0011094145703696339 0.0010442810116777093 0.0010630073972016938 0.001138154119170281 0.0012886280903037506 0.0014274480004631811 0.0012196098715073697 0.0012719352556290579 0.0011046738804649792 0.0018976279255112959
leaf_count=592 214 122 125 96 366 149 265 275 86 373 90 63 85 178 565 51 215
internal_value=0 3.62109e-05 7.41451e-05 0.00010863 0.000145698 8.0547e-05 0.000128747 7.72324e-05 0.000128392 0.000185351 0.000239724 0.000324943 0.000202491 0.000344138 0.000168737 0.000680782 0.000373332
internal_weight=0 0.0213403 0.0203277 0.0192444 0.0180691 0.0161429 0.0149047 0.0136758 0.0125664 0.0115222 0.0104591 0.00934808 0.00695478 0.00581662 0.00438917 0.0023933 0.00311724
internal_count=3910 3318 3196 3071 2975 2609 2395 2246 1971 1885 1512 1247 1133 1043 958 114 393
is_linear=0
shrinkage=0.00157699


Tree=2733
num_leaves=17
num_cat=0
split_feature=14 403 52 157 43 13 376 48 48 4 47 16 15 1 43 2
split_gain=0.000216198 0.000157806 0.000159913 0.000224057 0.000140934 0.00025554 0.000164566 0.00022335 0.000190883 0.000207856 0.000183333 0.000185933 0.000224526 0.000200742 0.00013597 5.26945e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 -0.15109999999999998 0.17936000000000002 1.0000000180025095e-35 0.12738500000000003 0.10417000000000001 -0.23071499999999998 0.087235000000000021 -0.11180499999999999 -0.095799999999999982 0.085835000000000009 -0.0037249999999999996 0.089910000000000004
decision_type=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 -6 11 13 -13 -11 -14 -16
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 -12 12 14 -15 15 -17
leaf_value=-0.00063059427319552507 -0.00081974340071532946 -0.00061388093962824904 0.0007980469794727868 0.0010587001666357569 -0.00081152996757069204 -2.930343465873396e-05 0.00058525084672232739 -0.00088803936403301031 0.00070687292981265037 -9.4754620344962757e-05 -0.00060052010873267499 -0.00079182816242055298 -0.00038315509255540446 0.00087864029222248382 0.00010369095279887873 0.00063930225984798526
leaf_weight=0.0011108571505789302 0.0010187036994987039 0.0010514827019440639 0.0013362318189743391 0.0011230539121687864 0.0011458606482173837 0.0017291914743764701 0.0012193669212762154 0.0010352015264059053 0.0010193063153983864 0.00115095122712231 0.0013835212607241233 0.0011538915953909759 0.0011648398060984618 0.0015931818843793297 0.0012086472895220034 0.0011126320667023126
leaf_count=906 138 360 313 84 94 120 165 65 92 181 159 137 501 229 218 148
internal_value=0 1.94609e-05 5.86482e-05 9.93456e-05 4.11381e-05 0.000399091 -3.6282e-05 -9.96071e-05 -2.49524e-05 -0.000100199 -7.23347e-06 0.000103927 -0.000112794 0.000470377 0.000111964 0.000360419
internal_weight=0 0.0195382 0.0184274 0.0173759 0.0160396 0.00285225 0.0131874 0.011968 0.0109328 0.00991353 0.00876767 0.00738414 0.00464001 0.00274413 0.00348612 0.00232128
internal_count=3910 3772 2866 2506 2193 204 1989 1824 1759 1667 1573 1414 1004 410 867 366
is_linear=0
shrinkage=0.00177594


Tree=2734
num_leaves=13
num_cat=0
split_feature=1 0 52 52 133 16 160 52 151 2 13 13
split_gain=4.79218e-05 0.000172717 7.6331e-05 0.000130286 7.62653e-05 0.000137022 6.9608e-05 0.000195477 0.000137505 0.000114504 6.31809e-05 5.49981e-05
threshold=0.076710000000000014 -0.089879999999999974 -0.37613999999999997 -0.091329999999999981 -0.036599999999999987 0.0054700000000000009 -1.0000000180025095e-35 0.024145000000000003 -0.0088999999999999982 0.087995000000000004 0.083175000000000013 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 8 -8 -10 11 -3
right_child=2 10 3 4 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0052748689963910125 -0.0026527271300372142 0.00076543941860088239 0.0044936518025626895 0.0031700280948200989 -0.0018109341054596609 -0.0044003262952583286 -0.0036663341078888795 0.005753711724090226 -0.00060615272421215747 0.0046094867317417361 0.0026058147531324246 -0.0026326607107667022
leaf_weight=0.0011173490808722873 0.0010921871478261078 0.0015566362611464375 0.0012305825038117163 0.0011506601437052564 0.0015695429417481883 0.0010176769322772367 0.0011611728266296816 0.0010825255177627918 0.0016579153290539831 0.0010222901707512546 0.0011461309072001401 0.0013242947138333541
leaf_count=481 202 441 223 242 269 201 201 103 335 126 151 935
internal_value=0 -0.00101123 0.000422255 0.000761755 0.000231563 -0.000218592 0.000436784 0.00115327 -0.000143169 0.00138321 0.000171762 -0.000796586
internal_weight=0 0.00514441 0.0109846 0.00989237 0.00866178 0.00751112 0.00649345 0.0049239 0.00384138 0.00268021 0.00402706 0.00288093
internal_count=3910 2008 1902 1700 1477 1235 1034 765 662 461 1527 1376
is_linear=0
shrinkage=0.0122569


Tree=2735
num_leaves=18
num_cat=0
split_feature=14 124 12 123 12 43 131 4 47 13 13 13 48 14 2 16 15
split_gain=0.00022466 0.000191434 0.000380654 0.000158628 0.000274821 0.000227635 0.000204559 0.000215314 0.000299736 0.000217648 0.000175211 0.000164484 0.000244633 0.000266293 0.000140299 0.000132653 0.00011824
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 -0.0089849999999999982 -0.17307499999999998 0.08844500000000001 -0.23071499999999998 0.09252500000000001 -0.10023999999999998 -1.0000000180025095e-35 -0.0041499999999999983 0.084500000000000006 -0.10523499999999998 0.084235000000000018 -0.092424999999999993 0.035895000000000003
decision_type=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 10 9 -9 -7 14 13 -13 -11 -14 -15
right_child=-2 -3 -4 -5 5 6 -8 8 -10 11 -12 12 15 16 -16 -17 -18
leaf_value=-0.00076821573855412795 -0.00079996041833225735 0.0007417313859831412 -0.0010226084902058973 0.00056223161354238699 0.00070930526542861369 4.8620982124216316e-05 -0.00067258118259980171 0.00087055238013551022 -0.00066054810253715385 0.00026103660123730481 -0.00094193355578824935 -0.00017244011914390803 -0.00060574951122574798 0.0011388602614467672 -0.0005608958140973007 0.00025954546231073128 0.00040384103998131589
leaf_weight=0.0012951156587462957 0.0010341162174655185 0.001005684842352912 0.0010481470584118918 0.0015248113367295297 0.0013902923361321122 0.0010264156886914668 0.0012544526430142413 0.0013900315347693685 0.0011952963765062075 0.001023709776007028 0.0010552266528875958 0.0010362740652185842 0.0010287548518864154 0.0016078470491927305 0.0014798700327421374 0.0010362059724014772 0.0010569107304470478
leaf_count=214 138 40 173 300 133 43 442 164 166 382 193 46 44 195 1029 42 166
internal_value=0 1.55257e-05 -2.20248e-05 3.49692e-05 -1.26699e-05 5.01311e-05 -1.44483e-05 4.93707e-05 0.000145808 0.000245588 -0.000453511 0.000140538 0.000299171 0.000561801 -0.000224809 -0.000171541 0.000847333
internal_weight=0 0.020455 0.0194494 0.0184012 0.0168764 0.0155813 0.014191 0.0129365 0.0108549 0.0096596 0.00208164 0.00826957 0.00576599 0.00370103 0.00250358 0.00206496 0.00266476
internal_count=3910 3772 3732 3559 3259 3045 2912 2470 2234 2068 236 1904 493 407 1411 86 361
is_linear=0
shrinkage=0.00170698


Tree=2736
num_leaves=17
num_cat=0
split_feature=403 11 484 43 1374 51 4 52 4 3 2 2 3 4 43 2
split_gain=0.000251783 0.000169035 0.000188086 0.000170066 0.000115487 0.000204401 0.000176297 0.000154695 0.000220463 0.000180798 0.000180305 0.000135823 0.00013367 0.000173705 0.000144058 8.06071e-05
threshold=-1.0000000180025095e-35 0.088315000000000018 0.091130000000000017 0.16180500000000003 -0.088294999999999985 0.077145000000000005 0.0051950000000000008 0.11401500000000002 -0.083329999999999987 -0.089974999999999986 0.11085000000000002 0.095995000000000011 0.090325000000000003 0.0021050000000000005 -0.074254999999999988 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 15 8 9 -6 11 12 13 -10 -15 -7
right_child=1 -3 -4 -5 5 6 -8 -9 10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.00082781292649248325 -0.00043732799473890458 -0.00070215457806374029 -0.00067169625395105599 -0.00062137763092089593 7.9532259135795148e-05 0.0006468201407838183 0.0012452949588853842 -0.00051037802194643894 -0.00054489100817652612 0.00095099655164738767 -0.0005740174352585638 0.00074170914100908961 0.00059558841680509714 0.00058660383537266589 -0.00032719214032221589 -4.9180256685617233e-05
leaf_weight=0.0012553997604128021 0.0010564496278915305 0.0010351358876688399 0.001115674513662678 0.0010233178863807866 0.001475012120342456 0.001204813364131647 0.0010121132326756099 0.001326329660286567 0.0019409983199308594 0.0018101382041065513 0.0015526842433359828 0.0010318885058175926 0.0010694073573882662 0.001384389387034233 0.0010250933798562779 0.0010749254847439954
leaf_count=930 63 143 259 224 154 151 58 267 603 140 286 160 45 143 101 183
internal_value=0 2.50566e-05 6.44616e-05 0.000110122 0.000154247 0.000193534 0.000603554 8.65484e-05 0.000156677 0.000559714 -8.736e-06 0.000127305 1.03286e-05 -0.000133536 0.000197837 0.000318647
internal_weight=0 0.0201384 0.0191032 0.0179876 0.0169642 0.0159078 0.00329185 0.0126159 0.0112896 0.00328515 0.00800446 0.00645178 0.00541989 0.00435048 0.00240948 0.00227974
internal_count=3910 2980 2837 2578 2354 2291 392 1899 1632 294 1338 1052 892 847 244 334
is_linear=0
shrinkage=0.00184769


Tree=2737
num_leaves=14
num_cat=0
split_feature=484 42 48 4 1 4 13 0 0 16 403 0 2
split_gain=4.7771e-05 6.53439e-05 6.61168e-05 0.000111671 0.00015984 9.29194e-05 6.68116e-05 8.85601e-05 0.000121292 0.0001137 0.00010301 0.000107405 8.37838e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.11930500000000001 0.25367000000000006 0.11026000000000001 0.097045000000000006 -0.13934999999999997 -0.11756999999999999 -0.084304999999999977 -0.070594999999999977 0.03138500000000001 -0.06402999999999999 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 9 -9 -8 11 -10 -13
right_child=1 -3 -4 4 -6 -7 7 8 10 -11 -12 12 -14
leaf_value=-0.0027095233062780248 -0.0019190372251860594 -0.0030341586867362147 -0.0027624865728207858 -0.00013439356848740869 0.0073887022267013422 -0.0033160259157184219 0.00028011265304625054 -0.0036600846455795847 -0.0034030499491556582 0.0063791428118164985 0.0050272102983004788 0.0040382483685280869 -0.0010618782572756036
leaf_weight=0.0011410568555285652 0.0016138564176607926 0.0010864277652364801 0.0011065826753466389 0.0010519986610205419 0.0010173716023066863 0.0012635035952621261 0.0011012087711096408 0.0011793622863116148 0.0010913533117165759 0.0011384579494415417 0.0010075324938598751 0.0013000318263282451 0.0010798573228861645
leaf_count=612 137 422 104 132 239 119 74 688 748 116 164 132 223
internal_value=0 0.000162533 0.000411472 0.000684915 0.00356421 0.000131946 0.000589966 0.00110266 0.000201083 0.00338035 0.00121782 0.000112134 0.0017241
internal_weight=0 0.0150375 0.0139511 0.0128445 0.00206937 0.0107752 0.00951166 0.0078978 0.00565814 0.00223967 0.00447877 0.00347124 0.00237989
internal_count=3910 3298 2876 2772 371 2401 2282 2145 1955 190 1267 1103 355
is_linear=0
shrinkage=0.0135326


Tree=2738
num_leaves=13
num_cat=0
split_feature=158 41 159 15 151 13 2 12 42 0 49 43
split_gain=4.65404e-05 7.29352e-05 6.46168e-05 6.13985e-05 8.15275e-05 8.29076e-05 7.84083e-05 8.76469e-05 0.000154655 0.000133778 6.22423e-05 8.91008e-06
threshold=0.085745000000000002 1.0000000180025095e-35 0.088320000000000023 -0.11739999999999999 -0.08341999999999998 -0.094679999999999986 0.099370000000000014 -1.0000000180025095e-35 0.088235000000000022 -0.099864999999999995 -0.042499999999999989 0.083940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 11 7 -7 9 -9 -8 -6
right_child=-2 -3 -4 4 5 6 10 8 -10 -11 -12 -13
leaf_value=-0.0027126883765139892 -0.003352439579187661 -0.0039401156829490438 0.004285625088298441 0.0048947571078860452 0.0020371933554781643 0.0048704776780670294 -5.0850019585238942e-06 0.00067430022228042569 0.0044183301816114835 -0.0061518487852070172 -0.0052610530633311779 0.004228043747001922
leaf_weight=0.0017264544155224998 0.0010786102185836319 0.0010770888560511218 0.00113613879929999 0.0010996432054793887 0.001000150788728389 0.0010209750717256084 0.0010713487022274825 0.0017109451668967678 0.0012485121146893919 0.0014378262685772968 0.0014335156719994004 0.0010206796724963191
leaf_count=396 410 194 268 272 131 76 91 105 555 920 431 61
internal_value=0 0.000195382 0.000515693 0.000180286 0.000632547 0.000161214 -0.000599495 0.000516287 -0.000494683 -0.00244273 -0.00301304 0.00314375
internal_weight=0 0.0149833 0.0139062 0.0127701 0.0110436 0.00994395 0.00792312 0.00541826 0.00439728 0.00314877 0.00250486 0.00202083
internal_count=3910 3500 3306 3038 2642 2370 2178 1656 1580 1025 522 192
is_linear=0
shrinkage=0.0164962


Tree=2739
num_leaves=13
num_cat=0
split_feature=2 52 2 150 49 42 3 15 43 13 1 4
split_gain=5.54e-05 0.000115278 0.00012893 8.3242e-05 0.000139285 0.000209341 0.000185509 8.46816e-05 7.73762e-05 0.000117875 7.20689e-05 4.82174e-05
threshold=0.10946500000000002 0.086950000000000013 0.099015000000000006 0.086420000000000011 -0.0090499999999999973 -0.089024999999999979 -0.078884999999999997 -0.064869999999999983 -0.044024999999999988 -0.15078499999999997 0.077800000000000022 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -2 -10 -3 -11
right_child=8 10 -4 -5 5 6 7 -9 9 11 -12 -13
leaf_value=0.0047884072150890305 0.0050969585114071393 -0.005895700543904773 0.0050664697454394329 -0.0044771614616910642 0.0049478088975179468 -0.0068751880165035511 -0.0036564593736948684 0.0017457121381284466 0.0044425070373219928 0.00075693236977595008 -0.0005768451229624024 -0.0034339372478926892
leaf_weight=0.0012163021538655816 0.0010079438037553495 0.0013555770716603662 0.0011016199624497318 0.00105821578333076 0.0011262456731083153 0.0014506576101418183 0.0010555980303105696 0.0018639772548000111 0.0011256677393290115 0.0011975784315049641 0.0010499331909967075 0.0013636798684508317
leaf_count=217 310 659 279 225 225 818 211 257 154 142 252 161
internal_value=0 -0.000615078 0.000187182 -0.000504508 0.000121748 -0.000910925 -0.00242077 -0.00020749 0.00135508 0.000332115 -0.00357418 -0.00147439
internal_weight=0 0.0112781 0.00887262 0.007771 0.00671278 0.00549648 0.00437023 0.00291958 0.00469487 0.00368693 0.00240551 0.00256126
internal_count=3910 3143 2232 1953 1728 1511 1286 468 767 457 911 303
is_linear=0
shrinkage=0.01524


Tree=2740
num_leaves=18
num_cat=0
split_feature=1213 14 11 453 4 159 15 133 52 49 52 159 52 51 12 150 2
split_gain=0.000669178 0.000295931 0.000185546 0.000182474 0.000274653 0.000142482 0.00017911 0.000149958 0.00024927 0.000182555 0.000161513 0.000152013 0.000139216 0.000194835 0.000164374 0.000108888 4.9603e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 0.088315000000000018 1.0000000180025095e-35 0.27608500000000008 0.096890000000000018 -0.11739999999999999 0.10681500000000001 -0.40083499999999994 -0.010424999999999999 -0.068164999999999989 -0.034019999999999988 0.09716000000000001 -0.030229999999999996 0.086865000000000012 0.08882000000000001 0.08400500000000001
decision_type=2 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 -8 10 15 -11 13 -13 16 -10 -15
right_child=1 -3 -4 -5 -6 -7 7 -9 9 11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.0014254804942873593 -0.0005284910723964305 -0.00089200312059024259 -0.00062479840607410455 -0.00055724744034157242 0.00081611882401818009 -0.0005328356256931227 -0.00056746351863885 -0.00045648983868324007 0.00068752664391531911 -0.00011452399578038636 -0.00039295858804862038 0.0010886526221329837 0.0010786107179840973 -0.00033683874888536914 0.00067747717431736231 -6.9753597155851116e-05 0.00020917840045502512
leaf_weight=0.0010175208954526843 0.0011363178268085162 0.0010028653313176724 0.0010641735630407814 0.0011217898000079876 0.0019173287741912374 0.0010343230783566365 0.0010581596369790931 0.0010006524295634008 0.0012530892107042446 0.0010954006772895142 0.00167508022344557 0.0011774089535138803 0.0014822705299099015 0.0010718960279120539 0.0016662002059738071 0.0011470338942916741 0.0010280234494996765
leaf_count=592 201 122 125 96 366 266 272 380 129 320 194 154 130 109 275 54 125
internal_value=0 4.93265e-05 9.66956e-05 0.000137395 0.000181313 0.000104405 0.000148965 0.00020534 0.000257674 0.000332967 3.02526e-05 0.000496986 0.000601229 0.000458091 0.000260957 0.000325618 -6.9534e-05
internal_weight=0 0.020932 0.0199291 0.018865 0.0177432 0.0158259 0.0147915 0.0136552 0.0126546 0.0115964 0.0040752 0.0075212 0.0064258 0.00494353 0.00376612 0.00240012 0.00209992
internal_count=3910 3318 3196 3071 2975 2609 2343 2142 1762 1490 377 1113 793 663 509 183 234
is_linear=0
shrinkage=0.00177594


Tree=2741
num_leaves=12
num_cat=0
split_feature=4 42 0 39 13 49 47 16 13 15 1
split_gain=4.72722e-05 7.42458e-05 8.44792e-05 0.000166002 0.000143266 0.000125328 8.98986e-05 9.42191e-05 0.000108153 0.000149114 5.87787e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 0.084350000000000008 -0.028919999999999998 -0.084114999999999981 0.086425000000000016 -0.0090499999999999973 -0.083924999999999986 -0.074174999999999977 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 8 -7 -10 -2
right_child=10 -3 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0043135165507198368 -0.00055014164262225259 -0.0029687382648572618 -0.0011456413742445379 -0.0057226006441894964 0.0054365846833826963 0.0035521984733669371 -0.0025658404295162687 0.004092776675344168 0.0022561669157875244 -0.0046193542763779856 0.0040175052889589178
leaf_weight=0.001092271667861436 0.0010570476763054812 0.0018465049780392604 0.0012544286873393817 0.0010918489063457834 0.0013728462307952506 0.001315670013267033 0.0012783330207316399 0.0019356237875196572 0.0011662868147122047 0.0013479463356005656 0.0011840318979937216
leaf_count=159 118 711 58 157 230 482 272 531 187 682 323
internal_value=0 -0.00034264 6.63855e-05 -0.000567779 0.00229381 0.000123986 0.000812097 0.00156105 0.000281526 -0.00142998 0.00186309
internal_weight=0 0.0137018 0.0118553 0.00922798 0.00262727 0.00813613 0.00704386 0.00576553 0.0038299 0.00251423 0.00224108
internal_count=3910 3469 2758 2470 288 2313 2154 1882 1351 869 441
is_linear=0
shrinkage=0.0140794


Tree=2742
num_leaves=17
num_cat=0
split_feature=14 403 403 123 50 12 48 1 52 13 2 457 151 12 15 1
split_gain=0.000271009 0.000155558 0.000359337 0.0001781 0.000243388 0.00032742 0.000332194 0.000334655 0.000192909 0.00021958 0.000246539 0.000169959 0.000175181 0.00017474 0.0001536 0.000129957
threshold=0.05884000000000001 0.088015000000000024 0.03138500000000001 1.0000000180025095e-35 0.082310000000000008 -0.036459999999999992 0.11930500000000001 0.12485500000000001 0.11401500000000002 -0.091849999999999987 0.097940000000000013 0.081330000000000013 -0.0008699999999999999 0.084100000000000022 -0.055679999999999993 0.088385000000000005
decision_type=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 -7 12 -11 15 -15 -14
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 11 -12 -13 13 14 -16 -17
leaf_value=-0.0008519920991272563 -0.00086398147954355536 -0.00055805255410733149 0.0010251744099595023 0.0005108233379786843 -0.00067826552822561142 -4.18170356528962e-05 -0.00074804562054965552 0.00093744023551674337 -0.00061391659121432809 -0.00076054532055622854 0.00099036422434813759 0.00045600942334508181 0.00074501818500764317 0.00017638099446300003 -0.00067441984606974497 -2.140930169104354e-05
leaf_weight=0.0011230863419883262 0.0010094631562587572 0.0012113709165744333 0.0010236705603230622 0.0017749313807673859 0.0015506327490784092 0.0011198912837739328 0.0012193546111766507 0.0014028764216050477 0.0010450626179471312 0.0010382104325138437 0.0015382967552683979 0.001759966106924804 0.0010738106251730901 0.0010113188511999211 0.0014411471595352906 0.0014648267009328697
leaf_count=148 141 336 123 312 586 103 85 99 298 163 70 152 131 345 722 96
internal_value=0 2.39244e-05 5.9917e-05 6.68837e-06 -4.66104e-05 1.76681e-05 8.68654e-05 0.000165812 7.16208e-05 0.000140195 0.000555508 -1.53522e-06 -0.000135093 -4.99154e-06 -0.000323577 0.00030278
internal_weight=0 0.0207985 0.0195871 0.0185634 0.0167885 0.0152378 0.0141148 0.0128954 0.0114925 0.0104475 0.00265819 0.00778928 0.00602931 0.0049911 0.00245247 0.00253864
internal_count=3910 3769 3433 3310 2998 2412 2264 2179 2080 1782 173 1609 1457 1294 1067 227
is_linear=0
shrinkage=0.00167351


Tree=2743
num_leaves=17
num_cat=0
split_feature=14 403 403 11 3 124 0 15 43 42 47 13 1 4 0 15
split_gain=0.000221749 0.000152916 0.000170394 0.000172339 0.000169337 0.000191365 0.000234104 0.000224427 0.000157876 0.000146202 0.000176746 0.000141585 9.34057e-05 0.000187017 0.000136027 7.73826e-05
threshold=0.056865000000000006 -1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 -0.12008499999999998 -0.048219999999999992 -0.053834999999999994 0.041585000000000004 -0.079109999999999986 0.083725000000000008 0.09252500000000001 -0.087159999999999987 0.094695000000000015 0.15927500000000003 -0.23029999999999998 0.091600000000000015
decision_type=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 12 -8 14 -14 -10 -9
right_child=-2 2 -4 -5 5 6 11 15 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00062830184750417735 -0.00084567323265218779 0.00071931448985434402 -0.00061604817120827153 -0.00059616833083482341 0.00068474201570674082 -0.00057056911446774631 3.1995968454116144e-05 0.00094406098092848095 0.00037700914560354532 0.00075159844069920556 -0.00062915673003811922 -0.00083249033940466135 0.00096759046550983093 -5.3484240936500634e-05 -0.00050246273181891381 0.00027498937808078587
leaf_weight=0.0010988668530781459 0.001001909433689204 0.0015904795128972365 0.0011242220426710891 0.0010593071210678309 0.0016168519727811437 0.0013189734579266959 0.0010743429169333789 0.0012670401248371229 0.001069292083482051 0.0010062068222322319 0.0011597240296994382 0.0014754265892933964 0.0010845216666120483 0.001287224534041842 0.0012536812394798405 0.0010269843147736879
leaf_count=906 144 150 336 134 265 630 46 128 44 250 99 236 66 88 132 256
internal_value=0 2.81406e-05 6.73136e-05 0.000111747 0.000157949 9.69638e-05 2.39914e-05 0.000143823 3.39639e-06 0.000113742 4.11366e-06 -0.00046824 0.000160549 0.00041342 -9.76314e-05 0.000644532
internal_weight=0 0.0195131 0.0184143 0.0172901 0.0162307 0.0146403 0.0130234 0.0104736 0.00817962 0.00686065 0.00585444 0.00254977 0.00469472 0.00237175 0.00232297 0.00229402
internal_count=3910 3766 2860 2524 2390 2240 1975 1693 1309 679 429 282 330 154 176 384
is_linear=0
shrinkage=0.00181146


Tree=2744
num_leaves=17
num_cat=0
split_feature=14 403 403 453 52 157 160 1 13 1375 2 43 16 52 16 2
split_gain=0.000263568 0.000143329 0.000156093 0.000147822 0.000153709 0.00012903 0.000259485 0.00025809 0.000133415 0.000179857 0.000140866 0.000123441 9.5722e-05 0.000152898 5.29092e-05 3.08363e-05
threshold=0.05884000000000001 0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 -1.0000000180025095e-35 0.11198000000000001 -0.13934999999999997 -1.0000000180025095e-35 0.083585000000000007 -0.07526999999999999 -0.089559999999999987 0.091210000000000013 -0.23935499999999996 0.097940000000000013
decision_type=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 14 -10 11 -11 15 -14 -8 -12
right_child=-2 -3 3 -5 5 6 8 -9 9 10 12 -13 13 -15 -16 -17
leaf_value=-0.00055145972491395885 -0.00084902693556860578 -0.00054579208129922356 -0.00047177971358411668 -0.00048754569144366966 0.00073616994197431187 -0.00099466256543927364 0.00018900606208745521 0.00014421784556439271 -0.00024428045887995317 0.00044908671869782534 0.0011003519312182198 -0.0002499780294653904 9.4938628126346392e-05 0.00090534467593351032 -0.00030159824288887132 0.00068839147912184908
leaf_weight=0.0010759053606385583 0.0010047995620020697 0.0011377746711433634 0.0010495753821174207 0.0010992630803979822 0.0011234449156490569 0.0010219323971155025 0.001075269161782709 0.0012256465797738925 0.0012490309225292673 0.0016469788695760751 0.0010057768051456571 0.0012400714329724835 0.001663035431845769 0.0010724819050557111 0.0014402334032251841 0.0010299939084951783
leaf_count=906 141 336 331 94 302 501 87 143 55 173 78 175 259 91 81 157
internal_value=0 3.02721e-05 6.66472e-05 0.000105899 0.000147073 0.000190979 0.000146175 -0.00037361 0.000248448 0.000344561 0.000440598 0.000148818 0.00061715 0.000412665 -9.1886e-05 0.000891921
internal_weight=0 0.0191564 0.0180186 0.0169427 0.0158435 0.0147939 0.0136705 0.00224758 0.0114229 0.00890737 0.00765834 0.00288705 0.00477129 0.00273552 0.0025155 0.00203577
internal_count=3910 3769 3433 2527 2433 2102 1800 644 1156 988 933 348 585 350 168 235
is_linear=0
shrinkage=0.00167351


Tree=2745
num_leaves=13
num_cat=0
split_feature=43 3 1 39 48 4 47 1 52 12 3 0
split_gain=4.59662e-05 8.63611e-05 9.10232e-05 0.000122653 8.75338e-05 0.000104146 0.000111048 0.000106808 0.00020382 7.7688e-05 6.55618e-05 6.40366e-05
threshold=0.16180500000000003 0.16699000000000003 0.13271500000000003 0.084535000000000013 0.11379500000000002 -0.08422499999999998 0.09252500000000001 0.088010000000000019 -0.069134999999999988 0.086935000000000012 -0.12008499999999998 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 9 -9 -7 -1 -10
right_child=-2 -3 -4 -5 -6 6 -8 8 11 -11 -12 -13
leaf_value=-0.00020534635590912018 -0.0030608650154242247 0.0040435826315797794 -0.0041054810654482287 0.0050289901299289614 -0.0042855825405606314 0.0014710039570357361 -0.0031451419966465827 -0.0022424040492368832 0.0075225551411061027 -0.0032811925555360638 -0.0049514999224837056 0.0031057780869357347
leaf_weight=0.0013254307085251299 0.0010100635354571381 0.0011397859007766737 0.0011457538317168814 0.001038709439835527 0.0010372154921065866 0.0019477772493291365 0.0012004384317032078 0.0010368745221873976 0.001434158424697074 0.0011885340664617163 0.0011809119710184503 0.0013841005642921504
leaf_count=205 276 183 164 263 92 588 219 112 101 872 473 362
internal_value=0 0.000167072 -0.000150343 0.000204406 -0.00022262 0.000171292 0.000970715 0.00167741 0.00331043 -0.000329885 -0.00244159 0.00535339
internal_weight=0 0.0150597 0.0139199 0.0127742 0.0117354 0.0106982 0.00819188 0.00699144 0.00385513 0.00313631 0.00250634 0.00281826
internal_count=3910 3634 3451 3287 3024 2932 2254 2035 575 1460 678 463
is_linear=0
shrinkage=0.0146482


Tree=2746
num_leaves=16
num_cat=0
split_feature=1213 14 11 3 159 159 52 457 4 2 3 15 0 0 43
split_gain=0.00052194 0.000156954 0.000121963 0.000182903 0.000139545 0.000189518 0.000119451 0.000125584 0.00014973 0.00021979 0.000145814 0.00017123 0.000121418 0.000161909 5.45516e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 0.088315000000000018 -0.15002999999999997 0.10519500000000001 0.073745000000000019 0.28122000000000008 -0.067474999999999993 0.25367000000000006 0.11339500000000001 -0.089974999999999986 0.083935000000000023 -0.12329499999999999 -0.070894999999999986 -0.074254999999999988
decision_type=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 -9 12 -12 -14 -15
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 11 -13 13 14 -16
leaf_value=-0.0013732672094750394 0.00054534102379673842 -0.00075939596909221658 -0.00063480183843107603 -0.00059124583057047428 -0.00069555058132274642 0.00059621786202412245 -0.00062945210949209125 -0.00055475260780467502 0.00045773579199176923 -0.00069396222256110898 0.00031301509631987329 0.0005678906108725054 -0.00064859507767347341 0.00025597815022735098 -0.00022130892904917402
leaf_weight=0.0010067409446870767 0.0014022989664891549 0.0010438245683303668 0.0010902423446221823 0.001199828385535698 0.0010607431760112284 0.0011999228001148199 0.001182875903093455 0.0011599161558888309 0.0016997532515828579 0.001498195672806805 0.0019744777782539922 0.0017330437438270868 0.0015113240293912829 0.0015681238825635026 0.0012571417672487006
leaf_count=592 142 122 125 213 283 271 325 206 245 176 100 471 469 90 80
internal_value=0 -0.000114486 -8.00315e-05 -4.7245e-05 -9.59963e-05 -5.62097e-05 -0.000109161 -6.39137e-05 -1.2897e-05 -8.7644e-05 1.10501e-05 9.26357e-05 -3.78711e-05 -0.000197632 4.36025e-05
internal_weight=0 0.0205817 0.0195379 0.0184476 0.0170453 0.0159846 0.0147847 0.0136018 0.012402 0.0107022 0.00920403 0.00804411 0.00631107 0.00433659 0.00282527
internal_count=3910 3318 3196 3071 2929 2646 2375 2050 1837 1592 1416 1210 739 639 170
is_linear=0
shrinkage=0.00170698


Tree=2747
num_leaves=18
num_cat=0
split_feature=14 403 124 16 43 157 133 16 50 3 43 0 2 48 12 16 16
split_gain=0.000370648 0.000231651 0.000170674 0.000215971 0.000343213 0.000256767 0.000241721 0.000308367 0.0001897 0.00013548 0.000200684 0.000151276 0.000237014 0.000187128 7.6988e-05 6.7412e-05 6.02052e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.10385500000000002 0.081265000000000018 -0.073139999999999983 -0.062769999999999979 0.083815000000000014 -0.055679999999999993 0.10030500000000002 -0.10315499999999998 -1.0000000180025095e-35 -0.16443499999999997 0.113945 0.090910000000000005 0.085250000000000006 0.26364000000000004 0.25185000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 16 -3 7 8 9 -7 -11 12 13 -12 -8 -6 -5
right_child=-2 2 -4 4 15 6 14 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00075414309543395575 -0.0011021574608420508 0.0009369651052358966 0.00081447103793605739 -0.00019426747165723497 -0.00052687257276094507 0.00047348039753338129 0.0010115427493755135 -0.00070112988795995187 0.00086264592540080936 -0.00079042211766687726 -0.00035719928055816903 0.00047527136956331017 -0.00085558278445913689 0.00072835305211262709 0.00029928661371728278 -0.0011900486352196685 0.00038593229486801923
leaf_weight=0.0012250794540431117 0.0010434165395887809 0.0012760566433793795 0.0010079312804324577 0.0010410850498364654 0.0010222262019057389 0.0017001275445060983 0.0010141173146219424 0.001976820628993378 0.0010016104284527065 0.0012112165851063689 0.0011067934800359507 0.0018122305292404329 0.0011758974594837657 0.0010625934031622819 0.0010592449944120397 0.001072101237696417 0.0014765193647478317
leaf_count=906 135 337 47 117 77 102 265 381 128 246 55 327 66 23 264 240 194
internal_value=0 2.58036e-05 7.35389e-05 3.42511e-05 -0.000313718 0.000145722 6.8769e-05 -3.98783e-05 0.000104235 1.00913e-05 -0.00011361 4.5336e-05 -0.000187572 0.000174518 0.000647663 -0.000866357 0.000146007
internal_weight=0 0.0212417 0.0200166 0.0190086 0.00461193 0.0143967 0.0131207 0.0110473 0.00907047 0.00806886 0.00636873 0.00515751 0.00334528 0.00216939 0.00207336 0.00209433 0.0025176
internal_count=3910 3775 2869 2822 628 2194 1857 1328 947 819 717 471 144 78 529 317 311
is_linear=0
shrinkage=0.00184769


Tree=2748
num_leaves=17
num_cat=0
split_feature=14 403 403 403 124 484 3 160 1 457 49 52 47 4 4 15
split_gain=0.000359849 0.000187891 0.000188668 0.000309037 0.000151965 0.000196752 0.00017624 0.000189785 0.000172313 0.000146694 0.000159168 0.000182748 0.00026559 0.000248948 0.000115471 0.000114461
threshold=0.073890000000000011 -1.0000000180025095e-35 0.088015000000000024 0.03138500000000001 -0.048219999999999992 -0.0043499999999999988 -0.15653499999999998 0.10150000000000002 0.12864500000000004 0.082870000000000013 -0.059914999999999989 -0.072349999999999984 0.09252500000000001 -0.15534499999999998 -1.0000000180025095e-35 -0.10192499999999999
decision_type=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 -8 -12 13 -13 -15 -16
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 11 12 -14 14 15 -17
leaf_value=-0.00065482902497981954 -0.0010467854921749728 0.00055216769677331071 -0.00060797514820538033 0.0010363085809363341 -0.00066309597642956355 0.00072528364412754098 -0.00061616806971267568 -0.00072794288236687399 0.00053165513441784016 0.00049384372804259051 -0.00058101170814184235 -0.00036812976130060803 -0.00056005940388449596 0.00095094782703125766 -7.9605861929745101e-05 0.00071488285374330036
leaf_weight=0.0011809355980353714 0.0010055317851141157 0.0016493136026918568 0.0012023735292871754 0.0010179876646586239 0.0012605393532856826 0.0010961902441351161 0.0015691050004508853 0.0010065150789195518 0.0019615330377191808 0.001398741246571523 0.0013686423549103804 0.001202282820250805 0.0013445592253314015 0.0013435708711029 0.0011407861593550478 0.001060985496635621
leaf_count=906 135 260 336 123 473 147 144 114 168 127 292 41 100 349 74 121
internal_value=0 1.96654e-05 6.0257e-05 0.000103874 4.9331e-05 -3.31371e-06 5.40717e-05 -8.50407e-07 5.82148e-05 -3.08348e-05 -0.000112108 -6.09765e-06 0.00012306 0.000316524 0.000548701 0.000303241
internal_weight=0 0.0208041 0.0196231 0.0184208 0.0174028 0.0157535 0.0144929 0.0133967 0.0123902 0.0104287 0.00902993 0.00746083 0.00609218 0.00474763 0.00354534 0.00220177
internal_count=3910 3775 2869 2533 2410 2150 1677 1530 1416 1248 1121 977 685 585 544 195
is_linear=0
shrinkage=0.00174112


Tree=2749
num_leaves=13
num_cat=0
split_feature=475 15 158 15 457 4 16 48 16 42 4 160
split_gain=4.55311e-05 8.07491e-05 9.79114e-05 9.91922e-05 8.37846e-05 0.00010629 8.97912e-05 0.000113922 7.64116e-05 0.000133015 5.40319e-05 2.43089e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.081110000000000015 -0.11739999999999999 -0.0034949999999999994 0.17888000000000001 -0.094359999999999986 0.085090000000000013 0.41476000000000007 1.0000000180025095e-35 -0.08422499999999998 0.086620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 10 -8 -9
right_child=1 2 -4 4 5 -7 7 11 -10 -11 -12 -13
leaf_value=-0.0023302354761579845 0.0036346725774852001 -0.0037518090094033102 -0.0041784418981898382 -0.0032379861398733906 -0.0025384988225170403 0.00507511440731987 -0.001367174072050464 0.0024756987269106507 0.0027727643046516087 -0.0049268301535660176 0.0026126497677215646 0.0055205793039269074
leaf_weight=0.0015824322232872575 0.001231093456863174 0.00112963313102053 0.0010896224306993435 0.0010120840713420598 0.0015888378551396258 0.0011329063448605016 0.0012766442808680063 0.0010772950044919752 0.0014940946896937549 0.0011766299211021626 0.0014378098011187616 0.0010042505256849903
leaf_count=621 267 229 366 136 290 143 337 175 135 725 408 78
internal_value=0 0.000183654 -0.000132932 0.000224571 0.000625609 0.0010094 0.000500759 0.00114748 6.62587e-05 -0.000972983 0.000740885 0.00394471
internal_weight=0 0.0146509 0.0134198 0.0123302 0.0112006 0.0101885 0.00905556 0.00746672 0.00538518 0.00389108 0.00271445 0.00208155
internal_count=3910 3289 3022 2656 2427 2291 2148 1858 1605 1470 745 253
is_linear=0
shrinkage=0.0140794


Tree=2750
num_leaves=16
num_cat=0
split_feature=14 403 52 157 43 13 376 16 52 15 16 1 15 15 4
split_gain=0.000326524 0.000161454 0.000199171 0.00017186 0.000177564 0.000278026 0.000160112 0.000184653 0.000165836 0.000160223 0.000157979 0.000183403 0.000142496 0.000237891 0.000118788
threshold=0.064610000000000015 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 -0.15109999999999998 0.17936000000000002 1.0000000180025095e-35 -0.055679999999999993 -0.088779999999999984 -0.015439999999999997 -0.19424999999999998 0.094695000000000015 -0.13823999999999997 0.024640000000000006 -0.077679999999999985
decision_type=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 -10 12 14 -6 -14 -12
right_child=-2 2 3 4 6 -7 -8 8 9 -11 11 -13 13 -15 -16
leaf_value=-0.00061803428073117762 -0.00098443484023199592 -0.00066172221306716494 0.00071534132128171345 0.0011416379433952884 0.00026301700027903113 1.6305889484816935e-05 0.00059392050845475265 8.9016139120732366e-05 -0.0012251920501719776 -0.00030067164073379406 0.00045723539008340282 0.00074658516652604352 -0.00092450965272424456 0.00014595031226778579 -0.00031897710792989535
leaf_weight=0.0011283760530377334 0.0010437987699006756 0.0010944052334041733 0.0014032629433880601 0.0011562873474458271 0.0014584690896532197 0.0017261254303471904 0.0012259785129460762 0.0013802843617265366 0.0010047347278014044 0.0014365214223949719 0.0010596915704171855 0.001756992570623974 0.0014143610349893246 0.001219221346144439 0.0015049141717606591
leaf_count=906 138 360 313 84 174 120 165 176 249 317 197 135 166 67 343
internal_value=0 3.44892e-05 7.35679e-05 0.000118912 6.77019e-05 0.000467736 -1.79565e-05 -7.92672e-05 -0.000402991 -0.000681172 6.77705e-05 0.000304572 -0.000182315 -0.000428938 1.75283e-06
internal_weight=0 0.0199696 0.0188412 0.0177468 0.0163436 0.00288241 0.0134612 0.0122352 0.00382154 0.00244126 0.00841365 0.0043216 0.00409205 0.00263358 0.00256461
internal_count=3910 3772 2866 2506 2193 204 1989 1824 742 566 1082 675 407 233 540
is_linear=0
shrinkage=0.00177594


Tree=2751
num_leaves=18
num_cat=0
split_feature=1213 1456 11 453 1374 0 48 124 3 16 0 43 43 0 15 15 3
split_gain=0.000601579 0.000334917 0.000316064 0.000240843 0.000216888 0.000290596 0.000253656 0.000271509 0.000351339 0.000141037 0.000137735 0.000135543 0.000251871 0.000264719 0.000263633 9.1997e-05 7.50101e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.10417000000000001 0.10385500000000002 -0.015794999999999997 0.15100500000000003 -0.15007499999999999 0.0041500000000000009 -0.0037249999999999996 -0.07773999999999999 -0.089594999999999994 -0.015439999999999997 -0.077104999999999993
decision_type=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 -10 12 13 14 -7 -12 -15
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 15 -13 -14 16 -16 -17 -18
leaf_value=-0.0014398307881672856 -0.0010194320752590434 -0.00064183604179026213 -0.00085410133137505469 -0.00068007434654500257 0.001012965350515398 0.00052028677944877366 0.00090566510169675036 0.001018709944695685 -0.00057570806274922397 -0.00080055512582648085 -0.00018201623092754059 -0.000187397232363387 0.0012249646132973884 0.00040767562996798937 -0.00069854812169609494 0.00052199739604223997 0.0010458581035178668
leaf_weight=0.001015709316074506 0.001008314126233866 0.0010385325627928479 0.0011870835894095952 0.0011819472409446688 0.0015920942959670647 0.0010705075759710192 0.0015169296440999602 0.0010583101584639579 0.0016400976185951821 0.0015936842184317845 0.0015532921563108162 0.0017466275299181724 0.0011026797918475845 0.0018534542636181855 0.0015329663437695113 0.0011454612197861628 0.0010109930703500625
leaf_count=592 332 68 143 89 82 194 186 41 83 121 256 359 146 292 663 97 166
internal_value=0 4.24898e-05 9.15513e-05 0.000145946 0.000196127 0.00024338 0.000170556 9.77118e-05 2.93105e-05 -0.000321085 -0.000144972 0.000279241 0.000403285 0.000237583 -0.000197382 0.000116796 0.000632919
internal_weight=0 0.022833 0.0218247 0.0206376 0.0194556 0.0184171 0.016825 0.0153081 0.0142498 0.00593254 0.00433885 0.00831723 0.0065706 0.00546792 0.00260347 0.00269875 0.00286445
internal_count=3910 3318 2986 2843 2754 2686 2604 2418 2377 557 436 1820 1461 1315 857 353 458
is_linear=0
shrinkage=0.00188464


Tree=2752
num_leaves=17
num_cat=0
split_feature=14 11 403 3 124 13 0 0 49 157 160 52 0 15 16 2
split_gain=0.000401163 0.00018659 0.000209491 0.000236864 0.000215374 0.000131377 0.00015796 0.000272889 0.000176537 0.000184752 0.000208119 0.000244679 0.000288543 0.000207328 0.000206346 0.000140226
threshold=0.073890000000000011 0.088315000000000018 0.088015000000000024 -0.15121499999999996 -0.061329999999999989 -0.10023999999999998 -0.053834999999999994 -0.017269999999999997 -0.091004999999999989 -0.077044999999999988 -1.0000000180025095e-35 0.055120000000000009 -0.07773999999999999 -0.074174999999999977 -0.094359999999999986 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 15 8 -8 -7 -10 -11 12 13 14 -12 -6
right_child=-2 -3 -4 4 5 6 7 -9 9 10 11 -13 -14 -15 -16 -17
leaf_value=0.00090637570902429767 -0.0010922130258222669 -0.00068149897706180429 -0.00065768295629339065 0.00064161941627296755 -0.00013559363710753059 -0.00065067010153600172 -0.0011554335844523207 7.4211548144723714e-05 0.00081074811756322524 -0.00057656961012484147 -0.00047534882416431406 0.00070534246591379146 0.00078012986781212865 -0.00089744842498806125 0.00049803501241865559 0.00061871867247174982
leaf_weight=0.0011255207172685749 0.0010499780055289445 0.0010952801186800967 0.0011713428938053922 0.0018407653672231896 0.0012895099633799855 0.0011330047821947681 0.0010746642606455185 0.0012102886555566328 0.0010055462896085112 0.0015745068481302126 0.001441335380563815 0.0017805031345632938 0.0010198801923311483 0.0011943857312706752 0.0013122618817033712 0.0019568251856740063
leaf_count=132 135 125 335 287 101 102 154 145 281 578 133 553 233 346 128 142
internal_value=0 3.23495e-05 7.11896e-05 0.000116222 6.63527e-05 1.3931e-07 -8.10934e-05 -0.000504118 1.13024e-05 9.17038e-05 4.83083e-06 0.000140481 -6.19673e-05 -0.000279506 -1.14703e-05 0.000319091
internal_weight=0 0.0212256 0.0201303 0.018959 0.0178335 0.0159927 0.0127464 0.00228495 0.0104614 0.00932842 0.00832287 0.00674837 0.00496786 0.00394798 0.0027536 0.00324634
internal_count=3910 3775 3650 3315 3183 2896 2653 299 2354 2252 1971 1393 840 607 261 243
is_linear=0
shrinkage=0.00177594


Tree=2753
num_leaves=17
num_cat=0
split_feature=14 403 52 376 1 48 12 2 457 52 13 159 15 3 43 3
split_gain=0.000382818 0.000148145 0.000160134 0.000200589 0.000212213 0.00021002 0.000265562 0.000263478 0.00031494 0.000220942 0.000164813 0.000182088 0.000251033 0.000188843 0.000236477 0.000102179
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.40083499999999994 0.048375000000000008 0.13860500000000003 0.11930500000000001 -0.051479999999999991 0.11542500000000001 -0.0034949999999999994 0.11262000000000001 0.16421000000000002 0.093320000000000014 -0.095799999999999982 0.086245000000000016 -0.083899999999999988 -0.089604999999999976
decision_type=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 12 -10 14 -14 -16
right_child=-2 2 3 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 -17
leaf_value=-0.00057024970441259357 -0.0011012691406492136 -0.00057752328799139953 -0.00069947384378069889 0.00067996706646782643 0.00085475698458840096 -0.00072430570236203524 -0.00090973820791670273 0.00080487192335675073 -0.00016202133790387576 -0.00052386411763887257 -0.00041758557478667577 -0.00038467770915067036 0.001016160942263109 0.0011736271838820463 0.00055885152718439897 -0.00016936790803441133
leaf_weight=0.0012736120689349475 0.0010296483519969665 0.0011928555375823628 0.0013891136205533066 0.0018125982990092769 0.0010052105345044844 0.0012246248358366288 0.0010499550066712113 0.001675153603587917 0.001847094623297147 0.0014774351463941572 0.0011413737003660726 0.0010648489339429561 0.0013995399222163727 0.0014393561600459376 0.0010023173227790123 0.0017124891074022015
leaf_count=906 135 360 184 185 148 82 213 190 148 345 58 182 148 74 101 451
internal_value=0 2.91617e-05 6.65219e-05 0.00010645 4.68027e-05 -2.64923e-06 5.54978e-05 0.000131441 3.84739e-05 0.000128292 0.000228585 0.000315704 0.000416477 0.000608879 0.000411308 9.94936e-05
internal_weight=0 0.0217076 0.020434 0.0192411 0.0174285 0.0164233 0.0151987 0.0138096 0.0121344 0.0110845 0.00960702 0.00846565 0.0074008 0.0055537 0.00411435 0.00271481
internal_count=3910 3775 2869 2509 2324 2176 2094 1910 1720 1507 1162 1104 922 774 700 552
is_linear=0
shrinkage=0.00181146


Tree=2754
num_leaves=13
num_cat=0
split_feature=484 156 42 43 160 42 151 43 42 1 4 457
split_gain=4.78777e-05 5.26958e-05 9.58803e-05 0.000100961 0.000106019 0.000136384 0.000125892 0.000160275 0.000187229 8.95217e-05 0.000118668 5.28086e-05
threshold=-0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.15109999999999998 -0.092169999999999988 -1.0000000180025095e-35 -0.0088999999999999982 -0.074254999999999988 0.08221500000000001 0.10373000000000002 -0.0025899999999999994 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 11 -8 9 10 -9 -7
right_child=1 -3 3 4 5 6 7 8 -10 -11 -12 -13
leaf_value=-0.0031646557566008724 -0.0041448023764370616 -0.003345300851506753 0.0042950890474187731 -0.0045633881964218821 -0.0046821397328788011 -0.0047619793573730482 0.0069035716984946109 0.0035527961571385335 -0.0043240031365315845 0.0055347138534039345 -0.0029064641744987602 0.00037838031041143814
leaf_weight=0.0011674406869395691 0.0010740433551309917 0.0010041591331926081 0.0017793867371986597 0.0010511102536262676 0.0010562833601031442 0.0010045399257489901 0.0015041320264397341 0.0017613878847013709 0.0012564014706334201 0.0016539316921734618 0.0012037032126386163 0.0010052278748852754
leaf_count=612 200 322 209 425 612 211 254 93 560 180 89 143
internal_value=0 0.000166126 0.00041184 0.000780475 0.000236506 0.000719505 0.00132718 0.00228531 0.00110302 0.0025792 0.000930606 -0.00219092
internal_weight=0 0.0153543 0.0143501 0.0132761 0.0114967 0.0104456 0.00938932 0.00737956 0.00587542 0.00461902 0.00296509 0.00200977
internal_count=3910 3298 2976 2776 2567 2142 1530 1176 922 362 182 354
is_linear=0
shrinkage=0.0158556


Tree=2755
num_leaves=13
num_cat=0
split_feature=1 123 14 13 48 4 42 403 1 2 16 1
split_gain=4.21435e-05 0.000111861 0.000122268 0.000100571 9.12257e-05 0.000128097 0.000183293 9.48972e-05 0.000121662 0.000147554 0.000118457 3.99779e-05
threshold=0.14000500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.17936000000000002 0.11379500000000002 0.074650000000000008 0.088915000000000008 0.03138500000000001 0.094695000000000015 0.086915000000000006 0.15737500000000001 0.10617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 -4 -11 -7
right_child=-2 -3 3 -5 -6 11 -8 -9 -10 10 -12 -13
leaf_value=-0.004553860141530303 0.0025157141403156936 0.0035858234963906262 -0.0041363284926077774 -0.0042928484635665473 -0.0034836564319489565 0.0017588980797919515 -0.0052960295405080574 0.0044455816935776854 0.0037958372463304116 0.002833699502869544 -0.0028527152774104549 0.0056280008871790622
leaf_weight=0.0013519271569002187 0.0011318516235509874 0.0013263377716430597 0.0018016037126902156 0.0010418828194538156 0.0011615517723782423 0.0010140267826444348 0.0011433293513578796 0.0010703314637226444 0.0012702196313309488 0.0019917491606619899 0.0010745641049253827 0.0010212839988823436
leaf_count=109 168 295 717 171 110 212 815 212 239 581 155 126
internal_value=0 -0.000244744 -0.000609144 -0.000185574 0.000184971 0.00059522 -0.000161492 0.000652893 -8.45283e-06 -0.00100113 0.000840943 0.00370035
internal_weight=0 0.0152688 0.0139425 0.0125905 0.0115487 0.0103871 0.0083518 0.00720847 0.00613814 0.00486792 0.00306631 0.00203531
internal_count=3910 3742 3447 3338 3167 3057 2719 1904 1692 1453 736 338
is_linear=0
shrinkage=0.0138033


Tree=2756
num_leaves=16
num_cat=0
split_feature=14 124 1 474 16 15 0 0 133 13 2 1 15 1 151
split_gain=0.000358546 0.000180112 0.000184307 0.000232788 0.000226007 0.00021242 0.000185815 0.000170351 0.00015898 0.000153885 0.000122839 0.000170926 0.000140634 9.68317e-05 9.15928e-05
threshold=0.073890000000000011 0.11158000000000001 0.077800000000000022 0.059400000000000008 -0.055679999999999993 -0.064869999999999983 -0.07773999999999999 -0.084074999999999997 1.0000000180025095e-35 0.0015650000000000002 0.089910000000000004 0.11052000000000002 -0.10192499999999999 0.10871500000000002 -0.0095999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -6 10 -1 9 -9 12 14 -4 -7 -12
right_child=-2 -3 3 -5 5 13 -8 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00068139358331276503 -0.0010068047695413545 0.00071430576638613699 -0.00068071410098919304 0.00076153707571345022 -0.00082638414444701641 -0.00039399928500407521 0.00086856867342499145 -0.00022739753090442083 -0.00046003750585329724 0.00055100152443584845 0.0002613319497401033 -0.00010289122404018705 0.00010324429831105857 0.00028995396269883332 0.00095094509799592401
leaf_weight=0.0018237232508981904 0.001015269058928763 0.00106930328276104 0.0010218450842041371 0.001430458109218582 0.0014348896277455586 0.0010483509816112948 0.0010433789421584573 0.001426181849018519 0.0018609773721149992 0.0015381678690060234 0.0011311882108906435 0.0017975739689532529 0.0019186573764534412 0.0014202611129984638 0.0011136956351839311
leaf_count=989 135 40 95 242 226 304 286 302 545 146 52 161 243 92 52
internal_value=0 3.17408e-05 -4.73557e-06 0.000110837 3.28141e-05 -0.000304088 0.000196662 -0.000236962 -6.89895e-05 0.000176505 9.62673e-05 0.00028936 -0.000169187 -5.01982e-07 0.000603452
internal_weight=0 0.0210787 0.0200093 0.0133603 0.0119298 0.0039035 0.00802634 0.00664905 0.00482533 0.00296435 0.00698296 0.00404246 0.0029405 0.00246861 0.00224488
internal_count=3910 3775 3735 1753 1511 622 889 1982 993 448 603 265 338 396 104
is_linear=0
shrinkage=0.00170698


Tree=2757
num_leaves=16
num_cat=0
split_feature=14 11 3 157 12 158 1375 13 42 43 15 52 49 0 3
split_gain=0.000276844 0.000144152 0.00024283 0.000157867 0.000141659 0.000114154 9.52325e-05 9.71957e-05 0.000113883 0.00013177 0.000216005 0.000148393 0.000142605 0.000163762 0.000128037
threshold=0.064610000000000015 0.088315000000000018 -0.15002999999999997 -0.08107499999999998 0.11655500000000001 0.084710000000000021 -0.072014999999999982 0.11202500000000001 -1.0000000180025095e-35 -0.074254999999999988 -0.050004999999999994 -0.074484999999999982 0.093425000000000022 -0.10071499999999999 0.088060000000000013
decision_type=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 -8 10 -10 -11 13 14 -13
right_child=-2 -3 3 4 -6 -7 7 -9 9 11 -12 12 -14 -15 -16
leaf_value=0.00083635697559028143 -0.0009799635913721402 -0.00066109888721102377 0.00064707353690887886 -0.00047548180220171612 -0.00072360524113484451 -0.00061041580555520989 -0.00047381875353003257 0.00049438030448398923 0.0010255504368551314 -0.00061050517012927017 -6.6977773869325927e-05 0.0007043762722282285 0.00064836175811188931 -0.00051237097486221315 -0.00010738435051850632
leaf_weight=0.0013459968569913645 0.0010183743765521105 0.0010239692395730407 0.0012642663630081713 0.0011480466196228467 0.0010218708066191519 0.0010114593643572268 0.0014192602966115039 0.0018225385221674875 0.0012497285007784685 0.0012968220925647141 0.0013234744030023501 0.0011487267218329915 0.0012871198036712977 0.0017659645362534423 0.0017287490677746348
leaf_count=143 138 125 337 93 145 341 709 146 348 177 234 67 106 671 130
internal_value=0 2.75549e-05 6.49957e-05 5.6265e-06 -4.43594e-05 1.29945e-06 4.4901e-05 9.07074e-05 2.51352e-05 9.73906e-05 0.000463631 -3.30038e-05 9.32771e-05 -6.05873e-05 0.000216681
internal_weight=0 0.019858 0.018834 0.017488 0.0162238 0.0152019 0.0141904 0.0130424 0.0112198 0.00980059 0.0025732 0.00722738 0.00593056 0.00464344 0.00287748
internal_count=3910 3772 3647 3504 3167 3022 2681 2588 2442 1733 582 1151 974 868 197
is_linear=0
shrinkage=0.00188464


Tree=2758
num_leaves=13
num_cat=0
split_feature=4 15 16 0 52 0 133 1 13 457 3 133
split_gain=4.80683e-05 8.98282e-05 7.69401e-05 0.000113654 0.000140239 0.000118425 9.15888e-05 8.7688e-05 0.000105539 7.65977e-05 6.3317e-05 4.68124e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.38486499999999996 -0.10575999999999998 -0.0066199999999999991 -0.084304999999999977 -0.036599999999999987 0.081005000000000008 -0.0010249999999999997 0.084620000000000015 0.11265500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -5 -7 11 -9 -4 -2 -8
right_child=10 2 3 5 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.004415844097901243 0.0042940424831708788 -0.0037386731990191736 0.002535799133717345 -0.0044589287268259623 0.0057480730024478417 0.0035090080528831832 0.0026871147180335393 0.00048518151566878198 -0.0052432576889004275 -0.0025791853902540911 -0.00039640636386989626 -0.00074622241381480301
leaf_weight=0.0010053485022613337 0.0010905982594102389 0.0010325877496217923 0.0012497129264289059 0.0013564199343682496 0.0014398546827992771 0.0012689301661566238 0.0015125583651049417 0.0011819345263771146 0.0013841455810048586 0.0010835390790612243 0.0011962986555710733 0.0016415828641434139
leaf_count=275 290 134 150 899 103 327 231 451 293 51 151 555
internal_value=0 -0.000359496 -4.94087e-05 0.00026494 0.00229274 -0.000651848 8.70118e-05 -0.000672098 -0.00260474 0.000160451 0.00184042 0.000900223
internal_weight=0 0.0141566 0.0131513 0.0121187 0.00377311 0.00834557 0.00698915 0.00572022 0.00256608 0.00233325 0.0022869 0.00315414
internal_count=3910 3469 3194 3060 304 2756 1857 1530 744 201 441 786
is_linear=0
shrinkage=0.0140794


Tree=2759
num_leaves=17
num_cat=0
split_feature=14 124 4 157 0 42 3 160 483 151 43 1 4 1 16 3
split_gain=0.000390522 0.000214688 0.000195826 0.000220446 0.000231524 0.000192914 0.000227553 0.000149849 0.000210093 0.000172756 0.00016614 0.000232183 0.000201074 0.000244743 0.000208581 6.98106e-05
threshold=0.073890000000000011 0.11158000000000001 -0.49837999999999999 -0.073574999999999988 0.047345000000000005 -1.0000000180025095e-35 -0.088024999999999978 -1.0000000180025095e-35 0.083090000000000011 -0.090394999999999989 -0.074254999999999988 0.077800000000000022 0.24280000000000004 0.089075000000000015 -0.075409999999999991 -0.078669999999999976
decision_type=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 -9 15 -12 13 -13 -15 -11
right_child=-2 -3 3 4 -6 7 -8 9 -10 10 11 12 -14 14 -16 -17
leaf_value=-0.00066052557723718158 -0.001088923729286008 0.0008159629751871559 0.00063444897822813122 -3.6315880648197453e-05 0.0005919118005303925 -0.00098449587068457972 -0.0011706131220456599 -0.00059558947951707263 0.00012863745101263056 0.00026862468720641468 -0.00067762135604327309 0.00067315136691482446 0.00068192724737768445 -0.00087870405400881165 8.1589105943875777e-05 0.00083793727360297857
leaf_weight=0.0013298891900430159 0.0010142066331869223 0.0010657514889058596 0.0018064157325062549 0.0011848637464427318 0.0017572488676598245 0.0010830174829395264 0.0010540272747059905 0.0010752080869975292 0.0010564322244716717 0.001510984618499453 0.0012708566125948706 0.0010721948831300676 0.0016604829565870904 0.001222333863760135 0.0017133332311682664 0.0012342185680749634
leaf_count=175 135 40 440 406 139 376 520 104 264 190 403 86 168 123 164 177
internal_value=0 3.92718e-05 -2.05112e-06 4.47736e-05 -1.82738e-05 -8.91056e-05 -0.000570321 -5.58091e-06 -0.000434845 7.97743e-05 0.000154756 8.45026e-06 0.000162269 -5.30285e-05 -0.000318251 0.000524582
internal_weight=0 0.0210973 0.0200315 0.0187016 0.0168952 0.015138 0.00223889 0.0128991 0.00213945 0.0107596 0.0096844 0.0069392 0.00566834 0.00400786 0.00293567 0.0027452
internal_count=3910 3775 3735 3560 3120 2981 926 2055 640 1415 1311 944 541 373 287 367
is_linear=0
shrinkage=0.00177594


Tree=2760
num_leaves=13
num_cat=0
split_feature=43 42 40 16 43 14 42 15 16 4 0 2
split_gain=4.62872e-05 8.72356e-05 0.000182694 9.65215e-05 0.000161103 8.42352e-05 8.1388e-05 0.000117912 0.00012909 0.000195674 0.000143312 7.70539e-05
threshold=0.16180500000000003 -0.10770999999999999 -0.018084999999999997 0.081265000000000018 -0.074254999999999988 -0.10523499999999998 0.084100000000000022 -0.106555 -0.094359999999999986 0.0057500000000000008 -0.084074999999999997 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 -7 -9 10 -10 -8
right_child=-2 2 3 4 -6 6 11 8 9 -11 -12 -13
leaf_value=-0.0038899868731838102 -0.0029849948865168143 0.0051082069757564311 -0.003237926278254929 0.0011610582123217957 -0.0055423504700582108 0.0058306487332287363 -0.0039075472354163695 -0.0023227488149320328 -0.0039537363324118838 0.007309801562388989 0.003137877419041782 0.001401262750546983
leaf_weight=0.0010297230168210885 0.0010382989278894588 0.0015415761249253186 0.0010735215698514629 0.0013940312013252208 0.001574538948540938 0.0012357737866580017 0.0011599587006901814 0.0017239832472224197 0.0010210722804293339 0.0011595089681444293 0.0013847115614419869 0.0010972004373835307
leaf_count=220 276 344 102 261 321 206 623 190 313 50 417 587
internal_value=0 0.000147746 0.000437165 -0.000124329 -0.00239445 0.000559437 0.00102362 0.00183673 0.000903603 0.00246369 0.000128027 -0.00132695
internal_weight=0 0.0153956 0.0143659 0.0128243 0.00296857 0.00985573 0.00878221 0.00652505 0.00528928 0.00356529 0.00240578 0.00225716
internal_count=3910 3634 3414 3070 582 2488 2386 1176 970 780 730 1210
is_linear=0
shrinkage=0.0143609


Tree=2761
num_leaves=17
num_cat=0
split_feature=14 124 123 12 133 50 48 1 0 3 4 15 49 3 3 1
split_gain=0.000269582 0.00018519 0.000161013 0.000229254 0.000192098 0.000200998 0.00027765 0.000275297 0.000381897 0.000194977 0.000169516 0.000144612 0.000148961 0.000430077 6.67112e-05 5.83134e-05
threshold=0.064610000000000015 0.11158000000000001 1.0000000180025095e-35 -0.0089849999999999982 0.093845000000000026 0.10119500000000002 0.11930500000000001 0.11198000000000001 -0.10303999999999998 -0.15121499999999996 -0.23071499999999998 -0.095799999999999982 -0.073619999999999977 -0.078884999999999997 0.086245000000000016 0.087480000000000016
decision_type=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 -5 -11 14 -13 -14 -12 -15
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 10 11 12 13 15 -16 -17
leaf_value=-0.00075998740067762568 -0.00086373729603658441 0.00072274775458652579 0.00051477315138503531 0.00074277834487723206 -0.00064211420327305751 -0.00067044224292073554 -0.00072469139628789146 0.0012061526379189063 -9.6317885457723954e-05 -0.00063986070562171396 1.0230908340033188e-05 -0.00024833023133505891 -0.00024498743817483588 0.00058287607846579438 -0.00055387821891812381 0.0011285492167698473
leaf_weight=0.0012628133238788168 0.0010452735771239929 0.0010514872827296828 0.0015492401495982187 0.0010472972258159805 0.0012732093070998733 0.0010551571317190924 0.0010923446224000441 0.0015574687380613267 0.001133206605125143 0.0011758658550968812 0.001139647223290261 0.0015423338619821219 0.0018214398556772337 0.0010966518894922144 0.0013164521565318665 0.001189684913365574
leaf_count=214 138 40 305 138 585 338 80 83 166 113 215 118 1021 167 39 150
internal_value=0 2.51759e-05 -1.29218e-05 -5.91004e-05 -5.26536e-06 4.81936e-05 0.000101925 0.000171275 0.000657603 4.45929e-05 -3.41834e-05 5.36746e-05 0.000203995 0.000373828 -0.000292128 0.000866815
internal_weight=0 0.0203043 0.0192528 0.0177036 0.0164408 0.0151676 0.0141124 0.01302 0.00269068 0.0103294 0.00928208 0.00810621 0.00565011 0.00410778 0.0024561 0.00228634
internal_count=3910 3772 3732 3427 3213 2628 2290 2210 249 1961 1823 1710 1456 1338 254 317
is_linear=0
shrinkage=0.00170698


Tree=2762
num_leaves=17
num_cat=0
split_feature=124 12 14 123 12 43 13 48 4 50 2 12 12 15 48 160
split_gain=0.000223327 0.000329395 0.000215176 0.000136467 0.000238228 0.000222734 0.000212344 0.000215574 0.000317326 0.000249254 0.000352548 0.000256573 0.000275664 0.000180571 0.000102152 7.26729e-05
threshold=0.11158000000000001 0.11655500000000001 0.064610000000000015 0.083745000000000014 -0.0089849999999999982 -0.17307499999999998 -0.23438999999999996 0.12649500000000002 -0.23071499999999998 0.086465000000000014 0.11542500000000001 0.086935000000000012 0.093125000000000013 -0.0071449999999999994 0.083775000000000002 0.086110000000000006
decision_type=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 13 -13 14 -10 -16
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 -12 12 -14 -15 15 -17
leaf_value=-0.00070776976482152254 0.00081188319379224007 -0.0010790057907854285 -0.00082519450723567297 0.0005942500637487071 0.00076019935453880937 0.00072328077563889326 -0.00089928710462841967 -0.00086167990815677001 -0.00032718105433871708 -0.00065674640274501186 0.0012111776710178053 -0.0010456479954417163 0.00011064454875002829 0.00077312756709010488 0.00063111372609023946 -2.6540523224846496e-05
leaf_weight=0.001531700613018337 0.0010361092772907558 0.001043031630302736 0.0010554851484609598 0.0013673796451011645 0.0013956345244392756 0.0012236008290464557 0.0012292642462544837 0.0011071589863142087 0.0013946159004933553 0.0013328879504857045 0.0010408511659420186 0.0012136775252511549 0.0016757720483011745 0.0018610706503677295 0.0011634907860427913 0.0011314950793428202
leaf_count=231 40 180 131 281 133 93 209 77 228 519 162 668 440 377 91 50
internal_value=0 -6.70779e-05 -1.3566e-05 3.23218e-05 -1.20895e-05 5.54823e-05 -1.29423e-05 -8.1446e-05 -9.71691e-06 9.14049e-05 0.000196584 7.14626e-05 -0.000375042 0.000303894 6.72085e-05 0.000306871
internal_weight=0 0.0207671 0.0197241 0.0186686 0.0173012 0.0157695 0.0143739 0.0131503 0.0120431 0.0108139 0.00948097 0.00844012 0.00288945 0.00555067 0.0036896 0.00229499
internal_count=3910 3870 3690 3559 3278 3047 2914 2821 2744 2535 2016 1854 1108 746 369 141
is_linear=0
shrinkage=0.00184769


Tree=2763
num_leaves=12
num_cat=0
split_feature=1 48 4 12 3 43 12 1 52 4 4
split_gain=5.05762e-05 8.86747e-05 0.000102009 8.26435e-05 0.000180959 7.35322e-05 0.000103159 0.000116863 9.34069e-05 8.08936e-05 6.32236e-05
threshold=0.14000500000000002 0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.10666500000000002 -0.17307499999999998 0.088590000000000016 0.10113500000000002 -0.0066199999999999991 -0.0031049999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 9 -7 -10
right_child=-2 -3 -4 4 -6 6 7 -9 10 -11 -12
leaf_value=-0.0033778531796737989 0.002738612561056918 -0.0040110075545654557 0.003123029026104561 0.002056847121721001 0.0039653114099102924 -0.0050324886351335307 -0.0062867742608459284 -0.00014988804281079843 0.0031075787712738527 0.00020215625046060692 -0.0010489423728122756
leaf_weight=0.0015600025217610029 0.0011543115164277867 0.0011121701864434163 0.0017837001361482229 0.001454717906821704 0.0018395322345489693 0.0010907675133794434 0.0013928359028351428 0.0010272508419725268 0.0017140235941130455 0.0011613547439363343 0.0011753698447369339
leaf_count=259 168 132 284 181 117 489 1175 210 585 127 183
internal_value=0 -0.000257628 3.63525e-05 -0.000407089 1.98143e-05 -0.000785156 -0.00133191 -0.00368186 -0.000225796 -0.00233313 0.00141676
internal_weight=0 0.0153117 0.0141996 0.0124159 0.0108559 0.00901632 0.0075616 0.00242009 0.00514152 0.00225212 0.00288939
internal_count=3910 3742 3610 3326 3067 2950 2769 1385 1384 616 768
is_linear=0
shrinkage=0.0138033


Tree=2764
num_leaves=16
num_cat=0
split_feature=14 403 403 11 3 124 0 4 1 47 49 13 0 0 52
split_gain=0.000245354 0.000162519 0.000162925 0.000174877 0.000173221 0.000154959 0.000214992 0.00018597 0.000165421 0.000175805 0.000217678 0.000140901 0.000123145 0.000178221 0.000178219
threshold=0.064610000000000015 0.088015000000000024 -1.0000000180025095e-35 0.08776500000000001 -0.12008499999999998 -0.048219999999999992 -0.053834999999999994 -0.083329999999999987 0.12485500000000001 0.09252500000000001 -0.091004999999999989 -0.087159999999999987 -0.10071499999999999 -0.14808999999999997 -0.066329999999999986
decision_type=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 -9 -8 13 14 -12
right_child=-2 -3 3 -5 5 6 11 8 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.00059951580223362687 -0.00088681058217947902 -0.00062251316578331914 0.00072631264797167665 -0.00059467990280655009 0.00063235312350099328 0.00084110350945364697 7.1333826110529786e-05 -0.0006630716351160497 0.0007449382532607378 -0.00061694353429525854 -0.0002742945873120316 -0.00078043621147522689 -0.00019990016380251865 0.0010176070501109334 0.00060158765425581673
leaf_weight=0.0011114612946661944 0.0010056082646203368 0.0011743010264063233 0.0016124125031514508 0.0010655134421426729 0.0015995078801295847 0.0011444832920915167 0.0010873005677308131 0.0010415274891227158 0.0010448847225793473 0.0013526820042134222 0.0014948021785918808 0.001539728645885312 0.0015423759788595649 0.0011188159096693065 0.0015555664212305587
leaf_count=906 138 336 151 136 265 83 46 104 113 225 48 238 928 109 84
internal_value=0 3.07579e-05 7.26527e-05 0.000116089 0.000163029 0.000100485 3.46502e-05 0.000152679 6.65773e-05 -2.08677e-05 9.85297e-05 -0.000427897 0.000237411 0.000399193 0.00017237
internal_weight=0 0.0194854 0.0183111 0.0171996 0.0161341 0.0145217 0.0129222 0.0102951 0.00915065 0.00810577 0.00675309 0.00262703 0.00571156 0.00416918 0.00305037
internal_count=3910 3772 3436 2530 2394 2243 1978 1694 1611 1498 1273 284 1169 241 132
is_linear=0
shrinkage=0.00181146


Tree=2765
num_leaves=17
num_cat=0
split_feature=14 124 4 123 12 13 48 50 12 3 1 157 4 15 3 2
split_gain=0.000269208 0.000158174 0.000207844 0.000204046 0.000225915 0.000257786 0.000209884 0.000161485 0.000193165 0.000245573 0.000200284 0.000147863 0.000156207 0.000326109 0.000179434 8.16937e-05
threshold=0.064610000000000015 0.11158000000000001 -0.49837999999999999 1.0000000180025095e-35 -0.0089849999999999982 -0.26418499999999995 0.12649500000000002 0.088425000000000017 0.086935000000000012 -0.100615 0.090355000000000005 -0.063554999999999987 0.0057500000000000008 -0.095799999999999982 -0.021064999999999997 0.086875000000000022
decision_type=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 15 -11 -7 14 -14 -13 -10
right_child=-2 -3 3 -5 5 6 -8 -9 9 10 -12 12 13 -15 -16 -17
leaf_value=-0.00065701566558970764 -0.0008507428979130919 0.00066900366875411875 -0.00070598577842631029 0.0006934300256027907 0.00082784664144982601 0.00087919102330829017 -0.00070992327524143262 -0.00052659384742756248 -5.6567548467884352e-05 -0.00090720167684386758 -9.3304116560408816e-06 0.00026105063035008189 -2.1837460656940525e-05 0.0011005081387835346 -0.00059395391567727612 0.00057831836494052059
leaf_weight=0.0013040984174376739 0.0010413094118134477 0.001005086285860538 0.0012225718252337819 0.0012277063929464092 0.0010850538747189898 0.0010038771503894511 0.0011314154027044629 0.0012670138462879633 0.0011277531890840913 0.0014566421549539904 0.0013320654577233249 0.0016341246573726743 0.0017205751650800696 0.0012531030401582779 0.0011865804607680405 0.0011428067390309229
leaf_count=175 138 40 209 286 89 140 97 562 66 997 245 489 88 78 66 145
internal_value=0 2.19273e-05 -1.21316e-05 3.51383e-05 -1.36548e-05 4.15191e-05 -1.83301e-05 4.12895e-05 0.00010197 -0.000145631 -0.000478321 0.000286234 0.000183504 0.000451117 -9.86224e-05 0.00026298
internal_weight=0 0.0201005 0.0190954 0.0177913 0.0165636 0.015341 0.014256 0.0131245 0.0118575 0.00505927 0.00278871 0.00679826 0.00579438 0.00297368 0.00282071 0.00227056
internal_count=3910 3772 3732 3557 3271 3062 2973 2876 2314 1453 1242 861 721 166 555 211
is_linear=0
shrinkage=0.00167351


Tree=2766
num_leaves=12
num_cat=0
split_feature=11 3 3 12 3 52 43 40 2 4 150
split_gain=4.55366e-05 7.68248e-05 7.88876e-05 6.6862e-05 0.000239533 0.000117096 9.0822e-05 6.87024e-05 0.000161428 0.000116239 0.000106323
threshold=0.08184000000000001 -0.12008499999999998 -0.089974999999999986 0.086935000000000012 -0.015794999999999997 1.0000000180025095e-35 -0.074254999999999988 -0.050089999999999989 0.083795000000000022 0.0057500000000000008 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -6 -9 -10 -11
right_child=-2 2 3 5 7 -7 -8 8 9 10 -12
leaf_value=0.0030052005405652076 -0.0028738153847666201 -0.0039685298352231287 0.0060866628953259042 0.0030602504892517 -0.0037705106257460348 -0.0054431134036314254 -0.0026304781045959282 0.0042595136102660715 -0.0039730451737271886 -0.0014947128125801853 0.004278259904152917
leaf_weight=0.0017977552613133935 0.0011405676045650034 0.0011049114339694308 0.0015208176290488467 0.0012181424211273814 0.0010483152464857079 0.0011439197600653745 0.0011892366339504839 0.0016249826963074549 0.0018371801334435278 0.0017676439958597343 0.0011171684268269644
leaf_count=219 224 414 696 272 212 771 486 117 258 175 66
internal_value=0 0.000159706 -0.000217201 0.000115256 0.00079226 -0.00158447 0.000249051 -0.000296517 0.000277274 -0.00109314 0.000740921
internal_weight=0 0.0153701 0.0135723 0.0124674 0.00891611 0.0035513 0.00240738 0.00739529 0.00634698 0.00472199 0.00288481
internal_count=3910 3686 3467 3053 1524 1529 758 828 616 499 241
is_linear=0
shrinkage=0.0146482


Tree=2767
num_leaves=17
num_cat=0
split_feature=14 403 52 157 124 12 16 43 150 160 160 133 13 13 15 1
split_gain=0.000435557 0.000197547 0.000243985 0.000207024 0.000210824 0.000202733 0.000458881 0.000218471 0.000134861 0.000211732 0.000174354 0.000228795 0.00018466 0.000212158 0.000217598 0.000164839
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 0.11158000000000001 0.10214500000000001 -0.15168999999999996 -0.15109999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10070500000000002 -1.0000000180025095e-35 -0.14258499999999999 -0.083924999999999986 -0.031229999999999997 0.094695000000000015
decision_type=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 -10 11 -11 -13 -14 15 -15
right_child=-2 2 3 4 -6 6 -8 8 9 10 -12 12 13 14 -16 -17
leaf_value=-0.00063067904666772219 -0.0010802651080369919 -0.00068071222599080028 0.00072876313971039907 0.00066364174219494458 0.00082045675651574513 0.00036091056418488033 -0.0012399655490712557 -0.00052194755453949075 -0.00045751775699426334 -0.00034529303954624035 -0.00046832805980340957 -9.4851947617647983e-05 0.0012325799931561098 0.000280760462601036 -6.5868257082714627e-05 0.0011853165390904635
leaf_weight=0.0012271289733055265 0.0010731312332723222 0.0011728975887027307 0.0015060581287133215 0.0017292655241828896 0.0010242809141505519 0.0010000193296645365 0.0010908230136705025 0.0012232770100368837 0.0018288094892158048 0.0015011020116985517 0.0010830238116611999 0.0017247770302823394 0.00105642265735768 0.0012096353130695817 0.0018252894101785729 0.0011404424364271498
leaf_count=906 135 360 313 120 33 82 205 122 559 350 147 107 111 58 174 128
internal_value=0 3.42275e-05 7.47883e-05 0.000121566 6.91223e-05 2.22337e-05 -0.00047429 9.472e-05 1.65946e-05 7.45378e-05 0.000176525 0.0002591 0.000389517 0.0005492 0.000376296 0.000719722
internal_weight=0 0.0213433 0.0201161 0.0189432 0.0174372 0.0164129 0.00209084 0.014322 0.0125928 0.0113695 0.00954069 0.00845767 0.00695657 0.00523179 0.00417537 0.00235008
internal_count=3910 3775 2869 2509 2196 2163 287 1876 1756 1634 1075 928 578 471 360 186
is_linear=0
shrinkage=0.00170698


Tree=2768
num_leaves=13
num_cat=0
split_feature=2 40 3 49 52 4 4 0 12 43 52 1
split_gain=4.46065e-05 0.000115439 0.0001179 8.16198e-05 0.000182242 0.00016058 8.04984e-05 0.000119631 0.00010839 8.74455e-05 9.01362e-05 7.9071e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.10666500000000002 -0.045004999999999996 0.067395000000000024 0.28937500000000005 -0.23071499999999998 -0.077944999999999987 0.088590000000000016 -0.0037249999999999996 -0.0066199999999999991 0.10647000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -2 5 -5 -3 8 9 -8 -11 -9
right_child=3 2 -4 4 -6 -7 7 11 -10 10 -12 -13
leaf_value=-0.0041736270157277447 0.004007690581509884 -0.0042033102060764225 0.0039851228332275848 -0.0062691188213837594 0.0038518209364970715 0.0012633315580993405 -0.0035625573616496591 0.0049671499839651096 -0.0045337924224299452 -0.0017198626002262671 0.0029886327109401147 -0.00014630582729518386
leaf_weight=0.0014355277833810525 0.0013117907799894187 0.0010167959766977956 0.0012460657538996651 0.0010888680529450051 0.0014033071118427394 0.0010683034099433998 0.0010343457483249266 0.0012258431624740662 0.0013751943716168724 0.0013148462787327744 0.001885456637473588 0.001087169001020836
leaf_count=266 148 158 106 249 191 179 867 445 766 123 264 148
internal_value=0 -0.000509053 7.41474e-06 0.00106437 -2.0035e-05 -0.0025388 -0.000547024 -7.77866e-05 -0.00116691 -7.35205e-05 0.00105414 0.00256371
internal_weight=0 0.0116212 0.0101857 0.00487227 0.00356048 0.00215717 0.00893965 0.00792286 0.00560984 0.00423465 0.0032003 0.00231301
internal_count=3910 3143 2877 767 619 428 2771 2613 2020 1254 387 593
is_linear=0
shrinkage=0.0138033


Tree=2769
num_leaves=12
num_cat=0
split_feature=0 1 4 42 2 0 51 49 49 12 12
split_gain=4.88529e-05 0.000132137 0.00012209 0.000102974 6.95683e-05 0.000119328 0.000125687 9.29048e-05 8.39816e-05 7.29021e-05 0.000110201
threshold=0.047345000000000005 0.076710000000000014 -0.49269499999999994 0.083725000000000008 1.0000000180025095e-35 -0.14136999999999997 0.08955500000000001 1.0000000180025095e-35 -0.006494999999999999 0.097345000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 9 6 7 8 -6 10 -3
right_child=2 4 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0055256448225692242 -0.0019529261892412971 3.097440011917469e-06 0.0047931083801848488 -0.00013119196843215889 0.00064656357361298367 0.0044128051056633033 -0.004269342592228091 -0.0023534220359484005 0.0061872417287302181 0.0014568058509023681 -0.006264168628008525
leaf_weight=0.0017279306157367267 0.0010475726470419839 0.0014693236531027843 0.00139830029000737 0.0014552259430165048 0.0014450776616826144 0.0019891713023634907 0.0011403931374085602 0.001024451305861887 0.0010576732345980045 0.0015263123265036663 0.0010916507114252169
leaf_count=892 152 183 148 1021 139 378 75 107 110 184 521
internal_value=0 -0.000385755 0.00190377 -0.00305949 0.000406397 0.00134848 4.25742e-05 0.00143668 0.00298808 -0.00112793 -0.00266841
internal_weight=0 0.0139272 0.00244587 0.00318316 0.0107441 0.00665677 0.0046676 0.0035272 0.00250275 0.00408729 0.00256097
internal_count=3910 3610 300 1913 1697 809 431 356 249 888 704
is_linear=0
shrinkage=0.0149411


Tree=2770
num_leaves=16
num_cat=0
split_feature=14 128 124 484 3 0 13 133 49 4 3 4 151 4 15
split_gain=0.000286455 0.000175612 0.00016258 0.000177281 0.000167812 0.000198724 0.000269008 0.000209914 0.000280142 0.000174856 0.00033594 0.000212992 0.000241523 0.000190081 0.000151679
threshold=0.073890000000000011 0.086435000000000012 -0.048219999999999992 -0.0043499999999999988 -0.11266 -0.053834999999999994 -0.15078499999999997 -0.090054999999999982 -0.091004999999999989 -0.083329999999999987 -0.078669999999999976 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 14 7 -7 -6 -9 -10 -11 -12 -13 -14 -5
right_child=-2 -3 3 4 5 6 -8 8 9 10 11 12 13 -15 -16
leaf_value=0.0005378381196808618 -0.00092209386903092374 -0.00069729428741796778 -0.00064075052186726104 0.00086403208830234594 -0.00064678359617665487 0.00021877771309311068 -0.00084033352814835737 -0.00065185850306223104 0.00085851972934187116 -0.00072602191921998906 0.00081859895954292886 -0.00053549404904891062 -0.00011225606907717215 0.00074192750081884806 9.3903284253671977e-05
leaf_weight=0.0018715855098481267 0.0010399453258173865 0.0010033601730003163 0.0012248906002415251 0.0012939553195823218 0.0011061713915966791 0.0011872788439841082 0.0018753469411418441 0.0011553996064255041 0.0012669859791429377 0.0011067518506221452 0.0018079418617046594 0.0012602102339453608 0.0014155242457747413 0.0017864836113296416 0.0019340925282875726
leaf_count=295 135 258 543 133 368 45 261 102 232 709 299 91 131 138 170
internal_value=0 1.37525e-05 4.89099e-05 -7.65393e-07 4.48211e-05 -3.78639e-05 -0.000429751 7.21913e-05 0.000153351 0.000260981 0.000158353 0.000314455 0.000110193 0.000364315 0.000402608
internal_weight=0 0.021296 0.0202926 0.018421 0.0171961 0.0139681 0.00306263 0.0109055 0.0097993 0.0086439 0.00737691 0.00627016 0.00446222 0.00320201 0.00322805
internal_count=3910 3775 3517 3222 2679 2376 306 2070 1702 1600 1368 659 360 269 303
is_linear=0
shrinkage=0.00174112


Tree=2771
num_leaves=14
num_cat=0
split_feature=484 474 160 50 42 43 3 13 42 2 151 2 16
split_gain=4.65705e-05 5.59543e-05 0.000105286 0.000145908 0.000146373 0.000114742 0.000131316 0.000103247 9.2354e-05 0.000132769 6.17023e-05 0.000108936 3.06637e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.088160000000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.11202500000000001 0.078965000000000021 0.11835000000000002 -0.0080899999999999982 0.087995000000000004 0.054425000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -4 9 10 -7 -12 -13
right_child=1 -3 3 -5 5 8 -8 -9 -10 -11 11 12 -14
leaf_value=-0.0032982488573961009 -0.0040317342636695171 0.0036927964774670394 -0.0077952718293168776 0.0063052121361309938 0.00084929020742336358 -0.0018857121345709021 0.0083925694636803796 -0.00029362283868142482 -0.0050924371564448987 -0.0050246324759279882 -0.0012994399478724553 0.0071659923829247357 0.0031033285726004061
leaf_weight=0.0011603263695873734 0.0016944259214699631 0.001195700266142471 0.0010716904238222838 0.0010947559483748129 0.0017835850934433406 0.0010202632754943101 0.0010311092958670701 0.0010080046534409817 0.0010257783978960683 0.0010222119960659054 0.0011535419985279358 0.0010518922285557286 0.0010520438415499989
leaf_count=612 556 318 630 299 225 86 217 107 464 110 116 65 105
internal_value=0 0.000198939 -9.92629e-05 0.000441813 -0.000130284 0.000786429 0.00361263 -0.00415931 -0.000471114 0.000423319 0.00172516 0.00285611 0.00513451
internal_weight=0 0.015205 0.0140093 0.0123149 0.0112201 0.00914043 0.00281469 0.0020797 0.00632573 0.00529995 0.00427774 0.00325748 0.00210394
internal_count=3910 3298 2980 2424 2125 1388 442 737 946 482 372 286 170
is_linear=0
shrinkage=0.0168261


Tree=2772
num_leaves=12
num_cat=0
split_feature=52 376 12 47 50 1 159 12 16 2 4
split_gain=5.05927e-05 8.30421e-05 7.37354e-05 9.68871e-05 0.00010135 0.000208687 0.000136331 8.66115e-05 0.000102194 6.62551e-05 0.000183351
threshold=-0.27466499999999994 0.048375000000000008 -0.051479999999999991 0.10887000000000001 0.083475000000000008 0.11235500000000002 0.083280000000000007 0.095775000000000013 -0.013279999999999998 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0027367041421342462 -0.0040669470315986868 0.00389523428002095 0.0033805790098669023 -0.0044379192500116323 -0.0032829033764280144 0.0065312726545404742 -0.0045997604614714345 -0.0031482831145529192 0.0050309216881340695 -0.0061222690694432407 0.0022916519973639853
leaf_weight=0.0015805302769221338 0.0011027923547381113 0.0014184276198980173 0.0013166582912502306 0.001029628484089413 0.0014370109832662096 0.0015647822060463256 0.0012540514011212681 0.0010316876613011136 0.0017575747515225851 0.0010580396612957302 0.0016929132041839934
leaf_count=425 285 200 361 136 593 218 356 320 411 431 174
internal_value=0 0.000249054 -0.000141417 0.000215108 0.000646226 0.00122977 0.000206989 0.00108609 0.00183604 0.000455558 -0.000944413
internal_weight=0 0.0146636 0.0132451 0.0121423 0.0111127 0.00967571 0.00811092 0.00685687 0.00582519 0.00406761 0.00275095
internal_count=3910 3485 3285 3000 2864 2271 2053 1697 1377 966 605
is_linear=0
shrinkage=0.0158556


Tree=2773
num_leaves=12
num_cat=0
split_feature=52 52 39 13 13 2 52 1 12 13 4
split_gain=4.11299e-05 7.04282e-05 0.00010603 0.000105356 0.000242989 9.83345e-05 0.000166084 8.30161e-05 8.08961e-05 7.6703e-05 7.43274e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.085220000000000004 -0.094679999999999986 -0.0038299999999999996 0.096750000000000017 0.10701500000000001 1.0000000180025095e-35 0.089635000000000006 0.0024700000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 8 -5 9 -7 -2 -3 10 -6
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0022822896692435732 -0.00064821479618803774 0.0041742116119352218 0.0039035701880823057 -0.0068816931868377644 0.0058612392316239751 -0.0049017358976021705 0.0023991532335799976 0.0044871174008423529 -0.00076355094469957746 -0.0014470150559471552 0.00028413170544960549
leaf_weight=0.0015760545699242427 0.0011716676648149118 0.0014006087348929636 0.0011683914692627471 0.0015199846853473885 0.001044691163642357 0.0018855988229655209 0.0010358274669299075 0.0015948583488565073 0.0014478742816595308 0.0012785957711075099 0.001006964500652777
leaf_count=425 226 252 274 1509 123 184 111 320 111 294 81
internal_value=0 0.00020887 -0.000284744 -0.000745527 -0.0016288 -0.000351658 -0.00231312 0.00231222 0.00166436 0.00136901 0.00312396
internal_weight=0 0.0145551 0.0117885 0.0106201 0.00777166 0.00625168 0.00292143 0.00276653 0.00284848 0.00333025 0.00205166
internal_count=3910 3485 2939 2665 2302 793 295 546 363 498 204
is_linear=0
shrinkage=0.0146482


Tree=2774
num_leaves=13
num_cat=0
split_feature=158 48 50 4 12 3 42 2 3 42 12 4
split_gain=4.14539e-05 6.53681e-05 0.000125244 0.000112875 9.68829e-05 0.000130153 0.000102108 9.1499e-05 8.73607e-05 0.000108859 0.000169413 0.000103926
threshold=0.085745000000000002 0.12675000000000003 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.096385000000000012 -0.089024999999999979 0.10679500000000001 -0.11266 0.091230000000000019 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -8 10 11 -10
right_child=-2 -3 -4 -5 5 7 8 -9 9 -11 -12 -13
leaf_value=-0.0030961935327102129 -0.002676471838686364 -0.0032088055492127607 -0.0037513663255706263 0.0043585486272202448 0.0037842543862607273 0.0012810782860780887 0.0019088783602034802 0.0066151903970362927 0.002060978461538875 0.0017852801466214645 -0.0072467414805981621 -0.004016529406042994
leaf_weight=0.0013735302060601919 0.0010533649395930251 0.0010244537090988654 0.0012575135995241153 0.0015094535376995464 0.0010881703111389933 0.0014554199355929498 0.0016609089011603018 0.001058204628924253 0.0011551513102875076 0.0011951196321341659 0.0011906806124686239 0.0010003263641857859
leaf_count=218 410 121 630 322 297 96 204 71 183 418 872 68
internal_value=0 0.000156506 0.000403744 0.000815593 0.000337139 0.000818146 -0.00011572 0.00352667 -0.000799969 -0.00179069 -0.00306789 -0.000759506
internal_weight=0 0.0149689 0.0139445 0.012687 0.0111775 0.00980398 0.00729036 0.00251362 0.00620219 0.00454128 0.00334616 0.00215548
internal_count=3910 3500 3379 2749 2427 2209 2042 167 1745 1541 1123 251
is_linear=0
shrinkage=0.0138033


Tree=2775
num_leaves=12
num_cat=0
split_feature=4 0 1 0 15 15 16 0 2 3 52
split_gain=4.35081e-05 0.000142716 0.000105716 9.34516e-05 6.54587e-05 0.000108272 0.000173117 0.000162994 0.000148609 9.35082e-05 1.47055e-05
threshold=-0.49837999999999999 0.047345000000000005 0.076710000000000014 -0.089879999999999974 0.079360000000000014 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999 0.099675000000000014 0.082730000000000012 -0.0073199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -9 -8 -7
right_child=1 -3 4 -5 -6 10 9 8 -10 -11 -12
leaf_value=-0.0029572523108243667 -0.0064357162449211252 0.0048779763295464891 -0.0015930452939210539 -0.00079901170152157875 -0.0026154752814962104 0.0054541248960287411 -0.00066313932135680248 0.0010010122614482202 0.0085637512599792878 -0.0069209889184883274 0.0027954169925857963
leaf_weight=0.0011395277438965819 0.0011098295324734825 0.0014212780174281707 0.0019239572639305771 0.0019764151133809006 0.001441608367056737 0.0010068308510430279 0.001320217518051745 0.0013941259866663415 0.0011422698117418461 0.0010249204407151158 0.0010039548297744614
leaf_count=176 481 164 131 1431 478 100 315 235 226 61 112
internal_value=0 0.000195209 -0.00030355 -0.002826 0.000455368 0.000957502 2.11226e-05 0.00181885 0.0044069 -0.00339807 0.00412667
internal_weight=0 0.0147654 0.0133441 0.00308624 0.0102579 0.00881628 0.00680549 0.00446035 0.0025364 0.00234514 0.00201079
internal_count=3910 3734 3570 1912 1658 1180 968 592 461 376 212
is_linear=0
shrinkage=0.0155448


Tree=2776
num_leaves=12
num_cat=0
split_feature=11 48 0 1 151 2 2 52 13 16 13
split_gain=4.97839e-05 6.13229e-05 0.000141873 0.00017062 7.95805e-05 7.65898e-05 7.36153e-05 0.000128492 0.00014603 6.86673e-05 6.79026e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.096035000000000023 -0.0008699999999999999 0.097775000000000015 0.10946500000000002 0.086950000000000013 0.0024700000000000004 -0.083564999999999987 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -3 7 8 9 -6 -11
right_child=-2 2 3 -5 6 -7 -8 -9 -10 10 -12
leaf_value=-0.0039711200867350166 -0.0026259541314700417 0.0015903326902088715 0.00053496677924777286 0.0078865037692747459 0.0039013148908007846 -0.0037589900018671898 0.0024215663588055035 -0.0039035001781801601 -0.0034980512789940361 -0.0024429403385938476 0.0023188207765546033
leaf_weight=0.0010592318892803905 0.0012871345478512033 0.0010008840966815313 0.0013550260501368116 0.0010816576092140429 0.0016653067197309264 0.0010397086973266134 0.0019251957247557469 0.0017205697481805955 0.0013444097237503144 0.0010178224989317976 0.0012985128409804445
leaf_count=386 254 60 356 248 399 55 405 746 208 511 282
internal_value=0 0.000206564 0.0015498 0.00379836 -0.000392978 -0.00113522 2.94651e-05 -0.000624077 0.000435334 0.00176345 0.000226452
internal_weight=0 0.0145083 0.00447728 0.00243668 0.010031 0.00204059 0.00897182 0.00704662 0.00532605 0.00398164 0.00231634
internal_count=3910 3656 719 604 2937 115 2551 2146 1400 1192 793
is_linear=0
shrinkage=0.0138033


Tree=2777
num_leaves=13
num_cat=0
split_feature=41 39 13 2 1 0 3 1 43 4 3 39
split_gain=4.28795e-05 4.78879e-05 8.73291e-05 9.34687e-05 0.000144624 0.000136204 0.000175313 0.000104393 9.84677e-05 0.000222813 0.000125553 7.87946e-05
threshold=0.078150000000000011 0.005105000000000001 -0.45122499999999993 0.11230000000000001 0.11235500000000002 -0.23029999999999998 -0.074234999999999982 0.088785000000000017 -0.079109999999999986 -0.034289999999999994 -0.100615 0.096625000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 8 -8 10 -10 -7 -3
right_child=-2 11 3 4 -6 6 7 -9 9 -11 -12 -13
leaf_value=0.0045395102624003949 -0.0034595100130670061 0.0059747200555280364 0.0054791112813026488 -0.0077108915995332608 0.00026017564626698982 0.002877797556896303 -0.00058921890881613592 -0.0073921942881415561 -0.0012184483464918545 0.0091212915047188831 -0.0050143299503525871 -0.00053638033432233396
leaf_weight=0.0010478048803244473 0.0010032379300321864 0.0010393586047611656 0.0012458589858670441 0.0012486358224391052 0.001447956652008496 0.0011512713244787101 0.0012579505034638087 0.0014081899605479509 0.0012892453408650424 0.0011719082494396054 0.0012261179007484833 0.00115678428741522
leaf_count=84 201 233 99 253 170 161 282 244 943 322 734 184
internal_value=0 0.000207836 -0.000202968 -0.000637067 -0.00343076 0.000223847 -0.000648584 -0.00418238 0.00129861 0.00370494 -0.0011925 0.0025451
internal_weight=0 0.0146911 0.0124949 0.0114471 0.00269659 0.00875054 0.00750468 0.00266614 0.00483854 0.00246115 0.00237739 0.00219614
internal_count=3910 3709 3292 3208 423 2785 2686 526 2160 1265 895 417
is_linear=0
shrinkage=0.0171627


Tree=2778
num_leaves=18
num_cat=0
split_feature=14 403 132 124 50 159 13 4 4 13 2 15 12 2 4 0 1
split_gain=0.000279525 0.000190723 0.000185329 0.000220582 0.000194825 0.000236289 0.00027158 0.000323324 0.000257011 0.000207308 0.000229429 0.000191726 0.000158181 0.000162065 0.000144812 0.000127139 0.000109717
threshold=0.073890000000000011 -1.0000000180025095e-35 0.080815000000000012 -0.048219999999999992 0.10625000000000001 -0.025079999999999995 -0.094679999999999986 -0.23071499999999998 -0.083329999999999987 -0.071149999999999977 0.113945 1.0000000180025095e-35 0.095295000000000019 0.092745000000000008 0.0057500000000000008 -0.15291499999999997 0.11215000000000001
decision_type=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 12 -8 -9 -10 11 14 13 -7 -11 -16 -17
right_child=-2 2 -4 4 -6 6 7 8 9 10 -12 -13 -14 -15 15 16 -18
leaf_value=-0.00060955335960242107 -0.00085639034004432566 0.00056228338980260969 0.00059141112683222259 0.00070861157401499639 -0.00076319980154341302 0.00015256689841289917 -0.0010247433333976693 0.00062210335774105644 -0.00084735436690287042 -0.00021824589324411935 -0.00081908427168635156 -0.00061950532590241737 -0.00011933740358291286 0.0010578010400181519 0.0008530143790524275 -0.00025467947305141749 0.00049300061618729862
leaf_weight=0.0012673496941908472 0.0010706575224631717 0.0018296550932388909 0.0016826903894538578 0.0012026232001269331 0.0010076820528952665 0.0010927005880412314 0.001175671205110417 0.0012217618566216252 0.0011872959022791946 0.0017696694589641746 0.0010384595520539427 0.0010474335943103097 0.0013259271787437743 0.0011232919884126835 0.0010585573467098985 0.0010211864355504693 0.0011904256693637
leaf_count=906 135 258 251 246 304 84 177 118 560 199 176 145 50 134 44 88 35
internal_value=0 1.99868e-05 5.9929e-05 1.10386e-05 -5.02265e-05 -3.73987e-06 -6.38485e-05 -0.000196695 -9.45934e-05 -0.000199926 -9.20508e-05 3.19776e-05 0.000337867 0.000611432 0.000167376 0.000376057 0.000147768
internal_weight=0 0.0212424 0.019975 0.0182923 0.0164627 0.015455 0.0142524 0.0107105 0.00953479 0.00831303 0.00712573 0.00608727 0.00354192 0.00221599 0.00503984 0.00327017 0.00221161
internal_count=3910 3775 2869 2618 2360 2056 1810 1542 1365 1247 687 511 268 218 366 167 123
is_linear=0
shrinkage=0.00167351


Tree=2779
num_leaves=13
num_cat=0
split_feature=484 15 15 15 12 12 15 13 3 16 0 3
split_gain=4.78358e-05 5.56927e-05 7.2077e-05 6.33715e-05 8.35376e-05 8.36997e-05 0.000159314 0.000121301 0.0001134 0.000104477 0.000129196 7.98873e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 -0.10071499999999999 0.10595000000000002 0.086765000000000023 0.024640000000000006 -0.09547499999999999 -0.088024999999999978 -0.013279999999999998 -0.087899999999999992 0.090325000000000003
decision_type=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 -5
right_child=1 2 3 4 -6 7 -8 8 -10 10 -12 -13
leaf_value=-0.0032142510967891579 0.0035835469713425524 -0.0037692251981904235 0.0039281041745687049 -0.0052448951323284584 -0.0042126048065770074 0.0069546553991977006 -0.0053446547477443845 0.0040854508177122044 -0.0025207875414900711 0.0071536690070203917 0.00010716736906056679 0.00095975337493041705
leaf_weight=0.0010997323298037624 0.0011376558739299514 0.0012054272499988595 0.0010983025944449895 0.0010115943042129988 0.0010996878957795107 0.0010176704410238204 0.0014403032282650149 0.0012063827966380125 0.0014246993821876348 0.001017401062635967 0.001832081892559843 0.0010772232707254858
leaf_count=612 291 245 100 165 260 79 397 359 887 123 284 108
internal_value=0 0.00021516 -7.01598e-05 0.00029457 -6.408e-05 0.000390884 -0.000704742 0.00230621 0.000508252 0.000648533 0.0026231 -0.0020451
internal_weight=0 0.0145684 0.0134308 0.0122253 0.011127 0.0100274 0.0063786 0.00364875 0.00263108 0.0049383 0.00284948 0.00208882
internal_count=3910 3298 3007 2762 2662 2402 1077 1325 1246 680 407 273
is_linear=0
shrinkage=0.0158556


Tree=2780
num_leaves=17
num_cat=0
split_feature=14 124 12 123 12 484 48 52 13 2 4 13 4 3 16 1
split_gain=0.000341563 0.000214852 0.000325642 0.000249981 0.000239005 0.000240924 0.000199258 0.000225948 0.000297825 0.000360998 0.000304643 0.000283522 0.00015838 0.000301953 0.000153953 8.52552e-05
threshold=0.064610000000000015 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 -0.0089849999999999982 -0.0043499999999999988 0.11930500000000001 0.11262000000000001 -0.10023999999999998 0.097940000000000013 -0.23071499999999998 0.06211500000000001 -0.083329999999999987 -0.078884999999999997 -0.094359999999999986 0.092010000000000022
decision_type=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 -12 -14 -15 -16
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 11 -13 13 14 15 -17
leaf_value=-0.000758066970112408 -0.00098674118607776839 0.00080615300603429046 -0.00096296655329397378 0.00071924078619787243 -0.00072771093289109067 0.00014026403349923406 -0.00056712288139356554 -0.00045737533810081329 -0.00076594107228253187 0.0015900159826870545 0.00067334623987411841 0.0010363417682541954 -0.00073285925953146206 -0.00024240240550659411 0.00075286893218878468 0.00015628750429481984
leaf_weight=0.0012189387454709143 0.0010453504513056591 0.0010363172025802522 0.0010240375782607945 0.0015315392607329467 0.0011369846109138123 0.0010651439252960344 0.0012193266938107525 0.0015354009607639425 0.0010431847680701925 0.0010186313095104649 0.0012180321831303234 0.0011457330751505207 0.0013670338357343083 0.0015414203335777452 0.0013759061086622707 0.001537771912614172
leaf_count=214 138 40 173 300 526 75 79 402 162 87 280 173 845 120 183 113
internal_value=0 3.41708e-05 -7.98186e-06 4.64842e-05 -1.62523e-05 4.32184e-05 0.000105527 0.000169363 0.000254425 0.00084896 0.000120189 0.000233115 0.000102396 -1.70515e-05 0.000202592 0.000438007
internal_weight=0 0.0200154 0.0189791 0.017955 0.0164235 0.0152046 0.0140676 0.0128483 0.0113129 0.00208378 0.00922908 0.0081859 0.00704016 0.00582213 0.0044551 0.00291368
internal_count=3910 3772 3732 3559 3259 3045 2519 2440 2038 162 1876 1714 1541 1261 416 296
is_linear=0
shrinkage=0.00174112


Tree=2781
num_leaves=17
num_cat=0
split_feature=14 124 4 123 12 48 50 3 3 12 1 15 4 49 15 16
split_gain=0.000263772 0.000173425 0.000197174 0.000198052 0.000246045 0.000176638 0.000148397 0.000228795 0.00019373 0.000247204 0.000180441 0.000166665 0.00013053 0.000112457 4.96703e-05 1.3267e-05
threshold=0.05884000000000001 0.10230000000000002 -0.49837999999999999 1.0000000180025095e-35 -0.0089849999999999982 0.12649500000000002 0.088425000000000017 0.096385000000000012 -0.100615 0.086935000000000012 0.090355000000000005 -0.087539999999999993 0.24280000000000004 -0.00064499999999999985 -1.0000000180025095e-35 -0.0049699999999999996
decision_type=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 12 13 -11 -9 15 -10 -15 -6
right_child=-2 -3 3 -5 5 -7 -8 11 9 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0006790524472868976 -0.00087605838917361974 0.00073951999336687433 -0.00077763005626900082 0.00075136909371161149 -5.5549532063645723e-06 -0.00059384195066024194 -0.00046633041197385427 0.00018758867993173974 -0.00026363454193512178 -0.0010034924540848137 -6.5730174236880941e-05 0.0010125217806185235 0.00090360513901438933 0.00010608147875708227 0.00063152311961186191 0.0002777230968101349
leaf_weight=0.0012247447757464244 0.0010159341764967569 0.001002100602188207 0.0011598286434448745 0.0011215642568312241 0.0010017856584074447 0.0011642033391669878 0.0012134676835438328 0.0015164951542525618 0.0012469944075768173 0.0013313949712348292 0.0011674524353539328 0.0014545739146650674 0.0010105244626438074 0.0010057972115390945 0.0011914394001366433 0.0010029881486795103
leaf_count=174 141 52 207 276 113 102 570 72 164 995 241 114 86 159 327 117
internal_value=0 3.47547e-05 -4.89246e-06 4.48814e-05 -6.3486e-06 5.61765e-05 0.000113755 0.000172762 3.39e-05 -0.000148478 -0.000565373 0.000591459 0.000393362 0.000153987 0.000390999 0.000136169
internal_weight=0 0.0188154 0.0178133 0.0165885 0.0154669 0.0143071 0.0131429 0.0119294 0.00895838 0.00594308 0.00249885 0.00297107 0.0030153 0.00344423 0.00219724 0.00200477
internal_count=3910 3769 3717 3543 3267 3060 2958 2388 2202 1886 1236 186 316 650 486 230
is_linear=0
shrinkage=0.00174112


Tree=2782
num_leaves=12
num_cat=0
split_feature=475 0 42 4 150 160 43 4 51 13 2
split_gain=4.3464e-05 7.73181e-05 0.000143081 0.000111724 8.87461e-05 0.0001496 0.000137586 0.000178302 8.39926e-05 7.62187e-05 4.60583e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.25367000000000006 0.077145000000000005 -0.09547499999999999 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -6 10 8 9 -8 -7
right_child=1 3 4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.002606057090597969 -0.004550542920353071 -0.0018027459471457502 -0.0038958975337243925 0.0047802393997895482 -0.0047464123702176311 0.0028441666888795562 -0.00011663352221493588 0.0063213308555015229 0.0014815900376546243 -0.0060374438805476903 0.0076165459572328786
leaf_weight=0.001541453969346661 0.0017944924099999445 0.0010191597296840198 0.0010933870153103107 0.0019929854502967206 0.001034424760626533 0.0010293901752199811 0.001091889548019578 0.001054572661855482 0.0017891295012456565 0.0011867800145497218 0.0010879936915312656
leaf_count=621 949 84 138 231 582 171 102 162 164 518 188
internal_value=0 0.000253511 -0.000366988 0.00255289 0.000434432 0.00100666 0.00182867 0.000395245 -0.00114109 -0.00320032 0.0052964
internal_weight=0 0.0141742 0.0111621 0.00301215 0.00936757 0.00827418 0.00723976 0.00512237 0.0040678 0.00227867 0.00211738
internal_count=3910 3289 2974 315 2025 1887 1305 946 784 620 359
is_linear=0
shrinkage=0.0161728


Tree=2783
num_leaves=12
num_cat=0
split_feature=11 0 52 12 48 160 0 151 52 4 1
split_gain=5.26336e-05 5.48233e-05 0.000116772 9.75627e-05 8.51267e-05 7.31754e-05 7.86573e-05 8.14423e-05 5.7849e-05 7.60834e-05 8.513e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.27466499999999994 0.082640000000000005 -1.0000000180025095e-35 0.093550000000000008 -0.069794999999999982 -0.081989999999999993 0.086950000000000013 -0.013199999999999998 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 7 -6 9 -9 -11
right_child=-2 3 4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.0051639815572299469 -0.0031103907345404495 0.0052916712667337744 -0.0041061074776305769 -0.00053409441168103327 0.0047976988982050498 -0.0032475639744390171 0.0053991610487381806 0.0031832226135574699 -0.0033960283050197301 -0.0035802023922251801 0.0015414702108346413
leaf_weight=0.0010960444435512183 0.001275218285454593 0.0013605959386994769 0.0010047822123415177 0.001541386052079061 0.0010323590181183289 0.0010242095310087759 0.0010066436890352401 0.0019217541626133585 0.0010541985602007123 0.0014962440388538389 0.0017942740686216121
leaf_count=311 254 239 185 93 258 231 305 656 778 403 197
internal_value=0 0.000251102 -0.000243004 0.00219732 0.000278901 0.000751155 0.00124427 0.00067123 -8.57792e-06 0.000676545 -0.000787425
internal_weight=0 0.0143325 0.0114305 0.00290198 0.0103345 0.00932968 0.00830547 0.00729883 0.00626647 0.00521227 0.00329052
internal_count=3910 3656 3324 332 3013 2828 2597 2292 2034 1256 600
is_linear=0
shrinkage=0.0158556


Tree=2784
num_leaves=13
num_cat=0
split_feature=1 42 151 49 12 51 2 42 52 15 4 51
split_gain=4.48583e-05 8.60305e-05 8.57008e-05 0.000117734 8.03677e-05 7.90484e-05 0.000117066 7.00699e-05 0.00011289 5.53225e-05 0.000148517 3.37862e-05
threshold=0.12730000000000002 0.091955000000000023 0.069165000000000018 -0.083359999999999976 -0.051479999999999991 -0.07742499999999998 0.11125500000000001 0.08622500000000001 0.086950000000000013 -0.10071499999999999 -0.0017649999999999999 -0.025709999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 -7 -11 -2
right_child=11 -3 -4 4 5 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0052907242308924962 0.00017171068788319839 -0.0036931396007088579 0.0042272569360592384 -0.0039672755709735464 -0.003199708908469026 0.0038105924146948494 0.0056232773921705741 0.0040970590419285849 -0.004806567387030513 0.0025062977744210436 -0.0051411585566610522 0.0042253312180178925
leaf_weight=0.0010765470351511751 0.0010578100247807289 0.0016965372755457378 0.0011552117192349951 0.0010188864402462675 0.0011105392646663147 0.0011553564439534683 0.0013167656257246085 0.001067753323218807 0.0011223516819267153 0.001723263391956926 0.001014137888308094 0.0010109201244677792
leaf_count=148 92 732 126 165 405 123 174 481 402 633 176 253
internal_value=0 -0.000355286 0.000126211 -0.000320494 0.000241019 0.00074486 0.00133686 0.000408977 -0.000376243 0.000901099 -0.000326891 0.00215258
internal_weight=0 0.0134574 0.0117608 0.0106056 0.00952905 0.00851017 0.00739963 0.00608286 0.00501511 0.00389276 0.0027374 0.00206873
internal_count=3910 3565 2833 2707 2559 2394 1989 1815 1334 932 809 345
is_linear=0
shrinkage=0.0158556


Tree=2785
num_leaves=13
num_cat=0
split_feature=49 2 12 151 4 42 2 3 52 3 2 4
split_gain=4.9186e-05 9.59672e-05 0.000133726 8.54805e-05 0.000109484 0.000132301 0.000126397 8.07198e-05 0.00011161 7.72441e-05 8.11222e-05 4.80384e-05
threshold=-0.045004999999999996 0.11165000000000001 0.085185000000000025 -0.063719999999999985 0.40359500000000004 0.091955000000000023 0.11339500000000001 -0.078884999999999997 0.048490000000000012 -0.015794999999999997 0.097940000000000013 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 8 -5 -9 11 -11
right_child=3 -3 -4 4 -6 -7 -8 9 -10 10 -12 -13
leaf_value=-0.0033375269460536477 -0.0046190946095640015 0.005640602917353155 0.004373207145847758 -0.0046816010391743171 0.0043863008569606544 -0.0055483663090467681 -0.0049454723817043324 0.0062237122812211091 0.002314434782154158 -0.0030873510714906497 0.0049676726840986772 0.0017917408554728887
leaf_weight=0.0014758500231002144 0.0012490115061014407 0.0011326774033521628 0.0010457446462336824 0.0013165829270820667 0.0013210343025698576 0.0013094128535724526 0.0011484695209764764 0.0010559735997315014 0.0011737575254459447 0.0011202317361443444 0.0010022051964064804 0.0010771524488067397
leaf_count=253 362 140 136 725 301 623 176 288 639 142 73 52
internal_value=0 0.00165192 -0.000139765 -0.000538879 -5.4668e-05 -0.000692087 0.000113407 0.000974666 -0.0013842 0.00235507 0.00107828 -0.000695632
internal_weight=0 0.00365427 0.00252159 0.0117738 0.0105248 0.00920379 0.00789437 0.0067459 0.00249034 0.00425556 0.00319959 0.00219738
internal_count=3910 529 389 3381 3019 2718 2095 1919 1364 555 267 194
is_linear=0
shrinkage=0.0164962


Tree=2786
num_leaves=15
num_cat=0
split_feature=403 132 403 160 474 483 52 457 12 1 2 12 2 4
split_gain=0.000181398 0.000130794 0.000132557 0.000134143 0.000255251 0.00030418 0.000152826 0.000143167 0.000156443 0.000178563 0.000173816 0.000218777 0.000120742 0.000229437
threshold=-1.0000000180025095e-35 0.080815000000000012 0.087440000000000004 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.27466499999999994 -0.0034949999999999994 0.095295000000000019 0.10871500000000002 0.083585000000000007 0.085185000000000025 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -8 10 -10 -9 12 13 -12
right_child=1 -3 -4 6 -6 -7 7 8 9 -11 11 -13 -14 -15
leaf_value=-0.00071916176155257833 -0.0011563893131262609 0.00053969896978872136 -0.0006499128495295577 -0.00043405484816205569 0.0004494463360173448 9.8198362188417249e-05 -0.00043296551702968572 -0.00012047047875286576 -0.00059685564265513232 0.00039656625582856341 0.00014003223013767376 0.0010804731552265848 -0.00011625448497710683 0.0012199806879419606
leaf_weight=0.0011216384570202692 0.001412669274616724 0.001522667139596384 0.0010128997712230926 0.0014768110452361609 0.0011015274859124333 0.0011506789950511882 0.0011054712983047882 0.0017588106309726426 0.001320355920239831 0.0010788362769392074 0.0017958503834136492 0.0016839902236760046 0.00144579249315924 0.0010077842555308858
leaf_count=930 421 277 302 338 231 251 110 282 157 87 126 152 173 73
internal_value=0 3.06545e-05 -1.40163e-05 2.54057e-05 -0.000279825 -0.000593209 0.00011367 0.000185912 0.000253707 -0.000150147 0.000379668 0.000527922 0.000308953 0.000528227
internal_weight=0 0.0188741 0.0173515 0.0163386 0.00366488 0.00256335 0.0126737 0.0111969 0.0100914 0.00239919 0.00769223 0.00593342 0.00424943 0.00280363
internal_count=3910 2980 2703 2401 903 672 1498 1160 1050 244 806 524 372 199
is_linear=0
shrinkage=0.00181146


Tree=2787
num_leaves=12
num_cat=0
split_feature=11 3 1 2 15 3 13 52 15 3 16
split_gain=4.86355e-05 4.88135e-05 6.98261e-05 0.000106658 0.000100736 0.000136345 8.87189e-05 0.000140274 0.000122886 0.000114371 5.41132e-05
threshold=0.08184000000000001 -0.12008499999999998 0.08844500000000001 0.10362500000000001 -1.0000000180025095e-35 -0.069909999999999986 -0.0024749999999999993 -0.0093349999999999978 -1.0000000180025095e-35 0.11265500000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -4 9 10 -8
right_child=-2 2 6 -5 5 -7 8 -9 -10 -11 -12
leaf_value=0.0027048955060103518 -0.0032157105292298619 -0.0037717714704985019 0.0074325841714115758 -0.0060880225528256544 -0.0023780608390367294 0.0049206270480757477 0.00081856697420491732 0.00026510191079171311 -0.0049382397039755208 -0.002232673989044494 0.0056727507893793447
leaf_weight=0.0016859287421765153 0.001069729816957605 0.0013760132759369319 0.0010727432915246266 0.0010031979543880295 0.0011723702142067091 0.0013090200684059325 0.0011399638009404068 0.001714035170257055 0.0011333830816490928 0.0016379819828944431 0.0010813059480784537
leaf_count=219 224 797 333 342 904 111 100 536 151 96 97
internal_value=0 0.000220353 -0.000111036 -0.0015727 -0.000398396 0.00147225 0.000802216 0.00302415 -0.000438021 0.0008836 0.00318157
internal_weight=0 0.0143259 0.01264 0.0048606 0.0038574 0.00248139 0.00777941 0.00278678 0.00499263 0.00385925 0.00222127
internal_count=3910 3686 3467 2154 1812 1015 1313 869 444 293 197
is_linear=0
shrinkage=0.0155448


Tree=2788
num_leaves=12
num_cat=0
split_feature=150 151 151 4 124 1 42 42 133 15 0
split_gain=5.03837e-05 0.000107834 9.66728e-05 6.47408e-05 6.84881e-05 8.22348e-05 0.000112435 0.000134811 0.000136829 0.00014615 0.000231662
threshold=0.083205000000000015 -0.03268999999999999 -0.051109999999999996 0.40359500000000004 -0.018779999999999995 0.13026000000000001 0.091955000000000023 0.08622500000000001 0.083815000000000014 0.079360000000000014 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 8 9 10 -6
right_child=2 3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0043600069129204246 0.0044022148380357942 -0.0036700196664385125 -0.00076436462340962678 0.0028952004375818611 0.0036066800633765533 0.0034888260027724715 -0.0046865441232687719 0.0047523429409719424 0.0036913286713087315 -0.0062280283147211112 -0.0040636040094644537
leaf_weight=0.0012305011577974012 0.0013537239267356121 0.0011057864256006069 0.0015284709830849057 0.00137257537315585 0.0015352787739890475 0.001189923408237703 0.0010852508047845683 0.0010791403370606044 0.0011127926609815148 0.0011164636194389991 0.0015877772069963162
leaf_count=322 316 116 188 291 128 77 607 455 375 590 445
internal_value=0 -0.000404019 0.0016623 3.11941e-05 -0.000369427 4.97647e-05 -0.000494652 0.000212693 -0.000702598 -0.00185592 -0.000292931
internal_weight=0 0.0124155 0.00288219 0.011185 0.00981241 0.00870663 0.0075167 0.00643145 0.00535231 0.00423952 0.00312306
internal_count=3910 3406 504 3084 2793 2677 2600 1993 1538 1163 573
is_linear=0
shrinkage=0.0140794


Tree=2789
num_leaves=15
num_cat=0
split_feature=14 403 403 11 3 12 15 15 4 15 47 3 4 3
split_gain=0.000245392 0.000176821 0.000182275 0.000162195 0.000150842 0.000247407 0.00016358 0.000270197 0.000130918 0.000128679 0.000127579 0.000157889 0.000263833 9.89251e-05
threshold=0.05884000000000001 -1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 -0.015064999999999997 0.081660000000000024 0.082225000000000006 -0.053579999999999996 -0.34687499999999999 -0.017214999999999998 0.09252500000000001 0.11265500000000002 0.0057500000000000008 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -6 10 11 12 -10 -11
right_child=-2 2 -4 -5 8 6 -8 -9 9 13 -12 -13 -14 -15
leaf_value=-0.00068258761793828021 -0.00087638436004970231 0.0010274178033443603 -0.00063738690372341369 -0.00057145844136243169 -0.00048586575928688341 0.00034968280039162389 0.00058315250209996293 -0.00071042701476883928 -0.00019104341136937721 4.8993348049139256e-05 -0.00049886153430048436 -0.00028418495670677141 0.0010486002912044252 0.0007960310978332737
leaf_weight=0.0010596069437035565 0.0010104052455012355 0.0013855182182074231 0.0010953333394265385 0.0010313007253901487 0.0014305247273380672 0.0019269926084406943 0.0019771388945729381 0.0012502982751714043 0.0010695752928734439 0.0010270888648444415 0.001455342066041834 0.0017196193701415428 0.0010967383475479499 0.0012269854321899087
leaf_count=906 141 217 336 135 125 594 388 434 97 72 90 147 162 66
internal_value=0 2.20933e-05 6.42969e-05 0.000110605 0.000155794 0.000361176 0.000182089 -6.74819e-05 6.97958e-06 9.98031e-05 -5.03624e-05 0.000117608 0.00043655 0.000455637
internal_weight=0 0.0187521 0.0176925 0.0165971 0.0155658 0.00653995 0.00515443 0.00317729 0.00902587 0.00759535 0.00534128 0.00388593 0.00216631 0.00225407
internal_count=3910 3769 2863 2527 2392 1633 1416 1028 759 634 496 406 259 138
is_linear=0
shrinkage=0.00177594


Tree=2790
num_leaves=17
num_cat=0
split_feature=403 403 403 1374 150 484 160 13 160 151 52 16 2 15 2 3
split_gain=0.000262053 0.000196756 0.00028971 0.000185142 0.000236507 0.000193267 0.000173719 0.000164369 0.000179374 0.000176438 0.000148016 0.000209995 0.000162297 0.000181265 3.11318e-05 1.33431e-07
threshold=-1.0000000180025095e-35 0.088015000000000024 0.03138500000000001 -0.094679999999999986 0.084800000000000014 -0.0043499999999999988 0.069910000000000014 -0.49820499999999995 -0.082384999999999986 -1.0000000180025095e-35 0.096170000000000019 -0.25582999999999995 0.090545000000000014 -0.017214999999999998 0.075670000000000015 -0.084014999999999992
decision_type=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 -7 -9 -10 11 15 13 -13 -15 -11
right_child=1 -3 -4 4 6 7 -8 8 9 10 -12 12 -14 14 -16 -17
leaf_value=-0.00082060739725383085 -0.00073137674540813837 -0.00066610582085572698 0.0010118867076517105 -0.00073413997435958669 1.4117458543683064e-05 -0.00065942998812979045 0.00096165702887282491 -0.00041058796504168108 -0.00042559950764678824 0.0006859106444052404 0.00076276406115764544 -0.00025162757352959684 -0.00044015048960776491 0.00034810671184641579 0.00079696405158739261 0.00065635658366789817
leaf_weight=0.0012588591516821011 0.001007892201573264 0.0012484580742613645 0.0010274020521182014 0.0011529641738333438 0.0010841829662303548 0.001023117879647849 0.0015321568931018249 0.00193812828055557 0.0013376262242966184 0.0010049754201905195 0.001690477913984953 0.0015554715249263065 0.0019103690389060349 0.0010240917949265581 0.0010042768507300126 0.0010001611669977171
leaf_count=930 68 343 127 485 272 57 79 387 175 48 100 145 390 123 77 104
internal_value=0 3.08268e-05 7.59249e-05 2.32799e-05 6.73529e-05 -2.22884e-05 0.000569007 3.85581e-05 9.58457e-05 0.000189081 0.000278551 0.000169402 -1.37206e-05 0.000213588 0.000570343 0.000671169
internal_weight=0 0.0205418 0.0192933 0.0182659 0.017258 0.0146417 0.00261634 0.0134887 0.0124656 0.0105274 0.00918982 0.00749935 0.00549421 0.00358384 0.00202837 0.00200514
internal_count=3910 2980 2637 2510 2442 2091 351 1606 1549 1162 987 887 735 345 200 152
is_linear=0
shrinkage=0.00181146


Tree=2791
num_leaves=19
num_cat=0
split_feature=1213 14 453 16 1429 124 12 160 50 12 43 3 2 3 43 3 4 2
split_gain=0.000678653 0.000267713 0.000181806 0.0002057 0.000161569 0.000167449 0.000175032 0.00019664 0.000296362 0.000287996 0.00019712 0.000168128 0.000166717 0.000151864 0.000132504 0.000194119 9.42416e-05 3.01437e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 1.0000000180025095e-35 -0.50388999999999984 0.059810000000000009 0.11158000000000001 0.10852500000000001 -1.0000000180025095e-35 0.09525500000000002 -0.0089849999999999982 -0.17307499999999998 0.096385000000000012 0.11290500000000002 -0.074234999999999982 -0.078644999999999979 -0.089974999999999986 0.0066400000000000009 0.11085000000000002
decision_type=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 12 9 -9 -11 13 -5 14 -12 -16 -13 -2
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 11 16 -14 -15 15 -17 -18 -19
leaf_value=-0.0013608675294228712 0.00085933584097603385 -0.00083482660250651342 -0.0005614663039598647 -0.00079478851172188388 0.00071298609994824443 0.00070380413847599352 -0.00061954722729678081 -0.00055616775139316729 0.0010328301668234075 0.00088052716010222876 -0.00032115195551198642 0.00010462730739921195 0.000112716954962587 -0.00046809582855344577 -0.00011634624922278697 0.0008774828399984192 0.00082839759565650397 0.00043720830042777003
leaf_weight=0.0010971781114740382 0.0010161206687387446 0.0010076378582774123 0.0012458705605162814 0.0014426409612861004 0.001092222998987021 0.0010247668240293125 0.0013601542591996771 0.001981776706306255 0.0010036592098434929 0.0010652577070526751 0.001273414713222067 0.0010212508787981744 0.0010679798227824361 0.0019627162471192684 0.0012062754521853158 0.0011772813571541401 0.001170419860792804 0.0010353503214817397
leaf_count=592 122 122 98 624 345 35 220 272 148 57 269 84 109 126 158 395 29 105
internal_value=0 4.1979e-05 8.37578e-05 0.00012415 6.41408e-05 2.18505e-05 -2.2569e-05 3.39259e-05 0.000127619 4.39486e-05 0.000177929 8.21142e-05 -0.00040875 -7.74065e-05 0.000132279 0.000374524 0.000491143 0.000646294
internal_weight=0 0.0221548 0.0211472 0.0199013 0.0178498 0.0167576 0.0157328 0.0143727 0.0118621 0.0108584 0.00887662 0.00781136 0.00251062 0.00561969 0.00365697 0.00238356 0.00219167 0.00205147
internal_count=3910 3318 3196 3098 2871 2526 2491 2271 1538 1390 1118 1061 733 948 822 553 113 227
is_linear=0
shrinkage=0.00174112


Tree=2792
num_leaves=18
num_cat=0
split_feature=14 403 403 147 52 2 123 13 151 13 16 16 3 4 4 1 0
split_gain=0.000323311 0.000269139 0.000357603 0.000202967 0.000298025 0.000248049 0.00020456 0.000275166 0.000332681 0.000217979 0.000225691 0.000215793 0.00018485 0.000167725 0.00011225 9.27663e-05 6.03411e-05
threshold=0.073890000000000011 0.088015000000000024 0.03138500000000001 1.0000000180025095e-35 0.28122000000000008 0.086875000000000022 1.0000000180025095e-35 -0.48634999999999995 -0.083559999999999982 -0.091849999999999987 0.050115000000000007 -0.074204999999999979 -0.077894999999999978 -0.00072999999999999985 0.011185000000000002 0.12263000000000002 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 7 -7 -9 -10 11 14 16 -14 -11 -15 -1
right_child=-2 -3 -4 -5 -6 6 -8 8 9 10 -12 -13 13 15 -16 -17 -18
leaf_value=-0.00035812349582504548 -0.00090706462361249103 -0.00071115956523731436 0.00099427350838866965 0.00062090926427290521 -0.00081017491165286365 -0.0006883893431289149 0.00082027645126719938 -0.00060283468922366014 0.0008187620462919038 0.00043175173291677986 -0.00035305222455504526 0.00086495741418242357 0.00048688139321340708 -0.00056684697173697526 -0.00025566194969905992 5.3675815517084341e-05 -0.00090126406787213059
leaf_weight=0.0011159767722277083 0.0010082026899568266 0.001209944983130754 0.0010275728378929113 0.0013492847526232537 0.0011716512654380623 0.0010242836423177684 0.0011393389987224513 0.0011644350836977719 0.0017447244818629276 0.0012077849588855525 0.0015529843789038964 0.0014461463891271903 0.0011586638328781977 0.0012355018737705364 0.0012514672301269791 0.00125809665736974 0.001006583728782387
leaf_count=435 135 336 123 201 324 34 170 187 145 228 379 292 155 111 162 102 391
internal_value=0 2.53665e-05 7.02509e-05 1.98177e-05 -2.65869e-05 2.97171e-05 0.000176628 9.85461e-05 0.000194876 0.000323832 0.000165632 0.000371887 -0.000238195 -1.88046e-05 8.19398e-05 -0.000253774 -0.000615698
internal_weight=0 0.0210644 0.0198545 0.0188269 0.0174776 0.016306 0.0105312 0.00939183 0.00836754 0.00720311 0.00545838 0.0039054 0.00577482 0.00365226 0.00245925 0.0024936 0.00212256
internal_count=3910 3775 3439 3316 3115 2791 1597 1427 1393 1206 1061 682 1194 368 390 213 826
is_linear=0
shrinkage=0.00160853


Tree=2793
num_leaves=18
num_cat=0
split_feature=14 403 11 403 3 159 453 52 52 16 4 1 3 15 12 4 43
split_gain=0.000316558 0.000182649 0.000190779 0.000202094 0.000227024 0.000185538 0.000192264 0.000171348 0.000153595 0.000152155 0.000162187 0.000287257 0.00019176 0.000131564 5.85032e-05 5.01547e-05 3.74011e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 0.088315000000000018 0.088015000000000024 -0.15121499999999996 0.10519500000000001 1.0000000180025095e-35 -0.27466499999999994 -0.081429999999999989 -0.50585499999999983 -0.0021099999999999995 0.094385000000000011 -0.013944999999999997 -0.10981499999999998 0.088285000000000016 0.053925000000000008 -0.072364999999999985
decision_type=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 16 -10 12 -12 14 -13 -11 -15 -9
right_child=-2 2 -4 -5 5 -7 -8 8 9 10 11 13 -14 15 -16 -17 -18
leaf_value=-0.00067392007115266931 -0.00097780315975151211 0.00098170420838120239 -0.00065914576053835796 -0.00061334267985771224 -0.00037827236324044334 -0.00061532192589133468 -0.00054826348467195687 0.00091433271498339434 0.00081119327342878817 0.0010644228747643306 -0.00069678673255556321 -0.00023020245140372136 -1.8298876985081868e-05 0.0007645670943309704 0.00046440872932171655 0.00020982177667829515 0.00046471755607259841
leaf_weight=0.0010881607843770463 0.0010247471591068027 0.0010095606185836379 0.0010577308690513645 0.001121778228684432 0.0013598318557911148 0.0010310282701398608 0.0011082324709407185 0.0012026412910670567 0.0011120071403997326 0.0010160492665044567 0.0016769827034799757 0.0013469054180713642 0.0019292051887091037 0.0010157764450173246 0.0010342103145886488 0.0010406127265430998 0.0011335100528106204
leaf_count=906 138 119 123 335 258 260 90 196 133 269 289 146 109 51 351 45 92
internal_value=0 3.38914e-05 7.40148e-05 0.000116769 0.0001649 0.000113384 0.000163552 0.000220437 0.000285527 0.000191212 0.000115115 -9.51892e-05 0.000383594 0.00020125 0.000761758 0.000483844 0.000696178
internal_weight=0 0.0202842 0.0191961 0.0181383 0.0170166 0.016007 0.014976 0.0138677 0.0125079 0.0101717 0.00905974 0.00508028 0.00397946 0.00340329 0.00205026 0.00205639 0.00233615
internal_count=3910 3772 2866 2743 2408 2289 2029 1939 1681 1393 1260 531 729 242 620 96 288
is_linear=0
shrinkage=0.00177594


Tree=2794
num_leaves=16
num_cat=0
split_feature=14 403 403 11 3 124 0 15 13 43 4 2 160 1 0
split_gain=0.000260912 0.000171196 0.000155405 0.000164137 0.00016781 0.000168199 0.000186153 0.000219835 0.000160681 0.000145291 0.000140639 0.0001458 0.000181412 0.000203186 5.5252e-05
threshold=0.05884000000000001 -1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 -0.12008499999999998 -0.048219999999999992 -0.053834999999999994 0.041585000000000004 -0.087159999999999987 -0.079109999999999986 -1.0000000180025095e-35 0.089910000000000004 0.088485000000000008 0.11235500000000002 -0.084074999999999997
decision_type=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 -8 -7 -11 -12 13 -13 -9
right_child=-2 2 -4 -5 5 6 8 14 -10 10 11 12 -14 -15 -16
leaf_value=-0.00063691499073301194 -0.00086082982046810851 0.00068078997872778578 -0.00054203675617894105 -0.0005461565951727196 0.00062577854857046175 -0.00052821589885975536 0.00011979676519342675 0.00034182983958443343 -0.00076122345896986558 0.00048272194877853618 -0.00050754889647943021 -0.00068143824421693696 0.00073865806770873239 0.00036394796122619363 0.00088112959909221586
leaf_weight=0.0010575629728339217 0.0010079414244079784 0.0015878026978334457 0.0011327926646946462 0.0010381776415973034 0.0015517626380068218 0.0012745978572013946 0.0010431719036764382 0.0011210338371827784 0.0014300890556920151 0.00197498399382232 0.0014609896620312 0.001036415394361466 0.0010168099901107508 0.0011350535034563847 0.0010934485231784705
leaf_count=906 141 150 336 135 265 630 46 112 237 205 175 158 48 94 272
internal_value=0 3.04382e-05 6.98729e-05 0.000111221 0.000154618 9.55265e-05 3.01533e-05 0.000132812 -0.000389627 -4.42621e-07 0.000101108 -6.09992e-05 0.000143627 -0.000135002 0.000608121
internal_weight=0 0.0189547 0.0178971 0.0167643 0.0157262 0.0141384 0.0125866 0.0101133 0.00247326 0.00789885 0.00662425 0.00464927 0.00318828 0.00217147 0.00221448
internal_count=3910 3769 2863 2527 2392 2242 1977 1694 283 1310 680 475 300 252 384
is_linear=0
shrinkage=0.00170698


Tree=2795
num_leaves=18
num_cat=0
split_feature=14 403 52 157 124 16 12 3 50 13 52 4 1 4 2 47 15
split_gain=0.000284081 0.000218325 0.000224642 0.000207596 0.000148267 0.000210332 0.000513117 0.000380565 0.000195018 0.000176366 0.000145711 0.000180891 0.000117355 0.000112719 0.000218783 0.000156569 5.34679e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 0.08919500000000001 -0.055679999999999993 0.097510000000000013 -0.015794999999999997 0.099470000000000017 -0.071149999999999977 0.086950000000000013 -0.080874999999999989 0.099370000000000014 0.0051950000000000008 0.11203000000000002 0.09252500000000001 -0.042544999999999993
decision_type=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 9 10 -7 11 -5 -9 -13 15 16 -15
right_child=-2 2 3 4 -6 6 -8 12 -10 -11 -12 13 -14 14 -16 -17 -18
leaf_value=-0.0007521878344995532 -0.00095766809844452939 -0.00071037407933129083 0.00078800638653503136 0.00075309763053459176 0.00073507912341476249 -7.6586953731512834e-05 -0.001358296620505708 -0.00096215846190081486 0.00092025917880401531 0.00090321181377682675 -0.00042487163862779594 -0.00044797665988044764 -0.00012628173622491735 0.00099081294138781122 -0.00039381068898119103 -0.00013150307718318464 0.00041970389771325123
leaf_weight=0.0011044859033321258 0.0010002941251170258 0.0011228451519362933 0.0014260216429238517 0.0015387687783780888 0.0010263240506902275 0.001027553970432242 0.0011080119188440797 0.0010796716368728465 0.0010568077377046342 0.0014584807798642715 0.0014652443694809225 0.001169354191084322 0.0011259195433551139 0.0011557776175925944 0.0014850708632855665 0.0010358502904788125 0.0010062267215638003
leaf_count=906 135 360 313 99 66 372 152 104 202 148 329 176 126 152 160 46 64
internal_value=0 3.10779e-05 7.59301e-05 0.000124534 6.80122e-05 2.44408e-05 -0.000249565 1.22818e-05 0.000184747 0.000498231 9.69798e-05 0.000200435 -0.000535457 5.51202e-05 0.000180747 0.000447569 0.000725011
internal_weight=0 0.0203924 0.0192879 0.0181651 0.0167391 0.0157127 0.00579964 0.00469163 0.0099131 0.00248603 0.00885629 0.00739105 0.00220559 0.00585228 0.00468293 0.00319785 0.002162
internal_count=3910 3775 2869 2509 2196 2130 902 750 1228 520 1026 697 230 598 422 262 216
is_linear=0
shrinkage=0.00181146


Tree=2796
num_leaves=16
num_cat=0
split_feature=14 403 403 52 157 14 48 49 457 2 4 0 15 13 1
split_gain=0.000265555 0.000170631 0.000177692 0.000166468 0.000221242 0.000201942 0.000276807 0.000215972 0.00018648 0.000208239 0.000289477 0.000197084 0.0002739 0.000218487 0.000141586
threshold=0.064610000000000015 0.088015000000000024 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 -0.13131999999999996 0.12738500000000003 0.089635000000000006 -0.066264999999999991 0.10946500000000002 -0.37626499999999991 -0.06402999999999999 0.083935000000000023 -0.0010249999999999997 0.089175000000000018
decision_type=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 10 -10 12 13 -12 -15
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 11 -13 -14 14 -16
leaf_value=-0.00061126724909215324 -0.00088490857836126687 -0.00063808249425599344 -0.00057281593474342281 0.00082731154987383761 -0.00054174760134974547 -0.00054477889815868175 -0.00069136936357230741 0.00092368207404445275 -0.00066920998888282213 0.00079078901242369973 -0.00061276080889732028 0.00079600749794867919 0.00072201795185843824 0.00068702125145555831 -0.00015497592916541929
leaf_weight=0.0011050155862293775 0.0010216867137430785 0.0011073555674912415 0.0010217698545150573 0.0013476462691276664 0.001388214326489101 0.0010520104754744757 0.0010768846677067243 0.0012226124193197513 0.001220840839662056 0.0016531408116083604 0.0017085565454714275 0.001557962683156962 0.001555692504965199 0.0010374227607045112 0.0014538730298365721
leaf_count=906 138 336 341 308 127 152 85 228 83 217 402 109 328 62 88
internal_value=0 2.56985e-05 6.56429e-05 0.000108888 0.000151687 9.06907e-05 0.000155537 0.000228721 0.000153124 0.000225193 0.000115635 0.000246649 9.79434e-05 -0.000133224 0.000195648
internal_weight=0 0.019509 0.0184016 0.0172966 0.0162749 0.0149272 0.013539 0.0124621 0.0112395 0.0101875 0.00853435 0.00731351 0.00575554 0.00419985 0.0024913
internal_count=3910 3772 3436 2530 2189 1881 1754 1669 1441 1289 1072 989 880 552 150
is_linear=0
shrinkage=0.00174112


Tree=2797
num_leaves=16
num_cat=0
split_feature=14 403 52 157 14 124 48 2 0 160 1 2 42 1 16
split_gain=0.000250062 0.000161249 0.000177639 0.000212248 0.000158753 0.000208624 0.000255547 0.000238283 0.00035387 0.000177772 0.000174463 0.000128644 0.000222045 0.000100742 7.55087e-05
threshold=0.056865000000000006 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 -0.13131999999999996 -0.036134999999999994 0.12649500000000002 0.10946500000000002 0.11015500000000002 0.090735000000000024 0.10444500000000001 0.086650000000000019 -0.089024999999999979 0.095575000000000007 -0.095109999999999986
decision_type=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 -9 12 -7 -14 -13
right_child=-2 2 3 4 5 6 -8 10 -10 -11 -12 14 13 -15 -16
leaf_value=-0.00069359169542606712 -0.00093551198965237782 -0.00068990968842694235 0.00083753089411548647 -0.00055952895578376171 0.00084262414615152235 0.00068432154715244043 -0.00087272150847872941 0.00014447328526820768 -0.0010758692982532497 -0.00059729665008471835 0.0011585390534344471 0.00088775913349024241 -0.00053731567055793916 0.00010825248373972104 0.00025105675663623597
leaf_weight=0.0010396458747465058 0.0010075111698449732 0.0010302896467527549 0.0013343224642716174 0.0013651987639595525 0.0012687519206652032 0.0013234633108653413 0.0010012885543742031 0.0012139534727313691 0.0010003594746733251 0.0011021033104177402 0.0011965751721574255 0.001231682528679898 0.001770045336699983 0.0016673908564114187 0.0014293219211703873
leaf_count=906 144 360 313 132 216 76 78 135 53 179 174 183 393 180 388
internal_value=0 2.80119e-05 6.9842e-05 0.000116147 5.43264e-05 0.000113322 4.17942e-05 0.000118518 -1.54509e-05 0.000108998 0.000647851 0.000213878 2.83771e-05 -0.000224171 0.000545763
internal_weight=0 0.0189744 0.0179347 0.0169045 0.0155701 0.0142049 0.0129362 0.0119349 0.00952437 0.00852401 0.00241053 0.0074219 0.0047609 0.00343744 0.002661
internal_count=3910 3766 2860 2500 2187 2055 1839 1761 1452 1399 309 1220 649 573 571
is_linear=0
shrinkage=0.00188464


Tree=2798
num_leaves=19
num_cat=0
split_feature=1213 14 4 453 148 11 0 52 12 13 52 49 42 4 49 0 42 15
split_gain=0.000634345 0.000435115 0.000182661 0.000207744 0.000179869 0.000163422 0.000168044 0.000314511 0.000260685 0.000178175 0.000174583 0.000164289 0.000227674 0.000213121 0.000144588 0.000137151 0.000115273 9.99699e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.49837999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.087830000000000005 -0.017269999999999997 -0.27466499999999994 0.084100000000000022 -0.083514999999999992 -0.081429999999999989 0.10311000000000002 -0.089024999999999979 0.0057500000000000008 -0.045004999999999996 -0.11756999999999999 0.085195000000000007 -0.088379999999999986
decision_type=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 -6 -8 16 -11 12 -12 -14 -15 -16 17 -9
right_child=1 -3 3 -5 5 -7 8 9 -10 10 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.0014499947034292107 -0.00047595464698940991 -0.0011372456772700938 0.00093366991932843221 -0.00056207078535266118 -0.00076209824520792992 -0.0005544683325233845 0.001299232445769082 -0.00016067252054946258 0.00011686199661985341 0.00058397500333551766 0.00049753555438509947 0.00062886139003487656 -0.0009017307645292884 0.00049341717087761296 -0.00078045545837940582 0.00013846335753568494 0.00088888517132664142 0.00065760866673237608
leaf_weight=0.0010168289854331552 0.0017493659682340573 0.0010213036849482373 0.0010655781626173087 0.0013195068441638194 0.0012646470627362986 0.0010513766663384763 0.0011227466254371639 0.0010359320719115529 0.001470217651726502 0.0017616766058440661 0.0013425397609993991 0.0010043232742452893 0.0016510625667050419 0.0010111102422829532 0.0011813768828586534 0.0010449813174874924 0.0017447182603298186 0.0010034238020385396
leaf_count=592 172 119 174 97 256 96 143 172 54 189 166 122 757 34 56 176 340 195
internal_value=0 4.15077e-05 9.66687e-05 0.000146567 0.000196422 0.000152013 0.000196654 0.000116872 0.000628825 0.000203843 6.23627e-05 -6.46397e-05 -0.000176418 -0.000361506 -8.59997e-05 -0.000349144 0.00054023 0.000241946
internal_weight=0 0.0228459 0.0218246 0.0200752 0.0187557 0.0176901 0.0166388 0.0140458 0.00259296 0.0127811 0.00899707 0.00723539 0.00623107 0.00488853 0.00323747 0.00222636 0.00378407 0.00203936
internal_count=3910 3318 3199 3027 2930 2756 2660 2463 197 2207 1500 1311 1189 1023 266 232 707 367
is_linear=0
shrinkage=0.00184769


Tree=2799
num_leaves=19
num_cat=0
split_feature=14 403 52 157 124 43 16 3 50 12 12 0 2 1 12 13 2 48
split_gain=0.000386979 0.000184984 0.000186841 0.00021717 0.000177529 0.000220477 0.000257164 0.000248553 0.000212422 0.000164389 0.000343766 0.000292676 0.000215983 0.000163979 0.000193693 0.000162135 0.000147285 0.000138435
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 0.08919500000000001 -0.15109999999999998 -0.055679999999999993 0.12991000000000003 0.099470000000000017 0.086935000000000012 0.095000000000000015 -0.15713499999999997 0.113945 0.099370000000000014 0.085185000000000025 0.17936000000000002 0.084925000000000014 0.090910000000000005
decision_type=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 15 8 13 9 11 -11 12 17 14 -8 -5 -13 -7
right_child=-2 2 3 4 -6 6 7 -9 -10 10 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=-0.00070103037145528076 -0.0011526665797591882 -0.00065291802774512483 0.00081527056235163563 0.0011061110981267881 0.00082208959923601337 -0.00032162499661003718 -0.0009829980000440738 -0.0011396743026420766 0.00091156528250155354 -0.0012452875376554294 0.00026757037753519859 6.9880835667129979e-05 -0.00086107294700756129 0.00046223004872537242 0.00013722075814818441 0.00011325450665571515 0.00099243577202446634 0.00065203410612873298
leaf_weight=0.0011516290999453544 0.0010260605982520257 0.0011735512883298852 0.00147887455064341 0.001028212123439118 0.0010257978750410858 0.0010667248393723084 0.0011607352319182094 0.0013069310179061322 0.0010256548125592005 0.0010101677876333606 0.0011305595519776508 0.0010012004390128068 0.0011686922443422047 0.001013787517668386 0.0010389503374365889 0.0013528522078769881 0.0015920384202428154 0.0010095298533769892
leaf_count=906 135 360 313 75 66 60 200 61 185 268 171 156 84 179 371 106 191 23
internal_value=0 3.3032e-05 7.61976e-05 0.000122674 6.21801e-05 1.31727e-05 -7.99268e-05 -0.00044671 0.000104203 4.19699e-07 -0.000446318 0.000164228 -0.000212998 -0.000164878 -0.000453899 0.000541999 0.000636255 0.000151794
internal_weight=0 0.0207359 0.0195843 0.0184107 0.0169318 0.015906 0.013525 0.0045204 0.00900457 0.00797891 0.00214073 0.00583819 0.00324495 0.00321347 0.00219969 0.00238106 0.00259324 0.00207625
internal_count=3910 3775 2869 2509 2196 2130 1949 811 1138 953 439 514 167 750 571 181 347 83
is_linear=0
shrinkage=0.00188464


Tree=2800
num_leaves=14
num_cat=0
split_feature=50 159 52 133 133 52 15 15 4 4 1 12 16
split_gain=5.34717e-05 0.000124574 8.14706e-05 0.000133913 9.05944e-05 0.000121386 0.000107827 0.000136928 0.000116255 0.000146271 6.97603e-05 6.51373e-05 4.68192e-05
threshold=0.10625000000000001 -0.026594999999999997 0.11262000000000001 0.094185000000000005 0.083815000000000014 0.086635000000000004 -0.15202999999999997 -0.10192499999999999 -0.034289999999999994 -0.0017649999999999999 0.095575000000000007 0.080120000000000011 -0.055679999999999993
decision_type=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 -11 -9 -12
right_child=-2 2 -4 -5 -6 -7 7 8 9 10 12 -13 -14
leaf_value=0.0059514618145960069 -0.0040277734096035292 0.0045760250394593967 -0.0048547046862780557 -0.0058065643174935854 0.0054798994295786564 0.0055938668381996983 -0.0068616847316875567 -0.0002493763794293736 0.0074039857260696455 -0.0036295858716622205 0.0040003421754601512 -0.0059986040096072181 -0.0010691078435417912
leaf_weight=0.0011185124648672102 0.0010094762405400753 0.0011817402785782626 0.0011224647475825732 0.0010972969223251488 0.001148327828828199 0.001183503382670867 0.0011660965148488633 0.0011685882949481509 0.0010166708117912392 0.0012714803177868604 0.0012122793554653977 0.0013590417505040565 0.0011152133687444277
leaf_count=340 418 219 273 428 404 322 143 158 208 224 120 588 65
internal_value=0 0.00021643 -0.00024037 0.000160507 0.000714316 0.000201655 -0.000470732 -0.00118847 -0.000262352 0.00142336 -0.000266103 -0.00334059 0.00157133
internal_weight=0 0.0151612 0.0140427 0.0129202 0.0118229 0.0106746 0.00949111 0.00830937 0.00714327 0.00461564 0.00359897 0.00252763 0.00232749
internal_count=3910 3492 3152 2879 2451 2047 1725 1506 1363 617 409 746 185
is_linear=0
shrinkage=0.017856


Tree=2801
num_leaves=12
num_cat=0
split_feature=11 0 52 4 157 160 43 1 52 13 0
split_gain=4.85375e-05 6.78667e-05 0.00011 9.68111e-05 7.76438e-05 8.46422e-05 0.000121541 0.000142768 0.000104229 6.51867e-05 0.000130868
threshold=0.079700000000000007 -0.017269999999999997 -0.27466499999999994 -0.49837999999999999 -0.077534999999999979 -1.0000000180025095e-35 -0.07526999999999999 0.090355000000000005 0.06136500000000001 -0.09547499999999999 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 7 -7 9 -8 -11
right_child=-2 3 4 -5 5 6 8 -9 -10 10 -12
leaf_value=-0.0067729986199870536 -0.0039857788417478109 -0.0020198173910214823 0.0054547870264655927 0.0060329581928627567 -0.0045999568945237698 -0.00083481980797456962 0.0011850142354059951 0.0096423253500540623 0.0037371228413373933 -0.00114866848549702 -0.010752012208980472
leaf_weight=0.0011259176388814492 0.0013118917081369188 0.0010529945699215707 0.0011590521271279556 0.001918429539471276 0.0017732324129258181 0.0011439102823598008 0.0011778156437495966 0.0012281469207571941 0.0014196583016577568 0.0016906759680900252 0.0010459785842197229
leaf_count=311 254 104 307 228 765 349 166 198 590 131 507
internal_value=0 0.00029769 -0.000430133 0.00317927 0.000241161 -0.000396311 0.00057097 0.00458979 -0.00121618 -0.00301258 -0.00481917
internal_weight=0 0.0147358 0.0117644 0.00297142 0.0106385 0.00947942 0.00770619 0.00237206 0.00533413 0.00391447 0.00273665
internal_count=3910 3656 3324 332 3013 2706 1941 547 1394 804 638
is_linear=0
shrinkage=0.0213396


Tree=2802
num_leaves=12
num_cat=0
split_feature=150 151 3 159 4 124 3 43 12 0 4
split_gain=4.506e-05 0.00010256 8.5027e-05 6.6419e-05 0.000113161 9.4401e-05 0.000102098 0.00011908 0.00016423 9.97601e-05 5.80981e-05
threshold=0.083205000000000015 -0.03268999999999999 0.096385000000000012 -0.034019999999999988 0.40359500000000004 -0.018779999999999995 0.13772500000000001 -0.074254999999999988 0.088375000000000023 -0.077944999999999987 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5 7 9 10 -7 -9
right_child=2 3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0051031302791586615 -0.00036188846930885538 -0.0037038438424779451 0.0055910947484518834 -0.0050557089437610146 0.0058925455974288814 -0.0016594605745190068 0.0053975432715997794 -0.0027769348516571623 -0.0079953612689948328 0.0045710670940828134 0.0020360583099716259
leaf_weight=0.0012740565883973551 0.0019057618430738622 0.0012549092754525802 0.0011233031584177364 0.001015984397628923 0.0010242058021873264 0.0012172247219434454 0.001084323407430865 0.0013495253129696422 0.0010643874436125113 0.002001916823648673 0.001632319804224883
leaf_count=322 401 473 103 110 264 458 58 468 790 263 200
internal_value=0 -0.00048004 0.00184573 2.57716e-05 0.000476241 -0.000116071 0.00048498 -0.000248198 -0.00220803 0.00221517 -0.000142209
internal_weight=0 0.0129189 0.00302907 0.0116448 0.0103899 0.00936568 0.0083497 0.00726537 0.00404623 0.00321914 0.00298185
internal_count=3910 3406 504 3084 2611 2347 2237 2179 1458 721 668
is_linear=0
shrinkage=0.0171627


Tree=2803
num_leaves=13
num_cat=0
split_feature=41 39 39 13 2 0 3 1 43 4 3 1
split_gain=4.44018e-05 4.92101e-05 8.74777e-05 7.89195e-05 8.04921e-05 0.000137189 0.000143179 0.000131386 0.000106536 0.000189602 0.000112224 8.52598e-05
threshold=0.078150000000000011 0.005105000000000001 0.096625000000000016 -0.45122499999999993 0.11230000000000001 -0.23029999999999998 -0.074234999999999982 0.11235500000000002 -0.079109999999999986 -0.06272999999999998 -0.100615 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 8 -6 10 -10 -7 -8
right_child=-2 2 -4 4 7 6 11 -9 9 -11 -12 -13
leaf_value=0.0042474475545952886 -0.00343414555535716 0.0059856435762806384 -0.00070533406931480276 0.0052841463106977071 -0.0070565396254286218 0.0022513217725732911 -0.00068394368225840982 0.00031036988116200925 -0.001104366153821733 0.0082289351959662499 -0.005021108564310664 -0.0066906063164386955
leaf_weight=0.0010337354313287922 0.0010176422834828674 0.0010654652543156872 0.0011506335959159779 0.0012750069957143681 0.0012812024793727944 0.0011696495766267793 0.0012870394780899594 0.0014738925564291155 0.001250844108709389 0.0012146045958641805 0.0012351477219889246 0.0013933020244661469
leaf_count=84 201 233 184 99 253 161 282 170 917 348 734 244
internal_value=0 0.000199132 0.00251158 -0.000207119 -0.00060475 0.000179023 -0.000683038 -0.00311547 0.00103587 0.00349369 -0.00148393 -0.00380634
internal_weight=0 0.0148305 0.0022161 0.0126144 0.0115807 0.00882559 0.00755059 0.0027551 0.00487025 0.00246545 0.0024048 0.00268034
internal_count=3910 3709 417 3292 3208 2785 2686 423 2160 1265 895 526
is_linear=0
shrinkage=0.0168261


Tree=2804
num_leaves=12
num_cat=0
split_feature=158 14 124 48 0 52 160 2 43 12 13
split_gain=4.74204e-05 7.40362e-05 7.42012e-05 0.000100426 0.000127291 0.000253672 6.87007e-05 6.8686e-05 0.000101606 0.000187173 5.83814e-05
threshold=0.085745000000000002 -0.13131999999999996 -0.061329999999999989 0.11930500000000001 -0.17106499999999999 -0.010284999999999997 0.031805000000000007 0.10113500000000002 -0.0037249999999999996 0.093125000000000013 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 -6 -10
right_child=-2 2 3 -5 6 -7 -8 -9 10 -11 -12
leaf_value=-0.0034278026728754496 -0.0031793116001798492 0.0043098514550090703 -0.0015208455287707247 -0.0041656233307394838 -0.005326328573944366 0.0086575312137267164 0.0030666050352760568 -0.0033402869466149362 0.0047771438928703534 0.0022269874268641683 0.00031886675776795202
leaf_weight=0.0012033628982740978 0.001035969499727135 0.0011004418245934679 0.0010819886369066722 0.0011229244647783876 0.0016637691681408789 0.0011987914537799913 0.0012803641689557964 0.0018122703570424134 0.0011526039433946977 0.0014057783276473386 0.001671516704116428
leaf_count=154 410 226 62 136 1024 85 315 487 126 314 571
internal_value=0 0.000194238 0.000517328 0.000180487 0.000613639 0.00382897 -0.000202432 -0.000745592 5.22621e-05 -0.00186709 0.00213842
internal_weight=0 0.0146938 0.0134904 0.01239 0.0112671 0.00228078 0.0089863 0.00770594 0.00589367 0.00306955 0.00282412
internal_count=3910 3500 3346 3120 2984 147 2837 2522 2035 1338 697
is_linear=0
shrinkage=0.01524


Tree=2805
num_leaves=16
num_cat=0
split_feature=14 124 123 133 50 48 3 0 1 47 4 1 15 0 16
split_gain=0.00024494 0.000166695 0.000177657 0.000252216 0.000206519 0.000192878 0.000224031 0.000306107 0.000206775 0.000307251 0.000140246 0.00016564 0.000216794 0.000154033 9.57818e-05
threshold=0.05884000000000001 0.08919500000000001 1.0000000180025095e-35 0.098810000000000023 0.10119500000000002 0.11930500000000001 -0.12008499999999998 -0.053834999999999994 0.11198000000000001 0.084155000000000021 0.18622000000000002 0.094695000000000015 0.085120000000000015 -0.12329499999999999 -0.069144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 14 8 10 -10 11 12 13 -8 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.00096633112834713952 -0.00085830593403432391 0.00070056533512241213 0.00057339043041311347 -0.00081903218536008625 -0.00076128710120301703 -0.00065919584139897502 6.602698503225358e-05 -0.00075096818310480332 0.0012146258519576409 -8.3167240030074753e-05 -0.00056668880356016706 0.0007060199188849421 0.00058391836307539332 -0.00064831401747906267 0.00027335898325357428
leaf_weight=0.0010896998392167061 0.0010056535790288193 0.0010416379098517501 0.0014287126354911297 0.0012484699749446262 0.0010225255534502447 0.0010793307247378712 0.0019733071524399293 0.0014330247023613277 0.0011278204345451515 0.0010850793159136174 0.0012262520269595047 0.0010541504546358049 0.0012115453760748116 0.0017063942118840658 0.0013584267430328508
leaf_count=94 141 76 284 551 349 87 82 239 134 62 117 129 553 842 170
internal_value=0 2.33211e-05 -1.5773e-05 -6.64316e-05 -5.28986e-06 4.85982e-05 0.000106186 -1.45277e-06 0.000112999 0.000578262 -3.05643e-05 8.00127e-05 -5.4903e-05 -0.000265236 0.000581812
internal_weight=0 0.0190864 0.0180447 0.016616 0.0153676 0.014345 0.0132657 0.0108176 0.00938455 0.0022129 0.00717165 0.0059454 0.00489125 0.0036797 0.00244813
internal_count=3910 3769 3693 3409 2858 2509 2422 2158 1919 196 1723 1606 1477 924 264
is_linear=0
shrinkage=0.00174112


Tree=2806
num_leaves=13
num_cat=0
split_feature=49 42 43 16 14 1 16 15 160 3 3 0
split_gain=4.44199e-05 5.46557e-05 5.59531e-05 0.000101875 9.01896e-05 0.000153129 0.000152672 0.00012401 9.48115e-05 0.000143799 0.000226751 7.07863e-05
threshold=-0.14917999999999998 0.092635000000000009 0.12326000000000002 0.3935300000000001 -0.23083499999999998 0.095575000000000007 -0.27337499999999998 -0.074174999999999977 0.087260000000000018 0.084925000000000014 -0.078494999999999995 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 9 10 11 -6
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=0.0027870956161617517 -0.0038760351041609775 -0.0026623992322563411 0.0032624141036374783 -0.004646207052686941 -0.00093143029971208828 -0.001026869619398545 0.0089743172143350557 0.0018364901952724608 -0.0048088940988539877 0.0048309101084005948 -0.0069445953429411924 0.0039300856667141499
leaf_weight=0.0011597334290485298 0.0010724352869079011 0.0018341323701609969 0.0011350349041396148 0.0010523084331467468 0.001639144827245375 0.0012048503579063178 0.0011495575176248686 0.0010304114593875035 0.0010498716634483631 0.0011256873526055422 0.0011087580050170519 0.0011292203257322326
leaf_count=129 106 780 234 231 1176 211 175 114 230 96 250 178
internal_value=0 -0.000251454 9.68085e-05 -0.000213951 0.00022983 0.000696402 0.00324142 0.00560046 -0.000726838 0.000129807 -0.00123511 0.00105159
internal_weight=0 0.0145314 0.0126973 0.0115622 0.0105099 0.0094375 0.00338482 0.00217997 0.00605268 0.00500281 0.00387712 0.00276837
internal_count=3910 3781 3001 2767 2536 2430 500 289 1930 1700 1604 1354
is_linear=0
shrinkage=0.0149411


Tree=2807
num_leaves=13
num_cat=0
split_feature=1 151 49 47 49 4 49 52 3 4 4 51
split_gain=4.76631e-05 8.73523e-05 0.000122128 0.00010698 9.20079e-05 0.000148086 7.57588e-05 8.04525e-05 0.0002862 7.5847e-05 6.68413e-05 2.82901e-05
threshold=0.12730000000000002 0.079335000000000017 -0.085974999999999982 0.09252500000000001 0.085925000000000015 0.05309500000000001 -0.047309999999999998 0.0033900000000000002 -0.078884999999999997 -0.08422499999999998 -0.026614999999999996 -0.025709999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8 -9 -10 -2
right_child=11 -3 3 -5 -6 -7 7 9 10 -11 -12 -13
leaf_value=-0.0061004160721145322 0.00039856628552138414 0.0041065982283723709 0.0038535985177452284 -0.0041540955199782393 -0.0042660197256129719 0.0050032215390510152 -0.009309444971037752 -0.0010163498477094278 0.0033217410203540661 0.0045926987709206928 -0.0023053408103769503 0.0041720913293139626
leaf_weight=0.0010257441646275922 0.0010571345739040783 0.0010481526856980722 0.0010366521671372189 0.0015987233281982661 0.0010099680197634469 0.0018153554606697899 0.0010986760181806747 0.0015724388245331317 0.0012205643664683352 0.0010527094527116899 0.0010082156397219835 0.0010220474030003509
leaf_count=138 92 138 162 316 558 250 718 320 214 662 89 253
internal_value=0 -0.000377155 -0.00075497 -0.000274561 0.000357387 0.000887734 -0.000181203 -0.000883868 -0.00255389 0.00123293 0.000776262 0.00225349
internal_weight=0 0.0134872 0.012439 0.0114133 0.00981458 0.00880461 0.00698926 0.0059526 0.00332746 0.00262515 0.00222878 0.00207918
internal_count=3910 3565 3427 3289 2973 2415 2165 2003 1021 982 303 345
is_linear=0
shrinkage=0.0161728


Tree=2808
num_leaves=16
num_cat=0
split_feature=403 403 52 160 484 4 16 3 2 151 1 4 47 0 48
split_gain=0.000237975 0.000166239 0.00011357 0.000131884 0.000198895 0.000156333 0.000238085 0.000164029 0.000165425 0.000389688 0.000182708 0.000151771 0.000164236 4.08884e-05 1.79428e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 0.28122000000000008 -0.088224999999999984 -1.0000000180025095e-35 -0.083329999999999987 0.15100500000000003 0.12046500000000002 0.089910000000000004 -0.0088999999999999982 0.089825000000000002 0.0021050000000000005 0.09252500000000001 -0.071924999999999989 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 13 8 11 -10 -11 -7 -13 -6 -9
right_child=1 -3 -4 4 5 7 -8 14 9 10 -12 12 -14 -15 -16
leaf_value=-0.00076653321646614006 0.00064075943578913608 -0.00060301828005955278 -0.00042668437000586832 -0.00064090235137813215 0.0010241744690263055 -0.00052983682527085827 -4.5962598480513172e-05 -0.00057867827507878593 -0.00035617581305042345 0.00029153580912423446 0.0011966179774510492 0.00051193164326405961 -0.0003001861425420986 0.00055498356738148706 -0.00026234666197971193
leaf_weight=0.0011094398636145369 0.00120223367372358 0.00108928042955305 0.0011973954424316811 0.0010412837918484562 0.0010346266915476909 0.0015521863673798914 0.0017756987750775083 0.0010006992942351448 0.001357055174134994 0.0012129038942280262 0.0012879532428097711 0.0014555297648575168 0.0013389618645263113 0.0010461778513189456 0.0010080563292880207
leaf_count=930 299 343 317 375 81 385 174 92 158 249 164 136 52 78 77
internal_value=0 3.13191e-05 7.0779e-05 0.000107293 6.48503e-05 0.000117082 0.000404157 8.68354e-06 0.000113623 0.000365857 0.000757657 -0.000110248 0.000122811 0.000788277 -0.000419933
internal_weight=0 0.0186 0.0175108 0.0163134 0.0151111 0.0140698 0.0038565 0.0102133 0.00820459 0.00385791 0.00250086 0.00434668 0.00279449 0.0020808 0.00200876
internal_count=3910 2980 2637 2320 2021 1646 333 1313 1144 571 413 573 188 159 169
is_linear=0
shrinkage=0.00167351


Tree=2809
num_leaves=13
num_cat=0
split_feature=484 3 42 457 160 133 2 160 0 3 43 2
split_gain=4.74765e-05 4.54029e-05 9.56155e-05 8.66398e-05 0.000101166 0.000190314 0.000112012 9.07618e-05 0.000148481 0.000110523 9.30588e-05 8.88304e-05
threshold=-0.0043499999999999988 -0.12008499999999998 0.078965000000000021 -0.0034949999999999994 -0.082109999999999975 -0.0023199999999999996 0.11835000000000002 0.091575000000000017 -0.10575999999999998 -0.078669999999999976 -0.074254999999999988 0.090815000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 11 -10 -11 -7
right_child=1 3 -4 4 5 6 -8 -9 9 10 -12 -13
leaf_value=-0.0032404481543422178 0.0052225205138350635 -0.0047058872478220109 -0.0011437874757949786 -0.0041192452407102986 -0.0046324231830673713 0.010134640307145563 -0.0030435202240219113 -0.0018037475574530055 -0.0028912663570403296 0.0062272800258013385 0.00036061649419094502 0.0034371850495826463
leaf_weight=0.0011155104701018334 0.0013065321922785594 0.001016877971814766 0.0011692813099517391 0.0012399525506895668 0.0014419152919746972 0.0010300698870462973 0.0011091645434551786 0.0010940084699374505 0.0011154465268439183 0.0013338978140970655 0.0015052518532295781 0.0010419059665581903
leaf_count=612 235 187 129 502 800 44 255 135 485 148 270 108
internal_value=0 0.000222801 0.00221583 -0.000190862 0.000229904 0.000787485 0.0017371 0.00248177 0.00325972 0.00142222 0.00311691 0.00676678
internal_weight=0 0.0144043 0.00247581 0.0119285 0.0109116 0.00967166 0.00822975 0.00712058 0.00602657 0.0039546 0.00283915 0.00207198
internal_count=3910 3298 364 2934 2747 2245 1445 1190 1055 903 418 152
is_linear=0
shrinkage=0.0161728


Tree=2810
num_leaves=12
num_cat=0
split_feature=2 52 133 4 49 3 15 1 4 15 0
split_gain=4.67014e-05 0.000103033 8.91413e-05 9.97391e-05 8.56789e-05 8.89683e-05 9.34853e-05 7.28006e-05 6.34377e-05 6.29578e-05 1.62476e-05
threshold=0.10946500000000002 0.086950000000000013 0.086895000000000014 0.24280000000000004 -0.069934999999999983 -0.078884999999999997 -0.017214999999999998 0.077800000000000022 0.15045000000000003 -0.017214999999999998 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -3 9 -2 -10
right_child=8 7 -4 -5 5 6 -8 -9 10 -11 -12
leaf_value=-0.0050502083523389363 3.6453097408541212e-05 -0.0060782017926369232 0.0043835215222197341 0.0041229643517214998 -0.0033318019990600579 -0.001163571864815636 0.0042601286281633531 -0.00031560106966560558 -0.0022307298055853626 0.005229164898557204 0.00065263478052759137
leaf_weight=0.0012243561179929264 0.0010448930911433549 0.0013358230501302913 0.0011648615248474169 0.0010733372371096311 0.0016711700165232832 0.0018819514831629885 0.0014888128572956884 0.0010046761869448584 0.0010049561219079089 0.0014696723930973654 0.0010402988084126381
leaf_count=183 249 659 593 153 881 226 196 252 105 198 215
internal_value=0 -0.000599675 0.000227293 -0.000432335 -0.0012126 -0.000280698 0.00123199 -0.00360456 0.00135102 0.0030714 -0.000764135
internal_weight=0 0.010845 0.00850449 0.00733963 0.00626629 0.00504193 0.00337076 0.0023405 0.00455982 0.00251457 0.00204525
internal_count=3910 3143 2232 1639 1486 1303 422 911 767 447 320
is_linear=0
shrinkage=0.0161728


Tree=2811
num_leaves=17
num_cat=0
split_feature=14 124 12 159 403 52 43 159 42 160 457 52 2 2 15 16
split_gain=0.000283362 0.000191171 0.000395274 0.00014294 0.000175429 0.0002116 0.00024572 0.000202284 0.000170315 0.000129503 0.000148295 0.000181798 0.000153521 0.000209543 0.000177478 0.000141898
threshold=0.064610000000000015 0.10143000000000002 0.11655500000000001 0.10519500000000001 -1.0000000180025095e-35 -0.27466499999999994 -0.15109999999999998 0.073745000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0015249999999999997 -0.081429999999999989 0.11260500000000001 0.097940000000000013 -0.095799999999999982 -0.091214999999999977
decision_type=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 -13 -16
right_child=-2 -3 -4 -5 5 6 7 -9 9 10 11 12 -14 -15 15 -17
leaf_value=-0.00067773517752578059 -0.0010026334186943903 0.00084664366856773005 -0.0011872938286448338 -0.00062206214063063316 -0.00067589494660163173 0.00086216329240078457 -0.00069818630534640609 0.00085990306986524594 -0.00034458443754626028 -0.00045837720739236087 0.0010525877976523225 -0.00043828481761716792 -0.00031355379227741593 0.0011330049381853061 0.00096423790030494914 5.2695379747460632e-06
leaf_weight=0.001015145843331451 0.0010369058498631142 0.0010015693162870416 0.0010062152080082742 0.0010913956185074061 0.0010737335007375151 0.0018527100765501269 0.0010685158793375003 0.0012074268992897158 0.0018994303730706366 0.0010646835043315603 0.0010429359303288773 0.0012444760499896734 0.0016682788768886342 0.0010254514587181573 0.0010929681346879085 0.00119213127643408
leaf_count=871 138 55 173 278 351 145 293 217 568 93 90 99 157 83 88 211
internal_value=0 2.85953e-05 -1.55843e-05 5.16358e-05 9.63388e-05 0.000147256 0.00020881 0.000112021 3.20999e-05 0.000108375 0.000211649 0.000309824 0.000185348 0.00036807 0.000145833 0.000463946
internal_weight=0 0.0195471 0.0185455 0.0175393 0.0164479 0.0154327 0.014359 0.0125063 0.0112989 0.0102304 0.00833093 0.00726624 0.00622331 0.00455503 0.00352958 0.0022851
internal_count=3910 3772 3717 3544 3266 2395 2044 1899 1682 1389 821 728 638 481 398 299
is_linear=0
shrinkage=0.00192234


Tree=2812
num_leaves=18
num_cat=0
split_feature=14 403 403 403 3 4 52 157 4 1 3 2 43 151 1 16 52
split_gain=0.000336857 0.000164126 0.000176262 0.000327042 0.000134204 0.000133125 0.000245114 0.000159574 0.000168737 0.000173058 0.000193379 0.000350124 0.000227286 0.00017253 0.000115589 3.46873e-05 2.52821e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.088015000000000024 0.03138500000000001 -0.16059999999999997 -0.34687499999999999 0.091715000000000005 -0.077534999999999979 -0.084009999999999987 0.12811000000000003 0.11818000000000002 0.089910000000000004 -0.078844999999999985 -0.0088999999999999982 0.095575000000000007 -0.077034999999999978 -0.0041199999999999995
decision_type=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 -9 10 11 14 -13 -14 -10 -12 -11
right_child=-2 2 -4 -5 5 7 -8 8 9 16 15 12 13 -15 -16 -17 -18
leaf_value=-0.00059855302399067743 -0.0009326823743230064 0.0005955903774501484 -0.00056076217484659794 0.0010303788413620026 -0.00098114892537155851 0.00068946820866309661 0.00012224266080643656 0.00059887322722909056 -0.00072703950882143048 0.00020881467291624864 -0.00038164932586671145 -0.00028553074696245666 0.00010945178598803626 0.00097893958610604246 -0.00011867216065725312 -0.00082075550680764712 0.00058141314660349044
leaf_weight=0.0011115491796698474 0.0010788624548631878 0.0011728604304707358 0.0011916047058779479 0.0010073340371538021 0.0010091819125267387 0.0010782203302998747 0.0012777723962372652 0.001263157051045123 0.001598706078120805 0.0010182309967374931 0.0010059471189492603 0.0011349527311915256 0.0011077965323628217 0.0015107690517543494 0.0019312866919996563 0.0010093966670865484 0.001021862539123476
leaf_count=906 135 158 336 123 129 326 44 91 471 81 81 283 59 288 226 25 148
internal_value=0 2.67888e-05 6.27314e-05 0.000103671 4.92084e-05 9.07448e-06 -0.000364659 7.1552e-05 1.86838e-05 -4.59492e-05 -0.000142788 -1.58405e-05 0.000339984 0.000611099 -0.000394197 -0.000601578 0.000395446
internal_weight=0 0.0204506 0.0193391 0.0181475 0.0171401 0.0159673 0.00228695 0.0136803 0.0126021 0.0113389 0.00929885 0.00728351 0.00375352 0.00261857 0.00352999 0.00201534 0.00204009
internal_count=3910 3775 2869 2533 2410 2252 173 2079 1753 1662 1433 1327 630 347 697 106 229
is_linear=0
shrinkage=0.00167351


Tree=2813
num_leaves=13
num_cat=0
split_feature=148 457 157 52 43 39 49 13 16 15 4 2
split_gain=4.17843e-05 8.65731e-05 8.10586e-05 8.66499e-05 0.000123534 0.000105564 0.000141704 0.000139251 0.000134432 0.000182719 0.000259886 6.9646e-05
threshold=-0.057864999999999993 0.097740000000000007 -1.0000000180025095e-35 -0.081429999999999989 -0.074254999999999988 0.085330000000000003 0.073145000000000016 -0.094679999999999986 -0.055679999999999993 -0.09547499999999999 -0.083329999999999987 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 11 9 -9 -11 -5
right_child=1 -3 3 5 -6 -7 -8 8 -10 10 -12 -13
leaf_value=0.0034004292962248376 -0.0037633298387602892 -0.0051945539724865958 0.0067409154657171377 -0.0013139619746178706 -0.00073702581452606377 0.004936884139332522 0.0042467168126838267 0.003598073337055978 -0.0080532753610413534 0.0012965593322682165 -0.011015944134868678 0.0051779327054454361
leaf_weight=0.0010176186507024438 0.0014796450909484041 0.0010169432224365208 0.0014806256583592241 0.0010180699324714446 0.0012473372540401937 0.0010723102424585037 0.0013641280679355374 0.0012684101291106768 0.0014308815326208881 0.0010582963566221663 0.0010432656990112825 0.0010077206661629444
leaf_count=211 618 93 286 171 284 226 327 89 504 336 680 85
internal_value=0 -0.000269349 0.00010247 0.000579493 0.00332169 -0.00022808 -0.000904261 -0.00193355 -0.00355767 -0.00164885 -0.00481566 0.0019154
internal_weight=0 0.0144876 0.0134707 0.011991 0.00272796 0.00926308 0.00819077 0.00682664 0.00480085 0.00336997 0.00210156 0.00202579
internal_count=3910 3699 3606 2988 570 2418 2192 1865 1609 1105 1016 256
is_linear=0
shrinkage=0.0175059


Tree=2814
num_leaves=16
num_cat=0
split_feature=403 11 484 403 3 2 3 16 16 4 1 15 12 52 1
split_gain=0.000218754 0.00017295 0.000222623 0.0002356 0.000215323 0.000277953 0.000165017 0.000161778 0.000167231 0.000150415 0.000144829 0.000140289 0.000132973 0.000123817 0.000118531
threshold=-1.0000000180025095e-35 0.088315000000000018 0.091130000000000017 0.088015000000000024 -0.015064999999999997 0.08400500000000001 -0.077894999999999978 0.10994000000000002 -0.46853499999999992 0.0057500000000000008 0.087800000000000017 -0.095799999999999982 0.086935000000000012 0.048490000000000012 0.10080500000000002
decision_type=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 -6 10 -10 -11 13 -7 -9
right_child=1 -3 -4 -5 7 12 -8 14 9 11 -12 -13 -14 -15 -16
leaf_value=-0.00080734422576879167 -0.00046963647716678135 -0.00069493846822026972 -0.00072587449199578965 -0.0007236936466620211 -0.00043237825381424379 0.00058389255074442145 0.00047557717521963332 -0.00082869062092742263 0.0004998817876537251 0.00020585250544230188 -0.00036922963854081273 0.0010438398200238786 0.00032297424080489069 0.0013923438649401339 -4.2997464929183953e-05
leaf_weight=0.0011471346663497603 0.0015053426492959866 0.0010855004140396243 0.0011461194087450449 0.0010761684891216474 0.0014099186040951442 0.0013967767656038205 0.001085083510869847 0.0012084785623380778 0.0010826656218498958 0.0015030524535854374 0.0016554837048273208 0.0012486119634456949 0.0019821744960620237 0.001204417515829323 0.0014326052144604529
leaf_count=930 310 143 259 325 142 364 190 86 56 136 187 57 587 81 57
internal_value=0 2.23113e-05 6.34255e-05 0.000114274 0.000168226 0.000410076 -7.37033e-05 -1.36217e-05 0.000135236 0.000281013 -2.55825e-05 0.000586103 0.000683498 0.000958226 -0.000402506
internal_weight=0 0.0200224 0.0189369 0.0177908 0.0167146 0.00717379 0.00259043 0.00954082 0.00689973 0.00548981 0.00273815 0.00275166 0.00458337 0.00260119 0.00264108
internal_count=3910 2980 2837 2578 2253 1532 500 721 578 436 243 193 1032 445 143
is_linear=0
shrinkage=0.00184769


Tree=2815
num_leaves=12
num_cat=0
split_feature=49 2 12 51 160 151 133 16 13 4 16
split_gain=4.35805e-05 9.54569e-05 0.000114467 6.19643e-05 0.000140869 0.000114887 0.000103242 0.000103167 7.23711e-05 9.02716e-05 8.77279e-05
threshold=-0.045004999999999996 0.11165000000000001 0.085185000000000025 0.11463000000000002 -0.085519999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.25582999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.056750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7 -8 9 10 -9
right_child=3 -3 -4 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.0029805121599716352 0.0044261641607969728 0.0051953208437585828 0.0037422721856848642 -0.004163515049320385 -0.0056149039760084616 -0.0038805227396812789 0.0043689782771157096 0.0061015628241836428 -0.0032759531017705788 -0.0023540368264033983 0.0001148876864444492
leaf_weight=0.00149458449636724 0.0014167962005147182 0.001136525279460331 0.0010363712109120252 0.0010127891393256613 0.0010747969916749386 0.0015155655802092651 0.0013983067423641322 0.0010005129586391458 0.0014955413050456584 0.001429594013969874 0.0014467372730108154
leaf_count=253 516 140 136 214 299 868 211 435 361 262 215
internal_value=0 0.00145287 -0.000227678 -0.000487372 -0.000141926 -0.000833307 -0.000213094 0.000607831 -0.000371108 0.000749472 0.00256243
internal_weight=0 0.00366748 0.00253096 0.0117906 0.0107779 0.00936105 0.00828626 0.00677069 0.00537239 0.00387684 0.00244725
internal_count=3910 529 389 3381 3167 2651 2352 1484 1273 912 650
is_linear=0
shrinkage=0.0155448


Tree=2816
num_leaves=17
num_cat=0
split_feature=14 403 403 11 3 159 453 52 12 376 15 52 4 12 4 1
split_gain=0.000347563 0.000188147 0.000164308 0.000157559 0.000225663 0.000213172 0.000167247 0.000151598 0.000137046 0.000177231 0.000208804 0.000256643 0.000184697 0.000174252 0.000153477 0.000218908
threshold=0.064610000000000015 -1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 -0.14218999999999996 0.10497500000000001 1.0000000180025095e-35 -0.27466499999999994 0.10214500000000001 0.048375000000000008 -0.095799999999999982 0.10218500000000001 0.27020000000000005 0.090840000000000018 0.0051950000000000008 0.086560000000000012
decision_type=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 12 13 -9 14 15 -12
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00070042288833075219 -0.001041205657718925 0.00097948968233702526 -0.00059831947232566603 -0.00056489056528189244 -0.00035997136040491332 -0.0006942698635268999 -0.00051893997633324336 -0.00052589568769068843 -0.00022856469099795013 0.0010370664008483631 0.00062904210007177412 -0.00035430097847155692 0.00045104221218133074 0.0011772940596220802 0.0009156172430204399 -0.00038447289080285272
leaf_weight=0.0010904624855073942 0.0010447648640607562 0.0010336575980287371 0.001121887152995985 0.0010461421153746811 0.0013399311192063843 0.0010219130066553327 0.0010939933837201829 0.0016582805493869503 0.0015051983761462202 0.001119690356243941 0.0015881252075120944 0.0010972468277389603 0.0010290912099316109 0.0013262940697555681 0.0014005250917617507 0.0012494661046784858
leaf_count=906 138 121 336 136 258 261 90 187 172 159 308 300 124 105 114 195
internal_value=0 3.09205e-05 7.37246e-05 0.000116784 0.0001601 0.000105208 0.000161914 0.000217859 0.000282521 0.000356005 0.000274437 0.000446381 -0.000151791 0.000604268 0.000424943 0.000182765
internal_weight=0 0.0197219 0.0186314 0.0175096 0.0164634 0.0154298 0.0144078 0.0133138 0.0119739 0.0104687 0.00934903 0.00666166 0.00268737 0.00556441 0.00423812 0.00283759
internal_count=3910 3772 2866 2530 2394 2273 2012 1922 1664 1492 1333 1022 311 722 617 503
is_linear=0
shrinkage=0.00181146


Tree=2817
num_leaves=12
num_cat=0
split_feature=11 3 1 4 47 1 3 4 3 43 13
split_gain=4.29348e-05 6.75216e-05 7.75641e-05 8.69409e-05 8.43811e-05 0.00014242 7.7786e-05 0.000157689 0.000173419 9.15303e-05 7.60348e-05
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 -0.083329999999999987 0.09252500000000001 0.12446500000000001 0.045635000000000002 0.0051950000000000008 0.12046500000000002 -0.079109999999999986 -0.083654999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 9 -8 -9 -4 -5
right_child=-2 2 4 10 5 -7 7 8 -10 -11 -12
leaf_value=0.0032210263655619558 -0.0031648332416564827 0.00077392714444788051 0.00079718582926929609 -0.0069509661585345399 -0.0056950448769050857 0.0021384964797645659 -0.004823582711476467 0.0076178012210752089 -0.00154566460293034 0.0073730974093221139 -0.0015137448002635525
leaf_weight=0.0017090086418302024 0.0010630179191919659 0.0019809584970068555 0.0010593916029924431 0.0011067805911559958 0.0011968498806993119 0.0012318424815197749 0.001056510740954586 0.0010268264804358385 0.0011398240890249014 0.0011596687422138104 0.00171524465658653
leaf_count=219 224 469 329 659 196 84 148 61 124 398 999
internal_value=0 0.000203402 -0.000203509 -0.00182314 0.000784822 -0.00172184 0.00190347 0.00029915 0.00279712 0.00423372 -0.00364619
internal_weight=0 0.0143829 0.0126739 0.00480298 0.00787091 0.00242869 0.00544222 0.00322316 0.00216665 0.00221906 0.00282203
internal_count=3910 3686 3467 2127 1340 280 1060 333 185 727 1658
is_linear=0
shrinkage=0.0161728


Tree=2818
num_leaves=18
num_cat=0
split_feature=14 403 43 40 43 48 4 4 1 2 14 49 15 12 42 3 15
split_gain=0.000276502 0.00019168 0.000180621 0.000180946 0.000226264 0.000197697 0.00015403 0.000194532 0.000139678 0.000174087 0.000323322 0.00020764 0.00013457 0.000151213 0.00010312 6.3454e-05 3.76265e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 0.18078000000000002 -0.018084999999999997 -0.082094999999999987 0.12649500000000002 -0.23071499999999998 -0.083329999999999987 1.0000000180025095e-35 0.089910000000000004 -0.13131999999999996 -0.04682999999999999 -0.024209999999999999 0.097345000000000015 0.085195000000000007 -0.13309499999999996 -0.10071499999999999
decision_type=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 15 -8 14 12 -11 -12 13 16 -9 -5 -10
right_child=-2 2 -4 5 -6 -7 7 8 9 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00068217677617326753 -0.00091000056539154001 -2.8228987283845523e-05 -0.00064391416278117264 -3.4877029803997654e-05 0.0011119619984755746 -0.0006420949081615714 0.00078405315298645439 -0.00059642818558029481 -0.00028908185369676557 -0.00025327571409409979 0.00031268205605560623 0.0013204024260712228 0.00039644634152488905 0.0002688486897526894 0.00013870718127332194 -0.00067612570238717281 -0.00078281373226510732
leaf_weight=0.001148670407575803 0.0010632124223390734 0.0010434479411019848 0.0010719277848232405 0.00101797660694114 0.001261632959103259 0.0012385321899646478 0.0015564231272353702 0.0014236446743401739 0.001003339252000076 0.0012978690168881438 0.0012646645055966882 0.0014291767434273239 0.0016815362226693387 0.0012202530900586456 0.00111771817262533 0.001007539336567006 0.001022802844564661
leaf_count=906 138 187 224 107 169 85 159 453 95 79 94 116 239 73 494 124 168
internal_value=0 3.7087e-05 7.91145e-05 0.000120813 0.000595828 5.3562e-05 0.000110838 0.000183143 0.000101538 0.000208282 0.000489466 0.000847313 -1.94826e-05 -0.000234921 -0.000273108 -0.000353849 -0.000538319
internal_weight=0 0.0208072 0.0196585 0.0185866 0.00230508 0.0162815 0.0150429 0.0130174 0.011461 0.00891964 0.00399171 0.00269384 0.00492793 0.0032464 0.00254136 0.00202552 0.00202614
internal_count=3910 3772 2866 2642 356 2286 2201 1970 1811 864 289 210 575 336 947 231 263
is_linear=0
shrinkage=0.00181146


Tree=2819
num_leaves=18
num_cat=0
split_feature=14 403 52 157 160 483 50 403 3 2 3 150 2 15 12 47 13
split_gain=0.000243868 0.000202888 0.000209789 0.000187014 0.000172143 0.000222412 0.000184667 0.000151364 0.000229129 0.000254008 0.000222474 0.000202335 0.000225183 0.000127666 0.000126226 5.81243e-05 4.9715e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 -0.40083499999999994 -0.077534999999999979 -1.0000000180025095e-35 0.079055000000000014 0.099355000000000013 0.036225000000000007 0.11265500000000002 0.113945 0.094625000000000015 0.08882000000000001 0.086875000000000022 0.014775000000000002 0.090840000000000018 0.092255000000000018 -0.0101
decision_type=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 10 -10 11 12 13 15 16 -6 -14
right_child=-2 2 3 4 6 -7 -8 -9 9 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.00076791195140682813 -0.00091226247056153044 -0.0007427946057501168 0.00080695883896073648 -0.00078662349020220659 -0.00062392172685611549 0.00028303729049817487 0.00095866701603138506 -0.00059307505679656873 0.00023163310910267286 -0.00094623338703917273 0.0011538962260072506 -0.00056797268703816077 0.0012228594220960295 0.00053393503069923312 0.00014371999496542764 1.671858428220806e-06 0.00064933974117906514
leaf_weight=0.0011017008055087081 0.0010599721928939284 0.0010776843294461351 0.0013927321561564869 0.001743722823685684 0.0010248484222997577 0.0012215532935868256 0.0010043195410925224 0.0010599294890538029 0.0014433267996347776 0.001273575599262923 0.001038889117711328 0.001073407965762628 0.0011524552785744904 0.0010184088169090111 0.0010764945922004804 0.0011815793598671798 0.0010837912729320435
leaf_count=906 138 360 313 429 187 292 129 293 72 107 47 105 144 100 145 56 87
internal_value=0 3.39559e-05 8.07801e-05 0.000130673 7.32285e-05 -0.000345974 0.000165779 0.000101698 0.000166485 -0.000320504 0.000319446 0.000205545 0.000332549 -2.90513e-05 0.000684555 -0.000288906 0.000944905
internal_weight=0 0.0199684 0.0188667 0.017789 0.0163963 0.00296528 0.013431 0.0124267 0.0113668 0.0027169 0.00864987 0.00761099 0.00653758 0.00322484 0.00331274 0.00220643 0.00223625
internal_count=3910 3772 2866 2506 2193 721 1472 1343 1050 179 871 824 719 343 376 243 231
is_linear=0
shrinkage=0.00192234


Tree=2820
num_leaves=13
num_cat=0
split_feature=52 457 376 160 1 52 13 2 4 4 0 12
split_gain=4.11306e-05 6.84251e-05 8.55474e-05 9.22548e-05 0.000111945 0.000176633 0.000107625 0.00018297 9.66971e-05 0.000135762 7.86981e-05 7.16623e-05
threshold=-0.27466499999999994 0.088055000000000008 1.0000000180025095e-35 0.087825000000000014 0.12864500000000004 0.11588000000000002 -0.083514999999999992 0.091525000000000009 -1.0000000180025095e-35 -0.034289999999999994 -0.10783 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 11 -10 -8
right_child=1 -3 -4 -5 -6 -7 8 -9 10 -11 -12 -13
leaf_value=-0.0026617096321637848 -0.001261978558720372 0.0039138393800695285 0.003881149463211375 -0.005318288252407273 0.0051028355828469435 -0.0065042604151444913 -0.0042869463801445641 0.0073675777740551309 -0.0067603806955401947 0.0057509600957494035 -0.00065449830261512577 0.001594871319954698
leaf_weight=0.0014621593369963442 0.0013797483546655002 0.0012596556502714523 0.0013085597923958745 0.0010152678035918071 0.0010126161288437048 0.0012280904640912986 0.0012010506248175568 0.0012972312243368245 0.0011455899437478149 0.0010083818321227058 0.0011521440376229932 0.0010622060319232386
leaf_count=425 520 185 191 272 219 504 273 151 95 195 268 612
internal_value=0 0.00024524 -0.000115482 -0.000570158 -0.000110485 -0.000667678 0.000201537 0.0029198 -0.00110502 0.000716585 -0.00369873 -0.00152645
internal_weight=0 0.0140705 0.0128109 0.0115023 0.0104871 0.00947444 0.00824635 0.00267698 0.00556937 0.00327164 0.00229773 0.00226326
internal_count=3910 3485 3300 3109 2837 2618 2114 671 1443 1080 363 885
is_linear=0
shrinkage=0.0164962


Tree=2821
num_leaves=12
num_cat=0
split_feature=484 15 15 49 52 12 15 0 48 16 16
split_gain=4.4796e-05 5.73106e-05 6.90551e-05 5.54366e-05 7.92464e-05 7.15629e-05 0.000121604 0.000136586 0.000113898 0.00011141 6.94392e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 0.073145000000000016 0.086950000000000013 0.086765000000000023 1.0000000180025095e-35 -0.12329499999999999 0.085575000000000012 -0.088144999999999987 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -7 -6
right_child=1 2 3 -5 10 9 -8 -9 -10 -11 -12
leaf_value=-0.0036353108296249778 0.0042768009932035583 -0.0043761157046907848 0.0085297094127265768 0.00446193581182698 -0.006109982783573587 0.0064859513211067577 -0.0056960416850578332 -0.0025921784382312986 -8.6914302547449145e-05 -0.00027157503668507769 0.00038067280916057321
leaf_weight=0.0011036030052062372 0.0011235462601067005 0.0011831191871402276 0.0010592700503470887 0.001024051012617668 0.0012395131544727643 0.0015704774631289155 0.0012364648147531465 0.0019488403507033295 0.0010584767738614775 0.0018152866770370809 0.0010513451716012549
leaf_count=612 291 245 91 404 718 182 270 348 82 636 31
internal_value=0 0.000249148 -9.40162e-05 0.000328039 -5.75208e-05 0.000752879 -0.000594267 0.000956952 0.00422301 0.00286289 -0.00313122
internal_weight=0 0.0143104 0.0131868 0.0120037 0.0109797 0.00868882 0.00530305 0.00406659 0.00211775 0.00338576 0.00229086
internal_count=3910 3298 3007 2762 2358 1609 791 521 173 818 749
is_linear=0
shrinkage=0.0185774


Tree=2822
num_leaves=16
num_cat=0
split_feature=403 43 42 40 42 160 474 151 4 12 0 16 52 49 160
split_gain=0.000201036 0.000149523 0.000160055 0.000297205 0.000215855 0.000180572 0.000172924 0.000163859 0.00011736 0.000305875 0.000202341 0.000189649 0.00022859 0.000228029 9.28907e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.10770999999999999 -0.012844999999999997 -0.085679999999999992 -1.0000000180025095e-35 0.083840000000000012 -0.083919999999999981 0.074650000000000008 0.095295000000000019 -0.11756999999999999 -0.088504999999999986 0.06136500000000001 -0.045004999999999996 -0.13669999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 14 -7 9 11 -10 -9 13 -13 -6
right_child=1 -3 3 4 5 7 -8 8 10 -11 -12 12 -14 -15 -16
leaf_value=-0.00077405787606201555 -0.00055908844155612978 -0.00064978172374204469 0.00079695030164181877 0.00079029431237823383 -0.00033995399078791139 -0.00061306789424318007 0.00019102280589253616 -0.00031284036347459563 -1.7473082827420815e-05 -0.00084756423770701768 0.0010237765441993712 0.00075884815375757049 0.0010416166863161005 -0.00028457343864190057 -0.0011107818649084677
leaf_weight=0.001095592479824793 0.0012603960424395861 0.0010211473238547234 0.0018394532798186548 0.0011154416174563005 0.0010203461648982974 0.0010264587340591087 0.0010004591838280903 0.0017201005367106729 0.0012563511026655177 0.001099696501726373 0.0011947821438738435 0.0011235981191915507 0.0012735069095063251 0.0017698209986675099 0.0010317098644039013
leaf_count=930 169 244 327 130 271 148 249 156 94 213 122 85 106 352 314
internal_value=0 2.42513e-05 6.30671e-05 0.000110674 2.44004e-05 -3.8803e-05 -0.000426456 7.42782e-05 0.000149034 2.93875e-05 0.000490074 0.000193202 0.000402096 0.000120617 -0.000727502
internal_weight=0 0.0187533 0.0177321 0.0164717 0.0146323 0.0135168 0.00305252 0.0104643 0.00943786 0.00698672 0.00245113 0.00588703 0.00416693 0.00289342 0.00205206
internal_count=3910 2980 2736 2567 2240 2110 834 1276 1128 912 216 699 543 437 585
is_linear=0
shrinkage=0.00181146


Tree=2823
num_leaves=17
num_cat=0
split_feature=128 43 159 40 48 2 42 2 2 3 51 52 151 133 49 4
split_gain=0.000258806 0.000192737 0.000195381 0.000228736 0.000159639 0.000133845 0.00012952 0.000133492 0.000238689 0.000225412 0.00022342 0.000186165 0.000104016 0.000126665 5.55943e-05 7.57123e-05
threshold=0.086435000000000012 0.19761500000000001 -0.11345499999999999 -0.018084999999999997 0.12738500000000003 0.099990000000000009 -0.089024999999999979 0.086650000000000019 0.084065000000000015 -0.075954999999999981 -0.07742499999999998 0.11588000000000002 -0.044604999999999992 0.0035300000000000006 -0.049989999999999993 -0.0037349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5 8 9 -8 -9 12 -12 14 -14 -16
right_child=-2 -3 3 4 -6 -7 7 10 -10 -11 11 -13 13 -15 15 -17
leaf_value=-0.00060357504560421818 -0.00083032977674685985 -0.00067172943890650113 0.00018341319754735944 0.00057136046999046054 -0.00056523827138213305 0.001015307677641755 -0.00039915949466047784 -0.00054128323011102381 -0.00089876890411812703 0.00040201886018675323 -6.8337708113882844e-05 -0.00039017015578322748 0.00028133865456787322 -3.3671153060087428e-05 0.00046583017889491904 0.00099511336532524439
leaf_weight=0.0011230975776849927 0.0010077443613256366 0.0010220799842179688 0.0010092782117321411 0.0013122373754289743 0.0011120625936675435 0.0010753065777864132 0.0018917690460681594 0.0010759927555860074 0.0010039475292896415 0.0018894768666278842 0.0011966521668941273 0.0010188427108836565 0.00105217936134527 0.0010608549667939582 0.00150708206717184 0.0014064840845446694
leaf_count=259 266 191 173 239 82 184 533 335 358 175 189 175 64 307 250 130
internal_value=0 2.20696e-05 5.9919e-05 0.000102229 3.372e-05 0.000612535 7.99257e-05 3.07106e-05 -0.000187626 1.18685e-06 0.000156315 0.00025996 0.000366396 0.000469891 0.000604596 0.000721334
internal_weight=0 0.0197573 0.0187353 0.0176122 0.0155276 0.00208458 0.0144155 0.0131033 0.00478519 0.00378125 0.00831809 0.0072421 0.00622325 0.0050266 0.00396575 0.00291357
internal_count=3910 3644 3453 3194 2837 357 2755 2516 1066 708 1450 1115 940 751 444 380
is_linear=0
shrinkage=0.0016407


Tree=2824
num_leaves=16
num_cat=0
split_feature=403 43 42 40 484 42 3 160 2 1 0 15 47 13 12
split_gain=0.000269347 0.000137832 0.000192487 0.000272849 0.000184208 0.000150746 0.000195566 0.000129799 0.000159207 0.000243432 0.000233164 0.000174105 0.00016506 0.000212404 0.000176343
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.10770999999999999 -0.012844999999999997 -0.0043499999999999988 -0.085679999999999992 -0.15464999999999998 0.10070500000000002 0.10796500000000002 0.11198000000000001 -0.23029999999999998 -0.10192499999999999 0.086165000000000005 -0.074599999999999986 0.088325000000000015
decision_type=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 10 -10 -8 -12 13 14 -13
right_child=1 -3 3 4 5 6 7 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.00082653278758508043 -0.00059599514098974439 -0.00059897960354125866 0.00075843718913631039 -0.00067172941272845496 0.00072040676240168035 0.0007374822238525665 0.00096569925378524421 -0.0006401312764045202 -0.00079333621991728301 0.0001655639097660399 -0.00062355958696011884 -0.00015478132433158854 0.00075028936346279611 -0.00043502856620507394 0.00082843560252659316
leaf_weight=0.0012195467700543893 0.0012747871733884376 0.0010271562011423705 0.0018754951095471114 0.0010652793517641696 0.0011163354834149561 0.0011555542209600372 0.0010118884158907245 0.0010001393113702748 0.001600679967197885 0.0017456131519033719 0.0010222722927741403 0.0010803704447054762 0.0012206709051825193 0.0018802682344908443 0.0012307274515127448
leaf_count=930 169 244 327 480 119 166 55 101 140 164 126 284 122 292 191
internal_value=0 3.40369e-05 6.9606e-05 0.000119502 4.02996e-05 9.42303e-05 4.02442e-05 -2.80779e-05 2.86411e-05 -0.00029312 0.000173239 4.86137e-05 0.00017558 8.20422e-06 0.000368811
internal_weight=0 0.0193072 0.0182801 0.0170053 0.0151298 0.0140645 0.0129482 0.0117926 0.0107925 0.00334629 0.0074462 0.00643431 0.00541204 0.00419137 0.0023111
internal_count=3910 2980 2736 2567 2240 1760 1641 1475 1374 304 1070 1015 889 767 475
is_linear=0
shrinkage=0.00177594


Tree=2825
num_leaves=12
num_cat=0
split_feature=133 42 0 43 160 474 52 4 13 2 15
split_gain=4.5515e-05 7.31056e-05 0.000100975 9.5749e-05 0.000105224 0.000147425 0.000109598 8.38331e-05 0.000196801 0.000157022 0.000122742
threshold=0.10599500000000002 -0.10770999999999999 0.076335000000000014 0.0033500000000000005 -1.0000000180025095e-35 0.084655000000000022 0.06136500000000001 0.0057500000000000008 -0.070604999999999987 0.113945 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -6 10 -9
right_child=-2 2 -4 -5 6 -7 -8 9 -10 -11 -12
leaf_value=-0.0048967193299231165 -0.0041694673656332308 -0.0060418790930444914 0.0055737054093323666 -0.0050320836682174125 0.0036583661364469585 0.0033632340518639768 0.0062580227788400829 0.0013473411235478616 -0.0081326522058325964 -0.0033544660726010167 0.010391391699896545
leaf_weight=0.0010371203101543101 0.0010083010992791444 0.0018412879934721913 0.0014939335271459417 0.0013420178384687545 0.0011069089029588466 0.0010629953155593536 0.0017861668583369558 0.0013510756012321135 0.0011853607009614344 0.0012471111262191904 0.0011014912217925164
leaf_count=213 557 659 191 508 333 236 417 142 369 163 122
internal_value=0 0.000248401 0.000643132 3.05491e-05 0.000666562 -0.00259952 0.00188609 0.00058284 -0.00243891 0.00245508 0.00540918
internal_weight=0 0.0145555 0.0135183 0.0120244 0.0106824 0.00290428 0.00777811 0.00599195 0.00229227 0.00369968 0.00245257
internal_count=3910 3353 3140 2949 2441 895 1546 1129 702 427 264
is_linear=0
shrinkage=0.0201088


Tree=2826
num_leaves=13
num_cat=0
split_feature=1 4 43 39 47 4 1 13 4 16 3 3
split_gain=4.45775e-05 0.000120186 8.31305e-05 0.000105632 0.000121386 0.00011408 0.000152383 0.000126138 8.26003e-05 5.47858e-05 3.25155e-05 2.04913e-05
threshold=0.085835000000000009 -0.083329999999999987 -0.24333999999999997 0.005105000000000001 0.09252500000000001 0.0057500000000000008 0.10723500000000001 -0.0010249999999999997 -0.49837999999999999 -1.0000000180025095e-35 -0.089974999999999986 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 7 -7 -4 -1 -3 -10 -8
right_child=2 9 3 -5 -6 6 11 -9 10 -11 -12 -13
leaf_value=-0.0030305558520843166 -0.0039917046092567722 -0.0059177929102312591 0.0028999830020552679 0.0059857455326709887 -0.0036365222620991298 0.0091593625125375687 0.0028582011651204957 -0.0050433721607812875 0.0010145035237583177 -0.00085109372443640586 0.0053264153435146309 -0.00066397248287809903
leaf_weight=0.0010105875114571616 0.0010284594823022084 0.0016530704174665355 0.0012127207585538521 0.0012464996761626041 0.0016924360269347932 0.00110498307923107 0.0010010214826166527 0.0012381226058376391 0.001142837647816271 0.0010821541372850378 0.0010092377014026569 0.0010240223837739201
leaf_count=75 63 1230 463 350 251 75 124 278 264 414 217 106
internal_value=0 -0.00122606 0.000709662 0.00127718 0.000470228 0.00171563 0.00393036 -0.00111286 0.00109793 -0.00391322 0.00303662 0.00107711
internal_weight=0 0.00589789 0.00954827 0.00851981 0.00727331 0.00558087 0.00313003 0.00245084 0.00316266 0.00273522 0.00215208 0.00202504
internal_count=3910 2200 1710 1647 1297 1046 305 741 556 1644 481 230
is_linear=0
shrinkage=0.0175059


Tree=2827
num_leaves=10
num_cat=0
split_feature=11 3 1 2 0 12 160 13 15
split_gain=4.05134e-05 6.98236e-05 6.77212e-05 8.32814e-05 7.71615e-05 6.75711e-05 0.000122414 0.000116156 0.000161255
threshold=0.08184000000000001 -0.12008499999999998 0.088010000000000019 0.10325000000000002 -0.084074999999999997 -1.0000000180025095e-35 -0.079234999999999986 -0.0024749999999999993 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8 -9
right_child=-2 2 5 -5 -6 6 7 8 -10
leaf_value=0.0032501782257828697 -0.0030813754381361184 -0.0029983306315947921 0.0033339155329083071 -0.0057828246370122778 0.0016575250522374034 -0.005180383715482963 0.0048309168292797623 0.0023976876004232323 -0.0047003636293132516
leaf_weight=0.0017277196161143106 0.0010556714531008435 0.0018125341602996034 0.0019323555219434999 0.0010399087295136461 0.0019144252577149013 0.0010418394968651212 0.0014134135032502562 0.0019284125873475569 0.0014793533587244834
leaf_count=219 224 1047 426 351 729 178 424 117 195
internal_value=0 0.000201814 -0.000217436 -0.00173594 -0.00060676 0.000711126 -0.000153302 0.000933032 -0.000683664
internal_weight=0 0.01429 0.0125622 0.00476687 0.00372696 0.00779537 0.00586302 0.00482118 0.00340777
internal_count=3910 3686 3467 2127 1776 1340 914 736 312
is_linear=0
shrinkage=0.0161728


Tree=2828
num_leaves=14
num_cat=0
split_feature=14 124 4 157 14 48 2 1 2 3 12 151 0
split_gain=0.000177649 0.000120544 0.000160654 0.000153728 0.00017574 0.000155849 0.000245342 0.000257728 0.000261164 0.000190664 0.000239562 0.000141622 0.000103828
threshold=0.020750000000000005 0.0049200000000000008 -0.49837999999999999 -0.073574999999999988 -0.13131999999999996 0.12738500000000003 0.086875000000000022 0.10617500000000001 0.10869000000000002 -0.074234999999999982 0.097345000000000015 -0.044604999999999992 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 9 8 11 10 -6 -8 -13
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.00063390203698531888 -0.00074205718825226942 0.00063919576249490007 0.00058733204858006172 -0.00066247084333738427 -0.00033617029235421587 -0.00062907853834992739 -0.00021850644664249248 0.0010521121582077952 -0.00058960441771789226 -0.00063179017834719261 0.00065089614163527868 0.00026086743549533778 0.00090059662087694679
leaf_weight=0.0012408608215178146 0.0010344590986923743 0.001005745111255593 0.0015373345482464452 0.0012567447307706711 0.0019290413793907075 0.0010340400325097665 0.0010495419797665051 0.0013075910576727731 0.0012016009528576458 0.0019972788014890079 0.0013869220221811585 0.0018852887677112339 0.0014907770683566253
leaf_count=173 153 90 438 116 910 100 162 228 264 322 96 739 119
internal_value=0 2.95199e-05 -5.88912e-06 4.25849e-05 -1.50166e-05 4.62452e-05 0.000103259 0.000327671 0.000159333 -0.00018964 7.66763e-05 0.000362677 0.000543354
internal_weight=0 0.0183228 0.017317 0.0160762 0.0145388 0.0132821 0.012248 0.0069348 0.00562721 0.00531324 0.00331596 0.00442561 0.00337607
internal_count=3910 3757 3667 3494 3056 2940 2840 1512 1284 1328 1006 1020 858
is_linear=0
shrinkage=0.00181146


Tree=2829
num_leaves=13
num_cat=0
split_feature=158 41 159 16 42 15 3 42 4 16 16 13
split_gain=4.33832e-05 6.24258e-05 6.78292e-05 6.44524e-05 7.81904e-05 8.39624e-05 8.97063e-05 0.000102096 7.64179e-05 0.000129599 9.2199e-05 6.66267e-05
threshold=0.085745000000000002 1.0000000180025095e-35 0.088320000000000023 0.41476000000000007 0.091955000000000023 -0.11739999999999999 -0.015794999999999997 -1.0000000180025095e-35 0.0057500000000000008 -0.035699999999999989 -0.091624999999999984 -0.076679999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -8 -10 -9
right_child=-2 -3 -4 -5 -6 6 8 11 10 -11 -12 -13
leaf_value=-0.0035230332208570983 -0.0031879964184713763 -0.003552312562554704 0.004260367631931476 0.0032664955045755631 -0.0041105332276998629 -0.00082017645166066226 0.0017914279365623155 0.0022661003645298053 -0.0018054708716358722 -0.0056164664655792163 0.0049274264962718825 0.0076506484687194933
leaf_weight=0.0013105278977065789 0.0010166201052369409 0.0010332759133179362 0.0011021672696375088 0.0014697824056023713 0.0011876063449036802 0.0013676810266016184 0.0010036867793852822 0.0013157128935383259 0.0010235230374805934 0.0014535508220810192 0.00102174590283588 0.0010299753448782065
leaf_count=295 410 194 268 237 574 741 82 687 86 154 38 144
internal_value=0 0.000201691 0.000493647 0.000152903 -0.00027423 0.000204022 0.00079853 0.00262289 -0.000706085 -0.00259063 0.00155805 0.00463042
internal_weight=0 0.0143192 0.013286 0.0121838 0.010714 0.0095264 0.00821588 0.00371337 0.00450251 0.00245724 0.00204527 0.00234569
internal_count=3910 3500 3306 3038 2801 2227 1932 1572 360 236 124 831
is_linear=0
shrinkage=0.0158556


Tree=2830
num_leaves=12
num_cat=0
split_feature=4 3 151 0 1375 15 4 0 0 16 3
split_gain=4.5971e-05 6.16347e-05 5.66633e-05 6.16285e-05 0.000118781 0.000119971 0.000103876 7.65825e-05 0.00010979 6.58642e-05 7.57647e-05
threshold=0.27608500000000008 0.11265500000000002 -0.088294999999999985 -0.089879999999999974 -0.012944999999999998 -0.0058549999999999991 0.05309500000000001 -0.082994999999999985 -0.070894999999999986 0.15100500000000003 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -5 -9 -10 -11
right_child=1 -3 3 7 5 -7 -8 8 9 10 -12
leaf_value=0.0040634831067875646 0.0062669416255273338 -0.00054568927210255135 0.0034587468698839374 0.0050271823548396592 -0.011376534687301727 -0.000122619324716227 -0.0028638006656411669 -0.0065918419913783728 0.0041710005899957808 0.0028555275264067941 -0.0034373402550305493
leaf_weight=0.0010257628425731349 0.0010247640357221822 0.0011281686609207354 0.0010623555112936629 0.0011870015887900497 0.0011519409019828961 0.0017535435874090014 0.0011666650028281031 0.0010129207073720191 0.0015083368027790545 0.0012894364857128104 0.0019340526492532019
leaf_count=253 290 151 68 670 348 256 194 864 376 249 191
internal_value=0 0.00269702 -0.000473805 -0.000859524 -0.00252932 -0.0040915 -0.00709314 0.00037733 -0.00058344 0.000702752 -0.000920113
internal_weight=0 0.00215293 0.013092 0.0120663 0.00513451 0.00407215 0.00231861 0.00693175 0.00574475 0.00473183 0.00322349
internal_count=3910 441 3469 3216 866 798 542 2350 1680 816 440
is_linear=0
shrinkage=0.0201088


Tree=2831
num_leaves=17
num_cat=0
split_feature=14 128 124 50 48 15 159 15 0 2 13 52 0 4 16 2
split_gain=0.000357845 0.000233454 0.000184214 0.000157673 0.000264619 0.000321622 0.000190212 0.000203059 0.000217123 0.000230392 0.000168778 0.000149871 0.000189753 0.000162036 7.88702e-05 6.51382e-05
threshold=0.073890000000000011 0.086435000000000012 -0.048219999999999992 0.10625000000000001 0.11930500000000001 -0.16430499999999995 0.09141500000000001 -0.095799999999999982 -0.19631499999999999 0.094400000000000026 -0.091849999999999987 -0.11271999999999999 -0.077944999999999987 -0.078484999999999985 -0.088144999999999987 0.085805000000000006
decision_type=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 15 -9 11 -11 -10 13 -13 -15 -7
right_child=-2 -3 3 -5 -6 6 -8 8 9 10 -12 12 -14 14 -16 -17
leaf_value=0.00065320862363289366 -0.0011245932481581404 -0.00085026441905931491 0.00088898016884413761 -0.00065670873399107982 -0.00078315085402724588 -8.0585799374877735e-05 -0.00071315337106429334 0.00092301943649588704 -0.00025613898555314229 0.00018630569680259262 -0.00066609176364771923 -0.0003051929230711399 0.0010352375617948819 0.00091437037583515452 0.00017672986577794519 -0.00072561493195389206
leaf_weight=0.0017748080244143786 0.0010011381501207747 0.0010210936315918516 0.0017538596601205441 0.0011551643727923068 0.0012195118245383078 0.001056842615460356 0.0011168582739523045 0.0013127920520441512 0.0012548421852432903 0.0014709234239200716 0.0018790946558319369 0.0012670836626592456 0.0014854836038661256 0.0010460742132032512 0.0010138370081756139 0.0011735821836819094
leaf_count=295 135 258 252 359 101 77 273 80 149 78 481 556 207 112 355 142
internal_value=0 2.87061e-05 7.36248e-05 1.71241e-05 6.27752e-05 0.000127938 3.31227e-05 9.7432e-05 0.000204984 0.000104889 -0.000291822 0.000323929 0.000475181 0.000225119 0.000551322 -0.000419981
internal_weight=0 0.0210019 0.0199808 0.0182059 0.0170508 0.0158313 0.0140774 0.0129606 0.0107301 0.00941734 0.00335002 0.00606732 0.00481248 0.00332699 0.00205991 0.00223042
internal_count=3910 3775 3517 3222 2863 2762 2510 2237 2018 1938 559 1379 1230 1023 467 219
is_linear=0
shrinkage=0.00188464


Tree=2832
num_leaves=16
num_cat=0
split_feature=14 403 403 11 3 124 159 457 52 12 0 52 2 4 13
split_gain=0.000289498 0.000182553 0.000174863 0.00016974 0.000233392 0.000147335 0.000168014 0.000105692 0.000113947 9.95546e-05 9.68035e-05 0.000143125 0.000211285 0.000292038 0.000167903
threshold=0.064610000000000015 -1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 -0.14218999999999996 -0.048219999999999992 0.096890000000000018 -0.067474999999999993 -0.27466499999999994 0.10214500000000001 -0.23129999999999998 0.10218500000000001 0.089910000000000004 -0.021164999999999996 -0.073799999999999991
decision_type=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 10 -10 12 13 -12 -14
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 11 -13 14 -15 -16
leaf_value=-0.00071232396264990028 -0.00098526637118532883 0.0010295026695760993 -0.00065762892888446311 -0.00060588799130511769 0.00063445703252157609 -0.00046074301206496345 -0.00066215051008166736 -0.0003643968473191942 -0.00021837631301107615 -0.00023017318311169979 0.00080573463615646746 -0.00012708320918406856 0.0013575653635473108 -0.00034394992103467612 0.00044995228391391467
leaf_weight=0.001061694677770098 0.0010057158608515601 0.001007737028161519 0.0010436077887783285 0.0010274988882135174 0.0016302844711939693 0.0010240568163938325 0.0010534443416655636 0.001255880346402464 0.0010647179650027363 0.0013970280294441648 0.0013700187511463402 0.001521541732597542 0.0013119759762853719 0.0016783454996595702 0.0014817425232726555
leaf_count=906 138 121 336 136 265 235 287 233 79 160 151 300 134 287 142
internal_value=0 3.20485e-05 7.62785e-05 0.000121803 0.000169135 0.000110509 4.55953e-05 0.000107186 0.00015967 0.000226656 0.000302377 0.000377674 0.000509135 0.00017275 0.000876182
internal_weight=0 0.0189296 0.0178679 0.0168243 0.0157968 0.014789 0.0131588 0.0121053 0.0110813 0.00982537 0.00842834 0.00736362 0.00584208 0.00304836 0.00279372
internal_count=3910 3772 2866 2530 2394 2273 2008 1721 1486 1253 1093 1014 714 438 276
is_linear=0
shrinkage=0.00184769


Tree=2833
num_leaves=10
num_cat=0
split_feature=2 52 133 4 52 49 4 52 133
split_gain=4.49639e-05 8.70342e-05 0.000103318 0.00012336 7.72191e-05 0.000130775 6.9577e-05 0.000123919 0.000157734
threshold=0.10946500000000002 0.10599500000000002 -0.0023199999999999996 0.074650000000000008 1.0000000180025095e-35 -0.045004999999999996 -1.0000000180025095e-35 -0.087094999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -2 7 -4 -9
right_child=4 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.0040416756611778067 0.0047783962529619429 -0.0050493147289979471 -0.003483490776435678 0.0045167626994989099 0.004525223561913109 -0.0029524095725617858 -0.0037360829190870967 0.0058407606530487093 -0.0026546762504626176
leaf_weight=0.0016675029161511761 0.0010311424527634887 0.0012186085533675726 0.0014964880932472726 0.0019954429986084477 0.0016022977025078287 0.001917661540082125 0.0015265195740610639 0.0018261685240502934 0.0010576783872305341
leaf_count=827 124 548 477 215 250 393 263 222 591
internal_value=0 -0.00064305 -8.1961e-05 0.000753598 0.00143179 -0.000249089 -0.000517667 0.00060393 0.00272498
internal_weight=0 0.0107884 0.0095698 0.0079023 0.0045511 0.0029488 0.00590685 0.00438034 0.00288385
internal_count=3910 3143 2595 1768 767 517 1553 1290 813
is_linear=0
shrinkage=0.0175059


Tree=2834
num_leaves=12
num_cat=0
split_feature=15 15 43 131 42 16 16 52 15 49 13
split_gain=4.16528e-05 5.2087e-05 5.92677e-05 8.8934e-05 9.26495e-05 0.000101813 0.000125156 0.00019966 9.73904e-05 8.72046e-05 6.02951e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.17307499999999998 0.088815000000000019 0.088465000000000002 -0.19424999999999998 0.15100500000000003 1.0000000180025095e-35 -0.0039399999999999991 -0.047309999999999998 0.25430000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 5 -4 7 8 9 -7 -3
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0029118409588316527 -0.0039436815291631327 0.00575493044329526 -0.0039325400647039427 -0.0056361786312152671 -0.0052184370785840952 0.0024580474015598302 -0.0025964501746914763 0.0085211054736176583 0.0046862571669258422 -0.0045191381947639747 -0.0003700294620623488
leaf_weight=0.0014492504985743346 0.0012097764050073246 0.0010972324172209063 0.0013617232717152046 0.001028847288354077 0.0010068556380160463 0.0010501135232320272 0.0018277556071650079 0.0015118292252952574 0.0013031237204629989 0.0013687511161845399 0.0010370483759886348
leaf_count=317 297 134 168 454 748 175 312 549 319 338 99
internal_value=0 -0.000333913 1.28603e-05 -0.000551564 3.17726e-06 0.000627329 0.00150663 0.00293951 0.000672336 -0.0014901 0.00277881
internal_weight=0 0.0138031 0.0125933 0.010459 0.00943015 0.0084233 0.00706157 0.00523382 0.00372199 0.00241886 0.00213428
internal_count=3910 3593 3296 3063 2609 1861 1693 1381 832 513 233
is_linear=0
shrinkage=0.0182132


Tree=2835
num_leaves=11
num_cat=0
split_feature=1 0 43 39 16 51 0 2 15 16
split_gain=4.14295e-05 0.000114518 7.55947e-05 9.68513e-05 0.00011509 0.000162805 9.71289e-05 0.000126492 6.422e-05 0.000159558
threshold=0.085110000000000005 -0.084074999999999997 -0.24333999999999997 0.005105000000000001 -0.055679999999999993 -0.024374999999999997 -0.22851499999999997 0.11125500000000001 0.041585000000000004 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 -4 -8 9 -3
right_child=2 8 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0059621576582769035 -0.0044557706383403159 -0.0063979196376557608 -0.0013563558420972264 0.0067666763987592809 0.0011164178632559264 -0.0091528102803368847 0.0016215376893069155 0.010575656116425853 0.0044685107911841193 0.0035837389032393231
leaf_weight=0.0016521034522468236 0.0010325534293927014 0.0013094364688987494 0.0017144951411169913 0.0012217333803543583 0.0017100821224217688 0.0010471995684677759 0.001868150487187979 0.0010294866338982269 0.0011837275073541959 0.0013877498683293153
leaf_count=1116 64 255 113 350 341 294 427 156 579 215
internal_value=0 -0.00143953 0.000787837 0.00141806 0.000531339 -0.00278378 0.00251322 0.0048028 0.000485752 -0.00126218
internal_weight=0 0.00553302 0.0096237 0.00859115 0.00736941 0.00275728 0.00461213 0.00289764 0.00388091 0.00269719
internal_count=3910 2165 1745 1681 1331 635 696 583 1049 470
is_linear=0
shrinkage=0.020511


Tree=2836
num_leaves=16
num_cat=0
split_feature=14 403 403 11 124 3 4 4 457 160 160 3 42 1 2
split_gain=0.000211438 0.000140417 0.000152894 0.000133127 0.000137296 0.000162391 0.000128313 0.000208211 0.000118857 0.000172343 0.000205584 0.000228308 0.000159842 0.000111486 8.38033e-05
threshold=0.054835000000000009 -1.0000000180025095e-35 0.088015000000000024 0.08765000000000002 -0.048219999999999992 -0.13927999999999999 -0.34687499999999999 -0.083329999999999987 -0.0034949999999999994 0.093550000000000008 0.031805000000000007 -0.078669999999999976 0.091485000000000025 0.11198000000000001 0.088405000000000025
decision_type=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 -10 13 14 -13
right_child=-2 2 -4 -5 5 6 7 8 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00063622530622802994 -0.00084423628612489499 0.00066765928813872547 -0.00062081113485179973 -0.00053822764154585426 0.00079824240469239722 -0.00045940878054558429 0.00084251084445341852 -0.00053820372899574876 -0.00066916444460515324 -0.00056885908290637112 0.00091064812415391101 0.00012209334742623666 0.00084720731777058783 0.00038820793653287952 -0.00058919510601657913
leaf_weight=0.0010382896746089143 0.00101035225575622 0.0015707974763705815 0.0010483329892670623 0.0010231501258317613 0.0010259420250192967 0.0015760208115302458 0.0011664495590676871 0.0011610335796576809 0.001185243338188177 0.0011731307111827322 0.0011532172394654594 0.001190316502797324 0.0011216090559764257 0.0019319348995710285 0.0010772931287876542
leaf_count=906 147 269 336 135 122 134 92 270 492 202 92 114 293 141 165
internal_value=0 2.38566e-05 6.32348e-05 0.000107078 0.000150139 9.10694e-05 3.41046e-05 0.000103797 1.75765e-05 9.06319e-05 0.000191638 6.41982e-05 0.000227549 6.20511e-05 -0.000215825
internal_weight=0 0.0184428 0.0174045 0.0163561 0.015333 0.0137622 0.0127362 0.0111602 0.00999378 0.00883274 0.00765961 0.0065064 0.00532115 0.00419954 0.00226761
internal_count=3910 3763 2857 2521 2386 2117 1995 1861 1769 1499 1297 1205 713 420 279
is_linear=0
shrinkage=0.00184769


Tree=2837
num_leaves=16
num_cat=0
split_feature=403 403 403 160 474 483 42 151 3 12 52 12 2 15 2
split_gain=0.000149453 0.000154932 0.000195427 0.000131452 0.000323323 0.000324624 0.000109398 0.000152911 0.000148386 0.000114573 0.000158336 0.000153508 8.22696e-05 0.000112598 3.65083e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.10770999999999999 -0.083919999999999981 -0.01223 0.092365000000000017 0.048490000000000012 0.10297500000000001 0.089910000000000004 -0.073314999999999991 0.113945
decision_type=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 10 -9 -11 -10 -14 -15
right_child=1 -3 -4 6 -6 -7 7 8 12 11 -12 -13 13 14 -16
leaf_value=-0.00063544332481812939 -0.0011617469559269487 -0.00060480873427645244 0.00081251794699229796 -0.0004244040158433528 0.00051383709266274787 8.7013296551518817e-05 -0.00045304616396871152 0.00030851029348787052 -0.00036032252053062863 -0.00026795603746237741 0.0011656399753627858 0.00065080088901301033 0.00048999624201041142 9.5015465140649912e-05 -0.00034193392802475746
leaf_weight=0.0011026705793359187 0.0014299271783680813 0.0011125558904604592 0.0010001592101652702 0.0010799131450463786 0.001111941751275717 0.001129604274313085 0.0011265192413883419 0.0014799256203474479 0.0012934157831257752 0.0012094089496931526 0.0011697675607862529 0.0010131200665732323 0.0016703942643333724 0.0012876284734795185 0.001054323584773087
leaf_count=930 429 343 169 99 247 271 212 327 132 230 101 125 147 85 63
internal_value=0 2.47218e-05 6.57857e-05 1.92699e-05 -0.000270073 -0.000610629 0.000105048 0.000155627 0.000222996 0.000442379 0.00068691 0.000150851 2.1538e-05 0.000144634 -0.000101695
internal_weight=0 0.0181686 0.017056 0.0160559 0.00367147 0.00255953 0.0123844 0.0113045 0.010178 0.00487222 0.00264969 0.00222253 0.00530576 0.00401235 0.00234195
internal_count=3910 2980 2637 2468 947 700 1521 1422 1210 783 428 355 427 295 148
is_linear=0
shrinkage=0.00174112


Tree=2838
num_leaves=11
num_cat=0
split_feature=484 15 42 0 1 16 47 48 160 0
split_gain=4.34078e-05 4.44304e-05 0.000128784 0.000159988 7.63972e-05 0.000122083 0.000103464 9.60551e-05 0.000164196 6.01516e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.083674999999999986 1.0000000180025095e-35 0.20277000000000003 0.087850000000000025 0.086285000000000014 -0.080184999999999992 -0.074249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 -6 -8
right_child=1 2 -4 -5 6 -7 9 -9 -10 -11
leaf_value=-0.0035396248452443106 -0.0047995015960891497 -0.0092345281173854335 0.003044262113401927 0.00024496024396138778 0.00067864832979649861 0.0026136773299808807 -0.0028486852378886963 -0.0001532188669712131 0.0093936518498491384 0.0024311661253926739
leaf_weight=0.0010830638313395939 0.0017033014744934809 0.0010692995415176945 0.001346790691610162 0.0013192129597632872 0.0012816620287165927 0.0012988437115039591 0.0018065634034227802 0.0014728980311068483 0.0016281160451632774 0.0011854566829888613
leaf_count=612 584 272 620 461 182 194 186 186 509 104
internal_value=0 0.000243918 -0.00145941 -0.00399886 0.000857057 -0.00159227 0.00185415 0.00363661 0.00555498 -0.000756776
internal_weight=0 0.0141121 0.0037353 0.00238851 0.0103768 0.00300215 0.0073747 0.00438268 0.00290978 0.00299202
internal_count=3910 3298 1353 733 1945 778 1167 877 691 290
is_linear=0
shrinkage=0.0182132


Tree=2839
num_leaves=11
num_cat=0
split_feature=11 48 43 51 42 4 0 13 52 16
split_gain=4.48155e-05 5.46331e-05 0.00012779 6.851e-05 6.62608e-05 0.000157667 8.56131e-05 0.000155904 9.08106e-05 6.91602e-05
threshold=0.079700000000000007 0.016865000000000002 -0.044024999999999988 0.083165000000000017 0.084100000000000022 0.08734500000000002 -0.017269999999999997 0.0024700000000000004 0.048490000000000012 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 8 9 -1
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0041668205724771862 -0.0029235134081724494 0.0061578183417297814 -0.0027917197231911821 0.0020085279662678899 -0.005428114181669638 0.0024571720753867122 0.003301572820162068 -0.0060804554763614158 0.0041602951395529721 0.0011183908508702466
leaf_weight=0.0010183974959409197 0.0012278133462165835 0.0011838639140088333 0.0012715989513556649 0.0018134587846796515 0.0017244859646250933 0.0010113604689615785 0.0018674664879090447 0.0010583156656431992 0.0013225979390576667 0.0016009267771977024
leaf_count=285 254 333 218 168 1215 219 182 384 371 281
internal_value=0 0.000236926 0.00172935 2.99621e-05 -0.000426478 -0.00251316 0.000404781 -0.0006771 0.000773577 -0.000936508
internal_weight=0 0.0138725 0.00426892 0.00308506 0.00960355 0.00273585 0.0068677 0.00500024 0.00394192 0.00261932
internal_count=3910 3656 719 386 2937 1434 1503 1321 937 566
is_linear=0
shrinkage=0.0158556


Tree=2840
num_leaves=16
num_cat=0
split_feature=403 403 11 484 1374 457 16 150 160 15 16 52 52 4 16
split_gain=0.000200295 0.000130926 0.000125378 0.00017822 0.000119669 0.000124611 0.00019329 0.000143962 0.000145978 0.000136094 0.000116594 0.000175228 0.000203327 0.000101521 7.79311e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 0.091130000000000017 -0.049459999999999997 -0.067474999999999993 -0.50763499999999995 0.084800000000000014 0.041025000000000006 -0.14097499999999996 -0.055679999999999993 0.091210000000000013 -0.060039999999999989 -0.0025899999999999994 -0.089864999999999987
decision_type=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 -8 14 12 13 -12 -11
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.00073723699305980989 -0.00042232007073274806 -0.00058485788824753752 -0.00054167935486251469 -0.00060814491272835581 -0.00038688947045232934 0.00094981739466168337 -0.00043140412402602857 0.00071777215252454409 -0.00045510156687735476 0.00030953479970814159 -0.00021171820188195897 0.00052744550869843112 -0.00080701123983914643 0.00055965898115979858 0.00089418853153725082
leaf_weight=0.001156215988888174 0.0010692593345011945 0.0010456500100008313 0.0010185882033497537 0.0010453681602915202 0.0010743129719023 0.0011136816732624554 0.0010088544071466332 0.0013655404296004344 0.0012883148868433692 0.0018583611712012487 0.0011413045507223376 0.0018664370330099024 0.0010298372173617367 0.0010181977912408881 0.0011729161603186676
leaf_count=930 75 343 156 241 251 164 193 154 318 228 252 166 170 79 190
internal_value=0 2.51565e-05 6.25218e-05 0.000100861 0.000150249 0.000194175 0.000242703 0.000175681 0.000104395 0.00018364 0.000260366 9.52499e-05 -0.000157676 0.000151983 0.00053576
internal_weight=0 0.0181166 0.017071 0.0160524 0.015007 0.0139378 0.0128634 0.0117498 0.0103842 0.00909591 0.00808705 0.00505578 0.00318934 0.0021595 0.00303128
internal_count=3910 2980 2637 2481 2240 2165 1914 1750 1596 1278 1085 667 501 331 418
is_linear=0
shrinkage=0.00177594


Tree=2841
num_leaves=12
num_cat=0
split_feature=1 52 52 16 2 16 2 3 0 2 16
split_gain=3.97218e-05 0.000161457 9.8467e-05 0.000109774 7.46689e-05 7.58896e-05 6.04676e-05 5.93507e-05 5.49971e-05 7.37131e-05 3.33814e-05
threshold=0.10828500000000001 0.11401500000000002 0.091210000000000013 0.10994000000000002 0.089910000000000004 -0.088504999999999986 0.092865000000000017 -0.078884999999999997 -0.042499999999999989 0.11542500000000001 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -7 9 10 -2
right_child=8 -3 -4 -5 6 7 -8 -9 -10 -11 -12
leaf_value=-0.0044715389974064176 0.00029734573831611801 -0.0065463132154572872 0.0044048077354682256 -0.004881740620869577 0.0054033118232483853 -0.0023174164546919634 0.00047547722579564192 0.0028279796702831272 0.0045290839230734872 0.0026857923215540388 -0.003659168606196344
leaf_weight=0.0012495298949730645 0.0011190032252549843 0.0010714961712012866 0.0012014856456867423 0.0012880772341358768 0.0010226423370995347 0.0010871992336648189 0.0017935928864409407 0.0012727963232369325 0.0010053539577256502 0.0018587646639180036 0.0011120584539147937
leaf_count=350 116 501 247 472 170 849 379 204 203 281 138
internal_value=0 -0.00061471 9.81848e-05 -0.000572603 0.000291187 -0.00124874 0.00226489 0.000457606 0.00114012 0.000307049 -0.00167475
internal_weight=0 0.00998682 0.00891532 0.00771384 0.00642576 0.00360953 0.00281624 0.00236 0.00509518 0.00408983 0.00223106
internal_count=3910 3172 2671 2424 1952 1403 549 1053 738 535 254
is_linear=0
shrinkage=0.0161728


Tree=2842
num_leaves=12
num_cat=0
split_feature=11 3 1 16 13 0 4 15 3 52 0
split_gain=3.73737e-05 5.70394e-05 6.52728e-05 9.45006e-05 8.90005e-05 8.71427e-05 0.000156472 7.85306e-05 0.000135477 6.17744e-05 8.35755e-05
threshold=0.08184000000000001 -0.12008499999999998 0.094695000000000015 -0.43346499999999993 -0.080649999999999986 -0.099864999999999995 0.056740000000000006 -0.0058549999999999991 0.084925000000000014 0.086950000000000013 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 8 -3 10 -9
right_child=-2 2 3 4 5 -7 -8 9 -10 -11 -12
leaf_value=0.0036735113508563322 -0.003619061155661503 -0.0092253830184835968 -0.0042611510872814611 0.0074526349774098853 0.0090441587019058564 -0.0020929948368907424 -0.0015765390825974918 0.0046665230450113355 0.00018262035964547156 -0.0036327151093087547 -0.0025123151661443914
leaf_weight=0.0016613879715820295 0.0010457998908433028 0.0011731289012085816 0.0010162700662645369 0.0010449037975852667 0.0010727675219811129 0.0018890014681633774 0.0010838537673831992 0.0015756617113294538 0.0012069401207059904 0.0011817798943719645 0.0010505199692274921
leaf_count=219 224 1064 210 209 83 411 54 330 81 590 435
internal_value=0 0.000244924 -0.000218378 0.0012276 0.00232337 0.000998578 0.00370651 -0.00164537 -0.00445456 0.000110441 0.00179486
internal_weight=0 0.0139562 0.0122948 0.0061068 0.00509053 0.00404562 0.00215662 0.00618803 0.00238007 0.00380796 0.00262618
internal_count=3910 3686 3467 967 757 548 137 2500 1145 1355 765
is_linear=0
shrinkage=0.0197145


Tree=2843
num_leaves=12
num_cat=0
split_feature=4 1 16 2 40 42 15 43 4 16 16
split_gain=4.02289e-05 0.000117972 6.45619e-05 0.000110783 0.000150574 9.93529e-05 0.00013471 9.56279e-05 0.000134125 8.44015e-05 5.18719e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 -1.0000000180025095e-35 -0.089024999999999979 0.079360000000000014 -0.079109999999999986 -1.0000000180025095e-35 0.032820000000000009 0.070590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -7 9 -9 -5
right_child=1 -3 3 10 5 6 -8 8 -10 -11 -12
leaf_value=-0.0047721244192361007 -0.0022348552667841143 0.0062184992707678185 -0.0088936798198460502 0.0080462087613966775 0.0061004633801048499 -0.0049353457048357738 -0.0076311704193378843 0.0096455679379549731 -0.0028289279228075671 0.0011602535379753032 0.0011510009382025461
leaf_weight=0.0015337887409718294 0.0015018786750334403 0.0016321576469817006 0.0010321098125026787 0.0010095898984831672 0.0010746914988310971 0.0011582725826261367 0.0011943395180897074 0.0011675746593543606 0.0014892841821294964 0.0010592066608821184 0.0010592219934664228
leaf_count=148 196 353 184 215 339 554 1032 202 300 190 197
internal_value=0 0.00216752 -0.000607308 1.62535e-05 -0.00112238 4.51255e-07 -0.00107979 0.000525469 0.00222757 0.00560938 0.00451589
internal_weight=0 0.00313404 0.0117781 0.0102443 0.00817548 0.00714337 0.00606868 0.00487434 0.00371607 0.00222678 0.00206881
internal_count=3910 549 3361 3213 2801 2617 2278 1246 692 392 412
is_linear=0
shrinkage=0.0217664


Tree=2844
num_leaves=16
num_cat=0
split_feature=14 123 48 12 50 1 48 13 4 13 43 1 16 2 12
split_gain=0.000197421 0.000140473 0.00014893 0.000208729 0.000271797 0.000356919 0.000159747 0.000138183 0.000147949 0.000170541 0.000178831 0.000159579 0.000191144 8.85648e-05 7.54189e-05
threshold=0.020750000000000005 1.0000000180025095e-35 0.12738500000000003 -0.036459999999999992 0.088425000000000017 0.12485500000000001 0.099240000000000009 -0.10023999999999998 -0.23071499999999998 -0.0041499999999999983 -0.086909999999999987 0.09112000000000002 -0.057604999999999996 0.089785000000000018 0.095775000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 14 -9 10 -10 13 -13 -11 -5
right_child=-2 -3 -4 4 -6 -7 -8 8 9 11 -12 12 -14 -15 -16
leaf_value=-0.00077919874869919166 -0.00082858818438530466 0.00058884487010868664 -0.00068361164566383857 0.0008062939635922955 -0.00078634192850626436 0.0011489384702584478 0.0007258213974626332 -0.0007835457337256194 0.00012477675649629819 0.0002248270000319402 -0.00097355011210594378 -0.0006912165275222721 0.00042692405365282889 0.00093311327379350638 8.4257316559065206e-05
leaf_weight=0.0010814568340050479 0.0010290134506535506 0.0015579117030292333 0.0011457306612517306 0.0010311129877579222 0.0011806918670757604 0.00126078288822016 0.0012386614651539946 0.0010680384808567818 0.0010202006833699585 0.0018114504656219672 0.0011831283762130541 0.0012915800318333281 0.0010042614125969629 0.0010195791324876698 0.0011101657692356437
leaf_count=189 153 325 101 103 597 104 141 175 209 253 1180 88 70 192 30
internal_value=0 3.71456e-05 -1.51136e-05 3.49429e-05 9.68613e-05 0.000176836 7.27787e-05 -3.97048e-06 -0.000115115 -1.77225e-05 -0.000464995 0.000174498 -0.000202112 0.000479912 0.000431947
internal_weight=0 0.0180048 0.0164468 0.0153011 0.0142197 0.013039 0.0117782 0.0105395 0.00839824 0.0073302 0.00220333 0.00512687 0.00229584 0.00283103 0.00214128
internal_count=3910 3757 3432 3331 3142 2545 2441 2300 2167 1992 1389 603 158 445 133
is_linear=0
shrinkage=0.00192234


Tree=2845
num_leaves=15
num_cat=0
split_feature=14 124 4 123 12 48 50 2 2 3 160 12 0 2
split_gain=0.000165517 0.000141475 0.000176913 0.000181793 0.000207911 0.000223585 0.000190312 0.00021035 0.000150762 0.00020301 0.000174666 0.00020028 0.000298983 0.000117891
threshold=0.020750000000000005 0.08919500000000001 -0.49837999999999999 1.0000000180025095e-35 -0.0089849999999999982 0.12649500000000002 0.088425000000000017 0.11542500000000001 0.10869000000000002 0.097615000000000021 0.087825000000000014 0.086935000000000012 -0.07773999999999999 0.086915000000000006
decision_type=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 -13 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00069620114495684451 -0.00071993531346114181 0.00068253335476673544 -0.00078229949334686084 0.00076677400350676249 0.00025231858528640383 -0.00071637195343346222 -0.00059456766145868259 0.00089171805996458354 -0.00047135559741640938 0.0008606502626951829 -0.00055486683035756428 -0.00069547045002510605 0.00036698628360432598 0.00097697315511847179
leaf_weight=0.0011545877970323718 0.0010267416287559955 0.0010215607597244747 0.0010706829671333603 0.0010495708570372768 0.0019780554607495863 0.0011579755138103132 0.001131678241253869 0.0012309393159768466 0.001323444125663314 0.0012513482103271101 0.0012201214954384518 0.0015679525325322278 0.0019500454856440058 0.0011738462254603649
leaf_count=173 153 76 192 266 440 102 570 263 142 75 218 732 326 182
internal_value=0 2.75197e-05 -1.12478e-05 3.78554e-05 -1.2958e-05 4.59406e-05 0.000114757 0.000183391 0.000100073 0.000182802 7.5296e-05 0.000190571 -0.000106545 0.000522198
internal_weight=0 0.0182818 0.0172602 0.0161057 0.0150561 0.0139854 0.0128274 0.0116958 0.0104648 0.00914137 0.00789002 0.0066699 0.003518 0.0031519
internal_count=3910 3757 3681 3508 3242 3050 2948 2378 2115 1973 1898 1680 1058 622
is_linear=0
shrinkage=0.00181146


Tree=2846
num_leaves=15
num_cat=0
split_feature=403 403 11 3 12 15 15 4 160 3 4 47 0 13
split_gain=0.00017571 0.000160139 0.000117983 0.000147077 0.000185126 0.000130224 0.000271764 0.000116576 0.000102581 9.96126e-05 0.00016824 0.000241614 7.48777e-05 3.53496e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 -0.015064999999999997 0.080120000000000011 0.083935000000000023 -0.053579999999999996 -0.065054999999999988 -0.081069999999999989 0.12046500000000002 0.0057500000000000008 0.091930000000000012 -0.0046249999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 12 -9 10 -10 -12 -5 -11
right_child=1 -3 -4 7 5 -7 -8 8 9 13 11 -13 -14 -15
leaf_value=-0.00073880964730186206 0.00089438542236624174 -0.00067629100163366367 -0.00054357409643637983 -0.00075497235914060888 0.00037864236322522111 0.00053890686490772239 -0.00072448490014233931 0.00054130576605205107 -0.00047618373674419314 -0.00011905386735414479 0.00091043862558416819 -0.00019369004497528093 -6.8650415993108912e-05 -0.00060988481373954557
leaf_weight=0.0010855414383797056 0.0014901695475529339 0.0010411160274433678 0.0010042050171754002 0.0010941096817069784 0.0018462767440329524 0.0018690935689716307 0.0012987540904531598 0.0013115081036465526 0.0010670502504549059 0.0010033673089025769 0.0014347195320309411 0.001280499840618835 0.0010768062369185261 0.0010003664443727356
leaf_count=930 219 343 156 95 605 408 454 90 121 129 177 43 87 53
internal_value=0 2.68692e-05 7.05048e-05 0.000109602 0.000322588 0.000152652 -7.68988e-05 -3.98654e-05 7.47383e-05 -3.10181e-05 0.00014544 0.000389731 -0.000414547 -0.000364102
internal_weight=0 0.017818 0.0167769 0.0157727 0.00650429 0.00501412 0.00314503 0.00926843 0.00709751 0.005786 0.00378227 0.00271522 0.00217092 0.00200373
internal_count=3910 2980 2637 2481 1686 1467 1059 795 613 523 341 220 182 182
is_linear=0
shrinkage=0.00184769


Tree=2847
num_leaves=12
num_cat=0
split_feature=484 1375 52 52 1 3 12 1 2 43 2
split_gain=4.67797e-05 5.28065e-05 6.13576e-05 9.98014e-05 8.58002e-05 6.78677e-05 0.000115577 0.000165557 0.000223767 5.56704e-05 3.14128e-05
threshold=-0.0043499999999999988 -0.072014999999999982 -0.048794999999999991 -0.27466499999999994 0.095575000000000007 0.090325000000000003 0.091555000000000011 0.094385000000000011 0.085155000000000022 -1.0000000180025095e-35 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -4 -10 -7
right_child=1 2 5 4 -6 10 -8 -9 9 -11 -12
leaf_value=-0.0037537906337411784 -0.0037468461161199356 -0.0020746069054148352 -0.0062449293326648303 0.0016016371855747346 0.0080594375720478371 -0.00095937330896163277 -0.0029793652001671696 0.0085609397336281461 0.00090268710414949133 0.0070592357567072312 -0.0051365969375263935
leaf_weight=0.0010772685167853785 0.0010475686534466436 0.001186812388070042 0.0011552024824465143 0.001689235976053847 0.0012249419831688192 0.0013566918594523159 0.0019729620202088034 0.0011290582851238634 0.0010078972146498498 0.0010197629764580702 0.0011462122760739213
leaf_count=612 124 373 517 292 283 107 728 201 379 167 127
internal_value=0 0.000264306 0.000590323 0.00246665 0.0043161 -0.000285302 0.000744967 0.00244907 0.000281007 0.00399898 -0.00287235
internal_weight=0 0.0139363 0.0128888 0.00410099 0.00291418 0.00878779 0.00628488 0.00431192 0.00318286 0.00202766 0.0025029
internal_count=3910 3298 3174 948 575 2226 1992 1264 1063 546 234
is_linear=0
shrinkage=0.0185774


Tree=2848
num_leaves=11
num_cat=0
split_feature=475 15 0 42 12 47 52 48 15 12
split_gain=4.44181e-05 6.81092e-05 6.94655e-05 0.000106462 0.000105469 8.15281e-05 7.12152e-05 0.000124875 0.000106433 6.13349e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.017269999999999997 -1.0000000180025095e-35 0.082640000000000005 0.09252500000000001 -0.089799999999999977 0.087035000000000015 -0.033649999999999992 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -5 8 -8 -10
right_child=1 2 4 5 -6 -7 7 -9 9 -11
leaf_value=-0.0033300649672341289 0.0050417855251157937 -0.0054223232922776914 0.0072735126481434063 -0.0036900410432594423 -0.00069972786965957887 -0.0038032454252277898 0.0088982556529209524 -0.0026718983710929218 -0.00210286060804209 0.0044858859626401223
leaf_weight=0.0014789396969577774 0.0011408262794561806 0.0017270157301727306 0.0011773705708930222 0.001015923804107444 0.0015593744234503825 0.0017001338385503814 0.0012596163464750464 0.0015299108580491272 0.0010050651551262897 0.001323815424580807
leaf_count=621 267 936 117 249 128 256 235 219 162 720
internal_value=0 0.000341588 -9.44191e-05 -0.000902964 0.00273043 9.32761e-05 0.0011732 0.00213848 0.00418932 0.00164241
internal_weight=0 0.0134391 0.0122982 0.00956148 0.00273674 0.00783447 0.00613433 0.00511841 0.0035885 0.00232888
internal_count=3910 3289 3022 2777 245 1841 1585 1336 1117 882
is_linear=0
shrinkage=0.0201088


Tree=2849
num_leaves=10
num_cat=0
split_feature=43 43 0 3 4 160 49 52 13
split_gain=4.00641e-05 0.000142461 0.000124646 0.000100802 7.17242e-05 0.000113127 8.50293e-05 0.000123936 8.45259e-05
threshold=-0.053009999999999995 -0.079109999999999986 -0.017269999999999997 -0.082139999999999977 -0.34687499999999999 -0.086054999999999979 -0.047309999999999998 -0.074484999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7 -8 -9
right_child=4 -3 -4 -5 5 6 7 8 -10
leaf_value=0.00052583378495862497 -0.0043883155955898989 0.0072294964429484403 0.0042689725579120137 -0.0060105027773740549 0.0054471532613742267 0.0024331348995272496 -0.0073361426427842238 -0.0031812093885073009 0.0020586324788483168
leaf_weight=0.001828381036555313 0.0014445168892809361 0.0010156856217766377 0.0013903890429619601 0.0012781383276019749 0.0010332898472918683 0.0018061563057808925 0.0011149112494465412 0.0019851716141713058 0.0019416139938964027
leaf_count=742 224 454 147 455 232 192 191 995 278
internal_value=0 0.00118957 -0.00017463 -0.00216346 -0.000730588 -6.01708e-05 -0.000891185 -0.0020821 -0.00059035
internal_weight=0 0.00551259 0.00449691 0.00310652 0.00932566 0.00788114 0.00684785 0.0050417 0.00392679
internal_count=3910 1798 1344 1197 2112 1888 1656 1464 1273
is_linear=0
shrinkage=0.017856


Tree=2850
num_leaves=17
num_cat=0
split_feature=403 403 403 160 474 483 42 457 160 52 13 52 49 13 4 4
split_gain=0.000199768 0.000166095 0.000208014 0.000181385 0.000261251 0.000264535 0.000123507 0.000143713 0.000170416 0.00018823 0.000173062 0.000132804 0.00018338 0.000166617 0.000176068 4.87851e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 0.010605000000000002 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.10770999999999999 -0.0034949999999999994 0.099550000000000013 -0.27466499999999994 -0.16277999999999995 0.096170000000000019 -0.047309999999999998 -0.05461499999999999 0.05309500000000001 -1.0000000180025095e-35
decision_type=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 15 12 -12 -14 -15 -11
right_child=1 -3 -4 6 -6 -7 7 8 -10 10 11 -13 13 14 -16 -17
leaf_value=-0.00071885599686729695 -0.0011357311941954747 -0.0006463991113595175 0.00086242249802928128 -0.00045300786879707249 0.00041242024369430696 7.0576683614486006e-06 -0.00043208839622334343 -0.00037430568305517223 -0.00040354445868026341 0.00025487599282871117 0.00093681317937220241 0.0011055855788737049 0.00081159730654346363 -0.00056236639261520545 0.00041304223947848665 -0.00028407708206704694
leaf_weight=0.0011756971168446336 0.0014288963051414367 0.0010587469788823035 0.0010048312701440984 0.0010459662671158726 0.0010885235410379793 0.0011554868782149368 0.0010807400544852628 0.0010676150731934791 0.0011283205202878817 0.0010421719390421025 0.0015977492841038883 0.0011781217853085169 0.0010009641412403987 0.0011204388903841246 0.001218323549976977 0.0010772727706631824
leaf_count=930 429 343 151 101 247 271 154 250 204 43 170 97 167 164 105 84
internal_value=0 3.63567e-05 7.82974e-05 2.97524e-05 -0.000317394 -0.000624786 0.000131287 0.000184376 0.000248247 0.000327303 0.000418262 0.000569823 0.000441986 0.000205257 -5.42501e-05 -1.90634e-05
internal_weight=0 0.0182942 0.0172354 0.0162306 0.00367291 0.00258438 0.0125577 0.0115117 0.010431 0.00930266 0.00823504 0.0061156 0.00493748 0.00333973 0.00233876 0.00211944
internal_count=3910 2980 2637 2486 947 700 1539 1438 1284 1080 830 703 606 436 269 127
is_linear=0
shrinkage=0.00177594


Tree=2851
num_leaves=15
num_cat=0
split_feature=124 50 47 4 12 1 43 16 16 16 2 2 15 1
split_gain=0.000168551 0.000180289 0.000206738 0.000217026 0.000359567 0.000351591 0.000165068 0.000183199 0.000152449 8.49183e-05 0.000148609 0.0001836 9.72668e-05 6.26081e-05
threshold=0.0049200000000000008 0.10625000000000001 0.117025 0.24280000000000004 0.10214500000000001 0.11198000000000001 -0.17307499999999998 0.15737500000000001 0.0015250000000000001 -0.19424999999999998 0.089910000000000004 0.084065000000000015 -0.090344999999999995 0.088675000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 8 9 -8 11 13 -12 -11
right_child=-2 -3 -4 5 -6 -7 7 -9 -10 10 12 -13 -14 -15
leaf_value=0.00056360484672696404 0.00068356348405941428 -0.00072785229162759932 -0.00072488474477228418 -9.059718416673191e-06 -0.00096659986325221001 0.001190205624197352 -0.00039190029636110166 -0.00054285461995885612 0.00052302369612416369 0.00046902215717902802 0.00080208388048667921 -0.00066425158691838003 6.5447688185889377e-05 -0.00014251697415259884
leaf_weight=0.0015620941210938719 0.0010007284415611854 0.0011180601606702442 0.0011391424369653963 0.0019122776109321308 0.0011922554634474789 0.0012099993070732451 0.0016936439356517929 0.0018373492381448435 0.0017418942302560997 0.0010008933957436385 0.0010147471069903435 0.0013793049692733062 0.0011698457442412546 0.0010295271400945633
leaf_count=97 91 410 126 177 307 271 118 408 248 266 130 722 275 264
internal_value=0 -4.95684e-05 -7.16147e-06 4.16678e-05 -5.32351e-05 0.000455701 3.43776e-05 -4.16956e-05 6.02777e-05 -5.03231e-05 5.30872e-05 -0.000174058 0.000407616 0.000158941
internal_weight=0 0.019001 0.017883 0.0167438 0.0136216 0.00312228 0.0124293 0.0108672 0.00902986 0.00728796 0.00559432 0.00340973 0.00218459 0.00203042
internal_count=3910 3819 3409 3283 2835 448 2528 2431 2023 1775 1657 1252 405 530
is_linear=0
shrinkage=0.00174112


Tree=2852
num_leaves=15
num_cat=0
split_feature=14 403 403 123 48 50 12 1 457 16 12 15 48 52
split_gain=0.000201412 0.000161939 0.000160563 0.000125323 0.000180392 0.000155085 0.000222716 0.000208025 0.000170376 0.000289091 0.000206901 0.000201723 0.000170592 0.000276685
threshold=0.020750000000000005 -1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 0.12738500000000003 0.086465000000000014 -0.023959999999999995 0.12263000000000002 -0.0034949999999999994 -0.50388999999999984 0.098595000000000016 -0.095799999999999982 0.085575000000000012 0.0033900000000000002
decision_type=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
right_child=-2 2 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 -15
leaf_value=-0.00066034621428357019 -0.00078098501977842325 -0.00058534817361079346 -0.00061068141899273088 0.00061024844247666412 -0.00063989389775602175 -0.00050487471618731669 -0.00052319099886634682 0.00093379748342278725 0.0010726924830932207 -0.00026983466217385448 -0.00047767104324265082 -0.00026174830595336915 0.00094629197954876083 0.00080315553619518434
leaf_weight=0.001016466807806894 0.0010256125037664812 0.0010981560850368425 0.0010283570799377575 0.0014547203150859214 0.0010655298740613025 0.0011479313486730336 0.0010139624354452833 0.0012557915118683186 0.0011580826312518394 0.0016539773917156652 0.0014727106970581173 0.0017142674713077786 0.0014947915899060082 0.0013963316849629204
leaf_count=906 153 133 334 308 88 408 153 101 86 142 200 531 90 277
internal_value=0 2.81708e-05 6.94489e-05 0.000113365 6.34167e-05 0.000119317 0.000177771 0.000252863 0.000166524 0.000245189 0.000121248 0.000262163 0.000453224 0.000216281
internal_weight=0 0.0179711 0.0169546 0.0159263 0.0144715 0.013406 0.0122581 0.0111599 0.00990412 0.00889016 0.00773208 0.00625937 0.00460539 0.0031106
internal_count=3910 3757 2851 2517 2209 2121 1713 1580 1479 1326 1240 1040 898 808
is_linear=0
shrinkage=0.00177594


Tree=2853
num_leaves=17
num_cat=0
split_feature=124 4 14 123 12 13 48 0 1 2 12 43 403 4 2 2
split_gain=0.00020188 0.000144828 0.000161132 0.000235197 0.000180569 0.000257748 0.000192332 0.000198785 0.000307417 0.000149917 9.06585e-05 0.000134522 0.000129456 0.000143533 0.000189018 4.79794e-05
threshold=0.10143000000000002 -0.49837999999999999 0.020750000000000005 1.0000000180025095e-35 -0.0089849999999999982 -0.26418499999999995 0.12649500000000002 -0.17106499999999999 0.10498500000000001 0.10910500000000002 0.084100000000000022 0.0033500000000000005 0.03138500000000001 0.08734500000000002 0.086875000000000022 0.090545000000000014
decision_type=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 15 10 -9 12 13 14 -12 -7
right_child=-2 2 -4 -5 5 6 -8 9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00065709011753279517 0.00077059417305222044 -0.00073361489688628253 -0.00071609834326889831 0.00083233460624074749 0.00088868031982614146 -0.00026588002849583636 -0.00076627133199582299 0.0003823694782806645 0.0012238566584805478 -0.00060236793533165244 -0.00094671044013800202 -0.00067794296070773966 0.00059643182519477321 0.00027282431457617925 0.00013027858102353669 0.00028768350736830227
leaf_weight=0.0012531281566713548 0.0010064353865160578 0.0011234363478857959 0.0010270979416631678 0.001100829834020013 0.0010408099598607163 0.0010259142865853841 0.0011184677515257884 0.0015655509982506616 0.0010300455087044469 0.0016918014381728658 0.0011350086620206465 0.0011044945085047636 0.0010185208064042925 0.0016372261892193818 0.0010110841086372335 0.0010292167141801034
leaf_count=174 55 203 153 275 89 58 97 287 50 331 737 420 203 118 609 51
internal_value=0 -6.20162e-05 -1.97894e-05 2.32097e-05 -3.41386e-05 2.04012e-05 -4.72049e-05 1.84544e-05 0.000416166 -0.000115445 -5.19467e-06 -0.000107924 2.31893e-05 -0.000131135 -0.000439311 1.13465e-05
internal_weight=0 0.0189126 0.0176595 0.0166324 0.0155316 0.0144081 0.0133673 0.0122489 0.00308518 0.00916369 0.00747189 0.00590633 0.00480184 0.00378332 0.00214609 0.00205513
internal_count=3910 3855 3681 3528 3253 3050 2961 2864 159 2705 2374 2087 1667 1464 1346 109
is_linear=0
shrinkage=0.00181146


Tree=2854
num_leaves=16
num_cat=0
split_feature=14 124 123 12 50 48 2 133 52 13 159 150 43 0 0
split_gain=0.000228146 0.000186802 0.000194843 0.000235004 0.000252767 0.00031667 0.000369975 0.000162565 0.000144418 0.000222687 0.000149215 0.000171438 0.000143064 0.000175727 0.000104635
threshold=0.064610000000000015 0.08919500000000001 1.0000000180025095e-35 -0.0089849999999999982 0.10119500000000002 0.11930500000000001 0.11542500000000001 0.098810000000000023 0.11262000000000001 -0.094679999999999986 0.090405000000000013 0.086870000000000017 -0.074254999999999988 -0.13870499999999999 -0.06402999999999999
decision_type=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 14 -14 -11
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.00080964075003456769 -0.00081448932430956125 0.00074754802812800091 0.00061479607857192807 0.00069511898021771699 -0.00083370601872117872 -0.00083973957871349546 0.0009680072201478778 -0.00062091405232566135 -0.00048084837119747068 0.00026359569735821836 -0.00059500948414504748 -0.00047775272785981719 0.0004358539400475778 -0.00040012651801378085 0.00096715187080895161
leaf_weight=0.0011849864964958113 0.0010194072779636095 0.0010423999441610777 0.0013962558648253553 0.0019042487755297271 0.0010428318487984553 0.0011117741632538517 0.0014191162986647203 0.0010661626690422104 0.001193874588656268 0.0016236526537415415 0.0010045416785072116 0.001192557505325164 0.0014309423674871973 0.0016311992238147259 0.0010586481107299796
leaf_count=199 138 76 284 154 415 89 277 419 237 340 200 178 59 795 50
internal_value=0 3.0666e-05 -1.02565e-05 -6.20062e-05 -5.50347e-06 5.3504e-05 0.00012693 2.83342e-05 9.10358e-05 0.000160381 3.21597e-05 0.00012298 0.000247693 -9.47187e-06 0.000541275
internal_weight=0 0.0193032 0.0182608 0.0168645 0.0156795 0.0146367 0.0135249 0.0121058 0.0110397 0.00984579 0.00794154 0.006937 0.00574444 0.00306214 0.0026823
internal_count=3910 3772 3696 3412 3213 2798 2709 2432 2013 1776 1622 1422 1244 854 390
is_linear=0
shrinkage=0.00174112


Tree=2855
num_leaves=11
num_cat=0
split_feature=484 52 0 4 47 3 15 42 1 4
split_gain=4.45963e-05 4.33979e-05 8.38136e-05 0.000145936 9.50378e-05 8.34833e-05 0.000102159 0.00031447 0.000211538 9.70095e-05
threshold=-0.0043499999999999988 0.11588000000000002 -0.017269999999999997 -0.48072499999999996 0.09252500000000001 0.12046500000000002 0.024640000000000006 0.060615000000000009 0.095575000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 9 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0035002599092888785 0.0037318532622510735 -0.0023834272025065155 -0.0014948771281337236 0.007263368462117439 -0.0036082178926858427 -0.0034209298282523956 -0.0074938141573633668 0.0051525277543473941 0.0094253644353990383 -0.0029477399076925179
leaf_weight=0.0010933611982779342 0.0014747193586967114 0.0017543886045730929 0.001053331469364982 0.0014302431603832261 0.0019890495960042968 0.0012727970787949142 0.0012704327955007158 0.0012377203704361725 0.001253776121579613 0.0013082076667039586
leaf_count=612 393 529 157 181 236 138 582 466 287 329
internal_value=0 0.000243703 0.000618716 0.00354883 -0.000123344 0.000763315 0.00157704 -0.00125311 0.00333551 0.000591888
internal_weight=0 0.0140447 0.0122903 0.00248357 0.0098067 0.00781765 0.00654486 0.00250815 0.0040367 0.00278293
internal_count=3910 3298 2769 338 2431 2195 2057 1048 1009 722
is_linear=0
shrinkage=0.017856


Tree=2856
num_leaves=15
num_cat=0
split_feature=14 403 132 124 0 4 52 47 42 49 52 1 0 0
split_gain=0.000187092 0.000128793 0.000130039 0.000148609 0.000159573 0.000184813 0.000265356 0.000182617 0.000101414 0.000130043 0.000113806 0.00014081 7.40871e-05 5.20155e-05
threshold=0.020750000000000005 -1.0000000180025095e-35 0.080815000000000012 -0.048219999999999992 -0.082994999999999985 0.070230000000000015 0.091210000000000013 0.09252500000000001 0.083725000000000008 -0.07107999999999999 -0.074484999999999982 0.087545000000000026 -0.029849999999999998 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 12 8 9 -5 -11 -12 -6 -13
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 11 13 -14 -15
leaf_value=-0.00061429419598668026 -0.00080606136247688657 0.00056346170011073861 0.00061382132833105642 -0.00040185453835874397 -0.0012648926211153309 0.00029325558127322017 2.2030635989997629e-05 -0.00050061122545307806 0.0006426501686847859 -0.00027182179124008159 -9.6045542065258951e-05 0.0010340746531137431 -0.00057240303862353891 0.00044142105298764628
leaf_weight=0.0010394593294278795 0.001003217605090769 0.0016028813203072785 0.0014262325688598745 0.001315042082162975 0.0011701624452704028 0.0014207721771213296 0.0018923931087322654 0.0014179008139055659 0.0016937274794739466 0.0010184137398654286 0.0010966003220945686 0.0010489841368445108 0.0010333352030250671 0.0010550525960562329
leaf_count=906 153 258 249 90 498 146 306 179 523 55 205 73 197 72
internal_value=0 2.99111e-05 6.8862e-05 1.95613e-05 -4.19967e-05 -0.000292437 -0.0004956 0.000117804 0.00023912 0.000115619 0.000276911 0.000451512 -0.000940148 0.000736893
internal_weight=0 0.018231 0.0171915 0.0157653 0.0141624 0.00551666 0.00409589 0.00864572 0.00722782 0.00553409 0.00421905 0.00320064 0.0022035 0.00210404
internal_count=3910 3757 2851 2602 2344 1147 1001 1197 1018 495 405 350 695 145
is_linear=0
shrinkage=0.00188464


Tree=2857
num_leaves=12
num_cat=0
split_feature=50 159 43 3 484 52 2 3 0 12 43
split_gain=4.31149e-05 0.000107519 6.18149e-05 0.000100558 9.36555e-05 0.000115476 9.72515e-05 0.000189305 7.30963e-05 5.85661e-05 5.86091e-05
threshold=0.10119500000000002 -0.026594999999999997 -0.074254999999999988 -0.075954999999999981 0.085815000000000016 -0.087094999999999992 0.11339500000000001 0.096385000000000012 -0.10209999999999998 0.08598500000000002 -0.15109999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 7 8 -7 -3 -11
right_child=-2 2 4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.0061287385289663706 -0.0038067875298170213 0.0031745913193606504 -0.0072974017159957699 0.0051317507740869924 0.0040648122059654991 -0.0053859123078204302 -0.0054134710228285008 0.0061328875175968552 0.00036257926039222213 0.00076117601245443746 -0.0056537782679479849
leaf_weight=0.0010332852993674103 0.0010107808444400285 0.0010009321068499182 0.0012203299017921254 0.001736904255642973 0.0010531641088405395 0.001411799211427141 0.0013337371042966683 0.0014286515166901728 0.0018157734744380055 0.0010315315604930741 0.001014159679731933
leaf_count=329 468 282 375 328 157 183 235 86 877 143 447
internal_value=0 0.000244797 -0.000221195 0.00149309 -0.00121356 -0.00198454 -0.000902152 0.000390079 -0.00215192 -0.000581334 -0.00241906
internal_weight=0 0.0140803 0.013047 0.00478353 0.00826346 0.00721029 0.00598996 0.00465622 0.00322757 0.00304662 0.00204569
internal_count=3910 3442 3113 1200 1913 1756 1381 1146 1060 872 590
is_linear=0
shrinkage=0.018949


Tree=2858
num_leaves=12
num_cat=0
split_feature=1 52 52 16 133 43 4 16 0 15 52
split_gain=3.92269e-05 0.00014269 8.25528e-05 7.94221e-05 8.81541e-05 0.00014889 0.000160701 4.98454e-05 0.000164367 9.83471e-05 2.22657e-05
threshold=0.10828500000000001 0.11401500000000002 0.091210000000000013 0.10994000000000002 0.065880000000000008 -0.0037249999999999996 -1.0000000180025095e-35 -0.063614999999999991 -0.15007499999999999 -0.038029999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 8 -2 -9 -7
right_child=7 -3 -4 -5 -6 6 -8 9 -10 -11 -12
leaf_value=-0.0061431230124351964 -0.0014092510914376828 -0.0064664561060954074 0.0041650508971509941 -0.0044071244655596534 0.0037536553736810048 0.002123542658743371 -0.0031974839636308818 -0.0037279832180398703 0.0070124500065736201 0.0030674716860496737 0.0055971101844469939
leaf_weight=0.0011704989227119085 0.0013148531400406427 0.0010610880244415902 0.0012006325920623645 0.0012791503986605366 0.0015007981628971309 0.0010630932177099692 0.0016466682155025772 0.0012908773625353986 0.0013096420105696907 0.0011314802913584693 0.0010273625788836324
leaf_count=657 109 501 247 472 707 121 237 204 311 114 230
internal_value=0 -0.000634478 6.17528e-05 -0.000579094 0.000184999 -0.000906331 0.000733877 0.00118673 0.00279324 -0.000553835 0.00383064
internal_weight=0 0.00994929 0.0088882 0.00768757 0.00640842 0.00490762 0.00373712 0.00504685 0.0026245 0.00242236 0.00209046
internal_count=3910 3172 2671 2424 1952 1245 588 738 420 318 351
is_linear=0
shrinkage=0.0168261


Tree=2859
num_leaves=11
num_cat=0
split_feature=4 1 12 151 15 15 16 16 15 15
split_gain=4.14146e-05 9.75174e-05 6.55689e-05 5.88048e-05 0.000170848 0.000110257 8.98834e-05 0.000113168 0.00012159 3.50568e-05
threshold=0.24280000000000004 0.11198000000000001 0.10371500000000002 -0.0074049999999999993 -0.075094999999999981 -0.089594999999999994 -0.089864999999999987 0.022165000000000004 -0.0039399999999999991 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -6 9 -9 -8
right_child=1 -3 -4 4 6 -7 7 8 -10 -11
leaf_value=0.0063127679635146018 -0.0015378687234806037 0.0049932819027376507 -0.004906887612234039 -0.0068447329968717571 -0.0037574463093482304 -0.0018697723254566543 0.0068557002342310358 0.0034489533502583339 -0.0037693169102313148 0.0022125427765241844
leaf_weight=0.0012358671466865439 0.0015140596149341395 0.0016475523287483493 0.0010732096768770539 0.0013569544947141399 0.00145310183569493 0.0010521926850040209 0.0011794135086128608 0.0013834696734098808 0.0019274166081976124 0.0010706385270121289
leaf_count=188 196 353 360 583 319 343 176 200 351 841
internal_value=0 0.00186559 -0.000530048 -8.93648e-05 -0.000810767 0.00254993 0.00035658 0.0014316 -0.000753128 0.00464635
internal_weight=0 0.00316161 0.0117323 0.0106591 0.00837099 0.00228806 0.00701404 0.00556094 0.00331089 0.00225005
internal_count=3910 549 3361 3001 2470 531 1887 1568 551 1017
is_linear=0
shrinkage=0.0185774


Tree=2860
num_leaves=15
num_cat=0
split_feature=453 403 403 11 484 4 160 42 43 16 1 43 42 1
split_gain=0.000159145 0.000159935 0.000178125 0.000162864 0.000185783 0.000190049 9.73884e-05 0.000130571 0.000212087 0.000143052 0.00015997 8.54998e-05 0.000166858 7.29718e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.088015000000000024 0.08776500000000001 0.087495000000000017 0.27608500000000008 0.099550000000000013 -0.10770999999999999 -0.074254999999999988 -0.055679999999999993 0.090905000000000014 -0.080894999999999981 0.088915000000000008 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 11 10 -10 12 -9 -11
right_child=-2 2 -4 -5 -6 -7 -8 8 9 13 -12 -13 -14 -15
leaf_value=-0.00060780601134796089 -0.00065255927863065949 -0.0003824626585275506 -0.00061217790317571563 -0.00055751410311942907 -0.00054721895301046409 0.00091167229729545397 -0.00031496439796247351 0.00075848987659374876 0.00064703485041521763 9.2266039359296747e-05 -8.0439925118684058e-05 0.0010112913615558734 -0.00010203136762550268 -0.00045753353608982502
leaf_weight=0.0011335773325116183 0.0011134354194589626 0.0010501759331196349 0.001093913504433333 0.0010245879503866925 0.0010471513080921322 0.0010886954944914424 0.0012153638061239294 0.0017799277256868142 0.0019271124552961449 0.0013178592102499171 0.0017470964422421492 0.0010358888946983931 0.0011085205036246992 0.0016456796401584928
leaf_count=927 99 95 342 155 287 272 216 392 238 150 141 202 134 260
internal_value=0 2.55127e-05 6.75404e-05 0.000114047 0.000160031 0.000213249 0.000153973 0.000203052 0.00026127 7.15623e-05 0.000301119 0.000582146 0.000428241 -0.000213043
internal_weight=0 0.0182156 0.017082 0.0159881 0.0149635 0.0139163 0.0128276 0.0116123 0.0105621 0.00663775 0.00367421 0.00392434 0.00288845 0.00296354
internal_count=3910 3811 2884 2542 2387 2100 1828 1612 1517 789 379 728 526 410
is_linear=0
shrinkage=0.00174112


Tree=2861
num_leaves=16
num_cat=0
split_feature=14 403 403 147 52 123 12 1 131 2 151 160 52 12 3
split_gain=0.000185886 0.000146725 0.00027725 0.000144901 0.000313566 0.000162619 0.000265385 0.000315031 0.000183125 0.000125343 0.000145229 0.000187259 0.000234037 0.000248419 0.000133357
threshold=0.054835000000000009 0.088015000000000024 0.010605000000000002 1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 -0.023959999999999995 0.12958500000000003 1.0000000180025095e-35 0.086875000000000022 -0.044604999999999992 0.084835000000000008 -0.0025949999999999997 0.095775000000000013 -0.084129999999999996
decision_type=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 12 -12 -14 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 11 -13 13 -15 -16
leaf_value=-0.00091063026017345076 -0.00079957093131111871 -0.0006439146239529944 0.0010189288079037043 0.00064791296623296652 -0.0010548329164918675 0.0006536723600106283 -0.00077706007837907091 0.0009110557417477687 -0.00082044998377885493 -0.00038550659257263395 -0.0006192045173735555 0.00088211438151719439 0.00079163360312343024 -0.0003680394072222516 2.929323618741612e-05
leaf_weight=0.0011106977422343537 0.0010085443248504583 0.0010800518160597903 0.0010334989289489801 0.0011884612443574033 0.0010017810392911808 0.0013681878973714886 0.0012219552555130329 0.0013476933623227808 0.0010071393083349736 0.00136675814454096 0.0011669095997811556 0.0014497326608014782 0.0018562918171998472 0.0010147771170596893 0.0018039608390855296
leaf_count=157 147 336 147 201 324 277 357 101 366 208 366 144 269 143 367
internal_value=0 3.07107e-05 7.13304e-05 1.33961e-05 -3.45871e-05 3.48743e-05 -2.85632e-05 5.15097e-05 -5.48877e-05 2.31485e-05 0.000164186 0.000301091 9.24892e-05 0.000381748 -0.000296336
internal_weight=0 0.0190179 0.0179378 0.0169043 0.0157159 0.0147141 0.0133459 0.0122352 0.0108875 0.00988039 0.00685447 0.00548771 0.00403798 0.00287107 0.00302592
internal_count=3910 3763 3427 3280 3079 2755 2478 2321 2220 1854 1130 922 778 412 724
is_linear=0
shrinkage=0.00188464


Tree=2862
num_leaves=11
num_cat=0
split_feature=47 123 50 1 484 457 151 4 4 0
split_gain=4.36114e-05 9.43325e-05 0.000137802 0.000116347 7.05112e-05 7.44561e-05 0.000123384 0.000133424 9.62404e-05 0.000104385
threshold=0.13177500000000003 1.0000000180025095e-35 0.088425000000000017 0.12485500000000001 0.084225000000000008 0.082870000000000013 -0.0080899999999999982 0.15045000000000003 -0.080874999999999989 0.12007500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0080642054337490988 -0.0038868678793888647 0.0056238683132820008 -0.0070667262610011571 0.0067740615461566516 0.0038275850767518381 0.0027732041774739349 0.0029062558396497499 0.0042936204800424387 -0.0057281485073499101 -0.0047568095121532112
leaf_weight=0.0010260188009238299 0.001055962644441571 0.0011709129405848969 0.0010494144728545119 0.0010136339452429454 0.0014491218923343889 0.0017788737584746341 0.001787386288515788 0.0015699703742938845 0.0019342966407024887 0.001126193577499098
leaf_count=168 84 321 632 199 338 168 657 175 1053 115
internal_value=0 0.000268936 -0.000223424 0.000391138 -0.000215124 -0.000850335 -0.00171626 -0.000701414 -0.00231904 -5.57687e-05
internal_weight=0 0.0139058 0.0127349 0.0116855 0.0106719 0.00922274 0.00744387 0.00641785 0.00484788 0.00291358
internal_count=3910 3826 3505 2873 2674 2336 2168 2000 1825 772
is_linear=0
shrinkage=0.0197145


Tree=2863
num_leaves=12
num_cat=0
split_feature=484 42 43 0 0 2 13 2 1 15 42
split_gain=4.30855e-05 4.70977e-05 8.8944e-05 9.14803e-05 0.000124611 7.14358e-05 0.000135558 9.44754e-05 6.68206e-05 9.7603e-05 4.22069e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.07773999999999999 -0.10575999999999998 0.089910000000000004 -0.003375 0.093070000000000014 0.10420500000000001 -0.074174999999999977 0.089925000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -7 -9 -10 -5
right_child=1 2 5 10 -6 7 -8 8 9 -11 -12
leaf_value=-0.0034964168592722432 -0.0034260358859248001 0.0046001011002703325 -0.007357469909656229 0.0079474953841178111 -0.0040434962486264438 0.0055379338605291437 0.0004282663724688341 -0.0028783272607635704 0.0044203309830581228 -0.0026685208131258988 0.0028908324599865535
leaf_weight=0.0010562163300227795 0.001030907574224295 0.0010094166654742536 0.0012066629423428078 0.0010012989026233895 0.00112386196593844 0.0010383303848743013 0.0017428440831254513 0.0019964325765692249 0.0014944664669154645 0.0010574577680485722 0.0011094014073590262
leaf_count=612 215 155 772 192 575 145 249 462 203 159 171
internal_value=0 0.000245346 0.000541497 0.00265411 4.64483e-05 -0.000508842 -0.00275693 0.000678042 -0.000431408 0.00148288 0.00528967
internal_weight=0 0.0138111 0.0127802 0.00424398 0.00213328 0.00853619 0.00294951 0.00558669 0.00454836 0.00255192 0.0021107
internal_count=3910 3298 3083 1093 730 1990 1021 969 824 362 363
is_linear=0
shrinkage=0.017856


Tree=2864
num_leaves=15
num_cat=0
split_feature=14 124 4 123 12 48 13 457 2 52 13 52 13 3
split_gain=0.000231984 0.000172792 0.000204912 0.000208727 0.000179875 0.000214804 0.000177024 0.000203997 0.000199485 0.00016454 0.000226102 0.000129904 0.000106763 0.000210989
threshold=0.064610000000000015 0.10143000000000002 -0.49837999999999999 1.0000000180025095e-35 -0.0089849999999999982 0.12649500000000002 -0.094679999999999986 0.081330000000000013 0.099990000000000009 -0.091329999999999981 -0.0038299999999999996 -0.010284999999999997 0.0024700000000000004 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 9 -6 -8 -11 -12 13 -13
right_child=-2 -3 3 -5 5 -7 7 -9 -10 10 11 12 -14 -15
leaf_value=-0.00073470180234334816 -0.00089717792666140189 0.00079531785836381267 -0.00074412160735625084 0.00085326407206989027 9.2536392411210334e-05 -0.00073068310087934815 0.00036902944821826913 0.0005652442679222122 0.0010995987867419342 -0.00092283524506614999 -0.00067739391732676206 0.00075892985618215456 -0.00034240642332479337 -0.00030643225530934629
leaf_weight=0.001280880311495757 0.00100004145592334 0.0010033420395655244 0.001095272844494565 0.0010687520370031697 0.0015955934277183522 0.0011561075523666272 0.0018839933206037142 0.0018720751161380297 0.0012428239982356509 0.0014396614513135057 0.0010281879778090836 0.0015114285588374212 0.001441243672417639 0.0011724736758655929
leaf_count=174 138 55 206 275 170 102 450 179 118 1446 81 130 329 57
internal_value=0 3.43764e-05 -8.54373e-06 4.78013e-05 -7.95672e-06 4.82566e-05 0.000116544 2.18991e-06 0.000533487 -0.000122156 -0.000262516 -7.80456e-05 7.13413e-05 0.000293522
internal_weight=0 0.0187918 0.0177885 0.0165076 0.0154389 0.0143436 0.0131875 0.0103491 0.00283842 0.00847699 0.006593 0.00515333 0.00412515 0.0026839
internal_count=3910 3772 3717 3543 3268 3062 2960 2672 288 2493 2043 597 516 187
is_linear=0
shrinkage=0.00188464


Tree=2865
num_leaves=11
num_cat=0
split_feature=475 42 150 4 52 2 0 1 4 1
split_gain=3.9973e-05 6.86698e-05 0.000103064 0.000128896 9.94125e-05 0.000108695 0.000147202 0.000103153 9.42393e-05 7.71941e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27608500000000008 0.11401500000000002 0.086875000000000022 -0.13506999999999997 0.095155000000000017 -0.23071499999999998 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 5 7 -7 -4 -8 -2
right_child=1 2 3 -5 -6 6 8 -9 -10 -11
leaf_value=-0.0035568557172869063 -0.0077864952759832831 -0.0056883883393120957 -0.0062759971256932815 0.0081646694868343032 -0.0051437156526749576 -0.0017785614332851351 0.0024993321925449751 0.0026457085412241598 0.01044457055436648 0.00042563683817549577
leaf_weight=0.0014802857364883881 0.0010308856226949195 0.0010324179354178091 0.001343630666552271 0.0014128348616818881 0.0012414845987967051 0.0015637151184070761 0.001429698006217395 0.0013150672323933819 0.0016481386189454385 0.001363317882173861
leaf_count=621 820 145 546 317 401 139 113 176 458 174
internal_value=0 0.000364906 0.0011222 0.00182854 0.000780526 0.00178801 0.00387935 -0.00186307 0.0067539 -0.00311031
internal_weight=0 0.0133812 0.010987 0.00995457 0.00854173 0.00730025 0.00464155 0.0026587 0.00307784 0.0023942
internal_count=3910 3289 2295 2150 1833 1432 710 722 571 994
is_linear=0
shrinkage=0.0226458


Tree=2866
num_leaves=12
num_cat=0
split_feature=11 484 43 42 12 52 1 49 13 16 0
split_gain=3.77474e-05 4.38008e-05 6.81557e-05 0.000112701 0.000130531 8.12334e-05 0.00015278 6.77859e-05 7.75373e-05 0.000225354 6.34723e-05
threshold=0.079700000000000007 0.087495000000000017 -0.06705499999999999 -0.09602999999999999 0.051320000000000005 0.06136500000000001 0.076710000000000014 -0.047309999999999998 -0.09547499999999999 -0.057604999999999996 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -4 -9 -10 -6
right_child=-2 -3 5 4 10 6 -8 8 9 -11 -12
leaf_value=-0.0028098800122580963 -0.0029788065490817953 -0.0028728297592417475 0.0012362577995995712 0.009003285814595325 -0.0012857356015197139 -0.0020804386317052671 0.0067788592382419695 0.00073250752770527734 -0.0099342210883920038 0.00068555987895801171 0.004240434131121862
leaf_weight=0.0010462255341652212 0.0012108270428315771 0.0012516297674051271 0.0016916304193408753 0.0010237667907860857 0.0012178257356044947 0.0012247583272652031 0.0011629904038134992 0.0011528900201046009 0.001259847174736166 0.0011914839126946589 0.0013353882601667142
leaf_count=170 254 350 184 272 731 573 132 162 432 395 255
internal_value=0 0.000247178 0.000564489 0.00224397 0.00372216 -0.000446049 0.00223462 -0.00165469 -0.00301154 -0.00477241 0.00160458
internal_weight=0 0.0135584 0.0123068 0.00462321 0.00357698 0.0076836 0.00238775 0.00529585 0.00360422 0.00245133 0.00255321
internal_count=3910 3656 3306 1428 1258 1878 705 1173 989 827 986
is_linear=0
shrinkage=0.0175059


Tree=2867
num_leaves=11
num_cat=0
split_feature=484 42 43 50 15 3 0 16 0 12
split_gain=4.24461e-05 5.25237e-05 7.36318e-05 7.65994e-05 0.000135833 0.000107359 0.000144841 0.000123237 0.000109039 4.55219e-05
threshold=-0.0043499999999999988 0.091955000000000023 0.0016850000000000001 0.087830000000000019 0.024640000000000006 0.12046500000000002 -0.10575999999999998 -0.094359999999999986 -0.079019999999999993 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 -4
right_child=1 -3 9 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.0037762218396140339 0.0016017167364972443 -0.0026528018324726609 0.0069850757501813653 0.0050754975104566327 -0.00606687225900511 -0.0044047336070313359 -0.0063446633484693536 0.0099654987351362103 0.0014041553526600345 0.0013451758806873515
leaf_weight=0.0010425524396809336 0.0016933340514647319 0.0019653445195465568 0.0010089648324474705 0.0010064821186160774 0.0013996040780362741 0.0013413291491632257 0.0010376341315301049 0.0010765178466941485 0.0019594736007864039 0.0011371971203753429
leaf_count=612 165 715 155 263 652 158 404 117 405 264
internal_value=0 0.000270146 0.000762799 3.33417e-05 -0.000563144 0.000520526 0.00166608 0.00485235 -0.00127858 0.00399663
internal_weight=0 0.0136259 0.0116605 0.00951437 0.00850789 0.00710829 0.00576696 0.00276985 0.00299711 0.00214616
internal_count=3910 3298 2583 2164 1901 1249 1091 282 809 419
is_linear=0
shrinkage=0.0193279


Tree=2868
num_leaves=12
num_cat=0
split_feature=47 47 42 51 50 4 151 4 16 3 15
split_gain=3.91762e-05 7.48356e-05 6.45353e-05 0.000125137 0.000139013 9.9101e-05 8.2849e-05 0.000137341 0.000131836 7.30902e-05 6.7618e-05
threshold=0.13177500000000003 0.10783500000000001 -0.090359999999999982 -0.07742499999999998 0.086465000000000014 0.26450500000000005 -0.051109999999999996 -1.0000000180025095e-35 -0.094359999999999986 -0.078669999999999976 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 -9 10 -8
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.004865622744092875 -0.0037854385511216625 0.0055009877569573628 -0.0051595055297173021 0.0058843753391682133 -0.0055380896746474407 0.0074182420027007505 -0.0036730911372997023 -0.0075796008938220612 0.0015974647688037386 0.0055030483677390883 0.0036408622622834145
leaf_weight=0.001074968876285669 0.0010355817847085671 0.0010233146462443549 0.0014843017866448512 0.0012374657380437096 0.0011311877187039328 0.0011632448967583931 0.0010252143743946915 0.0013958469100039542 0.0011582305469620283 0.0018332018320778984 0.0010193170339550051
leaf_count=420 84 166 521 250 545 370 192 214 175 357 616
internal_value=0 0.000272463 -0.000154785 0.000287562 0.00109902 0.00194904 0.00111949 0.000202735 -0.00341796 0.00258751 -2.66628e-05
internal_weight=0 0.0135463 0.012523 0.011448 0.00996371 0.00883252 0.00766928 0.00643181 0.00255408 0.00387773 0.00204453
internal_count=3910 3826 3660 3240 2719 2174 1804 1554 389 1165 808
is_linear=0
shrinkage=0.0201088


Tree=2869
num_leaves=16
num_cat=0
split_feature=147 124 12 156 159 0 2 16 43 1 0 0 52 16 16
split_gain=0.000228927 0.000207805 0.000182303 0.000176085 0.000140738 0.00014062 0.000217093 0.000185401 0.000174177 0.000165474 0.00022738 0.000125603 0.000147576 0.000117779 9.35305e-05
threshold=0.088565000000000019 0.10143000000000002 0.10852500000000001 0.091280000000000014 -0.034019999999999988 -0.077944999999999987 0.089910000000000004 -0.089864999999999987 -0.0037249999999999996 0.083370000000000014 -0.23129999999999998 -0.053834999999999994 0.09716000000000001 -0.19424999999999998 0.15100500000000003
decision_type=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 -11 -7 14 -12 -13
right_child=-2 -3 -4 -5 5 11 9 8 -10 10 13 12 -14 -15 -16
leaf_value=-0.00061793869186407596 0.00085084343538748442 0.00076537342211720162 -0.00080579435014020392 -0.00080476511409668385 -0.00092022191450337346 0.00072447636515467575 -0.00049238422801436879 -0.00075167447097008718 0.00023129353518361448 -0.00038663162107715012 0.00022403142686168098 0.00022997758400926345 0.00067552139843092259 0.0010333757086346228 -0.00054944969806830751
leaf_weight=0.0013247059740176979 0.001032969497271905 0.0010217855587028755 0.0013480138310364076 0.001127820311111658 0.0016381060787625497 0.0016825761574121925 0.0010447190012360073 0.0010246749481082258 0.0019038826225948025 0.001047162617925812 0.0012072776523443145 0.0010479719172672283 0.0010553545966604516 0.0014777659151317263 0.0012446297045072274
leaf_count=427 168 53 297 293 389 451 325 667 261 36 93 137 56 129 128
internal_value=0 -7.81573e-05 -0.000125581 -7.10878e-05 -1.83796e-05 3.68752e-05 -0.000102637 -0.000402326 -0.000112638 0.00018386 0.000373154 0.000296002 8.06651e-05 0.00066947 -0.000193165
internal_weight=0 0.0191964 0.0181747 0.0168266 0.0156988 0.0143741 0.00934359 0.00456666 0.00292856 0.00477693 0.00373221 0.00503053 0.00334796 0.00268504 0.0022926
internal_count=3910 3742 3689 3392 3099 2672 1900 1317 928 583 258 772 321 222 265
is_linear=0
shrinkage=0.00192234


Tree=2870
num_leaves=11
num_cat=0
split_feature=1 147 16 51 0 2 4 16 16 3
split_gain=3.49317e-05 8.85939e-05 0.000102347 0.00012891 9.9794e-05 0.000109133 8.7511e-05 5.96162e-05 5.55917e-05 3.631e-05
threshold=0.085835000000000009 1.0000000180025095e-35 -0.055679999999999993 -0.14636999999999997 -0.22851499999999997 0.11362000000000001 -0.083329999999999987 -0.014099999999999998 0.20277000000000003 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 9 8 -8 -1 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0009179434628226082 -0.0027617687779399702 0.0062935180746782494 0.0023171187360111105 -0.0061406956201067028 -0.0015803607300336848 0.0087024734143791374 -0.0070267016993235685 -0.00085018590508998825 0.004844232051790456 0.0033995447664012593
leaf_weight=0.0019970310836730405 0.0013773647944997922 0.0010331833621253133 0.0011930543994407086 0.0018721745805306868 0.0010722214219216503 0.0011517187300500555 0.0013040899125219124 0.0012259292149893535 0.0010242838619630157 0.001322031845813058
leaf_count=505 75 166 144 584 252 220 1004 640 51 269
internal_value=0 0.000752515 3.58816e-05 -0.00284873 0.00183182 0.00361611 -0.00127483 -0.00403385 0.00103554 0.00116939
internal_weight=0 0.00902175 0.00798857 0.00306523 0.00492334 0.00354597 0.00555133 0.00253002 0.00302131 0.00239425
internal_count=3910 1710 1544 728 816 741 2200 1644 556 521
is_linear=0
shrinkage=0.0201088


Tree=2871
num_leaves=15
num_cat=0
split_feature=403 453 403 160 159 52 13 160 13 13 16 0 2 2
split_gain=0.00014566 0.000161338 0.000157992 0.000166783 0.000198032 0.000164068 0.000105395 0.000139906 0.000176615 8.11357e-05 0.000171035 0.000159954 8.03098e-05 4.11986e-05
threshold=0.088015000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073745000000000019 -0.27466499999999994 -0.16277999999999995 0.087825000000000014 -0.083514999999999992 0.16421000000000002 -0.055679999999999993 -0.10462499999999998 0.093070000000000014 0.10946500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 13 8 -8 10 11 -10 -9 -7
right_child=-2 -3 3 5 -6 6 7 12 9 -11 -12 -13 -14 -15
leaf_value=-0.00063030934438923784 -0.00069053084569337955 -0.00069731588267267974 -0.00065447201200037337 -0.00036276923461796317 0.00028310878110215639 -0.00031984773873207091 0.0011285067338558117 -0.00040780865674812063 0.0002498882563743957 -3.7139533625153184e-05 -8.0799238225610147e-05 0.0012136408768059436 0.00034319500940779683 0.00019920323958176045
leaf_weight=0.001061101180168683 0.0010652407697156708 0.0010265767193426969 0.0018800227020284175 0.0014815835009924097 0.0013930601285533431 0.0010966250903074173 0.0014119206550876184 0.0010009948378707882 0.0010829586283718693 0.001273724617699951 0.0011647545768587336 0.0014055703661744452 0.0010222625173483407 0.0010761746531835689
leaf_count=927 343 98 678 350 286 52 185 157 97 78 205 254 104 96
internal_value=0 2.74202e-05 7.29225e-05 0.000121727 -0.000255427 0.000224456 0.00030704 0.000403129 0.000540852 0.000372449 0.000515253 0.000794235 -2.83597e-05 -6.27649e-05
internal_weight=0 0.0173773 0.0163508 0.0152897 0.00327308 0.0120166 0.010535 0.00836219 0.00633893 0.00492701 0.00365328 0.00248853 0.00202326 0.0021728
internal_count=3910 3567 3469 2542 964 1578 1228 1080 819 634 556 351 261 148
is_linear=0
shrinkage=0.00188464


Tree=2872
num_leaves=16
num_cat=0
split_feature=14 124 123 50 12 4 457 160 160 3 13 15 3 43 12
split_gain=0.000222035 0.000130226 0.000201649 0.000240739 0.000243419 0.000278696 0.000160727 0.000203811 0.000209215 0.000138174 0.000130772 0.000125513 0.000116667 4.62126e-05 4.17894e-05
threshold=0.054835000000000009 0.08919500000000001 1.0000000180025095e-35 0.10119500000000002 -0.0089849999999999982 -0.23071499999999998 -0.0034949999999999994 0.093550000000000008 0.031805000000000007 -0.078884999999999997 -0.083924999999999986 -0.07142999999999998 -0.100615 -0.14624499999999999 0.088375000000000023
decision_type=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 12 -6 -11 13 -8 -13
right_child=-2 -3 -4 -5 5 6 7 -9 -10 11 -12 14 -14 -15 -16
leaf_value=-0.00079066965154302421 -0.00078788958561688816 0.00063355252272098586 0.00064449404140254417 -0.00086107478372045125 -3.8760741627289977e-05 -0.00043643456421557078 -2.1644308863714272e-05 -0.0004526046936084709 0.00095265501005800115 6.9495586326947332e-05 -0.00083422834246657724 0.00083802049971606104 -0.00039596204176578259 0.00048387123124312472 0.00041777633571096501
leaf_weight=0.0010515670001882979 0.0010080142183669849 0.0010009809286953509 0.0013119997405660428 0.001003441751484673 0.0011180123891882943 0.0011565662067620228 0.0010818991281486279 0.0011288162759306589 0.0012937630959686123 0.0018848629691927098 0.0013051556135202378 0.0014676148306131511 0.001518471005531586 0.0010272198005842328 0.0013003967481691019
leaf_count=184 147 76 284 428 28 190 98 227 87 220 201 94 1124 144 378
internal_value=0 3.46097e-05 6.41585e-07 -5.10627e-05 1.94245e-06 6.02984e-05 0.00016808 0.000233403 0.000314285 0.000214544 -0.000467212 0.000409243 -3.51836e-05 0.000224561 0.000640592
internal_weight=0 0.0186508 0.0176498 0.0163378 0.0153343 0.0142828 0.0118596 0.010703 0.00957423 0.00828046 0.00242317 0.00465287 0.00362759 0.00210912 0.00276801
internal_count=3910 3763 3687 3403 2975 2791 2562 2372 2145 2058 229 692 1366 242 472
is_linear=0
shrinkage=0.00170698


Tree=2873
num_leaves=15
num_cat=0
split_feature=453 403 403 160 474 1 52 13 160 13 3 4 2 2
split_gain=0.000165449 0.000177272 0.000161455 0.000194664 0.000206637 0.000229738 0.00013975 0.000111515 0.000124082 0.000152706 0.000217441 0.000189371 0.000105553 5.46959e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.088015000000000024 -1.0000000180025095e-35 0.084655000000000022 0.11198000000000001 -0.27466499999999994 -0.16277999999999995 0.087825000000000014 0.16421000000000002 -0.08323499999999999 0.05309500000000001 0.094825000000000007 0.10946500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 13 9 10 -9 -12 -10 -8
right_child=-2 2 -4 6 -6 -7 7 8 12 -11 11 -13 -14 -15
leaf_value=-0.0006721656291469205 -0.00070139612334610987 -0.0010774655512670326 -0.00059906288659466729 -0.00028022959053570259 0.0003922415128709151 5.2909718942823078e-05 -0.00034011263788375401 0.0011255979691070506 -0.0003786716265489648 -4.1337627168912575e-05 -5.0804047560449506e-05 0.00080931225193277593 0.00041032624762306461 0.00021974968726907676
leaf_weight=0.0010866526153990993 0.0010538334042322064 0.001251204496198006 0.0010704917791269945 0.0015568954883138858 0.0010315578709583322 0.0010371435945946139 0.001128525782075499 0.0018673103200729587 0.0010828662195047113 0.0012877165541521872 0.0016723392620652084 0.001560869649348794 0.0010565824040266319 0.0010742674368672753
leaf_count=927 99 599 342 350 256 109 52 223 166 78 321 197 95 96
internal_value=0 2.28541e-05 6.81386e-05 0.000113902 -0.000267669 -0.000565148 0.000216997 0.000289141 0.000381155 0.000505128 0.000643093 0.000364427 1.09808e-05 -6.70766e-05
internal_weight=0 0.0177644 0.0166778 0.0156073 0.00331991 0.00228835 0.0122874 0.0107305 0.00852768 0.00638824 0.00510052 0.00323321 0.00213945 0.00220279
internal_count=3910 3811 2884 2542 964 708 1578 1228 1080 819 741 518 261 148
is_linear=0
shrinkage=0.00177594


Tree=2874
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 51 0 2 1
split_gain=3.95318e-05 8.72112e-05 8.84366e-05 7.05299e-05 6.45146e-05 0.000125523 0.000138536 8.68088e-05 0.000115502 4.81107e-05
threshold=-0.49837999999999999 0.047345000000000005 0.076710000000000014 0.083725000000000008 -0.077044999999999988 -0.055679999999999993 -0.10386999999999998 -0.19631499999999999 0.11125500000000001 0.10688500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 9 -9
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0030263901882746115 -0.0052275089035742212 0.004239341178216248 0.0044205118211356996 1.7230187442098961e-05 -0.0012632566748471848 0.0012109078988304278 -0.0060225625810070068 0.0029748270458682122 0.007299310896582676 -0.0017550592535974276
leaf_weight=0.0011010204129792396 0.00149784752529699 0.0013279282587876006 0.001043210440899619 0.001306212097334297 0.0019573392226852624 0.0013303619598329028 0.0015717343466669954 0.0013913047747364667 0.0011737996087912072 0.0010100522533087347
leaf_count=176 891 164 178 1021 143 125 427 403 229 153
internal_value=0 0.000223378 -0.000210832 -0.00278436 0.00055056 7.1915e-05 -0.00270664 0.00152942 0.00305836 0.000985355
internal_weight=0 0.0136098 0.0122819 0.00280406 0.0094778 0.00843459 0.0029021 0.0055325 0.00357516 0.00240136
internal_count=3910 3734 3570 1912 1658 1480 552 928 785 556
is_linear=0
shrinkage=0.0164962


Tree=2875
num_leaves=15
num_cat=0
split_feature=14 11 3 124 3 0 43 457 0 1 133 15 0 48
split_gain=0.000216898 0.000159444 0.000200406 0.000162306 0.000130591 0.000132184 0.000207676 0.000143551 0.000124026 0.000139335 0.000191007 0.000159454 0.000192246 0.00026138
threshold=0.054835000000000009 0.088315000000000018 -0.15002999999999997 -0.061329999999999989 0.16699000000000003 -0.053834999999999994 0.021175000000000003 -0.0015249999999999997 -0.070894999999999986 1.0000000180025095e-35 0.083815000000000014 -0.11739999999999999 -0.10575999999999998 0.086455000000000018
decision_type=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 10 -9 -11 13 -13
right_child=-2 -3 3 4 -6 6 -8 8 -10 11 -12 12 -14 -15
leaf_value=0.00077353511974889786 -0.00087550182946383376 -0.00069474535193675836 0.00056667893953289044 -0.00062241448817989447 0.00052670470491682567 -0.00083480557812127827 0.0001750301495331454 -0.0009864576294702828 0.00067218211324133223 -0.00039275314699894825 0.00014095359190704254 0.0011395683107619584 -0.00014864370424445516 -3.1778290717430862e-05
leaf_weight=0.0013155049426268632 0.0010027817345839634 0.0010366572159403722 0.0016694414802730659 0.001193907983854014 0.0012637714448133002 0.0019027153629035546 0.0011669924742636895 0.0010657060557845532 0.0010800816192078873 0.0015243562923938567 0.0010693226672492469 0.0015510813743002116 0.0019186564651305638 0.0012002342074195482
leaf_count=143 147 121 292 266 158 271 60 824 297 120 572 100 500 39
internal_value=0 2.38836e-05 6.54516e-05 9.35911e-06 -5.29307e-05 -0.000106505 -0.000450902 -6.80099e-06 7.13106e-05 -6.60545e-06 -0.000421797 0.000136501 0.000309258 0.00062858
internal_weight=0 0.0189584 0.0179218 0.0166063 0.0149368 0.0136731 0.00306971 0.0106033 0.00940944 0.00832936 0.00213503 0.00619433 0.00466997 0.00275132
internal_count=3910 3763 3642 3499 3207 3049 331 2718 2452 2155 1396 759 639 139
is_linear=0
shrinkage=0.00188464


Tree=2876
num_leaves=15
num_cat=0
split_feature=403 403 453 160 159 42 43 16 15 52 2 2 150 52
split_gain=0.000143386 0.000134009 0.000150754 0.000149113 0.000179566 0.000134691 0.000152851 0.000152624 0.000232984 0.000149594 0.000145959 0.000239268 0.000121516 4.19239e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 0.073745000000000019 -0.10770999999999999 -0.15109999999999998 0.15737500000000001 -0.0039399999999999991 0.048490000000000012 0.086915000000000006 0.11290500000000002 0.081245000000000026 0.10062000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 9 -9 10 -8 12 -12 -11
right_child=1 -3 -4 5 -6 6 7 8 -10 13 11 -13 -14 -15
leaf_value=-0.00067889814701656303 -0.00061804873984178067 -0.00061778846318809289 -0.00062197096018065017 -0.00043595042591420326 0.00026879378425297167 0.00082979252197393986 -0.00029297163916793028 0.00036629490910597206 -0.00084367587578999673 0.0010040074261916194 0.0011882798230722022 -0.00028446921142001656 0.00031901048836806414 0.0004732902896729033
leaf_weight=0.0010410024340685988 0.0018243787985184248 0.0010322144154311054 0.0010096868995986266 0.001004212956698663 0.0013608829805550433 0.0014494879892081843 0.0017148847199523983 0.001077070017114018 0.0010962712247786222 0.0010185644477534103 0.0010461038816120607 0.0012333441666513545 0.0011553843202691122 0.0010140567085119914
leaf_count=930 678 343 95 110 286 98 348 208 147 110 161 159 86 151
internal_value=0 2.74788e-05 6.90959e-05 0.00011563 -0.000239151 0.000211322 0.000271479 0.000184979 -0.000244035 0.000314796 0.000147267 0.000367062 0.00073207 0.000739237
internal_weight=0 0.0170365 0.0160043 0.0149946 0.00318526 0.0118094 0.0108052 0.00935568 0.00217334 0.00718234 0.00514972 0.00343483 0.00220149 0.00203262
internal_count=3910 2980 2637 2542 964 1578 1468 1370 355 1015 754 406 247 261
is_linear=0
shrinkage=0.00184769


Tree=2877
num_leaves=12
num_cat=0
split_feature=484 457 160 133 2 3 16 52 4 0 12
split_gain=4.27397e-05 5.24103e-05 6.80645e-05 0.00012255 8.31135e-05 0.000125847 0.000143324 8.7992e-05 9.88131e-05 5.41263e-05 2.46771e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.082234999999999989 -0.0023199999999999996 0.11934000000000002 -0.08824499999999999 -0.10808 -0.081429999999999989 -0.0010999999999999996 -0.068039999999999975 0.091650000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 10 -7 9 -9 -8 -5
right_child=1 2 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.0035983783405606584 -0.0036571537359883404 -0.0029715703467828548 -0.0034926068252914143 0.00079610177898777816 -0.0024959373141057364 0.009322468296707926 0.0083186382911883787 0.0038677437689175081 -0.0031630308581918685 0.0023639689798145916 -0.0030364708640765793
leaf_weight=0.0010327520190044079 0.0010548809815566816 0.0015778811489268298 0.0016600375377688612 0.0010977362169439916 0.0012525809423272723 0.0012802515429496449 0.0010001691840661533 0.0012934884033544479 0.0013606068366161384 0.0010256107926935668 0.0011319652423251447
leaf_count=612 197 562 859 219 275 177 163 347 134 150 215
internal_value=0 0.000243518 0.000568016 0.00107106 0.00187339 0.00254164 0.00392255 0.00244532 0.000263457 0.00530391 -0.0011496
internal_weight=0 0.0137352 0.0126803 0.0111024 0.00944241 0.00818983 0.00596013 0.00467988 0.0026541 0.00202578 0.0022297
internal_count=3910 3298 3101 2539 1680 1405 971 794 481 313 434
is_linear=0
shrinkage=0.0182132


Tree=2878
num_leaves=18
num_cat=0
split_feature=14 124 123 50 47 4 3 157 0 2 1 2 15 12 151 13 4
split_gain=0.000314626 0.000263799 0.000229335 0.00023228 0.000237419 0.000257143 0.000244124 0.000235129 0.000127465 0.00011791 0.00034213 0.000260323 0.000163162 0.000239174 0.000121993 0.000111099 5.45789e-05
threshold=0.064610000000000015 0.11158000000000001 1.0000000180025095e-35 0.10119500000000002 0.117025 -0.23071499999999998 -0.100615 -0.077534999999999979 -0.066084999999999991 0.11230000000000001 0.11235500000000002 0.097940000000000013 0.088345000000000021 0.086935000000000012 -0.0074049999999999993 -0.083924999999999986 -0.0025899999999999994
decision_type=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 -7 11 -11 12 13 14 -9 -1 -16
right_child=-2 -3 -4 -5 -6 6 7 9 -10 10 -12 -13 -14 -15 16 -17 -18
leaf_value=-5.2180416787264415e-05 -0.00094361119132710879 0.00090334823185078445 0.00064637734073261178 -0.00086822827399362485 -0.00079853730929079077 0.00030099058870676943 0.00081337573076551415 0.00031885787155029339 0.0010975712840980828 -0.0011543391255935669 0.00028031983496249943 0.0007640778346887896 0.00047162731119344456 -0.0009494110481714647 -3.413491745869915e-05 -0.00078325590190221454 -0.00060453005542892289
leaf_weight=0.001120332447319683 0.0010460132918673889 0.0010092502736331914 0.0014860693495988798 0.0010299088704112799 0.0010963779350839841 0.001489114008039881 0.0010238316203190238 0.0016221506035351994 0.0010302821538862071 0.001009726639099498 0.0010059158452011725 0.0012394963809396198 0.0011652005024587811 0.0011442078924237559 0.0010101981087575944 0.0014402305870952785 0.0010240842310294974
leaf_count=29 138 40 305 429 117 179 217 117 101 190 133 221 520 484 325 201 164
internal_value=0 3.60057e-05 -1.02192e-05 -6.61326e-05 -1.58264e-05 4.0171e-05 0.000141187 2.1779e-05 0.000626744 -6.61142e-05 -0.000438366 3.80206e-05 -0.000112829 -0.000254687 -3.7287e-05 -0.000463386 -0.000321279
internal_weight=0 0.0199464 0.0189371 0.0174511 0.0164211 0.0153248 0.0127642 0.0102448 0.0025194 0.00922098 0.00201564 0.00720534 0.00596584 0.00480064 0.00365643 0.00256056 0.00203428
internal_count=3910 3772 3732 3427 2998 2881 2651 2371 280 2154 323 1831 1610 1090 606 230 489
is_linear=0
shrinkage=0.00174112


Tree=2879
num_leaves=12
num_cat=0
split_feature=2 42 49 160 42 15 4 4 13 16 3
split_gain=3.95309e-05 5.3004e-05 7.27307e-05 0.000108589 8.10389e-05 9.871e-05 0.00021433 0.000201592 0.000181249 0.000137688 3.19132e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.00064499999999999985 0.069910000000000014 0.08622500000000001 -0.038029999999999987 -0.08422499999999998 0.25367000000000006 -0.094129999999999978 -0.055679999999999993 -0.077314999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 8 -4 -7 -8 -3
right_child=1 10 4 -5 -6 6 9 -9 -10 -11 -12
leaf_value=0.0036082971873992284 -0.0056806040690976882 -0.0058801382117727938 -0.0085146283189740588 0.0013617409949583865 0.0064051253424491951 0.0042064771215747651 0.0015617742167177544 0.0025123398846070297 -0.007351582318662132 0.011790464645876318 -0.00080867567451926544
leaf_weight=0.0011189491961073579 0.0017950608347904124 0.0010022895445946662 0.0012407027639432804 0.0017470468407290406 0.0010691459901979311 0.0010137914487189413 0.0010218116088299423 0.0014584638030594606 0.0011956936724477384 0.0011104476841503255 0.0010046626605486443
leaf_count=280 449 325 509 188 472 51 350 185 511 123 467
internal_value=0 -0.000323097 0.000196773 -0.00220716 0.0012467 0.000463408 0.00234071 -0.00255633 -0.00204833 0.00688872 -0.00334141
internal_weight=0 0.0136591 0.0116522 0.00354211 0.00811006 0.00704091 0.00434174 0.00269917 0.00220949 0.00213226 0.00200695
internal_count=3910 3630 2838 637 2201 1729 1035 694 562 473 792
is_linear=0
shrinkage=0.0201088


Tree=2880
num_leaves=15
num_cat=0
split_feature=14 4 376 48 132 3 15 4 150 0 47 1 16 1
split_gain=0.000256866 0.000141377 0.000202696 0.000218699 0.000144139 0.000205318 0.00054012 0.000302421 0.000196554 0.000222147 0.000132935 0.000172967 9.72444e-05 9.06913e-05
threshold=0.064610000000000015 -0.51381999999999983 0.048375000000000008 0.12675000000000003 0.079995000000000011 0.096385000000000012 -0.095799999999999982 0.0051950000000000008 0.090480000000000019 -0.053834999999999994 0.09252500000000001 0.094890000000000016 -0.083564999999999987 0.077800000000000022
decision_type=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 13 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00058759058351300997 -0.00089120403658329839 -2.8806727312204656e-05 0.00074784970997338735 -0.00073170062764734019 0.00062775819642154999 -0.00036015366592039982 0.00021253314223616121 0.0015333284198743471 -0.00086521279311226724 -0.00063742108961997756 -0.00038019008069502789 0.00077908307730726613 -0.00025329686418248487 0.00068879960081595756
leaf_weight=0.0011244018921360037 0.0010345703056315316 0.0012743098282569369 0.0013563682235990587 0.0011811273243747316 0.0014164283158624872 0.0018927702358537187 0.0010245013771189018 0.0012790302536327403 0.0010433424258695307 0.001628181622167448 0.001476495745476725 0.0014134750555389805 0.0019272879373648335 0.0010574505871798756
leaf_count=80 138 573 180 110 323 115 115 75 205 292 231 214 1152 107
internal_value=0 3.554e-05 7.45283e-05 1.95596e-05 7.70544e-05 2.14048e-05 0.000356796 0.000945901 -0.000121908 -3.35511e-05 0.00010398 0.000230004 4.77775e-05 0.000296627
internal_weight=0 0.0190952 0.0179708 0.0166144 0.0154333 0.0140168 0.0041963 0.00230353 0.00982054 0.0087772 0.00714902 0.00567252 0.00425905 0.00233176
internal_count=3910 3772 3692 3512 3402 3079 305 190 2774 2569 2277 2046 1832 680
is_linear=0
shrinkage=0.00181146


Tree=2881
num_leaves=16
num_cat=0
split_feature=14 403 403 15 15 48 48 3 3 160 3 52 1 16 4
split_gain=0.000149322 0.000124741 0.000133724 0.000130253 0.000125485 0.000121228 0.000200538 0.000148022 0.000305581 0.000113281 0.000145504 0.000103328 0.000156731 0.000216323 0.000200029
threshold=0.018455000000000003 -1.0000000180025095e-35 0.088015000000000024 0.083935000000000023 0.099325000000000011 0.12738500000000003 0.097140000000000018 -0.10628499999999998 -0.077894999999999978 -0.025614999999999995 0.094625000000000015 0.10433000000000002 0.094385000000000011 -0.092014999999999986 0.097045000000000006
decision_type=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 13 -11 -14
right_child=-2 2 -4 4 -6 -7 -8 8 9 11 -12 -13 14 -15 -16
leaf_value=-0.00057784544087452982 -0.00068182017022295962 0.00043953705121077639 -0.00055078257202804135 0.00093350499335511034 0.00011733984042982702 -0.00056161436956422665 0.00070275479845725104 -0.00093071434525487788 0.0008508735603954999 5.077635619422804e-05 -7.3952140395184667e-05 0.00039519314993995906 0.00064951492015449743 -0.0010418294770741133 -0.00042396733801747743
leaf_weight=0.0010346051269040151 0.0010084639593819491 0.0019490041903757688 0.0010672104657468767 0.0010668304283292197 0.0013409716045914774 0.0010092786067735929 0.0014343548216191422 0.0012093112054485855 0.0010447427987203958 0.0010479076172748361 0.0011030540257099819 0.0010570855518006878 0.0011063684977595505 0.001257189495166045 0.0010837495885222667
leaf_count=905 159 235 334 179 273 84 189 665 207 62 78 45 164 158 173
internal_value=0 2.06378e-05 5.75449e-05 9.88702e-05 0.00047896 3.00702e-05 7.86495e-05 -3.79242e-06 -0.000100774 2.9569e-05 0.000375907 -0.000104405 -0.000221889 -0.000545126 0.000118317
internal_weight=0 0.0178117 0.0167771 0.0157098 0.0024078 0.013302 0.0122928 0.0108584 0.00890941 0.0077001 0.0021478 0.0055523 0.00449522 0.0023051 0.00219012
internal_count=3910 3751 2846 2512 452 2060 1976 1787 1552 887 285 602 557 220 337
is_linear=0
shrinkage=0.00177594


Tree=2882
num_leaves=17
num_cat=0
split_feature=14 124 50 47 1 475 43 2 52 160 48 0 133 43 15 16
split_gain=0.000332316 0.000247294 0.000209174 0.000323006 0.000236029 0.000282222 0.000188876 0.000216447 0.000179423 0.000152361 0.000154299 0.000129505 0.00014561 0.000142592 7.70165e-05 2.42451e-05
threshold=0.064610000000000015 0.11158000000000001 0.10625000000000001 0.11926500000000002 1.0000000180025095e-35 -0.048844999999999993 -0.15109999999999998 0.089910000000000004 -0.066329999999999986 0.088785000000000017 0.087500000000000008 -0.089879999999999974 0.089845000000000022 -0.083899999999999988 -0.031229999999999997 -0.081324999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -6 -7 8 -8 10 -9 -1 13 -13 -10 -15
right_child=-2 -3 -4 -5 5 6 7 9 14 -11 -12 12 -14 15 -16 -17
leaf_value=-0.0006964381876050416 -0.00099357342288220038 0.00085622061933347468 -0.00075572516521754381 -0.00091406873585097019 0.0011302821981037233 0.00072907560398881711 -0.00088836532391103819 0.0004624950109310827 -0.00027554832032650493 0.00079982515178773786 -0.00030313355893571116 0.00050170637361419295 -0.00062160184968082662 -1.1006924014227198e-06 0.00035329320268403825 -0.00038677836169170171
leaf_weight=0.0012580140464223477 0.0010483258392603298 0.0010862223391255163 0.0011309603580730498 0.0010713379007165199 0.0010347601961316353 0.0015282310684020519 0.0010667772420037917 0.0017343647857986392 0.0015170517994736836 0.0013693756673371915 0.0015925079793870341 0.0016477064366329404 0.0011071970898107976 0.0010001136702670007 0.0010322314655990296 0.0010578382795107329
leaf_count=420 138 40 406 97 239 118 174 265 201 56 102 253 427 335 301 338
internal_value=0 3.19015e-05 -1.48591e-05 3.16451e-05 9.14332e-05 0.000248029 0.000155258 4.97605e-05 -0.000276829 0.000301231 9.60038e-05 -0.000189091 -5.64781e-05 0.000112373 -2.09238e-05 -0.000199349
internal_weight=0 0.0202347 0.0191485 0.0180175 0.0169462 0.0108753 0.00984054 0.00831231 0.00361606 0.00469625 0.00332687 0.00607087 0.00481286 0.00370566 0.00254928 0.00205795
internal_count=3910 3772 3732 3326 3229 1456 1217 1099 676 423 367 1773 1353 926 502 673
is_linear=0
shrinkage=0.00177594


Tree=2883
num_leaves=11
num_cat=0
split_feature=158 41 159 160 133 2 4 13 43 43
split_gain=5.03807e-05 6.8261e-05 6.95091e-05 0.000108042 0.000101327 9.14611e-05 0.000130512 0.000190409 0.00010254 5.98892e-05
threshold=0.084965000000000027 1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 0.0057500000000000008 -0.070604999999999987 -0.075819999999999985 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -8 -9
right_child=-2 -3 -4 4 5 -7 8 9 -10 -11
leaf_value=-0.0043085582901782821 -0.0041232973923077563 -0.0044271000857742174 0.004666669190633633 -0.0040596588772121786 0.0050757537890906293 -0.0021947047070580029 0.00089222595490767254 -7.4126441835115805e-05 0.0083475082650104615 -0.0063698934359378602
leaf_weight=0.0016611440290357988 0.001006105047529903 0.001029679817934912 0.001376829101144836 0.0012786027315063288 0.0017357216848901159 0.0017572502543805584 0.0010262729009880588 0.0010454013009342199 0.0018684157239885241 0.0011278386807923929
leaf_count=747 423 192 369 719 278 290 95 216 165 416
internal_value=0 0.000267698 0.000643093 0.0001614 0.000916036 0.00165917 0.00265456 0.000396113 0.00570434 -0.00334142
internal_weight=0 0.0139072 0.0128775 0.0115006 0.0098395 0.0085609 0.00680365 0.00390896 0.00289469 0.00217324
internal_count=3910 3487 3295 2926 2179 1460 1170 910 260 632
is_linear=0
shrinkage=0.018949


Tree=2884
num_leaves=12
num_cat=0
split_feature=49 42 403 50 43 0 3 16 52 4 13
split_gain=4.40201e-05 6.10608e-05 8.8288e-05 0.000117151 7.34964e-05 0.000103701 0.000130796 0.000112847 0.000264258 7.38065e-05 7.16195e-05
threshold=-0.14917999999999998 0.092635000000000009 0.03138500000000001 0.084340000000000012 0.11352500000000001 -0.10131499999999999 -0.100615 -0.27337499999999998 -0.0066199999999999991 0.0057500000000000008 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 9 -9 -8
right_child=1 -3 -4 -5 -6 6 10 8 -10 -11 -12
leaf_value=0.0038610060533878642 -0.003180637730060624 -0.003712157904849041 0.004840593978776897 -0.0066665196790035696 0.0053052272541601391 0.0029925354941943362 -0.00191084270506823 -0.0041964424859445675 0.010504311928747314 0.0030340839136482056 -0.0084978156762953363
leaf_weight=0.001051921207909313 0.0014059712268227062 0.0017966432513490593 0.0013984926368297056 0.0010540483921030299 0.0010039648166442908 0.0010509688831298043 0.0012602093654796981 0.001143201465058738 0.0012935257960280675 0.0010550877899300204 0.001306844214033741
leaf_count=129 214 780 359 474 129 245 821 148 87 46 478
internal_value=0 -0.000323134 0.000185444 -0.000430245 0.000260248 -0.000334526 -0.00286574 0.0015353 0.00343416 -0.000726089 -0.00526416
internal_weight=0 0.013769 0.0119723 0.0105738 0.00951977 0.00851581 0.00361802 0.00489779 0.00349182 0.00219829 0.00256705
internal_count=3910 3781 3001 2642 2168 2039 1544 495 281 194 1299
is_linear=0
shrinkage=0.0197145


Tree=2885
num_leaves=12
num_cat=0
split_feature=1 0 15 16 133 15 14 15 47 52 49
split_gain=4.55293e-05 0.000135682 7.63969e-05 0.000122802 6.24583e-05 7.03484e-05 5.15386e-05 9.38519e-05 9.80906e-05 0.000115813 6.24433e-05
threshold=0.076710000000000014 -0.084074999999999997 0.024640000000000006 0.20277000000000003 -0.07712999999999999 0.083185000000000023 -0.13131999999999996 -0.106555 0.09252500000000001 -0.0066199999999999991 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -6 -8 9 10 -9
right_child=4 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.0079811366699458798 0.0058239282471115325 -0.0072280655024879355 0.004747265508989575 0.0025702329324855228 -0.0034018855948778981 -0.0050408795637778506 0.0062133435453687134 0.0026525053037314453 -0.0045280421749862481 0.0063538629276918947 -0.0044658862810075363
leaf_weight=0.0011906252508637107 0.0010097295645095381 0.0010684316949769266 0.0011916309909632272 0.0012806346666105412 0.0010920101708203553 0.0010231853378355618 0.0015478009489687328 0.001057669622023266 0.0014333844549811736 0.0016219228678041363 0.001195438200637315
leaf_count=1009 232 227 571 201 141 391 280 173 181 241 263
internal_value=0 -0.00174935 0.00034621 -0.00188635 0.000792174 0.000225851 0.000903844 0.00158963 0.000241472 0.00200573 -0.00112432
internal_weight=0 0.00473132 0.0035407 0.00234907 0.00998114 0.00897141 0.00794823 0.00685622 0.00530842 0.00387503 0.00225311
internal_count=3910 2008 999 428 1902 1670 1279 1138 858 677 436
is_linear=0
shrinkage=0.0213396


Tree=2886
num_leaves=17
num_cat=0
split_feature=124 12 14 123 12 43 131 13 4 2 157 4 13 0 3 4
split_gain=0.000350761 0.000303334 0.000271473 0.000191242 0.000204502 0.000231484 0.00021311 0.000258899 0.000258467 0.000239209 0.00013555 0.000128643 0.00016787 0.000138103 0.000173477 6.80089e-06
threshold=0.11158000000000001 0.11655500000000001 0.064610000000000015 1.0000000180025095e-35 -0.0089849999999999982 -0.17307499999999998 0.08844500000000001 -0.10023999999999998 -0.23071499999999998 0.099990000000000009 -0.063554999999999987 0.41452500000000009 -1.0000000180025095e-35 -0.10462499999999998 0.096385000000000012 -0.025214999999999998
decision_type=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 -7 -10 12 15 14 -14 -12
right_child=-2 -3 -4 -5 5 6 -8 8 10 -11 11 -13 13 -15 -16 -17
leaf_value=-0.00072572281406568491 0.0010056392715789742 -0.0010244367582675684 -0.00090487343489043198 0.00066255401561687627 0.00072172926958953033 7.8992278435425396e-07 -0.00074396135906978607 -0.00086708421044043413 0.0005769799909276619 0.0010847673809097436 -0.00048587831649008682 -0.00055403153869471944 -0.00034683433548017345 0.00081501548618344202 0.0005435307552280579 -0.00027564513202463898
leaf_weight=0.0012193405893766622 0.0010701191481885591 0.0010134381509074508 0.0010455611113213545 0.0015058543079724462 0.0014969627699652028 0.0013356749977686154 0.0012422528560464838 0.001236825472495629 0.0012230857839083866 0.0013364420669973454 0.0010133587549360466 0.0014689361770376663 0.0015922185143166789 0.0010743438103878646 0.0013079101425208517 0.001006340589676108
leaf_count=214 40 180 131 300 133 105 442 207 310 109 830 87 75 229 73 445
internal_value=0 -5.86809e-05 -7.45198e-06 4.45044e-05 -1.17182e-05 4.50572e-05 -2.81468e-05 4.24536e-05 -9.23181e-05 0.000542934 1.80007e-05 -7.36072e-05 4.41259e-05 0.000260226 5.47056e-05 -0.000381127
internal_weight=0 0.0201185 0.0191051 0.0180595 0.0165537 0.0153344 0.0138374 0.0125951 0.00992302 0.00267212 0.00868619 0.00746311 0.00599417 0.00397447 0.00290013 0.0020197
internal_count=3910 3870 3690 3559 3259 3045 2912 2470 2256 214 2049 1739 1652 377 148 1275
is_linear=0
shrinkage=0.00181146


Tree=2887
num_leaves=14
num_cat=0
split_feature=14 403 403 52 123 12 43 43 4 0 48 2 16
split_gain=0.000203056 0.000154641 0.000150682 0.000125481 0.000198175 0.000186037 0.000274124 0.000176059 0.0002001 0.00019792 9.90077e-05 0.000148653 0.000120881
threshold=0.054835000000000009 0.088015000000000024 -1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 -0.023959999999999995 -0.15109999999999998 -0.078644999999999979 -0.23071499999999998 -0.083674999999999986 0.084500000000000006 0.097940000000000013 -0.09385499999999998
decision_type=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 12 -12 -10
right_child=-2 -3 3 -5 -6 6 7 8 9 -11 11 -13 -14
leaf_value=-0.00059460594108009883 -0.00078827056651159251 -0.00063482913356093743 -0.00061956121670132835 -0.00046392347860505206 0.00080810673778788087 0.00079565029127525138 -0.00048756320257976638 -0.00040808273906745138 0.00068462936932260632 0.00083196385433291975 -0.00049972852557590719 0.00034321404035300555 -3.5353508240654178e-05
leaf_weight=0.0010136010592369923 0.0010154757030032746 0.0010449887425626947 0.0010717698872987494 0.0011106084876395588 0.0013331920881034668 0.0017839465888996016 0.0016623128353986842 0.0016876377505258286 0.001541314771750586 0.0015565889597780446 0.0015065551601528976 0.0011740359512034115 0.00140675361050879
leaf_count=906 147 336 142 305 301 114 625 205 155 357 79 79 159
internal_value=0 2.81017e-05 6.92189e-05 0.000111711 0.00015513 9.01201e-05 0.000151863 4.28487e-05 0.00014222 0.000271473 0.00011647 -0.000130539 0.000341069
internal_weight=0 0.0178933 0.0168483 0.0158347 0.0147241 0.0133909 0.0123191 0.0105352 0.00887289 0.00718525 0.00562866 0.00268059 0.00294807
internal_count=3910 3763 3427 2521 2216 1915 1773 1659 1034 829 472 158 314
is_linear=0
shrinkage=0.00177594


Tree=2888
num_leaves=12
num_cat=0
split_feature=2 52 2 16 15 2 133 12 151 15 13
split_gain=3.94933e-05 9.87718e-05 0.000105147 7.99006e-05 9.44145e-05 7.53317e-05 6.65541e-05 6.58715e-05 0.00011604 0.000198612 5.41893e-05
threshold=0.10946500000000002 0.086950000000000013 0.099015000000000006 -0.17157499999999998 -0.017214999999999998 0.09116500000000001 -1.0000000180025095e-35 0.097345000000000015 -0.024429999999999997 -0.017214999999999998 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 -1 8 -8 -10 -3
right_child=3 10 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0037691990104785039 -0.0018593678936552809 -0.0073862084516137369 0.0061076608952780071 0.00041843247417082548 0.0076709757366905862 -0.0050431489184692285 0.0052814199120407978 0.0055616082082693852 -0.0079951817844823806 0.0027038483127905669 -0.0013468999621401125
leaf_weight=0.0011788147719730066 0.0016369746764570859 0.0010809891842929215 0.001022505674001725 0.0015582510886579619 0.0011770612810027561 0.0011530692311677321 0.0011437463265788041 0.0010791219369453535 0.0011758035502075653 0.0014444039820255511 0.0011407065749722415
leaf_count=499 256 543 279 324 187 288 284 138 341 403 368
internal_value=0 -0.000670597 0.000309092 0.00151808 0.00353935 -0.000517263 0.000349352 0.00135182 0.000144872 -0.00209728 -0.00428539
internal_weight=0 0.0104192 0.00819747 0.00437229 0.00273531 0.00717496 0.00602189 0.00484308 0.00376395 0.00262021 0.0022217
internal_count=3910 3143 2232 767 511 1953 1665 1166 1028 744 911
is_linear=0
shrinkage=0.0193279


Tree=2889
num_leaves=14
num_cat=0
split_feature=403 453 403 16 16 0 16 13 2 16 15 16 15
split_gain=0.000133942 0.000124016 0.000129623 0.000118982 0.00021045 0.000159126 0.000132843 0.000215297 0.000115778 0.000104055 9.49013e-05 8.34196e-05 8.11315e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.088015000000000024 -0.063614999999999991 -0.008069999999999999 -0.084074999999999997 0.10994000000000002 0.11202500000000001 0.089910000000000004 -0.13863999999999996 -0.0039399999999999991 -0.50388999999999984 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 12 10 -2 -7 -8 -10 -6
right_child=1 -3 -4 4 6 9 7 -9 11 -11 -12 -13 -14
leaf_value=-0.00066077990350518875 -0.00026156610364628152 -0.00059075174341009296 -0.00055911521702281986 -0.00067920475767076585 7.032782787702009e-05 0.00028641769595769731 3.9028714207840662e-05 0.00054269988329298715 0.0006928951118351759 0.0011105206302116904 -0.00064177839548229098 8.0637947984254471e-05 0.00077088077417713152
leaf_weight=0.0010322465532431593 0.0018680871572845066 0.0010502945404199928 0.0010631027748888326 0.0014675622116199416 0.001028503221442263 0.0010189171596768081 0.0011529340768712841 0.0012482126016845757 0.0012379906529575969 0.0010748476123507663 0.0017754277441679404 0.0019665803570812035 0.0012506389710438106
leaf_count=930 334 96 342 406 262 150 298 59 132 208 221 229 243
internal_value=0 2.44717e-05 6.4475e-05 0.000108408 -4.7629e-05 0.000280925 9.59455e-05 -9.98495e-05 0.000104038 0.000709476 -0.000373736 0.000317165 0.000454744
internal_weight=0 0.0172031 0.0161528 0.0150897 0.00792328 0.00716642 0.00645572 0.00417657 0.00507266 0.00209376 0.00292836 0.00320457 0.00227914
internal_count=3910 2980 2884 2542 1489 1053 1083 578 695 358 519 361 505
is_linear=0
shrinkage=0.00184769


Tree=2890
num_leaves=12
num_cat=0
split_feature=158 11 457 12 156 15 3 43 16 13 16
split_gain=4.23512e-05 6.21291e-05 6.97547e-05 6.2259e-05 8.23867e-05 7.98625e-05 9.39886e-05 0.000116568 8.91146e-05 0.00010381 7.08685e-05
threshold=0.084965000000000027 0.079700000000000007 -0.0034949999999999994 0.10673000000000001 0.084090000000000012 -0.095799999999999982 -0.078884999999999997 -0.083899999999999988 -0.072804999999999981 -0.0097449999999999985 -0.110495
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 7 -7 -8 -10 -4
right_child=-2 -3 3 -5 -6 6 8 -9 9 -11 -12
leaf_value=-0.0040964231264410634 -0.0038494971272048425 -0.0041885288123467744 0.0021926683737753154 -0.0033601506014610022 -0.003122520075108842 0.0039460767404611479 0.0084397883205252593 -0.004121304692480331 0.0071789995492547659 -0.00037522188454626855 -0.004867041422204752
leaf_weight=0.0010655874817843804 0.0010072570714003562 0.0010822853097569229 0.0011287116894197311 0.0010748437457475208 0.0012558199958873891 0.0014762670171706638 0.0016403891968680556 0.0012237211466928322 0.0011632344884330917 0.0016343554397966866 0.0010034175077483225
leaf_count=294 423 233 226 272 375 321 235 859 303 164 205
internal_value=0 0.000256335 0.00063613 0.00107084 0.0015233 0.00215267 0.00313315 0.000289681 0.00486306 0.00276581 -0.00112976
internal_weight=0 0.0137486 0.0126663 0.0116008 0.0105259 0.0092701 0.00713797 0.00269999 0.00443798 0.00279759 0.00213213
internal_count=3910 3487 3254 2960 2688 2313 1882 1180 702 467 431
is_linear=0
shrinkage=0.0193279


Tree=2891
num_leaves=12
num_cat=0
split_feature=1 0 16 0 159 4 15 1 2 4 16
split_gain=4.26481e-05 0.000115931 7.2951e-05 7.55067e-05 7.11185e-05 7.09751e-05 6.93408e-05 0.000125394 0.000154787 0.000138931 1.93974e-05
threshold=0.076710000000000014 -0.084074999999999997 -0.083564999999999987 0.047345000000000005 0.073745000000000019 -0.08422499999999998 -0.017214999999999998 0.11052000000000002 0.090695000000000012 0.25367000000000006 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 7 8 -7 -9 -8
right_child=4 2 3 -5 -6 6 10 9 -10 -11 -12
leaf_value=-0.0076673977067831757 -0.0051407190308753788 0.005139985650654052 -0.0063575229126573724 0.0013361687036015642 0.0055661707240744285 -0.0020984729658844693 0.0021889182827305844 -0.0093748248883022186 0.0079443441062718046 0.00077855546913272226 0.0063600257272660304
leaf_weight=0.001170863456318348 0.0010816321420688219 0.0010214668713944206 0.0010109774669146523 0.0015025723670094133 0.0012831186896775882 0.001550696458947242 0.0011164117641683374 0.0012031359383205004 0.0013690251063939937 0.0013604589617418434 0.0010025837432049902
leaf_count=1009 284 150 772 77 380 260 312 125 144 233 164
internal_value=0 -0.00173119 0.000234993 -0.00175832 0.000782959 7.62029e-05 0.00081845 -0.000473816 0.00261049 -0.00398659 0.00416244
internal_weight=0 0.00470588 0.00353502 0.00251355 0.00996706 0.00868394 0.00760231 0.00548332 0.00291972 0.00256359 0.002119
internal_count=3910 2008 999 849 1902 1522 1238 762 404 358 476
is_linear=0
shrinkage=0.0217664


Tree=2892
num_leaves=14
num_cat=0
split_feature=14 403 132 403 124 4 15 43 3 52 13 1 4
split_gain=0.000202099 0.000118072 0.000145912 0.000140682 0.000139317 0.000149174 0.000194822 0.000206117 0.000134472 0.000158116 0.000122554 9.63124e-05 0.000145871
threshold=0.020750000000000005 -1.0000000180025095e-35 0.080815000000000012 0.087440000000000004 -0.048219999999999992 -0.23071499999999998 0.083935000000000023 -0.079109999999999986 -0.074234999999999982 1.0000000180025095e-35 -0.083924999999999986 0.11052000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 7 -7 -9 11 -6 12 -10
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00056319165383489453 -0.00079184816784937041 0.00059555604336374024 0.0006288788771638365 -0.00062737255213626581 -3.504134492183329e-07 -0.00054493330498312973 0.0006150779428145079 0.0005970339153392282 -0.00039562850747841761 0.00051538447520563257 -0.00087009447232247222 -0.00057017719522617361 0.0004090753497324611
leaf_weight=0.0010099964898297653 0.0010145744763708003 0.001482591408059516 0.0014266709664085301 0.0010179774760261722 0.001077164091270788 0.0019155163433355457 0.0019436688503238946 0.0015457784646642535 0.0014735873704164121 0.0014420992319075778 0.0010496719635381064 0.0013895551699692615 0.0014831980876546767
leaf_count=906 153 250 249 299 29 657 385 290 105 140 206 131 110
internal_value=0 3.87927e-05 7.40443e-05 2.40111e-05 6.88062e-05 1.0177e-05 9.37383e-05 -1.5812e-05 0.000122381 -4.3726e-06 -0.000429601 -0.000176826 8.03122e-06
internal_weight=0 0.0182575 0.0172475 0.0158208 0.0148028 0.0133202 0.0111934 0.00924973 0.00733422 0.00578844 0.00212684 0.00434634 0.00295679
internal_count=3910 3757 2851 2602 2303 2053 1818 1433 776 486 235 346 215
is_linear=0
shrinkage=0.00181146


Tree=2893
num_leaves=16
num_cat=0
split_feature=14 124 4 157 14 15 457 42 2 2 4 4 16 52 42
split_gain=0.00028936 0.000147399 0.000242239 0.000205586 0.000198191 0.000206527 0.000117746 0.000107771 0.000128839 0.00016291 0.000111622 0.000163307 6.9328e-05 8.13531e-05 4.12668e-05
threshold=0.064610000000000015 0.0049200000000000008 -0.49837999999999999 -0.073574999999999988 -0.13131999999999996 -0.15202999999999997 -0.066264999999999991 -1.0000000180025095e-35 0.11230000000000001 0.086875000000000022 0.074650000000000008 -0.0025899999999999994 -0.110495 -0.07984999999999999 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 14 9 10 11 -9 -11 -14 -8
right_child=-2 -3 3 4 5 6 7 8 -10 12 -12 -13 13 -15 -16
leaf_value=-0.00078578163931193633 -0.00098304210997247725 0.00071781798776981444 0.00068452420486003881 -0.00068800479637609331 0.00082965542642518574 -0.00058988967776442392 -8.0573210422284133e-05 0.00012419127938969389 -0.00031675935815705551 0.00087539876572161751 0.00045599013603121622 -0.00083520998810322072 0.00067971545200751714 6.2857905058552298e-05 -0.00061077123755648075
leaf_weight=0.0012606053869532756 0.0010059277307227213 0.0010181585976001229 0.0015973301763673653 0.0013503186128163919 0.0010793951478832052 0.0011004859517484865 0.0010009868287832978 0.0014761235753763639 0.0018130810875020519 0.0011157480288831664 0.0010186746122250578 0.0010272067597973866 0.0013059884223211721 0.0016546765748660939 0.0010036885204997665
leaf_count=173 138 90 438 116 253 168 263 583 272 132 61 143 153 348 579
internal_value=0 3.40752e-05 -5.02537e-06 5.44671e-05 -1.28676e-05 5.4185e-05 -1.2689e-05 4.29514e-05 0.000125805 0.000231407 -5.96553e-05 -0.000269486 0.000482884 0.000334962 -0.000346029
internal_weight=0 0.0188225 0.0178043 0.0165437 0.0149464 0.0135961 0.0125167 0.0114162 0.0094115 0.00759842 0.003522 0.00250333 0.00407641 0.00296066 0.00200468
internal_count=3910 3772 3682 3509 3071 2955 2702 2534 1692 1420 787 726 633 501 842
is_linear=0
shrinkage=0.00184769


Tree=2894
num_leaves=14
num_cat=0
split_feature=14 403 403 11 3 12 15 15 157 16 0 3 1
split_gain=0.000227965 0.000138277 0.000145397 0.000136876 0.000150982 0.000266938 0.000178896 0.000253124 0.000119849 0.000128542 0.000166658 0.00017203 0.000113872
threshold=0.020750000000000005 0.088015000000000024 -1.0000000180025095e-35 0.08765000000000002 -0.015064999999999997 0.081660000000000024 0.083935000000000023 -0.053579999999999996 -0.028954999999999998 -0.055679999999999993 -0.16443499999999997 0.11265500000000002 0.12293500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -6 10 11 -10 -11
right_child=-2 -3 3 -5 8 6 -8 -9 9 12 -12 -13 -14
leaf_value=-0.00059283882026100315 -0.00084838420029984083 -0.00059207648241529443 0.0010976111741138432 -0.00052868490902197355 0.00059248862247682742 0.000347985950351966 0.00062306721682684797 -0.0007090631522997761 0.00019936423346072921 -0.00064192481428677558 0.00054434171366576553 -0.00072038166722745468 8.682534163002136e-05
leaf_weight=0.0010143935179699809 0.0010210902400918922 0.0010956326668178354 0.0013167183175195616 0.0010159038325934224 0.0010000632874129778 0.001796089705613763 0.0018565474832186526 0.0012682798775680826 0.0017010387332145882 0.0018635869985119333 0.0018062338424599342 0.0010980829332036812 0.0011303489054617366
leaf_count=906 153 334 214 134 116 592 380 442 86 180 244 73 56
internal_value=0 3.15228e-05 7.20293e-05 0.000114573 0.000158617 0.000373174 0.000179332 -8.9505e-05 2.98653e-06 -7.45917e-05 0.000115365 -0.000161448 -0.000366788
internal_weight=0 0.0179629 0.0168673 0.0158529 0.014837 0.00623764 0.00492092 0.00306437 0.00859935 0.00759929 0.00460536 0.00279912 0.00299394
internal_count=3910 3757 3423 2517 2383 1628 1414 1034 755 639 403 159 236
is_linear=0
shrinkage=0.00181146


Tree=2895
num_leaves=12
num_cat=0
split_feature=1 52 52 16 42 48 2 2 2 49 0
split_gain=4.1177e-05 0.000133088 6.68771e-05 8.53598e-05 7.77475e-05 0.000111373 8.32292e-05 9.91486e-05 4.5001e-05 0.000111346 5.37881e-05
threshold=0.10828500000000001 0.11401500000000002 0.091210000000000013 0.10994000000000002 0.086325000000000013 0.086125000000000021 0.090420000000000014 0.084235000000000018 0.114165 0.0052300000000000011 -0.055084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 10 -10 -2
right_child=8 -3 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0036455906354696571 -0.0021880213011649338 -0.0074983222521089413 0.0043977478401795835 -0.0054649090905731302 -0.0047329999654082177 -0.0045002242462023941 0.0070271073786673539 -0.0041307306941490568 0.0084793463352901763 -0.0009539012256827475 0.0034340131105679182
leaf_weight=0.0018590332647333689 0.0018689800994423252 0.0010637103151785879 0.0012220172072339788 0.0012534766084679461 0.0010427542745992642 0.0010726526395113938 0.0012828384874679494 0.0010305109671763708 0.0010142082243502265 0.0010096861635878883 0.0010891353929999049
leaf_count=400 203 501 247 472 591 197 258 506 280 105 150
internal_value=0 -0.000781463 3.38468e-05 -0.000673297 0.000281915 0.00127892 0.00276464 0.000872287 0.00146275 0.00377326 -0.000118069
internal_weight=0 0.00982699 0.00876328 0.00754127 0.00628779 0.00524504 0.00417238 0.00288954 0.00498201 0.00202389 0.00295812
internal_count=3910 3172 2671 2424 1952 1361 1164 906 738 385 353
is_linear=0
shrinkage=0.0201088


Tree=2896
num_leaves=17
num_cat=0
split_feature=14 403 453 16 13 0 0 157 160 1 4 48 13 2 1 13
split_gain=0.000289819 0.000146563 0.000162322 0.000155877 0.000120838 0.000209702 0.00019984 0.000151773 0.000401588 0.00022385 0.000207949 0.000326819 0.000109142 0.000124545 9.84764e-05 8.72323e-05
threshold=0.064610000000000015 0.088015000000000024 1.0000000180025095e-35 -0.50388999999999984 -0.48634999999999995 0.059810000000000009 -0.053834999999999994 -0.077534999999999979 -1.0000000180025095e-35 0.094695000000000015 -0.080874999999999989 0.08407000000000002 -0.057284999999999996 0.095995000000000011 0.11257500000000001 0.0099250000000000015
decision_type=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 -10 -12 -11 -14 -8 -7
right_child=-2 -3 -4 4 5 15 14 8 9 12 11 -13 13 -15 -16 -17
leaf_value=0.00062769330940207701 -0.00095375877550025372 -0.000602979481676868 -0.0006100025305344496 -0.00052968955731510256 0.00079495702079629296 0.0010226538088808819 -0.00089234507529016073 -0.00085316906956239694 0.00058621931614018512 0.001062823990391178 -0.0010856238412086897 0.00018773589499485334 -8.4040685664046687e-05 0.00079472946068302047 -0.00012059360632824322 0.00027370973666961189
leaf_weight=0.0018156130377795362 0.0010090038690781502 0.0010849418374740327 0.0010425785721436256 0.0010415338940553453 0.0010079619846729499 0.001014072770392103 0.0010098849229442132 0.001351780462262424 0.001128611039365401 0.0010412241167297807 0.0011269557404067431 0.0016010205451068987 0.0010800890726449519 0.0010376231362876215 0.0011723955047877087 0.0010272650299940622
leaf_count=222 138 336 97 59 321 86 210 650 456 156 581 158 102 78 143 117
internal_value=0 4.3085e-05 8.3142e-05 0.000127056 6.49706e-05 0.000110515 1.59782e-05 0.0001309 5.09043e-05 0.000225105 -6.77458e-05 -0.000338302 0.000582632 0.000346534 -0.000477734 0.000645762
internal_weight=0 0.0185836 0.0174986 0.016456 0.0146404 0.0135989 0.0115575 0.00937527 0.0083673 0.00701552 0.00385659 0.00272798 0.00315894 0.00211771 0.00218228 0.00204134
internal_count=3910 3772 3436 3339 3117 3058 2855 2502 2181 1531 1195 739 336 180 353 203
is_linear=0
shrinkage=0.00181146


Tree=2897
num_leaves=16
num_cat=0
split_feature=14 403 453 123 12 13 4 13 50 131 160 15 2 3 160
split_gain=0.000172922 0.000152348 0.000142416 0.000128763 0.000189121 0.000275819 0.000175706 0.000257287 0.000194978 0.000225337 0.00014513 0.000162653 0.00021854 0.00013214 0.000115413
threshold=0.020750000000000005 0.088015000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.036459999999999992 0.23436000000000004 -0.23071499999999998 -0.083924999999999986 0.086465000000000014 0.087705000000000019 -0.081299999999999983 0.041585000000000004 0.086915000000000006 -0.078494999999999995 0.088485000000000008
decision_type=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 -8 12 -12 -14 -15
right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 11 -13 13 14 -16
leaf_value=-0.00064307898245807827 -0.00070067450748557383 -0.00059870157302455509 -0.00055063131631835301 0.00061423604959660991 0.00012981025250075089 0.0009398063382173279 0.00092147420797801917 -0.0010235832925055749 -0.00054454093704038305 -0.00051641783734711767 -0.00043882446974302712 0.00067097247401162892 0.00083951438267181901 -0.00024259544767614739 0.00051994928398525341
leaf_weight=0.0010332088056894803 0.0010036637794075811 0.0010639746663747692 0.0010198591728791109 0.0013373782187597648 0.0012611376456339585 0.0010851575280715073 0.001026473989102006 0.0010187675346030904 0.0010813667493692778 0.0010572281466411934 0.0016312840562851165 0.0018101298884057801 0.0010088147740174276 0.0012860707676621884 0.0010509357555018584
leaf_count=168 153 334 97 308 36 99 323 215 516 357 188 605 249 197 65
internal_value=0 2.75896e-05 6.74726e-05 0.000107655 6.0445e-05 0.000115027 4.18581e-05 -0.00038558 0.000139777 0.000223195 0.000323268 0.000232798 7.34374e-05 0.000323195 0.000100316
internal_weight=0 0.0177718 0.0167078 0.015688 0.0143506 0.0133174 0.0122322 0.00227991 0.0099523 0.00887094 0.00781371 0.00678724 0.00497711 0.00334582 0.00233701
internal_count=3910 3757 3423 3326 3018 2850 2751 251 2500 1984 1627 1304 699 511 262
is_linear=0
shrinkage=0.00170698


Tree=2898
num_leaves=16
num_cat=0
split_feature=14 124 123 4 12 13 48 50 2 157 160 43 12 1 0
split_gain=0.000237727 0.000197383 0.000238455 0.000260857 0.000186495 0.000247123 0.00026792 0.000192434 0.000236451 0.000127774 0.000243107 0.00012184 0.000192249 0.000139958 0.000111092
threshold=0.056865000000000006 0.10385500000000002 1.0000000180025095e-35 -0.49837999999999999 -0.0089849999999999982 -0.26418499999999995 0.12649500000000002 0.088425000000000017 0.11542500000000001 -0.077534999999999979 -1.0000000180025095e-35 -0.074254999999999988 0.086935000000000012 0.09112000000000002 -0.077944999999999987
decision_type=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 -7 -11 14 13 -13 -12
right_child=-2 -3 -4 4 5 6 -8 -9 -10 10 11 12 -14 -15 -16
leaf_value=-0.0010121668283713469 -0.00092678073253566211 0.00086405550791802976 0.0007315287840825625 -0.00077258542900400789 0.000924561538160843 0.00062774364758814418 -0.00093359125288594873 -0.00069379279587105313 0.00093966403173485747 -0.00087651069755040095 1.8000715398524742e-05 0.00046967304665033186 -0.00074723983856871828 -0.00030195325686187778 0.0007282463961533832
leaf_weight=0.001032273665513366 0.0010017931382316067 0.0010027853141129873 0.0014694541315676468 0.001117839531616825 0.0010858393420129708 0.0011839102687264307 0.0011099695407863061 0.0011643297519358256 0.0011849265155869761 0.001134229200774107 0.0016854720557829966 0.0018904227009620385 0.0013143372913640931 0.0016071206182923098 0.0015736294301950957
leaf_count=156 144 49 297 206 89 206 97 562 231 481 290 255 630 90 127
internal_value=0 3.33436e-05 -1.15544e-05 -7.54684e-05 -1.52312e-05 4.14575e-05 -2.7786e-05 5.11421e-05 0.000126081 3.32885e-05 -4.31662e-05 7.39451e-05 -0.000120435 0.000115111 0.000360937
internal_weight=0 0.0195565 0.0185538 0.0170843 0.016052 0.0149342 0.0138483 0.0127384 0.011574 0.0103891 0.00920521 0.00807098 0.00481188 0.00349754 0.0032591
internal_count=3910 3766 3717 3420 3264 3058 2969 2872 2310 2079 1873 1392 975 345 417
is_linear=0
shrinkage=0.00192234


Tree=2899
num_leaves=13
num_cat=0
split_feature=4 0 52 12 52 49 151 16 15 15 12 48
split_gain=4.16397e-05 7.55282e-05 0.000106406 8.07064e-05 7.99795e-05 6.34909e-05 0.000102147 8.13141e-05 8.17508e-05 0.000102597 5.39315e-05 2.80403e-05
threshold=-0.49837999999999999 -0.017269999999999997 -0.27466499999999994 0.091650000000000023 -0.081429999999999989 -0.07107999999999999 -0.083274999999999988 -0.50388999999999984 -0.10981499999999998 -0.074174999999999977 0.086865000000000012 0.08407000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 11 -6 -7 -8 -9 -10 -11 -4
right_child=1 3 4 -5 5 6 7 8 9 10 -12 -13
leaf_value=-0.0035944369830149146 -0.0063194969950040487 0.00761237723425001 0.0014010870943689203 -1.7114544954056774e-05 -0.0047612309618944044 -0.0056338927408075773 0.0059823222396336532 -0.0037885891060489797 0.0063574841429432493 -0.0028599089844047916 0.0025083845089395461 0.005941711429226039
leaf_weight=0.0011301060562361265 0.0010144098751986861 0.0010009461544785792 0.0010115655059744809 0.0010733861045723048 0.0011721588123122205 0.0010134068965785776 0.0010172305860797282 0.0015145818995848607 0.0011494417928764851 0.0015824335365295953 0.0012524038824717233 0.0010207516154429885
leaf_count=176 317 176 268 108 187 217 185 299 331 459 1020 167
internal_value=0 0.000264299 -0.000336036 0.00366441 0.000229429 -0.000576858 7.45467e-05 0.000962345 3.37023e-05 0.00148671 -0.000488249 0.00368166
internal_weight=0 0.0138227 0.0117484 0.00207433 0.010734 0.00870166 0.0075295 0.00651609 0.00549886 0.00398428 0.00283484 0.00203232
internal_count=3910 3734 3450 284 3133 2698 2511 2294 2109 1810 1479 435
is_linear=0
shrinkage=0.0193279


Tree=2900
num_leaves=16
num_cat=0
split_feature=14 403 403 123 1 50 48 1 47 159 3 52 150 4 1
split_gain=0.000310152 0.000207819 0.000357335 0.000201728 0.000169262 0.000316639 0.000235003 0.000174175 0.000362247 0.000307486 0.000160926 0.000128863 0.000118924 0.000129443 0.000118671
threshold=0.064610000000000015 0.088015000000000024 0.019620000000000002 1.0000000180025095e-35 0.14000500000000002 0.082310000000000008 0.11930500000000001 0.11198000000000001 0.084155000000000021 0.090705000000000022 -0.115685 0.084890000000000007 0.088380000000000014 -1.0000000180025095e-35 0.077800000000000022
decision_type=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 -1 12 13 14 -12
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00055558384991924881 -0.00098398790002056087 -0.00070195746620869211 0.0011310869723858163 0.00063127074292191612 0.00067119594653165316 -0.00098474426281304072 -0.00083713562830025126 0.0011256010677119543 -0.00025705852578983339 -0.00097302127268741965 8.817863560871965e-05 -0.00047058779113724118 -0.00045147329422482834 -0.00011842076460195373 0.00091431765964723884
leaf_weight=0.001742892166602175 0.0010244259578455475 0.0011694060051329223 0.0010135987394446965 0.0016298796961153354 0.0010314372341830745 0.0011875398085239306 0.0010385517642139278 0.0013464389439892541 0.0011552646175054804 0.0010534269459298766 0.0011057149968494583 0.0018458803370314057 0.0010831068052103432 0.001979001602592264 0.001178849073130088
leaf_count=169 138 336 141 312 99 569 74 160 80 221 366 662 167 282 134
internal_value=0 3.85052e-05 8.55866e-05 2.46061e-05 -3.81818e-05 -8.78995e-05 -9.17759e-06 5.96645e-05 0.000487101 -4.73866e-05 6.17393e-05 -5.79286e-05 8.45375e-05 0.000220704 0.000514471
internal_weight=0 0.019561 0.0183916 0.017378 0.0157481 0.0147167 0.0135291 0.0124906 0.0025017 0.00998887 0.00893544 0.00719255 0.00534667 0.00426357 0.00228456
internal_count=3910 3772 3436 3295 2983 2884 2315 2241 240 2001 1780 1611 949 782 500
is_linear=0
shrinkage=0.00181146


Tree=2901
num_leaves=12
num_cat=0
split_feature=133 376 1 12 15 52 3 3 12 2 2
split_gain=4.44161e-05 7.49755e-05 8.11808e-05 8.83442e-05 9.42984e-05 0.000130003 0.0001672 0.000178399 0.000129548 0.000104238 6.22094e-05
threshold=0.10599500000000002 0.048375000000000008 0.12864500000000004 0.099370000000000014 -0.095799999999999982 -0.11271999999999999 0.096385000000000012 -0.082139999999999977 0.086765000000000023 0.091025000000000009 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 7 8 -7 -1 -9
right_child=-2 -3 -4 -5 5 6 -8 10 -10 -11 -12
leaf_value=-0.0076624801335403326 -0.0039213256930029942 0.0048633250206776401 0.0039996862769552371 -0.0053507563082195115 -0.0050392111159200791 5.7243606059240243e-05 0.0086293637913338449 -5.7757810466708573e-05 0.0089864307697620598 -0.00017367185111668928 -0.0066648006722932977
leaf_weight=0.0011138197045448949 0.0010192091831755018 0.0012064965419283169 0.0015289218918033498 0.0013677311261119573 0.0010753572767829627 0.0013256300507362628 0.0012219910070250251 0.0010211489786665414 0.0011196647641884133 0.0018436489036067621 0.001112217673079216
leaf_count=215 557 180 258 331 425 454 122 281 442 228 417
internal_value=0 0.000258429 -0.000178 -0.000748238 -0.000108077 0.00113322 0.0022775 0.000582263 0.00414579 -0.00299405 -0.0035023
internal_weight=0 0.0139366 0.0127301 0.0112012 0.00983348 0.00687601 0.00580065 0.00457866 0.00244529 0.00295747 0.00213337
internal_count=3910 3353 3173 2915 2584 2141 1716 1594 896 443 698
is_linear=0
shrinkage=0.0193279


Tree=2902
num_leaves=12
num_cat=0
split_feature=1 0 15 16 133 15 1 12 160 51 48
split_gain=4.0919e-05 0.000101803 6.19416e-05 0.000121424 5.82095e-05 8.54635e-05 4.77134e-05 8.73782e-05 0.000120909 9.31995e-05 0.000183321
threshold=0.076710000000000014 -0.084074999999999997 0.024640000000000006 0.20277000000000003 -0.07712999999999999 0.083185000000000023 0.086915000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090935000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -6 -8 -9 10 -10
right_child=4 2 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=-0.0070949563093148909 0.0055548039047851033 -0.0071369121796589878 0.004101654901188849 0.0025782574458330758 0.0052739412580866916 -0.0055189862224056408 0.0049582973982809945 -0.006364922885779117 0.0030715329312657616 0.0065133803433822914 -0.0075751406316786505
leaf_weight=0.0011797317363695194 0.0010275269304422232 0.0010792740806010877 0.0011935038806653413 0.0012813784472183827 0.0010134783832462758 0.0010533602640936399 0.0014640941188619749 0.0013848472633575821 0.0019718633404264474 0.0010215321683965106 0.0011755236567141947
leaf_count=1009 232 227 571 201 160 391 374 226 318 94 107
internal_value=0 -0.00166328 0.000139662 -0.00186345 0.000740662 0.000196157 0.000945734 0.000320679 -0.000901898 0.00091283 -0.000904914
internal_weight=0 0.00473389 0.00355416 0.00236065 0.0101122 0.0090847 0.00803134 0.00701786 0.00555377 0.00416892 0.00314739
internal_count=3910 2008 999 428 1902 1670 1279 1119 745 519 425
is_linear=0
shrinkage=0.0213396


Tree=2903
num_leaves=16
num_cat=0
split_feature=14 403 403 123 13 13 4 48 50 2 150 52 47 4 49
split_gain=0.000379294 0.000194936 0.000379186 0.000137738 0.000218364 0.000393594 0.000230139 0.000239165 0.000341913 0.000255229 0.000157651 0.000102338 8.73894e-05 0.000133889 0.000125939
threshold=0.073890000000000011 0.088015000000000024 0.03138500000000001 1.0000000180025095e-35 -0.49820499999999995 -0.23438999999999996 -0.23071499999999998 0.11930500000000001 0.082310000000000008 0.11542500000000001 0.090695000000000012 0.084890000000000007 0.09252500000000001 0.05309500000000001 -0.0090499999999999973
decision_type=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 12 13 14 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00078689443587166678 -0.0010222304745942505 -0.0006277209781544136 0.0010601032382681779 0.00048059405923367107 0.00095644291382929517 -0.00062347658310865216 0.00060778428262317204 -0.0007465262362928237 -0.00083906366920278891 0.00096282936854654431 -0.00045628567760846745 -0.00030911725417295712 -3.7796522716557838e-05 0.00075551008060899467 -8.4397416290561103e-05
leaf_weight=0.0010026977012919892 0.0010037933798087767 0.0011802868783470392 0.0010309930608293624 0.0016249718748156039 0.0011595730815372055 0.0017626796802217579 0.001173857930885318 0.0010344441538311039 0.0010004093382427999 0.0010616270731946655 0.0012499023785888163 0.0010271409604836815 0.0019923772518469531 0.0017090774916438262 0.001974343627266892
leaf_count=44 135 336 123 312 105 234 89 86 519 218 200 630 181 186 512
internal_value=0 3.20011e-05 7.34102e-05 1.61735e-05 -3.05607e-05 1.95121e-05 -5.81692e-05 2.33526e-05 9.4531e-05 0.000186202 9.58642e-05 0.00018348 0.000257348 0.000378411 0.000173694
internal_weight=0 0.0199844 0.0188041 0.0177731 0.0161481 0.0151454 0.0139859 0.0122232 0.0111887 0.0101883 0.0091267 0.0078768 0.00684966 0.00485728 0.0031482
internal_count=3910 3775 3439 3316 3004 2960 2855 2621 2535 2016 1798 1598 968 787 601
is_linear=0
shrinkage=0.00167351


Tree=2904
num_leaves=11
num_cat=0
split_feature=49 151 151 4 42 2 1 2 15 52
split_gain=4.23285e-05 0.000112122 9.34077e-05 0.000122615 0.000113526 0.000100195 5.8937e-05 7.30346e-05 7.77045e-05 3.79681e-05
threshold=-0.047894999999999993 -0.039414999999999999 -0.03268999999999999 0.40359500000000004 0.091955000000000023 0.11339500000000001 0.095575000000000007 0.086650000000000019 0.083935000000000023 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 -4 -9
right_child=2 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=0.0062180341994547798 -0.0055277321337282755 -0.0011447721727348072 -0.0065037032396776462 0.0056620726858627526 -0.0061412512062168807 -0.0054682738920434409 0.0042277026187896799 0.0045102727681027212 0.0011117793211437325 -0.00012199300347329778
leaf_weight=0.0013843276649947514 0.0013183659745198443 0.0019170383910298841 0.0010806497568202752 0.0013172007171207917 0.0013103784952251717 0.0010640087907783091 0.0016881850044821942 0.0012968658298198538 0.0010050596138204727 0.0014640937453430673
leaf_count=250 388 255 319 300 625 175 247 390 530 431
internal_value=0 0.0019426 -0.000588854 4.78528e-05 -0.00078219 0.000141948 0.00105541 -4.95622e-05 -0.00283396 0.00205385
internal_weight=0 0.00330137 0.0115448 0.0102264 0.00890924 0.00759886 0.00653485 0.00484667 0.00208571 0.00276096
internal_count=3910 505 3405 3017 2717 2092 1917 1670 849 821
is_linear=0
shrinkage=0.0197145


Tree=2905
num_leaves=17
num_cat=0
split_feature=14 403 403 3 3 43 42 457 2 12 0 3 14 1 1 52
split_gain=0.000206939 0.000152648 0.000323949 0.000178418 0.000146759 0.000163377 0.000310209 0.00013693 0.000130621 0.000138274 0.000106995 0.000258256 0.000199546 9.73916e-05 0.000165279 5.63498e-05
threshold=0.064610000000000015 0.088015000000000024 0.019620000000000002 -0.16059999999999997 -0.078669999999999976 -0.044024999999999988 -1.0000000180025095e-35 -0.0034949999999999994 0.086875000000000022 0.089445000000000011 -0.10071499999999999 0.13772500000000001 -0.13131999999999996 0.094695000000000015 0.11215000000000001 -0.023079999999999996
decision_type=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 12 -12 -9 -14 -15 -8
right_child=-2 -3 -4 4 5 7 15 10 9 -11 11 -13 13 14 -16 -17
leaf_value=0.00071295218806598682 -0.00080500677173464292 -0.00061342626073403541 0.0010684722994040879 -0.00068435636830520264 -0.0003764745612146382 -0.00068741242782731523 0.0011422386706986701 -0.00052354907228494192 0.00042489447909813523 -0.00045359898357772896 -0.00084459257188474379 0.00033216257176525189 6.5622297781742369e-05 0.001151669425723086 0.00012698051271807157 0.00053621530610680401
leaf_weight=0.0011086791095857541 0.0010290445829704278 0.0011412311153655734 0.0010060986926751217 0.0018742081382811526 0.001041472007012767 0.0010124418322992055 0.001013652973512756 0.0010656186002587775 0.0011016321235080371 0.0012607962663432381 0.0012939304995039282 0.0011611653197903041 0.0019251359176174635 0.0010182567277103871 0.0010482817518385409 0.0010003065205432034
leaf_count=170 138 336 141 830 81 64 228 57 451 355 387 67 102 64 99 340
internal_value=0 2.89502e-05 6.98332e-05 1.04716e-05 -3.87685e-05 6.67728e-05 0.000426167 -6.20398e-05 -0.000327251 -4.39457e-05 2.22414e-05 -0.000288033 0.000172866 0.000358781 0.000631881 0.000841235
internal_weight=0 0.0190729 0.0179317 0.0169256 0.0158169 0.0115803 0.00305543 0.00852483 0.00423664 0.00236243 0.00751239 0.0024551 0.00505729 0.00399167 0.00206654 0.00201396
internal_count=3910 3772 3436 3295 3125 1489 649 840 1636 806 776 454 322 265 163 568
is_linear=0
shrinkage=0.00181146


Tree=2906
num_leaves=11
num_cat=0
split_feature=158 41 4 0 52 16 160 133 0 15
split_gain=3.91066e-05 5.56208e-05 6.81059e-05 9.21094e-05 8.42629e-05 0.00011225 7.3465e-05 6.57803e-05 0.000107553 0.000167008
threshold=0.085745000000000002 1.0000000180025095e-35 -0.49837999999999999 -0.017269999999999997 -0.24456499999999998 0.011450000000000002 -1.0000000180025095e-35 -0.0023199999999999996 -0.18901999999999997 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9 -10
right_child=-2 -3 3 -5 5 -7 7 8 9 -11
leaf_value=-0.0045018131214683626 -0.0039290364170026645 -0.0043574113423179954 -0.0048654851593547821 0.0056139849823617872 -0.0039792555244640626 0.0062857001273410916 -0.00363196484459344 -0.0021151636792317401 0.0085702134334726711 -0.00069110112857572034
leaf_weight=0.0010053102966877088 0.0010071958139061038 0.0010181225682164294 0.0011598320316824695 0.0016129599806791782 0.0015427437699009304 0.0014272338473141181 0.0010517739621023906 0.0017396727765823846 0.0017326817707084704 0.0015536791042399102
leaf_count=157 410 194 321 210 693 254 666 125 356 524
internal_value=0 0.000257013 0.000623307 0.00105919 0.000339457 0.00100668 1.7982e-05 0.00103261 0.00200874 0.00419178
internal_weight=0 0.013844 0.0128259 0.0118206 0.0102076 0.00904779 0.00762055 0.00607781 0.00502603 0.00328636
internal_count=3910 3500 3306 3149 2939 2618 2364 1671 1005 880
is_linear=0
shrinkage=0.020511


Tree=2907
num_leaves=12
num_cat=0
split_feature=47 123 50 1 484 457 151 4 3 15 52
split_gain=3.92577e-05 8.98824e-05 0.000109603 9.99727e-05 7.30618e-05 6.50765e-05 9.30726e-05 0.000125429 0.000106895 6.77311e-05 4.63557e-05
threshold=0.13177500000000003 1.0000000180025095e-35 0.088425000000000017 0.12485500000000001 0.084225000000000008 0.082870000000000013 -0.0080899999999999982 0.15045000000000003 -0.084014999999999992 -0.059484999999999989 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 10 -10 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0086410272096490229 -0.0044730432135987614 0.0066483020180684834 -0.0075968409350000536 0.0074363451151045826 0.0046435994881678195 0.0030365115407834883 -0.0022121206658300492 0.0049503806049340446 -0.0011191791632524219 -0.0087514855934371135 0.0048052484982254017
leaf_weight=0.0010201839217580918 0.001025805928325592 0.0011373677855976245 0.0010391673392095889 0.0010195234253537839 0.0014389893375169058 0.0017347611910426752 0.0010781459331435485 0.0015115124759232813 0.0010351580100281684 0.0017143549402126434 0.0010140264239118352
leaf_count=168 84 321 632 199 338 168 511 175 367 684 263
internal_value=0 0.000304989 -0.00026734 0.000391154 -0.000289859 -0.00106929 -0.00203528 -0.000974542 -0.00282423 -0.00587802 0.00118903
internal_weight=0 0.0137432 0.0126058 0.0115667 0.0105471 0.00910814 0.00737338 0.0063532 0.00484169 0.00274951 0.00209217
internal_count=3910 3826 3505 2873 2674 2336 2168 2000 1825 1051 774
is_linear=0
shrinkage=0.0235607


Tree=2908
num_leaves=15
num_cat=0
split_feature=124 4 14 157 0 14 43 457 48 0 2 12 43 52
split_gain=0.000179915 0.000229878 0.000167299 0.000207986 0.000205182 0.000151815 0.000169112 0.000191893 0.000178443 0.000282959 0.000238131 0.000234542 0.000141464 0.000131742
threshold=0.08919500000000001 -0.49837999999999999 0.020750000000000005 -0.073574999999999988 0.047345000000000005 -0.13131999999999996 0.0033500000000000005 -0.066264999999999991 0.11930500000000001 -0.10575999999999998 0.10274500000000002 0.08401500000000002 -0.079109999999999986 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 9 10 13 -11 -13 -9
right_child=-2 2 -4 4 -6 6 -8 8 -10 11 -12 12 -14 -15
leaf_value=-0.00079488171562662544 0.00072644716257434122 0.00066724290265510037 -0.00071089782843184574 -0.00068430677169334451 0.00058093488976287998 -0.00070487046802806001 -0.00063531624116375707 -0.00021247279732884087 -0.00058312586209495953 -0.00068506069374829138 0.0012711829982706216 -0.00017227362108991856 0.00053873483034035249 0.00063776195533095631
leaf_weight=0.0012795082761577403 0.0010230960490728016 0.0015885479774735796 0.0010230506819904608 0.0012993018445114435 0.0016506939831884811 0.0010197360571616758 0.001358085505275876 0.0010447873175574579 0.0010540481595360052 0.0014480837470360265 0.0011590140799192543 0.001876184820008932 0.0017984179495377707 0.0013984257725456481
leaf_count=173 76 440 153 111 138 163 557 54 84 304 162 538 870 87
internal_value=0 -5.33737e-05 1.73268e-07 4.3746e-05 -2.18175e-05 -9.57588e-05 -3.28555e-05 4.29122e-05 0.00012089 0.000205941 0.000594963 -6.76153e-05 0.000175707 0.000274177
internal_weight=0 0.0189979 0.0177184 0.0166953 0.0151068 0.0134561 0.0121568 0.0107987 0.00977896 0.00872491 0.00360223 0.00512269 0.0036746 0.00244321
internal_count=3910 3834 3661 3508 3068 2930 2819 2262 2099 2015 303 1712 1408 141
is_linear=0
shrinkage=0.00181146


Tree=2909
num_leaves=15
num_cat=0
split_feature=403 403 453 16 484 484 13 457 42 43 0 52 52 15
split_gain=0.000136332 0.000115334 0.000116225 0.000109055 0.000104664 0.000112423 0.000167068 0.000139798 0.000110655 0.000113755 0.000152761 0.00017808 0.000138127 0.000123071
threshold=-1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 -0.50388999999999984 0.087495000000000017 -1.0000000180025095e-35 -0.42334499999999992 0.091610000000000011 -0.10770999999999999 -0.074254999999999988 -0.053834999999999994 0.0033900000000000002 -0.048794999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8 13 11 12 -11 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00067532254628329487 0.00056732867756489273 -0.0005800734333836796 -0.00054703473657335359 -0.00048020527257842266 -0.00053466955661349508 -0.00050382754714976905 -0.0002562300731713644 -0.00041232343881484538 0.00028462362052856366 0.00060806869015994787 -0.00035876141197689452 0.001040076299872339 -0.00032925828828426915 0.0010019106733565133
leaf_weight=0.00105078243812345 0.0016197729068002766 0.0010540056219158897 0.0010367819025514083 0.0010937739781263717 0.0010070768160798946 0.0012293897372611358 0.0010881609325042911 0.0010708025280425923 0.0016871992097546983 0.0010395248962794968 0.0012907486510651545 0.001065584011100025 0.001206546508475779 0.0017114834430154323
leaf_count=930 209 343 95 503 280 60 104 68 438 134 230 173 190 153
internal_value=0 2.39515e-05 6.338e-05 0.000105264 4.97839e-05 9.69344e-05 0.000152359 0.00023176 0.000307639 0.000384326 0.000191216 0.000405575 0.000104555 0.00064583
internal_weight=0 0.0172009 0.0161468 0.0151101 0.0134903 0.0124832 0.0113894 0.0101601 0.00908925 0.00800109 0.0046024 0.00331166 0.00224607 0.00339868
internal_count=3910 2980 2637 2542 2333 2053 1550 1490 1422 1318 727 497 324 591
is_linear=0
shrinkage=0.00188464


Tree=2910
num_leaves=14
num_cat=0
split_feature=14 403 123 133 12 48 160 474 4 1 1 4 4
split_gain=0.000181354 0.000141061 0.000134076 0.000208669 0.000155003 0.000208634 0.000190091 0.000441486 0.000184018 0.000135395 0.000103025 8.22336e-05 8.85182e-05
threshold=0.020750000000000005 0.088015000000000024 1.0000000180025095e-35 -0.07712999999999999 -0.023959999999999995 0.11930500000000001 -1.0000000180025095e-35 0.080165000000000014 0.074650000000000008 0.090820000000000012 0.10937500000000001 -0.056579999999999991 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 11 -10 12 -8
right_child=-2 -3 -4 4 5 -7 8 -9 10 -11 -12 -13 -14
leaf_value=0.0006820879823114601 -0.00075074748385513918 -0.00060318568677093234 0.00059406005660235582 -0.0007245760102917193 -0.00096870552319004916 -0.00069887037339386637 0.00012789062462819912 0.00056635569306826635 0.0002730745196664088 -0.00036102603047471533 0.00096267354004300146 -8.8060891323136982e-05 0.00079474255461455391
leaf_weight=0.0014555629111629746 0.0010056924483429963 0.0010548794559049916 0.0015135683476609372 0.0010032332468982814 0.001524294563877684 0.0012200246244587184 0.0015253663004639591 0.0010303523049479749 0.0015447754164001071 0.001944277899310759 0.001316952838001359 0.0017946754551387456 0.0011423425851300809
leaf_count=417 153 334 318 139 611 107 47 249 146 380 75 406 528
internal_value=0 3.96057e-05 7.94558e-05 2.9211e-05 -3.84441e-05 1.43311e-05 8.79267e-05 -0.000349577 0.000208516 3.7925e-05 0.000590424 0.000211749 0.000413444
internal_weight=0 0.0180703 0.0170154 0.0155019 0.0140463 0.0130431 0.011823 0.00255465 0.00926839 0.00640666 0.00286173 0.00446238 0.00266771
internal_count=3910 3757 3423 3105 2688 2549 2442 860 1582 1361 221 981 575
is_linear=0
shrinkage=0.00181146


Tree=2911
num_leaves=17
num_cat=0
split_feature=403 403 453 11 484 4 15 42 43 16 15 42 49 15 2 0
split_gain=0.000158367 0.000147512 0.000136072 9.77621e-05 0.000143748 0.000160263 0.000100888 0.000104842 0.000282273 0.000146647 0.000232761 0.000122008 0.000165015 0.000125151 0.000116059 9.28871e-06
threshold=-1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 0.08765000000000002 0.087495000000000017 0.27223000000000003 -0.095799999999999982 -0.09602999999999999 -0.15109999999999998 0.15737500000000001 -0.0039399999999999991 0.085330000000000003 -1.0000000180025095e-35 -0.07052499999999999 0.096970000000000015 -0.11991499999999998
decision_type=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 -8 -9 11 -11 12 13 -10 -14 -2
right_child=1 -3 -4 -5 -6 -7 7 8 9 10 -12 -13 14 -15 -16 -17
leaf_value=-0.00069994509233999003 -0.00034443065109167396 -0.00063431990186878489 -0.00057329485919670295 -0.00043744672786379872 -0.0005111865945556539 0.00091778082057432972 -0.00031441159364686887 0.0012172696478613169 0.00049768966968973959 0.00041439106695749479 -0.00077878495097993112 -0.00024233186738884901 0.0004529766734049715 -0.00040570886689360802 0.0012386054193136555 -9.8023821620677858e-05
leaf_weight=0.0010734608258217348 0.001023936866167037 0.0010669776028059989 0.001035956484234323 0.0010081806879122671 0.0010182297887159188 0.0010070039746330152 0.0010904821929967031 0.0010013748201167559 0.0010979254163641719 0.0010428827527594747 0.0012008929420247744 0.0010398756806805172 0.0016568463004957802 0.0010006731969196218 0.001048006436756399 0.0010660574860882977
leaf_count=930 90 343 95 158 287 277 132 63 90 186 112 459 289 155 90 154
internal_value=0 3.13023e-05 7.47709e-05 0.000118644 0.000157866 0.00020918 0.00015102 0.000226942 0.000291897 0.000177313 -0.00022421 0.000331494 0.000455719 6.69228e-05 0.000757372 -0.000218744
internal_weight=0 0.0174053 0.0163383 0.0153024 0.0142942 0.013276 0.012269 0.010179 0.00908848 0.0080871 0.00224378 0.00584333 0.00480345 0.0020986 0.00270485 0.00208999
internal_count=3910 2980 2637 2542 2384 2097 1820 1576 1444 1381 298 1083 624 245 379 244
is_linear=0
shrinkage=0.00184769


Tree=2912
num_leaves=12
num_cat=0
split_feature=2 40 4 13 42 47 4 151 16 15 3
split_gain=4.04719e-05 0.000102601 9.13902e-05 0.000128498 0.000125834 0.000120067 0.000257724 0.000115542 7.06e-05 8.76533e-05 6.50904e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.08422499999999998 -0.0030249999999999995 -0.089024999999999979 0.09252500000000001 0.05309500000000001 -0.0074049999999999993 -0.17157499999999998 -0.017214999999999998 -0.078494999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -2 -10 -9
right_child=8 2 4 -5 5 -7 -8 10 9 -11 -12
leaf_value=-0.0064383905210297909 -0.0018406771078992993 0.0015279028091319206 0.007449690798389445 -0.0089251143839029438 0.0028575137111535721 -0.0064149507820768416 0.0096518861153080445 -0.0011088666131274624 0.00044914099294422825 0.0081110503910620507 -0.0087544206692648733
leaf_weight=0.0012684514158507751 0.0016243405513522635 0.0010442805337222759 0.0012143483246861335 0.0010992563323771964 0.0015290903221609623 0.0011108038941597771 0.0012622025779866868 0.0010196580531583329 0.0015722092778045348 0.0011980622652572183 0.0010086999042117737
leaf_count=266 256 298 178 350 287 247 275 804 324 187 438
internal_value=0 -0.000745555 3.1881e-05 -0.00383265 0.00119129 -9.0207e-05 0.00136748 -0.00157187 0.00169157 0.0037627 -0.00491099
internal_weight=0 0.0105568 0.00928834 0.00214354 0.0071448 0.00593045 0.00481965 0.00355745 0.00439461 0.00277027 0.00202836
internal_count=3910 3143 2877 648 2229 2051 1804 1529 767 511 1242
is_linear=0
shrinkage=0.0213396


Tree=2913
num_leaves=15
num_cat=0
split_feature=403 403 453 16 16 16 13 2 43 0 16 16 51 4
split_gain=0.00014031 0.000144056 0.000122975 0.000121044 0.000203705 0.000139724 0.000174774 0.000147115 0.000219447 0.000115143 0.00010749 8.45991e-05 7.51925e-05 2.16379e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 -0.063614999999999991 -0.008069999999999999 0.050115000000000007 0.11202500000000001 0.11260500000000001 -0.073139999999999983 -0.084074999999999997 -0.50388999999999984 -0.110495 0.077145000000000005 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 -6 7 8 -7 10 -2 -11 -12 -14
right_child=1 -3 -4 4 5 6 -8 -9 -10 11 12 -13 13 -15
leaf_value=-0.00066642208298081196 0.00056045040031688748 -0.00063240335639004976 -0.00054509011659064515 -0.00066884236000321594 0.00058759698861174359 9.3491773736876995e-05 0.00054338405318358498 0.00030685803778753376 -0.00097267833131304117 0.00028891826393452613 -0.00034721864463609965 0.0010416388519861397 9.2839856372029337e-06 0.00038532894112919426
leaf_weight=0.0010587393605156819 0.0014649872093187737 0.0010626872356865975 0.0010387658311793438 0.0014554389165321469 0.0015137650563196332 0.0012080539038656153 0.0012615786500681167 0.0011333473540309502 0.0014503338919876654 0.001038471947416651 0.0015108573622386414 0.0010012072613539357 0.0010645576811676386 0.0010257200729790888
leaf_count=930 179 343 95 406 332 245 64 163 279 158 326 200 150 40
internal_value=0 2.65701e-05 6.98855e-05 0.000112112 -4.3433e-05 9.51743e-05 -5.23353e-05 -0.000250542 -0.000488178 0.000287724 0.000138484 0.000658403 -3.3177e-05 0.000193813
internal_weight=0 0.0172298 0.0161671 0.0151283 0.00802252 0.00656708 0.00505331 0.00379174 0.00265839 0.0071058 0.00506612 0.00203968 0.00360114 0.00209028
internal_count=3910 2980 2637 2542 1489 1083 751 687 524 1053 695 358 516 190
is_linear=0
shrinkage=0.00184769


Tree=2914
num_leaves=13
num_cat=0
split_feature=1 0 13 13 52 52 133 16 0 1 0 1
split_gain=4.14812e-05 0.000110343 6.40338e-05 5.8077e-05 5.66223e-05 0.000134175 8.11835e-05 0.000100871 0.000154929 0.000114689 0.000210055 0.000136779
threshold=0.076710000000000014 -0.084074999999999997 0.083175000000000013 -0.083924999999999986 -0.27466499999999994 -0.091329999999999981 -0.036599999999999987 -0.055679999999999993 -0.099864999999999995 0.090905000000000014 -0.19631499999999999 0.11368000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -7 9 -9 -8 -11 -12
right_child=4 2 -4 -5 5 6 7 8 -10 10 11 -13
leaf_value=-0.0071632836330573716 -0.0039817225769380763 0.0014323117153830665 0.0045190327995812849 -0.0049336050301493403 0.0081236897224490432 0.0057091568269840298 0.0069799689480833458 0.0014217883106826363 -0.0098364162327934448 -0.007920960794183713 -0.0016315330971762277 0.0081545476812872573
leaf_weight=0.0011877670607145013 0.0010062421038437219 0.0013087781484593386 0.0010567924314298927 0.0012046232442762747 0.0010933193445910013 0.0010591047369611717 0.0011362652760283647 0.0010548016840873087 0.0010857095727706103 0.0011762662134519051 0.001385717482224266 0.001138940570088523
leaf_count=1009 208 125 135 739 217 242 180 109 359 104 225 258
internal_value=0 -0.00163961 0.000198063 -0.00161875 0.000728334 0.00124743 0.000311996 -0.000507208 -0.0042886 0.0011661 -0.000618888 0.00278323
internal_weight=0 0.00475796 0.00357019 0.0025134 0.0101364 0.00913012 0.00803681 0.0069777 0.00214051 0.00483719 0.00370092 0.00252466
internal_count=3910 2008 999 864 1902 1694 1477 1235 468 767 587 483
is_linear=0
shrinkage=0.0209212


Tree=2915
num_leaves=12
num_cat=0
split_feature=42 43 0 1 16 14 2 13 49 16 3
split_gain=4.17254e-05 8.1013e-05 0.000106525 0.000115333 9.42573e-05 7.55341e-05 0.000102682 0.000119477 0.000109996 8.28336e-05 6.13607e-05
threshold=-0.10770999999999999 -0.053009999999999995 -0.077944999999999987 0.090820000000000012 0.15737500000000001 -0.076254999999999989 0.089910000000000004 -0.003375 -0.010424999999999999 -0.19424999999999998 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 -7 -8 -10 -4
right_child=1 4 10 -5 -6 6 8 -9 9 -11 -12
leaf_value=-0.0036703725788395053 -0.0050827511938412312 -0.0046359307060943539 0.0023949763432754992 0.0034672362641833591 -0.0049677841964008498 -0.0067360548519442981 -0.00087553066043662381 0.0011061091677146747 0.0019310515827218331 0.009250526877264572 0.0083353062467037085
leaf_weight=0.0010085069208258775 0.0010746522195933916 0.0010161823274953451 0.0014298626681232996 0.0011037053223142787 0.0015367715250449825 0.0010738523239349255 0.0015772794164886222 0.0017849100674351723 0.0010662990314685289 0.0010681110537141807 0.0010341695593073118
leaf_count=241 836 111 276 252 291 739 160 226 152 353 273
internal_value=0 0.000244331 0.00224221 -0.000750741 -0.000772279 7.75757e-05 0.000806564 -0.00183969 0.00284472 0.0055939 0.00488817
internal_weight=0 0.0137658 0.00464239 0.00217836 0.00912341 0.00758663 0.00657045 0.00285876 0.00371169 0.00213441 0.00246403
internal_count=3910 3669 1637 1088 2032 1741 1630 965 665 505 549
is_linear=0
shrinkage=0.0185774


Tree=2916
num_leaves=11
num_cat=0
split_feature=484 474 160 42 43 3 42 151 15 3
split_gain=4.37397e-05 5.08768e-05 9.72377e-05 0.000104468 8.17456e-05 0.000131095 7.26861e-05 8.76355e-05 6.55889e-05 4.65088e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 -0.0088999999999999982 -1.0000000180025095e-35 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -5 7 -6 -9 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11
leaf_value=-0.0041324964844492735 -0.0048909576353936635 0.0045278613589646299 -0.00029157081139924543 0.0007626590134881255 -0.0040633737466998256 0.0097314671942936651 -0.0043926365316317561 0.0054094748386579157 8.448496937939903e-05 -0.0063759420963059943
leaf_weight=0.0010139295550857146 0.0015530793577787057 0.0010927808098654028 0.0010022404552793886 0.0016714184823703598 0.001011789087167086 0.0011624970730031757 0.0011610398751653594 0.0019211567117959384 0.0019719746783291581 0.0011182606271073542
leaf_count=612 556 318 374 245 114 301 535 179 206 470
internal_value=0 0.000282814 -8.61308e-05 0.000591004 0.00156578 0.00444174 0.000222182 0.00131455 0.00271223 -0.00350021
internal_weight=0 0.0136662 0.0125735 0.0110204 0.00889988 0.00283392 0.00606596 0.00490492 0.00389313 0.0021205
internal_count=3910 3298 2980 2424 1580 546 1034 499 385 844
is_linear=0
shrinkage=0.020511


Tree=2917
num_leaves=11
num_cat=0
split_feature=158 156 50 47 4 15 12 15 16 1
split_gain=4.05802e-05 5.43715e-05 6.49889e-05 7.03255e-05 0.000102286 8.78915e-05 0.000104603 9.50042e-05 8.36003e-05 8.77899e-05
threshold=0.084965000000000027 0.088855000000000003 0.088425000000000017 0.11939500000000002 0.24280000000000004 -0.095799999999999982 0.098845000000000016 0.05377500000000001 -0.014099999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11
leaf_value=-0.004721737776779051 -0.0045741819090038272 -0.0049354319271562455 -0.0041545676911150494 -0.0045437343857842837 0.0069761690448779633 0.00013478105371536234 -0.0043907847360405748 -0.0011420547214547646 0.0035542119467383564 0.012044209223924273
leaf_weight=0.0013365831120133505 0.0010118802612492919 0.0010127093905859781 0.0013452603318443003 0.0010295259631649461 0.0018223883699405351 0.0012124066617716905 0.0012246958117339349 0.0018986832258643081 0.0014267950555425218 0.0012849802191627051
leaf_count=277 423 377 647 87 333 156 251 873 281 205
internal_value=0 0.000316507 0.000739252 0.00132517 0.00191717 0.000817536 0.00186807 0.00318447 0.00527782 0.00757721
internal_weight=0 0.013594 0.0125813 0.0112361 0.0102065 0.00838414 0.00704756 0.00582287 0.00392418 0.00271178
internal_count=3910 3487 3110 2463 2376 2043 1766 1515 642 486
is_linear=0
shrinkage=0.0235607


Tree=2918
num_leaves=11
num_cat=0
split_feature=15 158 156 15 151 13 47 2 43 0
split_gain=4.01592e-05 5.18176e-05 8.11038e-05 9.7727e-05 9.25529e-05 0.000104563 9.14904e-05 7.38972e-05 5.07892e-05 0.000112444
threshold=-0.24219999999999997 0.081110000000000015 0.084330000000000016 -0.095799999999999982 -0.024429999999999997 -0.09547499999999999 0.085165000000000018 0.091025000000000009 -0.083899999999999988 -0.15291499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 8 -2 -7 -10
right_child=1 -3 -4 4 5 6 -8 -9 9 -11
leaf_value=0.0033492954764960457 -0.0067359468755917593 -0.0047940531423318576 -0.0053311350274465163 0.0068696263122124887 0.0050269346984855995 0.00054939690826642871 0.0042318301039223688 0.00062020856910624479 0.0012942462340965678 -0.0073467294186773877
leaf_weight=0.0013526204644738202 0.0012031685517395968 0.0010235219865535163 0.0010883803391465259 0.0011795689415160697 0.0017897688703654878 0.0018986992110040751 0.0012650304487552416 0.0010995416284474355 0.0010636844461699468 0.0015667220593156568
leaf_count=317 210 385 459 348 176 391 135 174 65 1250
internal_value=0 -0.00036185 1.13811e-05 0.000536828 0.00152487 0.00069357 -0.000644976 -0.00322339 -0.00200712 -0.00385249
internal_weight=0 0.0131781 0.0121546 0.0110662 0.00876347 0.00758391 0.00579414 0.00230271 0.00452911 0.00263041
internal_count=3910 3593 3208 2749 2365 2017 1841 384 1706 1315
is_linear=0
shrinkage=0.020511


Tree=2919
num_leaves=11
num_cat=0
split_feature=11 3 457 1 49 52 2 133 1 15
split_gain=3.62258e-05 5.00464e-05 7.47683e-05 6.52882e-05 8.26527e-05 8.08572e-05 6.90007e-05 7.37589e-05 6.41716e-05 4.33442e-05
threshold=0.08184000000000001 -0.12008499999999998 -0.0034949999999999994 0.08844500000000001 -0.047309999999999998 -0.072349999999999984 0.087005000000000013 0.084285000000000013 0.11593500000000001 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4 -8 9 -7
right_child=-2 2 3 4 5 8 7 -9 -10 -11
leaf_value=0.0040119063002408157 -0.0041734496008469712 -0.0060519121478715444 0.0023691597088820538 0.0067041827512148711 -0.0039238518233445738 0.0076110994779577945 -0.0072280434054808147 -3.2655580107908289e-05 -0.0015704819112625033 0.0012908233664096483
leaf_weight=0.0016303215525639491 0.0010008033063174911 0.0010293988363606473 0.0013675957824152685 0.0013720596923005278 0.001525227486582504 0.0011916957090106961 0.001529889661370628 0.0013984160091579114 0.0013657104627741107 0.0010439082635152483
leaf_count=219 224 304 712 228 213 89 651 599 298 373
internal_value=0 0.000292377 -0.000220485 0.000335619 0.00176754 0.00044631 -0.00183052 -0.00379188 0.00229716 0.00465987
internal_weight=0 0.0134542 0.0118239 0.0107945 0.0064986 0.00512654 0.0042959 0.00292831 0.00360131 0.0022356
internal_count=3910 3686 3467 3163 1201 973 1962 1250 760 462
is_linear=0
shrinkage=0.0226458


Tree=2920
num_leaves=11
num_cat=0
split_feature=39 13 4 51 47 43 0 12 2 39
split_gain=3.50968e-05 7.24247e-05 8.63248e-05 8.8692e-05 0.000115532 0.00016966 0.000100117 8.37075e-05 8.5288e-05 5.32596e-05
threshold=0.005105000000000001 -0.23438999999999996 -0.23071499999999998 0.08955500000000001 0.09252500000000001 -0.0037249999999999996 -0.07883999999999998 0.086765000000000023 0.089785000000000018 0.10189000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -7 -2
right_child=9 2 3 -5 -6 7 -8 -9 -10 -11
leaf_value=0.0040430627465308754 0.0060123132215226908 -0.006017509347619395 -0.0061205714938114249 -0.0054793558730739135 -0.0049728822649470492 -0.0011240140665196424 0.0026609462949410819 0.0097041141085591962 0.0063435835687832348 -0.00094292107650915393
leaf_weight=0.001489279742725288 0.0010617619812186307 0.0014507064165299342 0.0015286073910516457 0.0013471218253771179 0.0014635600558522335 0.0014332203970663778 0.0010292644649154993 0.0010998204192233327 0.0014655494538495725 0.0010253251130630911
leaf_count=170 287 248 1148 318 270 217 477 476 127 172
internal_value=0 -0.000457161 -0.0010767 -0.000311509 0.000556534 0.00179083 -0.00258697 0.00459128 0.00265143 0.00259541
internal_weight=0 0.0123071 0.0108179 0.00936714 0.00802002 0.00655646 0.00255787 0.00399859 0.00289877 0.00208709
internal_count=3910 3451 3281 3033 2715 2445 1625 820 344 459
is_linear=0
shrinkage=0.0217664


Tree=2921
num_leaves=11
num_cat=0
split_feature=132 42 160 133 474 13 12 52 3 3
split_gain=3.79301e-05 7.16258e-05 7.21263e-05 0.000119592 0.000114835 7.64833e-05 0.000113857 7.81802e-05 8.09393e-05 0.000113961
threshold=0.080815000000000012 -0.090359999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 -0.083514999999999992 0.092475000000000016 0.091210000000000013 -0.075679999999999983 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 8 -7 -10
right_child=-2 2 3 5 -6 7 -8 -9 9 -11
leaf_value=-0.0049856373761825411 0.0031908657180335087 -0.005963949289169353 -0.0048886854246397004 0.0077429068232992585 0.0022252442351781477 -0.0054625405366327522 -0.00047572894310965588 0.0052655849086123765 0.0049329066788690087 -0.0027160355209544648
leaf_weight=0.0011703659372036277 0.0013062857898479387 0.0016496924797006892 0.0011758003063941395 0.0016646548831248335 0.001115565625245089 0.0010661475244461123 0.0010803000123890336 0.0010387303437955422 0.0014182369394522163 0.0016238705750942772
leaf_count=352 395 690 657 346 321 472 61 187 272 157
internal_value=0 -0.000333213 0.000126944 0.000976915 -0.00266025 0.00185082 0.00450839 0.000433494 -0.00078825 0.000849917
internal_weight=0 0.0130034 0.011833 0.00906774 0.00276526 0.00789194 0.00274495 0.00514699 0.00410826 0.00304211
internal_count=3910 3515 3163 2152 1011 1495 407 1088 901 429
is_linear=0
shrinkage=0.0197145


Tree=2922
num_leaves=17
num_cat=0
split_feature=14 124 16 474 43 14 15 51 47 13 133 1 16 52 151 1
split_gain=0.000276899 0.000231538 0.00020692 0.000283498 0.00022545 0.000202597 0.000177961 0.000189175 0.000259409 0.000151121 0.000148012 0.000199966 0.000336221 0.00014611 9.71372e-05 0.000181659
threshold=0.064610000000000015 0.10385500000000002 0.081265000000000018 0.080165000000000014 -0.18906999999999999 -0.13131999999999996 -0.15202999999999997 0.013805000000000001 0.096300000000000011 -0.0073699999999999989 0.083815000000000014 0.095575000000000007 -0.088144999999999987 -0.11051499999999999 -0.024429999999999997 0.097070000000000004
decision_type=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 10 13 11 12 -8 -6 -9 -16
right_child=-2 -3 4 -5 9 6 7 14 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.00062041223476375345 -0.00085877936886113201 0.0008099909004667563 0.00034506320554283059 0.00079790321403819719 6.8082851311303776e-05 0.00073262222770332261 3.6825120573121468e-05 0.0007602155418676127 -0.00087886454397054095 -0.0010816112285084425 0.00039798514129393852 0.00033137365757454255 -0.0011301907847180105 -0.00075044592898046544 -0.00036918382731607365 0.00062092119268446547
leaf_weight=0.0012969487311469416 0.0010387054516425428 0.0010056685692526489 0.0010712618244532734 0.0014074614031487466 0.0013213823470355664 0.0010542276923601488 0.0017437351035053449 0.0010811461057868878 0.0011173976605639326 0.0010011628093765509 0.0018214862273244802 0.0014751607238154378 0.0011456561879337284 0.001135688619445633 0.0010057639114032339 0.0010722860341407237
leaf_count=87 138 49 57 342 248 254 336 76 117 286 627 176 671 91 260 95
internal_value=0 2.77022e-05 -1.42547e-05 8.496e-05 -0.000325759 6.65072e-06 7.72662e-05 1.12317e-05 -0.000136769 -0.000533561 -2.72274e-06 -0.000169953 -0.000425902 -0.000310251 0.00035338 0.000141716
internal_weight=0 0.0197564 0.0187508 0.0142213 0.0045295 0.0128138 0.0115169 0.0104626 0.00730344 0.00345823 0.00618604 0.00436455 0.00288939 0.00245707 0.0031592 0.00207805
internal_count=3910 3772 3723 3041 682 2699 2612 2358 1927 625 1810 1183 1007 339 431 355
is_linear=0
shrinkage=0.00167351


Tree=2923
num_leaves=11
num_cat=0
split_feature=1 123 13 403 52 151 2 52 1 2
split_gain=3.43677e-05 6.72061e-05 9.50467e-05 0.000100469 0.000133647 8.71799e-05 0.000169301 8.50497e-05 6.1096e-05 5.62374e-05
threshold=0.12811000000000003 1.0000000180025095e-35 0.16421000000000002 0.03138500000000001 0.11588000000000002 -0.083919999999999981 0.086875000000000022 -0.074484999999999982 0.093575000000000019 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 -9
right_child=-2 -3 -4 -5 -6 6 7 9 -10 -11
leaf_value=-0.0056874902822938098 0.002594310223167768 0.0045279882255086258 -0.0068656535430403507 0.0051958867784119766 -0.0076383853765910224 -0.0063160547199680598 -0.00017575974232231524 0.0085453477847419398 0.00026890456290365748 0.0025183921561956987
leaf_weight=0.0010223559956631682 0.0018506177853763192 0.0010644712198737321 0.0010107059651224002 0.0012424585933991277 0.0011257318367933087 0.0014487698383872693 0.0019514153850954982 0.0012835232124841904 0.0010032289206137329 0.001322378356451763
leaf_count=307 338 233 177 368 478 759 435 445 190 180
internal_value=0 -0.000400983 -0.000860798 -0.000277219 -0.0010198 -9.21274e-05 0.000723994 0.00306221 -0.00362184 0.00548694
internal_weight=0 0.012475 0.0114106 0.0103999 0.0091574 0.00803167 0.00700932 0.00455732 0.002452 0.0026059
internal_count=3910 3572 3339 3162 2794 2316 2009 1060 949 625
is_linear=0
shrinkage=0.020511


Tree=2924
num_leaves=11
num_cat=0
split_feature=15 3 15 16 0 1 3 16 13 52
split_gain=3.40492e-05 5.12915e-05 5.86643e-05 7.44811e-05 0.000127006 0.000123592 6.73127e-05 0.000119459 8.53197e-05 8.65257e-05
threshold=-0.24219999999999997 -0.15464999999999998 -0.11739999999999999 -0.38486499999999996 -0.10575999999999998 0.097070000000000004 -0.089974999999999986 -0.055679999999999993 -0.0016149999999999999 -0.087094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -8 9 -9
right_child=1 2 3 4 6 -7 7 8 -10 -11
leaf_value=0.0031220369614913162 0.0039444882019044024 -0.0053373290516102343 -0.0051407751603293446 0.00017709053362784165 -0.0058613890818811683 0.0084389834435687448 0.0040152278297519283 0.0036698103419416641 -0.0065015980722797056 -0.0044617346674628777
leaf_weight=0.0013222032589763543 0.0010803326092644694 0.0010562474048976403 0.0011776085499596673 0.0017684080804125065 0.0011278632195354382 0.0013381352401024074 0.0017690464359576222 0.0012175772936681435 0.0013788622471119362 0.0010048546907564192
leaf_count=317 226 282 211 146 416 116 1003 342 249 602
internal_value=0 -0.000333772 -0.000724185 -0.000272278 0.000324634 0.00373588 -0.00130615 -0.000349475 -0.00249353 -6.80213e-06
internal_weight=0 0.0129189 0.0118386 0.0107824 0.00960475 0.00310654 0.0064982 0.00537034 0.00360129 0.00222243
internal_count=3910 3593 3367 3085 2874 262 2612 2196 1193 944
is_linear=0
shrinkage=0.020511


Tree=2925
num_leaves=11
num_cat=0
split_feature=49 15 12 12 52 48 3 51 1 1
split_gain=3.20822e-05 6.92911e-05 6.06493e-05 0.000165435 9.58862e-05 7.47475e-05 0.000210337 9.75491e-05 0.000113919 6.18074e-05
threshold=-0.14917999999999998 0.085285000000000014 0.093375000000000014 0.10333000000000002 1.0000000180025095e-35 0.08407000000000002 0.086245000000000016 -0.09021499999999999 0.094695000000000015 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 -2 -9 -6
right_child=1 -3 3 -5 9 6 -8 8 -10 -11
leaf_value=0.0033732408974056147 0.0025593801560215806 -0.0043399126106464314 -0.008590905681877533 0.0018627033012860745 0.00061571667099718347 0.0090575603377954696 -0.0024048744526656628 -0.0088902748807634119 -0.00045448966500759433 0.0062566732775998172
leaf_weight=0.0010108908889238091 0.0011143423038185618 0.0014478067360866017 0.0010188415743011274 0.0013926791924262498 0.0013354515962546339 0.0010234204728701217 0.0015871175304920382 0.001183677639456574 0.0013116120382909763 0.0017366673979948358
leaf_count=129 229 1105 322 276 433 280 133 458 278 267
internal_value=0 -0.000271327 0.000231973 -0.00255383 0.000954941 -0.000452469 0.00208879 -0.00229035 -0.00445613 0.00380455
internal_weight=0 0.0131516 0.0117038 0.00241152 0.00929229 0.00622017 0.00261054 0.00360963 0.00249529 0.00307212
internal_count=3910 3781 2676 598 2078 1378 413 965 736 700
is_linear=0
shrinkage=0.0197145


Tree=2926
num_leaves=12
num_cat=0
split_feature=132 42 47 0 51 50 1 2 3 3 4
split_gain=3.08801e-05 5.69492e-05 7.2055e-05 0.000122527 8.87544e-05 0.000110291 0.000136211 6.24321e-05 0.000111617 7.50795e-05 7.25416e-06
threshold=0.080815000000000012 -0.089744999999999978 0.087850000000000025 -0.10462499999999998 -0.07742499999999998 0.084340000000000012 0.10937500000000001 0.09116500000000001 -0.069909999999999986 -0.082139999999999977 -0.0083799999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 9 -9 -6 -10
right_child=-2 2 3 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.0047240066123159577 0.0030829642581522367 -0.0041311810703351659 -0.0082176920041536813 0.0014429890917918296 0.007382497324206207 -0.004737448303794245 0.0085971285366060312 -0.0058662472873163354 0.0010355268801564845 8.3459102496383995e-05 0.0035451158284607476
leaf_weight=0.0011685685654245362 0.0012831056453928283 0.0012996547780057916 0.0011048125159653262 0.0011974478426721004 0.0012384516506411493 0.0010000113152282509 0.0013736417546691155 0.0011580034651337834 0.0010140114741073805 0.0012288908387025864 0.0010026299463054746
leaf_count=361 395 457 105 308 508 471 335 341 105 377 147
internal_value=0 -0.000321591 0.000121233 -0.00319299 0.000940339 0.00176263 0.00268916 0.00125076 -0.000689419 0.00374712 0.00228324
internal_weight=0 0.0127861 0.0116176 0.00230226 0.0093153 0.00801564 0.00701563 0.00564199 0.00317464 0.00246734 0.00201664
internal_count=3910 3515 3154 413 2741 2284 1813 1478 593 885 252
is_linear=0
shrinkage=0.0209212


Tree=2927
num_leaves=15
num_cat=0
split_feature=14 43 40 133 16 16 0 0 16 1 151 4 2 0
split_gain=0.000202534 0.000176265 0.000198779 0.000169608 0.000136727 0.000139582 0.000119611 0.000152425 0.000206725 0.000120392 0.000211649 0.000135546 8.24773e-05 2.87112e-05
threshold=0.056865000000000006 0.19761500000000001 -0.080519999999999994 -0.082639999999999977 0.050115000000000007 0.41476000000000007 -0.077944999999999987 -0.099024999999999988 -0.057604999999999996 0.090905000000000014 -0.0032449999999999996 0.25367000000000006 0.10325000000000002 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 12 7 8 9 -5 -11 -12 -6 -8
right_child=-2 -3 3 4 5 -7 13 -9 -10 10 11 -13 -14 -15
leaf_value=0.00075271904948166768 -0.00081207403354169544 -0.00070239021289165374 0.0006087820968836968 0.0003603291140371629 -0.00029137948039262849 0.00013404632134127864 0.00068058711628118062 -0.00048006470422665598 0.00075720300941920708 -0.0009188009539577174 -0.00041615845778958138 0.00043194503852637598 -0.00089901197158137819 0.00025023600060584825
leaf_weight=0.0012764229771012351 0.0010079576409904095 0.0010423966508967047 0.0014207437988971788 0.001578578583337464 0.0018830892957381632 0.0015814079039581444 0.0010093907760747381 0.0018795040129415616 0.0012820113252789995 0.0010603022394887127 0.001131561671321557 0.0013634586640746682 0.0012002029772331148 0.0010255469409517414
leaf_count=226 144 238 383 137 345 254 394 1178 98 90 62 86 142 133
internal_value=0 2.1486e-05 6.41356e-05 1.05942e-05 -4.60826e-05 -0.000303494 7.01523e-05 -2.63892e-05 0.000106512 -5.59747e-05 -0.000240815 4.73063e-05 -0.000527907 0.000463703
internal_weight=0 0.0187346 0.0176922 0.0164158 0.0149951 0.0046647 0.0103304 0.00829542 0.00641591 0.0051339 0.00355532 0.00249502 0.00308329 0.00203494
internal_count=3910 3766 3528 3302 2919 741 2178 1651 473 375 238 148 487 527
is_linear=0
shrinkage=0.00181146


Tree=2928
num_leaves=11
num_cat=0
split_feature=39 42 403 160 474 2 151 1 15 2
split_gain=3.02912e-05 7.64829e-05 7.93279e-05 8.48329e-05 0.000131443 0.000103224 9.73987e-05 8.92572e-05 7.97956e-05 0.000175064
threshold=0.085060000000000011 0.091955000000000023 0.03138500000000001 -1.0000000180025095e-35 0.080165000000000014 0.086875000000000022 -0.0088999999999999982 0.095575000000000007 -0.073314999999999991 0.10488500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -5 -8 -10
right_child=-2 -3 -4 5 -6 6 8 -9 9 -11
leaf_value=-0.0081536101452402282 0.0025427833732194799 -0.0044069695310614658 0.0050404944812717564 -0.0067780828203771008 0.0016420156634293407 -0.0026161202921758048 0.0089484979145611696 0.0014739083798528591 0.0088549704842140718 -0.0020774075938404918
leaf_weight=0.001288341540988191 0.00171268344068663 0.0017008774775449402 0.0012922711315451396 0.0011802870305079047 0.0010427249734740324 0.0012082528277870879 0.0010268633334207275 0.0010350013326070181 0.0010109989289979649 0.0015781254363430308
leaf_count=569 417 682 350 554 285 193 237 130 289 204
internal_value=0 -0.000367783 0.000276524 -0.000380461 -0.00377186 0.000742567 0.00242565 -0.00292268 0.00411031 0.00219146
internal_weight=0 0.0123637 0.0106629 0.0093706 0.00233107 0.00703953 0.00482424 0.00221529 0.00361599 0.00258912
internal_count=3910 3493 2811 2461 854 1607 923 684 730 493
is_linear=0
shrinkage=0.020511


Tree=2929
num_leaves=14
num_cat=0
split_feature=124 12 453 156 484 4 43 43 42 15 15 3 3
split_gain=0.000194763 0.000165461 0.000126139 0.000137541 0.000134863 0.000145001 0.000126067 0.000166608 0.000118678 0.000113585 0.000192786 0.000165509 0.000110062
threshold=0.0049200000000000008 0.10852500000000001 1.0000000180025095e-35 0.091280000000000014 -1.0000000180025095e-35 0.27608500000000008 -0.074254999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.095799999999999982 1.0000000180025095e-35 0.096385000000000012 -0.078669999999999976
decision_type=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 -11 -10
right_child=-2 -3 -4 -5 5 -7 7 9 12 10 -12 -13 -14
leaf_value=-0.00057575315655354002 0.00082264383300707051 -0.00073055966927131858 -0.00068062429986141153 -0.0006481468736822181 -0.00020204765382651589 0.00077211130202136692 -0.00082271686797573418 -0.00049120260009340438 0.0002467087078608087 1.6063129759383755e-05 -0.00033086782690481588 0.0009187949235271738 0.0010023088127291775
leaf_weight=0.0010899089306085135 0.0010022013895571264 0.0013312390799341016 0.001012828801536996 0.0010547741471441828 0.001135029974107948 0.0012679641330129226 0.001009866165557761 0.0012562751485091974 0.0019217163377010897 0.0015658934076586426 0.0018621374387707001 0.0015575047185135138 0.0012064654386046182
leaf_count=536 91 312 98 316 284 281 683 106 361 175 390 78 199
internal_value=0 -6.64616e-05 -1.10003e-05 3.44335e-05 8.63314e-05 0.000142783 7.34844e-05 -8.38234e-05 0.000341063 3.57226e-05 0.000168499 0.000466217 0.000538126
internal_weight=0 0.0172716 0.0159404 0.0149275 0.0138728 0.0127829 0.0115149 0.00725168 0.00426321 0.00624181 0.00498554 0.0031234 0.00312818
internal_count=3910 3819 3507 3409 3093 2557 2276 1432 844 749 643 253 560
is_linear=0
shrinkage=0.00196078


Tree=2930
num_leaves=14
num_cat=0
split_feature=14 124 123 133 132 157 160 3 12 1 0 0 12
split_gain=0.000165784 0.000144324 0.000205387 0.000227771 0.000194752 0.000138414 0.000238266 0.000149395 0.000127626 0.000145457 0.000146739 7.68852e-05 0.000101903
threshold=0.020750000000000005 0.0049200000000000008 1.0000000180025095e-35 0.093845000000000026 0.079995000000000011 -0.077534999999999979 -1.0000000180025095e-35 -0.074234999999999982 0.087020000000000014 0.09112000000000002 -0.18087499999999998 -0.06402999999999999 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 11 9 -9 -11 12 -8
right_child=-2 -3 -4 -5 -6 6 7 8 -10 10 -12 -13 -14
leaf_value=0.00052013851972944249 -0.00076737476340022577 0.00073395790991805088 0.00072470383702858635 -0.00083391134456509857 0.0007848767885182559 -0.00078111166902048487 0.00034153013545226056 0.00050026650276701722 -0.00082916785428873178 -0.00074349549982092992 0.00011754796192406939 0.00059252824176532742 -0.00035755596537576383
leaf_weight=0.0013282490428802368 0.0010191531080636146 0.0010144163325778296 0.0012871105845143867 0.0013335780899760034 0.0010720089049298465 0.0017847552916371015 0.0019354475821711215 0.0011247575094063657 0.0010867343214623713 0.0014633603919178562 0.0014622308099403875 0.0014812106229033623 0.0012801815585910484
leaf_count=358 153 90 275 606 211 612 649 93 189 90 166 145 273
internal_value=0 3.00108e-05 -1.29045e-05 -7.47435e-05 -2.52621e-06 -6.77234e-05 -0.000134928 -1.76522e-05 -0.00024421 -8.72619e-05 -0.00031314 0.000230141 6.32154e-05
internal_weight=0 0.017654 0.0166396 0.0153525 0.0140189 0.0129469 0.0116187 0.00983392 0.00513708 0.00405035 0.00292559 0.00469684 0.00321563
internal_count=3910 3757 3667 3392 2786 2575 2217 1605 538 349 256 1067 922
is_linear=0
shrinkage=0.00192234


Tree=2931
num_leaves=15
num_cat=0
split_feature=403 403 457 16 13 159 52 51 15 13 151 12 3 13
split_gain=0.000168818 0.00018152 0.000106171 0.000139836 0.000101002 0.000116567 0.000109935 8.00595e-05 9.61166e-05 0.000172086 0.000141214 0.000121437 7.12272e-05 6.42183e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 -0.068264999999999978 -0.50388999999999984 -0.42334499999999992 -0.030694999999999997 0.06136500000000001 0.08955500000000001 -0.053579999999999996 -0.028919999999999998 -0.0074049999999999993 0.085775000000000004 -0.083884999999999987 0.068400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 10 -10 -7 -12 -8 -11
right_child=1 -3 3 4 5 6 12 -9 9 13 11 -13 -14 -15
leaf_value=-0.00073529006485979602 -0.00046558006866631374 -0.00069373443581174845 0.00066684336398859618 -0.00041597984982035072 -0.00041874835628306944 0.00094631636671914366 0.0008624411576097096 -0.00038058488558626833 -0.00064586629136826831 0.00048341082204184511 -0.00030708611175952772 0.0005818972860549182 0.0002271112683400855 -9.1275766855910325e-05
leaf_weight=0.0010195667716199784 0.0010917914449881235 0.0010787131440932489 0.0014960627039071065 0.0013109922021562167 0.0012070929966400161 0.0010563224482126668 0.0011639157502662326 0.0010943809442699494 0.0011286804569557948 0.0014204797328521671 0.0010964717986825896 0.0010058105298492107 0.0012487871907488112 0.0012462180855277102
leaf_count=930 277 343 211 72 392 145 97 172 268 214 215 225 220 129
internal_value=0 3.92424e-05 9.00339e-05 0.000131941 7.02846e-05 0.00012492 0.000187653 8.39458e-05 0.000157051 -4.1116e-05 0.000395169 0.000118237 0.000533602 0.000214845
internal_weight=0 0.0166457 0.015567 0.0144752 0.0129792 0.0116682 0.0104611 0.00804836 0.00695398 0.00379538 0.0031586 0.00210228 0.0024127 0.0026667
internal_count=3910 2980 2637 2360 2149 2077 1685 1368 1196 611 585 440 317 343
is_linear=0
shrinkage=0.00184769


Tree=2932
num_leaves=15
num_cat=0
split_feature=403 403 453 16 484 13 457 151 1 131 4 16 47 4
split_gain=0.000139052 0.000149901 0.000126428 0.000120177 0.000107965 0.000114971 0.000113793 0.000117105 0.000167223 0.000142337 0.000167616 5.24025e-05 4.97059e-05 3.93649e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 -0.50388999999999984 0.087270000000000014 -0.13934999999999997 0.091610000000000011 -0.082774999999999987 0.079945000000000016 0.088315000000000018 0.011185000000000002 0.011450000000000002 0.09252500000000001 -0.079974999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 13 7 -7 11 10 -10 -9 -12 -5
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 12 -13 -14 -15
leaf_value=-0.00070013701180246643 0.00061214710647911725 -0.00066142621759229445 -0.00057448292049415385 -1.7705352275350449e-05 -0.00052799580892604991 0.00086913902455007421 -0.00036696313592243367 0.00030734922950556576 -0.00063859277960760504 0.0006015909169092981 0.00040173757357237741 0.00082946464281664944 -0.00014864355355728059 -0.0005263811453046119
leaf_weight=0.0010092687024962554 0.0015251422707406237 0.0010728026456869799 0.0010211034211659023 0.0010117440301197558 0.0010448026946260061 0.0010012608559930684 0.0011542963257780972 0.0014127223082075146 0.0016606485230265047 0.0010412648012594347 0.0012457413419576418 0.0013214294930686478 0.0010952438147744381 0.0011598032489414404
leaf_count=930 209 343 95 61 290 257 76 469 406 231 126 221 60 136
internal_value=0 2.01508e-05 6.67381e-05 0.000111358 5.32714e-05 0.000103445 0.000189329 0.000262478 0.000184373 -1.91165e-05 -0.000180631 0.00055969 0.000144238 -0.000289384
internal_weight=0 0.016768 0.0156952 0.0146741 0.013149 0.0121042 0.00993261 0.00877831 0.00777705 0.0050429 0.00400163 0.00273415 0.00234099 0.00217155
internal_count=3910 2980 2637 2542 2333 2043 1846 1770 1513 823 592 690 186 197
is_linear=0
shrinkage=0.00188464


Tree=2933
num_leaves=10
num_cat=0
split_feature=4 151 16 16 12 133 2 13 43
split_gain=3.17691e-05 5.00988e-05 0.000104455 0.000101312 9.07943e-05 8.28049e-05 8.03247e-05 0.000105025 9.81653e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.019979999999999994 -0.092424999999999993 0.090385000000000007 -0.082639999999999977 0.11085000000000002 1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 7 8 -7
right_child=-2 3 -4 5 -6 6 -8 -9 -10
leaf_value=0.0068095561904691296 0.0023834053444972999 -0.0070572067721147609 -0.0019551450055244777 0.0057648580034732741 0.00027915044582449075 0.00401881608827103 0.0033708126475661604 -0.0073699365374926412 -0.0031873354457127583
leaf_weight=0.0011178984492113092 0.0019882020824553192 0.0018237983789699316 0.0011715208790892182 0.0010032399392748102 0.0011617713855914449 0.0013752801419298492 0.0015762347558736026 0.001144579122458007 0.0018857822544091787
leaf_count=170 441 400 386 348 207 475 280 349 854
internal_value=0 -0.000411667 0.00232456 -0.00103995 -0.00420242 0.000311753 -0.000602805 -0.00202447 -0.000148302
internal_weight=0 0.0122601 0.00228942 0.00997069 0.00298557 0.00698512 0.00598188 0.00440564 0.00326106
internal_count=3910 3469 556 2913 607 2306 1958 1678 1329
is_linear=0
shrinkage=0.020511


Tree=2934
num_leaves=11
num_cat=0
split_feature=1 123 14 42 48 4 42 13 52 49
split_gain=3.41707e-05 7.36337e-05 8.55013e-05 7.59955e-05 6.9037e-05 0.000129161 0.0001491 6.84365e-05 9.66741e-05 0.00010341
threshold=0.13860500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11280000000000003 0.074650000000000008 0.088915000000000008 -0.13934999999999997 -0.0066199999999999991 -0.047894999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0057770497031106698 0.0034239536637504257 0.0045197604785141877 -0.0043528418079489305 -0.0025594201684570354 -0.0043408943830209427 0.0056748346739284574 -0.0062561937793533485 0.0040381788340825443 0.0054660428368746112 -0.0044781922180983907
leaf_weight=0.0011300145537693198 0.0010009639435634649 0.0010946729213597425 0.0014268344065946027 0.0013901998866365306 0.0010125334637721131 0.0017517749945149463 0.0012448344678583096 0.0010095312286854206 0.0019887078305180104 0.0011274865510422305
leaf_count=106 189 286 984 108 103 248 832 116 440 498
internal_value=0 -0.000280319 -0.000715226 -0.000192949 0.000430194 0.000997697 -0.000214192 0.00114937 0.00239908 -0.000455042
internal_weight=0 0.0131766 0.0120819 0.0109519 0.00952507 0.00851253 0.00676076 0.00551593 0.00412573 0.00213702
internal_count=3910 3721 3435 3329 2345 2242 1994 1162 1054 614
is_linear=0
shrinkage=0.0193279


Tree=2935
num_leaves=10
num_cat=0
split_feature=0 12 52 157 160 133 160 13 1
split_gain=3.37941e-05 9.7506e-05 7.26651e-05 9.09592e-05 6.81301e-05 6.85808e-05 7.56966e-05 9.16189e-05 5.99438e-05
threshold=-0.017269999999999997 0.082640000000000005 -0.24456499999999998 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.090735000000000024 -0.083354999999999985 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 -7 -9
right_child=1 -3 3 4 5 6 -8 8 -10
leaf_value=-0.005559176554267244 0.0065032676949348719 -0.0012812094998462204 0.0058730088029306628 -0.0046572096463204588 -0.0043742676048959496 0.0063017864095792986 -0.0038282928903750927 0.0037741985436558585 -0.0022399436621668447
leaf_weight=0.0011840950293260421 0.0012630205586746362 0.0017451980320427911 0.0010822399551439045 0.0016059267217618297 0.0012353798385892007 0.0016988100651045808 0.0011287700096675041 0.0012535086687505807 0.0018965187042576301
leaf_count=346 243 203 313 792 765 271 227 418 332
internal_value=0 0.00198715 -0.00056313 3.43553e-05 -0.000682153 0.000202869 0.00114882 0.00230745 0.000153299
internal_weight=0 0.00300822 0.0110852 0.00990115 0.00881891 0.00721299 0.00597761 0.00484884 0.00315003
internal_count=3910 446 3464 3118 2805 2013 1248 1021 750
is_linear=0
shrinkage=0.0213396


Tree=2936
num_leaves=10
num_cat=0
split_feature=1 52 0 12 48 43 4 4 42
split_gain=3.39051e-05 6.38287e-05 9.06294e-05 0.000103693 8.97006e-05 0.000114255 0.000166929 8.17979e-05 4.08884e-05
threshold=0.12811000000000003 0.11588000000000002 -0.077944999999999987 0.089570000000000025 0.093225000000000016 -0.0037249999999999996 -1.0000000180025095e-35 -0.48072499999999996 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4 -9
right_child=-2 -3 7 -5 -6 6 -8 8 -10
leaf_value=-0.0071669894632260559 0.0028231473590441306 -0.0049163638157194121 -0.0021837660259408443 -0.006839250825265205 0.0058069998525080999 0.0055444149746304945 -0.0041274969393908789 0.0074351925493538066 0.0017779710939048541
leaf_weight=0.00122586391874158 0.001804976059314998 0.0013895785444278897 0.0010728052690239798 0.001357792455978969 0.0010624370568790998 0.0017574789422716008 0.0017608977947716894 0.0015275717040047661 0.0010714675690390463
leaf_count=907 338 565 190 526 157 290 180 346 411
internal_value=0 -0.000436612 0.000137842 -0.00131571 -2.41256e-05 -0.00132996 0.00070376 0.002974 0.00510297
internal_weight=0 0.0122259 0.0108363 0.00716447 0.00580668 0.00474424 0.00351838 0.00367184 0.00259904
internal_count=3910 3572 3007 2060 1534 1377 470 947 757
is_linear=0
shrinkage=0.0222017


Tree=2937
num_leaves=15
num_cat=0
split_feature=124 14 484 43 16 43 43 13 15 484 13 2 2 4
split_gain=0.00018966 0.000161929 0.000150054 0.000162484 0.000312658 0.000188473 0.000183022 0.000129274 0.000152472 0.000103731 9.94929e-05 8.58762e-05 5.83317e-05 0.000155969
threshold=0.08919500000000001 0.054835000000000009 0.073820000000000011 -0.074254999999999988 0.15737500000000001 -0.079109999999999986 -0.15109999999999998 -0.09547499999999999 -0.089024999999999979 0.091130000000000017 0.17936000000000002 0.082715000000000025 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 10 8 -5 -4 -1 -9 13 -13
right_child=-2 -3 9 4 -6 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=0.00073111868218740639 0.00073933443503412387 -0.00073762475533596487 0.00082066661605799483 -0.00023797154205346327 -0.0010426234468372206 0.00085604660995519525 -0.00040906601047401372 -0.00067880915288593183 0.00067023693228085272 6.2702841037405406e-05 2.7499715414426305e-06 -0.00030671895042152798 -0.00039359931863720165 0.00052635912471392398
leaf_weight=0.0010937185099788305 0.0010300148215272508 0.001003087742474657 0.0010769900945923347 0.0010507930276354074 0.0012364547649851227 0.0010416556438190769 0.0018349975090899496 0.0010819790267750286 0.001309628001208654 0.0012084531537538152 0.0012881075842476851 0.0017748670066757809 0.0016169383749022395 0.0011800630593512941
leaf_count=112 76 147 192 135 284 186 768 410 143 285 151 692 181 148
internal_value=0 -4.44784e-05 -3.07906e-06 -6.9703e-05 -0.000211398 0.000179567 1.24608e-05 -8.31553e-05 0.000265928 0.000419885 0.000337212 -0.000228894 -0.000122417 2.59741e-05
internal_weight=0 0.0177977 0.0167946 0.0145092 0.00925072 0.00525848 0.00421682 0.00801427 0.00236042 0.00228544 0.00238183 0.00565385 0.00457187 0.00295493
internal_count=3910 3834 3687 3210 1993 1217 1031 1709 278 477 263 1431 1021 840
is_linear=0
shrinkage=0.00177594


Tree=2938
num_leaves=12
num_cat=0
split_feature=4 3 49 52 3 150 49 13 13 43 1
split_gain=3.65019e-05 5.55401e-05 4.29835e-05 7.97164e-05 7.4672e-05 8.80027e-05 0.000117465 7.63784e-05 0.000126996 9.9311e-05 5.34341e-05
threshold=0.27020000000000005 0.11265500000000002 0.093040000000000012 0.11401500000000002 0.10666500000000002 0.086420000000000011 -0.027609999999999996 0.0024700000000000004 -0.0041499999999999983 -0.074254999999999988 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 9 -8 -6
right_child=1 -3 -4 -5 10 -7 7 -9 -10 -11 -12
leaf_value=0.0055394474215227302 0.0054344902885247251 -0.00084807915878173197 0.0034074617244164965 -0.0058167264866806267 0.0060063556306932707 -0.0060871094577737133 0.00091088748623512528 -0.0051243836675225508 0.0044039691897507175 -0.006877560301935039 -5.5589182246229717e-05
leaf_weight=0.001085327122229124 0.0010652674079882291 0.00103772545586415 0.0010003459482512125 0.0010593969206998738 0.0010690282395371398 0.0011400962230234245 0.0013111087327570461 0.0015074477460551563 0.0015071743434230712 0.001146336610834171 0.0011043782223651155
leaf_count=163 319 153 461 462 50 207 492 403 214 902 84
internal_value=0 0.00233435 -0.000427362 -0.000778327 -0.00023758 -0.00113085 -0.000269132 -0.0014212 -1.31607e-05 -0.00272223 0.00292609
internal_weight=0 0.00210299 0.0119306 0.0109303 0.0098709 0.00769749 0.00655739 0.00547207 0.00396462 0.00245745 0.00217341
internal_count=3910 472 3438 2977 2515 2381 2174 2011 1608 1394 134
is_linear=0
shrinkage=0.0193279


Tree=2939
num_leaves=10
num_cat=0
split_feature=48 4 12 3 47 4 150 3 2
split_gain=3.5209e-05 9.63071e-05 7.24528e-05 0.00011398 8.42189e-05 9.86537e-05 0.000106419 8.25531e-05 7.59863e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 -0.23071499999999998 0.086645000000000014 -0.089974999999999986 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -9
right_child=-2 -3 3 -5 -6 6 -8 8 -10
leaf_value=-0.0047897684576491085 -0.0036932823453347074 0.0053785984161674495 -0.0082215645073192255 0.0051479855625456922 0.0037185017740728231 -0.0039588919862892161 -0.0071344756725391836 0.006189142383186531 -0.00068733911318136264
leaf_weight=0.0015328368919147574 0.001132299072418917 0.0015604238634711514 0.0010018725960764105 0.001859666345663675 0.0015413800162912281 0.0012660263728340939 0.0010104974150613706 0.0014808013442365307 0.0015669783094538065
leaf_count=275 161 388 184 130 340 496 210 648 1078
internal_value=0 0.000310875 -0.000391412 0.000301691 -0.000843835 -0.00195545 -0.000776362 0.000713009 0.00265368
internal_weight=0 0.0128205 0.0112601 0.00972722 0.00786756 0.00632618 0.0053243 0.00431381 0.00304778
internal_count=3910 3749 3361 3086 2956 2616 2432 2222 1726
is_linear=0
shrinkage=0.0217664


Tree=2940
num_leaves=15
num_cat=0
split_feature=133 48 48 51 4 16 2 4 150 49 42 133 15 0
split_gain=0.000124443 0.00010522 0.000108849 0.000109135 0.000136121 0.000111641 0.000162506 9.66187e-05 0.000100699 7.98796e-05 0.000116905 0.000163619 0.000132288 0.000106781
threshold=0.10681500000000001 0.12738500000000003 0.10417000000000001 0.10680500000000001 0.28937500000000005 -0.38486499999999996 0.11043500000000002 -0.23071499999999998 0.086420000000000011 -0.0090499999999999973 -0.089024999999999979 -1.0000000180025095e-35 -0.07142999999999998 -0.070894999999999986
decision_type=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 -9 -11 -12 -13 -14
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 11 12 13 -15
leaf_value=-0.00056041608153086528 -0.00064750926100780076 -0.00054645836012746419 0.00066314600712243977 -0.00055942918997188367 0.00067378862528610949 -0.0004949824138211858 0.00065795273095052261 0.00056821106771193794 -0.00048197210176278938 0.00055957720617707727 -0.00076011996868791121 -0.00046172652796412173 -1.7530289137416178e-05 0.00079381534673589565
leaf_weight=0.0011034378384439407 0.0010316461316211721 0.0010593760284809397 0.0010178691401278939 0.00105039025961384 0.0012111527568104625 0.0013181294588725532 0.0014408740809878943 0.0012620701182747803 0.0010689815851235192 0.0012187261756380612 0.0010231794643603574 0.0010292082727536792 0.0012725490871139265 0.0010528427525493252
leaf_count=153 545 105 143 205 328 183 259 214 190 249 634 263 360 79
internal_value=0 2.76587e-05 6.8019e-05 2.49091e-05 7.2119e-05 1.03112e-05 6.92415e-05 -2.2505e-05 5.60547e-05 0.000139912 4.3326e-05 -0.000100393 0.000100829 0.000349814
internal_weight=0 0.0161288 0.0150694 0.0140515 0.0130012 0.01179 0.0106866 0.00924569 0.00792756 0.00685858 0.00559651 0.00437778 0.0033546 0.00232539
internal_count=3910 3365 3260 3117 2912 2584 2431 2172 1989 1799 1585 1336 702 439
is_linear=0
shrinkage=0.00188464


Tree=2941
num_leaves=11
num_cat=0
split_feature=13 0 1 3 12 16 0 52 49 1
split_gain=3.57763e-05 7.78627e-05 6.70265e-05 6.68463e-05 8.17578e-05 5.94928e-05 7.52313e-05 9.1216e-05 7.68197e-05 0.000115749
threshold=0.083175000000000013 -0.017269999999999997 0.076710000000000014 0.097615000000000021 0.086935000000000012 0.10994000000000002 -0.077944999999999987 1.0000000180025095e-35 -0.045004999999999996 0.11097000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -4 -10
right_child=1 -3 5 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.0013288325197019495 -0.0010283959166576399 0.0063406550730857872 0.0029778540891661205 0.0015050011920004014 -0.0089255767841587199 -0.0036201712438534723 0.0063158485581539681 0.0052916085981625583 0.00027899653420243353 -0.0078692366963361068
leaf_weight=0.0013187253120994801 0.0013604470519123992 0.0010837702385883834 0.001414097743368245 0.0010192735303480305 0.0010874981888908523 0.0012326573423052656 0.0010536885777497418 0.0012380428612337874 0.0019515645420327755 0.0011750443647932246
leaf_count=718 281 161 177 32 1072 244 442 251 388 144
internal_value=0 0.00223905 -0.000493657 -0.00289736 -0.0047622 0.000527272 0.00127552 0.000356477 -0.000989107 -0.00278328
internal_weight=0 0.00244422 0.0114906 0.0034255 0.00240622 0.0080651 0.00683244 0.00577875 0.00454071 0.00312661
internal_count=3910 442 3468 1822 1790 1646 1402 960 709 532
is_linear=0
shrinkage=0.020511


Tree=2942
num_leaves=16
num_cat=0
split_feature=14 123 133 48 50 12 3 15 3 0 49 43 2 42 12
split_gain=0.000288028 0.000171006 0.000211195 0.000201568 0.000181442 0.00016242 0.000183568 0.000262657 0.000230709 0.000169055 0.000213984 0.000139647 8.39913e-05 6.32118e-05 3.1936e-05
threshold=0.064610000000000015 1.0000000180025095e-35 0.10681500000000001 0.12649500000000002 0.086465000000000014 -0.023959999999999995 0.10666500000000002 -0.090674999999999992 -0.12008499999999998 -0.10071499999999999 -0.069934999999999983 -0.074254999999999988 0.089070000000000024 0.091230000000000019 0.090965000000000018
decision_type=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 14 10 -10 13 -12 -11 -7
right_child=-2 -3 -4 -5 -6 6 7 -9 9 11 12 -13 -14 -15 -16
leaf_value=-0.00057409381191073213 -0.001041531113636698 0.00065175331997225836 -0.00089258343423953351 -0.00075065941642903349 -0.00059901798430145 0.0009080592462110147 -5.6441962265032803e-05 0.0012030185715352605 -0.00051900420566622222 -0.00037051184959009518 0.00025206313550554528 -0.00082742713240853796 0.0009872255297583084 0.00030707441773443966 0.00044074792790002229
leaf_weight=0.0010411864131129609 0.0010013304474054746 0.0015955863135171276 0.0010027110389184335 0.0011591383783471918 0.001300864301944823 0.0010093763478475522 0.0010738160233246252 0.0015636269393116556 0.0010190360133637087 0.001098008861738213 0.0014843009142913679 0.0014883557623115678 0.0010000380777887147 0.0010220428779064775 0.0012692556775359964
leaf_count=172 138 325 499 99 500 115 50 116 69 508 75 859 92 148 145
internal_value=0 3.87434e-05 -2.04221e-05 3.58934e-05 9.93401e-05 0.000168853 0.000233166 0.000690238 0.00010479 -6.91769e-05 0.000237633 -0.000367056 0.000547993 -4.38584e-05 0.000647755
internal_weight=0 0.0181273 0.0165318 0.015529 0.0143699 0.013069 0.0120279 0.00263744 0.00939041 0.00711178 0.00350338 0.00360841 0.00248434 0.00212005 0.00227863
internal_count=3910 3772 3447 2948 2849 2349 2177 166 2011 1751 236 1515 167 656 260
is_linear=0
shrinkage=0.00196078


Tree=2943
num_leaves=15
num_cat=0
split_feature=14 403 48 51 15 158 151 15 49 2 0 15 2 2
split_gain=0.000321631 0.000152993 0.000196801 0.000181087 0.000181134 0.000170849 0.000196713 0.000213829 0.000217108 0.000193888 0.000184128 0.000163501 0.000140899 8.48297e-05
threshold=0.064610000000000015 0.088015000000000024 0.12675000000000003 0.10876000000000001 -0.24219999999999997 0.084710000000000021 -0.076429999999999984 -0.07142999999999998 -0.010424999999999999 0.089910000000000004 -0.032484999999999993 0.085285000000000014 0.106285 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 9 -9 -8 11 13 -12 -10
right_child=-2 -3 -4 -5 5 -7 7 8 10 -11 12 -13 -14 -15
leaf_value=0.00087886664586317984 -0.0010338099118815166 -0.00062417895562294837 -0.00062218587471439611 -0.0005721137321944371 0.0007421175466110581 -0.00060849325206171589 -0.00076111635666841458 -0.00040408238020770961 0.00064583788247109448 0.0001914671417154788 -0.00027248714799880979 2.532933048940982e-05 0.00059455924487237751 0.0013283193066442852
leaf_weight=0.0012405916458486403 0.0010574997848584447 0.0011767686032118667 0.0013225155331303235 0.0011987688240370957 0.0019271422700936148 0.0010372482589872051 0.0016908319010548222 0.0014695974010499229 0.0016359000114898161 0.0013770052034329239 0.0018468084703064033 0.0010044590540226363 0.0010409123450831892 0.0010699855695024945
leaf_count=262 138 336 123 208 459 298 269 174 249 241 146 739 82 186
internal_value=0 3.40321e-05 7.73964e-05 0.000133337 0.000188463 0.000127718 0.000186177 8.99642e-05 0.00025101 -0.000333547 0.00039692 0.000674668 4.00497e-05 0.000915711
internal_weight=0 0.0190385 0.0178618 0.0165393 0.0153405 0.0140999 0.0130626 0.0111355 0.00806766 0.00306784 0.00659807 0.00371034 0.00288772 0.00270589
internal_count=3910 3772 3436 3313 3105 2843 2545 2086 1576 510 1402 1174 228 435
is_linear=0
shrinkage=0.00188464


Tree=2944
num_leaves=14
num_cat=0
split_feature=403 0 4 42 49 3 3 4 15 3 4 16 12
split_gain=0.000131738 9.42265e-05 0.000104056 7.97395e-05 0.000106283 0.000136901 0.000148629 0.000139795 0.000126945 8.9883e-05 0.000113756 8.45587e-05 3.18211e-05
threshold=0.088015000000000024 0.059810000000000009 -0.08422499999999998 0.098285000000000011 -0.091004999999999989 -0.08348499999999999 -0.0026499999999999996 -0.00027999999999999998 -0.017214999999999998 0.10420500000000001 0.26048500000000002 -0.083564999999999987 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 11 7 -7 9 -8 -11 -6 -3
right_child=-2 12 3 -5 5 6 8 -9 -10 10 -12 -13 -14
leaf_value=-0.00040562199340898067 -0.00061045617876854218 0.00056608242114259332 -0.00048233172059320198 0.00046879148268906345 0.00075773939707711403 -2.6591812098807341e-06 0.00020814346080957628 -0.00089739034711198919 0.00052604257873331214 -0.0006957927253142984 7.2520890870336841e-05 8.1675720883771168e-05 0.00015339558922477294
leaf_weight=0.0018349009579065522 0.0010109176345348718 0.001063794266373815 0.0012474914421807841 0.0011001202485978285 0.0010994955081058203 0.0010051385453075984 0.0018813158267837714 0.0010304550701378996 0.0014098573812973388 0.001083111086829236 0.0011659712749026788 0.0010575761463709737 0.001115076851815558
leaf_count=547 343 123 158 426 188 722 150 396 70 73 119 494 101
internal_value=0 2.48082e-05 -2.68747e-05 3.06529e-05 -1.32439e-05 4.68802e-05 -6.11454e-05 -0.000455589 8.37804e-05 -6.718e-05 -0.000297483 0.000426277 0.000354882
internal_weight=0 0.0160943 0.0139154 0.0120805 0.0109804 0.00973292 0.00757585 0.00203559 0.00554026 0.0041304 0.00224908 0.00215707 0.00217887
internal_count=3910 3567 3343 2796 2370 2212 1530 1118 412 342 192 682 224
is_linear=0
shrinkage=0.00170698


Tree=2945
num_leaves=15
num_cat=0
split_feature=133 48 48 51 4 3 16 52 13 1 0 3 4 42
split_gain=0.000150745 0.000144835 0.000127039 0.000174849 0.000169946 0.000156116 0.000113187 0.000139744 9.51761e-05 0.000165463 0.000121258 0.000177408 0.000103155 4.87026e-06
threshold=0.10681500000000001 0.12675000000000003 0.097140000000000018 0.10731500000000001 0.28937500000000005 0.11476000000000001 -0.38486499999999996 -0.27466499999999994 0.083175000000000013 0.095575000000000007 -0.13027499999999997 -0.082139999999999977 -0.0017649999999999999 -0.028654999999999996
decision_type=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 12 -12 -9 -10
right_child=-2 -3 -4 -5 -6 -7 7 8 13 -11 11 -13 -14 -15
leaf_value=-0.00065358509181727116 -0.00066300350248510518 -0.00059044551209925578 0.00055332199706015629 -0.00071685901947347397 0.00069818958121756203 0.00051643133261176141 -0.00063573808281376643 -0.00022782980742215944 0.00031404210688488527 0.00054752773346833426 8.4947532509223299e-06 -0.00081140639731491716 0.00058188026476511847 0.0004926217214104914
leaf_weight=0.0010169027053256721 0.0011314310871221164 0.0011923042543344744 0.0015707625291859232 0.0010078245741697101 0.0012625849636644692 0.0016715083822967944 0.0010739078370669225 0.001059591632210477 0.0010027029058837858 0.0012564254769158283 0.0017923969935278504 0.0016754743219692017 0.0010068831496603562 0.001001801996276086
leaf_count=145 545 109 226 185 327 92 324 73 84 234 810 648 48 60
internal_value=0 1.91351e-05 6.34559e-05 1.15633e-05 6.46829e-05 9.87861e-07 -7.81561e-05 -1.8865e-05 5.64556e-05 -4.59238e-05 -0.000180651 -0.000387634 0.000166699 0.000403292
internal_weight=0 0.0175911 0.0163988 0.014828 0.0138202 0.0125576 0.0108861 0.00986918 0.00879528 0.00679077 0.00553435 0.00346787 0.00206647 0.0020045
internal_count=3910 3365 3256 3030 2845 2518 2426 2281 1957 1813 1579 1458 121 144
is_linear=0
shrinkage=0.00181146


Tree=2946
num_leaves=14
num_cat=0
split_feature=124 12 484 43 16 16 15 42 0 151 4 47 3
split_gain=0.000168022 0.000128571 9.93915e-05 0.000107014 0.000101761 0.000269756 0.00025019 0.000126773 0.000167498 0.000102731 0.000190829 0.000125014 2.33527e-05
threshold=0.0040150000000000003 0.10852500000000001 -0.0043499999999999988 -0.15109999999999998 0.15100500000000003 0.011450000000000002 -1.0000000180025095e-35 0.086325000000000013 -0.084304999999999977 -0.08341999999999998 0.0057500000000000008 0.088670000000000013 -0.084129999999999996
decision_type=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 -10
right_child=-2 -3 3 4 6 -7 -8 -9 12 10 11 -13 -14
leaf_value=-0.00053417677088707534 0.00070296190219287888 -0.00060360172000813563 0.00043456970831601011 0.00037990158637506464 0.00029354034093060808 0.00091955762724510426 -0.00084870669137134523 -0.00051241127611013741 0.00030028824247632288 -0.00074748919197381223 0.00037092700831100272 -0.00042577012445661489 0.00069110794344819115
leaf_weight=0.0011147801131716458 0.0010060975113070801 0.0013121351079044127 0.0018454102667231293 0.001080511982183595 0.0011089566158227863 0.0010478832994329996 0.0014545421012323772 0.001608638666671729 0.0010061625589702014 0.0015686172799814885 0.0015942902341774582 0.0010869024994609178 0.0010006434650284054
leaf_count=563 94 312 194 164 251 187 188 743 309 407 215 61 222
internal_value=0 -5.91188e-05 -1.30778e-05 2.72561e-05 -3.26031e-05 4.99872e-05 -0.000354576 -5.1872e-05 4.90996e-05 -0.000118837 -0.000245642 4.79617e-05 0.000495161
internal_weight=0 0.0168295 0.0155173 0.0144026 0.0125571 0.00999365 0.0025635 0.00894577 0.00733713 0.00533032 0.00424981 0.00268119 0.00200681
internal_count=3910 3816 3504 2941 2747 2308 439 2121 1378 847 683 276 531
is_linear=0
shrinkage=0.00181146


Tree=2947
num_leaves=11
num_cat=0
split_feature=43 43 0 16 4 13 1 47 52 49
split_gain=3.65421e-05 0.000121207 0.000128268 8.58928e-05 6.45936e-05 8.96472e-05 0.000136835 0.000101661 7.20304e-05 3.06005e-05
threshold=-0.053009999999999995 -0.079109999999999986 -0.017269999999999997 0.0032450000000000005 -0.34687499999999999 0.0015650000000000002 0.076710000000000014 0.077735000000000012 -0.0066199999999999991 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 8 9 -8
right_child=4 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=9.2413603336210464e-06 -0.0059719944144703196 0.0093868366936866055 0.0061358288516715825 -0.0089414924432056307 -0.0093165178300488646 0.0068725512085621703 0.0023782881146998938 -0.0053853656272141066 0.0059260349767038941 -0.0036006472105188825
leaf_weight=0.0018831696412395216 0.0013861236372124126 0.0010131751903156121 0.0013524197834757913 0.0010405452646478526 0.0010758166162888995 0.0010000433975764006 0.0010303293486619569 0.0013965831796341754 0.0019360557580946685 0.0011133960143553693
leaf_count=856 224 454 147 341 821 230 95 159 470 113
internal_value=0 0.00161119 -0.000231145 -0.00317631 -0.00101075 -0.000100172 -0.0011644 0.000437059 0.00243018 -0.000727018
internal_weight=0 0.00528931 0.00427613 0.00292371 0.00893835 0.00755222 0.00655218 0.00547636 0.00407978 0.00214373
internal_count=3910 1798 1344 1197 2112 1888 1658 837 678 208
is_linear=0
shrinkage=0.0250028


Tree=2948
num_leaves=14
num_cat=0
split_feature=124 4 48 52 158 0 2 48 12 1 13 52 2
split_gain=0.000201685 0.000183381 0.000174279 0.00017232 0.00019443 0.000180148 0.000139148 0.000156841 0.000153214 0.000194655 0.000139557 0.000136706 0.000113866
threshold=0.10143000000000002 -0.49837999999999999 0.12862000000000004 0.10898500000000001 0.084965000000000027 1.0000000180025095e-35 0.088820000000000024 0.097140000000000018 0.097345000000000015 0.088495000000000018 -0.10023999999999998 -0.048794999999999991 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 10 9 12 -8 -12 -3
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.00077845768272182274 0.00081826106916969995 0.00043060480253520134 -0.00069429839267075527 -0.00048979326332196263 -0.00069698504369280231 0.00083018357321789553 0.00074409640578565234 0.00094563040169321725 0.00045941943546083929 -0.00080870759943739597 0.00028729166965371476 -0.00051810776571408824 -0.0003479168374082116
leaf_weight=0.0012477377998636801 0.0010029397189042074 0.0013439742485124948 0.0012882847587622403 0.0019718203936626372 0.0010017069429934947 0.0014112542987426676 0.0010932643753266344 0.001168752962694565 0.0013506325035042947 0.0016271138157429492 0.001850934876818984 0.0013445076110222432 0.0014360624585073372
leaf_count=174 55 300 120 640 294 165 121 117 141 363 339 433 648
internal_value=0 -6.72983e-05 -1.47566e-05 4.13615e-05 0.000118213 0.000182885 0.000101433 0.000321369 -0.000107031 -0.000280628 0.000151247 -5.15865e-05 2.84498e-05
internal_weight=0 0.018136 0.0168883 0.0156 0.0136282 0.0126265 0.0112152 0.00545746 0.00575778 0.00440715 0.00428871 0.00319544 0.00278004
internal_count=3910 3855 3681 3561 2921 2627 2462 1010 1452 1311 893 772 948
is_linear=0
shrinkage=0.00192234


Tree=2949
num_leaves=11
num_cat=0
split_feature=11 3 13 0 0 47 1 52 13 1
split_gain=3.81312e-05 7.35015e-05 8.13034e-05 7.41731e-05 7.58877e-05 0.000102931 6.51414e-05 0.000119866 7.46733e-05 3.96691e-05
threshold=0.079700000000000007 -0.12008499999999998 0.23436000000000004 -0.053834999999999994 -0.074514999999999984 0.087850000000000025 0.08844500000000001 -0.074484999999999982 -1.0000000180025095e-35 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 -9
right_child=-2 2 -4 -5 -6 -7 7 9 -10 -11
leaf_value=0.0057554334273030262 -0.0045359748274050211 -0.0064449516549529382 0.0065387422721650719 -0.0055634321278984532 0.0059404976917784257 -0.0071352772575030603 -0.0040816952214067686 0.0092597433635835859 0.0024221426971849178 0.0027376286933332109
leaf_weight=0.0014542693192442944 0.0011285050050149218 0.0014420371981633201 0.0010235817897463187 0.0018929817663329721 0.001207346415510277 0.0014185676670820466 0.0011488816147091005 0.0011833673253449258 0.0010805665417931752 0.001244280031232857
leaf_count=192 254 1324 127 392 488 283 120 256 242 232
internal_value=0 0.000349719 -0.000325563 -0.000987284 5.55426e-06 -0.000947601 0.000491561 0.00270504 -0.0026467 0.00591686
internal_weight=0 0.0130959 0.0116416 0.010618 0.00872505 0.0075177 0.00609913 0.00357653 0.0025226 0.00242765
internal_count=3910 3656 3464 3337 2945 2457 2174 608 1566 488
is_linear=0
shrinkage=0.0255028


Tree=2950
num_leaves=14
num_cat=0
split_feature=403 14 3 453 4 52 0 0 4 42 0 16 1
split_gain=0.000152755 0.000142151 0.000125514 0.000105015 0.000101951 0.000100909 0.000136003 0.000137295 0.00018042 0.000204415 0.00030141 0.000143087 7.24317e-05
threshold=0.088015000000000024 0.018455000000000003 -0.16059999999999997 1.0000000180025095e-35 0.27608500000000008 0.11401500000000002 0.076335000000000014 -0.053834999999999994 -0.083329999999999987 0.091485000000000025 -0.10131499999999999 -0.057604999999999996 0.09832500000000001
decision_type=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 12 -10
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00073364945799264485 -0.00071730546597919512 -0.00066637574128671233 0.00078133585755659526 -0.00056799681879718313 0.00050455383221596544 -0.00043640049867319452 0.00061103303107564388 -0.00053525721447487485 -0.00044573443377193291 0.0006430782591560812 -0.00095837276446759175 0.00066495176737921431 0.0001943208921170888
leaf_weight=0.0010069240311376864 0.0010660176100150262 0.0010116289636347272 0.0012003312079286446 0.0010040064898915726 0.001787085045943237 0.0016043227927466158 0.0015308904340325625 0.0015218755553754659 0.0014625245018367455 0.0013265637864933255 0.0014162713049876863 0.0011011559955611495 0.001180916443471014
leaf_count=170 343 150 369 97 334 499 75 242 116 359 983 114 59
internal_value=0 3.26527e-05 7.64588e-05 3.2739e-05 7.54184e-05 1.32952e-05 8.04667e-05 -7.72775e-06 9.67024e-05 -2.99713e-05 -0.000202974 8.27312e-05 -0.0001598
internal_weight=0 0.0171545 0.0161429 0.0151359 0.0141319 0.0123449 0.0107405 0.00920964 0.00768776 0.00648743 0.00516087 0.0037446 0.00264344
internal_count=3910 3567 3417 3247 3150 2816 2317 2242 2000 1631 1272 289 175
is_linear=0
shrinkage=0.00192234


Tree=2951
num_leaves=15
num_cat=0
split_feature=403 14 52 160 157 4 15 52 43 0 4 2 4 51
split_gain=0.000207944 0.000161907 0.000113991 0.000212289 0.000136948 0.000116045 0.000126923 0.000198183 0.000117034 0.000206938 0.000104061 8.60292e-05 0.000166867 7.47179e-05
threshold=0.088015000000000024 0.020750000000000005 0.28122000000000008 -0.081069999999999989 -1.0000000180025095e-35 -0.083329999999999987 -0.041049999999999996 -0.081429999999999989 -0.090634999999999979 -0.096384999999999985 0.25367000000000006 0.10648500000000001 -0.37626499999999991 0.083165000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 11 7 -7 -8 -10 13 12 -6 -9
right_child=-2 -3 -4 4 5 6 8 10 9 -11 -12 -13 -14 -15
leaf_value=0.00070384450784188922 -0.00076857385288613416 -0.00067243365971051891 -0.00049007269086067903 -0.00054670869945237256 -0.0003509186426465205 0.00064818423863514019 0.00018679794049488764 -0.00071261169238050182 1.9824489222641603e-05 -0.0011290935961250081 0.00022332801850340596 0.00079190917531870653 0.00064399226549732727 -3.9760038475845528e-05
leaf_weight=0.0017597280721923956 0.0011461843677836097 0.0010199166294014286 0.0011068479134440498 0.0012091582262755913 0.0010467903998264694 0.0017695761117807809 0.001026757026354852 0.0010013993848232458 0.0010158973780470815 0.0010421268940808302 0.0020007036493032739 0.0011131155956181082 0.0011730881135448195 0.0011793491831476942
leaf_count=499 343 144 336 409 79 337 84 220 89 583 272 70 346 99
internal_value=0 2.79118e-05 7.13484e-05 0.000111863 3.51417e-05 9.20226e-05 -1.4542e-05 0.00014003 -0.000312736 -0.000561956 -7.50186e-05 0.000380921 0.000174839 -0.000348733
internal_weight=0 0.0174645 0.0164445 0.0153377 0.013578 0.0123688 0.00903581 0.00595103 0.00308478 0.00205802 0.00418145 0.00333299 0.00221988 0.00218075
internal_count=3910 3567 3423 3087 2588 2179 1684 928 756 672 591 495 425 319
is_linear=0
shrinkage=0.00181146


Tree=2952
num_leaves=15
num_cat=0
split_feature=14 133 376 132 133 4 4 1 43 47 48 4 15 16
split_gain=0.000233671 0.000120191 0.000199566 0.000181283 0.000101653 9.78905e-05 0.000130943 0.000153281 0.000186047 0.000115309 0.000117286 0.000129988 9.04221e-05 0.000179629
threshold=0.054835000000000009 0.10681500000000001 0.048375000000000008 0.080815000000000012 -0.090054999999999982 -0.23071499999999998 -0.083329999999999987 0.12864500000000004 -0.079109999999999986 0.09252500000000001 0.084500000000000006 0.0057500000000000008 0.014775000000000002 -0.029944999999999996
decision_type=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 12 -12 13 -10
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 11 -13 -14 -15
leaf_value=-0.00057303963021314666 -0.00083283177185847961 -0.0005315659694688881 0.00072721108983681817 0.00072030325820725998 -0.00037165454358163816 0.000630066188710008 -0.00060647425190837282 0.00054878409287306056 0.0010190011524162166 -0.00047736177929014564 -0.00058850091304931524 0.00026327952052685626 -9.2637266256335042e-05 5.5268124927967819e-05
leaf_weight=0.0010186528618829479 0.0010163747727413635 0.0010773227508660858 0.0013796816287237204 0.0010863238655220769 0.001824358292503935 0.0011855136773442259 0.0017166960823453911 0.0014065969229432101 0.0012281028512387048 0.0011050438839464577 0.0011363462608751096 0.0011240118823854228 0.0010050313998275009 0.001211957632438934
leaf_count=459 147 528 173 250 233 256 733 178 152 149 106 36 326 184
internal_value=0 4.30783e-05 8.07618e-05 2.14944e-05 -3.28757e-05 9.63463e-06 7.21932e-05 5.61582e-06 -8.39821e-05 4.77205e-05 0.00014942 -0.000164935 0.00035567 0.000540323
internal_weight=0 0.0175056 0.0164283 0.0150486 0.0139623 0.0129437 0.0111193 0.00993379 0.00852719 0.00681049 0.00570545 0.00226036 0.00344509 0.00244006
internal_count=3910 3763 3235 3062 2812 2353 2120 1864 1686 953 804 142 662 336
is_linear=0
shrinkage=0.00177594


Tree=2953
num_leaves=11
num_cat=0
split_feature=15 13 403 43 43 2 160 16 2 3
split_gain=3.48126e-05 4.78246e-05 6.44878e-05 0.000116573 8.98059e-05 9.00566e-05 0.000113103 7.11958e-05 6.68384e-05 5.37235e-05
threshold=0.091600000000000015 0.24813000000000004 0.03138500000000001 -0.089949999999999988 -0.049504999999999987 0.089785000000000018 0.088785000000000017 -0.057604999999999996 0.10137500000000001 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 8 -6 -7 -10
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11
leaf_value=-0.0065459879985307022 -0.0033123463164928075 0.0047231830891215493 0.0046066878137141524 0.0048234307575629898 -0.008471242304292621 0.0037729612068527736 0.0072811985314701526 -0.0006422788969988885 -0.0060200669554064867 6.7989980809425758e-05
leaf_weight=0.0014326916967637481 0.001438292351147623 0.0011154242419134453 0.0012860801087840263 0.0017275991114281616 0.0011156568021112418 0.0011093832231560529 0.0010647870434198348 0.0011761745099596579 0.0012855672978481589 0.0016082820602180328
leaf_count=431 644 126 348 937 477 163 71 266 299 148
internal_value=0 0.00032889 -8.6273e-05 -0.000659984 0.00026798 -0.000801334 0.000850181 -0.0044534 -0.000860353 -0.00263658
internal_weight=0 0.0129216 0.0118062 0.0105201 0.00908745 0.00735985 0.00506802 0.00229183 0.00400323 0.00289385
internal_count=3910 3266 3140 2792 2361 1424 681 743 610 447
is_linear=0
shrinkage=0.0222017


Tree=2954
num_leaves=16
num_cat=0
split_feature=14 403 124 4 123 48 12 50 133 3 160 15 12 4 3
split_gain=0.000350649 0.00023318 0.000135739 0.000210817 0.000183235 0.000253297 0.000219629 0.000241946 0.000205773 0.000252209 0.000228799 0.000194963 0.000176104 0.000149208 6.54482e-05
threshold=0.073890000000000011 0.088015000000000024 0.10143000000000002 -0.49837999999999999 1.0000000180025095e-35 0.12738500000000003 -0.0089849999999999982 0.086465000000000014 -0.075034999999999977 0.097615000000000021 0.087825000000000014 -0.087539999999999993 0.086935000000000012 0.08734500000000002 -0.021064999999999997
decision_type=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 -8 10 12 -11 14 -14 -10
right_child=-2 -3 -4 4 -6 -7 7 -9 9 11 -12 -13 13 -15 -16
leaf_value=-0.00075271349134657032 -0.0011027292435067991 -0.00079407391399345184 0.00076346866880489114 -0.00067815770792435226 0.00087684572320106166 -0.00082280613862018243 0.0010890814761351116 -0.00068348371539533903 0.00085544044437013364 0.00019977871573619775 -0.0007294710369824208 0.0012222420867191741 -0.00048418937569537411 0.00030003902997630436 0.00027282388046346982
leaf_weight=0.0010893422775994461 0.0010129482311048424 0.0011295675183354515 0.0010004717010291082 0.0011161452042454346 0.001020582473336743 0.001090406228945808 0.0010049029807017414 0.0010197093750812904 0.0011623513219848908 0.0013684032086534459 0.0012166891744868902 0.0012838671750700636 0.0018631873328208383 0.0016031871053222603 0.0016670454877152465
leaf_count=167 135 336 54 181 269 94 279 526 447 67 225 110 808 143 69
internal_value=0 3.58556e-05 8.94056e-05 4.85485e-05 0.000105166 5.04589e-05 0.000122024 0.000195295 0.000275521 0.000195091 1.8699e-05 0.000694716 0.000163287 -0.000121486 0.00051217
internal_weight=0 0.0186359 0.0175063 0.0165058 0.0154165 0.0143959 0.0133055 0.0121893 0.0111696 0.0101647 0.00751246 0.00265227 0.00629577 0.00346637 0.0028294
internal_count=3910 3775 3439 3385 3218 2949 2855 2674 2148 1869 1692 177 1467 951 516
is_linear=0
shrinkage=0.00188464


Tree=2955
num_leaves=12
num_cat=0
split_feature=4 42 15 3 3 4 16 3 16 3 16
split_gain=3.73662e-05 4.32843e-05 7.0017e-05 7.21809e-05 7.79332e-05 8.27939e-05 9.61651e-05 9.59885e-05 6.1053e-05 3.40358e-05 2.13869e-06
threshold=0.27608500000000008 0.091955000000000023 0.091600000000000015 -0.100615 -0.078884999999999997 -1.0000000180025095e-35 -0.094359999999999986 0.045635000000000002 -0.0041999999999999997 0.11476000000000001 -0.48509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 -8 -9 -2
right_child=10 -3 -4 4 5 6 8 9 -10 -11 -12
leaf_value=0.0049983286667782878 0.0035605358190687751 -0.0039002168648612453 -0.0056623246949979158 -0.0050989680937378028 0.0086285338591029059 -0.0070102183635638816 0.0051205652075386621 -0.0022873122484802113 -0.0026184183952397376 0.0032550259109691104 0.0020855540042829645
leaf_weight=0.0016071138948339355 0.0010046086057590195 0.0016653937803115639 0.0010057617933560596 0.0014075151127834907 0.0011306037144510426 0.0011705363837276996 0.0010047340804724969 0.0011080353685374855 0.0010898151301221128 0.0011663849389615677 0.0010119718239573624
leaf_count=332 231 711 344 1285 222 158 124 125 87 81 210
internal_value=0 -0.00050431 2.47136e-05 0.000615313 -0.000256726 0.000765076 -0.00181144 0.0032357 0.00109389 0.00055495 0.00282035
internal_weight=0 0.0123559 0.0106905 0.00968474 0.00807762 0.00667011 0.00326509 0.00340502 0.00209455 0.00227442 0.00201658
internal_count=3910 3469 2758 2414 2082 797 369 428 211 206 441
is_linear=0
shrinkage=0.0226458


Tree=2956
num_leaves=15
num_cat=0
split_feature=124 4 14 157 0 16 43 2 43 0 49 151 15 1
split_gain=0.000167562 0.000180338 0.00012739 0.000165435 0.00017245 0.000155296 0.00025765 0.000107314 0.000106493 0.000203014 5.82589e-05 0.000139891 0.00010432 5.89788e-05
threshold=0.0049200000000000008 -0.49837999999999999 0.018455000000000003 -0.073574999999999988 0.047345000000000005 -0.055679999999999993 -0.073139999999999983 0.086875000000000022 0.0033500000000000005 -0.084304999999999977 0.0021350000000000002 -0.029339999999999995 -0.073314999999999991 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 9 10 11 -5 13 -13
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00069930924737309234 0.00067719481261356866 0.00059197019979060662 -0.00060199874375942587 0.00062935695456578749 0.00055494458318557679 -0.0003432033695386102 -0.00082716974186048645 0.00043001476680302293 -0.00047035769619403956 0.00066336405345211855 -0.0003585931828847226 -0.00019345315150276043 -0.00053918977198699183 0.00038590969429739511
leaf_weight=0.0012169685927874005 0.0010081348789917821 0.0014632245666633638 0.0010139700451762676 0.0010109758609155644 0.0014019768032994704 0.0010823090992837688 0.0019392262525320678 0.0010943043620946814 0.0010475429143373561 0.0016343631916766761 0.0012916071056354719 0.0010021568131606596 0.0011316550421093525 0.0011369911798647901
leaf_count=173 91 438 157 101 138 228 558 319 452 537 228 93 295 102
internal_value=0 -5.28363e-05 -4.42259e-06 3.53458e-05 -2.37888e-05 -8.93746e-05 -0.000365649 4.55363e-05 4.83677e-05 0.000123757 -3.44796e-05 6.32899e-05 -0.000111676 0.000114487
internal_weight=0 0.0174673 0.0162503 0.0152363 0.0137731 0.0123711 0.00411584 0.00217661 0.00825529 0.00720775 0.00557339 0.00428178 0.0032708 0.00213915
internal_count=3910 3819 3646 3489 3051 2913 1105 547 1808 1356 819 591 490 195
is_linear=0
shrinkage=0.00174112


Tree=2957
num_leaves=15
num_cat=0
split_feature=403 14 48 51 457 16 160 43 1 159 52 12 4 42
split_gain=0.000188072 0.000160938 0.000137419 0.000166592 0.000174945 0.000279576 0.000165552 0.000150745 0.000122165 0.000104533 9.01238e-05 0.000143047 0.000156818 5.59323e-05
threshold=0.088015000000000024 0.020750000000000005 0.12738500000000003 0.10876000000000001 -0.066264999999999991 -0.50388999999999984 -0.081069999999999989 -0.17307499999999998 0.09832500000000001 0.090705000000000022 -0.07984999999999999 0.086935000000000012 -1.0000000180025095e-35 0.084685000000000024
decision_type=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 13 12 -12 -9
right_child=-2 -3 -4 -5 5 6 7 9 -10 -11 11 -13 -14 -15
leaf_value=-0.00058527490042021874 -0.00077223023051152279 -0.00070200183962231184 -0.00050916992869772676 -0.00058218801661500264 0.0010137153564769334 0.00065081793723875117 0.00089635507682809602 4.1052339136441653e-05 9.2622935103198801e-06 -0.00063551496317442292 0.00054336288493713988 -0.0005441249325122573 -0.00029651753284239878 0.00063417800659534525
leaf_weight=0.0010167039833110592 0.0011149528538187846 0.0010216360367891605 0.0013524690922194589 0.0011270252393248458 0.0014303994725026669 0.0018698306169283056 0.0011739958683333338 0.0012108522920004274 0.0010397552632763762 0.0010302582735187242 0.0015335957515092815 0.0018932733850612234 0.001627704036414177 0.0010582632154109081
leaf_count=250 343 144 119 210 201 490 102 315 36 241 321 767 179 192
internal_value=0 2.49343e-05 6.77043e-05 0.000116432 0.000169329 0.000224652 0.000133904 4.24423e-05 0.000479705 -7.343e-05 5.64122e-06 -0.000134437 0.000110922 0.000317672
internal_weight=0 0.0183858 0.0173641 0.0160117 0.0148846 0.0138679 0.0124375 0.0105677 0.00221375 0.00835395 0.00732369 0.00505457 0.0031613 0.00226912
internal_count=3910 3567 3423 3304 3094 2844 2643 2153 138 2015 1774 1267 500 507
is_linear=0
shrinkage=0.00188464


Tree=2958
num_leaves=10
num_cat=0
split_feature=484 52 160 42 150 52 42 3 2
split_gain=5.71403e-05 4.66091e-05 6.46246e-05 8.47491e-05 6.38555e-05 0.00010348 6.25962e-05 0.000110707 0.000157882
threshold=-0.0043499999999999988 -0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086420000000000011 -0.11271999999999999 0.091590000000000019 0.090325000000000003 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 7 8 -5
right_child=1 2 3 6 -6 -7 -8 -9 -10
leaf_value=-0.004952958719567648 -3.0390848351957143e-05 -0.0047217208519948475 -0.0046038030047688555 -0.00019565563534461802 -0.0017921278047543963 0.0074094454654048923 -0.0029018451621235179 -0.0014114463556686679 0.010224579458467685
leaf_weight=0.0010024470190340253 0.0017486672089189635 0.0014493170562754299 0.001347895911578403 0.0012530485810544583 0.0014217594009057425 0.0016590494130533963 0.0012486110262971521 0.0019231650813397675 0.0014041107060979027
leaf_count=612 559 625 681 170 151 283 415 170 244
internal_value=0 0.000328216 -0.000611532 0.000218496 0.00200674 0.0035917 0.00133361 0.00248821 0.00531066
internal_weight=0 0.0134556 0.00862615 0.00717683 0.00482948 0.00340772 0.00582894 0.00458032 0.00265716
internal_count=3910 3298 2305 1680 993 842 999 584 414
is_linear=0
shrinkage=0.0213396


Tree=2959
num_leaves=11
num_cat=0
split_feature=1 0 49 4 43 42 48 16 0 12
split_gain=3.95096e-05 7.48343e-05 7.96506e-05 0.000103357 7.48059e-05 7.2894e-05 9.48988e-05 0.000113517 0.000105393 0.00011252
threshold=0.10398500000000001 -0.035699999999999989 -0.045004999999999996 0.25367000000000006 -0.17307499999999998 0.086325000000000013 0.086935000000000012 -0.083564999999999987 -0.10131499999999999 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 -6 -9 -10
right_child=1 -3 3 -5 5 -7 -8 8 9 -11
leaf_value=0.0044833124691554347 0.0062322587601513508 0.0074794527701050832 -0.0058419948022076541 0.002333513786370174 0.0052153815583858495 -0.0069500499344841296 -0.0068570468644614585 0.0039689565788089132 -0.011071189725796142 0.00028042050479802199
leaf_weight=0.0012184140162444842 0.0010021524183825643 0.0010052251671537572 0.0016545708484484441 0.0019404553100622595 0.001924516807643615 0.0013696986702532747 0.0012113534382832995 0.0010429275152168183 0.001016657261387598 0.0010006781345722722
leaf_count=202 162 226 217 282 472 1118 238 105 623 265
internal_value=0 0.00153975 0.000240965 -0.00142917 -0.00104298 -0.00193295 -0.000823881 0.000642241 -0.00223368 -0.00544034
internal_weight=0 0.0056024 0.00459718 0.00359503 0.00878425 0.00756583 0.00619613 0.00498478 0.00306026 0.00201734
internal_count=3910 887 661 499 3023 2821 1703 1465 993 888
is_linear=0
shrinkage=0.0240319


Tree=2960
num_leaves=16
num_cat=0
split_feature=14 403 48 51 3 0 1 43 0 0 4 48 2 51 52
split_gain=0.000155678 0.000154066 0.000158261 0.000190627 0.000154671 0.000154886 0.000216126 0.000204492 0.00020296 0.000339006 0.000180934 0.00016875 0.000113754 4.61032e-05 4.1316e-05
threshold=0.054835000000000009 0.088015000000000024 0.12675000000000003 0.10876000000000001 -0.15327499999999997 -0.10575999999999998 0.11198000000000001 0.0016850000000000001 -0.07773999999999999 -0.053834999999999994 1.0000000180025095e-35 0.089125000000000024 0.08400500000000001 -1.0000000180025095e-35 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 8 12 -10 -6 -12 -7 -11 -9
right_child=-2 -3 -4 -5 5 7 -8 14 9 13 11 -13 -14 -15 -16
leaf_value=0.00084708710331801045 -0.00072238508190512849 -0.0006385825541465552 -0.00056474762546602911 -0.00061589921447183194 0.00065860330517683303 -0.0011273718230991098 0.00093001961304075989 0.00018282459732237645 0.00076542801562987724 -0.00069600685963291367 -0.00056995126231474519 0.00038575227187034926 -0.00027493325913754198 -0.00015297351081870706 0.00070718623468038781
leaf_weight=0.0010822589604464307 0.0010122645282554721 0.0011276353366075102 0.0012523385177760386 0.0011203838024578224 0.0014056069282595163 0.0010155034376638239 0.0015939992820949546 0.0010069697017089235 0.0013576230250061244 0.0010322735461633856 0.0014891371043516226 0.0010942294880829095 0.0011281735661190192 0.0011052093244243617 0.0010457514046608059
leaf_count=176 147 336 123 208 111 411 131 247 426 158 185 56 887 149 159
internal_value=0 2.2466e-05 6.70234e-05 0.000118143 0.000175427 0.000120667 0.000354928 -4.93736e-05 -0.000231149 4.33822e-05 0.000125121 -0.000165147 -0.000678751 -0.000415225 0.000449959
internal_weight=0 0.0178571 0.0167295 0.0154771 0.0143567 0.0132745 0.00558297 0.0076915 0.00563878 0.00349511 0.00398897 0.00258337 0.00214368 0.00213748 0.00205272
internal_count=3910 3763 3427 3304 3096 2920 483 2437 2031 733 352 241 1298 307 406
is_linear=0
shrinkage=0.00184769


Tree=2961
num_leaves=12
num_cat=0
split_feature=11 3 457 1 3 15 43 3 12 2 16
split_gain=3.83691e-05 5.56083e-05 7.29836e-05 5.77421e-05 8.94913e-05 0.000146161 8.32981e-05 8.03929e-05 8.09802e-05 3.53834e-05 3.30228e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.0034949999999999994 0.095575000000000007 0.086245000000000016 -1.0000000180025095e-35 -0.075819999999999985 0.11265500000000002 0.090840000000000018 0.096750000000000017 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -5 -6 -9
right_child=-2 2 3 7 9 6 -8 10 -10 -11 -12
leaf_value=0.0044703576155972185 -0.0039937326676822999 -0.0060426999222000189 -0.010194150753002361 0.0080348213417758864 0.005497278990919144 0.0044089138714761486 -0.0040174210751269066 0.0018046894510689404 0.00016128298129781867 -0.00039853772244095571 -0.0035660136463625969
leaf_weight=0.0014651783422208091 0.0011550325622772016 0.0010054742875031985 0.0011202060340121055 0.0015890919340197261 0.0010207710331359143 0.0010732232763104122 0.0013691694961532376 0.001129000298883024 0.0011581338189558671 0.0010683870016663377 0.0012232501023852205
leaf_count=192 254 304 898 351 89 282 995 165 244 41 95
internal_value=0 0.000310217 -0.00020824 0.000337409 -0.00123902 -0.00342119 -0.000314766 0.00208457 0.00471561 0.00248218 -0.000988259
internal_weight=0 0.0132219 0.0117567 0.0107512 0.00565176 0.0035626 0.00244239 0.00509948 0.00274723 0.00208916 0.00235225
internal_count=3910 3656 3464 3160 2305 2175 1277 855 595 130 260
is_linear=0
shrinkage=0.0226458


Tree=2962
num_leaves=15
num_cat=0
split_feature=403 403 453 16 484 484 13 42 160 1 12 1 4 1
split_gain=0.00016813 0.000148519 0.000133114 0.000138886 0.000118531 0.00012455 0.00011619 0.000128557 0.000164752 0.000155921 0.000189597 0.000188958 0.000128612 0.000125728
threshold=0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.50388999999999984 0.087270000000000014 -1.0000000180025095e-35 -0.42334499999999992 -0.10770999999999999 0.097500000000000017 0.12263000000000002 0.098845000000000016 0.079945000000000016 -0.083329999999999987 0.094695000000000015
decision_type=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 12 -9 -13
right_child=-2 2 -4 4 -6 6 7 8 -10 -11 -12 13 -14 -15
leaf_value=-0.00065350355715031844 -0.00073732533756760271 0.00064611713957033639 -0.00057753492284652055 -0.00048518821664585339 -0.00054410537149825753 -0.00038001814568846084 -0.00036129479292412291 0.0011697492701014428 -0.0003736822903989079 0.0010881140449036631 -0.0004438981067020726 -0.00028365495349828146 0.00034082628110445245 0.00048343986455205143
leaf_weight=0.0010494047644227294 0.0010681981455300587 0.0016109064737727516 0.001028657504973606 0.0011258003033141695 0.0010608324020012485 0.0012068494758065316 0.0011246652476775169 0.0014999406828015661 0.0010832356656035116 0.0010451130153408374 0.0010174771391113988 0.0014532702279391116 0.0011941112072205891 0.0015883986351917338
leaf_count=930 343 209 95 503 290 60 108 65 103 157 161 256 307 323
internal_value=0 3.33868e-05 7.83282e-05 0.000123274 6.04176e-05 0.000112391 0.000172389 0.000239015 0.000315031 0.000410698 0.000305863 0.000438865 0.000802338 0.000116932
internal_weight=0 0.0170887 0.0160393 0.0150106 0.0133997 0.0123389 0.0112131 0.0100062 0.00888155 0.00779831 0.0067532 0.00573572 0.00269405 0.00304167
internal_count=3910 3567 2637 2542 2333 2043 1540 1480 1372 1269 1112 951 372 579
is_linear=0
shrinkage=0.00188464


Tree=2963
num_leaves=12
num_cat=0
split_feature=484 15 42 0 124 16 42 3 3 2 52
split_gain=4.77698e-05 4.78062e-05 0.000142786 0.000116439 8.90273e-05 6.60666e-05 0.000109214 9.46303e-05 5.79549e-05 8.6225e-05 8.50281e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.083674999999999986 -0.018779999999999995 0.41476000000000007 0.088915000000000008 -0.10140999999999999 0.0066850000000000008 0.113945 -0.072349999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 -6 -9 10 -10
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.0051012436523558127 -0.0047511692176346026 -0.011738092387410677 0.0043954085277102643 -0.0007746852159142214 0.0081907675157909393 0.0073001712442878541 -0.0060573472286841552 -0.0034742014000962635 -0.00060178606015871556 -0.0031438735147288474 0.0082632191411772145
leaf_weight=0.0010005157423545784 0.0012633478707829394 0.0010113319987828592 0.0012697851850473688 0.0012522031005617754 0.001298174754177598 0.0012045076039846857 0.0010229961016524755 0.0012921817677597819 0.0010236132435132994 0.0011238713422703599 0.0016040078348122655
leaf_count=612 280 272 620 461 179 211 347 586 74 138 130
internal_value=0 0.000342873 -0.00205471 -0.00567306 0.00120443 0.00208244 0.00122909 0.00240446 0.000915139 0.00242702 0.00480978
internal_weight=0 0.013366 0.00353332 0.00226354 0.0098327 0.00856935 0.00736485 0.00634185 0.00504367 0.00375149 0.00262762
internal_count=3910 3298 1353 733 1945 1665 1454 1107 928 342 204
is_linear=0
shrinkage=0.0240319


Tree=2964
num_leaves=11
num_cat=0
split_feature=4 1 2 40 3 48 49 3 2 42
split_gain=3.56301e-05 0.000117603 6.62302e-05 9.04872e-05 9.58243e-05 6.56273e-05 6.23698e-05 4.69686e-05 8.36218e-05 7.31756e-05
threshold=0.24280000000000004 0.11198000000000001 0.11043500000000002 -1.0000000180025095e-35 -0.089974999999999986 0.090530000000000013 -0.069934999999999983 0.094625000000000015 0.085255000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -4 -6 8 9 -8
right_child=1 -3 5 4 6 -7 7 -9 -10 -11
leaf_value=-0.0072803287641273716 -0.0023864890451100159 0.0062800068524618158 0.0058566286281853605 -0.0048656708226166873 -0.0040742970424693867 -0.0012156418442132548 0.006268828812088836 0.0058685223474090565 -0.0039918946447778259 -0.0012768806950271313
leaf_weight=0.0011112026520075239 0.0014356761210165942 0.0015349653765146134 0.0013265392357228361 0.0019084703093176329 0.0010383777615801835 0.0011698607688382795 0.0013896105204562223 0.0010536507685262597 0.0012248295326065099 0.0010837721437358932
leaf_count=197 196 353 297 634 149 154 268 106 966 590
internal_value=0 0.00209159 -0.000587131 -0.00147393 -0.000635857 0.00254243 0.000758294 0.00181431 0.000659235 0.00296249
internal_weight=0 0.00297064 0.0113063 0.00880991 0.00769871 0.0024964 0.00579024 0.00475186 0.00369821 0.00247338
internal_count=3910 549 3361 2910 2713 451 2079 1930 1824 858
is_linear=0
shrinkage=0.0217664


Tree=2965
num_leaves=11
num_cat=0
split_feature=150 151 151 4 52 13 43 13 3 0
split_gain=3.97725e-05 0.000117219 9.93991e-05 6.7658e-05 9.68015e-05 8.39254e-05 0.000104104 0.000115341 0.000106738 8.1616e-05
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 0.27608500000000008 0.11401500000000002 -0.094679999999999986 -0.074254999999999988 -0.003375 -0.036619999999999993 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 9 7 -7 -8 -4
right_child=1 -3 3 -5 -6 6 8 -9 -10 -11
leaf_value=-0.0070698488318048829 0.0073541078828107268 -0.0022520905927188913 -0.00041332800330493469 0.0047379965126949823 -0.006806727356907359 0.0062151046308197167 -0.010484218494891832 -0.0026984027715770101 -0.00075523824293013823 0.0086347428278280066
leaf_weight=0.0011481695338470049 0.0013379957166315764 0.0013734598210535134 0.0010456112011269121 0.0014405761015308374 0.0011842829133230344 0.001504319126336702 0.0010144689935299329 0.0015967160189339939 0.0014786217608346065 0.0010826727316808355
leaf_count=322 316 188 160 314 494 438 1098 301 218 61
internal_value=0 0.00248819 -0.00062184 9.36542e-05 -0.000657526 0.000285495 -0.00119978 0.00162556 -0.00471408 0.00418949
internal_weight=0 0.00271146 0.0114954 0.0103473 0.00890669 0.00772241 0.00559413 0.00310104 0.00249309 0.00212828
internal_count=3910 504 3406 3084 2770 2276 2055 739 1316 221
is_linear=0
shrinkage=0.0230987


Tree=2966
num_leaves=14
num_cat=0
split_feature=14 123 48 1 3 14 0 1 49 0 13 151 0
split_gain=0.00015493 0.000133055 0.000138468 0.000141532 0.000126819 0.000125275 0.000299793 0.000104028 8.63466e-05 0.000157538 0.000130174 7.19058e-05 0.000110077
threshold=0.020750000000000005 1.0000000180025095e-35 0.12738500000000003 0.10752500000000002 -0.15464999999999998 -0.24487499999999998 -0.11991499999999998 0.096035000000000023 -0.084114999999999981 -0.083424999999999985 -0.10241499999999999 -0.024429999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 -6 11 -11 -10 -13
right_child=-2 -3 -4 5 7 6 -8 -9 9 10 -12 12 -14
leaf_value=0.00051324247943688463 -0.00070645261567129703 0.0005419029944239898 -0.00064412096557722991 -0.00025201447715833146 -0.00058066349374084945 0.0011687230166988374 3.2501912577172269e-05 -0.0006832257811791514 0.00063225485808839218 0.0001534226487818586 -0.00060428102622838982 -0.0002929469769519424 0.0004404575106302114
leaf_weight=0.0010160039149509905 0.0010046294409306244 0.0014938991292946782 0.0010984306531699089 0.001016066089942258 0.0010221846220109512 0.0012537880903969942 0.0019426623381466343 0.0011022358387851585 0.0010662248385164448 0.0012033243913416314 0.0019492386686186447 0.001333960573685098 0.0013522939203487929
leaf_count=132 153 325 101 79 115 122 255 218 219 35 1178 167 811
internal_value=0 2.58139e-05 -2.43921e-05 2.33516e-05 -9.35209e-05 0.000302054 0.000478178 -0.000161795 -8.92925e-05 -1.65526e-05 -0.000315068 0.000234238 7.6258e-05
internal_weight=0 0.0168503 0.0153564 0.014258 0.0100455 0.00421252 0.00319645 0.00902946 0.00792723 0.00690504 0.00315256 0.00375248 0.00268625
internal_count=3910 3757 3432 3331 2875 456 377 2743 2525 2410 1213 1197 978
is_linear=0
shrinkage=0.00181146


Tree=2967
num_leaves=14
num_cat=0
split_feature=403 453 16 11 133 160 159 42 15 4 4 3 12
split_gain=0.000165222 0.000117162 0.000154586 0.000196193 8.61765e-05 0.000157017 0.000119553 0.00012289 0.000231311 0.000176911 0.000335875 9.16992e-05 7.04019e-05
threshold=0.088015000000000024 1.0000000180025095e-35 -0.50388999999999984 1.0000000180025095e-35 -0.07712999999999999 -0.082234999999999989 0.090705000000000022 0.08110500000000001 0.05377500000000001 -0.04133499999999999 0.0057500000000000008 0.11265500000000002 0.092365000000000017
decision_type=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 -11 -12 -9
right_child=-2 -3 3 -5 5 6 -8 12 -10 10 11 -13 -14
leaf_value=0.00058343713684219471 -0.00070542266114952058 -0.00056206951211594438 0.00052706553578748584 -0.00073670848968860182 -0.00053604519361765725 0.00069346961095620593 -0.00047372889908146084 0.00074003233803439058 -0.00065488578509013886 -0.00084707796247660613 0.00060595386765717235 -7.7537241137681017e-05 0.00014726338170163597
leaf_weight=0.0017352839050088264 0.0010497059593256959 0.0010138543825374815 0.0012335850203850146 0.0010659691387668235 0.0014434381199291248 0.0016510340855065897 0.0010668611787911187 0.0015735406492850611 0.0012891799554722583 0.0011254261953697201 0.0016070461807536655 0.0010749480434852077 0.0011293223095022813
leaf_count=247 343 98 414 239 578 116 250 511 401 209 123 53 328
internal_value=0 3.50905e-05 7.29404e-05 1.08202e-05 7.12127e-05 2.4198e-05 0.000101088 0.000165978 3.5242e-05 0.000198237 -1.65142e-05 0.000332009 0.000492359
internal_weight=0 0.0170095 0.0159956 0.0142604 0.0131944 0.0119608 0.0105174 0.0094505 0.00674763 0.00545845 0.00380742 0.00268199 0.00270286
internal_count=3910 3567 3469 3222 2983 2569 1991 1741 902 501 385 176 839
is_linear=0
shrinkage=0.00181146


Tree=2968
num_leaves=10
num_cat=0
split_feature=11 48 43 51 42 4 43 15 15
split_gain=3.97161e-05 5.27411e-05 0.000191031 5.57256e-05 5.28754e-05 9.01141e-05 6.82197e-05 9.73541e-05 0.000129004
threshold=0.079700000000000007 0.016865000000000002 -0.044024999999999988 0.013805000000000001 0.084100000000000022 0.070230000000000015 0.0016850000000000001 0.024640000000000006 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 8 -1
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0032059330981949862 -0.0043097417453967094 0.011050265802866527 -0.0047234875459494386 0.0020704213521005911 -0.0071172190178313216 0.0019934332320686423 0.0046687854158163466 -0.0067249862876619122 0.0060519214682376501
leaf_weight=0.0018741308227857045 0.001151742858252155 0.0011230467732376752 0.0011527217976775219 0.0017646385632967086 0.0015986256601357109 0.0010316154782697058 0.0016764587509662202 0.0012505670467453638 0.0016212774286901142
leaf_count=397 254 333 211 175 1203 231 300 543 263
internal_value=0 0.000345054 0.00262811 -0.000614021 -0.000673925 -0.0035439 0.000501443 -0.00097062 0.00108814
internal_weight=0 0.0130931 0.00404041 0.00291736 0.00905268 0.00263024 0.00642243 0.00474598 0.00349541
internal_count=3910 3656 719 386 2937 1434 1503 1203 660
is_linear=0
shrinkage=0.0240319


Tree=2969
num_leaves=11
num_cat=0
split_feature=1 49 3 12 43 16 12 15 15 15
split_gain=3.33259e-05 7.34343e-05 8.36813e-05 0.000243203 6.5985e-05 7.22547e-05 7.86109e-05 9.59988e-05 0.000105456 5.13746e-05
threshold=0.10398500000000001 -0.045004999999999996 0.11265500000000002 0.090840000000000018 -0.17307499999999998 0.070590000000000014 0.088590000000000016 -0.0063699999999999989 -0.097269999999999981 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 8 -6 -9
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11
leaf_value=0.0051163790722186485 0.0080914142271471916 0.014143554944161198 -0.0043611694294799289 -0.0044042260763086077 0.00352615207146618 -0.0073606445783804333 -0.0073444160016975894 0.0094292508021306207 -0.0086899398176677987 0.00075680244561122749
leaf_weight=0.0011952568233009929 0.0011714874834569755 0.0010286668401576493 0.0019844094895300098 0.0013463297321277129 0.0010891156499370771 0.0016969171387927733 0.0011465714270594268 0.0011794493190349096 0.0012540431162420098 0.0010787752709866382
leaf_count=202 213 252 195 227 217 467 1017 126 427 567
internal_value=0 0.00170752 -8.00121e-06 0.00362925 -0.00114759 -0.00215326 -0.000615928 0.00106067 -0.00301182 0.00528634
internal_weight=0 0.00553089 0.00435941 0.002375 0.00864013 0.00744487 0.00574795 0.00460138 0.00234316 0.00225822
internal_count=3910 887 674 479 3023 2821 2354 1337 644 693
is_linear=0
shrinkage=0.0287203


Tree=2970
num_leaves=11
num_cat=0
split_feature=150 151 151 4 124 13 2 42 12 16
split_gain=3.29897e-05 9.5406e-05 5.76459e-05 6.97992e-05 8.00644e-05 8.43856e-05 8.92352e-05 8.77214e-05 8.4745e-05 7.31816e-05
threshold=0.084800000000000014 -0.051109999999999996 -0.03268999999999999 0.27020000000000005 -0.018779999999999995 -0.074599999999999986 0.091250000000000012 -0.086109999999999978 0.088325000000000015 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 8 7 -7 -6 -9
right_child=1 -3 3 -5 5 6 -8 9 -10 -11
leaf_value=-0.0057291176354880994 0.0083064894359977069 -0.0019494533534616975 -0.0077247129796249193 0.005063145805135217 -0.0017505530065727 0.0069070407085126172 -0.0069017254846326162 -0.007295906475788325 0.0075194287233114757 0.0020685140627151369
leaf_weight=0.0013183516357219106 0.0011225920289585751 0.0013541022297247469 0.0010173235808755504 0.001588206686640393 0.0011370385374881511 0.001002544565072927 0.0016627811414511124 0.0010656857723587245 0.0016153598587484337 0.001201211006415849
leaf_count=363 275 183 111 343 574 295 678 470 415 203
internal_value=0 0.00269918 -0.000607824 4.83046e-05 -0.000866963 4.08963e-05 -0.00199542 0.000499839 0.00368992 -0.00233377
internal_weight=0 0.00247669 0.0116085 0.0102902 0.00870194 0.00768462 0.00493222 0.00326944 0.0027524 0.0022669
internal_count=3910 458 3452 3089 2746 2635 1646 968 989 673
is_linear=0
shrinkage=0.0260129


Tree=2971
num_leaves=10
num_cat=0
split_feature=11 3 1 4 1 15 15 151 0
split_gain=3.65281e-05 5.51341e-05 5.49256e-05 0.000101483 0.000119661 8.91524e-05 7.05196e-05 0.000108829 7.4374e-05
threshold=0.079700000000000007 -0.12008499999999998 0.095575000000000007 0.053925000000000008 0.11215000000000001 -0.106555 -0.0058549999999999991 -0.024429999999999997 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 7 -3 -8
right_child=-2 2 3 5 -6 -7 8 -9 -10
leaf_value=0.0045970590724588546 -0.0039945466895185818 -0.00012566956740523195 0.009720704989404241 0.0027499005160453865 -0.00065695331028811014 -0.0049843159884926606 0.003862537802214806 -0.010269244152176654 -0.0028001878439856088
leaf_weight=0.0014349014773158185 0.0011344790323065618 0.001183282997709647 0.0013112506671728568 0.0015315611633599365 0.0010820245724849267 0.0016539300692430224 0.0016441080665284468 0.0010788769788680299 0.0019590432709040402
leaf_count=192 254 329 277 305 184 169 555 827 818
internal_value=0 0.000328946 -0.000206206 0.00143461 0.00502886 -0.00126576 -0.00176687 -0.00496338 0.000239996
internal_weight=0 0.012879 0.0114441 0.00557877 0.00239328 0.00318549 0.00586531 0.00226216 0.00360315
internal_count=3910 3656 3464 935 461 474 2529 1156 1373
is_linear=0
shrinkage=0.0230987


Tree=2972
num_leaves=11
num_cat=0
split_feature=475 42 43 48 51 15 13 49 0 0
split_gain=3.41312e-05 7.20077e-05 9.37273e-05 9.22221e-05 6.12081e-05 0.000122066 7.20306e-05 0.000171129 6.10801e-05 4.25801e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.086125000000000021 0.10731500000000001 -0.11399999999999998 -0.09547499999999999 -0.047309999999999998 -0.069794999999999982 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 8 5 -4 -7 -8 -3 -2
right_child=1 2 4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0034437522122274218 -0.0064102612229363634 -0.0022003344852225943 0.0068965744478767686 0.010112858099570948 -0.0054105277222203374 0.0023235009284062812 0.0033994066484293759 -0.0081234505499495555 0.00553923533676055 5.8877190009929427e-05
leaf_weight=0.0013971385156650072 0.0011849791407285513 0.0010680098588075125 0.0012895626935059603 0.0010366719038513439 0.0010667086347092587 0.0019405771594769128 0.0011576204025669202 0.0016938987059939969 0.0011089710764531683 0.0010018052644584418
leaf_count=621 928 545 207 258 123 198 95 672 197 66
internal_value=0 0.000362226 0.00116604 0.00444248 -0.000306929 0.000588231 -0.00110936 -0.00344556 0.00174226 -0.00344663
internal_weight=0 0.0125488 0.010362 0.00321365 0.00714837 0.00608166 0.0047921 0.00285152 0.00217698 0.00218678
internal_count=3910 3289 2295 1000 1295 1172 965 767 742 994
is_linear=0
shrinkage=0.0230987


Tree=2973
num_leaves=10
num_cat=0
split_feature=11 48 0 1 2 2 13 42 3
split_gain=3.36393e-05 4.73841e-05 0.000134848 0.000135418 4.82761e-05 7.94312e-05 9.33052e-05 0.000102085 0.000123587
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.091655000000000014 0.11260500000000001 0.10393500000000001 -0.094679999999999986 -0.082904999999999993 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -8 -9
right_child=-2 2 3 -5 -6 -7 7 8 -10
leaf_value=0.0050642320464424203 -0.0039165935125566815 -0.0022272559105273176 0.0005963784170898472 0.012556675708175034 0.0028325550246478697 -0.007446195678308249 0.0029607611975158129 -0.010264674971106379 -0.00067887893119804397
leaf_weight=0.0013251286692440951 0.0011282841225867925 0.0018102308957487212 0.0010564678252740869 0.0010455682038784883 0.0017846609242112522 0.00106120718290959 0.0015317910260742862 0.0012338532948053349 0.0018906350738252824
leaf_count=188 254 115 332 272 421 171 407 1160 590
internal_value=0 0.00032793 0.0024863 0.00654552 -0.000628664 -0.00150577 -0.000451832 -0.00202165 -0.00446429
internal_weight=0 0.0127395 0.00391227 0.00210204 0.00882728 0.00704262 0.00598141 0.00465628 0.00312449
internal_count=3910 3656 719 604 2937 2516 2345 2157 1750
is_linear=0
shrinkage=0.0235607


Tree=2974
num_leaves=11
num_cat=0
split_feature=16 16 160 43 13 1 2 42 48 15
split_gain=3.25463e-05 9.67006e-05 0.000100266 7.60584e-05 0.00010968 7.55026e-05 6.28925e-05 5.41558e-05 7.19023e-05 5.99988e-05
threshold=-0.055679999999999993 -0.008069999999999999 -0.081299999999999983 -0.18906999999999999 -0.060719999999999989 0.11561500000000001 0.097940000000000013 0.08648500000000002 0.084905000000000022 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 6 7 -5 8 9 -1
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11
leaf_value=0.0064284383246220227 -0.008390224618326364 0.0073486778775278729 0.0046297026500007393 -0.0037336564480539526 -0.0082474794824014576 0.0063775306251270146 0.0050102917631952154 -0.0052554295219876127 -0.0033788136875545624 -0.0010755998042561354
leaf_weight=0.001750951425992465 0.0010493583403658581 0.001004511087132039 0.0010275483299820552 0.0010858845232022663 0.0016030654875614273 0.0014546785427583643 0.0010546020040646392 0.0010867696545007275 0.0015277122577102148 0.0011469243703111642
leaf_count=425 507 236 98 387 457 326 161 586 180 547
internal_value=0 -0.00126843 2.55152e-05 -0.00151631 -0.0032033 0.00120944 0.000574423 -0.000154389 0.00109825 0.00345848
internal_weight=0 0.00682497 0.00577561 0.0047711 0.00374355 0.00696704 0.00214049 0.00551236 0.00442559 0.00289788
internal_count=3910 1846 1339 1103 1005 2064 548 1738 1152 972
is_linear=0
shrinkage=0.0255028


Tree=2975
num_leaves=14
num_cat=0
split_feature=403 484 52 47 4 4 0 16 3 475 15 133 52
split_gain=0.000162893 8.86788e-05 8.77489e-05 0.000118856 9.76762e-05 0.000165515 0.000141115 0.000229684 0.0001047 8.44944e-05 0.000103593 0.000115191 6.24489e-05
threshold=0.087440000000000004 -0.0043499999999999988 0.11588000000000002 0.117025 0.25367000000000006 -1.0000000180025095e-35 -0.10071499999999999 -0.094359999999999986 -0.005644999999999999 -1.0000000180025095e-35 0.085285000000000014 0.084760000000000016 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -7 -6 -3 11 12 -11
right_child=-2 2 -4 -5 8 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00046220521830010519 -0.00073551237504574849 -0.00019965823354434645 -0.00031667673982047962 -0.00046017669461496691 0.00095890891308946587 -0.00059726047623082296 -0.00077180138163094225 0.00054058908826824586 0.00011846247698327337 0.00047462110809850112 -0.0001168669445315208 -8.2215047872900551e-06 0.0010148232924584583
leaf_weight=0.0011714059385832592 0.0010168667363537809 0.0010614468328315925 0.0017981274697837649 0.0011074267524122392 0.001021141942660179 0.0011079195534326319 0.0011015224543535216 0.0013359468572558819 0.0010031825947226485 0.001798594426543375 0.001156125804024806 0.0010822997171188124 0.0012303508084087096
leaf_count=585 349 329 484 100 180 71 244 66 186 285 631 178 222
internal_value=0 2.7178e-05 6.59015e-05 0.000118795 0.000172681 9.68814e-05 -0.000222733 2.47484e-05 0.000542414 0.000275929 0.000371766 0.000509175 0.00069405
internal_weight=0 0.0159755 0.0148041 0.013006 0.0118985 0.00987421 0.00354539 0.00244387 0.00202432 0.00632882 0.00526737 0.00411124 0.00302895
internal_count=3910 3561 2976 2492 2392 2026 381 137 366 1645 1316 685 507
is_linear=0
shrinkage=0.00184769


Tree=2976
num_leaves=13
num_cat=0
split_feature=133 133 147 15 12 156 12 4 2 3 42 52
split_gain=0.000120413 0.000112459 0.000109115 9.13121e-05 0.00026716 0.000128238 0.000123334 0.000225999 0.000160809 0.000166592 7.57168e-05 6.28324e-05
threshold=0.10681500000000001 0.083815000000000014 0.087265000000000023 0.024640000000000006 0.086865000000000012 0.088855000000000003 0.093375000000000014 -0.0010999999999999996 0.089910000000000004 0.11265500000000002 0.083815000000000014 -0.0058499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 11 -9 -10 -3 -1
right_child=-2 10 -4 4 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.00034525516309774434 -0.0006128750036944726 0.00077204030328912395 0.00054544670690247633 -0.0010753311376986933 9.1467962228283729e-05 -0.00060511020397083096 -0.00033744974795161202 -0.00047751772278538873 0.00062829991640011987 -0.00022021441811702249 9.0948801758744638e-05 0.0008945682043757199
leaf_weight=0.0015863959256045036 0.0010237038643784438 0.0010187996241663255 0.0010049621641322988 0.0010680197418114481 0.0016216552053304294 0.0010337339956042529 0.0019786585833944468 0.0018954440487611128 0.0014862720445262823 0.0015522222386311416 0.0011292779841866145 0.0012002519088149793
leaf_count=227 545 207 163 350 649 267 318 226 193 113 516 136
internal_value=0 2.72906e-05 -3.02822e-05 -7.33873e-05 -0.000371846 1.40618e-06 6.6048e-05 0.000169458 -6.34595e-05 0.000194834 0.00041398 0.000581853
internal_weight=0 0.0165757 0.0144276 0.0134227 0.00268967 0.010733 0.00969924 0.00772059 0.00493394 0.00303849 0.00214808 0.00278665
internal_count=3910 3365 2642 2479 999 1480 1213 895 532 306 723 363
is_linear=0
shrinkage=0.00181146


Tree=2977
num_leaves=11
num_cat=0
split_feature=16 13 12 133 1 14 0 15 2 1
split_gain=3.5767e-05 7.62531e-05 0.00011164 7.54777e-05 0.000120426 8.67199e-05 9.95564e-05 8.25753e-05 9.33616e-05 1.57601e-05
threshold=0.10994000000000002 0.15641500000000003 0.093125000000000013 0.083815000000000014 1.0000000180025095e-35 -0.13131999999999996 -0.10575999999999998 -0.0089749999999999986 0.090310000000000015 0.096230000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 8 -7 -8
right_child=1 -3 -4 -5 5 6 9 -9 -10 -11
leaf_value=-0.0061431447361442234 -0.0090816827403925222 0.0031438954942171432 0.00021427677827645433 0.0051792464136688242 -0.0050255894566358121 -0.0029382146316591479 -1.741450242111278e-05 0.0097024916231891762 0.0053924475554850354 -0.0040088134010095606
leaf_weight=0.0014370583344993429 0.0012018208794565889 0.0010916136146275207 0.001476465811093198 0.0016099823545032499 0.0010277868452631131 0.0011083305224437632 0.0010292487041751073 0.001028975785980317 0.0018273620967431358 0.0010004477978185313
leaf_count=955 342 62 281 1065 126 101 373 113 210 282
internal_value=0 -0.00190092 -0.00395708 0.000685034 -0.000170318 0.001052 0.00209406 0.00418221 0.00224732 -0.0019848
internal_weight=0 0.0037699 0.00267829 0.0100692 0.00845921 0.00702215 0.00599436 0.00396467 0.00293569 0.0020297
internal_count=3910 685 623 3225 2160 1205 1079 424 311 655
is_linear=0
shrinkage=0.0226458


Tree=2978
num_leaves=11
num_cat=0
split_feature=150 151 151 159 4 43 4 16 13 12
split_gain=2.98806e-05 7.91951e-05 7.90767e-05 7.05357e-05 9.6316e-05 7.58801e-05 0.000125486 0.000111403 0.000109432 4.01178e-05
threshold=0.083205000000000015 -0.024429999999999997 -0.03268999999999999 -0.034019999999999988 0.27608500000000008 -0.074254999999999988 -1.0000000180025095e-35 0.15737500000000001 -0.003375 0.081080000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 8 7 9 -5 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0068670312298292121 0.0063296156405058864 -0.0023985276688975187 -0.0060633466126653913 0.0075261302652747421 0.0079761794341671292 0.0077566623148720929 -0.0078417673066856226 -0.005864817032658445 -0.001603790471862967 0.00070973941820965736
leaf_weight=0.0011259226268209776 0.0014366283635288226 0.0011866888166480447 0.0010336898843625918 0.0015863701470005325 0.0010431264945244137 0.0010078067629869566 0.0015961413447225939 0.0010342358711166889 0.0017003990629896716 0.0010123082471947811
leaf_count=322 325 179 473 462 285 93 346 212 317 896
internal_value=0 0.00238134 -0.000584698 0.000121649 0.000833575 -0.000105116 -0.0021603 0.000808711 0.0028028 0.00422535
internal_weight=0 0.00262332 0.01114 0.0100141 0.00898039 0.00793726 0.00465049 0.00305435 0.00328677 0.00202012
internal_count=3910 504 3406 3084 2611 2326 1547 1201 779 989
is_linear=0
shrinkage=0.0250028


Tree=2979
num_leaves=10
num_cat=0
split_feature=41 3 1 16 1 51 15 3 0
split_gain=3.25529e-05 4.97525e-05 4.81934e-05 8.83882e-05 0.000126446 7.56999e-05 6.42251e-05 0.000127478 6.11542e-05
threshold=1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 -0.27337499999999998 0.11183500000000002 -0.07742499999999998 -0.0039399999999999991 0.084925000000000014 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 -3 -8
right_child=-2 2 3 4 5 -7 8 -9 -10
leaf_value=0.0052407814354859961 -0.0048657224930148445 -0.012729124587271653 -0.0050412773516140307 0.010895811924356876 -0.005317747491463176 0.003957809272487795 0.0043640322717959099 0.0007331978489780491 -0.0030834529843935411
leaf_weight=0.0014695646356053986 0.0010172119857442203 0.0010837678910768848 0.0012209136189973218 0.0012926522911640751 0.0011472728734057275 0.0017796854610333903 0.0016024240849077324 0.0011487882625214052 0.0019233850818241034
leaf_count=271 224 1052 271 303 106 248 539 85 811
internal_value=0 0.000369673 -0.000269534 0.00163078 0.00356129 0.000322091 -0.00206495 -0.00580193 0.00030131
internal_weight=0 0.0126685 0.0111989 0.00544052 0.00421961 0.00292696 0.00575837 0.00223256 0.00352581
internal_count=3910 3686 3415 928 657 354 2487 1137 1350
is_linear=0
shrinkage=0.0281572


Tree=2980
num_leaves=14
num_cat=0
split_feature=403 52 15 11 4 2 4 12 49 52 2 1 3
split_gain=0.000151725 0.00013445 0.000128273 0.000158774 0.000173344 0.000116961 0.00023755 0.000116275 0.000130668 9.07414e-05 0.00015323 0.000183511 4.37567e-05
threshold=0.088015000000000024 0.28122000000000008 -0.24219999999999997 0.077330000000000024 -0.083329999999999987 0.106285 -0.37626499999999991 -0.023959999999999995 -0.091004999999999989 -0.081429999999999989 0.089785000000000018 0.091310000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -6 -9 12 -11 -12 -10
right_child=-2 -3 3 -5 7 -7 -8 8 9 10 11 -13 -14
leaf_value=0.00061764895895069082 -0.00070410687757522963 -0.00061694935168462098 -0.00045648027352973217 -0.00063415683767610142 -0.00054303078091660353 0.0008605838945896356 0.00065737631836721973 -0.00053298479680957201 0.00019621414478267787 -0.00042254587217091023 0.00079546632879073291 -0.00026075718077053246 0.0007184091386891147
leaf_weight=0.0013440759429206072 0.0010236613911644528 0.0010307860658478911 0.0011415774870974782 0.0011613899186082377 0.0014461550670449115 0.0012801565296240991 0.0015293924571758823 0.001187388837226108 0.0011854589394242254 0.0018430968836115175 0.0011871095815784555 0.0010657343626361108 0.0010184719940946538
leaf_count=280 343 349 120 223 248 67 407 122 418 785 386 128 34
internal_value=0 2.90737e-05 7.23428e-05 2.01616e-05 7.91407e-05 0.000401395 0.000181312 -6.33877e-05 2.92548e-05 0.000135225 -2.74382e-05 0.000295807 0.000437529
internal_weight=0 0.0164208 0.01539 0.0140459 0.0128845 0.00395113 0.00267097 0.00893342 0.00748726 0.00629987 0.00409594 0.00225284 0.00220393
internal_count=3910 3567 3218 2938 2715 594 527 2121 1873 1751 1299 514 452
is_linear=0
shrinkage=0.00184769


Tree=2981
num_leaves=13
num_cat=0
split_feature=403 484 52 47 51 2 16 0 15 0 0 1
split_gain=0.000157351 0.000101272 0.000137145 0.000143942 0.000124886 0.000122959 0.000244169 0.000113569 0.000179508 0.000108328 0.000133606 0.000127
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.08955500000000001 0.096540000000000015 0.081265000000000018 0.076335000000000014 -0.14487999999999998 -0.084074999999999997 -0.10575999999999998 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 -7 10 11 -3
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00046020826822697832 -0.00070227842331526248 -0.00014497443266812195 -0.00038230626122899678 -0.00051326285773727433 -0.00035265347766131548 0.00087038923197441218 -0.00064384998158087577 0.00088803507503573741 -4.8949113797756491e-05 0.00063346960265750691 -0.00037552786718978663 0.00069651864015573726
leaf_weight=0.0012653104241293336 0.0010148404516687635 0.0010228734507491998 0.0019031014163733784 0.0010311607130797382 0.0012476836533199193 0.0010844879903842532 0.0012030869878435126 0.0015062616355377249 0.0019502307257846865 0.0017227354517204011 0.0013333182679249071 0.001385933232753149
leaf_count=585 343 83 484 80 208 155 172 104 446 638 535 77
internal_value=0 3.24192e-05 7.2919e-05 0.00013715 0.000190992 0.000251506 9.49367e-05 0.000481411 0.000279586 0.00025758 8.45348e-05 0.000339188
internal_weight=0 0.0166562 0.0153909 0.0134878 0.0124566 0.0112089 0.00666795 0.00454098 0.00303472 0.00546486 0.00374212 0.00240881
internal_count=3910 3567 2982 2498 2418 2210 1505 705 601 1333 695 160
is_linear=0
shrinkage=0.00181146


Tree=2982
num_leaves=15
num_cat=0
split_feature=403 403 453 16 16 0 16 13 2 43 16 4 2 3
split_gain=0.00012732 0.000138247 0.000102087 0.000127699 0.000191456 0.000144623 0.00012756 0.000163823 0.000160467 0.000221859 0.000113176 0.000136183 8.62764e-05 0.000120112
threshold=-1.0000000180025095e-35 0.087440000000000004 1.0000000180025095e-35 -0.063614999999999991 -0.008069999999999999 -0.11756999999999999 0.050115000000000007 0.098990000000000009 0.11260500000000001 -0.073139999999999983 -0.089864999999999987 0.15927500000000003 0.11339500000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 12 -6 8 9 -8 11 -7 13 -2
right_child=1 -3 -4 4 6 10 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00069050476392768184 -0.00021812556960323034 -0.00067645436637262305 -0.00053284177906090405 -0.00069932935567126235 0.00058992976427292825 -0.00018998379280049194 6.668555703184505e-05 0.00049795021265426653 0.00034856566601563165 -0.0011069231437947909 0.0011256553351713413 0.000754535670437687 -0.00038485647446463554 0.00072054208890479001
leaf_weight=0.0010157390171026291 0.0010233334736379773 0.0010165188132074633 0.0010119934677844103 0.0014612976341066442 0.0014894406235692994 0.0010179238830281755 0.001156730904998769 0.0014231510502093273 0.001062491189526716 0.0013328732034993255 0.0010522044004319569 0.0013860280153546948 0.0012704124936703505 0.0010743494631019757
leaf_count=930 105 349 95 405 331 245 239 104 145 261 257 237 122 85
internal_value=0 2.44024e-05 6.96012e-05 0.000110934 -5.83533e-05 0.000307552 8.65349e-05 -6.41666e-05 -0.000289379 -0.000561636 0.000589336 0.000354591 1.83998e-05 0.000262623
internal_weight=0 0.0167787 0.0157622 0.0147502 0.00792598 0.00682425 0.00646469 0.00497525 0.0035521 0.0024896 0.00345616 0.00240395 0.0033681 0.00209768
internal_count=3910 2980 2631 2536 1485 1051 1080 749 645 500 739 482 312 190
is_linear=0
shrinkage=0.00196078


Tree=2983
num_leaves=10
num_cat=0
split_feature=11 48 43 2 2 13 42 43 2
split_gain=3.08861e-05 4.34978e-05 0.000132714 4.7381e-05 6.78257e-05 8.46818e-05 8.84586e-05 0.000119584 4.45675e-05
threshold=0.079700000000000007 0.016865000000000002 -0.044024999999999988 0.11260500000000001 0.10393500000000001 -0.094679999999999986 -0.082904999999999993 -0.074254999999999988 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 -4
right_child=-2 2 8 -5 -6 6 7 -9 -10
leaf_value=0.0053406677593793167 -0.0042445841824803876 0.010858125181618021 0.0023251833204238613 0.0031636573580577166 -0.0078850901138919453 0.0029167671843840109 0.00018978364143830206 -0.010264027340462226 -0.0044989920171111097
leaf_weight=0.0013248881707658439 0.0011223888387440891 0.0010285263985815524 0.0017840776676464436 0.0017921288082751348 0.0010510514701073627 0.0015444203040494804 0.0015941366150369733 0.0014908028877427041 0.0010825687104905335
leaf_count=188 254 333 259 421 171 407 718 1032 127
internal_value=0 0.00034738 0.00268171 -0.000686172 -0.00167105 -0.000574144 -0.00226692 -0.00486204 -0.000251918
internal_weight=0 0.0126926 0.00389517 0.00879743 0.0070053 0.00595425 0.00462936 0.00308494 0.00286665
internal_count=3910 3656 719 2937 2516 2345 2157 1750 386
is_linear=0
shrinkage=0.0265331


Tree=2984
num_leaves=14
num_cat=0
split_feature=14 403 48 51 3 160 159 42 15 47 2 16 43
split_gain=0.000187206 0.000146197 0.00011857 0.000172806 0.000139914 0.000123495 0.000110557 9.78456e-05 0.00012448 0.000142808 0.000111954 0.000148342 0.000201189
threshold=0.020750000000000005 0.088015000000000024 0.12675000000000003 0.10876000000000001 -0.15327499999999997 -0.081069999999999989 0.090705000000000022 -0.09602999999999999 -0.095799999999999982 0.09252500000000001 0.10571000000000001 -0.089559999999999987 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 -9 11 -10 -13
right_child=-2 -3 -4 -5 5 6 -8 8 10 -11 -12 12 -14
leaf_value=0.00084449582634036615 -0.00078078302870024461 -0.00063708573192016783 -0.00048997261067487978 -0.00058813331530743968 0.00056540160667151672 -0.00042457805380113667 -0.00051470493728463873 0.00022424727861259595 0.00088367723244913083 -0.00069789978355233324 -0.00014793365133927144 0.00057411036194327469 -0.00038290313368547548
leaf_weight=0.001010088763078793 0.0010109149471102313 0.0010286813523802734 0.0011483208421411905 0.0010706100936903667 0.0018879799758654931 0.0010251727310478511 0.0010561251748538282 0.0012874399701228905 0.0017154379574015922 0.0010336631596971945 0.0013928913021624724 0.0019685722003815881 0.0012114539295234438
leaf_count=175 153 334 123 208 593 161 284 242 226 112 236 398 665
internal_value=0 3.78593e-05 8.1781e-05 0.000126568 0.000182877 0.000129748 5.28119e-05 0.000115022 0.000179275 -0.000186415 0.000314255 0.00044576 0.000209529
internal_weight=0 0.0168364 0.0158078 0.0146594 0.0135888 0.0125787 0.0106908 0.00963463 0.00860946 0.0023211 0.00628836 0.00489546 0.00318003
internal_count=3910 3757 3423 3300 3092 2917 2324 2040 1879 354 1525 1289 1063
is_linear=0
shrinkage=0.00184769


Tree=2985
num_leaves=14
num_cat=0
split_feature=403 124 4 484 52 52 474 12 4 1 3 2 151
split_gain=0.000163182 0.000138373 0.000166624 0.000125001 0.000150337 0.000155442 0.000131155 0.000141021 0.000120822 0.000133834 0.000106013 0.000186768 0.000166396
threshold=-1.0000000180025095e-35 0.0049200000000000008 -0.49837999999999999 -0.0043499999999999988 0.10898500000000001 0.06136500000000001 0.084835000000000008 0.085185000000000025 0.08734500000000002 0.078675000000000009 0.12046500000000002 0.087995000000000004 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 10 9 -9 11 -5 -13
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 12 -14
leaf_value=-0.0007222569072415164 -0.00068449920320826866 0.00066684690853275361 -0.00054026268158387063 -0.00052033391486069717 -0.00042190882578717603 0.0007085059669725268 0.00068437447418029991 0.00042625240551305056 0.00057953967249224452 -0.00048872609578078726 -0.00066108203034558814 -0.00026388502323916829 0.00070929946131071189
leaf_weight=0.0010328310886242751 0.0011551588903290161 0.0010181002086645441 0.001160503865130883 0.0016274544635443257 0.0017132262088050661 0.0014467059193640367 0.0010397591641086246 0.0010194145032060981 0.0019750572773907307 0.0010806554492156437 0.0012133827488054229 0.0010336437902005394 0.0013036022336836853
leaf_count=930 167 87 517 269 442 256 237 215 143 267 129 112 139
internal_value=0 1.9594e-05 -2.2196e-05 3.01576e-05 7.93645e-05 0.000152518 7.43719e-05 5.82753e-06 0.000257908 -4.45779e-05 -0.000192559 -4.91685e-05 0.00027891
internal_weight=0 0.0167867 0.0157686 0.0146134 0.0134529 0.0117397 0.010293 0.00925321 0.00407513 0.00210007 0.00517808 0.0039647 0.00233725
internal_count=3910 2980 2893 2726 2209 1767 1511 1274 625 482 649 520 251
is_linear=0
shrinkage=0.00181146


Tree=2986
num_leaves=10
num_cat=0
split_feature=0 484 42 1 1 49 457 0 13
split_gain=2.85639e-05 6.72882e-05 6.62419e-05 6.60481e-05 0.000137849 0.000187661 8.34191e-05 0.000109466 5.21977e-05
threshold=0.055865000000000005 0.087270000000000014 -1.0000000180025095e-35 0.12263000000000002 0.11052000000000002 -0.084114999999999981 0.069705000000000003 -0.074514999999999984 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0040324605363821313 0.0026483591834702532 -0.0063259134995229498 -0.0080714830083028974 0.0055352474294460049 -0.0074209731762907563 0.0025640164487017694 0.0087609212945700694 0.0082226727078283726 -0.0037799518863318293
leaf_weight=0.0018684807898373722 0.001975178922157963 0.0010354519768025214 0.0010055525039861938 0.0015044722477321939 0.0012071104399047523 0.0014348509014840882 0.0012217824935763649 0.0010641451355234872 0.0015671346389504175
leaf_count=995 255 341 157 273 205 639 133 355 557
internal_value=0 -0.000472082 8.53598e-05 0.000939777 1.80134e-05 0.00144484 0.00325447 0.0015999 -0.000747743
internal_weight=0 0.011909 0.0108735 0.00900505 0.00750058 0.00629347 0.00528791 0.00406613 0.00300199
internal_count=3910 3655 3314 2319 2046 1841 1684 1551 1196
is_linear=0
shrinkage=0.0240319


Tree=2987
num_leaves=15
num_cat=0
split_feature=403 403 52 453 160 4 160 13 13 160 51 12 52 3
split_gain=0.000163204 0.000154223 0.000122074 0.000121765 0.000138794 0.000202857 0.000146401 0.000170834 0.000165918 8.56868e-05 8.24583e-05 7.36758e-05 7.07247e-05 6.9795e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 -0.27466499999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.060264999999999992 0.087825000000000014 -0.16277999999999995 -0.083514999999999992 -0.088224999999999984 0.088715000000000002 0.099680000000000005 0.086635000000000004 0.0039000000000000003
decision_type=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 -7 -8 12 13 -10
right_child=-2 2 3 -5 6 9 10 8 11 -11 -12 -13 -14 -15
leaf_value=-0.00063437075726472758 -0.00069310243369951859 -0.00041434388367829884 -0.00076297286791420567 -0.0004616940027885126 -8.7039719893562234e-05 0.00053120817407979162 -0.00047100741115683401 0.0010648325427798837 7.9541078845700805e-05 -0.00019677649976438733 0.00020521449594366106 -6.4458515367331627e-05 0.00083405471487962683 0.00067486972532045206
leaf_weight=0.0010549810711956977 0.0010644568949263007 0.0015096030625510381 0.0011404260629282203 0.0010665539206570216 0.001940179717826623 0.0010341769490128713 0.0011520352399273003 0.0013600122461475111 0.0015917100767242794 0.0010060107950809615 0.0011232882492493435 0.0010084659253742217 0.0011912980255139177 0.0010185737714484867
leaf_count=930 343 374 224 85 122 397 220 185 285 329 67 131 122 96
internal_value=0 2.34891e-05 6.64835e-05 0.000116089 0.000161513 -0.000163085 0.000260922 0.000372606 0.000517142 0.000172241 -0.000137168 0.000362286 0.000475491 0.000311848
internal_weight=0 0.0171973 0.0161423 0.0146327 0.0135662 0.00318061 0.0103856 0.00811024 0.00617006 0.00204019 0.00227532 0.00481005 0.00380158 0.00261028
internal_count=3910 3567 2637 2263 2178 950 1228 941 819 726 287 634 503 381
is_linear=0
shrinkage=0.00177594


Tree=2988
num_leaves=14
num_cat=0
split_feature=403 484 52 47 4 4 3 49 4 52 4 133 52
split_gain=0.000153222 0.000102678 0.000125612 0.000147911 0.00014138 0.000203429 9.39286e-05 8.98012e-05 0.000131309 7.85925e-05 0.000110463 0.000163596 7.62533e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.005644999999999999 -0.047309999999999998 0.05309500000000001 0.091210000000000013 -0.034289999999999994 0.065880000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 -6 -7 -9 10 11 12 -3
right_child=-2 2 -4 -5 6 7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00049979810872383037 -0.00074100743129254954 -0.0005654409814105217 -0.00039126589349006044 -0.00055410033982203897 0.0010258224061973011 0.00011854336817033978 0.00022480407395178323 -0.00097599669524544783 -3.9551473478657487e-05 0.00074540170751712272 0.00059730278674153192 0.00065847638401124984 0.00011502693548133087
leaf_weight=0.001238134080006381 0.0010042261737696024 0.0013575468108680171 0.0018653723867531205 0.0010416384187480485 0.0011398271421713001 0.0014163172957568082 0.0010296440051026413 0.001091583244963599 0.0011221890312411165 0.0012345142162018055 0.0017682411024032394 0.0010098671770734959 0.001103018866402006
leaf_count=585 343 303 484 80 182 95 188 139 153 181 444 298 435
internal_value=0 3.25032e-05 7.59202e-05 0.000141374 0.000200402 0.000104793 0.000645654 -0.000259462 -0.000501301 0.000309063 0.000206238 6.98413e-06 -0.000260402
internal_weight=0 0.0164179 0.0151798 0.0133144 0.0122727 0.0101033 0.00216947 0.00363009 0.00221377 0.00647319 0.00523867 0.00347043 0.00246057
internal_count=3910 3567 2982 2498 2418 2048 370 387 292 1661 1480 1036 738
is_linear=0
shrinkage=0.00192234


Tree=2989
num_leaves=14
num_cat=0
split_feature=403 48 50 158 42 1 49 47 49 1 12 2 2
split_gain=0.000195963 0.000158262 0.000197551 0.00023769 0.000172261 0.000166898 0.000282161 0.000220235 0.000145459 0.000222391 0.000119954 0.00016607 0.000146404
threshold=0.088015000000000024 0.12862000000000004 0.088425000000000017 0.085745000000000002 -0.10770999999999999 0.10828500000000001 -0.085974999999999982 0.084155000000000021 -0.047894999999999993 0.090475000000000014 0.086935000000000012 0.097360000000000016 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -8 10 12 -12 -10
right_child=-2 -3 -4 -5 5 7 8 -9 9 -11 11 -13 -14
leaf_value=-0.00053674273170250207 -0.00077990345072369261 -0.00062315362487996644 -0.00063145169984061026 -0.00073586623693980692 -0.00068035986916470056 0.0010903182138144308 0.00081541492941171272 0.00013650481034733597 0.00022939418040609721 -0.00046370128489754719 -0.00052010217253490643 0.00048321185943627978 0.0010825814037154899
leaf_weight=0.0010621546218074337 0.0011553474923592056 0.001251754807903376 0.0013118864372288685 0.0010554692307950938 0.0013428087085782274 0.0018267817689876314 0.0014802176921138071 0.0017530592583118675 0.0017329816639304672 0.0016578452988665893 0.0011245096191213554 0.0013315138091869287 0.0013013361828156378
leaf_count=147 343 117 584 360 141 331 156 94 461 314 536 231 95
internal_value=0 3.64953e-05 8.51225e-05 0.000145119 0.00020875 0.000267183 0.000139355 0.000623233 0.000266924 0.000153345 0.000339666 2.38366e-05 0.000595303
internal_weight=0 0.0182323 0.0169806 0.0156687 0.0146132 0.0135511 0.00997121 0.00357984 0.0086284 0.00714819 0.00549034 0.00245602 0.00303432
internal_count=3910 3567 3450 2866 2506 2359 1934 425 1793 1637 1323 767 556
is_linear=0
shrinkage=0.00192234


Tree=2990
num_leaves=11
num_cat=0
split_feature=4 1 12 151 15 15 12 15 16 15
split_gain=3.27429e-05 9.33269e-05 6.99929e-05 5.96601e-05 0.000113018 9.72293e-05 6.00629e-05 0.000207597 7.68753e-05 6.90184e-05
threshold=0.24280000000000004 0.11198000000000001 0.10371500000000002 -0.0074049999999999993 -0.075094999999999981 -0.089594999999999994 0.086865000000000012 1.0000000180025095e-35 0.022165000000000004 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 7 8 -6 -8
right_child=1 -3 -4 4 6 -7 9 -9 -10 -11
leaf_value=0.00723823968619473 -0.0019337587850154108 0.0055495846919416895 -0.0056467650926422721 -0.0065618579487514133 0.0056787340874477161 -0.0016333013368028456 -0.00060542609088335959 -0.0085990535863148393 -0.0013625974725800685 0.0061606891381868955
leaf_weight=0.0011492809119313056 0.0014085305224324808 0.0015129525832220598 0.0010651854363689693 0.0012725909968234039 0.001232427748198265 0.0010211604647821322 0.0013545762166642947 0.0012108988208497087 0.0015103630653759414 0.0012866529281278707
leaf_count=188 196 353 360 583 146 343 398 450 163 730
internal_value=0 0.00194165 -0.000547584 -6.48058e-06 -0.000853632 0.00306431 0.000247858 -0.00138402 0.00180131 0.00269063
internal_weight=0 0.00292148 0.0111031 0.010038 0.00786751 0.00217044 0.00659492 0.00395369 0.00274279 0.00264123
internal_count=3910 549 3361 3001 2470 531 1887 759 309 1128
is_linear=0
shrinkage=0.0209212


Tree=2991
num_leaves=15
num_cat=0
split_feature=403 403 453 16 16 0 13 52 4 16 3 52 16 4
split_gain=0.000155883 0.000129053 0.000112811 0.000117204 0.000246133 0.000163799 0.000124692 0.000112016 0.00010185 0.000126508 7.86004e-05 0.000115684 7.41664e-05 4.66238e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.055679999999999993 -0.008069999999999999 -0.11756999999999999 -0.13934999999999997 -0.27466499999999994 0.25367000000000006 -0.089864999999999987 0.076695000000000013 -0.053514999999999993 -0.096824999999999981 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 12 -6 -8 9 -7 11 -9 13 -3
right_child=-2 2 -4 4 6 8 7 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.000586072207457189 -0.00068093949596945104 -9.6680874260574663e-05 -0.00050700488149095307 -0.00084439983383013441 -0.00042737444592543249 7.1452305618189191e-06 -0.00023981240669016839 0.00090561472175178064 0.0010011700787846247 0.00075765312048217616 -4.7694795393318288e-05 0.00017115312054228265 -0.00037041590155204864 0.0004318382239307892
leaf_weight=0.0010199701496123757 0.0010456770997954194 0.0010065232772431267 0.0010135561198449947 0.0010575481594028886 0.0012275604043599621 0.0015754353903664091 0.0013335615157663793 0.0012874369400211207 0.0010074351782798302 0.0012871242520177833 0.0010750432109714048 0.0014250941757498036 0.0012194215754148807 0.0011036867654771463
leaf_count=930 343 96 95 366 83 287 344 275 202 284 92 289 81 143
internal_value=0 2.59716e-05 6.59389e-05 0.000105698 -5.11553e-05 0.000267052 8.09811e-05 0.000202836 0.000515521 0.000344604 0.000358688 0.000519747 -2.17413e-05 0.000179746
internal_weight=0 0.0166394 0.0156194 0.0146059 0.00740624 0.00719963 0.0063487 0.00512114 0.00386999 0.00286256 0.00378757 0.00271253 0.00332963 0.00211021
internal_count=3910 3567 2637 2542 1449 1093 1083 1000 773 571 656 564 320 239
is_linear=0
shrinkage=0.00177594


Tree=2992
num_leaves=15
num_cat=0
split_feature=403 403 52 158 48 50 1 49 15 15 52 4 12 16
split_gain=0.000189077 0.000128192 0.000105068 0.000126674 0.000160398 0.00024116 0.000150352 0.000245263 0.00017496 0.000135911 0.000123051 8.47271e-05 0.000107911 7.63505e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 -0.27466499999999994 0.085745000000000002 0.12675000000000003 0.088560000000000014 0.10752500000000002 -0.085974999999999982 1.0000000180025095e-35 -0.10981499999999998 -0.07984999999999999 -1.0000000180025095e-35 0.082640000000000005 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 10 -8 -9 12 -12 -13
right_child=-2 2 3 -5 -6 -7 9 8 -10 -11 11 13 -14 -15
leaf_value=-0.00060581010287529252 -0.00077604123564417864 -0.00039609417473804217 -0.0006458414313322391 -0.00047060512099137206 -0.0005327453693755829 -0.00062652304714099622 0.00021525523066701939 0.00069729949793970061 0.00082022860585046614 0.00096820262489547883 0.00061250391016822001 -0.00062590010847144112 -0.0001909076028622451 7.6401541729573163e-05
leaf_weight=0.0010115170662225266 0.0010475996975881701 0.0014865197106435435 0.0010933210338325405 0.0011463738961806835 0.0010282278788567032 0.0010387388789448422 0.0014680777563520005 0.0010693048029185451 0.0016560718796399879 0.0018495155044120242 0.0012451093594214606 0.0010376882654106487 0.0010538255578910643 0.0010769349095579299
leaf_count=930 343 374 123 296 99 366 205 193 309 176 78 126 162 130
internal_value=0 3.23948e-05 7.2122e-05 0.000119267 0.000168927 0.00022624 0.000302933 0.000169105 0.000293913 0.000635014 0.000134942 -1.30477e-06 0.000244222 -0.000268232
internal_weight=0 0.0172612 0.0162497 0.0147632 0.0136168 0.0125886 0.0115498 0.00823226 0.00713893 0.00331759 0.00548286 0.00441356 0.00229893 0.00211462
internal_count=3910 3567 2637 2263 1967 1868 1502 1121 998 381 689 496 240 256
is_linear=0
shrinkage=0.00184769


Tree=2993
num_leaves=11
num_cat=0
split_feature=147 159 1 2 1 1 13 3 16 42
split_gain=3.23897e-05 9.2963e-05 5.0181e-05 7.33768e-05 7.11699e-05 8.07821e-05 6.38962e-05 6.63584e-05 6.95907e-05 5.07571e-05
threshold=1.0000000180025095e-35 -0.034019999999999988 0.12958500000000003 0.081110000000000015 0.10561500000000001 0.089455000000000021 -0.13934999999999997 -0.115685 -0.083564999999999987 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 -5 -8 -9 -3
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.0078942349043751511 0.0042123417236902532 -0.0011783428408306726 0.0052492636302928887 -0.0043107315295487876 0.0058053742058593819 -0.0069645229721848898 0.0082384443922160593 0.0044696009655047012 -0.0036864051138201202 -0.0087717798880254921
leaf_weight=0.0010744336628099411 0.0011572105777519276 0.0015397615901697132 0.001265869508668231 0.0012260354607875135 0.0016594971232800869 0.0010832421029136619 0.0010787026601174186 0.0015317561538761536 0.0014185890158205966 0.0010371573137963538
leaf_count=510 234 314 263 79 238 173 101 594 1022 382
internal_value=0 -0.00042127 0.000256837 -0.000340791 0.000913787 -0.000366926 0.000993051 0.00260699 0.000548019 -0.00423455
internal_weight=0 0.012915 0.0118406 0.0105747 0.00799782 0.00633833 0.00525508 0.00402905 0.00295035 0.00257692
internal_count=3910 3676 3166 2903 2207 1969 1796 1717 1616 696
is_linear=0
shrinkage=0.0265331


Tree=2994
num_leaves=16
num_cat=0
split_feature=403 403 48 51 15 158 457 42 43 156 15 0 2 12 4
split_gain=0.000138513 0.000144656 0.000105605 0.000155544 0.000103945 0.000139523 0.000131119 0.000133322 0.000176824 9.13964e-05 0.000112395 0.000205343 0.00013507 0.000120764 6.97582e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 0.12675000000000003 0.10876000000000001 -0.24219999999999997 0.084710000000000021 -0.0034949999999999994 -0.10770999999999999 -0.15109999999999998 0.084330000000000016 -0.095799999999999982 -0.15291499999999997 0.10362500000000001 0.085185000000000025 -0.0031049999999999997
decision_type=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 10 -10 -12 13 -13 -15
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 11 12 -14 14 -16
leaf_value=-0.0008148251206146265 -0.00084665407575890215 0.00056449591367795093 -0.0006376119897230977 -0.00073261866913621745 -0.00060714126535169348 -0.00072195718232510061 -0.0005551905175102959 0.00079888183602815587 -0.00031070418403335791 -0.00046195198147356285 0.0010194111446746234 -0.00024778232955435862 -0.00046542633402081536 0.00020732030621267033 0.00089329961102547399
leaf_weight=0.0010851900295781721 0.0010746742487040576 0.0010542239307622147 0.0012155235213165997 0.0011265286653083352 0.0011144428591947459 0.0010138286609704334 0.0010760319305678908 0.0012705542543806946 0.0016314153887146453 0.0011016339082592086 0.0010106411536997557 0.0010313401534137851 0.0011878151076797402 0.0010883142176440429 0.0010200588171134506
leaf_count=930 343 254 118 203 264 231 99 79 164 352 73 179 164 339 118
internal_value=0 -0.000149023 -0.000103702 -5.96345e-05 -3.89045e-06 -5.16509e-05 7.27738e-06 7.30047e-05 0.000145363 4.24879e-05 0.000122221 0.000254529 7.59e-05 0.000280694 0.000539206
internal_weight=0 0.0170275 0.0159424 0.0147268 0.0136003 0.0125461 0.0115322 0.0104178 0.00934177 0.00807122 0.00696958 0.00533817 0.00432753 0.00313971 0.00210837
internal_count=3910 3567 2637 2519 2316 2062 1831 1567 1468 1389 1037 873 800 636 457
is_linear=0
shrinkage=0.00188464


Tree=2995
num_leaves=15
num_cat=0
split_feature=124 50 47 4 1 12 14 43 160 13 16 4 160 42
split_gain=0.000193105 0.000181777 0.000221286 0.000243101 0.000342891 0.000340055 0.000179461 0.000181086 0.000169782 0.00013223 0.000200761 0.00015101 9.59121e-05 1.96305e-05
threshold=0.08919500000000001 0.10625000000000001 0.117025 0.24280000000000004 0.11198000000000001 0.10214500000000001 0.020750000000000005 -0.17307499999999998 -0.026849999999999995 -0.070604999999999987 -0.055679999999999993 -0.0021099999999999995 0.086110000000000006 0.084685000000000024
decision_type=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 11 12 13 -11 -10
right_child=-2 -3 -4 4 -6 -7 -8 8 9 10 -12 -13 -14 -15
leaf_value=0.00069911827719419401 0.00074245397558706438 -0.00078978358259643969 -0.00079615773001311195 -6.2095443007419727e-06 0.0012325110274817993 -0.0010073139166342244 -0.00070896239096574344 0.00048240196735142068 0.00027126966403160616 0.00022583038856884507 -0.00089941505838725085 -0.00032515633939380115 -0.00044028489115003635 0.00062321801429436998
leaf_weight=0.0013762430226833518 0.0010243118758693969 0.001071336912753326 0.0011297343482514583 0.0018147473944906489 0.0012304634237737314 0.0011665033967901998 0.0010222812505038406 0.001896340325057577 0.0010294381175406844 0.0016383852967913398 0.001394739974212857 0.0013718027090211509 0.0012508225687593438 0.0010509172477786086
leaf_count=88 76 412 126 179 278 307 118 602 133 582 374 192 48 395
internal_value=0 -6.56122e-05 -2.09534e-05 3.29648e-05 0.000494314 -7.34879e-05 1.70543e-05 8.44732e-05 -3.34467e-06 -0.000122415 -0.000335011 0.000141406 -6.25504e-05 0.000449061
internal_weight=0 0.0184438 0.0173724 0.0162427 0.00304521 0.0131975 0.012031 0.0110087 0.00963245 0.00773611 0.00428395 0.00345216 0.00288921 0.00208036
internal_count=3910 3834 3422 3296 457 2839 2532 2414 2326 1724 1004 720 630 528
is_linear=0
shrinkage=0.00181146


Tree=2996
num_leaves=11
num_cat=0
split_feature=2 2 150 13 2 2 49 42 15 15
split_gain=3.47357e-05 3.88965e-05 8.97766e-05 8.74946e-05 6.53009e-05 0.000165397 5.73132e-05 0.000135111 8.82768e-05 5.73104e-05
threshold=-1.0000000180025095e-35 0.099015000000000006 0.086025000000000018 -0.089899999999999994 0.11230000000000001 0.12238000000000002 -0.0090499999999999973 -0.087904999999999983 -0.055679999999999993 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 -6 -2 -8 -9 -10
right_child=1 3 -4 4 5 -7 7 8 9 -11
leaf_value=0.0039683806805368566 0.00456768165381846 0.0050542336565030741 -0.0080969503674023276 0.0031586289082570157 -0.0095282106753950043 0.0025954156515156594 0.0049541255975194239 -0.0094115589910935184 0.0012973110042116109 -0.0055510876176715915
leaf_weight=0.0010872540523180043 0.0010295340694228723 0.0019731958297600511 0.0010058509240427546 0.0013336445447233204 0.0012153616602766564 0.0012851935862392492 0.0013351281144254657 0.0010925924833563127 0.0016510731203819131 0.0011513078334551285
leaf_count=280 205 254 200 406 196 290 340 507 260 972
internal_value=0 -0.000414486 -0.00156347 0.00102298 -0.00105162 -0.00329711 -0.000513621 -0.00151386 -0.00373098 -0.00151623
internal_weight=0 0.0130729 0.00726549 0.0058074 0.0038342 0.00250056 0.00625964 0.0052301 0.00389497 0.00280238
internal_count=3910 3630 2484 1146 892 486 2284 2079 1739 1232
is_linear=0
shrinkage=0.0235607


Tree=2997
num_leaves=12
num_cat=0
split_feature=48 48 51 4 0 484 0 15 3 0 2
split_gain=3.77905e-05 0.000115983 9.70821e-05 0.000114369 8.26867e-05 5.63041e-05 8.28352e-05 7.77187e-05 9.00339e-05 0.000174935 3.8182e-05
threshold=0.11930500000000001 0.097140000000000018 0.08955500000000001 0.27020000000000005 -0.21145499999999998 0.073820000000000011 -0.11524 0.090325000000000003 -0.08348499999999999 -0.06402999999999999 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 -10 -11
right_child=-2 -3 -4 -5 5 -7 7 -9 9 10 -12
leaf_value=0.0073492994947394136 -0.0055012628226159275 0.010528272824287612 -0.0082773253295995875 0.0098264180131303579 -0.010682263889739387 0.0052371949739676198 0.0024960379667661615 0.0060980997051599721 -0.015488788400391451 0.0038009798945489357 -0.004737145560159149
leaf_weight=0.0011178920588768041 0.0011476511177824977 0.0010048272441704987 0.0013631751984608332 0.0011425942371425463 0.0010509033876589446 0.0010062814483970429 0.0018924379490437644 0.001138095401575584 0.0011936072648845472 0.0010085989687994854 0.0010161896990015726
leaf_count=74 161 212 367 388 176 326 785 530 705 88 98
internal_value=0 0.000384949 -0.000469408 0.000537875 -0.000588295 -0.00165659 -0.0026069 -0.00124884 -0.00288487 -0.00604888 -0.000484087
internal_weight=0 0.0129346 0.0119298 0.0105666 0.00942401 0.00830611 0.00729983 0.00624893 0.00511083 0.0032184 0.00202479
internal_count=3910 3749 3537 3170 2782 2708 2382 2206 1676 891 186
is_linear=0
shrinkage=0.0310878


Tree=2998
num_leaves=12
num_cat=0
split_feature=2 0 1 16 1 42 13 52 43 16 49
split_gain=3.26712e-05 3.8405e-05 0.000122623 7.16454e-05 6.15051e-05 0.000136918 6.64581e-05 5.87259e-05 5.6161e-05 5.21897e-05 4.54512e-05
threshold=-1.0000000180025095e-35 -0.053834999999999994 0.078340000000000007 0.20277000000000003 0.076710000000000014 0.083725000000000008 -0.0024749999999999993 -0.0066199999999999991 -0.075819999999999985 -0.19424999999999998 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 8 10 -6 -9 -8
right_child=1 2 -4 -5 6 -7 7 9 -10 -11 -12
leaf_value=0.0040372268821463686 -0.0089548778680990804 -0.0034747244332912807 -0.008756504980047642 0.0052465097495351552 -8.5336221146062607e-06 0.0030494833913912618 0.00035225024177894178 -0.0011128639736589997 0.0071576887042044592 0.0064664426734324628 -0.0068278518848150487
leaf_weight=0.0010749695128789887 0.0011689244963585491 0.0011530961843108823 0.0012507536327370926 0.001111620006812794 0.0010516881910262905 0.0011158932427469202 0.0010445494930934052 0.0011668239892142877 0.001751342702482124 0.0010257873722998578 0.0010748280319469207
leaf_count=280 855 119 340 68 317 970 67 115 527 138 114
internal_value=0 -0.000410445 -0.00259618 0.000806032 0.000407004 -0.00309201 0.00153063 -0.000379441 0.00446895 0.00243303 -0.00328909
internal_weight=0 0.0129153 0.00351547 0.00226472 0.00939984 0.00228482 0.00711502 0.00431199 0.00280303 0.00219261 0.00211938
internal_count=3910 3630 527 187 3103 1825 1278 434 844 253 181
is_linear=0
shrinkage=0.0245125


Tree=2999
num_leaves=15
num_cat=0
split_feature=403 403 48 51 15 39 457 16 43 12 52 43 49 2
split_gain=0.000135564 0.000139119 0.000111024 0.000120335 0.000144891 0.000117502 0.000148641 0.000162126 0.000124783 8.90987e-05 0.000233741 0.000152957 0.000143497 0.000112466
threshold=0.088015000000000024 -1.0000000180025095e-35 0.12675000000000003 0.10876000000000001 -0.24219999999999997 0.096625000000000016 -0.0034949999999999994 -0.50763499999999995 0.083940000000000015 0.086935000000000012 0.071660000000000015 -0.08799499999999999 -0.047309999999999998 0.083185000000000023
decision_type=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 10 12 -11 -9 -14
right_child=-2 2 -4 -5 5 -7 7 8 -10 11 -12 -13 13 -15
leaf_value=-0.00062766079249614514 -0.00065580823850224315 0.00079908949424334667 -0.0004833847281218489 -0.00048061810082776089 -0.00049283204930106802 -0.0004813148571640556 0.00090669928660026052 0.00064958131279777064 -0.00034687603633585081 0.00041841378754167951 0.0010013136923825525 -0.00044701212488774456 0.00026585384202738757 -0.000505611517271287
leaf_weight=0.0010091071719343569 0.0010215152253861609 0.0010567954707345244 0.0011186183873445514 0.0010530268193778411 0.0010567403551022684 0.0010437067506043609 0.001018195645480926 0.0012002627163689352 0.0014299198815858061 0.0012883728754722211 0.0014164763102778033 0.0013965683822502297 0.0012614453356736034 0.0012195847324222315
leaf_count=930 343 254 118 203 266 76 123 157 189 147 113 566 120 305
internal_value=0 2.41318e-05 6.6403e-05 0.00010899 0.000155365 0.000100198 0.000153967 0.000220775 0.000144966 0.000235332 0.000375994 -3.17363e-05 0.000135385 -0.000113371
internal_weight=0 0.0165688 0.0155597 0.0144411 0.0133881 0.0123313 0.0112876 0.0102308 0.00921263 0.00778271 0.00509777 0.00268494 0.00368129 0.00248103
internal_count=3910 3567 2637 2519 2316 2062 1986 1720 1597 1408 695 713 582 425
is_linear=0
shrinkage=0.00181146


Tree=3000
num_leaves=14
num_cat=0
split_feature=124 133 484 52 51 2 2 12 16 16 0 0 13
split_gain=0.000144144 0.000180146 0.000149175 0.000127385 0.000103011 0.000111097 0.000180399 0.000156376 0.000188465 0.000158961 0.000114706 0.000189601 7.5447e-05
threshold=0.0040150000000000003 0.099765000000000006 -0.0043499999999999988 0.11262000000000001 0.08955500000000001 0.11635500000000001 0.086875000000000022 0.097345000000000015 -0.089864999999999987 -0.022939999999999999 -0.17106499999999999 -0.10131499999999999 -0.074599999999999986
decision_type=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 -8 -12 -13
right_child=-2 -3 3 -5 -6 -7 10 -9 9 -11 11 12 -14
leaf_value=-0.00061209601814007344 0.00063482236699959613 -0.00068902687877111298 -0.00077009834746817184 -0.00039458003577894476 -0.00036228229674981749 -0.00032810944122256899 0.00097066977983064349 0.00056268430443460907 0.00049342017442325302 -0.00034761387929095193 -0.00025781493365604813 0.00092603877494046533 0.00031709329017070269
leaf_weight=0.0011659891547094623 0.001016339100219847 0.001299896942180862 0.0011720405287901628 0.0017952375691082699 0.0013023880196749377 0.0012792962421357195 0.001120237312563277 0.0011875192216385874 0.0014299666638016391 0.0014054316483594715 0.0012055156647467827 0.0011803251635044143 0.0014062775008167683
leaf_count=526 94 592 275 440 199 252 65 90 315 304 159 226 373
internal_value=0 -5.37542e-05 -9.88875e-07 4.82056e-05 0.000110851 0.000164967 0.000227377 -3.34193e-06 -0.000171072 7.65419e-05 0.000471368 0.000323869 0.000594969
internal_weight=0 0.0169501 0.0156502 0.0144842 0.012689 0.0113866 0.0101073 0.00519496 0.00400744 0.0028354 0.00491236 0.00379212 0.0025866
internal_count=3910 3816 3224 2698 2258 2059 1807 984 894 619 823 758 599
is_linear=0
shrinkage=0.00177594


Tree=3001
num_leaves=15
num_cat=0
split_feature=403 403 484 3 150 150 11 4 4 43 1 12 15 2
split_gain=0.000176667 0.000154685 0.000121111 0.000141151 0.000165449 0.000140995 0.000128258 0.000117329 0.00015442 0.00013937 8.48081e-05 9.84281e-05 7.78028e-05 1.65393e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 -0.0043499999999999988 0.092005000000000017 0.090145000000000017 0.088040000000000021 0.077165000000000025 -1.0000000180025095e-35 0.070230000000000015 -0.079109999999999986 0.11198000000000001 0.081660000000000024 -0.017214999999999998 0.11934000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 10 7 9 -9 -4 11 -5 -11 -12
right_child=-2 2 3 5 -6 -7 -8 8 -10 12 13 -13 -14 -15
leaf_value=-0.00068278186053545001 -0.00078379566186474107 -0.00048842064878697146 0.00025395960933775587 -0.00095343388773372014 -0.00043898849704635716 0.00048132952370428096 -0.00027388763997236411 -0.00037486087935472968 0.00048996449684127685 0.0013229333422660682 0.00015487028407918857 -0.00013427744987823869 0.00064073692632383257 -0.0001827114398817245
leaf_weight=0.0010281487106872716 0.0010137570165946698 0.0012653689371822366 0.0019738418849166352 0.001072874710084549 0.0010839874190945774 0.0010640868874323764 0.0010504706484411666 0.0012177386798284235 0.0018435716531550466 0.0010250003008677559 0.001014380399620915 0.0010128836232325966 0.0014114764553576388 0.0010481155245134072
leaf_count=930 343 517 447 117 230 98 195 235 242 98 58 19 285 96
internal_value=0 2.59302e-05 7.12343e-05 0.000119024 0.000254516 -0.000130681 0.000342728 0.00042942 0.000145951 0.000626183 -0.00028767 -0.000555636 0.00092773 -1.66814e-05
internal_weight=0 0.0171119 0.0160838 0.0148184 0.00960609 0.00521234 0.0085221 0.00747163 0.00306131 0.00441032 0.00414825 0.00208576 0.00243648 0.0020625
internal_count=3910 3567 2637 2120 1732 388 1502 1307 477 830 290 136 383 154
is_linear=0
shrinkage=0.00188464


Tree=3002
num_leaves=17
num_cat=0
split_feature=14 403 11 3 159 159 457 52 15 2 2 150 49 42 0 4
split_gain=0.000263357 0.000140406 0.000152441 0.000240228 0.000174594 0.000109601 0.000114261 9.13705e-05 0.000222741 0.000124211 0.00014535 0.00010732 0.00015287 0.000157561 0.000131216 8.65175e-05
threshold=0.054835000000000009 0.088015000000000024 0.087830000000000005 -0.14218999999999996 0.10443500000000001 0.073745000000000019 -0.067474999999999993 0.11588000000000002 -0.07142999999999998 0.11339500000000001 0.099015000000000006 0.086420000000000011 -1.0000000180025095e-35 -0.088669999999999985 -0.069794999999999982 0.044585000000000007
decision_type=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 11 12 -8 -14 15 -15
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 -12 -13 13 14 -16 -17
leaf_value=0.00096804881732852203 -0.00094144232737083857 -0.0006150279836025864 -0.00061557176365125842 -0.00050861499828370213 -0.00068576749684156745 0.00064173975457207616 0.00079112937902242272 0.00036612575005688229 -0.00086239384179480306 -0.00031210666297005498 0.00077704775770103094 -0.00038043766263213874 0.00061826928409513821 -0.00079217529635141747 0.00038457667109326394 -3.2725389727073946e-05
leaf_weight=0.0010487400903575221 0.0010077683566354278 0.0010891500010848541 0.0010442798549807888 0.0011130645528400771 0.0010169803824177032 0.0011970567053008899 0.0013767407549570903 0.001007166677373798 0.0010082002154097906 0.0014737400622991384 0.0015674123434290116 0.0010825015381730474 0.0013326383335592351 0.0010298707993801888 0.0010668545328442894 0.0010186349950803697
leaf_count=138 147 336 132 240 276 258 114 189 254 277 210 153 197 751 136 102
internal_value=0 2.85218e-05 6.8842e-05 0.000112584 5.39105e-05 0.000106611 5.7625e-05 0.000110306 -0.000248449 0.000182983 0.000269079 0.000153809 0.000253097 8.65655e-05 -0.000140878 -0.000414533
internal_weight=0 0.018473 0.0173839 0.0163396 0.0152909 0.0142739 0.0130768 0.0119638 0.00201537 0.00994839 0.00847465 0.00690724 0.00582474 0.004448 0.00311536 0.00204851
internal_count=3910 3763 3427 3295 3157 2881 2623 2383 443 1940 1663 1453 1300 1186 989 853
is_linear=0
shrinkage=0.00184769


Tree=3003
num_leaves=10
num_cat=0
split_feature=11 124 3 0 47 1 0 13 1
split_gain=3.40461e-05 3.60573e-05 4.23181e-05 0.000101013 9.23561e-05 8.40231e-05 0.000110546 7.38422e-05 6.4988e-05
threshold=0.079700000000000007 -0.061329999999999989 -0.10628499999999998 -0.053834999999999994 0.09252500000000001 0.094695000000000015 -0.14808999999999997 -0.084084999999999979 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=0.0048675547448970161 -0.0047339948890392641 0.0036552613013309649 -0.0070757481881898628 -0.0065618120675631914 -0.0062036527117272696 0.0010985590296915494 0.013141920321547198 0.0060801409310438865 -0.0022538723171906718
leaf_weight=0.0012516108092623353 0.0011482099453719854 0.00192921069290605 0.001039224447267729 0.0019960605531484316 0.0013398815137599341 0.0014994197920456531 0.0010121544996672324 0.0013926677006833137 0.0015873590523035816
leaf_count=304 254 267 647 340 294 106 279 1063 356
internal_value=0 0.0003234 -0.000158757 -0.000904497 0.000530234 0.00191178 0.00595199 -0.000612895 0.0016409
internal_weight=0 0.0130476 0.011796 0.00986677 0.00787071 0.00653083 0.00251157 0.00401925 0.00298003
internal_count=3910 3656 3352 3085 2745 2451 385 2066 1419
is_linear=0
shrinkage=0.0281572


Tree=3004
num_leaves=10
num_cat=0
split_feature=41 15 3 3 4 2 1 3 2
split_gain=3.06672e-05 4.94475e-05 6.72892e-05 6.47961e-05 6.23268e-05 0.000140614 9.19941e-05 0.000102451 5.70962e-05
threshold=1.0000000180025095e-35 0.091600000000000015 -0.10628499999999998 -0.078884999999999997 -1.0000000180025095e-35 0.086130000000000012 0.094385000000000011 0.11265500000000002 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -8 -7
right_child=-2 -3 3 4 6 8 7 -9 -10
leaf_value=0.0060644468263108811 -0.004625773907240071 -0.0047121272484903958 -0.005090523257412949 0.012434478631526028 -0.0074798282675323322 -0.0042624670348810831 0.0059951473108069801 -0.0032427614009062512 0.0040067738854495365
leaf_weight=0.0016322140392452293 0.0010451434541708373 0.0013515299845828334 0.0015906549403742554 0.0010171021823120029 0.0012577507645451609 0.0011504597830992351 0.0017522722683521617 0.0019142372374961096 0.0014236956233833111
leaf_count=319 224 619 1431 155 318 160 293 196 195
internal_value=0 0.000288035 0.000863741 2.37929e-05 0.000979121 0.00374458 -0.00103773 0.00117215 0.000311026
internal_weight=0 0.0130899 0.0117384 0.0101062 0.00851552 0.00359126 0.00492426 0.00366651 0.00257416
internal_count=3910 3686 3067 2748 1317 510 807 489 355
is_linear=0
shrinkage=0.0276051


Tree=3005
num_leaves=15
num_cat=0
split_feature=14 403 124 4 48 50 47 1 2 3 150 12 3 4
split_gain=0.000189893 0.000184766 0.000113068 0.000136229 0.000126275 0.000150386 0.000158555 0.000274794 0.000168436 0.000206114 0.000196384 0.000202988 0.000157855 0.000108958
threshold=0.054835000000000009 0.088015000000000024 0.0040150000000000003 -0.49269499999999994 0.12675000000000003 0.086465000000000014 1.0000000180025095e-35 0.11198000000000001 0.11230000000000001 0.097615000000000021 0.086420000000000011 0.086935000000000012 -0.073984999999999981 -0.017449999999999997
decision_type=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 13 -8 -5
right_child=-2 -3 -4 4 -6 -7 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00060188798721799274 -0.00079802079411168026 -0.00072862631301868705 0.00067841676230039733 0.0010068058420953934 -0.00050868645538673998 -0.00050328580472861211 0.00034541805515249271 0.0011075156601748988 -0.00051434795715959156 0.0010611937194386263 -0.00057177822588683896 -0.00024117477651172938 -0.00052935816711466484 0.00028897695603166852
leaf_weight=0.0010561654646094347 0.0010034581809860643 0.0010318102287741214 0.0010038558576466071 0.001290084523437195 0.0011191742732833817 0.0011355562029351915 0.0011905766386857506 0.0013053230357114769 0.0010068946244830151 0.0010178010250980751 0.0010283419081027357 0.0014448016569559262 0.001724027493628019 0.0016390885084034733
leaf_count=182 147 336 91 343 118 549 215 303 199 58 202 782 123 262
internal_value=0 2.91454e-05 7.81299e-05 3.78432e-05 8.64462e-05 0.000138553 0.000201131 0.00032568 0.00018827 0.000298464 0.000154765 0.000325579 -0.000172024 0.000605128
internal_weight=0 0.0169935 0.0159617 0.0149578 0.0139017 0.0127825 0.0116469 0.00873234 0.00742701 0.00642012 0.00540232 0.00437397 0.0029146 0.00292917
internal_count=3910 3763 3427 3336 3154 3036 2487 2149 1846 1647 1589 1387 338 605
is_linear=0
shrinkage=0.00184769


Tree=3006
num_leaves=14
num_cat=0
split_feature=403 14 48 51 4 158 3 150 3 12 52 0 0
split_gain=0.000221187 0.000153023 0.000151021 0.000152411 0.000237449 0.000119909 0.000131443 0.000122921 0.000152222 0.000171258 0.000211848 0.000247936 0.000145613
threshold=0.088015000000000024 0.020750000000000005 0.12675000000000003 0.10876000000000001 0.28937500000000005 0.084710000000000021 0.11476000000000001 0.090480000000000019 0.090325000000000003 0.086935000000000012 0.081680000000000016 -0.10071499999999999 -0.07773999999999999
decision_type=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 -11
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 12 -12 -13 -14
leaf_value=0.00074238338604574138 -0.00079369022383352517 -0.00065002864469633763 -0.00052665592958758248 -0.00050266595247663685 0.00078412011292166661 -0.00050077658093282428 0.00056408620273624944 -0.00050942901486189637 -0.00048287852976709955 -0.00056841502728733674 0.0010088736620173866 -0.00032282991714858056 0.00021684196659074739
leaf_weight=0.0013241696405248832 0.0011367188326324952 0.001025085291551305 0.0012862905631513084 0.0011981798248172854 0.0018074902138494079 0.0010593999921311775 0.001958457377669808 0.0011386598321808774 0.0011770448648835696 0.0012979069782455446 0.0014777688480069121 0.0015637413901793563 0.0019228856020345728
leaf_count=116 343 144 123 208 343 298 102 187 90 694 234 473 555
internal_value=0 2.99023e-05 7.03966e-05 0.000118619 0.000169165 8.3134e-05 0.000135289 5.04816e-05 0.000123232 0.00021727 0.000451041 0.000165593 -9.95989e-05
internal_weight=0 0.0182371 0.017212 0.0159257 0.0147275 0.01292 0.0118606 0.00990218 0.00876352 0.00758647 0.00436568 0.00288791 0.00322079
internal_count=3910 3567 3423 3300 3092 2749 2451 2349 2162 2072 823 589 1249
is_linear=0
shrinkage=0.00181146


Tree=3007
num_leaves=11
num_cat=0
split_feature=150 4 151 4 52 3 15 0 15 42
split_gain=3.50051e-05 7.36655e-05 5.89008e-05 6.75949e-05 7.81445e-05 6.48762e-05 0.000110645 0.000100047 6.8265e-05 0.000129245
threshold=0.084800000000000014 0.0057500000000000008 -0.03268999999999999 0.40359500000000004 0.11401500000000002 -0.12817999999999996 -0.017214999999999998 -0.10131499999999999 1.0000000180025095e-35 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -7 -8 -10
right_child=1 -3 3 -5 -6 6 8 -9 9 -11
leaf_value=-0.0052184342029715988 -0.002412003343738648 0.0058250448837702216 -0.0049948108395023111 0.0050509937148918698 -0.0062156728003448306 0.0017084242897613393 0.0067285695998699395 -0.0078118630377488479 -0.0042508926306800369 0.006831122217540465
leaf_weight=0.0013568563513040562 0.0010168407321906 0.0014797659043745922 0.0011578463737428619 0.0012888070262218271 0.0012381258510174636 0.0012563736264451404 0.0018631788655098826 0.0011960915932943935 0.0013082095961343401 0.0010555436542174848
leaf_count=363 276 182 233 291 498 164 191 609 604 499
internal_value=0 0.00247018 -0.000602437 1.87962e-06 -0.000715153 0.000153818 0.00104631 -0.00293471 0.0033561 0.000697826
internal_weight=0 0.00249661 0.011721 0.0103642 0.00907537 0.00783724 0.0066794 0.00245247 0.00422693 0.00236375
internal_count=3910 458 3452 3089 2798 2300 2067 773 1294 1103
is_linear=0
shrinkage=0.0235607


Tree=3008
num_leaves=13
num_cat=0
split_feature=403 484 52 0 474 4 51 2 2 49 52 4
split_gain=0.000165453 9.02075e-05 9.01475e-05 0.000124775 0.000149947 0.000136639 0.000132406 7.74769e-05 0.000161362 0.000120404 0.000145898 0.000199514
threshold=0.087440000000000004 -0.0043499999999999988 0.11588000000000002 -0.017269999999999997 0.084655000000000022 -0.49269499999999994 -1.0000000180025095e-35 0.113945 0.098195000000000018 -0.047894999999999993 0.071660000000000015 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 8 9 -8 11 -11
right_child=-2 2 -4 5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00045959775304099936 -0.00074247853950222791 -0.00052101073267229732 -0.00031838082631893114 -2.8170142594628013e-05 0.00070376632449774008 0.00084172923851952254 0.00042631049943801851 -0.00032355328083791989 0.00080467656245196244 -0.00095364708720836169 0.00041574236839353294 9.0139310974027452e-05
leaf_weight=0.0011910313772038527 0.0010081702440465972 0.0016209572897527592 0.0017984028233419122 0.0010375123908948902 0.0010241014981720994 0.0015189350642026049 0.0016500353569318905 0.0014559879024389896 0.0010650433496999755 0.0012176433000029756 0.0010049484359239275 0.0012849043331466603
leaf_count=585 349 284 484 136 232 188 150 220 197 499 459 127
internal_value=0 2.94462e-05 6.91279e-05 0.000123234 3.27369e-05 0.000488688 -4.11596e-05 6.01377e-05 0.000149916 1.47058e-05 -0.000178926 -0.000417727
internal_weight=0 0.0158695 0.0146785 0.0128801 0.0103236 0.00255645 0.00929952 0.00767856 0.00622257 0.00515753 0.0035075 0.00250255
internal_count=3910 3561 2976 2492 2168 324 1936 1652 1432 1235 1085 626
is_linear=0
shrinkage=0.00184769


Tree=3009
num_leaves=14
num_cat=0
split_feature=403 403 453 160 4 39 43 43 3 2 3 4 2
split_gain=0.000187624 0.000148688 0.000148406 0.000179681 0.000197126 0.000148373 0.000123048 0.000151279 0.000153336 0.000191025 0.000181363 0.000139495 0.000184737
threshold=0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.060264999999999992 0.096775000000000014 -0.15109999999999998 -0.079109999999999986 -0.074234999999999982 0.087995000000000004 -0.089974999999999986 0.0051950000000000008 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8 10 -10 -9 -11 -13
right_child=-2 2 -4 5 -6 -7 7 8 9 11 -12 12 -14
leaf_value=-0.00063257310313563403 -0.0007631946817518631 -0.00086045071115330119 -0.00059856624364516657 0.00074954234974303289 9.4288287845311486e-05 -0.00044208294744903221 -0.00034529087747671807 0.00022707719451670307 -0.00046861282099430122 -7.0052901478251056e-05 0.0012252362798835441 0.0012271542175343847 0.00016703218201636353
leaf_weight=0.0010478374161120912 0.0010489958936260061 0.0011726831798755601 0.0010136299832154685 0.0017373391986476019 0.0019931606899741172 0.0010084144455238557 0.0014022412986848315 0.0013370141021847946 0.0013350780765017337 0.0016394754150217648 0.0011611758706005677 0.0010080478021693149 0.0012659027413171574
leaf_count=930 343 226 95 110 738 131 406 224 147 168 214 72 106
internal_value=0 4.18102e-05 8.57717e-05 0.00013183 -0.000259364 0.000235949 0.000298756 0.000213154 0.000314239 0.000134894 0.000691028 0.000340782 0.000636987
internal_weight=0 0.017122 0.0160742 0.0150605 0.00316584 0.0118947 0.0108863 0.00914894 0.00774669 0.0052485 0.00249819 0.00391343 0.00227395
internal_count=3910 3567 2637 2542 964 1578 1447 1337 931 493 438 346 178
is_linear=0
shrinkage=0.00184769


Tree=3010
num_leaves=11
num_cat=0
split_feature=133 50 0 47 49 15 16 4 49 15
split_gain=5.50149e-05 7.33698e-05 7.02265e-05 9.36616e-05 8.54028e-05 0.000145337 8.19779e-05 7.02696e-05 6.78284e-05 0.000142962
threshold=0.10599500000000002 0.086465000000000014 -0.017269999999999997 1.0000000180025095e-35 -0.00064499999999999985 -0.033649999999999992 0.20277000000000003 0.25367000000000006 1.0000000180025095e-35 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 -5 9 -6
right_child=-2 -3 6 7 8 -7 -8 -9 -10 -11
leaf_value=0.0033921502351342155 -0.0057031958966235197 -0.0049598284205936757 0.00061025407963743333 -0.0073697835964385613 0.011452809561333493 -0.0072976731321740453 0.010223063252496259 0.0009020625673195 -0.00093096768306996321 -0.00044350299557558841
leaf_weight=0.0017844025224561175 0.0010049216404704334 0.0014417722112790464 0.0012128701482583817 0.0015407745678989334 0.0014934240681520926 0.00143405299131501 0.0010218227812577307 0.0011005988988098943 0.0011251563862757453 0.0010941762400432063
leaf_count=280 557 567 191 310 281 245 165 79 435 800
internal_value=0 0.000364695 0.00101487 8.32055e-05 0.00160994 -0.00137093 0.00500575 -0.0039231 0.00419396 0.00642241
internal_weight=0 0.0132491 0.0118073 0.00957259 0.00693121 0.00321846 0.00223469 0.00264137 0.00371276 0.0025876
internal_count=3910 3353 2786 2430 2041 525 356 389 1516 1081
is_linear=0
shrinkage=0.0250028


Tree=3011
num_leaves=14
num_cat=0
split_feature=403 484 457 11 39 16 42 49 160 3 2 2 4
split_gain=0.00015357 8.55979e-05 8.29904e-05 9.73531e-05 7.39867e-05 0.000114627 0.000119461 9.28924e-05 9.00591e-05 7.39022e-05 0.000108899 0.000113753 6.23555e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.067474999999999993 0.077330000000000024 0.097470000000000015 0.41476000000000007 0.091955000000000023 -0.088729999999999989 -0.080184999999999992 -0.08348499999999999 0.091525000000000009 0.10393500000000001 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9 -10 12 -12 -11
right_child=-2 2 3 -5 -6 -7 -8 8 9 10 11 -13 -14
leaf_value=-0.00040609927582354352 -0.00065135114377009272 -0.0004065273174051549 -0.00027648650628261863 -0.00033486606905737263 -0.00026122506085949303 0.00073021645639811093 -0.00042410109785421326 -9.2236238867831902e-05 0.00064822789939894825 -0.00032077878812541847 0.00086340008868894297 0.00017600526274823644 0.00025942239402107346
leaf_weight=0.0011967085564101474 0.001013181811510863 0.0010027584636771612 0.0010844930462811158 0.0013476652888173421 0.0011732267131864304 0.0010369001866539608 0.0010058895147740223 0.0017437124668641104 0.001721628796988668 0.0011586676440832932 0.0011801077425686105 0.0017295134598882796 0.0010103797275510615
leaf_count=585 343 175 108 232 175 120 452 411 543 328 127 222 89
internal_value=0 3.34464e-05 6.80637e-05 0.000101596 0.000147391 0.000188466 0.000135642 0.000194119 0.000253853 0.000342596 0.000238989 0.000454804 -5.05111e-05
internal_weight=0 0.0163917 0.0151949 0.0141922 0.0128445 0.0116713 0.0106344 0.0096285 0.00854401 0.0068003 0.00507867 0.00290962 0.00216905
internal_count=3910 3567 2982 2807 2575 2400 2280 1828 1720 1309 766 349 417
is_linear=0
shrinkage=0.00170698


Tree=3012
num_leaves=16
num_cat=0
split_feature=403 403 11 3 12 16 4 4 160 1 4 52 15 4 13
split_gain=0.000156938 0.00014206 0.000123837 0.000164885 0.000192305 0.00013542 0.000115251 9.7553e-05 9.29132e-05 0.000132917 8.50445e-05 7.68144e-05 5.82006e-05 4.71046e-05 2.98897e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 0.08776500000000001 -0.015794999999999997 0.078515000000000015 -0.078844999999999985 -0.065054999999999988 -1.0000000180025095e-35 0.088785000000000017 0.11198000000000001 -0.0025899999999999994 -0.096614999999999993 -0.093099999999999974 0.24280000000000004 -0.085879999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 14 -8 9 12 -6 -7 -9 -11 -5
right_child=-2 2 -4 6 5 11 7 8 -10 13 -12 -13 -14 -15 -16
leaf_value=-0.00061937631998590088 -0.00067565905339198647 0.00096207052469014385 -0.00053337732090241545 -0.00020407154857928034 0.00079751924003487024 0.00017619762046191669 0.00049917222332961368 -0.00072935637027143993 0.00042621239379855418 -9.3797972067667594e-05 0.00015423295313716866 -0.00047177602585794787 -0.00015597902108474522 0.0004096234423239197 -0.00063542341708240808
leaf_weight=0.001013532493465411 0.0010691215173514032 0.0012197551326497587 0.0010186436591960576 0.0010149801262429037 0.0012056580848308282 0.0011868014171566481 0.0013065909685628617 0.0011852689811295281 0.0010936967057651181 0.0012346324670154949 0.0014018186773357005 0.0011230122110445842 0.0010556214813063924 0.0011161986307827042 0.0010116660279919643
leaf_count=930 343 195 156 39 195 378 140 85 62 54 235 670 96 186 146
internal_value=0 2.56069e-05 6.60234e-05 0.00010631 0.000330865 0.000174292 -4.64955e-05 6.159e-05 -3.89727e-05 -0.000149775 0.000451679 -0.000138842 -0.000459254 0.000145232 -0.000419395
internal_weight=0 0.0171879 0.0161743 0.0151557 0.00613705 0.00491729 0.00901866 0.00699201 0.00568542 0.00459172 0.00260748 0.00230981 0.00224089 0.00235083 0.00202665
internal_count=3910 3567 2637 2481 1673 1478 808 623 483 421 430 1048 181 240 185
is_linear=0
shrinkage=0.00177594


Tree=3013
num_leaves=10
num_cat=0
split_feature=484 15 0 3 2 52 133 0 16
split_gain=6.1132e-05 4.27252e-05 8.17472e-05 8.3073e-05 9.27814e-05 5.64629e-05 7.6118e-05 9.2559e-05 8.43712e-05
threshold=-0.0043499999999999988 -0.031229999999999997 -0.074249999999999997 0.11818000000000002 0.089910000000000004 0.086950000000000013 0.065880000000000008 -0.11287999999999999 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -3 -9
right_child=1 5 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.0071907989438104681 -0.0021984589488165496 0.0055991997206180644 0.0083321920800071177 -0.0058474473573552534 0.0076025426391448051 -0.0055524942742735169 0.0068434518575386611 0.0018335378218297938 -0.0089818957035424658
leaf_weight=0.0010012641230416038 0.0016820681219149917 0.0011187973745094412 0.001501063403099869 0.001379997674003472 0.0017696767939774237 0.0018937656528026829 0.001265102717499484 0.0010769595187293134 0.001601907177660349
leaf_count=612 382 110 447 142 465 669 341 179 563
internal_value=0 0.000465574 0.00224131 0.000349071 0.00282642 -0.00115095 0.000495484 -0.00161919 -0.00463387
internal_weight=0 0.0132893 0.00633281 0.00483174 0.00345174 0.00695653 0.00506277 0.00379766 0.00267887
internal_count=3910 3298 1436 989 847 1862 1193 852 742
is_linear=0
shrinkage=0.0298806


Tree=3014
num_leaves=15
num_cat=0
split_feature=14 403 453 123 133 160 12 3 1 2 2 4 13 43
split_gain=0.000183257 0.000143857 0.000116251 0.000118623 0.000191042 0.000141194 0.000239516 0.00019759 0.000145816 0.000161493 0.000128553 0.00017781 0.000191474 5.82671e-05
threshold=0.020750000000000005 0.088015000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.07712999999999999 -1.0000000180025095e-35 -0.0089849999999999982 0.088060000000000013 0.12485500000000001 0.11339500000000001 0.086875000000000022 0.0057500000000000008 -0.074599999999999986 -0.074904999999999985
decision_type=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 13 12 -12 -8
right_child=-2 -3 -4 -5 5 6 8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00074647138262957859 -0.00081963134466922613 -0.00066603035480606871 -0.00055680147014247378 0.000671738738689936 -0.0010812259795336856 -0.00076746958930229241 0.00014386037459116307 7.1125730704007495e-05 0.00085800698552820952 -0.00058335129384309186 0.00053124218078740427 0.00089675093449268612 -0.00048543981958845808 -0.00040939141664359235
leaf_weight=0.001348449912967258 0.0010092191060985514 0.0010528760799547168 0.0010347083851712227 0.0012694253508075707 0.0010126410702118458 0.0011079545888600982 0.0014547165024265934 0.0012032027236663634 0.0010353509481338128 0.0011280925372856836 0.0016332945854839612 0.0016720987671251519 0.0011784419848200429 0.001362150167741754
leaf_count=413 153 334 97 308 781 125 218 105 93 185 174 142 359 423
internal_value=0 2.28227e-05 6.69379e-05 0.00010883 5.82821e-05 -1.42854e-05 7.81902e-05 -0.000455499 0.00017719 9.35623e-05 0.000198158 0.000400342 0.000105135 -0.000123675
internal_weight=0 0.0174934 0.0164405 0.0154058 0.0141364 0.0127879 0.0105721 0.00221584 0.00946415 0.00842879 0.0073007 0.00448384 0.00281174 0.00281687
internal_count=3910 3757 3423 3326 3018 2605 1719 886 1594 1501 1316 675 533 641
is_linear=0
shrinkage=0.00192234


Tree=3015
num_leaves=17
num_cat=0
split_feature=403 403 403 453 160 2 42 160 52 13 52 12 1 12 2 16
split_gain=0.000231094 0.000222909 0.000217551 0.00015 0.000196029 0.000299686 0.000149904 0.000204015 0.000188002 0.000225884 0.000163875 0.000166809 0.000232517 6.5407e-05 5.26504e-05 1.28744e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 0.010605000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.11260500000000001 -0.10770999999999999 0.10975000000000001 -0.27466499999999994 -0.16277999999999995 0.048490000000000012 0.085185000000000025 0.094385000000000011 0.098595000000000016 0.10946500000000002 -0.079819999999999988
decision_type=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 -8 14 11 12 -11 -13 -10 -12
right_child=1 -3 -4 -5 6 -7 7 -9 9 10 15 13 -14 -15 -16 -17
leaf_value=-0.00086279366174081247 -0.00083976157266902468 -0.0007915976708598166 0.0009446580699444321 -0.0006416761331847667 -0.00051212172321929135 0.00038549266571807488 -0.00042194256374794543 -0.00056720559135177385 -0.00037673012891207137 -0.00045068555084855821 0.0012199870095141736 0.0011526459389257998 0.00068587744635742367 0.00047495356280575102 0.00021777555255981921 0.00091192594395277148
leaf_weight=0.0011335132422761246 0.0018497371295652263 0.0011409683709299933 0.0010249648070484408 0.0011374837835736442 0.0010218878095984421 0.0012270400549563801 0.0010695337325176595 0.0010078400431455933 0.0011926378343588302 0.0013940449419970575 0.0010024022252608442 0.001057892714645764 0.0012721754619285945 0.0010472885166924947 0.0010224036438860745 0.0010028670209281249
leaf_count=930 753 343 151 94 101 165 279 173 50 127 93 121 258 100 87 85
internal_value=0 3.14246e-05 8.56099e-05 3.16092e-05 8.21012e-05 -0.000351122 0.000192343 0.000257379 0.000339978 0.000430605 0.0006048 0.000411005 9.16205e-05 0.000815507 -0.000102322 0.00106592
internal_weight=0 0.0184712 0.0173302 0.0163052 0.0151678 0.00307678 0.012091 0.0110691 0.0100612 0.00899171 0.00677667 0.0047714 0.00266622 0.00210518 0.00221504 0.00200527
internal_count=3910 2980 2637 2486 2392 918 1474 1373 1200 921 784 606 385 221 137 178
is_linear=0
shrinkage=0.00192234


Tree=3016
num_leaves=10
num_cat=0
split_feature=484 474 160 133 42 151 4 4 13
split_gain=4.99932e-05 4.09834e-05 7.87816e-05 9.26867e-05 6.99553e-05 0.000107437 0.000119605 0.000156068 9.90041e-05
threshold=-0.0043499999999999988 0.084835000000000008 -0.080734999999999987 -0.0023199999999999996 -0.09602999999999999 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.0053288258280643642 -0.0052225441651228216 0.0050692993604739226 -0.0048952423171885326 -0.0044842920591555702 -0.0031931506628441308 0.0088254525040032152 0.0092547490257285023 -0.0051331353738636992 0.00051394673766099201
leaf_weight=0.0010064777386034037 0.0015491839076641071 0.0010157290661095214 0.0015330739045947154 0.0010083522526620854 0.001672965745062629 0.0016856490866529214 0.0017499717019574691 0.001397085543976273 0.001760502932155242
leaf_count=612 562 309 820 123 307 203 272 167 535
internal_value=0 0.000336163 -5.29011e-05 0.000688126 0.00161105 0.0023546 0.00376229 0.00177773 0.00457943
internal_weight=0 0.0133725 0.0123568 0.0108076 0.00927453 0.00826618 0.00659321 0.00484324 0.00344615
internal_count=3910 3298 2989 2427 1607 1484 1177 905 738
is_linear=0
shrinkage=0.0245125


Tree=3017
num_leaves=15
num_cat=0
split_feature=403 403 453 16 16 0 13 0 0 42 42 4 2 2
split_gain=0.000151648 0.000168705 0.000113425 0.000129583 0.000239392 0.000165352 0.000112327 0.000103724 0.000174595 0.000137843 9.98323e-05 5.90395e-05 5.88864e-05 2.30692e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 1.0000000180025095e-35 -0.055679999999999993 -0.008069999999999999 -0.11756999999999999 -0.13934999999999997 -0.017269999999999997 -0.087899999999999992 0.086895000000000014 0.084435000000000024 0.05309500000000001 0.11339500000000001 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 12 -6 8 -8 -10 11 -7 13 -2
right_child=1 -3 -4 4 6 10 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00086581374138574208 -0.00017444402450998811 -0.00085469769283569644 -0.00068801645513060482 -0.0010066744861363887 -0.0005701741112318395 0.00035637350231223114 0.00038484742420645009 0.00048368099771658421 -0.00089294705760339119 2.1274769648992799e-05 -4.0271897999625033e-05 0.00093010242692629036 -0.00048892697956875151 0.00021609553205145397
leaf_weight=0.0010574385160381948 0.0010405299161025117 0.0010669741695106356 0.0010282188563043868 0.001128073094182707 0.00128458893896965 0.0013968106140651174 0.0014407384162922459 0.0013338125501484973 0.0011333911628598758 0.0011188615360633453 0.0012040230750454736 0.0010902969282374792 0.0012484060726903595 0.0010250686510327733
leaf_count=930 93 343 95 366 83 243 139 259 282 320 411 119 127 100
internal_value=0 -0.00014408 -9.50776e-05 -5.28701e-05 -0.00022269 0.000127479 -8.25634e-05 4.20445e-05 -0.000117463 -0.000438785 0.00039646 0.000607884 -0.000172112 1.93641e-05
internal_weight=0 0.0165398 0.0154728 0.0144446 0.00743947 0.00700514 0.00631139 0.0050268 0.00369299 0.00225225 0.00369113 0.00248711 0.003314 0.0020656
internal_count=3910 2980 2637 2542 1449 1093 1083 1000 741 602 773 362 320 193
is_linear=0
shrinkage=0.00184769


Tree=3018
num_leaves=12
num_cat=0
split_feature=133 3 50 48 1 43 156 42 43 0 15
split_gain=5.4938e-05 7.3033e-05 0.000117837 0.00010556 7.52922e-05 0.000257161 0.000102945 7.95993e-05 8.27985e-05 0.00010482 8.81339e-05
threshold=0.10599500000000002 0.16699000000000003 0.086465000000000014 0.11379500000000002 0.11198000000000001 -0.074904999999999985 0.084090000000000012 -1.0000000180025095e-35 -0.072649999999999978 -0.077329999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 -9 -10
right_child=-2 -3 -4 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.0045365530571300147 -0.0051625651955522003 0.0060525003974547971 -0.0066388979583132737 -0.0060885476065509168 -0.0030400599660983653 0.012619401330492724 -0.0064919568269119427 0.0009221263122694282 0.0034974101470832877 0.011121952704202081 -0.0035692439180892701
leaf_weight=0.0010240820741393673 0.0010171879027986571 0.0010423927481379254 0.001299718416034097 0.0010984946149169969 0.0010402238812769206 0.0011134917612460583 0.001005018906824689 0.0010502607671364038 0.0019800106674674623 0.0010170381255497508 0.0016671665010254046
leaf_count=602 557 182 545 115 180 142 390 369 210 149 469
internal_value=0 0.000297301 -0.000190615 0.000571581 0.00131079 0.00505603 0.000269122 0.0012775 0.00231943 0.00594008 0.000267162
internal_weight=0 0.0133379 0.0122955 0.0109958 0.00989729 0.00215372 0.00774358 0.00673856 0.00571448 0.0020673 0.00364718
internal_count=3910 3353 3171 2626 2511 322 2189 1799 1197 518 679
is_linear=0
shrinkage=0.0226458


Tree=3019
num_leaves=12
num_cat=0
split_feature=133 376 1 12 52 47 16 1 1 48 13
split_gain=4.47857e-05 7.14503e-05 6.85824e-05 9.25877e-05 7.87195e-05 0.00012415 7.6642e-05 0.000104269 0.000135959 7.31058e-05 4.20211e-05
threshold=0.10599500000000002 0.048375000000000008 0.12864500000000004 0.099370000000000014 -0.11271999999999999 0.09252500000000001 -0.092424999999999993 0.095575000000000007 0.081005000000000008 0.084260000000000015 -0.016579999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 10 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0083516388118274783 -0.006670857125560788 0.0081466594377270548 0.0062596725036607381 -0.0094100923471891855 0.0024544005636982979 -0.0093832684238582473 0.002517914313236694 0.012849418494267425 -0.0064567089347378204 -0.0084531885646363988 0.011837411894796982
leaf_weight=0.0010770708507812339 0.0010121663802330197 0.0011351898354130608 0.0014498652093869217 0.0012765968034212588 0.0016200086271898192 0.0010621076188207807 0.0010235134904603331 0.0012783364981247079 0.0012448135717199917 0.0010656246945610764 0.0010012543575814124
leaf_count=468 557 180 258 331 440 197 524 176 341 99 339
internal_value=0 0.000388045 -0.000339897 -0.0012384 -0.000125392 0.000942667 0.00245883 0.00501721 0.00195498 -0.00187359 0.00712644
internal_weight=0 0.0132344 0.0120992 0.0106493 0.00937273 0.00829566 0.00723355 0.00454792 0.00326958 0.00268563 0.00202477
internal_count=3910 3353 3173 2915 2584 2116 1919 1380 1204 539 863
is_linear=0
shrinkage=0.0323437


Tree=3020
num_leaves=16
num_cat=0
split_feature=14 403 403 52 453 123 133 160 160 0 13 13 1 1 16
split_gain=0.000274582 0.000179138 0.000152245 0.000169407 0.000185698 0.000132393 0.000151928 0.000220826 0.000167176 0.000136334 0.000133107 0.000191201 0.000124927 0.000150807 3.42759e-05
threshold=0.05884000000000001 0.088015000000000024 -1.0000000180025095e-35 -0.27466499999999994 1.0000000180025095e-35 0.083745000000000014 -0.075034999999999977 -1.0000000180025095e-35 0.090735000000000024 -0.11756999999999999 -0.16277999999999995 -0.083514999999999992 0.10937500000000001 0.090740000000000015 -0.084659999999999985
decision_type=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 10 -8 -9 -12 13 14 -13
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 11 12 -14 -15 -16
leaf_value=-0.00059933047875240873 -0.00093536964518435984 -0.00067384373658892053 -0.00049106279332921038 0.00083348751123080958 -0.00056301234910202105 0.00085491375835099561 4.5044414654468596e-05 -5.4887058938309181e-05 -0.00027329386592950483 -0.00088711415730439124 0.0011706988001026304 0.00071140329985853947 0.00086044610137725409 -0.00030394973534195267 0.00024484633663302431
leaf_weight=0.0010003323214213674 0.0010003923921493149 0.0010839583237314916 0.0013228769688956336 0.0010963333199259994 0.0010097910141497199 0.0010662801256204344 0.0010571058409184486 0.0018915729684774911 0.0016618843193747929 0.0010036901178708387 0.0011194940939222853 0.001006983223069357 0.0011198108137001955 0.0013638442983005816 0.0010612381381011275
leaf_count=906 141 336 359 259 84 273 80 105 196 677 99 44 87 121 143
internal_value=0 3.98703e-05 8.59716e-05 0.000129412 0.000186184 0.000242439 0.000189696 0.000127155 0.00024692 -0.000408954 0.000361232 0.00050002 0.000335072 0.000163654 0.000472005
internal_weight=0 0.0178652 0.0167812 0.0157809 0.014458 0.0134482 0.012382 0.0112856 0.00922483 0.0020608 0.00756294 0.00567137 0.00455188 0.00343207 0.00206822
internal_count=3910 3769 3433 2527 2168 2084 1811 1552 795 757 599 494 395 308 187
is_linear=0
shrinkage=0.00181146


Tree=3021
num_leaves=11
num_cat=0
split_feature=4 0 4 1 15 2 3 4 1 150
split_gain=4.27556e-05 9.17288e-05 6.6606e-05 6.17934e-05 7.8806e-05 6.69078e-05 0.000135321 0.000118987 0.000158507 9.04445e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.08422499999999998 0.085110000000000005 -1.0000000180025095e-35 0.089910000000000004 0.088060000000000013 -0.0010999999999999996 0.11561500000000001 0.08926000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -5 -9 -8
right_child=1 -3 3 5 -6 6 9 8 -10 -11
leaf_value=-0.0050635088677911397 -0.0063942158282721817 0.0062678621933199372 -0.0089544834729016528 0.005236512808892404 0.00035794971705640062 0.011107062678671224 -0.0029394328448629154 -0.011918012621476093 0.0012467591560136417 0.0066041151016272377
leaf_weight=0.0010784134179335101 0.0011561178406759237 0.0015499835457164672 0.0010148913420588131 0.0013066363846161479 0.0015602216150579461 0.0011731012158173026 0.0018005314434647486 0.0010887494332705453 0.001433968497112287 0.0010720325120086027
leaf_count=176 498 239 998 492 660 264 158 185 145 95
internal_value=0 0.000324148 -0.000469619 0.00018583 -0.00331222 0.00132969 0.00366244 -0.00113484 -0.00443487 0.000622191
internal_weight=0 0.0131562 0.0116063 0.0104501 0.00257511 0.00787502 0.00404567 0.00382935 0.00252272 0.00287256
internal_count=3910 3734 3495 2997 1658 1339 517 822 330 253
is_linear=0
shrinkage=0.0260129


Tree=3022
num_leaves=12
num_cat=0
split_feature=2 4 0 0 49 15 133 14 43 2 4
split_gain=3.82338e-05 4.36572e-05 5.1752e-05 9.90685e-05 6.3396e-05 9.90753e-05 9.28423e-05 0.000120494 0.000160053 8.00785e-05 4.60404e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.053834999999999994 -0.00064499999999999985 -0.033649999999999992 -0.0056849999999999991 -1.0000000180025095e-35 -0.079109999999999986 0.099015000000000006 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 10 -6 -8 -9 -10 -3
right_child=1 2 -4 -5 6 -7 7 8 9 -11 -12
leaf_value=0.0053265298060258823 -0.0064180129118009939 -0.0032661594969763627 0.005900297773293206 -0.0083485877661536399 -0.0054020469143150089 -0.0094147001699559866 -0.0048166035607984633 -0.0020785475343761219 0.006308031579877648 0.016977768912486799 0.0056138469928510275
leaf_weight=0.0010759619627455667 0.001036386002891407 0.0010548976692539612 0.0011857674708838353 0.0013193000022647143 0.0011652005575372142 0.0012893426270365995 0.0010901809642179091 0.0013126300632288956 0.0015149521493762459 0.0010727676345178249 0.001030603440329402
leaf_count=280 161 193 122 244 873 315 102 671 607 217 125
internal_value=0 -0.000533373 -2.66486e-05 -0.000674396 0.000387928 -0.00290342 0.00219239 0.00396556 0.00642025 0.0107313 0.00112212
internal_weight=0 0.013072 0.0120356 0.0108499 0.00953058 0.00337484 0.00615573 0.00499053 0.00390035 0.00258772 0.0020855
internal_count=3910 3630 3469 3347 3103 633 2470 1597 1495 824 318
is_linear=0
shrinkage=0.0298806


Tree=3023
num_leaves=15
num_cat=0
split_feature=147 11 403 3 403 39 160 16 0 2 4 4 1 0
split_gain=0.000199638 0.00015151 0.000141122 0.000148959 0.000189805 0.000139615 0.000193432 0.000133199 0.000140812 0.000254211 0.000238812 0.000108241 0.000172176 8.78929e-05
threshold=0.088565000000000019 0.08765000000000002 -1.0000000180025095e-35 0.076695000000000013 0.088015000000000024 0.085220000000000004 -1.0000000180025095e-35 0.050115000000000007 -0.14136999999999997 0.11260500000000001 0.0057500000000000008 -0.083329999999999987 0.095575000000000007 -0.017269999999999997
decision_type=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 -5 -8 -13 -9
right_child=-2 -3 3 7 -6 -7 11 13 -10 -11 -12 12 -14 -15
leaf_value=-0.00070706824272481707 0.00078636918583115155 -0.00078520257950232203 -0.00059449359208554994 -0.00041018775919830997 -0.00059703709564736202 0.00086095634474481187 0.00066027189363679611 -0.00099230494336233818 0.00054049717088726151 -0.00088610002089457103 0.00079851876950681494 -0.0003089238545285663 0.00050363360486963547 -0.00022010493767374246
leaf_weight=0.0010356812354470604 0.001008016516173659 0.0010086663983578095 0.0010122161487977777 0.0012279449279919419 0.0010093883663179178 0.0012065309637922456 0.0019443426924331004 0.0010128074292762301 0.0011835794383122022 0.001272755845984519 0.0011013228692902111 0.0017910400075699237 0.0019182882498944842 0.0010837709478608293
leaf_count=924 168 157 703 70 314 296 143 72 138 66 56 571 160 72
internal_value=0 -7.57625e-05 -3.31671e-05 1.11076e-05 0.000172373 0.000271026 0.000164248 -0.000197014 -2.34722e-05 -0.000208785 0.000161312 0.000300091 0.000111292 -0.000593136
internal_weight=0 0.0178083 0.0167997 0.015764 0.00888181 0.00787242 0.00666589 0.00688218 0.0047856 0.00360202 0.00232927 0.00565367 0.00370933 0.00209658
internal_count=3910 3742 3585 2661 2187 1873 1577 474 330 192 126 874 731 144
is_linear=0
shrinkage=0.00188464


Tree=3024
num_leaves=10
num_cat=0
split_feature=49 151 151 42 16 403 3 4 16
split_gain=3.41568e-05 9.65824e-05 7.32779e-05 7.82057e-05 0.000129789 0.000124561 8.43346e-05 0.000129692 6.83321e-05
threshold=-0.047894999999999993 -0.039414999999999999 -0.03268999999999999 0.092395000000000019 -0.23935499999999996 0.03138500000000001 -0.078669999999999976 -1.0000000180025095e-35 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 8 -8
right_child=2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.0074217257241123245 -0.0064844433307049724 -0.001554442435167743 0.0075932356907970388 -0.0056480846560652345 -0.0070545982860136438 0.0075724422035263221 0.0090476919346612443 -0.0048611761306043642 -5.192206668563152e-05
leaf_weight=0.0013527619911219654 0.0012796137106937068 0.0018401967488712646 0.001550719926788029 0.0013645964779487206 0.0015877728616086632 0.0010306970573727755 0.0010041117305622967 0.0019750877340041001 0.001153092701958458
leaf_count=250 388 255 261 713 1210 272 216 239 106
internal_value=0 0.00224849 -0.000749371 9.84815e-06 0.000939898 -0.000588442 -0.00205895 -0.000139445 0.00418367
internal_weight=0 0.00319296 0.0109457 0.00966608 0.00830148 0.00675076 0.00572007 0.00413229 0.0021572
internal_count=3910 505 3405 3017 2304 2043 1771 561 322
is_linear=0
shrinkage=0.0255028


Tree=3025
num_leaves=10
num_cat=0
split_feature=1 147 4 16 51 0 1 16 16
split_gain=3.58222e-05 8.78198e-05 8.70129e-05 7.27808e-05 0.000114851 0.000106318 0.000115745 4.34937e-05 4.19698e-05
threshold=0.085835000000000009 1.0000000180025095e-35 -0.083329999999999987 -0.055679999999999993 -0.004559999999999999 -0.19631499999999999 0.11368000000000002 0.20277000000000003 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 -5 -2 -7 -1 -4
right_child=1 -3 8 4 -6 6 -8 -9 -10
leaf_value=-0.0010282007015264736 -0.0034233697209982965 0.0079104126568265605 -0.0085580906935583435 0.00056723914857758652 -0.0099513542709330199 0.00060993993800519662 0.010569359963116969 0.0054947934597786227 -0.0018311769892521079
leaf_weight=0.0019060190094081098 0.001581728205575117 0.0010365973590987362 0.0012427126214655808 0.0019198008001710294 0.0010413613507644559 0.0018549433068234379 0.0012844925678921358 0.0010209327066070251 0.0011722531587396987
leaf_count=505 94 166 1004 371 357 420 302 51 640
internal_value=0 0.000942636 -0.00170946 2.45477e-06 -0.00313187 0.00196833 0.00468481 0.00124705 -0.00529277
internal_weight=0 0.00871892 0.00534192 0.00768233 0.00296116 0.00472116 0.00313944 0.00292695 0.00241497
internal_count=3910 1710 2200 1544 728 816 722 556 1644
is_linear=0
shrinkage=0.0255028


Tree=3026
num_leaves=17
num_cat=0
split_feature=403 14 124 4 157 14 48 49 47 3 4 2 49 3 3 2
split_gain=0.000209987 0.00018419 0.000141399 0.000209652 0.000174695 0.000237762 0.000261292 0.000230055 0.000167565 0.000348832 0.000133955 0.000182429 0.000129585 6.67977e-05 0.000127433 0.000162185
threshold=0.088015000000000024 0.019255000000000005 0.0049200000000000008 -0.49837999999999999 -0.073574999999999988 -0.13131999999999996 0.12738500000000003 0.090445000000000011 0.09252500000000001 -0.074234999999999982 0.05309500000000001 0.083585000000000007 -0.04682999999999999 0.096385000000000012 -0.015794999999999997 0.090050000000000005
decision_type=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 -10 11 -7 -12 14 15 -13
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11 12 13 -14 -15 -16 -17
leaf_value=-0.00074201735908262418 -0.00073723937641013417 -0.00069998089224234511 0.00069880244450832055 0.0006327002183328398 -0.00070991163775184301 -0.00055094901017408771 -0.00075907152923995627 0.00090364380787169162 0.00034311864741131353 -0.0010829993767134875 0.00013166671704797572 0.00076298000677079423 0.0010072083403827204 0.00054915886800279052 -0.00038640978326389861 -0.00011653501018521057
leaf_weight=0.0010027875890310988 0.0011605786416785347 0.0010001529395283195 0.0010156198544529335 0.001555976392528362 0.0012403877177861187 0.0011779151375054435 0.001011238740113757 0.0011477462809614701 0.0010551705946313609 0.0010250741611996456 0.0010028807900401187 0.0012324396770805809 0.0010479445476612968 0.0013057880985756776 0.0011623881104610078 0.0013124673122799106
leaf_count=166 343 147 87 433 111 475 94 335 144 80 120 590 218 81 86 400
internal_value=0 2.64959e-05 6.85054e-05 2.91851e-05 7.98057e-05 1.71089e-05 8.93614e-05 0.000164164 8.19383e-05 -0.000359624 0.000193389 6.56331e-05 0.000579057 0.00021051 9.1231e-05 0.000309394
internal_weight=0 0.018296 0.0172958 0.0162802 0.0152774 0.0137214 0.0124811 0.0114698 0.0103221 0.00208024 0.00824182 0.006191 0.00205083 0.00501308 0.0037073 0.00254491
internal_count=3910 3567 3420 3333 3167 2734 2623 2529 2194 224 1970 1632 338 1157 1076 990
is_linear=0
shrinkage=0.00174112


Tree=3027
num_leaves=16
num_cat=0
split_feature=14 403 11 3 159 457 2 0 52 150 133 4 151 1 133
split_gain=0.000292076 0.000183376 0.000123252 0.000197035 0.000144704 0.000143765 0.000145251 0.00027504 0.000148432 0.000169863 0.000115618 0.000160402 7.41646e-05 8.27143e-05 0.000182343
threshold=0.064610000000000015 0.088015000000000024 0.087830000000000005 -0.14218999999999996 0.10443500000000001 -0.067474999999999993 0.11339500000000001 -0.14070999999999997 0.11401500000000002 0.088380000000000014 -0.0056849999999999991 0.15927500000000003 -0.0074049999999999993 0.088135000000000005 1.0000000180025095e-35
decision_type=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 -7 12 -12 14 -14
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 11 -13 13 -15 -16
leaf_value=0.00088999653712243409 -0.00096920629164260039 -0.0006731848070311811 -0.00053095282158173971 -0.00050656774021196028 -0.00059808431389956089 -0.000127509689634952 -0.0007809318564526704 0.00042699843766919851 -0.00038664135511164914 -0.00036120562731295855 0.00077900736456100862 0.0010916215184631618 0.00097301460515071157 -8.8352096278687466e-06 6.3910465904104226e-05
leaf_weight=0.0010202808308854708 0.0010032477494054384 0.0011272241322243552 0.0010160917705408492 0.0011252282617696891 0.0010008105657639396 0.0011106091037462349 0.0013443901623612865 0.0011456435714388869 0.0010451308408361221 0.0010319810629597645 0.0012156637900001986 0.0012468300509508746 0.0013134858449147129 0.0019611813953618884 0.0016130483538554486
leaf_count=139 138 336 136 258 276 564 94 313 372 162 155 95 150 283 439
internal_value=0 3.46048e-05 8.10167e-05 0.000119461 6.75833e-05 0.000114654 0.00016831 -0.000225173 0.000261287 0.000332622 0.000417249 0.000499562 0.000378612 0.000279027 0.000471934
internal_weight=0 0.0183176 0.0171904 0.0161743 0.015154 0.0141532 0.013028 0.00249003 0.0105379 0.0094928 0.00846082 0.00735021 0.00610338 0.00488772 0.00292653
internal_count=3910 3772 3436 3300 3161 2885 2627 407 2220 1848 1686 1122 1027 872 589
is_linear=0
shrinkage=0.00181146


Tree=3028
num_leaves=11
num_cat=0
split_feature=11 48 0 1 42 1 15 3 2 2
split_gain=3.46478e-05 4.19188e-05 0.00014024 0.000142963 5.14061e-05 9.18197e-05 6.55578e-05 0.000101675 6.7277e-05 0.000132524
threshold=0.081005000000000008 0.016865000000000002 -0.18901999999999997 0.091655000000000014 0.084100000000000022 0.079945000000000016 0.085285000000000014 -0.016619999999999996 0.11260500000000001 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 -1 9 -9
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.0078144086218707165 -0.0052400481693544512 -0.0029723188230898565 0.0004845022238328213 0.015711811467109232 -0.011109980708219055 0.00013770310709057044 -0.006199716732313054 0.0026175273347324923 0.0052302539205331487 -0.010547914837387996
leaf_weight=0.0017136997322568536 0.001033432195144437 0.0018895264402873924 0.0010710455617012247 0.0010457480060154733 0.001017953548686078 0.0016047728640397232 0.0010170505121533738 0.0014508364483518999 0.0011190413506712224 0.0011979125700687411
leaf_count=648 233 116 337 274 865 573 484 116 125 139
internal_value=0 0.000331051 0.00282884 0.00800717 -0.00076605 -0.00422784 0.000631083 0.00189849 -0.000792243 -0.00333662
internal_weight=0 0.0131276 0.00400632 0.00211679 0.00912127 0.00262273 0.00649854 0.00548149 0.00376779 0.00264875
internal_count=3910 3677 727 611 2950 1438 1512 1028 380 255
is_linear=0
shrinkage=0.0292947


Tree=3029
num_leaves=15
num_cat=0
split_feature=124 133 50 47 158 43 4 0 1 0 48 2 1 49
split_gain=0.000149342 0.00014423 0.000141702 0.000205888 0.000138358 0.000155089 0.00016914 0.000102676 9.48863e-05 0.000122707 0.000111604 0.000150748 0.000319431 9.50003e-05
threshold=0.0040150000000000003 0.099765000000000006 0.10119500000000002 0.11603500000000001 0.084900000000000017 -0.18906999999999999 -0.34687499999999999 -0.06402999999999999 1.0000000180025095e-35 -0.084074999999999997 0.084500000000000006 0.11260500000000001 0.088785000000000017 -0.047309999999999998
decision_type=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 -10 -12
right_child=-2 -3 -4 -5 -6 6 7 -9 10 -11 13 -13 -14 -15
leaf_value=0.00071536279053938741 0.0006827172057838149 -0.00065668721273588293 -0.00069340788471036123 -0.00079142866404933738 -0.00057449350292275143 -0.00061308273037852733 -0.00073964855116781373 0.0006429638588492855 0.00089901724154133012 0.00018630388058461878 0.00027807908177724169 0.00098376382655888548 -0.00034776964994436086 -0.0004415039993542943
leaf_weight=0.0015037460312878103 0.0010068381178053301 0.0013445367841881445 0.0010188083815673649 0.0010019959577247375 0.0010196971058367499 0.0011524717042337125 0.0010262600339702162 0.0013019893537618106 0.0012352464884884118 0.0010072537133450966 0.0011809017406664707 0.001076412798405234 0.0017840147505394444 0.001454063432775295
leaf_count=110 94 592 372 115 327 205 634 251 164 408 109 113 320 96
internal_value=0 -6.4177e-05 -1.36372e-05 3.33347e-05 9.34719e-05 0.000147009 7.08271e-05 0.000149128 7.57644e-05 -0.000281 0.000183553 0.000378208 0.000162318 -0.000119011
internal_weight=0 0.0171074 0.0157629 0.0147441 0.0137421 0.0127224 0.0112186 0.0100661 0.00876415 0.00203351 0.00673064 0.00409567 0.00301926 0.00263497
internal_count=3910 3816 3224 2852 2737 2410 2300 2095 1844 1042 802 597 484 205
is_linear=0
shrinkage=0.00188464


Tree=3030
num_leaves=14
num_cat=0
split_feature=403 48 484 39 52 2 48 16 13 160 12 3 3
split_gain=0.00020146 0.000106953 0.000125714 0.000153209 0.000190601 0.000112198 0.000159058 0.000129241 0.000103811 0.000104098 0.000142141 9.28583e-05 0.000114815
threshold=0.088015000000000024 0.12675000000000003 -0.0043499999999999988 0.096775000000000014 0.11401500000000002 0.097940000000000013 0.084795000000000023 -0.008734999999999998 0.076210000000000014 0.087260000000000018 0.086935000000000012 -0.016619999999999996 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 9 10 11 -4 -13
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.00054715730925682007 -0.00082226329810844673 -0.00051123067695854531 0.00075438377427794489 -0.0005149793043457418 -0.00051678531032934639 -0.00014015859341456782 0.001147908861858284 0.00061601224233938888 0.00060219272021839576 -0.00049819764443700184 -0.0002851310124122071 -0.00032038968657208063 0.00055857051598645385
leaf_weight=0.0010632536435858592 0.0010283621973001837 0.0011749849951238891 0.001310745120301513 0.0012202496928683188 0.0012531946643123742 0.00138791987224645 0.0010233872485015299 0.0019043730582438308 0.001315106757410256 0.0011302693592633046 0.001875901635581885 0.0010637552314637522 0.001047799445954475
leaf_count=564 343 125 421 168 438 234 131 287 122 138 745 125 69
internal_value=0 3.70929e-05 7.84031e-05 0.000124171 0.000182757 0.000255453 0.000498958 0.000297236 0.000119742 2.10444e-05 0.000131815 0.00036036 0.00011577
internal_weight=0 0.0167709 0.015596 0.0145327 0.0133125 0.0120593 0.00431568 0.00329229 0.00774358 0.00642847 0.0052982 0.0034223 0.00211155
internal_count=3910 3567 3442 2878 2710 2272 652 521 1620 1498 1360 615 194
is_linear=0
shrinkage=0.00188464


Tree=3031
num_leaves=11
num_cat=0
split_feature=158 14 48 49 15 2 3 3 3 3
split_gain=4.8416e-05 6.66694e-05 9.14825e-05 0.00013824 7.85988e-05 9.2394e-05 0.000102962 9.10315e-05 0.000144185 6.22274e-05
threshold=0.084965000000000027 -0.13131999999999996 0.11930500000000001 0.0047850000000000011 -0.03231499999999999 0.090695000000000012 -0.073984999999999981 0.10666500000000002 -0.016619999999999996 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -6
right_child=-2 2 -4 -5 7 -7 -8 -9 -10 -11
leaf_value=-0.0059810792334231326 -0.0056813321100584501 0.0067506961375435803 -0.006417596053301858 0.010470760041606679 -0.0037059426942892483 0.009891122931386543 -0.0043470208955916599 0.004709471146674425 -0.011045467992636251 0.0031197868073927762
leaf_weight=0.0010725527994597172 0.0010051335604560159 0.0010963183894173783 0.0010886830984784728 0.0011221886784300609 0.0018984499989800271 0.0011762874613517986 0.0012707555519902132 0.0014566690799294735 0.0011543097985480476 0.0018630332967160064
leaf_count=154 423 227 147 604 494 292 183 83 150 1153
internal_value=0 0.000359649 0.000920459 0.00164421 0.0006453 0.00381325 0.000792925 -0.00111621 -0.00284251 -0.000325212
internal_weight=0 0.0131992 0.0121267 0.011038 0.00991582 0.00354336 0.00236707 0.00637246 0.00491579 0.00376148
internal_count=3910 3487 3333 3186 2582 702 410 1880 1797 1647
is_linear=0
shrinkage=0.0265331


Tree=3032
num_leaves=11
num_cat=0
split_feature=158 50 47 4 156 12 15 133 43 3
split_gain=3.94157e-05 5.93856e-05 7.30641e-05 7.85273e-05 7.25858e-05 7.12238e-05 9.9188e-05 5.94765e-05 0.000139603 7.17628e-05
threshold=0.084965000000000027 0.088425000000000017 0.11939500000000002 0.24280000000000004 0.084330000000000016 0.098845000000000016 -0.095799999999999982 0.084285000000000013 -0.074904999999999985 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 -10
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11
leaf_value=-0.0045454358306423097 -0.0054512502231628124 -0.0053200431346730279 -0.0060902766368293951 0.0067248706517192411 -0.0063434448989257951 -0.004909440562908915 0.013668964009898914 -0.0012805012236868794 -0.0011504157387522123 0.0080336293285436546
leaf_weight=0.0012363110099019563 0.0010007550444545996 0.00131905276429256 0.0010552791978558585 0.0019886968151174968 0.0010702253900158575 0.0011710598634547082 0.0012703146880000352 0.0011715206305920808 0.0017274119615771502 0.0011067028748860952
leaf_count=236 423 667 95 379 430 283 211 437 673 76
internal_value=0 0.000346049 0.000979562 0.00167408 0.0005266 0.00148354 0.00263315 0.00431531 0.00591251 0.00243589
internal_weight=0 0.0131166 0.0117975 0.0107422 0.00875355 0.00768332 0.00651226 0.00527595 0.00410443 0.00283411
internal_count=3910 3487 2820 2725 2346 1916 1633 1397 960 749
is_linear=0
shrinkage=0.0281572


Tree=3033
num_leaves=16
num_cat=0
split_feature=14 403 48 51 3 160 151 43 1 48 52 13 12 2 0
split_gain=0.000285294 0.000164755 0.000155069 0.000159312 0.000163946 0.000131788 0.00013895 0.000169297 0.000122746 0.000119335 0.000189624 0.000116928 0.00010517 9.82139e-05 7.14957e-05
threshold=0.064610000000000015 0.088015000000000024 0.12675000000000003 0.10876000000000001 -0.16059999999999997 -0.081069999999999989 -0.081989999999999993 0.0016850000000000001 0.10752500000000002 0.091555000000000011 -1.0000000180025095e-35 -0.010384999999999998 0.085845000000000019 0.090815000000000021 0.039665000000000006
decision_type=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 9 10 -8 -10 -12 -6 -9
right_child=-2 -3 -4 -5 5 6 7 14 11 -11 12 -13 -14 -15 -16
leaf_value=0.00090051075734788491 -0.00099889677381417483 -0.00065861718368938956 -0.00056279389302185039 -0.00053421056895330984 0.0001496484761730015 0.00054933526690149437 -0.0011174029963887343 9.7288625941373272e-05 0.00062668533982530698 0.00021346743946187158 7.5775580206390852e-05 -0.00017264264054724977 -0.00063869101121349426 0.00096074449459326199 0.00076369423280082537
leaf_weight=0.0010437441281076964 0.0010019733269929628 0.0011473055000874579 0.0012443315592609088 0.001197810751799251 0.0010498613776549698 0.0016959624547411489 0.0011745714208900825 0.001185766378013522 0.0011326309109064136 0.0011362899481955346 0.0017423410809456977 0.0015255378106683384 0.0012617228697680942 0.0010713909255815994 0.0011044151390411372
leaf_count=158 138 336 123 208 404 290 440 395 231 97 218 93 567 192 20
internal_value=0 3.33271e-05 7.85197e-05 0.000127411 0.00017981 0.000126387 4.95973e-05 -3.29822e-05 -0.00016271 -0.000328082 -0.000475345 0.000167947 -0.000224304 0.000559313 0.000418655
internal_weight=0 0.0187137 0.0175664 0.016322 0.0151242 0.0140805 0.0119592 0.0102633 0.00797309 0.00531493 0.00417864 0.00265817 0.00300406 0.00212125 0.00229018
internal_count=3910 3772 3436 3313 3105 2947 2351 2061 1646 1322 1225 324 785 596 415
is_linear=0
shrinkage=0.00188464


Tree=3034
num_leaves=16
num_cat=0
split_feature=403 403 124 3 0 39 13 4 13 2 151 1375 0 13 16
split_gain=0.000202566 0.000175443 0.000156176 0.000170846 0.000332661 0.0001981 0.000141299 0.000114691 0.000101234 0.000117898 9.6629e-05 0.000133598 0.000226034 8.62422e-05 8.30049e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 0.08919500000000001 0.045635000000000002 -0.071924999999999989 0.085060000000000011 -0.0078949999999999975 0.41452500000000009 0.16421000000000002 0.085155000000000022 -0.051109999999999996 -0.012944999999999998 -0.15713499999999997 -0.083514999999999992 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 13 10 9 -8 -5 -12 -13 14 -3
right_child=-2 2 -4 4 -6 -7 8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=-0.00068664369492655664 -0.00076436668138585122 0.00041093430550077562 0.00077530872249990945 0.00061292918321340626 -0.0010289203327025467 0.00097346775767367531 0.0001764149433838478 -0.00048180437976428714 -7.4881403688315527e-05 0.00096382869124732448 0.00046101500316475736 -0.00082321761236343655 0.00034346764764738225 -0.00044476485770313275 -0.00026628887287425069
leaf_weight=0.0010859982848078929 0.0011534006968009968 0.001319214616252621 0.0010338488604313403 0.0011248363093952635 0.0012848438469929757 0.0010154960329353353 0.0012961310418955346 0.0012877749530127991 0.0012177927419443207 0.0013005646462099282 0.0013162258578045538 0.0012140747028175358 0.0010635658276932358 0.0017183531505610096 0.001162208337179939
leaf_count=930 343 137 71 81 157 278 136 91 67 279 34 98 69 678 461
internal_value=0 3.38054e-05 7.88881e-05 3.47738e-05 -0.000175601 0.000204646 0.000107228 6.93285e-06 0.000364659 0.000570794 0.000140313 -7.60945e-06 -0.000278423 -0.000126587 9.37476e-05
internal_weight=0 0.0184409 0.0173549 0.0163211 0.00729132 0.00902976 0.00801426 0.00600648 0.00381449 0.0025967 0.0047187 0.00359387 0.00227764 0.00419978 0.00248142
internal_count=3910 3567 2637 2566 530 2036 1758 373 482 415 282 201 167 1276 598
is_linear=0
shrinkage=0.00184769


Tree=3035
num_leaves=15
num_cat=0
split_feature=403 403 453 16 16 0 16 13 2 3 16 4 2 3
split_gain=0.000181895 0.00016762 0.000156722 0.000132426 0.000243925 0.000243257 0.000146624 0.000228242 0.000171327 0.000203938 0.000127982 0.000136888 8.33312e-05 0.000112638
threshold=0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.055679999999999993 -0.008069999999999999 -0.11756999999999999 0.050115000000000007 0.098990000000000009 0.11260500000000001 -0.074234999999999982 -0.089864999999999987 0.15927500000000003 0.11339500000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 12 -6 8 9 -8 11 -7 13 -3
right_child=-2 2 -4 4 6 10 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00073151311263338606 -0.00078963189646748841 -0.00027023963345312397 -0.00065550437511464768 -0.00090112963075867887 0.0006328261783162994 -0.00016437943529678251 3.3243187177591684e-05 0.00058221339316242898 0.0003268013131749102 -0.0010931588936526706 0.0010872489313695972 0.00075450843900237404 -0.00046245573887106558 0.00063005359765914764
leaf_weight=0.0010236290430102142 0.0010848280405094625 0.0010904385733236654 0.0010252812398229274 0.001095676238137562 0.0015171156941886661 0.0010644120980863004 0.0010842598700809333 0.0014947868167049447 0.0010728033745410759 0.0014369829192634213 0.0015494385924622297 0.0015040686517276021 0.0012750451444115624 0.0010475854871468404
leaf_count=930 343 108 95 366 332 245 303 104 145 199 291 237 127 85
internal_value=0 3.8082e-05 8.65373e-05 0.000136483 -4.43028e-05 0.000321365 9.78122e-05 -6.16896e-05 -0.000329493 -0.00060875 0.000642191 0.000373709 -6.5717e-05 0.000170885
internal_weight=0 0.0172815 0.0162579 0.0152326 0.00770162 0.00753099 0.00660595 0.00508883 0.00359405 0.00252124 0.00411792 0.00256848 0.00341307 0.00213802
internal_count=3910 3567 2637 2542 1449 1093 1083 751 647 502 773 482 320 193
is_linear=0
shrinkage=0.00196078


Tree=3036
num_leaves=11
num_cat=0
split_feature=2 4 0 0 49 133 49 16 52 160
split_gain=4.13178e-05 3.7934e-05 5.53434e-05 7.56448e-05 6.02147e-05 9.01845e-05 0.000129872 0.000133668 9.79938e-05 8.45264e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.053834999999999994 -0.00064499999999999985 -0.0056849999999999991 1.0000000180025095e-35 -0.14879499999999998 -0.015039999999999998 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -6 7 -7 -9 -3
right_child=1 2 -4 -5 5 6 -8 8 -10 -11
leaf_value=0.0057394341551758911 -0.0062836701192965569 -0.0074026552908435439 0.0062282563389767995 -0.0076715784396270527 -0.005709825909602474 0.016246556954172681 -0.0034369498702984985 0.0087607034007199606 -0.0040836690586062594 0.0024999984573448142
leaf_weight=0.0010917083782853625 0.0010294937773864228 0.001930100101370253 0.0012142367650674899 0.0013451405951824058 0.0011811847599926019 0.0010908328118640715 0.0016120937656381139 0.0012925736468177137 0.0010326884465673106 0.0014656177747675858
leaf_count=280 161 453 122 244 873 129 571 204 693 180
internal_value=0 -0.000553713 -6.87797e-05 -0.000767038 0.000199905 0.00202016 0.00383603 0.00726823 0.0030563 -0.00312859
internal_weight=0 0.013194 0.0121645 0.0109502 0.00960509 0.00620937 0.00502819 0.00341609 0.00232526 0.00339572
internal_count=3910 3630 3469 3347 3103 2470 1597 1026 897 633
is_linear=0
shrinkage=0.0310878


Tree=3037
num_leaves=11
num_cat=0
split_feature=158 14 48 49 15 3 3 2 12 43
split_gain=3.56184e-05 5.91249e-05 7.54147e-05 0.000118954 5.55056e-05 8.40838e-05 0.000121129 8.02056e-05 5.8607e-05 3.73274e-05
threshold=0.084965000000000027 -0.13131999999999996 0.11930500000000001 0.0047850000000000011 -0.03231499999999999 0.10666500000000002 -0.016619999999999996 0.086915000000000006 0.088590000000000016 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 8 -3 9 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0060095164018886555 -0.005164649431599954 -0.00039582400891542197 -0.0061426036393492176 0.010320057325375749 -0.00075053449177149296 0.0049673770256392271 -0.010742502128955037 0.0081305610847063423 -0.0041974395806841733 0.0067759090265710389
leaf_weight=0.0010714290420848422 0.0010063278510021945 0.0019424610277820158 0.0010991390963542959 0.0011129979879805395 0.0010890855324238182 0.0014647820865167083 0.0011444114908464925 0.0015912036844279069 0.0016830990721184648 0.0010040791060035321
leaf_count=154 423 351 147 604 550 83 150 351 886 211
internal_value=0 0.000330849 0.000890828 0.00159157 0.000612175 -0.000954712 -0.00271759 0.00344359 -0.000285614 0.00285986
internal_weight=0 0.0132027 0.0121313 0.0110321 0.00991912 0.00638546 0.00492068 0.00353366 0.00377626 0.00209316
internal_count=3910 3487 3333 3186 2582 1880 1797 702 1647 761
is_linear=0
shrinkage=0.0281572


Tree=3038
num_leaves=16
num_cat=0
split_feature=124 14 123 12 4 2 157 160 48 12 1 0 151 16 47
split_gain=0.000255884 0.000189126 0.000244242 0.000171938 0.000176825 0.000162915 0.000162303 0.00024247 0.000197754 0.000123258 0.000142391 0.000209216 0.000123581 9.78768e-05 4.18626e-05
threshold=0.10385500000000002 0.020750000000000005 1.0000000180025095e-35 -0.0089849999999999982 -0.23071499999999998 0.106285 -0.065299999999999983 -1.0000000180025095e-35 0.11379500000000002 0.10508500000000001 0.094695000000000015 -0.084304999999999977 -0.0074049999999999993 -0.083564999999999987 0.090280000000000013
decision_type=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 -9 -13 -12
right_child=-2 -3 -4 4 6 -7 7 8 -10 -11 14 13 -14 -15 -16
leaf_value=-0.00083138701532083721 0.00094974142596161639 -0.00089212459267804412 0.00080776413549083891 -0.00094957613295645123 0.00070402079211621439 6.6352943638580515e-05 -0.00075464351947935801 0.0002036009732800971 -0.00065063768994339302 -0.00036318390665583797 0.0010273888279640154 0.00095933524036404536 -0.0006682865803162094 0.00015338487881174167 0.00047220631637938149
leaf_weight=0.0011084351339005804 0.0010002606933414591 0.0010132163193712343 0.0012679128999950563 0.0013980656548389309 0.0013644774566176415 0.0010723511299559618 0.0014671633396140795 0.0011647794112485607 0.0011705177535566947 0.0012206984108269897 0.0010087754612595513 0.0011476878888121407 0.0013487449258889513 0.0011698255825145212 0.0010825162241550057
leaf_count=210 49 153 297 158 402 106 664 78 71 238 190 132 494 604 64
internal_value=0 -6.91664e-05 -2.00941e-05 -8.68487e-05 -3.03835e-05 -0.000508585 6.6886e-05 -1.3754e-05 0.000102958 0.000211284 0.000312587 0.000127561 -0.00026425 0.000552511 0.000740009
internal_weight=0 0.0180052 0.016992 0.015724 0.0146156 0.00247042 0.0121452 0.0107807 0.00931355 0.00814303 0.00692233 0.00483104 0.00251352 0.00231751 0.00209129
internal_count=3910 3861 3708 3411 3201 264 2937 2535 1871 1800 1562 1308 572 736 254
is_linear=0
shrinkage=0.00196078


Tree=3039
num_leaves=10
num_cat=0
split_feature=123 1 42 52 42 51 0 48 15
split_gain=3.98563e-05 8.01423e-05 7.99622e-05 6.5371e-05 6.31514e-05 0.000119452 8.50208e-05 6.18283e-05 0.000103591
threshold=1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 0.11401500000000002 -1.0000000180025095e-35 -0.07742499999999998 -0.075584999999999986 0.087035000000000015 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0048598605284721572 0.0045271950941883276 0.0049872789690666355 -0.0072896810108252375 -0.006183142287023732 -0.0066531990445539068 0.0083887952313693066 0.007727713117388465 -0.0032320708515485011 -0.0017441402511473019
leaf_weight=0.0013784397862761184 0.001222902507630466 0.0016464522061633889 0.0013692078680593934 0.0012285714873658824 0.0011197684154758318 0.0013893442559012488 0.0017459636710555129 0.001663392138189463 0.0014532158100736652
leaf_count=873 334 233 665 383 343 197 188 199 495
internal_value=0 -0.000483199 -0.0012769 -0.000451871 0.000352835 0.00132756 0.00275698 0.000830926 0.00320849
internal_weight=0 0.0129944 0.0113479 0.0099787 0.00875012 0.00737168 0.00625192 0.00450595 0.00284256
internal_count=3910 3576 3343 2678 2295 1422 1079 891 692
is_linear=0
shrinkage=0.0265331


Tree=3040
num_leaves=17
num_cat=0
split_feature=403 403 124 133 483 47 52 52 4 474 43 3 49 3 12 3
split_gain=0.000156129 0.000408554 0.000170494 0.00019109 0.000173708 0.000156326 0.000255872 0.000330498 0.000174309 0.000126559 0.000185382 0.000239209 0.000116272 0.000171954 0.000228942 0.000115597
threshold=0.088015000000000024 0.03138500000000001 0.0049200000000000008 0.099765000000000006 0.088865000000000013 0.11669500000000001 0.11262000000000001 0.091210000000000013 -0.23071499999999998 0.084655000000000022 -0.074904999999999985 -0.084129999999999996 -0.045004999999999996 0.11818000000000002 0.078515000000000015 0.096385000000000012
decision_type=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 11 -10 15 14 -14 -12
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 12 -13 13 -15 -16 -17
leaf_value=-0.00063171103708515013 -0.00064897313307752107 0.0011255454134872916 0.00068403017296072319 -0.00080332991822341688 -0.0007353283444357096 -0.00058154841338906645 -0.00060085821472999649 0.001149362118434936 -0.00015248942144007347 0.00072471893002290576 -0.00019049121946154002 0.00094167886457660372 0.00041674169206465698 -0.00092103068444840798 -0.00068890289749917429 0.00062326751321780663
leaf_weight=0.0010289087295716195 0.0011980588367910923 0.0010462416477657012 0.001009055459131397 0.0011262437996849483 0.0010701584137521028 0.0012893507030499749 0.0015985633053258912 0.0010345044199747003 0.0011478748405768105 0.0011214031524241211 0.0011474875633454545 0.0015289473141710443 0.0014560339675406394 0.0010549063415951649 0.0010633482977695109 0.0011437785477440565
leaf_count=195 343 127 86 536 279 116 366 124 266 236 86 324 129 70 546 81
internal_value=0 2.54018e-05 -3.91874e-05 -8.25962e-05 -3.08456e-05 2.07386e-05 7.90137e-05 0.000171689 7.71e-05 0.000152568 7.74582e-05 0.000472478 -0.000102814 -0.000307013 -4.99145e-05 0.00021573
internal_weight=0 0.0188668 0.0178206 0.0168115 0.0156853 0.0146151 0.0133258 0.0117272 0.0106927 0.00966378 0.00854238 0.00267682 0.00586555 0.00357429 0.00251938 0.00229127
internal_count=3910 3567 3440 3354 2818 2539 2423 2057 1933 1738 1502 590 912 745 675 167
is_linear=0
shrinkage=0.00181146


Tree=3041
num_leaves=14
num_cat=0
split_feature=124 133 484 52 52 0 157 4 3 2 16 15 151
split_gain=0.000196268 0.000135369 0.000151901 0.000114682 0.00011408 0.000207007 0.000133128 0.000130155 0.000118618 0.000135464 0.000162711 0.000123761 8.74979e-05
threshold=0.08919500000000001 0.099765000000000006 -0.0043499999999999988 0.11262000000000001 -0.37613999999999997 -0.06402999999999999 -0.077534999999999979 -0.23071499999999998 0.11818000000000002 0.086915000000000006 -0.083564999999999987 -1.0000000180025095e-35 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7 9 10 11 -8 -11
right_child=-2 -3 3 -5 5 7 8 -9 -10 12 -12 -13 -14
leaf_value=-0.00064246763293379693 0.00076987562431362992 -0.00061201530385326106 -0.00047174172891093565 -0.00039499814789995278 0.00061765260498324265 0.00022083718724813146 -0.00041176732760610268 0.001043238863900123 -0.00051809369708334348 -7.6085543666724681e-06 -0.00076867361339029233 0.00043381282652228616 0.00062994977888161359
leaf_weight=0.0012111997776957017 0.0010261503488802224 0.001402857902168971 0.0010933961790786173 0.0018285162776268691 0.0011227823134803182 0.0013935777533369276 0.0010226533513575872 0.0012429369429343634 0.0015652929407371161 0.0013473258695572282 0.0011439739475347772 0.0013997455470599121 0.0016166701170466668
leaf_count=526 76 594 316 440 184 101 113 223 141 137 347 300 412
internal_value=0 -6.16916e-05 -1.3404e-05 3.81578e-05 9.93264e-05 0.000151997 2.14223e-05 0.000608544 -6.12685e-05 4.823e-05 -0.000194374 7.6838e-05 0.000340139
internal_weight=0 0.0173909 0.0159881 0.0147769 0.0129484 0.011855 0.00921844 0.00263651 0.00809566 0.00653037 0.00356637 0.0024224 0.002964
internal_count=3910 3834 3240 2714 2274 1958 1634 324 1450 1309 760 413 549
is_linear=0
shrinkage=0.00184769


Tree=3042
num_leaves=11
num_cat=0
split_feature=49 151 12 52 4 13 4 43 1 43
split_gain=3.8207e-05 5.51048e-05 5.31067e-05 8.95184e-05 7.63642e-05 0.000124617 6.35664e-05 8.30086e-05 8.7825e-05 4.97216e-05
threshold=-0.14750499999999997 0.056555000000000001 0.086935000000000012 1.0000000180025095e-35 0.08734500000000002 -0.09547499999999999 -0.049279999999999997 -0.049504999999999987 0.096335000000000018 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -4 -2 -8 -9 -5
right_child=1 -3 4 9 -6 -7 7 8 -10 -11
leaf_value=0.0062473827082467496 -0.0077818726357492592 -0.0083012710302049469 0.0028084618723307037 0.00099895630862728005 0.0035691314594372267 -0.011466662652530624 0.0094289351696787132 0.0033024987818123519 -0.009145856864851587 0.01046304168040367
leaf_weight=0.0010459537483033807 0.0012133994638539956 0.0010030306954576839 0.0011690310699534151 0.0010731840027935688 0.001455126432600872 0.0018774877731846059 0.0010541441603016842 0.0015968302697048267 0.0011475018741457094 0.0016742726138299774
leaf_count=143 279 136 99 361 231 1626 457 163 200 215
internal_value=0 -0.00056639 6.63752e-05 0.00178696 -0.00289934 -0.00598891 -0.000942645 0.0012421 -0.0019026 0.00676628
internal_weight=0 0.013264 0.012261 0.00775933 0.00450165 0.00304652 0.00501188 0.00379848 0.00274433 0.00274746
internal_count=3910 3767 3631 1675 1956 1725 1099 820 363 576
is_linear=0
shrinkage=0.0343234


Tree=3043
num_leaves=12
num_cat=0
split_feature=1 4 147 13 52 4 2 13 13 16 3
split_gain=3.38017e-05 9.24886e-05 7.58892e-05 6.34632e-05 0.000130526 0.000114665 0.000218752 8.00236e-05 5.34508e-05 3.60141e-05 2.16455e-05
threshold=0.085835000000000009 -0.083329999999999987 1.0000000180025095e-35 -0.0010249999999999997 -0.0088249999999999978 0.0057500000000000008 0.11230000000000001 0.0024700000000000004 0.0015650000000000002 -0.014099999999999998 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 -5 7 -7 -1 -3 -6
right_child=2 9 -4 5 10 6 -8 -9 -10 -11 -12
leaf_value=-0.0020822738542323593 0.013269935654710241 -0.010554200660684094 0.0093488289101408689 -0.0095170642352079716 0.002452948293099597 0.013737402672510396 -0.010786066707525946 0.0011350702910417989 0.0066703143197168737 -0.0027039424450067163 -0.0041562134860429001
leaf_weight=0.0016575163610832193 0.0010024757118500833 0.0012535395126979669 0.0010472064965593225 0.0015425164222016489 0.0010088681296633304 0.0010239301207012625 0.0010552733219690367 0.0010863323004250969 0.0013042153263690681 0.0011933148082517149 0.0010662708504298071
leaf_count=402 358 1004 166 330 243 44 107 70 154 640 392
internal_value=0 -0.00207238 0.00117433 7.48257e-05 0.00368657 -0.00228614 0.00123738 0.00724991 0.00177198 -0.00672568 -0.000943044
internal_weight=0 0.00540859 0.00883287 0.00778567 0.00307761 0.00470805 0.00316554 0.00211026 0.00296173 0.00244685 0.00207514
internal_count=3910 2200 1710 1544 993 551 221 114 556 1644 635
is_linear=0
shrinkage=0.0323437


Tree=3044
num_leaves=14
num_cat=0
split_feature=124 403 484 457 52 133 52 4 4 49 4 3 12
split_gain=0.000179053 0.000133718 0.000109502 0.000118766 0.000119854 0.000121976 0.000171605 0.000197084 0.000197791 0.000141243 0.000182293 9.53781e-05 9.52591e-05
threshold=0.0049200000000000008 0.088015000000000024 -0.0043499999999999988 -0.067474999999999993 0.11262000000000001 0.099765000000000006 0.06136500000000001 -0.034289999999999994 -1.0000000180025095e-35 -0.047309999999999998 0.074650000000000008 -0.069414999999999991 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 11 -9 -10 -11 -5 -12
right_child=-2 -3 3 4 -6 -7 -8 8 9 10 12 -13 -14
leaf_value=-0.00057109151064744048 0.00074941914215869148 -0.00071213782050371331 -0.00058666822828837338 -0.00080273691945649409 -0.00038701361037709269 -0.00049071134273652494 0.00072651648956483395 0.0008548362865433666 0.00058161871458628598 -0.00065040240645192866 -0.00021280371519400459 -2.4148643173746765e-05 0.00051541836994383383
leaf_weight=0.0011809175630218957 0.001025017923180562 0.0010529778130550565 0.0010470500778187652 0.0010647923632837626 0.0017636521686935852 0.0010010634998338852 0.0018119902612856601 0.0014993127244153949 0.0014684113379170175 0.0013983289148568829 0.0011417636189576755 0.0011761202766220405 0.0014461353024103896
leaf_count=582 91 341 171 388 465 374 417 323 126 162 210 161 99
internal_value=0 -6.15985e-05 -1.87845e-05 2.52296e-05 7.17521e-05 0.000139133 0.000196417 9.19523e-05 0.000248584 8.19435e-05 -0.000102122 -0.000394103 0.000194132
internal_weight=0 0.0170525 0.0159995 0.0148186 0.0137716 0.0120079 0.0110069 0.00919486 0.00695395 0.00545464 0.00398623 0.00224091 0.0025879
internal_count=3910 3819 3478 2896 2725 2260 1886 1469 920 597 471 549 309
is_linear=0
shrinkage=0.00188464


Tree=3045
num_leaves=15
num_cat=0
split_feature=403 453 11 156 1374 0 0 12 42 2 43 13 0 12
split_gain=0.000165779 0.000144029 0.000127872 9.35991e-05 9.32366e-05 0.00011031 0.00011307 0.000102856 0.000130169 0.000162004 0.000219167 9.54811e-05 0.000148737 8.07729e-05
threshold=0.088015000000000024 1.0000000180025095e-35 0.077330000000000024 0.091280000000000014 -0.049459999999999997 -0.23029999999999998 -0.14136999999999997 0.10700500000000002 -0.09602999999999999 0.08400500000000001 -0.074254999999999988 0.0015650000000000002 -0.083564999999999987 0.088325000000000015
decision_type=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 -10 12 -11 -14
right_child=-2 -3 -4 -5 5 6 7 -9 9 11 -12 -13 13 -15
leaf_value=-0.00038252567353569894 -0.00075117330260474915 -0.00066714618882499489 -0.00045152436851286917 -0.00042855641461974752 0.00083331781355212528 -0.00027146515936381037 -0.00032133072988311308 -0.00030534187199135444 0.00061455997043187134 0.00093918810915367729 -0.00056132560122285774 0.0010460526373306668 -0.00021790976369948347 0.00050572643086072553
leaf_weight=0.0010188915244597726 0.0010619521141492115 0.0010232454646685865 0.0015287533910669426 0.0010177128698759539 0.001003719789670174 0.0018134522843058628 0.0010143979235514048 0.0010821411532715925 0.0011139739724091878 0.0014071661265327804 0.0012352422771870148 0.0013451621305701558 0.0011384351854218722 0.0011416186570266846
leaf_count=74 343 98 269 277 83 192 194 229 324 647 431 163 295 291
internal_value=0 3.18724e-05 7.69693e-05 0.000133343 0.000176293 0.000222601 0.000168314 0.000252457 0.000324351 0.000413082 -3.73286e-06 0.000607659 0.000447726 0.000144414
internal_weight=0 0.0168839 0.0158607 0.0143319 0.0133142 0.0122953 0.0112916 0.00947814 0.008396 0.0073816 0.00234922 0.00503238 0.00368722 0.00228005
internal_count=3910 3567 3469 3200 2923 2849 2766 2574 2345 2151 755 1396 1233 586
is_linear=0
shrinkage=0.00192234


Tree=3046
num_leaves=11
num_cat=0
split_feature=52 376 457 1 52 151 2 16 0 1
split_gain=3.60376e-05 6.69816e-05 5.90641e-05 6.45231e-05 8.37449e-05 0.000120073 0.000131483 0.000104275 4.61536e-05 2.08177e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 0.12864500000000004 0.11588000000000002 -0.0080899999999999982 0.099990000000000009 -0.089864999999999987 -0.083424999999999985 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 -8
right_child=1 -3 -4 -5 -6 6 9 8 -10 -11
leaf_value=-0.0048532257790299205 -0.0097111455380333878 0.0071192936773166703 0.0049084291454241638 0.006106741973228867 -0.0093911709059830029 -0.0081333174939229504 0.0041662311441521445 0.0053140859888830983 -0.0024903261121292219 0.010331245441383644
leaf_weight=0.0013201092484303205 0.0011965262655911106 0.0012567113876587677 0.001732837750958934 0.0010120463410894552 0.0012321458847197181 0.0016781193779423324 0.0010278703018414643 0.0014270210218318984 0.0013890473259609115 0.0010075230402975081
leaf_count=425 274 200 241 242 531 443 218 500 713 123
internal_value=0 0.000432763 -0.000285252 -0.00118791 -0.00201202 -0.000835204 0.000791286 -0.0021193 0.0014645 0.00721792
internal_weight=0 0.0129598 0.0117031 0.0099703 0.00895825 0.00772611 0.00652958 0.00449419 0.00281607 0.00203539
internal_count=3910 3485 3285 3044 2802 2271 1997 1656 1213 341
is_linear=0
shrinkage=0.0304782


Tree=3047
num_leaves=12
num_cat=0
split_feature=158 14 48 49 4 15 52 4 52 2 2
split_gain=3.34593e-05 4.94875e-05 6.22602e-05 9.63359e-05 5.46986e-05 6.9349e-05 0.000115359 0.000112017 8.12628e-05 7.75094e-05 7.37097e-05
threshold=0.084965000000000027 -0.13131999999999996 0.11930500000000001 0.0047850000000000011 0.15927500000000003 1.0000000180025095e-35 -0.081429999999999989 -0.083329999999999987 0.10433000000000002 0.086915000000000006 0.09116500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 -7 10 -3 -8
right_child=-2 2 -4 -5 -6 7 8 -9 -10 -11 -12
leaf_value=-0.0063070749074971341 -0.0057292594149249655 0.0013235880273236109 -0.0064166326916528377 0.010756000978604366 0.0060127544004805805 0.0017024890761626577 -0.00057390810085020593 -0.01215214411522956 0.0052638119235365452 0.013109341610050465 -0.011966383725508506
leaf_weight=0.0010643678554357475 0.0010095350109126352 0.0011935344975780014 0.0010877559971473718 0.0011043884013416235 0.0016770981889687722 0.0012686816440519234 0.0013829609078518258 0.0011767061175020617 0.0010611685121684582 0.0011425420820463765 0.0010415621086795591
leaf_count=154 423 168 147 604 277 468 311 823 134 283 118
internal_value=0 0.000380016 0.000966477 0.00169336 0.000686877 -0.000393545 0.00152636 -0.00496428 -0.00220089 0.00708783 -0.00546805
internal_weight=0 0.0132008 0.0121364 0.0110486 0.00994425 0.00826716 0.00582177 0.00244539 0.00348569 0.00233608 0.00242452
internal_count=3910 3487 3333 3186 2582 2305 1014 1291 563 451 429
is_linear=0
shrinkage=0.0323437


Tree=3048
num_leaves=11
num_cat=0
split_feature=15 15 15 43 133 160 151 4 4 52
split_gain=3.76476e-05 7.16877e-05 4.86996e-05 5.54656e-05 0.000103208 0.000104594 0.000112211 0.000162991 0.000101149 0.000114715
threshold=-0.24219999999999997 -0.11739999999999999 -0.10071499999999999 0.14198000000000002 0.087485000000000021 0.087260000000000018 -0.076429999999999984 -0.0021099999999999995 -0.078484999999999985 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 9 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0050591852318267079 -0.0081998655499102742 0.0064512443576080075 0.010630774949270956 0.0058883074450912709 -0.010237275991549909 -0.0081646173755289542 -0.0077183195296093351 -0.0076589946769016534 0.010578362242250127 0.0050836145026850136
leaf_weight=0.0012700531380829957 0.0010844364083529489 0.0010779125083053018 0.0010770742393760701 0.0011759490572972207 0.0010970510786893995 0.0013122943006148406 0.0011226950945610178 0.0019492979921023213 0.0012631254727476322 0.0017019900111226657
leaf_count=317 297 115 260 223 828 234 395 326 486 429
internal_value=0 -0.000551243 0.000153026 -0.000481485 -0.00126802 -0.000100299 0.00138726 -0.000261867 0.0032655 -4.62295e-06
internal_weight=0 0.0128618 0.0117774 0.0106995 0.00952353 0.00842648 0.00711418 0.00603711 0.00408781 0.00282469
internal_count=3910 3593 3296 3181 2958 2130 1896 1636 1310 824
is_linear=0
shrinkage=0.0310878


Tree=3049
num_leaves=10
num_cat=0
split_feature=4 0 1 15 157 16 51 16 1
split_gain=3.61806e-05 7.93302e-05 5.70883e-05 9.17909e-05 7.8137e-05 0.000117692 0.000144372 9.77405e-05 7.61504e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.083935000000000023 -0.077044999999999988 -0.055679999999999993 -0.10386999999999998 -0.27337499999999998 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 -9
right_child=1 -3 4 -5 5 6 -8 8 -10
leaf_value=-0.0059300869768256596 -0.010697878738310511 0.0074462544661533939 0.0091883155988831747 0.0018780418558120157 -0.0037623883296964184 0.0020497770378147418 -0.013304275853706296 0.00036036278760437617 0.010272170074866209
leaf_weight=0.0010519122156028198 0.0013649874088925923 0.0015457716868172997 0.0010483460481935806 0.0011758367430659243 0.0017814268108234345 0.0012676608586699896 0.0014055620095927779 0.0015441830739243781 0.0018595157514292027
leaf_count=176 1054 239 170 842 330 119 422 322 236
internal_value=0 0.000431168 -0.000516087 -0.00487802 0.000728248 -0.000400371 -0.00602328 0.00249855 0.0057754
internal_weight=0 0.0129933 0.0114475 0.00254082 0.00890669 0.00785835 0.00267322 0.00518513 0.0034037
internal_count=3910 3734 3495 1896 1599 1429 541 888 558
is_linear=0
shrinkage=0.0329906


Tree=3050
num_leaves=11
num_cat=0
split_feature=16 13 0 12 4 3 15 48 151 16
split_gain=3.31656e-05 8.94049e-05 8.63952e-05 8.20154e-05 6.84813e-05 5.65734e-05 9.3517e-05 6.20139e-05 4.60822e-05 2.85686e-05
threshold=0.10994000000000002 0.15641500000000003 -0.077944999999999987 0.093125000000000013 -0.08422499999999998 -0.089974999999999986 -0.0058549999999999991 0.016865000000000002 -0.024429999999999997 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -4 -1 7 -7 -9 -8
right_child=1 -3 4 -5 -6 6 9 8 -10 -11
leaf_value=-0.0060036232281000315 -0.011001750747085232 0.0044812508712649664 0.0010548722080890294 -0.00065830710613138418 0.011435519209716425 -0.0058841110032167281 0.0019059484840261657 0.0049010975436182685 -0.0030445902303955635 0.008607090850033073
leaf_weight=0.0013666516503844477 0.001197259657472041 0.0011424625304238128 0.0011460569437215101 0.0014602729855647996 0.0010405670999372877 0.0019123761436264878 0.0010214913774544976 0.0013154109014291704 0.0011958624550526863 0.0011728286401950548
leaf_count=445 342 62 152 281 676 730 262 160 259 541
internal_value=0 -0.002372 0.000835539 -0.00531819 0.0059948 -0.000577347 0.000543213 -0.00190942 0.00111738 0.0054876
internal_weight=0 0.0038 0.0101712 0.00265753 0.00218662 0.00798462 0.00661797 0.00442365 0.00251127 0.00219432
internal_count=3910 685 3225 623 828 2397 1952 1149 419 803
is_linear=0
shrinkage=0.0292947


Tree=3051
num_leaves=11
num_cat=0
split_feature=15 15 43 131 42 16 4 16 13 4
split_gain=3.15364e-05 5.08773e-05 4.97151e-05 7.37663e-05 9.48014e-05 7.41578e-05 0.000107933 0.000114713 6.82781e-05 4.19625e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.17307499999999998 0.08103500000000001 0.086325000000000013 -0.19424999999999998 0.015635000000000003 -0.029944999999999996 -0.00059999999999999995 -0.04133499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 9 -9 -7
right_child=1 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.004965345724678917 -0.0074174625875469725 0.0048978081536499756 -0.0059167470582306954 -0.0086960440585172622 -0.0089488553193652551 0.011003279232909769 0.011277810635521249 0.00034960297018590873 -0.010352376944470084 0.0016625011449215709
leaf_weight=0.0012483494686078558 0.0010689644886742169 0.0019573130770822343 0.0012175542690967571 0.0011537067445371177 0.0010772569572045643 0.0010885114938489412 0.0013399362083180155 0.0017009203957857777 0.0010489793279864208 0.0010083548022720547
leaf_count=317 297 233 147 510 940 437 136 384 321 188
internal_value=0 -0.000530662 0.00010438 -0.000869364 0.000195269 0.00152566 0.00299034 0.000699189 -0.00373278 0.00651142
internal_weight=0 0.0126615 0.0115925 0.00963522 0.00848151 0.00740426 0.0061867 0.00484677 0.0027499 0.00209687
internal_count=3910 3593 3296 3063 2553 1613 1466 1330 705 625
is_linear=0
shrinkage=0.0329906


Tree=3052
num_leaves=13
num_cat=0
split_feature=403 453 16 11 0 13 52 52 49 15 0 52
split_gain=0.000181597 0.000122222 0.000135777 0.000144493 9.45901e-05 0.00017228 0.000150482 0.000110186 0.000100398 0.000108129 0.000140127 6.89001e-05
threshold=0.088015000000000024 1.0000000180025095e-35 -0.50388999999999984 1.0000000180025095e-35 -0.017269999999999997 0.091035000000000019 -0.27466499999999994 -0.081429999999999989 -0.006494999999999999 -0.10981499999999998 -0.083424999999999985 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 11 -9 -10 -11 -8
right_child=-2 -3 3 -5 5 -7 7 8 9 10 -12 -13
leaf_value=0.00059542950381691123 -0.00079720041050301447 -0.00060626398745661485 -0.00068677982935336094 -0.00068958172931947155 3.2692929599914527e-05 0.0010103202036741102 0.00011002791752425638 -0.00044651498232795895 -0.00034357958848942321 0.00059985019814633796 -0.00019958876818254831 0.00080763296245878094
leaf_weight=0.0016540309313204321 0.0010370248156742054 0.0010387213541950815 0.0011177813823334366 0.0010041606470883877 0.0019317682839831351 0.0010166827797473132 0.001084016780201591 0.001800285321772517 0.0015044577247253902 0.0020026746253289404 0.0013607657088880341 0.0010112723198066496
leaf_count=247 343 98 280 239 227 42 222 317 251 656 840 148
internal_value=0 3.20873e-05 7.48994e-05 1.26627e-05 6.76263e-05 0.000369798 -2.25381e-05 6.21859e-05 -5.86433e-05 8.48026e-05 0.000276417 0.000446721
internal_weight=0 0.0165266 0.0154879 0.0138339 0.0128297 0.00294845 0.00988125 0.00876347 0.00666818 0.0048679 0.00336344 0.00209529
internal_count=3910 3567 3469 3222 2983 269 2714 2434 2064 1747 1496 370
is_linear=0
shrinkage=0.00192234


Tree=3053
num_leaves=10
num_cat=0
split_feature=49 474 160 133 13 13 49 3 4
split_gain=3.4419e-05 4.71966e-05 7.48871e-05 0.000183794 5.89463e-05 0.000147877 8.16589e-05 7.89164e-05 7.26455e-05
threshold=-0.14750499999999997 0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 -0.16277999999999995 -1.0000000180025095e-35 -0.032959999999999996 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 8 -8
right_child=1 -3 3 4 6 -7 7 -9 -10
leaf_value=0.0061392111474832456 -0.0074383553126878077 0.0064417618147129029 -0.011928745601379159 -0.00065939779169271837 -0.0062482520873027407 0.015847730841863288 -0.0085496706394949575 0.0078810521324938071 0.0046322165657906346
leaf_weight=0.0010233983770096674 0.0019526368243261262 0.0010890808977516752 0.0013505316737225147 0.0015999216717113175 0.0017878587119458493 0.0011385350224401031 0.0010324116407410713 0.0019122006969348906 0.0010174207372706809
leaf_count=143 888 409 838 141 232 248 562 219 230
internal_value=0 -0.000531454 -0.00117551 6.74221e-05 0.00197606 0.00620357 -3.73407e-05 0.00276532 -0.00200693
internal_weight=0 0.0128806 0.0117915 0.00983888 0.00848835 0.00273846 0.00574989 0.00396203 0.00204983
internal_count=3910 3767 3358 2470 1632 389 1243 1011 792
is_linear=0
shrinkage=0.0350099


Tree=3054
num_leaves=14
num_cat=0
split_feature=403 484 13 0 42 13 160 160 12 3 4 1 47
split_gain=0.000172708 0.000120213 0.000123582 0.000239143 0.000108416 0.000170896 0.00017961 0.000118644 0.000126747 0.000207964 0.000208034 0.000205279 4.25142e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.48634999999999995 0.13167000000000004 -0.11403999999999999 0.10741000000000002 0.087260000000000018 -0.082234999999999989 0.086935000000000012 -0.016619999999999996 -0.00027999999999999998 0.090355000000000005 0.091930000000000012
decision_type=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 -10 -12
right_child=-2 2 3 -5 5 -7 -8 8 11 10 12 -13 -14
leaf_value=-0.00053068521195937109 -0.00076794950566126728 -0.00056797541328379951 -0.00053773400265989606 0.00089151794957612073 -0.0003313504350270574 0.00078025918890943719 -0.00052980788432766739 0.0010008790291004437 -0.00075066556334390795 0.0007830734011761289 7.3024913435043543e-05 0.00030612675861112535 -0.0004368366839681328
leaf_weight=0.0012716337403121973 0.0010304758311606389 0.0010040013409049137 0.0010589330060655619 0.0012868687024847796 0.0016777713137856908 0.001156790359300418 0.0017791993821228641 0.001452324676503971 0.0010662167584791979 0.0012240909691529807 0.0011850777339501995 0.0016840292174501725 0.0011393519720942593
leaf_count=585 343 78 164 75 533 175 227 337 645 156 210 319 63
internal_value=0 2.66643e-05 7.17651e-05 0.000115427 4.10276e-05 9.05931e-05 1.94123e-05 0.000123049 0.000221406 0.000400129 0.000154257 -0.000103571 -0.000176891
internal_weight=0 0.0169863 0.0157147 0.0147107 0.0134238 0.0123649 0.0112081 0.00942886 0.00775109 0.00500085 0.00354852 0.00275025 0.00232443
internal_count=3910 3567 2982 2904 2829 2665 2490 2263 1730 766 429 964 273
is_linear=0
shrinkage=0.00188464


Tree=3055
num_leaves=11
num_cat=0
split_feature=123 133 42 160 15 16 484 1 2 2
split_gain=3.01067e-05 7.01437e-05 6.32299e-05 8.29496e-05 9.08306e-05 9.17764e-05 8.54344e-05 5.66654e-05 4.81305e-05 4.52565e-05
threshold=1.0000000180025095e-35 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.095799999999999982 0.022165000000000004 0.085625000000000021 0.099115000000000023 0.10679500000000001 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 7 -4 9 -7 -6
right_child=-2 2 3 4 5 8 -8 -9 -10 -11
leaf_value=0.0069818693378329699 0.0051725658179128395 -0.0081086181785982071 -0.012657145620296174 -0.0050774526310751363 -0.0011857838053717634 -0.0054905658609712259 0.00076496967138611836 0.014018989950311594 0.0042191054761880516 0.0086230683041254759
leaf_weight=0.0013130542702323262 0.0011930735028448632 0.0014436635749050892 0.0011681135979567988 0.001976614081855046 0.001006415775341836 0.0014662836552731991 0.0010708755732327536 0.0010067878130557489 0.0010197007289505094 0.0012331276803430359
leaf_count=573 334 721 588 246 364 286 294 151 147 206
internal_value=0 -0.000530114 -0.00139599 -0.000421833 0.00126729 0.00345508 -0.00623755 0.00725561 -0.00150785 0.00421512
internal_weight=0 0.0127046 0.0113916 0.00994792 0.00770893 0.00573232 0.00223899 0.00324633 0.00248598 0.00223954
internal_count=3910 3576 3003 2282 1400 1154 882 721 433 570
is_linear=0
shrinkage=0.0343234


Tree=3056
num_leaves=14
num_cat=0
split_feature=403 11 457 158 156 42 43 49 49 2 52 4 4
split_gain=0.000136316 7.72199e-05 0.000100881 7.77746e-05 0.00013078 8.84863e-05 0.000150742 9.2616e-05 0.000100163 9.18289e-05 9.07209e-05 0.000159089 0.000174618
threshold=0.088015000000000024 0.077330000000000024 -0.067474999999999993 0.08413000000000001 0.088855000000000003 -0.09602999999999999 -0.15648499999999999 -0.088329999999999978 -0.047309999999999998 0.11339500000000001 0.086950000000000013 -0.083329999999999987 0.028075000000000006
decision_type=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 -10 -13
right_child=-2 -3 3 -5 -6 6 7 8 9 -11 -12 12 -14
leaf_value=-0.00049939803291069291 -0.00069455025373223341 -0.00038580436009061066 -0.00026998189631710981 -0.00039203600061266911 -0.00049669563153584956 0.00096665063382187725 -0.00033520057983489539 0.00075943137841803169 0.0010525694425038031 -0.00021836050291498111 -0.00012511520197397945 -0.00034999174493302202 0.00061986887725214797
leaf_weight=0.0010625871144808773 0.0010229908138480277 0.001505656993777609 0.0012409518750408155 0.0010318676055026928 0.0010388571138616976 0.0010420223559158307 0.0010742490750498017 0.0012788555723188422 0.0011386726745437272 0.0016739471428059661 0.0013854832814826339 0.0012094546958946546 0.0015850657382787063
leaf_count=277 343 272 187 373 285 103 108 167 200 261 551 586 197
internal_value=0 2.89027e-05 7.12009e-05 0.000115459 0.000156798 0.000215179 0.000273137 0.000195813 0.000264777 0.000174312 0.000297898 0.000446906 0.000200118
internal_weight=0 0.0162677 0.014762 0.0136994 0.0126676 0.0116287 0.0103878 0.00934573 0.00827148 0.00699262 0.00531868 0.00393319 0.00279452
internal_count=3910 3567 3295 3018 2645 2360 2173 2070 1962 1795 1534 983 783
is_linear=0
shrinkage=0.00192234


Tree=3057
num_leaves=16
num_cat=0
split_feature=14 403 48 1 52 52 160 16 160 2 1 15 0 4 0
split_gain=0.000192815 0.000174613 0.00014922 0.000120027 0.000309999 0.000213023 0.000191325 0.000147572 0.000181741 0.000278083 0.000125521 0.000155473 8.25827e-05 6.60906e-05 4.99421e-05
threshold=0.054835000000000009 0.088015000000000024 0.12675000000000003 0.10752500000000002 0.11401500000000002 0.091210000000000013 -0.026849999999999995 -0.27337499999999998 0.08234000000000001 0.088055000000000008 0.11931500000000002 -0.038029999999999987 -0.090939999999999979 -0.080534999999999982 -0.13027499999999997
decision_type=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 13 14 -12 -10 -9 -5
right_child=-2 -3 -4 10 -6 -7 7 8 12 -11 11 -13 -14 -15 -16
leaf_value=0.00062315631417449505 -0.00083860522802148806 -0.00067498684792069712 -0.00056425635699092083 0.00092000996187949875 -0.00092813504129082619 0.0007881947000609313 0.0003912151090933061 0.00020784210185287934 -0.00018331575927641269 -0.0013180130211566815 -0.00032976890023646771 0.00060576621956605911 0.00053661994403819658 -0.00048047504148124748 0.00036127267340800269
leaf_weight=0.0015143156959046365 0.0010152950614326769 0.0012440622038751665 0.0012724468919485107 0.0013868486591722684 0.0011696292625126741 0.0014908131122847246 0.0015780046683399641 0.0010024256261806771 0.0013663466106083044 0.0011739364471255263 0.0015089424300066415 0.0011619096434297782 0.0010346421880306385 0.0010612179014553623 0.0010303898080251993
leaf_count=452 147 336 123 85 440 189 141 407 117 440 274 60 202 316 181
internal_value=0 2.12203e-05 7.0011e-05 0.000118985 9.34066e-06 0.000116612 1.93857e-06 -0.000128417 -0.000273841 -0.000571046 0.000364461 7.722e-05 0.000126921 -0.000146121 0.000681839
internal_weight=0 0.0189959 0.0177519 0.0164794 0.0113913 0.0102217 0.00873089 0.00721657 0.00563857 0.00323758 0.00508809 0.00267085 0.00240099 0.00206364 0.00241724
internal_count=3910 3763 3427 3304 2704 2264 2075 1623 1482 1163 600 334 319 723 266
is_linear=0
shrinkage=0.00192234


Tree=3058
num_leaves=10
num_cat=0
split_feature=15 3 16 1 1 47 15 0 13
split_gain=3.40075e-05 4.93555e-05 5.06385e-05 8.64898e-05 0.000102966 6.46761e-05 6.20206e-05 0.000125604 6.74895e-05
threshold=-0.24219999999999997 -0.15464999999999998 -0.38486499999999996 0.095575000000000007 0.11215000000000001 0.11566000000000001 -0.0058549999999999991 -0.15137999999999999 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 -4 -8
right_child=1 2 3 4 5 -7 8 -9 -10
leaf_value=0.0055450241464047572 0.0067723226395961945 -0.0069187849944099067 0.0010791377634463179 0.011628448327025139 -0.0061245896033035587 0.0053462637581696282 -0.0050097858771845352 -0.016524825056758861 0.0043065783772890847
leaf_weight=0.0012610374809904666 0.0010606295887205042 0.0017263993691141967 0.0010039766634220709 0.0013946289568246371 0.001272796994569789 0.0012350030646513799 0.0019854685648079263 0.0010652433082972111 0.0019808333907911633
leaf_count=317 226 294 75 304 182 94 738 1018 662
internal_value=0 -0.000602962 -0.00127359 -0.00029292 0.00385008 -0.000475599 -0.00297169 -0.00798346 -0.000357047
internal_weight=0 0.012725 0.0116644 0.00993795 0.00390243 0.0025078 0.00603552 0.00206922 0.0039663
internal_count=3910 3593 3367 3073 580 276 2493 1093 1400
is_linear=0
shrinkage=0.0357101


Tree=3059
num_leaves=14
num_cat=0
split_feature=403 484 48 52 47 4 4 0 16 475 2 13 4
split_gain=0.000160082 9.88076e-05 8.95168e-05 0.000108458 0.000101609 0.000146702 0.000150283 0.000148564 0.000296972 0.0001044 8.73619e-05 0.000157417 0.000171055
threshold=0.088015000000000024 -0.0043499999999999988 0.12738500000000003 0.11588000000000002 0.117025 0.25367000000000006 -1.0000000180025095e-35 -0.10071499999999999 -0.094359999999999986 -1.0000000180025095e-35 0.106285 -0.077944999999999987 -0.08422499999999998
decision_type=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 -11 -13
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 -12 12 -14
leaf_value=-0.00050948254540699291 -0.00073476365289682204 -0.00024923457724227425 -0.00048886742769468981 -0.00036701080196970996 -0.00041023552160058841 0.00071939568848520088 -0.00062853374405023182 -0.00078200232407137061 0.00073174191121822441 -0.00024271471541827542 0.00090821575279527488 -9.3433429836197368e-05 0.00089105552725087845
leaf_weight=0.0012089884734721576 0.0011188758765018582 0.0010980503009346415 0.0010232556117794464 0.0016264073363589588 0.0010678784002345074 0.001910445788832202 0.0011929448662382214 0.00113456944208598 0.0012782041518367426 0.0014390464898336799 0.0010965305672806305 0.0010433282151414746 0.0019406571481393534
leaf_count=585 343 331 101 454 70 359 71 239 65 318 158 339 477
internal_value=0 3.08401e-05 7.20508e-05 0.000110759 0.000169619 0.000220651 0.00012745 -0.000194615 7.50701e-05 0.000302932 0.000412779 0.000289954 0.000546836
internal_weight=0 0.0170603 0.0158513 0.0148281 0.0132017 0.0121338 0.0102233 0.00360572 0.00247115 0.00661761 0.00551956 0.00442303 0.00298399
internal_count=3910 3567 2982 2881 2427 2357 1998 375 136 1623 1292 1134 816
is_linear=0
shrinkage=0.00196078


Tree=3060
num_leaves=15
num_cat=0
split_feature=403 453 42 42 160 159 43 3 2 15 43 13 15 43
split_gain=0.00017696 0.000140666 0.000125604 0.000193179 0.000145533 0.000198857 0.000159506 0.000169959 0.000166206 0.000154829 0.000251428 0.000117369 0.000116699 7.71188e-05
threshold=0.088015000000000024 1.0000000180025095e-35 -0.10770999999999999 -0.088669999999999985 -1.0000000180025095e-35 0.073745000000000019 -0.074254999999999988 -0.078669999999999976 0.087995000000000004 -1.0000000180025095e-35 0.079060000000000005 -0.0043499999999999988 -0.095799999999999982 -0.14839499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 13 11 12 -11 -8 -10 -6
right_child=-2 -3 3 4 6 -7 8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00049851039880802856 -0.0007274402748869166 -0.00063264905285577216 0.00088522877481797763 -0.00075806370170489732 0.00054851315135287938 0.0002043064959350285 -0.00088990188682973109 0.0010498178230983742 7.3085544827248593e-05 -0.00074373750243233647 0.00040123504382388132 -3.1800060978848192e-05 0.00084711280887317516 -0.00016664027687273987
leaf_weight=0.0012600454664979553 0.0011642810767187066 0.0010659334328359518 0.0010899083301900364 0.0016105174782259772 0.0010352994040294106 0.0014485792702661816 0.001019982638573138 0.001263839870396505 0.0012499456388569176 0.0012681325483138626 0.0014718625025092469 0.0012724235006626484 0.0015495131807510784 0.0011095748809322563
leaf_count=203 343 98 204 745 98 291 480 252 170 320 76 147 183 300
internal_value=0 3.10682e-05 7.35603e-05 0.000120399 6.21049e-05 -0.000302351 0.000161291 0.00050159 1.31799e-05 0.000189797 -0.000128685 -0.000413604 0.000501513 0.000178554
internal_weight=0 0.0177156 0.0166496 0.0153896 0.0142997 0.0030591 0.0112406 0.00340871 0.00783186 0.00553945 0.00274 0.00229241 0.00279946 0.00214487
internal_count=3910 3567 3469 3266 3062 1036 2026 650 1376 749 396 627 353 398
is_linear=0
shrinkage=0.00188464


Tree=3061
num_leaves=15
num_cat=0
split_feature=403 453 1374 457 11 160 151 0 4 2 4 4 43 16
split_gain=0.00013637 9.78633e-05 0.000108669 0.000209553 0.000123668 0.000103471 0.000203313 0.000155014 0.000173712 9.5834e-05 8.87509e-05 0.000110173 0.000163075 3.30714e-05
threshold=0.088015000000000024 1.0000000180025095e-35 -0.049459999999999997 0.088020000000000001 0.08184000000000001 0.091575000000000017 -0.08341999999999998 -0.11756999999999999 0.15045000000000003 0.090695000000000012 -0.0021099999999999995 -0.23071499999999998 -0.079109999999999986 0.24895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 9 10 -8 11 13 -13 -9
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00052020043274580302 -0.00066134467442022704 -0.00052408622468240679 0.00095434462996606194 0.00092794331029953604 -0.00055751095064981635 -0.00047587620805013595 0.00014929217242314781 -0.00033312425596033552 0.00085748031666156522 -0.00057988093591970801 -0.00027104626857050047 -3.3513674253772813e-06 0.00092177788739391793 0.00014201841839284733
leaf_weight=0.0010302395936202481 0.0010637884453684699 0.0010448232503580393 0.0010275071371818869 0.001041299342619738 0.0010919167520200669 0.0010066574270598825 0.001017994835311508 0.0010760409278649987 0.0012432682304895151 0.0017250820973749483 0.001773053880514912 0.0013142756414098347 0.0013952308424265317 0.0010074608413768171
leaf_count=82 343 98 243 143 214 284 95 104 255 166 421 455 940 67
internal_value=0 3.44749e-05 7.15286e-05 0.000112944 5.09005e-05 0.000103682 0.000154063 7.61386e-05 0.000211517 -0.000309274 8.92059e-05 0.000222472 0.000473034 -0.000103373
internal_weight=0 0.0167949 0.01575 0.0147198 0.0136785 0.0125866 0.0115799 0.0105524 0.00780933 0.00274308 0.00656606 0.00479301 0.00270951 0.0020835
internal_count=3910 3567 3469 3387 3244 3030 2746 2503 2242 261 1987 1566 1395 171
is_linear=0
shrinkage=0.00188464


Tree=3062
num_leaves=15
num_cat=0
split_feature=403 48 51 4 158 43 151 49 13 13 0 42 4 15
split_gain=0.000151817 0.000141573 0.000131234 0.000203872 0.000119877 0.000131968 0.000134208 0.00014407 0.000103912 0.000152842 0.000214205 0.000110107 9.19099e-05 8.99817e-05
threshold=0.088015000000000024 0.12675000000000003 0.10876000000000001 0.28937500000000005 0.084710000000000021 0.0016850000000000001 -0.08341999999999998 -0.07107999999999999 -0.077944999999999987 -0.003375 -0.10071499999999999 -1.0000000180025095e-35 -0.083329999999999987 -0.095799999999999982
decision_type=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 13 -12 -7 -11
right_child=-2 -3 -4 -5 -6 12 7 8 9 10 11 -13 -14 -15
leaf_value=0.00054560409683389213 -0.00066519022274945556 -0.00056995118884168119 -0.00052808366020060701 0.0006805932274242969 -0.00056409773435358115 0.0007250499247055031 -0.00060150509349905042 -0.00040275099433264476 0.00066266383524696206 -1.1741135100041304e-05 -0.00086500160988673325 -2.7026423954138304e-05 4.3052496475892631e-05 0.00073286688737219145
leaf_weight=0.0012378945181524626 0.0011084632711340836 0.0012180743682384037 0.0011214005030963431 0.0018336520012464828 0.0010079434329269025 0.0015637871512064472 0.0015042034106689649 0.0015248245810811504 0.0013447691064212312 0.0010568300757567428 0.0010537808698450951 0.0010054740033649213 0.001107736284794378 0.0010734840747865688
leaf_count=318 343 125 222 358 321 65 175 526 541 45 269 181 356 65
internal_value=0 2.59267e-05 7.00879e-05 0.000113889 3.6806e-05 8.53659e-05 -1.19132e-05 -9.25062e-05 1.59539e-05 0.000131316 -3.92365e-05 -0.000455843 0.000442262 0.000363473
internal_weight=0 0.0176539 0.0164358 0.0153144 0.0134807 0.0124728 0.00980126 0.00856337 0.00705916 0.00553434 0.00418957 0.00205925 0.00267152 0.00213031
internal_count=3910 3567 3442 3220 2862 2541 2120 1802 1627 1101 560 450 421 110
is_linear=0
shrinkage=0.00181146


Tree=3063
num_leaves=14
num_cat=0
split_feature=124 4 453 4 0 0 42 13 4 4 4 4 3
split_gain=0.000158482 0.00014814 0.000134797 0.000150423 0.00010842 0.000107168 0.000120944 0.000215033 0.000132886 0.00012491 0.000246449 0.000154167 0.000138281
threshold=0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 0.25367000000000006 -0.15291499999999997 1.0000000180025095e-35 0.085195000000000007 0.0024700000000000004 -0.032604999999999995 0.0057500000000000008 -0.017449999999999997 -0.08422499999999998 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 9 -8 10 11 -3 -11
right_child=-2 2 -4 4 -6 -7 8 -9 -10 12 -12 -13 -14
leaf_value=-0.00071929122579101918 0.00070729381334405368 -0.00060956211258735189 -0.00067509917516437527 0.00090775694835523995 0.00015194687834151982 0.00036175834725090289 -0.00034331724729211056 -0.001055988941472645 0.00049445804716847575 0.00060074705250164116 -0.001089134188798985 0.00032596185487329628 -0.00031955403925494201
leaf_weight=0.0011327498495989309 0.001010774737858113 0.0010173599321460286 0.0010244701300592398 0.0010194965696987703 0.0019899781201325318 0.0017854569000729037 0.0010639237711711335 0.0010553170257476003 0.0018278262771627011 0.0013467462106142719 0.0011200216316235301 0.0016250460763127042 0.0010184637140850938
leaf_count=173 91 282 97 112 359 151 737 412 547 163 403 338 45
internal_value=0 -6.08007e-05 -1.3871e-05 3.16855e-05 0.000407987 -6.37997e-05 -0.000139218 -0.000270237 0.000186226 -0.000134913 -0.000348258 -3.42268e-05 0.000204464
internal_weight=0 0.0170269 0.0158941 0.0148696 0.00300947 0.0118602 0.0100747 0.00718295 0.00289175 0.00612764 0.00376243 0.00264241 0.00236521
internal_count=3910 3819 3646 3549 471 3078 2927 1643 1284 1231 1023 620 208
is_linear=0
shrinkage=0.00188464


Tree=3064
num_leaves=17
num_cat=0
split_feature=147 124 12 484 156 150 12 3 4 0 3 12 1 3 4 4
split_gain=0.000176524 0.000161417 0.000188294 0.000159162 0.000146526 0.00014083 0.000129416 0.000135928 0.000124044 0.000166539 0.000200564 7.73546e-05 0.000183412 5.71677e-05 4.08204e-05 3.30518e-05
threshold=0.088565000000000019 0.08919500000000001 0.10852500000000001 -0.0043499999999999988 0.090135000000000007 0.090480000000000019 -0.0089849999999999982 0.13772500000000001 -0.23071499999999998 -0.077944999999999987 -0.089974999999999986 0.086935000000000012 0.092010000000000022 -0.087654999999999983 0.00046500000000000008 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 14 8 -8 10 -10 12 15 -11 -5 -12
right_child=-2 -3 -4 4 -6 -7 7 -9 9 13 11 -13 -14 -15 -16 -17
leaf_value=-0.00074609762689977226 0.00074609251837495089 0.00066744123866705428 -0.00080731228801052919 -4.1405899689259732e-05 -0.00066710654624667083 -0.00048692951149353046 -0.00040970057420635367 0.00086798974464576389 -0.00065303921259837684 0.0010139465393641121 0.0004702238799100537 -0.00017873787707257892 -0.00021964843706732485 0.00037977934533229164 -0.00057827214314737959 0.00093829196850152784
leaf_weight=0.0010833133310317435 0.0010147647771309607 0.0010158697791254603 0.0012585789933050309 0.0010054524511116582 0.0010731827369879878 0.0015023482327429167 0.0012535224210398072 0.0010141618731792099 0.0011142541474246136 0.0010002038380742886 0.0010313987649875136 0.0011545353019558665 0.0011487613893719217 0.0010195655725596681 0.0010067147669961163 0.001115240650649863
leaf_count=544 168 73 297 163 287 177 90 57 370 123 250 628 55 333 214 81
internal_value=0 -6.20545e-05 -0.000106215 -4.93703e-05 2.90179e-06 5.66974e-05 0.000125538 0.000214497 0.000139505 0.000230281 6.20171e-05 0.000241066 0.000388143 0.000693823 -0.000310007 0.000713399
internal_weight=0 0.0177971 0.0167812 0.0155227 0.0144393 0.0133662 0.0118638 0.00985164 0.00883748 0.00758396 0.00556419 0.00444994 0.0032954 0.00201977 0.00201217 0.00214664
internal_count=3910 3742 3669 3372 2828 2541 2364 1987 1930 1840 1384 1014 386 456 377 331
is_linear=0
shrinkage=0.00188464


Tree=3065
num_leaves=11
num_cat=0
split_feature=42 43 16 0 52 47 4 2 1 16
split_gain=3.90793e-05 9.13239e-05 9.15289e-05 8.35394e-05 6.1845e-05 5.11496e-05 6.36256e-05 0.000120207 4.96519e-05 4.59256e-05
threshold=-0.10770999999999999 -0.17307499999999998 0.15737500000000001 -0.061994999999999995 -0.15422999999999998 0.09252500000000001 0.0057500000000000008 0.11230000000000001 0.088495000000000018 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 8 -8 9 -3
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.005821676744611465 0.0077314353140068631 0.0051554037920804353 -0.0012910317548256143 0.0076438066062512753 -0.011302650673089776 -0.0060864164833759173 0.0086299885249823838 -0.0027681186814633211 -0.0069183049259746218 -0.0037246586776271237
leaf_weight=0.0010154920168740497 0.0014046174098432803 0.0010501342849740703 0.0012340452090779082 0.0014211291810688016 0.0010702366187807563 0.001231565562084723 0.0019346087314855564 0.0015466275889963693 0.0013200711004939664 0.0011158866425648884
leaf_count=241 175 335 389 330 146 231 393 169 479 1022
internal_value=0 0.000380851 -0.000485007 0.000821862 -0.00594098 -0.000360598 0.000651515 0.00356609 -0.002259 0.00058059
internal_weight=0 0.0133289 0.0119243 0.00962002 0.00230428 0.00819889 0.00696733 0.00348124 0.00348609 0.00216602
internal_count=3910 3669 3494 2959 535 2629 2398 562 1836 1357
is_linear=0
shrinkage=0.0304782


Tree=3066
num_leaves=11
num_cat=0
split_feature=132 42 160 474 133 13 12 151 3 1
split_gain=3.31288e-05 8.21918e-05 6.15173e-05 0.00013109 0.000114612 8.11857e-05 0.00010168 8.47374e-05 0.000121742 4.80387e-05
threshold=0.080815000000000012 -0.090359999999999982 -1.0000000180025095e-35 0.059400000000000008 -1.0000000180025095e-35 -0.083514999999999992 0.092475000000000016 -0.0088999999999999982 -0.075679999999999983 0.10339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -7 -9 -10
right_child=-2 2 4 -5 5 7 -8 8 9 -11
leaf_value=-0.0093488068210674131 0.0052766886117503516 -0.010817124269869341 -0.0087816711958391535 0.0047785479557233418 0.013580261173989932 -0.0074127372531414713 -0.00016277155791406318 -0.0056631047010017848 0.002603197030426586 0.012014805532614818
leaf_weight=0.0011933569165527838 0.0012961097409964354 0.0015872357846847393 0.0011248504787092122 0.0011315622817794288 0.0016351412705598416 0.001236457418486569 0.0011063048658305694 0.0013074972109613286 0.0013085673772877298 0.001351031382536688
leaf_count=352 395 690 657 321 346 211 61 507 219 151
internal_value=0 -0.000593302 0.000293012 -0.00432621 0.00167768 0.00315851 0.00803429 0.000589753 0.00308395 0.00738414
internal_weight=0 0.012982 0.0117886 0.0027188 0.00906985 0.007945 0.00274145 0.00520355 0.0039671 0.0026596
internal_count=3910 3515 3163 1011 2152 1495 407 1088 877 370
is_linear=0
shrinkage=0.0350099


Tree=3067
num_leaves=11
num_cat=0
split_feature=15 3 16 1 1 47 0 0 15 13
split_gain=3.52879e-05 4.23611e-05 4.62012e-05 7.67652e-05 7.78672e-05 6.03494e-05 5.79052e-05 0.00020672 0.000136348 0.000119311
threshold=-0.24219999999999997 -0.15464999999999998 -0.38486499999999996 0.095575000000000007 0.11215000000000001 0.11566000000000001 -0.084304999999999977 -0.22384499999999996 0.085120000000000015 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 -4 9 -8
right_child=1 2 3 4 5 -7 8 -9 -10 -11
leaf_value=0.0052825944138109636 0.0058077658869084454 -0.0062050375773660795 0.0039474318376823284 0.0097637875375249754 -0.0052081674977237898 0.0051312528472266059 0.0033982543746918486 -0.015333542752453102 0.0095725315866414928 -0.011523582795582996
leaf_weight=0.001277750151671979 0.0010776441385597539 0.0017519654459643283 0.001158352126476192 0.0013959787498658057 0.0012982981494417279 0.0012592463545313404 0.0011568435613947929 0.0013795729286791738 0.0011647161524716634 0.0012760420329182829
leaf_count=317 226 294 75 304 182 94 92 1063 719 544
internal_value=0 -0.00057961 -0.00116092 -0.000285009 0.00337162 -0.000117395 -0.00264122 -0.00653338 0.000104502 -0.00442821
internal_weight=0 0.0129187 0.011841 0.0100891 0.00395352 0.00255754 0.00613553 0.00253793 0.0035976 0.00243289
internal_count=3910 3593 3367 3073 580 276 2493 1138 1355 636
is_linear=0
shrinkage=0.0336504


Tree=3068
num_leaves=14
num_cat=0
split_feature=124 12 484 156 43 133 0 49 48 0 13 15 1
split_gain=0.00014201 0.000141098 0.000109129 0.000122425 0.000108604 0.000154882 0.000102842 7.74678e-05 0.000187426 0.00014586 0.000169487 9.0349e-05 7.05378e-05
threshold=0.0040150000000000003 0.10852500000000001 -0.0043499999999999988 0.091280000000000014 -0.074254999999999988 0.087895000000000015 -0.070894999999999986 0.10581000000000002 0.086125000000000021 -0.22384499999999996 -0.09547499999999999 0.035895000000000003 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 -6 -11 -12 -10
right_child=-2 -3 3 -5 7 -7 -8 -9 12 10 11 -13 -14
leaf_value=-0.00056958466918534108 0.00065753098142719388 -0.00064473533992495842 0.00016784627247583991 -0.00058160231877315898 0.00067656892194879823 -0.00033701788573309917 0.00078436542095891126 0.0004163211222397585 -0.00093296746305417935 0.00037079312440620779 -0.00010633325345237756 -0.00080474788305208173 -0.00024419074946827984
leaf_weight=0.0011013803587696424 0.0010033062257592323 0.0012918694166617053 0.0018129776214254869 0.0010243876474713533 0.0010815386016365157 0.0010020686867358076 0.0018831954552465768 0.0010993583068365925 0.0010149293002331729 0.0017288079081549824 0.0016698007210335939 0.0010177731490288999 0.0010154811314025958
leaf_count=563 94 312 473 293 62 359 151 118 138 194 268 805 80
internal_value=0 -5.81328e-05 -9.0888e-06 3.3929e-05 8.1246e-05 0.000307285 0.000481962 -4.18445e-05 -0.00010875 6.84185e-05 -8.0513e-05 -0.00037082 -0.000588486
internal_weight=0 0.0167436 0.0154517 0.0143503 0.0133259 0.00469824 0.00369617 0.00862769 0.00752833 0.00549792 0.00441638 0.00268757 0.00203041
internal_count=3910 3816 3504 2941 2648 983 624 1665 1547 1329 1267 1073 218
is_linear=0
shrinkage=0.00184769


Tree=3069
num_leaves=16
num_cat=0
split_feature=14 403 11 3 475 159 457 52 13 51 2 43 42 1 16
split_gain=0.000258567 0.000193068 0.000157584 0.000244706 0.000178423 0.000128721 0.000123208 0.00014519 0.000201809 0.000244247 0.000115229 0.000174422 0.000107296 0.000141516 6.72279e-05
threshold=0.064610000000000015 0.088015000000000024 0.088315000000000018 -0.15002999999999997 -0.048844999999999993 0.096890000000000018 -0.067474999999999993 0.11588000000000002 -0.070604999999999987 0.08955500000000001 0.10648500000000001 -0.074254999999999988 -0.09602999999999999 0.095825000000000007 -0.089559999999999987
decision_type=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 12 11 -8 -10 14 -14
right_child=-2 -3 -4 4 5 -7 7 -9 9 -11 -12 -13 13 -15 -16
leaf_value=0.0010246273630146151 -0.00098365032045526039 -0.00075675141618920013 -0.00068783055561834284 0.00077048281022816436 -0.00058604706234602604 -0.00067933551741124253 0.00090342161666668371 -0.00039624061878566861 -0.00038760356176325547 -0.00085723531181713052 0.0010495149897996135 -7.9836348493985811e-05 0.00087749408495291865 -0.00022622898534563476 0.00027957669570621889
leaf_weight=0.0010570413055921114 0.0010476584850358161 0.0011659557340185532 0.0010056774134423732 0.0012226640727728199 0.0011079149342798035 0.0010247118730783876 0.0011685037916680761 0.0019505681623665063 0.0011530770906837233 0.0011248858152038653 0.0011705520821601039 0.0017067804022767989 0.0012325094114255281 0.0014150540063757704 0.0017488350853050222
leaf_count=134 138 336 124 459 148 269 220 418 156 113 140 340 145 238 532
internal_value=0 1.66054e-05 6.64539e-05 0.000110858 5.05884e-05 -8.8702e-06 4.09919e-05 9.58193e-05 0.000185351 -2.41074e-05 0.000530892 0.000319756 0.000144769 0.000284398 0.00052676
internal_weight=0 0.0192547 0.0180888 0.0170831 0.0160261 0.0148034 0.0137787 0.0126708 0.0107202 0.00667436 0.00404584 0.00287528 0.00554948 0.0043964 0.00298134
internal_count=3910 3772 3436 3312 3178 2719 2450 2302 1884 1184 700 560 1071 915 677
is_linear=0
shrinkage=0.00196078


Tree=3070
num_leaves=11
num_cat=0
split_feature=1375 150 11 159 52 15 2 52 43 4
split_gain=3.55473e-05 4.50583e-05 6.38762e-05 9.18114e-05 8.12728e-05 0.000145354 6.71459e-05 0.000180599 0.000117596 8.00821e-05
threshold=-0.072014999999999982 0.084800000000000014 0.077165000000000025 0.09141500000000001 -0.015539999999999998 -0.017214999999999998 0.10137500000000001 0.10701500000000001 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -6 -10
right_child=1 -3 -4 -5 6 -7 7 -9 9 -11
leaf_value=-0.0060630499517761666 -0.00052729989955367347 0.0055984393105456614 -0.0082641690743321256 -0.0090646687122013739 -0.004260588572481008 0.016011882171737386 -0.012815287264391793 0.0044621204755636527 0.01260804242321655 0.00054223666211434597
leaf_weight=0.0010368353246305003 0.0013610607714887694 0.0016562892929138711 0.0010465815869457286 0.001034985626708858 0.0018087293241852943 0.001078471585917006 0.001416072508628503 0.0013271254866416005 0.0013401389900943202 0.0011637967179065727
leaf_count=158 472 356 248 394 1069 215 214 174 422 188
internal_value=0 0.000407166 -0.000335538 0.000452464 0.00148982 0.00678436 -0.000340745 -0.00445669 0.00227732 0.00700001
internal_weight=0 0.0132333 0.011577 0.0105304 0.0094954 0.00243953 0.00705586 0.0027432 0.00431267 0.00250394
internal_count=3910 3752 3396 3148 2754 687 2067 388 1679 610
is_linear=0
shrinkage=0.0336504


Tree=3071
num_leaves=14
num_cat=0
split_feature=403 48 484 4 0 52 4 12 0 4 2 52 13
split_gain=0.000139995 8.41892e-05 0.000107128 0.000106113 0.000143294 0.0001396 0.000202934 0.000117975 0.000154515 0.000150015 0.000101284 7.9083e-05 0.000204927
threshold=0.088015000000000024 0.12675000000000003 -0.0043499999999999988 0.28937500000000005 -0.23029999999999998 0.11401500000000002 -0.083329999999999987 -0.023959999999999995 -0.06402999999999999 -0.013929999999999998 0.086915000000000006 0.086635000000000004 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 11 -8 9 -9 -11 12 -6
right_child=-2 -3 3 -5 5 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.0005183534928675953 -0.00066694995762788748 -0.00045932254553641825 0.00068735667978372115 0.00055821727752099128 0.00078330189282159359 -0.00063662975167492249 -0.00069466678291508924 -0.0008128643194816028 0.00061184928616354569 -0.00034586948352172386 0.00029543424455858331 0.0007647912487616388 -0.00035922368050626986
leaf_weight=0.0010127393447215407 0.0010655806372642717 0.0011275563250529369 0.0011625718091252723 0.0016984912530286075 0.0010866884922976217 0.0011279161263683954 0.0011073787899246257 0.0010173958286194672 0.0011002919112548621 0.0015837881725739942 0.0019538157780823531 0.0014296128222408278 0.001145263769462234
leaf_count=564 343 125 54 358 187 393 204 588 148 202 331 150 263
internal_value=0 3.7807e-05 7.41445e-05 0.000115776 5.66729e-05 -6.79713e-06 6.13516e-05 -0.000132139 -2.19886e-05 -0.000175097 8.32204e-06 0.000418716 0.000197047
internal_weight=0 0.0165535 0.015426 0.0144132 0.0127147 0.0115522 0.0104242 0.00676267 0.00565529 0.004555 0.0035376 0.00366157 0.00223195
internal_count=3910 3567 3442 2878 2520 2466 2073 1473 1269 1121 533 600 450
is_linear=0
shrinkage=0.00188464


Tree=3072
num_leaves=16
num_cat=0
split_feature=124 14 4 484 42 43 16 15 13 4 16 12 3 42 4
split_gain=0.000179468 0.000154745 0.000166662 0.000164689 0.000104981 0.000164456 0.000143231 0.000107759 0.000166802 0.00011607 0.000209112 9.83615e-05 0.000129956 6.87196e-05 6.19955e-05
threshold=0.08919500000000001 0.020750000000000005 -0.49837999999999999 0.073820000000000011 -1.0000000180025095e-35 -0.074254999999999988 0.15100500000000003 -0.19153499999999998 -0.11267999999999999 0.0057500000000000008 -0.094359999999999986 0.085845000000000019 -0.078669999999999976 -0.09547499999999999 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 11 7 -7 -9 14 -11 -6 -13 -4 -10
right_child=-2 -3 3 -5 5 6 -8 8 9 10 -12 12 -14 -15 -16
leaf_value=-0.00071324419091618632 0.00076424309210156613 -0.00079439282219486904 -8.5680811248463405e-05 0.00055486971341848113 0.00088469237072985336 -0.00051916007286105775 -0.0007583338508839291 0.00076319231723170693 -8.3879437545291896e-05 -0.00032068535812691579 0.00077684501304634197 -0.00025496284381030707 0.00067535337101809804 -0.00078801207938026022 -0.00072803465401651078
leaf_weight=0.0011787359919482208 0.0010327684616930127 0.0010007409635752118 0.0010241739097756357 0.0019771092180367053 0.0010418353918429171 0.0012780842067590028 0.0010984236493935366 0.0011230291048726065 0.0011940280974033074 0.0013059675707282944 0.0012608764215654238 0.001215955824648938 0.0010205998931708676 0.0010351681747904126 0.0010270334543159188
leaf_count=173 76 153 238 442 354 138 150 136 353 126 62 320 163 692 334
internal_value=0 -6.00495e-05 -1.62567e-05 3.63999e-05 -3.88337e-05 3.23679e-05 -0.000111806 -1.30216e-05 9.64175e-05 -5.99781e-05 0.00021844 0.000396824 0.000169565 -0.000438721 -0.000381741
internal_weight=0 0.0177818 0.016781 0.0156023 0.0136252 0.0115658 0.00828744 0.00718902 0.00591093 0.00478791 0.00256684 0.00327839 0.00223656 0.00205934 0.00222106
internal_count=3910 3834 3681 3508 3066 2136 1299 1149 1011 875 188 837 483 930 687
is_linear=0
shrinkage=0.00192234


Tree=3073
num_leaves=11
num_cat=0
split_feature=4 0 12 52 160 151 0 52 2 0
split_gain=3.88695e-05 9.47458e-05 5.52107e-05 6.01272e-05 7.40791e-05 0.00011874 9.95258e-05 7.09887e-05 5.86653e-05 0.000135996
threshold=0.24280000000000004 -0.11756999999999999 0.10371500000000002 -0.27466499999999994 0.090735000000000024 -0.08341999999999998 -0.14867499999999997 -0.0093349999999999978 0.10113500000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 -8 9 -9
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.0088526596180770623 -0.0016145589235442748 0.013594309148973869 -0.010009909029331061 0.01531718557809774 -0.0083660783299072932 -0.010667022803114401 0.010884165427432755 -0.0041349729670610369 -0.007769492205384654 0.013114837069901866
leaf_weight=0.0012035352174119994 0.0018215452214669723 0.0011087035329679475 0.0010736901143508235 0.0010361818819170599 0.0012514773907842417 0.0011365941080424711 0.0013397965005770944 0.0018650846805751027 0.0011696054351636887 0.0013085946891841678
leaf_count=373 223 326 360 277 236 139 428 1081 144 323
internal_value=0 0.00413994 -0.00115766 -0.000235855 0.000902856 0.00237944 0.000413683 0.00262978 8.35062e-05 0.00297759
internal_weight=0 0.00293025 0.0113846 0.0103109 0.00910733 0.00785586 0.00681968 0.00568308 0.00434328 0.00317368
internal_count=3910 549 3361 3001 2628 2392 2115 1976 1548 1404
is_linear=0
shrinkage=0.0410197


Tree=3074
num_leaves=15
num_cat=0
split_feature=14 124 50 47 43 475 42 16 133 48 12 0 3 1
split_gain=0.000245828 0.000166481 0.000195013 0.000200201 0.000201219 0.000267313 0.000182156 0.000153795 0.000139174 0.000142672 0.000149245 0.000258321 0.00011915 0.000108269
threshold=0.020750000000000005 0.08919500000000001 0.10625000000000001 0.117025 -0.15109999999999998 -0.067819999999999978 -1.0000000180025095e-35 0.15737500000000001 0.083815000000000014 0.086125000000000021 0.088325000000000015 -0.19631499999999999 0.096385000000000012 0.090355000000000005
decision_type=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 11 -8 -11 -1
right_child=-2 -3 -4 -5 5 6 7 -9 -10 12 -12 -13 -14 -15
leaf_value=0.00025238638856009356 -0.00092328488840574081 0.00079348564345765849 -0.00082091619814249556 -0.00074103276117578037 0.00094178615662182034 -0.00080849127617765631 0.00065748310485729466 -0.0004978234612879217 0.00066139222583205717 -0.00084870988157136247 0.00072847731264494872 -0.0004646219303617499 -1.6066793296889555e-05 0.0010832140017146357
leaf_weight=0.0013049425122394912 0.0010355845234040683 0.0010216819596212774 0.0010188963122292642 0.0011114417575693617 0.0010414255984271337 0.0011291040116488066 0.0012506627322780325 0.0018573319113084534 0.0014228480289494557 0.0010660587332027884 0.0014117867374887072 0.0019251650097103358 0.0015709921890578737 0.0010427952497335524
leaf_count=160 153 76 404 122 385 710 80 258 570 135 271 417 81 88
internal_value=0 3.96249e-05 -5.27599e-06 4.62316e-05 0.000104475 8.72729e-06 -7.47965e-05 4.06405e-06 0.000111861 3.63407e-06 0.000208446 -2.27293e-05 -0.000352673 0.000621415
internal_weight=0 0.0181751 0.0171535 0.0161346 0.0150231 0.0126754 0.0116339 0.0105048 0.00864751 0.00722467 0.00458761 0.00317583 0.00263705 0.00234774
internal_count=3910 3757 3681 3277 3155 2907 2522 1812 1554 984 768 497 216 248
is_linear=0
shrinkage=0.00192234


Tree=3075
num_leaves=11
num_cat=0
split_feature=15 158 156 15 42 4 2 43 13 48
split_gain=3.38521e-05 4.18679e-05 7.10563e-05 6.635e-05 0.000119688 9.25869e-05 0.000151859 9.24486e-05 0.000117105 6.75923e-05
threshold=-0.24219999999999997 0.080045000000000019 0.084090000000000012 -0.095799999999999982 -1.0000000180025095e-35 0.0057500000000000008 0.10488500000000002 -0.07526999999999999 -0.09547499999999999 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 7 -7 -6 -9 -2
right_child=1 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=0.0059948069290802772 0.0024188085463445388 -0.0083896295974332288 -0.0094986449309821946 -0.0064401389220141098 0.0087740715895316922 0.020804313429260902 0.00070936829846706653 0.0050778864827042327 -0.011154498250206275 -0.011362086448688481
leaf_weight=0.0013023642615812509 0.0010121931355281154 0.0010080953588198415 0.0011161008320695479 0.0018314686842596075 0.0017174791730135974 0.0012307910153937212 0.0011134439272229499 0.0014104491940002415 0.0013541662054642346 0.0012202157479773469
leaf_count=317 107 394 462 775 484 138 143 128 687 275
internal_value=0 -0.000672167 -2.41796e-05 0.000946827 0.00250953 0.00491068 0.0112598 0.00158996 -0.00287307 -0.00511371
internal_weight=0 0.0130144 0.0120063 0.0108902 0.0086578 0.00682633 0.00234423 0.00448209 0.00276462 0.00223241
internal_count=3910 3593 3199 2737 2355 1580 281 1299 815 382
is_linear=0
shrinkage=0.0394268


Tree=3076
num_leaves=12
num_cat=0
split_feature=2 52 4 150 3 13 1 4 1 0 2
split_gain=3.66649e-05 9.02891e-05 0.00011417 7.34918e-05 8.09577e-05 0.000100021 9.93553e-05 7.06522e-05 7.91732e-05 7.08801e-05 3.99383e-05
threshold=0.10946500000000002 0.10599500000000002 0.17888000000000001 0.086025000000000018 -0.089974999999999986 -0.084084999999999979 0.096035000000000023 -0.071454999999999991 0.11797500000000001 -0.17106499999999999 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 10 -2 9 -9 -7
right_child=7 -3 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.007673229988482899 0.010726031554663975 -0.010401513462047641 0.0096560201445390834 -0.010421393499033179 -0.0069676068722189831 0.012589851754433043 -0.0041631463066740407 0.0026602124098328989 0.0079982479491909602 -0.0099945810132203144 0.0041394028692547545
leaf_weight=0.0014225592791704727 0.0010161100222949027 0.0011579239014776416 0.001281903484561686 0.001012474013310013 0.001222636274081864 0.0012945255304376803 0.001143516627723027 0.0010816138936287636 0.0010568282110465644 0.0010883896691543514 0.0014571049414172938
leaf_count=548 106 548 217 205 516 365 228 68 252 341 516
internal_value=0 -0.0012092 -4.41166e-06 -0.00164403 -0.000285256 0.00176833 0.00451043 0.00267525 0.000140106 -0.00368694 0.00811498
internal_weight=0 0.00999264 0.00883472 0.00755282 0.00654034 0.00511778 0.00389515 0.00424294 0.00322683 0.00217 0.00275163
internal_count=3910 3143 2595 2378 2173 1625 1109 767 661 409 881
is_linear=0
shrinkage=0.0350099


Tree=3077
num_leaves=12
num_cat=0
split_feature=39 13 48 51 1 52 48 2 12 39 3
split_gain=3.93044e-05 8.70359e-05 8.58424e-05 0.000101231 0.000133858 8.58936e-05 7.74908e-05 6.36744e-05 8.55989e-05 5.68496e-05 1.05002e-06
threshold=0.005105000000000001 -0.26418499999999995 0.11379500000000002 0.08955500000000001 0.11198000000000001 0.086950000000000013 0.083775000000000002 0.085255000000000011 0.086865000000000012 0.10189000000000001 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -2 -9
right_child=9 2 -4 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=0.0074001980974033382 0.010398382422073133 -0.0042147458737740954 -0.010730279561358975 -0.010678106346684209 0.01005121576373896 -0.01036118274411248 0.0070981973938966927 -0.0075365567118851695 0.009347418242995089 -0.0013401202494678812 -0.0059330908873628059
leaf_weight=0.0014030993410262494 0.0010015500636972971 0.0012873282870661147 0.0011919126591342618 0.0011149813436363174 0.0014942298730537922 0.0011238673338998754 0.0014894130365766985 0.0010003247894675282 0.0010242727050073161 0.0010214018617013714 0.00100192538677033
leaf_count=161 287 314 121 331 200 791 231 691 406 172 205
internal_value=0 -0.000799649 -0.00187207 -0.000764914 0.000547584 -0.00150241 0.000213186 -0.00216395 0.00179466 0.00447153 -0.00673418
internal_weight=0 0.0121314 0.0107283 0.00953634 0.00842136 0.00692713 0.00580326 0.00431385 0.0023116 0.00202295 0.00200225
internal_count=3910 3451 3290 3169 2838 2638 1847 1616 720 459 896
is_linear=0
shrinkage=0.0350099


Tree=3078
num_leaves=11
num_cat=0
split_feature=2 40 42 49 52 3 13 42 15 4
split_gain=3.57602e-05 9.13928e-05 8.48838e-05 6.2807e-05 0.000150417 6.27614e-05 6.47671e-05 8.34045e-05 0.000152641 0.000126895
threshold=0.10946500000000002 -1.0000000180025095e-35 0.091955000000000023 -0.045004999999999996 0.0053050000000000007 0.10666500000000002 -0.084184999999999996 0.08401500000000002 0.035895000000000003 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 -5 6 -3 8 9 -8
right_child=3 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.01183872201587772 0.010989578786350002 -0.0073773255401236521 -0.0099588059136907214 -0.0074339234312559791 0.010245975415387881 0.010378395770267917 -0.003039758584396647 0.012204560964512277 -0.013270840279131399 0.013198622664176842
leaf_weight=0.0011402137823147305 0.001121825043663806 0.0014156191330528421 0.0011492327957803097 0.0017591309140443379 0.0013014536745020039 0.0010722268476272365 0.0016951614061157154 0.0010256769564214729 0.0010571274067130848 0.0013389431355898956
leaf_count=266 148 675 533 395 224 105 411 357 608 188
internal_value=0 -0.00133925 2.8309e-05 0.00300922 8.41074e-05 0.00153756 8.64609e-05 0.00215136 -0.000368995 0.0041262
internal_weight=0 0.0098942 0.00875399 0.00418241 0.00306058 0.00760475 0.00653253 0.00511691 0.00409123 0.0030341
internal_count=3910 3143 2877 767 619 2344 2239 1564 1207 599
is_linear=0
shrinkage=0.0394268


Tree=3079
num_leaves=15
num_cat=0
split_feature=403 403 160 474 483 42 43 12 3 42 2 4 1 15
split_gain=0.000228236 0.0003146 0.000184982 0.000302479 0.00016591 0.000151189 0.000166067 0.000193447 0.00014231 0.000115796 0.000131112 0.000144807 0.000230292 0.000164923
threshold=0.088015000000000024 0.019620000000000002 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -1.0000000180025095e-35 -0.044024999999999988 0.085945000000000008 -0.078884999999999997 0.078965000000000021 0.11835000000000002 0.0057500000000000008 0.086560000000000012 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -7 -9 10 11 12 -8 -13
right_child=-2 -3 5 -5 -6 6 9 8 -10 -11 -12 13 -14 -15
leaf_value=-0.0011642751101867122 -0.00083710723092089451 0.001071518271015093 -0.00042837802368081283 0.00036243788078673815 -0.0001749761257157556 0.0010678693470793084 0.00035471777443892098 -0.00028886376546502968 0.00068389609150664062 -0.00058361506880037274 -0.00041433514408297087 6.149337720610621e-05 -0.00076472235847206888 0.0010226178905939308
leaf_weight=0.001580499978764668 0.0011866755912652354 0.0010177756670474184 0.0018755467702311389 0.0012991270276646559 0.0010377499544375684 0.0013798390713959325 0.001809653689236578 0.0012234446416893412 0.001018339759512172 0.0010675908482216598 0.0014701064372870144 0.0012797758784758688 0.0010870312196109011 0.0013617729062402233
leaf_count=539 343 145 703 270 301 325 73 218 136 400 122 71 197 67
internal_value=0 3.25534e-05 -2.79043e-05 -0.000395894 -0.000772164 7.83024e-05 0.000159542 0.000501575 0.000153016 6.15798e-06 9.5999e-05 0.000231466 -6.53715e-05 0.000556973
internal_weight=0 0.0185083 0.0174905 0.00391738 0.00261825 0.0135731 0.0116976 0.00362162 0.00224178 0.00807593 0.00700834 0.00553823 0.00289668 0.00264155
internal_count=3910 3567 3422 1110 840 2312 1609 679 354 930 530 408 270 138
is_linear=0
shrinkage=0.00192234


Tree=3080
num_leaves=12
num_cat=0
split_feature=39 13 48 51 1 52 0 3 39 4 16
split_gain=3.56998e-05 6.93243e-05 7.60833e-05 9.29708e-05 0.000112028 7.56953e-05 7.14654e-05 9.98787e-05 4.96843e-05 4.24332e-05 3.85371e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11379500000000002 0.08955500000000001 0.11198000000000001 0.086950000000000013 -0.17106499999999999 -0.021064999999999997 0.10519000000000002 -0.08422499999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 9 -2 -8 -11
right_child=8 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.006597668974531682 0.0097301750425541188 0.0076222552119435214 -0.010097544584726564 -0.010242447346435059 0.0093205161037313924 -0.0096472112222666245 -0.0050610736558940068 -0.011475585842409455 -0.0012627601036256353 0.0071609626289207123 -0.0016247832734071787
leaf_weight=0.0013875271625525638 0.0010144426192111797 0.001277971020655193 0.0011818738660636539 0.0011011789300053787 0.0014794969513535492 0.0011152346252799655 0.0010013713494982403 0.0010068481621017585 0.001001378171693954 0.0014537565899142714 0.0010567534121502262
leaf_count=161 309 103 121 331 200 791 374 140 150 371 859
internal_value=0 -0.000764005 -0.00172092 -0.000677986 0.000577125 -0.00129439 0.000312615 -0.00175467 0.00426933 0.00103229 0.00346276
internal_weight=0 0.012062 0.0106745 0.00949261 0.00839143 0.00691194 0.0057967 0.00451873 0.00201582 0.00351188 0.00251051
internal_count=3910 3451 3290 3169 2838 2638 1847 1744 459 1604 1230
is_linear=0
shrinkage=0.0350099


Tree=3081
num_leaves=11
num_cat=0
split_feature=4 3 49 52 0 0 4 3 42 3
split_gain=3.31033e-05 5.43451e-05 4.17678e-05 8.10426e-05 6.42676e-05 6.91977e-05 6.90084e-05 0.000114079 9.49967e-05 9.46991e-05
threshold=0.27020000000000005 0.11265500000000002 0.092185000000000017 0.11401500000000002 0.076335000000000014 -0.053834999999999994 -0.083329999999999987 -0.078884999999999997 0.08110500000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 9 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=0.0070667505134569134 0.0094547686554524273 -0.0016175868451955562 0.0059763834784331551 -0.01024266800076417 0.005863478592023766 -0.0093944495409842843 -0.01044942544957536 -0.0084739957294381919 0.0094976298339870605 0.0031796006750144361
leaf_weight=0.0012275220251469869 0.0010497983967863757 0.0010391763314351885 0.0010000328799532948 0.0010876601997357937 0.0016267296173263978 0.0011543939756601335 0.001394451853542129 0.0015023442377623221 0.0011104474553395305 0.0018127121013374603
leaf_count=491 319 153 474 457 164 228 1007 246 258 113
internal_value=0 0.00394674 -0.000737455 -0.00135251 -0.000368696 -0.00160476 -0.000328794 -0.00188863 0.000808826 -0.00210167
internal_weight=0 0.00208897 0.0119163 0.0109163 0.0098286 0.00820187 0.00704748 0.00581996 0.0044255 0.00331506
internal_count=3910 472 3438 2964 2507 2343 2115 1624 617 359
is_linear=0
shrinkage=0.0343234


Tree=3082
num_leaves=14
num_cat=0
split_feature=403 124 123 133 4 47 13 0 15 51 13 15 12
split_gain=0.000172672 0.000101841 0.000127543 0.000157824 0.000143151 0.000126596 0.000127316 0.000228524 0.000188225 0.00018841 7.76977e-05 6.13463e-05 5.7022e-05
threshold=0.088015000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.07712999999999999 -0.23071499999999998 0.09252500000000001 -0.0038299999999999996 -0.07773999999999999 1.0000000180025095e-35 0.08955500000000001 -0.083514999999999992 -0.10192499999999999 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 10 8 9 11 12 -8 -6
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.00062268688046057978 -0.0007467169073406009 0.00061898674291844375 0.00062386511572151237 -0.00057076110310918431 -0.00035208683764712618 -0.00046855426169128245 0.00019350802244026458 0.001008499535544725 -0.00064296984148497411 -0.00041935100052616124 -0.00064773387846630973 0.00077586201270094511 0.00024063284820439174
leaf_weight=0.0011780773813804346 0.0010278986676953905 0.0010446474624674308 0.0011167390887762063 0.0019337474053455041 0.001049140688658514 0.0018227248666839091 0.0011109331201188677 0.0011204009098431458 0.001047537226696196 0.0010329684143021087 0.0010314048706070952 0.0015237499966212625 0.0012797036687617527
leaf_count=426 343 98 269 248 402 279 58 223 188 50 877 137 312
internal_value=0 4.97195e-05 1.07165e-05 -3.77413e-05 -9.78105e-05 -1.48081e-05 7.51297e-05 0.000243404 6.16058e-05 0.000262843 -0.000217105 0.000530308 -2.63864e-05
internal_weight=0 0.0162918 0.0152471 0.0141304 0.0129523 0.0110186 0.00919584 0.00583559 0.00471519 0.00366765 0.00336025 0.00263468 0.00232884
internal_count=3910 3567 3469 3200 2774 2526 2247 656 433 245 1591 195 714
is_linear=0
shrinkage=0.00188464


Tree=3083
num_leaves=15
num_cat=0
split_feature=124 403 484 52 3 2 47 4 52 0 0 2 43 51
split_gain=0.000257866 0.000144954 0.000129283 0.000145239 0.000122171 0.000168136 0.000131531 0.000146729 9.7383e-05 0.000101483 0.000173243 0.000170973 0.000110066 0.000109924
threshold=0.08919500000000001 0.088015000000000024 -0.0043499999999999988 0.11262000000000001 0.12046500000000002 0.113945 0.10933000000000002 0.26450500000000005 0.086635000000000004 -0.11287999999999999 -0.07773999999999999 0.08400500000000001 -0.083899999999999988 0.084305000000000019
decision_type=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 13 11 -11 -12 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 12 -13 -14 -15
leaf_value=-0.00062338265285038748 0.00092036094109643695 -0.00074838481890126954 0.00065582673907185654 -0.00048476004353722524 0.00017720298584475948 -0.00086243980041474403 -0.00044321771448527724 0.00092189304529527178 0.00066166464281110378 -0.0010677874342584818 0.0007401350888987801 2.7189950031950739e-05 -9.9018715464146281e-05 -0.00011828775771138271
leaf_weight=0.0012368505209179445 0.0010252332669408856 0.0010962769030913129 0.0018016079517576044 0.0018253664147207015 0.0012333750378672051 0.0010766499949448199 0.0011227877012456823 0.001073772957598417 0.0012621419264778264 0.0010122189164657744 0.0010100611232826927 0.0010992026738741185 0.0013490573235577022 0.0010867546072981238
leaf_count=582 76 341 159 494 67 125 104 245 358 283 141 477 400 58
internal_value=0 -7.19014e-05 -2.60941e-05 2.33112e-05 9.39573e-05 -0.000307351 0.000179654 0.000251791 0.000168328 8.37143e-05 -9.77393e-05 -0.000497744 0.000260267 0.000364564
internal_weight=0 0.0172861 0.0161898 0.014953 0.0131276 0.00231003 0.0108176 0.00969482 0.00862104 0.0073589 0.00447054 0.00211142 0.00235912 0.00288836
internal_count=3910 3834 3493 2911 2417 192 2225 2121 1876 1518 1301 760 541 217
is_linear=0
shrinkage=0.00192234


Tree=3084
num_leaves=10
num_cat=0
split_feature=39 42 403 2 13 160 16 13 39
split_gain=3.23756e-05 6.30116e-05 6.06292e-05 9.35302e-05 0.000106627 0.000183824 9.46716e-05 4.88102e-05 3.4669e-05
threshold=0.005105000000000001 0.091955000000000023 0.03138500000000001 0.088820000000000024 -0.091849999999999987 0.088785000000000017 -0.095109999999999986 -1.0000000180025095e-35 0.10519000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1 -2
right_child=8 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.010865241104394482 0.0086438221481545362 -0.0072903734002716103 0.0073620688036566814 0.0086592834545805731 0.0014850931363574683 0.011241644354121545 -0.01112293344967473 -0.0020704434197400118 -0.000535492848786021
leaf_weight=0.0012757368368021592 0.0010112018160803489 0.0015603529071221726 0.0012887317532669059 0.001916287785836422 0.0012649195252637489 0.0010490520428486048 0.0017260786190700711 0.0019645515738547373 0.0010060751771160522
leaf_count=974 309 669 349 200 204 143 581 331 150
internal_value=0 -0.000726424 0.000250374 -0.000746194 0.00185789 -0.00136817 -0.00579089 -0.00553305 0.00406583
internal_weight=0 0.0120457 0.0104854 0.00919663 0.00595634 0.00404005 0.002991 0.00324029 0.00201728
internal_count=3910 3451 2782 2433 1128 928 785 1305 459
is_linear=0
shrinkage=0.0350099


Tree=3085
num_leaves=14
num_cat=0
split_feature=124 4 14 157 48 14 2 1 2 12 4 2 2
split_gain=0.0001597 0.000173345 0.000130707 0.000175762 0.000143876 0.000192773 0.000201638 0.000296504 0.00020409 0.000138142 0.000135917 0.000111732 4.96376e-05
threshold=0.08919500000000001 -0.49837999999999999 0.018455000000000003 -0.073574999999999988 0.12675000000000003 -0.13131999999999996 0.086875000000000022 0.10617500000000001 0.10869000000000002 0.10106500000000002 -0.0025899999999999994 0.099015000000000006 0.09116500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 9 8 11 10 -7 12 -8
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00071075260893828222 0.00068094215782715784 0.00063874297252292296 -0.00061623430843281413 -0.00067693617372890404 -0.00064854635991427683 3.8655659997616739e-06 0.00036601059869392739 0.0010991418112002119 -0.00053839681713619564 0.00036232937462194929 -0.00066827577170336773 0.00077183340881159307 -0.00010382091786144109
leaf_weight=0.0011590835700998328 0.0010046165935322119 0.0014117524403443544 0.0010146846668818319 0.0010982551162153813 0.0010580169318139378 0.0019050125402680258 0.0013667845660703367 0.0012188786912185976 0.0011389344835684694 0.0011910444224497718 0.0018905554502802987 0.0011826951216404894 0.0014741785383795445
leaf_count=173 76 440 158 116 107 915 437 224 267 125 288 219 365
internal_value=0 -4.76278e-05 5.58984e-07 4.24608e-05 -1.97826e-05 3.35805e-05 0.000102223 0.000311303 0.000125296 -0.000165342 -0.000330925 0.00031316 0.000122215
internal_weight=0 0.0171099 0.0159508 0.0149361 0.0135244 0.0124663 0.0113681 0.00638147 0.00516259 0.00498661 0.00379557 0.00402366 0.00284096
internal_count=3910 3834 3661 3503 3063 2956 2840 1512 1288 1328 1203 1021 802
is_linear=0
shrinkage=0.00177594


Tree=3086
num_leaves=14
num_cat=0
split_feature=403 453 4 16 0 2 49 12 156 52 51 15 52
split_gain=0.000165427 0.000108471 0.000138349 7.22919e-05 6.26911e-05 0.000114385 0.000101059 0.000227552 0.000110261 9.98997e-05 0.000151338 0.000110308 0.000137045
threshold=0.088015000000000024 1.0000000180025095e-35 0.27020000000000005 -0.27337499999999998 0.059810000000000009 0.106285 -0.091004999999999989 -0.036459999999999992 0.083950000000000011 0.091210000000000013 0.08955500000000001 1.0000000180025095e-35 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 -8 9 10 11 12 -9
right_child=-2 -3 3 -5 5 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00054779158681406745 -0.00076452752353918432 -0.00057840279905361277 0.00084343135116255906 0.00013682409027216132 -0.0001290966382783738 0.00077510135372005286 -0.00077742389948704806 0.00082384507552088807 -0.00045259180957729232 0.00067805995763246655 -0.00057804958833702913 -0.00013989333952800701 -1.296426942409707e-05
leaf_weight=0.001424301098280613 0.0010603642622504716 0.0010408633199580622 0.0012359661448472666 0.001012829830006881 0.001119597166540638 0.0010352982356829354 0.0012273163036009517 0.0017814279752148623 0.001101360575777784 0.0014287432932959618 0.0010417577095924125 0.0018051349148233489 0.0013026382746136574
leaf_count=183 343 98 305 118 108 88 218 300 354 577 189 710 319
internal_value=0 3.43584e-05 7.54634e-05 0.000525184 -7.62352e-07 0.000305316 -6.01151e-05 1.15789e-05 0.000126027 0.000212616 0.000100493 0.000245072 0.000470396
internal_weight=0 0.0165572 0.0155164 0.0022488 0.0132676 0.0021549 0.0111127 0.00968838 0.00846106 0.0073597 0.00593096 0.0048892 0.00308407
internal_count=3910 3567 3469 423 3046 196 2850 2667 2449 2095 1518 1329 619
is_linear=0
shrinkage=0.00196078


Tree=3087
num_leaves=14
num_cat=0
split_feature=124 12 484 3 3 4 4 4 4 47 3 1 15
split_gain=0.000186168 0.000158729 0.000146502 9.74279e-05 0.000109724 0.000171245 0.000123895 0.000188128 0.000156923 0.000155847 0.000210385 0.000121073 9.45415e-05
threshold=0.08919500000000001 0.10852500000000001 -0.0043499999999999988 -0.115685 -0.078884999999999997 -0.083329999999999987 -1.0000000180025095e-35 -0.034289999999999994 0.015635000000000003 0.09252500000000001 0.12046500000000002 0.088495000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 -5 7 11 -8 10 -10 -6 -4
right_child=-2 -3 3 4 6 -7 8 -9 9 -11 -12 -13 -14
leaf_value=-0.00068387753345223372 0.00079831583285317137 -0.00070571786647533009 0.00084013530697780732 0.00017173022570267808 0.00036869299076984111 -0.00085113549796949272 -0.00082053435133349717 0.00092615882476367842 0.00070412320868700753 -0.00051109077577588457 -0.00031965767020423027 -0.00048684022162391263 9.5891175785703018e-05
leaf_weight=0.0011334739907006728 0.0010328339126101814 0.0013442953478849757 0.001056366627593315 0.0011442796072262675 0.0015934019622315179 0.0013981754785835586 0.0010107506638445439 0.001351147337481479 0.0018373335757923153 0.0014018994928017493 0.0013306023651283357 0.0010583931287074418 0.0017324040253746099
leaf_count=563 76 312 130 348 205 1016 133 172 280 111 115 242 207
internal_value=0 -5.85116e-05 -4.29769e-06 4.73482e-05 -2.86514e-05 -0.000390776 6.74181e-05 0.000330653 -0.0001214 3.3234e-05 0.000274113 2.72298e-05 0.000377806
internal_weight=0 0.0173925 0.0160482 0.0149148 0.012126 0.00254246 0.00958353 0.00400294 0.00558059 0.00456984 0.00316794 0.0026518 0.00278877
internal_count=3910 3834 3522 2959 2622 1364 1258 619 639 506 395 447 337
is_linear=0
shrinkage=0.00196078


Tree=3088
num_leaves=12
num_cat=0
split_feature=1 0 159 13 52 1 4 0 16 150 13
split_gain=3.62272e-05 0.000111512 7.73504e-05 7.48955e-05 5.74197e-05 0.000122328 8.03295e-05 7.28416e-05 7.91158e-05 3.82039e-05 3.40847e-05
threshold=0.076710000000000014 -0.084074999999999997 0.073745000000000019 0.083175000000000013 -0.0066199999999999991 0.095825000000000007 -0.0040999999999999986 -0.10303999999999998 -0.45301499999999995 0.085845000000000019 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 6 -6 -2 8 -7 -8 -3
right_child=2 3 -4 -5 5 7 9 -9 -10 -11 -12
leaf_value=-0.010305755255635396 -0.010026338733241082 0.00090951528847677768 0.0080623509119365621 0.007184597475367014 0.0081849104803155756 -0.0037550706228228767 0.0042870314734537347 -0.0069379210462372307 0.0075100639653118383 -0.0038330208753288553 -0.0063151999897847278
leaf_weight=0.0011444415079597046 0.0010386258067249981 0.0012463222724952185 0.001209786787316266 0.0010341560883055101 0.0018081823138417484 0.0011033834027016683 0.0010171754447789736 0.0013166334390305634 0.0011233296145093359 0.0010527637005868229 0.0010955419766221822
leaf_count=1009 370 125 380 135 451 139 95 323 88 56 739
internal_value=0 -0.0022452 0.000995216 0.000487253 -1.53793e-05 0.0018608 -0.0032453 -0.00136642 0.00192795 0.000157202 -0.00247026
internal_weight=0 0.00452046 0.00966988 0.00337602 0.00846009 0.00535153 0.00310856 0.00354335 0.00222671 0.00206994 0.00234186
internal_count=3910 2008 1902 999 1522 1001 521 550 227 151 864
is_linear=0
shrinkage=0.0298806


Tree=3089
num_leaves=11
num_cat=0
split_feature=49 457 151 4 42 2 3 52 0 15
split_gain=3.39902e-05 9.80242e-05 6.55969e-05 0.000103071 0.000102492 0.000121015 5.80916e-05 9.57509e-05 6.24383e-05 8.7502e-05
threshold=-0.047894999999999993 0.084715000000000013 -0.03268999999999999 0.40359500000000004 0.091955000000000023 0.11339500000000001 -0.078884999999999997 0.048490000000000012 -0.032484999999999993 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4 9 -8
right_child=2 -3 3 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.0023612419910433958 -0.011242062627785127 0.014310934584889254 -0.012086741382635808 0.012821509393177102 -0.014085820790399512 -0.01433062677169389 3.8571268826004087e-05 0.006632730820367169 -0.0015443331116072653 0.017643367792290813
leaf_weight=0.0019209656319817007 0.0012472245745572359 0.0012372511154799641 0.0012059786603066079 0.0011778429505033888 0.001231175072133708 0.0010326122371072943 0.00100834790715952 0.0011289572272474326 0.0014286598585282221 0.0014968143919290577
leaf_count=357 388 148 725 300 625 175 231 639 105 217
internal_value=0 0.00417019 -0.00126913 1.18186e-05 -0.00175645 0.000322563 0.00273629 -0.00303575 0.00616231 0.0105573
internal_weight=0 0.00315822 0.0109576 0.00971039 0.00853255 0.00730137 0.00626876 0.00233494 0.00393382 0.00250516
internal_count=3910 505 3405 3017 2717 2092 1917 1364 553 448
is_linear=0
shrinkage=0.0461948


Tree=3090
num_leaves=11
num_cat=0
split_feature=43 43 0 3 4 13 2 0 16 4
split_gain=3.76732e-05 0.000110675 0.000124512 9.70512e-05 6.44391e-05 7.29062e-05 0.000184077 0.000183754 6.92616e-05 6.35679e-05
threshold=-0.053009999999999995 -0.079804999999999987 -0.017269999999999997 -0.082139999999999977 -0.23071499999999998 -0.0041499999999999983 0.091250000000000012 -0.10462499999999998 -0.0090499999999999973 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 8 9 -7
right_child=4 -3 -4 -5 5 7 -8 -9 -10 -11
leaf_value=0.0010205286530672595 -0.0077064157329490819 0.012739515902165623 0.0089252460433086045 -0.012101995946765464 -0.014819026266173985 0.00082757959451341598 0.0042703583660281662 0.014067071770380928 0.0061200640457851176 -0.010355452306603211
leaf_weight=0.0017312082498497439 0.0016307784701685094 0.0010095093327827272 0.0012749100191065139 0.001149450311764881 0.0011878649425617711 0.0012574078110852149 0.0012932236518098071 0.0012488253911231021 0.0010191199545139806 0.0012348692536983674
leaf_count=741 236 494 145 418 835 91 463 317 50 120
internal_value=0 0.00234181 -0.000184093 -0.00421567 -0.00141912 -3.19033e-06 -0.00486902 0.00253294 -0.00156916 -0.00471337
internal_weight=0 0.00516508 0.00415557 0.00288066 0.00887209 0.00724131 0.00248109 0.00476022 0.0035114 0.00249228
internal_count=3910 1798 1304 1159 2112 1876 1298 578 261 211
is_linear=0
shrinkage=0.0350099


Tree=3091
num_leaves=18
num_cat=0
split_feature=124 12 14 43 16 157 2 13 4 15 3 15 43 0 48 4 16
split_gain=0.000275337 0.000292122 0.000233365 0.000188812 0.000239413 0.000326902 0.000235649 0.00024482 0.000169062 0.000307212 0.000186934 0.000156936 0.000153788 0.000152259 0.000149666 0.000137229 0.000110288
threshold=0.11158000000000001 0.11655500000000001 0.064610000000000015 -0.15109999999999998 0.15737500000000001 -0.062769999999999979 0.089910000000000004 -0.089899999999999994 0.41452500000000009 -0.091704999999999995 0.099570000000000006 -0.021529999999999997 -0.34918499999999997 -0.089879999999999974 0.089125000000000024 0.05309500000000001 -0.088144999999999987
decision_type=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 13 14 9 -9 -11 -6 -1 15 -8 -7 -15
right_child=-2 -3 -4 4 11 6 7 8 -10 10 -12 -13 -14 16 -16 -17 -18
leaf_value=1.3498979265940414e-05 0.00089056752606008708 -0.0009807150836624221 -0.0008481039271884443 0.00089605983847194741 -7.1690678326837516e-05 -0.00119257750734679 0.0011945576117799285 0.00096514433010854144 -0.00065066925532534993 -0.00059764000510894287 0.00036238860305878802 -0.00096756618966335999 0.00094442904517746528 0.00041171205932974885 0.00021031534548478879 -0.00027669955868336919 -0.00039921127621794284
leaf_weight=0.0010701681918667688 0.0010536947309637132 0.0010690851012027649 0.0010232959646736392 0.0013995286667486803 0.0012379279739360271 0.0010063669319540212 0.0010192538225666193 0.0010682205698701662 0.0011506477799183832 0.001536692928457175 0.0011740200991086081 0.001332040301427387 0.0012773089027708897 0.0010148773513026666 0.0010086582628892962 0.0011505482727071394 0.0012023039145137361
leaf_count=128 40 180 131 382 312 261 144 165 96 390 58 206 110 259 97 132 819
internal_value=0 -5.98092e-05 -7.08135e-06 4.16827e-05 -3.17059e-05 7.00999e-05 -3.19117e-05 0.000175214 -4.27302e-05 0.000142381 -0.000181848 -0.000536032 0.000520037 -0.000361369 0.000705008 -0.000704027 -2.80248e-05
internal_weight=0 0.0197409 0.0186719 0.0176486 0.0153011 0.0127311 0.0113316 0.00695749 0.00492958 0.00377893 0.00271071 0.00256997 0.00234748 0.0043741 0.00202791 0.00215692 0.00221718
internal_count=3910 3870 3690 3559 3321 2803 2421 950 709 613 448 518 238 1471 241 393 1078
is_linear=0
shrinkage=0.00181146


Tree=3092
num_leaves=11
num_cat=0
split_feature=1 123 50 484 42 43 4 2 1 2
split_gain=3.71176e-05 9.03045e-05 9.12017e-05 9.43179e-05 7.42527e-05 8.65448e-05 8.25004e-05 7.22518e-05 8.46518e-05 9.44226e-05
threshold=0.13860500000000003 1.0000000180025095e-35 0.088425000000000017 0.084225000000000008 -1.0000000180025095e-35 -0.15109999999999998 -0.23071499999999998 0.11230000000000001 0.094695000000000015 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.010596393515947437 0.0070762714731976099 0.01040793721224954 -0.012485388034322014 0.0089340671517432677 0.010060400774199695 -0.011787400720480654 -0.0085844367265459007 -0.00703416135638678 0.0092553763879619395 0.0055034439671400332
leaf_weight=0.0012623415799975718 0.0010161626351544032 0.0010268366441924673 0.0010381495354645906 0.0013839485090793397 0.0010116631886690573 0.0010945734849105134 0.0014642617921304191 0.0017128101525025995 0.0016517704380769258 0.0013814812548495863
leaf_count=774 189 286 637 354 91 163 616 233 239 328
internal_value=0 -0.000593978 -0.00153533 -0.000498392 -0.00186118 -0.000535296 -0.00200271 -0.000278147 0.00229478 -0.0017454
internal_weight=0 0.0130278 0.012001 0.0109629 0.0095789 0.00831656 0.0073049 0.00621032 0.00449751 0.00284574
internal_count=3910 3721 3435 2798 2444 1670 1579 1416 1183 944
is_linear=0
shrinkage=0.0386538


Tree=3093
num_leaves=11
num_cat=0
split_feature=2 40 42 16 15 49 457 42 2 12
split_gain=3.9024e-05 9.3765e-05 7.6644e-05 6.8486e-05 8.54584e-05 5.67959e-05 8.46103e-05 7.5028e-05 0.00011674 0.000120733
threshold=0.10946500000000002 -1.0000000180025095e-35 0.091955000000000023 -0.17157499999999998 -0.017214999999999998 -0.00064499999999999985 0.084715000000000013 -0.089024999999999979 0.097360000000000016 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 -5 6 -3 -7 9 -9
right_child=3 2 -4 4 -6 7 -8 8 -10 -11
leaf_value=-0.012276018890270277 -0.0035345556970715602 -0.012310043422109781 -0.0096575758261765055 0.00068907707398241152 0.015347025391370091 0.012518346516577445 0.0039695050110124339 0.0050917209257231614 0.012916620948670196 -0.010394520921294389
leaf_weight=0.0011367478980362023 0.0015211650443073305 0.0010371437909852538 0.0011519270669923089 0.001447167328685499 0.001158004849057689 0.0011975714957354142 0.001028193410388626 0.0016388260886001579 0.0010325166819116129 0.0016180116851672961
leaf_count=266 256 347 533 324 187 319 138 310 221 1009
internal_value=0 -0.0014136 5.00232e-06 0.00324561 0.00720457 0.00147881 -0.00420554 0.00361846 0.00113365 -0.00260191
internal_weight=0 0.00984094 0.00870419 0.00412634 0.00260517 0.00755226 0.00206534 0.00548693 0.00428935 0.00325684
internal_count=3910 3143 2877 767 511 2344 485 1859 1540 1319
is_linear=0
shrinkage=0.0402154


Tree=3094
num_leaves=14
num_cat=0
split_feature=403 484 52 47 1374 43 16 16 13 42 4 52 16
split_gain=0.000135037 0.000125645 0.000120473 0.000182142 0.000121883 7.45561e-05 0.000126185 0.000187495 0.000185929 0.000119351 0.000124962 8.92196e-05 5.64409e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 -0.049459999999999997 -0.15109999999999998 0.15100500000000003 0.0015250000000000001 -0.085414999999999991 0.084100000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 9 -8 10 11 -7 -12
right_child=-2 2 -4 -5 5 6 8 -9 -10 -11 12 -13 -14
leaf_value=-0.00056577411566919092 -0.00067545689011545439 -0.00043812551194036384 -0.00037522407355247592 -0.00060382292728174375 0.0005976190710025751 0.0002057325054839893 0.00032848649594131103 0.00098485152288536881 -0.00080088110633428744 -0.00038035768992563556 -0.00025180016357883179 0.00096391585207369662 0.00033939398323426366
leaf_weight=0.0012381921462278718 0.0010884189572546192 0.0010066030213474785 0.0019553498691222424 0.0011286455723267261 0.001990932495859213 0.0010426997949824273 0.0011093033001361441 0.0012563814273438209 0.0010472332105460839 0.001178141025254131 0.0014034879875081882 0.0012747303363636162 0.0010381715923810379
leaf_count=585 343 81 484 80 218 200 46 169 363 561 229 429 122
internal_value=0 2.34065e-05 7.06806e-05 0.000135379 0.000202946 0.000259846 0.000187924 0.000310197 -0.000219944 0.000167433 0.000303041 0.00062278 -4.29754e-07
internal_weight=0 0.0166699 0.0154317 0.0134763 0.0123477 0.0113411 0.00935015 0.00719361 0.00215654 0.00593723 0.00475909 0.00231743 0.00244166
internal_count=3910 3567 2982 2498 2418 2337 2119 1710 409 1541 980 629 351
is_linear=0
shrinkage=0.00192234


Tree=3095
num_leaves=15
num_cat=0
split_feature=403 52 403 484 50 3 2 42 47 4 4 52 4 3
split_gain=0.00017016 0.000119941 0.000118038 0.00013282 0.000104394 0.000165316 0.000238622 0.000118536 0.000178852 0.000200822 0.00029148 0.000302597 0.000213456 9.92129e-05
threshold=0.088015000000000024 0.28122000000000008 -1.0000000180025095e-35 -0.0043499999999999988 0.076980000000000007 0.12046500000000002 0.113945 -0.097204999999999986 0.09252500000000001 0.022820000000000003 -1.0000000180025095e-35 -0.087094999999999992 -0.15534499999999998 -0.013944999999999997
decision_type=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 10 11 -9 -13 -11
right_child=-2 -3 3 4 -6 6 -8 8 -10 13 -12 12 -14 -15
leaf_value=-0.00055241836101457733 -0.00073415787207345613 -0.00056560862363311856 -0.00054854248870070291 -0.00039540134577776084 0.00071178725653950738 0.00023093320395339175 -0.0009192917317611375 -0.00036200156927871415 -0.00027217446935762582 0.00049683120666532134 -0.00069699838192463167 9.0463873303822491e-05 0.0011302645733556071 0.0012749355232010366
leaf_weight=0.0010171892859592814 0.0011110273806612348 0.0011331920666637517 0.0010113390469332047 0.0010109548700859674 0.0011154773472169819 0.0013447655535913068 0.0012234661645102035 0.0012396854664316987 0.0016810209322966072 0.0012219867145209346 0.0010280568811505512 0.001114644359171748 0.0018907305656262019 0.0011114067352036264
leaf_count=898 343 349 444 112 179 69 132 309 167 206 113 55 386 148
internal_value=0 2.69226e-05 6.88603e-05 0.000111009 0.000158715 0.000110766 -0.000317016 0.000217446 0.000284155 0.000407103 0.000203397 0.000421453 0.00074462 0.000867446
internal_weight=0 0.0171439 0.0160107 0.0149935 0.0139822 0.0128667 0.00256823 0.0102985 0.00928753 0.00760651 0.00527312 0.00424506 0.00300537 0.00233339
internal_count=3910 3567 3218 2320 1876 1697 201 1496 1384 1217 863 750 441 354
is_linear=0
shrinkage=0.00188464


Tree=3096
num_leaves=12
num_cat=0
split_feature=484 3 1 2 13 3 1 0 43 4 42
split_gain=3.49305e-05 5.05471e-05 6.31738e-05 0.000148703 8.32971e-05 7.00219e-05 0.000102286 6.50657e-05 9.06428e-05 5.69998e-05 4.54957e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.10113500000000002 0.105395 -0.077154999999999987 0.12046500000000002 0.11593500000000001 -0.07773999999999999 -0.0037249999999999996 -1.0000000180025095e-35 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 7 -4 6 -6 8 -3 -10 -2
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0063667986104096221 0.010490157624418605 -0.011183417189296224 0.011958336079401118 -0.015561577178979276 0.010979014095602226 -0.0079729593511559064 -0.0037720953265932234 0.0064465591575337423 0.0061092045435833754 -0.0046388450274685569 8.066193288523261e-05
leaf_weight=0.0010700501798582484 0.0011547952340276385 0.0011920997085745353 0.0010059522678268263 0.0010329921456093787 0.0012067688834984168 0.0010193257009709633 0.001290692355745522 0.0013509231456403066 0.0013586200488677827 0.00126336337914417 0.0010761716528208468
leaf_count=627 235 1021 273 274 188 64 192 390 339 180 127
internal_value=0 0.000480662 -0.000557368 -0.00294585 0.00271583 7.20759e-05 0.00335561 -0.00042273 -0.00285579 0.000930418 0.00546884
internal_weight=0 0.0129517 0.0107207 0.006198 0.00452274 0.00351679 0.00249746 0.00516501 0.00381408 0.00262198 0.00223097
internal_count=3910 3283 2921 2204 717 444 380 1930 1540 519 362
is_linear=0
shrinkage=0.0364243


Tree=3097
num_leaves=11
num_cat=0
split_feature=2 4 0 3 16 3 15 52 3 43
split_gain=3.6108e-05 7.89308e-05 7.1656e-05 7.46193e-05 6.93108e-05 0.000103775 8.84222e-05 6.43164e-05 9.41022e-05 5.85605e-05
threshold=0.10946500000000002 -0.37626499999999991 -0.06402999999999999 -0.089974999999999986 -0.110495 -0.078494999999999995 -0.091024999999999981 0.067395000000000024 0.12046500000000002 -0.080569999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 -2 -4
right_child=7 2 9 4 5 6 -8 -9 -10 -11
leaf_value=-0.010686704324346338 0.0062191846777069366 -0.01094141223211441 -0.00012530598248272005 0.007691470243010359 0.0066573408862684322 -0.00042383649903815344 -0.016004259400338141 0.010583735089122111 -0.0089962697394859285 0.013856871784030474
leaf_weight=0.0013300109127940508 0.0015799621574180463 0.0012735848704313818 0.0010156431628819441 0.0014670734371456341 0.0012770502943985065 0.0013025928128641675 0.0011575470258207024 0.0013347305045589659 0.0012059785552507082 0.0010005128318210576
leaf_count=207 400 521 101 366 1126 194 481 210 157 147
internal_value=0 -0.00139491 6.00231e-05 -0.00204186 0.000136031 -0.00282994 -0.00775475 0.00317987 -0.000367284 0.00681332
internal_weight=0 0.00982402 0.008494 0.00647785 0.00520426 0.00373719 0.00246014 0.00412067 0.00278594 0.00201616
internal_count=3910 3143 2936 2688 2167 1801 675 767 557 248
is_linear=0
shrinkage=0.0410197


Tree=3098
num_leaves=15
num_cat=0
split_feature=403 11 453 4 159 3 2 2 150 52 15 0 16 48
split_gain=0.000127327 9.88106e-05 0.00010235 0.000113518 7.22813e-05 9.91956e-05 9.06176e-05 0.000124098 0.000197431 0.000181848 0.000120792 0.000185562 0.000160559 0.000129718
threshold=0.088015000000000024 0.08184000000000001 1.0000000180025095e-35 0.27608500000000008 0.09141500000000001 -0.12008499999999998 0.11835000000000002 0.11125500000000001 0.088380000000000014 0.098910000000000012 -0.017214999999999998 -0.07773999999999999 -0.083564999999999987 0.081315000000000012
decision_type=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 13 12 -12 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0006107304683518152 -0.00065416556531638036 -0.00050135137135496103 -0.00051533276456217254 0.00066250586287165073 -0.00042667782923979302 -0.0003634442790183665 -0.00045705434581708198 0.00072396497198631447 -0.00075353792885253599 -0.00055676843785021205 0.00067585313895298055 0.0010927107562430059 -0.00037239386865621683 0.00048972328221513956
leaf_weight=0.0012895599313901265 0.0010498344451026964 0.0011727673000058612 0.0010046978810517313 0.0012935100345603636 0.0010170160237496827 0.0016744601652532104 0.0011761080334979487 0.0010740795202189785 0.001041052491834402 0.0011627918043760344 0.0011161780883922317 0.0012780035236200642 0.0010459672324235028 0.0010854594707175608
leaf_count=113 343 221 95 337 300 342 178 128 189 453 306 230 420 255
internal_value=0 3.63563e-05 7.76834e-05 0.000119482 6.52866e-05 0.000107178 4.62285e-05 0.00010868 3.00422e-05 0.000140835 0.000271666 0.000511998 0.000168749 -2.78987e-05
internal_weight=0 0.0164317 0.0152589 0.0142542 0.0129607 0.0119437 0.0106541 0.00947799 0.00840391 0.00736286 0.00620007 0.00344015 0.00216215 0.00275992
internal_count=3910 3567 3346 3251 2914 2614 2501 2323 2195 2006 1553 956 726 597
is_linear=0
shrinkage=0.00192234


Tree=3099
num_leaves=14
num_cat=0
split_feature=403 453 4 52 13 39 3 0 4 0 1 2 0
split_gain=0.000125494 9.8846e-05 0.000128311 8.52088e-05 9.77213e-05 0.000121491 0.000115012 0.000204753 0.000164988 7.5685e-05 6.93787e-05 5.26637e-05 3.18057e-05
threshold=0.088015000000000024 1.0000000180025095e-35 0.27608500000000008 -0.27466499999999994 -0.13934999999999997 0.005105000000000001 -0.08348499999999999 -0.10071499999999999 0.0057500000000000008 -0.077944999999999987 0.11235500000000002 0.10679500000000001 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 9 8 -8 -6 -4 -5 -10
right_child=-2 -3 10 4 5 -7 7 -9 12 -11 -12 -13 -14
leaf_value=-0.00042600025268968401 -0.00066303823519887775 -0.0005579380536086477 0.00015027095396181946 -0.00058852391128536529 3.5792962053192189e-05 0.00069832489303706883 -0.00041883952220226874 -0.00065858711961011454 0.00075224976466957568 0.0006318447455669992 0.00086535630906566094 8.8017245300524641e-06 0.00026201791879567704
leaf_weight=0.0015963163630816684 0.0010675277373163585 0.0010293955510902722 0.0010047407245680614 0.0012107757990638757 0.0015986717326512958 0.0013086553574533427 0.0011749443708768477 0.0018091525071037991 0.0010044786480543078 0.0016794532282860689 0.0010848891793535289 0.0010680709411161615 0.001031139328603296
leaf_count=394 343 98 106 95 782 223 101 1078 48 176 290 89 87
internal_value=0 3.05228e-05 6.94251e-05 -6.49859e-07 5.64788e-05 0.000143074 5.55052e-05 -0.000131044 0.000166227 0.000341163 0.000521527 -0.000308564 0.000503924
internal_weight=0 0.0166007 0.0155713 0.0134817 0.0118853 0.0096065 0.00829784 0.00501971 0.00321056 0.00327812 0.00208963 0.00227885 0.00203562
internal_count=3910 3567 3469 3073 2679 2495 2272 1314 236 958 396 184 135
is_linear=0
shrinkage=0.00196078


Tree=3100
num_leaves=13
num_cat=0
split_feature=403 484 52 47 0 4 4 52 43 49 4 3
split_gain=0.000135435 9.69087e-05 0.000109671 0.000180837 0.000103447 0.0001344 0.00011749 0.00018787 0.000164867 0.000104564 0.000123186 9.35024e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.076335000000000014 0.25367000000000006 -1.0000000180025095e-35 -0.087094999999999992 -0.00084499999999999994 -0.047309999999999998 0.05309500000000001 -0.005644999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9 -8 -11 -7
right_child=-2 2 -4 -5 -6 11 9 8 -10 10 -12 -13
leaf_value=-0.00048996838701026012 -0.0006874268376230151 -0.00028355785075282153 -0.00035885705572373918 -0.00061443978222074634 0.00062739121193847917 0.00096892268547983304 0.00017461097380079777 -5.3977054318337841e-05 0.00086701561205238984 -0.00096043298657209311 -5.0460443416282548e-05 0.00014795301700844975
leaf_weight=0.0012228862287948965 0.0010317885639093685 0.0017556376312411722 0.0019042449031663961 0.0010933493601191771 0.0017980504633273763 0.0010514610146916017 0.0013563023116591189 0.0011785210846729064 0.0018391374081883666 0.0010961855152801098 0.0011028316860237017 0.0010004398955646278
leaf_count=585 343 418 484 80 171 169 95 757 335 139 153 181
internal_value=0 3.06143e-05 7.25625e-05 0.000134462 0.000201696 0.00012796 1.93893e-05 0.000216438 0.00050733 -0.000245164 -0.000504072 0.000568645
internal_weight=0 0.016399 0.0151762 0.0132719 0.0121786 0.0103805 0.00832862 0.0047733 0.00301766 0.00355532 0.00219902 0.0020519
internal_count=3910 3567 2982 2498 2418 2247 1897 1510 1092 387 292 350
is_linear=0
shrinkage=0.00192234


Tree=3101
num_leaves=10
num_cat=0
split_feature=52 376 43 4 47 1 48 160 0
split_gain=3.42356e-05 7.44442e-05 6.63554e-05 9.36467e-05 0.000111237 9.73037e-05 8.35866e-05 0.000124589 4.73671e-05
threshold=-0.27466499999999994 0.048375000000000008 -0.083899999999999988 -0.23071499999999998 0.09252500000000001 0.076710000000000014 0.086065000000000016 -1.0000000180025095e-35 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 -5 7 -7 -2
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.0069857618148696406 -0.00071743688838106924 0.011428354805669522 -0.014955976592514676 -0.008562333543721868 -0.013831213923385594 -0.00066283558131438787 -0.0045246885391830496 0.016424389521384464 0.010868719175012805
leaf_weight=0.0013233058653595352 0.0013554153921575786 0.0011949710619548392 0.0010737449909283799 0.0014789269414163704 0.0011204170236291527 0.0016433780800438683 0.001437641180215157 0.0018724608266651828 0.001552976619669395
leaf_count=425 567 200 132 1187 220 288 139 521 231
internal_value=0 0.000668044 -0.000446677 -0.00244116 -0.000661995 0.00163186 0.00467547 0.00843746 0.00546915
internal_weight=0 0.0127299 0.011535 0.00862657 0.00755282 0.00643241 0.00495348 0.00351584 0.00290839
internal_count=3910 3485 3285 2487 2355 2135 948 809 798
is_linear=0
shrinkage=0.045289


Tree=3102
num_leaves=10
num_cat=0
split_feature=1 52 2 151 13 0 16 16 16
split_gain=3.53796e-05 7.3604e-05 7.47319e-05 9.13319e-05 9.35352e-05 0.000117317 8.43426e-05 8.67666e-05 7.82628e-05
threshold=0.12730000000000002 0.11588000000000002 0.086875000000000022 -0.044604999999999992 -0.091849999999999987 -0.22851499999999997 -0.089864999999999987 -0.022939999999999999 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1 -8 -7
right_child=-2 -3 3 4 5 8 7 -9 -10
leaf_value=-0.011312992438987248 0.0047278483453932797 -0.0087838145893010169 -0.0056199178632846984 0.012511826317213138 0.011956109559424088 -0.010536557828357031 0.006620920391278152 -0.0069447838844322006 0.0025676790196262375
leaf_weight=0.0013510830751385693 0.0018631913000230456 0.0013997292582228925 0.0014488918572414062 0.0015708583549307307 0.0010921609860088397 0.0010275670789493274 0.0013589465690008202 0.0012489157894789498 0.0016222763440519943
leaf_count=304 345 564 364 167 54 593 520 491 508
internal_value=0 -0.000771228 0.000274921 0.00264844 0.00490334 0.00170937 -0.00377898 0.00012425 -0.00251394
internal_weight=0 0.0121204 0.0107207 0.00676175 0.00531286 0.003742 0.00395895 0.00260786 0.00264984
internal_count=3910 3565 3001 1686 1322 1155 1315 1011 1101
is_linear=0
shrinkage=0.0371528


Tree=3103
num_leaves=12
num_cat=0
split_feature=49 3 3 49 42 42 1 15 15 16 1
split_gain=3.69109e-05 9.14621e-05 7.59847e-05 5.37427e-05 7.09016e-05 7.67277e-05 8.58406e-05 0.00010154 9.20866e-05 0.000108931 3.4719e-05
threshold=-0.047894999999999993 -0.082139999999999977 0.094625000000000015 -1.0000000180025095e-35 0.092395000000000019 0.08622500000000001 0.11198000000000001 -0.038029999999999987 0.079360000000000014 0.18126 0.13026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 -5 9 -9 -8
right_child=3 2 -4 4 -6 -7 10 8 -10 -11 -12
leaf_value=0.015235752599797854 -0.011499788307719453 -0.01018094929012996 0.007660615675572963 -0.014030905389076488 -0.0098474543351168807 0.012736176868200503 0.0134434219514518 0.013396948679285915 -0.010553585501282487 -0.0060663985964166346 0.001772979271057067
leaf_weight=0.0010821947894551417 0.0010041908979779622 0.0010327908184781269 0.00100512761841446 0.0014439852919841309 0.0014137159115423402 0.001095254759606863 0.0010313998066811005 0.0014806671756501136 0.0011254823891494459 0.0010478987424871189 0.0011510612365749459
leaf_count=177 306 215 113 538 732 497 111 194 709 157 161
internal_value=0 0.00438226 -0.00138126 -0.00132232 -0.000278324 0.00133682 -0.000378064 -0.00366001 0.000438302 0.00533087 0.00728826
internal_weight=0 0.00312011 0.00203792 0.0107937 0.00978947 0.00837575 0.00728049 0.00509803 0.00365405 0.00252857 0.00218246
internal_count=3910 505 328 3405 3099 2367 1870 1598 1060 351 272
is_linear=0
shrinkage=0.0461948


Tree=3104
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 51 0 2 12
split_gain=3.30494e-05 7.58561e-05 8.31112e-05 9.21104e-05 6.07699e-05 0.000106884 0.000101893 8.68885e-05 0.000146417 3.19907e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -0.077044999999999988 -0.055679999999999993 -0.10386999999999998 -0.19631499999999999 0.11125500000000001 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 9 -9
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0073562672648376003 -0.014880871370693155 0.010661711105001978 0.011108626897677699 0.0014256170817583402 -0.0037043421333795433 0.002233668971809944 -0.014152272932341706 -0.0035158753633932447 0.020584869408899531 0.0066221431520480144
leaf_weight=0.0010388274028088609 0.001363224582365985 0.001224082967008989 0.0010404906091490739 0.0011744858913094207 0.0018416669652731037 0.0012806610367459038 0.0015015795603702349 0.0011184580758394121 0.0011020018959758356 0.001149545583456292
leaf_count=176 882 164 180 1017 143 125 434 298 229 262
internal_value=0 0.000558755 -0.000509922 -0.00733401 0.00140692 0.000144148 -0.00660985 0.00374976 0.00782333 0.00162261
internal_weight=0 0.0127962 0.0115721 0.00253771 0.0090344 0.00799391 0.00278224 0.00521167 0.00337001 0.002268
internal_count=3910 3734 3570 1899 1671 1491 559 932 789 560
is_linear=0
shrinkage=0.0426769


Tree=3105
num_leaves=11
num_cat=0
split_feature=11 48 0 1 15 3 15 3 12 15
split_gain=3.53773e-05 5.51221e-05 0.000141395 0.000135233 4.74232e-05 0.000127262 9.35718e-05 8.17788e-05 0.000112198 0.000116031
threshold=0.080455000000000013 0.016865000000000002 -0.18901999999999997 0.091655000000000014 -0.017214999999999998 0.10666500000000002 -0.094924999999999995 -0.016619999999999996 0.084235000000000018 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 7 -1 8 -6 -10
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11
leaf_value=0.00046948824099524297 -0.0068031091875677364 -0.003308792236041302 0.0014934062766814452 0.020958823584483824 0.011292920171119171 0.010759182652160689 -0.01323520298396105 -0.01111475411580596 -0.013108209769731538 0.0039413084743809427
leaf_weight=0.0017810607855811848 0.0010243897434460631 0.0018577763526682611 0.0010358769637893357 0.0010145583460601513 0.001000672954345192 0.0014096948075260629 0.0011958492656048351 0.0011295655425834199 0.0010614360646501475 0.0012463277919209145
leaf_count=432 241 116 335 273 245 87 647 155 635 744
internal_value=0 0.000517112 0.00426383 0.0111249 -0.00114222 0.000839899 -0.0050358 -0.00231088 0.000694937 -0.00390047
internal_weight=0 0.0127328 0.00390821 0.00205044 0.00882461 0.0058477 0.00297691 0.004438 0.00330844 0.00230776
internal_count=3910 3669 724 608 2945 1866 1079 1779 1624 1379
is_linear=0
shrinkage=0.0378958


Tree=3106
num_leaves=15
num_cat=0
split_feature=403 124 4 484 52 47 0 474 42 4 0 47 15 3
split_gain=0.00021388 0.000170378 0.000170376 0.000168737 0.000162987 0.000220233 0.000128063 9.51274e-05 0.000136144 0.000109115 0.000132987 0.00018562 4.07493e-05 7.01235e-05
threshold=0.088015000000000024 0.08919500000000001 -0.49269499999999994 -0.0043499999999999988 0.10898500000000001 0.11603500000000001 -0.077944999999999987 0.080165000000000014 0.083215000000000011 -1.0000000180025095e-35 -0.230625 0.084695000000000006 0.024640000000000006 -0.078669999999999976
decision_type=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 -5 -11 -12 13 -8
right_child=-2 -3 3 4 -6 -7 12 -9 -10 10 11 -13 -14 -15
leaf_value=-0.00073204250163216487 -0.00079778785848531549 0.00078745517898596901 -0.00062370348659728468 0.00029263088805164063 -0.00042268326687108369 -0.00063919260206365264 0.0003675304300046381 0.00063829911418506011 0.00048678141158324376 0.00024775791584026146 -0.0009722695209290937 6.1010911388419547e-05 0.0002667749420681622 0.0010260448023346378
leaf_weight=0.0010117307519179651 0.001085472734881506 0.0010014570290310448 0.0011687709336437513 0.0016320982702258363 0.0017391542918265878 0.0010238272537116963 0.001071714467630264 0.0010884643788426351 0.0018103771963694287 0.0010986987966428163 0.0013783908961762631 0.001042391356077671 0.0010649233998162311 0.0011385742883753399
leaf_count=182 343 74 559 529 508 97 205 217 405 54 212 63 233 229
internal_value=0 4.77662e-05 2.23414e-06 5.09247e-05 0.000106891 0.00018147 0.000255657 0.000130337 5.09198e-05 -0.000102251 -0.000285371 -0.000527338 0.000563692 0.000706747
internal_weight=0 0.0172706 0.0162691 0.0152574 0.0140886 0.0123495 0.0113256 0.00805042 0.00696196 0.00515158 0.00351948 0.00242078 0.00327521 0.00221029
internal_count=3910 3567 3493 3311 2752 2244 2147 1480 1263 858 329 275 667 434
is_linear=0
shrinkage=0.00184769


Tree=3107
num_leaves=15
num_cat=0
split_feature=403 484 156 42 43 160 15 4 1 3 52 2 3 4
split_gain=0.000157015 0.000106079 7.41578e-05 0.000102662 0.000147198 0.0001012 9.54675e-05 0.000171699 0.000230951 0.000166217 0.000147032 0.000125499 0.00015205 3.19868e-06
threshold=0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.15648499999999999 -0.092169999999999988 1.0000000180025095e-35 -0.00072999999999999985 0.085990000000000011 -0.082139999999999977 -0.082554999999999976 0.089910000000000004 0.11818000000000002 -0.37626499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 13 -8 -9 -12 -13 -7
right_child=-2 2 -4 4 5 6 9 10 -10 -11 11 12 -14 -15
leaf_value=-0.0004976776252002816 -0.00070912256796503532 -0.00043499292408874719 -0.00039845608955009504 0.00068014983890718299 -0.0004576561805068545 0.00024928740403713947 0.00036022948407844388 0.00063205321379574059 0.0011880435802318124 -0.00060685939231453303 -0.00064118709685714436 0.00050560901589148145 -0.00044964985437260483 0.00010201973291610803
leaf_weight=0.0011898852278823353 0.00103381027108805 0.0010857880901195193 0.0010493691796469489 0.0016054594554139575 0.0010725715410636509 0.0010086541117107495 0.0010886747557154325 0.0010027928263502328 0.0012451538270603687 0.0013705885367435713 0.0012476237645185993 0.0012952797621854839 0.0010143248434701727 0.0010054233584882357
leaf_count=585 343 172 313 165 410 32 415 124 231 382 205 206 92 235
internal_value=0 3.34656e-05 7.53428e-05 0.000110749 0.000156484 8.24182e-05 0.000138775 0.00023864 0.000562499 -0.000178745 7.16494e-06 -0.000168993 8.60814e-05 0.000175772
internal_weight=0 0.0162816 0.0150917 0.0140423 0.0129565 0.0113511 0.0102785 0.00781925 0.00325923 0.00245926 0.00456002 0.00355723 0.0023096 0.00201408
internal_count=3910 3567 2982 2669 2497 2332 1922 1125 498 797 627 503 298 267
is_linear=0
shrinkage=0.00184769


Tree=3108
num_leaves=11
num_cat=0
split_feature=150 151 151 124 1 16 1 12 13 52
split_gain=3.49827e-05 8.87655e-05 5.9015e-05 6.36216e-05 7.93069e-05 0.00011404 9.4273e-05 6.28302e-05 7.83247e-05 6.50111e-06
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 -0.018779999999999995 0.10398500000000001 -0.067969999999999989 0.088495000000000018 0.086865000000000012 -0.09547499999999999 0.042815000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 9 -9 -5
right_child=1 -3 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.0097789824635120069 0.011716117481493387 -0.0030436212769393268 -0.0095135279853951447 -0.0066550118487937729 0.013907624993375698 -0.0010489727086317167 -0.011639937646505661 0.013560927532402633 -0.00097636617048351272 -0.0020887255913470647
leaf_weight=0.0011177614349484914 0.001283163775140022 0.0013546880652321449 0.0010286158861939421 0.0010045622843606458 0.0015587434767932815 0.0017502240839939731 0.0012398107076354858 0.0010447183457745872 0.0014061857673664765 0.0010124661298583793
leaf_count=322 316 188 201 351 220 268 458 94 1134 358
internal_value=0 0.00413615 -0.00101324 -3.78627e-05 0.00104311 0.00599658 -0.00182858 0.000893984 0.00522028 -0.00436292
internal_weight=0 0.00263785 0.0111631 0.0100453 0.00901671 0.00330897 0.00570774 0.00446793 0.0024509 0.00201703
internal_count=3910 504 3406 3084 2883 488 2395 1937 1228 709
is_linear=0
shrinkage=0.0402154


Tree=3109
num_leaves=14
num_cat=0
split_feature=403 403 52 42 160 474 483 160 15 2 4 0 47
split_gain=0.000184197 0.000147641 0.000143872 0.000128631 0.000151105 0.000227322 0.000296338 0.000162615 0.000199364 0.000179985 0.000237072 0.00015511 0.000112396
threshold=0.088015000000000024 -1.0000000180025095e-35 -0.27466499999999994 -0.088669999999999985 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 0.090735000000000024 -0.095799999999999982 0.10571000000000001 0.0021050000000000005 -0.077944999999999987 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 12 10 11 -10 -6
right_child=-2 2 3 4 7 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00067771186943156451 -0.00077791013997179808 -0.00048896812600187885 0.00063474075329464212 -0.0013125660675362286 0.00023488517686454793 0.00044755351149105389 7.539486101240809e-05 -0.00034117714531696605 -2.8718345555427116e-05 4.9697721245280922e-05 0.0015369948441837336 0.00097326785710227901 -0.0005598793173127131
leaf_weight=0.0010163828426545006 0.0011015935631779007 0.0015022838979471065 0.0016886216587337867 0.001148080753073238 0.0014787963661663395 0.0010746327561458324 0.0011259343722114334 0.0017280334043505074 0.0012115982227356302 0.0018728801867387099 0.0010768764171890715 0.0010796845906840811 0.0011840582528971268
leaf_count=930 343 374 205 407 203 240 254 227 222 183 70 154 98
internal_value=0 3.2958e-05 7.76238e-05 0.000135649 7.07229e-05 -0.000281035 -0.000625344 0.000193015 0.000309806 0.000527426 0.000793068 0.000443432 -0.000118513
internal_weight=0 0.0171879 0.0161715 0.0146692 0.0129806 0.00334865 0.00227402 0.00963193 0.00790389 0.00524104 0.00336816 0.00229128 0.00266285
internal_count=3910 3567 2637 2263 2058 901 661 1157 930 629 446 376 301
is_linear=0
shrinkage=0.00192234


Tree=3110
num_leaves=15
num_cat=0
split_feature=403 403 124 42 484 160 457 2 1 0 4 12 52 1
split_gain=0.000267541 0.000233753 0.000158836 0.000186408 0.000153355 0.000235106 0.000203842 0.000248308 0.000194513 0.000169057 0.000131017 0.000189489 0.000171193 0.00012724
threshold=0.088015000000000024 0.010605000000000002 0.0049200000000000008 -1.0000000180025095e-35 -0.0043499999999999988 -0.082234999999999989 -0.0034949999999999994 0.11230000000000001 0.11235500000000002 -0.23029999999999998 0.080255000000000007 0.095295000000000019 0.071660000000000015 0.083930000000000018
decision_type=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 -8 11 12 13 -11
right_child=-2 -3 -4 4 5 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.00068157691085725923 -0.00090750139206083357 0.00090475224662074432 0.00070400930236243361 -0.00060334002657690166 -0.00058641097418524928 -0.0006405057772935637 0.0010662751520992696 -0.00082660346234751062 0.0001996509416197011 0.00042671948171013407 0.00073410749042880511 -0.00051206876762058197 0.00087182995744012454 -0.00040373606561040131
leaf_weight=0.0015765830058811587 0.0011471424536097568 0.0010259110992258012 0.0010117818605863268 0.0013607014760178551 0.001740340580753212 0.001041959632993983 0.0011462761835767683 0.0012082543047387529 0.0014351952722278848 0.0014591189926178739 0.0017374546552350878 0.0012247958211600365 0.0013829293591590547 0.0011895669274563959
leaf_count=796 343 151 86 521 494 117 42 131 205 177 160 175 183 329
internal_value=0 3.03876e-05 -2.08269e-05 -6.52654e-05 -1.69059e-07 6.03309e-05 0.00015551 0.000232425 -0.000269424 0.000395397 0.000285442 0.00013714 0.000334368 5.37487e-05
internal_weight=0 0.0185409 0.017515 0.0165032 0.0149266 0.0135659 0.0118256 0.0107836 0.00264345 0.00814014 0.00699387 0.00525641 0.00403162 0.00264869
internal_count=3910 3567 3416 3330 2534 2013 1519 1402 336 1066 1024 864 689 506
is_linear=0
shrinkage=0.00188464


Tree=3111
num_leaves=14
num_cat=0
split_feature=403 484 52 47 1374 43 474 2 49 1 133 0 3
split_gain=0.00014622 0.000124103 8.36287e-05 0.000138024 0.000109688 8.85862e-05 0.000135786 0.000129941 0.00012563 0.000131623 0.000165332 8.52906e-05 7.69145e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 -0.049459999999999997 -0.15109999999999998 0.084835000000000008 0.083585000000000007 -0.084114999999999981 0.10871500000000002 0.087035000000000015 -0.098179999999999976 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 11 -9 10 12 -7 -10
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00055605058423484192 -0.00071067470309980679 -0.00042070691293528983 -0.0003010267967590559 -0.00051922097512402193 0.00059070304061079287 3.5476298783359968e-05 0.00076935315551789226 -0.00036853222294937454 0.0011304295670660639 -0.00026396896525264838 -8.9770182037592536e-05 -0.00073019241453676012 0.00049017943035584133
leaf_weight=0.0012200652742140302 0.0010258550417608535 0.0010004333814444032 0.0019065047527480018 0.001099466530427363 0.0019961534493903128 0.0010563545364341634 0.0011195831902595021 0.0011074843906468705 0.0010902405441734523 0.0010453490736632319 0.0012296367240295439 0.0010116029012341892 0.0017145060837144711
leaf_count=585 343 81 484 80 218 79 255 109 391 162 269 462 392
internal_value=0 2.25099e-05 6.84139e-05 0.0001207 0.000177571 0.000230209 0.00015345 6.99196e-05 0.000206618 0.000332012 0.000486436 -0.000339073 0.000739053
internal_weight=0 0.0165974 0.0153773 0.0134708 0.0123713 0.0113709 0.00937476 0.00825517 0.00618722 0.00507973 0.00403438 0.00206796 0.00280475
internal_count=3910 3567 2982 2498 2418 2337 2119 1864 1323 1214 1052 541 783
is_linear=0
shrinkage=0.00188464


Tree=3112
num_leaves=15
num_cat=0
split_feature=403 484 13 0 52 39 48 52 3 0 2 52 2 15
split_gain=0.000186522 0.000158062 0.000167144 0.000155962 0.000108511 0.000130314 0.000198126 0.00014383 0.00012106 0.000150047 0.000114576 0.000101892 9.3888e-05 3.81705e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.49820499999999995 0.13167000000000004 -0.27466499999999994 0.005105000000000001 0.11930500000000001 0.09716000000000001 -0.08348499999999999 -0.10071499999999999 0.083715000000000026 -0.074484999999999982 0.08400500000000001 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 12 10 -10 -12 -6 -14
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 11 -13 13 -15
leaf_value=-0.00061192342010154795 -0.00077203650601967845 -0.00067306019770819374 -0.00042353781833919495 0.00077453036296225698 0.00011705633655406879 0.00069700360955940184 -0.00074900087797060821 -0.00047156749004442105 0.00074585713556260395 -0.00049974132037602405 -0.00045237535146734604 0.00031502789784959443 0.0010112285022910316 0.00049419465588941146
leaf_weight=0.0013016374085398031 0.0011350565376468591 0.0010083076841773961 0.0014415846855894169 0.0012899596952844405 0.0013580730464186844 0.0013518855127713477 0.0010050391612501227 0.0012201927632225227 0.0011650007705057415 0.0013636974124740108 0.001026920110127616 0.0016941766958563365 0.0011068335809851903 0.0010083678117739359
leaf_count=585 343 72 355 77 241 354 69 499 32 567 62 154 240 260
internal_value=0 3.23287e-05 8.46093e-05 0.000135433 7.54397e-05 0.00013392 6.4391e-05 0.000146607 0.000233077 4.88758e-05 0.000241395 2.54161e-05 0.000511495 0.000764746
internal_weight=0 0.0173417 0.01604 0.0150317 0.0137418 0.0123002 0.0109483 0.00994326 0.00872307 0.00524979 0.0038861 0.0027211 0.00347327 0.0021152
internal_count=3910 3567 2982 2910 2833 2478 2124 2055 1556 815 248 216 741 500
is_linear=0
shrinkage=0.00192234


Tree=3113
num_leaves=12
num_cat=0
split_feature=403 484 52 47 4 4 49 52 4 133 52
split_gain=0.00016245 0.000116365 8.5217e-05 0.000149842 9.43917e-05 0.000176864 0.000110512 8.01236e-05 0.000121804 0.000101342 6.34933e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.045004999999999996 0.091210000000000013 -0.034289999999999994 0.058050000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 9 10 -3
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00051934329010334295 -0.00070835659342804709 -0.00048627071172978965 -0.00029068519702948208 -0.00054060194468964686 0.00054794876745307779 0.00014609480995063159 -0.00050682401172674448 0.00072420296625584288 0.00058698896405589391 0.00046242764523010411 0.00010945514393681244
leaf_weight=0.0011553880169767891 0.001030640083735569 0.0012669763748504401 0.0018035551190530548 0.0010071978384066363 0.0019812466903725576 0.0015336015376129497 0.0019101795057963429 0.0011602916892377996 0.0017457423054507266 0.0010671385333741248 0.0010939971135481472
leaf_count=585 343 300 484 80 370 97 290 181 444 304 432
internal_value=0 3.40144e-05 7.78954e-05 0.000129966 0.000187402 0.000114346 -0.000216063 0.000293985 0.000197504 -8.38809e-07 -0.000210231
internal_weight=0 0.0157253 0.0145699 0.0127664 0.0117592 0.00977793 0.00344378 0.00633415 0.00517385 0.00342811 0.00236097
internal_count=3910 3567 2982 2498 2418 2048 387 1661 1480 1036 732
is_linear=0
shrinkage=0.00181146


Tree=3114
num_leaves=14
num_cat=0
split_feature=403 124 484 403 13 48 52 474 160 1 1 43 16
split_gain=0.000193231 0.000158683 0.000144109 0.000152782 0.000210654 0.000162064 0.000125806 0.000193118 0.000275933 0.000126805 0.00025791 0.000133348 0.000155837
threshold=0.088015000000000024 0.0040150000000000003 -0.0043499999999999988 -1.0000000180025095e-35 -0.42334499999999992 0.11930500000000001 -0.27466499999999994 0.084655000000000022 -1.0000000180025095e-35 0.10752500000000002 0.090905000000000014 -0.14839499999999997 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 -8 10 11 -10 -13
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 -12 12 -14
leaf_value=-0.00062712967692860793 -0.00079990987462174234 0.00075771144980675022 -0.00064863803422374102 -0.00067572568536459923 -0.00036436782051842739 -0.00050388346250365441 -0.00053647056974019268 0.0010688569156800806 0.0010653024057092825 0.00077916657770796347 -0.00035791084581136416 0.00064551539234866423 -0.00017015486068951071
leaf_weight=0.0012608083544942061 0.001058164459274708 0.0010018440202135609 0.0010769848636911434 0.0011778435968489388 0.0011664529802231831 0.0011986693252172961 0.0015040323898853286 0.0010165683096339468 0.0010196509794653265 0.0018287011976987197 0.0019335408133308203 0.0018963979615845717 0.001482196748999525
leaf_count=582 343 92 858 88 307 106 449 194 48 260 214 137 232
internal_value=0 2.93589e-05 -1.46999e-05 3.57644e-05 8.75844e-05 0.000156498 0.000223312 0.000287491 0.000205302 0.000342016 0.000215761 0.000467957 0.000287679
internal_weight=0 0.0175637 0.0165618 0.015301 0.0142241 0.0130462 0.0118475 0.0106811 0.00966452 0.00816049 0.00633179 0.00439825 0.00337859
internal_count=3910 3567 3475 2893 2035 1947 1841 1534 1340 891 631 417 369
is_linear=0
shrinkage=0.00188464


Tree=3115
num_leaves=14
num_cat=0
split_feature=403 484 403 3 150 4 4 2 3 0 1 2 1
split_gain=0.000178879 0.00014693 0.000134633 0.0001436 0.000137831 0.000141033 0.000131158 0.000133599 0.000187461 0.00013454 0.00010202 8.23828e-05 7.08764e-05
threshold=0.088015000000000024 -0.0043499999999999988 -1.0000000180025095e-35 0.11265500000000002 0.090480000000000019 -0.23071499999999998 -0.083329999999999987 0.086915000000000006 -0.077894999999999978 -0.066689999999999985 0.085110000000000005 0.113945 0.11649500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8 -10 -9 -5 -13
right_child=-2 2 3 11 -6 6 7 10 9 -11 -12 12 -14
leaf_value=-0.00054497268200634898 -0.00069325273600793135 -0.00053461923325172269 -0.00021863955342360926 0.00010891059586184316 -0.00028886156098462893 0.00086857830033385181 -0.00048984027426551911 0.00021311648988734262 1.2467268485435352e-05 0.00082308793582259814 0.00087757397434000818 -0.00071754716250259365 -7.4083440744272542e-05
leaf_weight=0.0012416370972588428 0.0010995584037810325 0.0010189794575295235 0.0013675718834373152 0.0017434795606395175 0.0013914637648093581 0.0014091335118258065 0.001225397863313861 0.0013004352945513618 0.0015507009045577285 0.0010349313810732851 0.0015184319888247447 0.0010662747000858008 0.0010109323151177574
leaf_count=585 343 862 193 102 257 141 263 496 201 67 230 51 119
internal_value=0 3.15216e-05 7.72953e-05 0.000119948 0.000222595 0.000298252 0.000386184 0.000283655 7.10893e-05 0.000336928 0.000571038 -0.000170156 -0.000404387
internal_weight=0 0.0168794 0.0156377 0.0146188 0.0107981 0.0094066 0.00803903 0.0066299 0.00381103 0.00258563 0.00281887 0.00382069 0.00207721
internal_count=3910 3567 2982 2120 1848 1591 1398 1257 531 268 726 272 170
is_linear=0
shrinkage=0.00174112


Tree=3116
num_leaves=11
num_cat=0
split_feature=11 43 15 4 52 16 151 15 13 0
split_gain=3.63472e-05 5.02126e-05 0.000137947 0.000122985 5.95881e-05 7.51278e-05 9.10827e-05 0.00010126 8.96664e-05 7.87928e-05
threshold=0.081005000000000008 -0.053009999999999995 -0.053579999999999996 -0.084009999999999987 -0.087604999999999988 -0.19424999999999998 -0.0068399999999999989 -0.092059999999999989 -1.0000000180025095e-35 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 9 -7 -8 -9 -6
right_child=-2 4 3 -5 5 6 7 8 -10 -11
leaf_value=0.012059564653728028 -0.0069362606762437594 -0.0088478549765736748 0.0068194354992583495 -0.008353335932571343 -0.013121684003585267 0.011123599115780102 -0.010666857726546929 -0.0031679972497745644 0.010790549002032948 0.0015600669879481308
leaf_weight=0.0017461314525592563 0.0010249044104332682 0.0012746099954320626 0.0014386577341995992 0.0016437559020854541 0.0010759466849959154 0.0013193350019007595 0.0010149406719064712 0.0014028466383511412 0.0012495902484495319 0.0010250668310079402
leaf_count=807 233 284 289 634 149 117 198 846 181 172
internal_value=0 0.000472298 0.00354922 -0.00127173 -0.00130437 5.22053e-05 0.00258468 -0.000487181 0.00340802 -0.00595858
internal_weight=0 0.0131909 0.00482855 0.00308241 0.00836234 0.00708773 0.00498671 0.00366738 0.00265244 0.00210101
internal_count=3910 3677 1730 923 1947 1663 1342 1225 1027 321
is_linear=0
shrinkage=0.0378958


Tree=3117
num_leaves=15
num_cat=0
split_feature=403 484 156 42 160 43 42 3 0 13 4 16 2 3
split_gain=0.000163196 0.000122554 8.34474e-05 0.000115856 0.000141292 0.000166003 0.000132905 0.000140757 0.000131661 0.000185583 7.12163e-05 0.000139613 8.03111e-05 0.000194388
threshold=0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.092169999999999988 -0.074254999999999988 0.078965000000000021 -0.089604999999999976 -0.077944999999999987 -0.083514999999999992 -0.00072999999999999985 0.15100500000000003 0.11462500000000002 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 7 -7 9 -6 11 -9 13 -12
right_child=-2 2 -4 4 5 6 -8 10 -10 -11 12 -13 -14 -15
leaf_value=-0.00057159728612580206 -0.00076558264094161001 -0.00049023084509997495 -0.00043880387953715603 -0.00049087601895906035 0.00080998787115572695 0.00081521898183337972 -0.00057511305272423614 0.00073607155197349451 0.00091667455430148451 -0.00031742276672660987 -0.0005076229273994579 -0.00022366034773408221 -0.00060651047023166935 0.00061774677592001462
leaf_weight=0.0012154337257078004 0.001059751829627714 0.0011196870734888282 0.0011266811488597908 0.0011474501557891649 0.0010738910674418642 0.0010719185695740388 0.00108759559086 0.0012903109885001804 0.0019509365379438079 0.0011761571581772687 0.0011792659631713973 0.0010627228445332093 0.0010041828055377226 0.0011812126954570523
leaf_count=585 343 172 313 428 190 164 487 293 236 314 149 52 117 67
internal_value=0 2.79271e-05 7.50239e-05 0.00011538 0.000166651 0.000229117 6.12464e-05 0.000163182 0.00054389 0.000220662 4.09418e-05 0.000302619 -0.000142059 5.5526e-05
internal_weight=0 0.0166874 0.015472 0.0143453 0.0132256 0.0120782 0.00787721 0.00678961 0.00420098 0.00225005 0.0057177 0.00235303 0.00336466 0.00236048
internal_count=3910 3567 2982 2669 2497 2069 1329 842 740 504 678 345 333 216
is_linear=0
shrinkage=0.00196078


Tree=3118
num_leaves=15
num_cat=0
split_feature=14 403 52 157 48 48 14 3 1 4 16 43 4 47
split_gain=0.000151679 0.000155339 0.000134386 0.000177613 0.000185548 0.000180966 0.000143084 0.000124453 0.000147322 0.000230756 0.00018486 0.000270538 0.000106087 1.11625e-05
threshold=0.020750000000000005 0.088015000000000024 -0.40083499999999994 -0.073574999999999988 0.12675000000000003 0.10417000000000001 -0.13131999999999996 -0.12008499999999998 0.094695000000000015 0.053925000000000008 -0.089559999999999987 -0.083899999999999988 -1.0000000180025095e-35 0.11170500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 10 -10 12 -12 -9 -11
right_child=-2 -3 3 4 -6 -7 7 8 9 13 11 -13 -14 -15
leaf_value=-0.00060546535554131906 -0.00075000036237335074 -0.00067087218829371199 0.00076818301940461201 -0.00059314747854184279 -0.00074644727536138931 0.00091748543826834024 0.00066985211496159154 0.00074309846931313727 0.00095861600907988943 -0.00021405687034288751 0.00020462856305382087 -0.00092451705235947496 -9.5583041013602924e-05 7.7925524754217357e-05
leaf_weight=0.001023446472020466 0.0010038824250675057 0.001125123681163207 0.0015043586736261305 0.0011804320811840937 0.0010192428202494839 0.0010144434492499405 0.0014057944698205429 0.0010276858334260959 0.0014501118997963191 0.0010011574792342776 0.0014135424248542681 0.0019292435406239102 0.0013307022226033069 0.0010124827956261573
leaf_count=370 153 334 384 108 94 113 136 218 288 216 313 911 226 46
internal_value=0 3.37992e-05 8.24022e-05 0.000128447 5.86322e-05 0.000122912 5.43189e-05 0.000126621 4.32961e-05 0.000362236 -0.000150476 -0.000447043 0.000269879 -6.72446e-05
internal_weight=0 0.0174378 0.0163126 0.0152892 0.0137848 0.0127656 0.0117512 0.0105707 0.00916493 0.00346375 0.00570117 0.00334279 0.00235839 0.00201364
internal_count=3910 3757 3423 3053 2669 2575 2462 2354 2218 550 1668 1224 444 262
is_linear=0
shrinkage=0.00196078


Tree=3119
num_leaves=16
num_cat=0
split_feature=147 484 403 403 160 42 13 52 0 12 0 52 15 2 49
split_gain=0.000204295 0.000154838 0.000160314 0.000226137 0.000150224 0.000152858 0.000137407 0.000193767 0.000111786 0.000162111 0.000161003 0.000151652 0.00018037 0.000101634 1.40003e-05
threshold=0.089245000000000005 -0.0043499999999999988 0.088015000000000024 0.010605000000000002 -0.082384999999999986 -1.0000000180025095e-35 -0.48634999999999995 0.048490000000000012 -0.074514999999999984 0.090840000000000018 -0.052874999999999998 -0.081429999999999989 -0.106555 0.098195000000000018 -0.0057999999999999987
decision_type=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 -10 -8 -13 -9 -14
right_child=-2 2 -4 -5 5 6 7 13 10 -11 -12 12 14 -15 -16
leaf_value=-0.00075597366776760028 0.00083618398217265744 -0.00056870496669265372 -0.00073118255929251978 0.00091921819131154719 -0.00047510402611072324 -0.00057007492780121872 0.00065556915783578811 0.00027673322120555169 0.00098318919930725167 -0.00074776086867959222 -5.3000926653066746e-05 0.00052836906821694164 -0.00061525648056562712 0.0010710653436252909 -0.00030220084292660831
leaf_weight=0.0011919773818147459 0.0010029922164189456 0.0017892720619934683 0.0011549813875344856 0.0010187363045530582 0.0019246227778546834 0.0010059475245124882 0.0012096639060290735 0.0012584281102544512 0.0010240669922270441 0.0012039874110674996 0.0013191902269949051 0.0010090350729789642 0.0011998587874343957 0.0012193592295974276 0.0010128562984050619
leaf_count=595 159 556 312 142 700 60 170 219 179 138 287 92 73 84 144
internal_value=0 -7.23676e-05 -2.54026e-05 2.49315e-05 -3.50991e-05 3.62212e-05 0.000122077 0.000188664 3.99181e-05 -0.000109742 0.000399842 6.36037e-05 -0.00015866 0.000667637 -0.000471957
internal_weight=0 0.018542 0.01735 0.016195 0.0151763 0.013387 0.0114624 0.0104564 0.00797866 0.0056354 0.00234326 0.00443141 0.00322175 0.00247779 0.00221272
internal_count=3910 3751 3156 2844 2702 2146 1446 1386 1083 617 466 479 309 303 217
is_linear=0
shrinkage=0.00196078


Tree=3120
num_leaves=14
num_cat=0
split_feature=403 484 52 0 47 474 3 4 2 4 4 16 4
split_gain=0.000179833 0.000109257 0.000103667 0.000136411 0.000249038 0.000139666 0.000136622 0.0001757 0.000149082 0.000135247 0.00011791 0.000110604 3.80978e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 -0.017269999999999997 0.11603500000000001 0.084655000000000022 0.12046500000000002 0.24280000000000004 0.086875000000000022 -0.08100499999999998 -0.49269499999999994 -0.008734999999999998 0.0051950000000000008
decision_type=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 -5 -10 -11
right_child=-2 2 -4 10 -6 -7 -8 -9 11 12 -12 -13 -14
leaf_value=-0.00050347523424760306 -0.00075744883688854227 0.00027648702417579376 -0.00033135245289586988 1.7005616103054401e-05 -0.00083334079371345229 0.00078180318341019032 -0.00049100802983560829 0.00072229435846512993 -3.7444226042164689e-06 -0.0008189801069961362 0.0008383625349165279 0.00075814463225475873 -0.00030190579607986071
leaf_weight=0.0012299320662541606 0.0010777243814307181 0.0010391521268005872 0.0019037476104490315 0.0010061380051467061 0.0010366556113577388 0.0010666560732754135 0.0013535639196637639 0.0015587529066439934 0.0015538395678901598 0.0010101767883477141 0.0016208884465156595 0.0011989996188656506 0.0010143114475021364
leaf_count=585 343 389 484 136 97 222 117 214 478 331 189 245 80
internal_value=0 3.70168e-05 8.02879e-05 0.000138513 4.50755e-05 0.000138039 5.93708e-05 0.000160381 9.7942e-06 -0.000276217 0.000523787 0.000328096 -0.000559915
internal_weight=0 0.0165928 0.0153629 0.0134591 0.0108321 0.00979545 0.0087288 0.00737523 0.00581648 0.00306364 0.00262703 0.00275284 0.00202449
internal_count=3910 3567 2982 2498 2173 2076 1854 1737 1523 800 325 723 411
is_linear=0
shrinkage=0.00188464


Tree=3121
num_leaves=10
num_cat=0
split_feature=484 4 12 16 15 12 49 15 0
split_gain=3.74842e-05 4.72422e-05 5.32915e-05 8.72624e-05 7.56475e-05 9.73571e-05 7.78173e-05 9.52413e-05 0.000104907
threshold=-1.0000000180025095e-35 0.27020000000000005 0.10595000000000002 -0.19424999999999998 0.084050000000000014 -0.036459999999999992 -1.0000000180025095e-35 -0.064869999999999983 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9
right_child=1 -3 -4 4 -6 6 7 8 -10
leaf_value=-0.0070447786768655487 -0.0078128293171842271 0.0063733247031651516 -0.0081304508468476658 -0.007395286366614991 -0.0056625919609958894 -0.00055953277046751526 -0.0010269861928846355 0.02033471112057713 0.0053063394951958923
leaf_weight=0.0011075597345208349 0.0016453917265602516 0.0018374707879355934 0.001247130664516539 0.0010185222546219433 0.0015890982586408801 0.0019931386338182472 0.0010751237248545539 0.0014248726349281799 0.0014638398154750416
leaf_count=627 159 447 278 234 997 293 391 298 186
internal_value=0 0.000504556 -0.000436666 0.000503115 0.00210074 0.00386931 0.00579533 0.00899075 0.0127192
internal_weight=0 0.0132946 0.0114571 0.01021 0.0085646 0.0069755 0.00595697 0.00396384 0.00288871
internal_count=3910 3283 2836 2558 2399 1402 1168 875 484
is_linear=0
shrinkage=0.0394268


Tree=3122
num_leaves=11
num_cat=0
split_feature=39 42 403 2 13 160 16 3 13 1
split_gain=3.80249e-05 6.12169e-05 5.51897e-05 8.88311e-05 9.97786e-05 0.000165743 0.000106726 4.81107e-05 4.07403e-05 4.50086e-05
threshold=0.005105000000000001 0.091955000000000023 0.03138500000000001 0.088820000000000024 -0.091849999999999987 0.088785000000000017 -0.095109999999999986 -0.0045049999999999995 -1.0000000180025095e-35 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 -6 -2 -1 -10
right_child=7 -3 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.010811283445034677 0.010426322665821039 -0.0075712631484097593 0.0073272801595484719 0.0088345717679349945 0.0023480257995200458 0.011200139122706298 -0.011731705852984909 -0.00097803363336886181 -0.0079018791163492086 0.0032057140180467136
leaf_weight=0.0013064378560857515 0.0010047977234704435 0.0016203883193530713 0.0013080972245226924 0.0019290064368411202 0.0012819266297215822 0.0010667270800144256 0.001768067515333583 0.001038157728080348 0.0010142622899661832 0.0010000200895201872
leaf_count=974 281 669 349 200 204 143 581 178 196 135
internal_value=0 -0.000842597 0.00017881 -0.00081953 0.00186197 -0.00140523 -0.00581393 0.00463103 -0.00570149 -0.00238735
internal_weight=0 0.0122949 0.0106745 0.00936645 0.00604573 0.00411672 0.00304999 0.00204296 0.00332072 0.00201428
internal_count=3910 3451 2782 2433 1128 928 785 459 1305 331
is_linear=0
shrinkage=0.0371528


Tree=3123
num_leaves=13
num_cat=0
split_feature=403 484 52 47 4 4 0 16 42 16 15 3
split_gain=0.000159262 0.000141755 8.54819e-05 0.000145737 0.000130333 0.000176323 0.000120353 0.000224794 9.51731e-05 0.000152048 9.20536e-05 9.20091e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.10071499999999999 -0.094359999999999986 0.078965000000000021 0.15100500000000003 0.024640000000000006 -0.005644999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 9 10 -3 -6
right_child=-2 2 -4 -5 11 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00059852857511668797 -0.00074079777158010023 0.00094174830459929886 -0.00030255719468042582 -0.00054273977210355935 0.0010110614073665606 -0.00064422890011189631 -0.00077554222154090459 0.00050508833837256727 -7.3851961051344417e-05 -4.8439881981865093e-05 0.00026089683322220232 0.00021011566669524635
leaf_weight=0.0012308381837135883 0.0010562317670170058 0.0019322191179485136 0.0018957132028440639 0.0010825933349112313 0.0011030828128684536 0.0011388454171279705 0.001079914300940339 0.0014043839559823856 0.0018932668238570913 0.0015831979986782804 0.001183187638610611 0.0010201922114785431
leaf_count=585 343 270 484 80 182 72 249 66 708 214 469 188
internal_value=0 2.91167e-05 7.95542e-05 0.000133528 0.000192865 0.000102788 -0.000237876 -9.57018e-06 0.00029003 0.000436654 0.00068317 0.000626223
internal_weight=0 0.0165474 0.0153166 0.0134209 0.0123383 0.010215 0.00362314 0.00254323 0.00659187 0.0046986 0.00311541 0.00212328
internal_count=3910 3567 2982 2498 2418 2048 387 138 1661 953 739 370
is_linear=0
shrinkage=0.00192234


Tree=3124
num_leaves=17
num_cat=0
split_feature=124 12 14 43 1429 42 159 43 48 52 12 48 13 2 48 2
split_gain=0.000243579 0.000408274 0.000185884 0.000194392 0.000249943 0.000146752 0.000152727 0.000118373 0.000106709 0.000184113 0.000176738 0.000172668 0.000367542 0.000268882 0.000268663 6.10807e-05
threshold=0.10385500000000002 0.11655500000000001 0.054835000000000009 -0.15109999999999998 0.059810000000000009 -1.0000000180025095e-35 0.10276500000000001 -0.34918499999999997 0.12862000000000004 0.10898500000000001 0.097345000000000015 0.016865000000000002 -0.094679999999999986 0.097940000000000013 0.087035000000000015 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 8 -1 9 10 11 12 -7 14 -13 -14
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 -12 13 15 -15 -16 -17
leaf_value=8.5472807356131694e-05 0.00086462414326328593 -0.0011745222204927284 -0.00077525148636053065 -0.00067141161545355207 0.00084274812786970163 0.00059143268257478112 -0.00071477717335808569 0.00091751794611921896 -0.00054109669102206566 -0.00049601719807718775 0.00082828356594159055 0.00076495358994788511 -0.00029245532619045584 0.0011098584033112486 -0.0004533961659678051 -0.00086195984809391924
leaf_weight=0.001082911269278973 0.0010010553031442387 0.0010790558103226265 0.0010110420038153397 0.0013920825796164696 0.0010258481993107383 0.0013432847591082217 0.0010475092576499147 0.0012663698428365946 0.0010448736105831769 0.0016143234681571641 0.0012435317635027541 0.0010274280004849978 0.0011914817498499173 0.0011400712049932718 0.0015502257012665402 0.0013965062110306956
leaf_count=128 49 180 139 764 346 145 226 110 83 391 139 60 321 119 195 515
internal_value=0 -6.99521e-05 -5.096e-06 3.9741e-05 -3.75781e-05 -0.000102124 -3.92236e-05 0.000533983 2.20355e-05 7.80372e-05 0.000182249 7.72207e-05 -0.000192743 0.000362691 3.22263e-05 -0.000599766
internal_weight=0 0.0194565 0.0183775 0.0173664 0.0150172 0.0139913 0.0125992 0.00234928 0.0115517 0.0105069 0.00889253 0.007649 0.00393127 0.00371772 0.00257765 0.00258799
internal_count=3910 3861 3681 3542 3304 2958 2194 238 1968 1885 1494 1355 981 374 255 836
is_linear=0
shrinkage=0.00184769


Tree=3125
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 51 0 2 42
split_gain=3.76608e-05 6.04269e-05 8.57006e-05 8.37252e-05 6.23348e-05 9.05205e-05 0.00011083 7.41196e-05 0.000123532 3.37812e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -0.062769999999999979 -0.055679999999999993 -0.10386999999999998 -0.19631499999999999 0.11125500000000001 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 9 -9
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0085196461165080277 -0.015713697933227647 0.010389995852207665 0.011885527731925439 0.0010784105392953982 -0.0036252955507991725 0.0032550045370577946 -0.015472602306915119 0.0070095015845978133 0.020909481718406387 -0.0042138975539754604
leaf_weight=0.0010874721285898037 0.0014190888419972768 0.0012666393349184133 0.001164192310219741 0.0012311345558243263 0.0019292480724090186 0.0013305759771969107 0.0014841401600802452 0.0013001574377264362 0.0011051518174996148 0.0010984307906596782
leaf_count=176 882 164 216 1017 143 124 400 256 229 303
internal_value=0 0.000599629 -0.000428454 -0.00791309 0.00167909 0.000238413 -0.00661967 0.00379144 0.00787528 0.00186976
internal_weight=0 0.0133288 0.0120621 0.00265022 0.0094119 0.0082477 0.00281472 0.00543299 0.00350374 0.00239859
internal_count=3910 3734 3570 1899 1671 1455 524 931 788 559
is_linear=0
shrinkage=0.0471187


Tree=3126
num_leaves=11
num_cat=0
split_feature=484 159 12 43 2 2 3 1 1 43
split_gain=3.58861e-05 4.27233e-05 4.86306e-05 6.04995e-05 6.33439e-05 0.000129144 0.000102631 8.34529e-05 0.000141651 7.13576e-05
threshold=-1.0000000180025095e-35 0.087360000000000007 0.10700500000000002 -0.15648499999999999 0.10869000000000002 0.11542500000000001 -0.078884999999999997 0.099595000000000017 0.089175000000000018 -0.0020899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 9 8 -8 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.0091734255296827411 0.0097931426847552867 0.0088803578510193576 -0.010657465067543264 -0.017335316243549767 -0.022344476648549737 0.0011361245357119157 0.0099390199975846819 0.01794267472065228 -0.014033924728994647 0.0021538983416125126
leaf_weight=0.0010873471436848208 0.0016656374785145684 0.0015146391120083218 0.0011311104529887319 0.0010299477828502799 0.0010130362722940607 0.0016940170660331138 0.0019688443542849781 0.0012261640710357798 0.001008880618803755 0.0010041428577816094
leaf_count=627 165 412 266 905 127 272 329 228 206 373
internal_value=0 0.000657439 -0.000403282 0.000689826 -0.00100529 -0.00765081 0.00187863 0.00652027 0.00181677 -0.00771433
internal_weight=0 0.0132564 0.0117418 0.0106107 0.00894503 0.00270705 0.00623798 0.00420389 0.00297772 0.00203409
internal_count=3910 3283 2871 2605 2440 399 2041 763 535 1278
is_linear=0
shrinkage=0.0520229


Tree=3127
num_leaves=11
num_cat=0
split_feature=49 3 1 42 403 52 0 16 52 1
split_gain=3.92061e-05 8.40142e-05 0.000172172 6.3389e-05 6.60773e-05 0.00010209 0.000100028 0.000117887 7.69864e-05 0.000139742
threshold=-0.045004999999999996 -0.082139999999999977 0.097070000000000004 0.092395000000000019 0.03138500000000001 -0.074484999999999982 -0.21145499999999998 -0.23935499999999996 0.091210000000000013 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 -8 9 -9
right_child=3 2 -4 -5 -6 6 7 8 -10 -11
leaf_value=0.015842749277725127 -0.011472627334204032 -0.014085558899700337 0.013545433220570703 -0.010921410496119034 0.010676474914783225 0.015349851450792809 0.012499538979821048 -0.025414258493592034 0.0019869057871644527 0.00059506224988481731
leaf_weight=0.0011177031369128672 0.0019918029325619131 0.0011830342961584891 0.0010772785580599673 0.0015445117654152496 0.0012575530076198117 0.0010826617904998708 0.0011685837927964638 0.0010166158211744741 0.0017801188294326101 0.0010498604562072696
leaf_count=184 638 138 207 742 334 91 210 816 415 135
internal_value=0 0.00462875 -0.000916464 -0.00153719 1.34372e-05 -0.00164416 0.00156622 -0.00140935 -0.00563482 -0.0122004
internal_weight=0 0.00337802 0.00226031 0.0108917 0.0093472 0.00808964 0.00609784 0.00501518 0.0038466 0.00206648
internal_count=3910 529 345 3381 2639 2305 1667 1576 1366 951
is_linear=0
shrinkage=0.0500028


Tree=3128
num_leaves=16
num_cat=0
split_feature=14 11 3 43 40 0 0 42 157 0 4 16 52 2 150
split_gain=0.000199941 0.00017222 0.000239707 0.000159346 0.000211609 0.000212623 0.000223648 0.000201255 0.000223851 0.000214094 0.000232126 0.000112872 0.000175282 0.000184803 0.00016331
threshold=0.020750000000000005 0.087830000000000005 -0.15002999999999997 0.19761500000000001 -0.074429999999999982 -0.053834999999999994 -0.017269999999999997 0.091230000000000019 -0.077534999999999979 -0.082994999999999985 0.41452500000000009 -0.19424999999999998 0.081680000000000016 0.086915000000000006 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 -6 10 11 -10 13 -13 -15
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 -12 12 -14 14 -16
leaf_value=0.00090129125349493037 -0.0008528619103734587 -0.00074605474926363747 0.0007792735449045911 -0.0007415181015971731 0.00083548249778119172 -0.0012129299695868929 -7.563609967897771e-05 0.00073501541548702737 -0.00029478881244042931 -0.00087418905582813534 -0.00079262856675124617 -0.00045695821592723788 0.00094136330663431632 0.0010088700803178008 -7.6873375590761747e-05
leaf_weight=0.0012577611795723141 0.0010372967655166909 0.001036997146719453 0.0014378886771484059 0.0010092239497226747 0.0011001366931957688 0.0010396836832698001 0.0018435800451178951 0.0016885655110581979 0.0015480089724612582 0.0011947462135853846 0.0011466777942418117 0.0014207941880963965 0.0012626562518221265 0.0010459440242105182 0.0010852643427745612
leaf_count=134 153 132 275 231 284 168 182 574 165 602 92 281 375 197 65
internal_value=0 3.10376e-05 7.56062e-05 1.3875e-05 6.20831e-05 -9.65001e-06 -0.000485736 0.000109788 2.10664e-06 -0.000103226 1.94349e-05 0.000165785 0.000313868 9.0808e-05 0.000455982
internal_weight=0 0.0191179 0.0180809 0.0168232 0.0158139 0.0143761 0.00288326 0.0114928 0.00980423 0.00870409 0.00750935 0.00636267 0.00481466 0.003552 0.00213121
internal_count=3910 3757 3625 3491 3260 2985 350 2635 2061 1777 1175 1083 918 543 262
is_linear=0
shrinkage=0.00196078


Tree=3129
num_leaves=11
num_cat=0
split_feature=150 151 151 159 4 43 13 4 16 15
split_gain=3.53813e-05 7.31036e-05 5.76522e-05 6.38718e-05 0.000101399 8.77772e-05 0.000110837 0.000109348 0.000105805 0.000108799
threshold=0.083205000000000015 -0.051109999999999996 -0.03268999999999999 -0.034019999999999988 0.27608500000000008 -0.074254999999999988 -0.003375 -1.0000000180025095e-35 0.15737500000000001 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 8 9 -7
right_child=1 -3 3 4 -6 7 -8 -9 -10 -11
leaf_value=-0.010695489252101937 0.012209805844321625 -0.0026385923912937486 -0.010555704191858122 0.013587798909599946 0.014619035016105958 0.01693210786461646 -0.0027208887599821738 -0.013983302570195279 -0.011152028095836722 -0.0035104660639585323
leaf_weight=0.0011698976898227931 0.0013226012353188092 0.0013999516516098503 0.0010725026329887625 0.0016251358625932761 0.001016112178370456 0.0010193199831515093 0.001803053396072396 0.0016375212395709189 0.001082297154086473 0.0011215480683327544
leaf_count=322 316 188 473 462 285 114 317 346 212 875
internal_value=0 0.00457468 -0.00116465 -9.01965e-05 0.00111607 -0.000539225 0.00501026 -0.00445322 0.000388522 0.00622275
internal_weight=0 0.00272255 0.0115474 0.0103775 0.00930499 0.00828888 0.00342819 0.00486069 0.00322317 0.00214087
internal_count=3910 504 3406 3084 2611 2326 779 1547 1201 989
is_linear=0
shrinkage=0.045289


Tree=3130
num_leaves=13
num_cat=0
split_feature=403 11 3 457 156 39 12 52 16 16 1 15
split_gain=0.000153671 0.000113341 0.000113887 9.97544e-05 7.09295e-05 7.48351e-05 8.97708e-05 0.000111751 0.000126083 0.0001111 0.000219515 0.000152592
threshold=0.088015000000000024 0.077330000000000024 -0.12008499999999998 -0.0034949999999999994 0.084330000000000016 0.11146500000000001 0.086935000000000012 -0.082554999999999976 -0.17157499999999998 -0.083564999999999987 0.094385000000000011 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 9 -8 -9 11 -11 -5
right_child=-2 -3 3 4 -6 -7 7 8 -10 10 -12 -13
leaf_value=0.00061285074911003221 -0.00073519330201243501 -0.00047229867810681631 -0.00050055055763452384 0.0001490776427517358 -0.00035270236783390904 -0.00036184424671403522 0.00048632711682900447 0.00022430095347053091 -0.00061257437443738556 -0.00045564165404295408 0.00052302655178009037 0.0010665029982649765
leaf_weight=0.0013436988360959476 0.0010377500527105057 0.0015182589753202835 0.0012103433239574477 0.0013145572580534775 0.0012655937124994342 0.0010422657719973112 0.0010259258882382122 0.0011542342265213183 0.0015703917050614155 0.0015061854658921974 0.001935017968438207 0.0013662836152369003
leaf_count=138 343 272 301 225 386 100 214 93 1025 382 188 243
internal_value=0 2.77991e-05 7.93298e-05 2.57936e-05 7.80952e-05 0.000128047 0.000179765 -5.44321e-05 -0.000258049 0.000323242 9.46718e-05 0.000616641
internal_weight=0 0.0162528 0.0147345 0.0133908 0.0121805 0.0109149 0.0098726 0.00375055 0.00272463 0.00612204 0.0034412 0.00268084
internal_count=3910 3567 3295 3157 2856 2470 2370 1332 1118 1038 570 468
is_linear=0
shrinkage=0.00192234


Tree=3131
num_leaves=14
num_cat=0
split_feature=403 11 484 3 457 160 4 15 2 15 48 4 52
split_gain=0.000174447 0.000105988 8.40268e-05 9.71751e-05 0.000135107 0.000130136 8.68422e-05 0.000139467 0.00011824 0.000165442 0.000113241 8.41341e-05 0.000140442
threshold=0.088015000000000024 0.077330000000000024 -0.0043499999999999988 -0.12008499999999998 -0.0034949999999999994 -0.082109999999999975 -0.0010999999999999996 -0.063364999999999991 0.11635500000000001 -0.017214999999999998 0.086870000000000017 -0.083329999999999987 0.087375000000000008
decision_type=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 -8 12 -9
right_child=-2 -3 3 4 5 6 8 11 -10 -11 -12 -13 -14
leaf_value=-0.00043533450602769094 -0.00076365229960122585 -0.00043829696908063536 0.00062278916718122124 -0.00056758792096048901 -0.00042820199298442907 0.00099859257355875385 -0.00034090349669900607 0.00082722397471997626 -0.00053165016495291921 0.00075063478243113846 0.0003868564648278691 -0.00021856691072395502 -0.00010594665805377115
leaf_weight=0.0010208098035524591 0.0010287433258190848 0.001510844744224883 0.0012648116389867492 0.0010642617587453681 0.001289773746004576 0.0010640287342466117 0.0019030791734809612 0.0013077575949266944 0.0010149498692908652 0.0012879945244638051 0.0012637222746497631 0.0010772917431370803 0.0010193488508699056
leaf_count=552 343 272 123 186 476 236 263 284 219 93 103 644 116
internal_value=0 3.68572e-05 8.61021e-05 0.000125365 7.41824e-05 0.000135014 0.000208108 0.000403024 4.88739e-05 0.000181137 -5.04885e-05 0.000216882 0.000418465
internal_weight=0 0.0160887 0.0145778 0.013557 0.0122922 0.0112279 0.00993817 0.00446843 0.00546975 0.0044548 0.0031668 0.0034044 0.00232711
internal_count=3910 3567 3295 2743 2620 2434 1958 1280 678 459 366 1044 400
is_linear=0
shrinkage=0.00188464


Tree=3132
num_leaves=11
num_cat=0
split_feature=11 3 1 16 13 0 52 15 3 16
split_gain=3.86276e-05 4.27633e-05 5.96742e-05 7.17511e-05 8.24264e-05 0.000110189 0.00016217 5.67402e-05 7.72962e-05 4.96827e-05
threshold=0.081005000000000008 -0.12008499999999998 0.088010000000000019 -0.27337499999999998 -0.0024749999999999993 -0.10071499999999999 -0.074484999999999982 -1.0000000180025095e-35 -0.069909999999999986 -0.066724999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 9 6 -6 -3 -9 -5
right_child=-2 2 3 4 5 -7 -8 8 -10 -11
leaf_value=0.0076451025967789119 -0.0085556428122013327 -0.011905972319064649 -0.0073774291562985796 0.018369921101113396 -0.0083857702289557388 -0.010405159824137868 0.014793302615093276 -0.0099933036145600975 0.0049312508929229403 0.0043511438846031312
leaf_weight=0.0015522302970181574 0.0010221261044964349 0.0014357483562753683 0.0013242895741414056 0.001068103335144189 0.0010143074356800952 0.001294702744685656 0.0015889738897547426 0.0011743110466557721 0.0018070797734175449 0.0010077588112892783
leaf_count=211 233 1022 276 296 45 234 71 913 192 417
internal_value=0 0.000581402 -0.000354512 0.00216012 0.00427442 0.000392211 0.00576212 -0.00450927 -0.000947237 0.0115643
internal_weight=0 0.0132675 0.0117153 0.00729814 0.00597385 0.00389798 0.00260328 0.00441714 0.00298139 0.00207586
internal_count=3910 3677 3466 1339 1063 350 116 2127 1105 713
is_linear=0
shrinkage=0.045289


Tree=3133
num_leaves=13
num_cat=0
split_feature=403 484 52 47 4 4 49 52 4 43 2 3
split_gain=0.000199943 0.000137264 9.88207e-05 0.00016661 0.000121881 0.000163687 0.000140134 8.93194e-05 0.000115738 0.000237512 0.000210815 6.69479e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.045004999999999996 0.091210000000000013 -0.034289999999999994 0.0016850000000000001 0.084235000000000018 -0.005644999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 9 10 -3 -6
right_child=-2 2 -4 -5 11 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00059496163455461672 -0.00083319686893409311 0.00033291896944467224 -0.00033054593498814877 -0.0005852218057842885 0.00099519986311408628 0.00022026020965406015 -0.00055853758008418328 0.00080433042296126412 0.00061664146284656285 0.00078550107879314527 -0.00082469969165159421 0.00028988420858787572
leaf_weight=0.0012084831778703771 0.0010726222729241603 0.0010555178926468815 0.0018653459594758651 0.0010829290560253621 0.0010591611624969819 0.0016171761082033331 0.0019708332866320809 0.0011731223599968366 0.0017596089551851993 0.0010425752869254457 0.0014165038737831539 0.0010115476295144989
leaf_count=585 343 299 484 80 182 97 290 181 444 190 547 188
internal_value=0 4.08397e-05 9.18785e-05 0.000151623 0.000217536 0.000128167 -0.00020752 0.00031498 0.000206136 6.13337e-07 -0.000330413 0.000650651
internal_weight=0 0.0162628 0.0150543 0.013189 0.012106 0.0100353 0.00358801 0.00644733 0.00527421 0.0035146 0.00247202 0.00207071
internal_count=3910 3567 2982 2498 2418 2048 387 1661 1480 1036 846 370
is_linear=0
shrinkage=0.00196078


Tree=3134
num_leaves=16
num_cat=0
split_feature=14 403 52 475 1 14 15 4 43 16 2 3 16 15 3
split_gain=0.000286114 0.000270356 0.000145363 0.000180512 0.000193006 0.000189383 0.000121809 0.000162764 0.000150828 0.000158661 0.000146349 0.000146583 0.000112467 9.16012e-05 9.83977e-05
threshold=0.05884000000000001 0.088015000000000024 -0.40083499999999994 -0.048844999999999993 0.14000500000000002 -1.0000000180025095e-35 -0.14487999999999998 0.26048500000000002 -0.17307499999999998 0.15100500000000003 0.089910000000000004 -0.08348499999999999 -0.057604999999999996 -0.089594999999999994 0.10420500000000001
decision_type=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 -8 10 11 -10 -13 -12 -15
right_child=-2 -3 3 4 -6 6 7 -9 9 -11 13 12 -14 14 -16
leaf_value=-0.00057857191466006942 -0.001014438999916817 -0.00086256078204472906 0.00086947176923547612 -0.00066211568637330662 0.00087204888649124873 0.00071452156562526719 0.00064890833592642872 -0.00065510022927561557 0.00044339135350455474 -0.0004868510951691852 0.00091046965313607746 -0.00079879093085736099 5.6474798202579223e-05 -9.3911265875893366e-05 0.00067880133104014813
leaf_weight=0.0010930342894830058 0.0010028244930009788 0.0011501574370623878 0.0011806727804684674 0.0013286529555740353 0.0010791372132640418 0.0010920270143632603 0.0016593742116883239 0.0011154646446471404 0.0010944556620968715 0.0018284380581346914 0.0010177096818474313 0.0012552745498642572 0.0010380158270104573 0.0014677565101483816 0.00104084453085454
leaf_count=370 141 336 388 96 129 234 135 159 503 145 143 388 264 425 54
internal_value=0 3.99129e-05 9.99439e-05 0.00014573 8.88286e-05 2.81885e-05 0.000100926 4.27475e-05 0.000117583 1.6734e-05 0.000149908 -0.000135432 -0.000411671 0.000424036 0.000226695
internal_weight=0 0.018441 0.0172909 0.0161978 0.0150172 0.013938 0.0126094 0.0115173 0.0104019 0.00874249 0.00691406 0.00338775 0.00229329 0.00352631 0.0025086
internal_count=3910 3769 3433 3063 2675 2546 2450 2216 2057 1922 1777 1155 652 622 479
is_linear=0
shrinkage=0.00192234


Tree=3135
num_leaves=14
num_cat=0
split_feature=124 403 484 52 3 2 47 4 52 3 49 43 0
split_gain=0.000204089 0.000165043 0.000132358 0.000144792 0.000112617 0.000139042 0.000120103 0.000138446 9.04543e-05 0.000133328 0.000147257 9.40596e-05 0.00011935
threshold=0.0049200000000000008 0.088015000000000024 -0.0043499999999999988 0.11262000000000001 0.12046500000000002 0.113945 0.10933000000000002 0.26450500000000005 0.071660000000000015 -0.078669999999999976 -0.053904999999999988 -0.072649999999999978 -0.22851499999999997
decision_type=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 -11 -13
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 11 -12 12 -14
leaf_value=-0.00064073046325430108 0.00082806636250635579 -0.00080558551186531461 0.00025075091588420447 -0.00048232378106929794 0.00015285123503278795 -0.00081587095788164456 -0.00041998808827103018 0.00092772619915898892 0.00057129591776794019 0.00079280199667190136 -0.00070745305188229504 0.000551582489430215 -0.00020347261297525685
leaf_weight=0.0011535119401750961 0.0010054022430201438 0.0010392497130128674 0.0010617358128558498 0.0017482499997712895 0.0012083869304653971 0.0010011579004706693 0.0010642726153591688 0.0010262314179789915 0.001723570516669784 0.0010165970365081847 0.001341553130710567 0.0013550442164813603 0.0018029458956953489
leaf_count=582 91 341 118 492 67 125 104 236 528 173 694 50 309
internal_value=0 -6.39689e-05 -1.42552e-05 3.61043e-05 0.000108028 -0.000286083 0.000191824 0.00026163 0.000179287 7.65709e-05 -0.000284133 0.000284227 0.00012051
internal_weight=0 0.0165425 0.0155033 0.0143497 0.0126015 0.00220954 0.010392 0.00932768 0.00830145 0.00657788 0.00240329 0.00417459 0.00315799
internal_count=3910 3819 3478 2896 2404 192 2212 2108 1872 1344 812 532 359
is_linear=0
shrinkage=0.00192234


Tree=3136
num_leaves=12
num_cat=0
split_feature=403 484 52 47 4 4 49 52 4 52 15
split_gain=0.000168645 9.9774e-05 8.55274e-05 0.000157144 8.81736e-05 0.000155258 0.000117339 9.51819e-05 0.000159187 0.000168942 6.08665e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.045004999999999996 -0.088354999999999989 -0.060264999999999992 0.071660000000000015 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 9 -9 -6
right_child=-2 2 -4 -5 10 6 -8 8 -10 -11 -12
leaf_value=-0.0005163980600426932 -0.00078312458453520361 -5.9810618245912105e-05 -0.00032020240345393395 -0.00057909400940407056 0.00091032037792042049 0.00018026604211732894 -0.00053363860952155065 -0.00029670934430424135 0.0010706365215519599 0.0006023643438917961 0.00023071320728192739
leaf_weight=0.0011880757436908236 0.0010419196345061955 0.0019748289886568531 0.001856764668629632 0.0011034250221361184 0.0010029729880460102 0.0016206422401842668 0.0019504742459351861 0.0013565123499426693 0.0011931871424866016 0.0019711723416407437 0.001023907094639141
leaf_count=585 343 484 484 80 222 97 290 363 320 494 148
internal_value=0 3.0645e-05 7.38185e-05 0.000129255 0.000193885 0.000118759 -0.000209655 0.00029931 0.000456183 0.000235862 0.000567007
internal_weight=0 0.016242 0.0150539 0.0131971 0.0120937 0.0100668 0.00357112 0.0064957 0.00452087 0.00332768 0.00202688
internal_count=3910 3567 2982 2498 2418 2048 387 1661 1177 857 370
is_linear=0
shrinkage=0.00196078


Tree=3137
num_leaves=14
num_cat=0
split_feature=403 147 52 11 3 49 15 13 2 43 1 43 52
split_gain=0.000198997 0.000154199 0.000172176 0.000143208 0.000104245 9.99704e-05 0.000253697 0.000140227 0.000157807 0.000247283 0.000298073 0.00012491 8.20691e-05
threshold=0.088015000000000024 0.088565000000000019 0.18936500000000003 0.08184000000000001 -0.12008499999999998 -0.006494999999999999 -0.033649999999999992 -0.48634999999999995 0.081110000000000015 0.0016850000000000001 0.087545000000000026 -0.074254999999999988 -0.07984999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 12 -7 11 10 -10 -9 -6
right_child=-2 -3 -4 -5 5 7 -8 8 9 -11 -12 -13 -14
leaf_value=0.00056332440539548262 -0.00079382884204305182 0.00076150094110205059 -0.00069596076982813399 -0.00064056459177267062 0.00055373029407049051 -0.00051131500997475088 -0.000844407997412203 0.00025372093392278115 -0.00031612823106129943 0.0012975467893227551 0.00077857326699241934 -0.00052804544107915518 -0.00016143602895400254
leaf_weight=0.0015781608851236197 0.0011378040509900924 0.0010190435602097985 0.0012464983349318821 0.0010427836587704057 0.0011031311323213035 0.0010367872229661004 0.001477349122006171 0.0016735761024418956 0.001843642357360819 0.0010245843800058552 0.0018330266648709603 0.0013764468498644201 0.0012821399034929834
leaf_count=147 343 163 426 203 131 68 229 225 997 290 221 328 139
internal_value=0 3.57719e-05 -9.00013e-06 4.70709e-05 9.74653e-05 3.93498e-05 -0.000218409 0.000152643 0.000241452 0.00046238 0.000229642 -9.90829e-05 0.000169311
internal_weight=0 0.0175372 0.0165181 0.0152716 0.0142288 0.0126507 0.00386262 0.00878806 0.00775128 0.00470125 0.00367667 0.00305002 0.00238527
internal_count=3910 3567 3404 2978 2775 2628 499 2129 2061 1508 1218 553 270
is_linear=0
shrinkage=0.00192234


Tree=3138
num_leaves=12
num_cat=0
split_feature=1 123 50 484 4 47 52 48 13 1 0
split_gain=3.6283e-05 9.65437e-05 0.000128508 7.89374e-05 8.20252e-05 8.09304e-05 8.69348e-05 7.37669e-05 7.17021e-05 3.85581e-05 2.82051e-05
threshold=0.14000500000000002 1.0000000180025095e-35 0.088425000000000017 0.084225000000000008 -0.23071499999999998 1.0000000180025095e-35 -0.089799999999999977 0.087035000000000015 -0.0041499999999999983 0.11052000000000002 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 -7 -10
right_child=-2 -3 -4 -5 5 9 7 -9 10 -11 -12
leaf_value=-0.012247591029602111 0.0089119617429349977 0.013439187081735042 -0.017912250529167544 0.010340260428408023 -0.0088626210643236152 -0.0016834290918900008 0.0010953781153162734 -0.0048074382818213135 0.0095430026953018179 -0.015121095698030032 0.02066814300361933
leaf_weight=0.0015704473853267948 0.0010006929303259379 0.0010602534226080247 0.0011071734219347583 0.0014328436520922591 0.0012487199097925544 0.0010133008746157652 0.0016089106635554257 0.0012390789980700704 0.00117911809941669 0.0010396911374738194 0.0010226118579854948
leaf_count=184 168 295 638 356 339 233 1024 140 130 108 295
internal_value=0 -0.000761852 -0.00197007 -0.000415585 -0.00196886 -3.59981e-05 0.00271916 0.00558316 0.0089618 -0.00848863 0.0147102
internal_weight=0 0.0135221 0.0124619 0.0113547 0.00992188 0.00835143 0.00629844 0.00504972 0.00381064 0.00205299 0.00220173
internal_count=3910 3742 3447 2809 2453 2269 1928 1589 1449 341 425
is_linear=0
shrinkage=0.0490223


Tree=3139
num_leaves=11
num_cat=0
split_feature=150 3 159 11 52 15 2 52 43 16
split_gain=3.53413e-05 7.33097e-05 5.49394e-05 6.24962e-05 8.18926e-05 0.000144871 6.72321e-05 0.0001751 9.54461e-05 6.07169e-05
threshold=0.083205000000000015 0.096385000000000012 0.09141500000000001 1.0000000180025095e-35 -0.015539999999999998 -0.017214999999999998 0.10137500000000001 0.10701500000000001 -0.0037249999999999996 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -6 -10
right_child=1 -3 -4 -5 6 -7 7 -9 9 -11
leaf_value=-0.0018178256418903357 -0.0010828956714989521 0.014219446373829792 -0.010829934429235223 -0.010653736256553343 -0.0056803862111090087 0.020450915441613968 -0.01764911765380214 0.0050059361257212024 -0.00052059046690685533 0.013931930173387305
leaf_weight=0.0013351044114800941 0.0017526816257214953 0.0010134487962030203 0.0010943608790132354 0.00105071888983341 0.0018497736648585123 0.0010871083666363444 0.0014773884228618823 0.0013294081586371874 0.0010184339313090889 0.001438177238758193
leaf_count=458 401 103 418 240 1068 220 220 179 219 384
internal_value=0 0.00452354 -0.00116958 -0.000170923 0.000984194 0.00817656 -0.00146498 -0.0069188 0.00208968 0.00794037
internal_weight=0 0.00276613 0.0116805 0.0105861 0.00953539 0.00242221 0.00711318 0.0028068 0.00430638 0.00245661
internal_count=3910 504 3406 2988 2748 678 2070 399 1671 603
is_linear=0
shrinkage=0.045289


Tree=3140
num_leaves=11
num_cat=0
split_feature=42 43 16 15 133 1 48 51 1 1
split_gain=3.79433e-05 8.29567e-05 8.55992e-05 0.000142024 5.21863e-05 0.000135034 7.13091e-05 7.3226e-05 5.81319e-05 6.98362e-05
threshold=-0.10770999999999999 -0.17307499999999998 0.15737500000000001 -0.0039399999999999991 0.083815000000000014 1.0000000180025095e-35 0.086065000000000016 0.090935000000000016 0.088785000000000017 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 8 -8 -7 -10
right_child=1 2 3 -5 -6 6 7 -9 9 -11
leaf_value=-0.0090241490395995307 0.011605174525638815 -0.013523103207305855 0.0044595643626511895 -0.019594537448599458 0.0097488115896025365 0.015176139401638925 -0.011321271497505656 0.0057153194276608537 -0.0026482852005360528 0.01218677646748751
leaf_weight=0.0010169907018263433 0.0014159384479921983 0.0014449733417966322 0.0010113779087060973 0.00129038496157212 0.0014342241550626003 0.0012281754559499772 0.0013613780245656029 0.0010189193658281925 0.0019793290109832544 0.0011640329619643274
leaf_count=241 175 845 327 208 980 227 156 97 415 239
internal_value=0 0.0006063 -0.00069882 -0.00902534 0.00129117 -0.000188691 0.00266503 -0.00402852 0.00630967 0.00284536
internal_weight=0 0.0133487 0.0119328 0.00230176 0.00963103 0.00819681 0.00675183 0.0023803 0.00437154 0.00314336
internal_count=3910 3669 3494 535 2959 1979 1134 253 881 654
is_linear=0
shrinkage=0.0480611


Tree=3141
num_leaves=15
num_cat=0
split_feature=403 124 47 50 4 1 150 1 12 13 1 43 48 2
split_gain=0.000251003 0.000196881 0.000170752 0.000210188 0.000178749 0.000265921 0.000244035 0.000250205 0.000167824 0.000151093 0.000208899 0.000175107 0.000152902 0.000101149
threshold=0.088015000000000024 0.08919500000000001 0.11926500000000002 0.088425000000000017 0.25367000000000006 0.11198000000000001 -0.081029999999999977 0.11215000000000001 0.098845000000000016 0.083175000000000013 0.094385000000000011 0.0016850000000000001 0.08407000000000002 0.084235000000000018
decision_type=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 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00091382810620628118 -0.00091370536993356805 0.00087296587763058275 -0.00070828740323251665 -0.00073455523484025154 5.8736964133842873e-05 0.0013466798980975032 -0.00023111362320408417 -0.00082243445168998536 -0.00067425909424523702 0.00082561564898132075 0.00068140430861293136 0.00046866014654039584 0.00012952561207387955 -0.0010227958742153971
leaf_weight=0.0010391411674766102 0.0011352631748148675 0.0010215635350864461 0.0012584135243963691 0.0012303574026291996 0.0015244723951857307 0.001034635688477972 0.0011706072581378509 0.0015049169417969037 0.0011082091355068416 0.0010701746839416604 0.0014995948306664921 0.0013414578260901588 0.0015768539013586375 0.0013202563877171578
leaf_count=98 343 74 125 580 159 253 296 170 273 139 206 242 196 756
internal_value=0 3.73812e-05 -1.37969e-05 4.28774e-05 0.000110284 0.000579446 7.05849e-06 -8.19007e-05 4.07386e-05 0.000140046 3.38505e-05 -0.000145672 -0.000348267 -0.000650737
internal_weight=0 0.0177007 0.0166791 0.0154207 0.0141903 0.00255911 0.0116312 0.0105921 0.00908715 0.00797894 0.00690877 0.00540918 0.00406772 0.00249086
internal_count=3910 3567 3493 3368 2788 412 2376 2278 2108 1835 1696 1490 1248 1052
is_linear=0
shrinkage=0.00196078


Tree=3142
num_leaves=12
num_cat=0
split_feature=484 15 12 124 42 151 2 13 4 16 4
split_gain=3.49299e-05 4.64728e-05 0.000132288 6.99642e-05 8.0016e-05 9.04813e-05 0.000131696 0.000107844 9.6289e-05 8.42642e-05 4.47881e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.093125000000000013 -0.044604999999999992 0.099015000000000006 -0.032264999999999995 0.0057500000000000008 -0.062279999999999995 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 -9 -8 -4
right_child=1 2 10 4 -6 6 9 8 -10 -11 -12
leaf_value=-0.0095869869574970543 -0.0098379520361426519 -0.017135233326143289 0.012751699312074139 -0.0063430329434098036 -0.0088950664261989946 -0.012569590822630077 0.031335932219008468 -0.0024513261362908816 0.019426178284794444 0.010769965865649883 -0.0036308678594263416
leaf_weight=0.0010901163273167756 0.0011966467782932354 0.0015046983581924892 0.0010041968801856697 0.0013512701607107189 0.0011852140846879003 0.0010216989365628079 0.0010183468465290463 0.0011947954011148941 0.0012595356128626712 0.0015039651877578782 0.001030603182913075
leaf_count=627 280 420 529 307 268 321 183 216 101 256 402
internal_value=0 0.00069316 -0.00472387 0.00266342 0.00441621 0.00656281 0.00947017 0.00250193 0.00877597 0.0190732 0.00445411
internal_weight=0 0.013271 0.0035395 0.00973147 0.00853483 0.00734961 0.00599834 0.00347603 0.00245433 0.00252231 0.0020348
internal_count=3910 3283 1351 1932 1652 1384 1077 638 317 439 931
is_linear=0
shrinkage=0.0552071


Tree=3143
num_leaves=13
num_cat=0
split_feature=403 484 52 0 47 474 42 16 3 2 4 48
split_gain=0.000185816 9.78084e-05 0.000121993 0.000160069 0.000254182 0.000132439 0.0001233 0.000109858 0.000103407 0.00018445 9.18095e-05 4.95747e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 -0.017269999999999997 0.11603500000000001 0.084655000000000022 0.088235000000000022 0.0032450000000000005 -0.08348499999999999 0.089910000000000004 -0.49269499999999994 0.091875000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10 -5 -11
right_child=-2 2 -4 10 -6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.0004897952152772213 -0.00080470762440205132 0.00045400306370553875 -0.00037677664589395269 0.00013254531555543866 -0.00087541201405440781 0.00079971682544180953 0.0005070756754569167 -0.00058435534145237955 -0.00063426881569548534 0.00049785653674414812 0.0008765974468886756 -6.6714300663095127e-05
leaf_weight=0.0011837850318184998 0.0010177877621439643 0.0016903093758868274 0.0018582652453463999 0.0010171143496463531 0.0010034850320461844 0.0010105137485910418 0.0018237168591232816 0.0011974839095128774 0.0015294209579136916 0.0011977159651592193 0.001541783999620531 0.0011050352408354253
leaf_count=585 343 576 484 136 97 222 503 171 308 225 189 71
internal_value=0 4.21418e-05 8.41922e-05 0.000149499 4.49511e-05 0.000141618 6.37801e-05 -5.65249e-05 5.79288e-05 -0.000116773 0.000580851 0.000226932
internal_weight=0 0.0161586 0.0149748 0.0131166 0.0105577 0.0095542 0.00854368 0.00671997 0.00552248 0.00383217 0.0025589 0.00230275
internal_count=3910 3567 2982 2498 2173 2076 1854 1351 1180 604 325 296
is_linear=0
shrinkage=0.00192234


Tree=3144
num_leaves=16
num_cat=0
split_feature=403 403 484 484 52 52 12 132 4 1374 457 49 15 15 3
split_gain=0.000208183 0.000212345 0.000158807 0.000158416 0.000133933 0.000178716 0.000160244 0.000133069 0.000204669 0.000123607 0.000236048 0.000140039 0.000112441 0.000114708 8.03851e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 -0.0043499999999999988 0.091130000000000017 0.11588000000000002 0.071660000000000015 0.086935000000000012 0.079995000000000011 -0.034289999999999994 -0.049459999999999997 0.082870000000000013 -0.010424999999999999 -0.019749999999999993 -0.106555 -0.046444999999999993
decision_type=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 14 -10 11 -11 13 -13 -4
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=-0.00080459165020483226 -0.00054734994669874818 -0.00076563884369721703 -0.00083791380278617068 -0.00058248826639913716 -0.00029676063230099696 0.0011706197099361881 0.00017767667489007781 0.0008153589507213072 -0.00037105942073018401 -0.00044640265014016923 0.001115564720565236 0.00046665275155277348 0.00087266988202372951 -0.00029166318322533524 -7.2058983527111987e-05
leaf_weight=0.0011346204581754856 0.001301143436855552 0.0011218845986731762 0.0010060915558930857 0.0010157594497521667 0.0017476992615281751 0.0013796324374244903 0.001063665816875517 0.001033947355275836 0.0010568367422745294 0.0011008583462469622 0.0011775588620538003 0.001703627384896619 0.0010372578428032887 0.001299365845943555 0.0010198267117175266
leaf_count=930 517 343 294 247 291 77 93 141 72 163 128 217 100 172 125
internal_value=0 4.43045e-05 9.79342e-05 0.00015161 0.000202591 0.000270356 0.000738352 0.000160781 8.8792e-05 0.000237445 0.000339221 0.000161402 0.000327012 0.000138537 -0.00045239
internal_weight=0 0.0180652 0.0169433 0.0156421 0.0146264 0.0128787 0.0024433 0.0104354 0.00940142 0.00737551 0.00631867 0.00514111 0.00404025 0.00300299 0.00202592
internal_count=3910 2980 2637 2120 1873 1582 170 1412 1271 852 780 652 489 389 419
is_linear=0
shrinkage=0.00192234


Tree=3145
num_leaves=11
num_cat=0
split_feature=47 123 50 1 484 43 457 43 15 16
split_gain=4.05617e-05 8.13803e-05 0.000109745 7.90848e-05 7.81397e-05 8.99159e-05 0.000106288 8.6602e-05 0.000100365 7.26724e-05
threshold=0.13177500000000003 1.0000000180025095e-35 0.088425000000000017 0.12200500000000002 0.084225000000000008 -0.15109999999999998 0.082870000000000013 0.0016850000000000001 -0.063364999999999991 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0087693269832156712 -0.0087497372674032164 0.01271599089165449 -0.014450857751997363 0.011691236167724427 0.0098003450924524955 -0.012227290064249706 0.0057095679178172081 0.0015835398388231779 -0.018237494523476828 0.0048426581977919041
leaf_weight=0.0013424276436365427 0.0010245517026442582 0.001048021770781545 0.0010476964938099407 0.0012342493908977835 0.0013228041910155275 0.0010306485366891579 0.0017681934974044557 0.0016799237227229742 0.0018860137374594552 0.0010156765148951951
leaf_count=215 84 321 632 224 332 163 157 423 1044 315
internal_value=0 0.000600252 -0.000429756 0.000872544 -0.000456679 -0.00201213 -0.00397317 -0.0070238 -0.0107009 -0.00375476
internal_weight=0 0.0133757 0.0123276 0.0112799 0.0100457 0.00872288 0.00738046 0.00561226 0.00393234 0.00204633
internal_count=3910 3826 3505 2873 2649 2317 2102 1945 1522 478
is_linear=0
shrinkage=0.045289


Tree=3146
num_leaves=11
num_cat=0
split_feature=42 160 474 43 3 42 12 0 16 1
split_gain=4.18557e-05 8.27769e-05 8.94348e-05 8.15734e-05 0.000105572 9.95893e-05 7.75099e-05 5.43003e-05 0.000130836 6.4065e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.083760000000000015 -0.074254999999999988 -0.078669999999999976 0.08221500000000001 0.051320000000000005 -0.16443499999999997 -0.062279999999999995 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 7 -1 9 -9 -5
right_child=1 3 -4 5 -6 -7 -8 8 -10 -11
leaf_value=0.0029049323342462564 -0.011732743809800848 0.0025363114437511854 0.0051328354086018569 0.0046647526984143553 0.020850890372376394 -0.011823761056817683 -0.013191788269229825 0.019131840388877004 -0.00045262800589807918 -0.010686567287200386
leaf_weight=0.0011835659696865846 0.0018122271344363479 0.0016389620081579456 0.0010011732457380976 0.0012278871617963372 0.0010650989768494126 0.001131374291903779 0.001274073120506352 0.0011318753701394417 0.0018322809038419721 0.0010214277851182674
leaf_count=167 744 348 296 91 256 645 893 172 232 66
internal_value=0 0.00105395 -0.00573098 0.00316346 0.00975022 0.000356297 -0.00543982 0.00299949 0.00702578 -0.00230638
internal_weight=0 0.0118623 0.0028134 0.00904891 0.00270406 0.00634485 0.00245764 0.00521347 0.00296416 0.00224931
internal_count=3910 2850 1040 1810 604 1206 1060 561 404 157
is_linear=0
shrinkage=0.045289


Tree=3147
num_leaves=10
num_cat=0
split_feature=42 475 43 42 51 15 48 0 12
split_gain=3.41187e-05 8.20178e-05 7.80378e-05 8.41154e-05 6.88004e-05 0.000110082 9.03699e-05 9.04143e-05 6.34183e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.088915000000000008 0.10731500000000001 -0.11399999999999998 0.086125000000000021 -0.098179999999999976 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 -4 7 -7 -1
right_child=1 2 4 -5 -6 6 -8 -9 -10
leaf_value=0.0027756091513269701 -0.010745943961113688 0.017605814249220936 0.014233929795226573 0.0020171107445496302 -0.011758294942830509 0.0091307742130329484 -0.014011713716136586 -0.005517783065910515 -0.01270751926673205
leaf_weight=0.0011831038568147576 0.0012271646567071541 0.0013727997720699634 0.0012568122201553449 0.0019147069233710894 0.0010527321065680606 0.0019239932557096259 0.0010765716593381779 0.0019696353833049806 0.0012637995507053636
leaf_count=167 555 471 207 529 123 187 128 650 893
internal_value=0 0.00101492 0.00238069 0.00852665 -0.0003948 0.0015263 -0.00168707 0.00172064 -0.00522126
internal_weight=0 0.0117944 0.0105673 0.00328751 0.00727974 0.00622701 0.0049702 0.00389363 0.0024469
internal_count=3910 2850 2295 1000 1295 1172 965 837 1060
is_linear=0
shrinkage=0.0480611


Tree=3148
num_leaves=11
num_cat=0
split_feature=2 40 4 13 160 12 12 16 15 2
split_gain=3.2203e-05 9.65862e-05 8.67663e-05 0.000109478 0.000102862 8.65507e-05 9.53628e-05 7.51278e-05 9.05621e-05 5.2431e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.08422499999999998 -0.0019849999999999994 0.087825000000000014 0.086935000000000012 0.09364500000000002 -0.17157499999999998 -0.017214999999999998 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 -7 -2 -9 -4
right_child=7 2 4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.014940310950001623 -0.0051334173156619527 0.0026335306785061504 0.0031745039222198881 -0.020216675926369908 -0.010782843108852891 -0.01274305181377844 0.0062426199272223089 0.00039629854917410539 0.018726396562069557 0.016275145442689695
leaf_weight=0.0011465919520822184 0.0015047069542172111 0.0010096681936496144 0.0012178026299942981 0.001005887723885866 0.0011225635335977147 0.0010247860388444109 0.001674961761627269 0.0014452839635277586 0.0011738319122007051 0.0018486005438634249
leaf_count=266 256 308 162 340 275 717 533 324 187 542
internal_value=0 -0.00154834 0.000176126 -0.00877014 0.0027937 0.0054368 -0.000964072 0.00359621 0.00861146 0.0110723
internal_weight=0 0.0100509 0.00890427 0.00201556 0.00688871 0.00576615 0.00269975 0.00412382 0.00261912 0.0030664
internal_count=3910 3143 2877 648 2229 1954 1250 767 511 704
is_linear=0
shrinkage=0.0490223


Tree=3149
num_leaves=15
num_cat=0
split_feature=14 403 453 16 52 123 12 1 12 1 1 133 2 16
split_gain=0.000287937 0.000163844 0.0001727 0.000197877 0.000129361 0.00014074 0.000236953 0.000238389 0.000184128 0.000136199 0.000224692 0.000112637 0.000138073 7.82978e-05
threshold=0.05884000000000001 0.088015000000000024 1.0000000180025095e-35 -0.50388999999999984 0.28122000000000008 1.0000000180025095e-35 -0.023959999999999995 0.13084000000000004 0.10852500000000001 0.09112000000000002 0.10373000000000002 1.0000000180025095e-35 0.087995000000000004 -0.087734999999999994
decision_type=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 11 -11 12 -8 -14
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 13 -15
leaf_value=0.00072258625493028911 -0.0010283672678539117 -0.00065764375164698518 -0.00064413320577112526 -0.00081524886202181924 -0.00058451326686077582 0.00073567968196898913 2.1505017796607164e-06 0.00085487353989938185 -0.00069125871217936804 -0.00084283845728998392 0.00020833109952127999 -0.00013052033947971183 0.0011336401603798281 0.00045724505248254593
leaf_weight=0.0018142428331791366 0.0010032480367742061 0.0012078994759503218 0.0011596897942438558 0.0010901452843693161 0.001098545676238699 0.0011805951715172765 0.0015987539325098641 0.0014380866688022695 0.0011915364239600415 0.001254635119047616 0.0018736739333027608 0.0017439514937771785 0.0010245331918448189 0.0016524406465155813
leaf_count=222 141 336 97 140 327 253 560 104 174 239 224 778 66 249
internal_value=0 2.78716e-05 7.35667e-05 0.000122638 5.07785e-05 0.000100457 4.21761e-05 0.00012154 1.95434e-05 0.000112126 -0.000213249 0.000281218 0.000449154 0.000716115
internal_weight=0 0.0193287 0.0181208 0.0169611 0.0151469 0.0140484 0.0128678 0.0117776 0.0103395 0.00914799 0.00312831 0.00601968 0.00427573 0.00267697
internal_count=3910 3769 3433 3336 3114 2787 2534 2394 2290 2116 463 1653 875 315
is_linear=0
shrinkage=0.00192234


Tree=3150
num_leaves=16
num_cat=0
split_feature=14 124 50 47 159 52 133 52 4 160 42 1 0 0 4
split_gain=0.00018475 0.000163842 0.000150826 0.000273129 0.000217596 0.000286519 0.00017384 0.000175384 0.000164959 0.000136524 0.000163251 0.000186506 0.000157265 0.000125215 0.00021821
threshold=0.054835000000000009 0.0049200000000000008 0.10119500000000002 0.117025 -0.026594999999999997 0.11262000000000001 0.099765000000000006 0.091210000000000013 -0.23071499999999998 -0.081069999999999989 0.08110500000000001 0.11235500000000002 -0.083934999999999996 -0.230625 -0.0017649999999999999
decision_type=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 13 -12 -11 -15
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 10 12 -13 -14 14 -16
leaf_value=0.00092111090356580372 -0.00080215462287502892 0.00076055095565276192 -0.00069952907046931848 -0.00088020279897515206 -0.00058701017955652926 -0.00093213437052661811 -0.00062209718681722039 0.00092567278141017463 0.00083324396907626704 0.00026372416101742895 0.00081594667582008415 0.00061448288969473809 -9.8078386576489466e-05 6.6501010779432311e-05 -0.00091337213414385506
leaf_weight=0.0010552698277971851 0.0010093206015303951 0.0010187909775662305 0.0010787263517853451 0.0010923146647177908 0.0010957190686209399 0.0010118221015606435 0.001054639916124118 0.0010143930488829842 0.0010297356570173619 0.001207891390465181 0.0017797617251815968 0.0010942727609036234 0.0010709346929391893 0.0015393384625163587 0.0016972679755007331
leaf_count=306 147 90 450 122 198 252 345 166 219 59 350 181 304 501 220
internal_value=0 2.66594e-05 -1.7787e-05 2.89256e-05 9.6706e-05 3.27178e-05 0.000110297 0.000177293 0.000105095 0.000185607 0.000106115 -8.24926e-05 0.000472571 -0.000254094 -0.000447342
internal_weight=0 0.0178409 0.0168221 0.0157434 0.014651 0.0135958 0.012584 0.0115293 0.0105149 0.0094192 0.00838947 0.00553877 0.0028507 0.0044445 0.00323661
internal_count=3910 3763 3673 3223 3101 2795 2543 2198 2032 1834 1615 961 654 780 721
is_linear=0
shrinkage=0.00188464


Tree=3151
num_leaves=17
num_cat=0
split_feature=128 147 484 150 43 52 15 43 15 2 15 3 4 52 43 43
split_gain=0.000220581 0.000164976 0.000205385 0.000160591 0.000173323 0.000166273 0.000251645 0.000190678 0.000111882 0.000192982 0.000124323 0.000169153 0.000125598 0.000194598 0.000180704 0.000168349
threshold=0.086435000000000012 0.088565000000000019 -0.0043499999999999988 0.090480000000000019 0.19761500000000001 0.11588000000000002 -0.073314999999999991 0.070805000000000021 -0.15202999999999997 0.10393500000000001 0.090325000000000003 -0.089974999999999986 -1.0000000180025095e-35 -0.087094999999999992 -0.074254999999999988 -1.0000000180025095e-35
decision_type=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 -4 10 11 -10 13 -13 -14 -15
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 14 15 -16 -17
leaf_value=-0.00077643923722053897 -0.00091048213432474328 0.00078412472753905762 0.00067992416573079805 -0.00053350446928376047 -0.00067895380190348105 0.00033297617389407814 -0.0010484117383453557 0.00087158902884665128 -0.0005436070253752698 -0.00058286522784533733 0.00079459418174254075 -0.00022008582998060577 0.00045024498503963898 0.00017867223010506125 -0.00065955180391449246 0.0012348173949214023
leaf_weight=0.0012803422036004172 0.0010220301147862943 0.0010392557936500747 0.0013288305769906519 0.0017069917376299681 0.0010259203580993215 0.0010021285966864621 0.0010261991078704654 0.0015992524494040103 0.0013041745534397298 0.0014626065403388682 0.0011289577572284049 0.001068976295046542 0.0010972614285696403 0.0010069936214526266 0.0011608441921951589 0.0013692870159668301
leaf_count=567 266 166 235 232 176 192 264 101 262 329 235 190 71 376 137 111
internal_value=0 2.38798e-05 -1.86696e-05 3.74492e-05 9.99988e-05 0.000154902 -0.000365914 0.000239229 0.000146687 7.2869e-05 0.000190743 9.34588e-05 0.000239135 0.000474703 -0.000120278 0.000787256
internal_weight=0 0.019608 0.0185688 0.0172884 0.0155814 0.0145555 0.00202833 0.0125272 0.0109279 0.0095991 0.00813649 0.00700754 0.00570336 0.00344526 0.00225811 0.00237628
internal_count=3910 3644 3478 2911 2679 2503 456 2047 1946 1711 1382 1147 885 677 208 487
is_linear=0
shrinkage=0.00196078


Tree=3152
num_leaves=16
num_cat=0
split_feature=14 403 124 47 51 12 52 4 1 3 0 16 2 13 15
split_gain=0.000209143 0.000173362 0.000142717 0.000174111 0.00016983 0.000179306 0.000273897 0.000169023 0.000140141 0.000191994 0.000126088 0.000110789 0.000109041 7.87973e-05 6.02107e-05
threshold=0.018455000000000003 0.088015000000000024 0.0040150000000000003 0.11926500000000002 0.12190000000000002 0.086935000000000012 1.0000000180025095e-35 0.17888000000000001 0.10617500000000001 -0.015794999999999997 -0.10575999999999998 -0.095609999999999987 0.092745000000000008 -0.0041499999999999983 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 12 9 13 14 -10 -7 -1 -11
right_child=-2 -3 -4 -5 -6 6 -8 -9 11 10 -12 -13 -14 -15 -16
leaf_value=0.0002578693998332206 -0.00084725987650756418 -0.00069745226149172583 0.00076865561691911511 -0.00065800352864256082 -0.00065085695206913252 -0.00058774069972825289 -0.00085020221673369435 0.00066585746346926118 0.00031373428132344314 -0.000157209678946973 -0.00060233373539793399 0.0011893313974414804 0.00026384938025266218 0.00094915936828449989 0.00043756100164359655
leaf_weight=0.0011808838439893599 0.001014190039032802 0.0010796057209097208 0.0010097041589968497 0.0011807568114133174 0.0010032816579957924 0.0011238048978378557 0.0013563907964661715 0.0013635101718537032 0.0010245259231811538 0.0011623795277218574 0.0011653200327503112 0.0010285639299184963 0.0010176782823074896 0.0011619312903510311 0.0012597397228243934
leaf_count=646 159 334 90 121 169 500 718 92 187 79 170 173 277 109 86
internal_value=0 3.35656e-05 8.2773e-05 3.66922e-05 9.59257e-05 0.000154256 -0.000131093 0.000147193 0.000328016 0.000181094 -9.29454e-05 0.000752394 -0.000183047 0.000600718 0.000152129
internal_weight=0 0.0171181 0.0160385 0.0150288 0.013848 0.0128447 0.00486138 0.00350499 0.00798334 0.00593025 0.00358744 0.00205309 0.00214148 0.00234282 0.00242212
internal_count=3910 3751 3417 3327 3206 3037 1587 869 1450 1090 335 360 777 755 165
is_linear=0
shrinkage=0.00188464


Tree=3153
num_leaves=12
num_cat=0
split_feature=47 52 42 13 15 42 2 1 13 2 2
split_gain=3.28737e-05 7.39019e-05 8.0458e-05 9.15164e-05 8.96344e-05 9.76136e-05 9.2427e-05 8.6887e-05 9.60625e-05 4.78334e-05 2.94985e-05
threshold=0.13177500000000003 0.11588000000000002 0.098285000000000011 -0.26418499999999995 0.090505000000000016 0.086325000000000013 0.11230000000000001 0.095575000000000007 -0.083514999999999992 0.090545000000000014 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 10 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.014324526484323983 -0.010011586363535867 -0.010971739859452764 0.017178684150982917 0.017503982937669325 -0.016641265310061441 -0.013662802203208983 -0.012282703119967866 0.017824869740726813 -0.00033059668264175584 0.0075868450137801368 -0.013507201411783179
leaf_weight=0.001417269829488396 0.0010238488692029405 0.0015868668225985727 0.0010792679415794282 0.0010111780265586201 0.0011124711063677196 0.0013065212748710536 0.0010442007710756802 0.0015702859049294051 0.0010424115251545345 0.0010174923428178367 0.0012124488621536723
leaf_count=152 84 604 409 392 317 576 178 305 249 219 425
internal_value=0 0.000666404 0.00222971 0.000726679 -0.00134178 0.000732714 0.0034593 0.00626735 0.00203052 -0.00275088 -0.00741572
internal_weight=0 0.0134004 0.0118135 0.0107343 0.00931701 0.00820454 0.00689802 0.00585382 0.00428353 0.00327235 0.00225486
internal_count=3910 3826 3222 2813 2661 2344 1768 1590 1285 893 674
is_linear=0
shrinkage=0.0574375


Tree=3154
num_leaves=10
num_cat=0
split_feature=4 151 0 0 4 49 3 12 13
split_gain=3.43348e-05 6.27436e-05 7.07084e-05 9.36318e-05 9.28883e-05 0.000180533 7.7412e-05 0.000117354 0.000146113
threshold=0.27608500000000008 -0.088294999999999985 -0.089879999999999974 -0.082994999999999985 0.0057500000000000008 -0.045004999999999996 -0.100615 -1.0000000180025095e-35 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -5 -8 -9
right_child=-2 2 3 6 5 -7 7 8 -10
leaf_value=0.010331674997627365 0.0057688286886709928 -0.014491297326753465 0.013328648872673777 0.0070718679079302821 0.014065824768955694 -0.010085461772710063 0.0078135436273747763 -0.0012750654233728634 -0.023696776115634671
leaf_weight=0.0010012542927875347 0.0019360453999888233 0.001879009558316296 0.0011637993300262035 0.001661748786942919 0.0010959577706939417 0.0018422825623496926 0.0010998401319506405 0.0015719901480542268 0.0010945553407905285
leaf_count=253 441 503 670 260 84 279 152 593 675
internal_value=0 -0.000977726 -0.00197022 0.00120077 -0.00630941 -0.00107708 -0.00139947 -0.00513707 -0.0104787
internal_weight=0 0.0124104 0.0114092 0.00659193 0.00481725 0.00293824 0.00542813 0.00376639 0.00266655
internal_count=3910 3469 3216 2350 866 363 1680 1420 1268
is_linear=0
shrinkage=0.0471187


Tree=3155
num_leaves=10
num_cat=0
split_feature=1 13 13 52 2 2 15 151 2
split_gain=3.22344e-05 6.72556e-05 7.91574e-05 9.56449e-05 8.8215e-05 0.000131933 8.62631e-05 0.000180682 7.19529e-05
threshold=0.12730000000000002 0.17936000000000002 0.043015000000000005 0.11588000000000002 0.099015000000000006 0.113945 -0.064869999999999983 -0.0074049999999999993 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10
leaf_value=0.0022045940774562634 0.0059493323309585339 -0.013012243822265835 0.012310232038702958 -0.01446242668967645 0.015800802981903166 -0.0040259844541916997 0.0088206168286758275 -0.025255376156371728 -0.0052663927411318364
leaf_weight=0.0012431788882391421 0.0018616977877918767 0.0010224142964421973 0.0011496029811519986 0.0011676427292798752 0.0017960258623141928 0.0014640245186665866 0.0017216804153590754 0.001072724024613142 0.0017642871404252559
leaf_count=169 345 178 337 481 302 282 577 407 832
internal_value=0 -0.000968502 0.000113625 -0.00125704 0.0004445 0.00689698 -0.00318113 -0.0105148 0.00169102
internal_weight=0 0.0124016 0.0113792 0.0102296 0.00906192 0.00326005 0.00580187 0.0023159 0.00348597
internal_count=3910 3565 3387 3050 2569 584 1985 576 1409
is_linear=0
shrinkage=0.0490223


Tree=3156
num_leaves=14
num_cat=0
split_feature=14 403 484 475 52 0 47 4 42 151 49 16 16
split_gain=0.000204221 0.000204655 0.000118063 0.000154122 0.000132711 0.000200821 0.000281244 0.000142861 0.000128079 0.000173295 0.000217068 0.000170685 0.000191258
threshold=0.020750000000000005 0.088015000000000024 -0.0043499999999999988 -0.067819999999999978 0.11588000000000002 -0.017269999999999997 0.11603500000000001 -0.48072499999999996 0.088235000000000022 -0.081989999999999993 -0.069934999999999983 -0.072804999999999981 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -7 9 -5 -11 12 -12
right_child=-2 -3 3 4 -6 7 -8 -9 -10 10 11 -13 -14
leaf_value=-0.00049018592715260217 -0.00085977822961586024 -0.00077914572782328121 0.00081086932001067755 0.00071462451308254159 -0.00038815118071430023 0.00011447775280418595 -0.00090429942098806798 0.0010630629790410601 0.00057858369691931037 -0.00083395127918239019 -6.8978861189575085e-05 -0.00042318547095636215 0.00093126380419891177
leaf_weight=0.001239563181212701 0.0010140890650864624 0.0010909428777847513 0.0011269599768596308 0.0011017626246768364 0.0019890712798504443 0.0010434599311757164 0.0010703570196913823 0.0013403353556895045 0.0019178991132899172 0.0012287960982209955 0.001657319629980119 0.0016135448930625429 0.0012312390921482843
leaf_count=559 153 334 375 152 433 97 84 132 479 109 236 302 465
internal_value=0 2.73206e-05 8.04482e-05 0.000126617 7.22884e-05 0.000147329 2.5842e-05 0.000647838 0.000139616 1.63992e-05 -0.000117834 7.76214e-05 0.000357371
internal_weight=0 0.0176513 0.0165603 0.0153207 0.0141938 0.0122047 0.00982092 0.0023838 0.00875056 0.00683266 0.0057309 0.0045021 0.00288856
internal_count=3910 3757 3423 2864 2489 2056 1827 229 1743 1264 1112 1003 701
is_linear=0
shrinkage=0.00192234


Tree=3157
num_leaves=11
num_cat=0
split_feature=52 376 457 160 12 43 4 4 0 2
split_gain=3.56664e-05 6.56197e-05 6.86717e-05 6.54575e-05 9.91933e-05 6.90631e-05 9.05172e-05 8.9822e-05 8.2328e-05 7.92546e-05
threshold=-0.27466499999999994 0.048375000000000008 0.088055000000000008 0.086620000000000016 0.10214500000000001 -0.068454999999999988 -1.0000000180025095e-35 -0.078484999999999985 -0.077944999999999987 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 -8
right_child=1 -3 -4 -5 -6 6 9 -9 -10 -11
leaf_value=-0.008621887145618937 -0.0017590014379779441 0.013058900789954205 0.01265039952328488 -0.014744413643805675 -0.015131493808740636 -0.0031173942091048076 -0.021205908188286927 0.01617144319057616 0.017979940318721799 -0.001608313248076748
leaf_weight=0.0013485843938606254 0.0011569898030291273 0.0012088644485813487 0.0011041420716505204 0.0010729331690997367 0.0012096208744863954 0.0017649176356434762 0.0010109462909182053 0.0012618860202957983 0.0014524973774573237 0.0016644293640877862
leaf_count=425 712 200 174 283 385 698 178 366 240 249
internal_value=0 0.000813608 -0.000451774 -0.0018173 -0.000360569 0.00178909 -0.00161524 0.0049242 0.00922812 -0.00901367
internal_weight=0 0.0129072 0.0116984 0.0105942 0.00952129 0.00831167 0.00570218 0.0030268 0.00260949 0.00267538
internal_count=3910 3485 3285 3111 2828 2443 1491 1064 952 427
is_linear=0
shrinkage=0.0552071


Tree=3158
num_leaves=11
num_cat=0
split_feature=1 4 147 15 4 2 4 15 4 15
split_gain=3.51167e-05 8.05936e-05 7.69602e-05 7.69514e-05 0.000102374 9.37507e-05 6.828e-05 6.42186e-05 3.91623e-05 3.48012e-05
threshold=0.085835000000000009 -0.083329999999999987 1.0000000180025095e-35 -0.052074999999999989 -0.0010999999999999996 0.11542500000000001 -0.077679999999999985 -0.10071499999999999 -0.49269499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 7 -5 -6 -1 -3
right_child=2 9 -4 6 5 -7 -8 -9 -10 -11
leaf_value=-0.0058352801927503382 0.017978427919879268 -0.016362802597020817 0.014938935824396335 0.0027414104889378738 0.0012164528176799845 0.012631854987442038 -0.01373239891518804 -0.014445056826532325 0.0065860856919892656 -0.0041637302846418596
leaf_weight=0.0010001993299385958 0.0010581598712848554 0.0012003787527065258 0.0010410227122639448 0.0011287757698207751 0.0018006752552111862 0.0011268039354397738 0.0015575746415075042 0.0010953327322967828 0.0019427166007775151 0.0012333316435978832
leaf_count=76 235 1010 166 390 206 247 325 141 480 634
internal_value=0 -0.00331404 0.0019167 0.000171381 0.00386264 0.000149626 -0.00681028 -0.00470707 0.00236448 -0.0101807
internal_weight=0 0.00537663 0.00880834 0.00776732 0.00508097 0.00402281 0.00268635 0.00289601 0.00294292 0.00243371
internal_count=3910 2200 1710 1544 829 594 715 347 556 1644
is_linear=0
shrinkage=0.0510028


Tree=3159
num_leaves=15
num_cat=0
split_feature=403 484 457 156 42 160 133 160 2 133 12 2 52 2
split_gain=0.000170481 0.000118642 0.000122032 9.98243e-05 0.000140107 0.000115889 0.000153279 0.000155688 0.000179754 0.00015066 0.000131361 0.000180676 6.85237e-05 3.94086e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.067474999999999993 0.091280000000000014 -0.10770999999999999 -0.082234999999999989 -0.0056849999999999991 0.091575000000000017 0.12068000000000001 0.094185000000000005 0.095295000000000019 1.0000000180025095e-35 -0.074484999999999982 0.092340000000000019
decision_type=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 10 11 -8 -13 -14
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12 12 13 -15
leaf_value=-0.0005645483945321177 -0.00078111973711251679 -0.00057871672556665012 -0.00049255804305135321 -0.00046513908783221849 -0.00030935317642369743 -0.00038247893046517166 0.00016301176708825835 -0.00025700341764852471 -0.00023605770320133027 -0.00010809532821101257 0.00017080195435298994 0.00072327600404320687 0.001011063359711998 0.0015245698789592857
leaf_weight=0.001209901397207106 0.0010687517696754785 0.0010307249348971087 0.0011390289279359896 0.0010411578296348522 0.0013773588401235016 0.0011499723082831316 0.0011113327195654945 0.0012995821709460053 0.0011836280213782446 0.001024941001626721 0.0013829855480707032 0.0014049461719685009 0.001126826088015816 0.0011724405653808952
leaf_count=585 343 175 169 300 470 518 222 133 183 342 113 141 120 96
internal_value=0 2.67376e-05 7.30569e-05 0.000119664 0.000165193 0.000226432 0.000294406 0.000374598 0.000472232 0.000588292 0.000703441 0.000856411 0.00106444 0.00127291
internal_weight=0 0.0166548 0.0154449 0.0144142 0.013373 0.012234 0.0108567 0.00970668 0.0084071 0.00722347 0.00619853 0.00481555 0.00370421 0.00229927
internal_count=3910 3567 2982 2807 2507 2338 1868 1350 1217 1034 692 579 357 216
is_linear=0
shrinkage=0.00196078


Tree=3160
num_leaves=11
num_cat=0
split_feature=484 1 42 42 15 0 4 2 3 2
split_gain=3.64646e-05 4.20516e-05 8.83173e-05 7.50275e-05 7.31775e-05 9.47463e-05 8.40132e-05 0.000146685 0.0001402 5.15774e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 0.085195000000000007 1.0000000180025095e-35 -0.083564999999999987 0.0057500000000000008 0.091025000000000009 0.11265500000000002 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -8 -9
right_child=1 -3 -4 -5 5 -7 8 9 -10 -11
leaf_value=-0.0094653579772951794 -0.017674664711707862 0.0086680923815494072 -0.012350865166570257 0.011944950135554706 -0.02073044709651805 0.002116501838546999 0.018955475351985503 0.013526122317650352 -0.004712054784836152 -0.0028862191104321766
leaf_weight=0.0010754184739030408 0.0012755734295695166 0.0016321368289188591 0.0015194468669125797 0.0015912866310901263 0.0010262107366489706 0.0010181700062353062 0.0016551517688711765 0.0010402872513585702 0.0012273257832241327 0.0011191819591309174
leaf_count=627 372 316 611 552 284 439 283 149 74 203
internal_value=0 0.000698715 -0.000435037 0.00138403 -0.000625739 -0.0093519 0.00219809 -0.00340738 0.00887811 0.00502014
internal_weight=0 0.0131048 0.0114726 0.00995319 0.0083619 0.00204438 0.00631752 0.00343504 0.00288248 0.00215947
internal_count=3910 3283 2967 2356 1804 723 1081 724 357 352
is_linear=0
shrinkage=0.0530633


Tree=3161
num_leaves=11
num_cat=0
split_feature=11 48 43 15 3 15 3 12 15 51
split_gain=3.0481e-05 4.2882e-05 0.000134944 5.03046e-05 0.000156015 0.000103616 6.84005e-05 0.000108694 0.000109483 4.68642e-05
threshold=0.079700000000000007 0.016865000000000002 -0.044024999999999988 -0.017214999999999998 0.10666500000000002 -0.094924999999999995 -0.016619999999999996 0.084575000000000025 0.088345000000000021 0.013805000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 7 -5 -9 -4
right_child=-2 2 9 4 -6 -7 -8 8 -10 -11
leaf_value=0.0010796282353487318 -0.0097538626284561433 0.024862935433358758 -0.010194509595222712 0.017288827073091692 0.019122215774708191 -0.021778433783040983 -0.016778107067473087 -0.021061109729614544 0.0054126263662298401 0.0055827855404398498
leaf_weight=0.0018819453376198465 0.0011134693466733738 0.0010426887793877687 0.0011597852363685792 0.0010030574695327693 0.0014469294753206852 0.0012108258871943427 0.0011416130607283144 0.0010696060122406771 0.0012688686087227365 0.001762334430873402
leaf_count=432 254 333 211 282 87 647 154 597 738 175
internal_value=0 0.00075444 0.00603802 -0.00156726 0.00171952 -0.00786935 -0.00389717 0.000503514 -0.00669632 -0.000679201
internal_weight=0 0.0129877 0.00396481 0.00902285 0.00593007 0.00309277 0.00448315 0.00334153 0.00233847 0.00292212
internal_count=3910 3656 719 2937 1858 1079 1771 1617 1335 386
is_linear=0
shrinkage=0.0609531


Tree=3162
num_leaves=12
num_cat=0
split_feature=1 0 15 3 12 43 52 1 1 15 16
split_gain=3.21935e-05 0.00010334 6.96827e-05 7.77412e-05 9.95654e-05 6.52609e-05 0.000117564 0.000104563 8.59209e-05 6.04672e-05 7.73467e-05
threshold=0.076710000000000014 -0.084074999999999997 0.079360000000000014 -0.10315499999999998 0.051320000000000005 -0.030974999999999996 1.0000000180025095e-35 0.11052000000000002 0.095575000000000007 0.041585000000000004 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 8 -7 10 -3
right_child=2 9 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.01965786400444592 0.016291604625869583 -0.01539424905333709 -0.010517490561488976 0.017941707842255725 -0.014719132156025492 -0.006482667442802046 0.018050854112830181 -0.018552733095252578 0.015636744396425817 0.012159066919720608 0.0065388013894635824
leaf_weight=0.0011114642643136638 0.0014274730726260886 0.0011231913398295711 0.0013461120193130035 0.0010051192080041595 0.0011192520261374128 0.0013970652400975272 0.0011205756905489084 0.001117770403860038 0.001060156963523351 0.0011070856319513964 0.0010849392971198028
leaf_count=1009 286 237 496 286 324 139 120 167 84 569 193
internal_value=0 -0.00419826 0.00184162 0.00385882 0.00125653 0.00439314 0.00149297 -0.00369707 0.00306065 0.000984745 -0.0046177
internal_weight=0 0.00442668 0.00959352 0.00824741 0.00681994 0.00570069 0.00469557 0.00357499 0.00245722 0.00331522 0.00220813
internal_count=3910 2008 1902 1406 1120 796 510 390 223 999 430
is_linear=0
shrinkage=0.0585862


Tree=3163
num_leaves=11
num_cat=0
split_feature=11 457 48 0 1 43 15 13 3 0
split_gain=3.24024e-05 4.10983e-05 5.93318e-05 5.44008e-05 5.56568e-05 6.75442e-05 9.43178e-05 0.000146588 7.40488e-05 4.71374e-05
threshold=0.079700000000000007 -0.0034949999999999994 0.093225000000000016 -0.22851499999999997 0.12730000000000002 -0.06705499999999999 -0.0063699999999999989 -0.09547499999999999 -0.077894999999999978 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 -7 -8 9 -5
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.0090172286246227862 -0.008407375231803722 0.01018600094093699 0.010174443424417846 -0.010750900720105767 0.0085892269611238491 -0.018361700646451921 0.0085313463096075588 -0.013706378680072032 0.013336867158948912 0.0047976967051945128
leaf_weight=0.0010458333858622002 0.001110982624579559 0.0012039067460721834 0.0017581674370616756 0.0010273014347351984 0.0012518286067841446 0.0013422438823751585 0.0016025892275855452 0.0014861717831516214 0.0011044970815099601 0.0010017848996659029
leaf_count=307 254 92 333 587 235 379 115 1019 359 230
internal_value=0 0.0006723 0.00153265 1.63608e-05 -0.00137233 -0.00302082 -0.00707372 -0.00216844 0.00271012 -0.00307437
internal_weight=0 0.0128243 0.0117785 0.0100203 0.00881642 0.00756459 0.004431 0.00308876 0.00313358 0.00202909
internal_count=3910 3656 3349 3016 2924 2689 1513 1134 1176 817
is_linear=0
shrinkage=0.0510028


Tree=3164
num_leaves=10
num_cat=0
split_feature=16 15 0 133 1 14 47 4 48
split_gain=3.9735e-05 8.37065e-05 0.000148347 5.69008e-05 9.54196e-05 7.14554e-05 0.00010178 0.000184867 7.86385e-05
threshold=0.10994000000000002 -0.0039399999999999991 0.12500000000000003 0.083815000000000014 1.0000000180025095e-35 -0.10523499999999998 0.09252500000000001 0.015635000000000003 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.013514720888091776 0.0048303518009868672 -0.028018963141784842 0.0020380175589029791 0.011854993093827209 -0.011480921324922375 0.007852090957402592 -0.0083678241957538743 0.023577181720271762 -0.011650186819443796
leaf_weight=0.0014380285347084156 0.0016145663656865197 0.0010452506849788731 0.0011245378386986213 0.0015758343826627946 0.0010037281460229903 0.0017073695079831992 0.0014245523536543653 0.0018016197526790709 0.0011359240643290481
leaf_count=955 403 226 56 1065 128 478 182 274 143
internal_value=0 -0.00507249 -0.0124413 0.00182934 -2.68907e-05 0.00271528 0.00506295 0.00918205 6.0737e-05
internal_weight=0 0.00378435 0.00216979 0.0100871 0.00851122 0.00707319 0.00606947 0.00464491 0.00284329
internal_count=3910 685 282 3225 2160 1205 1077 895 621
is_linear=0
shrinkage=0.0574375


Tree=3165
num_leaves=13
num_cat=0
split_feature=403 453 4 160 15 12 43 43 160 15 2 15
split_gain=0.00016291 0.000104822 0.000139454 7.36558e-05 0.000178667 0.000138767 0.000127171 0.000145588 0.000131459 0.000208166 0.000266059 0.000109053
threshold=0.088015000000000024 1.0000000180025095e-35 0.27608500000000008 -1.0000000180025095e-35 -0.0089749999999999986 -0.023959999999999995 -0.17307499999999998 -0.079109999999999986 0.091575000000000017 -1.0000000180025095e-35 0.10137500000000001 -0.095799999999999982
decision_type=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 -9
right_child=-2 -3 -4 5 -6 6 7 8 -10 10 -12 -13
leaf_value=-0.00089039549754184311 -0.00072878736589252185 -0.00054308305842633428 0.00055036756727050613 -0.00047097978036615099 0.00014601827572768245 0.00063835080278832918 -0.00058680054505079666 0.00021514305678923957 -0.00037715855413437282 0.0004746677303989365 -0.00067399117289704323 0.0010211873965598915
leaf_weight=0.0010121919129833456 0.0010393158839750441 0.0010224995505464509 0.0019533106794111079 0.0014211403347182102 0.0014190934714339884 0.0016361770140444678 0.001065688534110933 0.0010022110032686313 0.0012877057527762789 0.0015668556121605764 0.0013193063941139282 0.0014715564835475776
leaf_count=575 343 98 396 237 437 127 404 103 153 699 177 161
internal_value=0 4.09636e-05 8.03683e-05 1.08289e-05 -0.000285461 7.77112e-05 0.000161113 5.98799e-05 0.00016355 0.000293453 -5.04009e-05 0.00069463
internal_weight=0 0.0161777 0.0151552 0.0132019 0.00243129 0.0107706 0.0093495 0.00771332 0.00664764 0.00535993 0.00288616 0.00247377
internal_count=3910 3567 3469 3073 1012 2061 1824 1697 1293 1140 876 264
is_linear=0
shrinkage=0.00188464


Tree=3166
num_leaves=14
num_cat=0
split_feature=403 484 52 0 52 474 4 12 2 12 13 2 2
split_gain=0.000185107 0.000100005 0.000133076 0.000132318 0.000154678 0.000145571 0.000120863 0.00011286 0.000119903 9.86787e-05 9.12724e-05 0.00010643 0.000124716
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 -0.017269999999999997 -0.27466499999999994 0.084145000000000011 -0.49269499999999994 0.085185000000000025 0.085155000000000022 0.090840000000000018 -0.083924999999999986 0.10836000000000003 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -5 10 -9 -10 -6 12 -12
right_child=-2 2 -4 6 5 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.00050995794667435621 -0.00081503199594467246 -0.00062065619021349245 -0.00041015566487806444 2.8967271411981532e-05 0.00035846087211255498 0.00081483583785598487 0.00088482059373053785 -0.00010201359119398876 0.001037908288864171 0.00019251534244139795 -0.00045562810622624381 -0.00077678482900794398 0.00039797910203546804
leaf_weight=0.0011584150180668296 0.0010089005080028994 0.0011352991673927318 0.0018209333619049898 0.0010231401218951386 0.0010272729614295016 0.001023642403692287 0.0015091468316920991 0.0015331376762434956 0.0010065528208086164 0.0010347552773655941 0.0014041695894102171 0.0011431967300859747 0.0011509462708585161
leaf_count=585 343 266 484 136 293 193 189 443 246 315 179 119 119
internal_value=0 3.39893e-05 7.65297e-05 0.000144747 4.92857e-05 0.000130861 0.000539023 4.65068e-05 0.000304247 0.000609372 -0.000148449 -0.000289252 -7.11226e-05
internal_weight=0 0.0159706 0.0148122 0.0129913 0.010459 0.00932367 0.00253229 0.00830003 0.00357445 0.00204131 0.00472559 0.00369831 0.00255512
internal_count=3910 3567 2982 2498 2173 1907 325 1714 1004 561 710 417 298
is_linear=0
shrinkage=0.00192234


Tree=3167
num_leaves=11
num_cat=0
split_feature=4 0 4 4 43 43 3 160 2 3
split_gain=3.49321e-05 5.59026e-05 5.30975e-05 5.29088e-05 5.91453e-05 8.89758e-05 8.29939e-05 9.1425e-05 0.00017811 8.25798e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.076854999999999993 -0.079109999999999986 -0.15109999999999998 -0.074234999999999982 -0.025614999999999995 0.089910000000000004 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 -8 -9 -10
right_child=1 -3 3 4 6 -7 7 8 9 -11
leaf_value=-0.0099732025415315648 -0.012070671387009204 0.011084875489016327 0.012656500593252851 0.001813197422500047 0.014216380351254746 -0.019727619616522692 0.011593627507575061 -0.023546897682468936 0.010450204952235269 -0.009223389806837741
leaf_weight=0.0010420473732785556 0.0011480401283759959 0.0014690275629130395 0.0010529683856819018 0.0013116871339474319 0.0014071104611653954 0.0011334906331402625 0.00133627061656761 0.0012020275120403988 0.0016479771644030863 0.00114771781583403
leaf_count=176 498 239 519 168 578 816 262 214 313 127
internal_value=0 0.000746607 -0.000587091 0.000700466 -0.000669983 -0.0081723 0.00205131 -0.00115785 -0.00542013 0.0023736
internal_weight=0 0.0128563 0.0113873 0.0102392 0.00918628 0.00244518 0.0067411 0.00533399 0.00399772 0.00279569
internal_count=3910 3734 3495 2997 2478 984 1494 916 654 440
is_linear=0
shrinkage=0.0563112


Tree=3168
num_leaves=15
num_cat=0
split_feature=403 42 42 156 484 160 160 133 4 15 49 12 0 4
split_gain=0.00015519 0.000118473 0.000140029 0.000109261 0.000132846 0.000167557 9.70862e-05 0.000128692 0.000118501 0.000184221 0.000150406 0.000144709 8.52242e-05 0.000121994
threshold=0.088015000000000024 -0.10770999999999999 -0.087904999999999983 0.091280000000000014 -0.0043499999999999988 -0.092169999999999988 0.090735000000000024 0.093845000000000026 -0.00072999999999999985 0.05377500000000001 -0.047309999999999998 0.081660000000000024 -0.10462499999999998 0.26048500000000002
decision_type=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 -7 13 -12
right_child=-2 2 3 -5 5 6 -8 -9 10 -11 12 -13 -14 -15
leaf_value=-0.00056318611810982284 -0.00074249626376294837 0.00075996272360359662 -0.00054761002594759251 -0.00059426211096953198 -0.00060676576853972469 0.001303250471045033 -0.00025622708195510686 -0.00038610479227118883 0.00072085347123255269 -6.3155918067010002e-05 -0.00078528076039261841 0.00042214078978045555 0.00033821900078540967 0.00014441632655299804
leaf_weight=0.0011903211784857421 0.0010544411562866734 0.0010793088793424289 0.0012021282666538841 0.0010096918714878446 0.0010678976076619927 0.0014497204017545158 0.0015110578364545902 0.0010052706634772124 0.0012644914009148924 0.0011434124778666455 0.0010505145976069941 0.0014171771553053956 0.0012458529974240925 0.0011224386039278889
leaf_count=204 343 228 528 316 408 195 176 355 104 429 63 231 221 109
internal_value=0 3.30374e-05 7.86215e-05 2.78696e-05 7.44692e-05 0.000135377 0.000206076 0.000278102 0.000354906 0.000602294 0.000143069 0.000867697 -7.06326e-05 -0.000305046
internal_weight=0 0.0167593 0.015569 0.0144897 0.01348 0.0122778 0.0112099 0.00969888 0.00869361 0.00401031 0.0046833 0.0028669 0.00341881 0.00217295
internal_count=3910 3567 3363 3135 2819 2291 1883 1707 1352 855 497 426 393 172
is_linear=0
shrinkage=0.00196078


Tree=3169
num_leaves=11
num_cat=0
split_feature=52 52 39 42 52 42 3 2 43 2
split_gain=3.36658e-05 6.91302e-05 8.02681e-05 7.14229e-05 9.28502e-05 9.69045e-05 7.3852e-05 9.63101e-05 6.65996e-05 5.8529e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.085060000000000011 0.091590000000000019 -0.0066199999999999991 -1.0000000180025095e-35 0.090325000000000003 0.086650000000000019 -0.072649999999999978 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 -6 7 -7 -2 -8
right_child=1 2 -4 -5 5 6 9 -9 -10 -11
leaf_value=-0.0092396354105992676 0.021257338324705805 -0.013215076031128446 0.014773765925756258 -0.016278667551038229 -0.012940126687506555 0.0027354661631582042 -0.012130619736579003 0.024964226118253854 0.00091941834010859154 0.0070090495379038914
leaf_weight=0.0012946156636234147 0.0010578741688988874 0.0017176730749856699 0.0010101143088523121 0.0012456756104300666 0.0011851273651106711 0.0015867684764548423 0.0010725752595461772 0.0012399371101871875 0.0012595877134537088 0.0012189761006942863
leaf_count=425 310 400 279 580 756 414 102 284 236 124
internal_value=0 0.000880043 -0.00122237 -0.00296602 -0.000898559 0.00245769 0.00602304 0.0124861 0.0102033 -0.00194939
internal_weight=0 0.0125943 0.0102768 0.00926673 0.00802106 0.00630338 0.00511826 0.00282671 0.00231746 0.00229155
internal_count=3910 3485 2939 2660 2080 1680 924 698 546 226
is_linear=0
shrinkage=0.0597579


Tree=3170
num_leaves=10
num_cat=0
split_feature=52 13 3 0 43 52 13 4 12
split_gain=3.29016e-05 8.60646e-05 7.55782e-05 7.67674e-05 5.80337e-05 0.000138414 0.000102986 8.01007e-05 0.000112714
threshold=0.11588000000000002 -0.17606499999999997 0.11818000000000002 -0.23029999999999998 -0.053009999999999995 -0.0025949999999999997 -1.0000000180025095e-35 0.074650000000000008 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 8 -5
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=0.011420338913305014 -0.0059397930144130546 0.013229484054727255 -0.013168450920344896 0.0079666081252356569 -0.018554889314118864 -0.0097256273561283652 0.0091788724799533004 0.012118725946167967 -0.010769829424764876
leaf_weight=0.0015581523989065737 0.0018879956671077761 0.0010015309364174172 0.0010123356165873112 0.0014496047610364799 0.0012188951183476826 0.0011788898706020414 0.0015288755134089508 0.0014638298414411353 0.0015185538539943427
leaf_count=181 635 81 87 496 472 849 188 194 727
internal_value=0 0.000888344 -0.000693765 0.000655415 -0.000851206 -0.00510575 0.00094835 0.00291824 -0.00161923
internal_weight=0 0.0119307 0.0103725 0.00936018 0.00835865 0.00392666 0.00270777 0.00443199 0.00296816
internal_count=3910 3275 3094 3007 2926 1509 1037 1417 1223
is_linear=0
shrinkage=0.0480611


Tree=3171
num_leaves=13
num_cat=0
split_feature=484 474 160 133 42 4 49 52 4 1 12 52
split_gain=8.28442e-05 9.04349e-05 9.38279e-05 0.00011016 0.000179628 0.000142216 0.00013775 0.000103693 0.000102737 0.00015373 9.3777e-05 8.3225e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.10599500000000002 -0.090359999999999982 -0.083329999999999987 -0.047894999999999993 -0.068164999999999989 0.27020000000000005 0.11097000000000001 0.088325000000000015 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 11 7 -7 9 10 -8 -6
right_child=1 -3 3 -5 5 6 8 -9 -10 -11 -12 -13
leaf_value=-0.00051191866459745811 -0.00044289369231645354 0.00051566495124589422 -0.00059080739204244337 -0.00054613636399777573 0.00017835254208593081 0.0007793539676516193 -0.0003171299224918323 -3.239148456165165e-05 0.00034917065794422449 -0.00089598514027390314 0.00040799098369354508 0.00086835832733695426
leaf_weight=0.0011340374166827474 0.001690112683972113 0.0012803212887374108 0.0012548847524109343 0.0010832341386693744 0.0011509916219254361 0.0013488657090964477 0.0017654442801661226 0.0010222367090867599 0.0012507876937273661 0.0010922867165608086 0.0010516923880512343 0.0014721903537142922
leaf_count=612 556 318 272 413 257 162 350 113 247 82 423 105
internal_value=0 2.63701e-05 -1.78001e-05 3.97103e-05 9.5332e-05 0.000180125 4.58623e-05 0.000429392 -0.000130368 -0.000283793 -4.64281e-05 0.0005656
internal_weight=0 0.015463 0.0141827 0.0124926 0.0114094 0.0101545 0.00753131 0.0023711 0.00516021 0.00390942 0.00281714 0.00262318
internal_count=3910 3298 2980 2424 2011 1739 1377 275 1102 855 773 362
is_linear=0
shrinkage=0.00192234


Tree=3172
num_leaves=14
num_cat=0
split_feature=403 48 48 51 43 1 2 43 43 42 0 151 4
split_gain=0.000160112 9.13828e-05 9.83679e-05 0.000151273 0.000137271 0.00022799 0.000169101 0.000204818 0.000162131 0.000158282 0.000112977 0.000101924 0.000130682
threshold=0.088015000000000024 0.12675000000000003 0.097140000000000018 0.092720000000000011 -0.00084499999999999994 0.11198000000000001 0.093070000000000014 1.0000000180025095e-35 -0.083899999999999988 -0.10770999999999999 -0.077944999999999987 -0.0074049999999999993 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 11 -8 9 -1 -11 -6 -13
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 10 -12 12 -14
leaf_value=-0.00057563726895162079 -0.00073571683424839441 -0.00049585831101340021 0.00055432904196617478 -0.00063208976194688391 0.00088126147631336694 0.0010087205853500287 -0.00074676310030871447 0.00033271363597749771 -0.00063260978506860606 -6.3845880368570141e-05 0.00071362180153690575 0.00063178407910354211 -0.0003197523554084251
leaf_weight=0.0010290667942910309 0.0010844911759071074 0.0011352831309581262 0.0015197527110152554 0.0012152650881381783 0.0011311891260890605 0.0013113990908392662 0.0014848943374827783 0.0012401750498297268 0.0017596976847766197 0.0014536563264904924 0.0014211017094561337 0.0011147140502173539 0.0011049792557639611
leaf_count=112 343 125 230 293 59 177 188 166 1173 469 181 264 130
internal_value=0 4.1457e-05 8.00994e-05 2.95804e-05 9.11935e-05 0.000267269 0.000107238 -0.000255495 -0.000138474 8.42635e-05 0.000320486 0.000402226 0.000158102
internal_weight=0 0.0169212 0.0157859 0.0142661 0.0130509 0.00738735 0.00607595 0.00272507 0.00566352 0.00390382 0.00287476 0.00335088 0.00221969
internal_count=3910 3567 3442 3212 2919 984 807 354 1935 762 650 453 394
is_linear=0
shrinkage=0.00196078


Tree=3173
num_leaves=15
num_cat=0
split_feature=403 484 160 1 2 15 4 0 49 457 43 4 0 13
split_gain=0.000193233 0.000112154 0.000101726 0.000103752 0.000118781 7.57925e-05 9.90226e-05 8.4785e-05 9.98796e-05 0.000123565 8.53562e-05 9.7956e-05 0.000179965 0.000130973
threshold=0.088015000000000024 -0.0043499999999999988 -0.217635 0.13535500000000003 0.12663500000000003 -0.16430499999999995 0.26048500000000002 -0.23029999999999998 -0.0019649999999999997 0.084715000000000013 -0.17307499999999998 -1.0000000180025095e-35 -0.083424999999999985 -0.070604999999999987
decision_type=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 -9 -10 12 -12 -14
right_child=-2 2 3 -5 -6 6 -8 8 10 -11 11 -13 13 -15
leaf_value=-0.00051547763410065542 -0.00077667436957088386 -0.0005033839532338401 0.00060678489729120376 0.00067042161471021419 -0.00051521410756972402 0.00060137354426637794 -0.00047769155562356759 -0.0006308283350535815 0.00066549539253522763 0.00022516994034153887 0.00082791989286803806 -0.00031100008173214104 0.00035356386647832788 -0.00050517500653530774
leaf_weight=0.0012297754235293798 0.001119092338205732 0.0010066985127495801 0.001056111789549531 0.0011078704171788726 0.001127031715987944 0.0012190311783975066 0.0010316475535584414 0.0013617490660611997 0.0011253028820947392 0.0010693195894351439 0.0012910573783256082 0.0015165886637416191 0.0013908246033693598 0.0011544706492761366
leaf_count=585 343 396 149 184 152 37 134 246 102 112 411 231 170 658
internal_value=0 3.22947e-05 7.58741e-05 0.000116227 7.02125e-05 0.000124223 7.85561e-05 0.000135214 7.1431e-05 -0.000254313 0.000193672 9.44842e-05 0.00025478 -3.59347e-05
internal_weight=0 0.0166875 0.0154577 0.014451 0.0133431 0.0122161 0.01116 0.0101283 0.00890931 0.00243107 0.00647824 0.00535294 0.00383635 0.0025453
internal_count=3910 3567 2982 2586 2402 2250 2101 1967 1930 358 1572 1470 1239 828
is_linear=0
shrinkage=0.00188464


Tree=3174
num_leaves=11
num_cat=0
split_feature=4 52 0 52 157 13 2 2 0 1
split_gain=3.21609e-05 5.0353e-05 0.000135269 9.1314e-05 7.789e-05 8.16127e-05 0.000143999 9.73576e-05 5.78752e-05 0.000100386
threshold=-0.49837999999999999 0.10898500000000001 -0.017269999999999997 -0.24456499999999998 -0.077534999999999979 -0.073799999999999991 0.10836000000000003 0.099990000000000009 -0.083564999999999987 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 8 -6 9 -7
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.0088357668248466945 -0.013913545796745974 -0.0072709466747512474 0.016839297841883361 0.01481928666288264 -0.0007222955200353405 -0.01311552071058493 -0.021410459674500528 0.019263770360294131 0.010573534421259679 0.0084068913269241246
leaf_weight=0.001045174636545943 0.0011627587158090378 0.001857473587812534 0.0014426017773557067 0.0010606285093368905 0.0017835330253975856 0.0013794120045680191 0.0010563371191122462 0.0010467863597418048 0.0010722341683514617 0.00102037251806468
leaf_count=176 338 681 228 263 705 442 195 206 562 114
internal_value=0 0.000652872 0.0019879 -0.000248008 0.00163929 -0.000260385 -0.00459171 0.0066695 0.000525273 -0.00396433
internal_weight=0 0.0128821 0.0110247 0.00958206 0.0084193 0.00735868 0.00452836 0.00283032 0.00347202 0.00239978
internal_count=3910 3734 3053 2825 2487 2224 1313 911 1118 556
is_linear=0
shrinkage=0.0520229


Tree=3175
num_leaves=10
num_cat=0
split_feature=1 0 15 159 52 133 4 3 47
split_gain=3.46453e-05 9.1625e-05 6.68017e-05 8.34461e-05 6.80475e-05 5.81968e-05 5.37022e-05 0.000105838 8.22265e-05
threshold=0.076710000000000014 -0.084074999999999997 0.079360000000000014 0.073745000000000019 1.0000000180025095e-35 1.0000000180025095e-35 0.0057500000000000008 0.11265500000000002 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -3 -2 8 -8
right_child=2 5 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.01935941958767692 -0.010265387462850946 0.0072353793220017414 -0.010383820694409216 0.020162723652537292 0.011710300276202552 -0.008903347236714966 0.01971357057516045 -0.013510674966787272 -0.0019317360261831835
leaf_weight=0.0011021287543435481 0.0017456334680537016 0.0019261059177470576 0.0013402324441516506 0.0010019697675773178 0.0018199301468528294 0.0013622139359416672 0.001287630816167157 0.0010379525341124721 0.0012210279174783619
leaf_count=1009 416 452 496 337 249 547 193 115 96
internal_value=0 -0.004448 0.00197577 0.00401723 0.00174264 0.000549777 -0.0016851 0.0025381 0.00917825
internal_weight=0 0.00439045 0.00945438 0.00811414 0.00711217 0.00328832 0.00529224 0.00354661 0.00250866
internal_count=3910 2008 1902 1406 1069 999 820 404 289
is_linear=0
shrinkage=0.0597579


Tree=3176
num_leaves=15
num_cat=0
split_feature=403 124 4 484 52 4 43 4 12 48 15 2 3 4
split_gain=0.000183178 0.000149487 0.000137761 0.000115551 0.00010067 0.000189558 0.000174407 0.00014017 0.000134137 0.00015046 0.000204211 0.00013046 0.000134379 0.000113405
threshold=0.088015000000000024 0.0049200000000000008 -0.49269499999999994 -0.0043499999999999988 0.10898500000000001 -0.083329999999999987 0.0016850000000000001 -0.034289999999999994 -1.0000000180025095e-35 0.087035000000000015 -0.095799999999999982 0.10742000000000002 0.0066850000000000008 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7 -9 11 -11 12 13 -10
right_child=-2 -3 3 4 -6 7 -8 8 9 10 -12 -13 -14 -15
leaf_value=-0.00068708672351369476 -0.00076558824303460664 0.00075838022589813994 -0.00055619933709725425 0.0001966385958955831 -0.00034860328154491082 -0.00058918427784519702 0.0012034185865223868 -0.00050375433630420467 -7.6246364563557173e-05 -0.00078335236309624184 0.00032523883885742254 -0.00016023426940696238 0.0011590706735114676 0.0007236226325930303
leaf_weight=0.0010189649329430924 0.0011047009729445124 0.0010128923735054874 0.0011014631323705429 0.0015538698590615825 0.0016951296608469146 0.0011972088177609449 0.0010762527436287278 0.0011268226233862155 0.0012323584936345926 0.0011216189783874522 0.0013568660284057898 0.0011472932496801695 0.0010619682344521347 0.0013981618186615745
leaf_count=182 343 89 559 391 506 583 58 314 331 123 105 172 55 99
internal_value=0 4.20865e-05 -3.01102e-06 4.32461e-05 9.05176e-05 0.000151171 0.000608615 2.63945e-05 0.000113661 0.000208727 -0.000176445 0.000405977 0.000581904 0.000348896
internal_weight=0 0.0171009 0.016088 0.015069 0.0139676 0.0122724 0.00263012 0.0096423 0.00844509 0.00731827 0.00247849 0.00483978 0.00369249 0.00263052
internal_count=3910 3567 3478 3296 2737 2231 449 1782 1199 885 228 657 485 430
is_linear=0
shrinkage=0.00192234


Tree=3177
num_leaves=11
num_cat=0
split_feature=11 48 0 1 1 15 15 2 52 3
split_gain=3.60601e-05 3.97747e-05 0.000110817 0.000117332 4.41939e-05 7.99075e-05 9.37636e-05 6.50395e-05 0.000215461 0.000112782
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.089605000000000018 0.12864500000000004 -0.0063699999999999989 -0.10071499999999999 0.11005500000000001 0.086950000000000013 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 8 9 -7
right_child=-2 2 3 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.0016160297153131823 -0.0094641853556310176 -0.0042559681936606489 0.0012880806040949156 0.027245248087469663 0.0084615964959378984 -0.0033483039448686789 -0.023167867144107596 0.012233830685834437 -0.022480025232331176 0.018123078377144306
leaf_weight=0.0013713352879668782 0.0010977237587406026 0.00185595499029656 0.0010401885115126949 0.0010011210450974128 0.0011894753103000848 0.0017600310242836799 0.0010397294433694831 0.001171351294589007 0.0011183532831105739 0.0012088911300347338
leaf_count=209 254 115 319 285 224 730 871 141 600 162
internal_value=0 0.000759021 0.00531572 0.0140183 -0.00124553 -0.00275099 -0.0109099 0.000989843 -0.00223251 0.00539445
internal_weight=0 0.0127564 0.00389726 0.00204131 0.00885917 0.00766969 0.00241106 0.00525863 0.00408728 0.00296892
internal_count=3910 3656 719 604 2937 2713 1080 1633 1492 892
is_linear=0
shrinkage=0.0541246


Tree=3178
num_leaves=10
num_cat=0
split_feature=484 52 15 15 42 49 1 1 3
split_gain=3.52498e-05 4.36475e-05 6.6104e-05 8.64312e-05 8.45066e-05 7.93234e-05 0.000219665 0.000120431 0.000110826
threshold=-1.0000000180025095e-35 0.11588000000000002 -0.15202999999999997 -0.095799999999999982 -1.0000000180025095e-35 -0.045004999999999996 0.088495000000000018 0.090740000000000015 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 8 -6 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.010644511192095576 0.016171999849641388 -0.0083598598990497052 -0.011770446554483845 -0.0084155878812594634 0.0012669079753914855 -0.0015358259400046319 -0.017687498270179288 0.029619978200389554 0.021456094732429761
leaf_weight=0.0010370891977428747 0.0010831752478312863 0.0016172585189764147 0.0016718562199742716 0.0017852786645002703 0.0010515096896716056 0.001393089138964748 0.001420508874882976 0.0010890351446238443 0.0016184016582411716
leaf_count=627 328 528 247 724 113 487 422 232 202
internal_value=0 0.000812526 0.00214739 0.000632771 0.00311385 0.00624555 0.00168317 0.015692 0.0108202
internal_weight=0 0.0127301 0.0111129 0.0100297 0.00835782 0.00657254 0.004432 0.00214054 0.00301149
internal_count=3910 3283 2755 2427 2180 1456 1111 345 689
is_linear=0
shrinkage=0.0597579


Tree=3179
num_leaves=16
num_cat=0
split_feature=14 403 52 475 160 457 483 160 42 2 16 43 1 12 0
split_gain=0.000295085 0.000240566 0.00012431 0.000174135 0.00015585 0.000157268 0.000131207 0.000116372 0.00015878 0.000151522 0.00015955 0.000131702 0.000177298 0.000262566 0.000129693
threshold=0.054835000000000009 0.088015000000000024 -0.40083499999999994 -0.048844999999999993 -1.0000000180025095e-35 -0.0034949999999999994 0.079055000000000014 0.091575000000000017 -0.09602999999999999 0.12068000000000001 -0.50763499999999995 -0.073139999999999983 0.090540000000000023 0.086935000000000012 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 8 -7 10 -10 14 13 -13 -12
right_child=-2 -3 3 4 5 7 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.00054925720408327333 -0.0010516862359762273 -0.00086430244053407673 0.00088333783489147051 -0.00069456686354739253 -0.00055248070736752626 -0.00039759195242148861 0.00020854931503269189 -0.00022728957036515751 0.0012244305588664387 -0.00018074777764790105 0.00029485263667780652 0.0010886191316628296 -0.00042395621182582524 -0.00020543339377660061 0.0012680848846758242
leaf_weight=0.0010631683791859766 0.0010019503972706371 0.0010587982410970058 0.0011347704013736038 0.001610216496677604 0.0010264563931253233 0.0010078707662141409 0.0010041929367531584 0.0016601699639116627 0.0011112439486285061 0.0013217128782550139 0.0010088075241184245 0.0013103943216384358 0.0012161704677176328 0.0011164267966229866 0.0011009412131428031
leaf_count=370 147 336 388 467 90 127 282 244 108 190 209 209 210 419 114
internal_value=0 4.20261e-05 9.9514e-05 0.000143646 8.5736e-05 0.000181116 -0.000347681 0.000250493 0.000336771 0.00042719 0.000544253 0.000412865 0.00018709 0.000493307 0.00080272
internal_weight=0 0.0177513 0.0166925 0.0156294 0.0144946 0.0118802 0.00261441 0.0108537 0.00919357 0.0081857 0.00686398 0.00575274 0.00364299 0.00242682 0.00210975
internal_count=3910 3763 3427 3057 2669 1920 749 1830 1586 1459 1269 1161 838 628 323
is_linear=0
shrinkage=0.00196078


Tree=3180
num_leaves=10
num_cat=0
split_feature=11 457 4 16 2 13 16 15 47
split_gain=3.07872e-05 3.96557e-05 5.96986e-05 8.79357e-05 8.71677e-05 0.000135658 8.77984e-05 4.84393e-05 3.48928e-05
threshold=0.079700000000000007 -0.0034949999999999994 0.25367000000000006 -0.19424999999999998 0.11043500000000002 -0.084184999999999996 -0.083564999999999987 -0.016339999999999997 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 -8
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.010468839278538838 -0.0096755284219953719 -0.014362762982070417 0.012064818441070893 -0.015447273512465363 0.014529669592109926 0.017848623230254164 0.013631950288009223 -0.0070571210532106342 -0.001913088910389487
leaf_weight=0.0010285613179232813 0.0010927092924102816 0.0013209288359892985 0.001715795368486951 0.0016933010845326443 0.0016533474278984583 0.0012471363603354293 0.0010609494782266864 0.0019501207253935543 0.0010032085186575668
leaf_count=307 254 136 431 600 345 416 328 932 161
internal_value=0 0.000778598 0.00177206 -6.59367e-06 0.0021964 -0.000735598 0.00399912 -0.00030358 0.00607685
internal_weight=0 0.0126733 0.0116448 0.00992899 0.00860806 0.00695472 0.00526142 0.00401428 0.00206416
internal_count=3910 3656 3349 2918 2782 2437 1837 1421 489
is_linear=0
shrinkage=0.0597579


Tree=3181
num_leaves=14
num_cat=0
split_feature=403 484 52 47 4 4 15 0 52 42 16 3 52
split_gain=0.000194384 0.000133212 0.000117944 0.000146771 0.000103483 0.000211823 0.000147243 0.000195933 9.33185e-05 0.000123782 0.000201817 8.43371e-05 6.82961e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.095799999999999982 -0.10783 0.091210000000000013 0.084100000000000022 0.070590000000000014 -0.005644999999999999 -0.0066199999999999991
decision_type=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 12 -6 -3
right_child=-2 2 -4 -5 11 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00059277984591463433 -0.00083181626776170504 0.0003131807391459353 -0.00037525263095474539 -0.00055153651619773585 0.00097642090754976243 -0.00088148831874496232 0.00047766614585455989 -0.0005840682234094192 0.00082750371037771894 -0.00030568423175778714 -0.00037186978927334426 0.00019738220452857083 0.00090053417711015589
leaf_weight=0.0012037297412028558 0.0010570683874951475 0.0013623004692839367 0.0018824408443677268 0.0010605860286050364 0.0011078096374550267 0.0010213902456713726 0.0014633859060567134 0.0012298414279681156 0.0012199277915307116 0.0012788891588861404 0.0010008686276738003 0.0010319558306140526 0.0017247631235875948
leaf_count=585 343 285 484 80 182 108 73 206 181 538 222 188 435
internal_value=0 3.53911e-05 8.45422e-05 0.000148648 0.000208337 0.000126835 -0.000247575 -7.16664e-06 0.000337985 0.000226712 0.00039327 0.00060071 0.000641339
internal_weight=0 0.0165879 0.0153842 0.0135017 0.0124411 0.0103014 0.00371462 0.00269323 0.00658675 0.00536682 0.00408793 0.00213977 0.00308706
internal_count=3910 3567 2982 2498 2418 2048 387 279 1661 1480 942 370 720
is_linear=0
shrinkage=0.00196078


Tree=3182
num_leaves=15
num_cat=0
split_feature=403 14 48 13 0 0 4 1 2 52 16 16 16 4
split_gain=0.000187539 0.000180918 0.000112269 0.000132025 0.000180676 0.000216303 0.000150398 0.000219057 0.00019631 0.000173236 0.000150834 0.000205914 0.000183198 8.56031e-05
threshold=0.088015000000000024 0.018455000000000003 0.12675000000000003 -0.49820499999999995 0.10302000000000001 -0.053834999999999994 -0.083329999999999987 1.0000000180025095e-35 0.11542500000000001 -0.07984999999999999 -0.110495 -0.27337499999999998 -0.057604999999999996 0.066620000000000026
decision_type=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 -12 -7
right_child=-2 -3 -4 4 -6 13 7 8 -10 10 12 -13 -14 -15
leaf_value=-0.00055087422277835633 -0.00080178721636275918 -0.00076362371638620703 -0.00050822957228545732 0.00083345657583344971 0.00077298307738744984 -0.00084149502603068991 -0.00046226502514588462 0.00078407682624546775 0.00099782992853308288 -0.00026807497929656033 -0.00095498716677898084 0.00088581973140493839 9.92660281978664e-05 -6.5233447526582229e-05
leaf_weight=0.0010047311170673359 0.0010664282775987187 0.0010017043177689379 0.0011218963697378443 0.0012425494113829363 0.0016259057734948146 0.0010974701866808751 0.0018875168142257039 0.0012073053263259928 0.0011600251685731141 0.0011123235665535481 0.0010788418961963848 0.0011753957053074193 0.0013989218792493238 0.0010063484837531834
leaf_count=65 343 150 123 371 187 239 1280 190 162 118 231 57 268 126
internal_value=0 2.90779e-05 7.83391e-05 0.000122218 0.000170549 9.13445e-05 0.000206452 0.000120082 0.000274186 0.000133641 -3.11432e-05 0.000324779 -0.000359766 -0.000470175
internal_weight=0 0.0171209 0.0161192 0.0149973 0.0139926 0.0123667 0.0102629 0.00902033 0.00713281 0.00597279 0.00476548 0.00228772 0.00247776 0.00210382
internal_count=3910 3567 3417 3294 3229 3042 2677 2306 1026 864 674 175 499 365
is_linear=0
shrinkage=0.00192234


Tree=3183
num_leaves=10
num_cat=0
split_feature=484 52 15 15 42 43 15 0 12
split_gain=3.1314e-05 3.8903e-05 5.40465e-05 8.03256e-05 7.38763e-05 7.80899e-05 9.8992e-05 0.000101779 0.000102917
threshold=-1.0000000180025095e-35 0.11588000000000002 -0.15202999999999997 -0.095799999999999982 -1.0000000180025095e-35 -0.083899999999999988 1.0000000180025095e-35 -0.14808999999999997 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9
right_child=1 -3 3 4 5 6 -8 8 -10
leaf_value=-0.0092450077099235986 0.013532538313468187 -0.0072965011711767207 -0.010409362540561493 -0.0070988406975920565 0.0164867050023309 0.022264064005041738 -0.0089140345179803473 -0.010582225705314302 0.012224751512798674
leaf_weight=0.0010456106241115018 0.0010895172650622524 0.0016226064680421514 0.0016855052372404802 0.0018052678248766376 0.0015190571359005242 0.0010114674212899407 0.0016452128350855633 0.0011469903126440318 0.001271564611407712
leaf_count=627 328 528 247 724 285 92 536 293 250
internal_value=0 0.000691498 0.0018514 0.00058945 0.00279654 0.00550552 0.00221876 0.00755862 0.00140863
internal_weight=0 0.0127972 0.0111746 0.0100851 0.00839956 0.00659429 0.00507524 0.00343002 0.00241855
internal_count=3910 3283 2755 2427 2180 1456 1171 635 543
is_linear=0
shrinkage=0.0552071


Tree=3184
num_leaves=13
num_cat=0
split_feature=403 484 52 47 1375 11 43 16 4 457 2 2
split_gain=0.00015188 0.000103384 8.37266e-05 0.000145753 7.60488e-05 7.67303e-05 0.000130486 0.000113429 0.000129763 0.000126658 0.000102301 8.03489e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 -0.072014999999999982 0.077330000000000024 -0.17307499999999998 0.15100500000000003 -0.083329999999999987 0.041935000000000007 0.091025000000000009 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8 10 -10 -12
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 11 -13
leaf_value=-0.0005156460269932319 -0.00073175730127357866 -0.00029133863143387186 -0.00030527350737694298 -0.00055376029013743733 0.00081627532463723982 -0.00023362964321549937 0.00082368219317694314 -0.00020364493873119031 -0.00030131059605893073 0.0007821730745841964 0.00069491007265764983 -6.9036693561121397e-05
leaf_weight=0.0011819781400233325 0.001023080615932182 0.0011094949093701798 0.0018762428810390813 0.001063410634942529 0.0014863907999931513 0.0011487796192273568 0.0014713810730696579 0.0019818141249442886 0.0019101098718815185 0.0010065686813230277 0.0010314192013247401 0.0010039904506746651
leaf_count=585 343 108 484 80 137 207 331 327 713 178 221 196
internal_value=0 3.18422e-05 7.47273e-05 0.000128686 0.000188416 0.000236628 0.000291242 0.000198395 0.000322436 0.000173504 1.8222e-05 0.000318084
internal_weight=0 0.0162716 0.0150896 0.0132134 0.0121499 0.0110405 0.00989167 0.00840528 0.00642347 0.00495209 0.00394552 0.00203541
internal_count=3910 3567 2982 2498 2418 2310 2103 1966 1639 1308 1130 417
is_linear=0
shrinkage=0.00192234


Tree=3185
num_leaves=16
num_cat=0
split_feature=403 14 48 158 50 42 47 1 49 1 12 13 3 2 3
split_gain=0.000204323 0.000188227 0.000144368 0.000104498 0.000165738 0.000153449 0.000137136 0.00041024 0.000161505 0.000200378 0.000165742 0.000169037 0.00013336 0.000109729 9.63602e-05
threshold=0.088015000000000024 0.018455000000000003 0.12675000000000003 0.085745000000000002 0.088425000000000017 -0.10770999999999999 0.078345000000000012 0.11198000000000001 -0.085974999999999982 0.09112000000000002 0.086935000000000012 -0.10939499999999998 -0.073984999999999981 0.090695000000000012 -0.021064999999999997
decision_type=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 10 13 -12 -8 14 -10
right_child=-2 -3 -4 -5 -6 6 12 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.00043422536056675028 -0.00078917362223052904 -0.00074270953571856579 -0.00054179371566009525 -0.00042566032784345747 -0.00053697839344906046 -0.00042902633083437416 0.00040371645647618241 0.0014807392704853112 0.00090451764646224612 -0.00030163194541784737 0.00069545831177805859 -0.00030789776688934219 -0.00040629651559007931 0.001210440041286779 0.00010350761575551077
leaf_weight=0.0010903449675034463 0.0011007791580794892 0.0010081936207410351 0.0011814834923426177 0.0010765653234703189 0.0010422046328515131 0.0010191200377717606 0.0012030688115099546 0.0010615955835731874 0.001051636258805555 0.0012771509848206967 0.0010205896319526154 0.0013077544418934718 0.0016395730863093304 0.001238383654548661 0.0010005175797873603
leaf_count=135 343 150 123 351 550 118 172 255 362 334 25 698 139 82 73
internal_value=0 3.19236e-05 8.01026e-05 0.000128994 0.000171792 0.000229011 0.000290195 0.000402193 0.000257536 0.000358999 0.000509158 0.000131906 -6.34811e-05 0.000776096 0.000513989
internal_weight=0 0.0172182 0.01621 0.0150285 0.0139519 0.0129097 0.0118194 0.00897675 0.00791515 0.00689603 0.00561888 0.00232834 0.00284264 0.00329054 0.00205215
internal_count=3910 3567 3417 3294 2943 2393 2258 1947 1692 1574 1240 723 311 517 435
is_linear=0
shrinkage=0.00184769


Tree=3186
num_leaves=13
num_cat=0
split_feature=403 48 484 52 4 12 0 0 42 13 16 16
split_gain=0.000148161 0.000129388 0.000104201 0.00014995 0.000137811 0.000153905 0.000117546 0.000131757 9.9397e-05 0.000106085 0.000147528 0.000103268
threshold=0.088015000000000024 0.12675000000000003 -0.0043499999999999988 0.11588000000000002 0.27020000000000005 -0.023959999999999995 -0.23029999999999998 -0.14867499999999997 -0.089024999999999979 -0.10023999999999998 -0.008069999999999999 0.18126
decision_type=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
right_child=-2 -3 3 -5 -6 6 7 8 9 10 11 -13
leaf_value=-0.00050556266894479158 -0.00071515020278910811 -0.00058906629736082841 -0.0004681081542393508 -0.0004270646206371787 0.00072644813726862798 0.00080706785141229653 -0.00044494014364498225 0.0006960840147587768 0.00051476136830977089 -0.00044709498617274127 0.00066133929831625857 -0.00012922638190485027
leaf_weight=0.0010523829791768144 0.0010416104118411247 0.0011530030065374291 0.0014486503215611927 0.0016359257933825531 0.0015598510464975837 0.0010620440857778161 0.0012612680146210538 0.0013633805366010283 0.0017952462309197559 0.0018735292207207304 0.0012333818270331472 0.0012092112581481469
leaf_count=564 343 125 236 453 334 38 82 254 124 846 198 313
internal_value=0 3.21974e-05 7.84269e-05 0.000120981 0.000190988 0.000116723 0.000203191 0.000129777 0.000226754 0.000122051 -4.12925e-05 0.000269968
internal_weight=0 0.0166479 0.0154949 0.0144425 0.0128066 0.0112467 0.00979806 0.00873602 0.00747475 0.00611137 0.00431612 0.00244259
internal_count=3910 3567 3442 2878 2425 2091 1855 1817 1735 1481 1357 511
is_linear=0
shrinkage=0.00192234


Tree=3187
num_leaves=10
num_cat=0
split_feature=1 0 133 15 3 43 16 52 0
split_gain=3.0706e-05 8.08154e-05 6.118e-05 5.29594e-05 7.04564e-05 7.74782e-05 8.23186e-05 7.90618e-05 4.60746e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.079360000000000014 -0.10315499999999998 -0.080894999999999981 -0.19424999999999998 -0.0066199999999999991 -0.14808999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 8 -8
right_child=3 2 -4 -5 5 6 7 -9 -10
leaf_value=-0.016792227544163766 0.014487194139659525 0.0067274043367181431 -0.0085200829316227199 -0.0084244748616920922 -0.013106168691077101 -0.0082701518202236979 -0.0043430011222975323 0.016504492337296665 0.010595171047155469
leaf_weight=0.0011066298562025572 0.0014315294959648481 0.0019454046242763626 0.0013646869498775314 0.0013543050900373743 0.0010089233916067827 0.0013817701211316048 0.0016715682212904434 0.0016984320024592409 0.0010092515786175862
leaf_count=1009 286 452 547 496 281 235 82 232 290
internal_value=0 -0.00387675 0.000441159 0.00168948 0.00335959 0.00100662 0.00347818 0.00718509 0.00128079
internal_weight=0 0.00441672 0.00331009 0.00955578 0.00820147 0.00676995 0.00576102 0.00437925 0.00268082
internal_count=3910 2008 999 1902 1406 1120 839 604 372
is_linear=0
shrinkage=0.0552071


Tree=3188
num_leaves=10
num_cat=0
split_feature=11 43 15 4 52 2 16 52 3
split_gain=3.53631e-05 3.3027e-05 0.000114731 0.000115802 5.37602e-05 9.00925e-05 0.000127341 5.8262e-05 5.55886e-05
threshold=0.079700000000000007 -0.053009999999999995 -0.053579999999999996 -0.084009999999999987 -0.087604999999999988 0.10362500000000001 -0.057604999999999996 0.10701500000000001 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 8 -7 -6
right_child=-2 4 3 -5 5 7 -8 -9 -10
leaf_value=0.018972457197501316 -0.011358158884318311 -0.014506183432232631 0.011677494848932121 -0.014519345913071172 -0.0093968629908124518 -0.015351418965502321 0.024112319804931705 0.0040460158723697771 0.009500675576861262
leaf_weight=0.0017036902226085634 0.0011125154057958454 0.0012030265415369171 0.0013553269673601618 0.0016036279780034292 0.0015322945187880663 0.0018426953128313208 0.0012865349804154561 0.0010628187726300104 0.0012147711573921886
leaf_count=805 254 283 278 634 837 289 312 120 98
internal_value=0 0.000905207 0.00533311 -0.00252008 -0.00163046 0.000601795 0.00698228 -0.00825596 -0.00104024
internal_weight=0 0.0128048 0.00466265 0.00295895 0.00814214 0.00693911 0.0040336 0.00290551 0.00274707
internal_count=3910 3656 1717 912 1939 1656 1247 409 935
is_linear=0
shrinkage=0.0659776


Tree=3189
num_leaves=11
num_cat=0
split_feature=158 50 47 4 12 15 156 12 15 0
split_gain=3.1029e-05 6.27853e-05 5.09412e-05 7.49577e-05 6.98585e-05 9.4124e-05 5.88908e-05 5.97688e-05 8.91991e-05 2.43367e-05
threshold=0.084710000000000021 0.088425000000000017 0.11939500000000002 0.24280000000000004 0.098845000000000016 -0.095799999999999982 0.080810000000000007 0.086765000000000023 1.0000000180025095e-35 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.010720674373391279 -0.0095558561722305559 -0.010958661071279071 -0.0098614816583975154 0.013317506965835764 -0.011635916978670818 0.016790890516060288 -0.006440688089687078 0.016824115689002186 -0.009670294843607645 0.0050431036123816369
leaf_weight=0.001303683067721338 0.001010882974479232 0.0013166077346113249 0.0010406322372000102 0.0019013207037362817 0.0012008395385501207 0.0010028895184768655 0.001012978222169972 0.00175755659251746 0.0010411366906058865 0.0012638026403638571
leaf_count=258 433 667 95 371 325 90 374 749 326 222
internal_value=0 0.000690813 0.00202166 0.00320115 0.000960123 0.00300912 0.00595388 0.00843255 0.00397384 0.0102409
internal_weight=0 0.0128414 0.0115248 0.0104842 0.00858289 0.00738205 0.00607836 0.00506539 0.00330783 0.00226669
internal_count=3910 3477 2810 2715 2344 2019 1761 1387 638 312
is_linear=0
shrinkage=0.0563112


Tree=3190
num_leaves=10
num_cat=0
split_feature=1 52 13 4 4 160 49 2 4
split_gain=3.58165e-05 6.27559e-05 6.47657e-05 7.07302e-05 0.000103515 9.80523e-05 9.07164e-05 0.0001599 8.00765e-05
threshold=0.12730000000000002 0.11588000000000002 0.16421000000000002 -0.083329999999999987 -0.034289999999999994 -0.026849999999999995 -0.045004999999999996 0.091525000000000009 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -7 -8 -1
right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.002402368266729973 0.0083557440272541209 -0.014282949071384219 -0.014740811759558778 -0.019723175041061101 0.019877469453516254 0.0085327582239973724 -0.02725035305827269 0.004272029388689343 0.020528301644930285
leaf_weight=0.0010845278494582278 0.0018352665478443093 0.0013875063733875042 0.0010697120764451432 0.0010866074971568086 0.0010539843581547888 0.0019990200074560143 0.0012024198512356993 0.0015300118593439931 0.0015447617984326251
leaf_count=219 345 564 161 750 418 257 344 386 466
internal_value=0 -0.00134916 0.000348472 0.00204731 -0.00140479 0.00203573 -0.00193872 -0.00959955 0.0110699
internal_weight=0 0.0119586 0.010571 0.00950133 0.00687204 0.00578544 0.00473145 0.00273243 0.00262929
internal_count=3910 3565 3001 2840 2155 1405 987 730 685
is_linear=0
shrinkage=0.0646839


Tree=3191
num_leaves=11
num_cat=0
split_feature=41 2 2 0 12 13 4 3 150 1
split_gain=3.15009e-05 4.94404e-05 7.41425e-05 7.37049e-05 6.96095e-05 6.87471e-05 6.84845e-05 4.95186e-05 9.27481e-05 6.4833e-05
threshold=1.0000000180025095e-35 0.085255000000000011 0.089910000000000004 -0.10575999999999998 0.098845000000000016 0.0024700000000000004 -0.030814999999999995 -0.013944999999999997 0.084800000000000014 0.10593500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 -5 -4 9 -9
right_child=-2 2 4 5 -6 -7 -8 8 -10 -11
leaf_value=0.022751968813150267 -0.012251221959283626 -0.020578344331098675 0.012273103923530527 0.020211583000607086 -0.017081471078240137 -0.013245613462961327 -0.0048179835991657522 -0.020797116711127016 0.014760981686310034 0.00059204141843614627
leaf_weight=0.001127265383257442 0.0010019486029195701 0.0010017183820988746 0.0019917535925041011 0.0012148003508914472 0.0010272139824832561 0.0010738931007390992 0.0010305066649805186 0.0012339203135920979 0.0012731862884521354 0.0017448013689717583
leaf_count=103 224 720 769 660 377 171 385 152 136 213
internal_value=0 0.000901062 -0.00236329 0.00697435 0.000146222 0.00161596 0.00872401 0.00298054 -0.00137245 -0.00826831
internal_weight=0 0.0127191 0.00827259 0.00444647 0.00727088 0.0033192 0.00224531 0.00624366 0.00425191 0.00297872
internal_count=3910 3686 2367 1319 1647 1216 1045 1270 501 365
is_linear=0
shrinkage=0.0714163


Tree=3192
num_leaves=14
num_cat=0
split_feature=133 40 48 4 43 14 1 47 3 15 48 3 3
split_gain=0.000133446 0.000116898 0.000122967 9.23043e-05 0.000116166 0.000130856 0.000209031 0.000176986 0.000125984 0.000187021 8.07339e-05 0.000136805 9.12342e-05
threshold=0.10681500000000001 -0.080519999999999994 0.12649500000000002 -0.23071499999999998 -0.079109999999999986 -0.13131999999999996 0.10113500000000002 0.096475000000000019 -0.100615 -0.017214999999999998 0.086125000000000021 0.084925000000000014 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 -6 10 -8 -5 -10 11 12 -7
right_child=-2 2 -4 4 5 6 7 -9 9 -11 -12 -13 -14
leaf_value=0.000447145941081958 -0.00087123511397436742 -0.0005804765491741555 -0.00084227900716584965 9.8755471550721375e-05 -0.00056362539969745135 0.00013035777057051438 0.00099898693088124567 -2.8668361931183521e-05 -0.0012836467419061811 -9.7464023977865416e-05 -0.00056702135828728441 0.00059447780288159351 -0.0006108673818236046
leaf_weight=0.0012102246885878432 0.0010169582968118885 0.0015965361477025515 0.0010238290183980916 0.0012475173256251589 0.0011906096985615901 0.0013523784994843157 0.0015701829646947198 0.0010927156969786911 0.0010244756774012171 0.0010196612096344719 0.0011246518269479389 0.0011500554001718233 0.0012093483522639468
leaf_count=235 545 232 96 158 134 740 280 93 460 328 173 63 373
internal_value=0 -0.000138467 -0.000187003 -0.000137594 -7.85801e-05 4.02454e-05 0.000136117 0.00057729 -0.000392279 -0.000691952 -0.000106789 3.26592e-05 -0.000219562
internal_weight=0 0.0158122 0.014602 0.0135781 0.0119816 0.00868994 0.00749933 0.0026629 0.00329165 0.00204414 0.00483643 0.00371178 0.00256173
internal_count=3910 3365 3130 3034 2802 1856 1722 373 946 788 1349 1176 1113
is_linear=0
shrinkage=0.00196078


Tree=3193
num_leaves=10
num_cat=0
split_feature=1 42 133 15 3 16 0 49 4
split_gain=3.17492e-05 5.92833e-05 4.96641e-05 9.34835e-05 9.04627e-05 0.000140994 8.61108e-05 0.000106196 3.98315e-05
threshold=0.12730000000000002 0.091955000000000023 0.083815000000000014 0.079360000000000014 -0.100615 -0.19424999999999998 -0.10131499999999999 -0.006494999999999999 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -4
right_child=-2 -3 8 -5 5 6 -8 -9 -10
leaf_value=0.01438378272488703 0.0077638398931676039 -0.013357688327779633 0.018326724618196944 -0.01699087551514902 -0.023927155396928031 -0.0039414819749205984 -0.012029850606072496 0.02054204800571478 0.00022587272023290658
leaf_weight=0.0016661447443927311 0.0018346485855118009 0.0015089983018577316 0.0010340986636371008 0.0014158847782058974 0.0010651196552458417 0.0014723668719254165 0.0012203920894281375 0.0014926982427714902 0.0010010489315800597
leaf_count=296 345 732 156 798 151 106 524 118 684
internal_value=0 -0.00137894 0.000364539 -0.00184796 0.00125187 -0.00291523 0.00243191 0.00838422 0.00942327
internal_weight=0 0.0118768 0.0103678 0.00833261 0.00691672 0.00525058 0.00418546 0.00296507 0.00203515
internal_count=3910 3565 2833 1993 1195 899 748 224 840
is_linear=0
shrinkage=0.0646839


Tree=3194
num_leaves=14
num_cat=0
split_feature=133 48 484 133 0 4 12 1 12 4 4 52 3
split_gain=0.000112274 0.000122047 0.000123104 0.000113344 0.000129241 0.000155895 0.000142977 0.000148263 0.00027798 0.000146918 0.000218403 0.000200193 0.000111408
threshold=0.10681500000000001 0.12675000000000003 -0.0043499999999999988 0.083815000000000014 -0.23029999999999998 0.40359500000000004 -0.036459999999999992 0.12864500000000004 0.098845000000000016 -1.0000000180025095e-35 -0.034289999999999994 -1.0000000180025095e-35 -0.089604999999999976
decision_type=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 11 -8 -13
right_child=-2 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.00058112525998982106 -0.0006398974080898313 -0.00060725824719590736 0.00055407803188882877 0.00055367831360172883 -0.00076438378455053076 0.00066373894934289085 -0.00069495483997281159 0.00065935969174362092 -0.0010117186325429956 -0.0004407393261542747 0.0010065654874630262 0.0007081004517890231 -0.00014454080781793805
leaf_weight=0.0010140669039525466 0.0010130817683845035 0.0010687839888663389 0.0015913866263546064 0.0018641147062601867 0.0011011123751242533 0.0010611290783824256 0.0010769372128265151 0.0010194956482825791 0.0011033003421433724 0.0017084171703711159 0.0010127048985493527 0.0012160050108197794 0.0010598795660692743
leaf_count=521 545 109 99 520 161 227 244 55 252 258 179 194 546
internal_value=0 2.01286e-05 6.53482e-05 0.000112803 4.40321e-05 -3.43231e-05 -0.00011399 -2.66195e-05 -0.00012406 3.71789e-05 0.000224209 -1.20987e-05 0.000311025
internal_weight=0 0.0158973 0.0148285 0.0138145 0.0119504 0.010359 0.00929785 0.00819674 0.00717724 0.00607394 0.00436553 0.00335282 0.00227588
internal_count=3910 3365 3256 2735 2215 2116 1889 1728 1673 1421 1163 984 740
is_linear=0
shrinkage=0.00192234


Tree=3195
num_leaves=13
num_cat=0
split_feature=403 484 160 1375 11 4 12 0 13 43 13 13
split_gain=0.000120897 9.48903e-05 7.76012e-05 0.000104614 9.70864e-05 9.46189e-05 0.000127341 0.000110253 0.000100281 0.000102398 7.95403e-05 9.59211e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.082234999999999989 -1.0000000180025095e-35 0.077330000000000024 -0.0010999999999999996 -0.023959999999999995 -0.083424999999999985 -0.082014999999999991 -0.074254999999999988 -0.070604999999999987 0.059170000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5 -8 -10 -9 -12
right_child=-2 2 3 4 -6 6 8 10 9 -11 11 -13
leaf_value=-0.00051857820511532003 -0.00067852149746956008 -0.00030226669852926967 -0.00041847121582634558 0.00085101222696347856 -0.00036151503542709959 -0.00057630369176564771 0.00073793608818698985 0.00057537033906375522 0.00048184713063985802 -0.00028254258584184535 -0.00039590452206888328 0.00043373223028334782
leaf_weight=0.0011567094793364209 0.0010089417023854711 0.001917697132404886 0.0012436516665439478 0.0016088760121913247 0.0011412104983274567 0.0010089344120457915 0.00100698491107655 0.0015461915522184348 0.0011087283799126497 0.0017175829545676984 0.0011448341607990077 0.0010071499832873809
leaf_count=585 343 603 94 448 205 257 108 209 104 241 581 132
internal_value=0 2.18138e-05 6.50662e-05 0.000121267 0.00018072 0.00024169 4.34893e-05 0.000422531 0.000206621 1.73184e-05 0.000236122 -7.62627e-06
internal_weight=0 0.0156086 0.0144518 0.0125341 0.0112905 0.0101493 0.00484223 0.00530705 0.0038333 0.00282631 0.00369818 0.00215198
internal_count=3910 3567 2982 2379 2285 2080 710 1370 453 345 922 713
is_linear=0
shrinkage=0.00196078


Tree=3196
num_leaves=13
num_cat=0
split_feature=403 124 133 48 50 47 1 12 160 52 4 3
split_gain=0.00017389 0.000144867 0.00012231 0.00013791 0.000221141 0.000140596 0.000213283 0.000174323 0.000185939 0.00015736 0.000169174 0.000133513
threshold=0.088015000000000024 0.0040150000000000003 0.099765000000000006 0.12675000000000003 0.086465000000000014 0.077065000000000008 0.11198000000000001 0.096055000000000015 -1.0000000180025095e-35 0.048490000000000012 0.0057500000000000008 -0.073984999999999981
decision_type=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 -7
right_child=-2 -3 -4 -5 -6 11 -8 -9 9 -11 -12 -13
leaf_value=-0.00024965457087537419 -0.00077319933504779498 0.000756106090962688 -0.00063516061363695587 -0.00063541402808653879 -0.00073954924738942355 0.00028471463495575604 0.00095578341357183561 -0.00061203493817871735 -0.00016255296564919434 0.00092463628880116761 0.00072289462738176879 -0.00055560493516373672
leaf_weight=0.0019897081710447458 0.0010892472456469409 0.0010074637249351944 0.0011206509390348359 0.0010888155466364244 0.0011359025018175687 0.0012402495107185999 0.0015079567008292978 0.0010038336882726602 0.0019844926266870937 0.0017967222430976607 0.0014255291572600956 0.0017563780463561761
leaf_count=489 343 92 558 97 469 203 305 242 455 369 144 144
internal_value=0 3.48647e-05 -1.04071e-05 3.64884e-05 8.93451e-05 0.000163454 0.000278052 0.000153423 0.000260197 0.000455032 0.0002076 -0.000207812
internal_weight=0 0.0170577 0.0160502 0.0149296 0.0138408 0.0127049 0.00970824 0.00820029 0.00719645 0.00520674 0.00341002 0.00299663
internal_count=3910 3567 3475 2917 2820 2351 2004 1699 1457 968 599 347
is_linear=0
shrinkage=0.00196078


Tree=3197
num_leaves=15
num_cat=0
split_feature=403 403 160 474 483 52 12 3 12 2 151 52 4 0
split_gain=0.00017584 0.00017919 0.000180854 0.000205034 0.000261597 0.00013822 0.00019713 0.000195498 0.000145773 0.000170718 0.000150779 0.000164683 0.000102223 5.67875e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 0.048490000000000012 0.091475000000000015 -0.013944999999999997 0.097345000000000015 0.086915000000000006 -0.0088999999999999982 -0.080899999999999986 0.05309500000000001 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 -7 9 12 -11 -12 -4 -10
right_child=-2 2 5 -5 -6 6 -8 -9 13 10 11 -13 -14 -15
leaf_value=-0.00075225827670493902 -0.00076227638650711417 -0.0011534819260021756 -0.00093033161608290481 0.00037461708745390755 9.9752329115925393e-05 0.0012670605721238908 -0.00016790851674303224 0.00018416321994526471 0.00018610557309590902 -0.00034333674165649508 -0.00011516019080744981 0.00077901122131308789 -0.00011521428795409558 0.00082391142334037901
leaf_weight=0.001012239478688867 0.0010935619456111509 0.0014056015971199273 0.001081206713557926 0.0011548805280852011 0.0010949780203656685 0.0014424434546281839 0.0011098629896716949 0.0010753411684228118 0.0010119904378965844 0.0015788976147492885 0.0013557863606609606 0.0017354118107663469 0.0011990875085538314 0.0010522499434595101
leaf_count=930 343 452 286 263 279 135 107 72 99 214 274 193 108 155
internal_value=0 3.2545e-05 8.12885e-05 -0.000295304 -0.000604704 0.000190179 0.000507035 0.000804557 6.26697e-05 -7.05505e-05 0.000139971 0.000386831 -0.000501704 0.000511228
internal_weight=0 0.01731 0.0162977 0.00365546 0.00250058 0.0126423 0.00362765 0.00251778 0.00901463 0.00695039 0.0046701 0.0030912 0.00228029 0.00206424
internal_count=3910 3567 2637 994 731 1643 314 207 1329 1075 681 467 394 254
is_linear=0
shrinkage=0.00192234


Tree=3198
num_leaves=11
num_cat=0
split_feature=484 1 52 0 13 0 3 48 16 43
split_gain=3.29612e-05 3.50516e-05 7.91073e-05 5.83785e-05 6.61415e-05 6.09863e-05 7.98896e-05 0.000108547 4.71773e-05 3.92699e-05
threshold=-1.0000000180025095e-35 0.13562500000000002 0.11588000000000002 -0.077944999999999987 -0.0016149999999999999 -0.099864999999999995 0.12046500000000002 0.084500000000000006 -0.19424999999999998 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 6 7 8 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.012073091631897473 0.0055915834566367395 0.01337364311448816 -0.016287237980835374 0.026876417919170996 -0.0018156114588844397 -0.013010640694709851 -0.01415468248474067 -0.0080957352513892633 0.025290477657241475 0.0075049070200905706
leaf_weight=0.0010568098822493774 0.0011278525955399615 0.0010007127527151575 0.0013408167627823727 0.0010314535818109196 0.0015803099849343357 0.001820472828725328 0.0011629539855084955 0.0014856479070152993 0.0012638635374288285 0.0010206452439157059
leaf_count=627 148 230 479 194 361 1157 86 170 167 291
internal_value=0 0.000791087 -0.000272924 0.00177338 0.00895064 -0.00202659 0.00194066 0.0067682 0.0160011 0.0172417
internal_weight=0 0.0128347 0.011834 0.0104932 0.00363241 0.00686079 0.00504032 0.00387736 0.00239172 0.0020521
internal_count=3910 3283 3053 2574 846 1728 571 485 315 485
is_linear=0
shrinkage=0.0700159


Tree=3199
num_leaves=12
num_cat=0
split_feature=52 1 52 16 0 12 159 12 48 0 3
split_gain=3.16439e-05 5.53981e-05 0.000103576 6.49071e-05 0.000124371 5.72024e-05 6.17697e-05 6.94493e-05 9.60471e-05 9.87745e-05 6.66722e-05
threshold=-0.27466499999999994 0.10113500000000002 -0.062489999999999997 -0.12467499999999999 -0.16443499999999997 0.099370000000000014 0.082325000000000023 0.085185000000000025 0.085845000000000019 -0.10131499999999999 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 7 8 9 -2 -9
right_child=1 2 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.010423940866260174 0.016529304397607733 0.023961364023435853 -0.0089703153313796316 -0.011442761988613312 0.023303140120411302 -0.017736109988858731 -0.016099734979873544 0.02325726470521574 -0.021027629544293373 -0.010744079306889786 -0.0007877950693665341
leaf_weight=0.0012849272642138582 0.0013329355670704951 0.0012202627492416823 0.0010812355098297685 0.0012985863483081718 0.0011730079519948933 0.0010321379360125399 0.0010030955897485519 0.0011609168488573721 0.0010460440287745985 0.0011792336285846128 0.0010214328756347536
leaf_count=425 125 259 123 205 262 328 355 548 146 375 759
internal_value=0 0.000886275 0.00670749 0.000781442 0.00782335 -0.00268702 -0.00038371 0.00236248 -0.00355041 0.00372695 0.0120031
internal_weight=0 0.0125489 0.00477309 0.00355283 0.00225424 0.0077758 0.00674366 0.00574056 0.00355821 0.00251217 0.00218235
internal_count=3910 3485 849 590 385 2636 2308 1953 646 500 1307
is_linear=0
shrinkage=0.0686431


Tree=3200
num_leaves=10
num_cat=0
split_feature=157 42 43 42 49 48 16 43 4
split_gain=3.30236e-05 5.69306e-05 6.25978e-05 7.68289e-05 5.93192e-05 0.000126482 0.000183224 3.87625e-05 2.34485e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.088465000000000002 0.093425000000000022 0.084670000000000009 -0.088144999999999987 -0.17307499999999998 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 6 -4 -2 -8
right_child=1 2 4 -5 -6 -7 8 -9 -10
leaf_value=-0.0075732280377205424 -9.3395008506643736e-05 0.021187248878757992 0.016620863983189838 0.002465121396286719 0.01238571534629297 -0.015456652960539738 -0.002523849206927508 -0.015247171528634298 -0.014502491570585616
leaf_weight=0.001717576704368705 0.0011646286835658697 0.0011723787233891099 0.0018045354792774124 0.0018869750196517775 0.0010350862057681067 0.0017428137844166802 0.0011448701645774681 0.0010671456482194063 0.0010189637713081956
leaf_count=703 159 427 373 528 142 188 458 818 114
internal_value=0 0.000940364 0.00282483 0.00963965 -0.000265604 -0.00255851 0.00310605 -0.00733933 -0.00816467
internal_weight=0 0.0120374 0.00980562 0.00305935 0.00674627 0.00571118 0.00396837 0.00223177 0.00216383
internal_count=3910 3207 2230 955 1275 1133 945 977 572
is_linear=0
shrinkage=0.0574375


Tree=3201
num_leaves=10
num_cat=0
split_feature=1 4 39 16 51 151 2 13 4
split_gain=3.1638e-05 5.61272e-05 5.29575e-05 7.86833e-05 0.000141349 8.34333e-05 0.000111026 4.41593e-05 2.7159e-05
threshold=0.085835000000000009 -0.083329999999999987 0.005105000000000001 -0.055679999999999993 -0.024374999999999997 -0.0088999999999999982 0.090420000000000014 0.0015650000000000002 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -2 -7 -1 -3
right_child=2 8 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0055244226139556261 -0.010109059145401205 -0.020475480046104493 0.014346653087987292 0.0032083348367882444 -0.02971280125857945 0.00010525125526551737 0.025531511746400091 0.011720763431969271 -0.0055588211001272921
leaf_weight=0.0015816599488127202 0.0011891080171256181 0.0010476836661443439 0.001457918243494844 0.001585776771519512 0.0010033367339707874 0.0018712526762765342 0.0014257386072663771 0.0012546397029502832 0.0012750929866576781
leaf_count=402 144 1108 372 336 298 394 166 154 536
internal_value=0 -0.00437525 0.00243398 -2.07473e-05 -0.00954931 0.00547858 0.0111005 0.002104 -0.0122869
internal_weight=0 0.00515908 0.00853313 0.00707521 0.00258911 0.0044861 0.00329699 0.0028363 0.00232278
internal_count=3910 2200 1710 1338 634 704 560 556 1644
is_linear=0
shrinkage=0.0686431


Tree=3202
num_leaves=15
num_cat=0
split_feature=14 403 48 42 42 457 47 1 15 16 0 15 12 13
split_gain=0.000157544 0.00014708 0.000130076 0.000117226 0.000149002 0.000132965 9.45666e-05 0.000291673 0.000130199 0.000113936 0.000227019 0.000145838 0.00012233 0.000281434
threshold=0.020750000000000005 0.088015000000000024 0.12675000000000003 -0.10770999999999999 -0.088669999999999985 0.088175000000000017 0.087850000000000025 0.11198000000000001 -0.10192499999999999 0.0032450000000000005 0.13167000000000004 -0.09547499999999999 0.086935000000000012 -0.0010249999999999997
decision_type=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 -6 13 -13
right_child=-2 -3 -4 4 5 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.0004800539180157689 -0.00077104652161466515 -0.00067505091967708694 -0.00055095751242172509 0.00088115801912195862 0.0007329007154788246 0.00071179169422038401 -0.00068300402783065279 0.00094092756453190943 0.00019157979829077202 -0.00072160382370860753 0.00040981372191957 0.00099139098874276277 -0.000582897814776797 -0.00040761149137767959
leaf_weight=0.0011508628540574913 0.0010077862863470668 0.001078526057714582 0.0011927551560107904 0.0010505393595886059 0.0013121774781745901 0.001286042513746412 0.0014184711485309819 0.0014733578352769576 0.0012149811311398242 0.0018888360859644761 0.0010669894295742559 0.0010052490711760982 0.0010754852870718751 0.0012284055886733281
leaf_count=187 153 334 123 202 175 162 155 322 194 537 39 476 753 98
internal_value=0 2.62927e-05 7.25168e-05 0.000121533 0.000170914 0.000113386 4.75202e-05 0.000142675 -0.000279502 -1.25435e-05 -0.000313186 0.00017975 -3.9592e-05 0.000222005
internal_weight=0 0.0174427 0.0163642 0.0151714 0.0140205 0.01297 0.011684 0.0090505 0.00263345 0.00757714 0.00295583 0.00462132 0.00330914 0.00223365
internal_count=3910 3757 3423 3300 3113 2911 2749 2400 349 2078 576 1502 1327 574
is_linear=0
shrinkage=0.00196078


Tree=3203
num_leaves=13
num_cat=0
split_feature=403 48 158 14 49 457 0 160 15 42 43 12
split_gain=0.000123082 0.000107717 9.2632e-05 0.000135333 0.000152731 0.0001092 0.000108994 6.37705e-05 9.8158e-05 0.000118226 0.000258198 0.000109086
threshold=0.088015000000000024 0.12675000000000003 0.085745000000000002 -0.13131999999999996 0.090445000000000011 -0.0034949999999999994 -0.15291499999999997 0.031805000000000007 -0.07142999999999998 0.091230000000000019 0.0016850000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8 10 11 -10
right_child=-2 -3 -4 4 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.00051380156328843167 -0.00068245193484609825 -0.00056232356036854658 -0.00049109757353410846 -0.00049828575587307778 0.00089343596042022028 0.00063067901744120417 -0.00044029300574763595 0.00050549903194052766 3.6577515807723403e-05 0.00060056972856853072 0.00067957216548760195 -0.00068796979950212008
leaf_weight=0.0012050475434546197 0.0010023092176451578 0.0011121024967363389 0.0010485146323831055 0.0010358196765635182 0.0010407141643642695 0.0016551926224240157 0.0014637826386222604 0.001181318803950733 0.0015487614423910861 0.0015119149127489377 0.0013721909180489452 0.0016500547658187294
leaf_count=148 343 125 374 270 399 159 401 236 165 366 190 734
internal_value=0 2.60827e-05 7.05573e-05 0.000113654 0.000174338 0.000108801 0.000169363 8.18785e-05 1.55673e-05 0.000125265 -3.19482e-05 -0.000337168
internal_weight=0 0.0158254 0.0147133 0.0136648 0.0124597 0.011419 0.0103832 0.00872802 0.0075467 0.00608292 0.00457101 0.00319882
internal_count=3910 3567 3442 3068 2920 2521 2251 2092 1856 1455 1089 899
is_linear=0
shrinkage=0.00196078


Tree=3204
num_leaves=14
num_cat=0
split_feature=403 48 158 50 43 4 43 457 42 15 13 4 4
split_gain=0.000142406 0.000109938 0.000124265 0.000136915 0.000127756 0.000156753 0.000190406 0.000169266 0.000198177 0.000116343 0.000257367 0.000134421 4.86456e-05
threshold=0.088015000000000024 0.12675000000000003 0.085745000000000002 0.086465000000000014 0.00093000000000000016 -0.034289999999999994 -0.083254999999999982 -0.0034949999999999994 -1.0000000180025095e-35 -0.095799999999999982 -0.071149999999999977 0.27020000000000005 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -9 11 -11 -10 -6
right_child=-2 -3 -4 -5 12 7 -8 8 9 10 -12 -13 -14
leaf_value=0.00021545265529844469 -0.00073027218222217443 -0.00056547774648549461 -0.00055789328937476553 -0.00050141609203881892 0.00081306723975732218 -0.00051138810780680492 -0.0008279789484303985 -0.00035970193991683889 -0.0002154510378328636 2.8387311208110712e-05 0.0012540925624983873 0.0007120732511009364 0.00025520688449072947
leaf_weight=0.001317276972233529 0.0010039334876852856 0.0011064027245918503 0.0011044635600085092 0.0012211707624237697 0.0014673061599755899 0.0010100206478487056 0.0013734041510257691 0.0012198558986579273 0.0013294482568388601 0.0010595251261488079 0.0017406755413767907 0.0010959357274298422 0.0010178543044776023
leaf_count=246 343 125 374 587 63 172 697 208 137 307 170 158 323
internal_value=0 3.09408e-05 7.50594e-05 0.000125525 0.000186137 8.85425e-05 -0.000317146 0.000234956 0.00035191 0.000518028 0.000790317 0.000203661 0.000584583
internal_weight=0 0.0160633 0.0149569 0.0138525 0.0126313 0.0101461 0.00269068 0.00745546 0.00644544 0.00522558 0.0028002 0.00242538 0.00248516
internal_count=3910 3567 3442 3068 2481 2095 943 1152 980 772 477 295 386
is_linear=0
shrinkage=0.00196078


Tree=3205
num_leaves=11
num_cat=0
split_feature=41 13 39 4 4 457 15 47 1 1
split_gain=3.20507e-05 4.22959e-05 0.000100394 0.000150136 7.49841e-05 0.000104204 0.00014858 8.99937e-05 5.79713e-05 5.6126e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.23071499999999998 -0.083329999999999987 0.081330000000000013 1.0000000180025095e-35 0.09252500000000001 0.095575000000000007 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -5 6 7 8 -6 -1
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=0.00034385529049008908 -0.011931540220637858 -0.029002744801959718 0.014696402615325149 0.015315932430432524 -0.0074929007666771283 0.010381052423705074 -0.032569142474366715 -0.019083781737882281 0.01362740080714708 0.020502743082486292
leaf_weight=0.0016293547923069418 0.001007164121072269 0.0010129660013510622 0.0015693523332946423 0.0011456637605157111 0.00107749212716093 0.0017721121062377124 0.0010031809662409911 0.001096303652378523 0.0014185459108471046 0.0010835254417719967
leaf_count=170 224 226 372 450 808 192 832 261 162 213
internal_value=0 0.000785965 -0.00125881 -0.00419554 -0.00085096 -0.0037597 -0.00921262 -0.00269019 0.00451017 0.00839532
internal_weight=0 0.0128085 0.0100956 0.00852626 0.0075133 0.00636763 0.00459552 0.00359234 0.00249604 0.00271288
internal_count=3910 3686 3303 2931 2705 2255 2063 1231 970 383
is_linear=0
shrinkage=0.0686431


Tree=3206
num_leaves=12
num_cat=0
split_feature=403 484 160 42 4 52 12 2 47 4 4
split_gain=0.0001339 0.000129755 0.000104766 0.00010963 0.000131516 0.000165168 0.000167762 0.000134644 0.000198601 0.000220876 6.02702e-05
threshold=0.087440000000000004 -0.0043499999999999988 -0.082234999999999989 -0.09602999999999999 -0.00072999999999999985 -0.088354999999999989 0.086935000000000012 0.12068000000000001 0.09252500000000001 0.05309500000000001 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 10 8 9 -6 -7
right_child=-2 2 3 4 7 6 -8 -9 -10 -11 -12
leaf_value=-0.00059257731261029415 -0.00070779772425713042 -0.00034183129148957376 -0.00041572491156085812 -0.00011814361652238833 -0.00012540977731043948 0.00066043058167237936 0.00015621875600728373 -0.00060767005684587516 -0.0004735299194004962 0.00086396094819667796 0.0012885706228945404
leaf_weight=0.0011947915744810389 0.0010076262512593677 0.0019717748275040132 0.0012201416541689535 0.0015862378719191548 0.0016503750528177978 0.0012029442740940019 0.0016835774487119134 0.0011342727980525446 0.0014290549806412131 0.0018289509603287993 0.0011475058714421737
leaf_count=585 349 602 197 422 160 135 619 208 117 281 235
internal_value=0 2.90753e-05 7.90755e-05 0.000143496 0.000202 0.000417899 0.000628679 1.19238e-06 0.000141894 0.000394665 0.000967093
internal_weight=0 0.0160496 0.0148548 0.0128831 0.0116629 0.00562027 0.00403403 0.00604265 0.00490838 0.00347933 0.00235045
internal_count=3910 3561 2976 2374 2177 1411 989 766 558 441 370
is_linear=0
shrinkage=0.00196078


Tree=3207
num_leaves=12
num_cat=0
split_feature=14 4 49 4 4 42 3 3 457 4 12
split_gain=3.60718e-05 5.5768e-05 6.31871e-05 3.61301e-05 0.000121725 7.10612e-05 0.000141394 0.000150093 5.55994e-05 0.000123006 4.29063e-05
threshold=-0.13131999999999996 0.28937500000000005 0.090445000000000011 -1.0000000180025095e-35 -0.034289999999999994 0.086325000000000013 -0.089974999999999986 0.045635000000000002 0.085130000000000025 0.070230000000000015 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 -5 -11
right_child=1 -3 -4 8 -6 -7 7 -9 -10 10 -12
leaf_value=-0.011452250672372478 -0.019339556108391141 0.015417904167192074 0.014760983321562395 -0.028044251021222565 0.016785301046818364 -0.018826362606074846 0.024481358456965117 -0.0067548513506668177 0.0057473889560514012 -0.010502008109896915 0.0080539322981298487
leaf_weight=0.0010846113073005237 0.0010827303460572246 0.0010102652609232056 0.0010443805132679474 0.0011252209450016383 0.0015765930918820083 0.0010485585548002121 0.0012594535499607252 0.0013163186469100918 0.0011540523470086328 0.001076225562728776 0.0010112820746721344
leaf_count=172 408 306 518 320 620 704 456 146 69 103 88
internal_value=0 0.000837181 -0.000422386 -0.00191127 0.0012294 -0.00398093 0.000273902 0.00851845 -0.00643058 -0.0108051 -0.00151268
internal_weight=0 0.0127051 0.0116948 0.0106504 0.00628365 0.00470706 0.0036585 0.00257577 0.00436678 0.00321273 0.00208751
internal_count=3910 3738 3432 2914 2334 1714 1010 602 580 511 191
is_linear=0
shrinkage=0.0646839


Tree=3208
num_leaves=11
num_cat=0
split_feature=11 3 1 13 12 457 15 0 15 3
split_gain=2.94877e-05 4.10237e-05 4.61803e-05 8.55022e-05 6.34807e-05 7.7581e-05 6.42766e-05 0.000126735 6.20879e-05 8.12636e-05
threshold=0.079700000000000007 -0.12008499999999998 0.088010000000000019 -0.080814999999999984 -1.0000000180025095e-35 0.081330000000000013 -0.053579999999999996 -0.11756999999999999 -1.0000000180025095e-35 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 6 7 -6 -3 -10
right_child=-2 2 3 4 5 -7 -8 -9 9 -11
leaf_value=0.011423104871797516 -0.010563927207277448 -0.017513981638271371 0.01687544382876411 0.013909678957224806 -0.017844619139640281 0.010952895824882064 -0.021778090108940707 0.013326317472854097 -0.014360174737149144 0.0085648294800668365
leaf_weight=0.0014006135563585089 0.0010838138494202185 0.0013764567777396755 0.0014690937883769508 0.0010129168748139652 0.0011725575039294167 0.0010934682014834829 0.0011708427645255566 0.0011008705356498824 0.0011072343629850412 0.0017166043352715532
leaf_count=192 254 1021 422 237 74 78 362 166 913 191
internal_value=0 0.000776509 -0.00055252 0.00272169 -0.00102439 -0.00435798 -0.00921879 -0.0027506 -0.00602455 -0.000424123
internal_weight=0 0.0126207 0.01122 0.00701975 0.00555066 0.00453774 0.00344427 0.00227343 0.0042003 0.00282384
internal_count=3910 3656 3464 1339 917 680 602 240 2125 1104
is_linear=0
shrinkage=0.0659776


Tree=3209
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 52 4 13 0
split_gain=3.05706e-05 8.28882e-05 0.000108703 0.000131725 8.95956e-05 7.33805e-05 0.000174834 8.77201e-05 4.64369e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.094010000000000024 -0.0066199999999999991 -0.0031049999999999997 -0.0038299999999999996 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -9
right_child=-2 -3 3 -5 -6 7 -8 8 -10
leaf_value=-0.018835427038845037 -0.011094274436831168 0.016140712583179277 -0.026963992327558257 0.01795243458944179 -0.015260829472884294 -0.0050938592281040158 0.010616431444220462 0.0067865000960124003 0.027228630830123415
leaf_weight=0.0014319928784349003 0.0010985861695686867 0.0014736595726827879 0.0011361799191960962 0.0018401993995591642 0.0019376969600463957 0.0014286020631846543 0.0011987213033340439 0.0010514232295439491 0.0010430326768590152
leaf_count=275 161 388 576 130 757 1080 180 99 264
internal_value=0 0.000847414 -0.00118886 0.00143362 -0.00246572 0.00176664 -0.00767048 0.00802108 0.0169666
internal_weight=0 0.0125415 0.0110678 0.00963586 0.00779566 0.00585796 0.0023349 0.00352306 0.00209446
internal_count=3910 3749 3361 3086 2956 2199 756 1443 363
is_linear=0
shrinkage=0.0686431


Tree=3210
num_leaves=11
num_cat=0
split_feature=14 15 42 43 0 0 16 1 0 16
split_gain=3.10192e-05 4.45526e-05 6.0561e-05 0.00012849 6.47027e-05 7.48748e-05 7.35179e-05 0.000160161 0.000101943 5.36131e-05
threshold=-0.13131999999999996 -0.106555 -0.09602999999999999 -0.17307499999999998 -0.082604999999999998 -0.055084999999999988 -0.27337499999999998 0.095575000000000007 -0.089879999999999974 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 8 -8 -7
right_child=1 2 3 4 5 9 7 -9 -10 -11
leaf_value=-0.009849326795408439 0.0093106735684781641 -0.014646519243023728 0.020504379283650433 -0.011794035214459849 -0.021266888802426644 0.007678265871385012 -0.01090717260262431 0.023170455222094186 0.013040723489120214 -0.010086709765173774
leaf_weight=0.0010711845582301567 0.0018482939479488548 0.0010120153279169217 0.0010451018856996756 0.0010108777253649767 0.0010519611556289565 0.0010891957990350574 0.0017232417618341009 0.0013355430525415074 0.0010049355876590479 0.0013692833210896414
leaf_count=172 507 269 132 169 976 203 396 134 682 270
internal_value=0 0.000746759 -0.000740593 0.000720758 -0.00168761 -0.00792504 0.00262724 0.00621463 -0.00208586 -0.00221618
internal_weight=0 0.0124904 0.0106422 0.00963014 0.00858504 0.00351044 0.0050746 0.00406372 0.00272818 0.00245848
internal_count=3910 3738 3231 2962 2830 1449 1381 1212 1078 473
is_linear=0
shrinkage=0.0597579


Tree=3211
num_leaves=11
num_cat=0
split_feature=484 3 160 13 13 0 0 0 16 12
split_gain=2.90031e-05 4.53782e-05 4.39137e-05 8.80632e-05 8.05472e-05 4.72501e-05 0.000161923 0.000118701 9.11285e-05 2.20245e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.082234999999999989 -0.083514999999999992 -0.13934999999999997 -0.053834999999999994 -0.07773999999999999 -0.10131499999999999 -0.19424999999999998 0.095000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 6 7 8 -5 -4
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11
leaf_value=-0.010171893815988372 0.012895374451027021 -0.010465914204837503 -0.0051874803166764571 -0.014826821238817728 0.020665424619859426 -0.013025627375934915 0.021995571034351902 -0.024436532042835912 0.007972265171709363 0.0077521673383441625
leaf_weight=0.0010184111019031 0.0010839606158974538 0.0014647328506161529 0.0010220650461574806 0.0010250256447048144 0.0013906202167833642 0.0014620887409100662 0.0010050482558527519 0.0010028242798783178 0.0019996671249362897 0.0010118106731360973
leaf_count=627 225 596 178 143 443 309 408 762 164 55
internal_value=0 0.000740168 -0.000417238 0.00106662 0.00913406 -0.00318717 -0.000328845 -0.0058998 0.000245977 0.00124972
internal_weight=0 0.0124678 0.0113839 0.00991915 0.0034245 0.00649465 0.00503257 0.00402752 0.00302469 0.00203388
internal_count=3910 3283 3058 2462 676 1786 1477 1069 307 233
is_linear=0
shrinkage=0.0621721


Tree=3212
num_leaves=13
num_cat=0
split_feature=14 124 484 3 157 13 3 15 3 1 12 1
split_gain=0.000199406 0.00012706 0.000139223 0.000143947 0.00011862 0.000105624 0.000123136 0.000128546 0.000220848 0.000160304 0.00013472 8.84517e-05
threshold=0.020750000000000005 -0.061329999999999989 -0.0043499999999999988 -0.15464999999999998 -0.077534999999999979 -0.094679999999999986 0.11265500000000002 -0.016339999999999997 -0.082139999999999977 0.094890000000000016 0.090840000000000018 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 11 7 9 -9 -7 -11 -6
right_child=-2 2 3 4 5 6 -8 8 -10 10 -12 -13
leaf_value=0.00056589419966995066 -0.00083022981437940986 -0.00069259432828402826 0.00065520718624799423 0.0005493853842953385 -4.5933972488754349e-05 -0.00028833027738016197 -0.00063781031843217445 2.1958199719178613e-05 -0.0010150030307496392 0.00081875217035500133 -7.9985287671194511e-05 0.00057522312480494527
leaf_weight=0.0014652458425172639 0.001000989613311974 0.0010062040021127103 0.001208528247083846 0.0011735404859519729 0.0019951503948895813 0.001822128670125676 0.0017155478331192242 0.0019350631037442676 0.0011709417895904145 0.001443609253400703 0.0010047173327990544 0.0013757131062923141
leaf_count=301 153 566 170 290 143 517 101 705 552 124 106 182
internal_value=0 3.4912e-05 -1.41709e-05 3.18133e-05 -2.3435e-05 -7.73735e-05 -0.000183017 -7.72455e-05 -0.000368969 0.000134932 0.000449938 0.000207572
internal_weight=0 0.0173164 0.0158511 0.0148449 0.0136364 0.0124629 0.00909201 0.00737646 0.003106 0.00427046 0.00244833 0.00337086
internal_count=3910 3757 3456 2890 2720 2430 2105 2004 1257 747 230 325
is_linear=0
shrinkage=0.00188464


Tree=3213
num_leaves=11
num_cat=0
split_feature=49 151 151 4 2 42 3 52 2 15
split_gain=3.06323e-05 8.17255e-05 6.44723e-05 9.46232e-05 0.000120426 0.000107466 7.47516e-05 0.000102103 5.09818e-05 9.48313e-05
threshold=-0.047894999999999993 -0.039414999999999999 -0.03268999999999999 0.40359500000000004 0.11339500000000001 0.091955000000000023 -0.078884999999999997 0.048490000000000012 0.099015000000000006 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4 9 -8
right_child=2 -3 3 -5 -6 -7 8 -9 -10 -11
leaf_value=0.018933689097299426 -0.016152773265533375 -0.0037217577610233481 -0.019104956287964679 0.018322420368131215 -0.0230232916860716 -0.019002690211933269 -0.010895106868112547 0.0094870472240307386 0.023151217886614821 0.015029578899588236
leaf_weight=0.0012610945853517015 0.0012469870049260359 0.0016841368651227483 0.0011737467096483959 0.001138013999721822 0.001107447780278983 0.0010513026516773471 0.0010159744770333609 0.0010917939061043536 0.0010021408728339079 0.0017223334230839211
leaf_count=250 388 255 725 300 284 516 191 639 136 226
internal_value=0 0.00597889 -0.00178343 0.00014271 -0.00239121 0.000846432 0.00432087 -0.00532609 0.0101639 0.00541093
internal_weight=0 0.00294523 0.0105497 0.00930275 0.00816474 0.00705729 0.00600599 0.00226554 0.00374045 0.00273831
internal_count=3910 505 3405 3017 2717 2433 1917 1364 553 417
is_linear=0
shrinkage=0.0672971


Tree=3214
num_leaves=13
num_cat=0
split_feature=133 48 158 50 52 16 4 47 0 3 4 4
split_gain=0.000150731 0.000118882 0.000104822 0.000192916 0.000128825 0.000165362 0.000131153 0.000166645 0.000119378 0.000114321 5.45547e-05 4.10681e-05
threshold=0.10681500000000001 0.12675000000000003 0.084965000000000027 0.086465000000000014 -0.27466499999999994 0.20277000000000003 0.0057500000000000008 0.088670000000000013 -0.18087499999999998 -0.082139999999999977 -0.0065549999999999992 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 -8 11 -11 -6
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00036172574421445723 -0.00072985383487133117 -0.00058374472004868048 -0.00050685626282672379 -0.00056283017342172691 -1.0591970897610144e-05 0.00085111054036986092 0.0011952098422635135 -7.4738300935979574e-05 0.00039061119991423379 -0.00010317895902217577 -0.00068111601328778206 0.00051452905496823938
leaf_weight=0.0013534771946728382 0.0010214802839992937 0.0010797041957861788 0.0010549950471071866 0.0013685056280216155 0.0010527921441542665 0.0015391553399757537 0.0010497128806152833 0.0017438604593999515 0.0019423150962879806 0.0014984181641073471 0.0010106865234387956 0.0011532119682257577
leaf_count=338 545 109 373 523 282 115 81 103 379 465 163 434
internal_value=0 3.20164e-05 7.7038e-05 0.000121962 0.000197883 0.000266801 0.000171643 0.000397599 0.000672894 -5.53095e-05 -0.000335976 0.000263921
internal_weight=0 0.0158468 0.0147671 0.0137121 0.0123436 0.0109902 0.009451 0.00473589 0.00299203 0.00471511 0.0025091 0.002206
internal_count=3910 3365 3256 2883 2360 2022 1907 563 460 1344 628 716
is_linear=0
shrinkage=0.00192234


Tree=3215
num_leaves=14
num_cat=0
split_feature=484 403 1374 160 1 2 457 151 2 15 42 12 13
split_gain=0.000138664 0.000146292 0.000110457 0.000112749 0.000133233 0.000171651 9.48827e-05 0.000121374 0.000115483 0.000146079 0.000153949 0.000158843 7.52588e-05
threshold=-0.0043499999999999988 0.088015000000000024 -0.049459999999999997 -0.217635 0.13562500000000002 0.12663500000000003 0.041935000000000007 -0.0017399999999999998 0.097360000000000016 -0.064869999999999983 0.088825000000000015 0.084100000000000022 -0.089189999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 -9 11 -11 -10
right_child=1 -3 3 4 -6 -7 -8 8 12 10 -12 -13 -14
leaf_value=-0.00065410630056903949 -0.00054554029240282966 -0.00068580344156151816 -0.00050735098538296788 -0.00048949454993957048 0.00084103561300570269 -0.00062601826756751458 0.00063859385068585793 -0.00045822400336530513 0.00083708738502910433 0.00040414190895363415 0.00086680591498089542 -0.00055183739515257744 0.00022863766348194626
leaf_weight=0.001227894862244088 0.0010257016299799479 0.0010327694962909304 0.0010228816254218018 0.0011376806403593934 0.0010429766006367575 0.0011056265985240213 0.0015237345039075751 0.0017012917928343322 0.0013616583028993948 0.0015286033993570322 0.0010617171294325248 0.0011872484661783114 0.0018345997070073027
leaf_count=612 81 316 396 198 174 154 211 274 78 159 305 566 386
internal_value=0 2.87942e-05 7.63047e-05 0.000120268 0.000167875 0.000111447 0.00018337 0.000112683 0.000191654 1.88606e-05 0.000233724 -1.37693e-05 0.000487847
internal_weight=0 0.0165665 0.0155337 0.014508 0.0134851 0.0124422 0.0113365 0.0098128 0.00867512 0.00547886 0.00377757 0.00271585 0.00319626
internal_count=3910 3298 2982 2901 2505 2331 2177 1966 1768 1304 1030 725 464
is_linear=0
shrinkage=0.00196078


Tree=3216
num_leaves=10
num_cat=0
split_feature=11 3 13 3 43 13 52 0 16
split_gain=3.03887e-05 4.78374e-05 4.82249e-05 6.98931e-05 5.02027e-05 5.21123e-05 7.30994e-05 0.000124999 2.61838e-05
threshold=0.077330000000000024 -0.12008499999999998 0.23436000000000004 -0.078884999999999997 -0.044024999999999988 -0.09547499999999999 -0.07125999999999999 -0.15137999999999999 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -7 -8 -6
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=0.016273019744833007 -0.011983481920464266 -0.016007357508266064 0.016177521730104796 0.013803459666647764 0.017794472403111841 -0.021569736288230196 0.013745424515308378 -0.019644003840905401 -0.00044979361095288505
leaf_weight=0.0012123057128923071 0.0012655253470985244 0.0019279066211850574 0.0010121707510024171 0.0015978925651617152 0.0010067923480717635 0.0014807358756372857 0.0017949978029515035 0.0012169342991777883 0.0010287844274721597
leaf_count=168 279 1672 127 620 193 199 153 429 70
internal_value=0 0.00110592 -0.000555634 -0.00224021 0.00102601 -0.00210147 -0.00693831 0.000254835 0.00857379
internal_weight=0 0.0122785 0.0110662 0.010054 0.00812614 0.00652824 0.00449267 0.00301193 0.00203558
internal_count=3910 3631 3463 3336 1664 1044 781 582 263
is_linear=0
shrinkage=0.0804263


Tree=3217
num_leaves=14
num_cat=0
split_feature=403 484 160 42 156 4 2 47 4 3 48 13 52
split_gain=0.000163465 9.49761e-05 8.10595e-05 8.47334e-05 9.76798e-05 0.000104602 0.000117559 0.000154955 0.000283229 0.000141799 0.0001365 8.8756e-05 8.73084e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.098319999999999991 -0.09602999999999999 0.090135000000000007 -0.083329999999999987 0.12068000000000001 0.09252500000000001 0.05309500000000001 0.090325000000000003 0.085575000000000012 -0.13934999999999997 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 7 8 9 10 -7 -5 -13
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.00050625386083677222 -0.00076672398745332828 -0.00039404067794102321 -0.00037029625626925657 3.6943405881957962e-05 -0.00040989499502404813 -0.0006167326281329063 -0.00046660546719749178 -0.00033640010001767035 0.0010761921260188216 0.00056331774170056579 0.00033385135250068736 0.00033964847138499604 0.0011143511034905841
leaf_weight=0.0011591560441020733 0.0010428245692120182 0.0012865393819417497 0.0012286675256749655 0.0010110897026763821 0.0010259336879666165 0.0013824349955176085 0.0011896099567976666 0.001591329460678359 0.0015210219106307253 0.00143162711978434 0.0010015433279560657 0.0010907534067286411 0.0011479105654995103
leaf_count=585 343 466 202 45 283 753 210 163 257 69 168 175 191
internal_value=0 3.43843e-05 7.64198e-05 0.000120853 0.000169546 0.000221842 0.000102832 0.000200611 0.000360742 7.5541e-05 -0.000217379 0.000519117 0.00073689
internal_weight=0 0.0160676 0.0149085 0.0136219 0.0123933 0.0113673 0.00811757 0.00692796 0.00533663 0.00381561 0.00238398 0.00324975 0.00223866
internal_count=3910 3567 2982 2516 2314 2031 1620 1410 1247 990 921 411 366
is_linear=0
shrinkage=0.00196078


Tree=3218
num_leaves=15
num_cat=0
split_feature=403 403 1374 457 484 3 11 39 2 133 3 49 2 52
split_gain=0.000188261 0.000179031 0.000102009 0.000153207 0.000185633 0.000196105 0.000141297 0.000101692 9.53607e-05 0.000118353 0.000104739 7.04976e-05 9.02281e-05 3.40436e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 -0.049459999999999997 0.088055000000000008 -0.0043499999999999988 0.090325000000000003 0.08184000000000001 0.005105000000000001 0.083585000000000007 0.0035300000000000006 -0.074234999999999982 -1.0000000180025095e-35 0.11260500000000001 0.081680000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 10 13 -6 -7 -13 -10
right_child=-2 2 3 -5 5 11 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00076623872281730235 -0.00081657564141036389 -0.00050201807871335291 -0.00071639850189375109 0.00085109202041291747 0.00035123739622118679 -0.00063359461181915753 -0.00036971885714995637 0.00093458987311936597 0.00056487607790640037 -2.1194763088718469e-05 -0.00043525763523354663 -0.00036447887378140395 0.00028627435786984193 0.0010498804450588012
leaf_weight=0.0010085620271760116 0.0010627168875280346 0.0010577908018252159 0.0010567488192528137 0.001047399977080375 0.0016403389695949129 0.0010710505911978863 0.001006322536637301 0.0012043772963279808 0.0012103702388052834 0.0010079948024815238 0.0010793445157124878 0.0017185122508983726 0.0015652796958979184 0.0010298619896038485
leaf_count=930 343 83 496 137 256 90 190 314 195 366 114 110 119 167
internal_value=0 3.45518e-05 8.60094e-05 0.000128503 7.28133e-05 0.000139355 0.000318327 0.000414865 0.00030998 0.000536778 3.91058e-05 -0.000196763 -5.42854e-05 0.000787838
internal_weight=0 0.016704 0.0156954 0.0146376 0.0135902 0.0125335 0.00817861 0.00717229 0.00596791 0.00324823 0.00271968 0.00435484 0.00328379 0.00224023
internal_count=3910 3567 2637 2554 2417 1921 1602 1412 1098 728 370 319 229 362
is_linear=0
shrinkage=0.00196078


Tree=3219
num_leaves=14
num_cat=0
split_feature=403 1374 457 484 1 3 16 12 48 15 0 0 52
split_gain=0.000186944 0.000119999 0.000150576 0.000220701 0.000139171 0.000127929 0.00015865 0.000125444 0.000106925 0.000181845 0.000102414 0.00015747 6.09815e-05
threshold=0.088015000000000024 -0.049459999999999997 0.088055000000000008 -0.0043499999999999988 0.13767000000000004 0.092005000000000017 -0.0060199999999999993 0.086935000000000012 0.08407000000000002 -0.0063699999999999989 -0.07773999999999999 -0.053834999999999994 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 9 -5 -9 -12 -11
right_child=-2 2 -4 4 -6 6 -8 10 -10 12 11 -13 -14
leaf_value=-0.00060415489865615055 -0.00079824323844220513 -0.00083607966035022967 0.00080116864380449593 -0.00046882560325171933 0.00076592326913789508 -0.00072147585599144316 0.00012389011792725773 -0.00042394966438815134 0.00081970204722070744 0.00017212065431262705 0.00069475060340660414 -0.0003474300980373942 0.0007837832503475898
leaf_weight=0.0010076198842476859 0.0010510849539380048 0.0010098615950865043 0.0010018191890736597 0.0010797635843536888 0.0010553550252059519 0.001592260043832866 0.0016922575446176305 0.0018595576225131851 0.0013748140628828918 0.0011946610237005438 0.0011115002580492223 0.0010343177891584845 0.0012148237441787918
leaf_count=83 343 562 144 318 158 124 103 842 213 160 388 217 255
internal_value=0 3.83117e-05 8.08426e-05 3.00916e-05 9.63111e-05 3.81671e-05 -0.000285924 0.000158184 0.000365641 0.000186735 -9.37481e-05 0.000192403 0.000480511
internal_weight=0 0.0162286 0.015221 0.0142192 0.0132093 0.012154 0.00328452 0.00886944 0.00486406 0.00348925 0.00400538 0.00214582 0.00240948
internal_count=3910 3567 3484 3340 2778 2620 227 2393 946 733 1447 605 415
is_linear=0
shrinkage=0.00192234


Tree=3220
num_leaves=12
num_cat=0
split_feature=4 0 43 160 14 1 15 13 0 4 151
split_gain=2.83847e-05 6.28839e-05 9.98053e-05 8.42988e-05 5.31597e-05 6.80071e-05 8.15821e-05 8.23398e-05 7.20433e-05 0.00015334 4.39783e-05
threshold=-0.49837999999999999 -0.017269999999999997 -0.24333999999999997 0.093550000000000008 -1.0000000180025095e-35 0.11849500000000002 1.0000000180025095e-35 -0.076384999999999995 -0.13027499999999997 -0.0021099999999999995 -0.03268999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 10 -10 -6
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.011959512287939528 -0.023412713449591747 0.013612905493406055 -0.011703010212659737 -0.019164533116702832 0.0075315686338693353 0.022064721554944135 0.0058156752917560501 -0.023643229640403468 0.020682769167904631 -0.018247523678827971 0.028917716596376607
leaf_weight=0.0010337999780041856 0.0010209641953866531 0.0018228335812054642 0.0011283947016956187 0.0010251045356477187 0.001065007646431651 0.0011693850216776998 0.0010106691406735809 0.0010873644313062515 0.0010089947268198027 0.0012512278994780629 0.0010583943719659245
leaf_count=176 183 284 143 314 122 257 463 752 565 534 117
internal_value=0 0.000845553 -0.00130425 0.000997938 0.00335215 0.00557252 0.00259709 -0.00945222 0.00836397 -0.000868501 0.0181913
internal_weight=0 0.0126483 0.0108255 0.00980454 0.00877944 0.00765104 0.00648166 0.00209803 0.00438362 0.00226022 0.0021234
internal_count=3910 3734 3450 3267 2953 2810 2553 1215 1338 1099 239
is_linear=0
shrinkage=0.0743015


Tree=3221
num_leaves=11
num_cat=0
split_feature=49 457 151 4 2 42 4 2 42 3
split_gain=2.73773e-05 8.0762e-05 6.25346e-05 8.50456e-05 9.79732e-05 9.83651e-05 5.88783e-05 8.13708e-05 0.000112639 3.81146e-05
threshold=-0.047894999999999993 0.084715000000000013 -0.03268999999999999 0.40359500000000004 0.11339500000000001 0.091955000000000023 -0.08422499999999998 0.089910000000000004 -0.082904999999999993 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 9 8 -8 -4
right_child=2 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0037580098234280936 -0.017089677798282774 0.020684564755296422 -0.014913138961371013 0.018872781008960452 -0.022525275803795323 -0.019720965815366618 0.022666239904003762 0.026994319778833705 -0.0080631898322925492 0.0039965013095471982
leaf_weight=0.0017866135536873291 0.0012579449294968193 0.0011984985405466724 0.0010716403353749201 0.001137998748105184 0.0011078044868855393 0.001058794351657664 0.0010008519798317722 0.0010633615200863148 0.001721959474230845 0.0011978295210122018
leaf_count=357 388 148 504 300 284 516 120 419 754 120
internal_value=0 0.00605549 -0.00184055 0.000208813 -0.00237437 0.00076337 0.00434494 0.00990599 0.00323234 -0.0049326
internal_weight=0 0.00298511 0.0106182 0.00936024 0.00822224 0.00711444 0.00605564 0.00378617 0.00272281 0.00226947
internal_count=3910 505 3405 3017 2717 2433 1917 1293 874 624
is_linear=0
shrinkage=0.0728446


Tree=3222
num_leaves=15
num_cat=0
split_feature=124 133 158 52 16 14 48 2 4 47 1 2 2 2
split_gain=0.000164747 0.000130784 0.000129754 0.000164505 0.000242185 0.000162277 0.000175313 0.000186165 0.000106234 0.00020588 0.000136549 0.00012517 0.000121325 6.00859e-05
threshold=0.0049200000000000008 0.099765000000000006 0.085745000000000002 -0.27466499999999994 0.20277000000000003 -0.13131999999999996 0.11930500000000001 0.11542500000000001 -0.045299999999999993 0.09252500000000001 0.094165000000000013 0.089910000000000004 0.090695000000000012 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 12 10 11 -10 13 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00068419230582224668 0.00074313997141137211 -0.00065376709537749754 -0.00065997993818823477 -0.00066895699031231724 0.00088653251187725075 -0.00024631905252476589 -0.0006273054370473898 0.00094621759113486757 -0.00024611385362148335 -0.0005094550544648633 0.00093389458850538429 0.00056225098411989401 -0.00063237788956518621 0.00039017917517908965
leaf_weight=0.001078194319007973 0.001008456743940441 0.0012549771074485102 0.0010543342523102244 0.0011686677026158778 0.0012949958689801545 0.0010114150203570744 0.0011461538393217627 0.0010162916607686185 0.0012858275667324685 0.0010563148408477491 0.0013869283745078552 0.0015747959461473574 0.0013535191479315013 0.0011963658422281948
leaf_count=367 91 592 348 121 117 314 86 192 418 139 239 273 176 437
internal_value=0 -5.67151e-05 -8.75705e-06 3.83693e-05 9.61149e-05 1.21887e-05 8.43742e-05 0.000166922 7.75847e-05 0.00025002 0.000438892 0.000198897 -0.000179224 9.85905e-05
internal_weight=0 0.0168788 0.0156238 0.0145695 0.0134913 0.0121963 0.0110276 0.00988146 0.00886517 0.00530387 0.00424755 0.00286062 0.0035613 0.00220778
internal_count=3910 3819 3227 2879 2512 2395 2274 2188 1996 1069 930 691 927 751
is_linear=0
shrinkage=0.00192234


Tree=3223
num_leaves=11
num_cat=0
split_feature=52 52 1 39 52 43 43 43 4 0
split_gain=2.96106e-05 7.56644e-05 6.39157e-05 4.78861e-05 7.00189e-05 8.49997e-05 9.83907e-05 0.000130957 0.000115985 4.78661e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.080320000000000016 0.084535000000000013 -0.0066199999999999991 0.098320000000000005 -0.0037249999999999996 -0.15109999999999998 0.10597500000000001 -0.097664999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6 9 -8
right_child=1 3 -4 -5 5 -7 8 -9 -10 -11
leaf_value=-0.011200756528775051 9.6690116077374896e-05 -0.017334450288675984 0.025510541518634081 0.013791884355692001 0.0080335404312268967 -0.020002728035891433 0.033666400969745824 -0.025823070801113939 -0.0067504943464940055 0.011678651387246474
leaf_weight=0.0012546593778262278 0.0010789482593158142 0.0017166155303238633 0.0012012514994243148 0.001016579662269112 0.0013765336366258929 0.0010764407547715002 0.0010201184021148418 0.0012539747846315658 0.0013218942841011433 0.0012850061571360897
leaf_count=425 242 459 304 284 181 264 90 1059 188 414
internal_value=0 0.00101929 0.0134852 -0.00180422 -0.00355601 -0.000330978 0.00305302 -0.00810605 0.0111462 0.0214092
internal_weight=0 0.0123474 0.0022802 0.0100672 0.00905058 0.00733397 0.00625753 0.00263051 0.00362702 0.00230512
internal_count=3910 3485 546 2939 2655 2196 1932 1240 692 504
is_linear=0
shrinkage=0.0757875


Tree=3224
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 15 3 52
split_gain=2.62172e-05 4.13771e-05 4.36888e-05 5.07428e-05 5.18053e-05 5.1681e-05 0.000139588 0.000120265
threshold=0.079700000000000007 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 -0.041049999999999996 -0.017214999999999998 0.10223 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7
right_child=-2 2 3 5 -6 7 -8 -9
leaf_value=0.010520654655537106 -0.010623315659115503 -0.011030768846411475 0.0013126899754529926 0.011625144585387154 -0.018726608847667178 0.024048250566867914 -0.016261898068437072 -0.0056644660526254057
leaf_weight=0.0018353798483109049 0.0010668086626179586 0.0017338765719564662 0.0015025483234440608 0.0019326787191366115 0.0010920588458443329 0.0016089758572601955 0.0016153428347450193 0.001141644640502041
leaf_count=271 254 1646 220 644 153 263 189 270
internal_value=0 0.000812887 -0.000863714 0.00111851 -0.00712176 0.00451294 -0.00107126 0.011716
internal_weight=0 0.0124625 0.0106271 0.00889325 0.00259461 0.00629864 0.00354802 0.00275062
internal_count=3910 3656 3385 1739 373 1366 833 533
is_linear=0
shrinkage=0.0700159


Tree=3225
num_leaves=10
num_cat=0
split_feature=2 40 4 42 47 4 151 52 3
split_gain=2.82469e-05 0.000106763 9.90075e-05 8.98386e-05 9.41361e-05 0.000216012 8.92164e-05 8.1336e-05 6.77361e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.08422499999999998 -0.089024999999999979 0.09252500000000001 0.05309500000000001 -0.0074049999999999993 0.067395000000000024 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -2
right_child=7 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.024562404669949453 0.0086787070974185376 -0.014617510431219592 0.024596562126381297 0.009863307050959157 -0.019990019450080335 0.034181214441386033 -0.015290020534587214 0.020876529745625361 -0.015706429443501063
leaf_weight=0.0010965652637078159 0.0014520128758879107 0.0019075615670375969 0.0011152123067983168 0.0014554163499903364 0.0010024940204671502 0.0011382691558479052 0.0018262108446473559 0.0012947531919692262 0.0011909115002879632
leaf_count=266 400 648 178 287 247 275 1242 210 157
internal_value=0 -0.00231486 0.000573885 0.00500648 0.000977422 0.00573313 -0.00413441 0.00531445 -0.00230933
internal_weight=0 0.00954173 0.00844516 0.0065376 0.00542239 0.0044199 0.00328163 0.00393768 0.00264292
internal_count=3910 3143 2877 2229 2051 1804 1529 767 557
is_linear=0
shrinkage=0.0757875


Tree=3226
num_leaves=14
num_cat=0
split_feature=484 43 40 160 50 133 3 2 151 3 51 42 3
split_gain=8.71569e-05 7.99834e-05 0.000142512 0.000101354 0.000117911 0.000142343 0.000122506 8.809e-05 0.000124449 8.72421e-05 8.81894e-05 7.52139e-05 5.36017e-05
threshold=-0.0043499999999999988 0.18078000000000002 -0.080519999999999994 -0.098319999999999991 0.088160000000000002 0.089845000000000022 0.12046500000000002 0.086875000000000022 -0.0088999999999999982 -0.075954999999999981 -0.004559999999999999 0.078965000000000021 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 9 -9 11 -11 -5 -10
right_child=1 -3 3 4 -6 -7 -8 8 12 10 -12 -13 -14
leaf_value=-0.00054109956984860642 0.00075021501270248374 -0.00050919361755850598 -0.00055547550656391553 4.6087347770649065e-05 0.00070385285190368804 -0.00069066936634971661 -0.00042832482443651564 -0.00014039943767259769 0.00092722768243046867 0.000612740632409507 -0.0001737503121377594 -0.00070915427622599654 0.00038214083670855563
leaf_weight=0.00111696405232587 0.0010755371515571684 0.0010020616039272011 0.0011230358597111639 0.001027230966555436 0.001003773303820032 0.0010340413940828604 0.0015772072966069453 0.0012925809871578401 0.0011194650583681999 0.0011482641398975688 0.0010487852676513299 0.0010010058379518044 0.0018232288906720963
leaf_count=612 226 241 451 298 271 432 166 176 170 42 98 255 472
internal_value=0 2.62945e-05 6.38864e-05 7.95839e-06 6.0358e-05 2.01863e-06 7.33759e-05 0.000166902 0.000366742 -3.34093e-05 0.000237301 -0.000326651 0.000589504
internal_weight=0 0.0152762 0.0142742 0.0131986 0.0120756 0.0110718 0.0100378 0.00846056 0.00423527 0.00422529 0.00219705 0.00202824 0.00294269
internal_count=3910 3298 3057 2831 2380 2109 1677 1511 818 693 140 553 642
is_linear=0
shrinkage=0.00196078


Tree=3227
num_leaves=12
num_cat=0
split_feature=403 11 3 43 1 4 15 3 0 43 2
split_gain=0.000124893 9.40827e-05 9.91542e-05 8.80259e-05 0.00016195 0.00016371 0.000150226 0.000119172 8.83668e-05 0.00019964 4.53457e-05
threshold=0.087440000000000004 0.077330000000000024 -0.12008499999999998 0.0016850000000000001 0.094695000000000015 0.053925000000000008 -0.106555 0.045635000000000002 -0.22851499999999997 -0.077544999999999989 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 -6 -4 10 -10
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00060300238714260242 -0.00066986963584459802 -0.0004283368622241466 0.00015713876117699329 0.00043362967215743918 0.0010529568760624848 0.00031015844499222443 -0.00050926666831385768 0.00021597823697943699 0.00023919659668100376 -0.00097387707652188274 -0.0003308354204110246
leaf_weight=0.0013187834397892168 0.0010075304187190095 0.0014815744816411595 0.0012674009372735128 0.001861279994369633 0.001069710844693917 0.0017171124400200944 0.0017235835780098486 0.0016831411743271074 0.0010433274498323148 0.0015698755717091584 0.0011045523915363419
leaf_count=137 349 271 74 495 272 247 150 149 534 871 361
internal_value=0 4.20979e-05 9.06385e-05 3.88212e-05 -2.69153e-05 0.00018482 -0.000100325 0.000541214 -0.000289975 -0.000442399 -5.39437e-05
internal_weight=0 0.0158403 0.0143588 0.01304 0.0111787 0.00619355 0.0034407 0.00275285 0.00498516 0.00371776 0.00214788
internal_count=3910 3561 3290 3153 2658 818 397 421 1840 1766 895
is_linear=0
shrinkage=0.00196078


Tree=3228
num_leaves=10
num_cat=0
split_feature=42 51 1 42 43 2 15 43 4
split_gain=2.96673e-05 5.0998e-05 5.45009e-05 0.000137342 6.3471e-05 5.32912e-05 9.18357e-05 9.86089e-05 5.81792e-05
threshold=-0.097204999999999986 -0.07742499999999998 0.122185 0.091955000000000023 -0.083899999999999988 0.089910000000000004 -0.10981499999999998 1.0000000180025095e-35 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 -7 -8 -6
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=-0.011720251136852673 -0.010601554678927001 0.018458984182735217 0.017589200891241687 -0.023288533206934459 0.0031331919006858991 0.026126850136730509 -0.0110099728906819 0.016598955819788118 -0.020610336798648377
leaf_weight=0.0011507379541745395 0.0018495647522556958 0.0015221597456900205 0.0012972843067051232 0.0011678710823633939 0.0012942021234793846 0.0010269092180204553 0.0018669481205973917 0.0012342800437166769 0.0010936458011136601
leaf_count=290 605 520 327 607 710 130 366 124 231
internal_value=0 0.00100273 0.00304618 0.000996816 0.00452526 0.00127029 0.00648298 -2.16973e-05 -0.00774146
internal_weight=0 0.0123529 0.0105033 0.00920602 0.00803815 0.00651599 0.00412814 0.00310123 0.00238785
internal_count=3910 3620 3015 2688 2081 1561 620 490 941
is_linear=0
shrinkage=0.0757875


Tree=3229
num_leaves=13
num_cat=0
split_feature=403 484 160 42 160 52 13 49 3 49 2 15
split_gain=0.000139577 0.000118723 0.00010105 8.57761e-05 8.83333e-05 0.000121755 0.000227101 0.000143514 0.000217204 0.000103915 9.94585e-05 6.12396e-05
threshold=0.087440000000000004 -0.0043499999999999988 -0.098319999999999991 -0.09602999999999999 0.090735000000000024 0.0033900000000000002 -0.15610499999999997 -0.047894999999999993 -0.075954999999999981 -0.088329999999999978 0.11165000000000001 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 9 -9 -5 11 -10
right_child=-2 2 3 4 -6 6 -8 8 10 -11 -12 -13
leaf_value=-0.0005559581460653567 -0.00069346331176809762 -0.0004404836400043332 -0.00035498398008062117 0.00011661477859821963 -0.00025208521741672068 -0.00016802261881080895 0.00092909980543678461 -0.00061623868109946184 8.1202970626560028e-05 0.00095629520456291686 -0.00029043567028512224 0.00067381215846144794
leaf_weight=0.0011491348691658023 0.001018607554960217 0.0012397180710402586 0.0012118493680509526 0.001089831108458339 0.0015237526161795871 0.001016768336441487 0.0019657616230680519 0.0017033949416369928 0.0011298224172285271 0.0010073789957732371 0.0010273388550710166 0.0013709295083285083
leaf_count=585 349 466 201 116 190 36 563 708 146 189 182 179
internal_value=0 2.68315e-05 7.3708e-05 0.000122567 0.000171466 0.000234057 0.000555082 0.00010341 -6.35727e-05 0.000519949 0.00020326 0.000406075
internal_weight=0 0.0154357 0.0142865 0.0130468 0.011835 0.0103112 0.00298253 0.0073287 0.00523149 0.00209721 0.00352809 0.00250075
internal_count=3910 3561 2976 2510 2309 2119 599 1520 1215 305 507 325
is_linear=0
shrinkage=0.00188464


Tree=3230
num_leaves=14
num_cat=0
split_feature=403 403 42 52 48 484 474 484 42 133 1 1 16
split_gain=0.000198469 0.000158489 0.000127189 0.0002061 0.000173724 0.000176031 0.00012662 0.000223053 0.000186291 9.37649e-05 0.000130082 0.000123024 0.000219508
threshold=0.088015000000000024 -1.0000000180025095e-35 0.098285000000000011 -0.27466499999999994 0.12675000000000003 -0.0043499999999999988 0.084655000000000022 1.0000000180025095e-35 0.088115000000000013 0.091545000000000015 0.11026000000000001 0.090905000000000014 -0.083564999999999987
decision_type=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 12 -7
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00072208064702079821 -0.00082769481506593144 -0.00074013182512831191 0.00062371724100857321 -0.00061258740166446682 -0.00068691471007647446 0.00058035716732718291 0.0008743319244606376 -0.00061900457174954217 0.0010053321201104067 0.00072109002402668599 0.00055701972680452082 -0.00048360058520159654 -0.0004343105613409604
leaf_weight=0.0010042900320591337 0.0010943997184477998 0.0012391368381855531 0.0015038765352197005 0.0010390028712690099 0.001007807853248833 0.0019307443487671847 0.0010646766302391574 0.0012310250835700339 0.0011571037055523965 0.0010072814001386415 0.0016650345523654105 0.0018196177408347468 0.0014244949727308573
leaf_count=930 343 345 297 411 84 172 196 253 202 64 204 203 206
internal_value=0 3.3623e-05 8.07923e-05 2.48143e-05 9.58331e-05 0.000159765 0.000230781 0.000163839 0.000270866 0.000162565 8.03137e-05 -7.30687e-05 0.000149571
internal_weight=0 0.0170941 0.0160898 0.0145859 0.0133468 0.012339 0.0113 0.0102353 0.00900428 0.00784717 0.00683989 0.00517486 0.00335524
internal_count=3910 3567 2637 2340 1995 1911 1500 1304 1051 849 785 581 378
is_linear=0
shrinkage=0.00196078


Tree=3231
num_leaves=15
num_cat=0
split_feature=14 403 157 48 14 4 48 150 12 1 12 2 15 2
split_gain=0.000195119 0.000190801 0.000137629 0.000152537 0.000166178 0.000174185 0.000114229 0.000149143 0.00010577 8.81313e-05 0.00010431 0.000102656 5.54226e-05 6.86244e-05
threshold=0.020750000000000005 0.088015000000000024 -0.073574999999999988 0.12675000000000003 -0.13131999999999996 0.28937500000000005 0.095825000000000007 0.090480000000000019 -0.036459999999999992 0.12485500000000001 0.098845000000000016 0.083585000000000007 0.041585000000000004 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6 10 11 -10 13 -13
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.00062396514576879599 -0.00085959606956681402 -0.00077259817465857319 -0.00062683428993620238 -0.00070667481008506762 -0.00041315874575604801 0.00092011426966644822 0.00070357090189776192 -0.00065843700775617157 -0.00021110592429778521 0.0007176361783433761 -0.00033756210402875465 -0.00016433951105794526 0.0006990886852683701 0.00050630401077404828
leaf_weight=0.0016113521631207555 0.001009474121257895 0.0010757829462995838 0.0011836037128955335 0.0010317238419010723 0.0013511607195501483 0.0010158341987716599 0.0010068924607779259 0.0011366766337855523 0.0014536206579551926 0.0010223821796913057 0.0016029469123164013 0.0010352753730139672 0.0014746152049525656 0.0013536148790483039
leaf_count=485 153 334 115 104 184 247 180 112 470 33 326 248 647 272
internal_value=0 2.71684e-05 8.00179e-05 2.02641e-05 7.5263e-05 0.000141994 7.28828e-05 1.1999e-05 9.39982e-05 0.000180275 0.000100885 0.000233063 0.000400178 0.000215667
internal_weight=0 0.0173555 0.0162797 0.0146683 0.0136366 0.012453 0.0114372 0.0104303 0.00929362 0.00794246 0.00692007 0.00531713 0.00386351 0.00238889
internal_count=3910 3757 3423 2938 2834 2719 2472 2292 2180 1996 1963 1637 1167 520
is_linear=0
shrinkage=0.00196078


Tree=3232
num_leaves=13
num_cat=0
split_feature=133 40 158 15 52 16 49 15 3 0 16 0
split_gain=0.000138861 9.19324e-05 0.000126596 0.000128929 0.000113207 0.000112659 8.82425e-05 0.000129472 0.000189794 0.000158931 0.000153141 8.55635e-05
threshold=0.10681500000000001 -0.079539999999999986 0.084965000000000027 -0.11739999999999999 -0.27466499999999994 -0.30307999999999996 -0.085974999999999982 0.079360000000000014 -0.13309499999999996 -0.032484999999999993 -0.014099999999999998 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6 8 -8 10 11 -10
right_child=-2 2 -4 4 6 -7 7 -9 9 -11 -12 -13
leaf_value=0.00052268664423595946 -0.00071898759962497861 0.00010522169291568032 -0.00068318075636820193 -0.00040712528069178892 -0.00024486343295278718 -0.00075975788403095696 0.0011839728132294013 -0.00016825296771283782 -9.7393521369759723e-05 -0.00041109988818413616 0.00093340402379687255 0.00059867021764027975
leaf_weight=0.0013425595373967323 0.0010073104591547801 0.0010287169947071346 0.0010101800326769378 0.0013629773119659275 0.001488860006842045 0.0013240095969977903 0.0010170400624409676 0.001965935822162021 0.0018124981359424876 0.0010832058160297258 0.0015103813430422173 0.0010856630057094624
leaf_count=253 545 144 340 376 153 267 96 853 128 92 338 325
internal_value=0 3.15457e-05 -1.33427e-05 3.61231e-05 0.000122881 -0.00038155 0.000195384 0.000272728 0.000405923 0.000261833 0.000427176 0.000163355
internal_weight=0 0.016032 0.0146895 0.0136793 0.0113266 0.00235273 0.00996358 0.00847472 0.00650879 0.00549175 0.00440854 0.00289816
internal_count=3910 3365 3112 2772 2361 411 1985 1832 979 883 791 453
is_linear=0
shrinkage=0.00196078


Tree=3233
num_leaves=11
num_cat=0
split_feature=1 0 133 3 49 151 42 52 47 13
split_gain=3.15856e-05 7.6538e-05 5.83381e-05 6.36898e-05 4.87079e-05 8.74132e-05 5.76741e-05 9.81185e-05 0.000104582 4.79732e-05
threshold=0.085835000000000009 -0.084074999999999997 1.0000000180025095e-35 -0.100615 -0.047309999999999998 -0.0074049999999999993 -0.085679999999999992 -0.072349999999999984 0.09252500000000001 -0.012034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 -6 -8 9 -9
right_child=4 2 -4 -5 6 -7 7 8 -10 -11
leaf_value=-0.018794067300924911 0.028504558148385362 0.023763593835657102 -0.010254885180278088 -0.0032281503729302123 0.015920495182582192 -0.0030163190335364292 -0.021855611848837418 -0.0018130884752235808 -0.017587301552039084 0.018551556295698619
leaf_weight=0.0016218480429397771 0.0010681317556333462 0.0010075648924565694 0.0014875977349298334 0.0010848954673479804 0.0010576660196706432 0.0010353633664311464 0.0013495786766453341 0.0011762247867500221 0.0011351247756975847 0.0016765594967165724
leaf_count=1139 199 92 562 407 121 135 327 497 200 231
internal_value=0 -0.00486266 0.00144858 0.00976896 0.00278547 0.0129896 -0.000570885 -0.00383878 0.00225843 0.0101551
internal_weight=0 0.00520191 0.00358006 0.00209246 0.00849865 0.0021035 0.00639515 0.00533749 0.00398791 0.00285278
internal_count=3910 2200 1061 499 1710 334 1376 1255 928 728
is_linear=0
shrinkage=0.0773033


Tree=3234
num_leaves=11
num_cat=0
split_feature=42 160 474 43 3 42 0 1 16 3
split_gain=3.3564e-05 8.56168e-05 8.94087e-05 8.10096e-05 0.000119092 9.40649e-05 6.24383e-05 0.000150962 5.14835e-05 5.01807e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 -0.074254999999999988 -0.078669999999999976 0.078965000000000021 -0.16443499999999997 0.095575000000000007 -0.095609999999999987 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -3 6 8 -8 -5 -1
right_child=1 3 -4 5 -6 -7 7 -9 -10 -11
leaf_value=0.0040435848320042583 -0.019869714414666582 0.0032154689232908266 0.0066808364188158335 -0.015493421356012602 0.034898601958181757 -0.017988369247385633 -0.00068649618601258043 0.033872107900971823 0.0068039758340676729 -0.01702894976730928
leaf_weight=0.0010193507089164039 0.0016598869481014395 0.0015299312012019613 0.0010599728018549793 0.0010659799364377553 0.0010009827600157544 0.0011362970292775653 0.0017803648542140105 0.0010106518717420429 0.0010467766185144889 0.001326267211724698
leaf_count=507 723 348 317 103 256 657 131 261 54 553
internal_value=0 0.00151711 -0.00952254 0.00502037 0.0157462 0.000526009 0.00481614 0.0118275 -0.00444606 -0.00787132
internal_weight=0 0.0112908 0.00271986 0.00857098 0.00253091 0.00604007 0.00490377 0.00279102 0.00211276 0.00234562
internal_count=3910 2850 1040 1810 604 1206 549 392 157 1060
is_linear=0
shrinkage=0.0714163


Tree=3235
num_leaves=14
num_cat=0
split_feature=403 484 52 0 52 474 12 2 12 13 2 2 2
split_gain=0.000209029 0.000113726 9.88533e-05 0.000133756 0.000176102 0.000152928 0.000116178 0.000106459 0.00022827 9.27037e-05 8.905e-05 0.000150908 8.76285e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.11588000000000002 -0.017269999999999997 -0.37613999999999997 0.084145000000000011 0.085185000000000025 0.085155000000000022 0.089570000000000025 -0.083924999999999986 0.11085000000000002 0.087995000000000004 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 9 -8 -9 -6 11 -11 -5
right_child=-2 2 -4 12 5 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.00052734099905040778 -0.00085355911439384318 -0.0007070000873601618 -0.0003430127173326481 0.00025662172051781713 0.00036505441425752473 0.00084932676983285032 -7.9716260962015053e-05 0.0012738003785779421 -1.2036117651149038e-05 -0.00055852962888387487 -0.00077472234805330432 0.00038186152887385578 0.00099730466781711548
leaf_weight=0.0012361196329009469 0.00106341727344834 0.0010553121545457218 0.0017711224196550494 0.0015371527469436796 0.001037326905301496 0.0010335212487753093 0.0015480310860970792 0.0010069922398230416 0.0011224987731415226 0.0013572540489827757 0.0010712186000865712 0.001269948567975375 0.0010226611716864665
leaf_count=585 343 256 484 199 294 195 443 200 364 179 109 133 126
internal_value=0 4.40685e-05 9.16872e-05 0.00015063 5.26701e-05 0.000137534 5.00941e-05 0.000311567 0.000596009 -0.000152951 -0.000298241 -0.000103959 0.000552529
internal_weight=0 0.0160692 0.014833 0.0130619 0.0105021 0.00944679 0.00841327 0.00367752 0.00212949 0.00473575 0.00369842 0.0026272 0.00255981
internal_count=3910 3567 2982 2498 2173 1917 1722 1007 564 715 421 312 325
is_linear=0
shrinkage=0.00196078


Tree=3236
num_leaves=11
num_cat=0
split_feature=158 50 47 4 15 12 43 3 3 12
split_gain=3.18006e-05 5.701e-05 5.19781e-05 7.77624e-05 6.47531e-05 7.96055e-05 7.79409e-05 8.38404e-05 6.63026e-05 9.17617e-05
threshold=0.084710000000000021 0.088425000000000017 0.11939500000000002 0.25367000000000006 -0.095799999999999982 0.10129000000000001 -0.17307499999999998 0.094625000000000015 -0.015794999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.015634165256842157 -0.014081210882705187 -0.015180834255912752 -0.014891884587241402 0.020617273512326364 0.028874009442996385 -0.01644120693293237 0.01825159183310578 0.020034131504512206 -0.020446567110628172 -0.01216406111827357
leaf_weight=0.001270822879482241 0.001013754933370181 0.0013096475548370389 0.0010065338385872894 0.0017095516826876054 0.0010048148523113575 0.001052719834552655 0.0014297033227251477 0.0015388723120129261 0.0010287225844505532 0.0012521309687103176
leaf_count=294 433 667 95 357 87 250 528 158 171 870
internal_value=0 0.00102129 0.0029001 0.00464091 0.00145682 0.00442927 0.00794221 0.00393557 -0.00274096 0.00405072
internal_weight=0 0.0126035 0.0112939 0.0102873 0.00857779 0.00730696 0.00625424 0.00524943 0.00371056 0.00268183
internal_count=3910 3477 2810 2715 2358 2064 1814 1727 1569 1398
is_linear=0
shrinkage=0.0820348


Tree=3237
num_leaves=11
num_cat=0
split_feature=42 160 52 43 3 42 0 1 2 12
split_gain=2.9033e-05 6.90926e-05 7.59333e-05 6.47236e-05 8.87309e-05 7.62509e-05 5.71307e-05 0.000125742 5.30717e-05 4.07926e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.060039999999999989 -0.074254999999999988 -0.078884999999999997 0.078965000000000021 -0.16443499999999997 0.094890000000000016 0.11085000000000002 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -3 6 8 -8 -5 -1
right_child=1 3 -4 5 -6 -7 7 -9 -10 -11
leaf_value=0.0028286745434504086 0.0065112040378260874 0.0039635474047638132 -0.02297191688525882 0.0080369385761153121 0.03738462617185602 -0.019702403178572629 -0.0003182519584217142 0.038294771268516402 -0.01961011913009757 -0.020203653893082853
leaf_weight=0.0011410087325019812 0.0011556343179304476 0.0015046683889894108 0.0015500009467382687 0.0010826093898890776 0.001003615865830961 0.0011289230694618733 0.0017706677457088951 0.001000208153357323 0.0010238864361190592 0.0011911858408563815
leaf_count=167 222 345 818 88 259 657 129 263 69 893
internal_value=0 0.00173979 -0.010379 0.00559073 0.017336 0.00068579 0.00540487 0.01362 -0.00540123 -0.00893526
internal_weight=0 0.0112202 0.00270564 0.00851458 0.00250828 0.00600629 0.00487737 0.00277088 0.0021065 0.00233219
internal_count=3910 2850 1040 1810 604 1206 549 392 157 1060
is_linear=0
shrinkage=0.087056


Tree=3238
num_leaves=12
num_cat=0
split_feature=11 124 3 0 13 42 0 49 52 4 1
split_gain=2.79956e-05 3.16605e-05 3.88307e-05 9.40817e-05 9.29857e-05 7.74915e-05 4.82941e-05 9.15985e-05 0.000107552 5.79752e-05 7.5555e-05
threshold=0.079700000000000007 -0.061329999999999989 -0.12008499999999998 -0.053834999999999994 -0.069479999999999986 0.091230000000000019 -0.083934999999999996 -0.07107999999999999 -0.074484999999999982 -1.0000000180025095e-35 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 -9 -10 -11
right_child=-2 2 3 4 -6 -7 -8 8 9 10 -12
leaf_value=0.013071869341813957 -0.011869899790912812 0.011567037632588345 -0.016335296483619699 -6.6741150308643438e-05 -0.032376273691128353 0.020328394176850107 -0.014649234284895937 -0.014224388356398783 0.028897865753189207 -0.0066000292282632133 0.021450709691591935
leaf_weight=0.0011232334888585062 0.0010644235564495523 0.0013953549946448462 0.001234789919059385 0.0010114654758547744 0.001035303248159548 0.0011162699912328237 0.0012538536646846199 0.0010287339770348632 0.0010163974143589188 0.0011355072973385795 0.0010724196062245513
leaf_count=304 254 188 167 91 264 625 816 182 578 312 129
internal_value=0 0.000936772 -0.000269461 -0.00193696 -0.0164097 0.00183275 -0.0012297 0.00183637 0.00711215 0.0139197 0.00702459
internal_weight=0 0.0124233 0.0113001 0.00990474 0.00204677 0.00785797 0.0067417 0.00548785 0.00425306 0.00322432 0.00220793
internal_count=3910 3656 3352 3164 355 2809 2184 1368 1201 1019 441
is_linear=0
shrinkage=0.0757875


Tree=3239
num_leaves=16
num_cat=0
split_feature=403 403 484 484 13 4 49 13 42 15 151 1 43 0 3
split_gain=0.000174045 0.000179813 0.000122716 0.000140583 0.000162837 0.000195998 0.000113244 0.000241218 0.000163351 0.000110176 0.000129995 0.000112559 0.000149858 0.000125528 8.89182e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 0.091130000000000017 -0.0043499999999999988 -0.49820499999999995 -1.0000000180025095e-35 -0.085974999999999982 0.0099250000000000015 0.078965000000000021 -0.14487999999999998 -0.077449999999999977 0.094385000000000011 -0.075819999999999985 -0.15007499999999999 0.045635000000000002
decision_type=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 14 -7 -11 -12 -13 -14 -8
right_child=-2 2 -4 4 5 9 7 -9 -10 10 11 12 13 -15 -16
leaf_value=-0.00075767945179523613 -0.00077239934164540652 -0.00048878695195323592 -0.00056711660523801747 -0.00059026564114157329 -0.00010070729316695969 0.00054960891377742931 0.0014224392030446086 -0.00019596809003791146 0.00015858990282483098 0.00050527989806765147 -0.00068093683603669662 -0.00056925704222192007 -0.00020030925769453294 0.00077683794524319215 0.00075381439598876966
leaf_weight=0.0010703784683460281 0.0011262757133001606 0.0013608550349497031 0.0010858579340181597 0.0010083793096675011 0.0011058608953238265 0.0011733264750871915 0.0013160528462121115 0.0011816845833301538 0.0011090034142727514 0.0010852231545188081 0.001551382360115614 0.0012657809323002311 0.0010051587353077096 0.0010167132124577483 0.0018252444629257847
leaf_count=930 343 517 247 59 117 228 225 201 419 99 253 49 40 62 121
internal_value=0 2.19366e-05 7.07639e-05 0.000114042 0.000170063 0.000226291 0.000471231 0.000587668 0.000805538 6.68232e-07 -0.000108052 -0.0002456 -4.01733e-05 0.000291056 0.00103394
internal_weight=0 0.0181609 0.0170905 0.0160047 0.0146438 0.0136354 0.00653785 0.00543199 0.0042503 0.00709758 0.00592426 0.00483904 0.00328765 0.00202187 0.0031413
internal_count=3910 3567 2637 2390 1873 1814 1083 966 765 731 503 404 151 102 346
is_linear=0
shrinkage=0.00196078


Tree=3240
num_leaves=13
num_cat=0
split_feature=484 133 156 15 42 16 0 1 4 2 151 4
split_gain=9.67639e-05 7.61086e-05 0.000102813 0.000114923 0.000210004 0.000128228 0.000205205 0.000131908 0.000211059 8.47274e-05 0.000173779 3.97258e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 1.0000000180025095e-35 0.08401500000000002 0.20277000000000003 -0.017269999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.089910000000000004 -0.0088999999999999982 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 7 -7 -2 -9 -10 -11 -5
right_child=1 -3 -4 4 -6 6 -8 8 9 10 -12 -13
leaf_value=-0.00055949654732019149 -0.00042454933358879887 -0.00047320144294070069 -0.0005359163666366092 -0.00031706021544344041 0.00041124598716363255 0.00010798027833844476 0.0012646864348501217 0.00080209703842860827 -0.00035727159629037319 -0.00034474585554209857 0.00070896107057302987 -0.00086377595809450803
leaf_weight=0.0011532266572742344 0.0014991703937212589 0.0010748235381775511 0.0010058764990568065 0.0010182549604568596 0.0013229182936927951 0.0013401306478129892 0.0010529635415811311 0.0017281569054968266 0.0016564335722866431 0.0011260233924701281 0.0012924301230369734 0.0010257151827298737
leaf_count=612 474 481 317 301 410 191 56 279 252 104 163 270
internal_value=0 2.97092e-05 6.81324e-05 0.000114648 -0.00019745 0.00022303 0.000616932 9.39402e-05 0.000227888 -1.56338e-05 0.000218359 -0.000591416
internal_weight=0 0.0151429 0.0140681 0.0130622 0.00336689 0.00969531 0.00239309 0.00730221 0.00580304 0.00407489 0.00241845 0.00204397
internal_count=3910 3298 2817 2500 981 1519 247 1272 798 519 267 571
is_linear=0
shrinkage=0.00196078


Tree=3241
num_leaves=15
num_cat=0
split_feature=403 484 160 42 42 156 43 15 4 150 3 12 4 12
split_gain=0.000134955 0.000132679 0.000107373 0.000134976 0.000146073 9.70646e-05 9.50657e-05 0.000206496 0.000151748 0.000166894 0.000111668 9.46702e-05 8.99081e-05 7.7808e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.098319999999999991 -0.10770999999999999 -0.088249999999999981 0.090135000000000007 -0.074254999999999988 1.0000000180025095e-35 -0.00072999999999999985 0.08826500000000001 -0.078669999999999976 0.083785000000000012 0.25367000000000006 0.088590000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 10 8 11 12 13 -8 -10 -6
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00057639203455287034 -0.00070089037479334905 -0.00045259152899310623 -0.00055126069140680066 0.00087896052444818152 0.00053170996895522281 -0.00045195606320686481 0.00097665036465873693 -0.00055507740547405587 -0.00068410639219195922 0.00057506138943877656 0.00089532143995329973 0.00019112003830490989 6.555277130498452e-05 -0.0002088070099025827
leaf_weight=0.0012603036094782959 0.0010109890830287118 0.0013123290548322153 0.0010167097791055303 0.0010076324203076277 0.0010690264537686553 0.0010148263598361252 0.0012007072535062946 0.0016326514672971026 0.0012249576361170475 0.0011320887150810901 0.0012444663450964953 0.0010741444781356586 0.001142679766295862 0.0010290952967051056
leaf_count=585 343 466 162 186 228 277 101 633 184 95 240 81 163 166
internal_value=0 2.28295e-05 7.28385e-05 0.000122845 0.000176506 0.000116341 0.00016999 4.85524e-05 0.000219217 -3.20239e-05 0.000439099 0.000605737 -0.000322303 0.000168498
internal_weight=0 0.0163616 0.0151013 0.013789 0.0127723 0.0117646 0.0107498 0.00740723 0.00577458 0.00349973 0.00334259 0.00227485 0.00236764 0.00209812
internal_count=3910 3567 2982 2516 2354 2168 1891 1257 624 442 634 182 347 394
is_linear=0
shrinkage=0.00192234


Tree=3242
num_leaves=11
num_cat=0
split_feature=158 14 49 15 12 2 52 2 15 15
split_gain=2.95388e-05 5.95353e-05 6.0439e-05 3.78396e-05 0.000153575 0.000118147 0.000121787 0.000173982 7.88394e-05 1.01552e-05
threshold=0.084710000000000021 -0.13131999999999996 0.10513500000000002 1.0000000180025095e-35 0.086865000000000012 0.11005500000000001 -0.07984999999999999 0.09116500000000001 -0.095799999999999982 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 9 8 -8 -3
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.016348104302488179 -0.012247716304515547 0.018673021870915865 0.018997909925363717 -0.025395673180888909 0.0074611952151423999 0.022385536464337011 -0.011266841586752839 -0.030702477636581054 0.015754339390407275 0.0081772900620334377
leaf_weight=0.0010171593372795612 0.0010220136033584166 0.0010227439687247727 0.0010965616769779115 0.0013303204820922926 0.0019171141649986373 0.0014791029082230865 0.0011424697228977711 0.0013293758996152602 0.0012465200926320235 0.001013031121052296
leaf_count=154 433 246 308 421 957 281 212 270 389 239
internal_value=0 0.000886613 0.00240083 0.000664327 -0.00599871 0.00365576 -0.00115873 -0.009157 0.00283219 0.0134502
internal_weight=0 0.0125944 0.0115772 0.0104807 0.00324743 0.00723324 0.00575414 0.00371837 0.00238899 0.00203578
internal_count=3910 3477 3323 3015 1378 1637 1356 871 601 485
is_linear=0
shrinkage=0.0743015


Tree=3243
num_leaves=10
num_cat=0
split_feature=1 457 52 52 16 47 3 49 1
split_gain=2.66868e-05 5.99713e-05 7.57107e-05 6.90162e-05 9.43759e-05 8.29312e-05 7.74035e-05 0.000114582 6.82097e-05
threshold=0.12864500000000004 0.088055000000000008 0.11588000000000002 0.091210000000000013 0.10994000000000002 0.09252500000000001 -0.089974999999999986 -0.0057999999999999987 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.013072965198806798 0.00969664253696975 0.016043746643186418 -0.023323063966477577 0.018673416250417966 -0.025258882845040093 -0.02248205585463197 -0.011517675855721434 0.0083124328367575693 0.034156025312934588
leaf_weight=0.0014470312901272838 0.0017601662653009822 0.0012576419537354824 0.0012579724454956703 0.0011383550125128343 0.0012577931038291017 0.0010048218093499138 0.0013077229752612497 0.0018687887306160895 0.0012359568854292333
leaf_count=425 331 179 555 264 536 166 300 894 260
internal_value=0 -0.00157062 -0.00367669 -0.00100786 -0.00376629 0.000171929 0.00405677 0.00967432 0.0186004
internal_weight=0 0.0117761 0.0105184 0.00926047 0.00812211 0.00686432 0.0058595 0.00441247 0.00310475
internal_count=3910 3579 3400 2845 2581 2045 1879 1454 1154
is_linear=0
shrinkage=0.085349


Tree=3244
num_leaves=10
num_cat=0
split_feature=484 159 150 2 15 1 42 2 16
split_gain=2.8077e-05 4.00921e-05 6.0519e-05 7.16129e-05 0.000101384 9.36597e-05 8.62885e-05 8.57595e-05 0.000167178
threshold=-1.0000000180025095e-35 0.087945000000000009 0.090695000000000012 0.10113500000000002 -0.10192499999999999 0.10521500000000002 -0.089744999999999978 0.086650000000000019 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 8 -8
right_child=1 -3 -4 5 6 -7 7 -9 -10
leaf_value=-0.012743176036630525 -0.016650288854889849 0.013574670371158297 -0.01616961933620973 -0.021047127039731061 -0.010080359980508919 0.0067539152550846488 0.023666763935639483 0.029714052321409827 -0.017649007412249361
leaf_weight=0.0010461632557073287 0.0010268460383784104 0.0014439633445072269 0.0014206182742045265 0.001708652113416051 0.0010238519082157675 0.001448193415269429 0.0015396561410913902 0.0017383896288783204 0.001076368688877948
leaf_count=627 239 394 283 409 275 263 532 558 330
internal_value=0 0.000975943 -0.000680509 0.00162071 0.00650705 -0.00829348 0.0109284 0.0158681 0.00666731
internal_weight=0 0.0124265 0.0109826 0.00956196 0.00640511 0.00315685 0.00537827 0.00435441 0.00261602
internal_count=3910 3283 2889 2606 1934 672 1695 1420 862
is_linear=0
shrinkage=0.0804263


Tree=3245
num_leaves=16
num_cat=0
split_feature=403 403 484 11 3 12 43 2 12 4 2 160 15 2 4
split_gain=0.000233353 0.000171676 0.000158736 0.000155766 0.000125388 0.000113542 0.000110785 0.000105657 0.000111672 9.19391e-05 0.000241273 0.000231981 0.000208523 0.00020194 0.00012528
threshold=0.088015000000000024 -1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.015064999999999997 0.080120000000000011 -0.11046999999999998 0.08400500000000001 0.086935000000000012 0.0057500000000000008 0.11290500000000002 0.088485000000000008 -0.017214999999999998 0.092865000000000017 0.25367000000000006
decision_type=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 13 12 14 -6 -11
right_child=-2 2 -4 -5 9 6 7 8 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.00073698050092457269 -0.00087994647911806547 0.00091908043656544868 -0.00063215258541239941 -0.00057741181579454 -5.4922062428423081e-05 0.00079356319967952373 -0.00035705914443110007 0.0008074111486283431 -0.00010484058346467582 -0.00076904249828146302 0.00061824523307360015 0.0010537166847896769 0.00067925655501094046 -0.0011285216244853755 0.00011794629861578104
leaf_weight=0.0010409524426484634 0.0011408631332950779 0.0013157418638313888 0.0011095069291935369 0.0010934429231872081 0.0016813686575337305 0.0011343913109642498 0.0012840766321884742 0.0010502151920712822 0.0010140635848460392 0.0012420908910821822 0.0010463367591818529 0.0010135321340449394 0.0011534769593899144 0.0011238224270255504 0.0012072713812736693
leaf_count=930 343 203 247 203 155 107 386 293 477 88 85 45 52 102 194
internal_value=0 3.52748e-05 8.40856e-05 0.000135823 0.000190488 0.00041263 0.000263981 8.45636e-05 0.000359273 3.83738e-05 -0.000185306 0.000224994 -8.13822e-06 -0.00048503 -0.000331853
internal_weight=0 0.0175103 0.0164693 0.0153598 0.0142664 0.00579849 0.00448275 0.00334836 0.00206428 0.0084679 0.00385153 0.00461637 0.00360284 0.00280519 0.00244936
internal_count=3910 3567 2637 2390 2187 1466 1263 1156 770 721 342 379 334 257 282
is_linear=0
shrinkage=0.00196078


Tree=3246
num_leaves=11
num_cat=0
split_feature=49 1 42 403 43 52 0 16 1 3
split_gain=2.9558e-05 7.54825e-05 4.39904e-05 6.71499e-05 0.000108579 9.03717e-05 0.000156375 6.95418e-05 6.81417e-05 3.36048e-05
threshold=-0.045004999999999996 0.10113500000000002 0.092395000000000019 0.03138500000000001 0.070805000000000021 -0.074484999999999982 -0.083564999999999987 -0.27337499999999998 0.094485000000000013 -0.0066499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -2 7 -7 -9 -1
right_child=2 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=0.007173756255040643 -0.021652613424352776 0.02192549405959579 -0.014386063393061104 0.016777501906607494 0.017379513285325377 -0.0082340597416863184 -0.021347254354121784 0.0013174378157768008 0.028154736976460606 -0.012336379135650419
leaf_weight=0.0010277954439136779 0.0017022218825453097 0.0011392921548386012 0.0014310761573854284 0.0011787974808519612 0.001294134144453632 0.0010092448642670072 0.0015134604100513023 0.0010059634216876764 0.001181826792460431 0.0010008810926230313
leaf_count=207 597 237 742 334 221 176 604 624 83 85
internal_value=0 0.00631491 -0.00205448 -6.84186e-05 -0.00264508 -0.00668619 -0.0012778 0.00822297 0.0158147 -0.00245189
internal_weight=0 0.00316797 0.0103167 0.00888565 0.00770685 0.00641272 0.0047105 0.00319704 0.00218779 0.00202868
internal_count=3910 529 3381 2639 2305 2084 1487 883 707 292
is_linear=0
shrinkage=0.0757875


Tree=3247
num_leaves=14
num_cat=0
split_feature=403 403 484 11 3 160 15 43 43 3 4 16 15
split_gain=0.000148538 0.000142761 0.000125547 0.00018545 0.000144175 0.000109007 0.000118309 0.000167762 0.000270088 0.000106724 8.48354e-05 8.84763e-05 6.89943e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.12008499999999998 0.093550000000000008 0.083935000000000023 -0.079804999999999987 -0.049504999999999987 -0.032959999999999996 -1.0000000180025095e-35 -0.029944999999999996 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 9 -9 -6 11 -10 -12
right_child=-2 2 -4 -5 5 -7 -8 8 10 -11 12 -13 -14
leaf_value=-0.00068046395541454931 -0.00072286042707736206 0.00081445774163887139 -0.00057786311240207102 -0.00067077430533355061 -0.00081732232455218037 -0.00040075519770368289 0.00063409440166835914 0.0011321839124173369 0.00070777202910631335 5.2423491887199391e-05 -0.00037681160032432579 -3.0097932224239623e-07 0.00023602637558512864
leaf_weight=0.0010055355258774641 0.0010553349982333022 0.0012849574471066249 0.0010360618807339966 0.0010369571345656388 0.0010778373498965038 0.0013534192638133677 0.0018986590320690536 0.0011084179432553579 0.0012583182141618042 0.0010919433999205957 0.001912326146814109 0.0014723337670494467 0.0011199088330039076
leaf_count=930 343 130 247 203 460 255 356 254 81 169 196 139 147
internal_value=0 3.57048e-05 8.17163e-05 0.000128474 0.000189512 0.000124189 0.000189133 9.56895e-05 0.000245781 -0.000379622 7.52922e-05 0.000325988 -0.000150469
internal_weight=0 0.0166567 0.0156511 0.0146151 0.0135781 0.0122932 0.0109397 0.00904109 0.0068713 0.00216978 0.00576289 0.00273065 0.00303223
internal_count=3910 3567 2637 2390 2187 2057 1802 1446 817 629 563 220 343
is_linear=0
shrinkage=0.00196078


Tree=3248
num_leaves=14
num_cat=0
split_feature=403 484 156 42 160 160 133 0 12 2 47 4 3
split_gain=0.000182306 8.86128e-05 9.06335e-05 0.000105234 0.000147193 0.000118548 0.000133927 0.000183495 0.000145 0.00013937 0.000157659 0.000176526 0.000250304
threshold=0.087440000000000004 -0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.092169999999999988 0.090735000000000024 0.099765000000000006 -0.075584999999999986 0.094045000000000004 0.11708 0.09252500000000001 0.05309500000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 9 -9 10 11 12 -6
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00048132241137583575 -0.00081935420601747207 -0.0004626084913818961 -0.00048480660825218029 -0.00051668632843160172 -0.00015436052414818672 -0.00027583723553929642 -0.00035209186292504871 0.0012068549135351328 0.00026537432628248749 -0.00043468140767745139 -0.00030882132741784666 0.0011859592627997456 0.00099062498951617327
leaf_weight=0.0011716965392847929 0.0010144778103577069 0.0010956273179174815 0.0010214538280892789 0.001094565530880714 0.0019549512616807282 0.0015160673610492116 0.0010461986127139585 0.0015593289086749283 0.0010540851391225015 0.0010711126105290023 0.0011360057098837306 0.0011089449642683923 0.0011753980877493297
leaf_count=585 349 171 313 428 715 183 363 252 155 112 106 127 51
internal_value=0 3.77909e-05 7.87949e-05 0.000120475 0.000170711 0.00023545 0.000312152 0.000388856 0.000827121 0.000211181 0.000339879 0.000513712 0.000275564
internal_weight=0 0.0160054 0.0148337 0.0138123 0.0127167 0.0116221 0.010106 0.00905983 0.00261341 0.00644641 0.0053753 0.00423929 0.00313035
internal_count=3910 3561 2976 2663 2492 2064 1881 1518 407 1111 999 893 766
is_linear=0
shrinkage=0.00196078


Tree=3249
num_leaves=12
num_cat=0
split_feature=403 484 156 52 12 16 16 15 4 2 51
split_gain=0.000178579 0.000109632 8.67797e-05 8.01701e-05 0.000104718 0.000212934 0.000158853 0.000220471 0.000106295 5.68714e-05 0.000121811
threshold=0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -0.081429999999999989 0.086935000000000012 -0.17157499999999998 -0.094359999999999986 -0.11399999999999998 -0.0010999999999999996 0.096970000000000015 -0.095859999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 6 -6 7 -5 -8 10 -3
right_child=-2 2 -4 4 5 -7 8 -9 -10 -11 -12
leaf_value=-0.00051110778166559858 -0.0007946652420886401 0.0006951765942119168 -0.00044621329729985248 0.00045326452174317258 0.00022442617342103592 -0.00071626569006496242 0.00077295703276665322 -0.00060457126569790317 9.7777091445386347e-05 0.00072233865244062138 -0.00016355396130496869
leaf_weight=0.0012731914794448908 0.0010433346577239612 0.0011193971783693898 0.0010869899122995077 0.0013475693838822136 0.0019374204578666936 0.0017706626918808481 0.0019644471810228749 0.0017298582877853757 0.0016489711837340002 0.0012143765534894935 0.0014678706652367394
leaf_count=585 343 68 313 233 176 943 423 187 112 240 287
internal_value=0 4.17081e-05 8.77481e-05 0.00012862 3.95416e-05 -0.000224768 0.000186022 -0.000141357 0.000464841 0.000372285 0.000207981
internal_weight=0 0.0165608 0.0152876 0.0142006 0.0103989 0.00370808 0.00669085 0.00307743 0.00361342 0.00380164 0.00258727
internal_count=3910 3567 2982 2669 2074 1119 955 420 535 595 355
is_linear=0
shrinkage=0.00196078


Tree=3250
num_leaves=15
num_cat=0
split_feature=403 124 123 133 50 133 4 47 3 1 2 4 1 4
split_gain=0.000165517 9.3772e-05 0.000115053 0.000147468 0.000201597 0.000152081 0.000121854 0.000116622 0.000136672 0.000102137 0.000165095 0.000132853 0.000126182 3.92003e-05
threshold=0.088015000000000024 1.0000000180025095e-35 1.0000000180025095e-35 0.093845000000000026 0.086465000000000014 -0.07248499999999998 -0.34687499999999999 1.0000000180025095e-35 -0.073984999999999981 0.11287500000000002 0.11230000000000001 0.0057500000000000008 0.086560000000000012 -0.030814999999999995
decision_type=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 11 12 13 -8
right_child=-2 -3 -4 -5 -6 6 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.00082055271300110976 -0.00077907640038408425 0.00061896620378953167 0.00063201428164710123 -0.00073448212823756104 -0.00077538705293972996 -0.00062425262308481015 7.4317872888828289e-05 0.00026068606085506051 -0.00069379856541042142 0.00077598858048881177 -0.00054330293708429391 0.00074333163974926438 -0.00045619808368579012 0.00061637480127369078
leaf_weight=0.0010039805147163206 0.0010079756882947167 0.001008494580113266 0.0010326270860594447 0.0011021005146039401 0.0011330944338584356 0.0010141581736435945 0.0010252965130456188 0.0010059825221265849 0.0013518170209354183 0.0010671209285724919 0.0011697374493512686 0.0015834703938918176 0.0011941136921016539 0.0010264314855885311
leaf_count=345 343 98 269 589 469 189 400 167 106 196 106 181 218 234
internal_value=0 4.05633e-05 9.08748e-07 -4.67393e-05 1.3535e-05 9.16608e-05 2.15531e-05 9.10513e-05 -0.000286557 0.000217049 0.000117624 0.000277712 5.05607e-05 0.000345496
internal_weight=0 0.0157184 0.0147099 0.0136773 0.0125752 0.0114421 0.0104381 0.00942397 0.0023578 0.00706617 0.00599905 0.00482931 0.00324584 0.00205173
internal_count=3910 3567 3469 3200 2611 2142 1797 1608 273 1335 1139 1033 852 634
is_linear=0
shrinkage=0.00196078


Tree=3251
num_leaves=10
num_cat=0
split_feature=4 158 156 151 12 47 13 16 0
split_gain=2.96842e-05 5.23647e-05 6.23684e-05 6.31463e-05 9.58429e-05 0.000136431 0.000118195 7.96777e-05 8.89842e-05
threshold=0.27608500000000008 1.0000000180025095e-35 0.084090000000000012 -0.024429999999999997 -0.036459999999999992 0.085165000000000018 -0.09547499999999999 -0.092424999999999993 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10
leaf_value=0.018845607617732334 0.010210992347737329 -0.021160289736585111 -0.020269998858501365 -0.02654227282205298 0.016809834971071649 0.023898923703125841 -0.033662672368861668 0.011095026616349098 -0.020445011776419574
leaf_weight=0.0015289100061104044 0.0018907485824659368 0.0010049735820999587 0.0010738610733224 0.0010018466216591892 0.0015005526851683943 0.0018043301360462019 0.0010331106395492151 0.001396080010978767 0.0014255086571011944
leaf_count=377 441 404 463 138 159 242 248 481 957
internal_value=0 -0.00177561 3.41984e-05 0.00228426 -0.000818234 0.00278135 -0.00433373 -0.0125645 -0.00483947
internal_weight=0 0.0117692 0.0107642 0.00969034 0.00816143 0.00715958 0.00535525 0.0038547 0.00282159
internal_count=3910 3469 3065 2602 2225 2087 1845 1686 1438
is_linear=0
shrinkage=0.0887971


Tree=3252
num_leaves=12
num_cat=0
split_feature=124 48 16 50 2 2 2 42 16 2 3
split_gain=3.46063e-05 5.95056e-05 0.000117264 6.77141e-05 8.73827e-05 0.000148485 6.76814e-05 6.47764e-05 9.69362e-05 4.61031e-05 1.61656e-05
threshold=-0.061329999999999989 0.11930500000000001 -0.50388999999999984 0.088425000000000017 0.106285 0.094010000000000024 0.089910000000000004 -0.089024999999999979 -0.08755499999999998 0.081615000000000007 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9 -10 -6
right_child=1 -3 3 -5 10 -7 -8 8 9 -11 -12
leaf_value=0.012867633562248787 0.024624699193272918 -0.019544760793792491 0.013324205931378685 -0.021364587304906733 0.0069360445079822983 -0.027780778816516173 0.019488544098149586 -0.027090880486759637 -0.0093728451621456713 0.012259029391186536 0.020818977247751908
leaf_weight=0.0011701601140931888 0.0011134100073797006 0.0010218325434789002 0.0011717145985538743 0.0010424089807947292 0.001020269258090606 0.0013573994341108155 0.0010328492244774841 0.0011345219832404174 0.0013063804260417251 0.0011533224894288352 0.0010666168337831444
leaf_count=310 204 145 219 625 398 362 272 361 351 562 101
internal_value=0 -0.00131651 0.000317526 -0.00231374 -0.000165237 -0.00430534 0.00118987 -0.00277572 -0.00802429 0.000770058 0.0140317
internal_weight=0 0.0124207 0.0113989 0.0102855 0.00924307 0.00715619 0.00579879 0.00476594 0.00359422 0.0024597 0.00208689
internal_count=3910 3600 3455 3251 2626 2127 1765 1493 1274 913 499
is_linear=0
shrinkage=0.0788493


Tree=3253
num_leaves=13
num_cat=0
split_feature=403 42 484 4 4 4 3 1 15 13 4 3
split_gain=0.000183225 9.88597e-05 0.000109381 0.000109982 0.000118532 0.000104001 0.000219159 0.000172909 0.000136567 9.85225e-05 0.000171341 9.73443e-05
threshold=0.088015000000000024 0.098285000000000011 -0.0043499999999999988 -1.0000000180025095e-35 -0.48072499999999996 0.25367000000000006 -0.0038649999999999999 0.11198000000000001 -0.095799999999999982 -0.077944999999999987 -0.034289999999999994 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -7 -8 -6 11 -11
right_child=-2 -3 3 5 9 7 8 -9 -10 10 -12 -13
leaf_value=-0.00059122709553552746 -0.00082779278470797226 0.00053615623160587584 -0.00039546047252694572 -0.00099529012926211926 -5.0155667091452773e-05 -0.00029956926469462295 -0.00059928222709588368 0.00073354422465630867 0.00027810212359448351 0.00055793113232073294 0.0010472184870339767 -0.00021173014403808019
leaf_weight=0.0011495201669965592 0.0010010006264935456 0.0013923055183526012 0.0010388382247123462 0.001300479337547122 0.0018447471231907066 0.001343209214411237 0.0010530988987964562 0.0011613793185095498 0.00193589754835178 0.0013368051258476517 0.0014082316463905949 0.0011979507635700255
leaf_count=537 343 469 171 338 618 138 60 224 86 331 230 365
internal_value=0 3.66843e-05 -1.03983e-05 3.86211e-05 0.000214395 -0.000137994 -0.000323368 0.000179486 -3.10225e-05 0.000323858 0.000498842 0.000194182
internal_weight=0 0.0161625 0.0147702 0.0136206 0.00682657 0.00679406 0.00428948 0.00250459 0.002989 0.00578773 0.00394299 0.00253476
internal_count=3910 3567 3098 2561 1715 846 484 362 146 1544 926 696
is_linear=0
shrinkage=0.00196078


Tree=3254
num_leaves=14
num_cat=0
split_feature=403 124 403 13 484 457 52 160 160 15 4 1 2
split_gain=0.000236664 0.000178458 0.000150569 0.0001711 0.000196281 0.000159357 0.00013968 0.000180555 0.000184516 0.000123927 0.000126128 0.000208507 0.000177975
threshold=0.088015000000000024 0.08919500000000001 -1.0000000180025095e-35 -0.42334499999999992 -0.0043499999999999988 -0.0034949999999999994 -0.27466499999999994 -0.080184999999999992 0.091575000000000017 0.088495000000000018 -0.0010999999999999996 0.085990000000000011 1.0000000180025095e-35
decision_type=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 -9 -12
right_child=-2 -3 3 4 5 6 7 8 -10 -11 12 -13 -14
leaf_value=-0.00071689824225055685 -0.00089480839496935624 0.00085132590219311763 -0.00062757346014562752 -0.00067459426283648179 -0.00049940472636635211 -0.00042308345111930618 -0.00024756921089989033 0.00048739343187043251 -0.00025567308307856642 -3.1398921634369414e-05 -0.00012676596848808149 0.0015196690860269342 0.00079575843554428915
leaf_weight=0.0010537536907015308 0.0010846430464862685 0.0010048819415650013 0.0013114434287863136 0.0011180877745575009 0.0011960435005161163 0.0010689645720360552 0.0017850596231881134 0.0016791418812071007 0.0012659725783875989 0.0011736219050660357 0.0014207753590670434 0.0013629126757176337 0.001852131294191108
leaf_count=927 343 74 94 509 184 301 456 159 117 178 153 169 246
internal_value=0 4.93885e-05 -8.70038e-08 4.94952e-05 0.000113271 0.000182067 0.00025228 0.000320777 0.000436664 0.000553706 0.000662446 0.000949877 0.000395289
internal_weight=0 0.0172928 0.0162879 0.0152342 0.0139227 0.0128046 0.0116086 0.0105396 0.00875456 0.00748858 0.00631496 0.00304205 0.00327291
internal_count=3910 3567 3493 2566 2472 1963 1779 1478 1022 905 727 328 399
is_linear=0
shrinkage=0.00196078


Tree=3255
num_leaves=11
num_cat=0
split_feature=123 1 457 49 42 160 2 3 0 16
split_gain=3.0752e-05 7.0454e-05 5.91336e-05 6.09981e-05 7.79474e-05 8.52451e-05 8.93489e-05 7.39622e-05 5.62937e-05 6.98792e-05
threshold=1.0000000180025095e-35 0.12864500000000004 0.088055000000000008 -0.085974999999999982 0.091955000000000023 0.031805000000000007 0.10362500000000001 0.082730000000000012 -0.077944999999999987 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.025562503929667441 0.013284497384166137 0.015434343824538338 0.013786050281044198 0.0037830738087475404 -0.025165399753540606 0.020658953011581067 -0.019452731395342683 0.022688886102521393 0.011484663211303437 -0.026432336035658269
leaf_weight=0.001039303774847602 0.0011442862161489672 0.0015929090111179165 0.0012375831949822955 0.0010922902383019612 0.0010763889907589369 0.0011610875630961356 0.0019967103593613797 0.0010023693744167228 0.0011683764642361908 0.0011389062962258683
leaf_count=167 334 233 168 434 635 334 353 114 239 899
internal_value=0 -0.00133324 -0.0037807 -0.00602766 -0.00367677 -0.000617125 -0.00447784 0.00231473 -0.00369262 -0.0116403
internal_weight=0 0.0125059 0.010913 0.00967543 0.00863613 0.00755974 0.00639865 0.00440194 0.00339957 0.0022312
internal_count=3910 3576 3343 3175 3008 2373 2039 1686 1572 1333
is_linear=0
shrinkage=0.085349


Tree=3256
num_leaves=15
num_cat=0
split_feature=403 403 484 11 3 4 42 2 151 124 49 52 2 2
split_gain=0.000206185 0.000158613 0.000141208 0.000204829 0.000124436 0.000160217 0.000126962 0.000181571 9.43467e-05 9.74808e-05 0.000159033 0.000132712 0.000110925 6.89436e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.015064999999999997 -0.083329999999999987 0.095385000000000011 0.086130000000000012 -0.088294999999999985 -0.018779999999999995 -0.07107999999999999 -0.0066199999999999991 0.098195000000000018 0.090815000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 13 7 -7 -6 -10 -11 -12 -13 -3
right_child=-2 2 -4 -5 8 6 -8 -9 9 10 11 12 -14 -15
leaf_value=-0.00070974149566689182 -0.0008358794656084217 0.0011662735531763749 -0.00061276605132330123 -0.0006836716293995744 0.00056715998330422019 -0.00065752617141697932 0.00071696079385940269 0.0003789575882543785 -0.00056669977775571567 -0.00060019745783150341 -0.0001805414374552472 9.6005117626829175e-05 0.00085941770286047828 0.00047010170562465219
leaf_weight=0.0010071365970295764 0.00108131388773348 0.0010770323245807658 0.0010259472949643222 0.0010746023891838709 0.0010648281849026109 0.0011109147151422182 0.0010614872823081867 0.0014266507566580342 0.0011203977802696974 0.0011187805836710418 0.0019474982738952318 0.0014272084612083485 0.0013867521596179046 0.0010268767810277702
leaf_count=930 343 105 247 203 80 424 229 645 155 79 183 103 121 63
internal_value=0 3.00221e-05 7.69718e-05 0.000124646 0.000187734 0.000405067 0.000158717 -7.48022e-05 3.40618e-05 -4.70248e-05 5.1992e-05 0.000205234 0.000472224 0.000826486
internal_weight=0 0.0168761 0.015869 0.014843 0.0137684 0.00570296 0.00359905 0.00253757 0.00806547 0.00700064 0.00588024 0.00476146 0.00281396 0.00210391
internal_count=3910 3567 2637 2390 2187 1466 1298 1069 721 641 486 407 224 168
is_linear=0
shrinkage=0.00192234


Tree=3257
num_leaves=10
num_cat=0
split_feature=3 1 13 4 4 1 47 15 3
split_gain=2.98438e-05 6.02259e-05 7.87595e-05 9.42908e-05 0.000125761 9.32053e-05 8.47306e-05 5.70403e-05 7.52025e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008 0.11831500000000002 0.087850000000000025 -1.0000000180025095e-35 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 6 -4 -5 -6 -3 -2 -9
right_child=1 2 3 4 5 -7 -8 8 -10
leaf_value=0.012302203886368405 -0.022397541842528689 0.025894867411730735 -0.023096340448971235 0.02359592007704692 0.0086464604741175698 -0.027300162581850713 -0.0033685280499911514 -0.014892805005338388 0.0097961102331030891
leaf_weight=0.0012332260409447316 0.0014620316878940611 0.0017347474506196521 0.0012442522507321594 0.0013530030415542793 0.0010077248189759302 0.0010124260505192245 0.0011533596830052455 0.0017464491715541103 0.0017092470395464159
leaf_count=259 1056 727 240 62 84 98 207 984 193
internal_value=0 -0.00134538 0.00337052 -0.00340851 0.00385373 -0.00936868 0.0142086 -0.00854286 -0.00268124
internal_weight=0 0.0124232 0.00750551 0.00461741 0.00337315 0.00202015 0.00288811 0.00491773 0.0034557
internal_count=3910 3651 1418 484 244 182 934 2233 1177
is_linear=0
shrinkage=0.0836755


Tree=3258
num_leaves=14
num_cat=0
split_feature=484 133 42 160 133 160 52 49 43 13 2 16 13
split_gain=7.00607e-05 7.54199e-05 9.48096e-05 0.000127874 0.000147117 0.000141803 0.000226119 0.000110261 0.000121556 0.000157322 7.81298e-05 5.32281e-05 3.68364e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.10770999999999999 0.093550000000000008 -0.091614999999999988 -0.082234999999999989 0.071660000000000015 -0.047894999999999993 -0.078844999999999985 -0.060719999999999989 0.09142500000000002 -0.033174999999999989 -0.014729999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 10 -9 -10 -7 -11 -8
right_child=1 -3 3 -5 5 6 12 8 9 11 -12 -13 -14
leaf_value=-0.00048254668520806952 -0.00050932713677299577 -0.00047756303507872239 -0.00053262676846940976 -0.00049938972877229309 -0.00029440217457861174 0.00090966465270355128 0.00061102505571309469 -0.00058970249559622736 0.00064709574423124508 -0.00051514165767457397 0.00015659578595250692 0.00012140696291465895 0.0010939168698919052
leaf_weight=0.0011405838277224562 0.0010428308310026632 0.0010819678083572324 0.0010519104383948348 0.0012199805165166748 0.0016450266750318064 0.0010096399393744087 0.0012642840639704098 0.0011130382291411299 0.0014525419916057969 0.0010167682415485164 0.001114193840508813 0.0010035313421928056 0.0011688488000802487
leaf_count=612 188 481 438 161 492 125 164 273 265 168 146 198 199
internal_value=0 2.13376e-05 5.96138e-05 0.000105044 0.000167326 0.000235577 0.000330933 0.000145243 -2.58122e-05 0.000154913 0.000514594 -0.000198953 0.000843001
internal_weight=0 0.0151846 0.0141026 0.0130598 0.0118398 0.0107879 0.00914285 0.00670971 0.00458588 0.00347284 0.00212383 0.0020203 0.00243313
internal_count=3910 3298 2817 2629 2468 2030 1538 1175 904 631 271 366 363
is_linear=0
shrinkage=0.00196078


Tree=3259
num_leaves=14
num_cat=0
split_feature=403 403 453 160 474 160 52 160 15 2 4 0 48
split_gain=0.000215742 0.000148368 0.000151439 0.000128897 0.000228117 0.000123504 0.000123366 0.00016284 0.000112669 0.000147845 0.000122826 0.000127594 0.000122737
threshold=0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 -0.11047499999999999 -0.27466499999999994 0.091575000000000017 -0.095799999999999982 0.10571000000000001 0.0021050000000000005 -0.077944999999999987 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 8 12 10 11 -10 -8
right_child=-2 2 -4 6 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00068322204225591983 -0.00087067386916710567 -9.3223848471105439e-05 -0.00063185901060343103 -0.00029821613343242843 0.00055463582841984405 -0.0010342454406652535 0.00044479165044380607 -0.00023231457909170142 0.00016292391239781256 0.00010930197443402494 0.0013150555653602288 0.00099658354389905979 -0.00043365129950564144
leaf_weight=0.0010117032124067815 0.0010525799128426319 0.0010568546631228156 0.0010391018249776831 0.0014361740057004828 0.0010227718210005059 0.0010884871318598398 0.0014895839996836105 0.0017242466385494924 0.0014617753599909665 0.001777437434969862 0.001196068934103164 0.0013649375070387279 0.001037391844890779
leaf_count=930 343 365 95 350 256 343 202 240 254 186 75 166 105
internal_value=0 4.45713e-05 9.14856e-05 0.000142771 -0.000207386 -0.000570672 0.000239339 0.000316146 0.000429712 0.000580255 0.000788342 0.000565474 8.41671e-05
internal_weight=0 0.0167065 0.0156948 0.0146557 0.00316811 0.00214534 0.0114876 0.0100514 0.0083272 0.00580022 0.00402278 0.00282671 0.00252698
internal_count=3910 3567 2637 2542 964 708 1578 1228 988 681 495 420 307
is_linear=0
shrinkage=0.00196078


Tree=3260
num_leaves=11
num_cat=0
split_feature=52 52 1 39 52 43 43 16 4 2
split_gain=2.96943e-05 7.62199e-05 6.73976e-05 5.85139e-05 6.90315e-05 7.79324e-05 9.34227e-05 0.000127326 9.13929e-05 3.9541e-05
threshold=-0.081429999999999989 -0.27466499999999994 0.079355000000000023 0.084535000000000013 -0.0066199999999999991 0.098320000000000005 -0.0037249999999999996 -0.17157499999999998 0.10597500000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 -6 9 -8
right_child=3 2 -4 -5 5 -7 8 -9 -10 -11
leaf_value=-0.010730720819668865 -0.020802270582050222 -0.00057247594535076341 0.029761148682222172 0.017448093839845268 0.013290493455245019 -0.023290517959058975 0.011474746225539319 -0.026548792858415451 -0.0065483600890190903 0.034758725186648756
leaf_weight=0.0012691748458409152 0.0017348932571494662 0.0010386355380542804 0.0013010083795995291 0.001031231263950729 0.0010752180106640993 0.001066649870230035 0.0012055280883626427 0.0015364053934960812 0.0013445143121116237 0.0010996709103675006
leaf_count=425 459 239 307 284 153 264 297 1087 188 207
internal_value=0 0.00679052 0.0162952 -0.0025943 -0.00487485 -0.00110405 0.00267553 -0.0101468 0.0118508 0.0225821
internal_weight=0 0.00360882 0.00233964 0.0100941 0.00906288 0.00732799 0.00626134 0.00261162 0.00364971 0.0023052
internal_count=3910 971 546 2939 2655 2196 1932 1240 692 504
is_linear=0
shrinkage=0.0887971


Tree=3261
num_leaves=14
num_cat=0
split_feature=403 42 48 158 50 43 4 0 16 16 2 12 1
split_gain=0.000172181 9.60102e-05 0.000135906 0.000105621 0.000141257 0.000143845 0.000170325 0.000187124 0.00012354 0.0001439 0.000111806 7.78392e-05 3.80518e-05
threshold=0.088015000000000024 0.098285000000000011 0.12675000000000003 0.085745000000000002 0.086465000000000014 0.00093000000000000016 0.25367000000000006 -0.23029999999999998 -0.006474999999999999 0.3935300000000001 0.084065000000000015 0.088375000000000023 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 10 12 -9 -7 -10
right_child=-2 -3 -4 -5 -6 11 -8 8 9 -11 -12 -13 -14
leaf_value=0.00066687545585568506 -0.00080595040327960659 0.00050659663843592609 -0.00070880480854868845 -0.0005572637683003964 -0.00059311473809183109 0.00097374478796577826 0.00055232177426828657 -7.1540896696447966e-05 7.1752156350413546e-05 -0.00053879619086239503 -0.00090973785461017503 0.00023421566066160246 0.00055974467179634678
leaf_weight=0.0010581117981871583 0.0010138687128446898 0.0014600931236508725 0.0010261972044606675 0.0010815704840417733 0.0010918645730894584 0.0010747783905542532 0.0019661060508314281 0.0010473345735474882 0.0015486193772198151 0.0012833302786950463 0.0014714032543066032 0.0011147599701805122 0.0010183001084556123
leaf_count=56 343 469 94 324 470 125 265 216 258 237 664 154 235
internal_value=0 2.69246e-05 -2.04538e-05 3.08965e-05 8.10864e-05 0.000144641 3.91437e-05 -9.67051e-05 -0.000223563 -2.68778e-06 -0.000561201 0.000597228 0.000265339
internal_weight=0 0.0162425 0.0147824 0.0137562 0.0126746 0.0115827 0.00939321 0.0074271 0.00636899 0.00385025 0.00251874 0.00218954 0.00256692
internal_count=3910 3567 3098 3004 2680 2210 1931 1666 1610 730 880 279 493
is_linear=0
shrinkage=0.00196078


Tree=3262
num_leaves=10
num_cat=0
split_feature=0 12 42 160 160 43 49 2 52
split_gain=3.19523e-05 0.000115808 7.32905e-05 5.98186e-05 7.64195e-05 0.000114848 6.82648e-05 0.000110015 5.94255e-05
threshold=-0.017269999999999997 0.082640000000000005 -1.0000000180025095e-35 0.093550000000000008 -1.0000000180025095e-35 -0.074254999999999988 -0.047309999999999998 0.091525000000000009 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 8 -6 -7 -8 -4
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.018563072749490372 0.028113327602708953 -0.0066149676827973068 0.003237540044252626 -0.018525451121452433 0.025738961032460563 0.018849921871637587 -0.023360677159453655 0.0097056935282132054 -0.024672360795006509
leaf_weight=0.0016916303773925603 0.0012002423119946886 0.0016764722945916011 0.0011532697954263263 0.0010364728690636467 0.0018817987166434499 0.0010478208180657637 0.0014399852555107061 0.0014927765329130667 0.0010725270391095459
leaf_count=1005 243 203 315 251 383 107 462 331 610
internal_value=0 0.00787461 -0.00224612 0.000778895 0.00325268 0.00836457 0.000150918 -0.00652989 -0.0102112
internal_weight=0 0.00287671 0.0108163 0.00912465 0.00808818 0.00586238 0.00398058 0.00293276 0.0022258
internal_count=3910 446 3464 2459 2208 1283 900 793 925
is_linear=0
shrinkage=0.085349


Tree=3263
num_leaves=14
num_cat=0
split_feature=403 124 123 12 50 133 4 1 2 3 52 4 16
split_gain=0.000135799 9.9188e-05 0.000118281 0.000173912 0.000185491 0.000177033 0.000164605 0.000147479 0.000125366 0.000181742 0.000140994 0.000161688 0.000104561
threshold=0.088015000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.0089849999999999982 0.088425000000000017 -0.062284999999999993 -0.23071499999999998 0.12381000000000002 0.11230000000000001 0.096385000000000012 -0.0066199999999999991 -1.0000000180025095e-35 -0.0041999999999999997
decision_type=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 12 -12 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 11 -13 -14
leaf_value=-0.00083428018088322427 -0.00070685693278861714 0.00061538195934852892 0.00060877815840063574 0.00085505089176592206 -0.00077992555147971964 -0.00059156171945878345 -0.00078684876433403762 0.00079281520817110816 -0.00044190283201141434 0.00085677788069289738 0.0008279845094943222 -9.2403731367242907e-05 3.9193916266138248e-05
leaf_weight=0.0010454323781324453 0.0010442164194031682 0.0010173407133913888 0.0010792540704521328 0.0010037326480841846 0.0010847020755450536 0.0015768647427521843 0.0011796928212767926 0.0010307745012461443 0.0018625281562283866 0.0011123557078965354 0.0011934118571179696 0.001905549796049612 0.0011769123393012507
leaf_count=173 343 98 269 349 572 202 309 113 238 67 619 261 297
internal_value=0 2.25879e-05 -1.69548e-05 -6.4607e-05 -3.30808e-06 6.6648e-05 -5.04428e-06 9.27082e-05 7.10755e-06 0.000134438 -1.28429e-05 0.000262038 -0.000374315
internal_weight=0 0.0162686 0.0152512 0.014172 0.0131265 0.0120418 0.0110381 0.00946123 0.00843045 0.00656792 0.00545557 0.00309896 0.00235661
internal_count=3910 3567 3469 3200 3027 2455 2106 1904 1791 1553 1486 880 606
is_linear=0
shrinkage=0.00196078


Tree=3264
num_leaves=14
num_cat=0
split_feature=403 484 48 52 12 156 51 0 0 43 12 2 52
split_gain=0.000171405 0.000106373 0.000101041 0.000153436 0.000134899 0.000100887 0.000105456 9.71411e-05 0.000148348 0.000105782 8.83201e-05 7.21956e-05 5.10511e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.12649500000000002 0.11588000000000002 -0.023959999999999995 0.090135000000000007 0.085845000000000019 -0.077944999999999987 -0.17106499999999999 -0.12074999999999998 0.086935000000000012 0.085155000000000022 -0.040174999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -6 -9 11 -10 -11
right_child=-2 2 -4 -5 5 -7 -8 9 10 12 -12 -13 -14
leaf_value=-0.00052579424987825101 -0.00078594239026758027 -0.0003453008842474894 -0.00052283931846166555 -0.00045833432842488372 0.00075572772847718307 -0.00030799105854719397 -0.00021077483735343829 0.0011993079382293119 -7.0104529443957092e-05 0.00076413559669672739 -0.0002935381041386192 0.00066279697918713079 0.00017503522415500967
leaf_weight=0.0012095701725971649 0.0010444562298463729 0.0015579111597893757 0.0010019843684659505 0.001558188446409336 0.0015516788079199513 0.0010439361385273941 0.0012031860546000426 0.0010166314621405798 0.0010006274222103678 0.0010250996444720051 0.0017131549244125757 0.0010685987663808828 0.0012616483878026058
leaf_count=585 343 396 106 452 92 249 203 51 251 138 573 217 254
internal_value=0 3.35662e-05 7.8664e-05 0.000121712 0.000194352 0.000271592 0.000333077 0.000408835 0.000245195 0.000673069 3.57551e-05 0.000308384 0.000439116
internal_weight=0 0.0162122 0.0150026 0.0140007 0.0124425 0.0108846 0.00984063 0.00863744 0.00533406 0.00330338 0.00378238 0.00206923 0.00228675
internal_count=3910 3567 2982 2876 2424 2028 1779 1576 1133 443 1041 468 392
is_linear=0
shrinkage=0.00196078


Tree=3265
num_leaves=13
num_cat=0
split_feature=403 11 3 457 16 13 1 1 1 1 15 2
split_gain=0.000198883 0.000121864 0.000109741 0.000116255 9.58353e-05 9.05168e-05 0.000173483 8.73369e-05 0.000246733 0.000167522 0.000141295 0.000118277
threshold=0.088015000000000024 0.077330000000000024 -0.12008499999999998 -0.0034949999999999994 -0.088734999999999994 -1.0000000180025095e-35 0.091310000000000016 0.094695000000000015 0.11183500000000002 0.079945000000000016 -0.038029999999999987 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 9 -9 11 -10 -6
right_child=-2 -3 3 4 7 6 -8 8 10 -11 -12 -13
leaf_value=0.00061501973174326859 -0.00084255896232409626 -0.00048611632779313669 -0.00054009025469895769 -3.5323141214791885e-06 0.0005834025621523981 0.0011624621399974064 0.00011368295584204569 0.00090760587163836112 -0.00052605533055165819 -0.00077756938082026224 0.00038707758878787316 -0.00023929128922418687
leaf_weight=0.0013937849211895078 0.0010502062804328268 0.0015522177381562382 0.0012203823635734369 0.0017741230445983153 0.001025603229406768 0.0010873936575685399 0.0013708294573827047 0.0012392167372586912 0.0015813593768585089 0.001402779955348165 0.0011079813343992662 0.0019479628584725438
leaf_count=138 343 272 301 594 587 83 107 252 195 392 75 571
internal_value=0 3.71368e-05 9.07426e-05 3.76281e-05 9.38635e-05 0.000334006 0.00057761 -2.85177e-05 0.000183709 -0.00021903 -0.000149854 4.44614e-05
internal_weight=0 0.0167036 0.0151514 0.0137576 0.0125372 0.00423235 0.00245822 0.0083049 0.00392856 0.00437635 0.00268934 0.00297357
internal_count=3910 3567 3295 3157 2856 784 190 2072 522 1550 270 1158
is_linear=0
shrinkage=0.00196078


Tree=3266
num_leaves=10
num_cat=0
split_feature=15 15 43 43 52 52 16 52 4
split_gain=2.76175e-05 6.04123e-05 4.21441e-05 6.3738e-05 0.000165931 8.98117e-05 8.99281e-05 9.208e-05 9.79909e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.17307499999999998 -0.0037249999999999996 -0.030179999999999995 -0.087604999999999988 -0.19424999999999998 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 8 -8
right_child=1 2 3 5 -6 6 7 -9 -10
leaf_value=0.012195510911064246 -0.021253403566841671 0.012216666946388101 0.0070310599137997087 -0.019740176637049026 -0.034349123871047313 -0.012060475139171809 0.019540064395919696 0.029031624191587595 -0.015519236276326611
leaf_weight=0.0012502711773703769 0.0010605022997349804 0.0019246091413544506 0.0015515655154494565 0.0011116854892887808 0.0013944560663061247 0.0013588081861690485 0.0012626691919101311 0.001736942156254492 0.0011585844174168362
leaf_count=317 297 233 625 282 1238 157 258 376 127
internal_value=0 -0.00137186 0.000461672 -0.00190119 -0.0125556 0.00283401 0.00738275 0.0137364 0.00276398
internal_weight=0 0.0125598 0.0114993 0.00957471 0.00294602 0.00662869 0.005517 0.0041582 0.00242125
internal_count=3910 3593 3296 3063 1863 1200 918 761 385
is_linear=0
shrinkage=0.087056


Tree=3267
num_leaves=13
num_cat=0
split_feature=403 484 156 160 42 4 2 47 4 49 12 0
split_gain=0.000170181 9.62818e-05 8.3206e-05 0.000106047 0.000136852 0.000143567 0.000159076 0.000196613 0.000255908 0.000108239 0.000152469 7.12365e-05
threshold=0.087440000000000004 -0.0043499999999999988 0.091280000000000014 -0.092169999999999988 -0.09602999999999999 -0.00072999999999999985 0.12068000000000001 0.09252500000000001 0.05309500000000001 -0.00064499999999999985 0.084100000000000022 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 9 7 8 -7 -6 -11 -12
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 11 -13
leaf_value=-0.00049344633384450318 -0.00079476146363607805 -0.00042171495398382922 -0.00045704088685621111 -0.00048359679214577783 -2.2695999446792517e-05 -8.0380154376312677e-05 -0.00065166213105375586 -0.00043779081301745416 0.0010312320886437104 0.0010550193827864184 0.00057746951323862418 -9.96721808224718e-05
leaf_weight=0.0012264581572651199 0.0010125259753613397 0.0012643036298149819 0.0010367542984464151 0.0011062387094048559 0.0013441953782216895 0.0016767083973804249 0.0010958475827899114 0.001381952677553179 0.0015162603528325624 0.0017706395543065131 0.0014646289079268979 0.0010086810605916556
leaf_count=585 349 449 313 188 253 158 174 115 257 192 824 53
internal_value=0 3.43131e-05 7.84468e-05 0.00011918 0.000174485 0.000239144 1.93472e-05 0.000180077 0.000447496 0.000462191 0.000615771 0.000301313
internal_weight=0 0.0158927 0.0146662 0.0136295 0.0123652 0.0112589 0.00567077 0.00457492 0.00319297 0.00558814 0.00424395 0.00247331
internal_count=3910 3561 2976 2663 2214 2026 704 530 415 1322 1069 877
is_linear=0
shrinkage=0.00196078


Tree=3268
num_leaves=15
num_cat=0
split_feature=403 403 453 16 484 13 42 52 52 4 4 49 4 13
split_gain=0.000165597 0.000120827 0.000104732 0.000113912 9.36331e-05 9.75177e-05 0.00010972 0.000131765 0.000183126 0.000144138 9.28505e-05 0.000157059 0.000118276 5.6148e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.50388999999999984 0.087420000000000012 -0.42334499999999992 -0.10770999999999999 0.067395000000000024 0.11262000000000001 0.074650000000000008 -0.0017649999999999999 -0.045004999999999996 -0.032604999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 9 -9 10 12 -12 13 -8
right_child=-2 2 -4 4 -6 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.00061706732770416004 -0.00075367973560588474 0.00062548342440152632 -0.0005201951460317842 -0.0003840742341181116 -0.00050205149314327155 -0.0003927628773427578 0.00019715990794320153 0.0010962719031602146 8.732180016154599e-05 0.00060616941373537836 0.00014765866681813343 -0.00090999540395725299 0.00065261539854787358 -0.00045626487747759802
leaf_weight=0.0010243480304958459 0.0010873241000189026 0.0015367413534117776 0.0010520475375551666 0.0013672245426351879 0.0010439524809071803 0.0011819762003157765 0.0010009871899285291 0.0014113521261390413 0.0013562483097895595 0.001632082987706192 0.0010956536025187869 0.0010640146790465784 0.0011595058909651818 0.0010216035741511939
leaf_count=930 343 209 95 65 285 130 241 152 341 204 65 223 395 232
internal_value=0 3.56878e-05 7.76794e-05 0.000119975 6.17178e-05 0.000109604 0.000171395 0.000239847 0.000601841 9.61875e-05 -5.96285e-05 -0.000373421 0.00015334 -0.000132883
internal_weight=0 0.0169477 0.0159234 0.0148713 0.0133346 0.0122906 0.0109234 0.00974145 0.0027676 0.00697385 0.00534176 0.00215967 0.0031821 0.00202259
internal_count=3910 3567 2637 2542 2333 2048 1983 1853 493 1360 1156 288 868 473
is_linear=0
shrinkage=0.00196078


Tree=3269
num_leaves=14
num_cat=0
split_feature=403 453 4 158 42 160 43 43 47 43 150 16 1
split_gain=0.000147871 9.838e-05 0.000119453 6.16371e-05 8.22637e-05 0.000125228 8.60907e-05 8.25908e-05 0.000101798 9.28647e-05 0.000106149 9.28904e-05 5.095e-05
threshold=0.088015000000000024 1.0000000180025095e-35 0.27608500000000008 1.0000000180025095e-35 -0.10770999999999999 -0.082234999999999989 -0.17307499999999998 -0.079109999999999986 0.092255000000000018 0.0016850000000000001 0.083205000000000015 -0.004514999999999999 0.11257500000000001
decision_type=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 -9 -4
right_child=-2 -3 12 -5 5 6 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00050139541712211839 -0.00073653838079434334 -0.0005522360074790212 0.00019459945050557352 -0.00046979544818356655 -0.00052379355841590742 0.00064322105714438669 -0.00033115859486478456 -0.0008263571204833787 0.00067229418288496199 0.00041516905508217798 0.00023765979484740524 -8.2695029138616799e-06 0.00081243499984404936
leaf_weight=0.0010059256796442579 0.0010421445920779189 0.0010597692162634944 0.0010196226419363985 0.0010046414209095673 0.0011662378662983626 0.0012200346267794418 0.0015024268487892475 0.0010334373714463861 0.0012945219093474652 0.0019583701604166254 0.0018495686573088508 0.00110332291849259 0.001033131439825731
leaf_count=155 343 98 110 378 530 102 511 462 141 354 130 310 286
internal_value=0 2.5373e-05 6.56681e-05 -3.05894e-06 3.55853e-05 8.41265e-05 0.000155297 8.71996e-05 0.000174026 6.55223e-05 -0.000106249 -0.000403935 0.00050555
internal_weight=0 0.016251 0.0151912 0.0131385 0.0121338 0.0111279 0.00996168 0.00874165 0.00723922 0.0059447 0.00398633 0.00213676 0.00205275
internal_count=3910 3567 3469 3073 2695 2540 2010 1908 1397 1256 902 772 396
is_linear=0
shrinkage=0.00196078


Tree=3270
num_leaves=11
num_cat=0
split_feature=4 3 12 3 133 52 4 150 16 4
split_gain=2.88123e-05 4.89907e-05 3.89929e-05 5.11213e-05 6.92558e-05 6.0372e-05 9.54235e-05 0.000135441 8.99967e-05 5.22755e-05
threshold=0.27020000000000005 0.11265500000000002 -0.082224999999999993 0.13772500000000001 1.0000000180025095e-35 0.0033900000000000002 -0.078484999999999985 0.086645000000000014 -0.070594999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 9 -7 -8
right_child=1 -3 3 -5 -6 8 7 -9 -10 -11
leaf_value=-0.017927611335783369 0.022766771783274201 -0.0038663321055016427 -0.028381810371612338 0.015175992988088647 -0.019007728799704238 -0.0056935280583902178 0.023902980060972839 -0.023326804606371942 0.029017520834850312 0.0014493435904899682
leaf_weight=0.00104002603391365 0.0010313099407136218 0.0010629291991868465 0.0010045834178523672 0.0014103074586979828 0.0016142625046592458 0.0010659251463073028 0.0013263243139485176 0.0012284090910710602 0.0012072369018199629 0.0019282865345553622
leaf_count=226 319 153 403 110 1217 534 312 115 281 240
internal_value=0 0.00924916 -0.00182934 -0.000276987 -0.00260162 0.000810905 -0.00413093 0.00130336 0.0127409 0.0105997
internal_weight=0 0.00209424 0.0118254 0.0107853 0.00937503 0.00776077 0.0054876 0.00448302 0.00227316 0.00325461
internal_count=3910 472 3438 3212 3102 1885 1070 667 815 552
is_linear=0
shrinkage=0.087056


Tree=3271
num_leaves=12
num_cat=0
split_feature=49 3 3 151 4 2 42 484 16 52 4
split_gain=3.49839e-05 7.49382e-05 0.000170175 5.72152e-05 0.000100065 8.80484e-05 7.6271e-05 4.46207e-05 0.000104515 5.81288e-05 2.2877e-05
threshold=-0.045004999999999996 -0.082139999999999977 0.096385000000000012 -0.074204999999999979 0.40359500000000004 0.11339500000000001 0.091955000000000023 0.049200000000000008 -0.15168999999999996 0.083750000000000005 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 8 -5 10 -10
right_child=3 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.027720985873684607 -0.021566094188719669 -0.026073507256089555 0.024354981036591245 0.023638726680979761 0.024310894163116409 -0.027231721477617779 -0.022940386829008452 0.021186670972572368 -0.027156278652939105 0.0046647291882847379 -0.0078833001984744966
leaf_weight=0.0010682747164135926 0.0011704396515155062 0.0011276214813917976 0.0010697441885299183 0.0012000415911687639 0.0011820330652791465 0.0011401969592301966 0.0010272263540731285 0.0010043256754891424 0.001015854701895118 0.0018449499893880041 0.0010051719459287767
leaf_count=184 354 230 115 153 304 285 515 249 652 665 204
internal_value=0 0.00804319 -0.00152339 -0.00267973 -0.000333038 -0.00386918 -0.000116083 0.00374626 0.000288736 -0.00695936 -0.0175707
internal_weight=0 0.00326564 0.00219737 0.0105902 0.0094198 0.00823777 0.00709757 0.00607034 0.00506602 0.00386598 0.00202103
internal_count=3910 529 345 3381 3027 2723 2438 1923 1674 1521 856
is_linear=0
shrinkage=0.0905731


Tree=3272
num_leaves=14
num_cat=0
split_feature=403 48 484 0 52 4 4 12 1 16 4 4 3
split_gain=0.000155395 0.000121169 0.000104979 0.000154013 0.000184865 0.000154383 0.000186148 0.000139852 0.000192994 0.000156418 0.000100348 8.09991e-05 0.000133221
threshold=0.088015000000000024 0.12675000000000003 -0.0043499999999999988 -0.23029999999999998 0.11588000000000002 0.27020000000000005 -0.083329999999999987 -0.023959999999999995 0.11287500000000002 -0.014099999999999998 0.050655000000000006 -0.49269499999999994 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 11 -8 9 10 -9 -5 -13
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 -12 12 -14
leaf_value=-0.00050720752009450986 -0.00074743871301518564 -0.00057711532352295496 0.00067858052210570798 -5.1739667035100292e-05 -0.00064643829256844022 0.00079917764979117061 -0.00079571465972570223 -0.0010125557748901762 0.00059081014420520441 0.00019010937508828586 -0.00017931947002528559 0.00015192921127424623 0.0010440862445913605
leaf_weight=0.0010500225968555167 0.0010026273448162813 0.0011194582430882781 0.0016281745963515606 0.0010056002126100638 0.0012654987721257898 0.0011399808470135388 0.0010244023686953917 0.0010502151443191696 0.0014042627308029909 0.0017191902196979298 0.0010868497330823179 0.001244635400368347 0.0012295122679902241
leaf_count=564 343 125 98 149 434 293 191 572 105 474 111 263 188
internal_value=0 3.27557e-05 7.87355e-05 0.000123325 4.904e-05 0.000129751 5.15987e-05 -0.000145895 -1.93532e-05 -0.000241545 -0.000588796 0.000408301 0.000595281
internal_weight=0 0.0159678 0.0148483 0.0137983 0.0121701 0.0109046 0.00976467 0.00628492 0.00526052 0.00385626 0.00213706 0.00347975 0.00247415
internal_count=3910 3567 3442 2878 2780 2346 2053 1453 1262 1157 683 600 451
is_linear=0
shrinkage=0.00192234


Tree=3273
num_leaves=14
num_cat=0
split_feature=403 484 160 3 156 4 1 43 12 52 4 47 12
split_gain=0.00013095 0.000116932 9.70066e-05 9.537e-05 7.98892e-05 9.13117e-05 0.000130842 0.000161823 0.000119669 0.00015927 9.16129e-05 0.000173009 8.36556e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.098319999999999991 -0.15653499999999998 0.089280000000000012 -0.0010999999999999996 0.090355000000000005 0.0016850000000000001 -0.023959999999999995 -0.082554999999999976 0.05309500000000001 0.09252500000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 12 -7 -10 -11 -12 -5
right_child=-2 2 3 4 -6 8 -8 -9 9 10 11 -13 -14
leaf_value=-0.00056731810975620784 -0.00069363185985251178 -0.0004469371626049987 0.00070207644232668097 0.00020199220495128843 -0.00045254999516501323 -0.00064407885483475091 0.00081589127363935034 0.00067367729779761038 0.00071782513008833741 -0.00057030413286836984 0.00048159283887218513 -0.00051972609622858508 -0.00051816989872641281
leaf_weight=0.0011774350921141116 0.001031925025776345 0.0012527961451263636 0.0010129506342723043 0.0011909723040908482 0.0010087197713127124 0.0010437435848142627 0.0014424270409455538 0.0013337236997597174 0.0011754189249996161 0.0011499708768235618 0.0016865046112871131 0.0010935923844103135 0.001293874755649134
leaf_count=585 343 466 179 135 248 236 363 229 108 121 187 75 635
internal_value=0 2.72191e-05 7.48898e-05 0.000123561 7.63741e-05 0.000123134 0.00031277 0.000122721 -3.91108e-05 8.45663e-05 -0.000104831 8.77092e-05 -0.000173001
internal_weight=0 0.0158621 0.0146847 0.0134319 0.0124189 0.0114102 0.005261 0.00381857 0.00614923 0.00510549 0.00393007 0.0027801 0.00248485
internal_count=3910 3567 2982 2516 2337 2089 1362 999 727 491 383 262 770
is_linear=0
shrinkage=0.00196078


Tree=3274
num_leaves=13
num_cat=0
split_feature=403 42 484 4 43 4 43 15 150 1 1 15
split_gain=0.000136156 0.000128859 0.000133134 0.000118166 0.000113524 0.000234976 0.000210507 0.00010789 0.000145732 0.000183407 4.02714e-05 2.80651e-05
threshold=0.088015000000000024 0.098285000000000011 -0.0043499999999999988 -1.0000000180025095e-35 0.0016850000000000001 -0.034289999999999994 -0.083684999999999996 1.0000000180025095e-35 0.085075000000000026 0.11198000000000001 0.12577000000000002 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 11 -11 -5
right_child=-2 -3 3 7 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.00066747765585609684 -0.00070383847896698893 0.00058329466784174723 0.00029353576567091229 -0.00038449163451951418 0.00065320226357962945 0.00061039104951844236 -0.00067985427168580344 -0.00072733926891475854 0.00047861610070104756 0.00045651744362406774 -7.6757246460805537e-05 -0.00081944813505617465
leaf_weight=0.0011118386369139777 0.0010061605779112933 0.0013956187230709264 0.0014943046908148048 0.0010273453990526133 0.0015902663275308478 0.001873354018713665 0.0018221831102604533 0.0010323109106367134 0.0014332645218595669 0.0010006818715770497 0.0010969501281800607 0.0011753798436506028
leaf_count=537 343 469 282 115 227 483 723 76 162 92 144 257
internal_value=0 2.51404e-05 -2.80031e-05 2.4484e-05 0.00020384 6.61468e-05 -0.000241275 -0.000155248 -5.22454e-05 -0.000229176 0.000177643 -0.000616586
internal_weight=0 0.0160535 0.0146579 0.013546 0.00678011 0.00518984 0.00331649 0.00676593 0.00573362 0.00430036 0.00209763 0.00220273
internal_count=3910 3567 3098 2561 1715 1488 1005 846 770 608 236 372
is_linear=0
shrinkage=0.00192234


Tree=3275
num_leaves=14
num_cat=0
split_feature=403 52 160 42 52 151 49 15 160 52 0 4 52
split_gain=0.00015846 9.96385e-05 0.000134405 0.000114619 0.000138782 0.000136698 0.000215974 0.000115635 9.82279e-05 0.000102323 0.000137179 0.000137159 0.000147588
threshold=0.088015000000000024 0.28122000000000008 -0.088224999999999984 0.098285000000000011 -0.27466499999999994 0.069165000000000018 -0.085974999999999982 -0.19153499999999998 0.087260000000000018 -0.048794999999999991 -0.11756999999999999 0.05309500000000001 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 9 -9 -11 12 -12
right_child=-2 -3 3 -5 5 -7 7 8 -10 10 11 -13 -14
leaf_value=0.00074706095974121881 -0.00075509970075955766 -0.00053082432154276111 -0.00063566564788948511 0.00055981959048741019 -0.00089538542842787017 0.0007265794408915702 -0.00047780871255400628 0.00061745937589951063 -0.00035643379252901943 -0.00045808652801664377 -0.00046553177882907088 0.00088187477999064493 0.00043194693095620216
leaf_weight=0.0010578064364740103 0.0010462748717433501 0.0011295536198616994 0.0013229742118630395 0.0013840535795818622 0.0010060938740967832 0.0010027334443255551 0.0013349561919478422 0.0019374057757299565 0.00128405293029373 0.0013149163459943653 0.0012189753219745891 0.0010458500034964081 0.0016690332009141745
leaf_count=363 343 349 373 389 90 120 215 296 251 141 553 120 307
internal_value=0 3.15043e-05 7.22763e-05 2.31206e-05 -3.34235e-05 3.40176e-05 -3.02166e-05 5.85569e-05 0.000143091 0.000232348 9.01973e-05 0.000273465 5.31377e-05
internal_weight=0 0.0167084 0.0155789 0.014521 0.013137 0.011814 0.0108113 0.00980519 0.00847023 0.00718618 0.00524877 0.00393386 0.00288801
internal_count=3910 3567 3218 2855 2466 2093 1973 1883 1668 1417 1121 980 860
is_linear=0
shrinkage=0.00196078


Tree=3276
num_leaves=14
num_cat=0
split_feature=403 484 48 52 12 42 2 3 3 457 49 13 16
split_gain=0.00018119 0.000123003 0.000117932 0.000146243 0.000107396 8.68934e-05 0.000134584 0.000147876 0.000127868 0.000112316 0.00016148 0.000124232 7.41454e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.12738500000000003 0.11588000000000002 -0.023959999999999995 -0.089024999999999979 0.086875000000000022 -0.077894999999999978 -0.115685 0.085130000000000025 -1.0000000180025095e-35 -0.10023999999999998 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 -8 10 -10 -12 -9
right_child=-2 2 -4 -5 5 6 8 12 9 -11 11 -13 -14
leaf_value=-0.00056972666257678174 -0.00081205130735240085 -0.00027831823660597835 -0.00057353134199303075 -0.00043403246884992117 0.00073232897148736286 -0.00053474560692555147 0.00094934391278128747 -0.00012129811653917634 -0.00055587765361797949 0.00075272405585638958 0.00078561962187798269 -8.5050116800698298e-05 0.00062553755645903023
leaf_weight=0.0012242088819054463 0.0010488199073663542 0.0016251806540338214 0.0010038096132219251 0.001615104871581073 0.0013262618214720549 0.0016479005941072954 0.0012036111558143894 0.0010153769383641209 0.0011207343264138447 0.0012109201141142778 0.0012272327482864592 0.001294839466545052 0.0010290574757171565
leaf_count=585 343 398 101 454 279 596 163 97 146 110 55 516 67
internal_value=0 2.83632e-05 7.6156e-05 0.00012171 0.00019238 0.000261446 0.000197391 -9.76772e-05 0.000377253 0.000235388 6.34183e-05 0.000338615 0.000254618
internal_weight=0 0.0165442 0.01532 0.0143162 0.0127011 0.0110759 0.00974967 0.00369234 0.00605734 0.00485373 0.00364281 0.00252207 0.00204443
internal_count=3910 3567 2982 2881 2427 2029 1750 760 990 827 717 571 164
is_linear=0
shrinkage=0.00196078


Tree=3277
num_leaves=11
num_cat=0
split_feature=158 14 48 0 1 52 0 2 43 4
split_gain=4.49372e-05 6.66725e-05 6.65073e-05 0.000112364 0.000120184 0.000110293 0.000100683 0.000111007 4.82135e-05 2.14322e-05
threshold=0.084965000000000027 -0.13131999999999996 0.11930500000000001 -0.10575999999999998 0.085990000000000011 -0.0066199999999999991 -0.084304999999999977 0.10113500000000002 -0.088289999999999993 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 8 -8 -10
right_child=-2 2 -4 6 5 -7 7 -9 9 -11
leaf_value=-0.020755228610423261 -0.019067952090020684 -0.0085821698742785286 -0.018501022423812005 -0.023832444232866366 0.0066289509491636901 0.042948645316373817 0.00056321137844030588 -0.016201709534261231 0.012581020521487508 0.030856335662982071
leaf_weight=0.0010783961723619473 0.0010005774147396696 0.0010814704585380892 0.0010925813604132891 0.0014026349001583695 0.0012434173935033342 0.0016747903224174228 0.0016484556954112803 0.0016416883355125853 0.0011253227402366695 0.0010669914407838515
leaf_count=154 423 174 147 975 128 182 286 449 421 571
internal_value=0 0.00124682 0.0032278 0.00540888 0.0177242 0.0274732 -0.00174533 0.00390544 0.0125 0.0214756
internal_weight=0 0.0130557 0.0119774 0.0108848 0.00399968 0.00291821 0.00688509 0.00548246 0.00384077 0.00219231
internal_count=3910 3487 3333 3186 484 310 2702 1727 1278 992
is_linear=0
shrinkage=0.0923845


Tree=3278
num_leaves=14
num_cat=0
split_feature=14 124 12 48 2 52 15 0 52 13 12 457 2
split_gain=0.000302248 0.000238523 0.000169006 0.000151253 0.000142121 0.000142648 0.000155503 0.000220048 0.000117163 0.00020404 0.000188957 0.00010871 0.000153135
threshold=0.05884000000000001 0.10143000000000002 0.10852500000000001 0.12675000000000003 0.11542500000000001 0.11262000000000001 -0.076594999999999983 -0.10071499999999999 0.086635000000000004 -0.0030249999999999995 0.092150000000000024 0.041935000000000007 0.091025000000000009
decision_type=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 -9 12 -1
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00084118377287664659 -0.0010498545855227783 0.00097605556875119911 -0.0006750802835829477 -0.0006277223514115414 0.00060871061824405788 -0.00063524406095286209 0.00095065926077215123 -0.00020766518611201826 0.00057354362230157586 -0.00070329749672131943 0.00085394385073034307 0.0002529506597070758 7.7991880827402003e-05
leaf_weight=0.0015202020226204932 0.0010110653077247322 0.0010133978165450244 0.0013268026724741937 0.0011549440220413381 0.0019031520798863865 0.0011170072920618319 0.0014801991482607732 0.0015342624858438675 0.001456700033274555 0.0013290813517621292 0.0011116523367245938 0.0013760150102399005 0.0012866235806006168
leaf_count=385 141 55 301 106 349 454 119 678 374 389 208 132 219
internal_value=0 5.25592e-05 -3.82986e-06 5.44954e-05 0.000110317 3.26449e-05 9.98873e-05 0.00028047 9.78363e-05 -7.64941e-05 0.000238358 -0.000198516 -0.000419842
internal_weight=0 0.01761 0.0165966 0.0152698 0.0141149 0.0122117 0.0110947 0.0069119 0.0054317 0.003975 0.00264591 0.00418284 0.00280683
internal_count=3910 3769 3714 3413 3307 2958 2504 1768 1649 1275 886 736 604
is_linear=0
shrinkage=0.00196078


Tree=3279
num_leaves=12
num_cat=0
split_feature=158 50 52 0 52 47 0 4 1 0 3
split_gain=3.66119e-05 5.72427e-05 5.32969e-05 0.000102491 0.000116254 0.000101506 7.81141e-05 0.000104035 0.000132318 0.000101273 6.97626e-05
threshold=0.084965000000000027 0.088425000000000017 0.11401500000000002 -0.017269999999999997 -0.24456499999999998 0.09252500000000001 -0.14867499999999997 -0.06272999999999998 1.0000000180025095e-35 -0.23029999999999998 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -8 -9 -6 -5
right_child=-2 -3 -4 10 5 -7 7 8 -10 -11 -12
leaf_value=-0.026385416791242969 -0.016857365862467739 -0.016533657599920964 -0.014555323391362288 0.0062685695059825804 0.017129075479153943 -0.018863979317816953 -0.0014425133877581033 0.0081077267025438261 0.051229481219815416 -0.021377422415341261 0.039357108576595086
leaf_weight=0.0011200150423614956 0.0010023328865876808 0.0013528383632749807 0.0012467748574258282 0.0010223564377148105 0.0010437194703151187 0.0012189637403159813 0.0014322482047493526 0.0011732058257544432 0.0011618302967143922 0.0012097294745155181 0.0010695742234542063
leaf_count=304 423 667 336 181 79 172 732 421 346 115 134
internal_value=0 0.00110533 0.00314515 0.00525664 0.000769936 0.004971 0.00979665 0.0177757 0.0295636 -0.00354255 0.0231863
internal_weight=0 0.0130513 0.0116984 0.0104516 0.00835971 0.0072397 0.00602073 0.00376728 0.00233504 0.00225345 0.00209193
internal_count=3910 3487 2820 2484 2169 1865 1693 1499 767 194 315
is_linear=0
shrinkage=0.0905731


Tree=3280
num_leaves=11
num_cat=0
split_feature=1 0 15 16 15 3 12 39 47 4
split_gain=3.14507e-05 0.000111501 6.38933e-05 7.83881e-05 5.08789e-05 7.04312e-05 8.72428e-05 6.95842e-05 5.61336e-05 3.9415e-05
threshold=0.076710000000000014 -0.084074999999999997 0.041585000000000004 0.22945500000000005 0.079360000000000014 -0.10315499999999998 0.051320000000000005 0.005105000000000001 0.091680000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 7 8 9 -7
right_child=4 2 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.029852846644204612 0.023021934554600835 -0.023446936813963409 0.018682659415142917 0.0094615217647809908 -0.013330847916297902 -0.0038960863264456149 -0.020724402353864222 0.02383908082413114 -0.016793750475061063 0.014963665210169431
leaf_weight=0.0011267775331832673 0.0013965351162195513 0.0010854354608307538 0.0011274531529687389 0.0011091017288282871 0.0012989735627599282 0.0015644865360554825 0.0011137136463851213 0.0012745442229943156 0.0010529179727529758 0.0018130984833590888
leaf_count=1009 286 237 569 193 496 209 324 321 90 176
internal_value=0 -0.00618824 0.0018385 -0.00681526 0.00267916 0.0052106 0.0015627 0.00591349 0.00075675 0.00622789
internal_weight=0 0.00444877 0.00332199 0.00219454 0.00951427 0.0082153 0.00681876 0.00570505 0.0044305 0.00337759
internal_count=3910 2008 999 430 1902 1406 1120 796 475 385
is_linear=0
shrinkage=0.087056


Tree=3281
num_leaves=11
num_cat=0
split_feature=11 3 1 13 4 0 52 16 52 133
split_gain=3.6839e-05 5.06535e-05 5.62073e-05 9.04463e-05 8.57284e-05 7.97391e-05 0.000105112 8.87372e-05 5.84065e-05 9.3076e-05
threshold=0.079700000000000007 -0.12008499999999998 0.088010000000000019 -0.0024749999999999993 -0.0025899999999999994 -0.10071499999999999 -0.074484999999999982 -0.15595499999999998 0.086950000000000013 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 6 -5 -8 9 -3
right_child=-2 2 3 5 -6 -7 7 -9 -10 -11
leaf_value=0.018662343209277232 -0.017459500412596526 -0.015125686825263215 0.039380801107403926 -0.021965010971351583 0.00286399750803997 -0.024298055166950522 -0.0045171690483799768 0.03405684883533952 -0.027455135631684099 0.020857054281362957
leaf_weight=0.0014375161952946249 0.0010891169446915006 0.0019438748459972171 0.0011368863401294272 0.0010098500565276503 0.0013537083151642754 0.0012936947247164173 0.001079056621466666 0.0012227656214533478 0.0012619655196710704 0.0010719962489757731
leaf_count=192 254 774 490 45 394 260 85 65 765 586
internal_value=0 0.00132214 -0.000869459 0.00448172 0.0195329 -0.00365799 0.00440499 0.015974 -0.00974586 -0.00233556
internal_weight=0 0.0128113 0.0113738 0.00709596 0.00249059 0.00460537 0.00331167 0.00230182 0.00427784 0.00301587
internal_count=3910 3656 3464 1339 884 455 195 150 2125 1360
is_linear=0
shrinkage=0.0980392


Tree=3282
num_leaves=10
num_cat=0
split_feature=11 3 1 4 1 15 3 0 0
split_gain=3.06765e-05 4.723e-05 4.81038e-05 8.41147e-05 0.00013436 7.76112e-05 0.000132426 8.92008e-05 5.87341e-05
threshold=0.077330000000000024 -0.12008499999999998 0.094695000000000015 0.053925000000000008 0.11215000000000001 -0.0058549999999999991 0.084925000000000014 -0.082994999999999985 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -7 -5
right_child=-2 2 3 8 -6 7 -8 -9 -10
leaf_value=0.019015860532698256 -0.014310398284895475 -0.046027871671221673 0.039572844329820944 -0.017314271959040915 -0.0062434360240265132 0.018486165930315802 0.0011717710319872211 -0.012089625454533423 0.0089610145358774047
leaf_weight=0.0012535251738767976 0.0012790433219382344 0.0010342797201686785 0.0013367182350326134 0.0016233320828942864 0.0010604394945272029 0.0016343353491213341 0.0011707996326699721 0.0019135595937834157 0.001523626368904389
leaf_count=168 279 1063 305 179 184 554 81 799 298
internal_value=0 0.00131506 -0.000649019 0.00574003 0.0193049 -0.00680612 -0.0209669 0.00199509 -0.00459287
internal_weight=0 0.0125506 0.0112971 0.00554412 0.00239716 0.00575297 0.00220508 0.00354789 0.00314696
internal_count=3910 3631 3463 966 489 2497 1144 1353 477
is_linear=0
shrinkage=0.0961169


Tree=3283
num_leaves=14
num_cat=0
split_feature=403 453 4 1 1374 52 160 15 13 39 457 4 16
split_gain=0.00015352 9.84239e-05 0.000144199 8.49315e-05 6.71288e-05 0.000102257 0.000116737 0.000203623 0.000158901 0.000160258 0.000145807 0.000199153 0.000185589
threshold=0.088015000000000024 1.0000000180025095e-35 0.27608500000000008 0.11257500000000001 -0.049459999999999997 -0.40083499999999994 -1.0000000180025095e-35 -0.0089749999999999986 -0.13934999999999997 0.005105000000000001 0.081330000000000013 -0.083329999999999987 -0.114825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 -7 -8 10 11 -10 -13
right_child=-2 -3 3 -5 5 6 8 -9 9 -11 -12 12 -14
leaf_value=-0.00049077044359872423 -0.00073166670258905308 -0.00053792237253068211 0.00013537023235238635 0.00091830201838344686 -0.0005641422328654716 -0.00097210297846666682 -0.00030958458718044192 0.00017507938815951283 0.00053062828545425616 0.00099318527539430019 0.00086571272585967264 0.00020156485675101713 -0.00079165485314054717
leaf_weight=0.0010109873642822906 0.001082463176656885 0.0010953322810110513 0.0010215703010845168 0.0011131484378159187 0.0010082865112977747 0.0010017027811698334 0.0019212573624729804 0.00146467591672624 0.0020005003140608087 0.0011584847082294356 0.0010319484023791903 0.0015116717580159521 0.0013869198863229091
leaf_count=80 343 98 110 286 371 528 116 433 384 184 65 115 797
internal_value=0 3.02765e-05 7.00922e-05 0.00054363 -4.80676e-06 3.45433e-05 8.71388e-05 -0.000290841 0.000190597 0.000326146 0.000195856 5.47571e-05 -0.000273672
internal_weight=0 0.0167265 0.0156312 0.00213472 0.0134964 0.0124854 0.0114772 0.00246638 0.00901078 0.00708953 0.00593104 0.00489909 0.00289859
internal_count=3910 3567 3469 396 3073 2993 2622 961 1661 1545 1361 1296 912
is_linear=0
shrinkage=0.00196078


Tree=3284
num_leaves=15
num_cat=0
split_feature=403 2 50 156 158 52 0 12 48 4 160 52 47 15
split_gain=0.000179745 0.000117505 0.00024466 0.000152156 0.000181729 0.000123302 0.000195803 0.000210209 0.000206057 0.00017724 0.000137301 0.000100148 9.24988e-05 0.000154869
threshold=0.088015000000000024 0.14073000000000005 0.088425000000000017 0.091280000000000014 0.084965000000000027 0.11401500000000002 -0.017269999999999997 -0.0089849999999999982 0.11280000000000003 -0.48072499999999996 0.087825000000000014 -0.092854999999999979 0.084545000000000023 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 10 -8 11 -9 13 -13
right_child=-2 -3 -4 -5 -6 -7 9 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00064494999149574512 -0.0007992363335134143 0.00066446349100394921 -0.00086756103207577648 -0.0006775058339178031 -0.00070016500714670672 -0.00042145111571941901 0.00018423132481086069 -4.5969291474596622e-05 -0.00058650800710144196 0.0013207445826594571 -0.00032816364325257905 0.0011232296541455065 7.3530681170562524e-05 0.00033725505578679549
leaf_weight=0.0012356289247109084 0.0010886677402846398 0.0010300337401272916 0.0012074282658362375 0.0010286366513596453 0.0010022024571238282 0.0012386140642847128 0.0010246166929974709 0.0012523995647128984 0.001057308956176348 0.0010874989630150671 0.0010155717348839244 0.0018676892306205032 0.0011020330095079453 0.0019916663549442021
leaf_count=237 343 210 577 304 326 270 71 174 72 108 139 349 110 620
internal_value=0 2.24043e-05 -1.86441e-05 5.01304e-05 0.000104074 0.000166686 0.0002293 0.0001095 0.000221996 0.000769406 0.000340242 0.000449485 0.000574552 0.000717618
internal_weight=0 0.0171413 0.0161113 0.0149039 0.0138752 0.012873 0.0116344 0.0095223 0.00828667 0.00211212 0.00722936 0.00621379 0.00496139 0.00385936
internal_count=3910 3567 3357 2780 2476 2150 1880 1701 1464 179 1392 1253 1079 969
is_linear=0
shrinkage=0.00196078


Tree=3285
num_leaves=10
num_cat=0
split_feature=1 52 0 12 2 4 2 151 4
split_gain=3.08861e-05 5.29957e-05 6.71614e-05 7.92947e-05 6.89743e-05 0.000192572 6.21661e-05 0.000111296 6.63399e-05
threshold=0.12811000000000003 0.11588000000000002 -0.077944999999999987 0.088590000000000016 0.106285 -0.23071499999999998 0.089910000000000004 -0.0088999999999999982 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 8 -8 -1
right_child=-2 -3 4 -5 -6 -7 7 -9 -10
leaf_value=0.0055294864933454644 0.011257612946887182 -0.019283872431550109 -0.027171025010553893 -0.024870989778260501 0.030829245575696961 0.025205377085288902 -0.013314334588920396 0.024314513718640393 -0.023901541548247029
leaf_weight=0.0012729621627923801 0.0018309837863434786 0.001375988961595828 0.0011062193723568314 0.0014208862888974837 0.0010748208346499141 0.0014279581899075298 0.0011478773887057848 0.0017807552232111303 0.0014602058480098941
leaf_count=571 338 565 161 656 328 458 161 227 445
internal_value=0 -0.00187688 0.000363348 -0.00496792 0.010826 0.00234203 2.69579e-05 0.00956589 -0.0101942
internal_weight=0 0.0120677 0.0106917 0.00708269 0.003609 0.00253418 0.0056618 0.00292863 0.00273317
internal_count=3910 3572 3007 2060 947 619 1404 388 1016
is_linear=0
shrinkage=0.0942322


Tree=3286
num_leaves=11
num_cat=0
split_feature=124 4 0 48 0 0 16 52 2 2
split_gain=3.15374e-05 5.31571e-05 7.94942e-05 5.11279e-05 0.000122679 0.000137327 0.00016229 0.000111541 5.0271e-05 0.000183649
threshold=-0.061329999999999989 -0.0037349999999999992 -0.084304999999999977 0.11119000000000002 -0.17106499999999999 -0.11756999999999999 -0.17157499999999998 -0.082554999999999976 0.090695000000000012 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7 -8 -4 -10
right_child=1 3 8 -5 5 6 7 -9 9 -11
leaf_value=0.014797003494090301 -0.029287715220775896 0.029196145494033231 0.0093810107158121599 -0.015960290540526778 -0.030379663841292533 0.037527758037594595 0.014724759814367988 -0.03038404991592257 -0.04064167061265405 0.012791868475786125
leaf_weight=0.0011939277878314182 0.0013060064716104948 0.0017074341070652532 0.0019168666196934972 0.0010112533235490028 0.0011097268255023107 0.0011612447567121852 0.0010259926992168488 0.0010000246695426934 0.0010896216616877795 0.0013070498015505701
leaf_count=310 862 139 835 117 145 233 182 424 398 265
internal_value=0 -0.00154593 -0.00851176 0.00403369 0.00740104 -0.00125937 0.0088796 -0.00754056 -0.00222145 -0.0115011
internal_weight=0 0.0126352 0.00561954 0.00701568 0.00600442 0.00429699 0.00318726 0.00202602 0.00431354 0.00239667
internal_count=3910 3600 2360 1240 1123 984 839 606 1498 663
is_linear=0
shrinkage=0.0961169


Tree=3287
num_leaves=11
num_cat=0
split_feature=4 1 151 16 12 457 133 2 13 4
split_gain=2.8288e-05 5.05317e-05 3.90982e-05 8.407e-05 0.000103981 6.24921e-05 6.14977e-05 7.81982e-05 0.000139154 7.68725e-05
threshold=0.27020000000000005 0.11235500000000002 -0.024429999999999997 -0.092424999999999993 0.090385000000000007 0.084485000000000018 -0.036599999999999987 0.11085000000000002 1.0000000180025095e-35 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 -5 8 9 -8
right_child=1 -3 3 6 -6 -7 7 -9 -10 -11
leaf_value=0.024013880680911107 -0.0047806734094346338 0.022967077684454607 -0.032602311291554824 0.020046055808245335 0.0032749089608386378 -0.0055909961069689337 -0.017762866312108359 0.014295482034929101 -0.037761613640316091 0.010935691453205982
leaf_weight=0.0010867615744407713 0.0010091963997815796 0.0010621385185889565 0.0015447753340394445 0.0011066148141289506 0.0010838857862134135 0.0011647718796718469 0.0011832699912412478 0.0015334501289368772 0.0010141206355259256 0.0019467696648366754
leaf_count=365 146 326 377 451 199 191 318 267 335 935
internal_value=0 0.00944781 -0.001813 -0.00432734 -0.0178089 0.00869857 0.000896321 -0.00283613 -0.00917528 8.65822e-05
internal_weight=0 0.00207133 0.0116644 0.00941289 0.00262866 0.00225153 0.00678423 0.00567761 0.00414416 0.00313004
internal_count=3910 472 3438 2882 576 556 2306 1855 1588 1253
is_linear=0
shrinkage=0.0887971


Tree=3288
num_leaves=16
num_cat=0
split_feature=453 403 403 11 484 4 4 3 151 47 1 1 13 13 1
split_gain=0.000213638 0.000180684 0.00017654 0.000158271 0.000160042 0.00017123 0.00016945 0.000195845 0.000184259 0.000129048 0.000128381 0.000162345 8.22663e-05 0.000165526 5.16548e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.088015000000000024 0.08184000000000001 0.087495000000000017 0.27020000000000005 -0.0017649999999999999 0.013395000000000002 -0.030624999999999996 0.11566000000000001 0.11215000000000001 0.094385000000000011 -0.028919999999999998 0.0099250000000000015 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 12 -8 10 11 -10 -3 -14 -9
right_child=-2 2 -4 -5 -6 -7 8 14 9 -11 -12 -13 13 -15 -16
leaf_value=-0.00073569925742432874 -0.00082161269831252976 0.0003566248699514551 -0.00065940958068024392 -0.00052772308509779038 -0.00053292597900029908 0.00098478405132658019 0.00065854252176037495 0.00020702715909702351 -0.00059939956208773814 0.00036772090264985751 -0.00095191965476161306 0.00039184014649334574 0.0014720101136679563 0.00041724120454539299 -0.00036875336387783757
leaf_weight=0.0010829101359013235 0.0011753784775945788 0.0017845695512825814 0.0011279742192680927 0.0012458894260645196 0.0010622128861072682 0.0011398187173025072 0.0011415171651447398 0.0014818238318761723 0.0014138313277372245 0.0011103978629629641 0.0011107285282483392 0.001153537934108273 0.0010890075819396275 0.0012049270959291203 0.0010055384389838495
leaf_count=927 99 650 342 211 284 279 75 67 353 56 51 65 184 153 114
internal_value=0 4.09745e-05 9.0241e-05 0.000143276 0.000200155 0.000257261 0.0001909 0.000407894 -4.93621e-05 -0.000218118 -0.000394979 -0.000154028 0.000672354 0.000917975 -2.57373e-05
internal_weight=0 0.0181547 0.0170718 0.0159438 0.0146979 0.0136357 0.0124959 0.00656587 0.00593001 0.0047885 0.0036781 0.00256737 0.0040785 0.00229393 0.00248736
internal_count=3910 3811 2884 2542 2331 2047 1768 1168 600 525 469 418 987 337 181
is_linear=0
shrinkage=0.00196078


Tree=3289
num_leaves=15
num_cat=0
split_feature=403 52 160 156 42 4 42 15 1 1 0 12 13 52
split_gain=0.000172831 0.000119252 0.000135488 0.000117922 0.000114999 0.000156213 0.000106077 9.90275e-05 0.000228615 0.000248768 9.6393e-05 0.000192558 9.02145e-05 0.000102598
threshold=0.088015000000000024 0.28122000000000008 -0.088224999999999984 0.091280000000000014 -0.09602999999999999 -0.083329999999999987 0.098285000000000011 1.0000000180025095e-35 0.11097000000000001 0.094385000000000011 -0.23029999999999998 0.085185000000000025 -0.13934999999999997 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 12 7 8 9 10 -7 -12 -6 -14
right_child=-2 -3 3 -5 5 6 -8 -9 -10 -11 11 -13 13 -15
leaf_value=0.00075365308284813532 -0.00080162951448223773 -0.00058346024637512858 -0.0005066301879638913 -0.00060399219224094259 2.8902225496532886e-05 0.00041900383619082523 0.00056340271478667241 -0.00057946597660603208 -0.00058895508938547369 0.00089925190359565728 -0.00089918257473115763 0.00029318906418608116 0.00029954984120084642 0.001112719020495053
leaf_weight=0.0010674296438212732 0.001006453003399784 0.0011182437798686285 0.0011759997222778691 0.0010470692001362516 0.0011348926915691893 0.0010255522261744011 0.0011036648784300681 0.0013019982262362506 0.0017514910308436635 0.00149938946295899 0.0010633918915985141 0.0010203504906236734 0.0012100469223770534 0.0011765617727929056
leaf_count=363 343 349 213 286 58 34 333 410 277 190 267 358 239 190
internal_value=0 3.50418e-05 7.94405e-05 2.98434e-05 7.9138e-05 0.000135201 -4.92755e-06 -8.67902e-05 1.40659e-05 0.000243239 -7.3109e-05 -0.000315311 0.000484013 0.00070043
internal_weight=0 0.0166961 0.0155778 0.0145104 0.0134633 0.0122873 0.00876584 0.00766217 0.00636018 0.00460868 0.00310929 0.00208374 0.0035215 0.00238661
internal_count=3910 3567 3218 2855 2569 2356 1869 1536 1126 849 659 625 487 429
is_linear=0
shrinkage=0.00196078


Tree=3290
num_leaves=15
num_cat=0
split_feature=403 484 160 123 12 48 12 52 4 43 4 15 12 484
split_gain=0.000162665 0.000113919 0.000118297 9.14623e-05 0.00014226 0.000164847 0.00014162 0.000166559 0.000158778 0.000144843 8.43852e-05 0.000121903 5.79478e-05 4.97106e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.082234999999999989 1.0000000180025095e-35 -0.0089849999999999982 0.11930500000000001 0.086935000000000012 0.06136500000000001 0.08734500000000002 0.088185000000000013 -0.0031049999999999997 -0.095799999999999982 0.096535000000000024 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 -4 6 7 10 9 12 -6 -12 -8 -3
right_child=-2 2 3 -5 5 -7 8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00053090231979578196 -0.00075502428569755619 -0.0006594007476304418 -0.00051475212770202576 0.0006889352638517806 -0.00020845089565619035 -0.00056070768248713974 -0.00023495036373348861 0.0010863652840100815 0.00047982470860602776 0.00036076720533679321 6.2983692745827014e-05 0.00084514616273011678 -0.0008618837707677294 -5.4052013994214604e-05
leaf_weight=0.0012254126999582541 0.0010269918874468388 0.0010051866592355168 0.0012618212175429704 0.0010458967559214801 0.0010054626905148523 0.0010442895345201134 0.0011913945556254546 0.0012144951769662293 0.0017142400065144128 0.0010007732400471696 0.0015424705387582019 0.0014089497616100342 0.0010039013218441188 0.0010000254098154063
leaf_count=585 343 352 181 277 221 85 635 205 160 130 86 115 284 251
internal_value=0 3.32549e-05 7.80331e-05 0.000143045 9.69554e-05 0.000166331 0.000241639 0.000463651 7.82355e-06 -0.000245338 0.00027252 0.000436373 -0.000521645 -0.000357505
internal_weight=0 0.0166643 0.0154389 0.0134337 0.0123878 0.011126 0.0100817 0.00517138 0.00491031 0.00319607 0.00395688 0.00295142 0.0021953 0.00200521
internal_count=3910 3567 2982 2379 2102 1921 1836 627 1209 1049 422 201 919 603
is_linear=0
shrinkage=0.00192234


Tree=3291
num_leaves=11
num_cat=0
split_feature=123 1 42 49 160 403 2 3 2 4
split_gain=3.28692e-05 6.42669e-05 5.2545e-05 5.59498e-05 8.1108e-05 8.952e-05 6.95764e-05 0.000128282 5.66181e-05 2.40082e-05
threshold=1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.085974999999999982 0.031805000000000007 0.03138500000000001 0.10362500000000001 0.082730000000000012 0.08400500000000001 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -8
right_child=-2 -3 -4 4 -6 -7 9 -9 -10 -11
leaf_value=-0.021623138157023342 0.014701241652526483 0.015669828560924109 -0.021367286593798055 -0.024511088033289496 0.017739969589290382 0.019202074644736909 -0.031917192516394702 0.026664253247373069 0.0033243578433731504 -0.012136236174747494
leaf_weight=0.0010694708658831745 0.0011671690722112821 0.0016234153638010262 0.0013125352258158913 0.001396177449772118 0.0018834185317887497 0.0011821052864008901 0.0010560823087809694 0.0010261385030893647 0.0011271909764090685 0.00103876724870178
leaf_count=165 334 233 665 489 378 283 214 126 872 151
internal_value=0 -0.00149809 -0.0040108 -0.0016813 0.000767327 -0.00391542 -0.00875695 -0.000877143 -0.012077 -0.0221085
internal_weight=0 0.0127153 0.0110919 0.00977935 0.00870988 0.00682646 0.00564436 0.00354951 0.00252337 0.00209485
internal_count=3910 3576 3343 2678 2513 2135 1852 1487 1361 365
is_linear=0
shrinkage=0.0923845


Tree=3292
num_leaves=14
num_cat=0
split_feature=403 484 48 0 52 4 4 12 1 16 4 1 133
split_gain=0.000181074 0.000124629 0.00011801 0.000129295 0.000173133 0.00016095 0.000241209 0.000152556 0.000165739 0.00017641 0.000154108 6.76697e-05 0.000137554
threshold=0.088015000000000024 -0.0043499999999999988 0.12738500000000003 -0.23029999999999998 0.11588000000000002 0.27020000000000005 -0.083329999999999987 -0.023959999999999995 0.11287500000000002 -0.014099999999999998 0.05309500000000001 0.078675000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 11 -8 9 10 -9 12 -5
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0005552415006261466 -0.00080910721478255209 0.0006304395201469856 -0.00055312414841668118 0.0010194595404178148 -0.0006092453162971417 0.00081475997310095374 -0.0008245232037125855 -0.0010576403849710822 0.00051588189113008123 0.0002111839915860327 -4.2204075639703313e-05 3.4457910416535812e-05 0.00013281730725880214
leaf_weight=0.0012428861517492775 0.0010075895089010798 0.0016412469109816597 0.0010228217579714158 0.0014285529704770221 0.0012941108948973526 0.0011496355250285731 0.0010777075242007373 0.0012188278198190239 0.0014824312416089336 0.0018034241006194057 0.0010099681132045707 0.0010212095164734876 0.0011812714331790597
leaf_count=585 343 99 101 219 434 294 191 581 105 475 102 277 104
internal_value=0 3.02189e-05 7.76816e-05 0.000122774 5.69973e-05 0.000132808 5.6121e-05 -0.00016302 -3.37451e-05 -0.000235814 -0.0005975 0.000453985 0.000618143
internal_weight=0 0.0165741 0.0153312 0.0143084 0.0126671 0.011373 0.0102234 0.00659236 0.00551465 0.00403222 0.0022288 0.00363103 0.00260982
internal_count=3910 3567 2982 2881 2782 2348 2054 1454 1263 1158 683 600 323
is_linear=0
shrinkage=0.00192234


Tree=3293
num_leaves=11
num_cat=0
split_feature=484 3 160 13 43 2 151 0 0 3
split_gain=3.51741e-05 5.17108e-05 5.59409e-05 7.6552e-05 7.73161e-05 9.62997e-05 5.85558e-05 9.89498e-05 9.04449e-05 0.000127418
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.082234999999999989 -0.083514999999999992 -0.036139999999999992 0.097940000000000013 -0.0088999999999999982 -0.053834999999999994 -0.07773999999999999 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 8 9 -8
right_child=1 2 3 6 5 -7 7 -9 -10 -11
leaf_value=-0.016421583613783378 0.02074453605904588 -0.017632986882613565 0.035247023084951555 -0.022044121824206283 -0.014938206183891876 0.02186258610027977 -0.024007011989085204 -0.021739806632750311 0.032140006513376861 0.015508645127102582
leaf_weight=0.0010860292111558407 0.0011031740747680435 0.0014931675637726944 0.0010030678283961831 0.0012939623397495445 0.0012057414161354141 0.0013255579622893348 0.001216626976778716 0.0013543814267948841 0.0010081825949034059 0.001791649877131296
leaf_count=627 225 596 189 262 309 178 777 266 382 99
internal_value=0 0.00124205 -0.000598008 0.00189593 0.0131066 0.00433315 -0.00404915 0.000286266 0.00771363 -0.000472535
internal_weight=0 0.0127955 0.0116923 0.0101992 0.00353437 0.0025313 0.0066648 0.00537084 0.00401646 0.00300828
internal_count=3910 3283 3058 2462 676 487 1786 1524 1258 876
is_linear=0
shrinkage=0.0942322


Tree=3294
num_leaves=11
num_cat=0
split_feature=51 15 151 160 150 2 3 52 15 1
split_gain=3.26154e-05 7.75317e-05 5.94536e-05 0.000104876 4.75141e-05 6.85259e-05 7.65572e-05 0.00013996 7.68985e-05 8.04596e-05
threshold=0.12190000000000002 -0.24219999999999997 0.063570000000000015 0.090010000000000021 0.082965000000000025 0.10393500000000001 -0.078884999999999997 0.0033900000000000002 -0.07142999999999998 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -8 -10
right_child=-2 2 -4 -5 -6 -7 8 -9 9 -11
leaf_value=0.025339205403494554 -0.015407715942506122 -0.031818128778969397 0.020417186730550672 -0.031341435736671558 0.015994467121395468 -0.017660830341228739 -0.011258392485258076 0.012236851742923936 0.033103990363481953 0.0017869208731310269
leaf_weight=0.001042213341864536 0.0010967914194690192 0.0012815493156913115 0.0010139457510657873 0.0010084647911266552 0.0013570366519582234 0.0019774457450007794 0.0010405234872820912 0.0011842024705189988 0.0014659786995393537 0.0013403903279090284
leaf_count=302 220 723 143 306 336 438 224 710 253 255
internal_value=0 0.00119657 -0.000959624 -0.00299376 -3.0429e-05 -0.00265361 0.00204743 -0.0106603 0.0101927 0.0181462
internal_weight=0 0.0127118 0.0116695 0.0106556 0.00964713 0.00829009 0.00631264 0.00246575 0.00384689 0.00280637
internal_count=3910 3690 3388 3245 2939 2603 2165 1433 732 508
is_linear=0
shrinkage=0.0923845


Tree=3295
num_leaves=11
num_cat=0
split_feature=0 12 52 157 160 133 160 2 13 0
split_gain=3.33408e-05 0.000105845 8.94198e-05 6.32844e-05 0.000109242 9.69078e-05 8.28044e-05 9.4745e-05 0.000124789 5.44021e-05
threshold=-0.017269999999999997 0.082640000000000005 -0.24456499999999998 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.090735000000000024 0.10836000000000003 -0.083514999999999992 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 8 -7 -10
right_child=1 -3 3 4 5 6 -8 -9 9 -11
leaf_value=-0.028109713311535795 0.030786509896311348 -0.0065681593929150205 0.022385790036855445 -0.025230235714238616 -0.022288734031306115 0.048433408105406299 -0.015776942186149532 -0.008014004880222754 0.024896821637210329 -0.0047375555123150828
leaf_weight=0.0011328814954285138 0.0012060232797106432 0.0016727441237696563 0.0010777828374762639 0.0015722929784529709 0.0011858464213705799 0.0011068464133923311 0.0011133456966361324 0.0013699089861194205 0.0010770207726119672 0.0012212244494205155
leaf_count=346 243 203 313 792 765 167 227 250 105 499
internal_value=0 0.00908111 -0.0025536 0.000423698 -0.00231387 0.00277946 0.00782791 0.0133317 0.0219193 0.00914993
internal_weight=0 0.00287877 0.0108572 0.00972427 0.00864649 0.00707419 0.00588835 0.004775 0.00340509 0.00229825
internal_count=3910 446 3464 3118 2805 2013 1248 1021 771 604
is_linear=0
shrinkage=0.0961169


Tree=3296
num_leaves=10
num_cat=0
split_feature=39 13 48 51 1 52 48 2 12
split_gain=3.07703e-05 6.13333e-05 7.28897e-05 0.000108137 0.000151741 7.23147e-05 7.08711e-05 8.90338e-05 5.2215e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11379500000000002 0.08955500000000001 0.11198000000000001 0.086950000000000013 0.083775000000000002 0.085255000000000011 0.086515000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.017681714125502436 0.011302316766621776 -0.0061362387701925604 -0.027531215544948348 -0.030809948242894625 0.031148995595455805 -0.02758367696999699 0.019278449244653797 -0.021467184551748827 0.02385973913317042
leaf_weight=0.0013466304424121596 0.001949466418242383 0.001252879987389014 0.0011768299260452387 0.0010764998467466804 0.0014377806283251684 0.0010499761375276848 0.0014314090941514711 0.0019278352233111809 0.0010053936730924119
leaf_count=161 459 295 121 331 200 791 231 896 425
internal_value=0 -0.00200098 -0.00455975 -0.00161549 0.00226196 -0.00396725 0.000446926 -0.00599238 0.00721811
internal_weight=0 0.0117052 0.0103586 0.00918177 0.00810527 0.00666749 0.00561752 0.00418611 0.00225827
internal_count=3910 3451 3290 3169 2838 2638 1847 1616 720
is_linear=0
shrinkage=0.0980392


Tree=3297
num_leaves=14
num_cat=0
split_feature=403 2 50 156 0 12 160 48 43 15 2 52 13
split_gain=0.000189298 0.000123122 0.000179402 0.000145961 0.000154826 0.000166998 0.000150664 0.000127491 0.000112065 0.000192736 0.000137393 0.000101514 5.40939e-05
threshold=0.088015000000000024 0.14073000000000005 0.088425000000000017 0.091280000000000014 -0.017269999999999997 -0.0089849999999999982 0.093550000000000008 0.091690000000000008 -0.077664999999999998 1.0000000180025095e-35 0.089785000000000018 0.090640000000000012 -0.003375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 12 10 -10 -6 -7
right_child=-2 -3 -4 -5 11 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0005595820751634102 -0.00081344807595599251 0.00070019881265561421 -0.00077612507921295685 -0.00065729176544854434 0.00096770333137705371 0.00025392750857811743 -0.00060195083353201746 -0.00033143593272331475 0.00039883967463150003 -0.00013243915410552216 0.001213551238162249 0.00017766021347078172 -0.00038527456727128101
leaf_weight=0.0016909409923610919 0.0010669374825707538 0.0010153881025132599 0.0010780401173242958 0.0010316392712733475 0.0011736164995227573 0.0010060513549388275 0.0010122252475957246 0.001427973662208171 0.00189037518983717 0.0013789691739687993 0.0013744434949552525 0.0013383641053669119 0.0010303038901975925
leaf_count=306 343 210 577 304 173 357 218 188 154 700 166 51 163
internal_value=0 3.88286e-05 -4.68532e-06 5.32491e-05 0.000108267 6.38102e-06 0.000111312 0.000200357 0.000314035 0.000482211 0.000741822 0.000546774 -6.94799e-05
internal_weight=0 0.0164483 0.0154329 0.0143549 0.0133233 0.0108113 0.00912034 0.00810812 0.00668014 0.00464379 0.00326482 0.00251198 0.00203636
internal_count=3910 3567 3357 2780 2476 2252 1946 1728 1540 1020 320 224 520
is_linear=0
shrinkage=0.00196078


Tree=3298
num_leaves=9
num_cat=0
split_feature=4 1 16 2 13 13 2 3
split_gain=2.97237e-05 0.000105324 5.29705e-05 0.000116907 9.35365e-05 7.65676e-05 8.18775e-05 9.22173e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 -0.084184999999999996 0.0024700000000000004 0.084235000000000018 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=-0.019976549480143393 -0.010415179257194176 0.026331140141972562 -0.02465423235578211 0.020416912038475937 0.0220675374585746 -0.016780641228233029 0.01252108300643665 -0.024887852039293817
leaf_weight=0.0013250328138356927 0.0013379758278510671 0.0014359980900825178 0.0017044781293926638 0.0019952468116153097 0.0018425290023010681 0.0016487331238399655 0.001290764632519331 0.0010703719715133009
leaf_count=148 196 353 748 412 630 477 806 140
internal_value=0 0.00860722 -0.00232042 0.000128764 -0.00522793 0.000429873 0.00718006 -0.00443748
internal_weight=0 0.00277397 0.0108772 0.00955212 0.00755688 0.0058524 0.00420367 0.00236114
internal_count=3910 549 3361 3213 2801 2053 1576 946
is_linear=0
shrinkage=0.0942322


Tree=3299
num_leaves=13
num_cat=0
split_feature=403 484 156 42 43 160 4 2 13 15 1 0
split_gain=0.000116169 9.21768e-05 8.15954e-05 0.000114466 0.000137628 0.000103145 9.44852e-05 0.000144392 0.000155926 0.000129615 0.000190285 0.000117024
threshold=0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.15648499999999999 -0.092169999999999988 -0.00072999999999999985 0.12068000000000001 -0.083514999999999992 1.0000000180025095e-35 0.085990000000000011 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 9 8 -8 10 -7 -10
right_child=-2 2 -4 4 5 6 7 -9 11 -11 -12 -13
leaf_value=-0.00051460747648551949 -0.00066089292408091156 -0.00051034247102662374 -0.00045836600070167524 0.00074002013095764683 -0.00050866887862478403 0.00019994766260286129 0.00068721731073319249 -0.00068914817575227081 0.00027838050758745872 -0.0001131470677632831 0.0011991259194722133 -0.00052623423329850594
leaf_weight=0.0011424772304656572 0.0010228288800626746 0.0010655157367031277 0.0010639092495695552 0.0013924076215458469 0.0010188759616586796 0.001926505852802329 0.0013086539817371689 0.0010400459061746083 0.0013575161519077117 0.0015563843942665093 0.0011826249669817605 0.0014238970017063481
leaf_count=585 343 172 313 165 410 267 160 167 79 740 231 278
internal_value=0 2.13955e-05 6.41101e-05 0.000105991 0.00015979 8.50832e-05 0.000146841 -3.68049e-05 0.000129077 0.000348775 0.000580007 -0.000133528
internal_weight=0 0.0154788 0.0143363 0.0132724 0.0122069 0.0108145 0.00979563 0.00513011 0.00409007 0.00466552 0.00310913 0.00278141
internal_count=3910 3567 2982 2669 2497 2332 1922 684 517 1238 498 357
is_linear=0
shrinkage=0.00196078


Tree=3300
num_leaves=14
num_cat=0
split_feature=403 484 3 48 0 52 4 1 2 4 51 47 52
split_gain=0.000143099 0.000148381 0.00012887 0.000101482 0.000145601 0.000154393 0.000126584 0.000136288 0.00020961 0.000130299 9.53656e-05 0.000131791 6.14524e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.15653499999999998 0.12738500000000003 -0.23029999999999998 0.11588000000000002 -0.083329999999999987 0.095575000000000007 0.086915000000000006 -0.37626499999999991 -0.07174999999999998 0.093315000000000023 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 9 8 -8 -6 -9 -12 -10
right_child=-2 2 3 -5 5 -7 7 10 12 -11 11 -13 -14
leaf_value=-0.00062996783881009966 -0.000721395803390588 0.00072479844170032478 0.00061813172432954161 -0.00056330684377268027 -2.3314886573031085e-05 -0.00067599705627983671 -0.0010547726570388279 -0.00019509069893876687 -0.00032790500373114693 0.0007957701078059057 0.00082869233891951215 -0.00010560771676886711 0.00031705137770680284
leaf_weight=0.001235762508563879 0.0010546846045037658 0.0010941574831811384 0.0016478730986990665 0.0010397110421688635 0.0014075129951212628 0.0011830232093835756 0.0011087320314526776 0.0015625397900631624 0.0011704995748550735 0.0015904115363985461 0.0013562993846258581 0.0010147395194400662 0.0011034241089833167
leaf_count=585 343 207 99 95 119 408 465 86 362 364 374 71 332
internal_value=0 2.35589e-05 7.64163e-05 2.64026e-05 7.30458e-05 -5.0805e-06 7.18729e-05 -6.71762e-05 -0.000355765 0.000411213 0.000180994 0.000428838 -1.49392e-05
internal_weight=0 0.0165147 0.0152789 0.0141848 0.0131451 0.0114972 0.0103142 0.00731623 0.00338266 0.00299792 0.00393358 0.00237104 0.00227392
internal_count=3910 3567 2982 2775 2680 2581 2173 1690 1159 483 531 445 694
is_linear=0
shrinkage=0.00196078


Tree=3301
num_leaves=11
num_cat=0
split_feature=0 12 52 52 49 151 2 51 13 2
split_gain=3.37913e-05 8.77703e-05 8.36498e-05 5.1433e-05 6.01374e-05 6.83479e-05 6.26376e-05 0.000151041 4.47609e-05 1.25702e-05
threshold=-0.017269999999999997 0.082640000000000005 -0.24456499999999998 -0.081429999999999989 -0.07107999999999999 -0.083274999999999988 0.086875000000000022 0.08955500000000001 -0.0038299999999999996 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 8 9 -7 -8
right_child=1 -3 3 4 5 6 7 -9 -10 -11
leaf_value=-0.027895084986220117 0.029579578404849514 -0.0051378994302806761 0.016184456361211803 -0.024422323555955038 -0.022962822017372174 -0.020190182512872457 0.036130289069143763 -0.015133571706890309 0.0052386402202473144 0.021068201780324446
leaf_weight=0.0011291578160977931 0.0011986199235443865 0.0016822748344147041 0.0016299371100221361 0.0010815163131833571 0.0010249033891917671 0.0012543492774957071 0.0011161078761198033 0.0011497337032977261 0.0014169167326285874 0.0010186040960627665
leaf_count=346 243 203 419 187 217 898 627 231 234 305
internal_value=0 0.00930659 -0.00264139 0.00030075 -0.00291049 0.000422367 0.00444667 0.013514 -0.006702 0.0289432
internal_weight=0 0.00288089 0.0108212 0.00969207 0.00806213 0.00698062 0.00595571 0.00328445 0.00267127 0.00213471
internal_count=3910 446 3464 3118 2699 2512 2295 1163 1132 932
is_linear=0
shrinkage=0.0980392


Tree=3302
num_leaves=14
num_cat=0
split_feature=403 52 15 158 457 2 157 42 2 12 160 12 2
split_gain=0.000176157 0.000129152 0.000110301 0.000217629 0.000126772 0.000148834 0.000135409 0.000172305 0.000153458 0.000107742 0.000106714 0.000144363 4.26975e-05
threshold=0.088015000000000024 0.28122000000000008 -0.24219999999999997 0.085745000000000002 -0.0034949999999999994 0.11708 -1.0000000180025095e-35 -0.09602999999999999 0.085155000000000022 0.095450000000000021 0.091575000000000017 0.086935000000000012 0.097775000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 9 -9 11 12 -10
right_child=-2 -3 3 -5 5 -7 7 8 10 -11 -12 -13 -14
leaf_value=0.00060036247478858953 -0.00078442386675722363 -0.00062155758644147721 -0.00053112973587447038 -0.00084435152360395676 -0.00033557687424497142 -0.00044538480398560824 -0.00042954422542208949 -0.00024652878680502395 0.0013125504464402634 0.00054721261172623623 7.6118534409874567e-05 0.00034304189531021744 0.00078068890040311153
leaf_weight=0.0014102130339230983 0.0010827245809067873 0.001087336316080577 0.0011414070016977371 0.0010260912777377935 0.001399605482297491 0.0014112376427170116 0.0010469555525809198 0.0017821788955081326 0.0013130579520354221 0.0010418544946866684 0.0011254366591010052 0.0018285869952310132 0.0010399140344609648
leaf_count=280 343 349 262 320 411 261 160 557 152 111 81 500 123
internal_value=0 3.17798e-05 7.7416e-05 2.53216e-05 9.32841e-05 0.000152732 0.000232531 0.000319166 0.00041557 4.63017e-05 0.00061207 0.000756317 0.00107749
internal_weight=0 0.0166539 0.0155665 0.0141563 0.0131302 0.0119888 0.0105776 0.00917798 0.00813103 0.00282403 0.005307 0.00418156 0.00235297
internal_count=3910 3567 3218 2938 2618 2356 2095 1684 1524 668 856 775 275
is_linear=0
shrinkage=0.00196078


Tree=3303
num_leaves=16
num_cat=0
split_feature=14 133 52 376 3 157 48 1 15 0 3 0 1 1 2
split_gain=0.000286674 0.000162573 0.00017605 0.000227664 0.000251322 0.000143619 0.000169509 0.000267957 0.000133067 0.000119855 0.000182229 0.000133066 0.000145826 0.000145508 7.05189e-05
threshold=0.064610000000000015 0.10681500000000001 -0.40083499999999994 0.048375000000000008 -0.15464999999999998 -0.08107499999999998 0.12675000000000003 0.10752500000000002 -0.10981499999999998 -0.082994999999999985 -0.100615 -0.084664999999999976 1.0000000180025095e-35 0.089455000000000021 0.090695000000000012
decision_type=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 11 -11 12 -7 -14 -15
right_child=-2 -3 3 -5 5 6 -8 8 -10 10 -12 -13 13 14 -16
leaf_value=-0.00069793404851360534 -0.0010298994802572261 -0.00068977574026125226 0.00096594896921110905 0.00095259150302448906 0.00069055913450177136 -0.00075907806350180749 -0.00082417750247774663 5.1664470172179407e-05 0.00079111838803990646 7.9334498997835453e-05 -0.0010162512954261897 0.00061078195019666215 0.00059741691431237746 -0.00063389852710368756 9.5152040896019725e-05
leaf_weight=0.0010148183238642165 0.0010025393006335174 0.0010819750987684012 0.0011284610422172677 0.0012361069803949751 0.0010763575553521402 0.0012125263030585802 0.001014524234402737 0.0017715745416403538 0.0019828644046933257 0.0010006234593729069 0.0014008548920011006 0.0010040776838946327 0.0011502963295232788 0.0010351019373242565 0.0010056969374832303
leaf_count=362 138 528 116 169 262 673 66 224 193 80 660 128 125 102 84
internal_value=0 4.72336e-05 9.40477e-05 0.00014422 7.66267e-05 3.12961e-06 -5.56963e-05 1.17258e-05 0.000442199 -0.000195234 -0.000559754 -3.33559e-05 -0.000180227 3.97202e-05 -0.000274626
internal_weight=0 0.0181159 0.0170339 0.0160191 0.014783 0.0136545 0.0125781 0.0115636 0.00375444 0.00780918 0.00240148 0.0054077 0.00440362 0.0031911 0.0020408
internal_count=3910 3772 3244 2882 2713 2597 2335 2269 417 1852 740 1112 984 311 186
is_linear=0
shrinkage=0.00196078


Tree=3304
num_leaves=12
num_cat=0
split_feature=49 1 11 159 2 133 160 13 4 16 3
split_gain=3.69865e-05 7.49421e-05 4.49791e-05 7.6185e-05 6.39337e-05 7.27914e-05 8.76567e-05 9.38651e-05 8.21748e-05 8.20397e-05 4.02229e-05
threshold=-0.045004999999999996 0.10113500000000002 0.077165000000000025 0.09141500000000001 0.11339500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0030249999999999995 0.0082450000000000006 0.15737500000000001 -0.0038649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -2 -7 9 -9 -8 -1
right_child=2 -3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.011189720672988113 -0.014062558408931133 0.028915394062641903 -0.022662530427015097 -0.026452999999432552 -0.014324829085952681 -0.014637506023800637 0.051714218990985786 -0.015785968178157743 0.021304901539989169 0.01317514985810986 -0.016192705214637428
leaf_weight=0.0010560522555824196 0.0013299522198633191 0.0011658404654160464 0.0010059454974660634 0.0010014035097352563 0.0017940992474647947 0.0010032008892193293 0.0010552812213016471 0.0010900404099190956 0.0012130131153492646 0.0010684415390612503 0.0010075657710902528
leaf_count=216 846 237 241 400 362 575 500 256 78 123 76
internal_value=0 0.00904562 -0.00294363 -0.000867724 0.00212749 0.00649398 0.0115288 0.0174587 0.00374971 0.0323253 -0.00217981
internal_weight=0 0.00322946 0.0105614 0.00955543 0.00855403 0.00675993 0.00542998 0.00442678 0.00230305 0.00212372 0.00206362
internal_count=3910 529 3381 3140 2740 2378 1532 957 334 623 292
is_linear=0
shrinkage=0.0980392


Tree=3305
num_leaves=10
num_cat=0
split_feature=1 0 15 3 12 52 4 16 133
split_gain=3.02065e-05 0.000116563 5.29608e-05 8.08496e-05 9.89688e-05 7.92973e-05 8.5179e-05 0.000109558 4.54466e-05
threshold=0.076710000000000014 -0.084074999999999997 0.079360000000000014 -0.10315499999999998 0.051320000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094359999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 -8 -3
right_child=2 8 -4 4 -6 -7 7 -9 -10
leaf_value=-0.034109451609705542 0.027012199503814883 0.012138151589075649 -0.015273713941349932 0.020869112989248689 -0.02510257936286844 0.027799186061899121 -0.033052958511066752 0.0050455889629616602 -0.010808573951564484
leaf_weight=0.0010802256372458158 0.0013792885576821481 0.0018644803437928635 0.001273150123758812 0.0013201041490503518 0.0010860844125244601 0.0012630391057700183 0.0010751151672781694 0.0019843597177539342 0.0013931814040818303
leaf_count=1009 286 452 496 250 324 170 203 173 547
internal_value=0 -0.00674818 0.00295121 0.00581297 0.00146743 0.00658159 0.000462585 -0.00834244 0.00232469
internal_weight=0 0.00433789 0.00938114 0.00810799 0.0067287 0.00564262 0.00437958 0.00305947 0.00325766
internal_count=3910 2008 1902 1406 1120 796 626 376 999
is_linear=0
shrinkage=0.0961169


Tree=3306
num_leaves=11
num_cat=0
split_feature=49 457 11 159 3 12 0 1 15 13
split_gain=3.30029e-05 6.89459e-05 4.4435e-05 4.27203e-05 5.91378e-05 0.000117228 0.000115068 0.00011373 5.52193e-05 5.55241e-05
threshold=-0.045004999999999996 0.084715000000000013 0.077165000000000025 0.090705000000000022 0.10856000000000002 0.086935000000000012 -0.11756999999999999 0.080320000000000016 -0.038029999999999987 0.00079000000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -6 -7 -2 -10
right_child=2 -3 -4 -5 6 7 -8 -9 9 -11
leaf_value=-0.0036908410079753763 0.0016250506605744956 0.025474482137867883 -0.022399018159272564 -0.018804182567200546 -0.032107934243653963 -0.034919507173268888 0.011677038287404108 0.0087173051373418547 0.013374660598836354 0.04357532084277644
leaf_weight=0.0018465729529161278 0.00132462174550516 0.0013476307389657179 0.0010024358943822682 0.0011052869763173078 0.001232166920916572 0.0010215777467939566 0.0010848195512589238 0.0013105313875859254 0.0013357090190580347 0.0010412621603077543
leaf_count=371 388 158 241 413 102 1035 90 508 553 51
internal_value=0 0.00861397 -0.00277199 -0.000691309 0.00170609 0.00681868 -0.0116077 -0.0103978 0.0176655 0.0266044
internal_weight=0 0.0031942 0.0104584 0.00945598 0.00835069 0.0060337 0.00231699 0.00233211 0.00370159 0.00237697
internal_count=3910 529 3381 3140 2727 2535 192 1543 992 604
is_linear=0
shrinkage=0.0980392


Tree=3307
num_leaves=11
num_cat=0
split_feature=4 1 4 2 15 12 1 1 43 52
split_gain=3.8488e-05 8.74955e-05 4.44944e-05 5.78772e-05 6.41929e-05 9.04232e-05 6.93309e-05 7.55561e-05 0.000101496 3.67952e-05
threshold=0.24280000000000004 0.11198000000000001 0.097045000000000006 0.11043500000000002 0.085285000000000014 0.096535000000000024 0.094385000000000011 0.086560000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -5
right_child=1 -3 -4 9 -6 -7 -8 -9 -10 -11
leaf_value=-0.010729736414396797 -0.0077122398918364251 0.026476106559692542 -0.02066417596243705 0.00072616284096426917 -0.026004399097576417 -0.026860137616705877 0.026522491459287496 -0.020652913416743468 0.024708030536932091 0.025453940269574867
leaf_weight=0.0014783499934425044 0.0013338338087703267 0.0014361809392361932 0.0011377988594355884 0.0011165559362798262 0.0011055930939991732 0.0010376147528201839 0.0010321018787317693 0.0012918489103417551 0.001508555551003887 0.0011072061544752532
leaf_count=834 196 353 151 250 1026 235 276 214 208 167
internal_value=0 0.0100135 -0.00268447 -0.000570644 -0.00463052 -0.00090823 0.00416215 -0.00123151 0.00716833 0.0130381
internal_weight=0 0.00277001 0.0108156 0.00967783 0.00745406 0.00634847 0.00531086 0.00427875 0.00298691 0.00222376
internal_count=3910 549 3361 3210 2793 1767 1532 1256 1042 417
is_linear=0
shrinkage=0.0961169


Tree=3308
num_leaves=14
num_cat=0
split_feature=403 484 156 42 160 0 43 15 12 48 151 1 15
split_gain=0.000161999 0.000134737 0.000106849 0.000141398 0.000181658 9.86304e-05 0.000127779 0.0001559 0.000116172 0.000156059 0.000120824 0.000171508 0.000136137
threshold=0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.092169999999999988 -0.077944999999999987 -0.084699999999999984 -0.031229999999999997 -0.0089849999999999982 0.11280000000000003 -0.081989999999999993 0.095575000000000007 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -7 -8 -6 10 -10 12 -12
right_child=-2 2 -4 4 5 6 7 -9 9 -11 11 -13 -14
leaf_value=-0.0005803675288998609 -0.00076808164517532722 -0.00054909026214535524 -0.00049348495153428385 -0.0005772349112438017 -0.00047533995309912162 0.001047233828055455 0.00090701409819448026 -4.2978735369516583e-05 0.00094227268830641921 -0.00045125491093408668 -0.00063161815651202862 0.00075423412255560933 0.00025549666967231242
leaf_weight=0.0012487517229907612 0.0010172496757216839 0.0010667777541888751 0.0011170577628722587 0.0010761548145994072 0.0010440273171487824 0.0012006906304553614 0.0010186524323328428 0.0019083923758913966 0.0011049967289371273 0.0010842118731393957 0.0010360762954006587 0.0015033834819998329 0.0018573749319858606
leaf_count=585 343 172 313 428 223 145 215 332 172 65 221 119 577
internal_value=0 3.84909e-05 8.99499e-05 0.000136834 0.00019385 0.000264424 0.000508588 0.000287632 0.000132336 0.000228666 0.000362654 0.000216986 -6.21581e-05
internal_weight=0 0.0162665 0.0150178 0.0139007 0.012834 0.0117578 0.00412774 0.00292704 0.00763007 0.00658604 0.00550183 0.00439683 0.00289345
internal_count=3910 3567 2982 2669 2497 2069 692 547 1377 1154 1089 917 798
is_linear=0
shrinkage=0.00196078


Tree=3309
num_leaves=14
num_cat=0
split_feature=403 124 48 50 4 0 3 43 457 49 2 4 43
split_gain=0.000172826 0.000118509 0.000122807 0.000161961 0.000218782 0.00018679 0.000125207 0.000115425 8.58959e-05 0.00015429 0.000129427 0.00012945 8.80993e-05
threshold=0.088015000000000024 1.0000000180025095e-35 0.12675000000000003 0.088425000000000017 0.27608500000000008 -0.23029999999999998 0.16699000000000003 0.0016850000000000001 0.084715000000000013 -0.0092149999999999992 0.086875000000000022 -0.078484999999999985 -0.074254999999999988
decision_type=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 12 -12 -11
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14
leaf_value=0.00066658403546423974 -0.00077324613111958275 0.0006691243858453265 -0.00063412070991966879 -0.00070035642097532184 0.00075569991368919264 -0.000872801981056823 -0.00075049933382243298 0.00041767392965305758 0.00036837059400268317 -4.9623145904165603e-05 -0.00018698003564854903 0.00077163385693598721 -0.00071526241442385085
leaf_weight=0.0014192684211202797 0.0010995494051734998 0.0010434215834256117 0.0011363532551167078 0.0010669663816826784 0.0016783216557877184 0.0011345412648666791 0.0010022856982474506 0.0018488919893523761 0.0011355636308558372 0.0018092508867694583 0.0010829336174620263 0.0010834364986318946 0.0013238037983346485
leaf_count=66 343 98 120 576 323 251 76 365 140 284 310 509 449
internal_value=0 2.92087e-05 -1.32616e-05 3.51102e-05 9.31588e-05 -7.56692e-07 -9.16465e-05 -2.15329e-05 -0.000128811 -0.000216561 -7.60684e-05 0.000292438 -0.000330874
internal_weight=0 0.016765 0.0157216 0.0145853 0.0135183 0.01184 0.0104207 0.00941842 0.00756953 0.00643397 0.00529942 0.00216637 0.00313305
internal_count=3910 3567 3469 3349 2773 2450 2384 2308 1943 1803 1552 819 733
is_linear=0
shrinkage=0.00196078


Tree=3310
num_leaves=12
num_cat=0
split_feature=42 475 43 3 42 51 15 43 2 42 3
split_gain=3.44917e-05 8.44153e-05 8.93826e-05 9.08361e-05 5.77606e-05 6.61593e-05 0.00012966 5.67583e-05 9.86107e-05 5.0607e-05 3.84744e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.08221500000000001 0.10731500000000001 -0.11399999999999998 1.0000000180025095e-35 0.092450000000000018 0.088825000000000015 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 9 5 6 -4 8 -8 -3 -1
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0033853045062573407 -0.022164526878293189 0.022100575497339091 0.038147696019405757 0.042154012803146269 -0.022685923163279945 -0.020366796324856714 0.0075494448297174213 0.016916733562565588 -0.029760957071412755 -0.0089040687802572002 -0.022181214976489765
leaf_weight=0.0010017820174996832 0.0012280917404504073 0.0010233057038154221 0.0010330263843352436 0.0010637445082271558 0.0010148757425734239 0.0010046030085884006 0.0015780158238587849 0.0012070805289732642 0.0011975998614441449 0.0010009698836414716 0.0012998343681680509
leaf_count=507 555 337 156 437 689 89 134 64 163 226 553
internal_value=0 0.00210891 0.00505362 0.0189584 -0.00104973 0.00259759 0.00719714 -0.000830773 -0.00854894 0.00676931 -0.0110533
internal_weight=0 0.0113513 0.0101232 0.00308802 0.0070352 0.00602033 0.00501572 0.0039827 0.00277562 0.00202428 0.00230162
internal_count=3910 2850 2295 1000 1295 606 517 361 297 563 1060
is_linear=0
shrinkage=0.0980392


Tree=3311
num_leaves=11
num_cat=0
split_feature=49 1 484 1 52 15 2 0 0 15
split_gain=3.2328e-05 6.93693e-05 3.95239e-05 9.31772e-05 0.000101786 9.36736e-05 9.88293e-05 4.20044e-05 9.22301e-05 2.8746e-05
threshold=-0.045004999999999996 0.10113500000000002 0.084225000000000008 0.12263000000000002 -0.069134999999999988 -0.11739999999999999 0.10113500000000002 -0.077944999999999987 -0.10071499999999999 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 -6 7 8 -7 -1
right_child=2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.0094182890542314976 -0.035479403858369861 0.027723593331883019 0.012069345431607727 0.015280807066143026 -0.030377654984728008 0.02194047379834619 -0.021620735934233359 0.024775574033061284 -0.017311170037105257 -0.013908410555663549
leaf_weight=0.0010050782436970551 0.0012555057878364485 0.0011551954210255629 0.0014836287250635403 0.0017203812448349041 0.0011136378123632537 0.0011377982029090045 0.0013254257780855169 0.0011902716479851301 0.0011640303352680012 0.0010262407156893414
leaf_count=99 647 237 395 272 245 148 248 369 1057 193
internal_value=0 0.00854191 -0.00274602 -0.00521378 -0.0101199 -0.00475179 0.00117199 0.00982296 0.00209099 -0.00236657
internal_weight=0 0.00318651 0.0103907 0.00890705 0.00718667 0.00593116 0.00481753 0.0034921 0.00230183 0.00203132
internal_count=3910 529 3381 2986 2714 2067 1822 1574 1205 292
is_linear=0
shrinkage=0.0980392


Tree=3312
num_leaves=11
num_cat=0
split_feature=4 3 49 49 457 1 16 160 16 52
split_gain=3.46738e-05 5.87051e-05 3.65857e-05 3.77565e-05 0.000107851 8.84909e-05 9.09112e-05 7.29732e-05 5.13451e-05 0.000144792
threshold=0.27020000000000005 0.11265500000000002 0.093425000000000022 -0.047894999999999993 0.084715000000000013 0.11215000000000001 -0.089864999999999987 -0.026849999999999995 -0.055679999999999993 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 -8 -9 -10
right_child=1 -3 -4 5 -6 -7 7 8 9 -11
leaf_value=-0.0097583601946247701 0.027932709478421289 -0.004727540764422538 0.015384054223613662 -0.023115785085146889 0.028934518414137449 -0.028093376074437539 0.025998845683454525 0.013617996520563449 -0.033045436349225542 0.014324384953649943
leaf_weight=0.0016538574666709457 0.0010092564154204628 0.0010246019943222148 0.0010046221962153176 0.0014632125528532937 0.0011136677143416263 0.0015155002845454041 0.0010990167806871239 0.0012376826047486825 0.0012525727207215813 0.0011374923713340715
leaf_count=325 319 153 456 505 126 139 501 729 573 84
internal_value=0 0.0114794 -0.00213713 -0.00381785 0.00581187 -0.00727649 -0.00217987 0.00430104 -0.00227226 -0.0105009
internal_weight=0 0.00203386 0.0114776 0.010473 0.00276753 0.00770548 0.00618998 0.00472676 0.00362775 0.00239007
internal_count=3910 472 3438 2982 451 2531 2392 1887 1386 657
is_linear=0
shrinkage=0.0961169


Tree=3313
num_leaves=10
num_cat=0
split_feature=159 1 2 151 160 12 3 4 3
split_gain=3.19186e-05 5.89928e-05 5.29654e-05 0.000120725 0.000112143 0.000103671 0.000141409 8.20195e-05 0.000148068
threshold=-0.034019999999999988 0.12958500000000003 0.086650000000000019 -0.084764999999999993 0.088785000000000017 0.096055000000000015 -0.016619999999999996 -0.0010999999999999996 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 6 -5 8 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.015255999643889117 -0.020383164719566978 0.021087299826181502 -0.02701403171979419 0.029222594746664943 0.037032500880444658 -0.024383068543878422 -0.0086074689868996315 -0.027314688680598092 0.02940765960530994
leaf_weight=0.001212195118461456 0.0012988532526927422 0.0013093145252570425 0.0010201915732233223 0.001915826892976165 0.0011471735515774899 0.0010462578044014023 0.0018833816277707867 0.00158073917038562 0.0010287579082052432
leaf_count=520 804 298 267 688 213 375 267 263 215
internal_value=0 0.00142248 -0.000935086 0.00416187 0.00946928 0.00294364 0.0104691 -0.0100807 0.00162339
internal_weight=0 0.0122305 0.0109212 0.00701283 0.00599264 0.00484547 0.00379921 0.00390835 0.00232761
internal_count=3910 3390 3092 1810 1543 1330 955 1282 1019
is_linear=0
shrinkage=0.0980392


Tree=3314
num_leaves=14
num_cat=0
split_feature=403 453 4 123 12 160 43 43 15 3 2 1 16
split_gain=0.000141936 0.000128417 0.000107347 6.8562e-05 0.000228358 0.000175366 0.000124233 0.000129138 0.000133549 0.000128967 0.000177105 9.61966e-05 4.66842e-05
threshold=0.088015000000000024 1.0000000180025095e-35 0.27608500000000008 1.0000000180025095e-35 -0.023959999999999995 -0.082234999999999989 -0.17307499999999998 -0.079109999999999986 0.085285000000000014 -0.074234999999999982 0.11125500000000001 0.089680000000000024 -0.41163499999999992
decision_type=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 -4
right_child=-2 -3 12 -5 5 6 7 8 -10 10 -12 -13 -14
leaf_value=-0.00091178254542772326 -0.00070193612753148126 -0.00063922645601052557 0.00079641908692625139 0.00045879127941923331 -0.00066967781035181173 0.00067240632938183676 -0.00051769879698060177 0.00069993075287440038 -0.00050191338143263417 0.00014580433583837106 0.00071079118935730155 -0.00054862418481869707 0.00020331539925830887
leaf_weight=0.0010360863461786286 0.0010791875041614397 0.0010262749575929422 0.0010068279000436521 0.0012054166720647632 0.0011616282193976342 0.0014199204438645916 0.0013203395359856623 0.0018056968418660672 0.001033742185277374 0.0016661935236901154 0.0012115525062340524 0.0014210521401287826 0.0010344779989463651
leaf_count=112 343 98 266 189 628 132 518 510 651 139 81 113 130
internal_value=0 3.22528e-05 7.7226e-05 1.2886e-05 -3.16231e-05 5.09775e-05 0.00013572 4.56284e-05 0.000149825 0.000260192 7.54805e-05 -0.00017384 0.00049585
internal_weight=0 0.0163492 0.0153229 0.0132816 0.0120762 0.0110401 0.0098785 0.00845858 0.00713824 0.0061045 0.0042988 0.00308725 0.00204131
internal_count=3910 3567 3469 3073 2884 2772 2144 2012 1494 843 333 252 396
is_linear=0
shrinkage=0.00196078


Tree=3315
num_leaves=9
num_cat=0
split_feature=4 1 16 2 13 13 2 2
split_gain=3.6085e-05 7.28197e-05 4.44787e-05 0.000104053 6.68796e-05 7.10443e-05 7.65924e-05 9.48281e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 -0.084184999999999996 0.0024700000000000004 0.084235000000000018 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=-0.018788498146768445 -0.0063233826192608516 0.024455781894752324 -0.022001009894225078 0.019037502186226251 0.020467327952993143 -0.017348392130487743 -0.025273535167279544 0.012816602128966787
leaf_weight=0.0013137135090305957 0.0013207478524431731 0.001412532986398091 0.0016660986095567779 0.0019597290904722108 0.0018166857588936321 0.0016117403578125812 0.0011097740798543042 0.0012166461961693295
leaf_count=148 196 353 748 412 630 477 445 501
internal_value=0 0.00958299 -0.0025493 -0.000275092 -0.00537518 -0.000561795 0.00596848 -0.00535357
internal_weight=0 0.00273328 0.0106944 0.00938067 0.00742095 0.00575485 0.00414311 0.00232642
internal_count=3910 549 3361 3213 2801 2053 1576 946
is_linear=0
shrinkage=0.0942322


Tree=3316
num_leaves=15
num_cat=0
split_feature=403 124 123 133 160 474 133 42 12 16 4 4 150 4
split_gain=0.000174751 0.000102314 0.000141364 0.000188639 0.000162422 0.00027911 0.000156513 0.00020093 0.000143035 0.00010985 0.000102535 0.000197032 0.000215536 0.000117117
threshold=0.088015000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.07712999999999999 -1.0000000180025095e-35 0.084655000000000022 0.093845000000000026 0.088115000000000013 0.093225000000000016 0.054425000000000008 -0.054534999999999993 0.0057500000000000008 0.085595000000000018 0.25367000000000006
decision_type=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 -6 -12 13 -13
right_child=-2 -3 -4 4 6 -7 -8 8 -10 -11 11 12 -14 -15
leaf_value=0.00067580830580788029 -0.00076897534570871391 0.00062410030569555333 0.00066370613734947014 -0.0010304807005239391 0.00056450777671862421 0.00021496821328803619 -0.00069153671399608391 0.0011108214773158027 0.00010093395081097838 -0.00057196815974642134 -0.00079368498369809456 -0.00068312191548965421 0.00088470154756580422 0.00021696027004768708
leaf_weight=0.001224379769689918 0.0011193108920299266 0.0010492400977342936 0.0011164537916953784 0.0017532172295302443 0.0011259857227427384 0.0011427032768240343 0.0011616959110958081 0.0010568877083257308 0.0011008335101190814 0.0014375140866471521 0.0011571014939230654 0.0010254850596805518 0.0010406769994932988 0.0012134771280855518
leaf_count=426 343 98 269 736 325 215 449 163 134 278 225 68 79 102
internal_value=0 3.14656e-05 -8.50606e-06 -6.04795e-05 -0.000128694 -0.000539038 -1.35426e-05 7.24615e-05 0.000595594 -8.87863e-05 3.60771e-05 -9.80315e-05 0.000147404 -0.000195294
internal_weight=0 0.0166057 0.0155564 0.01444 0.0132156 0.00289592 0.0103197 0.00915796 0.00215772 0.00700024 0.00556273 0.00443674 0.00327964 0.00223896
internal_count=3910 3567 3469 3200 2774 951 1823 1374 297 1077 799 474 249 170
is_linear=0
shrinkage=0.00196078


Tree=3317
num_leaves=11
num_cat=0
split_feature=484 159 150 124 1 1 3 3 16 43
split_gain=3.15754e-05 3.88835e-05 5.5318e-05 5.27326e-05 9.77621e-05 9.38652e-05 0.000124617 9.71818e-05 7.05201e-05 3.8838e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 0.090695000000000012 -0.018779999999999995 0.12811000000000003 0.09112000000000002 0.084925000000000014 -0.082139999999999977 -0.15168999999999996 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -7 -5
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11
leaf_value=-0.016745566977558111 -0.018417146620303589 0.016653517681412686 -0.019275053378277396 0.024573783295091293 0.031809799724078665 0.001646000572237354 0.036947017525512708 -0.023763217331731826 -0.03068225929254588 -0.0020725682257031735
leaf_weight=0.0010499503636727291 0.0011169797425845595 0.0014583685653048574 0.0014021851403928668 0.0011415216020425742 0.001149208492955643 0.0013626405789863294 0.0011924767339608344 0.001182643065578979 0.0013366413627716161 0.001050250458914766
leaf_count=627 215 394 283 344 149 101 67 718 437 575
internal_value=0 0.00131574 -0.000729898 0.00199804 0.00470777 0.000421346 0.00915937 -0.000660445 -0.0143624 0.0118054
internal_weight=0 0.0123929 0.0109345 0.00953236 0.00841538 0.00726617 0.00456689 0.00337442 0.00269928 0.00219177
internal_count=3910 3283 2889 2606 2391 2242 1704 1637 538 919
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=14
num_cat=0
split_feature=403 453 4 1 0 2 156 12 49 3 15 12 2
split_gain=0.00014967 0.00014253 0.000175819 0.000113946 0.00010048 9.85008e-05 7.52847e-05 9.04077e-05 0.000155355 0.000136695 0.000119992 0.000132249 0.000135206
threshold=0.088015000000000024 1.0000000180025095e-35 0.24280000000000004 0.11235500000000002 0.059810000000000009 0.106285 0.084330000000000016 -0.036459999999999992 -1.0000000180025095e-35 0.090325000000000003 -0.064869999999999983 0.051320000000000005 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 9 -9 -10 -12 -13
right_child=-2 -3 3 -5 5 -7 -8 8 10 -11 11 12 -14
leaf_value=-0.00054483612377867387 -0.0007336339586974588 -0.0006693495680730945 0.00013185248116368657 0.00088471123949181813 -4.4277266498596258e-05 0.00081043244185059554 -0.00055153324262953776 -0.00073352849098887217 -0.00024555953375935341 0.00014532864725898083 0.0010345509253848121 -0.00026622582462468292 0.00066878530470909159
leaf_weight=0.0011682794583002835 0.0010251789939492916 0.0010225174044601873 0.0015637150902935856 0.0015283448549672271 0.0010648359088870291 0.0010101900553649568 0.0012548141930515981 0.0014816591010621688 0.0013194353940785531 0.0012582356130077244 0.0010381062143653068 0.0012033538606123495 0.0011753570884296179
leaf_count=200 343 98 185 308 108 88 420 291 488 80 73 627 601
internal_value=0 3.9067e-05 8.71456e-05 0.000503976 -2.04906e-05 0.000371823 -0.000102725 -3.75769e-05 4.16913e-05 -0.000329933 0.000256674 0.000450616 0.000195777
internal_weight=0 0.0160888 0.0150663 0.00309206 0.0119743 0.00207503 0.00989924 0.00864443 0.00747615 0.00273989 0.00473625 0.00341682 0.00237871
internal_count=3910 3567 3469 493 2976 196 2780 2360 2160 371 1789 1301 1228
is_linear=0
shrinkage=0.00196078


Tree=3319
num_leaves=15
num_cat=0
split_feature=133 484 52 3 376 160 1 12 0 0 4 3 48 0
split_gain=0.000126163 0.000147573 0.00011024 0.000145872 0.000138065 0.000125367 0.000107773 0.000150703 0.000112235 0.00012175 0.000206782 0.000143895 0.00014743 6.32944e-05
threshold=0.10681500000000001 -0.0043499999999999988 -0.37613999999999997 -0.15464999999999998 0.048375000000000008 0.090735000000000024 0.12730000000000002 0.099370000000000014 -0.070174999999999987 -0.10071499999999999 -0.077679999999999985 0.11818000000000002 0.085875000000000021 -0.19631499999999999
decision_type=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 -11 12 13 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00061173528550242744 -0.00067226787063071514 -0.00043810137768035415 0.00079552874339334134 0.001001109386612571 0.00073258346523301387 -0.00058028430527179008 0.00068336125725517339 -0.0006628522369736509 0.00055507938447185994 0.00018724445502481816 -0.0010443521802074953 -0.00041190907093997201 -0.00026573248118427745 0.00036325235934238365
leaf_weight=0.0013140004051569341 0.0010788031359587917 0.0014723056810804222 0.001148375827842627 0.0010132798043749336 0.0010952329145258568 0.0012579542922228062 0.0010108273917598777 0.0011285595457984172 0.0016718256785055079 0.001090671357113383 0.0010090038220882181 0.0012350531284262556 0.0010059026264700125 0.0014597476380745992
leaf_count=539 545 340 125 60 167 152 212 209 148 533 563 82 80 155
internal_value=0 1.9328e-05 7.24873e-05 0.000125703 6.64324e-05 5.03364e-06 7.43336e-05 1.03e-05 9.98285e-05 -1.18737e-05 -0.000404602 0.000163053 0.00036717 0.000624603
internal_weight=0 0.0169127 0.0155987 0.0141264 0.0129781 0.0118828 0.0106249 0.00961404 0.00848548 0.00681366 0.00209968 0.00471398 0.00347893 0.00247303
internal_count=3910 3365 2826 2486 2361 2194 2042 1830 1621 1473 1096 377 295 215
is_linear=0
shrinkage=0.00196078


Tree=3320
num_leaves=14
num_cat=0
split_feature=133 48 2 52 13 160 2 0 15 42 16 0 43
split_gain=0.000120033 0.000147765 0.000120493 0.00021603 0.000179435 9.91052e-05 8.89539e-05 8.09811e-05 0.000120941 0.000161657 0.000180165 0.00018571 0.00010275
threshold=0.10681500000000001 0.12675000000000003 0.099015000000000006 0.11588000000000002 -0.089899999999999994 0.090735000000000024 0.11203000000000002 -0.22851499999999997 -0.10192499999999999 -0.090359999999999982 -0.088144999999999987 -0.066689999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 -6 -1 -9 -10 -11 12 -12
right_child=-2 -3 3 -5 6 -7 -8 8 9 10 11 -13 -14
leaf_value=0.00051096267656226975 -0.0006550919165348863 -0.00063221623882109366 0.0010623236906412311 -0.0004762166854938615 0.00060034402438466589 -0.00062886676694869244 -9.2301152226293185e-05 -0.00064394090533003692 -0.00061775453741643696 0.000681137576677866 -0.00090114855720911473 0.00042198573788912295 -4.5724935458411272e-05
leaf_weight=0.0011139306149017232 0.0010598193673449106 0.0012192410402861445 0.0014767834421338492 0.0010711317825718002 0.0013033931807983877 0.0010199703044327145 0.0015733756495510674 0.0011430152861036016 0.0011764854728984926 0.0018639121526945264 0.0010041314219718332 0.0017147019380260716 0.0011675928215574419
leaf_count=56 545 109 170 165 290 242 288 278 244 399 710 196 218
internal_value=0 2.52264e-05 7.65163e-05 0.000312643 0.000506731 -4.90174e-05 0.000221519 1.53819e-05 -5.30262e-05 4.44824e-05 0.000179972 -6.03845e-05 -0.000441244
internal_weight=0 0.0168477 0.0156284 0.00542468 0.00435355 0.0102037 0.00287677 0.00918377 0.00806984 0.00692682 0.00575034 0.00388643 0.00217172
internal_count=3910 3365 3256 913 748 2343 578 2101 2045 1767 1523 1124 928
is_linear=0
shrinkage=0.00196078


Tree=3321
num_leaves=11
num_cat=0
split_feature=123 48 16 47 0 133 42 43 43 1
split_gain=3.20738e-05 8.13955e-05 0.000115697 7.53045e-05 6.6112e-05 7.07277e-05 3.58909e-05 0.000104275 4.36031e-05 8.84491e-05
threshold=1.0000000180025095e-35 0.11930500000000001 -0.50388999999999984 0.10783500000000001 -0.23029999999999998 -0.085714999999999986 0.084685000000000024 -0.088734999999999994 0.052855000000000006 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 9 -9
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11
leaf_value=0.030901641604396041 0.015545808480453546 -0.028111926371536929 0.017718322549835384 0.022342804031345399 0.01601319387765256 -0.044176806686480073 0.00030277817665382749 -0.031465726408086286 0.0072252481395024201 0.0010614199033280327
leaf_weight=0.0011084088038412774 0.0011502093437385048 0.0010192026279770344 0.0010641589787705472 0.0010580318707284981 0.0010112848306072144 0.0010045546860944863 0.0017989796428315207 0.0015881197160972516 0.0011515207041692295 0.0016264497458703718
leaf_count=199 334 131 73 135 510 403 1136 616 82 291
internal_value=0 -0.00156628 0.000804606 -0.00243324 -0.00526868 -0.00825879 -0.0116824 -0.015697 -0.00914433 -0.0150082
internal_weight=0 0.0124307 0.0114115 0.0103031 0.00924507 0.00818091 0.00716962 0.00537064 0.00436609 0.00321457
internal_count=3910 3576 3445 3246 3111 3038 2528 1392 989 907
is_linear=0
shrinkage=0.0980392


Tree=3322
num_leaves=9
num_cat=0
split_feature=159 0 16 43 0 3 2 2
split_gain=3.14404e-05 4.11628e-05 0.000104315 0.000110895 7.20715e-05 8.13703e-05 9.63914e-05 8.27374e-05
threshold=-0.034019999999999988 -0.077944999999999987 0.15100500000000003 -0.074254999999999988 -0.099864999999999995 0.12046500000000002 0.10045500000000002 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 -2
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.01533660392570086 0.016513762232172841 0.027258274804633737 0.014610085814854987 -0.024911872653230555 -0.020432896579587953 -0.018898994100740432 0.03231650606067378 -0.016191311778152789
leaf_weight=0.001232651131580738 0.0014908317424507369 0.0018502445299706889 0.0015757198694764385 0.0012921616212747244 0.0018302662630447584 0.0013701139715594675 0.0012634856755204754 0.0016076544063176419
leaf_count=520 113 683 202 278 1483 151 229 251
internal_value=0 0.00141647 0.00874621 -0.00319705 -0.00315653 0.00235985 0.00903735 -0.000455317
internal_weight=0 0.0122805 0.00471813 0.00286788 0.00756235 0.00573209 0.00436197 0.00309849
internal_count=3910 3390 1163 480 2227 744 593 364
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=11
num_cat=0
split_feature=52 52 43 39 13 13 2 13 12 15
split_gain=2.80011e-05 6.2973e-05 6.13734e-05 5.1851e-05 7.25603e-05 0.000159762 8.36599e-05 9.25227e-05 6.23277e-05 5.32665e-05
threshold=-0.27466499999999994 -0.081429999999999989 -0.072649999999999978 0.084535000000000013 -0.094679999999999986 -0.0078949999999999975 0.11230000000000001 0.0034250000000000005 0.089635000000000006 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 9 -3 -7
right_child=1 3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.014259367271538106 0.033990296382268241 0.027112653502705759 0.0010210800158496249 0.019200768186190334 -0.045471298905765484 0.0033747148369909137 -0.022613023972359644 -0.015672204419516649 -0.0052517667371716455 0.032907237683277815
leaf_weight=0.0012652551470895982 0.0010582938897280535 0.0011527431652000493 0.0012104223181969515 0.0010275743617702325 0.0010619932840150023 0.00138199076706622 0.0015626556909360623 0.0014089900746553138 0.0012299126202332724 0.0010943590788577871
leaf_count=425 310 252 236 284 1416 112 168 357 111 239
internal_value=0 0.00137011 0.0164003 -0.00206724 -0.00452483 -0.00998963 -0.00307309 0.00478573 0.0104063 0.0164259
internal_weight=0 0.0121889 0.00226872 0.00992022 0.00889264 0.00650999 0.005448 0.00388534 0.00238266 0.00247635
internal_count=3910 3485 546 2939 2655 2292 876 708 363 351
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=13
num_cat=0
split_feature=403 42 43 16 14 1 48 15 13 12 0 3
split_gain=0.000163721 0.000116524 0.000130305 0.000147713 0.000100973 0.000190873 0.000264006 0.000118301 0.000109315 9.28724e-05 6.29725e-05 0.000181896
threshold=0.088015000000000024 0.098285000000000011 0.0016850000000000001 0.3935300000000001 -0.13131999999999996 0.094385000000000011 0.11930500000000001 -0.10071499999999999 -0.084084999999999979 0.086935000000000012 -0.077944999999999987 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 -6 -4 11 -10
right_child=-2 -3 9 -5 5 6 -8 -9 10 -11 -12 -13
leaf_value=-0.00054697587347314158 -0.00075399074848410744 0.0005707672171659917 0.0008293583340679263 -0.00068497199509416607 -0.00076594320319972511 0.0011203835886055039 -0.00043526304196271989 0.00033882372694862568 -0.00067007968814477323 5.7932273205102551e-05 0.00029579234929561637 0.00027278811093283545
leaf_weight=0.0012195048041058311 0.0010612595900143266 0.0014530085995322654 0.0010896093481700926 0.0014308391409132678 0.0010242972684319836 0.0012858468387825809 0.0011475794564801411 0.0017689575073473844 0.0016079016541453773 0.0013353256493822338 0.0013624843253113588 0.0015401601191826764
leaf_count=105 343 469 136 294 549 166 92 348 825 261 249 73
internal_value=0 4.08792e-05 -1.10993e-05 -9.24671e-05 -1.50919e-05 5.1522e-05 0.000366579 0.000667803 -0.000187688 0.000404561 -5.63729e-05 -0.00020879
internal_weight=0 0.0162655 0.0148125 0.0123876 0.0109567 0.00973723 0.00420238 0.0030548 0.00553484 0.00242493 0.00451055 0.00314806
internal_count=3910 3567 3098 2701 2407 2302 606 514 1696 397 1147 898
is_linear=0
shrinkage=0.00196078


Tree=3325
num_leaves=10
num_cat=0
split_feature=42 51 40 42 51 2 151 13 12
split_gain=2.79803e-05 7.58021e-05 5.91333e-05 0.000102815 6.84308e-05 7.27538e-05 0.000126751 6.009e-05 4.19017e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.0068699999999999985 0.091955000000000023 0.11463000000000002 0.086650000000000019 -0.044604999999999992 -0.077944999999999987 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 -4 -7 -8 -1
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=0.0035669532566192843 -0.017427485610449284 0.027925013382531418 -0.0048999368728270959 -0.025126828641484862 -0.017035030495428798 -0.011882236297113014 0.011546598978280042 0.039323722342789927 -0.0235756956657933
leaf_weight=0.0011210921757578828 0.001707981013503816 0.001042742705785883 0.0019762881536828768 0.0011483860011415863 0.001013612689705218 0.001050657885302053 0.0013070962725644029 0.0019269010124241738 0.0011544266851500609
leaf_count=167 521 296 613 576 125 206 321 192 893
internal_value=0 0.00196249 0.0054612 0.00268022 0.00706994 0.0109724 0.0182935 0.0280969 -0.0102032
internal_weight=0 0.0111737 0.00946568 0.00842294 0.00727456 0.00626094 0.00428466 0.003234 0.00227552
internal_count=3910 2850 2329 2033 1457 1332 719 513 1060
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=14
num_cat=0
split_feature=403 484 156 160 42 4 1 49 1 1 16 4 43
split_gain=0.000140889 0.000103938 0.000116926 0.000107958 0.000130706 0.000133411 0.000123974 0.000156923 0.000125133 0.000141854 0.000100203 7.8795e-05 2.87427e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -0.092169999999999988 -0.09602999999999999 -0.083329999999999987 1.0000000180025095e-35 -0.081419999999999979 0.11097000000000001 0.10004000000000002 -0.057604999999999996 -0.23071499999999998 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 11 12 -8 9 10 -9 -6 -7
right_child=-2 2 -4 4 5 6 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00050858433224528616 -0.00070234748450927827 -0.00039726502984832699 -0.00055175389913323086 -0.00043824508767933013 0.00033791682537804408 -6.0802433754941773e-05 0.00093540390503333529 -0.00038199715468626794 -0.00029490137850536223 0.00092649038788693359 0.00048532544225788525 0.00096348642463631466 -0.00052912712419808552
leaf_weight=0.0012027935538594008 0.0010311266029188913 0.0013076053117441469 0.0010132916909198599 0.0011374162695598497 0.0018539899335076049 0.0010026907796091 0.0010995800443753187 0.0010291042777508552 0.0018049279389994897 0.0010849677283039649 0.001019457161223447 0.0013290523874659984 0.0010127228302623395
leaf_count=585 343 449 313 189 121 262 123 208 305 115 136 290 471
internal_value=0 4.55787e-05 9.09378e-05 0.000138537 0.000195158 0.000259274 0.000124955 0.000265507 0.00011635 0.000353233 4.96219e-05 0.000599118 -0.00029613
internal_weight=0 0.0158976 0.0146948 0.0136815 0.0123739 0.0112365 0.00805345 0.00603804 0.00493846 0.00313353 0.00204856 0.00318304 0.00201541
internal_count=3910 3567 2982 2669 2220 2031 1620 887 764 459 344 411 733
is_linear=0
shrinkage=0.00196078


Tree=3327
num_leaves=13
num_cat=0
split_feature=403 42 133 160 474 52 42 1 16 1 16 4
split_gain=0.000132719 9.01035e-05 0.000132646 0.000137543 0.000267569 0.0001288 8.60103e-05 7.52807e-05 0.000212371 0.000172817 0.000118018 8.42398e-05
threshold=0.088015000000000024 0.098285000000000011 -0.07712999999999999 -1.0000000180025095e-35 0.084655000000000022 -0.27466499999999994 0.088115000000000013 0.10386500000000001 -0.17157499999999998 0.091035000000000019 0.0032450000000000005 -0.038174999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 9 -9 10 11 -7
right_child=-2 -3 3 5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.00059995850399472664 -0.00067865104330468704 0.00050403393520018582 -0.00085911310385514833 -0.000530450312539932 0.00032656386093839304 0.00077047806317504311 0.00062254294823779765 -0.00021963490181724571 0.00090954542418358571 -0.00075716087625347711 -0.00035311363866807844 5.6750552437931206e-05
leaf_weight=0.0012521823257356868 0.0010659142639430135 0.0014386888121340263 0.0020001428670671307 0.0013115861637386086 0.0011539014982148918 0.0010866281285951704 0.0011726397029052154 0.001322375565261396 0.0012416283659654284 0.0011414460320973282 0.0013953837230657323 0.0015323937942826715
leaf_count=417 343 469 710 338 215 387 231 171 161 142 96 230
internal_value=0 3.5843e-05 -1.02602e-05 -6.74617e-05 -0.000425335 4.31558e-05 0.000127759 5.26017e-05 0.000327175 -8.39434e-05 0.000107478 0.000352875
internal_weight=0 0.016049 0.0146103 0.0133581 0.00315404 0.0102041 0.0088925 0.00771986 0.002564 0.00515585 0.00401441 0.00261902
internal_count=3910 3567 3098 2681 925 1756 1418 1187 332 855 713 617
is_linear=0
shrinkage=0.00196078


Tree=3328
num_leaves=14
num_cat=0
split_feature=124 4 484 0 0 457 160 42 3 3 1 4 2
split_gain=0.000158572 0.000148506 0.000132662 0.000134421 0.000107374 0.000116133 0.000189657 0.000162756 0.000172559 0.000199338 0.000134478 0.000269035 7.8706e-05
threshold=0.0040150000000000003 -0.49837999999999999 -0.0043499999999999988 0.047345000000000005 -0.053834999999999994 -0.0034949999999999994 -0.082234999999999989 -1.0000000180025095e-35 0.12046500000000002 -0.078884999999999997 0.10031000000000002 -0.00072999999999999985 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 9 12 11 -11 -9
right_child=-2 2 3 -5 -6 6 7 8 -10 10 -12 -13 -14
leaf_value=-0.00076685840550404628 0.00074311698102814256 -0.00065905886223056225 -0.00059760580830084159 0.00060813395096172588 -0.00054525076181091139 -0.00064658973241888849 -0.00042233838155376072 -0.00035003707888830614 -0.00024275014397972297 0.0012294033731955357 0.0012579360601949687 -5.3801532188317166e-05 0.00035585615822309304
leaf_weight=0.0010705597167320847 0.0010009444908531456 0.0011294646297512834 0.0010130004268958165 0.0014355091403441935 0.0013610222290801532 0.0011727393574624935 0.0014211696211339905 0.0011882690457306788 0.0017723792762907205 0.0010671651971584928 0.001245389297297009 0.0015270321554220357 0.0012420435296585861
leaf_count=173 94 585 175 151 267 477 781 322 139 177 168 140 261
internal_value=0 -6.04415e-05 -1.18859e-05 3.87144e-05 -2.41137e-05 3.67729e-05 9.71917e-05 0.000189363 0.000297459 0.000450165 0.000728318 0.000474066 1.0719e-05
internal_weight=0 0.0166457 0.0155752 0.0144457 0.0130102 0.0116492 0.0106362 0.00946345 0.00804228 0.0062699 0.00383959 0.0025942 0.00243031
internal_count=3910 3816 3643 3058 2907 2640 2465 1988 1207 1068 485 317 583
is_linear=0
shrinkage=0.00196078


Tree=3329
num_leaves=10
num_cat=0
split_feature=4 0 1 0 47 157 16 2 0
split_gain=3.06805e-05 8.59661e-05 8.18335e-05 5.77833e-05 4.81463e-05 7.21679e-05 0.000120663 8.63772e-05 3.26008e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.084074999999999997 0.087850000000000025 -0.059294999999999994 -0.110495 0.087995000000000004 -0.10783
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -8 -6
right_child=1 -3 4 -5 8 6 7 -9 -10
leaf_value=-0.016896726977057304 -0.035760991949216052 0.027015567307826279 0.032553689640101996 -0.0048417324484868879 -0.02204946109038268 0.024506145983567075 -0.027429923639083038 0.0053522192066001841 0.00040144672528003613
leaf_weight=0.0010067601786312086 0.001015499838507457 0.0011736369128003315 0.0010058740309309838 0.0014931552895167881 0.0010174106743349592 0.0017498876953754667 0.0013503040020506618 0.0019857643494123212 0.0017755035350011236
leaf_count=176 996 164 180 903 105 372 529 232 253
internal_value=0 0.001246 -0.00140853 -0.0173578 0.00309484 0.00807925 0.00323882 -0.00791665 -0.00777703
internal_weight=0 0.012567 0.0113934 0.00250866 0.00888474 0.00609183 0.00508596 0.00333607 0.00279291
internal_count=3910 3734 3570 1899 1671 1313 1133 761 358
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=10
num_cat=0
split_feature=484 160 42 0 3 48 42 1 3
split_gain=3.03502e-05 3.77599e-05 7.78929e-05 6.42801e-05 8.99758e-05 7.50315e-05 7.09898e-05 9.84628e-05 7.96791e-05
threshold=-1.0000000180025095e-35 -0.082234999999999989 -1.0000000180025095e-35 -0.15007499999999999 0.11476000000000001 0.085760000000000017 0.084100000000000022 0.08844500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 -8 -5
right_child=1 2 3 5 -6 -7 7 -9 -10
leaf_value=-0.016364095098954461 -0.012837747061123381 -0.014477059522931119 0.0092560999206489202 0.040647793756850646 -0.028451293407527486 0.033391895222477354 -0.027082923874711867 0.014212357844422539 0.0040349978574861431
leaf_weight=0.0010564189059285726 0.001642519413009952 0.0019827450622323011 0.0016098056258409968 0.0010000106407627887 0.0010426841762729844 0.0014012899091214778 0.0011047761206689473 0.0012095358765217494 0.0014654600053130213
leaf_count=627 636 888 144 275 75 311 489 327 138
internal_value=0 0.00128962 0.00343494 0.00745539 -0.00556654 0.0130435 0.00707797 -0.00550065 0.0188854
internal_weight=0 0.0124588 0.0108163 0.00883356 0.00265249 0.00618107 0.00477978 0.00231431 0.00246547
internal_count=3910 3283 2647 1759 219 1540 1229 816 413
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=11
num_cat=0
split_feature=457 16 159 48 12 16 16 16 2 3
split_gain=2.8298e-05 7.00143e-05 5.54472e-05 7.629e-05 5.61804e-05 0.000145863 0.000145645 0.000105309 0.000113474 4.48048e-05
threshold=-0.0034949999999999994 -0.50388999999999984 -0.034019999999999988 0.093225000000000016 -0.023959999999999995 0.41476000000000007 0.16388500000000003 -0.008069999999999999 0.086130000000000012 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 9 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.016023145286816715 0.023714224943842427 -0.022784136091459118 -0.023701150987260184 0.023580115689500376 -0.0053360744847886247 0.035658986346876087 -0.039838122227938505 0.023419329637708205 -0.027726979890571504 0.021711985823737262
leaf_weight=0.0010281371330171036 0.0012470465299850011 0.0010817299927089906 0.0010776221526990143 0.0013070069266741509 0.0014156149511379307 0.0010322884380522101 0.0010040866759772459 0.0015791061245686785 0.0016038921739321998 0.0010793892564162088
leaf_count=316 268 473 328 270 617 215 213 334 722 154
internal_value=0 0.0012397 -0.001267 0.00103776 -0.00231336 0.000674301 -0.00473034 0.00147805 -0.00697486 0.00636546
internal_weight=0 0.0124278 0.0111807 0.010099 0.008792 0.00771438 0.00668209 0.005678 0.0040989 0.002495
internal_count=3910 3594 3326 2853 2583 2255 2040 1827 1493 771
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=11
num_cat=0
split_feature=156 158 42 15 43 2 1 42 133 3
split_gain=2.98922e-05 5.214e-05 6.08575e-05 7.89215e-05 0.000103453 8.26441e-05 7.62037e-05 0.000102027 7.02855e-05 5.22272e-05
threshold=0.088820000000000024 1.0000000180025095e-35 -0.09602999999999999 -0.095799999999999982 -0.15648499999999999 0.091025000000000009 0.10031000000000002 0.085545000000000024 0.065880000000000008 -0.089214999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 9 -6
right_child=-2 -3 3 4 6 -7 -8 -9 -10 -11
leaf_value=-0.019914769567724956 -0.016462771057161759 -0.020333235433481447 -0.030670574663398516 0.040518399944646559 0.01633474960227076 0.0049498248214725074 0.023127618229104054 -0.027821039650012386 0.029579050505782058 -0.012908668560341849
leaf_weight=0.0010314092333907161 0.001027257670277869 0.0010226905121913524 0.0010704485244164585 0.0010159529931004305 0.0010050871925996311 0.0016636581906350743 0.0018942211506830335 0.0010663807766624791 0.0010224202355114537 0.0015564677091568285
leaf_count=238 406 462 267 145 176 286 346 810 309 465
internal_value=0 0.00129103 0.0032436 0.00556382 0.0108291 -0.00899616 0.00622029 -0.000666547 0.00741304 -0.00143432
internal_weight=0 0.0123487 0.011326 0.0102946 0.00756053 0.00273411 0.00654458 0.00465036 0.00358398 0.00256155
internal_count=3910 3504 3042 2804 2251 553 2106 1760 950 641
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=11
num_cat=0
split_feature=124 48 16 2 484 160 133 0 1 0
split_gain=2.94988e-05 6.52557e-05 8.76783e-05 5.89523e-05 5.33311e-05 0.000131073 9.08925e-05 7.41714e-05 0.00016145 5.51385e-05
threshold=-0.061329999999999989 0.11930500000000001 -0.50388999999999984 0.11635500000000001 0.084225000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053834999999999994 0.10031000000000002 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 -8
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=0.014924175234878195 0.02721653033959226 -0.025131278488956209 -0.03908676960137434 0.019660559137071102 0.014013267250927866 -0.029015176372857648 -0.013969156147544652 -0.014204710535755562 0.043423741829667448 0.013927173710314751
leaf_weight=0.0011529943133266355 0.0010818622261657045 0.0010269089035383734 0.0011024155926197474 0.0010642205797237346 0.0012537624399910621 0.0010515827486788582 0.0016031904144891182 0.0017650865208952747 0.0010226907346992508 0.0011839543392495723
leaf_count=310 204 145 645 315 366 719 234 228 114 630
internal_value=0 -0.00148423 0.000697807 -0.00215776 -0.00474268 -0.00778521 -0.00257774 0.00240908 0.0101062 -0.00211904
internal_weight=0 0.0121557 0.0111288 0.0100469 0.00898268 0.00772892 0.0066265 0.00557492 0.00380984 0.00278714
internal_count=3910 3600 3455 3251 2936 2570 1925 1206 978 864
is_linear=0
shrinkage=0.0980392


Tree=3334
num_leaves=14
num_cat=0
split_feature=403 484 133 160 42 40 2 1 0 0 4 52 12
split_gain=0.000102446 9.59939e-05 8.55351e-05 0.000232267 7.94724e-05 0.000124321 0.000179512 0.000105309 9.47098e-05 8.28216e-05 0.000119123 0.000100894 9.68048e-05
threshold=0.087440000000000004 -0.0043499999999999988 -0.07712999999999999 -0.082234999999999989 -0.09602999999999999 -0.034699999999999988 0.11203000000000002 0.11235500000000002 -0.23029999999999998 -0.11756999999999999 0.070230000000000015 0.083750000000000005 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 8 -8 -7 -10 11 12 -11
right_child=-2 2 3 4 5 6 7 -9 9 10 -12 -13 -14
leaf_value=-0.00052081251622710897 -0.00061277677969569916 0.00054612434768752975 -0.00070101967465873577 -0.00037058260868773866 0.00078457601735986619 0.0007872876734994343 -0.0007949400159809073 5.0860835361855452e-05 -0.00032518366401078743 -0.00048502954205206729 0.00087150234749667132 0.0006226351307278866 0.00030716580545038741
leaf_weight=0.0011187992464862856 0.0010114177091965727 0.0013451710542393058 0.0014900520401010019 0.00112602756825357 0.001152694930385314 0.0011051428300439259 0.0011435459244144783 0.00112054767212045 0.0010919219330616237 0.0012774937432895 0.0010039043351189061 0.0010081334883570714 0.0011069138611538611
leaf_count=585 349 427 528 161 268 54 153 160 103 295 117 349 361
internal_value=0 3.1835e-05 7.60893e-05 2.60134e-05 0.000123291 0.000178845 0.000100018 -0.000376335 0.000263589 0.000158137 0.000278177 0.000102603 -0.000117269
internal_weight=0 0.0150903 0.0139715 0.0126264 0.0111363 0.0100103 0.0088576 0.00226409 0.00659351 0.00548837 0.00439645 0.00339254 0.00238441
internal_count=3910 3561 2976 2549 2021 1860 1592 313 1279 1225 1122 1005 656
is_linear=0
shrinkage=0.00196078


Tree=3335
num_leaves=10
num_cat=0
split_feature=52 376 457 48 0 3 4 16 49
split_gain=3.26876e-05 5.44105e-05 5.22304e-05 4.73843e-05 6.02403e-05 0.000106162 7.0317e-05 5.5301e-05 5.04382e-05
threshold=-0.27466499999999994 0.048375000000000008 0.088055000000000008 0.08740500000000001 -0.083424999999999985 -0.088024999999999978 0.080255000000000007 -0.083564999999999987 0.073145000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -5
right_child=1 -3 -4 8 5 -7 -8 -9 -10
leaf_value=-0.015494555399416868 0.03330768073872864 0.022270243393215403 0.020759902887756615 -0.032056036870954735 0.0072970095121603351 -0.030791576710731641 -0.0069489724398911689 0.0053037435067443961 -0.0008808100580866376
leaf_weight=0.0012442771034700531 0.0012536292268811094 0.0011446844745375195 0.0010316173392550245 0.0010276310027717101 0.0015567076999802826 0.0013809296826528604 0.0019803863927200993 0.0016118335620717763 0.0010484470203123569
leaf_count=425 487 200 174 297 410 928 302 536 151
internal_value=0 0.00153078 -0.000648974 -0.00288901 0.000691322 -0.0106077 0.00754101 0.0175554 -0.0163121
internal_weight=0 0.0120359 0.0108912 0.00985956 0.00778349 0.00293764 0.00484585 0.00286546 0.00207608
internal_count=3910 3485 3285 3111 2663 1338 1325 1023 448
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=10
num_cat=0
split_feature=11 0 16 52 16 16 15 15 48
split_gain=2.97666e-05 3.67897e-05 8.61654e-05 7.40709e-05 5.01161e-05 6.90067e-05 6.89054e-05 0.000118793 9.8223e-05
threshold=0.079700000000000007 -0.017269999999999997 0.23932500000000004 -0.24456499999999998 -0.30307999999999996 -0.110495 -0.0039399999999999991 0.084050000000000014 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 8 -8 -7
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=-0.026206559595512879 -0.016392069722734503 -0.0044253834512686715 0.033173887055091354 -0.01414768470383866 0.02554872182457088 -0.028815059716990971 0.039207298382584584 -0.0064830033180830748 0.0058425175701573668
leaf_weight=0.0010748771999385372 0.0010289777023025646 0.0013770415609366373 0.0010935026833152062 0.0016338805241963824 0.0013573295306230672 0.0014086634732358521 0.0010214363901785792 0.0012847922802516551 0.0019493714379533035
leaf_count=331 254 251 81 399 248 602 196 1126 422
internal_value=0 0.00131895 0.0122167 -0.00144799 0.00162664 0.00529723 0.000444358 0.0137534 -0.008696
internal_weight=0 0.0122009 0.00247054 0.00973035 0.00865547 0.00702159 0.00566426 0.00230623 0.00335803
internal_count=3910 3656 332 3324 2993 2594 2346 1322 1024
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=9
num_cat=0
split_feature=1 0 133 39 16 51 151 2
split_gain=3.34023e-05 6.64617e-05 6.11211e-05 5.57249e-05 8.31199e-05 0.000116092 8.41699e-05 9.7719e-05
threshold=0.085835000000000009 -0.084074999999999997 1.0000000180025095e-35 0.005105000000000001 -0.055679999999999993 -0.088439999999999977 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -2 -8
right_child=3 2 -4 -5 5 -7 7 -9
leaf_value=-0.023688470891166383 -0.014685164585338745 0.012733031247893923 -0.0145048465268354 0.021933137346449097 0.011849379797210824 -0.031893404808966706 0.0012685068770504891 0.036684507060666706
leaf_weight=0.0015521570568693345 0.001143327627347107 0.0019635028942191629 0.0014193875327692018 0.0014116777242190867 0.0010148920721206878 0.0015085806642109647 0.0017558491673027518 0.0014004698188766276
leaf_count=1139 144 499 562 372 227 407 394 166
internal_value=0 -0.00655614 0.00130461 0.003848 0.000106251 -0.0143009 0.00856184 0.0169827
internal_weight=0 0.00493505 0.00338289 0.0082348 0.00682312 0.00252347 0.00429965 0.00315632
internal_count=3910 2200 1061 1710 1338 634 704 560
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=13
num_cat=0
split_feature=133 3 48 50 4 12 52 3 13 4 1 2
split_gain=6.88445e-05 0.000110976 0.000153804 0.00014447 0.0001644 0.000107638 9.73245e-05 8.24755e-05 0.000147132 0.000124764 0.000184431 5.22413e-05
threshold=0.10599500000000002 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.28937500000000005 0.098845000000000016 -0.27466499999999994 0.096385000000000012 0.083175000000000013 -1.0000000180025095e-35 0.076710000000000014 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 -8 -11
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 11 -12 -13
leaf_value=-0.00047938002723713421 -0.00048510605633413545 0.00060354742413503163 -0.00072540159419239383 -0.00059087530648281312 0.00075698490156383264 -0.00054021154505416692 -0.00029981150017543675 0.0006720802876012098 0.0007627229518536499 -0.00070129343344323104 0.00059488122532129527 -8.9151394333810289e-05
leaf_weight=0.0010024314437854969 0.001083813113396343 0.0011807330187050312 0.0011019973100922483 0.0012619433368641518 0.0013271236367805557 0.0011558413947012182 0.0016194144945404451 0.0010820053779860839 0.0010529234854719238 0.0011199562543899879 0.0019554639145589157 0.0010280023309158417
leaf_count=270 557 182 113 522 271 249 816 65 94 179 355 237
internal_value=0 2.67481e-05 -2.29375e-05 3.84752e-05 0.000108491 2.25661e-05 9.59822e-05 0.000169382 8.91078e-05 -3.48282e-05 0.000189587 -0.000408325
internal_weight=0 0.0148878 0.0137071 0.0126051 0.0113432 0.010016 0.0088602 0.00785777 0.00677576 0.00572284 0.00357488 0.00214796
internal_count=3910 3353 3171 3058 2536 2265 2016 1746 1681 1587 1171 416
is_linear=0
shrinkage=0.00196078


Tree=3339
num_leaves=13
num_cat=0
split_feature=403 48 158 50 12 1 48 43 3 2 3 52
split_gain=0.000137295 7.85653e-05 8.76424e-05 0.000148665 0.000101617 0.000147981 0.000102936 0.000137959 9.45559e-05 8.78753e-05 0.000119774 9.78949e-05
threshold=0.087440000000000004 0.12675000000000003 0.085745000000000002 0.086465000000000014 -0.036459999999999992 0.12485500000000001 0.096835000000000018 0.00093000000000000016 -0.10628499999999998 0.096750000000000017 -0.075954999999999981 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 10 -10 -12
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13
leaf_value=-0.00031627621999688138 -0.00071769119416609326 -0.00048722638434643483 -0.00047760046379695414 -0.0005555555125112098 0.00042826808685748452 0.00093401064587088746 0.00072496134958949135 0.00056648375558637938 -0.00050009630026235676 -0.00050853870119995205 -0.00012445857997855512 0.00069390591457239848
leaf_weight=0.0014079504898417928 0.0010037567026374124 0.0010468124923141376 0.0010427092343641463 0.0011646682501975482 0.0013072537177544752 0.0010748428018924885 0.0011173254800078769 0.0018307526272408302 0.0011122746710805461 0.001822451511734019 0.0011189048882021269 0.0011290877446628175
leaf_count=349 349 125 374 587 227 97 146 308 782 319 96 151
internal_value=0 3.10839e-05 6.94874e-05 0.000113082 0.000178408 0.000244659 0.000166153 9.11145e-05 -4.29822e-05 -0.000161847 2.61821e-05 0.000286577
internal_weight=0 0.015175 0.0141282 0.0130855 0.0119208 0.0105129 0.00943805 0.00832073 0.00648997 0.00518272 0.00336027 0.00224799
internal_count=3910 3561 3436 3062 2475 2126 2029 1883 1575 1348 1029 247
is_linear=0
shrinkage=0.00196078


Tree=3340
num_leaves=10
num_cat=0
split_feature=4 151 124 160 3 3 3 15 15
split_gain=3.06307e-05 5.21002e-05 6.18874e-05 0.000104469 0.000151242 6.26151e-05 0.000138229 7.14775e-05 7.0643e-05
threshold=0.27608500000000008 -0.086769999999999986 -0.018779999999999995 -0.082384999999999986 0.13772500000000001 -0.074234999999999982 0.096385000000000012 -0.053579999999999996 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5 -9
right_child=-2 2 3 4 -6 6 -8 8 -10
leaf_value=0.01922784807092575 0.011714741461640968 -0.025802337106748022 -0.030320299511468692 0.027483587742201276 0.037858874912405784 -0.029033960552757924 0.012621694412965574 -0.016751344021032458 0.013901741746001527
leaf_weight=0.0010163218579206977 0.0018285125175187622 0.0011195665724959532 0.001062376407699882 0.0010540344054780237 0.0010109545034378692 0.0019643699509141943 0.0012547898639602151 0.0015356429905753065 0.0013649506198634368
leaf_count=290 441 171 593 405 100 458 95 562 795
internal_value=0 -0.00195553 -0.00403229 -0.00139655 0.00235774 -0.0026452 -0.0127971 0.00561867 -0.00232673
internal_weight=0 0.011383 0.0103667 0.00924712 0.00818474 0.00717379 0.00321916 0.00395463 0.00290059
internal_count=3910 3469 3179 3008 2415 2315 553 1762 1357
is_linear=0
shrinkage=0.0980392


Tree=3341
num_leaves=11
num_cat=0
split_feature=52 52 43 39 13 13 2 52 13 12
split_gain=2.77006e-05 5.0799e-05 5.23479e-05 4.77146e-05 5.49666e-05 0.000138236 9.39109e-05 7.87966e-05 6.75558e-05 6.27603e-05
threshold=-0.27466499999999994 -0.081429999999999989 -0.072649999999999978 0.084535000000000013 -0.094679999999999986 -0.0038299999999999996 0.096750000000000017 0.024145000000000003 0.0024700000000000004 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 8 -8 -7 -3
right_child=1 3 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.014150350704187213 0.031060361392100676 0.025483421124266745 0.000871744635822784 0.018347027085250101 -0.040547449233343261 0.021400431914596341 -0.031944095708618017 0.0038384406255965687 -0.0099717198639598208 -0.0066534090071627789
leaf_weight=0.001216537949427921 0.001021740969325881 0.0011250514367516775 0.0012011030865094682 0.0010226019129102931 0.001090369694940853 0.0017983011631642419 0.0013639437586556794 0.0010444863236608697 0.001042030506605122 0.0012147416838267774
leaf_count=425 310 252 236 284 1499 204 154 141 294 111
internal_value=0 0.00137982 0.0147481 -0.00168316 -0.00404323 -0.00878336 -0.00218474 -0.0164259 0.00989095 0.00879906
internal_weight=0 0.0119244 0.00222284 0.00970153 0.00867892 0.00633913 0.00524876 0.00240843 0.00284033 0.00233979
internal_count=3910 3485 546 2939 2655 2292 793 295 498 363
is_linear=0
shrinkage=0.0980392


Tree=3342
num_leaves=13
num_cat=0
split_feature=484 133 42 43 16 0 484 16 49 2 2 13
split_gain=8.46871e-05 7.86035e-05 9.7582e-05 0.000119418 0.00010335 0.000167702 0.000114857 9.52152e-05 0.000121192 9.96738e-05 8.8392e-05 0.0001048
threshold=-0.0043499999999999988 0.10599500000000002 -0.10770999999999999 -0.18906999999999999 0.3935300000000001 0.055865000000000005 0.087420000000000012 -0.074719999999999995 -0.0019649999999999997 0.086130000000000012 0.085255000000000011 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 10 -9 -10 -5 -12
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 11 -13
leaf_value=-0.00053196649442125311 -0.00051295404539720296 -0.00049392287057107459 0.00073748375699234103 0.00029232384488350776 -0.00052275602804279864 0.00088097776907086441 -0.00056092735740622096 -0.00012170072398269545 0.00023016819111083166 0.0010786389895447925 0.00020794223788401549 -0.00052924241779893409
leaf_weight=0.0011073265169568814 0.0010209949241028601 0.0010219536971124996 0.0010903343056823328 0.0017790471926323013 0.0010669323306721793 0.0010010667369035444 0.0010924070584108015 0.0012214966238501684 0.0010679673757673577 0.0010613053926244653 0.0011836251209229789 0.0019845785420839123
leaf_count=612 188 481 103 485 266 110 288 218 209 289 195 466
internal_value=0 3.04835e-05 6.99771e-05 0.000117406 5.84017e-05 0.000118071 3.67417e-05 0.000115423 0.000370637 0.000653076 -5.74338e-05 -0.000253834
internal_weight=0 0.0145917 0.0135698 0.0125488 0.0114584 0.0103915 0.00939043 0.00829802 0.00335077 0.00212927 0.00494725 0.0031682
internal_count=3910 3298 2817 2629 2526 2260 2150 1862 716 498 1146 661
is_linear=0
shrinkage=0.00196078


Tree=3343
num_leaves=10
num_cat=0
split_feature=4 151 457 0 13 52 16 16 13
split_gain=3.06302e-05 4.24859e-05 7.13546e-05 6.84026e-05 4.7895e-05 5.42254e-05 5.16374e-05 0.000102942 0.000107203
threshold=0.27608500000000008 -0.024429999999999997 0.084485000000000018 -0.15007499999999999 -0.083924999999999986 0.084890000000000007 -0.079209999999999989 0.022165000000000004 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6 -8 -9
right_child=-2 3 -4 4 6 -7 7 8 -10
leaf_value=0.029320510305339172 0.011977222059386138 -0.023999447900193278 -0.007201531718861562 0.021836609326960025 -0.022995750230833608 -0.0080226623199012408 0.023530328087332013 -0.032317839737773031 0.0096497602892425122
leaf_weight=0.0010482486059255037 0.0018200582865154089 0.0015653683509102559 0.0010924566993103075 0.0015504359730866561 0.0014022046916291201 0.0010007752433079729 0.0012027632628675575 0.0012708678048300283 0.0011681134312774288
leaf_count=365 441 187 191 439 693 258 687 473 176
internal_value=0 -0.00200118 0.0106824 -0.00496517 -0.0010422 0.0101236 -0.0066898 -0.000411416 -0.0122181
internal_weight=0 0.0113012 0.00214071 0.00916053 0.00759516 0.00255121 0.00504395 0.00364174 0.00243898
internal_count=3910 3469 556 2913 2726 697 2029 1336 649
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=13
num_cat=0
split_feature=403 42 484 133 160 4 16 4 3 3 13 16
split_gain=0.000133864 0.000101072 0.000132407 0.00011143 0.000221775 0.000117769 0.000185597 0.00014127 0.000150481 0.000116912 9.77748e-05 6.00217e-05
threshold=0.088015000000000024 0.098285000000000011 -0.0043499999999999988 -0.07712999999999999 -0.082234999999999989 -0.0010999999999999996 0.032820000000000009 0.25367000000000006 -0.0038649999999999999 -0.032959999999999996 -0.070604999999999987 -0.070594999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 9 8 -7 -6 -8 -10
right_child=-2 -3 3 4 5 7 10 -9 11 -11 -12 -13
leaf_value=-0.00068881563465556428 -0.00070221179797626786 0.00052886822026300656 0.00059419879223857064 -0.00074387700319801227 0.00030348864831796147 -0.00095297303126934266 0.00024906808055693251 0.0002978756043936423 -0.00039648160911379994 0.0011825885881195921 -0.00051768965101451291 0.00020970702177613938
leaf_weight=0.0010695677462665741 0.0010411582002922718 0.0013886308804115259 0.0012154273412124097 0.00146459227212476 0.0013304358169802051 0.0011178587880930619 0.0015412994402537461 0.001968150174068191 0.0012349074512674751 0.0010333831966903471 0.0010926908523745411 0.0012777834208215228
leaf_count=537 343 469 383 473 574 216 126 286 66 144 248 45
internal_value=0 2.37542e-05 -2.51383e-05 2.83281e-05 -2.86961e-05 7.01523e-05 0.000288937 -0.000125151 -0.000354477 0.000687802 -6.90155e-05 -8.82154e-05
internal_weight=0 0.0157347 0.0143461 0.0132765 0.0120611 0.0105965 0.00499781 0.0055987 0.00363055 0.00236382 0.00263399 0.00251269
internal_count=3910 3567 3098 2561 2178 1705 1092 613 327 718 374 111
is_linear=0
shrinkage=0.00196078


Tree=3345
num_leaves=10
num_cat=0
split_feature=15 15 43 43 52 4 52 0 52
split_gain=2.65739e-05 6.16535e-05 3.77568e-05 6.99902e-05 0.000123666 9.99179e-05 0.000177084 6.1619e-05 5.00531e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.17307499999999998 -0.0037249999999999996 -0.030179999999999995 -0.23071499999999998 1.0000000180025095e-35 -0.10209999999999998 -0.048794999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 -7
right_child=1 2 3 5 -6 6 -8 -9 -10
leaf_value=0.014280135355853539 -0.02496902603140768 0.014051395108535586 0.0045682754193884954 -0.018882730345650158 -0.037737420533822265 0.0039672069905731357 0.045608913630313414 0.020273892097678395 -0.023723261847454435
leaf_weight=0.0011742279965999422 0.0010223165156889981 0.0017767960971637473 0.0014840738891929246 0.0014794068361319995 0.0012929202865094027 0.0015333410374081605 0.0011242112067924147 0.0011031633710926747 0.0011367156035899384
leaf_count=317 297 233 625 224 1238 122 368 351 135
internal_value=0 -0.00148506 0.000711336 -0.00187802 -0.0151285 0.00389232 0.0107722 0.00039274 -0.00782138
internal_weight=0 0.0119529 0.0109306 0.00915383 0.00277699 0.00637684 0.00489743 0.00377322 0.00267006
internal_count=3910 3593 3296 3063 1863 1200 976 608 257
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=10
num_cat=0
split_feature=4 1 16 2 13 43 2 4 15
split_gain=2.69239e-05 6.83471e-05 3.94789e-05 9.03417e-05 6.55082e-05 6.9416e-05 7.46846e-05 5.61842e-05 2.06593e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 -0.09602999999999999 -0.079109999999999986 0.085255000000000011 -0.084009999999999987 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 8 -6 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.018335087395366104 -0.0075876641283176022 0.023911799920464091 -0.026708747711870089 0.018983860844914751 0.0033306565577743558 0.029931226939465115 -0.0086038114268308929 -0.026138286999376772 0.010144288070839355
leaf_weight=0.0012943387707729905 0.0012763254142520194 0.0013757383299829499 0.0011313657566066797 0.0018997109661286196 0.0010946811980377009 0.001025196759450623 0.0015191177709502268 0.0014396748486910581 0.0010037313471601829
leaf_count=148 196 353 177 412 225 166 831 786 616
internal_value=0 0.00875245 -0.00231294 -3.7396e-05 -0.00504655 -0.00101725 0.00783455 -0.0134096 0.0201424
internal_weight=0 0.00265206 0.0104078 0.00911348 0.00721377 0.0060824 0.00354805 0.00253436 0.00202893
internal_count=3910 549 3361 3213 2801 2624 1613 1011 782
is_linear=0
shrinkage=0.0980392


Tree=3347
num_leaves=13
num_cat=0
split_feature=403 48 48 51 4 15 43 15 151 43 160 0
split_gain=0.00011258 9.74229e-05 0.000119485 0.000147272 0.000113402 9.67635e-05 0.000145937 0.000142931 0.000153898 0.000139957 0.000117805 9.91704e-05
threshold=0.087440000000000004 0.12675000000000003 0.097140000000000018 0.08955500000000001 0.28937500000000005 -0.017214999999999998 -0.17307499999999998 -0.087044999999999997 -0.0074049999999999993 0.0016850000000000001 -0.063534999999999994 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 10 -8 -12
right_child=-2 -3 -4 -5 -6 6 9 -9 -10 -11 11 -13
leaf_value=0.00056045848532178721 -0.00065618807695264666 -0.00054132527348189062 0.00060313428570205291 -0.00057486119632143586 0.0006984733480460963 0.00076066051391866188 0.00033112327991722428 -0.00077529128548967617 -0.00039447982872666242 0.00045454129581928116 -0.00010166566442541926 -0.0009208176680719118
leaf_weight=0.0011741909988633031 0.001003441406183231 0.0010971228728873751 0.001427653703322763 0.0014878677942454501 0.0010395400457837269 0.0012735609953992179 0.0010299672250159222 0.0012388603866308138 0.0014502303367573471 0.0018339546687889119 0.0012747649034454791 0.0010251792637536842
leaf_count=130 349 125 230 344 323 92 356 397 354 329 350 531
internal_value=0 2.17067e-05 6.50375e-05 5.15223e-06 8.12514e-05 1.89618e-05 0.000166184 -0.000226357 3.27686e-05 1.95689e-05 -0.000219993 -0.000466795
internal_weight=0 0.0153529 0.0142558 0.0128281 0.0113402 0.0103007 0.00643743 0.00386328 0.00262442 0.00516387 0.00332991 0.00229994
internal_count=3910 3561 3436 3206 2862 2539 1658 881 484 1566 1237 881
is_linear=0
shrinkage=0.00196078


Tree=3348
num_leaves=13
num_cat=0
split_feature=403 48 158 157 42 52 2 15 16 48 13 48
split_gain=0.000123628 0.000125144 0.000110876 0.000135966 0.000126999 0.000107012 0.000188707 0.000170945 0.000131152 0.000130937 0.000186165 0.000113544
threshold=0.088015000000000024 0.12675000000000003 0.085745000000000002 -1.0000000180025095e-35 -0.10770999999999999 0.11588000000000002 0.097940000000000013 -0.064869999999999983 -0.083564999999999987 0.084795000000000023 -0.10023999999999998 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 11 -9 10 -8 -6
right_child=-2 -3 -4 4 5 -7 9 8 -10 -11 -12 -13
leaf_value=-0.0003821916088894806 -0.00066586199129616789 -0.00059372695223751945 -0.00053032350192961633 -0.00046135978726471186 0.00017610427211675429 -0.00024141065315691569 0.0010882179643925032 0.00089170524303169233 8.7223705355925064e-05 0.0012820067460202944 1.4139581396343803e-05 -0.00063903757064472913
leaf_weight=0.0017784760632252308 0.0010566516310097909 0.0011584520514047588 0.0010761740839967679 0.0010226865660541559 0.0012545311605626592 0.0014147334861021503 0.0010500564583148988 0.0013389284202332268 0.0018634484700079941 0.0010271648721643079 0.0015163450174646956 0.0013793339489970658
leaf_count=640 343 125 374 164 189 390 55 342 594 139 328 227
internal_value=0 2.67822e-05 7.56095e-05 0.000123397 0.000199166 0.000261457 0.000336901 0.000119246 0.000423581 0.00069039 0.000453604 -0.000250779
internal_weight=0 0.0158803 0.0147219 0.0136457 0.0118672 0.0108445 0.00942981 0.00583624 0.00320238 0.00359357 0.0025664 0.00263387
internal_count=3910 3567 3442 3068 2428 2264 1874 1352 936 522 383 416
is_linear=0
shrinkage=0.00196078


Tree=3349
num_leaves=14
num_cat=0
split_feature=124 133 484 160 52 474 0 16 12 13 43 151 1
split_gain=0.000113337 0.000178797 0.000107419 0.000105223 9.06642e-05 8.69058e-05 0.000114064 9.244e-05 8.59954e-05 6.59077e-05 0.000106208 6.44834e-05 0.000137613
threshold=1.0000000180025095e-35 0.099765000000000006 -0.0043499999999999988 -0.098319999999999991 -0.27466499999999994 0.085070000000000021 -0.075584999999999986 -0.055679999999999993 0.092720000000000011 -0.083924999999999986 -0.0020899999999999994 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 9 -8 10 -6 -11 -13
right_child=-2 -3 3 4 5 -7 8 -9 -10 11 -12 12 -14
leaf_value=-0.00058818627510099026 0.00063513883941665309 -0.00079188757746677363 -0.00051677582017917048 -0.00043800322955398553 0.0008362087714710515 0.00070880365720234662 0.00074101254824063007 -0.00044105312899079087 2.8786708420006507e-05 -0.00047517998133500094 -3.0212114515219489e-05 -0.00041219052308238334 0.00051913465500743575
leaf_weight=0.0010537485108530883 0.0010008872763897754 0.0011431059599651275 0.0011045115611750438 0.0010393592351245979 0.0010016903120535774 0.0010344405452856241 0.0016222309377949178 0.0015502977724634239 0.0010895255238119739 0.0010472947958553519 0.0011903346613930626 0.001097579904155796 0.0013730653531719781
leaf_count=526 100 592 433 324 162 173 228 337 167 90 225 481 72
internal_value=0 -4.5854e-05 1.41847e-05 6.24533e-05 0.000115564 0.000167839 0.000111722 -1.64407e-05 0.000454855 9.88447e-05 0.000365716 -6.74428e-05 0.000105395
internal_weight=0 0.0153472 0.0142041 0.0131503 0.0120458 0.0110065 0.00997202 0.00726026 0.00271176 0.00570997 0.00219202 0.00351794 0.00247065
internal_count=3910 3810 3218 2692 2259 1935 1762 1367 395 1030 387 643 553
is_linear=0
shrinkage=0.00196078


Tree=3350
num_leaves=14
num_cat=0
split_feature=133 48 2 14 15 0 12 160 15 47 16 2 42
split_gain=0.000129224 0.000144774 0.000131586 0.000154934 0.000266398 0.000178073 7.34463e-05 9.59351e-05 9.21754e-05 0.000170992 0.000104773 9.67618e-05 8.90433e-05
threshold=0.10681500000000001 0.12675000000000003 0.099015000000000006 -0.13131999999999996 1.0000000180025095e-35 -0.13870499999999999 -0.036459999999999992 0.087825000000000014 -0.10192499999999999 0.085165000000000018 -0.083564999999999987 0.085730000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1 8 -8 10 12 -12 -10
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 11 -13 -14
leaf_value=-0.00056045291794730684 -0.00069730522767635689 -0.00066639246571471964 -0.0003187704799371998 0.0013354878427967233 -0.00031934202789489675 0.00037093675375064733 -0.00039539005735604702 -0.00050757424819649884 -0.00010333882768854219 0.00076367994420507704 -0.00066052974793900042 0.00011455168949278074 0.00069948209994512289
leaf_weight=0.001016714712783035 0.0010189410354257194 0.0010909314196322342 0.0011256883915459022 0.0013478612948713813 0.0011038331618641092 0.0016207538912007876 0.001284926809632954 0.0012407921143628084 0.001017912977444693 0.0014748135597823508 0.0012533392902832588 0.0012240228726528211 0.0011107676853794393
leaf_count=226 545 109 115 182 160 456 209 241 256 170 428 518 295
internal_value=0 2.298e-05 7.37213e-05 0.0003251 0.000503076 0.000808879 -6.20638e-05 -3.18799e-06 8.17776e-05 0.000182606 -3.44804e-06 -0.000277575 0.000315581
internal_weight=0 0.0159124 0.0148214 0.00519814 0.00407245 0.00296862 0.00962329 0.00860658 0.00736578 0.00608086 0.00460604 0.00247736 0.00212868
internal_count=3910 3365 3256 913 798 638 2343 2117 1876 1667 1497 946 551
is_linear=0
shrinkage=0.00196078


Tree=3351
num_leaves=10
num_cat=0
split_feature=0 52 12 157 160 133 42 2 4
split_gain=2.72044e-05 6.34253e-05 6.03124e-05 5.72912e-05 9.76684e-05 5.34498e-05 7.7863e-05 7.30151e-05 0.000153467
threshold=-0.017269999999999997 -0.24456499999999998 0.082640000000000005 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.088115000000000013 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 7 8 -7
right_child=2 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.025259811070085632 0.026364103517251297 0.022215061988647731 -0.0037384392309728954 -0.025610946565015159 -0.01733388508294334 -0.014790607307016593 0.029398733042437404 -0.02236248174023929 0.027278498414818345
leaf_weight=0.0010900490156390283 0.0011383202113157502 0.0010519261580848533 0.0016026621175769461 0.0015054545816321182 0.0011322961281261821 0.0016341227982968175 0.0011745549219918877 0.0010674139688099998 0.0018475219176067575
leaf_count=346 243 313 203 792 765 477 424 172 175
internal_value=0 -0.00242406 0.00876304 0.000220301 -0.00254682 0.00251772 0.00644494 0.000518334 0.00753321
internal_weight=0 0.0105033 0.00274098 0.00941329 0.00836136 0.00685591 0.00572361 0.00454906 0.00348164
internal_count=3910 3464 446 3118 2805 2013 1248 824 652
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=15
num_cat=0
split_feature=124 4 0 0 48 2 14 0 42 0 0 3 48 15
split_gain=0.000220125 0.000175614 0.000141518 9.85104e-05 9.6285e-05 0.000126702 0.000237999 0.000185405 9.12581e-05 0.000113569 0.000118148 0.000171775 7.71158e-05 6.05977e-05
threshold=0.0040150000000000003 -0.49837999999999999 0.047345000000000005 -0.053834999999999994 0.12675000000000003 0.099015000000000006 -0.13131999999999996 -0.17106499999999999 0.091230000000000019 -0.082604999999999998 -0.089879999999999974 0.084925000000000014 0.085265000000000021 -0.090344999999999995
decision_type=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 13 -13 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00085654853268638757 0.00087260284291726397 -0.00032382006029178041 0.00057805700038047732 -0.00056941238850180152 -0.00060202999938725027 -0.00043033629622200815 0.0012039724499263225 0.00014924215883627427 0.00038027391646304774 -0.00080171302343417031 0.00039209427105371219 0.00051823873507487203 -0.00023320408538464484 -0.00099539435569374912
leaf_weight=0.0010224529146305303 0.0010120094340017273 0.0010286894296391586 0.0013954674588928613 0.0014039538909512246 0.0010106740368389976 0.0011065928663783024 0.0012367600517059632 0.0013296590166408159 0.0012251711208433281 0.0010267755357640223 0.00143859235916195 0.0010299161384644678 0.0010711431265075788 0.0010376204039918863
leaf_count=173 94 275 163 284 86 83 101 481 505 600 707 71 54 233
internal_value=0 -6.97264e-05 -1.7286e-05 -7.68593e-05 -2.1721e-05 2.91425e-05 0.000329773 0.000657518 -0.000111381 -0.000202197 -9.2391e-05 -0.000259637 0.000135145 -0.000661059
internal_weight=0 0.0163635 0.015341 0.0139455 0.0125416 0.0115309 0.00367301 0.00256642 0.00785791 0.00663274 0.00560596 0.00416737 0.00210106 0.00206631
internal_count=3910 3816 3643 3480 3196 3110 665 582 2445 1940 1340 633 125 508
is_linear=0
shrinkage=0.00196078


Tree=3353
num_leaves=14
num_cat=0
split_feature=403 48 2 48 160 16 0 0 0 43 0 0 16
split_gain=0.000109661 8.78148e-05 0.000102586 0.000149018 0.000107406 0.000104335 0.000109677 9.67514e-05 0.000129701 8.95111e-05 8.88126e-05 0.000117161 4.17508e-05
threshold=0.088015000000000024 0.12675000000000003 0.097940000000000013 0.093225000000000016 0.087260000000000018 -0.083564999999999987 -0.10131499999999999 -0.06402999999999999 -0.10131499999999999 -0.090164999999999981 0.076335000000000014 -0.094404999999999975 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 -1 8 -7 -9 11 12 -4
right_child=-2 -3 3 -5 -6 7 -8 9 -10 -11 -12 -13 -14
leaf_value=3.0050535371567789e-05 -0.00063112135053620217 -0.00050408493079615773 -5.5497377193352345e-05 0.00094848362465581976 -0.00057403619175497192 3.7708062011315271e-05 0.0008301471630829349 -0.00023447151699767502 -0.00083590714195935995 0.00058304430548731449 0.0005316277879828051 -0.00058757379564764627 0.00049331047983404387
leaf_weight=0.0017683175924185397 0.0010262857345303576 0.0010978639859878349 0.0011044593588440837 0.0010377200807509387 0.0013326948649643958 0.0013038849028417132 0.0010497352138059161 0.0010454956205114829 0.0013096368305149874 0.0010146662353264684 0.0014352219270422784 0.0010623633384319155 0.001029931805287741
leaf_count=167 343 125 194 140 278 113 546 51 1117 162 127 454 93
internal_value=0 3.05836e-05 7.10823e-05 0.000276881 -6.11431e-05 3.00948e-05 0.00032809 -0.000149585 -0.000400061 0.00016817 0.000126419 -5.55048e-05 0.000209325
internal_weight=0 0.015592 0.0144941 0.0056697 0.00882443 0.00749174 0.00281805 0.00467368 0.00261352 0.00206016 0.00463198 0.00319675 0.00213439
internal_count=3910 3567 3442 1008 2434 2156 713 1443 1230 213 868 741 287
is_linear=0
shrinkage=0.00196078


Tree=3354
num_leaves=13
num_cat=0
split_feature=403 48 484 0 4 0 12 49 42 2 3 16
split_gain=0.000150779 0.000121737 0.000113836 0.000111411 0.00014936 0.000125339 0.000133481 0.000192448 0.000140439 0.000118547 0.000158043 9.58127e-05
threshold=0.088015000000000024 0.12675000000000003 -0.0043499999999999988 -0.23029999999999998 0.40359500000000004 0.076335000000000014 -0.036459999999999992 -0.084114999999999981 -0.089024999999999979 0.086875000000000022 -0.077894999999999978 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -9 10 -10 -11
right_child=-2 -3 3 4 -6 -7 7 8 9 11 -12 -13
leaf_value=-0.00054860315217811098 -0.00074671550825414494 -0.00059620384621410965 0.0006013392937356738 -0.00068876022315546271 0.00077125729302130136 0.00044547949762115742 -0.00073827445298200187 0.00071377789741087474 -0.00084977392489936051 -9.7929011176211653e-05 8.5671579454094747e-05 0.00063542404390043016
leaf_weight=0.0010478250030187741 0.0010268188149675358 0.00111723340356588 0.0016415765358441829 0.0012855398065643462 0.0010327749000350562 0.0019417747308045829 0.0011845884342604135 0.0012436121967906609 0.001164068712076919 0.001337428044079486 0.0017209439591198065 0.0014039712275968124
leaf_count=564 343 125 98 228 287 172 143 284 589 502 200 375
internal_value=0 2.82129e-05 7.47081e-05 0.000121506 5.75429e-05 -7.79224e-06 -0.000102025 -8.38075e-06 0.000117474 -1.4328e-05 -0.00029177 0.000277648
internal_weight=0 0.0161213 0.0150041 0.0139563 0.0123147 0.0112819 0.00934015 0.00805461 0.00687002 0.00562641 0.00288501 0.0027414
internal_count=3910 3567 3442 2878 2780 2493 2321 2093 1950 1666 789 877
is_linear=0
shrinkage=0.00196078


Tree=3355
num_leaves=13
num_cat=0
split_feature=403 11 0 484 160 0 151 49 15 3 15 1
split_gain=0.000134442 0.000106227 0.000115773 0.000155944 8.2297e-05 9.68003e-05 0.000222782 0.000120438 9.80813e-05 0.000122495 0.000106581 8.31013e-05
threshold=0.088015000000000024 0.08184000000000001 0.059810000000000009 0.087495000000000017 0.090735000000000024 -0.230625 -0.08341999999999998 -0.07107999999999999 -0.017214999999999998 0.099570000000000006 1.0000000180025095e-35 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 11 -10 -9
right_child=-2 -3 -4 -5 -6 6 7 8 10 -11 -12 -13
leaf_value=-0.00041208018823972936 -0.00069654683035413791 -0.00054926928746851407 0.00053079988820455286 -0.00067934670859100938 -0.00033823107621417314 0.0010483859322382868 -0.00046549424206647499 -0.00011173564800196844 0.00088481877427420009 -0.00051684761003073824 0.00015403577220491225 0.00063917504114469048
leaf_weight=0.001053852585768956 0.0010077377910789843 0.0010866593610522187 0.0019510828282823028 0.001124435164396506 0.0015289273254143485 0.0010868192550791576 0.0012181167066816646 0.0011769117018309073 0.0013048127822015742 0.0012386199199109302 0.0018626116606219132 0.0010926893925396826
leaf_count=89 343 221 142 317 323 247 151 573 170 113 1016 205
internal_value=0 4.22264e-05 8.61337e-05 1.77546e-05 8.55416e-05 0.000150111 0.000216083 0.000101491 0.00020495 -2.08826e-05 0.00045508 0.000249787
internal_weight=0 0.0157255 0.0146389 0.0126878 0.0115634 0.0100344 0.00898058 0.00789376 0.00667565 0.00350822 0.00316742 0.0022696
internal_count=3910 3567 3346 3204 2887 2564 2475 2228 2077 891 1186 778
is_linear=0
shrinkage=0.00196078


Tree=3356
num_leaves=10
num_cat=0
split_feature=11 0 42 0 16 16 49 16 15
split_gain=2.91749e-05 3.9696e-05 7.86689e-05 0.000125081 8.65029e-05 6.86839e-05 5.89961e-05 7.54064e-05 5.93247e-05
threshold=0.079700000000000007 -0.017269999999999997 0.091230000000000019 -0.082604999999999998 -0.30307999999999996 0.23932500000000004 -0.00064499999999999985 -0.083564999999999987 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 8 -8 -6
right_child=-2 5 -4 -5 6 -7 7 -9 -10
leaf_value=-0.022616046223615804 -0.016116912446032909 -0.0021320077529853676 0.019158065073008556 -0.02998945536348966 0.0099827651424740042 0.031272767331190665 0.031053335279416283 0.00055063703754216901 -0.023465808760632371
leaf_weight=0.0012881710122618559 0.0010522550529674666 0.0014070951407206623 0.0015377499799992074 0.0016636159520374725 0.0010601183123623201 0.0010941221707920779 0.0015098739061178703 0.0017495992223034672 0.0010608798057980076
leaf_count=281 254 251 775 877 145 81 518 501 227
internal_value=0 0.00122792 -0.00162365 -0.00545899 0.000660583 0.0124804 0.00623338 0.0146803 -0.00674753
internal_weight=0 0.0123712 0.00987001 0.00833226 0.00666864 0.00250122 0.00538047 0.00325947 0.002121
internal_count=3910 3656 3324 2549 1672 332 1391 1019 372
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=11
num_cat=0
split_feature=49 151 16 42 403 43 52 0 0 4
split_gain=3.20886e-05 7.27672e-05 5.74812e-05 4.88513e-05 8.13713e-05 0.00010111 8.01471e-05 0.000135047 4.55704e-05 2.63434e-05
threshold=-0.045004999999999996 -0.074204999999999979 -0.09385499999999998 0.092395000000000019 0.03138500000000001 0.070805000000000021 -0.074484999999999982 -0.083564999999999987 -0.21145499999999998 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 -8 -10
right_child=3 2 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.030500268784218923 -0.027505976962328083 -0.017851680868042865 0.01530979100805498 -0.020062374048801145 0.024516712715792071 0.022047123555193907 0.026822837204252659 -0.02697333292556503 -0.0090545770021717899 0.013039959525832851
leaf_weight=0.0010308714399481765 0.001702182264108911 0.0010903721490649327 0.0010040146607211463 0.0014167563245937051 0.0011688946682950679 0.0012626896279001321 0.0010244500532630161 0.0014953483649896328 0.0011591940750548682 0.0010096639696372967
leaf_count=234 597 102 193 742 334 221 91 604 650 142
internal_value=0 0.00875068 -0.00195462 -0.00282576 -5.78032e-05 -0.00381098 -0.00891997 -0.00217246 0.00944119 0.00123105
internal_weight=0 0.00312526 0.00209439 0.0102392 0.00882242 0.00765353 0.00639084 0.00468866 0.00319331 0.00216886
internal_count=3910 529 295 3381 2639 2305 2084 1487 883 792
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=11
num_cat=0
split_feature=123 133 50 160 1 457 3 12 2 0
split_gain=3.0371e-05 6.90704e-05 7.21469e-05 8.94913e-05 9.04065e-05 8.09446e-05 0.000119128 9.19426e-05 8.26917e-05 7.61517e-05
threshold=1.0000000180025095e-35 0.093845000000000026 0.086465000000000014 0.090735000000000024 0.12864500000000004 0.082870000000000013 0.090325000000000003 0.086935000000000012 0.086465000000000014 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 9 -10 -11
leaf_value=0.0048249005622992289 0.015432416381690737 -0.024716925759460863 -0.021905778861332909 -0.021895296883776331 0.032980236642002579 0.027500830468620386 -0.023658074191986265 -0.025479162744476883 0.041576697531002675 0.0096170589530664412
leaf_weight=0.0014006683870158758 0.0011084175757538695 0.0011201797962955883 0.0011965759562823095 0.0011681725292309155 0.0011218036157323889 0.0011194487050708753 0.0016640726830964847 0.0011206994041571574 0.0010147588362130243 0.0012649654662760768
leaf_count=409 334 630 534 248 171 162 166 713 264 279
internal_value=0 -0.00151774 0.000829553 0.00358456 0.00700329 0.00316116 -0.00105327 0.00678162 0.0202649 -0.00686988
internal_weight=0 0.0121913 0.0110712 0.00987459 0.00870642 0.00758461 0.00646516 0.00480109 0.00241543 0.00238566
internal_count=3910 3576 2946 2412 2164 1993 1831 1665 673 992
is_linear=0
shrinkage=0.0980392


Tree=3359
num_leaves=9
num_cat=0
split_feature=4 48 15 3 15 151 3 3
split_gain=3.40824e-05 2.86104e-05 4.336e-05 0.000149899 0.000103253 0.000126368 7.15132e-05 5.52914e-05
threshold=0.27608500000000008 0.096835000000000018 -0.017214999999999998 0.10666500000000002 -0.089594999999999994 -0.0074049999999999993 -0.016619999999999996 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.024611523796647751 0.012006975577199163 0.010584649610296044 -0.011869516795653711 0.02831964713835286 -0.03307852782204862 -0.019470339824266391 -0.028516870188590528 0.012062253952484807
leaf_weight=0.0010720053549754674 0.0018502804961013355 0.0014434961241767694 0.0018926769808299509 0.0014328693078096144 0.0013687882758897166 0.0013667363558120425 0.0011099795993078114 0.0016867041685381021
leaf_count=136 441 318 536 79 594 405 168 1233
internal_value=0 -0.00205924 -0.00389729 0.00111161 -0.0119512 -9.31366e-05 -0.00720202 -0.000592199
internal_weight=0 0.0113733 0.00992976 0.00612223 0.00380753 0.00243874 0.00468936 0.00357938
internal_count=3910 3469 3151 2016 1135 541 1937 1769
is_linear=0
shrinkage=0.0961169


Tree=3360
num_leaves=10
num_cat=0
split_feature=1 0 133 0 12 2 0 48 133
split_gain=3.06668e-05 0.000110666 5.04818e-05 7.18068e-05 6.86755e-05 0.000116191 0.00013031 0.000107369 4.34432e-05
threshold=0.076710000000000014 -0.084074999999999997 -0.036599999999999987 -0.053834999999999994 0.097345000000000015 1.0000000180025095e-35 -0.15007499999999999 0.084500000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 -7 -3
right_child=2 8 3 -5 -6 6 -8 -9 -10
leaf_value=-0.035497658243318679 0.023984757411705578 0.012379667340746234 -0.029405011227045887 -0.021406877423452014 0.028750224188828107 0.017519214709584095 0.033382191330526022 -0.019006970200951653 -0.011470969193782151
leaf_weight=0.0010367285239271181 0.0010337114832581857 0.0017910951447649513 0.0010658794987060127 0.0012601025408058904 0.0010023988273406247 0.0013975474158746315 0.0013491847070486495 0.0018973304190405306 0.0013313784923136029
leaf_count=1009 276 452 513 423 153 175 238 124 547
internal_value=0 -0.00718899 0.00319289 0.000497 0.004609 0.000370927 0.00720494 -0.00351411 0.00221009
internal_weight=0 0.0041592 0.00900615 0.00797244 0.00671234 0.00570994 0.00464406 0.00329488 0.00312247
internal_count=3910 2008 1902 1626 1203 1050 537 299 999
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=13
num_cat=0
split_feature=403 484 160 42 4 16 51 160 3 0 0 0
split_gain=0.00012755 0.000106086 0.000110331 9.50904e-05 0.000102381 0.000119107 0.000107265 0.000117442 0.000100611 0.000161977 0.000145993 0.000120153
threshold=0.088015000000000024 -0.0043499999999999988 -0.082234999999999989 -0.09602999999999999 -0.083329999999999987 0.032820000000000009 0.090935000000000016 0.087260000000000018 0.12046500000000002 -0.17106499999999999 -0.070894999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 -6 11 -11
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.00052677784973245777 -0.00065795742731235881 -0.00035326750939732076 -0.0003926910706772468 0.0008956112600072264 0.00077700681142972366 0.00016198159344045648 0.00062326714851030631 -0.00060886983786642744 -0.00046615027261529343 7.2602839861661873e-05 0.0005551981423393221 -0.00079552404871100467
leaf_weight=0.0011940938932127739 0.0010871714931355954 0.0019614988359491535 0.0011515774887243509 0.0015072664462915481 0.0013955130606815012 0.001953607081662645 0.0012043864536178516 0.0010686047153807441 0.0010255811353573358 0.0015544090787208823 0.0012154702946435788 0.0010120262015971752
leaf_count=585 343 603 198 278 86 215 141 203 107 154 321 676
internal_value=0 3.57703e-05 8.04041e-05 0.000145396 0.000197307 0.000481489 8.12709e-05 -8.49919e-06 9.4928e-05 0.000206071 -4.60345e-06 -0.000269727
internal_weight=0 0.016244 0.0150499 0.0130884 0.0119369 0.00346087 0.00847599 0.0072716 0.006203 0.00517742 0.00378191 0.00256644
internal_count=3910 3567 2982 2379 2181 493 1688 1547 1344 1237 1151 830
is_linear=0
shrinkage=0.00196078


Tree=3362
num_leaves=9
num_cat=0
split_feature=484 159 160 133 42 15 15 4
split_gain=2.9926e-05 3.33604e-05 4.5639e-05 8.85717e-05 6.18867e-05 8.28002e-05 6.89639e-05 8.04701e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 -0.080184999999999992 -0.0023199999999999996 0.088115000000000013 1.0000000180025095e-35 -0.095799999999999982 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.016169469518844064 -0.017718564570309236 0.015255015512127866 -0.021234309366868685 -0.0090398998095456325 0.020848767682954357 -0.019670418472716319 0.0043134195757261453 0.038124940679235331
leaf_weight=0.0010250534518684564 0.001315082937556891 0.001445279851043319 0.001371778200962656 0.0016198104144089813 0.0019634640673363429 0.0014435566524643676 0.0019420542456198766 0.001038256911435397
leaf_count=627 532 394 790 226 557 310 353 121
internal_value=0 0.00127483 -0.000614573 0.0017837 0.00572712 0.00081442 0.00724273 0.0160924
internal_weight=0 0.0121393 0.010694 0.00937892 0.00800714 0.00604368 0.00460012 0.00298031
internal_count=3910 3283 2889 2357 1567 1010 700 474
is_linear=0
shrinkage=0.0980392


Tree=3363
num_leaves=14
num_cat=0
split_feature=133 158 48 50 52 16 4 150 1 4 43 4 2
split_gain=0.000102393 0.00010559 0.000117186 0.000121069 0.000126447 0.000194106 0.000115744 0.000219728 0.000182106 0.000127425 9.41002e-05 3.58531e-05 1.7987e-05
threshold=0.10599500000000002 0.084965000000000027 0.12675000000000003 0.086465000000000014 -0.27466499999999994 0.20277000000000003 0.0057500000000000008 0.085075000000000026 0.11198000000000001 -0.0025899999999999994 -0.00084499999999999994 0.18622000000000002 0.088210000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 11 10 -6 -8 -12
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 12 -13 -14
leaf_value=-0.00039163499337393793 -0.00058673976218894853 -0.00057444876101371892 -0.00057568741212650281 -0.00044021652501195183 -0.0002515962456915186 0.00093578468753606296 1.4655118984114637e-05 0.0011402594189955238 0.00067951812488952726 -0.00068617580963232204 0.00056970779805139257 -0.00050279306488095453 0.00020007398873999496
leaf_weight=0.0013168932129531 0.0011307855791408252 0.0010528060435128729 0.001007005878888024 0.0013411940938734311 0.0016080739496285457 0.0013890768590200464 0.0010454058966984855 0.0010880091231276552 0.0013839479790429417 0.0010056327100255104 0.0010061003838310596 0.0010143277591530553 0.0010185622331529073
leaf_count=335 557 379 100 521 844 113 151 149 176 165 161 86 173
internal_value=0 2.47374e-05 6.90862e-05 0.000118211 0.000181276 0.000252727 0.000149257 0.000372125 0.000129437 -6.84842e-05 0.000102508 -0.000240165 0.000383753
internal_weight=0 0.015277 0.0142242 0.0132172 0.011876 0.0105591 0.00917006 0.00453169 0.00344368 0.00463837 0.00363274 0.00205973 0.00202466
internal_count=3910 3353 2974 2874 2353 2018 1905 562 413 1343 1178 237 334
is_linear=0
shrinkage=0.00196078


Tree=3364
num_leaves=12
num_cat=0
split_feature=1 0 133 160 52 12 1 16 52 15 16
split_gain=2.78876e-05 9.25449e-05 4.89839e-05 6.67743e-05 8.12782e-05 7.08979e-05 6.31115e-05 9.60357e-05 6.19207e-05 4.63782e-05 4.96693e-05
threshold=0.076710000000000014 -0.084074999999999997 -0.036599999999999987 -1.0000000180025095e-35 0.024145000000000003 0.097345000000000015 0.094385000000000011 -0.091624999999999984 -0.013104999999999999 0.041585000000000004 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 5 6 -5 -8 -4 10 -3
right_child=2 9 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.03287876769449153 0.023454675173797554 -0.02229906660505775 0.0023312656642402456 -0.027347767467863777 0.031545208930728041 0.022914774949472371 -0.019516133793527998 0.019056400179890503 -0.031126293491369323 0.018616943108371496 0.0086427427778426463
leaf_weight=0.0010289315691324849 0.0010398478919054219 0.0010517329466708416 0.0011071301404077909 0.0010159196292433554 0.001027592656494776 0.0010871731849785606 0.0011561869624306638 0.001461249560863387 0.0011054953474987682 0.0010670648170057568 0.0010238279668542093
leaf_count=1009 276 237 200 291 129 181 218 320 287 569 193
internal_value=0 -0.0068484 0.0030428 0.000376562 0.00605879 0.000510759 -0.00619297 0.00201795 -0.0143852 0.00167424 -0.00703616
internal_weight=0 0.00417156 0.0090006 0.00796075 0.00574812 0.00472053 0.00363336 0.00261744 0.00221263 0.00314263 0.00207556
internal_count=3910 2008 1902 1626 1139 1010 829 538 487 999 430
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=14
num_cat=0
split_feature=403 48 158 50 4 12 49 3 16 12 52 0 42
split_gain=0.00013536 9.73702e-05 0.000104689 0.000132039 9.71018e-05 0.000121686 0.000101446 0.000101462 0.000173278 0.000163223 0.000301853 8.03681e-05 7.21954e-05
threshold=0.087440000000000004 0.12675000000000003 0.085745000000000002 0.086465000000000014 0.27020000000000005 -0.036459999999999992 -0.091004999999999989 0.10223 0.28937500000000005 0.086935000000000012 0.0033900000000000002 -0.10209999999999998 0.090240000000000015
decision_type=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 11 -8 -11
right_child=-2 -3 -4 -5 -6 6 7 8 -10 12 -12 -13 -14
leaf_value=-0.00044972093419569549 -0.00071044630062488999 -0.00053566323416459442 -0.00052129300279294191 -0.00049879861565266617 0.00066005239276833256 -0.00036277562848331402 -0.00025713218910582603 0.0012270251923146896 8.0887631243824925e-05 -0.00064404570034391848 0.0012598130695837717 0.00042749061946541098 8.1799282662587368e-05
leaf_weight=0.0012616995816820695 0.0010047261192891151 0.0010751338188585832 0.001041454489054734 0.0011850223385198059 0.0014658651288682123 0.0010815711032471998 0.0015307037815552454 0.0010172565790337734 0.0010113315499227227 0.0010799005730062093 0.0010929028298668209 0.0011579250050574343 0.0010287159479674133
leaf_count=209 349 125 374 587 309 126 102 69 36 660 238 330 396
internal_value=0 3.29204e-05 7.67277e-05 0.000124959 0.000187986 0.000120554 0.000200498 0.000277432 0.00065563 0.000147179 0.000390916 3.77177e-05 -0.000289933
internal_weight=0 0.0150295 0.0139543 0.0129129 0.0117279 0.010262 0.00900031 0.00791874 0.00202859 0.00589015 0.00378153 0.00268863 0.00210862
internal_count=3910 3561 3436 3062 2475 2166 1957 1831 105 1726 670 432 1056
is_linear=0
shrinkage=0.00196078


Tree=3366
num_leaves=13
num_cat=0
split_feature=403 484 156 42 160 4 4 49 0 15 3 13
split_gain=0.000182157 0.000132573 9.90828e-05 0.000106606 0.000136327 0.000135576 0.000175578 0.000257996 0.000156041 0.00015309 0.000173388 0.000167468
threshold=0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.092169999999999988 -0.00072999999999999985 0.074650000000000008 -0.045004999999999996 -0.11756999999999999 1.0000000180025095e-35 -0.078669999999999976 -0.092894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 9 7 -7 -8 10 -6 -12
right_child=-2 2 -4 4 5 6 8 -9 -10 -11 11 -13
leaf_value=-0.00059576999677322668 -0.00081439584822787768 -0.00046311729044265276 -0.00050001575436906735 -0.00048712452581935482 4.8574087238789427e-05 0.00040030691755317771 -4.7177232680358114e-05 -0.00086484211044275737 0.00080300466490106938 7.5527784117866485e-06 0.00035332733036027073 0.0013616312406626034
leaf_weight=0.0011757387043000696 0.0010259167164569918 0.0010673272353827453 0.0010243911325427185 0.0010716636320430234 0.0011403521732213304 0.0010450088749571484 0.0018657193448493202 0.00152271204551519 0.0014951204885519224 0.0019141923984315884 0.0010473537956249557 0.0016019203452599662
leaf_count=585 343 172 313 428 316 72 188 195 260 810 53 175
internal_value=0 3.79493e-05 8.83076e-05 0.00013207 0.000182075 0.000243727 3.60944e-05 -0.000349953 0.000331039 0.00045954 0.000687845 0.000963012
internal_weight=0 0.0159715 0.0147958 0.0137714 0.012704 0.0116324 0.00592856 0.00256772 0.00336084 0.00570382 0.00378963 0.00264927
internal_count=3910 3567 2982 2669 2497 2069 715 267 448 1354 544 228
is_linear=0
shrinkage=0.00196078


Tree=3367
num_leaves=14
num_cat=0
split_feature=403 48 48 51 4 158 49 151 15 3 12 47 52
split_gain=0.000135981 0.000104824 0.000131952 0.000142715 0.00015747 0.000149755 9.88211e-05 0.000156362 0.000128262 0.000151863 0.000142272 0.000141286 0.00013268
threshold=0.088015000000000024 0.12675000000000003 0.097140000000000018 0.08955500000000001 0.28937500000000005 0.081110000000000015 -0.085974999999999982 -0.016164999999999995 -0.017214999999999998 0.10666500000000002 0.086935000000000012 0.10783500000000001 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 11 10 12 -9 -10
right_child=-2 -3 -4 -5 -6 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.00045457040053169842 -0.00069765376222491915 -0.00056279399787558112 0.0006308424329636614 -0.00056230083649103644 0.00078498603159693719 -0.00070812319968100519 0.00077384655784460191 -0.0008495561591239201 -0.00015810949883840518 0.00080936752467673215 -0.00048743588507216046 0.00014307745335800126 0.00082515536157451311
leaf_weight=0.0011438524201813826 0.0010598158177339825 0.0010738914335577986 0.0014610741385849861 0.0014869702671258369 0.0011106576645939581 0.0010126723223812207 0.0013383627786480463 0.0010922941029736337 0.0010639605166230378 0.0012524913434717178 0.0013399285586117799 0.0011130673309789341 0.0010466816432565459
leaf_count=144 343 125 230 344 323 328 349 438 205 35 778 61 207
internal_value=0 2.82586e-05 7.21478e-05 9.36042e-06 8.31876e-05 8.26354e-06 8.55176e-05 0.000160429 4.15925e-05 0.000224545 1.22656e-05 -0.000348564 0.000329498
internal_weight=0 0.0155359 0.014462 0.0130009 0.011514 0.0104033 0.00939064 0.00824679 0.00690842 0.00470306 0.00345057 0.00220536 0.00211064
internal_count=3910 3567 3442 3212 2868 2545 2217 2073 1724 1225 1190 499 412
is_linear=0
shrinkage=0.00196078


Tree=3368
num_leaves=11
num_cat=0
split_feature=123 133 50 160 2 3 42 2 2 4
split_gain=3.01892e-05 6.27668e-05 6.77922e-05 8.62963e-05 9.7245e-05 0.000135325 0.000101793 8.44951e-05 5.57638e-05 2.73464e-07
threshold=1.0000000180025095e-35 0.093845000000000026 0.086465000000000014 -0.085519999999999985 0.11230000000000001 0.096385000000000012 0.090750000000000011 0.085255000000000011 1.0000000180025095e-35 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -9
right_child=-2 -3 -4 4 -6 -7 -8 9 -10 -11
leaf_value=0.02986242748583301 0.015752622059543763 -0.024023102427356453 -0.021774903938038815 -0.0097698333096368564 -0.019447036735072819 0.034499496905933631 0.023779104754026351 -0.024633250024859266 0.022191833392488636 -0.02229684365482363
leaf_weight=0.001100357210895314 0.0010990881110300695 0.0011279226683746238 0.0011926942915314988 0.0011869215778438267 0.0019639918824951611 0.0013242434861262895 0.0012615284892354989 0.0010002517461957352 0.0010107104877412907 0.0010035964240027412
leaf_count=407 334 630 534 222 358 129 249 490 293 264
internal_value=0 -0.00155278 0.000742055 0.00346809 0.000149343 0.00581985 -0.00113216 -0.00861196 0.00492962 -0.0234631
internal_weight=0 0.0121722 0.0110443 0.0098516 0.00875124 0.00678725 0.00546301 0.00420148 0.00219763 0.00200385
internal_count=3910 3576 2946 2412 2005 1647 1518 1269 515 754
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=9
num_cat=0
split_feature=4 42 12 49 1 4 15 13
split_gain=3.19935e-05 4.45795e-05 5.25014e-05 7.74655e-05 9.39971e-05 7.0399e-05 0.000104281 8.484e-05
threshold=0.27608500000000008 0.091955000000000023 -0.051479999999999991 -0.00064499999999999985 0.09112000000000002 -0.08422499999999998 -0.017214999999999998 -0.077504999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -5
right_child=-2 -3 3 5 -6 6 -8 -9
leaf_value=-0.020401802808354498 0.012090477159947079 -0.018222667054676536 0.0061178573370520061 0.016635643497981856 -0.030524159614317072 -0.00038753004563624681 0.033348218591661878 -0.022182905621229595
leaf_weight=0.0010858792288289095 0.0018493512819319118 0.0014888459416173951 0.0015203388185276272 0.0010344525172338009 0.0012976329265765307 0.0016913449172032248 0.0019994657634279205 0.0012354105965536712
leaf_count=235 441 711 381 108 151 671 685 527
internal_value=0 -0.00209327 0.000341134 0.00290694 -0.0107552 0.00936588 0.0178885 -0.00449199
internal_weight=0 0.0113534 0.00986452 0.00877865 0.00281797 0.00596067 0.00369081 0.00226986
internal_count=3910 3469 2758 2523 532 1991 1356 635
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=9
num_cat=0
split_feature=49 1 42 403 43 52 0 16
split_gain=3.29775e-05 6.55572e-05 4.79836e-05 5.62149e-05 8.44222e-05 9.26199e-05 0.000112687 4.23311e-05
threshold=-0.045004999999999996 0.10113500000000002 0.091955000000000023 0.03138500000000001 0.052855000000000006 -0.074484999999999982 -0.083564999999999987 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0020516683164682205 -0.028535105581966227 0.028416485969707191 -0.019958349489759258 0.020476966538678868 0.019895715699342047 -0.0045173658960988017 -0.023658669034224939 0.019305190168127231
leaf_weight=0.0019452507761941813 0.0016318759314976738 0.0011087027080856041 0.0014103602580503609 0.0011543535645791277 0.0013057972342261238 0.0012297240858442466 0.0014675913732715221 0.0018958621061982122
leaf_count=292 589 237 758 331 258 186 585 674
internal_value=0 0.00900944 -0.00285008 -7.19287e-05 -0.00322173 -0.00807096 -0.000800403 0.00993249
internal_weight=0 0.00305395 0.0100956 0.0086852 0.00753085 0.00622505 0.00459318 0.00312559
internal_count=3910 529 3381 2623 2292 2034 1445 860
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=10
num_cat=0
split_feature=124 4 1 12 4 1 43 47 4
split_gain=3.17556e-05 4.51937e-05 7.50633e-05 7.62585e-05 6.73587e-05 5.16346e-05 6.69168e-05 8.34361e-05 3.02598e-05
threshold=-0.061329999999999989 -0.034289999999999994 0.088495000000000018 0.086865000000000012 -1.0000000180025095e-35 0.094695000000000015 -0.075819999999999985 0.092645000000000019 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 -7 8 -8
right_child=1 4 -4 -5 5 6 7 -9 -10
leaf_value=0.015928204598177894 -0.019766153136637241 0.021662426797394878 -0.031281320809883856 0.011238296185602221 -0.015862874231138552 -0.017691616741539691 0.035161698412335907 -0.011186046027695922 0.011077790310138891
leaf_weight=0.001131199839104831 0.0013687126633713925 0.0015537493271872687 0.0011750174374082819 0.0018870209478043809 0.001800966053813721 0.0010333044024524026 0.0010545137805321176 0.0010617498741601339 0.0010324793062096355
leaf_count=310 468 693 511 789 598 141 68 124 208
internal_value=0 -0.00160062 -0.00961539 -0.001796 0.00311114 -0.0017065 0.00438983 0.0116362 0.0232469
internal_weight=0 0.0119675 0.00443075 0.00325573 0.00753676 0.00598301 0.00418205 0.00314874 0.00208699
internal_count=3910 3600 1768 1257 1832 1139 541 400 276
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=10
num_cat=0
split_feature=484 3 160 13 13 151 48 3 12
split_gain=2.9828e-05 4.07901e-05 3.9332e-05 6.57279e-05 8.19796e-05 5.49523e-05 9.08137e-05 7.26019e-05 8.70077e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.082234999999999989 -0.083514999999999992 -0.13934999999999997 -0.0088999999999999982 0.090405000000000013 -0.032959999999999996 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 -7
right_child=1 2 3 5 -6 6 -8 -9 -10
leaf_value=-0.016597992926976786 0.020508961618406148 -0.016217309321802618 1.5625164412587857e-05 -0.023382093000563875 0.031708455551575331 -0.039958342306787381 0.027291317027994762 0.0074490700298521784 0.0008559204816516704
leaf_weight=0.0010084993150785261 0.0010130502592096561 0.0013848978627481199 0.0019814087652686345 0.0012109642638478638 0.0013878568392885664 0.0010323366697996598 0.0010021150781588661 0.001970209253000611 0.0010572250215916297
leaf_count=627 225 596 233 262 443 840 129 257 298
internal_value=0 0.00130563 -0.000458577 0.00180485 0.0130704 -0.0042461 0.000331834 -0.00632285 -0.0193081
internal_weight=0 0.0120401 0.011027 0.00964212 0.00336927 0.00627285 0.00506189 0.00405977 0.00208956
internal_count=3910 3283 3058 2462 676 1786 1524 1395 1138
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=11
num_cat=0
split_feature=4 0 12 52 43 42 43 151 1 133
split_gain=2.92667e-05 5.94836e-05 5.29657e-05 5.66131e-05 6.13766e-05 8.45267e-05 6.32397e-05 9.64649e-05 0.000150414 2.6288e-05
threshold=0.24280000000000004 -0.12329499999999999 0.10129000000000001 -0.24456499999999998 -0.083899999999999988 0.078965000000000021 0.0016850000000000001 -0.0074049999999999993 0.095575000000000007 0.0035300000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 6 7 -6 -9 -5
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.021540415018329147 -0.0032771234259783687 0.027069850937726243 -0.022052169732890869 0.029511737703414604 0.019522900622666792 -0.027284464301991346 0.023316365592748613 -0.039864796107826027 0.0099066596507416654 0.0069379780313634735
leaf_weight=0.0010639322094323769 0.001561399626857279 0.0011015995920129799 0.0012195296930596873 0.0010000069825859459 0.0012514875673258399 0.0010917971744270122 0.0012105280397265127 0.0011986221430648923 0.0012305709280898691 0.0010655978178781627
leaf_count=368 201 348 428 197 128 1031 197 471 127 414
internal_value=0 0.00927647 -0.00248054 0.000138732 0.00300446 -0.00212657 0.00348908 -0.00303186 -0.0146518 0.0178665
internal_weight=0 0.002663 0.0103321 0.00911254 0.00804861 0.00598301 0.00489121 0.00368068 0.00242919 0.0020656
internal_count=3910 549 3361 2933 2565 1954 923 726 598 611
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=13
num_cat=0
split_feature=403 11 3 457 16 49 2 1 1 12 2 15
split_gain=0.000105891 8.47217e-05 9.28927e-05 8.15452e-05 6.89149e-05 9.1637e-05 0.000109765 6.98867e-05 0.00017064 0.00014769 9.42801e-05 8.64868e-05
threshold=0.087440000000000004 0.077330000000000024 -0.12008499999999998 -0.0034949999999999994 -0.088734999999999994 0.0068800000000000016 0.085155000000000022 0.094695000000000015 0.11183500000000002 0.088325000000000015 0.087005000000000013 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 -9 10 -6 -10
right_child=-2 -3 3 4 7 -7 -8 8 11 -11 -12 -13
leaf_value=0.00059288769972788377 -0.00062431397607142132 -0.00042694540707274885 -0.0004851630169342622 -1.806350183772743e-05 -0.0001502027411552469 -0.00019070077150421436 0.00078958761693476306 0.00080009552453930502 -0.0005232495604825016 0.00022295212072861304 -0.00096528718159672887 0.00022622153219613341
leaf_weight=0.0012384429239293499 0.0010038451460437801 0.0013921008866542269 0.0010797636830765815 0.0010431086490356484 0.0011122620003380648 0.0010826741964813542 0.0017035166721454419 0.0011196379325720237 0.0011238139487735957 0.0016828827331892534 0.0010709224063386816 0.0012508650445404723
leaf_count=137 349 271 301 246 454 238 299 251 183 797 297 87
internal_value=0 3.36212e-05 8.10865e-05 2.94267e-05 7.90828e-05 0.000292421 0.000482859 -3.1908e-05 0.000169062 -0.000213553 -0.000550028 -0.000128465
internal_weight=0 0.0149 0.0135079 0.0122694 0.0111897 0.0038293 0.00274663 0.00736038 0.00349432 0.00386607 0.00218318 0.00237468
internal_count=3910 3561 3290 3153 2852 783 545 2069 521 1548 751 270
is_linear=0
shrinkage=0.00196078


Tree=3375
num_leaves=13
num_cat=0
split_feature=403 484 156 4 12 15 43 16 4 2 47 2
split_gain=0.000129783 8.66884e-05 6.92529e-05 8.25233e-05 9.90842e-05 0.000121225 0.000167451 0.000113809 8.34316e-05 6.92337e-05 0.000167684 6.56386e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.091280000000000014 -1.0000000180025095e-35 0.098845000000000016 1.0000000180025095e-35 -0.079374999999999987 -0.013279999999999998 0.015635000000000003 0.11934000000000002 0.09252500000000001 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -5 10 11 -10
right_child=-2 2 -4 8 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00048801687962460213 -0.00069345182354455025 6.7401712073488087e-06 -0.00042031742461023106 -0.0005470246342401552 -0.00027035578522039279 -5.3724144071705679e-05 0.00048448669163906455 0.0013584990066624564 0.00015955272123884299 -0.00036285742673876765 -0.00026213018624762004 0.00078364186284084702
leaf_weight=0.0011316633248998039 0.0010057049399370089 0.0012128268674405831 0.0010026207444503729 0.0010342723198522559 0.0010480252911353946 0.0016115604883048824 0.0011832570709651808 0.0011102658481129315 0.0012083881507205753 0.0011947856455316336 0.0019863442451200086 0.0013969693197258453
leaf_count=585 343 387 313 192 229 875 129 134 165 228 124 206
internal_value=0 3.39706e-05 7.61966e-05 0.000114529 0.000278923 0.000391402 0.000595988 0.000907585 -3.4082e-05 5.7601e-05 0.000167007 0.000494184
internal_weight=0 0.015121 0.0139893 0.0129867 0.00616594 0.00511791 0.00350635 0.00229352 0.00682076 0.00578649 0.0045917 0.00260536
internal_count=3910 3567 2982 2669 1754 1525 650 263 915 723 495 371
is_linear=0
shrinkage=0.00196078


Tree=3376
num_leaves=12
num_cat=0
split_feature=484 474 160 50 133 133 2 2 15 16 2
split_gain=0.000119972 8.51548e-05 8.72622e-05 0.0001437 0.000127341 0.000112084 0.000140453 0.000104831 0.000106934 0.000126964 0.000137387
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.088160000000000002 0.099765000000000006 -0.0056849999999999991 0.11203000000000002 0.098195000000000018 -0.095799999999999982 0.0032450000000000005 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 10 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0006279896483959884 -0.00043565539610483721 0.00051083505800379291 -0.0004866890946807094 0.00070606067009380412 -0.00065986836857056641 -0.00031898607475892252 -0.00033442633951544747 0.00073444606753612083 0.00013343860043756473 -9.1208724306124299e-05 0.0011306082490961477
leaf_weight=0.0011379712217384512 0.001653885782370002 0.0013056087660594908 0.0013209121985440732 0.0011433747798527188 0.0010917229863236554 0.0014509726887894847 0.0019663938286231964 0.0014202874797180267 0.0010752180897038192 0.0017138297583334343 0.00104992177640853
leaf_count=612 556 318 680 299 331 158 291 202 212 150 101
internal_value=0 3.20779e-05 -1.29348e-05 4.42182e-05 -2.40221e-05 4.54119e-05 0.000126418 0.000261466 0.000134476 0.000305866 0.000626089
internal_weight=0 0.0151921 0.0138865 0.0122326 0.0110893 0.00999754 0.00867662 0.00671023 0.00528994 0.00383897 0.00212514
internal_count=3910 3298 2980 2424 2125 1794 1114 823 621 463 313
is_linear=0
shrinkage=0.00196078


Tree=3377
num_leaves=13
num_cat=0
split_feature=403 484 52 0 16 0 15 0 2 3 2 2
split_gain=0.000153939 0.000168876 0.000132928 0.000108319 0.000116032 0.000199367 0.000163594 8.32243e-05 0.000293322 0.000191796 0.00012236 0.000133259
threshold=0.088015000000000024 -0.0043499999999999988 0.17829500000000004 0.10302000000000001 0.081265000000000018 -0.077944999999999987 -0.0039399999999999991 -0.10575999999999998 0.08400500000000001 0.11818000000000002 0.10045500000000002 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 9 -9 10 11 -3
right_child=-2 2 -4 -5 6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00081438909399797282 -0.00088690261227648663 0.00052888815751779257 -0.00075434355072396099 0.00042075233777661336 -1.4915894545510156e-05 0.00068557908129768979 -0.00097398843769713555 -0.0011636540053905056 0.0001890415951682206 -0.00052761183146788672 0.00081801753776409517 -0.00033013564496089557
leaf_weight=0.0012693915735828383 0.0010940023795740208 0.0012413501140184939 0.001017924070009832 0.0018564327212164935 0.0015404765893160758 0.0014470264699391481 0.0012295832921395038 0.001093948274461856 0.0014115868713470798 0.0016722119925726489 0.0011062353537456783 0.0015754632342010189
leaf_count=585 343 65 344 169 295 504 132 343 698 133 165 134
internal_value=0 -0.000127335 -6.99279e-05 -2.07768e-05 -8.73198e-05 1.51849e-05 -0.000440632 -0.000104566 -0.000401562 2.84276e-05 0.000265441 4.84302e-05
internal_weight=0 0.0164616 0.0151922 0.0141743 0.0123179 0.00954782 0.00277006 0.0081008 0.00250554 0.00559526 0.00392305 0.00281681
internal_count=3910 3567 2982 2638 2469 2042 427 1538 1041 497 364 199
is_linear=0
shrinkage=0.00196078


Tree=3378
num_leaves=14
num_cat=0
split_feature=403 484 160 457 11 3 48 47 15 43 43 13 47
split_gain=0.000137383 0.000139053 9.93886e-05 0.00010365 0.000103675 0.000120669 0.00011362 0.000172279 0.000132419 0.000115631 0.000168331 0.0001217 7.03641e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.098319999999999991 0.11742500000000002 0.077330000000000024 -0.12008499999999998 0.10417000000000001 0.087850000000000025 -0.094924999999999995 0.11352500000000001 -0.083899999999999988 -0.080179999999999987 0.11323000000000001
decision_type=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 -10 -12 -9
right_child=-2 2 3 -5 -6 6 -8 12 9 -11 11 -13 -14
leaf_value=-0.00061654995708839918 -0.00071244230720247893 -0.00045695036157550014 0.00083818258596450601 -0.00047617417296826634 -0.0003663968604121299 0.00082306059760238329 0.000733804158146989 -0.0007395692610835539 0.00046493122027116163 0.00070951593007570555 -0.00082919368248494094 9.1369492149998772e-06 -2.5089946639317125e-05
leaf_weight=0.0011860806695756084 0.0010219565689214031 0.0012098756465058281 0.0011528040929226152 0.0010046233994059081 0.0012120189614773279 0.0012431528020722532 0.0012045695612588484 0.001099993707363401 0.0017098958350581076 0.0010249295006980463 0.0010866308216463719 0.0017189262570015858 0.0010226104015770843
leaf_count=585 343 466 103 73 217 307 142 122 363 120 325 681 63
internal_value=0 2.92558e-05 8.13985e-05 0.000129717 0.000178507 0.000237142 0.000168613 9.21698e-05 0.000244718 0.00011495 -2.00063e-05 -0.00031556 -0.000395353
internal_weight=0 0.0158761 0.01469 0.0134802 0.0124755 0.0112635 0.0101107 0.00890614 0.00678354 0.00554038 0.00451545 0.00280556 0.0021226
internal_count=3910 3567 2982 2516 2443 2226 2123 1981 1796 1489 1369 1006 185
is_linear=0
shrinkage=0.00196078


Tree=3379
num_leaves=12
num_cat=0
split_feature=484 474 160 133 133 40 151 4 42 16 15
split_gain=6.87735e-05 7.20451e-05 9.13362e-05 0.000107208 0.00012155 0.000150878 0.00010416 0.000108367 0.000150981 0.000126454 0.000142575
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 0.10599500000000002 -0.07334499999999998 -0.0088999999999999982 0.25367000000000006 0.060615000000000009 -0.092424999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 -8 -11
right_child=1 -3 3 4 -6 6 7 -9 -10 10 -12
leaf_value=-0.00048185149996904082 -0.000458393348764012 0.00046121776429653333 -0.00042153363994964452 0.00089389102823666459 -0.00052522062932962613 -0.00032793471558191338 -0.00071887146326931261 0.00075202816279216524 0.00053974343837282814 0.00054159290071551295 -0.00041119530712873992
leaf_weight=0.0011227072684399748 0.0016164005365457224 0.0013063971194080095 0.0016785320343678913 0.0010233536120360662 0.0010333818477458951 0.0017568043967182371 0.0010490599934394485 0.0011647576281262357 0.001879726711181709 0.0012909033672203237 0.0011344878216251613
leaf_count=612 556 318 791 219 413 217 54 134 233 104 259
internal_value=0 2.13565e-05 -2.0811e-05 3.80774e-05 0.000112742 0.000183637 9.58092e-05 0.000210005 9.20924e-05 -0.000150093 9.59219e-05
internal_weight=0 0.0149338 0.0136274 0.012011 0.0103325 0.00929909 0.00827574 0.00651894 0.00535418 0.00347445 0.00242539
internal_count=3910 3298 2980 2424 1633 1220 1001 784 650 417 363
is_linear=0
shrinkage=0.00196078


Tree=3380
num_leaves=10
num_cat=0
split_feature=39 13 48 51 1 52 0 43 4
split_gain=2.97641e-05 6.29833e-05 7.00935e-05 8.32008e-05 0.00010238 8.52457e-05 5.3089e-05 7.4048e-05 0.000100878
threshold=0.005105000000000001 -0.26418499999999995 0.11379500000000002 0.08955500000000001 0.11198000000000001 0.086950000000000013 -0.17106499999999999 -0.074254999999999988 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -9
right_child=-2 2 -4 -5 -6 -7 7 8 -10
leaf_value=0.018129425647941889 0.011366641605931815 0.019911569448640136 -0.028026002352772406 -0.028859846532013435 0.026278725794658737 -0.030437961234072348 0.012048131225893165 0.0017252704237428241 -0.038685004822917202
leaf_weight=0.0013444049495734941 0.0018861261160343342 0.0011899980028625152 0.0011609435777332399 0.0010137159743564749 0.001383031318971795 0.001006569113224714 0.0017246422827132237 0.0015139257635466718 0.0010435730214276742
leaf_count=161 459 103 121 331 200 791 744 721 279
internal_value=0 -0.00219649 -0.00491921 -0.00189675 0.00157995 -0.00369258 0.00122708 -0.0039653 -0.0147639
internal_weight=0 0.0113808 0.0100364 0.00887546 0.00786174 0.00647871 0.00547214 0.00428214 0.0025575
internal_count=3910 3451 3290 3169 2838 2638 1847 1744 1000
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=12
num_cat=0
split_feature=403 484 160 42 0 16 0 47 4 49 49
split_gain=0.000145276 8.54155e-05 7.29523e-05 6.98864e-05 7.74428e-05 0.000159792 0.000132713 9.87263e-05 9.85515e-05 0.000140541 8.16355e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.098319999999999991 -0.09602999999999999 -0.077944999999999987 0.064860000000000015 0.12500000000000003 0.087850000000000025 0.0057500000000000008 -0.045004999999999996 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 8 10 -10 -5
right_child=-2 2 3 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00048101476765142673 -0.00072671799794977478 -0.00039436597873166812 -0.00034337336642720369 -0.00045712296439467156 0.00089713757664851713 -0.00021911534748088511 0.00065308243040304928 -0.00036083196793280681 0.00095182660973421637 4.9729635778977931e-05 0.00019902439527038566
leaf_weight=0.0011402922037596968 0.0010267964610528131 0.0011594511518538157 0.0011458727332101645 0.0012572219888288697 0.0014724561048230526 0.0018158737304412517 0.0010635693024494408 0.0017767854483624144 0.0011697062778140629 0.0015357451166563675 0.0017351731934604963
leaf_count=585 343 466 202 203 495 343 38 187 103 219 726
internal_value=0 3.52109e-05 7.68649e-05 0.000118983 0.00016378 0.000371725 0.000103045 4.27105e-05 0.000168549 0.000439753 -7.66487e-05
internal_weight=0 0.0152721 0.0141319 0.0129724 0.0118265 0.0043519 0.00287944 0.00747463 0.00569785 0.00270545 0.0029924
internal_count=3910 3567 2982 2516 2314 876 381 1438 1251 322 929
is_linear=0
shrinkage=0.00196078


Tree=3382
num_leaves=11
num_cat=0
split_feature=4 42 0 52 13 49 160 15 0 12
split_gain=3.12374e-05 3.13426e-05 5.36717e-05 0.000119028 0.000113229 9.74583e-05 0.000152461 5.76729e-05 0.000116999 0.000122365
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 -0.092854999999999979 -0.028919999999999998 -0.00064499999999999985 0.069910000000000014 -0.10192499999999999 -0.10071499999999999 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -5 -7 -9 -10
right_child=-2 -3 4 5 -6 7 -8 8 9 -11
leaf_value=-0.032433776736659974 0.01175973822439489 -0.015713598300705577 -0.0089333356233577601 -0.043998526860703185 0.036129764596398176 -0.0098736580263412751 0.0087386732989715478 0.043195800591400289 -0.022031847900403832 0.026889823253307327
leaf_weight=0.001246005815141134 0.0018606608007946104 0.0014945366028295782 0.0011212519168301571 0.0010216856129263222 0.0011091802458325258 0.0010655758027268126 0.0011828221289803022 0.0011086815327068858 0.0010049672684682349 0.0010407639978239234
leaf_count=451 441 711 58 311 230 205 136 126 487 754
internal_value=0 -0.00221507 -0.000177479 -0.00414772 0.0134763 0.00133825 -0.0157025 0.0102403 0.0170349 0.00285701
internal_weight=0 0.0113955 0.00990093 0.0076705 0.00223043 0.0064245 0.00220451 0.00421999 0.00315441 0.00204573
internal_count=3910 3469 2758 2470 288 2019 447 1572 1367 1241
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=10
num_cat=0
split_feature=1 0 15 3 12 3 15 133 51
split_gain=3.18761e-05 8.87822e-05 5.42578e-05 7.37689e-05 8.16493e-05 7.25396e-05 5.65745e-05 3.39584e-05 2.69401e-05
threshold=0.076710000000000014 -0.084074999999999997 0.079360000000000014 -0.10315499999999998 0.051320000000000005 0.086245000000000016 -0.095799999999999982 1.0000000180025095e-35 0.013805000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 -3 -8
right_child=2 7 -4 4 -6 6 8 -9 -10
leaf_value=-0.032830354093147253 0.027646791599933936 0.0098638440384400984 -0.016443754003353288 0.024786192261232454 -0.023856119609199009 -0.013629552112504379 -0.00090418175529318736 -0.011158880015386745 0.022174156430995073
leaf_weight=0.0010361355783182384 0.0013302305820493921 0.0018066396567449137 0.0012239838222665601 0.001574945994920824 0.0010414612388764018 0.0017972019071805659 0.0010016002116511585 0.0013369953765514646 0.0010218531754454807
leaf_count=1009 286 452 496 384 324 190 135 547 87
internal_value=0 -0.00744435 0.00312519 0.0062089 0.00177872 0.00672677 -0.000717666 0.00092283 0.0107505
internal_weight=0 0.00417977 0.00899128 0.00776729 0.00643706 0.0053956 0.00382066 0.00314364 0.00202345
internal_count=3910 2008 1902 1406 1120 796 412 999 222
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=11
num_cat=0
split_feature=11 43 15 0 13 3 52 2 1 1
split_gain=3.14406e-05 5.34469e-05 0.000100255 0.0001162 4.95852e-05 0.000103318 0.000102409 7.01778e-05 5.41353e-05 7.60454e-06
threshold=0.079700000000000007 -0.053009999999999995 -0.053579999999999996 -0.017269999999999997 -0.09547499999999999 -0.032959999999999996 -0.010284999999999997 0.10705000000000002 0.076710000000000014 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 9 -8 -3 -7
right_child=-2 4 3 -5 5 6 7 -9 -10 -11
leaf_value=0.029939837094657418 -0.016916227739968027 -0.0051542974882372696 -0.017783176828684723 0.02487300660162681 -0.037203943640280117 -0.01255252129755543 0.028177038577844656 -0.0070754864103490028 0.024911134863187571 -0.024869298881807795
leaf_weight=0.001606740544965016 0.0010370756933906376 0.001357186641643718 0.0016816183608066632 0.0010296478668196721 0.0010519307763815489 0.001001976799667556 0.001251194043376396 0.0010292212793023506 0.0010718782450674941 0.0010031359787265326
leaf_count=805 254 124 802 110 1117 128 137 105 231 97
internal_value=0 0.00122718 0.0101462 -0.00158379 -0.0037316 -0.00912192 -0.00222888 0.0122665 0.00811274 -0.0187145
internal_weight=0 0.0120845 0.00431801 0.00271127 0.00776652 0.00533746 0.00428553 0.00228042 0.00242906 0.00200511
internal_count=3910 3656 1717 912 1939 1584 467 242 355 225
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=10
num_cat=0
split_feature=49 1 151 4 2 3 52 4 4
split_gain=3.38275e-05 6.36005e-05 4.69698e-05 0.000104891 8.08649e-05 8.08192e-05 0.000134988 6.31834e-05 0.000106318
threshold=-0.045004999999999996 0.10113500000000002 -0.074204999999999979 0.40359500000000004 0.11339500000000001 -0.078884999999999997 0.048490000000000012 -1.0000000180025095e-35 -0.081189999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 8 -7
right_child=2 -3 3 -5 -6 7 -8 -9 -10
leaf_value=-0.0017824368166930032 -0.022540600640598641 0.028505673887948703 -0.037614412133719737 0.028111678674527119 -0.02976695395240922 -0.00017300097881631815 0.0085242060545659987 -0.0055320224636778385 0.04310111901020109
leaf_weight=0.0019273749938890307 0.0010931909901507652 0.0010827755559352341 0.0012739706139161737 0.0011151905470610209 0.0011028733805468118 0.0012738083579359322 0.0012625312190670652 0.0019002125839013466 0.0010242579026009425
leaf_count=292 354 237 834 304 285 130 716 356 402
internal_value=0 0.00911244 -0.00297269 -0.000583346 -0.00466625 -0.000555817 -0.0146491 0.00795904 0.0191145
internal_weight=0 0.00301015 0.010046 0.00895284 0.00783765 0.00673478 0.0025365 0.00419828 0.00229807
internal_count=3910 529 3381 3027 2723 2438 1550 888 532
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=13
num_cat=0
split_feature=403 484 42 156 43 160 4 1 16 2 0 2
split_gain=0.000159938 0.000125092 8.46053e-05 0.000124693 0.000119421 7.80863e-05 8.48541e-05 0.00011646 0.000116116 9.71763e-05 0.00016065 0.000136077
threshold=0.087440000000000004 -0.0043499999999999988 -0.10770999999999999 0.090135000000000007 -0.15648499999999999 -0.089599999999999985 -0.083329999999999987 1.0000000180025095e-35 0.15100500000000003 1.0000000180025095e-35 -0.18087499999999998 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 -8 -7 -9 11 -11
right_child=-2 2 3 -5 5 6 7 9 -10 10 -12 -13
leaf_value=-0.00059066806008247689 -0.00076901146143719184 -0.00044669615225148649 0.00072726587133439867 -0.00052495840434898264 -0.00040401461677974415 0.00086238007387489898 -0.00037939443911343774 -0.00016055830540260329 8.6326013228132521e-06 0.00055145500880502774 0.0010211099441855736 -0.00037861881117314867
leaf_weight=0.0011272741340178387 0.0010074334282764207 0.0010517066053110603 0.0013935178340694987 0.0010247008822597851 0.001002578832607467 0.0013792487220864909 0.0017359750393561649 0.0018368164644298303 0.0011017259600330509 0.0012891412354436582 0.0010903001450955864 0.0011393003337482333
leaf_count=585 349 183 165 320 424 268 702 460 76 72 234 72
internal_value=0 3.77734e-05 8.82131e-05 0.00013151 0.000187714 0.000116615 0.000171143 6.19505e-05 0.000483257 0.00020501 0.00039584 0.000115112
internal_weight=0 0.0151723 0.014045 0.0129933 0.0119686 0.0105751 0.00957251 0.00709153 0.00248097 0.00535556 0.00351874 0.00242844
internal_count=3910 3561 2976 2793 2473 2308 1884 1540 344 838 378 144
is_linear=0
shrinkage=0.00196078


Tree=3387
num_leaves=12
num_cat=0
split_feature=1 123 50 484 49 4 52 15 0 12 13
split_gain=8.89333e-05 0.000122913 0.000146153 9.16986e-05 8.09104e-05 0.000138806 9.22061e-05 9.43196e-05 9.03854e-05 7.83757e-05 5.07977e-05
threshold=0.14000500000000002 1.0000000180025095e-35 0.088425000000000017 0.084225000000000008 -0.045004999999999996 0.0057500000000000008 -0.076599999999999988 -0.12507499999999996 0.076335000000000014 0.091475000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 9 10 -9
right_child=-2 -3 -4 -5 6 -7 7 8 -10 -11 -12
leaf_value=-0.00029148822538151479 0.00053019595806589432 0.00055918870986731864 -0.00075222496419468266 0.00039029572080616392 -0.00064235754781642566 0.0005654554005529469 -0.00058455131595209402 -0.00032391298582349454 -0.00045486273405736627 0.00063162825436517103 0.00021282727123587671
leaf_weight=0.0013465183372292193 0.00108013885052904 0.0011629157836420588 0.0012208639578137259 0.0016427356517135531 0.0015334205363507708 0.0015787690448854387 0.0012646139221575139 0.0011446399714300733 0.0011991473723227709 0.0010068999992261158 0.0016625849778166618
leaf_count=162 168 295 638 356 546 136 219 679 49 486 176
internal_value=0 -5.26522e-05 -0.000104969 -4.11359e-05 -0.000107146 0.000171002 -0.000211311 -0.000106025 1.46848e-05 0.000162309 -6.02742e-06
internal_weight=0 0.0147631 0.0136002 0.0123793 0.0107366 0.00292529 0.00781131 0.00627789 0.00501327 0.00381412 0.00280722
internal_count=3910 3742 3447 2809 2453 298 2155 1609 1390 1341 855
is_linear=0
shrinkage=0.00196078


Tree=3388
num_leaves=10
num_cat=0
split_feature=484 159 47 15 12 43 16 16 0
split_gain=3.04656e-05 3.45958e-05 4.54965e-05 8.24009e-05 6.91771e-05 8.4213e-05 0.000120103 6.76531e-05 6.20735e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 0.10436500000000001 -0.10192499999999999 0.10214500000000001 -0.15648499999999999 0.15100500000000003 -0.014099999999999998 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.016868838327908371 -0.027252952740917026 0.015794472028780007 0.013553841991052643 0.030500287623587297 -0.023672363558201348 -0.014790448230779095 -0.031635528251492517 0.028148962837594479 0.012373698200840791
leaf_weight=0.0010099543753344696 0.0012747443733599597 0.0014335881609015009 0.0018387946775827281 0.0010173204885679877 0.0010424466214269843 0.0016185049414356575 0.0010279576342798434 0.0010740459102599868 0.0017516719970586312
leaf_count=627 365 394 201 116 288 189 301 380 1049
internal_value=0 0.00121084 -0.000753078 -0.00374029 0.000239106 0.00408015 -0.000831562 0.00629346 -0.000671702
internal_weight=0 0.0120791 0.0106455 0.00880669 0.00753195 0.0064895 0.00547218 0.00444422 0.00337018
internal_count=3910 3283 2889 2688 2323 2035 1919 1618 1238
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=10
num_cat=0
split_feature=49 151 3 42 4 4 0 0 150
split_gain=3.14841e-05 5.80108e-05 4.3323e-05 9.95833e-05 5.81844e-05 0.000111925 0.000123922 6.74844e-05 7.9732e-07
threshold=-0.045004999999999996 -0.074204999999999979 -0.078884999999999997 0.084100000000000022 -1.0000000180025095e-35 0.070230000000000015 -0.11756999999999999 -0.084154999999999994 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 7 -6 -7 -4 -3
right_child=2 8 4 -5 5 6 -8 -9 -10
leaf_value=0.028414448969945123 0.0022626981624312564 -0.002995121061666055 0.031872322516586268 -0.033264207173361614 -0.030590647722650834 -0.015527715368312428 0.029520289539511219 0.0007668554204846434 0.00098112141636517731
leaf_weight=0.0010044707322630752 0.0019201694614372719 0.0010041357597174029 0.0010928396726457923 0.0013393058564231618 0.0012818324906244583 0.0012848677643534389 0.0011637464372026662 0.0019279283260949715 0.0010130953060848154
leaf_count=234 1067 140 154 873 299 172 287 529 155
internal_value=0 0.00877914 -0.00286748 -0.0123352 0.00170351 -0.00665041 0.00588213 0.01202 -0.00099817
internal_weight=0 0.0030217 0.0100107 0.00325948 0.00675121 0.00373045 0.00244861 0.00302077 0.00201723
internal_count=3910 529 3381 1940 1441 758 459 683 295
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=13
num_cat=0
split_feature=158 11 156 42 43 2 0 15 0 3 12 0
split_gain=0.000105461 0.000139806 8.06855e-05 0.000109743 0.000161135 0.000115567 0.000111257 0.000175751 0.000133422 0.000100985 7.53668e-05 2.72614e-05
threshold=0.085745000000000002 0.08184000000000001 0.088855000000000003 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -0.14136999999999997 -0.095799999999999982 -0.071924999999999989 -0.078669999999999976 0.051320000000000005 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 9 11 7 -7 -8 -5 -1 -6
right_child=-2 -3 -4 4 5 6 8 -9 -10 -11 -12 -13
leaf_value=9.6353729146802416e-05 -0.00057026802837191763 -0.00066936313802706685 -0.00043453916458291501 0.000294208267011041 -9.3750088466437221e-05 -0.00058216246187724229 0.0010120626960975234 0.00038951651593917752 0.00013608150211258963 0.0010061712322068012 -0.00059814513156717644 -0.00053413361480601155
leaf_weight=0.0012000895617254172 0.0011792009107918491 0.0010043093877979735 0.0010563798165088975 0.0018825306097312467 0.0010295015943669397 0.0013392612396665449 0.0011151526947065255 0.0015370121749304073 0.0016689846604555005 0.0012913765829314179 0.0012029292272913539 0.0011376442578014383
leaf_count=121 410 204 321 532 80 77 245 103 223 299 803 492
internal_value=0 3.80597e-05 8.71903e-05 0.000128307 0.000211224 6.01179e-05 0.000207537 -6.29203e-05 0.000486945 0.000583887 -0.000251306 -0.00032493
internal_weight=0 0.0154652 0.0144609 0.0134045 0.0110015 0.00782756 0.00566041 0.00287627 0.00278414 0.00317391 0.00240302 0.00216715
internal_count=3910 3500 3296 2975 2051 1220 648 180 468 831 924 572
is_linear=0
shrinkage=0.00196078


Tree=3391
num_leaves=11
num_cat=0
split_feature=42 160 52 43 42 3 0 16 16 12
split_gain=3.31745e-05 5.81441e-05 7.07738e-05 6.27577e-05 8.50322e-05 5.56382e-05 4.32421e-05 0.000128881 4.81539e-05 3.43413e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.015539999999999998 -0.074254999999999988 0.078965000000000021 -0.079784999999999981 -0.16443499999999997 -0.013024999999999998 -0.095609999999999987 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 5 6 -3 8 -8 -5 -1
right_child=1 3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.0013334833669102558 0.0053646944704429413 0.0067246757767537016 -0.027636277098401864 -0.019825928351538742 -0.024425044042114458 0.037595642781239391 0.036054493237680028 -0.0073745487744393025 0.010925436075980573 -0.023773064677684298
leaf_weight=0.0010732707632605113 0.0013157888703181175 0.0013694732400754825 0.0012840352203287628 0.0010283461744672873 0.00109883072090349 0.0010176314211450465 0.0013863621664008449 0.0013475055546366462 0.0010087112869606729 0.0011064647242595091
leaf_count=167 355 325 685 103 657 279 184 208 54 893
internal_value=0 0.00210761 -0.0109343 0.00621408 0.000654379 0.0198851 0.00643063 0.0146486 -0.00459845 -0.011411
internal_weight=0 0.0108567 0.00259982 0.00825686 0.00586976 0.0023871 0.00477093 0.00273387 0.00203706 0.00217974
internal_count=3910 2850 1040 1810 1206 604 549 392 157 1060
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=10
num_cat=0
split_feature=4 12 3 150 48 1 4 4 52
split_gain=3.23986e-05 3.57219e-05 6.21741e-05 6.98075e-05 6.61352e-05 7.6282e-05 8.47791e-05 5.33254e-05 3.8824e-05
threshold=0.27608500000000008 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.083775000000000002 0.095575000000000007 -0.076854999999999993 -0.085774999999999976 -0.048794999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -4
right_child=-2 2 8 -5 -6 -7 -8 -9 -10
leaf_value=-0.016972955533200079 0.012214209932551854 -0.016185867070359895 0.028776691602160211 -0.028458258873055076 0.019211456796368282 0.01263200264230404 -0.036476966890843766 0.014300847058758446 0.0027364146741193744
leaf_weight=0.0014201875086629076 0.0018253280465951758 0.0013437921275005274 0.0010293931049424054 0.0010422533719347338 0.0013387993380377288 0.0015528298681538669 0.0011336257790631275 0.0010012047351862872 0.0012900861661443441
leaf_count=300 441 416 89 223 360 335 1052 618 76
internal_value=0 -0.00215749 4.52775e-06 -0.0044666 -0.000541259 -0.00579718 -0.0140238 -0.00316946 0.0142932
internal_weight=0 0.0111522 0.00973198 0.00741251 0.00637025 0.00503145 0.00347862 0.002345 0.00231948
internal_count=3910 3469 3169 3004 2781 2421 2086 1034 165
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=10
num_cat=0
split_feature=484 2 12 3 15 3 15 2 1
split_gain=2.88383e-05 3.31476e-05 6.667e-05 9.3768e-05 8.5991e-05 5.65087e-05 5.10156e-05 9.42167e-05 6.57576e-05
threshold=-1.0000000180025095e-35 0.086650000000000019 0.097345000000000015 -0.078884999999999997 -0.038029999999999987 -0.115685 -0.074174999999999977 0.10571000000000001 0.10521500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 8 -8 -7
right_child=1 5 -4 4 -6 6 7 -9 -10
leaf_value=-0.016406931408469213 -0.033344479788873983 0.023512986546254781 0.015355120943530915 -0.02056744778994345 0.019657497067710937 -0.0040085190650432749 0.01022304881731894 -0.023261139142879812 0.028073906617823132
leaf_weight=0.0010033627333876144 0.0013173953761065555 0.0013978407440204555 0.0011586275993760685 0.0010103180049138901 0.0011212549899545727 0.0012958969122515451 0.0016399695602580602 0.0017234073957876784 0.001260078075415966
leaf_count=627 790 246 169 219 182 436 680 306 255
internal_value=0 0.00124527 -0.00539882 -0.0123708 0.000591771 0.00542902 0.00115853 -0.00693438 0.0118079
internal_weight=0 0.0119248 0.0046076 0.00344897 0.00213157 0.00731719 0.00591935 0.00336338 0.00255597
internal_count=3910 3283 1360 1191 401 1923 1677 986 691
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=10
num_cat=0
split_feature=14 2 40 13 4 0 13 3 16
split_gain=2.86323e-05 5.7159e-05 0.000103911 7.59544e-05 6.15993e-05 9.69751e-05 0.000123826 7.64247e-05 4.25096e-05
threshold=-0.13131999999999996 0.10946500000000002 -1.0000000180025095e-35 -0.084184999999999996 -0.0037349999999999992 -0.084304999999999977 -0.070604999999999987 0.0039000000000000003 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 -7 8 -6
right_child=1 3 4 -5 7 6 -8 -9 -10
leaf_value=-0.016074620389855888 -0.032963006881949648 0.034802471615037973 -0.034031112097355751 0.0014869027966160492 0.011331532278162281 0.02521101593207728 -0.016611292988121092 0.026160149901679444 -0.016198955483765203
leaf_weight=0.0010336758430330604 0.0010095870955098623 0.001055515751861206 0.0010333799518507415 0.0019458901291176823 0.0011519771729405581 0.0012584130875190542 0.0016183728289343665 0.0016735884103629656 0.0010930346909801384
leaf_count=172 250 197 816 461 177 442 828 121 446
internal_value=0 0.00127987 -0.00276913 0.0132031 0.00112464 -0.00775529 0.00168334 0.00998545 -0.00207231
internal_weight=0 0.0118398 0.00883835 0.00300141 0.00782877 0.00391017 0.00287679 0.0039186 0.00224501
internal_count=3910 3738 3080 658 2830 2086 1270 744 623
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=11
num_cat=0
split_feature=147 11 13 52 39 1 1 2 49 1
split_gain=2.80743e-05 6.13438e-05 6.42747e-05 7.94136e-05 5.71409e-05 8.4765e-05 6.95178e-05 7.60522e-05 8.2996e-05 5.61765e-05
threshold=1.0000000180025095e-35 0.077330000000000024 -0.083514999999999992 0.090640000000000012 0.005105000000000001 0.11593500000000001 0.10521500000000002 0.085255000000000011 -0.0090499999999999973 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -4 -9 -1
right_child=-2 -3 4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.0075091272365747589 0.015322446881796743 -0.024821939855849649 0.0092658060826779614 -0.0093615991276323925 0.016424863752703578 -0.032914806909408456 0.018734516750430152 0.0010993131233999272 -0.034736064860161821 0.040405944733857432
leaf_weight=0.0010270713390900907 0.0010804074820471377 0.0010307826952692363 0.0014885852138290128 0.0010736693826259433 0.0011323223129905517 0.0011215181164011146 0.0011809982479097092 0.0011506239897320814 0.0014745371591399666 0.0010495538415426615
leaf_count=483 234 262 650 283 279 154 106 110 1054 295
internal_value=0 -0.00152343 0.000721262 0.0127192 -0.00428592 -0.0079409 -0.002651 -0.00879047 -0.0190292 0.0241356
internal_weight=0 0.0117297 0.0106989 0.00315029 0.00754859 0.00641626 0.00529474 0.00411375 0.00262516 0.00207663
internal_count=3910 3676 3414 1061 2353 2074 1920 1814 1164 778
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=10
num_cat=0
split_feature=42 43 0 150 52 4 52 1 4
split_gain=2.64328e-05 5.91831e-05 0.00011014 4.9337e-05 5.70301e-05 6.42941e-05 8.59565e-05 7.35361e-05 2.03381e-05
threshold=-0.097204999999999986 -0.053009999999999995 -0.077944999999999987 0.095565000000000011 -0.087604999999999988 -1.0000000180025095e-35 0.086950000000000013 0.11198000000000001 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -7 -4
right_child=1 3 8 -5 5 7 -8 -9 -10
leaf_value=-0.015447745796223765 -0.0074238732932009445 -0.028205643282093018 0.037444653118976844 0.016669306975848425 0.020191349523485284 -0.027240128388449039 -0.01508270513025152 0.0045714280277605488 0.017418059972188149
leaf_weight=0.0010306270971470856 0.0016499073745802491 0.001038833685528334 0.001007897855234691 0.0010491752049835148 0.0019199705883961465 0.0016571522230049529 0.001079094352626553 0.0012941372027750813 0.0010205889112240205
leaf_count=290 1066 352 151 137 568 336 411 213 386
internal_value=0 0.00125654 0.0117628 -0.0035512 -0.00658658 -0.00281224 0.00749938 -0.0132908 0.0273687
internal_weight=0 0.0117168 0.00367839 0.00803836 0.00698919 0.00595035 0.00299906 0.00295129 0.00202849
internal_count=3910 3620 1603 2017 1880 1528 979 549 537
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=11
num_cat=0
split_feature=48 4 158 0 133 43 151 43 1 13
split_gain=5.94717e-05 0.00012023 0.000137278 8.57444e-05 6.61968e-05 8.68871e-05 7.71293e-05 0.000105672 0.000144275 0.000137891
threshold=0.12675000000000003 0.28937500000000005 0.08413000000000001 -0.23029999999999998 -0.091614999999999988 0.0016850000000000001 -0.024429999999999997 -0.074254999999999988 0.095575000000000007 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 9 -9 -8
right_child=-2 -3 -4 4 5 -7 7 8 -10 -11
leaf_value=0.0005521581192380634 -0.00045335325755420483 0.00048861221316401024 -0.00073682914592118935 -0.00050531026918503757 0.00032512471990653932 0.00039568098377867276 0.00040061818286450147 -0.00091344646110051405 8.1469845105199605e-06 -0.00035681063528115759
leaf_weight=0.0010531737038381702 0.0010617686307235292 0.0018913876600848397 0.0010045798084108897 0.0010357253999746076 0.0015002523896364469 0.0018719121868634109 0.0019599487123129495 0.0013606912703522504 0.0012558602025618676 0.001748464342886611
leaf_count=67 131 399 355 456 442 255 562 724 227 292
internal_value=0 2.71891e-05 -4.1043e-05 1.82621e-05 -3.4127e-05 1.61989e-05 -7.45791e-05 -0.000169387 -0.000471111 4.35012e-05
internal_weight=0 0.014682 0.0127906 0.011786 0.0107329 0.00969713 0.00782522 0.00632496 0.00261655 0.00370841
internal_count=3910 3779 3380 3025 2958 2502 2247 1805 951 854
is_linear=0
shrinkage=0.00196078


Tree=3398
num_leaves=11
num_cat=0
split_feature=15 15 49 12 15 160 16 52 49 0
split_gain=2.58749e-05 5.15996e-05 4.70049e-05 5.50071e-05 0.000154308 0.000127634 0.000108267 0.000115923 0.000105636 7.31405e-05
threshold=-0.24219999999999997 -0.11739999999999999 0.024250000000000004 0.086765000000000023 0.035895000000000003 -0.025614999999999995 -0.088144999999999987 -0.062489999999999997 -0.047309999999999998 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 -8 -7 -10
right_child=1 2 -4 6 -6 8 7 -9 9 -11
leaf_value=0.014181159996146941 -0.023073207565420036 0.029245067099580652 0.021110287402509708 0.028366949510056295 -0.042093629366080708 0.014319102148745067 0.017281655667063623 -0.025876184621103512 -0.040054759189978556 -0.0032634476174271915
leaf_weight=0.0011556542167182283 0.0010127959020107763 0.0011256827990251631 0.0010065563358352741 0.001518426934118868 0.0010741578471763031 0.0011868699659334878 0.0011793295771275749 0.0013178488576740574 0.0011513384154362882 0.0010181949009289188
leaf_count=317 297 222 551 355 462 202 319 911 169 105
internal_value=0 -0.00151026 0.000554211 -0.00160742 -0.00805203 0.000106239 0.00730973 -0.00549425 -0.00966645 -0.022788
internal_weight=0 0.0115912 0.0105784 0.00957185 0.00555624 0.00448209 0.00401561 0.00249718 0.0033564 0.00216953
internal_count=3910 3593 3296 2745 1160 698 1585 1230 476 274
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=13
num_cat=0
split_feature=484 42 133 156 160 160 133 4 2 47 4 2
split_gain=6.81925e-05 6.12019e-05 0.000111328 0.000109952 8.70437e-05 8.85756e-05 0.000119406 0.000157656 0.000143248 8.23559e-05 0.000214287 8.01833e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.091614999999999988 0.089935000000000001 0.090735000000000024 -0.082234999999999989 0.099765000000000006 -0.083329999999999987 0.11635500000000001 0.09252500000000001 0.05309500000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 9 10 11 -9
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00048430234020690376 -0.0004283700749221758 -0.00054189496278551766 -0.0002321921518731335 -0.00049249040550215675 -0.00030508461500918752 0.0008767525935567225 -0.00030411982963638508 -0.00018741316440055891 -0.00040958454718724143 -4.755931121325567e-05 0.0012868488471131877 0.00058150710039960301
leaf_weight=0.0010446492034050419 0.001016771283754026 0.0010475182730168677 0.0012985891868368899 0.0010157831624870535 0.0012506743663944662 0.0019932253084884921 0.0010397828376672649 0.0010454851244291537 0.0010736532550354181 0.0011924072642354004 0.0010365792798221018 0.0010401762235060924
leaf_count=612 215 456 479 309 174 300 389 305 212 107 150 202
internal_value=0 3.49587e-05 7.11029e-05 0.000124674 0.000181819 0.000244469 0.000317972 0.000405601 0.000231314 0.000390795 0.000558206 0.000196068
internal_weight=0 0.0140506 0.0130339 0.0119864 0.0109706 0.0097199 0.00842131 0.00738153 0.0053883 0.00431465 0.00312224 0.00208566
internal_count=3910 3298 3083 2627 2318 2144 1665 1276 976 764 657 507
is_linear=0
shrinkage=0.00196078


Tree=3400
num_leaves=14
num_cat=0
split_feature=4 0 15 151 42 43 2 1 1 43 4 4 133
split_gain=7.36101e-05 0.000109577 0.000173339 7.08057e-05 8.85509e-05 0.000138822 0.000101333 0.00012849 9.85945e-05 8.11842e-05 0.000155268 9.50638e-05 5.13044e-05
threshold=0.24280000000000004 -0.11756999999999999 -0.15202999999999997 -0.088294999999999985 -0.09602999999999999 -0.083899999999999988 0.089910000000000004 0.095575000000000007 0.081905000000000019 0.0047600000000000012 -0.06272999999999998 0.011185000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 12 7 8 -7 10 -8 -12 -6
right_child=1 -3 -4 4 5 6 9 -9 -10 -11 11 -13 -14
leaf_value=0.00041076658012983129 0.00051073046637951664 0.00072076138909289223 -0.0006065809632027166 -0.00067815042400888538 0.00064473053559665279 -0.00031225092927052536 -0.00080347493265120408 5.5882902754041732e-05 -0.0011654851219920167 0.00033349122071748438 0.0005159215743730743 -0.00029936325438551816 6.7105906572572331e-05
leaf_weight=0.0010291596889529962 0.0011231841731751575 0.0011955475726434612 0.0010173888344971668 0.0010182286637294988 0.0011416623141270888 0.0010057147720717923 0.0010842519245744036 0.0011789719266926402 0.0010796495465983519 0.001682455972186153 0.001086017285690742 0.0011137927126696017 0.0012260848021963004
leaf_count=248 100 326 123 243 191 653 296 244 413 265 241 177 390
internal_value=0 0.000245261 -2.03143e-05 -8.21688e-05 -0.000125839 -7.27774e-05 -0.000193137 -0.000461492 -0.000753993 -1.6755e-05 -0.000196189 0.000103132 0.000345621
internal_weight=0 0.00333612 0.00214057 0.012646 0.0116168 0.0105986 0.00823085 0.00326434 0.00208536 0.00496652 0.00328406 0.00219981 0.00236775
internal_count=3910 549 223 3361 3113 2870 2289 1310 1066 979 714 418 581
is_linear=0
shrinkage=0.00196078


Tree=3401
num_leaves=11
num_cat=0
split_feature=42 40 50 2 2 15 151 52 1 12
split_gain=2.67955e-05 6.36855e-05 7.71655e-05 7.6305e-05 0.000124552 6.8738e-05 0.000178159 9.11197e-05 6.41264e-05 3.04323e-05
threshold=-1.0000000180025095e-35 -0.0068699999999999985 0.086465000000000014 0.11230000000000001 0.097940000000000013 -0.064869999999999983 -0.0074049999999999993 -0.0066199999999999991 0.11235500000000002 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 6 -3 -7 -5 -1
right_child=1 2 -4 8 -6 7 -8 -9 -10 -11
leaf_value=0.0018619119852786173 0.024276803356179887 0.01472650526999722 -0.026588776383440423 -0.030639805079772476 0.034017322152374643 -0.0099333806289792353 -0.043150864671571136 0.027419643797130092 0.0031072907629123357 -0.022106532018070373
leaf_weight=0.0010386629471097479 0.0011406175940576807 0.0011106584005007979 0.0010290616990738825 0.0010992531273433179 0.0014303835129980324 0.001158504525964017 0.0010205589969538636 0.0014969079942489861 0.0011543844791369268 0.0010811093346114764
leaf_count=167 334 124 495 175 279 352 308 598 185 893
internal_value=0 0.00194993 -0.000730826 0.00241054 0.00812492 0.000387523 -0.0129888 0.0111233 -0.0133535 -0.0103623
internal_weight=0 0.0106403 0.00949971 0.00847065 0.00621701 0.00478663 0.00213122 0.00265541 0.00225364 0.00211977
internal_count=3910 2850 2516 2021 1661 1382 432 950 360 1060
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=12
num_cat=0
split_feature=158 48 50 4 0 43 43 4 1 0 3
split_gain=8.5885e-05 9.99311e-05 0.000191536 0.000131356 0.000177937 0.000135628 0.000131049 0.000139134 0.000112459 0.000109909 3.92925e-05
threshold=0.085745000000000002 0.12675000000000003 0.088425000000000017 0.0057500000000000008 -0.17106499999999999 0.0016850000000000001 -0.083684999999999996 -0.034289999999999994 0.11215000000000001 -0.10209999999999998 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 10 -8 9 -6 -1
right_child=-2 -3 -4 4 8 -7 7 -9 -10 -11 -12
leaf_value=-9.4259863416669358e-05 -0.0005365955248552856 -0.00055110618104965996 -0.00066433014715433112 0.000892994530464659 -0.00060917774321611921 0.00044136731328095382 -0.00090411964169383793 -5.4514069259745705e-05 0.00050180027769503098 0.00028526661964984804 0.00044178238827450857
leaf_weight=0.0010346070255448829 0.0011046502115328516 0.0010548208113584168 0.0012250074988187478 0.0017315381160559326 0.0010713563808372147 0.0017161910496377632 0.0014226415864438684 0.0015468243705014794 0.0017697850744001877 0.0010418047698221571 0.0010689156111719058
leaf_count=270 410 121 630 119 151 320 782 337 249 246 275
internal_value=0 3.0331e-05 7.53326e-05 0.000148383 0.000370271 -3.51125e-05 -0.000196306 -0.000461552 0.00013717 -0.00016821 0.000178133
internal_weight=0 0.0146835 0.0136287 0.0124037 0.00561448 0.00678918 0.00507299 0.00296947 0.00388295 0.00211316 0.00210352
internal_count=3910 3500 3379 2749 765 1984 1664 1119 646 397 545
is_linear=0
shrinkage=0.00196078


Tree=3403
num_leaves=10
num_cat=0
split_feature=4 12 3 4 0 3 4 0 48
split_gain=2.86694e-05 3.79076e-05 5.34543e-05 9.61027e-05 7.60039e-05 0.000138943 5.78602e-05 8.98061e-05 9.784e-05
threshold=0.27020000000000005 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.077679999999999985 -0.10071499999999999 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 -8
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.017531146464208825 0.011086251597348841 -0.029573134607515417 0.019767760386511325 -0.037203200119928378 0.022742998181564233 0.025010513377221957 0.028698818144927186 -0.025819494494662122 -0.010511845646073196
leaf_weight=0.0013885260594831269 0.001943469798926835 0.001147042569897865 0.0012123066320875444 0.0010048198294549653 0.0013738151305371891 0.0010075662926797664 0.001221827323789575 0.0011082379154570619 0.0013280703893603142
leaf_count=294 472 241 100 530 215 598 169 1203 88
internal_value=0 -0.00210774 0.00016964 -0.00273084 0.00163994 -0.00347276 0.00379153 -0.00205285 0.00827662
internal_weight=0 0.0107922 0.00940369 0.00819138 0.00704434 0.00567052 0.0046657 0.00365814 0.0025499
internal_count=3910 3438 3144 3044 2803 2588 2058 1460 257
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=11
num_cat=0
split_feature=132 42 160 133 474 0 4 12 52 1
split_gain=2.86467e-05 8.13178e-05 6.5175e-05 0.00013649 0.000109133 6.05846e-05 9.05078e-05 0.000132313 0.000129813 4.75288e-05
threshold=0.080815000000000012 -0.090359999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 -0.15713499999999997 0.074650000000000008 0.091555000000000011 0.06136500000000001 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 9 7 8 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11
leaf_value=-0.028662714739972728 0.015179315925787681 -0.031733055812100307 -0.028994680282938397 0.010607003089281343 0.010903324268150154 0.0029035716262110467 0.039432931948782647 -0.017101909247209245 0.049898138024687906 -0.019619788244019741
leaf_weight=0.0010107321228782331 0.001120501414323241 0.001386815006754678 0.0010122714725173728 0.001071408090505569 0.0010585895209425421 0.0014256422792533431 0.0012581778089693395 0.0013159710004068586 0.0010001505924070314 0.0010111465916598848
leaf_count=352 395 690 657 101 321 477 236 466 138 77
internal_value=0 -0.00156762 0.00103061 0.00535267 -0.0132762 0.0102618 0.0162308 0.00842904 0.0222794 -0.00406907
internal_weight=0 0.0115509 0.0105402 0.00809477 0.0024454 0.0070825 0.00499994 0.00374176 0.00242579 0.00208255
internal_count=3910 3515 3163 2152 1011 1495 1317 1081 615 178
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=10
num_cat=0
split_feature=15 2 16 4 0 3 4 0 15
split_gain=2.58957e-05 3.4132e-05 0.000112326 5.91491e-05 6.71016e-05 5.72599e-05 6.25883e-05 7.06489e-05 4.16976e-05
threshold=-0.24219999999999997 0.11005500000000001 -0.13863999999999996 -0.37626499999999991 -0.070894999999999986 -0.089974999999999986 -0.077679999999999985 -0.10783 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 8 -8
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=0.014304450034591035 -0.025353016964196909 -0.0174665483088829 0.023091883437468187 -0.028071837326926159 0.014582532922356986 0.019222170482387699 -0.011607835153961011 -0.027248425208168642 0.017074389172139978
leaf_weight=0.0011391111856322239 0.0011922927222456801 0.0010941089153588329 0.0018165632133274132 0.001047158143053035 0.0019456465642118956 0.0010513826192842298 0.0010088643626566087 0.0012739116157223268 0.0010186098230336757
leaf_count=317 210 152 414 500 339 570 138 1124 146
internal_value=0 -0.0015054 0.00784615 -0.00469347 -0.00134013 -0.00707722 -0.00202649 -0.00879348 0.00280221
internal_weight=0 0.0114485 0.00291067 0.00853787 0.00734557 0.00539993 0.00435277 0.00330139 0.00202747
internal_count=3910 3593 566 3027 2817 2478 1978 1408 284
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=11
num_cat=0
split_feature=403 453 4 0 13 15 3 43 43 4
split_gain=0.000187884 0.000148281 0.000141608 0.000126985 8.10919e-05 7.60094e-05 0.00012129 0.000106678 0.000167607 0.000179022
threshold=0.088015000000000024 1.0000000180025095e-35 0.27608500000000008 0.10302000000000001 -0.13934999999999997 0.088495000000000018 -0.088024999999999978 -0.079109999999999986 -0.036139999999999992 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 -10
right_child=-2 -3 -4 -5 5 -7 7 8 9 -11
leaf_value=-0.00063470314624725012 -0.00098925122240356455 -0.00084921484571366895 0.00042263555011394315 0.00033430968108139942 0.0004029453987453766 -0.00059716344852741589 -0.00060699460717068008 0.00065841964993972849 -0.0006982031421326688 0.0001691434841230933
leaf_weight=0.0015945312119980794 0.001021427773468731 0.0010072898224088847 0.00193574168085769 0.001812594954150335 0.0015730169820820927 0.0012960098536539443 0.0018177791936078262 0.0010136725080221384 0.0017406647615984955 0.0019286216217030694
leaf_count=186 343 98 396 176 445 711 630 272 480 173
internal_value=0 -0.00012141 -7.15811e-05 -0.000146457 -0.000225936 -0.000156373 -8.56162e-05 -0.000203836 -4.73423e-05 -0.000242315
internal_weight=0 0.0157199 0.0147126 0.0127769 0.0109643 0.00936976 0.00807376 0.00650074 0.00468296 0.00366929
internal_count=3910 3567 3469 3073 2897 2711 2000 1555 925 653
is_linear=0
shrinkage=0.00196078


Tree=3407
num_leaves=14
num_cat=0
split_feature=403 484 156 160 12 49 12 52 0 0 16 3 0
split_gain=0.000195863 0.000154828 0.000116748 0.000135051 0.000154839 0.000139288 0.000180845 0.000215734 0.000171564 0.00022667 0.00014935 8.8682e-05 8.66979e-05
threshold=0.087440000000000004 -0.0043499999999999988 0.091280000000000014 -0.092169999999999988 -0.023959999999999995 -0.00064499999999999985 0.086935000000000012 0.0033900000000000002 -0.07773999999999999 -0.053834999999999994 -0.033174999999999989 -0.082139999999999977 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 11 7 10 -8 -10 -7 -6 -13
right_child=-2 2 -4 4 5 6 8 -9 9 -11 -12 12 -14
leaf_value=-0.0006393378796256563 -0.00084788144522243431 -0.00047680795954434398 -0.00054109365815979476 -0.00034482129012991958 0.00040366786754770546 -0.00014171094600757571 -0.00039007635293887322 0.0013406063691540928 0.001165423832931893 -6.4855407988753338e-05 0.00087238343779124381 0.0001182181976118693 -0.00064449633928443978
leaf_weight=0.0011926397681902663 0.0010142492581442569 0.0012347137134894144 0.0010330292150627684 0.0017169576402515088 0.001164698861250691 0.0011118175944294685 0.0014539370906858362 0.0014413644629933733 0.0010144416955614188 0.0013314717937584451 0.0011216326459417654 0.0011530957680131459 0.0011389372852726948
leaf_count=585 349 449 313 383 169 110 580 210 287 131 150 67 127
internal_value=0 4.04868e-05 9.48433e-05 0.000142163 0.000202586 0.000288565 0.000439082 0.000749219 0.000139151 0.000467153 0.000367564 -3.69055e-05 -0.000260783
internal_weight=0 0.0161087 0.0149161 0.0138831 0.0126484 0.0109314 0.00747467 0.00367481 0.00379985 0.00234591 0.00223345 0.00345673 0.00229203
internal_count=3910 3561 2976 2663 2214 1831 1468 470 998 418 260 363 194
is_linear=0
shrinkage=0.00196078


Tree=3408
num_leaves=14
num_cat=0
split_feature=403 484 156 457 52 2 2 3 12 16 15 2 43
split_gain=0.000131846 0.000117601 9.98735e-05 9.12928e-05 0.00010565 8.81027e-05 0.000116144 7.97232e-05 0.000161974 0.00011409 0.000104233 0.000100441 0.000133677
threshold=0.087440000000000004 -0.0043499999999999988 0.091280000000000014 0.10412500000000001 -0.064794999999999978 0.096970000000000015 0.085005000000000011 0.090325000000000003 0.086935000000000012 -0.23935499999999996 -0.098459999999999978 0.083585000000000007 -0.078844999999999985
decision_type=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 -6 -13
right_child=-2 2 -4 -5 7 -7 -8 10 9 -11 -12 12 -14
leaf_value=-0.00058105585484568992 -0.00070786916158095106 0.00060137749380794196 -0.00051044635315990292 -0.00042963737360557635 -1.9829531887537448e-05 0.00090544070537629359 -0.00026533417368808501 -0.00069772195041106018 0.00016057170922665484 -0.00066841670409175703 9.7126516023519641e-05 0.00020721941125224075 0.0011910980637359098
leaf_weight=0.0011399107250944082 0.0010068500613836196 0.0014371008619454596 0.0010421677052753807 0.0010658656394467439 0.0010563065581815092 0.0011261299910323161 0.0010137683881160306 0.001091372835165888 0.0015394114636016227 0.0010903758962825252 0.0015145521454434027 0.0010190365115169014 0.0011084147695950152
leaf_count=585 349 192 313 81 189 275 188 98 150 921 99 183 287
internal_value=0 2.47354e-05 7.36948e-05 0.0001203 0.000169161 0.000451467 0.000242874 4.92237e-05 0.000176968 -0.000183148 -0.00023576 0.000474423 0.000719826
internal_weight=0 0.0152444 0.0141045 0.0130623 0.0119965 0.003577 0.00245087 0.00841947 0.00581355 0.00262979 0.00260592 0.00318376 0.00212745
internal_count=3910 3561 2976 2663 2582 655 380 1927 1730 1071 197 659 470
is_linear=0
shrinkage=0.00196078


Tree=3409
num_leaves=13
num_cat=0
split_feature=48 4 158 133 42 15 3 150 2 160 4 15
split_gain=9.08568e-05 0.00016128 0.000211815 0.000110629 0.000124292 0.000129331 0.00012868 0.000176593 0.000177506 0.000102739 0.000110573 0.000222888
threshold=0.12675000000000003 0.28937500000000005 0.084710000000000021 -0.091614999999999988 -0.09602999999999999 -0.10192499999999999 0.10420500000000001 0.086025000000000018 0.10113500000000002 -1.0000000180025095e-35 -0.083329999999999987 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 -7 -11 -12
right_child=-2 -3 -4 4 5 6 -8 -9 -10 10 11 -13
leaf_value=-0.0005990843276297939 -0.00055038298804753894 0.00055867426070928218 -0.00090144205019722801 -0.0005452181590707327 -0.00044375894948585549 -0.00012039349904913937 0.00067751638076948893 -0.0006061532128402321 -0.00049472002788274291 0.0010148841644552428 0.00090645648825366421 -0.00027839124909403664
leaf_weight=0.0010091991936854909 0.0011207331157668384 0.0019247440590416656 0.0010326669464223752 0.0011085302146002845 0.0012540907599683333 0.0011298668413762076 0.0019266939725497145 0.0011257954885856005 0.0010390690139610919 0.0013051329584552324 0.0012083147871099352 0.0012335790895469643
leaf_count=456 131 399 348 212 213 485 122 209 321 274 166 574
internal_value=0 2.79929e-05 -4.83871e-05 2.29988e-05 7.84044e-05 0.00014603 0.000228502 0.000105648 0.000241102 0.000397876 0.000554153 0.000307903
internal_weight=0 0.0152977 0.0133729 0.0123403 0.0113311 0.0102225 0.00896845 0.00704176 0.00591596 0.00487689 0.00374703 0.00244189
internal_count=3910 3779 3380 3032 2576 2364 2151 2029 1820 1499 1014 740
is_linear=0
shrinkage=0.00196078


Tree=3410
num_leaves=14
num_cat=0
split_feature=403 48 48 51 4 158 49 160 15 3 12 52 15
split_gain=0.000146669 0.000103606 0.000140659 0.000139456 0.000114213 0.000117 8.42817e-05 0.000145286 9.54936e-05 0.000140885 0.000142673 0.00015039 9.4563e-05
threshold=0.087440000000000004 0.12675000000000003 0.097140000000000018 0.092720000000000011 0.28937500000000005 0.081110000000000015 -0.085974999999999982 0.069910000000000014 -0.017214999999999998 0.10666500000000002 0.086935000000000012 0.0033900000000000002 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 12 10 11 -10 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00041608274570223278 -0.00073899121733895872 -0.00054771557305302154 0.00065044204471237637 -0.00063604415428059166 0.00065873297426262845 -0.00061322131844202021 7.2364815869384964e-05 0.00077105785198545692 -0.00014928801621939125 0.0007773144593594837 -0.00049422813404929053 0.00082859929574899622 -0.0006995930190586457
leaf_weight=0.0011818394117016481 0.0010201557764391049 0.0011168346396232846 0.0014551527666589034 0.0011769816843749331 0.0011501983170022706 0.0010497461731050423 0.0013506840889855251 0.0012144715800072106 0.0013309652352708643 0.0012119940036279253 0.0013785175568193815 0.0011080072839045607 0.0011126722791799217
leaf_count=148 349 125 230 293 323 332 170 193 286 52 814 224 371
internal_value=0 2.80542e-05 7.17353e-05 8.25706e-06 7.09856e-05 9.18535e-06 7.52546e-05 0.000141944 3.99741e-05 0.00019489 9.979e-06 0.000294959 -0.00027632
internal_weight=0 0.0158381 0.0147212 0.0132661 0.0120891 0.0109389 0.00988915 0.00870731 0.00749284 0.00502948 0.00381749 0.00243897 0.00246336
internal_count=3910 3561 3436 3206 2913 2590 2258 2110 1917 1376 1324 510 541
is_linear=0
shrinkage=0.00196078


Tree=3411
num_leaves=13
num_cat=0
split_feature=484 42 156 133 160 133 0 12 48 0 2 49
split_gain=0.000124113 8.69717e-05 9.87414e-05 0.000108246 9.58972e-05 0.000106267 0.000117916 0.00018157 0.000161129 8.0328e-05 7.05043e-05 1.432e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.090135000000000007 -0.09590499999999999 0.090735000000000024 0.099765000000000006 -0.075584999999999986 0.094045000000000004 0.091005000000000016 -0.099864999999999995 0.083795000000000022 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 9 10 -5 -12
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 -13
leaf_value=-0.00064526514816610114 -0.00051246441633337491 -0.00049173811907217641 -0.0005152896041503266 0.00084453889261527925 -0.00031986675131863456 -0.00034971441762470407 0.0010480874078937134 4.6195954970760571e-05 -0.00040854803666310745 -5.4851714723722386e-05 0.00010180860366742637 0.00043001995033709907
leaf_weight=0.0011242551014474548 0.0010522523166756103 0.0010222517574833235 0.0010165864075773095 0.0013421560905029074 0.001338171452778039 0.0010599261625441345 0.0016888389461077588 0.0011823021548983265 0.0014853182232452012 0.0014598930156829388 0.0010208256391697774 0.0010235219825065933
leaf_count=612 215 405 326 63 174 442 276 189 180 791 109 128
internal_value=0 3.06878e-05 7.25897e-05 0.000119934 0.000173833 0.000238207 0.00030592 0.00063552 0.000156461 0.000329624 0.000495368 0.000266131
internal_weight=0 0.014692 0.0136398 0.0126232 0.011601 0.0102628 0.00920286 0.00287114 0.00633171 0.0048464 0.0033865 0.00204435
internal_count=3910 3298 3083 2757 2352 2178 1736 465 1271 1091 300 237
is_linear=0
shrinkage=0.00196078


Tree=3412
num_leaves=11
num_cat=0
split_feature=484 133 133 15 13 12 12 15 160 0
split_gain=8.04268e-05 7.26158e-05 9.88194e-05 0.000124092 0.000217091 0.000152072 0.00011271 0.000146485 0.00015114 9.17568e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 0.0015650000000000002 -0.036459999999999992 0.093375000000000014 -0.017214999999999998 -0.078874999999999987 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00053420321505560345 -0.00057229370439268467 -0.0004817925976049179 0.00050695636898710869 -0.00077119605514843967 0.00035296175226729788 -0.00050589966034306905 -0.00022233447215798326 0.00084691339753780077 8.8590220329894782e-06 0.00066500351082312669
leaf_weight=0.0010959286422625213 0.0011061013968827185 0.0010412507539928869 0.0016375786705233519 0.0018175220495264934 0.0010374542605843112 0.0010300277375438821 0.0018138800392515251 0.0015822870570677368 0.0015538980537617205 0.0017335414633193758
leaf_count=612 268 481 514 780 177 135 366 207 92 278
internal_value=0 1.6879e-05 5.58837e-05 -7.38695e-06 -0.000362694 0.000107627 0.000205125 0.000336547 0.000149506 0.000354859
internal_weight=0 0.0143535 0.0133123 0.0116747 0.00285498 0.00881974 0.00771363 0.00589975 0.00431747 0.00328744
internal_count=3910 3298 2817 2303 957 1346 1078 712 505 370
is_linear=0
shrinkage=0.00196078


Tree=3413
num_leaves=10
num_cat=0
split_feature=4 15 4 42 43 16 4 2 2
split_gain=2.73308e-05 6.24327e-05 4.28284e-05 5.5455e-05 6.1171e-05 7.99858e-05 0.000115664 9.96186e-05 6.86865e-05
threshold=0.24280000000000004 -0.14487999999999998 0.097045000000000006 0.088915000000000008 0.0016850000000000001 0.10994000000000002 0.0057500000000000008 0.084235000000000018 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.017640827660877462 0.022639063953939071 -0.0080124488892266248 -0.021521434386602672 -0.018915534441925039 0.019793947616802275 -0.023348948123329254 0.03150791082590667 -0.033570970411867407 0.00078092185228591259
leaf_weight=0.0012961217169841534 0.0014615218590101273 0.0012185824980264588 0.0010752322624034494 0.0013793291283381885 0.0016716281247339468 0.0013435524882063161 0.0011758573370661482 0.0012024711598472896 0.0011281504762400067
leaf_count=445 348 201 151 913 323 377 145 702 305
internal_value=0 0.00870252 -0.00263692 -0.000429137 0.00283251 -0.00178066 0.00425318 -0.0045833 -0.0169427
internal_weight=0 0.0026801 0.0102723 0.00919711 0.00781778 0.00614615 0.0048026 0.00362674 0.00233062
internal_count=3910 549 3361 3210 2297 1974 1597 1452 1007
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=10
num_cat=0
split_feature=14 15 43 133 42 12 15 15 49
split_gain=2.79666e-05 4.70939e-05 4.29851e-05 6.67507e-05 0.000102492 8.94044e-05 8.33215e-05 0.000133693 6.85945e-05
threshold=-0.13131999999999996 -0.106555 0.14198000000000002 0.087035000000000015 0.085195000000000007 0.084100000000000022 -0.017214999999999998 1.0000000180025095e-35 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -8 -3
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.015998538862269002 0.016026865811236028 0.0049870013546666559 0.017325216763317025 -0.028062174333908476 0.019046375256033386 -0.027375368764002719 0.037428835364006229 -0.012537643529553827 -0.030063370626872594
leaf_weight=0.0010385118738948642 0.0017969485377410362 0.0010669763085215868 0.0010774450397008179 0.0010077783890114636 0.0019696660475675455 0.0016129968005843898 0.0011519307136994058 0.0010006583811651565 0.0011712718076087364
leaf_count=172 507 128 230 873 747 764 180 158 151
internal_value=0 0.00111531 -0.00154858 -0.00381278 -0.00074788 -0.00724174 0.000154449 0.0142013 -0.0133548
internal_weight=0 0.0118557 0.0100587 0.00898128 0.0079735 0.00600383 0.00439084 0.00215259 0.00223825
internal_count=3910 3738 3231 3001 2128 1381 617 338 279
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=12
num_cat=0
split_feature=484 133 15 42 2 1 13 4 1 0 0
split_gain=0.000106283 8.17713e-05 0.000100878 0.000159527 8.34417e-05 0.000158367 0.000111636 7.92451e-05 9.0715e-05 7.34642e-05 6.19677e-05
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.097940000000000013 0.11097000000000001 -0.071149999999999977 -1.0000000180025095e-35 0.11183500000000002 -0.11524 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 6 9 -2 -8 -9 -6 -4
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.00060095117704253229 -0.00043144324074601952 -0.00050166358505942697 -0.00091956934545418367 0.0002870466165073558 0.0010427160113248744 -7.6460789636274956e-05 0.00046222269980436288 -0.00039078951584601705 0.00035851961155016138 0.00038168654717702255 -0.00024802644858794521
leaf_weight=0.0011316799923558286 0.0016323222096613545 0.0010665052169689842 0.0010024763300857959 0.0014011386108564033 0.0011455802419057803 0.0018722625444005554 0.0019680619583599991 0.0014186389909667334 0.0011050445766885067 0.0014833809850646916 0.0011168845612038658
leaf_count=612 529 481 261 417 136 285 287 162 69 323 348
internal_value=0 2.18947e-05 6.13677e-05 -0.000226295 0.00015668 0.000359357 7.71047e-06 0.000167301 -6.26898e-05 0.000669733 -0.000565672
internal_weight=0 0.0152123 0.0141458 0.0035205 0.0106253 0.00450122 0.00612407 0.00449175 0.00252368 0.00262896 0.00211936
internal_count=3910 3298 2817 1026 1791 744 1047 518 231 459 609
is_linear=0
shrinkage=0.00196078


Tree=3416
num_leaves=11
num_cat=0
split_feature=49 151 4 42 457 0 0 52 13 0
split_gain=2.86986e-05 6.41512e-05 8.07822e-05 8.98504e-05 5.57588e-05 5.01616e-05 4.29051e-05 7.30859e-05 0.000125677 6.33801e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.40359500000000004 0.091955000000000023 0.084715000000000013 -0.14867499999999997 -0.10071499999999999 0.083750000000000005 -0.0030249999999999995 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 -1 -3 -7 8 -8 -9
right_child=1 2 -4 -5 -6 6 7 9 -10 -11
leaf_value=-0.0026331371049441634 -0.024356310511331816 -0.019072318927345098 0.0254283741351541 -0.030257281210155765 0.026035856422412868 0.02066173294811615 0.0090852487198423825 0.030977675720408798 -0.038396852253505823 -0.0041612802550459313
leaf_weight=0.0017294750507291221 0.0012101473707853876 0.0010569568101137196 0.0011093280957097836 0.0010747140347124118 0.0011162733623869881 0.0012920767009676568 0.0012215998609614081 0.0010331014598876222 0.0010252915026209778 0.0010201970449945641
leaf_count=357 388 140 300 625 148 182 619 698 393 60
internal_value=0 -0.0027638 0.000194349 -0.00342981 0.00861256 0.00090631 0.00468234 -0.000118988 -0.0125816 0.0135186
internal_weight=0 0.0100434 0.00883327 0.00772394 0.00284575 0.00664922 0.00559227 0.00430019 0.00224689 0.0020533
internal_count=3910 3405 3017 2717 505 2092 1952 1770 1012 758
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=10
num_cat=0
split_feature=0 4 1 0 2 0 3 4 12
split_gain=3.15662e-05 8.26424e-05 4.74308e-05 5.85879e-05 5.53592e-05 0.000124764 0.000103014 0.000106375 7.0943e-05
threshold=1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 -0.083674999999999986 1.0000000180025095e-35 -0.13506999999999997 0.12046500000000002 0.0057500000000000008 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 6 7 -6 -4
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.031431939869950291 -0.011102881363133059 0.026910094599695612 -0.021590127041588299 0.00043125845820922361 -0.011629911587110367 0.036274162625437679 -0.02625487121997035 0.026947779854216543 0.010196444020085731
leaf_weight=0.0011343642289551371 0.0010151313493513214 0.0013099511174939841 0.0018909546117160244 0.0011746194207786728 0.0013300236648440653 0.0011529697026584334 0.0011550669263190733 0.0015451657326623369 0.0011168335061442214
leaf_count=1031 171 223 675 865 208 287 113 169 168
internal_value=0 0.0103136 -0.00256375 -0.0152226 0.00100468 0.00726721 -0.00103105 0.00910226 -0.00978733
internal_weight=0 0.00232508 0.0105 0.00230898 0.00819101 0.00518323 0.00403026 0.00287519 0.00300779
internal_count=3910 394 3516 1896 1620 777 490 377 843
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=9
num_cat=0
split_feature=14 2 13 4 0 133 16 457
split_gain=2.96968e-05 4.28692e-05 6.16257e-05 5.7121e-05 6.94591e-05 8.57868e-05 7.75538e-05 4.45572e-05
threshold=-0.13131999999999996 0.10946500000000002 -0.084184999999999996 -0.37626499999999991 -0.06402999999999999 -0.0056849999999999991 -0.11180499999999999 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.016519867432352755 -0.02250651760110323 0.031039240994660107 0.0010023530964191633 -0.030018730550723197 0.018716454858961892 0.018980085286290915 -0.016848364336786409 0.008006011269513981
leaf_weight=0.0010261041854694878 0.001208090014772855 0.0010518481209572245 0.0019481168122269668 0.0010586555502633908 0.0016979865047692345 0.0016502563280472761 0.0019870073922459456 0.0011323376127913946
leaf_count=172 207 197 461 852 226 310 1334 151
internal_value=0 0.00122051 0.0115339 -0.0023218 0.000918185 -0.00426711 0.00144869 -0.0078261
internal_weight=0 0.0117343 0.00299996 0.00873433 0.00752624 0.00582826 0.0047696 0.00311935
internal_count=3910 3738 658 3080 2873 2647 1795 1485
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=10
num_cat=0
split_feature=11 3 1 4 1 15 133 13 3
split_gain=3.04571e-05 5.73958e-05 4.25002e-05 8.93838e-05 9.7705e-05 7.61469e-05 5.63925e-05 0.000116636 5.47513e-05
threshold=0.079700000000000007 -0.12008499999999998 0.094385000000000011 0.053925000000000008 0.11198000000000001 -0.0058549999999999991 0.077945 -1.0000000180025095e-35 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 -7 -5
right_child=-2 2 3 8 -6 6 -8 -9 -10
leaf_value=0.021217582159828243 -0.016803982567701447 -0.02291181065189269 0.039198226939147811 0.0054361275506809659 -0.0027690741159567137 -0.032758371134087444 0.018297880635357488 0.015157665047016764 -0.022501126037269892
leaf_weight=0.0012824444851836569 0.0010148849109090684 0.0019939775554310944 0.0012302500088165057 0.0016602002674788474 0.0010103232192850732 0.0010042637026985944 0.0012766754600867002 0.0010280549675559319 0.0012147978014780117
leaf_count=192 254 1138 319 303 186 701 418 225 174
internal_value=0 0.00125517 -0.00120205 0.00530082 0.0202743 -0.00747511 0.00182694 -0.00851989 -0.00636844
internal_weight=0 0.011701 0.0104185 0.00511557 0.00224057 0.00530297 0.00330899 0.00203232 0.002875
internal_count=3910 3656 3464 982 505 2482 1344 926 477
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 42 43 15 16 2 48
split_gain=7.54759e-05 6.67379e-05 7.73656e-05 9.76211e-05 0.0001571 7.46508e-05 0.000134026 9.44594e-05 0.000135349 0.000124676 4.66471e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.17307499999999998 0.091955000000000023 -0.054854999999999994 1.0000000180025095e-35 -0.08755499999999998 0.10679500000000001 0.091875000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 10 -10 -8
right_child=1 -3 3 5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00049596759745826509 -0.00041803562603996437 0.00045689208324355905 0.00016076836366357513 0.00074377643986361995 -0.00088373701818961995 -0.00021506095539161965 0.00015580945737250158 -0.00033048330575019671 0.00015573133166792079 0.0010366272537134507 -0.00041979228131687691
leaf_weight=0.0011305819348110249 0.0015842203225670164 0.0012837055416815507 0.0011851970492240908 0.0014874799378078946 0.0010389209452001088 0.0019429181597394995 0.0010836636884438882 0.0015519684288504074 0.0014273315912455616 0.0010890416062873665 0.0010815470434141217
leaf_count=612 556 318 128 308 716 558 154 267 139 85 69
internal_value=0 2.97033e-05 -1.10014e-05 4.32406e-05 -0.000327137 0.000128481 0.00021493 8.87344e-05 0.000227707 0.000536967 -0.00013171
internal_weight=0 0.014756 0.0134723 0.0118881 0.00222412 0.00966395 0.00772103 0.00623355 0.00468158 0.00251637 0.00216521
internal_count=3910 3298 2980 2424 844 1580 1022 714 447 224 223
is_linear=0
shrinkage=0.00196078


Tree=3421
num_leaves=10
num_cat=0
split_feature=48 4 42 12 47 2 42 4 49
split_gain=2.5913e-05 7.53258e-05 6.48275e-05 6.70709e-05 7.14456e-05 0.00011005 0.000136121 9.57907e-05 0.000129427
threshold=0.11930500000000001 0.28937500000000005 0.091955000000000023 -0.036459999999999992 0.092255000000000018 0.11125500000000001 0.085195000000000007 -0.08422499999999998 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.021306777996567813 -0.015078064247826942 0.022775587956899507 -0.022182037331247045 -0.033755704697156039 0.029511913022022097 0.030574267844736432 0.026846888078580891 -0.028202031978180938 0.013581706162423291
leaf_weight=0.0011423621310058538 0.0010682326199884786 0.0014201957132380363 0.0013541084643308486 0.0014225993572761831 0.0010056886551410623 0.001055788673006818 0.0011078534337146274 0.0012036056904144708 0.0019301703861687594
leaf_count=233 161 388 664 527 203 192 591 191 760
internal_value=0 0.00119572 -0.00180243 0.00130944 0.00465358 0.000933393 -0.00459154 -0.0122356 -0.00246639
internal_weight=0 0.0116424 0.0102222 0.00886807 0.00772571 0.00672002 0.00566423 0.00455638 0.00313378
internal_count=3910 3749 3361 2697 2464 2261 2069 1478 951
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=10
num_cat=0
split_feature=124 132 50 52 47 4 2 52 1
split_gain=3.17027e-05 3.36665e-05 7.43699e-05 6.71062e-05 0.000135897 0.00011435 7.57157e-05 8.46254e-05 0.000137001
threshold=-0.061329999999999989 0.080815000000000012 0.07992500000000001 -0.092854999999999979 0.09252500000000001 -0.23071499999999998 0.084235000000000018 -0.0066199999999999991 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9
right_child=1 -3 -4 4 -6 6 7 8 -10
leaf_value=0.016273813241904734 -0.018409446663350582 0.015232229772749982 -0.027272620337823891 -0.018335717384140672 -0.027327559363621325 0.03671688212356717 -0.0086790912454056783 -0.0013613518408786293 0.04754357465839637
leaf_weight=0.0010745569282468457 0.00169903422296521 0.0010679485413933208 0.0011610208299680192 0.0012126828816484813 0.0012001405998356852 0.0012952825729173594 0.0016202927408956384 0.0012448864780691179 0.001061044669754365
leaf_count=310 568 369 652 66 192 409 330 854 160
internal_value=0 -0.00168307 -0.00340444 -0.000435364 0.0035648 0.00932702 0.0157516 0.00883507 0.0211416
internal_weight=0 0.0115623 0.0104944 0.00933336 0.00763433 0.00643419 0.00522151 0.00392622 0.00230593
internal_count=3910 3600 3231 2579 2011 1819 1753 1344 1014
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=10
num_cat=0
split_feature=0 1 0 2 1 15 52 15 0
split_gain=3.46165e-05 4.29487e-05 4.37674e-05 3.46315e-05 6.24276e-05 0.000111769 0.00010216 8.92133e-05 3.02095e-05
threshold=0.055865000000000005 0.076710000000000014 -0.083674999999999986 0.12918000000000002 0.11097000000000001 1.0000000180025095e-35 -0.077699999999999977 -0.061694999999999993 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -6 -8
right_child=-2 3 -4 -5 7 -7 8 -9 -10
leaf_value=-0.028144861589921463 0.012739500836395141 0.040910137871767727 -0.0014023740400384305 0.018258928553861391 -0.031551886636645265 -0.022886106367802101 0.0137993920974892 0.0058185494017681388 -0.007623299105084802
leaf_weight=0.0011478962238860417 0.0017903838586773276 0.0010108077839200485 0.0013108832281293387 0.0010364646037438353 0.001348109449770003 0.0010692027497262351 0.0013718044400876097 0.0012141449808050517 0.0012655080420202727
leaf_count=1044 255 236 877 258 267 465 147 101 260
internal_value=0 -0.0022763 -0.0138873 0.00115668 -0.00127833 0.0055466 0.0138798 -0.0138436 0.00351977
internal_weight=0 0.0107748 0.00245878 0.00831604 0.00727958 0.00471732 0.00364812 0.00256225 0.00263731
internal_count=3910 3655 1921 1734 1476 1108 643 368 407
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=9
num_cat=0
split_feature=0 4 0 42 1 4 2 2
split_gain=2.87666e-05 5.09659e-05 4.83027e-05 6.49495e-05 6.24144e-05 4.99681e-05 6.95642e-05 0.000100461
threshold=-1.0000000180025095e-35 -0.48072499999999996 -0.053834999999999994 0.088115000000000013 1.0000000180025095e-35 -0.077519999999999992 0.089910000000000004 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.023245268289123679 -0.005956458507228625 0.024076509354845975 -0.021612749102409033 0.016037644490247849 0.020510425024800629 -0.020154071844476873 0.026452754748565118 -0.010711231579135328
leaf_weight=0.0014093250482546654 0.0010594788756573704 0.001210784970976069 0.0011582723470459381 0.0019897358549068834 0.0010036996695683221 0.0017090067922597551 0.0012698521872538395 0.0017026269100769793
leaf_count=1296 187 207 256 1035 210 363 141 215
internal_value=0 0.0100608 -0.00238088 7.12504e-05 -0.00440671 0.000263266 -0.00407768 0.00516534
internal_weight=0 0.00227026 0.0102425 0.00908425 0.00709451 0.00568519 0.00468149 0.00297248
internal_count=3910 394 3516 3260 2225 929 719 356
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=10
num_cat=0
split_feature=159 1 484 43 12 3 1 2 457
split_gain=2.792e-05 5.11143e-05 5.68622e-05 5.46876e-05 6.52249e-05 0.000104535 0.000104572 0.000100603 9.00323e-05
threshold=-0.034019999999999988 0.12958500000000003 0.085515000000000022 -0.15109999999999998 0.088590000000000016 0.0066850000000000008 0.088010000000000019 0.099015000000000006 0.041935000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -6 -7
right_child=1 -3 -4 4 7 8 -8 -9 -10
leaf_value=-0.01541773213838684 0.01424371250861358 0.020850585670860414 0.019227124795207294 -0.0028603391380884035 -0.042810611703925375 -0.030449476494766793 0.037987269679334801 -0.001288066052973384 0.0079697628527964498
leaf_weight=0.0010877063134004375 0.0014248374141038753 0.0012023653166185 0.0012279858483279669 0.001602088187556489 0.0011098183571088382 0.0015451678415641656 0.0010294530000311954 0.0012304092516810842 0.0010077850706072117
leaf_count=520 248 298 309 810 791 195 305 349 85
internal_value=0 0.00135191 -0.000951643 -0.00372041 -0.00712199 -0.000866845 0.0131192 -0.0209795 -0.0152834
internal_weight=0 0.0113799 0.0101775 0.00894956 0.00752472 0.00518449 0.00263154 0.00234023 0.00255295
internal_count=3910 3390 3092 2783 2535 1395 1115 1140 280
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=10
num_cat=0
split_feature=48 4 12 3 42 12 2 3 12
split_gain=2.46485e-05 6.63287e-05 6.0857e-05 9.82752e-05 6.03687e-05 6.99679e-05 7.92246e-05 9.77073e-05 7.10038e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 -0.088669999999999985 0.094045000000000004 0.086650000000000019 -0.023079999999999996 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 -6
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.021993225044119061 -0.014858296765963392 0.021845437389741471 0.018788803667789532 0.023064871208503555 0.0013763867229617684 -0.028798274399143581 0.024875376316410916 -0.014799634009583874 -0.03488428625288572
leaf_weight=0.0012751411097236464 0.0010373954302314711 0.0013739218419494522 0.0010122640491682889 0.00168783648917957 0.001108293275392711 0.0012375567568664002 0.0016092638613604644 0.0010104672355043393 0.0010531924372142601
leaf_count=275 161 388 400 130 131 698 781 133 813
internal_value=0 0.00124394 -0.00158824 0.001396 -0.00380573 -0.00760577 -0.00212037 0.00957217 -0.0162918
internal_weight=0 0.0113679 0.00999402 0.00871887 0.00703104 0.00601877 0.00478122 0.00261973 0.00216149
internal_count=3910 3749 3361 3086 2956 2556 1858 914 944
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=13
num_cat=0
split_feature=484 133 133 160 15 4 4 1 52 42 47 1
split_gain=0.00010522 9.65269e-05 0.000114486 9.82025e-05 7.96644e-05 0.000110318 0.000200636 0.000118353 0.000109565 7.70033e-05 6.97466e-05 1.82926e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.086110000000000006 0.035895000000000003 -1.0000000180025095e-35 -0.034289999999999994 0.11198000000000001 0.071660000000000015 0.060615000000000009 0.11603500000000001 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 11 -2 -6 -9 -7
right_child=1 -3 -4 -5 9 7 -8 10 -10 -11 -12 -13
leaf_value=-0.00060593673175643806 -0.00037259077744428057 -0.0005525981405262566 0.00055442717061006256 -0.00046796193835100868 -0.00054978138157992418 -0.00018768082827251342 0.0010626132141844892 0.00059672958264862493 0.0005158921792550058 0.00016298273144148948 -8.9203700464951958e-05 -0.00055603488798202185
leaf_weight=0.0010716921167424004 0.0010656209905291346 0.0010119585252537028 0.0016773760949702647 0.001465972532861474 0.0013383526371046946 0.0010250136841351912 0.0012456085140096136 0.0012072268665316395 0.0010688611682687643 0.0010321684134605227 0.00107960304709942 0.0010485595979088103
leaf_count=612 258 481 514 161 511 263 261 251 62 384 55 97
internal_value=0 3.11104e-05 7.5676e-05 6.31026e-06 7.50739e-05 0.000171391 0.000437259 -3.4705e-05 7.23251e-05 -0.000239431 0.000272903 -0.000373949
internal_weight=0 0.0142663 0.0132544 0.011577 0.010111 0.00774049 0.00338009 0.0043604 0.00213448 0.00237052 0.00228683 0.00207357
internal_count=3910 3298 2817 2303 2142 1247 581 666 320 895 306 360
is_linear=0
shrinkage=0.00196078


Tree=3428
num_leaves=10
num_cat=0
split_feature=11 3 124 0 42 160 1 0 15
split_gain=2.65839e-05 3.91061e-05 3.72495e-05 6.76079e-05 7.09663e-05 3.80538e-05 8.21487e-05 8.82292e-05 8.42181e-05
threshold=0.077330000000000024 -0.12008499999999998 -0.061329999999999989 -0.053834999999999994 0.091230000000000019 -1.0000000180025095e-35 0.094695000000000015 -0.17106499999999999 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=0.019439357799336435 -0.014522785904128872 0.017508146334212295 -0.016004203054393141 -0.019470345249228367 0.025878143882485417 -0.025566323467541591 -0.0033311466486535693 0.037932721656494583 0.010663458251204159
leaf_weight=0.0010838191440469 0.0011590951574223457 0.001027376006385263 0.0015203830517351181 0.0018806450547741689 0.0010478178940135016 0.0014575946988394711 0.0010485275718796205 0.0010244331517682559 0.0011461212600794128
leaf_count=168 279 300 729 355 625 470 96 178 710
internal_value=0 0.00138345 -0.00054401 -0.00257637 0.00180901 -0.00226067 0.00220734 0.017061 -0.00961845
internal_weight=0 0.0112367 0.0101529 0.00912552 0.00724488 0.00619706 0.00467668 0.00207296 0.00260372
internal_count=3910 3631 3463 3163 2808 2183 1454 274 1180
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 4 4 52 52 4 3
split_gain=0.000114691 7.27702e-05 0.000104061 0.000113723 0.000135503 0.000112379 0.000139548 0.00013001 9.24843e-05 6.99907e-05 8.17438e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.035895000000000003 0.086865000000000012 -1.0000000180025095e-35 -0.034289999999999994 0.071660000000000015 -0.091329999999999981 0.05309500000000001 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -7 -10 -11
right_child=1 -3 -4 4 -6 8 -8 -9 9 10 -12
leaf_value=-0.00062983962300586205 -0.00035828750546117307 -0.00047103754158993723 0.00053470766232440229 -0.00090772988959586217 1.9164727080412907e-05 0.00045378064733163408 0.00084977517433259837 0.00058162823333782264 -0.00060860571936294022 0.00020394042955121903 -0.00044537259830453111
leaf_weight=0.0010894400824009607 0.0012474191128760293 0.0010322015887008077 0.0016217333855553717 0.0010379651850576351 0.001458383355947019 0.0010253662384087777 0.0014265192037964487 0.0010354381711947802 0.0011790658272857958 0.0019191085842516034 0.0012188660139710291
leaf_count=612 272 481 514 328 595 98 304 62 191 313 140
internal_value=0 3.03104e-05 6.96041e-05 4.28839e-06 -0.000366232 0.000106472 0.000368667 6.80311e-05 -7.55765e-05 -0.000201307 -4.82686e-05
internal_weight=0 0.0142021 0.0131699 0.0115481 0.00249635 0.00905178 0.00370938 0.00228286 0.00534241 0.00431704 0.00313797
internal_count=3910 3298 2817 2303 923 1380 638 334 742 644 453
is_linear=0
shrinkage=0.00196078


Tree=3430
num_leaves=12
num_cat=0
split_feature=484 133 156 0 16 12 47 15 48 42 0
split_gain=9.0476e-05 6.59667e-05 9.92159e-05 0.000121735 0.000222136 0.000103415 8.36106e-05 0.00014515 0.000187161 0.000180795 0.000115602
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 -0.017269999999999997 0.20277000000000003 -0.0089849999999999982 0.09252500000000001 1.0000000180025095e-35 0.087035000000000015 0.060615000000000009 -0.14674999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 10 -9 -7
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12
leaf_value=-0.00056067443737028164 -0.00045943197776335363 -0.00044150044699159022 -0.00052868672474142562 -1.8851730515985963e-05 0.0011936301048419866 0.0012092379752157855 -0.00028017687470180234 -0.00064477380295953389 -0.00013673913269335027 0.00038078418856370822 0.0003903197156039437
leaf_weight=0.0010804492247516494 0.0014834802021003951 0.0010685392711488407 0.0010028582544913322 0.0013232133285496833 0.0010355979664938841 0.0011307508518050291 0.0017604143883195528 0.0013996292352773734 0.0014788592763704382 0.0012521158342840757 0.0016012329213583817
leaf_count=612 363 481 317 192 66 83 194 509 182 415 496
internal_value=0 2.74406e-05 6.46455e-05 0.00011238 0.000513469 1.87679e-05 0.000101036 0.000198826 0.000425122 -0.00016052 0.000729265
internal_weight=0 0.0145367 0.0134682 0.0124653 0.00235881 0.0101065 0.008623 0.00686259 0.00421084 0.00265175 0.00273198
internal_count=3910 3298 2817 2500 258 2242 1879 1685 761 924 579
is_linear=0
shrinkage=0.00196078


Tree=3431
num_leaves=11
num_cat=0
split_feature=150 151 151 52 13 2 43 13 52 3
split_gain=2.42579e-05 9.149e-05 9.05888e-05 4.77871e-05 7.3329e-05 8.24232e-05 5.92882e-05 8.12784e-05 5.76222e-05 4.97672e-05
threshold=0.083205000000000015 -0.03268999999999999 -0.051109999999999996 0.11588000000000002 -0.094679999999999986 0.099990000000000009 -0.083899999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 9 -8 -9 -6
right_child=2 3 -4 -5 6 -7 7 8 -10 -11
leaf_value=-0.030055173921470342 0.02913676934522888 -0.00014777074990791149 -0.010183213633810716 -0.016179946718684498 -0.0045086733317151895 0.038788010249436747 -0.031915341598530607 -0.015914788803154972 0.015839179221203054 0.026549455240045147
leaf_weight=0.0010587416564327616 0.001146857794981599 0.0010704380982318896 0.0011979882568100069 0.0013713360305691409 0.0010117551910302312 0.0011048674489580138 0.0011415791101775019 0.0010892497722081195 0.0012022005920773004 0.0010527875457989177
leaf_count=322 316 191 188 555 273 114 1287 262 180 222
internal_value=0 -0.00224185 0.00904808 0.00101406 0.00408706 0.0196282 -0.00206235 -0.0101156 0.000744808 0.011329
internal_weight=0 0.010103 0.00234485 0.00904421 0.00767288 0.00217531 0.00549757 0.00343303 0.00229145 0.00206454
internal_count=3910 3406 504 3084 2529 305 2224 1729 442 495
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=13
num_cat=0
split_feature=403 484 124 0 160 1 457 3 16 12 0 16
split_gain=0.000147059 0.000147486 8.80196e-05 0.000157788 0.000129429 0.000100499 0.000122386 0.000123901 0.000146594 0.00013052 0.000122734 4.77175e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.018779999999999995 0.13167000000000004 0.090735000000000024 0.12811000000000003 0.082870000000000013 0.090325000000000003 -0.083564999999999987 0.086935000000000012 -0.077944999999999987 -0.019979999999999994
decision_type=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 -9
right_child=-2 2 3 -5 -6 -7 -8 11 10 -11 -12 -13
leaf_value=-0.00061767389499323372 -0.0007363617329334953 -0.00035855859669972666 0.00088077651420053805 0.00087452084548223137 -0.00048712273164882469 0.00064054093434668172 0.00062637815546118236 -0.00069005205752581487 -0.00063484602798782831 6.5966077693628723e-05 0.00018420633565585849 -0.00010671104312127942
leaf_weight=0.0012452277642741915 0.0010235082176496121 0.0015398183558783781 0.0013623186149299971 0.0010279472110590092 0.0013964796969217963 0.0013842586011857229 0.0013270024838307895 0.0011531261902353318 0.0012956132044525414 0.001697765469260596 0.0015388627468933699 0.0010125178822870673
leaf_count=585 343 299 232 62 185 183 155 85 714 421 562 84
internal_value=0 3.03115e-05 8.5069e-05 0.000136836 7.45159e-05 0.00014733 7.46003e-05 -1.62424e-05 0.000131112 0.000428711 -0.000190175 -0.000417319
internal_weight=0 0.0159809 0.0147357 0.0131959 0.0121679 0.0107715 0.00938721 0.0080602 0.00589456 0.00306008 0.00283448 0.00216564
internal_count=3910 3567 2982 2683 2621 2436 2253 2098 1929 653 1276 169
is_linear=0
shrinkage=0.00196078


Tree=3433
num_leaves=13
num_cat=0
split_feature=484 42 43 0 1 16 16 15 4 1 13 13
split_gain=9.93006e-05 9.70171e-05 0.000110264 9.28626e-05 0.00011964 8.47124e-05 9.55024e-05 0.000158228 0.000222506 0.000127734 0.000123679 6.08464e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.077944999999999987 0.090820000000000012 0.15737500000000001 -0.19424999999999998 0.079360000000000014 -1.0000000180025095e-35 0.095575000000000007 -0.10023999999999998 -0.017604999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 10 8 -8 -10 -4 -5
right_child=1 2 5 11 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00057261927771493169 -0.00053988609123407493 -0.00042518467872676994 0.00024312059594913793 0.00025195955441183502 0.00048905568238542742 -0.00045058482587381743 0.00091903525563897831 -0.00046249780288233508 -0.00054511202279354141 0.00038519302836584004 -0.0006430628395138004 0.0008977770182512589
leaf_weight=0.0011306977830199743 0.001064606071400998 0.0010797317417392308 0.0010362895823154928 0.0010223813160411045 0.0011223678145449727 0.001648647406533984 0.0016782717446939127 0.0011059643014037102 0.0010036533573791655 0.0013055539335536347 0.0014565289688850116 0.001242571516724533
leaf_count=612 215 516 137 170 210 298 219 836 191 110 199 197
internal_value=0 3.02927e-05 7.45941e-05 0.000327501 4.07861e-05 -4.77406e-05 3.98055e-05 0.000193714 0.000375721 -1.91465e-05 -0.000274668 0.00060626
internal_weight=0 0.0147666 0.013702 0.00446705 0.0022021 0.00923491 0.00758626 0.00509344 0.00398748 0.00230921 0.00249282 0.00226495
internal_count=3910 3298 3083 1093 726 1990 1692 1356 520 301 336 367
is_linear=0
shrinkage=0.00196078


Tree=3434
num_leaves=10
num_cat=0
split_feature=52 52 39 52 43 43 43 4 43
split_gain=2.3126e-05 6.94125e-05 4.48537e-05 5.20104e-05 6.31682e-05 5.37093e-05 0.000100523 6.51736e-05 4.31188e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.005105000000000001 -0.0066199999999999991 0.098320000000000005 -0.0037249999999999996 -0.15109999999999998 -1.0000000180025095e-35 -0.053009999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 6 -5 -7 -2
right_child=1 2 -4 4 -6 7 -8 -9 -10
leaf_value=-0.013642978495846557 0.032556431290593921 -0.021522979135425165 0.01618602251836939 0.01074496986741808 -0.024327251650938193 0.027139951268883879 -0.032105858131588831 -0.0010452340121161472 0.0040044316604156693
leaf_weight=0.0011492827371240204 0.0010068183299680586 0.0015577982635977278 0.0011277395575723633 0.0011776563221665018 0.0010005393875022542 0.0014260582966124282 0.0010230255772094221 0.0019317282115451882 0.0011143299210366175
leaf_count=425 328 453 306 179 264 392 1047 298 218
internal_value=0 0.00124218 -0.00250119 -0.00509757 -0.00119646 0.00296715 -0.00917499 0.0109251 0.0175568
internal_weight=0 0.0113657 0.00924455 0.00811681 0.00655901 0.00555847 0.00220068 0.00335779 0.00212115
internal_count=3910 3485 2939 2633 2180 1916 1226 690 546
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=14
num_cat=0
split_feature=484 42 156 133 457 160 133 2 160 0 43 1 43
split_gain=8.53988e-05 9.06404e-05 8.37325e-05 9.2539e-05 0.000105625 0.000100541 0.000120125 0.000122568 0.000153965 0.000118093 0.000192817 0.000273008 8.20779e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.090135000000000007 -0.091614999999999988 -0.0034949999999999994 -0.082234999999999989 0.099765000000000006 0.12068000000000001 0.090010000000000021 -0.13870499999999999 -0.074254999999999988 0.088135000000000005 -0.089949999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 9 -7 12 -12 -11
right_child=1 2 -4 4 5 6 -8 -9 -10 10 11 -13 -14
leaf_value=-0.00052309960121716694 -0.00051327657510312746 -0.0004342783210228857 -0.00045051315738973432 -0.00041326457995322362 -0.00032715779733576611 0.0010816300269035526 -0.00027835907316075956 -0.0002361615430593067 -0.00021532936295370512 0.00048975179708950721 0.00062294417962680947 -0.00071578143254672009 0.0012195536733493439
leaf_weight=0.0011119621849387208 0.0010565706262316956 0.001039873039248392 0.0010468760868993935 0.0010632990565173943 0.0010979100742373972 0.0014516010723593003 0.0012089087938775408 0.0010717192985690537 0.0010636070494406923 0.0012391605990340615 0.0013683849271530404 0.0010238930928564267 0.0011353125579073998
leaf_count=612 215 436 326 175 422 149 410 175 121 138 365 193 173
internal_value=0 4.02436e-05 8.25905e-05 0.000126316 0.000176039 0.000234817 0.000299339 0.000382941 0.000474058 0.000591973 0.000442859 4.99707e-05 0.000838694
internal_weight=0 0.0148671 0.0138105 0.0127637 0.0117238 0.0106605 0.00956259 0.00835368 0.00728196 0.00621835 0.00476675 0.00239228 0.00237447
internal_count=3910 3298 3083 2757 2321 2146 1724 1314 1139 1018 869 558 311
is_linear=0
shrinkage=0.00196078


Tree=3436
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 12 51 160 52 47 4
split_gain=9.32894e-05 7.48617e-05 0.000104314 0.0001144 0.000128186 0.000125149 8.41544e-05 0.000139393 0.00014145 6.78827e-05 0.000141229
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.035895000000000003 -0.036459999999999992 0.086865000000000012 -0.09021499999999999 -0.079234999999999986 0.091210000000000013 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 -8 9 10 -9
right_child=1 -3 -4 5 6 -7 7 8 -10 -11 -12
leaf_value=-0.00056417873688038519 -0.00053049545252246738 -0.00047993896209389588 0.00052376406993493048 -0.00088714708561955097 0.00058813178798412932 2.0239601686417142e-06 -0.00045991760598213872 -0.00021562006032956895 0.00088449260643006812 -0.0003352854783232064 0.00065549781326728631
leaf_weight=0.0010957978819557514 0.0010781467354828685 0.0010299452945823203 0.0016911647652334003 0.0010438336478266379 0.0016247762430756582 0.0014594994939736792 0.0013944316779064669 0.001389177815403631 0.0010406664199855906 0.0011252883314704859 0.0014755663910178216
leaf_count=612 275 481 514 328 229 595 223 279 43 115 216
internal_value=0 2.93714e-05 6.87453e-05 2.58712e-06 0.000104422 -0.00036874 0.000189459 8.86427e-05 0.000240695 7.27821e-05 0.000233073
internal_weight=0 0.0143525 0.0133226 0.0116314 0.00912805 0.00250333 0.00804991 0.00642513 0.0050307 0.00399003 0.00286474
internal_count=3910 3298 2817 2303 1380 923 1105 876 653 610 495
is_linear=0
shrinkage=0.00196078


Tree=3437
num_leaves=12
num_cat=0
split_feature=484 133 133 15 13 12 52 4 4 1 0
split_gain=9.51515e-05 8.29632e-05 9.70975e-05 0.00012295 0.00017728 0.000139555 0.00010352 0.000119932 0.000107685 7.24551e-05 6.50163e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 0.0015650000000000002 -0.036459999999999992 -0.081429999999999989 -0.0037349999999999992 -1.0000000180025095e-35 0.11235500000000002 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -8 10 -10
right_child=1 -3 -4 4 -6 6 8 -9 9 -11 -12
leaf_value=-0.00057907917445402276 -0.00054070452129336148 -0.00050687056267502363 0.00051940092122405325 -0.00072802032169591851 0.00030407529210263397 8.2626888024701399e-05 0.00046275745203910634 0.0010060882347349193 -4.191870122481848e-05 0.00024168758595137843 -0.00071040028627488349
leaf_weight=0.0010636528317693053 0.0010670144917090162 0.0010285513562447316 0.001628563977050035 0.0017577577940450376 0.0010060802180210451 0.0010082481336948813 0.0017934853381106515 0.0011659983924179641 0.0012628811862161506 0.001306747081974112 0.0010041472174705758
leaf_count=612 268 481 514 780 177 296 219 94 90 155 224
internal_value=0 2.9205e-05 7.16159e-05 7.49144e-06 -0.000352321 0.000123012 0.000216919 0.000577858 7.07043e-05 -0.000126046 -0.000338013
internal_weight=0 0.0140295 0.0130009 0.0113724 0.00276384 0.00860852 0.00754151 0.00217425 0.00536726 0.00357378 0.00226703
internal_count=3910 3298 2817 2303 957 1346 1078 390 688 469 314
is_linear=0
shrinkage=0.00196078


Tree=3438
num_leaves=9
num_cat=0
split_feature=11 48 0 2 16 16 133 13
split_gain=2.7082e-05 3.83029e-05 0.000117768 4.06096e-05 5.20586e-05 0.000114551 3.6295e-05 6.19668e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.41476000000000007 0.032820000000000009 -1.0000000180025095e-35 -0.003375
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.017635845799795723 -0.015885679903618121 -0.0088307483939577946 0.027458280406159403 0.011279834406993813 0.014226425967411173 -0.034791270621865718 0.021330631328216353 -0.0082779106873577691
leaf_weight=0.0010260301644204653 0.0010039696089859185 0.0017385278844445073 0.0018415774074669244 0.0016695008377015791 0.0010393759856072403 0.0014005135109281253 0.0012254380344750566 0.0016702867656988645
leaf_count=774 254 115 604 421 113 371 895 363
internal_value=0 0.00123369 0.00983604 -0.00260105 -0.00624384 -0.0102414 -0.00147435 0.00425209
internal_weight=0 0.0116113 0.00358011 0.00803115 0.00636164 0.00532227 0.00392175 0.00289572
internal_count=3910 3656 719 2937 2516 2403 2032 1258
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=9
num_cat=0
split_feature=42 51 47 15 0 43 13 12
split_gain=2.32112e-05 5.70519e-05 5.17312e-05 6.9259e-05 0.000166526 6.43087e-05 0.000138013 2.55007e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.087850000000000025 -0.03231499999999999 -0.14136999999999997 -0.083899999999999988 -0.09547499999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -5 -7 -1
right_child=1 2 -4 5 -6 6 -8 -9
leaf_value=0.0015265778338725234 -0.01565893569136504 0.0029799378706415365 -0.010442705265415863 0.020290639749487922 0.052140342215967389 0.012805881354587288 -0.030484919972231114 -0.020602273331420534
leaf_weight=0.0010213416152839154 0.001588348840287389 0.0019704838208091852 0.0017593928804434545 0.0011512912601393333 0.001059562601023373 0.0015647162253769656 0.0013911670917462564 0.0010624962928986023
leaf_count=167 521 212 310 258 591 138 820 893
internal_value=0 0.00179892 0.00491574 0.00870174 0.0201706 0.000240649 -0.00756865 -0.00975636
internal_weight=0 0.010485 0.00889661 0.00713722 0.00303005 0.00410717 0.00295588 0.00208384
internal_count=3910 2850 2329 2019 803 1216 958 1060
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=10
num_cat=0
split_feature=159 484 51 43 13 52 4 4 0
split_gain=2.268e-05 4.47784e-05 6.86437e-05 6.22821e-05 8.76589e-05 5.15266e-05 6.26764e-05 4.20167e-05 2.9343e-05
threshold=-0.034019999999999988 0.085515000000000022 0.090935000000000016 -0.074254999999999988 -0.003375 -0.082554999999999976 -1.0000000180025095e-35 0.24280000000000004 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 8 -8 -7
right_child=1 -3 -4 5 -6 6 7 -9 -10
leaf_value=-0.013784913180500673 0.021824153557812736 0.018596885119574729 0.021304265993817226 -0.030846754535137844 -0.010229292878753753 0.018322362107419221 -0.031093248347019188 -0.0036797679885916704 -0.0048445931865502348
leaf_weight=0.0011043985737974093 0.0017852048255111417 0.0013127655449792332 0.0012104502901175802 0.0010303908474786263 0.0016342275206773181 0.0010261621274471602 0.0011528278250812142 0.0010856092662192823 0.0011701694990199755
leaf_count=520 683 356 298 359 339 383 218 259 495
internal_value=0 0.00122313 -0.00103616 -0.00407986 0.00650505 -0.0107026 -0.00602224 -0.0177981 0.00597939
internal_weight=0 0.0114078 0.010095 0.00888459 0.00341943 0.00546516 0.00443477 0.00223844 0.00219633
internal_count=3910 3390 3034 2736 1022 1714 1355 477 878
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=13
num_cat=0
split_feature=484 42 457 160 133 2 133 160 49 52 2 52
split_gain=0.000130205 8.15329e-05 7.47656e-05 0.000118204 0.000142885 0.000113679 0.000143523 0.000107387 0.000100957 0.000138189 0.000109279 4.25021e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.0034949999999999994 -0.082234999999999989 -1.0000000180025095e-35 0.1178 0.099765000000000006 0.090010000000000021 -0.047309999999999998 -0.072349999999999984 1.0000000180025095e-35 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 -6 -10 -11 -12
right_child=1 2 3 4 5 -7 -8 -9 9 10 11 -13
leaf_value=-0.00066253944779508353 -0.00049383463141888556 -0.00042002595355900907 -0.00042131761761552122 -0.00032879409629129106 0.0011000878948475862 -0.0002331027224183349 -0.00030437510203782606 -8.9807870006615919e-05 -9.2800749746556823e-05 0.0001883752326590867 0.0012098498446195041 0.00065510599139869687
leaf_weight=0.0011027439543548822 0.0010349509428269508 0.0010694317634946998 0.0013761101941979553 0.0017304776148144444 0.001168825846647889 0.0013839298404009813 0.0010342106569418523 0.0010737322884116097 0.0012788241639410326 0.0011819921196058818 0.0010608880875423304 0.0010630699289670212
leaf_count=612 215 194 531 795 160 276 381 116 275 163 102 90
internal_value=0 3.64462e-05 7.7337e-05 0.000120398 0.000188316 0.000285104 0.000376327 0.000479441 0.000585674 0.000454531 0.000666252 0.000932193
internal_weight=0 0.0144564 0.0134215 0.0123521 0.010976 0.00924547 0.00786154 0.00682733 0.0057536 0.00458477 0.00330595 0.00212396
internal_count=3910 3298 3083 2889 2358 1563 1287 906 790 630 355 192
is_linear=0
shrinkage=0.00196078


Tree=3442
num_leaves=12
num_cat=0
split_feature=484 133 15 42 4 52 4 150 1 15 4
split_gain=9.38838e-05 9.8643e-05 9.81132e-05 0.000172699 9.45363e-05 0.000182027 0.000159481 0.000158989 0.00016857 6.34516e-05 2.05517e-05
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 -1.0000000180025095e-35 -0.088354999999999989 -0.064054999999999987 0.085075000000000026 0.10561500000000001 -0.14676499999999995 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 5 -2 -7 8 -6 -10 -4
right_child=1 -3 3 -5 7 6 -8 -9 9 -11 -12
leaf_value=-0.00057711175861456336 -0.00023316986376927022 -0.00055582754366174383 -0.00038604575999643548 0.00033173111387115105 -0.00076361041755206396 0.00029123372793075973 0.0012047133145679167 0.00056669914866694913 0.00040610170981028885 -0.00017898412771398002 -0.00078316114977618689
leaf_weight=0.0010687564434725952 0.0013064654971892365 0.001042532305114246 0.0010040844215746855 0.0013079299334948016 0.0013492311985877389 0.0019318174856213094 0.0011858691806713303 0.0014204327548913535 0.0012605405859074928 0.0016394874705609737 0.0010000861244182169
leaf_count=612 411 481 368 417 362 121 361 185 258 93 241
internal_value=0 2.51454e-05 7.03256e-05 -0.000222508 0.000166413 0.000381229 0.000638692 -1.21056e-06 -0.00019105 7.53322e-05 -0.000584207
internal_weight=0 0.0144485 0.0134059 0.0033121 0.0100938 0.00442415 0.00311769 0.00566969 0.00424926 0.00290003 0.00200417
internal_count=3910 3298 2817 1026 1791 893 482 898 713 351 609
is_linear=0
shrinkage=0.00196078


Tree=3443
num_leaves=10
num_cat=0
split_feature=11 0 16 52 47 16 4 16 3
split_gain=2.57421e-05 3.70734e-05 6.00901e-05 5.59744e-05 4.8245e-05 6.81363e-05 7.02605e-05 6.31179e-05 5.93817e-05
threshold=0.079700000000000007 -0.017269999999999997 0.23932500000000004 -0.24456499999999998 0.09252500000000001 0.011450000000000002 0.0057500000000000008 -0.30307999999999996 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.023876462065623785 -0.015462588115943974 -0.0016291191009964075 0.030571898283391841 0.0034916172519436333 -0.015268954047293008 0.028152902811132974 -0.0069134053651781491 0.024683348106487875 -0.024545974015798638
leaf_weight=0.0010086206847431086 0.0010056118021562277 0.0013292497943962521 0.0010274522266766617 0.0015642110218238418 0.0014780256171707182 0.0010449063360920751 0.0010421220907568998 0.0016073285695707984 0.0014608775490293957
leaf_count=331 254 251 81 1646 285 271 339 226 226
internal_value=0 0.00121815 0.0124096 -0.00164678 0.00108837 0.00468636 0.000365246 0.0122552 -0.0100483
internal_weight=0 0.0115628 0.0023567 0.00920609 0.00819747 0.00671945 0.00567454 0.00264945 0.00302509
internal_count=3910 3656 332 3324 2993 2708 2437 565 1872
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=10
num_cat=0
split_feature=1 4 15 3 47 0 2 3 52
split_gain=2.59947e-05 7.56256e-05 4.83148e-05 7.03569e-05 5.50872e-05 8.28928e-05 6.08283e-05 5.28722e-05 2.36202e-05
threshold=0.076710000000000014 -0.083329999999999987 0.079360000000000014 -0.10315499999999998 0.081320000000000017 -0.10209999999999998 0.089785000000000018 0.11265500000000002 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 6 -6 -5 -8 -1
right_child=2 -3 -4 4 5 -7 7 -9 -10
leaf_value=0.01590657094411679 0.02729403584990089 -0.02184467466991287 -0.016106359784586521 -0.0095951278198185951 -0.031964265557785913 0.0051464611807356788 0.033661109229123742 0.0043562225224258516 -0.0049860318038031448
leaf_weight=0.001122054032799615 0.0012791986829541252 0.001813637898860355 0.0011452534567545957 0.0011516640174526671 0.0010135386667193547 0.0014819476459042935 0.0011695458130559265 0.0013000227058804379 0.0010451782562940835
leaf_count=277 286 1554 496 339 113 261 241 166 177
internal_value=0 -0.00677781 0.00300655 0.00596617 0.00150584 -0.00992601 0.00938383 0.0182345 0.00583082
internal_weight=0 0.00398087 0.00854117 0.00739592 0.00611672 0.00249549 0.00362123 0.00246957 0.00216723
internal_count=3910 2008 1902 1406 1120 374 746 407 454
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=11
num_cat=0
split_feature=11 484 3 1 2 13 0 16 133 47
split_gain=2.80262e-05 2.92112e-05 5.45409e-05 6.10945e-05 8.57808e-05 7.11026e-05 7.20462e-05 9.74233e-05 6.04776e-05 5.51678e-05
threshold=0.079700000000000007 0.087495000000000017 -0.12008499999999998 0.088010000000000019 0.087005000000000013 -0.0024749999999999993 -0.10071499999999999 -0.073459999999999984 0.084285000000000013 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 7 -7 -6 -5
right_child=-2 -3 3 5 8 6 -8 -9 -10 -11
leaf_value=0.024569846973529371 -0.016111979394628502 -0.014499047668342986 0.013078555294111137 0.038340988665198049 -0.035466860455557324 -0.008931788067603811 -0.02274580490295143 0.029781057264981231 -0.0039721147952637313 0.0054153689794389503
leaf_weight=0.0010466441685857307 0.0010042898706020291 0.0010608087155067397 0.0011225963974114965 0.0010184842286473548 0.0012676102839070569 0.0015202466400898226 0.0011068230378115454 0.0011356734886145969 0.0011747329704698047 0.0010170465704540256
leaf_count=164 254 350 680 605 637 113 238 63 599 207
internal_value=0 0.00130922 0.00292015 0.000500089 -0.00980168 0.0068339 -0.00131089 0.00762185 -0.0203183 0.0218898
internal_weight=0 0.0114707 0.0104099 0.00936321 0.00356494 0.00579827 0.00376274 0.00265592 0.00244234 0.00203553
internal_count=3910 3656 3306 3142 1916 1226 414 176 1236 812
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=10
num_cat=0
split_feature=4 1 16 15 52 16 3 4 1
split_gain=2.47452e-05 6.52848e-05 3.62109e-05 6.28157e-05 6.8598e-05 0.000113062 6.95694e-05 6.09581e-05 2.28894e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.085285000000000014 1.0000000180025095e-35 0.0072950000000000003 -0.078669999999999976 -1.0000000180025095e-35 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=-0.018650842276188153 -0.0079533118495377485 0.023794150319526818 -0.027168949521921861 -0.021681941761901437 0.0377038446481886 -0.0036919168024256628 0.015945314995956066 -0.01992088541723433 0.0013003120711969109
leaf_weight=0.0012003637665114588 0.0012422611412260904 0.0013534210895502462 0.001010295160700525 0.0011673385158307622 0.0012705888054243184 0.0013724922351154192 0.001766344942818836 0.0010300394739356667 0.0010033948487779415
leaf_count=148 196 353 790 1102 578 113 350 205 75
internal_value=0 0.00860021 -0.00237834 -0.000112466 0.00326582 0.016208 -0.00384574 0.00235549 -0.00944932
internal_weight=0 0.00259568 0.00982086 0.00862049 0.00745316 0.00264308 0.00481007 0.00379978 0.00203343
internal_count=3910 549 3361 3213 2111 691 1420 630 280
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=12
num_cat=0
split_feature=484 474 160 50 133 133 2 2 160 16 1
split_gain=0.000123137 7.5513e-05 9.01274e-05 9.88866e-05 0.000129525 8.9126e-05 0.000111238 9.59946e-05 7.58629e-05 7.70003e-05 8.11883e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.088160000000000002 0.099765000000000006 -0.0056849999999999991 0.11203000000000002 0.098195000000000018 0.087825000000000014 -0.08286499999999998 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 -7 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00064401344459570522 -0.00045931272650236887 0.00050179183238494951 -0.00042501482866609015 0.00063659209947429627 -0.0006554410847324784 0.00060877976423144033 -0.00027575832239757085 0.00074304068620341336 -0.00032159542387785798 -0.00033907757118409061 0.0004132345864543778
leaf_weight=0.0010963831818844418 0.0014917314064713623 0.0012327296704149416 0.0012120835354638261 0.0010174551376700416 0.0010537788463065656 0.001555903268883749 0.0018494160625877384 0.0013122459396694864 0.0010488080576673236 0.0010969430863309619 0.0011091839668630667
leaf_count=612 556 318 680 299 331 194 291 202 116 207 104
internal_value=0 3.83854e-05 -6.42755e-06 5.35932e-05 -4.3433e-06 7.03594e-05 0.000145673 0.000272962 0.000144739 0.000274747 3.91656e-05
internal_weight=0 0.0139803 0.0127475 0.0112558 0.0102384 0.00918458 0.0079725 0.00612308 0.00481084 0.00376203 0.00220613
internal_count=3910 3298 2980 2424 2125 1794 1114 823 621 505 311
is_linear=0
shrinkage=0.00196078


Tree=3448
num_leaves=10
num_cat=0
split_feature=14 15 43 133 42 15 15 16 4
split_gain=2.61645e-05 4.6363e-05 5.3757e-05 8.02782e-05 0.000102137 8.41176e-05 7.82209e-05 0.000118398 0.000104701
threshold=-0.13131999999999996 -0.106555 0.14198000000000002 1.0000000180025095e-35 0.08622500000000001 0.079360000000000014 -0.017214999999999998 -0.063614999999999991 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.015564844089819353 0.016401108342272784 0.0072088767494736666 0.019919742041022828 -0.024311533903310503 0.023077210013096369 -0.031347916665915819 -0.0073455407597736947 -0.038222810163908598 0.037433507097435766
leaf_weight=0.0010033904276645121 0.0017213927245169581 0.0013281273488186703 0.0010532386027597108 0.0015893302603550829 0.0015675225115356489 0.0010480652349811222 0.0010849423291271754 0.0010097306691242642 0.0010066257985243418
leaf_count=172 507 184 230 1210 626 467 214 178 122
internal_value=0 0.00127837 -0.0014088 -0.0040105 0.000569338 -0.00587186 0.00015614 -0.0124133 0.0142056
internal_weight=0 0.011409 0.00968758 0.00863434 0.00704501 0.00547749 0.00442943 0.00233786 0.00209157
internal_count=3910 3738 3231 3001 1791 1165 698 362 336
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=13
num_cat=0
split_feature=13 484 484 133 133 15 13 12 4 0 0 16
split_gain=6.93961e-05 9.13663e-05 8.36264e-05 8.63252e-05 0.000162541 8.40502e-05 0.000196603 0.000104294 0.000188599 0.00016018 0.000120229 9.10821e-05
threshold=-0.45122499999999993 -0.0043499999999999988 0.088645000000000015 0.092000000000000012 0.065880000000000008 1.0000000180025095e-35 0.0015650000000000002 0.093375000000000014 -0.0010999999999999996 -0.13027499999999997 -0.23129999999999998 -0.010344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 8 11 10 -10 -3
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=0.00041133567320307351 -0.00060921151995368375 0.00023608513156457716 -0.00050636555054101083 -0.00051244560994364414 0.00082356684542037875 -0.00066774045821445347 0.00041620215812398657 -0.00032758804660579515 -0.00019256283656782992 -0.00055872332572028669 0.00073548060231009085 0.0010092091782546108
leaf_weight=0.0013613867310652032 0.0010483965725446289 0.001048839197537235 0.0011831396483167169 0.0010017491848795966 0.0010483572840017897 0.0017861696498649368 0.001005485798319267 0.0015741359085423793 0.0010290493497593367 0.0014109364931578585 0.0011217408779910618 0.0013272170618186772
leaf_count=112 607 123 305 560 319 715 159 323 67 294 102 224
internal_value=0 -5.15613e-05 -8.37253e-06 3.93214e-05 8.8012e-05 1.31715e-05 -0.000277331 0.000121131 0.000240089 -4.53323e-05 0.000291457 0.000667937
internal_weight=0 0.0145852 0.0135368 0.0123537 0.0113519 0.0103036 0.00279166 0.00751192 0.00593778 0.00356173 0.00215079 0.00237606
internal_count=3910 3798 3191 2886 2326 2007 874 1133 810 463 169 347
is_linear=0
shrinkage=0.00196078


Tree=3450
num_leaves=10
num_cat=0
split_feature=48 50 4 12 3 150 12 43 0
split_gain=2.49574e-05 7.1106e-05 0.000129375 8.30192e-05 8.3498e-05 7.08258e-05 8.28001e-05 9.65092e-05 4.30902e-05
threshold=0.11930500000000001 0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085285000000000014 0.086935000000000012 -0.08799499999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 -5
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.024945116021688786 -0.014925225495129632 -0.023480184826763496 0.036823614848399702 0.00012035574016444819 0.023762496597267077 -0.025477974394890898 0.012082236077522299 -0.028084777707164693 0.024498168019462901
leaf_weight=0.0011659484611299198 0.001038277090136785 0.0010531120505073805 0.0010638643538799274 0.0012508681714888533 0.0016375875494503145 0.0010359848220823408 0.0010585066694198239 0.0013754809206165018 0.0017250186761038576
leaf_count=258 161 643 358 168 114 216 292 1082 618
internal_value=0 0.00127139 0.00379884 3.29996e-07 0.00359844 -0.0015243 0.00306281 -0.0106167 0.0142513
internal_weight=0 0.0113664 0.0103133 0.0092494 0.00808345 0.00644586 0.00540987 0.00243399 0.00297589
internal_count=3910 3749 3106 2748 2490 2376 2160 1374 786
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=10
num_cat=0
split_feature=11 39 13 0 16 4 4 52 0
split_gain=2.65111e-05 3.16266e-05 8.6527e-05 8.38368e-05 6.39294e-05 4.62227e-05 9.7429e-05 4.98224e-05 6.09524e-05
threshold=0.077330000000000024 0.005105000000000001 -0.10023999999999998 -0.053834999999999994 -0.27337499999999998 -0.0037349999999999992 -0.083329999999999987 -0.07984999999999999 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7 -9
right_child=-2 -3 3 -5 5 7 -8 8 -10
leaf_value=0.018551532815434063 -0.014559115258517148 0.014214772423983472 -0.023507956638755045 -0.028708282894347903 0.015609754020260443 0.029359021435917093 -0.026513747735395291 0.01901862247354312 -0.015037478896314037
leaf_weight=0.0018606402067887452 0.0011463769437771712 0.0016448926935107326 0.0010374141822664038 0.0012927162155958365 0.0010032247718664172 0.0010366980874018635 0.001212962116116554 0.0010885093722610151 0.0010161182843101205
leaf_count=271 279 445 200 330 438 161 1352 56 378
internal_value=0 0.00140789 -0.00079836 -0.00548161 -0.00078641 0.00361333 -0.00744526 0.0114151 0.00257627
internal_weight=0 0.0111932 0.00954828 0.00768764 0.00639493 0.00535751 0.00221619 0.00314133 0.00210463
internal_count=3910 3631 3186 2915 2585 2385 1790 595 434
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=10
num_cat=0
split_feature=49 151 4 42 2 12 43 457 1
split_gain=2.57447e-05 6.64404e-05 6.56694e-05 6.9548e-05 8.73552e-05 5.33823e-05 6.54486e-05 5.32507e-05 1.17418e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.27608500000000008 0.091955000000000023 0.10393500000000001 0.090385000000000007 -0.0037249999999999996 0.084715000000000013 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 -1 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.002711748100261536 -0.025011181083001169 -0.017218360521531539 0.022366117060175248 -0.027048497007684053 -0.018270382921763889 0.025657293717903863 0.020059623831225955 0.025985658614559731 0.0048750322016842245
leaf_weight=0.001650869452617167 0.0011537164334622626 0.0011855206578132447 0.0011880951712062195 0.0010312434088478543 0.001705741532584292 0.0012718453758877746 0.0010007506380432709 0.0010629308104431164 0.0010368853091044378
leaf_count=357 388 807 324 623 360 481 270 148 152
internal_value=0 -0.002506 0.00057765 -0.00300183 0.000997359 0.00830899 0.00146341 0.00852834 0.0123327
internal_weight=0 0.0095738 0.00842008 0.00723199 0.00620074 0.004495 0.00322316 0.0027138 0.00203764
internal_count=3910 3405 3017 2693 2070 1710 1229 505 422
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=9
num_cat=0
split_feature=1 52 0 0 1 1 16 151
split_gain=2.42072e-05 5.40844e-05 6.99206e-05 6.75014e-05 6.91325e-05 0.000128582 4.73189e-05 3.74109e-05
threshold=0.12811000000000003 0.11588000000000002 -0.077944999999999987 -0.099864999999999995 0.11097000000000001 0.094385000000000011 0.15100500000000003 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 -1
right_child=-2 -3 6 -5 -6 -7 -8 -9
leaf_value=0.0076941246595734342 0.01148656048344299 -0.021844840469968041 0.026105187406583352 -0.023058255896434572 -0.018646419435956237 0.034802496128202395 0.0016926958035655651 -0.018736471748126399
leaf_weight=0.0010176610775450706 0.0015806429614467791 0.0011924556708323717 0.0014536415755727998 0.0016077416028108258 0.0013216862756631276 0.001186396235405696 0.0017496361118747739 0.0011303730308984926
leaf_count=79 338 565 521 1454 114 160 426 253
internal_value=0 -0.00177454 0.00075346 -0.00539222 0.000707809 0.00837935 0.012771 -0.00621461
internal_weight=0 0.0106596 0.00946714 0.00626386 0.00465612 0.00333443 0.00320328 0.00214803
internal_count=3910 3572 3007 2060 606 492 947 332
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=10
num_cat=0
split_feature=1375 150 151 16 15 0 52 12 12
split_gain=2.3525e-05 3.35564e-05 6.46968e-05 6.72643e-05 6.26262e-05 8.07405e-05 5.05915e-05 0.000168649 5.45453e-05
threshold=-1.0000000180025095e-35 0.083205000000000015 -1.0000000180025095e-35 -0.25582999999999995 -0.10192499999999999 -0.10131499999999999 0.083750000000000005 0.088325000000000015 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -8
right_child=1 -3 3 4 5 6 8 -9 -10
leaf_value=-0.014014629212868085 -0.023906402550125397 0.015499123810707944 0.019863208607383206 -0.024705322803313005 0.026938586593405964 -0.041022255976360437 0.022558243250834272 0.010358398182907678 -0.0090664121529287021
leaf_weight=0.0010984318875548868 0.0010770597325989303 0.0014521054513666086 0.0017065888099557225 0.0010573575440973324 0.0010441013127381327 0.0011830079393724191 0.0011390956453405654 0.001388771337534431 0.0010463879581758908
leaf_count=180 326 384 350 300 159 518 284 743 666
internal_value=0 0.00132725 -0.000806984 0.00209769 -0.00232273 0.00175673 -0.00377007 -0.0132765 0.00741667
internal_weight=0 0.0110945 0.00964237 0.00856531 0.00685872 0.00580136 0.00475726 0.00257178 0.00218548
internal_count=3910 3730 3346 3020 2670 2370 2211 1261 950
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=12
num_cat=0
split_feature=484 133 133 160 151 15 15 16 160 15 0
split_gain=0.000145751 8.07006e-05 0.000101898 8.49986e-05 0.000102312 8.98839e-05 0.000118566 0.000106452 8.42977e-05 8.05549e-05 7.38012e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.091575000000000017 -0.088114999999999985 1.0000000180025095e-35 0.090325000000000003 0.05259500000000001 -0.080184999999999992 -0.095799999999999982 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -6 -10 -9
right_child=1 -3 -4 -5 5 6 -8 10 9 -11 -12
leaf_value=-0.0007078759522928165 0.00064492188729709475 -0.00049205274568842646 0.00054622630723705331 -0.0005120873359144532 -0.00052892002057049171 -0.00076075447753834533 9.8636375267981006e-05 0.00080655301702407193 -0.00017195232828580258 0.00045526556004254879 0.00012425206825637596
leaf_weight=0.0010683125852535046 0.0010790971325769253 0.0010038439288526926 0.0016126762996485902 0.0010495117477573495 0.0011031042696044652 0.0011845471906808056 0.0012887152654534398 0.0011696636158167535 0.0018192948475027656 0.0013877794184135848 0.0012726644277002903
leaf_count=612 126 481 514 122 228 560 365 189 265 262 186
internal_value=0 4.35511e-05 8.50148e-05 1.95084e-05 7.36494e-05 6.83019e-06 -0.000312961 0.000123961 -6.13612e-05 9.94602e-05 0.000451015
internal_weight=0 0.0139709 0.0129671 0.0113544 0.0103049 0.00922577 0.00247326 0.00675251 0.00431018 0.00320707 0.00244233
internal_count=3910 3298 2817 2303 2181 2055 925 1130 755 527 375
is_linear=0
shrinkage=0.00196078


Tree=3456
num_leaves=12
num_cat=0
split_feature=484 133 133 474 160 12 15 151 2 2 1
split_gain=0.000138621 7.69837e-05 9.84166e-05 8.2257e-05 0.000119599 0.000116742 0.000143467 0.000169354 0.000151953 8.50155e-05 2.29846e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.084420000000000009 -0.080734999999999987 -0.023959999999999995 1.0000000180025095e-35 -0.0088999999999999982 0.087995000000000004 0.086915000000000006 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 -8 -10
right_child=1 -3 -4 -5 5 6 9 8 10 -11 -12
leaf_value=-0.00067947891949677144 -0.00057549763104174784 -0.0004780143844721172 0.00052281813403947427 0.00051612912306610987 -0.00055336069855845742 -0.0003053447881066092 7.2520640876406472e-05 0.00010403645206503567 0.00064490014741844411 -0.0006576008608727773 0.0010505187970631486
leaf_weight=0.0011053941788928519 0.0013820699906633054 0.0010184938980361451 0.0016932928120557819 0.0011411263415465221 0.0011027897121580208 0.0013152315480164925 0.0013306984316749787 0.0019316005629513903 0.0010075684164093878 0.0011370954055723945 0.0011502987085723268
leaf_count=612 356 481 514 232 229 184 486 187 152 305 172
internal_value=0 4.13839e-05 8.1485e-05 1.64933e-05 -3.85544e-05 4.41275e-05 0.000127824 0.000306687 0.000503525 -0.0002639 0.000861124
internal_weight=0 0.0142103 0.0131918 0.0114985 0.0103574 0.00897528 0.00787249 0.0054047 0.00408947 0.00246779 0.00215787
internal_count=3910 3298 2817 2303 2071 1715 1486 695 511 791 324
is_linear=0
shrinkage=0.00196078


Tree=3457
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 133 16 15 0 150 15
split_gain=0.000105245 9.53078e-05 6.69334e-05 0.00013728 8.82811e-05 0.000132308 0.000136803 9.74029e-05 0.000129293 8.03086e-05 3.00837e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084145000000000011 0.083815000000000014 -0.055679999999999993 -0.03231499999999999 -0.10783 0.081245000000000026 0.088790000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4 -9
right_child=1 -3 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00060485429922064505 -0.00035069630472070066 -0.00054063745770513395 -0.00029116854575261244 0.00069316695685890043 0.00059849337749906507 0.00059936722857444925 -0.00058851351780317407 -0.00054603414793141986 0.00081060973728991586 0.00038133161139700713 -6.8802670051098383e-05
leaf_weight=0.0010453700511609499 0.0012089840357869157 0.0010026148176312767 0.0015747636954227826 0.0014716668968545949 0.0010145253701722085 0.0011768340078322044 0.0017479221054686276 0.0010280236304443715 0.0010406764171374608 0.0012052084932547349 0.0010036591157500385
leaf_count=612 347 481 179 135 236 357 433 444 286 107 293
internal_value=0 4.09796e-05 8.77343e-05 0.000134795 5.08722e-05 -1.24262e-05 -0.000107157 3.66101e-05 0.000221074 3.82177e-07 -0.00031028
internal_weight=0 0.0134749 0.0124723 0.0112633 0.00979161 0.00877709 0.00760025 0.00585233 0.00382065 0.00277997 0.00203168
internal_count=3910 3298 2817 2470 2335 2099 1742 1309 572 286 737
is_linear=0
shrinkage=0.00196078


Tree=3458
num_leaves=13
num_cat=0
split_feature=11 48 0 51 2 40 159 16 52 0 1 4
split_gain=8.44962e-05 7.1309e-05 8.68553e-05 8.12868e-05 8.96574e-05 0.000131108 0.000137188 6.87912e-05 0.000130456 6.28725e-05 5.00058e-05 4.73731e-05
threshold=0.08184000000000001 0.097140000000000018 -0.16443499999999997 0.08955500000000001 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.41022000000000008 0.086950000000000013 -0.083424999999999985 0.092010000000000022 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 9 10 11 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00068707932226758593 -0.00053591697216628486 -2.7747183410390944e-05 0.00078586352072591858 -0.00049172386794803257 0.00043269681041527606 0.00022534344259742047 -0.00054600010706492099 0.00062381211623001439 -0.00056819257278375632 -0.0002060315562828884 -2.8570373109102559e-06 0.00077023601372530257
leaf_weight=0.0010746212979016552 0.001060305582781162 0.0010083200220832589 0.001009502346287521 0.0012529123012823126 0.0018211961958618647 0.00125961869079941 0.0012805424810455185 0.0010178119450152626 0.0010117920353580829 0.0010852015646160428 0.0011630299620555961 0.0011957855552704143
leaf_count=221 224 60 279 336 401 431 349 108 705 526 101 169
internal_value=0 3.79238e-05 0.000379297 -1.87117e-05 3.56113e-05 -4.39594e-05 4.22809e-05 0.000154161 7.05254e-05 0.000207919 0.000332067 0.000490707
internal_weight=0 0.0141803 0.00201782 0.0121625 0.0109096 0.0090884 0.00801378 0.00673324 0.00571543 0.00470364 0.00361843 0.0024554
internal_count=3910 3686 339 3347 3011 2610 2389 2040 1932 1227 701 600
is_linear=0
shrinkage=0.00196078


Tree=3459
num_leaves=10
num_cat=0
split_feature=133 52 16 133 1 4 15 0 48
split_gain=9.39233e-05 9.435e-05 0.000141667 7.71489e-05 0.000138045 8.47513e-05 0.000153147 0.000116296 0.000109547
threshold=0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.083815000000000014 1.0000000180025095e-35 0.0057500000000000008 -0.095799999999999982 -0.11756999999999999 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00046941667844195112 -0.00058465394361898783 -0.00052447510766000585 0.0006084395348268201 0.00041968693049470598 0.00011417434736262981 -0.00036466687134034892 0.00068319741908196593 0.00042034732726778335 -0.00059697536548071657
leaf_weight=0.001345885805587403 0.0010394045096835539 0.0019946202697856503 0.0016753327247721094 0.0014622312002508112 0.0019822980327475117 0.0017947992683230406 0.0017408729438205661 0.0012178840513032098 0.0014361412868177268
leaf_count=391 557 980 186 573 514 148 190 180 191
internal_value=0 2.53163e-05 7.53648e-05 -1.43371e-06 -6.20021e-05 5.08783e-05 0.000220212 -4.73231e-05 -0.000184591
internal_weight=0 0.0146501 0.0133042 0.0116288 0.0101666 0.008172 0.00475356 0.00301268 0.00341844
internal_count=3910 3353 2962 2776 2203 1223 518 328 705
is_linear=0
shrinkage=0.00196078


Tree=3460
num_leaves=10
num_cat=0
split_feature=11 3 49 0 133 160 4 16 2
split_gain=2.45539e-05 3.26632e-05 4.71965e-05 7.57961e-05 5.15741e-05 8.89646e-05 6.61364e-05 6.14272e-05 3.98528e-05
threshold=0.077330000000000024 -0.12008499999999998 -0.00064499999999999985 -0.10783 -1.0000000180025095e-35 -1.0000000180025095e-35 0.074650000000000008 -0.025139999999999999 0.096750000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 -6 7 -7 -3
right_child=-2 2 4 -5 5 6 -8 -9 -10
leaf_value=0.017852244294005195 -0.013977700756044341 0.014626635969127711 -0.015539590379120997 -0.03239065398159207 -0.014002037528589223 0.023111456076217285 0.032250150693587783 -0.0057862403292387593 -0.013119200805858239
leaf_weight=0.0010829679077397616 0.0011533571657052584 0.0010166120174950346 0.001119286711793779 0.001058988217026094 0.0014131038179868221 0.0012666279441731964 0.0014600290964923322 0.0017545090227277732 0.0010548207464269252
leaf_count=168 279 93 938 479 672 507 237 386 151
internal_value=0 0.00134422 -0.000418173 -0.010628 0.00413887 0.00787569 0.0147747 0.00632927 0.000497824
internal_weight=0 0.0112269 0.010144 0.00313042 0.00701356 0.00589427 0.00448117 0.00302114 0.00207143
internal_count=3910 3631 3463 723 2740 1802 1130 893 244
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=13
num_cat=0
split_feature=39 48 50 2 160 457 43 13 2 2 39 15
split_gain=7.64063e-05 0.000166772 0.000154109 0.000163214 0.000107863 0.000144523 6.70735e-05 9.39352e-05 6.55794e-05 0.00010284 6.02891e-05 5.28857e-05
threshold=0.005105000000000001 0.11930500000000001 0.088425000000000017 0.11542500000000001 0.090735000000000024 0.082870000000000013 -0.074254999999999988 -0.003375 0.10362500000000001 0.091025000000000009 0.096625000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 11 -2 -8
right_child=10 -3 -4 -5 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=0.00051989052977874373 0.00066985474124766243 -0.00078667496743041834 -0.00066926271797957554 0.00074564190842817991 -0.00059255620878797546 0.00067019728843344139 -0.00059852898379709975 -0.00021077916733932447 -0.00052707382862800147 0.00045865941444652743 2.2424568494236004e-05 4.6207881155683448e-07
leaf_weight=0.0015587259764704908 0.0010478606230489966 0.0011266731656575579 0.0011915894466036402 0.0012323354165320608 0.0010910252808472168 0.0012803984134779414 0.0010276978977415226 0.0011951409626394481 0.001464381095622286 0.0011112984251068188 0.001170898828069245 0.0012633621297820895
leaf_count=469 253 115 617 302 250 143 205 223 191 267 206 669
internal_value=0 -6.43525e-05 1.19392e-06 7.23702e-05 -1.06656e-05 6.06586e-05 -4.17548e-05 0.00020279 -0.000180131 -3.08068e-05 0.000328188 -0.000268227
internal_weight=0 0.0135426 0.012416 0.0112244 0.00999203 0.008901 0.00762061 0.00275387 0.00486674 0.00340236 0.00221876 0.00229106
internal_count=3910 3451 3336 2719 2417 2167 2024 692 1332 1141 459 874
is_linear=0
shrinkage=0.00196078


Tree=3462
num_leaves=9
num_cat=0
split_feature=39 42 51 42 43 2 51 12
split_gain=2.47267e-05 4.93346e-05 3.76152e-05 8.6728e-05 4.53733e-05 5.43468e-05 5.65516e-05 3.89644e-05
threshold=0.005105000000000001 0.091955000000000023 -0.07742499999999998 -1.0000000180025095e-35 -0.077544999999999989 0.089910000000000004 0.092720000000000011 0.089855000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.014734172893557175 0.011004056739947251 -0.01979172329209038 -0.023414386678527025 0.025322602045858397 -0.011257156139955799 0.026241916023895973 -0.0097294444559881867 0.0027499416591227682
leaf_weight=0.0013497822346270798 0.0017310419854982264 0.0013440636572223516 0.001053122242919635 0.0011719310223875607 0.0017019920122306065 0.0018200128948637675 0.0010646498491172982 0.0011535271559884892
leaf_count=493 459 669 856 501 493 222 123 94
internal_value=0 -0.00188163 0.000702621 0.00331853 0.00739153 0.00373067 0.0100476 0.0171287
internal_weight=0 0.0106591 0.00931502 0.00796524 0.00691211 0.00574018 0.00403819 0.00297354
internal_count=3910 3451 2782 2289 1433 932 439 316
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=13
num_cat=0
split_feature=484 133 156 457 0 1 0 15 3 42 15 13
split_gain=7.5949e-05 7.41337e-05 8.28366e-05 0.00010303 9.95041e-05 0.00012799 0.000118842 0.000130879 0.000181357 9.74982e-05 8.52928e-05 1.40179e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.089935000000000001 0.10412500000000001 -0.075584999999999986 1.0000000180025095e-35 -0.10575999999999998 -0.087539999999999993 0.092005000000000017 -1.0000000180025095e-35 -0.015439999999999997 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -6 -11 -12
right_child=1 -3 -4 -5 9 6 -8 -9 -10 10 11 -13
leaf_value=-0.00050060020499231828 -0.00043661232443739829 -0.00047453120702957842 -0.00047057467664238044 -0.00047403624579214944 -9.8955582511168021e-05 0.0005355817885908282 -0.00028112951315411845 0.00088370504179886486 -0.00050479656769355358 0.0010222212989210813 0.000181989114461564 0.00050753405080082028
leaf_weight=0.0011184312351392297 0.0017416746702330239 0.0010411739874603551 0.0010138986121033091 0.0010554276679781141 0.0010927151064992723 0.0015838310259824987 0.0015752967375181493 0.0012382166924780704 0.0010858212273104073 0.0010962219222368846 0.0010235199798246386 0.0010107031217086622
leaf_count=612 993 481 320 76 156 135 413 152 108 245 101 118
internal_value=0 2.96228e-05 6.84553e-05 0.000112165 0.000166209 2.64465e-05 0.000173533 0.000356811 0.000112431 0.000405309 0.000581329 0.000343736
internal_weight=0 0.0145585 0.0135173 0.0125034 0.011448 0.00722484 0.00548317 0.00390787 0.00266965 0.00422316 0.00313045 0.00203422
internal_count=3910 3298 2817 2497 2421 1801 808 395 243 620 464 219
is_linear=0
shrinkage=0.00196078


Tree=3464
num_leaves=12
num_cat=0
split_feature=484 133 156 15 42 4 150 1 1 47 51
split_gain=8.84823e-05 7.9214e-05 9.59873e-05 0.000103351 0.000252359 0.000201681 0.000169935 0.000191529 0.000140691 7.26661e-05 3.72783e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 1.0000000180025095e-35 0.08401500000000002 -1.0000000180025095e-35 0.085075000000000026 0.10752500000000002 0.077800000000000022 0.11939500000000002 0.0041800000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 -7 -2 -9 -10
right_child=1 -3 -4 4 -6 6 -8 9 10 -11 -12
leaf_value=-0.00053031928513441317 0.00017378018078024497 -0.00048861252916410124 -0.00051061540539814535 -0.00062607132103553514 0.00048760340339332387 -0.00076144819882719502 0.00056300745978216549 0.00041262976641570355 0.0011693946705158319 -0.00027598908540611629 0.00064325498890436866
leaf_weight=0.0011590644865533345 0.0019059613039856104 0.0010421554510927295 0.001006088259645886 0.0019611622443983243 0.0013013820791264556 0.0015778114263291861 0.0014028640189320219 0.0013752279702064344 0.0010580419306460403 0.0010307386625668657 0.0010138683754616195
leaf_count=612 355 481 317 571 410 355 175 236 210 50 138
internal_value=0 3.24251e-05 7.22546e-05 0.000118696 -0.000181842 0.000223402 -2.3876e-05 -0.000230544 0.000558254 0.000117619 0.000911934
internal_weight=0 0.0146753 0.0136331 0.0126271 0.00326254 0.00936451 0.00538664 0.00398378 0.00397787 0.00240597 0.00207191
internal_count=3910 3298 2817 2500 981 1519 816 641 703 286 348
is_linear=0
shrinkage=0.00196078


Tree=3465
num_leaves=13
num_cat=0
split_feature=133 3 50 47 4 12 52 16 15 1 12 3
split_gain=8.44264e-05 0.000110786 9.06554e-05 0.000125559 7.86317e-05 0.000101781 0.000127952 0.000163108 7.41355e-05 9.73457e-05 8.11339e-05 5.51502e-05
threshold=0.10599500000000002 0.16699000000000003 0.086465000000000014 0.117025 0.24280000000000004 0.096535000000000024 0.091210000000000013 0.070590000000000014 -0.0071449999999999994 0.091845000000000024 0.084100000000000022 -0.005644999999999999
decision_type=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 -6
right_child=-2 -3 -4 -5 11 -7 -8 -9 10 -11 -12 -13
leaf_value=-0.00041826558804670619 -0.00054291153553456828 0.00062736790057436138 -0.00048569405230883229 -0.00059225930112388433 0.00075093521839554047 -0.0005266758802207395 0.00069100735180608306 -0.00066521587951502497 0.00072610151287382364 0.0003547750320001619 -3.6412760928344006e-06 0.00012100522819640326
leaf_weight=0.0014573661723202786 0.0010621013053190272 0.0011017922305668832 0.0014315835885827513 0.0011035580296603351 0.0010780417954231606 0.0011418575752564089 0.0011901782189478417 0.0011838631119426559 0.0012937421796078239 0.0010982380735623338 0.0010704085869689085 0.0010595007934757726
leaf_count=422 557 182 545 110 225 323 322 320 156 151 454 143
internal_value=0 3.01989e-05 -1.99948e-05 3.71004e-05 0.000102789 1.76703e-05 0.000102889 -1.17918e-05 0.000145445 -8.60613e-05 0.000395698 0.000438702
internal_weight=0 0.0142101 0.0131083 0.0116768 0.0105732 0.00843565 0.0072938 0.00610362 0.00491976 0.0025556 0.00236415 0.00213754
internal_count=3910 3353 3171 2626 2516 2148 1825 1503 1183 573 610 368
is_linear=0
shrinkage=0.00196078


Tree=3466
num_leaves=13
num_cat=0
split_feature=484 42 156 160 133 0 43 1 0 48 15 15
split_gain=0.000128884 7.52689e-05 7.6579e-05 8.32022e-05 9.69649e-05 0.000109461 0.000156567 0.000108968 0.000137687 0.000133084 3.62029e-05 2.09332e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.089935000000000001 -0.092169999999999988 0.099765000000000006 -0.075584999999999986 -0.074254999999999988 1.0000000180025095e-35 -0.099864999999999995 0.085790000000000019 -0.098459999999999978 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 9 10 -9 -11
right_child=1 2 -4 4 -6 6 -8 8 -10 11 -12 -13
leaf_value=-0.00067304475300564973 -0.00047112131328610785 -0.00040823281614098288 -0.00044439656646554001 -0.0003476481206352456 -0.00035960418256241681 0.0010174050291516003 0.00012306069957552894 0.00042240629701263238 -0.00043021145756271532 0.00019830487500580076 0.00089644898413561468 -0.00019623454020346854
leaf_weight=0.0010653156455677363 0.0010547642052331678 0.0010698989326906024 0.0010184256183605285 0.0016525579453466306 0.0012175715654627788 0.0014062595958109717 0.0016190163049020802 0.0011573685544053376 0.0010075511522873379 0.0010452278166530743 0.0013325392563874187 0.0010231239638013034
leaf_count=612 215 446 329 729 417 201 284 75 293 85 138 86
internal_value=0 3.34025e-05 7.26772e-05 0.000114701 0.000163516 0.000225695 0.000538785 9.44765e-05 0.000225749 0.000370741 0.000676103 3.14333e-06
internal_weight=0 0.0146043 0.0135495 0.0125311 0.0114612 0.0102436 0.00302528 0.00721837 0.00556581 0.00455826 0.00248991 0.00206835
internal_count=3910 3298 3083 2754 2308 1891 485 1406 677 384 213 171
is_linear=0
shrinkage=0.00196078


Tree=3467
num_leaves=12
num_cat=0
split_feature=484 133 156 15 42 4 3 150 1 2 47
split_gain=0.000115121 9.62309e-05 9.10509e-05 0.000106617 0.000239819 0.000175358 0.000137866 0.000120728 0.000202735 9.31102e-05 4.44282e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 1.0000000180025095e-35 0.08401500000000002 -1.0000000180025095e-35 -0.078669999999999976 0.085075000000000026 0.10752500000000002 0.092865000000000017 0.11603500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 -7 -8 -10
right_child=1 -3 -4 4 -6 7 9 -9 10 -11 -12
leaf_value=-0.00063465211528709875 1.0980188677747535e-05 -0.00054623503098984172 -0.0004941089348281043 -0.00062651526541908018 0.00047420245730609822 -0.00072792637712823288 0.001237273679225168 0.00049045400961927215 0.00043448396035376943 0.00048343721992122953 -0.00010762543018911434
leaf_weight=0.001090623122371375 0.0012501335058202733 0.0010470248063713132 0.0010123811218415843 0.0019247939961970694 0.0012586454703993021 0.0015673760914636748 0.0010973896655588561 0.001390740099250865 0.0012554649722629372 0.0014788827008516033 0.0010822666424392668
leaf_count=612 421 481 317 571 410 355 116 175 228 166 58
internal_value=0 2.61325e-05 7.11303e-05 0.000117632 -0.000191321 0.000225449 0.000545275 -5.63467e-06 -0.000182309 0.000804542 0.000183511
internal_weight=0 0.0143651 0.0133181 0.0123057 0.00318344 0.00912225 0.00382641 0.00529585 0.00390511 0.00257627 0.00233773
internal_count=3910 3298 2817 2500 981 1519 703 816 641 282 286
is_linear=0
shrinkage=0.00196078


Tree=3468
num_leaves=13
num_cat=0
split_feature=484 133 156 0 16 12 160 15 42 43 4 48
split_gain=0.000105978 0.000108003 9.73493e-05 0.000107281 0.00017925 0.000106372 9.08734e-05 7.74832e-05 0.000233995 0.000166387 0.000303727 0.000112387
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 -0.017269999999999997 0.20277000000000003 -0.0089849999999999982 -0.082234999999999989 1.0000000180025095e-35 0.08401500000000002 -0.079109999999999986 -0.00072999999999999985 0.091875000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 9 -9 -8 -11 -12
right_child=1 -3 -4 4 -6 6 7 8 -10 10 11 -13
leaf_value=-0.000590794102709515 -0.00043563196083465871 -0.00056162539280247756 -0.00049414446728924947 3.3150836786064037e-05 0.0011321498915231633 -0.00040329897922272993 -0.00031400712136381927 -0.00061887878167623752 0.00060227599932639517 0.0014036679775648465 0.00052340275201250182 -0.00025003161432675218
leaf_weight=0.0011125063226392158 0.001507352388546831 0.0010746022779279185 0.0010346826874127616 0.0013086702060804605 0.0010116931629631787 0.0010838698804658603 0.0011694104990152138 0.0013787660322795714 0.001072617011317778 0.0011029305492883702 0.0017190779382526842 0.0012457500696361826
leaf_count=612 363 481 317 192 66 438 241 513 271 88 243 85
internal_value=0 3.68574e-05 8.40257e-05 0.000131503 0.000512321 4.55444e-05 0.000128224 0.000203154 -8.45554e-05 0.000337823 0.000525213 0.000198424
internal_weight=0 0.0147094 0.0136348 0.0126001 0.00232036 0.0102798 0.00877242 0.00768855 0.00245138 0.00523717 0.00406776 0.00296483
internal_count=3910 3298 2817 2500 258 2242 1879 1441 784 657 416 328
is_linear=0
shrinkage=0.00196078


Tree=3469
num_leaves=13
num_cat=0
split_feature=484 41 474 160 42 0 1 3 43 0 0 13
split_gain=0.000103009 9.68947e-05 0.000101998 0.000100047 0.000104659 9.26495e-05 0.000174789 0.000108602 0.000103569 5.55872e-05 4.11716e-05 1.53784e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.15713499999999997 0.10339500000000001 0.11265500000000002 -0.077544999999999989 0.047345000000000005 -0.096384999999999985 0.059170000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 7 8 -6 -7 10 -10 -5
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00059465605446535046 -0.00045554028052139192 -0.00055823710185859225 0.0006137047950665063 -0.00049329982797124245 0.00021035730721913776 0.00050539838349061502 0.00083627645299975441 -0.00064316522303174879 -5.3095301925875605e-06 0.00025929465883856994 -0.00055640351847621565 -0.00014996932250726516
leaf_weight=0.0011081563676349606 0.0015163789059687129 0.0010168970470974181 0.0012055100277188766 0.0010048384124068024 0.0013178839905061317 0.0016260467919971358 0.0016936215219967923 0.001014240756231688 0.0010087825694762289 0.0010719386800962516 0.0010783442099997569 0.0010015157766900566
leaf_count=612 530 183 308 623 92 238 410 71 90 57 512 184
internal_value=0 2.54973e-05 6.93406e-05 1.61333e-05 8.22535e-05 0.000174289 0.000294924 -0.00016084 0.00010332 -0.000103639 -0.00029004 -0.000321919
internal_weight=0 0.014556 0.0135391 0.0123336 0.0108172 0.00881086 0.00647873 0.00233212 0.00478511 0.00315907 0.00208713 0.00200635
internal_count=3910 3298 3115 2807 2277 1470 1307 163 897 659 602 807
is_linear=0
shrinkage=0.00196078


Tree=3470
num_leaves=13
num_cat=0
split_feature=484 133 156 0 1 47 48 0 42 15 0 3
split_gain=9.10493e-05 8.87595e-05 9.66022e-05 0.000117286 0.000148064 0.000128271 0.000180159 0.000130316 8.94793e-05 9.4184e-05 5.49647e-05 3.17607e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 -0.075584999999999986 1.0000000180025095e-35 0.09252500000000001 0.086285000000000014 -0.10783 -1.0000000180025095e-35 -0.015439999999999997 0.076335000000000014 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 11 -5 -10 -11 -6
right_child=1 -3 -4 8 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00055003271980406552 -0.000510317807844482 -0.0005144893478884596 -0.00050645780452167387 -8.3921046070394324e-05 0.0010595050994881648 -0.00038519583193944286 -0.00027097775251554938 3.018601485292208e-05 0.0010046141906497692 -2.5661061585793618e-05 0.00060777148410026357 0.00058146726532518533
leaf_weight=0.0011181727430320003 0.0018320997642231511 0.0010676893658296245 0.0010261320931045934 0.0011839719076184411 0.0010723821719505694 0.0014871184902507991 0.0016074153909130251 0.0012798507132113709 0.00112383749937809 0.0010186589011232728 0.0010904866221635445 0.001065037376418429
leaf_count=612 1014 481 317 159 126 154 140 330 248 142 80 107
internal_value=0 3.01613e-05 7.234e-05 0.000118883 -1.78869e-05 0.000120659 0.000270373 0.000525013 0.000377249 0.000546136 0.000301841 0.000821308
internal_weight=0 0.0148547 0.013787 0.0127609 0.0083439 0.0065118 0.00502469 0.00341727 0.00441695 0.00323298 0.00210915 0.00213742
internal_count=3910 3298 2817 2500 1871 857 703 563 629 470 222 233
is_linear=0
shrinkage=0.00196078


Tree=3471
num_leaves=10
num_cat=0
split_feature=484 1375 1 52 0 12 48 15 16
split_gain=3.41918e-05 3.30974e-05 4.10377e-05 6.76583e-05 6.8086e-05 8.00044e-05 6.5356e-05 0.000127037 5.16237e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12811000000000003 0.11588000000000002 -0.077944999999999987 0.089570000000000025 0.082070000000000018 -0.0063699999999999989 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -6
right_child=1 2 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.017813571915304676 -0.014949486601988192 -0.029299759550697815 0.019022291627451629 -0.023184917445142006 0.030327061039376792 -0.025703448617766272 0.02452092083519411 0.014012446492076815 0.004271551820660538
leaf_weight=0.0010090004358005887 0.0011241794919619004 0.001181253238724652 0.0014038355714995092 0.0010532400043084386 0.0013270792770611215 0.0012210475896216912 0.0010813978303382092 0.0015869570359221352 0.001780817810282196
leaf_count=627 146 286 310 453 440 468 227 597 356
internal_value=0 0.00136828 0.00309306 0.000670773 0.00374293 -0.00340026 0.00367403 -0.00446978 0.0153973
internal_weight=0 0.0117598 0.0106356 0.00923179 0.00817855 0.00507066 0.00384961 0.00276821 0.0031079
internal_count=3910 3283 3137 2827 2374 1578 1110 883 796
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=10
num_cat=0
split_feature=1 4 0 151 4 42 16 52 16
split_gain=2.87304e-05 6.36332e-05 4.65024e-05 4.56541e-05 9.65117e-05 5.85503e-05 0.000107956 9.05934e-05 1.01521e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.089879999999999974 -0.087654999999999983 0.24280000000000004 0.08622500000000001 -0.079209999999999989 -0.080899999999999986 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -8 -6
right_child=3 2 -4 4 8 -7 7 -9 -10
leaf_value=0.0076464389417274835 0.022896645418486065 -0.03025209449304463 -0.0044775015521530412 -0.039844166122017924 0.02577316108573513 0.01296655371797982 -0.024901992532593665 0.013136280276188367 0.011775170484619344
leaf_weight=0.0019550337700885798 0.0010584945873028592 0.0012477136957470701 0.0015945788986100062 0.001080958364099445 0.0010115064534307553 0.0011046115522449322 0.0010510061578654266 0.001548757613200254 0.0010621766622925426
leaf_count=146 153 585 1469 181 296 454 261 236 129
internal_value=0 -0.00624027 -0.0157921 0.00356664 0.000583599 -0.00722502 -0.0132847 -0.00224145 0.0186031
internal_weight=0 0.00479733 0.00284229 0.00791751 0.00685902 0.00478533 0.00368072 0.00259976 0.00207368
internal_count=3910 2200 2054 1710 1557 1132 678 497 425
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=11
num_cat=0
split_feature=484 52 52 160 151 133 12 4 52 1
split_gain=3.21724e-05 3.20033e-05 7.82793e-05 4.72612e-05 6.86002e-05 0.000101575 6.87816e-05 8.66912e-05 0.000112451 3.88073e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.079684999999999992 -0.0088999999999999982 -1.0000000180025095e-35 0.095295000000000019 0.05309500000000001 0.083750000000000005 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7 -4
right_child=1 3 9 4 5 6 -8 -9 -10 -11
leaf_value=-0.017323301973757792 -0.011278338852608847 -0.018608720200054423 0.0076663210111355953 -0.020927016684000817 -0.022374372473177629 -0.016116463580370232 -0.0062799561209039931 0.040056834535670133 0.029691559106448086 0.035287964879311851
leaf_weight=0.0010015319926989967 0.0011198287539909797 0.0014030126013032818 0.0010053215096134096 0.0011462827996142665 0.0010541835545493355 0.001050235806576651 0.0014676149446718571 0.0012909382578681064 0.0010942493363967146 0.0010295450524390589
leaf_count=627 379 592 177 210 728 237 276 236 195 253
internal_value=0 0.00135345 0.00995591 -0.00183683 0.00147579 0.00578651 0.0118413 0.0195827 0.00725763 0.0216416
internal_weight=0 0.0116612 0.0031547 0.00850652 0.0071035 0.00595722 0.00490304 0.00343542 0.00214449 0.00203487
internal_count=3910 3283 809 2474 1882 1672 944 668 432 430
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=10
num_cat=0
split_feature=1 4 16 39 16 51 151 2 43
split_gain=2.60451e-05 5.34982e-05 4.8244e-05 4.3682e-05 6.5947e-05 9.9241e-05 7.80506e-05 8.25539e-05 3.67594e-05
threshold=0.085835000000000009 -0.083329999999999987 -0.014099999999999998 0.005105000000000001 -0.055679999999999993 -0.058534999999999997 -0.0088999999999999982 0.090420000000000014 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 6 -6 -2 -8 -1
right_child=3 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0077786775830108353 -0.014708811400487465 -0.032446875011304305 -0.0023369406534449379 0.02017210962401654 0.0043394957857972177 -0.036353706807296153 0.0013739115712960613 0.034915376207923947 0.015872493978939951
leaf_weight=0.0013667715444652755 0.0011110300858631445 0.0010883302971269617 0.0010412590917552242 0.0013007716074875898 0.0014198019262865944 0.0010370457287940836 0.001642095800612536 0.0013266041319436308 0.0012656992786334587
leaf_count=484 144 1004 640 372 305 329 394 166 72
internal_value=0 -0.00594032 -0.0177247 0.00343651 0.000106143 -0.0128373 0.00790078 0.0163624 0.00359287
internal_weight=0 0.00476206 0.00212959 0.00783735 0.00653658 0.00245685 0.00407973 0.0029687 0.00263247
internal_count=3910 2200 1644 1710 1338 634 704 560 556
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 160 42 15 2 1 2
split_gain=0.000124818 0.000103045 8.76166e-05 0.000135481 0.000166968 0.000144745 0.000148075 9.46509e-05 8.68566e-05 8.30746e-05 0.000139351
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 -0.095799999999999982 0.099675000000000014 0.10004000000000002 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 10 -9
right_child=1 -3 3 -5 -6 6 7 9 -10 -11 -12
leaf_value=-0.00063394810301232551 -0.00040295502955980955 -0.00055034396083605667 -0.00064628930885989901 0.00067159068448374205 0.00077384626630634776 -0.00055629602778722539 -0.00048341557730767828 -0.00034853291091923504 0.00024838697291348493 0.00077699792905553614 0.00050348058404032277
leaf_weight=0.0011446146357281381 0.0012779521929351606 0.001058011082115679 0.0012630205254884385 0.0015834448245320787 0.0011148674196012733 0.0012413147878261857 0.0012757225444271047 0.0011864883480392223 0.0012197519903820308 0.0012627518239218612 0.0019526244660261344
leaf_count=612 347 481 482 135 215 602 159 285 151 219 222
internal_value=0 3.87311e-05 8.53189e-05 0.000136888 5.63798e-05 -2.86986e-05 6.7144e-05 0.000179345 -0.000125721 0.00035229 0.000181446
internal_weight=0 0.014436 0.0133779 0.0121 0.0105165 0.00940167 0.00813865 0.00689734 0.00249547 0.00440186 0.00313911
internal_count=3910 3298 2817 2470 2335 2120 1638 1036 310 726 507
is_linear=0
shrinkage=0.00196078


Tree=3476
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 160 42 0 49 1 4
split_gain=9.75381e-05 8.377e-05 7.8383e-05 0.000149198 0.000151747 0.000149862 0.000131669 9.63956e-05 8.39776e-05 7.50156e-05 0.000107654
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 -0.084304999999999977 -0.081419999999999979 0.11052000000000002 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 10 -10
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00057921243826557613 -0.00039616474702107375 -0.00051196495763884491 -0.00067774218099024878 0.00069199165921141927 0.00074023687446361558 -0.0005316000770305084 0.00050699601863166859 0.00053169379325402027 -0.00040384589863336055 -0.00054287588998683549 0.00041457677736538972
leaf_weight=0.0010812040175973382 0.001231195505058129 0.0010094332784958979 0.0012389404262315934 0.0015434436289089 0.0010593137657971341 0.0012367788863922513 0.0010323071485370074 0.0019494482576517206 0.0010838999141483284 0.0011428072580341223 0.0014373548372394324
leaf_count=612 347 481 482 135 215 602 91 385 272 159 129
internal_value=0 3.20902e-05 7.44805e-05 0.000123904 3.77805e-05 -4.37981e-05 5.58415e-05 0.000165164 1.30183e-05 -0.000126154 6.27328e-05
internal_weight=0 0.0139649 0.0129555 0.0117243 0.0101809 0.00912154 0.0078826 0.00664582 0.00469637 0.00366406 0.00252125
internal_count=3910 3298 2817 2470 2335 2120 1638 1036 651 560 401
is_linear=0
shrinkage=0.00196078


Tree=3477
num_leaves=10
num_cat=0
split_feature=147 52 150 133 47 42 15 47 160
split_gain=2.78415e-05 6.22558e-05 4.44858e-05 3.7293e-05 5.6576e-05 9.10164e-05 9.10199e-05 6.70913e-05 5.44374e-05
threshold=1.0000000180025095e-35 0.15091000000000002 0.08882000000000001 0.098810000000000023 0.077065000000000008 0.084685000000000024 0.024640000000000006 0.10678000000000001 -0.026849999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -6 -1
right_child=-2 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=0.030203144134789729 0.015084210155774158 -0.024163796000473668 -0.017391412950980824 -0.014821148970255084 -0.026389574600569794 0.031192335922419542 -0.020618496260544572 0.0068322589194945776 0.0020924302172574791
leaf_weight=0.0010844698032486475 0.0011003477253182176 0.0011024299016048527 0.0011881960268203861 0.0010252265060030448 0.0010507954715570113 0.0015923244181791675 0.0011661411593539084 0.0014421762238578091 0.0018886165173883657
leaf_count=195 234 481 241 524 232 696 563 188 556
internal_value=0 -0.00156361 0.000823368 0.00316319 0.00540502 0.010875 0.00305905 -0.00717085 0.0123462
internal_weight=0 0.0115404 0.0104379 0.00924975 0.00822452 0.00573155 0.00413923 0.00249297 0.00297309
internal_count=3910 3676 3195 2954 2430 2010 1314 420 751
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=9
num_cat=0
split_feature=49 1 42 403 52 0 16 0
split_gain=2.63012e-05 5.78458e-05 5.13386e-05 6.60467e-05 7.09795e-05 4.88812e-05 0.000105305 9.42715e-05
threshold=-0.045004999999999996 0.10113500000000002 0.092395000000000019 0.03138500000000001 -0.074484999999999982 -0.15137999999999999 -0.14118999999999995 -0.056754999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7 -8
right_child=2 -3 -4 -5 5 6 7 -9
leaf_value=-0.0022273269400105186 -0.020620918575024447 0.027064187534596929 -0.020947159272504273 0.023248275315920858 0.017585002088442454 0.024288780416741297 -0.029215682750776711 0.0069104109963737644
leaf_weight=0.0018993821966462893 0.0017638948940215731 0.0010452013443658535 0.0013203420897446852 0.0010881183545927214 0.0015347500092596665 0.0010154852649169152 0.00161834813308192 0.0013046556887041593
leaf_count=292 638 237 742 334 167 232 1153 115
internal_value=0 0.00816991 -0.00262769 0.000277683 -0.00317599 0.00244609 -0.00345324 -0.0130911
internal_weight=0 0.00294458 0.00964559 0.00832525 0.00723713 0.00547324 0.00393849 0.002923
internal_count=3910 529 3381 2639 2305 1667 1500 1268
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=12
num_cat=0
split_feature=403 484 156 42 160 4 47 4 13 4 3
split_gain=0.00011961 9.38114e-05 9.84061e-05 0.000101105 0.000114019 9.87129e-05 0.000125583 0.000134277 0.000115514 0.000117307 6.47473e-05
threshold=0.087440000000000004 -0.0043499999999999988 0.091280000000000014 -0.097204999999999986 -0.091109999999999983 -0.00072999999999999985 0.09252500000000001 0.05309500000000001 -0.077944999999999987 -0.034289999999999994 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 7 -7 -6 10 -10
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00051928703738158438 -0.00066654825180623861 -0.0004223304627921334 -0.00050796616250291325 -0.00045014618535207208 5.6702005725688519e-05 -0.00015510371287327383 -0.00042189236017646585 0.00059056889769263938 0.0007232906321312805 0.0011992540627338687 5.3838252513180425e-05
leaf_weight=0.0010993963477068077 0.0010067046341538091 0.0011849039249060582 0.0010267344113813687 0.0010100345081480019 0.0019851541795515436 0.0017341242185357096 0.001536491640288554 0.0019984566988970245 0.0011578802167487561 0.0010422595979566831 0.0010675702961273903
leaf_count=585 349 206 313 427 447 176 148 383 261 149 466
internal_value=0 3.18633e-05 7.59516e-05 0.000123096 0.000179138 0.000239545 4.99183e-05 0.000244136 0.000429757 0.000656391 0.000402148
internal_weight=0 0.014843 0.0137436 0.0127169 0.011532 0.0105219 0.00526907 0.00373258 0.00525286 0.00326771 0.00222545
internal_count=3910 3561 2976 2663 2457 2030 707 559 1323 876 727
is_linear=0
shrinkage=0.00196078


Tree=3480
num_leaves=13
num_cat=0
split_feature=484 474 160 50 133 47 3 42 160 49 12 2
split_gain=8.89281e-05 7.52045e-05 8.87884e-05 0.000104539 0.00011893 8.90728e-05 8.58271e-05 9.15174e-05 9.30358e-05 8.05182e-05 8.18632e-05 9.11198e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.088160000000000002 0.099765000000000006 0.117025 0.12046500000000002 -1.0000000180025095e-35 0.087825000000000014 -0.081274999999999986 0.086935000000000012 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 -9 11 -11
right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 -12 -13
leaf_value=-0.00054802862044529041 -0.00045711466512510614 0.00048756700562205995 -0.0002519903877749293 0.00063345066272920217 -0.00064202387727723884 -0.00049236450169108019 -0.00035260862007686656 0.00090237319486818554 -0.00017111973903696011 0.00013485268359411204 -7.2244586519622564e-05 0.00096179590132328748
leaf_weight=0.0010990455259391402 0.0015308309013764123 0.0012631869379860711 0.0013588009144456245 0.0010560907904243197 0.001043122944816407 0.0010156786691118977 0.0012438102161931048 0.0011057028110866766 0.0012030846287789075 0.0010364664409883834 0.0013946302742068178 0.0010129876699462917
leaf_count=612 556 318 581 299 331 87 134 105 149 217 342 179
internal_value=0 3.08121e-05 -1.35659e-05 4.563e-05 -1.39797e-05 5.59292e-05 0.000122579 0.000205688 0.000313789 0.000442012 0.000294216 0.000543588
internal_weight=0 0.0142644 0.0130012 0.0114704 0.0104143 0.00937116 0.00835548 0.00711167 0.00575287 0.00454979 0.00344408 0.00204945
internal_count=3910 3298 2980 2424 2125 1794 1707 1573 992 843 738 396
is_linear=0
shrinkage=0.00196078


Tree=3481
num_leaves=13
num_cat=0
split_feature=133 52 376 160 50 48 15 1 2 4 2 13
split_gain=9.05783e-05 9.0315e-05 0.000161293 9.61437e-05 0.00013242 0.000109885 0.000183657 0.000126681 0.000135528 0.000140772 8.984e-05 9.76039e-05
threshold=0.10599500000000002 -0.27466499999999994 0.048375000000000008 0.093550000000000008 0.086465000000000014 0.091005000000000016 -0.095799999999999982 0.11198000000000001 0.10393500000000001 -0.08422499999999998 0.089785000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 9 -3 11 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00045148456541177869 -0.00055903014756807166 -0.0002855686977040132 0.00079511599062960579 -0.00052023543402959424 -0.00049082903000231175 -0.00079859609031200467 0.00035976276841317761 0.00076521879663303354 -0.00042967937084110129 -0.00018679948246529989 0.00097523995821531193 0.00058386511098870188
leaf_weight=0.0013750022799118638 0.0010864885032672448 0.0012535174959403426 0.0011014588217923048 0.0011798955533326204 0.0014242266561543511 0.0011068398236249596 0.0010031965332688293 0.0015158860740564989 0.0013011779515881526 0.0010270657811048698 0.0010045169942331051 0.0016418407316746283
leaf_count=391 557 349 174 248 480 157 121 287 204 565 244 133
internal_value=0 2.73491e-05 7.59048e-05 1.23174e-05 6.80314e-05 0.000148805 -0.000247865 0.000256887 0.000133162 0.000281805 0.000475416 0.000287293
internal_weight=0 0.0149346 0.0135596 0.0124582 0.0112783 0.00985404 0.00211004 0.00774401 0.00622812 0.00492694 0.00367342 0.00266891
internal_count=3910 3353 2962 2788 2540 2060 278 1782 1495 1291 942 698
is_linear=0
shrinkage=0.00196078


Tree=3482
num_leaves=12
num_cat=0
split_feature=484 133 156 15 42 4 150 1 3 2 47
split_gain=9.68797e-05 8.21325e-05 0.000112171 0.000137567 0.000210263 0.000169056 0.000151275 0.00016231 0.000150732 8.51564e-05 4.72019e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 1.0000000180025095e-35 0.08401500000000002 -1.0000000180025095e-35 0.085075000000000026 0.10752500000000002 -0.078669999999999976 0.092865000000000017 0.11603500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 -7 -2 -10 -9
right_child=1 -3 -4 4 -6 6 -8 10 9 -11 -12
leaf_value=-0.00057350614693317179 4.8213886912708098e-06 -0.00049679956825207639 -0.00055995178195712605 -0.00063849237764951425 0.00039793931935724268 -0.0006688589035299705 0.00056598409224307305 0.00041058615537948185 0.0012430104723894241 0.00052444131252867021 -0.00015088916881710927
leaf_weight=0.0011041453983570678 0.0012890856328884488 0.0010577443471533046 0.0010025372470003268 0.0019153023340988578 0.0012396334338535091 0.0015781964491989593 0.0014077709205375043 0.0012256334728113589 0.0010886126712891242 0.0015185962435326841 0.0010854654211811532
leaf_count=612 421 481 317 571 410 355 175 228 116 166 58
internal_value=0 2.91457e-05 7.08147e-05 0.000122026 -0.000231259 0.000243264 1.52213e-05 -0.000184133 0.000553292 0.000824472 0.000146875
internal_weight=0 0.0144086 0.0133508 0.0123483 0.00315494 0.00919336 0.00529707 0.0038893 0.00389629 0.00260721 0.0023111
internal_count=3910 3298 2817 2500 981 1519 816 641 703 282 286
is_linear=0
shrinkage=0.00196078


Tree=3483
num_leaves=10
num_cat=0
split_feature=484 124 13 15 12 151 1 12 16
split_gain=2.58279e-05 3.78936e-05 7.94606e-05 6.38567e-05 0.000192179 7.94438e-05 9.77337e-05 0.000102861 8.19373e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 1.0000000180025095e-35 0.086865000000000012 -0.044604999999999992 0.095575000000000007 1.0000000180025095e-35 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 8 -8 -7
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.01548210648569002 -0.015660446966893657 0.027731989903986783 -0.017598636062396165 -0.045331136176226708 0.0084878067549051008 -0.025107606583552228 0.039065372838327395 0.0015077017646115572 0.012097069785522042
leaf_weight=0.0010089967468724587 0.0011982237935660488 0.001165442536331311 0.0012226471836498916 0.001093023948745251 0.00168837816176985 0.0010616016227360811 0.0016812767720205328 0.0012877382278954977 0.0013380572782749228
leaf_count=627 306 157 326 381 923 349 181 235 425
internal_value=0 0.0011907 0.00310673 4.47269e-05 -0.0126617 0.00540659 0.0106457 0.0227756 -0.00436216
internal_weight=0 0.0117364 0.0105382 0.00937272 0.0027814 0.00659132 0.00536867 0.00296901 0.00239966
internal_count=3910 3283 2977 2820 1304 1516 1190 416 774
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=14
num_cat=0
split_feature=403 484 41 3 457 160 160 124 48 15 3 0 48
split_gain=0.000123457 0.000139205 0.000106513 0.000144391 0.000178406 0.000158872 0.000107961 0.000159117 0.000134581 9.73279e-05 0.000138838 7.21677e-05 2.50758e-05
threshold=0.088015000000000024 -0.0043499999999999988 0.075585000000000013 -0.12008499999999998 -0.0034949999999999994 -0.082109999999999975 0.091575000000000017 -0.018779999999999995 0.016865000000000002 -0.10192499999999999 -0.077894999999999978 -0.10071499999999999 0.09227500000000001
decision_type=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 -12 -10
right_child=-2 2 -4 4 5 6 -8 8 12 10 11 -13 -14
leaf_value=-0.00062369331038773063 -0.00068002564229322155 0.00072985705653470898 -0.00052403962741908968 -0.0007237623079074764 -0.00053936170367481484 -0.00040188403732435008 -0.00033363309776488311 -0.00031554633680201292 0.0010443310405963359 -0.00016717552929901579 0.0010097271549662442 0.00036660233949913979 0.00061585776366527276
leaf_weight=0.00115730383924689 0.0010023308614781632 0.0013850446348835825 0.0010290363594347421 0.0010185535811168519 0.0011948612096440029 0.0010886398883950786 0.0011904423909220351 0.0010058210253486022 0.0010024401129954362 0.0013035835763052653 0.0010634827980732925 0.0018169050470011432 0.0011028689701426701
leaf_count=585 343 222 186 185 476 225 168 107 87 815 83 296 132
internal_value=0 3.02223e-05 8.35103e-05 0.000130972 6.06025e-05 0.000134789 0.000218923 0.000297383 0.000401734 0.000232109 0.000363765 0.000604054 0.000819875
internal_weight=0 0.015359 0.0142017 0.0131726 0.0117876 0.010769 0.00957418 0.00838374 0.0072951 0.00518979 0.00418397 0.00288039 0.00210531
internal_count=3910 3567 2982 2796 2574 2389 1913 1745 1520 1301 1194 379 219
is_linear=0
shrinkage=0.00196078


Tree=3485
num_leaves=10
num_cat=0
split_feature=150 151 151 52 13 2 43 13 0
split_gain=2.85197e-05 7.37905e-05 6.25424e-05 4.72241e-05 5.23447e-05 6.99132e-05 4.67139e-05 9.48388e-05 3.93254e-05
threshold=0.083205000000000015 -0.024429999999999997 -0.03268999999999999 0.11588000000000002 -0.094679999999999986 0.099990000000000009 -0.053009999999999995 -0.003375 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -6 -8
right_child=1 -3 3 -5 6 -7 8 -9 -10
leaf_value=-0.024951635040885729 0.025329069878655887 -0.0097937293071091325 -0.0017482454936101879 -0.016791474488418442 0.024588663993061463 0.033801385802630417 0.00074761542713170195 -0.01148959319987466 -0.02337213048175801
leaf_weight=0.0011005500808099105 0.0013392132577885829 0.0010810030167628995 0.0010895983330643103 0.001379266676278708 0.0014881858159795751 0.001123763142619201 0.0013507509420615652 0.0014275142614516394 0.0013531309172896855
leaf_count=322 325 179 191 555 607 114 157 336 1124
internal_value=0 0.00964128 -0.00242082 0.000270855 0.00327528 0.0163009 -0.00185508 0.0069249 -0.0113229
internal_weight=0 0.00242022 0.0103128 0.00921221 0.00783294 0.00221336 0.00561958 0.0029157 0.00270388
internal_count=3910 504 3406 3084 2529 305 2224 943 1281
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=10
num_cat=0
split_feature=4 0 4 47 51 1 48 0 0
split_gain=2.90676e-05 8.57372e-05 5.52305e-05 4.74745e-05 7.31658e-05 6.14449e-05 7.0342e-05 5.5579e-05 5.36566e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.08422499999999998 0.087850000000000025 -0.07174999999999998 0.088010000000000019 0.085265000000000021 -0.084074999999999997 -0.10783
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -6 -5
right_child=1 -3 3 8 5 6 -8 -9 -10
leaf_value=-0.016122806606713964 -0.023549073998535487 0.025494064378909182 -0.019072350346183646 -0.029005406726190581 -0.015847753806083935 0.030207738035401423 0.00035489367928791433 0.014503539898872361 0.00095677414491993442
leaf_weight=0.0010411202438274881 0.001042966498374375 0.0013027001137127644 0.0010626077992934727 0.0010009002190908972 0.0013730066494967049 0.001994601137716765 0.0013061840717808241 0.0010762704397336957 0.0014836680420305514
leaf_count=192 498 223 415 106 727 643 193 589 324
internal_value=0 0.0013174 -0.00172847 0.000719374 0.00503476 0.00948974 0.0183944 -0.00251068 -0.0111134
internal_weight=0 0.0116429 0.0103402 0.00929724 0.00681267 0.00575006 0.00330079 0.00244928 0.00248457
internal_count=3910 3718 3495 2997 2567 2152 836 1316 430
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=11
num_cat=0
split_feature=133 484 156 15 42 4 1 150 1 47
split_gain=9.94972e-05 0.000105954 8.45304e-05 9.43043e-05 0.000181725 0.000156219 0.000189148 0.000140056 0.000167843 5.23995e-05
threshold=0.10599500000000002 -0.0043499999999999988 0.090135000000000007 1.0000000180025095e-35 0.08401500000000002 -1.0000000180025095e-35 0.077800000000000022 0.085075000000000026 0.10752500000000002 0.11603500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 -7 -10
right_child=-2 2 -4 4 -6 7 -8 -9 9 -11
leaf_value=-0.00071667941902335682 -0.00075625235838854249 -8.9177066169419489e-05 -0.00063120926773565427 -0.00071215336192612512 0.00026227529482324581 -0.0008271554240279332 0.00078878042641797276 0.00038674443464936859 0.00027459776802128422 -0.00031807998840527503
leaf_weight=0.001108880903364833 0.0010635479096331611 0.0018233264204706805 0.0010080618873001971 0.0019030257606187642 0.0011997020808124995 0.0016246625337919002 0.0019550223756474414 0.0013538315360831854 0.0012198059605018066 0.001082472123226319
leaf_count=536 557 355 317 571 410 355 348 175 228 58
internal_value=0 -0.000134587 -8.55758e-05 -4.03498e-05 -0.00033538 6.06975e-05 0.000365102 -0.000157102 -0.000344595 -4.06412e-06
internal_weight=0 0.0142788 0.0131699 0.0121618 0.00310273 0.00905912 0.00377835 0.00528077 0.00392694 0.00230228
internal_count=3910 3353 2817 2500 981 1519 703 816 641 286
is_linear=0
shrinkage=0.00196078


Tree=3488
num_leaves=14
num_cat=0
split_feature=403 41 158 159 50 2 150 376 52 0 16 15 4
split_gain=0.000162742 0.000113001 0.000113207 0.000110743 8.69471e-05 0.000103671 0.000109677 0.000100483 7.10217e-05 8.28887e-05 8.59744e-05 9.37926e-05 2.59713e-05
threshold=0.087440000000000004 0.075585000000000013 0.085745000000000002 0.088320000000000023 0.088425000000000017 0.11339500000000001 0.090695000000000012 0.084595000000000017 0.086950000000000013 -0.070894999999999986 -0.083564999999999987 -0.088734999999999994 0.053925000000000008
decision_type=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 -7
right_child=-2 -3 -4 -5 -6 12 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.00020333138004107078 -0.00077884768307910494 -0.00058116237120089346 -0.00054897489117054538 0.00072659201868826803 -0.0004261308090697907 -5.0018266893236483e-05 -0.00037253460210961926 -0.00025735892096370733 -5.8843181731579464e-05 0.00089418553547747348 1.6103096353310135e-05 0.00098924270257041481 -0.00048581235546871714
leaf_weight=0.0011839493165894275 0.0010099515977626183 0.0010673279481150837 0.0010190817336308113 0.0010944384093469197 0.001197992639361877 0.0010926019056312973 0.0010394611522221856 0.0010496159909016752 0.0011013295077321825 0.0014227964017996106 0.0017503169218100528 0.0011517858269806409 0.0010134309894378759
leaf_count=115 349 210 360 246 564 148 204 58 521 253 522 168 192
internal_value=0 3.40072e-05 8.05183e-05 0.000129497 7.50546e-05 0.000130621 0.000225122 0.000306226 0.000395716 0.000486592 0.000344664 0.000590876 -0.000259724
internal_weight=0 0.0151841 0.0141168 0.0130977 0.0120033 0.0108053 0.00869926 0.00765979 0.00661018 0.00550885 0.00408605 0.00233574 0.00210603
internal_count=3910 3561 3351 2991 2745 2181 1841 1637 1579 1058 805 283 340
is_linear=0
shrinkage=0.00196078


Tree=3489
num_leaves=11
num_cat=0
split_feature=484 133 156 42 0 47 1 48 15 43
split_gain=9.36835e-05 9.93803e-05 0.000121713 0.000116155 0.000120172 0.000164567 0.000129336 0.000142337 0.000101155 8.27676e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 -0.090359999999999982 -0.075584999999999986 0.09252500000000001 0.076710000000000014 0.086285000000000014 -1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -6
right_child=1 -3 -4 4 9 -7 7 -9 -10 -11
leaf_value=-0.00056324322100910343 -0.00041474948202158113 -0.00054770676165454663 -0.00058025558170406459 -0.00028746428350274951 0.00083010015840180053 -0.00059780072324502442 0.00091836223423507615 -0.00013355444580799648 0.00020861036843454567 0.0002153539084194019
leaf_weight=0.0011060531968613329 0.0013439887394876742 0.0010633616966824527 0.0010062157544527177 0.0016383339481746521 0.0015833994021681691 0.0012299667041832966 0.0016923721706132372 0.001544384795074738 0.0014196539843031077 0.0017983940642799603
leaf_count=612 330 481 317 796 230 176 239 134 269 326
internal_value=0 2.90395e-05 7.53021e-05 0.000129148 0.000196171 5.81907e-05 0.000186369 0.000353084 0.000594585 0.000503186
internal_weight=0 0.0143201 0.0132567 0.0122505 0.0109065 0.00752471 0.00629474 0.00465641 0.00311203 0.00338179
internal_count=3910 3298 2817 2500 2170 1614 1438 642 508 556
is_linear=0
shrinkage=0.00196078


Tree=3490
num_leaves=13
num_cat=0
split_feature=41 133 484 484 16 52 160 42 12 3 4 151
split_gain=0.000122871 0.000137756 0.000118713 0.000125377 0.000123397 0.000128041 0.000149343 0.000139753 0.000171283 0.000170571 0.000167516 0.000157705
threshold=0.078535000000000008 0.10599500000000002 -0.0043499999999999988 0.091130000000000017 -0.38486499999999996 -0.27466499999999994 0.090735000000000024 -1.0000000180025095e-35 0.099170000000000022 -0.08348499999999999 -0.065054999999999988 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 9 -9 -11 -12
right_child=-2 -3 3 -5 5 6 -8 8 -10 10 11 -13
leaf_value=-0.00053176000650907544 -0.00067372608928097891 -0.00066667639264096341 -0.00030602472334475731 -0.00053195610165733954 -0.00034397013759001591 -6.1100664020849151e-05 -0.00032238168095633613 0.0013160266306582828 -0.00018397090397045604 -3.0025370944067781e-05 0.0013771949524262338 0.0004199818189191818
leaf_weight=0.001137500442298039 0.0010233256843450679 0.0010264681371545481 0.0017153506338200225 0.001022826001798074 0.0011970186001760983 0.0017697460003355337 0.0011612945939001628 0.0013000445331565937 0.0010086645276246031 0.0014742505351278633 0.0010724942612761442 0.0017278220373297217
leaf_count=519 195 539 316 260 296 636 121 190 97 325 129 287
internal_value=0 2.76211e-05 7.64779e-05 0.00012792 0.000182234 0.000260425 0.000336465 0.000428063 0.000559562 0.000694096 0.000504945 0.000786585
internal_weight=0 0.0156135 0.014587 0.0134495 0.0124267 0.0107113 0.00951432 0.00835302 0.00658328 0.00557461 0.00427457 0.00280032
internal_count=3910 3715 3176 2657 2397 2081 1785 1664 1028 931 741 416
is_linear=0
shrinkage=0.00196078


Tree=3491
num_leaves=12
num_cat=0
split_feature=133 42 484 156 0 1 0 15 48 43 2
split_gain=0.000119179 0.000127233 0.000128653 0.000128483 0.000155567 0.000137736 0.000163021 0.00016634 0.000171678 0.000130722 3.0834e-05
threshold=0.10599500000000002 -0.10770999999999999 -0.0043499999999999988 0.090135000000000007 -0.075584999999999986 1.0000000180025095e-35 -0.099864999999999995 -0.11739999999999999 0.086285000000000014 -0.074254999999999988 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 10 -6 -9
right_child=-2 2 3 -5 9 6 -8 8 -10 -11 -12
leaf_value=-0.00063101734858916209 -0.00063688900183985733 -0.00055363002743555453 -0.00042432760230234695 -0.00053278930092492472 0.00091347797655025147 -0.00024064882008781262 -0.00049935780262437004 0.0010362758299407222 -4.2220340100915725e-05 0.00017348392357686746 0.00060289736900942927
leaf_weight=0.0010419677922325144 0.001104532766806803 0.001136634251146189 0.0018798290232315586 0.0010227412912335422 0.0017567928810778947 0.0014578293821716727 0.0011230140748031119 0.0013544315924754113 0.0012990673331063074 0.001921855919460474 0.0011820171025596279
leaf_count=213 557 511 921 305 246 156 377 70 98 329 127
internal_value=0 3.02185e-05 7.89645e-05 0.000134285 0.000191258 4.24386e-05 0.000179189 0.000323147 0.000537438 0.000526879 0.000834316
internal_weight=0 0.0151762 0.0141342 0.0129976 0.0119748 0.00829619 0.00641636 0.00529335 0.00383552 0.00367865 0.00253645
internal_count=3910 3353 3140 2629 2324 1749 828 451 295 575 197
is_linear=0
shrinkage=0.00196078


Tree=3492
num_leaves=11
num_cat=0
split_feature=1 0 151 4 1 15 1 1 15 16
split_gain=3.11302e-05 7.61188e-05 5.7449e-05 6.15693e-05 5.86015e-05 5.77413e-05 9.484e-05 0.000231628 5.50413e-05 5.46352e-05
threshold=0.076710000000000014 -0.084074999999999997 -0.087654999999999983 0.24280000000000004 0.11257500000000001 1.0000000180025095e-35 0.11215000000000001 0.095575000000000007 0.041585000000000004 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 -4 9 -3
right_child=2 8 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.031326603953484501 0.024198561776339566 -0.025181289865931253 -0.011577241126005767 -0.0026559108277995932 0.030909494614476951 -0.02271746152879953 -0.020055132197866379 0.048945168435521345 0.019079007401620829 0.0072377955739056452
leaf_weight=0.001009402702201706 0.0011224953842652007 0.0010491434698285526 0.0016446078513749594 0.0010093145880426507 0.0010732304249094192 0.0014446445119229174 0.0014522835362370994 0.0010273775953639893 0.0010377601994448517 0.0010303905598164752
leaf_count=1009 164 237 330 112 313 538 194 251 569 193
internal_value=0 -0.00745942 0.00307226 -2.70388e-05 0.0146419 -0.00551261 0.000513887 0.0116936 0.000268953 -0.00911792
internal_weight=0 0.0041267 0.00877395 0.00765146 0.00208255 0.00556891 0.00412427 0.00267199 0.00311729 0.00207953
internal_count=3910 2008 1902 1738 425 1313 775 581 999 430
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=10
num_cat=0
split_feature=14 16 15 1 42 133 457 1 13
split_gain=2.95669e-05 4.33619e-05 6.3308e-05 5.53188e-05 8.21912e-05 6.53354e-05 6.76702e-05 6.04599e-05 5.37019e-05
threshold=-0.13131999999999996 0.10994000000000002 -0.0039399999999999991 0.11561500000000001 0.086325000000000013 0.065880000000000008 0.041935000000000007 0.088495000000000018 -0.082534999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -4
right_child=1 2 8 -5 -6 -7 -8 -9 -10
leaf_value=-0.016444201500994269 0.0071118650335807183 0.0081266515292395033 -0.0034011879462368835 0.023905696459535244 -0.021044841065218652 0.029646779054841296 0.022158675103025174 -0.019047259974515396 -0.036067417043588255
leaf_weight=0.0010380830222879662 0.0018729298501339391 0.0013785658207047429 0.0010093091900848644 0.0013085057589244968 0.0013141319555166229 0.0010187074197306138 0.0012101593346474449 0.001672516514130242 0.0010037434578961668
leaf_count=172 749 378 40 334 1034 554 147 260 242
internal_value=0 0.00115985 -0.00838307 0.00501434 0.00152705 0.00666401 0.00174083 -0.00522835 -0.0196891
internal_weight=0 0.0117886 0.00339162 0.00839695 0.00708845 0.00577431 0.00475561 0.00354545 0.00201305
internal_count=3910 3738 660 3078 2744 1710 1156 1009 282
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=11
num_cat=0
split_feature=484 3 160 124 13 12 2 1 2 16
split_gain=2.8776e-05 3.36372e-05 3.56533e-05 5.8571e-05 9.19396e-05 6.51008e-05 0.000143373 0.000114822 5.10586e-05 4.76222e-05
threshold=-1.0000000180025095e-35 -0.15327499999999997 0.090735000000000024 -0.018779999999999995 -0.094679999999999986 0.086935000000000012 0.096750000000000017 0.090355000000000005 0.099990000000000009 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 9 -7 -5 -6
right_child=1 2 -4 4 5 7 -8 -9 -10 -11
leaf_value=-0.016417391509683951 0.017975567227153801 -0.01985857482298518 -0.017321983481995627 0.006665639843632349 0.037969459784864358 -0.037210124872111054 -0.0171495734828888 0.0072935690664110223 0.038112989250452062 0.0095461165740573922
leaf_weight=0.0010124150456958863 0.0010794399576372288 0.0011372544044239629 0.0011327263422541796 0.001016033842955409 0.0010098814500225052 0.00116117581079196 0.0016047772585387507 0.0011577814438432574 0.0010497080265644693 0.0014159635502091158
leaf_count=627 240 271 224 179 205 1038 237 374 150 365
internal_value=0 0.00115221 -0.0005473 0.00144181 0.00432036 -0.00164149 0.00603886 -0.0149908 0.0226456 0.0213788
internal_weight=0 0.0117647 0.0106853 0.00955258 0.00841532 0.00634958 0.00403062 0.00231896 0.00206574 0.00242585
internal_count=3910 3283 3043 2819 2548 2219 807 1412 329 570
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=10
num_cat=0
split_feature=124 4 1 4 12 150 1 47 2
split_gain=3.04186e-05 3.85796e-05 7.89698e-05 6.74433e-05 5.70297e-05 5.65655e-05 0.000126544 5.32145e-05 8.97826e-06
threshold=-0.061329999999999989 -0.034289999999999994 0.088495000000000018 -1.0000000180025095e-35 0.086865000000000012 0.085075000000000026 0.11198000000000001 0.09772500000000002 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 8 -8 -5
right_child=1 3 -4 5 -6 -7 7 -9 -10
leaf_value=0.015712164025618869 -0.017318497155938296 0.021359861816877795 -0.032210325359641127 -0.032667849986730876 0.010003365134626423 0.014686015519985772 0.023731354353843551 -0.0066527020132328132 -0.019389378709596714
leaf_weight=0.0010956755557804546 0.0012958707434270122 0.0015295221940809459 0.0011109503552766522 0.001036260209122519 0.0018613012419187878 0.0014746499510439361 0.0011170852576694748 0.0011909547723442744 0.0010011785934448893
leaf_count=310 468 693 511 300 789 186 210 112 331
internal_value=0 -0.00171788 -0.0092798 0.00267351 -0.00121098 -0.00223724 -0.00798019 0.0080531 -0.0261429
internal_weight=0 0.0116178 0.00426812 0.00734965 0.00315717 0.00582013 0.00434548 0.00230804 0.00203744
internal_count=3910 3600 1768 1832 1257 1139 953 322 631
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=9
num_cat=0
split_feature=484 1 42 3 42 2 3 13
split_gain=2.70136e-05 3.02051e-05 6.56463e-05 7.09329e-05 6.62085e-05 7.98316e-05 9.0629e-05 6.34523e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 0.12046500000000002 -1.0000000180025095e-35 0.086650000000000019 0.088060000000000013 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.015935687525794613 -0.011333432049387625 0.014685125655950971 -0.021695459350197021 -0.015924309852458903 -0.021198255364027831 0.035441575062790352 0.0022801087976620301 0.012726757241352284
leaf_weight=0.0010040481120353701 0.0015893928331034502 0.0014461038920042359 0.001305848252975055 0.0017207441717763915 0.0010248662423625061 0.0019556345211728253 0.0014244056338802435 0.0011932102732109388
leaf_count=627 944 316 611 115 422 565 150 160
internal_value=0 0.00115857 -0.000756506 0.00231291 0.00667903 0.0117931 0.0214668 -0.00294836
internal_weight=0 0.0116602 0.0102141 0.00890825 0.00718751 0.00559812 0.00338004 0.00221808
internal_count=3910 3283 2967 2356 2241 1297 715 582
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=14
num_cat=0
split_feature=12 156 484 39 43 52 15 4 43 15 4 47 1
split_gain=8.15333e-05 8.67467e-05 0.000107014 8.03072e-05 0.000147995 0.000101406 0.000119216 0.000118675 0.000144149 9.26548e-05 0.000159794 0.000124333 0.000223873
threshold=0.11655500000000001 0.090135000000000007 -0.0043499999999999988 0.096775000000000014 -0.15648499999999999 0.086950000000000013 -0.031229999999999997 -0.083329999999999987 -0.078844999999999985 1.0000000180025095e-35 -1.0000000180025095e-35 0.09252500000000001 0.095575000000000007
decision_type=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 -10 12 -12
right_child=-2 -3 3 -5 5 6 -8 8 9 -11 11 -13 -14
leaf_value=-0.00051439982831424848 -0.00054705548673725029 -0.00052150235710755617 0.000747798784983648 -0.00040339737735101746 0.00061857745325132421 0.00016284130207333994 -0.00077419944912477225 -0.00055405426089269623 0.00095205698390788676 -0.00032256569160605246 -0.00028144427942099675 -0.00045950763968747948 0.0010033139346493486
leaf_weight=0.0011320355199116892 0.0010287141120166347 0.0010457905822692818 0.0014476616581859574 0.0010584384715375062 0.0018179484580287944 0.0010395415072087188 0.0010485232313003873 0.0012253351551619902 0.0011338638854059744 0.0010757919339484841 0.0010293980167084135 0.0010439310239068592 0.0010567925569012749
leaf_count=551 187 357 187 141 326 241 566 428 134 362 190 88 152
internal_value=0 2.33858e-05 6.37734e-05 0.000114209 0.000160174 7.89338e-05 -0.000307694 0.000175236 5.24697e-05 0.000191651 0.000321386 9.293e-05 0.00036937
internal_weight=0 0.0151551 0.0141093 0.0129772 0.0119188 0.0104711 0.00208806 0.00838306 0.00656511 0.00533978 0.00426399 0.00313012 0.00208619
internal_count=3910 3723 3366 2815 2674 2487 807 1680 1354 926 564 430 342
is_linear=0
shrinkage=0.00196078


Tree=3498
num_leaves=14
num_cat=0
split_feature=403 41 158 3 12 52 0 124 4 3 15 2 15
split_gain=0.000134907 0.000156272 0.000111946 0.000167041 0.000147815 0.000129156 0.000109849 9.26515e-05 0.000122525 0.000118676 0.000112993 8.06772e-05 7.0583e-05
threshold=0.088015000000000024 1.0000000180025095e-35 0.085745000000000002 -0.015064999999999997 0.086935000000000012 0.0033900000000000002 -0.07773999999999999 -0.018779999999999995 0.41452500000000009 0.094625000000000015 -0.017214999999999998 0.088210000000000025 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -5 9 12 -11 -8 -9
right_child=-2 -3 -4 7 6 -7 11 8 -10 10 -12 -13 -14
leaf_value=0.00035630720986559988 -0.00069836364518534636 -0.00066087869997702268 -0.00052333038763713346 -0.00054539915978281893 -0.00029082748864017516 0.0012788563273644291 0.00081253871925530052 0.0001476608271922248 -0.00056043129595991317 3.0401821853165938e-05 0.00072551893993011223 3.0998343901149634e-05 -0.00055434678857098482
leaf_weight=0.0013436623361023315 0.0010520391534131817 0.0011808592004973603 0.001097447392182079 0.0012503621793339978 0.0014457948879707124 0.001031197261562658 0.0010015412511032449 0.0010826674645065815 0.0011159246791134884 0.0018488551882493234 0.0017501496841164494 0.0010301318598556325 0.001120586164269243
leaf_count=497 343 213 359 180 858 261 226 49 100 156 129 433 106
internal_value=0 2.60951e-05 7.97531e-05 0.000126958 0.000379807 0.000756891 0.000122286 -5.41952e-05 3.45828e-05 0.000149019 0.000368428 0.000416269 -0.000209384
internal_weight=0 0.0162992 0.0151183 0.0140209 0.00585233 0.00237486 0.00347747 0.00816855 0.00691818 0.00580226 0.003599 0.00203167 0.00220325
internal_count=3910 3567 3354 2995 2275 758 1517 720 540 440 285 659 155
is_linear=0
shrinkage=0.00196078


Tree=3499
num_leaves=10
num_cat=0
split_feature=11 3 49 48 42 3 16 0 4
split_gain=2.81577e-05 3.49509e-05 4.68723e-05 5.76481e-05 5.35916e-05 0.000132134 6.64524e-05 9.96099e-05 7.29639e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.006494999999999999 0.082705000000000015 -0.088669999999999985 -0.075954999999999981 0.15100500000000003 -0.10462499999999998 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 8 -7
right_child=-2 2 4 -5 5 6 -8 -9 -10
leaf_value=0.016819123658275748 -0.016291275614577452 -0.02937325334243699 0.023284898644772786 -0.0009208442753972537 -0.027444861992611654 0.021691681935452692 -0.011565875677652313 0.038080612471136616 -0.013944431724036178
leaf_weight=0.0012733341074619821 0.0010016643302237374 0.0011039691675851331 0.0011664198036892238 0.0020062009421168113 0.0013735074493016657 0.0010764440378490821 0.0013047651631558285 0.0012112261292758315 0.0012322694345794339
leaf_count=192 254 365 358 308 1374 121 192 593 153
internal_value=0 0.00117517 -0.00072653 -0.0110202 0.00362059 -7.99677e-05 0.00771033 0.0148556 0.002671
internal_weight=0 0.0117481 0.0104748 0.00311017 0.00736463 0.00619821 0.0048247 0.00351994 0.00230871
internal_count=3910 3656 3464 673 2791 2433 1059 867 274
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=11
num_cat=0
split_feature=147 11 13 52 3 39 0 1 52 4
split_gain=3.34998e-05 5.97312e-05 5.61809e-05 0.000101922 6.66369e-05 7.93234e-05 7.12408e-05 6.64618e-05 6.38267e-05 5.34957e-05
threshold=1.0000000180025095e-35 0.077165000000000025 -0.083514999999999992 0.090640000000000012 0.11265500000000002 0.005105000000000001 -0.053834999999999994 0.076710000000000014 -0.081429999999999989 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 8 -1 -4 -10
right_child=-2 -3 4 -5 -6 -7 -8 -9 9 -11
leaf_value=0.0069692780921968515 0.016570377180237971 -0.025105426197059105 0.020672518397011671 -0.012991044484614495 -0.023793788442002976 0.025446971923486845 -0.027013963993443742 0.043066226684238276 -0.021013505873135298 0.0072211526255055135
leaf_weight=0.0010276372487608317 0.0010916894947720019 0.0010008040799506868 0.0012018669446136549 0.0010898897797554531 0.0014155430855721796 0.0010395327474871088 0.0011292659668568289 0.0010127579352605146 0.0013573770915916268 0.0013271572512182012
leaf_count=483 234 265 314 282 91 276 273 295 1126 271
internal_value=0 -0.00175274 0.000451899 0.0116982 -0.00426037 0.000306015 -0.00490463 0.0248861 0.00151965 -0.0070551
internal_weight=0 0.0116018 0.010601 0.00313028 0.00747074 0.0060552 0.00501567 0.0020404 0.0038864 0.00268453
internal_count=3910 3676 3411 1060 2351 2260 1984 778 1711 1397
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=9
num_cat=0
split_feature=3 1 52 16 47 52 15 0
split_gain=3.02597e-05 4.59744e-05 5.95656e-05 7.93366e-05 4.39673e-05 9.01249e-05 7.56059e-05 3.47556e-05
threshold=-0.15464999999999998 0.088010000000000019 0.086950000000000013 -0.083564999999999987 0.087850000000000025 -0.074484999999999982 -0.021529999999999997 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7 -6
right_child=1 4 -4 -5 7 6 -8 -9
leaf_value=0.015629012093799303 0.013910930972703493 -0.012047090225483802 -0.027153900688582894 -0.017401938286441931 -0.020058949020299262 0.035021839559010504 0.0034248722351435503 0.0033561810867338846
leaf_weight=0.0011076155372119695 0.0015817832986914477 0.0013382304349477707 0.0013433463460269341 0.0016565315287609896 0.0011288135523216392 0.0015041141127855222 0.0015252119820440019 0.001445897250257581
leaf_count=259 401 285 792 1040 95 370 430 238
internal_value=0 -0.00167575 -0.00945069 -0.00210689 0.00345544 0.0095657 0.0191133 -0.00690956
internal_weight=0 0.0115239 0.00458166 0.00323831 0.00694227 0.00436756 0.00302933 0.00257471
internal_count=3910 3651 2233 1441 1418 1085 800 333
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=15
num_cat=0
split_feature=484 156 42 42 43 4 12 4 2 47 12 12 15 2
split_gain=9.87532e-05 7.96709e-05 0.000102215 8.54503e-05 0.000103397 0.000125736 0.000145594 9.72288e-05 9.9006e-05 0.000190019 9.04093e-05 9.24158e-05 6.52811e-05 5.88793e-05
threshold=-0.0043499999999999988 0.091280000000000014 -0.10770999999999999 0.10138000000000001 -0.15648499999999999 -1.0000000180025095e-35 0.080120000000000011 0.015635000000000003 0.12068000000000001 0.09252500000000001 0.088325000000000015 0.096055000000000015 -0.073314999999999991 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 13 -7 9 12 -8 -12 -9 -6
right_child=1 -3 3 -5 5 7 10 8 -10 -11 11 -13 -14 -15
leaf_value=-0.00055663836784024354 -0.00052321654857076679 -0.00049138858992627476 0.00074755372288089889 -0.00041834830585834779 0.0010055735661963711 -0.00064038940745320496 -0.00037273765079603202 0.00091327847411510547 -0.00049639077561124004 -0.00044503480404689782 0.00072379438591399568 -8.052114096226028e-05 0.00021183342609287756 0.00036059515082927486
leaf_weight=0.001156384419735648 0.0010129653915581889 0.0010185259504098309 0.0010845554819988211 0.0010299413875153067 0.0011920364095810449 0.0010450754283245932 0.0011894109167928414 0.0010050251069530884 0.0010426756439273861 0.0011298012067300772 0.0010375250279030888 0.001166990812309714 0.0010358613185484982 0.0010012308969419683
leaf_count=612 200 322 130 393 132 191 591 190 149 105 434 166 138 157
internal_value=0 3.80501e-05 7.66419e-05 0.000123527 0.000170307 0.000112583 0.000317399 -0.000105037 2.77504e-05 0.000200113 6.29504e-05 0.000298019 0.000557257 0.00071114
internal_weight=0 0.0149916 0.0139731 0.0129601 0.0119302 0.0108456 0.00558719 0.00525844 0.00421336 0.00317069 0.00339393 0.00220452 0.00204089 0.00219327
internal_count=3910 3298 2976 2776 2383 2253 1480 773 582 433 1191 600 328 289
is_linear=0
shrinkage=0.00196078


Tree=3503
num_leaves=10
num_cat=0
split_feature=147 52 150 0 16 48 0 3 2
split_gain=2.63921e-05 5.7978e-05 4.48384e-05 4.01495e-05 8.00585e-05 6.48642e-05 4.79985e-05 4.49424e-05 3.49638e-05
threshold=1.0000000180025095e-35 0.15091000000000002 0.08882000000000001 -0.084304999999999977 0.064860000000000015 0.08784500000000002 0.12500000000000003 0.084925000000000014 0.088675000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 7 -6 -1 -5
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.0067755579934996955 0.014759843799621686 -0.023472718814319643 -0.017414248477426012 0.01160035094358113 -0.012544858062927496 -0.025575305137774618 0.014683430593817944 0.017034375915995371 0.036871023015298848
leaf_weight=0.0019314348379309205 0.0010863073310944079 0.0010917279591964495 0.0012035276390010416 0.001164446225958444 0.0016935246282122332 0.001048907120122134 0.0010481028410556925 0.0013446811135751635 0.0010333745590814264
leaf_count=939 234 481 241 609 520 271 57 110 448
internal_value=0 -0.00154302 0.000744066 0.00310297 0.00926303 -0.0039322 -0.0021357 0.00299722 0.0234822
internal_weight=0 0.0115597 0.010468 0.00926447 0.00493945 0.00432502 0.00274163 0.00327612 0.00219782
internal_count=3910 3676 3195 2954 1634 1320 577 1049 1057
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=9
num_cat=0
split_feature=1 0 133 159 52 12 1 4
split_gain=2.30661e-05 6.25136e-05 9.53883e-05 4.39527e-05 4.84479e-05 8.78113e-05 8.73558e-05 0.000126552
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.073745000000000019 1.0000000180025095e-35 0.097345000000000015 0.11052000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.025946308506114114 -0.020435159698658483 0.017180373288801547 -0.01968242372398913 0.021761144003556606 0.014296900974400431 0.020500149538352015 -0.030990441230713307 0.019982851664430062
leaf_weight=0.0011609338447814616 0.0016282985629453434 0.0016553961557498604 0.0012188032998504935 0.001070653763568739 0.0018205185862909569 0.0011298772011485592 0.0014418417631208418 0.0014776993563626328
leaf_count=1044 575 435 529 380 354 203 261 129
internal_value=0 -0.00636178 0.00154872 0.00280782 0.00010152 -0.00445013 -0.0106488 -0.00120602
internal_weight=0 0.00403513 0.0028742 0.00856889 0.00749824 0.00567772 0.00454784 0.003106
internal_count=3910 2008 964 1902 1522 1168 965 704
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=13
num_cat=0
split_feature=484 403 3 1 2 0 2 43 3 43 4 16
split_gain=0.000140485 0.000125537 7.50514e-05 6.87295e-05 0.00015223 8.1834e-05 0.000111251 0.000124448 0.000133683 0.00011029 5.71903e-05 5.15962e-05
threshold=-0.0043499999999999988 0.087440000000000004 -0.15464999999999998 0.13767000000000004 0.12663500000000003 -0.23029999999999998 0.11260500000000001 -0.074254999999999988 -0.078669999999999976 0.0016850000000000001 -1.0000000180025095e-35 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 11 10 -9 -7
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 -12 -13
leaf_value=-0.00067453985244908857 0.00058887084877663504 -0.00063445340823176392 0.00046850399829529934 0.00052523456492968015 -0.0007106920608827451 0.00017373138990620256 0.00050882548583684793 -0.00028329725880838684 0.00064914617879917194 6.8920548723380032e-05 -0.00086782240603929363 -0.000444805994534811
leaf_weight=0.0011632663881937519 0.0010371566041688261 0.0010100975171788472 0.0016589782993031684 0.0010343249848476259 0.0010603635464820549 0.0010348095251330033 0.0013752363131066181 0.00128397156674506 0.0013931064517805052 0.0016857210989744257 0.0012902033878678025 0.0010391826972565351
leaf_count=612 218 322 107 163 183 214 196 636 286 398 174 401
internal_value=0 3.29593e-05 8.14837e-05 4.055e-05 -1.85737e-06 6.79882e-05 -5.01009e-06 -9.64616e-05 0.000179364 -0.000320954 -0.000576267 -0.000136189
internal_weight=0 0.0149032 0.0138931 0.0128559 0.0118216 0.0107612 0.00910223 0.00772699 0.0034671 0.0042599 0.00257417 0.00207399
internal_count=3910 3298 2976 2758 2595 2412 2305 2109 901 1208 810 615
is_linear=0
shrinkage=0.00196078


Tree=3506
num_leaves=10
num_cat=0
split_feature=14 0 0 16 15 2 133 16 0
split_gain=2.52209e-05 3.94098e-05 6.45547e-05 6.36438e-05 6.296e-05 6.65809e-05 6.1927e-05 5.0892e-05 7.24785e-05
threshold=-0.13131999999999996 -0.10575999999999998 -0.084304999999999977 -0.016294999999999994 -0.106555 0.093240000000000003 -0.036599999999999987 0.054425000000000008 0.10302000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -4 -8 -9
right_child=1 2 6 -5 5 -7 7 8 -10
leaf_value=-0.015244086870608103 0.017695793235365371 -0.023590160109809057 0.023577480191198125 0.030274755376944757 0.0093218513611848346 -0.026526896050533003 0.0099825504233427911 -0.023058664321475082 0.0097600010659944156
leaf_weight=0.0010153420609513584 0.001496543010823608 0.0013056613257414543 0.0010058740298154647 0.0010302712187272643 0.0010019678659008747 0.001072794654836571 0.0017079986342137376 0.0019408602201327983 0.0010300648106657774
leaf_count=172 226 1087 349 137 133 160 1026 506 114
internal_value=0 0.0011923 -0.00353837 0.00837887 0.00206221 -0.00921441 0.00106705 -0.00377224 -0.0116799
internal_weight=0 0.011592 0.00699046 0.00460158 0.00357131 0.00207476 0.0056848 0.00467892 0.00297093
internal_count=3910 3738 3082 656 519 293 1995 1646 620
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=12
num_cat=0
split_feature=484 133 133 474 160 12 15 151 2 2 1
split_gain=0.000101365 7.46277e-05 8.20909e-05 8.84734e-05 9.62704e-05 0.000104817 0.000131398 0.000120785 0.00017995 0.00012001 3.26293e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.084420000000000009 -0.080734999999999987 -0.023959999999999995 1.0000000180025095e-35 -0.0088999999999999982 0.087995000000000004 0.086915000000000006 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 -8 -10
right_child=1 -3 -4 -5 5 6 9 8 10 -11 -12
leaf_value=-0.00057859947944172683 -0.00052103812526827636 -0.0004706737952286162 0.0004914297231622132 0.00054501619494110834 -0.00053002460424345912 -0.00023639714436362401 0.00012675502848387218 2.2963115214921974e-05 0.00058454767955068334 -0.00075529066017110153 0.0010668062550285239
leaf_weight=0.001105701516882939 0.0013703478500199243 0.0010282660971685743 0.001617551132776558 0.0011121979262060872 0.0010997825959654242 0.0013046715192878439 0.0013313971812294635 0.0019975821593927962 0.0010220603815029811 0.0010694092691960928 0.001142192084420738
leaf_count=612 356 481 514 232 229 184 486 187 152 305 172
internal_value=0 3.79287e-05 7.7951e-05 1.95367e-05 -3.69993e-05 3.69713e-05 0.000116232 0.000284165 0.000447354 -0.000266141 0.000839061
internal_weight=0 0.0140955 0.0130672 0.0114496 0.0103374 0.0089671 0.00786731 0.00546651 0.00416183 0.00240081 0.00216425
internal_count=3910 3298 2817 2303 2071 1715 1486 695 511 791 324
is_linear=0
shrinkage=0.00196078


Tree=3508
num_leaves=11
num_cat=0
split_feature=484 474 160 50 42 2 47 4 2 4
split_gain=0.000136937 7.58913e-05 0.000138697 0.000103833 0.000112346 0.000116785 7.62845e-05 0.000220897 0.00012154 8.52383e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.088160000000000002 -1.0000000180025095e-35 0.12068000000000001 0.09252500000000001 0.05309500000000001 0.086875000000000022 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00067369883392829027 -0.00055834172030555377 0.00050164356184956001 -0.00042929368665821539 0.00066034268248787271 -0.00045215623111345807 -0.00045838343002728736 -0.00019511878983070297 0.00098876709729573504 1.134293907636366e-06 0.00063127974807297498
leaf_weight=0.001114860016537894 0.001533488393997349 0.0012484215364110358 0.0018390284750421171 0.0010398988951721465 0.0011787197733686616 0.0012170896103813065 0.0015168843147092548 0.0013667812253423256 0.0018646336962569155 0.0014806504454110366
leaf_count=612 556 318 737 299 333 208 146 226 343 132
internal_value=0 3.98075e-05 -4.41722e-06 6.94232e-05 1.06972e-05 0.000104515 0.000197 0.000297971 8.92692e-05 0.000280042
internal_weight=0 0.0142856 0.0130372 0.0115037 0.0104638 0.00862476 0.00740767 0.00589079 0.004524 0.00334528
internal_count=3910 3298 2980 2424 2125 1388 1180 1034 808 475
is_linear=0
shrinkage=0.00196078


Tree=3509
num_leaves=12
num_cat=0
split_feature=133 484 133 15 12 42 3 12 1 4 4
split_gain=9.74601e-05 0.000103333 8.17048e-05 0.000100515 0.000118351 0.000103145 0.000101245 0.000123546 0.000144652 0.000155179 5.73557e-05
threshold=0.10599500000000002 -0.0043499999999999988 0.083815000000000014 0.035895000000000003 -0.036459999999999992 0.060615000000000009 0.11265500000000002 0.093375000000000014 0.099115000000000023 -1.0000000180025095e-35 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 9 -6 -8
right_child=-2 2 -4 5 6 -7 10 -9 -10 -11 -12
leaf_value=-0.00054894550082681926 -0.00058483629552583854 -0.00048960679140551844 0.00049083240490836711 -0.00067288036271002678 0.0006466830095509733 0.00014494935434131737 0.00015419536671919913 -0.00012849062627846579 0.0011101130163541249 -0.00023421598087816474 -0.00050239546854048852
leaf_weight=0.001089511109795392 0.001060258578937069 0.0010910871223380582 0.0016264383743801849 0.0014226921277866707 0.0018998495736922735 0.0010165362983819114 0.0010125447332621634 0.0016482361077375845 0.0011167368519848795 0.0012915119068941776 0.001033679017995396
leaf_count=536 557 275 514 528 258 395 75 359 145 188 80
internal_value=0 3.13647e-05 7.94109e-05 2.13896e-05 0.000116195 -0.000332054 0.000198792 0.000328059 0.00050273 0.000290192 -0.000177491
internal_weight=0 0.0142488 0.0131593 0.0115329 0.00909365 0.00243923 0.00800256 0.00595633 0.0043081 0.00319136 0.00204622
internal_count=3910 3353 2817 2303 1380 923 1105 950 591 446 155
is_linear=0
shrinkage=0.00196078


Tree=3510
num_leaves=12
num_cat=0
split_feature=484 474 160 403 42 43 3 15 16 2 4
split_gain=0.000104353 9.7016e-05 9.85903e-05 0.000116058 7.17e-05 0.000120611 0.000162657 8.50412e-05 0.00013436 0.000210819 9.37658e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.036225000000000007 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 1.0000000180025095e-35 -0.17157499999999998 0.10910500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -7 10 -10
right_child=1 -3 3 -5 5 7 -8 -9 9 -11 -12
leaf_value=-0.00057213310115110264 -0.00046676607390526106 0.00054646152274004053 -0.00026053528735008432 -0.00053069846658280583 0.00011046013413865848 -0.00039084909654851595 0.0010547616534280716 -0.00039721902068432251 -0.0002451172809717882 0.0011128193616320261 0.00051419169111232969
leaf_weight=0.00114590329918103 0.0015880855791974473 0.0013339813554848349 0.0016388401128895379 0.0011795766502045767 0.0016216737135049536 0.0012844628288354266 0.0012357068552094636 0.0013791264819329185 0.0015837412114270743 0.0010006944049064433 0.0010331701325648375
leaf_count=612 556 318 676 352 229 182 293 376 171 97 48
internal_value=0 4.194e-05 -7.74763e-06 5.32176e-05 0.000117127 0.000184853 0.000518834 3.29222e-05 0.000153936 0.000347367 5.46618e-05
internal_weight=0 0.0148791 0.0135451 0.011957 0.0107774 0.00913858 0.00285738 0.0062812 0.00490207 0.00361761 0.00261691
internal_count=3910 3298 2980 2424 2072 1396 522 874 498 316 219
is_linear=0
shrinkage=0.00196078


Tree=3511
num_leaves=10
num_cat=0
split_feature=484 160 42 151 42 43 15 13 2
split_gain=2.72789e-05 3.24131e-05 5.27179e-05 6.09723e-05 5.28765e-05 8.399e-05 6.63522e-05 6.55458e-05 3.27061e-05
threshold=-1.0000000180025095e-35 -0.098319999999999991 -1.0000000180025095e-35 -0.0088999999999999982 0.091955000000000023 -0.071214999999999987 1.0000000180025095e-35 -0.16277999999999995 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7 -9
right_child=1 2 3 4 -6 6 -8 8 -10
leaf_value=-0.015850640353455521 -0.015986725932638616 -0.012261480730723348 -0.010070437428512326 0.038740827834853615 -0.0082793449594081286 -0.0031060678502278539 -0.012171187375248018 0.012504018099346779 0.036984715540094477
leaf_weight=0.0010168831997585193 0.0010010362263047469 0.0019044756122362011 0.0018476547447746896 0.0011381831096403177 0.0012497059654857741 0.0012259374780191588 0.0011692412019644396 0.0010083267149466561 0.0011895497764527916
leaf_count=627 497 900 415 268 521 122 259 134 167
internal_value=0 0.00122294 0.00282803 0.00608308 0.0103585 0.0144225 0.00839624 0.0154201 0.0257536
internal_weight=0 0.0117341 0.0107331 0.0088286 0.00698094 0.00573124 0.00459306 0.00342381 0.00219788
internal_count=3910 3283 2786 1886 1471 950 682 423 301
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=10
num_cat=0
split_feature=1 42 457 49 484 2 2 13 3
split_gain=2.58519e-05 7.76462e-05 4.75434e-05 5.94982e-05 4.62016e-05 6.76082e-05 5.11895e-05 0.000123157 4.1963e-05
threshold=0.12263000000000002 0.091955000000000023 0.088055000000000008 -0.0019649999999999997 0.073820000000000011 0.10393500000000001 0.091525000000000009 -0.0038299999999999996 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -2
right_child=8 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.016914812625962696 0.023794816689999949 -0.025471276334011562 0.020623028873173809 -0.025066109096893441 0.022226722627443553 -0.01918516747148262 0.025070909732443136 0.017431629002965365 -0.0045020814102142859
leaf_weight=0.001937520993703346 0.0010767607321912794 0.0012560916912056968 0.0010915374821126528 0.0011972442212431964 0.001054018405677308 0.0014393860865551736 0.0010480702193250944 0.0015842469249168977 0.0010209983112763237
leaf_count=509 221 715 164 848 273 347 293 367 173
internal_value=0 -0.00212685 0.00100859 -0.00158326 0.00311473 -0.000708498 0.00623618 -0.000860779 0.0100225
internal_weight=0 0.0106081 0.00935202 0.00826049 0.00632297 0.00526895 0.00382956 0.00278149 0.00209776
internal_count=3910 3516 2801 2637 2128 1855 1508 1215 394
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=13
num_cat=0
split_feature=147 484 1 2 42 160 3 2 43 1 13 1
split_gain=9.68061e-05 0.000166653 9.12317e-05 0.000146642 8.97056e-05 0.00010348 7.32704e-05 0.000158047 0.000118135 6.05316e-05 8.56571e-05 7.6473e-05
threshold=0.087265000000000023 -0.0043499999999999988 0.13767000000000004 0.12663500000000003 -1.0000000180025095e-35 -0.082234999999999989 -0.078884999999999997 0.086875000000000022 -0.074254999999999988 0.089680000000000024 -0.10241499999999999 0.10471000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 -8 10 -10 -11
right_child=-2 2 -4 -5 5 6 8 -9 9 11 -12 -13
leaf_value=-0.00081091052373510691 0.00058702633136105355 -0.00035463517352743261 0.00058112046911290517 -0.00072856822070399107 -0.00041651484831085 -0.00061950251577247634 0.00092983554259469547 0.00030319147468839213 3.0525383830950825e-05 -0.00041181097201563842 0.00078738597262313853 0.00031716773126495693
leaf_weight=0.0010104463364392453 0.0010034947321532249 0.0019218657506355217 0.0010108732224273819 0.0010616468933015077 0.0012559864901005328 0.0011787849751729801 0.0010010054230724348 0.0018090650826210718 0.001152561526494067 0.0011032076655603795 0.0011470451735146152 0.0011098962924025648
leaf_count=588 191 906 178 179 472 366 176 379 47 138 188 102
internal_value=0 -4.23414e-05 1.41305e-05 -3.08543e-05 3.25671e-05 0.000108831 0.000186444 -6.08354e-05 0.000320443 0.000185268 0.000408048 -4.622e-05
internal_weight=0 0.0147624 0.0137519 0.0127411 0.0116794 0.00975755 0.00850157 0.00298785 0.00551372 0.00451271 0.00229961 0.0022131
internal_count=3910 3719 3131 2953 2774 1868 1396 745 651 475 235 240
is_linear=0
shrinkage=0.00196078


Tree=3514
num_leaves=14
num_cat=0
split_feature=403 41 158 156 50 457 2 42 2 15 16 0 12
split_gain=0.00012635 0.000116542 0.000147431 0.000114508 0.000130616 0.000152216 0.000168655 0.000133339 8.43515e-05 0.000159366 0.000123996 0.000160082 5.98912e-05
threshold=0.087440000000000004 1.0000000180025095e-35 0.085745000000000002 0.088820000000000024 0.088425000000000017 -0.0034949999999999994 0.11339500000000001 -0.09602999999999999 0.097940000000000013 -0.095799999999999982 -0.083564999999999987 -0.07773999999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -9 -11 -12 -10
right_child=-2 -3 -4 -5 -6 6 -8 8 12 10 11 -13 -14
leaf_value=-0.00043310961608853315 -0.00068597290831636567 -0.00059180716778941059 -0.00063451268500986789 -0.00049450121108382105 -0.00043164562059850187 -0.00021852402983907701 -0.00026458357759279709 -0.00022751963436713762 0.0012074483098789971 0.0010219917125289199 -0.00018900507929701737 0.00082345265704021305 0.00054117949885075132
leaf_weight=0.0011064990676670451 0.0010048020193645863 0.0010702982325654876 0.0010311059941846322 0.0010221716136135798 0.0011763170014870679 0.001020185054008008 0.0015259703193580198 0.0011825488819847381 0.0010318858610540091 0.001565296924247186 0.0012115565701278331 0.0011902689840535424 0.0010430077198077814
leaf_count=181 349 213 359 360 559 131 296 207 133 315 476 215 116
internal_value=0 3.19834e-05 7.93111e-05 0.000135601 0.000189035 0.000256159 0.000334216 0.000445044 0.000538747 0.00040426 0.000592586 0.000312737 0.000872528
internal_weight=0 0.0151771 0.0141068 0.0130757 0.0120535 0.0108772 0.00977072 0.00824475 0.00722456 0.00514967 0.00396712 0.00240183 0.00207489
internal_count=3910 3561 3348 2989 2629 2070 1889 1593 1462 1213 1006 691 249
is_linear=0
shrinkage=0.00196078


Tree=3515
num_leaves=12
num_cat=0
split_feature=158 41 457 4 2 2 1 42 0 49 1
split_gain=7.83998e-05 9.32403e-05 9.25361e-05 8.80916e-05 0.000126516 0.000139673 0.00013656 9.32377e-05 0.000153746 0.000139983 0.000103745
threshold=0.085745000000000002 1.0000000180025095e-35 -0.0034949999999999994 -0.49837999999999999 0.11230000000000001 0.099015000000000006 0.11287500000000002 -1.0000000180025095e-35 -0.069794999999999982 -0.047309999999999998 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -6 -5 9 -9 -11
right_child=-2 -3 3 4 6 -7 -8 8 -10 10 -12
leaf_value=-0.00047123067494893068 -0.00051543123024238246 -0.00054858952380973727 -0.00042412841202617274 -0.00020462487901590573 -0.00067026732255705127 0.00087269530752476655 0.00020618963244946464 0.00064873878444969796 0.00093064003917123217 0.00025317822226664282 -0.00052974941269965401
leaf_weight=0.0011051678207527537 0.0011007093068878841 0.0010024618184702799 0.0010390894513746555 0.001779300135310859 0.0012481876287776983 0.0013452891735570268 0.0015106728494252591 0.0013196352226202109 0.0011996950871365434 0.0013116850396416063 0.0012912999095270497
leaf_count=300 410 194 157 728 241 302 265 140 192 684 297
internal_value=0 2.78379e-05 7.17805e-05 0.000121604 0.000173129 0.000294722 -0.000190345 0.000182062 0.000316382 0.000128517 -0.00013522
internal_weight=0 0.0141525 0.01315 0.0120449 0.0110058 0.0082469 0.00275886 0.00690162 0.00512232 0.00392262 0.00260298
internal_count=3910 3500 3306 3006 2849 2343 506 2041 1313 1121 981
is_linear=0
shrinkage=0.00196078


Tree=3516
num_leaves=10
num_cat=0
split_feature=49 151 159 15 2 15 52 4 2
split_gain=2.54328e-05 6.37622e-05 5.40598e-05 7.82948e-05 8.124e-05 7.89096e-05 7.13812e-05 6.61814e-05 2.58896e-05
threshold=-0.045004999999999996 -0.074204999999999979 0.09141500000000001 -0.11739999999999999 0.10113500000000002 0.079360000000000014 0.098910000000000012 -1.0000000180025095e-35 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -6 8 -5
right_child=2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=0.028445192236147682 -0.019794300413315209 -0.0024339979015454705 -0.024332654015549175 0.04228859305213898 -0.030769543056837191 -0.0083414779469517617 0.0065420982689756635 0.0037008808091594015 0.0198434595879186
leaf_weight=0.0010067768435005594 0.0016351435925421563 0.0019913569436361724 0.0010240413521392733 0.0010174093570236174 0.0010382199533107497 0.0014675919149865083 0.0010130390346515476 0.0015732464524681545 0.0010384125634985161
leaf_count=234 439 295 421 314 363 1184 145 289 226
internal_value=0 0.00793527 -0.00258907 -5.39284e-05 0.00446184 0.0112252 -0.0123427 0.0191379 0.0309514
internal_weight=0 0.00299813 0.0098071 0.00878306 0.00714792 0.00509666 0.00205126 0.00362907 0.00205582
internal_count=3910 529 3381 2960 2521 2013 508 829 540
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=10
num_cat=0
split_feature=1 1 15 0 43 0 0 15 52
split_gain=2.88543e-05 6.07107e-05 7.79591e-05 8.24214e-05 5.06983e-05 7.77262e-05 9.90345e-05 6.50206e-05 5.88086e-05
threshold=0.10398500000000001 0.11097000000000001 -0.038029999999999987 -0.14136999999999997 -0.17307499999999998 -0.082994999999999985 0.047345000000000005 -0.0063699999999999989 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 -7 8 -6
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.016883157158952361 0.026071634761391634 -0.031308861729407535 0.020664957397293578 0.0052110075218733294 -0.023064309186490606 -0.042450662559314047 -0.0030318515239408316 0.015811365419307909 0.0079660937979985323
leaf_weight=0.0010248330647939204 0.0011451541755964126 0.0010696896451543739 0.0012076791321489469 0.0014634915267488845 0.0013670163906870996 0.001153760459985894 0.0014239743365648619 0.0017938514715166764 0.0011039957018276877
leaf_count=202 213 101 142 431 489 1133 180 617 402
internal_value=0 0.0059247 -0.000242688 -0.0102103 -0.00385949 -0.00696617 -0.0206752 0.00131973 -0.00920058
internal_weight=0 0.00488601 0.00374086 0.00253318 0.00786743 0.0068426 0.00257773 0.00426486 0.00247101
internal_count=3910 887 674 532 3023 2821 1313 1508 891
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=13
num_cat=0
split_feature=403 484 156 42 160 160 0 12 48 0 2 43
split_gain=0.000114196 0.000104484 0.000102779 0.000109233 0.000117404 0.000110016 9.75232e-05 0.000148403 0.000145034 0.000136424 5.9732e-05 5.02076e-05
threshold=0.087440000000000004 -0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.092169999999999988 0.087260000000000018 -0.077944999999999987 0.098845000000000016 0.087710000000000024 -0.099864999999999995 0.086245000000000002 -0.044024999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 8 11 9 10 -6 -8
right_child=-2 2 -4 4 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00052532146851107112 -0.00065254184919564563 -0.0004928107488719331 -0.00052297624110751988 -0.00046202747233634343 0.0008046582100377747 -0.00020739278431764781 0.0011936606138319352 4.2706497544294719e-05 -0.00038669401723867201 -0.0001709270305153892 0.00025937026660596509 0.00058797799103490437
leaf_weight=0.0012029657641929392 0.0010062679559697104 0.0010197237829813041 0.0010194263152644269 0.0010168910515830814 0.0017654594734767882 0.0018129318330363442 0.001100377252430686 0.001210574183386437 0.0013797245731852967 0.0013945956306049279 0.0013730160839459707 0.0010083778392761405
leaf_count=585 349 171 313 428 82 243 171 179 203 745 182 259
internal_value=0 2.93684e-05 7.6689e-05 0.00012342 0.000175516 0.000234213 0.000320932 0.000589902 0.000169937 0.000339359 0.000566106 0.000904031
internal_weight=0 0.0153041 0.0141011 0.0130817 0.0120619 0.0110451 0.00923213 0.00331933 0.0059128 0.00453307 0.00313848 0.00210876
internal_count=3910 3561 2976 2663 2492 2064 1821 609 1212 1009 264 430
is_linear=0
shrinkage=0.00196078


Tree=3519
num_leaves=8
num_cat=0
split_feature=2 50 0 4 0 43 43
split_gain=2.62843e-05 4.24919e-05 3.88818e-05 5.00751e-05 6.16035e-05 8.42108e-05 5.83662e-05
threshold=0.12238000000000002 0.086465000000000014 -0.23029999999999998 0.15927500000000003 -0.070894999999999986 -0.074254999999999988 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.015297471247807864 0.011609456680843728 -0.021372916154438624 -0.033868569859334757 0.01181170471586003 0.017361268978744893 -0.01341692184432116 -0.0059296265465508665
leaf_weight=0.0014413248478736323 0.0016631422238515435 0.0010150641607856109 0.0012151709591449469 0.0019168852899553489 0.0018419998977635328 0.0017181434780529263 0.0019437775287294203
leaf_count=112 417 644 1308 343 239 355 492
internal_value=0 -0.00187149 9.28413e-05 -0.00244478 -0.006512 0.00250756 -0.0166771
internal_weight=0 0.0110924 0.0100773 0.00863598 0.00671909 0.00356014 0.00315895
internal_count=3910 3493 2849 2737 2394 594 1800
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=14
num_cat=0
split_feature=403 484 160 11 1375 156 48 47 15 4 4 4 4
split_gain=0.000109122 0.000117641 0.000107463 0.000104683 0.000119789 9.93223e-05 0.000148228 0.000136903 0.000148151 7.70502e-05 0.000116669 8.38953e-05 4.50212e-05
threshold=0.088015000000000024 -0.0043499999999999988 -0.098319999999999991 0.081005000000000008 -1.0000000180025095e-35 0.090135000000000007 0.10417000000000001 0.087850000000000025 -0.089594999999999994 -0.083329999999999987 0.044585000000000007 -0.23071499999999998 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 11 -11 -10 -9
right_child=-2 2 3 -5 5 -7 -8 12 9 10 -12 -13 -14
leaf_value=-0.00056150881385737185 -0.00063025427447558323 -0.00048257096639853616 -0.00038345578072505708 -0.00047588269877040445 0.0009612752261167817 -0.00032829004731684214 0.0010161568962792486 7.78910599120363e-05 0.00014344817502335021 -0.00033989038234621494 0.00049312241537048131 0.00081396844388433639 -0.00050193919281532845
leaf_weight=0.001195465922543759 0.0010258312856450949 0.0012043700504308927 0.0013025158397081691 0.0010162070502142068 0.0012748144060739774 0.0010499913927957483 0.0010142835294244144 0.0010080747834440192 0.0016050175981296988 0.0016632121475602011 0.0010573639460408474 0.0012972907551781878 0.0010522427227055431
leaf_count=585 343 466 128 195 331 227 140 123 66 763 167 335 41
internal_value=0 2.97668e-05 7.83629e-05 0.000129002 0.000178876 0.000245327 0.000305724 0.000225284 0.000357763 0.000220935 -1.61363e-05 0.000443161 -0.000218239
internal_weight=0 0.0157409 0.0145454 0.013341 0.0123248 0.0110223 0.0099723 0.00895802 0.0068977 0.00562288 0.00272058 0.00290231 0.00206032
internal_count=3910 3567 2982 2516 2321 2193 1966 1826 1662 1331 930 401 164
is_linear=0
shrinkage=0.00196078


Tree=3521
num_leaves=13
num_cat=0
split_feature=484 42 156 1 49 4 15 4 16 4 16 16
split_gain=0.00010115 8.04398e-05 8.89723e-05 7.15473e-05 0.000102613 0.000105827 0.000206487 0.00010592 0.000104969 8.19148e-05 4.9188e-05 6.44906e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.090135000000000007 0.10786000000000001 -0.085974999999999982 -1.0000000180025095e-35 -0.021529999999999997 0.05309500000000001 -0.008069999999999999 -0.48072499999999996 -0.27337499999999998 -0.067969999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7 -8 -10 -5 -12
right_child=1 2 -4 10 5 7 8 -9 9 -11 11 -13
leaf_value=-0.00055730496977722489 -0.00046567693593071709 -0.00053241754841711953 -0.00048205166978547426 4.3236735910298754e-05 0.0010211695984077942 -0.00056049497132036998 -0.0002669895284839862 0.0001806794026492589 -1.8561013867801795e-05 0.00075426427589451507 0.00086011880561020625 0.0002028612980001802
leaf_weight=0.0011796131054133017 0.0011207080904896858 0.0010838555330073578 0.0010008220735202257 0.0012078632689713942 0.0011292250308844298 0.0014612886261550521 0.0018705022026781651 0.0015045712358493224 0.0010459756962499173 0.0010633746089615819 0.0011498856820048396 0.0011459773012051492
leaf_count=612 215 111 326 268 305 238 1057 268 64 175 110 161
internal_value=0 3.93339e-05 8.07564e-05 0.00012524 3.4078e-05 0.000110116 0.000281142 -0.0001845 7.11701e-05 0.000371039 0.000363538 0.000532049
internal_weight=0 0.014784 0.0136633 0.0126625 0.00915879 0.00807494 0.00510908 0.00296586 0.00397985 0.00210935 0.00350373 0.00229586
internal_count=3910 3298 3083 2757 2218 2107 1601 506 1296 239 539 271
is_linear=0
shrinkage=0.00196078


Tree=3522
num_leaves=11
num_cat=0
split_feature=124 13 13 49 47 0 48 160 12 15
split_gain=2.69102e-05 4.01704e-05 6.25827e-05 5.39096e-05 5.22145e-05 8.12942e-05 7.04797e-05 7.68766e-05 6.17046e-05 5.29843e-05
threshold=-0.061329999999999989 0.17936000000000002 0.043015000000000005 -0.085974999999999982 0.09252500000000001 -0.083424999999999985 0.087235000000000021 -1.0000000180025095e-35 0.093125000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -7 -9
right_child=1 -3 -4 4 -6 8 -8 9 -10 -11
leaf_value=0.014780066138511232 -0.023834086723371454 -0.018578090516345052 0.023855983743361599 -0.00070619593714531964 -0.017167867673164028 -0.028886482185439044 -0.011144834549248302 0.043925542252193972 0.0041613589525376872 0.013775587005149871
leaf_weight=0.0011085653434803723 0.001015425397891523 0.0012351526530677672 0.0010332131637940832 0.001387039177627886 0.0013892850318957652 0.0010782665060107615 0.0010741088171389861 0.0011793835535562438 0.001186850453632436 0.0011524196460484231
leaf_count=310 183 196 355 475 317 744 166 297 476 391
internal_value=0 -0.00151986 0.000487532 -0.002064 0.000552902 0.00404099 0.0114189 0.0179359 -0.0115704 0.0290249
internal_weight=0 0.0117311 0.010496 0.00946278 0.00844735 0.00705807 0.00479295 0.00371884 0.00226512 0.0023318
internal_count=3910 3600 3404 3049 2866 2549 1329 1163 1220 688
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=14
num_cat=0
split_feature=158 156 1 12 1 3 0 15 16 0 16 3 16
split_gain=7.77213e-05 8.37475e-05 8.06406e-05 0.000125973 0.000103448 0.000107665 0.000172648 0.000102022 0.000106949 0.000112016 7.04462e-05 6.94925e-05 7.03795e-05
threshold=0.085745000000000002 0.090135000000000007 0.10786000000000001 0.10214500000000001 0.09112000000000002 0.084925000000000014 -0.084304999999999977 -0.017214999999999998 -0.062279999999999995 -0.15007499999999999 -0.091624999999999984 -0.115685 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -4 -6 -8 -13
right_child=-2 -3 7 -5 10 -7 11 -9 -10 -11 -12 12 -14
leaf_value=-0.00051813630645983298 -0.00051050160366153808 -0.00051942477008276578 -3.9543230274001843e-05 -0.0006748795087534264 -0.00069411180080082634 0.00063050986254828097 0.00071104055421842617 0.00081882683221537131 -0.00038054740604025493 0.00084557976009532528 2.5281933903485968e-05 0.00043268724359090381 -0.00028589424354882436
leaf_weight=0.0015155249702991265 0.0011244880659528169 0.0010133897969673922 0.001201762083768201 0.0010598443988747057 0.001041973280683714 0.0014904520207538602 0.001011810928659207 0.0010449740455709088 0.0011092611533543763 0.0010131310919760895 0.0010514298806010387 0.0010844009004480088 0.0010140651660397832
leaf_count=940 410 355 87 288 119 82 81 107 119 217 316 334 455
internal_value=0 2.44064e-05 6.48146e-05 -3.86974e-05 4.3432e-05 0.000172201 2.45322e-05 0.000284425 0.000116431 0.000365328 -0.00033279 0.000288955 8.54391e-05
internal_weight=0 0.014652 0.0136386 0.0092695 0.00820966 0.00611625 0.0046258 0.00436913 0.00332415 0.00221489 0.0020934 0.00311028 0.00209847
internal_count=3910 3500 3145 2615 2327 1892 1810 530 423 304 435 870 789
is_linear=0
shrinkage=0.00196078


Tree=3524
num_leaves=11
num_cat=0
split_feature=484 133 156 42 0 47 48 15 43 16
split_gain=0.000107364 7.61081e-05 0.000125201 0.000105494 0.000168139 0.000127125 0.000113209 0.000117403 0.000102143 8.85368e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.090135000000000007 -0.090359999999999982 -0.075584999999999986 0.09252500000000001 0.087235000000000021 -0.033649999999999992 -0.074254999999999988 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -6 -9
right_child=1 -3 -4 4 8 -7 -8 9 -10 -11
leaf_value=-0.00058545160113670743 -0.00037484475445648426 -0.00046990986672372699 -0.00059426523503591539 0.00067735702408353677 0.00088123751100855708 -0.00052752552494729065 -0.00027655532226318131 0.00034633806245190347 0.00022359959643038758 -0.00035377083001055274
leaf_weight=0.0011715185098603023 0.0014626306368285659 0.0010835796844544604 0.001013598597195191 0.0018759802410002208 0.0017117423043535862 0.0013381118129242656 0.0018410447350478273 0.0016131195427838813 0.0019338590702703317 0.001219460423901629
leaf_count=612 330 481 317 369 230 176 208 379 326 482
internal_value=0 3.07435e-05 6.94669e-05 0.000121234 0.000184145 2.31936e-05 0.000135708 0.000296903 0.000532384 4.49326e-05
internal_weight=0 0.0150931 0.0140095 0.0129959 0.0115333 0.00788772 0.0065496 0.00470856 0.0036456 0.00283258
internal_count=3910 3298 2817 2500 2170 1614 1438 1230 556 861
is_linear=0
shrinkage=0.00196078


Tree=3525
num_leaves=10
num_cat=0
split_feature=457 16 52 52 0 12 52 43 15
split_gain=2.53746e-05 6.97425e-05 5.28873e-05 6.69137e-05 8.12758e-05 5.34392e-05 0.000139022 5.11084e-05 2.96026e-05
threshold=-0.0034949999999999994 -0.50585499999999983 -0.048794999999999991 -0.27466499999999994 -0.14733499999999997 0.095295000000000019 0.067395000000000024 -1.0000000180025095e-35 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 -8 -4
right_child=1 2 5 4 -6 -7 7 -9 -10
leaf_value=-0.015344664324563044 0.024632237309472116 -0.013039457884239145 -0.033181648274084416 -0.0048881352356921585 0.028179159799757422 -0.02266512266039819 -0.0018059474232793105 0.025899813585908593 -0.0096276520908852165
leaf_weight=0.0010089418518183383 0.0011451923118385209 0.0011732010892790854 0.0010117762696532288 0.0012359258217515684 0.001864826292763978 0.0016343723519489017 0.0012136339348145877 0.0014750302873733968 0.0011289635331561648
leaf_count=316 252 383 363 88 598 543 672 270 425
internal_value=0 0.00117353 -0.00132837 0.00730236 0.0149989 -0.00703516 -0.00174564 0.0133937 -0.02076
internal_weight=0 0.0118829 0.0107377 0.00427395 0.00310075 0.00646378 0.0048294 0.00268866 0.00214074
internal_count=3910 3594 3342 1069 686 2273 1730 942 788
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=14
num_cat=0
split_feature=403 484 41 42 43 0 160 160 2 1 2 0 13
split_gain=0.000121212 0.000112257 0.00010503 9.43706e-05 0.000116287 0.000144945 0.000117878 0.000109885 0.000214388 0.000130421 8.95638e-05 0.000122738 1.92017e-05
threshold=0.088015000000000024 -0.0043499999999999988 1.0000000180025095e-35 -0.097204999999999986 -0.083899999999999988 -0.07773999999999999 -0.082109999999999975 0.092810000000000017 0.10393500000000001 0.11215000000000001 0.091525000000000009 -0.11991499999999998 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 8 10 -10 11 -8 -13
right_child=-2 2 -4 4 6 -7 7 -9 9 -11 -12 12 -14
leaf_value=-0.00055076245289615775 -0.00067098188391199337 -0.00040107909591572159 -0.00051823625105962756 6.3278545229993816e-05 -0.00045988421639864339 0.0010480546553417289 0.00088015976267544671 -0.00036959622405299282 -0.00046373297242515945 0.00039339617364710804 0.00097270346672685725 -0.00012613186527301595 0.00025744715039491506
leaf_weight=0.0011882388518545143 0.001013852834274488 0.0012020802426337138 0.0010592358572758436 0.0011127638916659547 0.0013332261604447936 0.001188230208077368 0.0011026320342382313 0.001253549646494316 0.0018679472546163092 0.0010754776557188297 0.0012691412050953865 0.0010024486015621733 0.00100456601511485
leaf_count=585 343 198 189 385 421 170 58 125 285 187 198 443 323
internal_value=0 2.85985e-05 7.61698e-05 0.000123114 0.000174721 0.000571816 8.25105e-05 0.000166834 0.000258669 -0.000150552 0.000533749 0.000354598 6.586e-05
internal_weight=0 0.0156595 0.0144713 0.0134121 0.01221 0.00230099 0.00990899 0.00857576 0.00732221 0.00294342 0.00437879 0.00310965 0.00200701
internal_count=3910 3567 2982 2793 2595 555 2040 1619 1494 472 1022 824 766
is_linear=0
shrinkage=0.00196078


Tree=3527
num_leaves=10
num_cat=0
split_feature=158 15 156 42 3 3 3 3 13
split_gain=2.59294e-05 4.36034e-05 6.4838e-05 6.90032e-05 3.92638e-05 0.000142309 0.00012384 8.11051e-05 5.12953e-05
threshold=0.08413000000000001 -0.19153499999999998 0.084330000000000016 -1.0000000180025095e-35 -0.11266 -0.078884999999999997 -0.015064999999999997 0.096385000000000012 -0.26418499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 -9
right_child=-2 2 -4 4 5 6 7 8 -10
leaf_value=-0.01604472833343288 -0.015469291899016661 -0.011459886264550263 -0.020579722840337079 0.025744720536015758 -0.026421230167674961 0.041210722301549124 -0.012675554799284831 0.033243622647270335 0.0041821891307751123
leaf_weight=0.0013064424369566762 0.0010138450286487138 0.0018498510411042455 0.0010251808761172756 0.0013204388038528343 0.0010727036947374979 0.0012378552159729621 0.0015753513622690897 0.0010415993955425785 0.0014568389257055281
leaf_count=335 440 841 450 193 748 503 189 88 123
internal_value=0 0.00119107 0.00331943 0.00588372 0.0100478 0.00680126 0.0135106 0.00509375 0.0162979
internal_weight=0 0.0118863 0.0105798 0.00955464 0.00770479 0.00638435 0.00531164 0.00407379 0.00249844
internal_count=3910 3470 3135 2685 1844 1651 903 400 211
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=10
num_cat=0
split_feature=1 0 15 16 39 47 4 1 160
split_gain=2.83569e-05 7.63438e-05 4.84333e-05 6.9841e-05 4.07045e-05 7.90349e-05 0.000116829 0.000155173 9.5499e-05
threshold=0.076710000000000014 -0.084074999999999997 0.041585000000000004 0.22945500000000005 0.085060000000000011 0.09252500000000001 0.0057500000000000008 0.10723500000000001 -0.025614999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -2
right_child=4 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.030802375644495762 0.016908611900168315 -0.026322111200868189 0.01861762331816208 0.010402244098498183 0.02115253934298586 -0.018194520679417268 0.050507670338315297 0.0025355587582041009 -0.020567890302644189
leaf_weight=0.0010117601638055789 0.0010356222467679662 0.0010356774763781913 0.0010249804793430505 0.0010357129791409062 0.0010948789977187927 0.0017397014406927546 0.001076579891937629 0.0018043930181686099 0.0019798829426701252
leaf_count=1009 250 237 569 193 340 275 122 236 679
internal_value=0 -0.00695435 0.00083815 -0.00795962 0.00312059 0.000535159 0.00606118 0.0204621 -0.00769724
internal_weight=0 0.00410813 0.00309637 0.00207139 0.00873106 0.00763618 0.00589648 0.00288097 0.00301551
internal_count=3910 2008 999 430 1902 1562 1287 358 929
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=10
num_cat=0
split_feature=52 52 4 4 4 160 13 43 160
split_gain=2.42193e-05 3.72391e-05 6.57312e-05 6.08004e-05 4.91123e-05 5.84089e-05 6.00031e-05 6.875e-05 8.87225e-05
threshold=0.17829500000000004 0.10433000000000002 -0.34687499999999999 -0.084009999999999987 -0.06272999999999998 -0.026849999999999995 -0.091849999999999987 -0.074254999999999988 0.08234000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 -9
right_child=-2 -3 3 4 5 6 7 8 -10
leaf_value=-0.022975746264943447 -0.014372824716267661 0.018531467638987102 0.022754572529252032 -0.021721701355631347 0.022358729055731712 0.015580525735309412 0.0067044548862271527 -0.033018976752035745 0.0047361897902245161
leaf_weight=0.0011681566222843812 0.001086251167081157 0.0011252437412354278 0.0012455060367458541 0.0010003013507442829 0.0011709632033657441 0.0014570421672699362 0.0019029582260907665 0.0015942313970401479 0.0010210545002089675
leaf_count=240 463 270 482 605 475 236 617 405 117
internal_value=0 0.00123768 -0.000605055 0.00217735 -0.000968655 0.00193627 -0.00206588 -0.00775648 -0.0182787
internal_weight=0 0.0116855 0.0105602 0.00939206 0.00814655 0.00714625 0.00597529 0.00451824 0.00261529
internal_count=3910 3447 3177 2937 2455 1850 1375 1139 522
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=10
num_cat=0
split_feature=1 0 43 12 47 4 15 16 12
split_gain=2.64925e-05 5.31218e-05 4.85391e-05 4.31956e-05 8.39088e-05 0.000101117 0.000108173 0.000132507 4.15503e-05
threshold=0.085835000000000009 -0.089879999999999974 -0.083899999999999988 -1.0000000180025095e-35 0.10887000000000001 -0.034289999999999994 -0.07142999999999998 -0.095109999999999986 0.093125000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 -7 -4
right_child=3 2 8 4 -6 6 -8 -9 -10
leaf_value=-0.023160466883585196 0.018498283970543105 0.014420911117476766 -0.023566645469997372 -0.021750585924216206 -0.025118923806736082 0.029133759857526587 0.03758946184940784 -0.014610488073667667 0.0048465539279556585
leaf_weight=0.001304371499762869 0.0015417999358536202 0.00145900104247918 0.001033818732868789 0.0011049504491542203 0.0011114428612884544 0.0011152550014310626 0.001200795797080067 0.001826616480891283 0.0010249214950218339
leaf_count=592 443 476 762 564 157 150 199 197 370
internal_value=0 -0.00592397 0.000467295 0.00348192 -0.000158905 0.00512761 0.0122967 0.00197283 -0.00942144
internal_weight=0 0.00482211 0.00351774 0.00790086 0.00635906 0.00524762 0.00414267 0.00294187 0.00205874
internal_count=3910 2200 1608 1710 1267 1110 546 347 1132
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=13
num_cat=0
split_feature=11 48 0 51 133 159 133 42 0 12 52 1
split_gain=9.76709e-05 9.39542e-05 0.000166743 9.59648e-05 9.69515e-05 9.17648e-05 9.68605e-05 0.000109667 0.0001508 0.000141519 0.000121748 0.000106954
threshold=0.08184000000000001 0.096835000000000018 -0.16443499999999997 0.092720000000000011 0.10599500000000002 0.09141500000000001 -0.0023199999999999996 -0.089024999999999979 -0.06402999999999999 0.086935000000000012 0.0033900000000000002 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 9 10 11 -9
right_child=-2 2 -4 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00030285002965084955 -0.00058277336228846862 -0.00014223440983915126 0.00095330315966151509 -0.00061108229885655874 -0.00056009341018872967 -0.00047624968401024557 -0.00037401086899342483 0.00062647564182936346 0.00080310481763022005 -0.00051207773207793668 0.00089610499756912897 -0.00015482772587856351
leaf_weight=0.0016010028070644949 0.0010582129400851193 0.0010519626485407108 0.0010850966994863593 0.0010075683303605422 0.0010104746605740034 0.0010425700015587848 0.0010182125363688002 0.0010176771148564362 0.0017986792112261061 0.0010161268410729786 0.0010097980025897124 0.0019925063302501495
leaf_count=851 224 60 285 282 482 359 140 248 224 385 129 241
internal_value=0 3.40613e-05 0.000414027 -3.08236e-05 1.99844e-05 7.58268e-05 0.000136709 0.000226322 0.000315757 0.000141697 0.000306952 0.000109314
internal_weight=0 0.0146517 0.00213706 0.0125146 0.011507 0.0104966 0.009454 0.007853 0.00683479 0.00503611 0.00401998 0.00301018
internal_count=3910 3686 345 3341 3059 2577 2218 1367 1227 1003 618 489
is_linear=0
shrinkage=0.00196078


Tree=3532
num_leaves=13
num_cat=0
split_feature=403 11 43 457 42 15 15 52 4 49 3 2
split_gain=0.000128058 0.000125478 9.84991e-05 0.000113292 0.000130885 0.00017716 0.000196196 0.000107109 0.000103385 8.96471e-05 0.000116069 4.33865e-05
threshold=0.088015000000000024 0.077330000000000024 0.0016850000000000001 -0.0034949999999999994 0.095385000000000011 -0.074174999999999977 -0.017214999999999998 0.084240000000000023 -0.076854999999999993 1.0000000180025095e-35 0.090325000000000003 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -7 8 -8 10 -5 -4
right_child=-2 -3 11 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00057260580422086721 -0.00068606359089627917 -0.00052673777575500678 0.00015860064268930708 0.00012130449434175548 0.00072564712183352943 -0.00096912945734855757 0.00055893514916151809 -0.00057408777501411021 -0.0001899129254660131 -0.00014552222456454321 0.0008972792419574948 0.00067852477561777607
leaf_weight=0.0011442147538844949 0.0010138535786765419 0.0013972030172539939 0.0011280040177021394 0.0015898318823225769 0.0010738068610548586 0.0011215908325983019 0.001326343968747755 0.0010492034475761084 0.0015223772716660899 0.0012338509411111672 0.0013882312107712895 0.0013623215862030563
leaf_count=295 343 272 291 342 349 261 355 444 225 385 94 254
internal_value=0 3.34606e-05 8.961e-05 1.27406e-05 7.7733e-05 2.36709e-06 -0.000246454 -3.85112e-05 0.000158745 0.000298898 0.000483027 0.000443023
internal_weight=0 0.015337 0.0139398 0.0114495 0.0103052 0.00923143 0.00501952 0.00389792 0.00284872 0.00421191 0.00297806 0.00249033
internal_count=3910 3567 3295 2750 2455 2106 1285 1024 580 821 436 545
is_linear=0
shrinkage=0.00196078


Tree=3533
num_leaves=11
num_cat=0
split_feature=11 13 39 0 16 1 4 4 151 0
split_gain=2.46908e-05 3.84859e-05 7.13281e-05 9.60872e-05 7.03994e-05 5.14547e-05 4.42382e-05 0.000108853 5.51377e-05 6.28266e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 0.08844500000000001 -0.0037349999999999992 -0.083329999999999987 -0.0074049999999999993 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 -6 -8 -10
right_child=-2 2 -4 -5 6 -7 8 -9 9 -11
leaf_value=0.00059692629480123291 -0.014024332693059836 -0.024778121754470594 0.019435890183911481 -0.030521598464973529 0.015531061202816238 0.028668930196612114 0.030243778724323024 -0.030791562240532103 -0.014569224946424328 0.019384367315579583
leaf_weight=0.0016542506104538016 0.0011560685331694154 0.0010057667006400928 0.001332707362026982 0.0012889272949650659 0.0010216800606776581 0.0010787311903801963 0.0010464312013972119 0.0010075642461351852 0.0010957145724048711 0.0010842246329039094
leaf_count=259 279 167 366 328 432 247 77 1260 66 429
internal_value=0 0.00129988 -0.00189284 -0.00565758 -0.000539239 0.0116772 0.00409935 -0.00746914 0.0113754 0.00231809
internal_weight=0 0.011616 0.00888302 0.00755031 0.00626138 0.00273298 0.00525561 0.00202924 0.00322637 0.00217994
internal_count=3910 3631 3125 2759 2431 506 2264 1692 572 495
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=9
num_cat=0
split_feature=474 160 133 1375 133 12 42 1
split_gain=2.62787e-05 9.72058e-05 0.000110335 5.1919e-05 6.07424e-05 5.55355e-05 0.000134217 6.74581e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 0.099765000000000006 0.092365000000000017 0.083725000000000008 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.022182093790311525 0.014780531466219996 -0.024559245350431066 -0.014501976388181135 -0.0068339999144479543 -0.01225021713453104 -0.00092570630862706346 0.048544479200142904 0.022065504375312125
leaf_weight=0.0018963423056967471 0.0010882101291043887 0.0012992016810988048 0.0010117550376841132 0.001465714649144734 0.0010820489296928882 0.0018986397584003787 0.0011717557509516446 0.0017991674829007614
leaf_count=927 424 843 73 250 469 334 259 331
internal_value=0 -0.00147037 0.00256698 0.00674804 0.00964663 0.0133866 0.0195114 0.00909155
internal_weight=0 0.0116246 0.00972828 0.00842908 0.00741733 0.00633528 0.00443664 0.00326488
internal_count=3910 3486 2559 1716 1643 1174 840 581
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=13
num_cat=0
split_feature=133 52 453 376 16 159 3 159 52 47 1 13
split_gain=0.00011077 0.000105917 0.000103936 0.000113139 0.000137175 0.000101943 0.000126448 0.000153757 0.000140589 0.000130678 0.00010841 0.000119592
threshold=0.10681500000000001 -0.27466499999999994 1.0000000180025095e-35 0.048375000000000008 -0.50388999999999984 -0.034019999999999988 -0.14218999999999996 0.09141500000000001 -0.081429999999999989 0.092255000000000018 0.09112000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 -8 10 11 -10
right_child=-2 2 -4 -5 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.00049653680851750751 -0.00063818416423306831 0.00061436125378455718 -0.00053532875509303731 0.00072937277201748883 -0.00059670491019961195 0.00068015904394034263 0.00055534614842880285 -0.00074357418434476135 -0.00040887829893018383 0.00055777849753485781 -0.00063376840028828976 0.00037447583133050463
leaf_weight=0.0013801465044295793 0.0010434299582304752 0.0015247013027650498 0.0010041552375801002 0.0010727651589950747 0.0010432949060701505 0.001081307599057506 0.0017317307167006753 0.0010254792789864886 0.0014462902597925803 0.0010027633335603159 0.0016097133097780049 0.0015547627478666116
leaf_count=394 545 229 86 172 407 138 242 320 855 107 212 203
internal_value=0 2.18663e-05 7.26199e-05 0.000119247 6.47941e-05 -1.50437e-05 4.91587e-05 -3.23521e-05 6.69423e-05 -8.37265e-05 -0.000223243 -3.04414e-06
internal_weight=0 0.0154771 0.014097 0.0130928 0.01202 0.0104953 0.00945205 0.00837074 0.00734526 0.00561353 0.00461077 0.00300105
internal_count=3910 3365 2971 2885 2713 2484 2077 1939 1619 1377 1270 1058
is_linear=0
shrinkage=0.00196078


Tree=3536
num_leaves=11
num_cat=0
split_feature=15 16 2 4 150 42 47 4 52 4
split_gain=2.48041e-05 3.17278e-05 6.44416e-05 8.54793e-05 7.25338e-05 5.82403e-05 6.9736e-05 6.69261e-05 4.59302e-05 1.6099e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.11043500000000002 -0.08422499999999998 0.085285000000000014 -0.089024999999999979 0.086425000000000016 -0.0086749999999999969 0.081680000000000016 -0.04738499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 7 -7 -3 -4
right_child=1 2 9 4 -6 6 -8 -9 -10 -11
leaf_value=0.013894823481242014 -0.014320793344995668 -0.0057205764324327361 0.025593990933635836 0.029441774789373577 -0.021145127100548104 -0.0039331498355027143 -0.019102547954261292 0.028366022912306811 -0.034405010698295012 0.0076852650034262672
leaf_weight=0.0011536575250699179 0.0016502078608862372 0.0011227717217197036 0.0010054430011766716 0.0010247534378002411 0.0010124503398664057 0.001355844995073823 0.001062496284321807 0.0012176674784866092 0.0011101831334395936 0.0010024030518806732
leaf_count=317 323 388 169 181 220 1004 290 446 307 265
internal_value=0 -0.00148221 0.0006548 -0.00340814 0.00311524 0.00838528 0.00245083 0.0113493 -0.0199819 0.0166532
internal_weight=0 0.0115642 0.00991401 0.00790617 0.00567321 0.00466076 0.00363601 0.00257351 0.00223295 0.00200785
internal_count=3910 3593 3270 2836 2141 1921 1740 1450 695 434
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=12
num_cat=0
split_feature=41 4 0 43 1 3 39 47 51 15 12
split_gain=8.19394e-05 7.98745e-05 0.000192569 0.000130961 0.00012182 0.00010002 0.000127439 0.00017055 0.000126199 0.000134314 6.21703e-05
threshold=0.078535000000000008 -0.49837999999999999 -0.017269999999999997 -0.24333999999999997 1.0000000180025095e-35 -0.074234999999999982 0.005105000000000001 0.09252500000000001 0.092720000000000011 -0.097269999999999981 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 -6 7 8 9 -7 -5
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00043545204336625131 -0.00053723598995209507 -0.00068435206235255947 0.00063861091519472498 -5.7717262573673575e-05 0.00054567670214232674 0.00069127678818401556 0.00063491130165697982 -0.00077765500650772484 -0.00051574532739205299 -7.7712805384228862e-05 -0.00069721522444545869
leaf_weight=0.0013015438229533197 0.0010481425524602869 0.001043935642925614 0.0019833647876946409 0.0012608318572494141 0.0019074589828104657 0.0015569340021821475 0.0011440515250232654 0.001095034196007167 0.0010436878873646693 0.0019886402562292248 0.0010895414027226925
leaf_count=169 195 173 252 671 565 106 262 122 79 247 1069
internal_value=0 2.933e-05 7.21922e-05 -2.04215e-05 4.20978e-05 0.000148712 3.78224e-05 -8.23508e-05 8.35543e-05 0.000259966 -0.000354164
internal_weight=0 0.015415 0.0141135 0.0121301 0.0110862 0.00873581 0.00682835 0.0056843 0.00458926 0.00354557 0.00235037
internal_count=3910 3715 3546 3294 3121 1381 816 554 432 353 1740
is_linear=0
shrinkage=0.00196078


Tree=3538
num_leaves=13
num_cat=0
split_feature=484 42 156 43 42 1 4 12 2 4 16 15
split_gain=8.19249e-05 8.51904e-05 7.86894e-05 7.4889e-05 6.69628e-05 0.000193784 9.05997e-05 0.000134433 8.38172e-05 8.31971e-05 0.000176441 4.34575e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.089935000000000001 -0.15648499999999999 0.086325000000000013 0.099595000000000017 -1.0000000180025095e-35 0.084100000000000022 0.097360000000000016 0.26450500000000005 -0.094359999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 11 -9 10 -8 -5
right_child=1 2 -4 4 5 -7 9 8 -10 -11 -12 -13
leaf_value=-0.00053403437445718072 -0.00051079329386390971 0.00053601385801654888 -0.00045633162644958652 0.0009584984233100139 -0.0008220270835265569 0.00033678930477917655 -0.00086536847642851929 -0.00038231317924992768 0.00037288166447401524 0.00038288298426045463 0.00014051727881675305 0.0003966705700698802
leaf_weight=0.0010742174867977581 0.0010443439660567976 0.0014341580160123152 0.0010020568823256261 0.0010975969837021169 0.001112530817277363 0.0011067456509158487 0.0011077218362737888 0.0011155204735659799 0.0011450002412616567 0.0010846646627395012 0.0016983837600621906 0.0010223508703406515
leaf_count=612 215 191 329 211 785 206 125 546 118 248 189 135
internal_value=0 2.78891e-05 7.1409e-05 0.000115756 5.83028e-05 -0.000244129 0.000139449 0.000332853 2.08544e-07 -7.8297e-05 -0.00025656 0.000687555
internal_weight=0 0.0139711 0.0129267 0.0119247 0.0104905 0.00221928 0.00827124 0.00438047 0.00226052 0.00389077 0.00280611 0.00211995
internal_count=3910 3298 3083 2754 2563 991 1572 1010 664 562 314 346
is_linear=0
shrinkage=0.00196078


Tree=3539
num_leaves=12
num_cat=0
split_feature=158 42 39 48 50 1 3 52 49 15 0
split_gain=7.85266e-05 0.000127283 6.83015e-05 0.000122643 0.000185491 0.000225525 7.15898e-05 7.8664e-05 0.000106679 9.28549e-05 0.000152539
threshold=0.085745000000000002 -0.10770999999999999 0.084535000000000013 0.11930500000000001 0.089390000000000011 0.11198000000000001 -0.115685 0.086950000000000013 -0.069934999999999983 -0.095799999999999982 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 -10 -11
right_child=-2 2 -4 -5 -6 -7 7 -9 9 10 -12
leaf_value=-0.00078642515891957096 -0.00066305862993896341 0.0002610604930447833 0.00041027390831265605 -0.00075166316572686275 -0.00085674126064264023 0.00067228096066385677 -0.00055084836116450059 -0.00059844197195796768 -0.00039244525099305083 0.00087018237514683682 -6.8524102591582022e-05
leaf_weight=0.001045071833416975 0.0011341999820490096 0.0016439825540468167 0.0010256816125707819 0.0010672662479383694 0.0010137987441109836 0.0017115421346881677 0.0014142245679484074 0.0014602349731207736 0.0011721029819465661 0.0010252468851179081 0.0018970355114136591
leaf_count=212 410 222 330 106 551 236 139 635 182 88 799
internal_value=0 -0.000127295 -7.60084e-05 -0.000116214 -5.63992e-05 2.21902e-05 -0.000106996 -0.000193822 -8.65646e-05 7.38018e-05 0.00026081
internal_weight=0 0.0144762 0.0134311 0.0124054 0.0113382 0.0103244 0.00861283 0.00696884 0.00550861 0.00409439 0.00292228
internal_count=3910 3500 3288 2958 2852 2301 2065 1843 1208 1069 887
is_linear=0
shrinkage=0.00196078


Tree=3540
num_leaves=10
num_cat=0
split_feature=0 4 43 3 160 0 2 4 16
split_gain=2.68376e-05 8.25404e-05 5.16395e-05 6.56604e-05 5.75783e-05 8.02e-05 5.23727e-05 0.000102375 4.93328e-05
threshold=1.0000000180025095e-35 -0.49269499999999994 -0.079109999999999986 -0.074234999999999982 -0.081069999999999989 -0.10071499999999999 0.11230000000000001 0.015635000000000003 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -5 6 7 -6 -1
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.0041675710980604817 -0.011879299886179778 0.025803317014046392 0.017745511662396737 0.016723990158320021 -0.015332482065169418 -0.033429216274078181 -0.017826963916661682 0.027700330162946235 -0.031486150625388586
leaf_weight=0.0018834872324593821 0.0010303091379809289 0.0013337570203452607 0.0019496326454486951 0.001119319706864322 0.0010291307420815105 0.0010101731646097577 0.0012457889682690598 0.0011945005445718124 0.001018469539918459
leaf_count=930 171 223 1282 200 90 439 150 128 297
internal_value=0 0.00938045 -0.00241802 0.00194047 -0.0035631 -0.00863226 -0.00141225 0.00778408 -0.0137553
internal_weight=0 0.00236407 0.0104505 0.00754855 0.00559891 0.00447959 0.00346942 0.00222363 0.00290196
internal_count=3910 394 3516 2289 1007 807 368 218 1227
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=11
num_cat=0
split_feature=0 12 52 157 160 133 2 2 151 1
split_gain=2.3794e-05 7.10054e-05 6.24553e-05 6.34862e-05 0.000103356 5.00595e-05 5.15584e-05 7.89364e-05 6.17374e-05 5.07743e-05
threshold=-0.017269999999999997 0.082640000000000005 -0.24456499999999998 -0.077534999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.113945 0.086875000000000022 -0.0017399999999999998 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 9 -9 -7
right_child=1 -3 3 4 5 6 -8 8 -10 -11
leaf_value=-0.025895843230799073 0.028095216644644629 -0.0050325646776801904 0.023703233177598003 -0.027096032484744022 -0.017056676657485944 -0.017480461965069898 -0.011169205424590184 0.0071399148856520836 0.041147411825209 0.013892097981817043
leaf_weight=0.001021430808188545 0.0010724836441127106 0.0016308654053741223 0.0010189674411855915 0.001436712198008395 0.0010908647940344723 0.0010597811016464882 0.0012809163839724727 0.0010059225832177235 0.0011374478637595324 0.001005160115158975
leaf_count=346 243 203 313 792 780 354 238 119 356 166
internal_value=0 0.00811002 -0.00245764 0.000191885 -0.0027965 0.00250912 0.00639739 0.0117443 0.0251871 -0.00220911
internal_weight=0 0.00270335 0.0100572 0.00903577 0.00801681 0.00658009 0.00548923 0.00420831 0.00214337 0.00206494
internal_count=3910 446 3464 3118 2805 2013 1233 995 475 520
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=11
num_cat=0
split_feature=1 0 133 133 160 1 1 0 16 15
split_gain=2.47657e-05 6.38214e-05 7.36406e-05 4.0148e-05 6.80092e-05 7.41033e-05 0.000127848 6.6578e-05 6.02994e-05 5.73964e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -0.0047949999999999989 -1.0000000180025095e-35 0.090905000000000014 0.10386500000000001 -0.16443499999999997 0.0032450000000000005 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 9 -6 -7 -8 -9 -5
right_child=3 2 -4 4 5 6 7 8 -10 -11
leaf_value=-0.026380181061537528 0.021440891364939652 0.01516878933870127 -0.017043097984314977 0.0024515216918925761 0.029322540038988883 -0.028875017809189676 -0.0078536071476334509 0.038665580566847733 0.0042255834978221826 -0.030569967030416791
leaf_weight=0.0011668010080165235 0.0010222347195918292 0.0016509313890863794 0.0012448732995328283 0.0010003469384701671 0.0011062280389491372 0.0011157897544928686 0.0012502635633991604 0.0010182414520346007 0.0010152748181475307 0.001110926204384563
leaf_count=1044 329 435 529 152 214 299 103 298 177 330
internal_value=0 -0.00663473 0.00132127 0.0028324 0.000335077 0.00618637 0.000369013 0.0103058 0.0214707 -0.014924
internal_weight=0 0.00406261 0.0028958 0.00863931 0.00761707 0.0055058 0.00439957 0.00328378 0.00203352 0.00211127
internal_count=3910 2008 964 1902 1573 1091 877 578 475 482
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=11
num_cat=0
split_feature=42 49 151 151 4 1 52 52 2 12
split_gain=2.47219e-05 5.10815e-05 8.50224e-05 7.03135e-05 6.22547e-05 0.000118392 5.99612e-05 8.64704e-05 8.09193e-05 2.79851e-05
threshold=-1.0000000180025095e-35 -0.047894999999999993 -0.03268999999999999 -0.039414999999999999 0.27608500000000008 0.11215000000000001 -0.08799499999999999 0.098910000000000012 0.086875000000000022 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 5 6 -4 8 -8 -1
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.001848393163360149 0.034612131593420283 -0.027937400839527993 -0.016922732459693408 0.00011463676241260076 0.023636854956426919 -0.031467047813691397 0.0035474290108320479 -0.012061113423227535 0.038927589903219956 -0.021075867655312733
leaf_weight=0.0010309014584949847 0.0010150619001058035 0.0010933534655160181 0.0010031244911835368 0.0014136915925487313 0.0011216225167045308 0.001110955682596837 0.0013272870581794852 0.0011617714345052901 0.0012602360220169845 0.0011015206665592836
leaf_count=167 212 343 396 238 282 146 470 420 343 893
internal_value=0 0.00181608 -0.00200707 0.0145324 0.00205178 -0.00207729 0.00479304 0.0106031 0.0207791 -0.00999333
internal_weight=0 0.0105071 0.00807835 0.00242875 0.006985 0.00586337 0.00475242 0.00374929 0.00258752 0.00213242
internal_count=3910 2850 2400 450 2057 1775 1629 1233 813 1060
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=9
num_cat=0
split_feature=52 2 2 160 42 42 0 16
split_gain=2.60336e-05 6.45623e-05 8.82578e-05 4.45868e-05 5.76986e-05 6.13632e-05 7.52474e-05 7.34966e-05
threshold=-0.048794999999999991 0.097940000000000013 0.085005000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091590000000000019 -0.10462499999999998 -0.004514999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6 -8
right_child=3 -3 -4 4 5 -7 7 -9
leaf_value=0.014643090021262566 -0.018226096672421054 0.021646281158117772 -0.020892992032281031 -0.019609538948015755 -0.0050963607947475736 -0.017115225208497165 0.036828456826200874 0.001377838077450619
leaf_weight=0.0013860466399252915 0.0016452222606509097 0.0016547117018384117 0.0014097487042369343 0.0011976519622934239 0.0018540125742558368 0.0010363836250196186 0.0013743827734545736 0.0010179779225539234
leaf_count=307 924 496 387 695 222 449 343 87
internal_value=0 0.00599044 -0.00327558 -0.00352453 0.000207849 0.00470064 0.0100251 0.0217438
internal_weight=0 0.00445051 0.0027958 0.00812563 0.00648041 0.00528276 0.00424637 0.00239236
internal_count=3910 1190 694 2720 1796 1101 652 430
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=11
num_cat=0
split_feature=484 474 160 50 42 49 1 2 16 2
split_gain=0.000104696 8.98813e-05 0.000113056 0.000140659 0.000107765 0.000100211 0.00016001 0.000126778 0.000113798 0.000104298
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.088160000000000002 -1.0000000180025095e-35 -0.045004999999999996 0.11052000000000002 0.091525000000000009 0.15737500000000001 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 7 -7 -9 -6
right_child=1 -3 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.0005860530421859275 -0.00050378408705239758 0.00052581495945523801 -0.00042963161289116911 0.00072382912424540113 0.00083483330033365779 -0.00025798105627763236 -0.00060901937533221792 0.00084726968881098286 3.0294688057438548e-05 6.4243339010006551e-05
leaf_weight=0.0011363715381839451 0.0016079066914272957 0.0012911180710456016 0.0019899329875296768 0.0010831691483601967 0.0011536681130992835 0.0019702004681031596 0.0015525520870692949 0.0011944569157974066 0.0014527803307555417 0.0016285300732286232
leaf_count=612 556 318 737 299 129 437 256 213 172 181
internal_value=0 3.13526e-05 -1.5475e-05 4.9817e-05 -1.6904e-05 7.4839e-05 -6.44685e-05 0.000118629 0.000398921 0.000383777
internal_weight=0 0.0149243 0.0136332 0.0120253 0.0109421 0.00895219 0.00616999 0.00461744 0.00264724 0.0027822
internal_count=3910 3298 2980 2424 2125 1388 1078 822 385 310
is_linear=0
shrinkage=0.00196078


Tree=3546
num_leaves=11
num_cat=0
split_feature=41 158 457 50 4 2 48 13 12 13
split_gain=7.11349e-05 6.3626e-05 6.6419e-05 6.93472e-05 8.99079e-05 0.000126437 0.000101279 8.12956e-05 7.16752e-05 8.84109e-05
threshold=0.078150000000000011 0.084710000000000021 -0.0034949999999999994 0.088425000000000017 0.24280000000000004 0.11339500000000001 0.083775000000000002 0.0024700000000000004 0.097345000000000015 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00040336305744265313 -0.00051897392476024011 -0.00044159899533230439 -0.00038511708796534798 -0.00030903910709901032 0.00057375940367556365 -0.00050139188459367393 0.0005582097501334515 -0.00030582214986004774 0.00058759708129760215 0.00032736711023217409
leaf_weight=0.0010935152760545254 0.0010003028490541124 0.0010533122384221187 0.0011791434794359806 0.001398672737553011 0.0016654632142231599 0.0012478990968796269 0.0019453532528957759 0.0017924767766840741 0.0012426035114120244 0.0015495281810631268
leaf_count=299 201 405 681 556 312 256 312 324 114 450
internal_value=0 2.20541e-05 5.92927e-05 0.000101379 0.000155419 7.76327e-05 0.000171361 4.07941e-05 0.000197243 1.94806e-05
internal_weight=0 0.014168 0.0131147 0.0120211 0.0106225 0.008957 0.00770911 0.00576375 0.00397128 0.00272867
internal_count=3910 3709 3304 3005 2449 2137 1881 1569 1245 1131
is_linear=0
shrinkage=0.00196078


Tree=3547
num_leaves=10
num_cat=0
split_feature=11 16 2 4 0 16 0 1 52
split_gain=2.41599e-05 3.09739e-05 6.83484e-05 0.000101753 8.95309e-05 4.56267e-05 7.65263e-05 5.97802e-05 7.05212e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.13506999999999997 -0.11180499999999999 -0.06402999999999999 0.089175000000000018 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 8 -7
right_child=-2 2 4 5 -6 6 -8 -9 -10
leaf_value=-0.013089203997243498 -0.013921684394087247 -0.029400615094511029 -0.0039844830276221706 0.021266094183845174 0.031808940057712072 0.020390857599497061 0.01961988106464153 -0.023431131683155956 -0.015763644009134405
leaf_weight=0.0013343998452929893 0.0011581637110891904 0.0011435697057593707 0.0012351944619381286 0.0011271643155123575 0.0016092952261749713 0.0010816233694643706 0.0013255050506927337 0.0015406041416545762 0.0010764051960134126
leaf_count=394 279 141 105 213 476 354 158 506 1284
internal_value=0 0.00123292 0.00311779 -0.00200908 0.016266 0.0030832 -0.000996129 -0.00838443 0.00235732
internal_weight=0 0.0114738 0.0101394 0.00729487 0.00284449 0.0061513 0.00502414 0.00369863 0.00215803
internal_count=3910 3631 3237 2656 581 2515 2302 2144 1638
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=11
num_cat=0
split_feature=150 4 4 4 42 2 16 13 16 16
split_gain=6.61636e-05 0.000102018 6.61881e-05 7.53104e-05 6.95803e-05 8.80148e-05 0.000102094 0.000115912 5.22709e-05 9.07591e-05
threshold=-0.096234999999999987 0.27608500000000008 -0.0017649999999999999 0.015635000000000003 0.088915000000000008 0.11290500000000002 -0.083564999999999987 -0.077944999999999987 -0.30307999999999996 0.058875000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 -5 -10
right_child=1 -3 3 8 -6 -7 7 -9 9 -11
leaf_value=0.00047374580906887865 0.00039518496147053446 0.0003743319033069003 -0.00072813623040848179 -0.0005224451813017571 -0.00042881548052778258 0.00061125637656594218 -0.00066114370629306418 9.1399826077794463e-05 0.00022610718596239682 -0.00046955118603036176
leaf_weight=0.0010140627496240369 0.0015953800326920023 0.001934519050245242 0.0011139508256194962 0.0011006262291602033 0.0011413415551476749 0.0010621909884531676 0.001311412025303901 0.0019674913902297652 0.001993447989188931 0.001129628122279386
leaf_count=85 424 412 301 187 722 122 455 791 246 165
internal_value=0 -4.4498e-05 -0.000109758 -0.000274617 1.45685e-05 9.98131e-05 -1.16393e-05 -0.000209583 -0.000155007 -2.5515e-05
internal_weight=0 0.01435 0.0124155 0.00533765 0.00707782 0.00593647 0.00487428 0.0032789 0.0042237 0.00312308
internal_count=3910 3825 3413 899 2514 1792 1670 1246 598 411
is_linear=0
shrinkage=0.00196078


Tree=3549
num_leaves=13
num_cat=0
split_feature=41 158 159 49 52 13 2 151 12 16 16 0
split_gain=7.38438e-05 0.000110958 8.47446e-05 5.97337e-05 8.20912e-05 0.000102658 6.92428e-05 8.86505e-05 0.000108138 9.41117e-05 5.97265e-05 4.52501e-05
threshold=0.078150000000000011 0.084965000000000027 0.088320000000000023 0.10251500000000001 0.11588000000000002 -0.094679999999999986 0.092450000000000018 -0.0074049999999999993 0.097345000000000015 -0.057604999999999996 -0.073459999999999984 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 7 -7 9 -9 -8 -1
right_child=-2 -3 -4 -5 -6 6 10 8 -10 -11 -12 -13
leaf_value=0.00013636975849006059 -0.00052116573329959138 -0.00059787308688848682 0.00058507006686139547 0.00042794124842127323 -0.00047628746474481153 0.00052453258641955503 -0.00065417421382837166 -0.00069033717455062186 0.00042696356247619858 6.3493301959847016e-05 -8.0715001088543618e-05 0.00070018271780120144
leaf_weight=0.0011078522192530874 0.0010264829281519941 0.0010310033061310024 0.0011236294341342322 0.001262632661746547 0.0013460882656031849 0.0012645742173785267 0.0011413247717066777 0.0012333283820244365 0.001132554281703225 0.0013162957116674904 0.0017987493333821939 0.0010815782892185178
leaf_count=155 201 396 265 327 440 239 219 789 143 299 382 55
internal_value=0 2.26288e-05 6.89578e-05 2.32408e-05 -2.1495e-05 3.92608e-05 -6.5017e-05 7.66227e-05 -7.72035e-05 -0.000301157 -0.00030333 0.000414893
internal_weight=0 0.0148396 0.0138086 0.012685 0.0114223 0.0100763 0.00788683 0.00494675 0.00368218 0.00254962 0.00294007 0.00218943
internal_count=3910 3709 3313 3048 2721 2281 2071 1470 1231 1088 601 210
is_linear=0
shrinkage=0.00196078


Tree=3550
num_leaves=13
num_cat=0
split_feature=484 42 133 457 160 160 12 2 3 0 52 3
split_gain=8.41129e-05 8.11516e-05 7.53686e-05 8.17387e-05 9.1687e-05 0.000105061 0.000146323 0.000158297 0.000144705 0.000121811 0.000149846 9.7917e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.091614999999999988 -0.0034949999999999994 -0.082234999999999989 0.091575000000000017 0.086935000000000012 0.10362500000000001 0.12046500000000002 -0.12329499999999999 0.048490000000000012 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 11 9 -6 -11 -8
right_child=1 2 3 4 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0005374977782084359 -0.00050175778233574808 -0.00043445078787213609 -0.00040279598249147577 -0.00032696034429988342 0.0011677832489839931 -0.00030723265004422228 -9.22923595874659e-05 -0.00064304554381053834 -0.00011474810820813568 1.1437687340837024e-05 0.0010129475143879517 0.00065899523984485568
leaf_weight=0.0010883915679068641 0.0010303108465267588 0.0010489770622597152 0.001074286051302384 0.0012917693132139122 0.0014076945842829026 0.0012271432903188878 0.0014056760646727036 0.0010219419272867736 0.0010400776291820827 0.0013474974912912399 0.0010010944342602954 0.0012691648517420585
leaf_count=612 215 456 191 470 136 156 553 243 139 377 163 199
internal_value=0 2.81455e-05 6.97102e-05 0.000113466 0.000163831 0.000229054 0.00030654 1.3386e-05 0.000532487 0.0007117 0.000438334 0.00026418
internal_weight=0 0.0141656 0.0131353 0.0120863 0.0110121 0.00972029 0.00849315 0.00369678 0.00479636 0.00375629 0.00234859 0.00267484
internal_count=3910 3298 3083 2627 2436 1966 1810 995 815 676 540 752
is_linear=0
shrinkage=0.00196078


Tree=3551
num_leaves=12
num_cat=0
split_feature=484 133 133 474 16 160 52 1 1 1 15
split_gain=6.60115e-05 6.41355e-05 8.39028e-05 7.86966e-05 7.163e-05 0.000113379 0.000111613 0.000108904 7.96197e-05 0.000177166 8.84679e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.084420000000000009 0.20277000000000003 -0.080184999999999992 -0.27466499999999994 0.076710000000000014 0.089455000000000021 0.10113500000000002 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -7 -9 -10 -11
right_child=1 -3 -4 -5 6 7 -8 8 9 10 -12
leaf_value=-0.0004803484907768262 -0.00072039858162829004 -0.00044671172713092402 0.00047610908636548448 0.00049685421529767316 -0.00023003480468445161 -0.0005069046623432309 0.00062616753810647611 0.00053439766072166774 -0.00066567617492119138 -0.00016667946454837552 0.00053262300563713277
leaf_weight=0.0010781031141543643 0.0011203808998665049 0.0010347079402996508 0.0016330556834077527 0.001109687657391536 0.0010527916452167689 0.0015317367020533431 0.001318398317411415 0.001185643363181485 0.0012263097923080751 0.0012362496770864997 0.0015901873616722406
leaf_count=612 334 481 514 232 212 713 107 174 174 149 208
internal_value=0 2.31237e-05 6.05065e-05 8.21358e-07 -5.2819e-05 -0.000142624 0.00024602 -4.70082e-05 8.74682e-05 -4.32823e-05 0.000226756
internal_weight=0 0.0140391 0.0130044 0.0113714 0.0102617 0.00789051 0.00237119 0.00677013 0.00523839 0.00405275 0.00282644
internal_count=3910 3298 2817 2303 2071 1752 319 1418 705 531 357
is_linear=0
shrinkage=0.00196078


Tree=3552
num_leaves=12
num_cat=0
split_feature=484 42 42 15 15 42 15 3 2 0 15
split_gain=7.7486e-05 8.48863e-05 8.33767e-05 7.79829e-05 0.000160548 0.000100084 0.000133012 9.34404e-05 9.19313e-05 8.92514e-05 5.1112e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.088669999999999985 1.0000000180025095e-35 0.090325000000000003 0.083970000000000017 -0.052074999999999989 0.12046500000000002 0.087995000000000004 -0.11208499999999998 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 8 -4 -9 -10
right_child=1 2 3 4 -6 6 -8 9 10 -11 -12
leaf_value=-0.00051069515635433652 -0.00051656486319860012 0.00060792199419453473 4.0988467565599534e-05 -0.00078458289752608105 0.00015293004432905823 0.0001329078450044121 -0.00075394870672916114 -0.00042817021803562283 0.00028567043697036107 0.00033568794343268873 0.00084459386538723467
leaf_weight=0.0011347852802940607 0.0010444736362470982 0.0010017175192545994 0.0016327165663004095 0.0012673143521618599 0.0015751443781187209 0.0016825902897673458 0.0010596850598857434 0.00128127015505132 0.001015978239756154 0.0010870475068045738 0.001651660473673159
leaf_count=612 215 228 296 541 585 512 248 116 173 93 291
internal_value=0 2.16181e-05 6.40256e-05 1.95621e-05 -0.000265061 0.000105529 -0.000209796 0.000235196 0.000407441 -7.75626e-05 0.000631726
internal_weight=0 0.0142996 0.0132551 0.0122534 0.00284246 0.00941095 0.00274228 0.00666867 0.00430036 0.00236832 0.00266764
internal_count=3910 3298 3083 2855 1126 1729 760 969 760 209 464
is_linear=0
shrinkage=0.00196078


Tree=3553
num_leaves=13
num_cat=0
split_feature=11 158 156 42 43 3 4 15 3 52 13 4
split_gain=0.000102682 9.50124e-05 9.01658e-05 8.39712e-05 0.000127055 0.000123192 9.75731e-05 6.01331e-05 0.000101003 0.00015666 0.000114188 7.49776e-05
threshold=0.08184000000000001 0.084965000000000027 0.088855000000000003 -0.09602999999999999 -0.074254999999999988 -0.078669999999999976 -0.08150499999999998 -0.10192499999999999 0.096385000000000012 -0.010284999999999997 -1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 9 -9 -11 -10
right_child=-2 -3 -4 4 7 -7 -8 8 11 10 -12 -13
leaf_value=-0.00037401646996443929 -0.00059117022111360986 -0.00054333233758307683 -0.00048232644506556935 0.00061954351002065479 -0.00028132992083480243 0.00093112809414199469 -0.00023463384199755942 -0.00071818089475320784 0.00010662178400946768 -0.00027948285824534107 0.0005503539640542408 0.00076135843590937604
leaf_weight=0.0011835580128114588 0.0010768576269663951 0.0010139255464499805 0.0010202236855991259 0.0010010649228241464 0.0017574797958623076 0.001423105497061782 0.0010570782550953458 0.0010623014093245342 0.0014227422317755756 0.0011596738002916602 0.001415910367552081 0.0012751232863661283
leaf_count=236 224 403 321 170 283 328 531 204 97 877 158 78
internal_value=0 3.59601e-05 7.85895e-05 0.000123444 0.000174313 0.000487546 0.000180831 3.95773e-05 0.000128594 -8.46045e-05 0.000176714 0.000416078
internal_weight=0 0.0147922 0.0137783 0.012758 0.0115745 0.00348125 0.00205814 0.00809323 0.00633575 0.00363789 0.00257558 0.00269787
internal_count=3910 3686 3283 2962 2726 1029 701 1697 1414 1239 1035 175
is_linear=0
shrinkage=0.00196078


Tree=3554
num_leaves=14
num_cat=0
split_feature=403 0 41 457 16 49 3 13 0 42 3 52 43
split_gain=0.000111629 0.000104134 0.000138032 0.000113563 0.000147182 0.000108835 0.000162834 0.000104164 0.000113358 0.000141591 9.95044e-05 0.00013211 1.84259e-05
threshold=0.088015000000000024 0.059810000000000009 1.0000000180025095e-35 -0.067474999999999993 -0.50388999999999984 -0.085974999999999982 -0.088024999999999978 -0.084824999999999998 -0.053834999999999994 0.08401500000000002 0.084925000000000014 -0.0066199999999999991 0.070805000000000021
decision_type=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 -9 -12 -3
right_child=-2 12 -4 4 5 6 7 8 -10 -11 11 -13 -14
leaf_value=-0.00075844543523119555 -0.0007846576689504093 9.094922233260522e-05 -0.00087395665024240956 0.00062659200877290854 -0.00072508126203844111 0.00048886072794264445 -0.00065649199763256742 -0.0006039189023827762 -0.00067835157495091945 0.00063045816265613766 -0.00024094228980452132 0.00063593374305288678 0.00045130432015207095
leaf_weight=0.001016864923553005 0.0010443530827500087 0.0010688001920135339 0.0010370406133234722 0.0010459041271580717 0.0011108509191724509 0.0016243985605456776 0.0015071774589710827 0.0012407672693048599 0.0010326386745160105 0.0011814780962343223 0.0019357651136235887 0.0010027517912947204 0.0011143141821413943
leaf_count=279 343 193 189 188 142 484 537 515 219 668 71 51 31
internal_value=0 -0.00012291 -0.000186135 -0.000129963 -7.52554e-05 -0.000144274 -7.65368e-05 -0.000192785 -8.34714e-05 3.11198e-05 -0.000138312 5.82866e-05 0.000274883
internal_weight=0 0.0159188 0.0137356 0.0126986 0.0116817 0.0106358 0.00952498 0.00790058 0.0063934 0.00536076 0.00417928 0.00293852 0.00218311
internal_count=3910 3567 3343 3154 2875 2687 2545 2061 1524 1305 637 122 224
is_linear=0
shrinkage=0.00196078


Tree=3555
num_leaves=10
num_cat=0
split_feature=11 48 0 42 1 2 13 3 1
split_gain=2.6685e-05 3.86455e-05 0.000117386 5.5704e-05 0.000101259 7.18229e-05 7.84035e-05 0.000176336 3.14595e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.084100000000000022 0.08844500000000001 0.11260500000000001 0.0024700000000000004 -0.015794999999999997 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.036138118796813924 -0.01593124976611681 -0.008798515576126497 0.027010812062684925 -0.0398008698927729 0.0022693304738121457 0.022227212894231671 -0.024276988250472056 -0.00068153855794883728 -0.025381949951322411
leaf_weight=0.0011459607816594764 0.0010106453718445292 0.001787574990608165 0.001876293016704029 0.0010067112067530064 0.0013252650456393839 0.0013912998780985439 0.0013188536097525367 0.0010523869071224722 0.0010109857387070617
leaf_count=646 254 115 604 929 505 234 355 110 158
internal_value=0 0.000993127 0.0095397 -0.00280178 -0.0158923 0.00235523 -0.0037505 0.00468472 -0.0127839
internal_weight=0 0.0119153 0.00366387 0.00825146 0.00233198 0.00591949 0.00452819 0.00320933 0.00206337
internal_count=3910 3656 719 2937 1434 1503 1269 914 268
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=11
num_cat=0
split_feature=1 0 151 4 16 16 3 1 15 3
split_gain=2.81191e-05 7.99581e-05 4.53131e-05 8.34709e-05 7.33778e-05 5.35467e-05 7.48254e-05 3.56745e-05 3.37497e-05 6.70967e-05
threshold=0.076710000000000014 -0.084074999999999997 -0.087654999999999983 0.24280000000000004 -0.095609999999999987 -0.055679999999999993 -0.010319999999999998 0.11287500000000002 0.041585000000000004 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -7 -5 9 -3
right_child=2 8 3 7 5 6 -8 -9 -10 -11
leaf_value=-0.031480276174138448 0.021883135607562446 -0.024395719511599436 -0.029001101509165218 0.0046729038474146826 0.013873305487987679 0.010220605988218466 -0.02289903577817131 0.030866418750470755 0.015828485423811385 0.011517872384312712
leaf_weight=0.0010148313270931532 0.0011000505160904742 0.0010395115258829562 0.0011269257150531998 0.0010825881499236583 0.0016468925872497107 0.0011840147273265314 0.0016093324837543395 0.0010004882763141199 0.001013689179077017 0.0010413542353648263
leaf_count=1009 164 381 174 117 393 522 224 308 569 49
internal_value=0 -0.0071221 0.00290594 0.000177153 -0.00621233 -0.000428574 -0.00886063 0.0172535 0.000865946 -0.00642302
internal_weight=0 0.00410939 0.00875029 0.00765024 0.00556717 0.00444024 0.00279335 0.00208308 0.00309455 0.00208087
internal_count=3910 2008 1902 1738 1313 1139 746 425 999 430
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=11
num_cat=0
split_feature=484 474 160 133 1375 1 13 16 4 2
split_gain=6.6371e-05 8.23986e-05 6.98917e-05 9.0321e-05 6.2066e-05 7.57127e-05 8.19938e-05 7.19517e-05 7.67972e-05 7.94888e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -1.0000000180025095e-35 0.12811000000000003 0.16421000000000002 0.10994000000000002 -0.080874999999999989 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 -10
right_child=1 -3 3 4 5 -7 -8 -9 9 -11
leaf_value=-0.00047753885187489713 -0.00040963005864504636 0.00050829479393370693 -0.00038860145708740815 -0.00032127639648361548 0.00078312511290850315 0.00062086806971830351 -0.00043043318788920509 -0.00014654041175163321 -0.00012779593459931378 0.00047125009159281758
leaf_weight=0.0010895075697153729 0.0015679202434889907 0.0012363102040858437 0.0016740910904937097 0.0011584627012129244 0.0010105810640118657 0.0011915367184895482 0.0010113228100887446 0.0019159691552748832 0.0017268313445794217 0.0016802784415115473
leaf_count=612 556 318 820 73 225 201 124 303 349 329
internal_value=0 2.46714e-05 -2.15455e-05 3.19756e-05 0.000104599 0.000162393 8.80175e-05 0.000170801 0.000308433 0.000167635
internal_weight=0 0.0141733 0.012937 0.0113691 0.00969498 0.00853652 0.00734498 0.00633366 0.00441769 0.00340711
internal_count=3910 3298 2980 2424 1604 1531 1330 1206 903 678
is_linear=0
shrinkage=0.00196078


Tree=3558
num_leaves=9
num_cat=0
split_feature=11 0 13 12 49 49 2 2
split_gain=2.56602e-05 3.78312e-05 6.25771e-05 6.19043e-05 4.88916e-05 6.37805e-05 0.000104277 7.79723e-05
threshold=0.079700000000000007 -0.017269999999999997 0.0024700000000000004 0.082640000000000005 1.0000000180025095e-35 -0.006494999999999999 0.092865000000000017 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 -7
right_child=-2 3 -4 -5 -6 7 -8 -9
leaf_value=0.013388451584568362 -0.015581010304573401 0.030443800477131536 -0.021750966846800002 -0.0016719014223835309 -0.014801162349645479 -0.0013238783975416605 -0.025923050445991247 0.027212996063190938
leaf_weight=0.0013304736425973128 0.0010093513170011817 0.0010503968886627305 0.0013534723920776591 0.0014003099898035635 0.0014982490905758187 0.0018414107670224472 0.001369122038473828 0.0019946057584749768
leaf_count=353 254 239 499 93 661 584 228 999
internal_value=0 0.00102925 -0.00185917 0.0120932 0.00149203 0.00522714 -0.0065487 0.0135144
internal_weight=0 0.011838 0.00938733 0.00245071 0.00803386 0.00653561 0.0026996 0.00383602
internal_count=3910 3656 3324 332 2825 2164 581 1583
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=12
num_cat=0
split_feature=484 133 133 15 16 12 51 160 12 4 2
split_gain=8.5804e-05 7.25008e-05 0.000101177 8.8018e-05 0.000143773 0.000114408 0.000115727 9.86801e-05 0.000128349 0.000207793 9.89114e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 -0.088144999999999987 -0.036459999999999992 -0.09021499999999999 -0.078874999999999987 0.093375000000000014 -0.00072999999999999985 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 -9 -11
right_child=1 -3 -4 4 -6 6 7 8 -10 10 -12
leaf_value=-0.00053646686217815416 -0.00049080773006183326 -0.0004738660342526776 0.00051414692405700793 6.0787293027864356e-05 -0.00084748842435258039 0.00066381348969872284 -0.00039918827680344033 0.00098544186824558685 -0.00036328735044263043 -0.00033590732614101348 0.00046998763367446441
leaf_weight=0.0011327366117626211 0.0011286586776913755 0.0010438153269563431 0.0016705096659430227 0.0016581392559048974 0.0011243990503283551 0.0015142625054555903 0.0013992161032300599 0.001349774671848057 0.0012125250279745783 0.0013192890844043502 0.001052775230031164
leaf_count=612 268 481 514 316 641 225 218 148 213 150 124
internal_value=0 2.39117e-05 6.26016e-05 -1.54576e-06 -0.000306239 9.29031e-05 0.000176851 6.04257e-05 0.000190756 0.000371257 2.17669e-05
internal_weight=0 0.0144734 0.0134295 0.011759 0.00278254 0.0089765 0.00784784 0.00633358 0.00493436 0.00372184 0.00237206
internal_count=3910 3298 2817 2303 957 1346 1078 853 635 422 274
is_linear=0
shrinkage=0.00196078


Tree=3560
num_leaves=10
num_cat=0
split_feature=1 0 12 151 4 16 48 15 1
split_gain=2.89019e-05 6.36645e-05 4.28433e-05 3.85694e-05 6.91821e-05 6.23203e-05 5.3531e-05 6.74631e-05 5.04006e-05
threshold=0.076710000000000014 0.047345000000000005 0.086865000000000012 -0.087654999999999983 0.24280000000000004 -0.094359999999999986 0.091555000000000011 -0.017214999999999998 0.11257500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 -7 -6
right_child=3 -3 -4 4 8 6 -8 -9 -10
leaf_value=-0.033231323828236514 0.0205003726004114 0.0076593351185193495 -0.0062218530905658303 -0.024694941544860051 -0.00013733496982150283 -0.022074144521905013 0.020056964105138349 0.0070151856542810705 0.030960435856274556
leaf_weight=0.0010173738931744181 0.0010997677903109701 0.0016954150420004825 0.0013892348097014047 0.001282136465833807 0.0010047212754227745 0.0014374108450466868 0.0010496765465546963 0.0017901796546246455 0.0010828728865722192
leaf_count=733 164 95 1180 184 112 280 158 691 313
internal_value=0 -0.00718342 -0.0176399 0.00299011 0.000471832 -0.00535671 0.000440036 -0.00593978 0.0159936
internal_weight=0 0.00410202 0.00240661 0.00874677 0.007647 0.0055594 0.00427727 0.00322759 0.00208759
internal_count=3910 2008 1913 1902 1738 1313 1129 971 425
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=12
num_cat=0
split_feature=484 41 474 160 42 43 3 43 151 1 4
split_gain=0.000117731 7.41234e-05 9.89598e-05 7.96703e-05 0.000105298 9.26888e-05 0.000120831 8.87682e-05 7.65236e-05 0.000113295 8.5617e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 -0.17307499999999998 -0.0088999999999999982 0.10373000000000002 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -5 -7 10 -10
right_child=1 -3 -4 4 5 8 -8 -9 9 -11 -12
leaf_value=-0.00060154914443794907 -0.00038952092448490537 -0.00047365515287993264 0.00060820544367171483 5.9896341451087955e-05 7.2932499223093581e-05 -0.00038330797310115412 0.00090918415562995939 -0.00073622424928704018 0.00026455270369802941 0.00059045735456050884 -0.00034017507449847788
leaf_weight=0.0012021839588823207 0.0015821064348652833 0.0010227746565123928 0.0012139032946957085 0.0011643403648223735 0.0013620751751485059 0.0012808922457259635 0.0012967368424042398 0.0010017365338679538 0.0017877074077844173 0.0015758330214975689 0.0018129451946385391
leaf_count=612 530 183 308 120 203 130 298 687 325 221 293
internal_value=0 3.60144e-05 7.30415e-05 2.25425e-05 8.0326e-05 0.000172662 0.000480783 -0.000308282 4.57941e-05 0.000151973 -3.99305e-05
internal_weight=0 0.0151011 0.0140783 0.0128644 0.0112823 0.00911619 0.00265881 0.00216608 0.00645738 0.00517649 0.00360065
internal_count=3910 3298 3115 2807 2277 1470 501 807 969 839 618
is_linear=0
shrinkage=0.00196078


Tree=3562
num_leaves=11
num_cat=0
split_feature=14 0 16 1 15 0 133 13 0 133
split_gain=3.2265e-05 4.8135e-05 9.95516e-05 7.04386e-05 7.77444e-05 6.86626e-05 7.25233e-05 5.00946e-05 0.000163636 4.68266e-05
threshold=-0.13131999999999996 -0.10575999999999998 -0.014754999999999999 0.088675000000000018 -0.106555 -0.084304999999999977 -0.036599999999999987 -0.003375 -0.017269999999999997 0.065880000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 -7 9 -9 -8
right_child=1 5 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.017158692455610077 -0.021146943046352697 -0.02441536287045587 0.036844849109714008 0.028994006853148398 -0.0052111250350150625 0.024587838727083259 -0.0080978424252372821 -0.044558410280886224 0.011345054685219076 0.018564282420542321
leaf_weight=0.0010361441029858491 0.0010031896258477497 0.0013321043853553515 0.0010138120782074238 0.001189996161976563 0.0015047088895732833 0.0010467847134311885 0.0013759993916747299 0.001026504911629112 0.0010687568878886657 0.0012636735966000759
leaf_count=172 224 1087 127 141 164 349 460 391 227 568
internal_value=0 0.00124455 0.00908395 0.00147304 0.00989404 -0.00394772 0.00076801 -0.004498 -0.016043 0.00466594
internal_weight=0 0.0118255 0.00471171 0.00369789 0.00269471 0.00711382 0.00578172 0.00473493 0.00209526 0.00263967
internal_count=3910 3738 656 529 305 3082 1995 1646 618 1028
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=13
num_cat=0
split_feature=403 484 52 47 4 4 49 3 42 52 4 43
split_gain=0.000121897 0.000128845 0.0001158 0.00010739 8.41639e-05 0.000184419 0.000113099 9.5778e-05 9.4782e-05 0.000146264 0.000187669 0.000134569
threshold=0.087440000000000004 -0.0043499999999999988 0.11588000000000002 0.11939500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.045004999999999996 -0.0076499999999999988 0.084100000000000022 -0.087604999999999988 -0.064054999999999987 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -6 9 -3 11 -11
right_child=-2 2 -4 -5 7 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00059658360585612647 -0.00067579495173222121 -0.00016464927317597693 -0.00040145140881644114 -0.00046397887079717795 0.0009859407455080388 0.00016018602498807491 -0.00057690580263615703 0.00013474695226484764 -9.7644941202147987e-05 -6.4434589588766521e-05 0.0013602025196323012 0.00086952471395374345
leaf_weight=0.0011694075014918775 0.0010069851869927817 0.0010691629811837907 0.0016835506137556034 0.0010155313518309681 0.0010227967939688766 0.0014246878642248106 0.0018262875985250076 0.0010102383227429475 0.0015203259565621449 0.0012957463567263897 0.001042225004773942 0.0010938319084207171
leaf_count=585 349 334 484 80 175 97 289 194 625 394 197 107
internal_value=0 2.86834e-05 8.0895e-05 0.000146804 0.000201669 0.00012245 -0.000253887 0.000562973 0.00032564 0.000468616 0.000665906 0.000363086
internal_weight=0 0.0151738 0.0140044 0.0123208 0.0113053 0.00927227 0.00325098 0.00203304 0.00602129 0.00450097 0.0034318 0.00238958
internal_count=3910 3561 2976 2492 2412 2043 386 369 1657 1032 698 501
is_linear=0
shrinkage=0.00196078


Tree=3564
num_leaves=13
num_cat=0
split_feature=403 156 484 160 42 0 43 47 48 1 2 16
split_gain=0.000125833 9.56645e-05 0.000116593 9.01351e-05 0.000121846 0.000118647 0.000175749 0.000148363 0.000130322 0.000198888 0.000128376 8.91199e-05
threshold=0.087440000000000004 0.091280000000000014 -0.0043499999999999988 -0.092169999999999988 -0.09602999999999999 -0.077944999999999987 -0.074254999999999988 0.09252500000000001 0.087235000000000021 0.093935000000000018 0.10679500000000001 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 9 11 -8 -6
right_child=-2 -3 3 4 5 6 10 -9 -10 -11 -12 -13
leaf_value=-0.0005308393969120724 -0.00068469290320653602 -0.0005526812517618945 -0.00039301956880693752 -0.00046287775149150612 0.00048700126324848999 0.00099749966601935382 -0.00028821191195185498 -0.00053024215339583932 -0.00021397372536662975 0.001159150787780274 0.00065094580858556796 -0.00022093049347534499
leaf_weight=0.0011380521465850788 0.0010135594269001401 0.0010140290788802344 0.001179387474184339 0.0010470550325892567 0.0014346833225504759 0.0016473684888536014 0.0011877083530727551 0.0012438948386055424 0.0018099864591157051 0.001033178774722701 0.0010581158875278265 0.0013060653965524119
leaf_count=560 349 338 449 188 374 228 281 154 183 179 174 453
internal_value=0 2.89991e-05 7.08749e-05 0.000123764 0.000175556 0.000237908 0.000511075 8.2149e-05 0.000218568 0.000426016 0.00015427 0.000149646
internal_weight=0 0.0150995 0.0140855 0.0129474 0.0117681 0.010721 0.00389319 0.00682781 0.00558391 0.00377393 0.00224582 0.00274075
internal_count=3910 3561 3223 2663 2214 2026 683 1343 1189 1006 455 827
is_linear=0
shrinkage=0.00196078


Tree=3565
num_leaves=11
num_cat=0
split_feature=484 1 52 1 1 1 42 1 0 2
split_gain=3.08496e-05 3.29367e-05 7.57705e-05 7.31559e-05 9.64814e-05 8.90215e-05 8.21111e-05 7.91701e-05 0.000143107 4.3408e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.11588000000000002 0.11097000000000001 0.10386500000000001 0.09112000000000002 0.086325000000000013 0.085835000000000009 0.047345000000000005 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.016897283949933648 0.0054773571053295944 0.01533824933992084 -0.02592269180645675 -0.017406181366951646 0.035085340965092214 -0.024280702869099058 -0.017248742982050074 0.035739399568330332 0.03298069051167133 -0.022724318209826833
leaf_weight=0.0010232204417871286 0.0010005312563669834 0.0014467860894534753 0.0010737231639593508 0.0015916457562885544 0.0010020881604693999 0.0010939650651388732 0.0011297386062716214 0.0011359026126550459 0.001203360347916238 0.0012008263014058333
leaf_count=627 332 316 465 232 186 345 550 190 57 610
internal_value=0 0.00119872 -0.000762289 0.00212456 0.00612718 0.00183723 0.00687608 0.0128785 0.00525153 -0.00990647
internal_weight=0 0.0118786 0.0104318 0.00935806 0.00776641 0.00676432 0.00567036 0.00454062 0.00340472 0.00220136
internal_count=3910 3283 2967 2502 2270 2084 1739 1189 999 942
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=13
num_cat=0
split_feature=403 158 48 50 124 3 15 150 4 16 0 47
split_gain=0.000126626 8.66714e-05 0.000136654 0.000161963 0.000121008 0.000141404 0.000145652 0.000123603 0.000107078 0.00011996 0.000139828 7.62652e-05
threshold=0.087440000000000004 0.085745000000000002 0.12675000000000003 0.086465000000000014 -0.018779999999999995 0.10223 -0.017214999999999998 0.090480000000000019 0.05309500000000001 -0.083564999999999987 -0.070894999999999986 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 -6 -11 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 11 10 -12 -13
leaf_value=-0.00037753436206703283 -0.0006893259156943415 -0.00049414215000425071 -0.00062491718314106525 -0.00057719314003158424 0.00050340718075345212 0.00021822384077353676 0.0010880884473985666 -0.00051466626936788379 0.00089052228373417204 -0.00062632385516839207 0.00022802506223544396 0.00017216583242184259
leaf_weight=0.0012763106581839901 0.0010025084418184204 0.0011229418879532852 0.0010049821659692286 0.0011507296689936197 0.0014359705335948549 0.0015846400305816258 0.0013885721610023549 0.0010201954179272421 0.0012419150081478007 0.0014345591162215603 0.0015136294527771117 0.001047432852709646
leaf_count=243 349 384 115 587 354 147 77 205 238 789 357 65
internal_value=0 3.01196e-05 7.18756e-05 0.000125356 0.000193046 0.000261317 0.000624475 0.000120976 0.000218148 3.86676e-05 -0.000187693 0.000561857
internal_weight=0 0.0152219 0.0140989 0.013094 0.0119432 0.0106669 0.00297321 0.0076937 0.00667351 0.00438416 0.00294819 0.00228935
internal_count=3910 3561 3177 3062 2475 2232 224 2008 1803 1500 1146 303
is_linear=0
shrinkage=0.00196078


Tree=3567
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 133 16 15 0 150 15
split_gain=8.2059e-05 8.88354e-05 8.38026e-05 0.00015691 0.000151764 0.000126498 0.000134671 9.8364e-05 0.000124127 0.00010255 2.71511e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 0.083815000000000014 -0.055679999999999993 -0.03231499999999999 -0.10783 0.081245000000000026 0.089430000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4 -9
right_child=1 -3 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00053413828066694701 -0.00041753409732317909 -0.00053579539235120452 -0.00035871349797443619 0.00068742074709260653 0.00072868557091822824 0.00052725572907731265 -0.00062048163025442036 -0.00054818368013766184 0.00074589971826072516 0.0003907461996066599 -0.00010714428239103956
leaf_weight=0.0010970160703943485 0.0012451402293275253 0.0010158270698490844 0.0016305534010168654 0.001603687398432938 0.0010629618603438017 0.0012424068014085911 0.0017797071372732927 0.001158032496236196 0.001072895750761413 0.0012325370012077688 0.0010001257145640964
leaf_count=612 347 481 179 135 215 374 436 483 286 107 255
internal_value=0 2.26866e-05 6.62327e-05 0.000117354 2.75427e-05 -5.4211e-05 -0.00014596 -7.38282e-06 0.000177079 -3.60772e-05 -0.000343799
internal_weight=0 0.0140439 0.013028 0.0117829 0.0101792 0.00911626 0.00787385 0.00609414 0.00393599 0.00286309 0.00215816
internal_count=3910 3298 2817 2470 2335 2120 1746 1310 572 286 738
is_linear=0
shrinkage=0.00196078


Tree=3568
num_leaves=13
num_cat=0
split_feature=484 42 1 52 48 4 4 16 3 4 3 43
split_gain=8.45797e-05 8.77467e-05 7.64131e-05 0.000106464 8.54713e-05 0.000145655 0.000133468 0.000172575 0.000170578 9.74074e-05 9.40284e-05 3.87951e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.13535500000000003 0.11401500000000002 0.11379500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.094359999999999986 -0.053439999999999994 -0.060264999999999992 -0.088024999999999978 -0.0080999999999999978
decision_type=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 -2
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00050656206201803622 -6.53459281471498e-05 -0.00050196656323101669 0.00059755478511262338 -0.00048260531965015318 -0.00044164650057217238 0.00074938148351848472 -0.00089587756954383278 8.4515721194264559e-05 0.00028079791271371917 0.0010327349435554434 -0.00046976501030757107 0.00047229708470230208
leaf_weight=0.0011996687904891395 0.0010612872262671432 0.0010866247640625376 0.0010042794442116998 0.0013609426143249793 0.0010295421666525187 0.0013583970298854742 0.0011021557516695483 0.001847275085224454 0.0016083739677780554 0.0011260935889328022 0.0013473984958416842 0.0010042781484027887
leaf_count=612 383 422 180 415 80 211 121 261 142 157 726 200
internal_value=0 3.45758e-05 7.6671e-05 3.59484e-05 9.73967e-05 0.000150477 6.1045e-05 -0.000281842 0.000225556 0.000590457 -6.68023e-05 0.000196056
internal_weight=0 0.0149366 0.01385 0.0128457 0.0114848 0.0104553 0.00909686 0.00294943 0.00614743 0.00273447 0.00341296 0.00206557
internal_count=3910 3298 2876 2696 2281 2201 1990 382 1608 299 1309 583
is_linear=0
shrinkage=0.00196078


Tree=3569
num_leaves=12
num_cat=0
split_feature=158 48 50 124 3 4 3 0 15 2 1
split_gain=8.07842e-05 7.87495e-05 0.000134713 0.00010685 0.00014705 0.000138233 0.000141806 0.000158468 0.000100537 5.94374e-05 3.67496e-05
threshold=0.085745000000000002 0.12675000000000003 0.088425000000000017 -0.018779999999999995 0.096385000000000012 0.05309500000000001 -0.082139999999999977 -0.12329499999999999 -0.017214999999999998 0.090050000000000005 0.10617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -8 -6 -5 -7
right_child=-2 -3 -4 4 8 10 7 -9 -10 -11 -12
leaf_value=-0.00040479356385271216 -0.00052857592434842732 -0.00050685629749196615 -0.00056307599135368785 0.00038010627757367835 0.00022944257388360983 0.00069577680543050186 9.7159870712706203e-06 -0.001003811100630746 0.00092193471723997229 -0.00019581804915818498 0.0002153014844284316
leaf_weight=0.001329402355580731 0.0011116896032057075 0.0010158630665632598 0.0012179766955065464 0.001713051709943184 0.0018450838040950136 0.001041278201857918 0.001180169619646336 0.0011923112583266345 0.0014313122862928129 0.0011524365466617753 0.0014846565080678682
leaf_count=253 410 121 630 769 169 246 88 661 108 299 156
internal_value=0 1.97421e-05 5.91125e-05 0.000120376 0.000183614 3.66093e-05 -0.000145078 -0.000499641 0.000531962 0.000148482 0.00041337
internal_weight=0 0.0146035 0.0135877 0.0123697 0.0110403 0.0077639 0.00523797 0.00237248 0.0032764 0.00286549 0.00252593
internal_count=3910 3500 3379 2749 2496 2219 1817 749 277 1068 402
is_linear=0
shrinkage=0.00196078


Tree=3570
num_leaves=13
num_cat=0
split_feature=403 47 42 484 52 4 4 16 3 43 4 43
split_gain=9.76536e-05 8.86418e-05 0.000223284 7.66876e-05 0.000120577 0.000122205 0.000207966 0.000231723 0.000144782 9.7678e-05 0.000223486 0.000216384
threshold=0.087440000000000004 0.13177500000000003 0.098285000000000011 -0.0043499999999999988 0.11401500000000002 -1.0000000180025095e-35 0.25367000000000006 -0.094359999999999986 0.0039000000000000003 -0.07959999999999999 -0.034289999999999994 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 7 -7 -9 -5 11 -11
right_child=-2 -3 -4 4 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.00052734695303229961 -0.0006072513915333504 -0.00051131226804163651 0.00090114743705728504 -5.5352529833593856e-05 -0.0005532784387676273 -0.0012009874956089689 0.00038274691222001973 -0.00057802555855451917 0.00047295422419258907 -0.00045733189277255147 0.0012017602305367805 0.00068224349605896151
leaf_weight=0.0010044762020711773 0.0010043450634405508 0.0011018089367151483 0.0011321204924407023 0.0019618850132164059 0.0011966220490491125 0.0010234594990123254 0.0019232612752206691 0.0010133720341916749 0.0010024754714729744 0.0011743021001025555 0.0011553364052313215 0.0014095908255378764
leaf_count=528 349 72 454 577 378 101 310 202 53 554 147 185
internal_value=0 2.41661e-05 6.63179e-05 -7.14835e-06 3.69085e-05 0.000103136 -0.000121846 -0.000441151 -5.53762e-05 0.000298973 0.00048488 0.000164341
internal_weight=0 0.0150987 0.0139969 0.0128648 0.0118603 0.0106637 0.00496257 0.00303931 0.00201585 0.00570111 0.00373923 0.00258389
internal_count=3910 3561 3489 3035 2507 2129 666 356 255 1463 886 739
is_linear=0
shrinkage=0.00196078


Tree=3571
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 51 0 42 2
split_gain=3.76373e-05 6.77564e-05 6.01986e-05 5.93376e-05 4.7199e-05 9.92723e-05 0.00011775 6.2318e-05 9.58946e-05 8.67478e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -0.062769999999999979 -0.055679999999999993 -0.10386999999999998 -0.15007499999999999 0.08221500000000001 0.11339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 9 -9 -6
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.018850523717728253 -0.029589425604852122 0.024508947828740399 0.02277331696228721 0.0018876661524651114 0.0131731741474481 0.0069872326359726291 -0.03625534657326962 0.038081103050704092 -0.0018282086687138989 -0.024327433439562327
leaf_weight=0.0010045234563251385 0.0012989029897003883 0.0011387609474542678 0.0010410635354225223 0.0011112339093264745 0.0014566816560929591 0.0011811104151154064 0.001348822686930885 0.0013098459450015874 0.0011142160135042671 0.0010699313660598557
leaf_count=176 882 164 216 1017 150 124 400 330 340 111
internal_value=0 0.00129543 -0.00112271 -0.0150764 0.00282373 4.73832e-05 -0.0160674 0.00828247 0.0197369 -0.00270701
internal_weight=0 0.0120706 0.0109318 0.00241014 0.00852167 0.00748061 0.00252993 0.00495067 0.00242406 0.00252661
internal_count=3910 3734 3570 1899 1671 1455 524 931 670 261
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 51 2 1 0
split_gain=3.06027e-05 5.52371e-05 4.90311e-05 4.86788e-05 3.84382e-05 8.10584e-05 9.6945e-05 5.39778e-05 9.44268e-05 4.26784e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -0.062769999999999979 -0.055679999999999993 -0.10386999999999998 0.11542500000000001 0.090905000000000014 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 8 -6 -10
right_child=1 -3 4 -5 5 6 -8 -9 9 -11
leaf_value=-0.017026186943453335 -0.026866540024803549 0.022191802527061957 0.020603202097838086 0.0016989605299126101 0.023026100981106301 0.0062915876287106438 -0.033065801502621388 0.025544413046228006 -0.022695186989086496 0.0042064748113468742
leaf_weight=0.0010011323244682327 0.0012880959260556304 0.0011322627512552414 0.0010359343992017017 0.001111196502269769 0.0013061898493060067 0.0011805633176308027 0.0013319773609547902 0.0012402693357475934 0.0012946302753695719 0.0010830911323346086
leaf_count=176 882 164 216 1017 263 124 400 258 126 284
internal_value=0 0.001172 -0.00101711 -0.0136369 0.00255656 4.26599e-05 -0.014573 0.00750024 0.00142527 -0.010441
internal_weight=0 0.0120042 0.0108719 0.00239929 0.00847266 0.00743672 0.00251254 0.00492418 0.00368391 0.00237772
internal_count=3910 3734 3570 1899 1671 1455 524 931 673 410
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=10
num_cat=0
split_feature=484 124 13 15 12 151 1 12 16
split_gain=2.65557e-05 2.88374e-05 7.31747e-05 5.82369e-05 0.000155843 7.01557e-05 0.000100676 0.000108633 9.4667e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 1.0000000180025095e-35 0.086865000000000012 -0.044604999999999992 0.095575000000000007 1.0000000180025095e-35 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 8 -8 -7
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.015714803035305144 -0.013409709442679787 0.026081968345276291 -0.016605881254366732 -0.042028701901817109 0.0064685307076401619 -0.026793514991044799 0.038950004460265586 0.00073841916892869886 0.01259858488896467
leaf_weight=0.0010176016771556206 0.0012265140728817377 0.0011968157310368174 0.0012379687936871645 0.0010804771925704473 0.0017132719113419747 0.0011155090746159673 0.0016778443792844142 0.0013367469944115945 0.001346434987813346
leaf_count=627 306 157 326 381 923 349 181 235 425
internal_value=0 0.00111433 0.0027784 -0.000154852 -0.0122877 0.00489334 0.00975323 0.022006 -0.00525001
internal_weight=0 0.0119316 0.0107051 0.00950825 0.00279375 0.0067145 0.00547654 0.00301459 0.00246194
internal_count=3910 3283 2977 2820 1304 1516 1190 416 774
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=10
num_cat=0
split_feature=150 151 159 52 15 2 52 16 43
split_gain=3.14645e-05 8.94259e-05 6.53279e-05 6.11481e-05 7.69837e-05 9.94707e-05 7.58418e-05 6.25755e-05 0.000118893
threshold=0.083205000000000015 -0.024429999999999997 0.09141500000000001 -0.015539999999999998 -0.11739999999999999 0.10113500000000002 -0.24456499999999998 -0.15168999999999996 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 7 -1 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.0052894410516580682 0.027274750598568372 -0.011209271491606197 -0.026556622890641285 -0.025794500665973188 0.030461960375683411 -0.018570240619890873 0.030859647861650932 -0.022728189531307265 0.019094854229569878
leaf_weight=0.0010836519334209219 0.0013476202861549794 0.0010939799102577673 0.0010246820782212089 0.0013792642286441503 0.0010521907645071101 0.001844126804812888 0.0012496904448774868 0.001155874305143961 0.001650001597742148
leaf_count=417 325 179 418 328 103 286 375 963 516
internal_value=0 0.0100317 -0.00257818 3.15659e-05 -0.00459452 0.000533396 0.0140713 0.00966479 0.00186594
internal_weight=0 0.0024416 0.0104395 0.0094148 0.00708146 0.00570219 0.00233334 0.00385807 0.00280588
internal_count=3910 504 3406 2988 2196 1868 792 1582 1479
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=11
num_cat=0
split_feature=123 50 160 2 3 15 43 52 1 42
split_gain=2.92351e-05 6.38439e-05 8.54325e-05 7.85486e-05 9.80934e-05 0.000101318 6.96953e-05 9.89246e-05 7.32033e-05 5.5229e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085519999999999985 0.11934000000000002 0.094625000000000015 -0.017214999999999998 -0.074254999999999988 -0.066329999999999986 0.079355000000000023 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 9 -8 -9 -4
right_child=-2 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=0.027433389666324005 0.015617853655435041 -0.024496444675751947 -0.0099137602454148609 -0.027424456754828765 -0.0012036722904421729 0.039789681742165177 -0.041373041110530903 -0.023900795422498081 0.012017907584660491 0.018775539538818761
leaf_weight=0.0010791691241049109 0.0010747161754388326 0.0011045741646028588 0.0012045267246348838 0.0010970579671680915 0.0012855259813152348 0.0011354668346559293 0.0010239046580520356 0.0010239767211416878 0.0012725222472037786 0.0015149327975197912
leaf_count=463 334 654 421 263 115 82 291 759 220 308
internal_value=0 -0.00161367 0.000762521 -0.00224885 0.00101549 0.0180226 -0.00580155 -0.0155231 -0.00399774 0.00606822
internal_weight=0 0.0117417 0.0106371 0.00955791 0.00846086 0.00242099 0.00603986 0.0033204 0.0022965 0.00271946
internal_count=3910 3576 2922 2459 2196 197 1999 1270 979 729
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=11
num_cat=0
split_feature=133 50 47 4 1 4 52 1 12 48
split_gain=8.08733e-05 9.66622e-05 0.000113122 0.000167594 0.000289028 0.000143519 9.28846e-05 0.00015024 0.000149365 0.000143676
threshold=0.10599500000000002 0.086465000000000014 0.11926500000000002 0.25367000000000006 0.11198000000000001 0.055260000000000011 1.0000000180025095e-35 0.095575000000000007 0.086935000000000012 0.08407000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 9 -8 -1
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00063147610173430269 -0.00052647545851368307 -0.00043236728219109169 -0.0005062090201002989 -7.9986516641203729e-06 0.0013718044171685184 -0.00058034850062170908 0.0007546871927696108 0.00043672277455591437 -0.00016118695485690376 0.00013507513467077219
leaf_weight=0.0019067251201629141 0.00108959812124619 0.0015744047838946217 0.0011499835174190185 0.0013122060023804812 0.0010512741353493448 0.0013090194220783209 0.0017794956413565714 0.0017889382587838428 0.0011126592480487176 0.0018543013790645636
leaf_count=646 557 567 92 160 277 248 355 354 443 211
internal_value=0 2.69837e-05 8.15051e-05 0.000137294 0.000605737 2.37529e-05 0.000117424 -3.10473e-05 0.000402335 -0.000253543
internal_weight=0 0.014839 0.0132646 0.0121146 0.00236348 0.00975114 0.00844212 0.00554996 0.00289215 0.00376103
internal_count=3910 3353 2786 2694 437 2257 2009 1211 798 857
is_linear=0
shrinkage=0.00196078


Tree=3577
num_leaves=10
num_cat=0
split_feature=150 151 151 4 52 13 4 42 16
split_gain=2.87009e-05 7.39957e-05 6.33029e-05 5.78182e-05 5.77953e-05 6.62013e-05 0.000104376 8.41919e-05 4.55939e-05
threshold=0.083205000000000015 -0.024429999999999997 -0.03268999999999999 0.40359500000000004 0.11401500000000002 0.0024700000000000004 -1.0000000180025095e-35 0.078965000000000021 0.041215000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.025422439215287647 0.025412158942058994 -0.0096858801410080343 0.041598894146599119 0.021445101121785597 -0.023774799452666858 -0.01601047324911177 -0.012814911466071725 -0.0048979222280602138 0.012917902274568752
leaf_weight=0.0010752435503240615 0.0013357418300048347 0.0010915334038755495 0.0011801318556300833 0.0011264282336258822 0.0011245177648109865 0.0017836028199713231 0.0018534133280321179 0.0011818150863033361 0.0010451225013557858
leaf_count=322 325 179 473 291 497 468 477 749 129
internal_value=0 0.00962875 -0.00245097 0.000206353 -0.00272241 0.000638391 0.0062833 0.0166725 0.0281285
internal_weight=0 0.00242728 0.0103703 0.00929503 0.0081686 0.00704409 0.00526048 0.00340707 0.00222525
internal_count=3910 504 3406 3084 2793 2296 1828 1351 602
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 151 42 43 2 16 2
split_gain=0.000106353 7.33154e-05 9.62522e-05 0.000129558 0.00012096 8.89049e-05 9.06805e-05 0.000134634 8.7908e-05 0.000127012 0.000232867
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.16369999999999998 -0.0088999999999999982 0.091955000000000023 -0.071214999999999987 0.089910000000000004 0.24895000000000003 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -7 -9 10 -10
right_child=1 -3 3 5 -6 6 -8 8 9 -11 -12
leaf_value=-0.00059197617171597816 -0.00045918223821166137 0.00048729356734766762 4.5901231568004755e-05 -0.00021959336650413013 -0.00087194259409513529 0.0009558075706384018 -0.00018568408647891168 -0.00014542798995815511 0.0012757340200629463 -0.00017796191514376816 1.2656760284702157e-05
leaf_weight=0.0011285093152319124 0.0016110643594500146 0.0012478718154348293 0.0012042166902091738 0.0019822433899613521 0.001019296898082926 0.0011535272875156212 0.0014995297870766802 0.0017250822438517029 0.001153547886833417 0.0010028863160762153 0.0010928438345139957
leaf_count=612 556 318 136 315 708 179 492 304 75 106 109
internal_value=0 3.26529e-05 -9.54612e-06 5.1671e-05 -0.000374854 0.000150362 0.000246507 0.000352267 0.000212309 0.000402236 0.000661261
internal_weight=0 0.0146921 0.0134442 0.0118332 0.00222351 0.00960966 0.00762742 0.00612789 0.00497436 0.00324928 0.00224639
internal_count=3910 3298 2980 2424 844 1580 1265 773 594 290 184
is_linear=0
shrinkage=0.00196078


Tree=3579
num_leaves=13
num_cat=0
split_feature=453 4 1 12 156 15 47 3 4 0 12 16
split_gain=8.64192e-05 0.000130245 0.000123533 0.000123496 9.13292e-05 8.14199e-05 0.000101745 0.000120029 0.000159668 0.000173745 0.000151716 8.08221e-05
threshold=1.0000000180025095e-35 0.24280000000000004 0.11235500000000002 0.10595000000000002 0.084330000000000016 -0.095799999999999982 0.085165000000000018 0.11476000000000001 -0.23071499999999998 -0.070894999999999986 0.086935000000000012 -0.08286499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 -7 10 11 -10
right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0004061550748260927 -0.00056977629975776085 -1.0800394576327785e-05 0.00078519560654816015 -0.0006876470218401163 -0.0004965148558960579 -0.00069223908590873302 0.00059212745849871796 0.00061490686149642544 0.00046138949890401352 0.00080841194269407903 -0.00072530842833847659 -0.00023542136813111739
leaf_weight=0.0012579366785182506 0.0010080451540079574 0.0014912602078303487 0.0015071689853878786 0.0011186699338437021 0.001282190502656151 0.0012888076497501681 0.0014989679880996615 0.0011334448752128717 0.0014215807093682208 0.0010076475099573745 0.0010871483958233424 0.0011639681380226996
leaf_count=291 99 195 328 314 460 123 167 63 267 245 935 423
internal_value=0 2.29938e-05 0.000389309 -6.65933e-05 -4.23706e-06 5.97818e-05 0.000127923 2.99547e-05 -8.11183e-05 8.71636e-05 -0.000110719 0.000147698
internal_weight=0 0.0152588 0.00299843 0.0122604 0.0111417 0.0098595 0.00860157 0.0071026 0.00596915 0.00468034 0.0036727 0.00258555
internal_count=3910 3811 523 3288 2974 2514 2223 2056 1993 1870 1625 690
is_linear=0
shrinkage=0.00196078


Tree=3580
num_leaves=9
num_cat=0
split_feature=2 50 0 156 42 43 0 0
split_gain=3.08579e-05 4.44226e-05 4.22191e-05 4.67963e-05 4.39346e-05 8.90613e-05 0.000141098 6.36205e-05
threshold=0.12238000000000002 0.086465000000000014 -0.23029999999999998 0.084330000000000016 -1.0000000180025095e-35 -0.074254999999999988 -0.070894999999999986 -0.098179999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=0.015889710980102469 0.012566023895986631 -0.021977587080230399 -0.014006604534912407 -0.022089433120432503 -0.0036568621555168076 0.0072200025640289621 0.045035666613742947 -0.01953878864869384
leaf_weight=0.0014277986765069478 0.0016597478603316259 0.0010165629685120877 0.0017145093920057381 0.0010854075318620171 0.0012740263355955537 0.0018160260223428685 0.0011167502289774877 0.0017396704006170122
leaf_count=112 417 644 753 432 479 225 153 695
internal_value=0 -0.00204539 -5.38491e-05 -0.00265655 9.67053e-05 0.00416302 0.0190878 -0.00587208
internal_weight=0 0.0111908 0.0101742 0.00874639 0.00766098 0.00594647 0.00239078 0.0035557
internal_count=3910 3493 2849 2737 2305 1552 632 920
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=13
num_cat=0
split_feature=484 43 40 160 13 16 15 13 151 3 49 0
split_gain=0.000106649 0.000101377 0.000118479 0.000114802 0.000128064 0.00013864 0.000138007 0.000102845 0.000163174 0.000123932 0.000138181 0.000106386
threshold=-0.0043499999999999988 0.16180500000000003 -0.080519999999999994 0.090735000000000024 0.16421000000000002 0.31524000000000002 -0.19153499999999998 -0.09547499999999999 -0.080624999999999988 -0.084014999999999992 -0.0092149999999999992 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 -9 -10 -11 -12
right_child=1 -3 3 -5 -6 -7 7 8 9 10 11 -13
leaf_value=-0.00058107151106550031 0.00071060834007168159 -0.00054969820405585147 -0.00038754631560562844 -0.00053253228707912507 -0.00044828583272940933 -0.00052074804417391281 0.00076289610739728702 0.00093480029192847397 0.00052191794318988784 -0.00074736319696145606 0.0005515908740333094 -0.00027756832111971058
leaf_weight=0.0011589594816065639 0.0010623381274762122 0.001052834958048564 0.0011419153765625766 0.0012609120373457535 0.0014737317059650814 0.0010008316819345347 0.0017369690129400055 0.0010235313648255528 0.0016188315891768638 0.0010050268806194754 0.0011416414403691967 0.0012423475395600145
leaf_count=612 226 252 235 195 161 271 213 213 569 103 79 781
internal_value=0 3.66436e-05 8.1677e-05 2.8842e-05 9.10163e-05 0.000171208 0.000248931 0.00034249 0.000221418 7.56133e-05 -0.000137573 0.000119498
internal_weight=0 0.0147609 0.0137081 0.0126457 0.0113848 0.00991109 0.00891026 0.00776835 0.00603138 0.00500785 0.00338902 0.00238399
internal_count=3910 3298 3046 2820 2625 2464 2193 1958 1745 1532 963 860
is_linear=0
shrinkage=0.00196078


Tree=3582
num_leaves=10
num_cat=0
split_feature=124 4 47 2 2 52 15 48 4
split_gain=2.91951e-05 3.64004e-05 6.20982e-05 6.06334e-05 0.000159091 8.61467e-05 4.91379e-05 7.05911e-05 7.02451e-05
threshold=-0.048219999999999992 -0.0037349999999999992 0.09252500000000001 0.106285 0.090905000000000014 -0.0066199999999999991 -0.0039399999999999991 0.087235000000000021 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 -2 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.015356179441190849 -0.022904509501005272 0.045346245554249792 -0.012868386953524597 0.010212783858210644 -0.044665574289813562 0.01420137829652726 -0.0072088136541030093 -0.0035345808247430155 0.0098118154728278131
leaf_weight=0.0011101223023258404 0.0010392408263078178 0.0010224680293944221 0.0017418114403676584 0.0013617386308454691 0.0011910705256182978 0.0015722847417512515 0.0013308491475307349 0.0012644716468165201 0.0012202080320861011
leaf_count=319 526 187 224 310 466 1056 163 201 458
internal_value=0 -0.00160994 0.00332229 -0.00789403 -0.0143782 -0.000564686 0.00915137 0.0153595 0.0260125
internal_weight=0 0.0117441 0.00657981 0.00516433 0.0038026 0.00261153 0.004838 0.00350715 0.00224268
internal_count=3910 3591 1233 2358 2048 1582 1009 846 645
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=13
num_cat=0
split_feature=484 133 484 133 160 15 15 12 4 52 0 12
split_gain=7.54798e-05 7.85867e-05 8.73636e-05 0.000120937 9.21755e-05 9.44621e-05 0.000138855 0.000219905 0.000187332 0.000172298 7.43146e-05 5.34548e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.087495000000000017 0.083815000000000014 0.086110000000000006 -0.11739999999999999 -0.053579999999999996 0.095565000000000011 -0.00072999999999999985 0.091210000000000013 -0.11287999999999999 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 9 -7 10 -8 -12
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13
leaf_value=-0.00050410852914199418 -0.00033610128226419688 -0.00048458781576608579 -0.00041252337804566729 0.00063498489644418863 -0.00041697511216591131 0.0012442969345618513 0.00041332736514147067 -0.00074203397593163164 0.00011474757441518643 0.00093902346992666603 -0.00047819803818039644 0.0001324337036585784
leaf_weight=0.001110588127664223 0.0014930695671326122 0.0010741200783415941 0.0013227593693914347 0.0015230118921161643 0.0014404246987221462 0.0010014728525200101 0.0011952960767407711 0.0011199602680759639 0.0012937230866260883 0.0010166258051828043 0.0011815144447994887 0.0010331187725538711
leaf_count=612 293 481 336 391 153 175 99 242 194 197 294 443
internal_value=0 2.60297e-05 6.62959e-05 0.000117796 4.46947e-05 0.000115934 0.000202002 3.41579e-05 0.000607609 0.000230542 1.93172e-05 -0.00019334
internal_weight=0 0.0146951 0.013621 0.0122982 0.0107752 0.00933478 0.00784171 0.00554652 0.0022952 0.00442656 0.00340993 0.00221463
internal_count=3910 3298 2817 2481 2090 1937 1644 1275 369 1033 836 737
is_linear=0
shrinkage=0.00196078


Tree=3584
num_leaves=10
num_cat=0
split_feature=1 42 43 43 48 16 4 4 2
split_gain=2.60367e-05 7.88896e-05 5.98615e-05 9.77492e-05 5.0292e-05 6.83137e-05 4.7757e-05 4.70421e-05 4.25828e-05
threshold=0.12263000000000002 0.091955000000000023 -0.083899999999999988 -0.0037249999999999996 0.086125000000000021 -0.087089999999999987 0.097045000000000006 -0.06272999999999998 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -5 -2 -7 -1
right_child=6 -3 3 4 -6 7 -8 -9 -10
leaf_value=0.029655082349704088 0.025017465089787656 -0.02533715323891772 -0.031969173292184731 0.021710888731023795 -0.013235265758555588 -0.016643239103351887 -0.0049344459762625942 0.0095138474085772126 0.0011098360591754708
leaf_weight=0.0010878302768752195 0.0010589339642415581 0.0012902322753500237 0.0010190222226819246 0.0018498513230212101 0.0017099731345892313 0.0013315726175480171 0.0010704820450282728 0.0014215954275720055 0.0010057740295768055
leaf_count=314 138 715 955 301 204 319 256 216 492
internal_value=0 -0.00214626 0.00102824 -0.00323024 0.0014087 0.00684878 0.00996029 -0.00313705 0.0159419
internal_weight=0 0.0107159 0.00942562 0.00733201 0.00631299 0.00460302 0.00212942 0.00275317 0.0020936
internal_count=3910 3516 2801 1995 1040 836 394 535 806
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=13
num_cat=0
split_feature=158 48 50 4 0 1 0 0 48 42 43 3
split_gain=8.83158e-05 9.53967e-05 0.000140335 0.000101676 0.000197768 0.000126256 0.000108036 0.000101511 8.03052e-05 0.000198103 0.000131685 5.39711e-05
threshold=0.085745000000000002 0.12675000000000003 0.088425000000000017 0.0057500000000000008 -0.17106499999999999 0.11215000000000001 -0.10209999999999998 -0.15713499999999997 0.086870000000000017 0.084100000000000022 0.0016850000000000001 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1 9 10 11 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00059512233865863999 -0.00054010895385034851 -0.00054229636938548861 -0.00055499814540378831 0.00087783561854529765 -0.00065420388673585197 0.00047253023254066129 0.00022615435520305922 0.00019826955154833513 0.00058189319692074598 -0.0006891055512601536 0.00066609819576269106 -0.00042943505357589333
leaf_weight=0.0010142492091346281 0.0011099064710920368 0.0010299116337144287 0.0012325386658927759 0.0017622124479292128 0.0011199955636658639 0.0017867487410787673 0.0010276974832629294 0.0011008949264831856 0.0010028143307393121 0.0012804996517994907 0.0014461431799746151 0.0010095972209943284
leaf_count=82 410 121 630 119 151 249 246 622 261 722 149 148
internal_value=0 3.33406e-05 7.63529e-05 0.000138354 0.000331938 8.74344e-05 -0.000232942 -2.2538e-05 7.69052e-05 -2.77868e-05 0.000210309 -0.000102006
internal_weight=0 0.0148133 0.0137834 0.0125509 0.00569665 0.00393444 0.00214769 0.0068542 0.00583995 0.00483713 0.00355664 0.00211049
internal_count=3910 3500 3379 2749 765 646 397 1984 1902 1641 919 770
is_linear=0
shrinkage=0.00196078


Tree=3586
num_leaves=11
num_cat=0
split_feature=457 16 48 0 1 15 16 13 2 43
split_gain=2.62729e-05 7.19166e-05 4.23531e-05 6.69952e-05 5.02614e-05 6.13255e-05 0.00010095 6.19438e-05 5.16615e-05 0.000119863
threshold=-0.0034949999999999994 -0.50388999999999984 0.016865000000000002 -0.14733499999999997 0.12864500000000004 -0.0063699999999999989 -0.055679999999999993 0.0024700000000000004 0.084235000000000018 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 -7 -10
right_child=1 2 3 -5 -6 7 -8 -9 9 -11
leaf_value=-0.015548329338860523 0.024117593379770673 -0.001209130586618366 -0.0074603307225461187 0.023221346689752186 0.014424449303435095 0.020761231719464465 -0.045583774138967921 -0.0216703977993827 -0.027837687206831038 0.019756130074288832
leaf_weight=0.0010175153765232198 0.0012269703827683205 0.0010459936577007331 0.0013311483738734815 0.0015293029149467344 0.001107526015428433 0.0012647584341459904 0.0010054863453245809 0.0012006585476144142 0.001092199373785999 0.0010264648337394138
leaf_count=316 268 282 107 490 213 535 541 370 564 224
internal_value=0 0.00119724 -0.00145495 0.00894323 -0.00529625 -0.00858778 -0.0229584 -0.00215662 0.00476813 -0.00477911
internal_weight=0 0.0118305 0.0106035 0.00286045 0.00774309 0.00663556 0.00205148 0.00458408 0.00338342 0.00211866
internal_count=3910 3594 3326 597 2729 2516 823 1693 1323 788
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=10
num_cat=0
split_feature=3 1 13 4 4 47 52 133 16
split_gain=2.89338e-05 4.44243e-05 5.14136e-05 9.16608e-05 0.00013478 6.2743e-05 4.80649e-05 7.73361e-05 6.59163e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008 0.087850000000000025 0.086950000000000013 0.065880000000000008 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 7 8 -2
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=0.015455189031398007 0.0036079045114047678 0.026921572991135914 -0.027382502503220052 0.030813132177133842 -0.011329732987560757 -0.0039135023551404536 -0.024823817914330772 0.019602051888794426 -0.030985409824007739
leaf_weight=0.0010910173846547288 0.0011310762272804093 0.0015990853165280623 0.0011606699457070067 0.0012619353386649212 0.0019037348808036629 0.0011235544188975442 0.0013784785870734903 0.0010626917042723524 0.0010736904030568257
leaf_count=259 252 727 240 62 182 207 792 631 558
internal_value=0 -0.00157247 0.00343116 -0.00334386 0.00546973 0.0141968 -0.00916415 -0.00255764 -0.0132386
internal_weight=0 0.0116949 0.00704898 0.00432634 0.00316567 0.00272264 0.00464594 0.00326746 0.00220477
internal_count=3910 3651 1418 484 244 934 2233 1441 810
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=13
num_cat=0
split_feature=484 474 160 50 133 133 2 160 13 16 48 0
split_gain=0.000113904 8.71376e-05 9.87816e-05 0.000107041 0.000130043 9.82692e-05 0.000106282 9.57667e-05 0.000129574 6.26065e-05 7.50749e-05 4.10446e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.088160000000000002 0.099765000000000006 -0.0056849999999999991 0.12068000000000001 0.090735000000000024 -0.083924999999999986 0.28937500000000005 0.016865000000000002 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 10 11 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00059527625553538977 -0.00045174025932354154 0.00052445192671614111 -0.00041848772737922439 0.00063920701031836198 -0.00064210283828055866 0.00079049989834319308 -0.00043080330799590314 -0.00028461361234357409 7.8760436843842795e-05 0.00052774738923757258 0.0004234861650134133 -0.00044210960182720314
leaf_weight=0.001158569628458987 0.0016620606034091585 0.001317471810182492 0.0013709495423680591 0.0011069330755153336 0.0010940421415460569 0.0016759578212407296 0.001076208793021634 0.0011873628384493073 0.0011578194197580979 0.0012833871497050682 0.0011846395266091993 0.0011688080354229117
leaf_count=612 556 318 680 299 331 194 177 125 73 158 138 249
internal_value=0 4.24045e-05 -3.06204e-06 5.75364e-05 4.36823e-08 6.95663e-05 0.000146173 0.000227258 0.000321187 0.00015714 2.16809e-05 -0.000182905
internal_weight=0 0.0152856 0.0139682 0.0123061 0.0111992 0.0101051 0.00873418 0.00765797 0.00647061 0.00479465 0.00351127 0.00232663
internal_count=3910 3298 2980 2424 2125 1794 1114 937 812 618 460 322
is_linear=0
shrinkage=0.00196078


Tree=3589
num_leaves=9
num_cat=0
split_feature=124 484 160 133 151 4 4 13
split_gain=2.6109e-05 3.16083e-05 8.2618e-05 9.96095e-05 8.13318e-05 9.59037e-05 9.04258e-05 0.000131855
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=0.014571848691531481 -0.026890764264419956 0.012451651631916839 -0.026423693180850739 -0.016941783064924571 0.031603258818680813 0.027439885597493982 -0.021398043154228441 -0.010418735718085775
leaf_weight=0.001106685565477424 0.0013102172466108271 0.0014258849758935531 0.0012307169948727699 0.001471159506393295 0.0014742945154005728 0.0019713393556273886 0.001285670741621758 0.0015129964739202643
leaf_count=310 742 438 818 287 242 254 208 611
internal_value=0 -0.00149892 -0.00343838 -3.65121e-06 0.00421069 0.00919422 0.000776549 0.0103201
internal_weight=0 0.0116823 0.0102564 0.00894618 0.00771546 0.0062443 0.00427296 0.00298729
internal_count=3910 3600 3162 2420 1602 1315 1061 853
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 160 42 133 0 49 0
split_gain=8.60514e-05 7.12503e-05 0.000128828 0.000163739 0.000142326 0.000170677 0.0001643 0.000145917 0.000126656 9.46894e-05 0.000108959
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 0.083815000000000014 -0.077944999999999987 -0.047309999999999998 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 -8 -11
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.00053643203962682015 -0.00051762486481964109 -0.00046515906589698734 -0.00070086829160845732 0.0006920019691688523 0.00072023457233461952 -0.00058236993461849653 0.00035110588478535278 0.0008585952294699595 0.00066618869744661865 8.3419774638332546e-05 -0.00061118902316836842
leaf_weight=0.0011273390985782434 0.001325587112660267 0.0010561650824179392 0.0012961990081465724 0.0016935556641822754 0.0010532434518186551 0.0012805958589438542 0.0014482134124814499 0.0010416161854680398 0.0010977136392716566 0.0018336903504077935 0.0016490705490319836
leaf_count=612 347 481 482 135 215 602 133 208 194 161 340
internal_value=0 2.55826e-05 6.33612e-05 0.000125501 3.58397e-05 -3.88807e-05 6.38708e-05 0.00018092 6.38336e-05 -7.02603e-05 -0.000245474
internal_weight=0 0.0147757 0.0137195 0.0123939 0.0107003 0.0096471 0.0083509 0.0070703 0.00602869 0.00493097 0.00348276
internal_count=3910 3298 2817 2470 2335 2120 1638 1036 828 634 501
is_linear=0
shrinkage=0.00196078


Tree=3591
num_leaves=9
num_cat=0
split_feature=52 150 1 4 3 4 0 43
split_gain=2.76755e-05 5.00562e-05 5.23871e-05 0.000149124 8.81242e-05 8.53741e-05 3.70297e-05 6.62326e-05
threshold=-0.27466499999999994 0.084800000000000014 0.10752500000000002 -1.0000000180025095e-35 0.094625000000000015 -0.06272999999999998 -0.083424999999999985 -0.084964999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 -8
right_child=1 -3 4 -5 -6 -7 7 -9
leaf_value=-0.01490337265460303 0.011269293658744657 0.015773826598776478 0.026409740666974775 -0.030659251803696431 -0.0070877461357428777 0.028570797170521352 0.0076488001693367407 -0.024927353655481585
leaf_weight=0.0011503733886079328 0.0010718858296725605 0.0019950124394682743 0.0015075111391732701 0.0018621724324466311 0.0016394775704403606 0.0010092860606162575 0.0010968025317615458 0.0014482247333478791
leaf_count=425 499 440 341 562 196 562 244 641
internal_value=0 0.00135621 -0.00162897 -0.00676418 0.00895865 0.00285425 -0.00432186 -0.0108884
internal_weight=0 0.0116304 0.00963536 0.00648837 0.00314699 0.0046262 0.00361691 0.00254503
internal_count=3910 3485 3045 2508 537 1946 1384 885
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=10
num_cat=0
split_feature=11 3 3 49 15 15 3 52 3
split_gain=2.88001e-05 3.6644e-05 4.73481e-05 4.76182e-05 4.8528e-05 4.12193e-05 0.000150303 9.08284e-05 4.6775e-06
threshold=0.079700000000000007 -0.12008499999999998 -0.078884999999999997 -0.006494999999999999 -0.041049999999999996 -0.017214999999999998 0.10223 0.016565000000000003 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 6 -5 -7 -3
right_child=-2 2 3 5 -6 7 -8 -9 -10
leaf_value=0.017537029865777327 -0.016280636428271603 -0.0096178841946544386 0.0026110192874915041 0.019373347977303858 -0.02592408125249604 0.032419935608719919 -0.023581798589830096 -0.0045763065222407806 -0.019270468687456545
leaf_weight=0.0012425857471370901 0.0010122508197353214 0.0010068619115284052 0.0014586776263152846 0.0017997597209412825 0.0010077100924957534 0.0015506825120439514 0.0014881168232947677 0.0011600193699434214 0.0010012581566825381
leaf_count=192 254 480 220 644 153 263 189 270 1245
internal_value=0 0.00130054 -0.000625851 0.00264904 -0.00904778 0.00745832 -6.84636e-05 0.0165877 -0.0144307
internal_weight=0 0.0117157 0.0104731 0.00846497 0.00246639 0.00599858 0.00328788 0.0027107 0.00200812
internal_count=3910 3656 3464 1739 373 1366 833 533 1725
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=13
num_cat=0
split_feature=158 48 50 4 124 3 150 43 13 0 2 16
split_gain=0.000105306 8.25124e-05 0.000158532 0.000134015 0.000107644 0.000256642 0.000133189 8.35208e-05 0.000157462 0.000117842 4.11953e-05 3.70299e-05
threshold=0.085745000000000002 0.12675000000000003 0.088425000000000017 0.27020000000000005 -0.018779999999999995 0.10666500000000002 0.086765000000000023 -0.074254999999999988 -1.0000000180025095e-35 -0.077944999999999987 0.085255000000000011 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -6 -10 -7
right_child=-2 -3 -4 -5 5 11 -8 8 10 -11 -12 -13
leaf_value=-0.00047943193126121972 -0.0005960009606570942 -0.00050822882579935175 -0.00061325300930741304 0.00068269864273739675 -0.00013042458810707543 0.0010023015853221475 -0.00064546138041849267 -0.00069727784249888473 0.00043953942413348703 0.00066095415192740507 -8.8016963899201171e-05 0.00048091233595930015
leaf_weight=0.0012442648092112563 0.0010933852073618409 0.0010022297876446625 0.0011769588364784521 0.0015320792515290853 0.0012737668976289668 0.0010444506275902876 0.0011612736050006321 0.0012204406574688942 0.0011376494873138728 0.0016743413517423247 0.0011386534096393655 0.00105039035872867
leaf_count=167 410 121 630 322 462 78 203 892 90 218 274 43
internal_value=0 3.48025e-05 7.46612e-05 0.000139551 6.35226e-05 0.000133163 -3.4208e-05 7.59315e-05 -0.000129024 0.000319029 0.000175645 0.000740868
internal_weight=0 0.0146565 0.0136543 0.0124773 0.0109452 0.00970097 0.00760613 0.00644485 0.00349674 0.00294811 0.0022763 0.00209484
internal_count=3910 3500 3379 2749 2427 2260 2139 1936 1256 680 364 121
is_linear=0
shrinkage=0.00196078


Tree=3594
num_leaves=12
num_cat=0
split_feature=484 133 484 133 16 12 52 0 3 51 15
split_gain=8.62314e-05 8.88012e-05 8.81306e-05 0.000114593 8.49912e-05 0.000214084 0.000281554 0.000156894 7.40422e-05 8.34064e-05 0.000132582
threshold=-0.0043499999999999988 0.10599500000000002 0.088645000000000015 0.083815000000000014 -0.074719999999999995 0.096055000000000015 0.091210000000000013 -0.12329499999999999 -0.10628499999999998 0.080840000000000009 0.084955000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -6 -2 10 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00054214662461977222 0.00029539811410457826 -0.00052421359250195922 -0.00043326485755774952 0.00061812080577643928 0.00066409390573045769 -0.00057600740986166643 0.0012769962148032605 -0.0002289319818985629 -0.00079263304877123699 0.00015661354809205674 0.00010327512918550018
leaf_weight=0.001097232962228697 0.001203386410399734 0.0010371694419456833 0.001208034340035532 0.0015597190472046137 0.0012456614560996115 0.0010371859059423918 0.0010900633641315136 0.0019256406137838538 0.001681339639140314 0.0012602308395942364 0.0010205316264062514
leaf_count=612 142 481 303 407 88 253 123 490 477 188 346
internal_value=0 2.82803e-05 7.15873e-05 0.00012231 4.8407e-05 0.000222886 0.000417332 0.000121841 -0.000130567 -0.000259943 -0.000454237
internal_weight=0 0.014269 0.0132318 0.0120238 0.010464 0.00529855 0.00426137 0.0031713 0.00516549 0.0039621 0.00270187
internal_count=3910 3298 2817 2514 2107 954 701 578 1153 1011 823
is_linear=0
shrinkage=0.00196078


Tree=3595
num_leaves=10
num_cat=0
split_feature=147 52 2 13 15 3 15 16 151
split_gain=2.93775e-05 5.08966e-05 6.57437e-05 7.74224e-05 9.37465e-05 4.5245e-05 7.53893e-05 6.7353e-05 6.38397e-05
threshold=1.0000000180025095e-35 0.15091000000000002 0.097940000000000013 -0.089899999999999994 -0.069904999999999981 -0.089974999999999986 -0.017214999999999998 -0.078844999999999985 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 8 -8 -7
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.02098600096337767 0.015720018623940134 -0.022271240078556478 0.026608287071134856 0.016473301580765338 -0.023403662756313295 0.0043632612702129469 0.03004926990936025 -0.0042527656172652783 -0.026367505889547282
leaf_weight=0.0014934250646380541 0.0010747551873138408 0.001076871806632817 0.0017221817410658716 0.0013297013885598848 0.0010590986428115476 0.001239328323198805 0.0011001964809165539 0.0011932749083276022 0.0014871892941754226
leaf_count=491 234 481 205 363 350 182 498 546 560
internal_value=0 -0.00155562 0.000544077 0.0104457 -0.00120655 -0.00570539 -0.00115948 0.0122022 -0.012399
internal_weight=0 0.0117013 0.0106244 0.00411098 0.0023888 0.00651341 0.00501999 0.00229347 0.00272652
internal_count=3910 3676 3195 918 713 2277 1786 1044 742
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=10
num_cat=0
split_feature=3 1 16 1 51 3 0 15 2
split_gain=2.75336e-05 4.41067e-05 7.14944e-05 7.96128e-05 7.82753e-05 5.32959e-05 8.75516e-05 7.50959e-05 5.08314e-05
threshold=-0.15464999999999998 0.094695000000000015 -0.27337499999999998 0.11183500000000002 -0.07742499999999998 0.084925000000000014 -0.084304999999999977 0.014775000000000002 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2 -8 -7
right_child=1 2 3 4 -6 8 7 -9 -10
leaf_value=0.015097448519063328 -0.035025290997464549 -0.013560652126161712 0.032751451722269183 -0.018021866063552282 0.016282588448560432 0.019767180207307031 -0.022253707209897521 0.01271251586823641 -0.010185793864842002
leaf_weight=0.0010909975643952014 0.0013541062172906836 0.0015165442551374067 0.0012597817637606573 0.0011164116701871257 0.0016456052505931513 0.0011311600201135974 0.0011386042268040171 0.0013336332613595276 0.001135118716344502
leaf_count=259 1179 314 343 110 260 105 487 795 58
internal_value=0 -0.0015171 0.00494177 0.0119187 0.00241667 -0.00738837 -0.0145863 -0.00339139 0.00476453
internal_weight=0 0.011631 0.00553834 0.0040218 0.00276202 0.00609262 0.00382634 0.00247224 0.00226628
internal_count=3910 3651 1027 713 370 2624 2461 1282 163
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=10
num_cat=0
split_feature=4 151 16 12 133 2 0 43 16
split_gain=2.73622e-05 3.12071e-05 7.97946e-05 8.41143e-05 4.99241e-05 5.29753e-05 5.97929e-05 4.89761e-05 4.20541e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.092424999999999993 0.090385000000000007 -0.036599999999999987 0.11085000000000002 -0.052874999999999998 -0.074254999999999988 -0.019979999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -4 6 7 -6 -1
right_child=-2 2 4 -5 5 -7 -8 -9 -10
leaf_value=0.023368604431963792 0.010813373695032075 -0.036132143027849555 0.02125703127172299 0.0016874713155572527 0.015978960546752029 0.014049128244380302 -0.023680327810745413 -0.013604061479210498 -0.0051941271759689493
leaf_weight=0.0010239536132123903 0.0019495345256246846 0.0013920684883884852 0.0010408908365626508 0.0010182303848437851 0.0011602159733769307 0.0013816395916421099 0.0015823507524587834 0.0010810895281200823 0.0010380481845593125
leaf_count=170 472 377 451 199 603 267 252 733 386
internal_value=0 -0.00206608 -0.00469958 -0.0201553 0.0012645 -0.00273335 -0.00879753 0.00170965 0.00898962
internal_weight=0 0.0107185 0.00865649 0.0024103 0.00624619 0.0052053 0.00382366 0.00224131 0.002062
internal_count=3910 3438 2882 576 2306 1855 1588 1336 556
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=13
num_cat=0
split_feature=1 123 50 48 4 12 3 160 12 0 2 16
split_gain=8.3418e-05 0.000119887 0.000161753 0.000104859 0.00014153 7.62037e-05 0.000148908 0.000117066 8.96249e-05 0.000155493 5.86718e-05 3.46966e-05
threshold=0.14000500000000002 1.0000000180025095e-35 0.088425000000000017 0.11379500000000002 0.28937500000000005 0.10595000000000002 0.096385000000000012 0.086110000000000006 0.086935000000000012 -0.06402999999999999 0.081615000000000007 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -10 -1 -12
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.00020124466461044675 0.0005256005763842707 0.00056019151656117787 -0.00080002658417254878 -0.00058749764184328683 0.00072081726127011156 -0.00049667610062392828 0.00051679894284634934 -0.00070353043422882614 -0.00083999933669544704 0.00016253453801262548 0.00057762603998133294 0.00011564128672444678
leaf_weight=0.0010207787491117695 0.0010320643530246773 0.0011371964210147153 0.0011682910765248447 0.001199057154371355 0.0010148928651581056 0.001268669609624489 0.0018210147064331855 0.0010885067649446401 0.0010971364762322087 0.0012990854697409271 0.0013056327472531389 0.0011989768484732656
leaf_count=133 168 295 638 105 164 230 157 262 918 177 222 441
internal_value=0 -5.11914e-05 -0.000102761 -3.66065e-05 2.28238e-05 -4.7315e-05 1.72396e-05 -0.000112531 -3.89341e-06 -0.000296487 0.000194983 0.00035647
internal_weight=0 0.0146192 0.013482 0.0123138 0.0111147 0.0100998 0.00883113 0.00701012 0.00592161 0.00239622 0.00352539 0.00250461
internal_count=3910 3742 3447 2809 2704 2540 2310 2153 1891 1095 796 663
is_linear=0
shrinkage=0.00196078


Tree=3599
num_leaves=11
num_cat=0
split_feature=123 50 48 4 47 151 1 2 12 0
split_gain=2.97827e-05 6.89616e-05 7.78698e-05 0.000116302 7.67923e-05 7.10164e-05 0.000100012 4.5251e-05 8.01082e-05 6.39003e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.11379500000000002 0.27020000000000005 0.092255000000000018 -0.051109999999999996 0.09112000000000002 0.10362500000000001 0.091405000000000014 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.017041408058273744 0.015986171377066816 -0.025377443622748193 -0.025102787733553789 0.03547579475340467 0.021215515773656896 0.011464454410048876 -0.03411855224512577 -0.019831588365884053 0.026221085321306594 -0.021652817856569171
leaf_weight=0.0012714101207236825 0.0010565685434662459 0.0010996754392408681 0.0010350348803373809 0.0010319523240601364 0.0014099848746335119 0.0010570425174629846 0.0012487016020258221 0.0010960115692902287 0.0010687310683403861 0.0012981678528850905
leaf_count=259 334 654 123 273 230 122 323 269 378 945
internal_value=0 -0.00155005 0.000941369 0.00378429 -8.5994e-05 -0.00435226 -0.00906742 -0.00214669 0.00351429 -0.00678945
internal_weight=0 0.0116167 0.010517 0.009482 0.00845005 0.00704006 0.00576865 0.00451995 0.00342394 0.00235521
internal_count=3910 3576 2922 2799 2526 2296 2037 1714 1445 1067
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=12
num_cat=0
split_feature=158 156 42 50 1 12 0 49 52 0 12
split_gain=0.000106057 8.6944e-05 0.000113068 0.000114229 0.000110003 0.000151583 0.000218892 0.000125273 0.000126241 9.96822e-05 6.55233e-05
threshold=0.085745000000000002 0.088855000000000003 -1.0000000180025095e-35 0.086465000000000014 0.12263000000000002 0.099370000000000014 -0.070894999999999986 -0.047894999999999993 -1.0000000180025095e-35 -0.11524 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 7 -4 -9 -10 -1
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=1.76458148338777e-05 -0.00059706798592467931 -0.0005070796422555773 0.00046784084064732277 -0.00036191620081356944 0.00081810444908639757 -0.00047919060323073549 0.00083903132923554959 -0.00071164732523773641 0.00046727393202691342 -0.00032036836513692029 -0.00063541273511331844
leaf_weight=0.0011625077872328754 0.0011056741139367368 0.0010629694434645095 0.001938658608630411 0.001417706309530962 0.0010989561969079612 0.0012259052457612284 0.0018995725633916107 0.0010785899225340986 0.0012968354743779942 0.0011797380530910106 0.0012008287761997791
leaf_count=128 410 377 227 494 199 141 221 322 116 456 819
internal_value=0 3.28414e-05 7.53561e-05 0.000158025 0.000233875 0.000159386 0.000265269 6.68814e-05 -0.000151765 9.20734e-05 -0.000314178
internal_weight=0 0.0145623 0.0134993 0.011136 0.00971826 0.0086193 0.00739339 0.00549382 0.00355516 0.00247657 0.00236334
internal_count=3910 3500 3123 2176 1682 1483 1342 1121 894 572 947
is_linear=0
shrinkage=0.00196078


Tree=3601
num_leaves=13
num_cat=0
split_feature=158 156 50 1 2 12 0 133 43 151 15 12
split_gain=9.11021e-05 0.000101512 9.74125e-05 8.83006e-05 7.75583e-05 0.000144972 0.000138363 0.0001228 0.000141727 9.48517e-05 8.01125e-05 3.25506e-05
threshold=0.085745000000000002 0.088855000000000003 0.088425000000000017 0.12730000000000002 0.086650000000000019 0.098845000000000016 -0.083564999999999987 0.087035000000000015 -0.08799499999999999 -0.0088999999999999982 -1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 11 8 -6 -10 -11 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00022919188278955568 -0.00054598286830261045 -0.00055391760563792654 -0.00039290000020024819 0.00059583901061149522 0.0010734906324960335 -0.00046841663476045262 0.00042604407920064451 -0.00031709456461487121 -0.00012728647313109637 0.00078424780642986295 7.7993055218351494e-05 -0.00068482207877870098
leaf_weight=0.0014554876134582305 0.0011402401170093899 0.0010645742075607962 0.00152230128359931 0.001403312577934991 0.0010491555635752069 0.0010912516194011767 0.001067899874938774 0.0010101009154851077 0.0014956560890903446 0.0015054766962471473 0.0010469120912808222 0.0010290245009714873
leaf_count=163 410 377 648 212 150 257 332 370 173 198 252 368
internal_value=0 2.92908e-05 7.46873e-05 0.000133252 7.28707e-05 0.000189864 -0.000164202 0.000307485 0.000431256 0.000264805 0.000494564 -0.000417903
internal_weight=0 0.0147412 0.0136766 0.0121543 0.010751 0.00719855 0.00355241 0.0061073 0.0050972 0.00404804 0.00255239 0.00248451
internal_count=3910 3500 3123 2475 2263 1400 863 1143 773 623 450 531
is_linear=0
shrinkage=0.00196078


Tree=3602
num_leaves=9
num_cat=0
split_feature=2 50 151 42 51 2 15 16
split_gain=2.96359e-05 5.39954e-05 3.98612e-05 6.0336e-05 6.91975e-05 0.000118918 9.60327e-05 0.000103532
threshold=0.12238000000000002 0.084340000000000012 -0.084764999999999993 -1.0000000180025095e-35 -0.07742499999999998 0.086650000000000019 -0.089594999999999994 -0.070594999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8
right_child=-2 -3 3 4 5 6 7 -9
leaf_value=-0.016725580340888505 0.012429545330215556 -0.023775782447452563 -0.014527696728323823 -0.015029768707101203 -0.0093765287645199164 0.045459532833072885 -0.01447694565074939 0.025213161263262458
leaf_weight=0.0012123632304844303 0.0016437721630131038 0.0010290663968201856 0.0016659177921337096 0.0012255189624526611 0.0019222858455025457 0.0011380196919101113 0.0010185636420859607 0.0018525564634965426
leaf_count=322 417 658 755 369 665 148 258 318
internal_value=0 -0.00196063 0.000276416 0.00261269 0.00660244 0.011072 0.0208765 0.0111326
internal_weight=0 0.0110643 0.0100352 0.00882286 0.00715694 0.00593143 0.00400914 0.00287112
internal_count=3910 3493 2835 2513 1758 1389 724 576
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=9
num_cat=0
split_feature=39 13 48 51 1 43 4 4
split_gain=2.98495e-05 5.27384e-05 8.15344e-05 8.40974e-05 0.000114747 6.11616e-05 6.4399e-05 6.77948e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11028500000000001 0.085845000000000019 0.11198000000000001 0.0033500000000000005 -1.0000000180025095e-35 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.016879266307041819 0.011931682073282657 -0.00028724039478807454 -0.029152060975975416 -0.025623903893420771 0.028580489703435664 -0.025382761707138681 -0.013169318210709442 0.031792721382126798
leaf_weight=0.0012965779999796626 0.0017766888262761666 0.0019183552077248647 0.0011861171529476888 0.0012022112995924835 0.0014053845034117281 0.0010288860131795717 0.0018362487106104745 0.0010032930336202708
leaf_count=161 459 1148 144 376 200 475 484 463
internal_value=0 -0.00204862 -0.00461023 -0.00114249 0.00294972 -0.003275 0.00150576 0.010729
internal_weight=0 0.0108771 0.0095805 0.00839438 0.00719217 0.00578678 0.0047579 0.00292165
internal_count=3910 3451 3290 3146 2770 2570 2095 1611
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=11
num_cat=0
split_feature=133 484 484 133 15 12 12 16 51 16
split_gain=9.45753e-05 8.79921e-05 8.52032e-05 0.000123235 7.90316e-05 0.000129761 0.000157207 0.000236664 9.15169e-05 6.76731e-05
threshold=0.10599500000000002 -0.0043499999999999988 0.087495000000000017 0.083815000000000014 1.0000000180025095e-35 -0.036459999999999992 0.093375000000000014 -0.013279999999999998 0.083165000000000017 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 -6
right_child=-2 2 -4 -5 9 6 -8 -9 -10 -11
leaf_value=-0.00050364083208186551 -0.00057981929112619214 -0.00049565507566697844 -0.00040402026616662639 0.00065521073035587326 0.00015434088805349222 -0.00022233848385615657 -0.00025509365847871141 0.0009676890730983558 0.0004539334850287671 -0.00049310017579969447
leaf_weight=0.0010889963015689877 0.0010421168347915883 0.0010336363208718361 0.0012820124373534693 0.0014910690605339618 0.0010128625799156188 0.0016585824197959944 0.0017535041132173586 0.0019202796423749089 0.0014349432007921652 0.0016030560661135923
leaf_count=536 557 239 336 391 73 234 335 270 115 824
internal_value=0 3.20473e-05 7.62752e-05 0.000127984 5.25167e-05 0.000151418 0.000250251 0.000426988 9.13527e-05 -0.000242416
internal_weight=0 0.0142789 0.0131899 0.0119079 0.0104169 0.00780095 0.00676731 0.00501381 0.00309353 0.00261592
internal_count=3910 3353 2817 2481 2090 1193 954 619 349 897
is_linear=0
shrinkage=0.00196078


Tree=3605
num_leaves=13
num_cat=0
split_feature=133 484 0 52 16 12 43 160 0 4 150 15
split_gain=7.78953e-05 9.19519e-05 0.000100065 9.8182e-05 7.47948e-05 7.45968e-05 6.59153e-05 8.77147e-05 0.000111014 9.72658e-05 0.000116707 5.06514e-05
threshold=0.10599500000000002 0.088645000000000015 -0.017269999999999997 -0.27466499999999994 0.011450000000000002 0.08598500000000002 0.0033500000000000005 -1.0000000180025095e-35 -0.084304999999999977 0.0057500000000000008 0.077110000000000012 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 -5 9 -9 11 -11
right_child=-2 -3 5 4 -6 -7 -8 8 -10 10 -12 -13
leaf_value=-0.00059406356107907722 -0.00053009039464341125 -0.00050661902970663747 0.00081696643221876644 -0.00040466774502804099 0.00046642426369239502 0.00010746211933102683 -0.00048215615421192879 -0.0004215572642822471 0.00070173384324174006 0.00022522160048372877 0.00071603421773302177 -0.00036481333299011976
leaf_weight=0.0010006690838958972 0.0010516292710354104 0.0011567094475307465 0.0010799746977457293 0.0013492689791114896 0.0014220598181725131 0.0012058826571177406 0.0010391850556346416 0.001373956885949774 0.0011308896873064985 0.001156164386704787 0.0011154012356888697 0.0010836445197863875
leaf_count=257 557 303 200 553 258 156 426 445 421 131 109 94
internal_value=0 2.30808e-05 7.03684e-05 -9.38225e-06 5.11181e-05 0.000442674 -2.04816e-05 4.60663e-05 0.000149847 1.7874e-05 0.000197821 -6.02439e-05
internal_weight=0 0.0141138 0.0129571 0.0106712 0.00967057 0.00228586 0.00824851 0.00720933 0.00586006 0.00472917 0.00335521 0.00223981
internal_count=3910 3353 3050 2694 2437 356 2179 1753 1200 779 334 225
is_linear=0
shrinkage=0.00196078


Tree=3606
num_leaves=12
num_cat=0
split_feature=158 41 4 0 42 4 15 15 16 0 150
split_gain=8.7663e-05 9.65263e-05 8.24369e-05 0.000131774 8.93707e-05 0.000103754 8.96637e-05 0.000239523 0.000167688 0.000172089 0.000108732
threshold=0.085745000000000002 0.075585000000000013 -0.49837999999999999 -0.017269999999999997 0.060615000000000009 -0.0037349999999999992 0.024640000000000006 -0.0089749999999999986 -0.055679999999999993 -0.14808999999999997 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 10 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00044676910346848168 -0.00054879383384950204 -0.00053882601940671881 -0.00063850448493026177 0.00064962013226030476 -8.3345333998235667e-05 0.00065491496052850541 -0.00048396436223940094 0.00086598973915466516 -0.00070694399817878987 0.0007360113703121225 0.00022459169765969022
leaf_weight=0.0010506983726353393 0.0010669904342697168 0.0010468965061839275 0.0011456662153040116 0.0016014364595872766 0.0012985347371115316 0.0016772174358417441 0.001579261840452215 0.0011025419704029874 0.0014406333381929521 0.0010824984785009215 0.0010999561363155084
leaf_count=157 410 192 86 211 1065 403 635 101 318 259 73
internal_value=0 3.40745e-05 7.99338e-05 0.000125945 4.55102e-05 0.000332759 -6.92169e-05 4.2342e-05 -0.000148086 9.38245e-05 -0.000215741
internal_weight=0 0.0141253 0.0130784 0.0120277 0.0104263 0.00297575 0.00745056 0.0058713 0.00476875 0.00332812 0.00224562
internal_count=3910 3500 3308 3151 2940 1468 1472 837 736 418 159
is_linear=0
shrinkage=0.00196078


Tree=3607
num_leaves=11
num_cat=0
split_feature=133 484 133 43 15 49 0 1 43 4
split_gain=8.79024e-05 0.000100154 0.000113329 7.99437e-05 8.47306e-05 0.000144793 0.000114316 0.000116994 0.000114551 7.78033e-05
threshold=0.10599500000000002 0.088645000000000015 0.083815000000000014 0.0033500000000000005 -0.11739999999999999 -0.0019649999999999997 -0.083424999999999985 0.095575000000000007 -0.084184999999999996 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -7 -8 -6
right_child=-2 -3 -4 -5 5 6 8 -9 -10 -11
leaf_value=-0.000322409236469763 -0.00056619289862083657 -0.0005277614542482592 0.00054855929533319204 -0.00041907039735841376 -0.00058732327226550349 0.00029596220169131608 0.00048249755744637533 0.0011541209705743692 -0.00031629094494471308 6.6983514639191172e-05
leaf_weight=0.0017926117153851751 0.0010565386764756221 0.0011784056238728835 0.001655602055023987 0.0015198094765436218 0.0011999957000881243 0.0015222334758056635 0.0013185516860624502 0.0010200920912560568 0.001448485852086543 0.0016725771570522407
leaf_count=292 557 303 604 514 249 471 169 64 550 137
internal_value=0 1.98596e-05 6.89335e-05 -1.49968e-07 6.36804e-05 0.00014827 0.000340133 0.000640293 6.43486e-05 -0.000206348
internal_weight=0 0.0143284 0.01315 0.0114944 0.00997455 0.00818194 0.00530936 0.00254233 0.00276704 0.00287257
internal_count=3910 3353 3050 2446 1932 1640 1254 535 719 386
is_linear=0
shrinkage=0.00196078


Tree=3608
num_leaves=9
num_cat=0
split_feature=2 50 151 42 47 4 43 3
split_gain=2.66798e-05 4.14028e-05 3.4714e-05 5.41517e-05 6.49451e-05 0.000181184 0.000120991 0.000116907
threshold=0.12238000000000002 0.084340000000000012 -0.084764999999999993 -1.0000000180025095e-35 0.09252500000000001 0.05309500000000001 -0.083684999999999996 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.015748285471632938 0.011754435834198293 -0.020933314034635546 -0.013917728871603403 0.02851482777049253 -0.0157328568295786 0.040328892761577279 -0.026720301475450597 0.010366794674709323
leaf_weight=0.0012189725180529335 0.0016485275196055612 0.0010341666171459129 0.0016797853615663164 0.0011346880001392185 0.001152367186744517 0.0014982803756111154 0.0017974436683707322 0.0016124215880067294
leaf_count=322 417 658 755 220 171 336 903 128
internal_value=0 -0.00187698 7.5419e-05 0.00224879 0.00602301 0.0101719 0.00022947 -0.00918294
internal_weight=0 0.0111281 0.010094 0.00887499 0.0071952 0.00604283 0.00454455 0.00340987
internal_count=3910 3493 2835 2513 1758 1587 1251 1031
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=10
num_cat=0
split_feature=39 42 403 160 2 151 16 484 0
split_gain=2.62137e-05 5.81353e-05 4.29329e-05 8.57665e-05 8.1376e-05 9.33233e-05 7.25084e-05 3.53596e-05 1.88015e-05
threshold=0.005105000000000001 0.091955000000000023 0.03138500000000001 -1.0000000180025095e-35 0.086875000000000022 -0.0088999999999999982 0.18936500000000003 0.085625000000000021 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 8 -1 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.032110823492640689 0.0110861271631226 -0.020878617628189829 0.019193917188647672 -0.012852580641429259 -0.013140291981386052 0.022048100810548126 -0.00089692453214080961 -0.005897671166060184 0.040666571569842304
leaf_weight=0.0010546214607070115 0.0017974635646836176 0.0014121633242921263 0.0011266304744280845 0.0019431743799090372 0.0011214501092295976 0.0011521716058166681 0.0010783071021179085 0.0010049695059364005 0.001024800751542774
leaf_count=572 459 669 349 676 188 135 240 274 348
internal_value=0 -0.00194638 0.000866062 -0.00159813 0.00417731 0.0117382 0.0203089 -0.0193202 0.0308127
internal_weight=0 0.0109183 0.00950613 0.00837949 0.0063199 0.00437673 0.00325528 0.00205959 0.00217697
internal_count=3910 3451 2782 2433 1587 911 723 846 483
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=9
num_cat=0
split_feature=158 15 4 4 2 3 15 3
split_gain=2.61602e-05 4.76289e-05 5.04137e-05 5.93706e-05 4.5855e-05 9.57439e-05 7.39833e-05 4.55586e-05
threshold=0.081110000000000015 -0.19153499999999998 0.0057500000000000008 0.097045000000000006 0.11043500000000002 -0.015794999999999997 0.084050000000000014 -0.005644999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=-0.017058433015579421 -0.015297794639886717 0.016676819135430954 0.025478030099953621 0.013958447632160743 0.016113972365618828 -0.023361499741076472 -0.015175751923759716 -0.01430768368454932
leaf_weight=0.0012642722998884937 0.0010387307925682826 0.0019449223198840008 0.0018341946145307864 0.0012810942185147744 0.001121776095515759 0.0019877203061933438 0.0011665722954295847 0.0010275955530345692
leaf_count=334 463 963 279 195 274 269 1018 115
internal_value=0 0.00126558 0.0035009 0.0120475 -0.0021907 -0.00621755 0.00473454 0.00137722
internal_weight=0 0.0116281 0.0103639 0.00414288 0.00622099 0.00509921 0.00311149 0.00230869
internal_count=3910 3447 3113 589 2524 2250 1981 310
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=12
num_cat=0
split_feature=133 52 376 457 160 16 12 3 47 2 2
split_gain=9.57998e-05 0.000108144 0.000138333 7.69017e-05 6.85516e-05 0.000106917 6.82089e-05 8.2984e-05 8.57307e-05 0.000116188 8.93031e-05
threshold=0.10599500000000002 -0.27466499999999994 0.048375000000000008 0.088055000000000008 0.086620000000000016 0.20277000000000003 0.092365000000000017 -0.100615 0.09252500000000001 0.084065000000000015 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 -9 -11
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00050755886933152058 -0.00057885362741837642 0.0005150608811078719 0.00076322127575680857 0.00049669730695982284 -0.00051325548884398841 0.00061971620620328218 -0.00037360128912015066 0.00049349853451045725 -0.00057112920297054041 -0.00062364951039458412 8.6430869823224702e-05
leaf_weight=0.0012860243073503736 0.0010503058738741385 0.0011953801694714267 0.0010719014508869867 0.0012078778777902593 0.0010029001643638629 0.0010385016335284327 0.0019062571286239758 0.0015616635001170134 0.0010100577669319676 0.0010596350074125471 0.0019053806740257516
leaf_count=391 557 176 174 170 251 145 484 428 152 649 333
internal_value=0 3.47693e-05 8.85865e-05 2.77551e-05 -2.5282e-05 2.5291e-05 -4.61706e-05 4.65443e-05 -5.46083e-05 6.06452e-05 -0.000167337
internal_weight=0 0.0142456 0.0129596 0.0118877 0.0106798 0.00967688 0.00863837 0.00673212 0.00553674 0.00452668 0.00296502
internal_count=3910 3353 2962 2788 2618 2367 2222 1738 1562 1410 982
is_linear=0
shrinkage=0.00196078


Tree=3612
num_leaves=14
num_cat=0
split_feature=43 40 158 48 16 15 49 151 0 1 4 15 52
split_gain=0.000119121 0.0001266 0.000101858 0.000123747 0.000123326 0.000162867 0.000142278 0.000116569 0.000112683 0.000166503 0.000122295 0.000127015 3.42506e-05
threshold=0.16180500000000003 -0.080519999999999994 0.084965000000000027 0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.085974999999999982 -0.056409999999999995 -0.053834999999999994 0.095575000000000007 -1.0000000180025095e-35 0.079360000000000014 0.084240000000000023
decision_type=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 -9 -10
right_child=-2 2 -4 -5 5 6 7 8 12 -11 -12 -13 -14
leaf_value=0.00067039330338441181 -0.00064480677054438908 0.00070967302943243595 -0.00061882217223363479 -0.00057737048184516946 -0.00062865935305244779 -0.00057290900598495507 0.00083010444040668 0.00081663227699383246 -0.00049055538494561818 0.00084584383744362246 -0.00052461297281310127 -9.4937822410134042e-05 4.3399849500194705e-06
leaf_weight=0.0011025886225665025 0.0010749044410102099 0.0011144532839009813 0.001012250922287297 0.0011782685667077073 0.0012898622868192976 0.0010215334937012993 0.0010008093919424109 0.0010113184561848744 0.0011438806547168507 0.0014178140368965482 0.0010136941246980929 0.0014028762514103274 0.0010144841613110129
leaf_count=233 276 136 366 123 286 141 308 292 249 180 256 982 82
internal_value=0 3.13382e-05 -2.03909e-05 2.76512e-05 9.00163e-05 2.30756e-05 0.000116208 0.000204149 0.000114706 0.00028069 4.69362e-05 0.000286924 -0.000257942
internal_weight=0 0.0147238 0.0136212 0.012609 0.0114307 0.0103163 0.00902641 0.00800488 0.00700407 0.0048457 0.00342789 0.00241419 0.00215836
internal_count=3910 3634 3401 3035 2912 2776 2490 2349 2041 1710 1530 1274 331
is_linear=0
shrinkage=0.00196078


Tree=3613
num_leaves=13
num_cat=0
split_feature=43 40 16 15 48 2 51 2 43 12 12 3
split_gain=9.60539e-05 0.000142778 8.35551e-05 0.000193978 0.000103836 0.000144633 0.000104249 7.15489e-05 0.000110731 7.69354e-05 5.94641e-05 3.48334e-05
threshold=0.16180500000000003 -0.079539999999999986 0.16388500000000003 -0.0039399999999999991 0.087235000000000021 0.11462500000000002 0.090935000000000016 0.10113500000000002 -0.0037249999999999996 0.090385000000000007 0.086515000000000022 0.0039000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -6 8 9 -3 11 -10
right_child=-2 2 3 -5 6 -7 -8 -9 10 -11 -12 -13
leaf_value=0.00066077935275329143 -0.0005993708058765351 -0.0005843534171116934 0.00012734263159309701 -0.00094134083470563126 -0.00054991471527355521 0.000854550008990509 0.00020165126571826275 -0.00040680585941687311 -6.5845918231556644e-05 0.00013455394732074725 0.00077671701287935634 0.0004249781635054375
leaf_weight=0.0012302228038537722 0.0010249851330234499 0.0010194183487058836 0.0014633670614667771 0.001179195918691511 0.0018890305141751745 0.0010055473909289592 0.0011364638966664406 0.0010738454722570749 0.0010171339984841625 0.001304940003899519 0.0010031413000606195 0.0012259430080091777
leaf_count=251 276 971 336 214 273 249 135 189 172 452 285 107
internal_value=0 2.16592e-05 -3.73781e-05 -0.000349538 3.98928e-05 0.000161505 -0.000267605 5.66218e-05 0.000145957 -0.000180745 0.000379883 0.000202412
internal_weight=0 0.0145482 0.013318 0.00264256 0.0106755 0.00764997 0.00302549 0.00664442 0.00557058 0.00232436 0.00324622 0.00224308
internal_count=3910 3634 3383 550 2833 2425 408 2176 1987 1423 564 279
is_linear=0
shrinkage=0.00196078


Tree=3614
num_leaves=10
num_cat=0
split_feature=11 484 133 12 0 47 16 4 3
split_gain=2.59459e-05 4.14e-05 7.15077e-05 7.95193e-05 0.000141967 0.00011801 7.29261e-05 6.18768e-05 6.34436e-05
threshold=0.079700000000000007 0.087495000000000017 0.099765000000000006 0.098845000000000016 -0.017269999999999997 0.087850000000000025 0.011450000000000002 0.0057500000000000008 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.010038432379151334 -0.015554636997377269 -0.017554948226597006 -0.022118275033804268 -0.019039329521284412 0.039330005064823599 -0.018375116900165262 0.034276146855312224 0.019198054441417173 -0.021922457657472007
leaf_weight=0.0013157073948930572 0.0010032511520529476 0.0010701005889663913 0.0010192905786745301 0.0011431442032665143 0.0013103087020764912 0.0018318637303641411 0.0010773754304786417 0.0018219424157104045 0.0011764122005802065
leaf_count=1064 254 350 565 297 206 305 289 376 204
internal_value=0 0.00119855 0.00307477 0.00572846 0.0090463 0.00355282 0.0110033 0.00519129 -0.0050488
internal_weight=0 0.0117661 0.010696 0.00967675 0.00853361 0.0072233 0.00539144 0.00431406 0.00249212
internal_count=3910 3656 3306 2741 2444 2238 1933 1644 1268
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=13
num_cat=0
split_feature=403 453 41 16 133 42 40 160 160 52 15 2
split_gain=0.000125106 0.000125435 0.000112628 0.000111753 8.25735e-05 0.00014108 0.00019747 0.000148324 7.78921e-05 0.000147593 0.000137297 6.27026e-05
threshold=0.088015000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.50585499999999983 -0.07712999999999999 -0.09602999999999999 -0.012844999999999997 -1.0000000180025095e-35 0.091575000000000017 -0.089799999999999977 -0.095799999999999982 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 9 -9 -11 -12
right_child=-2 -3 -4 4 5 6 7 8 -10 10 11 -13
leaf_value=0.00073110589765588724 -0.00068196486617243311 -0.0006267193727296865 -0.00051837760716729028 0.00058486281918340569 -0.00064559102972176232 0.00082144469744743721 -0.00048957131751633121 -0.00030945180337542914 -0.00026374601726987919 -0.00017182224668752525 0.00087867420122434033 0.00028316095248561536
leaf_weight=0.0010851324436935194 0.0010093881880846719 0.0010416400158126124 0.001123724929704477 0.0011089511827482223 0.0010918355027764266 0.0012631916245079413 0.0019192579508194732 0.0013963145718267666 0.0015261472957825506 0.0010588910608723173 0.0017975440452590642 0.0010931715238692713
leaf_count=185 343 98 210 401 198 260 804 348 235 124 544 160
internal_value=0 3.04532e-05 7.77796e-05 0.000127997 7.4595e-05 2.38284e-05 9.65217e-05 -7.63968e-06 0.000126956 0.000238493 0.00043221 0.000653471
internal_weight=0 0.0155058 0.0144642 0.0133404 0.0122553 0.0111464 0.0100545 0.00879133 0.00687207 0.00534592 0.00394961 0.00289072
internal_count=3910 3567 3469 3259 3074 2673 2475 2215 1411 1176 828 704
is_linear=0
shrinkage=0.00196078


Tree=3616
num_leaves=12
num_cat=0
split_feature=133 3 48 50 4 12 52 0 0 4 0
split_gain=8.34617e-05 0.000107252 0.000106177 0.000149398 0.000158419 0.000107814 0.00016884 0.000134225 9.38096e-05 0.000119467 6.50835e-05
threshold=0.10599500000000002 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.28937500000000005 0.086935000000000012 0.071660000000000015 -0.070894999999999986 -0.10071499999999999 0.0057500000000000008 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -7 9 -1 -9
right_child=-2 -3 -4 -5 -6 7 -8 10 -10 -11 -12
leaf_value=-0.00017712570080619829 -0.00053202709733840277 0.0006302589625340598 -0.000603416680505285 -0.00063320457498037153 0.00073671054352980657 -0.00071511727079107471 0.00068091974160283469 0.00040624183584557765 -0.00035593340292496857 0.00063404118280216957 -0.00028900706404626821
leaf_weight=0.001482384227409185 0.0010794292572960792 0.0010712339359014852 0.0010820648363874452 0.0011615959486147983 0.0013458642433289087 0.0014451479657415786 0.0017978849592851665 0.0010501135743747891 0.0019417029494132763 0.001319316013165291 0.0010209609628545283
leaf_count=147 557 182 113 522 271 819 331 222 540 90 116
internal_value=0 3.2838e-05 -1.4057e-05 3.66973e-05 0.000104936 2.03943e-05 0.000169237 -0.000256501 -2.47048e-05 0.000204851 6.35106e-05
internal_weight=0 0.0147183 0.013647 0.012565 0.0114034 0.0100575 0.00654129 0.00351622 0.0047434 0.0028017 0.00207107
internal_count=3910 3353 3171 3058 2536 2265 1108 1157 777 237 338
is_linear=0
shrinkage=0.00196078


Tree=3617
num_leaves=13
num_cat=0
split_feature=484 133 160 52 16 474 160 42 4 2 49 2
split_gain=7.16133e-05 8.21085e-05 0.000111588 0.000127788 0.000196663 0.000119177 0.000178143 0.000167261 0.000162418 0.000114562 0.000145548 9.39377e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.090735000000000024 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 -0.084009999999999987 0.11708 -0.047309999999999998 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9 10 -10 -12
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 11 -13
leaf_value=-0.00048433381757702592 -0.00047176386886989594 -0.00049559170899655903 -0.00047249114088396418 -0.00067551501687399581 0.00083388946323659447 0.0006980366081486654 -0.0005067224489541663 0.00094699252916980402 0.00082505729846391756 -0.00047286706172757875 -0.00028183310761465785 0.00046559866675450665
leaf_weight=0.0011383525195436455 0.0012472698455441274 0.0010772802879548725 0.0013351947164224514 0.0012512436293506289 0.0015684252917830136 0.0010851743864395769 0.0013238345367273209 0.0010927734096307009 0.0012241126374612863 0.0010224252565467712 0.0016522036857498411 0.0010620436723751403
leaf_count=612 317 481 202 482 116 212 573 100 150 169 373 123
internal_value=0 2.58559e-05 6.63722e-05 0.000123796 0.000189636 8.56123e-05 8.59116e-06 0.000124619 0.000262685 0.000111944 0.000263765 1.06256e-05
internal_weight=0 0.014942 0.0138647 0.0125295 0.0112822 0.00971381 0.00862864 0.00737739 0.00605356 0.00496079 0.00393836 0.00271425
internal_count=3910 3298 2817 2615 2298 2182 1970 1488 915 815 646 496
is_linear=0
shrinkage=0.00196078


Tree=3618
num_leaves=13
num_cat=0
split_feature=158 41 457 15 4 3 160 133 2 43 4 4
split_gain=7.71197e-05 0.000101871 9.58247e-05 9.90171e-05 0.000133208 0.00015287 9.19724e-05 0.000112798 0.000175764 0.000142455 0.000155538 0.000140884
threshold=0.084965000000000027 0.075585000000000013 -0.0034949999999999994 0.091600000000000015 -0.49837999999999999 -0.10315499999999998 -0.082384999999999986 -0.0023199999999999996 0.11230000000000001 -0.079804999999999987 0.05309500000000001 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8 9 -9 11 -11
right_child=-2 -3 3 -5 5 6 7 8 -10 10 -12 -13
leaf_value=-0.00048562636642461153 -0.00051077764232924407 -0.00057397345501993165 -0.0004849578849373795 -0.00041236336530104214 0.00089286568475686803 -0.00036303830138938875 -0.00032632606416024975 1.2210171327891803e-05 -0.0002293550601884404 0.00089334047065495366 0.0013956294541482403 -7.5882510578913041e-05
leaf_weight=0.0010863621845983969 0.001106850964351566 0.0010091968022220661 0.0010451275673945245 0.0012005703325746299 0.0012472027697166101 0.0011298699368650486 0.0011569027195654771 0.0014490191580340908 0.0015738851832577611 0.0013270071322421311 0.0010001708552454173 0.0010196505860611271
leaf_count=299 423 190 146 538 220 318 631 396 282 264 110 93
internal_value=0 2.65228e-05 7.23092e-05 0.000122198 0.000180814 0.000251072 0.000158605 0.000236912 0.00033921 0.0005258 0.00074816 0.000472202
internal_weight=0 0.014245 0.0132358 0.0121494 0.0109488 0.00990371 0.00865651 0.00752664 0.00636973 0.00479585 0.00334683 0.00234666
internal_count=3910 3487 3297 2998 2460 2314 2094 1776 1145 863 467 357
is_linear=0
shrinkage=0.00196078


Tree=3619
num_leaves=10
num_cat=0
split_feature=1 4 39 16 51 151 2 16 13
split_gain=2.83426e-05 6.31237e-05 5.30142e-05 5.62255e-05 9.45712e-05 7.26666e-05 0.000105705 4.31554e-05 3.65828e-05
threshold=0.085835000000000009 -0.083329999999999987 0.005105000000000001 -0.055679999999999993 -0.088439999999999977 -0.0088999999999999982 0.090420000000000014 -0.014099999999999998 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -2 -7 -3 -1
right_child=2 7 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0056401544848052841 -0.014831596170533213 -0.032264468300258822 0.021710635743684547 0.011272149223753572 -0.028654607852150418 -0.0015774812215919325 0.035673899717793722 -0.0042934503166092283 0.017989283345588046
leaf_weight=0.001583157164208958 0.0011286414229908824 0.0011337287619574495 0.0013370613078350193 0.0010105589079424937 0.0014365627742689074 0.0017310877389908842 0.0013603620993235498 0.001074246758173946 0.001117800186261661
leaf_count=402 144 1004 372 227 407 394 166 640 154
internal_value=0 -0.00611379 0.00353743 -0.000107071 -0.0121665 0.0068859 0.0148146 -0.0186557 0.00413897
internal_weight=0 0.00490893 0.00800427 0.00666721 0.00244712 0.00422009 0.00309145 0.00220798 0.00270096
internal_count=3910 2200 1710 1338 634 704 560 1644 556
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=13
num_cat=0
split_feature=484 133 40 160 52 12 15 13 151 16 1 1
split_gain=0.000105287 9.21638e-05 9.79103e-05 0.000104821 0.000103939 0.000134173 0.000189711 0.0001057 0.000196155 0.000109123 0.000108307 5.11676e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.080519999999999994 0.090735000000000024 -0.27466499999999994 0.10058500000000002 -0.19153499999999998 -0.09547499999999999 -0.082774999999999987 -0.074719999999999995 0.087720000000000006 0.095350000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 10 -10 -11
right_child=1 -3 3 -5 5 -7 7 8 9 11 -12 -13
leaf_value=-0.00059764904903717071 0.00064454440043179042 -0.00051660040564801093 -0.00046171952481935678 -0.00052225426473490435 -0.00055880911955321884 -0.00049951610650491207 0.00075245878298967582 0.00099407523020077996 0.00012723873025513826 0.00011375464932552158 -0.00068144680541468367 0.00068325319831737271
leaf_weight=0.001107083107944387 0.0010649711620420834 0.001098752242371063 0.001197734489013935 0.0012139673666180318 0.0010397441491747728 0.001091842030592048 0.0017817039860325463 0.0010216929753696377 0.0014389866407022328 0.0015076475469928377 0.0011420961140765941 0.0010148436037915737
leaf_count=612 226 481 315 181 225 226 226 172 553 430 179 84
internal_value=0 2.9519e-05 7.3917e-05 2.51067e-05 8.42435e-05 0.000149384 0.000228575 0.000332114 0.000209845 5.28481e-05 -0.000230594 0.000342874
internal_weight=0 0.014614 0.0135152 0.0124503 0.0112363 0.0100386 0.00894672 0.00790697 0.00612527 0.00510357 0.00258108 0.00252249
internal_count=3910 3298 2817 2591 2410 2095 1869 1644 1418 1246 732 514
is_linear=0
shrinkage=0.00196078


Tree=3621
num_leaves=13
num_cat=0
split_feature=484 133 52 16 474 160 42 133 3 1 4 1
split_gain=7.31582e-05 6.25597e-05 9.00592e-05 0.000134676 0.000120307 0.000149791 0.000192998 9.8834e-05 0.000103853 0.000150033 8.76239e-05 6.80523e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 0.077945 -0.11266 0.10113500000000002 0.0057500000000000008 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 10 -10 -11
right_child=1 -3 3 -5 -6 6 7 -9 9 11 -12 -13
leaf_value=-0.00049784408237681013 -0.00043260585822369884 -0.0004401363193062868 -0.00067464994939260353 0.00063496569924712649 0.00065764782579431685 -0.00063591939879178462 0.00059889144359747575 0.00075680730621560145 -0.00067734594324347745 0.00071674541795964017 4.6241479900931988e-05 6.2808050305120635e-06
leaf_weight=0.0011107143298644444 0.0012893598462757902 0.0010351632709526297 0.0012397997830350107 0.0016401982738170401 0.0010586737933489842 0.0013019676643409245 0.0012246214974370737 0.0010010415039954654 0.0014476201647594332 0.0010065927137490327 0.0011582306119637398 0.0010686343094428881
leaf_count=612 347 481 482 135 215 602 115 216 363 104 80 158
internal_value=0 2.43328e-05 6.01153e-05 0.000112414 3.08426e-05 -3.93888e-05 5.65577e-05 0.000187094 9.05255e-05 -4.24686e-05 -0.000355731 0.000350893
internal_weight=0 0.0144719 0.0134367 0.0121474 0.0105072 0.00944851 0.00820871 0.00690674 0.0059057 0.00468108 0.00260585 0.00207523
internal_count=3910 3298 2817 2470 2335 2120 1638 1036 820 705 443 262
is_linear=0
shrinkage=0.00196078


Tree=3622
num_leaves=11
num_cat=0
split_feature=52 1 15 15 0 16 47 0 133 0
split_gain=2.89282e-05 4.30452e-05 6.92863e-05 0.000113707 7.49442e-05 7.3787e-05 7.52977e-05 4.3529e-05 9.06545e-05 2.41262e-05
threshold=-0.27466499999999994 1.0000000180025095e-35 0.079360000000000014 -0.0089749999999999986 -0.075584999999999986 -0.09601999999999998 0.08801500000000001 -0.083674999999999986 1.0000000180025095e-35 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 6 -3 -2 -9 -7
right_child=1 2 -4 -5 -6 9 -8 8 -10 -11
leaf_value=-0.015036209690792888 -0.023942395535959185 0.029494155203892466 -0.016688435160509239 0.035071135999142966 0.027270708660351778 -0.0047583589204399472 -0.0070959047172357006 0.01517407933264712 -0.022413785936536267 -0.026016442954113563
leaf_weight=0.001184293839567147 0.0011236770260232855 0.0010467509857524585 0.0011960802307976193 0.0013772754849487026 0.0010238840157791879 0.0010045548325656739 0.0012154871417366091 0.0015441622472628523 0.0010978197033426685 0.0011394391551629779
leaf_count=425 982 222 484 239 333 64 123 378 417 243
internal_value=0 0.00136027 0.00550859 0.00940867 0.00289974 -0.00276339 0.00983453 -0.00745648 -0.000444763 -0.0160561
internal_weight=0 0.0117691 0.00800347 0.00680739 0.00543012 0.00440623 0.00226224 0.00376566 0.00264198 0.00214399
internal_count=3910 3485 1708 1224 985 652 345 1777 795 307
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 12 43 4
split_gain=2.75046e-05 7.59072e-05 6.29888e-05 0.000117154 7.73464e-05 8.52279e-05 0.000153521 4.99998e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.086935000000000012 -0.074254999999999988 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.021841624769116087 -0.015397106966607236 0.023213569029698542 -8.9308280414044909e-05 0.024297029674563982 -0.029454588733291404 0.0051780901923960641 -0.042013218056067107 0.024682254009492657
leaf_weight=0.0013461485231091056 0.0010802350639603055 0.0013911689867989472 0.0018237275687124884 0.001785397631215227 0.0010457149447864146 0.0018481484747704911 0.0010994458700393419 0.0014728859010754922
leaf_count=275 161 388 734 130 219 676 1107 220
internal_value=0 0.00127326 -0.00165557 0.00133865 -0.00428416 -6.88814e-05 -0.0124242 0.0109783
internal_weight=0 0.0118126 0.0104215 0.00907532 0.00728992 0.00624421 0.00294759 0.00329661
internal_count=3910 3749 3361 3086 2956 2737 1783 954
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=10
num_cat=0
split_feature=11 484 43 15 4 12 52 16 49
split_gain=2.6996e-05 3.61132e-05 6.0959e-05 0.00011126 0.000134499 8.07955e-05 9.28867e-05 0.000160651 5.14262e-05
threshold=0.079700000000000007 0.087495000000000017 -0.06705499999999999 -0.053579999999999996 -0.084009999999999987 0.088375000000000023 -0.0058499999999999993 -0.19424999999999998 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 -4
right_child=-2 -3 5 4 -6 -7 7 -9 -10
leaf_value=0.034018208674598545 -0.015867364356366678 -0.01621449386059455 0.0029054570738815417 0.025648275775169913 -0.022002519717970237 -0.023393890056392138 -0.01421094209419472 0.031943332355386954 -0.027827029721887608
leaf_weight=0.0015256311634153472 0.0010027881014191562 0.0010794616043085696 0.0010589828891984371 0.0010778345567593562 0.0013150883813600575 0.0014818638086294376 0.0012371891438470758 0.0019315912829687355 0.0011207196707625454
leaf_count=672 254 350 116 246 510 817 208 494 243
internal_value=0 0.00122159 0.00297262 0.0129151 -0.000539366 -0.00273137 0.00299344 0.0139233 -0.012896
internal_weight=0 0.0118284 0.0107489 0.00391855 0.00239292 0.00683035 0.00534848 0.00316878 0.0021797
internal_count=3910 3656 3306 1428 756 1878 1061 702 359
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=12
num_cat=0
split_feature=484 133 484 42 0 12 151 12 4 43 16
split_gain=7.85941e-05 7.99858e-05 6.72578e-05 0.000102638 0.000155127 0.000125805 0.000109079 0.000105938 9.72698e-05 8.57029e-05 5.52519e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.088645000000000015 -0.090359999999999982 -0.075584999999999986 0.090965000000000018 -0.08341999999999998 0.086865000000000012 0.0057500000000000008 -0.074254999999999988 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -6 -10
right_child=1 -3 -4 4 9 -7 7 -9 10 -11 -12
leaf_value=-0.00052048743563409957 -0.00038994996229389599 -0.00049662526212066718 -0.00037648593257740953 0.0006720697068040701 0.00088839012153381662 -0.00056583662481928161 -0.00049636068277792941 0.00055608144259455654 -0.00018630267588032575 0.00024866038861227132 0.00043381168873517277
leaf_weight=0.0010780052850735038 0.0013737701245073444 0.00103285044268664 0.0011799605798645521 0.0011716613477217612 0.0014612206655246662 0.0011772373644622957 0.0016917197606689076 0.0010616746045587328 0.0010886792039514824 0.0017931180995303616 0.0011214560922320205
leaf_count=612 333 481 303 180 244 326 386 393 177 410 65
internal_value=0 2.87421e-05 7.00992e-05 0.000114231 0.000179778 2.12878e-05 0.000133947 6.92074e-06 -0.000142503 0.000535903 0.000128353
internal_weight=0 0.0141533 0.0131205 0.0119405 0.0105668 0.00731243 0.00613519 0.00496353 0.00390186 0.00325434 0.00221014
internal_count=3910 3298 2817 2514 2181 1527 1201 1021 628 654 242
is_linear=0
shrinkage=0.00196078


Tree=3626
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 160 42 4 49 2 2
split_gain=8.66243e-05 7.253e-05 8.70253e-05 0.000120042 0.000133676 0.000151754 0.000174173 9.85446e-05 0.000132441 0.000106466 0.000101517
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 -0.077679999999999985 -0.081419999999999979 0.089910000000000004 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 -10 -11
right_child=1 -3 3 -5 -6 6 7 8 9 10 -12
leaf_value=-0.00054910924301108087 -0.00042336108447563707 -0.00046702946178235063 -0.00068297842124021458 0.00061502017498887406 0.0007195919160773996 -0.00060801996564202468 0.00060574441822051634 0.00062332957569614965 -0.00055754229287784129 0.00053807115419899634 -0.0002421766347040482
leaf_weight=0.0010711781795868886 0.0012505183983242659 0.0010490914187048948 0.0011980628674155879 0.0016283369941603757 0.0010094392998123676 0.001249797587323089 0.0016480800312549289 0.0012085696141810928 0.0013812080491357407 0.0011878868003264429 0.0013928251012099793
leaf_count=612 347 481 482 135 215 602 265 128 296 132 215
internal_value=0 2.9129e-05 6.86977e-05 0.000120388 4.20071e-05 -3.18056e-05 6.48863e-05 0.000188225 5.51424e-05 -0.000118181 0.000116967
internal_weight=0 0.0142038 0.0131547 0.0119042 0.0102759 0.00926643 0.00806837 0.00681857 0.00517049 0.00396192 0.00258071
internal_count=3910 3298 2817 2470 2335 2120 1638 1036 771 643 347
is_linear=0
shrinkage=0.00196078


Tree=3627
num_leaves=10
num_cat=0
split_feature=4 1 12 52 160 151 4 4 3
split_gain=2.46132e-05 5.87879e-05 5.11371e-05 5.25486e-05 5.44513e-05 6.63537e-05 7.98617e-05 9.34916e-05 2.06913e-05
threshold=0.24280000000000004 0.11198000000000001 0.10371500000000002 -0.27466499999999994 0.090735000000000024 -0.081989999999999993 -0.0025899999999999994 -0.078484999999999985 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0211459699374257 -0.0071459914338800577 0.022547999753180201 -0.023830467163895704 0.02842804865842552 -0.018025934119174528 -0.0096049790203013487 -0.015065076432923111 0.035184288512533184 0.0074762424493909803
leaf_weight=0.0010432897712176871 0.0012716415090048888 0.0014016001283581978 0.0010002321273601478 0.0011046856521937922 0.0010971066108657734 0.0011885578159303611 0.001915374066630374 0.0010627370956659372 0.0017582623148025367
leaf_count=373 196 353 360 305 236 318 467 645 657
internal_value=0 0.00842279 -0.00236024 -1.83395e-05 0.00269398 0.00592772 0.0017326 0.00975688 0.000586776
internal_weight=0 0.00267324 0.0101702 0.00917001 0.00812672 0.00702962 0.00592493 0.00400956 0.00294682
internal_count=3910 549 3361 3001 2628 2392 2087 1620 975
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=10
num_cat=0
split_feature=484 1375 160 133 1 43 16 4 1
split_gain=2.67495e-05 3.31596e-05 3.87008e-05 7.36682e-05 4.91095e-05 6.38507e-05 0.000108888 7.98924e-05 4.80362e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082384999999999986 -0.0023199999999999996 0.12811000000000003 -0.089949999999999988 0.22945500000000005 -0.0017649999999999999 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7 -9
right_child=1 2 3 4 -6 6 -8 8 -10
leaf_value=-0.015779639712791109 -0.014990287987660387 -0.013125931132892656 -0.015142957330534995 -0.0093187042533827338 0.029190179946066472 0.03923916484765308 -0.014772027017558132 -0.0069185915329811835 0.022137612237129602
leaf_weight=0.0010030943987953062 0.0011385644076364219 0.001310925395870916 0.0014925615477485521 0.0019466417881877467 0.0010528791199588541 0.0014060466579595764 0.0011490335766613149 0.0010404403176718681 0.0012556135096669948
leaf_count=627 146 578 866 396 227 489 265 156 160
internal_value=0 0.00123073 0.00296421 0.00522178 0.00909351 0.00598082 0.0121201 0.0204668 0.008971
internal_weight=0 0.0117927 0.0106541 0.00934322 0.00785065 0.00679778 0.00485113 0.0037021 0.00229605
internal_count=3910 3283 3137 2559 1693 1466 1070 805 316
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=13
num_cat=0
split_feature=484 133 40 160 52 12 15 13 151 3 0 0
split_gain=7.34874e-05 6.95229e-05 7.61518e-05 7.25155e-05 8.58276e-05 8.90456e-05 0.000133554 0.000114447 0.000178806 0.000118182 0.000137348 0.000171193
threshold=-0.0043499999999999988 0.10599500000000002 -0.080519999999999994 0.090735000000000024 -0.27466499999999994 0.10058500000000002 -0.19153499999999998 -0.09547499999999999 -0.082489999999999994 0.090325000000000003 -0.070174999999999987 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 10 11 -10
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12 -13
leaf_value=-0.00050325551837982635 0.0005801196650581748 -0.00046636319414693705 -0.00043563383351410571 -0.00043678948280677322 -0.0004715714927930716 -0.00040102779373113484 0.00073628742755167415 0.00091375712128156797 0.00043246044110326862 -0.00056525369636549526 0.0006763302140696877 -0.00059221628551372628
leaf_weight=0.0010738944760275452 0.0010256321387352241 0.0010114475494801848 0.0011378382980204048 0.0011860629142031965 0.0010072518019610217 0.0010663427994415291 0.0017018807108809247 0.0010039224423314475 0.0012005251879176437 0.001086028804575756 0.0013317373038373909 0.0013118507994355297
leaf_count=612 226 481 315 181 225 226 226 175 116 94 120 913
internal_value=0 2.88852e-05 6.7243e-05 2.35296e-05 7.38614e-05 0.000133568 0.000199523 0.000288046 0.000159492 5.90097e-06 0.000167262 -0.00010258
internal_weight=0 0.0140705 0.0130591 0.0120334 0.0108474 0.00970954 0.0086432 0.00763595 0.00593406 0.00493014 0.00384411 0.00251238
internal_count=3910 3298 2817 2591 2410 2095 1869 1644 1418 1243 1149 1029
is_linear=0
shrinkage=0.00196078


Tree=3630
num_leaves=11
num_cat=0
split_feature=48 16 0 51 2 133 0 1 1 4
split_gain=2.61434e-05 7.55792e-05 5.37395e-05 5.69807e-05 6.13111e-05 5.50868e-05 6.68002e-05 6.90727e-05 4.82089e-05 7.07663e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.23029999999999998 0.081825000000000009 0.11260500000000001 0.087330000000000019 -0.084304999999999977 0.095575000000000007 0.088495000000000018 -0.10647999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 -8
right_child=-2 2 3 -5 -6 -7 8 -9 -10 -11
leaf_value=0.02538483832021305 -0.015040792353561497 0.020082631097489125 -0.030787452494580453 -0.023139945338384892 0.018709425856446679 -0.024671709689604481 -0.00051495800750101428 0.0044335290964055149 -0.0065719929898522371 0.036128211118592289
leaf_weight=0.0011701686579883618 0.0010721856336088206 0.0010484221870292751 0.0011694274920898582 0.0013098354863028136 0.0013603796230229883 0.0011334530772221831 0.0010648252919932607 0.0010628807774633884 0.0013516213489707229 0.0010435341132858948
leaf_count=249 161 76 759 469 365 753 103 111 459 405
internal_value=0 0.00127331 -0.00140248 -0.00377459 -0.000676004 -0.00453955 -0.000530814 -0.0140175 0.00817052 0.0176216
internal_weight=0 0.0117145 0.0105444 0.00949596 0.00818612 0.00682574 0.00569229 0.00223231 0.00345998 0.00210836
internal_count=3910 3749 3500 3424 2955 2590 1837 870 967 508
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=12
num_cat=0
split_feature=158 156 15 457 4 15 40 457 1 2 0
split_gain=5.78148e-05 6.95847e-05 7.5302e-05 8.12234e-05 9.01519e-05 0.000116331 7.50688e-05 8.13802e-05 0.00012443 0.000112948 6.14995e-05
threshold=0.085745000000000002 0.088855000000000003 -0.19153499999999998 -0.0034949999999999994 0.15927500000000003 0.024640000000000006 -0.064199999999999993 0.086950000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -8 -10 -7
right_child=-2 -3 3 4 -6 10 7 -9 9 -11 -12
leaf_value=-0.00040025076259915125 -0.00045015115768474984 -0.00046251049487208847 -0.00039967691625267986 -0.00025303274117378509 0.00056283343948707379 2.8171959613147053e-06 1.3503641448117945e-05 -0.00017688903368285857 0.00033078726052824891 0.0011512405610184077 -0.00063445615359228845
leaf_weight=0.0012078702443215619 0.0010554499639404283 0.0010370272588649141 0.0010727098221314712 0.0010652554239158618 0.0018253227092658629 0.0012685237761201444 0.0016317980350299618 0.0010288030471409977 0.0014173943137620777 0.0011839798788009261 0.0010761078912343031
leaf_count=277 410 377 266 140 206 497 493 103 197 156 788
internal_value=0 2.59698e-05 6.56142e-05 0.000114249 0.000166768 8.34006e-05 0.000221646 0.000317742 0.000437955 0.000704205 -0.00028967
internal_weight=0 0.0138148 0.0127778 0.0115699 0.0104972 0.00867186 0.00632723 0.00526198 0.00423317 0.00260137 0.00234463
internal_count=3910 3500 3123 2846 2580 2374 1089 949 846 353 1285
is_linear=0
shrinkage=0.00196078


Tree=3632
num_leaves=10
num_cat=0
split_feature=13 39 4 3 47 48 151 1 13
split_gain=2.69473e-05 6.75167e-05 6.53062e-05 0.000127577 0.000102216 5.12926e-05 7.35713e-05 5.85966e-05 5.00441e-06
threshold=-0.45122499999999993 0.085060000000000011 -0.034289999999999994 -0.084014999999999992 0.09252500000000001 0.087035000000000015 -0.016164999999999995 0.095575000000000007 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -4 -8 -2
right_child=1 -3 4 -5 -6 -7 7 -9 -10
leaf_value=0.014708802237053582 -0.0033276079366046938 0.019554036158532857 0.035833811408372225 -0.036139597448471755 -0.021331180386045284 -0.0078556780081889474 -0.012472622325522816 0.017848808776982993 0.006639439423625511
leaf_weight=0.0011221825225980068 0.001006594545779558 0.0013450703959872511 0.0011227668952661315 0.0016033069556753519 0.0015067882544391982 0.0014290182256270754 0.0010906966985140421 0.0015333461197448803 0.0010084305083002765
leaf_count=112 501 390 334 907 275 260 610 190 331
internal_value=0 -0.00151686 -0.00426824 -0.015089 0.00159071 0.00826373 0.0144116 0.00524555 0.00166046
internal_weight=0 0.011646 0.0103009 0.00361833 0.00668262 0.00517583 0.00374681 0.00262404 0.00201503
internal_count=3910 3798 3408 1739 1669 1394 1134 800 832
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=10
num_cat=0
split_feature=457 16 15 15 48 15 3 12 43
split_gain=2.61572e-05 6.08793e-05 4.35158e-05 9.45678e-05 6.3268e-05 9.34402e-05 0.000100294 5.31115e-05 3.90024e-05
threshold=-0.0034949999999999994 -0.50388999999999984 -0.14097499999999996 -0.091024999999999981 0.093225000000000016 -0.017214999999999998 0.10666500000000002 0.088375000000000023 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 -7
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.015566166693601747 0.022528917264641134 -0.018585802426914641 0.022497068497639102 -0.03132118746065192 0.019652283651863653 -0.013719875895869801 0.022776391117075471 -0.024706765299623852 0.011235165764265864
leaf_weight=0.0010048512095004311 0.0012056336921827818 0.0012657276905743394 0.0016991647049660833 0.0012909760491719071 0.0010115568268981743 0.0011833805243296478 0.0013017791703313492 0.0014198385733239054 0.0013303718214122632
leaf_count=316 268 398 359 550 179 519 77 934 310
internal_value=0 0.00124603 -0.00119706 0.00118566 -0.00361827 -0.00722511 -0.00128332 -0.00924562 -0.000512734
internal_weight=0 0.0117084 0.0105028 0.00923707 0.0075379 0.00652635 0.00523537 0.00393359 0.00251375
internal_count=3910 3594 3326 2928 2569 2390 1840 1763 829
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=10
num_cat=0
split_feature=123 1 42 484 3 457 13 16 16
split_gain=2.49806e-05 5.53643e-05 0.000102269 6.94819e-05 6.79259e-05 5.80513e-05 7.80422e-05 5.01857e-05 4.84486e-05
threshold=1.0000000180025095e-35 0.12263000000000002 0.091955000000000023 0.084225000000000008 -0.08348499999999999 0.041935000000000007 -0.094679999999999986 -0.083564999999999987 -0.074719999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10
leaf_value=0.024696687206452381 0.01456434121930795 0.014477637184318866 -0.033328577260487699 0.020887641982073855 -1.6448733640712287e-05 0.0072118983496916216 -0.0429701853422816 -0.0043603305329170811 -0.013201633118253429
leaf_weight=0.0011290264569635586 0.0010672751273679846 0.0018417403026184534 0.0010877568310195323 0.00126221783168052 0.0015234622675476938 0.0012866789204025002 0.0012034846224030925 0.0012552487175463201 0.0010018369057160849
leaf_count=347 334 277 648 350 133 124 450 761 486
internal_value=0 -0.00142348 -0.00442723 -0.000797838 -0.00449686 -0.0111028 -0.0174225 0.00939905 -0.0294469
internal_weight=0 0.0115915 0.00974971 0.00866196 0.00739974 0.00501546 0.00372878 0.00238428 0.00220532
internal_count=3910 3576 3299 2651 2301 1193 1069 1108 936
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=13
num_cat=0
split_feature=484 133 52 16 474 160 42 15 15 160 4 0
split_gain=0.00010917 8.28248e-05 8.38524e-05 0.000136743 0.000159357 0.000126437 0.000172935 0.000114524 0.000120067 7.52838e-05 8.19576e-05 9.49073e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 -0.095799999999999982 -0.14487999999999998 0.087825000000000014 -0.084009999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 10 -9 -12
right_child=1 -3 3 -5 -6 6 7 9 -10 -11 11 -13
leaf_value=-0.00061560875928232518 -0.00039814369574046415 -0.0004991274438719915 -0.00063282358471766483 0.00066164963804048388 0.00078492888686348679 -0.00061834860281913219 0.00031993324674931429 0.00098310734167928533 -0.00055366021473037246 -9.679729200043402e-05 0.00074639623720653488 -6.2135083557636085e-05
leaf_weight=0.0010565718911447449 0.0012715141181630736 0.0010234898393617154 0.0011820063034399626 0.0016159180824171426 0.0010138011743576871 0.0012390693549941979 0.0011025400271388389 0.0010062693615201308 0.0013400581725439035 0.0010013081740149758 0.0010336314465183402 0.0012134292390138658
leaf_count=612 347 481 482 135 215 602 204 95 106 105 135 391
internal_value=0 3.79483e-05 8.01688e-05 0.000131938 4.74565e-05 -3.45379e-05 5.45688e-05 0.000179067 -0.000159338 0.000373345 0.000518045 0.000309783
internal_weight=0 0.014043 0.0130195 0.011748 0.0101321 0.00911831 0.00793631 0.00669724 0.0024426 0.00425464 0.00325333 0.00224706
internal_count=3910 3298 2817 2470 2335 2120 1638 1036 310 726 621 526
is_linear=0
shrinkage=0.00196078


Tree=3636
num_leaves=12
num_cat=0
split_feature=484 156 133 15 42 4 1 52 16 151 16
split_gain=8.65303e-05 7.87962e-05 0.000129567 9.6768e-05 0.000269712 0.000124675 0.00019013 0.00013224 8.14093e-05 0.000126551 2.6151e-05
threshold=-0.0043499999999999988 0.090135000000000007 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 -1.0000000180025095e-35 0.077800000000000022 -0.082554999999999976 -0.072359999999999994 -0.0088999999999999982 -0.027569999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 9 -9 -8
right_child=1 -3 -4 4 -6 7 10 8 -10 -11 -12
leaf_value=-0.00053051629919497834 5.430171114088003e-05 -0.00047902017786580344 -0.00060482099931917629 -0.00063795470777250319 0.00053109642758871996 0.00059267655789305889 0.00068503365592664529 -0.00047373806727597296 -0.0006109658067733379 0.00033069056014512806 0.0011303048458208458
leaf_weight=0.0011349410643533677 0.001970892340371315 0.001077686132913363 0.0010078652461914172 0.0019002438007666373 0.0012630644398568258 0.0012494705073944788 0.0010062599397140069 0.001220252107166532 0.00103605125686355 0.0019588952822718951 0.0010222928094385264
leaf_count=612 355 341 457 571 410 146 132 132 126 412 216
internal_value=0 3.13889e-05 7.17298e-05 0.000125729 -0.000171169 0.000224965 0.00048803 3.24353e-05 -0.000133632 2.19267e-05 0.000909429
internal_weight=0 0.014713 0.0136353 0.0126274 0.00316331 0.00946411 0.00399945 0.00546467 0.0042152 0.00317915 0.00202855
internal_count=3910 3298 2957 2500 981 1519 703 816 670 544 348
is_linear=0
shrinkage=0.00196078


Tree=3637
num_leaves=9
num_cat=0
split_feature=158 15 156 42 15 15 0 42
split_gain=2.49275e-05 4.95802e-05 4.07742e-05 6.92852e-05 4.78398e-05 7.6606e-05 5.55122e-05 0.000110886
threshold=0.08413000000000001 -0.19153499999999998 0.082150000000000015 -1.0000000180025095e-35 -0.095799999999999982 -0.031229999999999997 -0.10071499999999999 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=-0.017389643448104879 -0.015172654896132287 -0.011934517345236194 -0.015637094648804584 -0.0058175306890290053 0.030226393699190331 0.025223186380322383 0.012805231141483596 -0.027883809285452289
leaf_weight=0.0012759270863969769 0.001008074009490747 0.0018280073234975694 0.0010063035643606165 0.0015656213187062356 0.0019298472589320661 0.0011028815078776848 0.0019694233711472177 0.0010149125544643349
leaf_count=335 440 833 474 241 501 128 328 630
internal_value=0 0.00121627 0.00349522 0.00554108 0.00975403 0.0138057 0.0060524 -0.00103229
internal_weight=0 0.0116929 0.010417 0.00941069 0.00758269 0.00601706 0.00408722 0.00298434
internal_count=3910 3470 3135 2661 1828 1587 1086 958
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=9
num_cat=0
split_feature=3 1 13 52 16 15 3 4
split_gain=2.6271e-05 4.60579e-05 5.79449e-05 0.000104494 7.3256e-05 5.44999e-05 8.81365e-05 5.32014e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -0.057604999999999996 -1.0000000180025095e-35 -0.069909999999999986 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 7 -4 -5 -2 -7 -3
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=0.014828059115984622 -0.026157521136626002 0.032900664921825633 -0.025936146281255595 -0.0057325638483327057 0.026893315623987647 -0.019541941111718659 0.013326438035859001 0.0040163549370932422
leaf_weight=0.0010817429697772612 0.0013449539842779771 0.0010383777520160658 0.0014028269552603043 0.0017125975507589902 0.0011505567621175597 0.001550353044132029 0.0017219613763440323 0.0016524634868985621
leaf_count=259 1056 497 153 216 115 984 193 437
internal_value=0 -0.00146785 0.00367136 -0.00357695 0.00737813 -0.00921106 -0.0022459 0.0151626
internal_weight=0 0.0115741 0.00695682 0.00426598 0.00286315 0.00461727 0.00327231 0.00269084
internal_count=3910 3651 1418 484 331 2233 1177 934
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=11
num_cat=0
split_feature=484 42 43 160 16 15 4 12 13 151
split_gain=9.97094e-05 6.18799e-05 8.14732e-05 9.07941e-05 6.92585e-05 0.000107568 0.000106672 0.000177299 9.82605e-05 0.000114298
threshold=-0.0043499999999999988 -0.10770999999999999 -0.17307499999999998 -0.083654999999999993 0.15737500000000001 -1.0000000180025095e-35 -0.00072999999999999985 0.080120000000000011 -0.083514999999999992 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 -8 -10
right_child=1 2 3 4 5 -7 8 -9 9 -11
leaf_value=-0.00058912549100921443 -0.00043086542022904769 0.00051847015912409177 -0.00046460325352951873 0.00093355385555695324 0.00024656374089161102 -0.00061144414896264555 0.00031448651361150348 3.2796161485218212e-05 -0.0007842346968281944 4.2881287693831199e-05
leaf_weight=0.0010644636620145533 0.0010238702728309615 0.001389806380747983 0.0013367205211834753 0.0014933900579261914 0.0010242198882255706 0.0012441962302713878 0.0018851872670569941 0.0019206253528833307 0.0010272958474525752 0.0017141718715468911
leaf_count=612 215 164 560 219 266 157 279 996 126 316
internal_value=0 3.32898e-05 6.97464e-05 1.61959e-05 7.85384e-05 -0.000224042 0.000163902 0.000426814 -3.01015e-05 -0.00026706
internal_weight=0 0.0140595 0.0130356 0.0116458 0.0103091 0.00226842 0.00804067 0.00341402 0.00462665 0.00274147
internal_count=3910 3298 3083 2919 2359 423 1936 1215 721 442
is_linear=0
shrinkage=0.00196078


Tree=3640
num_leaves=12
num_cat=0
split_feature=484 43 40 160 13 484 2 1 0 3 16
split_gain=0.000112003 8.20335e-05 0.000100657 9.40109e-05 0.000111838 0.000113327 0.000117903 0.000156788 0.00013113 0.000235146 0.000126565
threshold=-0.0043499999999999988 0.16180500000000003 -0.080519999999999994 0.090735000000000024 0.17936000000000002 0.088645000000000015 0.10796500000000002 0.10937500000000001 -0.077944999999999987 0.086245000000000016 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 9 10 -4
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00062248607047510373 0.00066099806559545896 -0.00049619820692548 0.00025392916575344034 -0.00048446583163685216 -0.00044855367992404862 -0.00044424430439835201 -0.00066673552187708604 0.00032010340523935468 0.00079375148347823941 0.00091726306071437383 -0.00055351112732045585
leaf_weight=0.0010670458627194375 0.0010460591950689586 0.0010340353245604705 0.0016537534416368196 0.0012403236462434778 0.0013302915661993183 0.0010711101043677203 0.001133529962917253 0.0013636104215993957 0.0019751666872803312 0.0011953508203765839 0.0013602942384867687
leaf_count=612 226 252 540 195 151 274 239 223 505 67 626
internal_value=0 3.58866e-05 7.70395e-05 2.7471e-05 8.47624e-05 0.000157507 0.000231749 -0.000127854 0.000376945 0.000181368 -0.000110483
internal_weight=0 0.0144035 0.0133695 0.0123234 0.0110831 0.00975282 0.00868171 0.00249714 0.00618457 0.0042094 0.00301405
internal_count=3910 3298 3046 2820 2625 2474 2200 462 1738 1233 1166
is_linear=0
shrinkage=0.00196078


Tree=3641
num_leaves=10
num_cat=0
split_feature=48 4 12 3 150 12 3 52 0
split_gain=2.54601e-05 6.59677e-05 5.88458e-05 8.70969e-05 6.43282e-05 5.93059e-05 5.98465e-05 0.000142804 9.59692e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.094045000000000004 -0.078884999999999997 0.0033900000000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-0.02108983110265672 -0.014836982626633986 0.021808294792070478 -0.031077467821199883 0.02140051023717289 -0.026678620532301491 -0.016816138300404158 -0.0025435947229916333 0.018402240583274204 0.038385956969459512
leaf_weight=0.0013322100011105746 0.0010708208328157583 0.0013792920312252393 0.0011167591829105215 0.0017559757127332265 0.0010221893172050822 0.0015067763955849004 0.0011695307490414721 0.0012210630229091322 0.0011229079206169139
leaf_count=275 161 388 810 130 219 800 138 715 274
internal_value=0 0.001277 -0.0014865 0.00144286 -0.00345225 0.000416352 0.00602414 -0.00523382 0.017505
internal_weight=0 0.0116267 0.0102474 0.0089152 0.00715923 0.00613704 0.00463026 0.00233782 0.00229244
internal_count=3910 3749 3361 3086 2956 2737 1937 1525 412
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=13
num_cat=0
split_feature=484 133 484 133 13 1 16 52 13 16 13 16
split_gain=0.000115824 0.000113233 0.000122251 0.000154437 0.00010129 0.000172087 0.000187397 0.000150283 0.000206989 0.000114037 0.000101227 8.66532e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.091130000000000017 0.065880000000000008 -0.0024749999999999993 0.09112000000000002 -0.091624999999999984 -0.088779999999999984 -0.091849999999999987 0.13514000000000004 -0.16277999999999995 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 11 -7 -2 10 -8 -9 -6
right_child=1 -3 -4 -5 5 6 9 8 -10 -11 -12 -13
leaf_value=-0.00060773206657739902 0.0004608429539365118 -0.00059241151429887209 -0.00056999381028206592 0.00065259396015879528 0.00090698765560222544 -0.00058949796806314508 0.00064746402469391634 -0.00042435154381717451 -0.0011084991596901521 -0.00020858081909079845 0.00037545570466014731 0.0002206543511369847
leaf_weight=0.0011354048685133502 0.0010870586439430553 0.0010126542215464834 0.0010149011300282567 0.0019064150385101281 0.0014448927257289905 0.001567644197438346 0.0013910383260604814 0.0013500652010536521 0.001037139815088605 0.0010498167297326895 0.0011074616219862335 0.0013853659554739529
leaf_count=612 196 472 268 467 106 134 111 143 756 166 206 273
internal_value=0 4.12684e-05 8.60117e-05 0.000135969 4.97295e-05 0.000200876 -6.04833e-05 -0.000175874 -0.000373932 0.000279277 -6.39258e-05 0.000571039
internal_weight=0 0.0153545 0.0143418 0.0133269 0.0114205 0.00683876 0.0040085 0.00458173 0.00349467 0.00244086 0.00245753 0.00283026
internal_count=3910 3298 2826 2558 2091 790 411 1301 1105 277 349 379
is_linear=0
shrinkage=0.00196078


Tree=3643
num_leaves=11
num_cat=0
split_feature=43 43 0 15 42 4 0 16 151 15
split_gain=3.01073e-05 8.3865e-05 0.000101312 7.45684e-05 5.89182e-05 5.20155e-05 0.000136187 3.92672e-05 5.85051e-05 3.44253e-05
threshold=-0.053009999999999995 -0.080894999999999981 -0.017269999999999997 -1.0000000180025095e-35 0.078965000000000021 -0.34687499999999999 -0.083674999999999986 -0.19424999999999998 -0.0074049999999999993 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -7 -9 -10
right_child=4 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.0284032778429756 -0.018349499225769277 0.031215082446170619 0.024314488777275767 0.0064408615419888409 -0.025934158386198738 -0.01871229849628454 0.035641580868193613 0.018806914569190435 -0.021290169605563 0.0043931885899726212
leaf_weight=0.0013196652290890375 0.0013212355873944035 0.0010495693210866614 0.0010989328703097274 0.0011488687265811572 0.0010431248232513979 0.0012768956496267011 0.0010802534949542258 0.0012707479906769472 0.0010404933276376561 0.0010470621900332392
leaf_count=760 212 575 144 319 764 214 425 95 189 213
internal_value=0 0.00636756 -0.00094272 -0.0121866 -0.00375526 -0.000467437 0.00366634 -0.00378563 0.0018898 -0.00840808
internal_weight=0 0.00461704 0.00356747 0.00246853 0.00807981 0.00703669 0.00571545 0.0046352 0.0033583 0.00208756
internal_count=3910 1798 1223 1079 2112 1348 1136 711 497 402
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=10
num_cat=0
split_feature=159 1 484 3 2 48 12 3 1
split_gain=2.98138e-05 5.21898e-05 5.19428e-05 6.37033e-05 7.53053e-05 7.19373e-05 7.1942e-05 8.09233e-05 2.88291e-05
threshold=-0.034019999999999988 0.12958500000000003 0.084225000000000008 0.12046500000000002 0.082715000000000025 0.093225000000000016 0.086935000000000012 -0.015794999999999997 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.016005715638810546 -0.027212144049533055 0.021277212792070462 0.017629949640574318 -0.023401999866001087 0.025420013843383334 0.028692837199731227 -0.020295154010432692 -0.0072292085448641755 -0.0047220593281400262
leaf_weight=0.0010736944452242421 0.0010675253790913592 0.0011870117832327746 0.0013254129575112081 0.0013733948950965039 0.0014756700878543741 0.0011443677950132005 0.0011998580973863709 0.0015634691098400442 0.0012228730425283365
leaf_count=520 476 298 341 107 499 224 969 231 245
internal_value=0 0.00141456 -0.000858475 -0.00356704 -1.71193e-05 0.00644444 0.000438218 0.00862379 -0.0152044
internal_weight=0 0.0115596 0.0103726 0.00904716 0.00767376 0.00538337 0.004239 0.00303914 0.0022904
internal_count=3910 3390 3092 2751 2644 1923 1699 730 721
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=10
num_cat=0
split_feature=49 457 151 4 2 3 52 52 15
split_gain=2.84518e-05 5.07271e-05 4.10902e-05 6.57625e-05 8.26101e-05 7.05828e-05 9.93553e-05 6.39098e-05 8.66696e-05
threshold=-0.045004999999999996 0.084715000000000013 -0.074204999999999979 0.40359500000000004 0.11339500000000001 -0.078884999999999997 0.048490000000000012 0.082665000000000002 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 8 -7
right_child=2 -3 3 -5 -6 7 -8 -9 -10
leaf_value=-0.0025730698869159598 -0.021396654223782906 0.024192335342100618 -0.032896674635884575 0.023013977369345011 -0.02963968181683628 -0.0014146009804420242 0.0074760004856224945 -0.010936259108619638 0.033228315492566718
leaf_weight=0.0016949993992959526 0.0010448732556210495 0.0012161502392584451 0.00123185017437138 0.0010531872077433535 0.0010533408748250829 0.0013884576631660954 0.0012066473614144762 0.0011888475860846529 0.0015048979165045565
leaf_count=371 354 158 834 304 285 307 716 338 243
internal_value=0 0.00860834 -0.00266775 -0.00039943 -0.00365512 0.000542378 -0.012919 0.00858349 0.0166039
internal_weight=0 0.00291115 0.0096721 0.00862723 0.00757404 0.0065207 0.0024385 0.0040822 0.00289336
internal_count=3910 529 3381 3027 2723 2438 1550 888 550
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=12
num_cat=0
split_feature=484 160 50 42 49 1 42 16 16 4 1
split_gain=8.05572e-05 6.67299e-05 0.000110535 9.03341e-05 8.88644e-05 0.000169965 0.000134064 0.000131843 0.000116083 0.000113636 5.30029e-05
threshold=-0.0043499999999999988 -0.098319999999999991 0.088160000000000002 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 0.084100000000000022 0.18126 -0.084184999999999996 0.0051950000000000008 0.11986000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 6 7 8 -6 -5 -7
right_child=1 2 -4 4 5 10 -8 -9 -10 -11 -12
leaf_value=-0.000521783581877984 -0.00041547219520288224 -0.00036377726405452838 0.00069184657187898555 2.0388860337481864e-05 0.00011564144148182083 -0.00081104495254413658 -0.00029621536550294091 -0.00019649157040168598 0.00096310109463254503 0.00085623237268000617 -0.0001797298746788491
leaf_weight=0.0010969645144396504 0.0011839415934188089 0.0019857135806636188 0.0010154168283381506 0.0013310598340077466 0.0010434285962137579 0.0010191519555489729 0.0016306727087383142 0.0010767336413635142 0.0015365324870337113 0.0011794993778295943 0.0010260293762635543
leaf_count=612 497 795 311 243 94 107 609 139 183 115 205
internal_value=0 2.99568e-05 7.1015e-05 1.77212e-05 9.46834e-05 -1.43314e-05 0.000171333 0.000379832 0.000620358 0.000413081 -0.000494326
internal_weight=0 0.0140282 0.0128442 0.0118288 0.00984311 0.00733255 0.00528737 0.00365669 0.00257996 0.00251056 0.00204518
internal_count=3910 3298 2801 2490 1695 1337 1025 416 277 358 312
is_linear=0
shrinkage=0.00196078


Tree=3647
num_leaves=10
num_cat=0
split_feature=123 50 48 4 160 42 43 2 43
split_gain=2.62824e-05 5.12608e-05 5.95861e-05 9.81091e-05 6.57844e-05 5.40218e-05 6.33611e-05 8.63398e-05 5.00271e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.11379500000000002 0.24280000000000004 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.089910000000000004 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -9
right_child=-2 -3 -4 -5 5 6 7 8 -10
leaf_value=0.01765297922632187 0.014943344116782603 -0.022314392336362569 -0.02208650962496779 0.025711628819613169 -0.026131921758927892 0.015241841052624104 -0.029922004277645461 -0.011367137233024842 0.017471279122125781
leaf_weight=0.0014647542922092008 0.0010682390537816626 0.0010685877994620714 0.0010353630532601811 0.0016041312446275552 0.001088845805026252 0.0015593456329673085 0.0012691856866953529 0.0012694655960145979 0.0011432806277034344
leaf_count=626 334 654 123 333 678 343 404 284 131
internal_value=0 -0.00145431 0.000681979 0.00319008 -0.0014447 -0.00586379 -0.0016532 -0.00880847 0.00229796
internal_weight=0 0.011503 0.0104344 0.00939901 0.00779488 0.00633012 0.00524128 0.00368193 0.00241275
internal_count=3910 3576 2922 2799 2466 1840 1162 819 415
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=10
num_cat=0
split_feature=11 3 3 3 124 13 2 4 2
split_gain=2.54299e-05 3.98181e-05 5.80513e-05 4.47026e-05 6.24438e-05 9.06722e-05 7.7837e-05 0.000114831 6.33168e-05
threshold=0.077330000000000024 -0.10315499999999998 -0.078884999999999997 -0.015794999999999997 -0.018779999999999995 -0.26418499999999995 0.083795000000000022 0.0057500000000000008 0.113945
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9
right_child=-2 2 3 4 5 6 7 8 -10
leaf_value=0.016537084645958915 -0.014250370617270153 -0.018586198822237804 0.016529849221228465 -0.02405668035882641 0.028369206245949304 0.018223883742471022 -0.037172754640186226 0.019695178473498141 -0.015270263290438558
leaf_weight=0.0015031181830115576 0.0011465744515311771 0.0015672116460555092 0.0017630289344800609 0.0010265874911957419 0.0011084275588911447 0.0011895467799618838 0.0011423438758211158 0.0010420804619180048 0.0010295716106082885
leaf_count=261 279 1632 861 230 158 91 190 88 120
internal_value=0 0.001375 -0.000934334 0.00239807 -0.00141237 0.00280506 -0.00362975 -0.0117181 0.00231802
internal_weight=0 0.0113719 0.0098688 0.00830159 0.00653856 0.00551197 0.00440354 0.003214 0.00207165
internal_count=3910 3631 3370 1738 877 647 489 398 208
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=11
num_cat=0
split_feature=4 0 1 2 157 16 15 50 150 48
split_gain=7.56222e-05 0.000136812 0.000104835 7.80758e-05 7.26794e-05 0.00013666 0.000153751 7.04446e-05 8.3625e-05 0.000107816
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.087005000000000013 -0.077044999999999988 -0.055679999999999993 -0.064869999999999983 0.088160000000000002 0.081245000000000026 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 8 9 -6
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00048408363221362158 6.5076504248370569e-05 0.00062787742507725106 0.00053234884749661063 -0.000619408973233459 0.00016574660408935621 -0.00092882228648765895 -6.3987572014448224e-06 0.00061188764264504111 0.00044464498851170143 -0.00058280951965636806
leaf_weight=0.0011755879989135696 0.0010130193673173458 0.0013470672330192597 0.001129825441950027 0.0017431602891581324 0.0020097777167794885 0.001076486942136164 0.0019590203928359327 0.0011587280364750846 0.0015584486361713513 0.001170668194693233
leaf_count=176 598 164 180 1301 297 245 314 337 194 104
internal_value=0 3.34496e-05 -2.90144e-05 -0.00036783 6.3785e-05 4.52301e-06 -0.000333519 0.000178513 7.25472e-05 -0.000109784
internal_weight=0 0.0141662 0.0128191 0.00275618 0.010063 0.00893313 0.00303551 0.00589762 0.00473889 0.00318045
internal_count=3910 3734 3570 1899 1671 1491 559 932 595 401
is_linear=0
shrinkage=0.00196078


Tree=3650
num_leaves=12
num_cat=0
split_feature=403 11 484 484 48 160 3 3 2 15 16
split_gain=0.000148745 0.000131535 0.000135783 8.69425e-05 0.000104549 0.000127307 0.00014677 9.44922e-05 0.000135199 0.000154009 8.93879e-05
threshold=0.087440000000000004 0.08184000000000001 0.091130000000000017 -0.0043499999999999988 0.016865000000000002 0.087260000000000018 0.099570000000000006 -0.10628499999999998 0.10393500000000001 -0.017214999999999998 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5 9 -9 -11
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00040692916854204837 -0.00074058616783593883 -0.00063019402585614496 -0.00059992230393376674 0.0004981590609865656 0.0010843491694898099 -4.3998272574785254e-05 0.00012984346320280514 -0.00031098565382829305 -0.00051905966866319187 0.00087386850007786971 0.00015734395321351376
leaf_weight=0.0010334727471432133 0.0010153346515175991 0.0010639236641459869 0.0010320458941881156 0.0015288892860030384 0.0015500667924245957 0.0013287645420401303 0.0010315192226884318 0.0019167520939875815 0.001701081041748603 0.0010153521152673874 0.0019645282570295011
leaf_count=567 349 220 268 163 302 119 102 403 374 329 714
internal_value=0 3.46217e-05 8.4777e-05 0.000138841 0.0001857 0.000449138 0.000702959 5.89393e-05 -4.28412e-05 0.000122596 0.00040149
internal_weight=0 0.0151664 0.0141025 0.0130704 0.012037 0.00391035 0.00258159 0.0081266 0.00659771 0.00489663 0.00297988
internal_count=3910 3561 3341 3073 2506 523 404 1983 1820 1446 1043
is_linear=0
shrinkage=0.00196078


Tree=3651
num_leaves=9
num_cat=0
split_feature=16 15 13 133 1 14 0 48
split_gain=2.95838e-05 6.17281e-05 6.12832e-05 6.10744e-05 0.000103278 5.40901e-05 9.67756e-05 7.13686e-05
threshold=0.10994000000000002 -0.0039399999999999991 -0.082534999999999983 0.083815000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10575999999999998 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.026687127667008672 0.008252166386976012 -0.0017495440327863873 -0.036636708088484293 0.021698177937901769 -0.015729921980640209 0.031429453339909021 -0.011830508875617783 0.0037991928176102823
leaf_weight=0.0012728985873911389 0.001379270569044154 0.0010062011594042172 0.0010078506114948342 0.0014520694594433491 0.0010988250363984367 0.0018492064924395812 0.0016149641467536405 0.001890613525594359
leaf_count=955 403 40 242 1065 147 253 637 168
internal_value=0 -0.00804602 -0.0192074 0.00288164 -0.000654621 0.00447999 0.00862715 0.0174614
internal_weight=0 0.00339332 0.00201405 0.00917858 0.00772651 0.00645361 0.00535478 0.00373982
internal_count=3910 685 282 3225 2160 1205 1058 421
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=9
num_cat=0
split_feature=124 16 2 457 3 1 2 15
split_gain=2.79762e-05 3.34757e-05 8.05688e-05 8.23801e-05 0.000105468 9.69387e-05 8.55412e-05 5.57635e-05
threshold=-0.061329999999999989 0.10994000000000002 0.11542500000000001 0.082870000000000013 0.090325000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -3
right_child=1 7 -4 -5 -6 6 -8 -9
leaf_value=0.015317406839085357 -0.02388621359338286 0.0052160151604484202 0.022309211163905641 0.019046399070399057 -0.034290061762952122 -0.00368561902472314 0.031858629831975883 -0.022040989793962226
leaf_weight=0.0010807489613318564 0.0012828244737121894 0.0013063072573264401 0.0015540250314612916 0.0013649600537914974 0.0012228097774307561 0.0018895138086087327 0.0010551815045112128 0.0017643018281321924
leaf_count=310 1458 382 352 192 124 651 171 270
internal_value=0 -0.00151452 0.00176206 -0.00292311 -0.00842507 -0.000943629 0.00905106 -0.0104452
internal_weight=0 0.0114399 0.00836931 0.00681529 0.00545033 0.00422752 0.0029447 0.00307061
internal_count=3910 3600 2948 2596 2404 2280 822 652
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=9
num_cat=0
split_feature=159 0 16 0 43 3 2 2
split_gain=2.5972e-05 5.16854e-05 9.03994e-05 7.76511e-05 7.57693e-05 7.47726e-05 6.5397e-05 5.28971e-05
threshold=-0.034019999999999988 -0.077944999999999987 0.15100500000000003 -0.099864999999999995 -0.074254999999999988 0.12046500000000002 0.10045500000000002 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 6 7 -2
right_child=1 2 4 -5 -6 -7 -8 -9
leaf_value=-0.015012267754167821 0.014127798382232302 0.027957928193122279 0.014638335707640508 -0.022627411361820511 -0.019034290770936827 -0.019558568394730386 0.028363006189565422 -0.012782574799638957
leaf_weight=0.0010622161813750629 0.0014364080037179445 0.0016936262569710999 0.0013888972468595676 0.0016936214533625048 0.001287915436753332 0.0012410479956025643 0.0011767095077414654 0.0014862570240407416
leaf_count=520 113 683 202 1483 278 151 229 251
internal_value=0 0.00133646 0.00987701 -0.00397002 -0.00156283 0.00194685 0.00845741 0.00044312
internal_weight=0 0.0114045 0.00437044 0.00703404 0.00267681 0.00534042 0.00409937 0.00292267
internal_count=3910 3390 1163 2227 480 744 593 364
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=10
num_cat=0
split_feature=11 13 39 0 1 4 1 13 48
split_gain=2.99727e-05 4.66431e-05 8.76127e-05 6.93623e-05 6.25618e-05 6.1992e-05 6.43944e-05 7.15742e-05 5.46834e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.076710000000000014 0.26048500000000002 0.10871500000000002 -0.0041499999999999983 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00037964337643136572 -0.015466546717938789 -0.02562216069460457 0.021205131844746251 -0.027497299744413069 0.032767058414647401 -0.023570856204860876 0.02177140213702209 0.01600997558686559 -0.013508353905026103
leaf_weight=0.0014527703792204566 0.0011448401972258193 0.0010783083792538055 0.0013847324131337881 0.0012674554505860587 0.0010118245402966218 0.0010794173515395605 0.0013248813715429214 0.0016671220579337136 0.0010064644022845747
leaf_count=160 279 1619 387 329 246 133 118 517 122
internal_value=0 0.00151565 -0.00188685 -0.0061942 0.0136761 -0.00180825 0.00281888 -0.00387369 0.00489788
internal_weight=0 0.011273 0.00880838 0.00742365 0.00246459 0.00615619 0.00507678 0.00375189 0.00267359
internal_count=3910 3631 3225 2838 406 2509 2376 2258 639
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=12
num_cat=0
split_feature=484 160 50 47 42 51 160 151 4 4 4
split_gain=8.76109e-05 5.53503e-05 7.03031e-05 0.000106736 7.62721e-05 0.000109318 7.73247e-05 0.000102199 0.000126273 0.000127799 4.93761e-05
threshold=-0.0043499999999999988 -0.098319999999999991 0.087555000000000008 0.117025 -1.0000000180025095e-35 -0.07742499999999998 0.090735000000000024 -0.081709999999999991 0.15045000000000003 -0.054534999999999993 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 10 -9
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00053956846245007946 -0.00037265537497075784 -0.00030252582867248116 0.0005764014205984437 -0.00055687233050769167 -0.00033227552775210529 0.00092216419411978454 -0.0001863970759201032 7.5162225525491968e-05 0.00072345475222070294 -0.00039331996285394316 0.00066294338532680653
leaf_weight=0.0010803057144744355 0.0011423973921889053 0.0015749107213699947 0.0010018602861361281 0.0010636920561926675 0.0014228242061114019 0.0010061845932086456 0.0012387843044276703 0.0011884634776946385 0.0014820905857603575 0.0015087516251618464 0.0010219639873389366
leaf_count=612 497 764 318 108 355 166 151 84 245 249 361
internal_value=0 4.04916e-05 7.82211e-05 3.48494e-05 9.51148e-05 0.000165725 0.000260883 0.000350144 0.000239487 4.66258e-05 0.000346916
internal_weight=0 0.0136519 0.0125095 0.0115077 0.010444 0.00886906 0.00744624 0.00620745 0.00520127 0.00371918 0.00221043
internal_count=3910 3298 2801 2483 2375 1611 1256 1105 939 694 445
is_linear=0
shrinkage=0.00196078


Tree=3656
num_leaves=9
num_cat=0
split_feature=52 150 151 52 13 43 3 2
split_gain=2.53999e-05 5.28687e-05 6.00155e-05 5.58989e-05 6.16578e-05 7.18282e-05 5.09276e-05 5.02962e-05
threshold=-0.27466499999999994 0.084800000000000014 -0.03268999999999999 0.11588000000000002 -0.094679999999999986 -0.083684999999999996 -0.036619999999999993 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 -4
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=-0.01453083824676199 -0.022646154343743105 0.016425923171744867 0.0040336165107986675 -0.017343794797846004 0.014192928162130553 -0.027656145693272179 -0.00055605853799539585 0.035346725092141866
leaf_weight=0.0011030148376388093 0.0011975235256252029 0.0019327750149225722 0.0010394289500755861 0.0013408023138766862 0.0018496112631202384 0.0011266388980926145 0.001803492400435872 0.0010127545703595663
leaf_count=425 302 440 178 556 449 1172 283 105
internal_value=0 0.00136724 -0.00173887 0.00132461 0.00498839 -0.00123646 -0.0109761 0.0194867
internal_weight=0 0.011303 0.00937025 0.00817273 0.00683193 0.00477974 0.00293013 0.00205218
internal_count=3910 3485 3045 2743 2187 1904 1455 283
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=12
num_cat=0
split_feature=484 41 4 3 2 1 150 3 4 4 42
split_gain=7.79971e-05 6.63899e-05 9.25998e-05 0.000106132 9.94696e-05 0.000252534 0.000179219 9.99309e-05 9.14165e-05 7.86222e-05 9.62601e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 -0.49837999999999999 -0.12008499999999998 0.10836000000000003 0.10937500000000001 0.086420000000000011 0.0021050000000000005 -1.0000000180025095e-35 -0.083329999999999987 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 9 -9 -5 -11
right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00051382630670128329 -0.00049623895778653322 -0.00043434217174964965 0.00069202340867120695 0.00058778232724771809 -0.0010024227611826776 0.00019441430809602004 -0.00057543677906576613 0.00098328842786089029 0.0002183429161805929 -0.00041317705198952253 0.0002631554164479106
leaf_weight=0.0010763410687232517 0.001011400592392484 0.0010736878089866011 0.0011349299728759315 0.0010351144574095947 0.001075231356853825 0.0018338425383454273 0.0010524399074692218 0.0012475451869239929 0.0011583698951889397 0.001434856903431931 0.0018550973431023085
leaf_count=612 143 196 188 369 267 307 226 68 107 651 776
internal_value=0 3.40413e-05 7.32113e-05 0.000121907 6.13931e-05 -0.000247952 0.000177012 0.000294663 0.000614992 0.000116472 -3.18153e-05
internal_weight=0 0.0139125 0.0128388 0.0118274 0.0106925 0.00290907 0.00778342 0.00673098 0.00240592 0.00432507 0.00328995
internal_count=3910 3298 3102 2959 2771 574 2197 1971 175 1796 1427
is_linear=0
shrinkage=0.00196078


Tree=3658
num_leaves=10
num_cat=0
split_feature=15 15 43 43 52 52 2 52 4
split_gain=2.60759e-05 6.44482e-05 4.38275e-05 6.58256e-05 0.000127026 7.5442e-05 0.000103642 6.14794e-05 5.31844e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.17307499999999998 -0.0037249999999999996 -0.030179999999999995 -0.087094999999999992 0.093070000000000014 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 8 -8 -7
right_child=1 2 3 5 -6 6 7 -9 -10
leaf_value=0.014659806020610348 -0.025442784055901543 0.015714683067143249 0.0050777523736156545 -0.020913499643092862 -0.03927113646154811 0.034547055414548035 -0.024472430453424787 0.0084488696049874641 0.0063319685588170624
leaf_weight=0.0010990649429038031 0.0010206085757270894 0.001672941851164623 0.0014080331353122071 0.0010265395001417136 0.0011931057128377271 0.0015117513266782543 0.0010599974973030395 0.0012202730476289564 0.0011970789965687835
leaf_count=317 297 233 625 286 1238 411 169 188 146
internal_value=0 -0.00147434 0.000903025 -0.00197265 -0.0152645 0.00377468 0.00885443 -0.0068548 0.0220783
internal_weight=0 0.0113103 0.0102897 0.00861678 0.00260114 0.00601564 0.0049891 0.00228027 0.00270883
internal_count=3910 3593 3296 3063 1863 1200 914 357 557
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=10
num_cat=0
split_feature=42 43 3 2 51 1 4 0 16
split_gain=2.61301e-05 4.86595e-05 0.000112456 5.89369e-05 4.80666e-05 4.17615e-05 6.11981e-05 5.14579e-05 2.32328e-05
threshold=-0.097204999999999986 -0.053009999999999995 -0.075954999999999981 0.086650000000000019 -0.07742499999999998 0.10498500000000001 -1.0000000180025095e-35 -0.082604999999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 -6 -7
right_child=1 4 -4 -5 5 8 -8 -9 -10
leaf_value=-0.015359783250364689 -0.020258183380913182 -0.02334979384319515 0.035033359425701363 0.011853746775895032 0.01843756671252153 -0.00049280497559192659 -0.0208689559352319 -0.0092184534960089316 0.019572612326636887
leaf_weight=0.0010216142500623577 0.0010084753066262522 0.0010200380953018376 0.001259717995153814 0.0013192071295421853 0.0012427415628327599 0.001031779616317494 0.0016706394067520945 0.0014669236445340938 0.0013092683885638436
leaf_count=290 461 281 504 638 458 196 357 503 222
internal_value=0 0.00133866 0.0109661 -0.00205884 -0.00312276 -5.30846e-05 -0.00581561 0.00346551 0.0107291
internal_weight=0 0.0113288 0.0035874 0.00232768 0.00774139 0.00672135 0.0043803 0.00270967 0.00234105
internal_count=3910 3620 1603 1099 2017 1736 1318 961 418
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=9
num_cat=0
split_feature=11 3 49 48 42 3 16 0
split_gain=2.36659e-05 4.05318e-05 3.77144e-05 7.26541e-05 4.50321e-05 0.000116079 4.65137e-05 6.69323e-05
threshold=0.077330000000000024 -0.12008499999999998 -0.006494999999999999 0.082705000000000015 -0.088669999999999985 -0.075954999999999981 0.050115000000000007 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.019944351851954048 -0.013762388214701812 -0.031253778319375806 0.021458878671634641 0.0014423713037319769 -0.026338877129391577 0.0039223158182803254 -0.0057174042252862468 0.035691429444017597
leaf_weight=0.0010623490474389813 0.001139910131579532 0.0010467901346051028 0.0011528846547045604 0.0019375814000119939 0.0013168838490970249 0.0019047944517999573 0.0017270006072005587 0.0010173810939531256
leaf_count=168 279 365 358 308 1374 263 312 483
internal_value=0 0.00136399 -0.000589711 -0.010026 0.00336615 -0.000130105 0.00729356 0.014983
internal_weight=0 0.0111657 0.0101033 0.00298437 0.00711894 0.00596606 0.00464918 0.00292218
internal_count=3910 3631 3463 673 2790 2432 1058 746
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=13
num_cat=0
split_feature=484 160 50 47 4 43 12 151 4 2 0 1
split_gain=7.30725e-05 8.09555e-05 0.000117747 0.000158516 0.000119198 0.000102022 0.000144959 0.000137302 9.00238e-05 7.52794e-05 5.29224e-05 4.61694e-05
threshold=-0.0043499999999999988 -0.098319999999999991 0.088160000000000002 0.117025 0.25367000000000006 0.0016850000000000001 0.096535000000000024 -0.082774999999999987 -0.0021099999999999995 0.086875000000000022 0.047345000000000005 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 -9 -7 -10
right_child=1 2 -4 -5 -6 10 -8 8 11 -11 -12 -13
leaf_value=-0.00048954764734354022 -0.00045504628429467636 0.00065561131831790866 0.00069615399962678632 -0.00068411355233592101 0.00053033347496143966 6.5893247080332527e-05 -0.00080131527178295111 -0.00033304795946886932 -0.0007364830428339172 0.00033786250879127091 0.00067133596550513744 -0.00015253262079196342
leaf_weight=0.0011103878944663309 0.001201269132818472 0.0010124869978257733 0.0010828309892478303 0.0011124569855360819 0.0019649642525095068 0.001129851772375263 0.0010222479252904836 0.0010123093593046332 0.0010475390582781923 0.0017624720026058636 0.001091130581422739 0.0010347352345825289
leaf_count=612 497 210 311 108 377 370 256 430 198 456 27 58
internal_value=0 3.23914e-05 7.65068e-05 2.14647e-05 9.23209e-05 -2.1267e-06 -0.000119903 -1.22702e-06 -0.00013815 9.30977e-05 0.000363337 -0.000446303
internal_weight=0 0.0144743 0.013273 0.0121902 0.0110777 0.00911277 0.00689179 0.00586954 0.00485706 0.00277478 0.00222098 0.00208227
internal_count=3910 3298 2801 2490 2382 2005 1608 1352 1142 886 397 256
is_linear=0
shrinkage=0.00196078


Tree=3662
num_leaves=10
num_cat=0
split_feature=49 457 151 4 2 13 42 52 2
split_gain=2.78719e-05 5.934e-05 4.65839e-05 5.77233e-05 7.68979e-05 5.9156e-05 7.58039e-05 6.12664e-05 5.77874e-05
threshold=-0.047894999999999993 0.084715000000000013 -0.03268999999999999 0.40359500000000004 0.11339500000000001 0.0024700000000000004 0.084100000000000022 0.084240000000000023 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 -4
right_child=2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0028833364681297271 -0.021620488372855292 0.027540772587149976 0.0071861857806991645 0.02213622240398299 -0.028757684314979798 -0.015571252582333354 -0.012665200438532892 -0.0035628475293175291 0.039783691065407842
leaf_weight=0.0016488759724075275 0.0011310270785052307 0.0010488818219248825 0.0010159264198620758 0.0010331248211944205 0.0010089081044624172 0.0016246544829030931 0.0014460827547375676 0.0011898045342956598 0.0011703023526577125
leaf_count=357 388 148 195 300 284 460 1086 341 351
internal_value=0 0.00894548 -0.00255619 -1.61062e-05 -0.00308573 0.000931886 0.00649208 0.0146979 0.0246358
internal_weight=0 0.00269776 0.00961983 0.0084888 0.00745568 0.00644677 0.00482212 0.00337603 0.00218623
internal_count=3910 505 3405 3017 2717 2433 1973 887 546
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=10
num_cat=0
split_feature=160 474 133 42 160 2 13 4 16
split_gain=2.49903e-05 8.80714e-05 8.32442e-05 3.47288e-05 4.85315e-05 9.45945e-05 9.4453e-05 5.76463e-05 4.43914e-05
threshold=-1.0000000180025095e-35 0.059400000000000008 -0.0023199999999999996 -1.0000000180025095e-35 0.090735000000000024 0.10393500000000001 -0.083924999999999986 0.0021050000000000005 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 -8 -7
right_child=2 -3 3 4 -6 8 7 -9 -10
leaf_value=-0.023050623167755441 -0.021370257813526347 0.013540946333339533 -0.0094172240068214723 0.047123975898466439 -0.0092817829823352901 -0.017651760303099017 -0.0036853875805697408 0.027746395664322243 0.0099479601442082465
leaf_weight=0.0016476320468535172 0.0012768049258882466 0.0010948581080805894 0.0012318972647580523 0.0011129359108875488 0.0012265983876972256 0.0010897117962411719 0.0011902565335625219 0.0011445949097176509 0.0012526634444491363
leaf_count=852 848 366 365 206 259 166 453 113 282
internal_value=0 -0.00844252 0.00239066 0.0060686 0.00878737 0.0126152 0.0231504 0.0117232 -0.00289189
internal_weight=0 0.00274249 0.00952546 0.00824866 0.00701676 0.00579016 0.00344779 0.00233485 0.00234238
internal_count=3910 1218 2692 1844 1479 1220 772 566 448
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=10
num_cat=0
split_feature=2 0 13 3 2 15 43 13 13
split_gain=2.4163e-05 3.07633e-05 3.80019e-05 8.87977e-05 7.4962e-05 6.19833e-05 0.000100415 8.77943e-05 3.67581e-05
threshold=0.12238000000000002 -0.23029999999999998 -0.094679999999999986 0.090325000000000003 0.097940000000000013 -0.094924999999999995 -0.083899999999999988 -0.0041499999999999983 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 8 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=0.012052051260048444 0.011506019901056173 -0.01124925997706052 0.018606287363467245 -0.033066301446086389 0.022946820686509637 0.021808951288613231 -0.04282605173132141 -0.0039821392384332644 -0.0049020955159561697
leaf_weight=0.0014037508430046466 0.0015821322932652411 0.0012352605830328956 0.0011073523225253214 0.0011523564157951416 0.0013326089466661455 0.0010133242223149929 0.0010875835621902887 0.0012513298771300052 0.0010480361024280715
leaf_count=127 417 271 423 119 117 363 1361 403 309
internal_value=0 -0.0017398 -0.00383784 -0.0078226 0.00649697 -0.00254088 -0.00786267 -0.0220444 0.00822853
internal_weight=0 0.0106316 0.00922785 0.00665998 0.00256787 0.00550763 0.00440027 0.00233891 0.00206136
internal_count=3910 3493 3366 2978 388 2859 2436 1764 672
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=10
num_cat=0
split_feature=49 457 42 3 52 43 52 1 47
split_gain=2.33081e-05 4.66888e-05 4.31376e-05 5.60221e-05 0.000132931 7.41393e-05 0.000135127 6.83958e-05 7.64141e-05
threshold=-0.047894999999999993 0.084715000000000013 -0.082904999999999993 -0.078884999999999997 0.0033900000000000002 -0.074254999999999988 -0.074484999999999982 0.087545000000000026 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7 -8 -9
right_child=2 -3 3 5 -6 6 7 8 -10
leaf_value=-0.0023031596892317758 0.013359295430975863 0.024870979261824151 -0.039886566940440848 0.024637081305722439 0.0085860709311931602 -0.036588145836823488 -0.015759416057045835 0.02829030409121866 -0.0074367671325886522
leaf_weight=0.0016289823068613152 0.0014774933547132248 0.00103335003276707 0.0012788313983609612 0.0010103406145164336 0.0010146438577304895 0.001063256327814449 0.0011910802161438391 0.0014389263817631585 0.0010251783810201216
leaf_count=357 530 148 916 336 591 213 364 317 138
internal_value=0 0.00824413 -0.00234279 -0.00523471 -0.0184421 5.27494e-05 -0.00521139 0.00391579 0.0134262
internal_weight=0 0.00266233 0.00949975 0.00802226 0.00229348 0.00572878 0.00471844 0.00365518 0.0024641
internal_count=3910 505 3405 2875 1507 1368 1032 819 455
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=10
num_cat=0
split_feature=133 160 474 42 52 151 4 16 2
split_gain=2.35483e-05 5.90155e-05 0.000104703 7.39464e-05 4.23785e-05 5.36169e-05 0.000119041 0.000123496 0.000124634
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.059400000000000008 -1.0000000180025095e-35 0.11110500000000002 -0.0088999999999999982 0.074650000000000008 0.16388500000000003 0.088675000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 -7
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=0.012955920588081453 -0.032938801988983628 -0.018423952537332904 0.0091373525644212108 -0.013992741323176012 0.024931409396283903 -0.012718837845326356 0.033557443810994902 -0.02884088708112106 0.03597286557104986
leaf_weight=0.0012526787299772515 0.0014076929936866645 0.0014140036777298059 0.0010198830084456262 0.0013722100312095181 0.0010733032292082317 0.0010208102059310335 0.0013431663919326541 0.001112174074737275 0.0010838256148514476
leaf_count=604 746 618 340 330 157 373 233 297 212
internal_value=0 -0.00152486 -0.0152616 0.00243582 0.00664621 0.00333789 0.0085531 -0.00188736 0.012356
internal_weight=0 0.0108471 0.00242758 0.00841949 0.00700549 0.00593219 0.00455998 0.00321681 0.00210464
internal_count=3910 3306 1086 2220 1602 1445 1115 882 585
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=9
num_cat=0
split_feature=132 42 47 0 16 12 2 13
split_gain=2.44935e-05 6.94689e-05 6.4764e-05 0.000102917 7.06118e-05 0.000116576 6.59996e-05 7.51947e-05
threshold=0.080815000000000012 -0.089744999999999978 0.087850000000000025 -0.10462499999999998 -0.088144999999999987 0.086765000000000023 0.106285 -0.017604999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -6
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=-0.026554054929220569 0.014294908805399936 0.0012033711698568551 -0.037662765213969863 0.0070686461995585828 -0.02633261809720271 0.04125714872933104 0.013268016254903507 0.0047951000233839016
leaf_weight=0.0010010089483585604 0.0010869848780852781 0.0018210383012843407 0.0010023741421783597 0.0010564671805198935 0.0015776302883892667 0.0012091181989628442 0.001748906257377651 0.0015274020333265815
leaf_count=361 395 454 105 308 1013 365 395 514
internal_value=0 -0.00144405 0.0010839 -0.0147094 0.00520815 0.017186 -0.0022692 -0.0110205
internal_weight=0 0.0109439 0.00994294 0.00205884 0.0078841 0.00303016 0.00485394 0.00310503
internal_count=3910 3515 3154 413 2741 819 1922 1527
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 15 43 0 3
split_gain=8.91195e-05 5.31062e-05 7.66609e-05 7.54964e-05 6.33457e-05 0.000145877 8.29339e-05 6.27982e-05 0.000199409 0.000184109 4.45384e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 -1.0000000180025095e-35 0.052855000000000006 -0.18901999999999997 -0.086954999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 9 -9 -6 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00055493001464357327 -0.00043305617801273056 0.00045178112797911142 9.0849205924693869e-06 -2.2033395077367035e-06 -0.00010649847767409735 0.00092287941236912565 -0.00047237737531003929 -0.00072101292632726309 0.00049019622338649423 0.00091513911205430868 -0.00057432591225402719
leaf_weight=0.0010468544984066205 0.0013796080805900087 0.0011007507911514657 0.0010024664460202984 0.0015544658401745372 0.0016008905324380041 0.0011330741262869258 0.0010590443207206673 0.0010595315065285477 0.001031239318070476 0.0011766154950988155 0.0010099209563235161
leaf_count=612 556 318 424 245 112 301 535 189 34 164 420
internal_value=0 3.95785e-05 1.78907e-06 5.82398e-05 0.000138115 0.000387814 2.48982e-05 0.000133075 -0.000123603 0.000326291 -0.000283701
internal_weight=0 0.0131076 0.0120069 0.0106272 0.00861486 0.00268754 0.00592732 0.00486828 0.00209077 0.00277751 0.00201239
internal_count=3910 3298 2980 2424 1580 546 1034 499 223 276 844
is_linear=0
shrinkage=0.00196078


Tree=3669
num_leaves=8
num_cat=0
split_feature=52 2 39 52 0 16 13
split_gain=2.32605e-05 6.21212e-05 4.20338e-05 4.82845e-05 6.33763e-05 6.60837e-05 6.91925e-05
threshold=-0.081429999999999989 0.096970000000000015 0.005105000000000001 -0.0066199999999999991 -0.17106499999999999 -0.055679999999999993 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.003219926270798497 -0.021439016425185312 0.02612124509178422 0.0158344396073202 0.018292782729842843 -0.013187173754831298 -0.022099287899153903 0.015959105501717846
leaf_weight=0.0019941144449322906 0.0014822177995661842 0.0011307468227115458 0.0010823738622951816 0.0013000542326022406 0.0015689183752747994 0.0017596604927676389 0.0016938817419744167
leaf_count=573 453 398 306 142 1048 530 460
internal_value=0 0.00739732 -0.00263313 -0.00519424 -0.0013859 -0.00647969 0.00194411
internal_weight=0 0.00312486 0.00888711 0.00780473 0.00632251 0.00502246 0.0032628
internal_count=3910 971 2939 2633 2180 2038 1508
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=9
num_cat=0
split_feature=0 12 42 47 4 0 48 0
split_gain=2.45102e-05 5.23751e-05 4.68956e-05 4.36985e-05 5.36588e-05 6.33423e-05 0.000123645 7.65342e-05
threshold=-0.017269999999999997 0.082640000000000005 -1.0000000180025095e-35 0.087850000000000025 -0.06272999999999998 -0.15007499999999999 0.084500000000000006 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -7
right_child=1 -3 3 -5 5 7 -8 -9
leaf_value=-0.018723231021939787 0.026072231715139522 -0.003157223375664122 -0.013255696399162346 -0.012160428469011383 0.024463264363234181 0.042114347374538078 -0.021468809160440541 0.0054396831130138932
leaf_weight=0.0014787440917471235 0.0010309275201970912 0.0015123227923194192 0.0012731236715538222 0.001990376399540539 0.0010356276324769999 0.0010229637893924923 0.001350059097593892 0.0012822606448577678
leaf_count=1005 243 203 724 361 147 242 80 905
internal_value=0 0.00869118 -0.00237032 0.000669722 0.00495153 0.00989301 -0.00152968 0.0217144
internal_weight=0 0.00254325 0.00943316 0.00795441 0.00596403 0.00469091 0.00238569 0.00230522
internal_count=3910 446 3464 2459 2098 1374 227 1147
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=9
num_cat=0
split_feature=15 0 12 2 3 16 0 1
split_gain=2.26845e-05 2.74125e-05 5.89839e-05 4.78138e-05 4.52433e-05 3.99096e-05 0.000119636 9.82474e-05
threshold=0.091600000000000015 -0.077944999999999987 0.088375000000000023 0.10113500000000002 -0.074234999999999982 -0.083564999999999987 -0.18901999999999997 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1 -7
right_child=-2 3 -4 -5 -6 7 -8 -9
leaf_value=-0.011428883816444928 -0.013505309098992283 0.029203480603636558 -0.023227271602913477 -0.0058041559889498856 0.0026033164778208333 -0.027097624183695504 0.029043261502947278 0.012009783494444497
leaf_weight=0.0013994209039083216 0.0011287266593027019 0.0013117341818373938 0.0011462205635857604 0.0015992037910032863 0.0012475534554818113 0.0012743324760296627 0.0015277377693448412 0.0012954258973904807
leaf_count=135 644 290 709 486 230 704 580 132
internal_value=0 0.00139353 -0.00259222 0.00776074 0.0162369 0.00171061 0.00969427 -0.00738342
internal_weight=0 0.0108016 0.00664314 0.00415849 0.00255929 0.00549692 0.00292716 0.00256976
internal_count=3910 3266 2260 1006 520 1551 715 836
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=8
num_cat=0
split_feature=52 160 0 2 42 12 52
split_gain=2.3549e-05 5.62233e-05 5.48612e-05 6.89489e-05 5.2593e-05 5.05414e-05 8.23779e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.096970000000000015 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 6 -6
right_child=1 4 3 -5 5 -7 -8
leaf_value=-0.0093979154753152366 -0.020551425018880923 -0.01820824779820544 0.0020666311645639425 0.035074904764018582 -0.0016040693252749282 -0.008934837209726005 0.029838984234799599
leaf_weight=0.0014844811874081196 0.0015158091239413007 0.0011652214473029032 0.0016735199083933742 0.0010176261255037584 0.0018716243965195114 0.0016565715210201306 0.0015018095606610989
leaf_count=128 924 695 598 464 419 380 302
internal_value=0 -0.00328874 0.00603518 0.0145483 0.000934981 0.00536959 0.012394
internal_weight=0 0.00771104 0.00417563 0.00269115 0.00619523 0.00503001 0.00337343
internal_count=3910 2720 1190 1062 1796 1101 721
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=9
num_cat=0
split_feature=1 4 39 16 151 2 51 43
split_gain=2.3553e-05 6.20817e-05 4.81591e-05 7.08875e-05 5.57733e-05 7.52122e-05 5.01811e-05 4.37482e-05
threshold=0.085835000000000009 -0.083329999999999987 0.005105000000000001 -0.055679999999999993 -0.0088999999999999982 0.090420000000000014 -0.066709999999999978 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 -5 -1
right_child=2 -3 -4 6 5 -7 -8 -9
leaf_value=-0.007885440568116537 -0.01198794534764925 -0.018881108146828321 0.021680565588509032 -0.00077499999539092567 0.00067815293954061047 0.033297382236255911 -0.030929057831861569 0.018461980341145819
leaf_weight=0.0013166797888600869 0.0010244675804058573 0.0019933736017387124 0.0012144084881017632 0.0012275346350157368 0.0015875509835643993 0.0012742387513957785 0.0010026772369681218 0.0012087655578972289
leaf_count=484 144 1644 372 286 394 166 348 72
internal_value=0 -0.0056881 0.00349072 -0.000120829 0.00803451 0.0152022 -0.0143319 0.00472535
internal_weight=0 0.00451882 0.00733088 0.00611647 0.00388626 0.00286179 0.00223021 0.00252545
internal_count=3910 2200 1710 1338 704 560 634 556
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=12
num_cat=0
split_feature=48 48 51 2 40 159 16 2 151 4 4
split_gain=0.000103769 9.42908e-05 0.000111547 8.66038e-05 0.00014082 0.000114656 0.00011686 0.000134476 8.10911e-05 9.46378e-05 0.000129563
threshold=0.12675000000000003 0.096835000000000018 0.08955500000000001 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.41147000000000006 0.094400000000000026 -0.0074049999999999993 0.05309500000000001 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 10 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00068335832221432945 -0.0005935671553380916 0.00055548471339492221 -0.00055168338921100942 0.00043798505905307981 0.00064762220126938596 -0.00046162160570057 0.00078774355422819614 -0.00057459722591834939 0.00032068945542287322 0.00050020159261096586 -0.00063858408066899469
leaf_weight=0.0010954571661354233 0.0010615701576147133 0.0012527042607110251 0.0013026229606420943 0.0018820307867509463 0.0011871730138922273 0.001315425008085091 0.0010055400936086938 0.0010394683942016964 0.001015030825253812 0.0011724947922503036 0.001159902645584068
leaf_count=235 131 248 364 434 240 369 154 281 431 133 890
internal_value=0 4.32441e-05 -9.46048e-06 5.55026e-05 -2.45647e-05 6.68447e-05 0.000172498 6.15102e-05 0.000207325 5.1173e-05 -0.000190896
internal_weight=0 0.0134278 0.0121751 0.0108725 0.00899049 0.00789503 0.00657961 0.00557407 0.0045346 0.00334743 0.00217493
internal_count=3910 3779 3531 3167 2733 2498 2129 1975 1694 1454 1321
is_linear=0
shrinkage=0.00196078


Tree=3675
num_leaves=10
num_cat=0
split_feature=158 50 156 1 15 457 49 2 4
split_gain=2.18795e-05 4.16529e-05 5.13885e-05 4.48366e-05 5.55469e-05 7.62736e-05 9.87615e-05 5.87171e-05 3.30743e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084330000000000016 0.12730000000000002 -0.095799999999999982 0.084715000000000013 -0.0019649999999999997 0.091025000000000009 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.027660090610643753 -0.01403883997352464 -0.01749185890076595 -0.016626818715323257 0.025225314917702909 -0.023913343128995623 0.033021633115757378 0.0016629591233830237 0.0062933572487956675 0.021258880394185328
leaf_weight=0.001027714903697382 0.0010164628146660535 0.0010632090702679372 0.0011377936455469152 0.0010619093425537664 0.0010548091743081624 0.0010305791876428329 0.0017979772350727955 0.0010097508339603684 0.0016533263238301828
leaf_count=198 488 655 479 211 218 134 435 174 918
internal_value=0 0.00130523 0.00334999 0.00598192 0.00328396 0.00847893 0.00286584 -0.010833 0.0110503
internal_weight=0 0.0108371 0.00977386 0.00863607 0.00757416 0.00553669 0.00450611 0.00203747 0.0034513
internal_count=3910 3422 2767 2288 2077 1705 1571 372 1353
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=11
num_cat=0
split_feature=484 124 15 12 42 160 12 52 16 2
split_gain=8.10553e-05 6.95415e-05 9.43975e-05 0.000194656 0.000139224 0.000106727 9.39474e-05 0.000104719 7.45257e-05 5.91032e-05
threshold=-0.0043499999999999988 -0.018779999999999995 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.083654999999999993 0.097810000000000022 -0.081429999999999989 -0.094359999999999986 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 -9 -6
right_child=1 2 3 -5 9 6 -8 8 -10 -11
leaf_value=-0.00054066090593152889 -0.00038025313919439971 -0.00021155985431543735 -0.00081201205860337235 0.00017983617321581884 -0.00053262234886718325 0.0008236957678890548 0.00099397474655059143 -0.0002225746422212347 0.00039575075704849664 8.6467377024512275e-05
leaf_weight=0.001013562412917242 0.0013923880926086712 0.0011185387787020114 0.0012437438679146007 0.0019589191947348653 0.001165316453560187 0.0011842511811523352 0.0010069621658308613 0.0012862616996028569 0.0017956544888405807 0.0012069127373475202
leaf_count=612 306 203 395 932 243 237 184 205 164 429
internal_value=0 3.44815e-05 8.27386e-05 -0.000205345 0.000188015 0.000338575 0.00045527 0.000328118 0.000137688 -0.00021765
internal_weight=0 0.0133589 0.0119666 0.00320266 0.0087639 0.00639167 0.00527313 0.00426617 0.00308192 0.00237223
internal_count=3910 3298 2992 1327 1665 993 790 606 369 672
is_linear=0
shrinkage=0.00196078


Tree=3677
num_leaves=9
num_cat=0
split_feature=48 4 12 3 2 52 13 4
split_gain=2.31344e-05 5.98271e-05 6.65667e-05 7.92559e-05 6.81618e-05 4.61528e-05 7.72119e-05 4.06655e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.094010000000000024 -0.087094999999999992 -0.0038299999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.023018729786546288 -0.014546145722896951 0.021559838786398933 -0.014237563158841346 0.021406696274978678 -0.020809131429977066 -0.011650216106787212 0.030235825430821886 0.0047486657822834559
leaf_weight=0.0012392572453608286 0.0010027415234307403 0.0012882273251147757 0.0012175530383982383 0.0016555070962188875 0.0016306664955575518 0.0013015215272903667 0.0013427037495522976 0.0011728216608401414
leaf_count=275 161 388 406 130 757 1350 332 111
internal_value=0 0.00132953 -0.00139653 0.00182378 -0.00304019 0.00271503 0.00812253 0.0183529
internal_weight=0 0.0108483 0.00956003 0.00832077 0.00666527 0.0050346 0.00381705 0.00251553
internal_count=3910 3749 3361 3086 2956 2199 1793 443
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=11
num_cat=0
split_feature=43 48 4 42 48 51 0 12 1 16
split_gain=2.25573e-05 6.27439e-05 4.34839e-05 6.11011e-05 3.37334e-05 9.48305e-05 7.52426e-05 6.51387e-05 7.24634e-05 8.90258e-06
threshold=-0.053009999999999995 0.084260000000000015 0.08734500000000002 0.084100000000000022 0.086125000000000021 0.088715000000000002 -0.18087499999999998 0.086765000000000023 0.095575000000000007 -0.075409999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -2 8 -8 -9
right_child=4 -3 -4 -5 5 -7 7 9 -10 -11
leaf_value=0.0074419896790170166 0.023472479435058761 0.027505937013418233 0.014092528813169093 -0.026871672611880434 -0.035177559725020478 0.0069024448521354705 -0.034863308981734405 0.014270628315822098 0.0016339967933380853 0.0010030348527238504
leaf_weight=0.0010366110333920766 0.0011591980858847743 0.00101417602199923 0.001213609508696597 0.0010391418686555823 0.0010605304877394578 0.0010818648358160718 0.001130546945605917 0.0010084353668189012 0.0010485308869687027 0.0010145624511062881
leaf_count=513 133 344 252 689 216 147 456 514 203 443
internal_value=0 0.0057603 -0.000944318 -0.00973576 -0.00332141 -0.013928 0.000917056 -0.00530516 -0.0173015 0.00761674
internal_weight=0 0.00430354 0.00328936 0.00207575 0.00750367 0.0021424 0.00536127 0.00420208 0.00217908 0.002023
internal_count=3910 1798 1454 1202 2112 363 1749 1616 659 957
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=9
num_cat=0
split_feature=52 52 1 1 0 13 1 0
split_gain=2.4019e-05 6.41993e-05 3.42886e-05 7.03643e-05 6.89488e-05 4.53937e-05 4.88349e-05 2.84932e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.088010000000000019 0.096230000000000024 -0.084074999999999997 -0.073799999999999991 0.11235500000000002 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 -7 -6
right_child=1 2 3 5 7 6 -8 -9
leaf_value=-0.014367198560857445 0.017603805826630223 -0.031230381139652902 0.02143274053762138 0.011213017519436659 0.0101391983268394 -0.028127903266686589 -0.00035074715466184604 -0.012082807503466589
leaf_weight=0.0010605741602011448 0.0019921822537108573 0.0010651183219545163 0.0014569448868573358 0.0012623238292657209 0.0012072670899585334 0.0010827507521192718 0.0015234997515613034 0.0011052257160225881
leaf_count=425 546 982 371 366 743 186 230 61
internal_value=0 0.00141028 -0.00229649 0.00270225 -0.0101781 -0.00435184 -0.0118906 -0.000481519
internal_weight=0 0.0106953 0.00870313 0.00532552 0.00337761 0.00386857 0.00260625 0.00231249
internal_count=3910 3485 2939 1153 1786 782 416 804
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=9
num_cat=0
split_feature=3 1 13 52 47 16 43 4
split_gain=2.31673e-05 3.71569e-05 4.8795e-05 7.99923e-05 4.82149e-05 4.76652e-05 4.15107e-05 4.03551e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 0.087850000000000025 -0.057604999999999996 0.0016850000000000001 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 -3 -5 7 -2
right_child=1 2 3 5 -6 -7 -8 -9
leaf_value=0.014464066264170692 -0.025291845357013933 0.026181202512744861 -0.02388277593480689 -0.0044977944553753193 -0.0021331813720393937 0.022716805141215202 0.0046383348775329066 -0.00016755126669403016
leaf_weight=0.0010100834895818379 0.0017243509015711892 0.0014483022165778427 0.0012935194929433874 0.0016078041386739512 0.0010284792523881829 0.0010731211478318694 0.0015177062394373395 0.0010159906060524773
leaf_count=259 1317 727 153 216 207 115 462 454
internal_value=0 -0.00137869 0.00340677 -0.00345873 0.0144237 0.00639567 -0.00862898 -0.0159769
internal_weight=0 0.0107093 0.00645123 0.00397444 0.00247678 0.00268093 0.00425805 0.00274034
internal_count=3910 3651 1418 484 934 331 2233 1771
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=9
num_cat=0
split_feature=159 0 0 3 0 3 2 2
split_gain=2.2557e-05 4.62361e-05 7.36248e-05 7.7342e-05 6.30173e-05 7.87944e-05 4.63271e-05 4.75405e-05
threshold=-0.034019999999999988 -0.077944999999999987 -0.099864999999999995 0.12046500000000002 -0.053834999999999994 -0.115685 0.10045500000000002 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -3 -6 7 -2
right_child=1 4 -4 -5 5 -7 -8 -9
leaf_value=-0.014361671159153811 0.015290728826518933 0.029124144798089203 -0.022804837518683962 -0.02049026411303399 0.024290139904661764 -0.010118697940064293 0.026439607765252032 -0.011031150256355586
leaf_weight=0.0010015739575003927 0.0013600594972653949 0.001182727577913253 0.0015655234521941728 0.0011667498158332602 0.0010177811276878366 0.0019228016679502008 0.0010824587222744682 0.0013848315169978495
leaf_count=520 113 564 1483 151 206 393 229 251
internal_value=0 0.00133325 -0.00388265 0.00204898 0.00963103 0.00179073 0.00891996 0.00201101
internal_weight=0 0.0106829 0.00655962 0.0049941 0.00412331 0.00294058 0.00382735 0.00274489
internal_count=3910 3390 2227 744 1163 599 593 364
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=11
num_cat=0
split_feature=158 159 15 49 12 15 16 3 52 2
split_gain=7.85949e-05 5.40489e-05 5.68124e-05 8.26485e-05 0.000102117 0.000163666 8.85034e-05 6.42865e-05 6.20487e-05 6.87561e-05
threshold=0.084965000000000027 0.088320000000000023 -0.11739999999999999 0.0047850000000000011 0.086765000000000023 1.0000000180025095e-35 -0.088144999999999987 -0.075679999999999983 -0.081429999999999989 0.09116500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -6 -8 -4 -10
right_child=-2 -3 3 -5 6 -7 7 -9 9 -11
leaf_value=-0.00032306731023600276 -0.00052763447428128387 0.00045454950686980047 0.00038619843545331845 0.00058163611531370006 0.0005692391956882393 -0.00084685064587650539 -0.0003730851106583778 0.00028510360447547606 0.00012889345666682392 -0.0004791341834744117
leaf_weight=0.0017912967575880361 0.001021815779624311 0.0010923957252981639 0.0011386088229722409 0.0010319353972608981 0.0017067529804490915 0.0011270083093891953 0.0010648048424459239 0.0012290800126273239 0.0015331506403444082 0.0013399590770717569
leaf_count=433 423 278 172 485 329 390 789 267 218 126
internal_value=0 3.70484e-05 -1.07681e-06 5.56299e-05 -3.76206e-06 -0.000186639 0.000231139 -2.04229e-05 -1.16613e-06 -0.000154678
internal_weight=0 0.013055 0.0119626 0.0101713 0.00913936 0.00513873 0.00400064 0.00229388 0.00401172 0.00287311
internal_count=3910 3487 3209 2776 2291 906 1385 1056 516 344
is_linear=0
shrinkage=0.00196078


Tree=3683
num_leaves=9
num_cat=0
split_feature=11 13 39 0 2 0 43 4
split_gain=2.54536e-05 3.10218e-05 7.84309e-05 6.14581e-05 6.29909e-05 7.65341e-05 7.13843e-05 4.05924e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.11230000000000001 -0.23029999999999998 -0.074254999999999988 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.025814015106174704 -0.014696336308382336 0.028371226953153653 0.021070116222470073 -0.026241370768628248 -0.020044340666667312 0.010809742132932084 -0.018357211562111501 -0.00063262805696083502
leaf_weight=0.001084060378996784 0.0010722290151225665 0.0010285397739828754 0.0013079461491171144 0.0011967060703917806 0.0013725789887986959 0.0017994754608717119 0.0015722843076383997 0.0012490856923403331
leaf_count=87 279 99 387 329 199 982 1229 319
internal_value=0 0.00147085 -0.00139982 -0.00561663 -0.00134117 0.00449289 -0.00279109 0.0116554
internal_weight=0 0.0106107 0.00827753 0.00696958 0.00577288 0.0044003 0.00337176 0.00233315
internal_count=3910 3631 3225 2838 2509 2310 2211 406
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=9
num_cat=0
split_feature=11 3 3 49 2 15 3 52
split_gain=2.06693e-05 3.48308e-05 3.98206e-05 4.03266e-05 5.67114e-05 3.66621e-05 0.000115804 0.000100784
threshold=0.077330000000000024 -0.10315499999999998 -0.078884999999999997 -0.006494999999999999 0.092865000000000017 -0.017214999999999998 0.10223 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7
right_child=-2 2 3 5 -6 7 -8 -9
leaf_value=0.01592898755048917 -0.013255436201481044 -0.01632014786823489 0.0081780285750329678 0.017208957818951272 -0.023723525688460777 0.033164545008560163 -0.022211370010955495 -0.0074806973928523814
leaf_weight=0.001415327208758887 0.00107002893306517 0.0014199937537895746 0.0010130542939275904 0.00162099252485898 0.0012385014418680941 0.0014047499399691497 0.001379336819868412 0.0010783743638213758
leaf_count=261 279 1632 158 644 215 262 189 270
internal_value=0 0.00132947 -0.000927559 0.00189821 -0.00936989 0.006525 -0.000913689 0.0155131
internal_weight=0 0.0105703 0.009155 0.00773501 0.00225156 0.00548345 0.00300033 0.00248312
internal_count=3910 3631 3370 1738 373 1365 833 532
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=11
num_cat=0
split_feature=484 3 160 13 13 2 13 16 4 15
split_gain=6.21916e-05 4.76019e-05 4.06091e-05 7.04968e-05 9.27506e-05 9.70611e-05 6.89572e-05 5.31889e-05 8.54644e-05 4.62722e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.082234999999999989 -0.083514999999999992 -0.13934999999999997 0.10679500000000001 -0.0038299999999999996 0.099280000000000021 -0.0017649999999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 8 -8 -10
right_child=1 2 3 6 -6 -7 7 -9 9 -11
leaf_value=-0.00044599102820787968 0.00043919380965692516 -0.00030763186622310827 -0.00041455777108938941 -0.00045843961586514078 0.00065751115236199395 0.00041642305907946416 0.00051327390859093379 -0.0003475797111497143 0.00021252066563695151 -0.00032036149341576253
leaf_weight=0.0010938105535027538 0.0010594711822411807 0.0014037894319512316 0.0010498576701982055 0.0014023604710036754 0.0014244864718999826 0.0011136618557816332 0.0014723489114687525 0.0011092245677004446 0.0011380770609681723 0.0013937166288392235
leaf_count=627 225 596 84 1019 443 149 339 193 105 130
internal_value=0 4.14781e-05 4.86131e-06 4.82784e-05 0.000268992 1.31858e-05 -7.32614e-05 3.23752e-05 0.00013763 -8.08234e-05
internal_weight=0 0.012567 0.0115075 0.0101037 0.00358801 0.00216352 0.00651573 0.00511337 0.00400414 0.00253179
internal_count=3910 3283 3058 2462 676 233 1786 767 574 235
is_linear=0
shrinkage=0.00196078


Tree=3686
num_leaves=9
num_cat=0
split_feature=4 1 16 2 13 13 2 4
split_gain=2.24075e-05 5.89667e-05 5.498e-05 8.27008e-05 6.0909e-05 4.80922e-05 7.80065e-05 4.10171e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 -0.09602999999999999 0.0024700000000000004 0.084235000000000018 -0.0077799999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=-0.023173487311869731 -0.007816258697503865 0.023314493475838801 -0.026293418455990217 0.020545633968980057 0.020425532170220709 -0.016419676672418552 -0.021234328402675025 0.006356766812173455
leaf_weight=0.001106554364442707 0.0011599900940280419 0.0012796983155072836 0.0010719417498662436 0.001652792534436588 0.0018463531696937341 0.0013611300263762453 0.0010888674765763284 0.0010665603192036271
leaf_count=148 196 353 177 412 793 477 964 390
internal_value=0 0.00851286 -0.00226753 0.000592829 -0.00453205 -0.000182375 0.00534044 -0.00758155
internal_weight=0 0.00243969 0.0091942 0.00808765 0.00643485 0.00536291 0.00400178 0.00215543
internal_count=3910 549 3361 3213 2801 2624 2147 1354
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=8
num_cat=0
split_feature=49 42 150 16 15 13 12
split_gain=2.30238e-05 6.28165e-05 3.91363e-05 3.65971e-05 0.000105311 7.0867e-05 5.19845e-05
threshold=-0.045004999999999996 0.091955000000000023 0.095565000000000011 -0.083564999999999987 -0.038029999999999987 -0.032264999999999995 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0012384899385022832 -0.00092647946162083055 -0.02333745890095356 0.02369337389220609 -0.024886453317721862 -0.010984306602492694 0.018849665416950153 0.027149719018498622
leaf_weight=0.0016796050709446011 0.0016749162361133325 0.0012398503474442919 0.0010071384154727177 0.0016451707519949247 0.0013860635526667816 0.0018709105594199886 0.0010877652116037162
leaf_count=311 468 758 218 579 479 642 455
internal_value=0 -0.00245439 0.00810734 0.000923618 -0.00426372 0.00615329 0.0101281
internal_weight=0 0.00890468 0.00268674 0.00766483 0.00490214 0.00325697 0.00276268
internal_count=3910 3381 529 2623 1700 1121 923
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=11
num_cat=0
split_feature=484 3 160 51 2 13 43 3 15 43
split_gain=4.76107e-05 6.07216e-05 5.97134e-05 8.60108e-05 8.92379e-05 8.58442e-05 0.000104373 7.5818e-05 0.000164658 6.637e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.082234999999999989 0.090935000000000016 0.11635500000000001 -0.083514999999999992 -1.0000000180025095e-35 -0.089974999999999986 -0.07142999999999998 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7 -9 -10
right_child=1 2 3 -5 -6 7 -8 8 9 -11
leaf_value=-0.00040419533416490743 0.00047246274693000346 -0.00039332605445686761 0.00082190186941456832 0.00055206708438020708 -0.00053498498874802395 -0.00058674058283709324 3.515259500950377e-05 -0.00049113473788325662 -6.5598484399103109e-05 0.0005679402782802057
leaf_weight=0.0010862524792972185 0.0010614770859988408 0.0014258956806923748 0.0010241153879710111 0.0011034382525734387 0.0011626432268738466 0.0010029953039815279 0.0017666317153318505 0.0015630364460620712 0.0010670276265075925 0.0015729025675728697
leaf_count=627 225 596 272 187 310 334 218 355 154 632
internal_value=0 2.3437e-05 -1.73401e-05 3.48988e-05 -2.74051e-05 4.63921e-05 0.000323865 -0.000102352 1.32425e-05 0.000311872
internal_weight=0 0.0127502 0.0116887 0.0102628 0.00915935 0.00799671 0.00279075 0.00520596 0.00420297 0.00263993
internal_count=3910 3283 3058 2462 2275 1965 490 1475 1141 786
is_linear=0
shrinkage=0.00196078


Tree=3689
num_leaves=12
num_cat=0
split_feature=484 133 160 42 0 3 43 2 12 151 52
split_gain=0.000145426 0.00010012 8.73933e-05 0.000124168 0.000193139 0.000164012 0.00015467 0.000111183 9.41974e-05 9.10359e-05 0.00011013
threshold=-0.0043499999999999988 0.10599500000000002 -0.098319999999999991 -0.090359999999999982 0.10302000000000001 0.12046500000000002 0.0033500000000000005 0.081615000000000007 0.088325000000000015 -0.0088999999999999982 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -9 -11
right_child=1 -3 3 4 -6 -7 -8 9 -10 10 -12
leaf_value=-0.00071676056120081985 -0.00042585525693581854 -0.00053760471933175075 -0.00046692994565868595 -0.00045881722778125716 0.00096622427011169442 -0.00040749292777127866 -0.00047461547503215999 0.00013652592751450037 0.00034210901775228228 0.00034580161790006105 0.0011005198857752239
leaf_weight=0.0010565731313700753 0.0011785703596203659 0.0010780137662782735 0.001193127991693803 0.0010075817869426773 0.0011314640176550783 0.001894233067440688 0.0010257700093569289 0.0015617467486702596 0.001284024873726225 0.0014945668309150088 0.0014789403158567043
leaf_count=612 449 481 300 200 146 195 380 246 192 307 402
internal_value=0 3.70315e-05 8.37835e-05 0.000133541 0.0001994 0.000110384 0.000235307 0.000341977 -1.00451e-05 0.000519849 0.000721178
internal_weight=0 0.014328 0.01325 0.0120715 0.0108783 0.00974686 0.00785263 0.00682686 0.00229161 0.00453525 0.00297351
internal_count=3910 3298 2817 2368 2068 1922 1727 1347 392 955 709
is_linear=0
shrinkage=0.00196078


Tree=3690
num_leaves=11
num_cat=0
split_feature=158 159 15 151 12 15 2 4 15 2
split_gain=9.78827e-05 7.01431e-05 6.19266e-05 6.67832e-05 9.38471e-05 0.000107633 9.12959e-05 8.13863e-05 7.84307e-05 0.000100175
threshold=0.084965000000000027 0.088320000000000023 -0.11739999999999999 -0.08341999999999998 0.086865000000000012 1.0000000180025095e-35 0.10217500000000002 -0.013929999999999998 -0.017214999999999998 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 7 -6 9 -5
right_child=-2 -3 3 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00035098419752236114 -0.00060606458042706363 0.00050925644710012681 0.00052617562520028828 -0.0006800575625182867 9.2102247142636332e-05 -0.00071214840193809588 -0.00028345480365553257 0.000750498845867684 0.00034469300333560043 0.00011494015379777566
leaf_weight=0.0017849272679452974 0.0010058587131489384 0.0010720999820950658 0.0010001996305762659 0.0010971269215156428 0.0015619905838673244 0.0011517585803242523 0.0010284833477618668 0.0013419998827976496 0.0013837484523147076 0.0013707184664882087
leaf_count=433 423 278 285 162 938 395 351 304 176 165
internal_value=0 2.91927e-05 -1.47181e-05 4.56894e-05 -8.09213e-06 -0.000186238 0.000218566 0.000396362 -2.89725e-05 -0.000238491
internal_weight=0 0.0127931 0.011721 0.00993603 0.00893583 0.00500335 0.00393247 0.00290399 0.00385159 0.00246785
internal_count=3910 3487 3209 2776 2491 898 1593 1242 503 327
is_linear=0
shrinkage=0.00196078


Tree=3691
num_leaves=12
num_cat=0
split_feature=158 42 457 16 43 3 0 12 16 0 0
split_gain=9.50229e-05 9.51948e-05 7.78152e-05 8.76389e-05 0.000109044 0.000189624 0.000108534 7.51658e-05 0.000118603 0.000201834 8.58733e-05
threshold=0.085745000000000002 -0.09602999999999999 -0.0034949999999999994 -0.50388999999999984 -0.074254999999999988 -0.077894999999999978 -0.07773999999999999 0.088375000000000023 -0.055679999999999993 -0.10462499999999998 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 9 -6 -10
right_child=-2 2 3 4 7 -7 -8 -9 10 -11 -12
leaf_value=-0.00050410074040095436 -0.0005788815431918493 -0.00043447498051914414 0.00060890899484824742 -0.0004300136447475676 -0.00010097019336306661 0.0010606457616421543 0.00045880213360272124 -0.00039608649366296915 6.9592771283630801e-05 0.00093498219827678941 -0.00071176075817838431
leaf_weight=0.001161069723228522 0.0010495989177378142 0.0010277105549860313 0.0012965063215367367 0.0010077265741019427 0.0018339604235624225 0.0010327436158760568 0.0011100415906042868 0.0019351652975933423 0.0011660196688893509 0.0011936841493667832 0.0010085181381289583
leaf_count=265 410 297 193 479 137 278 167 914 85 366 319
internal_value=0 3.31587e-05 8.26189e-05 0.000128493 6.79497e-05 0.00037179 3.58648e-05 -6.61691e-05 5.65572e-05 0.000307466 -0.000292787
internal_weight=0 0.0137731 0.0126121 0.0115844 0.0102879 0.00315051 0.00211777 0.00713735 0.00520218 0.00302764 0.00217454
internal_count=3910 3500 3235 2938 2745 924 646 1821 907 503 404
is_linear=0
shrinkage=0.00196078


Tree=3692
num_leaves=11
num_cat=0
split_feature=484 474 160 42 42 43 15 4 1 1
split_gain=9.68644e-05 5.82821e-05 8.87019e-05 7.8731e-05 6.60191e-05 0.000107353 8.38772e-05 8.87243e-05 0.000125409 5.42182e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.091955000000000023 -0.054854999999999994 1.0000000180025095e-35 -0.0025899999999999994 0.094890000000000016 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -5 7 -7 -9 -4
right_child=1 -3 3 4 -6 6 -8 8 -10 -11
leaf_value=-0.00058420694208118811 -0.00046483900546915636 0.00047214959666040104 -0.00060844994051265165 0.00072494936256576378 -0.00019881258680946309 0.0006422441534561827 -0.00031484677382876113 -0.00051147782330445844 0.00035697320719912864 2.8743787131020217e-05
leaf_weight=0.0010309095618126233 0.0013929311485170138 0.0010992406735382204 0.0010075621121043024 0.0013509209395890657 0.001733013629380809 0.0014299884222324765 0.0013583253043202362 0.0010058824373715904 0.0017541102148623407 0.001046817563282466
leaf_count=612 556 318 705 308 558 161 267 91 195 139
internal_value=0 3.9896e-05 5.60879e-07 6.12227e-05 0.000143326 0.000229268 0.000108577 0.000245845 4.04652e-05 -0.000283765
internal_weight=0 0.0131788 0.0120796 0.0106866 0.00863224 0.00689923 0.00554831 0.00418998 0.00275999 0.00205438
internal_count=3910 3298 2980 2424 1580 1022 714 447 286 844
is_linear=0
shrinkage=0.00196078


Tree=3693
num_leaves=10
num_cat=0
split_feature=158 50 156 42 43 0 2 49 52
split_gain=2.40196e-05 4.23028e-05 4.00329e-05 4.8722e-05 7.22417e-05 9.94379e-05 7.4117e-05 4.65394e-05 2.20693e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084330000000000016 -1.0000000180025095e-35 -0.074254999999999988 -0.077944999999999987 0.089910000000000004 -0.0092149999999999992 0.090640000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -9
right_child=-2 -3 -4 4 6 -7 7 8 -10
leaf_value=-0.0098565945939811852 -0.014805740053521373 -0.017673743692583621 -0.014356071295204479 0.003016608559031542 -0.017053858867004359 0.046822042140774678 -0.0034707866393148498 0.030153348112907288 0.0096076259252843455
leaf_weight=0.0016286280998332328 0.0010091243968514295 0.0010566603295522154 0.0011236563148836068 0.0010324953876629129 0.0013655327960079523 0.0010403267674065984 0.0014370307898770324 0.0010480659925421318 0.0010431939354339234
leaf_count=725 488 655 479 385 469 174 149 252 134
internal_value=0 0.00132854 0.0033945 0.00571503 0.00935528 0.0250021 0.00272795 0.010384 0.0199044
internal_weight=0 0.0107756 0.00971893 0.00859527 0.00696665 0.00207282 0.00489382 0.00352829 0.00209126
internal_count=3910 3422 2767 2288 1563 559 1004 535 386
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=9
num_cat=0
split_feature=15 151 3 15 48 3 15 15
split_gain=2.49888e-05 3.33324e-05 3.88218e-05 6.53213e-05 8.95849e-05 7.1785e-05 4.79258e-05 4.27075e-05
threshold=-0.24219999999999997 -0.088294999999999985 -0.074234999999999982 -0.017214999999999998 0.091555000000000011 0.10666500000000002 -0.021529999999999997 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 -3 -8
right_child=1 2 3 5 -6 -7 7 -9
leaf_value=0.014836759122309444 0.015502475817863078 0.018711511020187178 -0.03405627583732778 -0.01404614607244873 0.0025205167076742998 0.018002624365143757 -0.015615529299526688 0.0099955549960059255
leaf_weight=0.0010296302876152868 0.001043891844676118 0.0014496044294547462 0.0016852552155957347 0.0013878650498774627 0.0011110869377735741 0.0014078517878945845 0.0014285084373084483 0.0011964135930838974
leaf_count=317 284 717 399 389 191 105 598 910
internal_value=0 -0.00147361 -0.00330685 -0.00871631 -0.019523 0.0020928 0.00411734 -0.00394225
internal_weight=0 0.0107105 0.00966659 0.00559206 0.00279634 0.00279572 0.00407453 0.00262492
internal_count=3910 3593 3309 1084 590 494 2225 1508
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 15 43 0 3
split_gain=9.61241e-05 6.13453e-05 0.000132208 9.74092e-05 6.84382e-05 0.000144444 0.000102018 8.88548e-05 0.000234747 0.000220937 6.22825e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.078965000000000021 -1.0000000180025095e-35 0.052855000000000006 -0.18901999999999997 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 9 -9 -6 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00058467423678643245 -0.00057742111770862047 0.00046506714448880552 3.0139836235030075e-05 5.0354491619992097e-05 -8.8145977156993887e-05 0.00099795342566320021 -0.00049440617744236361 -0.00075773293576023449 0.0005291458842892594 0.0010170993952988039 -0.00064987016787987719
leaf_weight=0.0010620442142559366 0.0014078431165810588 0.0011312413570834503 0.0010034691553859627 0.0015926876161535784 0.0016156749451268215 0.0010110692343570718 0.0011259192209233356 0.0011329437556235594 0.0010501363796855401 0.0012207592447131327 0.0010700247502252241
leaf_count=612 556 318 374 235 112 232 608 192 34 167 470
internal_value=0 2.82159e-05 -1.21899e-05 6.13369e-05 0.000151895 0.000418318 3.90149e-05 0.000158666 -0.0001387 0.000387535 -0.000320779
internal_weight=0 0.0133618 0.0122305 0.0108227 0.00874919 0.00260376 0.00614543 0.00501951 0.00218308 0.00283643 0.00207349
internal_count=3910 3298 2980 2424 1580 467 1113 505 226 279 844
is_linear=0
shrinkage=0.00196078


Tree=3696
num_leaves=8
num_cat=0
split_feature=52 52 12 16 49 3 1
split_gain=2.58303e-05 5.85209e-05 3.71175e-05 7.44665e-05 4.9204e-05 4.97976e-05 7.002e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.088375000000000023 -0.17157499999999998 -0.006494999999999999 0.10223 0.087545000000000026
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.015086926472424609 0.016844930882536503 -0.012996012964815749 0.0051873953278042707 -0.026986000222325664 0.0016278682761419591 -0.0074592448645067651 0.032977316998706402
leaf_weight=0.001041852661505316 0.001997346897625373 0.0015222043090419076 0.0013936935627638911 0.0014869006698810462 0.0016166060617312191 0.001413577974403394 0.0012738827270045842
leaf_count=425 546 362 200 1142 765 180 290
internal_value=0 0.00140724 -0.00213416 -0.0114198 0.00245681 0.00792196 0.0154441
internal_weight=0 0.0107042 0.00870687 0.00288059 0.00582627 0.00430407 0.00289049
internal_count=3910 3485 2939 1342 1597 1235 1055
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 0 15 2 4
split_gain=0.000105633 6.68265e-05 7.09266e-05 7.85805e-05 8.57042e-05 0.000128692 0.000110198 7.89602e-05 0.000184308 6.15139e-05 3.60726e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.078965000000000021 -0.16443499999999997 -1.0000000180025095e-35 0.10946500000000002 -0.078914999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 9 -9 -6 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00061865068821602615 -0.00041929247209450404 0.00049117201864380265 -3.3802146802516025e-05 7.8084485958167973e-05 0.00017396044120655599 0.00097383182818988547 -0.00054965108842110655 0.0009947339715521389 -3.7552426700772137e-05 -0.00050976875694391799 -0.00055571145340153937
leaf_weight=0.0010237774402844695 0.0014192718975089254 0.0011297437120908341 0.0010017505891299003 0.0015819251463493229 0.0010108725968515364 0.001010596286366656 0.0011345888835227885 0.0010442065802882001 0.0018309609197883813 0.0010127293767732137 0.0010354087716315701
leaf_count=612 556 318 450 235 71 232 608 159 205 70 394
internal_value=0 3.51308e-05 -7.51085e-06 4.72981e-05 0.000129099 0.000427258 9.80675e-07 0.000128511 0.000337355 -0.000168218 -0.000299068
internal_weight=0 0.0132121 0.0120823 0.010663 0.00862588 0.00259252 0.00603336 0.00489877 0.00287517 0.0020236 0.00203716
internal_count=3910 3298 2980 2424 1580 467 1113 505 364 141 844
is_linear=0
shrinkage=0.00196078


Tree=3698
num_leaves=8
num_cat=0
split_feature=15 42 3 52 4 2 15
split_gain=2.30984e-05 3.14544e-05 6.16525e-05 5.51836e-05 5.39555e-05 9.49633e-05 6.38049e-05
threshold=0.091600000000000015 0.091955000000000023 -0.100615 -0.092854999999999979 -1.0000000180025095e-35 0.086130000000000012 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=0.020703361841560165 -0.013670293660096158 -0.013302480350709462 -0.019964464792705364 0.033971005602086324 -0.017717612730673099 -0.0014786739310009547 0.010448991976024301
leaf_weight=0.0016872256717935718 0.0011273434589497604 0.0012823376192900469 0.0012146787561486024 0.001254286293863976 0.0018838956132484425 0.0019009032374716997 0.0014033172399532654
leaf_count=414 644 549 429 639 374 537 324
internal_value=0 0.0013839 0.00339934 -0.000413571 0.00327264 0.0126137 -0.00569324
internal_weight=0 0.0106266 0.00934431 0.00765708 0.0064424 0.00315519 0.00328721
internal_count=3910 3266 2717 2303 1874 1176 698
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=9
num_cat=0
split_feature=15 49 42 15 16 15 13 457
split_gain=2.46819e-05 3.36134e-05 7.12999e-05 5.04321e-05 7.74584e-05 4.58811e-05 4.743e-05 3.67129e-05
threshold=-0.24219999999999997 -0.045004999999999996 0.091955000000000023 -0.038029999999999987 -0.072359999999999994 0.079360000000000014 -0.032264999999999995 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 6 -5 -2
right_child=1 2 -4 5 -6 -7 -8 -9
leaf_value=0.014721226814135756 -0.001739531983909794 0.0031927468964951626 -0.02778832585356172 -0.0016230821355366629 -0.033682851001972831 -0.010031289911876169 0.02310824987615244 0.021783544076109745
leaf_weight=0.0010313034305931548 0.0015854106867451681 0.0013091759742770393 0.0011502790251359746 0.0014110540693908838 0.001008373873439535 0.0013593759654146557 0.0017215509194410004 0.001140975436972996
leaf_count=317 371 374 653 278 471 982 306 158
internal_value=0 -0.00147829 -0.00476065 -0.000870774 -0.012852 0.00531068 0.0119682 0.00810473
internal_weight=0 0.0106862 0.00795981 0.00680953 0.00231755 0.00449198 0.0031326 0.00272639
internal_count=3910 3593 3064 2411 845 1566 584 529
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=10
num_cat=0
split_feature=1 52 52 16 2 151 16 1 4
split_gain=2.30172e-05 6.69234e-05 6.41919e-05 7.3376e-05 5.55694e-05 8.95276e-05 7.58692e-05 5.70033e-05 3.44681e-05
threshold=0.12811000000000003 0.11588000000000002 0.091210000000000013 0.10994000000000002 0.089910000000000004 -0.0088999999999999982 -0.089864999999999987 0.089825000000000002 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7 -8
right_child=-2 -3 -4 -5 5 7 8 -9 -10
leaf_value=-0.027632250955696758 0.011516849504370378 -0.024984072502429479 0.023862474356258916 -0.024020968654622037 -0.011018492522021386 0.007002923037027005 0.017620065244988145 0.039378605148631507 -0.0074748912277598492
leaf_weight=0.0011595455768840246 0.0014998398453672989 0.0011053568312948481 0.0010881779194953064 0.0012747836460301745 0.0011709852856410471 0.0010819732651575174 0.0010055574229175901 0.0010934014491112915 0.0012010595370339026
leaf_count=343 338 565 266 552 215 348 551 156 576
internal_value=0 -0.00175239 0.00107714 -0.0020271 0.00214978 0.0112753 -0.00692202 0.0232758 0.0039609
internal_weight=0 0.0101808 0.00907548 0.00798731 0.00671252 0.00334636 0.00336616 0.00217537 0.00220662
internal_count=3910 3572 3007 2741 2189 719 1470 504 1127
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 52 52 4 16 0 4
split_gain=4.24709e-05 5.31272e-05 0.000149409 7.68224e-05 0.00011988 7.81654e-05 0.000100777 8.94986e-05 8.1768e-05 6.31863e-05 5.99265e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.081429999999999989 -0.0066199999999999991 -1.0000000180025095e-35 -0.14118999999999995 -0.07883999999999998 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 5 -5 -7 -8 -9 -6 -3
right_child=1 2 -4 4 9 6 7 8 -10 -11 -12
leaf_value=-0.0003817165648304663 -0.00037536663692527882 -0.00018500062268269349 0.00038245971843783893 0.00069477458085987214 -0.00056763437739982842 -0.00033028382955075216 0.00078560433980425859 0.00047661034715853779 -0.00029224730105839147 9.2968109946212489e-05 -0.00084887063321505759
leaf_weight=0.0010761196371610699 0.0011499027086027238 0.0010926219148091705 0.0011281025708112123 0.001521246628241291 0.0010626945540726479 0.001115007021748278 0.0011760093373034209 0.0011209980840479979 0.0010118065632810382 0.0011690793073408277 0.0010023575297100637
leaf_count=627 280 395 618 356 418 122 133 220 157 246 338
internal_value=0 2.41749e-05 -0.000192845 9.91712e-05 0.000165905 0.00031137 0.000179526 0.000351322 0.000111863 -0.000221588 -0.000502634
internal_weight=0 0.0125498 0.00322308 0.00932674 0.00817684 0.00594507 0.00442382 0.00330881 0.0021328 0.00223177 0.00209498
internal_count=3910 3283 1351 1932 1652 988 632 510 377 664 733
is_linear=0
shrinkage=0.00196078


Tree=3702
num_leaves=13
num_cat=0
split_feature=484 133 52 16 474 160 42 133 3 1 0 2
split_gain=9.99741e-05 9.97302e-05 0.000111893 0.00015027 0.00015146 0.000156905 0.000139818 7.72781e-05 9.56931e-05 0.000201798 0.000210648 2.66423e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 0.058050000000000011 -0.11266 0.094890000000000016 -0.16443499999999997 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 11 -11 -10
right_child=1 -3 3 -5 -6 6 7 -9 9 10 -12 -13
leaf_value=-0.0005857857678967126 -0.00048637008813108183 -0.00054184128164182764 -0.00069709317158877561 0.00070843010063742409 0.00076207370255707214 -0.00050456157375535751 0.00060289330139056243 0.00069223115979744857 -0.0007093976758600286 -0.00022889366880964705 0.00092079253340343441 -0.00025979480213088286
leaf_weight=0.0010586666863044566 0.0011913569175483118 0.0010507923943719544 0.0011618237387583967 0.0015723944409883469 0.0010511038753047439 0.0013362000042145107 0.0011616447967890218 0.001002467220845937 0.0010215313757838849 0.0012171390499975767 0.0012338345971407145 0.0010055027612973777
leaf_count=612 347 481 482 135 215 602 114 225 259 101 196 141
internal_value=0 3.91233e-05 8.62459e-05 0.000144237 5.71888e-05 -2.3872e-05 7.41642e-05 0.000190587 0.000101418 -2.86704e-05 0.000349865 -0.000486374
internal_weight=0 0.0140058 0.012955 0.0117636 0.0101912 0.00914014 0.00797832 0.00664212 0.00563965 0.00447801 0.00245097 0.00202703
internal_count=3910 3298 2817 2470 2335 2120 1638 1036 811 697 297 400
is_linear=0
shrinkage=0.00196078


Tree=3703
num_leaves=10
num_cat=0
split_feature=124 484 160 52 49 4 49 43 2
split_gain=2.34315e-05 3.12149e-05 8.05062e-05 7.09749e-05 8.9456e-05 9.6911e-05 4.89622e-05 5.2536e-05 0.000113966
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 0.11110500000000002 -0.081629999999999994 -0.08422499999999998 -0.0019649999999999997 -0.074254999999999988 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9
right_child=1 -3 3 -5 5 6 7 8 -10
leaf_value=0.014379620976910694 -0.027821449987296937 0.013015354205859692 0.020096134873158311 0.024530142574428239 -0.034560797660897605 -0.021763440752175747 0.01841267419827472 -0.031431003044182747 0.013598464484890455
leaf_weight=0.0010262345163661755 0.0011850596403244181 0.001310827350016453 0.0013144412628915267 0.0010358048206888272 0.0011666997996474231 0.0010165830256705054 0.0013836664528346964 0.0010066597515997363 0.0012726108281081773
leaf_count=310 742 438 145 190 517 241 326 354 647
internal_value=0 -0.00143932 -0.00345899 6.33731e-05 -0.0034758 -0.00877562 -0.00234685 0.00304188 -0.00628919
internal_weight=0 0.0106924 0.00938153 0.00819647 0.00716066 0.00584622 0.00467952 0.00366294 0.00227927
internal_count=3910 3600 3162 2420 2230 2085 1568 1327 1001
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 160 13 2 51 4 0
split_gain=0.000112076 7.2781e-05 0.000161231 9.3521e-05 0.00015165 8.93236e-05 0.000102431 9.21401e-05 0.000101157 7.0068e-05 6.54879e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.083654999999999993 -0.10241499999999999 0.083185000000000023 0.083165000000000017 -0.083329999999999987 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 -5 -7 -8 -9 -3 -6
right_child=1 2 -4 4 10 6 7 8 -10 -11 -12
leaf_value=-0.00063991169794432588 -0.00038599914679335681 -0.00019421897767253978 0.00036377104655193059 -0.00015447043324289602 -0.00058262108789822805 0.00091107147249269314 0.00071338376074500177 -0.00028813129778002813 0.00049778881596322341 -0.00089758895033325268 7.7603585630902261e-05
leaf_weight=0.0010154864317715043 0.0012264699092760867 0.0011406985629745766 0.0012041958173073901 0.0011171316858972716 0.0011039404056782075 0.0013963349308532529 0.0013094918179783321 0.0013707511741979199 0.001164607892855829 0.0010418490553869321 0.0012115099927797243
leaf_count=612 280 395 620 203 424 133 133 459 65 338 248
internal_value=0 3.59236e-05 -0.000212194 0.000120801 0.000192463 0.000348919 0.000456214 0.000291024 7.28782e-05 -0.000529976 -0.000237173
internal_weight=0 0.013287 0.00338674 0.00990024 0.00867377 0.00635832 0.00524119 0.00384485 0.00253536 0.00218255 0.00231545
internal_count=3910 3298 1353 1945 1665 993 790 657 524 733 672
is_linear=0
shrinkage=0.00196078


Tree=3705
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 3 15 52 4 0 3
split_gain=4.39337e-05 5.14154e-05 0.000171605 8.50181e-05 0.000122401 9.67545e-05 0.000126123 9.33684e-05 7.19847e-05 5.84067e-05 4.09272e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.10315499999999998 -0.017214999999999998 -0.074484999999999982 -0.083329999999999987 -0.07883999999999998 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 5 -5 7 -7 -3 -6 -9
right_child=1 2 -4 4 9 6 -8 10 -10 -11 -12
leaf_value=-0.00038969135394747127 -0.00039398595250997179 -0.0001755893251895299 0.00041999943400642829 0.00086243787291784095 -0.00055718106423946175 -0.00044746652921700349 0.00066916399205894928 0.00046546687853248427 -0.00089160645749060104 7.6201586303487203e-05 -4.5797153983963339e-05
leaf_weight=0.0010898705153974701 0.001205305865448837 0.0011362045597135524 0.0011556767976692774 0.0010045589057672668 0.0010814931074464664 0.0012072860872611043 0.0015300716743917196 0.0012562937849049751 0.0010284584283522455 0.001160252980377243 0.0011558094061382904
leaf_count=627 280 395 618 220 418 198 169 249 338 246 152
internal_value=0 2.02531e-05 -0.000190072 9.29897e-05 0.0001629 0.000305792 0.000197201 -2.318e-06 -0.000515778 -0.000229363 0.000220484
internal_weight=0 0.0129214 0.00332034 0.00960107 0.00839577 0.00615402 0.00514946 0.00361939 0.00216466 0.00224175 0.0024121
internal_count=3910 3283 1351 1932 1652 988 768 599 733 664 401
is_linear=0
shrinkage=0.00196078


Tree=3706
num_leaves=11
num_cat=0
split_feature=158 42 40 2 3 43 0 13 52 1
split_gain=9.38889e-05 6.48967e-05 8.60556e-05 0.000119365 0.000124006 6.91555e-05 8.46749e-05 7.10837e-05 6.12254e-05 4.36252e-05
threshold=0.084965000000000027 -0.09602999999999999 -0.018084999999999997 0.11230000000000001 0.10666500000000002 -0.074254999999999988 -0.077944999999999987 -0.0041499999999999983 -0.0066199999999999991 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 -9 -5
right_child=-2 2 3 9 -6 7 -8 8 -10 -11
leaf_value=-0.00042416858383107484 -0.00059445623921835686 0.00052629526152907853 -9.7403923975858677e-05 -0.00061774911454047206 0.00076743605103681651 -0.0004763818322831203 0.00061540137433523611 -0.00026725576206129931 0.00032877664641738845 -0.0001253833930708024
leaf_weight=0.0011187113262685717 0.0010051947022403683 0.0014009549796250549 0.0011817648363732941 0.0012072158999349523 0.0010334319831949461 0.0014145418751027837 0.0013995075116226313 0.0011829494553275517 0.001506338043915245 0.0016207006153337034
leaf_count=264 423 311 727 221 96 990 180 233 252 213
internal_value=0 2.74227e-05 6.97081e-05 9.05655e-06 0.000135321 3.76041e-05 0.000289063 -0.000120561 6.65971e-05 -0.000335571
internal_weight=0 0.0130661 0.0119474 0.0105465 0.00771853 0.0066851 0.00258127 0.00410383 0.00268929 0.00282792
internal_count=3910 3487 3223 2912 2478 2382 907 1475 485 434
is_linear=0
shrinkage=0.00196078


Tree=3707
num_leaves=9
num_cat=0
split_feature=150 151 1 4 4 0 13 151
split_gain=2.07004e-05 4.38809e-05 4.43949e-05 9.90537e-05 6.49305e-05 5.0157e-05 6.58904e-05 2.48959e-05
threshold=0.084800000000000014 -0.03268999999999999 0.10398500000000001 -1.0000000180025095e-35 0.24280000000000004 -0.083424999999999985 -0.0030249999999999995 -0.048789999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -7 -2
right_child=7 2 4 -5 -6 6 -8 -9
leaf_value=-0.020368224595486803 0.020275018219279434 0.019566228837292587 -0.0037326821348569678 -0.028343669222005225 0.025232877018226338 0.0080241462977303068 -0.022855106931863878 -0.0017088949934090652
leaf_weight=0.0011487754453382128 0.0010058824461519028 0.0012411745625933515 0.0016327590975676498 0.0013622750893333199 0.0014712450578770017 0.0017040158838564955 0.0011623945036081246 0.0010558496941617964
leaf_count=363 276 744 298 578 320 718 431 182
internal_value=0 -0.00201483 0.00044426 -0.00497639 0.0099965 0.00277334 -0.00449809 0.00901667
internal_weight=0 0.00972264 0.00857386 0.00546986 0.003104 0.00410758 0.00286641 0.00206173
internal_count=3910 3452 3089 2471 618 1893 1149 458
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=10
num_cat=0
split_feature=11 13 39 0 4 1 1 12 2
split_gain=2.28686e-05 3.42887e-05 6.29453e-05 6.46635e-05 5.71146e-05 5.61027e-05 4.33438e-05 4.16278e-05 4.6466e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 0.26048500000000002 0.10871500000000002 0.076710000000000014 0.086935000000000012 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 7 -1 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=9.6568278058938113e-05 -0.013909109490199679 0.019090733561970392 0.019152554269433821 -0.026973116550026863 -0.022634054305889963 0.021750826674799679 0.026607564418045699 -0.020114960551969614 -0.0083643064224847245
leaf_weight=0.0014286777591579456 0.0010848725525094893 0.0011167325492370487 0.00121724920608545 0.001166710587943846 0.0010192409885149134 0.0012386886401406227 0.001085090176936247 0.0010117928263932881 0.0013759924972182392
leaf_count=221 279 359 366 328 127 116 285 1398 431
internal_value=0 0.00133056 -0.00181989 -0.00550414 -0.00115736 0.00345765 0.0115403 -0.00300816 0.00393546
internal_weight=0 0.0106602 0.00814641 0.00692916 0.00576245 0.00474321 0.00251377 0.00350452 0.00249273
internal_count=3910 3631 3125 2759 2431 2304 506 2188 790
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=12
num_cat=0
split_feature=158 11 15 3 3 3 160 49 15 47 16
split_gain=9.61917e-05 7.15406e-05 7.4917e-05 0.000161849 7.51908e-05 7.64899e-05 7.63822e-05 6.08462e-05 5.72365e-05 6.64878e-05 5.34423e-05
threshold=0.085745000000000002 0.079700000000000007 0.084050000000000014 -0.10315499999999998 -0.077894999999999978 -0.015064999999999997 0.088485000000000008 -0.006494999999999999 -0.017214999999999998 0.092255000000000018 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 -9 -4
right_child=-2 -3 10 4 5 6 -8 8 -10 -11 -12
leaf_value=0.00077476067580706394 -0.00059002293460145617 -0.00046177593510608636 2.233194546887077e-05 -0.00043964663750940857 0.00059901512825453183 -0.00041062698750289525 0.00052688648290186483 -0.0005190352819246486 0.00032357682090810501 0.00014954819310860083 -0.00057611105293517808
leaf_weight=0.0013661905265127212 0.0010261657233132113 0.001037796470230363 0.0012927886841700154 0.0010633226453511798 0.001085389302188251 0.0013811964409808988 0.0010323087757635168 0.0010076365333412604 0.0018325359525041655 0.0013223015263194354 0.0010314683388842069
leaf_count=166 410 233 261 825 391 176 80 209 141 108 910
internal_value=0 3.27823e-05 7.4123e-05 0.000147224 4.89583e-05 0.000116772 3.71759e-05 -5.4015e-05 6.43163e-05 -0.000139596 -0.000243248
internal_weight=0 0.0134529 0.0124151 0.0100909 0.00872469 0.00766137 0.00657598 0.00554367 0.00416247 0.00232994 0.00232426
internal_count=3910 3500 3267 2096 1930 1105 714 634 458 317 1171
is_linear=0
shrinkage=0.00196078


Tree=3710
num_leaves=9
num_cat=0
split_feature=0 42 13 1 1 15 1 1
split_gain=2.53967e-05 5.79446e-05 5.67021e-05 4.13681e-05 0.000102879 8.08006e-05 0.000144141 0.000108176
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.028919999999999998 0.11052000000000002 0.12263000000000002 1.0000000180025095e-35 0.094385000000000011 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 -3
right_child=2 3 -4 4 -6 -7 -8 -9
leaf_value=-0.020845856369590438 -0.0077962474541868236 0.016994098877379266 0.022387488763800246 -0.0299523521252417 0.0099898711546465239 -0.014565964403282731 0.04003429125111671 -0.025414407150736812
leaf_weight=0.0014516324339422281 0.0011298728573358922 0.0014401877196504979 0.0013856375510900305 0.0012552288192621652 0.0013261321123154185 0.001392129173719261 0.0013372855380992324 0.0010328520551701643
leaf_count=1005 113 759 333 212 271 807 217 193
internal_value=0 -0.00250391 0.00883009 0.000916746 -0.00943269 0.00605194 0.0135848 -0.000717591
internal_weight=0 0.00923545 0.00251551 0.00778382 0.00258136 0.00520245 0.00381033 0.00247304
internal_count=3910 3464 446 2459 483 1976 1169 952
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=10
num_cat=0
split_feature=158 50 47 4 12 49 151 16 2
split_gain=4.72947e-05 6.0384e-05 7.95551e-05 9.32551e-05 8.05689e-05 7.6399e-05 0.000131061 8.80081e-05 8.56586e-05
threshold=0.084710000000000021 0.088425000000000017 0.117025 0.25367000000000006 -0.0089849999999999982 -0.085974999999999982 -0.0074049999999999993 -0.057604999999999996 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -9
right_child=-2 -3 -4 -5 5 6 7 8 -10
leaf_value=-0.00046662727875769981 -0.00041615372790318629 -0.00038605574434256762 -0.00044099517317028303 0.00054165892034090059 -0.0003768008070394324 0.00071303591447173878 -0.00029748447440642185 0.00052858433386601602 -0.00013109795786120335
leaf_weight=0.0010660387496633852 0.0010229768048098933 0.0012526289133730833 0.0010695060537897387 0.0016911091187036794 0.0010633092392928747 0.0014329359156258934 0.0018585990141837313 0.0017464921540328044 0.0013354010971944937
leaf_count=233 433 667 112 354 164 271 854 570 252
internal_value=0 2.23397e-05 6.77584e-05 0.000121135 3.74974e-05 0.000109762 0.000190938 3.95094e-05 0.00024274
internal_weight=0 0.012516 0.0112634 0.0101939 0.00850278 0.00743674 0.00637343 0.00494049 0.00308189
internal_count=3910 3477 2810 2698 2344 2111 1947 1676 822
is_linear=0
shrinkage=0.00196078


Tree=3712
num_leaves=13
num_cat=0
split_feature=158 11 42 43 3 2 2 0 2 4 2 4
split_gain=7.47655e-05 6.0715e-05 4.91063e-05 9.96149e-05 0.000113514 6.11056e-05 0.000104574 0.00011905 0.000133917 6.26852e-05 4.93432e-05 4.16414e-05
threshold=0.084965000000000027 0.079700000000000007 -0.09602999999999999 -0.074254999999999988 -0.075954999999999981 0.088895000000000016 0.093070000000000014 -0.13506999999999997 0.11290500000000002 -0.0017649999999999999 0.086875000000000022 0.057365000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 9 -7 11 -9 -5 -4 -8
right_child=-2 -3 3 5 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.00034437096257909573 -0.00053281356626027438 -0.00043961834019225839 -0.00017463975464103825 -6.2033119200501338e-06 0.00092045182685258746 0.00066188655996799438 -6.0798032156671514e-05 -0.0002114640325924304 0.00078110603047264009 -0.00065745897683076296 0.00041705925167078784 -0.00059462163410516598
leaf_weight=0.0010491042116648414 0.0010073630549743496 0.0010110882999039084 0.0010389667912496191 0.0013143555247227701 0.0010450740703086378 0.0010097986185856082 0.0010365610892572037 0.0010167076104993988 0.0010753576874589191 0.0010009683811010705 0.0011324920908232425 0.0012266419690317165
leaf_count=244 423 233 335 732 298 190 83 290 252 209 503 118
internal_value=0 2.17428e-05 6.07915e-05 9.97986e-05 0.000389491 -2.15242e-05 9.33697e-05 -3.84448e-05 0.000298734 -0.000287756 0.000133952 -0.000350127
internal_weight=0 0.0129571 0.011946 0.0108969 0.00321653 0.00768039 0.00536507 0.00435527 0.00209207 0.00231532 0.00217146 0.0022632
internal_count=3910 3487 3254 3010 1136 1874 933 743 542 941 838 201
is_linear=0
shrinkage=0.00196078


Tree=3713
num_leaves=9
num_cat=0
split_feature=159 0 0 16 43 3 16 2
split_gain=2.16341e-05 4.15478e-05 8.10462e-05 6.2082e-05 6.24111e-05 5.89118e-05 5.00145e-05 8.89128e-05
threshold=-0.034019999999999988 -0.077944999999999987 -0.099864999999999995 0.15100500000000003 -0.074254999999999988 0.12046500000000002 -0.057604999999999996 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 6 7 -2
right_child=1 3 -4 4 -6 -7 -8 -9
leaf_value=-0.014138989967672367 -0.020676462637658037 0.024569197306372772 -0.023457711917184352 0.014523091109392454 -0.016742079723735415 -0.017102357802184207 0.026547087551433757 0.015957179503376859
leaf_weight=0.001002899384372047 0.0011045143021909615 0.0015913750373650181 0.0015805560604303668 0.0013209200347023796 0.0012357922988411431 0.0011749716251788223 0.0010960212557801288 0.0016556427002271017
leaf_count=520 153 683 1483 202 278 151 187 253
internal_value=0 0.0012175 -0.00370448 0.00906271 -0.000588995 0.00250108 0.00847422 0.00129773
internal_weight=0 0.0107598 0.00661171 0.00414809 0.00255671 0.00503115 0.00385618 0.00276016
internal_count=3910 3390 2227 1163 480 744 593 406
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=10
num_cat=0
split_feature=11 13 39 0 16 12 52 0 4
split_gain=2.17852e-05 3.63927e-05 6.00252e-05 5.204e-05 5.66017e-05 5.46957e-05 9.76802e-05 4.25335e-05 3.42529e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 0.086935000000000012 0.0033900000000000002 -0.23029999999999998 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.025300855069053448 -0.013577040415528669 4.9818017534788715e-05 0.017961345145499765 -0.024517243697083468 0.015090452978169581 -0.02746835702915644 0.024836154644122692 -0.027549478507736244 0.0010925053388105941
leaf_weight=0.0010861429996920236 0.0010854992507682701 0.0012127872269838691 0.0012939798080315416 0.0011917756029602173 0.0015080733068677321 0.0010340327148253311 0.0010057975617309457 0.0010348465418340814 0.0012654343570718514
leaf_count=87 279 102 387 329 509 1170 333 395 319
internal_value=0 0.00129512 -0.00182242 -0.00548618 -0.00157269 -0.00743379 -0.00106623 -0.0126573 0.0122738
internal_weight=0 0.0106329 0.00828129 0.00698731 0.00579554 0.00428746 0.00325343 0.00224763 0.00235158
internal_count=3910 3631 3225 2838 2509 2000 830 497 406
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=11
num_cat=0
split_feature=484 3 484 160 1 12 0 0 15 16
split_gain=0.000106745 5.44026e-05 4.39139e-05 7.10805e-05 7.68821e-05 0.000115627 0.000127395 0.000109809 9.33845e-05 9.13497e-05
threshold=-0.0043499999999999988 -0.15464999999999998 0.087495000000000017 0.090735000000000024 0.12811000000000003 0.098845000000000016 -0.070894999999999986 -0.10783 -0.095799999999999982 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 -9
right_child=1 2 -4 -5 -6 -7 -8 9 -10 -11
leaf_value=-0.00063063634297377445 0.00045087239137866879 -0.00011528791241977938 -0.00036881696742624697 -0.00042863328311498609 0.00052454327068368319 -0.00046830834546103008 0.00060854760578098644 2.9141879445597415e-05 0.00058951860606364537 -0.00077699789243068434
leaf_weight=0.0010019474279888514 0.0010996140886282849 0.0014911771889623403 0.0011518583616469498 0.0011399470761342288 0.0013416686182749519 0.0015281040202315818 0.0016178297937442278 0.001126771639936923 0.001402579941305267 0.001038573864495587
leaf_count=612 227 153 337 205 231 370 306 527 178 764
internal_value=0 3.36839e-05 -5.06648e-06 3.41403e-05 8.93989e-05 1.82451e-05 0.000129599 -2.35617e-05 0.000226326 -0.00035751
internal_weight=0 0.0129381 0.0118385 0.0106867 0.00954671 0.00820504 0.00667693 0.0050591 0.00289376 0.00216535
internal_count=3910 3298 3071 2734 2529 2298 1928 1622 331 1291
is_linear=0
shrinkage=0.00196078


Tree=3716
num_leaves=12
num_cat=0
split_feature=158 42 43 3 4 52 150 52 4 3 1
split_gain=7.64603e-05 6.11125e-05 7.21922e-05 0.000151253 9.78161e-05 5.69969e-05 7.95263e-05 9.83153e-05 0.000144015 3.48882e-05 2.4225e-05
threshold=0.084965000000000027 -0.09602999999999999 -0.074254999999999988 -0.077894999999999978 -0.084009999999999987 -0.087604999999999988 0.081245000000000026 0.11588000000000002 -1.0000000180025095e-35 -0.036619999999999993 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 8 9 -7 -10
right_child=-2 2 5 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.00041050306760194899 -0.00053537757316918916 0.00048046743065944186 -0.0004335611272795574 0.00088602351404161656 -0.00032268773753452634 0.00014837922362563114 0.00045977835085177237 -0.00060513352884466391 -0.00049118717326343856 0.00062620932671648207 -9.3110677969041443e-05
leaf_weight=0.0011204434907633636 0.00100064208516036 0.0010190738343297363 0.0011644300763016457 0.0011535667891453701 0.001362447578339375 0.0011245427378082258 0.0013657212148328358 0.0010625398987517461 0.0011513101396545731 0.0012300969059201793 0.0012007174348440367
leaf_count=264 423 175 360 333 682 762 183 275 207 71 175
internal_value=0 2.71771e-05 6.86151e-05 0.000303267 2.09894e-05 -3.13341e-05 3.431e-05 -6.64095e-05 5.52086e-05 0.000398004 -0.000287968
internal_weight=0 0.0129549 0.0118344 0.00353509 0.00238152 0.00829936 0.00713493 0.00576921 0.00470667 0.00235464 0.00235203
internal_count=3910 3487 3223 1190 857 2033 1673 1490 1215 833 382
is_linear=0
shrinkage=0.00196078


Tree=3717
num_leaves=9
num_cat=0
split_feature=3 1 15 3 13 4 4 47
split_gain=2.21991e-05 3.32957e-05 3.98495e-05 4.79675e-05 3.74033e-05 8.31005e-05 9.92777e-05 4.93118e-05
threshold=-0.15464999999999998 0.08844500000000001 -1.0000000180025095e-35 -0.069909999999999986 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008 0.087850000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 -7 -3
right_child=1 4 3 -5 5 6 -8 -9
leaf_value=0.013958586583349917 -0.023252751043430931 0.02497232404928397 -0.015259340303674519 0.0096327391710412311 -0.027348965709855871 0.028790074230444808 -0.0090386648361879124 -0.0039001453450609419
leaf_weight=0.001025691391964509 0.0012502027188837006 0.0014167400691003972 0.0014654732964085649 0.0016410455793886701 0.0010246859477702898 0.0011396034309785197 0.0017732820658526928 0.0010155764918885234
leaf_count=259 1061 712 1004 196 229 62 182 205
internal_value=0 -0.0014403 -0.00817703 -0.00210988 0.00316732 -0.0028553 0.00576101 0.0129171
internal_weight=0 0.0107266 0.00435672 0.00310652 0.00636989 0.00393757 0.00291289 0.00243232
internal_count=3910 3651 2261 1200 1390 473 244 917
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=11
num_cat=0
split_feature=158 41 159 2 16 52 52 150 0 3
split_gain=9.25187e-05 7.62984e-05 9.09364e-05 7.38926e-05 0.0001121 0.000110001 0.00010236 8.84638e-05 8.27125e-05 7.67231e-05
threshold=0.084965000000000027 1.0000000180025095e-35 0.088320000000000023 0.10113500000000002 -0.11180499999999999 0.10701500000000001 -0.013104999999999999 0.085285000000000014 -0.070894999999999986 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 9 -6
right_child=-2 -3 -4 5 7 -7 -8 -9 -10 -11
leaf_value=0.00055160252441934442 -0.00055113384384969182 -0.00047841400802572156 0.00062919110680063775 4.5424543367601623e-05 0.00031955654056103498 0.00027312480995005513 -0.00069483054483113129 -0.00049855714174960191 0.00044137641868755896 -0.00037558209163776255
leaf_weight=0.0019365402979516716 0.0011194714834233685 0.0010311210461258777 0.0010490380398378392 0.0012208399227821749 0.0010059169935649512 0.0014232746437587967 0.0017442057894701069 0.0010850916817894537 0.0018565939569445129 0.0015526843337095135
leaf_count=293 423 192 265 317 674 195 267 183 260 841
internal_value=0 3.48045e-05 7.59092e-05 2.68262e-05 0.000145891 -0.000174951 -0.000390035 3.04775e-06 0.000126324 -0.000102288
internal_weight=0 0.0139053 0.0128742 0.0118251 0.00743683 0.00438832 0.00296505 0.00550029 0.0044152 0.0025586
internal_count=3910 3487 3295 3030 2251 779 584 1958 1775 1515
is_linear=0
shrinkage=0.00196078


Tree=3719
num_leaves=12
num_cat=0
split_feature=484 133 0 3 15 150 0 0 1 16 51
split_gain=8.75641e-05 0.000101227 7.94995e-05 0.000110859 0.000110375 0.000105594 9.41289e-05 0.000115434 9.3748e-05 0.000129226 5.24915e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.10302000000000001 0.11265500000000002 -0.074174999999999977 0.090480000000000019 -0.14674999999999996 -0.070894999999999986 0.094385000000000011 -0.083564999999999987 -0.031524999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 9 -8 -9
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00056200977916837341 0.0006292089329024219 -0.00056359933164251436 0.00049942979726096278 1.4689429718483329e-05 -0.00078929089182441998 -0.00041152307863957332 0.00011651413043828618 0.00014390237834649414 0.00029000814898834338 -0.00081276223022699727 0.00074131661832092051
leaf_weight=0.0010409596083525508 0.0016297540374796545 0.0010317384561562984 0.0014975147408001896 0.0015315207204982554 0.0011490742556657454 0.0012121984777793407 0.0011241830263609663 0.0011204224484016138 0.001361277402500592 0.0011784364939191024 0.0011415936817225306
leaf_count=612 197 481 180 159 109 250 561 205 207 718 231
internal_value=0 2.74764e-05 7.45826e-05 1.90105e-05 -0.000329948 0.000125697 0.000211887 9.71141e-05 -0.000117914 -0.000359072 0.000445405
internal_weight=0 0.0139777 0.012946 0.0114485 0.00268059 0.00876787 0.00755567 0.00592591 0.0036639 0.00230262 0.00226202
internal_count=3910 3298 2817 2637 268 2369 2119 1922 1486 1279 436
is_linear=0
shrinkage=0.00196078


Tree=3720
num_leaves=9
num_cat=0
split_feature=49 151 42 12 42 52 0 13
split_gain=2.41954e-05 5.68087e-05 4.34219e-05 4.33845e-05 7.25147e-05 7.04068e-05 7.72208e-05 6.45339e-05
threshold=-0.047894999999999993 -0.039414999999999999 0.091955000000000023 -0.036459999999999992 -0.089024999999999979 -0.074484999999999982 -0.15137999999999999 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7 -8
right_child=2 -3 -4 4 5 6 7 -9
leaf_value=0.02521959819092072 -0.019075426298456467 -0.0045226082166921937 -0.019867310692624277 0.027847987745127773 -0.020131286869874726 0.026139889148044999 0.0097668391696638518 -0.018718913082385762
leaf_weight=0.0011346491847200537 0.0010180392740874872 0.001479673041097257 0.0012468051460154212 0.0010066085662825928 0.0014735174682229636 0.0012523960501654397 0.0017555571587520569 0.0014539888810550753
leaf_count=250 262 255 764 388 511 140 685 655
internal_value=0 0.00838589 -0.00251499 0.000202929 0.00303006 -0.00117887 0.00508 -0.00313778
internal_weight=0 0.00261432 0.00920691 0.00796011 0.00694207 0.00593546 0.00446194 0.00320955
internal_count=3910 505 3405 2641 2379 1991 1480 1340
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=12
num_cat=0
split_feature=484 133 484 133 160 15 15 3 0 1 15
split_gain=0.00010723 0.000120016 8.83508e-05 0.000124176 0.000121763 0.00012714 0.000168489 0.000172502 0.000164954 0.000171798 9.23625e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.08764000000000001 0.083815000000000014 0.086110000000000006 -0.11739999999999999 1.0000000180025095e-35 -0.10628499999999998 -0.12329499999999999 0.095575000000000007 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 -10 -8
right_child=1 -3 -4 -5 -6 6 10 8 9 -11 -12
leaf_value=-0.00061967088954933936 -0.00040251411499225782 -0.00061069144641339248 -0.00041705302620708822 0.00067488598546419914 -0.00049735033955510151 0.0011556639356203378 -0.00058463324803515176 0.000895889497529907 -0.00062511177488524465 0.00039685199323138677 0.00019739045338476591
leaf_weight=0.00104014991108796 0.0013615583871639239 0.001026884143237536 0.0012091809709768144 0.0014567129725582316 0.0013007995571100448 0.0010670332843792985 0.0011297444392078075 0.0011140398174335135 0.0010390220222801757 0.00161608560634946 0.0011946739826883251
leaf_count=612 293 481 331 393 153 172 537 115 321 169 333
internal_value=0 3.367e-05 8.6652e-05 0.000140649 6.14236e-05 0.000146713 0.000251147 0.000459667 0.000262632 -3.07261e-06 -0.000182699
internal_weight=0 0.0135157 0.0124889 0.0112797 0.00982296 0.00852216 0.0071606 0.00483618 0.00376915 0.00265511 0.00232442
internal_count=3910 3298 2817 2486 2093 1940 1647 777 605 490 870
is_linear=0
shrinkage=0.00196078


Tree=3722
num_leaves=10
num_cat=0
split_feature=159 1 484 43 12 3 16 2 2
split_gain=2.17251e-05 3.96436e-05 6.04939e-05 6.42444e-05 6.5129e-05 9.56575e-05 8.10255e-05 7.11491e-05 5.56023e-05
threshold=-0.034019999999999988 0.12958500000000003 0.085515000000000022 -0.15648499999999999 0.088590000000000016 0.11265500000000002 -0.019979999999999994 0.099015000000000006 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -6 -5
right_child=1 -3 -4 4 7 -7 -8 -9 -10
leaf_value=-0.014191880935718437 0.016099754512155028 0.019082879517971996 0.020435840586968998 0.0019112195744518388 -0.040072900756744183 -0.028325710306588054 -0.016705115519103354 -0.0048562837782508035 0.030395948427793029
leaf_weight=0.0010017219713342367 0.0013661957513780316 0.0011123961966257945 0.001174031348826707 0.0014497928796302624 0.001082935955181556 0.0010144548378801244 0.0011032291803787344 0.0012199608305060775 0.0012995418083141977
leaf_count=520 228 298 309 570 800 126 498 351 210
internal_value=0 0.00120134 -0.000847173 -0.00377438 -0.0075613 -0.00100535 0.00618863 -0.0214169 0.0153752
internal_weight=0 0.0108225 0.00971014 0.00853611 0.00716992 0.00486702 0.00385256 0.0023029 0.00274933
internal_count=3910 3390 3092 2783 2555 1404 1278 1151 780
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=11
num_cat=0
split_feature=4 0 1 12 157 16 52 0 2 13
split_gain=4.44999e-05 0.000115171 8.85217e-05 6.7303e-05 5.59772e-05 0.00011374 9.97809e-05 7.94737e-05 0.000119624 4.532e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.086865000000000012 -0.077044999999999988 -0.055679999999999993 -0.108275 -0.19631499999999999 0.11125500000000001 -0.0049299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 9 -9
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.00038467626405870191 -0.0007431302162142023 0.00060104517248168652 0.00048637284319158459 -9.2828807740863209e-05 -0.00015380058935487233 0.00012169085292678794 -0.00064363648233904116 -0.00017593945898019449 0.00087947234617869873 0.00037764113965774577
leaf_weight=0.0010972896398956542 0.0010310555604622238 0.0012149169390510027 0.0010356990090567434 0.0015050390648300247 0.0018768350314444801 0.0011206191939574072 0.0015761565756239474 0.0011719387432146929 0.0011027332489199661 0.0011043693853472021
leaf_count=176 721 164 180 1178 143 159 400 435 229 125
internal_value=0 2.68431e-05 -3.36898e-05 -0.00035721 5.75927e-05 1.75128e-06 -0.000325612 0.000169721 0.000349415 9.26347e-05
internal_weight=0 0.0127394 0.0115244 0.00253609 0.00898835 0.00795265 0.00269678 0.00525588 0.00337904 0.00227631
internal_count=3910 3734 3570 1899 1671 1491 559 932 789 560
is_linear=0
shrinkage=0.00196078


Tree=3724
num_leaves=10
num_cat=0
split_feature=42 51 52 0 49 3 0 4 4
split_gain=2.39717e-05 5.75603e-05 4.10377e-05 6.93349e-05 7.05407e-05 9.41164e-05 4.73065e-05 4.14285e-05 4.30299e-06
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.11588000000000002 -0.074249999999999997 -0.081629999999999994 -0.055684999999999991 -0.16128999999999996 -0.37626499999999991 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 -6 -7 -5 -1
right_child=1 2 -4 7 5 6 -8 -9 -10
leaf_value=-0.0054366516751738056 -0.016293037937737769 0.025186390684963828 -0.010803646085126819 0.0096957215834592367 -0.026441481132206103 -0.0052821084275744869 0.022443681836379185 0.037336310508947659 -0.014712098106343994
leaf_weight=0.0010003669707714048 0.0014720109607581537 0.001000249057730376 0.0013500442288041812 0.001120141438813553 0.0013041256961313177 0.0014267613908782182 0.0010821487096879293 0.0010510780524116189 0.0010002368111852189
leaf_count=682 521 115 499 117 832 133 222 411 378
internal_value=0 0.00193705 0.00515676 0.00824177 0.00155003 -0.00465034 0.00667664 0.0230764 -0.0100741
internal_weight=0 0.00980656 0.00833455 0.0069845 0.00481328 0.00381304 0.00250891 0.00217122 0.0020006
internal_count=3910 2850 2329 1830 1302 1187 355 528 1060
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=13
num_cat=0
split_feature=484 133 52 16 474 160 42 15 15 15 2 12
split_gain=0.000108454 0.000114465 0.000142685 0.000113692 0.000147843 0.000106367 0.000179169 9.10097e-05 0.000125184 0.000107388 0.000176327 0.000128791
threshold=-0.0043499999999999988 0.10599500000000002 -0.37613999999999997 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 -0.095799999999999982 -0.14487999999999998 -0.073314999999999991 0.10362500000000001 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 -9 11 -11
right_child=1 -3 3 -5 -6 6 7 9 -10 10 -12 -13
leaf_value=-0.00060499024842944847 -0.0005646665965787428 -0.00058388193544987659 -0.0005480410796993813 0.00062257475666164619 0.00076273936902036062 -0.00060213501649460381 0.00039536466324010253 0.00091842146057743805 -0.00048641405362198056 7.9894095753022662e-05 -0.00048686499309440147 0.0010039297311726404
leaf_weight=0.0010858400101787452 0.0011779888432976024 0.0010555645395182627 0.0012080787158727331 0.001686105818778978 0.001074910506941606 0.0012684058095383732 0.0011058773881886075 0.0010451048060575972 0.0014059748540639649 0.0012957803391599656 0.0010088582082343018 0.0010497101772127676
leaf_count=612 337 481 482 139 217 602 205 157 106 287 130 155
internal_value=0 3.76605e-05 8.68905e-05 0.000150068 7.39213e-05 -4.94898e-06 7.52614e-05 0.000199581 -9.81989e-05 0.000369598 0.000198603 0.000493441
internal_weight=0 0.0143824 0.0133268 0.0121488 0.0104627 0.00938779 0.00817971 0.00691131 0.00251185 0.00439945 0.00335435 0.00234549
internal_count=3910 3298 2817 2480 2341 2124 1642 1040 311 729 572 442
is_linear=0
shrinkage=0.00196078


Tree=3726
num_leaves=9
num_cat=0
split_feature=4 1 16 2 133 13 1 151
split_gain=2.31289e-05 6.44157e-05 4.80985e-05 7.7588e-05 6.90454e-05 7.88653e-05 8.89459e-05 5.95721e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 0.087330000000000019 -0.084184999999999996 0.079945000000000016 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=-0.021547240582168246 -0.0084462266164532993 0.023773678197706895 -0.023634870014828748 0.019643734325028857 -0.028745475000287596 0.027559303209092202 0.014573356743572789 -0.01423412335480536
leaf_weight=0.0011474647753144584 0.0011813625296951383 0.0013069878721570811 0.0011409503264656574 0.001656468693833184 0.0010016915020793406 0.0013220208249023072 0.0011461180790809837 0.0019210711727314402
leaf_count=148 196 353 602 412 750 685 142 622
internal_value=0 0.00847704 -0.002373 0.000313974 -0.00458803 -0.00021233 0.00587623 -0.00346962
internal_weight=0 0.00248835 0.00933579 0.00818832 0.00653185 0.00553016 0.00438921 0.00306719
internal_count=3910 549 3361 3213 2801 2051 1449 764
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=10
num_cat=0
split_feature=158 50 48 40 1 2 12 43 52
split_gain=2.00184e-05 4.31768e-05 5.83666e-05 6.00602e-05 8.61311e-05 8.80285e-05 8.29998e-05 6.15662e-05 7.85177e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.11379500000000002 -1.0000000180025095e-35 0.11198000000000001 0.10869000000000002 0.093125000000000013 -0.00084499999999999994 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.015193793342131577 -0.013577319896768506 -0.01803278454689336 -0.019513174681064845 -0.01635089855404331 0.028814218113467394 -0.022729666875247509 0.033645206731000694 -0.0094481730247720306 0.026595381824629578
leaf_weight=0.0011683835683338169 0.0010051646431679878 0.0010552270787628432 0.0010081625684806245 0.0012190317328061094 0.0017224506026727081 0.0010582959980624581 0.0010722398889831718 0.0010591418980863306 0.0014076219059134735
leaf_count=291 488 655 139 938 251 261 423 171 293
internal_value=0 0.00117875 0.0032654 0.00590283 0.00917245 0.00335573 0.00915772 0.00203403 0.0111195
internal_weight=0 0.0107706 0.00971533 0.00870717 0.00753878 0.00581633 0.00475804 0.0036858 0.00246676
internal_count=3910 3422 2767 2628 2337 2086 1825 1402 464
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=12
num_cat=0
split_feature=484 1375 4 0 1 3 2 42 12 13 4
split_gain=8.04192e-05 4.97448e-05 5.63916e-05 0.000153796 0.000117985 0.000114028 0.000205551 7.42142e-05 7.1e-05 5.75852e-05 5.5797e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.096385000000000012 1.0000000180025095e-35 0.083725000000000008 0.097345000000000015 -0.010739999999999998 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 8 -4 -6 -8 -7
right_child=1 2 3 -5 5 10 9 -9 -10 -11 -12
leaf_value=-0.00053673866891483274 -0.00033674278460068706 -0.00035451390222824474 -0.00064289329677977639 0.00076333911395585455 -0.00027641264815250337 -0.00050494100252542623 0.00045943098426273841 3.0294728722198637e-05 0.0003490541297821038 0.0011099447954576159 0.00011771998457482975
leaf_weight=0.0010072015692598616 0.0012352500650588431 0.0010640374760593164 0.0013519221456260873 0.0012579832854457606 0.0016579260852800392 0.0011547317036199878 0.0010139483161214896 0.0011784268244543045 0.0012048445827041732 0.0010809445151345237 0.0010623489722414829
leaf_count=612 146 152 791 149 566 118 203 683 145 196 149
internal_value=0 3.79683e-05 7.64532e-05 0.000118281 3.46683e-05 0.000163058 0.000328363 -0.000329378 -1.31746e-05 0.00079509 -0.000206583
internal_weight=0 0.0132624 0.0120271 0.0109631 0.00970509 0.00717474 0.00495766 0.00253035 0.00286277 0.00209489 0.00221708
internal_count=3910 3298 3152 3000 2851 1377 1110 1474 711 399 267
is_linear=0
shrinkage=0.00196078


Tree=3729
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 51 4
split_gain=2.2725e-05 4.989e-05 4.4704e-05 7.62538e-05 7.6903e-05 5.93718e-05 7.2316e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083899999999999988 0.089910000000000004 0.092720000000000011 0.011185000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.0098008130816259458 -0.015084056419193493 0.030247334587001375 -0.012010512208807665 -0.013982046087925687 0.038048551000862567 -0.0093237440823945323 0.0056072891979912489
leaf_weight=0.0019939672483146537 0.0014673910121517338 0.0012716153893468172 0.0013131876310879783 0.0017934651492651568 0.0011376167780444066 0.0010509707708408174 0.0017352131961493576
leaf_count=1060 521 418 274 892 256 188 301
internal_value=0 0.00191371 0.00491807 0.00809889 0.00317271 0.0110137 0.0184538
internal_weight=0 0.00976946 0.00830207 0.00698888 0.00571727 0.0039238 0.00287283
internal_count=3910 2850 2329 2055 1637 745 557
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=11
num_cat=0
split_feature=484 42 160 43 3 42 2 0 12 1
split_gain=9.74034e-05 5.68814e-05 0.000121518 6.96e-05 0.000171397 0.000119482 0.0001078 8.16904e-05 7.39423e-05 5.84875e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.082234999999999989 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 0.113945 -0.23029999999999998 0.051320000000000005 0.087480000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 -4 6 7 -5 -9 -2
right_child=1 2 3 5 -6 -7 -8 8 -10 -11
leaf_value=-0.00059971330434066561 -0.00059823338439748031 -0.00045439225461942122 3.5143278370633509e-05 0.00081193044620499698 0.00099077696780441654 -0.00055211943605477118 -0.00027811724084062265 -0.00015178155293014091 0.00045873563391347921 1.8544576902594846e-05
leaf_weight=0.0010030884403746899 0.0010107498488575164 0.001362731563817378 0.0017970700986110356 0.0010382867368181623 0.0012056912443094122 0.0010374462068614594 0.0014969962284890424 0.0014222643745900269 0.0016446890509892245 0.0014237288380554575
leaf_count=612 753 537 326 56 328 553 185 153 170 237
internal_value=0 3.36865e-05 9.36829e-05 0.00017114 0.000418856 5.91122e-05 0.000172303 0.00033655 0.000175615 -0.00023753
internal_weight=0 0.0134397 0.0110052 0.00964244 0.00300276 0.00663968 0.00560224 0.00410524 0.00306695 0.00243448
internal_count=3910 3298 2308 1771 654 1117 564 379 323 990
is_linear=0
shrinkage=0.00196078


Tree=3731
num_leaves=11
num_cat=0
split_feature=11 3 1 2 13 2 49 3 2 3
split_gain=0.000105275 0.000116974 7.78826e-05 0.000154751 0.000101371 8.74916e-05 8.69468e-05 9.78811e-05 0.000146431 6.32411e-05
threshold=0.08184000000000001 -0.12008499999999998 0.08844500000000001 0.10393500000000001 -0.080814999999999984 0.093815000000000009 -0.07107999999999999 0.10856000000000002 1.0000000180025095e-35 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 9 -6 8 -8 -3
right_child=-2 2 4 -5 6 -7 7 -9 -10 -11
leaf_value=0.00051938959647284256 -0.00061392536869513939 -0.00044423868516281885 0.00053014618327585261 -0.00087672676520184198 -0.000522566073730573 0.00044138985397284446 -3.0465085203464419e-06 -0.00025435833989400378 0.00090228402656711152 0.00016098289367667029
leaf_weight=0.0017193152863537271 0.0010148993333406681 0.001763272855840485 0.0016412934035480191 0.0010720180005340122 0.0010834150037151843 0.0010721640786976305 0.0019859872088947971 0.0019335129397535233 0.0010500478527812286 0.0010645363480511066
leaf_count=219 224 1386 417 335 138 328 463 126 169 105
internal_value=0 3.94829e-05 -2.56596e-05 -0.000216928 9.79374e-05 -3.55642e-05 -1.92583e-05 9.04682e-05 0.000310073 -0.000216401
internal_weight=0 0.0143856 0.0126662 0.00497199 0.00769426 0.00389997 0.00605296 0.00496955 0.00303604 0.00282781
internal_count=3910 3686 3467 2154 1313 1819 896 758 632 1491
is_linear=0
shrinkage=0.00196078


Tree=3732
num_leaves=9
num_cat=0
split_feature=4 2 16 2 484 4 4 16
split_gain=2.19078e-05 4.97987e-05 4.70326e-05 7.49237e-05 5.09473e-05 0.000112748 7.76498e-05 3.30973e-05
threshold=0.24280000000000004 0.10796500000000002 -0.19424999999999998 0.11043500000000002 0.073820000000000011 -0.08422499999999998 -0.0010999999999999996 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.021217433870549335 0.025311623826798635 -0.0034597826048491801 -0.031547203705839771 0.019288717671505844 0.015443637037908131 0.026728988053128129 -0.0139842268112794 0.0011876865768002964
leaf_weight=0.0011514892972006681 0.0010150021880523026 0.0014769704677071436 0.0015172770824417557 0.0016666797368397723 0.0010733181307929071 0.0010298200871968919 0.0018996464984035373 0.0010000149876132499
leaf_count=148 241 308 608 412 378 474 469 872
internal_value=0 0.00825906 -0.0022943 0.000367284 -0.00446946 -0.00839347 0.000546806 0.0141459
internal_weight=0 0.00249197 0.00933825 0.00818676 0.00652008 0.00544676 0.00392948 0.00202984
internal_count=3910 549 3361 3213 2801 2423 1815 1346
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=9
num_cat=0
split_feature=0 4 1 15 15 16 0 42
split_gain=2.31778e-05 5.12919e-05 4.17776e-05 4.10971e-05 6.71258e-05 8.68976e-05 0.00010685 3.80634e-05
threshold=-1.0000000180025095e-35 -0.48072499999999996 1.0000000180025095e-35 0.079360000000000014 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 6 -4 -1
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.027580842402718315 -0.0069595807299876094 0.023544086215299326 -0.011589653629845017 -0.017562575536162788 0.023918609568540541 -0.01943704619220725 0.024075856443616653 -0.00061844370991201783
leaf_weight=0.0010931020988229952 0.001043104713532029 0.0011690450796721027 0.0015138417480253798 0.0010002054609450058 0.0013648614821839345 0.0017095089482210722 0.0018871246709404215 0.0010049575022419823
leaf_count=879 187 207 131 494 203 372 420 1017
internal_value=0 0.00916056 -0.0021966 0.00130303 0.00421708 -0.00104463 0.00820039 -0.014666
internal_weight=0 0.00221215 0.0095736 0.00747554 0.00647534 0.00511048 0.00340097 0.00209806
internal_count=3910 394 3516 1620 1126 923 551 1896
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=12
num_cat=0
split_feature=484 0 0 15 15 16 15 43 43 4 15
split_gain=0.000112197 4.97339e-05 0.000113105 8.65349e-05 8.38273e-05 0.000137627 7.72733e-05 9.70123e-05 0.000119316 5.90807e-05 5.91925e-05
threshold=-0.0043499999999999988 -0.077944999999999987 -0.099864999999999995 0.08351500000000002 1.0000000180025095e-35 -0.014099999999999998 -0.053579999999999996 -0.17307499999999998 0.088185000000000013 0.0057500000000000008 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 -3 -8 -9 -2 -11
right_child=1 6 3 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.00063146132195039879 -0.00038963165958405088 0.00064999723226970968 -0.00085022600638308486 -4.133033823326787e-05 -0.00042018619867733605 0.00081834834689382659 0.00049816229712001437 -0.00049646656532924846 0.00030597221528515115 -5.71688854646286e-05 0.00051173464337610588
leaf_weight=0.0010127364295119826 0.0010072295787537638 0.001119133426252473 0.0010325522586711045 0.0010017961445589006 0.0010563383152210754 0.0010515290937845364 0.0013810301045953373 0.0015775269385765018 0.0012990869469375775 0.0018449800996147448 0.001136161759524355
leaf_count=612 119 411 667 732 147 105 76 617 76 227 121
internal_value=0 4.5201e-05 -5.15534e-05 -0.000451893 8.2042e-05 0.000187307 0.00019151 7.09952e-05 -0.000134083 2.09332e-05 0.00015965
internal_weight=0 0.0135074 0.00813059 0.00203435 0.00609624 0.0050399 0.00537678 0.00425764 0.00287661 0.00398837 0.00298114
internal_count=3910 3298 2118 1399 719 572 1180 769 693 467 348
is_linear=0
shrinkage=0.00196078


Tree=3735
num_leaves=9
num_cat=0
split_feature=11 3 49 0 42 3 52 16
split_gain=2.27696e-05 3.49382e-05 3.81444e-05 7.38195e-05 3.75234e-05 5.54572e-05 3.19606e-05 2.62198e-05
threshold=0.077330000000000024 -0.12008499999999998 -0.00064499999999999985 -0.10783 -0.082904999999999993 -0.075954999999999981 -0.014099999999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 -8
right_child=-2 2 4 -5 5 6 7 -9
leaf_value=0.018764363883749736 -0.013835643921370565 0.001286942702573647 0.019551444699093055 -0.032082754372935555 -0.019402656642821186 0.018439456659941064 0.0074603401815872385 -0.011433133126107485
leaf_weight=0.0010394288926392674 0.0010887493181968846 0.0019646729911831765 0.0012148830620881982 0.0010005326658914823 0.0011491963611873048 0.0012980109637126484 0.001785715183130828 0.0012477759545633485
leaf_count=168 279 244 448 479 1253 310 468 261
internal_value=0 0.00134378 -0.000530546 -0.00997281 0.00365105 0.000126482 0.00530778 -0.000311175
internal_weight=0 0.0107002 0.00966079 0.00296521 0.00669558 0.0054807 0.0043315 0.00303349
internal_count=3910 3631 3463 723 2740 2292 1039 729
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=12
num_cat=0
split_feature=484 160 50 47 42 43 133 15 49 16 2
split_gain=7.66816e-05 5.00806e-05 8.62584e-05 9.74627e-05 8.55353e-05 9.37651e-05 9.56981e-05 9.19484e-05 9.01557e-05 8.48435e-05 2.16167e-05
threshold=-1.0000000180025095e-35 -0.098319999999999991 0.087260000000000018 0.117025 -1.0000000180025095e-35 -0.07526999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.047309999999999998 -0.008734999999999998 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -7 -10 -11
right_child=1 2 -4 -5 5 7 -8 -9 9 10 -12
leaf_value=-0.00050196498997504273 -0.00036175209963329994 -0.00034039036485939713 0.0006130670550970193 -0.00055156698459500055 0.00084628990909873711 0.00065873315180385876 6.9581735296150461e-05 -0.00043504486616774657 -0.00032137189410696933 0.00048126165131237466 7.8650295606423929e-05
leaf_weight=0.0011117269448269332 0.0011246475297075056 0.0015754259177494243 0.0010318271234582453 0.001038375432766415 0.0012963396226181678 0.001053622449380971 0.0011517369559673324 0.0013041412852024398 0.0016561521366631727 0.0010018736309153854 0.0010501210789040077
leaf_count=627 497 759 321 108 196 121 350 409 218 141 163
internal_value=0 3.41135e-05 7.07272e-05 2.04386e-05 7.93079e-05 0.000156969 0.000480875 2.62468e-05 0.000152584 8.76852e-06 0.000275223
internal_weight=0 0.0132843 0.0121596 0.0111278 0.0100894 0.00851399 0.00244808 0.00606591 0.00476177 0.00370815 0.00205199
internal_count=3910 3283 2786 2465 2357 1598 546 1052 643 522 304
is_linear=0
shrinkage=0.00196078


Tree=3737
num_leaves=8
num_cat=0
split_feature=49 42 12 43 2 12 0
split_gain=2.37776e-05 4.5472e-05 4.39021e-05 3.93818e-05 7.58282e-05 6.57671e-05 9.1273e-05
threshold=-0.045004999999999996 0.091955000000000023 0.085185000000000025 0.0016850000000000001 0.10796500000000002 0.088325000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0021450877089766239 0.014154023647847659 -0.020274266414197127 0.023575065350664375 0.014293049960909228 -0.019358012338090608 0.021997434113945655 -0.022064508157823376
leaf_weight=0.0016762486953791247 0.0013464761153021698 0.0012470275043967981 0.0010985982476887769 0.0015972123238038446 0.001996470634529169 0.0014011950909193589 0.0014398265988832745
leaf_count=345 183 758 184 431 374 659 976
internal_value=0 -0.00254641 0.00803786 0.000294688 -0.00332085 0.00432518 -0.00456196
internal_weight=0 0.00902821 0.00277485 0.00778118 0.00618397 0.0041875 0.0027863
internal_count=3910 3381 529 2623 2192 1818 1159
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=11
num_cat=0
split_feature=484 42 43 160 13 13 16 52 13 2
split_gain=9.46064e-05 6.70813e-05 0.000103921 7.17673e-05 5.752e-05 9.84536e-05 0.000104354 0.000158967 8.73813e-05 9.03915e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.17307499999999998 -0.082384999999999986 -0.083514999999999992 -0.0024749999999999993 -0.19424999999999998 -0.072349999999999984 -0.13934999999999997 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 -6 -7 -8 9 -5
right_child=1 2 3 4 5 6 7 -9 -10 -11
leaf_value=-0.00058430071897096116 -0.00044985315509406406 0.00059554741945547543 -0.00040611027416878116 -0.00031069268969962727 -0.00048454337201593654 -0.00042500622221823835 -0.00015958127314778624 0.00072945107703168853 0.00063511434747463716 0.00045978399942980179
leaf_weight=0.00102167999285747 0.0010128957144157442 0.0013167293666402754 0.0013765661911029391 0.0013389171119419386 0.0014943126859980373 0.0010721915430439979 0.0015468106990156761 0.0015462639916677358 0.0014632857299771481 0.0010402568764191402
leaf_count=612 215 164 574 104 991 132 256 268 450 144
internal_value=0 3.5014e-05 7.52851e-05 1.23134e-05 7.29307e-05 -5.27717e-05 0.000102129 0.000284856 0.000258078 2.61863e-05
internal_weight=0 0.0132082 0.0121953 0.0108786 0.00950204 0.00565958 0.00416527 0.00309307 0.00384246 0.00237917
internal_count=3910 3298 3083 2919 2345 1647 656 524 698 248
is_linear=0
shrinkage=0.00196078


Tree=3739
num_leaves=9
num_cat=0
split_feature=42 160 43 12 52 4 1 16
split_gain=2.1592e-05 5.14667e-05 6.5214e-05 5.70955e-05 5.3849e-05 3.1784e-05 6.84461e-05 3.38849e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.090480000000000019 -0.060039999999999989 0.24280000000000004 0.089455000000000021 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 -4
right_child=1 2 5 -5 -6 -7 -8 -9
leaf_value=-0.0095725422863509185 0.0062459316516972315 0.036319855041913984 0.019833693542175089 0.0047324113666008111 -0.024417157884709099 0.014410411570278151 -0.018995328825049514 -0.0047011527521965265
leaf_weight=0.0019849681451606866 0.0010117210457817501 0.0011044247235481477 0.0010896282320909455 0.0011875221028205753 0.0013199137134192272 0.0011460006284121551 0.0017993640275993424 0.0011645020311732619
leaf_count=1060 222 448 228 254 818 210 381 289
internal_value=0 0.00186242 0.00590061 0.0199535 -0.0111121 -0.000293936 -0.00445114 0.00715879
internal_weight=0 0.00982308 0.00749144 0.00229195 0.00233163 0.00519949 0.00405349 0.00225413
internal_count=3910 2850 1810 702 1040 1108 898 517
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=11
num_cat=0
split_feature=484 42 160 1 43 3 42 4 16 2
split_gain=0.000123219 0.000105979 0.000100423 7.43402e-05 6.39307e-05 0.00020535 0.000115651 9.65338e-05 0.000181761 0.000137516
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.082234999999999989 0.087480000000000016 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 -0.00072999999999999985 0.081265000000000018 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 7 8 -6 -9
right_child=1 2 4 -5 6 -7 -8 9 -10 -11
leaf_value=-0.00066868801253967076 -0.00073957653261914967 -0.00037385075800624019 5.0213513756580605e-07 -4.098058310379419e-05 0.0010566388550464578 0.0010357337119242061 -0.00050760153604314422 0.00030307313343082466 -9.845862809564241e-06 -0.00051595471351122601
leaf_weight=0.0010088775794218361 0.0010028927491440463 0.0013804702120879956 0.0017870237870220435 0.0014076243153682468 0.0011529586138326483 0.0012533717561131171 0.0010667184814548494 0.0019680596566918232 0.0013153213358852583 0.001314647428736852
leaf_count=612 753 537 326 237 101 328 553 167 159 137
internal_value=0 4.14369e-05 0.000121455 -0.000331631 0.000190814 0.000427266 8.53674e-05 0.000195354 0.00048832 -2.49284e-05
internal_weight=0 0.0136491 0.0112386 0.00241052 0.0098581 0.0030404 0.00681771 0.00575099 0.00246828 0.00328271
internal_count=3910 3298 2308 990 1771 654 1117 564 260 304
is_linear=0
shrinkage=0.00196078


Tree=3741
num_leaves=9
num_cat=0
split_feature=15 16 47 52 2 4 15 160
split_gain=2.29834e-05 3.73147e-05 5.33713e-05 5.66335e-05 9.6309e-05 0.000120022 6.57307e-05 5.79104e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.10783500000000001 -0.11271999999999999 0.10910500000000002 -0.08422499999999998 -0.0063699999999999989 0.031805000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=0.014161558600492572 -0.015671159886551777 -0.022966294481798044 0.019821510942604322 -0.025315351609874599 0.026993806097799181 -0.023083878423500934 0.020319821752866798 0.010525712392977655
leaf_weight=0.0010368576196738586 0.0015709810671363572 0.0011149298573415248 0.0012952018932786023 0.0018144791440761494 0.0012049640478402962 0.0010170057650515634 0.0017311432067645691 0.0010337747708333879
leaf_count=317 323 586 189 520 254 631 908 182
internal_value=0 -0.00142624 0.00100317 -0.00207573 0.0013488 -0.00417284 0.00597085 -0.00614167
internal_weight=0 0.0107825 0.0092115 0.0079163 0.00680137 0.0055964 0.00378192 0.00205078
internal_count=3910 3593 3270 3081 2495 2241 1721 813
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 160 42 4 2 4 15
split_gain=7.81128e-05 7.97514e-05 9.65261e-05 0.00014815 0.000123442 0.000154256 0.000131177 0.000116622 0.00010324 0.000187887 0.000185678
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 -0.077679999999999985 0.113945 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 9 -9 -11
right_child=1 -3 3 -5 -6 6 7 8 -10 10 -12
leaf_value=-0.00052438419966719448 -0.00046095088080928701 -0.00049718500243568818 -0.00069077131226804906 0.00067990773141507856 0.00068498680301812937 -0.0005180947978214404 0.00062424909425441613 -0.00043286874827527311 -0.00042132467033166289 3.7853381738329279e-05 0.0011258118481775245
leaf_weight=0.0010469588843107893 0.001186360519574014 0.0010198237766591593 0.0011932012369013879 0.0016031875153927925 0.0010227692156868891 0.0012513924254018913 0.0016607987465843957 0.001207494662492618 0.0014279681713308548 0.0013839481967767931 0.0010689428360590543
leaf_count=612 347 481 482 135 215 602 265 310 206 145 110
internal_value=0 3.08274e-05 7.22296e-05 0.000125746 3.87859e-05 -3.31014e-05 6.49834e-05 0.000173095 2.58415e-05 0.000200287 0.000511974
internal_weight=0 0.0140259 0.0130061 0.0118197 0.0102165 0.00919375 0.00800055 0.00674915 0.00508835 0.00366039 0.00245289
internal_count=3910 3298 2817 2470 2335 2120 1638 1036 771 565 255
is_linear=0
shrinkage=0.00196078


Tree=3743
num_leaves=9
num_cat=0
split_feature=13 1 13 39 48 51 4 2
split_gain=2.37277e-05 5.10765e-05 7.09715e-05 4.87002e-05 7.40805e-05 7.8137e-05 6.7532e-05 9.52625e-05
threshold=-0.45122499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.005105000000000001 0.11339500000000001 0.085845000000000019 -0.034289999999999994 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8
right_child=1 3 -4 -5 -6 -7 7 -9
leaf_value=0.014256910677544197 -0.026306416790589527 -0.010683143480393327 0.0044955892673017236 0.022185697153129284 -0.024501773904463148 -0.019800345240207993 0.0034354316513634364 0.038017798585534078
leaf_weight=0.0010546489207651786 0.0016666876729931573 0.0011605593269624777 0.0013571616962967212 0.0011143886269894994 0.0010701487220950712 0.0010884242897358943 0.00197995780096762 0.0013327040168205108
leaf_count=112 1567 611 408 351 100 214 348 199
internal_value=0 -0.00145975 -0.0124819 0.00284293 -0.00040738 0.00422876 0.0100755 0.0173481
internal_weight=0 0.01077 0.00302385 0.00774618 0.00663179 0.00556165 0.00447322 0.00331266
internal_count=3910 3798 1975 1823 1472 1372 1158 547
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=10
num_cat=0
split_feature=484 42 160 15 1 1 43 13 12
split_gain=9.71884e-05 5.22614e-05 8.66026e-05 5.35367e-05 0.000145001 0.000155431 9.32262e-05 0.000179867 5.27393e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.080184999999999992 -0.031229999999999997 0.11052000000000002 0.094385000000000011 -0.082884999999999986 -0.09547499999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 5 -4 -5 -8 -2
right_child=1 2 3 6 -6 -7 7 -9 -10
leaf_value=-0.00059227763002852446 6.6608225500559777e-05 -0.00030582652386589607 0.00018811373003110523 0.00049614889794975272 -0.00012911484579952159 0.0010807648906653328 0.00026095699614610735 -0.00066575388571692043 -0.00051535721505282302
leaf_weight=0.001019320671222069 0.001187556442702461 0.0017607472857669943 0.0017525356733445185 0.0011310607797913462 0.0018163655148098808 0.0013109253515660021 0.0017837036920309154 0.0014679054780205015 0.0012073548397846304
leaf_count=612 161 569 306 152 353 166 124 638 829
internal_value=0 3.57529e-05 9.27908e-05 0.000168566 0.000309839 0.0005701 1.12673e-05 -0.000157397 -0.00022678
internal_weight=0 0.0134182 0.0110232 0.0092625 0.00487983 0.00306346 0.00438267 0.00325161 0.00239491
internal_count=3910 3298 2308 1739 825 472 914 762 990
is_linear=0
shrinkage=0.00196078


Tree=3745
num_leaves=9
num_cat=0
split_feature=0 4 0 42 0 16 49 16
split_gain=2.4157e-05 4.2812e-05 3.57114e-05 5.00449e-05 6.93098e-05 4.20682e-05 6.24742e-05 5.58371e-05
threshold=-1.0000000180025095e-35 -0.48072499999999996 -0.053834999999999994 0.091230000000000019 -0.082604999999999998 -0.30307999999999996 -0.0019649999999999997 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.014760277633909162 -0.0053898355189441801 0.022442488193676526 -0.019809110508472963 0.017334645781757339 -0.027690850783792926 -0.0089439140238118959 0.029554443240362868 0.0014944917675947685
leaf_weight=0.0013953773905814471 0.0010437060930019771 0.0011747122791685956 0.0010314662808946573 0.0013792028989810679 0.0010140718780844203 0.0019261976372953794 0.0013096127651860648 0.0015467452253252027
leaf_count=308 187 207 256 734 781 377 535 525
internal_value=0 0.00934813 -0.00222983 -0.00011433 -0.0034605 0.00051677 0.00497406 0.0143597
internal_weight=0 0.00221842 0.00960267 0.00857121 0.007192 0.00617793 0.00478256 0.00285636
internal_count=3910 394 3516 3260 2526 1745 1437 1060
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=8
num_cat=0
split_feature=49 42 457 52 42 52 4
split_gain=2.24594e-05 5.08837e-05 3.84341e-05 3.38404e-05 4.08466e-05 4.01188e-05 6.11588e-05
threshold=-0.045004999999999996 0.091955000000000023 0.084715000000000013 -0.074484999999999982 -1.0000000180025095e-35 0.11401500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0022254998501086195 -0.011578882415720932 -0.021236766713700894 0.021641723917586966 -0.012002673276093397 0.025253542854850271 -0.0085940342581317993 -0.00064200752479749799
leaf_weight=0.001601506337086431 0.0017778190342404247 0.0012451605680053142 0.00116587871158512 0.0012436641644418267 0.0019819286784409336 0.0010793248041065235 0.0016894821019023281
leaf_count=371 685 758 158 815 528 278 317
internal_value=0 -0.00246916 0.00782958 0.000537537 0.00413102 0.00835456 0.0133371
internal_weight=0 0.00901738 0.00276739 0.00777222 0.0059944 0.00475074 0.00367141
internal_count=3910 3381 529 2623 1938 1123 845
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=9
num_cat=0
split_feature=52 0 2 160 133 133 52 2
split_gain=2.17392e-05 5.65178e-05 6.33811e-05 4.43304e-05 6.34023e-05 5.41666e-05 9.46885e-05 3.50474e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.096970000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08845500000000002 0.048490000000000012 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 -6
right_child=3 2 -4 4 5 -7 -8 -9
leaf_value=-0.010006160083065263 -0.018682588825843366 0.0024625441516245715 0.034345277310583809 -0.022201460251047748 0.0085851825218736973 -0.014487316888511084 0.029020224693258902 -0.015769319288007521
leaf_weight=0.0014561378638895876 0.0014886372350946088 0.0016495075350864835 0.0010024442568942857 0.0010220039289833586 0.0013338082716310002 0.0011101667986404109 0.0016338989694483705 0.001060823631138925
leaf_count=128 924 598 464 742 211 464 202 177
internal_value=0 0.00582287 0.0145143 -0.00319587 0.000546256 0.00507041 0.0104601 -0.00220388
internal_weight=0 0.00410809 0.00265195 0.00764934 0.0061607 0.0051387 0.00402853 0.00239463
internal_count=3910 1190 1062 2720 1796 1054 590 388
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=9
num_cat=0
split_feature=1 0 133 151 4 3 15 2
split_gain=2.17649e-05 5.70722e-05 7.59445e-05 3.74005e-05 6.63559e-05 4.68126e-05 5.15136e-05 3.00717e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -0.086769999999999986 0.27223000000000003 -0.074234999999999982 -0.074174999999999977 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 -8
right_child=3 2 -4 4 -6 6 7 -9
leaf_value=-0.025797890464895452 0.020638720631876186 0.016107967453489549 -0.017699104174164534 0.008575445346499842 0.02054349576977935 0.0021423793188969642 -0.0090426427968005631 -0.033152517952244387
leaf_weight=0.0010732056790700171 0.0010374209450944921 0.0015330568655095185 0.0011728180091736325 0.0018435425699064446 0.0013087376203286113 0.0016765194522531872 0.0010062907325921648 0.0010646742311138241
leaf_count=1044 186 435 529 721 383 229 223 160
internal_value=0 -0.00628456 0.00145484 0.00293578 0.000274042 -0.0044706 -0.0108885 -0.0214374
internal_weight=0 0.00377908 0.00270587 0.00793719 0.00689976 0.00559103 0.00374748 0.00207096
internal_count=3910 2008 964 1902 1716 1333 612 383
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=11
num_cat=0
split_feature=484 474 160 42 43 3 42 0 15 2
split_gain=0.000113651 5.57129e-05 8.20885e-05 8.50168e-05 7.14765e-05 0.000136714 0.000115535 9.82466e-05 0.000176152 4.92491e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.078965000000000021 -0.16443499999999997 -1.0000000180025095e-35 0.11005500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 9 -9 -6
right_child=1 -3 3 4 6 -7 -8 8 -10 -11
leaf_value=-0.00064152624784312787 -0.00045039539383053375 0.00046839104241862565 -0.00030504457502536915 5.9151203517822884e-05 0.00013169895645854659 0.00097750535382072254 -0.00052695789262213722 0.0010182672503349466 1.5804195226928258e-05 -0.00047574664305098451
leaf_weight=0.0010101471151692252 0.0013628566573224985 0.0010764607662688214 0.0019911527891224362 0.0016115853545823795 0.0010379349098821322 0.0010162316763704564 0.001168205092040497 0.0010806932576751154 0.0017904604962003714 0.0010149192192357437
leaf_count=612 556 318 844 235 72 232 608 159 205 69
internal_value=0 4.09624e-05 2.855e-06 6.05251e-05 0.000144 0.000414298 2.74099e-05 0.000158932 0.000393128 -0.000168619
internal_weight=0 0.0131505 0.012074 0.0107112 0.00872003 0.00262782 0.00609221 0.00492401 0.00287115 0.00205285
internal_count=3910 3298 2980 2424 1580 467 1113 505 364 141
is_linear=0
shrinkage=0.00196078


Tree=3750
num_leaves=9
num_cat=0
split_feature=124 13 43 4 13 4 1 4
split_gain=2.10034e-05 3.10963e-05 5.15131e-05 4.72535e-05 0.000107826 0.000101917 7.93287e-05 4.16332e-05
threshold=-0.061329999999999989 0.17936000000000002 -0.083899999999999988 -0.034289999999999994 -0.09547499999999999 -1.0000000180025095e-35 0.094695000000000015 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 -8
right_child=1 -3 3 5 -6 6 7 -9
leaf_value=0.01358915867594244 0.01645043542069019 -0.017069820277716134 0.0076250257425972169 0.030107693726763626 -0.032156233469280919 -0.025121473790266288 0.020571550980085028 -0.0045621710512893593
leaf_weight=0.001031137953023272 0.0016702422846130412 0.0011265450639390039 0.0012828555308926762 0.0010776010963953276 0.001453104212192932 0.0012775531950776752 0.001060071858716635 0.0017422296818047106
leaf_count=310 701 196 123 384 1281 477 137 301
internal_value=0 -0.00135537 0.000495699 -0.00288031 -0.0135033 0.00275505 -0.00446953 0.00494557
internal_weight=0 0.0106902 0.00956366 0.00789342 0.00273596 0.00515746 0.00407985 0.0028023
internal_count=3910 3600 3404 2703 1404 1299 915 438
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=9
num_cat=0
split_feature=1 52 52 16 47 3 4 4
split_gain=2.23758e-05 6.87573e-05 5.77499e-05 7.07112e-05 5.46635e-05 5.91715e-05 7.66654e-05 0.000132216
threshold=0.12811000000000003 0.11588000000000002 0.091210000000000013 0.10994000000000002 0.09252500000000001 -0.089974999999999986 -0.077679999999999985 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.012906485207942551 0.011332513629202935 -0.025130974598844297 0.023035267823050206 -0.023376338557669823 -0.019071179287280717 0.034797641751134346 -0.017772185741188214 0.022116014240044245
leaf_weight=0.0012678421316902775 0.0015073082856619643 0.0011170270319303529 0.001065316514035553 0.0012714200668319867 0.0010123507833665396 0.0010776444156785601 0.0015126146405830859 0.001844066033252567
leaf_count=450 338 565 266 552 175 521 707 336
internal_value=0 -0.0017233 0.00116547 -0.00175194 0.00234273 0.00614451 0.0115915 0.00414127
internal_weight=0 0.0101683 0.00905125 0.00798594 0.00671452 0.00570217 0.00443433 0.00335668
internal_count=3910 3572 3007 2741 2189 2014 1564 1043
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=8
num_cat=0
split_feature=49 42 2 43 52 0 16
split_gain=2.15286e-05 4.44128e-05 3.81077e-05 3.48023e-05 6.10532e-05 6.20055e-05 5.22005e-05
threshold=-0.045004999999999996 0.091955000000000023 0.10251500000000001 0.0016850000000000001 -0.074484999999999982 -0.083934999999999996 -0.19424999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.0014470185966883303 -0.02054820509715298 -0.020145927292612345 0.022877011613392041 0.013613581294174545 -0.0047711397770801274 -0.012656271224872777 0.022538023058501732
leaf_weight=0.0017110927899740076 0.0015002546203128284 0.0012200127518995412 0.0010328717221337797 0.0015811402804945373 0.0011735346531959623 0.0016707912485349826 0.0017343735450350763
leaf_count=328 628 758 201 431 190 666 708
internal_value=0 -0.00242526 0.00770893 0.000397085 -0.00304054 0.00269602 0.011517
internal_weight=0 0.00888011 0.00274396 0.00766009 0.00607895 0.0045787 0.00290791
internal_count=3910 3381 529 2623 2192 1564 898
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=12
num_cat=0
split_feature=484 133 484 133 15 4 12 12 1 16 43
split_gain=0.000116819 6.12796e-05 9.53847e-05 0.000127544 9.61218e-05 0.000111474 0.000119254 8.81266e-05 8.5182e-05 7.34792e-05 0.000131033
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 0.065880000000000008 1.0000000180025095e-35 -0.0010999999999999996 0.085845000000000019 0.086865000000000012 0.095575000000000007 -0.42360999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 -7 -10 -11
right_child=1 -3 -4 -5 7 8 -8 -9 9 10 -12
leaf_value=-0.00064844295149443082 0.00080551078326995232 -0.00042418665216270883 -0.00043971948469753274 0.00066742704626563429 -0.00070893147123148883 -0.00050954233026319817 -3.5135842761119213e-05 5.2280832903789457e-05 -0.00027140313628358015 -0.00019030201080276387 0.00076241110559916673
leaf_weight=0.001014038435088971 0.0016685567872130038 0.0010024752975056938 0.0012228465978685 0.0015076161599919006 0.0010606413388845014 0.0010604439398866801 0.001061558672939663 0.0013031590717222253 0.001171346894197746 0.0010075966498419076 0.0012357088162943831
leaf_count=612 218 481 341 424 307 284 290 571 170 93 119
internal_value=0 4.1975e-05 7.99698e-05 0.000137343 5.38271e-05 0.000166388 0.00047864 -0.000289276 -2.41063e-05 0.000126649 0.000334493
internal_weight=0 0.013302 0.0122995 0.0110766 0.00956901 0.00720521 0.00273012 0.0023638 0.0044751 0.00341465 0.00224331
internal_count=3910 3298 2817 2476 2052 1174 508 878 666 382 212
is_linear=0
shrinkage=0.00196078


Tree=3754
num_leaves=10
num_cat=0
split_feature=52 0 52 12 0 16 48 4 13
split_gain=2.31359e-05 5.61141e-05 4.96015e-05 4.18636e-05 4.80432e-05 5.33722e-05 6.80252e-05 3.30257e-05 2.09163e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.24456499999999998 0.10214500000000001 -0.077944999999999987 -0.083564999999999987 0.084905000000000022 -0.23071499999999998 -0.082709999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -6 -2
right_child=3 2 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.0098302267629675633 0.021864687643014885 -0.002428738618106462 0.0257044458495094 -0.020460815361053153 0.00031078171957939498 -0.023887571778460147 -0.019823545186445087 0.025412674251336483 0.0014530049484044725
leaf_weight=0.0014400449381201125 0.0010030768763733926 0.0010280597667125086 0.0016052338545557679 0.0011974218167018187 0.0010974556082473969 0.0012162770685989607 0.0010437125105690042 0.0010032859000670151 0.0010050371626691276
leaf_count=128 402 427 635 354 104 828 165 452 415
internal_value=0 0.00604143 0.014721 -0.00330608 -8.07767e-05 -0.0061741 0.000885438 0.0122991 0.0116489
internal_weight=0 0.00407334 0.00263329 0.00756627 0.00636885 0.0042681 0.00305183 0.00210074 0.00200811
internal_count=3910 1190 1062 2720 2366 1810 982 556 817
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=12
num_cat=0
split_feature=484 457 11 48 0 13 12 12 43 15 3
split_gain=0.000120679 6.13582e-05 9.09061e-05 0.000175927 0.000115965 7.47798e-05 0.000126971 0.000116102 0.000100513 7.33467e-05 0.000106209
threshold=-0.0043499999999999988 -0.0034949999999999994 0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.094679999999999986 0.051320000000000005 0.097345000000000015 0.070805000000000021 -0.038029999999999987 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 9 -8 -3 -7 -11
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=-0.00064741514821182501 -0.00041844647299252459 -0.00013950295349937557 -0.00047552771676179245 9.3566267732881619e-05 0.00083682377016048009 -0.00028868875652967706 -0.00077324687634574619 1.9446135149188722e-05 0.0007041737511808056 -7.8004648598236148e-05 0.00079022463181072273
leaf_weight=0.0010400436391019017 0.0010141643992397304 0.0010600841909423669 0.0010293056168023959 0.0014195663633702615 0.0018704930660623465 0.0010487571453714822 0.0016363541272113615 0.0012553457286881562 0.0011128456680606195 0.0011173785347958882 0.0010514009158326121
leaf_count=612 197 155 223 70 449 247 1272 384 89 104 108
internal_value=0 4.55383e-05 8.28795e-05 0.000132548 0.000516129 -1.98287e-05 -0.000130945 -0.000429123 0.000292578 0.000137036 0.000342904
internal_weight=0 0.0136157 0.0126015 0.0115722 0.00329006 0.00828217 0.00610924 0.0028917 0.00217293 0.00321754 0.00216878
internal_count=3910 3298 3101 2878 519 2359 2115 1656 244 459 212
is_linear=0
shrinkage=0.00196078


Tree=3756
num_leaves=11
num_cat=0
split_feature=484 474 1 160 12 42 1 43 3 15
split_gain=0.00010476 5.13818e-05 6.8047e-05 7.47369e-05 6.90824e-05 0.000115531 8.46155e-05 9.62414e-05 0.00011473 4.23521e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.12811000000000003 -0.080734999999999987 0.10852500000000001 -1.0000000180025095e-35 0.11052000000000002 -0.072649999999999978 0.096385000000000012 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 9 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.0006128721329615054 -0.00053699740651762999 0.00044829791950983308 0.00038732343654045517 -0.00048276681387704798 -0.00047818211233769867 0.00061561276542735732 -0.00035272836781703531 0.00012927603976997589 0.00052938989048256931 -0.00037092138393202714
leaf_weight=0.0010260096461768486 0.0011083030956455806 0.0010758579956316626 0.0015287965629888932 0.0012728724049962002 0.0010271198354169465 0.0018886567837716845 0.0010553463697651061 0.0011271757500768878 0.0014264811198443361 0.0015399268373786333
leaf_count=612 510 318 284 719 162 314 177 153 111 550
internal_value=0 3.78342e-05 9.56376e-07 -5.559e-05 1.54959e-06 6.08414e-05 0.000159163 0.000249467 8.05382e-05 -0.000159527
internal_weight=0 0.0130505 0.0119747 0.0104459 0.00933758 0.00831046 0.00703759 0.00598224 0.00409358 0.0026671
internal_count=3910 3298 2980 2696 2186 2024 1305 1128 814 703
is_linear=0
shrinkage=0.00196078


Tree=3757
num_leaves=11
num_cat=0
split_feature=484 133 15 42 16 42 0 12 2 4
split_gain=0.000104845 0.000102698 0.000112939 0.000231671 9.16401e-05 0.000132534 0.000130096 0.000109268 0.000121514 0.000140546
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.20277000000000003 0.083970000000000017 -0.017269999999999997 -0.0089849999999999982 0.11230000000000001 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -6 -2 9 -9
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11
leaf_value=-0.00061564510952432435 -0.00036503002592347812 -0.00056992879281562894 -0.00066405281881644134 0.00045013085185632097 0.0001221517004653145 -0.00041482921635611539 0.0010574710980208099 0.00019191908651156343 -0.00016546187776537584 0.0010048599876876819
leaf_weight=0.0010257511267397915 0.0010033270316458839 0.0010015881877037331 0.0019100860698184141 0.0011491542903292254 0.001326249529586195 0.0016244975523816742 0.0010049998138018101 0.0018745749929371769 0.0012751450591269096 0.0014501582457495804
leaf_count=612 276 481 609 417 260 526 131 305 152 141
internal_value=0 3.44096e-05 8.23799e-05 -0.000245528 0.000187323 7.82892e-05 0.000525367 0.000221256 0.000349136 0.000546502
internal_weight=0 0.0136198 0.0126182 0.00305924 0.00955895 0.0072277 0.00233125 0.00560321 0.00459988 0.00332473
internal_count=3910 3298 2817 1026 1791 1400 391 874 598 446
is_linear=0
shrinkage=0.00196078


Tree=3758
num_leaves=12
num_cat=0
split_feature=484 15 3 52 43 0 47 52 49 0 2
split_gain=0.000122645 7.34062e-05 9.10286e-05 7.63236e-05 7.02949e-05 0.000114118 0.000101839 9.73326e-05 5.81508e-05 0.000117274 7.12528e-05
threshold=-0.0043499999999999988 -0.031229999999999997 -0.10315499999999998 -0.091329999999999981 -0.078844999999999985 -0.10462499999999998 0.078345000000000012 -0.072349999999999984 -0.006494999999999999 -0.083424999999999985 0.093815000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 7 -6 -5 -10 -11
right_child=1 3 4 8 5 -7 -8 -9 9 10 -12
leaf_value=-0.00066421405474000592 0.000721128530263004 0.00028133271731553051 -0.00038194495622503633 -0.000606294827797647 -0.00020039572608356016 0.00068764840327210583 -0.00048869062191647108 0.00063677204012838366 0.00031280341960131155 -0.00073491132102243269 -9.0541067393142512e-05
leaf_weight=0.001026476918619572 0.0010361899195317596 0.0015648032303592621 0.0010025184940116987 0.0011285023755669569 0.0010033410067168957 0.0012801927575912895 0.001100123071957523 0.0011412944205236803 0.0016111572496290095 0.0011171061824907995 0.0016115584774770817
leaf_count=612 165 297 480 176 51 477 92 171 536 637 216
internal_value=0 3.8672e-05 0.000187807 -0.000100508 8.78295e-05 0.00019191 -3.68e-06 0.000245114 -0.000209775 -0.000106666 -0.000354344
internal_weight=0 0.0135968 0.00656366 0.00703313 0.00552747 0.00452495 0.00324476 0.00214464 0.00546832 0.00433982 0.00272866
internal_count=3910 3298 1436 1862 1271 791 314 222 1565 1389 853
is_linear=0
shrinkage=0.00196078


Tree=3759
num_leaves=11
num_cat=0
split_feature=11 48 43 42 1 2 15 3 2 52
split_gain=4.36462e-05 5.92269e-05 0.000177324 5.4331e-05 9.7549e-05 7.52644e-05 7.32009e-05 0.000151741 7.64298e-05 5.20995e-05
threshold=0.079700000000000007 0.016865000000000002 -0.044024999999999988 0.084100000000000022 0.08844500000000001 0.11260500000000001 0.084050000000000014 -0.016619999999999996 0.084235000000000018 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -9 -4
right_child=-2 2 9 4 -6 -7 -8 8 -10 -11
leaf_value=0.00062266330128189849 -0.00039077241361633146 0.00092080350019824034 -0.000330461997274966 -0.00075379110880135082 3.2943620135684482e-05 0.00041957125633932562 -0.00055868074139059007 8.2124904953591448e-05 -0.00059449253518318332 0.00020137684995843151
leaf_weight=0.0011652395017867109 0.001076096746770284 0.0010265462900720087 0.0012452728121157414 0.0010908351698540497 0.0013631152668943385 0.0014464369886543847 0.0010134486345614825 0.0013927938378610239 0.0011904673161105134 0.0016418534207487592
leaf_count=451 254 333 146 929 505 234 565 116 137 240
internal_value=0 2.06669e-05 0.000220857 -6.97798e-05 -0.000316777 2.78495e-05 -9.11356e-05 3.52704e-05 -0.000229687 -2.80154e-05
internal_weight=0 0.012576 0.00391367 0.00866234 0.00245395 0.00620839 0.00476195 0.0037485 0.00258326 0.00288713
internal_count=3910 3656 719 2937 1434 1503 1269 704 253 386
is_linear=0
shrinkage=0.00196078


Tree=3760
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 15 0 43 4
split_gain=0.000122751 7.38943e-05 0.000109691 9.847e-05 0.000128253 0.000161028 0.000132242 9.56522e-05 0.00022622 0.000202865 2.93847e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.078965000000000021 -1.0000000180025095e-35 -0.14733499999999997 0.052855000000000006 -0.045299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 8 -6 -9 -4
right_child=1 -3 3 4 6 -7 -8 9 -10 -11 -12
leaf_value=-0.00066050867125622712 -0.00051661588770903681 0.00052343721979114012 -9.4314828739859431e-05 0.00012303734010066122 -3.5913685376962825e-05 0.001112215766594661 -0.00060497645126085541 -0.0007564209943052004 0.001113439386721551 0.00043864757608013766 -0.00056302945846613479
leaf_weight=0.0010340485193564191 0.0014161033404443421 0.0011171886144940241 0.0010544982088683203 0.0015976502721147378 0.0018680692315723446 0.0010476017973982078 0.0011376320178420676 0.001121770637306617 0.0010167290999540239 0.0010641924785677048 0.0010037089963850308
leaf_count=612 556 318 554 235 132 232 608 192 147 34 290
internal_value=0 4.05622e-05 -3.19706e-06 6.34327e-05 0.000153241 0.000514783 -8.03592e-07 0.000134743 0.000369169 -0.000174626 -0.000322889
internal_weight=0 0.0134451 0.012328 0.0109119 0.00885365 0.00264525 0.00620839 0.00507076 0.0028848 0.00218596 0.00205821
internal_count=3910 3298 2980 2424 1580 467 1113 505 279 226 844
is_linear=0
shrinkage=0.00196078


Tree=3761
num_leaves=11
num_cat=0
split_feature=158 457 16 15 47 48 15 13 2 15
split_gain=7.43403e-05 6.12524e-05 0.000107931 0.000100345 0.00014359 9.90485e-05 0.000178563 7.69993e-05 7.02611e-05 6.78417e-05
threshold=0.084965000000000027 -0.0034949999999999994 -0.50388999999999984 -0.14097499999999996 0.10783500000000001 0.016865000000000002 -0.0063699999999999989 0.0024700000000000004 0.093240000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 9 -7 -8
right_child=-2 2 3 4 -6 8 7 -9 -10 -11
leaf_value=-0.00042807579269763028 -0.00051679230278869773 0.00061697711279740119 -0.00051344175165393962 -0.00090355679300163291 0.00067817597654326557 0.00068784607175328722 0.00040043835858117872 -0.00039307434075363054 -1.5046013850979642e-05 -0.00014232179280881536
leaf_weight=0.0010028790765526522 0.0010027111073860609 0.0012693358627816993 0.0012348905379789251 0.0010007997352326787 0.0013297396864679562 0.0011040274452186541 0.0019634638175683511 0.0013557613115742408 0.0010832125248274376 0.0016125753518728952
leaf_count=303 423 199 335 574 129 144 199 347 214 1043
internal_value=0 3.73742e-05 7.64237e-05 1.22049e-05 8.08975e-05 -1.69153e-05 -0.000148409 4.83122e-06 0.000339745 0.000155687
internal_weight=0 0.0129567 0.0119538 0.0106845 0.00944958 0.00811984 0.0059326 0.0049318 0.00218724 0.00357604
internal_count=3910 3487 3184 2985 2650 2521 2163 1589 358 1242
is_linear=0
shrinkage=0.00196078


Tree=3762
num_leaves=10
num_cat=0
split_feature=1 0 15 3 12 52 4 16 42
split_gain=2.37168e-05 5.77841e-05 4.24188e-05 7.58764e-05 6.10094e-05 7.58938e-05 7.35875e-05 7.3201e-05 4.02551e-05
threshold=0.076710000000000014 0.047345000000000005 0.079360000000000014 -0.10315499999999998 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094359999999999986 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 6 -5 -8 -1
right_child=2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.029478964780459513 0.028264957953150916 0.007854212291004822 -0.01572007257809353 0.020391402879442203 -0.021266205386042514 0.02979487165747545 -0.031314629242569884 0.0031403045566813178 -0.002466056361794141
leaf_weight=0.0011958524658712425 0.0012390311852747173 0.0016127109444382687 0.0010524140561163726 0.0011326603578055115 0.0010149510975894904 0.0010282412968876577 0.0010035322245697945 0.0015992935220540971 0.0010241100009763544
leaf_count=892 286 95 496 249 332 169 201 169 1021
internal_value=0 -0.00655194 0.00300155 0.00580914 0.000994297 0.00573708 -0.000885142 -0.010144 -0.0170174
internal_weight=0 0.00383267 0.00807012 0.00701771 0.00577868 0.00476373 0.00373549 0.00260283 0.00221996
internal_count=3910 2008 1902 1406 1120 788 619 370 1913
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=9
num_cat=0
split_feature=11 48 51 42 2 52 13 4
split_gain=2.21224e-05 3.38684e-05 6.7464e-05 5.63139e-05 8.96275e-05 8.35516e-05 0.000115744 0.000142683
threshold=0.077330000000000024 0.096835000000000018 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.084240000000000023 -0.083514999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.037591710145817553 -0.013489254325148192 0.014937872541613726 -0.024413888975484348 -0.013290627091436481 0.032188195223903475 -0.021188389012040475 0.020000818037540377 -0.024656601985932218
leaf_weight=0.0010032368116530853 0.0011128105834476458 0.0015614325080048558 0.0010845945375901897 0.0018293911709440225 0.001127177448866608 0.0012714015132578656 0.0014602378099858424 0.0014027553555270049
leaf_count=321 279 339 378 1139 229 505 469 251
internal_value=0 0.00132274 -0.000993367 0.0021449 0.00665224 0.00104975 0.00836271 -0.00187958
internal_weight=0 0.0107402 0.00917879 0.0080942 0.00626481 0.00513763 0.00386623 0.00286299
internal_count=3910 3631 3292 2914 1775 1546 1041 720
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=10
num_cat=0
split_feature=158 156 50 1 15 43 2 4 0
split_gain=2.44785e-05 4.25248e-05 5.52898e-05 4.7586e-05 7.32362e-05 6.51085e-05 5.46115e-05 7.42915e-05 0.000110991
threshold=1.0000000180025095e-35 0.084330000000000016 0.088425000000000017 0.12730000000000002 -0.11739999999999999 -0.15648499999999999 0.10457000000000001 0.0057500000000000008 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.021573691611679022 -0.014883947032029844 -0.016990599282356886 -0.018405048732085972 0.025893623547239147 0.029849788315122652 -0.022955924766176194 -0.011539068123636793 0.029591722626819774 0.019859726600694478
leaf_weight=0.0010219285650051044 0.0010177101536836411 0.0011325054263401123 0.0010298778011518213 0.0010655434191127544 0.0010638015434786714 0.0011501960054729342 0.0017857247896376151 0.001249268264927033 0.0012783998036058003
leaf_count=239 488 506 628 211 156 506 348 200 628
internal_value=0 0.00134066 0.00349315 0.00611101 0.00331881 0.00721598 0.00280901 0.00977547 -0.000417996
internal_weight=0 0.0107772 0.00964474 0.00861486 0.00754932 0.00652739 0.00546359 0.00367786 0.0024286
internal_count=3910 3422 2916 2288 2077 1838 1682 1334 1134
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=9
num_cat=0
split_feature=1 0 15 15 3 16 12 42
split_gain=2.45389e-05 4.75029e-05 4.0183e-05 5.93112e-05 8.19903e-05 0.000107121 7.05239e-05 3.33109e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.017214999999999998 0.086245000000000016 -0.072359999999999994 0.090715000000000018 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 -6 -2 -1
right_child=2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.027652468766391259 0.032927319336670112 0.006487210246632933 -0.011022923673610598 0.028510051457727364 0.0053608468437653101 -0.035177057062291052 -0.00076582062305681486 -0.0029299613765929877
leaf_weight=0.0011791104456208078 0.0012110282006573647 0.0015876564927001426 0.0016081834807583134 0.0010400936802141807 0.0018086196847155191 0.0010191934078990217 0.0012755725390396818 0.0010134304673504227
leaf_count=892 449 95 571 298 237 88 259 1021
internal_value=0 -0.0066862 0.00309805 0.00667175 0.00239774 -0.00924972 0.0156435 -0.0162253
internal_weight=0 0.0037802 0.00796269 0.00635451 0.00531441 0.00282781 0.0024866 0.00219254
internal_count=3910 2008 1902 1331 1033 325 708 1913
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=8
num_cat=0
split_feature=4 15 16 2 13 13 2
split_gain=2.46763e-05 5.14936e-05 5.12957e-05 7.35289e-05 6.03434e-05 5.0645e-05 5.73221e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.19424999999999998 0.11043500000000002 -0.084184999999999996 0.0024700000000000004 0.084235000000000018
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.022272284851536508 0.022361073946825447 -0.0064464278900856478 -0.021903981592780352 0.019476900668855199 0.021241499585836092 -0.015524607702030813 -0.0041790010671558875
leaf_weight=0.0011418893369846703 0.0013166555085020806 0.0011735693902950777 0.0015088301161408921 0.0016120802866112756 0.0016014533366604947 0.0013557541712726313 0.0019885283787516948
leaf_count=148 348 201 748 412 630 477 946
internal_value=0 0.00878495 -0.00243512 0.000372968 -0.00439839 0.000942156 0.00716082
internal_weight=0 0.00249022 0.00920854 0.00806665 0.00645457 0.00494574 0.00358998
internal_count=3910 549 3361 3213 2801 2053 1576
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=9
num_cat=0
split_feature=49 42 3 0 4 4 2 0
split_gain=2.22859e-05 4.16991e-05 5.50261e-05 0.000110662 5.96039e-05 0.00015622 6.53442e-05 3.80516e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -0.077944999999999987 -1.0000000180025095e-35 0.074650000000000008 0.091615000000000016 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 6 -6 -4 -1
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=0.017790926944786244 0.013276630197654552 -0.041976110534252438 0.03009360908181502 0.0031015456539081904 -0.039424665585097829 0.0085077699413427851 -0.0029661058072495382 -0.006032455177232332
leaf_weight=0.0016016973087314994 0.001414270742376625 0.0010603145273584776 0.0010687938053375453 0.0011196947832067298 0.0010950127702174419 0.001793835890069188 0.0013569205256480255 0.0011531388805024773
leaf_count=218 529 1107 306 391 291 410 347 311
internal_value=0 -0.00247262 -0.0054446 -0.0188234 4.33006e-05 -0.00966093 0.0116003 0.00781877
internal_weight=0 0.00890884 0.00749457 0.00218001 0.00531456 0.00288885 0.00242571 0.00275484
internal_count=3910 3381 2852 1498 1354 701 653 529
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=11
num_cat=0
split_feature=484 1 2 42 160 1 15 1 1 42
split_gain=0.000136207 6.1135e-05 9.71906e-05 7.34409e-05 8.13156e-05 8.76202e-05 0.000126584 0.000142651 0.000139956 6.68265e-05
threshold=-0.0043499999999999988 0.13562500000000002 0.12663500000000003 -1.0000000180025095e-35 -0.082234999999999989 0.11052000000000002 -0.021529999999999997 0.094385000000000011 0.083930000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 9 -8
right_child=1 -3 -4 4 5 -7 8 -9 -10 -11
leaf_value=-0.00069765216313179051 -0.00030957398046290807 0.00050501473595780417 -0.00057120336280785022 -0.00035319755026743467 0.00022395112334886038 -0.00024963160019430815 0.00052722568912016456 0.0010889458355846555 -0.00054130416883535373 -0.0001020289586805501
leaf_weight=0.0010399484100199743 0.0017944258437231778 0.0010015144681228419 0.0010436488256116505 0.0012039819186717296 0.0017562230890991542 0.0014287054606032653 0.0016896785198989009 0.0012581191865616887 0.0011035868685298766 0.0010533864409925479
leaf_count=612 924 230 184 482 320 196 96 166 359 341
internal_value=0 3.91175e-05 1.28002e-06 5.42093e-05 0.000122969 0.000192127 0.000284116 0.000584981 4.83511e-05 0.000285581
internal_weight=0 0.0133333 0.0123318 0.0112881 0.00949368 0.0082897 0.00686099 0.00301434 0.00384665 0.00274306
internal_count=3910 3298 3068 2884 1960 1478 1282 486 796 437
is_linear=0
shrinkage=0.00196078


Tree=3769
num_leaves=8
num_cat=0
split_feature=13 133 43 2 13 2 52
split_gain=2.08225e-05 4.42231e-05 6.53902e-05 6.57215e-05 5.85429e-05 9.08323e-05 5.1489e-05
threshold=-0.45122499999999993 0.087895000000000015 -0.06705499999999999 0.086650000000000019 -0.0041499999999999983 0.085255000000000011 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7
right_child=1 -3 4 -5 5 6 -8
leaf_value=0.013458624993275652 -0.00092185099156130994 -0.020632341749332952 -0.021566413200702361 0.026939673211684247 0.023856734367512664 -0.021155435716960574 0.0039068029943140903
leaf_weight=0.0010387812054534458 0.0018406647946415092 0.0010721804677191167 0.0016381744667914935 0.0015677398007800513 0.0012162595776718226 0.0015777453361146506 0.0017062314722541432
leaf_count=112 578 929 999 540 178 292 282
internal_value=0 -0.00137579 0.000786863 0.0118934 -0.00538015 0.000511974 -0.00813403
internal_weight=0 0.010619 0.00954682 0.0034084 0.00613841 0.00450024 0.00328398
internal_count=3910 3798 2869 1118 1751 752 574
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=12
num_cat=0
split_feature=484 52 52 1 3 3 13 3 15 457 52
split_gain=8.95384e-05 6.00676e-05 6.67285e-05 7.34238e-05 5.5758e-05 9.03167e-05 7.57453e-05 0.000110744 3.59728e-05 3.33973e-05 2.1976e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.097480000000000011 0.090325000000000003 -0.0086749999999999969 -0.094679999999999986 -0.084014999999999992 -0.098459999999999978 0.079020000000000021 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 6 -3 10 -6 -4 -8
right_child=1 4 3 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-0.00058030857480400125 -0.00018292600158794763 0.00033227352029934387 -9.2957888410329242e-05 0.00072580800222329955 -0.00059370222571448713 0.00055755353652082551 -0.00017797587863500915 -0.00070046584823204487 -0.00012616938273812681 0.00039347394330294962 0.00021711000729891908
leaf_weight=0.0010042172226612635 0.0012491239479189 0.0012555817051310655 0.0011855140013054058 0.0012478511021124083 0.0010271123438551017 0.0010477549384554702 0.0010049244271187346 0.0012334778252283607 0.0016477679899779447 0.0010007390496882505 0.0011732142116449411
leaf_count=612 379 185 244 285 122 147 294 962 122 85 473
internal_value=0 2.72545e-05 0.00020515 0.000346309 -7.20474e-05 3.73111e-05 -7.94799e-05 -0.000231018 -0.000305695 0.000129702 3.48298e-05
internal_weight=0 0.0130731 0.00468323 0.0034341 0.00838983 0.00571495 0.0046672 0.00341162 0.00267488 0.00218625 0.00217814
internal_count=3910 3298 993 614 2305 2061 1914 1729 244 329 767
is_linear=0
shrinkage=0.00196078


Tree=3771
num_leaves=8
num_cat=0
split_feature=49 42 43 2 12 0 12
split_gain=2.12113e-05 3.69065e-05 3.74416e-05 5.4884e-05 5.94841e-05 7.85265e-05 3.49814e-05
threshold=-0.045004999999999996 0.092395000000000019 0.0016850000000000001 0.10796500000000002 0.088325000000000015 -0.10131499999999999 0.085185000000000025
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0015011824478336469 0.012070930135651801 -0.018782655258214549 0.013815254717708159 -0.017071951516212734 0.020073118470056592 -0.021761584996304397 0.021509631803857114
leaf_weight=0.0016723277370759963 0.0013304730254870784 0.0011959812557015533 0.0015814324179143713 0.0019931957618692722 0.0013800933447107111 0.0014163621304265773 0.0010920762783718384
leaf_count=345 183 742 433 377 669 977 184
internal_value=0 -0.00243922 9.87709e-05 -0.00344555 0.00313563 -0.00537427 0.00758923
internal_weight=0 0.00889754 0.00770156 0.00612012 0.00412693 0.00274684 0.0027644
internal_count=3910 3381 2639 2206 1829 1160 529
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=12
num_cat=0
split_feature=158 16 39 42 49 3 3 0 15 4 12
split_gain=4.97981e-05 4.80359e-05 7.54291e-05 0.000122773 8.53958e-05 6.46874e-05 0.000100813 0.000139715 9.45654e-05 0.000132995 4.02059e-05
threshold=0.084710000000000021 0.41476000000000007 0.084535000000000013 0.091955000000000023 -0.091004999999999989 -0.08348499999999999 0.094625000000000015 -0.10071499999999999 -0.095799999999999982 -0.060264999999999992 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 -7 -8 -10 -6
right_child=-2 -3 -4 -5 5 6 8 -9 9 -11 -12
leaf_value=-0.00052326801508776233 -0.00041602708401564716 0.00038123775024560331 0.00049923788337906969 -0.00069705798554100574 0.00063599901686959594 7.6388681800718924e-05 -0.00027001636042810054 -0.00081485894937197167 -5.2749463700831028e-05 0.00091929190984747951 0.00012117251891005701
leaf_weight=0.0010307491188455446 0.0010477875229180046 0.0013306586352100037 0.0010104925640008902 0.0010518852739717583 0.0010488923870246515 0.0015627511338552947 0.0010923418295907955 0.0011921034421844526 0.0010726697905657501 0.0010921514363771527 0.0013136240502111944
leaf_count=143 433 246 325 550 451 152 112 757 76 106 559
internal_value=0 2.85907e-05 -1.23289e-05 -6.17624e-05 9.28893e-06 7.48368e-05 -3.31913e-05 -0.000309279 0.000200319 0.000437645 0.000349741
internal_weight=0 0.0127983 0.0114677 0.0104572 0.00940528 0.00837453 0.00601202 0.00275485 0.00325716 0.00216482 0.00236252
internal_count=3910 3477 3231 2906 2356 2213 1203 909 294 182 1010
is_linear=0
shrinkage=0.00196078


Tree=3773
num_leaves=10
num_cat=0
split_feature=1 1 0 16 43 42 48 52 16
split_gain=2.46654e-05 4.12289e-05 6.26023e-05 0.000131992 3.54653e-05 8.98161e-05 5.77751e-05 6.93901e-05 6.66069e-05
threshold=0.10398500000000001 0.11097000000000001 -0.15007499999999999 -0.033174999999999989 -0.15648499999999999 0.086325000000000013 0.086935000000000012 0.084240000000000023 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 8 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.01285643961519063 0.022846889579793805 -0.019293551440445249 0.037030856136499528 -0.011103998684270864 0.031355265314250022 -0.033632286669825387 -0.0224965562888431 -0.016009756022514941 0.00010962810239332128
leaf_weight=0.0010964376473148584 0.0010735460812514152 0.0010978011476910606 0.0010028448613172989 0.0013188908919840583 0.001142247533838809 0.0010276519981072939 0.0010174151977045834 0.0011980547820538727 0.0016941061730436852
leaf_count=235 213 104 317 253 228 1110 235 472 743
internal_value=0 0.00575061 0.000383315 0.00968725 -0.00369761 -0.00668314 -0.00120109 0.00416929 0.0126928
internal_weight=0 0.00449308 0.00341954 0.00232174 0.00717591 0.00607948 0.00505182 0.00403441 0.00283635
internal_count=3910 887 674 570 3023 2788 1678 1443 971
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=12
num_cat=0
split_feature=484 52 52 1 457 3 16 0 3 15 1
split_gain=9.3121e-05 6.64012e-05 0.000103508 7.97055e-05 5.4618e-05 5.05538e-05 7.43987e-05 0.000133647 5.94957e-05 2.61955e-05 6.50336e-06
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.097480000000000011 0.081330000000000013 0.090325000000000003 -0.083564999999999987 -0.055084999999999988 -0.089974999999999986 -0.098459999999999978 0.087480000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 -3 -7 -10
right_child=1 5 3 -5 -6 9 7 -9 10 -11 -12
leaf_value=-0.000587914371124329 -0.00026516465636867504 -9.5932811282423093e-05 -0.00012263780017187899 0.00078630480840392999 0.00050162412499298633 -0.00053864217454274829 -0.00066312118323317128 0.00027075705634828118 0.0003213637738568998 -0.0001405369008219849 0.00054425074658745009
leaf_weight=0.0010036447800929821 0.0012444949361992124 0.0013802544234432462 0.0011625136315504508 0.0012638325683027199 0.0010043945703048576 0.0010366532810231169 0.0012850397910668223 0.0010879866146756042 0.0010084982908673649 0.0016420032125610833 0.0010047135803728088
leaf_count=612 379 253 245 285 84 122 951 118 508 122 231
internal_value=0 3.17687e-05 0.000219245 0.000394964 0.000166717 -7.20183e-05 3.13782e-05 -0.000234956 0.000217624 -0.000294606 0.000432598
internal_weight=0 0.0131204 0.00467524 0.00343074 0.00216691 0.00844515 0.00576649 0.00237303 0.00339347 0.00267866 0.00201321
internal_count=3910 3298 993 614 329 2305 2061 1069 992 244 739
is_linear=0
shrinkage=0.00196078


Tree=3775
num_leaves=9
num_cat=0
split_feature=52 0 160 42 15 13 13 0
split_gain=2.40637e-05 4.76867e-05 4.67361e-05 5.90971e-05 4.60646e-05 4.5623e-05 8.71714e-05 2.70454e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053579999999999996 -0.16277999999999995 -0.083924999999999986 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -5 -7 -8
right_child=2 4 3 5 -6 6 7 -9
leaf_value=-0.0085163014297958747 -0.019419754571869504 0.030085588216256773 -0.020222689395771001 -0.010955100276744179 0.0032106599519518596 0.033949720852433869 -0.011039470579063201 0.0097346840156087022
leaf_weight=0.0014416145880623149 0.0014683344934568188 0.0010713855048110144 0.0011270178893686171 0.0013006258191319746 0.0015758938299423909 0.0011299421082531977 0.0011217126095995314 0.0014200177975771762
leaf_count=128 924 547 695 125 515 375 134 467
internal_value=0 0.00611796 -0.00340304 0.00045279 0.0140873 0.00513908 0.0108402 0.000566666
internal_weight=0 0.00408889 0.00756765 0.00609932 0.00264728 0.0049723 0.00367167 0.00254173
internal_count=3910 1190 2720 1796 1062 1101 976 601
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=11
num_cat=0
split_feature=158 50 156 42 15 2 0 48 0 3
split_gain=2.38267e-05 3.92908e-05 4.7738e-05 4.41296e-05 6.99161e-05 8.32258e-05 0.00012425 4.25487e-05 3.19648e-05 2.51204e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084330000000000016 -0.090359999999999982 -0.095799999999999982 0.10113500000000002 -0.070894999999999986 0.086215000000000014 -0.10462499999999998 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 8 -5 -6 -7
right_child=-2 -3 -4 4 5 9 -8 -9 -10 -11
leaf_value=-0.013208040610953193 -0.014800366660381307 -0.017399980626311106 -0.016124354048073001 0.0073499091764750325 0.021877224260016349 -0.012103238062929619 0.049447521234254527 -0.021406935742468203 -0.0033201369451075265 0.0097243551529263787
leaf_weight=0.0010611622715511956 0.0010014139240877287 0.001012590761385236 0.0011169147936522699 0.0010254800179317772 0.0010057283042546634 0.0010245505326847348 0.001245295713438373 0.0010326328630040254 0.0010080997791200601 0.0010862450108682017
leaf_count=291 488 655 479 232 108 331 170 236 835 85
internal_value=0 0.00133558 0.00331052 0.00586755 0.00859267 0.0145989 0.0246178 -0.00707848 0.00926371 -0.000870452
internal_weight=0 0.0106187 0.00960611 0.00848919 0.00742803 0.00536992 0.00325912 0.00205811 0.00201383 0.0021108
internal_count=3910 3422 2767 2288 1997 1529 1113 468 943 416
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=8
num_cat=0
split_feature=4 49 51 3 43 0 4
split_gain=2.68218e-05 2.96507e-05 3.08303e-05 5.15367e-05 3.85095e-05 4.99236e-05 8.07214e-05
threshold=0.27608500000000008 0.073145000000000016 -0.09021499999999999 0.096385000000000012 -0.17307499999999998 -0.082994999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0093265320197529877 0.011657267819092784 0.012863389410479088 0.0047146455446320764 0.0078232494678880694 0.0074573768229092875 -0.030865399523870865 -0.026443955710268391
leaf_weight=0.0014407683392315953 0.0016752676206301881 0.0011782932045976734 0.0011466114123345802 0.0018319524378148794 0.0015263830313806219 0.0014692960534361055 0.0013009931253993815
leaf_count=295 441 706 178 141 779 1076 294
internal_value=0 -0.00202532 -0.00403808 -0.00668477 -0.0115675 -0.0159125 -0.00814203
internal_weight=0 0.0098943 0.008716 0.00727524 0.00544328 0.00429667 0.00282738
internal_count=3910 3469 2763 2468 2327 2149 1073
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=10
num_cat=0
split_feature=124 4 2 2 16 47 15 1 15
split_gain=2.5698e-05 3.30724e-05 6.97811e-05 0.000124845 5.6527e-05 4.78741e-05 5.63311e-05 4.81179e-05 3.73833e-05
threshold=-0.061329999999999989 -0.0037349999999999992 0.106285 0.090905000000000014 -0.006474999999999999 0.09252500000000001 -0.0039399999999999991 0.11097000000000001 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -3
right_child=1 5 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.015162497448057749 -0.015826242145045227 0.011464760543900394 0.012392851450139455 -0.043170484400612594 0.01572738893967103 -0.011119509438158232 -0.0094804201136636269 -0.0016093177584200491 0.03844189501456903
leaf_weight=0.0010139158614583159 0.0013037605930797608 0.0010237288292308346 0.0012497479560916601 0.0010880756545060062 0.0010057077087163718 0.0016257088520800905 0.0011833668612668564 0.0010153044996287228 0.0010309874021267936
leaf_count=310 1194 201 311 466 389 227 163 248 401
internal_value=0 -0.00150681 -0.00781128 -0.0152431 -0.00208553 0.00347674 0.00905564 0.0162005 0.025001
internal_weight=0 0.0105264 0.00464729 0.00339754 0.00230947 0.0058791 0.00425339 0.00307002 0.00205472
internal_count=3910 3600 2360 2049 1583 1240 1013 850 602
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=11
num_cat=0
split_feature=484 474 160 133 133 2 2 1 15 52
split_gain=0.000121833 4.55724e-05 8.69723e-05 6.47883e-05 6.2374e-05 8.43394e-05 0.000114762 0.000168479 9.32386e-05 6.52446e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 0.099765000000000006 0.10796500000000002 0.086875000000000022 0.095575000000000007 -0.073314999999999991 -0.07125999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -7 -8
right_child=1 -3 3 4 -6 8 9 -9 -10 -11
leaf_value=-0.00067077444963329366 -0.00046920656391879356 0.00041497114147244274 -0.0003248243153651308 -0.00059318488991840347 -0.0003019195647822379 0.00029764585072637002 0.00023011779298524551 0.00039780402107533866 -0.00047837389347039823 0.00086106281193858982
leaf_weight=0.0010020382006164794 0.001331430679146252 0.001130540936533698 0.0014327359481918619 0.0010181655928937483 0.0011549772637208444 0.0011020954111987465 0.0010356913430090153 0.0018728073807457622 0.0012943919284986454 0.0016090936870947793
leaf_count=612 556 318 791 234 448 192 186 234 175 164
internal_value=0 3.88286e-05 2.94722e-06 6.27041e-05 0.000123804 0.000185791 0.00031882 4.87898e-05 -0.000121498 0.000613986
internal_weight=0 0.0129819 0.0118514 0.01052 0.00908722 0.00793225 0.00553576 0.00289097 0.00239649 0.00264479
internal_count=3910 3298 2980 2424 1633 1185 818 468 367 350
is_linear=0
shrinkage=0.00196078


Tree=3780
num_leaves=9
num_cat=0
split_feature=15 151 0 16 4 4 13 43
split_gain=2.22895e-05 2.86958e-05 4.31486e-05 5.04987e-05 4.26684e-05 8.99018e-05 4.22959e-05 7.34228e-05
threshold=-0.24219999999999997 -0.088294999999999985 -0.11756999999999999 -0.094359999999999986 0.070230000000000015 -0.030814999999999995 -0.09547499999999999 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -8
right_child=1 2 4 -5 -6 -7 7 -9
leaf_value=0.013912216416173993 0.014385642122646756 -0.026694628031684198 0.020378850882364453 0.00023882303900963099 0.015734929013185902 -0.026003607904267291 0.014966151007566248 -0.01827390264948835
leaf_weight=0.0010404725192463748 0.0010338578493682303 0.0014331719395767883 0.0011663896997102887 0.0013536563107792686 0.0015509272612744202 0.0012923510935665631 0.0012679375168588975 0.0013963259992487752
leaf_count=317 284 230 121 200 253 919 334 1252
internal_value=0 -0.0014326 -0.00316119 -0.0136121 0.00120281 -0.00319662 0.0044978 -0.00245478
internal_weight=0 0.0104946 0.00946076 0.00278683 0.00667393 0.005123 0.00383065 0.00266426
internal_count=3910 3593 3309 430 2879 2626 1707 1586
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=12
num_cat=0
split_feature=158 42 43 3 49 48 16 16 16 1 0
split_gain=8.40663e-05 4.79985e-05 5.54806e-05 0.00017413 6.8531e-05 9.96601e-05 0.000137567 8.49335e-05 8.40267e-05 6.98065e-05 5.65635e-05
threshold=0.084965000000000027 -0.09602999999999999 -0.074254999999999988 -0.077894999999999978 0.093425000000000022 0.086125000000000021 -0.087089999999999987 -0.008069999999999999 0.18936500000000003 0.085835000000000009 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 9 -8 -9 -4 -3
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00035789238839155899 -0.00055293279525031093 -0.00033880851550369481 7.3555438325735771e-05 0.00089370286754710058 0.00043304194413283425 -0.00050977355919533157 -0.00068198525510689413 0.00041526010522001042 -0.00036324843364138532 0.00077077554467833403 0.00027974519025201821
leaf_weight=0.0010875648310997897 0.0010057407623875461 0.0011590809094939279 0.00111932640471831 0.0011765066234620401 0.0011292625247236116 0.0016446798722804072 0.0010317802063691682 0.0010063775470177173 0.0011332580950342559 0.0010894682850579734 0.0011152943006298125
leaf_count=264 423 661 266 333 264 243 589 255 197 219 196
internal_value=0 3.59875e-05 7.28999e-05 0.000281302 -1.52969e-05 -8.7368e-05 4.17574e-05 -0.000219903 2.92303e-06 0.000417453 -3.54859e-05
internal_weight=0 0.0126926 0.011605 0.00345088 0.00815415 0.00702489 0.00538021 0.00317142 0.00213964 0.00220879 0.00227438
internal_count=3910 3487 3223 1190 2033 1769 1526 1041 452 485 857
is_linear=0
shrinkage=0.00196078


Tree=3782
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 2 3 151 16 0 15
split_gain=8.05243e-05 4.50825e-05 7.97354e-05 7.16421e-05 8.31984e-05 5.32192e-05 0.00013226 0.00013236 0.000103926 0.000133159 5.17355e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.055684999999999991 0.087995000000000004 0.12046500000000002 -0.0088999999999999982 -0.15168999999999996 -0.066689999999999985 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 8 7 -7 -6 -10 -3
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00054139591327673859 -0.00036573332881595588 -0.00054472861132361116 0.00054497335855765885 0.00062344637969288178 0.00036298123341924537 -2.0953928961803549e-05 -0.00034604714098522842 0.00091378749996332638 -0.00072340043122648932 0.00018152660023590994 1.9180598540041917e-05
leaf_weight=0.0010362851906129825 0.0010353952445299941 0.0013424786611683504 0.0011783664556353482 0.0010097167323096391 0.0011010400066168223 0.0011208661459206556 0.0011571090272152031 0.0012123793719489534 0.0015400875171227785 0.0010523698035642759 0.0011712051765703701
leaf_count=612 152 789 152 201 157 130 145 211 507 103 751
internal_value=0 2.66797e-05 6.0864e-05 7.5863e-06 9.64233e-05 2.23482e-05 0.000195956 0.000464748 -0.000141711 -0.000356059 -0.000281985
internal_weight=0 0.012921 0.0118856 0.0107073 0.00819357 0.00718385 0.00349035 0.00233325 0.0036935 0.00259246 0.00251368
internal_count=3910 3298 3146 2994 1454 1253 486 341 767 610 1540
is_linear=0
shrinkage=0.00196078


Tree=3783
num_leaves=9
num_cat=0
split_feature=11 48 51 42 2 16 13 4
split_gain=2.26765e-05 3.06836e-05 5.50735e-05 5.57218e-05 7.94719e-05 7.92339e-05 0.000126082 8.5674e-05
threshold=0.077330000000000024 0.096835000000000018 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.22945500000000005 -0.083514999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.036179822316227954 -0.013810666349468105 0.014485505415275976 -0.022308978718076501 -0.013614150277359884 0.030708783313186706 -0.023678922072963154 0.010028358155825694 -0.025405922978563013
leaf_weight=0.0011086316799043083 0.0010875142685919771 0.0015224300412107093 0.0010568891517081331 0.0017738786293043261 0.0011112524884745604 0.001023024504964898 0.0017893702926564772 0.0011029186621096911
leaf_count=387 279 339 378 1139 229 135 757 267
internal_value=0 0.00135961 -0.000869175 0.00199582 0.00650916 0.00115641 0.00750674 -0.00348382
internal_weight=0 0.0104884 0.00896597 0.00790908 0.0061352 0.00502395 0.00400092 0.00289229
internal_count=3910 3631 3292 2914 1775 1546 1411 1024
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=9
num_cat=0
split_feature=158 1 52 0 4 0 15 4
split_gain=6.02525e-05 4.43722e-05 9.4764e-05 8.28574e-05 8.6279e-05 6.46919e-05 5.61464e-05 0.000136606
threshold=0.084710000000000021 0.12730000000000002 0.11588000000000002 -0.072559999999999986 -0.48072499999999996 -0.099864999999999995 -0.10192499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.0002301763580215603 -0.00045747117649966009 0.00032755486508921546 -0.00052381241098231894 -0.00013561051415416722 0.00056549898276778078 -0.00036916315101369985 -0.00027008648125604831 0.00055541958047630572
leaf_weight=0.0017438509885149955 0.0010496627582249349 0.0016863368274350919 0.0012437848686361304 0.0010309297017269264 0.0019536524483317261 0.0019595734778863096 0.0013306085241675432 0.0018315963359989834
leaf_count=174 433 287 508 186 479 1498 205 140
internal_value=0 3.12176e-05 -1.3827e-05 5.05688e-05 0.000323323 -6.80011e-05 5.22888e-05 0.000208059
internal_weight=0 0.0127803 0.011094 0.00985021 0.00298458 0.00686563 0.00490606 0.0031622
internal_count=3910 3477 3190 2682 665 2017 519 345
is_linear=0
shrinkage=0.00196078


Tree=3785
num_leaves=9
num_cat=0
split_feature=124 4 0 13 47 15 1 52
split_gain=2.27973e-05 3.4471e-05 6.83459e-05 4.24128e-05 3.92308e-05 4.62765e-05 4.60653e-05 4.30525e-05
threshold=-0.061329999999999989 -0.0037349999999999992 -0.084304999999999977 -0.070604999999999987 0.09252500000000001 -0.0039399999999999991 0.11097000000000001 -0.048794999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3
right_child=1 4 3 -5 -6 -7 -8 -9
leaf_value=0.01424741096439334 -0.03042217432906379 0.037747616733947838 0.010718356538811646 -0.011116034163151713 -0.0095370053703359298 -0.0080851599513298306 -0.0022601031028453111 0.0088407579137458735
leaf_weight=0.0010155632052458339 0.0010434235658392278 0.0010625681447405523 0.0016089484667875932 0.001989949725624347 0.0016364956131957467 0.0011890572204466803 0.0010186362428475258 0.00100021587674036
leaf_count=310 862 199 499 999 227 163 248 403
internal_value=0 -0.00143985 -0.00788792 -0.0013546 0.00362772 0.0086726 0.0151391 0.0237311
internal_weight=0 0.0105493 0.00464232 0.0035989 0.00590697 0.00427048 0.00308142 0.00206278
internal_count=3910 3600 2360 1498 1240 1013 850 602
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=9
num_cat=0
split_feature=1 3 12 3 49 3 12 15
split_gain=2.50067e-05 4.04459e-05 7.11837e-05 3.19827e-05 6.22473e-05 7.21214e-05 8.27821e-05 6.87609e-05
threshold=0.10786000000000001 0.11265500000000002 0.092365000000000017 -0.115685 -0.078209999999999988 0.094625000000000015 0.086935000000000012 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.0092903009003247293 0.034453574998081188 -0.0050846345764661805 -0.0016568918707405723 -0.028461058987276178 -0.017323758410051102 0.015936702274112063 -0.032141691492789046 0.017343664551103064
leaf_weight=0.0015801597462507038 0.001037800969218627 0.0017043441124184005 0.0011517338015264791 0.0010788695649749779 0.0010900071061109799 0.0015498185897393213 0.0011353497407928632 0.0012042199302863027
leaf_count=329 299 246 207 221 452 160 1544 452
internal_value=0 0.00646699 0.0154588 -0.00337977 -0.00668447 -0.0019662 -0.0100565 0.000872872
internal_weight=0 0.00389388 0.00218953 0.00763842 0.00605826 0.0049794 0.00342958 0.00229423
internal_count=3910 752 506 3158 2829 2608 2448 904
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=11
num_cat=0
split_feature=484 474 160 133 133 42 15 1 0 2
split_gain=0.00010805 6.00141e-05 9.26563e-05 9.51962e-05 6.91801e-05 0.000108062 0.000145522 7.29789e-05 0.000177857 4.78688e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 0.099765000000000006 0.088115000000000013 1.0000000180025095e-35 0.094385000000000011 -0.18901999999999997 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 9 -9 -5
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00063263423110581979 -0.00048819654765618401 0.00046392491359720478 -0.0004185092896356654 -0.00034291736825344009 -0.00032410705143514235 0.00059771458943541807 -0.00052153334501729286 -0.00018658369471044785 0.00088016435901520245 0.00022856187328693732
leaf_weight=0.0010159086073455075 0.0013758097544886222 0.0011261665553625481 0.001424721429344032 0.0010411773799355989 0.001145336170877624 0.0019116226726580152 0.0012890346716134971 0.0010038063648618073 0.0014971248899257336 0.0012283502391707349
leaf_count=612 556 318 791 155 448 303 220 81 324 102
internal_value=0 3.12646e-05 -9.62221e-06 5.28402e-05 0.000126503 0.000191249 6.30191e-05 0.000220972 0.000452 -3.36122e-05
internal_weight=0 0.0130432 0.011917 0.0105412 0.00911645 0.00797112 0.00605949 0.00477046 0.00250093 0.00226953
internal_count=3910 3298 2980 2424 1633 1185 882 662 405 257
is_linear=0
shrinkage=0.00196078


Tree=3788
num_leaves=11
num_cat=0
split_feature=484 3 1 16 51 15 52 16 51 4
split_gain=5.77972e-05 4.71003e-05 4.03927e-05 0.000102404 8.96249e-05 6.82308e-05 8.7652e-05 7.42278e-05 5.46527e-05 3.97182e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.095575000000000007 -0.27337499999999998 -0.07742499999999998 -0.0058549999999999991 0.086950000000000013 -0.088144999999999987 0.032485000000000007 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 7 9 -3 -6 -7
right_child=1 2 3 4 8 6 -8 -9 -10 -11
leaf_value=-0.00044410717730975163 0.00042380470676540505 -4.057156804363193e-05 -0.00030091058591935382 -8.8454563847385845e-05 0.00080560484460753519 0.00040063893228936917 -0.00040044014427131479 -0.00079099877081347176 0.00020183308118198559 -7.6134947212578568e-05
leaf_weight=0.0010830730981460325 0.0010583501213846129 0.0010251972256011064 0.0015973316587595794 0.00146716676741682 0.0012651373694678517 0.0017626851279766026 0.0012702070148693945 0.0010021372902400728 0.0010587929148742434 0.0010854510895016085
leaf_count=627 225 286 302 144 270 528 585 596 170 177
internal_value=0 2.79244e-05 -8.40091e-06 0.00011552 0.000290977 -0.000117052 2.79039e-05 -0.000411517 0.000530524 0.000218936
internal_weight=0 0.0125925 0.0115341 0.00538843 0.0037911 0.00614568 0.00411834 0.00202733 0.00232393 0.00284814
internal_count=3910 3283 3058 886 584 2172 1290 882 440 705
is_linear=0
shrinkage=0.00196078


Tree=3789
num_leaves=11
num_cat=0
split_feature=484 4 0 1 157 12 3 2 0 16
split_gain=8.73342e-05 6.93313e-05 0.000122651 0.000114541 8.65211e-05 7.97212e-05 6.45876e-05 0.000139495 9.32106e-05 0.000114219
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 0.086865000000000012 0.11265500000000002 0.087995000000000004 -0.066689999999999985 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 8 9 -6
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00055942936669320105 -0.00044105060744253075 -0.00077273329655692046 0.0006692246770622479 0.00064939937748298513 0.00022863128541406811 -7.0231617263204687e-05 -0.00026395265747413413 0.00058314659593558592 0.00042472852722720908 -0.00061996274419615842
leaf_weight=0.0010428994176708986 0.0011024625125301271 0.0010415587086636921 0.0011942159414349224 0.0010347459953308023 0.0010227730964842503 0.0015383866614479343 0.0019329994900562008 0.0018931761393229584 0.001019769511816085 0.0015103326804942888
leaf_count=612 152 529 152 190 105 1011 213 310 128 508
internal_value=0 2.98276e-05 7.2421e-05 7.59204e-06 0.000118419 -0.000353841 4.39612e-05 0.000153251 -7.58222e-05 -0.000277332
internal_weight=0 0.0132904 0.012188 0.0109937 0.0084138 0.00257995 0.00737905 0.00544605 0.00355288 0.00253311
internal_count=3910 3298 3146 2994 1454 1540 1264 1051 741 613
is_linear=0
shrinkage=0.00196078


Tree=3790
num_leaves=12
num_cat=0
split_feature=484 41 474 160 1 0 16 1 2 4 12
split_gain=0.00010709 5.63911e-05 7.71426e-05 0.000129002 7.61612e-05 0.000134298 0.000119732 9.69479e-05 8.30878e-05 6.27211e-05 6.0205e-05
threshold=-0.0043499999999999988 0.075585000000000013 0.084655000000000022 -0.080734999999999987 0.10113500000000002 -0.16443499999999997 0.050115000000000007 0.090820000000000012 0.10393500000000001 0.0021050000000000005 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 8 9 10 -5
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00062122515229174875 -0.00055414491756317498 -0.00039366027237257355 0.00059919436603661676 -0.00021527298049686777 -0.00019066760867160034 0.0010100754845881793 0.00012480512654901822 -0.00057873946332716688 -0.00036454431789041686 0.0006360303180680246 0.0003485602660103678
leaf_weight=0.001004697673557947 0.001271040210132148 0.0010460407250236477 0.0010115875916400585 0.0014100757080237661 0.001223835964077422 0.0012969626733467456 0.0010735912249810204 0.0010070851648924517 0.0012048620991190542 0.0010435659453418636 0.0015054417649491259
leaf_count=612 527 193 307 350 100 338 184 259 210 157 673
internal_value=0 4.30382e-05 8.09535e-05 3.34522e-05 0.000109932 0.000336823 0.000609149 -2.22232e-05 8.631e-05 0.000223518 7.58651e-05
internal_weight=0 0.0130941 0.012048 0.0110365 0.00976542 0.00359439 0.00237055 0.00617103 0.00516395 0.00395908 0.00291552
internal_count=3910 3298 3105 2798 2271 622 522 1649 1390 1180 1023
is_linear=0
shrinkage=0.00196078


Tree=3791
num_leaves=11
num_cat=0
split_feature=158 457 16 15 15 49 4 15 15 3
split_gain=7.91937e-05 5.60831e-05 0.000100628 9.23047e-05 0.000167768 8.39947e-05 6.96409e-05 0.000114008 8.76928e-05 5.29292e-05
threshold=0.084965000000000027 -0.0034949999999999994 -0.50388999999999984 -0.14097499999999996 -0.089594999999999994 -1.0000000180025095e-35 -0.49837999999999999 0.079360000000000014 -0.017214999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -8 -10
right_child=-2 2 3 4 5 6 7 -9 9 -11
leaf_value=-0.00041247232440655386 -0.00054073232883665369 0.00058563880937076321 -0.00048336485192975018 0.00060158472771604644 -0.00044473275392152442 -0.00040204783069845099 -6.512678248811727e-05 -0.00029301713356923414 0.00027309450131274737 0.00089345791853929124
leaf_weight=0.0010106942035390904 0.0010027185303230083 0.0012909561608612464 0.0013011007794733334 0.0018586591630857735 0.0016657053637808361 0.0010570337941355149 0.0012086327234151215 0.0015117438443847178 0.0010135613853299828 0.001105483803103032
leaf_count=303 423 199 335 358 275 144 445 1205 164 59
internal_value=0 3.11307e-05 6.84529e-05 6.18199e-06 7.37929e-05 -5.593e-05 5.39039e-05 0.000153494 0.000356341 0.000596732
internal_weight=0 0.0130236 0.0120129 0.0107219 0.00942082 0.00756216 0.00589646 0.00483942 0.00332768 0.00211905
internal_count=3910 3487 3184 2985 2650 2292 2017 1873 668 223
is_linear=0
shrinkage=0.00196078


Tree=3792
num_leaves=12
num_cat=0
split_feature=484 41 474 160 133 2 4 13 3 15 43
split_gain=0.000154568 8.56612e-05 9.57509e-05 0.000102412 9.99144e-05 9.92958e-05 0.000126758 0.000180124 0.00014534 0.000112621 9.76935e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 0.11339500000000001 0.0057500000000000008 -0.0030249999999999995 0.092005000000000017 -0.098459999999999978 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 10 9 -8 -6
right_child=1 -3 -4 4 5 -7 8 -9 -10 -11 -12
leaf_value=-0.00070705898602892289 -0.00044925635680527628 -0.00049505284956746006 0.00063580862503369187 -0.00038692058348944943 0.0008402994845285878 -0.00021800611200454054 0.00075168388917961411 -0.00039243132373218082 0.0011651476115030271 -0.0001615816264742838 3.8677987845871491e-05
leaf_weight=0.0011100487415748135 0.0014298782323761824 0.0010191611898825352 0.0011488876785085709 0.0013581644448940741 0.0011269827392229354 0.0018926787955399751 0.0010028783018131556 0.0018633107526333918 0.0010816132024144129 0.00107626744563479 0.0012142851017901812
leaf_count=612 530 183 308 735 237 323 115 369 64 122 312
internal_value=0 5.26494e-05 9.49532e-05 4.33694e-05 0.00010972 0.000182578 0.000285517 6.24908e-05 0.000582196 0.000278933 0.000424543
internal_weight=0 0.0142141 0.0131949 0.0120461 0.0106162 0.00925802 0.00736534 0.00420458 0.00316076 0.00207915 0.00234127
internal_count=3910 3298 3115 2807 2277 1542 1219 918 301 237 549
is_linear=0
shrinkage=0.00196078


Tree=3793
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 16 52 15 151 4 16
split_gain=0.000104181 4.11634e-05 0.000104574 8.33565e-05 8.66832e-05 7.55333e-05 0.000117817 7.27571e-05 6.33357e-05 0.000104005 0.000113733
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062384999999999996 -0.055679999999999993 -0.108275 0.083935000000000023 -0.0088999999999999982 0.24280000000000004 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 8 -7 -3 -6 10 -10
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00061161762316198649 -0.00033868897026870476 -0.00061473314614661012 0.0006270490653726092 0.00064705778295680153 -0.00018370155644990558 0.00021160956905783376 -0.00066712844493008812 5.5826797676109909e-05 -0.0003990124236312609 0.00077584445797265669 0.00049478431334643719
leaf_weight=0.0010221501309766361 0.0010219475197285636 0.0013376194865116157 0.0011732816678461768 0.0010002009924569046 0.0013693579837472884 0.0011010040835573789 0.0012555619552951707 0.0011629757364789864 0.0010646363150974174 0.0012146062580751134 0.0011265215917057169
leaf_count=612 152 789 152 191 161 146 279 751 146 246 285
internal_value=0 3.88341e-05 7.15138e-05 1.02112e-05 0.000106485 3.0671e-05 -0.000256576 -0.000302869 0.00017243 0.00031562 6.05078e-05
internal_weight=0 0.0128277 0.0118058 0.0106325 0.00813189 0.00713169 0.00235657 0.0025006 0.00477512 0.00340576 0.00219116
internal_count=3910 3298 3146 2994 1454 1263 425 1540 838 677 431
is_linear=0
shrinkage=0.00196078


Tree=3794
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 15 0 43 3
split_gain=0.000130905 6.80364e-05 8.71073e-05 7.89082e-05 6.27597e-05 0.000120692 9.10975e-05 9.96176e-05 0.000242554 0.000211816 6.22443e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 -1.0000000180025095e-35 -0.18901999999999997 0.052855000000000006 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 8 -6 -9 -4
right_child=1 -3 3 4 6 -7 -8 9 -10 -11 -12
leaf_value=-0.00068713572530028615 -0.0004597518307164899 0.00050359627070135937 7.1819655811917505e-05 4.3522272632310846e-05 -0.00012192422493860506 0.0008913565984212951 -0.000489484215067748 -0.00078585897028329811 0.0010322978804323145 0.0004533937190250756 -0.00060539490649825806
leaf_weight=0.0010103737358210093 0.0013906631794313356 0.00113721463281113 0.0010035935652713754 0.0015576668329249609 0.0015954179658766998 0.0011023720255934977 0.0010568170575199522 0.0010792639748666111 0.0012471890408399275 0.001042464891568784 0.0010869434720656409
leaf_count=612 556 318 374 245 112 301 535 189 164 34 470
internal_value=0 4.4959e-05 2.07529e-06 6.16986e-05 0.000144053 0.000394881 3.32416e-05 0.00014452 0.000384489 -0.000176979 -0.000280288
internal_weight=0 0.0132996 0.0121624 0.0107717 0.00868119 0.00266004 0.00602115 0.00496434 0.00284261 0.00212173 0.00209054
internal_count=3910 3298 2980 2424 1580 546 1034 499 276 223 844
is_linear=0
shrinkage=0.00196078


Tree=3795
num_leaves=10
num_cat=0
split_feature=158 50 156 1 15 2 0 4 3
split_gain=2.39425e-05 3.4832e-05 4.40644e-05 3.97056e-05 7.11878e-05 5.51689e-05 0.000106674 0.000140039 2.91583e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084330000000000016 0.12730000000000002 -0.11739999999999999 0.10113500000000002 -0.077944999999999987 0.0057500000000000008 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -7
right_child=-2 -3 -4 -5 5 8 -8 -9 -10
leaf_value=-0.021283765095505176 -0.014823233915740114 -0.01618819972498908 -0.015321410672721761 0.023487080908651703 -0.016789386480408744 -0.018475678781871726 0.037074582682633354 0.026249850899821486 0.0047957055826907506
leaf_weight=0.0010414422283289712 0.0010105490358899268 0.0010335063307038575 0.0011448245698754854 0.0010805777547950746 0.0016408459464270411 0.001020610341067694 0.0013206339024234015 0.0014019034742864672 0.0011396084396231021
leaf_count=239 488 655 479 211 910 359 307 170 92
internal_value=0 0.00127167 0.00311479 0.00555605 0.00299481 0.00687069 0.0133412 0.00304033 -0.00619902
internal_weight=0 0.010824 0.00979045 0.00864562 0.00756504 0.0065236 0.00436338 0.00304275 0.00216022
internal_count=3910 3422 2767 2288 2077 1838 1387 1080 451
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=12
num_cat=0
split_feature=484 42 43 3 42 16 16 52 0 16 1
split_gain=0.000113424 6.84015e-05 9.0144e-05 9.41816e-05 0.000145983 8.86857e-05 0.000115804 0.000122635 9.44198e-05 7.19137e-05 4.85442e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.075954999999999981 0.088915000000000008 0.15737500000000001 -0.19424999999999998 1.0000000180025095e-35 -0.23029999999999998 -0.50388999999999984 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 8 -8 -4 -10
right_child=1 2 5 -5 -6 -7 7 -9 10 -11 -12
leaf_value=-0.00062938300318177024 -0.0004542421516277937 0.00047060919001745151 4.2445427025140967e-05 0.0007778230162555173 -0.00044630040309592763 -0.00045846183629190174 0.00054446281109607681 0.00076567005418834162 -0.0004355958786405209 -0.00064235458067087752 0.00014194353435272012
leaf_weight=0.0010539005101443859 0.0010024860455911363 0.0017647612501637002 0.0012022537352418625 0.0012060158889409165 0.0010737899040468794 0.0015653114625742105 0.0010010648622351681 0.001247416073163447 0.0012575571961140396 0.0011569406234024238 0.001008085986600922
leaf_count=612 215 553 179 337 203 298 38 686 427 157 205
internal_value=0 3.85342e-05 7.81075e-05 0.000318785 0.000123753 -3.72472e-05 5.86791e-05 0.000242673 4.29629e-05 -0.000293378 -0.000178623
internal_weight=0 0.0134857 0.0124832 0.00404457 0.00283855 0.00843863 0.00687332 0.00451412 0.00326671 0.00235919 0.00226564
internal_count=3910 3298 3083 1093 756 1990 1692 1356 670 336 632
is_linear=0
shrinkage=0.00196078


Tree=3797
num_leaves=12
num_cat=0
split_feature=484 4 0 1 2 3 16 12 3 0 12
split_gain=0.000107172 6.92025e-05 0.000127451 0.000109257 9.71125e-05 0.000149133 0.000113886 8.31375e-05 0.000113533 6.94291e-05 6.35005e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.090325000000000003 -0.10486499999999999 0.097345000000000015 -1.0000000180025095e-35 -0.15007499999999999 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 7 9 -7 8 -5 -6 -3
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00061317829098119869 -0.00044269738743749992 -0.00071065751539182976 0.00066704898505351852 -0.00077251393169907223 0.00033700366210575033 -0.00048422691828577428 0.00029927286593127227 0.00026417371522353185 0.0001196633052703719 0.0010358859846450439 -8.849873233180382e-05
leaf_weight=0.0010584544445526945 0.0010760908216002592 0.0010649588830162235 0.0012594688526100404 0.001208938691058211 0.0011328159601670116 0.0011481353354122273 0.0018831439907087966 0.0012537159966642224 0.0010036254196524876 0.0010559005068224558 0.0015468035566722871
leaf_count=612 152 529 152 530 132 139 156 158 79 260 1011
internal_value=0 3.45161e-05 7.541e-05 9.456e-06 0.000115187 0.000284133 2.51243e-06 -0.000139235 -0.00036782 0.000674165 -0.000342187
internal_weight=0 0.0136336 0.0125575 0.011298 0.00868628 0.00522 0.00303128 0.00346628 0.00221256 0.00218872 0.00261176
internal_count=3910 3298 3146 2994 1454 687 295 767 609 392 1540
is_linear=0
shrinkage=0.00196078


Tree=3798
num_leaves=10
num_cat=0
split_feature=4 1 16 2 13 43 3 52 52
split_gain=2.56229e-05 5.90143e-05 4.38438e-05 6.46349e-05 6.22347e-05 5.45513e-05 7.4412e-05 0.0001468 5.93238e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 -0.09602999999999999 -0.079109999999999986 -0.074234999999999982 -0.066329999999999986 -0.021309999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 8 -7 -8 -6
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.020817669763779141 -0.0070625942530611278 0.023381456973373887 -0.026272959956157679 0.017841301286836787 0.0043580057357023435 0.030379121356522577 -0.028560935838716467 0.024171389580058364 -0.027721733714037411
leaf_weight=0.0011499816814351796 0.0012239853155042474 0.0013270837442372078 0.0010854432390009451 0.0016318689594098596 0.0011484479544437642 0.0010407770415070358 0.0010597193302490445 0.0010520062233941641 0.0011574163541293247
leaf_count=148 196 353 177 412 478 1107 185 321 533
internal_value=0 0.00877461 -0.00253537 3.62028e-05 -0.00440396 -5.51221e-05 0.00849476 -0.00229108 -0.0117442
internal_weight=0 0.00255107 0.00932566 0.00817568 0.00654381 0.00545837 0.0031525 0.00211173 0.00230586
internal_count=3910 549 3361 3213 2801 2624 1613 506 1011
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=12
num_cat=0
split_feature=484 474 150 16 0 1 150 0 48 16 0
split_gain=9.69201e-05 8.1887e-05 0.000115746 0.000129725 0.000147457 0.000188891 0.000180454 0.000121691 0.000119289 8.05162e-05 0.000104694
threshold=-0.0043499999999999988 0.084655000000000022 -1.0000000180025095e-35 -0.50585499999999983 -0.084304999999999977 0.094385000000000011 0.082590000000000011 -0.15007499999999999 0.084795000000000023 -0.083564999999999987 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 9 -6 -11
right_child=1 -3 3 4 8 7 -8 -9 -10 10 -12
leaf_value=-0.00056356643950362083 -0.00064507465604327259 0.00051084500171811589 0.00061830804685815725 -0.0012525150918762994 0.00047723678403272321 -0.00043990498691538803 -0.00011392723652983304 0.0004459219244392651 0.00076364187938686467 -0.00042804828159551318 0.0002208299799327888
leaf_weight=0.0011273995979834686 0.0010249003702499917 0.0012603259462478584 0.0013324785828766712 0.0011441753056291738 0.0012399176937228063 0.001023191617602651 0.0010054653500961184 0.0014288797362042192 0.0010696798478847195 0.0018779602925408194 0.0019472888558825841
leaf_count=612 123 318 228 704 254 67 142 171 197 895 199
internal_value=0 3.34911e-05 -1.24555e-05 4.12664e-05 -3.03483e-05 -0.000295669 -0.000719956 7.62872e-05 0.000168667 4.30186e-05 -9.7729e-05
internal_weight=0 0.0143543 0.0130939 0.012069 0.0107366 0.00460171 0.00214964 0.00245207 0.00613485 0.00506517 0.00382525
internal_count=3910 3298 2980 2857 2629 1084 846 238 1545 1348 1094
is_linear=0
shrinkage=0.00196078


Tree=3800
num_leaves=10
num_cat=0
split_feature=52 52 12 51 2 4 0 4 2
split_gain=2.69543e-05 4.54643e-05 5.02411e-05 4.40704e-05 5.51888e-05 0.000124046 6.05179e-05 7.55292e-05 7.54866e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.10129000000000001 -0.032189999999999989 0.086650000000000019 -0.0010999999999999996 -0.14136999999999997 -0.23071499999999998 0.11339500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -8 -6
right_child=1 2 -4 4 6 -7 7 -9 -10
leaf_value=-0.015235596432762122 0.018921526980150826 -0.017553478131078253 -0.019502485192691443 0.01164872668809484 0.016484293529806508 -0.034417501351330572 0.0021698880801854312 0.036955825630239601 -0.019876051323652517
leaf_weight=0.001071076433575925 0.0013018656922161786 0.0010246417131997967 0.0012718551652904338 0.0013853309732759292 0.0011873147220050379 0.0010112412247135988 0.0011260721556327795 0.0014004278191636344 0.0010999076131039164
leaf_count=425 376 371 391 892 165 254 84 835 117
internal_value=0 0.0013955 -0.00100452 0.00185242 0.00461016 -0.00778906 0.0107833 0.0214516 -0.00100112
internal_weight=0 0.0108087 0.00950679 0.00823494 0.00721029 0.00239657 0.00481372 0.0025265 0.00228722
internal_count=3910 3485 3109 2718 2347 1146 1201 919 282
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=10
num_cat=0
split_feature=4 12 1 42 2 1 160 4 16
split_gain=2.58901e-05 2.6435e-05 4.68172e-05 7.79696e-05 4.27411e-05 7.90955e-05 0.000110922 3.9915e-05 2.06104e-05
threshold=0.27608500000000008 -0.036459999999999992 0.12263000000000002 0.088915000000000008 0.085255000000000011 0.091310000000000016 0.069910000000000014 -0.17479499999999998 -0.082344999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 7 -6 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.015347266633191789 0.011211928072700834 0.023484336099210367 0.018146169525668852 -0.026158521286002767 0.0041621448950355912 -0.02728920018245411 0.029300581695110711 -0.023843644098846685 0.0037090992711683334
leaf_weight=0.0012987606571557486 0.0017294910252706732 0.001000859194137942 0.0012166234511202315 0.0012186355400851893 0.0010020237916822587 0.0011088384717318437 0.0011041329961702573 0.0010341217343993688 0.0011132810941199057
leaf_count=300 441 318 120 892 89 213 210 911 416
internal_value=0 -0.00202961 -6.37724e-05 -0.00298582 0.00145202 -0.00432896 0.00377835 -0.0100615 0.0130709
internal_weight=0 0.0100973 0.00879852 0.00758189 0.00636326 0.00424912 0.00314028 0.00203615 0.00211414
internal_count=3910 3469 3169 3049 2157 1423 1210 1000 734
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=9
num_cat=0
split_feature=124 484 160 133 151 4 16 2
split_gain=2.66132e-05 3.6091e-05 7.71549e-05 7.04372e-05 8.04543e-05 8.96377e-05 7.39194e-05 5.03648e-05
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 0.16388500000000003 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=0.015226352164770555 -0.027327469213181972 0.013959067539122866 -0.023925792469649206 -0.018524059836092465 -0.0064233208778987404 0.026647611672527556 -0.018912282722233505 0.021945784340878696
leaf_weight=0.0010354632017567427 0.0012075673738708602 0.0013151504488307679 0.0010906872417355143 0.0013596466772496894 0.0010847029774561862 0.0018517575488577976 0.0013579095929073474 0.0014791978237115215
leaf_count=310 742 438 818 287 364 254 309 388
internal_value=0 -0.00156 -0.00372402 -0.000258177 0.00336066 0.00851441 -4.75314e-05 0.00994374
internal_weight=0 0.0107466 0.00943147 0.0082239 0.00713321 0.00577357 0.00392181 0.0025639
internal_count=3910 3600 3162 2420 1602 1315 1061 752
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=9
num_cat=0
split_feature=52 1 52 0 133 150 16 16
split_gain=2.30733e-05 4.25759e-05 5.54762e-05 4.59653e-05 6.28398e-05 3.04861e-05 4.82048e-05 7.45061e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.081429999999999989 -0.083674999999999986 1.0000000180025095e-35 0.084360000000000004 -0.27337499999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -4 -8
right_child=1 2 5 4 -6 -7 7 -9
leaf_value=-0.014211499437115832 -0.025315475318922157 0.025939345591114028 -0.017930045149482654 0.013396383591306222 -0.019325710880529288 0.016200475836038321 0.017647561658022375 -0.011381563317134026
leaf_weight=0.0010513691391493976 0.0010459766892931691 0.0011390328027208827 0.0013207554977967282 0.0014102861722752437 0.0010051905168566204 0.0011962625396091508 0.0019425126208333311 0.0016227498844220061
leaf_count=425 993 315 281 381 417 242 465 391
internal_value=0 0.00131455 0.00568536 -0.00780386 -0.000220779 0.00189238 -0.00161072 0.00443479
internal_weight=0 0.0106828 0.00722131 0.00346145 0.00241548 0.00608228 0.00488602 0.00356526
internal_count=3910 3485 1694 1791 798 1379 1137 856
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=11
num_cat=0
split_feature=484 474 160 42 43 3 42 15 0 12
split_gain=8.6755e-05 4.90148e-05 7.84589e-05 9.7797e-05 0.000108896 0.000153797 7.63584e-05 8.90167e-05 0.000176797 9.96423e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 -1.0000000180025095e-35 -0.18901999999999997 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -6 -9
right_child=1 -3 3 4 6 -7 -8 9 -10 -11
leaf_value=-0.00056668698615425792 -0.00044777131611936622 0.00042693356033977702 -0.00033905570033798362 6.9397050431701661e-05 -9.2592042059266928e-05 0.0010256039538566954 -0.0004947372493721362 -0.00064525944578101022 0.00091401460300620139 0.0002229532515183307
leaf_weight=0.0010080698098909264 0.0013683016574213983 0.0010974853938241691 0.001994541203018574 0.0015326159496043832 0.0016128078463448769 0.0011187817135495295 0.0010167279500326622 0.0010244116657978693 0.0011485748973780801 0.0010085876969754271
leaf_count=612 556 318 844 245 112 301 535 130 164 93
internal_value=0 3.05441e-05 -6.2439e-06 5.15298e-05 0.000143588 0.000472877 -6.65545e-06 9.68504e-05 0.000326098 -0.000214532
internal_weight=0 0.0129228 0.0118254 0.010457 0.00846251 0.0026514 0.00581111 0.00479438 0.00276138 0.002033
internal_count=3910 3298 2980 2424 1580 546 1034 499 276 223
is_linear=0
shrinkage=0.00196078


Tree=3805
num_leaves=12
num_cat=0
split_feature=158 457 16 15 47 48 15 2 13 52 15
split_gain=7.99052e-05 7.12497e-05 0.000114968 0.000117853 0.000132451 0.000102608 0.000203292 7.05383e-05 6.11216e-05 6.11629e-05 6.89982e-05
threshold=0.084965000000000027 -0.0034949999999999994 -0.50388999999999984 -0.14097499999999996 0.10783500000000001 0.016865000000000002 -0.0063699999999999989 0.093240000000000003 0.0024700000000000004 0.086950000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7 9 10 -8
right_child=-2 2 3 4 -6 7 8 -9 -10 -11 -12
leaf_value=-0.00047205759238976708 -0.00054476776993866017 0.00062146502986187824 -0.00054882886066174035 -0.00094886528599668642 0.00065356395904639841 0.00070203258430226326 0.00070497064543730361 -6.8834051889016842e-06 -0.00033418552340980164 -0.00024071070696545373 4.5133830700756422e-05
leaf_weight=0.0010076945350917374 0.0010056959121514377 0.0012999206814916899 0.0013025235420508685 0.0010082804781172457 0.0013312992757105032 0.001094680535545282 0.0010429385090017264 0.001064262623139921 0.0013757192216311588 0.0010685023046043242 0.0014653646193147369
leaf_count=303 423 199 335 574 129 144 154 214 347 501 587
internal_value=0 2.88089e-05 7.06823e-05 4.10219e-06 8.0306e-05 -1.36844e-05 -0.000146337 0.000352569 1.70485e-05 0.000152141 0.00031949
internal_weight=0 0.0130612 0.0120535 0.0107536 0.00945105 0.00811975 0.00596081 0.00215894 0.00495252 0.00357681 0.0025083
internal_count=3910 3487 3184 2985 2650 2521 2163 358 1589 1242 741
is_linear=0
shrinkage=0.00196078


Tree=3806
num_leaves=11
num_cat=0
split_feature=484 474 150 16 47 3 42 43 15 3
split_gain=0.000113967 7.90587e-05 8.81748e-05 0.000122244 0.000126558 9.84428e-05 0.000111025 0.000110458 0.000192563 6.82894e-05
threshold=-0.0043499999999999988 0.084655000000000022 -1.0000000180025095e-35 -0.50388999999999984 0.10783500000000001 0.12046500000000002 -1.0000000180025095e-35 -0.083899999999999988 -0.094924999999999995 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 -10
right_child=1 -3 3 4 -6 -7 7 8 9 -11
leaf_value=-0.00064034873928806003 -0.00057170202520395014 0.00050192124825163475 0.00058176955658875587 -0.0004761539292346449 0.00049572589305673937 -0.00053515991165328661 0.00055576645729303077 0.00060737692754622534 -0.00074888318889480094 -0.00010779817992394369
leaf_weight=0.0010471658781086935 0.001009975302496525 0.0012448748348210812 0.0013729693856434537 0.0016068927190201069 0.0014499731469834404 0.0018233825470690707 0.0015358404073624928 0.001148014961692785 0.0010280145742876511 0.0016874030713748991
leaf_count=612 123 318 244 839 124 142 310 185 545 468
internal_value=0 3.04242e-05 -1.59297e-05 3.22417e-05 -4.11552e-05 -0.000129321 -2.36997e-05 0.000110957 -6.58699e-05 -0.000350503
internal_weight=0 0.0139073 0.0126625 0.0116525 0.0102795 0.00882955 0.00700617 0.00539927 0.00386343 0.00271542
internal_count=3910 3298 2980 2857 2613 2489 2347 1508 1198 1013
is_linear=0
shrinkage=0.00196078


Tree=3807
num_leaves=8
num_cat=0
split_feature=4 151 16 0 16 1 1
split_gain=2.31268e-05 3.03377e-05 6.54333e-05 7.24027e-05 4.66405e-05 7.04949e-05 4.02799e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 -0.11756999999999999 0.054425000000000008 0.081005000000000008 0.090355000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.0094100073479696442 0.010580563170060495 -0.038733386416676618 -0.00048300817333561674 -0.0034455758480852897 0.0058276429316772684 -0.024031445937201829 0.024584871176542261
leaf_weight=0.001911374253372399 0.0017297218446485118 0.001017609158051264 0.0013789184655954505 0.0013565381486683381 0.0018604661928811471 0.0013750919969395354 0.0011977870680281721
leaf_count=556 441 169 1259 438 335 367 345
internal_value=0 -0.00193363 -0.00458216 -0.0185707 0.00113176 -0.00686228 0.0111698
internal_weight=0 0.0100978 0.00818641 0.00237415 0.00581226 0.00323556 0.00257671
internal_count=3910 3469 2913 607 2306 702 1604
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=13
num_cat=0
split_feature=484 474 49 47 1 51 12 12 43 0 15 15
split_gain=0.000112447 8.92255e-05 0.000105298 0.000108734 9.90485e-05 6.91721e-05 5.51265e-05 0.000100694 0.000113276 0.000195938 8.69438e-05 7.78678e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.14917999999999998 0.10436500000000001 0.12381000000000002 -0.031524999999999991 0.10214500000000001 0.086765000000000023 -0.049504999999999987 -0.10131499999999999 -0.10192499999999999 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 8 -7 10 -10 -9
right_child=1 -3 3 4 -6 6 -8 11 9 -11 -12 -13
leaf_value=-0.000616898395289745 0.00057589225732796758 0.00051548079715852573 -0.00063436856901977364 -6.0579244675537227e-05 0.00076778745339749015 0.0002613536831429988 -0.00050620609582054728 -3.1140124617227138e-05 -0.00053934235249188318 -0.001083038475608103 0.00017524693821480302 0.00065932918944808293
leaf_weight=0.001126683520679273 0.0010443553336109837 0.0013039447335695857 0.0010552779139843668 0.0012123653458535472 0.0010234425370813762 0.0014861256266527692 0.0011431093462984767 0.0014134160648139249 0.0010628808817344272 0.0010829318319432414 0.0017042214621337034 0.0011299896258622228
leaf_count=612 105 318 367 133 66 387 287 373 104 381 141 636
internal_value=0 2.59053e-05 -2.18844e-05 -7.2583e-05 0.000318606 -0.000159369 -0.000103814 -4.54376e-05 -0.000198467 -0.000375959 -9.92363e-05 0.000275623
internal_weight=0 0.0146621 0.0133581 0.0123138 0.00223581 0.010078 0.00902267 0.00787957 0.00533616 0.00385003 0.0027671 0.00254341
internal_count=3910 3298 2980 2875 199 2676 2309 2022 1013 626 245 1009
is_linear=0
shrinkage=0.00196078


Tree=3809
num_leaves=12
num_cat=0
split_feature=484 474 160 133 1375 3 1 15 12 1 12
split_gain=0.000186407 7.18256e-05 9.10162e-05 8.93235e-05 7.05133e-05 6.47937e-05 0.000120905 0.000188934 0.000111861 0.000105602 1.59787e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -1.0000000180025095e-35 -0.08824499999999999 0.094385000000000011 -0.052074999999999989 0.081660000000000024 0.086560000000000012 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 9 8 -8 -7 -6 -10
right_child=1 -3 3 4 5 6 7 -9 10 -11 -12
leaf_value=-0.00080987099621170338 -0.00046412027262803207 0.0005062050466236441 -0.00037491353546193412 -0.00034290766811862638 0.00029487107686067417 -0.00044658751510820406 0.00094156758334894731 -9.1096690083547255e-05 0.00047718465593292946 -0.00055773646416044139 0.00013280041487904453
leaf_weight=0.0010453260389233559 0.001410355625038418 0.0012055396136484786 0.0015316081056560181 0.0010554174914744795 0.001235627364735739 0.0011797804978070725 0.0019521576393964524 0.0010462194668415799 0.0010649892922335608 0.0010191910749708061 0.0010084784796010153
leaf_count=612 556 318 791 73 257 105 332 207 282 201 176
internal_value=0 4.91258e-05 5.05714e-06 6.47055e-05 0.000135123 0.000194434 0.000297207 0.000581242 3.54254e-05 -9.05125e-05 0.000309686
internal_weight=0 0.0137094 0.0125038 0.0110935 0.00956186 0.00850644 0.00625163 0.00299838 0.00325325 0.00225482 0.00207347
internal_count=3910 3298 2980 2424 1633 1560 1102 539 563 458 458
is_linear=0
shrinkage=0.00196078


Tree=3810
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 0 15 2 3
split_gain=9.47975e-05 6.14984e-05 7.17868e-05 9.17013e-05 7.77327e-05 0.000154229 8.87489e-05 9.56382e-05 0.000171382 7.81032e-05 4.88781e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 -0.16443499999999997 -1.0000000180025095e-35 0.10836000000000003 -0.087844999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 9 -9 -6 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00057742654729984414 -0.00041460412599001123 0.00046559619892315359 -8.167334248976265e-06 2.0594356728728167e-05 0.00020113790147864333 0.00096364414462290159 -0.00049707945392432954 0.00096343196294426279 -1.2683612677833304e-05 -0.00055433678837200516 -0.00060915315013900895
leaf_weight=0.0010404873967097316 0.0014457588924518374 0.0011740733602552339 0.001002704034217948 0.0016102584588253734 0.001000673500752669 0.0011378932845813828 0.0010760485297190217 0.0011008278765991166 0.0018600280044203969 0.0011094307315714369 0.001081429663246901
leaf_count=612 556 318 382 245 68 301 535 156 203 72 462
internal_value=0 3.66451e-05 -3.88751e-06 5.01959e-05 0.000136935 0.000411071 1.43768e-05 0.000122907 0.00035023 -0.000196068 -0.000320011
internal_weight=0 0.0135991 0.0124251 0.0109793 0.00889516 0.00274815 0.00614701 0.00507096 0.00296086 0.0021101 0.00208413
internal_count=3910 3298 2980 2424 1580 546 1034 499 359 140 844
is_linear=0
shrinkage=0.00196078


Tree=3811
num_leaves=13
num_cat=0
split_feature=484 1 52 51 2 0 0 13 15 1 13 16
split_gain=0.000162283 6.63561e-05 0.000101753 9.09155e-05 7.87986e-05 0.000195959 0.000106523 0.000171789 8.45044e-05 8.71683e-05 7.46543e-05 4.20233e-05
threshold=-0.0043499999999999988 0.13767000000000004 0.11588000000000002 0.085845000000000019 0.11635500000000001 -0.17106499999999999 -0.077944999999999987 -0.00059999999999999995 -0.0063699999999999989 0.095575000000000007 -0.076384999999999995 0.26538000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 11 9 -7 -10 -8
right_child=1 -3 -4 -5 -6 6 7 -9 10 -11 -12 -13
leaf_value=-0.00073080491194382389 0.00087995661357588594 0.00052937187291906803 -0.00048929398523880126 -0.0004459315242097785 -0.00032509489175902974 -0.00081960742813165239 0.0009556798857292294 -0.00021962034070621168 0.00048877703425587898 -4.5660819268141812e-05 -0.00023079695545917897 0.00040641756930390573
leaf_weight=0.0011222138406026582 0.0013441436815445152 0.0010050079003456986 0.0014194063071262834 0.0011974618900447197 0.0013165132428496215 0.001024122461071406 0.0010380658432980073 0.0013547027250523222 0.0011501466615251119 0.0012332281299475508 0.0010700382636157722 0.0011062529864910159
leaf_count=612 79 194 483 255 248 519 275 272 275 136 486 76
internal_value=0 4.36199e-05 6.78716e-06 6.62853e-05 0.000123947 0.000187372 7.06638e-05 0.000326988 -0.000129644 -0.000396788 0.000141972 0.000672316
internal_weight=0 0.0142591 0.0132541 0.0118347 0.0106372 0.0093207 0.00797656 0.00349902 0.00447754 0.00225735 0.00222018 0.00214432
internal_count=3910 3298 3104 2621 2366 2118 2039 623 1416 655 761 351
is_linear=0
shrinkage=0.00196078


Tree=3812
num_leaves=10
num_cat=0
split_feature=48 16 51 12 1 16 157 52 12
split_gain=2.51485e-05 8.10796e-05 4.15744e-05 5.12932e-05 0.000128099 8.77273e-05 2.70961e-05 5.18259e-05 6.01585e-05
threshold=0.11930500000000001 -0.50388999999999984 0.08955500000000001 -0.036459999999999992 0.11287500000000002 -0.095609999999999987 -1.0000000180025095e-35 -0.076599999999999988 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 -9
right_child=-2 2 -4 4 -6 6 7 8 -10
leaf_value=0.026657303113687247 -0.015075706546190781 -0.019952539679612375 -0.018875302265597971 -0.027397625746898677 0.030008288802070217 -0.010590207120090886 0.022822996716787398 0.012305441487302905 -0.019236539301205315
leaf_weight=0.0011284584237682997 0.0010298716478319954 0.0010458210731109354 0.0012255973741564655 0.0011670684192480203 0.001485040115070722 0.0011184953975170615 0.0013535614176995365 0.0013766332848851948 0.0010783025358574064
leaf_count=249 161 358 415 303 188 503 383 603 747
internal_value=0 0.00126737 -0.00164125 0.000807697 0.00367235 -0.00274536 0.00309408 0.00711294 -0.00154901
internal_weight=0 0.010979 0.00985052 0.00862492 0.0075791 0.00609406 0.00492699 0.0038085 0.00245494
internal_count=3910 3749 3500 3085 2727 2539 2236 1733 1350
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 151 15 0 3
split_gain=0.00010116 8.10496e-05 7.5094e-05 6.28848e-05 8.2057e-05 0.000157757 0.000106279 6.46717e-05 7.76131e-05 4.65694e-05 3.22533e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 -0.0088999999999999982 -1.0000000180025095e-35 1.0000000180025095e-35 -0.086954999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 -6 -9 -10 -4
right_child=1 -3 3 4 6 -7 -8 8 9 -11 -12
leaf_value=-0.00060143432219375678 -0.00044293347492708389 0.00052305826684308568 -2.0785796096158896e-05 -8.7501025668327508e-06 -0.00032414581407377467 0.00094744281662926405 -0.00057589387723866643 0.00050975788956276297 -0.00034284146297551305 0.00025316623262957298 -0.00051332872347810399
leaf_weight=0.0010451399568773912 0.001398774613510863 0.0011782833922508737 0.0010119065299528352 0.0015706869367983862 0.0010576850766805144 0.0011483867374772524 0.001069294701450698 0.0018753395518606433 0.0010066750432010515 0.001009448444901917 0.0010328957999514849
leaf_count=612 556 318 424 245 114 301 535 179 110 96 420
internal_value=0 3.20029e-05 -1.54972e-05 3.99535e-05 0.000112394 0.000395093 -1.53274e-05 0.000105787 0.000222641 -4.44277e-05 -0.000269585
internal_weight=0 0.0133594 0.0121811 0.0107823 0.00873752 0.00271907 0.00601844 0.00494915 0.00389146 0.00201612 0.0020448
internal_count=3910 3298 2980 2424 1580 546 1034 499 385 206 844
is_linear=0
shrinkage=0.00196078


Tree=3814
num_leaves=9
num_cat=0
split_feature=124 484 160 42 160 49 52 4
split_gain=2.72153e-05 3.20464e-05 6.37455e-05 6.30752e-05 8.67455e-05 4.5971e-05 9.10576e-05 0.000130348
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 -0.047894999999999993 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=0.015199573326930319 -0.024848774259922393 0.012864023578892825 -0.020250611244843921 0.023382915350590533 -0.022925627467371496 -0.03492173878416735 0.020528340682332183 0.0097910868084346778
leaf_weight=0.0010561092398571675 0.0012342157744734466 0.0013420317736150501 0.0013554531708060763 0.0014684418342588859 0.0010678990791915012 0.0011081739510976365 0.0017816220240686829 0.0015838129735614823
leaf_count=310 742 438 810 180 257 557 361 255
internal_value=0 -0.00161015 -0.00363365 -0.000503613 0.00331469 0.00803057 0.00299124 -0.00861524
internal_weight=0 0.0109417 0.00959962 0.0083654 0.00700995 0.00594205 0.00447361 0.00269199
internal_count=3910 3600 3162 2420 1610 1353 1173 812
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=12
num_cat=0
split_feature=158 41 159 49 16 51 0 160 4 13 12
split_gain=6.47892e-05 5.86355e-05 7.47181e-05 6.10712e-05 6.4799e-05 8.61236e-05 7.81802e-05 7.37984e-05 0.000104566 5.62506e-05 4.76642e-05
threshold=0.085745000000000002 0.075585000000000013 0.087945000000000009 0.10251500000000001 -0.15168999999999996 -0.09021499999999999 -0.11756999999999999 0.08234000000000001 -1.0000000180025095e-35 -0.09547499999999999 0.084575000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 9 -7 -11
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 10 -12
leaf_value=-0.00012403289784565665 -0.00048929953685656073 -0.00042841046336313405 0.00057266138933369454 0.00043534227477853106 0.00031436753900321377 0.00018872768840000849 0.00056384313211973341 0.00012739250203445425 -0.00091197079232405534 -5.2619561496985604e-05 -0.00061471686695832952
leaf_weight=0.0012075239911872038 0.0010046272796408505 0.0010033410700981205 0.0010202468901705968 0.0012048678554318999 0.0013959335685607942 0.0010296877649978386 0.0013403518726990702 0.0016499477670200366 0.0010117340012779133 0.0010567034028469561 0.0012856834848524858
leaf_count=151 410 192 273 330 277 75 201 209 244 233 1315
internal_value=0 2.72354e-05 6.46999e-05 1.83553e-05 -3.19991e-05 -0.000124534 0.000237836 -0.000226076 -0.000359111 -0.000193235 -0.000361142
internal_weight=0 0.013206 0.0122027 0.0111824 0.00997757 0.00742969 0.00254788 0.00603376 0.00438381 0.00337207 0.00234239
internal_count=3910 3500 3308 3035 2705 2353 352 2076 1867 1623 1548
is_linear=0
shrinkage=0.00196078


Tree=3816
num_leaves=10
num_cat=0
split_feature=124 132 50 0 13 13 47 52 4
split_gain=2.20443e-05 2.99655e-05 5.71422e-05 6.02134e-05 7.03511e-05 0.000155429 6.24885e-05 6.65774e-05 6.65511e-05
threshold=-0.061329999999999989 0.079995000000000011 0.07992500000000001 -0.082994999999999985 -0.091849999999999987 0.043015000000000005 0.087235000000000021 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.013662773141437748 -0.011316738815891866 0.014892565708156395 -0.025681900543762095 0.011296390033591786 -0.04690704310873 0.0036301249045078742 -0.014197575095428065 0.032007667864696929 0.018084047797947766
leaf_weight=0.0010571602826855387 0.001481876010829756 0.0010163895774416591 0.0010096945248639919 0.0010094518064970065 0.0011466721004546826 0.0012968267248666557 0.0011987310790929412 0.0011661696783339176 0.0016024599617394651
leaf_count=310 431 373 651 78 826 333 190 505 213
internal_value=0 -0.0014599 -0.00313672 -0.000579626 -0.0109113 -0.0200857 0.00596712 0.011654 0.00395838
internal_weight=0 0.0109283 0.00991188 0.00890219 0.00345295 0.0024435 0.00544924 0.00425051 0.00308434
internal_count=3910 3600 3227 2576 1237 1159 1339 1149 644
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=11
num_cat=0
split_feature=11 3 1 13 3 3 15 43 15 2
split_gain=3.99006e-05 5.81758e-05 7.07758e-05 0.000112031 0.000108897 9.3531e-05 0.000185456 7.02894e-05 6.54153e-05 5.95183e-05
threshold=0.080455000000000013 -0.12008499999999998 0.095575000000000007 -0.080649999999999986 0.11265500000000002 0.084925000000000014 -1.0000000180025095e-35 -0.078844999999999985 -0.053579999999999996 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 8 6 -3 -8 -5 -7
right_child=-2 2 3 4 -6 9 7 -9 -10 -11
leaf_value=0.00038506343318118905 -0.0003865306780968224 -0.0010688288736963353 0.00068776849431334563 0.00054631938279562102 -0.00037359914834341932 0.00042877771385042981 0.0003030462590881882 -0.00038553370395119348 -9.7027319005982604e-05 -0.00018190798719869229
leaf_weight=0.0014550097515125546 0.001022266518440674 0.0010678032663986124 0.0011025326162190773 0.0013526308700945531 0.0018397687566263921 0.0011739787780949626 0.0010226885977542464 0.0012874814666175109 0.0011032624126802763 0.0012854084086436068
leaf_count=204 241 1088 300 308 125 104 272 1005 202 61
internal_value=0 1.61497e-05 -3.16247e-05 0.000130205 -1.29e-05 -0.00018128 -0.000393059 -8.07064e-05 0.000257308 0.0001096
internal_weight=0 0.0126906 0.0112356 0.00539819 0.00429566 0.00583736 0.00337797 0.00231017 0.00245589 0.00245939
internal_count=3910 3669 3465 935 635 2530 2365 1277 510 165
is_linear=0
shrinkage=0.00196078


Tree=3818
num_leaves=9
num_cat=0
split_feature=1 0 133 159 42 0 2 49
split_gain=2.67355e-05 5.75834e-05 6.2194e-05 3.3658e-05 4.65355e-05 0.000101988 8.11058e-05 4.76009e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.073745000000000019 0.08622500000000001 -0.099024999999999988 0.11230000000000001 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.026638852108702784 0.0024195256510993347 0.013636426989146012 -0.016757587293527786 0.02009864267997194 0.014857090146633263 -0.024712112662017567 -0.014553219324647716 0.030635092232203759
leaf_weight=0.0010756193290657585 0.0012220311148387168 0.0015756354543161159 0.0011755270772934193 0.0010205049291759144 0.0017464867291462453 0.0016404482685667002 0.0013332778724548765 0.0011707181226909211
leaf_count=1044 127 435 529 380 584 543 132 136
internal_value=0 -0.00702058 0.000649558 0.00311526 0.000678631 -0.00393566 0.00521153 0.0162248
internal_weight=0 0.00382678 0.00275116 0.00813347 0.00711296 0.00536648 0.00372603 0.00239275
internal_count=3910 2008 964 1902 1522 938 395 263
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=12
num_cat=0
split_feature=484 42 43 0 16 157 49 48 0 12 16
split_gain=7.61193e-05 7.96032e-05 0.000102684 0.000113513 0.000126334 7.10207e-05 0.000119691 8.97391e-05 0.000161249 0.000219722 5.13939e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.06402999999999999 -0.17157499999999998 -0.059899999999999995 0.093425000000000022 0.086125000000000021 -0.15291499999999997 0.086765000000000023 -0.086699999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -7 -10 -11
right_child=1 2 5 -5 -6 6 -8 -9 9 10 -12
leaf_value=-0.00053367384206643223 -0.00050200205963248134 0.00060083431903354976 0.00042918799058039883 0.00077135836632304361 -0.00028022691770006059 0.00058278065394731066 0.00046928358237838664 -0.00062195865971437616 -0.00087341621525188122 0.00043732187582814765 -0.00017337986661216501
leaf_weight=0.0010207074799728636 0.0010302699388419221 0.0010585027986611984 0.0010131726344390487 0.0014107031748402834 0.0015302774105787223 0.0010589559241048737 0.0011101723474020771 0.0016490669592931096 0.0014610187962653932 0.0010014725634616948 0.0011248961527599137
leaf_count=612 215 148 200 221 724 109 230 205 442 238 566
internal_value=0 2.17339e-05 6.51853e-05 0.000323871 8.00222e-05 -5.77082e-05 -0.000124321 -0.000229002 -8.95343e-05 -0.000287994 0.000114247
internal_weight=0 0.0134485 0.0124182 0.00399948 0.00258878 0.00841876 0.00740558 0.00629541 0.00464634 0.00358739 0.00212637
internal_count=3910 3298 3083 1093 872 1990 1790 1560 1355 1246 804
is_linear=0
shrinkage=0.00196078


Tree=3820
num_leaves=12
num_cat=0
split_feature=42 123 41 3 0 1 1 13 49 15 15
split_gain=9.9414e-05 0.000126153 7.90219e-05 0.00012004 7.95205e-05 8.05132e-05 0.000108267 0.000111455 7.96937e-05 0.000114595 0.000114194
threshold=-0.10770999999999999 1.0000000180025095e-35 0.075585000000000013 -0.10628499999999998 -0.053834999999999994 0.12263000000000002 0.11097000000000001 -0.084184999999999996 -0.07107999999999999 -0.095799999999999982 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9 -10 -11
right_child=1 -3 -4 4 -6 -7 -8 8 9 10 -12
leaf_value=-0.00058651328611896239 0.00048822779377203035 0.0006918269666281151 -0.00053958012137461772 -0.00048476867002822795 -0.00045748303490936474 0.00048261083295046871 -0.00058453812690698536 -0.00026958649200821021 -0.00015105726128739413 0.00093923080005819969 8.5387905414585307e-05
leaf_weight=0.0010463825057862976 0.0018677074508953199 0.0010557076454132111 0.0010103331914724902 0.0011996964561760155 0.0015759524276898343 0.0012456515409272652 0.0012406870454615866 0.0011496204128809183 0.0012961957475537676 0.0013914977733808058 0.0010616842876958643
leaf_count=241 286 317 179 704 299 146 131 94 209 475 829
internal_value=0 3.9897e-05 -1.28866e-05 3.13523e-05 -5.26268e-05 2.16926e-05 -5.65352e-05 5.0879e-05 0.000182052 0.000320531 0.000569706
internal_weight=0 0.0140947 0.013039 0.0120287 0.010161 0.00858503 0.00733938 0.00609869 0.004899 0.00374938 0.00245318
internal_count=3910 3669 3352 3173 2887 2588 2442 2311 1607 1513 1304
is_linear=0
shrinkage=0.00196078


Tree=3821
num_leaves=12
num_cat=0
split_feature=484 474 160 42 151 43 43 42 15 43 16
split_gain=0.000123626 8.33045e-05 9.9063e-05 0.000107145 0.000103216 0.000100632 8.35446e-05 0.000153223 0.000100825 0.000231926 1.1712e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 -0.17307499999999998 -0.074254999999999988 0.078965000000000021 -1.0000000180025095e-35 0.052855000000000006 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 10 8 -8 -10 -6
right_child=1 -3 3 4 6 -7 7 -9 9 -11 -12
leaf_value=-0.00066272696839641057 -0.00049709157634795435 0.00053690229582637405 6.3867258357339473e-05 -0.00026199737059546348 0.00074655527114370253 -0.00078989447888101587 0.00061574092300627832 -0.00053059880262557762 -0.00066214754909101504 0.00066267728284979922 0.00044654265250239345
leaf_weight=0.001034489981433971 0.0014064447622998992 0.0011859593557390071 0.0011220720855053077 0.0018583380641991054 0.0010007608221770112 0.0010072695317412559 0.001977276429440164 0.0010832394302706565 0.0010260472274740383 0.0010062821808540789 0.0010003500142578906
leaf_count=612 556 318 128 315 188 716 182 575 176 32 112
internal_value=0 4.02772e-05 -6.88594e-06 5.53294e-05 0.00014936 -0.000339999 0.000257119 0.000123736 0.000300512 -6.1773e-06 0.00059658
internal_weight=0 0.013674 0.0124881 0.0110816 0.00895229 0.00212934 0.00709396 0.00509285 0.00400961 0.00203233 0.00200111
internal_count=3910 3298 2980 2424 1580 844 1265 965 390 208 300
is_linear=0
shrinkage=0.00196078


Tree=3822
num_leaves=12
num_cat=0
split_feature=484 474 1 43 2 3 13 15 48 0 3
split_gain=9.14225e-05 6.40127e-05 6.50495e-05 7.48751e-05 8.97896e-05 9.7915e-05 0.000144784 0.000126989 8.43283e-05 8.61763e-05 6.30734e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.13562500000000002 -0.074254999999999988 0.087995000000000004 0.12046500000000002 -0.41810499999999995 -1.0000000180025095e-35 0.086665000000000006 -0.077944999999999987 -0.077689999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 10 7 -7 -6 9 -2 -5
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.000564891931491107 -0.00036790628015347793 0.00047036685723621322 0.00046714982313705009 -0.00013490138025948581 0.00054145364460227749 0.00017074510382295388 -0.00087080544438150999 -0.00026684337465834965 0.00064717207270418512 0.00029894430539812084 -0.00076546909615216442
leaf_weight=0.0010489455188671367 0.0013459607262029287 0.0011896076581712446 0.0010292525906620718 0.0011442054741451686 0.0018026880441852982 0.0010332770488774567 0.0010193040784781393 0.0012763928938791635 0.0010468641814060588 0.0016688550836418425 0.0013059859903554378
leaf_count=612 533 318 211 646 364 46 64 425 195 260 236
internal_value=0 3.54784e-05 -5.34504e-06 -4.71121e-05 -0.000162198 -1.47542e-05 -0.000346485 0.000206385 0.000167716 1.2297e-06 -0.000471003
internal_weight=0 0.0138624 0.0126728 0.0116435 0.00758185 0.00513166 0.00205258 0.00307908 0.00406168 0.00301482 0.00245019
internal_count=3910 3298 2980 2769 1781 899 110 789 988 793 882
is_linear=0
shrinkage=0.00196078


Tree=3823
num_leaves=9
num_cat=0
split_feature=1 0 133 15 3 12 47 52
split_gain=2.24821e-05 4.82617e-05 5.09652e-05 3.23812e-05 6.87787e-05 5.87969e-05 9.34119e-05 9.70859e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.079360000000000014 -0.10315499999999998 -1.0000000180025095e-35 0.09252500000000001 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -7
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.024316897161913362 0.026416117480951115 0.012216115252140579 -0.015111854567504416 -0.013403284941398211 0.018216352153711545 -0.010784874956828436 -0.027791257686909477 0.024628709666934472
leaf_weight=0.0010850162954247141 0.0012633508451997087 0.0015972169287947946 0.0011915245699752562 0.0010707823839794751 0.0014470127509012536 0.0018274802905216066 0.0012798295944672989 0.001343067874145757
leaf_count=1044 286 435 529 496 433 258 231 198
internal_value=0 -0.00642234 0.000539899 0.00281612 0.00524149 0.000705414 -0.00498816 0.00421658
internal_weight=0 0.00387376 0.00278874 0.00823152 0.00716074 0.00589739 0.00445038 0.00317055
internal_count=3910 2008 964 1902 1406 1120 687 456
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=11
num_cat=0
split_feature=484 474 160 42 43 3 42 151 15 3
split_gain=0.000104353 5.62201e-05 8.56092e-05 9.6875e-05 8.4147e-05 0.000156018 7.76502e-05 8.08835e-05 8.87142e-05 3.06204e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.078965000000000021 -0.0088999999999999982 -1.0000000180025095e-35 -0.086954999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -5 7 -6 -9 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11
leaf_value=-0.00061965861620555721 -0.00045997215358145138 0.00045702775080321543 -8.943646219722761e-05 3.2994295674585194e-05 -0.00036105818942254236 0.00098801222582214584 -0.00046626382211701912 0.00055309761889134118 -3.8918713015756323e-05 -0.00057075621098535859
leaf_weight=0.0010013895745636164 0.0013896027586869164 0.0011204613664144115 0.0010248076230658307 0.0015627432900472476 0.0010541736394561454 0.0011355812857940292 0.001050221408194954 0.0019082768914758744 0.0019859211340971499 0.0010079864884717559
leaf_count=612 556 318 424 245 114 301 535 179 206 420
internal_value=0 3.68087e-05 -2.0416e-06 5.72649e-05 0.00014734 0.000434911 1.79835e-05 0.000120758 0.000251188 -0.000328105
internal_weight=0 0.0132398 0.0121193 0.0107297 0.00869692 0.00269832 0.00599859 0.00494837 0.0038942 0.00203279
internal_count=3910 3298 2980 2424 1580 546 1034 499 385 844
is_linear=0
shrinkage=0.00196078


Tree=3825
num_leaves=12
num_cat=0
split_feature=484 474 160 11 133 13 13 39 151 15 2
split_gain=0.000142775 9.07961e-05 8.9828e-05 7.83912e-05 0.000121075 0.000108461 9.45669e-05 8.4843e-05 0.00012815 0.000149467 0.000158585
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.077330000000000024 -0.0056849999999999991 -0.083514999999999992 -0.14258499999999999 0.005105000000000001 -0.0088999999999999982 -1.0000000180025095e-35 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -7 10 -10
right_child=1 -3 3 -5 5 7 -8 -9 9 -11 -12
leaf_value=-0.00071346039752290496 -0.00046456967932222463 0.00056109495057864839 -0.00045056012577585828 -0.00046203490696734097 0.00023485838623456032 -0.00067632202108660363 0.00099138432397890782 0.00056503292139143519 -6.7721465810559718e-05 -0.00030015648099335061 0.0010058199777482431
leaf_weight=0.0010213882943892688 0.0014351766213506522 0.0012024086744561917 0.0012940086905838576 0.0010167402841088609 0.0016995805005447081 0.0010264869591519376 0.0010144253353772401 0.0010081142003696966 0.0010801272938112307 0.0018934572465492388 0.0010368988252796498
leaf_count=612 556 318 754 191 139 141 205 204 109 510 171
internal_value=0 4.64572e-05 -3.02738e-06 5.68104e-05 0.000109285 0.000191993 0.000517628 4.57949e-05 -5.81269e-05 0.000100101 0.000458089
internal_weight=0 0.0137074 0.012505 0.0110698 0.0100531 0.00875909 0.00271401 0.00604508 0.00503697 0.00401048 0.00211703
internal_count=3910 3298 2980 2424 2233 1479 344 1135 931 790 280
is_linear=0
shrinkage=0.00196078


Tree=3826
num_leaves=10
num_cat=0
split_feature=11 157 160 133 13 13 151 15 1
split_gain=2.70376e-05 3.19186e-05 8.20346e-05 0.000122058 6.62557e-05 6.34398e-05 5.17016e-05 6.53432e-05 4.56844e-05
threshold=0.077330000000000024 -0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 -0.37340499999999993 -0.0088999999999999982 -0.053579999999999996 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -8 -9
right_child=-2 2 3 4 6 -7 7 8 -10
leaf_value=0.01750647802938839 -0.014721898827776015 -0.022201973328178082 -0.02847168446748944 0.005269284016788508 -0.017326507598280552 0.039116994922572035 0.021390061732001423 0.0090120109034436836 -0.019469394562852869
leaf_weight=0.0011054444461695958 0.0011503682314885711 0.0014705840509235931 0.0010516234141257448 0.0010935383945055097 0.0011156372372695114 0.0011217674610657456 0.0017699309394235774 0.0012085990582278048 0.0010545911575269053
leaf_count=471 279 810 810 112 230 259 313 385 241
internal_value=0 0.00139122 -0.000410724 0.00339715 0.00794817 0.0224088 0.00172634 0.00699671 -0.00425963
internal_weight=0 0.0109917 0.00988627 0.00841569 0.00736406 0.00221531 0.00514876 0.00403312 0.00226319
internal_count=3910 3631 3160 2350 1540 371 1169 939 626
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=10
num_cat=0
split_feature=1 52 42 0 52 48 2 0 15
split_gain=2.55552e-05 9.03054e-05 5.29717e-05 7.57782e-05 9.78845e-05 5.57185e-05 4.98809e-05 8.40373e-05 1.10303e-05
threshold=0.12263000000000002 0.11588000000000002 0.091955000000000023 0.059810000000000009 -0.092854999999999979 0.086935000000000012 0.084235000000000018 -0.11756999999999999 -0.050004999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -2
right_child=8 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.028343101396450007 0.017611652214311792 -0.030215128655833118 -0.019373569987450392 0.026523239288551104 0.023897499563101925 -0.011654928006782741 -0.016556872777169003 0.02067142950353381 0.0027713508451034582
leaf_weight=0.0010511830965277118 0.0010021706980826001 0.0010308135948274089 0.0011163734859099663 0.0012469908644945999 0.0017187220808181879 0.0014951714128318529 0.0012410921811646127 0.0011855910883776064 0.0010012020467269427
leaf_count=488 297 549 540 167 500 275 186 811 97
internal_value=0 -0.00217011 0.00102247 0.00389063 -0.000326893 0.00489423 0.0108632 0.00163155 0.0101951
internal_weight=0 0.0100859 0.00905512 0.00793875 0.00669176 0.00564058 0.00414541 0.00242668 0.00200337
internal_count=3910 3516 2967 2427 2260 1772 1497 997 394
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 43 3 15 13 16 2
split_gain=0.000168708 7.71822e-05 0.000101326 0.000114154 0.000118591 9.97187e-05 0.000136813 7.6774e-05 0.000261497 7.53121e-05 0.000123266
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.17307499999999998 -0.044024999999999988 -0.078669999999999976 -1.0000000180025095e-35 -0.09547499999999999 -0.46853499999999992 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 9 -9 -7 -11
right_child=1 -3 3 5 -6 7 -8 8 -10 10 -12
leaf_value=-0.00077035229544023713 -0.00049050993844910443 0.00051475874784024669 8.5013264526869831e-05 9.1821861721662668e-05 -0.00083813392330747379 -0.00022662232178837275 0.00096911150885983809 0.00024704543625533794 -0.00096323042235533444 -6.6476569430244878e-05 0.00082518171078523679
leaf_weight=0.0010648764968278065 0.0014651326711780542 0.001199972495926239 0.0011375924657158129 0.0016237739833723005 0.0010100591052328118 0.0010340240279967283 0.0011801761853676386 0.0017868345028893081 0.0011144626086340933 0.0011234300986377589 0.0012698568832653807
leaf_count=612 556 318 128 245 716 132 301 108 533 101 160
internal_value=0 3.93532e-05 -5.40615e-06 5.76017e-05 -0.000349151 0.000153255 0.000461071 1.68746e-05 -0.000217853 0.000215577 0.000406629
internal_weight=0 0.0139453 0.0127453 0.0112802 0.00214765 0.00913256 0.00280395 0.00632861 0.0029013 0.00342731 0.00239329
internal_count=3910 3298 2980 2424 844 1580 546 1034 641 393 261
is_linear=0
shrinkage=0.00196078


Tree=3829
num_leaves=9
num_cat=0
split_feature=1 0 133 133 160 16 16 52
split_gain=2.7454e-05 4.42015e-05 4.7228e-05 3.60316e-05 5.36597e-05 4.00199e-05 6.32452e-05 3.39272e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -0.0036349999999999998 -1.0000000180025095e-35 -0.30307999999999996 -0.072804999999999981 -0.091329999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.024348538008253841 0.020881098450901431 0.010822125003752391 -0.015454937838495154 -0.013545589819223006 -0.0094415964275479033 0.024815293215089282 0.010955136705346605 -0.013941342574322592
leaf_weight=0.0010710575395101265 0.0010051032338337504 0.0015940542024338153 0.0011980473302666869 0.0019408196036749857 0.0012859593948522947 0.0017882855747685909 0.0011900096334937233 0.0010135577840409103
leaf_count=1044 330 435 529 482 257 286 302 245
internal_value=0 -0.00707798 -0.000452954 0.0031421 0.000672168 0.00590049 0.0108429 -0.000496303
internal_weight=0 0.00386316 0.0027921 0.00822374 0.00721863 0.00527781 0.00399185 0.00220357
internal_count=3910 2008 964 1902 1572 1090 833 547
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=9
num_cat=0
split_feature=147 52 13 150 49 4 15 15
split_gain=2.6037e-05 4.15796e-05 9.55415e-05 8.10988e-05 9.0802e-05 3.73727e-05 9.12138e-05 0.000108328
threshold=1.0000000180025095e-35 0.11588000000000002 -0.23438999999999996 0.086870000000000017 -0.064499999999999988 -0.08422499999999998 -0.017214999999999998 -0.106555
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.02666446902223564 0.015180049672368365 -0.017121138513598665 0.028887798695475628 -0.027457309584851781 -0.016426271218084851 0.0076232928576549083 0.020124979967922133 -0.031569296539324776
leaf_weight=0.0012501579093236416 0.0010192977498387551 0.0014800130437413539 0.0010036149805558916 0.0011645573580937787 0.001650015721554798 0.0016090962335916169 0.0016218157862558933 0.0012554784163199581
leaf_count=148 234 627 145 238 655 414 852 597
internal_value=0 -0.00152433 0.000891585 -0.00298822 0.00100275 -0.00355787 0.0011749 -0.00955393
internal_weight=0 0.0110347 0.00955474 0.00830458 0.00714002 0.00613641 0.00448639 0.00286457
internal_count=3910 3676 3049 2901 2663 2518 1863 1011
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=10
num_cat=0
split_feature=1 0 160 42 52 4 52 52 42
split_gain=2.61595e-05 4.15605e-05 3.68219e-05 4.33407e-05 4.77685e-05 6.02022e-05 6.14999e-05 4.60001e-05 3.45317e-05
threshold=0.076710000000000014 0.047345000000000005 -0.088034999999999988 0.094640000000000016 0.0053050000000000007 0.24280000000000004 -0.048794999999999991 -0.088354999999999989 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 6 7 -4 -1
right_child=2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.027344554118014643 0.020056591678242114 0.005297432580847368 -0.016974171760529417 0.019553868694469199 0.016723273566134449 0.01031833396679837 -0.030234668517807029 0.012276914353086575 -0.0023246310384564973
leaf_weight=0.0011949618998038135 0.0011067081652814731 0.001613172524593305 0.0011481345675512964 0.0010155179168569927 0.0010404227111923819 0.0014533246819032775 0.0013917945483138978 0.0010110479612250639 0.0010246210993833304
leaf_count=892 284 95 341 316 161 280 338 182 1021
internal_value=0 -0.00691719 0.00309696 0.000438503 -0.00277289 -0.00682626 -0.0138431 -0.00327721 -0.0157947
internal_weight=0 0.00383276 0.00816695 0.00706024 0.00604472 0.0050043 0.00355098 0.00215918 0.00221958
internal_count=3910 2008 1902 1618 1302 1141 861 523 1913
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=8
num_cat=0
split_feature=51 457 1 42 43 49 3
split_gain=2.33576e-05 4.84747e-05 5.64673e-05 5.00555e-05 6.96037e-05 7.34769e-05 3.78015e-05
threshold=-0.09021499999999999 0.088055000000000008 0.11561500000000001 -1.0000000180025095e-35 -0.073139999999999983 -0.00064499999999999985 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=0.010632069847870544 -0.026887908025570312 0.018846332498560815 0.012520412878709114 0.011769398736022986 -0.033562180448958256 -0.014866566541621407 0.0062354482705203156
leaf_weight=0.001735796286294237 0.0011690574328699363 0.0010132749608144339 0.0016570163219905053 0.0018820487470598756 0.0011026725063940594 0.0016272660165862944 0.0017747687515732857
leaf_count=515 874 190 414 804 134 877 102
internal_value=0 -0.00191406 -0.00419739 -0.00786367 -0.00438139 -0.0111291 -0.0038581
internal_weight=0 0.0102261 0.00921283 0.00755581 0.00638676 0.00450471 0.00340203
internal_count=3910 3395 3205 2791 1917 1113 979
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=13
num_cat=0
split_feature=484 43 42 484 40 3 16 1 13 13 15 43
split_gain=9.49281e-05 0.000100881 0.000178625 0.00014764 0.000158329 0.000133814 0.000187038 0.000144833 0.00018388 8.84351e-05 9.38325e-05 6.34855e-05
threshold=-0.0043499999999999988 0.16180500000000003 -0.10770999999999999 0.087420000000000012 -0.034699999999999988 -0.10315499999999998 -0.19424999999999998 0.08844500000000001 -1.0000000180025095e-35 -0.0024749999999999993 -0.091274999999999981 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 11 -7 8 -8 -9 -11 -6
right_child=1 -3 3 -5 5 6 7 9 -10 10 -12 -13
leaf_value=-0.00055999343040553679 -0.00071550300510822042 -0.0005550501080444489 0.00090025059947270857 -0.00048613366319728916 0.00087313539614562339 -0.00054430549349537274 -0.00058678924213274918 0.00081761343284292645 0.00044940272540609544 0.00058085993453454749 -0.00021099627858629352 0.00022415908817397846
leaf_weight=0.0011387023895633461 0.001028293374667164 0.0010638214444136417 0.0011333484533876314 0.0013278831659439558 0.0011465244119117125 0.0018130789462451925 0.0016448348568801519 0.001371587536160671 0.0010979544520157603 0.0011615172678176577 0.0011400198832783037 0.0011718741211425012
leaf_count=612 194 252 284 349 121 228 895 386 209 46 138 196
internal_value=0 2.71017e-05 7.12215e-05 0.00013341 0.00020384 0.000129009 1.17816e-05 0.000168927 -0.000171996 0.0004235 0.00018863 0.000545099
internal_weight=0 0.0151007 0.0140369 0.0130086 0.0116807 0.0105474 0.00822899 0.00641591 0.00274279 0.00367312 0.00230154 0.0023184
internal_count=3910 3298 3046 2852 2503 2219 1902 1674 1104 570 184 317
is_linear=0
shrinkage=0.00196078


Tree=3834
num_leaves=11
num_cat=0
split_feature=484 474 160 42 151 2 12 3 12 3
split_gain=0.000100108 6.3077e-05 7.54722e-05 6.38157e-05 6.10533e-05 8.36825e-05 0.000159865 0.00016541 9.19597e-05 6.25903e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.090359999999999982 -0.0088999999999999982 0.088675000000000018 0.095295000000000019 0.11265500000000002 0.086865000000000012 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 7 9 -6 -7
right_child=1 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00061355151729138144 -0.00043800184035336381 0.00047026790413289829 -0.00036469571154117771 -0.00022044593284299626 -0.00043817807566020315 0.00056943181529653592 -0.00026336928663409814 1.1327290414298758e-06 0.00024512610416456334 0.0012552165673985357
leaf_weight=0.0010051806168615831 0.0014188528953943168 0.0011350909350920776 0.0012936209078088607 0.0018364642877511999 0.0014136127351897119 0.001016444793554006 0.00119674087449528 0.0012140888922965928 0.001630810201158712 0.0010303334050194798
leaf_count=612 556 318 321 330 372 237 318 117 536 193
internal_value=0 2.83887e-05 -1.32322e-05 4.34532e-05 9.99922e-05 0.000178434 0.000349577 0.000574529 -7.21516e-05 0.000914651
internal_weight=0 0.0131861 0.012051 0.0106321 0.0093385 0.00750203 0.00445761 0.00326087 0.00304442 0.00204678
internal_count=3910 3298 2980 2424 2103 1773 865 547 908 430
is_linear=0
shrinkage=0.00196078


Tree=3835
num_leaves=10
num_cat=0
split_feature=48 16 15 0 1 47 1 15 52
split_gain=2.52286e-05 6.42804e-05 4.6074e-05 7.20525e-05 0.000126521 8.30595e-05 8.33693e-05 7.67399e-05 4.91793e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.10575999999999998 0.093575000000000019 0.085165000000000018 0.088495000000000018 0.041585000000000004 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -5
right_child=-2 2 3 5 -6 -7 -8 -9 -10
leaf_value=0.023878061473899703 -0.015058898525448582 -0.019387450375999891 -0.0019483426406586273 -0.026668484360099155 0.042603046592887737 0.017368613719353342 -0.036229255349303144 0.017256308051065244 0.0020125720087424874
leaf_weight=0.0011306154107655316 0.001032132128312273 0.0012318377138694813 0.0016998949436761316 0.0013615659653531931 0.0010198878968745361 0.0013049937033777119 0.001033246337543486 0.0011531029663948691 0.0010658581062709467
leaf_count=249 161 418 214 755 150 237 590 984 152
internal_value=0 0.00129241 -0.00129469 0.00128529 0.0147579 -0.00490563 -0.0112058 -0.00398474 -0.0140749
internal_weight=0 0.011001 0.00987039 0.00863855 0.00271978 0.00591877 0.00461377 0.00358053 0.00242742
internal_count=3910 3749 3500 3082 364 2718 2481 1891 907
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=9
num_cat=0
split_feature=474 160 133 151 13 4 4 16
split_gain=2.46232e-05 6.17374e-05 7.91076e-05 3.47889e-05 6.46747e-05 8.92379e-05 0.000139688 0.000119911
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 0.16421000000000002 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.01886908488435832 0.014523151214353823 -0.022047885471109311 -0.0076261553621998976 0.041078561327526485 -0.013928017180869593 0.034784172333285866 -0.022746199301512324 -0.0014049432125362827
leaf_weight=0.0017243915617260524 0.0010506296146618231 0.0012126890514051981 0.0016386888226523648 0.0012320941874451731 0.0010521296076737886 0.0014082510062741176 0.0012128321611852909 0.0014419079863144096
leaf_count=927 424 843 333 495 138 278 205 267
internal_value=0 -0.00150522 0.00174985 0.00536363 0.00871726 0.0132169 0.00540273 0.0181701
internal_weight=0 0.010923 0.00919859 0.0079859 0.00634721 0.00529509 0.00388683 0.002674
internal_count=3910 3486 2559 1716 1383 1245 967 762
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=12
num_cat=0
split_feature=41 457 16 52 12 52 160 49 16 4 1
split_gain=0.000104695 6.47661e-05 0.00010391 8.79621e-05 9.19239e-05 0.000154667 8.68106e-05 0.000104143 0.000117864 6.36852e-05 4.00156e-05
threshold=0.078150000000000011 -0.0034949999999999994 -0.50388999999999984 -0.048794999999999991 0.095295000000000019 1.0000000180025095e-35 -0.026849999999999995 -0.047309999999999998 0.41147000000000006 -0.0031049999999999997 0.093435000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 10 -4 -8 -9 -7 -5
right_child=-2 2 3 4 -6 9 7 8 -10 -11 -12
leaf_value=-0.00041680301247796673 -0.00061480217640863196 0.00067610250596398277 0.00069065598313745001 -0.00064026693983614599 -0.00050107557958873554 0.00051502085556646613 0.00046903144235254063 -0.00068717218144321733 0.00026189183396895432 -7.0027807317985479e-05 -0.00010290774506029685
leaf_weight=0.0011133495316496588 0.001018452291761029 0.0010215036479451741 0.0011840548374373225 0.0011385054403245491 0.0017739718441592642 0.0019292713058991968 0.0014925404755464148 0.0010101636968390219 0.0010022398364550843 0.0011368803884313243 0.0010014507874635046
leaf_count=312 201 218 215 507 530 758 191 363 253 231 131
internal_value=0 3.66448e-05 7.64259e-05 2.39306e-05 -0.0001156 1.57502e-05 0.000231637 7.65691e-05 -0.000214509 0.000298094 -0.000388795
internal_weight=0 0.0138039 0.0126906 0.0116691 0.00698008 0.00520611 0.004689 0.00350494 0.0020124 0.00306615 0.00213996
internal_count=3910 3709 3397 3179 2157 1627 1022 807 616 989 638
is_linear=0
shrinkage=0.00196078


Tree=3838
num_leaves=9
num_cat=0
split_feature=132 3 2 2 0 47 52 4
split_gain=2.31214e-05 3.76449e-05 0.000106961 9.60071e-05 3.52155e-05 5.00101e-05 4.61984e-05 6.09204e-05
threshold=0.080815000000000012 -0.078884999999999997 0.08400500000000001 0.090695000000000012 -0.017269999999999997 0.087945000000000009 -0.074484999999999982 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 -8
right_child=-2 4 3 -5 -6 -7 7 -9
leaf_value=-0.037415194922399621 0.014027732258509168 -0.0083431109909224577 0.023439305518407363 -0.018079665256446702 0.017664093772695757 -0.013794593764632474 -0.0033225559172955451 0.026217626684416996
leaf_weight=0.0010141098892009841 0.0010573558785232804 0.0015887061861437884 0.0010661221083572863 0.0011661264476662521 0.0012574824519843413 0.0019912846244912611 0.0012654016244171762 0.0015573035325442122
leaf_count=570 395 294 838 504 185 261 435 428
internal_value=0 -0.00146005 -0.0104847 0.0017498 0.00236457 -0.000640243 0.00529755 0.0129749
internal_weight=0 0.0109065 0.00324636 0.00223225 0.00766018 0.0064027 0.00441141 0.00282271
internal_count=3910 3515 1912 1342 1603 1418 1157 863
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=10
num_cat=0
split_feature=11 48 0 1 51 42 2 4 4
split_gain=5.86632e-05 6.52524e-05 0.000192325 0.000123736 6.64508e-05 6.72283e-05 6.85878e-05 6.19556e-05 0.000184537
threshold=0.081005000000000008 0.016865000000000002 -0.18901999999999997 0.091655000000000014 -0.09021499999999999 0.084100000000000022 0.11260500000000001 -0.08422499999999998 -0.026614999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 -6 -9
right_child=-2 2 3 -5 5 -7 -8 8 -10
leaf_value=0.00026297695806390783 -0.00046133755788471735 -0.00021258591359572224 0.0001546232012046677 0.0011079537461588 -0.00049522722189982013 -0.00046226859022700112 0.00037190767784368205 0.0006713121492818875 -0.00041876872659956418
leaf_weight=0.0018202621870015128 0.0010389614670297783 0.0019588233842749991 0.0010237064184821488 0.001071144030374237 0.0013927103637909086 0.0019932762974913783 0.0012018597342321074 0.0010017267407042359 0.0014780403654992198
leaf_count=402 233 116 337 274 369 1269 170 315 425
internal_value=0 2.29257e-05 0.000229088 0.000642082 -7.1103e-05 -0.000157145 -3.72882e-05 -0.000164286 2.15804e-05
internal_weight=0 0.0129415 0.00405367 0.00209485 0.00888788 0.00706761 0.00507434 0.00387248 0.00247977
internal_count=3910 3677 727 611 2950 2548 1279 1109 740
is_linear=0
shrinkage=0.00196078


Tree=3840
num_leaves=9
num_cat=0
split_feature=1 0 133 133 160 16 1 15
split_gain=2.67297e-05 4.50654e-05 5.36528e-05 3.31547e-05 4.7073e-05 5.28618e-05 5.80805e-05 0.000103555
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -0.0010099999999999998 -1.0000000180025095e-35 -0.30307999999999996 0.094695000000000015 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.024574188215123614 0.020176293416455791 0.011760199113032898 -0.016356379530044828 -0.012586544847135523 -0.011979002533707954 -0.0066663371019509508 0.040014623710094385 0.00084101685960108604
leaf_weight=0.0010550291764243676 0.0010026994640052068 0.001583673917971854 0.0011876532668500964 0.0019287906112314982 0.0012754823783190251 0.0012189373820377788 0.0012965588745928991 0.00140721497505765
leaf_count=1044 335 435 529 482 257 298 246 284
internal_value=0 -0.0069852 -0.000289171 0.00315066 0.000755319 0.00570582 0.0114561 0.0196262
internal_weight=0 0.00382636 0.00277133 0.00812968 0.00712698 0.00519819 0.00392271 0.00270377
internal_count=3910 2008 964 1902 1567 1085 828 530
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=9
num_cat=0
split_feature=3 1 52 133 39 48 3 3
split_gain=2.55579e-05 4.69332e-05 5.35154e-05 4.81582e-05 3.50612e-05 6.28906e-05 6.54751e-05 0.000163378
threshold=-0.15464999999999998 0.088010000000000019 0.086950000000000013 0.058050000000000011 0.005105000000000001 0.11339500000000001 -0.074234999999999982 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -8
right_child=1 4 -4 -5 -6 -7 7 -9
leaf_value=0.015113413580083491 -0.011461768698942498 0.023491554879770275 -0.026442930914277608 0.015041359458927553 0.019087456555041127 -0.020922848175329165 -0.035096488737306135 0.015034536702582191
leaf_weight=0.0010128688068363418 0.0019731810606991415 0.001408509053781854 0.0013110705768101579 0.0010506829366892317 0.0012261076557892958 0.0011039294317599091 0.0010120602582931923 0.0018177132399402069
leaf_count=259 804 483 792 637 357 90 203 285
internal_value=0 -0.00149297 -0.009569 -0.00225289 0.00383701 0.000336833 0.00587426 -0.00289468
internal_weight=0 0.0109033 0.00433493 0.00302386 0.00656832 0.00534221 0.00423828 0.00282977
internal_count=3910 3651 2233 1441 1418 1061 971 488
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 4 15 2
split_gain=2.17545e-05 3.31799e-05 0.000112686 4.53675e-05 9.73921e-05 6.66452e-05 6.45651e-05 2.81454e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 -0.10071499999999999 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 7 -1 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.0011805155704879325 -0.013320633289814247 -0.0085799606843602241 0.028430136133927916 0.016229675493176273 0.026772223476925913 -0.023668736084231874 -0.030851549644838206 -0.0056822302971056976
leaf_weight=0.00139908075917032 0.0011227000661253239 0.0016682466817854458 0.0016230862011732293 0.001121662278332648 0.0012941552173588514 0.0012680317699195294 0.0011436126311400426 0.0012279533937437216
leaf_count=369 279 115 594 553 87 733 709 471
internal_value=0 0.00130859 0.00967118 -0.00238369 0.00322924 -0.00519288 -0.0132264 0.0047781
internal_weight=0 0.0107458 0.00329133 0.0074545 0.0049118 0.00361765 0.00254269 0.00234962
internal_count=3910 3631 709 2922 1844 1757 1078 1024
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=12
num_cat=0
split_feature=484 52 150 16 124 4 2 3 15 12 15
split_gain=0.000111934 7.55407e-05 8.8547e-05 8.09582e-05 7.072e-05 6.7076e-05 7.06469e-05 0.000130008 5.6294e-05 0.000113809 4.50534e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.050115000000000007 -0.013479999999999999 -0.39075499999999991 0.10796500000000002 0.045635000000000002 0.085120000000000015 0.085945000000000008 -0.024209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 8 9 -7 -5
right_child=1 4 -4 10 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0006425246003143463 0.00078284452202888213 -0.00055397976660633995 -0.00018780857240002004 -0.00011564068685898982 0.00045410641594224101 0.0001138645192008637 -0.00040289877028407275 0.00064372348680490955 0.0001927532812423322 -0.00074310281194176506 0.0004562037909512546
leaf_weight=0.0010112118309543979 0.0013111672220692317 0.0010426999382876154 0.0013831099070593092 0.0010870578752179261 0.0010367693413155616 0.0012049582690609386 0.0018908487179574111 0.0010793102948115372 0.0013373714081341172 0.0011785773813252326 0.00103312273372776
leaf_count=612 291 145 151 336 61 317 341 105 844 492 215
internal_value=0 3.36837e-05 0.00023103 0.000399856 -7.4647e-05 -9.97162e-06 -8.18797e-05 4.45726e-05 -0.000129221 -0.000309877 0.000163008
internal_weight=0 0.013585 0.00481446 0.00343135 0.00877054 0.00772784 0.00669107 0.00480022 0.00372091 0.00238354 0.00212018
internal_count=3910 3298 993 842 2305 2160 2099 1758 1653 809 551
is_linear=0
shrinkage=0.00196078


Tree=3844
num_leaves=10
num_cat=0
split_feature=11 48 43 51 15 16 0 2 52
split_gain=5.36513e-05 6.10751e-05 0.000147144 7.61445e-05 5.77668e-05 0.000108506 9.32184e-05 5.57137e-05 5.10354e-05
threshold=0.081005000000000008 0.016865000000000002 -0.044024999999999988 -0.09021499999999999 -1.0000000180025095e-35 -0.15168999999999996 -0.083424999999999985 0.096540000000000015 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -6 -8 -4
right_child=-2 2 8 4 6 -7 7 -9 -10
leaf_value=0.00027795424861267094 -0.00044654804323039545 0.00083670452623088273 -0.00027429582833362801 3.2703484270879157e-05 0.00029129964981045579 -0.00081061403070832724 -0.00062495467461745331 -5.7045585887131704e-05 0.00023295736010556144
leaf_weight=0.0018708827980667767 0.0010375749850431932 0.0010779882104055777 0.0014400383991909696 0.0010984881261350608 0.0019215318614842587 0.0012587432757737627 0.0010555976984296857 0.0017909537322530538 0.0016209482388196
leaf_count=402 233 339 157 351 586 662 743 206 231
internal_value=0 1.65995e-05 0.000213718 -7.40908e-05 -0.000166527 -0.000417622 -4.23913e-05 -0.000267646 -5.67944e-06
internal_weight=0 0.0131352 0.00413897 0.0089962 0.00712531 0.00235723 0.00476808 0.00284655 0.00306099
internal_count=3910 3677 727 2950 2548 1013 1535 949 388
is_linear=0
shrinkage=0.00196078


Tree=3845
num_leaves=13
num_cat=0
split_feature=484 474 0 1 49 15 4 52 1 16 0 4
split_gain=0.000156283 0.000122287 0.00010074 0.000119228 0.000109473 0.000102677 9.57502e-05 9.15619e-05 9.14432e-05 6.62425e-05 5.23249e-05 4.59511e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.084304999999999977 0.076710000000000014 -0.081419999999999979 -0.015439999999999997 -0.49837999999999999 -0.074484999999999982 0.078675000000000009 -0.27337499999999998 -0.13027499999999997 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 -6 11 -9 -11 -8
right_child=1 -3 5 4 7 6 8 9 -10 10 -12 -13
leaf_value=-0.00072008502391272973 -0.00079043088006530856 0.00061117371863727665 0.00054963168795737268 0.0004877378359318227 -0.00071148991555045407 -0.00050773810219154015 0.00063077928409918389 -0.00034976070217129925 -0.00027688161634551443 0.00048284172501599691 -0.00014010301397702181 7.762252875583222e-05
leaf_weight=0.0010914448373886337 0.0010252697518203981 0.0013506439451730157 0.0019049489741989412 0.0011131224663066611 0.0010339263371001769 0.0010629715695163553 0.0013180206676588588 0.0016090596925973175 0.0012007553699695181 0.0010675236515664439 0.0010078126384675326 0.001027478007853791
leaf_count=612 709 318 518 100 97 122 182 230 394 108 128 392
internal_value=0 4.88941e-05 -7.90388e-06 -0.000173795 -6.53791e-05 0.00016671 8.45203e-06 -0.000195868 0.000163177 -5.11722e-05 0.000180331 0.000388461
internal_weight=0 0.0147215 0.0133709 0.00685671 0.00583144 0.00651417 0.00460923 0.00471832 0.00354625 0.0036844 0.00207534 0.0023455
internal_count=3910 3298 2980 1372 663 1608 1090 563 968 466 236 574
is_linear=0
shrinkage=0.00196078


Tree=3846
num_leaves=9
num_cat=0
split_feature=474 160 133 133 42 15 1 0
split_gain=2.34968e-05 5.16974e-05 7.9137e-05 3.71274e-05 7.90109e-05 6.02924e-05 5.85352e-05 0.00010015
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.099765000000000006 0.088115000000000013 1.0000000180025095e-35 0.094385000000000011 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=-0.017339914366235758 0.014112985666463013 -0.02228149312814932 -0.0049039190733195202 -0.012827193073089811 0.027217299910870692 -0.017897632349512527 -0.0040782507879209553 0.038765514993798628
leaf_weight=0.0017287921163683809 0.0010608762043035321 0.0012133506939871674 0.001975271441410585 0.0010058390362103061 0.0016014752201093689 0.0011948891091300238 0.0010204412644663227 0.0011725230055554057
leaf_count=927 424 843 281 469 326 223 101 316
internal_value=0 -0.00147601 0.00151028 0.00513213 0.00772584 0.00190553 0.00758241 0.0188292
internal_weight=0 0.0109126 0.00918379 0.00797044 0.0069646 0.00536312 0.00416824 0.00219296
internal_count=3910 3486 2559 1716 1247 921 698 417
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=9
num_cat=0
split_feature=3 1 52 16 47 52 15 0
split_gain=2.35352e-05 3.92671e-05 4.59067e-05 5.62431e-05 3.92936e-05 7.26196e-05 7.58664e-05 3.47902e-05
threshold=-0.15464999999999998 0.088010000000000019 0.086950000000000013 -0.083564999999999987 0.087850000000000025 -0.074484999999999982 -0.021529999999999997 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7 -6
right_child=1 4 -4 -5 7 6 -8 -9
leaf_value=0.014467716592578809 0.012096271649044171 -0.010614037912687627 -0.024411612470736907 -0.015120064932785823 -0.019203658215501386 0.035157699397157766 0.0022608055297264422 0.0044285631569184122
leaf_weight=0.0010168680007389313 0.0014609669807519191 0.0012385241215663867 0.0013146616503282821 0.00158094102662986 0.0011475346587947466 0.0013810745458756194 0.0014237138938379135 0.0013626742964971865
leaf_count=259 401 285 792 1040 95 370 430 238
internal_value=0 -0.00143889 -0.00879699 -0.00204861 0.00345253 0.00955365 0.0184592 -0.00637484
internal_weight=0 0.0109101 0.00435657 0.00304191 0.00655352 0.00404331 0.00280479 0.00251021
internal_count=3910 3651 2233 1441 1418 1085 800 333
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=11
num_cat=0
split_feature=11 3 124 49 0 13 15 12 16 12
split_gain=5.70867e-05 5.21332e-05 4.56786e-05 6.68538e-05 7.20272e-05 8.70537e-05 6.35148e-05 9.61763e-05 9.1487e-05 3.44182e-05
threshold=0.081005000000000008 -0.12008499999999998 -0.061329999999999989 -0.091004999999999989 -0.083424999999999985 -0.003375 -0.11739999999999999 0.086765000000000023 -0.085924999999999987 0.098180000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 9 -5 8 -8 -6
right_child=-2 2 3 4 5 -7 7 -9 -10 -11
leaf_value=0.00037298444942819332 -0.00045420422901296304 0.00033923055577432412 -0.00052737306087188027 -0.00025967992771001961 -0.00022609545578899685 -0.00061039837360732569 -0.00030684265995220908 0.00076894653173642004 0.00035149692301049445 0.00028066487838535395
leaf_weight=0.0014690332820481685 0.0010308540500972964 0.001217956162051591 0.0010651393948694918 0.0012567439359541287 0.0010416079403584326 0.0013896161146073789 0.0013801313751400542 0.0010161613261834984 0.0019699351717581484 0.0010197411346057894
leaf_count=211 233 300 161 277 811 515 274 507 432 189
internal_value=0 2.54028e-05 -1.9557e-05 -6.26563e-05 -8.10576e-06 -0.0002311 0.000128751 0.000240555 8.02799e-05 2.45969e-05
internal_weight=0 0.0128261 0.011357 0.0101391 0.00907394 0.00345097 0.00562297 0.00436623 0.00335007 0.00206135
internal_count=3910 3677 3466 3166 3005 1515 1490 1213 706 1000
is_linear=0
shrinkage=0.00196078


Tree=3849
num_leaves=10
num_cat=0
split_feature=11 3 3 2 48 4 4 15 15
split_gain=2.23773e-05 3.23794e-05 3.97519e-05 3.82821e-05 5.8449e-05 5.62964e-05 7.62263e-05 4.17241e-05 3.77539e-05
threshold=0.077330000000000024 -0.12008499999999998 -0.078884999999999997 0.11339500000000001 0.089125000000000024 -1.0000000180025095e-35 -0.060264999999999992 -0.074174999999999977 -0.046449999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -5 -7
right_child=-2 2 3 7 -6 8 -8 -9 -10
leaf_value=0.018257785441590301 -0.013421297347251521 -0.013600385074900058 -0.0015907594243410594 0.0052990067732528092 0.028144510500825844 -0.022793035893779543 0.033446079321446852 -0.023086869991961675 0.003626520968266881
leaf_weight=0.0010223561842840753 0.0011374751364673823 0.0018600150477178718 0.0016045636163278527 0.0010258142977221218 0.0010512412633245554 0.0011024344658417942 0.0010129453119113994 0.0010456744745319139 0.0010618940270299302
leaf_count=168 279 1725 359 265 205 335 242 227 105
internal_value=0 0.00132567 -0.000447134 0.00264794 0.00679511 0.00210165 0.0119681 -0.00903 -0.00983069
internal_weight=0 0.0107869 0.00976458 0.00790457 0.00583308 0.00478184 0.00261751 0.00207149 0.00216433
internal_count=3910 3631 3463 1738 1246 1041 601 492 440
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=10
num_cat=0
split_feature=133 42 40 2 3 2 52 4 12
split_gain=2.36007e-05 4.77069e-05 7.042e-05 0.000105577 0.000106584 3.8124e-05 3.60768e-05 0.000105355 7.74126e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0068699999999999985 0.11230000000000001 0.097615000000000021 0.12238000000000002 -0.0025949999999999997 -0.0031049999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 7 -4 -8
right_child=1 2 3 5 -6 -7 8 -9 -10
leaf_value=0.013123381693539474 -0.017770010307351255 0.025602900400319175 -0.032423741444745129 -0.033346970063614666 0.033063710442920141 -0.007458256939816589 0.021686369156718174 0.011417771980663238 -0.014077993076817008
leaf_weight=0.0012167304256587947 0.0015542643627553835 0.0010455734079727963 0.0011095234691006119 0.0011226890620733439 0.0011091623369273648 0.0011530116582012307 0.0014561778592837545 0.0010833167822247112 0.0010356543418974832
leaf_count=604 752 313 607 173 145 210 330 184 592
internal_value=0 -0.00157656 0.00118467 -0.00197921 0.00518939 -0.0202301 -0.00141025 -0.010765 0.006822
internal_weight=0 0.0106694 0.00911511 0.00806954 0.00579383 0.0022757 0.00468467 0.00219284 0.00249183
internal_count=3910 3306 2554 2241 1858 383 1713 791 922
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=8
num_cat=0
split_feature=51 457 1 42 43 15 13
split_gain=2.30529e-05 3.68838e-05 4.43174e-05 4.46639e-05 5.62122e-05 5.84033e-05 9.4436e-05
threshold=-0.09021499999999999 0.088020000000000001 0.11561500000000001 -1.0000000180025095e-35 -0.083899999999999988 -0.09547499999999999 -0.09547499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=0.010588360931783801 -0.025413819862196686 0.016052567800207772 0.011010723850598371 0.015107211006122043 0.0053751810442936076 7.9725294770040028e-05 -0.034434033926216377
leaf_weight=0.0017333643535915816 0.0011402252941919754 0.0010284086891014831 0.0016285486328883316 0.0012471621225398598 0.001878264468483493 0.0016138449779558536 0.0015582531720951922
leaf_count=515 873 192 414 426 236 160 1094
internal_value=0 -0.0018949 -0.00393072 -0.00720226 -0.00390489 -0.00859983 -0.0168747
internal_weight=0 0.0100947 0.0090663 0.00743775 0.00629752 0.00505036 0.0031721
internal_count=3910 3395 3203 2789 1916 1490 1254
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=10
num_cat=0
split_feature=132 14 2 49 4 43 15 4 151
split_gain=2.32468e-05 3.83275e-05 4.83582e-05 0.000100852 6.99196e-05 8.39824e-05 9.22092e-05 6.71274e-05 3.95308e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 0.10946500000000002 -0.006494999999999999 -0.34687499999999999 -0.079109999999999986 -0.064869999999999983 -0.060264999999999992 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 8 -8 -7
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=-0.019447721487955982 0.014114843733510005 -0.025632310884230514 -0.0091188719586980417 0.033513346814251742 -0.01631983928910009 0.0078691428547791164 0.0060388979474294601 0.041000654294034711 -0.019511330735406524
leaf_weight=0.0010660772523995764 0.0010533531365695065 0.0011830334523984503 0.0010477994446121872 0.0011795713998108254 0.0019543125444468059 0.0010222326856258353 0.0011316554814396502 0.0010669627185636822 0.0010890620130555588
leaf_count=169 395 195 150 403 919 97 907 275 400
internal_value=0 -0.00145232 0.000530651 0.0134583 -0.00333583 0.000874985 0.00867191 0.0230054 -0.00625443
internal_weight=0 0.0107407 0.00967463 0.00222737 0.00744726 0.00626423 0.00430991 0.00219862 0.00211129
internal_count=3910 3515 3346 553 2793 2598 1679 1182 497
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=11
num_cat=0
split_feature=484 1 52 0 4 474 3 457 2 4
split_gain=0.000116783 8.66818e-05 0.000157935 9.65648e-05 0.000110973 0.000104696 8.83656e-05 9.8591e-05 6.14852e-05 9.20123e-05
threshold=-0.0043499999999999988 0.13562500000000002 0.11588000000000002 -0.060094999999999989 -0.48072499999999996 0.080165000000000014 0.12046500000000002 0.082870000000000013 0.091025000000000009 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00064488237574662798 9.6791166046771726e-05 0.00059598096463161446 -0.00064325083711787171 -0.00012993359049932131 0.00065885302271291015 0.00055883931435707021 -0.00065592793544369781 0.00051081296156776956 0.00013779581126613694 -0.00058082318110632553
leaf_weight=0.0010163004554864493 0.0012871996916247938 0.0010130456632653053 0.0013145234128324372 0.0010668963226227249 0.0019194485591948933 0.001001545396480237 0.0010087022590628721 0.0010711609368072444 0.0018804220551830791 0.0019191098173935702
leaf_count=612 720 230 480 168 272 266 82 151 473 456
internal_value=0 4.43899e-05 -4.24192e-07 7.5331e-05 0.000377053 -3.4981e-05 -0.000117969 -2.98473e-05 -0.000143699 -0.000308789
internal_weight=0 0.0134821 0.012469 0.0111545 0.00298634 0.00816814 0.00716659 0.00615789 0.00508673 0.00320631
internal_count=3910 3298 3068 2588 440 2148 1882 1800 1649 1176
is_linear=0
shrinkage=0.00196078


Tree=3854
num_leaves=13
num_cat=0
split_feature=484 41 474 150 48 150 124 43 15 3 13 16
split_gain=0.000119522 8.23763e-05 0.00011862 7.78837e-05 0.00015337 8.56975e-05 0.000100921 9.53059e-05 0.000107759 0.000167321 0.000134621 5.00448e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.085070000000000021 -1.0000000180025095e-35 0.10417000000000001 0.090695000000000012 -0.018779999999999995 0.14198000000000002 -0.094924999999999995 -0.074234999999999982 0.0024700000000000004 -0.079209999999999989
decision_type=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 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00066104225463672547 -0.00050716618899181176 -0.00050682351226866585 0.00071349966000422123 -0.00051479706417930336 0.00079153274312563911 -0.00052939486732355432 0.0004806406899346983 0.00067551907069100597 0.00011210303597780592 -0.00063122742711800562 -0.00042748961071480406 0.00071004009361196919
leaf_weight=0.0010425295790265571 0.0010035803891007581 0.0010250333795105504 0.0010163287361753372 0.0010503047636134574 0.0010089490582483951 0.0010913643631020936 0.001618837644126161 0.0010715705920833199 0.0010102793740372233 0.0015613263974565772 0.0010415547470482628 0.0011515758153252667
leaf_count=612 121 183 288 192 148 239 286 199 522 356 324 440
internal_value=0 2.77551e-05 7.11557e-05 1.49223e-05 6.43254e-05 -1.21286e-05 5.42436e-05 0.000134412 4.35796e-05 -0.000104914 0.000151609 0.000430612
internal_weight=0 0.0136507 0.0126257 0.0116093 0.0106058 0.00959681 0.00850545 0.00745514 0.00638357 0.00476474 0.00320341 0.00216186
internal_count=3910 3298 3115 2827 2706 2558 2319 2127 1928 1642 1286 962
is_linear=0
shrinkage=0.00196078


Tree=3855
num_leaves=12
num_cat=0
split_feature=484 474 0 48 2 1 3 151 42 43 16
split_gain=0.000115058 8.81976e-05 8.10925e-05 0.000124073 0.000120616 0.000162345 0.000137505 7.64202e-05 7.46422e-05 0.000100457 0.000138321
threshold=-0.0043499999999999988 0.084655000000000022 -0.084304999999999977 0.084795000000000023 0.086915000000000006 0.095575000000000007 0.12046500000000002 -0.0088999999999999982 0.086375000000000021 0.0016850000000000001 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 5 -2 7 -6 9 10 -4
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00063967964270226563 -0.0010853530373808715 0.00055675649705707296 0.00039666540667627668 0.00078518240352893351 -5.2299693565216111e-05 -2.1358778701941339e-05 -0.00052023761085814065 0.00058798659815656983 -0.00038709565756118259 0.00059565440204425069 -0.00054450420558706887
leaf_weight=0.0010141247273699411 0.0010536640395838442 0.0011820009739969542 0.0012062056611080855 0.0010110687101636444 0.0014100363024243832 0.0011564747856521555 0.0011878111972012176 0.0014574272029937311 0.0012311742615985664 0.001356880131396912 0.0011952834631223856
leaf_count=612 492 318 463 212 200 122 113 445 584 167 182
internal_value=0 4.52255e-05 -4.0676e-06 0.000158841 -0.000160091 -0.000528609 4.07517e-05 0.000273134 3.19213e-05 0.000169184 -7.17791e-05
internal_weight=0 0.013448 0.012266 0.00600061 0.00626541 0.00221014 0.00405527 0.00286746 0.00498954 0.00375837 0.00240149
internal_count=3910 3298 2980 1608 1372 614 758 645 1396 812 645
is_linear=0
shrinkage=0.00196078


Tree=3856
num_leaves=11
num_cat=0
split_feature=133 376 50 484 1 12 15 2 52 1
split_gain=7.57349e-05 9.95774e-05 6.39175e-05 6.87666e-05 8.37988e-05 0.000109125 0.00014738 0.000168088 5.81807e-05 3.83116e-05
threshold=0.10599500000000002 0.048375000000000008 0.082310000000000008 0.084225000000000008 0.12864500000000004 0.099680000000000005 -0.095799999999999982 0.086650000000000019 -1.0000000180025095e-35 0.096630000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -8 -9 -1
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00015270807680873422 -0.00052661719730338885 0.00058022718406004368 -0.00042881163401116423 0.00043172976093838386 0.00048534026823059861 -0.00070211109582839291 -0.00036475089814814809 0.00016692571900090849 0.00067313296324615938 -0.00066892296446810203
leaf_weight=0.001013844453346912 0.0010008090573414034 0.0011650870039335232 0.0013108976708975156 0.0014204262527506206 0.0010693124938127773 0.0010092964529543136 0.0015574855359803351 0.0018205480532673412 0.0016770782558758418 0.0012153769530547261
leaf_count=218 557 180 570 367 178 241 662 403 414 120
internal_value=0 3.27582e-05 -1.99816e-05 2.97185e-05 -3.12695e-05 -9.7877e-05 -1.4156e-05 0.000171054 0.000409647 -0.00043415
internal_weight=0 0.0132594 0.0120943 0.0107834 0.00936294 0.00829363 0.00728433 0.00505511 0.00349763 0.00222922
internal_count=3910 3353 3173 2603 2236 2058 1817 1479 817 338
is_linear=0
shrinkage=0.00196078


Tree=3857
num_leaves=10
num_cat=0
split_feature=484 457 41 48 4 1 3 0 43
split_gain=0.000104188 7.87814e-05 9.71705e-05 8.37866e-05 9.79875e-05 5.10712e-05 8.70019e-05 8.57637e-05 7.9778e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.075585000000000013 0.016865000000000002 -0.0010999999999999996 1.0000000180025095e-35 -0.074234999999999982 -0.14293499999999998 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00061906706404578956 -0.00048847615952825557 -0.00043543007086128244 -0.00049044853889114795 0.00080735703360892486 0.00010123204476378454 0.00047764042331394855 0.00038940239947862386 -0.00031779274615488393 0.00017905557981188016
leaf_weight=0.0010085255143209805 0.0010209620725830206 0.0018175831327623896 0.0010542905664916542 0.0013350129073003997 0.0017407335070692585 0.0019342692611060601 0.0010349687662809953 0.0018163920232703394 0.0014686821842283279
leaf_count=612 197 992 191 279 238 563 122 404 312
internal_value=0 3.47483e-05 7.85276e-05 0.000132339 0.000407722 2.74054e-05 0.00015665 -6.10996e-05 -0.000160807
internal_weight=0 0.0132229 0.0122019 0.0111476 0.00307575 0.0080719 0.00478563 0.00285136 0.00328627
internal_count=3910 3298 3101 2910 517 2393 1089 526 1304
is_linear=0
shrinkage=0.00196078


Tree=3858
num_leaves=12
num_cat=0
split_feature=49 158 15 15 3 4 1 3 1 13 2
split_gain=6.66031e-05 8.62602e-05 7.32571e-05 7.38945e-05 0.000129662 0.000109576 0.000140737 0.000163682 0.00013402 8.21262e-05 7.34599e-05
threshold=-0.14917999999999998 0.084965000000000027 0.079360000000000014 -0.11739999999999999 -0.10315499999999998 0.097045000000000006 0.094485000000000013 0.0048550000000000008 0.11215000000000001 -0.013465 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 7 -6 -8 -2 -9
right_child=1 -3 -4 4 5 -7 8 10 -10 -11 -12
leaf_value=0.0004639724502674654 0.00015816075797388471 -0.00060372678655564089 -0.0003553830111309388 0.00063969852319658714 -0.00067729115777992596 -0.00056113486708000916 0.00096386968442652718 0.0005306343143161548 2.2011661160158269e-06 -0.00059250145103309721 -0.00016131190419107358
leaf_weight=0.0010376974985138463 0.0010089907952418107 0.0010067736997196207 0.0019696144874762527 0.0016147902363957776 0.0012750850495138744 0.0010487945335818242 0.0011904760444400543 0.0012143205883872188 0.0010473204710831768 0.0012601765311014905 0.0011471209209661104
leaf_count=129 293 415 1238 230 786 172 172 89 138 196 52
internal_value=0 -5.11419e-05 -7.59949e-06 5.57849e-05 0.000139372 2.26727e-05 0.000126905 -0.000111174 0.000513795 -0.000258718 0.000194507
internal_weight=0 0.0137835 0.0127767 0.0108071 0.00853791 0.00692312 0.00587432 0.00363653 0.0022378 0.00226917 0.00236144
internal_count=3910 3781 3366 2128 1639 1409 1237 927 310 489 141
is_linear=0
shrinkage=0.00196078


Tree=3859
num_leaves=12
num_cat=0
split_feature=158 41 159 457 2 48 1 16 4 52 4
split_gain=8.65306e-05 8.95963e-05 9.52336e-05 7.32535e-05 9.31597e-05 0.000121428 8.87225e-05 8.36308e-05 0.000110087 0.0001161 7.98405e-05
threshold=0.085745000000000002 0.075585000000000013 0.088320000000000023 -0.0015249999999999997 0.11339500000000001 0.083775000000000002 0.11774500000000002 0.41476000000000007 0.05309500000000001 0.0033900000000000002 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 8 9 -5 -11
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 10 -12
leaf_value=-0.00047818175970902523 -0.00056414462813902857 -0.00052593635422732885 0.00065534069896004275 -0.00065436119521071273 -0.00070435454577924528 0.000598662018696119 0.00011122035067649371 0.00053914934953786572 0.0003858025375417504 -0.00033879389001502115 0.00043810301568012583
leaf_weight=0.0010022409480320181 0.0010041077894202702 0.0010171585632567084 0.0010134015891597797 0.0015626810691447492 0.0010229994729304259 0.0019490592989859241 0.0010282983897914105 0.0010536880322617875 0.0014611755931361091 0.0010001177817413227 0.0010347785032527178
leaf_count=275 410 192 268 745 239 360 171 145 238 40 827
internal_value=0 3.30391e-05 7.99179e-05 2.74544e-05 7.7566e-05 0.000172498 -0.000295514 3.66087e-05 -6.80656e-05 -0.000252407 5.62711e-05
internal_weight=0 0.0131456 0.0121284 0.011115 0.0101128 0.0080615 0.0020513 0.00611244 0.00505875 0.00359758 0.0020349
internal_count=3910 3500 3308 3040 2765 2355 410 1995 1850 1612 867
is_linear=0
shrinkage=0.00196078


Tree=3860
num_leaves=9
num_cat=0
split_feature=123 133 48 15 4 13 51 16
split_gain=2.52461e-05 5.66631e-05 4.8293e-05 0.000110674 6.58287e-05 8.46653e-05 5.75629e-05 8.55633e-05
threshold=1.0000000180025095e-35 -0.036599999999999987 0.087035000000000015 -0.095799999999999982 -0.034289999999999994 -0.083924999999999986 -0.0084849999999999978 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6 -8
right_child=-2 2 3 -5 6 -7 7 -9
leaf_value=0.01676666898864752 0.01493668533313309 0.0095340460073950872 -0.041955142772352849 0.00031933028460327199 0.023749241354329674 -0.027415963650549109 0.012862584114557252 -0.022603684381452237
leaf_weight=0.0014717840065493126 0.0010213716066744963 0.0010356968448341447 0.0010038902854200035 0.0016164466857982031 0.0014604689963982074 0.0015454644982158901 0.0017903484953074669 0.0010970475869236408
leaf_count=755 334 175 194 241 491 1061 380 279
internal_value=0 -0.00149758 -0.00431254 -0.0158767 6.06441e-05 -0.0125897 0.00757066 -0.000612597
internal_weight=0 0.0110211 0.00954936 0.00262034 0.00692903 0.00258116 0.00434787 0.0028874
internal_count=3910 3576 2821 435 2386 1236 1150 659
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=9
num_cat=0
split_feature=158 50 47 4 12 16 13 16
split_gain=2.47755e-05 3.92021e-05 5.52055e-05 6.13871e-05 4.49849e-05 6.49959e-05 7.88309e-05 5.13674e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.11646500000000001 0.25367000000000006 0.098845000000000016 -0.014099999999999998 -0.0019849999999999994 0.054425000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.026698508801934889 -0.014964441903816848 -0.017339882012512471 -0.018747790815341375 0.024007036885396068 -0.015744091622876676 0.032430638065748869 0.0068903876715460111 0.0058232553487428968
leaf_weight=0.001079413156537686 0.0010250646989365371 0.0010237868080530113 0.0010266722348292725 0.0015249532651731351 0.0012006456909192179 0.0011428791638877379 0.0019811667488117629 0.0019871552551893558
leaf_count=783 488 655 114 349 324 494 245 458
internal_value=0 0.00129252 0.00321104 0.00573953 0.0019706 0.0054063 -0.00495583 0.0155385
internal_weight=0 0.0109667 0.00994289 0.00891621 0.00739126 0.00619061 0.00306058 0.00313003
internal_count=3910 3422 2767 2653 2304 1980 1028 952
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=11
num_cat=0
split_feature=11 3 457 1 3 15 0 51 2 43
split_gain=6.29582e-05 8.80909e-05 5.36527e-05 6.06456e-05 9.03446e-05 0.000278773 7.50821e-05 0.000114353 9.97419e-05 6.05955e-05
threshold=0.081005000000000008 -0.12008499999999998 -1.0000000180025095e-35 0.095575000000000007 0.090325000000000003 -1.0000000180025095e-35 -0.18901999999999997 -0.07742499999999998 1.0000000180025095e-35 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 -8 -9 -7
right_child=-2 2 3 6 -6 9 7 8 -10 -11
leaf_value=0.0004806852004390233 -0.00047352437838472591 -0.00044743650183719485 -0.0010390681144533457 -0.00024367561069034392 0.00024547166445737007 0.0004383111098350867 -0.00014454650745708252 0.00021061692522428621 0.0010215893041090618 -0.00017795470220413259
leaf_weight=0.00149516840784662 0.0010174169806564061 0.0010514873231132352 0.0012780354885263408 0.0012301576925028979 0.0017445781266776303 0.0010741243993949499 0.0013271077847954796 0.0012974225109919795 0.0010590048951528894 0.0014302213480189467
leaf_count=211 233 308 907 104 113 282 151 315 284 1002
internal_value=0 3.29811e-05 -2.52669e-05 1.72502e-05 -0.000123655 -0.00029391 0.000175741 0.00031581 0.000575077 8.63643e-05
internal_weight=0 0.0129873 0.0114921 0.0104407 0.00552696 0.00378238 0.00491369 0.00368354 0.00235643 0.00250435
internal_count=3910 3677 3466 3158 2304 2191 854 750 599 1284
is_linear=0
shrinkage=0.00196078


Tree=3863
num_leaves=13
num_cat=0
split_feature=158 41 159 49 52 133 13 49 1 457 1 133
split_gain=7.78652e-05 6.68328e-05 9.52769e-05 5.24392e-05 7.77663e-05 7.8183e-05 0.000126609 0.000160447 9.11958e-05 8.59684e-05 7.85309e-05 6.89613e-05
threshold=0.085745000000000002 0.075585000000000013 0.088320000000000023 0.10251500000000001 0.11588000000000002 -0.0056849999999999991 -0.003375 -0.006494999999999999 0.11215000000000001 0.018630000000000004 0.088385000000000005 1.0000000180025095e-35
decision_type=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 -9
right_child=-2 -3 -4 -5 -6 6 8 11 -10 -11 -12 -13
leaf_value=-0.00042745184558100498 -0.00053211591479103979 -0.00044900404369786875 0.00064922907006819569 0.00040137713576157409 -0.00052462833829854778 -0.00024044858245260049 0.00016609632379319339 0.0010723119791901702 -0.00057810466751326815 0.00053431261089304828 -0.00053867002731584337 0.00037285804265984723
leaf_weight=0.0012255761741339676 0.0010125266507556305 0.0010264495426285701 0.001008611106621868 0.0012380060713346368 0.001075403766533963 0.0010063497479070494 0.0013950237951257907 0.0010365618252582303 0.0011568829786723508 0.0010253243702309685 0.001077286926656703 0.0011357018598883656
leaf_count=718 410 192 268 330 437 290 218 208 88 91 204 456
internal_value=0 3.17914e-05 7.16527e-05 2.04266e-05 -2.61112e-05 3.30702e-05 0.000105124 0.00040678 -0.00010088 5.6967e-05 -0.000140999 0.000706624
internal_weight=0 0.0134072 0.0123807 0.0113721 0.0101341 0.00905871 0.00783313 0.00317861 0.00465452 0.00349764 0.00247231 0.00217226
internal_count=3910 3500 3308 3040 2710 2273 1555 954 601 513 422 664
is_linear=0
shrinkage=0.00196078


Tree=3864
num_leaves=12
num_cat=0
split_feature=484 474 0 15 43 43 2 3 151 16 4
split_gain=9.56679e-05 5.49008e-05 8.92222e-05 7.57282e-05 0.000139297 8.19718e-05 6.55818e-05 0.000109284 0.000164085 6.82989e-05 8.08519e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.077944999999999987 -0.015439999999999997 -0.15426499999999996 0.088185000000000013 0.089910000000000004 0.12046500000000002 -0.0088999999999999982 -0.083564999999999987 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 9 8 -8 10 -2
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00058825463163163639 0.00024372766967858047 0.00044605261278218877 0.00053578089677300831 0.00062613253151126138 -0.00062820208855337038 0.00012646602410864744 -0.00027228885258099818 -0.00045659382206325811 0.00068246808856626553 -0.00073827407433458138 -0.0005108546010302175
leaf_weight=0.001027980547073838 0.0010613174155487573 0.0011297550514360001 0.0016855366663931694 0.0010104793886902548 0.0011114593384873605 0.0011020441162072903 0.001285682397870933 0.0012481156066865423 0.0014988667845428445 0.0011293406541512544 0.0011242098875799285
leaf_count=612 437 318 441 71 470 60 154 115 426 613 193
internal_value=0 3.24517e-05 -5.67069e-06 0.000198985 2.29046e-05 -0.000252473 -0.000142419 2.5534e-05 0.000241638 -0.00034674 -0.000144421
internal_weight=0 0.0133868 0.0122571 0.00490952 0.00322398 0.0022135 0.00734753 0.00403266 0.00278455 0.00331487 0.00218553
internal_count=3910 3298 2980 1042 601 530 1938 695 580 1243 630
is_linear=0
shrinkage=0.00196078


Tree=3865
num_leaves=12
num_cat=0
split_feature=484 11 48 43 160 157 4 52 1 2 0
split_gain=0.000120613 7.77665e-05 9.94583e-05 0.000195621 7.70133e-05 7.49588e-05 5.94078e-05 0.00011489 0.000107893 9.12432e-05 5.40168e-05
threshold=-0.0043499999999999988 0.080455000000000013 0.016865000000000002 -0.044024999999999988 0.086110000000000006 -0.065299999999999983 -0.076854999999999993 0.084240000000000023 0.12864500000000004 0.11085000000000002 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 -7 9 10 -8
right_child=1 -3 3 4 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00066086237236157865 0.000464608811614414 -0.00048835130420583157 0.0010712805834519645 0.00032544113748479031 -0.00034838012705736167 0.00049595484618969465 4.2661337751684975e-05 -0.0002476724648993014 0.00031406215831642571 -0.00090974874542592448 -0.00055292394413340165
leaf_weight=0.0010298061052168373 0.0010057487670387024 0.0010082243897435112 0.001030874484560683 0.0017267350404679437 0.0010478847533250679 0.0014928996072360648 0.0013836071286442257 0.0017180194506804336 0.0010000541611595954 0.0010189018363593282 0.0010149221695289323
leaf_count=612 337 221 267 273 62 399 179 524 194 227 615
internal_value=0 3.53994e-05 7.78491e-05 0.000341938 7.09605e-05 -3.8548e-05 -0.000104886 9.80731e-05 -0.000252409 -0.000418178 -0.000209357
internal_weight=0 0.0134479 0.0124396 0.00380549 0.00277462 0.00863415 0.0076284 0.00321092 0.00441749 0.00341743 0.00239853
internal_count=3910 3298 3077 602 335 2475 2138 923 1215 1021 794
is_linear=0
shrinkage=0.00196078


Tree=3866
num_leaves=12
num_cat=0
split_feature=158 457 52 52 16 15 1 49 12 52 0
split_gain=6.75619e-05 7.76234e-05 9.20789e-05 9.72194e-05 0.000101482 0.000113455 0.000157903 0.000108237 6.31175e-05 0.000111758 4.65434e-05
threshold=0.085745000000000002 -0.0034949999999999994 -0.27466499999999994 -0.081429999999999989 -0.50388999999999984 -0.14097499999999996 0.11368000000000002 -1.0000000180025095e-35 0.095295000000000019 0.091210000000000013 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 9 10 -9
right_child=-2 2 3 4 5 6 -8 8 -10 -11 -12
leaf_value=-0.00047787340498953352 -0.00049184430805720818 -0.00041870144357545046 0.00052339875050856025 0.00054115886973321061 -0.00059544957167606029 -0.00064814792786997526 0.0007224154029739692 0.00019152947751880075 -0.00036895100770600972 0.00071730449082124149 -0.00035709087624417109
leaf_weight=0.0010703477797118768 0.0010301583974510206 0.0013146911964705419 0.0019854978553544367 0.00135338169066511 0.0011989319364269207 0.001038176184403921 0.0011450825057678932 0.0013484489295867892 0.0010413218077764148 0.0010450560022684822 0.0010633697435686559
leaf_count=304 410 382 375 208 274 141 132 486 397 373 428
internal_value=0 2.89653e-05 7.22472e-05 0.000129777 4.51386e-05 -4.00482e-05 5.9614e-05 -7.74726e-05 5.42383e-05 0.000181717 -5.0357e-05
internal_weight=0 0.0136043 0.012534 0.0112193 0.00923377 0.00788039 0.00668146 0.00553637 0.0044982 0.00345687 0.00241182
internal_count=3910 3500 3196 2814 2439 2231 1957 1825 1684 1287 914
is_linear=0
shrinkage=0.00196078


Tree=3867
num_leaves=9
num_cat=0
split_feature=0 12 47 4 4 1 15 15
split_gain=2.54153e-05 8.22122e-05 5.51564e-05 6.58199e-05 0.000129379 7.5415e-05 6.90867e-05 2.97057e-05
threshold=-0.017269999999999997 0.082640000000000005 0.11926500000000002 0.25367000000000006 0.055260000000000011 0.095575000000000007 -0.0063699999999999989 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.020730490033971073 0.030434086374054665 -0.0057557059555525215 -0.024720327147145144 0.016177421642385715 -0.03601633198013527 0.019403562305612316 0.018474760317302327 -0.005554768017206912
leaf_weight=0.0017551667485063826 0.0010403440846641367 0.0015826459430748735 0.0010013336308091403 0.0019588094085306873 0.0010990939155867416 0.0016557826146958322 0.0010132624998520144 0.0010450552866037989
leaf_count=917 243 203 130 399 303 385 217 1113
internal_value=0 0.00859808 -0.002518 8.91868e-05 -0.00470863 0.00158291 -0.00615467 0.00627442
internal_weight=0 0.00262299 0.0095285 0.00852717 0.00656836 0.00546927 0.00381348 0.00205832
internal_count=3910 446 3464 3334 2935 2632 2247 1330
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=12
num_cat=0
split_feature=484 474 150 160 42 43 3 42 15 43 2
split_gain=8.82597e-05 6.7535e-05 8.05974e-05 8.14743e-05 0.000125122 0.000104153 0.000210337 0.000113576 0.000136537 0.000265468 0.000106661
threshold=-0.0043499999999999988 0.084655000000000022 -1.0000000180025095e-35 -0.080734999999999987 -0.09602999999999999 -0.074254999999999988 -0.078669999999999976 0.078965000000000021 -1.0000000180025095e-35 0.0016850000000000001 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 10 -10 -7
right_child=1 -3 3 4 5 7 -8 -9 9 -11 -12
leaf_value=-0.00056810738555594805 -0.00053509495391443091 0.00048524581673700526 -0.00047629477859528101 -0.00056264671897910583 7.290669362226139e-05 -2.4092383004710591e-05 0.0011692552313059832 -0.00051450134785929248 -0.00085907957285265768 0.00039395268904466311 0.00078602854941595308
leaf_weight=0.0010048612180509125 0.0010243678282301225 0.0011662648126100827 0.0010697351561318501 0.0010130063544486435 0.0018537374468304887 0.0010315447795983855 0.0010560747737864791 0.0012209872939017144 0.0011752960784375717 0.0014545660820448059 0.0015847701438533911
leaf_count=612 123 318 539 210 370 137 228 601 384 144 244
internal_value=0 3.40114e-05 -8.14295e-06 3.89605e-05 9.20104e-05 0.000162734 0.000470811 2.41188e-05 0.000149476 -0.000166033 0.000466619
internal_weight=0 0.0136504 0.0124841 0.0114597 0.01039 0.00937698 0.00290981 0.00646716 0.00524618 0.00262986 0.00261631
internal_count=3910 3298 2980 2857 2318 2108 598 1510 909 528 381
is_linear=0
shrinkage=0.00196078


Tree=3869
num_leaves=13
num_cat=0
split_feature=484 457 52 52 47 0 52 52 16 42 1 0
split_gain=9.89135e-05 5.46682e-05 5.98826e-05 0.000120376 7.90783e-05 0.000138577 9.46909e-05 7.1762e-05 0.000174712 7.01831e-05 6.42732e-05 0.000118536
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.37613999999999997 -0.048794999999999991 0.085165000000000018 -0.10462499999999998 0.11588000000000002 0.091210000000000013 -0.083564999999999987 0.060615000000000009 0.079355000000000023 -0.15007499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 6 -6 7 8 9 -5 -4 -12
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.0005967540982352304 -0.00039846327885827626 -0.00033603535898125812 3.7520825500528292e-05 -0.00019018680982459612 -0.00014900914215991429 0.00083493435846721095 -0.00066906170930330401 0.0004112509105926384 -0.00075159918116931407 0.00049885913336369253 0.00017550234270955942 0.0010819013629602147
leaf_weight=0.0010004800122170856 0.0010002703182888052 0.001210808882652562 0.0010379509001041164 0.0010907595885047859 0.0011883750144226924 0.0010249498845887901 0.0010272797329249081 0.0011599465341715944 0.0012163522070479989 0.0011865666996328326 0.0011095439409056773 0.0011093233869449073
leaf_count=612 197 352 173 396 85 161 428 232 595 291 45 343
internal_value=0 4.24394e-05 7.81154e-05 0.000123085 -7.76835e-06 0.000306637 -0.000130263 -1.13242e-05 -0.000151625 0.00016883 0.000440261 0.000628657
internal_weight=0 0.0133621 0.0123619 0.011151 0.00789423 0.00221332 0.0056809 0.00465363 0.00349368 0.00227733 0.00325682 0.00221887
internal_count=3910 3298 3101 2749 2188 246 1942 1514 1282 687 561 388
is_linear=0
shrinkage=0.00196078


Tree=3870
num_leaves=12
num_cat=0
split_feature=484 474 150 47 42 3 4 43 15 2 13
split_gain=9.87772e-05 6.74893e-05 0.000100245 0.000110475 0.000172507 0.000150179 0.000161553 0.000110974 8.41178e-05 8.74115e-05 6.37026e-05
threshold=-0.0043499999999999988 0.085070000000000021 -1.0000000180025095e-35 0.10436500000000001 -0.089744999999999978 0.12046500000000002 0.22584000000000001 -0.083899999999999988 -0.094924999999999995 0.083585000000000007 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9 -10 -11
right_child=1 -3 3 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.0005969754362109451 -0.0005825788630044144 0.0004928606457551049 -0.00081704875652087081 0.00046351500278884577 0.00048198689846757123 -0.00045213307910708207 0.00084107594400316301 0.00037734051283377798 -0.00072477776719736837 -0.00040158013614778262 0.00025475459737523369
leaf_weight=0.0010508602703592313 0.0010896009951779648 0.0010985097238919552 0.0010009720052598725 0.0019666311192547059 0.0016057352411507214 0.0018805859275646385 0.0011578837773220038 0.0010054309447071028 0.0010930083655344633 0.0010631483765922065 0.0012220923281339429
leaf_count=612 125 298 370 174 374 165 270 170 405 706 241
internal_value=0 2.60502e-05 -1.31391e-05 3.85856e-05 -4.47419e-05 4.0888e-05 0.000170611 4.09956e-05 -0.000120539 -0.000268717 -5.05879e-05
internal_weight=0 0.0141836 0.0130851 0.0119955 0.0100289 0.00902788 0.0071473 0.00598942 0.00438368 0.00337825 0.00228524
internal_count=3910 3298 3000 2875 2701 2331 2166 1896 1522 1352 947
is_linear=0
shrinkage=0.00196078


Tree=3871
num_leaves=10
num_cat=0
split_feature=124 484 1 15 3 48 4 1 3
split_gain=2.37642e-05 3.51712e-05 5.69203e-05 6.6926e-05 9.97277e-05 9.2983e-05 8.33498e-05 7.35699e-05 8.73669e-05
threshold=-0.061329999999999989 0.084225000000000008 0.12263000000000002 -0.11739999999999999 -0.08348499999999999 0.090910000000000005 -0.08422499999999998 0.095575000000000007 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.014004300127995063 -0.028925365513639542 0.013523226707711994 0.013403384060055423 -0.0056815982626502769 -0.048810587694631577 0.014473048704310485 0.031931854627232338 0.0028589792775888714 -0.011447839549119175
leaf_weight=0.0010847292098382132 0.0011910624435086505 0.001367124214849187 0.0016387602095004781 0.0011582424061795137 0.0011675030799490425 0.001038395634440149 0.001199021129919909 0.0010379509691063431 0.0013489792367690767
leaf_count=310 268 438 252 537 1043 155 554 270 83
internal_value=0 -0.00150048 -0.00360063 -0.00702343 -0.00327001 -0.0118518 0.0134505 -0.0195423 -0.028782
internal_weight=0 0.011147 0.00977992 0.00814115 0.00695009 0.00459283 0.00235726 0.00355443 0.00251648
internal_count=3910 3600 3162 2910 2642 1551 1091 1396 1126
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=11
num_cat=0
split_feature=484 474 0 1 49 48 16 0 16 16
split_gain=0.000100398 5.35933e-05 7.52412e-05 0.000105631 0.000103424 0.000102394 6.38074e-05 6.10998e-05 5.66859e-05 6.11481e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.084304999999999977 0.083065000000000014 -0.047309999999999998 0.084795000000000023 -0.083564999999999987 -0.017269999999999997 -0.09601999999999998 -0.45301499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -4 -8 9 -6
right_child=1 -3 5 4 8 -7 7 -9 -10 -11
leaf_value=-0.00060813248848652136 -0.00068183556844098048 0.00043429728235189132 0.00041912723547533431 0.00036808728345006324 -0.00034021619587401325 0.00071702437300914888 -0.00034070797801533901 0.0001594255582670351 -0.00054461473455686197 0.00031571633403306413
leaf_weight=0.0010207512241928009 0.0011952275340010405 0.0011509301975160544 0.0012429730871529451 0.0016613274321410944 0.0011615483651161286 0.0010152788980223688 0.0018990490386939834 0.001857935017042168 0.001330786005836789 0.001031794652529047
leaf_count=612 755 318 295 172 156 212 902 199 167 122
internal_value=0 2.95527e-05 -8.02677e-06 -0.000156351 -3.52284e-05 0.000149308 3.40293e-05 -9.33778e-05 -0.000225357 -3.16517e-05
internal_weight=0 0.0135469 0.0123959 0.00638068 0.00518546 0.00601524 0.00499996 0.00375698 0.00352413 0.00219334
internal_count=3910 3298 2980 1372 617 1608 1396 1101 445 278
is_linear=0
shrinkage=0.00196078


Tree=3873
num_leaves=10
num_cat=0
split_feature=48 48 51 0 15 15 43 43 4
split_gain=2.53941e-05 5.82797e-05 0.000112892 6.40463e-05 3.80818e-05 7.67681e-05 8.83876e-05 7.25723e-05 7.46298e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 -0.099824999999999983 -0.017214999999999998 -0.17307499999999998 -0.0037249999999999996 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 -9
right_child=-2 -3 -4 4 5 6 7 8 -10
leaf_value=0.023957307894834887 -0.015060325047445948 0.022062995892044489 -0.03022903605318901 0.01494830226721079 -0.024563926463990075 0.027480683030633526 -0.026120683739099395 -0.016668905829794963 0.017498826364409543
leaf_weight=0.0012166746804314092 0.001041957521149251 0.0012021074095856623 0.0011842237653389978 0.0012817352349763014 0.0014048476144652364 0.0010621248431712995 0.0011509922655951266 0.0010609167503705386 0.0016084450914756864
leaf_count=128 161 279 398 447 687 122 998 152 538
internal_value=0 0.00126283 -0.00124511 0.00266161 -0.000761523 -0.00396413 0.0019631 -0.00513123 0.00391913
internal_weight=0 0.0111721 0.00996996 0.00878574 0.00756906 0.00628733 0.00488248 0.00382035 0.00266936
internal_count=3910 3749 3470 3072 2944 2497 1810 1688 690
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=9
num_cat=0
split_feature=0 4 157 51 2 42 16 12
split_gain=2.41503e-05 6.79448e-05 4.77092e-05 9.22591e-05 6.11122e-05 6.36335e-05 6.37901e-05 6.18497e-05
threshold=-0.017269999999999997 -0.49269499999999994 -0.077534999999999979 -0.032189999999999989 0.086875000000000022 0.083725000000000008 -0.19424999999999998 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 6 -6 -5
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=0.018043608707289743 -0.011781495557613786 0.021263409457749224 -0.028964671858141375 -0.026877341462840057 -0.019264550369186534 0.025672833196100749 0.010368309779999077 0.002837210443917073
leaf_weight=0.0010148704575463673 0.00101920701858386 0.001597488912993847 0.0013415705998982572 0.001392516298859856 0.0011652408156989885 0.0012864050400731852 0.0019291474247739213 0.0014095286714921494
leaf_count=390 178 268 415 610 213 621 571 644
internal_value=0 0.00839237 -0.00245243 -0.00489258 -0.000396527 0.00698043 -0.000790412 -0.0119299
internal_weight=0 0.0026167 0.00953928 0.00852441 0.00718284 0.00438079 0.00309439 0.00280204
internal_count=3910 446 3464 3074 2659 1405 784 1254
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=10
num_cat=0
split_feature=11 159 4 0 150 52 13 43 13
split_gain=2.45365e-05 3.32291e-05 5.2708e-05 9.83524e-05 6.32409e-05 7.72575e-05 8.97333e-05 7.56942e-05 9.13797e-05
threshold=0.077330000000000024 0.09141500000000001 0.097045000000000006 -0.11756999999999999 0.088380000000000014 -0.0093349999999999978 -0.0097449999999999985 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -7 -9
right_child=-2 -3 3 -5 -6 7 -8 8 -10
leaf_value=0.044309869577288025 -0.014006994676348762 -0.015847329729379012 -0.027313474502804885 0.012216728689339155 -0.015355423893886295 -0.016360698810255925 0.0045697195446878849 -0.0075117510259837469 0.029373480186928515
leaf_weight=0.0012233035954398587 0.0011494920206860113 0.0010190794112972064 0.0013829676104027172 0.0011550934835537307 0.0010502509663492757 0.0013616264358799661 0.0010609950285449606 0.0012352394182505771 0.0014720914028221778
leaf_count=471 279 446 200 277 196 1072 304 485 180
internal_value=0 0.00135014 0.003113 -0.00932294 0.00737627 0.011134 0.0258516 0.00287161 0.0125443
internal_weight=0 0.0109606 0.00994157 0.00253806 0.00740351 0.00635326 0.0022843 0.00406896 0.00270733
internal_count=3910 3631 3185 477 2708 2512 775 1737 665
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=12
num_cat=0
split_feature=484 457 484 52 52 12 160 15 15 0 2
split_gain=0.000131777 6.43989e-05 6.34157e-05 8.39671e-05 0.000178747 7.30768e-05 0.000101903 9.73348e-05 9.4959e-05 7.90646e-05 3.68041e-06
threshold=-0.0043499999999999988 -0.0034949999999999994 0.087495000000000017 -0.37613999999999997 -0.081429999999999989 0.10214500000000001 0.08234000000000001 -0.11739999999999999 -0.031229999999999997 -0.083424999999999985 0.089710000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 10 6 7 -6 -9 -10 -5
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=-0.0006926226335704377 -0.00042209744364044981 -0.00041786142271859939 -0.00037679723794033573 0.0007874282024480972 -0.00028328023273660696 -0.00036946782644100505 -0.00041459366516705061 0.00077318068613848863 0.00049967588436035165 -9.3529281691842831e-05 0.0006192341846561276
leaf_weight=0.0010049907069416769 0.001055731154778511 0.001002888615048869 0.0010604172409378445 0.0010007298386842172 0.0011505753968706059 0.0013333556929283905 0.0011150564362647107 0.0014426491077547334 0.0015784493699417443 0.0019080597626425543 0.0010000295573311772
leaf_count=612 197 312 323 193 252 279 148 278 481 671 164
internal_value=0 4.30704e-05 8.20701e-05 0.000124266 0.000175904 5.2159e-05 0.000130296 0.000230232 0.000350097 0.000175033 0.000703361
internal_weight=0 0.0136479 0.0125922 0.0115318 0.0105289 0.00852815 0.00719479 0.00607973 0.00492916 0.00348651 0.00200076
internal_count=3910 3298 3101 2778 2466 2109 1830 1682 1430 1152 357
is_linear=0
shrinkage=0.00196078


Tree=3877
num_leaves=9
num_cat=0
split_feature=376 1 52 1 3 4 0 2
split_gain=2.40109e-05 4.59929e-05 6.75342e-05 7.68157e-05 0.000115017 4.87407e-05 7.4527e-05 5.13659e-05
threshold=0.048375000000000008 0.12864500000000004 0.11588000000000002 0.11167500000000001 0.096385000000000012 0.05309500000000001 -0.084304999999999977 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.023811618801775517 0.013306435880260923 0.016533893463581889 -0.026931729454046135 -0.02107907995058042 0.029228599279673525 0.014704292743692664 0.018557973227991721 -0.009683515610619909
leaf_weight=0.0017440616595957386 0.0012030958866642667 0.0012418787514096993 0.0011257262569624232 0.0015411205565437347 0.0013989659299530333 0.0012342834616928004 0.0011611071484054294 0.0014461362548690954
leaf_count=971 206 276 544 239 151 342 424 757
internal_value=0 -0.00158041 -0.00391123 -0.000871619 0.0035871 -0.00283507 -0.00781026 0.00289352
internal_weight=0 0.0108933 0.0096514 0.00852568 0.00698455 0.00558559 0.00435131 0.00260724
internal_count=3910 3704 3428 2884 2645 2494 2152 1181
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=10
num_cat=0
split_feature=52 376 457 160 12 0 1 2 0
split_gain=2.72484e-05 5.51223e-05 5.5237e-05 6.32455e-05 6.47051e-05 8.72575e-05 4.72038e-05 7.5859e-05 4.69358e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 0.043720000000000009 0.10129000000000001 -0.077944999999999987 0.088495000000000018 0.11260500000000001 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -7
right_child=1 -3 -4 -5 -6 8 7 -9 -10
leaf_value=-0.015240066369713893 0.0088431840012072015 0.02267277545383288 0.016802561726374291 -0.026855551413553381 -0.024203869974551779 0.035271251114561128 -0.029365061085061546 0.0040407444451070439 0.0049595143093727548
leaf_weight=0.0010807388357319857 0.0015362811865274042 0.0010965523716513362 0.0014869368916460369 0.0010669618136606865 0.0010166701316368012 0.0010118714542652362 0.0013946728952721464 0.0013261406340671256 0.0010316714860891083
leaf_count=425 1234 200 241 366 386 406 306 159 187
internal_value=0 0.0014024 -0.000960443 -0.00411068 -0.000794176 0.00298321 -0.0051703 -0.0130829 0.0199685
internal_weight=0 0.0109678 0.00987121 0.00838427 0.00731731 0.00630064 0.00425709 0.00272081 0.00204354
internal_count=3910 3485 3285 3044 2678 2292 1699 465 593
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=12
num_cat=0
split_feature=484 42 43 0 1 133 15 16 16 4 13
split_gain=9.94753e-05 8.67979e-05 8.36288e-05 0.000149983 0.000121253 8.02395e-05 0.00011233 8.36421e-05 8.75656e-05 0.000133807 4.47687e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.077944999999999987 0.091655000000000014 -0.0056849999999999991 1.0000000180025095e-35 -0.17157499999999998 0.26760500000000004 -1.0000000180025095e-35 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 -7 9 -9 -5
right_child=1 2 5 10 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00059963750191189364 -0.00052509540360392605 -0.00055569249273449523 -0.00044863114257489618 0.00036815476885492519 0.00040471304019575955 -0.00024055005375503278 -0.00046955559748823166 0.00088940627711335248 -0.00020398734118408504 0.00011130220127318844 0.00094078506742877987
leaf_weight=0.0010413605359463939 0.0010097173195698248 0.0010187769251873695 0.001503252015603594 0.0010006258135859061 0.0010029755022656877 0.0014864770325084178 0.0013176473395970327 0.0014888337599057158 0.0010373308315687318 0.0019792975162268179 0.0011041046429773342
leaf_count=612 215 529 811 178 197 212 444 161 179 183 189
internal_value=0 2.85964e-05 7.18036e-05 0.00030217 -7.92428e-05 -3.60622e-05 4.87846e-05 0.000162769 0.000295836 0.000445334 0.000668547
internal_weight=0 0.013949 0.0129393 0.00412648 0.00202175 0.00881284 0.00730959 0.00599194 0.00450546 0.00346813 0.00210473
internal_count=3910 3298 3083 1093 726 1990 1179 735 523 344 367
is_linear=0
shrinkage=0.00196078


Tree=3880
num_leaves=9
num_cat=0
split_feature=15 52 49 2 42 12 0 0
split_gain=2.69043e-05 3.00343e-05 5.53033e-05 0.000122654 9.39532e-05 6.60503e-05 4.25568e-05 8.43412e-05
threshold=-0.24219999999999997 0.11110500000000002 -0.045004999999999996 0.10393500000000001 0.084100000000000022 0.085185000000000025 -0.053834999999999994 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=0.014872522233393345 -0.0038998042356112317 0.011370725466951826 0.016412371218298381 -0.032393428893310885 -0.020934649823912705 0.02880310148029654 0.025452158450875086 -0.020554380677088091
leaf_weight=0.0010921756274998974 0.0016060521668595151 0.0015378748349827798 0.0015043433516950227 0.0016275227099286603 0.001614934825273512 0.0010034670332379793 0.0010154154133278376 0.0010465608164302112
leaf_count=317 326 588 184 461 923 140 134 837
internal_value=0 -0.0015863 -0.003702 -0.00844589 -0.00092355 0.0086758 0.00813807 0.001246
internal_weight=0 0.0109562 0.0094183 0.00680878 0.00518125 0.00260952 0.00356632 0.0025509
internal_count=3910 3593 3005 2539 2078 466 1155 1021
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=11
num_cat=0
split_feature=484 3 150 4 52 0 42 52 15 1
split_gain=5.50875e-05 4.48965e-05 6.23419e-05 0.000150901 8.21244e-05 9.43106e-05 7.4384e-05 0.000140357 0.000131045 7.33745e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -1.0000000180025095e-35 0.27608500000000008 0.11401500000000002 0.076335000000000014 0.085195000000000007 -0.087094999999999992 0.084050000000000014 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00043286028863304539 0.00040937587266952786 -0.00047543614532393353 -0.00068336344951817288 0.00067664690598989588 -0.00055477359872391479 0.0005267462400545996 0.00025532276872873181 0.00057075770871226614 -0.00058272018399796314 -7.7511023843065567e-05
leaf_weight=0.0010814336978412055 0.0010860581685653596 0.0010006446511592335 0.0015555722550329915 0.0012504070554086354 0.0010882504392277564 0.0011996958530459565 0.0019972734606301772 0.0013370404730289821 0.0010117623459184807 0.001348069331115441
leaf_count=627 225 132 340 338 446 68 746 356 498 134
internal_value=0 2.78948e-05 -7.24983e-06 3.61767e-05 -4.77903e-05 1.75071e-05 -6.67626e-05 -0.000189238 1.86811e-05 0.000245292
internal_weight=0 0.0128748 0.0117887 0.0107881 0.00953766 0.00844941 0.00724972 0.00525244 0.00369687 0.00268511
internal_count=3910 3283 3058 2926 2588 2142 2074 1328 988 490
is_linear=0
shrinkage=0.00196078


Tree=3882
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 2 16 51 16 16 2
split_gain=0.000114849 7.97483e-05 0.00011132 9.68945e-05 9.05142e-05 8.96401e-05 7.92868e-05 0.000111262 8.6352e-05 9.84084e-05 8.65791e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 0.087005000000000013 -0.055679999999999993 -0.10386999999999998 -0.27337499999999998 -0.53257999999999994 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 8 -8 9 -6 -10
right_child=1 2 -4 4 6 -7 7 -9 10 -11 -12
leaf_value=-0.00062859992541140005 -0.00045027386904141479 0.00014914622871098026 0.00063617837022011394 0.00066167194957876996 0.00029511554864143348 -0.00057869634796068247 0.00016986861361634162 -0.0006488126587958908 0.0001131499194181942 -0.00057346929141391151 0.00075497520059071696
leaf_weight=0.0010889026667932388 0.0012048387762755705 0.0010475605517665421 0.0012384540332340014 0.0010375546679711597 0.001000000364868343 0.001716622027561255 0.0012790461907724836 0.0012738923589910144 0.0019887889777714506 0.0010060010260026309 0.0013610508838613105
leaf_count=612 152 484 152 190 128 1056 102 324 378 212 120
internal_value=0 3.2237e-05 7.71323e-05 1.801e-05 0.000117151 -0.000302861 4.57148e-05 -0.000238646 0.000181259 -0.000140476 0.000373926
internal_weight=0 0.0141538 0.012949 0.0117105 0.00894633 0.00276418 0.00790878 0.00255294 0.00535584 0.002006 0.00334984
internal_count=3910 3298 3146 2994 1454 1540 1264 426 838 340 498
is_linear=0
shrinkage=0.00196078


Tree=3883
num_leaves=10
num_cat=0
split_feature=1 0 133 160 1 1 1 47 15
split_gain=2.4572e-05 5.61752e-05 4.05194e-05 5.65997e-05 4.49916e-05 7.481e-05 5.21056e-05 5.36498e-05 3.61734e-05
threshold=0.076710000000000014 0.047345000000000005 -0.0047949999999999989 -1.0000000180025095e-35 0.090820000000000012 0.10386500000000001 0.11215000000000001 0.094160000000000008 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -4 -5 -6 -7 -8 -1
right_child=2 -3 3 4 5 6 7 -9 -10
leaf_value=-0.02870864513311909 0.021784812174918705 0.0073709564954490591 -0.014294626459473514 0.024283412292510048 -0.021578741130049643 0.027243704098170781 -0.01680989923329362 0.015120394304318855 -0.0031615326171122722
leaf_weight=0.0012088823307536182 0.0010067332588913581 0.0016420688757686737 0.0019282877618166955 0.0010471039105138264 0.0010801335934268077 0.0010395549629950316 0.0010061580249882006 0.0011031576626693892 0.0010235121454896059
leaf_count=1061 329 95 482 209 304 190 290 98 852
internal_value=0 -0.0066687 0.00299286 0.000366897 0.00572532 0.00113033 0.00892005 -0.000110574 -0.0169958
internal_weight=0 0.00387446 0.00821113 0.0072044 0.00527611 0.004229 0.00314887 0.00210932 0.00223239
internal_count=3910 2008 1902 1573 1091 882 578 388 1913
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=11
num_cat=0
split_feature=484 4 0 1 157 3 2 0 12 12
split_gain=0.000103762 5.3074e-05 0.000110991 8.18246e-05 8.02404e-05 6.52801e-05 0.000150051 9.7898e-05 7.77056e-05 5.69786e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.059294999999999994 0.11265500000000002 0.087995000000000004 -0.067059999999999995 0.088325000000000015 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -5 6 7 8 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00061227799361322722 -0.0003720867513864872 -0.0006500099168815672 0.00064894540065136435 0.00063136009665425619 -0.00066036492053239747 -0.00027597684902754341 0.00058824856554219422 0.00041733359380638718 3.8587377901591227e-05 -4.8516292200054355e-05
leaf_weight=0.001002980046589756 0.0010896328485300094 0.0010194816017382808 0.0011871573730485143 0.0010027481774848631 0.0012101916412787764 0.0018703980341152997 0.0019237572278962755 0.0010143622538019517 0.0012362007927176344 0.0014910817200500283
leaf_count=612 152 529 152 194 245 211 310 129 365 1011
internal_value=0 4.21897e-05 7.99475e-05 1.72175e-05 0.000111462 3.96038e-05 0.000149226 -9.48172e-05 -0.000307173 -0.000292769
internal_weight=0 0.013045 0.0119554 0.0107682 0.00825766 0.00725491 0.00538451 0.00346075 0.00244639 0.00251056
internal_count=3910 3298 3146 2994 1454 1260 1049 739 610 1540
is_linear=0
shrinkage=0.00196078


Tree=3885
num_leaves=11
num_cat=0
split_feature=11 48 43 151 2 52 13 12 16 51
split_gain=5.03265e-05 7.82499e-05 0.000175914 5.38456e-05 6.4551e-05 0.000123667 0.000157518 7.83462e-05 8.2417e-05 5.37278e-05
threshold=0.081005000000000008 0.016865000000000002 -0.044024999999999988 -0.0008699999999999999 0.10946500000000002 0.086950000000000013 0.0024700000000000004 0.092150000000000024 -0.083564999999999987 0.083165000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5 -4
right_child=-2 2 9 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00050568174782329191 -0.00042554301035387126 0.00092780534473035719 -0.000292504680462171 0.00047247751249827056 0.00031910099409115852 -0.0005963880137318595 -0.00059589628721782803 0.00070759454040559275 -0.00024270255374316755 0.00023769813637503391
leaf_weight=0.0010013128095409845 0.0010252037516465815 0.0010832631836839462 0.0013080619424776412 0.0010803866418218127 0.0016712577813158816 0.0015423324573284056 0.0011231634803926488 0.0010129632360427829 0.0014522323538053591 0.001676708226287064
leaf_count=389 233 339 219 336 405 750 210 289 571 169
internal_value=0 2.57569e-05 0.00025098 -7.73779e-05 -2.29694e-05 -0.000115013 4.4011e-05 0.00024672 6.23852e-05 5.33916e-06
internal_weight=0 0.0129517 0.00406803 0.00888365 0.00788234 0.00621108 0.00466875 0.00354558 0.00253262 0.00298477
internal_count=3910 3677 727 2950 2561 2156 1406 1196 907 388
is_linear=0
shrinkage=0.00196078


Tree=3886
num_leaves=12
num_cat=0
split_feature=484 4 0 474 160 42 160 2 3 1 16
split_gain=0.000158778 6.3336e-05 0.000116251 8.36234e-05 8.6052e-05 8.22431e-05 0.000101975 7.0789e-05 0.000109481 9.17043e-05 7.22289e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 0.091575000000000017 0.10836000000000003 -0.078884999999999997 0.11215000000000001 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 -7 -9 -10
right_child=1 2 -4 -5 5 6 -8 9 10 -11 -12
leaf_value=-0.00074308864838728737 -0.00040515495051682521 -0.00052925247311668875 0.0006555240593586869 0.00053864978016082113 -0.00036992218026673206 -8.2192052131652201e-05 -0.0004459215030742673 -0.00050621736324607406 0.00099951454755030497 0.00032947064829173762 0.00034803263056818352
leaf_weight=0.0010548476169689016 0.0010967241652555812 0.0011824855010701832 0.0012421917725419238 0.0010933863042823415 0.0015970726381607419 0.001449423127159186 0.0010470986657619072 0.0010093014213998293 0.0010146874659146374 0.0010100916348678084 0.0018420771317090999
leaf_count=612 152 509 152 277 813 493 141 142 135 190 294
internal_value=0 4.66252e-05 8.63022e-05 2.34259e-05 -3.20632e-05 3.34814e-05 0.000120867 0.00021469 0.000356735 -8.82098e-05 0.000579431
internal_weight=0 0.0135845 0.0124878 0.0112456 0.0101522 0.00896975 0.00737268 0.00632558 0.00430619 0.00201939 0.00285676
internal_count=3910 3298 3146 2994 2717 2208 1395 1254 922 332 429
is_linear=0
shrinkage=0.00196078


Tree=3887
num_leaves=13
num_cat=0
split_feature=484 457 1 49 42 3 16 13 0 1 2 4
split_gain=8.98849e-05 7.98094e-05 0.000100956 0.000150204 7.94627e-05 0.000100908 0.000126918 0.000121214 7.83676e-05 5.86683e-05 5.3042e-05 0.000115389
threshold=-0.0043499999999999988 -0.0034949999999999994 0.076710000000000014 -0.047309999999999998 0.088915000000000008 0.094625000000000015 -0.072359999999999994 -0.0049299999999999995 -0.084074999999999997 0.094165000000000013 0.10362500000000001 -0.10647999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 5 7 -7 -5 -3 -9 11 -10
right_child=1 2 3 4 -6 6 -8 9 10 -11 -12 -13
leaf_value=-0.00054945500582164787 -0.00047528924346312211 -0.00059382072585521957 0.00070889930366633516 -0.00012409076863659479 -0.00040285145588830201 0.00035201349898668393 -0.00058530317249148259 0.00035017377182451105 -0.00030189326530194682 0.00099786253449335384 -0.0003223188738740431 0.00059183837195248131
leaf_weight=0.0011193623657867685 0.001119781227478688 0.0011933019284228559 0.0017545044214887402 0.001195000983414545 0.0011568647991220963 0.0010158583599449329 0.0012253381639557581 0.0011451805320415052 0.0010479046529850494 0.0010135920862920646 0.0013355763667513053 0.001181755491612424
leaf_count=612 197 712 283 270 418 142 111 145 52 185 242 541
internal_value=0 2.73915e-05 6.98263e-05 0.000197767 6.49462e-05 0.000161672 -0.000160449 0.000376933 -0.00015888 0.000654278 -1.33031e-05 0.000171799
internal_weight=0 0.0143847 0.0132649 0.00850634 0.00675183 0.00559497 0.0022412 0.00335377 0.00475854 0.00215877 0.00356524 0.00222966
internal_count=3910 3298 3101 1554 1271 853 253 600 1547 330 835 593
is_linear=0
shrinkage=0.00196078


Tree=3888
num_leaves=13
num_cat=0
split_feature=484 457 133 160 42 160 12 3 2 3 2 16
split_gain=0.000131512 7.14394e-05 6.61654e-05 0.00011053 0.000122447 0.000120796 0.00019692 0.000183921 0.000170026 0.000100927 8.49552e-05 8.12608e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.091614999999999988 -0.082234999999999989 -0.09602999999999999 0.091575000000000017 0.086935000000000012 0.12046500000000002 0.10362500000000001 -0.078669999999999976 0.082715000000000025 -0.018539999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 10 9 -8 -6 -12
right_child=1 2 3 4 5 -7 8 -9 -10 -11 11 -13
leaf_value=-0.00067085652133428537 -0.00044574896671754704 -0.00037416435895284045 -0.00041031396870498579 -0.00043681277038846577 0.00033394226361933952 -0.00031874931581505272 -0.00012253695795658344 -0.00010371907485606353 -0.00066044169181461308 0.00067148617360723731 0.0012604522346098309 0.00055618447306003021
leaf_weight=0.0010514943969795821 0.0010418211539176278 0.0010906075889525616 0.0012939787641442551 0.0010550602155854948 0.0010192058937160617 0.0011836038012281959 0.0012124606863699199 0.0010780578847243922 0.0010544490117821298 0.0012499499046726976 0.0016933414469020519 0.0010029806021878661
leaf_count=612 197 488 498 185 214 151 534 139 241 199 268 184
internal_value=0 4.8197e-05 8.79848e-05 0.000130543 0.000196886 0.000267308 0.000350777 0.000609306 -1.60634e-06 0.000280519 0.000816189 0.000998478
internal_weight=0 0.0139755 0.0129337 0.0118431 0.0105491 0.00949405 0.00831045 0.00479359 0.00351686 0.00246241 0.00371553 0.00269632
internal_count=3910 3298 3101 2613 2115 1930 1779 805 974 733 666 452
is_linear=0
shrinkage=0.00196078


Tree=3889
num_leaves=10
num_cat=0
split_feature=15 15 49 12 15 52 16 1 0
split_gain=2.37365e-05 6.06619e-05 4.25229e-05 4.41458e-05 0.000129029 8.52884e-05 7.34695e-05 5.16318e-05 7.32907e-05
threshold=-0.24219999999999997 -0.11739999999999999 0.0047850000000000011 0.086765000000000023 1.0000000180025095e-35 0.091715000000000005 -0.088144999999999987 0.095575000000000007 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -5 8 -3
right_child=1 2 -4 5 -6 -7 -8 -9 -10
leaf_value=0.013811001083055116 -0.024931064705281059 0.0093589800936448725 0.019696812704016461 0.033825231287304136 -0.038690081667543348 -0.018297814144292809 0.0015077701758898238 0.014775907304954573 -0.024473413852864015
leaf_weight=0.0011123805861062335 0.0010059072390430227 0.0012314761899734346 0.0010672272730197661 0.0012389545904268821 0.0010529770751126835 0.0010115535494291325 0.0016275095647000951 0.0015736943423232978 0.0013338067293562094
leaf_count=317 297 77 587 232 483 502 836 245 334
internal_value=0 -0.00150848 0.000815723 -0.00140594 -0.00743544 0.00666645 0.0154762 0.000515905 -0.00823201
internal_weight=0 0.0111431 0.0101372 0.00906997 0.00519195 0.00387802 0.00286646 0.00413898 0.00256528
internal_count=3910 3593 3296 2709 1139 1570 1068 656 411
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=11
num_cat=0
split_feature=42 43 3 4 16 48 51 16 16 1
split_gain=2.66922e-05 5.43936e-05 0.000115548 5.98682e-05 4.9026e-05 7.21882e-05 0.000103757 7.38021e-05 0.00011287 4.60255e-05
threshold=-0.09602999999999999 -0.053009999999999995 -0.075954999999999981 -0.076854999999999993 0.15737500000000001 0.086125000000000021 0.088715000000000002 -0.0083999999999999995 -0.087089999999999987 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 9 -3
right_child=1 4 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.015448938071648486 0.016574361464333245 -0.0018047333525273005 0.036485438428429301 -0.016108426923521695 -0.020978658347228629 -0.037589647546274862 0.0072816864882512466 0.030699626369791944 -0.027701873629770002 0.026843745404081409
leaf_weight=0.0010377234227429812 0.0010043090335023581 0.0011116410008334843 0.0012201297526266276 0.0012682566966946041 0.0013137109708151167 0.0010300366887069968 0.0010312585039391985 0.0010479316429919407 0.0010033559331864813 0.0011316737100594749
leaf_count=303 289 334 502 801 291 174 133 215 605 263
internal_value=0 0.00131803 0.0116624 -0.00166501 -0.00339273 0.000242137 -0.0151407 0.00762548 0.000177815 0.0126474
internal_weight=0 0.0111623 0.0034927 0.00227257 0.00766961 0.0063559 0.0020613 0.0042946 0.00324667 0.00224331
internal_count=3910 3607 1592 1090 2015 1724 307 1417 1202 597
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=9
num_cat=0
split_feature=13 39 43 47 4 2 16 16
split_gain=2.39997e-05 4.63224e-05 5.23121e-05 6.24076e-05 9.01751e-05 9.67856e-05 6.73886e-05 0.000109292
threshold=-0.45122499999999993 0.085060000000000011 0.0033500000000000005 0.09252500000000001 -0.08422499999999998 0.085255000000000011 -0.0083999999999999995 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=0.014260558878707065 -0.019793465778978003 0.016584507044887582 -0.023520361377381799 -0.018835848074808287 0.027363575789756196 0.0086411067883889765 0.017860860210094399 -0.033644802714374165
leaf_weight=0.0010622869666163494 0.0013928669420001033 0.0012588025195033646 0.0011821208406070796 0.0016115074971542569 0.0018501223729739452 0.0013681013744968867 0.0013015606999309385 0.0011048038397167381
leaf_count=112 641 390 601 298 575 298 477 518
internal_value=0 -0.00147491 -0.00379201 -0.00108933 0.00298602 0.00862711 -0.000556901 -0.0102507
internal_weight=0 0.0110699 0.00981108 0.00862896 0.00701746 0.00562459 0.00377447 0.00247291
internal_count=3910 3798 3408 2807 2509 1868 1293 816
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=13
num_cat=0
split_feature=47 123 50 4 42 159 2 4 0 1 151 2
split_gain=6.61054e-05 7.48481e-05 6.32969e-05 7.78846e-05 0.000115677 7.89022e-05 0.000154081 9.85479e-05 0.000111279 4.97091e-05 4.36725e-05 3.1649e-05
threshold=0.13177500000000003 1.0000000180025095e-35 0.086465000000000014 0.25367000000000006 -1.0000000180025095e-35 0.082325000000000023 0.11339500000000001 0.0057500000000000008 -0.070894999999999986 0.11183500000000002 -0.0074049999999999993 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -5 -6 -10
right_child=-2 -3 -4 9 5 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.00065872155542604633 -0.00048391054562986669 0.00053048088115248328 -0.00044632269262341118 7.6457770019601931e-05 4.138749956905892e-05 -0.00047595288353267966 -0.00053419996157365215 0.00063373681372108387 0.00064461571090835873 0.00067274002284960829 -0.00053139076331241921 0.00015704531544610993
leaf_weight=0.0010499412088189218 0.0010349983403188162 0.001059788116319983 0.0011705499994629888 0.0010983077845382794 0.0010088819570696138 0.001020661153506951 0.0011932525343368028 0.0017164947508543976 0.0010088642853038122 0.0010527261381574314 0.0010387250516924436 0.0010389887564015154
leaf_count=748 84 321 657 152 174 298 159 190 136 195 683 113
internal_value=0 3.03324e-05 -1.24227e-05 3.28173e-05 -4.66901e-05 3.33756e-05 0.000107585 0.00023935 7.40538e-05 0.000368281 -0.000249176 0.000397244
internal_weight=0 0.0134572 0.0123974 0.0112268 0.00907581 0.00802587 0.00700521 0.00581195 0.00409546 0.00215103 0.00204761 0.00204785
internal_count=3910 3826 3505 2848 2501 1753 1455 1296 1106 347 857 249
is_linear=0
shrinkage=0.00196078


Tree=3893
num_leaves=9
num_cat=0
split_feature=3 1 133 13 13 52 16 47
split_gain=2.63841e-05 3.87289e-05 4.82021e-05 9.66426e-05 4.3177e-05 8.69494e-05 6.63208e-05 5.69023e-05
threshold=-0.15464999999999998 0.088010000000000019 0.065880000000000008 -1.0000000180025095e-35 -0.0024749999999999993 -0.074484999999999982 -0.057604999999999996 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -3
right_child=1 4 -4 -5 5 6 -8 -9
leaf_value=0.015085666917156935 -0.0369414633249791 0.027962276147243132 0.0048155735031547575 0.00045248506033189554 -0.02411882986475938 -0.0055151004833243374 0.025992089508429534 -0.0020154167439145384
leaf_weight=0.0010463933995443009 0.0012830985909721582 0.0013176529948490884 0.0016401659371040756 0.0014980780005122681 0.0013255042854227045 0.0016839034053404266 0.0011074671881678285 0.0012189436575031709
leaf_count=259 897 700 966 370 153 216 115 234
internal_value=0 -0.00152658 -0.00878089 -0.0167993 0.00329404 -0.00302927 0.00698527 0.0135567
internal_weight=0 0.0110748 0.00442134 0.00278118 0.00665347 0.00411687 0.00279137 0.0025366
internal_count=3910 3651 2233 1267 1418 484 331 934
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=13
num_cat=0
split_feature=133 3 48 50 48 160 151 43 43 1 2 43
split_gain=0.0001345 0.000153591 0.00017644 0.000162235 0.00013874 0.00012426 0.000106768 9.58667e-05 9.52052e-05 0.000110307 0.000120484 4.73561e-05
threshold=0.10681500000000001 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.099240000000000009 -0.081669999999999979 -0.076429999999999984 0.0016850000000000001 -0.26007999999999992 0.095575000000000007 0.087995000000000004 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -8 10 -10 -11
right_child=-2 -3 -4 -5 -6 6 7 -9 9 11 -12 -13
leaf_value=0.00049830557451313866 -0.00071079252783492314 0.00071873765064753477 -0.00077686718171545506 -0.00065708963523186366 0.00080763931119416231 0.00045972296610887603 0.0002732356529950455 0.00030178134062859959 -0.0011414685727242726 -0.00036276928667553849 -0.00028505638040463184 0.00022015766737095287
leaf_weight=0.0018931040384824451 0.001000984070827513 0.0011540545959663638 0.0011062923792121452 0.0011648578692999732 0.0010028400381078889 0.0013014871830340346 0.0010407627113434579 0.0014413814577063887 0.00111386957212985 0.0010121124699550561 0.0014586158655838788 0.0011385451817317593
leaf_count=456 545 183 115 525 135 285 74 342 496 205 380 169
internal_value=0 3.18198e-05 -2.6155e-05 3.99283e-05 0.000111133 4.39702e-05 -5.7138e-05 -0.000150498 -0.0002636 -0.000381894 -0.000655877 -5.41713e-05
internal_weight=0 0.0148279 0.0136739 0.0125676 0.0114027 0.0103999 0.00850677 0.00720529 0.00576391 0.00472314 0.00257249 0.00215066
internal_count=3910 3365 3182 3067 2542 2407 1951 1666 1324 1250 876 374
is_linear=0
shrinkage=0.00196078


Tree=3895
num_leaves=12
num_cat=0
split_feature=484 457 48 13 4 4 15 47 51 13 43
split_gain=9.2889e-05 5.2475e-05 7.28647e-05 0.000110967 0.00013697 7.22506e-05 5.4087e-05 0.000122647 7.09498e-05 9.48273e-05 7.11084e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.016865000000000002 -0.09602999999999999 -0.0010999999999999996 0.26450500000000005 -0.0063699999999999989 0.10664500000000002 -0.016859999999999997 0.0024700000000000004 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 7 -3 -8 10 -10
right_child=1 2 3 4 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00072736415452931749 -0.00054311801206307232 -0.00099579637978679573 -0.00038165128055532989 0.00090268962735112236 -2.4656302400001506e-05 0.0002781164438990986 0.0003018059373886548 -3.3918778662202001e-05 -0.00034001583818659895 -0.0007154527363531732 0.00026969470852910513
leaf_weight=0.0010273053194860696 0.0010149369831226529 0.0010308041176483223 0.0010330673399504861 0.0010925784252718773 0.0013931817848742538 0.0011584147607097452 0.0010886114104186276 0.0010080793561847295 0.0016612695567876619 0.0012393833227408359 0.0013195642062473478
leaf_count=612 197 492 129 246 196 390 196 86 752 277 337
internal_value=0 -0.000114973 -7.88362e-05 0.000158472 0.000382945 -0.000177006 -0.000248759 -0.000520218 -0.000144504 -0.000259631 -7.01074e-05
internal_weight=0 0.0130399 0.012025 0.00351883 0.00248576 0.00850613 0.00734771 0.00203888 0.00530883 0.00422022 0.00298083
internal_count=3910 3298 3101 571 442 2530 2140 578 1562 1366 1089
is_linear=0
shrinkage=0.00196078


Tree=3896
num_leaves=10
num_cat=0
split_feature=42 43 0 16 48 51 4 15 3
split_gain=2.55091e-05 4.10934e-05 9.78252e-05 4.13973e-05 4.73999e-05 9.40556e-05 6.64749e-05 7.82675e-05 4.71839e-05
threshold=-0.097204999999999986 -0.053009999999999995 -0.077944999999999987 0.15737500000000001 0.086125000000000021 0.088715000000000002 -1.0000000180025095e-35 -0.10192499999999999 -0.025254999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -8 -3
right_child=1 3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.015521995951060939 -0.0080343797412531937 0.0042233792423209847 0.025339571292188775 -0.019153771600278487 -0.033710008620462542 0.0090300685968296157 -0.025725414654382446 0.012469577119597588 0.034141408767927421
leaf_weight=0.0010023569270479109 0.0016217286833776169 0.0010675228915670125 0.0019158693579181202 0.0013132391274886255 0.0010180502503162009 0.0010417809256490344 0.001038620543935605 0.0011097282075364311 0.0010413715011725611
leaf_count=290 1066 855 537 291 174 133 240 229 95
internal_value=0 0.00113132 0.0100401 -0.00299899 0.000359377 -0.0120938 0.00638473 -0.00599582 0.0189969
internal_weight=0 0.0111679 0.0035376 0.00763031 0.00631707 0.00205983 0.00425724 0.00214835 0.00210889
internal_count=3910 3620 1603 2017 1726 307 1419 469 950
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=9
num_cat=0
split_feature=4 12 3 4 0 12 4 3
split_gain=2.63345e-05 3.47018e-05 4.53995e-05 6.01582e-05 7.30671e-05 6.87585e-05 2.88889e-05 6.43512e-05
threshold=0.27020000000000005 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 -0.06402999999999999 0.088590000000000016 0.0057500000000000008 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.017393458131639047 0.010597579017685349 -0.024462488965719537 0.018291204816451714 0.010887189880388606 0.021083119390814579 -0.024316681371872068 0.012720673094252642 -0.022141175512357999
leaf_weight=0.0013144723372324205 0.0018988854840705843 0.0010975013686689251 0.0011789238362443638 0.0012353641312180229 0.0014022524340111669 0.0013239452602532317 0.0015386558688167021 0.0011290377376529353
leaf_count=294 472 241 100 1009 260 1241 183 110
internal_value=0 -0.00222627 1.23946e-05 -0.00277653 0.000813675 -0.00462403 0.00205586 -0.00488436
internal_weight=0 0.0102202 0.00890568 0.00772676 0.00662926 0.005227 0.00390306 0.0023644
internal_count=3910 3438 3144 3044 2803 2543 1302 1119
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=12
num_cat=0
split_feature=484 42 156 43 15 13 151 1 1 52 457
split_gain=0.000112676 8.9001e-05 8.32638e-05 8.30302e-05 8.31555e-05 0.000139791 9.85559e-05 0.000115416 0.000171253 0.000155114 0.000109956
threshold=-0.0043499999999999988 -0.10770999999999999 0.089280000000000012 -0.15648499999999999 1.0000000180025095e-35 -0.076384999999999995 -0.0088999999999999982 0.094385000000000011 0.11167500000000001 -0.068164999999999989 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 10 9 -9 -8 -5
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.00063538258490676764 -0.00053749604932221107 0.00054188497027269841 -0.00047471275963682742 -0.00065901014271797873 0.00019444665566844939 -0.00071731702527228533 0.00062598995741770531 0.0010768840708074 0.00011247578405392768 -0.00033004267238169563 0.0002338993569193991
leaf_weight=0.0010738229547798952 0.0010076011798513676 0.0015162408107831605 0.0010041362815670528 0.0010526736802669685 0.0013144606473603744 0.0012722655940528398 0.0010086093923844901 0.0013353641847806406 0.0015065834410315584 0.0018478986733681041 0.0010683603553771676
leaf_count=612 215 191 343 226 423 689 200 149 321 359 182
internal_value=0 2.37898e-05 6.75409e-05 0.000113211 5.07506e-05 -0.000253999 0.000151563 0.000285864 0.000565629 7.52455e-06 -0.000209254
internal_weight=0 0.0139342 0.0129266 0.0119225 0.0104062 0.00258673 0.00781949 0.00569846 0.00284195 0.00285651 0.00212103
internal_count=3910 3298 3083 2740 2549 1112 1437 1029 470 559 408
is_linear=0
shrinkage=0.00196078


Tree=3899
num_leaves=10
num_cat=0
split_feature=0 4 4 2 1 3 4 3 15
split_gain=2.74968e-05 7.34267e-05 4.53609e-05 3.16123e-05 8.0733e-05 0.000112234 5.96376e-05 4.58419e-05 4.18761e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 -0.08422499999999998 0.089910000000000004 0.083370000000000014 0.088060000000000013 -0.029114999999999999 -1.0000000180025095e-35 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 -4 -8 -7
right_child=1 -3 3 4 5 8 7 -9 -10
leaf_value=-0.022599763952534629 -0.010176517002873132 0.025966638934886301 0.012536991044300453 -0.017129301821641036 0.040776916832698136 -0.010809861188625447 -0.0248775570867023 2.745996905988979e-05 0.015377263932845926
leaf_weight=0.0010080265648868348 0.001021845106661849 0.0012492662105411095 0.0011789488563963765 0.0011825195888749227 0.0010319707289678627 0.0013025392458182383 0.0016925666741139801 0.0013119515937541776 0.0011495890259614616
leaf_count=519 171 223 714 875 267 131 739 146 125
internal_value=0 0.00970469 -0.00250043 -0.000211107 0.00544765 0.0131104 -0.0065234 -0.0140025 0.001467
internal_weight=0 0.00227111 0.00985811 0.00885009 0.00466662 0.0034841 0.00418347 0.00300452 0.00245213
internal_count=3910 394 3516 2997 1398 523 1599 885 256
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=12
num_cat=0
split_feature=484 474 160 133 1375 133 12 13 3 3 13
split_gain=0.000117866 5.21461e-05 6.98272e-05 0.000104113 7.73684e-05 6.65416e-05 0.000101124 0.000130448 6.37809e-05 5.30286e-05 4.4288e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0056849999999999991 -1.0000000180025095e-35 0.099765000000000006 0.092365000000000017 -0.083514999999999992 0.092005000000000017 -0.012889999999999999 -0.065789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 -9 -8
right_child=1 -3 3 4 5 -7 10 8 -10 -11 -12
leaf_value=-0.00066549207488826882 -0.00040943825218243577 0.00045505554646482494 -0.00044458971293724581 -0.00037226848340537701 0.0008701283366875644 -0.00023805428402597938 -0.00038214742530620703 9.6359879556384381e-05 -0.00018211065621746977 0.00072007277269871273 0.00019428634622366413
leaf_weight=0.0010023426216254636 0.0014383876462150001 0.0010326845208155156 0.0014120353256669273 0.0010543861452741469 0.0016382872811269329 0.0011800815239479115 0.0010459265000532496 0.0010986055181992165 0.0011402318034587008 0.0010021553903272191 0.0010046827579489066
leaf_count=612 572 298 791 75 258 448 119 321 126 107 183
internal_value=0 3.22392e-05 -4.10239e-06 5.10232e-05 0.000127387 0.000192348 0.00026564 0.000419193 0.000191249 0.000393898 -9.97274e-05
internal_weight=0 0.0130475 0.0120148 0.0105764 0.00916436 0.00810997 0.00692989 0.00487928 0.00324099 0.00210076 0.00205061
internal_count=3910 3298 3000 2428 1637 1562 1114 812 554 428 302
is_linear=0
shrinkage=0.00196078


Tree=3901
num_leaves=10
num_cat=0
split_feature=13 39 42 3 0 2 2 15 2
split_gain=2.48862e-05 4.02824e-05 4.74755e-05 5.33577e-05 7.79462e-05 5.33156e-05 6.26075e-05 2.81287e-05 1.79357e-05
threshold=-0.45122499999999993 0.085060000000000011 0.091955000000000023 -0.100615 -0.082994999999999985 0.11230000000000001 0.089910000000000004 -0.008624999999999999 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 -5 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.014383604872853393 0.0038579684621047566 0.015333663595667202 -0.020852344516764456 -0.015296391410281241 -0.027595622797694147 -0.016732455107704318 0.021449734836719539 0.0074460857207897376 0.022791659031680844
leaf_weight=0.0010664210759194241 0.0010008248300213568 0.0012446361709543578 0.0013946011465769898 0.0011669283013118793 0.0012672515624936979 0.0013781241526803047 0.0015762392283804323 0.001018521910860866 0.0010004558967701489
leaf_count=112 162 390 682 492 862 131 328 460 291
internal_value=0 -0.00161289 -0.00376452 -0.000930346 -0.00538248 9.43074e-05 0.00625892 -0.00469733 0.0133231
internal_weight=0 0.0110476 0.00980295 0.00840835 0.00640707 0.00513981 0.00376169 0.00218545 0.00200128
internal_count=3910 3798 3408 2726 2273 1411 1280 952 453
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=10
num_cat=0
split_feature=11 48 51 47 15 2 16 13 3
split_gain=2.19662e-05 3.47995e-05 5.42397e-05 5.95461e-05 8.33252e-05 7.64817e-05 0.000142679 8.70034e-05 3.75249e-05
threshold=0.077330000000000024 0.096835000000000018 0.085845000000000019 0.09252500000000001 -0.097269999999999981 0.106285 0.15737500000000001 -0.083514999999999992 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=0.029122469376896866 -0.013360488089958551 0.014799755854411352 -0.022101510041225386 -0.017808062591254139 0.025587437375934725 0.020838355552930898 -0.038951592726296357 -0.020978615651388841 0.0056412387970438717
leaf_weight=0.0012152418157394687 0.0011454201465572302 0.0016042614917566632 0.0010906021527686332 0.0013227810659922441 0.0011817200711597476 0.0013732987636641278 0.0010196094550709756 0.0011089909290781636 0.0010135080226585384
leaf_count=430 279 339 378 184 591 329 181 989 210
internal_value=0 0.00119531 -0.00114499 0.00163034 0.00535016 0.000279336 -0.00625045 0.0038404 -0.00826745
internal_weight=0 0.01093 0.00932575 0.00823515 0.00691237 0.00569713 0.00432383 0.00330422 0.0021225
internal_count=3910 3631 3292 2914 2730 2300 1971 1790 1199
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=12
num_cat=0
split_feature=484 457 15 4 4 52 42 3 4 16 2
split_gain=0.000123671 7.39718e-05 8.08721e-05 0.000128437 7.67562e-05 7.00683e-05 5.68568e-05 0.000140846 0.000132438 4.95819e-05 4.09327e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.031229999999999997 -0.0010999999999999996 0.25367000000000006 -0.091329999999999981 0.08622500000000001 -0.089974999999999986 -0.083329999999999987 -0.057604999999999996 0.11165000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 -4 7 -7 -9 -5 -6
right_child=1 2 5 4 10 6 -8 8 -10 -11 -12
leaf_value=-0.0006576231737905672 -0.0004525177112819533 0.00077390068918836859 0.00029364182330424902 -0.00044159805368886235 0.00060443224449720256 -0.00088753016100719172 0.00018048284618405391 0.00029951852755052879 -0.00055794279706117712 0.00013640045833851082 8.4274174390790572e-05
leaf_weight=0.0010514886915870591 0.0010824064100985907 0.0013742773376288486 0.0016104385442751324 0.0011888480745518278 0.00115152930235348 0.001099016125007457 0.001307022698636898 0.0016473831126661189 0.0011948204737225936 0.0010972108009293265 0.0011753020437751506
leaf_count=612 197 442 279 227 206 294 603 188 415 209 238
internal_value=0 3.97494e-05 8.12284e-05 0.000247745 9.0992e-05 -6.41293e-05 -0.000173912 -0.00029144 -6.09456e-05 -0.000164183 0.000341696
internal_weight=0 0.0139283 0.0128458 0.00598717 0.00461289 0.00685868 0.00524824 0.00394122 0.0028422 0.00228606 0.00232683
internal_count=3910 3298 3101 1322 880 1779 1500 897 603 436 444
is_linear=0
shrinkage=0.00196078


Tree=3904
num_leaves=12
num_cat=0
split_feature=133 3 48 50 4 12 2 13 2 3 3
split_gain=0.000110754 0.000141703 0.000152217 0.000168517 0.000137408 9.04859e-05 0.000129123 0.000104561 0.000236949 0.000100707 9.89198e-05
threshold=0.10599500000000002 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.28937500000000005 0.098845000000000016 0.089910000000000004 0.0015650000000000002 0.084235000000000018 0.094625000000000015 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 -8
right_child=-2 -3 -4 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=8.3994603534183875e-05 -0.00064218273636016461 0.00070002899084463974 -0.00075574343523645291 -0.00069708063000064615 0.00069692316809163676 -0.0004955331740619963 0.00043476557265425809 0.00034121122821391539 -0.0010522171858856324 0.00085583159650795342 -0.00030363977820000798
leaf_weight=0.0018828259317368778 0.0010256789707421771 0.0011024993605046477 0.0010291197640222615 0.0011094929085886844 0.0013244766659179846 0.0011398434926784455 0.0018555385211631325 0.0012069464492132373 0.0011286757481099171 0.001081909168668016 0.0011176489359210067
leaf_count=527 557 182 113 522 271 249 512 122 636 80 139
internal_value=0 2.53599e-05 -3.24061e-05 3.04266e-05 0.000105596 2.2396e-05 9.37509e-05 -0.000146414 -0.000341844 0.000343591 0.000157192
internal_weight=0 0.013979 0.0128765 0.0118474 0.0107379 0.00941339 0.00827354 0.00421845 0.0030115 0.0040551 0.00297319
internal_count=3910 3353 3171 3058 2536 2265 2016 1285 1163 731 651
is_linear=0
shrinkage=0.00196078


Tree=3905
num_leaves=11
num_cat=0
split_feature=484 457 11 48 0 51 52 133 4 52
split_gain=0.000102907 7.82764e-05 7.10642e-05 0.000160047 0.000117793 5.68596e-05 8.94116e-05 0.000129582 8.26144e-05 0.000102212
threshold=-0.0043499999999999988 -0.0034949999999999994 0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.095859999999999987 -0.072349999999999984 -1.0000000180025095e-35 0.05309500000000001 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 9 -9
right_child=1 2 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.00060665202431368101 -0.00048926314923426067 0.00031258904447021039 -0.00040838881595393542 6.8306561039331874e-05 0.00081951429090116961 -0.00064044740622562003 -0.00060742510610432875 -0.00045117986257737298 0.00045892707006137676 0.00030293951991831018
leaf_weight=0.0010294814360165246 0.0010091529309377211 0.0015834859871039402 0.0010572730238756307 0.0014268363413432184 0.0018341280725774596 0.0010029172452325598 0.0011097820247814002 0.001389093395513156 0.0018544095180797297 0.0013750008217296328
leaf_count=612 197 265 223 70 449 227 749 448 345 325
internal_value=0 3.62439e-05 7.82228e-05 0.000122668 0.000490823 -2.172e-05 -0.000100365 -5.80621e-06 0.000138757 -7.60426e-05
internal_weight=0 0.0136421 0.0126329 0.0115757 0.00326096 0.00831469 0.0067312 0.00572829 0.0046185 0.00276409
internal_count=3910 3298 3101 2878 519 2359 2094 1867 1118 773
is_linear=0
shrinkage=0.00196078


Tree=3906
num_leaves=11
num_cat=0
split_feature=484 457 11 48 0 160 133 13 3 15
split_gain=0.000127362 6.63689e-05 5.74881e-05 0.00014802 0.000111273 6.27616e-05 0.000113071 0.000117619 0.000125922 6.15899e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.082384999999999986 -1.0000000180025095e-35 -0.083924999999999986 -0.075679999999999983 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 -9 -10
right_child=1 2 -4 4 -6 6 7 8 9 -11
leaf_value=-0.00068682240018111634 -0.00044760377052282033 -0.00047378040186415071 -0.00036923623034438094 5.667392752838269e-05 0.00080119766407852537 -0.00048790269716721829 0.00057793257011866167 -0.00046010043890977811 -7.3799169148748911e-05 0.00054391518359063256
leaf_weight=0.0010019106805572364 0.0010002185366271123 0.0010312226358418887 0.0010155395174025203 0.0013600627070724514 0.0017842768207724799 0.0012641621327678324 0.0017873078985150819 0.001572164929628677 0.0011881634413463704 0.0012990814398176243
leaf_count=612 197 446 223 70 449 759 232 563 188 171
internal_value=0 3.81212e-05 7.76133e-05 0.00011782 0.000479159 -2.17225e-05 4.38351e-05 0.000158806 -2.57301e-05 0.000248831
internal_weight=0 0.0133022 0.012302 0.0112864 0.00314434 0.0081421 0.00711088 0.00584672 0.00405941 0.00248724
internal_count=3910 3298 3101 2878 519 2359 1913 1154 922 359
is_linear=0
shrinkage=0.00196078


Tree=3907
num_leaves=11
num_cat=0
split_feature=484 42 457 160 133 2 4 12 52 0
split_gain=9.43539e-05 6.87277e-05 7.83037e-05 7.44982e-05 0.000112773 0.000134703 0.000121666 0.00011748 0.000144014 0.000138083
threshold=-0.0043499999999999988 -0.10770999999999999 -0.0034949999999999994 -0.082234999999999989 -0.0023199999999999996 0.12068000000000001 0.074650000000000008 0.095295000000000019 0.071660000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 9 -6
right_child=1 2 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00059135333997568647 -0.00046447526690510728 -0.000446128752659903 -0.0003314157933460972 -0.00030871627467609611 0.00056614304163621766 -0.00036241951745399952 0.00078774397499012654 -0.00028694686131316516 0.00095074442359844571 -0.00026711605334335764
leaf_weight=0.0010147159318912762 0.001006814849547154 0.0010446943900890597 0.0012807733669650085 0.0015965624478188429 0.0015193529890417546 0.0011632279969394817 0.0018718430625779573 0.0013775388740274556 0.0011900062675297019 0.0015392039859434487
leaf_count=612 215 194 531 783 114 245 241 298 202 475
internal_value=0 2.84791e-05 6.79216e-05 0.000114464 0.000170136 0.000258405 0.00035472 0.00021065 0.000371989 0.000146809
internal_weight=0 0.01359 0.0125832 0.0115385 0.0102577 0.00866117 0.00749795 0.0056261 0.00424856 0.00305856
internal_count=3910 3298 3083 2889 2358 1575 1330 1089 791 589
is_linear=0
shrinkage=0.00196078


Tree=3908
num_leaves=11
num_cat=0
split_feature=484 457 11 48 0 160 133 13 12 2
split_gain=0.000194293 0.000118076 8.95047e-05 0.000192354 0.000149989 7.61321e-05 0.000162123 0.000156409 0.00013286 2.84047e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.082384999999999986 -0.0056849999999999991 -0.083924999999999986 0.051320000000000005 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 9 -9
right_child=1 2 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.00081212247275887575 -0.00056335094651283957 -0.00048095584593484548 -0.00043284310170192946 7.7328150880469267e-05 0.00090921700416300851 -0.00057087207662519647 0.0006672043524848317 0.00051028199631425594 -0.00039600306803694719 8.6370768928486463e-05
leaf_weight=0.0010634553018826045 0.0010892682256247186 0.0010990239883376003 0.0010771437584920955 0.0014605880954401407 0.0019401256322799368 0.0012565497831645263 0.0019172620845487884 0.0012096601791606566 0.001887930796851481 0.0012212596960826164
leaf_count=612 197 446 223 70 449 712 242 105 687 167
internal_value=0 5.68891e-05 0.000108582 0.000157213 0.000551925 9.79665e-07 7.167e-05 0.000201139 -5.7602e-06 0.000297315
internal_weight=0 0.0141588 0.0130695 0.0119924 0.00340071 0.00859169 0.00749266 0.00623611 0.00431885 0.00243092
internal_count=3910 3298 3101 2878 519 2359 1913 1201 959 272
is_linear=0
shrinkage=0.00196078


Tree=3909
num_leaves=11
num_cat=0
split_feature=457 16 47 52 52 52 2 4 0 52
split_gain=2.44498e-05 6.74403e-05 4.78343e-05 6.33764e-05 0.000103246 8.34044e-05 7.63933e-05 7.2501e-05 6.06271e-05 8.24823e-05
threshold=-1.0000000180025095e-35 -0.50388999999999984 0.10783500000000001 0.11588000000000002 0.091210000000000013 -0.048794999999999991 0.090695000000000012 -0.077679999999999985 -0.14733499999999997 -0.11271999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -7 -3 -10
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11
leaf_value=-0.015077971955569753 0.02320319082401855 -0.011686500953362926 0.016336179631974007 -0.026480549646276753 0.027592192837350406 0.01098999727300131 -0.039239348681198202 -0.025901119466821679 -0.0043501123929382702 0.035722191209553569
leaf_weight=0.0010148926899188277 0.001232489452737612 0.0012883093720693455 0.0012972068417977144 0.0011176626080381651 0.0010846223860850558 0.0011306191216538916 0.0010586379297652273 0.0010073727736083205 0.0010123040504122199 0.0010427715392292316
leaf_count=320 268 102 186 487 257 658 323 428 519 362
internal_value=0 0.00112701 -0.00158315 -0.00424207 -0.000982226 -0.00572112 -0.0172703 -0.00639225 0.00532114 0.0159831
internal_weight=0 0.011272 0.0100395 0.0087423 0.00762464 0.00654001 0.00319663 0.00213799 0.00334338 0.00205508
internal_count=3910 3590 3322 3136 2649 2392 1409 1086 983 881
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=13
num_cat=0
split_feature=453 4 0 12 0 48 4 42 43 3 52 43
split_gain=0.00016837 0.000136831 0.000155368 7.94367e-05 7.19892e-05 0.000131555 0.000116971 9.91141e-05 0.000150169 8.13122e-05 6.87489e-05 3.75294e-06
threshold=1.0000000180025095e-35 0.25367000000000006 -0.15291499999999997 0.10595000000000002 -0.15007499999999999 0.086870000000000017 0.0057500000000000008 0.084100000000000022 0.0016850000000000001 -0.078884999999999997 -0.013104999999999999 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 -1 8 10 -9 -6 -12
right_child=-2 2 -4 -5 5 -7 -8 9 -10 -11 11 -13
leaf_value=-0.00078369822670993619 -0.00077772210324191123 0.0010291495239135157 7.6529280102510358e-05 -0.00052496014467561729 0.00024544553821129552 0.00055737561131787841 0.00010720765987093833 -0.00077271943270443516 0.00066958132230608128 -2.9493825242871865e-05 -0.00024381472080593585 -0.00041362164816206577
leaf_weight=0.0010541028681347623 0.0010260004527885827 0.0010528111483366718 0.0017563112409573556 0.0012016753538883007 0.0013377878885831697 0.0018097842122843828 0.0012251244376109138 0.0010486171512476337 0.0013833951747714984 0.0012295282949549599 0.0010011551243923277 0.0010004587155209841
leaf_count=128 99 113 395 320 425 395 75 786 191 395 316 272
internal_value=0 4.31265e-05 0.000433555 -4.61018e-05 5.7859e-06 8.6136e-05 -0.000304821 -3.56821e-05 0.000126353 -0.000371596 -9.86864e-05 -0.000328689
internal_weight=0 0.0151008 0.00280912 0.0122916 0.01109 0.00881073 0.00227923 0.00700094 0.0047228 0.00227815 0.0033394 0.00200161
internal_count=3910 3811 508 3303 2983 2780 203 2385 1204 1181 1013 588
is_linear=0
shrinkage=0.00196078


Tree=3911
num_leaves=10
num_cat=0
split_feature=48 48 51 4 40 3 2 12 42
split_gain=2.53348e-05 7.70817e-05 6.71841e-05 6.6193e-05 3.84239e-05 8.18174e-05 0.000105348 5.6994e-05 7.88171e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.27020000000000005 -1.0000000180025095e-35 0.10666500000000002 0.094010000000000024 0.080120000000000011 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.017391449600282573 -0.015106782750384642 0.024740767458050428 -0.023943973051996189 0.025513706332181769 0.018586443724505759 0.027003822240677568 -0.030880120193741107 -0.022230193680934342 0.011697467551419989
leaf_weight=0.0013153288904158419 0.0010428667972471597 0.0012365309944664419 0.0011978930380154912 0.0010005306122040205 0.0015884171741733688 0.0010435175927370199 0.0011211092415296222 0.0013659670748032392 0.0013729270018971508
leaf_count=187 161 279 398 388 161 65 560 895 816
internal_value=0 0.00118644 -0.00172447 0.00129747 -0.00180594 0.00135184 -0.0035612 0.00351652 -0.00522326
internal_weight=0 0.0112422 0.0100057 0.0088078 0.00780727 0.00649194 0.00544842 0.00432731 0.00273889
internal_count=3910 3749 3470 3072 2684 2497 2432 1872 1711
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=12
num_cat=0
split_feature=484 457 48 13 4 4 49 0 16 2 2
split_gain=0.000124247 7.55274e-05 7.78268e-05 0.000127935 0.000147062 5.84335e-05 0.000109347 8.23871e-05 6.66653e-05 6.38289e-05 0.000112264
threshold=-0.0043499999999999988 -0.0034949999999999994 0.016865000000000002 -0.09602999999999999 -0.0010999999999999996 0.26450500000000005 -1.0000000180025095e-35 -0.10071499999999999 0.41476000000000007 0.10113500000000002 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -8 9 10 -9
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00067219799643650961 -0.00047724809845123636 -0.0006835838430490071 -0.00025569529736457021 0.0010705650109920516 0.00013635433094106577 0.0003873115918387141 0.00041497421602921484 -0.00057189800747133957 0.00030091562363043734 -0.00064907053992455815 0.00021997071688056646
leaf_weight=0.0010183531996788868 0.0010115191307552797 0.0010110135914318591 0.0010603730433014695 0.0011656380623134286 0.0014584103955349104 0.0011716968669362275 0.0014879917603742446 0.0011137001564913323 0.0011751645582794906 0.0010360583355594004 0.0018021373824435546
leaf_count=612 197 162 129 246 196 390 178 563 187 208 842
internal_value=0 3.80693e-05 7.98291e-05 0.000319078 0.000551343 -2.03663e-05 -8.30034e-05 8.78651e-06 -0.000109099 -0.000231023 -8.24825e-05
internal_weight=0 0.0134937 0.0124822 0.00368442 0.00262405 0.00879776 0.00762607 0.00661505 0.00512706 0.0039519 0.00291584
internal_count=3910 3298 3101 571 442 2530 2140 1978 1800 1613 1405
is_linear=0
shrinkage=0.00196078


Tree=3913
num_leaves=10
num_cat=0
split_feature=0 1 16 0 12 151 157 16 0
split_gain=2.62856e-05 4.45632e-05 3.40418e-05 6.84772e-05 8.47417e-05 6.61132e-05 6.43776e-05 0.00010601 3.06208e-05
threshold=0.055865000000000005 0.076710000000000014 -0.055679999999999993 -0.15713499999999997 0.080120000000000011 -0.0088999999999999982 -0.057789999999999987 0.24895000000000003 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -3 -4 -8 -1
right_child=-2 2 6 4 -6 -7 7 -9 -10
leaf_value=-0.026489114638174594 0.010987944279972899 -0.023095715948119822 0.015027449190701817 0.039134916557430101 0.0020742396072506164 0.011345186108622604 -0.036414722723959424 0.0058076848869768431 -0.0036087825198968973
leaf_weight=0.0010911003637691576 0.0017972056723720717 0.001114882683676488 0.0010000878866940092 0.0010924757199890973 0.0014175396430613227 0.0011145730366460553 0.0011841102743225789 0.0011945266556389568 0.0012608004256911794
leaf_count=1044 255 91 237 277 443 141 381 164 877
internal_value=0 -0.00210264 0.00140887 0.00687636 0.0182048 -0.00587766 -0.0062606 -0.0152111 -0.0142235
internal_weight=0 0.0104701 0.0081182 0.00473947 0.00251002 0.00222946 0.00337872 0.00237864 0.0023519
internal_count=3910 3655 1734 952 720 232 782 545 1921
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=11
num_cat=0
split_feature=484 457 49 0 47 2 43 0 2 4
split_gain=0.000129107 5.25167e-05 6.5196e-05 0.00016525 9.00696e-05 0.000108838 5.67827e-05 0.000122416 0.000179934 6.65214e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.047309999999999998 -0.10783 0.10436500000000001 0.113945 -0.17307499999999998 -0.083424999999999985 0.097360000000000016 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 9 -9 -8
right_child=1 2 4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00068445331540748237 -0.00039000227195433879 0.00084875131730706389 0.00043331568428872788 -0.00016107015880638569 0.00037576726626165129 -0.00058198578034140329 0.00052300666760411285 -0.00091639634019682718 0.00011827827374917861 -6.2643495222199297e-05
leaf_weight=0.001021868506089727 0.0010182788380769933 0.0012789148179871319 0.0010535857032774269 0.0012148713496737086 0.0019944361438157246 0.001421704946412531 0.0013799595126186754 0.0012354856232480722 0.0013547935152494182 0.0016222588144881116
leaf_count=612 197 143 154 247 196 373 570 818 255 345
internal_value=0 3.82627e-05 7.29945e-05 0.000356807 2.65539e-06 -8.95815e-05 1.57517e-05 -6.29143e-05 -0.000375231 0.000206549
internal_weight=0 0.0135743 0.012556 0.00249379 0.0100622 0.00806779 0.00664608 0.0055925 0.00259028 0.00300222
internal_count=3910 3298 3101 390 2711 2515 2142 1988 1073 915
is_linear=0
shrinkage=0.00196078


Tree=3915
num_leaves=13
num_cat=0
split_feature=484 133 52 376 52 474 0 0 3 2 13 150
split_gain=0.000152932 0.000120011 0.000110708 0.000165919 0.000110665 8.20664e-05 0.000133018 0.000118331 0.000108871 7.67354e-05 6.8222e-05 4.76167e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.37613999999999997 0.048375000000000008 0.11262000000000001 0.084655000000000022 -0.084304999999999977 -0.10575999999999998 0.088060000000000013 0.089910000000000004 -0.076384999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4 -8 -10
right_child=1 -3 3 -5 -6 -7 10 -9 11 -11 -12 -13
leaf_value=-0.00072823588093401013 -0.00048384163376214719 -0.00060290017754434139 8.1755268920659852e-06 0.00086273994183168822 -0.00041683610978781905 0.00067090327268264788 0.00076292945843093902 -0.00060876418460278003 -0.00046982211008828842 0.00077421930402454841 0.00017561911587738119 9.4850455924920499e-05
leaf_weight=0.0010974534150397794 0.0012243174419818434 0.0010686555246448909 0.0010020548013286205 0.0010959985241088032 0.001584688195567706 0.0010098997018868393 0.0012286859359467448 0.0013389586639957979 0.0013469657058336124 0.0010089505231812808 0.0019952113491930688 0.0010007046993560226
leaf_count=612 337 481 84 166 437 196 208 593 93 130 490 83
internal_value=0 3.01907e-05 7.90874e-05 0.000133734 6.43534e-05 0.000141133 8.11646e-05 -9.89333e-05 5.76836e-05 0.000392511 0.000399454 -0.000229128
internal_weight=0 0.0149051 0.0138364 0.0126121 0.0115161 0.00993143 0.00892153 0.00569763 0.00435868 0.00201101 0.0032239 0.00234767
internal_count=3910 3298 2817 2480 2314 1877 1681 983 390 214 698 176
is_linear=0
shrinkage=0.00196078


Tree=3916
num_leaves=11
num_cat=0
split_feature=484 133 133 15 16 12 12 4 52 15
split_gain=0.000134801 9.56535e-05 0.000117775 9.50967e-05 0.000123457 8.74794e-05 9.11516e-05 0.000159092 0.000184355 0.00010743
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 -0.088144999999999987 -0.036459999999999992 0.093375000000000014 -1.0000000180025095e-35 -0.0081949999999999992 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 -9
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11
leaf_value=-0.00069817499547468486 -0.00040956065233942673 -0.00054269863670212504 0.00057897455622384758 3.6830322483079253e-05 -0.000824847589808087 0.00022841443986428749 -0.00020940521642276379 -0.0002687706784997169 0.0013298764523822183 0.0004444194757829471
leaf_weight=0.0010235029683052363 0.0010692400309771028 0.0010061087011170441 0.0016216571278854326 0.0015869903531636267 0.0010704787870269355 0.001381813220461622 0.0016926114083789731 0.0019290127551205062 0.0010121436118673151 0.0014023857674314735
leaf_count=612 268 481 514 316 641 242 366 193 110 167
internal_value=0 3.93851e-05 8.52589e-05 1.34185e-05 -0.00031027 0.00011477 0.000190348 0.000308529 0.000694103 3.14539e-05
internal_weight=0 0.0137724 0.0127663 0.0111447 0.00265747 0.00848721 0.00741797 0.00572536 0.00239396 0.0033314
internal_count=3910 3298 2817 2303 957 1346 1078 712 352 360
is_linear=0
shrinkage=0.00196078


Tree=3917
num_leaves=9
num_cat=0
split_feature=3 1 15 3 13 4 4 4
split_gain=2.34208e-05 3.89191e-05 4.22524e-05 5.64632e-05 4.01463e-05 8.26514e-05 0.000115179 6.02966e-05
threshold=-0.15464999999999998 0.08844500000000001 -1.0000000180025095e-35 -0.069909999999999986 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 -7 -3
right_child=1 4 3 -5 5 6 -8 -9
leaf_value=0.013973182496250675 -0.023855210975869377 0.032192077083851342 -0.01640233218032339 0.0099850290852615403 -0.027016594152032787 0.02949084803412861 -0.010083178947327421 0.00091827373806237223
leaf_weight=0.0010654932849959138 0.0013072520872549438 0.0010065534891490575 0.0015466537971727385 0.0017046705709931281 0.0010528575935666779 0.0012096991495518239 0.0018759421638362551 0.0015908944869513037
leaf_count=259 1061 487 1004 196 229 62 182 430
internal_value=0 -0.00153645 -0.00867208 -0.00256743 0.00329262 -0.0028235 0.00543148 0.0130374
internal_weight=0 0.0112945 0.00455858 0.00325132 0.00673595 0.0041385 0.00308564 0.00259745
internal_count=3910 3651 2261 1200 1390 473 244 917
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=12
num_cat=0
split_feature=484 1 52 51 0 4 3 0 3 4 43
split_gain=0.000120887 7.04085e-05 0.00010314 7.76848e-05 7.53106e-05 0.000153339 0.000119336 0.000179754 9.92506e-05 0.000115923 0.000145817
threshold=-0.0043499999999999988 0.13562500000000002 0.11588000000000002 0.085845000000000019 -0.060094999999999989 -0.49269499999999994 0.12046500000000002 -0.17106499999999999 -0.089974999999999986 -0.07606499999999998 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9 -10 -11
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.00066748859320331908 0.00066094376055431689 0.000522089074851119 -0.00052282282059802144 -0.00042698887689585275 -0.0002399356568326137 0.00070656020874556072 -0.00061967056909667626 -0.00057214594130901352 0.00063814603286559178 0.00027659951321800356 -0.00067740388516981389
leaf_weight=0.0010192252675276714 0.0016407311598104699 0.001043022001196982 0.0013381158472358665 0.0011667090013630652 0.0010126555028861506 0.0018794157200496516 0.0010230798775501329 0.0012271959674496438 0.0010049372310567922 0.0013749621459332492 0.0011159053316840194
leaf_count=612 109 230 480 247 136 262 72 397 506 443 416
internal_value=0 3.22379e-05 -7.72904e-06 5.24911e-05 0.000106915 0.000375146 1.89734e-06 0.000101825 -9.2408e-05 7.60031e-05 -0.000150793
internal_weight=0 0.0138267 0.0127837 0.0114456 0.0102789 0.00289207 0.00738681 0.00636373 0.004723 0.0034958 0.00249087
internal_count=3910 3298 3068 2588 2341 398 1943 1871 1762 1365 859
is_linear=0
shrinkage=0.00196078


Tree=3919
num_leaves=9
num_cat=0
split_feature=52 52 43 12 0 47 48 16
split_gain=2.30742e-05 4.90785e-05 5.61724e-05 3.34949e-05 5.20771e-05 5.23559e-05 6.48269e-05 8.11574e-05
threshold=-0.27466499999999994 -0.081429999999999989 -0.06705499999999999 0.10214500000000001 -0.061994999999999995 0.09252500000000001 0.084500000000000006 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3
right_child=1 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.013804429565140408 0.032089030343986517 0.022105477185769634 -0.00045093859414497986 -0.016853979248628134 0.01612454043264407 -0.022389423871929753 -0.016914078137904225 -0.0086968355814059182
leaf_weight=0.001130901462801614 0.0010012058829294739 0.001901577765694106 0.0011284102026758354 0.001303543164872553 0.0016688524000626819 0.0012148635805594461 0.0014546380976421724 0.0015547598459930093
leaf_count=425 315 808 231 376 259 215 236 1045
internal_value=0 0.00118173 0.0148472 -0.00201694 0.00046433 -0.00380195 0.000796162 0.00824971
internal_weight=0 0.0112279 0.00212962 0.00909823 0.00779469 0.00612584 0.00491098 0.00345634
internal_count=3910 3485 546 2939 2563 2304 2089 1853
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=11
num_cat=0
split_feature=484 133 484 133 15 3 43 16 1 16
split_gain=0.000103554 0.000105757 0.000104573 0.000136518 0.000121976 0.000129695 0.000181072 0.000161844 0.000155595 0.000123604
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 0.083815000000000014 1.0000000180025095e-35 -0.10315499999999998 -0.079109999999999986 -0.19424999999999998 0.095575000000000007 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9 -6
right_child=1 -3 -4 -5 9 6 7 8 -10 -11
leaf_value=-0.00060408593515627617 0.00066030153237544372 -0.00056429008092311506 -0.00044500709093923149 0.00067390686252753653 2.6762369473197458e-05 -0.00065930356697623471 -0.00038393288221141646 1.0607379526970767e-05 0.00080119931232280775 -0.00083509374749463853
leaf_weight=0.0010733288921922863 0.0016653102084037133 0.0010778877774958841 0.0013455822602922345 0.0015538875160672075 0.0016406738244371805 0.0011478162529087897 0.0013435426672051575 0.0019085943813556073 0.0019197725834068217 0.0010487001856541453
leaf_count=612 249 481 341 390 312 226 181 333 200 585
internal_value=0 2.68683e-05 7.38116e-05 0.000130902 5.18556e-05 0.000173497 4.52197e-05 0.000201577 0.000407058 -0.000309312
internal_weight=0 0.0146518 0.0135739 0.0122283 0.0106744 0.00798504 0.00631973 0.00517191 0.00382837 0.00268937
internal_count=3910 3298 2817 2476 2086 1189 940 714 533 897
is_linear=0
shrinkage=0.00196078


Tree=3921
num_leaves=12
num_cat=0
split_feature=484 15 12 124 42 2 4 160 0 13 4
split_gain=0.000109693 7.80469e-05 0.000148079 9.8991e-05 0.000137901 9.15846e-05 7.6566e-05 8.78948e-05 0.000177254 6.18237e-05 4.11607e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 0.086650000000000019 0.41452500000000009 0.086110000000000006 -0.13870499999999999 -0.0038299999999999996 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 -5 -4 -10
right_child=1 2 9 4 5 -7 -8 -9 10 -11 -12
leaf_value=-0.00062916925977508735 -0.00037890981047357966 -0.00070290472279514347 -0.00021885299347699442 0.0011861336662728156 -0.00059672497148167687 0.00016282746385100648 -0.00014175383065278586 -2.2963771607747545e-05 0.00012898695316086969 0.00046837498821989543 0.00060624702517424092
leaf_weight=0.0010202761101104326 0.0013162345705195382 0.0014217860958804125 0.0010097818810552283 0.0012708875649769824 0.0011671489475488885 0.001279323957031933 0.0010359384864665998 0.0012232835679690801 0.0018297563831411077 0.0010033752103090566 0.001120031039492319
leaf_count=612 280 421 661 133 243 429 149 127 457 271 127
internal_value=0 3.73037e-05 -0.000218466 0.000123078 0.000197099 -0.000199535 0.000346847 0.000439824 0.000573954 0.000123667 0.000310202
internal_weight=0 0.0136775 0.00343494 0.0102426 0.00892637 0.00244647 0.0064799 0.00544396 0.00422067 0.00201316 0.00294979
internal_count=3910 3298 1353 1945 1665 672 993 844 717 932 584
is_linear=0
shrinkage=0.00196078


Tree=3922
num_leaves=11
num_cat=0
split_feature=484 1 52 0 3 0 0 16 16 3
split_gain=0.00014692 0.000104653 0.000128878 8.85559e-05 9.18037e-05 0.000127391 0.000103781 8.07545e-05 8.02778e-05 7.815e-05
threshold=-0.0043499999999999988 0.13562500000000002 0.11588000000000002 0.076335000000000014 0.12046500000000002 -0.10575999999999998 -0.084304999999999977 -0.085924999999999987 0.064860000000000015 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 9 -8 -2
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11
leaf_value=-0.00072387697384820242 0.00054078894225548691 0.00061433997836530456 -0.00056918061312021884 0.00045556035601537103 -0.00048030081545783431 -0.00060393925457990149 0.00029874133119111559 0.00077674636969790503 -0.00032652717837469871 -0.00012626806252657972
leaf_weight=0.0010405094358121548 0.0011435269764707452 0.0011212098739552369 0.0014129814406475304 0.001817205306362527 0.0014015321919533764 0.0014008976248342997 0.001870798409507721 0.0010873638272784099 0.0013657811881104013 0.0016489381182179293
leaf_count=612 112 230 480 169 114 705 858 147 329 154
internal_value=0 3.9307e-05 -9.72578e-06 5.76308e-05 -1.52729e-05 6.12479e-05 -0.00015809 0.000323417 3.48887e-05 0.000146895
internal_weight=0 0.0142702 0.013149 0.011736 0.00991884 0.00851731 0.00463748 0.00387983 0.00323658 0.00279247
internal_count=3910 3298 3068 2588 2419 2305 1892 413 1187 266
is_linear=0
shrinkage=0.00196078


Tree=3923
num_leaves=12
num_cat=0
split_feature=484 41 1375 48 151 3 4 4 4 13 43
split_gain=0.000139679 0.000131515 9.72183e-05 0.000127032 0.000115504 9.39422e-05 7.98751e-05 8.2597e-05 0.00018186 0.000133189 9.78995e-05
threshold=-0.0043499999999999988 0.078535000000000008 -0.072014999999999982 0.016865000000000002 -0.0008699999999999999 0.092005000000000017 -0.49837999999999999 -0.083329999999999987 0.05309500000000001 -0.0030249999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6 9 -9 -8 -10
right_child=1 -3 3 5 6 -7 7 8 10 -11 -12
leaf_value=-0.00069132004389369027 -0.00049585756829429231 -0.00063844259390448887 -0.000582232375106931 0.0007363060985849972 -0.00041571844542979345 7.6030466029870675e-05 0.00099397782753224352 -0.00048878989839849177 -4.1541241825209089e-05 1.6068790730426716e-05 0.00065514848207160739
leaf_weight=0.0010825625818193267 0.0010058971240337307 0.0010241596595035813 0.0010903284350808088 0.0019837216597043275 0.0010137071887276602 0.0014225547287831375 0.0010462463096185381 0.0016824790875526871 0.0015290137261916117 0.0010968061004692029 0.0015734784550747566
leaf_count=612 123 177 234 425 104 138 259 1110 304 222 202
internal_value=0 3.8873e-05 9.04698e-05 0.000137887 1.61973e-05 0.000460557 9.83563e-05 0.000173576 3.02961e-05 0.000493488 0.000311796
internal_weight=0 0.0144684 0.0134442 0.0124383 0.00903206 0.00340628 0.00794173 0.00692802 0.00478497 0.00214305 0.00310249
internal_count=3910 3298 3121 2998 2435 563 2201 2097 1616 481 506
is_linear=0
shrinkage=0.00196078


Tree=3924
num_leaves=12
num_cat=0
split_feature=484 42 43 15 42 0 43 15 49 2 48
split_gain=9.54228e-05 7.16285e-05 9.10928e-05 9.79333e-05 0.000133987 9.61766e-05 7.83448e-05 8.09949e-05 5.33865e-05 0.000116967 0.000178352
threshold=-0.0043499999999999988 -0.10770999999999999 -0.17307499999999998 -0.052074999999999989 0.086325000000000013 -0.082709999999999992 0.0016850000000000001 1.0000000180025095e-35 0.090775000000000008 0.099675000000000014 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 8 7 -5 9 10 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00059471290064675873 -0.00047702760330166013 0.00054592344812395713 0.00043470889979299111 5.9181540337954733e-05 -0.00078569816826870727 0.00072955830787585333 0.0003067509463197868 -0.00057537212306542113 -0.00031877996779728604 0.00067514432159450485 -0.00067946052917179666
leaf_weight=0.0010182469145515504 0.0010053139070561904 0.0013621373637061418 0.0011982711727139073 0.0018237194966413306 0.0010896531527544153 0.0010580355877416268 0.0017531806698298413 0.0013427639176759425 0.001032766731067346 0.0012277149611771682 0.0010247746055287599
leaf_count=612 215 164 166 407 694 408 193 498 233 171 149
internal_value=0 2.71021e-05 6.635e-05 9.79633e-06 -0.00016358 0.000197808 -2.57881e-05 -0.000209904 7.23236e-05 0.000189376 -7.88984e-05
internal_weight=0 0.0139183 0.012913 0.0115509 0.00600932 0.00554156 0.00491966 0.00316648 0.00448353 0.00345076 0.00222305
internal_count=3910 3298 3083 2919 1792 1127 1098 905 719 486 315
is_linear=0
shrinkage=0.00196078


Tree=3925
num_leaves=12
num_cat=0
split_feature=484 457 15 4 43 0 2 49 16 15 0
split_gain=9.90778e-05 6.87138e-05 9.00558e-05 0.000124201 7.26187e-05 0.000104636 0.000155938 6.53512e-05 0.000115435 5.22991e-05 4.9897e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.031229999999999997 -0.0010999999999999996 -0.17307499999999998 -0.082994999999999985 0.097360000000000016 0.090775000000000008 -0.14118999999999995 0.085120000000000015 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 9 -7 8 -5 -6 -10
right_child=1 2 4 7 5 6 -8 -9 10 -11 -12
leaf_value=-0.0006058687523021009 -0.00044885387908304337 0.00075248971439167327 0.00029929644689339762 0.00069614002816520773 -0.00014759886901869433 -0.0010024379407551141 -6.1037943010231973e-05 -0.0003373899070148454 -0.00033975608747561169 0.00041813356741313888 0.00023397856708623526
leaf_weight=0.0010144779739489256 0.0010692411154110135 0.0014085038347694725 0.0014737557165886359 0.0012485073301053175 0.0014785643833608456 0.0011657330380549571 0.001611906485490984 0.001069669560049503 0.0011248799737515751 0.0010924272640815899 0.0012093369384372356
leaf_count=612 197 442 146 292 334 705 274 278 67 320 243
internal_value=0 2.87861e-05 6.84276e-05 0.000242357 -8.60881e-05 -0.000192277 -0.000456129 8.79148e-05 0.000214895 9.27837e-05 -4.25093e-05
internal_weight=0 0.0139525 0.0128833 0.0060609 0.00682239 0.00534863 0.00277764 0.00465239 0.00358272 0.00257099 0.00233422
internal_count=3910 3298 3101 1322 1779 1633 979 880 602 654 310
is_linear=0
shrinkage=0.00196078


Tree=3926
num_leaves=10
num_cat=0
split_feature=11 48 0 42 2 16 13 3 3
split_gain=3.43999e-05 6.81136e-05 0.000132354 4.6499e-05 6.65026e-05 5.56858e-05 0.000127271 4.83745e-05 2.75741e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.084100000000000022 0.11260500000000001 0.25185000000000007 -0.0030249999999999995 -0.077894999999999978 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -5 -8
right_child=-2 2 -4 7 -6 -7 8 -9 -10
leaf_value=0.026448264433927567 -0.017942215924845198 -0.0069300878429329645 0.031472782711794794 -0.030093618920868332 0.020547927960673801 -0.025246717514540204 -0.025471149639197874 -0.00089618335852492063 -0.0025466865383794346
leaf_weight=0.0012579763411949105 0.0010077485727066878 0.0017504631416561667 0.0018416498274096754 0.0011692192185253638 0.0013330904173338102 0.0010338220333070683 0.0010283486888027402 0.0011025371811641284 0.0010712884686682467
leaf_count=640 254 115 604 898 234 117 407 536 105
internal_value=0 0.00132014 0.0127588 -0.00381836 0.00098549 -0.004953 0.00129551 -0.0159234 -0.0137745
internal_weight=0 0.0115884 0.00359211 0.00799628 0.00572453 0.00439144 0.00335761 0.00227176 0.00209964
internal_count=3910 3656 719 2937 1503 1269 1152 1434 512
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=13
num_cat=0
split_feature=484 41 457 48 2 1 49 484 133 13 43 2
split_gain=0.000130968 0.000102973 9.43096e-05 0.000119293 0.000134904 7.83593e-05 6.64494e-05 8.30368e-05 0.000131338 9.19622e-05 7.23208e-05 3.58931e-05
threshold=-0.0043499999999999988 0.078535000000000008 -0.0034949999999999994 0.016865000000000002 0.11230000000000001 0.12811000000000003 -1.0000000180025095e-35 0.084225000000000008 -0.0056849999999999991 -0.083924999999999986 -0.17307499999999998 0.090815000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 11 6 -4 8 -8 -10 -11 -5
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.00067154804665648369 -0.00048268146847229719 -0.00057277374080699078 -0.00052770493714490827 0.00094599852548078592 -0.00012499553087746862 0.00048924156211167357 -0.00069261449068880906 0.00051510873872846015 0.00043189861584343609 0.00025364192042908764 -0.00039376591182479603 0.00046277260752267395
leaf_weight=0.0010976125306453232 0.0010653820774439793 0.0010089248836607926 0.0010413347214365317 0.0011518936380865773 0.0011319652120864738 0.0011141641495141744 0.0011115246631406995 0.0010355160132832974 0.001629218621739047 0.0010572906077176991 0.0017806216512121257 0.001213622788453926
leaf_count=612 195 177 202 203 149 216 669 266 132 132 785 172
internal_value=0 3.1204e-05 7.69093e-05 0.000125509 0.000431691 3.39871e-06 -6.73097e-05 5.17489e-06 -8.94796e-05 6.05942e-05 -0.000152568 0.000698081
internal_weight=0 0.0143415 0.0133325 0.0122672 0.00349748 0.00876967 0.00765551 0.00661417 0.00557866 0.00446713 0.00283791 0.00236552
internal_count=3910 3298 3121 2926 524 2402 2186 1984 1718 1049 917 375
is_linear=0
shrinkage=0.00196078


Tree=3928
num_leaves=14
num_cat=0
split_feature=403 484 52 474 484 403 151 12 42 4 16 2 16
split_gain=0.000135729 0.000113247 9.98503e-05 0.000101038 0.000141868 0.000124176 0.000117319 0.000144611 7.34131e-05 0.000160285 0.000156299 7.1605e-05 6.03562e-05
threshold=-1.0000000180025095e-35 -0.0043499999999999988 -0.37613999999999997 0.084655000000000022 1.0000000180025095e-35 0.036225000000000007 -0.0088999999999999982 -0.051479999999999991 0.088115000000000013 0.25367000000000006 -0.092424999999999993 0.097135000000000013 -0.055679999999999993
decision_type=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 -9 -4 -12
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 12 -13 -14
leaf_value=-0.00070493254830361867 -0.00056027262952487527 -0.00043252867130295561 0.0001591272078068519 0.00071557666488708494 -0.00058571170324123352 -0.00044578117635043644 -0.00033484964706136967 -0.00046791116350631336 0.00084678036415783029 0.001034519884590739 0.00074425604822478484 -0.00055122748301679599 0.00016783847958879933
leaf_weight=0.0010057714731505499 0.0011259213465158449 0.001300133215399968 0.001171874007701872 0.0010666469828768338 0.0010985701811600324 0.0011832998218421148 0.0010379311303167884 0.0010913058831880807 0.0014237171145230982 0.0010228876137936289 0.0011796170609109946 0.0010208206175075186 0.0017120315210024128
leaf_count=930 544 339 147 226 313 349 216 118 208 86 133 145 156
internal_value=0 3.84719e-05 8.55854e-05 0.000137367 8.57226e-05 0.000153747 0.000227184 0.000344275 0.000453907 0.000342169 0.000164362 -0.000171582 0.000402982
internal_weight=0 0.0154348 0.0143088 0.0130087 0.0119421 0.0108435 0.00966018 0.00746749 0.00642956 0.00500584 0.00398295 0.00219269 0.00289165
internal_count=3910 2980 2436 2097 1871 1558 1209 917 701 493 407 292 289
is_linear=0
shrinkage=0.00196078


Tree=3929
num_leaves=9
num_cat=0
split_feature=11 48 0 42 4 4 0 16
split_gain=2.79676e-05 5.60897e-05 0.000108594 4.44535e-05 6.37369e-05 7.65771e-05 8.53667e-05 4.31105e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.088669999999999985 -0.084009999999999987 0.05309500000000001 -0.11756999999999999 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 -6 -7 -5
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.012208901506590113 -0.016137698013714546 -0.0061902886793867027 0.028525607295775426 0.021723186923076562 -0.029240937529229551 -0.022035146777627187 0.014178240800028273 -0.0070796673537662285
leaf_weight=0.0014746823244503266 0.0010144637789806172 0.0017646811532049946 0.0018411305652175712 0.0010495203872717329 0.0018597969674704774 0.0012191116579589852 0.0013967704903214279 0.0010292830592113058
leaf_count=409 254 115 604 310 1488 177 457 96
internal_value=0 0.0011749 0.0115357 -0.00347802 -0.00700739 -0.0137279 -0.00269873 0.00746196
internal_weight=0 0.011635 0.00360581 0.00802916 0.00655448 0.00447568 0.00261588 0.0020788
internal_count=3910 3656 719 2937 2528 2122 634 406
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=12
num_cat=0
split_feature=484 133 133 15 13 12 52 160 12 4 15
split_gain=0.000107769 9.00554e-05 9.9953e-05 0.000107485 0.000268284 0.000105748 8.26693e-05 0.000111906 0.000144609 0.000211783 8.71603e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 0.0015650000000000002 -0.036459999999999992 -0.091329999999999981 -0.078874999999999987 0.092365000000000017 -0.00072999999999999985 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 -9 -11
right_child=1 -3 -4 4 -6 6 7 8 -10 10 -12
leaf_value=-0.00061655219657076263 -0.00045041976403814051 -0.00052962077571270508 0.00051571190970893434 -0.00077461916055076175 0.00048611149289054447 0.00058106987393269621 -0.00036479669423460537 0.0011163611233475127 -0.00035957985283015969 0.00045860392112454906 -0.00029802946069305185
leaf_weight=0.0010658309982283848 0.0011239914363986815 0.0010301502426712595 0.0017045832069541049 0.0018218102949394575 0.0010080104425851388 0.0016614240194912627 0.0015659938197154864 0.0011787981129025606 0.0011609174101257832 0.0012269987100480286 0.0011193001440579936
leaf_count=612 268 481 514 780 177 325 261 87 150 113 142
internal_value=0 2.92968e-05 7.17206e-05 7.94677e-06 -0.000325534 0.000112367 0.000192303 8.89913e-05 0.00024064 0.00043831 9.76525e-05
internal_weight=0 0.014602 0.0135718 0.0118672 0.00282982 0.00903742 0.00791343 0.00625201 0.00468601 0.0035251 0.0023463
internal_count=3910 3298 2817 2303 957 1346 1078 753 492 342 255
is_linear=0
shrinkage=0.00196078


Tree=3931
num_leaves=12
num_cat=0
split_feature=484 133 15 42 42 15 15 3 2 4 2
split_gain=0.000123157 9.15176e-05 9.63284e-05 0.000274016 7.70876e-05 8.30958e-05 0.000103074 0.000105869 9.94531e-05 9.74327e-05 6.19075e-05
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.038029999999999987 -0.091024999999999981 0.10223 0.089785000000000018 -0.06272999999999998 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -7 -6
right_child=1 -3 3 -5 10 9 -8 -9 -10 -11 -12
leaf_value=-0.0006602066046554288 0.00015732347903302799 -0.00052742927201466768 -0.00066272812657943293 0.00052060644025284434 -0.00042982359723974889 0.00024948400702796644 -0.00043291143659638986 -0.00016387520955470482 0.00099312910865348198 0.001008706382220733 0.00017262487683748467
leaf_weight=0.0010507439497272038 0.0011989820385795674 0.0010289047017550826 0.0019916260341157491 0.0012090952257565526 0.0012422428009753416 0.001633720112386005 0.0010147853088273689 0.0013157121657044668 0.0010071166325103073 0.0010791334216904962 0.0013891051268407706
leaf_count=612 159 481 609 417 271 212 251 143 182 155 418
internal_value=0 3.56294e-05 7.99159e-05 -0.000215715 0.000175681 0.000280023 0.000117687 0.000276339 0.000538881 0.000551492 -0.000111787
internal_weight=0 0.0141104 0.0130815 0.00320072 0.0098808 0.00724945 0.0045366 0.00352181 0.0022061 0.00271285 0.00263135
internal_count=3910 3298 2817 1026 1791 1102 735 484 341 367 689
is_linear=0
shrinkage=0.00196078


Tree=3932
num_leaves=14
num_cat=0
split_feature=453 4 158 47 52 52 16 42 150 49 42 2 1
split_gain=0.00012198 0.000230536 0.000125292 9.17896e-05 0.000113501 0.000116194 0.000169653 0.000113408 0.000100204 0.000201207 0.000116948 0.000139919 6.99641e-05
threshold=1.0000000180025095e-35 0.27608500000000008 1.0000000180025095e-35 0.10783500000000001 -0.24456499999999998 0.11401500000000002 0.20277000000000003 -1.0000000180025095e-35 0.086870000000000017 -0.0098949999999999975 0.084100000000000022 0.081110000000000015 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 -9 11 -11 -3
right_child=-2 12 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14
leaf_value=-0.00069770453894923415 -0.00066412412215180168 0.0002631838535051652 -0.00072360964628888889 0.00042465334766040718 -0.00053264988576282827 -0.00057168101512827297 0.00076507729346897923 0.00096615420097734023 -0.00038631053806810012 -0.0002734610618281624 -0.0004748317996801583 0.00068355375613417604 0.00098222895820387359
leaf_weight=0.0010180474733183136 0.0010386708448895656 0.0010007137626052176 0.0010215741798832332 0.001629251520850152 0.0014420890200531845 0.0012414812942029554 0.0011675562718634989 0.0010611413057066079 0.0013806815421033387 0.0010617566903085296 0.0013039185677228577 0.0013145404668303338 0.0010836351962706802
leaf_count=375 99 109 399 164 703 475 80 134 217 90 597 158 310
internal_value=0 2.96592e-05 -6.3137e-05 -9.67445e-06 -7.40558e-05 -1.03946e-05 6.94098e-05 -3.79695e-05 7.85559e-05 0.000213925 -2.97049e-06 0.000255949 0.000637009
internal_weight=0 0.0157264 0.013642 0.0126205 0.0109912 0.00997317 0.00873168 0.00756413 0.00612204 0.00474136 0.00368022 0.0023763 0.00208435
internal_count=3910 3811 3392 2993 2829 2454 1979 1899 1196 979 845 248 419
is_linear=0
shrinkage=0.00196078


Tree=3933
num_leaves=12
num_cat=0
split_feature=484 133 15 42 42 52 12 4 4 16 0
split_gain=0.000116326 9.08422e-05 9.0316e-05 0.000226949 6.94666e-05 8.22775e-05 0.000187178 0.000116679 0.000148771 8.15198e-05 7.11245e-05
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 0.11401500000000002 0.090715000000000018 -1.0000000180025095e-35 -0.06272999999999998 -0.094359999999999986 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -9 -6
right_child=1 -3 3 -5 10 -7 -8 9 -10 -11 -12
leaf_value=-0.00063629973153743122 4.2193765580894856e-05 -0.00052303902355292393 -0.00061711155851245226 0.00044863428537133854 -0.00051037983945339009 -0.00021552097651716839 0.0011013325139038778 -0.00040849985254131092 0.0010922908607656726 0.00023304186747335595 0.00015103323083215614
leaf_weight=0.001061023686470655 0.0010448417148263243 0.0010349556384623712 0.0019856014288711027 0.0012529766275286309 0.0010093376037578054 0.0011402722972158634 0.0010762855490859665 0.0013122911674857071 0.0010300759202186149 0.0018143465643220174 0.0016418883066533049
leaf_count=612 131 481 609 417 231 146 238 194 222 171 458
internal_value=0 3.65251e-05 8.00423e-05 -0.000204784 0.00017165 0.000269013 0.000357022 0.000203012 0.000563506 -3.62217e-05 -0.000100771
internal_weight=0 0.0143429 0.0133079 0.00323858 0.0100693 0.00741811 0.00627784 0.00520156 0.00207492 0.00312664 0.00265123
internal_count=3910 3298 2817 1026 1791 1102 956 718 353 365 689
is_linear=0
shrinkage=0.00196078


Tree=3934
num_leaves=11
num_cat=0
split_feature=457 4 16 48 2 133 52 1 2 4
split_gain=3.62523e-05 7.48869e-05 5.973e-05 6.01925e-05 6.87193e-05 0.000117138 7.89295e-05 5.67191e-05 5.53836e-05 4.34318e-05
threshold=-0.0034949999999999994 0.24280000000000004 -0.19424999999999998 0.016865000000000002 0.106285 1.0000000180025095e-35 0.0033900000000000002 0.095575000000000007 0.11230000000000001 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -3 -5
right_child=1 8 3 9 -6 -7 -8 -9 -10 -11
leaf_value=-0.018431372884112122 -0.024570869245910218 0.033136248217171912 -0.028733398040949473 0.025169860650584859 0.016687803083226722 -0.03917920977286591 0.017917258201161249 0.0029824953981311907 0.0027758456504869892 -0.0012652549116075732
leaf_weight=0.0010072649605390041 0.0011026037229646879 0.0011339646439267781 0.0011486610318194516 0.0013664111415457097 0.0011314838582835926 0.0011072856969435848 0.0012808291338214238 0.0011075501912891379 0.0012780403549744889 0.0011400536966043751
leaf_count=316 132 239 509 333 317 807 603 157 266 231
internal_value=0 0.0013332 -0.00270598 0.000204847 -0.00541107 -0.010795 -0.00190915 -0.0131644 0.0170493 0.013146
internal_weight=0 0.0117969 0.00938488 0.00828227 0.00577581 0.00464433 0.00353704 0.00225621 0.002412 0.00250646
internal_count=3910 3594 3089 2957 2393 2076 1269 666 505 564
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=10
num_cat=0
split_feature=457 4 16 48 15 2 4 1 457
split_gain=2.94677e-05 6.10434e-05 4.86809e-05 4.90127e-05 5.84162e-05 7.11993e-05 0.000100175 4.77883e-05 3.83194e-05
threshold=-0.0034949999999999994 0.24280000000000004 -0.19424999999999998 0.016865000000000002 -0.0063699999999999989 0.106285 -0.08422499999999998 0.11198000000000001 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -3 -5
right_child=1 7 3 8 5 -7 -8 -9 -10
leaf_value=-0.016644983659550857 -0.022248566573576368 -0.00010354215860538586 -0.02109749409760342 0.022964125371398275 -0.024048865598051913 0.02456894231029411 0.011699861877113299 0.028247939454312539 -0.0019570435338070471
leaf_weight=0.0010040139664244203 0.0010962793634386693 0.0010851906376019677 0.0016051361887914461 0.0013865557440941182 0.0015561286874222174 0.001002913190885947 0.0015794824941898005 0.001314892186305102 0.0011116691112338147
leaf_count=316 132 168 731 447 574 194 894 337 117
internal_value=0 0.00120446 -0.00245149 0.000181781 -0.00490406 0.00137661 -0.00604137 0.0154289 0.0118746
internal_weight=0 0.0117382 0.00933816 0.00824189 0.00574366 0.00413852 0.00313561 0.00240008 0.00249822
internal_count=3910 3594 3089 2957 2393 1662 1468 505 564
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=9
num_cat=0
split_feature=11 43 15 16 1 1 43 52
split_gain=3.03904e-05 4.25477e-05 4.78289e-05 5.89408e-05 0.000104996 0.000140185 8.02079e-05 6.13636e-05
threshold=0.079700000000000007 -0.17307499999999998 -0.11399999999999998 -0.19424999999999998 0.095575000000000007 0.11215000000000001 0.0016850000000000001 -0.053514999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 -5
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.01593005344375872 -0.016675803670188956 0.014008671957514835 -0.022791226643204598 -0.005075051054088133 0.045040856253647996 -0.0050668377550418088 0.012296895756208721 -0.032436242456161439
leaf_weight=0.0016924228658269707 0.0010267612585376446 0.0017094040776779425 0.0014349126020542346 0.0018222394686732519 0.0010019085956628755 0.0012611059302566128 0.0012557977258989424 0.0014898165481127099
leaf_count=237 254 518 237 527 270 210 436 1221
internal_value=0 0.0012694 -0.00121798 -0.00436692 -0.000496656 0.0171174 -0.00922306 -0.0173826
internal_weight=0 0.0116676 0.00997518 0.00826578 0.00683087 0.00226301 0.00456785 0.00331206
internal_count=3910 3656 3419 2901 2664 480 2184 1748
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=12
num_cat=0
split_feature=484 42 43 16 16 160 51 12 13 4 12
split_gain=0.000122365 6.09168e-05 0.000109368 0.000114569 8.12282e-05 0.000123987 0.000104099 6.66713e-05 9.19814e-05 0.000155037 4.70825e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.17307499999999998 0.15737500000000001 0.011450000000000002 -0.077139999999999986 0.090560000000000015 0.088375000000000023 -0.083514999999999992 -0.00072999999999999985 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7 -10 -5
right_child=1 2 3 10 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00065926836222493642 -0.00042959567064234901 0.00058280168994425329 -0.00054523480654880346 -0.00065166358103690536 0.00057492578838782801 0.00056193360958624382 0.00071852522956205255 -0.00033465856020169714 0.00049126721445787169 -0.00043853433976504019 -9.3932283993113823e-05
leaf_weight=0.0010633492944029212 0.0010230495111168145 0.0014100723112537112 0.0012160992268179438 0.0012117459438262005 0.0012165233952896532 0.001424673039156252 0.0010008698407296636 0.0014233593108830779 0.0011868429434877736 0.0016452295198276551 0.0011196090215747721
leaf_count=612 215 164 521 329 216 338 145 694 314 229 133
internal_value=0 3.08961e-05 6.75437e-05 4.06143e-06 0.000103285 3.06304e-05 0.000135452 3.27106e-05 0.000155551 -4.88803e-05 -0.000383819
internal_weight=0 0.0138781 0.012855 0.011445 0.0091136 0.00789707 0.00668097 0.0056801 0.00425675 0.00283207 0.00233135
internal_count=3910 3298 3083 2919 2457 2241 1720 1575 881 543 462
is_linear=0
shrinkage=0.00196078


Tree=3938
num_leaves=12
num_cat=0
split_feature=484 133 15 42 42 52 12 4 4 16 0
split_gain=0.000125673 7.4543e-05 9.27157e-05 0.000265542 8.68792e-05 8.84985e-05 0.000179843 0.00014475 0.000140971 7.88975e-05 7.5898e-05
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 0.11401500000000002 0.090715000000000018 -1.0000000180025095e-35 -0.06272999999999998 -0.094359999999999986 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -9 -6
right_child=1 -3 3 -5 10 -7 -8 9 -10 -11 -12
leaf_value=-0.00067604792553282653 0.00011273417565086945 -0.00047790075974305912 -0.00065378324789652244 0.00050185802412323682 -0.00042697215680144023 -0.00022725925771933738 0.0011040416842434326 -0.00042466735831817336 0.0011361786854925144 0.00021520845179982584 0.00025022942218592015
leaf_weight=0.0010192968274759838 0.0010458393148512126 0.0010048414497255713 0.0019991223153753247 0.001237752574512245 0.0014880722856206426 0.0011194348507168597 0.0010671971162972624 0.0012755427219402662 0.0010241583184634421 0.0017673528095362384 0.0011116011340769729
leaf_count=612 131 481 609 417 493 146 238 194 222 171 196
internal_value=0 3.68281e-05 7.62022e-05 -0.000211876 0.000170399 0.000280022 0.000371908 0.000219093 0.000619097 -5.30193e-05 -0.000137406
internal_weight=0 0.0141409 0.0131361 0.00323687 0.0098992 0.00729953 0.00618009 0.00511289 0.00207 0.0030429 0.00259967
internal_count=3910 3298 2817 1026 1791 1102 956 718 353 365 689
is_linear=0
shrinkage=0.00196078


Tree=3939
num_leaves=13
num_cat=0
split_feature=484 41 474 150 2 4 48 4 12 0 16 12
split_gain=0.000179422 7.04518e-05 9.68717e-05 8.46128e-05 0.000116701 0.000193577 0.000192831 0.000150571 6.3742e-05 0.000105935 0.00017874 6.34473e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.085070000000000021 0.090695000000000012 0.11165000000000001 0.08734500000000002 0.08407000000000002 0.070230000000000015 0.092255000000000018 -0.055084999999999988 -0.083564999999999987 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 9 10 -2 -9
right_child=1 -3 -4 -5 5 -7 -8 11 -10 -11 -12 -13
leaf_value=-0.00078336733480657828 0.00035635466988861167 -0.00044273881821686885 0.00065428947070430611 -0.00039886344394840251 0.00026316589717073798 -0.00087981779334946172 0.00077006537749272686 0.00013830703399844599 -0.00051555001481047471 0.00051284902084302621 -0.00076986376757115797 0.00082137648260540981
leaf_weight=0.0010692593693859319 0.0010093377356045227 0.001037817681553089 0.0010670426988476861 0.0014944277468270087 0.0011676673776256996 0.0011124018913077401 0.0018233501731241058 0.0010299880476706477 0.0013106973251900836 0.0010383266297497502 0.0011696384668980792 0.0010617288627731564
leaf_count=612 411 183 288 254 232 190 340 146 541 98 537 78
internal_value=0 4.92798e-05 8.77172e-05 3.82346e-05 9.91507e-05 -0.000294474 0.00020545 4.99309e-05 -0.000151061 -2.57211e-06 -0.000248181 0.000485024
internal_weight=0 0.0143224 0.0132846 0.0122176 0.0107231 0.00228007 0.00844307 0.00661972 0.004528 0.0032173 0.00217898 0.00209172
internal_count=3910 3298 3115 2827 2573 422 2151 1811 1587 1046 948 224
is_linear=0
shrinkage=0.00196078


Tree=3940
num_leaves=13
num_cat=0
split_feature=484 133 52 376 12 160 160 12 15 0 1 2
split_gain=0.000149201 9.12175e-05 0.000131534 0.0001582 0.000103643 9.56985e-05 9.57463e-05 0.000101093 0.000132768 0.000117712 0.000264087 5.42724e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.37613999999999997 0.048375000000000008 -0.0089849999999999982 0.090735000000000024 -0.080184999999999992 0.092365000000000017 0.035895000000000003 -0.22851499999999997 0.095575000000000007 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 9 -8 -11 -9
right_child=1 -3 3 -5 5 -7 7 11 -10 10 -12 -13
leaf_value=-0.00070948338423747464 -0.00052465056758227934 -0.00052005917644785515 -0.00050969488638818777 0.00086372453765072631 -0.00019037073755528991 -0.00040155803954084889 0.00012519373532849808 0.00023749141082739957 -1.163620671337268e-05 0.00024950485239161297 0.0015382788517403418 -0.00038347205940597584
leaf_weight=0.0011124202648692813 0.0012674802212571381 0.0010576693055856521 0.001070339491578933 0.0010578944653306345 0.0019393039418490882 0.0011539928399347732 0.0010846443640269987 0.0011462927700970817 0.0016450098734757234 0.0012087409402461889 0.0012367752505424859 0.0010250241214546443
leaf_count=612 337 481 300 166 567 132 68 179 571 190 124 183
internal_value=0 3.49471e-05 7.73752e-05 0.000138089 7.13962e-05 0.000130973 0.000197153 0.00029945 0.000448438 0.000662826 0.000901279 -5.56498e-05
internal_weight=0 0.0148932 0.0138355 0.012568 0.0115101 0.0104398 0.00928579 0.00734649 0.00517517 0.00353016 0.00244552 0.00217132
internal_count=3910 3298 2817 2480 2314 2014 1882 1315 953 382 314 362
is_linear=0
shrinkage=0.00196078


Tree=3941
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 2 12 42
split_gain=2.90685e-05 6.53947e-05 6.47348e-05 7.70029e-05 8.42588e-05 5.93475e-05 4.09466e-05 8.7221e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.094010000000000024 0.080120000000000011 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.022062974105661604 -0.015872415185141476 0.021155746013525517 0.019570863562213409 0.020340244063165262 -0.029113751814446712 -0.01723840525738948 -0.018149176284197831 0.015055901592766594
leaf_weight=0.0013383208998883319 0.0010830972255387898 0.0014468192951118562 0.0016176424857707343 0.00174873159402162 0.0010583355572720389 0.001332661089024835 0.0014438931908661277 0.0017496380104191137
leaf_count=275 161 388 175 130 219 713 962 887
internal_value=0 0.00124926 -0.0015499 0.00151718 -0.00305318 0.00143601 0.00660869 4.28697e-05
internal_weight=0 0.011736 0.0102892 0.0089509 0.00720217 0.00614383 0.00481117 0.00319353
internal_count=3910 3749 3361 3086 2956 2737 2024 1849
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=12
num_cat=0
split_feature=484 42 43 474 160 151 133 4 2 2 4
split_gain=0.000200571 7.51607e-05 8.502e-05 0.00011788 0.000193027 0.000140731 0.000157876 0.000203814 0.00014289 0.000150209 9.91397e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.15648499999999999 0.085070000000000021 -0.080734999999999987 -0.0088999999999999982 -0.0056849999999999991 0.25367000000000006 0.10457000000000001 0.089910000000000004 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 9 -8 -10
right_child=1 2 3 -5 5 6 7 -9 10 -11 -12
leaf_value=-0.00082171554546593814 -0.00045389709185358836 0.00051156117669433647 -0.0007255288869714606 0.00064557731686843583 -0.00040066072818711814 -0.00040148257074220815 7.70242841892661e-05 0.0011296009948537954 0.00018519147814718219 0.00094703800638567908 -0.00067919267885599075
leaf_weight=0.001095471268723342 0.0010644298723875506 0.0016012632633409978 0.0013473710889683682 0.0010902251670689674 0.0019683085033153644 0.0014249873587317908 0.0019002497636510258 0.0010071137978784157 0.0010405177520833864 0.0012748071035307224 0.0010008347746249535
leaf_count=612 215 197 512 288 325 680 449 198 111 199 124
internal_value=0 4.79458e-05 8.70633e-05 3.06746e-05 -3.04683e-05 6.69137e-05 0.000187242 0.000322041 0.000166128 0.000426341 -0.000238599
internal_weight=0 0.0147201 0.0136557 0.0120544 0.0109642 0.00961682 0.00764851 0.00622352 0.00521641 0.00317506 0.00204135
internal_count=3910 3298 3083 2886 2598 2086 1761 1081 883 648 235
is_linear=0
shrinkage=0.00196078


Tree=3943
num_leaves=13
num_cat=0
split_feature=484 133 133 15 13 12 15 160 3 4 12 4
split_gain=0.000125672 0.000103845 9.74015e-05 0.000115741 0.000309496 0.000100013 0.000105686 0.000128065 9.41021e-05 0.000156638 0.000123541 3.43168e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 0.0015650000000000002 -0.036459999999999992 -0.11739999999999999 0.086110000000000006 0.11265500000000002 0.065520000000000009 0.090480000000000019 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 10 11 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00064349667836172022 -0.00041117789893583819 -0.00054675819346017426 0.00051919753643252416 -0.00079329347000959432 0.00053134375014382757 -0.00020842221223398737 0.00090983996625994539 -0.00026516570527968018 -6.3563316256643501e-05 0.0012683158769309629 -0.00018784269481200743 0.00040483444798190295
leaf_weight=0.0011093020861146297 0.0011428952232212597 0.0010747189546345083 0.0017440921553502171 0.0018784249347017232 0.0010612828594136845 0.0018127034093037789 0.001005717636715303 0.0011401879660930536 0.0010450829722774765 0.0010040679644967463 0.0010046957524101098 0.0010653498436023596
leaf_count=612 268 481 514 780 177 259 184 90 85 100 254 106
internal_value=0 4.04731e-05 8.58619e-05 2.37112e-05 -0.000315078 0.000131723 0.000208535 0.000329175 0.000461404 0.000595878 0.000376364 0.000650067
internal_weight=0 0.0149792 0.0139045 0.0121604 0.00293971 0.0092207 0.00807781 0.0062651 0.00512491 0.00407983 0.00307576 0.00207107
internal_count=3910 3298 2817 2303 957 1346 1078 819 729 644 544 290
is_linear=0
shrinkage=0.00196078


Tree=3944
num_leaves=12
num_cat=0
split_feature=484 133 133 15 13 12 51 160 12 4 2
split_gain=0.000137122 7.88945e-05 9.70933e-05 9.78873e-05 0.000274197 9.95934e-05 0.000100121 0.000117578 0.000135063 0.000200378 8.41132e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 0.0015650000000000002 -0.036459999999999992 -0.09021499999999999 -0.078874999999999987 0.093375000000000014 -0.00072999999999999985 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 -9 -11
right_child=1 -3 -4 4 -6 6 7 8 -10 10 -12
leaf_value=-0.00068319916457613224 -0.00043573912263508816 -0.00049064566382426514 0.00052067908636112725 -0.00076550841626464279 0.00051090501738741158 0.00064646059971785249 -0.00043018571528356152 0.0010107113328763819 -0.0003448675341362933 -0.00026236920994414549 0.00047075248578045358
leaf_weight=0.001088391934105701 0.0011048013182823292 0.0010076361372775783 0.001669751474622329 0.0017908166449126994 0.0010131058760471778 0.0015117819871853129 0.0013429018731112696 0.0013534101057438683 0.0012169909917950053 0.0013302793538963889 0.0010985778376744384
leaf_count=612 268 481 514 780 177 225 218 148 213 150 124
internal_value=0 3.85229e-05 7.82187e-05 1.54099e-05 -0.000304318 0.000115479 0.000193018 8.49305e-05 0.000223301 0.000406116 6.92235e-05
internal_weight=0 0.0144401 0.0134324 0.0117627 0.00280392 0.00895874 0.00785394 0.00634216 0.00499926 0.00378227 0.00242886
internal_count=3910 3298 2817 2303 957 1346 1078 853 635 422 274
is_linear=0
shrinkage=0.00196078


Tree=3945
num_leaves=10
num_cat=0
split_feature=14 124 484 4 52 3 0 48 3
split_gain=3.21494e-05 5.43558e-05 5.38775e-05 5.39057e-05 0.000153828 7.01006e-05 6.05572e-05 8.16439e-05 5.78823e-05
threshold=-0.13131999999999996 -0.048219999999999992 0.084225000000000008 -0.0037349999999999992 -1.0000000180025095e-35 -0.084014999999999992 -0.17106499999999999 0.091875000000000012 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -5 -8
right_child=1 2 -4 6 5 -7 8 -9 -10
leaf_value=-0.017343640839333128 0.023527164519761123 -0.040133661181863164 0.01949158564133735 0.037085665063347782 0.016629439223331526 -0.014207875798319954 0.0090107380039195061 -0.0021210034420481283 -0.017349022664028168
leaf_weight=0.0010080262416481594 0.0010034955353989969 0.0013130246527603235 0.0011690200517501309 0.0010124205680566156 0.0014557847915418894 0.001493382305887877 0.0015613749443924294 0.0011172774077304326 0.0017858110573747397
leaf_count=172 272 740 409 86 567 741 492 56 375
internal_value=0 0.00125539 -0.000793515 -0.00322842 -0.0116619 0.00101422 0.00333467 0.0165171 -0.00505288
internal_weight=0 0.0119116 0.0109081 0.00973908 0.00426219 0.00294917 0.00547688 0.0021297 0.00334719
internal_count=3910 3738 3466 3057 2048 1308 1009 142 867
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=12
num_cat=0
split_feature=158 48 50 48 52 1 2 0 2 13 43
split_gain=0.000100452 0.000129804 0.000125161 0.000114352 0.000106508 0.00012572 0.000127946 0.000125616 0.000140926 0.000122493 0.000100582
threshold=0.085745000000000002 0.12675000000000003 0.088425000000000017 0.096835000000000018 -0.27466499999999994 0.11198000000000001 0.10571000000000001 -0.077944999999999987 0.089910000000000004 -0.0010249999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -9 -6
right_child=-2 -3 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-0.00048057401493125783 -0.00058166138512023911 -0.00062854022862555482 -0.00052802181465798489 0.00066039369202356237 -0.00077623382663830054 0.00063065569438913575 -0.00040415931098176661 0.001000191960516 0.0004421416284236231 6.7148530857581175e-05 -4.1468869612078192e-06
leaf_weight=0.0011942604654293721 0.0010972637699042135 0.0010605111574628562 0.0011803556485807639 0.0014371471204586506 0.0010166998905645503 0.0016678500659972487 0.0019156733500074923 0.0011414098423611436 0.0016230803099442363 0.0010283400535394448 0.0017922291437440234
leaf_count=333 410 121 630 203 734 301 221 230 323 129 275
internal_value=0 3.28479e-05 8.29592e-05 0.000139228 7.34084e-05 0.000138365 4.19664e-05 0.000171421 -1.78243e-05 0.000557982 -0.000283606
internal_weight=0 0.0150576 0.013997 0.0128167 0.0113795 0.0101853 0.00851743 0.00660176 0.00443201 0.00216975 0.00280893
internal_count=3910 3500 3379 2749 2546 2213 1912 1691 1332 359 1009
is_linear=0
shrinkage=0.00196078


Tree=3947
num_leaves=9
num_cat=0
split_feature=52 376 457 43 13 0 4 0
split_gain=2.74217e-05 4.74582e-05 5.72563e-05 6.08207e-05 6.40394e-05 6.48066e-05 0.00010344 4.89649e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 -0.068454999999999988 -0.09547499999999999 -0.099864999999999995 0.080255000000000007 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 -2
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.014727655756487363 -0.0056916482874906421 0.020448950755952076 0.016620183240562542 0.0046520941468023913 0.012573850291780901 -0.033677598780436156 -0.029174595784732488 0.019452448376669883
leaf_weight=0.0011779059333505383 0.0014885238682293693 0.001163249525784984 0.0015961717818656169 0.0019935766791682507 0.0012566974875802667 0.0015002145834963599 0.0011245601878442169 0.0016145341416067883
leaf_count=425 869 200 241 342 130 1231 121 351
internal_value=0 0.00127744 -0.000831567 -0.00393423 -0.0099159 -0.0173982 -0.00714205 0.00739093
internal_weight=0 0.0117375 0.0105743 0.00897811 0.00587505 0.00388147 0.00238126 0.00310306
internal_count=3910 3485 3285 3044 1824 1482 251 1220
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=10
num_cat=0
split_feature=11 3 1 13 3 2 15 3 0
split_gain=2.65098e-05 4.22929e-05 4.0757e-05 7.46337e-05 7.63254e-05 7.04679e-05 6.45594e-05 5.2194e-05 4.23974e-05
threshold=0.079700000000000007 -0.12008499999999998 0.088010000000000019 -0.084084999999999979 0.11265500000000002 0.082715000000000025 -1.0000000180025095e-35 -0.069909999999999986 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 8 -3 -8 -5
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.018535066008317377 -0.015462834077227761 -0.027096647911394552 0.025798341427963847 -0.018242300148286546 -0.018269032942116254 0.024567153993580219 -0.017973926169134204 0.010576154508416612 0.010180453867280984
leaf_weight=0.0012551408404106101 0.0010413653605484121 0.0013029060018167147 0.001266572203444177 0.00107258894621353 0.0017546219818598274 0.0014098816904268797 0.0010203423743607278 0.0017193196102832306 0.0010276380604123518
leaf_count=192 254 1021 346 421 129 255 913 191 188
internal_value=0 0.00117984 -0.000880267 0.00400415 -0.00123903 0.00727388 -0.00877169 -5.68569e-05 -0.00433509
internal_weight=0 0.011829 0.0105739 0.0065313 0.00526473 0.00351011 0.00404257 0.00273966 0.00210023
internal_count=3910 3656 3464 1339 993 864 2125 1104 609
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=10
num_cat=0
split_feature=4 42 124 133 15 1 49 4 47
split_gain=2.65298e-05 4.02369e-05 4.79442e-05 0.000128048 0.00011709 0.000126602 9.14563e-05 8.45712e-05 5.58327e-05
threshold=0.27608500000000008 0.091955000000000023 -0.0076699999999999989 0.083815000000000014 -1.0000000180025095e-35 0.088785000000000017 -0.0019649999999999997 -0.083534999999999984 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 -6 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=-0.019016993157320406 0.010851548239731685 -0.017679233943288339 -0.008368377556699419 0.030091277051805601 -0.021698789451342845 -0.045834447540372858 0.04023337599655416 0.017047676057244728 0.0074198470214550203
leaf_weight=0.0011303790783261112 0.0018717910532052998 0.0014288264169974854 0.0016079179396217844 0.0014374428110095943 0.0011855434415823083 0.0010130336651163838 0.0010109821753430141 0.0010733277523684733 0.001064563093684588
leaf_count=195 441 711 250 742 394 295 310 414 158
internal_value=0 -0.00203095 0.000316867 0.00292083 -0.00269439 -0.016461 0.00953409 -0.00328798 0.0234031
internal_weight=0 0.010952 0.00952319 0.00839281 0.00695537 0.0032719 0.00368346 0.00225887 0.00207555
internal_count=3910 3469 2758 2563 1821 1103 718 808 468
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=10
num_cat=0
split_feature=158 50 47 43 52 43 4 4 49
split_gain=2.70053e-05 4.81988e-05 5.94445e-05 7.28331e-05 5.63923e-05 7.00366e-05 6.66831e-05 6.85556e-05 0.000101565
threshold=0.081110000000000015 0.088425000000000017 0.117025 -0.17307499999999998 0.086950000000000013 0.00093000000000000016 -0.034289999999999994 -1.0000000180025095e-35 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=0.027520937129531339 -0.015683899322370742 -0.018285575645242056 -0.019117849966827916 -0.018895043126490488 -0.013693723026406099 0.028339560837172484 0.029774102848861041 0.023490032470435105 -0.014471819190726426
leaf_weight=0.0013318790765125483 0.0010272648749661906 0.0011428060765605831 0.0010612753546357023 0.0012173903380095106 0.0017359246837073536 0.001206080173495677 0.0010507264100959946 0.0011423727675048884 0.0018398472521110652
leaf_count=177 463 663 112 585 694 256 407 138 415
internal_value=0 0.001225 0.00333135 0.00583284 0.00230688 0.00660893 0.00161708 0.0078089 6.98931e-05
internal_weight=0 0.0117283 0.0105855 0.00952422 0.00819234 0.00645642 0.00525034 0.00403295 0.00298222
internal_count=3910 3447 2784 2672 2495 1801 1545 960 553
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=11
num_cat=0
split_feature=15 15 13 49 16 42 4 12 0 2
split_gain=2.70809e-05 5.66127e-05 4.57363e-05 6.72566e-05 6.59506e-05 5.48752e-05 0.000100626 3.60623e-05 2.75747e-05 5.44495e-06
threshold=-0.24219999999999997 -0.11739999999999999 0.043015000000000005 -0.085974999999999982 0.081265000000000018 0.078965000000000021 -1.0000000180025095e-35 0.096990000000000007 -0.017269999999999997 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 -6 -4 -5
right_child=1 2 8 4 7 -7 -8 -9 -10 -11
leaf_value=0.014401381510126482 -0.023613180196043655 -0.025806441753401604 0.0029001355999741028 0.033643147584011178 -0.027687410557093974 -0.0095306240010935416 -0.0044621550303226209 -0.0011232913436822842 0.025758282722515936 0.023230494118552492
leaf_weight=0.0011661284720306505 0.0010599161909054236 0.001093538597167377 0.001109574404875832 0.0010041402460704766 0.0010241799461116294 0.0014817788245586735 0.0017309860703359284 0.0010200224753183892 0.0010064509843851748 0.0010046335973769786
leaf_count=317 297 190 322 355 337 1254 259 124 155 300
internal_value=0 -0.00158942 0.000639 -0.00268548 0.000794371 0.00675555 0.0132085 -0.0144324 0.0137722 0.0284355
internal_weight=0 0.0115352 0.0104753 0.00835928 0.00726574 0.00522154 0.00373976 0.0020442 0.00211603 0.00200877
internal_count=3910 3593 3296 2819 2629 2168 914 461 477 655
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=13
num_cat=0
split_feature=453 4 1 133 133 12 13 15 1 1 15 4
split_gain=0.000186861 0.000132347 9.80368e-05 8.78662e-05 0.000148564 9.96605e-05 0.000127738 0.000192912 0.000198898 0.000253537 0.000160954 7.18883e-05
threshold=1.0000000180025095e-35 0.25367000000000006 0.11235500000000002 0.10599500000000002 0.086895000000000014 0.098845000000000016 0.0015650000000000002 0.084050000000000014 0.11215000000000001 0.094385000000000011 -0.0058549999999999991 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 9 10 -1 -8
right_child=-2 2 -4 -5 -6 -7 11 -9 -10 -11 -12 -13
leaf_value=-0.00060200550500882064 -0.00084177232771235244 6.4754748256954319e-05 0.00079131037149468618 -0.00060646449815661657 0.00064851576341628918 -0.00061813514911602022 0.00076635821753443878 -0.00092402192184188345 -0.00074901633221312043 0.00085187056884081019 0.00027393471711804711 4.7255461665744439e-05
leaf_weight=0.0015073660204854196 0.0010045628188130032 0.0014968967688556631 0.0013652438274794675 0.0010245270479069162 0.0011903068867469653 0.0011848628165566756 0.0010643754622019358 0.0010342738897020616 0.0011160421388093054 0.0014549659138949622 0.0017346220005154866 0.0010736079979903109
leaf_count=518 99 186 322 516 420 316 160 682 142 157 239 153
internal_value=0 3.13125e-05 0.000411322 -5.65071e-05 -6.9098e-06 -8.36206e-05 -1.31355e-05 -0.000143773 -4.94764e-06 0.00017185 -0.000133335 0.000405254
internal_weight=0 0.0152471 0.00286214 0.012385 0.0113604 0.0101701 0.00898525 0.00684727 0.005813 0.00469695 0.00324199 0.00213798
internal_count=3910 3811 508 3303 2787 2367 2051 1738 1056 914 757 313
is_linear=0
shrinkage=0.00196078


Tree=3953
num_leaves=10
num_cat=0
split_feature=1 52 2 151 0 4 13 16 52
split_gain=2.67729e-05 7.00145e-05 6.56354e-05 0.000118925 9.15135e-05 0.000100616 9.88834e-05 8.64922e-05 6.99711e-05
threshold=0.12811000000000003 0.11588000000000002 0.089910000000000004 -0.044604999999999992 -0.17106499999999999 -0.0017649999999999999 -0.074599999999999986 -0.089864999999999987 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -6 -1 -9
right_child=-2 -3 3 4 5 -7 -8 8 -10
leaf_value=-0.030200704137579828 0.011765013388349798 -0.024143505740370951 -0.020993791499662441 0.03845222802520068 0.040159727079902313 -0.018153864334254984 -0.0027063122191790271 -0.019244823883196951 0.012850779926964873
leaf_weight=0.0012789473769379773 0.0016474118741392338 0.0012545525117949657 0.0011292390092064982 0.0012377233409011754 0.0010931736812765085 0.0010967473788708881 0.0010599079956644139 0.0010773297442614198 0.0018382413553212093
leaf_count=389 338 565 236 80 145 372 400 413 972
internal_value=0 -0.00189913 0.000945218 0.00801332 0.0153126 0.0064997 0.0190579 -0.00851952 0.000991166
internal_weight=0 0.0110659 0.00981131 0.00561679 0.00448755 0.00324983 0.00215308 0.00419452 0.00291557
internal_count=3910 3572 3007 1233 997 917 545 1774 1385
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=10
num_cat=0
split_feature=4 15 12 52 51 12 2 43 48
split_gain=2.81471e-05 7.40413e-05 3.35716e-05 6.01838e-05 5.52677e-05 6.36632e-05 7.47695e-05 7.97604e-05 7.89337e-05
threshold=0.24280000000000004 -0.14487999999999998 0.10129000000000001 -0.16806499999999999 -0.082979999999999984 0.088325000000000015 0.10910500000000002 -1.0000000180025095e-35 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.021510206598555192 0.024215830084943473 -0.0088597998541942984 -0.018209087764497801 -0.018122961875482367 -0.026107600924290455 0.023558362710008818 0.023177603628500375 0.020191579252547345 -0.016321914838942166
leaf_weight=0.0011711390891902792 0.0014610757888083494 0.0012608386082870069 0.0012078157810436448 0.0010765968400253427 0.0013069627010964687 0.0016131553354120044 0.0011284928045615138 0.0013824279742016845 0.0010355262916126812
leaf_count=415 348 201 428 351 828 883 147 222 87
internal_value=0 0.00889462 -0.00258481 -0.000419258 0.00285529 0.00634789 0.000627544 -0.00620417 0.00455411
internal_weight=0 0.00272191 0.00992212 0.0087143 0.00754316 0.00646657 0.00485341 0.00372492 0.00241795
internal_count=3910 549 3361 2933 2518 2167 1284 1137 309
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=12
num_cat=0
split_feature=484 15 42 1 4 151 2 0 2 47 4
split_gain=0.000117051 6.3279e-05 0.000208308 0.000101553 0.000115203 0.00015916 0.000173398 8.6667e-05 8.38827e-05 7.8165e-05 5.93919e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 -0.083564999999999987 0.096540000000000015 0.11069000000000002 -0.034289999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 8 10 -6 9 -3 -2 -7 -5
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00065166276410428203 -0.0006453024267985873 -0.00097321604582278789 0.00043591783670729857 0.00030167001839482221 -0.00050964243571619092 -0.00050396944236975351 0.0007119079786812411 -0.00020242343689125619 4.558745307183465e-05 0.00026293335474668686 0.00094406339459696608
leaf_weight=0.0010314470125439524 0.0010405459883563379 0.0010249111516212085 0.0012895646937183137 0.0011657812437363153 0.001339031820023697 0.0010163477723985105 0.0018351840167787985 0.0012386231478559656 0.0019266040735288284 0.0010275750140359974 0.0010532482627684959
leaf_count=612 447 278 620 276 145 207 267 455 331 56 216
internal_value=0 3.28402e-05 -0.000193083 0.000109993 0.000232353 7.3212e-05 0.000274408 -0.000551432 -0.0001967 -0.000118412 0.000606578
internal_weight=0 0.0139574 0.0035531 0.0104043 0.00743717 0.00521814 0.00387911 0.00226353 0.00296715 0.00204392 0.00221903
internal_count=3910 3298 1353 1945 1167 675 530 733 778 263 492
is_linear=0
shrinkage=0.00196078


Tree=3956
num_leaves=12
num_cat=0
split_feature=484 42 133 151 4 0 2 0 4 4 13
split_gain=0.000108903 5.54769e-05 8.75861e-05 9.42192e-05 0.00011992 0.00011637 0.000112848 8.0345e-05 0.000112148 0.000126413 8.42376e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.091614999999999988 -0.0088999999999999982 0.25367000000000006 -0.15007499999999999 0.09142500000000002 -0.10071499999999999 -0.083329999999999987 -0.23071499999999998 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4 -7 9 10 -9
right_child=1 2 3 4 -6 7 -8 8 -10 -11 -12
leaf_value=-0.00061763970216451676 -0.00040370398015919837 -0.0004711301376081117 0.00021941684912746691 -0.00041075083002389828 0.00069160147098698056 0.00071287789412663699 -0.00056607406986861997 0.00047971253190311517 -0.00024590367093133974 0.00089196823326731381 -0.00030659654310232989
leaf_weight=0.0010533589902535266 0.0010238575373866547 0.0010565956231013409 0.0013297764656112288 0.0013591628029477817 0.0016549967158268003 0.0010649563932217674 0.0014923389449696123 0.0010003803572118386 0.0019740199311909078 0.0010860722501070123 0.0010995703038656208
leaf_count=612 215 456 255 110 319 122 225 31 1086 286 193
internal_value=0 3.58846e-05 7.01947e-05 0.000117616 0.000213396 0.000109043 -0.000195952 0.000222535 0.000121335 0.000348871 6.79876e-05
internal_weight=0 0.0141417 0.0131179 0.0120613 0.00923916 0.00758416 0.00282212 0.006225 0.00516004 0.00318602 0.00209995
internal_count=3910 3298 3083 2627 2147 1828 480 1718 1596 510 224
is_linear=0
shrinkage=0.00196078


Tree=3957
num_leaves=10
num_cat=0
split_feature=49 151 4 2 3 52 52 2 457
split_gain=2.80771e-05 7.25567e-05 8.58911e-05 9.49468e-05 6.6235e-05 0.000108883 6.05381e-05 0.000152729 5.67291e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.40359500000000004 0.11339500000000001 -0.078884999999999997 0.048490000000000012 0.031990000000000011 0.087995000000000004 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 7 -6 -1
right_child=1 2 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.0024767066501918417 -0.025762019205023936 -0.032955171263104557 0.027004988578606226 -0.031413423305600839 -0.00035044491028151601 0.009570890693718203 -0.0088574458366897594 0.047915851776892261 0.02674499679235115
leaf_weight=0.0017380818561610919 0.0011923125073047 0.0012195100720001559 0.0010749386382789489 0.0010306690136407054 0.0018139437575528453 0.0011891625785197596 0.0013150448811613058 0.0010266336286067854 0.0010753960154439367
leaf_count=357 388 834 300 284 266 715 387 231 148
internal_value=0 -0.00263267 0.000548154 -0.00319636 0.00123404 -0.01196 0.00888156 0.0170938 0.00869271
internal_weight=0 0.00986222 0.0086699 0.00759496 0.00656429 0.00240867 0.00415562 0.00284058 0.00281348
internal_count=3910 3405 3017 2717 2433 1549 884 497 505
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=10
num_cat=0
split_feature=1 0 133 12 15 15 1 2 1
split_gain=2.84074e-05 5.74352e-05 6.63953e-05 4.31818e-05 7.8366e-05 8.47102e-05 0.000122623 0.000164916 7.14126e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.10106500000000002 0.024640000000000006 -0.017214999999999998 0.11167500000000001 0.11635500000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 -2
right_child=3 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.025939103362176526 -0.0045746431141472001 0.013476889850271324 -0.017289047014603997 0.020946736927422972 -0.023915266169397299 0.027160490506381724 -0.04637067932822176 0.0084250162182361588 0.02771474093500529
leaf_weight=0.0011486949164637005 0.0012777195613083122 0.0016645265357946278 0.0012123488157880814 0.0011760074898938778 0.0011306146337633936 0.0013233543595378488 0.0010972430290401413 0.0010997576085336126 0.0014763908490282227
leaf_count=1044 210 435 529 225 466 309 205 248 239
internal_value=0 -0.00703598 0.000511765 0.00314596 0.000319004 0.00468585 -0.00132127 -0.0189415 0.0127347
internal_weight=0 0.00402557 0.00287688 0.00858109 0.00740508 0.00627447 0.00495111 0.002197 0.00275411
internal_count=3910 2008 964 1902 1677 1211 902 453 449
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=10
num_cat=0
split_feature=1 48 16 150 4 13 2 2 51
split_gain=3.0385e-05 4.42154e-05 7.6956e-05 4.14743e-05 0.000129219 5.03405e-05 7.26434e-05 4.8383e-05 1.87742e-05
threshold=0.10786000000000001 0.11930500000000001 -0.23935499999999996 0.083205000000000015 -1.0000000180025095e-35 0.0024700000000000004 0.084235000000000018 0.097360000000000016 -0.092149999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -8 -4
right_child=1 -3 8 -5 -6 -7 7 -9 -10
leaf_value=0.028108370218169306 0.033445201871974667 -0.011103100260129244 0.010629850200359878 0.010136287645466834 -0.029199006070610208 -0.016236039685588833 -0.016392819371238713 0.012204728981182631 -0.0087029302499853963
leaf_weight=0.0011639233505140825 0.001143700365734988 0.0010326875293559072 0.0010033241503683826 0.0017435439249722023 0.0019020459715745792 0.0011758014646571211 0.0012093655990537762 0.0011581779214499088 0.0010059254975915729
leaf_count=573 256 119 119 347 636 442 924 236 258
internal_value=0 0.00685581 0.0127379 -0.00358306 -0.00720224 0.0016859 0.007653 -0.00240319 0.000950945
internal_weight=0 0.00418564 0.00315295 0.00835286 0.00660931 0.00470727 0.00353147 0.00236754 0.00200925
internal_count=3910 752 633 3158 2811 2175 1733 1160 377
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=10
num_cat=0
split_feature=1 52 42 0 52 151 2 13 0
split_gain=2.52151e-05 8.43962e-05 6.8403e-05 9.57155e-05 9.66365e-05 5.4977e-05 7.03144e-05 0.000107004 3.49239e-05
threshold=0.12263000000000002 0.11588000000000002 0.091955000000000023 0.059810000000000009 -0.092854999999999979 -0.0088999999999999982 0.090420000000000014 -0.0038299999999999996 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -2
right_child=8 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.028203159175111778 0.023125840353823812 -0.028527362358951838 -0.021912111506317833 0.029345986862823886 -0.010388062732431874 -0.023962022856524157 0.027157836220212356 0.017942356772322126 -0.0027923053510866837
leaf_weight=0.0010631998345004834 0.0010237072907498784 0.0010824905302751061 0.0011458610961687333 0.0012752828648429446 0.0017291512058437881 0.0010493160996584161 0.0016109984577021745 0.0014534233915813181 0.0010563846521074573
leaf_count=488 179 549 540 167 368 752 354 298 215
internal_value=0 -0.00209681 0.000970643 0.00417554 -0.000472451 0.00457356 0.0108625 0.000373233 0.00996319
internal_weight=0 0.0104097 0.00932723 0.00818137 0.00690609 0.00584289 0.00411374 0.00250274 0.00208009
internal_count=3910 3516 2967 2427 2260 1772 1404 1050 394
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=10
num_cat=0
split_feature=43 43 0 15 13 2 0 15 16
split_gain=3.00908e-05 7.54219e-05 7.89602e-05 8.10437e-05 5.49365e-05 6.93079e-05 4.84857e-05 4.79966e-05 4.62366e-05
threshold=-0.053009999999999995 -0.080894999999999981 -0.017269999999999997 -1.0000000180025095e-35 0.0015650000000000002 0.089910000000000004 -0.074014999999999984 -0.095799999999999982 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 -2
right_child=4 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.027841974501693869 -0.036124781453383693 0.03052554231702825 0.021861044287919865 0.0085708384043242433 0.017687950590739198 -0.0070004292766802107 -0.016845492050780772 0.016776986830470558 -0.006687158166594708
leaf_weight=0.0012795945207927991 0.0011115941714048819 0.0010082184658714655 0.0010942660267000892 0.0011702416335053476 0.0010319845275483363 0.0015602995977335521 0.0012848772862168348 0.0018621092953068651 0.0010260558164196254
leaf_count=760 673 575 144 319 320 223 287 293 316
internal_value=0 0.00639272 -0.000472528 -0.0104482 -0.00382007 -0.00706275 -0.000281813 0.0059367 -0.0219949
internal_weight=0 0.00455232 0.0035441 0.00244984 0.00787692 0.00684494 0.00470729 0.00342241 0.00213765
internal_count=3910 1798 1223 1079 2112 1792 803 516 989
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=10
num_cat=0
split_feature=43 48 4 4 13 15 2 3 0
split_gain=2.45073e-05 6.75095e-05 4.95773e-05 0.000105484 4.4665e-05 6.44426e-05 4.88574e-05 8.18281e-05 8.59039e-05
threshold=-0.053009999999999995 0.086665000000000006 0.08734500000000002 -0.084009999999999987 0.0015650000000000002 1.0000000180025095e-35 0.089910000000000004 0.11265500000000002 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -8 -9
right_child=4 -3 -4 -5 -6 -7 7 8 -10
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leaf_weight=0.0011615628199150658 0.00148623308143491 0.0010439636061021097 0.0012627355421410188 0.0010599270748659813 0.0010289187286857404 0.0015050668470659723 0.0014001825716143538 0.0012393702386436084 0.0011906935983802235
leaf_count=299 315 304 252 943 320 924 323 96 134
internal_value=0 0.00578552 -0.000898064 -0.00989143 -0.00345241 -0.00638185 -0.00121042 0.00476108 -0.00633377
internal_weight=0 0.00452819 0.00348423 0.00222149 0.00785047 0.00682155 0.00531648 0.00383025 0.00243006
internal_count=3910 1798 1494 1242 2112 1792 868 553 230
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=12
num_cat=0
split_feature=484 133 484 133 160 1 12 3 2 133 2
split_gain=0.000133298 0.000107958 0.000104348 0.000131464 9.85329e-05 9.52343e-05 0.000164959 0.000125659 0.000102015 0.000179879 0.000123862
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 0.065880000000000008 0.086110000000000006 0.12864500000000004 0.099680000000000005 -0.100615 0.10679500000000001 -0.0023199999999999996 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -9 -11
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00068534697570248829 0.00066621662630647854 -0.00057812392277368921 -0.00044050398865026476 0.00067376747463994619 -0.00041983826028294642 0.00059005058827887413 -0.0006769909444884442 -0.0004890463406168027 -0.00042704937092738471 5.484862671489353e-05 0.00094770061405020966
leaf_weight=0.0010530313990221732 0.0014816874077662173 0.001015621171267969 0.0013061253018984099 0.0015604261404312458 0.0014033241802724637 0.0014978619835248176 0.0010375176873768065 0.0010265655462949634 0.0014250824550124247 0.0012193104544071815 0.0011711158719509042
leaf_count=612 224 481 341 424 147 189 236 641 187 246 182
internal_value=0 3.77784e-05 8.54228e-05 0.000143524 6.28997e-05 0.000139367 4.7663e-05 0.000166554 1.36566e-05 0.000197456 0.000492274
internal_weight=0 0.0141446 0.013129 0.0118229 0.0102625 0.00885914 0.00736128 0.00632376 0.00484207 0.00341699 0.00239043
internal_count=3910 3298 2817 2476 2052 1905 1716 1480 1256 1069 428
is_linear=0
shrinkage=0.00196078


Tree=3964
num_leaves=10
num_cat=0
split_feature=1 159 160 52 12 0 0 0 133
split_gain=2.74773e-05 4.15277e-05 4.60357e-05 6.90419e-05 0.000110294 5.52532e-05 5.25298e-05 3.69262e-05 5.59994e-05
threshold=0.076710000000000014 0.073745000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.097345000000000015 -0.10131499999999999 -0.19631499999999999 -0.083674999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 6 -4 -1 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.022348822719521586 -0.015104647904364794 0.021527090859727191 -0.012441520799150153 0.028322257527500533 0.027529455158154355 -0.026510928737029801 0.016600960302696924 0.011131447206025099 -0.017350602864511788
leaf_weight=0.0011180288155179892 0.0015090585981139444 0.0010728198447000955 0.0014987617588778646 0.0010060519058650401 0.0010897311834491049 0.0011813783190754356 0.0010655601510704436 0.0016363523638521415 0.0011939998168493204
leaf_count=1044 336 380 119 132 193 579 163 435 529
internal_value=0 0.00314806 0.000465623 0.00448797 -0.000470958 -0.00861708 -0.000373414 -0.00696191 -0.000883864
internal_weight=0 0.00842336 0.00735054 0.00584148 0.00483543 0.0037457 0.00256432 0.00394838 0.00283035
internal_count=3910 1902 1522 1186 1054 861 282 2008 964
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=13
num_cat=0
split_feature=484 1 52 474 0 49 52 4 13 43 2 13
split_gain=0.00016524 7.22297e-05 0.000107393 7.85973e-05 0.000126708 0.000107834 0.000144941 0.000128338 8.00957e-05 7.84183e-05 6.15948e-05 3.33658e-05
threshold=-0.0043499999999999988 0.13562500000000002 0.11588000000000002 0.085070000000000021 -0.077944999999999987 -0.047894999999999993 -0.0058499999999999993 0.0057500000000000008 -0.0016149999999999999 -0.073139999999999983 1.0000000180025095e-35 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 9 -6 -8 -12
right_child=1 -3 -4 -5 8 6 10 -9 -10 -11 11 -13
leaf_value=-0.00077172825805587307 -0.00029105538516170193 0.00054747653077156144 -0.00051994044670075569 0.00057942924417864964 0.00095070716185873742 -0.00095344182971968225 -0.00045772663224352998 0.00066813631921542411 -3.5802116719092779e-05 0.00018083542722518406 0.00033536483105629322 -0.00014128668359027395
leaf_weight=0.001027533613629966 0.0010043087034459757 0.0010126531353344325 0.0013478169646199368 0.0010392923920930419 0.0010255346574700422 0.0010424982792408242 0.0013386117066980234 0.0011508378630775903 0.0014372305934647199 0.0010092939620740243 0.0010218651906203978 0.0012618453719838675
leaf_count=612 153 230 480 256 173 289 256 85 296 263 244 573
internal_value=0 4.35445e-05 3.29662e-06 6.55337e-05 1.36403e-05 -0.000141593 -0.000309179 0.000221148 0.000318555 0.000568844 -0.000123761 7.1995e-05
internal_weight=0 0.0136918 0.0126791 0.0113313 0.010292 0.00681997 0.00466482 0.00215515 0.00347206 0.00203483 0.00362232 0.00228371
internal_count=3910 3298 3068 2588 2332 1600 1362 238 732 436 1073 817
is_linear=0
shrinkage=0.00196078


Tree=3966
num_leaves=12
num_cat=0
split_feature=484 133 133 1 13 151 151 15 2 0 15
split_gain=0.000118102 9.20079e-05 9.0115e-05 9.04534e-05 0.00014792 0.000100055 9.54632e-05 0.000106392 8.62373e-05 7.24271e-05 7.05526e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085434999999999983 -0.0088999999999999982 1.0000000180025095e-35 1.0000000180025095e-35 -0.06402999999999999 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 8 9 -8 -10
right_child=1 -3 -4 5 -6 6 7 -9 10 -11 -12
leaf_value=-0.00064230306962662174 -0.00077205008981897792 -0.00053372469472927017 0.00051743935652917453 0.00064937959389231342 0.00016692220842641909 -0.00050084880967373152 -0.00032888814141928768 -0.0003659871814884289 0.00017885865483648875 0.0003722783621132345 0.00080792148846224512
leaf_weight=0.001054551003038722 0.0012865266471074174 0.0010024162591854525 0.0016065464911400934 0.001173305481489386 0.0012936232239980615 0.0010968607016524964 0.0013021095782809813 0.0013391927612323475 0.0013828518077165361 0.0010024339301542675 0.0013592091042171368
leaf_count=612 717 481 514 129 255 156 201 318 206 92 229
internal_value=0 3.84097e-05 8.30668e-05 2.096e-05 -0.000301273 0.00011701 3.35331e-05 0.000125322 0.000255698 -2.38936e-05 0.000490678
internal_weight=0 0.0138451 0.0128427 0.0112361 0.00258015 0.00865596 0.00748266 0.0063858 0.0050466 0.00230454 0.00274206
internal_count=3910 3298 2817 2303 972 1331 1202 1046 728 293 435
is_linear=0
shrinkage=0.00196078


Tree=3967
num_leaves=10
num_cat=0
split_feature=4 0 1 42 157 16 51 0 1
split_gain=2.51565e-05 6.41388e-05 5.52459e-05 6.04627e-05 4.50974e-05 9.05628e-05 9.52536e-05 6.20679e-05 6.99117e-05
threshold=-0.49269499999999994 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -0.062769999999999979 -0.055679999999999993 -0.10386999999999998 -0.19631499999999999 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 -9
right_child=1 -3 4 -5 5 6 -8 8 -10
leaf_value=-0.0151140426593083 -0.030452817589262576 0.025298322971488318 0.022397206845987526 0.0023602015784376443 -0.0072212464126281935 0.0053346348854984406 -0.034826617452540544 0.0057718469562780981 0.038069647799097925
leaf_weight=0.0010224340993260561 0.0011876597610144006 0.0010114465351751959 0.0010223540893637903 0.0010652268164591146 0.0017194774430635555 0.0011110293768473401 0.001260667730354742 0.0019994735288152952 0.001008104248571264
leaf_count=192 882 148 216 1017 143 124 400 510 278
internal_value=0 0.00126096 -0.00108265 -0.0149379 0.00276096 -6.70256e-05 -0.0160129 0.00793349 0.0165977
internal_weight=0 0.0113854 0.010374 0.00225289 0.00812111 0.00709875 0.0023717 0.00472706 0.00300758
internal_count=3910 3718 3570 1899 1671 1455 524 931 788
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=10
num_cat=0
split_feature=52 52 12 16 42 52 1 0 16
split_gain=2.28955e-05 5.44056e-05 5.47182e-05 0.000102457 5.65645e-05 9.66054e-05 7.27434e-05 9.39667e-05 0.000101964
threshold=-0.27466499999999994 -0.091329999999999981 0.091555000000000011 -0.23935499999999996 0.083725000000000008 0.091210000000000013 0.11097000000000001 -0.10131499999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 8 -3
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.013826971650968745 0.02019285848672079 -0.011919919041862065 0.0074429744501573651 -0.031929548400711279 0.019642555635743603 0.022206577834179519 -0.031557319963416645 -0.025287915691159315 0.03149028936505488
leaf_weight=0.0011033572691052295 0.0013383641661278292 0.0010393077262007911 0.0012384759926416546 0.0014172782053697103 0.0016251384887616196 0.0013139436028119424 0.0010570688690079147 0.00109227137970439 0.0011287119473315085
leaf_count=425 376 134 151 810 953 202 208 542 109
internal_value=0 0.00126801 -0.00128726 -0.0135687 0.00320757 -0.00153541 -0.00876103 -0.0013699 0.0106803
internal_weight=0 0.0112506 0.0099122 0.00265575 0.00725644 0.0056313 0.00431736 0.00326029 0.00216802
internal_count=3910 3485 3109 961 2148 1195 993 785 243
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=12
num_cat=0
split_feature=484 42 43 133 16 48 2 3 48 3 3
split_gain=0.000140132 6.72132e-05 0.000113049 9.93918e-05 9.3553e-05 0.000125669 0.000110951 0.000132966 9.82896e-05 8.99681e-05 9.3757e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.0056849999999999991 0.15737500000000001 0.086285000000000014 0.11085000000000002 0.084925000000000014 0.10885500000000002 -0.078669999999999976 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 6 7 -5 -7 10 -3
right_child=1 2 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.00070033913781227496 -0.0004460480660250518 0.00051677221372759354 -0.00051427122073697119 0.00023977721289820961 -0.00041215423608249977 -0.00065107578502754772 -0.00015306739778264184 0.0011506406264418449 0.00016255827926472656 0.0007089664755065005 -0.0002307717451484973
leaf_weight=0.0010601748495469203 0.001018762057072113 0.0012060743256351661 0.0014705910014012604 0.0015703107367525193 0.0013992374876657995 0.0010474020532254893 0.0010722775583502028 0.001014053182816067 0.0012545752116415315 0.0015935665760923607 0.0013866876894257406
leaf_count=612 215 141 811 487 237 107 174 80 94 391 561
internal_value=0 3.89673e-05 7.69331e-05 -4.89074e-05 4.41034e-05 0.000151244 0.000377178 0.000597182 -0.000207646 0.000342315 0.000116963
internal_weight=0 0.0140335 0.0130148 0.00882845 0.00735786 0.00595862 0.00365664 0.00258436 0.00230198 0.00418633 0.00259276
internal_count=3910 3298 3083 1990 1179 942 741 567 201 1093 702
is_linear=0
shrinkage=0.00196078


Tree=3970
num_leaves=12
num_cat=0
split_feature=484 15 15 151 49 15 0 4 4 1 12
split_gain=0.000130359 5.12137e-05 6.34927e-05 6.87515e-05 0.000108192 6.38466e-05 0.000104397 8.23944e-05 7.92283e-05 4.65413e-05 2.27224e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 -0.081989999999999993 -0.069934999999999983 1.0000000180025095e-35 -0.10131499999999999 -0.0021099999999999995 -0.23071499999999998 0.077350000000000016 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 10 -7 -8
right_child=1 2 3 4 5 9 7 -9 -10 -11 -12
leaf_value=-0.00068731781003107933 0.00046051867660066811 -0.00043133445104598622 0.00045128280403314568 -0.00046142695095971573 0.00059925500604363416 7.7981031744009315e-05 0.00016518805666187076 -0.00044446764195550941 0.00061586145676427917 -0.00050170417453423532 -0.00025148774868975315
leaf_weight=0.0010125452366384563 0.0010388565999737013 0.0011507901070552584 0.0014458944042683294 0.0016679769315381147 0.0017196523041378923 0.0010977361896464038 0.0010086077110674774 0.0010685696984331161 0.0010788755330368343 0.0010341328546888632 0.001004092110844468
leaf_count=612 291 245 318 220 156 828 116 317 302 413 92
internal_value=0 4.24903e-05 7.11554e-06 5.24674e-05 -7.10554e-06 8.74812e-05 0.00019288 2.48997e-05 0.000187131 -0.000203214 -4.26824e-05
internal_weight=0 0.0133152 0.0122763 0.0111255 0.00967964 0.00801167 0.0058798 0.00416015 0.00309158 0.00213187 0.0020127
internal_count=3910 3298 3007 2762 2444 2224 983 827 510 1241 208
is_linear=0
shrinkage=0.00196078


Tree=3971
num_leaves=9
num_cat=0
split_feature=159 1 484 12 0 49 4 43
split_gain=2.25113e-05 4.45414e-05 5.42047e-05 5.78519e-05 6.92188e-05 0.000127653 7.57708e-05 4.40906e-05
threshold=-0.034019999999999988 0.12958500000000003 0.085515000000000022 0.10129000000000001 -0.084304999999999977 -0.045004999999999996 0.05309500000000001 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -6
right_child=1 -3 -4 -5 7 6 -8 -9
leaf_value=-0.014044317065039325 0.013537110223411919 0.019503497153013596 0.019073069598775434 -0.023524804178697175 0.024841725187300975 -0.039510697659849665 -0.006565544689033408 0.00096185929449591314
leaf_weight=0.0010575107391100963 0.0016736056039989605 0.0011911677209750339 0.0011938007676757971 0.0012544288623689984 0.0013274156098628553 0.0012642176961260615 0.0015589620150770686 0.001851816657654395
leaf_count=520 249 298 309 347 305 710 256 916
internal_value=0 0.00121232 -0.000939728 -0.00361499 -0.000361293 -0.00834591 -0.0213184 0.0109324
internal_weight=0 0.0113154 0.0101242 0.00893045 0.00767602 0.00449679 0.00282318 0.00317923
internal_count=3910 3390 3092 2783 2436 1215 966 1221
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 15 43 0 3
split_gain=0.000168148 5.64335e-05 0.000118337 0.000119297 0.000103929 0.000152842 0.000105 7.68554e-05 0.000201639 0.000160362 4.44619e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.078965000000000021 -1.0000000180025095e-35 0.052855000000000006 -0.18901999999999997 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 9 -9 -6 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00076861583298486994 -0.00050186678971466173 0.00048757656949312105 -4.3873964561711222e-05 0.00011845151373673541 -1.0272831316711668e-05 0.001066669309977997 -0.00048446207740128309 -0.00070021385465848297 0.00050456346453876225 0.00092660845394023663 -0.00061616560281192831
leaf_weight=0.0010393106316120082 0.0015084941540130107 0.0010445394053497587 0.0010152315115797735 0.0016127951400448206 0.0017146778538120744 0.0010988597200824006 0.0011775869305137819 0.0011019775169481254 0.0010364244978502413 0.001189818765005784 0.0010741546550019293
leaf_count=612 572 298 374 238 112 233 608 192 34 167 470
internal_value=0 4.9703e-05 1.32005e-05 8.36967e-05 0.00018236 0.000502703 4.27149e-05 0.000165818 -0.000116292 0.000373518 -0.000338089
internal_weight=0 0.0135746 0.01253 0.0110215 0.00893214 0.00271165 0.00622049 0.0050429 0.0021384 0.0029045 0.00208939
internal_count=3910 3298 3000 2428 1584 471 1113 505 226 279 844
is_linear=0
shrinkage=0.00196078


Tree=3973
num_leaves=11
num_cat=0
split_feature=484 42 376 12 2 4 1 1 3 4
split_gain=0.000113732 7.92331e-05 9.57425e-05 8.73242e-05 8.91235e-05 0.000145247 9.70503e-05 8.41127e-05 8.76261e-05 7.99734e-05
threshold=-0.0043499999999999988 -0.10770999999999999 1.0000000180025095e-35 -0.0089849999999999982 0.10869000000000002 0.074650000000000008 0.11235500000000002 0.09112000000000002 0.084925000000000014 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 8 9 -5
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00063620488447507328 -0.00048429658484998712 -0.00051005962163753896 0.0006617557545483745 -0.00040493580088096391 -0.00050260282470141252 0.00071342113254091021 0.00020445335785423472 -0.00038266155363390946 0.00057179344088513061 0.00024579223879955277
leaf_weight=0.0010300087075087632 0.001026423985177524 0.0010407066156551499 0.0010083226913445613 0.0011929847356659173 0.0017308115372683596 0.0016525874641285668 0.001312212621106707 0.0013096840742798238 0.0014863907502006488 0.0018554361665848607
leaf_count=612 215 302 187 330 285 204 187 389 96 1103
internal_value=0 3.95449e-05 8.2255e-05 3.17988e-05 8.53007e-05 0.000200172 -0.000197706 5.50454e-05 0.000181458 -8.86702e-06
internal_weight=0 0.0136156 0.0125891 0.0115808 0.0105401 0.00749708 0.00304302 0.0058445 0.00453481 0.00304842
internal_count=3910 3298 3083 2896 2594 2122 472 1918 1529 1433
is_linear=0
shrinkage=0.00196078


Tree=3974
num_leaves=11
num_cat=0
split_feature=484 1 52 42 2 4 42 15 160 2
split_gain=0.000124344 6.07388e-05 9.13624e-05 7.85376e-05 7.98426e-05 9.34617e-05 0.000193936 0.000107016 0.000105077 5.42442e-05
threshold=-0.0043499999999999988 0.13535500000000003 0.11401500000000002 -1.0000000180025095e-35 0.11934000000000002 0.074650000000000008 0.086325000000000013 -0.068324999999999983 0.087825000000000014 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -7 9 -5
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11
leaf_value=-0.0006589484759856396 -0.00031025071985076789 0.00050532945898390655 -0.0004634241714923843 0.00019828109410777536 -0.00038297330702582511 0.00015071636227757961 -0.00055943988916318948 0.0010103904548634337 -0.00024716562800384308 0.00067338419483708501
leaf_weight=0.0010417391158737974 0.0018021262143322276 0.0010147016395315291 0.0014124053358995992 0.001946115142508799 0.0010189318529556625 0.0012255765501448142 0.0014306436536800759 0.001020117866098502 0.001183982079781069 0.0017590351911970295
leaf_count=612 858 237 490 265 154 116 655 91 110 322
internal_value=0 4.35583e-05 6.94901e-06 6.52949e-05 0.000135908 0.000197633 7.55384e-05 0.000541228 0.000261344 0.000423838
internal_weight=0 0.0138136 0.0127989 0.0113865 0.0095844 0.00856547 0.00631978 0.00224569 0.00488913 0.00370515
internal_count=3910 3298 3061 2571 1713 1559 1352 207 697 587
is_linear=0
shrinkage=0.00196078


Tree=3975
num_leaves=12
num_cat=0
split_feature=484 42 43 3 3 16 16 15 4 16 3
split_gain=0.000115047 5.71182e-05 8.01634e-05 9.25845e-05 0.00010483 8.3719e-05 9.30686e-05 0.000115519 0.00023821 5.86558e-05 3.99709e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.078669999999999976 -0.10628499999999998 0.15737500000000001 -0.19424999999999998 0.079360000000000014 -1.0000000180025095e-35 -0.50388999999999984 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 8 -8 -4 -10
right_child=1 2 5 -5 -6 -7 7 -9 10 -11 -12
leaf_value=-0.00064371971298875588 -0.00041306526800120099 0.00049183638183398993 3.9168580165582881e-05 0.00067821295958301806 -0.00031360029883177154 -0.00044359034695485 0.00096276842426329574 -0.00036736600377669618 -0.00033471233559035789 -0.00058080887910298554 0.00021543956681946411
leaf_weight=0.001026165500393879 0.0010028741934222903 0.0011781828914687867 0.0012176592631268786 0.0015434347505136254 0.0013143442604566179 0.0015701067544192258 0.0015539987804489169 0.0010046469510036002 0.0010064081826035112 0.001132258101394249 0.0010247045481029697
leaf_count=612 215 141 179 391 561 298 219 836 238 157 63
internal_value=0 3.72271e-05 7.32223e-05 0.000300814 6.71184e-05 -3.47181e-05 5.77896e-05 0.000220267 0.000384938 -0.000259554 -5.71585e-05
internal_weight=0 0.0135486 0.0125457 0.00403596 0.00249253 0.00850978 0.00693968 0.00458976 0.00358511 0.00234992 0.00203111
internal_count=3910 3298 3083 1093 702 1990 1692 1356 520 336 301
is_linear=0
shrinkage=0.00196078


Tree=3976
num_leaves=13
num_cat=0
split_feature=484 1 52 4 0 3 1 2 12 51 16 42
split_gain=0.000134168 9.02531e-05 0.000134104 7.2672e-05 0.000231235 0.000137784 9.16028e-05 0.000125737 0.000193551 0.000113399 7.86152e-05 6.4923e-05
threshold=-0.0043499999999999988 0.13767000000000004 0.11588000000000002 -0.49837999999999999 0.047345000000000005 0.12046500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.097345000000000015 0.084305000000000019 -0.19424999999999998 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 11 8 -8 10 -9 -5
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 -12 -13
leaf_value=-0.00067416059587277 -0.00043481713512092622 0.00059275665143806219 -0.00056008978857558444 -0.00057199484073723649 0.00098232694301321629 -0.00056663902309259269 -0.00057285204583372212 0.0003069579825865468 0.00048626129617115546 -5.8245501358046315e-05 0.0010183737583893799 8.2851057457065808e-05
leaf_weight=0.0011160618485387226 0.0010477455080315319 0.0010233035579349436 0.0015188058185126837 0.0010988547692977937 0.0010461968763017743 0.0013600167727353821 0.0014529711699448394 0.001055898647808709 0.0012207615631253388 0.0010639119101058195 0.0013747160563971619 0.0012377008291108941
leaf_count=612 136 194 483 706 111 115 476 113 121 86 191 566
internal_value=0 3.13632e-05 -1.12614e-05 5.84417e-05 0.000105808 1.28499e-05 0.000105517 0.000230761 -8.92866e-05 0.000475636 0.000709323 -0.000225115
internal_weight=0 0.0145009 0.0134776 0.0119588 0.010911 0.00986483 0.00850481 0.00616826 0.00267373 0.00349453 0.00243061 0.00233656
internal_count=3910 3298 3104 2621 2485 2374 2259 987 597 390 304 1272
is_linear=0
shrinkage=0.00196078


Tree=3977
num_leaves=11
num_cat=0
split_feature=484 42 160 484 133 43 133 2 2 0
split_gain=0.000135027 6.49228e-05 7.08091e-05 9.33029e-05 0.000117405 0.000122658 0.000141682 0.000134528 0.000125371 0.000111557
threshold=-0.0043499999999999988 -0.10770999999999999 0.090735000000000024 0.087420000000000012 0.099765000000000006 -0.074254999999999988 -0.0056849999999999991 0.10796500000000002 0.081615000000000007 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 -7 8 -8 -3
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00068506219020187254 -0.00042545854060407266 0.0002707220134966697 -0.00033982854849419605 -0.00038247081701975387 -0.00043242173596671303 -0.00046625258853778286 1.4236470685788626e-05 -0.0001440729169151763 0.00084912773389872053 0.001035030384748609
leaf_weight=0.0010435706856204126 0.0010358922021756383 0.0017538208220369308 0.001348061646513442 0.0011962232822901398 0.0010259524992072477 0.0013021994308334631 0.0011260507695828896 0.0018945163322660287 0.0017919192100930605 0.0012629043539899511
leaf_count=612 215 488 204 339 433 726 172 271 254 196
internal_value=0 4.65466e-05 8.50413e-05 0.000135488 0.000196488 0.000267148 0.000107528 0.000262785 0.000526941 0.000590688
internal_weight=0 0.0137375 0.0127016 0.0113536 0.0101574 0.00913141 0.00611469 0.00481249 0.00291797 0.00301673
internal_count=3910 3298 3083 2879 2540 2107 1423 697 426 684
is_linear=0
shrinkage=0.00196078


Tree=3978
num_leaves=9
num_cat=0
split_feature=11 13 1 39 16 15 16 52
split_gain=2.96889e-05 3.26389e-05 0.000101317 8.25055e-05 4.94824e-05 5.34124e-05 4.68678e-05 6.22376e-05
threshold=0.079700000000000007 -0.094679999999999986 0.083370000000000014 0.005105000000000001 -0.19424999999999998 0.084050000000000014 0.064860000000000015 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6
right_child=-2 3 -4 -5 5 -7 -8 -9
leaf_value=-0.0045955738871902704 -0.01658611087437991 -0.020769599383831938 0.036096090468865763 0.020551848409513369 -0.0023141798665037637 -0.021440839438639798 -0.011535896580436428 0.02534820217628847
leaf_weight=0.0015725226086862379 0.0010077869882442842 0.0016898046500071926 0.0010016433046277549 0.0014236656789397388 0.0018545302961149783 0.0010801950317762231 0.0014921606317560999 0.0014487023413063914
leaf_count=190 254 235 234 387 464 1135 455 556
internal_value=0 0.00130999 0.0112381 -0.00153309 -0.00568906 -0.00135194 0.00317323 0.00981774
internal_weight=0 0.0115632 0.00257417 0.00898906 0.00756539 0.00587559 0.00479539 0.00330323
internal_count=3910 3656 424 3232 2845 2610 1475 1020
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=9
num_cat=0
split_feature=4 42 133 49 51 16 52 16
split_gain=2.43159e-05 3.86539e-05 4.88255e-05 7.53952e-05 6.88907e-05 5.18862e-05 8.29415e-05 4.76391e-05
threshold=0.27608500000000008 0.091955000000000023 0.065880000000000008 -0.0019649999999999997 0.083165000000000017 -0.074719999999999995 -0.087604999999999988 0.0032450000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -4
right_child=-2 -3 7 5 -6 6 -8 -9
leaf_value=-0.033777979429671874 0.010585057922834859 -0.017459366670129293 0.029440335811342401 -0.0096171021364602378 0.00030981222503125282 -0.011136520695612983 0.023614859484355571 -0.0010293029730261509
leaf_weight=0.0012826351976826366 0.0018172110287705415 0.001393464904526266 0.0010136172751175157 0.0018336291406878986 0.0011024719459239692 0.0010462716691811364 0.0019989516102035202 0.0010392305806237053
leaf_count=259 441 711 641 770 102 328 415 243
internal_value=0 -0.00192542 0.000397907 -0.00345051 -0.0180215 0.00367278 0.0116751 0.0140154
internal_weight=0 0.0107103 0.00931681 0.00726396 0.00238511 0.00487885 0.00304522 0.00205285
internal_count=3910 3469 2758 1874 361 1513 743 884
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=10
num_cat=0
split_feature=14 15 42 13 3 2 1 42 13
split_gain=2.66044e-05 4.92501e-05 3.71871e-05 7.10555e-05 4.82704e-05 8.75141e-05 6.8409e-05 5.82233e-05 2.94668e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.090359999999999982 0.00079000000000000012 0.096385000000000012 0.092450000000000018 0.095155000000000017 0.060615000000000009 -0.26418499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -6
right_child=1 2 3 -5 8 -7 -8 -9 -10
leaf_value=-0.014273163278352553 0.016572825405893447 -0.018303639229537171 -0.029038575881146368 0.019976983707973218 0.020245187753399327 -0.033500965061978541 0.019546091089762539 0.0037702851343821482 -0.0021262245374479836
leaf_weight=0.0011974164833831397 0.0017991231092661557 0.0011532152032862368 0.0010129463055379422 0.0015759694968736949 0.0010626783471763997 0.0011516284907195527 0.0010519146790810853 0.0011606819265606255 0.0013202450594475279
leaf_count=196 505 393 353 426 93 563 273 956 152
internal_value=0 0.00140324 -0.00147284 0.00085554 -0.00360221 -0.00983701 -0.00138817 -0.0115192 0.00785043
internal_weight=0 0.0112884 0.00948928 0.00833606 0.00676009 0.00437717 0.00322554 0.00217363 0.00238292
internal_count=3910 3714 3209 2816 2390 2145 1582 1309 245
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=12
num_cat=0
split_feature=484 133 42 484 133 160 3 3 43 16 0
split_gain=0.000131992 0.000147516 0.000104375 0.000129779 0.000200288 0.000131573 0.000109635 0.000243899 0.00017763 0.000109282 0.000126172
threshold=-0.0043499999999999988 0.10599500000000002 -0.10770999999999999 0.087495000000000017 0.083815000000000014 0.086110000000000006 -0.10628499999999998 -0.078884999999999997 -0.074254999999999988 -0.19424999999999998 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 -9 -10 -11
right_child=1 -3 3 -5 -6 -7 7 8 9 10 -12
leaf_value=-0.00066378211517816336 -0.0005197967534627464 -0.00067164888354559265 0.00060638463871214563 -0.00046681589254706667 0.00090079239712588662 -0.00044773301835250638 -0.00078262163259500638 0.00094219418259332537 -0.0003796615412121299 0.00067022060764019577 -0.00016192401314655419
leaf_weight=0.0011457963023194405 0.0010189826794927094 0.0010742558381257117 0.0019236297577721745 0.0012473628833681383 0.0013749924059604781 0.0014311982838193403 0.0010684401180829266 0.0011089881089734171 0.0014338019204197475 0.0015143436615702457 0.0013035427299079474
leaf_count=612 188 481 265 327 358 135 722 167 162 122 371
internal_value=0 2.75167e-05 8.34621e-05 0.00013301 0.00020006 0.000101582 0.000195704 7.28262e-05 0.000243326 6.10369e-05 0.000285274
internal_weight=0 0.0144995 0.0134253 0.0124063 0.0111589 0.00978394 0.00835275 0.00642912 0.00536068 0.00425169 0.00281789
internal_count=3910 3298 2817 2629 2302 1944 1809 1544 822 655 493
is_linear=0
shrinkage=0.00196078


Tree=3982
num_leaves=13
num_cat=0
split_feature=484 1 52 51 2 0 0 13 15 13 13 43
split_gain=0.000164043 5.93608e-05 0.000138607 6.17094e-05 6.68768e-05 0.000172763 0.000101221 0.000137078 7.88741e-05 8.27956e-05 7.05681e-05 5.56266e-05
threshold=-0.0043499999999999988 0.13767000000000004 0.11401500000000002 0.085845000000000019 0.11635500000000001 -0.17106499999999999 -0.077944999999999987 -0.00059999999999999995 -0.0063699999999999989 -0.009474999999999999 -0.076384999999999995 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 11 9 -7 -10 -8
right_child=1 -3 -4 -5 -6 6 7 -9 10 -11 -12 -13
leaf_value=-0.00075955396174678523 0.00085651296012427384 0.00050162699425554457 -0.00057196403818027177 -0.00034697860705237827 -0.00029681308172081674 -0.00076895423315048164 0.00094886772737120834 -0.00016832459183840803 0.00048578876543095637 -5.0909445818722894e-06 -0.00021970975979237599 0.00031016891910037566
leaf_weight=0.0010556974482757329 0.0012681973273474846 0.0010031546389593577 0.0014177450435482663 0.0011793856812653139 0.0012593689802934535 0.0010863449382930684 0.0010833200074810249 0.0013110956948554535 0.0011181604834506775 0.0010959026795168928 0.0010636012970994392 0.001015900685608812
leaf_count=612 79 194 495 254 246 485 143 267 274 169 484 208
internal_value=0 4.2183e-05 6.45208e-06 7.78768e-05 0.000126515 0.000185473 7.60087e-05 0.000329101 -0.000121774 -0.00038535 0.000141861 0.000639775
internal_weight=0 0.0139022 0.012899 0.0114813 0.0103019 0.00904252 0.00777433 0.00341032 0.00436401 0.00218225 0.00218176 0.00209922
internal_count=3910 3298 3104 2609 2355 2109 2030 618 1412 654 758 351
is_linear=0
shrinkage=0.00196078


Tree=3983
num_leaves=10
num_cat=0
split_feature=11 43 15 4 52 457 3 0 12
split_gain=2.73527e-05 3.54371e-05 8.57226e-05 8.95493e-05 4.71049e-05 4.88232e-05 6.52728e-05 9.50097e-05 9.17855e-05
threshold=0.079700000000000007 -0.053009999999999995 -0.053579999999999996 -0.084009999999999987 -0.087604999999999988 0.041935000000000007 0.090325000000000003 -0.11756999999999999 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 8 -8 -6
right_child=-2 4 3 -5 5 -7 7 -9 -10
leaf_value=0.027398474847237904 -0.015916469311743019 -0.021993401695376925 0.017803182197075659 -0.019315157683233466 0.028940152845315727 0.019660898821315002 -0.028726419961168898 0.0091206150306144766 -0.010296465601559304
leaf_weight=0.0015360444642792343 0.001008476773480497 0.0010999154817391537 0.001196725791448738 0.0014225797652192955 0.0011458350969011941 0.0010917576284084204 0.0017042304391687302 0.0010859425515792913 0.0012429034765706424
leaf_count=805 254 283 278 634 175 133 171 102 1075
internal_value=0 0.00125792 0.0086427 -0.00235628 -0.00290544 0.00044271 -0.00360864 -0.0139963 0.00852464
internal_weight=0 0.0115259 0.00415535 0.00261931 0.00737058 0.00627067 0.00517891 0.00279017 0.00238874
internal_count=3910 3656 1717 912 1939 1656 1523 273 1250
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=11
num_cat=0
split_feature=484 4 0 1 157 160 4 4 13 12
split_gain=0.000124849 6.46644e-05 9.91058e-05 9.33341e-05 0.000107274 8.30594e-05 7.05673e-05 9.71007e-05 7.88255e-05 6.13238e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.077044999999999988 -0.065959999999999991 -0.0017649999999999999 0.074650000000000008 -0.057284999999999996 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -5 -6 -7 -8 -9 -3
right_child=1 2 -4 4 5 6 7 8 -10 -11
leaf_value=-0.00066151997642476695 -0.00041129024529096855 -0.00065937124179710422 0.00061298668625611621 0.00072299560692370458 -0.00048129566875034651 0.00045744905470065602 -0.00035652679600185815 0.00060388817959628155 -4.1841200002869607e-05 -4.7787304448344317e-05
leaf_weight=0.00104125008428915 0.0011065835647627508 0.0010729073047068968 0.0012246447702979604 0.0010133056889504236 0.0010049644134701597 0.0017807437231744574 0.0018226359777865639 0.0012107111046115696 0.001818512089262233 0.0015281353918870685
leaf_count=612 152 529 152 161 217 538 165 188 185 1011
internal_value=0 4.29835e-05 8.32744e-05 2.56212e-05 0.000123543 4.40116e-05 0.000123606 1.07728e-06 0.000216242 -0.00030006
internal_weight=0 0.0135831 0.0124766 0.0112519 0.00865087 0.00763757 0.0066326 0.00485186 0.00302922 0.00260104
internal_count=3910 3298 3146 2994 1454 1293 1076 538 373 1540
is_linear=0
shrinkage=0.00196078


Tree=3985
num_leaves=12
num_cat=0
split_feature=484 15 151 3 2 15 3 3 4 2 13
split_gain=0.00011079 6.8137e-05 5.97178e-05 6.11327e-05 8.47384e-05 0.000122824 7.42801e-05 0.000105981 0.000130145 0.000117892 5.35237e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.088294999999999985 -0.10315499999999998 0.11835000000000002 -0.095799999999999982 -0.078884999999999997 -0.016619999999999996 0.0057500000000000008 0.097940000000000013 0.068400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 5 -5 -7 -8 9 -9 -4
right_child=1 2 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.00062769268296307228 0.000512565922872405 0.00040541960924582682 0.00055012726549158279 -0.00058172654970031453 -0.00065618520844154212 -0.00032853020544478602 0.00059293874720424357 -0.00071473312548416598 0.00044543011970836878 0.00018083174142090631 -4.6186243003221496e-05
leaf_weight=0.0010341547265871566 0.0010714911799251563 0.0012466807716367311 0.0011058914324335789 0.001397274840562986 0.0010025879267439248 0.0015004447672854002 0.0015703145462239668 0.001239702753242488 0.0014472226673701918 0.0010385877303511759 0.0012139606495350837
leaf_count=612 291 232 157 268 225 1105 471 160 85 93 211
internal_value=0 3.76448e-05 -2.22721e-06 -4.63576e-05 -0.000118111 -5.22708e-05 5.65823e-05 0.000165695 -1.43901e-05 -0.000306478 0.000238081
internal_weight=0 0.0138342 0.0127627 0.011516 0.00919614 0.00819355 0.00679627 0.00529583 0.00372551 0.00227829 0.00231985
internal_count=3910 3298 3007 2775 2407 2182 1914 809 338 253 368
is_linear=0
shrinkage=0.00196078


Tree=3986
num_leaves=11
num_cat=0
split_feature=147 159 1 1 42 16 2 2 16 1
split_gain=2.85966e-05 6.65988e-05 4.1932e-05 9.24351e-05 5.97857e-05 6.154e-05 6.2502e-05 4.75815e-05 4.54092e-05 1.64456e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.10752500000000002 0.09112000000000002 0.086325000000000013 0.15100500000000003 0.091025000000000009 0.084235000000000018 0.050115000000000007 0.11714000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 -4
right_child=-2 2 8 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.02430556571547958 0.015607375473504659 0.021734371639159544 0.028571998634225729 -0.024978642872659784 -0.018184750339675662 -0.011037738700471561 0.035794843698648313 -0.0074674033756150747 -0.0052100155645257752 0.010537916916517405
leaf_weight=0.0011585540592495098 0.0010584264780817742 0.0010216995979850606 0.0010135587206338956 0.0015396709152474698 0.0011031677447146939 0.0012536153321082038 0.0010034750366908767 0.0012293876721933014 0.0011649768444979836 0.0010091007362971014
leaf_count=623 234 284 129 437 685 180 275 595 190 278
internal_value=0 -0.00156973 0.000978055 -0.00327393 0.00268153 0.00778759 0.0150389 0.00578639 0.0105168 0.0195748
internal_weight=0 0.0114972 0.0103387 0.00715102 0.00561135 0.00450818 0.00325456 0.00225109 0.00318764 0.00202266
internal_count=3910 3676 3053 2456 2019 1334 1154 879 597 407
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 12 48 52
split_gain=2.99811e-05 7.99239e-05 6.18024e-05 9.63295e-05 7.92204e-05 6.21264e-05 5.39417e-05 8.07964e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.094045000000000004 0.083775000000000002 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.022120824364942851 -0.016340089346156758 0.023686479111814152 -0.01315217283771619 0.022502238690090749 -0.029493755913267035 -0.017592909308698987 0.024623561881752663 0.018238828160892159
leaf_weight=0.0012978265106818017 0.0010430569378876457 0.0014075510865648134 0.0019893211306293325 0.0017166994037950481 0.0010332450264660805 0.0014443402591721157 0.0011790593826126279 0.001394859713888307
leaf_count=275 161 388 882 130 219 800 228 827
internal_value=0 0.00136837 -0.00175573 0.00126229 -0.00391645 0.000482591 0.00620378 -0.000213726
internal_weight=0 0.0114629 0.0100554 0.00875752 0.00704083 0.00600758 0.00456324 0.00338418
internal_count=3910 3749 3361 3086 2956 2737 1937 1709
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=9
num_cat=0
split_feature=49 42 403 43 4 52 2 151
split_gain=3.01015e-05 5.9982e-05 6.72304e-05 8.19768e-05 8.06836e-05 5.98981e-05 7.30465e-05 5.63417e-05
threshold=-0.047894999999999993 0.091955000000000023 0.03138500000000001 0.070805000000000021 -0.064054999999999987 -0.074484999999999982 0.090815000000000021 -0.039414999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -7 -1
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=0.025513609293636542 -0.024842184505959857 -0.02257742123266443 0.024182862037500703 0.021094532695098801 -0.018758014303704246 -0.0096679258179481632 0.021438982294008927 -0.0033424695320368411
leaf_weight=0.001191081466879709 0.0018858282273145283 0.0013148502273730529 0.0010406335081281177 0.0011862047501812779 0.0012175735007068263 0.0013697008322628565 0.0016817944457630995 0.0015665996464594629
leaf_count=250 897 764 331 221 375 461 356 255
internal_value=0 -0.00271967 0.000395428 -0.00297655 -0.00761565 -5.9652e-06 0.00747627 0.00912088
internal_weight=0 0.00969659 0.00838174 0.0073411 0.0061549 0.00426907 0.0030515 0.00275768
internal_count=3910 3405 2641 2310 2089 1192 817 505
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=9
num_cat=0
split_feature=1 0 133 159 160 1 43 4
split_gain=2.57585e-05 4.77551e-05 5.27062e-05 3.95793e-05 4.9622e-05 4.84593e-05 7.71269e-05 9.38819e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 0.090820000000000012 -0.074254999999999988 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8
right_child=3 2 -4 -5 5 6 7 -9
leaf_value=-0.024422004922952198 -0.015707959181459338 0.011608656711500463 -0.015895606198100411 0.020965869567027631 0.021887359952849406 0.016980246434987099 -0.024119108880725503 0.01278102803915312
leaf_weight=0.0011023772985567061 0.0015154103393660023 0.0016614634034445384 0.0011998951623754701 0.0010742735053566816 0.0012692181895470663 0.0016651059223051672 0.0018009316201477977 0.0011172107196485569
leaf_count=1044 336 435 529 380 283 287 403 213
internal_value=0 -0.00673808 7.48936e-05 0.00303419 0.000419656 0.00459567 -0.000192845 -0.00999189
internal_weight=0 0.00396374 0.00286136 0.00844215 0.00736788 0.00585247 0.00458325 0.00291814
internal_count=3910 2008 964 1902 1522 1186 903 616
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=12
num_cat=0
split_feature=484 133 484 133 12 1 12 16 49 16 52
split_gain=0.00011709 0.000129096 9.05561e-05 0.000114847 8.8701e-05 0.000107047 0.000155421 0.00010331 0.000110795 8.7448e-05 5.53029e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.087495000000000017 0.065880000000000008 -0.036459999999999992 0.12864500000000004 0.099680000000000005 -0.013279999999999998 -0.045004999999999996 -0.19424999999999998 -0.082554999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -10 -9
right_child=1 -3 -4 -5 5 -7 -8 10 9 -11 -12
leaf_value=-0.00063561133059279772 -0.00046971551499342269 -0.00063680016497306611 -0.00042851811248239636 0.00064095302562314205 0.00042758144452562135 0.00064358017306089378 -0.00063289669049506475 0.00018023461220183009 -0.00065540213701888877 2.978622050407315e-05 0.00079785479289245414
leaf_weight=0.0010946242767784107 0.0010803313182884524 0.0010326949106555334 0.0012038572872458053 0.0015098817393762029 0.001436970783570116 0.0013083120030215898 0.0011360857858232105 0.001090150337361769 0.0011633785068257219 0.0018627650740910774 0.0011405789337353158
leaf_count=612 248 481 336 425 125 111 247 270 120 772 163
internal_value=0 3.03418e-05 8.36157e-05 0.000136183 6.15992e-05 0.000124412 3.76632e-05 0.000151471 -2.0742e-05 -0.000233629 0.000496026
internal_weight=0 0.013965 0.0129323 0.0117285 0.0102186 0.00913824 0.00782993 0.00669384 0.00446311 0.00302614 0.00223073
internal_count=3910 3298 2817 2481 2056 1808 1697 1450 1017 892 433
is_linear=0
shrinkage=0.00196078


Tree=3991
num_leaves=9
num_cat=0
split_feature=49 42 403 43 4 2 3 2
split_gain=2.48697e-05 5.79678e-05 5.12469e-05 7.08064e-05 6.75847e-05 5.39115e-05 0.000111259 5.08259e-05
threshold=-0.045004999999999996 0.091955000000000023 0.03138500000000001 0.070805000000000021 -0.064054999999999987 0.11230000000000001 0.0021050000000000005 0.10251500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -6 -1
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0022262376924255872 -0.022583135641407355 -0.022192456295631928 0.021367268485503948 0.019879175355329771 -0.0093295839337890676 -0.015483678681438302 0.031574876599866075 0.02516533590390474
leaf_weight=0.0018103668338085366 0.001879346095185289 0.0012992551242857137 0.0010327996599206989 0.0011852644857740999 0.0015178214060836564 0.0014187492668722651 0.0011834113082047936 0.0010824396716986502
leaf_count=328 897 758 331 221 834 238 102 201
internal_value=0 -0.00256467 0.00053869 -0.00245546 -0.00686803 0.000300479 0.00859068 0.00802323
internal_weight=0 0.00951665 0.00821739 0.00718459 0.00599933 0.00411998 0.00270123 0.00289281
internal_count=3910 3381 2623 2292 2071 1174 936 529
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=9
num_cat=0
split_feature=158 50 47 4 12 16 0 2
split_gain=2.6161e-05 4.69356e-05 4.9783e-05 5.79903e-05 6.03802e-05 6.08879e-05 5.20337e-05 3.89819e-05
threshold=0.081110000000000015 0.088425000000000017 0.117025 0.24280000000000004 0.098845000000000016 -0.014099999999999998 -0.10209999999999998 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.015094908741434106 -0.015557846873435442 -0.018095764639921852 -0.017501023908481135 0.022267308577020709 -0.019797445302593902 0.0055899979872780052 0.011000186300137292 0.027688566691646429
leaf_weight=0.0018412350057336734 0.0010041026016975952 0.0011260724353920866 0.0010241429761089259 0.0017252921028954966 0.0010923346632264255 0.0018245302379181136 0.001306225776335175 0.0014191129928230297
leaf_count=225 463 663 112 363 318 626 806 334
internal_value=0 0.00128174 0.00341413 0.0057402 0.00192991 0.00564343 -0.0042652 0.0152583
internal_weight=0 0.0113589 0.0102329 0.00920873 0.00748344 0.0063911 0.00314746 0.00324364
internal_count=3910 3447 2784 2672 2309 1991 1031 960
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=11
num_cat=0
split_feature=484 474 160 133 151 4 42 43 43 15
split_gain=0.000129307 6.68418e-05 9.88063e-05 0.000109936 7.61158e-05 0.000168555 0.00011375 0.000109374 8.03636e-05 0.000157574
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -0.0088999999999999982 0.25367000000000006 -1.0000000180025095e-35 -0.074254999999999988 0.052855000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 9 -9
right_child=1 -3 3 4 5 -7 7 8 -10 -11
leaf_value=-0.00066600645203457364 -0.00047590688792415169 0.00051029129374401572 -0.0004174576079264166 -0.0001990265287775069 -0.00046707484495237445 0.00089624513565328553 0.00063082415641049251 0.000273337346736636 0.00044463696503869028 -0.00075209304616118383
leaf_weight=0.0010376138444884381 0.001420533830572032 0.0011230593165334141 0.0015129339987495763 0.0019044685970794921 0.001089404028913739 0.0012540765310067653 0.0017425593356796367 0.0012999996746698612 0.0011918544971409734 0.0010347219858932223
leaf_count=612 556 318 791 322 310 220 230 118 111 322
internal_value=0 5.21504e-05 1.08254e-05 7.35106e-05 0.00015156 0.000239267 0.000109693 0.000228941 3.0362e-05 -0.000181122
internal_weight=0 0.0135736 0.0124506 0.01103 0.00951708 0.00761262 0.00635854 0.00526914 0.00352658 0.00233472
internal_count=3910 3298 2980 2424 1633 1311 1091 781 551 440
is_linear=0
shrinkage=0.00196078


Tree=3994
num_leaves=9
num_cat=0
split_feature=1 0 133 159 160 42 15 0
split_gain=2.64794e-05 3.87928e-05 4.04491e-05 3.38478e-05 3.96146e-05 4.92929e-05 7.14481e-05 5.47362e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 0.08622500000000001 -1.0000000180025095e-35 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 -6
right_child=3 2 -4 -5 5 -7 -8 -9
leaf_value=-0.022767936598679674 -0.013781480425669715 0.0094676104205159341 -0.014665529173685049 0.019715145922203595 -0.0062869555505258501 0.019681919088710451 -0.021094474877276097 0.020630702552185715
leaf_weight=0.0011010933973610486 0.0015063337754633258 0.0016535497015775721 0.0011974675399193883 0.0010698800141898954 0.0015047268024160068 0.0015513247277904804 0.0012630914860154285 0.0015170866575625111
leaf_count=1044 336 435 529 380 117 421 357 291
internal_value=0 -0.00682571 -0.000668649 0.00309786 0.000676562 0.00440819 -0.00112157 0.00722692
internal_weight=0 0.00395211 0.00285102 0.00841244 0.00734256 0.00583623 0.0042849 0.00302181
internal_count=3910 2008 964 1902 1522 1186 765 408
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=12
num_cat=0
split_feature=43 3 48 2 52 51 3 43 13 43 2
split_gain=0.000116482 0.000131724 0.000106779 0.000121904 9.219e-05 7.2202e-05 0.000104952 0.000126049 0.000126795 7.82093e-05 6.33888e-05
threshold=0.16180500000000003 0.16699000000000003 0.11930500000000001 0.11542500000000001 0.10599500000000002 0.084305000000000019 0.088060000000000013 -0.074254999999999988 -0.003375 0.0016850000000000001 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -9 -1
right_child=-2 -3 -4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.00090556197403617554 -0.00064862031055156952 0.00069699182646417238 -0.0006201000168415626 0.00059084351639235625 -0.00050892616593334024 -0.00040491743359421113 0.00053150434145386683 -0.00055848574497544066 -0.00021659430887459712 0.00010358575800384767 0.00021508261187362136
leaf_weight=0.0010002285939029979 0.0010117428091952563 0.0010836572117021584 0.0010307682556863528 0.001357850091286055 0.0013643154012187809 0.0012344713128101719 0.0017356640964099057 0.001835345308382886 0.0013790440619233283 0.0010953826158174003 0.001045478310349599
leaf_count=275 276 183 128 331 526 243 123 867 291 247 420
internal_value=0 4.00438e-05 -1.43894e-05 3.74332e-05 -3.28618e-05 3.67853e-05 0.000104176 -1.25259e-05 0.00024292 -0.000311031 0.000552686
internal_weight=0 0.0141622 0.0130785 0.0120478 0.0106899 0.00932561 0.00809114 0.00635548 0.00342475 0.00293073 0.00204571
internal_count=3910 3634 3451 3323 2992 2466 2223 2100 986 1114 695
is_linear=0
shrinkage=0.00196078


Tree=3996
num_leaves=10
num_cat=0
split_feature=42 160 474 43 42 3 0 16 12
split_gain=2.47644e-05 5.90833e-05 7.01983e-05 6.41753e-05 7.76088e-05 6.20504e-05 4.38392e-05 0.000110344 4.29753e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 -0.074254999999999988 0.078965000000000021 -0.080884999999999985 -0.16443499999999997 -0.055679999999999993 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 5 6 -3 -5 -8 -1
right_child=1 3 -4 4 -6 -7 7 -9 -10
leaf_value=0.0046304504192406521 -0.02605821817955345 0.0049036801081086129 0.0085235742963090822 -0.005317727336121212 -0.024699212642578898 0.037748123997354638 0.037529616101900004 -0.0041539838999870666 -0.024000475682675524
leaf_weight=0.0010279597614941288 0.0014155655450501323 0.0012390938131943276 0.0010028357510658966 0.0019681342716758032 0.0010132378887249176 0.0010735644758395409 0.0011503612709953606 0.0014177378746427589 0.0010699255391017942
leaf_count=167 723 298 317 157 657 306 174 218 893
internal_value=0 0.00195058 -0.0117182 0.00615512 0.000322765 0.0201505 0.00591181 0.0145179 -0.00997138
internal_weight=0 0.0102805 0.0024184 0.00786213 0.00554947 0.00231266 0.00453623 0.0025681 0.00209789
internal_count=3910 2850 1040 1810 1206 604 549 392 1060
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=10
num_cat=0
split_feature=1 52 42 12 42 51 2 3 3
split_gain=2.38693e-05 8.13521e-05 7.21852e-05 6.85554e-05 7.92391e-05 7.15008e-05 8.76102e-05 0.000133987 3.11176e-05
threshold=0.12263000000000002 0.11588000000000002 0.091955000000000023 0.097955000000000014 -1.0000000180025095e-35 -0.070859999999999992 0.086875000000000022 0.088060000000000013 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -2
right_child=8 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.024089907634891636 0.022085855445847246 -0.028164139356501878 -0.022665792825624739 0.026226401451081689 -0.018667464587649747 -0.0077902207840037027 0.043110968152122522 0.00095990739083188267 -0.0026251075300958212
leaf_weight=0.0011048132571434737 0.0010270550178797769 0.001066751481956619 0.0011303665942742911 0.0012134551808879457 0.0010350883909053255 0.0017049932286562295 0.001408578427885201 0.0016231319679892997 0.0010114494900647559
leaf_count=705 221 549 540 289 351 538 390 154 173
internal_value=0 -0.00201966 0.00100511 0.00431248 0.000445516 0.00514199 0.010345 0.0205439 0.00982496
internal_weight=0 0.0102872 0.00922043 0.00809006 0.00687661 0.00577179 0.0047367 0.00303171 0.0020385
internal_count=3910 3516 2967 2427 2138 1433 1082 544 394
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=9
num_cat=0
split_feature=1 47 15 48 16 4 43 12
split_gain=2.74073e-05 3.94843e-05 5.4576e-05 0.000111836 0.000127456 3.6546e-05 2.51992e-05 1.89719e-05
threshold=0.076710000000000014 0.087850000000000025 0.079360000000000014 0.084500000000000006 -0.03800499999999999 -0.083329999999999987 -0.074254999999999988 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -3 -1
right_child=1 6 -4 -5 -6 -7 -8 -9
leaf_value=0.011560951687124335 0.051802991272831472 0.0048378234302683884 -0.012177646988604499 -0.0069313201238901242 0.0081263947934778671 -0.01793496528490942 -0.014947191853183134 -0.0070600092617139664
leaf_weight=0.0010184539540160273 0.0010921887458650128 0.0010883511390265221 0.0010948655180311427 0.0017824176591834922 0.0017208290602648395 0.0017086937119835943 0.0015758260751735048 0.0011823576875730024
leaf_count=210 340 163 493 263 429 1554 214 244
internal_value=0 0.0031823 0.00788629 0.0126665 0.0250844 -0.00696214 -0.00686476 0.00155708
internal_weight=0 0.00835448 0.0056903 0.00459544 0.00281302 0.00390951 0.00266418 0.00220081
internal_count=3910 1902 1525 1032 769 2008 377 454
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=10
num_cat=0
split_feature=124 13 43 160 160 133 2 1 16
split_gain=2.48447e-05 3.1018e-05 4.99428e-05 5.60375e-05 3.93813e-05 6.48562e-05 7.82073e-05 8.08569e-05 6.40706e-05
threshold=-0.061329999999999989 0.17936000000000002 -0.083899999999999988 -0.082109999999999975 0.091575000000000017 -0.0056849999999999991 0.10393500000000001 0.086560000000000012 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -8
right_child=1 -3 3 4 -6 6 8 -9 -10
leaf_value=0.014496848386377515 0.015627443891864188 -0.016880327353031115 -0.025070849486030375 -0.019746039834068835 -0.017378265350118462 0.039142119664135611 0.010153687102659811 0.0051824994846195842 -0.024241861352717678
leaf_weight=0.001072365041187232 0.0017644822322354448 0.0011650309963548737 0.0010023200007365759 0.0010202932132319792 0.0010871754634479624 0.0011527895553991774 0.0011156906235263446 0.0017894504757557251 0.0010524331747195992
leaf_count=310 701 196 508 715 229 446 211 390 204
internal_value=0 -0.0014394 0.000362281 -0.00291444 0.000162364 0.00327292 0.00786869 0.0184881 -0.00654232
internal_weight=0 0.0111497 0.00998463 0.00822015 0.00721783 0.00613066 0.00511036 0.00294224 0.00216812
internal_count=3910 3600 3404 2703 2195 1966 1251 836 415
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=9
num_cat=0
split_feature=1 4 47 2 3 0 0 2
split_gain=2.58345e-05 3.63771e-05 3.35172e-05 5.06965e-05 6.13411e-05 0.000113795 2.58302e-05 2.2504e-05
threshold=0.076710000000000014 -0.083329999999999987 0.087850000000000025 0.11462500000000002 -0.015794999999999997 -0.22851499999999997 -0.10783 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 -4 -1
right_child=2 -3 6 -5 5 -7 -8 -9
leaf_value=-0.0085441269319734472 0.016441663451440235 -0.017805827000418419 -0.018634863161518272 0.025799211269399516 0.012137968609046035 -0.029853891261436474 0.0016458928271517468 0.011725192088110716
leaf_weight=0.0010809938659986154 0.0018577485247194938 0.001687934586419409 0.0010206339690132377 0.0011908429613220767 0.0013897067742829616 0.0012048421221761869 0.0016324542148641258 0.0011103956805445653
leaf_count=406 784 1554 105 322 105 314 272 48
internal_value=0 -0.00677222 0.00311391 0.00747213 0.00257024 -0.00736198 -0.00615604 0.00172651
internal_weight=0 0.00387932 0.00829623 0.00564314 0.0044523 0.00259455 0.00265309 0.00219139
internal_count=3910 2008 1902 1525 1203 419 377 454
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=13
num_cat=0
split_feature=484 133 474 133 16 52 160 42 151 1 4 1
split_gain=0.000155536 0.000114848 8.18659e-05 0.000111486 8.32321e-05 0.000118393 0.000108959 0.00012543 0.000106344 0.000148285 0.00017827 0.000135036
threshold=-0.0043499999999999988 0.10599500000000002 0.084655000000000022 0.083815000000000014 0.20277000000000003 -0.27466499999999994 -0.080184999999999992 -1.0000000180025095e-35 -0.0088999999999999982 0.095575000000000007 -0.076329999999999995 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -9 10 -10 -11
right_child=1 -3 -4 -5 5 -7 7 8 9 11 -12 -13
leaf_value=-0.00072420355494712697 -0.00070587654580605847 -0.00058460473816820437 0.00058057344665575971 0.00054422419659801049 -0.00019604336144330738 0.00069738757818299925 -0.00065278656780909361 -0.00036026060148388375 0.00044517044333050219 0.0010850890955092145 -0.00071793310786468141 0.00012202646187571378
leaf_weight=0.0010856238734384223 0.0010655265525585855 0.0010280796830624767 0.001215924437496377 0.0015061312617596851 0.0010261289776513898 0.0012835557583772269 0.0010584343149534778 0.0015417794680611194 0.0010005796599310325 0.0010847025663863197 0.001026315719897266 0.0011566324972169645
leaf_count=612 337 481 297 446 212 107 581 190 219 75 195 158
internal_value=0 4.622e-05 9.62395e-05 4.61183e-05 -2.71185e-05 0.000300461 -0.000122481 -3.19771e-05 8.11184e-05 0.000240554 -0.000143765 0.000588104
internal_weight=0 0.0139938 0.0129657 0.0117498 0.0102437 0.00230968 0.00793397 0.00686844 0.00581001 0.00426823 0.0020269 0.00224134
internal_count=3910 3298 2817 2520 2074 319 1755 1418 837 647 414 233
is_linear=0
shrinkage=0.00196078


Tree=4002
num_leaves=10
num_cat=0
split_feature=11 39 13 0 16 4 1 15 2
split_gain=2.73803e-05 2.9317e-05 7.07852e-05 7.64407e-05 6.72419e-05 5.8069e-05 9.29559e-05 8.80139e-05 4.0907e-05
threshold=0.077330000000000024 0.005105000000000001 -0.094679999999999986 -0.053834999999999994 -0.27337499999999998 0.0057500000000000008 0.086560000000000012 -0.095799999999999982 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 -6 -7 -1
right_child=-2 -3 3 -5 5 7 -8 -9 -10
leaf_value=0.0010218895542691863 -0.014806967448349296 0.013831807474595503 -0.024164009233619388 -0.027961511564022684 0.012088553845019558 -0.0039035843539286328 -0.023761741865922833 0.036653942523320819 0.028825588199377639
leaf_weight=0.0010219369981394541 0.0011386149083913591 0.0016368124962136956 0.001016984866004619 0.0012400892113059257 0.0014994713282686367 0.0010627091130898498 0.0013971615291371014 0.0010776650085666897 0.001097418364396769
leaf_count=191 279 445 175 329 1468 116 525 225 157
internal_value=0 0.00147948 -0.000668345 -0.00534261 -0.000709398 0.00402615 -0.00520347 0.0165169 0.0154189
internal_weight=0 0.0110502 0.00941344 0.00729408 0.00605399 0.00503701 0.00289663 0.00214037 0.00211936
internal_count=3910 3631 3186 2838 2509 2334 1993 341 348
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=10
num_cat=0
split_feature=1 0 133 159 3 3 52 1 1
split_gain=2.46751e-05 3.38937e-05 3.94891e-05 3.31098e-05 3.86966e-05 8.35368e-05 6.02935e-05 4.49748e-05 8.17962e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.073745000000000019 -0.078884999999999997 -0.015064999999999997 1.0000000180025095e-35 0.11052000000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 8 -7
right_child=3 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.02168109971362616 -0.012271316808360681 0.0093096461657957742 -0.014746337967975169 0.019705917255994521 0.03056134935124016 -0.018144650433726667 0.018830621936011985 -0.024584433900813885 0.020279404877927714
leaf_weight=0.0010783007932651614 0.0017551793423306932 0.0016213216820653575 0.0011783262275914239 0.0010431009520693981 0.0010227677102745136 0.0011590789986884904 0.0011275529840315546 0.0010895652396048644 0.0010613115763884601
leaf_count=1044 644 435 529 380 319 106 124 192 137
internal_value=0 -0.00661711 -0.000815126 0.00305282 0.000645373 0.00479738 -0.00114076 -0.00794411 0.00022144
internal_weight=0 0.00387795 0.00279965 0.00825856 0.00721546 0.00546028 0.00443751 0.00330996 0.00222039
internal_count=3910 2008 964 1902 1522 878 559 435 243
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=12
num_cat=0
split_feature=484 52 52 150 159 124 13 13 0 2 2
split_gain=0.000163639 6.6803e-05 0.000106189 9.93985e-05 9.33909e-05 6.60597e-05 6.69512e-05 0.000123101 8.72993e-05 7.35646e-05 0.000152994
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 0.086420000000000011 0.082325000000000023 -0.013479999999999999 -0.094679999999999986 -0.0038299999999999996 -0.10131499999999999 0.096750000000000017 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 8 -8 -7 10 -9
right_child=1 5 3 -5 -6 6 7 9 -10 -11 -12
leaf_value=-0.00075322686935378922 -0.00025891736716796097 -0.00051849178757279533 0.0010028702424386658 -5.6266192145989433e-05 0.00023756980407560449 -6.8574360359709098e-05 -0.00070240321051879065 -0.00015118924429048777 0.00068066916287594272 -0.00026709559035691295 0.00080039983508216892
leaf_weight=0.0010386096216193049 0.0012354559610113633 0.0010126706629955311 0.0012656315473034258 0.0012007865963572181 0.0011889870802483452 0.0012595096805966253 0.0010704236773274919 0.0015627730886736593 0.0011382048117335934 0.0018150963454929654 0.0011116580134366008
leaf_count=612 369 145 208 137 279 175 1206 188 126 242 223
internal_value=0 5.37053e-05 0.000238054 0.00040602 0.000632168 -4.68062e-05 1.32192e-05 -0.000104889 0.000287095 3.75746e-05 0.00024435
internal_weight=0 0.0138612 0.00489086 0.00365541 0.00245462 0.00897034 0.00795767 0.00555995 0.00239771 0.00448953 0.00267443
internal_count=3910 3298 993 624 487 2305 2160 1859 301 653 411
is_linear=0
shrinkage=0.00196078


Tree=4005
num_leaves=13
num_cat=0
split_feature=41 158 457 16 52 42 0 49 16 4 13 43
split_gain=0.000120517 0.000144615 0.000110685 0.000139946 0.000103254 0.000141079 0.000133023 0.000160833 0.000136038 0.000125216 0.000120366 8.77355e-05
threshold=0.078535000000000008 0.085745000000000002 -0.0034949999999999994 -0.50388999999999984 0.11401500000000002 -0.09602999999999999 -0.084304999999999977 -0.047309999999999998 -0.057604999999999996 -0.49837999999999999 -0.083924999999999986 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 -9 -8 -11 -12
right_child=-2 -3 3 4 -6 6 9 8 -10 10 11 -13
leaf_value=-0.00049838435877988367 -0.0006609457023458743 -0.00066671449911324932 0.00082986599986582007 -0.00052862213395741349 -0.00035111517797800401 0.00052189329300460208 -0.00014396858361232003 -0.00072320427650619345 0.00014638999387229335 0.0012013035612685556 0.00072219506543407691 3.394598564576527e-06
leaf_weight=0.0011261615558452081 0.0010126393234168888 0.0010413308100819902 0.0010465558045518472 0.0010260646672250054 0.0017958932707616481 0.0014173175312525298 0.0010173226394204608 0.0013895957240017296 0.0013770619922825497 0.0010321790505468994 0.0015154578903932711 0.0011469713779434442
leaf_count=300 195 385 169 189 478 159 148 486 279 169 365 588
internal_value=0 3.80505e-05 9.08844e-05 0.000142874 8.15163e-05 0.000159823 0.000239229 -1.52212e-05 -0.000290377 0.00046517 0.000632898 0.000412537
internal_weight=0 0.0149319 0.0138906 0.0127644 0.0117179 0.00992197 0.00889591 0.00418398 0.00276666 0.00471193 0.00369461 0.00266243
internal_count=3910 3715 3330 3030 2861 2383 2194 924 765 1270 1122 953
is_linear=0
shrinkage=0.00196078


Tree=4006
num_leaves=10
num_cat=0
split_feature=158 50 47 4 15 12 4 16 12
split_gain=2.38678e-05 4.28339e-05 4.79457e-05 4.97968e-05 4.46772e-05 5.65481e-05 5.33247e-05 0.000107776 6.27098e-05
threshold=0.081110000000000015 0.088425000000000017 0.117025 0.25367000000000006 -0.095799999999999982 0.098845000000000016 0.0057500000000000008 -0.0070049999999999991 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.016342827144941965 -0.014815229993315637 -0.017540161788884793 -0.017437739232987304 0.021741164701330501 -0.017238033658831569 -0.014095075268040989 0.027037862169964663 0.0028222274042942752 0.035535418288697156
leaf_weight=0.0011068093356635424 0.0010035093673376712 0.0010911423782978885 0.0010028262165721344 0.0015798029169409459 0.0014806255989205739 0.0012067137391858105 0.0013497956291206167 0.0013408050195370044 0.0010409130880968771
leaf_count=286 463 663 112 349 936 290 195 256 360
internal_value=0 0.00128307 0.00331495 0.00560054 0.00221226 0.00541174 0.00992795 0.00394845 0.0171193
internal_weight=0 0.0111994 0.0101083 0.00910547 0.00752566 0.00641885 0.00521214 0.00386234 0.00238172
internal_count=3910 3447 2784 2672 2323 2037 1747 1552 616
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=10
num_cat=0
split_feature=16 13 13 133 1 14 47 48 2
split_gain=2.51277e-05 6.45509e-05 6.33206e-05 6.25531e-05 9.53378e-05 6.01301e-05 8.05212e-05 0.000156859 9.60866e-05
threshold=0.10994000000000002 0.043015000000000005 -0.086154999999999995 0.083815000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.09252500000000001 0.084500000000000006 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 8 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.026321511496542105 -0.00014917081629484198 0.012292079991605927 -0.034090995246196826 0.022232068266386226 -0.017565959092653481 0.012239168131848837 -0.01430398474474787 -0.010565839196298929 0.051372473835073207
leaf_weight=0.0012305350275028789 0.0010828475328034585 0.001100158562065196 0.0011161995676846081 0.0013883637182075335 0.0010599059374104755 0.001343209660911305 0.0011858559178218693 0.0014719232674309246 0.0011774388217478319
leaf_count=955 84 182 419 1065 147 460 165 173 260
internal_value=0 -0.00748382 -0.0173775 0.00274031 -0.000882953 0.0041349 0.00857657 0.0153724 0.030519
internal_weight=0 0.00329921 0.00219905 0.00885723 0.00746887 0.00623833 0.00517843 0.00399257 0.00252065
internal_count=3910 685 503 3225 2160 1205 1058 893 720
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=12
num_cat=0
split_feature=484 15 15 49 52 12 16 0 2 1 43
split_gain=6.2214e-05 5.63414e-05 7.02721e-05 5.25047e-05 5.03087e-05 0.000108513 0.000103846 5.14557e-05 0.000109809 6.2273e-05 1.50067e-08
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.11739999999999999 0.0047850000000000011 0.086950000000000013 0.086765000000000023 -0.088144999999999987 -0.12329499999999999 0.092175000000000021 0.093720000000000012 -0.024279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 8 -4 -9 -6
right_child=1 2 3 -5 10 6 -8 9 -10 -11 -12
leaf_value=-0.00045599319004372682 0.00048225381580944336 -0.00047155179980736667 0.00053216152916106183 0.00046082162609603329 -0.00027886480031924331 0.00075597440662683547 2.6020392308363812e-05 -0.00060502730601812746 -0.00034999831703833777 4.4879663000893032e-05 -0.00026816775574285684
leaf_weight=0.0010688382888351883 0.0010042980349178913 0.0011078546496494897 0.0011031484049892626 0.0010628887327972869 0.0010166383798450335 0.0013913392404776325 0.0016237987667824937 0.0013029114549385399 0.0010674458843830115 0.001003343591899348 0.0010003558386216733
leaf_count=627 291 244 74 443 368 182 620 371 132 180 378
internal_value=0 3.65972e-05 -1.72318e-06 4.75114e-05 1.31271e-06 7.53138e-05 0.000362859 -0.000118346 9.83366e-05 -0.000322283 -0.000273559
internal_weight=0 0.012684 0.0116797 0.0105719 0.00950898 0.00749199 0.00301514 0.00447685 0.00217059 0.00230626 0.00201699
internal_count=3910 3283 2992 2748 2305 1559 802 757 206 551 746
is_linear=0
shrinkage=0.00196078


Tree=4009
num_leaves=11
num_cat=0
split_feature=484 474 160 50 49 133 43 2 3 1
split_gain=0.000146806 6.43099e-05 9.1927e-05 9.09541e-05 8.38103e-05 0.000119567 0.000120364 8.47301e-05 9.38668e-05 8.0672e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.087555000000000008 -0.081629999999999994 -0.0056849999999999991 0.052855000000000006 0.11635500000000001 -0.075954999999999981 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 -10
right_child=1 -3 3 -5 5 6 -8 -9 9 -11
leaf_value=-0.00070817545726776013 -0.00046048803213644894 0.00048352687642384752 0.00038979856751369528 0.00062989342539001333 -0.00069257951364887368 -0.00037033610209204475 0.00059414408707911812 -0.00061228826114575682 -0.00014293900927581619 0.00046940672744596405
leaf_weight=0.0010643066883699046 0.0014354374737030754 0.0011892874401209239 0.0018352043295585393 0.0010032757905898285 0.0010471548936956425 0.0016696367130674926 0.0011629795113036988 0.0010122612161050388 0.0014827382469508187 0.0018708052079118857
leaf_count=612 556 318 202 306 653 582 115 209 136 221
internal_value=0 4.77951e-05 6.40277e-06 6.68673e-05 1.08329e-05 -7.35128e-05 1.65429e-05 -9.47561e-05 9.53592e-06 0.000198664
internal_weight=0 0.0137088 0.0125195 0.0110841 0.0100808 0.00824558 0.00719842 0.00603544 0.00502318 0.00335354
internal_count=3910 3298 2980 2424 2118 1916 1263 1148 939 357
is_linear=0
shrinkage=0.00196078


Tree=4010
num_leaves=9
num_cat=0
split_feature=1 52 0 0 3 15 3 1
split_gain=2.62469e-05 6.34357e-05 4.47727e-05 0.000104334 6.20247e-05 7.88665e-05 4.53333e-05 7.2117e-05
threshold=0.12811000000000003 0.11401500000000002 -0.084304999999999977 -0.10575999999999998 -0.040669999999999991 0.014775000000000002 0.11818000000000002 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 7 -1
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.0084353367785184041 0.011998506860785473 -0.023387239853711956 -0.015945189685985382 -0.032245994401800877 0.026933373400906086 0.017352340887068919 -0.014646351246221771 0.022882686247576264
leaf_weight=0.0013430276969878252 0.0015779938980209776 0.0012087593939218216 0.0014410411777900428 0.0011201889947580514 0.0012888543534753374 0.001404726469179148 0.0011541242091811874 0.0016248236554779289
leaf_count=234 338 577 601 924 241 698 94 203
internal_value=0 -0.00182632 0.000953092 -0.00518371 0.00873376 0.000491121 0.00217074 0.00871049
internal_weight=0 0.0105855 0.00937679 0.00524216 0.00413462 0.00284577 0.00412198 0.00296785
internal_count=3910 3572 2995 1455 1540 1299 531 437
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=9
num_cat=0
split_feature=15 52 4 15 15 42 49 47
split_gain=2.42043e-05 3.0839e-05 5.91856e-05 7.0103e-05 9.46102e-05 0.000111327 8.00957e-05 7.49735e-05
threshold=-0.24219999999999997 0.11110500000000002 -0.34687499999999999 -0.0063699999999999989 1.0000000180025095e-35 0.060615000000000009 -0.045004999999999996 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=0.014055589941747324 -0.023897473705156994 0.011434287476122112 0.0095802712684581025 0.033398140836027233 -0.01940426543700656 0.023132556625080389 -0.031286790742925424 0.0013414994607170785
leaf_weight=0.0011083578344249388 0.0012489016129126574 0.0015898494233168798 0.0015431524285256688 0.0011569525760543637 0.00143467342615883 0.0010772801371271082 0.0018005071116276102 0.0011566370627306096
leaf_count=317 245 588 341 157 627 558 918 159
internal_value=0 -0.00144822 -0.00362289 -0.000523321 0.00973629 -0.00116186 -0.00888756 -0.0185248
internal_weight=0 0.011008 0.0094181 0.0081692 0.00366891 0.00251195 0.0045003 0.00295714
internal_count=3910 3593 3005 2760 1342 1185 1418 1077
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=11
num_cat=0
split_feature=484 133 133 474 1 3 2 151 15 16
split_gain=0.000117296 0.000108547 0.00010284 8.33864e-05 0.000107077 0.000152826 0.000165037 0.000131964 0.000145303 8.64934e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.084420000000000009 0.12864500000000004 0.12046500000000002 0.086650000000000019 -0.0088999999999999982 -1.0000000180025095e-35 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 -8 -9 -2
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.0006441509949999401 -9.0908937317987445e-05 -0.00057637466849945669 0.00053846581832604648 0.00052511648248562692 0.00043135793114557292 -0.00080294279288203126 -0.00027884516861489701 0.00092938605173571503 5.0916308290927609e-05 -0.00074313692321821903
leaf_weight=0.0010623473761821331 0.0018866620845867524 0.0010441338014796709 0.001647525619951031 0.001106572306740018 0.0015575993344818734 0.0011197637411240156 0.0013531061210129824 0.001361828373508941 0.0015453719227295176 0.0013347285064096801
leaf_count=612 344 481 514 232 213 90 156 311 444 513
internal_value=0 3.17269e-05 8.08968e-05 1.39803e-05 -4.1695e-05 -0.000127358 -2.62452e-05 0.000226989 0.00046242 -0.000361149
internal_weight=0 0.0139573 0.0129132 0.0112656 0.0101591 0.00860146 0.0074817 0.00426031 0.0029072 0.00322139
internal_count=3910 3298 2817 2303 2071 1858 1768 911 755 857
is_linear=0
shrinkage=0.00196078


Tree=4013
num_leaves=12
num_cat=0
split_feature=484 474 160 42 151 4 4 2 4 3 13
split_gain=0.000136368 8.53418e-05 9.26609e-05 7.54883e-05 7.19431e-05 7.60728e-05 0.000151641 8.22221e-05 0.000117975 4.27765e-05 2.46245e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.10648500000000001 -0.10647999999999999 -0.087654999999999983 -0.086984999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 7 8 -6 -4 -7
right_child=1 -3 3 4 5 10 -8 -9 -10 -11 -12
leaf_value=-0.00070647853044290213 -0.00048267902503484563 0.00055728004238721435 1.2860385837597946e-05 -0.00020866897348122777 -0.00037115381735946151 0.00033167207545807016 -0.000446375879370848 0.00079105520509231437 0.00050182640669277497 -0.00054998201211223729 0.00076570717046610262
leaf_weight=0.0010047197394644951 0.0013849114263617722 0.0011334900927010673 0.0010000823128126484 0.001829980573295616 0.0010513975040925588 0.0010010755421730516 0.0014066152323297374 0.0010009760237435009 0.0013715861555128172 0.0010795466779331781 0.0010091469902772266
leaf_count=612 556 318 391 315 131 137 165 169 511 453 152
internal_value=0 4.27491e-05 -5.31026e-06 5.61863e-05 0.000136654 0.000229031 9.56441e-05 0.000318314 0.000123017 -0.000279314 0.000549561
internal_weight=0 0.0132688 0.0121353 0.0107504 0.00867078 0.0068408 0.00483057 0.00342396 0.00242298 0.00207963 0.00201022
internal_count=3910 3298 2980 2424 1580 1265 976 811 642 844 289
is_linear=0
shrinkage=0.00196078


Tree=4014
num_leaves=11
num_cat=0
split_feature=11 48 474 43 1 160 133 13 13 0
split_gain=6.52088e-05 5.37581e-05 5.99566e-05 6.60295e-05 6.31863e-05 0.000126646 0.000112563 8.96835e-05 0.000164314 6.95925e-05
threshold=0.081005000000000008 0.096835000000000018 0.084655000000000022 -0.15648499999999999 0.12263000000000002 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 -0.23438999999999996 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8 -9
right_child=-2 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=0.00026725649119263518 -0.00048124820265643095 0.0003325647285398853 0.00042513894913552238 -0.00078100933594239569 0.00031479014631445964 -0.00068154507170123683 -0.00018997335624724648 7.5950186218877859e-05 0.00091506129974022862 -0.00052571933556232328
leaf_weight=0.0018625362624036393 0.0010289158833856902 0.0019416693577818398 0.0010514979861195256 0.0012220555110782115 0.001025680532848741 0.00102695476367107 0.0010703437251009355 0.0016971903945898004 0.0010013440676093872 0.0013092782436809726
leaf_count=244 233 345 381 704 214 735 49 146 184 675
internal_value=0 3.12376e-05 -2.06914e-05 -6.6582e-05 -0.000141022 -0.000204828 -8.94943e-05 3.02361e-05 0.000344142 -0.000186069
internal_weight=0 0.0132086 0.0112669 0.0102154 0.00835285 0.00732717 0.00610511 0.00507816 0.00207169 0.00300647
internal_count=3910 3677 3332 2951 2707 2493 1789 1054 233 821
is_linear=0
shrinkage=0.00196078


Tree=4015
num_leaves=12
num_cat=0
split_feature=484 133 376 1 474 3 42 2 151 15 1
split_gain=0.000150316 9.28293e-05 7.85016e-05 0.000121629 0.00012998 0.000141218 0.000134656 0.000132359 0.000137844 0.000111416 0.000104648
threshold=-0.0043499999999999988 0.10599500000000002 0.048375000000000008 0.12864500000000004 0.084655000000000022 0.12046500000000002 -1.0000000180025095e-35 0.086650000000000019 -0.0088999999999999982 -1.0000000180025095e-35 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 10 -9 -10 -8
right_child=1 -3 -4 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00073390813985937172 -0.00064244876487843793 -0.00052514903210288452 0.00059248767097881227 0.00060450225759182497 0.00062594786318203514 -0.00074484082509163442 -0.00059739207470613221 -0.00018693502932299355 0.0009771522755034998 0.00019563943324900807 0.00020220243034666752
leaf_weight=0.0010129308299713117 0.001110199636145298 0.0010025521137619247 0.0011109759017091441 0.0013286190307383464 0.001052525939363144 0.0011476440904841312 0.0014795071498050396 0.0014440992768799759 0.0013076112022858606 0.0015127057706280792 0.0010950680789332343
leaf_count=612 704 481 172 240 257 92 440 192 252 324 144
internal_value=0 4.90732e-05 9.48027e-05 4.66309e-05 -2.63982e-05 -0.000101876 -9.0499e-06 9.37722e-05 0.000305722 0.00055798 -0.000257293
internal_weight=0 0.0135915 0.012589 0.011478 0.0101494 0.00909684 0.00794919 0.00683899 0.00426442 0.00282032 0.00257458
internal_count=3910 3298 2817 2645 2405 2148 2056 1352 768 576 584
is_linear=0
shrinkage=0.00196078


Tree=4016
num_leaves=12
num_cat=0
split_feature=484 42 160 484 1 42 2 133 48 0 15
split_gain=0.000175886 8.45791e-05 8.09754e-05 8.29733e-05 0.000110493 0.000167489 0.00016707 0.000149383 9.66045e-05 0.000118726 5.40449e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.090735000000000024 0.087495000000000017 0.12263000000000002 0.091955000000000023 0.10393500000000001 -0.0056849999999999991 0.086215000000000014 -0.099024999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 -9 -8
right_child=1 2 -4 -5 -6 -7 10 8 -10 -11 -12
leaf_value=-0.0007729254295061335 -0.00048905868842390762 -0.00020826534988657562 -0.00035495018928715342 -0.00036529007530385055 0.00072655274471300024 -0.00052316190860755992 0.00010175257547814715 0.0011249076236576722 6.5406297757872263e-05 0.0003828445228716381 -0.00051389941884884608
leaf_weight=0.0010795969330979734 0.00104098699378818 0.0011710380085217667 0.0013907208959628914 0.0011035066166356139 0.0013362717995952676 0.0013194969939251972 0.0010341218478589829 0.0016186897545931291 0.0010619311111559095 0.001699024266217392 0.0011666871049173864
leaf_count=612 215 571 204 334 262 533 193 118 132 569 167
internal_value=0 4.85778e-05 9.19583e-05 0.000145953 0.000200162 0.000122618 0.000232545 0.000413807 0.000580137 0.000744892 -0.000224615
internal_weight=0 0.0139425 0.0129015 0.0115108 0.0104073 0.00907099 0.00775149 0.00555068 0.00437965 0.00331771 0.00220081
internal_count=3910 3298 3083 2879 2545 2283 1750 1390 819 687 360
is_linear=0
shrinkage=0.00196078


Tree=4017
num_leaves=12
num_cat=0
split_feature=484 457 41 48 52 15 4 13 4 4 3
split_gain=0.000150869 0.000105774 0.000107146 0.000113627 0.000119886 0.000102227 0.000187229 8.73712e-05 0.000180814 8.38563e-05 8.15418e-05
threshold=-0.0043499999999999988 0.10412500000000001 0.078535000000000008 0.016865000000000002 0.11401500000000002 -0.0063699999999999989 0.08734500000000002 -0.003375 -0.084009999999999987 -0.083534999999999984 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -7 -9 -5
right_child=1 -3 -4 10 -6 7 -8 9 -10 -11 -12
leaf_value=-0.0007126138638229296 -0.00079838283125311261 -0.00054561786260304095 -0.00053132212410594284 0.00070480654787478708 -0.00061728315139271417 0.0010556635009509839 0.00021554848840285882 -0.00030861265398276415 2.0517386605763333e-05 0.00040237635303335957 9.1805216746470767e-05
leaf_weight=0.0011103076562418391 0.0011759913453014605 0.0011067295544482389 0.001004079780489363 0.0019328408034136923 0.0010087243408879844 0.001250326080596241 0.0017305883693212688 0.001426861848776273 0.0013484476385299477 0.0011532622729989919 0.001467888664259849
leaf_count=612 427 99 176 427 414 231 333 310 598 148 135
internal_value=0 3.71396e-05 8.49175e-05 0.000134438 2.00957e-05 9.96135e-05 -0.000194684 0.000264784 0.000518549 9.18477e-06 0.000440211
internal_weight=0 0.0146057 0.013499 0.0124949 0.0090942 0.00808548 0.00290658 0.0051789 0.00259877 0.00258012 0.00340073
internal_count=3910 3298 3199 3023 2461 2047 760 1287 829 458 562
is_linear=0
shrinkage=0.00196078


Tree=4018
num_leaves=12
num_cat=0
split_feature=11 133 3 457 160 160 133 2 16 4 0
split_gain=0.000109005 0.000115509 9.65541e-05 0.000126046 0.000109632 0.000102016 0.000244483 0.000128205 0.000152033 6.8779e-05 5.13974e-05
threshold=0.08184000000000001 0.10599500000000002 -0.12008499999999998 -0.0034949999999999994 0.091575000000000017 -1.0000000180025095e-35 -0.0023199999999999996 0.11635500000000001 -0.095109999999999986 -0.0017649999999999999 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 9 -7 8 -8 -5 -10
right_child=-2 -3 3 4 -6 6 7 -9 10 -11 -12
leaf_value=0.00058005407556926817 -0.00062506137766438739 -0.00059708103857443885 -0.00062724437775435807 -0.00057141037056554727 -0.00050155104643305958 -0.00053692483854101466 0.0010699129707985552 -0.00018696906239605766 4.9432694175625636e-05 0.00011809069703025737 0.00054670217492672484
leaf_weight=0.0013659816269805261 0.0010287425963760649 0.00102381067580059 0.0010258822270770513 0.0010423735366357095 0.0010685356069721685 0.0011811012878460616 0.0015958281781027076 0.001031807341697992 0.0014110798055910934 0.0011925992041107486 0.0018426883740663628
leaf_count=195 224 549 292 506 259 738 147 203 316 317 164
internal_value=0 3.6594e-05 8.7446e-05 2.83782e-05 9.32625e-05 0.000161623 0.000277164 0.000440649 0.000574182 -0.000203487 0.000331049
internal_weight=0 0.0137817 0.0127579 0.0113919 0.010366 0.00929748 0.0070625 0.0058814 0.0048496 0.00223497 0.00325377
internal_count=3910 3686 3137 2942 2650 2391 1568 830 627 823 480
is_linear=0
shrinkage=0.00196078


Tree=4019
num_leaves=11
num_cat=0
split_feature=484 42 43 3 3 16 457 49 16 2
split_gain=0.000102162 7.35163e-05 7.58261e-05 0.000147659 0.000112476 9.10764e-05 0.000103087 8.83227e-05 0.000103459 0.000102883
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.078669999999999976 -0.10628499999999998 0.15100500000000003 0.082870000000000013 -0.006494999999999999 -0.19424999999999998 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -4 -9 -10
right_child=1 2 5 -5 -6 -7 -8 8 9 -11
leaf_value=-0.00060058713885405366 -0.00046682125793969756 0.00044572667920846917 -0.00051791818378349452 0.0007753471248217196 -0.00037829507916989651 -0.00042234227749218892 0.00061060069726352642 -0.00030129961633156309 3.8033695724573106e-05 0.00081887194775561399
leaf_weight=0.0010268230993878752 0.0010150498862192192 0.0012041007315003556 0.0011408405022323639 0.0015604236727257198 0.0013518841768830987 0.0017530694183737526 0.0011621285114935369 0.0016151195698155376 0.0017860138811763657 0.0010188475949396546
leaf_count=612 215 141 137 391 561 306 141 230 858 318
internal_value=0 4.08048e-05 8.17235e-05 0.000300057 9.89391e-06 -2.43111e-05 7.94791e-05 -3.15174e-05 9.40274e-05 0.000321668
internal_weight=0 0.0136075 0.0125924 0.00411641 0.00255598 0.00847602 0.00672295 0.00556082 0.00441998 0.00280486
internal_count=3910 3298 3083 1093 702 1990 1684 1543 1406 1176
is_linear=0
shrinkage=0.00196078


Tree=4020
num_leaves=11
num_cat=0
split_feature=484 474 160 50 133 2 3 52 13 1
split_gain=0.000162815 7.02093e-05 7.87246e-05 9.71706e-05 7.59108e-05 9.55215e-05 0.000104452 6.46702e-05 0.000104508 0.000111975
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.087830000000000019 -0.0056849999999999991 0.11339500000000001 -0.084129999999999996 0.085265000000000021 -0.074599999999999986 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00074559273797067871 -0.00042506282882411175 0.00051180198037421474 -0.00045764127379461952 0.00064053887613510529 -0.00023117425734907888 -0.00033552643230938241 0.00094154914084404776 -9.3043352584242032e-05 -0.00022309624306775878 0.00055226551943670331
leaf_weight=0.0010592650006537108 0.0014213924727278374 0.001169357683801467 0.0011939129279693239 0.0010239594084496479 0.0018381760367280862 0.00179205030333835 0.0011113976256441702 0.0011769122593956374 0.0012078444016455194 0.0017589047482460384
leaf_count=612 556 318 678 302 443 316 167 150 162 206
internal_value=0 5.23174e-05 9.41752e-06 6.50384e-05 6.57249e-06 6.89487e-05 0.000171136 0.000311861 0.000428712 0.000236595
internal_weight=0 0.0136939 0.0125246 0.0111032 0.0100792 0.00888529 0.00709324 0.00525506 0.00407815 0.00296675
internal_count=3910 3298 2980 2424 2122 1444 1128 685 535 368
is_linear=0
shrinkage=0.00196078


Tree=4021
num_leaves=13
num_cat=0
split_feature=484 133 3 3 42 13 457 3 2 4 12 13
split_gain=0.000122069 0.000124543 9.63564e-05 0.000102975 0.000102366 0.000108177 0.000105097 0.000281011 0.000143813 9.2834e-05 6.68142e-05 2.19934e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.16699000000000003 0.12046500000000002 -0.090359999999999982 -0.017604999999999999 0.069705000000000003 0.090325000000000003 0.083585000000000007 0.08734500000000002 0.088590000000000016 0.015450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 7 8 -7 10 -6 -10
right_child=1 -3 -4 -5 5 6 -8 -9 11 -11 -12 -13
leaf_value=-0.00064683602232057673 -0.00038574762826779503 -0.00062155146264880775 0.00066345720258022625 -0.0004685519213275372 -9.9196329467260603e-06 -3.694599244616278e-05 0.00090468459935708003 -0.00063336169968253352 0.0010196747389398611 0.00035211317661841318 -0.00063598115448160707 0.00061647899851735165
leaf_weight=0.0010835454616474607 0.0014364320997692264 0.0010287235213891572 0.0010272445292290816 0.0013691369395545392 0.0015227599805862683 0.0011774998410606892 0.0010773080263019744 0.0011055846903633426 0.0010531318731978544 0.0013455221891612475 0.001150581378894342 0.0010277382922227892
leaf_count=612 348 481 175 67 585 200 125 106 269 234 456 252
internal_value=0 3.57329e-05 8.65993e-05 3.82878e-05 0.000101972 0.000176027 0.000356225 0.00022083 0.000510662 -6.79489e-05 -0.000279371 0.000820537
internal_weight=0 0.0143217 0.0132929 0.0122657 0.0108966 0.00946013 0.00544126 0.00436395 0.00325837 0.00401886 0.00267334 0.00208087
internal_count=3910 3298 2817 2642 2575 2227 952 827 721 1275 1041 521
is_linear=0
shrinkage=0.00196078


Tree=4022
num_leaves=12
num_cat=0
split_feature=484 457 133 484 133 43 15 15 42 13 13
split_gain=0.000156315 9.27742e-05 9.30068e-05 0.000129944 0.000162347 0.000147419 0.000109408 0.000116552 0.000134483 0.000102593 7.96139e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.10599500000000002 0.087495000000000017 0.083815000000000014 0.0033500000000000005 -0.11739999999999999 -0.092059999999999989 0.08622500000000001 0.0024700000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 9 10 -9
right_child=1 2 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0007244668251286426 -0.00051142081151252998 -0.00028471450005622677 -0.00048820954402324212 -0.00054127419665315937 0.00080195380473483226 -0.00051034621281631216 0.00078530601768267937 -0.00025408708859606767 0.00064597556884729253 -0.00053325742908246182 0.00043666147418122274
leaf_weight=0.001104245340528969 0.001079422455053926 0.0014881617072438564 0.001000649786502013 0.0010063485642111099 0.0014686064145101501 0.0013062403610212278 0.0014987969659630666 0.0010360872109559456 0.0015954725062507658 0.001112111928898821 0.0016845371526436033
leaf_count=612 197 227 474 300 336 460 119 424 337 266 158
internal_value=0 4.12615e-05 8.6467e-05 0.000133616 0.000194311 0.000102515 0.000197646 0.000301274 0.000167626 -3.14986e-05 0.000173606
internal_weight=0 0.0142764 0.013197 0.0121964 0.01119 0.00972141 0.00841517 0.00692701 0.00542821 0.00383274 0.00272062
internal_count=3910 3298 3101 2627 2327 1991 1531 1304 1185 848 582
is_linear=0
shrinkage=0.00196078


Tree=4023
num_leaves=11
num_cat=0
split_feature=484 474 160 42 151 1 16 43 43 3
split_gain=0.00012342 5.66955e-05 7.78497e-05 7.47129e-05 7.00522e-05 8.93008e-05 0.000102151 8.07243e-05 7.96541e-05 6.44796e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 -0.072359999999999994 -0.077544999999999989 0.070805000000000021 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 7 -7 -6 -9 -4
right_child=1 -3 3 4 5 6 -8 8 -10 -11
leaf_value=-0.00067503937999370577 -0.00043959432047842051 0.00045201408141110994 7.4569613720011779e-05 -0.00020683294012465125 0.00048624004779397731 0.0008503446982467928 7.1658423064631312e-05 -0.00038473811471336628 0.00025782699349211465 -0.00061371441139928108
leaf_weight=0.0010135294720033374 0.0013993170341826599 0.0011443350545141248 0.001014507030323639 0.0018480435660313214 0.0011646974449217042 0.0014696598345438577 0.0011581045880299744 0.0018018636881251735 0.0012606256864938908 0.0010807676634075605
leaf_count=612 556 318 374 315 160 242 195 570 98 470
internal_value=0 3.47073e-05 -4.44299e-06 5.1947e-05 0.000131974 0.000223314 0.000507163 4.68634e-05 -0.000120236 -0.000280455
internal_weight=0 0.0133419 0.0121976 0.0107983 0.00870299 0.00685495 0.00262776 0.00422719 0.00306249 0.00209527
internal_count=3910 3298 2980 2424 1580 1265 437 828 668 844
is_linear=0
shrinkage=0.00196078


Tree=4024
num_leaves=12
num_cat=0
split_feature=484 11 133 484 133 3 3 16 49 0 1
split_gain=0.000140459 0.000114699 8.99745e-05 0.00016687 0.000197788 0.000176562 0.000170341 0.000168566 0.000118591 0.000191757 8.72244e-05
threshold=-0.0043499999999999988 0.081130000000000022 0.10599500000000002 0.088645000000000015 0.083815000000000014 -0.12008499999999998 -0.078884999999999997 -0.19424999999999998 -0.0057999999999999987 -0.10071499999999999 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 -5 -6 6 7 8 9 10 -12
leaf_value=-0.00067412475957432478 0.0008292840567397505 -0.00059074042674266472 -0.00046046590978875878 -0.00060878412396872159 0.00083229008807384169 -0.00057928497443092886 -0.00037984983929113217 -0.00014306646925856683 0.0010835711542260833 -0.00022828615038047485 0.00049499920287685852
leaf_weight=0.0011702756567145969 0.0011108183763852237 0.0010601812270342988 0.0010986670947022948 0.0010933007285424895 0.0016027061774930148 0.0016013600794503365 0.001896684869695033 0.0016590374147207642 0.0013421918296349046 0.0011627801726872655 0.0014286103273196417
leaf_count=612 124 211 472 293 398 841 220 174 107 333 125
internal_value=0 3.10798e-05 7.81815e-05 0.000124066 0.000191942 9.13403e-05 1.16854e-06 0.000125281 0.000296591 0.000482022 0.000170455
internal_weight=0 0.0150563 0.0139962 0.0128975 0.0118042 0.0102015 0.00909066 0.0074893 0.00559262 0.00393358 0.00259139
internal_count=3910 3298 3087 2615 2322 1924 1800 959 739 565 458
is_linear=0
shrinkage=0.00196078


Tree=4025
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 43 0 43
split_gain=3.6694e-05 3.96974e-05 0.000102738 4.97758e-05 8.00117e-05 3.78203e-05 7.86185e-05 2.5994e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.0037249999999999996 -0.07773999999999999 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=-0.02893638371141688 -0.018413071363165178 -0.0070753583065440735 0.026767634496275085 0.013257190213354387 -0.0301937228441467 0.016459973200851994 0.0051330822603557341 -0.0042723207528072423
leaf_weight=0.0011678426143552692 0.0010108945458543331 0.001757906523613795 0.0018316088077678899 0.0016118557307099289 0.0011582096176413958 0.0014474511388338639 0.0016125749120108844 0.0010387457384861019
leaf_count=1202 254 115 604 421 230 276 386 422
internal_value=0 0.00145013 0.0101936 -0.00245506 -0.00639693 -0.00116365 -0.00917692 0.00779792
internal_weight=0 0.0116262 0.00358952 0.00803668 0.00642482 0.00526661 0.00278042 0.0024862
internal_count=3910 3656 719 2937 2516 2286 1588 698
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=12
num_cat=0
split_feature=484 42 43 16 16 160 51 12 4 13 12
split_gain=9.61793e-05 5.01537e-05 6.38321e-05 8.83697e-05 7.77326e-05 0.000101884 0.0001003 0.000105605 0.000118419 7.18716e-05 4.30174e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.17307499999999998 0.15737500000000001 0.011450000000000002 -0.077139999999999986 0.089795000000000014 0.088375000000000023 -0.00072999999999999985 -0.0086549999999999978 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7 -10 -5
right_child=1 2 3 10 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00058388471250155581 -0.00037963638571269945 0.00048102569380728023 -0.00049670130082121516 -0.00058912933150264248 0.0005953381003563137 0.00057208712853639983 0.00070689880199379686 -0.00044349469526052461 0.00030111732874680376 -0.00038869973510218117 -4.501798254860102e-05
leaf_weight=0.0010189887919450904 0.0010071795299174255 0.0013308584150861129 0.0011395833972020096 0.0011364692730174639 0.0011288698611383327 0.001776315566129766 0.001009640267627108 0.0013428459012151447 0.0010062180095153086 0.0013731569628810598 0.0010987088301744963
leaf_count=612 215 164 521 329 216 505 160 687 223 145 133
internal_value=0 4.10845e-05 7.5416e-05 2.63951e-05 0.000115038 4.4142e-05 0.000138844 3.45376e-05 0.000189006 -9.69818e-05 -0.00032167
internal_weight=0 0.0133498 0.0123427 0.0110118 0.00877663 0.00764776 0.00650818 0.00549854 0.00415569 0.00237937 0.00223518
internal_count=3910 3298 3083 2919 2457 2241 1720 1560 873 368 462
is_linear=0
shrinkage=0.00196078


Tree=4027
num_leaves=10
num_cat=0
split_feature=4 0 1 15 157 16 51 151 2
split_gain=2.9883e-05 7.10886e-05 5.10771e-05 4.8689e-05 4.4729e-05 8.04264e-05 9.36237e-05 5.79234e-05 9.72289e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083935000000000023 -0.062769999999999979 -0.055679999999999993 -0.10386999999999998 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 -9
right_child=1 -3 4 -5 5 6 -8 8 -10
leaf_value=-0.016674199508327336 -0.028118031813253088 0.025875541250456064 0.021868805662813316 0.0011591594980598018 -0.0094633573488773475 0.0054804520197399183 -0.03386197545368632 -0.0010808864244950306 0.033159094951905964
leaf_weight=0.0010044809757680266 0.0012150593676740198 0.0010690979498560226 0.0010391384565555392 0.001066710264186475 0.0014577503549422577 0.001152723789791873 0.0012727002661075074 0.0018319664024961805 0.0015153168660267686
leaf_count=176 1056 164 216 843 183 124 400 500 248
internal_value=0 0.00130391 -0.00118576 -0.0144312 0.00246895 -0.000319139 -0.0151638 0.00717397 0.0144196
internal_weight=0 0.0116205 0.0105514 0.00228177 0.0082696 0.00723046 0.00242542 0.00480503 0.00334728
internal_count=3910 3734 3570 1899 1671 1455 524 931 748
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=10
num_cat=0
split_feature=4 0 4 15 15 52 16 16 15
split_gain=2.42799e-05 5.93035e-05 5.58051e-05 3.51174e-05 6.94986e-05 7.81206e-05 6.65413e-05 4.61942e-05 4.36826e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.0063699999999999989 -0.052074999999999989 -0.081429999999999989 -0.088734999999999994 -0.45301499999999995 0.090505000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -5
right_child=1 -3 3 8 -6 6 -8 -9 -10
leaf_value=-0.015048774176601437 -0.023681600455258689 0.021007817425033787 0.022801832715503709 0.018957888924590622 -0.027103009807301306 -0.010034640536949149 -0.022044763358032127 0.017312508783127199 -0.006795693273097269
leaf_weight=0.0010018275159582582 0.0010133075684960443 0.0013343377299238875 0.0012937015526493329 0.0019164403576177047 0.0010166574367330566 0.0011551813085765676 0.0015079119045677894 0.0013274990457866362 0.0010034802304095085
leaf_count=176 498 239 440 515 422 226 428 354 612
internal_value=0 0.00117909 -0.00140619 0.00104172 -0.00315933 0.00144725 -0.00547564 0.00458799 0.0101072
internal_weight=0 0.0115685 0.0102342 0.00922087 0.00630095 0.00528429 0.00399059 0.00248268 0.00291992
internal_count=3910 3734 3495 2997 1870 1448 1008 580 1127
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=9
num_cat=0
split_feature=1375 1 49 42 3 3 15 0
split_gain=2.29323e-05 4.25941e-05 6.02442e-05 5.8339e-05 9.44212e-05 4.52459e-05 7.49625e-05 9.25983e-05
threshold=-1.0000000180025095e-35 0.090355000000000005 -0.020999999999999994 1.0000000180025095e-35 0.10223 -0.115685 -0.0058549999999999991 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 -7 -8
right_child=1 2 3 -5 -6 6 7 -9
leaf_value=-0.013969854589660269 0.011335836541332224 0.027292095813308305 0.028116742699045762 -0.015834540872985876 -0.0056941087299620455 -0.031440574132080054 0.017102381692266914 -0.01759088859503001
leaf_weight=0.0010889737936819336 0.0012960054919888908 0.0011868145932279021 0.00146404827585439 0.0013104855323236428 0.0018950899002643747 0.0011801853795058923 0.0014097184300663852 0.0016935619352854174
leaf_count=180 208 310 357 474 213 959 527 682
internal_value=0 0.00121696 0.00717384 0.00206066 0.00904203 -0.00503562 -0.00998897 -0.00183087
internal_weight=0 0.0114359 0.00585644 0.00466962 0.00335914 0.00557947 0.00428347 0.00310328
internal_count=3910 3730 1354 1044 570 2376 2168 1209
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=9
num_cat=0
split_feature=11 49 52 13 43 457 1 52
split_gain=2.15006e-05 3.0973e-05 8.47753e-05 0.000104248 7.66093e-05 0.000102768 7.98826e-05 5.38396e-05
threshold=0.077330000000000024 0.093425000000000022 0.11401500000000002 -0.094679999999999986 -0.074254999999999988 0.082870000000000013 0.088495000000000018 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.023217213811621229 -0.013027449984664567 0.015908988343387245 -0.02818785657124534 0.023667862763519627 -0.0041280929308760844 0.013175934385854389 -0.037963867030747986 -0.0026509316040375605
leaf_weight=0.001905072607730378 0.0011651565603541048 0.0012767991345896549 0.0010043742372598781 0.0013395774872748667 0.0012752127032888499 0.0011195133391917961 0.00154084564607134 0.0018516548922011555
leaf_count=280 279 521 508 311 804 128 392 687
internal_value=0 0.00123912 -0.000627164 0.00243768 -0.00311692 -0.0124531 -0.0226418 0.00839686
internal_weight=0 0.0113131 0.0100363 0.00903188 0.0071268 0.00393557 0.00281606 0.00319123
internal_count=3910 3631 3110 2602 2322 1324 1196 998
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 15 1 1 3 3
split_gain=9.78382e-05 5.9242e-05 7.39176e-05 7.24807e-05 6.30531e-05 0.000134771 9.90414e-05 0.00010176 0.000171619 5.65698e-05 4.97856e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 1.0000000180025095e-35 0.094890000000000016 0.11198000000000001 0.096385000000000012 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 9 -9 -6 -4
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00059437887333739199 -0.00042539460881603383 0.00046157655264925806 4.0222970187421044e-05 2.8788334122893794e-05 -0.00042057221362575155 0.00093777907014468175 -0.00040995441003042403 0.0010404711699210695 -2.6749178594055913e-05 0.00019203022658344148 -0.0005638382429378442
leaf_weight=0.0010172187875726246 0.001413546601650815 0.001151478508435712 0.0010016466139619162 0.0016099410865331072 0.0012114307415542684 0.0010272250772803979 0.0015414763563887379 0.0010500932382739789 0.0012922018284792463 0.0011110841066068744 0.0011013521846197005
leaf_count=612 556 318 391 235 190 232 521 158 213 31 453
internal_value=0 3.6199e-05 -3.42991e-06 5.10596e-05 0.000128866 0.000382857 2.09399e-05 0.000163328 0.000451705 -0.000127505 -0.000276127
internal_weight=0 0.0135115 0.01236 0.0109465 0.00884345 0.00263717 0.00620629 0.00466481 0.0023423 0.00232251 0.002103
internal_count=3910 3298 2980 2424 1580 467 1113 592 371 221 844
is_linear=0
shrinkage=0.00196078


Tree=4032
num_leaves=10
num_cat=0
split_feature=15 15 15 43 133 42 15 15 4
split_gain=2.59628e-05 5.76286e-05 5.06312e-05 3.37888e-05 6.24009e-05 0.000102156 7.30392e-05 7.16606e-05 9.16484e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.10071499999999999 0.14198000000000002 1.0000000180025095e-35 0.08622500000000001 0.079360000000000014 -0.017214999999999998 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=0.014342230164983261 -0.024204085225393638 0.021964871525007666 -0.014635826877588394 0.015059998520582192 -0.021820462478885003 0.022476763202633573 -0.030370347905509323 -0.0077425502763901911 0.033629556520841111
leaf_weight=0.0011328355589165081 0.0010204530238887627 0.0010107083835201288 0.0018980652033999254 0.0010761815752970165 0.0015551921302446375 0.0015973434254587223 0.0010247965990898304 0.001119899824871538 0.0010259663020898389
leaf_count=317 297 115 331 223 1200 618 469 217 123
internal_value=0 -0.00153549 0.000708585 -0.00160215 -0.00378326 0.000424814 -0.00652457 -0.000481671 0.012038
internal_weight=0 0.0113286 0.0103082 0.00929745 0.00822126 0.00666607 0.00506873 0.00404393 0.00214587
internal_count=3910 3593 3296 3181 2958 1758 1140 671 340
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=9
num_cat=0
split_feature=52 376 43 3 43 1 4 1
split_gain=2.75163e-05 5.45532e-05 6.94604e-05 5.45933e-05 9.07723e-05 6.56915e-05 8.64415e-05 8.08373e-05
threshold=-0.27466499999999994 0.048375000000000008 0.0033500000000000005 -0.08348499999999999 -0.089949999999999988 0.088010000000000019 0.053925000000000008 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=-0.014984983136363811 -0.00092374039526943853 0.02215365456727416 -0.021925262788509595 -0.019992384837121832 0.036339797939431914 -0.0065448734772052489 -0.013871731151554989 0.028971452021720297
leaf_weight=0.0011265625263054318 0.0016193239165227104 0.0011392485002323935 0.0013633492808590953 0.0016461036409025839 0.0010962654121520012 0.0010695128012699964 0.0017481144801098107 0.0015989150100793577
leaf_count=425 444 200 643 793 638 200 308 259
internal_value=0 0.00140531 -0.000925438 0.00233605 0.0141193 -0.00294192 0.00341301 0.0147364
internal_weight=0 0.0112808 0.0101416 0.00877824 0.00271559 0.00606265 0.00441654 0.00266843
internal_count=3910 3485 3285 2642 1082 1560 767 459
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=9
num_cat=0
split_feature=4 151 4 1 2 4 16 52
split_gain=2.51119e-05 3.82119e-05 7.83163e-05 6.49927e-05 5.75602e-05 0.000120146 5.33394e-05 4.40848e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.0021099999999999995 0.094385000000000011 0.10946500000000002 -0.08422499999999998 -0.070594999999999977 0.081680000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -5 -3
right_child=-2 2 3 6 -6 -7 -8 -9
leaf_value=0.01046538515957636 0.010408482444829574 -0.0038557422036874312 -0.036692841246667295 -0.021964411874167058 0.024370219225678443 0.016644067967827976 0.0078889418653521406 -0.032586687538894626
leaf_weight=0.0019869947684583488 0.0019291929456589302 0.0010556849903279612 0.0010890483448025108 0.0012123832708297172 0.0010144155566927278 0.001806500643293497 0.0011819897144143554 0.0010808473947942294
leaf_count=556 472 369 555 110 233 1206 103 306
internal_value=0 -0.00201123 -0.00494825 -0.0164393 0.00312608 -0.00233936 -0.00722721 -0.0183904
internal_weight=0 0.0104279 0.00844087 0.00348342 0.00495745 0.00394303 0.00239437 0.00213653
internal_count=3910 3438 2882 768 2114 1881 213 675
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=10
num_cat=0
split_feature=48 16 15 0 1 47 1 15 52
split_gain=2.64565e-05 6.48097e-05 4.14035e-05 7.02078e-05 0.000102969 5.80595e-05 9.47085e-05 6.78622e-05 5.88184e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.10575999999999998 0.097070000000000004 0.085165000000000018 0.088495000000000018 0.041585000000000004 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -5
right_child=-2 2 3 5 -6 -7 -8 -9 -10
leaf_value=0.023512469049230295 -0.015345962915023893 -0.018489293044718948 -5.3473979373124951e-05 -0.025933737553395893 0.039863048633675902 0.013350850648100269 -0.037010890257697805 0.016722961445929895 0.0051772269359739243
leaf_weight=0.0011801149599732783 0.001037926716708072 0.0012247138286882947 0.0018146286302935591 0.0013767349870264373 0.0010037031063654771 0.001347812687322804 0.0010286662773085257 0.0012090936039717186 0.0010878992313643238
leaf_count=249 161 418 232 755 132 237 590 984 152
internal_value=0 0.00133834 -0.00125429 0.00112581 0.0141621 -0.00494683 -0.0101914 -0.00268173 -0.0122012
internal_weight=0 0.0112734 0.0100933 0.00886854 0.00281833 0.00605021 0.00470239 0.00367373 0.00246463
internal_count=3910 3749 3500 3082 364 2718 2481 1891 907
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=10
num_cat=0
split_feature=52 376 43 4 15 3 150 151 4
split_gain=2.55868e-05 4.79082e-05 5.42328e-05 4.79894e-05 9.54739e-05 6.02323e-05 5.033e-05 9.70414e-05 5.76268e-05
threshold=-0.27466499999999994 0.048375000000000008 0.0033500000000000005 -0.08422499999999998 -0.0063699999999999989 -0.078669999999999976 0.081245000000000026 -1.0000000180025095e-35 0.27020000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.014441704713584226 -0.013168734288221823 0.02098055532276261 -0.01944421334002526 -0.034676798643545372 0.040796254066332825 0.0070956048902023616 0.013359607208447031 -0.013213835376053779 0.017933657778677857
leaf_weight=0.0011238944639261833 0.0016630019584211193 0.0011224396908647563 0.0013506254456634092 0.0010102251244381941 0.0010289566633026369 0.0010944141932262823 0.0014861624287125213 0.0011907638392834206 0.0011852053963527474
leaf_count=425 566 200 643 233 473 284 352 525 209
internal_value=0 0.00139014 -0.000806714 0.00210044 0.00573018 0.0234265 -0.00198186 -0.00871505 0.00232348
internal_weight=0 0.0111318 0.0100094 0.00865873 0.00699573 0.00212337 0.00487236 0.00338619 0.00237597
internal_count=3910 3485 3285 2642 2076 757 1319 967 734
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=10
num_cat=0
split_feature=11 403 13 133 1 13 47 52 16
split_gain=2.25413e-05 2.94965e-05 5.42033e-05 5.55192e-05 9.44003e-05 8.37773e-05 8.19595e-05 0.000148002 5.38866e-05
threshold=0.077330000000000024 0.036225000000000007 0.083175000000000013 0.065880000000000008 0.076710000000000014 -0.084084999999999979 0.09252500000000001 -0.072349999999999984 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -9
right_child=-2 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.032505935721823226 -0.013487779224468597 -0.01492096715589316 0.019727665093855873 0.01452033025060788 0.026447279913432587 -0.02589104065255303 -0.028563107896779457 0.0017712957831937681 0.03362162930815938
leaf_weight=0.0010279344636403053 0.0011331879563039595 0.0010156502786646216 0.0016178430801453971 0.0019543479948905566 0.0010151644562001504 0.0011764718443362638 0.0011362159597460217 0.0010231033390171484 0.0011048062561999636
leaf_count=677 279 447 252 1171 280 182 185 204 233
internal_value=0 0.00132029 0.00296066 -0.00025411 -0.00470749 0.000530083 -0.00539484 0.00257159 0.0183079
internal_weight=0 0.0110715 0.0100559 0.00843804 0.0064837 0.00545576 0.0044406 0.00330438 0.00212791
internal_count=3910 3631 3184 2932 1761 1084 804 619 437
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=10
num_cat=0
split_feature=42 160 52 43 42 15 0 3 12
split_gain=2.38594e-05 5.0815e-05 5.9818e-05 5.47391e-05 6.70525e-05 5.60614e-05 0.000118699 5.11106e-05 3.51477e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.060039999999999989 -0.074254999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -0.18901999999999997 -0.080884999999999985 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 7 5 6 -5 -3 -1
right_child=1 3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0035537279693968037 0.0073222567244225411 0.00482707930019454 -0.024734885304998774 -0.002550121553860394 -0.022211020815696397 -0.0073996377935824148 0.041156946491307703 0.035044151967594965 -0.02252486752143713
leaf_weight=0.0010068661664179128 0.0010270994748973745 0.0011906149398165557 0.0013434296851589796 0.001507759867861086 0.001050728846157146 0.0018437635278693945 0.0010569255475269047 0.0010564562621277916 0.0010618193297680248
leaf_count=167 222 298 818 119 669 247 171 306 893
internal_value=0 0.00195845 -0.0108452 0.005897 0.000489802 0.00590041 0.0154619 0.0190336 -0.00983195
internal_weight=0 0.0100768 0.00237053 0.00770625 0.00545918 0.00440845 0.00256469 0.00224707 0.00206869
internal_count=3910 2850 1040 1810 1206 537 290 604 1060
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=12
num_cat=0
split_feature=484 474 133 133 1 2 3 1 151 4 3
split_gain=0.000151522 9.00708e-05 8.3422e-05 0.000134659 8.68949e-05 0.000125195 0.000182792 0.000115712 0.00010328 8.02783e-05 0.000146325
threshold=-0.0043499999999999988 0.084655000000000022 0.10599500000000002 0.083815000000000014 0.12864500000000004 0.085155000000000022 0.12046500000000002 0.095575000000000007 -0.0088999999999999982 0.0057500000000000008 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 -2 -7 10 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00072052289442471086 -0.00089608945485067826 0.00056825406384283003 -0.00054003153838003441 0.00059901033670248271 0.00039841763307065176 -0.00020796645450183113 -0.00070061973818277032 -7.9249519311110024e-05 0.00067438306430965761 0.00084623576859884622 -0.00034791963139570907
leaf_weight=0.0010535199639235262 0.0012504339783136684 0.0011832378024491273 0.0010031643555223338 0.0014922080241510883 0.0015248521897720706 0.0015222814512738944 0.00102142949184994 0.0014283877231628011 0.0011420094390024863 0.0010849378768903808 0.0010182597177416221
leaf_count=612 567 318 460 446 213 169 84 179 226 208 428
internal_value=0 5.12092e-05 2.21904e-06 4.95831e-05 -3.24637e-05 -0.000110056 5.21298e-05 -0.000460538 0.000213406 0.000411065 0.000192513
internal_weight=0 0.0136712 0.012488 0.0114848 0.00999259 0.00846774 0.00578892 0.00267882 0.00476749 0.00324521 0.00216027
internal_count=3910 3298 2980 2520 2074 1861 1115 746 1031 862 654
is_linear=0
shrinkage=0.00196078


Tree=4040
num_leaves=11
num_cat=0
split_feature=158 50 47 4 484 51 42 43 4 0
split_gain=6.873e-05 5.22205e-05 6.09743e-05 0.000100333 6.51175e-05 0.000108944 7.78329e-05 0.000108466 0.000108709 7.73052e-05
threshold=0.085745000000000002 0.088425000000000017 0.11939500000000002 0.25367000000000006 0.085515000000000022 -0.032189999999999989 -1.0000000180025095e-35 -0.078079999999999997 0.0057500000000000008 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10 -11
leaf_value=-0.00062278559839288867 -0.00049568555068642706 -0.00034219761455193471 -0.00037282900208495404 0.00051612702110915242 0.00048538935359186225 -0.0004159785295500851 0.00058653949022814179 -0.00065489052760307027 0.00035939686846710845 5.4905557669133532e-05
leaf_weight=0.0010396164399311099 0.0010073535478344097 0.0012708413393657967 0.0010607245639912511 0.0020023467498694924 0.001063363351561257 0.0011091213681571135 0.0015888653630578434 0.0011477944493532791 0.0017070690617051396 0.0012137715781035084
leaf_count=381 410 668 95 375 271 610 379 525 115 81
internal_value=0 3.56606e-05 7.59028e-05 0.000119683 3.01848e-05 -3.1823e-05 5.89718e-05 0.000152083 -1.75788e-05 -0.000290077
internal_weight=0 0.0132035 0.0119327 0.0108719 0.0088696 0.00780624 0.00676662 0.0056575 0.00406864 0.00236157
internal_count=3910 3500 2832 2737 2362 2091 1710 1100 721 606
is_linear=0
shrinkage=0.00196078


Tree=4041
num_leaves=12
num_cat=0
split_feature=484 474 160 42 151 4 4 42 3 4 13
split_gain=0.000138728 6.54585e-05 6.92614e-05 9.05561e-05 8.49073e-05 8.88476e-05 0.00015623 6.66636e-05 7.8121e-05 4.03897e-05 2.13467e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.086325000000000013 0.045635000000000002 -0.081189999999999984 -0.086984999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 7 8 -6 -4 -7
right_child=1 -3 3 4 5 10 -8 -9 -10 -11 -12
leaf_value=-0.00070445688101329347 -0.00040838714903805964 0.00049318391743268636 -2.9876144478047801e-05 -0.00022684159557291887 0.00089833847142069408 0.0003883215577655022 -0.0004457167793985563 -7.8841743607740677e-05 0.00018781461694547877 -0.00057677776684747256 0.00079083051481953332
leaf_weight=0.001023846720486739 0.0013976269931178795 0.0011426972405175579 0.0010028027678835334 0.0018897447145119995 0.0010757383619693418 0.001023828407213415 0.0014321877584946847 0.0010914199024125793 0.0013310960607179068 0.0010764996269070496 0.0010026754042265652
leaf_count=612 556 318 409 315 219 137 165 498 94 435 152
internal_value=0 4.42401e-05 2.61216e-06 5.51862e-05 0.000141728 0.000241844 9.97835e-05 0.000323112 0.000505384 -0.000313019 0.000587475
internal_weight=0 0.0134663 0.0123236 0.010926 0.00884669 0.00695695 0.00493044 0.00349825 0.00240683 0.0020793 0.0020265
internal_count=3910 3298 2980 2424 1580 1265 976 811 313 844 289
is_linear=0
shrinkage=0.00196078


Tree=4042
num_leaves=11
num_cat=0
split_feature=484 3 42 160 160 4 12 3 2 2
split_gain=7.31086e-05 5.30932e-05 3.98608e-05 5.9403e-05 6.33003e-05 6.80559e-05 0.000126293 9.25597e-05 0.000112643 8.79668e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.097204999999999986 0.090735000000000024 -0.082384999999999986 -0.083329999999999987 0.086935000000000012 -0.078884999999999997 0.10796500000000002 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -7 9 -9
right_child=1 2 3 -5 5 7 -8 8 -10 -11
leaf_value=-0.00051016099436810799 0.00043462016365011861 -0.00038769431239623259 -0.00033556524870894712 -0.00039446192227992531 0.00090910802572336631 -0.00042270530972401092 -4.1060341459533219e-06 0.00012378667451802241 -0.00027335637028976282 0.00082408504569357664
leaf_weight=0.0010907086051647379 0.0010801905408336842 0.0010318676650931191 0.001296492204178319 0.0012058149728355208 0.0010719189469145128 0.0013970516070623568 0.0012744809677373084 0.0019047106699676001 0.0015558327348763664 0.0010810207968662278
leaf_count=627 225 230 550 194 204 752 218 349 346 215
internal_value=0 1.851e-05 -1.95195e-05 1.56984e-05 6.73164e-05 0.000130362 0.000413083 1.86564e-05 0.000154426 0.000377338
internal_weight=0 0.0128994 0.0118192 0.0107873 0.00958151 0.00828502 0.0023464 0.00593862 0.00454156 0.00298573
internal_count=3910 3283 3058 2828 2634 2084 422 1662 910 564
is_linear=0
shrinkage=0.00196078


Tree=4043
num_leaves=11
num_cat=0
split_feature=484 133 42 133 13 15 160 4 0 1
split_gain=0.000178378 9.46266e-05 0.000104127 0.000126987 9.58014e-05 0.000230836 9.57668e-05 0.000171789 0.00011369 0.000129838
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 0.00079000000000000012 1.0000000180025095e-35 -0.082234999999999989 -0.00072999999999999985 -0.13027499999999997 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00079207384890912249 -0.00041258815256490171 -0.00052152209005206125 -0.00040284343462593735 0.00069558202439132537 0.0004803465729525658 -0.00066981469159324602 0.00073351735024882792 0.0006585447157050967 -0.0004513691274338383 -0.00025761155014113397
leaf_weight=0.0010437568119501259 0.0013951774422818778 0.0010384181232988314 0.0010216982142708941 0.0014574864584823667 0.0018490059452519877 0.0016495212732956554 0.001879961127793494 0.0013704743180263678 0.0013371532795381853 0.0010506933847326642
leaf_count=612 351 481 213 474 372 673 254 101 291 88
internal_value=0 4.80866e-05 9.3547e-05 0.000154338 7.66833e-05 -1.31387e-05 0.000149505 0.000249594 7.52947e-06 0.000260968
internal_weight=0 0.0140496 0.0130112 0.011616 0.0101585 0.0083095 0.00665998 0.00563828 0.00375832 0.00242117
internal_count=3910 3298 2817 2466 1992 1620 947 734 480 189
is_linear=0
shrinkage=0.00196078


Tree=4044
num_leaves=13
num_cat=0
split_feature=484 403 457 11 160 4 12 4 42 150 2 2
split_gain=0.000184813 0.00019402 0.000104478 0.000126296 0.000125574 0.000119146 0.000143681 0.000112844 0.000116421 8.77359e-05 8.1184e-05 6.84188e-05
threshold=-0.0043499999999999988 0.087440000000000004 -0.0034949999999999994 0.077330000000000024 -0.082384999999999986 -0.0010999999999999996 0.084100000000000022 0.25367000000000006 0.060615000000000009 0.08826500000000001 0.097940000000000013 0.093240000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 11 8 9 -7 -8 -6
right_child=1 -3 3 -5 5 7 10 -9 -10 -11 -12 -13
leaf_value=-0.00075032747212263229 -0.00046115342943237075 -0.00078080456508329988 -0.00033726865417603891 -0.00043678195844886462 0.0012277258934156683 -0.00055579053116420129 -5.2543914755955833e-05 0.000536067795537644 0.00046823415473683813 0.00016407415114642293 0.00062575078049676304 0.00052946243226892548
leaf_weight=0.0011918962117179717 0.0011305665861167076 0.001005346953615204 0.0013622241543505996 0.0012334072785154223 0.0011328135438026274 0.0017875358632229647 0.0016699717880382949 0.0015873008617863266 0.0010625533036553933 0.0010237194282002871 0.0011425722588292234 0.0010300898432327012
leaf_count=612 196 322 496 231 161 222 869 322 135 37 153 154
internal_value=0 5.15412e-05 0.000110625 0.000160228 0.000222638 0.000295719 0.000515209 9.57489e-05 -8.46727e-05 -0.000293652 0.000223008 0.000895176
internal_weight=0 0.0151681 0.0141628 0.0130322 0.0117988 0.0104366 0.00497545 0.00546111 0.00387381 0.00281126 0.00281254 0.0021629
internal_count=3910 3298 2976 2780 2549 2053 1337 716 394 259 1022 315
is_linear=0
shrinkage=0.00196078


Tree=4045
num_leaves=10
num_cat=0
split_feature=15 15 49 160 2 16 13 0 13
split_gain=2.41339e-05 5.38927e-05 4.47525e-05 3.87187e-05 8.83137e-05 0.000107397 0.000113529 0.000103059 0.000119614
threshold=-0.24219999999999997 -0.11739999999999999 0.0047850000000000011 0.090735000000000024 0.10362500000000001 -0.15168999999999996 0.0024700000000000004 -0.077944999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.013859992204655294 -0.023598364286008915 0.034259857720019958 0.020123040829408995 -0.019392636673186723 -0.017681280233915277 -0.028085137532933947 -0.02799485244890168 0.031561234096357589 0.015344418151265041
leaf_weight=0.001127914080538482 0.00100358309176853 0.0011496185959261841 0.0010615358220796489 0.0010754087673931221 0.0019587876322899661 0.0011009959583964928 0.0011007287473570933 0.0012843757802595834 0.0014957125987687028
leaf_count=317 297 131 587 240 441 1034 295 470 98
internal_value=0 -0.00148465 0.000685349 -0.00156587 0.000803793 0.00670916 0.000351471 0.00839088 -0.00306957
internal_weight=0 0.0112307 0.0102272 0.00916563 0.00809022 0.00613143 0.00498181 0.00388108 0.00259671
internal_count=3910 3593 3296 2709 2469 2028 1897 1602 1132
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=12
num_cat=0
split_feature=484 42 43 3 3 484 49 47 4 4 4
split_gain=7.62327e-05 5.84097e-05 8.12229e-05 8.51409e-05 0.000122426 6.85911e-05 8.54982e-05 0.000106556 0.00012763 6.10508e-05 0.000156716
threshold=-1.0000000180025095e-35 -0.10770999999999999 -0.074254999999999988 -0.078669999999999976 -0.10628499999999998 0.085815000000000016 0.093425000000000022 0.08801500000000001 0.0057500000000000008 -0.077679999999999985 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 10 -4
right_child=1 2 5 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00050195013822014489 -0.00042050242767175652 0.00055233119979273138 -0.00063050921779799819 0.00067686880464337695 -0.00033157349150738036 0.00039981371094478091 0.00039826210942019998 -0.00077086310705291536 0.0003507077381140103 -0.00068759505665994371 0.00042858983804860051
leaf_weight=0.0011063258148359149 0.0010042785617620292 0.0011248728257903361 0.0011122264665256315 0.0014720019865569825 0.0012971990771565136 0.0011766289836463561 0.0010734558442726761 0.0010471870227824909 0.0017119496915406771 0.0010959482493447083 0.0010388941981734614
leaf_count=627 213 139 141 391 554 207 226 121 286 454 551
internal_value=0 3.39624e-05 7.15258e-05 0.00030496 7.89347e-05 -3.85734e-05 -0.000111433 -0.000202528 -8.25131e-05 -0.00031092 -0.000119012
internal_weight=0 0.0131546 0.0121504 0.00389407 0.00242207 0.00825629 0.00707966 0.00600621 0.00495902 0.00324707 0.00215112
internal_count=3910 3283 3070 1084 693 1986 1779 1553 1432 1146 692
is_linear=0
shrinkage=0.00196078


Tree=4047
num_leaves=9
num_cat=0
split_feature=4 42 0 52 13 15 48 4
split_gain=2.22165e-05 3.52154e-05 4.78975e-05 0.000135447 9.86608e-05 7.35905e-05 8.53242e-05 8.58447e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 -0.092854999999999979 -0.028919999999999998 0.085285000000000014 0.087235000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -5
right_child=-2 -3 4 5 -6 -7 -8 -9
leaf_value=-0.035241155615338075 0.010238518398256544 -0.016968319700366177 -0.0077033687394527572 0.031183387521345876 0.035367717596755201 -0.021241618990359964 -0.011407436933657943 -0.0013751921037675524
leaf_weight=0.0011343835628418028 0.0017842094689464469 0.0013407954414675185 0.0010786069655781549 0.0018424231237598699 0.0010491227288971965 0.0010725883044909691 0.001579455251477976 0.0014448882116461753
leaf_count=451 441 711 58 643 230 721 314 341
internal_value=0 -0.00182759 0.000378649 -0.00357831 0.0135338 0.00246911 0.00769473 0.0168728
internal_weight=0 0.0105423 0.00920147 0.00707374 0.00212773 0.00593935 0.00486677 0.00328731
internal_count=3910 3469 2758 2470 288 2019 1298 984
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=10
num_cat=0
split_feature=159 1 484 2 3 151 4 3 1
split_gain=2.23755e-05 3.90645e-05 6.15217e-05 7.07934e-05 6.14448e-05 6.79937e-05 9.21078e-05 4.72999e-05 3.31537e-05
threshold=-0.034019999999999988 0.12958500000000003 0.085515000000000022 0.082715000000000025 0.12046500000000002 -0.0088999999999999982 0.0057500000000000008 -0.082139999999999977 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 7 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.01409066177162616 -0.031918260670244288 0.018467867503448008 0.02072086411010525 -0.010657968497759449 -0.018194883561214251 0.014787026645355278 0.036373981906625878 -0.013025833206287885 -0.0076318431220493092
leaf_weight=0.0010418865908129642 0.0010499812113001984 0.0011767346449352368 0.0011743369099027927 0.0016426690810716076 0.0012694797496889121 0.0014166458835136689 0.0012137709530686265 0.0010758085443124917 0.0012096561718235696
leaf_count=520 478 298 309 335 100 733 384 501 252
internal_value=0 0.00122881 -0.000789208 -0.00363445 0.00158329 0.00627734 0.0137834 0.00278227 -0.018917
internal_weight=0 0.0112291 0.0100523 0.00887801 0.00661837 0.00534889 0.00370623 0.00249245 0.00225964
internal_count=3910 3390 3092 2783 2053 1953 1618 1234 730
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=10
num_cat=0
split_feature=158 50 156 42 43 0 4 47 0
split_gain=2.25364e-05 4.86734e-05 5.50348e-05 5.04887e-05 6.35426e-05 0.000120367 7.08608e-05 0.000171365 7.3821e-05
threshold=0.081110000000000015 0.088425000000000017 0.084330000000000016 -1.0000000180025095e-35 -0.074254999999999988 -0.070894999999999986 0.0057500000000000008 0.089345000000000022 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -6
right_child=-2 -3 -4 4 6 -7 7 -9 -10
leaf_value=-0.0093278880041510245 -0.014410931862957119 -0.018869341260603287 -0.017113789962323066 0.0020406796704154884 -0.027858282066800601 0.049368523314507695 0.033515781529658888 -0.017509231508987498 0.0081239891984043553
leaf_weight=0.0017278862992854988 0.0010048402109572906 0.0010888480367345502 0.0011602083168822828 0.0011547671283084686 0.0011170573432026313 0.0010050953072415669 0.001743020278873182 0.0010575417753529992 0.0011646060646148956
leaf_count=727 463 663 480 424 561 147 267 85 93
internal_value=0 0.00122128 0.00338073 0.00603156 0.00969616 0.0240648 0.00358974 0.0142478 -0.00949222
internal_weight=0 0.011219 0.0101302 0.00896997 0.00724209 0.00215986 0.00508223 0.00280056 0.00228166
internal_count=3910 3447 2784 2304 1577 571 1006 352 654
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=13
num_cat=0
split_feature=484 15 151 43 43 51 13 2 3 1 47 16
split_gain=0.000185706 6.01283e-05 6.73692e-05 6.25265e-05 7.6769e-05 7.21217e-05 6.28587e-05 6.90626e-05 6.81784e-05 5.87518e-05 8.64942e-05 5.46868e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.088294999999999985 -0.074254999999999988 0.0016850000000000001 0.08482000000000002 -0.003375 0.084235000000000018 -0.100615 0.087545000000000026 0.082930000000000018 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 9 7 -4 -8 -5 -11 -6
right_child=1 2 3 4 11 -7 8 -9 -10 10 -12 -13
leaf_value=-0.00080336484226301637 0.00049976945679451319 0.00044963066032593734 0.00075274498373250026 -0.00084828874634620738 -0.00013911801921027137 8.2970409143694619e-05 0.00025987328263888808 6.6034899737087363e-05 -0.000454796824664443 7.8027763876981678e-05 -0.00070179805260608258 0.0004651298514383185
leaf_weight=0.0010516814609556552 0.0010626054525886977 0.0012290100811587499 0.0010241372652918376 0.0010121184657703674 0.0012436372787001256 0.0013488156128415073 0.0010247342686927315 0.0012506659375740511 0.0010281108491068799 0.0011989868352355174 0.0010053404553803866 0.0010724328030599938
leaf_count=612 291 232 232 606 470 192 145 366 229 345 86 104
internal_value=0 5.20747e-05 1.38271e-05 -3.39566e-05 -0.000150093 -0.000297606 0.00015071 0.000375198 -9.80495e-05 -0.0004572 -0.000277632 0.000140673
internal_weight=0 0.0135006 0.012438 0.011209 0.00688133 0.00456526 0.00432765 0.0022748 0.00205285 0.00321645 0.00220433 0.00231607
internal_count=3910 3298 3007 2775 1803 1229 972 598 374 1037 431 574
is_linear=0
shrinkage=0.00196078


Tree=4051
num_leaves=10
num_cat=0
split_feature=52 52 1 160 42 12 52 4 4
split_gain=2.31417e-05 4.98297e-05 8.76117e-05 5.2339e-05 6.38177e-05 5.72394e-05 7.54596e-05 2.4874e-05 1.51072e-05
threshold=-0.27466499999999994 -0.048794999999999991 0.097480000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012 -0.0053799999999999985 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -3 -5 6 8 -2 -6
right_child=1 3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.013826383675946139 -0.011511514239854305 -0.019453501297618615 0.034684760404363961 -0.019814998255502939 -0.0081643866052289096 -0.0093650391374384464 0.02983546225166982 0.010653492121700808 0.0091028862932810064
leaf_weight=0.0011100295094110474 0.001004519875687172 0.0015381021920616508 0.0011032220172871431 0.0011904229028309064 0.001022844585204504 0.0016810736063444893 0.0015250852390015796 0.0010208167189862617 0.0010040683139071549
leaf_count=425 305 924 305 695 206 380 302 155 213
internal_value=0 0.00131778 0.0120109 -0.00288414 0.00108338 0.00583736 0.0130323 -0.000339836 0.000389272
internal_weight=0 0.0110902 0.00312856 0.0079616 0.00642349 0.00523307 0.003552 0.00202534 0.00202691
internal_count=3910 3485 765 2720 1796 1101 721 460 419
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=9
num_cat=0
split_feature=48 4 42 124 133 15 1 2
split_gain=2.33792e-05 5.50438e-05 6.27065e-05 5.23297e-05 0.00012325 0.000107624 8.98137e-05 6.4282e-05
threshold=0.11930500000000001 0.28937500000000005 0.091955000000000023 -0.0076699999999999989 0.083815000000000014 -1.0000000180025095e-35 0.094695000000000015 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=-0.019076359705935853 -0.014496759482996177 0.020184566201531355 -0.022223560273399667 -0.0045895722454179387 0.031665321238278893 -0.0024704973412041312 0.029381837848826066 -0.032269893105678064
leaf_weight=0.0010583465972569444 0.0010259168079918045 0.0013529187087942497 0.0012531042071352886 0.0016402829793954136 0.0013800531630632591 0.0017115742051733137 0.0014808373150469109 0.0012544499572019587
leaf_count=187 161 388 664 498 737 771 188 316
internal_value=0 0.00127944 -0.00133617 0.00173391 0.00468341 -0.00143382 0.0115284 -0.0150739
internal_weight=0 0.0111316 0.00977865 0.00852554 0.0074672 0.00608714 0.00312112 0.00296602
internal_count=3910 3749 3361 2697 2510 1773 686 1087
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=10
num_cat=0
split_feature=124 484 160 16 2 1 16 1 12
split_gain=2.56369e-05 2.92219e-05 7.57179e-05 6.1877e-05 5.84895e-05 4.61759e-05 0.000113355 6.16655e-05 9.15614e-05
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 0.032820000000000009 0.098195000000000018 0.10113500000000002 -0.27337499999999998 0.089455000000000021 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 8 -4
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=0.014817103898428871 -0.026379435116514756 0.012486094889240329 0.022300892837809522 -0.029273913654321762 0.0010450035441037526 -0.0074822569312066149 0.038252026596532582 -0.021021132141908254 -0.015784259685979265
leaf_weight=0.0010589810300110488 0.0012464822593179414 0.001320688564462962 0.0015898076615625863 0.0011834475381895084 0.0013762032509942335 0.0010043271220887009 0.0011771612972440323 0.0010984870046486673 0.0010469522530752104
leaf_count=310 742 438 435 264 298 199 171 260 793
internal_value=0 -0.00147106 -0.00336691 1.71643e-05 -0.0129729 0.00563681 0.0171966 -0.00111443 0.0071788
internal_weight=0 0.0110436 0.00972287 0.00847639 0.00255965 0.00591674 0.00218149 0.00373525 0.00263676
internal_count=3910 3600 3162 2420 562 1858 370 1488 1228
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=11
num_cat=0
split_feature=11 48 0 1 51 15 16 3 0 49
split_gain=9.1996e-05 6.06014e-05 0.000145871 0.000119007 6.41669e-05 8.52385e-05 9.35967e-05 7.75494e-05 0.000113571 1.69138e-08
threshold=0.081005000000000008 0.016865000000000002 -0.18901999999999997 0.091655000000000014 -0.09021499999999999 -1.0000000180025095e-35 -0.15168999999999996 -0.089974999999999986 -0.083424999999999985 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 -1 6 -6 -7 -9 -3
right_child=-2 2 3 -5 5 7 -8 8 -10 -11
leaf_value=0.00026917764369247216 -0.0005794684581329184 -0.00014958832877372499 0.00013896376735907765 0.0010771327323289403 -2.7037601739442436e-05 -0.00037691296865941372 -0.00081139208497814895 0.00055345602585030575 -0.00016717448254364189 -0.00013819299698259501
leaf_weight=0.0018681312529980395 0.0010065857863495566 0.0010023340702147721 0.001063785953735233 0.0010166498541692216 0.0010981494123438213 0.001398063626838154 0.0012515389683822561 0.0015896020262918149 0.0017849699780166485 0.0010007880820388504
leaf_count=402 233 49 337 274 351 356 662 465 714 67
internal_value=0 3.57013e-05 0.00023378 0.00059742 -5.42682e-05 -0.000139106 -0.000444816 1.14036e-05 0.000172281 -0.000143895
internal_weight=0 0.013074 0.00408356 0.00208044 0.00899046 0.00712232 0.00234969 0.00477264 0.00337457 0.00200312
internal_count=3910 3677 727 611 2950 2548 1013 1535 1179 116
is_linear=0
shrinkage=0.00196078


Tree=4055
num_leaves=9
num_cat=0
split_feature=14 15 133 42 2 16 2 1
split_gain=2.69854e-05 4.27631e-05 3.75767e-05 8.52201e-05 6.26956e-05 0.000100901 7.95433e-05 0.000118912
threshold=-1.0000000180025095e-35 -0.106555 -0.083144999999999983 -1.0000000180025095e-35 0.095040000000000013 -0.071799999999999989 0.086650000000000019 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.014653878543376856 0.015785000465574957 0.016925017183756549 -0.026865052569438653 -0.021954660063152092 -0.033541253837867067 0.0039776770092317263 0.02837167283232014 0.023430061225246865
leaf_weight=0.0011450265482063132 0.0017548280951979163 0.0010120083398269053 0.0013109132009664938 0.0012917239018226541 0.0011203285650185466 0.0019900032747857906 0.0014154084532940411 0.0010438232861061203
leaf_count=196 505 486 656 589 226 457 525 270
internal_value=0 0.00148128 -0.00125173 -0.00350265 0.00096095 -0.00953649 0.00966553 -0.00167092
internal_weight=0 0.010939 0.00918421 0.0081722 0.00686129 0.00311033 0.00375096 0.00233555
internal_count=3910 3714 3209 2723 2067 683 1384 859
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=14
num_cat=0
split_feature=484 43 484 42 0 0 16 2 0 1 43 15 42
split_gain=0.000159784 9.75699e-05 0.000122138 0.000143125 0.000160745 0.000118235 0.000124631 0.00016232 0.00011205 0.000106993 0.000101017 7.94084e-05 5.38051e-05
threshold=-0.0043499999999999988 0.16180500000000003 0.088645000000000015 -0.10770999999999999 -0.077944999999999987 -0.099024999999999988 -0.014099999999999998 0.113945 -0.23029999999999998 0.094385000000000011 -0.074254999999999988 0.083935000000000023 0.091025000000000009
decision_type=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 12 -7 -6
right_child=1 -3 -4 4 10 11 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0007274491874884935 -0.00055861703246723514 -0.00054308519542545437 -0.00053701287767191519 0.00077826984999185517 0.001150958441339662 -0.00075063757564084192 0.00079711787720957567 -0.0005105573635728446 -0.00044433088310607503 0.00042059670926766052 0.00019259716371211179 2.3719262589983409e-05 0.00051893217403568349
leaf_weight=0.00110745314192224 0.0010323774706487284 0.0010127662013336087 0.0011087331659666829 0.0011537183350665003 0.0010018385722249483 0.0010235899828755102 0.0010441235333548942 0.0014051797466813048 0.0010139830672131339 0.0012013118903534334 0.0018344249921044106 0.0010130565254343644 0.0010719767154466311
leaf_count=612 186 252 321 57 198 483 119 122 156 96 597 585 126
internal_value=0 4.44935e-05 8.72917e-05 0.000141388 0.000202822 4.1143e-05 0.000183471 4.92655e-05 0.000282762 2.47027e-05 0.000527773 -0.000365462 0.000824257
internal_weight=0 0.0149171 0.0139043 0.0127956 0.0117632 0.00785496 0.00581832 0.00477419 0.00336901 0.00221529 0.00390824 0.00203665 0.00207382
internal_count=3910 3298 3046 2725 2539 1618 550 431 309 252 921 1068 324
is_linear=0
shrinkage=0.00196078


Tree=4057
num_leaves=9
num_cat=0
split_feature=39 42 403 2 13 160 13 16
split_gain=2.41449e-05 4.87448e-05 4.8836e-05 7.74263e-05 9.05064e-05 7.92487e-05 5.43934e-05 4.63885e-05
threshold=0.005105000000000001 0.091955000000000023 0.03138500000000001 0.089785000000000018 -0.091849999999999987 0.069910000000000014 -1.0000000180025095e-35 -0.10064999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.031522258809909255 0.011022924798093281 -0.019986479561480332 0.020822121771736195 0.024423496202126398 0.0009934550508765743 0.018305596670244735 -0.003855360024089149 -0.027666053220770953
leaf_weight=0.0011707294694144024 0.0016932434688866861 0.0012975808442352637 0.0010679034136406142 0.0016964214686827784 0.0010431906417999583 0.0010866607539660005 0.0018080182070262158 0.0012314808944521468
leaf_count=1043 459 669 349 198 177 163 354 498
internal_value=0 -0.00185368 0.000730644 -0.00193914 0.00559352 -0.00390972 -0.0147292 -0.0145225
internal_weight=0 0.010402 0.0091044 0.0080365 0.00505775 0.00336133 0.00297875 0.00227467
internal_count=3910 3451 2782 2433 1036 838 1397 675
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=10
num_cat=0
split_feature=158 50 156 1 15 43 2 4 13
split_gain=2.25498e-05 3.54527e-05 3.97414e-05 5.47759e-05 7.08393e-05 6.15513e-05 4.93328e-05 5.8457e-05 6.45272e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084330000000000016 0.12730000000000002 -0.11739999999999999 -0.15648499999999999 0.10457000000000001 0.0057500000000000008 -0.0101
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.021218717881980008 -0.014129504228930612 -0.01631719593692758 -0.014326825511832173 0.026311397338118599 0.027940105428459885 0.016506289676406063 -0.011506002543193214 0.025970511866935671 -0.015994375849623231
leaf_weight=0.0010884765167995776 0.0010390609913807766 0.0010369022204615727 0.0011555487259821617 0.0010964521481146875 0.0010975064362705386 0.0011718108027889802 0.0018138534757441644 0.0012748239369076821 0.0012761707464420625
leaf_count=239 488 655 479 211 156 746 348 200 388
internal_value=0 0.00128149 0.00311094 0.00539578 0.0024262 0.00630566 0.00201716 0.00860602 -0.000436811
internal_weight=0 0.0110115 0.00997464 0.00881909 0.00772264 0.00663417 0.00553666 0.00372281 0.00244798
internal_count=3910 3422 2767 2288 2077 1838 1682 1334 1134
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=12
num_cat=0
split_feature=158 14 48 49 2 40 3 150 13 43 13
split_gain=6.07829e-05 5.15776e-05 6.77377e-05 0.000128233 9.73396e-05 0.000151473 0.000128338 0.00010919 0.000102642 8.41145e-05 0.00013525
threshold=0.085745000000000002 -0.13131999999999996 0.11930500000000001 0.0047850000000000011 0.11290500000000002 -1.0000000180025095e-35 0.099570000000000006 0.085360000000000005 0.0024700000000000004 -0.074254999999999988 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 -7 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00039190931038949868 -0.00047155638090805969 -0.0007507374828224847 -0.00039954869523853434 0.00074037366647583189 0.00051404026452339365 0.00058358660221032445 0.00070548689122589491 -0.00062355822719370544 -0.00040665574961230226 -0.0004950936958700178 0.00042567045437519438
leaf_weight=0.0010313005381370052 0.0010045828612835995 0.0010148077173166665 0.0010969715937867745 0.0011192495992518045 0.0014236088147863797 0.0015410459130471769 0.0010129322031910476 0.0010505839247103715 0.0013175957049980126 0.0011413845495883239 0.0013257475793526476
leaf_count=154 410 178 147 613 247 452 100 172 367 899 171
internal_value=0 2.89407e-05 6.49774e-05 0.000111527 3.99089e-05 -4.04063e-05 5.71469e-05 -4.58467e-05 6.8115e-05 0.000224185 -3.08342e-07
internal_weight=0 0.0130752 0.0120439 0.010947 0.00982771 0.0084041 0.00738929 0.00637636 0.00532577 0.00400818 0.00246713
internal_count=3910 3500 3346 3199 2586 2339 2161 2061 1889 1522 1070
is_linear=0
shrinkage=0.00196078


Tree=4060
num_leaves=11
num_cat=0
split_feature=158 50 47 4 12 12 42 151 4 2
split_gain=6.80212e-05 5.9128e-05 6.65905e-05 0.000108093 7.5988e-05 0.000120364 6.8084e-05 8.09484e-05 0.000214728 1.08315e-05
threshold=0.084965000000000027 0.088425000000000017 0.11939500000000002 0.25367000000000006 0.10129000000000001 0.093125000000000013 0.085545000000000024 -0.0074049999999999993 -0.017449999999999997 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.00044485151653685627 -0.00049419139805045712 -0.0003704194497253141 -0.0003971194910215294 0.00053470165099739136 -0.00044259917861411195 0.00070079218456783735 -0.0004521029674760819 0.00021861795641148606 -0.00057490646518279075 0.00049926308347647357
leaf_weight=0.0016952042779074766 0.0010044362906203178 0.0012507855061266561 0.0010368363723969208 0.0020005308197374892 0.0011392710933227686 0.0010992478028479385 0.0010723077960541824 0.0011170838910172128 0.0017606346630395396 0.0010038783872979638
leaf_count=273 423 667 95 365 282 356 554 330 297 268
internal_value=0 3.51601e-05 7.77004e-05 0.000122916 3.02261e-05 9.97474e-05 3.81167e-07 8.73849e-05 -6.87311e-05 0.000351451
internal_weight=0 0.0131758 0.011925 0.0108882 0.00888763 0.00774836 0.00664911 0.0055768 0.0038816 0.00212096
internal_count=3910 3487 2820 2725 2360 2078 1722 1168 895 598
is_linear=0
shrinkage=0.00196078


Tree=4061
num_leaves=9
num_cat=0
split_feature=1 4 151 4 4 1 15 2
split_gain=2.20962e-05 4.09218e-05 3.4535e-05 8.14484e-05 5.20051e-05 6.76132e-05 5.62061e-05 2.29769e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.087654999999999983 0.27223000000000003 -0.077679999999999985 0.094385000000000011 -0.053579999999999996 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 -6 -7 -1
right_child=2 -3 3 -5 5 6 -8 -9
leaf_value=-0.0070262706564943201 0.019402886201657223 -0.017957527472965133 0.010806304416236178 0.022434871954693514 -0.030732175436568022 0.0094405943654204908 -0.018051951592698377 0.013559243555887071
leaf_weight=0.0011370957333272915 0.0010967857160787617 0.0016897840383125768 0.0015527821603313098 0.0013516516456066122 0.0011953028331200752 0.0016933809878510468 0.0013258546244440102 0.0010364133183595609
leaf_count=412 164 1554 531 384 318 298 207 42
internal_value=0 -0.00628503 0.00288504 0.000340214 -0.00483798 -0.0106019 -0.00263237 0.0027897
internal_weight=0 0.00386329 0.00821576 0.00711897 0.00576732 0.00421454 0.00301924 0.00217351
internal_count=3910 2008 1902 1738 1354 823 505 454
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=10
num_cat=0
split_feature=11 157 160 133 13 13 4 49 16
split_gain=2.31819e-05 3.00337e-05 7.7598e-05 0.000131278 5.29111e-05 6.54001e-05 5.27856e-05 6.09921e-05 2.17906e-05
threshold=0.077330000000000024 -0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 -0.37340499999999993 -0.0017649999999999999 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 8 -8 -6
right_child=-2 2 3 4 6 -7 7 -9 -10
leaf_value=0.017065194745658045 -0.013783961542995242 -0.021561884208524451 -0.029627880341734733 0.0035193065841026294 0.025444253063310218 0.038530238966997574 -0.021237300655439429 0.0068351899946457184 0.0047116422318982769
leaf_weight=0.001095182969869231 0.0011143438871664977 0.0014723149213489188 0.0010556674746048421 0.0010480634231070322 0.0010266760189827813 0.0010868207517116257 0.001379428529660364 0.0017632389484552235 0.00100142047239178
leaf_count=471 279 810 810 112 493 259 139 309 228
internal_value=0 0.00135682 -0.00039264 0.00333498 0.00809812 0.0213426 0.0026298 -0.00548682 0.015207
internal_weight=0 0.0109288 0.00983363 0.00836132 0.00730565 0.00213488 0.00517076 0.00314267 0.0020281
internal_count=3910 3631 3160 2350 1540 371 1169 448 721
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=9
num_cat=0
split_feature=1 0 133 47 15 151 51 1
split_gain=2.20691e-05 3.97814e-05 5.93073e-05 2.8608e-05 4.90886e-05 6.54028e-05 7.80774e-05 2.38769e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.087850000000000025 1.0000000180025095e-35 -0.044604999999999992 0.085845000000000019 0.12381000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 -5
right_child=3 2 -4 7 -6 6 -8 -9
leaf_value=-0.022809217725331954 -0.0064320490503969874 0.012364155209784459 -0.017227288242021487 -0.013880915108688311 -0.0075392080544805827 0.035201199874684057 0.00033415008903775885 0.0054553097380544806
leaf_weight=0.0010566256254068594 0.0011919591409540282 0.001618590127961372 0.0011646217898545422 0.0015113426330238397 0.0016397071086325628 0.001656484249543063 0.0010489092767124418 0.0011058976074137953
leaf_count=1044 261 435 529 283 564 576 124 94
internal_value=0 -0.00628974 -1.82436e-05 0.00290474 0.00697697 0.0130843 0.0216829 -0.00571052
internal_weight=0 0.00383984 0.00278321 0.0081543 0.00553706 0.00389735 0.00270539 0.00261724
internal_count=3910 2008 964 1902 1525 961 700 377
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=9
num_cat=0
split_feature=49 457 42 403 43 52 0 16
split_gain=2.21102e-05 5.06487e-05 5.059e-05 6.36811e-05 6.60943e-05 5.56029e-05 0.000100336 3.36589e-05
threshold=-0.045004999999999996 0.084715000000000013 0.091955000000000023 0.03138500000000001 0.070805000000000021 -0.074484999999999982 -0.083564999999999987 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0036790074285254926 -0.024022690562767995 0.023607318720826262 -0.021202770305500118 0.02388873263450602 0.018921049722246654 -0.0036428266122860279 -0.023749976759264824 0.01818642633175711
leaf_weight=0.0016235435527793677 0.0014766106234811865 0.0011708512046472671 0.0012385098870147165 0.001017292589629906 0.0011550044053091789 0.0012163503868242542 0.0013765172697846944 0.0016846636739732529
leaf_count=371 594 158 758 331 221 191 598 688
internal_value=0 0.00775396 -0.00240716 0.000529667 -0.00290969 -0.00729168 -0.00151611 0.00903376
internal_weight=0 0.00279439 0.00916495 0.00792644 0.00690915 0.00575414 0.00427753 0.00290101
internal_count=3910 529 3381 2623 2292 2071 1477 879
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=9
num_cat=0
split_feature=123 1 52 1 3 4 0 2
split_gain=2.40315e-05 5.55066e-05 6.53955e-05 5.30452e-05 7.93459e-05 4.46653e-05 5.45458e-05 5.46365e-05
threshold=1.0000000180025095e-35 0.12864500000000004 0.11588000000000002 0.11097000000000001 0.096385000000000012 0.05309500000000001 -0.084304999999999977 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.021649624932037342 0.01467050836939016 0.017404777754580752 -0.027180247211525066 -0.018512668763743436 0.021746874375459899 0.014847083936636583 0.017680609407925263 -0.011813185279636059
leaf_weight=0.0017360415730355797 0.0010171336413813672 0.0013718745582427189 0.0010882950066594616 0.0014538885612594169 0.0016369820402862834 0.0010712434609937479 0.001134065213486258 0.0014077637347442884
leaf_count=959 334 233 540 212 147 317 416 752
internal_value=0 -0.00140164 -0.00410937 -0.0011345 0.00248211 -0.00341347 -0.00798618 0.0013458
internal_weight=0 0.0109002 0.00952828 0.00843998 0.0069861 0.00534911 0.00427787 0.00254183
internal_count=3910 3576 3343 2803 2591 2444 2127 1168
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=12
num_cat=0
split_feature=484 52 150 16 15 3 3 13 43 13 2
split_gain=0.000105703 5.57994e-05 7.55064e-05 9.94152e-05 6.59908e-05 4.44798e-05 9.00696e-05 9.81139e-05 0.000109472 7.13926e-05 3.36566e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.050115000000000007 -0.024209999999999999 0.090325000000000003 -0.0086749999999999969 -0.094679999999999986 -0.17307499999999998 -0.0019849999999999994 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -3 -9 -10 -7
right_child=1 5 -4 4 -6 10 -8 8 9 -11 -12
leaf_value=-0.00062134215771836429 0.00080573880433219424 0.00038314332099507916 -0.00017855226803669251 -0.00023582008533768205 0.00046475105482345996 -6.8236522803865793e-05 0.00054554757393169109 0.00016836792316017853 -0.00089480793623579143 -0.00016469768245779465 -0.00050909428412260899
leaf_weight=0.0010205569365666295 0.0012382613950511264 0.0012788150197659332 0.0013884751675561973 0.001067727529593781 0.001002104807767317 0.0014548069585633952 0.0010823635775369066 0.0014125211730253366 0.0010603286582316371 0.0010010400000300963 0.0012275731223203253
leaf_count=612 291 185 151 336 215 110 147 163 1229 337 134
internal_value=0 3.36105e-05 0.0002052 0.000366269 0.00010336 -6.10051e-05 3.50663e-05 -8.11889e-05 -0.00025212 -0.000540252 -0.000269992
internal_weight=0 0.013214 0.00469657 0.00330809 0.00206983 0.00851745 0.00583507 0.0047527 0.00347389 0.00206137 0.00268238
internal_count=3910 3298 993 842 551 2305 2061 1914 1729 1566 244
is_linear=0
shrinkage=0.00196078


Tree=4067
num_leaves=9
num_cat=0
split_feature=1 0 133 133 160 1 1 0
split_gain=2.03973e-05 4.40115e-05 5.60313e-05 3.86006e-05 4.78092e-05 3.59881e-05 8.75012e-05 4.69833e-05
threshold=1.0000000180025095e-35 -0.083674999999999986 1.0000000180025095e-35 -0.0047949999999999989 -1.0000000180025095e-35 0.090820000000000012 0.10386500000000001 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.024085756119126136 0.021052150971643625 0.012490562967367448 -0.016439752793905079 -0.013239941796229374 0.021548233087139268 -0.024145581206836488 -0.00590475823847917 0.019258455217016985
leaf_weight=0.0010019065221752526 0.0010113547858105172 0.0016010054512631598 0.0011505699913478388 0.0019360269639268762 0.0010662246436092693 0.0010408187853469617 0.0012237182930859029 0.0018849941376875093
leaf_count=1031 332 432 529 483 221 304 103 475
internal_value=0 -0.00614078 0.000393365 0.00276593 0.000180027 0.00516136 0.000950744 0.00935317
internal_weight=0 0.00375348 0.00275158 0.00816314 0.00715178 0.00521576 0.00414953 0.00310871
internal_count=3910 1992 961 1918 1586 1103 882 578
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=11
num_cat=0
split_feature=484 474 52 2 160 42 151 12 2 3
split_gain=0.000148294 6.69435e-05 6.2505e-05 0.000122212 8.09249e-05 9.19379e-05 9.03836e-05 0.000120131 0.000129206 2.69141e-06
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.096970000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.095295000000000019 0.091525000000000009 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 9 -8
right_child=1 -3 4 -5 5 6 7 -9 -10 -11
leaf_value=-0.00073080587718402795 -4.2622218775500692e-05 0.0005080225103450001 -0.00054628627008140992 0.00079817499827508588 -0.00046331890578061924 -0.00037150196698880006 0.00011705327434845077 -0.00028925626532885009 0.00076529514058996571 -2.6253707687560762e-05
leaf_weight=0.0010094057319387029 0.0018652775725913262 0.0011181147069519266 0.0012081442379992197 0.0010325771685733929 0.0013668606763502815 0.0012758218265078785 0.0010109536676185108 0.0013635323953436404 0.0018300524440395239 0.0010044839171905885
leaf_count=612 342 318 547 318 685 178 352 214 218 126
internal_value=0 4.92154e-05 6.31423e-06 0.000256975 -7.38612e-05 -1.16901e-06 9.62419e-05 0.000210804 0.000388115 4.56298e-05
internal_weight=0 0.0130758 0.0119577 0.00289785 0.00905985 0.0078517 0.00648484 0.00520902 0.00384549 0.00201544
internal_count=3910 3298 2980 660 2320 1773 1088 910 696 478
is_linear=0
shrinkage=0.00196078


Tree=4069
num_leaves=9
num_cat=0
split_feature=474 160 133 133 160 2 16 1
split_gain=2.215e-05 6.09848e-05 9.59563e-05 4.18919e-05 7.11711e-05 0.000106473 9.2753e-05 7.71606e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.099765000000000006 0.090735000000000024 0.10796500000000002 -0.14687999999999998 0.083930000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=-0.018818657424151054 0.01378646318277087 -0.024294423639030421 0.045403394995525641 -0.013014883130352019 -0.014890338147829918 -0.0072037992983437632 0.033302796524339824 -0.00066571418546426176
leaf_weight=0.0016936459855562422 0.0010558791412019148 0.0012186094825561459 0.0011949478362337845 0.0010262039067497923 0.0010845343921240215 0.0018024861220147853 0.0010763388178527153 0.0017657715904212533
leaf_count=927 424 843 155 469 227 337 187 341
internal_value=0 -0.00138485 0.00183546 0.00584061 0.00863515 0.0130044 0.022027 0.0121985
internal_weight=0 0.0108625 0.00916889 0.00795028 0.00692408 0.00583954 0.00403706 0.00284211
internal_count=3910 3486 2559 1716 1247 1020 683 528
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=11
num_cat=0
split_feature=158 11 3 13 3 3 47 4 3 4
split_gain=9.62271e-05 7.76988e-05 8.54882e-05 6.98486e-05 0.000120832 9.70847e-05 9.99247e-05 8.94223e-05 0.000113474 8.21776e-05
threshold=0.085745000000000002 0.080455000000000013 -0.12008499999999998 0.23436000000000004 -0.078884999999999997 -0.015064999999999997 0.082465000000000024 0.0057500000000000008 0.11476000000000001 0.05864500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 -7 -9
right_child=-2 -3 3 -5 5 6 -8 9 -10 -11
leaf_value=0.00053535132003499741 -0.00057761111377360264 -0.00049134702257316724 -0.00047011402566398834 0.00049132721206910485 0.00048987889383574513 -0.00045925555354375011 -0.0004357076459045999 0.00080295050860097555 0.00035028469389711991 5.7118516216379719e-05
leaf_weight=0.0013635409977452795 0.0010799089467477723 0.0010191179717431451 0.0019708788094460567 0.0010790228065354008 0.0016869219781989629 0.0016492979072595202 0.0017746564191820531 0.0010281309275881334 0.0011162540677212701 0.0012690426869016039
leaf_count=167 410 221 1519 107 730 233 151 55 85 232
internal_value=0 2.99198e-05 7.09804e-05 1.62735e-05 -3.25673e-05 6.85965e-05 -3.53424e-05 0.000104999 -0.000132502 0.000390926
internal_weight=0 0.0139569 0.0129377 0.0115742 0.0104952 0.0085243 0.00683738 0.00506273 0.00276555 0.00229717
internal_count=3910 3500 3279 3112 3005 1486 756 605 318 287
is_linear=0
shrinkage=0.00196078


Tree=4071
num_leaves=11
num_cat=0
split_feature=484 474 2 1 16 12 52 3 12 15
split_gain=0.000134675 7.07901e-05 7.18725e-05 0.000110498 0.000136275 0.000119592 7.56831e-05 8.03454e-05 9.78202e-05 7.98514e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086650000000000019 0.095575000000000007 -0.087089999999999987 0.051320000000000005 -0.081429999999999989 0.11818000000000002 0.089570000000000025 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -4 8 9 -8
right_child=1 -3 6 5 -6 -7 7 -9 -10 -11
leaf_value=-0.0006952046174585572 -3.6072371288236311e-05 0.00051127075377240688 0.00049164532541647521 0.00058337709094116209 -0.0010436270508035789 -0.00028889990145697852 0.00069711007706563255 -0.00030440797178357269 -0.00030204210728305975 8.6038734616009945e-06
leaf_weight=0.0010226424582409225 0.00105313600773595 0.0011365468108730592 0.001628597541601386 0.0010573786600509248 0.001012104330477642 0.0014102894296736321 0.0014507969600000535 0.0020009426727966625 0.0011223582827147791 0.0011698403048028435
leaf_count=612 315 318 442 181 563 210 287 155 577 250
internal_value=0 4.37259e-05 -9.08006e-07 -0.000195202 -0.000529841 8.48647e-05 0.000118551 1.27662e-05 0.000182322 0.000389764
internal_weight=0 0.013042 0.0119054 0.00453291 0.00206524 0.00246767 0.00737254 0.00574394 0.003743 0.00262064
internal_count=3910 3298 2980 1269 878 391 1711 1269 1114 537
is_linear=0
shrinkage=0.00196078


Tree=4072
num_leaves=12
num_cat=0
split_feature=484 133 40 484 12 4 49 16 2 13 15
split_gain=8.05083e-05 8.21946e-05 0.000113122 8.77489e-05 8.68397e-05 0.000124893 8.66921e-05 0.000106613 0.000132098 0.000124333 0.000103747
threshold=-0.0043499999999999988 0.10599500000000002 -0.080519999999999994 0.088645000000000015 0.092365000000000017 0.08734500000000002 -0.0019649999999999997 -0.074719999999999995 0.081615000000000007 -0.083924999999999986 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 10 9 -9 -8 -4
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.00053259964969946494 0.00069097852548141573 -0.00050186297569770162 0.00020810670333156579 -0.00051167689871349921 -0.00067964897709344135 0.00018898104429664351 0.00045592373109091806 0.00013920810987196411 0.0010164361612634552 -0.00038280812521067353 -0.00057399561529051157
leaf_weight=0.0010624388073110008 0.0010389180568225924 0.0010420184969547009 0.0015673860033343342 0.001098479717909019 0.0012721498651484726 0.001273431228613875 0.0013760132623723343 0.001270934933272615 0.0013729127734927087 0.0013424642179234276 0.0011166668098705809
leaf_count=612 226 481 178 285 482 122 333 149 363 478 201
internal_value=0 2.75911e-05 7.09319e-05 1.5829e-05 7.0536e-05 -0.000245115 0.000170397 0.000314389 0.00059474 4.17332e-05 -0.000117277
internal_weight=0 0.0137714 0.0127294 0.0116904 0.010592 0.00254558 0.00804638 0.00536233 0.00264385 0.00271848 0.00268405
internal_count=3910 3298 2817 2591 2306 604 1702 1323 512 811 379
is_linear=0
shrinkage=0.00196078


Tree=4073
num_leaves=10
num_cat=0
split_feature=2 40 52 3 484 4 3 0 12
split_gain=2.56755e-05 0.000111658 7.6936e-05 7.99012e-05 7.42022e-05 0.00010569 6.60246e-05 8.33068e-05 4.6886e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.067395000000000024 0.11476000000000001 0.073820000000000011 -0.08422499999999998 0.090325000000000003 -0.089879999999999974 0.088590000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 7 -7 -9
right_child=2 4 -4 -5 -6 6 -8 8 -10
leaf_value=-0.033597225144600194 0.015791797739386059 -0.028820477994140677 0.028666590096200942 -0.020638228612214888 0.026527917415595417 -0.018627329332992396 0.024753389929872124 0.024969121877628765 -0.0039619102339066683
leaf_weight=0.0010485743516194818 0.001167765832220911 0.0012472161719878413 0.0011264785226244708 0.0012427783269150423 0.0010051275476296783 0.0017734253832981861 0.0011488928617078512 0.0011109628370400862 0.0011298544777243393
leaf_count=266 390 578 210 167 385 500 102 478 834
internal_value=0 -0.0030532 0.00709203 -0.00299004 0.00126583 -0.0026952 0.00361567 -0.00243403 0.0103817
internal_weight=0 0.00846405 0.00353702 0.00241054 0.00741548 0.00641035 0.00516314 0.00401424 0.00224082
internal_count=3910 3143 767 557 2877 2492 1914 1812 1312
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=12
num_cat=0
split_feature=484 52 150 16 15 124 13 13 13 2 2
split_gain=0.00013512 5.76369e-05 9.55813e-05 9.03921e-05 5.0376e-05 4.42539e-05 9.72453e-05 0.000137802 8.6321e-05 8.27885e-05 0.000120439
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.050115000000000007 -0.024209999999999999 -0.011675 -0.094679999999999986 -0.0038299999999999996 -0.16277999999999995 0.096750000000000017 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 8 -8 -7 10 -9
right_child=1 5 -4 4 -6 6 7 9 -10 -11 -12
leaf_value=-0.00069492924586759999 0.00081583992972962354 -0.00043917728254741755 -0.00021243433121572963 -0.00014229501467999809 0.00046303228993512213 -4.3219487094977121e-07 -0.00080297483319879395 -0.00012234150885376941 0.00076195773128879553 -0.00032583404623122566 0.00075088330985962834
leaf_weight=0.0010245060896730699 0.0012441424180561411 0.0010030301348188048 0.0014061265425301091 0.0010951000727597293 0.0010217258791985816 0.0013040337260857224 0.0010014632031885694 0.0014953730473832216 0.0010157241750850879 0.0017199401364918318 0.001022475495026066
leaf_count=612 291 147 151 336 215 132 1204 188 169 242 223
internal_value=0 4.40158e-05 0.000216815 0.000396399 0.000149878 -5.21936e-05 -8.43486e-07 -0.000148829 0.000333386 5.75737e-06 0.000232267
internal_weight=0 0.0133291 0.00476709 0.00336097 0.00211683 0.00856204 0.00755901 0.00523925 0.00231976 0.00423779 0.00251785
internal_count=3910 3298 993 842 551 2305 2158 1857 301 653 411
is_linear=0
shrinkage=0.00196078


Tree=4075
num_leaves=9
num_cat=0
split_feature=123 133 42 47 4 2 4 1
split_gain=3.1001e-05 4.9011e-05 5.44588e-05 4.79385e-05 6.31162e-05 5.08187e-05 0.000122051 8.22694e-05
threshold=1.0000000180025095e-35 -0.085714999999999986 -1.0000000180025095e-35 0.086425000000000016 -0.23071499999999998 0.11230000000000001 0.0057500000000000008 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.017978961604939774 0.016519537646020165 -0.024006309922332859 -0.016928308493621154 -0.015544315376352209 0.015803668942625883 -0.0071477001735861072 0.038475476851563939 -0.021131804459670729
leaf_weight=0.0011422093051193872 0.0010302237740981062 0.0011853046122744107 0.0013182794271528395 0.0018231813209804116 0.0014885008337169182 0.0016626802328857278 0.0013142306332338091 0.00101375812632636
leaf_count=573 334 721 212 325 801 310 286 348
internal_value=0 -0.00162519 -0.00390871 -0.00114537 0.00271665 0.0074432 0.0137998 0.000839736
internal_weight=0 0.0109481 0.00980594 0.00862063 0.00679745 0.00547917 0.00381649 0.00250226
internal_count=3910 3576 3003 2282 1957 1745 1435 1149
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=10
num_cat=0
split_feature=123 1 484 12 15 52 49 43 0
split_gain=2.51799e-05 4.62085e-05 5.67082e-05 5.59963e-05 7.19598e-05 7.48887e-05 0.000145867 6.19748e-05 2.79919e-05
threshold=1.0000000180025095e-35 0.12864500000000004 0.084225000000000008 0.10129000000000001 -0.10192499999999999 -1.0000000180025095e-35 -0.047894999999999993 -0.0037249999999999996 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -9
right_child=-2 -3 -4 -5 5 7 -8 8 -10
leaf_value=-0.023010378957230848 0.014908413457704689 0.015665279946695469 0.015836787138914763 -0.02659862377333555 0.012762268433801991 -0.0057660735639981911 -0.038270173073924774 0.03415091957910768 0.010552181870355379
leaf_weight=0.0014904614970007758 0.0010275529386617995 0.0013757373329435192 0.0012583462031929135 0.0012339740866148105 0.0011372514192683504 0.0012932414305349693 0.0011036414880315891 0.0010005380226274924 0.0010100574221739963
leaf_count=310 334 233 391 412 144 864 658 188 376
internal_value=0 -0.00146659 -0.00394037 -0.00694992 -0.00350354 0.00174004 -0.0123712 0.0113113 0.0222957
internal_weight=0 0.0109032 0.00952751 0.00826917 0.00703519 0.00554473 0.00224089 0.00330384 0.0020106
internal_count=3910 3576 3343 2952 2540 2230 802 1428 564
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=9
num_cat=0
split_feature=2 40 52 3 3 160 3 3
split_gain=2.52196e-05 9.88745e-05 6.4781e-05 6.24046e-05 5.36288e-05 6.18035e-05 7.53093e-05 0.000134267
threshold=0.10946500000000002 -1.0000000180025095e-35 0.067395000000000024 0.11265500000000002 0.096385000000000012 -0.026849999999999995 -0.074234999999999982 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 7 -7
right_child=2 4 -4 -5 -6 6 -8 -9
leaf_value=-0.031989011347527178 0.014682162859511991 0.018058014987412871 0.0269041028408766 -0.017680039613063688 0.019852843336677858 -0.020072457927440435 -0.024656684333786847 0.020816884928112098
leaf_weight=0.0010338222945227389 0.0011393836913218994 0.001147608245217843 0.0011202487411505462 0.0012490742758862502 0.0012563065403532591 0.0015361135534609864 0.0017115874821627183 0.0016828117122176898
leaf_count=266 388 777 210 169 170 543 295 1092
internal_value=0 -0.00303659 0.00706363 -0.00224206 0.00104439 -0.00284318 -0.00770807 0.00130395
internal_weight=0 0.00836825 0.00350871 0.00238846 0.00733443 0.00607812 0.00493051 0.00321893
internal_count=3910 3143 767 557 2877 2707 1930 1635
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=12
num_cat=0
split_feature=48 48 51 2 40 159 13 12 43 151 4
split_gain=8.73546e-05 0.000103839 7.01688e-05 0.000101577 0.00012386 9.96446e-05 6.95947e-05 0.000143415 8.18073e-05 5.801e-05 3.05922e-05
threshold=0.12675000000000003 0.097140000000000018 0.08955500000000001 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 -0.094679999999999986 0.086935000000000012 -0.088734999999999994 -0.014594999999999999 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 9 -9 -8 -11
right_child=-2 -3 -4 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.00067118552602847483 -0.00056732808834763484 0.00056385490815418274 -0.00046388897326863097 0.00045192429980027188 0.00053132227173256969 -0.00047347159391811818 0.00067489478672886217 1.2239492927538899e-05 -0.00077486850767228101 0.00034122269936750181 -0.00013561474815403402
leaf_weight=0.001119360067075705 0.0010167030143370072 0.0012625322332887887 0.0012662335782598439 0.0017786208034355861 0.0013013494454511224 0.00127606578994887 0.0010115901765763873 0.0010158650839765259 0.0010148229688402429 0.0010308902953448549 0.0010382723711528877
leaf_count=235 131 242 367 434 190 370 186 233 980 425 117
internal_value=0 2.92786e-05 -2.76619e-05 2.45128e-05 -6.17933e-05 2.69233e-05 0.000126496 2.34287e-05 -0.000381113 0.000290083 0.000101953
internal_weight=0 0.0131156 0.0118531 0.0105868 0.00880822 0.00768886 0.00641279 0.00511144 0.00203069 0.00308075 0.00206916
internal_count=3910 3779 3537 3170 2736 2501 2131 1941 1213 728 542
is_linear=0
shrinkage=0.00196078


Tree=4079
num_leaves=10
num_cat=0
split_feature=124 132 42 47 4 2 52 3 48
split_gain=2.78206e-05 2.81236e-05 5.73984e-05 5.9731e-05 8.85644e-05 0.000102435 5.13515e-05 4.30835e-05 1.75072e-05
threshold=-0.061329999999999989 0.080815000000000012 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.11230000000000001 -0.0066199999999999991 -0.077689999999999995 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -8 -4
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.015469815693445223 -0.024195427031996373 0.014390464844924004 -0.026457286052927659 -0.018882922761974775 0.033333702919728897 -0.0047066033565376685 0.018062699566503526 -0.0094683843200366463 -0.007944154739550003
leaf_weight=0.0010514447962760793 0.0011494508851523635 0.0010018056358666672 0.0010267345260634841 0.0014563125877709313 0.0016375928547523488 0.001246861653022102 0.0011619696397248878 0.0011127498689635913 0.001016549554589935
leaf_count=310 803 369 586 295 298 205 556 313 175
internal_value=0 -0.00156926 -0.00319938 -0.000412155 0.00332257 0.01689 -0.00574059 0.00459501 -0.0172469
internal_weight=0 0.01081 0.00980822 0.00865877 0.00720246 0.00288445 0.004318 0.00227472 0.00204328
internal_count=3910 3600 3231 2428 2133 503 1630 869 761
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=10
num_cat=0
split_feature=484 15 12 51 2 48 0 3 16
split_gain=4.23571e-05 4.58536e-05 0.000127718 7.57241e-05 9.6197e-05 0.000100993 0.000110852 6.33197e-05 4.71113e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.09021499999999999 0.086650000000000019 0.016865000000000002 -0.15291499999999997 -0.040669999999999991 -0.0072149999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 8 -7 -5 -6
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00038511367607223023 0.00048586297606333296 -0.00064191947877063047 0.00015303955339879182 -0.00066553808281345273 -0.00044561433759693743 0.00010028869283078009 0.00089952972961592078 4.635852297094224e-06 8.0848639388760086e-05
leaf_weight=0.0010572517723197337 0.0015687385290550533 0.0013350600543932771 0.0018588347443389787 0.001105811565393119 0.0010370362025099722 0.001708220890267613 0.0010947787477674177 0.0010631489699930385 0.0017670255052352653
leaf_count=627 355 420 931 296 432 99 311 205 234
internal_value=0 2.35655e-05 -0.000179256 9.28869e-05 1.36077e-05 0.000149248 0.000412451 -0.000337042 -0.000113855
internal_weight=0 0.0125387 0.00319389 0.00934476 0.00777602 0.00560706 0.002803 0.00216896 0.00280406
internal_count=3910 3283 1351 1932 1577 1076 410 501 666
is_linear=0
shrinkage=0.00196078


Tree=4081
num_leaves=9
num_cat=0
split_feature=1 0 151 4 3 16 51 2
split_gain=2.47767e-05 5.60396e-05 3.85622e-05 7.60407e-05 4.39596e-05 6.12276e-05 3.80592e-05 3.20653e-05
threshold=0.076710000000000014 0.047345000000000005 -0.087654999999999983 0.27223000000000003 -0.074234999999999982 -0.094359999999999986 -0.065634999999999985 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 -6 -7 -1
right_child=2 -3 3 -5 5 6 -8 -9
leaf_value=-0.0046637804302705138 0.02066926610094931 0.0074769861135566985 0.0079656940130734127 0.021982350430842821 -0.03115108723606537 -0.016898609709468382 0.0069540974770384957 -0.028952775459128534
leaf_weight=0.0010540793574713575 0.001078456108634232 0.0015972323365862195 0.0018537242156957141 0.0013190791199216472 0.0010660331507622474 0.0011422222909128581 0.0016143940484488481 0.0011221315572176723
leaf_count=1034 164 95 724 384 101 173 356 879
internal_value=0 -0.00674777 0.00306793 0.000354409 -0.0046715 -0.0107997 -0.00292943 -0.017188
internal_weight=0 0.00377344 0.00807391 0.00699545 0.00567637 0.00382265 0.00275662 0.00217621
internal_count=3910 2008 1902 1738 1354 630 529 1913
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=11
num_cat=0
split_feature=484 43 475 160 133 151 15 13 2 43
split_gain=6.52341e-05 4.89086e-05 7.752e-05 6.61373e-05 0.00010476 0.000124316 0.000123892 0.000190774 0.000171308 6.32297e-05
threshold=-1.0000000180025095e-35 -0.15648499999999999 -0.048844999999999993 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 -1.0000000180025095e-35 -0.076384999999999995 0.090695000000000012 -0.34918499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 -4 -5 -6 8 -8 -7 -2
right_child=1 2 3 4 5 6 7 -9 -10 -11
leaf_value=-0.00046446646723398422 -4.8843160557669502e-05 0.00048109540744729705 -0.00049749169014919005 -0.00052048772809063404 -0.00039750344250755686 -2.8225645981510682e-05 0.00038070166426309418 -0.00068070846479032214 0.00095549255741440148 0.00061488498592301663
leaf_weight=0.0011000527201804359 0.0010549882840898217 0.0010599852542950679 0.0012541963263462382 0.001323588268058065 0.0016088429969855107 0.001232907854152251 0.0015029671008421103 0.001148582675993113 0.0015193193241107223 0.0011570133209876932
leaf_count=627 152 415 517 795 273 193 138 401 270 129
internal_value=0 3.30189e-05 -2.20836e-05 -7.76978e-05 -1.45391e-05 8.09555e-05 0.000223405 -7.90737e-05 0.000514819 0.000298328
internal_weight=0 0.0128624 0.0106504 0.0095904 0.00833621 0.00701262 0.00540378 0.00265155 0.00275223 0.002212
internal_count=3910 3283 3002 2587 2070 1275 1002 539 463 281
is_linear=0
shrinkage=0.00196078


Tree=4083
num_leaves=9
num_cat=0
split_feature=123 16 4 47 0 43 51 160
split_gain=2.61383e-05 4.82767e-05 5.17944e-05 5.02597e-05 5.85261e-05 0.000103203 6.60919e-05 3.48976e-05
threshold=1.0000000180025095e-35 0.41476000000000007 -0.23071499999999998 0.086425000000000016 -0.077944999999999987 -0.0037249999999999996 0.085845000000000019 -0.025614999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.020469510648072654 0.015266998968878717 0.017972909295581967 -0.025366282502516341 -0.016997147627526622 0.020810336546926864 0.029565134200989843 -0.014972002254870526 0.0061956596850732508
leaf_weight=0.0015614032971768251 0.0010172032294291826 0.0011393528382720947 0.0013686345506981274 0.0015175342372129221 0.001465856903003355 0.0010086337666068636 0.0010265042147525596 0.0017436308675554441
leaf_count=178 334 274 1303 351 710 120 151 489
internal_value=0 -0.00149887 -0.00378785 -0.000584375 0.00318184 -0.00183834 0.00668326 0.01476
internal_weight=0 0.0108316 0.0096922 0.00813079 0.00661326 0.0051474 0.00377877 0.00275226
internal_count=3910 3576 3302 3124 2773 2063 760 609
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=11
num_cat=0
split_feature=11 48 43 2 2 4 51 42 4 4
split_gain=7.54769e-05 4.99063e-05 0.000154931 9.05765e-05 0.000102423 7.41021e-05 6.36183e-05 6.25689e-05 9.2717e-05 6.74474e-05
threshold=0.081005000000000008 0.016865000000000002 -0.044024999999999988 0.11260500000000001 0.10393500000000001 0.15045000000000003 0.083165000000000017 0.086325000000000013 -0.017449999999999997 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -4 8 9 -1
right_child=-2 2 6 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00014165322248265436 -0.00052334352731172673 0.00084204500299793223 -0.00033977674086175445 0.00034355276404893724 -0.00071847947890615036 0.00041909478772649656 0.00024067317803907061 -0.00056290267340878013 -0.00044757050967055592 0.00049609123756269656
leaf_weight=0.0012428500811634382 0.0010156136677267674 0.0010955854682977409 0.0013270749606417503 0.0017954149421616763 0.0010381459759502866 0.0010596157886061594 0.0016026892246001167 0.0011078782789821304 0.0013652190099979942 0.0013091730737685042
leaf_count=431 233 339 219 421 171 197 169 874 438 418
internal_value=0 3.1762e-05 0.000212987 -5.00355e-05 -0.000149244 -5.21246e-05 -2.22492e-05 -0.000151488 -3.51309e-05 0.000185506
internal_weight=0 0.0129436 0.00402535 0.0089183 0.00712288 0.00608474 0.00292976 0.00502512 0.00391724 0.00255202
internal_count=3910 3677 727 2950 2529 2358 388 2161 1287 849
is_linear=0
shrinkage=0.00196078


Tree=4085
num_leaves=12
num_cat=0
split_feature=484 474 1 52 0 49 16 4 4 3 3
split_gain=0.000140344 6.9844e-05 7.53907e-05 9.69581e-05 0.000109498 9.41099e-05 0.00015308 8.57109e-05 7.77554e-05 6.68132e-05 5.78338e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.13767000000000004 0.11401500000000002 -0.077944999999999987 -0.045004999999999996 -0.083564999999999987 0.0057500000000000008 1.0000000180025095e-35 -0.040669999999999991 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 -2 -7 10 -6
right_child=1 -3 -4 -5 9 6 -8 -9 -10 -11 -12
leaf_value=-0.00071169580996728913 -0.00025006612950595865 0.0004769872892636366 0.00050122514035286767 -0.00054740168346564247 0.00043304397223337463 0.00037620071677895285 -0.00081280490679505569 0.00049888635708874424 -0.0002846994909485003 0.00065161932610690633 -0.00020050457367367863
leaf_weight=0.0010520301525087363 0.0010285287301301568 0.00123078157525608 0.0010123887850602845 0.0013664551969815213 0.0010145978181689197 0.001074113593810547 0.0015057898312981904 0.0013699630247857343 0.001886420405279646 0.0012610281345066185 0.0012201686809720086
leaf_count=612 151 318 177 472 157 444 606 99 289 185 400
internal_value=0 3.09436e-05 -1.21494e-05 -5.64687e-05 8.28021e-06 -0.000135566 -0.000303806 0.000177718 -4.49178e-05 0.000290757 8.71304e-05
internal_weight=0 0.0139702 0.0127395 0.0117271 0.0103606 0.00686482 0.00446632 0.00239849 0.00296053 0.00349579 0.00223477
internal_count=3910 3298 2980 2803 2331 1589 1339 250 733 742 557
is_linear=0
shrinkage=0.00196078


Tree=4086
num_leaves=13
num_cat=0
split_feature=484 457 1 0 2 3 4 48 12 3 2 4
split_gain=0.000123846 5.40975e-05 7.01008e-05 0.000123873 0.000116562 0.000112056 0.000155836 0.000125991 7.6877e-05 9.08941e-05 6.55959e-05 8.80089e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.12046500000000002 -0.032604999999999995 0.086455000000000018 0.097345000000000015 -1.0000000180025095e-35 0.10362500000000001 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 -6 -8 9 -4 11 -5
right_child=1 2 4 10 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00065555694820257989 -0.00038777044946810044 -0.00068363374141967436 -0.00064686246496968569 -0.00011347970703664313 -3.928290725839714e-05 -6.1734211095491065e-05 0.0013569800490159914 0.00042345501172867894 0.00030018712997266337 0.00012796632001093908 -0.00029817312698187439 0.00067873999192256571
leaf_weight=0.001070280296097321 0.0010679502002614591 0.0011425265372170361 0.0012943104616546927 0.0011170692640701115 0.0010547958720567036 0.0015255147614837003 0.0010781816639380433 0.0011473085360386031 0.001270431160608633 0.0010577974319627877 0.0012318172619876994 0.0010420637283393289
leaf_count=612 197 712 539 190 255 173 239 103 153 92 242 403
internal_value=0 3.64099e-05 7.1359e-05 -0.000125255 0.000177115 0.000377313 0.000581495 0.000875719 -8.8477e-05 -0.000298404 6.28823e-05 0.00026887
internal_weight=0 0.0140298 0.0129618 0.00453348 0.00842834 0.0048058 0.00328029 0.00222549 0.00362254 0.00235211 0.00339095 0.00215913
internal_count=3910 3298 3101 1547 1554 770 597 342 784 631 835 593
is_linear=0
shrinkage=0.00196078


Tree=4087
num_leaves=9
num_cat=0
split_feature=14 15 43 133 42 4 1 16
split_gain=2.30739e-05 5.11635e-05 3.3174e-05 6.42037e-05 8.00934e-05 9.26125e-05 9.83886e-05 0.000100071
threshold=-1.0000000180025095e-35 -0.106555 0.14198000000000002 1.0000000180025095e-35 0.091145000000000018 0.070230000000000015 0.095575000000000007 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.013652413006528405 0.017050346989890351 0.014171842976257685 0.015261297052755259 -0.022493929558757578 0.025926435060355538 -0.030908542299172465 0.024072356411308921 -0.022739545179980964
leaf_weight=0.0011354518756638279 0.0017381241864119186 0.0012210429801226719 0.0010255358488761466 0.0015004662647968067 0.0010376160346341513 0.001060974033256651 0.0013865708787840899 0.0018432944107630012
leaf_count=196 505 277 230 1208 305 137 290 762
internal_value=0 0.00133263 -0.0016776 -0.00383555 0.000439012 -0.00435902 0.00196966 -0.00803151
internal_weight=0 0.0108136 0.0090755 0.00804996 0.0065495 0.00551188 0.00445091 0.00306434
internal_count=3910 3714 3209 2979 1771 1466 1329 1039
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=9
num_cat=0
split_feature=39 42 2 13 48 3 2 0
split_gain=2.49682e-05 5.16876e-05 4.06512e-05 9.57e-05 0.000105392 6.89224e-05 8.01417e-05 6.73786e-05
threshold=0.005105000000000001 0.091955000000000023 0.11260500000000001 -0.13934999999999997 0.090910000000000005 -0.08348499999999999 0.086130000000000012 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -4
right_child=-2 -3 7 4 -6 6 -8 -9
leaf_value=-0.030145936215561716 0.011210933687301035 -0.02082199069512377 -0.0047184467243289807 0.010479907503763309 0.030434777661023982 0.00075296460242836529 -0.03375845711381268 0.03013987733752559
leaf_weight=0.0010975236791517318 0.0016808294179915641 0.0012697598718229086 0.0011240796399105829 0.0018388746973272813 0.0010665364739041944 0.0015151250611638402 0.0012104281820255606 0.0010943570932497775
leaf_count=114 459 669 94 1086 197 455 563 273
internal_value=0 -0.00194146 0.000738095 -0.00313238 0.00213279 -0.00448032 -0.0145737 0.0124772
internal_weight=0 0.0102167 0.00894692 0.00672849 0.00563096 0.00456443 0.00272555 0.00221844
internal_count=3910 3451 2782 2415 2301 2104 1018 367
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=9
num_cat=0
split_feature=52 160 133 40 2 3 49 12
split_gain=2.1986e-05 3.40809e-05 4.94622e-05 6.25381e-05 6.42732e-05 0.000143729 4.76607e-05 5.67105e-05
threshold=0.17829500000000004 -0.081669999999999979 -0.0023199999999999996 -0.012844999999999997 0.11230000000000001 0.096385000000000012 -0.00064499999999999985 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=0.017986481560418596 -0.013933882200542855 -0.018712530802270918 0.023524933972937933 -0.021198379328256217 -0.018724738307238607 0.034867590425244233 0.016431702448747178 -0.010371542022858535
leaf_weight=0.001095056592649221 0.0010440136742582385 0.001307956075510752 0.0011810886430293679 0.0012292758729346969 0.0016364358681105404 0.0011762466086207551 0.001465172827959175 0.0017114598394564187
leaf_count=440 463 903 297 268 337 127 285 790
internal_value=0 0.00126295 -0.000623523 0.00219321 -0.00129704 0.00381197 -0.00447895 0.00199104
internal_weight=0 0.0108027 0.00970764 0.00839968 0.00721859 0.00558216 0.00440591 0.00317663
internal_count=3910 3447 3007 2104 1807 1470 1343 1075
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=8
num_cat=0
split_feature=43 12 52 16 0 2 151
split_gain=2.06245e-05 4.29029e-05 8.80038e-05 4.83406e-05 0.000109947 4.59177e-05 8.30893e-05
threshold=-0.15648499999999999 0.088590000000000016 -0.062489999999999997 0.050115000000000007 -0.084304999999999977 0.089910000000000004 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.009489053371554871 -0.01450820501031698 0.011836575770096948 -0.024640365607432019 -0.015031348484142055 0.031949299555303012 -0.013129106348668873 0.021916274371944076
leaf_weight=0.0018956514855792738 0.0016313809566709547 0.0010096926687252826 0.0019173902889922461 0.0012996496423613203 0.0012949583628883467 0.001197795644855218 0.0015545432391812809
leaf_count=314 812 389 1126 347 493 163 266
internal_value=0 -0.00189603 -0.0120577 0.00236632 0.00634803 -0.00121463 0.00666481
internal_weight=0 0.00990541 0.00292708 0.00697833 0.00567868 0.00438372 0.00275234
internal_count=3910 3596 1515 2081 1734 1241 429
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=12
num_cat=0
split_feature=11 43 48 133 15 14 160 3 52 13 13
split_gain=5.01407e-05 4.81235e-05 0.000149349 6.00465e-05 6.59056e-05 4.93159e-05 0.000123912 9.84998e-05 0.000151644 7.36815e-05 4.77075e-05
threshold=0.081005000000000008 -0.053009999999999995 0.081315000000000012 1.0000000180025095e-35 -0.017214999999999998 -1.0000000180025095e-35 -0.026849999999999995 0.096385000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26418499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -7 8 -8 -10 -9
right_child=-2 5 -4 -5 -6 6 7 10 9 -11 -12
leaf_value=-0.00014337269697534569 -0.0004314587948751895 -0.00047463182154648469 0.00083368405054385644 -0.00035394608274550251 0.00050628483091372668 0.00053967261990120995 -0.00098897782874229965 0.00045448189745849827 -0.00046815534366724467 0.00024278311931633434 -7.8562206143021135e-05
leaf_weight=0.0012211413226788813 0.0010016193851455591 0.0010004776741281314 0.0010503348939847989 0.0012494898659435559 0.0011809777983017998 0.0012933344397214989 0.0010103954491109787 0.0011386327419204154 0.0010150550950717477 0.0012514994197039405 0.0014906334848760472
leaf_count=275 233 124 325 857 273 331 242 109 823 173 145
internal_value=0 2.39582e-05 0.000182101 -5.31799e-06 0.000176025 -6.67217e-05 -1.0037e-05 -0.000130412 -0.000357228 -7.5604e-05 0.000152278
internal_weight=0 0.012902 0.00470194 0.00365161 0.00240212 0.00820003 0.00719955 0.00590622 0.00327695 0.00226655 0.00262927
internal_count=3910 3677 1730 1405 548 1947 1823 1492 1238 996 254
is_linear=0
shrinkage=0.00196078


Tree=4092
num_leaves=9
num_cat=0
split_feature=14 15 43 133 42 0 0 16
split_gain=2.13728e-05 4.55059e-05 3.39779e-05 5.63293e-05 7.41572e-05 6.02558e-05 0.000140112 0.000113223
threshold=-1.0000000180025095e-35 -0.106555 0.14198000000000002 1.0000000180025095e-35 0.08622500000000001 -0.017269999999999997 -0.099024999999999988 -0.071319999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.01321848909624748 0.016274774919339475 -0.017668339345264274 0.015773840322568768 -0.021359135384050584 0.019537576536803894 0.016159370838878018 -0.039006834630078445 0.02332187353550275
leaf_weight=0.0011184830983144356 0.0017073152648206689 0.0014376349083551508 0.0010066060111087955 0.0014758010364159134 0.0015292416592605097 0.0010089269091427128 0.0012435660965442949 0.0012684250805725938
leaf_count=196 505 184 230 1208 626 212 615 134
internal_value=0 0.00131094 -0.00153716 -0.00372529 0.000285945 -0.00565135 -0.0112229 0.00154521
internal_weight=0 0.0106775 0.0089702 0.0079636 0.00648779 0.00495855 0.00394963 0.00270606
internal_count=3910 3714 3209 2979 1771 1145 933 318
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=11
num_cat=0
split_feature=11 48 0 1 151 2 52 13 15 12
split_gain=7.75838e-05 5.39336e-05 0.000139827 0.000124723 7.08196e-05 6.97774e-05 7.93747e-05 0.000129965 8.57593e-05 3.99245e-05
threshold=0.081005000000000008 0.016865000000000002 -0.18901999999999997 0.091655000000000014 -0.0008699999999999999 0.11260500000000001 0.086950000000000013 0.0024700000000000004 -0.055679999999999993 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 -6 -10
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00054669206037926505 -0.0005370615549629092 -0.00016067974957099766 9.4101460192357134e-05 0.0010475038905590692 -0.00025026388211082343 0.00040516701503931398 -0.00045443089191678644 -0.00053240529309504846 0.00015810412999496984 0.00063704248505796319
leaf_weight=0.0010175155516802545 0.0010150231252696743 0.0019928402250007082 0.0010714505231357667 0.0010391996136750177 0.0010638160086787461 0.001370394644476032 0.0016425644041356989 0.0011515725249906412 0.0012841212648470024 0.0013973597530810332
leaf_count=389 233 116 337 274 391 361 766 215 382 446
internal_value=0 2.57531e-05 0.000211815 0.000563519 -5.9771e-05 2.86619e-06 -8.14394e-05 4.36737e-05 0.000220802 0.000407686
internal_weight=0 0.0130308 0.00410349 0.00211065 0.00892734 0.00790983 0.00653943 0.00489687 0.0037453 0.00268148
internal_count=3910 3677 727 611 2950 2561 2200 1434 1219 828
is_linear=0
shrinkage=0.00196078


Tree=4094
num_leaves=11
num_cat=0
split_feature=484 474 1 2 16 16 12 12 3 15
split_gain=0.00011434 6.10067e-05 7.48914e-05 7.36441e-05 0.000100843 9.98583e-05 6.83196e-05 0.000103704 7.81555e-05 8.48135e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.12811000000000003 0.086650000000000019 -0.055679999999999993 -0.089864999999999987 0.098845000000000016 0.085185000000000025 0.11818000000000002 -0.021529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -5
right_child=1 -3 -4 6 -6 -7 -8 -9 -10 -11
leaf_value=-0.00079290903376715764 -0.00056144990331338047 0.00033177817080595583 0.00026208609941458146 0.00029828247899749854 -0.00096041392988448866 0.00020728981524585912 -0.00053321201788606115 0.00037140732296076602 -0.00064630267966993976 -0.00041132381913388995
leaf_weight=0.0010004911146505599 0.0015051157864125891 0.0011232161952997874 0.0015063762953489964 0.0014881733324323188 0.0010002005665389179 0.0011430283567691749 0.0010883285650192835 0.0019316405147771732 0.0010354584288054802 0.0011464476071585132
leaf_count=612 323 318 284 287 386 440 311 700 89 160
internal_value=0 -0.000104953 -0.000146367 -0.000205882 -0.00042998 -0.000229636 -8.36719e-05 3.66686e-06 -0.000189883 -1.05006e-05
internal_weight=0 0.012968 0.0118448 0.0103384 0.00364834 0.00264814 0.00669005 0.00560172 0.00367008 0.00263462
internal_count=3910 3298 2980 2696 1149 763 1547 1236 536 447
is_linear=0
shrinkage=0.00196078


Tree=4095
num_leaves=11
num_cat=0
split_feature=484 457 52 52 160 12 2 16 48 2
split_gain=0.000142307 6.50463e-05 7.34265e-05 0.000142036 0.000123929 9.20384e-05 0.000114235 8.11634e-05 7.97955e-05 4.21625e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.048794999999999991 -0.27466499999999994 -1.0000000180025095e-35 0.088375000000000023 0.083585000000000007 -0.17157499999999998 0.086935000000000012 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -7 -5 -8
right_child=1 2 4 8 5 7 9 -9 -10 -11
leaf_value=-0.00072586154351377181 -0.00043650040079120815 -0.00026672202701696522 -0.00062649764312796273 0.00074687536740957806 -0.00024430136200714674 0.00013719276535656159 0.00066630206778352187 -0.00052984537681637339 0.00010201335167417306 0.00016151350785396698
leaf_weight=0.0010031152297590501 0.0010180307278031377 0.0012914205459222255 0.0011589591160329352 0.0019704545610094298 0.0011976517183113792 0.0013720892572668172 0.001738435556735916 0.0014345965330971027 0.0011792594460664782 0.0010033111638948124
leaf_count=612 197 360 546 375 244 134 413 690 178 161
internal_value=0 3.98817e-05 7.91629e-05 0.000280904 -3.41776e-05 6.75814e-05 0.000260899 -0.000203754 0.000505438 0.00048158
internal_weight=0 0.0133642 0.0123462 0.00444113 0.00790504 0.00674608 0.0039394 0.00280669 0.00314971 0.00274175
internal_count=3910 3298 3101 913 2188 1642 818 824 553 574
is_linear=0
shrinkage=0.00196078


Tree=4096
num_leaves=12
num_cat=0
split_feature=484 1 0 15 3 15 13 51 2 16 16
split_gain=9.21245e-05 7.66414e-05 0.000101931 6.78382e-05 6.40518e-05 8.55718e-05 0.000120623 0.000109772 0.000121161 5.85889e-05 3.04699e-05
threshold=-0.0043499999999999988 0.076710000000000014 -0.084074999999999997 0.024640000000000006 0.11265500000000002 0.024640000000000006 -0.071149999999999977 -0.004559999999999999 0.086650000000000019 0.22945500000000005 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 6 -3 -8 -9 -4 -6
right_child=1 4 3 -5 10 -7 7 8 -10 -11 -12
leaf_value=-0.00058148375915523156 -0.00068655255271883034 -0.00016874795182445838 -0.00054389529136616977 0.00036871827130020347 7.1672597330302152e-05 -0.00020615628622170314 0.00095185054856490548 -0.00015184216692147823 0.0006990863916225184 9.2240988456167771e-05 -0.00038041421812949828
leaf_weight=0.0010295366289518005 0.0011445665803936325 0.0013338103354309403 0.001066338935050962 0.0011848853060452674 0.001164097552322837 0.0013809759707871013 0.0014117151206556131 0.0012932897366369363 0.0012801032076882849 0.0011645474811018655 0.0011291334006751086
leaf_count=612 783 333 174 518 184 443 234 180 198 161 90
internal_value=0 2.69242e-05 -0.000180134 -1.04424e-05 0.000131922 0.000228734 0.000341647 0.000512475 0.000271442 -0.000211825 -0.000150924
internal_weight=0 0.0135535 0.00456034 0.00341577 0.00899313 0.00669989 0.00531892 0.00398511 0.00257339 0.00223089 0.00229323
internal_count=3910 3298 1636 853 1662 1388 945 612 378 335 274
is_linear=0
shrinkage=0.00196078


Tree=4097
num_leaves=10
num_cat=0
split_feature=150 151 151 4 52 15 3 0 15
split_gain=2.24232e-05 9.64726e-05 9.61002e-05 5.74511e-05 5.92399e-05 7.86288e-05 0.00011117 4.25445e-05 3.97832e-05
threshold=0.082085000000000019 -0.056409999999999995 -0.03268999999999999 0.40359500000000004 0.11401500000000002 -0.017214999999999998 -0.089974999999999986 -0.10131499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 -4 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10
leaf_value=-0.031086994422068234 0.029596926806640458 -0.011746223600066462 -0.00028591844530517741 0.023230692654842872 -0.024132943342845006 -0.01490027113747365 0.031055487752270766 -0.028156663598916006 0.008163073203435612
leaf_weight=0.0010371824862701528 0.0011188080534189975 0.0011390233646017829 0.0011283878780856624 0.0010351313114242474 0.0010336404346330246 0.0013135725065300794 0.0015600406679095857 0.0010643036769982653 0.0014786642682150281
leaf_count=317 318 195 181 290 496 466 166 621 860
internal_value=0 0.00874027 -0.00232983 0.00113282 -0.00188543 0.00162809 0.00940787 -0.013814 0.0199158
internal_weight=0 0.00225783 0.00965092 0.00861374 0.00757861 0.00654497 0.00435228 0.00219269 0.0030387
internal_count=3910 513 3397 3080 2790 2294 1492 802 1026
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=12
num_cat=0
split_feature=484 4 0 1 42 3 2 0 0 48 0
split_gain=5.53673e-05 4.4936e-05 0.000112776 9.08189e-05 6.50334e-05 5.91015e-05 8.74569e-05 7.69007e-05 0.000122056 6.38529e-05 1.8907e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 0.11265500000000002 0.087995000000000004 -0.066689999999999985 -0.10575999999999998 0.091005000000000016 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5 -8 -7
right_child=1 2 -4 5 -6 10 9 -9 -10 -11 -12
leaf_value=-0.00043417777373649908 -0.00036166104690976567 -0.00063408521608974522 0.00065177930452258283 0.00028636876166056877 7.768131150839191e-06 -0.00035797692141661264 0.0008395051343491614 0.00043798006884500991 -0.00055461153068831403 0.00016448298722441956 1.237725693159447e-05
leaf_weight=0.0010823731846370125 0.0010457912086021962 0.001291319023466915 0.001128427938771037 0.0012415308068423753 0.0011450979211956236 0.0011146025368473644 0.0011191455250028795 0.0011807638585800413 0.0014251499242263072 0.0010389193576478863 0.0010103681664150712
leaf_count=627 151 799 152 113 731 80 266 157 556 115 163
internal_value=0 2.77489e-05 6.25698e-05 -3.5132e-07 -0.000332419 9.91576e-05 0.0001986 2.13862e-05 -0.000163075 0.000514541 -0.000181883
internal_weight=0 0.0127411 0.0116953 0.0105669 0.00243642 0.00813048 0.00600551 0.00384744 0.00266668 0.00215806 0.00212497
internal_count=3910 3283 3132 2980 1530 1450 1207 826 669 381 243
is_linear=0
shrinkage=0.00196078


Tree=4099
num_leaves=11
num_cat=0
split_feature=11 3 1 13 12 457 15 43 3 16
split_gain=6.27847e-05 5.86599e-05 4.98866e-05 8.35573e-05 8.53755e-05 9.98589e-05 6.68486e-05 5.39562e-05 5.11875e-05 3.01184e-05
threshold=0.081005000000000008 -0.12008499999999998 0.088010000000000019 -0.084084999999999979 -1.0000000180025095e-35 0.081330000000000013 -0.10071499999999999 -0.049504999999999987 -0.069909999999999986 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 6 -6 -8 -3 -10
right_child=-2 2 3 4 5 -7 7 -9 9 -11
leaf_value=0.00025315470723425749 -0.00062720752092739536 -0.00059276066424659773 0.00037799370154109862 0.0003432791606007297 -0.00012206463360182647 0.00025370553710730249 -0.0003438429376300827 -0.00097899284583600923 1.8245679375904917e-05 -0.00041085253678230791
leaf_weight=0.001423895612073252 0.0010211139652962229 0.0017516100668508168 0.0013202693612906057 0.0010156685262017583 0.0014659008387754892 0.0010233651113680242 0.0010015042669327266 0.0010568632350405724 0.0015231306292077559 0.0010711830448094754
leaf_count=211 233 1697 346 249 99 80 282 283 325 105
internal_value=0 -0.000121765 -0.000169305 -6.54619e-05 -0.000170702 -0.000285494 -0.000442065 -0.000669959 -0.000333782 -0.000158927
internal_weight=0 0.0126534 0.0112295 0.00688357 0.0055633 0.00454763 0.00352427 0.00205837 0.00434592 0.00259431
internal_count=3910 3677 3466 1339 993 744 664 565 2127 430
is_linear=0
shrinkage=0.00196078


Tree=4100
num_leaves=13
num_cat=0
split_feature=484 15 15 15 12 160 0 0 16 2 51 15
split_gain=0.000137406 6.57787e-05 6.33499e-05 8.89868e-05 6.17833e-05 8.61312e-05 7.6588e-05 0.00014681 0.000120671 0.00010778 8.72602e-05 1.30355e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 -0.10071499999999999 0.10673000000000001 0.087260000000000018 -0.10783 -0.077944999999999987 -0.087969999999999979 0.10113500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 11 8 -8 10 -9 -5
right_child=1 2 3 4 -6 -7 7 9 -10 -11 -12 -13
leaf_value=-0.00070235511193076792 0.00051190754580171809 -0.0004375311613244125 0.00056593346786714587 0.00060336395959129584 -0.0004771840661335547 -0.00039785798290781129 5.1195631310669249e-05 7.0502457846420834e-05 -0.00089643500055098635 -0.00027118091753762307 0.00077318304887924189 0.00028771973619832878
leaf_weight=0.0010486820031460923 0.0010245265403313148 0.0011788360745964713 0.0011159796362149267 0.0010001832220719021 0.0010111860698784813 0.0015031033957215072 0.0010384951209695796 0.0012918785513828974 0.0010281015255281464 0.0011711536072326464 0.0014332718105113736 0.0010119996402082614
leaf_count=612 291 245 100 142 239 206 379 146 812 281 347 110
internal_value=0 3.38603e-05 -4.45052e-06 3.95405e-05 -1.64632e-05 3.2689e-05 0.000113836 2.21499e-06 -0.000420237 0.000226283 0.000440072 0.000444615
internal_weight=0 0.0138087 0.0127842 0.0116054 0.0104894 0.00947819 0.00797508 0.0059629 0.0020666 0.0038963 0.00272515 0.00201218
internal_count=3910 3298 3007 2762 2662 2423 2217 1965 1191 774 493 252
is_linear=0
shrinkage=0.00196078


Tree=4101
num_leaves=9
num_cat=0
split_feature=52 160 15 160 133 133 4 0
split_gain=2.22113e-05 5.55281e-05 6.33477e-05 4.04821e-05 5.5646e-05 4.25793e-05 7.83644e-05 6.44732e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.053579999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08845500000000002 -0.056579999999999991 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -8
right_child=3 2 -4 4 5 -7 7 -9
leaf_value=0.025616419971995427 -0.018144904390503636 0.010926977759599391 -0.017892203832389045 -0.020751512706413795 0.028832154231706292 -0.013063741069266825 0.011298900087124145 -0.020261960387032832
leaf_weight=0.0010348142811399293 0.0015214898335816837 0.0018280712351077177 0.0013087884733266643 0.0010682157905513336 0.0013416327565617951 0.001110214048452695 0.0017104058310833119 0.001041332665768906
leaf_count=244 924 518 428 742 176 464 190 224
internal_value=0 0.0055293 -0.00109722 -0.00351193 3.79131e-05 0.00430566 0.00901663 -0.000644588
internal_weight=0 0.00417167 0.00313686 0.00779329 0.0062718 0.00520359 0.00409337 0.00275174
internal_count=3910 1190 946 2720 1796 1054 590 414
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 2 1 2
split_gain=2.11366e-05 5.33378e-05 5.48953e-05 8.71679e-05 7.72634e-05 5.58983e-05 4.41141e-05 6.45492e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085285000000000014 0.094010000000000024 0.090355000000000005 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.021485086745148135 -0.014230542164234652 0.019818011428930207 -0.016458929852365741 0.02185062618236466 -0.028259409619469402 -0.018242222790731333 0.018322007552939078 0.014623799647557037
leaf_weight=0.0012169857637762309 0.0010011878908943303 0.0013175991423505186 0.001438320711151003 0.0016489425403768201 0.0010838001671386399 0.0012027929691014764 0.0017674903049618197 0.0012476777567707454
leaf_count=275 161 388 783 130 227 712 441 793
internal_value=0 0.000950505 -0.00163744 0.00124184 -0.00380005 0.000886611 0.0060529 -0.00202064
internal_weight=0 0.0109236 0.00960601 0.00838902 0.00674008 0.00565628 0.00445349 0.002686
internal_count=3910 3749 3361 3086 2956 2729 2017 1576
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=12
num_cat=0
split_feature=484 52 150 16 3 3 13 13 12 15 16
split_gain=0.000116727 4.45752e-05 6.78429e-05 0.000101507 5.39514e-05 0.000100051 8.55434e-05 0.000100315 4.12643e-05 3.44123e-05 2.63583e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.050115000000000007 0.090325000000000003 -0.0086749999999999969 -0.094679999999999986 -0.0038299999999999996 0.091650000000000023 -0.098459999999999978 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -8 -5 -6 -9
right_child=1 4 -4 8 9 -7 7 10 -10 -11 -12
leaf_value=-0.00065063522584557054 0.00078051310121922803 0.0003714685966721826 -0.00017682972206924832 -0.00020666932508446492 -0.00056098322955112781 0.00059174603283542479 -0.00069667080189301362 0.00023413061749372448 0.00034701436991929879 -0.00010086746610478694 -0.00018247101158824254
leaf_weight=0.0010176412387471268 0.0012634505686094735 0.0012702124229977125 0.0013620875251871491 0.0010162499562036704 0.0010211679770339294 0.0010992985810225446 0.0011514501617847484 0.0010843496933906774 0.0010544546996130114 0.0016106169617197894 0.0012651485501934401
leaf_count=612 291 185 151 280 122 147 1210 182 271 122 337
internal_value=0 3.85683e-05 0.000191891 0.000342522 -4.61199e-05 5.84613e-05 -6.44101e-05 -0.000222555 7.52803e-05 -0.000279399 9.80061e-06
internal_weight=0 0.0131985 0.00469624 0.00333416 0.00850224 0.00587046 0.00477116 0.00350095 0.0020707 0.00263178 0.0023495
internal_count=3910 3298 993 842 2305 2061 1914 1729 551 244 519
is_linear=0
shrinkage=0.00196078


Tree=4104
num_leaves=10
num_cat=0
split_feature=49 42 403 13 3 4 4 4 2
split_gain=2.36867e-05 5.08356e-05 5.96931e-05 5.61862e-05 8.39447e-05 8.65029e-05 0.000101996 6.37574e-05 4.33233e-05
threshold=-0.045004999999999996 0.091955000000000023 0.03138500000000001 0.10741000000000002 -0.078669999999999976 -1.0000000180025095e-35 -0.34687499999999999 0.15927500000000003 0.10251500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 -6 -7 -1
right_child=1 -3 -4 -5 5 7 -8 -9 -10
leaf_value=-0.0020000776649922937 -0.028646880374713381 -0.021600657389136108 0.022882077650192803 0.018726607151971952 -0.009391994913250247 -0.031299812437322459 0.034078909688387886 0.0017077408425436775 0.023702847562742529
leaf_weight=0.0017230202741712478 0.0013603520366216332 0.001237700420676442 0.0010113401595470122 0.00100430115602952 0.0010000274727366698 0.0010914224789366116 0.0011726494220625954 0.0012616960110011805 0.0010587255348509864
leaf_count=328 1370 758 331 176 114 200 236 196 201
internal_value=0 -0.00275645 0.000195217 -0.00313463 -0.00686462 -0.00031736 0.0140704 -0.0136018 0.00778239
internal_weight=0 0.00913949 0.00790179 0.00689045 0.00588615 0.0045258 0.00217268 0.00235312 0.00278175
internal_count=3910 3381 2623 2292 2116 746 350 396 529
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=10
num_cat=0
split_feature=150 151 151 52 13 2 43 13 52
split_gain=2.13383e-05 8.43287e-05 7.66121e-05 4.73562e-05 6.12434e-05 5.35113e-05 5.29728e-05 7.76158e-05 3.28552e-05
threshold=0.082085000000000019 -0.03268999999999999 -0.056409999999999995 0.11401500000000002 -0.094679999999999986 0.10045500000000002 -0.083899999999999988 -0.0041499999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 -6 -8 -9
right_child=2 3 -4 -5 6 -7 7 8 -10
leaf_value=-0.029275984612376196 0.027179391704944562 0.0024314262470953429 -0.0097510259231147253 -0.01673108113799877 0.011223121542045413 0.034802272390286895 -0.032167149147403838 -0.011873916684957643 0.012421837211534838
leaf_weight=0.0010354953526866386 0.0011108607790043729 0.0010131138644087242 0.0011363555793263956 0.0012896408926872617 0.0019855806672368294 0.0010296879659260892 0.0010321921804083123 0.0010512868247097374 0.0011828664790873439
leaf_count=317 318 191 195 566 494 112 1228 276 213
internal_value=0 -0.00231825 0.00850469 0.000933548 0.00405649 0.0187482 -0.00165802 -0.00948834 0.000989405
internal_weight=0 0.00961986 0.00224722 0.00858437 0.00729473 0.0020428 0.00525193 0.00326635 0.00223415
internal_count=3910 3397 513 3080 2514 303 2211 1717 489
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=8
num_cat=0
split_feature=1 0 133 151 4 3 15
split_gain=2.47476e-05 5.06469e-05 4.42056e-05 3.72477e-05 5.93891e-05 4.85557e-05 4.416e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -0.087654999999999983 0.24280000000000004 0.088060000000000013 -0.03231499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.025580175235199745 0.020259065910594169 0.011090948520964171 -0.014816847177227491 0.015061249359936683 0.015275635442051988 -0.017648068276638628 -0.0088468909189211992
leaf_weight=0.0010506019478835663 0.0010698395545585132 0.0015791010206845919 0.0011297921159295673 0.0014577842680024876 0.001906202063015801 0.0019818749631454122 0.001643628687788409
leaf_count=1044 164 435 529 349 425 250 714
internal_value=0 -0.00694264 0.000285641 0.00288252 0.000222796 -0.00542193 0.00239086
internal_weight=0 0.0037595 0.00270889 0.00805933 0.00698949 0.00508329 0.00310141
internal_count=3910 2008 964 1902 1738 1313 1063
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=10
num_cat=0
split_feature=11 16 2 0 4 16 0 1 52
split_gain=2.43703e-05 3.20691e-05 6.32118e-05 8.56004e-05 7.8608e-05 5.17268e-05 7.76938e-05 4.79606e-05 9.70406e-05
threshold=0.077330000000000024 -0.41862999999999995 0.10910500000000002 -0.13506999999999997 -0.37626499999999991 -0.11180499999999999 -0.06402999999999999 0.089175000000000018 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 -7
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=-0.013395746724700645 -0.014365283700282198 -0.026522653988980141 -0.0026903192375036101 0.035809684907634705 0.021243569144345022 0.022202438247970586 0.019695458317777605 -0.023077924484449404 -0.0214672102569036
leaf_weight=0.0013128598285311191 0.0011038529274671411 0.0010596167114607672 0.0010945619971059405 0.0012225164374712724 0.001236736189360944 0.0010290899361713184 0.0012500896641817385 0.0014735656859934188 0.0010065788395173711
leaf_count=394 279 141 92 438 227 363 164 519 1293
internal_value=0 0.0012418 0.00329211 0.0176227 -0.00141404 0.00302312 -0.00171156 -0.00933736 0.000609071
internal_weight=0 0.0106856 0.00937276 0.00231708 0.00705568 0.00599606 0.00475932 0.00350923 0.00203567
internal_count=3910 3631 3237 530 2707 2566 2339 2175 1656
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=11
num_cat=0
split_feature=11 457 48 0 13 12 3 15 4 13
split_gain=6.74027e-05 5.93979e-05 9.0567e-05 8.36303e-05 5.46334e-05 0.000135452 9.58573e-05 6.80208e-05 9.5666e-05 5.77972e-05
threshold=0.080455000000000013 -0.0034949999999999994 0.016865000000000002 -0.18901999999999997 -0.094679999999999986 0.051320000000000005 -0.084014999999999992 -0.038029999999999987 -0.06272999999999998 -0.37340499999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 9 7 -7 -6 -9 -3
right_child=-2 2 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00042740495290439882 -0.00049771160453993175 -9.7618571460818309e-05 -3.1848420704913658e-06 0.00062200318227420125 -0.00023637393289279584 -0.00014387382872302985 -0.00087355902243111078 -5.6886516189798232e-05 0.0007795723265884186 0.00055373626903373397
leaf_weight=0.0010253122637643554 0.0010258136770297807 0.0010454368553879149 0.0015049309712442671 0.00181442869742414 0.0012298816249421609 0.0016345003481871888 0.0012005936934666884 0.0010969617807178103 0.0010094287841254258 0.0010496060571582966
leaf_count=307 241 103 89 524 268 819 1145 142 95 177
internal_value=0 2.49441e-05 6.49759e-05 0.000338555 -4.48795e-05 -0.000137756 -0.000452878 0.000130028 0.000343963 0.000228707
internal_weight=0 0.0126111 0.0115858 0.00331936 0.00826641 0.00617137 0.00283509 0.00333627 0.00210639 0.00209504
internal_count=3910 3669 3362 613 2749 2469 1964 505 237 280
is_linear=0
shrinkage=0.00196078


Tree=4109
num_leaves=11
num_cat=0
split_feature=11 1 151 0 2 49 15 15 52 0
split_gain=7.10435e-05 5.29713e-05 8.75414e-05 8.04671e-05 7.75556e-05 7.01424e-05 4.84559e-05 0.000109595 0.000142537 9.71222e-05
threshold=0.081005000000000008 0.076710000000000014 -0.086769999999999986 0.047345000000000005 0.087005000000000013 -0.07107999999999999 1.0000000180025095e-35 -0.017214999999999998 -0.072349999999999984 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 7 8 -7 -10
right_child=-2 2 5 -5 -6 6 -8 -9 9 -11
leaf_value=6.2334879488050248e-05 -0.0005115319490149702 0.00061538225835563825 -0.00038076098863859699 0.00017060359982813496 -0.00062777194595593582 -0.0005115610785447098 -0.00023811221461600602 0.00078694342016678235 -3.9440592875801216e-05 0.00069549534051423993
leaf_weight=0.0010139051139197628 0.0010144909051292882 0.001172663386342622 0.00126932677436858 0.0018317721701033057 0.0016368828417277345 0.0011700817476757979 0.0011426213497927147 0.001007758655033145 0.0014778870332994144 0.0012989260863355415
leaf_count=606 233 170 177 89 1303 152 449 191 184 356
internal_value=0 2.71823e-05 0.00011779 -0.000145426 -0.000363812 3.85805e-05 0.000125879 0.000209821 6.24643e-05 0.000304345
internal_weight=0 0.0130218 0.00853927 0.00448256 0.00265079 0.0073666 0.00609727 0.00495465 0.00394689 0.00277681
internal_count=3910 3677 1679 1998 1909 1509 1332 883 692 540
is_linear=0
shrinkage=0.00196078


Tree=4110
num_leaves=11
num_cat=0
split_feature=484 474 160 50 42 2 47 4 2 4
split_gain=0.000147587 6.37681e-05 6.61842e-05 0.000102864 0.000120216 0.000122109 6.78395e-05 0.000210644 0.000124671 6.44347e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 0.087555000000000008 -1.0000000180025095e-35 0.12068000000000001 0.09252500000000001 0.05309500000000001 0.086875000000000022 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11
leaf_value=-0.0007164709555830223 -0.00038069996703451341 0.00049019985328455984 -0.00046793806322801955 0.00065405138440485225 -0.0004835961029469024 -0.0005032699300702182 -0.00017896313045686143 0.00096601473107150266 2.5672305944239995e-05 0.00058777529258058033
leaf_weight=0.0010636886832110061 0.0015279737724818989 0.0011193160615727707 0.0017760533824406977 0.0010011614565616942 0.0011282639764497249 0.001135556644412802 0.0015196384002096608 0.0013420133554930191 0.0017663848235400376 0.0014098600983487152
leaf_count=612 572 298 731 306 333 208 146 226 343 135
internal_value=0 4.16775e-05 1.85505e-06 5.46159e-05 -4.93413e-06 9.412e-05 0.000188783 0.000287754 7.6293e-05 0.000275177
internal_weight=0 0.0137262 0.0126069 0.0110789 0.0100778 0.00830172 0.00716616 0.00564652 0.00430451 0.00317624
internal_count=3910 3298 3000 2428 2122 1391 1183 1037 811 478
is_linear=0
shrinkage=0.00196078


Tree=4111
num_leaves=9
num_cat=0
split_feature=14 49 2 13 13 3 4 1
split_gain=2.21876e-05 4.37315e-05 4.94071e-05 7.39397e-05 4.12259e-05 6.77698e-05 6.19958e-05 2.8663e-06
threshold=-1.0000000180025095e-35 0.090445000000000011 0.10910500000000002 -0.13934999999999997 0.0024700000000000004 -0.08348499999999999 -1.0000000180025095e-35 0.10561500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -4
right_child=1 -3 7 4 -6 6 -8 -9
leaf_value=-0.013514264542577554 -0.028599684840936619 0.020686248986460147 0.016725012519041633 0.026267620346760629 -0.01308109841216043 0.0098922312558624576 -0.016466541498835648 0.0091947247643217184
leaf_weight=0.001134925491019693 0.0010973139587041715 0.0010389477745604949 0.0010221059821007886 0.0010926876521789751 0.0018765600099594666 0.0019498186090470616 0.0016452004553279989 0.0010000266676700469
leaf_count=196 137 551 191 739 450 1003 377 266
internal_value=0 0.00118916 -0.000902649 -0.00457225 -0.000555716 0.00445838 -0.00217042 0.013001
internal_weight=0 0.0107227 0.00968371 0.00766158 0.00656427 0.00468771 0.00359502 0.00202213
internal_count=3910 3714 3163 2706 2569 2119 1380 457
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=11
num_cat=0
split_feature=484 3 484 160 1 12 15 2 0 0
split_gain=6.82953e-05 4.16844e-05 4.13369e-05 7.96123e-05 6.07428e-05 9.45902e-05 0.000133815 7.15832e-05 8.61781e-05 0.000158369
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.087495000000000017 0.090735000000000024 0.12811000000000003 0.10129000000000001 -0.10192499999999999 0.10679500000000001 -0.071924999999999989 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00048865756418537548 0.00040502828243974508 -0.00041102505471417154 -0.00036936042819484498 -0.00046607842456193068 0.00048299937573093645 -0.00050070553877055296 0.00068119989676464665 -0.00020941033492979377 0.00080080649913853155 -0.00021094679566625776
leaf_weight=0.0010609211011877026 0.0010418258848966565 0.0014633266819130981 0.0010818387188670812 0.0010968095744474339 0.0013147250686501655 0.0011179527431964742 0.0013940102938246341 0.0010205469729211636 0.0012556538501978785 0.0016953630325528281
leaf_count=627 225 259 337 205 231 311 153 172 248 1142
internal_value=0 2.95428e-05 -4.65152e-06 3.3439e-05 9.25947e-05 2.80063e-05 0.000114561 0.000257902 0.000367663 0.000191614
internal_weight=0 0.0124821 0.0114402 0.0103584 0.00926158 0.00794685 0.0068289 0.00536557 0.00434503 0.00308937
internal_count=3910 3283 3058 2721 2516 2285 1974 1715 1543 1295
is_linear=0
shrinkage=0.00196078


Tree=4113
num_leaves=9
num_cat=0
split_feature=1 4 151 49 16 51 2 2
split_gain=2.31171e-05 4.62391e-05 2.9333e-05 5.47395e-05 6.56927e-05 0.000109595 6.62356e-05 2.08612e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.087654999999999983 -0.07107999999999999 -0.055679999999999993 -0.09021499999999999 0.089910000000000004 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 6 -6 -5 -1
right_child=2 -3 3 4 5 -7 -8 -9
leaf_value=-0.00676094638581211 0.01820318499861456 -0.019059123140196716 -0.019312171879684439 -0.00037404918143350044 0.01305815310105491 -0.026923393897926612 0.028863083716535811 0.01319693703010001
leaf_weight=0.0010460546281119872 0.0010738483017209083 0.0016744067969869545 0.0011675878210683135 0.0015355157478013956 0.0013756341520384146 0.0013668008879471373 0.0015641774098184528 0.0010488829634469343
leaf_count=406 164 1554 206 531 272 453 276 48
internal_value=0 -0.00667039 0.00281259 0.000454839 0.00440541 -0.00686823 0.0143797 0.00323147
internal_weight=0 0.00376934 0.00808356 0.00700972 0.00584213 0.00274244 0.00309969 0.00209494
internal_count=3910 2008 1902 1738 1532 725 807 454
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=9
num_cat=0
split_feature=49 42 403 43 52 0 457 16
split_gain=2.00816e-05 5.08483e-05 5.05501e-05 6.19833e-05 5.96688e-05 8.5915e-05 4.51838e-05 3.96034e-05
threshold=-0.045004999999999996 0.091955000000000023 0.03138500000000001 0.070805000000000021 -0.074484999999999982 -0.083564999999999987 0.084715000000000013 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 7 -1 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0034838442155425905 -0.024288490582115435 -0.021331222165013704 0.021448216349005251 0.018801975858488987 -0.0049927362194175009 -0.021587342576694975 0.022514222747301495 0.018818181532627203
leaf_weight=0.0016125598314864036 0.001455356129391459 0.001233056555839049 0.001005564018240126 0.0011319219301098053 0.0011924695268545082 0.0013542591213337599 0.0011418692901797407 0.0016863445077011448
leaf_count=371 594 758 331 221 191 598 158 688
internal_value=0 -0.00245676 0.000517117 -0.00256888 -0.00682139 -0.000816098 0.00729385 0.00895516
internal_weight=0 0.00905897 0.00782592 0.00682035 0.00568843 0.00423307 0.00275443 0.00287881
internal_count=3910 3381 2623 2292 2071 1477 529 879
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=9
num_cat=0
split_feature=39 42 49 49 403 13 0 16
split_gain=2.42614e-05 3.48962e-05 4.16247e-05 6.36728e-05 4.20644e-05 6.2962e-05 0.00013103 7.27825e-05
threshold=0.005105000000000001 0.091955000000000023 -0.085974999999999982 -0.047894999999999993 0.019620000000000002 -0.083924999999999986 -0.10131499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.018353174513113364 0.011066779155146001 -0.017528876712243686 0.026128440446660451 0.010866960739933556 0.01815347677040173 -0.012635882692637433 -0.035151439970403646 0.022226248007879441
leaf_weight=0.0010619247535549525 0.0016529704001224657 0.0012661046801549078 0.0010135610936174919 0.0019030637262408842 0.0010035396310258664 0.0013467509726485874 0.0014478112439716409 0.0010783590757967336
leaf_count=179 459 669 151 630 337 160 1241 84
internal_value=0 -0.0020002 0.000220121 0.00275101 -0.000743992 -0.0040273 -0.011346 0.00286605
internal_weight=0 0.0101211 0.00885501 0.00779309 0.00677952 0.00577599 0.00387292 0.00242511
internal_count=3910 3451 2782 2603 2452 2115 1485 244
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=8
num_cat=0
split_feature=3 1 16 52 52 16 4
split_gain=2.39511e-05 4.41972e-05 4.41738e-05 6.58709e-05 4.1265e-05 6.11664e-05 3.01348e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.27337499999999998 -0.072349999999999984 0.086950000000000013 -0.083564999999999987 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=0.014606216277270998 0.011575612632158422 -0.011067135920327716 -0.0061292463891835479 0.0066757073942221084 -0.024498354508687991 -0.016906789289751291 0.026860555145056565
leaf_weight=0.0010054831976362829 0.0014705704504511881 0.0015393400835477782 0.0019126170362569906 0.0013606475173213639 0.0012726107685516325 0.0015473015041246245 0.0016205474427593259
leaf_count=259 401 325 398 462 792 1040 233
internal_value=0 -0.00153501 0.00370784 0.00835528 -0.00939615 -0.00302768 0.017648
internal_weight=0 0.0107236 0.00643315 0.00489381 0.00429048 0.00301787 0.00298119
internal_count=3910 3651 1418 1093 2233 1441 695
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=9
num_cat=0
split_feature=43 48 0 1 4 13 0 48
split_gain=2.53464e-05 5.85429e-05 4.48896e-05 4.45807e-05 3.52124e-05 5.51756e-05 0.000146806 5.09677e-05
threshold=-0.053009999999999995 0.086665000000000006 -0.077944999999999987 0.09112000000000002 -0.23071499999999998 -0.0041499999999999983 -0.10462499999999998 0.086065000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 7 -7
right_child=4 -3 3 -5 5 6 -8 -9
leaf_value=-0.015770779684690931 -0.017942704785960346 0.027153259920641742 0.022859371536498842 -0.00641293896844446 -0.014152505419558079 0.0052003641596267101 0.038907045237198755 -0.021671144668708828
leaf_weight=0.0012109399777815674 0.0014030736060126293 0.0010010918524520429 0.0010564827693125998 0.0010250912948781194 0.0019529836443768133 0.0018948280221545918 0.0010302252197890134 0.0011248798069447563
leaf_count=972 236 304 264 258 1298 168 317 93
internal_value=0 0.00597682 -0.000461891 0.00844394 -0.00368015 -0.000346536 0.00631106 -0.00480962
internal_weight=0 0.00429361 0.00329251 0.00208157 0.00740599 0.00600292 0.00404993 0.00301971
internal_count=3910 1798 1494 522 2112 1876 578 261
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=11
num_cat=0
split_feature=484 4 0 160 43 16 16 2 2 13
split_gain=6.41634e-05 3.47703e-05 9.85999e-05 5.13277e-05 7.00629e-05 0.000125993 9.53565e-05 6.48695e-05 0.000108233 8.74053e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.090735000000000024 -0.079109999999999986 0.0032450000000000005 0.05259500000000001 0.10796500000000002 0.089910000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 -6
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11
leaf_value=-0.00047511620955987128 -0.0003140789050257911 0.00012098022682328022 0.0006034397569919729 -0.00040851724928439841 -0.00046104245703684814 -0.0007202504294113026 0.00064309140459504295 -0.00026232494773731422 0.00068183682497674817 0.0002939322111812525
leaf_weight=0.0010547791529930744 0.0010476738540423766 0.0017353235500868632 0.001151976964622021 0.0010667027509400429 0.0010696848216085937 0.0011303888073819113 0.0012534121542500326 0.0017893701869726069 0.0011768484642943559 0.0013135308549916433
leaf_count=627 151 614 152 220 854 254 249 305 332 152
internal_value=0 2.81201e-05 5.87956e-05 -7.58404e-07 4.51786e-05 -0.000210846 0.000156296 4.22364e-05 0.000195316 -4.49313e-05
internal_weight=0 0.0127349 0.0116872 0.0105353 0.00946856 0.00286571 0.00660285 0.00534943 0.00356006 0.00238322
internal_count=3910 3283 3132 2980 2760 868 1892 1643 1338 1006
is_linear=0
shrinkage=0.00196078


Tree=4119
num_leaves=9
num_cat=0
split_feature=52 2 2 160 42 52 2 2
split_gain=2.29169e-05 5.25206e-05 8.93093e-05 4.15767e-05 5.70549e-05 3.72466e-05 7.19709e-05 8.19364e-05
threshold=-0.048794999999999991 0.097940000000000013 0.085005000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.10571000000000001 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 7 -6
right_child=3 -3 -4 4 5 -7 -8 -9
leaf_value=0.015822660068903299 -0.018487877420108281 0.020906816275708451 -0.02121294186932518 -0.020169388108168478 -0.0065748410026321971 0.021844418888908215 -0.018096759406610537 0.02885387241367935
leaf_weight=0.0013052911286740242 0.0014685979964026733 0.0014863636020935171 0.0012991852480600252 0.001119273342229065 0.0013815022678903633 0.0010211573988721558 0.0013735738237536975 0.0012375280240806237
leaf_count=307 924 496 387 695 359 164 228 350
internal_value=0 0.00590802 -0.00265173 -0.00337462 0.000244351 0.00480152 0.000442589 0.0101657
internal_weight=0 0.00409084 0.00260448 0.00760163 0.00613303 0.00501376 0.0039926 0.00261903
internal_count=3910 1190 694 2720 1796 1101 937 709
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=11
num_cat=0
split_feature=484 42 43 3 3 16 16 13 4 16
split_gain=0.000135173 7.05112e-05 9.25947e-05 0.000100714 0.000108007 9.91372e-05 9.06054e-05 9.86e-05 0.000164682 5.89533e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 -0.078669999999999976 -0.10628499999999998 0.15100500000000003 -0.19424999999999998 -0.0041499999999999983 -1.0000000180025095e-35 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 -8 -9 -4
right_child=1 2 5 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00083156789794840808 -0.00059805354872031298 0.00038005677446364917 -8.1626476916018105e-05 0.00057680741598225822 -0.00043843708299146355 -0.00060576410144702576 -0.00039957118147638805 0.00075865922152966827 -0.00013482184005033894 -0.00070195522707731462
leaf_weight=0.0010669628354240948 0.0010357811281993942 0.0011447965009132215 0.001203921977765433 0.0015220948574407624 0.0013517260506906714 0.0016983558992137264 0.001152792974452452 0.0014477510935971688 0.0017539901353978006 0.0011532160771867824
leaf_count=612 215 141 179 391 561 306 1014 210 124 157
internal_value=0 -0.000106532 -6.5569e-05 0.000179265 -6.31115e-05 -0.000182559 -7.54696e-05 9.21455e-05 0.000269189 -0.000385119
internal_weight=0 0.0134644 0.0124286 0.00401862 0.00249652 0.00841003 0.00671167 0.00435453 0.00320174 0.00235714
internal_count=3910 3298 3083 1093 702 1990 1684 1348 334 336
is_linear=0
shrinkage=0.00196078


Tree=4121
num_leaves=9
num_cat=0
split_feature=124 13 43 4 4 13 1 16
split_gain=2.18857e-05 2.8013e-05 4.91927e-05 4.18517e-05 0.000103054 0.000100548 8.29282e-05 3.11178e-05
threshold=-0.048219999999999992 0.17936000000000002 -0.083899999999999988 -0.034289999999999994 -1.0000000180025095e-35 -0.09547499999999999 0.094695000000000015 -0.074204999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -6 -8
right_child=1 -3 3 4 6 -7 7 -9
leaf_value=0.013715258680878346 0.015699003868892454 -0.016627937445680498 0.0075117395526162131 0.0294009358323475 -0.026892470387738527 -0.031135493022711826 -0.0057916545161643901 0.01510771898832123
leaf_weight=0.0010229359345159577 0.0016776012788843721 0.0011108112316623635 0.0012540869496831591 0.0010918271956974548 0.0012299518441914264 0.0014533209947736551 0.0014953431051285631 0.0013607267518778061
leaf_count=319 701 196 123 383 477 1280 275 156
internal_value=0 -0.00159664 0.000149374 -0.00315884 0.00210923 -0.0132339 -0.0051834 0.0041655
internal_weight=0 0.0106737 0.00956286 0.00788526 0.00517785 0.00270741 0.00408602 0.00285607
internal_count=3910 3591 3395 2694 1291 1403 908 431
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=12
num_cat=0
split_feature=484 1 52 51 0 0 3 4 4 49 42
split_gain=9.8104e-05 5.64786e-05 9.07724e-05 6.43999e-05 6.6866e-05 0.000122806 0.000214977 0.000141479 0.000108445 5.88474e-05 3.5754e-05
threshold=-0.0043499999999999988 0.13535500000000003 0.11401500000000002 0.085845000000000019 -0.070894999999999986 -0.10575999999999998 0.11818000000000002 -0.077679999999999985 -0.48072499999999996 -1.0000000180025095e-35 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 -7 -6 -2 -10
right_child=1 -3 -4 -5 8 7 -8 -9 10 -11 -12
leaf_value=-0.00059126251101607077 0.00083737977221442833 0.00048199747228924353 -0.00049654178512756417 -0.00038658948532177724 -0.00018170264119683814 0.00019641762909982817 -0.00048253013313178121 -0.00070649539093564141 0.00079258743951777968 0.0002630058457910872 0.0003004368440299159
leaf_weight=0.0010372535254530276 0.0011968931084258803 0.0010036243111995408 0.0012783872890749599 0.0011420389871066782 0.0010822684864502385 0.0011487716705504988 0.0012034087947112061 0.0015916068843932205 0.0012622929484537003 0.0016060253440133019 0.0010311236071807483
leaf_count=612 119 237 490 246 150 621 71 728 199 219 218
internal_value=0 3.44171e-05 -1.39648e-06 5.4797e-05 0.000104596 -8.1309e-06 0.000210659 -0.000327993 0.000329893 0.000508273 0.000571316
internal_weight=0 0.0135464 0.0125428 0.0112644 0.0101224 0.00674671 0.00400633 0.00274038 0.00337569 0.00280292 0.00229342
internal_count=3910 3298 3061 2571 2325 1758 409 1349 567 338 417
is_linear=0
shrinkage=0.00196078


Tree=4123
num_leaves=12
num_cat=0
split_feature=484 3 484 1 12 15 3 3 3 43 2
split_gain=6.91101e-05 3.87609e-05 4.07043e-05 5.35592e-05 0.000108208 0.000104734 6.38137e-05 7.62706e-05 7.76175e-05 7.32647e-05 6.2929e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.087495000000000017 0.12811000000000003 0.10129000000000001 -0.095799999999999982 0.096385000000000012 -0.016619999999999996 -0.078884999999999997 -0.083899999999999988 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 10 7 8 9 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0004977594189800841 0.00039427854930654027 -0.00064752057537603182 -0.00037354072507468828 0.00038113265134855019 -0.00058740972635867525 0.00039647789214408431 0.00058613217072115765 -0.00033953252292478429 0.00067314537513328695 -0.00035051484984472135 3.0229568103094909e-05
leaf_weight=0.0010502506329867515 0.0010099515111340355 0.0010704419713417207 0.0010541172392882587 0.0014437544641626781 0.0011489301670128812 0.0010025543729233054 0.0012664046788390393 0.0011783365960200179 0.0010720607320610152 0.0010167562340385806 0.0010369296654209317
leaf_count=627 225 213 337 258 323 297 138 186 323 822 161
internal_value=0 2.62581e-05 -6.66251e-06 3.11185e-05 -2.63554e-05 5.79794e-05 0.00019959 8.49406e-05 0.000246737 2.03547e-05 -0.000314034
internal_weight=0 0.0123002 0.0112903 0.0102362 0.00879241 0.00764348 0.00553611 0.00426971 0.00309137 0.00201931 0.00210737
internal_count=3910 3283 3058 2721 2463 2140 1766 1628 1442 1119 374
is_linear=0
shrinkage=0.00196078


Tree=4124
num_leaves=12
num_cat=0
split_feature=484 457 42 160 3 43 4 16 16 1 2
split_gain=0.000141357 9.44634e-05 8.99467e-05 0.000159671 0.000105355 0.000140164 0.000101124 0.000146614 9.51042e-05 8.00991e-05 7.18545e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -1.0000000180025095e-35 -0.082234999999999989 -0.078884999999999997 -0.074254999999999988 -0.00072999999999999985 0.099280000000000021 -0.072359999999999994 0.085990000000000011 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 10 -6 7 -7 -8 -3 -5
right_child=1 2 3 4 5 6 8 -9 -10 -11 -12
leaf_value=-0.00068606097198832831 -0.0005229953746403868 -0.00066677439337915062 -0.00051494610152721997 -0.00041830494923104201 0.0010398781259899213 0.0011196772207948888 0.00030382734402016528 9.2862297851140378e-05 -0.00040722379330119477 4.5981745366925264e-05 0.00019625771390208285
leaf_weight=0.0011083313420135439 0.0010555141985800999 0.0010298372242040768 0.0011753931929789031 0.0012098623401092011 0.0010795436368911081 0.001038696508473172 0.0019226608098616561 0.0011016659063878727 0.0011592407658170593 0.0014735509507264755 0.0018497364523448363
leaf_count=612 197 733 468 367 235 219 217 103 115 251 393
internal_value=0 4.11981e-05 8.68657e-05 0.000166242 0.00025177 0.00039671 0.000263754 0.000591165 3.63693e-05 -0.00024723 -4.67598e-05
internal_weight=0 0.0140957 0.0130402 0.0105368 0.00936141 0.00630181 0.00522226 0.00214036 0.0030819 0.00250339 0.0030596
internal_count=3910 3298 3101 2117 1649 889 654 322 332 984 760
is_linear=0
shrinkage=0.00196078


Tree=4125
num_leaves=10
num_cat=0
split_feature=158 50 156 1 15 2 0 4 3
split_gain=2.28595e-05 4.45458e-05 5.01107e-05 4.27215e-05 6.89714e-05 5.47983e-05 0.000115455 0.000126165 2.96254e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084330000000000016 0.12730000000000002 -0.11739999999999999 0.10113500000000002 -0.077944999999999987 0.0057500000000000008 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -7
right_child=-2 -3 -4 -5 5 8 -8 -9 -10
leaf_value=-0.02052455878027892 -0.014661677755138304 -0.018473488412867119 -0.016549461206700821 0.024379635675365795 -0.015959197264238802 -0.018533363900131276 0.038033157021830244 0.025236650922825662 0.0051116653291041793
leaf_weight=0.001058414781248824 0.0010067572074520118 0.0010500174063743173 0.0011342480285807853 0.001083177591203883 0.0016488495683078235 0.0010107599596614501 0.0013271302088342088 0.0013538030558150529 0.0011137882002226068
leaf_count=239 488 655 479 211 910 373 307 170 78
internal_value=0 0.00109478 0.00320646 0.00581329 0.00313642 0.00701647 0.0134709 0.00261473 -0.00613753
internal_weight=0 0.0107802 0.00973017 0.00859592 0.00751275 0.00645433 0.00432978 0.00300265 0.00212455
internal_count=3910 3422 2767 2288 2077 1838 1387 1080 451
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=9
num_cat=0
split_feature=52 52 39 52 12 16 12 52
split_gain=2.20946e-05 5.3003e-05 3.79887e-05 4.7831e-05 5.07772e-05 9.2398e-05 4.31582e-05 4.70599e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.005105000000000001 -0.0066199999999999991 0.088375000000000023 -0.17157499999999998 0.081080000000000013 0.06136500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.013677466591021157 0.01598095081064008 -0.021280472729464581 0.015325470986699881 -0.0126290629244493 0.0073079997866118103 -0.030019814867978997 0.024071077528539986 0.015149581546754502
leaf_weight=0.0011056842922996584 0.0019698919380135476 0.0014145091310610487 0.0010830452759988665 0.0013634041670913394 0.001328046290089745 0.0013244716085632521 0.0010417089766781309 0.0011034276509806901
leaf_count=425 546 453 306 198 182 1024 624 152
internal_value=0 0.00117566 -0.00219265 -0.00469713 -0.000889786 -0.0113308 0.00700377 -0.00020352
internal_weight=0 0.0106285 0.00865861 0.00757557 0.00616106 0.00265252 0.00350854 0.00246683
internal_count=3910 3485 2939 2633 2180 1206 974 350
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=10
num_cat=0
split_feature=1 0 133 159 50 12 2 3 16
split_gain=2.04651e-05 4.58233e-05 3.91113e-05 2.82516e-05 3.56071e-05 5.89369e-05 8.93022e-05 7.52103e-05 7.94435e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.073745000000000019 0.088425000000000017 0.097345000000000015 1.0000000180025095e-35 0.088060000000000013 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -8 -9
right_child=3 2 -4 -5 -6 -7 7 8 -10
leaf_value=-0.024094312099894738 -0.022487449245428684 0.010900231413976467 -0.0136654294383369 0.018315043106440186 -0.016750220712722769 0.024618472771424538 0.027926547144023896 -0.020932079201675627 0.016332654599920782
leaf_weight=0.0010445431470252706 0.0014128454610292046 0.0015485870552725887 0.0011145668891245713 0.0010058640762686888 0.0010328115135860372 0.0010700592249178577 0.0011737837478798512 0.0012020408863724023 0.0010916235738092084
leaf_count=1044 402 435 529 380 415 172 282 133 118
internal_value=0 -0.00634319 0.000619161 0.0026464 0.00038947 0.00336443 -0.00129576 0.00733901 -0.00319668
internal_weight=0 0.0037077 0.00266315 0.00798903 0.00698316 0.00595035 0.00488029 0.00346745 0.00229366
internal_count=3910 2008 964 1902 1522 1107 935 533 251
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=9
num_cat=0
split_feature=11 48 51 42 2 16 13 4
split_gain=2.37151e-05 2.74042e-05 5.09713e-05 7.69077e-05 8.6239e-05 7.64556e-05 0.000102041 0.00012013
threshold=0.077330000000000024 0.096835000000000018 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.082014999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.035924539670393059 -0.014221268174872166 0.013589797355496369 -0.02173096105124897 -0.01629522830040275 0.032203087218501673 -0.020543264007550924 0.014894968284086164 -0.027279716486802469
leaf_weight=0.0010001496228561574 0.0010907690649397056 0.0015411948500241622 0.0010339455200122456 0.0018048152151917017 0.0011254710976489769 0.0011921038698310864 0.0017721304857026899 0.0010912847827690322
leaf_count=391 279 339 378 1139 229 165 723 267
internal_value=0 0.00126651 -0.000839118 0.00186576 0.00716854 0.00159546 0.00842636 -0.00117835
internal_weight=0 0.0105611 0.0090199 0.00798596 0.00618114 0.00505567 0.00386356 0.00286342
internal_count=3910 3631 3292 2914 1775 1546 1381 990
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=8
num_cat=0
split_feature=1 4 15 15 16 0 2
split_gain=2.03463e-05 4.87523e-05 3.61471e-05 8.77167e-05 7.84104e-05 7.68578e-05 2.066e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 1.0000000180025095e-35 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999 0.099015000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0062900043236968524 -0.0070296748882121302 -0.019454424631026174 -0.010682527564646667 0.032102528517396887 -0.015791713876039913 0.023111557067204559 0.013907511407391949
leaf_weight=0.0010022357451520423 0.0015218810846456827 0.0015955372240155415 0.0016188669827880255 0.0010743720094703677 0.0018567196086004684 0.0019048939162100867 0.001023787101608109
leaf_count=392 131 1552 583 301 410 493 48
internal_value=0 -0.00638012 0.00265803 0.00605486 0.000758201 0.00972539 0.00391618
internal_weight=0 0.00362156 0.00797673 0.00635787 0.00528349 0.00342678 0.00202602
internal_count=3910 1992 1918 1335 1034 624 440
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=11
num_cat=0
split_feature=484 474 160 42 43 42 15 0 3 12
split_gain=0.000100179 4.32432e-05 5.24465e-05 7.30032e-05 6.17026e-05 7.50824e-05 8.48451e-05 0.000136087 6.97103e-05 5.42092e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -1.0000000180025095e-35 -0.074254999999999988 0.078965000000000021 -1.0000000180025095e-35 -0.18901999999999997 -0.079784999999999981 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 -6 -5 -8
right_child=1 -3 3 4 5 -7 9 -9 -10 -11
leaf_value=-0.00075685215609248369 -0.00049943779472891455 0.00027562570404897834 -0.0004358801114895462 -3.4673087656561031e-05 -0.00015811684759830001 -0.00058271041392705209 -0.0006443269163332034 0.00073779470780926037 0.00062998623373340039 -8.2247887044148811e-06
leaf_weight=0.001006677638682449 0.0014324962272996818 0.0010066611806538736 0.0020001399614324933 0.0014751018954284184 0.0015943873861459235 0.0011313263767190277 0.0010109922740402953 0.0011026511025274618 0.0010305018537502273 0.0010500878734847063
leaf_count=612 572 298 844 223 112 608 121 167 248 105
internal_value=0 -0.000114505 -0.000147709 -9.92398e-05 -1.90345e-05 -0.00012868 -2.07258e-05 0.000208166 0.000238687 -0.000320243
internal_weight=0 0.0128343 0.0118277 0.0103952 0.00839505 0.00588945 0.00475812 0.00269704 0.0025056 0.00206108
internal_count=3910 3298 3000 2428 1584 1113 505 279 471 226
is_linear=0
shrinkage=0.00196078


Tree=4131
num_leaves=9
num_cat=0
split_feature=11 39 13 0 16 3 0 1
split_gain=2.20755e-05 2.6586e-05 6.88638e-05 7.96875e-05 5.59379e-05 3.57122e-05 3.36194e-05 3.34477e-05
threshold=0.077330000000000024 0.005105000000000001 -0.094679999999999986 -0.053834999999999994 0.0015250000000000001 -1.0000000180025095e-35 -0.084304999999999977 0.096035000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=0.0022169483967305736 -0.013828008803147161 0.013146047827971253 -0.018808348054749763 -0.029401818214470167 0.015553328854740001 0.011008661196970495 0.02800160084508805 -0.011439019045203913
leaf_weight=0.001000877464280838 0.0010911914849632094 0.0015636203167240176 0.0015603265210895807 0.0011797119913022043 0.0015240936247232469 0.0013847213215784329 0.0010220276806578855 0.0012749239189331629
leaf_count=260 279 445 1776 329 509 115 88 109
internal_value=0 0.00111554 -0.000987043 -0.00572925 -0.000867397 -0.00679794 0.0152441 0.000248172
internal_weight=0 0.0105103 0.00894668 0.00692378 0.00574407 0.00421997 0.00202291 0.00265965
internal_count=3910 3631 3186 2838 2509 2000 348 224
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=9
num_cat=0
split_feature=4 1 16 2 13 13 4 52
split_gain=2.07395e-05 6.77356e-05 3.2454e-05 6.95517e-05 7.9542e-05 4.76131e-05 5.62904e-05 8.57491e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 -0.084184999999999996 0.0024700000000000004 -1.0000000180025095e-35 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.018551509296142202 -0.0087768865825565579 0.024317621358711541 -0.025371860894320582 0.018616662606318547 -0.00052389269581662923 -0.014804432092291965 -0.0092208546069826487 0.038522956425270968
leaf_weight=0.001102827802403796 0.0012305340547404454 0.0012433337044019843 0.0014610070160177941 0.0015698670245923082 0.0012748793186396184 0.0013550677886085731 0.0013237687731389469 0.0010063850079947568
leaf_count=148 196 353 748 412 408 477 304 864
internal_value=0 0.00785598 -0.00247071 -0.000251414 -0.00486438 0.00117613 0.00718294 0.0167017
internal_weight=0 0.00247387 0.0090938 0.00799097 0.00642111 0.0049601 0.00360503 0.00228126
internal_count=3910 549 3361 3213 2801 2053 1576 1272
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=9
num_cat=0
split_feature=49 151 4 2 42 2 3 4
split_gain=2.16219e-05 4.52137e-05 7.11757e-05 7.51149e-05 4.38536e-05 0.000139026 6.68925e-05 4.09332e-05
threshold=-0.045004999999999996 -0.06189999999999999 0.27608500000000008 0.10393500000000001 -0.088669999999999985 0.086650000000000019 -0.075954999999999981 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0046947789349914247 -0.022593985721692161 0.020555500934229951 0.02378358546329724 -0.021311285566607892 -0.037089133241127989 0.02093140826878994 -0.002943900635174209 0.019927024147859795
leaf_weight=0.0013528243513282105 0.001005311000608698 0.0010580417001955951 0.0010787978822519653 0.0018089434295647583 0.0010153556072393427 0.0015375636995496201 0.0013191485441817364 0.0013480081164064107
leaf_count=337 364 325 324 503 795 806 264 192
internal_value=0 -0.00263141 -6.43885e-05 -0.00388201 0.0025131 -0.00241698 -0.0177948 0.00759417
internal_weight=0 0.00882316 0.00781785 0.00673905 0.00493011 0.00387207 0.0023345 0.00270083
internal_count=3910 3381 3017 2693 2190 1865 1059 529
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=9
num_cat=0
split_feature=14 49 4 1 1 43 4 2
split_gain=2.10195e-05 4.09231e-05 4.91213e-05 6.2026e-05 6.65721e-05 6.59995e-05 5.73207e-05 5.16273e-05
threshold=-1.0000000180025095e-35 0.090445000000000011 0.17888000000000001 0.11215000000000001 0.095575000000000007 -0.083899999999999988 -0.0010999999999999996 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.013371299193312147 0.011972746417363157 0.020318718716158802 0.015521942452781066 -0.024332238574992102 0.022187505184527719 0.012269389699357088 -0.031987234141769752 -0.015578826264686397
leaf_weight=0.0010979720384285798 0.0016551759110644635 0.001008493419087317 0.0015278434925250261 0.0012675414038631821 0.0011072523032257739 0.0011094942639583998 0.0010380277032027716 0.001664322281867582
leaf_count=196 605 551 359 217 363 693 286 640
internal_value=0 0.00117838 -0.000881767 -0.00407775 -0.000172618 -0.00470128 -0.0119415 -0.00443986
internal_weight=0 0.0103782 0.00936966 0.00784181 0.00657427 0.00546702 0.00381184 0.00277382
internal_count=3910 3714 3163 2804 2587 2224 1619 1333
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 3 52 47
split_gain=2.35391e-05 2.88133e-05 5.56191e-05 4.41094e-05 4.97366e-05 0.000123501 7.8615e-05 3.03448e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.07107999999999999 -0.017214999999999998 0.10420500000000001 0.016565000000000003 0.090515000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.01505281242971454 -0.014257483479979164 -0.018827856394362436 -0.014829739703789686 0.026139756924562652 0.030265000319073632 -0.022086462652801005 -0.0049709619772395162 0.0020912583611849295
leaf_weight=0.001322921319881141 0.0010780061439290443 0.0014319697321521366 0.0012125964957009914 0.0010903514993144412 0.0016133830221790723 0.0016338810878665996 0.001042218036762326 0.0010114035166960689
leaf_count=247 279 1646 221 537 309 231 272 168
internal_value=0 0.00126931 -0.000748713 0.00265599 0.00597352 -0.00146428 0.0164363 0.0145672
internal_weight=0 0.0103587 0.0090358 0.00760383 0.00639124 0.00373564 0.0026556 0.00210176
internal_count=3910 3631 3384 1738 1517 936 581 705
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=11
num_cat=0
split_feature=484 3 150 2 1 2 2 42 12 47
split_gain=8.00043e-05 4.83331e-05 5.04143e-05 7.07916e-05 5.78612e-05 8.66408e-05 0.000155 7.03113e-05 0.000123169 4.71146e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.090695000000000012 0.12547000000000003 0.10521500000000002 0.105395 0.096540000000000015 0.085195000000000007 0.084100000000000022 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 -6
right_child=1 2 -4 -5 9 -7 -8 -9 -10 -11
leaf_value=-0.00052771885848232564 0.00043626097731486603 6.5875362541922049e-05 -0.00034913294752202286 -0.00044805113177510795 0.0006061266555777386 -0.00051404141161249368 0.00077910066361990774 0.00034560483372408614 -0.0007791098192019226 9.883145039772594e-05
leaf_weight=0.0010803277058590794 0.0010257856120472328 0.0018480992521528068 0.001453964811271192 0.0010182306724184137 0.0012871826601497487 0.0010794638428824463 0.0010232859789412654 0.0010985475349557395 0.00103446592571743 0.0015532227574496238
leaf_count=627 225 271 303 259 257 221 254 690 702 101
internal_value=0 2.85911e-05 -8.10293e-06 4.17684e-05 9.76553e-05 -1.0224e-05 9.84509e-05 -7.65e-05 -0.000237364 0.000328722
internal_weight=0 0.0124222 0.0113965 0.0099425 0.00892427 0.00608386 0.0050044 0.00398111 0.00288257 0.00284041
internal_count=3910 3283 3058 2755 2496 2138 1917 1663 973 358
is_linear=0
shrinkage=0.00196078


Tree=4137
num_leaves=9
num_cat=0
split_feature=1 52 2 151 13 15 16 4
split_gain=2.36566e-05 5.44342e-05 4.30738e-05 8.42256e-05 6.58347e-05 7.22577e-05 5.72114e-05 3.80635e-05
threshold=0.12811000000000003 0.11588000000000002 0.089910000000000004 -0.0088999999999999982 -0.090744999999999978 -1.0000000180025095e-35 -0.089864999999999987 -0.026614999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=-0.026049650562927591 0.011551339822424442 -0.022903496060685879 -0.015273119370568595 0.03219389173097717 0.021657582738894524 -0.012940061571270797 0.010912738069641138 -0.013345639526453172
leaf_weight=0.0011457221525117108 0.0014930957628757633 0.0011021593536581836 0.0012933518485495274 0.0013298559648584748 0.0012163156187097084 0.0011984480792769595 0.0015349032786352219 0.0011179294828336504
leaf_count=389 338 565 251 145 456 381 862 523
internal_value=0 -0.00194837 0.000665311 0.00672774 0.0143266 0.00448676 -0.00737521 0.000690022
internal_weight=0 0.00993869 0.00883653 0.00503797 0.00374462 0.00241476 0.00379855 0.00265283
internal_count=3910 3572 3007 1233 982 837 1774 1385
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=9
num_cat=0
split_feature=49 457 42 52 0 0 15 3
split_gain=2.41579e-05 4.03514e-05 3.93284e-05 3.45363e-05 6.62838e-05 4.11287e-05 6.14236e-05 1.77639e-05
threshold=-0.045004999999999996 0.084715000000000013 0.091955000000000023 -0.0066199999999999991 -0.076099999999999987 -0.083424999999999985 -0.10192499999999999 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -7
right_child=2 -3 -4 5 -6 7 -8 -9
leaf_value=-0.0021739621828454135 -0.025724397203396018 0.022716171149487225 -0.01959115044555455 -0.0023151939480163604 0.0072488588363028477 -0.015000872161458026 0.026436663974481356 0.0034107898450919227
leaf_weight=0.0015740331960497863 0.0012636883706504181 0.0011111145242831872 0.0011929656946304251 0.0014691832275696873 0.0011779415285772333 0.0010792630269271621 0.0015033067698003361 0.0010185985749234293
leaf_count=371 594 158 758 287 381 639 643 79
internal_value=0 0.00812558 -0.00272433 -4.57375e-05 -0.00981676 0.0046595 0.0122258 -0.00606125
internal_weight=0 0.00268515 0.00870495 0.00751198 0.00244163 0.00507035 0.00297249 0.00209786
internal_count=3910 529 3381 2623 975 1648 930 718
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=9
num_cat=0
split_feature=1 150 4 13 2 2 3 12
split_gain=2.03876e-05 4.06109e-05 0.000101446 4.15068e-05 7.23063e-05 4.50364e-05 3.43378e-05 6.92396e-05
threshold=0.10786000000000001 0.083205000000000015 -1.0000000180025095e-35 0.0024700000000000004 0.084235000000000018 0.097360000000000016 0.11265500000000002 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -2
right_child=6 -3 -4 -5 5 -7 -8 -9
leaf_value=0.028461357011505425 0.032621332494454341 0.011087553500831791 -0.027557709677037315 -0.015637811389278885 -0.017494725478500832 0.011660744203321851 -0.0050426973679892411 -0.0031813893777841011
leaf_weight=0.0010550695806477773 0.0010440530908430888 0.0015805223787926127 0.001704493840315186 0.0010786748823250281 0.0011091011821004323 0.0010143811575623073 0.001653727034925734 0.0011191991243833174
leaf_count=573 299 347 636 442 924 236 246 207
internal_value=0 -0.00316381 -0.00694201 0.00131203 0.00706414 -0.00356724 0.00580526 0.0140981
internal_weight=0 0.00754224 0.00596172 0.00425723 0.00317855 0.00212348 0.00381698 0.00216325
internal_count=3910 3158 2811 2175 1733 1160 752 506
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=9
num_cat=0
split_feature=52 376 457 3 15 3 3 0
split_gain=2.19866e-05 3.91219e-05 5.14315e-05 4.52014e-05 5.52465e-05 0.000129612 7.60714e-05 7.86635e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 -0.10628499999999998 0.085120000000000015 -0.032959999999999996 0.090325000000000003 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=-0.01380373207136832 0.0093365801624352915 0.019807069869133057 0.016806566109950724 -0.04237605228172061 0.010305888365952086 0.015841460452274157 -0.032512481865898307 0.0053037167016175965
leaf_weight=0.0010659263024691149 0.0019299081941309987 0.0010263575010271688 0.0014098047869644725 0.0011543735701663852 0.0012556785233486176 0.0012661815901071978 0.0011809304299996506 0.0010296935313308135
leaf_count=425 364 200 241 1074 1039 269 110 188
internal_value=0 0.0012864 -0.000773831 -0.00394457 -0.00829857 -0.0133429 -0.00370329 -0.014898
internal_weight=0 0.0102529 0.00922657 0.00781677 0.00588686 0.00463118 0.00347681 0.00221062
internal_count=3910 3485 3285 3044 2680 1641 567 298
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=10
num_cat=0
split_feature=484 15 42 1 16 3 2 3 15
split_gain=7.62268e-05 3.70908e-05 0.000170936 6.86714e-05 9.41242e-05 7.75161e-05 7.73382e-05 8.52543e-05 5.97348e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 -0.10315499999999998 0.087995000000000004 0.11265500000000002 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 8 -8 -7
right_child=1 2 -4 5 -6 6 7 -9 -10
leaf_value=-0.00052223926831153518 -0.00051890746432211243 -0.00049322466896424934 0.00047219627266542678 0.00069058758214209299 0.00024276384538824043 -0.000468849913560921 0.00069558429095505114 1.458815245979937e-05 0.00016195387217904025
leaf_weight=0.0010212931292260382 0.0013703505640799674 0.0019784611433066885 0.0010955726193757872 0.0010750700279491326 0.0011449379802980389 0.0011595866361047682 0.0013099011701808378 0.0015350523959269092 0.0011491137579374489
leaf_count=627 576 733 618 239 194 290 266 194 173
internal_value=0 3.61113e-05 -0.000149153 0.000101243 -0.000172201 0.000211665 0.00011176 0.000328139 -0.000154879
internal_weight=0 0.011818 0.00307403 0.00874401 0.00251529 0.00622872 0.00515365 0.00284495 0.0023087
internal_count=3910 3283 1351 1932 770 1162 923 460 463
is_linear=0
shrinkage=0.00196078


Tree=4142
num_leaves=9
num_cat=0
split_feature=4 12 47 3 150 49 52 12
split_gain=2.29718e-05 2.80491e-05 5.12616e-05 4.41339e-05 5.29915e-05 7.98993e-05 8.65653e-05 4.58332e-05
threshold=0.27020000000000005 -0.036459999999999992 0.10783500000000001 0.10666500000000002 0.085285000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=-0.016302606737841712 0.010358683106203803 0.021515534097265365 0.020296798230591342 0.011499350734161726 -0.027682222434349275 -0.034445379933231782 0.011809604786762018 -0.015458661829635839
leaf_weight=0.001209031907646878 0.0017620626722565256 0.0010560598093489132 0.0010822998361190881 0.0016215756821088556 0.0010336214366969045 0.0010175008729976891 0.0014377964910390877 0.0010789769506953355
leaf_count=294 472 325 169 138 228 668 464 1152
internal_value=0 -0.00206937 -2.9893e-06 -0.00303527 -0.00722609 -0.00261991 -0.0098317 0.000119307
internal_weight=0 0.00953686 0.00832783 0.00724553 0.00562396 0.00459033 0.00353427 0.00251677
internal_count=3910 3438 3144 2975 2837 2609 2284 1616
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=10
num_cat=0
split_feature=48 48 51 4 151 15 43 0 13
split_gain=6.93492e-05 9.48036e-05 9.59588e-05 9.07742e-05 8.71173e-05 8.3333e-05 9.66078e-05 0.000100905 6.83292e-05
threshold=0.12675000000000003 0.093225000000000016 0.08955500000000001 0.27020000000000005 -0.016164999999999995 -0.017214999999999998 -0.17307499999999998 -0.083424999999999985 -0.090394999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -9
right_child=-2 -3 -4 -5 5 6 7 8 -10
leaf_value=0.00034972772599338393 -0.00051264289962744199 0.00047096844625385049 -0.00058973240078592055 0.0005403358924476689 -0.00048537395963794999 0.00048301377307216181 0.0001750544074678658 -6.042507052659422e-05 -0.00074840084924177985
leaf_weight=0.001723934814294616 0.0010032994867152497 0.0015890834585720005 0.0011036786543617222 0.0011401071924446891 0.0019666254188300146 0.0011760916537901598 0.0019321547279574679 0.0010153450099239505 0.0012242830580504417
leaf_count=419 131 309 338 388 687 118 568 55 897
internal_value=0 2.25794e-05 -4.05755e-05 1.89707e-05 -4.67943e-05 -0.000140249 -1.33335e-05 -0.000153262 -0.000436504
internal_weight=0 0.0128713 0.0112822 0.0101785 0.00903843 0.0073145 0.00534787 0.00417178 0.00223963
internal_count=3910 3779 3470 3132 2744 2325 1638 1520 952
is_linear=0
shrinkage=0.00196078


Tree=4144
num_leaves=11
num_cat=0
split_feature=484 4 0 1 42 15 51 2 151 3
split_gain=8.29416e-05 5.81133e-05 9.7623e-05 7.11202e-05 9.30858e-05 7.87723e-05 8.74989e-05 8.97334e-05 0.000176276 3.88058e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 1.0000000180025095e-35 -0.09021499999999999 0.087995000000000004 -0.044604999999999992 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8 -9 -10
right_child=1 2 -4 5 -6 -7 7 8 9 -11
leaf_value=-0.00052862613049466632 -0.00039726038622989635 -0.00063760348420145707 0.00062212770747418177 0.00063671705118859858 0.0001279705000458312 -0.00027629177913038718 -0.00025327038115672803 -0.00036161118426554506 0.000898287785799747 0.00035850090379106633
leaf_weight=0.0010934653319752607 0.0010974613082143916 0.0012952607478848087 0.0011309338692930592 0.0013994513978366242 0.001155209719985634 0.0016576359468264568 0.0019021743241302812 0.0010602791548944852 0.0010049574773200462 0.0010439799258179028
leaf_count=627 151 799 152 141 731 472 396 148 180 113
internal_value=0 3.40837e-05 7.47179e-05 1.58637e-05 -0.000276694 0.000104716 0.000203232 8.21799e-05 0.000287404 0.000623254
internal_weight=0 0.0127473 0.0116499 0.0105189 0.00245047 0.00806848 0.00641084 0.00501139 0.00310922 0.00204894
internal_count=3910 3283 3132 2980 1530 1450 978 837 441 293
is_linear=0
shrinkage=0.00196078


Tree=4145
num_leaves=11
num_cat=0
split_feature=484 474 160 133 151 4 4 4 13 16
split_gain=0.000167782 7.16936e-05 9.58071e-05 0.000129891 8.83421e-05 0.000144381 0.000125232 0.00011807 8.59704e-05 0.000130518
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.0088999999999999982 0.25367000000000006 -0.0021099999999999995 0.074650000000000008 0.0047850000000000011 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 8 -8 9 -6
right_child=1 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.00076624956027899452 -0.00048352985629288053 0.00051419278787807323 -0.00046665736528575351 -0.00023312189718814101 0.00091760860600355689 0.00086719910182648597 -0.00059344310788529979 0.00024306137952323739 -0.00012283342834758031 4.0985771515991286e-05
leaf_weight=0.0010456196431589864 0.0013703620971075971 0.0011643825437417975 0.0015112815266697917 0.0018322360353356295 0.0015367451588308846 0.0012108161553148833 0.0013840307347310252 0.0012210738543316779 0.0010250001334656065 0.0011354692371040326
leaf_count=612 556 318 820 322 431 219 178 83 252 119
internal_value=0 4.92821e-05 5.00854e-06 6.66734e-05 0.000152921 0.000247065 0.000127924 -0.000201354 0.000359937 0.000545117
internal_weight=0 0.0133914 0.012227 0.0108567 0.00934537 0.00751314 0.00630232 0.0026051 0.00369721 0.00267221
internal_count=3910 3298 2980 2424 1604 1282 1063 261 802 550
is_linear=0
shrinkage=0.00196078


Tree=4146
num_leaves=9
num_cat=0
split_feature=43 52 150 12 0 0 15 4
split_gain=2.18837e-05 5.027e-05 7.09644e-05 5.13394e-05 6.94255e-05 4.57312e-05 9.30173e-05 3.18093e-05
threshold=-0.053009999999999995 -0.087604999999999988 0.081245000000000026 0.088375000000000023 -0.10462499999999998 -0.017269999999999997 -0.053579999999999996 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 6 -1 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.016804365786750462 -0.023080080696660652 0.003045002487863319 0.022982055941951299 -0.021582428056549505 0.01872607007740917 0.023774838901952297 -0.017518518407707059 -0.020887657325769051
leaf_weight=0.0015753458002570899 0.0011085073748950125 0.0010404524078773685 0.0011064398333112584 0.0013598652514938457 0.0013923723673579611 0.0010403817137811899 0.0015829919080856993 0.0011911527278977746
leaf_count=791 375 120 181 722 563 171 836 151
internal_value=0 -0.0034928 7.23318e-05 -0.00501375 0.0012035 0.00559121 -0.000398623 -0.00972941
internal_weight=0 0.00719879 0.00609028 0.00498384 0.00362398 0.00419872 0.00315834 0.00223161
internal_count=3910 2112 1737 1556 834 1798 1627 271
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=12
num_cat=0
split_feature=484 3 42 160 43 3 15 4 2 12 2
split_gain=9.44411e-05 6.30843e-05 4.51468e-05 0.00011122 7.07735e-05 0.000197123 9.24982e-05 8.6987e-05 0.000122048 5.46521e-05 4.90574e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -1.0000000180025095e-35 -0.082234999999999989 -0.074254999999999988 -0.078669999999999976 1.0000000180025095e-35 -0.029114999999999999 0.089910000000000004 0.051320000000000005 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 -5 7 -6 -9 -3 -10
right_child=1 2 3 4 6 -7 -8 8 10 -11 -12
leaf_value=-0.00056509577605399076 0.0004984513907580055 6.3790074992871204e-05 -0.00051905575120960086 -6.9842920525436448e-05 0.00058663867837362128 0.0010519575650388738 -0.00041762061008859304 -0.00057986090933592055 0.00055862716941793911 -0.00057479300665611651 -3.4222191601604501e-05
leaf_weight=0.0010719355539227501 0.0010620780081447333 0.0010043609517628557 0.0011364644423607047 0.0013949763843740257 0.0012877564325669368 0.0010597404174731827 0.001420699034958086 0.0010109229059140326 0.0010177734664136157 0.0010581029363272887 0.0011351481522486086
leaf_count=627 225 145 504 276 110 250 523 149 107 808 186
internal_value=0 4.11824e-05 -9.53421e-07 5.63358e-05 0.000134865 0.000414456 1.7991e-05 0.000157014 -1.78536e-05 -0.000263821 0.000246042
internal_weight=0 0.012588 0.0115259 0.00946348 0.00832702 0.00245472 0.0058723 0.0044516 0.00316384 0.00206246 0.00215292
internal_count=3910 3283 3058 2105 1601 526 1075 552 442 953 293
is_linear=0
shrinkage=0.00196078


Tree=4148
num_leaves=9
num_cat=0
split_feature=15 52 49 2 3 1 3 4
split_gain=2.48834e-05 2.75441e-05 4.96582e-05 0.000113852 6.41186e-05 8.47976e-05 4.94398e-05 4.62149e-05
threshold=-0.24219999999999997 0.11110500000000002 -0.045004999999999996 0.10393500000000001 -0.089974999999999986 0.079945000000000016 -0.016619999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 -7
right_child=1 -3 3 -5 5 7 -8 -9
leaf_value=0.014622961330940046 0.024736520152353548 0.011171483171957547 -0.021735034807867284 -0.0322354291185473 0.024304700821745177 0.0079933544036925128 -0.0038544213598775095 -0.020211684201687993
leaf_weight=0.001038298257939216 0.0010553923857395404 0.0014489536552912624 0.0011378379473629676 0.0015206032344300263 0.0014520007721264081 0.0011308960561333846 0.0014166452515650089 0.0011945947079526221
leaf_count=317 236 588 478 461 995 430 230 175
internal_value=0 -0.0016153 -0.00369518 -0.00832248 -0.000924785 0.00534358 0.00835197 -0.00649545
internal_weight=0 0.0103569 0.00890797 0.00643593 0.00491533 0.00377749 0.00247204 0.00232549
internal_count=3910 3593 3005 2539 2078 1600 466 605
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=12
num_cat=0
split_feature=484 42 43 474 160 151 47 49 133 3 2
split_gain=0.000163547 9.82356e-05 7.65128e-05 7.52095e-05 0.000157938 0.00012301 0.000170762 8.07493e-05 7.21241e-05 0.000140086 8.21767e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.15648499999999999 0.084655000000000022 -0.080734999999999987 -0.0088999999999999982 0.10436500000000001 -0.045004999999999996 -0.0056849999999999991 0.11476000000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 -9 10 -10
right_child=1 2 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.000757425624351514 -0.00053577768685635898 0.000508116339125518 -0.00071625966112407553 0.0005389963275918829 -0.00038924513024901126 0.00047713906083913073 0.00085768848988468241 -0.0005347567490988042 -1.7175679553850343e-05 -0.00050617863102417381 0.00074686614339141951
leaf_weight=0.001038539742365451 0.0010144505288513005 0.0015379856286842899 0.0010913581830538479 0.0010492124760137266 0.001742319860634476 0.0013021700242001801 0.0012247529839087027 0.0010227494531538919 0.0011216696378601354 0.0011056833778981525 0.0010458617264404555
leaf_count=612 215 197 497 307 322 125 115 652 394 72 402
internal_value=0 5.05817e-05 9.91642e-05 4.04143e-05 -1.3758e-05 7.57531e-05 0.000194497 4.94047e-05 -8.02479e-05 6.1768e-05 0.000351484
internal_weight=0 0.0132582 0.0122438 0.0107058 0.00965657 0.00856521 0.00682289 0.00559813 0.00429596 0.00327321 0.00216753
internal_count=3910 3298 3083 2886 2579 2082 1760 1645 1520 868 796
is_linear=0
shrinkage=0.00196078


Tree=4150
num_leaves=12
num_cat=0
split_feature=484 15 43 42 3 4 16 0 49 1 43
split_gain=0.0001447 7.65752e-05 6.19038e-05 0.000109313 0.000163249 0.0001093 8.46285e-05 0.000161852 9.49846e-05 9.32072e-05 0.00014539
threshold=-0.0043499999999999988 -0.24219999999999997 -0.074254999999999988 -0.09602999999999999 -0.078669999999999976 -0.083804999999999977 -0.19424999999999998 -0.12329499999999999 -0.010424999999999999 0.095575000000000007 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 8 -8 10 -9
right_child=1 2 6 4 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00072435190455568321 0.0005570488510119395 -0.00039713754718304843 -0.00047236129572849229 0.00047626750595564652 0.00084247883630126578 -0.00038377201073648787 2.8473051206139968e-05 -0.0010132654037540282 0.0008626354815225504 0.00023611511353164444 -2.9271578348078628e-05
leaf_weight=0.0010230904264592723 0.0010205677904083681 0.0010203578964770501 0.0018928825377205662 0.0010298081711725101 0.0014478217849525142 0.0012672390708828947 0.0010754245349111624 0.0010555046210944706 0.0010250686161692437 0.001018131465064763 0.0012742752933858409
leaf_count=612 291 156 235 172 300 491 83 768 86 271 445
internal_value=0 4.12523e-05 -2.22883e-06 0.000171801 0.000326819 1.79939e-06 -0.000115191 8.89637e-06 0.000435555 -0.000258791 -0.000475069
internal_weight=0 0.0131271 0.0121065 0.00476523 0.00374487 0.00229705 0.00734129 0.0054484 0.00210049 0.00334791 0.00232978
internal_count=3910 3298 3007 1119 963 663 1888 1653 169 1484 1213
is_linear=0
shrinkage=0.00196078


Tree=4151
num_leaves=9
num_cat=0
split_feature=4 12 1 42 43 2 4 15
split_gain=2.23754e-05 2.33584e-05 4.53262e-05 5.1201e-05 5.3065e-05 4.60074e-05 0.000103992 4.66061e-05
threshold=0.27020000000000005 -0.036459999999999992 0.12263000000000002 0.088915000000000008 -0.083899999999999988 0.10648500000000001 -0.083534999999999984 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.01498953699724654 0.010127964963719897 0.019166099178876746 0.017643331185958597 -0.02234792922381848 -0.036837840025335709 0.013407944198893615 -0.009457313421372255 0.017817402616454397
leaf_weight=0.0012178618611729001 0.0017905416519847185 0.0012180468158172128 0.0012210731810631328 0.001168987206161755 0.0010162910273480629 0.0011360286495289695 0.0016764477916137446 0.001000333783688658
leaf_count=294 472 620 119 889 403 195 486 432
internal_value=0 -0.00204329 -0.000174577 -0.00318962 0.000513913 -0.00419074 -0.00960428 0.000735457
internal_weight=0 0.00965507 0.00843721 0.00721614 0.00604715 0.0048291 0.00369307 0.00267678
internal_count=3910 3438 3144 3025 2136 1516 1321 918
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=10
num_cat=0
split_feature=484 4 150 156 12 12 3 4 2
split_gain=7.75295e-05 4.9987e-05 5.74108e-05 9.05575e-05 9.2818e-05 9.89768e-05 8.87691e-05 8.7851e-05 6.48658e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.090480000000000019 0.082605000000000026 -0.036459999999999992 0.10595000000000002 -0.078884999999999997 -0.084009999999999987 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.0005192927068676745 -0.00041008542030674332 0.00032957636239317779 -0.00040134875343440042 -0.00051876753932106378 0.00036209065865489904 -0.00035928838176997195 0.000263454467775288 -0.00037403994901139058 0.0008116647698029547
leaf_weight=0.0010571647173595695 0.0011527056095744772 0.0018666097550199242 0.0013178814040236469 0.0010048163155936289 0.001301215444030578 0.0010656344840851793 0.0019523629136392079 0.0011963816864729872 0.0014432334768014283
leaf_count=627 215 447 237 333 401 236 272 882 260
internal_value=0 3.40514e-05 -1.8816e-05 3.64839e-05 0.000105266 0.000190632 0.000290071 9.47447e-06 0.000496461
internal_weight=0 0.0123008 0.0104342 0.00911635 0.00811153 0.00695883 0.00589319 0.0024976 0.0033956
internal_count=3910 3283 2836 2599 2266 2051 1815 1283 532
is_linear=0
shrinkage=0.00196078


Tree=4153
num_leaves=9
num_cat=0
split_feature=42 160 43 3 16 2 16 15
split_gain=2.20735e-05 4.77064e-05 5.73813e-05 5.38076e-05 4.82892e-05 4.46676e-05 7.99363e-05 7.45543e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.080884999999999985 -0.006474999999999999 0.097940000000000013 -0.088144999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -4 -7
right_child=1 2 5 -5 -6 7 -8 -9
leaf_value=-0.0099102187687337539 -0.02496860819757956 0.004543075280290936 0.0052602789714553426 0.036215739383566418 0.0043464039025904247 0.026149535398429642 -0.030936908768710355 -0.0078078972558528652
leaf_weight=0.0019220166372887282 0.0011693882848548831 0.0011376747992610393 0.0015030442497593124 0.0010148630528281528 0.0010816867080316829 0.0012996494680655472 0.0010269204999891098 0.0012866221189503056
leaf_count=1060 660 298 288 306 380 267 434 217
internal_value=0 0.00183849 0.00577796 0.0194759 -0.0108822 1.48747e-05 -0.00943227 0.00925634
internal_weight=0 0.00951985 0.00726877 0.00215254 0.00225107 0.00511624 0.00252996 0.00258627
internal_count=3910 2850 1810 604 1040 1206 722 484
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=10
num_cat=0
split_feature=11 3 1 13 4 49 3 15 15
split_gain=7.19425e-05 9.59117e-05 6.97239e-05 0.000110354 0.000103178 7.1175e-05 7.44315e-05 0.000102822 5.66265e-05
threshold=0.080455000000000013 -0.12008499999999998 0.094385000000000011 -0.080649999999999986 0.053925000000000008 -0.076864999999999975 0.084925000000000014 0.083935000000000023 -0.106555
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 -7 -6
right_child=-2 2 3 4 8 6 -8 -9 -10
leaf_value=0.00051554517745350649 -0.00051606485625592911 -0.00064745094079752055 0.00069055333042429014 0.00035524819840583366 7.0643893110570194e-05 -0.00061798310521840496 0.00022168038790364777 0.00014282333970979196 -0.00052167655081734236
leaf_weight=0.0013743289817555191 0.0010141495564312498 0.0010438180260731065 0.0010692083202127689 0.0017282818247950273 0.0010908768241399561 0.0015583986397815133 0.0018688011804626203 0.0012157743633147275 0.0014392211490622253
leaf_count=204 241 159 306 374 168 1137 130 1057 134
internal_value=0 2.71321e-05 -3.38101e-05 0.000127369 -1.40371e-05 -0.000184808 -8.07987e-05 -0.000284562 -0.000266292
internal_weight=0 0.0123887 0.0110144 0.00532759 0.00425838 0.00568679 0.00464297 0.00277417 0.0025301
internal_count=3910 3669 3465 982 676 2483 2324 2194 302
is_linear=0
shrinkage=0.00196078


Tree=4155
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 49 0 2
split_gain=2.0958e-05 3.24435e-05 5.06752e-05 4.39977e-05 4.92991e-05 3.87505e-05 5.08747e-05 6.30122e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 -0.073314999999999991 1.0000000180025095e-35 -0.052874999999999998 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.015828366824856523 -0.013372223973644777 -0.018190290135999498 0.0055331112510416912 0.0057813369459629423 -0.024392115651445122 -0.0068034227887726357 -0.0025210017870531437 0.037598546262256526
leaf_weight=0.0013307424170244829 0.0010823644747174873 0.001426658529725509 0.0010914662752821054 0.0013006818571344495 0.0011107386518244295 0.0014442125206164912 0.0014550852454388039 0.0011936863353137132
leaf_count=247 279 1646 190 325 183 449 205 386
internal_value=0 0.00125224 -0.000897609 0.00235031 -0.00956045 0.0072134 0.012339 0.0210075
internal_weight=0 0.0103533 0.00902253 0.00759587 0.0022022 0.00539367 0.00394945 0.00249437
internal_count=3910 3631 3384 1738 373 1365 916 711
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=11
num_cat=0
split_feature=484 3 484 160 1 12 15 2 0 0
split_gain=5.97209e-05 4.92057e-05 4.35716e-05 5.72653e-05 6.28861e-05 8.42697e-05 0.000105777 8.03788e-05 0.000102879 0.000203978
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.087495000000000017 0.090735000000000024 0.12811000000000003 0.10129000000000001 -0.10192499999999999 0.10679500000000001 -0.071924999999999989 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0004671248766352045 0.00043659449375895695 -0.00037494971893787339 -0.00038981715391064306 -0.00039620694794533477 0.00047436258428131591 -0.00049326604391836321 0.00069895649724476179 -0.00026897727783071785 0.0008159775255691036 -0.00032505556166643839
leaf_weight=0.0010273392773520315 0.0010236454306456972 0.0014558242904700756 0.0010649316957412657 0.0010981253521889422 0.0013154976330409475 0.0010956906170399589 0.0013830975901489156 0.0010318663641192228 0.0012417038771163937 0.0016284182322503712
leaf_count=627 225 259 337 205 231 311 153 172 248 1142
internal_value=0 2.49175e-05 -1.23256e-05 2.68933e-05 7.76595e-05 1.10666e-05 9.30426e-05 0.000221955 0.00034106 0.000145242
internal_weight=0 0.0123388 0.0113152 0.0102502 0.0091521 0.0078366 0.00674091 0.00528509 0.00425322 0.00301152
internal_count=3910 3283 3058 2721 2516 2285 1974 1715 1543 1295
is_linear=0
shrinkage=0.00196078


Tree=4157
num_leaves=13
num_cat=0
split_feature=48 158 50 1 49 49 2 12 13 160 12 52
split_gain=0.000146586 0.000166681 0.000190523 0.00013181 0.000146268 0.000266234 9.6443e-05 0.000100307 9.50601e-05 9.72648e-05 0.000138739 0.0001119
threshold=0.12675000000000003 0.085745000000000002 0.088425000000000017 0.10786000000000001 -0.085974999999999982 -0.047894999999999993 0.11260500000000001 0.096990000000000007 -0.10023999999999998 -0.080909999999999996 0.086935000000000012 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -5 -7 -10 11 -11
right_child=-2 -3 -4 6 5 8 -8 -9 9 10 -12 -13
leaf_value=-0.0006090638593327732 -0.0006787559946805755 -0.00071247445587954196 -0.00066471529565403063 -9.0314307557672855e-05 0.00093714889998974696 0.00036705177474865029 0.0009359232328097261 0.0007194985589309581 0.00036543697309799082 -0.00040728337107053805 -0.00083619289883931855 0.00039601585350630138
leaf_weight=0.0011958761483932588 0.0012209045343563067 0.0010861389169207506 0.0011930501202443633 0.0013999164361925298 0.0013034896942138345 0.0017221070863140788 0.0011694128348576521 0.0010140119668634526 0.0010467919048489059 0.0015161470536603225 0.0012864055331330117 0.0011899934042741492
leaf_count=144 131 400 630 172 160 109 244 61 307 352 971 229
internal_value=0 2.75503e-05 8.48103e-05 0.000154431 3.08731e-05 0.000125764 0.000473756 0.000249861 -3.06576e-05 -0.000166568 -0.000306052 -5.4042e-05
internal_weight=0 0.0151233 0.0140372 0.0128442 0.00926081 0.00806493 0.00358334 0.00241393 0.00676144 0.00503934 0.00399255 0.00270614
internal_count=3910 3779 3379 2749 2272 2128 477 233 1968 1859 1552 581
is_linear=0
shrinkage=0.00196078


Tree=4158
num_leaves=13
num_cat=0
split_feature=484 3 157 0 42 4 151 15 1 2 1 12
split_gain=0.000151128 8.53517e-05 9.04957e-05 9.0256e-05 0.000126998 0.000121794 0.000141318 0.00012209 0.000127446 0.000186434 0.000171078 9.66289e-05
threshold=-0.0043499999999999988 -0.15464999999999998 -0.07453499999999999 -0.017269999999999997 -1.0000000180025095e-35 0.41315500000000005 -0.07299499999999999 0.090325000000000003 0.094385000000000011 0.089910000000000004 0.11167500000000001 0.09277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 8 9 -8 -10 -5
right_child=1 2 3 11 5 -7 7 -9 10 -11 -12 -13
leaf_value=-0.0007131291405688458 0.00054000998185804966 0.00048379082113081309 -0.00063440411503976556 0.00072712009908218348 0.00072684238782893791 -0.00065634707708446018 -0.0011568931924768261 0.00052055542349200787 0.00059111822282189089 1.2156270260016269e-05 -0.00043462396747546159 -0.00010940032286032931
leaf_weight=0.0011130301863169706 0.0011892852078837146 0.0012897031976375284 0.0016808443646458759 0.0010437568977264848 0.0010269042762526825 0.0010651468754616584 0.0010278239522055338 0.0011097234276494696 0.0012919305071807663 0.0010709315482476424 0.0012112371390471041 0.001080481409749471
leaf_count=612 227 358 867 154 215 201 414 396 91 191 124 60
internal_value=0 3.73885e-05 -8.95496e-06 -6.36976e-05 -0.000145519 -4.0218e-05 5.71721e-05 -6.32288e-05 -0.000204004 -0.000560363 9.47803e-05 0.000301629
internal_weight=0 0.0140878 0.0128985 0.0116088 0.00948454 0.0078037 0.00673855 0.00571165 0.00460192 0.00209876 0.00250317 0.00212424
internal_count=3910 3298 3071 2713 2499 1632 1431 1216 820 605 215 214
is_linear=0
shrinkage=0.00196078


Tree=4159
num_leaves=9
num_cat=0
split_feature=124 4 2 2 16 47 2 15
split_gain=2.12122e-05 2.9938e-05 7.69925e-05 0.000143973 5.36656e-05 3.84318e-05 4.67957e-05 4.60158e-05
threshold=-0.048219999999999992 -0.0037349999999999992 0.106285 0.090905000000000014 -0.006474999999999999 0.09252500000000001 0.11230000000000001 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -3
right_child=1 5 -4 -5 -6 -7 -8 -9
leaf_value=0.013634241777864091 -0.014901949343503033 0.027573713543098982 0.013867117123698034 -0.046503810077835439 0.015527490833112702 -0.009727687367986633 -0.0062141789060671908 0.0018616145132892533
leaf_weight=0.0010167123433828277 0.0013349607644664268 0.001520044713147609 0.0012337186648249511 0.0010299030965326213 0.0010242502887412314 0.0016549335269795814 0.0014727812506180661 0.0012839765414810007
leaf_count=319 1193 331 310 466 389 224 321 357
internal_value=0 -0.00148969 -0.00752261 -0.015309 -0.00169102 0.003212 0.00821909 0.0158
internal_weight=0 0.0105546 0.00462283 0.00338911 0.00235921 0.00593174 0.0042768 0.00280402
internal_count=3910 3591 2358 2048 1582 1233 1009 688
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=9
num_cat=0
split_feature=0 16 16 0 0 2 150 15
split_gain=2.34347e-05 6.37999e-05 4.77173e-05 3.79207e-05 6.62311e-05 5.76422e-05 6.71618e-05 6.31453e-05
threshold=-0.017269999999999997 0.23932500000000004 0.081265000000000018 -0.084304999999999977 -0.10575999999999998 0.083795000000000022 0.082085000000000019 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.023075470132900275 -0.0057053837167470511 0.027105635854748279 -0.018071486118389865 0.014004748094636544 -0.023877658876922073 0.0041588585993841227 0.015334441906617544 -0.028896360924423176
leaf_weight=0.0010502048999082845 0.0013569957614254597 0.0010520957264011921 0.0016127703231519769 0.0017036723343713672 0.0012008620404048639 0.001076617134454095 0.0012270339148223205 0.0012476075427229969
leaf_count=117 282 164 477 1249 1055 147 178 241
internal_value=0 0.00862381 -0.00246562 0.000887525 -0.00296394 0.002494 -0.00359251 -0.0135847
internal_weight=0 0.00240909 0.00911877 0.007506 0.00580233 0.00460146 0.00355126 0.00232422
internal_count=3910 446 3464 2987 1738 683 566 388
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=11
num_cat=0
split_feature=484 3 484 1 12 15 2 3 3 2
split_gain=6.98205e-05 4.57162e-05 4.27741e-05 6.35444e-05 0.00010818 8.19485e-05 6.7343e-05 5.49218e-05 9.09657e-05 8.56326e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.087495000000000017 0.12811000000000003 0.10129000000000001 -0.095799999999999982 0.10045500000000002 0.096385000000000012 -0.016619999999999996 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -7
right_child=1 2 -4 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.0004987084470045414 0.00042667280419471859 -0.00061302113683639914 -0.00037763988599145813 0.00041568175657964414 -0.00060043561928586843 -8.5316137600699086e-05 8.5705855284934164e-05 0.00054682152643719555 -0.00038350522700972267 0.00056922026087703043
leaf_weight=0.0010486402967121279 0.0010163929827484335 0.0010938567665136683 0.0010849046053762563 0.0014262678323539125 0.0011174229404266826 0.0014858559637647662 0.001029375321852188 0.0012170789890478262 0.0011986960907063729 0.001591692524510511
leaf_count=627 225 213 337 258 323 820 161 138 186 622
internal_value=0 2.84335e-05 -7.56141e-06 3.19553e-05 -3.07076e-05 5.28771e-05 -0.000274268 0.000179322 7.47268e-05 0.000253207
internal_weight=0 0.0122615 0.0112452 0.0101602 0.00873398 0.00761656 0.00212323 0.00549332 0.00427624 0.00307755
internal_count=3910 3283 3058 2721 2463 2140 374 1766 1628 1442
is_linear=0
shrinkage=0.00196078


Tree=4162
num_leaves=11
num_cat=0
split_feature=484 3 1 52 133 0 3 15 2 16
split_gain=7.27321e-05 4.03587e-05 4.25358e-05 4.38012e-05 7.86197e-05 6.52793e-05 8.69467e-05 9.60256e-05 7.37122e-05 2.68861e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12811000000000003 0.086950000000000013 0.065880000000000008 -0.10575999999999998 0.11818000000000002 -0.092459999999999987 0.085155000000000022 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -7 -5
right_child=1 2 -4 9 -6 8 -8 -9 -10 -11
leaf_value=-0.00051047515158242622 0.00040465767023568818 -4.9627010870817543e-05 0.0003006628629443323 -0.00052074299042848839 0.00043446956491344186 -0.00062835600882302808 -0.0003850740653448805 0.00072526567525463259 2.6578714071629113e-05 -7.5410131609301607e-05
leaf_weight=0.0010467153365016054 0.0010043148765389006 0.0013898996935080375 0.0015070667776294145 0.0010760310086896955 0.0014045621461339936 0.0013688783197741469 0.0010257738631591906 0.0011025872786546102 0.0012770960113031643 0.0010108658741939062
leaf_count=627 225 145 306 832 597 491 79 135 423 50
internal_value=0 2.81654e-05 -5.70761e-06 -5.35261e-05 1.58193e-05 -7.95729e-05 9.54145e-05 0.000293158 -0.000312248 -0.00030503
internal_weight=0 0.0121671 0.0111628 0.00965569 0.0075688 0.00616424 0.00351826 0.00249249 0.00264597 0.0020869
internal_count=3910 3283 3058 2752 1870 1273 359 280 914 882
is_linear=0
shrinkage=0.00196078


Tree=4163
num_leaves=10
num_cat=0
split_feature=11 13 39 0 0 0 4 48 0
split_gain=1.97056e-05 3.0172e-05 7.70664e-05 6.1911e-05 5.04199e-05 5.34875e-05 5.78292e-05 9.40006e-05 2.7084e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07773999999999999 -0.10131499999999999 0.26048500000000002 0.084500000000000006 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00085569288014907116 -0.012891977545517836 0.026399013977069914 0.020803378414659842 -0.026832823872514695 0.018760222825124226 -0.024562044468482661 -0.019921551012849883 -0.012038746339919498 0.022793671336029827
leaf_weight=0.001167289614298178 0.0010989190447804218 0.0013452724769809701 0.0012900482719689485 0.0011658343195123004 0.0010071900207563661 0.0011576420262899983 0.001022804440291028 0.0012071256766393841 0.0010866169052193837
leaf_count=300 279 142 387 329 569 1586 120 92 106
internal_value=0 0.00118551 -0.00163233 -0.00582343 -0.0015563 -0.00587983 0.000169427 0.00822034 0.0114321
internal_weight=0 0.0104498 0.00819592 0.00690587 0.00574003 0.00473284 0.0035752 0.0025524 0.00225391
internal_count=3910 3631 3225 2838 2509 1940 354 234 406
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=8
num_cat=0
split_feature=4 151 0 4 1 0 13
split_gain=2.08018e-05 2.88993e-05 7.31764e-05 4.47831e-05 6.65456e-05 6.23026e-05 3.95037e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 -0.0021099999999999995 0.11561500000000001 -0.082994999999999985 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.0093194991322503792 0.010145026660802182 -0.025656835489763836 0.027833036309682153 -0.026620405682374171 0.0067903294322415242 0.0094884620870491314 -0.012778265080279301
leaf_weight=0.0018616723321509361 0.0016796788874324431 0.001358455721545279 0.0010002024256321128 0.0012819932114907992 0.0011142975136965091 0.0017323709375375485 0.0014752611346137571
leaf_count=556 441 199 727 595 101 777 514
internal_value=0 -0.00189731 -0.00451983 -0.000171984 -0.0110841 0.00604228 -0.0007525
internal_weight=0 0.00982425 0.00796258 0.00660413 0.00239629 0.00420783 0.00320763
internal_count=3910 3469 2913 2714 696 2018 1291
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=11
num_cat=0
split_feature=484 42 133 151 4 0 2 12 52 3
split_gain=0.000140965 7.15046e-05 9.47672e-05 9.16259e-05 0.000104129 0.000124648 7.86159e-05 5.37701e-05 0.000122981 0.000133013
threshold=-0.0043499999999999988 -0.10770999999999999 -0.090054999999999982 -0.0088999999999999982 0.25367000000000006 -0.15007499999999999 0.09142500000000002 0.098845000000000016 0.083750000000000005 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4 8 9 -7
right_child=1 2 3 4 -6 7 -8 -9 -10 -11
leaf_value=-0.00070751611365547364 -0.00045637188151735251 -0.00048687597765410373 0.00018240463775440571 -0.00041852874193258561 0.00070176425151847197 -0.00043193992286595363 -0.0005069967583461179 -8.7851189718682641e-05 0.00077717360283477161 0.00046204984752747899
leaf_weight=0.0010269798892872687 0.0010015679217839695 0.0010070338630405818 0.0011963949065654134 0.0012674135006125976 0.0015349381310162209 0.0010700940731267834 0.0013575962718878538 0.0013033421940039733 0.0017046513963476671 0.0015915318110767168
leaf_count=612 215 463 254 110 317 580 225 295 603 236
internal_value=0 4.70073e-05 8.89061e-05 0.000141494 0.000239634 0.00013738 -0.000184053 0.000261651 0.000365978 0.000102625
internal_weight=0 0.0130346 0.012033 0.011026 0.00847197 0.00693703 0.00255399 0.00566962 0.00436628 0.00266163
internal_count=3910 3298 3083 2620 2141 1824 479 1714 1419 816
is_linear=0
shrinkage=0.00196078


Tree=4166
num_leaves=10
num_cat=0
split_feature=0 4 4 43 3 160 2 2 3
split_gain=2.03183e-05 4.90618e-05 3.71863e-05 5.13338e-05 9.69199e-05 8.0633e-05 0.000162024 6.2008e-05 2.83624e-05
threshold=1.0000000180025095e-35 -0.48072499999999996 -0.06272999999999998 -0.079109999999999986 -0.074234999999999982 -0.025614999999999995 0.089910000000000004 0.113945 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -5 -6 -7 -8 -1
right_child=1 -3 3 4 5 6 7 -9 -10
leaf_value=-0.0023338303274117178 -0.0072222339281210165 0.023286258150580462 -0.012671537334649026 0.032815687299366701 0.024181935796182323 -0.041391508268589061 0.021623028844126035 -0.011266904878510479 -0.02611396304323596
leaf_weight=0.0010053118387532141 0.0010081150884224854 0.0011047481936257313 0.0019705034410627403 0.0010908830911525455 0.0010120084130752572 0.0010134658711855819 0.0012524408597899858 0.001056983899207315 0.0010008997782417132
leaf_count=865 187 207 944 434 243 195 181 211 443
internal_value=0 0.00872967 -0.00212272 0.00115258 0.00617315 -0.000531484 -0.00805812 0.00656987 -0.0141977
internal_weight=0 0.00211286 0.0094025 0.00739629 0.00542578 0.0043349 0.00332289 0.00230942 0.00200621
internal_count=3910 394 3516 2208 1264 830 587 392 1308
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=9
num_cat=0
split_feature=14 49 4 1 1 43 4 16
split_gain=1.97608e-05 4.10135e-05 4.98105e-05 5.78555e-05 7.11967e-05 7.83196e-05 5.13551e-05 4.31254e-05
threshold=-1.0000000180025095e-35 0.090445000000000011 0.17888000000000001 0.11215000000000001 0.095575000000000007 -0.083899999999999988 -0.0010999999999999996 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.012802869672846759 0.012948203997549618 0.020357881604671127 0.015703455052173031 -0.023868652330662904 0.022705195752368595 0.010335169892742687 -0.031891376444876864 -0.015572074269142125
leaf_weight=0.0011094743570309899 0.0016788021723022867 0.0010123769927339555 0.0015242365783040461 0.0012402481447681205 0.0011150429078206998 0.0010308754424198641 0.0010428573452788805 0.0017055921489996671
leaf_count=196 605 551 359 217 363 363 286 970
internal_value=0 0.00123998 -0.00083276 -0.00405863 -0.000320812 -0.0050248 -0.0130085 -0.00581236
internal_weight=0 0.01035 0.00933765 0.00781342 0.00657317 0.00545813 0.00377932 0.00273647
internal_count=3910 3714 3163 2804 2587 2224 1619 1333
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=9
num_cat=0
split_feature=484 474 160 42 151 4 48 4
split_gain=0.000137184 5.33886e-05 6.30801e-05 0.000109907 5.25459e-05 6.69125e-05 0.00010198 9.93413e-05
threshold=-0.0043499999999999988 0.085020000000000012 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 0.091505000000000017 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.00070506109516383221 -0.00037918684818004134 0.00047923866100512829 -0.00035467948671122986 -0.0001366892124818514 0.00024883262358088039 0.00054783036438723004 0.00066572232562979471 -0.00040909086559271608
leaf_weight=0.0010104993117015246 0.0014191377522313709 0.0010051238532391539 0.0019693012314547604 0.0017936824709496729 0.0019975767369251685 0.0019368085004932804 0.001002827159921095 0.0015804365693211113
leaf_count=612 569 301 844 318 439 289 119 419
internal_value=0 4.55805e-05 8.32502e-06 6.18171e-05 0.000160503 0.000242291 0.000113107 -4.17773e-05
internal_weight=0 0.0127049 0.0116998 0.0102806 0.00831133 0.00651765 0.00458084 0.00357801
internal_count=3910 3298 2997 2428 1584 1266 977 858
is_linear=0
shrinkage=0.00196078


Tree=4169
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 3 4 3
split_gain=2.19695e-05 2.73027e-05 4.52588e-05 3.71412e-05 3.62034e-05 0.000102853 8.44044e-05 1.9184e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.07107999999999999 -0.017214999999999998 0.10420500000000001 -0.045299999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.014615787120898976 -0.013570506990906367 -0.016968036488134153 -0.013494093341452726 0.0041121167187811586 0.00025738537969293806 -0.019498926913053188 0.037013348611135227 0.023366841443240575
leaf_weight=0.001341976965395745 0.0010975833512400024 0.0014334523349884762 0.0012306516772129508 0.0010105335753057359 0.0016176740558914455 0.001649258737956676 0.00101785611095367 0.0010604539055776557
leaf_count=247 279 1646 221 548 455 231 126 157
internal_value=0 0.00130782 -0.000672144 0.00240696 0.00548584 -0.000866578 0.0144527 0.0139715
internal_weight=0 0.0103619 0.00901988 0.00758643 0.00635578 0.00372025 0.00263553 0.00207099
internal_count=3910 3631 3384 1738 1517 936 581 705
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=12
num_cat=0
split_feature=484 1 48 4 151 0 43 52 49 13 16
split_gain=0.000187579 7.94774e-05 8.86432e-05 8.70855e-05 8.49523e-05 0.000116875 0.000122043 8.34632e-05 5.1127e-05 7.7943e-05 2.74442e-05
threshold=-0.0043499999999999988 0.13535500000000003 0.11379500000000002 0.28937500000000005 -0.08341999999999998 -0.077944999999999987 -0.17307499999999998 1.0000000180025095e-35 -0.069934999999999983 -0.0019849999999999994 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 -6 -10 -11
right_child=1 -3 -4 -5 5 6 7 -9 9 10 -12
leaf_value=-0.00080312077714141724 0.00050988670607271633 0.00057193661857079755 -0.00049612939958476176 0.00057749772912943701 -0.00064192809168925325 0.00076764578750938275 0.00024645337180176439 -0.00043297923091777758 -0.00044010228590789252 0.00033961499879738732 -0.00011927537593749228
leaf_weight=0.0010931478811450771 0.0011050541854873011 0.0010048000022875462 0.0012520797224667259 0.0011014882075750495 0.001082178954109005 0.0010271415143703333 0.0017856618081331206 0.001138204662661078 0.0019492323731791026 0.0010039152290621705 0.0010003427794720993
leaf_count=612 271 237 122 206 147 66 520 271 1107 108 243
internal_value=0 4.14776e-05 -1.35025e-06 5.3996e-05 -3.14293e-06 -6.6228e-05 0.000186217 -1.80366e-05 -0.000264297 -0.000160929 0.000110579
internal_weight=0 0.0134501 0.0124453 0.0111932 0.0100917 0.00898668 0.00395101 0.00292387 0.00503567 0.00395349 0.00200426
internal_count=3910 3298 3061 2939 2733 2462 857 791 1605 1458 351
is_linear=0
shrinkage=0.00196078


Tree=4171
num_leaves=11
num_cat=0
split_feature=484 1 52 0 3 0 0 16 48 16
split_gain=0.000113423 6.6741e-05 0.000100135 8.03578e-05 0.000102896 8.50243e-05 0.000139553 0.000100411 6.36681e-05 6.07483e-05
threshold=-0.0043499999999999988 0.13535500000000003 0.11401500000000002 0.076335000000000014 0.12046500000000002 -0.10575999999999998 -0.084304999999999977 0.064860000000000015 0.085790000000000019 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -8 9 -2
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00065080108622294719 0.00013559750544000671 0.00051806534605100291 -0.00053193973595395874 0.00045281948203869702 -0.00053448452282572813 -0.00065201457308443009 0.00041826833397869801 -0.00030702362022753564 -4.6661558495795292e-05 0.00078174655149190948
leaf_weight=0.0010096268569261277 0.0010260089288354592 0.0010000569302859525 0.0012612119937867846 0.0016321419348305109 0.0012827336662291902 0.0013244679065991328 0.0017370233981527702 0.0012707128580084302 0.0013809870413749557 0.0012300812364757687
leaf_count=612 141 237 490 169 113 700 848 328 132 140
internal_value=0 3.11742e-05 -8.91671e-06 5.16891e-05 -1.90741e-05 6.38863e-05 -0.000121686 0.000111846 0.000284926 0.000487895
internal_weight=0 0.0131454 0.0121454 0.0108842 0.00925202 0.00796928 0.0043322 0.00300774 0.00363708 0.00225609
internal_count=3910 3298 3061 2571 2402 2289 1876 1176 413 281
is_linear=0
shrinkage=0.00196078


Tree=4172
num_leaves=11
num_cat=0
split_feature=484 48 0 4 12 0 40 3 4 1
split_gain=0.000204873 5.97235e-05 0.000104781 0.000114534 8.49074e-05 9.62399e-05 7.72916e-05 9.44707e-05 0.000113815 7.29404e-05
threshold=-0.0043499999999999988 0.11930500000000001 -0.23029999999999998 0.27020000000000005 0.10673000000000001 -0.15007499999999999 -1.0000000180025095e-35 -0.078884999999999997 -0.083329999999999987 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 -9
right_child=1 -3 3 -5 -6 6 7 9 -10 -11
leaf_value=-0.00084427946919232613 0.00060011040340494123 -0.0003776175657010933 -0.00052279852500962225 0.00062616072395495269 -0.00055899368313835581 -0.00039943711635929919 0.00024833534070978626 0.0001197092698396984 -0.00052781799908677412 0.00070421581855172836
leaf_weight=0.0010555419203554196 0.0013918824368974762 0.0011277802386604101 0.001075500351319948 0.0011016425094375311 0.0010812038841714394 0.0010054802048457259 0.0018028295735969637 0.0016185753220661139 0.0012165415792165619 0.0016653812114396302
leaf_count=612 96 137 101 364 237 209 481 428 1042 203
internal_value=0 5.3724e-05 9.44011e-05 2.77902e-05 -4.18511e-05 2.48373e-05 0.000105423 0.000185956 -6.43863e-05 0.000416128
internal_weight=0 0.0130868 0.011959 0.0105672 0.00946551 0.00838431 0.00730881 0.00630333 0.00301937 0.00328396
internal_count=3910 3298 3161 3065 2701 2464 2363 2154 1523 631
is_linear=0
shrinkage=0.00196078


Tree=4173
num_leaves=8
num_cat=0
split_feature=1 0 133 15 15 16 0
split_gain=2.17049e-05 4.73594e-05 4.65088e-05 3.62245e-05 6.34962e-05 6.73308e-05 6.85122e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2
right_child=3 2 -4 -5 -6 -7 -8
leaf_value=-0.024517197844467407 -0.0057526832172367873 0.011882705885736328 -0.015045101192297371 -0.010552409980542972 0.029090687721760863 -0.013585631988481832 0.022786110995960639
leaf_weight=0.0010435175292680854 0.0015102600526469554 0.0015375722407101969 0.001100476772117329 0.0016123136673676253 0.0010195416339180583 0.0018419268839828268 0.0018988036540620427
leaf_count=1044 131 435 529 571 298 409 493
internal_value=0 -0.00648376 0.000649622 0.00281623 0.00625365 0.00181957 0.010143
internal_weight=0 0.00368157 0.00263805 0.00788285 0.00627053 0.00525099 0.00340906
internal_count=3910 2008 964 1902 1331 1033 624
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=12
num_cat=0
split_feature=484 1 0 15 4 151 2 13 47 4 0
split_gain=0.000160992 6.25555e-05 7.85107e-05 7.63627e-05 0.00010106 0.000145497 0.000148019 6.49135e-05 4.98677e-05 4.9143e-05 4.57232e-05
threshold=-0.0043499999999999988 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.089910000000000004 0.083175000000000013 0.11043500000000002 -0.034289999999999994 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 8 10 -7 -3 -4
right_child=1 3 7 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0007486544966054941 -0.00059911161698887919 0.00030168256273705802 0.00014335153406235974 -0.00021779304426278924 -0.00049113153178590764 -0.00036271401244013869 0.00072428949955945286 0.0004192849866103446 0.00024540500799937457 0.00089431303712457554 -0.0004063218671910842
leaf_weight=0.0010615757438541774 0.0011011723155567865 0.0011224925280876753 0.0010098101903511605 0.0018306095925442467 0.0012836396067057777 0.001075425593936591 0.0015980368618207881 0.0010125907713569617 0.0010010161193073699 0.0010330728347993732 0.0013727439567360077
leaf_count=612 783 274 670 498 145 229 243 119 57 216 64
internal_value=0 4.451e-05 -0.000144158 0.000139354 0.000231261 7.71639e-05 0.000275692 3.40076e-06 -6.95505e-05 0.000585706 -0.000173351
internal_weight=0 0.0134406 0.00449632 0.00894429 0.00711368 0.00495812 0.00367448 0.00339514 0.00207644 0.00215557 0.00238255
internal_count=3910 3298 1636 1662 1164 674 529 853 286 490 734
is_linear=0
shrinkage=0.00196078


Tree=4175
num_leaves=9
num_cat=0
split_feature=1 52 2 151 0 13 16 4
split_gain=2.09098e-05 5.4292e-05 4.64989e-05 8.3268e-05 7.82192e-05 7.93048e-05 6.47765e-05 2.95219e-05
threshold=0.12864500000000004 0.11401500000000002 0.089910000000000004 -0.044604999999999992 -0.17106499999999999 -0.090744999999999978 -0.089864999999999987 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=-0.027150095414630728 0.010914731913534249 -0.022387505901166088 -0.018221610223778228 0.036445013902495875 0.024943244379586216 -0.0082868409039220017 0.012646217959799986 -0.0084368098111450261
leaf_weight=0.0011653541219905114 0.0014909983343727755 0.0011339416863811744 0.0010360556888329457 0.0010906754056254743 0.0012056420752475099 0.001776311025145532 0.0012115309614828614 0.0014700690285396577
leaf_count=389 331 580 238 81 131 778 656 726
internal_value=0 -0.00177245 0.000837775 0.00709061 0.0135299 0.00514851 -0.00746588 0.00108838
internal_weight=0 0.0100896 0.00895564 0.00510868 0.00407263 0.00298195 0.00384695 0.0026816
internal_count=3910 3579 2999 1228 990 909 1771 1382
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=11
num_cat=0
split_feature=484 474 52 12 49 16 13 1 1 52
split_gain=0.000201883 5.84633e-05 7.67e-05 9.10438e-05 8.4545e-05 0.000140227 9.8932e-05 8.95009e-05 4.68421e-05 0.000117646
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.085185000000000025 0.073145000000000016 -0.11180499999999999 -0.083654999999999993 0.096035000000000023 0.088010000000000019 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 9 -7
right_child=1 -3 4 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.00083725323422006483 -2.0883476100391201e-05 0.00049266236165132233 0.00061894714398879279 0.00067432240285422479 0.00034916545705513833 -0.00088447051518593877 -0.00011450166002671181 -0.00088579108448057968 0.00010708583005529984 9.4451523878156825e-06
leaf_weight=0.0010337038155245641 0.0015743592984432664 0.0011137706337569211 0.0011708463526875581 0.0013412436963273283 0.0015488494119911484 0.0010091455066850925 0.0017850038183733949 0.0010176281214076422 0.0011124422111493532 0.0012891024913706244
leaf_count=612 298 318 220 362 374 634 277 167 269 379
internal_value=0 6.31607e-05 2.27875e-05 0.000298927 -6.73403e-05 -0.000154703 0.000176026 -0.000375461 -0.000223197 -0.000383067
internal_weight=0 0.0129624 0.0118486 0.0029156 0.00893302 0.00738417 0.00295585 0.00442832 0.00341069 0.00229825
internal_count=3910 3298 2980 660 2320 1946 497 1449 1282 1013
is_linear=0
shrinkage=0.00196078


Tree=4177
num_leaves=10
num_cat=0
split_feature=484 3 150 52 13 151 1 15 16
split_gain=8.02358e-05 5.3359e-05 4.63977e-05 5.61898e-05 5.9601e-05 5.25359e-05 0.000124018 7.30293e-05 8.52802e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.090695000000000012 -0.048794999999999991 -0.00059999999999999995 -1.0000000180025095e-35 0.10113500000000002 0.085120000000000015 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 8 -7
right_child=1 2 -4 5 -6 6 -8 -9 -10
leaf_value=-0.00051893119208691922 0.00046600975679824064 0.00051640121961964776 -0.00032504583209799775 -0.0004573300200674684 -3.5599307114931606e-05 -0.00079424592552634747 0.0004274608059468841 0.00020427832329061144 -7.5595001227403091e-05
leaf_weight=0.0010768867392559551 0.0010316412872804206 0.0016869331123899472 0.0014679752696872229 0.0010325735044611466 0.0013569520982341938 0.0010628668601583859 0.001943112032558811 0.0012897725737205808 0.001576489334144747
leaf_count=627 225 513 303 120 256 490 312 888 176
internal_value=0 3.89547e-05 3.64912e-07 4.83807e-05 0.000270322 -4.94586e-05 2.22614e-05 -0.000178126 -0.000364995
internal_weight=0 0.0124483 0.0114167 0.0099487 0.00304389 0.00690481 0.00587224 0.00392913 0.00263936
internal_count=3910 3283 3058 2755 769 1986 1866 1554 666
is_linear=0
shrinkage=0.00196078


Tree=4178
num_leaves=11
num_cat=0
split_feature=484 15 15 49 12 52 15 52 16 3
split_gain=9.1009e-05 5.48511e-05 5.25985e-05 6.22894e-05 5.68658e-05 0.000123919 0.000109483 8.93149e-05 7.63895e-05 6.4772e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.11739999999999999 0.0047850000000000011 0.086765000000000023 0.091715000000000005 1.0000000180025095e-35 -0.081429999999999989 -0.088144999999999987 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 8 7 -4 -6 -9
right_child=1 2 3 -5 5 -7 -8 9 -10 -11
leaf_value=-0.00054529636711680377 0.00048260024827359306 -0.00040509744566305934 0.00040984550304627043 0.00049872819465546681 0.00071098738632629859 -0.00042906300014858913 -0.00067642133059074724 5.5383142747358518e-05 9.119559857920741e-05 -0.00055835607960841695
leaf_weight=0.0010985361340922614 0.0010050563371857653 0.0010889397425495302 0.0014160624439848004 0.0010582037012722362 0.0013642833579536699 0.0010032432779538318 0.0011376507408618029 0.0016077523267092652 0.0017391737391984753 0.00112283486584102
leaf_count=627 291 244 223 443 208 435 403 216 722 98
internal_value=0 4.327e-05 5.00118e-06 4.77387e-05 -3.08008e-06 0.00017 -0.000137589 1.02414e-05 0.000363657 -0.00019699
internal_weight=0 0.0125432 0.0115381 0.0104492 0.009391 0.0041067 0.0052843 0.00414665 0.00310346 0.00273059
internal_count=3910 3283 2992 2748 2305 1365 940 537 930 314
is_linear=0
shrinkage=0.00196078


Tree=4179
num_leaves=9
num_cat=0
split_feature=48 16 15 48 43 1 43 150
split_gain=2.66523e-05 6.53868e-05 3.9549e-05 5.70027e-05 4.15477e-05 7.89593e-05 9.75863e-05 2.39876e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.016865000000000002 -0.17307499999999998 0.095575000000000007 0.0016850000000000001 0.084525000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -5
right_child=-2 2 3 7 5 -7 -8 -9
leaf_value=0.024061776570442828 -0.015707347171158369 -0.018649782640499716 0.011559647148046789 0.026295294926131987 -0.03105620239085884 0.010069225433090329 0.0041341908787582912 0.0047283494706764516
leaf_weight=0.0011318026643633962 0.0010036124921812039 0.0011619059617149199 0.0013910551345387391 0.0010270292967858579 0.0019641502815168849 0.0016158529922543647 0.0013160194063454771 0.0010358693496036392
leaf_count=249 161 418 188 244 1630 418 436 166
internal_value=0 0.00133976 -0.00136389 0.00104145 -0.00369136 -0.00802447 -0.0169377 0.0154656
internal_weight=0 0.0106437 0.00951188 0.00834998 0.00628708 0.00489602 0.00328017 0.0020629
internal_count=3910 3749 3500 3082 2672 2484 2066 410
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=8
num_cat=0
split_feature=52 52 12 160 0 16 47
split_gain=2.3402e-05 4.93023e-05 3.84671e-05 5.19968e-05 6.95634e-05 4.23638e-05 3.45192e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.10214500000000001 0.043720000000000009 -0.077944999999999987 -0.083564999999999987 0.077735000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.014313281392755131 0.015517204070144799 0.013053484339966635 -0.018641699492733008 -0.01864886940527654 0.019808632272545448 -0.017004394651124414 -0.0096796083499423435
leaf_weight=0.0010557125782352942 0.0019816966351449286 0.001716789779983048 0.0011933728781744002 0.0011677594090022583 0.0019820231960726454 0.0014156992713385825 0.0010933291103538637
leaf_count=425 546 751 376 249 576 831 156
internal_value=0 0.00130244 -0.00198492 0.000710147 0.00435178 -0.0028979 0.00420875
internal_weight=0 0.0105507 0.00856897 0.0073756 0.00620784 0.00422582 0.00281012
internal_count=3910 3485 2939 2563 2314 1738 907
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=11
num_cat=0
split_feature=484 15 42 52 4 43 1 4 15 47
split_gain=8.15459e-05 5.34182e-05 0.000166402 7.65453e-05 7.25781e-05 7.23715e-05 6.22597e-05 7.3474e-05 6.41703e-05 7.47827e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.081429999999999989 -0.083329999999999987 -0.078644999999999979 0.077800000000000022 -1.0000000180025095e-35 -0.14487999999999998 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 -2 -5 -8 -9 -10
right_child=1 2 -4 6 -6 -7 7 8 9 -11
leaf_value=-0.00052595800923906544 -2.5194236642985013e-05 -0.00014806763320883562 0.0004216849054424347 -0.00031694983296633134 -0.00087413114982850561 0.00063435263678239203 0.00057901874265739743 0.00034376785343848457 9.8768955780949178e-05 -0.00058527381147213588
leaf_weight=0.0010635828721392371 0.0010155166925560392 0.0010837976287306362 0.0011580838010556097 0.0017462682127087244 0.0010346130410486811 0.0017281395880688736 0.0010319591253988769 0.0012942893988483178 0.0014370509692751996 0.0010734518919619865
leaf_count=627 336 395 618 460 338 363 179 306 191 97
internal_value=0 3.94187e-05 -0.000175955 0.00011508 -0.000502671 0.000390233 4.02868e-07 0.00011498 -1.0879e-05 -0.000193717
internal_weight=0 0.0126032 0.00327649 0.00932668 0.00211841 0.00274366 0.00658302 0.00483675 0.00380479 0.0025105
internal_count=3910 3283 1351 1932 733 699 1233 773 594 288
is_linear=0
shrinkage=0.00196078


Tree=4182
num_leaves=9
num_cat=0
split_feature=15 49 42 52 16 15 15 457
split_gain=2.55247e-05 2.49368e-05 5.44255e-05 5.17954e-05 6.30405e-05 6.0325e-05 0.000107036 4.86808e-05
threshold=-0.24219999999999997 -0.047894999999999993 0.091955000000000023 0.10433000000000002 0.081265000000000018 -0.008624999999999999 0.079360000000000014 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 -3 -7 -2
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.014623104858035899 -0.0039434693016860518 -0.011769780711856184 -0.02470771822735374 0.017675412267771442 -0.022973922464853917 0.03533637325235206 -0.0087297405004703715 0.024066223076675285
leaf_weight=0.001067982996755164 0.0016088167887982961 0.0019132230768674095 0.0011309412478038875 0.0012171022489649696 0.0014568111002045891 0.0010631804672669612 0.0011446886796371496 0.001010067168338426
leaf_count=317 357 662 659 393 419 166 789 148
internal_value=0 -0.00160048 -0.00439581 -0.00101516 -0.00509345 0.00122732 0.0124899 0.00685948
internal_weight=0 0.0105448 0.00792595 0.00679501 0.0055779 0.00412109 0.00220787 0.00261888
internal_count=3910 3593 3088 2429 2036 1617 955 505
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=12
num_cat=0
split_feature=484 52 150 16 15 151 1 2 1 13 43
split_gain=0.000161116 6.41666e-05 0.000117347 9.89194e-05 4.70939e-05 4.41215e-05 9.5305e-05 7.57346e-05 7.04073e-05 6.49286e-05 5.43153e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.050115000000000007 -0.024209999999999999 -0.0008699999999999999 0.10113500000000002 0.10393500000000001 0.11986000000000001 -0.094129999999999978 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 9 -8 -7 -11
right_child=1 5 -4 4 -6 6 8 -9 -10 10 -12
leaf_value=-0.00076684092778715729 0.00087213725531806784 -0.00035424777220974035 -0.00025688062418988746 -0.0001221484756885677 0.00047245871537988525 0.00041639994207411601 0.00070629061605046459 -0.00057936592785489142 -6.4733150490428889e-06 0.00015400318629237031 -0.00044646945472738277
leaf_weight=0.0010100360630081818 0.0012258592805139581 0.0015599864616449048 0.0013420458476316056 0.0010494404629755334 0.0010001874203321485 0.0010094974862387578 0.0010777808227129609 0.0011665597139722027 0.0010537947802813656 0.0010461895206971389 0.0012973512392068249
leaf_count=612 291 273 151 336 215 147 135 185 235 285 1045
internal_value=0 4.6528e-05 0.000231451 0.000431532 0.000168011 -5.7463e-05 1.21458e-05 -0.000149045 0.000353919 6.69099e-07 -0.00017841
internal_weight=0 0.0128287 0.00461753 0.00327549 0.00204963 0.00821116 0.00665117 0.0045196 0.00213158 0.00335304 0.00234354
internal_count=3910 3298 993 842 551 2305 2032 1662 370 1477 1330
is_linear=0
shrinkage=0.00196078


Tree=4184
num_leaves=12
num_cat=0
split_feature=484 15 42 1 16 51 3 2 151 3 4
split_gain=0.000147949 7.65117e-05 0.000169879 0.000110801 0.0001001 9.4879e-05 8.55091e-05 7.16896e-05 0.000115638 6.1328e-05 4.27275e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 -0.09021499999999999 -0.087654999999999983 0.086650000000000019 -0.044604999999999992 0.11476000000000001 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 -2 -5 -3 10 -9 -10 -7
right_child=1 2 -4 5 -6 7 -8 8 9 -11 -12
leaf_value=-0.00072141530918194989 -0.0005278786940022931 -0.00015229665298361987 0.00038490060718199796 0.00068951445882150847 0.00021656033977437956 -0.0004361676509823178 -0.00092169893422236969 -0.00020541459448259139 0.0008497306552344698 0.00020574424949632204 0.00012739197752675255
leaf_weight=0.0010542001088801193 0.0015728225533425976 0.0011261142870388277 0.0011956604093793736 0.0015493538009087489 0.0012434649490806354 0.001011189233408147 0.0010956927902668724 0.0011099304879087172 0.0012856146247070717 0.0010193304261518709 0.0010588432221948153
leaf_count=612 584 369 620 221 194 244 364 160 244 115 183
internal_value=0 4.17641e-05 -0.000211031 0.000129467 -0.000199189 0.00026105 -0.00053173 0.000140019 0.000314551 0.000564936 -0.000147901
internal_weight=0 0.013268 0.00341747 0.00985055 0.00281629 0.00703426 0.00222181 0.00548491 0.00341488 0.00230495 0.00207003
internal_count=3910 3298 1353 1945 778 1167 733 946 519 359 427
is_linear=0
shrinkage=0.00196078


Tree=4185
num_leaves=12
num_cat=0
split_feature=484 42 133 484 133 133 160 16 4 52 3
split_gain=0.000150065 6.55711e-05 6.65335e-05 7.33596e-05 0.00014629 0.000157756 0.00014689 0.000168472 0.00011895 0.00011042 8.9253e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.090054999999999982 0.087495000000000017 0.099765000000000006 0.083815000000000014 0.086110000000000006 -0.38486499999999996 0.05309500000000001 0.0033900000000000002 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 10 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00072752014575787165 -0.00043277376811515824 -0.00038913762748422854 -0.0002945607997852302 -0.00032515766753500922 -0.00051674095228204447 0.00098536304719516049 -0.00044851005323325846 -0.00040204104347033303 0.00093907941428153085 0.00064358819161756075 0.0003878939701960866
leaf_weight=0.0010309163484618902 0.0010052152236736224 0.0010303201506607412 0.0015047793071866289 0.0012096683965071115 0.0010247111830180835 0.0010350832222908541 0.0012402891070677491 0.0011307607992662953 0.001400347041411688 0.0017350195978612995 0.0010705657790014275
leaf_count=612 215 463 226 325 463 323 111 460 132 446 134
internal_value=0 4.88483e-05 8.79495e-05 0.000131253 0.000185693 0.000264645 0.000172338 0.000284892 0.000448279 0.000273678 -1.78739e-05
internal_weight=0 0.0133868 0.0123815 0.0113512 0.0101416 0.00911684 0.00808176 0.00684147 0.00533669 0.00393635 0.00220133
internal_count=3910 3298 3083 2620 2295 1832 1509 1398 1172 1040 594
is_linear=0
shrinkage=0.00196078


Tree=4186
num_leaves=8
num_cat=0
split_feature=1 4 0 43 4 0 4
split_gain=2.44018e-05 5.29281e-05 4.48056e-05 7.16483e-05 6.41944e-05 5.94959e-05 4.88119e-05
threshold=0.11235500000000002 0.24280000000000004 -0.23029999999999998 -0.073139999999999983 -1.0000000180025095e-35 -0.070894999999999986 -0.23071499999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 5 6 -4 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.014130300568922411 -0.003081690333093059 0.023661348174610644 -0.0068170810517536422 -0.020894832051890175 -0.030359709495765726 0.021417537363851394 0.0063644631303189265
leaf_weight=0.0013149879521459065 0.0018715429984697009 0.0012240951151263938 0.0016599031416575307 0.0011214742819913846 0.0015670517369094934 0.0013559914311454435 0.0015857172758654155
leaf_count=122 288 343 1101 207 423 243 1183
internal_value=0 0.0074932 -0.00285975 -0.0059244 -0.0142519 0.00587763 -0.0049279
internal_weight=0 0.00309564 0.00860513 0.00729014 0.00427424 0.00301589 0.00270719
internal_count=3910 631 3279 3157 1813 1344 1390
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=10
num_cat=0
split_feature=48 16 52 150 49 15 42 15 4
split_gain=2.44079e-05 6.05843e-05 4.11602e-05 5.00634e-05 6.37491e-05 5.00085e-05 8.62441e-05 9.47842e-05 7.10103e-05
threshold=0.11930500000000001 -0.50388999999999984 0.11401500000000002 0.086420000000000011 -0.0090499999999999973 0.084050000000000014 0.084100000000000022 -0.017214999999999998 -0.17479499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.023137476216639655 -0.014936158156368118 0.026988560805882855 -0.018986395218598847 -0.018619778532800498 -0.005357145675195951 -0.018744802470228653 -0.018126001353893993 0.0077811056310758383 0.044603285790686592
leaf_weight=0.0011351903416313364 0.0010138608209426256 0.0010476237337040317 0.0011563764354917067 0.0011114616104257692 0.0017194573635510549 0.0011262227892139204 0.001260769869314963 0.0010400189818063899 0.0010549820363317214
leaf_count=249 161 254 562 269 491 987 556 163 218
internal_value=0 0.00130133 -0.00130331 0.0011425 0.00417255 0.00031819 0.00454838 0.0120428 0.0263237
internal_weight=0 0.0106521 0.00951691 0.00836054 0.00724907 0.00620145 0.00507523 0.00381446 0.002095
internal_count=3910 3749 3500 2938 2669 2415 1428 872 381
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=9
num_cat=0
split_feature=1 13 15 42 43 42 15 48
split_gain=2.43212e-05 4.57015e-05 5.09671e-05 3.88458e-05 5.85315e-05 7.45491e-05 4.40788e-05 4.73823e-05
threshold=0.10786000000000001 -0.060719999999999989 -0.074174999999999977 -1.0000000180025095e-35 -0.083899999999999988 0.083815000000000014 -1.0000000180025095e-35 0.085090000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.019763996729080961 0.020981351541264671 0.013872694780051162 -0.014679320198147881 0.01810487514896781 0.026501289491433894 -0.028082950889614572 -0.0094608006912827031 -0.0039875453592104378
leaf_weight=0.0012146090503405704 0.0013785132886667364 0.0011488739437110003 0.0013715939021461884 0.0013672796014495706 0.0010347483502154387 0.0011129326112010235 0.0019813254194974324 0.0010045888571044096
leaf_count=962 392 194 166 470 118 1181 320 107
internal_value=0 0.00634191 -0.00166481 -0.00334835 -0.000281287 -0.00517825 0.00116185 0.0114823
internal_weight=0 0.00389898 0.00252047 0.00771548 0.00650087 0.0051336 0.00402066 0.00203934
internal_count=3910 752 360 3158 2196 1726 545 225
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=11
num_cat=0
split_feature=484 42 133 457 160 4 16 12 52 48
split_gain=0.000117577 0.000106003 7.00367e-05 0.000100945 0.000122762 8.64879e-05 0.000164654 0.000130379 0.000141573 0.000157414
threshold=-0.0043499999999999988 -0.10770999999999999 -0.090054999999999982 -0.0034949999999999994 -0.080184999999999992 0.074650000000000008 -0.30307999999999996 0.093225000000000016 0.06136500000000001 0.08407000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 8 9 -6
right_child=1 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00063407467799335209 -0.00056433610398837772 -0.00039493259339601171 -0.00044943337696363213 -0.00030471685169525844 -0.00042482385149757022 0.00013799419423333873 0.0011375589177887451 -0.00033016218458703788 0.00079499257467338744 0.00046574735136144046
leaf_weight=0.0010761301961842414 0.0010336865332137195 0.0010537288378272671 0.0010398637390205629 0.0016221345825775642 0.0013535205090350897 0.0014146316203876128 0.0011475798465170211 0.0015746322056379384 0.0016021806400850777 0.0017492291117850002
leaf_count=612 215 463 191 516 450 279 151 466 362 205
internal_value=0 3.92195e-05 8.89019e-05 0.00013322 0.000191122 0.00028209 0.000585686 0.000158216 0.000321665 7.72512e-05
internal_weight=0 0.0135912 0.0125575 0.0115038 0.0104639 0.00884177 0.00256221 0.00627956 0.00470493 0.00310275
internal_count=3910 3298 3083 2620 2429 1913 430 1483 1017 655
is_linear=0
shrinkage=0.00196078


Tree=4190
num_leaves=9
num_cat=0
split_feature=484 11 48 0 13 13 16 16
split_gain=0.00013832 4.23293e-05 6.48308e-05 9.36045e-05 5.99069e-05 0.000104017 5.9319e-05 8.42795e-05
threshold=-0.0043499999999999988 0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.094679999999999986 -0.062819999999999987 -0.057604999999999996 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 -8
right_child=1 -3 3 -5 5 6 7 -9
leaf_value=-0.00071832216722868096 0.00027231960481398387 -0.00034791901139468112 -4.7121711055751739e-05 0.00059092193066431124 -0.00068933839842259467 -0.0002769989613331397 0.00047421367731374786 -0.00016562533539701629
leaf_weight=0.0010010755780193057 0.0019729983142177804 0.0010018845871390602 0.0016585421341731577 0.0018929560519195228 0.0010285084007233755 0.0019266701555197396 0.0016083178866260392 0.0015583924137869882
leaf_count=612 254 230 95 505 916 827 265 206
internal_value=0 3.88234e-05 7.2093e-05 0.000292957 -2.48074e-05 -0.000120567 -5.71498e-06 0.000159338
internal_weight=0 0.0126483 0.0116464 0.0035515 0.00809489 0.00612189 0.00509338 0.00316671
internal_count=3910 3298 3068 600 2468 2214 1298 471
is_linear=0
shrinkage=0.00196078


Tree=4191
num_leaves=9
num_cat=0
split_feature=11 13 39 0 49 51 16 52
split_gain=2.2789e-05 3.55922e-05 7.70047e-05 6.10174e-05 5.8343e-05 4.49799e-05 7.40804e-05 3.09802e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 -0.0084849999999999978 -0.083564999999999987 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.022655393256591969 -0.013715262176888897 -0.02075128107263946 0.020627493522809019 -0.026749663271573517 0.019957429206072599 0.011158208074884124 -0.018882336514920672 -0.00079140357323406393
leaf_weight=0.001283928276347988 0.001113322151357554 0.0012579589160571685 0.0012985243554566213 0.0011679810593172189 0.0012252496431153391 0.0018097208637598301 0.0015023808035717076 0.001004349099505788
leaf_count=237 279 160 387 329 481 717 1151 169
internal_value=0 0.00132782 -0.00172897 -0.00589804 -0.00169562 0.00358747 -0.00246829 0.0123643
internal_weight=0 0.0105501 0.00826182 0.00696329 0.00579531 0.00453735 0.0033121 0.00228828
internal_count=3910 3631 3225 2838 2509 2349 1868 406
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=10
num_cat=0
split_feature=160 133 157 13 12 0 4 16 16
split_gain=2.22115e-05 8.51088e-05 6.98952e-05 3.79088e-05 0.000107099 4.21129e-05 7.27155e-05 8.4107e-05 4.80005e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.072409999999999988 -0.083514999999999992 0.092475000000000016 -0.077944999999999987 0.0066400000000000009 -0.23935499999999996 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -5 -8 -7
right_child=1 3 -4 5 -6 8 7 -9 -10
leaf_value=0.012247785062023283 -0.02288668026656912 0.034173651667877475 -0.021427835630884736 -0.028103166682640093 -0.0084916584511489229 0.028063932591144588 -0.015461551902176407 0.024781858760711234 -0.00087994086890406248
leaf_weight=0.0010118402371303143 0.0011729189053914018 0.0014123780746919442 0.0015767954500442492 0.0010233944565948162 0.0010084318539587463 0.0010000991292508747 0.0010489441038281913 0.001028572010400226 0.0013415841727061296
leaf_count=362 848 383 856 425 75 404 150 81 326
internal_value=0 0.0022416 -0.00826478 0.00598978 0.0164007 0.00135913 -0.00628493 0.00446284 0.0114816
internal_weight=0 0.00903632 0.00258864 0.0078634 0.00242081 0.00544259 0.00310091 0.00207752 0.00234168
internal_count=3910 2692 1218 1844 458 1386 656 231 730
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=12
num_cat=0
split_feature=484 3 42 484 160 1 12 0 12 2 0
split_gain=0.000143001 6.48303e-05 5.68278e-05 7.2235e-05 9.61839e-05 8.98411e-05 0.000173061 0.000184695 9.49321e-05 0.000124237 5.99085e-05
threshold=-0.0043499999999999988 -0.15464999999999998 -0.09602999999999999 0.087495000000000017 0.090735000000000024 0.12263000000000002 0.098845000000000016 -0.070894999999999986 0.086935000000000012 0.10679500000000001 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 10 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0007193054005215332 0.0005058451240550092 -0.00042856107303587909 0.00073056153499103619 -0.00043219271306340327 -0.00044554630301011446 0.00067656834318860081 -0.00061191100103661592 0.00085146861937907621 -0.00044029375289832633 -0.00037527762972500904 0.00014321313655501458
leaf_weight=0.0010088216406052624 0.0010853333409335504 0.0010577833060125873 0.0012587641327255136 0.0010850410037121427 0.0010972886354073614 0.0011675134746525154 0.0011389448482142838 0.001383870607461429 0.0011946994679884228 0.0010550470465032664 0.0014218013895464397
leaf_count=612 227 246 114 323 179 254 314 275 815 139 412
internal_value=0 4.71501e-05 5.17663e-06 4.76465e-05 0.000101222 0.000170818 9.15938e-05 0.000218491 4.08232e-05 0.000194691 0.000419025
internal_weight=0 0.0129461 0.0118608 0.010803 0.00971793 0.00862064 0.00745313 0.00631418 0.00493031 0.00373561 0.00268057
internal_count=3910 3298 3071 2825 2502 2323 2069 1755 1480 665 526
is_linear=0
shrinkage=0.00196078


Tree=4194
num_leaves=8
num_cat=0
split_feature=157 42 43 0 1 2 2
split_gain=2.21174e-05 4.55177e-05 5.64686e-05 7.42654e-05 4.37633e-05 7.4258e-05 5.27669e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 0.094695000000000015 0.089910000000000004 0.11260500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6
right_child=1 2 4 -5 6 -7 -8
leaf_value=-0.011445369805757978 -0.012765149948602967 0.0017625890353962809 -0.031137035362350875 0.035711458431592326 0.025461392816592172 0.0020974179391048758 -0.0030856432625080061
leaf_weight=0.0014952243848572909 0.0018140520163333089 0.0014444462826274105 0.0010170111512468154 0.0011633385871323721 0.0010829191425002654 0.0019835473530308949 0.0016103773630860561
leaf_count=703 977 679 519 276 238 293 225
internal_value=0 0.00158477 0.00472047 0.0169073 -0.000861069 -0.00916709 0.00839253
internal_weight=0 0.0101157 0.00830164 0.00260778 0.00569386 0.00300056 0.0026933
internal_count=3910 3207 2230 955 1275 812 463
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=9
num_cat=0
split_feature=1375 1 0 49 12 42 3 12
split_gain=2.10185e-05 3.84252e-05 6.27428e-05 6.1409e-05 4.63687e-05 4.33895e-05 9.05976e-05 3.09807e-05
threshold=-1.0000000180025095e-35 0.090355000000000005 -0.084304999999999977 -0.020999999999999994 0.086865000000000012 1.0000000180025095e-35 0.10223 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 -5 -6
right_child=1 3 4 5 7 -7 -8 -9
leaf_value=-0.013859269773411231 -0.019988521895417645 0.027938220672355747 -0.012034352370856718 0.027964922786298016 0.024587007516332814 -0.014330380138543345 -0.0067585849633705038 0.00025109018063540267
leaf_weight=0.0010107464821916363 0.001802698102146227 0.0011228724845940095 0.0012566317700831047 0.0013062485091143508 0.0010333152166029941 0.0012149082215949418 0.0017689605055470781 0.0010594627423023738
leaf_count=180 1146 310 310 357 458 474 213 462
internal_value=0 0.00123525 -0.0049463 0.00711888 0.00314963 0.00166974 0.00799083 0.012267
internal_weight=0 0.0105651 0.00515211 0.00541299 0.00334941 0.00429012 0.00307521 0.00209278
internal_count=3910 3730 2376 1354 1230 1044 570 920
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=9
num_cat=0
split_feature=42 51 43 42 133 16 16 1
split_gain=1.96601e-05 4.26796e-05 5.32219e-05 5.3798e-05 5.16801e-05 5.4092e-05 6.51419e-05 0.000168584
threshold=-0.09602999999999999 -0.07742499999999998 -0.15109999999999998 0.08648500000000002 0.083815000000000014 -0.19424999999999998 -0.088144999999999987 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8
right_child=1 2 3 -5 -6 6 7 -9
leaf_value=-0.013405237723175041 -0.013664849069281572 0.024439246740895999 -0.014833963525356725 -0.016570424840684109 0.024859844246233151 0.025462071903321629 -0.031472971771000863 0.021428620798658274
leaf_weight=0.0010092820186525736 0.001631150063054994 0.0011078756115750132 0.0015505873934933646 0.0014221310719275274 0.0010814294066867269 0.0012997601176570573 0.0010909177471413308 0.0013451939142393489
leaf_count=303 604 208 277 1141 392 268 485 232
internal_value=0 0.00120519 0.00393115 0.00101454 0.00494177 0.000867207 0.00738404 -0.0022613
internal_weight=0 0.010529 0.0088979 0.00779002 0.00636789 0.00528646 0.00373587 0.00243611
internal_count=3910 3607 3003 2795 1654 1262 985 717
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=9
num_cat=0
split_feature=1375 1 3 15 0 49 52 4
split_gain=2.01964e-05 3.34858e-05 6.28492e-05 6.75624e-05 6.06859e-05 4.96833e-05 4.49213e-05 5.00054e-05
threshold=-1.0000000180025095e-35 0.090355000000000005 -0.115685 -1.0000000180025095e-35 -0.082994999999999985 -0.020999999999999994 -0.015539999999999998 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 -8
right_child=1 5 3 4 -6 6 7 -9
leaf_value=-0.013610034383075141 0.01552231656768728 0.025575489723279124 -0.031548844760967983 0.013582062423974549 -0.015946504391949952 0.016800416175663094 0.011160567167504793 -0.015736802309763782
leaf_weight=0.0010045918667759375 0.0011937201646673654 0.001111155718194163 0.0011117671824839121 0.0012845866568219151 0.0015189684305036545 0.0013641926503390441 0.0011361547502687943 0.0017648504252329663
leaf_count=180 208 310 970 519 679 372 344 328
internal_value=0 0.00123255 -0.00456457 -0.0106887 -0.00241654 0.00674144 0.00183486 -0.00520267
internal_weight=0 0.0104854 0.00510904 0.00391532 0.00280356 0.00537635 0.0042652 0.00290101
internal_count=3910 3730 2376 2168 1198 1354 1044 672
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=11
num_cat=0
split_feature=484 42 42 15 0 150 15 42 2 47
split_gain=0.000158259 8.92734e-05 5.84506e-05 6.76047e-05 0.000143628 0.00016346 7.02746e-05 0.000163347 6.68767e-05 6.51926e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.082904999999999993 -0.021529999999999997 -0.074249999999999997 0.083205000000000015 0.090325000000000003 0.084100000000000022 0.105395 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 7 8 -5 -4
right_child=1 2 3 6 -6 -7 -8 -9 -10 -11
leaf_value=-0.00073753391188612798 -0.00051876201338778511 0.00051417731717734601 -1.6427045728219287e-05 0.00024323270454157858 0.00077219382906934943 0.00052321354736489844 0.00023450431702675003 -0.00092753718601445686 -0.00037426661642317227 -0.0006086913861301171
leaf_weight=0.0010977360101723102 0.0010265621996378279 0.0011010546795307942 0.001851453560211888 0.0016180548930088594 0.0012611383723564289 0.0016463702925030538 0.0015395892877458107 0.0010329637991407428 0.0011561163043863551 0.0011636241328914828
leaf_count=612 215 320 464 422 396 230 575 374 120 182
internal_value=0 3.68694e-05 8.29788e-05 4.08491e-05 0.000185146 2.63226e-05 -0.000118989 -0.000261941 -1.41058e-05 -0.000245003
internal_weight=0 0.0133969 0.0123704 0.0112693 0.00592259 0.00466145 0.00534672 0.00380713 0.00277417 0.00301508
internal_count=3910 3298 3083 2763 1272 876 1491 916 542 646
is_linear=0
shrinkage=0.00196078


Tree=4199
num_leaves=9
num_cat=0
split_feature=11 13 39 0 2 0 43 0
split_gain=2.14757e-05 2.94416e-05 6.90513e-05 6.08885e-05 4.57882e-05 6.04686e-05 7.86406e-05 2.53407e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.11230000000000001 -0.23029999999999998 -0.074254999999999988 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.0010887993612263547 -0.013355633769712535 0.025210620367895689 0.019871830777395696 -0.026345600903145583 -0.01699931422505661 0.011832114972633562 -0.019102858339672589 0.022266463123311913
leaf_weight=0.0011580821948398937 0.0011016488626233592 0.0010159309906809825 0.0012773206858451578 0.0011590412427753176 0.0013885387711563184 0.0017504511796543197 0.0015489178577170032 0.0011033160655761895
leaf_count=300 279 99 387 329 199 982 1229 106
internal_value=0 0.00132727 -0.00147688 -0.00545031 -0.00120431 0.00387807 -0.00269058 0.0114212
internal_weight=0 0.0104016 0.0081402 0.00686288 0.00570384 0.0043153 0.00329937 0.0022614
internal_count=3910 3631 3225 2838 2509 2310 2211 406
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=11
num_cat=0
split_feature=484 42 51 43 42 49 48 0 133 12
split_gain=0.000138828 6.96471e-05 5.72855e-05 7.13888e-05 7.04938e-05 7.2721e-05 0.000189642 0.000118119 9.44523e-05 0.000195289
threshold=-0.0043499999999999988 -0.10770999999999999 -0.07742499999999998 -0.15109999999999998 0.08648500000000002 0.093425000000000022 0.087235000000000021 -0.14293499999999998 0.083815000000000014 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 9 -9
right_child=1 2 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00070314811683915251 -0.0004474675843470555 -0.00022818012746561215 0.00055075363129091697 0.0008190631027385106 -0.00029142297661541582 0.00064335629679248716 -0.00051527659968810262 -0.00076943992728984855 0.00057837202683049622 0.00039015394090960442
leaf_weight=0.0010260107494787863 0.0010133533451434631 0.0018612682617456982 0.0014380142027390222 0.0011724028675279574 0.001608425923174805 0.0010357875098020147 0.0015299074936395039 0.0010153827264715745 0.0010577206806360894 0.0012406023700579298
leaf_count=612 215 503 203 133 929 180 208 333 163 431
internal_value=0 4.6092e-05 8.79122e-05 0.000146173 7.89933e-05 0.000163481 8.08595e-05 0.000284161 9.49106e-05 -0.000131761
internal_weight=0 0.0129729 0.0119595 0.0100982 0.00866023 0.0070518 0.00601602 0.00448611 0.00331371 0.00225599
internal_count=3910 3298 3083 2580 2377 1448 1268 1060 927 764
is_linear=0
shrinkage=0.00196078


Tree=4201
num_leaves=9
num_cat=0
split_feature=4 12 3 4 150 52 16 12
split_gain=2.08136e-05 3.0966e-05 4.66739e-05 5.62145e-05 7.38584e-05 5.7284e-05 4.77847e-05 8.85282e-05
threshold=0.27608500000000008 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 0.086645000000000014 0.084240000000000023 -0.083564999999999987 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.016604133989195628 0.010156720431482301 -0.024326453678161709 0.019466155855510415 0.024904898544804849 -0.021322571565887013 -0.014139102175947672 0.02389506303826024 -0.013909660272331809
leaf_weight=0.0012418263096972129 0.0016941631283599419 0.0010228099524379397 0.0011057741208833211 0.0016146112581074839 0.001213038491657336 0.0011065028139645317 0.001112816631970564 0.001397081766740799
leaf_count=300 441 241 101 369 227 1036 109 1086
internal_value=0 -0.00184585 0.000292022 -0.00254749 0.000909298 0.00606473 0.0114849 0.00285186
internal_weight=0 0.00981446 0.00857264 0.00746686 0.00644405 0.00523101 0.00412451 0.0025099
internal_count=3910 3469 3169 3068 2827 2600 1564 1195
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=9
num_cat=0
split_feature=132 42 160 160 49 52 4 4
split_gain=2.16729e-05 4.26803e-05 6.72986e-05 3.59361e-05 4.53274e-05 5.67589e-05 0.000111323 3.57422e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 -0.047894999999999993 0.048490000000000012 0.074650000000000008 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -6 -3
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=-0.017304323352250028 0.013786980910227141 -0.027383309349317805 0.024516962702073465 -0.010419536346576119 -0.026902115820870737 0.018055323921632296 0.014913882966071277 -0.0016151635049269511
leaf_weight=0.0014580234884978326 0.0010274568452407077 0.0010578523668691919 0.0014447645154669108 0.0011150191871722804 0.0012410136284405561 0.0017211109430159133 0.0013073036609854588 0.0010959781173089864
leaf_count=868 395 515 220 267 591 366 247 441
internal_value=0 -0.00143455 0.00114125 0.00600209 0.00920647 0.00402543 -0.00545023 -0.0142712
internal_weight=0 0.0104411 0.00898304 0.00682921 0.00571419 0.00426943 0.00254832 0.00215383
internal_count=3910 3515 2647 1691 1424 1204 838 956
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=12
num_cat=0
split_feature=484 42 3 49 42 133 160 15 2 1 1
split_gain=0.000105668 6.01192e-05 5.81666e-05 8.4397e-05 8.07779e-05 7.18706e-05 8.93069e-05 5.69871e-05 0.000100751 6.99555e-05 9.151e-05
threshold=-0.0043499999999999988 -0.097204999999999986 -0.11266 -0.091004999999999989 0.083815000000000014 -0.0023199999999999996 -0.080184999999999992 -0.053579999999999996 0.10488500000000002 0.094485000000000013 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 -7 9 -9 -8 -11
right_child=1 2 3 5 -6 6 7 8 -10 10 -12
leaf_value=-0.00061722423998992896 -0.00038539399425900422 0.00077477913261613538 -0.00050190969484345505 -0.00035918807204781745 -1.7937363916815018e-06 -0.00033944452009655859 6.0246685888293805e-05 0.00035965211133090887 -0.00041348941277641381 0.001040213839281749 0.0002387821235528257
leaf_weight=0.0010209786885643562 0.0011720021981410705 0.001011639610309022 0.0010729101788852372 0.0012217232348463855 0.0010489433774974058 0.001182918412677746 0.0013515093784585469 0.0015249086746983559 0.0011269273592343296 0.0010633828644674298 0.0011296869043510632
leaf_count=612 257 212 159 832 120 417 226 564 141 118 252
internal_value=0 3.80542e-05 8.03466e-05 1.66338e-05 0.000379463 8.13178e-05 0.000154248 0.000248496 3.1097e-05 0.00041114 0.000627383
internal_weight=0 0.0129066 0.0117345 0.00967397 0.00206058 0.00860106 0.00737933 0.00619642 0.00265184 0.00354458 0.00219307
internal_count=3910 3298 3041 2709 332 2550 1718 1301 705 596 370
is_linear=0
shrinkage=0.00196078


Tree=4204
num_leaves=9
num_cat=0
split_feature=52 0 2 12 151 2 12 1
split_gain=1.96716e-05 6.03957e-05 5.86003e-05 4.78077e-05 4.44096e-05 5.14301e-05 4.50816e-05 1.58777e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.092745000000000008 0.10214500000000001 -0.0008699999999999999 0.085155000000000022 0.086865000000000012 0.10080500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -7
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.010973578004480712 -0.015806308639703403 0.0021604517657040391 0.032707561348411997 -0.021898452764684304 -0.0086939254819861905 -0.0050855652160080953 0.028893943244663767 0.012533224417545891
leaf_weight=0.0014264700391732133 0.0013457542524793744 0.0015379595933837859 0.0010614072154943978 0.0011465187596709087 0.001819390299174327 0.0010259403258030917 0.0010876843529856153 0.0010200290358239638
leaf_count=128 346 539 523 354 909 285 646 180
internal_value=0 0.0055604 0.0146338 -0.00311629 0.000302471 0.00467927 0.0124437 0.00369838
internal_weight=0 0.00402584 0.00259937 0.00744532 0.0062988 0.00495304 0.00313365 0.00204597
internal_count=3910 1190 1062 2720 2366 2020 1111 465
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=9
num_cat=0
split_feature=1 4 15 3 12 47 4 13
split_gain=2.2577e-05 6.75961e-05 4.13117e-05 5.8219e-05 4.83994e-05 9.38341e-05 9.11995e-05 5.02894e-06
threshold=1.0000000180025095e-35 -0.083329999999999987 0.079360000000000014 -0.10315499999999998 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.0082649999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 6 -6 -1
right_child=2 -3 -4 4 5 -7 -8 -9
leaf_value=0.00053452936250625207 0.025810196085114468 -0.022148143845778245 -0.015595557841107693 0.018238596242574272 -0.015404782584827956 -0.026805249685617191 0.019869371228521972 0.010554525750948153
leaf_weight=0.001002907345454822 0.0011955846797899157 0.0015749647393304388 0.0010433461342916712 0.0013225144270638785 0.0012201523496847095 0.0012427697520327168 0.0018356539439641131 0.0010006494201537589
leaf_count=219 287 1552 508 433 293 231 166 221
internal_value=0 -0.00664662 0.00293534 0.00577165 0.00150952 -0.0036374 0.00578476 0.00553888
internal_weight=0 0.00357852 0.00786002 0.00681668 0.00562109 0.00429858 0.00305581 0.00200356
internal_count=3910 1992 1918 1410 1123 690 459 440
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=11
num_cat=0
split_feature=484 3 15 42 42 3 15 52 0 47
split_gain=8.99474e-05 5.33964e-05 3.76146e-05 0.000201004 8.65397e-05 0.000163772 8.35163e-05 0.000100093 8.29521e-05 7.80202e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.078669999999999976 -0.038029999999999987 -0.074484999999999982 0.0059850000000000016 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 -3 -8 -9
right_child=1 2 3 -5 5 -7 8 9 -10 -11
leaf_value=-0.00054883808314439941 0.00047952809085867151 -0.00042948606244867077 -0.00056607846260731001 0.00050105660919219652 -0.00083676263475225467 0.00027702140612326047 0.00081974105578610428 0.00065900210465486009 0.00010318185650738054 -4.9608024838198457e-05
leaf_weight=0.0010646330547289607 0.0010000605855759624 0.0013263338186292137 0.0018925790797141365 0.0010579735818226762 0.0010112566650644851 0.0010190570027677685 0.0012632331844211701 0.0010053663097401603 0.001221975067851877 0.0014720850745130873
leaf_count=627 225 282 701 599 362 348 195 317 86 168
internal_value=0 4.53069e-05 6.77509e-06 -0.000183438 7.42367e-05 -0.000277731 0.000187865 5.22358e-06 0.000467409 0.000237951
internal_weight=0 0.0122699 0.0112699 0.00295055 0.00831931 0.00203031 0.00628899 0.00380379 0.00248521 0.00247745
internal_count=3910 3283 3058 1300 1758 710 1048 767 281 485
is_linear=0
shrinkage=0.00196078


Tree=4207
num_leaves=10
num_cat=0
split_feature=11 49 52 133 0 42 0 2 12
split_gain=2.49252e-05 2.53482e-05 4.23081e-05 8.56155e-05 7.60662e-05 7.66468e-05 4.45544e-05 0.000116925 2.61762e-05
threshold=0.077330000000000024 0.093425000000000022 0.086950000000000013 0.065880000000000008 -0.053834999999999994 0.08622500000000001 -0.10575999999999998 0.092450000000000018 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -4
right_child=-2 -3 8 -5 -6 -7 -8 -9 -10
leaf_value=0.023591396514397778 -0.014364948038811992 0.015314296014547209 -0.0014010468771833374 0.026791763800510255 -0.026523869296702543 0.026844881645789593 -0.021206606115560335 -0.01801909075369711 -0.024002210707289418
leaf_weight=0.0013891644842418619 0.0011004158774962714 0.0011719072546465042 0.001002101034661471 0.0012774941507194496 0.0010249644700603107 0.0010867760146797256 0.0010151888349161729 0.0013141427258994481 0.0010487300309783259
leaf_count=121 279 521 174 705 246 390 527 179 768
internal_value=0 0.00146651 -0.000305419 0.00334546 -0.00179198 0.00348333 -0.00334437 0.00336354 -0.0129586
internal_weight=0 0.0103305 0.00915856 0.00710773 0.00583024 0.00480527 0.0037185 0.00270331 0.00205083
internal_count=3910 3631 3110 2168 1463 1217 827 300 942
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=10
num_cat=0
split_feature=484 3 1 52 4 0 1 1 2
split_gain=9.2475e-05 5.68781e-05 4.16113e-05 4.73791e-05 7.5089e-05 9.94014e-05 6.86711e-05 6.464e-05 3.48171e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12730000000000002 0.086950000000000013 -0.077679999999999985 -0.10071499999999999 0.11097000000000001 0.094385000000000011 0.10217500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -5
right_child=1 2 -4 8 5 -7 -8 -9 -10
leaf_value=-0.00056516571470142333 0.00048531240359979031 0.0003633290457565546 0.00030194162832086448 -6.431024557640139e-05 -9.159983493633001e-06 -0.00050902022729035505 -0.0003020786075827608 0.00059390381808537625 -0.00057065140887073299
leaf_weight=0.0010512439570951925 0.0010152407723647222 0.0018931780738929297 0.0015210415251618202 0.0010840589772236802 0.0016218118899843977 0.0015598609710534925 0.0012877450381360697 0.0011808972039955082 0.0010072242248611628
leaf_count=627 225 586 313 713 211 836 95 136 168
internal_value=0 4.09836e-05 5.47238e-07 -4.70339e-05 2.53635e-05 -8.78743e-05 7.27262e-05 0.000244936 -0.000308179
internal_weight=0 0.0121711 0.0111558 0.00963478 0.00754349 0.00565032 0.00409045 0.00280271 0.00209128
internal_count=3910 3283 3058 2745 1864 1278 442 347 881
is_linear=0
shrinkage=0.00196078


Tree=4209
num_leaves=11
num_cat=0
split_feature=484 15 42 42 3 15 4 52 47 3
split_gain=0.000132664 5.72195e-05 0.000160345 9.20751e-05 8.41972e-05 7.6279e-05 0.000118888 8.16612e-05 6.24331e-05 5.4615e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.087654999999999983 -0.038029999999999987 -0.06272999999999998 -0.074484999999999982 0.081320000000000017 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 7 -7 -2 -9 -5
right_child=1 2 -4 9 -6 6 -8 8 -10 -11
leaf_value=-0.00081865621143684196 -0.00044032038276427434 -0.00024947042127303171 0.00029087763505081775 -0.00058890551217728791 -0.0010263930626871031 4.3876076213349797e-05 0.00089320964935406299 0.00047183419987262672 -0.00012909112241532854 8.4128652708305869e-06
leaf_weight=0.0010473434098516978 0.0014514629731753968 0.0010991177211616982 0.0011045091485146182 0.0014249375314616889 0.0010473033342763751 0.0017182653177098802 0.0010038076465747206 0.0011914290717772221 0.0015035726529643084 0.0010026085087167949
leaf_count=612 296 369 620 409 364 219 158 342 170 351
internal_value=0 -9.22636e-05 -0.000316176 -1.39593e-05 -0.000628554 0.000102053 0.000357081 -6.53689e-05 0.000136571 -0.000342205
internal_weight=0 0.012547 0.00325093 0.00929608 0.00214642 0.00686854 0.00272207 0.00414646 0.002695 0.00242755
internal_count=3910 3298 1353 1945 733 1185 377 808 512 760
is_linear=0
shrinkage=0.00196078


Tree=4210
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 151 16 0 47 1 4
split_gain=0.000118842 6.14926e-05 9.54962e-05 8.50822e-05 9.8327e-05 4.83111e-05 9.16098e-05 7.16314e-05 0.000199782 0.000120181 7.80402e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 0.080320000000000016 -0.0008699999999999999 -0.48509999999999992 -0.11077499999999998 0.084695000000000006 0.078675000000000009 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 -8 9 10 -9
right_child=1 5 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.00065080227586533223 -0.00024707008655835061 -0.00036828566192450267 -2.8188504893105719e-06 0.00018073450833851302 0.0010154945183660068 0.00054097787435513462 -0.00051396352034404648 -0.00027470902941234218 0.00073599902871388857 -0.00073820408722790004 0.00043611522392775708
leaf_weight=0.001051475123854193 0.0012912459404925128 0.0016447405347199467 0.0013948147289415402 0.0010366040849796049 0.0011381889634500438 0.0010434608058178252 0.0012129849533523227 0.0013501051094297633 0.0011364124195625751 0.0011251095660386699 0.0010600706926493291
leaf_count=612 379 273 62 185 367 224 155 54 152 493 954
internal_value=0 3.37065e-05 0.000209884 0.000375179 0.00061761 -6.61866e-05 5.53165e-06 -8.94127e-05 2.082e-05 -0.000209073 3.79337e-05
internal_weight=0 0.0134337 0.00486085 0.00356961 0.00217479 0.00857288 0.00692814 0.00588468 0.0046717 0.00353529 0.00241018
internal_count=3910 3298 993 614 552 2305 2032 1808 1653 1501 1008
is_linear=0
shrinkage=0.00196078


Tree=4211
num_leaves=10
num_cat=0
split_feature=484 3 1 2 52 133 4 15 16
split_gain=8.48991e-05 5.02511e-05 3.73463e-05 9.81523e-05 6.62774e-05 6.49542e-05 7.16737e-05 0.00015992 6.40912e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.13385500000000003 0.11835000000000002 0.086950000000000013 0.065880000000000008 0.0057500000000000008 -0.095799999999999982 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -8 -3
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00053863835387083794 0.00045294076876844299 0.00016059317332625623 0.00035900442561316565 -0.00055122370130437947 -0.00029575617483928985 0.00051452221197305608 -0.0001956652231510011 0.00072186429824071762 -0.00043524165645923593
leaf_weight=0.001077011795224605 0.0010170344804932155 0.0011819832277321974 0.0010019215101030677 0.0012550748626240253 0.0018548303414510289 0.0013114089685752331 0.0015134008216837642 0.0014114912656727884 0.0016814334158300145
leaf_count=627 225 216 255 246 823 566 147 150 655
internal_value=0 3.56108e-05 -2.24656e-06 -3.76979e-05 3.42781e-05 0.000120501 3.12309e-05 0.000247115 -0.000189288
internal_weight=0 0.0122286 0.0112115 0.0102096 0.00895455 0.00709972 0.00578831 0.00292489 0.00286342
internal_count=3910 3283 3058 2803 2557 1734 1168 297 871
is_linear=0
shrinkage=0.00196078


Tree=4212
num_leaves=9
num_cat=0
split_feature=11 0 52 47 48 15 4 12
split_gain=2.04638e-05 2.55453e-05 5.22533e-05 6.12655e-05 5.4842e-05 6.06099e-05 6.41312e-05 4.79958e-05
threshold=0.077330000000000024 -0.017269999999999997 -0.092854999999999979 0.09252500000000001 0.087235000000000021 0.084050000000000014 -1.0000000180025095e-35 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -3
right_child=-2 7 3 -5 -6 -7 -8 -9
leaf_value=-0.018216203265397343 -0.013096391628474644 0.026840449451016136 0.037703751571892458 -0.01649264064777092 -0.011690780694790051 -0.0040368324248428915 0.0072488003060636247 -0.0034205271972167078
leaf_weight=0.0015001614292773635 0.0011130110797096049 0.0010026474739660354 0.0012710068877225026 0.0013714343608727019 0.0012030626199316056 0.0014561834649380167 0.0015163417275132255 0.0010982102528941983
leaf_count=560 279 243 501 265 279 1164 537 82
internal_value=0 0.00116897 -0.00131946 0.0023983 0.00715498 0.0124978 0.021136 0.0110217
internal_weight=0 0.010419 0.00831819 0.00681803 0.00544659 0.00424353 0.00278735 0.00210086
internal_count=3910 3631 3306 2746 2481 2202 1038 325
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=11
num_cat=0
split_feature=484 15 15 15 4 150 49 0 43 43
split_gain=0.000135168 5.36362e-05 6.42479e-05 7.10707e-05 7.81271e-05 9.12521e-05 6.5626e-05 7.79061e-05 8.67976e-05 0.000109024
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 -0.031229999999999997 -1.0000000180025095e-35 0.085075000000000026 -0.0057999999999999987 -0.083424999999999985 -0.17307499999999998 0.0050750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 -8 -9 -10
right_child=1 2 3 6 5 -7 7 8 9 -11
leaf_value=-0.00069669392560120069 0.00046688931831298671 -0.00044117291415076332 0.00060545245085247116 -0.00041180410413058208 -0.00025858631641700652 0.00048900607114949499 0.00038476229580645298 0.00031011701923846168 -0.00080014705633642052 9.0444181757238007e-05
leaf_weight=0.0010333921479598164 0.0010419417872589163 0.0011328588410815339 0.0015164579878497431 0.001675579055903321 0.0015432468632896787 0.0010581370816754657 0.0016477982899461238 0.0010884662390714455 0.0010973165489324911 0.0010194507438859024
leaf_count=612 291 245 429 270 324 147 579 88 685 240
internal_value=0 4.04751e-05 2.75657e-06 4.99938e-05 0.000251713 4.55038e-05 -7.72383e-05 3.82753e-05 -0.000139852 -0.000371232
internal_weight=0 0.0128213 0.0117793 0.0106465 0.00411784 0.00260138 0.00652861 0.00485303 0.00320523 0.00211677
internal_count=3910 3298 3007 2762 900 471 1862 1592 1013 925
is_linear=0
shrinkage=0.00196078


Tree=4214
num_leaves=11
num_cat=0
split_feature=484 474 1 160 42 42 43 43 15 16
split_gain=0.000150062 5.06348e-05 6.05372e-05 6.66853e-05 5.91156e-05 7.29335e-05 9.13011e-05 6.72261e-05 0.000150231 5.57664e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.12811000000000003 -0.080734999999999987 0.091955000000000023 -1.0000000180025095e-35 -0.071214999999999987 0.070805000000000021 -1.0000000180025095e-35 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00073164378319568271 -0.00050703241497473148 0.000458382676998349 0.00038286004885582011 -0.00030082513460751899 -0.00037669452934213914 0.00064056239763535911 -7.6043564581415422e-05 0.00042946560590246543 -0.00065465945847676137 0.00054465056235390079
leaf_weight=0.0010232033268317243 0.0010659604438667232 0.0010648158022953927 0.0014684839874032863 0.0015533369895657356 0.0012857965875398766 0.0012793484244807366 0.0012260453866276156 0.0013040658212426053 0.0011959662300185022 0.0010190934754882638
leaf_count=612 510 318 284 809 476 284 119 63 357 78
internal_value=0 4.94768e-05 1.12766e-05 -4.36766e-05 1.20475e-05 7.80085e-05 0.000175685 5.03497e-05 -9.33228e-05 0.000205696
internal_weight=0 0.0124629 0.0113981 0.00992961 0.00886365 0.00757786 0.00602452 0.00474517 0.00344111 0.00224514
internal_count=3910 3298 2980 2696 2186 1710 901 617 554 197
is_linear=0
shrinkage=0.00196078


Tree=4215
num_leaves=9
num_cat=0
split_feature=1 457 52 2 2 13 16 16
split_gain=2.37301e-05 5.69206e-05 6.58914e-05 7.29207e-05 7.95493e-05 6.97674e-05 6.6675e-05 5.1291e-05
threshold=0.12864500000000004 0.088055000000000008 0.11401500000000002 0.096540000000000015 0.087005000000000013 -0.00059999999999999995 -0.089864999999999987 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -8
right_child=-2 -3 -4 5 -6 -7 7 -9
leaf_value=-0.022191051196892384 0.011564861978457311 0.020387489055293417 -0.027861784049424018 0.023002450011373826 -0.030677920971727481 -0.0058551032282087665 0.023276824335586015 -0.0067520504288134933
leaf_weight=0.001052306610055159 0.0014930862707300827 0.0010252614531266286 0.0010630872439243945 0.0018321646204530252 0.0012841033817068913 0.001543642096246065 0.0011366703008680256 0.0011385475659730928
leaf_count=302 331 179 567 443 746 331 589 422
internal_value=0 -0.00194385 -0.00447359 -0.00136073 -0.00953565 0.00980687 -0.00137677 0.00825
internal_weight=0 0.0100758 0.00905052 0.00798743 0.00461163 0.00337581 0.00332752 0.00227522
internal_count=3910 3579 3400 2833 2059 774 1313 1011
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=11
num_cat=0
split_feature=484 3 1 43 4 16 16 150 3 52
split_gain=0.000165045 5.53421e-05 5.43791e-05 8.54386e-05 5.57914e-05 5.49454e-05 6.94068e-05 5.95174e-05 8.28309e-05 5.42602e-05
threshold=-0.0043499999999999988 -0.15464999999999998 0.085990000000000011 0.0016850000000000001 -0.013929999999999998 -0.27337499999999998 -0.09601999999999998 0.087235000000000021 0.096385000000000012 -0.0093349999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 8 9 -8
right_child=1 2 5 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0007713537437073262 0.00046993218944886263 -0.0006144625751305921 -0.00019121487792070747 0.00017841823407380332 -3.8909774836110254e-05 0.00066583282573818604 0.00078274434706008004 -0.00030194676652177085 -0.0001873941082283495 0.00016988353049013979
leaf_weight=0.001026844746390255 0.0010822117224115529 0.0016109509497846154 0.0017649582475923725 0.0016986704136454154 0.0010827317512347918 0.0010280618410212043 0.0010235126253303447 0.0010727335528044153 0.0012054071896395735 0.001214434798462484
leaf_count=612 227 826 314 411 483 111 282 140 132 372
internal_value=0 4.57098e-05 6.47556e-06 -0.000165953 -0.000383118 0.000110095 0.000206016 0.000101341 0.000226981 0.000450172
internal_weight=0 0.0127837 0.0117015 0.00439235 0.00269368 0.00730911 0.00554415 0.00451609 0.00344335 0.00223795
internal_count=3910 3298 3071 1720 1309 1351 1037 926 786 654
is_linear=0
shrinkage=0.00196078


Tree=4217
num_leaves=12
num_cat=0
split_feature=484 15 15 15 12 12 52 16 2 51 0
split_gain=0.000155743 5.62466e-05 5.86355e-05 8.74816e-05 6.61044e-05 7.54806e-05 8.49826e-05 8.4665e-05 8.59329e-05 8.11267e-05 0.000172075
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 -0.10071499999999999 0.10595000000000002 0.097345000000000015 -0.16806499999999999 -0.014099999999999998 0.086650000000000019 0.077145000000000005 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 9 -9 10 -8
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00074146402997172687 0.00048407422548626131 -0.00041827290850208988 0.00059264601510177807 -0.0005206196839806545 -0.00046278024759750368 0.00053210641221318152 -0.00088172237718129871 -0.00014689313052664545 0.00055233281360071718 0.00023619722815409208 0.0001998699979319403
leaf_weight=0.0010403363581650031 0.0010406375478084718 0.0011204188813340515 0.001043712601582667 0.0011029579117443405 0.0010770437216863502 0.0011010523390221176 0.0011776300390637286 0.0010302364498917874 0.0019638904900057628 0.0014141965496828838 0.001088006611661709
leaf_count=612 291 245 100 291 260 235 524 224 340 252 536
internal_value=0 4.66125e-05 9.04891e-06 5.25793e-05 -4.04281e-06 5.16096e-05 -1.64189e-05 6.69067e-05 0.000311739 -0.000132303 -0.000362319
internal_weight=0 0.0131598 0.0121191 0.0109987 0.00995501 0.00887797 0.00777692 0.00667396 0.00299413 0.00367983 0.00226564
internal_count=3910 3298 3007 2762 2662 2402 2167 1876 564 1312 1060
is_linear=0
shrinkage=0.00196078


Tree=4218
num_leaves=10
num_cat=0
split_feature=484 15 12 124 42 13 48 0 0
split_gain=0.000150023 5.88413e-05 0.000137523 9.13105e-05 0.000116589 7.29845e-05 9.25459e-05 0.000108839 5.82293e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.10241499999999999 0.086215000000000014 -0.099864999999999995 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 -6
right_child=1 2 -4 4 8 6 -8 -9 -10
leaf_value=-0.00073649469504375538 -0.0003859411654705935 -0.00066374885261115391 0.0001631165052704873 0.00075751876155483872 -0.00049164069450757179 0.0007241649100803337 -0.00015743210074834428 -4.4879337645302839e-05 0.00014810208002618658
leaf_weight=0.001006382505535401 0.0011525660362575471 0.0013186846578379543 0.0018699322551910601 0.0013035567039809993 0.0011295507810698945 0.0018637507203280563 0.0015520530303568883 0.0011404751716283241 0.0010606339543261416
leaf_count=612 280 421 932 159 472 182 203 449 200
internal_value=0 5.07031e-05 -0.000178842 0.000130239 0.000204143 0.000348406 0.000231359 0.000432218 -0.000181834
internal_weight=0 0.0123912 0.00318862 0.00920259 0.00805002 0.00585984 0.00455628 0.00300423 0.00219018
internal_count=3910 3298 1353 1945 1665 993 834 631 672
is_linear=0
shrinkage=0.00196078


Tree=4219
num_leaves=10
num_cat=0
split_feature=484 3 1 12 2 4 2 2 1
split_gain=7.56889e-05 5.21114e-05 5.09589e-05 4.31416e-05 5.5329e-05 9.69994e-05 9.42618e-05 0.000116008 7.61677e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12811000000000003 0.10595000000000002 0.086875000000000022 -0.0017649999999999999 0.10836000000000003 0.096540000000000015 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 -8
right_child=1 2 -4 -5 6 -7 8 -9 -10
leaf_value=-0.00050728591923568627 0.00045708936963894211 4.5904091064598373e-05 0.00033121282818605169 -0.00043952728493460152 1.6421457668935421e-05 -0.00067698353642635064 -0.00059401250767169417 0.0007742454225954517 0.00010923692834730312
leaf_weight=0.0010748172350834402 0.0010317528907744624 0.0019125771194905136 0.0015138608024073885 0.001008238035327143 0.0019153569298844928 0.001138451377967516 0.0010256290715336329 0.001306285058148603 0.0014008995300457848
leaf_count=627 225 917 306 246 730 222 193 283 161
internal_value=0 3.53854e-05 -3.38856e-06 -5.55692e-05 -1.10684e-05 -0.000223832 0.000103862 0.000323698 -0.000188008
internal_weight=0 0.0122531 0.0112213 0.00970744 0.0086992 0.00305103 0.00564817 0.00322164 0.00242653
internal_count=3910 3283 3058 2752 2506 1139 1367 1013 354
is_linear=0
shrinkage=0.00196078


Tree=4220
num_leaves=11
num_cat=0
split_feature=484 3 1 12 2 16 2 2 1 4
split_gain=7.45347e-05 5.42259e-05 3.7686e-05 4.78922e-05 6.95704e-05 0.000113191 0.000104286 0.000106249 6.07483e-05 4.77275e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12811000000000003 0.10595000000000002 0.089910000000000004 -0.089864999999999987 0.10836000000000003 0.096540000000000015 0.10884000000000001 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 -8 -7
right_child=1 2 -4 -5 6 9 8 -9 -10 -11
leaf_value=-0.00051168684798769202 0.0004600669955227406 -0.00077312077688232342 0.00028135431232271521 -0.00045445010454054681 3.6056069405853801e-05 0.00028914103538529054 -0.00052955835616086606 0.00080866066680234478 0.0001024484092422871 -0.00025822087521399067
leaf_weight=0.0010654331870727654 0.001027938593256666 0.0010143159297852852 0.0014743567677385104 0.0010317821059472087 0.0014608732196724915 0.0011824379852818224 0.0010030293581506822 0.0012874218340763542 0.0014020715127177133 0.0012705759775553187
leaf_count=627 225 369 306 246 368 556 194 283 160 576
internal_value=0 2.91815e-05 -1.06252e-05 -5.52232e-05 -7.44119e-06 -0.000222184 0.000137043 0.000397978 -0.000161125 5.62659e-06
internal_weight=0 0.0121548 0.0111269 0.00965251 0.00862073 0.00346733 0.0051534 0.0027483 0.0024051 0.00245301
internal_count=3910 3283 3058 2752 2506 1501 1005 651 354 1132
is_linear=0
shrinkage=0.00196078


Tree=4221
num_leaves=9
num_cat=0
split_feature=48 48 51 1 150 4 1 43
split_gain=2.51204e-05 6.29008e-05 9.14682e-05 7.81094e-05 4.63974e-05 7.56917e-05 5.20298e-05 7.90954e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.082965000000000025 -1.0000000180025095e-35 0.085110000000000005 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.022385053271385943 -0.015259584092651008 0.022869985468059562 -0.02810706211512683 0.020087653552831618 0.01566319272359927 -0.025271273892498398 0.018107851789318126 0.012753665418981323
leaf_weight=0.0014770249654661926 0.0010136614586060558 0.0011914619674844784 0.0011376937347856364 0.0018755193976111627 0.0010962424310124522 0.0015838671399757403 0.0011872500686467427 0.0011311879418506596
leaf_count=986 161 279 398 421 288 531 588 258
internal_value=0 0.00121277 -0.00150663 0.00211723 -0.00308755 -0.00690872 0.000754074 -0.00714531
internal_weight=0 0.0106802 0.00948879 0.00835109 0.00647557 0.00537933 0.00379546 0.00260821
internal_count=3910 3749 3470 3072 2651 2363 1832 1244
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=10
num_cat=0
split_feature=3 1 13 52 16 47 4 52 2
split_gain=2.62163e-05 4.54148e-05 3.88303e-05 9.35504e-05 5.06151e-05 4.63175e-05 3.77613e-05 3.75251e-05 1.75753e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -0.057604999999999996 0.087850000000000025 -0.083329999999999987 -0.069134999999999988 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 8 -8 -2
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=0.015195456507120156 -0.0091291383716604509 0.025351637719051547 -0.024968308383462243 -0.0030465710066628865 0.024941857404944492 -0.0024657614011831374 -0.0044629510442455609 -0.030665612440731013 0.0095430050679727058
leaf_weight=0.0010106703599910291 0.0010115261458187579 0.0014096861856067668 0.0012607844806690888 0.0016344239718899581 0.0010685716231142038 0.0010402758831643166 0.0010017232865877229 0.0012028294051813573 0.0010048860427944791
leaf_count=259 460 727 153 216 115 207 442 1265 66
internal_value=0 -0.00165825 0.0036431 -0.00247412 0.00801806 0.0135401 -0.00971363 -0.0187594 0.000176189
internal_weight=0 0.0106347 0.00641374 0.00396378 0.002703 0.00244996 0.00422096 0.00220455 0.00201641
internal_count=3910 3651 1418 484 331 934 2233 1707 526
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=9
num_cat=0
split_feature=3 1 52 16 13 52 12 16
split_gain=2.12912e-05 3.69588e-05 3.59602e-05 6.52372e-05 3.40723e-05 7.50604e-05 4.53829e-05 3.67063e-05
threshold=-0.15464999999999998 0.08844500000000001 0.086950000000000013 -0.083564999999999987 -0.0024749999999999993 -0.074484999999999982 0.088375000000000023 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -3 -7
right_child=1 4 -4 -5 5 7 -8 -9
leaf_value=0.013707667520890622 0.012711074411340907 0.026423794865701788 -0.022974273402003621 -0.016772700954426081 -0.022612928689539617 -0.00227388224906295 -0.00089461469061303904 0.021858582709592188
leaf_weight=0.0010084538558971208 0.0014277787378819168 0.0012045355927135619 0.0012482486082034967 0.0015819729198625391 0.0012533173040510451 0.0016264486092832636 0.0012281287564318245 0.0010290764685506595
leaf_count=259 410 494 794 1057 153 207 423 113
internal_value=0 -0.00149805 -0.00870431 -0.00278606 0.00334058 -0.002442 0.0126321 0.007078
internal_weight=0 0.0105995 0.004258 0.00300975 0.00634151 0.00390884 0.00243266 0.00265553
internal_count=3910 3651 2261 1467 1390 473 917 320
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=12
num_cat=0
split_feature=484 52 52 1 151 1 2 13 1 3 457
split_gain=0.00016469 8.07971e-05 7.23119e-05 6.92481e-05 5.70562e-05 8.90761e-05 8.06123e-05 0.000118055 6.69186e-05 4.66818e-05 4.38406e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.097480000000000011 -0.0008699999999999999 0.10113500000000002 0.10393500000000001 -0.09547499999999999 0.11986000000000001 -0.073984999999999981 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 -3 6 7 -6 -7 -9 -4
right_child=1 4 3 -5 5 8 -8 9 -10 -11 -12
leaf_value=-0.00075582680499046602 -0.00014196317977944472 -0.0004040820468403827 -6.5916447800630422e-05 0.00077697122441623895 0.00057073855463635691 0.00067666320133086895 -0.00058013800375231693 -0.00045474591995003314 -8.8357878041716033e-06 9.758607837339497e-05 0.00049066421626450276
leaf_weight=0.0010634961203245712 0.0012950445883081266 0.0015820827702766457 0.0011667362364473719 0.0012184808155275102 0.0010130875825642019 0.001098936346822987 0.0012085040061234759 0.0014219565453144534 0.00109113578974922 0.0010034859648582206 0.0010195757477656775
leaf_count=612 379 273 248 285 128 135 185 1126 235 223 81
internal_value=0 4.64457e-05 0.0002524 0.000402399 -6.8524e-05 9.12303e-06 -0.000144521 8.58084e-06 0.000335135 -0.000226228 0.000193642
internal_weight=0 0.013119 0.00469984 0.00340479 0.00841919 0.00683711 0.00464703 0.00343853 0.00219007 0.00242544 0.00218631
internal_count=3910 3298 993 614 2305 2032 1662 1477 370 1349 329
is_linear=0
shrinkage=0.00196078


Tree=4225
num_leaves=10
num_cat=0
split_feature=11 160 133 13 13 52 151 15 43
split_gain=2.21347e-05 2.8479e-05 0.000122949 5.87714e-05 5.2803e-05 5.17716e-05 3.81674e-05 6.20218e-05 6.17973e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083514999999999992 -0.37340499999999993 -0.048794999999999991 -0.0088999999999999982 -0.053579999999999996 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -5 -8 -9
right_child=-2 2 3 6 -6 -7 7 8 -10
leaf_value=0.0076316252058869468 -0.013516377319994067 -0.028837330994019961 0.0065001599012535355 -0.01351711939638761 0.038383331690685002 -0.022461642988032188 0.021439440976863663 0.014630690444950138 -0.018737990339917708
leaf_weight=0.0010615975850882464 0.0011224536226785197 0.0010000174464567212 0.0010183188439706454 0.0011172661968365579 0.0010602898151111403 0.0012387678462754202 0.001759517440846453 0.0010132371942812627 0.0012271839913963242
leaf_count=279 279 826 113 242 291 878 347 110 545
internal_value=0 0.00125818 0.00401779 0.00858373 0.0227636 -0.00857388 0.00282386 0.00738823 -0.0036469
internal_weight=0 0.0104962 0.00819583 0.00719581 0.00207861 0.00230037 0.0051172 0.00399994 0.00224042
internal_count=3910 3631 2474 1648 404 1157 1244 1002 655
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=10
num_cat=0
split_feature=48 4 12 3 150 2 0 1 16
split_gain=2.19913e-05 6.26076e-05 6.23326e-05 7.44117e-05 6.03385e-05 4.42898e-05 3.86765e-05 2.9134e-05 3.35008e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085285000000000014 0.094010000000000024 -0.070174999999999987 0.090355000000000005 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.022988023720588429 -0.01431337643496192 0.021637738278731295 0.0062327196487647115 0.020870291900984887 -0.024916507886881097 -0.016316886524267556 0.022095660666564751 0.013369217768509595 -0.019236490514800333
leaf_weight=0.0011981707011655086 0.0010016061801882805 0.0013116248489010865 0.0010080430520298337 0.0015859533339096302 0.0010764380797610154 0.0011582832983844486 0.0010788812374972804 0.0010932557112460052 0.0010589941613378087
leaf_count=275 161 388 531 130 227 712 216 313 957
internal_value=0 0.00119037 -0.0017065 0.00145719 -0.00329857 0.00101279 0.00574784 0.000166912 -0.00681579
internal_weight=0 0.0105696 0.00925802 0.00805985 0.0064739 0.00539746 0.00423917 0.00316029 0.00206704
internal_count=3910 3749 3361 3086 2956 2729 2017 1801 1488
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=9
num_cat=0
split_feature=150 151 151 4 15 42 43 4
split_gain=2.68846e-05 8.04979e-05 6.16914e-05 3.901e-05 7.65067e-05 5.06971e-05 0.00011986 3.62874e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 -0.056409999999999995 0.25367000000000006 -0.064869999999999983 0.084685000000000024 0.0016850000000000001 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 -6
right_child=2 3 -4 -5 5 -7 -8 -9
leaf_value=-0.026943758059478636 0.026477514648397999 -0.024721296784512358 -0.0068598482936057838 0.015053222057442348 -0.031248743187368755 0.018234785319901324 0.019958494701743747 -0.0062946568756718658
leaf_weight=0.0011765386820720937 0.0011063052509228252 0.0012417891203591941 0.0011140770261347313 0.0015968320340662362 0.0010206577864321689 0.0015260731196928235 0.0013902021669095349 0.001358182120491754
leaf_count=360 318 730 195 379 536 836 209 347
internal_value=0 -0.00249522 0.00975049 0.00104125 -0.00238159 0.00285743 -0.00336882 -0.0170014
internal_weight=0 0.00931028 0.00222038 0.00813374 0.0065369 0.00529512 0.00376904 0.00237884
internal_count=3910 3397 513 3037 2658 1928 1092 883
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=10
num_cat=0
split_feature=484 3 484 12 16 42 160 0 13
split_gain=0.000146864 7.53029e-05 6.45575e-05 8.76775e-05 0.000102866 0.000114966 7.68755e-05 0.00014616 0.000145748
threshold=-0.0043499999999999988 -0.15464999999999998 0.088645000000000015 0.10508500000000001 -0.38486499999999996 -0.090359999999999982 0.087825000000000014 -0.074249999999999997 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00072396359243469461 0.00052913263624882714 -0.00030501151801665263 -0.00047321837088060424 -0.00044874532875251416 -0.00037917274255798938 -0.00026100407092843788 -0.00011612875986755155 0.00084331135768417234 0.00056619192573904202
leaf_weight=0.0010423453870888081 0.0011112814550902515 0.0018919626712722197 0.0010321486756617029 0.0012469454289686889 0.001104540458862816 0.0016043475568226606 0.0013275563499509889 0.0019129059255095218 0.0016727949840153122
leaf_count=612 227 337 307 291 297 1014 160 465 200
internal_value=0 4.11896e-05 -4.78963e-06 4.01398e-05 0.000104214 0.000205792 0.000304926 0.000412628 0.000161232
internal_weight=0 0.0129045 0.0117932 0.0107611 0.00951411 0.00762215 0.0065176 0.00519005 0.00327714
internal_count=3910 3298 3071 2764 2473 2136 1839 1679 1214
is_linear=0
shrinkage=0.00196078


Tree=4229
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 51 2 151 42
split_gain=8.38443e-05 5.33125e-05 0.000102107 7.48577e-05 8.18157e-05 9.02926e-05 9.69243e-05 0.000142229 6.92974e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.09021499999999999 0.087995000000000004 -0.044604999999999992 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00053261667819814616 -0.0003899727955192421 -0.00060361129406952827 0.00065628784589413889 0.00067289252455172218 -0.00028793040918406303 -0.00027345662944088423 -0.00028554542308076997 0.00060841108615833025 6.9931757782571574e-05
leaf_weight=0.0010742368679357841 0.0010205583888974893 0.0012548537021818177 0.0010627402113230272 0.0012962025683698674 0.0015729104643870638 0.001779894139342294 0.0010399121052922181 0.0020006612704421005 0.0011039273049457316
leaf_count=627 151 799 152 141 472 396 148 293 731
internal_value=0 3.8915e-05 7.83085e-05 1.718e-05 0.000110913 0.000213476 8.99412e-05 0.000302667 -0.000288388
internal_weight=0 0.0121317 0.0111111 0.0100484 0.00768958 0.00611667 0.00482047 0.00304057 0.00235878
internal_count=3910 3283 3132 2980 1450 978 837 441 1530
is_linear=0
shrinkage=0.00196078


Tree=4230
num_leaves=9
num_cat=0
split_feature=150 4 151 47 43 52 42 4
split_gain=2.23632e-05 6.63971e-05 6.57124e-05 3.58608e-05 4.38757e-05 5.58561e-05 4.74681e-05 4.59435e-05
threshold=0.082085000000000019 0.0057500000000000008 -1.0000000180025095e-35 0.10436500000000001 -0.077544999999999989 0.087375000000000008 0.084685000000000024 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 -4 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.024398170395283029 -0.010185307818790387 0.024514210433171403 -0.0053446221837213821 0.014221450483743153 0.012800785992504359 -0.02667415625935507 0.023998414814379643 -0.011678859152117797
leaf_weight=0.0011751283149087572 0.0010045769204768105 0.0012225318425494109 0.0011220023106526165 0.0016186052738379432 0.0013358833643808837 0.0011927074480342463 0.001083876856328794 0.0017993464919096155
leaf_count=360 329 184 486 215 623 648 389 676
internal_value=0 0.00886238 -0.00229062 0.00089607 -0.00240499 -0.0082553 0.00907332 -0.00124838
internal_weight=0 0.00222711 0.00932755 0.00815242 0.00653382 0.00432794 0.00220588 0.00313523
internal_count=3910 513 3397 3037 2822 1947 875 1299
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=12
num_cat=0
split_feature=484 42 43 3 4 49 47 0 12 0 3
split_gain=0.000109431 5.907e-05 4.89363e-05 0.000152891 7.49652e-05 7.04827e-05 0.000123228 0.000133777 0.00015906 8.26008e-05 6.43565e-05
threshold=-0.0043499999999999988 -0.097204999999999986 -0.074254999999999988 -0.078669999999999976 -0.083804999999999977 0.093425000000000022 0.077735000000000012 -0.23029999999999998 0.086765000000000023 -0.11077499999999998 -0.076539999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -4 9 -9 -10
right_child=1 2 5 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.00062765948170753923 -0.00038726470557378051 0.00034542687331469646 0.00064763786965224145 0.00075652552689009869 -0.00037096336646440405 0.00043765379412486968 -0.0006649184873481213 -0.00014769238213898535 0.00063931082716556112 -0.00087562797884306652 -4.2052796280049923e-05
leaf_weight=0.0010343617748588109 0.0011588434649010557 0.0010030485703710935 0.0011015380528509606 0.0014631793491013431 0.0012760066489993726 0.0011591765506009525 0.0011692111705300604 0.0014287863378995118 0.0010048018650254712 0.0010323465187399156 0.0011349533276931191
leaf_count=612 257 176 75 387 505 255 148 156 644 475 220
internal_value=0 3.51262e-05 7.67029e-05 0.000261892 -5.56686e-05 -9.5923e-06 -8.50382e-05 3.38589e-05 -0.000113091 -0.000453032 0.000277907
internal_weight=0 0.0129319 0.011773 0.00374223 0.00227906 0.00803081 0.00687164 0.00570243 0.00460089 0.00246113 0.00213976
internal_count=3910 3298 3041 1068 681 1973 1718 1570 1495 631 864
is_linear=0
shrinkage=0.00196078


Tree=4232
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 12 2 2 3 3 4
split_gain=0.000166826 7.07003e-05 8.40191e-05 8.49615e-05 7.69947e-05 7.40951e-05 7.98272e-05 0.000121854 0.000137351 5.31131e-05 2.36673e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 0.080320000000000016 0.10214500000000001 0.085155000000000022 0.10679500000000001 -0.069909999999999986 0.11265500000000002 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 10 8 -8 -9 -3
right_child=1 5 3 4 -6 -7 7 9 -10 -11 -12
leaf_value=-0.000770052293709419 -0.00019224527996495873 -7.8101418259858893e-05 2.314910853341181e-06 0.00025489555632232885 0.0010058239723649707 -0.00050466806452450228 -4.3096492661229112e-06 0.00014643360362661572 0.00092049181808958366 -0.00046158646656497979 -0.00047936641758688939
leaf_weight=0.0010328804853897916 0.0012433458031464555 0.0010995383361365263 0.0012634616838207435 0.0010089125196633894 0.0010943866667633964 0.0012263958550782208 0.001220356498987576 0.0010615874871647587 0.0012497455661141081 0.0011515244470887125 0.0011627313695638858
leaf_count=612 379 606 62 185 367 299 722 178 137 126 237
internal_value=0 4.91862e-05 0.00024334 0.000404202 0.000645618 -6.03444e-05 1.81118e-05 0.000164213 0.000463593 -0.000169931 -0.000284338
internal_weight=0 0.012782 0.00461011 0.00336676 0.0021033 0.00817188 0.00694548 0.00468321 0.0024701 0.00221311 0.00226227
internal_count=3910 3298 993 614 552 2305 2006 1163 859 304 843
is_linear=0
shrinkage=0.00196078


Tree=4233
num_leaves=9
num_cat=0
split_feature=11 49 157 160 43 15 13 49
split_gain=2.21872e-05 3.01408e-05 3.7455e-05 5.47016e-05 5.35073e-05 8.39591e-05 4.64553e-05 0.000102094
threshold=0.077330000000000024 0.093425000000000022 -0.06588999999999999 -1.0000000180025095e-35 -0.074254999999999988 -0.053579999999999996 -0.09547499999999999 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -8
right_child=-2 -3 3 4 6 -7 7 -9
leaf_value=0.017624053863515992 -0.013562108470735938 0.016217774677325606 -0.02259939808681026 0.033975712863166689 0.0075580524181565667 -0.0022056650728482902 0.0079479178609124929 -0.030533607677420912
leaf_weight=0.0010011848213221991 0.0011143711354783458 0.0011964812255867872 0.0011997564114247994 0.0010313064668403434 0.001543470715171193 0.0016961854983913553 0.0012071689762296162 0.0016075196138731283
leaf_count=411 279 521 691 280 204 351 116 1057
internal_value=0 0.00127924 -0.000645441 -0.00285307 0.000490413 0.0114751 -0.00638418 -0.0140296
internal_weight=0 0.0104831 0.00928659 0.00828541 0.00708565 0.00272749 0.00435816 0.00281469
internal_count=3910 3631 3110 2699 2008 631 1377 1173
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=10
num_cat=0
split_feature=11 3 3 49 15 3 1 4 43
split_gain=8.43067e-05 8.9754e-05 7.09731e-05 4.37751e-05 4.84303e-05 0.00010466 9.08933e-05 7.26653e-05 3.80546e-05
threshold=0.081005000000000008 -0.12008499999999998 -0.078884999999999997 -0.07107999999999999 -0.017214999999999998 0.10420500000000001 0.094485000000000013 -0.045299999999999993 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 6 -5 -6 -3
right_child=-2 2 3 4 7 -7 -8 -9 -10
leaf_value=0.00049945489082139623 -0.00055772404236451262 -7.7273541260524116e-05 -0.00026334816030971581 -0.00019449979277500105 5.9342938900700468e-05 -0.00036512337222718204 0.00058111620818338395 0.00068062467394156532 -0.00060790949250059804
leaf_weight=0.0014081102148751053 0.0010023588215683178 0.0010027515653462625 0.0014289911927681271 0.0010096858064742378 0.0018623889667520885 0.0019046288623560366 0.0013678535445331118 0.0011838797444005157 0.001078419420640196
leaf_count=211 233 393 221 388 456 231 317 128 1332
internal_value=0 3.37453e-05 -2.6758e-05 5.05912e-05 0.000111807 -2.26349e-05 0.00025173 0.000300793 -0.000352238
internal_weight=0 0.0122467 0.0108386 0.00875743 0.00732844 0.00428217 0.00237754 0.00304627 0.00208117
internal_count=3910 3677 3466 1741 1520 936 705 584 1725
is_linear=0
shrinkage=0.00196078


Tree=4235
num_leaves=8
num_cat=0
split_feature=12 0 3 16 0 2 151
split_gain=2.10097e-05 5.62763e-05 5.34958e-05 4.21036e-05 9.60022e-05 6.8288e-05 4.66003e-05
threshold=0.088590000000000016 -0.07773999999999999 -0.088024999999999978 0.050115000000000007 -0.084304999999999977 0.089910000000000004 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.016636443946581727 -0.021860383849951662 0.020702420924291358 -0.0093585158675010879 -0.0101220479987859 0.029589155810859205 -0.0057706882335659048 0.020369894463781499
leaf_weight=0.0016100878110619204 0.0014351546145061175 0.0010107340767271482 0.0014289075841052066 0.0018829282952069802 0.0014297509436035066 0.0011884967204955758 0.0016000919036744496
leaf_count=829 866 240 605 386 529 168 287
internal_value=0 -0.00614764 0.00309561 0.00287824 0.00707811 -0.000238907 0.00922878
internal_weight=0 0.0038748 0.00243964 0.00771136 0.00582843 0.00439868 0.00278859
internal_count=3910 1711 845 2199 1813 1284 455
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=9
num_cat=0
split_feature=133 50 160 2 3 13 12 52
split_gain=1.94478e-05 5.43076e-05 4.57204e-05 5.69024e-05 9.98088e-05 6.987e-05 4.06764e-05 9.31093e-05
threshold=0.099765000000000006 0.086465000000000014 -0.085519999999999985 0.11230000000000001 0.094625000000000015 0.076210000000000014 0.086935000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.023647300015076585 -0.013322218122846168 -0.01959702154017269 -0.019672182278819728 -0.013861033560036224 0.03065879938250032 0.021865875397810867 -0.020336770014911923 0.017807470797883213
leaf_weight=0.0010181308939481047 0.0010182183679829796 0.0011266353893666778 0.0012190809313104448 0.0019296339076495823 0.0012844847121191308 0.0011008723556634892 0.0013999763388655561 0.0014526588167943454
leaf_count=443 608 562 360 460 147 194 752 384
internal_value=0 0.00115066 0.00363609 0.00120676 0.00570963 -0.000485881 -0.00652914 0.000705981
internal_weight=0 0.0105315 0.00940484 0.00838671 0.00645707 0.00517259 0.00407172 0.00267174
internal_count=3910 3302 2740 2297 1837 1690 1496 744
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=11
num_cat=0
split_feature=484 52 150 16 3 3 43 43 0 51
split_gain=0.000165525 5.70819e-05 6.86316e-05 7.371e-05 4.86217e-05 0.000115712 5.95019e-05 0.000130596 3.12776e-05 6.31753e-06
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.050115000000000007 0.090325000000000003 -0.0086749999999999969 -0.15109999999999998 -0.0037249999999999996 -0.11756999999999999 -0.09193999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -8 -6 -5
right_child=1 4 -4 9 8 -7 7 -9 -10 -11
leaf_value=-0.00077018298911156978 0.00077942156588617112 0.00023686074809901829 -0.00015292324115222293 0.00026833156498023877 -0.00045306970033992143 0.00064508564840752558 -0.00071720842774477633 0.00011607912823463793 -6.2434863554614341e-06 4.8264585995610974e-05
leaf_weight=0.0010150517666875818 0.0011607286174615734 0.0015063960592818751 0.0012730030362737644 0.0010058807512323032 0.0014891921144621068 0.0010437178054583237 0.0012682268496219972 0.0016823048488969735 0.0010113398605346687 0.0010002556561224266
leaf_count=612 291 209 151 272 163 147 1048 657 81 279
internal_value=0 5.32898e-05 0.000231586 0.00038615 -4.56472e-05 5.74098e-05 -8.02114e-05 -0.000242093 -0.000272351 0.000158607
internal_weight=0 0.012441 0.00443987 0.00316687 0.00800118 0.00550065 0.00445693 0.00295053 0.00250053 0.00200614
internal_count=3910 3298 993 842 2305 2061 1914 1705 244 551
is_linear=0
shrinkage=0.00196078


Tree=4238
num_leaves=9
num_cat=0
split_feature=42 47 48 13 15 42 4 2
split_gain=2.09951e-05 3.3764e-05 7.02603e-05 4.27691e-05 8.72518e-05 6.6551e-05 5.55984e-05 5.70275e-05
threshold=-0.09602999999999999 0.087850000000000025 0.099800000000000014 0.00079000000000000012 1.0000000180025095e-35 0.083815000000000014 0.0057500000000000008 0.096970000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.01396027547689201 -0.011051867179665701 -0.026267279149080936 0.00902349668793722 0.019005381820400336 -0.01704536923368399 -0.014023298595098741 0.029363374176957804 0.021231488830495582
leaf_weight=0.0010006413007581866 0.0011514952057174359 0.0011962410813882896 0.0010676277144342325 0.0015715888709507382 0.0019640309155240388 0.0010622586572464161 0.0014812951411664896 0.0010426130302438018
leaf_count=303 268 274 188 511 1150 789 282 145
internal_value=0 0.00119693 -0.00962435 0.00415803 0.000676229 0.00802284 0.0143946 0.00428878
internal_weight=0 0.0105372 0.00226387 0.00827328 0.00670169 0.00473766 0.0036754 0.00219411
internal_count=3910 3607 462 3145 2634 1484 695 413
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=12
num_cat=0
split_feature=484 133 133 15 16 12 51 160 12 4 1
split_gain=0.000184266 0.000111834 0.000103118 0.000103795 0.000127291 9.97569e-05 0.000121729 0.000111365 0.000165066 0.000222914 8.04949e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 -0.088144999999999987 -0.036459999999999992 -0.09021499999999999 -0.078874999999999987 0.093375000000000014 -0.00072999999999999985 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 -9 -11
right_child=1 -3 -4 4 -6 6 7 8 -10 10 -12
leaf_value=-0.00080308314291757308 -0.00043618317770451623 -0.00058358497207747901 0.00057783109375506047 4.7864108968431095e-05 -0.00084751390229706588 0.00074462073308395843 -0.00044310955148526676 0.001104303529212703 -0.00043938890713918042 -0.0002931828428036459 0.00045463450275020809
leaf_weight=0.0010603053430648943 0.0010149868879211861 0.0010000966232492159 0.0015112069279872306 0.0015011187659903155 0.0010288263850793322 0.0013759084629602 0.0011747755800056115 0.0012495632674984925 0.0010686946768106304 0.0011438111507690294 0.0010720975186128043
leaf_count=612 268 481 514 316 641 225 218 148 213 149 125
internal_value=0 4.66577e-05 9.8573e-05 3.04382e-05 -0.00031625 0.000138725 0.000221087 9.49102e-05 0.000234308 0.000442065 6.8625e-05
internal_weight=0 0.0131411 0.012141 0.0106298 0.00252995 0.00809984 0.00708485 0.00570894 0.00453417 0.00346547 0.00221591
internal_count=3910 3298 2817 2303 957 1346 1078 853 635 422 274
is_linear=0
shrinkage=0.00196078


Tree=4240
num_leaves=9
num_cat=0
split_feature=14 484 2 4 16 0 1 4
split_gain=2.04923e-05 3.75438e-05 4.06775e-05 0.000116133 6.47368e-05 3.79631e-05 6.8274e-05 6.19533e-05
threshold=-1.0000000180025095e-35 0.085515000000000022 0.10946500000000002 -0.08422499999999998 -0.13863999999999996 -0.084304999999999977 0.090475000000000014 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -5
right_child=1 -3 4 5 -6 6 -8 -9
leaf_value=-0.012888057670799025 -0.027048479470950043 0.0192021335532204 -0.0077015612662813789 -0.022607308572142836 0.025643255744668348 0.030434449142102138 -0.005249636837052896 0.0065479591113633724
leaf_weight=0.001133356868197777 0.0017295175199470662 0.0010499672171492913 0.0010586342999810844 0.0011552199995639102 0.0012937950179839437 0.0011008879830094924 0.0010452525059802898 0.0019746764895767388
leaf_count=196 631 404 201 694 364 600 418 402
internal_value=0 0.00127174 -0.000740056 -0.00456058 0.0106375 0.00281109 0.0130549 -0.00421302
internal_weight=0 0.010408 0.00935798 0.00700555 0.00235243 0.00527604 0.00214614 0.0031299
internal_count=3910 3714 3310 2745 565 2114 1018 1096
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=9
num_cat=0
split_feature=1 0 15 1 12 52 4 42
split_gain=2.09086e-05 5.67247e-05 4.30543e-05 6.49347e-05 5.9442e-05 6.07884e-05 8.10308e-05 4.16653e-05
threshold=1.0000000180025095e-35 0.047345000000000005 0.079360000000000014 0.089175000000000018 -1.0000000180025095e-35 -0.074484999999999982 0.053925000000000008 0.08221500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -7 -1
right_child=2 -3 -4 4 5 6 -8 -9
leaf_value=-0.031068692637593133 0.02616746189809295 0.0082021019469131207 -0.016257965597292756 0.021050396193341939 -0.022030809505251048 0.024447137146258291 -0.0089800269332576919 -0.0026321881147765903
leaf_weight=0.0010602002266332392 0.0012573027590626938 0.0015218744625056842 0.001034474946438311 0.0011733846975279048 0.0013427019294337825 0.0011535717570583942 0.0019528262890009538 0.0010024355118482947
leaf_count=827 243 93 508 418 266 183 300 1072
internal_value=0 -0.00644302 0.00276292 0.00562298 0.00102882 -0.00425158 0.00343327 -0.0172486
internal_weight=0 0.00358451 0.00791426 0.00687979 0.00562248 0.0044491 0.0031064 0.00206264
internal_count=3910 1992 1918 1410 1167 749 483 1899
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=8
num_cat=0
split_feature=52 4 12 15 0 47 13
split_gain=2.0712e-05 4.94046e-05 4.51405e-05 4.04188e-05 3.90145e-05 5.07624e-05 8.76509e-05
threshold=-0.048794999999999991 -0.0031049999999999997 0.10214500000000001 -0.089594999999999994 -0.061994999999999995 0.09252500000000001 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -3 5 6 -2
right_child=2 3 -4 -5 -6 -7 -8
leaf_value=-0.006825827394157726 -0.014539844590323618 0.030026079758086899 -0.021344043248372978 0.0030983362847087667 0.014469996380812764 -0.02257967309348639 0.016307473311536189
leaf_weight=0.0017621307191746155 0.001769931277249876 0.0010369151734474294 0.0011595275037244602 0.0012054322006232413 0.0014574074727836195 0.00114595721074001 0.0019207566455296796
leaf_count=807 1551 167 354 216 218 202 395
internal_value=0 0.00570395 -0.00321289 0.0155504 0.000127343 -0.00419447 0.00151412
internal_weight=0 0.00400448 0.00745358 0.00224235 0.00629405 0.00483665 0.00369069
internal_count=3910 1190 2720 383 2366 2148 1946
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=10
num_cat=0
split_feature=132 160 42 160 160 12 1 0 42
split_gain=1.9692e-05 3.63845e-05 7.02648e-05 5.1366e-05 3.56088e-05 3.69234e-05 6.416e-05 0.000103053 8.70635e-05
threshold=0.079995000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088999999999999982 0.090735000000000024 0.098845000000000016 0.089455000000000021 -0.15713499999999997 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 -4
right_child=-2 2 4 -5 -6 -7 7 -9 -10
leaf_value=0.0038000335119664263 0.013066298108424138 -0.019808887180402836 0.045440949109579611 -0.026128761022544938 -0.010690350778788417 -0.0066177482410857058 -0.021705317448581521 0.020038063794651048 0.0046862546985321661
leaf_weight=0.001055447136579105 0.0010351422533151989 0.0012717353315411647 0.0010929180157675837 0.001255715192180277 0.0010984664512444214 0.0012001952889294162 0.0010421917434595416 0.0013673084200068956 0.0010072939724494261
leaf_count=566 399 734 124 521 267 214 119 528 438
internal_value=0 -0.00139694 0.00176774 -0.0124611 0.00579804 0.00897006 0.0131185 0.00198261 0.0258944
internal_weight=0 0.0103913 0.00808011 0.00231116 0.00680837 0.00570991 0.00450971 0.0024095 0.00210021
internal_count=3910 3511 2424 1087 1690 1423 1209 647 562
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=9
num_cat=0
split_feature=124 13 13 15 48 2 52 16
split_gain=2.09118e-05 3.73238e-05 5.39281e-05 4.53862e-05 4.93816e-05 0.000107437 6.54256e-05 7.44273e-05
threshold=-0.061329999999999989 0.17936000000000002 0.00079000000000000012 1.0000000180025095e-35 0.11028500000000001 0.11260500000000001 -0.07984999999999999 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.013684781992180442 0.015630921462951513 -0.01895977461406723 0.02039806778140095 -0.01591974271535854 -0.017988811715956898 0.034108997945960721 0.0023514696725200918 -0.03210597319724947
leaf_weight=0.0010067381663388395 0.0014404572385830973 0.0010851589133640234 0.0012025029673292673 0.0018781238640303106 0.0010460807238939322 0.0010664701292662695 0.0016371570817009505 0.0010157913273235349
leaf_count=310 423 196 522 1202 145 243 543 326
internal_value=0 -0.00141095 0.000639675 -0.00229938 0.00182259 0.00583903 -0.00152625 -0.010842
internal_weight=0 0.0103717 0.00928658 0.00808408 0.00620596 0.00515988 0.00409341 0.00265295
internal_count=3910 3600 3404 2882 1680 1535 1292 869
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=9
num_cat=0
split_feature=1 52 52 16 133 1 2 151
split_gain=2.14739e-05 4.73561e-05 4.13054e-05 8.61093e-05 4.46609e-05 7.108e-05 6.1054e-05 6.91346e-05
threshold=0.12864500000000004 0.11588000000000002 0.091210000000000013 0.10994000000000002 0.065880000000000008 1.0000000180025095e-35 1.0000000180025095e-35 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.024584224661792897 0.011121212735545132 -0.021287327289469894 0.019644336002640241 -0.025910887276364782 0.020689838881574368 -0.012836930236950019 -0.0041812114396035547 0.026670967519406827
leaf_weight=0.0010327879724717163 0.0014898164232509158 0.0011028941676367388 0.0010172653710122702 0.0012422171620916867 0.001151413607499532 0.0013653179524453348 0.0013225675463602315 0.0016110511233527304
leaf_count=666 331 568 266 553 749 388 171 218
internal_value=0 -0.0017609 0.000702386 -0.00179187 0.00282952 -0.00102751 0.00463181 0.0127618
internal_weight=0 0.00984551 0.00874262 0.00772536 0.00648314 0.00533172 0.00429894 0.00293362
internal_count=3910 3579 3011 2745 2192 1443 777 389
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=11
num_cat=0
split_feature=484 52 52 51 42 52 15 51 42 2
split_gain=0.000169871 5.97225e-05 0.00011057 9.45869e-05 9.23479e-05 9.48749e-05 0.000106486 8.64337e-05 0.00011256 0.000156908
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.07742499999999998 -1.0000000180025095e-35 -0.048794999999999991 0.090325000000000003 0.013805000000000001 0.084100000000000022 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 9 -7
right_child=1 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00077725212962909617 -0.00036597994128797866 0.00060211419843557705 -0.00055110590618603374 -0.00037884249482816553 0.00062581518955714521 0.00046540740091897769 0.00064448590269724473 0.00043993157316877401 -0.0006584098481556013 -0.00043715140141892798
leaf_weight=0.0010479491385080005 0.0012366851701783388 0.0014093341020534255 0.0010172678893445733 0.001430913534177806 0.0013978820695752315 0.0015531776052081999 0.0010141831293658931 0.0011065680924059705 0.0012912857160398629 0.0014154110131497819
leaf_count=612 379 285 230 794 226 195 394 180 484 131
internal_value=0 4.36923e-05 8.72325e-05 1.6277e-05 7.89498e-05 0.000163164 6.18054e-05 -4.83131e-05 -0.000175142 3.5071e-05
internal_weight=0 0.0128727 0.011636 0.0102267 0.00920942 0.00777851 0.00638063 0.00536644 0.00425987 0.00296859
internal_count=3910 3298 2919 2634 2404 1610 1384 990 810 326
is_linear=0
shrinkage=0.00196078


Tree=4247
num_leaves=11
num_cat=0
split_feature=484 133 484 133 15 16 51 47 12 2
split_gain=6.16253e-05 3.7966e-05 7.14106e-05 0.000104581 7.44096e-05 9.72799e-05 9.09286e-05 0.000105792 8.88563e-05 8.1912e-05
threshold=-1.0000000180025095e-35 0.099765000000000006 0.08764000000000001 0.083815000000000014 1.0000000180025095e-35 -0.013279999999999998 0.083165000000000017 0.092255000000000018 0.086865000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -6 -7
right_child=1 -3 -4 -5 8 9 -8 -9 -10 -11
leaf_value=-0.00045939103963800416 -0.00075952986207025188 -0.00030715468265497256 -0.00041396432344470706 0.00072057838229462731 -0.00068011964014064435 1.0979419097324584e-05 0.00035447399899278336 6.7385231105345858e-05 0.00010184265297233193 0.00070038620104065699
leaf_weight=0.0010599518787682656 0.0010081188221042728 0.0011386902835486051 0.0010631130221184894 0.0010043946073824651 0.0010275238095387908 0.0010759813141483995 0.0013993311150091448 0.0014509332386759351 0.0012244899629870552 0.0017247129414953934
leaf_count=627 327 524 327 347 308 173 185 118 588 386
internal_value=0 3.36417e-05 6.89888e-05 0.00012077 5.31637e-05 0.000157361 -4.45519e-05 -0.000271619 -0.000254942 0.000435527
internal_weight=0 0.0121173 0.0109786 0.00991549 0.00891109 0.00665908 0.00385838 0.00245905 0.00225201 0.00280069
internal_count=3910 3283 2759 2432 2085 1189 630 445 896 559
is_linear=0
shrinkage=0.00196078


Tree=4248
num_leaves=9
num_cat=0
split_feature=159 1 484 3 2 151 15 43
split_gain=2.16927e-05 4.62488e-05 4.76997e-05 4.4833e-05 5.11081e-05 0.000104423 6.81372e-05 5.74769e-05
threshold=-0.034019999999999988 0.12958500000000003 0.085515000000000022 0.12046500000000002 0.086650000000000019 -0.0088999999999999982 -0.0039399999999999991 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 -2
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.014145484249654713 -0.026379312126171863 0.020509240171244562 0.018460870673671161 -0.021739216563074395 -0.017172008398790722 0.036119394450376582 0.0045185844950787644 0.0021553694418121822
leaf_weight=0.0010001787379343543 0.0013062761777132234 0.001115670787479448 0.0011042271288664645 0.0011769797163912743 0.0012866869808965701 0.0011374502217066404 0.0017052349275337437 0.0015359029120243536
leaf_count=520 793 298 309 107 281 557 652 393
internal_value=0 0.0012756 -0.00104354 -0.00368663 -0.000638877 0.00646448 0.0171631 -0.0109593
internal_weight=0 0.0103684 0.00925276 0.00814853 0.00697155 0.00412937 0.00284269 0.00284218
internal_count=3910 3390 3092 2783 2676 1490 1209 1186
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=11
num_cat=0
split_feature=484 484 133 133 15 16 51 2 4 15
split_gain=8.17487e-05 3.30068e-05 6.61626e-05 0.000100029 7.58682e-05 9.56177e-05 9.50087e-05 8.90575e-05 5.27465e-05 4.88196e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 0.099765000000000006 0.083815000000000014 1.0000000180025095e-35 -0.014099999999999998 0.083165000000000017 0.079395000000000007 0.27223000000000003 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -7 -2 -6
right_child=1 -3 -4 -5 9 7 -8 -9 -10 -11
leaf_value=-0.00052848357980692768 -0.00053536042804690903 -0.00026389205314155561 -0.00039278450745951026 0.00071355557808219696 -0.00056036518800151676 1.4824996098506513e-05 0.00036797304016526972 0.00073384157627565919 5.7051869647717465e-05 2.6095565710259551e-05
leaf_weight=0.0010484765237784065 0.0013303645102248746 0.001213938314440271 0.0010398436118132194 0.001004258720893071 0.0010517137015661343 0.0011102255122295264 0.001394011979829505 0.0016415487845232528 0.0010215349663413808 0.0011343194003237307
leaf_count=627 225 367 494 344 542 176 185 382 214 354
internal_value=0 4.25548e-05 7.72317e-05 0.00012768 5.99245e-05 0.00016623 -3.76371e-05 0.000443749 -0.000278049 -0.000256054
internal_weight=0 0.0119418 0.0107278 0.00968798 0.00868372 0.00649769 0.00374591 0.00275177 0.0023519 0.00218603
internal_count=3910 3283 2916 2422 2078 1182 624 558 439 896
is_linear=0
shrinkage=0.00196078


Tree=4250
num_leaves=12
num_cat=0
split_feature=484 4 0 1 3 15 13 51 2 42 16
split_gain=0.000164866 5.70805e-05 0.00010214 9.02063e-05 0.000111677 0.000102332 0.000103869 0.000116109 0.000131344 6.05996e-05 1.18633e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.11265500000000002 0.035895000000000003 -0.071149999999999977 -0.004559999999999999 0.089910000000000004 0.083725000000000008 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 -5 -8 -9 -3 -6
right_child=1 2 -4 4 10 -7 7 8 -10 -11 -12
leaf_value=-0.000775012551207032 -0.00039918810637976413 -0.0005972169408566591 0.00065658031364793773 -9.669515815191971e-05 -0.00012201676322290474 -0.00024354650589755226 0.0010466963236940767 -0.0001154020274566028 0.00082413440360290307 2.2353775796974206e-05 -0.00041664334818654054
leaf_weight=0.0010144034931570704 0.0010162617354713211 0.0012854172672662723 0.0010908289213423334 0.0012451171394341231 0.0010961029027819614 0.0012287729681432855 0.0012361146554396851 0.0012861413943938593 0.0010303472202993959 0.0011498932251646765 0.0010092379138710856
leaf_count=612 152 801 152 326 172 422 141 172 150 739 71
internal_value=0 4.64905e-05 8.53417e-05 2.63736e-05 0.000125514 0.000261329 0.000390636 0.000561436 0.000302493 -0.000304671 -0.000263252
internal_weight=0 0.0126742 0.011658 0.0105671 0.00813183 0.00602649 0.00479772 0.0035526 0.00231649 0.00243531 0.00210534
internal_count=3910 3298 3146 2994 1454 1211 789 463 322 1540 243
is_linear=0
shrinkage=0.00196078


Tree=4251
num_leaves=9
num_cat=0
split_feature=14 15 15 15 43 0 0 3
split_gain=2.20906e-05 3.51509e-05 2.60503e-05 6.30396e-05 3.52562e-05 8.01181e-05 0.000110997 3.3991e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.076594999999999983 -0.031229999999999997 -0.17307499999999998 -0.082994999999999985 0.076335000000000014 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.01347630819828155 0.01485797002141491 -0.012108784620818396 0.022652674295713184 0.012626268470012414 0.019040592197227771 -0.043121588679729442 0.0013435780959857723 -0.0052543445581913336
leaf_weight=0.0011117422697351749 0.0016249855688510633 0.0017397926916696326 0.00117793406573232 0.0011844544968265145 0.001102189090732543 0.0010879636039263746 0.0011599458216463138 0.0012060033317564285
leaf_count=196 505 654 403 159 726 977 167 123
internal_value=0 0.00136232 -0.00117054 0.0015801 -0.00274388 -0.00673968 -0.0201771 0.00634677
internal_weight=0 0.0102833 0.00865828 0.00691849 0.00574056 0.0045561 0.00224791 0.00230819
internal_count=3910 3714 3209 2555 2152 1993 1144 849
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=8
num_cat=0
split_feature=52 52 1 4 1 2 16
split_gain=2.02189e-05 4.90265e-05 3.43322e-05 6.77299e-05 6.09525e-05 4.44537e-05 6.03518e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.088010000000000019 -0.083329999999999987 0.096230000000000024 0.11542500000000001 -0.16268499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6
right_child=1 2 4 -5 5 -7 -8
leaf_value=-0.013384615284788999 0.015563100227043962 0.0019505709642140467 0.021224747965743695 -0.027573193700326605 0.0040777789891901983 0.010636040961011124 -0.027601113225866565
leaf_weight=0.0010378223218846022 0.001944418885333696 0.0018903635090101291 0.0013523208164214796 0.0013193390974551014 0.0012041531924533958 0.0014065776062873558 0.0012013776602674356
leaf_count=425 546 487 371 1299 194 328 260
internal_value=0 0.00125832 -0.00206315 -0.0101851 0.00298465 -0.00348591 -0.0117434
internal_weight=0 0.0103186 0.00837413 0.0032097 0.00516443 0.00381211 0.00240553
internal_count=3910 3485 2939 1786 1153 782 454
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=9
num_cat=0
split_feature=133 50 156 0 12 47 48 12
split_gain=1.88348e-05 3.86056e-05 3.72346e-05 4.05777e-05 7.29502e-05 8.14375e-05 6.86869e-05 0.00015188
threshold=0.099765000000000006 0.086465000000000014 0.084330000000000016 -0.017269999999999997 -0.0089849999999999982 0.09252500000000001 0.084500000000000006 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.022103259709530136 -0.013175783380005336 -0.016470638372556336 -0.013709016352612187 0.020901747068068723 0.051540170982005584 -0.01524823046077782 -0.0022501120099683628 0.0029672574196891633
leaf_weight=0.0010280732301360639 0.0010002444952007155 0.0011045919993344982 0.0011279092450320162 0.0014405079653799831 0.0011160120093419723 0.0012846180738218917 0.0017011824098281938 0.0015212123770950946
leaf_count=344 608 562 485 227 109 217 245 1113
internal_value=0 0.00119592 0.00331255 0.00568523 0.00238961 0.0068677 0.0134163 0.0235222
internal_weight=0 0.0103241 0.00921952 0.00809161 0.0066511 0.00562302 0.00433841 0.00263722
internal_count=3910 3302 2740 2255 2028 1684 1467 1222
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=9
num_cat=0
split_feature=124 13 13 1 15 42 15 48
split_gain=2.03579e-05 3.29167e-05 4.92367e-05 3.74952e-05 5.56354e-05 6.32483e-05 4.94894e-05 2.221e-05
threshold=-0.048219999999999992 0.17936000000000002 0.00079000000000000012 0.12263000000000002 1.0000000180025095e-35 0.083970000000000017 -0.079109999999999986 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.013520104177522805 0.0069029121247840899 -0.017846665828486197 0.0194824983502228 0.014876957203835587 -0.021267282630823982 -0.019116025612773216 0.018451138221802631 -0.013423884554596283
leaf_weight=0.0010054017134099686 0.0010046993167624552 0.001086801854443137 0.0011957550907211517 0.0010991145189534679 0.0016126301784243381 0.0013077769487086967 0.0018076322344857589 0.0011560613709955866
leaf_count=319 162 196 520 220 1167 832 301 193
internal_value=0 -0.00138985 0.000557664 -0.0022753 -0.00501196 -4.36128e-05 0.00624167 -0.00397244
internal_weight=0 0.0102705 0.00918367 0.00798791 0.0068888 0.00527617 0.00396839 0.00216076
internal_count=3910 3591 3395 2875 2655 1488 656 355
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=10
num_cat=0
split_feature=484 1 0 15 4 2 4 3 133
split_gain=7.17529e-05 3.37289e-05 7.24954e-05 6.51437e-05 8.13674e-05 8.45538e-05 0.000110823 0.000106921 4.9046e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 0.08734500000000002 0.11265500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -7 -4
right_child=1 3 8 -5 5 7 -8 -9 -10
leaf_value=-0.00050039600669082526 -0.00053236124452536629 0.00059734170266573824 0.00028069458669689387 -0.0002372268726348361 -0.00066005875615535213 0.00071556487203114057 0.00022377967765468572 -9.0789695167171821e-05 -0.00024142915445699682
leaf_weight=0.0010301161188494079 0.0011144068075272973 0.0015291044502499388 0.0016225401475328345 0.0016175530170113054 0.0010614430572015443 0.0012913264410299046 0.001121977192286446 0.0012386693132666001 0.0012056890403713736
leaf_count=627 804 456 388 498 163 219 180 141 434
internal_value=0 3.921e-05 -0.000108789 0.000113447 0.000204313 7.68085e-05 -0.000205888 0.000320779 5.81105e-05
internal_weight=0 0.0118027 0.00394264 0.00786007 0.00624252 0.00471342 0.00218342 0.00253 0.00282823
internal_count=3910 3283 1626 1657 1159 703 343 360 822
is_linear=0
shrinkage=0.00196078


Tree=4256
num_leaves=9
num_cat=0
split_feature=133 160 157 42 16 0 2 12
split_gain=1.9484e-05 5.32446e-05 5.93576e-05 5.83878e-05 4.05693e-05 7.66979e-05 8.83349e-05 1.85587e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.011899999999999999 -1.0000000180025095e-35 0.032820000000000009 -0.15713499999999997 0.086915000000000006 0.093125000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -6
right_child=1 3 -4 4 7 6 -8 -9
leaf_value=0.012324607197155564 0.0028332257600542808 -0.016764696426729491 -0.029806089608902256 -0.0045985481214610461 -0.014834551665993963 0.0029401535537358393 0.039379234532682106 0.0037706278763395963
leaf_weight=0.001142165803726866 0.0010183146520213178 0.0013206277228627111 0.0012304037484018016 0.0017348066226300319 0.0010114683535058758 0.0012456489014376819 0.0014278463674089121 0.001140877084159136
leaf_count=604 403 618 683 172 271 486 459 214
internal_value=0 -0.001453 -0.0150256 0.0024196 0.00628131 0.011776 0.0224013 -0.00497265
internal_weight=0 0.01013 0.00224872 0.00788128 0.00656065 0.0044083 0.0026735 0.00215235
internal_count=3910 3306 1086 2220 1602 1117 945 485
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=8
num_cat=0
split_feature=1 4 151 4 42 16 52
split_gain=2.3317e-05 3.48108e-05 3.17638e-05 6.13792e-05 5.62092e-05 7.5569e-05 4.70279e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.086769999999999986 0.24280000000000004 0.085465000000000013 -0.079209999999999989 -0.080899999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7
right_child=2 -3 3 -5 -6 6 -8
leaf_value=0.0020326178209971401 0.019366246784488575 -0.017919261082030145 -0.032664020661355327 0.015933048798554918 0.013603339540296151 -0.017924698523170277 0.010061778373910165
leaf_weight=0.0019856156687818316 0.0010324063724787775 0.0015626895471817434 0.0011601209345658103 0.0018598249759980996 0.0011683485437252233 0.0010363733429889247 0.0014273864012245559
leaf_count=454 186 1554 223 424 509 288 272
internal_value=0 -0.00675428 0.00304655 0.000513717 -0.0054704 -0.0116198 -0.00171065
internal_weight=0 0.00354831 0.00768446 0.00665205 0.00479223 0.00362388 0.00246376
internal_count=3910 2008 1902 1716 1292 783 560
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=9
num_cat=0
split_feature=52 0 16 16 52 0 4 3
split_gain=2.13328e-05 4.9374e-05 5.41677e-05 4.90251e-05 5.96173e-05 5.78458e-05 8.65429e-05 1.90642e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 -0.055679999999999993 0.096170000000000019 -0.11756999999999999 0.05309500000000001 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 -2
right_child=3 2 -4 4 -6 6 -8 -9
leaf_value=-0.010587341171635819 -0.00050470362267971075 0.029507791863049235 0.00080710110651488779 -0.032870440591355958 -0.0015435260668981488 -0.0038973996275275809 0.031574995051162312 -0.019915029095329495
leaf_weight=0.0012362148139477818 0.0010146866965025057 0.0011862000403190394 0.001475634464673282 0.0010411810283415801 0.0014584116133609427 0.0015308695501354596 0.001248865210742087 0.001009344025080532
leaf_count=104 183 571 515 487 330 1185 379 156
internal_value=0 0.0059273 0.0135971 -0.00323439 -0.0145924 0.00267567 0.0120395 -0.0101842
internal_weight=0 0.00389805 0.00266183 0.00730336 0.00249959 0.00480377 0.00277973 0.00202403
internal_count=3910 1190 1086 2720 817 1903 1564 339
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=11
num_cat=0
split_feature=484 1 52 0 4 3 0 2 15 48
split_gain=8.94598e-05 3.67748e-05 8.81801e-05 6.15345e-05 9.46142e-05 8.9947e-05 9.88728e-05 9.39064e-05 8.70916e-05 2.4972e-05
threshold=-1.0000000180025095e-35 0.13385500000000003 0.11401500000000002 -0.06402999999999999 -0.48072499999999996 0.12046500000000002 -0.10575999999999998 0.08400500000000001 -0.087539999999999993 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 9 -2
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00055537239879703505 0.00025619527183902739 0.0003946822203253485 -0.00050417731222077676 -0.00015931401215591186 0.0005956342631264032 -0.00054696618695931171 -0.00059473075375138641 0.00012943932559245021 0.00070583664813981411 -0.00017209780585997452
leaf_weight=0.00105235307098545 0.0010826176245240645 0.0010318598004308869 0.0011587598230902727 0.0010109368621963911 0.0017311936081291874 0.0010891572894832051 0.0012932702405239454 0.0014721011041985768 0.0012333042401138396 0.0010132662232800876
leaf_count=627 140 262 486 167 299 95 556 1010 172 96
internal_value=0 4.06305e-05 7.67202e-06 6.74262e-05 0.000317309 -2.79577e-05 6.47942e-05 -0.00020923 0.000292411 4.91347e-05
internal_weight=0 0.0121165 0.0110846 0.00992585 0.00274213 0.00718372 0.00609456 0.00276537 0.00332919 0.00209588
internal_count=3910 3283 3021 2535 466 2069 1974 1566 408 236
is_linear=0
shrinkage=0.00196078


Tree=4260
num_leaves=10
num_cat=0
split_feature=158 11 156 133 3 3 3 4 4
split_gain=9.23567e-05 7.00038e-05 5.54657e-05 5.43726e-05 8.08036e-05 0.000115041 0.000155234 6.17203e-05 0.000158478
threshold=0.084710000000000021 0.079700000000000007 0.084330000000000016 0.099765000000000006 -0.10628499999999998 -0.078884999999999997 -0.015064999999999997 0.074650000000000008 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=0.00064390436972675143 -0.00057895956815453913 -0.00045462480072535987 -0.00032174575648145838 -0.00030400953978691666 -0.00043317836333878554 0.0007421893790860762 -0.0001837131533674972 -0.00023734395003000336 0.00069593962598875543
leaf_weight=0.0012309312165769198 0.0010060418271700825 0.0010151158286483162 0.0011694741374822784 0.0010050172914344837 0.0012851148797267918 0.001590551485777479 0.0017689179238078905 0.0019172146486355589 0.0014191299111452615
leaf_count=153 433 233 446 521 1043 506 243 255 77
internal_value=0 3.87631e-05 8.27496e-05 0.00012905 0.000176297 0.000104176 0.00020731 4.0667e-05 0.000207856
internal_weight=0 0.0124015 0.0113864 0.0102169 0.00921186 0.00798093 0.00669581 0.00510526 0.00318805
internal_count=3910 3477 3244 2798 2277 2124 1081 575 320
is_linear=0
shrinkage=0.00196078


Tree=4261
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 12 15 4 151 16 2
split_gain=0.000126134 5.38359e-05 0.000113372 8.86122e-05 8.39521e-05 7.33305e-05 5.86035e-05 0.00011036 7.45886e-05 0.000125251 9.39748e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 0.086865000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 -0.055679999999999993 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -6 -9 10 -10
right_child=1 2 -4 4 6 -7 -8 8 9 -11 -12
leaf_value=-0.00067571813154966153 -0.0003932635800684145 -0.00071607607258918451 0.0006400392874635649 0.00063135524684247452 0.00062646677290045588 -3.803039062736446e-05 -0.00032069868014919436 -0.00043897885810890704 1.5143072861071467e-05 -0.00035799532069878795 0.00084920608209028772
leaf_weight=0.0010459615032258869 0.0010537075195964094 0.0010370669891233118 0.0012030092485142392 0.0010165358585011736 0.0012809662860877114 0.0015005068884440945 0.0014651632988417745 0.0012237484984175366 0.0010615182382110624 0.0012718917381494789 0.0010169020137896193
leaf_count=612 152 529 152 190 248 1011 430 136 151 131 168
internal_value=0 3.17881e-05 6.88725e-05 5.68509e-06 0.000103339 -0.000315137 3.00142e-05 0.000117777 -2.4682e-05 0.000126646 0.000423222
internal_weight=0 0.013131 0.0120773 0.0108743 0.00833673 0.00253757 0.00732019 0.00585503 0.00457406 0.00335031 0.00207842
internal_count=3910 3298 3146 2994 1454 1540 1264 834 586 450 319
is_linear=0
shrinkage=0.00196078


Tree=4262
num_leaves=9
num_cat=0
split_feature=1 4 151 4 42 16 52 13
split_gain=2.12023e-05 3.4647e-05 2.84932e-05 4.8948e-05 4.37239e-05 6.09354e-05 4.29026e-05 2.1145e-06
threshold=0.076710000000000014 -0.083329999999999987 -0.086769999999999986 0.24280000000000004 0.085465000000000013 -0.079209999999999989 -0.080899999999999986 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 5 -4 -7 -1
right_child=2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00097054533590285323 0.018303723748660863 -0.017573218748401283 -0.029191148083001529 0.014224381797905845 0.011943435543204334 -0.016847499499071023 0.0098085894997857366 0.0055266631045069806
leaf_weight=0.0010031752513690376 0.0010367874038457337 0.001567913600487469 0.0011590044279491561 0.0018676378143320923 0.0011722391589937629 0.0010426407379239442 0.0014345461396215687 0.0010004439558674476
leaf_count=255 186 1554 223 424 509 288 272 199
internal_value=0 -0.0064392 0.00288038 0.000485147 -0.0048513 -0.0102656 -0.00141088 0.00227363
internal_weight=0 0.00357153 0.00771286 0.00667607 0.00480843 0.00363619 0.00247719 0.00200362
internal_count=3910 2008 1902 1716 1292 783 560 454
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 4 15 15
split_gain=2.15486e-05 2.76047e-05 7.60645e-05 4.3428e-05 0.000103785 5.68033e-05 5.00361e-05 2.7815e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 -0.10071499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 7 -1 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00035338457133917236 -0.013516025551656031 -0.0066672929566005748 0.024656197064986472 -0.0072765667717581478 0.028983910206559823 -0.02263451794658607 -0.028272712698580501 0.015156278171268439
leaf_weight=0.001326094725255115 0.0010768504788220496 0.0015279179708720396 0.0015737573356346501 0.0010712337763954046 0.0011961140030127063 0.0012119092343619367 0.0011316946280452542 0.0011419337224390616
leaf_count=369 279 115 594 126 87 733 709 898
internal_value=0 0.00135924 0.00922592 -0.00208756 0.00362453 -0.00523154 -0.0128276 0.00429817
internal_weight=0 0.0101807 0.00310168 0.00707898 0.00462119 0.00342508 0.00245779 0.00221317
internal_count=3910 3631 709 2922 1844 1757 1078 1024
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=10
num_cat=0
split_feature=484 1 3 51 42 2 15 16 15
split_gain=8.48072e-05 3.5254e-05 9.00755e-05 7.6333e-05 7.03043e-05 9.59773e-05 7.27538e-05 6.58376e-05 5.24574e-05
threshold=-1.0000000180025095e-35 0.13385500000000003 0.12046500000000002 -0.09021499999999999 0.091955000000000023 0.086650000000000019 -0.021529999999999997 -0.078844999999999985 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 8 -5 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0005405448074201184 0.00057662100436605519 0.00038681549180592372 -0.00037726744564752803 5.4397123969296479e-05 -0.00040819896178126305 0.00023256337709394749 1.3751494910346831e-06 -0.0005633754448909307 0.00084832983351768834
leaf_weight=0.0010601072207213893 0.0010824063941326659 0.0010195634972648823 0.001943187633705692 0.0018213757129612227 0.0012356817319184839 0.001046412314924485 0.0016982050022674605 0.0010430852168664567 0.0010817992150565689
leaf_count=627 339 262 134 555 552 235 541 370 295
internal_value=0 3.80781e-05 5.61322e-06 8.81986e-05 2.15024e-05 0.00010086 0.000304048 -0.000170563 0.000545566
internal_weight=0 0.0119717 0.0109522 0.00900897 0.00792656 0.00669088 0.00382642 0.00286446 0.00212821
internal_count=3910 3283 3021 2887 2548 1996 1071 925 530
is_linear=0
shrinkage=0.00196078


Tree=4265
num_leaves=11
num_cat=0
split_feature=484 52 150 52 3 3 13 13 2 2
split_gain=0.000148493 7.43066e-05 8.89942e-05 9.15656e-05 6.56911e-05 8.17721e-05 9.06635e-05 0.000115368 3.15491e-05 2.64506e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 -0.11271999999999999 0.090325000000000003 -0.0086749999999999969 -0.094679999999999986 -0.0038299999999999996 0.088055000000000008 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -8 -9 -6
right_child=1 4 -4 -5 9 -7 7 8 -10 -11
leaf_value=-0.00072475730280066976 9.0858703753741145e-05 0.00039011768995378816 -0.00018269421475497881 0.00073101832918063669 -0.00013758361128929757 0.00053560813461295655 -0.00074303289840950545 0.00023152796260495764 -0.0002245903743541234 -0.00052867723139807135
leaf_weight=0.0010338183699419015 0.0017237199909433277 0.0012679749015256396 0.001359987651775035 0.0017124911608149265 0.0014438977592129846 0.0010975397222122681 0.0011121464422874381 0.0012782556048636607 0.0010719719801674035 0.001232297032695436
leaf_count=612 559 185 151 283 110 147 1210 247 272 134
internal_value=0 4.67071e-05 0.000241861 0.000409893 -6.33575e-05 5.34236e-05 -5.84533e-05 -0.000222727 2.3486e-05 -0.000317669
internal_weight=0 0.0133003 0.0047962 0.00343621 0.00850408 0.00582789 0.00473035 0.00346237 0.00235023 0.00267619
internal_count=3910 3298 993 842 2305 2061 1914 1729 519 244
is_linear=0
shrinkage=0.00196078


Tree=4266
num_leaves=9
num_cat=0
split_feature=1 14 0 0 52 4 0 133
split_gain=2.24088e-05 3.1876e-05 5.33809e-05 5.92061e-05 5.50526e-05 0.000112487 3.01398e-05 4.80892e-05
threshold=0.076710000000000014 -1.0000000180025095e-35 -0.10575999999999998 -0.066689999999999985 -0.0066199999999999991 0.26048500000000002 -0.083564999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -6 -1 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.021137409799937956 -0.012904655454973588 -0.00060577508401979613 -0.019170495910125734 0.0092324190534429171 0.047334358407693518 0.0012683327256001685 0.011006901914455381 -0.01670539782260241
leaf_weight=0.0010208390800531776 0.0010877792891957807 0.0015735471785217987 0.0014202608779417128 0.0015186591654286182 0.0010501538536257223 0.001070352852444437 0.0014678188080532702 0.0010920717023813857
leaf_count=1051 195 208 703 501 117 178 434 523
internal_value=0 0.00296203 0.0055641 -0.00449356 0.0135658 0.0240819 -0.00660906 -0.000815408
internal_weight=0 0.00772075 0.00663297 0.00293892 0.00369405 0.00212051 0.00358073 0.00255989
internal_count=3910 1902 1707 1204 503 295 2008 957
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=9
num_cat=0
split_feature=52 16 1 0 4 4 15 16
split_gain=2.32534e-05 4.30849e-05 5.71021e-05 5.42288e-05 7.8705e-05 4.18948e-05 3.51472e-05 2.31896e-05
threshold=-0.048794999999999991 -0.055679999999999993 0.079945000000000016 -0.11756999999999999 0.05309500000000001 -0.0031049999999999997 -0.089594999999999994 -0.48509999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=5 3 -3 7 -5 -1 -7 -2
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.005447534948462264 0.00047815501541004874 -0.00034612695232889281 -0.030642020333051436 -0.0039092600128782431 0.02984844277075498 0.029055469523817348 0.003634604644071992 -0.020896084982733983
leaf_weight=0.0017361919862301203 0.0010076122876910543 0.0013803520537686307 0.0011326117888224947 0.0015445123716719099 0.0012492777851516434 0.0010090952087210619 0.0011797684486297227 0.0010228538746922043
leaf_count=807 199 493 324 1185 379 167 216 140
internal_value=0 -0.0033833 -0.0140007 0.00214733 0.0111859 0.00615272 0.015354 -0.0102892
internal_weight=0 0.00733722 0.00251296 0.00482426 0.00279379 0.00392506 0.00218886 0.00203047
internal_count=3910 2720 817 1903 1564 1190 383 339
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=13
num_cat=0
split_feature=158 48 50 4 0 150 124 3 2 0 13 0
split_gain=0.0001476 0.000160278 0.000164361 0.000130586 0.000128787 8.05923e-05 9.20724e-05 0.000114203 6.76988e-05 0.000122726 0.000112109 5.78773e-05
threshold=0.084965000000000027 0.12675000000000003 0.088425000000000017 0.27020000000000005 -0.23029999999999998 0.085285000000000014 -0.018779999999999995 0.11476000000000001 0.10113500000000002 -0.077944999999999987 -0.0010249999999999997 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 11 -11 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=0.00075427661668094124 -0.00069062505461935336 -0.00070034291934331129 -0.00061674776550976111 0.00071370946981918375 -0.00043030112339099465 -0.00049579719449976099 0.00011378091899847262 0.00074699381567211519 -0.00039946739177160992 0.00092826107326194891 3.3644832456669581e-05 -0.00043282390523776852
leaf_weight=0.0010149921057127686 0.0011462876343681727 0.001040543800185526 0.0011288451532278808 0.0014682367459214985 0.0011646313264038208 0.0010391926728791278 0.0019354329949264944 0.001096182424095149 0.0010263106034103216 0.0011522876829899624 0.0010111279685329671 0.0012106231151761473
leaf_count=57 423 121 629 317 127 261 184 55 379 211 146 1000
internal_value=0 4.06549e-05 9.8856e-05 0.000165512 8.99417e-05 1.99636e-05 8.23109e-05 0.00016264 6.15384e-05 0.00015065 0.000510139 -9.65562e-05
internal_weight=0 0.0142884 0.0132479 0.012119 0.0106508 0.00963579 0.0085966 0.00743196 0.00633578 0.00530947 0.00216342 0.00314606
internal_count=3910 3487 3366 2737 2420 2363 2102 1975 1920 1541 357 1184
is_linear=0
shrinkage=0.00196078


Tree=4269
num_leaves=7
num_cat=0
split_feature=1 2 150 16 16 51
split_gain=1.89149e-05 2.92831e-05 2.75868e-05 6.20686e-05 4.92587e-05 7.54818e-05
threshold=0.076710000000000014 0.096540000000000015 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.09021499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.015483930741652161 -0.019968745514579472 0.00260655821451982 0.013846547952942719 0.017188514601418257 0.013710513217016045 -0.019279805833330159
leaf_weight=0.0017188497077896595 0.0012847224905554464 0.0018663391952733186 0.0017299034350723918 0.0019131490661508342 0.0013173915493336747 0.0014645370407752639
leaf_count=1452 276 556 370 494 285 477
internal_value=0 -0.00606658 0.00272503 -0.000492321 0.00483705 -0.00365713
internal_weight=0 0.00358519 0.0077097 0.0059798 0.00469508 0.00278193
internal_count=3910 2008 1902 1532 1256 762
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=9
num_cat=0
split_feature=39 42 49 457 13 3 2 15
split_gain=1.79099e-05 4.48789e-05 3.32189e-05 6.41895e-05 4.21822e-05 5.49033e-05 5.03703e-05 3.67044e-05
threshold=0.005105000000000001 0.091955000000000023 -0.084114999999999981 0.069705000000000003 -0.083924999999999986 -0.088024999999999978 0.099990000000000009 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=-0.014847061743278192 0.0097916093317040181 -0.019452379342235166 -0.0039262389732388934 0.024904090615549948 0.0098982035756106836 -0.0022539208946308412 0.026658525489697715 -0.025882425255664587
leaf_weight=0.0011519688191888823 0.0015858322115473297 0.0012381808050977048 0.0011357957940258969 0.0011685541739802578 0.001316262430693623 0.0012103112280346918 0.0010238953374241502 0.0014391474113529222
leaf_count=186 459 669 608 196 651 182 140 819
internal_value=0 -0.00167273 0.000933777 0.00342612 -0.00067127 -0.00679522 0.0105738 -0.0150886
internal_weight=0 0.00968412 0.00844594 0.00729397 0.00612541 0.00396572 0.00215969 0.00264946
internal_count=3910 3451 2782 2596 2400 1652 748 1001
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=9
num_cat=0
split_feature=132 3 0 3 40 2 4 2
split_gain=1.85141e-05 3.14088e-05 6.40279e-05 5.36888e-05 4.46834e-05 4.52177e-05 5.30241e-05 5.35391e-05
threshold=0.079995000000000011 -0.077894999999999978 -0.082994999999999985 -0.015794999999999997 -0.050089999999999989 0.083795000000000022 0.0057500000000000008 0.113945
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 -8
right_child=-2 3 -4 4 5 6 7 -9
leaf_value=0.0041055136939062075 0.012744958039269685 0.021341735457305541 -0.024086741870013195 -0.020741724002862477 0.020263367517187124 -0.016741767693644341 0.023848281177103105 -0.0083185858453225358
leaf_weight=0.0016690905901588014 0.0010269639099141402 0.0012354272783336277 0.0015571235986529138 0.0010091966555242516 0.0010939334435058627 0.0015755594500066299 0.0010246010140902723 0.0010453352418461092
leaf_count=1075 399 706 916 204 103 264 91 152
internal_value=0 -0.00134095 -0.0095014 0.00242869 -0.00163589 0.00243244 -0.00291823 0.00760374
internal_weight=0 0.0102103 0.00322621 0.00698405 0.00574863 0.00473943 0.0036455 0.00206994
internal_count=3910 3511 1991 1520 814 610 507 243
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=11
num_cat=0
split_feature=484 4 0 1 157 15 16 52 151 2
split_gain=0.000144013 5.94892e-05 8.07566e-05 7.93333e-05 9.53207e-05 8.32209e-05 5.87497e-05 6.82097e-05 6.65223e-05 8.37352e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 0.083935000000000023 -0.055679999999999993 -0.076599999999999988 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 8 -8 -6 -10
right_child=1 2 -4 4 6 -7 7 -9 9 -11
leaf_value=-0.00072969449616111862 -0.00040447592791528953 -0.00062553417660719368 0.00057504052071703879 0.00068332655591499822 -0.00019696952148024691 0.00010629492122092392 0.00011358392456149668 -0.00055529387880018236 5.1882984948168933e-05 0.00068142021121606262
leaf_weight=0.0010044907550007644 0.0010538249720379615 0.0012839130772341252 0.0011510031272054791 0.0010133327952710335 0.0013716289914329355 0.0011172900684064302 0.0011993879297329179 0.0011464267206383761 0.0019362126829880525 0.001399431487614847
leaf_count=612 152 789 152 190 161 751 212 214 454 223
internal_value=0 4.16029e-05 8.20628e-05 2.78558e-05 0.00012099 -0.000285011 4.01974e-05 -0.000213304 0.000166527 0.000315998
internal_weight=0 0.0126725 0.0116186 0.0104676 0.00806642 0.0024012 0.00705309 0.00234581 0.00470727 0.00333564
internal_count=3910 3298 3146 2994 1454 1540 1264 426 838 677
is_linear=0
shrinkage=0.00196078


Tree=4273
num_leaves=8
num_cat=0
split_feature=52 52 39 52 0 16 1
split_gain=1.66223e-05 4.6519e-05 3.45919e-05 4.92456e-05 4.95732e-05 5.90633e-05 5.20176e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.005105000000000001 -0.0066199999999999991 -0.17106499999999999 -0.055679999999999993 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.012196266740092561 0.015149733824884788 -0.02175552134828658 0.015060369699073478 0.016819037899026789 -0.0084463935187123543 -0.020788122703795126 0.018146680547733947
leaf_weight=0.0010258065288587916 0.0019276713217639919 0.0013506970030978957 0.0010292805928049757 0.001280957684875763 0.0017260949671395831 0.0016221998108764445 0.001281752951389164
leaf_count=425 546 453 306 142 1279 530 229
internal_value=0 0.00115692 -0.00209643 -0.00452826 -0.000591732 -0.00540863 0.00288588
internal_weight=0 0.0102187 0.00829098 0.0072617 0.00591101 0.00463005 0.00300785
internal_count=3910 3485 2939 2633 2180 2038 1508
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=10
num_cat=0
split_feature=11 16 2 4 0 0 16 0 4
split_gain=1.6047e-05 2.83769e-05 4.7085e-05 9.68917e-05 6.96343e-05 5.01712e-05 6.00779e-05 4.5576e-05 3.39321e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.13506999999999997 -0.06402999999999999 -0.083564999999999987 -0.097664999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 8 -8 -5
right_child=-2 2 4 5 -6 -7 7 -9 -10
leaf_value=-0.012715578035859348 -0.011659144451255642 -0.029193914135073919 -0.0042284300293152872 0.023831513985595909 0.030063758472456473 0.022078229484416696 0.001974383376617738 -0.02754815906793482 -0.0015718505165542103
leaf_weight=0.0012839729009108689 0.0010773400429467698 0.0010414848289724303 0.0010493860213831533 0.0010313243343141366 0.0013590323254823533 0.0012076475970257908 0.0010274662041055078 0.0010648521145220854 0.0010727296182112664
leaf_count=394 279 141 105 515 476 174 169 1439 218
internal_value=0 0.0011775 0.00319224 -0.00126546 0.0151221 0.00411702 -0.00105192 -0.0130506 0.0108799
internal_weight=0 0.0101379 0.00885392 0.0064455 0.00240842 0.00540402 0.00419637 0.00209232 0.00210405
internal_count=3910 3631 3237 2656 581 2515 2341 1608 733
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=9
num_cat=0
split_feature=14 484 49 52 13 151 4 16
split_gain=1.5978e-05 3.57897e-05 3.34501e-05 7.66587e-05 8.73672e-05 8.96432e-05 7.45355e-05 7.21096e-05
threshold=-1.0000000180025095e-35 0.084225000000000008 -0.081629999999999994 0.11110500000000002 0.0024700000000000004 -0.0088999999999999982 0.074650000000000008 0.057390000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.011707129191991586 0.01239645804569528 0.018550855091986531 -0.027756016633615932 0.021390032746247036 -0.02960360795837241 0.0088384379133324455 0.028615768378604786 -0.023857073419399678
leaf_weight=0.0010638100254817305 0.001572457200583576 0.0010612097585314005 0.0010334813074272904 0.0010507984199193288 0.0014234067490962966 0.0019029990680215466 0.0010195784759284843 0.0010449593778429443
leaf_count=196 267 436 326 438 507 1176 272 292
internal_value=0 0.00117703 -0.000860762 -0.0036495 -0.00774504 -0.00152358 0.00530956 -0.0027511
internal_weight=0 0.0101089 0.00904768 0.00747522 0.00642442 0.00500102 0.00396754 0.00294796
internal_count=3910 3714 3278 3011 2573 2066 1740 1468
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=8
num_cat=0
split_feature=0 47 13 4 4 3 16
split_gain=1.72141e-05 5.46039e-05 4.70574e-05 4.39313e-05 5.2632e-05 5.95417e-05 2.15456e-05
threshold=-0.017269999999999997 0.087850000000000025 -0.028919999999999998 -0.06272999999999998 -1.0000000180025095e-35 0.094625000000000015 -0.064504999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -6 -3
right_child=2 6 -4 4 5 -7 -8
leaf_value=-0.011267877755732998 -0.0085440685542321378 -0.0064941964997630225 0.020036214249226459 0.023542296947771938 -0.011596735543920277 0.015464838539843127 -0.025571703269454404
leaf_weight=0.001654768049093004 0.0010217516595119724 0.0013375168544076102 0.0013208086343542208 0.0014481563896160906 0.001795859534838276 0.0014856485620832029 0.0010620680316169905
leaf_count=1255 113 204 333 821 742 190 252
internal_value=0 -0.00207747 0.00757039 0.00275614 0.00766273 0.000654945 -0.014938
internal_weight=0 0.00878402 0.00234256 0.00638443 0.00472966 0.00328151 0.00239958
internal_count=3910 3464 446 3008 1753 932 456
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=8
num_cat=0
split_feature=43 3 52 15 2 0 3
split_gain=1.74837e-05 4.37401e-05 4.27094e-05 6.91502e-05 9.36561e-05 4.49292e-05 3.40382e-05
threshold=-0.06705499999999999 -0.078669999999999976 -0.087604999999999988 -0.10192499999999999 0.093070000000000014 -0.10071499999999999 -0.10628499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 -1
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0075312570160872387 -0.021190644399311724 0.016638980418862716 -0.015745918304051115 0.035586656402464632 -0.0083230121019583995 0.0066410131315452316 -0.017297815380236087
leaf_weight=0.0011632045602435013 0.0010958099785433207 0.0018302225685530638 0.0018527850658668849 0.0011357674220369052 0.0019537056141694991 0.0010158887653029963 0.0010510215904854074
leaf_count=235 392 585 399 119 429 869 882
internal_value=0 0.00520047 -0.00304662 0.000290389 0.00752771 0.0219202 -0.0042543
internal_weight=0 0.00404445 0.00705396 0.00595815 0.00410536 0.00215166 0.00221423
internal_count=3910 1702 2208 1816 1417 988 1117
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=10
num_cat=0
split_feature=484 1 51 42 160 2 2 4 1
split_gain=9.49443e-05 4.0422e-05 8.38303e-05 5.16617e-05 9.09819e-05 6.55573e-05 9.27803e-05 4.93067e-05 4.2499e-05
threshold=-1.0000000180025095e-35 0.13385500000000003 -0.09021499999999999 -1.0000000180025095e-35 -0.079684999999999992 0.113945 0.086875000000000022 -0.015104999999999999 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 8 -8 -6
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.00056751983669965265 0.00048286545623974538 0.00041951835226403447 -0.00039139888543420159 -0.00048447313732692611 -0.00039310394650732646 -0.0002806652152126798 0.00013937842208450895 0.00060408304827227848 0.00016078535296400542
leaf_weight=0.0010596573259860778 0.0012765898813771734 0.001012952302374988 0.0014613406386637896 0.0012278824784705284 0.001136763117562905 0.0014353421111889106 0.0016665128504107386 0.0018548916848626223 0.0010020742360263694
leaf_count=627 359 262 861 446 373 218 304 248 212
internal_value=0 4.46166e-05 1.02848e-05 -5.13711e-05 8.32714e-06 9.36056e-05 0.000188514 0.000384161 -0.000133599
internal_weight=0 0.0120743 0.0110614 0.00978481 0.00832347 0.00709558 0.00566024 0.0035214 0.00213884
internal_count=3910 3283 3021 2662 1801 1355 1137 552 585
is_linear=0
shrinkage=0.00196078


Tree=4279
num_leaves=11
num_cat=0
split_feature=158 4 0 48 16 15 1 15 0 3
split_gain=9.34453e-05 5.27556e-05 6.31641e-05 5.80493e-05 8.4552e-05 0.000110156 8.62915e-05 0.000163668 0.000114858 0.000160782
threshold=0.084710000000000021 -0.49837999999999999 -1.0000000180025095e-35 0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.094385000000000011 -0.053579999999999996 -0.084304999999999977 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 -8 9 -7
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.00038404404469636867 -0.0005824644074329179 0.00058750727636715748 0.00049338898774761654 -0.00041449241526022484 -0.0005606832705948475 -0.00089892137809731269 0.00088613337998323888 -9.3545455173293059e-05 0.00027745270056452032 0.00014693894042062386
leaf_weight=0.0010440563125766198 0.0010106221752633144 0.0010904063569915001 0.0012442337027333177 0.0010360925824319496 0.0011336543273155458 0.0011281133475255318 0.0012640518262926649 0.0013621129722986951 0.0019171425751787008 0.001132417159556573
leaf_count=172 433 152 199 133 309 901 217 228 1093 73
internal_value=0 3.76774e-05 7.66138e-05 2.50869e-05 7.55355e-05 5.20383e-06 9.94918e-05 0.000378003 -7.55858e-05 -0.000374996
internal_weight=0 0.0123523 0.0113082 0.010064 0.0090279 0.00793749 0.00680384 0.00262616 0.00417767 0.00226053
internal_count=3910 3477 3305 3106 2973 2821 2512 445 2067 974
is_linear=0
shrinkage=0.00196078


Tree=4280
num_leaves=9
num_cat=0
split_feature=15 15 48 3 3 3 43 48
split_gain=1.86444e-05 2.98543e-05 5.28989e-05 5.22561e-05 0.00010454 6.6316e-05 6.41016e-05 2.67195e-05
threshold=-0.24219999999999997 -0.095799999999999982 0.091555000000000011 0.10666500000000002 -0.016619999999999996 -0.077894999999999978 -0.0037249999999999996 0.085425000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 6 -3 -2
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.012914537385754935 -0.0011883137736375185 -0.018535514374478659 0.018965017786682397 0.014288382982173631 -0.029854765312848974 0.023687350958159135 0.013399582922363205 -0.0236990314928405
leaf_weight=0.0010093095156673724 0.0011071457499647437 0.001653159035730313 0.0014190861004248923 0.0014721314193203022 0.0014472744901766633 0.0010105512225758394 0.0010141082601574697 0.0010067810521643759
leaf_count=317 196 1409 251 131 274 527 505 300
internal_value=0 -0.00133781 0.00144993 -0.00231763 -0.00708754 0.0018717 -0.00639363 -0.0119093
internal_weight=0 0.0101302 0.00801631 0.00659722 0.00512509 0.00367782 0.00266727 0.00211393
internal_count=3910 3593 3097 2846 2715 2441 1914 496
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=10
num_cat=0
split_feature=158 50 47 4 12 16 52 13 51
split_gain=4.76149e-05 6.99606e-05 6.8419e-05 7.81043e-05 5.59578e-05 9.03324e-05 5.40629e-05 6.53435e-05 4.51757e-05
threshold=0.081110000000000015 0.088425000000000017 0.117025 0.24280000000000004 0.098845000000000016 -0.014099999999999998 1.0000000180025095e-35 -0.0097449999999999985 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00031846928581295229 -0.00041471475030098264 -0.00042702501791697019 -0.00039788268902113427 0.000497673795216432 -0.00037132853345042341 0.00050004390835448097 0.00069011676229774322 -0.0001689351725402299 0.00015634671250195709
leaf_weight=0.0018834852355457581 0.0010177758478421778 0.0011707286946025996 0.0010439589205194161 0.0018067856215105392 0.0010707588916954803 0.0011093025791796933 0.0011123043228092552 0.0011364425991341903 0.0013036052536677936
leaf_count=820 463 663 112 363 318 466 163 331 211
internal_value=0 2.75492e-05 7.83948e-05 0.000131163 4.42119e-05 0.000112193 0.000336605 0.000161512 -0.000124257
internal_weight=0 0.0116374 0.0104666 0.00942268 0.0076159 0.00654514 0.00335805 0.00224575 0.00318709
internal_count=3910 3447 2784 2672 2309 1991 960 797 1031
is_linear=0
shrinkage=0.00196078


Tree=4282
num_leaves=9
num_cat=0
split_feature=43 13 0 52 457 1 4 52
split_gain=1.76962e-05 3.94426e-05 5.03846e-05 3.57671e-05 5.3607e-05 5.37894e-05 9.51267e-05 4.03926e-05
threshold=-0.06705499999999999 0.17936000000000002 -0.077944999999999987 -0.087604999999999988 0.041935000000000007 0.11649500000000002 -1.0000000180025095e-35 0.082665000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 -5
right_child=3 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.0027135421578983326 -0.019670161040451037 -0.010916284326057638 0.023469405179655664 0.018908072470393885 0.020530031356297978 0.016137086535144955 -0.026172113752904139 -0.0090726891506979195
leaf_weight=0.0013787384525806125 0.0010966748092894702 0.0011033447525042386 0.0015739937211290301 0.0010420024807604256 0.0010466923281196036 0.0010140303034480106 0.0018501180461377546 0.0010218738963306169
leaf_count=1019 392 206 477 454 149 235 405 573
internal_value=0 0.00521563 0.0112436 -0.00307012 -2.31416e-05 -0.00438855 -0.0097063 0.00505414
internal_weight=0 0.00405608 0.00295273 0.00707139 0.00597472 0.00492802 0.00391399 0.00206388
internal_count=3910 1702 1496 2208 1816 1667 1432 1027
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=10
num_cat=0
split_feature=484 474 160 42 42 43 15 16 2
split_gain=0.00016009 5.44204e-05 7.12887e-05 9.78836e-05 9.4437e-05 0.000119276 6.28272e-05 9.69288e-05 4.49071e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.091955000000000023 -0.071214999999999987 1.0000000180025095e-35 -0.094359999999999986 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.00076265937120238692 -0.00041971373575120518 0.00046685973582437883 -0.00033449461332294388 0.00077506123076734009 -0.00025935451414101383 -0.00010664280345544523 -0.00024282096176596983 0.00021525145358835119 0.00076779968610283004
leaf_weight=0.0010021806793209303 0.00130609418895188 0.0011066085214993552 0.0019019428373569245 0.0013851584361976154 0.0016627670015158386 0.0016713783933299956 0.0013150066429370652 0.0010422149773350502 0.0012363300680564709
leaf_count=612 556 318 844 304 558 201 269 108 140
internal_value=0 5.1525e-05 1.16312e-05 6.67842e-05 0.000158595 0.000263098 0.000128404 0.000251993 0.000515062
internal_weight=0 0.0126275 0.0115209 0.0102148 0.00831286 0.00665009 0.00526493 0.00394992 0.00227855
internal_count=3910 3298 2980 2424 1580 1022 718 449 248
is_linear=0
shrinkage=0.00196078


Tree=4284
num_leaves=8
num_cat=0
split_feature=4 42 49 160 15 4 12
split_gain=1.80235e-05 4.38822e-05 4.15336e-05 9.3136e-05 4.94406e-05 5.93944e-05 2.16552e-05
threshold=0.27608500000000008 0.091955000000000023 -0.0019649999999999997 0.069910000000000014 -0.038029999999999987 -0.06272999999999998 0.085845000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.029192565523021505 0.0096136780969337376 -0.019325393108525189 -0.0083037562197348074 0.0089409182069877958 0.014749080130092143 0.031889942599054664 -0.002929507510838484
leaf_weight=0.0012509575482388341 0.0016444328982482019 0.0012327505883107112 0.0017541837490239716 0.0013124302373956603 0.0011772453730467926 0.0010775304453331546 0.001684122997914607
leaf_count=404 441 711 751 220 406 242 735
internal_value=0 -0.00172638 0.000901278 -0.00966858 0.0056605 0.0118795 0.00434395
internal_weight=0 0.00948922 0.00825647 0.00256339 0.00569308 0.0039389 0.00286137
internal_count=3910 3469 2758 624 2134 1383 1141
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 3 151 1 16 16 2
split_gain=0.000172824 7.16915e-05 0.000161373 8.68045e-05 0.000122612 7.71311e-05 7.42062e-05 0.000138573 0.000183064 0.000107532 5.67086e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.087654999999999983 -0.044604999999999992 0.10373000000000002 -0.057604999999999996 -0.044329999999999987 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 6 -3 -5 8 -8 -9 -6
right_child=1 2 -4 4 10 -7 7 9 -10 -11 -12
leaf_value=-0.00078926485781438335 -0.00035682988166646669 -0.0001715222953054963 0.00038541537838716693 -9.0204290783088789e-05 -0.00049622098914072063 -0.00091130801047784905 -0.00045325499948414578 0.0012800941617508777 0.00055576910021227675 0.00040051104938766105 0.00011508162851828485
leaf_weight=0.0010150866300597779 0.0012104844794790558 0.0011727117524974028 0.0011859392503598557 0.0012087209998887169 0.0011264767475641436 0.0010072386255061839 0.0011118958279936562 0.0010445163651187418 0.0018274456261042457 0.0010941228006019071 0.0012102900102551808
leaf_count=612 280 369 620 191 243 364 194 151 329 128 429
internal_value=0 5.03274e-05 -0.000196671 0.000134868 0.000203888 -0.000513338 0.000346433 0.000450367 0.000174075 0.000830101 -0.000179607
internal_weight=0 0.0131998 0.00336589 0.00983395 0.00862347 0.00217995 0.0062867 0.00507798 0.00293934 0.00213864 0.00233677
internal_count=3910 3298 1353 1945 1665 733 993 802 523 279 672
is_linear=0
shrinkage=0.00196078


Tree=4286
num_leaves=9
num_cat=0
split_feature=43 48 4 48 13 4 4 16
split_gain=1.62018e-05 4.54795e-05 3.08107e-05 4.64929e-05 0.00010911 8.08105e-05 3.07644e-05 1.94944e-05
threshold=-0.053009999999999995 0.081315000000000012 -0.23071499999999998 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35 -0.084009999999999987 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 -6 -1 -8
right_child=2 -3 3 -5 5 -7 7 -9
leaf_value=0.01283762082156344 -0.016457583439230091 0.023109579665219024 -0.016973050006676347 -0.01380119381730819 0.039059461349111146 0.0035504769200576203 0.0014322223388022286 -0.018149499373858253
leaf_weight=0.0010393944914736351 0.0013643357867926462 0.0010314798979984231 0.0013589098394152328 0.0016605968045724064 0.0010728055512717939 0.0015919355106282754 0.0010217872572991333 0.001011871720125186
leaf_count=290 236 353 1121 305 216 234 562 593
internal_value=0 0.00494061 -0.0029625 0.000276602 0.00608663 0.0178461 -0.00115787 -0.0083109
internal_weight=0 0.00410453 0.00704858 0.00568425 0.00402365 0.00266474 0.00307305 0.00203366
internal_count=3910 1798 2112 1876 1571 450 1445 1155
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=11
num_cat=0
split_feature=158 50 47 4 12 16 52 13 49 0
split_gain=4.30267e-05 6.61268e-05 6.74342e-05 8.23896e-05 4.98184e-05 7.26811e-05 5.42813e-05 6.45641e-05 4.04948e-05 0.000101337
threshold=0.081110000000000015 0.088425000000000017 0.117025 0.24280000000000004 0.098845000000000016 -0.014099999999999998 1.0000000180025095e-35 -0.0097449999999999985 -0.045004999999999996 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 -1 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11
leaf_value=0.00021346143035497371 -0.00039839609986073586 -0.00042023527742717328 -0.00039981350861877958 0.00050521515669126353 -0.00035774537641472797 0.00046369029437663814 0.00065946013950054442 -0.00020696304431469704 -0.00071187122218577443 0.00014221713426194638
leaf_weight=0.0010037215800381073 0.0010029500854187691 0.0011534148559207468 0.0010359044839336499 0.0017931238143012633 0.0010543474229941473 0.0010995886839367925 0.0011048431663458801 0.0011080125886016399 0.0010181485579788723 0.0011234274316499612
leaf_count=134 463 663 112 363 318 466 163 331 139 758
internal_value=0 2.50761e-05 7.47447e-05 0.000127575 3.74328e-05 0.000101953 0.000304654 0.000127084 -0.00011152 -0.000263834
internal_weight=0 0.0114945 0.0103411 0.00930521 0.00751209 0.00645774 0.00331244 0.0022076 0.0031453 0.00214158
internal_count=3910 3447 2784 2672 2309 1991 960 797 1031 897
is_linear=0
shrinkage=0.00196078


Tree=4288
num_leaves=9
num_cat=0
split_feature=13 39 48 51 1 52 43 15
split_gain=2.07243e-05 4.59362e-05 6.80435e-05 7.60199e-05 0.000108059 5.97518e-05 4.78951e-05 5.12845e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11028500000000001 0.085845000000000019 0.11198000000000001 0.084240000000000023 -0.074254999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.011253236272319883 0.016599715936106922 0.017718309057669242 -0.027083970332383946 -0.025840472241714582 0.03013251311509282 -0.023455181825790358 0.0088398550945451987 -0.019226847126184863
leaf_weight=0.0014151989316699967 0.0015414245025856073 0.0010827784436876391 0.0011236369511924927 0.0010369960604635969 0.0012201944793369633 0.0011143674706204868 0.0012622078686618718 0.001344526109662325
leaf_count=210 718 380 145 378 197 949 363 570
internal_value=0 -0.00169854 -0.00413095 -0.000701182 0.00332018 -0.00289666 0.00262621 -0.00563666
internal_weight=0 0.00972613 0.00864335 0.00751972 0.00648272 0.00526253 0.00414816 0.00260673
internal_count=3910 3700 3320 3175 2797 2600 1651 933
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=9
num_cat=0
split_feature=160 133 474 13 12 0 1 0
split_gain=1.77439e-05 7.39939e-05 6.64638e-05 3.95807e-05 7.05854e-05 2.93241e-05 5.5758e-05 3.1405e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 0.059400000000000008 -0.083514999999999992 0.092255000000000018 -0.077944999999999987 0.094485000000000013 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -5 -7
right_child=1 3 -4 5 -6 7 -8 -9
leaf_value=-0.021400217997883022 -0.02189901447731768 0.031785890173987912 0.011882116029373216 -0.021806264872683424 -0.003257702639595949 0.022425395530610147 0.0061212141311772408 -0.001313056859614572
leaf_weight=0.0014392716548271259 0.0011190235889643298 0.0013150095837628911 0.0010289698892162577 0.0012493678489453484 0.0010210738262792108 0.0010125752632726929 0.0016711313541028956 0.0012395232837128223
leaf_count=852 848 381 366 445 77 397 211 333
internal_value=0 0.00209001 -0.00752535 0.00566511 0.0164688 0.0007859 -0.00582595 0.00936009
internal_weight=0 0.0086277 0.00246824 0.00750868 0.00233608 0.0051726 0.0029205 0.0022521
internal_count=3910 2692 1218 1844 458 1386 656 730
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=8
num_cat=0
split_feature=4 42 0 52 49 12 0
split_gain=1.73492e-05 4.05573e-05 3.78804e-05 9.40357e-05 8.56083e-05 5.92103e-05 4.86775e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 -0.092854999999999979 -0.0019649999999999997 0.086865000000000012 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.030217453993391954 0.009493969136915463 -0.018660849525302371 0.013200675405091117 -0.015112581517152413 0.018337227469262512 0.029649510455177736 -0.011233275912146554
leaf_weight=0.0010495260221714863 0.0016267588098904167 0.0012250479770457489 0.0019053219667898311 0.001799833362131101 0.0010192691831099761 0.0012070042547202889 0.0012266224214521042
leaf_count=451 441 711 288 442 156 875 546
internal_value=0 -0.00168822 0.000845082 -0.00289031 0.00256981 0.0117868 0.00218692
internal_weight=0 0.00943263 0.00820758 0.00630226 0.00525273 0.0034529 0.00224589
internal_count=3910 3469 2758 2470 2019 1577 702
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=12
num_cat=0
split_feature=158 47 50 4 0 12 16 52 15 15 0
split_gain=0.000140164 8.90906e-05 0.000145229 8.03182e-05 0.000115923 9.23075e-05 8.13945e-05 8.37218e-05 7.97638e-05 0.000137935 0.000129709
threshold=0.085745000000000002 0.13177500000000003 0.088425000000000017 0.0057500000000000008 -0.14867499999999997 0.098845000000000016 0.20277000000000003 -0.021309999999999996 -0.095799999999999982 -0.14487999999999998 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 -5 -10
right_child=-2 -3 -4 8 5 -7 -8 -9 10 -11 -12
leaf_value=-0.00061882672175418967 -0.0007210121004194316 -0.00053031810530909532 -0.00061396436986502938 0.00050428701188888307 0.00047448634574116089 -0.00042838432567647843 0.00068467717748499173 -0.00018425220141873039 0.0011042333795663944 -0.00041542565531139887 0.00020431916013325424
leaf_weight=0.0010176612409845973 0.001046278247692471 0.001029793589564715 0.0010899387962218345 0.0013280298538607552 0.0012040304854695906 0.0010113820734620393 0.0011188202186770148 0.0019320893453869503 0.0010202692971715832 0.001187585814850978 0.0015532449228829962
leaf_count=120 410 82 639 269 359 245 263 1020 63 123 317
internal_value=0 2.39642e-05 6.97632e-05 0.000135288 -1.29983e-05 0.000104072 0.000230634 6.86531e-05 0.00031839 7.01039e-05 0.00056109
internal_weight=0 0.0134928 0.0124631 0.0113731 0.00628398 0.00526632 0.00425494 0.00313612 0.00508913 0.00251562 0.00257351
internal_count=3910 3500 3418 2779 2007 1887 1642 1379 772 392 380
is_linear=0
shrinkage=0.00196078


Tree=4292
num_leaves=9
num_cat=0
split_feature=150 151 151 1 1 4 2 3
split_gain=2.12943e-05 6.88983e-05 6.07394e-05 4.03546e-05 7.67939e-05 5.95369e-05 5.2211e-05 7.96833e-05
threshold=0.083205000000000015 -1.0000000180025095e-35 -0.056409999999999995 0.10398500000000001 0.088495000000000018 0.24280000000000004 0.10393500000000001 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -5 7 -3
right_child=2 3 -4 5 -6 -7 -8 -9
leaf_value=-0.025298939184637728 0.026302039161642723 -0.0070088210715924179 -0.0078445907170382571 -0.0028881265333799465 -0.028490921090871563 0.025484187189452209 -0.017194408298956056 0.026625569907161192
leaf_weight=0.0011270234089112005 0.0010306977001609231 0.0014696145244635177 0.0010532429294565517 0.0015876188916363288 0.0010445448092816579 0.001384639404883317 0.0010297606059713788 0.0013527047523817727
leaf_count=365 313 1198 191 297 472 320 330 424
internal_value=0 -0.00217446 0.00904402 0.00113755 -0.00444181 0.0103292 0.00207943 0.00911175
internal_weight=0 0.00899591 0.00208394 0.00786888 0.00489662 0.00297226 0.00385208 0.00282232
internal_count=3910 3406 504 3041 2424 617 1952 1622
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=9
num_cat=0
split_feature=49 42 4 15 16 0 4 43
split_gain=1.87306e-05 4.87393e-05 3.93953e-05 3.8086e-05 0.000104484 7.78413e-05 5.93496e-05 3.15222e-05
threshold=-0.045004999999999996 0.091955000000000023 0.0021050000000000005 -0.038029999999999987 -0.055679999999999993 -0.14293499999999998 -0.06272999999999998 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 -5
right_child=1 -3 -4 6 -6 -7 -8 -9
leaf_value=-0.0065523917278246082 -0.014607364066961743 -0.021219728951428221 0.018312545410397795 -0.0083928959173119252 -0.033568897784844523 0.024163342232773135 0.025818069517481404 0.013012294705590725
leaf_weight=0.0011365235559392386 0.001008040819359454 0.0011765811361952655 0.0014502974937765593 0.0018879210513023719 0.0010370336157100994 0.0010649121940830243 0.001192441165901531 0.0010824379360676456
leaf_count=305 132 758 224 954 484 441 405 207
internal_value=0 -0.00233691 0.0073881 0.00071793 -0.00765439 0.00530983 0.00697281 -0.000592563
internal_weight=0 0.00844937 0.00258682 0.00727279 0.00310999 0.00207295 0.0041628 0.00297036
internal_count=3910 3381 529 2623 1057 573 1566 1161
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=10
num_cat=0
split_feature=158 457 50 156 42 43 0 0 48
split_gain=0.00013895 9.15519e-05 8.9677e-05 0.000106183 0.000105376 8.51978e-05 0.000142557 0.000107633 0.000165274
threshold=0.084965000000000027 -0.0034949999999999994 0.088425000000000017 0.084330000000000016 -1.0000000180025095e-35 -0.074254999999999988 -0.070894999999999986 -0.098179999999999976 0.08593000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -7
right_child=-2 2 -4 -5 5 7 -8 -9 -10
leaf_value=-0.00051366638916834975 -0.00070490099948283087 -0.00017599550502700191 -0.00039399399490639423 -0.0003601554536618162 0.00018912702499720828 0.00081826593011666672 0.001156975814614106 -0.00019264752384983553 -7.1772353643377443e-05
leaf_weight=0.0010120401078281211 0.0010043315734032656 0.0019134958472869319 0.0012587419688560664 0.0013222335675738195 0.0012318040807474465 0.0017441998961427565 0.0011144798086769447 0.0017701300673560703 0.0014851210165154338
leaf_count=303 423 740 570 440 350 188 143 647 106
internal_value=0 5.23836e-05 0.000100767 0.000159622 0.000233847 0.000340607 0.000648853 0.000195945 0.000408949
internal_weight=0 0.0128522 0.0118402 0.0105815 0.00925923 0.00734573 0.00234628 0.00499945 0.00322932
internal_count=3910 3487 3184 2614 2174 1434 493 941 294
is_linear=0
shrinkage=0.00196078


Tree=4295
num_leaves=10
num_cat=0
split_feature=484 15 42 1 16 15 1 2 16
split_gain=8.5863e-05 3.17509e-05 0.000132126 7.26148e-05 0.000116411 8.78277e-05 7.43801e-05 9.77475e-05 6.58556e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 -0.017214999999999998 0.11167500000000001 0.089910000000000004 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -5 -8
right_child=1 2 -4 5 -6 -7 8 -9 -10
leaf_value=-0.00055871770737134176 -0.00057085159018833054 -0.00044711344301531699 0.00041392489288087522 -6.3615764975335376e-05 0.0002746372914951828 0.0007298553643520409 0.00016866990425297792 0.00068750788186694109 -0.00046818153541457197
leaf_weight=0.0010104170863666729 0.0013683353879792989 0.0019078160953622603 0.0010691519869139594 0.0012606332604258737 0.0011542030639478977 0.0010418622758236193 0.0012998838673832578 0.0014124008810895289 0.0012011171730506593
leaf_count=627 576 733 618 236 194 265 318 177 166
internal_value=0 3.70084e-05 -0.000137879 9.65883e-05 -0.000183993 0.000210454 0.000105865 0.000333269 -0.000137181
internal_weight=0 0.0117154 0.00297697 0.00873844 0.00252254 0.0062159 0.00517404 0.00267303 0.002501
internal_count=3910 3283 1351 1932 770 1162 897 413 484
is_linear=0
shrinkage=0.00196078


Tree=4296
num_leaves=12
num_cat=0
split_feature=484 457 52 3 3 13 3 2 2 0 52
split_gain=0.000140153 3.78046e-05 6.7359e-05 6.314e-05 9.91693e-05 8.44368e-05 0.000108763 6.02467e-05 0.000107598 4.23791e-05 3.15688e-05
threshold=-0.0043499999999999988 0.097740000000000007 -0.048794999999999991 0.090325000000000003 -0.0086749999999999969 -0.094679999999999986 -0.084014999999999992 0.096970000000000015 0.084235000000000018 -0.11756999999999999 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 10 8 -2 -5 -7
right_child=1 -3 3 9 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0007221928532024118 0.00046911473371839536 -0.00031968996979783558 0.00038982246661398298 -0.0005331377397858368 0.00062730389786890125 -0.00018311964507707347 -0.00067061408448872151 0.00060507433383824236 -0.00038747008148817011 -9.0738250242262175e-06 0.00029212585793566301
leaf_weight=0.0010044216024622183 0.0012787632413674322 0.0010418000951039072 0.0012711868852654648 0.0013185256720423498 0.0010465545086270362 0.0010415693397350849 0.0012209113034407242 0.00142512794236699 0.0010083842169595577 0.0010785328686263836 0.0011101347882549715
leaf_count=612 229 114 182 139 146 276 951 455 258 77 471
internal_value=0 3.83548e-05 6.99667e-05 -3.04041e-05 8.20426e-05 -4.08406e-05 -0.000203164 0.000288631 9.14536e-05 -0.00029734 6.20751e-05
internal_weight=0 0.0128415 0.0117997 0.00808742 0.00569036 0.0046438 0.00337262 0.00371228 0.00228715 0.00239706 0.0021517
internal_count=3910 3298 3184 2242 2026 1880 1698 942 487 216 747
is_linear=0
shrinkage=0.00196078


Tree=4297
num_leaves=9
num_cat=0
split_feature=1 4 15 47 151 4 1 2
split_gain=1.94165e-05 4.66736e-05 2.8428e-05 5.37132e-05 6.44564e-05 5.29664e-05 1.8829e-05 1.69674e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 0.087850000000000025 -0.044604999999999992 0.0051950000000000008 0.12446500000000001 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 -5 -1
right_child=2 -3 -4 6 5 -7 -8 -9
leaf_value=-0.0053436921386673247 -0.00681278642159798 -0.019263184867475448 -0.0094184843999730941 -0.012924215639719192 0.0072178622845857372 0.036225597706324754 0.0049340808871851981 0.013031079278590506
leaf_weight=0.0010027649256088922 0.0010806021110747114 0.0015417966859401395 0.0015237287239224318 0.001438016390411666 0.0012046256213090098 0.0013183682158604986 0.0010016432786499343 0.0010074081356919312
leaf_count=406 261 1554 571 280 346 354 90 48
internal_value=0 -0.00617425 0.00278808 0.0058658 0.0136229 0.0223756 -0.00559219 0.00386492
internal_weight=0 0.00355197 0.00756698 0.00604326 0.0036036 0.00252299 0.00243966 0.00201017
internal_count=3910 2008 1902 1331 961 700 370 454
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=8
num_cat=0
split_feature=159 15 49 2 15 0 2
split_gain=1.78072e-05 6.0685e-05 5.5834e-05 6.92706e-05 5.41784e-05 7.11965e-05 5.35744e-05
threshold=0.09141500000000001 -0.11739999999999999 -0.006494999999999999 0.09142500000000002 0.079360000000000014 -0.10131499999999999 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=-0.016935511532552912 -0.012605828692589627 0.0095849668702108759 0.035764473877379029 -0.021648612863300557 -0.0068694704642886855 0.017402204062958688 -0.010504954597417229
leaf_weight=0.001557048704436831 0.0010274372310757384 0.001347007274195712 0.0012654217912088923 0.0015016999116193742 0.0013888045421562613 0.0019357803217860141 0.0010671109119944281
leaf_count=463 468 330 143 267 1283 640 316
internal_value=0 0.00121492 0.00453748 -0.00687986 0.0102868 0.015869 0.00748508
internal_weight=0 0.0100629 0.00850582 0.00284871 0.00565712 0.00426831 0.00300289
internal_count=3910 3442 2979 597 2382 1099 956
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=8
num_cat=0
split_feature=49 42 12 43 16 16 0
split_gain=1.93451e-05 3.93252e-05 3.86224e-05 3.24518e-05 3.62211e-05 5.16856e-05 3.61058e-05
threshold=-0.045004999999999996 0.091955000000000023 0.085185000000000025 -0.17307499999999998 -0.083564999999999987 -0.19424999999999998 -0.074514999999999984
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.0022452753009077069 0.01692899466274447 -0.019340877220661315 0.022767972333953612 -0.0051807272847025042 -0.018586701317577621 0.024021011923387972 0.00098768692552061673
leaf_weight=0.001585578188415505 0.0010175599485749802 0.0011762270139862247 0.0010108521217709109 0.0014491283387945669 0.0018294783432066415 0.0010418924774943806 0.0019432544146898735
leaf_count=345 180 758 184 307 1057 567 512
internal_value=0 -0.00237514 0.00749298 0.000365511 -0.00232526 0.00703317 -0.00850435
internal_weight=0 0.00845754 0.00259643 0.00728131 0.00626375 0.00249102 0.00377273
internal_count=3910 3381 529 2623 2443 874 1569
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=12
num_cat=0
split_feature=484 42 133 0 15 151 47 3 1 2 12
split_gain=0.000195091 9.55975e-05 7.49908e-05 8.53684e-05 0.000114823 7.42975e-05 7.48388e-05 0.000137236 0.000313058 8.3932e-05 4.90871e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.10064500000000001 -0.074249999999999997 -0.021529999999999997 -0.088294999999999985 0.09252500000000001 0.12046500000000002 0.095575000000000007 0.086915000000000006 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 8 9 -7 -6
right_child=1 2 -4 4 10 6 -8 -9 -10 -11 -12
leaf_value=-0.00083211964236528974 -0.00053129401614797735 0.00052292102931216064 -0.00038755438626156269 0.00087549719428497974 0.0003996323339769343 -0.00041121236525825923 -0.00049711795611387768 -0.00058031870914926256 0.0010766481629502251 0.00023054494140768006 -0.00018849658109094716
leaf_weight=0.001043496585549932 0.0010085877252424781 0.0010151763686903556 0.001115148056231109 0.0012522506031362639 0.0011977200806215921 0.0016945777397750395 0.0011677319613890291 0.0010635203652711069 0.0011607353414042612 0.0014573279991961191 0.0010021125979232381
leaf_count=612 215 203 485 367 180 654 142 120 209 530 193
internal_value=0 4.87317e-05 9.69745e-05 0.000146045 0.000401524 2.93723e-05 -4.71935e-05 5.05325e-05 0.000206104 -0.000114487 0.000131716
internal_weight=0 0.0131349 0.0121263 0.0110112 0.00345208 0.00755907 0.00654389 0.00537616 0.00431264 0.00315191 0.00219983
internal_count=3910 3298 3083 2598 740 1858 1655 1513 1393 1184 373
is_linear=0
shrinkage=0.00196078


Tree=4301
num_leaves=8
num_cat=0
split_feature=42 160 43 2 15 16 12
split_gain=2.175e-05 5.24971e-05 5.30656e-05 5.23291e-05 5.65465e-05 4.01889e-05 3.66202e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.089910000000000004 -1.0000000180025095e-35 -0.006474999999999999 0.091555000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 5 6 -4 -5 -2 -3
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0099479004354897996 -0.024812688615569845 0.032199882414520285 -0.015017774116796459 0.018914615249989466 -0.0068883784305751056 0.0023720898600752081 0.0057944047141004337
leaf_weight=0.0018540041223888094 0.0011231794415587457 0.0010851770573825151 0.0015157114102459673 0.0018856595257549318 0.0015453334723100403 0.0010542799273413311 0.0010178193576327399
leaf_count=1060 660 436 559 323 324 380 168
internal_value=0 0.00192161 0.00611364 0.000456682 0.00729284 -0.0116504 0.01942
internal_weight=0 0.00922716 0.0070497 0.0049467 0.00343099 0.00217746 0.002103
internal_count=3910 2850 1810 1206 647 1040 604
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=10
num_cat=0
split_feature=484 1 0 15 4 2 3 1 133
split_gain=0.000121086 4.47403e-05 6.97613e-05 5.93315e-05 0.000119074 0.000107434 0.000122076 8.87637e-05 5.17766e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 0.11265500000000002 0.11561500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 -6 -4
right_child=1 3 8 -5 5 6 -8 -9 -10
leaf_value=-0.00064189306951187189 -0.00053142346708621579 0.00069377060593908842 0.00026427554081712813 -0.00020096947124031829 -0.0006135687001648226 0.00075933559025819712 -9.3197909121157352e-05 0.00017729116640166672 -0.00025851946929472024
leaf_weight=0.001065800071845255 0.0011374773269005119 0.0015390366680347331 0.0016945790101256398 0.0016222093197389119 0.0011930302466084707 0.0013061469884669092 0.0012772007146148248 0.0010054788524820233 0.0012773364798603763
leaf_count=627 804 456 388 498 187 219 141 156 434
internal_value=0 4.76158e-05 -0.000118476 0.000133544 0.000219394 6.67163e-05 0.000337845 -0.000251872 3.9577e-05
internal_weight=0 0.0120525 0.00410939 0.0079431 0.00632089 0.00478186 0.00258335 0.00219851 0.00297192
internal_count=3910 3283 1626 1657 1159 703 360 343 822
is_linear=0
shrinkage=0.00196078


Tree=4303
num_leaves=10
num_cat=0
split_feature=484 48 4 12 3 150 48 1 16
split_gain=9.6493e-05 4.10821e-05 9.17982e-05 6.70239e-05 9.31737e-05 0.000126461 9.00409e-05 9.34961e-05 5.22064e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.083775000000000002 0.076710000000000014 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00057637224272377881 -0.00041420935839527051 -0.00033232515565758216 0.00057826173839886511 -0.00036872577448783289 0.00048462970811594792 -0.0006637283712864194 0.00059130871386340418 -2.9392026379183146e-05 0.00051000053955217717
leaf_weight=0.0010667627848312466 0.0012464469957196725 0.0010476129604813202 0.0012329278491740253 0.0019167069957679731 0.0016920828810482735 0.0010266141143144619 0.0010880651195840311 0.0016871473855676784 0.0011671169508133458
leaf_count=627 261 137 368 1230 117 205 226 433 306
internal_value=0 3.87818e-05 7.39425e-05 1.06508e-05 7.23881e-05 -2.89164e-05 8.23147e-05 -3.37662e-05 0.000191167
internal_weight=0 0.0121047 0.0110571 0.00982418 0.00857773 0.00688565 0.00585904 0.00477097 0.00285426
internal_count=3910 3283 3146 2778 2517 2400 2195 1969 739
is_linear=0
shrinkage=0.00196078


Tree=4304
num_leaves=11
num_cat=0
split_feature=484 42 0 47 48 1 16 15 43 13
split_gain=7.67933e-05 4.1611e-05 4.89397e-05 6.89214e-05 0.000124275 9.44529e-05 8.77075e-05 6.69047e-05 7.58251e-05 0.000122104
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.084304999999999977 0.09252500000000001 0.087235000000000021 0.085110000000000005 -0.095109999999999986 -0.021529999999999997 -0.083899999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -4 -9 -10
right_child=1 2 7 -5 -6 6 -8 8 9 -11
leaf_value=-0.00052504764243629942 -0.0003278841955128891 -0.00020802765020452434 0.00061275070000019769 -0.00047245881440557801 -0.00042645447348926548 0.00092871856239047461 0.00013515524175064042 0.00045671235104927164 0.00030981240619999917 -0.00060100384661333252
leaf_weight=0.0010200282573445052 0.0010955486145232318 0.0010526831689368524 0.0012359783924145206 0.0011732693618620249 0.0014042779161253824 0.0010120892416853522 0.0011370470970421473 0.0013231857814347105 0.001161152919110738 0.001103842335342753
leaf_count=627 267 620 548 161 217 206 160 258 44 802
internal_value=0 3.59199e-05 7.35079e-05 -4.81965e-05 5.9872e-05 0.000273169 0.000508867 0.00021931 8.37866e-05 -0.000134073
internal_weight=0 0.0116991 0.0106035 0.00577937 0.0046061 0.00320182 0.00214914 0.00482416 0.00358818 0.002265
internal_count=3910 3283 3016 1364 1203 986 366 1652 1104 846
is_linear=0
shrinkage=0.00196078


Tree=4305
num_leaves=9
num_cat=0
split_feature=1 0 42 151 4 3 4 1
split_gain=1.83791e-05 4.28405e-05 3.00616e-05 3.00439e-05 4.91906e-05 3.6861e-05 5.47399e-05 0.000116749
threshold=0.076710000000000014 0.047345000000000005 0.081685000000000021 -0.086769999999999986 0.27223000000000003 -0.074234999999999982 0.053925000000000008 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 -7
right_child=3 -3 -4 4 -6 6 -8 -9
leaf_value=-0.027347884496737768 0.018764481517754637 0.0067028386109900988 -0.0030785787057604997 0.0079004066614388555 0.017931494672275242 -0.026220603110490799 -0.029430936828655219 0.016963012625426169
leaf_weight=0.0010423578495276082 0.0010097559676666579 0.0015211111084729471 0.0010000581420333428 0.0017486784484957709 0.001268315984905624 0.0011155054392075936 0.0010174763746337301 0.0014268648101497766
leaf_count=833 186 95 1080 721 383 188 96 328
internal_value=0 -0.00600228 -0.0154645 0.00270412 0.000238335 -0.00398893 -0.00982924 -0.00198449
internal_weight=0 0.00356353 0.00204242 0.0075866 0.00657684 0.00530853 0.00355985 0.00254237
internal_count=3910 2008 1913 1902 1716 1333 612 516
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=11
num_cat=0
split_feature=484 3 2 12 16 43 2 1 16 2
split_gain=9.05753e-05 4.14853e-05 3.38107e-05 7.75409e-05 0.000129997 0.000116104 5.3273e-05 0.000119008 7.57078e-05 5.19633e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.089910000000000004 0.097345000000000015 -0.089864999999999987 -0.0037249999999999996 0.10393500000000001 0.084795000000000023 -0.17157499999999998 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 9 -8 -9 -4
right_child=1 2 6 -5 5 -7 7 8 -10 -11
leaf_value=-0.00057075426551306859 0.00041243401102411325 -0.00086539114820669883 7.0003003789136838e-05 0.00033464095168478261 -0.00043956030374808964 0.00037574021652303285 -0.0006294422080531316 -0.00018929373081198465 0.00045571186126503317 0.00064019505020556007
leaf_weight=0.0010423490205860005 0.0010081874460777683 0.0010027393575375199 0.0014443312182937636 0.0010790456258345342 0.0013636920068889483 0.0013230720971168703 0.0010173475155509553 0.0013174136052410538 0.001491987510094763 0.0010695107963566385
leaf_count=627 225 416 389 184 784 312 278 202 254 239
internal_value=0 3.15935e-05 -2.96896e-06 -0.000127704 -0.000262923 -3.80731e-05 9.08401e-05 -5.48307e-05 0.000153249 0.00031259
internal_weight=0 0.0121173 0.0111091 0.00476855 0.0036895 0.00268676 0.00634059 0.00382675 0.0028094 0.00251384
internal_count=3910 3283 3058 1696 1512 1096 1362 734 456 628
is_linear=0
shrinkage=0.00196078


Tree=4307
num_leaves=11
num_cat=0
split_feature=484 1 52 0 4 47 12 48 4 52
split_gain=0.00018734 6.96586e-05 8.68384e-05 7.58789e-05 0.000125301 8.40021e-05 0.000103182 6.65893e-05 6.47344e-05 2.99883e-05
threshold=-0.0043499999999999988 0.13385500000000003 0.11401500000000002 -0.070894999999999986 -0.48072499999999996 0.09252500000000001 0.086935000000000012 0.086935000000000012 0.00096500000000000015 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 -6
right_child=1 -3 -4 4 9 -7 -8 -9 -10 -11
leaf_value=-0.00080625977188028162 0.00013080127418610394 0.00053135471049778631 -0.00047901337595760584 -0.00024288544095112734 0.00082936111054575585 -0.00048714337145160303 -0.00035473543597643075 -0.00020769014000889026 0.00069664874638592736 0.00037400276306715988
leaf_weight=0.0010507919722249895 0.0019398496065532933 0.0010799513729129037 0.0012437065167587814 0.0010538936917619812 0.001000377846082481 0.0013367569361370443 0.0016854642173317457 0.0010649784751613767 0.0012970523953774078 0.00125185749125052
leaf_count=612 548 262 487 168 180 175 913 128 173 264
internal_value=0 5.45809e-05 1.12177e-05 6.85733e-05 0.000315141 -4.27284e-05 5.64934e-05 0.000217612 0.000357541 0.00057626
internal_weight=0 0.0129539 0.0118739 0.0106302 0.00330613 0.0073241 0.00598734 0.00430188 0.0032369 0.00225224
internal_count=3910 3298 3036 2549 612 1937 1762 849 721 444
is_linear=0
shrinkage=0.00196078


Tree=4308
num_leaves=11
num_cat=0
split_feature=484 4 0 160 43 49 0 2 2 1
split_gain=0.000102245 3.7687e-05 8.36069e-05 6.32353e-05 8.2587e-05 8.08543e-05 8.83979e-05 8.67258e-05 6.87833e-05 6.81777e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.090735000000000024 -0.24333999999999997 -0.084114999999999981 -0.077944999999999987 1.0000000180025095e-35 0.10869000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 -9
right_child=1 2 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.00059320610974416329 -0.00031545773174957456 -0.00045478613141058374 0.00059046064707984512 -0.00043323088340736695 -0.00037238013701768253 -0.00036221656332337021 0.00059053768039615752 0.0001023478922087751 -7.4532362600881935e-05 0.00077490424713962016
leaf_weight=0.0010505953770723357 0.0010268290588246751 0.0010094415255795632 0.0010998334912615702 0.0010544757340727262 0.0010326035606208414 0.0012582477689009131 0.0017967196819953946 0.0011315054747536094 0.0016763033802720444 0.0011878157472167607
leaf_count=627 151 159 152 220 168 383 712 950 228 160
internal_value=0 4.41298e-05 7.69596e-05 2.13018e-05 7.40141e-05 0.000140051 0.0002151 8.67082e-05 0.000228077 0.00044679
internal_weight=0 0.0122738 0.0112469 0.0101471 0.00909264 0.0080832 0.00705059 0.00525387 0.00399562 0.00231932
internal_count=3910 3283 3132 2980 2760 2601 2433 1721 1338 1110
is_linear=0
shrinkage=0.00196078


Tree=4309
num_leaves=9
num_cat=0
split_feature=11 159 4 3 2 4 2 1
split_gain=2.02732e-05 2.60145e-05 4.34258e-05 8.3599e-05 8.19607e-05 6.78477e-05 6.05018e-05 4.92708e-05
threshold=0.077330000000000024 0.090705000000000022 -0.083329999999999987 -0.078884999999999997 0.11230000000000001 -0.23071499999999998 0.091025000000000009 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=0.00083644610970966824 -0.013136751112716808 -0.013479353558057395 -0.025745438854876165 -0.012745934773770241 -0.015618680639730077 0.034233444545792434 0.02964627173084923 0.015036194252482133
leaf_weight=0.001529089953825113 0.0010779539972317663 0.0010676889447781704 0.0011513927377837961 0.0011282335325779019 0.0015341135870898591 0.0010101698106104499 0.001264099603820899 0.0014701616501133373
leaf_count=160 279 462 1259 275 341 452 400 282
internal_value=0 0.00128666 0.00302156 -0.00128327 0.00393585 0.0141225 0.0117026 0.00297308
internal_weight=0 0.0101549 0.00908726 0.006548 0.00539661 0.00253926 0.00386249 0.0025984
internal_count=3910 3631 3169 2557 1298 612 957 557
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=10
num_cat=0
split_feature=484 52 52 0 43 43 3 12 1
split_gain=9.43907e-05 3.38584e-05 5.6504e-05 0.000104526 3.88314e-05 0.000105537 8.26705e-05 8.22356e-05 2.80913e-05
threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 -0.15109999999999998 -0.0037249999999999996 0.090325000000000003 0.081660000000000024 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 7 -7 -8
right_child=1 4 3 -5 5 6 8 -9 -10
leaf_value=-0.00057975568636956399 -0.00019211736404366135 0.00024404625215654119 -0.00017076196644938817 0.00059509758821668461 -0.00057316261381633294 0.00069858905493253248 -0.00047861412631347399 -3.0571210892836373e-05 -4.0218781413055518e-05
leaf_weight=0.0010313108825682196 0.0011262911310345102 0.0015033981384326815 0.0010624094781386262 0.0019294472061062752 0.0014341815858770731 0.0010535478543502546 0.0010045389571156083 0.001365298877550225 0.0012754682348389093
leaf_count=627 379 211 61 543 1128 121 64 602 174
internal_value=0 3.89179e-05 0.00018222 0.000323141 -3.83617e-05 -0.000107589 3.45135e-05 0.00028702 -0.00023337
internal_weight=0 0.0117546 0.00411815 0.00299186 0.00763643 0.00613304 0.00469885 0.00241885 0.00228001
internal_count=3910 3283 983 604 2300 2089 961 723 238
is_linear=0
shrinkage=0.00196078


Tree=4311
num_leaves=8
num_cat=0
split_feature=52 0 16 12 2 0 43
split_gain=1.83236e-05 4.61003e-05 5.15532e-05 3.77793e-05 4.53001e-05 5.5684e-05 3.70035e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 0.10214500000000001 0.085155000000000022 -0.13506999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=-0.010374257844487228 -0.012610064865169685 0.028437807213985394 0.0004065199832455897 -0.019941806335690565 -0.0066788629158400434 0.0030383511423942174 0.028422333181491066
leaf_weight=0.0012535476240278756 0.0019487102457826158 0.0011830519660860725 0.0014729962166770739 0.0011209166887998744 0.0019383115516785421 0.0010971886876515961 0.0012049744011940998
leaf_count=104 973 571 515 354 286 776 331
internal_value=0 0.00543217 0.0128922 -0.00304925 1.01384e-05 0.00580975 0.0163246
internal_weight=0 0.0039096 0.00265605 0.0073101 0.00618918 0.00424047 0.00230216
internal_count=3910 1190 1086 2720 2366 1393 1107
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=8
num_cat=0
split_feature=1 0 133 50 47 48 16
split_gain=2.11689e-05 4.21337e-05 4.20236e-05 2.86506e-05 6.62985e-05 6.24145e-05 7.82157e-05
threshold=0.076710000000000014 -0.083564999999999987 1.0000000180025095e-35 0.088425000000000017 0.09252500000000001 0.084500000000000006 -0.035699999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2
right_child=3 2 -4 -5 -6 -7 -8
leaf_value=-0.023852863664383814 0.038054703885532629 0.011435973458664716 -0.014410847297083052 -0.01227842084339148 -0.010707110615347362 -0.0032667103636994234 0.0054222282356215555
leaf_weight=0.0010001278471322129 0.0013682886211755806 0.0014655172036333736 0.0011020897988941792 0.0010701556236495839 0.0018436576544983603 0.0017564143458233881 0.0015857295761993835
leaf_count=1051 407 434 523 440 241 292 522
internal_value=0 -0.0064406 0.000341784 0.00289212 0.00536918 0.0116614 0.0205375
internal_weight=0 0.00356773 0.00256761 0.00762425 0.00655409 0.00471043 0.00295402
internal_count=3910 2008 957 1902 1462 1221 929
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=9
num_cat=0
split_feature=42 160 43 2 16 4 484 42
split_gain=1.94004e-05 4.75136e-05 4.54038e-05 4.31022e-05 5.64196e-05 5.18097e-05 3.84432e-05 3.50284e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013 -0.17157499999999998 0.0057500000000000008 0.042570000000000004 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 7 5 -5 -4 -2 -3
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.0093570843223121768 -0.025368402919387585 0.030311997971257013 -0.023507177430731347 -0.0088203635842119803 0.021596369217006223 0.0057631475035802189 0.0011736949121944882 0.004553992327871785
leaf_weight=0.0018728087884123329 0.0010116619481339018 0.0011088406527140474 0.0012205844005853375 0.001005907314880518 0.0015487308996134195 0.0011985046210745045 0.0011847572775228075 0.0010077951248443761
leaf_count=1060 605 419 579 165 319 143 435 185
internal_value=0 0.00179999 0.00578106 0.000560779 0.00961956 -0.00900559 -0.0110515 0.0180478
internal_weight=0 0.00928678 0.00709036 0.00497373 0.00255464 0.00241909 0.00219642 0.00211664
internal_count=3910 2850 1810 1206 484 722 1040 604
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=12
num_cat=0
split_feature=484 52 150 16 12 0 0 2 16 52 12
split_gain=0.000179273 7.71689e-05 0.000112779 7.23878e-05 6.86594e-05 6.27623e-05 8.32324e-05 0.00013101 0.000119113 6.88597e-05 3.90393e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.050115000000000007 0.10214500000000001 -0.077944999999999987 -0.14733499999999997 0.114165 -0.088144999999999987 0.091210000000000013 0.091650000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 -8 -7 -5
right_child=1 4 -4 10 -6 9 8 -9 -10 -11 -12
leaf_value=-0.00080890062569494289 0.00081805840676537256 0.00068160689928086252 -0.00024477972350501294 -4.7563340844584685e-05 -0.00049002706558519155 -0.00011500346178935521 -2.6873427326291152e-05 -0.00030527289021103378 -0.0008750939216654811 0.00055541028144215918 0.00048150208036497653
leaf_weight=0.0010226412852432304 0.0012151829447696553 0.0010000472099019836 0.0012981695149836114 0.0010639389816891726 0.0012625395716534425 0.0010402806389403865 0.0016630272192953183 0.0010710809528767207 0.0010311681293307198 0.0013579170549503114 0.0010810770967697963
leaf_count=612 291 131 151 280 299 254 583 105 716 217 271
internal_value=0 4.35445e-05 0.000246065 0.000435697 -6.84195e-05 5.88707e-06 -0.000124313 0.000171243 -0.000351519 0.000264601 0.000219083
internal_weight=0 0.0130844 0.00465837 0.0033602 0.00842606 0.00716352 0.00476532 0.00207113 0.0026942 0.0023982 0.00214502
internal_count=3910 3298 993 842 2305 2006 1535 236 1299 471 551
is_linear=0
shrinkage=0.00196078


Tree=4315
num_leaves=8
num_cat=0
split_feature=1 4 15 15 3 2 3
split_gain=2.06656e-05 4.51802e-05 3.25953e-05 7.1352e-05 6.43103e-05 0.000114861 4.22352e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 1.0000000180025095e-35 -0.017214999999999998 0.11265500000000002 0.089910000000000004 -0.072739999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.0034251602741676435 0.0085698166893342208 -0.019509324562580935 -0.010073880701258406 0.030271475111724407 -0.015422080140661036 0.030612868815238427 -0.019991270964238812
leaf_weight=0.0019957437706764575 0.0010009547486142557 0.0015079789698550605 0.0015609429812061936 0.0010190613718356629 0.0015864737501544695 0.0014330527903365278 0.0010725399321285635
leaf_count=440 251 1552 583 301 231 319 233
internal_value=0 -0.00644569 0.00282332 0.00611709 0.00128405 0.00884244 -0.00620375
internal_weight=0 0.00350372 0.00767303 0.00611208 0.00509302 0.00350655 0.00207349
internal_count=3910 1992 1918 1335 1034 803 484
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=12
num_cat=0
split_feature=484 15 15 151 48 51 0 4 43 13 52
split_gain=0.000133237 7.28258e-05 8.82526e-05 8.47598e-05 9.85149e-05 8.85806e-05 8.7664e-05 9.70619e-05 0.000128147 5.2609e-05 5.55012e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 -0.082774999999999987 0.093225000000000016 0.083165000000000017 -0.10575999999999998 -0.030814999999999995 -0.074904999999999985 0.0024700000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 9 -9 10 -8
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00068861121492311999 0.00054197591509693593 -0.00051961340153319736 0.00051224102025096831 0.00040698707056238573 0.00047951444083901791 -0.00063774904580331487 0.00050778054105674964 -0.00097145168309547419 1.817758513093532e-07 -0.00029885747064108294 -6.6767072791387236e-05
leaf_weight=0.0010592941977328853 0.0010034137845755303 0.0011696948477629933 0.0013235269772060567 0.0014698163544908608 0.0013234771971918904 0.0010198051046280843 0.001266947156342457 0.0010047234108772878 0.0010859185380505472 0.0010904595557670511 0.0013197820220158176
leaf_count=612 291 245 302 198 195 277 391 259 214 290 636
internal_value=0 3.44042e-05 -7.7772e-06 4.71262e-05 -1.71256e-05 -9.67254e-05 -2.04936e-05 -0.000129429 -0.000466767 6.23632e-05 0.000214639
internal_weight=0 0.0130776 0.0120742 0.0109045 0.00958093 0.00825745 0.00723765 0.00576783 0.00209064 0.00367719 0.00258673
internal_count=3910 3298 3007 2762 2460 2265 1988 1790 473 1317 1027
is_linear=0
shrinkage=0.00196078


Tree=4317
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 12 4 16
split_gain=2.204e-05 3.14929e-05 7.09479e-05 7.09227e-05 5.68479e-05 4.02546e-05 3.40139e-05 2.21179e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.085325000000000012 0.050655000000000006 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.02179413304870717 -0.013654355644678307 0.0086763365388127615 0.020209281130761998 -0.028339648180952311 0.017424093647498116 -0.022031073486385326 -0.012931235511281057 0.0018492657020863839
leaf_weight=0.0011176365920523364 0.0010819368785772018 0.0017338789707257861 0.0012540655430899649 0.001147149686482195 0.0012831519852187423 0.0012082035804088197 0.0012564470612031115 0.0011064552547286181
leaf_count=298 279 499 387 329 432 1437 141 108
internal_value=0 0.00136282 -0.0016022 -0.00572858 -0.000996767 -0.00662654 -0.00040253 0.0118718
internal_weight=0 0.010107 0.0078829 0.00662883 0.00548168 0.00419853 0.00299033 0.00222409
internal_count=3910 3631 3225 2838 2509 2077 640 406
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=12
num_cat=0
split_feature=42 376 47 4 1 52 3 15 43 2 1
split_gain=0.000124957 0.000132784 9.10394e-05 0.000126612 0.000104833 8.56618e-05 0.000115673 9.3874e-05 7.6007e-05 7.39427e-05 3.90532e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 0.11669500000000001 0.24280000000000004 0.11198000000000001 0.10218500000000001 0.090325000000000003 -0.07142999999999998 -0.07526999999999999 0.085155000000000022 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -9 -10 -8
right_child=1 -3 -4 4 -6 -7 10 8 9 -11 -12
leaf_value=-0.00067597569586123744 -0.00058453904829547051 0.00069212827816064791 -0.00057680581322887368 6.2265550208373221e-05 0.00087344926224220342 -0.00055661473580865856 0.00061066068752102173 0.00032897929042595772 -0.00061064393492124937 9.3569530992747586e-05 8.8094041074812497e-05
leaf_weight=0.0010255022644510446 0.0014562733666096226 0.0010839481835801064 0.0010468637194808858 0.0013953560080326715 0.0010917798235355462 0.0012566228957280193 0.0012080106919563939 0.0015890352047353761 0.0010554140364986934 0.0012548065464667113 0.0010091659713489937
leaf_count=241 565 197 149 163 266 565 96 509 525 520 114
internal_value=0 3.40934e-05 -2.35995e-05 2.75765e-05 0.000418351 -8.2501e-05 -3.82602e-06 -0.000159753 -1.10556e-06 -0.000228147 0.00037281
internal_weight=0 0.0134473 0.0123633 0.0113165 0.00248714 0.00882933 0.00757271 0.00535553 0.00389926 0.00231022 0.00221718
internal_count=3910 3669 3472 3323 429 2894 2329 2119 1554 1045 210
is_linear=0
shrinkage=0.00196078


Tree=4319
num_leaves=11
num_cat=0
split_feature=484 15 15 151 49 4 2 2 42 1
split_gain=0.000225566 5.55895e-05 7.23708e-05 6.68565e-05 0.000104855 6.83291e-05 8.99539e-05 0.000127328 0.000113455 0.000126504
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 -0.081989999999999993 -0.069934999999999983 -0.49837999999999999 0.10869000000000002 0.088675000000000018 -0.089024999999999979 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 -7 -10
right_child=1 2 3 4 5 6 -8 -9 9 -11
leaf_value=-0.00088651995923327408 0.000493353689952086 -0.00045558319702770466 0.00046872506505940369 -0.00044480727599150864 -0.00036672638529382636 0.00061495419934246703 -0.00029082112563655468 0.00070902697707211177 -0.00048617149789966809 0.00038789840736639107
leaf_weight=0.0010668748916652674 0.0010086921397349817 0.0011414643165778898 0.001367871399467255 0.0016470200055827425 0.0010495303043021199 0.0010642595028009009 0.001312740503114391 0.0017965646568610886 0.0016179956402967034 0.0010495571408058158
leaf_count=612 291 245 318 220 134 201 328 582 794 185
internal_value=0 5.11867e-05 1.41642e-05 6.33318e-05 5.19123e-06 9.91197e-05 0.000170588 0.000280151 7.36824e-05 -0.000142266
internal_weight=0 0.0130557 0.012047 0.0109055 0.00953767 0.00789065 0.00684112 0.00552838 0.00373181 0.00266755
internal_count=3910 3298 3007 2762 2444 2224 2090 1762 1180 979
is_linear=0
shrinkage=0.00196078


Tree=4320
num_leaves=9
num_cat=0
split_feature=15 151 3 2 12 12 16 1
split_gain=2.05429e-05 2.53033e-05 3.64808e-05 5.92442e-05 7.77177e-05 6.31588e-05 4.2626e-05 8.19739e-05
threshold=-0.24219999999999997 -0.088294999999999985 -0.016619999999999996 0.086650000000000019 0.089570000000000025 0.095450000000000021 -0.094359999999999986 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -4 -8
right_child=1 2 6 4 -6 -7 7 -9
leaf_value=0.013434791962178665 0.013578434500890517 -0.022322632890223907 -0.024696615071581322 0.031184131450226235 -0.0059397596800454429 0.010568414040703647 -0.018161195155280131 0.01358620870618143
leaf_weight=0.001018371910377837 0.0010089174284439719 0.0013345510373382287 0.0013081064508698986 0.001264883597654503 0.0010175710177621436 0.001037836028051338 0.0017415654273770444 0.0015259281426708861
leaf_count=317 284 1036 174 572 867 222 213 225
internal_value=0 -0.00145769 -0.00310119 0.00313174 0.0146334 -0.00793395 -0.00944207 -0.00333507
internal_weight=0 0.0102394 0.00923044 0.00465484 0.00228245 0.00237239 0.0045756 0.00326749
internal_count=3910 3593 3309 2697 1439 1258 612 438
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=9
num_cat=0
split_feature=11 13 39 0 49 15 3 52
split_gain=2.0161e-05 2.94424e-05 5.52925e-05 6.21435e-05 5.13211e-05 4.67364e-05 6.70982e-05 3.93599e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 -0.095799999999999982 -0.075679999999999983 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.023405752683750249 -0.013049387876017211 -0.019301567572852799 0.017691602491609594 -0.026389891036314506 -0.0086019116402005335 -0.0067927903119059541 0.025865649355701032 -0.0032860694958215687
leaf_weight=0.0012309328369429528 0.001085877057893341 0.0011777443404014419 0.0012529291400338516 0.0011464048507701177 0.0017108450024152901 0.0010561248332459595 0.0015559060866420903 0.0010022955674551346
leaf_count=237 279 160 387 329 329 1593 427 169
internal_value=0 0.00128802 -0.00157793 -0.00521013 -0.000795976 0.00424577 0.0126608 0.0114262
internal_weight=0 0.0101332 0.00789995 0.00664703 0.00550062 0.00432288 0.00261203 0.00223323
internal_count=3910 3631 3225 2838 2509 2349 2020 406
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=10
num_cat=0
split_feature=52 52 160 160 42 49 12 3 160
split_gain=2.01172e-05 3.8218e-05 4.46286e-05 3.92076e-05 9.41261e-05 8.4101e-05 8.19086e-05 7.45501e-05 5.58953e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087260000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.027609999999999996 0.092365000000000017 -0.010319999999999998 -0.087309999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 -6 7 -7 -3
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.013564092347011936 0.017714182043208414 0.0061827430398132708 -0.020635405582465002 -0.020366992524116976 0.037274788503068083 0.031329912074857698 -0.01878830767788197 -0.0022488073723664166 -0.02664443513753478
leaf_weight=0.0010080882940767611 0.0012377458069427237 0.0010333796171703899 0.0010280504594180869 0.0011187398924924763 0.0010226583999804425 0.0012993498162054214 0.0010481321649248782 0.0013462024203104504 0.0010414137124389856
leaf_count=425 376 645 271 673 178 414 282 199 447
internal_value=0 0.00124564 -0.00103497 0.00151251 0.00571072 0.0118965 0.00487008 0.0142432 -0.0102944
internal_weight=0 0.0101757 0.00893793 0.00790988 0.00583508 0.00471634 0.00369368 0.00264555 0.00207479
internal_count=3910 3485 3109 2838 1746 1073 895 613 1092
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=10
num_cat=0
split_feature=484 124 4 160 1 2 2 13 3
split_gain=8.54869e-05 3.4169e-05 8.55229e-05 6.8118e-05 6.72966e-05 6.6961e-05 0.000105666 9.64015e-05 1.91247e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.39075499999999991 0.090735000000000024 0.12864500000000004 0.10796500000000002 0.086875000000000022 -0.0038299999999999996 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -7
right_child=1 2 3 -5 -6 8 -8 -9 -10
leaf_value=-0.00054474096234690154 -0.00026865975812940504 0.00054917190378135996 -0.00044397572640238436 -0.00046685755745505715 0.00053736087507398275 -0.00011258005943010751 0.00048493932455895153 0.00022335824026010226 -0.00049465413727433369
leaf_weight=0.0010535566530884806 0.001249163756673226 0.0012814162658303313 0.0015808140420478403 0.0010291948345894615 0.0010286679922611756 0.0010139347717179528 0.0019170909058724046 0.0017575693248082047 0.0010008935461475743
leaf_count=627 306 202 848 194 207 302 878 264 82
internal_value=0 3.80773e-05 7.41922e-05 8.94397e-06 6.79504e-05 1.53396e-06 0.000118048 -9.26423e-05 -0.000302381
internal_weight=0 0.0118587 0.0106096 0.00932817 0.00829897 0.0072703 0.00525547 0.00333838 0.00201483
internal_count=3910 3283 2977 2775 2581 2374 1990 1112 384
is_linear=0
shrinkage=0.00196078


Tree=4324
num_leaves=11
num_cat=0
split_feature=484 1 0 15 47 48 160 15 52 15
split_gain=0.000130441 4.98927e-05 0.000112987 8.5347e-05 8.86401e-05 8.17747e-05 0.000179968 5.53951e-05 6.71123e-05 2.63703e-05
threshold=-0.0043499999999999988 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.087850000000000025 0.086285000000000014 -0.080184999999999992 0.041585000000000004 0.091715000000000005 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 -4 -6
right_child=1 3 7 -5 9 -7 -8 -9 -10 -11
leaf_value=-0.00068967665097852972 -0.0007036360160203799 2.6876773725483295e-05 -0.00048363171183851613 -0.00026000851882598022 0.00020804773918043842 3.9597038151980328e-05 0.0010955355782024398 0.00042077094266565799 0.00020298522293447731 -0.00018792409381863522
leaf_weight=0.0010093001390306172 0.0010063061316930972 0.0010599523924847548 0.0010575321321283455 0.0016992011944103125 0.0010468094416456173 0.0013629107302082556 0.0014142472296684039 0.0010424807857487336 0.0011344010289424168 0.0016913814467660708
leaf_count=612 783 181 254 498 105 186 507 516 83 185
internal_value=0 4.30935e-05 -0.00012984 0.000131723 0.000232955 0.000425271 0.00063772 4.86815e-05 -0.000128284 -3.65442e-05
internal_weight=0 0.0125152 0.00424072 0.0082745 0.0065753 0.00383711 0.0024742 0.00323441 0.00219193 0.00273819
internal_count=3910 3298 1636 1662 1164 874 688 853 337 290
is_linear=0
shrinkage=0.00196078


Tree=4325
num_leaves=11
num_cat=0
split_feature=484 42 160 151 42 4 15 1 52 1
split_gain=8.24642e-05 4.24576e-05 5.72173e-05 6.13584e-05 5.70663e-05 6.26461e-05 0.000121108 9.73155e-05 4.62009e-05 4.15984e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.0088999999999999982 0.091955000000000023 0.25367000000000006 -0.075094999999999981 0.088495000000000018 0.084240000000000023 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 -4 5 6 -5 8 -8 -2
right_child=1 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00053337091210790746 -0.00049440045998212496 -0.00030050503839180125 -0.00018378772440491662 -0.00037443398613864733 -0.00014284020353143791 0.00074268902666887234 0.00079132965356749105 -0.00013140969953932423 0.00025962741901071703 4.5539642594162904e-05
leaf_weight=0.0010547077081881793 0.0010358621888247174 0.0012484089419536369 0.0017209638652764762 0.0010411687986261776 0.0012943085283135492 0.0010627706994591167 0.0016001892595158872 0.0010174132661622207 0.0010345036261558693 0.0011661970069858155
leaf_count=627 811 537 353 157 518 162 188 231 150 176
internal_value=0 3.80695e-05 9.2248e-05 0.000148148 0.000229172 0.000312823 0.000215482 0.000383659 0.000582558 -0.000208452
internal_weight=0 0.0122218 0.0100197 0.00877132 0.00705035 0.00575605 0.00469327 0.00365211 0.00263469 0.00220206
internal_count=3910 3283 2296 1759 1406 888 726 569 338 987
is_linear=0
shrinkage=0.00196078


Tree=4326
num_leaves=7
num_cat=0
split_feature=15 16 2 4 15 1
split_gain=2.08617e-05 2.47214e-05 4.649e-05 7.91419e-05 3.84716e-05 4.78262e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.11043500000000002 -0.08422499999999998 -0.0063699999999999989 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.013533446021549132 -0.013160674896694625 -0.01986872161036754 0.015096312094775192 -0.015631208700772375 0.015160230626093349 0.0092936273843709349
leaf_weight=0.0010205858684060433 0.0015347096226566532 0.0019986716542461022 0.0017645012612813515 0.0015324783911609399 0.001841820983652325 0.0015469530310426153
leaf_count=317 323 695 434 931 950 260
internal_value=0 -0.00146066 0.000606967 -0.00308765 0.00372766 -0.00311021
internal_weight=0 0.0102191 0.00868443 0.00691992 0.00492125 0.00307943
internal_count=3910 3593 3270 2836 2141 1191
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=9
num_cat=0
split_feature=484 42 42 51 43 16 2 13
split_gain=9.95866e-05 3.92576e-05 4.74693e-05 7.1376e-05 0.000103171 5.59595e-05 9.43143e-05 0.000155922
threshold=-1.0000000180025095e-35 -0.09602999999999999 0.091955000000000023 -0.07742499999999998 -0.06705499999999999 -0.19424999999999998 0.10648500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00058796113203302602 -0.00030921006412834042 -0.00029567318499562173 -0.00023162210840492424 0.00059207016208950988 -0.00020312953739813893 -0.00053804842536148503 0.00064699047086346861 0.00038743915256118206
leaf_weight=0.001063795142859209 0.0011365707350052016 0.0013139212950133315 0.0016630862468270313 0.0019324393369392805 0.0019371166495300391 0.0011931541591877965 0.0012646124349880187 0.0016929213251697481
leaf_count=627 267 401 714 687 276 559 174 205
internal_value=0 3.77159e-05 7.35708e-05 0.000127948 0.000197348 7.20516e-05 0.000200478 4.82638e-06
internal_weight=0 0.0121338 0.0109973 0.00933417 0.00802024 0.0060878 0.00415069 0.00288608
internal_count=3910 3283 3016 2302 1901 1214 938 764
is_linear=0
shrinkage=0.00196078


Tree=4328
num_leaves=9
num_cat=0
split_feature=484 4 12 150 12 3 15 4
split_gain=8.77564e-05 4.16944e-05 6.05634e-05 7.73305e-05 5.39307e-05 5.92892e-05 4.13139e-05 9.41552e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.036459999999999992 0.086420000000000011 0.10673000000000001 -0.089974999999999986 -0.075094999999999981 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=-0.00054866869051841663 -0.00040041876446980646 0.00032156631084798832 -0.00012865396471436422 -0.0003620427863657417 -0.00029511391423341982 9.6437250073210029e-06 0.00011768173549165911 0.00075362132910196053
leaf_weight=0.0010657121356822995 0.0013230996955705459 0.0017141464892142843 0.0016628574986973258 0.0014784876552736848 0.001006640819300457 0.0013739236178098445 0.0019524637662471874 0.0016528433770849043
leaf_count=627 282 420 539 247 245 363 975 212
internal_value=0 3.81252e-05 -8.36717e-06 4.84654e-05 0.000127816 0.000191913 0.000298969 0.000409227
internal_weight=0 0.0121645 0.0104503 0.00912722 0.00764873 0.00664209 0.00497923 0.00360531
internal_count=3910 3283 2863 2581 2334 2089 1550 1187
is_linear=0
shrinkage=0.00196078


Tree=4329
num_leaves=9
num_cat=0
split_feature=0 43 4 4 15 1 3 4
split_gain=1.98801e-05 3.86414e-05 4.73704e-05 0.000116783 4.71264e-05 4.32426e-05 5.45396e-05 3.21691e-05
threshold=1.0000000180025095e-35 -0.079109999999999986 -0.06272999999999998 -1.0000000180025095e-35 -0.017214999999999998 0.10420500000000001 0.12046500000000002 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 -7 -2
right_child=7 2 3 5 -6 6 -8 -9
leaf_value=-0.026444375783395882 -0.0040759426995076653 -0.015354818143111144 0.034156282450451256 -0.014643421068970272 0.00041850203317593277 0.018812717499814315 -0.011009154937891626 0.020589822160150893
leaf_weight=0.0012483781786643167 0.0010265184486335194 0.0012702946599169665 0.0011616320289095849 0.0015934951643839417 0.0013695042462722564 0.0014730518193198511 0.0010506680490687025 0.0010904047198276082
leaf_count=695 187 1025 375 495 532 241 153 207
internal_value=0 -0.00212246 0.00198237 0.00615436 -0.0123915 -0.0017461 0.00639736 0.00862913
internal_weight=0 0.00916702 0.00654914 0.00527885 0.00261788 0.00411722 0.00252372 0.00211692
internal_count=3910 3516 2289 1264 1227 889 394 394
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=11
num_cat=0
split_feature=484 52 52 160 150 49 15 0 52 0
split_gain=7.82111e-05 3.97027e-05 8.07338e-05 5.41262e-05 5.90425e-05 5.40608e-05 4.66774e-05 9.05963e-05 0.000144234 6.00365e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.087260000000000018 0.081245000000000026 -0.0019649999999999997 -0.10981499999999998 -0.10071499999999999 0.083750000000000005 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 -9 -10
right_child=1 2 3 -5 -6 6 7 8 9 -11
leaf_value=-0.0005159104938385876 -0.00030329531523333187 0.00053031375712418271 -0.00041990773088653984 -0.00040066631293691037 0.00050061618446981145 -0.0002140423675060598 0.00063833331967686673 -0.0004874514352148665 0.000610178164015197 -2.5918124439234025e-05
leaf_weight=0.0010631592486296778 0.0011784344003373014 0.0013196880886306135 0.001000448259220266 0.0010789055414520557 0.0010511369686697636 0.001661380166600908 0.0011840729041418655 0.0013755601214245935 0.0012316752139696328 0.0010626384933229858
leaf_count=627 379 279 108 188 346 390 150 548 847 48
internal_value=0 3.8701e-05 7.54545e-05 1.32231e-05 6.53478e-05 4.47225e-06 6.96371e-05 0.000166733 1.4573e-05 0.000315563
internal_weight=0 0.0121439 0.0109655 0.00964582 0.00856691 0.00751578 0.00651533 0.00485395 0.00366987 0.00229431
internal_count=3910 3283 2904 2625 2437 2091 1983 1593 1443 895
is_linear=0
shrinkage=0.00196078


Tree=4331
num_leaves=11
num_cat=0
split_feature=158 48 50 4 124 3 150 2 0 43
split_gain=0.000140384 9.18714e-05 0.000150841 0.000151524 8.43626e-05 0.000236096 9.78265e-05 7.59767e-05 0.00011382 9.50582e-05
threshold=0.084965000000000027 0.12649500000000002 0.088425000000000017 0.27020000000000005 -0.018779999999999995 0.10666500000000002 0.086765000000000023 0.094010000000000024 -0.077944999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00056196822696945791 -0.00082739225988563898 -0.00066594357663397885 -0.00074642906035864371 0.00061731066583576818 -0.0005732917731398491 0.00061839371748341877 -0.00071683528401111278 -0.00048112945916623027 0.00052163870479432831 0.00013365629294074399
leaf_weight=0.0011710226573063498 0.0010898884835236012 0.0010034937812284902 0.0010869216758692323 0.0014195324525644584 0.0012463398721478404 0.0018565918280685351 0.001063501200245673 0.0013230361109440505 0.0013783132876947699 0.0017694567820277711
leaf_count=165 423 125 628 316 813 120 201 565 235 319
internal_value=0 -9.54485e-05 -4.89604e-05 1.8559e-05 -6.80972e-05 -1.13901e-06 -0.000170772 -6.91932e-05 5.4838e-05 -0.000158505
internal_weight=0 0.0133182 0.0123147 0.0112278 0.00980826 0.00863724 0.00678065 0.00571715 0.00439411 0.0030158
internal_count=3910 3487 3362 2734 2418 2253 2133 1932 1367 1132
is_linear=0
shrinkage=0.00196078


Tree=4332
num_leaves=10
num_cat=0
split_feature=484 124 13 132 0 16 1 2 1
split_gain=0.00010072 3.18312e-05 9.57496e-05 9.44126e-05 7.40077e-05 8.77497e-05 9.05308e-05 5.30471e-05 7.2152e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.23438999999999996 0.079995000000000011 -0.053834999999999994 -0.30307999999999996 0.11257500000000001 0.09116500000000001 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0005951351642359226 -0.00026122870884114904 0.00056715024961616497 -0.00040790842893818343 0.00056479041238059887 -0.00041201210382748406 0.00053161608818053129 0.00064092598989456755 -0.00036592666502670187 -8.7335215897928133e-05
leaf_weight=0.0010659624149060827 0.0012622216445159163 0.0012994881439137755 0.0013964506439594461 0.0010167454543121767 0.0018701870693154836 0.0011485296294833848 0.0011153995174712703 0.0010635908652989689 0.0019594095516374706
leaf_count=627 306 169 221 286 395 810 73 468 555
internal_value=0 3.35067e-05 6.7732e-05 -8.06618e-08 -6.72258e-05 2.92546e-05 0.000144724 1.20472e-05 0.000141396
internal_weight=0 0.012132 0.0108698 0.00957031 0.00855357 0.00668338 0.00528693 0.00417153 0.00310794
internal_count=3910 3283 2977 2808 2522 2127 1906 1833 1365
is_linear=0
shrinkage=0.00196078


Tree=4333
num_leaves=10
num_cat=0
split_feature=484 48 4 12 150 48 42 13 43
split_gain=8.68015e-05 3.70927e-05 0.000102281 8.62953e-05 6.71551e-05 7.0839e-05 6.23687e-05 9.385e-05 8.47046e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.086420000000000011 0.016865000000000002 -0.089024999999999979 -0.094679999999999986 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.00054069405144766512 -0.00046818031532391868 -0.00031905871273600432 0.0005924690128675423 0.00047437680264160117 -0.00033978753626574571 0.00056570078696679287 0.00032892594240374671 0.00010327397814457385 -0.00054733655076763847
leaf_weight=0.0010740258140759492 0.001285452046322918 0.0010083288707795476 0.0012911336364341561 0.001127443847180087 0.0012653665974904638 0.0012932704878055963 0.001721182744453334 0.0014479905575383888 0.0016415385477292579
leaf_count=627 261 137 368 321 241 261 156 449 1089
internal_value=0 4.09798e-05 7.37645e-05 5.30201e-06 7.69336e-05 0.000149852 5.92845e-05 -3.7997e-05 -0.000242411
internal_weight=0 0.0120817 0.0110734 0.00978224 0.00849679 0.00723143 0.00593816 0.00481071 0.00308953
internal_count=3910 3283 3146 2778 2517 2276 2015 1694 1538
is_linear=0
shrinkage=0.00196078


Tree=4334
num_leaves=11
num_cat=0
split_feature=484 4 12 150 1 48 13 15 3 0
split_gain=7.73123e-05 4.74879e-05 5.75048e-05 7.55271e-05 6.73075e-05 6.86229e-05 0.000101355 0.000112901 4.82505e-05 8.31442e-06
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.036459999999999992 0.086420000000000011 0.12811000000000003 0.016865000000000002 0.0024700000000000004 -0.0058549999999999991 -0.084014999999999992 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9 -10
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11
leaf_value=-0.00052457128469761785 -0.00041375127460476272 0.00031886268132464655 -0.00049295567568214424 -0.00037328259412794341 0.00057777142769317735 0.00041921139951245394 -0.00056874433513635046 0.0006050750067310652 0.00021417496947263197 -3.6976465326191709e-05
leaf_weight=0.0010904125422816881 0.0013112660443344087 0.0017546333254134924 0.0010029541384318679 0.001526581201996371 0.0010032533720307768 0.001399572835320979 0.0012049975378613962 0.0010526422777396107 0.0010058902171381982 0.0010213524849066692
leaf_count=627 282 420 411 247 64 294 417 424 258 466
internal_value=0 2.02164e-05 -2.95546e-05 2.51021e-05 0.000104181 3.3132e-05 -6.90546e-05 7.84224e-05 0.00026449 8.76415e-05
internal_weight=0 0.0122831 0.0105285 0.00921724 0.00769066 0.00668741 0.00528784 0.00408284 0.00307988 0.00202724
internal_count=3910 3283 2863 2581 2334 2270 1976 1559 1148 724
is_linear=0
shrinkage=0.00196078


Tree=4335
num_leaves=11
num_cat=0
split_feature=484 15 42 1 16 4 151 2 3 4
split_gain=0.000146284 5.59421e-05 0.000150195 8.76586e-05 0.000127981 7.01481e-05 8.46261e-05 0.000152237 6.28396e-05 3.28045e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 -0.087654999999999983 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 9 -7 -8 -3 -5
right_child=1 2 -4 5 -6 6 7 -9 -10 -11
leaf_value=-0.0007314203121270153 -0.00056645114448739063 -0.00016196890465643865 0.000391398992656073 0.00029115987434861736 0.00027868911010775352 -0.00034866408532649445 -0.00013100130533103823 0.00068641616584777282 -0.00084304860153792136 0.00078765017326329475
leaf_weight=0.001020709661563062 0.0014982080857113347 0.0010625515527700174 0.001132090727431985 0.0010240305040761189 0.0012752590354247672 0.0011856859792104563 0.00184467458193445 0.001668109673531292 0.0010215811203006233 0.0010225653462775167
leaf_count=612 584 369 620 271 194 145 263 267 364 221
internal_value=0 4.00504e-05 -0.000183521 0.000115593 -0.00017785 0.000236252 0.00010428 0.000257164 -0.000495814 0.000539227
internal_weight=0 0.0127348 0.00321622 0.00951853 0.00277347 0.00674507 0.00469847 0.00351278 0.00208413 0.0020466
internal_count=3910 3298 1353 1945 778 1167 675 530 733 492
is_linear=0
shrinkage=0.00196078


Tree=4336
num_leaves=12
num_cat=0
split_feature=484 48 48 52 13 13 160 0 1 42 2
split_gain=0.000102987 4.2395e-05 7.12222e-05 5.19933e-05 9.47257e-05 6.33985e-05 7.19002e-05 6.307e-05 3.91362e-05 5.34778e-05 5.96955e-06
threshold=-1.0000000180025095e-35 0.11930500000000001 0.093225000000000016 0.11401500000000002 -0.094679999999999986 -0.032264999999999995 -0.061284999999999992 -0.084304999999999977 0.10662500000000001 -1.0000000180025095e-35 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 -2 9 -8 -11
right_child=1 -3 -4 -5 5 6 8 -9 -10 10 -12
leaf_value=-0.00059411307704661893 9.2490120149769058e-05 -0.00034275810982404859 0.00050674807878460016 -0.00039211434687309735 -0.00041598201367267157 0.00049985805554481305 -0.0003011805805731319 0.00078602090011468517 -0.00037160948597888486 0.00012861969248602811 0.00034001328601810109
leaf_weight=0.0010862129101797532 0.0010126052337049614 0.0010399364008377337 0.0012780887641789052 0.0010755320157951062 0.0014118152790443669 0.0010928428806608196 0.0010889624370813947 0.0010039906879936947 0.0011574428908169123 0.0010085209599586466 0.0010465474667769731
leaf_count=627 200 137 215 466 918 144 665 78 183 118 159
internal_value=0 3.59148e-05 7.11496e-05 1.4904e-05 6.45214e-05 -4.60701e-05 5.07443e-05 0.000437774 -6.33586e-05 5.01208e-05 0.000236272
internal_weight=0 0.0122163 0.0111763 0.00989826 0.00882273 0.00680613 0.00539432 0.0020166 0.00430147 0.00314403 0.00205507
internal_count=3910 3283 3146 2931 2465 2187 1269 278 1125 942 277
is_linear=0
shrinkage=0.00196078


Tree=4337
num_leaves=11
num_cat=0
split_feature=484 11 3 49 133 160 2 4 4 52
split_gain=0.000149733 6.12151e-05 7.94869e-05 6.41944e-05 7.2289e-05 0.000127367 0.00012239 0.000101148 7.94766e-05 5.1225e-05
threshold=-0.0043499999999999988 0.079700000000000007 -0.12008499999999998 -0.069934999999999983 -1.0000000180025095e-35 -0.080184999999999992 0.11635500000000001 0.074650000000000008 -1.0000000180025095e-35 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 9 -7
right_child=1 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.0007424720436023472 0.0005386041190389312 -0.00041122566913271829 -0.00029872039954037554 -0.00032670839093057241 -0.00041595345064492968 0.00073795500476930116 -0.00033009105486081329 0.00085291028454126481 -0.00015717589210376818 0.00015397020904894722
leaf_weight=0.0010177878372234659 0.0012913337068984438 0.0010653889761352885 0.0019422133276521284 0.0013144507911791179 0.0011801540507210672 0.0011873606671395304 0.0010222391274724149 0.0014408774110741805 0.0012664907092787996 0.0011242893453295086
leaf_count=612 159 230 322 888 429 462 252 179 148 229
internal_value=0 3.88525e-05 7.95944e-05 2.30253e-05 9.6234e-05 0.000173218 0.000288313 0.000414265 0.000237627 0.000453929
internal_weight=0 0.0128348 0.0117694 0.0104781 0.00853586 0.00722141 0.00604126 0.00501902 0.00357814 0.00231165
internal_count=3910 3298 3068 2909 2587 1699 1270 1018 839 691
is_linear=0
shrinkage=0.00196078


Tree=4338
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 133 1 4
split_gain=2.98608e-05 6.77848e-05 7.42178e-05 7.03684e-05 4.4542e-05 5.11867e-05 7.43045e-05 5.67525e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 0.065880000000000008 0.11198000000000001 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.025095176943856302 -0.016731238156930027 0.023978301725223482 -0.025899999657054695 -0.0012624807079645516 -0.015644469418164792 0.018420876306355347 0.020017488769714667 -0.030676597452564888
leaf_weight=0.0011127477118026965 0.0010081945800536991 0.0011698833307231963 0.0011043010506612541 0.0018679626526273488 0.0017804709885712779 0.001481837134359165 0.0010027151036656381 0.0010109638534974291
leaf_count=128 161 279 398 768 1150 566 182 278
internal_value=0 0.00128364 -0.00155261 0.00170376 -0.0019397 0.00260976 -0.00342622 -0.0115915
internal_weight=0 0.0105309 0.009361 0.0082567 0.00714395 0.00536348 0.00388164 0.00287893
internal_count=3910 3749 3470 3072 2944 1794 1228 1046
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 2 52 13
split_gain=2.42597e-05 5.85104e-05 5.58739e-05 7.20638e-05 5.61832e-05 4.9009e-05 4.15661e-05 4.7936e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085285000000000014 0.094010000000000024 -0.0025949999999999997 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.021709929313430673 -0.015100535876676769 0.021055207668729068 -0.0074990571156904112 0.020608106529436194 -0.024382988988438097 -0.017368011158503765 -0.0034715398536935139 0.023846332684163841
leaf_weight=0.0012057014373402985 0.0010055134512335319 0.0012955847698710955 0.001498706480423829 0.0015674356207519211 0.0010567771079671969 0.0011584686208865741 0.0010487716939112349 0.0016575498900019236
leaf_count=275 161 388 641 130 227 712 1024 352
internal_value=0 0.0011597 -0.00164408 0.00138475 -0.00330842 0.000843937 0.00586126 0.0132599
internal_weight=0 0.010489 0.00919341 0.00798771 0.00642027 0.0053635 0.00420503 0.00270632
internal_count=3910 3749 3361 3086 2956 2729 2017 1376
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=11
num_cat=0
split_feature=484 42 43 3 16 16 52 4 0 2
split_gain=7.2892e-05 3.83914e-05 5.48542e-05 0.000125102 7.98119e-05 5.73968e-05 0.000113577 5.87646e-05 5.19125e-05 2.16814e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.15737500000000001 -0.19424999999999998 1.0000000180025095e-35 0.0057500000000000008 -0.077944999999999987 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 9 7 -7 -3 -4
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00050559128951586539 -0.00032657277318267231 -0.00026595312126958116 4.4059988676386832e-06 0.00081264446878635474 -0.0004454040779694183 -0.00025046499528209241 0.00075010644391595614 0.00032124337716295601 0.00031808676253029507 -0.0003958931463602872
leaf_weight=0.0010630709150964623 0.0010563050162754424 0.0012261462056929165 0.0010543736830751643 0.001106322483077439 0.0014348144117444393 0.0015644016650689717 0.0010817910020912069 0.0012384486571233389 0.0011192163140081514 0.0010268227612402249
leaf_count=627 254 533 181 333 297 514 677 146 194 154
internal_value=0 3.02748e-05 6.50084e-05 0.000269132 -3.01953e-05 6.96646e-05 0.000210437 2.14623e-06 1.2753e-05 -0.000193094
internal_weight=0 0.0119086 0.0108523 0.00345169 0.00740065 0.00596584 0.00388464 0.00280285 0.00234536 0.0020812
internal_count=3910 3283 3029 1060 1969 1672 1337 660 727 335
is_linear=0
shrinkage=0.00196078


Tree=4341
num_leaves=11
num_cat=0
split_feature=484 474 160 42 51 52 0 47 4 2
split_gain=0.000128626 5.06729e-05 7.11748e-05 7.7633e-05 6.01815e-05 5.83465e-05 8.39863e-05 0.000101578 0.000176666 0.00012159
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.090935000000000016 0.098910000000000012 -0.06402999999999999 0.09252500000000001 0.05309500000000001 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00068634767532292239 -0.00042582922901335837 0.00045044341262293167 -0.00030030672194578231 -0.00064717898701841545 0.0005790008973454476 -0.00033462025984822154 0.00059418645622963222 -0.00048099220168479768 0.00072140947133364226 0.00028040102900696664
leaf_weight=0.0010208010776286405 0.001334688251804445 0.0010469376470547661 0.0019096082769260178 0.001038920497791045 0.0010416116121910448 0.0011286743910222871 0.0012928069565136865 0.0011359890477423704 0.0014491827417218196 0.0011389407071952518
leaf_count=612 556 318 844 370 180 153 298 128 238 213
internal_value=0 3.74998e-05 -1.90702e-07 5.5858e-05 0.000138538 7.46795e-05 0.000150964 3.06622e-05 0.000190912 -0.000162089
internal_weight=0 0.0125174 0.0114704 0.0101357 0.00822613 0.00718451 0.00605584 0.00476303 0.00362704 0.00217786
internal_count=3910 3298 2980 2424 1580 1400 1247 949 821 583
is_linear=0
shrinkage=0.00196078


Tree=4342
num_leaves=9
num_cat=0
split_feature=124 13 13 48 1 49 52 52
split_gain=2.52326e-05 3.40776e-05 4.75176e-05 3.55747e-05 6.31784e-05 7.23834e-05 8.6162e-05 6.04196e-05
threshold=-0.061329999999999989 0.17936000000000002 0.00079000000000000012 0.11028500000000001 0.11198000000000001 -0.07107999999999999 0.084240000000000023 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.014816478188552116 -0.027743118685885932 -0.018417556642893827 0.018666148391896495 -0.018337952516545363 0.020112008547582827 -0.0063109456514659759 -0.020349178681452043 0.021232904242593574
leaf_weight=0.0010130288052792201 0.0010704027648389281 0.0010936125787703787 0.0012174677984868017 0.001209842076031766 0.0013012268648879693 0.0013596486840914133 0.0013300591864529054 0.0019224319954648228
leaf_count=310 199 196 522 159 306 479 824 915
internal_value=0 -0.00170931 0.000232271 -0.00250677 0.000235762 -0.00431563 0.0011215 0.00982247
internal_weight=0 0.0105047 0.00941108 0.00819361 0.00698377 0.00568254 0.00461214 0.00328208
internal_count=3910 3600 3404 2882 2723 2417 2218 1394
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=9
num_cat=0
split_feature=150 151 151 52 13 2 4 15
split_gain=2.81533e-05 6.99722e-05 6.511e-05 4.46318e-05 6.76171e-05 0.000107738 2.95019e-05 3.30358e-05
threshold=0.083205000000000015 -1.0000000180025095e-35 -0.056409999999999995 0.11401500000000002 -0.074599999999999986 0.091525000000000009 -0.08422499999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 -6 -8
right_child=2 3 -4 -5 6 -7 7 -9
leaf_value=-0.025604131406773419 0.027558029337773727 -0.0068831719472912563 -0.0071846859866638545 -0.016712238280610869 -0.016104403071751202 0.033575151768483726 -0.0071111722710351368 0.014871954539992453
leaf_weight=0.0011592418606761754 0.0010711107050800322 0.0011534654916646862 0.001086645889641196 0.0012530432807208907 0.0013773487735299814 0.0015329110892473119 0.0017004254000321497 0.0011431916888768408
leaf_count=365 313 595 191 562 561 272 565 486
internal_value=0 -0.00261451 0.0100616 0.000651337 0.00380122 0.0162033 -0.00409193 0.00172649
internal_weight=0 0.00931963 0.00215776 0.00816039 0.00690734 0.00268638 0.00422097 0.00284362
internal_count=3910 3406 504 3041 2479 867 1612 1051
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=9
num_cat=0
split_feature=52 150 159 52 15 2 16 43
split_gain=2.30536e-05 4.87899e-05 6.42417e-05 0.000121646 5.10627e-05 7.5957e-05 4.66739e-05 7.86394e-05
threshold=-0.27466499999999994 0.083205000000000015 0.090705000000000022 -0.048794999999999991 -0.11739999999999999 0.10113500000000002 -0.11180499999999999 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.014485013165471829 0.033469110653815345 0.015571463736452552 -0.025806765496641348 -0.021122843287283855 0.0265999004181557 -0.016934958464596347 -0.018748388536570838 0.017693639975864567
leaf_weight=0.0010290555060774214 0.0010066377233516974 0.0019263424904575029 0.0010041829958967905 0.0013596970448111348 0.0010593087042951852 0.0016546281186877732 0.0010714811279792153 0.0013236945261067808
leaf_count=425 294 483 423 357 196 293 957 482
internal_value=0 0.00120515 -0.00205849 0.00113164 -0.00390053 0.000682873 0.00912146 0.00139131
internal_weight=0 0.010406 0.00847963 0.00747545 0.00646881 0.00510911 0.00345448 0.00239518
internal_count=3910 3485 3002 2579 2285 1928 1635 1439
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=11
num_cat=0
split_feature=484 15 51 3 12 43 2 0 1 13
split_gain=9.88459e-05 6.85196e-05 5.70107e-05 6.15564e-05 8.03337e-05 9.74933e-05 7.71325e-05 9.49305e-05 7.73385e-05 2.41154e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.090935000000000016 0.11265500000000002 0.088590000000000016 -0.074254999999999988 0.088405000000000025 -0.084304999999999977 0.083370000000000014 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 9 7 -3 -8 -6
right_child=1 2 -4 -5 5 -7 8 -9 -10 -11
leaf_value=-0.00058498216514071334 0.00052451672886531114 -0.00038897568776945359 0.00039592413737982656 -0.00036876609493667384 -0.00020874860798123543 -0.00073771054117901505 7.4254723762204273e-05 0.00032266870161794096 0.00075716530520455257 0.00021677175118935181
leaf_weight=0.0010833047433833646 0.001000674173286969 0.0015599192319038736 0.0011935189378321403 0.0019692381394454022 0.0010092748038650423 0.0010080598083315167 0.0013076269436864602 0.0013395324447750614 0.0012442260902044626 0.0010393711492293171
leaf_count=627 291 522 316 146 215 774 240 331 197 251
internal_value=0 3.21058e-05 -1.01144e-05 -5.63684e-05 1.59382e-05 -0.000238503 0.000158611 -6.01995e-05 0.000407227 7.1372e-06
internal_weight=0 0.0126714 0.0116708 0.0104772 0.00850801 0.00305671 0.0054513 0.00289945 0.00255185 0.00204865
internal_count=3910 3283 2992 2676 2530 1240 1290 853 437 466
is_linear=0
shrinkage=0.00196078


Tree=4346
num_leaves=10
num_cat=0
split_feature=484 52 52 43 43 43 12 2 2
split_gain=0.000191391 7.87879e-05 7.16518e-05 8.92328e-05 6.10473e-05 0.000133681 7.60706e-05 0.000115893 7.73827e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.088354999999999989 -0.074254999999999988 -0.15109999999999998 -0.0037249999999999996 0.088375000000000023 0.10705000000000002 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 8 -7
right_child=1 4 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00081279196012130125 0.00037317661186832621 0.00027996457768244372 0.00059678780006767931 -0.00030823879726712353 -0.00064069288656205825 7.7310758100446991e-05 -0.00036174462209811542 -0.00027225679169414846 0.0008089104971643425
leaf_weight=0.0010460746282719363 0.0017513674482703557 0.0016729729194394803 0.0016178817063225081 0.0012780215363219158 0.0015630958443446519 0.0011034546305741038 0.0014702350120810977 0.0014132779273046988 0.001120062658575073
leaf_count=612 346 213 286 361 1130 168 449 168 177
internal_value=0 5.90275e-05 0.000263631 8.57049e-05 -5.49407e-05 -0.00013894 1.46299e-05 0.000166786 0.000445843
internal_weight=0 0.0129904 0.00464727 0.00302939 0.0083431 0.00667013 0.00510703 0.0036368 0.00222352
internal_count=3910 3298 993 707 2305 2092 962 513 345
is_linear=0
shrinkage=0.00196078


Tree=4347
num_leaves=11
num_cat=0
split_feature=484 3 2 12 3 12 2 2 2 4
split_gain=9.93383e-05 4.71449e-05 4.42266e-05 9.08418e-05 0.000149674 5.87118e-05 7.48059e-05 6.19969e-05 4.00135e-05 2.65243e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.086875000000000022 0.097345000000000015 -0.078884999999999997 0.096315000000000026 0.113945 0.099015000000000006 0.09116500000000001 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -4 -6
right_child=1 2 5 -5 9 -7 -8 -9 -10 -11
leaf_value=-0.00059321264217653165 0.00043693856008096934 -0.00092442806574535028 0.00042580544639876785 0.00033350806335054843 0.00018788064068844199 -0.00030405865244652932 -0.00012468858748992923 0.00068839839313655803 -9.7844223435571687e-05 -0.00024962218540769865
leaf_weight=0.0010552215414849969 0.0010226941688260384 0.0010669620800552665 0.0010742574292013068 0.0010769972600440619 0.001095469787334131 0.0011653973772849918 0.0019878973994241732 0.0013142556319449428 0.0011743031830823017 0.0010372153221921069
leaf_count=627 225 753 446 157 260 426 351 251 269 145
internal_value=0 3.42607e-05 -3.20181e-06 -0.000159059 -0.000324856 9.60437e-05 0.000180047 0.000350076 0.000152331 -2.48956e-05
internal_weight=0 0.0120154 0.0109928 0.00427664 0.00319965 0.00671611 0.00555071 0.00356282 0.00224856 0.00213269
internal_count=3910 3283 3058 1315 1158 1743 1317 966 715 405
is_linear=0
shrinkage=0.00196078


Tree=4348
num_leaves=11
num_cat=0
split_feature=484 133 40 484 160 52 52 4 4 16
split_gain=0.000183549 0.000123459 0.000129847 0.000109989 0.000108832 0.000112012 0.000182336 0.000109516 8.61096e-05 0.00012054
threshold=-0.0043499999999999988 0.10599500000000002 -0.080519999999999994 0.088645000000000015 0.090735000000000024 -0.27466499999999994 -0.048794999999999991 -0.083329999999999987 0.05309500000000001 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 -10
right_child=1 -3 3 -5 -6 6 7 8 9 -11
leaf_value=-0.00078353072992958591 0.00073455990281842665 -0.00062460391695150588 -0.00043559103863940557 -0.00056115943542502068 -0.00050394791323719434 0.00076225816866713411 0.00046823130320669808 -0.00045887618793598203 -0.00022909455309228405 0.000553456709565053
leaf_weight=0.0011399182817791254 0.001088762067796979 0.0010119611365356903 0.0010980100318661633 0.001108113909544752 0.0010749365323840443 0.0019166770623841251 0.0019312376616861335 0.0015823028348627916 0.0017812543765678502 0.0013157844349887668
leaf_count=612 226 481 293 285 161 322 369 787 269 105
internal_value=0 3.48841e-05 8.66304e-05 2.68893e-05 8.77877e-05 0.000153872 0.000229774 7.53851e-05 -8.67488e-05 0.000103374
internal_weight=0 0.013909 0.0128971 0.0118083 0.0107002 0.00962527 0.00852726 0.00661058 0.00467934 0.00309704
internal_count=3910 3298 2817 2591 2306 2145 1852 1530 1161 374
is_linear=0
shrinkage=0.00196078


Tree=4349
num_leaves=10
num_cat=0
split_feature=124 132 42 160 160 13 12 16 15
split_gain=2.27901e-05 2.82847e-05 6.3543e-05 5.79939e-05 4.66233e-05 4.1362e-05 7.685e-05 5.84923e-05 3.29246e-05
threshold=-0.061329999999999989 0.079995000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 -0.083354999999999985 0.091475000000000015 0.0046950000000000004 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -7
right_child=1 -3 3 4 -6 7 -8 -9 -10
leaf_value=0.014071944388270178 -0.025834527430562339 0.014258658413591358 -0.015710365283390162 0.035616052582864148 -0.014788756332509374 -0.0013939767026712128 -0.0017593836165272045 -0.018305307004222806 0.023462485552905137
leaf_weight=0.0010160219438266277 0.001106134176330517 0.0010150440395679554 0.001900751547888613 0.0011969031866576022 0.0010845997901060287 0.0011373023696393137 0.0010180827345713361 0.0010787115165388932 0.001002740749482047
leaf_count=310 803 373 893 381 249 124 105 336 336
internal_value=0 -0.00161017 -0.00330121 -0.000340695 0.00414111 0.0079196 0.018437 0.000682025 0.0102528
internal_weight=0 0.0105403 0.00952523 0.00841909 0.00651834 0.00543374 0.00221499 0.00321875 0.00214004
internal_count=3910 3600 3227 2424 1531 1282 486 796 460
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=9
num_cat=0
split_feature=15 52 49 2 42 15 3 160
split_gain=2.30472e-05 3.24762e-05 5.24875e-05 0.000108583 7.18904e-05 3.86851e-05 4.73176e-05 2.95327e-05
threshold=-0.24219999999999997 0.11110500000000002 -0.045004999999999996 0.105395 0.084100000000000022 -0.035939999999999993 -0.040669999999999991 0.079515000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -7 -2
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=0.014000013981518802 -0.0017819102750211008 0.011941256267212397 -0.0090101372604482356 -0.032230777549372244 -0.019339324421819994 -0.0017248208453424761 0.02679964041925097 0.020124907081974962
leaf_weight=0.0010387838952373709 0.0013108187121448271 0.0015119097112321527 0.0010909994346556882 0.0014986037402765556 0.0015603658597244685 0.0010695502250199114 0.0012745854236854972 0.0011599236867509345
leaf_count=317 313 588 310 421 932 723 153 153
internal_value=0 -0.00161618 -0.00390262 -0.00862228 -0.00153995 0.00654518 0.0137849 0.00850254
internal_weight=0 0.0104768 0.00896485 0.0064941 0.0049955 0.00343514 0.00234414 0.00247074
internal_count=3910 3593 3005 2539 2118 1186 876 466
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=9
num_cat=0
split_feature=2 40 52 3 160 3 3 3
split_gain=2.08946e-05 9.87795e-05 6.79792e-05 6.40814e-05 5.71246e-05 9.34096e-05 0.000109738 5.20942e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.067395000000000024 0.096385000000000012 -0.026849999999999995 -0.074234999999999982 -0.089974999999999986 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -3 6 -6 -2
right_child=2 3 -4 -5 5 -7 -8 -9
leaf_value=-0.031988304735002013 0.012171575178846497 0.01746001086733398 0.026834410387031306 0.022402143075056193 -0.017483243359432406 -0.027260984776795075 0.020018855177776445 -0.017911223398042905
leaf_weight=0.001023581466053693 0.0011135631045224661 0.0011029653004062398 0.0011000281286937304 0.0011909349672279057 0.0014794510903909121 0.0016239550754381022 0.0016510255309802452 0.0011916505644847945
leaf_count=266 390 777 210 170 543 295 1092 167
internal_value=0 -0.00295964 0.0063809 0.001256 -0.00304347 -0.0078 0.00229551 -0.00337934
internal_weight=0 0.00807191 0.00340524 0.00704833 0.0058574 0.00475443 0.00313048 0.00230521
internal_count=3910 3143 767 2877 2707 1930 1635 557
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=11
num_cat=0
split_feature=484 2 12 3 12 3 2 15 2 15
split_gain=7.32111e-05 4.95507e-05 0.000114983 0.000103954 6.54228e-05 6.28864e-05 8.96119e-05 0.000100881 9.41429e-05 3.31625e-05
threshold=-1.0000000180025095e-35 0.086650000000000019 0.097345000000000015 -0.078884999999999997 0.098845000000000016 -0.10942499999999998 0.10679500000000001 -0.074174999999999977 0.093815000000000009 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 8 -8 -7 -5
right_child=1 4 -4 9 -6 6 7 -9 -10 -11
leaf_value=-0.00049994908980206018 -0.00073432282208274653 0.00061562329828244674 0.00040267811257750776 -0.00029355226614426823 -0.00030688810645371017 5.4828251204317707e-05 0.00020848432693986178 -0.00057916543025135871 0.00078542599373915268 0.00019402706641939295
leaf_weight=0.0010623292092635092 0.0013264028222478969 0.0011945375742891881 0.0011938946995019677 0.0010169675681173768 0.0011050788025600564 0.0016238973417629914 0.0013727088997317039 0.0011480275983702733 0.0011642576408747768 0.0011347163165678633
leaf_count=627 790 200 169 219 376 594 280 169 304 182
internal_value=0 3.65941e-05 -0.000122351 -0.000302573 0.000134194 0.000209143 0.000117683 -0.000150238 0.000359906 -3.64215e-05
internal_weight=0 0.0122805 0.00467198 0.00347809 0.00760851 0.00650343 0.00530889 0.00252074 0.00278815 0.00215168
internal_count=3910 3283 1360 1191 1923 1547 1347 449 898 401
is_linear=0
shrinkage=0.00196078


Tree=4353
num_leaves=11
num_cat=0
split_feature=484 15 42 1 16 1 2 16 0 3
split_gain=0.000155732 5.08107e-05 0.000154116 9.53948e-05 0.000136963 8.31225e-05 9.04884e-05 0.000101889 7.1613e-05 6.71855e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 0.11167500000000001 1.0000000180025095e-35 -0.074204999999999979 -0.10783 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 -2 6 -5 -8 -7 -3
right_child=1 2 -4 5 -6 8 7 -9 -10 -11
leaf_value=-0.00075384269298522163 -0.00059368555543050166 -0.00013772882737963398 0.00040874813839636545 -2.1272749051684762e-05 0.0002864988969992385 -0.00029461452157380922 0.0002946893670546047 0.0010711363588485241 0.00032022589149767672 -0.00084511149084776397
leaf_weight=0.0010080341965870319 0.001478745371694604 0.0010472923281749837 0.0011519122300795168 0.0011528680056404968 0.0012578645509748985 0.0015370082184000579 0.0014723782827192177 0.0011630419321775436 0.0013842854524816583 0.0010179632163856943
leaf_count=612 584 369 620 274 194 162 141 249 341 364
internal_value=0 4.69369e-05 -0.000165889 0.000119421 -0.000189115 0.000245262 0.000436911 0.000637345 -3.26598e-06 -0.000486397
internal_weight=0 0.0126634 0.00321717 0.00944619 0.00273661 0.00670958 0.00378829 0.00263542 0.00292129 0.00206526
internal_count=3910 3298 1353 1945 778 1167 664 390 503 733
is_linear=0
shrinkage=0.00196078


Tree=4354
num_leaves=10
num_cat=0
split_feature=484 3 160 51 2 2 133 3 1
split_gain=6.71724e-05 5.50233e-05 4.08793e-05 9.54966e-05 8.34236e-05 0.000120404 0.000104403 8.13423e-05 7.74884e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.082384999999999986 0.090935000000000016 0.11635500000000001 0.099015000000000006 -0.0056849999999999991 -0.075954999999999981 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9
right_child=1 2 3 -5 -6 -7 7 8 -10
leaf_value=-0.00048120452043868878 0.0004651967189552614 -0.00032855702759940794 -0.00065706139259282372 0.00059987521257342917 -0.00052396858868475002 0.00046030558226059227 -0.00028723101517259808 -4.1853467325964656e-05 0.00061738242900003003
leaf_weight=0.0010633900887898591 0.0010346849471606087 0.0013413676057584074 0.0010559083792704696 0.0010348844567522235 0.0011430287233476629 0.0019828345774332845 0.0019092193952327053 0.0016185786862274842 0.0011891471281485196
leaf_count=627 225 590 620 187 310 330 681 154 186
internal_value=0 3.245e-05 -7.26244e-06 3.6123e-05 -2.9439e-05 4.34444e-05 -9.97372e-05 2.50222e-05 0.000237351
internal_weight=0 0.0123097 0.011275 0.0099336 0.00889872 0.00775569 0.00577285 0.00471695 0.00280773
internal_count=3910 3283 3058 2468 2281 1971 1641 1021 340
is_linear=0
shrinkage=0.00196078


Tree=4355
num_leaves=10
num_cat=0
split_feature=124 50 15 159 2 4 43 0 2
split_gain=2.34081e-05 3.21946e-05 6.03632e-05 4.65898e-05 8.91496e-05 4.23504e-05 7.9277e-05 7.50321e-05 5.13234e-05
threshold=-0.048219999999999992 0.088425000000000017 -0.15202999999999997 0.082325000000000023 0.11339500000000001 0.0057500000000000008 -1.0000000180025095e-35 -0.083564999999999987 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10
leaf_value=0.014228994002071614 0.023474546647195879 -0.018266961009316331 -0.019959071603515594 -0.022145345366555557 -0.025325074123914222 -0.0046519655714192289 0.031231773375053503 0.026140911150323146 -0.0036476919232484245
leaf_weight=0.0010262125862887739 0.0010002548452737155 0.0010431820863989394 0.0014074574907188431 0.0010567078572017849 0.0011470967315319602 0.001117167067055153 0.0013715314542052726 0.0010182203406074938 0.0013389504345156858
leaf_count=319 311 661 712 423 267 198 144 460 415
internal_value=0 -0.00159485 0.000244146 -0.0025034 0.000301282 0.00500212 0.0151237 -0.00168899 0.00922001
internal_weight=0 0.0105006 0.00945739 0.00845713 0.00740042 0.00625333 0.0024887 0.00376463 0.00235717
internal_count=3910 3591 2930 2619 2196 1929 342 1587 875
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=11
num_cat=0
split_feature=2 52 150 2 3 12 0 52 49 0
split_gain=6.13921e-05 0.000113315 0.00012224 8.12214e-05 9.13949e-05 9.2502e-05 0.000103095 7.75429e-05 6.96546e-05 4.69917e-05
threshold=0.10946500000000002 0.10599500000000002 0.086420000000000011 0.093815000000000009 0.084925000000000014 0.097345000000000015 -0.089879999999999974 0.10701500000000001 -0.042499999999999989 -0.081964999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -2 -8
right_child=7 -3 -4 -5 -6 -7 9 -9 -10 -11
leaf_value=-0.00072628252220190192 0.00039910151055004361 -0.00068492138342456815 -0.00063735936473173125 0.00044235026730841232 0.00042653982170886564 0.00032848060208603963 0.00025801316809032874 0.00057891586223767432 -0.00022811125505916208 -0.00033550033109950678
leaf_weight=0.0014527819253047454 0.0010855293228499154 0.0011208397978915595 0.0010858497613694023 0.0017081158213386339 0.0012489218221871708 0.0010853773449299624 0.0010090828775256326 0.0013186905216065951 0.0018255315948371737 0.0010430179230419608
leaf_count=401 136 548 256 438 102 195 605 173 458 598
internal_value=0 -9.83848e-05 -2.22349e-05 6.62647e-05 -4.37503e-05 -0.000171707 -0.000326603 0.000184461 5.77524e-06 -4.3651e-05
internal_weight=0 0.00975399 0.00863315 0.0075473 0.00583918 0.00459026 0.00350488 0.00422975 0.00291106 0.0020521
internal_count=3910 3143 2595 2339 1901 1799 1604 767 594 1203
is_linear=0
shrinkage=0.00196078


Tree=4357
num_leaves=9
num_cat=0
split_feature=0 1 2 12 0 1 4 4
split_gain=2.27113e-05 4.03602e-05 5.51643e-05 8.77193e-05 7.23471e-05 5.96772e-05 8.69507e-05 2.87283e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.097345000000000015 -0.14136999999999997 0.11097000000000001 0.0057500000000000008 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -2
right_child=7 2 4 -5 -6 -7 -8 -9
leaf_value=-0.014919045194687043 -0.0028498335555003826 -0.023866746375844503 -0.010160691324600806 0.013001377784133246 0.029647867753473774 -0.017678323314532889 0.028769525560353223 0.020266798266646641
leaf_weight=0.0019958180700778349 0.0010411373828131145 0.0017260372240893596 0.001107573765672022 0.0010307220899533811 0.0011406638817075552 0.0011778536552408863 0.0011902815008550671 0.0011115732413192506
leaf_count=1896 187 675 199 168 333 115 130 207
internal_value=0 -0.00230377 0.00111103 -0.0100822 0.00779527 0.000623654 0.010005 0.00908667
internal_weight=0 0.00936895 0.00737313 0.00275676 0.00461637 0.00347571 0.00229786 0.00215271
internal_count=3910 3516 1620 843 777 444 329 394
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=9
num_cat=0
split_feature=52 52 4 4 1 15 47 4
split_gain=2.16272e-05 3.85466e-05 5.47683e-05 4.74099e-05 5.04479e-05 6.07039e-05 7.21701e-05 4.86806e-05
threshold=0.17829500000000004 0.10433000000000002 -0.34687499999999999 -0.083329999999999987 1.0000000180025095e-35 -0.15202999999999997 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.022393241919016538 -0.014113645772480027 0.019269625447664446 0.019142110139954566 -0.017878532141889013 0.025095078275626626 -0.0057940437698857129 -0.021415475723220903 0.01890795979396483
leaf_weight=0.0010480596343208663 0.0010124071900407166 0.0010601269869536844 0.0013336755221790286 0.0014726689358603804 0.0010114441261125815 0.0016444351695440432 0.001346173790179506 0.0015495641397553679
leaf_count=240 463 270 523 1200 284 577 184 169
internal_value=0 0.00119275 -0.000844647 0.00185747 -0.0014243 0.00294049 -0.00199503 0.0061901
internal_weight=0 0.0104661 0.00940602 0.00835796 0.00702429 0.00555162 0.00454017 0.003194
internal_count=3910 3447 3177 2937 2414 1214 930 746
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=10
num_cat=0
split_feature=484 3 1 2 2 3 1 2 3
split_gain=7.78627e-05 4.4971e-05 4.23648e-05 4.2744e-05 7.96404e-05 7.78397e-05 7.47745e-05 5.65252e-05 4.76651e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12864500000000004 0.086875000000000022 0.10393500000000001 -0.078884999999999997 0.084795000000000023 0.096540000000000015 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 -3 -6 -5 -8
right_child=1 2 -4 4 6 -7 8 -9 -10
leaf_value=-0.00052248631440725876 0.00041650043428775239 -0.00054504797208158797 0.00029664254456334609 6.7180445081210715e-05 -0.00060948163630885482 4.319048002959165e-05 0.00032391153410133127 0.00061806423384880445 -0.00025166461018952702
leaf_weight=0.0010654866764336539 0.0010579498512265023 0.0016053326899806595 0.0015359565798849272 0.0019723015108521107 0.0010280576530151643 0.0018750791229978549 0.0010849455690076391 0.00112434679802631 0.0011285728476702339
leaf_count=627 225 811 300 770 278 380 186 238 95
internal_value=0 2.98496e-05 -6.17607e-06 -5.35468e-05 4.23211e-05 -0.000228133 -0.000172502 0.000267198 3.04513e-05
internal_weight=0 0.0124125 0.0113546 0.00981864 0.00633822 0.00348041 0.00324158 0.00309665 0.00221352
internal_count=3910 3283 3058 2758 1567 1191 559 1008 281
is_linear=0
shrinkage=0.00196078


Tree=4360
num_leaves=10
num_cat=0
split_feature=484 3 150 52 13 151 1 15 16
split_gain=8.412e-05 3.62855e-05 3.53131e-05 5.79485e-05 6.69239e-05 4.21581e-05 8.77102e-05 0.000110078 0.000122367
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.090695000000000012 -0.048794999999999991 -0.00059999999999999995 -0.0095999999999999992 0.10113500000000002 0.085120000000000015 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 8 -7
right_child=1 2 -4 5 -6 6 -8 -9 -10
leaf_value=-0.00052591039822845616 0.00038527937208230896 0.00052387934911459237 -0.00027669632775397294 -0.00041067230020686051 -6.087616342893885e-05 -0.00089106457424486076 0.00035312007612268352 0.00031758241908547505 -3.5586724964281282e-05
leaf_weight=0.0011030564468158992 0.00106384696317349 0.0017525053146536544 0.0014732012714244172 0.0010593255717180356 0.001318677013384585 0.0010780206303012405 0.0019610686917992635 0.0012846649603354271 0.0015924544405729378
leaf_count=627 225 513 303 113 256 490 313 888 182
internal_value=0 3.8801e-05 6.8042e-06 4.83753e-05 0.000272802 -5.04352e-05 1.4067e-05 -0.000154045 -0.000380927
internal_weight=0 0.0125838 0.0115199 0.0100467 0.00307118 0.00697553 0.00591621 0.00395514 0.00267048
internal_count=3910 3283 3058 2755 769 1986 1873 1560 672
is_linear=0
shrinkage=0.00196078


Tree=4361
num_leaves=13
num_cat=0
split_feature=484 457 42 156 43 133 15 4 2 49 0 4
split_gain=0.000144208 7.96203e-05 8.42229e-05 7.77661e-05 0.000105463 0.000110785 0.000134506 0.00018033 0.000133169 0.000106038 9.56548e-05 4.4477e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.10770999999999999 0.088820000000000024 0.0033500000000000005 0.084630000000000025 -0.11739999999999999 0.074650000000000008 0.081110000000000015 -0.00064499999999999985 0.048950000000000007 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -8 -10 -6 -11
right_child=1 2 3 -5 10 -7 7 -9 9 11 -12 -13
leaf_value=-0.000715737230566449 -0.00050102897540967928 -0.00047222371775136216 -0.00017795395664736255 -0.00039986234295919274 -0.00062480029517150986 -0.0002842812868370077 -0.00017712233912407292 0.0012332910262322426 7.5230505448814486e-05 0.00053131101218730479 0.00021246327767148921 0.0011028809359772938
leaf_weight=0.0010770588988122378 0.001004235190095802 0.0010013502542153526 0.0014146219483734662 0.0010053356409229228 0.0010881805833762208 0.0011854963520881757 0.0013858172789648314 0.0010457298511646947 0.0011687750640372307 0.0010641944072862157 0.0010129781311655536 0.0010300711277637761
leaf_count=612 197 212 222 331 535 651 288 118 128 268 37 311
internal_value=0 2.99987e-05 7.29961e-05 0.000120882 0.000171241 0.000270639 0.000363175 0.000497599 0.00033211 0.000548382 -0.000221152 0.000812439
internal_weight=0 0.0134068 0.0124026 0.0114012 0.0103959 0.00829471 0.00710921 0.00569459 0.00464886 0.00326304 0.00210116 0.00209427
internal_count=3910 3298 3101 2889 2558 1986 1335 1113 995 707 572 579
is_linear=0
shrinkage=0.00196078


Tree=4362
num_leaves=9
num_cat=0
split_feature=11 48 51 2 52 159 13 4
split_gain=2.13322e-05 3.60363e-05 3.75994e-05 5.74657e-05 8.46834e-05 6.63739e-05 4.39299e-05 7.83515e-05
threshold=0.078340000000000007 0.096835000000000018 0.085845000000000019 0.11260500000000001 0.086950000000000013 0.081445000000000017 -0.083514999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.025284688999332661 -0.014060631690503672 0.015135076651734395 -0.019288607633281434 0.0200256710204719 -0.024675449501821795 -0.020015224961298327 0.019023519018227141 -0.012889038604130621
leaf_weight=0.0011449493731034736 0.0010097895771131451 0.0015692956627881621 0.0010277473020345344 0.0013276898152712246 0.0013934537324810248 0.0010065189620825366 0.0014722343608211546 0.0016114512338524986
leaf_count=451 263 341 378 396 767 355 682 277
internal_value=0 0.00115342 -0.00128884 0.00103626 -0.00276726 0.00306409 0.00855754 0.00234687
internal_weight=0 0.0105533 0.00898404 0.0079563 0.00662861 0.00523515 0.00422863 0.00308369
internal_count=3910 3647 3306 2928 2532 1765 1410 959
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=8
num_cat=0
split_feature=0 16 52 52 160 43 13
split_gain=2.31965e-05 6.10224e-05 4.23041e-05 4.97588e-05 3.63037e-05 3.44157e-05 4.3366e-05
threshold=-0.017269999999999997 0.22945500000000005 -0.092854999999999979 -0.048794999999999991 -1.0000000180025095e-35 -0.07526999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=-0.017392408511471415 -0.0056718098108177739 0.026087499686637507 0.015680255067089168 -0.019113801651542018 0.012962431361076885 -0.017914680304104369 0.0056934954758467568
leaf_weight=0.0015742181937307923 0.0013578776353632563 0.0010911293010826828 0.0017006794219380497 0.0012183446019702632 0.0014629230419972595 0.0014951818458289079 0.0016223279566954134
leaf_count=597 277 169 362 858 379 1027 241
internal_value=0 0.00847822 -0.00248912 0.000639239 -0.00377203 0.000308716 -0.00562917
internal_weight=0 0.00244901 0.00907368 0.00749946 0.00579878 0.00458043 0.00311751
internal_count=3910 446 3464 2867 2505 1647 1268
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=12
num_cat=0
split_feature=484 11 3 157 160 133 49 0 1 1 16
split_gain=0.000142814 8.51274e-05 0.000118501 9.19628e-05 7.69378e-05 0.00017795 0.000154652 0.000121274 9.91058e-05 0.000107873 9.98813e-05
threshold=-0.0043499999999999988 0.081130000000000022 -0.12008499999999998 -0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 -0.0019649999999999997 -0.10783 0.094890000000000016 0.11593500000000001 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 10 -10 -8
right_child=1 -3 3 4 5 6 8 -9 9 -11 -12
leaf_value=-0.00071548919804166969 0.00059844003301189931 -0.00051469988034529468 0.00057742842040877881 -0.00050758328469711911 -0.00070018180575612352 7.0330856519050712e-05 0.00055635103094151645 -0.00079382666009160645 0.0010628800726733458 0.00023639770339027645 -0.00021887070904956789
leaf_weight=0.0010477648312445199 0.0014901583222430579 0.0010019944283509554 0.0010001224400556291 0.0012202849875864634 0.0011588196589486606 0.0016103614225635825 0.0010048503896749961 0.001019747741262231 0.0010954046306971329 0.0013622241897263583 0.0017549887101665704
leaf_count=612 176 211 335 492 762 153 274 196 147 182 370
internal_value=0 3.55539e-05 7.89094e-05 9.951e-06 -4.55457e-05 1.70562e-05 0.000122968 -0.000264721 0.0003184 0.000604774 6.33856e-05
internal_weight=0 0.013719 0.012717 0.0112268 0.0102267 0.0090064 0.00784758 0.00263011 0.00521747 0.00245763 0.00275984
internal_count=3910 3298 3087 2911 2576 2084 1322 349 973 329 644
is_linear=0
shrinkage=0.00196078


Tree=4365
num_leaves=10
num_cat=0
split_feature=11 3 124 49 0 43 3 1 2
split_gain=9.18447e-05 7.4403e-05 5.33784e-05 8.98442e-05 7.77242e-05 7.91456e-05 9.31115e-05 6.9848e-05 4.97115e-05
threshold=0.081005000000000008 -0.12008499999999998 -0.048219999999999992 -0.091004999999999989 -0.053834999999999994 -0.070369999999999988 0.084925000000000014 0.091310000000000016 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9
right_child=-2 2 3 4 -6 6 7 8 -10
leaf_value=0.00046338382330271603 -0.00058086237033099679 0.00037866464426077084 -0.00060937163103774749 0.00044201983342490183 -0.00036115057444639103 -0.0004248710507881236 0.00054176068340317462 -0.00029540015625333966 0.00027926829592796892
leaf_weight=0.0013874847579824464 0.0010048263715936217 0.001163154627469032 0.0010438532561258393 0.0018427326116404741 0.0018235749037073447 0.0015950789258674068 0.0011536980195746838 0.0013389045568896196 0.0010193491704489147
leaf_count=211 233 309 161 1064 321 1310 78 92 131
internal_value=0 3.55529e-05 -1.85081e-05 -6.55657e-05 -8.63537e-07 9.36736e-05 -3.20177e-05 0.000146411 -4.70012e-05
internal_weight=0 0.0123678 0.0109803 0.00981719 0.00877334 0.00694976 0.00510703 0.00351195 0.00235825
internal_count=3910 3677 3466 3157 2996 2675 1611 301 223
is_linear=0
shrinkage=0.00196078


Tree=4366
num_leaves=12
num_cat=0
split_feature=484 133 15 42 12 4 150 48 3 3 3
split_gain=0.000209572 0.000140108 0.000125139 0.00025039 8.60114e-05 0.000140955 0.000289564 0.000113961 0.000100674 9.42381e-05 8.08859e-05
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.10333000000000002 -1.0000000180025095e-35 0.085075000000000026 0.082070000000000018 -0.0066499999999999988 -0.077894999999999978 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 8 9 -7 -2 -10
right_child=1 -3 3 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.00084005416225100583 -0.00029928643384143831 -0.0006599990542974515 -0.00066830950299784115 0.00046998298877886329 0.00071643247895747939 -0.00089678548866568841 0.00071950569740072371 0.00085321370617134809 0.00023341096061209188 0.00048204165942968203 -0.00047556950524039597
leaf_weight=0.0011064282673418453 0.0010066502391788295 0.0010022682252105617 0.001967751027243678 0.001193652457716265 0.0011395766166261692 0.0010048708309755316 0.0012718537974245525 0.0014603964713859382 0.001108465672134486 0.001446066609734942 0.0014001598808665071
leaf_count=612 410 481 609 417 176 345 169 267 146 150 128
internal_value=0 4.63863e-05 0.000100849 -0.000238524 0.000209905 0.000143545 -8.21659e-05 0.000419568 -0.000372364 0.000161367 -0.000162298
internal_weight=0 0.0140017 0.0129994 0.0031614 0.00983804 0.00869846 0.00478535 0.00391311 0.0035135 0.00245272 0.00250863
internal_count=3910 3298 2817 1026 1791 1615 788 827 619 560 274
is_linear=0
shrinkage=0.00196078


Tree=4367
num_leaves=11
num_cat=0
split_feature=484 1 52 52 16 16 16 133 48 1
split_gain=6.92818e-05 3.82471e-05 8.23952e-05 7.98601e-05 5.81341e-05 9.46126e-05 4.49076e-05 3.88778e-05 7.84338e-05 5.39109e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.11401500000000002 0.091210000000000013 0.13514000000000004 0.0015250000000000001 -0.055679999999999993 -1.0000000180025095e-35 0.086125000000000021 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00049503164633058925 -0.00030519106805818004 0.00032247729991925132 -0.00051650196743833012 0.00053428880475822041 -0.00039205472670676212 0.00059724390829713836 -0.00041462221888846455 0.00056902736850285415 -0.00025390707699143655 2.0302868982784049e-06
leaf_weight=0.0010492697647952716 0.0010295430386237257 0.0015069801409255687 0.0011117081018101943 0.001141092112855297 0.0013455880548153241 0.0010452734276902263 0.0010294944156140906 0.0014781697334124069 0.0013939736343421831 0.0011434612052665335
leaf_count=627 557 310 479 242 444 163 436 301 137 214
internal_value=0 2.99888e-05 -1.11347e-05 4.73481e-05 -1.82882e-05 5.23497e-05 -4.14111e-05 3.4745e-05 0.0001219 0.000321724
internal_weight=0 0.0122253 0.0107183 0.0096066 0.0084655 0.00711992 0.00607464 0.00504515 0.0040156 0.00262163
internal_count=3910 3283 2973 2494 2252 1808 1645 1209 652 515
is_linear=0
shrinkage=0.00196078


Tree=4368
num_leaves=11
num_cat=0
split_feature=484 474 1 42 0 15 1 3 42 43
split_gain=0.000129897 5.35477e-05 6.96407e-05 7.38192e-05 0.000103161 0.000100416 0.00012582 0.000136083 9.68417e-05 0.000156906
threshold=-0.0043499999999999988 0.084655000000000022 0.12864500000000004 0.091955000000000023 -0.084304999999999977 -0.0039399999999999991 0.095575000000000007 0.11265500000000002 -1.0000000180025095e-35 -0.0026049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -6 -10
right_child=1 -3 -4 -5 8 -7 7 -9 9 -11
leaf_value=-0.0006860181999054605 -0.00046140788847736112 0.00046425369885668306 0.00039888544647137948 -0.00047994149120415873 -0.00022442187184934094 -0.00072305559142416074 0.00071570683337056102 -0.00023716489549561347 0.0010193549910587462 5.4387655340760926e-05
leaf_weight=0.0010116800339460422 0.0015604178351807476 0.001068081694965973 0.0015034896042241197 0.0013512869307408708 0.0011337603886785253 0.0010193239041592886 0.0012031844986100017 0.0011058351328297224 0.001117622406349304 0.001541268817607242
leaf_count=612 466 318 279 582 538 411 138 87 249 230
internal_value=0 4.42332e-05 5.34543e-06 -5.363e-05 1.27266e-05 -0.000175536 -3.13035e-05 0.000259358 0.000255399 0.000459996
internal_weight=0 0.0126043 0.0115362 0.0100327 0.00868141 0.00488876 0.00386944 0.00230902 0.00379265 0.00265889
internal_count=3910 3298 2980 2701 2119 1102 691 225 1017 479
is_linear=0
shrinkage=0.00196078


Tree=4369
num_leaves=9
num_cat=0
split_feature=133 50 13 133 4 47 48 0
split_gain=2.25394e-05 3.73038e-05 4.79591e-05 4.10848e-05 8.15593e-05 4.66082e-05 3.9255e-05 4.84017e-05
threshold=0.10064500000000001 0.086465000000000014 0.043015000000000005 0.065880000000000008 -0.083534999999999984 1.0000000180025095e-35 0.084905000000000022 -0.14012999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.027932085310059154 -0.014524574340802766 -0.015849674374990214 0.01738974613274942 0.017725190503524713 0.031368158870249227 -0.011761645156971045 -0.0045304945667864697 0.0018383195430794895
leaf_weight=0.0011165840244518012 0.0010026160766622343 0.0011511208294125866 0.0019076664444510347 0.0010811983203002406 0.0011019847945063935 0.0017394695033486952 0.00147995465584697 0.0011183698586978649
leaf_count=392 598 562 434 535 162 275 224 728
internal_value=0 0.00115592 0.00320673 -0.000335823 -0.00331423 0.0017389 0.00808533 0.0164943
internal_weight=0 0.0106963 0.00954523 0.00763756 0.00655636 0.00543978 0.00370031 0.00222035
internal_count=3910 3312 2750 2316 1781 1389 1114 890
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=9
num_cat=0
split_feature=1 52 52 160 16 52 13 1
split_gain=2.20098e-05 5.53446e-05 6.71e-05 8.08688e-05 8.3976e-05 0.00010385 3.39564e-05 3.67441e-05
threshold=0.12864500000000004 0.11401500000000002 0.091210000000000013 -0.026849999999999995 -0.055679999999999993 -0.108275 -0.083924999999999986 0.090820000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=0.018547359154943894 0.011053349028714183 -0.022551573986482512 0.02448202621500549 0.013474506552975333 -0.0025969180485834152 -0.046816212704544988 0.0068902707895573088 -0.015730530128147381
leaf_weight=0.001500392730921638 0.0015199039920046403 0.0011456256157263535 0.0010548430842687367 0.0014177278912649127 0.0011251567643295046 0.0010059509681319802 0.0013200309652304999 0.0015746790545329622
leaf_count=561 331 580 254 352 560 394 614 264
internal_value=0 -0.00185042 0.000785027 -0.0023616 -0.0072303 -0.0234698 0.000794914 -0.00541511
internal_weight=0 0.0101444 0.00899878 0.00794394 0.00644355 0.00213111 0.00431244 0.00289471
internal_count=3910 3579 2999 2745 2184 954 1230 878
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=10
num_cat=0
split_feature=123 133 50 160 1 15 151 3 2
split_gain=2.12013e-05 4.98256e-05 5.98334e-05 5.5876e-05 6.15734e-05 6.10567e-05 7.35327e-05 9.22011e-05 7.76393e-05
threshold=1.0000000180025095e-35 0.093845000000000026 0.086465000000000014 0.090735000000000024 0.12485500000000001 -0.11739999999999999 -0.016164999999999995 -0.089604999999999976 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.017612053147733699 0.013718740553822814 -0.022555796941721593 -0.02230474884809204 -0.018663795814562883 0.029090270130673987 0.028157507106071442 0.021466568504038792 0.010234503874231493 -0.02450587825537812
leaf_weight=0.0011955910301769618 0.0010058923248454548 0.0010137649900919124 0.0010071386986754355 0.0010078214365910774 0.0010328986830204397 0.0012924556342837215 0.0014072660512996975 0.0010939883391687128 0.0015615198669319103
leaf_count=245 334 630 534 248 189 249 384 312 785
internal_value=0 -0.00147167 0.00075513 0.00345831 0.00639818 0.00282021 0.00738185 0.00077267 -0.0101939
internal_weight=0 0.0106124 0.00959868 0.00859154 0.00758372 0.00655082 0.00535523 0.00406277 0.00265551
internal_count=3910 3576 2946 2412 2164 1975 1730 1481 1097
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=11
num_cat=0
split_feature=158 14 49 15 12 2 52 2 1 12
split_gain=6.85225e-05 5.44272e-05 7.25433e-05 6.58137e-05 0.00015885 0.000118302 8.11678e-05 0.000151545 5.45805e-05 2.24733e-05
threshold=0.084710000000000021 -0.13131999999999996 0.093425000000000022 1.0000000180025095e-35 0.086865000000000012 0.11005500000000001 -0.07984999999999999 0.09116500000000001 0.095575000000000007 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 9 8 -8 -3
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00039927426432404337 -0.00049903044158107219 9.7812066251599223e-05 0.00052653947530089046 -0.00078549300768132135 0.00013469682161057256 0.00059527200414230227 -0.00019122366009555441 -0.00070373889502891077 0.00040262918207118267 0.00050976055751215347
leaf_weight=0.00103656311377628 0.0010123883180076223 0.0010228846080485771 0.0011981348737744443 0.0011872560102408609 0.0018376007838489003 0.0015657873583229225 0.0011531360259378258 0.001367276147530861 0.0012294284530234669 0.0010137363267659115
leaf_count=154 433 237 444 418 956 259 405 208 175 221
internal_value=0 3.11695e-05 6.97158e-05 1.69712e-05 -0.000226478 0.000117131 -1.22519e-05 -0.000183397 0.000115211 0.000302861
internal_weight=0 0.0126118 0.0115752 0.0103771 0.00302486 0.00735225 0.00578646 0.00374984 0.00238256 0.00203662
internal_count=3910 3477 3323 2879 1374 1505 1246 788 580 458
is_linear=0
shrinkage=0.00196078


Tree=4373
num_leaves=11
num_cat=0
split_feature=484 15 42 4 1 16 4 2 3 1
split_gain=6.85534e-05 5.0492e-05 0.000139035 7.42657e-05 6.47863e-05 0.000123278 7.03291e-05 8.35844e-05 0.000106003 7.80162e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.083329999999999987 1.0000000180025095e-35 0.20277000000000003 -0.0025899999999999994 0.089910000000000004 0.11265500000000002 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -6 9 -9 -8
right_child=1 2 -4 -5 6 -7 7 8 -10 -11
leaf_value=-0.00048648992882948988 -0.00053624064297080204 -0.00011689039187659808 0.0003750837453628691 -0.00085988420418253481 0.00057092250657710271 0.00030485071320558466 -0.00051392385603118377 0.00071968646729591191 -6.1879110554657383e-05 0.00021350345322247803
leaf_weight=0.0010479016000604505 0.0014468123334518161 0.001061942760545281 0.0011352476733075666 0.0010083370315064717 0.0016060758270595938 0.0012477858435425053 0.0012239268459912998 0.0013527064741358638 0.0013165319073071375 0.0010558485437117673
leaf_count=627 576 395 618 338 458 194 188 219 141 156
internal_value=0 3.56962e-05 -0.000176374 -0.000478768 0.00010919 -0.000146757 0.000214402 9.87027e-05 0.0003342 -0.000177025
internal_weight=0 0.0124552 0.00320553 0.00207028 0.00924969 0.0026946 0.00655509 0.00494901 0.00266924 0.00227978
internal_count=3910 3283 1351 733 1932 770 1162 704 360 344
is_linear=0
shrinkage=0.00196078


Tree=4374
num_leaves=12
num_cat=0
split_feature=484 457 42 156 43 16 13 48 4 16 0
split_gain=0.000149068 9.07803e-05 0.000106483 9.54743e-05 7.97091e-05 0.000123503 0.000117531 6.94129e-05 9.29117e-05 7.95544e-05 9.24277e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.10770999999999999 0.084330000000000016 0.0033500000000000005 -0.035699999999999989 -0.09602999999999999 0.016865000000000002 -0.0010999999999999996 -0.083564999999999987 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 9 -9 -8 -11
right_child=1 2 3 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.0007053295817572411 -0.00052156070442152698 -0.00051736903105381268 -0.00020449498103434393 -0.00033167151632549372 -0.00061567561585236204 0.00034683520778165536 0.00059619239208874185 0.001127419480834958 0.0003364962304491837 -0.00028217239856167435 0.00045876635133655863
leaf_weight=0.0010972231649866914 0.0010030803315356921 0.0010152772459583069 0.0014582239004864552 0.0014172227435665834 0.0010232251004384765 0.0010269277804937295 0.0016781864880275419 0.0010183432148228074 0.0013000098389730852 0.0014468347232153445 0.0011713095104909834
leaf_count=612 197 212 198 428 482 81 538 196 136 657 173
internal_value=0 4.60724e-05 9.14213e-05 0.000144981 0.000211712 -0.000133551 0.000299393 0.000410476 0.000683912 0.000262927 4.931e-05
internal_weight=0 0.0135586 0.0125556 0.0115403 0.0101231 0.00205015 0.00807291 0.00661468 0.00231835 0.00429633 0.00261814
internal_count=3910 3298 3101 2889 2461 563 1898 1700 332 1368 830
is_linear=0
shrinkage=0.00196078


Tree=4375
num_leaves=12
num_cat=0
split_feature=484 133 52 16 42 133 1 160 15 47 48
split_gain=0.000113766 0.000101264 0.000108337 0.000161155 0.000110502 0.000117858 9.15602e-05 8.16816e-05 8.94196e-05 0.000124272 0.000189941
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 -1.0000000180025095e-35 0.083815000000000014 0.076710000000000014 -0.080184999999999992 -0.14676499999999995 0.087945000000000009 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 10 -10
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12
leaf_value=-0.00063267833149462007 -0.00048087969178900464 -0.00056826204901656808 -0.00046844287804945401 0.00070294730085296525 -0.00042719897636396933 0.00073713755221150896 -0.00033108696838446715 0.00076373955367973622 0.00075420800187325776 -0.00042453968591846014 -0.00026576335892563739
leaf_weight=0.0010860286131149149 0.0012281256143113943 0.0010211072211304918 0.0014192534008796104 0.0016315822241197405 0.0013459000023308184 0.0010514558134349259 0.0011676520010921922 0.0010178655985607146 0.0016961924292205133 0.0011727465988579239 0.0011975160531098074
leaf_count=612 347 481 718 135 381 386 225 163 282 66 114
internal_value=0 2.6186e-05 7.31369e-05 0.00013129 3.86549e-05 0.000121864 3.6717e-05 0.000136587 0.000243992 0.000113895 0.000332109
internal_weight=0 0.0139494 0.0129283 0.0117002 0.0100686 0.00864933 0.00759787 0.00625197 0.00508432 0.00406646 0.00289371
internal_count=3910 3298 2817 2470 2335 1617 1231 850 625 462 396
is_linear=0
shrinkage=0.00196078


Tree=4376
num_leaves=9
num_cat=0
split_feature=0 43 4 4 1 16 16 4
split_gain=2.34327e-05 3.76831e-05 4.88736e-05 0.000112221 5.34959e-05 7.38181e-05 3.99321e-05 2.85296e-05
threshold=-1.0000000180025095e-35 -0.079109999999999986 -0.06272999999999998 -1.0000000180025095e-35 0.094695000000000015 -0.074204999999999979 0.0032450000000000005 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 -1 -2
right_child=7 2 3 4 5 -7 -8 -9
leaf_value=-0.002228134288574241 -0.0026778771375937471 -0.01547915078910693 0.032572999957884395 -0.019460974656882665 -0.0094506437219849786 0.02161052365891528 -0.026953642611593883 0.020232599273124936
leaf_weight=0.0016044997110002972 0.0010489556429250308 0.0013410386103938788 0.0012198521852479945 0.001225293667336997 0.0016160249989181075 0.0014530875337850203 0.0011016531771202564 0.0011280620561296799
leaf_count=864 187 1025 375 430 293 166 363 207
internal_value=0 -0.00230179 0.00164256 0.00580646 -0.00179673 0.00525543 -0.0122937 0.00919361
internal_weight=0 0.00956145 0.0068553 0.00551426 0.00429441 0.00306911 0.00270615 0.00217702
internal_count=3910 3516 2289 1264 889 459 1227 394
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=9
num_cat=0
split_feature=4 14 1 15 47 15 49 15
split_gain=1.98641e-05 4.30259e-05 5.84531e-05 6.61208e-05 6.9331e-05 7.47122e-05 0.00015075 5.29398e-05
threshold=-0.39075499999999991 -1.0000000180025095e-35 1.0000000180025095e-35 -0.106555 0.09252500000000001 0.079360000000000014 -0.0057999999999999987 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 6 -5 -3
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leaf_value=0.010348150279300191 -0.020977715336839245 -0.025170871841849015 0.023841711655758432 -0.0058126377915248195 -0.022409700508283798 -0.016983767854273826 0.03955730484465686 0.0043641814623909987
leaf_weight=0.0015611912274712475 0.001045821449910631 0.0014299805491418544 0.0014967711984309393 0.001669014742071497 0.0010912841188008213 0.0010453658990041653 0.0013049694361095565 0.0010543560319383012
leaf_count=257 193 1075 327 321 174 483 224 856
internal_value=0 -0.00176923 0.000440314 0.00535697 -5.67261e-05 0.00601228 0.0140955 -0.0126362
internal_weight=0 0.0101376 0.00909174 0.00660741 0.00511063 0.00401935 0.00297398 0.00248434
internal_count=3910 3653 3460 1529 1202 1028 545 1931
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=10
num_cat=0
split_feature=484 11 48 43 49 51 43 43 12
split_gain=0.000142818 5.99601e-05 0.000112198 0.000127321 5.54725e-05 5.00055e-05 8.37105e-05 0.000102065 7.91749e-05
threshold=-0.0043499999999999988 0.079700000000000007 0.016865000000000002 -0.033174999999999989 -0.0092149999999999992 -0.089214999999999989 -0.17307499999999998 -0.0037249999999999996 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7 -8 -9
right_child=1 -3 3 4 -6 6 7 8 -10
leaf_value=-0.00071799919083748707 0.0002568741727502795 -0.00040904220389161294 0.0009709902798625778 -0.00012261665622468904 0.00045647998245045658 0.00037038945741274114 -0.0006499400361500542 -0.00031478135083441434 0.00025840280304581883
leaf_weight=0.0010094434652970037 0.0017218018998149918 0.0010134479727424419 0.0010014215185609647 0.0013699505552090924 0.0011870108986929762 0.0011062432037343634 0.0015273053149456768 0.001990862644020085 0.0017330954398768099
leaf_count=612 318 230 271 132 197 145 1213 367 425
internal_value=0 4.83922e-05 8.82271e-05 0.000378329 0.000146216 -3.95429e-05 -0.000119821 -0.00022309 -4.80268e-05
internal_weight=0 0.0126511 0.0116377 0.00355838 0.00255696 0.00807931 0.00635751 0.00525126 0.00372396
internal_count=3910 3298 3068 600 329 2468 2150 2005 792
is_linear=0
shrinkage=0.00196078


Tree=4379
num_leaves=10
num_cat=0
split_feature=11 48 43 2 47 1 51 12 15
split_gain=6.4193e-05 5.29916e-05 0.000124239 6.94377e-05 7.90105e-05 0.000118443 6.49774e-05 6.48683e-05 0.000133569
threshold=0.080455000000000013 0.016865000000000002 -0.033174999999999989 0.11260500000000001 0.10783500000000001 0.096035000000000023 0.083165000000000017 0.080120000000000011 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -4 -1 -9
right_child=-2 2 6 -5 -6 -7 -8 8 -10
leaf_value=0.00022918239599183839 -0.00048278485663320783 0.0008176144118279032 -0.00033280499588185709 0.00030085562974755786 0.00034404785828742046 -0.0007605219721710327 0.00027528569646947259 -0.00061853961741659841 0.00026606079147257057
leaf_weight=0.0016201005846778545 0.0010030391676860645 0.0010033704203119354 0.0011929318602091092 0.0016997663612041431 0.0010761232984862999 0.0012785272706483481 0.0015578536384676942 0.00164594874602292 0.0010914106302396293
leaf_count=214 241 341 215 421 117 360 168 917 916
internal_value=0 3.32961e-05 0.000227005 -5.31546e-05 -0.000142804 -0.000235762 1.15753e-05 -8.17918e-05 -0.000265841
internal_weight=0 0.012166 0.00375416 0.00841188 0.00671211 0.00563599 0.00275079 0.00435746 0.00273736
internal_count=3910 3669 724 2945 2524 2407 383 2047 1833
is_linear=0
shrinkage=0.00196078


Tree=4380
num_leaves=9
num_cat=0
split_feature=11 48 2 159 160 133 16 15
split_gain=2.17717e-05 3.93173e-05 3.34931e-05 6.2279e-05 4.64413e-05 8.16647e-05 6.60711e-05 3.64687e-05
threshold=0.078340000000000007 0.096835000000000018 0.11260500000000001 0.082325000000000023 0.031805000000000007 0.084285000000000013 -0.057604999999999996 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.011479519645448098 -0.014057198694003157 0.015643223884233962 0.011500428757524191 -0.026368547734296938 0.016690676147733848 -0.030296938767616993 0.00096608901839076 0.027410025767293379
leaf_weight=0.0019851860627347197 0.0010259272162471906 0.0016009441711592994 0.0016572708434024379 0.0010843725005568123 0.001267051761066962 0.0010013250397208993 0.0010576374772745191 0.0010288279067146118
leaf_count=887 263 341 471 408 319 735 198 288
internal_value=0 0.00119388 -0.00135329 -0.00422249 -0.000434721 -0.00471205 0.00157995 0.0140055
internal_weight=0 0.0106826 0.00908167 0.0074244 0.00634003 0.00507298 0.00407165 0.00208647
internal_count=3910 3647 3306 2835 2427 2108 1373 486
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=11
num_cat=0
split_feature=484 474 0 4 49 15 12 15 1 2
split_gain=0.000143307 4.10369e-05 6.02554e-05 0.00010218 0.000119736 8.0764e-05 8.6102e-05 7.15009e-05 5.2212e-05 4.44505e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.084304999999999977 0.0021050000000000005 -0.047309999999999998 -0.015439999999999997 0.086865000000000012 0.085120000000000015 0.11368000000000002 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 -8 9 -6
right_child=1 -3 5 4 8 6 7 -9 -10 -11
leaf_value=-0.00071833837539532887 -0.00055594994216881153 0.00041731113655174139 0.00051632687739604493 0.00052901103559683344 -0.00062633219439040282 -0.00034616215667136995 -0.00010085861992361552 0.00057163151551060617 0.00017526688738636614 -5.8654427639372492e-05
leaf_weight=0.0010161392524290829 0.0015566525221913019 0.0010538084352763764 0.0016977264858228057 0.0012987302709154482 0.0011095430150071806 0.0016033870882988764 0.0012022502891121355 0.0012294715769637964 0.001074948186050115 0.0010158402531058597
leaf_count=612 754 318 518 147 198 273 154 663 154 119
internal_value=0 4.65928e-05 1.34534e-05 -0.000122942 2.68766e-05 0.000157531 6.57119e-06 0.00023915 -0.000176895 -0.000355007
internal_weight=0 0.0128424 0.0117885 0.00605571 0.00449906 0.00573284 0.00403511 0.00243172 0.00320033 0.00212538
internal_count=3910 3298 2980 1372 618 1608 1090 817 471 317
is_linear=0
shrinkage=0.00196078


Tree=4382
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 1 0 0
split_gain=1.97731e-05 5.91589e-05 5.70184e-05 5.07818e-05 4.99684e-05 7.93167e-05 9.88426e-05 5.10051e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.085110000000000005 -0.060094999999999989 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.030707102049114178 -0.013403919029500638 0.022331068158338407 -0.022643557236702864 0.015789055163850523 -0.030746160056049861 0.022139579051118189 0.0081213179022558684 -0.00039524419901237618
leaf_weight=0.001049386907842031 0.0010247077349896149 0.0011725953882560586 0.0011222501247112509 0.0018891402668026547 0.0010686722830950386 0.0014862343859909106 0.0017471417709754673 0.0011490158707477989
leaf_count=1189 161 279 398 421 211 659 154 438
internal_value=0 0.00113807 -0.00147455 0.00135717 -0.00283698 0.00347207 -0.0064489 -0.0150209
internal_weight=0 0.0106844 0.00951184 0.00838959 0.00650045 0.00428276 0.00279653 0.00221769
internal_count=3910 3749 3470 3072 2651 2002 1343 649
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=12
num_cat=0
split_feature=484 474 1 43 42 160 151 43 2 2 16
split_gain=0.000213885 9.81118e-05 8.52227e-05 8.29829e-05 0.000132895 0.000127715 0.000113226 7.78764e-05 0.000126034 0.000110894 4.82415e-05
threshold=-0.0043499999999999988 0.085070000000000021 0.13562500000000002 -0.15648499999999999 -1.0000000180025095e-35 -0.080734999999999987 -0.0088999999999999982 -0.074254999999999988 0.089910000000000004 0.11339500000000001 0.054425000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -9 10 -10
right_child=1 -3 -4 4 5 6 7 8 9 -11 -12
leaf_value=-0.00083874513710060312 0.00034528371686523215 0.00060321268008176965 0.0005371478519289102 -0.00078270061689953514 -0.00066528556937204371 -0.0004031267641366736 0.00060185614311770975 -0.0003621484583979469 0.00086312449101261885 -0.00019724980075146279 0.0002610500694426653
leaf_weight=0.0011296805875634511 0.0017580520639711361 0.001126052635912333 0.0010421651445133443 0.0010328440994651243 0.0011031966248073273 0.0016915944436315961 0.0012713032190636124 0.0017677621487272215 0.0010298446105353742 0.0011486243217800575 0.0010168703792247484
leaf_count=612 235 298 211 763 429 286 206 457 163 132 118
internal_value=0 4.82202e-05 -3.67774e-07 -4.776e-05 -0.000116433 -4.02191e-05 4.67821e-05 0.000168857 5.79436e-05 0.000290352 0.000563996
internal_weight=0 0.0139883 0.0128623 0.0118201 0.010062 0.0090292 0.007926 0.0062344 0.0049631 0.00319534 0.00204671
internal_count=3910 3298 3000 2789 2554 1791 1362 1076 870 413 281
is_linear=0
shrinkage=0.00196078


Tree=4384
num_leaves=8
num_cat=0
split_feature=4 42 42 0 52 151 16
split_gain=2.09104e-05 3.20708e-05 4.88953e-05 5.59834e-05 8.91999e-05 6.07306e-05 0.000117357
threshold=0.27020000000000005 0.091955000000000023 0.085195000000000007 0.047345000000000005 -0.087094999999999992 -0.0035949999999999997 -0.089864999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.028970021038194124 0.0097092222085886498 -0.016686172151575761 0.018689172616744517 0.014406713217162756 0.016730935675015685 -0.033993128523574438 0.006817844984509264
leaf_weight=0.0014286584954240102 0.0018216290672964817 0.0012849767560284301 0.001232282798714201 0.0015013074164405525 0.0014295140596496127 0.0011185290193838466 0.0019041537305624356
leaf_count=432 472 709 704 218 255 353 767
internal_value=0 -0.00194893 0.000249351 -0.00282875 -0.00722875 -0.000252228 -0.00828406
internal_weight=0 0.00989942 0.00861445 0.00738216 0.00588086 0.0044522 0.00302268
internal_count=3910 3438 2729 2025 1807 1375 1120
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=11
num_cat=0
split_feature=484 159 150 49 2 2 12 13 4 3
split_gain=6.62069e-05 4.41497e-05 6.82434e-05 5.71559e-05 6.09986e-05 8.6973e-05 7.67163e-05 7.07648e-05 6.75891e-05 6.73271e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 0.090695000000000012 0.10513500000000002 0.10362500000000001 0.086650000000000019 0.097345000000000015 -0.089899999999999994 -0.06272999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 -6 -7 -2
right_child=1 -3 -4 -5 7 8 -8 -9 -10 -11
leaf_value=-0.00046813866319034264 -0.00063703336583525343 0.00035299127262146434 -0.00039975145259842266 0.00047677065093687862 8.1441866004958399e-05 2.6851390678066697e-05 0.00036850211159288889 -0.00062429618068974679 0.00069512700922262063 -2.004120930151087e-05
leaf_weight=0.0010753230922331903 0.0010549380665705248 0.001512487924078953 0.0014565104257409584 0.001097715481541057 0.0010631652555371973 0.0010484286036627258 0.0010919966575950318 0.0011234900372562224 0.0013075471111191985 0.0019130392712335561
leaf_count=627 693 394 283 246 93 424 131 371 339 309
internal_value=0 3.86211e-05 -3.99685e-06 5.5426e-05 1.66129e-06 9.80519e-05 -7.58545e-05 -0.000281162 0.000397739 -0.000239345
internal_weight=0 0.0126693 0.0111568 0.00970032 0.00860261 0.00641595 0.00405997 0.00218666 0.00235598 0.00296798
internal_count=3910 3283 2889 2606 2360 1896 1133 464 763 1002
is_linear=0
shrinkage=0.00196078


Tree=4386
num_leaves=10
num_cat=0
split_feature=11 43 15 4 13 52 1 2 4
split_gain=2.02082e-05 3.33628e-05 0.00010155 9.0865e-05 4.47274e-05 6.13316e-05 6.23635e-05 6.94156e-05 3.10694e-05
threshold=0.078340000000000007 -0.06705499999999999 -0.053579999999999996 -0.084009999999999987 -0.09547499999999999 1.0000000180025095e-35 0.10662500000000001 0.089910000000000004 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 7 -6 -3
right_child=-2 4 3 -5 5 -7 -8 -9 -10
leaf_value=0.029533831115921318 -0.013543785392211145 0.021107179823472599 0.018436264146900867 -0.021354002094498507 -0.022947469073928146 0.0098148463100520122 -0.035208961969967235 0.011733155499856875 -0.0028011114204028048
leaf_weight=0.0014464137788307487 0.001024195617575858 0.0010639546383903109 0.0010099901059925172 0.0013292086246236717 0.0011970975933865359 0.0013258543511561393 0.0010938198093442177 0.0011144306806081853 0.0011112585418410802
leaf_count=769 263 75 253 593 478 753 166 282 278
internal_value=0 0.00116023 0.00870524 -0.00417386 -0.00297541 -0.00843206 -0.0155364 -0.0062273 0.00889307
internal_weight=0 0.010692 0.00378561 0.0023392 0.00690642 0.0047312 0.00340535 0.00231153 0.00217521
internal_count=3910 3647 1615 846 2032 1679 926 760 353
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=11
num_cat=0
split_feature=484 4 0 12 15 42 15 43 0 150
split_gain=7.44456e-05 4.42901e-05 5.84301e-05 5.41147e-05 7.51004e-05 0.000194846 0.000162424 0.000119893 0.000156087 0.000107977
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 1.0000000180025095e-35 0.08401500000000002 -0.017214999999999998 -0.079109999999999986 -0.10462499999999998 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5 9 -9
right_child=1 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.0005139929862240355 -0.00036506044680040104 -0.00038190704747645665 0.00048050689461376166 -0.00053994330995357114 -0.00059599240334564372 0.00046800215843205379 0.0008633427202432843 -0.00038005595389948779 0.00074287565666596839 0.00041734200486469222
leaf_weight=0.0010789561078790441 0.0010377267130934715 0.0011890615199214036 0.0011337288428750402 0.001094355417834085 0.0017871475734349013 0.0010507822942280717 0.0011087829232726883 0.0017057950024036584 0.0013290410596646712 0.0010577345145134816
leaf_count=627 151 423 152 395 688 596 216 154 404 104
internal_value=0 2.28334e-05 5.79689e-05 1.15621e-05 6.27859e-05 -0.000202034 0.000182159 3.65461e-05 0.0001907 -7.48537e-05
internal_weight=0 0.0124942 0.0114564 0.0103227 0.00913364 0.00283793 0.00629571 0.00518693 0.00409257 0.00276353
internal_count=3910 3283 3132 2980 2557 1284 1273 1057 662 258
is_linear=0
shrinkage=0.00196078


Tree=4388
num_leaves=11
num_cat=0
split_feature=484 15 42 1 16 51 160 2 0 4
split_gain=0.00016112 5.14514e-05 0.000186305 0.000100089 9.71313e-05 7.85815e-05 8.25531e-05 0.00010962 0.000127502 6.981e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 -0.09021499999999999 -0.077849999999999989 1.0000000180025095e-35 -0.18087499999999998 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 -2 -5 -7 -8 -9 -3
right_child=1 2 -4 5 -6 6 7 8 -10 -11
leaf_value=-0.0007511058262462451 -0.00052006400033746127 -0.00015966638808210929 0.00045557134278972726 0.00064063585804248696 0.00020904494576804626 -0.00036965817671369921 -0.0001981398047906853 0.0001753686844207774 0.0010325035379115486 -0.00087093643686538566
leaf_weight=0.0010465845601503919 0.0015520738524525892 0.0010728695779019925 0.0011987703066991115 0.0015232612073065397 0.0012833205583502277 0.0010080969498776939 0.0014085569715616706 0.0019698016320488241 0.0010090245046208562 0.0010494996118181124
leaf_count=612 584 395 620 221 194 185 306 135 320 338
internal_value=0 4.84309e-05 -0.000162361 0.000120202 -0.000190064 0.000247354 0.000136322 0.000252581 0.000465708 -0.000511385
internal_weight=0 0.0130753 0.00332114 0.00975414 0.00283539 0.00691874 0.00539548 0.00438738 0.00297883 0.00212237
internal_count=3910 3298 1353 1945 778 1167 946 761 455 733
is_linear=0
shrinkage=0.00196078


Tree=4389
num_leaves=10
num_cat=0
split_feature=484 1 42 52 2 151 16 13 43
split_gain=7.38672e-05 4.02416e-05 7.43119e-05 6.44011e-05 0.000103316 0.000121489 8.5356e-05 6.70207e-05 5.34797e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 0.11401500000000002 0.088675000000000018 -0.0088999999999999982 -0.089864999999999987 -0.0016149999999999999 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -7 -8
right_child=1 -3 -4 -5 5 7 8 -9 -10
leaf_value=-0.000504766671029142 -0.0006177425681543478 0.00032467744345792841 -0.00043755288086070075 -0.0004129479619765699 -0.00026358566946287602 0.0007090326454846544 -0.00027845662192705717 0.00018814965049362376 0.00030257712913902966
leaf_weight=0.0010843510089387437 0.0010588368416167299 0.001547785326375715 0.0013851048887936019 0.0010368395872518517 0.0011783410682559428 0.0019626501094575201 0.0010854490570239366 0.0018401143882220599 0.0013876356646212822
leaf_count=627 276 310 612 323 207 356 592 356 251
internal_value=0 2.87635e-05 -1.31215e-05 4.84376e-05 0.000104632 0.000286524 -0.000151892 0.000456983 4.75586e-05
internal_weight=0 0.0124828 0.010935 0.00954987 0.00851303 0.00498111 0.00353192 0.00380276 0.00247308
internal_count=3910 3283 2973 2361 2038 919 1119 712 843
is_linear=0
shrinkage=0.00196078


Tree=4390
num_leaves=9
num_cat=0
split_feature=4 1 12 52 47 3 43 52
split_gain=2.20019e-05 6.58436e-05 3.66257e-05 3.77801e-05 5.80015e-05 8.28856e-05 0.000107051 5.30945e-05
threshold=0.24280000000000004 0.11198000000000001 0.10129000000000001 -0.11271999999999999 0.087850000000000025 0.096385000000000012 -0.08799499999999999 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.015755757990695434 -0.00837776180383034 0.024121156341139843 -0.01913561267246968 0.023326891895284751 -0.018577504982016744 0.030554105524253257 -0.025944421858707181 0.00071379727010682011
leaf_weight=0.001286278128691325 0.0012228300393810664 0.0012717800667679385 0.0011447367951700612 0.0014487536473251558 0.0010603889273814102 0.0011765020557795436 0.0012111007723089704 0.0019501225445224843
leaf_count=548 196 353 428 360 231 127 431 1236
internal_value=0 0.00819055 -0.0023883 -3.11192e-05 0.00292297 0.00686299 0.000816838 -0.00949927
internal_weight=0 0.00249461 0.00927788 0.00813315 0.00684687 0.00578648 0.00460998 0.00316122
internal_count=3910 549 3361 2933 2385 2154 2027 1667
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=12
num_cat=0
split_feature=484 52 150 52 159 151 4 16 12 52 16
split_gain=0.000137208 6.68559e-05 8.71557e-05 9.1268e-05 6.65968e-05 5.64422e-05 0.00010073 0.000100734 9.56695e-05 0.000105772 4.12652e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 -0.37613999999999997 0.082325000000000023 -0.0008699999999999999 0.15045000000000003 -0.089864999999999987 0.093375000000000014 0.091210000000000013 -0.48509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 -7 9 -9 -8
right_child=1 5 -4 4 -6 6 10 8 -10 -11 -12
leaf_value=-0.00070853023757287421 -0.00010403062496717612 -0.00039803162445121927 -0.00019589577599619663 0.00091405191445616079 0.00026328400506388613 -0.00064230774840690074 0.00064915291851374538 -0.00012546343483600583 -0.00048924989522180953 0.00067446111288296438 0.00010918226813527482
leaf_weight=0.0010236341963744339 0.0010190892893325162 0.001611154139130328 0.0013750057015460169 0.0012351472374493725 0.0011842803604217179 0.0011978069172528995 0.0010082479925940292 0.0014966882939545976 0.0010406800999371428 0.0011045287522540885 0.0011820703855490537
leaf_count=612 355 273 151 208 279 442 211 552 400 263 164
internal_value=0 3.61482e-05 0.000221338 0.000388183 0.000595509 -6.70109e-05 8.85303e-06 -0.000149044 1.3188e-05 0.000214201 0.000357742
internal_weight=0 0.0134547 0.00481352 0.00343852 0.00241943 0.00864118 0.00703002 0.0048397 0.0036419 0.00260122 0.00219032
internal_count=3910 3298 993 842 487 2305 2032 1657 1215 815 375
is_linear=0
shrinkage=0.00196078


Tree=4392
num_leaves=9
num_cat=0
split_feature=52 160 15 16 52 0 4 16
split_gain=2.52052e-05 6.1532e-05 5.90779e-05 4.72487e-05 8.15409e-05 4.77862e-05 9.95173e-05 3.31152e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.053579999999999996 -0.055679999999999993 0.091715000000000005 -0.11756999999999999 0.05309500000000001 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 -2
right_child=3 2 -4 4 -6 6 -8 -9
leaf_value=0.027418936281357484 0.0035818294408846416 0.010967394687498987 -0.017111877544236358 -0.036464099329481449 -0.00025665431418349214 -0.0060828990235433445 0.030680848897820225 -0.021633729341615737
leaf_weight=0.0010241252700473563 0.001003558361982466 0.0017750595743044391 0.0012966387536195751 0.0010232857836913899 0.0015860138821121889 0.0016599447682267713 0.0013232767448473912 0.0010827362232209005
leaf_count=244 178 518 428 481 336 1185 379 161
internal_value=0 0.00619174 -0.000885551 -0.00352233 -0.0144561 0.00210532 0.0102245 -0.00950443
internal_weight=0 0.00409582 0.0030717 0.00767882 0.0026093 0.00506952 0.00298322 0.00208629
internal_count=3910 1190 946 2720 817 1903 1564 339
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=12
num_cat=0
split_feature=484 15 15 49 124 133 160 4 3 4 3
split_gain=0.000139358 7.06012e-05 8.27349e-05 7.22493e-05 6.35665e-05 7.77097e-05 0.000152796 0.000127275 0.000121802 0.000102959 8.00859e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 0.010625000000000001 -0.018779999999999995 0.083815000000000014 0.086620000000000016 -0.034289999999999994 -0.089604999999999976 1.0000000180025095e-35 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -6 -9 -11
right_child=1 2 3 -5 5 -7 -8 9 -10 10 -12
leaf_value=-0.00071115331519272008 0.00051998019598046153 -0.00050417746396460824 -0.00046865687661633277 0.00054596691154175673 0.0002450402063278634 0.00044352569235775848 -0.0007414357084287211 0.000821248358171328 -0.00058531198126717573 0.00051681284766896026 -0.00018143165577955383
leaf_weight=0.0010399006066934132 0.0010585078778337651 0.001168142612212957 0.00102366844855488 0.0010043371728724109 0.0011604953693186151 0.0015698884531236516 0.001020562725115446 0.0010844061441948999 0.0016375909184186161 0.0010648733862291429 0.00155194649123002
leaf_count=612 291 245 142 425 322 555 101 201 742 137 137
internal_value=0 3.40849e-05 -7.77802e-06 4.43786e-05 -5.43276e-06 4.67345e-05 -3.61017e-05 7.46542e-05 -0.000240927 0.00031323 0.000102708
internal_weight=0 0.0133444 0.0122859 0.0111178 0.0101134 0.00908976 0.00751988 0.00649931 0.00279809 0.00370123 0.00261682
internal_count=3910 3298 3007 2762 2337 2195 1640 1539 1064 475 274
is_linear=0
shrinkage=0.00196078


Tree=4394
num_leaves=9
num_cat=0
split_feature=1 457 52 2 13 52 4 1
split_gain=2.37302e-05 5.96333e-05 8.12336e-05 6.93446e-05 8.91356e-05 7.98178e-05 6.60567e-05 7.80842e-05
threshold=0.12864500000000004 0.088055000000000008 0.11401500000000002 0.096540000000000015 -0.00059999999999999995 -0.087094999999999992 -1.0000000180025095e-35 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.03303354435898876 0.011419533576220086 0.02092362500604977 -0.030123078380512921 0.024521876543712687 -0.0080073893653748087 -0.008766215577968783 -0.017974886141852713 0.029345551949533501
leaf_weight=0.0010589152417543849 0.0015421216603462165 0.0010306372673640424 0.0010863033397611006 0.001870626456066529 0.001532454761178179 0.0011304219141924448 0.0014991183898179525 0.001025058457470997
leaf_count=447 331 179 567 443 331 904 318 390
internal_value=0 -0.00188719 -0.00444179 -0.00100467 0.0098735 -0.00885853 -0.00185386 0.00935818
internal_weight=0 0.0102335 0.0092029 0.0081166 0.00340308 0.00471351 0.0036546 0.00215548
internal_count=3910 3579 3400 2833 774 2059 1612 1294
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=10
num_cat=0
split_feature=124 151 49 4 47 16 1 16 2
split_gain=2.12597e-05 3.06173e-05 3.87198e-05 5.51244e-05 5.49379e-05 5.89057e-05 0.000116957 7.41649e-05 5.1367e-05
threshold=-0.061329999999999989 -0.083919999999999981 0.010625000000000001 -0.08422499999999998 0.09252500000000001 -0.11180499999999999 0.10723500000000001 -0.057604999999999996 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 7 -7 -3
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.013677389486075255 -0.016852680493860787 -0.032190780547649914 0.018401253548424187 0.026631092189621949 -0.014182074794172897 -0.0036030464067640503 -0.027186614853846536 0.03004266855715066 -0.0010875554381266004
leaf_weight=0.0010181263479009219 0.0011509710435707388 0.0010052616272826463 0.0010632916453121475 0.0012504810840126357 0.0014629814850661491 0.001354853238036162 0.0010237316088163415 0.0012685734949220654 0.001125411707313298
leaf_count=310 366 538 619 341 218 681 183 508 146
internal_value=0 -0.00144445 0.000411666 -0.00184102 0.00282229 0.00790169 0.00148004 0.0126665 -0.0157622
internal_weight=0 0.0107056 0.00955459 0.00849129 0.00636062 0.00489764 0.00364716 0.00262343 0.00213067
internal_count=3910 3600 3234 2615 1931 1713 1372 1189 684
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=11
num_cat=0
split_feature=158 457 16 15 47 12 16 48 42 3
split_gain=6.95188e-05 5.01222e-05 6.24392e-05 0.000100656 0.000126418 7.35192e-05 6.77432e-05 8.90741e-05 6.53608e-05 5.60555e-05
threshold=0.084710000000000021 -1.0000000180025095e-35 -0.50388999999999984 -0.14097499999999996 0.10783500000000001 0.10129000000000001 -0.094359999999999986 0.016865000000000002 0.084100000000000022 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 9 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00038187547330756713 -0.0005028616233182404 0.00048916071461482813 -0.00051699204384346139 -0.00032274038548899946 0.0006588625200382609 -0.00049713743589634596 0.0004750727215875041 0.00058034525189616171 -0.00039962907490806871 -7.141676412835004e-05
leaf_weight=0.0010359548317259082 0.0010122801160771982 0.0012131820878424999 0.0011918941423366752 0.0013615693049324586 0.0012853976594041023 0.0010141882113633141 0.001276636039410677 0.0014618795857224741 0.001071381258272339 0.001659907584187181
leaf_count=307 433 191 333 294 129 331 721 255 729 187
internal_value=0 3.1268e-05 6.8369e-05 1.89159e-05 8.88697e-05 -4.51654e-06 6.86181e-05 0.000166037 1.49191e-05 0.000166165
internal_weight=0 0.012572 0.011536 0.0103229 0.00913096 0.00784556 0.00683137 0.0054698 0.00400792 0.00293654
internal_count=3910 3477 3170 2979 2646 2517 2186 1892 1637 908
is_linear=0
shrinkage=0.00196078


Tree=4397
num_leaves=9
num_cat=0
split_feature=52 160 43 160 42 12 52 15
split_gain=2.25682e-05 5.79122e-05 6.08264e-05 4.02965e-05 4.87355e-05 3.6398e-05 7.10998e-05 1.88802e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.074254999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095295000000000019 0.048490000000000012 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 -6
right_child=3 2 -4 4 5 -7 -8 -9
leaf_value=0.026585013700790406 -0.018408488625015561 0.015464395089880316 -0.013055704979549779 -0.018645911252108262 -0.010907430517815748 -0.010160359830745329 0.025565252512124999 0.0076359060428105099
leaf_weight=0.0010148199440065571 0.0014389036250435864 0.0012970844024682091 0.0017659030622723985 0.0011262863156194609 0.0011790081787907867 0.0012885912583562543 0.0015706083289533752 0.0010276713493121978
leaf_count=244 924 510 436 695 245 251 351 254
internal_value=0 0.00588123 -0.000978288 -0.00333387 0.000169095 0.0043522 0.00930304 -0.00227162
internal_weight=0 0.00407781 0.00306299 0.00763107 0.00619217 0.00506588 0.00377729 0.00220668
internal_count=3910 1190 946 2720 1796 1101 850 499
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=11
num_cat=0
split_feature=484 15 15 49 52 2 4 150 52 43
split_gain=0.000140203 7.69737e-05 0.000110116 6.38083e-05 7.50196e-05 9.70255e-05 9.46171e-05 9.16454e-05 9.52143e-05 7.6382e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.11739999999999999 0.0068800000000000016 -0.048794999999999991 0.10571000000000001 0.070230000000000015 0.086420000000000011 -0.11271999999999999 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 9 8 -4 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00071257100891106693 0.00055292863825776375 -0.00055918706485914437 8.2968434883678652e-05 0.00052748027964806283 -0.00047249017565216219 -0.00053448703418608262 0.00049687881208165471 -0.00019482465270990594 0.00082941159912666576 0.00011145050123188202
leaf_weight=0.0010327934834040266 0.0010270290728565503 0.0012437257336504566 0.0014015621232403956 0.0010034581376610159 0.0015231471266090556 0.0016352087163077136 0.0011935449565750739 0.0013527995595488613 0.0012367507922755863 0.001981724186246446
leaf_count=612 291 245 319 432 864 204 116 147 167 513
internal_value=0 3.68004e-05 -5.36333e-06 5.54411e-05 9.56379e-06 -0.000123114 2.00577e-05 0.000220115 0.000432875 -0.000142318
internal_weight=0 0.013599 0.0125719 0.0113282 0.0103247 0.00633362 0.00469842 0.00399111 0.00263831 0.00350487
internal_count=3910 3298 3007 2762 2330 1697 1493 633 486 1377
is_linear=0
shrinkage=0.00196078


Tree=4399
num_leaves=10
num_cat=0
split_feature=484 3 1 12 1 1 52 12 0
split_gain=0.000101872 4.93421e-05 5.65172e-05 5.73952e-05 6.95338e-05 7.43355e-05 5.65375e-05 6.76818e-05 0.00010035
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12864500000000004 0.10595000000000002 0.11167500000000001 0.10113500000000002 0.086950000000000013 0.086765000000000023 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00059598771808704878 0.0004377311533829511 0.00018558030760753509 0.00034158921457481538 -0.00048420796477886911 -0.00039395613857762848 0.00050244750685296752 -0.00041445217817446026 0.00036145325118076951 -0.00053532983732792908
leaf_weight=0.0010691239567386162 0.0010675220585227773 0.0018207023516698733 0.0015799912511223211 0.0010808567290002185 0.001477375052945957 0.001276176881987467 0.0011270801193314466 0.0019122519508902136 0.0012534281116424457
leaf_count=627 225 176 300 246 223 204 695 738 476
internal_value=0 3.444e-05 -2.90623e-06 -5.76214e-05 -5.62209e-06 7.20157e-05 -1.78364e-05 7.18113e-05 -0.000108359
internal_weight=0 0.0125954 0.0115279 0.00994787 0.00886701 0.00738964 0.00611346 0.00498638 0.00307413
internal_count=3910 3283 3058 2758 2512 2289 2085 1390 652
is_linear=0
shrinkage=0.00196078


Tree=4400
num_leaves=9
num_cat=0
split_feature=3 1 15 3 13 15 3 1
split_gain=2.19565e-05 4.82922e-05 5.87813e-05 7.60816e-05 3.97775e-05 8.66876e-05 9.32658e-05 5.62393e-05
threshold=-0.15464999999999998 0.08844500000000001 -1.0000000180025095e-35 -0.069909999999999986 -0.094679999999999986 -1.0000000180025095e-35 0.11265500000000002 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6
right_child=1 4 3 -5 5 -7 -8 -9
leaf_value=0.013975751603713199 -0.028265427396663347 0.020202674994122042 -0.01868867558160758 0.012715123272702548 0.00048089220956057355 -0.023288487295301454 -0.014479979275041821 0.029951225726992936
leaf_weight=0.0010081692410625854 0.0012174090005500288 0.0012295310439866406 0.0014803888286758224 0.0016109818722916339 0.0010901938893023433 0.0012067516038212576 0.0013198339056809116 0.0015948280172542574
leaf_count=259 1061 250 1004 196 193 416 99 432
internal_value=0 -0.00145831 -0.00965314 -0.00232346 0.0040236 0.000206603 0.00728619 0.0179854
internal_weight=0 0.0107499 0.00430878 0.00309137 0.00644114 0.00521161 0.00400486 0.00268502
internal_count=3910 3651 2261 1200 1390 1140 724 625
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=8
num_cat=0
split_feature=15 51 48 42 40 4 16
split_gain=2.18866e-05 3.3985e-05 5.90191e-05 6.12603e-05 5.32172e-05 6.25996e-05 5.19136e-05
threshold=-0.24219999999999997 0.090935000000000016 0.092065000000000022 0.086325000000000013 -1.0000000180025095e-35 0.0021050000000000005 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.013781406765323604 -0.01566224747069131 0.013841382279521889 -0.022569524402639464 -0.016183758880002924 0.016504323618072508 0.023130948560314279 -0.0098224603134337268
leaf_weight=0.0010324520690329986 0.0010751548943986186 0.0012769889717753795 0.0013896322238277454 0.0018537005116099469 0.0012108351455812627 0.0019098539446597961 0.0019637638487809963
leaf_count=317 177 423 292 1078 327 323 973
internal_value=0 -0.00146588 -0.00354472 -0.00024552 0.00455101 0.00882529 0.000218932
internal_weight=0 0.0106799 0.00940294 0.00801331 0.00615961 0.00508445 0.0031746
internal_count=3910 3593 3170 2878 1800 1623 1300
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=12
num_cat=0
split_feature=484 11 3 49 3 160 1 1 3 47 16
split_gain=0.000140432 8.23605e-05 0.000111757 0.000104727 7.60159e-05 7.73693e-05 8.49423e-05 0.000102116 8.89876e-05 6.89604e-05 5.65078e-05
threshold=-0.0043499999999999988 0.081130000000000022 -0.12008499999999998 -0.069934999999999983 -0.078884999999999997 -0.083654999999999993 0.11097000000000001 0.094890000000000016 0.086245000000000016 0.10933000000000002 -0.075409999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 -5 -6 7 8 -7 -8 -4
right_child=1 -3 3 4 5 6 9 -9 -10 -11 -12
leaf_value=-0.00070937697112709167 0.00057886483271791622 -0.0005048541774825869 -0.00069759742403089568 -0.00028868855486397546 -0.00030707383585960608 -0.00011155963899663826 -0.00043579903191075524 0.00087553868428461078 0.00054061233947744604 0.00028655636663661466 -5.4617988218572974e-05
leaf_weight=0.0010479904479251912 0.0015082054343251048 0.0010070830923988262 0.0010778793363016752 0.0015935716702875921 0.0010683615712964046 0.001561306855982352 0.0010059497299625502 0.0012999158491906436 0.0016592161796082083 0.001026701031887365 0.0010254340817892078
leaf_count=612 176 211 125 1297 282 438 247 189 60 76 197
internal_value=0 3.50833e-05 7.74767e-05 1.06651e-05 0.000100775 0.000182208 0.000261977 0.000411673 0.00022444 -7.09341e-05 -0.000384124
internal_weight=0 0.0138336 0.0128265 0.0113183 0.00921502 0.00762145 0.00655309 0.00452044 0.00322052 0.00203265 0.00210331
internal_count=3910 3298 3087 2911 2589 1292 1010 687 498 323 322
is_linear=0
shrinkage=0.00196078


Tree=4403
num_leaves=10
num_cat=0
split_feature=52 11 48 4 0 2 0 4 0
split_gain=2.02815e-05 2.98317e-05 6.26205e-05 5.4282e-05 5.11721e-05 8.33537e-05 7.59087e-05 4.37826e-05 2.83968e-05
threshold=0.17829500000000004 1.0000000180025095e-35 0.096835000000000018 -0.083329999999999987 -0.10071499999999999 0.083715000000000026 -0.06402999999999999 -0.23071499999999998 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 -1 -7
right_child=-2 -3 -4 4 6 8 -8 -9 -10
leaf_value=0.00044019168910535469 -0.013660065760114784 -0.01492257271123501 0.022379553592889106 0.026465799752246718 -0.031624751893878762 0.0033246996157275388 0.0035344945156394929 0.027080066257712029 -0.019202119698508005
leaf_weight=0.0014473383184070137 0.0010113061446903751 0.0010420114523576095 0.0014080480755655463 0.0010022351920455416 0.0014303928894206885 0.0010909392282392183 0.0010759730365954702 0.0010752696212132781 0.001148916532579064
leaf_count=144 463 278 296 66 1471 92 344 468 288
internal_value=0 0.00115427 0.00288503 -0.000433675 -0.00580024 0.00249542 -0.016531 0.0117955 -0.00823026
internal_weight=0 0.0107211 0.00967911 0.00827106 0.00574846 0.00324209 0.00250637 0.00252261 0.00223986
internal_count=3910 3447 3169 2873 2261 446 1815 612 380
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 12 16 4
split_gain=2.16439e-05 6.43063e-05 4.89563e-05 7.69497e-05 6.11397e-05 5.44672e-05 7.3602e-05 7.294e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085285000000000014 0.094045000000000004 -0.008069999999999999 -0.0083799999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.020377465648370584 -0.013968169209206746 0.022100074366677727 -0.022160217228378427 0.020927075605589821 -0.025529503927030347 -0.016696875214508505 0.022508730514041616 0.01229400526898169
leaf_weight=0.0012164252622158507 0.0010280330894231133 0.0012962975628468655 0.0012109057990953242 0.0015820746769795724 0.0010684381068658509 0.0013661544095373073 0.0016739826225876083 0.0012474027187905309
leaf_count=275 161 388 967 130 227 800 583 379
internal_value=0 0.00122518 -0.00166419 0.00112921 -0.00364044 0.000612965 0.00633568 -0.00467735
internal_weight=0 0.0106617 0.00936538 0.00814896 0.00656688 0.00549845 0.00413229 0.00245831
internal_count=3910 3749 3361 3086 2956 2729 1929 1346
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=10
num_cat=0
split_feature=124 13 13 48 1 52 43 2 0
split_gain=2.50908e-05 2.56425e-05 5.344e-05 3.63638e-05 6.89186e-05 7.7005e-05 8.22807e-05 7.2502e-05 5.99897e-05
threshold=-0.061329999999999989 0.17936000000000002 0.00079000000000000012 0.11028500000000001 0.11198000000000001 0.084240000000000023 -0.07526999999999999 0.092865000000000017 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.014954522390114848 0.023996707869525933 -0.015995006236222215 0.01945382382282277 -0.018637265430755372 0.020581579614275959 -0.024894541791301517 0.020728410633457529 -0.028774738189272554 -0.013131981337587334
leaf_weight=0.0010109350118842125 0.0012129386851279446 0.0010990895605369868 0.0012450000297351662 0.001229436448866506 0.0013220772464613614 0.001425400878867748 0.001051709346289632 0.0010068300126840099 0.0010412634544845019
leaf_count=310 602 196 522 159 306 864 101 300 550
internal_value=0 -0.00153153 0.000135725 -0.00276561 -1.78287e-06 -0.00474422 0.00191564 -0.00672458 0.00388271
internal_weight=0 0.0106337 0.00953466 0.00828966 0.00706022 0.00573814 0.00431274 0.0030998 0.00209297
internal_count=3910 3600 3404 2882 2723 2417 1553 951 651
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=9
num_cat=0
split_feature=150 151 151 4 15 16 0 13
split_gain=2.27845e-05 8.49221e-05 6.32611e-05 4.54696e-05 8.74927e-05 5.65833e-05 5.43115e-05 3.94286e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 -0.056409999999999995 0.24280000000000004 -0.064869999999999983 -0.089864999999999987 -0.082994999999999985 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 -7 -8
right_child=2 3 -4 -5 5 6 7 -9
leaf_value=-0.027655381401644353 0.026551472112652331 -0.025951771645452468 -0.0074752440947115709 0.016166165209191823 -0.016611162225131742 0.027746856256257175 0.011526854637104091 -0.011250850596092692
leaf_weight=0.0011525757614846343 0.0010655345622657458 0.0012722908921760662 0.0011214245024982813 0.001650820911735359 0.0011320652274114176 0.0010934396146814653 0.0017861441789409995 0.0013227690521470646
leaf_count=360 318 730 195 386 329 401 708 483
internal_value=0 -0.0022279 0.00910332 0.00132124 -0.00238807 0.00323202 0.00857754 0.00183548
internal_weight=0 0.00941011 0.00218696 0.00825753 0.00660671 0.00533442 0.00420235 0.00310891
internal_count=3910 3397 513 3037 2651 1921 1592 1191
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=9
num_cat=0
split_feature=124 1 42 3 457 4 0 0
split_gain=2.1681e-05 2.808e-05 5.03639e-05 5.57573e-05 6.08087e-05 4.04285e-05 7.7314e-05 4.34137e-05
threshold=-0.061329999999999989 0.12864500000000004 0.091955000000000023 -0.100615 0.069705000000000003 0.22584000000000001 -0.083424999999999985 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.013976506589414262 0.014352090809246144 0.012030085290588795 -0.023468493810574365 -0.006429231978461728 0.01438467915560057 -0.028183204973893362 -0.022767061023875365 0.02084637884557583
leaf_weight=0.0010018234739398663 0.00189351903088517 0.0013536636636220607 0.0011004694687409755 0.0013030099709617912 0.0012573691666609675 0.0010017899404857868 0.001585402631525042 0.0010568614615044031
leaf_count=310 444 259 690 195 189 130 822 871
internal_value=0 -0.00141707 -0.00339599 -0.000668245 -0.00525227 -0.0102433 -0.00568796 0.00578607
internal_weight=0 0.0105521 0.00919842 0.00809795 0.00620443 0.00494706 0.00394527 0.00235987
internal_count=3910 3600 3341 2651 2207 2018 1888 1066
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=9
num_cat=0
split_feature=11 48 47 2 16 133 15 0
split_gain=2.01129e-05 3.47704e-05 2.99454e-05 5.36754e-05 6.84353e-05 4.86154e-05 4.07251e-05 4.08573e-05
threshold=0.078340000000000007 0.096835000000000018 0.09252500000000001 0.11260500000000001 0.16388500000000003 0.083815000000000014 -0.09547499999999999 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.012842816226713075 -0.013606879201931635 0.014882706251526913 -0.015057583169312078 0.01798375865458492 -0.025629135292584277 0.019381955156053732 0.0052470950630192671 -0.0200040486469996
leaf_weight=0.0010739362614002042 0.001002853391183973 0.0015813548601876721 0.0013283796187284142 0.0015259043932541409 0.0010950806575920772 0.0012142213832703761 0.0010485261381288035 0.0016477592562142852
leaf_count=215 263 341 217 459 216 918 166 1115
internal_value=0 0.00121485 -0.00120446 0.00121515 -0.00299362 0.0019794 -0.00362519 -0.0101844
internal_weight=0 0.0105152 0.00893381 0.00760543 0.00607952 0.00498444 0.00377022 0.00269629
internal_count=3910 3647 3306 3089 2630 2414 1496 1281
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=7
num_cat=0
split_feature=43 43 4 0 47 52
split_gain=2.04655e-05 4.16624e-05 4.30183e-05 6.87664e-05 5.2329e-05 5.53826e-05
threshold=-0.15648499999999999 -0.079109999999999986 -0.23071499999999998 -0.083674999999999986 0.087235000000000021 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.0095347438164965319 -0.017089606166989083 -0.014762695547750724 -0.0077557455743939296 0.022687407476844862 -0.019082056778428638 0.016222084905102165
leaf_weight=0.001859717076677223 0.001524585982626986 0.0014370635870301499 0.001890241513645266 0.0015600839826433012 0.0012499852802607221 0.0019643103312858125
leaf_count=314 1030 248 296 1071 189 762
internal_value=0 -0.00192417 0.000929685 0.00431337 -0.00130224 0.00446355
internal_weight=0 0.00962627 0.00810168 0.00666462 0.00510454 0.00385455
internal_count=3910 3596 2566 2318 1247 1058
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=8
num_cat=0
split_feature=0 16 43 15 3 2 2
split_gain=2.17202e-05 5.06187e-05 3.72128e-05 6.38743e-05 4.53616e-05 4.18186e-05 5.99328e-05
threshold=-0.017269999999999997 0.22945500000000005 -0.079109999999999986 -1.0000000180025095e-35 -0.074234999999999982 0.089910000000000004 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 -7
right_child=1 -3 4 -5 5 6 -8
leaf_value=-0.027917114607524093 -0.0046212994688579158 0.024314207356412185 0.01530314000506049 0.0051471211407663848 -0.017303947202917339 0.018467117811227268 -0.008506787566798726
leaf_weight=0.0013046603594266913 0.0013544364984624324 0.0010920080325907411 0.0017531910219481068 0.0010581213933821556 0.0015066544793553398 0.001410871037076631 0.001979293665866003
leaf_count=869 277 169 1273 328 328 300 366
internal_value=0 0.00829451 -0.00233008 -0.01311 0.00150008 -0.00344178 0.00271883
internal_weight=0 0.00244644 0.00901279 0.00236278 0.00665001 0.00489682 0.00339016
internal_count=3910 446 3464 1197 2267 994 666
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=9
num_cat=0
split_feature=124 1 457 151 2 0 0 0
split_gain=2.0957e-05 2.49221e-05 3.99462e-05 4.8066e-05 4.97491e-05 6.77721e-05 6.36336e-05 4.35137e-05
threshold=-0.048219999999999992 0.12864500000000004 0.082870000000000013 -0.0017399999999999998 0.099015000000000006 -0.068899999999999989 -0.10209999999999998 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=0.013757060973112701 -0.025804455255603168 0.011369659839060594 0.011690618818842698 -0.028209331932537465 0.025594289843911201 -0.0069156634210337832 0.014315106981359524 -0.011806707608206828
leaf_weight=0.0010020591561494705 0.0010735960199166122 0.0013359689572651065 0.0014938966886097454 0.0012950339731149989 0.0011713697655991152 0.0014168610124648318 0.0010773835900763167 0.0015626179058778038
leaf_count=319 365 252 240 239 301 369 803 1022
internal_value=0 -0.00138358 -0.00325778 -0.00619733 -0.0029704 0.00779754 -0.0100529 -0.00114641
internal_weight=0 0.0104267 0.00909076 0.00759686 0.00652327 0.00258823 0.00393504 0.00264
internal_count=3910 3591 3339 3099 2734 670 2064 1825
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=8
num_cat=0
split_feature=43 131 159 15 4 0 13
split_gain=2.09516e-05 3.52503e-05 5.03096e-05 4.59442e-05 5.71529e-05 7.74921e-05 5.12348e-05
threshold=-0.15648499999999999 1.0000000180025095e-35 0.087945000000000009 -0.10192499999999999 0.0057500000000000008 -0.089879999999999974 -0.074599999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.0096943413953209986 -0.016712462462460966 -0.018276828421746251 0.020367111284394085 -0.028834475038283409 0.016013720178140435 0.01680371645507683 -0.011127205063346768
leaf_weight=0.0018480946604967742 0.0017662107303089303 0.0011600193401918443 0.0010894161673893708 0.0010221887147250099 0.0018739234147491374 0.001389594312012164 0.0012452764586566283
leaf_count=314 423 616 391 300 375 653 838
internal_value=0 -0.00193815 0.00032178 -0.00267084 0.00181308 -0.00546351 0.00360318
internal_weight=0 0.00954663 0.00838661 0.00729719 0.00553098 0.00365706 0.00263487
internal_count=3910 3596 2980 2589 2166 1791 1491
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=9
num_cat=0
split_feature=1 0 133 15 15 3 12 16
split_gain=1.91596e-05 5.60013e-05 4.95798e-05 3.70831e-05 5.56142e-05 7.04439e-05 7.82502e-05 7.26068e-05
threshold=0.076710000000000014 -0.083564999999999987 1.0000000180025095e-35 1.0000000180025095e-35 -0.017214999999999998 0.086245000000000016 0.090715000000000018 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -7
right_child=3 2 -4 -5 -6 7 -8 -9
leaf_value=-0.026158348972536789 0.032717276353324491 0.013534181764229833 -0.014307672554555157 -0.010882780570855028 0.027839415767001899 0.011451294926198244 -0.0029962855550736303 -0.022146466370147541
leaf_weight=0.0010019600488835956 0.0011924747183952719 0.0014980552544672505 0.0011161413174711125 0.0015850590325548952 0.0010009765935609528 0.001054049435671353 0.0012636097705728449 0.0016502558257183899
leaf_count=1051 449 434 523 571 298 168 259 157
internal_value=0 -0.00605727 0.00164699 0.00275844 0.00626775 0.00208342 0.0143433 -0.00905116
internal_weight=0 0.00361616 0.0026142 0.00774643 0.00616137 0.00516039 0.00245608 0.00270431
internal_count=3910 2008 957 1902 1331 1033 708 325
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=11
num_cat=0
split_feature=484 1 52 0 0 43 4 49 1 4
split_gain=9.97158e-05 4.56093e-05 6.78847e-05 9.74538e-05 9.80269e-05 9.40693e-05 8.36935e-05 6.44291e-05 6.05397e-05 4.75945e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.11401500000000002 -0.077944999999999987 -0.10575999999999998 -0.0037249999999999996 -0.48072499999999996 -0.047309999999999998 0.11097000000000001 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -5 -2 -9 -8
right_child=1 -3 -4 6 5 -7 9 8 -10 -11
leaf_value=-0.00058931049563249772 0.00045900547590621582 0.00035859653032061097 -0.0004579094182272136 -0.00013790340605542419 -0.00084594701416886942 -4.5446286099235609e-05 0.00079222502053119623 0.00015548772225706256 -0.00043633567181556291 0.00022636014931515445
leaf_weight=0.0010341056978636467 0.0012638768786106119 0.0015541854735073865 0.0011189513528143949 0.0010422019404513726 0.0010538479366339311 0.0012152111748639054 0.0012421082136533619 0.0017106129182694542 0.0010866813684703787 0.0010584239873648411
leaf_count=627 148 310 479 166 826 389 100 254 76 535
internal_value=0 4.45533e-05 -6.73265e-07 5.2219e-05 -9.0799e-05 -0.000417233 0.000323056 9.15864e-05 -7.44214e-05 0.000531883
internal_weight=0 0.0123461 0.0107919 0.00967296 0.00633023 0.00226906 0.00334273 0.00406117 0.00279729 0.00230053
internal_count=3910 3283 2973 2494 1693 1215 801 478 330 635
is_linear=0
shrinkage=0.00196078


Tree=4415
num_leaves=12
num_cat=0
split_feature=484 156 1 52 0 0 15 52 52 457 3
split_gain=0.000189434 4.48035e-05 6.23332e-05 8.64899e-05 7.60363e-05 0.000111291 0.000117715 7.95065e-05 4.61077e-05 4.52414e-05 0.000113482
threshold=-0.0043499999999999988 0.089280000000000012 0.12811000000000003 0.11401500000000002 -0.077944999999999987 -0.10575999999999998 0.035895000000000003 0.091210000000000013 -0.072349999999999984 0.041935000000000007 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -7 8 -6 10 -2
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11 -12
leaf_value=-0.00081754491048001985 0.00034386807899431006 -0.00034069012296811284 0.00046314607008769536 -0.00047074438064844678 0.00041980879662001993 -0.00082268226736746631 6.045575134050115e-05 0.00078456731638464647 -0.00017491529848523085 0.00049725866743680503 -0.00047734232815493997
leaf_weight=0.0010276532245778779 0.0017413872265406626 0.0010053225526477248 0.0015069433226116138 0.001149921585046113 0.0010004037257331563 0.0011198290729160787 0.0012043477800850457 0.0010661668207639363 0.00100436045074365 0.0011797689298767011 0.001029403933066414
leaf_count=612 244 359 277 442 255 470 692 100 258 112 89
internal_value=0 5.69285e-05 9.02328e-05 3.66903e-05 9.91268e-05 -2.46025e-05 -0.000365056 0.000351939 0.00012186 0.000175691 3.87721e-05
internal_weight=0 0.0130079 0.0120025 0.0104956 0.00934567 0.00627474 0.00232418 0.00307093 0.00200476 0.00395056 0.00277079
internal_count=3910 3298 2939 2662 2220 1607 1162 613 513 445 333
is_linear=0
shrinkage=0.00196078


Tree=4416
num_leaves=9
num_cat=0
split_feature=150 151 151 47 43 52 42 4
split_gain=1.8654e-05 6.35173e-05 5.77575e-05 4.49482e-05 4.41889e-05 5.86088e-05 5.5263e-05 4.92089e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 -0.056409999999999995 0.10436500000000001 -0.077544999999999989 0.086950000000000013 0.084685000000000024 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 7 -3 -6
right_child=2 3 -4 -5 5 -7 -8 -9
leaf_value=-0.024316276832140785 0.025196139741993934 -0.0068671805683047996 -0.0076108563371457541 0.015896125721612944 0.013138815717313172 -0.027145197213918094 0.025113638600661761 -0.01219318472113535
leaf_weight=0.0011208279824499656 0.001044743885791565 0.0010871505224435086 0.0011033795042810369 0.0016351599005745556 0.0013514315823464941 0.0012116096068932867 0.0010742290194299009 0.0017727409423135723
leaf_count=360 318 486 195 215 607 665 389 675
internal_value=0 -0.00199911 0.00834489 0.00107673 -0.00265291 -0.00847564 0.00902763 -0.00123525
internal_weight=0 0.00925315 0.00214812 0.00813232 0.00649716 0.00433578 0.00216138 0.00312417
internal_count=3910 3397 513 3037 2822 1947 875 1282
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=12
num_cat=0
split_feature=484 4 49 124 3 4 150 15 42 42 15
split_gain=7.8925e-05 6.72296e-05 7.58639e-05 5.65207e-05 9.32204e-05 0.000100891 0.000126619 0.000104639 0.000162096 0.000160386 6.82154e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.091075000000000003 -0.018779999999999995 0.13772500000000001 -0.23071499999999998 0.086765000000000023 1.0000000180025095e-35 0.08401500000000002 0.078965000000000021 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 9 -9 10 -7
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00051759610448548954 -0.00049582651823069912 0.00036455890905205381 0.00048509907497692447 -0.00067826140542732224 0.00049652289185461089 0.00030241381916542562 -0.00057682126243144922 -0.0006678149071508376 0.00037090020064681569 -0.00022782876660034255 0.0010123534476092768
leaf_weight=0.0010972479725483665 0.0011161997755643549 0.0019623547283993134 0.0010053878710983713 0.0010228472571148593 0.0011383419052725602 0.0010235945768243718 0.0012752141825835778 0.0013109986413475704 0.0010325441739200214 0.0012382826488135873 0.0010584066595629564
leaf_count=627 159 447 425 179 83 160 180 643 592 311 104
internal_value=0 2.97273e-05 -2.88245e-05 -7.93992e-05 -2.83218e-05 -0.000103361 -1.86178e-05 0.000107062 -0.000210166 0.00033097 0.000663319
internal_weight=0 0.0131842 0.0112218 0.0102164 0.00910023 0.00796189 0.00693904 0.00566383 0.00234354 0.00332028 0.002082
internal_count=3910 3283 2836 2411 2252 2169 1990 1810 1235 575 264
is_linear=0
shrinkage=0.00196078


Tree=4418
num_leaves=9
num_cat=0
split_feature=13 39 48 4 3 52 0 16
split_gain=1.91565e-05 4.45629e-05 5.88688e-05 6.80911e-05 0.000118859 6.95552e-05 9.76715e-05 0.000119991
threshold=-0.23438999999999996 0.085060000000000011 0.11028500000000001 -0.034289999999999994 -0.084014999999999992 -0.081429999999999989 -0.17106499999999999 -0.14118999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -8
right_child=1 -3 -4 5 -6 6 7 -9
leaf_value=0.010570583028643974 0.0025642330250267866 0.017302863036535811 -0.025123166233786923 0.025910092418927895 -0.04003234543950443 0.022293938443196583 0.0086744698751392152 -0.036462236868660458
leaf_weight=0.0014766556861774182 0.0017632493278114583 0.001104277066878513 0.0011483160756285086 0.0013186294956715385 0.0010422834848917489 0.0011969286816572167 0.0012395823617031123 0.0011221228538643435
leaf_count=210 813 380 145 396 868 124 290 684
internal_value=0 -0.00163639 -0.00400463 -0.000848128 -0.0132608 0.00629199 -0.000977379 -0.0127714
internal_weight=0 0.00993539 0.00883111 0.0076828 0.00280553 0.00487726 0.00355863 0.00236171
internal_count=3910 3700 3320 3175 1681 1494 1098 974
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=9
num_cat=0
split_feature=52 376 43 3 1 4 43 1
split_gain=2.23377e-05 4.19706e-05 4.15699e-05 4.04985e-05 5.55801e-05 6.64508e-05 4.78687e-05 4.23346e-05
threshold=-0.27466499999999994 0.048375000000000008 0.0033500000000000005 -0.08348499999999999 0.088010000000000019 0.053925000000000008 -0.093039999999999984 0.10031000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 7 -2 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0140853357744277 0.00074872196753720806 0.020426565008708819 -0.017563728085531565 -0.019036088050987852 0.0010832646466189101 -0.012602380245635696 0.029094260371510625 0.027433481908546088
leaf_weight=0.0010317240138476803 0.0014249832578637446 0.0010370827707619811 0.0012739054768081378 0.0015335080302004943 0.0012754831468169102 0.0015867313498854458 0.0010238318053657144 0.0011680963221325029
leaf_count=425 377 200 643 793 255 308 705 204
internal_value=0 0.00134663 -0.000784139 0.0018836 -0.00283294 0.00333226 0.0125998 0.0136794
internal_weight=0 0.0103236 0.00928654 0.00801263 0.00556382 0.00403031 0.00244882 0.00244358
internal_count=3910 3485 3285 2642 1560 767 1082 459
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=11
num_cat=0
split_feature=484 4 150 12 133 12 2 1 3 2
split_gain=7.94919e-05 5.3729e-05 5.90469e-05 8.585e-05 7.68477e-05 8.38845e-05 6.88194e-05 0.000145582 0.000136201 8.43719e-06
threshold=-1.0000000180025095e-35 0.27020000000000005 0.090480000000000019 -0.036459999999999992 0.098810000000000023 0.098845000000000016 0.086650000000000019 0.095575000000000007 0.090325000000000003 0.093240000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00052645456793351357 -0.00043427715622246281 0.00033418215023191939 -0.00040096835482289245 -0.00027382896942441341 -0.00038961156171724747 -0.00031418016177211345 0.00090556920422287131 0.00064527520541201601 -6.673609530937696e-05 0.00065133189699175876
leaf_weight=0.0010720873017471431 0.0013123308358860613 0.001894495024792193 0.0013905920791832645 0.0018743910075812512 0.0010506446650112118 0.0011227530204905517 0.0010005247015936643 0.0010248612889850184 0.0011564673716890628 0.0010069185733109082
leaf_count=627 249 447 237 728 458 273 361 103 138 289
internal_value=0 2.93188e-05 -2.34773e-05 3.14962e-05 0.000105708 0.000178128 0.000269292 5.10666e-05 0.000469262 0.000778046
internal_weight=0 0.012834 0.0109395 0.00954889 0.00823656 0.00718592 0.00606316 0.00289925 0.00316391 0.00200744
internal_count=3910 3283 2836 2599 2350 1892 1619 831 788 650
is_linear=0
shrinkage=0.00196078


Tree=4421
num_leaves=11
num_cat=0
split_feature=484 124 4 160 2 1 3 42 43 3
split_gain=0.000121588 5.35476e-05 9.25278e-05 7.3314e-05 7.7296e-05 0.000193356 0.000138389 0.00011031 4.32916e-05 0.000108409
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.39075499999999991 0.090735000000000024 0.10796500000000002 0.11198000000000001 -0.078884999999999997 0.084100000000000022 -0.074254999999999988 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 -8 -10
right_child=1 2 3 -5 5 -7 8 -9 9 -11
leaf_value=-0.00064787381107603965 -0.00033001613467445261 0.00057119553201642715 0.00017611350282345164 -0.00046371272336683656 -0.00074190956770014277 0.00036646058033622389 0.00079002728742822196 -0.00064057343482980711 -0.00016623784006530951 0.00064086053175115216
leaf_weight=0.001053472864967364 0.0013049348675975856 0.0013492879768397586 0.0016285267158057447 0.0010590070094793199 0.0012730697908280234 0.0011533557474554623 0.0010082590322776194 0.0010431716668076179 0.0010782546346011367 0.0015736677295269505
leaf_count=627 306 202 793 194 267 246 137 620 382 136
internal_value=0 4.58263e-05 8.97474e-05 2.35773e-05 8.24978e-05 -0.000215067 0.000196527 -0.000142764 0.000444188 0.0003127
internal_weight=0 0.0124715 0.0111666 0.00981731 0.00875831 0.00242643 0.00633188 0.0026717 0.00366018 0.00265192
internal_count=3910 3283 2977 2775 2581 513 2068 1413 655 518
is_linear=0
shrinkage=0.00196078


Tree=4422
num_leaves=9
num_cat=0
split_feature=4 1 4 42 4 133 49 0
split_gain=2.23164e-05 6.31757e-05 3.33421e-05 6.72375e-05 5.30752e-05 7.26202e-05 7.97828e-05 5.48122e-05
threshold=0.24280000000000004 0.11198000000000001 0.055260000000000011 0.088465000000000002 0.0057500000000000008 0.086895000000000014 -0.0057999999999999987 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.028213191395945247 -0.0080679044505382672 0.024487708917353867 -0.015713266281612081 -0.023680748862559435 0.022900756312481584 0.02248553903869005 0.017193403279353061 -0.010157372085851579
leaf_weight=0.0011865990812916219 0.0011687885892956492 0.001216449766326534 0.0015452498358810461 0.001002021392440774 0.0012247295187709515 0.0011103770701502971 0.0013635445374907274 0.0015837943802434128
leaf_count=303 196 353 347 874 151 435 606 645
internal_value=0 0.00853516 -0.00234196 0.000423645 0.00415729 -0.00021996 -0.00631866 0.00249608
internal_weight=0 0.00238524 0.00901632 0.00747107 0.00646904 0.00524432 0.00413394 0.00294734
internal_count=3910 549 3361 3014 2140 1989 1554 1251
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=8
num_cat=0
split_feature=42 51 43 1 2 2 1
split_gain=2.00084e-05 5.29438e-05 3.95879e-05 4.68646e-05 4.35777e-05 6.32564e-05 3.96157e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 0.10498500000000001 0.10393500000000001 0.089910000000000004 0.11395500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=-0.0094736848181380343 -0.015764206550532026 0.019325465357750718 -0.012995762482544663 0.027204515569598117 -0.021449674203162187 0.016239352806938608 0.0011544895373831877
leaf_weight=0.0018834131684831662 0.0014514296660516632 0.0015534905829875508 0.0014919877108225503 0.0010535655334564875 0.0011474071220909806 0.0014686261334024672 0.0013092293483768138
leaf_count=1060 521 488 790 169 173 356 353
internal_value=0 0.00181126 0.0049903 0.00154876 -0.0049054 0.00150645 0.0127701
internal_weight=0 0.00947574 0.00802431 0.00647082 0.00410802 0.00296061 0.00236279
internal_count=3910 2850 2329 1841 1319 1146 522
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=9
num_cat=0
split_feature=11 13 2 39 0 49 51 16
split_gain=2.12182e-05 2.94765e-05 4.97274e-05 4.85292e-05 6.47527e-05 5.76092e-05 4.51872e-05 7.77628e-05
threshold=0.077330000000000024 -0.091229999999999992 0.097940000000000013 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 -0.0084849999999999978 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -8
right_child=-2 3 -4 -5 -6 6 7 -9
leaf_value=-0.0055081181554671819 -0.01346480985727635 -0.020251128459552924 0.023312294605716839 0.017034996306970435 -0.026811028639103597 0.021569110512239583 0.012972831915090632 -0.018443683112875042
leaf_weight=0.0010495964802337769 0.0010684098294618241 0.0011653816609689671 0.0013935524644294649 0.0011798767755256097 0.0011273446844143956 0.0011717979630722648 0.0017211016944281539 0.0014530296346106433
leaf_count=290 279 156 216 366 328 479 660 1136
internal_value=0 0.00134308 0.0109308 -0.00165292 -0.00497429 -0.000507558 0.00478677 -0.00140878
internal_weight=0 0.0102617 0.00244315 0.00781853 0.00663866 0.00551131 0.00434593 0.00317413
internal_count=3910 3631 506 3125 2759 2431 2275 1796
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=12
num_cat=0
split_feature=133 3 50 47 4 4 13 4 3 43 1
split_gain=9.04576e-05 0.000100714 8.42948e-05 0.000114357 0.000126782 0.000118618 0.000104757 9.94539e-05 9.64056e-05 8.35118e-05 4.59403e-05
threshold=0.10599500000000002 0.16699000000000003 0.086465000000000014 0.117025 0.24280000000000004 -1.0000000180025095e-35 -0.077944999999999987 -0.034289999999999994 -0.0038649999999999999 -0.083684999999999996 0.11026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -7 -8 -6
right_child=-2 -3 -4 -5 10 8 7 -9 -10 -11 -12
leaf_value=-0.00032278257738914753 -0.00057133771789170875 0.00062784049753846318 -0.00049601929140272291 -0.00055776798989936129 0.00025189619448686134 -0.00074894488400176077 0.00052221439272947883 0.00078565408579488573 -2.1604469456213258e-05 -0.00022407028306235536 0.00083424824232099346
leaf_weight=0.0012042105903010093 0.001030319845656419 0.0010070848933676291 0.0012673033934093988 0.001111333617396122 0.0010717029648276287 0.0012014960060459279 0.0010308384487151575 0.00127454188728515 0.0016806781453009337 0.0013080021217463369 0.0010131916466695188
leaf_count=615 557 182 545 110 153 377 186 233 119 618 215
internal_value=0 3.19465e-05 -1.73918e-05 3.8277e-05 0.000105975 -1.01665e-05 0.000178073 0.000344991 -0.000324812 0.000104853 0.000534901
internal_weight=0 0.0131704 0.0121633 0.010896 0.00978466 0.00769977 0.00481759 0.00361338 0.00288217 0.00233884 0.00208489
internal_count=3910 3353 3171 2626 2516 2148 1652 1037 496 804 368
is_linear=0
shrinkage=0.00196078


Tree=4426
num_leaves=8
num_cat=0
split_feature=159 1 484 49 52 12 4
split_gain=1.94803e-05 4.31198e-05 5.74137e-05 5.55942e-05 8.59119e-05 4.14123e-05 3.51983e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.084225000000000008 -0.047894999999999993 -0.076599999999999988 0.088375000000000023 -0.077679999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.012237526679417826 0.010472671189991312 0.019753253114364152 0.019863582994880988 -0.034124929068134136 0.015990420382024452 -0.014796249638305586 -0.0059483911738827831
leaf_weight=0.0011772975775105081 0.0019834825367221511 0.0011314852885081989 0.0011552446106578252 0.0010972660196421511 0.0013700788765096013 0.0018571555774378207 0.0015685237721747214
leaf_count=633 360 298 317 611 427 899 365
internal_value=0 0.00135046 -0.000955015 -0.00400847 -0.00888256 -0.00310712 0.00428025
internal_weight=0 0.0101632 0.00903175 0.00787651 0.00589302 0.00479576 0.0029386
internal_count=3910 3277 2979 2662 2302 1691 792
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=10
num_cat=0
split_feature=484 124 4 160 2 1 3 42 4
split_gain=9.70241e-05 5.2133e-05 9.52651e-05 7.96089e-05 6.01246e-05 0.000153486 0.000125374 0.000123003 8.11387e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.39075499999999991 0.087825000000000014 0.10796500000000002 0.11198000000000001 -0.078884999999999997 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 -8
right_child=1 2 3 -5 5 -7 8 -9 -10
leaf_value=-0.0005852270276143468 -0.00033304910578495114 0.00056816086102126628 0.00021215193286814021 -0.0004265616346405344 -0.00064506688061554578 0.00035023191455365194 0.00081298306894196648 -0.0006561781855695223 0.00018261839074256385
leaf_weight=0.0010529684951973125 0.0013206978294900114 0.0013446633564240329 0.001611162116755869 0.0013709396263965378 0.0012698631800539769 0.0011220376850323032 0.0013672774853616125 0.0010269922883282619 0.0018436423974211623
leaf_count=627 306 202 787 227 262 244 344 613 298
internal_value=0 3.49705e-05 7.93313e-05 1.09462e-05 8.37285e-05 -0.000178173 0.00019083 -0.000125875 0.000451041
internal_weight=0 0.0122773 0.0109566 0.00961191 0.00824098 0.0023919 0.00584907 0.00263815 0.00321092
internal_count=3910 3283 2977 2775 2548 506 2042 1400 642
is_linear=0
shrinkage=0.00196078


Tree=4428
num_leaves=10
num_cat=0
split_feature=484 124 3 132 2 4 2 43 1
split_gain=8.62695e-05 3.70102e-05 9.90684e-05 6.86817e-05 6.05934e-05 0.000135094 0.000113028 0.000103574 9.99005e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 0.13772500000000001 0.079995000000000011 0.094010000000000024 0.015635000000000003 0.086650000000000019 -0.079109999999999986 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00055434333102487841 -0.00027972946488919441 -0.00059461668526152424 0.00054855948558841182 0.00047719407716705656 -0.00079691522596189843 6.3856610424061863e-05 0.00050954693202006577 -0.00023526538861529938 0.00053774017937543485
leaf_weight=0.0010237441678728138 0.0012577845397564241 0.0011977442405505111 0.0014710038784183479 0.0010349456046784078 0.0011828338040147999 0.0017208758173801963 0.001559140968352283 0.0014747523472590112 0.0011393890324428424
leaf_count=627 306 267 191 285 464 322 613 675 160
internal_value=0 3.85621e-05 7.56972e-05 9.81216e-07 -5.85801e-05 -0.000286781 6.47909e-05 -0.000117124 0.000101654
internal_weight=0 0.0120385 0.0107807 0.00930968 0.00827474 0.00290371 0.00537103 0.00381189 0.00261414
internal_count=3910 3283 2977 2786 2501 786 1715 1102 835
is_linear=0
shrinkage=0.00196078


Tree=4429
num_leaves=11
num_cat=0
split_feature=484 156 42 43 0 42 15 15 43 12
split_gain=0.00010713 5.24773e-05 9.60415e-05 8.07901e-05 0.000134981 9.30813e-05 6.57194e-05 0.000109103 0.000103413 3.70422e-05
threshold=-1.0000000180025095e-35 0.089935000000000001 -1.0000000180025095e-35 -0.074254999999999988 -0.070894999999999986 0.078965000000000021 -1.0000000180025095e-35 -0.095799999999999982 0.052855000000000006 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 7 -5 -8 -2
right_child=1 -3 3 5 -6 -7 8 -9 -10 -11
leaf_value=-0.00060594237120236317 -3.4454227891950244e-05 -0.00039199187505448754 4.8130740637141442e-05 2.4353399574265469e-05 0.0008849699098765234 -0.00047894674526125999 -0.00052458463373431202 0.00076370837101875835 0.00031764982184072572 -0.00055203795543278021
leaf_weight=0.0010742949492635436 0.0010338591764459555 0.0010003135154161543 0.0016366151705440668 0.0018856880537710867 0.0013542455934600914 0.0011115292110431231 0.0011471720604781387 0.0012938543603305214 0.0010959544656001796 0.0010943100307925747
leaf_count=627 146 342 542 193 196 725 162 138 40 799
internal_value=0 3.89954e-05 7.59914e-05 0.000160132 0.000427047 3.79584e-05 0.000143913 0.00032522 -0.000113083 -0.000300597
internal_weight=0 0.0126535 0.0116532 0.00952506 0.00299086 0.0065342 0.00542267 0.00317954 0.00224313 0.00212817
internal_count=3910 3283 2941 1996 738 1258 533 331 202 945
is_linear=0
shrinkage=0.00196078


Tree=4430
num_leaves=8
num_cat=0
split_feature=42 51 42 43 48 0 12
split_gain=1.87476e-05 4.93256e-05 3.79357e-05 5.90804e-05 4.27539e-05 6.45258e-05 6.35296e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.091955000000000023 -0.06705499999999999 0.086125000000000021 -0.15137999999999999 0.088325000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.0091479034915188454 -0.015204507523784863 0.026150543426393669 -0.011892374380869517 0.029881680866104127 -0.008739968522824236 -0.01741234731555193 0.015048226943711916
leaf_weight=0.0019008523960561989 0.0014565501175654054 0.0013761556098488698 0.0011655334706406435 0.0010856693077989977 0.0019875790200536772 0.0010879250600279483 0.0013524520236382481
leaf_count=1060 521 688 716 127 218 402 178
internal_value=0 0.00173037 0.00479251 0.00761507 0.00298876 0.00960007 0.000577237
internal_weight=0 0.00951186 0.00805531 0.00688978 0.00551363 0.00352605 0.00244038
internal_count=3910 2850 2329 1613 925 707 580
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=11
num_cat=0
split_feature=484 124 3 132 150 2 4 52 13 3
split_gain=0.000102488 4.28153e-05 0.000109855 5.68885e-05 5.93164e-05 0.000106515 7.16405e-05 0.000135664 0.000118594 5.56248e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 0.13772500000000001 0.079995000000000011 0.090695000000000012 0.11165000000000001 -0.032604999999999995 0.071660000000000015 -0.071149999999999977 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -8 -10
right_child=1 2 -4 -5 -6 -7 8 -9 9 -11
leaf_value=-0.00060477130745731984 -0.00030019502890912489 -0.00064031890220693803 0.00057982705484487657 0.00044408428438115597 -0.0004464239542061164 -0.00052053510457826622 -0.00024176549214967546 0.000306270968050891 0.00027392995454383792 0.00086457879513409861
leaf_weight=0.001012060257407704 0.0012392536555672533 0.0010975243587401763 0.0014850800206139591 0.0010129373532472225 0.0012252140141664238 0.0011655470870505667 0.001069534732725648 0.0012395254118380363 0.0013634034751318093 0.0011137976429940188
leaf_count=627 306 602 191 285 234 302 330 682 293 58
internal_value=0 4.49524e-05 8.46574e-05 5.47918e-06 -4.82131e-05 2.09982e-05 0.000128273 -0.000138266 0.000303904 0.000539497
internal_weight=0 0.0120118 0.0107726 0.00928748 0.00827455 0.00704933 0.00588379 0.00233705 0.00354674 0.0024772
internal_count=3910 3283 2977 2786 2501 2267 1965 1284 681 351
is_linear=0
shrinkage=0.00196078


Tree=4432
num_leaves=9
num_cat=0
split_feature=1 0 133 15 15 1 16 1
split_gain=2.08821e-05 5.3797e-05 5.37469e-05 2.80044e-05 5.90279e-05 6.73378e-05 8.59142e-05 5.50906e-05
threshold=0.076710000000000014 -0.083564999999999987 1.0000000180025095e-35 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.072359999999999994 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.025915617027513473 -0.0024960902144087879 0.013588759885971144 -0.0153613247304012 -0.0089827487328159438 0.028097866118852333 0.0082606936492020649 -0.028262228223060189 0.02663752209720115
leaf_weight=0.0010121596935174183 0.0012257470455939576 0.0015019174127683355 0.0011191399355424236 0.0015910946745463402 0.0010030256528530792 0.0012975307230124735 0.0012788898907200065 0.0013796040323607517
leaf_count=1051 232 434 523 571 298 333 222 246
internal_value=0 -0.00633406 0.00122764 0.00284911 0.00589296 0.0015948 -0.00986864 0.0129309
internal_weight=0 0.00363322 0.00262106 0.00777589 0.0061848 0.00518177 0.00257642 0.00260535
internal_count=3910 2008 957 1902 1331 1033 555 478
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=11
num_cat=0
split_feature=484 124 4 160 1 48 2 3 13 0
split_gain=0.000120533 6.44152e-05 0.000121179 9.43509e-05 7.16095e-05 7.06177e-05 6.69776e-05 0.000119859 6.23583e-05 9.02627e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.39075499999999991 0.090735000000000024 0.12864500000000004 0.092150000000000024 0.10796500000000002 0.076695000000000013 -0.083514999999999992 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -10
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00063696323165460581 -0.00036870396271002965 0.00062563174026267893 0.00039872445747382064 -0.00053695918527620111 0.00054656827189990178 -0.00041185723646611943 -0.00028055388252678912 0.00078219620162980202 -0.00043361460685121893 0.00030148252288742699
leaf_weight=0.0010953646160146826 0.0013196222674143878 0.0014155171322291779 0.0012790119247495929 0.0010723099973011527 0.0011020192001152647 0.0012623593045888448 0.0014186800236087125 0.0010751505721303921 0.0015477707366016275 0.0010976617726599122
leaf_count=627 306 202 499 194 207 215 293 88 889 390
internal_value=0 4.11751e-05 8.91664e-05 1.21112e-05 7.91495e-05 1.20841e-05 9.54658e-05 0.000202165 4.32579e-05 -0.000128603
internal_weight=0 0.0125901 0.0112705 0.00985496 0.00878265 0.00768063 0.00641828 0.0049996 0.00392444 0.00264543
internal_count=3910 3283 2977 2775 2581 2374 2159 1866 1778 1279
is_linear=0
shrinkage=0.00196078


Tree=4434
num_leaves=12
num_cat=0
split_feature=484 457 1 52 2 2 48 43 43 3 16
split_gain=0.000116687 4.49928e-05 7.45918e-05 0.000106203 6.24616e-05 7.43416e-05 6.36483e-05 0.000112729 8.07132e-05 4.47934e-05 4.08804e-05
threshold=-1.0000000180025095e-35 0.097740000000000007 0.12864500000000004 0.11401500000000002 0.096540000000000015 0.106035 0.084500000000000006 -0.0037249999999999996 -0.11652999999999998 0.090325000000000003 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 -2 -7 -9
right_child=1 -3 -4 -5 5 9 -8 10 -10 -11 -12
leaf_value=-0.00064085156259606534 0.00011407754843682651 -0.00034973814619166554 0.00050184330236523677 -0.00055367604750777193 0.00073811458753292607 0.0003828958922452639 -0.00047502601194559911 0.00063829809762609225 -0.00066558049920789077 -0.00013018164861072171 0.0001046563947771049
leaf_weight=0.0010403495243687466 0.0010349602187385248 0.0010309246862792434 0.0014007222204132823 0.0011082988111763168 0.0010155696886661411 0.0012450700223926446 0.0010624967594219164 0.0010922595738557033 0.0010074129901558987 0.0013784972824851527 0.0011156650277200711
leaf_count=627 181 114 289 473 244 360 249 189 763 104 317
internal_value=0 4.26214e-05 7.79145e-05 1.88894e-05 8.97762e-05 0.000287674 -4.57789e-05 6.15251e-05 -0.000270494 0.00011331 0.000368649
internal_weight=0 0.0124919 0.011461 0.0100602 0.00895193 0.00363914 0.00531279 0.0042503 0.00204237 0.00262357 0.00220792
internal_count=3910 3283 3169 2880 2407 708 1699 1450 944 464 506
is_linear=0
shrinkage=0.00196078


Tree=4435
num_leaves=12
num_cat=0
split_feature=484 1 2 4 0 0 15 1 0 4 12
split_gain=7.94793e-05 5.76092e-05 9.1678e-05 5.56163e-05 0.000134489 7.82097e-05 8.83223e-05 6.74954e-05 3.76362e-05 7.57352e-05 2.34402e-05
threshold=-1.0000000180025095e-35 0.13535500000000003 0.12663500000000003 -0.49837999999999999 -0.06402999999999999 -0.10575999999999998 0.085120000000000015 0.11235500000000002 -0.230625 1.0000000180025095e-35 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 -5 -10 -6
right_child=1 -3 -4 4 10 6 -8 -9 9 -11 -12
leaf_value=-0.00052247216173537028 -0.0003783957657838239 0.00047926480888737491 -0.00056523132306005117 0.00031679424586644078 0.00073286209380129424 -0.00052501543373004969 0.00015511677601996691 0.00057770886292054981 0.00026735977086696293 -0.0004298933432196544 0.00032625883958481823
leaf_weight=0.0010827712345456942 0.0010731538263725133 0.0010138368314518325 0.0010351322314986122 0.0010396946937551999 0.0010447385487411809 0.001951707572458264 0.0011766392486325709 0.0010210522724702054 0.0010544295779391366 0.0013864568827975537 0.0011398097437681186
leaf_count=627 146 237 179 82 148 1034 843 82 173 182 177
internal_value=0 3.05501e-05 -7.6056e-06 4.54099e-05 9.17503e-05 -3.10665e-05 -0.000269203 0.000134423 4.38225e-06 -0.00012869 0.000520713
internal_weight=0 0.0129367 0.0119228 0.0108877 0.00981453 0.00762998 0.00312835 0.00450163 0.00348058 0.00244089 0.00218455
internal_count=3910 3283 3046 2867 2721 2396 1877 519 437 355 325
is_linear=0
shrinkage=0.00196078


Tree=4436
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 15 4 2 1 1 42
split_gain=0.00013386 4.80112e-05 0.000148256 0.000104977 8.99171e-05 6.39473e-05 0.000100931 6.94968e-05 0.000160591 9.17902e-05 5.29482e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.059294999999999994 1.0000000180025095e-35 -0.0017649999999999999 0.089910000000000004 0.11167500000000001 0.11561500000000001 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 6 -6 9 -9 -8 -3
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.00070616134274517845 -0.00035719732596090612 -0.0006370738835426409 0.00072854502563045721 0.00065567170884797666 0.00067379449092810819 -0.00033866402095863275 -0.00067445301182050886 0.00067753680582322701 -0.00030966117917354707 0.00014011334478801097 -5.0202863866425135e-05
leaf_weight=0.001002500137551948 0.0010831043317903804 0.0012649849830852725 0.0011958387097147196 0.0010020801225450043 0.0010420656969323929 0.0014531844298145613 0.0010519146536646944 0.0013596235369859322 0.0011863277244475168 0.0010758220640256692 0.0011094153383388228
leaf_count=612 152 801 152 194 227 428 163 99 209 134 739
internal_value=0 3.78103e-05 7.42489e-05 5.24469e-08 0.000105512 2.86098e-05 0.000121986 -1.04727e-06 0.000217536 -0.000262594 -0.000362864
internal_weight=0 0.0128244 0.0117413 0.0105454 0.00817102 0.00716894 0.00571575 0.00467369 0.00254595 0.00212774 0.0023744
internal_count=3910 3298 3146 2994 1454 1260 832 605 308 297 1540
is_linear=0
shrinkage=0.00196078


Tree=4437
num_leaves=11
num_cat=0
split_feature=484 1 52 0 4 0 1 2 16 4
split_gain=0.000134561 7.12914e-05 7.1782e-05 0.000104543 0.000120422 9.73597e-05 7.04822e-05 5.48317e-05 6.3067e-05 5.37953e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.11401500000000002 -0.077944999999999987 -0.48072499999999996 -0.099864999999999995 0.11097000000000001 0.099675000000000014 -0.094359999999999986 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 -6
right_child=1 -3 -4 4 9 -7 -8 -9 -10 -11
leaf_value=-0.00067570835274633064 -0.00030092787310212482 0.000435979308888705 -0.0004868696986775942 -0.00023393797220544075 0.00084769635903622913 -0.00051106651812825473 -0.00033768392610420268 0.00056265345113607607 0.00035230777944014611 0.00024807906225410764
leaf_weight=0.0010790852198690306 0.0011493465426657499 0.0015749538117725481 0.0010933803695870178 0.0010307894356626005 0.0012498677725965327 0.0016704570351500584 0.0013492425865513575 0.0010564772602892365 0.0011238478163192959 0.0010657644561053586
leaf_count=627 142 310 479 166 100 1142 108 177 124 535
internal_value=0 4.62825e-05 -1.06036e-05 4.31042e-05 0.000323558 -0.000104708 4.0369e-05 0.000193563 2.20262e-05 0.000571724
internal_weight=0 0.0123641 0.0107892 0.00969579 0.00334642 0.00634937 0.00467891 0.00332967 0.00227319 0.00231563
internal_count=3910 3283 2973 2494 801 1693 551 443 266 635
is_linear=0
shrinkage=0.00196078


Tree=4438
num_leaves=11
num_cat=0
split_feature=484 124 13 132 2 15 2 43 1 15
split_gain=7.89714e-05 5.81896e-05 9.69378e-05 9.23782e-05 7.08773e-05 0.000166645 9.83269e-05 0.000127569 0.000117404 3.67431e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 0.079995000000000011 0.094010000000000024 -0.0039399999999999991 0.086650000000000019 -0.079109999999999986 0.095575000000000007 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 9 7 -4 -9 -6
right_child=1 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00052851674935350951 -0.00035896418431262069 0.00059784066374000294 -0.00061207057346801281 0.00056313178085007983 0.00032992594814807412 -0.00084940141445919706 0.00049143721521401063 -0.00021519008491429947 0.00059870156906750664 -0.00019460843801744778
leaf_weight=0.0010594716077439231 0.0013272341143960335 0.0012161981410966751 0.0012197076267647447 0.0010435331747931419 0.0010009333206537083 0.0012396807733680145 0.0016006995903640507 0.0015203631111654339 0.0012348687195380204 0.0010541956709422288
leaf_count=627 306 157 268 286 168 342 611 675 163 307
internal_value=0 2.91111e-05 7.53877e-05 1.12957e-05 -5.36231e-05 -0.000281627 8.11112e-05 -8.41262e-05 0.000149588 6.08616e-05
internal_weight=0 0.0124574 0.0111302 0.00991398 0.00887045 0.00329481 0.00557564 0.00397494 0.00275523 0.00205513
internal_count=3910 3283 2977 2820 2534 817 1717 1106 838 475
is_linear=0
shrinkage=0.00196078


Tree=4439
num_leaves=9
num_cat=0
split_feature=11 3 49 48 133 160 4 4
split_gain=2.14229e-05 3.68833e-05 4.3363e-05 6.16134e-05 4.33007e-05 7.36582e-05 9.59855e-05 7.10114e-05
threshold=0.078340000000000007 -0.12008499999999998 -0.006494999999999999 0.082705000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.074650000000000008 -0.030814999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.018707879105676128 -0.014069327368198686 -0.031055070477043419 -0.015188872768681539 -8.0960728446149088e-05 -0.014177322049723023 0.015040088235405646 0.033994068235991659 -0.016857238125623588
leaf_weight=0.0010803640353113262 0.0010062984510285809 0.0010066743278085992 0.0010419472635114909 0.0017738329382427933 0.0012755008810609635 0.0018019187138446145 0.001467925251918069 0.0011391855646908883
leaf_count=183 263 365 942 308 689 595 241 324
internal_value=0 0.00119902 -0.000790671 -0.011295 0.0035515 0.00698652 0.0131091 0.00268521
internal_weight=0 0.0105873 0.00950698 0.00278051 0.00672648 0.00568453 0.00440903 0.0029411
internal_count=3910 3647 3464 673 2791 1849 1160 919
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=9
num_cat=0
split_feature=1 0 133 150 16 16 51 1
split_gain=2.14102e-05 4.35549e-05 4.55808e-05 2.80506e-05 7.12501e-05 4.54314e-05 5.5288e-05 1.56783e-05
threshold=0.076710000000000014 -0.083564999999999987 1.0000000180025095e-35 0.077110000000000012 -0.30307999999999996 -0.055679999999999993 -0.09021499999999999 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 7 -7 -6
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.024017338288945495 -0.02215771581232287 0.011649006724093074 -0.014832369533773107 0.01394389046405126 0.0075645693363837327 0.011585530005041034 -0.016514084009603545 0.024848948040078467
leaf_weight=0.0010169209317910876 0.0012057515265383179 0.0015193927129112667 0.0011359143424059081 0.0017619212398082814 0.0010624751355882652 0.0013183087130492765 0.001493453856085486 0.0010370185091873652
leaf_count=1051 270 434 523 370 358 285 477 142
internal_value=0 -0.00641916 0.000320533 0.00282622 -0.000376071 0.00497149 -0.00333944 0.016102
internal_weight=0 0.00367223 0.00265531 0.00787893 0.00611701 0.00491126 0.00281176 0.00209949
internal_count=3910 2008 957 1902 1532 1262 762 500
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=12
num_cat=0
split_feature=484 133 40 160 15 42 15 52 0 2 3
split_gain=0.000217686 0.000103826 0.000112294 7.94903e-05 7.88482e-05 0.000145004 0.000123985 9.81172e-05 0.000121307 0.000163695 6.01866e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.080519999999999994 0.090735000000000024 1.0000000180025095e-35 0.08401500000000002 -0.11739999999999999 0.0033900000000000002 -0.099024999999999988 0.086245000000000002 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 8 9 -8 -10
right_child=1 -3 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=-0.00086393102320879401 0.00072351213143620171 -0.00055480215501765569 -0.00024373437998282427 -0.00044419459109879927 -0.00055255331484631786 0.0003930842578150417 0.0010906301665817861 0.00076086394424641876 0.00018480416098768838 2.8299540399680582e-05 -0.00046923940898744909
leaf_weight=0.0010812505030730378 0.0010158584809637832 0.0010105402782426181 0.001871731550359342 0.0011561422566846802 0.0016476943262928173 0.001002893171849528 0.0010106970526408332 0.0015405979300248318 0.0010713742804672104 0.0012441402495845712 0.001092577525751234
leaf_count=612 226 481 381 181 574 387 50 243 438 159 178
internal_value=0 5.00112e-05 9.83124e-05 4.37392e-05 9.75587e-05 -0.000194756 0.000196498 0.000334767 0.000186209 0.000504473 -0.000145422
internal_weight=0 0.0136642 0.0126537 0.0116378 0.0104817 0.00265059 0.00783112 0.00595939 0.00441879 0.00225484 0.00216395
internal_count=3910 3298 2817 2591 2410 961 1449 1068 825 209 616
is_linear=0
shrinkage=0.00196078


Tree=4442
num_leaves=9
num_cat=0
split_feature=15 51 48 43 12 2 16 4
split_gain=1.99376e-05 2.51877e-05 5.32829e-05 5.30463e-05 7.27316e-05 6.445e-05 4.80257e-05 4.3579e-05
threshold=-0.24219999999999997 0.090935000000000016 0.086935000000000012 -0.0037249999999999996 0.093870000000000023 0.086875000000000022 0.15737500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5
right_child=1 -3 -4 6 -6 -7 -8 -9
leaf_value=0.013317975699869726 -0.037152331001387651 0.011850870386305744 -0.018639364271201976 0.024159472016565944 0.011250840871218422 -0.0029635731226307083 -0.010778363716987621 1.0730658330836399e-05
leaf_weight=0.0010086778012320516 0.0010657130717294334 0.001263488498579231 0.0018015487129831864 0.0018366128951397471 0.0011845492390099442 0.0011425043711552293 0.0010099546167321302 0.0012599380365816708
leaf_count=317 736 423 433 513 427 619 184 258
internal_value=0 -0.00139709 -0.00319678 0.000512985 -0.0087399 -0.0194635 0.00815766 0.0143337
internal_weight=0 0.0105643 0.00930082 0.00749927 0.00339277 0.00220822 0.00410651 0.00309655
internal_count=3910 3593 3170 2737 1782 1355 955 771
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=12
num_cat=0
split_feature=484 11 457 484 16 16 15 0 52 13 3
split_gain=0.000221111 0.000101936 0.000104731 7.96778e-05 8.97351e-05 0.000140072 0.000119259 0.000112455 0.000106892 0.000124935 8.29352e-05
threshold=-0.0043499999999999988 0.080455000000000013 -1.0000000180025095e-35 0.08764000000000001 -0.079209999999999989 0.15100500000000003 -1.0000000180025095e-35 -0.080594999999999986 0.084240000000000023 -0.083924999999999986 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 -6 9 -4 -11
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00085847143767661053 -0.00049142087774927898 -0.00053969525261137168 0.00062190565357869829 -0.00035789906405869938 0.00039672746463908143 0.00051441837368682583 -0.00023417920763418103 0.0012078279254055461 -0.00050730697236619474 -0.00053746671489939923 0.00025014772058746376
leaf_weight=0.0010868841718125006 0.0010374007300430919 0.0010124979109309941 0.0014216001523152362 0.0010498765010018519 0.0019140402150531904 0.0014330455004844395 0.0019069604549783519 0.0010008236170872566 0.0011833907383506943 0.0010033609476420686 0.0010539197440011983
leaf_count=612 193 221 255 309 419 267 119 490 601 274 150
internal_value=0 5.95652e-05 0.000106222 0.000158031 0.000207647 0.000361125 8.70102e-05 0.00067522 1.74192e-06 0.000174902 -0.000133981
internal_weight=0 0.0140169 0.0130044 0.011967 0.0109171 0.00625487 0.00334001 0.00291486 0.00466227 0.00347888 0.00205728
internal_count=3910 3298 3077 2884 2575 1295 386 909 1280 679 424
is_linear=0
shrinkage=0.00196078


Tree=4444
num_leaves=9
num_cat=0
split_feature=132 13 2 2 1 48 13 43
split_gain=2.07728e-05 4.76686e-05 8.65539e-05 5.16967e-05 0.000106686 4.56884e-05 5.57481e-05 4.50426e-05
threshold=0.079995000000000011 -0.091229999999999992 0.097940000000000013 0.097360000000000016 0.10285500000000002 0.08407000000000002 -0.0041499999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=-0.010535571862357297 0.013225301059886117 -0.0230615955107248 0.025764421533561867 -0.040965508137965456 -0.0014425842901288244 0.016578957624854753 -0.011715093584264945 0.015863009325797251
leaf_weight=0.0011569223665959705 0.0010615904542330421 0.0011571444796427206 0.0015196867946852964 0.001074426087583276 0.0018746566421978272 0.0013493361585132368 0.0010623501056444599 0.0013383134783255786
leaf_count=300 399 1357 214 489 344 288 301 218
internal_value=0 -0.00145114 0.0100743 -0.00537785 -0.0158418 0.000910741 -0.0050316 0.00365905
internal_weight=0 0.0105328 0.00267661 0.00785623 0.00294908 0.00490714 0.00355781 0.00240066
internal_count=3910 3511 514 2997 833 2164 1876 519
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=11
num_cat=0
split_feature=484 133 133 15 16 12 12 52 52 0
split_gain=0.000206022 0.000104999 0.000107277 8.26989e-05 0.000161658 0.000114823 9.30449e-05 0.000147738 0.000101484 8.4907e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 -0.088144999999999987 -0.036459999999999992 0.093375000000000014 0.091210000000000013 -0.081429999999999989 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00084653099092614167 -0.00048518641080908708 -0.00056361317348857184 0.00058259887609182423 0.00012885883725182267 -0.00086348828866176966 0.00059108971929750301 -0.00018336540930109709 0.00095217706638531631 0.00020565146479323195 -0.00048873079134005549
leaf_weight=0.0010704614990262691 0.0010454591129154091 0.0010026525114521382 0.0015283468484092967 0.0015451354854727033 0.0010669812545983015 0.0014662824441797145 0.0017649846736180891 0.0011714048143700515 0.0019169931133830335 0.001046685775463583
leaf_count=612 268 481 514 316 641 227 366 124 129 232
internal_value=0 4.69924e-05 9.57664e-05 2.82724e-05 -0.000276489 0.00012291 0.000209213 0.000332914 0.000169164 -3.95843e-05
internal_weight=0 0.0135549 0.0125523 0.0110239 0.00261212 0.00841181 0.00736635 0.00560137 0.00442996 0.00296368
internal_count=3910 3298 2817 2303 957 1346 1078 712 588 361
is_linear=0
shrinkage=0.00196078


Tree=4446
num_leaves=12
num_cat=0
split_feature=484 457 133 133 12 1 15 12 4 1 2
split_gain=0.000179148 6.53105e-05 7.59615e-05 0.00013743 7.9281e-05 0.000134094 0.000115324 0.000114508 0.00016915 5.26091e-05 4.88463e-05
threshold=-0.0043499999999999988 0.10412500000000001 0.10599500000000002 0.083815000000000014 -0.036459999999999992 0.12864500000000004 0.035895000000000003 0.093375000000000014 -1.0000000180025095e-35 0.10498500000000001 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 10 -10 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00080277912991478888 -0.00046375971175792533 -0.00042801865112232122 -0.00043014852625125805 0.00069221778640467333 0.00040488270763998206 0.0007191043842549327 -0.00040694123199112652 -0.00032192193198508012 -0.00039810079488073217 0.00021918951537962489 0.00099659244194302095
leaf_weight=0.0010311493997607725 0.0010413191185801836 0.0010335703249665104 0.0010099935947558104 0.0014613787413388047 0.0010689845999603759 0.0011947780823151925 0.0018933912649651656 0.00146481074412853 0.0010255862480193141 0.0011002891261268112 0.0010765691388726294
leaf_count=612 272 99 474 492 176 122 883 323 193 102 162
internal_value=0 4.54391e-05 8.51042e-05 0.000131047 4.79228e-05 0.000108304 1.2654e-05 0.000151152 0.000313384 -7.86099e-05 0.000701783
internal_weight=0 0.0133707 0.0123371 0.0113271 0.00986573 0.00882441 0.00762963 0.00573624 0.00427143 0.00212588 0.00214555
internal_count=3910 3298 3199 2725 2233 1961 1839 956 633 295 338
is_linear=0
shrinkage=0.00196078


Tree=4447
num_leaves=9
num_cat=0
split_feature=3 1 13 4 4 47 15 3
split_gain=1.93521e-05 4.27306e-05 5.32161e-05 8.49631e-05 0.000104141 7.15899e-05 4.70983e-05 8.53831e-05
threshold=-0.15464999999999998 0.08844500000000001 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008 0.081320000000000017 -1.0000000180025095e-35 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 -2 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=0.013067694708493647 -0.026189312967669534 0.032464596110437637 -0.028170175860452826 0.028974782890055752 -0.0098958912255184411 -0.0017052795900766088 -0.020313893499174788 0.01299520304729559
leaf_weight=0.0010150300842044152 0.0011733828665454146 0.0012244044667327856 0.0010249502091153745 0.0011334090274850439 0.0017588382882658205 0.0012281898208725158 0.0014516442903482413 0.0016378460126352658
leaf_count=259 1061 687 229 62 182 230 1004 196
internal_value=0 -0.00138414 0.00380191 -0.00343052 0.00533668 0.0153533 -0.00913339 -0.00265559
internal_weight=0 0.0106327 0.00636979 0.0039172 0.00289225 0.00245259 0.00426287 0.00308949
internal_count=3910 3651 1390 473 244 917 2261 1200
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=9
num_cat=0
split_feature=43 3 2 52 15 2 2 12
split_gain=2.00243e-05 3.66306e-05 5.44992e-05 3.41651e-05 5.14615e-05 9.23077e-05 6.09633e-05 5.39739e-05
threshold=-0.06705499999999999 -0.078669999999999976 0.086650000000000019 -0.087604999999999988 -0.10192499999999999 0.093070000000000014 0.11203000000000002 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 7 -7 -6
right_child=3 -3 -4 4 5 6 -8 -9
leaf_value=-0.020003954477261235 -0.019159032884192448 0.015837544134412861 0.010834509048512712 -0.013944158773386764 0.03443453258310742 -0.02679189608925461 0.0073468151250788098 0.0034478272487287499
leaf_weight=0.0010381952834935015 0.0011399963918202402 0.001868061237464609 0.0012791160864361118 0.0019267327104274899 0.0011845268318429233 0.0010287771798499132 0.0010641697695869267 0.0010698100226522562
leaf_count=449 392 585 668 399 121 238 191 867
internal_value=0 0.00541794 -0.00298165 -0.00323379 -0.000340157 0.00568919 -0.00943389 0.0197296
internal_weight=0 0.00418537 0.00231731 0.00741401 0.00627402 0.00434728 0.00209295 0.00225434
internal_count=3910 1702 1117 2208 1816 1417 429 988
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=9
num_cat=0
split_feature=4 124 3 4 0 12 2 4
split_gain=2.12216e-05 3.45609e-05 0.000113071 5.56545e-05 5.91344e-05 6.39597e-05 2.99956e-05 4.27582e-05
threshold=0.27608500000000008 -0.018779999999999995 0.13772500000000001 -0.23071499999999998 -0.070894999999999986 0.088590000000000016 0.089910000000000004 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.017934343482420807 0.010418214499142524 -0.025033474807445784 0.030071926724090675 0.0065259160186484817 0.015804946489619453 -0.027374976484938932 0.010131755071774613 -0.021791294995817268
leaf_weight=0.0011767296797283557 0.0016451050191943978 0.0010823092548916382 0.0011145297733292092 0.0010550866035785322 0.0016519216028844357 0.0010946023455682659 0.0016626236444464339 0.0010780990358244525
leaf_count=218 441 247 118 617 473 1077 262 457
internal_value=0 -0.00184556 0.00032079 -0.00402807 -0.000553114 -0.00607867 6.25764e-05 -0.00778543
internal_weight=0 0.0099159 0.00873917 0.00762464 0.00654233 0.00489041 0.00379581 0.00213319
internal_count=3910 3469 3251 3133 2886 2413 1336 1074
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=10
num_cat=0
split_feature=484 124 13 132 0 16 1 42 0
split_gain=8.8046e-05 5.33247e-05 8.91792e-05 7.58999e-05 7.88809e-05 7.38734e-05 0.000142416 5.98655e-05 7.90362e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.23438999999999996 0.079995000000000011 -0.053834999999999994 -0.30307999999999996 0.11257500000000001 0.085195000000000007 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00053834420482271072 -0.00032794841084611358 0.00055964953994561888 -0.00033760877197537727 0.00051791412371014094 -0.0003919827811924352 0.00010642662159480315 0.00075487595046044734 0.00037234399490633919 -0.000522919485943505
leaf_weight=0.0010966968772609656 0.0013480268464432224 0.0013396245184249022 0.0014432947062577141 0.0010566372765280019 0.0019029944921006197 0.0019304676837574009 0.0012119375404046825 0.0011837146562242978 0.0012731748938027373
leaf_count=627 306 169 221 286 395 137 73 828 868
internal_value=0 4.07389e-05 8.45589e-05 2.09288e-05 -3.77743e-05 5.79372e-05 0.000159895 -4.45958e-06 -0.000143685
internal_weight=0 0.0126899 0.0113418 0.0100022 0.00894558 0.00704259 0.00559929 0.00438736 0.00320364
internal_count=3910 3283 2977 2808 2522 2127 1906 1833 1005
is_linear=0
shrinkage=0.00196078


Tree=4451
num_leaves=9
num_cat=0
split_feature=43 0 15 484 1 16 15 2
split_gain=2.02159e-05 3.34267e-05 6.89524e-05 3.21597e-05 6.14327e-05 6.70905e-05 6.50974e-05 3.66239e-05
threshold=-0.06705499999999999 -0.017269999999999997 -0.053579999999999996 0.057010000000000005 0.11849500000000002 -0.029944999999999996 -0.095799999999999982 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8
right_child=3 -3 -4 -5 -6 -7 7 -9
leaf_value=0.015179772473081382 -0.019769527896274303 0.021136967415734564 -0.014375122159502363 0.012812403067151085 0.014944571091594536 -0.027357787435909133 -0.005783741285395036 0.020411143910687782
leaf_weight=0.0015744947462299544 0.001382142148462271 0.0010262047965245618 0.0015830793941617697 0.0010669473252525484 0.0011496549877071226 0.0016352906813115902 0.0010094033837001995 0.0011326574047197785
leaf_count=757 244 160 785 241 230 508 672 313
internal_value=0 0.00545783 0.000362149 -0.0032443 -0.00595967 -0.0106176 -0.00284989 0.00806733
internal_weight=0 0.00418378 0.00315757 0.0073761 0.00630915 0.00515949 0.0035242 0.00214206
internal_count=3910 1702 1542 2208 1967 1737 1229 985
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=9
num_cat=0
split_feature=11 3 49 48 133 160 4 4
split_gain=2.02438e-05 3.6219e-05 3.63725e-05 4.58236e-05 4.10145e-05 6.97862e-05 7.27249e-05 5.87783e-05
threshold=0.078340000000000007 -0.12008499999999998 -0.0019649999999999997 0.082705000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.074650000000000008 -0.030814999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.01862454102455947 -0.013666185503645085 -0.027130908048913466 -0.015121257072985644 -0.00065972435381669598 -0.013997986550696917 0.014818620860667257 0.03118029437498689 -0.014449537703583407
leaf_weight=0.0010722477397165477 0.0010022677202336855 0.0010260266276157358 0.0010232459623360059 0.0018032873286193049 0.0012661606689592566 0.0017913093190232128 0.001426571658226748 0.0011121821648319439
leaf_count=183 263 396 938 321 673 592 237 307
internal_value=0 0.0012073 -0.000769203 -0.0102593 0.00328707 0.00665296 0.0126915 0.00360746
internal_weight=0 0.010521 0.00944878 0.00282931 0.00661947 0.00559622 0.00433006 0.00290349
internal_count=3910 3647 3464 717 2747 1809 1136 899
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 43 12 3
split_gain=2.08795e-05 5.7858e-05 5.65858e-05 6.39755e-05 6.575e-05 4.46247e-05 8.18453e-05 4.7677e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085285000000000014 -0.074254999999999988 0.083325000000000024 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.021661335507517483 -0.013785985309096114 0.021252104674743821 -0.0038547847412875522 0.019810555080264983 -0.025986925735910483 0.0081157690532202079 -0.02510688238781722 0.024422551809027276
leaf_weight=0.0012105139625499311 0.0010130138155164279 0.00127057522959093 0.0010836190716339176 0.001545689143567619 0.0010310771200308707 0.001678562312122238 0.0013283270289475152 0.0013257289648140225
leaf_count=275 161 388 385 130 227 266 1419 659
internal_value=0 0.00124886 -0.00151265 0.00153881 -0.00284169 0.00156441 -0.00656071 0.0117046
internal_weight=0 0.0104741 0.00920352 0.007993 0.00644731 0.00541624 0.00300689 0.00240935
internal_count=3910 3749 3361 3086 2956 2729 1685 1044
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 133 16 15 0 1 3
split_gain=0.000195842 0.000117481 0.000103396 0.000122443 9.16208e-05 0.000135198 9.87855e-05 7.73365e-05 8.96077e-05 9.40183e-05 1.12914e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.27466499999999994 0.20277000000000003 0.084145000000000011 0.083815000000000014 -0.055679999999999993 -0.03231499999999999 -0.10943499999999999 0.11215000000000001 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4 -9
right_child=1 -3 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00082575157297972107 -0.0004564426408011863 -0.00057802241178773843 0.000287858957705031 0.00067520253191931075 0.00063442912889942124 0.0006499703541372236 -0.0005089372038667439 -0.00012841283916931986 0.00067877949382409307 -0.00045735405579712754 -0.00042215902201312713
leaf_weight=0.001056857691470685 0.0011458825211802534 0.001052037474005881 0.0017722498758692585 0.0015411362940058867 0.001024636265412166 0.0011195683201091653 0.0016218371418664744 0.0010122392024359086 0.0010809402697341893 0.0010287107212004008 0.0010002707281271655
leaf_count=612 347 481 167 135 236 357 433 496 294 111 241
internal_value=0 5.09657e-05 0.000104557 0.000161945 8.00653e-05 1.42903e-05 -8.03962e-05 3.75161e-05 0.000199231 1.41641e-05 -0.000274412
internal_weight=0 0.0133995 0.0123475 0.0112016 0.00966045 0.00863582 0.00751625 0.00589441 0.0038819 0.00280096 0.00201251
internal_count=3910 3298 2817 2470 2335 2099 1742 1309 572 278 737
is_linear=0
shrinkage=0.00196078


Tree=4455
num_leaves=9
num_cat=0
split_feature=49 151 4 2 13 2 4 151
split_gain=2.46405e-05 4.72588e-05 5.8069e-05 5.47607e-05 4.58638e-05 6.52921e-05 6.55649e-05 3.67271e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.27608500000000008 0.10393500000000001 0.0024700000000000004 0.088820000000000024 -0.0031049999999999997 -0.039414999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 -1
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.022856878660715535 -0.022280518605722378 0.012420894994034974 0.021917657633388401 -0.017519984857415134 -0.013726743124027448 0.028356832990252941 -0.020495498849301873 -0.0016572912594212388
leaf_weight=0.0010573747482056505 0.0010672530031878734 0.0015109930159817949 0.0010600836042881766 0.0019281356213085533 0.0013045420621506905 0.0011088588046937343 0.0010093587391772417 0.0014482216879734143
leaf_count=250 388 1034 324 503 367 530 259 255
internal_value=0 -0.00252615 0.000135172 -0.00322997 0.00235463 0.00813518 -0.00076157 0.00868782
internal_weight=0 0.00898922 0.00792197 0.00686189 0.00493375 0.00362921 0.00252035 0.0025056
internal_count=3910 3405 3017 2693 2190 1823 1293 505
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=9
num_cat=0
split_feature=49 42 43 43 16 1 2 0
split_gain=2.00166e-05 3.98482e-05 3.97349e-05 4.80979e-05 0.000124627 3.8916e-05 9.16611e-05 3.30513e-05
threshold=-0.047894999999999993 0.091955000000000023 -0.17307499999999998 0.0016850000000000001 0.064860000000000015 0.094890000000000016 0.11230000000000001 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -7 -1
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=0.017993613791623477 0.018415758203515317 -0.019101026266902351 -0.010861037532831422 0.012829119707551788 -0.037688748512242069 0.031860087483726061 -0.0078534419608234911 -0.0051783120817057481
leaf_weight=0.0014044941846200977 0.00105336140954036 0.001217164311433881 0.0016768408853782141 0.0015701991720866474 0.0010611632553671358 0.0010110604617348412 0.0013668924663244983 0.0010958166981403516
leaf_count=204 180 764 1252 431 422 182 174 301
internal_value=0 -0.00228152 0.000363619 -0.00248038 -0.0071792 0.000805326 0.009032 0.007838
internal_weight=0 0.00895668 0.00773952 0.00668616 0.00511596 0.00405479 0.00237795 0.00250031
internal_count=3910 3405 2641 2461 2030 1608 356 505
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=9
num_cat=0
split_feature=11 157 160 49 43 13 49 13
split_gain=2.06146e-05 3.21147e-05 7.75979e-05 4.63619e-05 5.42792e-05 8.25525e-05 8.90099e-05 7.30035e-05
threshold=0.077330000000000024 -0.072409999999999988 -1.0000000180025095e-35 0.089635000000000006 -0.074254999999999988 -0.09547499999999999 -0.045004999999999996 -0.003375
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 -4
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.018074121344440221 -0.013191627651677522 -0.022481259861734899 0.028362688886747308 0.022619898017722788 0.012139832618701031 0.0043141077153206241 -0.032283453839248855 -0.0049651924987229763
leaf_weight=0.0010288347082990446 0.0010831524231249877 0.0013743544345159895 0.001300606051758253 0.0010697810755913575 0.0014929687796739165 0.0011361505539220283 0.0016010486000969039 0.0013286802527408906
leaf_count=471 279 810 368 383 197 116 1039 247
internal_value=0 0.00130912 -0.000544828 0.00325736 0.000237631 -0.0067755 -0.0170926 0.0115208
internal_weight=0 0.0103324 0.00930359 0.00792924 0.00685945 0.00423017 0.0027372 0.00262929
internal_count=3910 3631 3160 2350 1967 1352 1155 615
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 3 2 151 15 1 43
split_gain=0.000168172 6.20762e-05 0.000140472 7.9728e-05 8.96508e-05 6.0622e-05 0.000142015 0.000161515 5.86594e-05 5.83186e-05 7.80938e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.055684999999999991 0.12046500000000002 0.087995000000000004 -0.0088999999999999982 0.083935000000000023 0.095575000000000007 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 9 -8 -3 -6 -11
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12
leaf_value=-0.00078719896434512797 -0.00040554800660897334 -0.00059891692192378331 0.000728926307484552 0.00065411948315200396 -0.00048024948304551117 -0.00035000785009806448 -5.4720776151905853e-05 0.00097580872028029482 1.9292032196231518e-05 -0.00030086446333022024 0.00044041472438475181
leaf_weight=0.0010096589217581048 0.0010797158927546751 0.0012327722614548517 0.0011744348338340481 0.0010056953162672477 0.0012334965004096115 0.0013229467020294062 0.0011121399938055733 0.0012329804310700783 0.0011319318502723275 0.0011452460901514561 0.0010449550223650037
leaf_count=612 152 789 152 201 431 174 130 211 751 149 158
internal_value=0 4.42008e-05 8.59313e-05 1.37516e-05 0.000106251 2.85568e-05 0.000115372 0.000487095 -0.000302994 -0.000139246 5.28032e-05
internal_weight=0 0.0127163 0.0116366 0.0104622 0.00809746 0.00709176 0.00576882 0.00234512 0.0023647 0.0034237 0.0021902
internal_count=3910 3298 3146 2994 1454 1253 1079 341 1540 738 307
is_linear=0
shrinkage=0.00196078


Tree=4459
num_leaves=9
num_cat=0
split_feature=3 1 15 3 13 52 47 16
split_gain=1.93607e-05 3.99028e-05 4.64166e-05 6.26087e-05 4.28752e-05 8.53413e-05 7.61501e-05 4.69295e-05
threshold=-0.15464999999999998 0.08844500000000001 -1.0000000180025095e-35 -0.069909999999999986 -0.0024749999999999993 -0.074484999999999982 0.081320000000000017 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -3 -7
right_child=1 4 3 -5 5 7 -8 -9
leaf_value=0.013161347968666576 -0.026035797286895396 0.032096572944357679 -0.017663586769892801 0.011159179341798348 -0.024779356460672173 -0.003482244144119444 -0.0036671778209170763 0.023821713440149359
leaf_weight=0.0010072696311317015 0.0011489219571401157 0.0011935278356475624 0.0014254579674722993 0.00159906237752748 0.0012119017490075969 0.0015966840590541319 0.0011879500739348234 0.0010392116834244841
leaf_count=259 1061 687 1004 196 153 207 230 113
internal_value=0 -0.00135832 -0.0089249 -0.002425 0.00371108 -0.00281574 0.0142566 0.00728244
internal_weight=0 0.0104027 0.00417344 0.00302452 0.00622928 0.0038478 0.00238148 0.0026359
internal_count=3910 3651 2261 1200 1390 473 917 320
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=12
num_cat=0
split_feature=484 4 0 1 3 2 0 0 42 49 48
split_gain=9.61848e-05 4.39004e-05 9.66659e-05 6.63076e-05 6.59415e-05 0.000100215 7.4567e-05 8.75446e-05 6.51565e-05 2.59366e-05 1.01951e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.11265500000000002 0.087995000000000004 -0.066689999999999985 -0.10575999999999998 0.083725000000000008 -0.0092149999999999992 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 -5 -3 -7 -6
right_child=1 2 -4 4 10 9 -8 -9 -10 -11 -12
leaf_value=-0.00057929857898445186 -0.00034879015571318527 -0.00059478048662045915 0.00062622335112610364 0.00022864080910745913 -0.00034067136331947435 0.00033687808285214765 0.00044361536122679404 -0.0005064809763368187 7.0271402854636713e-05 0.00078085848235655883 -6.4127041210021592e-05
leaf_weight=0.0010598454936065977 0.001037720972802845 0.0012039920484203321 0.0010940809710173758 0.0011412610619992057 0.0010192036177315116 0.0010145968853277885 0.001079626591021266 0.0013710883968042719 0.0010694799703387693 0.0010089266519645612 0.0010309903900664712
leaf_count=627 151 799 152 113 138 139 157 556 731 242 105
internal_value=0 3.67807e-05 7.30452e-05 1.21526e-05 9.93705e-05 0.000209255 1.26525e-05 -0.000172544 -0.000281929 0.000558246 -0.000201604
internal_weight=0 0.012071 0.0110332 0.00993917 0.00766569 0.0056155 0.00359198 0.00251235 0.00227347 0.00202352 0.00205019
internal_count=3910 3283 3132 2980 1450 1207 826 669 1530 381 243
is_linear=0
shrinkage=0.00196078


Tree=4461
num_leaves=11
num_cat=0
split_feature=484 3 160 51 2 2 13 15 42 12
split_gain=7.68341e-05 2.99489e-05 3.18521e-05 8.00812e-05 0.000104409 9.10136e-05 8.95984e-05 6.10292e-05 0.000130158 0.000170691
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.082384999999999986 0.090935000000000016 0.11635500000000001 0.097940000000000013 -0.089899999999999994 -0.064869999999999983 0.085465000000000013 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 9 -9
right_child=1 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00051794757595742069 0.0003616986070272899 -0.00028113588426871095 -0.00034802646078510742 0.00056211005260011306 -0.0005778821410757876 0.00082598907595903242 1.5242344482626493e-05 0.00029878621711976769 0.00062643696554450434 -0.00078149509399447897
leaf_weight=0.0010378366887377035 0.0010080367621709057 0.0012877165133285849 0.0019135531999511955 0.0010361235515922397 0.0011037231773114884 0.0010327284564235484 0.0010640190761787051 0.0012618822103517668 0.0011510731930154611 0.0010143804696992819
leaf_count=627 225 590 424 187 310 59 294 162 458 574
internal_value=0 3.83908e-05 8.39544e-06 4.73236e-05 -1.51234e-05 6.83884e-05 0.000414566 -6.75155e-05 8.90997e-05 -0.000182624
internal_weight=0 0.0118732 0.0108652 0.00957748 0.00854136 0.00743764 0.00209675 0.00534089 0.00342734 0.00227626
internal_count=3910 3283 3058 2468 2281 1971 353 1618 1194 736
is_linear=0
shrinkage=0.00196078


Tree=4462
num_leaves=9
num_cat=0
split_feature=133 133 13 15 52 2 16 0
split_gain=2.07162e-05 3.79372e-05 4.48136e-05 9.43039e-05 5.8788e-05 5.66703e-05 3.71242e-05 3.66536e-05
threshold=0.099765000000000006 0.083815000000000014 0.00079000000000000012 1.0000000180025095e-35 -0.081429999999999989 0.084925000000000014 -0.029944999999999996 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -6
right_child=-2 -3 5 -5 6 -7 -8 -9
leaf_value=0.018306088403820725 -0.013682652018414961 0.019299247508170719 -0.0063298962264247867 -0.027827056413947407 -0.011040766523989685 0.025321982247952735 -0.020292440430441521 0.010985971431131274
leaf_weight=0.0014646796364902312 0.0010201001394729561 0.001047333059671726 0.001011482712092593 0.001412311485981573 0.0014034398647339839 0.0012833754184455458 0.0011477851595061588 0.0016362653970496514
leaf_count=340 608 660 145 864 126 450 268 449
internal_value=0 0.0012501 -0.000769642 -0.00471349 0.00106191 0.0113711 -0.00496967 0.000816169
internal_weight=0 0.0104067 0.00935934 0.00706448 0.00565217 0.00229486 0.00418749 0.00303971
internal_count=3910 3302 2642 2047 1183 595 843 575
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 16 151 4 16 15 52
split_gain=0.00013412 6.93857e-05 9.83257e-05 7.25463e-05 8.99171e-05 5.80858e-05 7.7242e-05 9.21595e-05 0.000129902 5.62707e-05 5.11216e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 -0.055679999999999993 -0.0088999999999999982 0.24280000000000004 -0.092424999999999993 0.083935000000000023 -0.108275
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -5 6 -6 8 -8 -3 -7
right_child=1 2 -4 4 5 10 7 -9 -10 -11 -12
leaf_value=-0.00070196023700318277 -0.00042599290041530214 -0.00056294832076783316 0.00063050520641385851 0.00066113286988915012 -0.00023585672571451848 9.5872570631666667e-05 -0.00042971661899813743 0.00075124194094343638 0.00052844936875380414 4.1047657624056741e-05 -0.00049327154129986722
leaf_weight=0.0010199085433755051 0.0011328374335580231 0.0012567199352417893 0.0011351640794070731 0.0010027586290789342 0.0013705729244445006 0.0010440453550399848 0.0010315885985407191 0.0012043633415919921 0.0011509124840156692 0.0011229086468983896 0.0012374119284863944
leaf_count=612 152 789 152 190 161 147 146 246 285 751 279
internal_value=0 3.71069e-05 8.25029e-05 2.28104e-05 0.000111804 3.35469e-05 0.000156895 0.000315831 7.55593e-05 -0.000277932 -0.000223666
internal_weight=0 0.0126893 0.0115564 0.0104213 0.00804165 0.00703889 0.00475744 0.00338686 0.0021825 0.00237963 0.00228146
internal_count=3910 3298 3146 2994 1454 1264 838 677 431 1540 426
is_linear=0
shrinkage=0.00196078


Tree=4464
num_leaves=11
num_cat=0
split_feature=484 124 4 160 2 1 3 42 4 4
split_gain=0.000167928 5.3856e-05 8.45886e-05 0.000109311 6.84316e-05 0.000179439 0.00011365 0.000107924 3.78505e-05 7.41076e-05
threshold=-0.0043499999999999988 -0.018779999999999995 -0.39075499999999991 0.090735000000000024 0.10796500000000002 0.11198000000000001 -0.078884999999999997 0.084100000000000022 -1.0000000180025095e-35 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 -8 -10
right_child=1 2 3 -5 5 -7 8 -9 9 -11
leaf_value=-0.00077888955681237437 -0.00032104153664227629 0.00055028483213724047 0.00022514230038068539 -0.00056251693046776002 -0.00068249505719499112 0.00038400532181814237 0.00068061665924685892 -0.00057714829393887149 -9.5908665752433167e-05 0.00063806197210937703
leaf_weight=0.0010124796582650268 0.0013336754231517171 0.0013801490696198132 0.0016288183961343271 0.0010609883720364361 0.0012753877620795405 0.0011565523508096146 0.001480587854726885 0.0010668680355463867 0.0010554969537026335 0.0010600703061797734
leaf_count=612 306 203 796 194 268 246 353 628 171 133
internal_value=0 5.13665e-05 9.58515e-05 3.17534e-05 0.000104029 -0.000175302 0.000211996 -9.23791e-05 0.000440157 0.00027187
internal_weight=0 0.0124986 0.0111649 0.00978477 0.00872378 0.00243194 0.00629184 0.00269569 0.00359616 0.00211557
internal_count=3910 3298 2992 2789 2595 514 2081 1424 657 304
is_linear=0
shrinkage=0.00196078


Tree=4465
num_leaves=9
num_cat=0
split_feature=11 3 3 3 40 2 2 0
split_gain=2.13036e-05 3.31413e-05 4.49867e-05 3.83958e-05 4.73737e-05 6.95522e-05 5.18558e-05 7.31502e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -0.064864999999999992 0.083795000000000022 0.097940000000000013 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.01574533808668142 -0.013365832907075973 -0.017319253213095777 0.015962958485649357 -0.02115210717414728 0.024169376924900871 -0.021150134129818324 -0.0093515411929954769 0.024879812261912531
leaf_weight=0.0013775682139143342 0.0010947824445444428 0.0014090988390632418 0.0015881553462159213 0.0010203980042801306 0.0011414927345710204 0.0012028932156558352 0.0016107789343511756 0.0010192930651065878
leaf_count=247 279 1646 861 211 124 162 150 230
internal_value=0 0.0013017 -0.00091103 0.002138 -0.00152451 0.00250165 -0.0039512 0.00391493
internal_weight=0 0.0103697 0.00899211 0.00758301 0.00599486 0.00497446 0.00383297 0.00263007
internal_count=3910 3631 3384 1738 877 666 542 380
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=11
num_cat=0
split_feature=484 457 48 16 51 160 133 13 4 2
split_gain=0.000202348 6.2491e-05 7.53408e-05 9.89568e-05 8.64652e-05 7.36076e-05 0.000101063 0.000101911 4.92133e-05 4.18459e-05
threshold=-0.0043499999999999988 0.10412500000000001 0.016865000000000002 -0.13863999999999996 -0.09021499999999999 -0.079684999999999992 -1.0000000180025095e-35 -0.083924999999999986 0.05309500000000001 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 -8 -9 -5
right_child=1 -3 3 9 5 6 7 8 -10 -11
leaf_value=-0.00084983785676781413 0.00040586963283882925 -0.00041575156628901049 -0.00013695513631896267 0.00032809463057681404 -0.00057606493965470294 -0.00055779274811082144 0.00049794972704652685 -0.00031945626306260298 0.00017596502760369921 0.00085455447356587195
leaf_weight=0.0010324853847887899 0.0015802318947881573 0.0010131172690906473 0.001152076515011138 0.0012911778741815276 0.0010670977719966163 0.0010812876107378503 0.0016639285647966308 0.0017605857673697889 0.0013713522671882003 0.0010545806343564296
leaf_count=612 353 99 135 262 477 705 233 616 206 212
internal_value=0 5.19189e-05 9.13294e-05 0.000333647 -8.10034e-06 -0.000102303 -1.62837e-05 0.000105806 -0.000102531 0.000564775
internal_weight=0 0.0130354 0.0120223 0.00349784 0.00852448 0.00694425 0.00587715 0.00479587 0.00313194 0.00234576
internal_count=3910 3298 3199 609 2590 2237 1760 1055 822 474
is_linear=0
shrinkage=0.00196078


Tree=4467
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 49 3 2 12 43 42
split_gain=0.000188193 5.12594e-05 9.02454e-05 8.53321e-05 0.00010911 7.0878e-05 0.000118972 0.000205888 8.01363e-05 9.3467e-05 7.01764e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 0.093945000000000015 0.11818000000000002 0.087995000000000004 0.097345000000000015 -0.0037249999999999996 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 6 7 8 9 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0008080672556063528 -0.00035229473947558597 -0.00060705865731187285 0.00060695400540570295 0.00073223205755557443 -0.00084514311021555415 0.00050174342132320573 -0.00065046504544171368 0.0006464110300399555 0.00023569078274459604 -5.0609698301104179e-05 6.3039891159096052e-05
leaf_weight=0.0010578308795203559 0.0011022650884792333 0.0012754134496179982 0.0011691225096072443 0.0010083314298978043 0.0010177274363872082 0.0011017038062204826 0.0010183889828798828 0.0016784677980651182 0.001134212066877735 0.0012917321733675804 0.0011360782077349959
leaf_count=612 152 801 152 190 364 129 148 270 141 212 739
internal_value=0 5.21231e-05 8.98012e-05 3.3094e-05 0.000127929 4.37918e-05 -3.83717e-05 8.33253e-05 -0.000191126 -0.000400743 -0.000291368
internal_weight=0 0.0129334 0.0118312 0.0106621 0.00825056 0.00724223 0.00614053 0.00512214 0.00344367 0.00230946 0.00241149
internal_count=3910 3298 3146 2994 1454 1264 1135 987 717 576 1540
is_linear=0
shrinkage=0.00196078


Tree=4468
num_leaves=9
num_cat=0
split_feature=150 151 151 52 13 2 4 47
split_gain=2.29296e-05 5.5912e-05 5.45724e-05 5.5417e-05 5.25849e-05 8.18035e-05 3.30706e-05 4.05458e-05
threshold=0.082085000000000019 -0.056409999999999995 -1.0000000180025095e-35 0.11401500000000002 -0.074599999999999986 0.091525000000000009 -0.08422499999999998 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -6 -8
right_child=1 -3 3 -5 6 -7 7 -9
leaf_value=-0.022678168069764564 0.025507402613891506 -0.0065836117353419675 -0.004746816542122047 -0.018673550668436314 -0.015479520813998055 0.030439583713713209 0.012331459211581216 -0.012434627656259219
leaf_weight=0.0011483661680189066 0.0010646934640374181 0.0011078542358717277 0.0011737415135341361 0.001262172757874179 0.0013884371592011047 0.0015117000236348063 0.0018193692284120579 0.0010382962849869197
leaf_count=360 318 195 593 561 560 272 920 131
internal_value=0 0.00914313 -0.00226243 0.000598879 0.00410822 0.0150605 -0.00281851 0.00333302
internal_weight=0 0.00217255 0.00934208 0.00819372 0.00693154 0.00268544 0.0042461 0.00285767
internal_count=3910 513 3397 3037 2476 865 1611 1051
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=10
num_cat=0
split_feature=484 3 484 51 52 4 43 15 0
split_gain=7.71098e-05 4.02515e-05 4.71727e-05 5.97675e-05 9.06253e-05 0.000101875 0.000112825 8.84076e-05 7.88378e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.087495000000000017 0.090935000000000016 0.086950000000000013 -0.076854999999999993 -0.074254999999999988 -0.053579999999999996 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -8
right_child=1 2 -4 -5 -6 6 8 -9 -10
leaf_value=-0.00050890496455607262 0.00039949162032134526 0.00050304906743736633 -0.00039410631900374657 0.00047373118500381177 -0.00039234867948403272 0.00064969177510232725 7.8181265120944393e-05 -0.00012802540712151316 -0.00054213497578747599
leaf_weight=0.001087665481946074 0.0010681088525613383 0.001741217903084632 0.0010521205012763339 0.0010997676363152424 0.0018906098752212866 0.0012287602656706586 0.0013748622062637922 0.0010355652704094503 0.0018444995732542048
leaf_count=627 225 540 337 261 694 332 121 182 591
internal_value=0 3.57054e-05 1.21982e-06 4.19363e-05 -1.01588e-05 8.98525e-05 -4.13485e-05 0.000294011 -0.000277222
internal_weight=0 0.0123355 0.0112674 0.0102153 0.00911552 0.00722491 0.00548369 0.00226433 0.00321936
internal_count=3910 3283 3058 2721 2460 1766 1226 514 712
is_linear=0
shrinkage=0.00196078


Tree=4470
num_leaves=10
num_cat=0
split_feature=133 50 156 160 12 43 151 1 4
split_gain=2.0841e-05 3.9592e-05 3.73829e-05 4.59132e-05 5.75687e-05 0.000100524 7.55644e-05 7.49871e-05 4.20087e-05
threshold=0.10064500000000001 0.086465000000000014 0.084330000000000016 -0.026849999999999995 -0.023959999999999995 -0.15648499999999999 -0.0088999999999999982 0.10373000000000002 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 -8
right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=0.025130793158819598 -0.013855794301704367 -0.016418714146045853 -0.013523166903616567 -0.018993377938974418 0.035493211580902177 -0.020663635711019146 0.00795954510674113 0.025922878104892674 -0.018662657134150672
leaf_weight=0.0010607337075828034 0.0010057285331866095 0.0011358777654452397 0.001151599859741185 0.0010335116157068058 0.0010017390212595356 0.0012375135616160748 0.0014544165533447917 0.0014291174168808611 0.0010004309141507302
leaf_count=434 598 562 486 325 104 223 728 192 258
internal_value=0 0.00121279 0.00335038 0.00571505 0.00283735 0.00652207 0.000855437 0.00771187 -0.00288988
internal_weight=0 0.0105049 0.00936906 0.00821746 0.00715673 0.00612322 0.00512148 0.00388396 0.00245485
internal_count=3910 3312 2750 2264 1830 1505 1401 1178 986
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=9
num_cat=0
split_feature=150 151 151 52 13 2 4 3
split_gain=2.08094e-05 4.94785e-05 4.32964e-05 4.51221e-05 4.62943e-05 7.13541e-05 2.66687e-05 5.34381e-05
threshold=0.082085000000000019 -0.056409999999999995 -1.0000000180025095e-35 0.11401500000000002 -0.074599999999999986 0.091525000000000009 0.074650000000000008 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -6
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.020439321933413385 0.024147426102388431 -0.0060624592505847943 -0.0046000992749865985 -0.017017174725352798 -0.020100385337477565 0.028339925450012973 0.008266538357448696 0.0078923620627307043
leaf_weight=0.0011361483976705779 0.00106209867846163 0.0011074455893978561 0.001172048802826637 0.0012584099427204124 0.0016548520419378547 0.0014982551249278333 0.0014144501912778593 0.0011599935288600688
leaf_count=360 318 195 593 561 1153 272 257 201
internal_value=0 0.00872677 -0.00215009 0.000397014 0.00357317 0.0138819 -0.00293559 -0.00856462
internal_weight=0 0.00216954 0.00929416 0.00815801 0.0068996 0.0026703 0.0042293 0.00281485
internal_count=3910 513 3397 3037 2476 865 1611 1354
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=10
num_cat=0
split_feature=11 49 52 133 0 42 0 2 13
split_gain=2.16314e-05 2.70303e-05 5.37843e-05 6.48895e-05 8.09683e-05 4.74811e-05 5.48597e-05 0.000107716 3.22062e-05
threshold=0.077330000000000024 0.093425000000000022 0.086950000000000013 0.065880000000000008 -0.053834999999999994 0.08622500000000001 -0.10575999999999998 0.092450000000000018 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -4
right_child=-2 -3 8 -5 -6 -7 -8 -9 -10
leaf_value=0.026178297302088333 -0.01349652232600565 0.015546238838978897 -0.027063768132844959 0.024129718716482226 -0.026233537484761007 0.022818922619543623 -0.020758325582748288 -0.013999973186933507 -0.0021597715325527198
leaf_weight=0.0013743796920620676 0.0010876622572131298 0.0011841563320733649 0.0010424884126863515 0.0012688218775716298 0.0010320017927811136 0.0011059061933318673 0.0010028444212011826 0.0012969126448422177 0.0010346603136287382
leaf_count=121 279 521 577 705 246 390 527 179 365
internal_value=0 0.00132898 -0.000509351 0.00364131 -0.000831491 0.00465276 -0.00081521 0.00667174 -0.0146587
internal_weight=0 0.0103422 0.00915802 0.00708087 0.00581204 0.00478004 0.00367414 0.00267129 0.00207715
internal_count=3910 3631 3110 2168 1463 1217 827 300 942
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=11
num_cat=0
split_feature=484 3 1 2 2 16 2 15 1 16
split_gain=0.000103225 4.69897e-05 4.14756e-05 9.56641e-05 0.000101277 6.02014e-05 6.19794e-05 7.4093e-05 7.10641e-05 4.55556e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 1.0000000180025095e-35 0.10393500000000001 0.092745000000000008 -0.27337499999999998 0.087995000000000004 -0.074174999999999977 0.095575000000000007 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 8 -8 -7 -10
right_child=1 2 5 -5 -6 6 7 -9 9 -11
leaf_value=-0.00058969267652939951 0.00044160452418140169 -0.00027459774066632397 -0.00023610883521761611 -0.00066546449580920006 0.0005051040955627175 -0.00034352441919361553 0.00070230852994960364 2.2579779776285021e-05 0.00053183392251856946 -5.4320005745199355e-05
leaf_weight=0.0010635790368006418 0.0010602660251966293 0.0016068046047459351 0.0016640877599469212 0.0010369933599292955 0.0010650223117847891 0.0013170654876327719 0.0014728706673693311 0.0010604542908882412 0.0010266855721804144 0.001012510705913826
leaf_count=627 225 987 322 278 328 463 223 172 171 114
internal_value=0 4.69772e-05 9.82651e-06 -0.000159986 3.62008e-05 9.32038e-05 0.00018625 0.000417773 1.14957e-05 0.000240794
internal_weight=0 0.0123228 0.0112625 0.00370882 0.00267183 0.00755367 0.00588959 0.00253332 0.00335626 0.0020392
internal_count=3910 3283 3058 1593 1315 1465 1143 395 748 285
is_linear=0
shrinkage=0.00196078


Tree=4474
num_leaves=11
num_cat=0
split_feature=484 3 1 2 13 43 151 2 4 16
split_gain=9.32195e-05 3.93876e-05 4.0369e-05 7.91567e-05 6.806e-05 7.03529e-05 7.02164e-05 7.49408e-05 0.000129515 0.000101802
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.13385500000000003 0.11835000000000002 0.0024700000000000004 -0.083899999999999988 -0.0088999999999999982 0.089910000000000004 -0.0031049999999999997 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 9 -9 -8
right_child=1 2 -4 -5 -6 6 7 8 -10 -11
leaf_value=-0.00056638768933361592 0.00040263788905479822 0.00054089493933945397 0.00037961172299980431 -0.00050564836471582301 -0.00037969200506889685 -0.0003893047418745345 -0.00048731020603827945 -0.00010988010175957878 0.00076751864533076248 0.00032609647955179774
leaf_weight=0.0010546655521999392 0.0010592932851544142 0.0011977109952159611 0.0010130445174970247 0.0011904991106578685 0.0013062060276690128 0.0012706378332042363 0.001322248573722973 0.0012141704206743663 0.0013842559494041263 0.001070481543752326
leaf_count=627 225 382 255 246 374 218 718 330 220 315
internal_value=0 4.15744e-05 6.70677e-06 -3.12363e-05 3.31951e-05 0.000105494 2.22139e-05 0.000126977 0.000357535 -0.000123401
internal_weight=0 0.0120285 0.0109693 0.00995621 0.00876571 0.00745951 0.00626179 0.00499116 0.00259843 0.00239273
internal_count=3910 3283 3058 2803 2557 2183 1801 1583 550 1033
is_linear=0
shrinkage=0.00196078


Tree=4475
num_leaves=9
num_cat=0
split_feature=1 4 151 4 16 16 3 13
split_gain=2.01363e-05 5.62367e-05 3.4807e-05 5.41581e-05 5.17366e-05 4.88794e-05 7.61411e-05 1.78126e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.086769999999999986 0.24280000000000004 -0.094359999999999986 -0.055679999999999993 -0.010319999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 -6 -7 -1
right_child=2 -3 3 -5 5 6 -8 -9
leaf_value=-0.0044639426039647856 0.019937973137383141 -0.020665226938670896 -0.024209970042522459 0.014705633846649616 0.015446575894884185 0.012111724688630764 -0.023523318878690212 0.014041955611078516
leaf_weight=0.0010740919311818266 0.0010267501424065656 0.0015486833969715116 0.0011192963047717123 0.0018630537693344971 0.0013598702453885641 0.0010518620058895005 0.0013945606543484803 0.0010084767383801616
leaf_count=308 186 1554 184 424 379 510 219 146
internal_value=0 -0.0062341 0.00277799 0.000182623 -0.00531056 0.000247093 -0.0082017 0.00449748
internal_weight=0 0.00363125 0.00781539 0.00678864 0.00492559 0.00380629 0.00244642 0.00208257
internal_count=3910 2008 1902 1716 1292 1108 729 454
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=11
num_cat=0
split_feature=484 474 15 16 47 15 43 2 16 16
split_gain=0.000186014 5.82711e-05 7.60605e-05 6.79054e-05 0.00011726 6.98028e-05 7.48451e-05 9.89815e-05 0.0001962 3.51559e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.11739999999999999 -0.38486499999999996 0.10436500000000001 -0.094924999999999995 -0.17307499999999998 0.097360000000000016 -0.083564999999999987 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -8 -9
right_child=1 -3 3 4 -6 6 7 9 -10 -11
leaf_value=-0.00081033213544383061 -0.00033980425781567189 0.00049918114634822913 -0.00038359500813926154 0.00048747696997996238 0.00070096144689366991 0.00036654253046497433 0.00017897315405839871 0.00042760535405275267 -0.00085061729661604381 -6.4300308177249485e-05
leaf_weight=0.0010442460196643548 0.0019786562704983369 0.0010222202143621859 0.0010795573916790079 0.0011752702378423239 0.0012234936645930672 0.0014207699773552225 0.0013029773663138014 0.0010520937133590485 0.0015678188870058686 0.001190857857697937
leaf_count=612 484 298 206 155 100 183 480 235 945 212
internal_value=0 4.97943e-05 1.14861e-05 8.09053e-05 0.000137039 4.75476e-05 -3.15761e-05 -0.000142187 -0.000383314 0.000166436
internal_weight=0 0.0130137 0.0119915 0.0100128 0.00893328 0.00770979 0.00653452 0.00511375 0.0028708 0.00224295
internal_count=3910 3298 3000 2516 2310 2210 2055 1872 1425 447
is_linear=0
shrinkage=0.00196078


Tree=4477
num_leaves=12
num_cat=0
split_feature=484 133 484 133 15 4 42 12 12 3 4
split_gain=0.000212526 0.000116578 0.000103643 0.00013524 9.05211e-05 0.000156835 0.000128918 9.59314e-05 8.84731e-05 5.40103e-05 0.000107588
threshold=-0.0043499999999999988 0.10599500000000002 0.088645000000000015 0.083815000000000014 1.0000000180025095e-35 -0.0010999999999999996 0.085465000000000013 0.085845000000000019 0.086865000000000012 0.11265500000000002 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 9 -2 -6 10 -7
right_child=1 -3 -4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.00085628993923049263 0.00081893094354643418 -0.00058340075784873058 -0.00046708350348938303 0.00072798805427411802 -0.00064334568717857525 -8.4389994273643894e-05 -0.00059431197658936876 8.1510376298900728e-05 9.5928263540884015e-05 -0.00015486022970170275 0.00079627837851683873
leaf_weight=0.0010582497464744932 0.0018357730647049078 0.0010145835912882791 0.0011011928093003489 0.0014249379842492345 0.0011406925480977543 0.00108211444652757 0.0011783083047513156 0.0010756699542561155 0.0013697517211669046 0.0013207455671645709 0.0010516598284004792
leaf_count=612 239 481 303 407 310 139 200 297 588 142 192
internal_value=0 5.59709e-05 0.000107533 0.000162654 8.25353e-05 0.000189857 -3.42597e-05 0.000546481 -0.000239982 0.00015677 0.000349659
internal_weight=0 0.0135954 0.0125808 0.0114797 0.0100547 0.00754427 0.00463283 0.00291144 0.00251044 0.00345452 0.00213377
internal_count=3910 3298 2817 2514 2107 1209 673 536 898 473 331
is_linear=0
shrinkage=0.00196078


Tree=4478
num_leaves=13
num_cat=0
split_feature=484 474 150 160 4 51 1 150 133 16 43 1
split_gain=0.000206923 7.04995e-05 8.36934e-05 0.000100187 0.00011412 8.92421e-05 0.000108899 9.79234e-05 9.68431e-05 0.000153446 5.98989e-05 4.14697e-05
threshold=-0.0043499999999999988 0.085070000000000021 -1.0000000180025095e-35 -0.080734999999999987 0.27608500000000008 0.090935000000000016 0.11663000000000003 0.086025000000000018 -0.0056849999999999991 -0.25582999999999995 -0.092484999999999984 0.076710000000000014
decision_type=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
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 11 -13
leaf_value=-0.00082496741130428232 -0.00052316448244743531 0.0005280425065307872 -0.00049098062266395167 -0.00037012369448717662 0.00072994235723701495 0.00057935005096823686 -0.00056511834630592662 -0.00049014921477963478 0.00096513407793132543 -0.0002749037829097815 6.7682625331421593e-05 0.00055204741535988327
leaf_weight=0.001128810999272774 0.0010488104234653477 0.0010851023222085221 0.0011608646195473997 0.0010645953419031956 0.0010479127461387938 0.0010737288000833541 0.0012095742565530624 0.0010204147186051969 0.0010067524305339441 0.0011252862842170415 0.0017149131021063579 0.0011256703302215624
leaf_count=612 125 298 553 687 278 185 75 96 74 276 312 339
internal_value=0 4.84782e-05 7.17363e-06 5.53328e-05 0.000116379 4.75459e-05 -2.15237e-05 7.16404e-05 0.000166594 0.000281501 0.000107958 0.000259627
internal_weight=0 0.0136836 0.0125985 0.0115497 0.0103888 0.00934094 0.00826721 0.00705763 0.00603722 0.00497262 0.00396587 0.00284058
internal_count=3910 3298 3000 2875 2322 2044 1859 1784 1688 1001 927 651
is_linear=0
shrinkage=0.00196078


Tree=4479
num_leaves=12
num_cat=0
split_feature=484 474 2 12 3 12 3 151 0 16 0
split_gain=0.000191731 6.72295e-05 6.85643e-05 9.63971e-05 0.000107331 7.83014e-05 7.4236e-05 7.49438e-05 0.00015043 0.000113608 3.82374e-05
threshold=-0.0043499999999999988 0.085070000000000021 0.086650000000000019 0.097345000000000015 -0.078884999999999997 0.098845000000000016 0.12046500000000002 -0.044604999999999992 -0.17106499999999999 -0.070594999999999977 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -4 -9 -10 -6
right_child=1 -3 5 -5 10 -7 -8 8 9 -11 -12
leaf_value=-0.00081306739535230298 -0.00081325151340722295 0.00053115977121049153 -0.00012251279438999332 0.00028613012405243987 -0.00035477104758326863 -0.00034746697742624194 -0.00017236535444176777 0.0010660829954142052 -0.00027539223538244873 0.00054816712180992143 0.00017659161107698237
leaf_weight=0.0010715038786038621 0.001235129589214381 0.0010273007374710314 0.0011041016501753087 0.0012365825764025073 0.0010208902869930465 0.001148314792336692 0.0015005618917464172 0.0011057562691683159 0.00110381382631795 0.0015458957779642152 0.0010626419780344733
leaf_count=612 726 298 239 165 141 350 168 75 478 417 241
internal_value=0 4.96393e-05 8.6347e-06 -0.000181149 -0.000355264 0.000123773 0.000208855 0.00032657 0.0004586 0.000205089 -8.37658e-05
internal_weight=0 0.013091 0.0120637 0.00455524 0.00331866 0.00750844 0.00636013 0.00485957 0.00375547 0.00264971 0.00208353
internal_count=3910 3298 3000 1273 1108 1727 1377 1209 970 895 382
is_linear=0
shrinkage=0.00196078


Tree=4480
num_leaves=11
num_cat=0
split_feature=484 52 150 51 124 4 48 0 16 4
split_gain=0.000178024 5.48969e-05 7.06278e-05 7.01692e-05 6.71514e-05 9.61238e-05 8.88449e-05 8.75198e-05 7.97717e-05 7.8689e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 -0.07742499999999998 -0.011675 -0.39075499999999991 0.091005000000000016 -0.14733499999999997 -0.25582999999999995 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 -7 -9 -10
right_child=1 4 -4 -5 5 6 -8 8 9 -11
leaf_value=-0.00079406795190728008 7.487702764037936e-05 -0.00052574963244463632 -0.00017135015109747022 0.00064267320658499387 0.00056874939915111679 0.00052530978627991353 -0.00055147315688385196 0.00032934452248343957 7.176204571208804e-05 -0.00056412314856750685
leaf_weight=0.0010519553630057828 0.0016306803036446006 0.0010030306077770963 0.001305851844281075 0.0017188342043268244 0.0010370666421337573 0.0011101780594469698 0.0012182489085403999 0.0012204982404550625 0.0014122178528200423 0.0015912425923942713
leaf_count=612 372 147 151 470 61 151 175 252 751 768
internal_value=0 4.39684e-05 0.000215448 0.000366247 -4.89387e-05 1.40772e-05 -7.37125e-05 3.54019e-05 -9.336e-05 -0.000265132
internal_weight=0 0.0132478 0.00465537 0.00334951 0.00859248 0.00758945 0.00655239 0.00533414 0.00422396 0.00300346
internal_count=3910 3298 993 842 2305 2158 2097 1922 1771 1519
is_linear=0
shrinkage=0.00196078


Tree=4481
num_leaves=11
num_cat=0
split_feature=484 4 0 160 43 1 47 15 13 1
split_gain=9.82839e-05 4.52569e-05 9.68481e-05 6.81841e-05 8.52109e-05 6.62365e-05 7.80997e-05 7.35793e-05 0.000135848 3.47383e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.090735000000000024 -0.24333999999999997 0.12864500000000004 0.09252500000000001 1.0000000180025095e-35 -0.037444999999999992 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00057730098387878681 -0.00034823422224205771 -0.00044936075834504295 0.00061765383520831572 -0.00045079349725821112 -0.00015496753537232451 0.00060529702160292125 -0.0003973033411155818 -0.00015315891923497389 0.0003848267525049447 0.00085019621746163746
leaf_weight=0.0010894836653477591 0.0010724345526739862 0.0010791773107921643 0.001130953480045961 0.0010890292984884415 0.0014920517217322108 0.0010162681458564292 0.0011513692071470566 0.0019324740231410923 0.0013787493887536086 0.0011157655550087337
leaf_count=627 151 159 152 220 589 249 210 1126 271 156
internal_value=0 3.68364e-05 7.31062e-05 1.30512e-05 6.81623e-05 0.000137226 6.9948e-05 0.000160838 0.000313046 0.000592981
internal_weight=0 0.0124583 0.0113858 0.0102549 0.00916586 0.00808668 0.00707041 0.00591904 0.00398657 0.00249451
internal_count=3910 3283 3132 2980 2760 2601 2352 2142 1016 427
is_linear=0
shrinkage=0.00196078


Tree=4482
num_leaves=11
num_cat=0
split_feature=484 474 0 1 47 48 16 42 12 52
split_gain=0.000127178 5.91099e-05 5.46003e-05 0.000157599 7.97322e-05 0.000144792 9.35291e-05 7.38661e-05 0.0001546 9.0639e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.084304999999999977 0.083065000000000014 0.09252500000000001 0.086285000000000014 -0.094359999999999986 -0.089744999999999978 0.095295000000000019 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -4 9 -9
right_child=1 -3 7 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00068050745891854228 -0.00078102835074048496 0.00049012398080277143 -0.00031573226387805563 0.00087753968518751078 -0.00037765513393201838 -0.00029805491589099436 6.287280393103122e-05 0.00018221496381525183 -0.00023167085368062251 0.00087214124420145972
leaf_weight=0.0010221685163705257 0.0011564820540095298 0.0010234753862481049 0.0011113818291366082 0.0011555515296738316 0.0013950490222947747 0.0014885951997416387 0.0010201166583837093 0.0015032488649439806 0.0016534031659718885 0.0014271229029611133
leaf_count=612 765 298 245 214 134 141 133 542 474 352
internal_value=0 3.79342e-05 -9.21264e-07 -0.000127996 2.12775e-05 0.000173158 0.000495563 0.00013777 0.000247726 0.000518217
internal_weight=0 0.0129344 0.011911 0.00621579 0.00505931 0.00366426 0.00217567 0.00569516 0.00458377 0.00293037
internal_count=3910 3298 3000 1387 622 488 347 1613 1368 894
is_linear=0
shrinkage=0.00196078


Tree=4483
num_leaves=11
num_cat=0
split_feature=484 42 156 12 4 160 16 133 16 0
split_gain=0.000146461 5.77112e-05 5.58846e-05 7.34775e-05 9.45574e-05 0.000105449 6.94704e-05 9.5376e-05 7.43449e-05 0.000104312
threshold=-0.0043499999999999988 -0.09602999999999999 0.084330000000000016 0.10673000000000001 -0.39075499999999991 0.090735000000000024 -0.38486499999999996 -0.0056849999999999991 -0.095109999999999986 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 -9 -10
right_child=1 2 -4 -5 5 -7 7 8 9 -11
leaf_value=-0.00073631559048884508 -0.00037420642791354257 0.00074207881614408132 -0.00028859698145201201 -0.00036273783366373203 -0.00012698390031203987 -0.00047511586519602259 -0.00020447252080838245 0.00083151866804716571 -2.1509433140897911e-05 0.0007320481631658824
leaf_weight=0.001002423470115991 0.0011659466653738482 0.0010496292176258642 0.0013719347009417517 0.0010360082636624622 0.001855385886603003 0.0010134661472232321 0.0010916235559829957 0.0013215938120690321 0.0018105240618394721 0.0011579595260538765
leaf_count=612 270 104 465 251 329 167 643 167 543 359
internal_value=0 4.18058e-05 8.32341e-05 0.000132588 0.000187765 0.000117246 0.000200199 0.000312998 0.00044467 0.000272442
internal_weight=0 0.0128741 0.0117081 0.0103362 0.00930018 0.00825055 0.00723709 0.0053817 0.00429008 0.00296848
internal_count=3910 3298 3028 2563 2312 2208 2041 1712 1069 902
is_linear=0
shrinkage=0.00196078


Tree=4484
num_leaves=8
num_cat=0
split_feature=158 15 49 151 15 0 52
split_gain=3.58141e-05 4.35666e-05 5.22499e-05 0.000107692 7.0506e-05 7.70042e-05 7.25641e-05
threshold=1.0000000180025095e-35 -0.11739999999999999 -0.085974999999999982 -0.024429999999999997 1.0000000180025095e-35 -0.10131499999999999 0.091715000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.012598232257726789 -0.0182230309987827 -0.014803720442206181 0.034075824553993384 0.028685487822230217 -0.014469393284658528 -0.013658421868475261 0.016231865314644586
leaf_weight=0.0018155559110711482 0.0010041193794488945 0.0012237806174116225 0.0012682020310697192 0.0013665005115771739 0.0018211423711440517 0.0017260846227185949 0.0015340211046642818
leaf_count=482 488 208 462 134 1240 692 204
internal_value=0 0.00152465 0.00439285 0.0074375 0.00219803 0.00875872 0.000406254
internal_weight=0 0.0107553 0.00893973 0.00771595 0.00644775 0.00462661 0.00326011
internal_count=3910 3422 2940 2732 2270 1030 896
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=11
num_cat=0
split_feature=484 474 0 1 48 16 16 2 3 0
split_gain=0.000150422 5.29902e-05 8.11012e-05 0.000158385 8.69264e-05 7.69744e-05 8.58616e-05 6.6944e-05 0.000144373 3.54222e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.084304999999999977 0.083065000000000014 0.081315000000000012 0.15100500000000003 0.41476000000000007 0.087995000000000004 0.11818000000000002 -0.070174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 -7 -5 -9 -4
right_child=1 -3 4 7 -6 6 -8 8 -10 -11
leaf_value=-0.0007385758692458424 -0.00080939661052483911 0.00046719094851143821 0.00010205193038575919 -0.00030783248997581628 0.00069840123464449001 -0.0005110396289780744 0.00020784090192654974 0.00049968978065640952 -0.00034460604327018086 0.00060207473840100307
leaf_weight=0.0010226212806073 0.0011431762033480173 0.0010392120548311 0.0011840613220057319 0.0017694147028238082 0.0010001904518683706 0.0013403996845172792 0.0012203153139202757 0.0019698903099919412 0.0012876866147508159 0.0010087440950820312
leaf_count=612 765 298 739 269 222 135 205 234 119 312
internal_value=0 4.25421e-05 5.53231e-06 -0.000150624 0.000172992 6.24399e-05 -0.000168455 -8.14377e-07 0.000165948 0.000332075
internal_weight=0 0.0129631 0.0119239 0.00617017 0.00575371 0.00475352 0.00256071 0.00502699 0.00325758 0.00219281
internal_count=3910 3298 3000 1387 1613 1391 340 622 353 1051
is_linear=0
shrinkage=0.00196078


Tree=4486
num_leaves=10
num_cat=0
split_feature=158 50 47 4 12 52 49 15 4
split_gain=2.89279e-05 4.04761e-05 4.99327e-05 6.83183e-05 4.19913e-05 5.16099e-05 5.57187e-05 7.2615e-05 5.12056e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.11646500000000001 0.24280000000000004 0.098845000000000016 0.091210000000000013 -0.047894999999999993 -0.07142999999999998 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=0.016665991286661217 -0.016384651293881416 -0.01699630700845425 -0.017728785416577655 0.024388649115681435 -0.016946768085555758 0.023823436678884036 -0.028588124379679693 -0.010040131652536222 0.019687400418372518
leaf_weight=0.0014559985775327174 0.0010042483889662916 0.0010802253653223832 0.0010013944455105278 0.0016178524390888082 0.0010402622633484777 0.0011539855355798285 0.0010491958135142058 0.001315920595359107 0.0010352880934049223
leaf_count=280 488 655 114 363 317 402 327 647 317
internal_value=0 0.00136258 0.00341346 0.00585583 0.00160326 0.00481385 0.00029677 -0.00671227 0.00304954
internal_weight=0 0.0107501 0.0096699 0.0086685 0.00705065 0.00601039 0.0048564 0.0034004 0.00235121
internal_count=3910 3422 2767 2653 2290 1973 1571 1291 964
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=12
num_cat=0
split_feature=484 1 52 48 474 0 49 16 42 42 16
split_gain=0.000165176 8.10609e-05 8.68657e-05 8.13498e-05 5.59328e-05 0.000107713 9.24631e-05 0.000104178 7.23809e-05 0.000105378 7.2495e-05
threshold=-0.0043499999999999988 0.13562500000000002 0.11401500000000002 0.11379500000000002 0.084655000000000022 -0.084304999999999977 -0.047894999999999993 -0.110495 0.088915000000000008 -1.0000000180025095e-35 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 -7 -11
right_child=1 -3 -4 -5 -6 8 7 -9 -10 10 -12
leaf_value=-0.00077393572577221978 0.00021389951825736292 0.00057701567336388457 -0.00049110638769422118 -0.00045635595218675482 0.00054596852801291407 -6.1139771488812069e-05 -2.4402272616543781e-05 -0.00080043035176096929 -0.00014061926559145953 0.0010700982527664128 0.00033677246868167018
leaf_weight=0.0010277505936724255 0.0015905026939467895 0.001006866375659451 0.0012513739323085126 0.0010761096326215762 0.0010211727162041115 0.0010916491964763166 0.001439027358645347 0.0012366401627863994 0.0011592841577454517 0.0010036831535313977 0.0010717117176633553
leaf_count=612 210 230 492 96 272 474 257 569 374 179 145
internal_value=0 4.27331e-05 -2.31711e-06 5.49019e-05 0.00011213 6.05702e-05 -0.000160507 -0.000383067 0.000278574 0.000432018 0.000691417
internal_weight=0 0.012948 0.0119412 0.0106898 0.00961367 0.0085925 0.00426617 0.00267567 0.00432633 0.00316704 0.00207539
internal_count=3910 3298 3068 2576 2480 2208 1036 826 1172 798 324
is_linear=0
shrinkage=0.00196078


Tree=4488
num_leaves=11
num_cat=0
split_feature=484 133 52 52 47 4 16 150 52 13
split_gain=0.000136 0.000112977 8.55305e-05 0.000162728 0.000111244 0.000127964 9.78133e-05 9.84926e-05 6.88679e-05 8.55279e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.091210000000000013 0.11401500000000002 0.117025 0.25367000000000006 0.081265000000000018 0.086645000000000014 -0.020314999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00069206705850409522 0.00056087275870108321 -0.0005873799463368051 0.0010109808124946957 2.9571617175800043e-06 -0.00060390028033564 0.00056263105427628482 -0.00046082243623496097 -0.00045384269855132869 -0.00032747625248425106 0.00033970442009756353
leaf_weight=0.0010533897162466636 0.0014790948312397223 0.0010210084022184663 0.0010340910251561875 0.0015218574045244783 0.0010228523098671947 0.0016996720051241721 0.0016129682696489813 0.0010450897539154578 0.0013278780358123043 0.0016649754965051785
leaf_count=612 318 481 178 450 98 354 414 218 608 179
internal_value=0 3.95809e-05 9.11692e-05 0.000410786 8.25414e-06 7.91677e-05 -3.60818e-05 8.80959e-05 0.000214746 4.36877e-05
internal_weight=0 0.0134295 0.0124085 0.00255595 0.00985253 0.00882968 0.00713001 0.00551704 0.00447195 0.00299285
internal_count=3910 3298 2817 628 2189 2091 1737 1323 1105 787
is_linear=0
shrinkage=0.00196078


Tree=4489
num_leaves=12
num_cat=0
split_feature=133 484 40 484 150 16 12 42 43 2 0
split_gain=0.000179309 0.000207262 0.000114727 9.1925e-05 0.000103245 0.000107796 0.000114115 9.46762e-05 0.000116159 8.62945e-05 9.78733e-05
threshold=0.10681500000000001 -0.0043499999999999988 -0.080519999999999994 0.088645000000000015 0.090695000000000012 -0.38486499999999996 0.098845000000000016 -1.0000000180025095e-35 -0.083899999999999988 0.091525000000000009 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 -9 10 -10
right_child=-2 2 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.00077018972786980751 -0.00082010900806727067 0.00069868998483981989 -0.00026918107731358236 -0.00047762233963365998 -0.00036702598871408027 -8.085839589895723e-05 -0.00027414487107651998 0.0010691743259472744 0.00048724359165420051 0.00069244672318244404 -0.00030856191589853811
leaf_weight=0.0011233611366637418 0.0010010341060454541 0.0011506690103514983 0.0016645449944638286 0.0011459262766605203 0.001524179532294276 0.0013387445289583712 0.0012010095433577506 0.0011010374409655228 0.0012584456794748624 0.0016728621812621448 0.0011256297337737425
leaf_count=539 545 228 226 285 244 562 253 142 85 340 461
internal_value=0 3.82958e-05 0.000107189 5.0623e-05 0.000106227 0.000183273 0.000281111 0.000383757 0.000504348 0.000351056 0.000111508
internal_weight=0 0.0143064 0.013183 0.0120324 0.0108865 0.00936227 0.00769773 0.00649672 0.00515798 0.00405694 0.00238408
internal_count=3910 3365 2826 2598 2313 2069 1843 1590 1028 886 546
is_linear=0
shrinkage=0.00196078


Tree=4490
num_leaves=9
num_cat=0
split_feature=123 133 160 133 42 4 48 4
split_gain=3.02376e-05 5.89445e-05 6.8966e-05 4.98469e-05 7.84537e-05 5.71473e-05 0.00012491 7.16901e-05
threshold=1.0000000180025095e-35 -0.036599999999999987 -1.0000000180025095e-35 0.093845000000000026 0.088115000000000013 0.0021050000000000005 0.092150000000000024 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.017207490880438037 0.016287330280626525 -0.021707330752160171 0.0023905442174241478 -0.020624671460171343 0.023044964806628817 0.021643578812879035 -0.021368889428155881 -0.034834644132468444
leaf_weight=0.0014277832575567582 0.0010197792288174955 0.0018841379335630438 0.0010600455143521311 0.0010409096731059516 0.001494768564273637 0.0018506516345834808 0.0010629498653748348 0.0010105414225304913
leaf_count=755 334 968 329 488 299 234 78 425
internal_value=0 -0.00172452 -0.00459892 -0.000312323 0.00295106 -0.00307514 0.00595163 -0.0157771
internal_weight=0 0.0108318 0.009404 0.00751987 0.00647896 0.00498419 0.0029136 0.00207059
internal_count=3910 3576 2821 1853 1365 1066 312 754
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=12
num_cat=0
split_feature=484 474 0 1 48 47 48 16 16 52 52
split_gain=0.000160319 6.29484e-05 6.83786e-05 0.000122042 9.2118e-05 8.92622e-05 0.000112825 8.35522e-05 6.15731e-05 8.4054e-05 5.5612e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.084304999999999977 0.083065000000000014 0.078735000000000013 0.09252500000000001 0.086285000000000014 -0.094359999999999986 -0.083564999999999987 -0.07984999999999999 0.10218500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 7 -5 -4 -10 -11
right_child=1 -3 4 5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00076815351682326175 -0.00072103317979932532 0.00048902363925545759 0.00043644840441796866 0.00080377056191906714 0.00069729882594240611 -0.00043109544724322124 -0.00026478165304802984 2.7828163977242119e-05 0.00031824071927305709 -0.00057460262764767191 3.9754858780741092e-05
leaf_weight=0.0010044224489211802 0.0011360292596491479 0.0011211816997278587 0.001155213946546157 0.0011393095676271846 0.001000957845581742 0.0013917197599484111 0.0014712024541412121 0.001003427308456299 0.001283144439449756 0.0013046909310640066 0.001001185268615454
leaf_count=612 755 318 292 214 224 134 141 128 326 497 269
internal_value=0 4.48918e-05 3.00085e-06 -0.000140834 0.000156762 -9.15852e-06 0.000153328 0.000440403 4.27178e-05 -8.4014e-05 -0.000307856
internal_weight=0 0.0130081 0.0118869 0.00614169 0.00574519 0.00500566 0.00361394 0.00214274 0.00474423 0.00358902 0.00230588
internal_count=3910 3298 2980 1372 1608 617 483 342 1384 1092 766
is_linear=0
shrinkage=0.00196078


Tree=4492
num_leaves=10
num_cat=0
split_feature=11 3 1 13 47 52 15 15 0
split_gain=2.57998e-05 3.457e-05 3.95013e-05 6.80466e-05 5.95678e-05 0.000105945 6.62042e-05 5.52617e-05 5.75039e-05
threshold=0.077330000000000024 -0.12008499999999998 0.088010000000000019 -0.084084999999999979 0.09252500000000001 -0.074484999999999982 -0.085499999999999979 -1.0000000180025095e-35 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -7 -3 -9
right_child=-2 2 3 4 -6 6 -8 8 -10
leaf_value=0.018772689802320316 -0.014611476525031955 -0.027094998733662851 0.026165807179241607 -0.018017461664298368 -0.015929940755680719 0.03842640486320964 0.0028265886002639146 0.018036432177898111 -0.01274200047193505
leaf_weight=0.0010285008526323821 0.0011197452443321891 0.0011294419262948777 0.0011658291113572743 0.0010852597100441228 0.0016854189756025234 0.0010371098875613105 0.0010525411507922426 0.001007990544086926 0.0015259848171572717
leaf_count=168 279 1021 346 238 223 145 387 491 612
internal_value=0 0.00134092 -0.000509378 0.00446887 -0.000735494 0.00733056 0.0204951 -0.00869837 -0.000498642
internal_weight=0 0.0107181 0.00968958 0.00602616 0.00486033 0.00317491 0.00208965 0.00366342 0.00253398
internal_count=3910 3631 3463 1339 993 770 532 2124 1103
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=10
num_cat=0
split_feature=123 1 457 52 1 13 49 3 0
split_gain=2.49479e-05 4.61549e-05 6.52949e-05 6.86351e-05 5.48772e-05 4.48254e-05 5.31064e-05 5.44138e-05 0.000102998
threshold=1.0000000180025095e-35 0.12864500000000004 0.088055000000000008 0.11401500000000002 0.10915500000000002 0.0024700000000000004 -0.0057999999999999987 0.086245000000000016 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.014373713244475693 0.014841474295224351 0.015531943830855217 0.020005178708131951 -0.031498582924196418 -0.02127716452630548 -0.017714819777221939 -0.019996617584030613 0.028358750895242087 0.020177107475695722
leaf_weight=0.0011240327188128648 0.0010145557765325964 0.0013776790234531688 0.0010061210408076173 0.0010030888213791193 0.0014216499901947618 0.0010931670550807021 0.0011487315912556886 0.0011642196974915864 0.0014358945616072321
leaf_count=308 334 233 168 541 212 458 767 91 798
internal_value=0 -0.0015614 -0.00406745 -0.00695395 -0.00362132 0.000585897 0.00469143 0.0104078 0.00232198
internal_weight=0 0.0107746 0.00939691 0.00839078 0.0073877 0.00596605 0.00487288 0.00374885 0.00258463
internal_count=3910 3576 3343 3175 2634 2422 1964 1656 1565
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=8
num_cat=0
split_feature=123 133 160 133 42 15 48
split_gain=2.02608e-05 4.52007e-05 6.09445e-05 4.50061e-05 6.79163e-05 5.36523e-05 9.9166e-05
threshold=1.0000000180025095e-35 -0.036599999999999987 -1.0000000180025095e-35 0.093845000000000026 0.088115000000000013 -0.0039399999999999991 0.087035000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.01520918996930784 0.013386921176807133 -0.020118544446927868 0.024288605876132945 -0.019305860726518416 0.02199839608362926 -0.016232035339054932 -0.011300652283830721
leaf_weight=0.0014196368614358126 0.0010124326767664239 0.0018637692359566643 0.0014793235462852179 0.0010296194769209019 0.0014808848093175817 0.0017913564250044869 0.0016631662610160189
leaf_count=755 334 968 339 488 299 542 185
internal_value=0 -0.00141194 -0.00394692 0.000101806 0.0032169 -0.00242033 0.00545295
internal_weight=0 0.0107278 0.00930812 0.00744435 0.00641473 0.00493385 0.00314249
internal_count=3910 3576 2821 1853 1365 1066 524
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=11
num_cat=0
split_feature=484 474 2 12 0 2 52 48 2 2
split_gain=0.000198123 6.88105e-05 7.13654e-05 0.00010415 0.000111589 8.48788e-05 6.73754e-05 6.3122e-05 5.2409e-05 5.13812e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086650000000000019 0.097345000000000015 -0.084304999999999977 0.090815000000000021 -0.081429999999999989 0.10417000000000001 0.10571000000000001 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 8 -8 -10
right_child=1 -3 5 -5 -6 6 7 -9 9 -11
leaf_value=-0.00083604667874714173 -0.00072232681026214635 0.00053153356035671106 0.00066308677774448482 0.00030422330929873143 3.7733352902596603e-06 0.00044255166870709627 8.5217141127039682e-05 0.00032158907954767785 -0.0006830401428664345 -6.7352103414686728e-05
leaf_weight=0.0010207227276414843 0.0016360662075917162 0.0010950139397717671 0.0010166282291440842 0.0012523131762934756 0.0016190128283199833 0.001339858255247287 0.0015829841730783615 0.0012815545470908369 0.0010869159071757231 0.0010011138024558213
leaf_count=612 563 318 430 165 541 374 409 127 110 261
internal_value=0 6.13114e-05 1.77366e-05 -0.000176307 -0.000361179 0.0001374 5.24684e-05 -5.3064e-05 -0.000183856 -0.000387846
internal_weight=0 0.0129115 0.0118164 0.00450739 0.00325508 0.00730905 0.00629243 0.00495257 0.00367101 0.00208803
internal_count=3910 3298 2980 1269 1104 1711 1281 907 780 371
is_linear=0
shrinkage=0.00196078


Tree=4496
num_leaves=10
num_cat=0
split_feature=158 50 124 13 48 1 3 2 3
split_gain=2.47912e-05 3.77663e-05 5.48338e-05 0.000105665 9.45303e-05 8.16121e-05 6.94954e-05 0.000169217 7.1878e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.018779999999999995 -0.23438999999999996 0.10911000000000001 0.11198000000000001 -0.115685 0.096750000000000017 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.018613370504963086 -0.015175818194792051 -0.016493548766526738 0.035964209396317691 0.021366109458301679 -0.026294093534767162 0.027233396946786559 -0.012974911461722286 -0.041438507566480431 0.018966904291843497
leaf_weight=0.001024778030447618 0.0010009388558635873 0.0010758718382631342 0.0010268127639387285 0.0012008114593143569 0.0010354876523497453 0.0014419258052742068 0.0011822245756721718 0.0010086587256057447 0.0017433820114221674
leaf_count=242 488 655 129 245 139 197 1097 420 298
internal_value=0 0.00127905 0.00325762 0.00585192 0.00179021 0.00621183 0.000308984 -0.00611804 0.00605936
internal_weight=0 0.01074 0.00966408 0.0086393 0.00761249 0.006577 0.00513508 0.00393427 0.00292561
internal_count=3910 3422 2767 2525 2396 2257 2060 1815 1395
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=10
num_cat=0
split_feature=2 40 52 3 484 4 0 4 12
split_gain=2.62014e-05 8.99929e-05 7.7145e-05 5.32881e-05 4.14363e-05 5.85304e-05 5.94184e-05 5.95814e-05 4.64648e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.067395000000000024 0.11476000000000001 0.06242000000000001 -0.08422499999999998 -0.084304999999999977 0.0057500000000000008 0.088590000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 7 -7 -8
right_child=2 4 -4 -5 -6 6 8 -9 -10
leaf_value=-0.030523025470633569 0.012662665417772175 -0.021775601315741504 0.028986259428121559 -0.017465094050478202 0.019622450917329767 -0.025773675775730226 0.030861994674973432 0.0042453509010070304 0.00098322019486560231
leaf_weight=0.0010502627558594017 0.0011259512689012784 0.0012293362049378377 0.001104966793977165 0.0012266757288116928 0.0010073989391651082 0.0010451536802409019 0.0010085215278371053 0.0017996667017260962 0.0010755265659679915
leaf_count=266 390 574 210 167 404 628 222 323 726
internal_value=0 -0.00318577 0.00719066 -0.00304615 0.000821052 -0.0022546 0.00261424 -0.00678329 0.0154423
internal_weight=0 0.00821587 0.00345759 0.00235263 0.0071656 0.0061582 0.00492887 0.00284482 0.00208405
internal_count=3910 3143 767 557 2877 2473 1899 951 948
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=12
num_cat=0
split_feature=484 42 133 151 4 15 150 2 1 3 0
split_gain=9.29961e-05 5.65201e-05 6.78617e-05 0.000105525 0.000127908 0.000127284 0.000103174 9.67356e-05 7.28953e-05 4.64388e-05 3.05637e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.090054999999999982 -0.0088999999999999982 0.27020000000000005 -0.075094999999999981 0.083205000000000015 0.10113500000000002 0.079945000000000016 -0.08095999999999999 0.055865000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4 8 9 -7 -9
right_child=1 2 3 4 -6 7 -8 10 -10 -11 -12
leaf_value=-0.00056159314613736337 -0.00038150945281841209 -0.00040636251183572518 -0.00065979185831573604 -0.00038071700996640382 0.00083681046534942025 0.00041870947379834097 0.00016328365842963554 -0.00028225829328696949 0.00011592222489870706 0.0010048843768053375 0.00018354855588821053
leaf_weight=0.0010818158956603053 0.001129067522447901 0.0010143842413736738 0.0011551457268646193 0.0014797060865943731 0.0011461398925221907 0.0010791765242785531 0.0011874196807480678 0.0011259035335928064 0.0013499597510519537 0.0010021564125055303 0.0010435039860757916
leaf_count=627 254 456 187 378 292 472 282 210 464 176 112
internal_value=0 3.72597e-05 7.8078e-05 0.000124573 0.000229123 0.000130754 -0.000242584 0.000265885 0.000470786 0.000700951 -5.82011e-05
internal_weight=0 0.0127126 0.0115835 0.0105691 0.00822655 0.00708041 0.00234257 0.0056007 0.00343129 0.00208133 0.00216941
internal_count=3910 3283 3029 2573 2104 1812 469 1434 1112 648 322
is_linear=0
shrinkage=0.00196078


Tree=4499
num_leaves=12
num_cat=0
split_feature=158 41 4 0 47 4 47 13 0 3 4
split_gain=0.000108109 8.80349e-05 7.61803e-05 0.000106637 8.44854e-05 0.000110515 0.000123886 8.1669e-05 9.8799e-05 0.000118818 8.44451e-05
threshold=0.085745000000000002 0.075585000000000013 -0.49837999999999999 -0.017269999999999997 0.12339500000000002 0.25367000000000006 0.081320000000000017 -0.09547499999999999 -0.10943499999999999 -0.082139999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 10 -10 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00043213763915861685 -0.00062981863179338809 -0.00052189660739403415 0.00062637213290920213 0.00061526423683670132 -0.00047460387155246847 0.00056552171421066547 -0.00060939226628024877 -6.1789376442287526e-05 0.00012410632441736653 -0.00076574503464501079 0.00068112193534581233
leaf_weight=0.0010105800562071445 0.0010087868049385882 0.0010019631357671829 0.0010095362406797479 0.0015052784715997138 0.0010373065558005193 0.0016979547418670467 0.0010604905113858025 0.0012257951474518259 0.0012879665733946872 0.0010449705602058638 0.0011310081336484146
leaf_count=157 410 192 183 211 92 289 288 139 1002 893 54
internal_value=0 3.64871e-05 8.30682e-05 0.000130399 5.3532e-05 0.000118306 5.97177e-06 0.000120475 1.15736e-05 -0.000274476 0.000294727
internal_weight=0 0.0130129 0.0120109 0.0110003 0.00949503 0.00845772 0.00675977 0.00569928 0.00468974 0.00233294 0.0023568
internal_count=3910 3500 3308 3151 2940 2848 2559 2271 2088 1895 193
is_linear=0
shrinkage=0.00196078


Tree=4500
num_leaves=9
num_cat=0
split_feature=123 42 133 160 43 4 48 2
split_gain=2.5141e-05 3.73095e-05 5.67556e-05 6.70251e-05 3.6681e-05 4.96892e-05 4.88267e-05 8.53379e-05
threshold=1.0000000180025095e-35 0.091955000000000023 -0.036599999999999987 -1.0000000180025095e-35 0.054875000000000007 0.25367000000000006 0.091555000000000011 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=0.021345636641906029 0.014852556000999148 -0.01673453457602761 -0.019463912471400616 -0.00049476265174306809 0.019739156497565406 0.017334571560726254 0.010476568009142446 -0.036654270198651459
leaf_weight=0.0011692955746398928 0.0010239248198430128 0.001405373777682256 0.0017637898047952157 0.0018618234892403035 0.0010407318245852313 0.0011761053757515629 0.0012555818129791688 0.0010049761324308118
leaf_count=630 334 721 793 621 72 185 139 415
internal_value=0 -0.00155112 0.000750182 -0.00222182 0.00257552 -0.000795766 -0.00596831 -0.0131707
internal_weight=0 0.0106777 0.0092723 0.00810301 0.00633922 0.00529849 0.00412238 0.0028668
internal_count=3910 3576 2855 2225 1432 1360 1175 1036
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=9
num_cat=0
split_feature=15 51 15 47 13 12 52 4
split_gain=2.47585e-05 3.46341e-05 5.91774e-05 9.08244e-05 6.88515e-05 4.28097e-05 4.0177e-05 3.47979e-05
threshold=-0.24219999999999997 0.077145000000000005 -0.038029999999999987 0.09252500000000001 -0.032264999999999995 0.051320000000000005 -0.026849999999999995 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -3 -4
right_child=1 6 4 -5 5 -7 -8 -9
leaf_value=0.014823932147666224 0.001422711608629258 -0.0033719892402454023 -0.00046466215495758389 -0.033360395133417653 0.021189728358429184 -0.0022483758137428513 0.024227415613700676 -0.025049523727434721
leaf_weight=0.0010141318649830285 0.0015280948182267461 0.0010938535027344653 0.0013092295227601419 0.0014756170160493969 0.0018485770712944928 0.0013472229319544972 0.0010186115748256875 0.0010276184245765832
leaf_count=317 776 230 408 284 230 663 336 666
internal_value=0 -0.00152798 -0.00436498 -0.015665 0.00176987 0.0113092 0.00993619 -0.0112757
internal_weight=0 0.0106488 0.00853636 0.00300371 0.00553265 0.0031958 0.00211247 0.00233685
internal_count=3910 3593 3027 1060 1967 893 566 1074
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=11
num_cat=0
split_feature=484 474 48 0 160 133 13 0 1 2
split_gain=0.000178532 5.96541e-05 6.27615e-05 9.95969e-05 8.22842e-05 0.000156767 8.42589e-05 5.88123e-05 4.83252e-05 4.17061e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.016865000000000002 -0.08317999999999999 -0.080184999999999992 -0.0056849999999999991 -0.083924999999999986 -0.077944999999999987 0.090475000000000014 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 -2 -6 -7 -8 -9 -4
right_child=1 -3 3 -5 5 6 7 8 -10 -11
leaf_value=-0.00080724115220903411 -0.00061174652453112961 0.00048738098632922125 -0.0002070813142757796 0.00074367130482480288 -0.00069549565700848957 0.00048358001338859606 -0.00030708329593450264 0.00043873754681605795 -0.00013490491209707591 0.00026939506144110114
leaf_weight=0.0010141991978666774 0.0010253915636291239 0.0010845908254676741 0.001455342898877548 0.0010016603821161687 0.0010952829807057331 0.001677950921048969 0.0017697281388424748 0.0012046746296322612 0.001062669250915068 0.0013722191796829062
leaf_count=612 465 318 245 220 691 220 443 228 306 162
internal_value=0 4.75243e-05 6.62695e-06 0.000212367 -9.39161e-05 -1.59491e-05 0.000114286 -3.9206e-05 0.00016988 2.41532e-05
internal_weight=0 0.0127495 0.0116649 0.00382922 0.0078357 0.00681031 0.00571502 0.00403707 0.00226734 0.00282756
internal_count=3910 3298 2980 627 2353 1888 1197 977 534 407
is_linear=0
shrinkage=0.00196078


Tree=4503
num_leaves=9
num_cat=0
split_feature=52 2 2 12 0 0 16 16
split_gain=2.35244e-05 5.89007e-05 6.06951e-05 4.68096e-05 4.88916e-05 4.92174e-05 0.000105321 4.63169e-05
threshold=-0.048794999999999991 0.097940000000000013 0.085005000000000011 0.10214500000000001 -0.077944999999999987 -0.17106499999999999 -0.088144999999999987 0.0072950000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 -6
right_child=3 -3 -4 -5 7 6 -8 -9
leaf_value=0.012203853396898756 0.0083155103963450782 0.021948688260780488 -0.018720928462940954 -0.021637468656981951 0.026880853565374348 0.0012267126034553434 -0.038773274509807963 -0.0024677043034596969
leaf_weight=0.0012778018357745005 0.0015198817719540105 0.0014790542135571559 0.0012609451425428205 0.0011847432146689842 0.0010822576142262784 0.0017232607332749272 0.0010651127612438501 0.0010687536276400953
leaf_count=307 181 496 387 354 386 709 920 170
internal_value=0 0.00608575 -0.00315587 -0.00336546 -1.40466e-05 -0.00616151 -0.0140526 0.0122987
internal_weight=0 0.0040178 0.00253875 0.00764401 0.00645927 0.00430826 0.00278837 0.00215101
internal_count=3910 1190 694 2720 2366 1810 1629 556
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=11
num_cat=0
split_feature=484 42 133 160 151 133 12 4 1 4
split_gain=0.000137087 6.41766e-05 6.85443e-05 6.36844e-05 8.97883e-05 6.93296e-05 0.000112871 0.000187526 0.000128837 2.47655e-05
threshold=-0.0043499999999999988 -0.097204999999999986 -0.090054999999999982 -0.082234999999999989 -0.0088999999999999982 0.099765000000000006 0.091555000000000011 -0.083329999999999987 0.094385000000000011 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -9 -8
right_child=1 2 3 4 5 -7 9 8 -10 -11
leaf_value=-0.00070980017424477769 -0.00039365633620813803 -0.00039660354866580554 -0.00027040608081145009 -0.00019667022209778829 0.0010928100342048341 -0.00018074142452300035 -0.00023936044433668522 -0.00020788379755227643 0.00060460815096261369 0.00019256608911875317
leaf_weight=0.0010046474879318581 0.0011840855436364315 0.0010376105967905497 0.0013346289816218307 0.0018843766130195215 0.0015103918254276011 0.0010750218882509743 0.0010373240233756053 0.0013378055029488075 0.001708759688505422 0.0010046890714302606
leaf_count=612 257 457 530 368 276 409 281 363 255 102
internal_value=0 4.17342e-05 8.49457e-05 0.000130816 0.000186838 0.00028101 0.000356233 0.000527895 0.000247827 -2.68486e-05
internal_weight=0 0.0131147 0.0119306 0.010893 0.00955837 0.00767399 0.00659897 0.00455696 0.00304657 0.00204201
internal_count=3910 3298 3041 2584 2054 1686 1277 894 618 383
is_linear=0
shrinkage=0.00196078


Tree=4505
num_leaves=11
num_cat=0
split_feature=484 474 49 15 124 2 15 1 42 0
split_gain=0.000172084 7.93466e-05 6.45676e-05 8.25996e-05 0.000122787 0.000120779 9.82081e-05 0.000112545 9.6583e-05 8.32956e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.14091999999999996 1.0000000180025095e-35 -0.018779999999999995 0.086650000000000019 -0.095799999999999982 0.077800000000000022 0.060615000000000009 -0.067059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 -7 -8 -5 -6
right_child=1 -3 3 8 5 6 7 -9 -10 -11
leaf_value=-0.00078988887308484496 0.00047986488006434929 0.00057947119099640415 -0.00052274160922113704 -0.00067873458107284594 -0.00045545351959766283 -4.2051037970354055e-05 0.00021623367879697837 0.00098624210311721769 0.00010926840024928297 0.00026212470777290384
leaf_weight=0.0010030879996701042 0.0010206295231271608 0.0010149014241494095 0.0012053906894795635 0.0014410464190361518 0.001626977847467243 0.0016202766011115944 0.0016413000406347638 0.0013140742440057381 0.001022194294139453 0.0010067896844590954
leaf_count=612 118 298 253 623 291 338 398 246 618 115
internal_value=0 5.32017e-05 8.31344e-06 -3.59297e-05 5.65134e-05 0.000153363 0.00034591 0.000558609 -0.00035173 -0.000181151
internal_weight=0 0.0129136 0.0118987 0.010878 0.00841481 0.00720942 0.00457565 0.00295537 0.00246324 0.00263377
internal_count=3910 3298 3000 2882 1641 1388 982 644 1241 406
is_linear=0
shrinkage=0.00196078


Tree=4506
num_leaves=10
num_cat=0
split_feature=42 47 48 43 16 16 48 16 1
split_gain=2.67825e-05 4.82638e-05 8.77933e-05 5.78968e-05 8.61903e-05 8.98655e-05 5.63222e-05 0.000111594 0.000107876
threshold=-0.09602999999999999 0.087850000000000025 0.099800000000000014 -0.15109999999999998 0.15737500000000001 0.0015250000000000001 0.086215000000000014 -0.083564999999999987 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.015745589452676841 0.027360319430867017 -0.029538118487350717 0.0093254164659065802 -0.0017031351437670731 -0.020926595762831124 0.031633769650423617 -0.018564720228642206 -0.017165127460621387 0.040601376155599764
leaf_weight=0.0010020823834218087 0.0010092054843997278 0.0012427767970284291 0.0010920307241333691 0.0012012222567709047 0.0013583715761611784 0.0011853360697982682 0.0011361920717530764 0.0012633136495688898 0.0012098907820334772
leaf_count=303 194 274 188 525 392 348 280 1034 372
internal_value=0 0.00135128 -0.011361 0.00490009 0.00181797 0.0069707 0.000893723 0.00691059 0.0195252
internal_weight=0 0.0106983 0.00233481 0.00836353 0.00735433 0.00599595 0.00481062 0.00367443 0.00241111
internal_count=3910 3607 462 3145 2951 2559 2211 1931 897
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=9
num_cat=0
split_feature=52 52 1 12 0 16 0 16
split_gain=2.21193e-05 4.97885e-05 9.5216e-05 3.53231e-05 3.90422e-05 3.90589e-05 3.82429e-05 7.80151e-05
threshold=-0.048794999999999991 -0.27466499999999994 0.097480000000000011 0.10214500000000001 -0.077944999999999987 0.0072950000000000003 -0.17106499999999999 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -2 -8
right_child=3 2 -4 -5 5 -7 7 -9
leaf_value=-0.012959771584413205 0.0069241947739984008 -0.0011113852035858733 0.035979331613125491 -0.019159209624195442 0.02411561321496436 -0.0029016744249018376 0.00030719677335134458 -0.034216037266224526
leaf_weight=0.001038154791593953 0.0015164051381600088 0.0018905652242924185 0.0010918215439197499 0.0011815720614532094 0.001076372559814299 0.0010641061662456843 0.0017212907810484747 0.0010562304330007436
leaf_count=425 181 460 305 354 386 170 709 920
internal_value=0 0.0059016 0.0124671 -0.00326677 -0.000348387 0.0106844 -0.00584811 -0.0128212
internal_weight=0 0.00402054 0.00298239 0.00761598 0.00643441 0.00214048 0.00429393 0.00277752
internal_count=3910 1190 765 2720 2366 556 1810 1629
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=11
num_cat=0
split_feature=484 133 42 16 0 484 52 133 150 1
split_gain=9.4531e-05 4.45129e-05 8.32237e-05 7.85305e-05 9.9548e-05 9.45035e-05 9.50931e-05 8.56734e-05 0.000156558 7.79627e-05
threshold=-1.0000000180025095e-35 -0.091614999999999988 -0.09602999999999999 -0.19424999999999998 -0.11756999999999999 0.087420000000000012 0.11110500000000002 0.08493500000000001 0.086420000000000011 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 9 -5
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00056721836948401432 -0.00035417389232312647 -0.00045584332699614559 -0.00048193880708308266 0.00084290592193948766 0.00026396719691849241 -0.00032348208564003536 0.00085930333329197405 -0.00029913966914601559 -0.00031060914510183196 0.00023909811876771781
leaf_weight=0.0010639344101034979 0.0010008732292216141 0.0010232390165782592 0.0015467345459528477 0.001686880770467071 0.0012388794230812077 0.0010050731482262017 0.0010615427728538204 0.0010049045594387419 0.0010838119874263656 0.0016038017367459125
leaf_count=627 490 225 206 489 243 277 291 504 139 419
internal_value=0 4.20893e-05 7.73282e-05 0.000130649 -0.000150203 0.000235718 0.000322979 0.000217143 0.000335743 0.000548624
internal_weight=0 0.0122557 0.0112549 0.0102316 0.00278561 0.00744601 0.00644094 0.0053794 0.00437449 0.00329068
internal_count=3910 3283 2793 2568 449 2119 1842 1551 1047 908
is_linear=0
shrinkage=0.00196078


Tree=4509
num_leaves=9
num_cat=0
split_feature=11 52 48 47 15 15 13 15
split_gain=2.19317e-05 3.65161e-05 5.60029e-05 5.9338e-05 5.67245e-05 9.40586e-05 7.80463e-05 4.99706e-05
threshold=0.077330000000000024 0.15091000000000002 0.096835000000000018 0.09252500000000001 -0.097269999999999981 -0.0063699999999999989 -0.076384999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=0.023251609829721392 -0.013504487679079495 -0.01673000135071356 0.0219316592622113 -0.02056453433164512 -0.024650730811812408 0.022582351085934042 0.010432595923702312 -0.016860309452253305
leaf_weight=0.0012142773629634715 0.0011037008776916173 0.0010136752162179718 0.0013712027430492968 0.0011883000655732003 0.0012620298610540853 0.0017704915631929327 0.0012323209014362662 0.0014723093920066461
leaf_count=436 279 465 289 176 804 474 155 832
internal_value=0 0.0013127 0.00323569 8.62048e-05 0.00361631 -0.000539533 0.00626007 -0.00442474
internal_weight=0 0.0105246 0.00951093 0.00813973 0.00695143 0.00573715 0.00447512 0.00270463
internal_count=3910 3631 3166 2877 2701 2265 1461 987
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=11
num_cat=0
split_feature=484 15 42 1 16 4 2 1 3 1
split_gain=0.000103665 3.95141e-05 0.000158914 8.61583e-05 0.000101697 8.99824e-05 7.94146e-05 0.000118179 6.51186e-05 6.12674e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 -0.0025899999999999994 0.089910000000000004 0.11052000000000002 -0.088024999999999978 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 -5 9 -8 -3 -7
right_child=1 2 -4 5 -6 6 7 -9 -10 -11
leaf_value=-0.0005881356995647316 -0.00054120920434013711 -0.0001256490408449789 0.00043960163818938369 0.00062989204072008307 0.00023621966277985161 -0.0004715601233646497 0.00074266767775812135 -8.9953399699994616e-05 -0.00082253508184130999 0.00017343360699953548
leaf_weight=0.001081273909218773 0.001432646413448179 0.0010490487255439968 0.0011577395026620895 0.0016322980915211057 0.0011795296438274444 0.0012103801300027243 0.0013251534751867033 0.0012967537217685771 0.0010136205268449165 0.0010638990461096912
leaf_count=627 576 351 618 458 194 188 107 253 382 156
internal_value=0 4.49866e-05 -0.000141785 0.000110789 -0.000190161 0.000231206 9.82908e-05 0.000330866 -0.000468107 -0.000169835
internal_weight=0 0.0123611 0.00322041 0.00914066 0.00261218 0.00652848 0.00489619 0.00262191 0.00206267 0.00227428
internal_count=3910 3283 1351 1932 770 1162 704 360 733 344
is_linear=0
shrinkage=0.00196078


Tree=4511
num_leaves=11
num_cat=0
split_feature=484 1 0 15 4 151 2 47 15 16
split_gain=0.00015637 4.96096e-05 9.93768e-05 9.57926e-05 0.000106185 7.30887e-05 9.93219e-05 5.66777e-05 5.22081e-05 6.93765e-05
threshold=-0.0043499999999999988 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.00072999999999999985 -0.0088999999999999982 0.089910000000000004 0.11002500000000003 0.041585000000000004 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -7 9 -4
right_child=1 3 8 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00075465356092027321 -0.00065718946303894733 0.00062779890772961971 -0.0004939806342206739 -0.00027690419537276318 -0.00031464315808174212 -0.00038492705974697269 0.00059818160516242423 0.000271665644871222 0.0003950326887069622 0.0002017587146944685
leaf_weight=0.0010053917943284646 0.0010223458738500861 0.0019365992594857582 0.0010542895183297853 0.0017337479019540036 0.0012923868861598174 0.0010169065976276385 0.0015749635653916514 0.0010049720066084081 0.0010841519778720062 0.0011543835682730776
leaf_count=612 783 474 175 498 154 231 246 59 516 162
internal_value=0 4.82555e-05 -0.000123168 0.000134676 0.000239216 8.53008e-05 0.000229005 -5.85686e-05 4.26332e-05 -0.000130346
internal_weight=0 0.0128747 0.00431517 0.00855958 0.00682583 0.00488923 0.00359684 0.00202188 0.00329283 0.00220867
internal_count=3910 3298 1636 1662 1164 690 536 290 853 337
is_linear=0
shrinkage=0.00196078


Tree=4512
num_leaves=8
num_cat=0
split_feature=49 42 457 52 1 3 12
split_gain=2.40728e-05 5.93352e-05 4.72532e-05 4.6297e-05 4.17642e-05 6.53777e-05 2.91578e-05
threshold=-0.045004999999999996 0.091955000000000023 0.084715000000000013 -0.074484999999999982 0.087545000000000026 0.096385000000000012 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0028139773575484046 -0.013822431881035022 -0.022886734392672383 0.024070826729506545 0.0048016148397093256 0.024550321579512781 -0.0036166107499573824 -0.016325571040004636
leaf_weight=0.0016001000825867687 0.0017136226425257025 0.0012410894827240542 0.0011053945603049227 0.001472194621960149 0.0018847657431421572 0.0014642223517782197 0.0011742907463823894
leaf_count=371 685 758 158 609 432 199 698
internal_value=0 -0.00259401 0.00817045 0.000672919 0.00481597 0.0122354 -0.00457288
internal_weight=0 0.00895019 0.00270549 0.0077091 0.00599547 0.00334899 0.00264649
internal_count=3910 3381 529 2623 1938 631 1307
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=9
num_cat=0
split_feature=52 160 15 160 133 48 16 52
split_gain=2.1117e-05 4.30442e-05 6.32981e-05 3.21609e-05 5.77876e-05 4.16526e-05 7.78144e-05 2.74271e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.053579999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091005000000000016 -0.114825 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -8
right_child=3 2 -4 4 5 -7 7 -9
leaf_value=0.023709751727816048 -0.016685229284543017 0.012169529394020858 -0.017209546681414601 -0.021760476605417963 0.025225758027451084 -0.011858811125449766 -0.014778808765202964 0.0075009447897295169
leaf_weight=0.0010043792690128174 0.0014316060028911563 0.0017419140196190132 0.0012666022730930164 0.0010232222184704039 0.0017197161498528762 0.0012236481214472558 0.0010564170904063847 0.0011584180733112772
leaf_count=244 924 518 428 742 317 142 401 194
internal_value=0 0.0057849 -0.000199227 -0.00317951 -5.16107e-05 0.00425474 0.00926606 -0.0031259
internal_weight=0 0.0040129 0.00300852 0.00761303 0.00618142 0.0051582 0.00393455 0.00221484
internal_count=3910 1190 946 2720 1796 1054 912 595
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=11
num_cat=0
split_feature=484 156 15 42 52 12 4 3 1 43
split_gain=0.000181199 6.39082e-05 7.81399e-05 0.00019681 0.000133128 9.43243e-05 0.000181469 7.76147e-05 0.000137279 5.47311e-05
threshold=-0.0043499999999999988 0.090040000000000023 1.0000000180025095e-35 0.08401500000000002 -0.081429999999999989 0.093375000000000014 -0.0010999999999999996 0.11265500000000002 0.094385000000000011 -0.078079999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 -6 8 -8 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00080560488529354986 0.000215064649353854 -0.00042855065517872484 -0.0005552788177874263 0.00045364752607893286 0.0006732755765450028 -0.0003810228684376965 -0.00037699844771279725 -0.00048662667465073359 0.00063988216927632693 0.00080931557120431184
leaf_weight=0.0010310210068806983 0.0010048914479513719 0.001002101837701711 0.0019906380816188049 0.0011863409389325378 0.0017638458612829447 0.0015975079143865697 0.0010214308103405536 0.0012672000454466968 0.0010202308960395893 0.0014639633315009844
leaf_count=612 304 342 694 611 282 254 221 148 213 229
internal_value=0 4.76236e-05 8.63678e-05 -0.000178528 0.000178452 3.44762e-05 0.000165326 -0.000105445 0.000131143 0.000567439
internal_weight=0 0.0133182 0.012316 0.00317698 0.00913907 0.00667022 0.00507271 0.00330886 0.00204166 0.00246885
internal_count=3910 3298 2956 1305 1651 1118 864 582 434 533
is_linear=0
shrinkage=0.00196078


Tree=4515
num_leaves=11
num_cat=0
split_feature=484 474 160 133 151 4 4 133 52 1
split_gain=0.000146294 6.47736e-05 0.000103495 0.000112589 7.13289e-05 0.000111867 0.000102151 7.40514e-05 0.000110449 5.54697e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -0.0088999999999999982 0.25367000000000006 -0.0021099999999999995 0.098810000000000023 0.091210000000000013 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 -8
right_child=1 -3 3 4 5 -7 9 -9 -10 -11
leaf_value=-0.00073588191776579475 -0.00050121438207601302 0.00049319414538616325 -0.00044327565698657872 -0.000212831303937059 0.00018669071885952412 0.00078336668557227264 6.0894569216781752e-05 -0.00012554849668195388 0.00098708379035905938 -0.00051600183279656921
leaf_weight=0.0010023457999864182 0.0014046548597203478 0.0011151956243030539 0.0014546882940972882 0.0017616117112165238 0.0017253921047891362 0.0011680309213981995 0.0016010705333278047 0.0010079862117374477 0.0010763596660591929 0.0010684021565308954
leaf_count=612 556 318 791 322 424 220 211 328 75 53
internal_value=0 4.07548e-05 -3.72588e-07 6.43862e-05 0.000142875 0.000224815 0.000124123 0.000330212 0.000494181 -0.000169996
internal_weight=0 0.0133834 0.0122682 0.0108635 0.00940885 0.00764724 0.00647921 0.00380974 0.00280175 0.00266947
internal_count=3910 3298 2980 2424 1633 1311 1091 827 499 264
is_linear=0
shrinkage=0.00196078


Tree=4516
num_leaves=9
num_cat=0
split_feature=123 16 133 4 2 3 0 15
split_gain=2.21104e-05 4.41096e-05 4.03696e-05 6.89561e-05 7.08968e-05 8.8943e-05 4.63579e-05 7.38877e-05
threshold=1.0000000180025095e-35 0.41476000000000007 -0.036599999999999987 -0.23071499999999998 0.11230000000000001 0.092005000000000017 -0.077944999999999987 -0.097269999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=0.013046192918567108 0.014033809003091835 0.01746785276780365 -0.02677684726582168 0.011071779285683168 -0.019136976429124784 0.030570831653592236 0.015809845387685158 -0.02073420859278792
leaf_weight=0.0012612324748703307 0.0010113147416962133 0.001106252128852128 0.0013566315426903992 0.0011747068812875054 0.0018116736446795552 0.0010038138741903504 0.0010263809006061716 0.0019310355223095001
leaf_count=722 334 274 154 210 343 122 470 1281
internal_value=0 -0.00143709 -0.00362345 -0.00615521 -0.0021285 0.00387114 -0.00261499 -0.00870401
internal_weight=0 0.0106717 0.00956547 0.00830424 0.00694761 0.00513594 0.00413212 0.00310574
internal_count=3910 3576 3302 2580 2426 2083 1961 1491
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=9
num_cat=0
split_feature=42 40 15 159 2 3 43 16
split_gain=1.95762e-05 5.10844e-05 5.36565e-05 6.68087e-05 7.13913e-05 8.30107e-05 5.72012e-05 6.71986e-05
threshold=-0.09602999999999999 -0.018084999999999997 -0.11739999999999999 1.0000000180025095e-35 0.094010000000000024 0.099570000000000006 -0.074254999999999988 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.013417618877078553 0.019815637681501533 -0.017705220957131156 0.030646220167980593 -0.021547808209693611 -0.025861944485718553 0.0095204974289751602 0.020282183101159618 -0.012032187483875542
leaf_weight=0.0010066190779866062 0.0012913402160906534 0.0016603439955864153 0.0013893984327233988 0.0010324124374880908 0.0012351997881185637 0.0014315299902760044 0.0014068346146175353 0.0011860810573769216
leaf_count=303 370 432 593 411 579 152 314 756
internal_value=0 0.00117296 -0.00140406 0.00211943 0.0057943 -0.00686826 0.0142737 0.00550058
internal_weight=0 0.0106331 0.0093418 0.00768146 0.00664904 0.00266673 0.00398231 0.00259292
internal_count=3910 3607 3237 2805 2394 731 1663 1070
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=9
num_cat=0
split_feature=2 40 52 3 3 42 160 4
split_gain=2.15546e-05 9.07045e-05 7.44303e-05 4.23291e-05 3.9344e-05 6.43102e-05 5.76789e-05 5.98455e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.10701500000000001 0.11265500000000002 -0.078884999999999997 0.084100000000000022 1.0000000180025095e-35 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 7 -6
right_child=2 4 -4 -5 6 -7 -8 -9
leaf_value=-0.030585111602819216 0.011219320219044765 0.0042446388935717281 0.028828666302162312 -0.015489425545878467 0.0028318787596183269 -0.025426823429034247 -0.01250313474608985 0.031473595080577371
leaf_weight=0.0010319733847420891 0.0011012764246210022 0.0018564367792811363 0.0010448977950956308 0.0012866265250165299 0.0017702109630163684 0.001204360667126545 0.0010584446242078555 0.0012408919796344027
leaf_count=266 415 1026 173 179 581 917 183 170
internal_value=0 -0.00287562 0.00656883 -0.00317163 0.00113477 -0.00743047 0.00757688 0.0146353
internal_weight=0 0.00816232 0.0034328 0.0023879 0.00713035 0.0030608 0.00406955 0.0030111
internal_count=3910 3143 767 594 2877 1943 934 751
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=10
num_cat=0
split_feature=123 50 160 2 3 4 42 15 0
split_gain=2.03506e-05 3.67176e-05 6.10489e-05 6.44288e-05 8.99944e-05 4.7774e-05 6.52583e-05 9.38162e-05 1.03984e-05
threshold=1.0000000180025095e-35 0.086465000000000014 -0.081299999999999983 0.11835000000000002 0.096385000000000012 -0.10647999999999999 0.091230000000000019 -0.097269999999999981 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -6
right_child=-2 -3 3 -5 8 6 -8 -9 -10
leaf_value=0.02101531963735025 0.013555765563364998 -0.018178513269932466 -0.025375411448200949 -0.025976014541298748 0.011642963631761922 0.012898874384792239 0.020131219993280016 -0.023215583899374531 0.026033298403723731
leaf_weight=0.0012785857688357239 0.0010009284279363382 0.0011563821030511493 0.0010341312070295157 0.0010214061796558057 0.0010083969019276384 0.001196574803628085 0.0010523451875764289 0.0018034152663910818 0.0010001906869845471
leaf_count=535 334 679 196 283 75 261 398 1048 101
internal_value=0 -0.00136416 0.000705418 -0.002494 0.000886478 -0.00619082 -0.00129503 -0.00881099 0.0188087
internal_weight=0 0.0105514 0.00939505 0.00811646 0.00709505 0.00508647 0.00405234 0.00299999 0.00200859
internal_count=3910 3576 2897 2362 2079 1903 1707 1309 176
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=8
num_cat=0
split_feature=49 42 2 52 1 3 0
split_gain=2.20883e-05 5.97477e-05 4.55428e-05 3.843e-05 3.68052e-05 4.74415e-05 3.08255e-05
threshold=-0.045004999999999996 0.091955000000000023 0.10251500000000001 -0.074484999999999982 0.087545000000000026 0.096385000000000012 -0.055084999999999988
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0024459341384465566 -0.012478950500277629 -0.023068333441319158 0.024372044048852504 -0.014824156370671358 0.02217883460406414 -0.0019356402552819366 0.0069110391456086682
leaf_weight=0.0016413352461933574 0.0016928162439270476 0.0012150997224980109 0.0010310108164099661 0.0013438589733767946 0.0018602408876354374 0.0014531238356967693 0.0012683395909503412
leaf_count=328 685 758 201 1227 432 199 80
internal_value=0 -0.00247532 0.00790064 0.000809181 0.00460534 0.0116031 -0.00427074
internal_weight=0 0.00883348 0.00267235 0.00761838 0.00592556 0.00331336 0.0026122
internal_count=3910 3381 529 2623 1938 631 1307
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=8
num_cat=0
split_feature=52 2 2 12 2 3 43
split_gain=2.18534e-05 4.32028e-05 5.31534e-05 3.30738e-05 4.69915e-05 4.8429e-05 4.96968e-05
threshold=-0.048794999999999991 0.097940000000000013 0.085005000000000011 0.10214500000000001 0.083585000000000007 0.090325000000000003 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=0.01247446827478221 -0.014104302963882601 0.019654533010989253 -0.016599814035565385 -0.018762520515577787 0.0013836154440261662 -0.0074031809605738311 0.02870524760822396
leaf_weight=0.0012636621654752184 0.0017938989169951711 0.0014553686958654524 0.0012515996534180616 0.0011594051266686214 0.0014922753188603387 0.0018609116692933358 0.0012020206210901704
leaf_count=307 710 496 387 354 1054 229 373
internal_value=0 0.00594157 -0.00199296 -0.00323136 -0.000395225 0.00500359 0.0135728
internal_weight=0 0.00397063 0.00251526 0.00750851 0.00634911 0.00455521 0.0026943
internal_count=3910 1190 694 2720 2366 1656 1427
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=8
num_cat=0
split_feature=49 42 457 52 2 13 15
split_gain=1.92453e-05 5.03438e-05 3.93625e-05 3.66852e-05 3.74187e-05 6.70567e-05 6.43082e-05
threshold=-0.045004999999999996 0.091955000000000023 0.084715000000000013 -0.074484999999999982 0.11043500000000002 -0.0038299999999999996 -0.03231499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.0026690864505152798 -0.01227801499287842 -0.021274111597002803 0.022096444768154151 -0.013909280267985092 0.017727950539215727 0.029335172970134205 -0.0038715303097603265
leaf_weight=0.0015783065323694201 0.0016895947745186948 0.0012072095091538969 0.0010815798421046074 0.0019794107544244665 0.0015581051317390899 0.0010594980847261773 0.0012972795272345843
leaf_count=371 685 758 158 1155 265 168 350
internal_value=0 -0.00230679 0.00740123 0.00071244 0.00443614 -0.000339947 0.0110567
internal_weight=0 0.0087911 0.00265989 0.00758389 0.00589429 0.00433619 0.00235678
internal_count=3910 3381 529 2623 1938 1673 518
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=11
num_cat=0
split_feature=484 474 160 50 42 0 47 4 2 2
split_gain=0.000167282 8.85312e-05 8.39222e-05 0.000132662 0.000115505 7.76638e-05 0.000132222 8.16004e-05 0.000124272 7.85362e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.087830000000000019 -1.0000000180025095e-35 -0.06402999999999999 0.09252500000000001 0.0057500000000000008 0.096970000000000015 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9 -7
right_child=1 -3 3 -5 5 9 -8 8 -10 -11
leaf_value=-0.00078461595813899393 -0.00045961886023684201 0.00057054185203480364 -0.0004761058305146571 0.00073105074321334093 -0.0002032631095261967 0.00073895286564314979 -0.00062307822337200145 0.00083389203537134597 -4.2006926496534377e-05 3.3680842939327967e-05
leaf_weight=0.0010093912301393998 0.001384506881853838 0.0011215069064942291 0.0017303663697048896 0.0010062914181896117 0.0018207063640056642 0.0011763078647638748 0.0011948858799420668 0.0011067947313847316 0.0014240272518883563 0.0012543502998699054
leaf_count=612 556 318 735 302 570 159 132 119 186 221
internal_value=0 4.35225e-05 -5.33225e-06 5.3374e-05 -1.68752e-05 8.27399e-05 -4.53377e-05 0.000113304 0.000341047 0.000374995
internal_weight=0 0.0132197 0.0120982 0.0107137 0.00970744 0.00797707 0.00554641 0.00435153 0.00253082 0.00243066
internal_count=3910 3298 2980 2424 2122 1387 1007 875 305 380
is_linear=0
shrinkage=0.00196078


Tree=4524
num_leaves=11
num_cat=0
split_feature=484 3 42 4 47 1 0 43 16 13
split_gain=9.40349e-05 4.31069e-05 3.71505e-05 6.84462e-05 7.86298e-05 0.000100219 0.000121852 0.000122119 4.61545e-05 3.31771e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.09602999999999999 -0.083329999999999987 0.087850000000000025 0.11235500000000002 -0.23029999999999998 -0.073139999999999983 -0.064504999999999993 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 6 -5 -8 -4 -6
right_child=1 2 3 4 9 -7 7 -9 -10 -11
leaf_value=-0.00056410531097078652 0.00041518116247106436 -0.00035825400012666145 0.0006150379111985163 0.00051410417213822624 -0.00013926678891423584 0.00060861778518395181 0.00022755683858507558 -0.00055613202731463339 0.00010027359027265297 -0.0006331995921677689
leaf_weight=0.0010870453818710877 0.0010617218111693633 0.0010031519083886645 0.0010797469887278872 0.0010436958584234554 0.0010543127040979802 0.0010457544492891262 0.0012380249441405313 0.0019985164552187712 0.0017632217926152908 0.0010371580193475601
leaf_count=627 225 243 285 77 173 352 582 998 220 128
internal_value=0 3.74895e-05 1.88778e-06 3.70985e-05 -6.20487e-05 6.44603e-05 -6.84891e-05 -0.000256359 0.000295779 -0.000384208
internal_weight=0 0.0123253 0.0112636 0.0102604 0.00741746 0.00532599 0.00428024 0.00323654 0.00284297 0.00209147
internal_count=3910 3283 3058 2815 2310 2009 1657 1580 505 301
is_linear=0
shrinkage=0.00196078


Tree=4525
num_leaves=12
num_cat=0
split_feature=484 457 42 160 160 150 43 2 3 1 3
split_gain=0.000162758 8.16811e-05 8.37959e-05 0.000131533 8.29873e-05 0.00011038 7.61555e-05 9.27086e-05 0.000167289 5.70318e-05 4.61169e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -1.0000000180025095e-35 -0.082234999999999989 0.090735000000000024 0.082085000000000019 0.098320000000000005 0.11165000000000001 -0.078884999999999997 0.095575000000000007 -0.087544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 -4 5 6 7 8 -5 -10 -3
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0007636626259707593 -0.00049077428871818947 6.5529069791588702e-05 -0.00046284987945461405 -2.3574732003676845e-05 -0.00023287463145055883 0.00087187218682119403 -0.00026640719490331172 -0.00012610979574071294 0.0005183801327644478 0.0011284536704634913 -0.00049686694578077184
leaf_weight=0.0010325218000901025 0.0010105947101113127 0.0010000144447497705 0.0011266154624798028 0.0015942174718127679 0.0011871413919526891 0.0011938022691702754 0.0010285440950459253 0.0013565094672339439 0.0012869280927203183 0.001086518876997234 0.0012756869045466484
leaf_count=612 197 471 468 502 147 254 108 260 218 160 513
internal_value=0 4.48165e-05 8.94166e-05 0.00016769 0.000249028 0.000324836 0.000222037 0.000316397 0.000467686 0.00079766 -0.000249733
internal_weight=0 0.0131466 0.012136 0.00986028 0.00873366 0.00754652 0.00635272 0.00532417 0.00396766 0.00237345 0.0022757
internal_count=3910 3298 3101 2117 1649 1502 1248 1140 880 378 984
is_linear=0
shrinkage=0.00196078


Tree=4526
num_leaves=11
num_cat=0
split_feature=484 42 160 151 42 0 16 3 1 12
split_gain=0.00010105 4.81371e-05 7.06925e-05 6.1522e-05 7.10337e-05 6.86977e-05 0.000125612 6.38935e-05 0.000141405 3.92176e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.0088999999999999982 0.091955000000000023 -0.077944999999999987 0.18936500000000003 0.12046500000000002 0.095575000000000007 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 -4 5 7 -7 8 -5 -2
right_child=1 2 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00058449894668493923 4.4069041024435355e-05 -0.00033728821883451029 -0.00017850548753666471 -1.5827572667064891e-05 -0.00018384999401607134 0.0010657646260195206 0.00013195857272936301 -0.00026197596922138209 0.00088656904551853949 -0.00047471850434896863
leaf_weight=0.0010877479025276767 0.0010912479639452735 0.0012788373452211144 0.001725018815094786 0.0018350096359152799 0.0012980013543274251 0.0011029231452062589 0.0011124385670973555 0.0010032928884730029 0.0010494306564194054 0.0011512540268777283
leaf_count=627 161 537 353 380 518 155 168 93 92 826
internal_value=0 3.83027e-05 9.44611e-05 0.000154962 0.000232685 0.000321273 0.000596856 0.000164237 0.000312487 -0.000222266
internal_weight=0 0.0126475 0.010405 0.00912612 0.0074011 0.00610309 0.00221536 0.00388773 0.00288444 0.0022425
internal_count=3910 3283 2296 1759 1406 888 323 565 472 987
is_linear=0
shrinkage=0.00196078


Tree=4527
num_leaves=9
num_cat=0
split_feature=0 4 0 42 1 2 0 52
split_gain=2.17941e-05 4.64917e-05 3.59097e-05 4.69756e-05 5.65953e-05 6.82523e-05 0.000121436 5.3473e-05
threshold=-1.0000000180025095e-35 -0.48072499999999996 -0.053834999999999994 0.091230000000000019 1.0000000180025095e-35 1.0000000180025095e-35 -0.14867499999999997 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.021657854584892822 -0.0062245128310181594 0.023058341945744312 -0.019940731952522054 0.017071733293456019 -0.016666464776563108 -0.021013888634390125 0.034753686811400321 0.0070803735503498638
leaf_weight=0.0013557715022084593 0.0010467940236167563 0.0011247494646332628 0.0010146719560503283 0.0013490497110032005 0.0015700410653671755 0.0010629927766269047 0.0011914421815036012 0.0018680830860487736
leaf_count=1461 187 207 256 734 514 83 228 240
internal_value=0 0.00894252 -0.00217133 -2.42214e-05 -0.00329639 0.00107668 0.00783408 -0.00310838
internal_weight=0 0.00217154 0.00941205 0.00839738 0.00704833 0.00569256 0.00412252 0.00293108
internal_count=3910 394 3516 3260 2526 1065 551 323
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=8
num_cat=0
split_feature=52 52 0 160 133 13 0
split_gain=2.16463e-05 4.26334e-05 7.17706e-05 3.92565e-05 4.95603e-05 4.30427e-05 3.1807e-05
threshold=-0.048794999999999991 -0.27466499999999994 -0.15007499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083924999999999986 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7
right_child=3 2 -4 4 5 6 -8
leaf_value=-0.01164829524777717 -0.018126244173525718 -0.0078337184785302726 0.02426801402790375 -0.019880592661802605 0.016512767804136574 -0.010914508514673436 0.0090905399512386294
leaf_weight=0.0010275152499155775 0.0014319940973899744 0.0011269998468595587 0.0018230149254670424 0.0010185049255320763 0.001839982891662447 0.0019131662173245191 0.0013595729906334788
leaf_count=425 924 79 686 742 266 432 356
internal_value=0 0.005894 0.0120041 -0.00321873 0.000263033 0.00427584 -0.00260394
internal_weight=0 0.00397753 0.00295001 0.00756322 0.00613123 0.00511272 0.00327274
internal_count=3910 1190 765 2720 1796 1054 788
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=9
num_cat=0
split_feature=48 124 50 3 3 0 15 52
split_gain=2.21651e-05 4.61121e-05 6.29138e-05 7.43939e-05 6.75628e-05 7.20993e-05 5.46143e-05 3.23208e-05
threshold=0.11930500000000001 -0.018779999999999995 0.082310000000000008 0.096385000000000012 -0.12008499999999998 -0.082994999999999985 -0.017214999999999998 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -5 -6
right_child=-2 2 -4 6 5 -7 -8 -9
leaf_value=-0.017451473444503318 -0.014099168413409274 0.018009985290027775 -0.019813892273312299 0.0074203951502275559 -0.011177303786240005 -0.024034028263850829 0.03803639667651551 0.011028314783828055
leaf_weight=0.0011653683470025057 0.0010257967527086626 0.0016208689410679164 0.001018149003312205 0.0012561075216945047 0.0010085910173346492 0.0014584395960760685 0.001086743082578185 0.0018722104038443024
leaf_count=306 161 334 673 182 380 1026 113 735
internal_value=0 0.00130257 0.00364729 0.00652421 0.000589527 -0.00591767 0.0216218 0.00325395
internal_weight=0 0.0104865 0.00932111 0.00830296 0.00596011 0.00433924 0.00234285 0.0028808
internal_count=3910 3749 3443 2770 2475 2141 295 1115
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=9
num_cat=0
split_feature=43 48 4 13 0 4 4 43
split_gain=1.97012e-05 4.65387e-05 3.43192e-05 5.596e-05 0.000107931 5.63749e-05 2.83873e-05 3.26455e-05
threshold=-0.053009999999999995 0.086125000000000021 -0.34687499999999999 -0.0041499999999999983 -0.10462499999999998 0.050655000000000006 0.08734500000000002 -0.11652999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 7 -1
right_child=2 -3 3 4 -6 -7 -8 -9
leaf_value=0.0049896484709126103 -0.018244640746671752 0.02409452189191234 -0.013894887600914139 0.0087624847113025005 0.032731403092199629 -0.019206974045938078 0.011914474175878697 -0.020504096872792258
leaf_weight=0.0010061243142325607 0.0012551037769032132 0.0010108914118524023 0.0019718273168686812 0.0016384698119309427 0.0011402539136797646 0.0012864527930929182 0.0011590470623109861 0.0010030472094572011
leaf_count=288 224 315 1305 139 322 122 252 943
internal_value=0 0.00541264 -0.00319893 -7.08973e-05 0.00663447 -0.00353917 -0.000548237 -0.0077377
internal_weight=0 0.00417911 0.00729211 0.006037 0.00406518 0.00292492 0.00316822 0.00200917
internal_count=3910 1798 2112 1888 583 261 1483 1231
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=9
num_cat=0
split_feature=11 16 2 4 0 2 2 0
split_gain=2.27504e-05 4.11627e-05 4.57882e-05 9.89804e-05 5.72902e-05 5.22931e-05 6.95903e-05 6.98437e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.13506999999999997 0.089910000000000004 0.084235000000000018 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -5
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=-0.015274124262984683 -0.013868022337375972 -0.028603655630192504 -0.0021117111769016861 0.026012049207035506 0.028560672618651479 0.021741229778052536 -0.023044329800607208 -0.0049607959237209284
leaf_weight=0.0012972672750261394 0.0010797081725035578 0.0010587440825280247 0.0010702096013535571 0.0011696535681300965 0.0014129077224224029 0.0013669331805860711 0.0010511265465948856 0.0019283950165582668
leaf_count=394 279 141 105 75 476 642 882 916
internal_value=0 0.00138578 0.00377178 -0.00059757 0.015341 0.00477783 -0.000810714 0.00673286
internal_weight=0 0.0103552 0.00905797 0.00657485 0.00248312 0.00551611 0.00414918 0.00309805
internal_count=3910 3631 3237 2656 581 2515 1873 991
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=10
num_cat=0
split_feature=484 42 43 3 42 16 42 16 3
split_gain=9.21527e-05 4.65715e-05 8.58222e-05 0.000110132 8.94654e-05 9.4526e-05 8.10655e-05 7.96116e-05 4.85022e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.078965000000000021 -0.19424999999999998 0.088915000000000008 -0.072359999999999994 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 -3 -7 -9
right_child=1 2 4 -5 -6 7 -8 8 -10
leaf_value=-0.00055753211252689916 -0.0003452412368588892 0.00037704885794772664 -0.0003481279242374664 0.00080756491120632153 -0.0005415826123254631 0.0005219275078456382 -0.00034169940674999441 0.00022642851495757266 -0.00024362423309691878
leaf_weight=0.0010896265195768822 0.0011224177698956938 0.0014869591027351873 0.0017550799238732866 0.0012020027839669259 0.0011723101231505906 0.0017265512246173466 0.0010152259874034494 0.0017881127538132975 0.0015984031408826649
leaf_count=627 254 527 252 333 772 433 200 428 84
internal_value=0 3.6345e-05 7.28127e-05 0.00031976 -4.09542e-05 4.4497e-05 8.5427e-05 0.000179267 4.56811e-06
internal_weight=0 0.0128671 0.0117446 0.00370419 0.00804046 0.00686815 0.00250219 0.00511307 0.00338652
internal_count=3910 3283 3029 1060 1969 1197 727 945 512
is_linear=0
shrinkage=0.00196078


Tree=4533
num_leaves=9
num_cat=0
split_feature=48 4 42 13 0 13 49 2
split_gain=1.92112e-05 5.16836e-05 4.87147e-05 4.52117e-05 8.87648e-05 7.92519e-05 4.19601e-05 3.88241e-05
threshold=0.11930500000000001 0.28937500000000005 0.091955000000000023 -0.13934999999999997 -0.017269999999999997 0.0024700000000000004 -0.065249999999999989 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.013768129375906497 -0.013158054153306536 0.020139978551196647 -0.020152140996157999 -0.011445676555865654 0.030416677064007053 -0.024426173223689028 0.0031893153189897373 0.02632188147788523
leaf_weight=0.0015684302710819624 0.0010194547318750124 0.0012687013330386155 0.0012028864658962706 0.0010388971277193373 0.0011439843387331863 0.0010827863242111255 0.0019566597522036704 0.0011530951862098139
leaf_count=173 161 388 664 225 242 449 1095 513
internal_value=0 0.00122564 -0.00139788 0.00144196 0.00518382 -0.000333975 0.00595402 0.0117669
internal_weight=0 0.0104154 0.00914674 0.00794385 0.00637542 0.00523144 0.00414865 0.00310975
internal_count=3910 3749 3361 2697 2524 2282 1833 1608
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=8
num_cat=0
split_feature=11 52 4 0 1 47 2
split_gain=2.08675e-05 3.55597e-05 6.0745e-05 5.06896e-05 4.73285e-05 4.44517e-05 6.52786e-05
threshold=0.077330000000000024 0.15091000000000002 -0.083329999999999987 -0.050704999999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.089785000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=0.033422384415475501 -0.013321787229424143 -0.016582355537555105 -0.018263708568287029 0.0055232987512481924 -0.0067479312715082937 -0.0094493746424117644 0.022443257201244692
leaf_weight=0.0010104211852147204 0.0010731334576422518 0.0010008503756456745 0.0014148434105614753 0.0018319926127521157 0.0013500402699723523 0.0019433028908216084 0.0017710147720177807
leaf_count=447 279 465 1314 207 522 281 395
internal_value=0 0.00132981 0.00325302 0.0154409 -0.00209376 0.00242368 0.00981635
internal_weight=0 0.0103225 0.00932162 0.00284241 0.0064792 0.00506436 0.00312106
internal_count=3910 3631 3166 654 2512 1198 917
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=9
num_cat=0
split_feature=43 42 3 52 457 3 12 2
split_gain=2.12837e-05 4.33018e-05 7.71726e-05 3.24072e-05 6.00538e-05 5.15791e-05 0.000116941 8.85356e-05
threshold=-0.053009999999999995 -1.0000000180025095e-35 -0.078669999999999976 -0.087604999999999988 0.041935000000000007 0.090325000000000003 0.080120000000000011 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -7
right_child=3 2 -4 4 -6 7 -8 -9
leaf_value=-0.0093616453921265986 -0.0194136846761815 -0.0015852446096093799 0.031809135140808777 0.029788155594235755 0.021072384814383865 -0.035418920598151937 -0.013702787117715496 0.0018358972184540591
leaf_weight=0.0013096740119277164 0.0010664424255957339 0.0016257519086372784 0.0012048884260172715 0.0010904793787171415 0.0010642495342304747 0.0011636607710306893 0.0014277221052439314 0.0014118614601245586
leaf_count=495 375 743 560 177 142 110 1144 164
internal_value=0 0.00567313 0.0126294 -0.00331948 -0.00053227 -0.00504621 0.00513049 -0.0149964
internal_weight=0 0.00414031 0.00283064 0.00722442 0.00615797 0.00509372 0.0025182 0.00257552
internal_count=3910 1798 1303 2112 1737 1595 1321 274
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=11
num_cat=0
split_feature=484 4 0 1 12 2 3 16 0 12
split_gain=8.45451e-05 6.12792e-05 0.000126093 8.24846e-05 6.33222e-05 0.000127391 0.00012484 0.000110594 6.28194e-05 3.68187e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.10106500000000002 1.0000000180025095e-35 0.090325000000000003 -0.10486499999999999 -0.083674999999999986 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 9 -7 -8 -3 -5
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00054377807152475451 -0.0004224845465024378 -0.00065534967220455705 0.00069905731931348364 -9.4120666849579232e-05 0.00053740233532648932 0.00062723041360066511 -0.00052917197497573268 0.00028063079445943674 -1.275249788501687e-05 -0.00059274259459104312
leaf_weight=0.0010528132484897102 0.0010319539989014992 0.0011029473114574082 0.001126925396344681 0.0011318770283037247 0.0011134531329194284 0.0017831450503485767 0.0010753295649472703 0.0016330644720604359 0.0012452448149171986 0.0011456363779529088
leaf_count=627 151 793 152 177 183 330 135 154 737 471
internal_value=0 3.4995e-05 7.65616e-05 7.99285e-06 0.000104087 3.28105e-05 0.000224354 -4.08899e-05 -0.000314581 -0.000344938
internal_weight=0 0.0123896 0.0113576 0.0102307 0.00788251 0.00676905 0.00449154 0.00270839 0.00234819 0.00227751
internal_count=3910 3283 3132 2980 1450 1267 619 289 1530 648
is_linear=0
shrinkage=0.00196078


Tree=4537
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 43 12 3
split_gain=1.78737e-05 4.62502e-05 5.07066e-05 7.15676e-05 6.21518e-05 5.02448e-05 6.42063e-05 4.65283e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085285000000000014 -0.074254999999999988 0.083325000000000024 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.020582656808525689 -0.012734256083920479 0.019122406249469884 -0.0034657804616114 0.021229220668242604 -0.02577639600962376 0.00555651869640325 -0.023984901825837505 0.024587286005898251
leaf_weight=0.0011856890187464273 0.001011461041502292 0.0012631524520801988 0.0010687332230363226 0.0015031198587559524 0.0010105596878333019 0.0016782822366082531 0.0013100021376790043 0.0013232710435915175
leaf_count=275 161 388 385 130 227 266 1419 659
internal_value=0 0.00119389 -0.00130031 0.00159593 -0.00302179 0.00125212 -0.00739383 0.0120533
internal_weight=0 0.0103428 0.00907966 0.00789397 0.00639085 0.00538029 0.00298828 0.002392
internal_count=3910 3749 3361 3086 2956 2729 1685 1044
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=10
num_cat=0
split_feature=150 151 151 52 13 0 43 13 0
split_gain=1.93324e-05 5.76244e-05 5.17073e-05 4.40986e-05 6.56764e-05 7.23461e-05 4.63548e-05 6.23179e-05 1.2578e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 -0.056409999999999995 0.11401500000000002 -0.090744999999999978 -0.084304999999999977 -0.070369999999999988 -0.003375 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 7 -6 -8
right_child=2 3 -4 -5 6 -7 8 -9 -10
leaf_value=-0.023130668460727085 0.02497253259220375 0.00088808852317488101 -0.0063344517016891456 -0.016330699712038276 0.023174573743025301 0.038027949143469464 -0.0052809329576520179 -0.0084729816254007946 -0.020316272496965659
leaf_weight=0.001134090341187481 0.0010074550399668586 0.0010865066401329554 0.0011075055913608277 0.0012490517860949384 0.0012122321194898225 0.0010139471896949961 0.0010940726418030315 0.0012783385242501114 0.0011321651255139882
leaf_count=360 318 276 195 561 491 117 147 323 1122
internal_value=0 -0.0020243 0.00857853 0.000943167 0.00410807 0.0188165 -0.00244179 0.00693079 -0.0129272
internal_weight=0 0.0092004 0.00211496 0.00806631 0.00681726 0.00210045 0.00471681 0.00249057 0.00222624
internal_count=3910 3397 513 3037 2476 393 2083 814 1269
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=8
num_cat=0
split_feature=43 12 12 16 0 2 151
split_gain=1.88707e-05 4.422e-05 6.71499e-05 5.12635e-05 0.00011498 5.54776e-05 6.82282e-05
threshold=-0.17307499999999998 0.088590000000000016 0.097345000000000015 0.050115000000000007 -0.084304999999999977 0.089910000000000004 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.0097444672004065192 -0.016457298872715489 -0.028934686864999316 0.0016828234461296388 -0.01565066119887086 0.032970289330831286 -0.011359349481116422 0.021126521939055832
leaf_weight=0.0016789588676143314 0.0015152478919070473 0.0013008536110142566 0.001594128641801091 0.0012388408233623529 0.0012901813790132865 0.0011123482165809979 0.001543759826659402
leaf_count=275 815 989 547 352 502 164 266
internal_value=0 -0.00174734 -0.0120751 0.00271489 0.00688075 -0.00118862 0.0075218
internal_weight=0 0.00959536 0.00289498 0.00670038 0.00546154 0.00417136 0.00265611
internal_count=3910 3635 1536 2099 1747 1245 430
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=11
num_cat=0
split_feature=484 1 0 15 15 4 2 151 1 133
split_gain=0.000157073 7.79304e-05 0.000143793 8.03099e-05 7.65045e-05 0.000131955 0.000112249 0.000156816 0.000135125 6.31231e-05
threshold=-0.0043499999999999988 0.076710000000000014 -0.084074999999999997 0.024640000000000006 1.0000000180025095e-35 -0.00072999999999999985 0.089910000000000004 -0.0088999999999999982 0.11561500000000001 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -3 8 -8 -7 -4
right_child=1 4 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00075544119088605244 -0.00080479987489831908 0.00066893851287677631 0.00012994104338785457 0.00045888228666246154 -0.00021361376548585198 -0.00073488914078863017 -0.00024680814199470701 0.00071113037495267603 0.00022308299356426587 -0.00054062722095293001
leaf_weight=0.0010184699994307501 0.0010455890292364843 0.0019919856518447656 0.001132420165573066 0.0011111198916895272 0.0017768044748221979 0.0011206935238221405 0.0010764191974808753 0.0016862554879934965 0.0011439253625923516 0.0010311661604934922
leaf_count=612 783 474 148 518 498 177 111 246 156 187
internal_value=0 4.39225e-05 -0.000171735 3.0398e-05 0.000149845 0.000241848 7.26202e-05 0.000337889 -0.000250989 -0.000189652
internal_weight=0 0.0131164 0.0043203 0.00327471 0.00879608 0.00701928 0.00502729 0.00276267 0.00226462 0.00216359
internal_count=3910 3298 1636 853 1662 1164 690 357 333 335
is_linear=0
shrinkage=0.00196078


Tree=4541
num_leaves=8
num_cat=0
split_feature=14 49 2 4 4 15 52
split_gain=1.88506e-05 3.88501e-05 4.60242e-05 9.99204e-05 6.80483e-05 6.29942e-05 4.13324e-05
threshold=-1.0000000180025095e-35 0.073145000000000016 0.10910500000000002 -0.08422499999999998 -1.0000000180025095e-35 -0.055679999999999993 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.012572649883548235 -0.0246993433071701 0.018732390194292268 0.012734474449832374 0.0017908843632335515 -0.021417541451298438 0.0080564424445420217 0.028262463884110002
leaf_weight=0.0010853339511044243 0.0018382746835333211 0.0011348405979157384 0.0019457655433345314 0.0011819481300981123 0.0015737715385389342 0.0013447654352852344 0.0011774040714851611
leaf_count=196 651 708 446 467 342 215 885
internal_value=0 0.00128994 -0.000894412 -0.00462094 0.00237231 -0.0078369 0.0150012
internal_weight=0 0.0101968 0.00906193 0.00711616 0.00527789 0.00291854 0.00235935
internal_count=3910 3714 3006 2560 1909 557 1352
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=8
num_cat=0
split_feature=0 156 1 47 12 4 3
split_gain=1.81701e-05 2.93241e-05 2.56414e-05 7.15158e-05 4.17556e-05 6.42055e-05 3.43491e-06
threshold=-1.0000000180025095e-35 0.084330000000000016 0.12811000000000003 0.09252500000000001 0.086935000000000012 0.0057500000000000008 -0.040669999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2
right_child=6 -3 -4 -5 -6 -7 -8
leaf_value=-0.003718898174935772 0.0044778852577883844 -0.018015681361734214 0.012439452627953176 -0.024388247642995645 -0.0096614445461221804 0.022900143719150612 0.012618285535737492
leaf_weight=0.0019580130303405601 0.0010734686286699639 0.0010111173860203665 0.0013844672194143091 0.0012228092819684608 0.0019074581816023121 0.0016866797694131586 0.0010023725460103629
leaf_count=808 239 426 249 295 1496 242 155
internal_value=0 -0.00195205 3.85561e-05 -0.00249557 0.00232608 0.00859978 0.00840868
internal_weight=0 0.00917054 0.00815943 0.00677496 0.00555215 0.00364469 0.00207584
internal_count=3910 3516 3090 2841 2546 1050 394
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=12
num_cat=0
split_feature=158 11 3 49 4 2 40 42 3 52 4
split_gain=0.000109953 6.39207e-05 0.000105423 7.05207e-05 4.45904e-05 8.96958e-05 6.49906e-05 0.000104168 0.000125489 8.7996e-05 5.85588e-05
threshold=0.084965000000000027 0.079700000000000007 -0.12008499999999998 -0.085974999999999982 0.27020000000000005 0.11339500000000001 -1.0000000180025095e-35 -0.089024999999999979 -0.075954999999999981 -0.077699999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -9 -10 -11
right_child=-2 -3 3 4 -6 -7 7 8 9 10 -12
leaf_value=0.00062797503049417751 -0.00063043552944268462 -0.00043617656821283288 -0.00041522413478630994 -0.00032619294840960172 0.00043812562685788899 -0.00044089246949283379 0.00075883641617745419 -0.00041107753669026578 0.00077041011337613109 -0.00028114212936472251 0.00035982463770337835
leaf_weight=0.0012058721984458893 0.001021672496404156 0.0010060054204895441 0.0012811423143370129 0.001074283280446434 0.0011434592667126783 0.0013305102334428753 0.0010453588414419549 0.0014231804860874411 0.001001823607123282 0.001000426041747667 0.001211766923135793
leaf_count=156 423 233 203 156 267 276 283 1349 135 307 122
internal_value=0 3.81363e-05 7.88572e-05 1.58655e-05 7.56964e-05 2.4453e-05 0.000116086 0.000199698 7.36521e-05 0.000288292 6.99585e-05
internal_weight=0 0.0127238 0.0117178 0.010512 0.00923081 0.00808735 0.00675684 0.00568256 0.0046372 0.00321402 0.00221219
internal_count=3910 3487 3254 3098 2895 2628 2352 2196 1913 564 429
is_linear=0
shrinkage=0.00196078


Tree=4544
num_leaves=8
num_cat=0
split_feature=43 42 3 16 2 2 4
split_gain=1.77437e-05 3.58807e-05 3.77164e-05 3.89464e-05 6.29934e-05 6.99099e-05 4.92541e-05
threshold=-0.15648499999999999 0.086325000000000013 -0.115685 0.15100500000000003 0.11230000000000001 0.091025000000000009 -0.017449999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0089780533572683396 0.019184044289983031 -0.014159819771327659 0.017097826039630552 -0.017017267323291826 -0.014223524289343474 0.029870219386264541 -0.011539157357246976
leaf_weight=0.001826337823843509 0.0010184522178723465 0.001878331188600718 0.0010139959196291 0.0012973290948608586 0.0015977165343060975 0.001159255414509871 0.0014731985400275125
leaf_count=314 255 1371 573 241 264 333 559
internal_value=0 -0.00179017 0.00128318 -0.00150383 0.00233397 0.00958874 0.000135758
internal_weight=0 0.00943828 0.00755995 0.0065415 0.00524417 0.00364645 0.00248719
internal_count=3910 3596 2225 1970 1729 1465 1132
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 151 1 4 16 3 2
split_gain=9.23641e-05 4.08314e-05 0.000147494 7.70663e-05 9.6804e-05 0.000100831 0.000101137 0.000115276 9.69433e-05 7.25717e-05 5.67203e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.044604999999999992 0.095575000000000007 -0.017449999999999997 -0.055679999999999993 -0.088024999999999978 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 -5 7 -7 -8 -3 -6
right_child=1 2 -4 4 10 6 8 -9 -10 -11 -12
leaf_value=-0.00056588407419319359 -0.00037213852439607072 -9.1895741127477436e-05 0.00042579409449587603 -0.00024044785765044458 -0.00050465696252011811 0.00055547605668715037 0.0010788435716947902 -0.00031882767700487007 0.00027985272301675002 -0.00083585891788528067 0.00013691830568084636
leaf_weight=0.0010347125453590402 0.0011082476933067633 0.0010069380419866023 0.0011094279883052923 0.0010372888289666296 0.0010396292809864622 0.0012352969084856366 0.0013038311001905378 0.0010926269122729811 0.0010572756609730088 0.0010094980381318373 0.0010803086471775632
leaf_count=627 280 351 618 190 242 155 170 300 173 382 422
internal_value=0 4.45192e-05 -0.000148421 0.000111871 0.000180235 0.000312752 0.000435128 0.000145116 0.000721065 -0.00046435 -0.000177714
internal_weight=0 0.0120804 0.00312586 0.00895451 0.00784626 0.00572632 0.00468903 0.00232792 0.00236111 0.00201644 0.00211994
internal_count=3910 3283 1351 1932 1652 988 798 455 343 733 664
is_linear=0
shrinkage=0.00196078


Tree=4546
num_leaves=9
num_cat=0
split_feature=52 150 4 160 42 43 15 2
split_gain=1.82915e-05 3.78609e-05 7.14601e-05 3.58198e-05 4.23924e-05 4.18092e-05 2.76493e-05 5.86054e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07526999999999999 -0.10192499999999999 0.106035
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 -8
right_child=3 -3 -4 4 5 6 7 -9
leaf_value=-0.0042928033076362589 -0.017352656692731089 -0.010309758036874287 0.027623326489503469 -0.017321834261466426 0.019979140537017662 -0.015123290545927868 0.01665775578828264 -0.014103119711734899
leaf_weight=0.001404762485241004 0.0014022345069369191 0.0010907023844079818 0.0014013415101254475 0.0010999329822321356 0.0012741809935152512 0.0010109418659178162 0.0015523024908320417 0.0010305293987390048
leaf_count=720 924 157 313 695 226 188 562 125
internal_value=0 0.00550052 0.0116458 -0.00297049 0.00040879 0.00441509 -0.00110318 0.00438441
internal_weight=0 0.00389681 0.0028061 0.00737012 0.00596789 0.00486795 0.00359377 0.00258283
internal_count=3910 1190 1033 2720 1796 1101 875 687
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=8
num_cat=0
split_feature=4 4 4 0 16 43 13
split_gain=1.77913e-05 3.48368e-05 7.20183e-05 4.67979e-05 9.2412e-05 4.60841e-05 0.000120116
threshold=0.27608500000000008 -0.0010999999999999996 -0.034289999999999994 -0.10071499999999999 -0.094359999999999986 -0.083684999999999996 -0.09547499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=0.012687983957670563 0.0097008375897715427 -0.015786500310750507 0.025250555178642449 -0.022742250377919923 0.022090112894998157 0.013535976248552595 -0.027550150297148412
leaf_weight=0.0013592958175996711 0.0016081302322504794 0.001611488411425831 0.0011988233292569922 0.0014908192161750761 0.0010730858322111905 0.001261743639546549 0.0016318243810162481
leaf_count=397 441 239 729 569 103 131 1301
internal_value=0 -0.00166199 0.00360248 -0.00853566 -0.00064635 -0.00249981 -0.0096345
internal_weight=0 0.00962708 0.00545169 0.00417539 0.00268457 0.00425286 0.00289357
internal_count=3910 3469 2558 911 342 1829 1432
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=9
num_cat=0
split_feature=1 52 0 12 3 12 2 2
split_gain=1.94564e-05 5.14205e-05 4.69488e-05 5.37034e-05 4.71553e-05 3.967e-05 3.75439e-05 1.40313e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.088590000000000016 -0.040669999999999991 0.08401500000000002 0.089910000000000004 0.11165000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 -8
right_child=-2 -3 4 -5 -6 -7 7 -9
leaf_value=-0.017096932812977531 0.010570723276427956 -0.022169461946366199 0.0014000540067785104 -0.023436721006545005 0.027650993514853547 0.017550654038780523 0.012482976368755489 -0.0041096573150809276
leaf_weight=0.0014183843710416271 0.0014987274801068423 0.0010867099632981348 0.0018302898448525843 0.0011735387605599015 0.0010928890195356254 0.0010549489037140472 0.001007409177676763 0.0010314554086255775
leaf_count=327 331 580 717 655 224 768 181 127
internal_value=0 -0.00167211 0.000915287 -0.00437979 0.0112145 0.000576561 -0.00460293 0.00408881
internal_weight=0 0.00969563 0.00860892 0.00568574 0.00292318 0.0045122 0.00345725 0.00203886
internal_count=3910 3579 2999 2058 941 1403 635 308
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=7
num_cat=0
split_feature=1 4 15 4 2 1
split_gain=2.11659e-05 4.78476e-05 2.89942e-05 5.21074e-05 5.39522e-05 7.34381e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 -0.0010999999999999996 0.089910000000000004 0.11052000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.0036460224854366237 0.020329529161642334 -0.019966781699781971 -0.0092497107269257344 -0.012704866187483435 0.028222630192265143 -0.0065896663304040766
leaf_weight=0.0020037245884612881 0.0017968467917639551 0.0015010028472019362 0.0015602006038343431 0.0018722045488118156 0.0011501318772209647 0.0012807982782557866
leaf_count=454 546 1554 571 388 116 281
internal_value=0 -0.00646686 0.00291524 0.00602668 5.42872e-05 0.00988087
internal_weight=0 0.00350473 0.00766018 0.00609998 0.00430313 0.00243093
internal_count=3910 2008 1902 1331 785 397
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=9
num_cat=0
split_feature=1 13 15 150 4 13 2 2
split_gain=2.15458e-05 3.82613e-05 7.18157e-05 3.47749e-05 0.000119756 4.11459e-05 5.66006e-05 2.94042e-05
threshold=0.10786000000000001 -0.060719999999999989 -0.074174999999999977 0.083205000000000015 -1.0000000180025095e-35 0.0024700000000000004 0.084235000000000018 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=0.027440589094297498 0.019816043901229648 0.017247174812621929 -0.016893170886846904 0.010467754151478501 -0.029386547155497461 -0.014369461574322196 -0.012842542731302531 0.010990451971406153
leaf_weight=0.0010255337973376242 0.00132285652728647 0.0011377681131782961 0.0013439428938226373 0.0014857883248801263 0.0016608138977161589 0.0010893102522694324 0.0010672580568199027 0.0010052730385610026
leaf_count=573 392 194 166 347 636 442 924 236
internal_value=0 0.00608048 -0.00124115 -0.00319365 -0.00666446 0.00234766 0.00822557 -0.00128244
internal_weight=0 0.00380457 0.00248171 0.00733398 0.00584819 0.00418738 0.00309806 0.00207253
internal_count=3910 752 360 3158 2811 2175 1733 1160
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=8
num_cat=0
split_feature=1 4 43 52 150 4 16
split_gain=1.80683e-05 6.19274e-05 3.13774e-05 7.23247e-05 6.79927e-05 8.58968e-05 4.5363e-05
threshold=0.11235500000000002 0.24280000000000004 -0.15648499999999999 0.086950000000000013 0.086025000000000018 -1.0000000180025095e-35 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.013078710283946221 -0.0048655494864575594 0.024634168310891026 0.032613835549556561 -0.024744606807262329 -0.02108411733885927 -0.012087100843094349 0.0062848999535530595
leaf_weight=0.0011179996259549933 0.0018284950109303034 0.0011650263718792114 0.0010982419626681156 0.0014618367777845323 0.001174395028977376 0.0016341155380609359 0.0016191693750271805
leaf_count=247 288 343 292 875 260 498 1107
internal_value=0 0.00661523 -0.00247592 -0.00496456 0.000268082 0.00603064 0.0169257
internal_weight=0 0.00299352 0.00810576 0.00698776 0.00552592 0.00435153 0.00271741
internal_count=3910 631 3279 3032 2157 1897 1399
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=10
num_cat=0
split_feature=484 457 1 3 42 42 2 1 48
split_gain=0.000116877 4.09063e-05 6.7516e-05 5.59003e-05 8.55667e-05 0.000118598 0.000225681 6.75196e-05 2.65635e-05
threshold=-1.0000000180025095e-35 0.092330000000000009 0.12864500000000004 0.090325000000000003 0.092145000000000019 -1.0000000180025095e-35 0.086650000000000019 1.0000000180025095e-35 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -5 -8
right_child=1 -3 -4 7 -6 6 8 -9 -10
leaf_value=-0.00063886216227920149 -0.00022527367774964247 -0.00033046063534862975 0.00049003779301658114 0.0001741006519412528 -0.00034368393407691159 -7.5402025511006333e-05 0.00063198802858515095 -0.00047260225780633333 0.0010800434592060646
leaf_weight=0.0010426472065899863 0.0016358621035587094 0.0010157442992866179 0.0013576509393711115 0.001014466315820528 0.0012736083982609718 0.0019471267676031542 0.0010067858855270506 0.0015991009837494144 0.0010283375927141562
leaf_count=627 934 145 287 30 592 554 425 195 121
internal_value=0 4.58292e-05 8.10144e-05 2.25931e-05 0.000115192 0.000219218 0.00040181 -0.000221582 0.000858388
internal_weight=0 0.0118787 0.0108629 0.00950529 0.00689172 0.00561811 0.00398225 0.00261357 0.00203512
internal_count=3910 3283 3138 2851 2626 2034 1100 225 546
is_linear=0
shrinkage=0.00196078


Tree=4553
num_leaves=9
num_cat=0
split_feature=1 52 52 16 0 0 15 2
split_gain=1.74926e-05 3.7553e-05 4.41847e-05 7.09615e-05 4.60206e-05 8.06286e-05 3.50235e-05 2.22591e-05
threshold=0.12811000000000003 0.11401500000000002 0.091210000000000013 0.10994000000000002 -0.084304999999999977 -0.10575999999999998 -0.07142999999999998 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.011969047582060946 0.010015833102662996 -0.019342280827585347 0.020322653497318648 -0.024415419012962413 0.01536387302418657 -0.028133709701059391 0.01855054085351468 0.0075832305521364371
leaf_weight=0.0012676370854639947 0.0014995234476534959 0.0010608463021259508 0.0010031475185262604 0.0011909449761636805 0.001869411912813838 0.0010128848463228325 0.0011134995358867499 0.0010768984385604338
leaf_count=132 338 577 254 552 895 812 179 171
internal_value=0 -0.00159816 0.000607467 -0.00201855 0.0021884 -0.00332062 0.00394732 -0.00298824
internal_weight=0 0.00959527 0.00853442 0.00753128 0.00634033 0.00447092 0.00345804 0.00234454
internal_count=3910 3572 2995 2741 2189 1294 482 303
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=9
num_cat=0
split_feature=49 42 52 1 3 2 12 160
split_gain=1.97754e-05 4.50213e-05 4.62719e-05 4.2509e-05 6.99843e-05 4.78751e-05 4.75168e-05 3.60073e-05
threshold=-0.047894999999999993 0.091955000000000023 -0.074484999999999982 0.094890000000000016 0.096385000000000012 0.085155000000000022 0.086935000000000012 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -4 -7 -1
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.0030273449960408977 -0.013529505747503444 -0.020476322033894195 -0.020049579134412816 0.034469030973513046 0.00037219352822944 0.019771178038590673 -0.0098068488014670472 0.02149667695615394
leaf_weight=0.0013361631511128161 0.0017694460941205786 0.0011731628400835645 0.0010542200349265597 0.0010479975370229419 0.0014143872333289907 0.001158559030829709 0.0010224770699105252 0.0010847371657033589
leaf_count=332 688 764 618 213 203 330 589 173
internal_value=0 -0.00226495 0.000596255 0.00498312 0.0148839 -0.00255246 0.0059049 0.00796118
internal_weight=0 0.00864025 0.00746709 0.00569764 0.00246238 0.00323526 0.00218104 0.0024209
internal_count=3910 3405 2641 1953 416 1537 919 505
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=10
num_cat=0
split_feature=484 133 484 42 43 0 16 13 52
split_gain=0.000103904 4.1297e-05 5.58041e-05 9.24582e-05 0.000123308 0.000116146 5.71986e-05 0.000156258 0.000115788
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.19424999999999998 -0.0041499999999999983 -0.0058499999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 -8 -9
right_child=1 -3 -4 4 6 -7 7 8 -10
leaf_value=-0.00059765987884933451 -0.00039965852308337555 -0.00032507037664485219 -0.00033376451973300388 0.00016949572457118685 -0.00025047114248106069 0.00098020925341902481 -0.00034128619295172773 7.6923197201230194e-05 0.00091047141162749559
leaf_weight=0.0010663137542860886 0.0011422070879564773 0.0010787505817588137 0.0011391248304737983 0.0014956479446684742 0.0018560236220153585 0.0012449069669794853 0.0014880340375022201 0.0014074749336430129 0.0011760936788539722
leaf_count=627 320 516 337 476 264 205 766 227 172
internal_value=0 4.09664e-05 7.70285e-05 0.000124727 0.000193826 0.000537765 3.48101e-05 0.000164854 0.000456372
internal_weight=0 0.0120283 0.0109495 0.00981039 0.00866818 0.00274055 0.00592763 0.0040716 0.00258357
internal_count=3910 3283 2767 2430 2110 681 1429 1165 399
is_linear=0
shrinkage=0.00196078


Tree=4556
num_leaves=12
num_cat=0
split_feature=484 474 50 3 133 13 0 4 0 52 13
split_gain=0.00017347 8.1583e-05 6.26182e-05 7.63315e-05 0.000155892 0.000131439 9.21755e-05 0.000112072 0.000115404 5.44129e-05 4.14004e-05
threshold=-0.0043499999999999988 0.085070000000000021 0.088160000000000002 0.11265500000000002 0.087035000000000015 -1.0000000180025095e-35 -0.070894999999999986 0.0057500000000000008 -0.14808999999999997 -0.0058499999999999993 0.11202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 9 -9 -2 -8
right_child=1 -3 -4 5 -6 -7 10 8 -10 -11 -12
leaf_value=-0.00079086624215734765 -0.00066969502510492844 0.00058342868081136419 0.00045157610409386339 0.00010005870915714202 -0.00066766469010391249 -0.00076329041372264991 0.0002297865789502105 0.00078499135969141908 -7.6201235594317531e-05 -4.2209465923649599e-05 0.00073060733629048947
leaf_weight=0.0010139718684537358 0.0010073807265568602 0.0010202901251405863 0.0011006821476587702 0.0013796441891732946 0.001005606200801235 0.0013330306627803996 0.0014136452791941338 0.0010090944314265905 0.0014693661391847234 0.0011243034161160024 0.0011515348332925557
leaf_count=612 279 298 440 145 600 87 346 93 230 678 102
internal_value=0 5.11489e-05 5.87073e-06 -3.9163e-05 5.53504e-05 -0.000324198 0.000156679 -9.09542e-06 0.00027443 -0.000338743 0.00045461
internal_weight=0 0.0130146 0.0119943 0.0108936 0.00818093 0.00271267 0.00717532 0.00461014 0.00247846 0.00213168 0.00256518
internal_count=3910 3298 3000 2560 2328 232 1728 1280 323 957 448
is_linear=0
shrinkage=0.00196078


Tree=4557
num_leaves=11
num_cat=0
split_feature=484 4 0 160 49 43 4 4 1 15
split_gain=0.000160397 5.9864e-05 8.76832e-05 9.69667e-05 8.14292e-05 0.000109511 0.000100626 0.000200797 6.54768e-05 4.7023e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 0.090735000000000024 -0.085974999999999982 -0.093039999999999984 -1.0000000180025095e-35 -0.034289999999999994 0.11198000000000001 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 -8
right_child=1 2 -4 -5 5 6 8 -9 -10 -11
leaf_value=-0.00076428745316786337 -0.0004028974704222355 -0.00041492572740244992 0.00060203794710180956 -0.00052994331024603086 -0.0002798927760972615 0.00015202574324851441 -0.00039371859587493326 0.0012258847041195478 0.0003867197274598558 0.00015881830577554079
leaf_weight=0.0010109968195608282 0.0010447941039670354 0.0010740356524243126 0.0011463944672434291 0.0010650674202083337 0.0017439894786113281 0.001808696338723806 0.0012735668379835199 0.0010628537712390801 0.0014955593723159719 0.0011068000605642437
leaf_count=612 152 152 152 220 413 1087 193 357 303 269
internal_value=0 4.6924e-05 8.68299e-05 3.12702e-05 9.37583e-05 0.000158099 0.000271304 0.000549496 6.52013e-05 -0.000136805
internal_weight=0 0.0128218 0.011777 0.0106306 0.0095655 0.00849147 0.00674748 0.00287155 0.00387593 0.00238037
internal_count=3910 3298 3146 2994 2774 2622 2209 1444 765 462
is_linear=0
shrinkage=0.00196078


Tree=4558
num_leaves=10
num_cat=0
split_feature=484 124 13 132 0 48 1 1 13
split_gain=0.000109088 5.12795e-05 0.000106621 7.39381e-05 6.88184e-05 7.90069e-05 0.000119818 7.96012e-05 0.000109995
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 0.079995000000000011 -0.053834999999999994 0.087035000000000015 0.11198000000000001 0.088495000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00061023953659096149 -0.00032847625539043126 0.00063876146220501087 -0.00019081935844406347 0.00052134814067565172 -0.00037032746878473986 -0.00029223058551513739 0.00072289415631746241 -0.00033508491750471232 0.00065555074529459142
leaf_weight=0.0010801477949260426 0.0013029058757584372 0.00118428344841071 0.0011667363687734751 0.0010014149739026252 0.0019111794563198828 0.0018947939274518875 0.0011850689818782775 0.0015441544200463855 0.0011950106283761669
leaf_count=627 306 157 1026 286 397 259 110 440 302
internal_value=0 3.94911e-05 8.27503e-05 1.62267e-05 -4.06284e-05 4.95714e-05 0.000176786 1.10938e-05 0.000237432
internal_weight=0 0.0123855 0.0110826 0.00989836 0.00889694 0.00698576 0.00509097 0.0039059 0.00236175
internal_count=3910 3283 2977 2820 2534 2137 1878 1768 1328
is_linear=0
shrinkage=0.00196078


Tree=4559
num_leaves=8
num_cat=0
split_feature=11 43 15 43 13 16 52
split_gain=1.82241e-05 2.48597e-05 6.61564e-05 5.85313e-05 4.70132e-05 6.57311e-05 8.14522e-05
threshold=0.077330000000000024 -0.053009999999999995 -0.053579999999999996 -0.17307499999999998 -0.09547499999999999 -0.19424999999999998 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7
right_child=-2 4 3 -5 5 6 -8
leaf_value=0.025253957075629292 -0.012475817386231621 0.010354068594610492 0.013377754341272492 -0.01905647616680663 -0.028995957494282243 -0.015893900470269812 0.01505382620441585
leaf_weight=0.001366278346473068 0.001069512033050138 0.0019986649018383104 0.0011224053097530766 0.0011033261217891683 0.0011265620385415725 0.0017831796750662329 0.0016258541613484981
leaf_count=803 279 348 141 758 200 364 1017
internal_value=0 0.00124981 0.00793252 -0.00270035 -0.00242381 -0.00805453 -0.00113415
internal_weight=0 0.0101263 0.00359201 0.00222573 0.00653426 0.0045356 0.00340903
internal_count=3910 3631 1702 899 1929 1581 1381
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=12
num_cat=0
split_feature=484 15 42 1 4 16 151 2 3 1 16
split_gain=0.000201563 5.65784e-05 0.000199139 9.10211e-05 0.000115595 9.41408e-05 8.75391e-05 0.000116256 5.85832e-05 5.58078e-05 2.15838e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 -0.00072999999999999985 0.20277000000000003 -0.044604999999999992 0.089910000000000004 -0.087654999999999983 0.11561500000000001 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 10 -2 -6 9 -3 -8 -5
right_child=1 2 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=-0.00082537589998404762 -0.00049670659758854654 -0.00020383276161807534 0.00047424235775389941 0.00044730806638707346 -0.00041711713080086336 0.00022876965606627773 -0.00042263234038968859 0.00058553718228749046 -0.00085171678256421761 0.00021740119612491859 0.00085390521856608436
leaf_weight=0.0010737298000292493 0.0015110937242573371 0.0011003532071568248 0.0012122513237387235 0.0010047557517152217 0.0010264456507048676 0.0012620270532492928 0.0010067787363222771 0.0018401775893826353 0.001047296853295028 0.0010917870710264183 0.0010030420195903571
leaf_count=612 584 369 620 200 139 194 144 257 364 151 276
internal_value=0 5.8286e-05 -0.000161132 0.000133929 0.000253427 -0.000166548 9.28873e-05 0.000225796 -0.000519772 -8.96524e-05 0.000650433
internal_weight=0 0.013106 0.0033599 0.00974611 0.00697299 0.00277312 0.00496519 0.00393874 0.00214765 0.00209857 0.0020078
internal_count=3910 3298 1353 1945 1167 778 691 552 733 295 476
is_linear=0
shrinkage=0.00196078


Tree=4561
num_leaves=10
num_cat=0
split_feature=484 1 42 3 2 133 0 16 16
split_gain=0.000109344 4.08402e-05 7.48638e-05 6.44745e-05 7.06228e-05 6.58575e-05 0.000110689 4.90369e-05 3.81442e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.100615 0.113945 0.083815000000000014 -0.22851499999999997 -0.057604999999999996 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -5 -8 -2
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00061693981046590841 0.00010504928947058309 0.0003504754441508881 -0.0004417124509101441 0.00046915578537957536 -0.00047394816650843331 0.0003971479818743669 -0.00052813718354331306 -3.0749161626379008e-05 0.00064509987964137656
leaf_weight=0.0010336741136381293 0.0010012189555061285 0.0014997837139653488 0.0012689607358524575 0.0010931589439466863 0.0011174096369284733 0.0016402261885260141 0.0013997553459321865 0.001672759268794313 0.001010131230655817
leaf_count=627 185 316 611 88 181 516 732 455 199
internal_value=0 4.83548e-05 3.94747e-06 6.72431e-05 -2.25353e-05 6.43441e-05 -6.66968e-05 -0.000257346 0.000376271
internal_weight=0 0.0117034 0.0102036 0.00893466 0.00692331 0.0058059 0.00416567 0.00307251 0.00201135
internal_count=3910 3283 2967 2356 1972 1791 1275 1187 384
is_linear=0
shrinkage=0.00196078


Tree=4562
num_leaves=10
num_cat=0
split_feature=484 474 2 1 52 43 52 3 43
split_gain=0.000153119 6.08314e-05 4.66665e-05 0.000106055 8.35896e-05 6.13573e-05 6.07502e-05 0.000118648 8.49443e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086650000000000019 0.095575000000000007 -0.081429999999999989 -0.079109999999999986 0.10701500000000001 0.11818000000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 8 -6
right_child=1 -3 4 5 6 -7 -8 -9 -10
leaf_value=-0.0007494973373154475 -0.00049546986301575587 0.0004924726793543037 0.00050350292051776126 -0.00021838886264712951 -0.00033566887774248683 0.00041632579354429407 0.00033415033734318666 -0.00062896169374917891 0.00036624035259107433
leaf_weight=0.0010081718777689248 0.0019541789974276318 0.0010678475002359631 0.0015494675070884716 0.0010905267844900366 0.0010869859827055833 0.0012645597983890688 0.0014392028319426802 0.0012792377932663843 0.0016989347674337826
leaf_count=612 878 318 442 155 274 236 400 113 482
internal_value=0 4.5032e-05 2.98371e-06 -0.000157783 0.000101198 0.00012242 -1.20505e-05 -0.000134617 9.23756e-05
internal_weight=0 0.0124309 0.0113631 0.00430927 0.00705383 0.00235509 0.00550436 0.00406516 0.00278592
internal_count=3910 3298 2980 1269 1711 391 1269 869 756
is_linear=0
shrinkage=0.00196078


Tree=4563
num_leaves=10
num_cat=0
split_feature=484 474 160 42 151 4 4 2 16
split_gain=0.000208285 5.00653e-05 7.2941e-05 7.56007e-05 6.85645e-05 7.77871e-05 0.000124927 4.97834e-05 0.000108749
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.086875000000000022 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9
right_child=1 -3 3 4 5 -7 -8 8 -10
leaf_value=-0.00086954099995014984 -0.00041752976548664145 0.00046399277797817292 -0.00027719811167505005 -0.00019895733239343229 -3.9136121199868161e-05 0.00057710836678923343 -0.00039509326862368472 0.00093041667942091069 6.4439122768767494e-05
leaf_weight=0.0010112351499138852 0.0013095637814661424 0.0010567684987816241 0.0019095555608075699 0.0016682066508369687 0.0010419134290544944 0.0019283424679670215 0.0013441736011140697 0.0010716547839992076 0.0011621453528768422
leaf_count=612 556 318 844 315 370 289 165 272 169
internal_value=0 5.56589e-05 1.79245e-05 7.42404e-05 0.000155917 0.000246324 0.000108254 0.000314801 0.000479888
internal_weight=0 0.0124923 0.0114356 0.010126 0.00821644 0.00654823 0.00461989 0.00327571 0.0022338
internal_count=3910 3298 2980 2424 1580 1265 976 811 441
is_linear=0
shrinkage=0.00196078


Tree=4564
num_leaves=9
num_cat=0
split_feature=49 42 12 52 0 52 16 1
split_gain=2.03802e-05 4.36982e-05 4.32741e-05 3.6131e-05 4.09865e-05 6.35422e-05 5.77631e-05 4.43415e-05
threshold=-0.045004999999999996 0.091955000000000023 0.085185000000000025 -0.074484999999999982 -0.083424999999999985 0.092550000000000007 -0.30307999999999996 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -6 -5 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.002537037733846358 -0.012488758134461132 -0.020256818236112473 0.023844728495472093 -0.0087892348333582157 -0.024937097912399873 0.0082821654367127764 0.0069926297089939462 0.034053252698061802
leaf_weight=0.0016125624335290181 0.0016863474338911369 0.0011860587755622874 0.001011923342442389 0.0010322327159616672 0.0010139650225738912 0.0013325412655568975 0.0013170955595711393 0.0011208197879439335
leaf_count=345 685 758 184 220 527 279 809 103
internal_value=0 -0.00242031 0.00763498 0.000399251 0.00413571 -0.00607244 0.0110384 0.0194336
internal_weight=0 0.00868906 0.00262449 0.007503 0.00581665 0.00234651 0.00347015 0.00243792
internal_count=3910 3381 529 2623 1938 806 1132 912
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=9
num_cat=0
split_feature=14 15 16 2 2 2 4 4
split_gain=1.89291e-05 3.98986e-05 3.14212e-05 8.37487e-05 7.48278e-05 8.02357e-05 5.52944e-05 5.01362e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.013279999999999998 0.094010000000000024 0.106285 0.090050000000000005 0.0057500000000000008 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 7 -3 -4
right_child=1 2 4 -5 -6 -7 -8 -9
leaf_value=-0.012599005406319664 0.015622708883419743 -0.0085452319471427604 0.024375056548689489 -0.026869089704611424 0.026648682174177242 -0.023769644291326445 0.021093711617919494 -0.0065282577924530476
leaf_weight=0.0010906464245413533 0.0016260082751757615 0.001636160095297596 0.0010284147305237496 0.0014726352093842525 0.0011260036421555158 0.0012050043387915152 0.001022994273676716 0.0010724184754609626
leaf_count=196 505 1194 401 476 321 349 183 285
internal_value=0 0.00126229 -0.00146437 -0.00773781 0.00438432 -0.00319915 0.00285707 0.00859975
internal_weight=0 0.0101896 0.00856363 0.00413179 0.00443184 0.00330584 0.00265915 0.00210083
internal_count=3910 3714 3209 1853 1356 1035 1377 686
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=9
num_cat=0
split_feature=49 160 3 52 2 16 1 52
split_gain=1.79764e-05 3.9909e-05 5.68761e-05 9.30278e-05 5.57498e-05 9.79963e-05 6.82317e-05 3.6691e-05
threshold=-0.045004999999999996 1.0000000180025095e-35 -0.078884999999999997 0.0033900000000000002 0.105395 -0.069144999999999984 0.088495000000000018 -0.07984999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -4 -1
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=0.020621249257107531 -0.0297906126267184 -0.020588975711169199 0.031339565879552805 0.0085373122464329054 0.015278428183021621 -0.028706727404172655 0.0011847773996556381 -0.0033086186562596917
leaf_weight=0.0011440419340272112 0.0013591918113672003 0.0010447788547746032 0.0013852355807451931 0.0011856786636393237 0.0010261877596748797 0.0010002295228061927 0.0016372445119888688 0.001456423955927611
leaf_count=201 896 489 382 775 208 231 400 328
internal_value=0 -0.00226449 0.000256661 -0.0119333 0.00640094 -0.00643243 0.015005 0.00721902
internal_weight=0 0.00863855 0.00759377 0.00254487 0.0050489 0.00202642 0.00302248 0.00260047
internal_count=3910 3381 2892 1671 1221 439 782 529
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=8
num_cat=0
split_feature=4 42 0 52 49 12 0
split_gain=1.96271e-05 2.41873e-05 4.64334e-05 8.14158e-05 8.81894e-05 5.61505e-05 6.49919e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 -0.092854999999999979 -0.0019649999999999997 0.086865000000000012 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.029609086865688052 0.010119822381859595 -0.014882135780679769 0.013812008303660368 -0.016944612726976449 0.019844059251369263 0.027258986050376618 -0.013781031990493769
leaf_weight=0.0010356058192466152 0.0016188401313601544 0.0012291599268964568 0.0019150131079946862 0.0018164006443055314 0.0010236668281487127 0.0012450403758479346 0.0013109724596952902
leaf_count=451 441 711 288 442 151 875 551
internal_value=0 -0.00178555 0.000143089 -0.00392679 0.00100211 0.0101086 0.000962526
internal_weight=0 0.00957586 0.0083467 0.00643169 0.00539608 0.00357968 0.00233464
internal_count=3910 3469 2758 2470 2019 1577 702
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=9
num_cat=0
split_feature=52 2 2 16 0 4 1 48
split_gain=2.38477e-05 3.71878e-05 5.71068e-05 3.15253e-05 5.64767e-05 9.59817e-05 5.1525e-05 1.88714e-05
threshold=-0.048794999999999991 0.097940000000000013 0.084235000000000018 -0.055679999999999993 -0.11756999999999999 0.05309500000000001 0.079945000000000016 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -5 -2
right_child=3 -3 -4 6 5 -7 -8 -9
leaf_value=0.014423572966122448 -0.021144638318399519 0.019250501239594264 -0.016076111652987262 0.00057517571941218394 -0.0058084421316716758 0.031530392152145481 -0.028375243091842275 -0.0017908580685024244
leaf_weight=0.0012035698483065058 0.0010078094383313549 0.001407998036778357 0.0012530216745643347 0.0013525259755171738 0.0015776302747817447 0.0012214557689584639 0.0011270363264409802 0.0010074572673392339
leaf_count=280 229 496 414 493 1185 379 324 110
internal_value=0 0.00629322 -0.00113325 -0.00342293 0.00129517 0.0104854 -0.0125837 -0.0114694
internal_weight=0 0.00386459 0.00245659 0.00729392 0.00481435 0.00279909 0.00247956 0.00201527
internal_count=3910 1190 694 2720 1903 1564 817 339
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=12
num_cat=0
split_feature=484 4 2 2 1 0 12 2 3 4 2
split_gain=0.000160148 5.55507e-05 7.26938e-05 0.000180267 0.000125079 7.34128e-05 6.36097e-05 8.25464e-05 0.000102009 0.000134713 5.74987e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.10796500000000002 0.097940000000000013 0.10828500000000001 -0.16443499999999997 0.10106500000000002 0.086875000000000022 -0.078884999999999997 1.0000000180025095e-35 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 7 8 -3 -10 -9
right_child=1 2 4 -5 5 -7 -8 10 9 -11 -12
leaf_value=-0.00076162316095542098 -0.00037518554506664649 -0.00057131769179060018 -0.00063602955502409773 0.00095179032410356082 -0.00019880485782404155 0.00051221461990738377 0.00051946373258240073 0.00064082572163157538 0.00060372074261467567 -0.00033244753461621971 6.2280934804073786e-06
leaf_weight=0.0010080961856616154 0.0010814463049874023 0.0014966092226583586 0.0012781144766819052 0.0010433614078372662 0.0011983152500463301 0.0010453218263778334 0.0010740690885390827 0.0010381298743646385 0.0010586966025666526 0.0013376358586587491 0.0011649035651275764
leaf_count=612 152 819 314 267 95 290 205 425 217 195 319
internal_value=0 5.00505e-05 8.92379e-05 0.000190291 -0.000146439 0.000132463 7.94806e-05 1.95858e-06 -0.000169686 8.11504e-05 0.000305268
internal_weight=0 0.0128166 0.0117352 0.00821341 0.00352175 0.00224364 0.00717004 0.00609598 0.00389294 0.00239633 0.00220303
internal_count=3910 3298 3146 2447 699 385 2180 1975 1231 412 744
is_linear=0
shrinkage=0.00196078


Tree=4570
num_leaves=9
num_cat=0
split_feature=49 457 484 1 2 3 52 0
split_gain=2.20217e-05 3.77716e-05 3.53653e-05 6.97634e-05 5.98026e-05 4.17657e-05 4.90041e-05 5.63821e-05
threshold=-0.045004999999999996 0.084715000000000013 0.084225000000000008 0.12293500000000002 0.11339500000000001 -0.089974999999999986 0.086950000000000013 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0020746698100152492 -0.019661663853594146 0.022433472780223007 0.013452850278407423 0.015210430159455349 -0.031624781555376701 -0.0058651183603727272 -0.017232973716500788 0.024407874076145902
leaf_weight=0.0015286824670177721 0.0014230566756085381 0.001068313202244773 0.0011952037195392456 0.0013768194904803131 0.0010342507462420963 0.0013081993736163569 0.001071903855747723 0.0011614048216351501
leaf_count=371 570 158 395 266 308 653 610 579
internal_value=0 0.00800712 -0.00250432 -0.00509014 -0.00974943 -0.00519221 0.000621935 0.00837166
internal_weight=0 0.002597 0.00857084 0.00737563 0.00599882 0.00496456 0.00354151 0.0024696
internal_count=3910 529 3381 2986 2720 2412 1842 1232
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=9
num_cat=0
split_feature=1 0 15 3 47 2 1 1
split_gain=1.89218e-05 4.31264e-05 3.32515e-05 6.38219e-05 5.24184e-05 6.11154e-05 4.93738e-05 2.53872e-05
threshold=0.076710000000000014 0.047345000000000005 0.079360000000000014 -0.10315499999999998 0.077735000000000012 0.089785000000000018 0.12446500000000001 0.10915500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6 -7
right_child=2 -3 -4 4 6 7 -8 -9
leaf_value=-0.015732429391287255 0.026621653295683764 0.0067543358196672483 -0.013933869367845389 -0.010924415425328602 -0.023664362424429774 0.029543010288411789 0.0055642539429493409 0.0075463348621079901
leaf_weight=0.0020030241668062879 0.0011615612691072107 0.0014853324323081478 0.0010352402924087706 0.0010094246646724014 0.0012852098372054426 0.0010958289958429429 0.0010501858309344958 0.0010067010625528674
leaf_count=1913 286 95 496 325 302 164 90 239
internal_value=0 -0.00615763 0.00273035 0.00534069 0.000802857 0.00930078 -0.0105208 0.0190109
internal_weight=0 0.00348836 0.00764415 0.00660891 0.00544735 0.00311195 0.0023354 0.00210253
internal_count=3910 2008 1902 1406 1120 728 392 403
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=9
num_cat=0
split_feature=14 49 4 1 1 43 12 3
split_gain=1.83211e-05 3.56536e-05 5.91187e-05 5.96747e-05 7.50707e-05 4.80703e-05 4.90755e-05 9.40508e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.17888000000000001 0.11215000000000001 0.095575000000000007 -0.083899999999999988 0.086765000000000023 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.012418878381451146 0.0094826017372269152 0.018310291671830878 0.017326371022123286 -0.024461458512452568 0.023699019748405301 -0.043307485399593504 0.0018503582571277042 -0.00073647849132305347
leaf_weight=0.0010806657454556145 0.0015140637157571323 0.0010956333310866108 0.0014967599888829394 0.0012420066961097301 0.0010661222051328856 0.0010253869474110425 0.0015280930897412863 0.0010507678408378136
leaf_count=196 578 701 355 216 356 464 931 113
internal_value=0 0.00128593 -0.000804402 -0.00445856 -0.000441425 -0.00546978 -0.0117509 -0.0217618
internal_weight=0 0.0100188 0.0089232 0.00742644 0.00618443 0.00511831 0.00360425 0.00207615
internal_count=3910 3714 3013 2658 2442 2086 1508 577
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=9
num_cat=0
split_feature=11 3 47 15 43 0 52 0
split_gain=1.8397e-05 2.33587e-05 3.68128e-05 5.8038e-05 4.39119e-05 5.80385e-05 8.16033e-05 5.00263e-06
threshold=0.077330000000000024 -0.10315499999999998 0.087850000000000025 -0.075094999999999981 -0.089604999999999976 -0.083424999999999985 -0.0066199999999999991 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=0.013645025607602085 -0.012584708259797992 0.021618455092284786 -0.026465323641346246 0.0058709714405430925 -0.009087551516205215 -0.017273594132145235 0.014989035210902571 0.024977040521405359
leaf_weight=0.0013252939415715646 0.0010583154225831002 0.0010806815473480376 0.001212524399346205 0.0010236311793354229 0.0018647896876646578 0.0014866782871971332 0.0010052770953684113 0.0010005967999348175
leaf_count=261 279 413 287 148 467 1202 181 672
internal_value=0 0.00128003 -0.000609169 -0.0116629 0.0032302 -0.000479075 0.00597151 0.0199714
internal_weight=0 0.00999947 0.00867418 0.00223616 0.00643802 0.00535734 0.00387066 0.00200587
internal_count=3910 3631 3370 435 2935 2522 1320 853
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=9
num_cat=0
split_feature=484 4 16 2 16 2 15 3
split_gain=0.000109061 4.26516e-05 5.02451e-05 6.31324e-05 6.04178e-05 9.37432e-05 7.08458e-05 5.15861e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.079209999999999989 0.096750000000000017 0.15100500000000003 0.085730000000000015 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -6 -2
right_child=1 -3 4 -5 6 -7 -8 -9
leaf_value=-0.00061439785405819692 -0.0003084684256299737 0.00033540475369828887 -8.7704928835804276e-05 -0.00055884052781048771 0.00027332284424560219 0.00061846924939349735 -0.00031601889814033315 0.00022223078828286866
leaf_weight=0.0010565341017325204 0.0012844093102331398 0.0016513061335977448 0.0012823294400666786 0.0011687474544567786 0.0013173034689704707 0.0016561407198159796 0.0019379017145974898 0.0015588810396999215
leaf_count=627 723 420 474 223 304 667 235 237
internal_value=0 4.3045e-05 -4.25945e-06 -0.000175201 0.00010647 0.000310299 -7.75264e-05 -1.75038e-05
internal_weight=0 0.011857 0.0102057 0.00401204 0.00619368 0.00293847 0.00325521 0.00284329
internal_count=3910 3283 2863 1183 1680 1141 539 960
is_linear=0
shrinkage=0.00196078


Tree=4575
num_leaves=9
num_cat=0
split_feature=1 0 15 15 3 2 43 2
split_gain=1.99619e-05 3.92927e-05 3.15192e-05 5.76343e-05 5.66376e-05 7.49823e-05 2.16204e-05 2.15325e-05
threshold=0.076710000000000014 -0.070894999999999986 0.024640000000000006 -0.017214999999999998 0.11265500000000002 0.089910000000000004 -0.073139999999999983 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -3
right_child=2 7 -4 -5 -6 -7 -8 -9
leaf_value=-0.019289270028381929 0.0066386644335827477 0.012880358994006559 -0.011057621966578795 0.025628128405553386 -0.014322813981020189 0.026424732481864291 -0.013845407952212422 -0.0075064039111497442
leaf_weight=0.0013980851299920461 0.0010223354728496009 0.0010079680470887885 0.0013459480354034437 0.001188560198548975 0.0016107314853237515 0.0013812875363340962 0.0010388582663978022 0.0010659821464897386
leaf_count=1642 280 105 544 325 231 318 204 261
internal_value=0 -0.00633252 0.0028218 0.0058147 0.00115441 0.00839618 -0.00368547 0.00240184
internal_weight=0 0.00347204 0.00758772 0.00624177 0.00505321 0.00344248 0.00206119 0.00207395
internal_count=3910 2008 1902 1358 1033 802 484 366
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=9
num_cat=0
split_feature=484 1 52 0 12 0 3 4
split_gain=9.4268e-05 4.35534e-05 5.81906e-05 6.02607e-05 7.67266e-05 6.27069e-05 4.24627e-05 4.11053e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089570000000000025 -0.12329499999999999 0.090325000000000003 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -5
right_child=1 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.00057405056250422852 0.00051579262423919034 0.00034615159378193698 -0.00045120597523550535 -4.1732405774358788e-05 -0.00051400914071655836 -0.00023326721764941222 2.8975376653414549e-05 0.0004335365927889027
leaf_weight=0.0010459425092314437 0.0011481972262282168 0.0015530127152473651 0.0010175378779616823 0.0010781397874619104 0.0012020936516166127 0.0019311226705399599 0.0017219749891048686 0.001992949237905506
leaf_count=627 176 323 476 179 472 889 150 618
internal_value=0 4.04682e-05 -6.57196e-06 4.32857e-05 -7.09979e-05 3.99182e-05 0.000223724 0.000266688
internal_weight=0 0.011645 0.010092 0.00907448 0.00600339 0.00480129 0.00287017 0.00307109
internal_count=3910 3283 2960 2484 1687 1215 326 797
is_linear=0
shrinkage=0.00196078


Tree=4577
num_leaves=9
num_cat=0
split_feature=1 13 15 42 42 133 13 1
split_gain=1.86424e-05 3.54668e-05 5.58593e-05 3.42277e-05 4.69408e-05 5.89771e-05 5.2662e-05 4.26375e-05
threshold=0.10786000000000001 -0.060719999999999989 -0.074174999999999977 -1.0000000180025095e-35 0.088465000000000002 0.083815000000000014 -0.028919999999999998 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=-0.018958389965266643 0.018797557938656815 0.014893858382235066 -0.015374097730910844 -0.018489065542974366 -0.018482603485127744 0.024650062899206109 0.019473510811409508 -0.0058707209049119252
leaf_weight=0.0011362502665723008 0.0013289442744815715 0.0011268581241103725 0.0013285912372699848 0.0012587350958578 0.0011291263378444393 0.0010910844631338039 0.0012808763168873252 0.0013778359948507582
leaf_count=962 392 194 166 380 920 459 201 236
internal_value=0 0.00563849 -0.00148349 -0.00301543 -6.39432e-05 0.00408837 -0.00163846 0.00633926
internal_weight=0 0.00378439 0.00245545 0.00727391 0.00613766 0.00500853 0.00391745 0.00265871
internal_count=3910 752 360 3158 2196 1276 817 437
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=8
num_cat=0
split_feature=11 39 13 0 49 51 16
split_gain=1.79671e-05 2.29685e-05 6.9002e-05 6.39866e-05 4.94828e-05 4.41514e-05 4.87378e-05
threshold=0.077330000000000024 0.005105000000000001 -0.10023999999999998 -0.053834999999999994 -0.07107999999999999 -0.0084849999999999978 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.017519556663264258 -0.012436981874172536 0.012720081274199411 -0.019099866991814509 -0.026919253673063016 0.020992794936761806 0.0085136966800971811 -0.015803173138095608
leaf_weight=0.0016627776387552907 0.0010582645180287733 0.0014894057098886549 0.0011806973332410204 0.0011313712919501446 0.001131454266047419 0.0019364810880328669 0.0014350346321319327
leaf_count=271 279 445 179 330 484 758 1164
internal_value=0 0.00126721 -0.000744862 -0.00520113 -0.000878001 0.00389985 -0.00183641
internal_weight=0 0.00996722 0.00847782 0.00681504 0.00568367 0.00450297 0.00337152
internal_count=3910 3631 3186 2915 2585 2406 1922
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=8
num_cat=0
split_feature=49 52 42 43 43 12 3
split_gain=1.83349e-05 3.78934e-05 3.67584e-05 3.37671e-05 3.99218e-05 4.94753e-05 0.000128124
threshold=-0.045004999999999996 -0.07984999999999999 0.091955000000000023 -0.17307499999999998 -0.0037249999999999996 0.088375000000000023 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.021163943046429764 0.017199874084841513 -0.0033830834135845315 -0.018953036886911384 -0.017372491518413701 0.02759515227487265 -0.015867765203025186 -0.0097544347034032534
leaf_weight=0.0011198776059018881 0.0010198328878315123 0.001434345282043946 0.0011444405890616719 0.0013899947075446178 0.0017116245815665837 0.0011933231736073872 0.0019819979789036882
leaf_count=201 180 328 758 1412 341 391 299
internal_value=0 0.00737935 -0.00229036 0.00032305 -0.00241898 0.00183425 0.00755336
internal_weight=0 0.00255422 0.00844121 0.00729677 0.00627694 0.00488695 0.00369362
internal_count=3910 529 3381 2623 2443 1031 640
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=8
num_cat=0
split_feature=42 4 3 2 4 133 52
split_gain=1.94887e-05 3.53619e-05 7.42903e-05 7.11002e-05 5.80153e-05 3.90458e-05 4.65978e-05
threshold=0.097535000000000011 -0.0010999999999999996 -0.00088499999999999983 0.11230000000000001 -0.06272999999999998 0.065880000000000008 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.021952644296545476 0.013123339398679813 -0.024067195400925893 0.014424868871810603 -0.015572911445049624 0.021581851036216061 0.014012920646345997 0.0053210998817389684
leaf_weight=0.0013216986706616704 0.0010202940997295533 0.0017328906734085303 0.0018481763220846174 0.0013801509230688023 0.0014285206626720249 0.0010401499651303075 0.0011908538436078506
leaf_count=529 554 730 209 189 891 293 515
internal_value=0 -0.00138915 -0.00736494 0.00160044 0.00456264 -0.00228068 -0.00902593
internal_weight=0 0.00994244 0.00496122 0.00322833 0.00498122 0.0035527 0.00251255
internal_count=3910 3356 1128 398 2228 1337 1044
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=10
num_cat=0
split_feature=49 484 2 16 4 133 16 151 0
split_gain=8.05018e-05 6.79424e-05 7.45384e-05 0.000127558 0.000117453 9.71538e-05 8.16767e-05 5.91166e-05 0.000122558
threshold=-0.14750499999999997 0.084225000000000008 0.10946500000000002 -0.17157499999999998 -0.37626499999999991 -0.0056849999999999991 -0.15168999999999996 -0.0074049999999999993 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 -8 -9
right_child=1 -3 3 -5 5 6 7 8 -10
leaf_value=0.00052977581323348068 -0.0007778621541862788 0.00033428584510413324 -0.00033858192621156455 0.00047429187068946113 -0.00062133888159212551 0.00038646554934790371 0.00021336068465776367 -0.00074721808171340158 6.1712813944198874e-05
leaf_weight=0.0010145911412664079 0.0011504563028421058 0.0015968568355709369 0.0012126929350120574 0.0019130177687303154 0.0011504382003080229 0.0015565179228979277 0.0012725172014973266 0.0012821814288336325 0.0016425082483875288
leaf_count=143 152 450 193 438 806 256 300 740 432
internal_value=0 -4.40495e-05 -9.80861e-05 0.000158918 -0.00019782 -0.000101167 2.83996e-06 -0.000139426 -0.000292922
internal_weight=0 0.0127772 0.0111803 0.00312571 0.00805462 0.00690416 0.00575372 0.00419721 0.00292469
internal_count=3910 3767 3317 631 2686 2534 1728 1472 1172
is_linear=0
shrinkage=0.00196078


Tree=4582
num_leaves=10
num_cat=0
split_feature=484 3 1 3 15 52 3 15 43
split_gain=8.58032e-05 4.22106e-05 6.79413e-05 9.31106e-05 5.29482e-05 7.9596e-05 4.90106e-05 3.99316e-05 3.70562e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 -0.0058549999999999991 0.086950000000000013 -0.069909999999999986 -0.074174999999999977 -0.077224999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 8 -3 6 -6 -5 -4
right_child=1 2 3 7 5 -7 -8 -9 -10
leaf_value=-0.0005501870698677515 0.00030052289160807422 -0.00045259418087541259 0.00020718432950481543 0.00013910907961303191 -9.9306101231566818e-05 -0.00046187927633682083 0.0004985637939720418 -0.00035234901753323291 0.00073940023404989576
leaf_weight=0.0010286271257905306 0.0019907218278900881 0.0017096862309125974 0.0010041134854613335 0.0013621266960060579 0.0010671660025942547 0.0010635654273990856 0.0010417490040273646 0.0011917553876848348 0.0010077876802113603
leaf_count=627 362 850 284 180 548 572 116 142 229
internal_value=0 4.10356e-05 -1.36395e-05 0.0001583 -0.000174437 -2.45349e-05 0.000196026 -9.02272e-05 0.000473778
internal_weight=0 0.0114387 0.00944795 0.00456578 0.00488217 0.00317248 0.00210892 0.00255388 0.0020119
internal_count=3910 3283 2921 835 2086 1236 664 322 513
is_linear=0
shrinkage=0.00196078


Tree=4583
num_leaves=11
num_cat=0
split_feature=484 52 52 51 42 12 43 2 151 15
split_gain=8.82899e-05 6.27024e-05 9.07077e-05 7.11095e-05 8.07109e-05 8.63972e-05 0.000127484 0.000106413 0.000128014 0.000114086
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.070454999999999976 -1.0000000180025095e-35 0.099680000000000005 -0.083899999999999988 0.087995000000000004 -0.0088999999999999982 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -9 -10
right_child=1 2 3 4 5 -7 7 8 9 -11
leaf_value=-0.00054062343365943969 -0.00040096991575480769 0.00057049090303797393 -0.00047212388062863731 -0.00034842343404951177 0.00085471817644531688 -0.00035960436271603518 -0.00028690905179040846 -0.0002118745847559627 0.0009609187738098961 0.00010845350421686242
leaf_weight=0.0010879448088114687 0.0011172909330179641 0.0013125844358636779 0.0010061716519044169 0.0014337342043002485 0.0010937482639249117 0.0010586537553730884 0.0016893455228305897 0.0012124270667887979 0.001310226637791229 0.0011191467080091892
leaf_count=627 379 279 248 787 200 178 621 150 211 230
internal_value=0 4.20299e-05 8.6081e-05 2.20076e-05 7.77624e-05 0.000159413 0.000244934 0.000119829 0.000308505 0.000568211
internal_weight=0 0.0123533 0.011236 0.00992345 0.00891728 0.00748355 0.00642489 0.00533115 0.0036418 0.00242937
internal_count=3910 3283 2904 2625 2377 1590 1412 1212 591 441
is_linear=0
shrinkage=0.00196078


Tree=4584
num_leaves=11
num_cat=0
split_feature=484 42 43 3 2 42 3 16 2 0
split_gain=9.23998e-05 4.50969e-05 6.82198e-05 0.000130344 0.000123257 6.87511e-05 0.00010385 3.77914e-05 0.00016678 9.49321e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.086650000000000019 0.078965000000000021 -0.089604999999999976 -0.19424999999999998 0.11260500000000001 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -8 9 -9
right_child=1 2 5 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00056221449142585802 -0.00034737231822715278 -0.00047285722332581572 0.00060308537673038403 0.00085886839050707854 0.00042539790158252228 -0.00048731324966048566 -0.00034297638154354349 0.0002398640899107823 0.00062957227456879327 -0.00051790723301332615
leaf_weight=0.0010789375097704492 0.0010716388769868674 0.0010205483114513175 0.0010713637435664251 0.0011003432850830424 0.0013835095337596404 0.0010874236154261099 0.0013965828238943602 0.0010069664859164726 0.0012363275581897329 0.00172357693520529
leaf_count=627 254 291 251 333 436 772 208 68 148 522
internal_value=0 3.66344e-05 7.39546e-05 0.000299914 4.4079e-05 -3.13135e-05 4.57462e-05 -6.55837e-05 3.20756e-05 -0.000238457
internal_weight=0 0.0120983 0.0110266 0.0035044 0.00240406 0.00752224 0.00643482 0.00536345 0.00396687 0.00273054
internal_count=3910 3283 3029 1060 727 1969 1197 946 738 590
is_linear=0
shrinkage=0.00196078


Tree=4585
num_leaves=9
num_cat=0
split_feature=4 15 48 150 0 42 43 13
split_gain=2.33273e-05 2.68048e-05 5.8052e-05 3.98905e-05 7.05863e-05 3.8339e-05 5.9606e-05 0.000141867
threshold=0.27608500000000008 -0.10981499999999998 0.093225000000000016 0.086025000000000018 -0.10071499999999999 0.088915000000000008 0.0016850000000000001 -0.003375
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.017211988600672069 0.01103265869731811 0.016434308370586091 0.020500069958132527 -0.021857563439708669 0.011402923557119306 -0.024327106702368262 0.016344548709291817 -0.038352294809443827
leaf_weight=0.0010267332715621158 0.0016193202961503851 0.0017721780875067155 0.0011771552461708017 0.0010120438913045196 0.0012475866933783241 0.0010066762616806947 0.001158943420954954 0.0010599341217659717
leaf_count=313 441 283 247 256 826 745 241 558
internal_value=0 -0.00195625 -9.91653e-05 -0.00344039 -0.00045592 -0.00714753 -0.0021585 -0.0114516
internal_weight=0 0.00946125 0.00843452 0.00725736 0.00624532 0.00447314 0.00346646 0.00230752
internal_count=3910 3469 3156 2909 2653 2370 1625 1384
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=8
num_cat=0
split_feature=15 15 13 13 3 4 16
split_gain=2.01748e-05 2.46538e-05 4.82269e-05 3.63783e-05 4.9081e-05 8.01579e-05 8.66767e-05
threshold=-0.24219999999999997 -0.10981499999999998 0.043015000000000005 -0.09547499999999999 -0.082139999999999977 -0.034289999999999994 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=0.013453081234869137 -0.01430391984726692 0.0085580472903868023 0.014595197175503614 0.010825577167836688 -0.03528632261117208 -0.020868993062605118 0.014710990154198867
leaf_weight=0.0010049569636275428 0.0012916536165872147 0.0018506896965630893 0.0018992385344723016 0.0010970339800514439 0.0011497723766424385 0.001429968313770695 0.0013137001713575285
leaf_count=317 339 314 475 1028 698 324 415
internal_value=0 -0.00140839 0.000497308 -0.00341654 -0.00785724 -0.0131214 -0.00383289
internal_weight=0 0.0100321 0.0087404 0.00684116 0.00499047 0.00389344 0.00274367
internal_count=3910 3593 3254 2779 2465 1437 739
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=11
num_cat=0
split_feature=484 15 151 0 4 4 47 4 16 16
split_gain=0.000167309 6.69024e-05 7.07877e-05 8.3992e-05 0.000111495 8.72067e-05 5.97038e-05 0.000116614 9.77638e-05 6.24695e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.088294999999999985 -0.077944999999999987 -0.49837999999999999 -0.083534999999999984 0.09252500000000001 0.0021050000000000005 -0.094359999999999986 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 9 -9 -4
right_child=1 2 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.00077580754468911683 0.00054167350598868119 0.00048290411624791926 -9.9558569486262724e-05 -0.00039600906682118385 0.00062420282022493617 1.1163913166710723e-05 -0.00062049134408684889 -0.000144843283860512 0.00064366170394708846 -0.0007056300839513596
leaf_weight=0.0010033383995677022 0.0010035214556967228 0.001122140633890688 0.0013813172375413479 0.0010543134276316344 0.0018564938282717056 0.0017174765202400538 0.0010141582761066369 0.0013477354098614632 0.0010963100649088512 0.0012415437508427574
leaf_count=612 291 232 530 146 181 678 131 270 126 713
internal_value=0 5.55921e-05 1.43637e-05 -3.47306e-05 0.000164312 0.000329606 -0.000186222 -9.93013e-05 0.000208851 -0.000386445
internal_weight=0 0.012835 0.0118315 0.0107093 0.00462828 0.00357397 0.00608106 0.00506691 0.00244405 0.00262286
internal_count=3910 3298 3007 2775 1005 859 1770 1639 396 1243
is_linear=0
shrinkage=0.00196078


Tree=4588
num_leaves=10
num_cat=0
split_feature=484 1 52 0 12 2 151 16 4
split_gain=8.86845e-05 3.83441e-05 5.19745e-05 8.6646e-05 6.81928e-05 5.2477e-05 0.000103167 4.45024e-05 4.25662e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089570000000000025 0.089910000000000004 -0.0088999999999999982 0.15100500000000003 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -5 -2
right_child=1 -3 -4 7 -6 6 -8 -9 -10
leaf_value=-0.000550656461887231 5.7214811513443241e-05 0.00032399401967987522 -0.00042405646150612956 0.00057290853913542588 -0.00051210044895277093 -0.00028594459865504166 0.00051955837929390373 0.0001017103638128693 -0.0004832567908629024
leaf_weight=0.0010763812664835769 0.0011281088559242424 0.0015568223603892066 0.001029775189982862 0.0013519238216713279 0.0012160419878591159 0.0010134706699955476 0.0015405690081826276 0.0017921719908416348 0.0011129768275425706
leaf_count=627 544 323 476 442 472 147 214 355 310
internal_value=0 3.73964e-05 -6.4111e-06 4.05652e-05 -9.73897e-05 7.78082e-06 0.000199926 0.00030432 -0.000211196
internal_weight=0 0.0117419 0.010185 0.00915526 0.00601117 0.00479513 0.00255404 0.0031441 0.00224109
internal_count=3910 3283 2960 2484 1687 1215 361 797 854
is_linear=0
shrinkage=0.00196078


Tree=4589
num_leaves=8
num_cat=0
split_feature=1 0 3 39 457 16 0
split_gain=2.18382e-05 5.43295e-05 4.99518e-05 4.04098e-05 5.42364e-05 8.97764e-05 6.15713e-05
threshold=0.085835000000000009 -0.089879999999999974 -0.082139999999999977 0.005105000000000001 0.041935000000000007 -0.055679999999999993 -0.14293499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2
right_child=3 2 -4 -5 -6 -7 -8
leaf_value=-0.024749788179001284 -0.011902719648792033 0.012765920069356463 -0.012991128027750851 0.020511076240094354 0.020076293974770988 -0.0228672751165022 0.017496240709123135
leaf_weight=0.0011091535880275978 0.0011815684234906133 0.0016634783458351044 0.0013755534131338555 0.0011473074337986179 0.0010888500787573866 0.0017218831579572198 0.0017940311426955626
leaf_count=592 121 955 653 372 134 582 501
internal_value=0 -0.00580627 0.00110754 0.00336659 -3.27977e-05 -0.00469397 0.00582233
internal_weight=0 0.00414819 0.00303903 0.00693364 0.00578633 0.00469748 0.0029756
internal_count=3910 2200 1608 1710 1338 1204 622
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=9
num_cat=0
split_feature=4 12 4 1 12 3 0 4
split_gain=2.12584e-05 2.44994e-05 5.27914e-05 5.45636e-05 6.04106e-05 5.94818e-05 5.16269e-05 9.30017e-05
threshold=0.27020000000000005 0.10595000000000002 0.097045000000000006 0.095575000000000007 0.090840000000000018 0.082730000000000012 -0.12329499999999999 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -8
right_child=-2 -3 -4 5 -6 -7 7 -9
leaf_value=0.0060319379137707945 0.010078745869490357 -0.016511799473013535 -0.020257852452370127 0.03119023246120417 0.017335077074481557 -0.00065138104816725103 0.0007778678899495018 -0.039431006086686385
leaf_weight=0.0013824048631180651 0.0017416570363966146 0.0010288855842938644 0.0011277127415065024 0.0011919251820985861 0.0011128125171996697 0.0011553271823479608 0.0012054904560544423 0.0011002607070539204
leaf_count=176 472 327 183 399 673 169 441 1070
internal_value=0 -0.00195891 -0.00014966 0.00302263 -0.00308634 0.0155177 -0.00924801 -0.018409
internal_weight=0 0.00930482 0.00827593 0.00714822 0.00480097 0.00234725 0.00368816 0.00230575
internal_count=3910 3438 3111 2928 2360 568 1687 1511
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=10
num_cat=0
split_feature=484 42 133 484 43 0 133 16 52
split_gain=9.05804e-05 5.42175e-05 6.14125e-05 9.21306e-05 0.000126383 0.000127187 6.70382e-05 7.24858e-05 9.00112e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 0.099765000000000006 0.08764000000000001 -0.074254999999999988 -0.070894999999999986 -0.0056849999999999991 -0.19424999999999998 -0.0058499999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -8 -9
right_child=1 2 -4 -5 6 -7 7 8 -10
leaf_value=-0.00056344165258255627 -0.00038720976082814995 0.0001594621727138835 -0.00038532014535346275 -0.00042428804846777649 -0.0004207310356744819 0.0010053128835857414 -0.00021494054776711831 -8.4588985675184589e-07 0.00065147043431969254
leaf_weight=0.0010758509743195302 0.0010855652039573798 0.0015507781744696007 0.0010210093649719544 0.0010662710559864582 0.0010626584174529734 0.0012220477257287687 0.0016369738882683572 0.0018244277008849837 0.0014674096765279676
leaf_count=627 254 528 484 314 740 216 208 300 239
internal_value=0 3.05897e-05 7.23853e-05 0.000119923 0.000186132 0.000532248 2.59511e-05 0.000122256 0.000289939
internal_weight=0 0.0119371 0.0108516 0.00983057 0.0087643 0.00277283 0.00599147 0.00492881 0.00329184
internal_count=3910 3283 3029 2545 2231 744 1487 747 539
is_linear=0
shrinkage=0.00196078


Tree=4592
num_leaves=9
num_cat=0
split_feature=2 52 4 52 3 15 1 15
split_gain=1.79338e-05 8.11499e-05 7.79261e-05 6.57807e-05 5.35108e-05 3.83862e-05 7.26067e-05 4.59264e-05
threshold=0.10946500000000002 0.086950000000000013 0.15927500000000003 0.067395000000000024 0.11476000000000001 0.079360000000000014 0.086560000000000012 -0.07052499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 -8
right_child=3 -3 -4 -5 -6 -7 7 -9
leaf_value=0.018808254471778155 0.012760650566637 -0.022135931738188865 0.026631568445982141 0.026438947585807993 -0.018387420273651017 -0.017803006100515901 -0.023435422485585576 0.0058813572770553546
leaf_weight=0.0015659333554021572 0.0010417315329071075 0.001681663375040005 0.0011106051474603449 0.001072968649310683 0.00117212033418485 0.0012531926722006452 0.0011257630319760508 0.0010171621432284762
leaf_count=764 390 911 224 210 167 738 245 261
internal_value=0 -0.00269612 0.00268723 0.00611809 -0.00373065 -0.00267199 0.00244065 -0.0095199
internal_weight=0 0.00775432 0.00607266 0.00328682 0.00221385 0.00496205 0.00370886 0.00214293
internal_count=3910 3143 2232 767 557 2008 1270 506
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=11
num_cat=0
split_feature=484 42 43 3 0 42 3 16 2 0
split_gain=0.000104403 4.27422e-05 6.08165e-05 0.00013145 6.10987e-05 6.08332e-05 7.26326e-05 4.95069e-05 0.000159542 0.00012786
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 -0.077944999999999987 0.078965000000000021 -0.089604999999999976 -0.19424999999999998 0.11260500000000001 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -8 9 -9
right_child=1 2 5 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00060055569922125903 -0.00033687443610256294 -0.00028388784576093408 0.00051516987516505403 0.00083696794726952463 0.00034924473341795611 -0.00045696486061994534 -0.00036239818882631255 0.00034241710603318166 0.00066178609180847156 -0.00053455551139529171
leaf_weight=0.0010827276909742512 0.0010803608000100632 0.0012128743609517308 0.0010550377132650356 0.0011261041529049861 0.0011338162712158225 0.0010853812360972258 0.0014138365015504382 0.0010371526184211892 0.0011971527367864191 0.0016657401596501769
leaf_count=627 254 533 251 333 194 772 208 68 148 522
internal_value=0 3.51752e-05 7.19597e-05 0.000286274 2.20136e-05 -2.78848e-05 4.52383e-05 -4.80636e-05 6.58883e-05 -0.000198044
internal_weight=0 0.0120075 0.0109271 0.00347279 0.00234669 0.0074543 0.00636892 0.00531388 0.00390005 0.00270289
internal_count=3910 3283 3029 1060 727 1969 1197 946 738 590
is_linear=0
shrinkage=0.00196078


Tree=4594
num_leaves=9
num_cat=0
split_feature=42 160 43 16 2 16 12 3
split_gain=1.71469e-05 4.64718e-05 4.92546e-05 4.26631e-05 3.43811e-05 5.5141e-05 4.96721e-05 1.638e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.006474999999999999 0.097940000000000013 -0.17157499999999998 0.080120000000000011 -0.081479999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 7 -2 6 -6 -4 -3
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=-0.0089019088392872057 -0.024663632567043264 0.0099773498968640396 0.0046608469250466493 0.0032324523450177264 -0.0096601310411922776 0.020318479702619862 -0.024321353601126302 0.027825142611223253
leaf_weight=0.0018363679015381907 0.0011207710487757001 0.0010571382554248245 0.001314957433721694 0.0010731976551601428 0.001023389765551706 0.0015320791521344658 0.0010746395981057601 0.0010012368421989746
leaf_count=1060 660 279 151 380 165 319 571 325
internal_value=0 0.00168192 0.00566044 -0.011018 0.000249858 0.00831293 -0.00837291 0.0186589
internal_weight=0 0.00919741 0.00700344 0.00219397 0.00494507 0.00255547 0.0023896 0.00205838
internal_count=3910 2850 1810 1040 1206 484 722 604
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=8
num_cat=0
split_feature=15 151 0 15 3 1 52
split_gain=1.81394e-05 2.40936e-05 3.28592e-05 4.87209e-05 4.77854e-05 8.07476e-05 3.87206e-05
threshold=-0.24219999999999997 -0.087964999999999988 -0.11756999999999999 0.090325000000000003 -0.08348499999999999 0.095575000000000007 -0.068164999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 -3
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.012763114468664098 0.013366597370186979 0.002030987561881309 0.0097449898436482579 0.02075455683600215 -0.024183262029224641 0.0065199250374302674 -0.02265672429479719
leaf_weight=0.0010009754000613403 0.0010003863502614776 0.001084825061597898 0.0019055589164486322 0.0010334401958578075 0.0018528605335391395 0.0015930114528581738 0.0015331628912514305
leaf_count=317 292 138 963 651 958 304 287
internal_value=0 -0.00135607 -0.00299203 0.000876501 -0.00296224 -0.00998931 -0.0124268
internal_weight=0 0.0100032 0.00900286 0.00638487 0.00535143 0.00344587 0.00261799
internal_count=3910 3593 3301 2876 2225 1262 425
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=12
num_cat=0
split_feature=484 15 133 52 16 52 1 12 52 52 43
split_gain=0.00023213 7.06881e-05 5.85275e-05 9.53511e-05 9.68495e-05 8.35427e-05 0.000120747 9.00265e-05 7.33943e-05 0.000196912 5.64071e-05
threshold=-0.0043499999999999988 -0.24219999999999997 0.10064500000000001 -0.27466499999999994 -0.074719999999999995 0.084240000000000023 0.089075000000000015 0.084535000000000013 0.091210000000000013 -0.048794999999999991 -0.062599999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 9 10 -6
right_child=1 2 -4 4 8 -7 7 -9 -10 -11 -12
leaf_value=-0.00088815198154309572 0.00056294811882630141 -0.00049523121663779348 -0.00040275884797857383 0.00045879335445030893 0.00086334065779601209 -0.00056516154879906089 -0.00059512126773436896 0.00018868367348115711 0.00070904139005199438 -0.00047188218403227333 0.00021853604921087623
leaf_weight=0.0010583062927743371 0.0010184232603883915 0.0010389796461323713 0.0011158912989517452 0.0017223362717562018 0.0010179282689335846 0.0010045877819262593 0.0012097562017714804 0.0010544769743225033 0.0013986262578351148 0.0011700684650936539 0.0010697570897141464
leaf_count=612 291 332 493 315 241 551 181 138 291 313 152
internal_value=0 6.73085e-05 2.454e-05 6.91588e-05 0.00012994 -5.98152e-05 6.75286e-05 -0.000230095 0.000333338 0.00017204 0.000532934
internal_weight=0 0.0128208 0.0118024 0.0106865 0.00964754 0.00499116 0.00398657 0.00226423 0.00465638 0.00325775 0.00208769
internal_count=3910 3298 3007 2514 2182 1185 634 319 997 706 393
is_linear=0
shrinkage=0.00196078


Tree=4597
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.72103e-05 5.73294e-05 6.97575e-05 3.48753e-05 7.16846e-05 0.000103098 0.00012606 9.79802e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.17936000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.011526255526702035 -0.019406485249158098 -0.021680524658421726 -0.012073685684442824 -0.011807638669546545 0.038490982545945449 0.037786430097790681 -0.023028146982925199 -0.0013880414837648672
leaf_weight=0.0011468192259183009 0.0015019103380439726 0.0010983396326000646 0.0013694243511243407 0.0010181995182129188 0.001175111639525894 0.0013123001113414679 0.0011068226801243808 0.0012951056041023254
leaf_count=517 856 847 314 138 497 283 208 250
internal_value=0 -0.00141571 0.0018105 0.00535609 0.00814835 0.0138122 0.00501685 0.0175829
internal_weight=0 0.00987721 0.0083753 0.00727696 0.00625876 0.00488934 0.00357704 0.00247022
internal_count=3910 3393 2537 1690 1552 1238 955 747
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=11
num_cat=0
split_feature=484 133 484 42 133 43 16 52 4 49
split_gain=0.000147509 5.96892e-05 0.000111701 0.000111222 0.000136957 0.000105101 0.000126095 8.93164e-05 0.000134285 8.41898e-05
threshold=-0.0043499999999999988 0.10064500000000001 0.088645000000000015 -0.090359999999999982 0.083815000000000014 0.0033500000000000005 -0.30307999999999996 0.086635000000000004 0.05309500000000001 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00072744738972331004 -0.00041348750128993901 -0.00037309289403507866 -0.00052199963391662372 -0.00028584587937203381 0.00091127261074681421 -0.00043206638867298181 0.0004177819999249795 0.0007773584249258287 0.00082973254977811671 -0.00025600958209056598
leaf_weight=0.0010230545282802839 0.0011757778793117643 0.0011757988286389869 0.0010363797957135606 0.0014426581417849218 0.0010016461451064626 0.0010626287892956813 0.0011646823334957473 0.0014794771245102631 0.0010168387188595725 0.0018382648225115958
leaf_count=612 327 517 299 215 345 429 170 298 115 583
internal_value=0 4.72146e-05 9.12672e-05 0.000153689 0.000227735 0.000142201 0.000230106 0.00036546 0.000213861 5.31808e-06
internal_weight=0 0.0123942 0.0112184 0.010182 0.0090062 0.00800455 0.00694192 0.00549926 0.00401979 0.00300295
internal_count=3910 3298 2781 2482 2155 1810 1381 1166 868 753
is_linear=0
shrinkage=0.00196078


Tree=4599
num_leaves=9
num_cat=0
split_feature=150 151 151 4 15 16 0 133
split_gain=1.90711e-05 5.25511e-05 5.03108e-05 4.33834e-05 6.89213e-05 5.44731e-05 4.43829e-05 4.21449e-05
threshold=0.082085000000000019 -0.056409999999999995 -1.0000000180025095e-35 0.24280000000000004 -0.064869999999999983 -0.089864999999999987 -0.082994999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7 -8
right_child=1 -3 3 -5 5 6 7 -9
leaf_value=-0.022027485074841906 0.024967609668728047 -0.0068594463757706533 -0.024679078446225994 0.015451516427541695 -0.017995567259760013 0.025351549768459519 0.010288647221950201 -0.014560440188366908
leaf_weight=0.0011071758985991493 0.0010064799369717127 0.0010706497691200154 0.0011890191746200401 0.0015970441343513492 0.0010651876442236514 0.0010286905268433628 0.0018710908083492848 0.0010744825923431648
leaf_count=360 318 195 730 386 329 401 683 508
internal_value=0 0.00856246 -0.00207543 0.000747446 -0.00302283 0.00208679 0.0074693 0.00122423
internal_weight=0 0.00207713 0.00893269 0.00782551 0.00622847 0.00503945 0.00397426 0.00294557
internal_count=3910 513 3397 3037 2651 1921 1592 1191
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=9
num_cat=0
split_feature=11 13 39 0 1 49 15 3
split_gain=2.07197e-05 2.41318e-05 6.70395e-05 6.76763e-05 4.52319e-05 4.19666e-05 4.03213e-05 6.46329e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 0.076710000000000014 -0.07107999999999999 -0.095799999999999982 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=-0.0022580724423727381 -0.013283775784146606 -0.017703962781869045 0.020820311025762102 -0.027928272620258005 0.025949644826469848 -0.0081436810786044769 -0.007521602060012525 0.024991828761373777
leaf_weight=0.001272702858586155 0.0010696743806842502 0.0011397153109794483 0.0011566233466660221 0.0010988899034651729 0.0010273571563055054 0.001669565567783199 0.0010254861012612881 0.0015141579815122405
leaf_count=221 279 156 366 328 285 319 1533 423
internal_value=0 0.00136617 -0.00134848 -0.00532517 0.0103413 -0.000681559 0.00392755 0.0118632
internal_weight=0 0.0099045 0.00760444 0.00644781 0.00230006 0.00534892 0.00420921 0.00253964
internal_count=3910 3631 3125 2759 506 2431 2275 1956
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=11
num_cat=0
split_feature=484 52 484 52 150 42 151 12 0 1
split_gain=0.000195251 6.2478e-05 8.90541e-05 0.000143736 0.000172981 5.48303e-05 5.70328e-05 9.19768e-05 0.000103751 0.000115065
threshold=-0.0043499999999999988 -0.27466499999999994 0.08764000000000001 -0.048794999999999991 0.086420000000000011 -1.0000000180025095e-35 -0.0008699999999999999 0.095295000000000019 -0.074514999999999984 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 8 9 -8
right_child=1 2 -4 5 -6 6 7 -9 -10 -11
leaf_value=-0.00082207376569274086 -0.00037077210485443569 0.00089880378063131121 -0.00044935949844108754 -0.00032612497085568985 -0.0001176412841508939 -0.00028034769651536618 -0.00027531672449590099 -0.00023909254678921077 0.00085504389143509967 0.00057686029227792777
leaf_weight=0.0010656864632417147 0.0012173789928185625 0.0017833634110277939 0.001045348707152483 0.0014848099081614715 0.0010072972422868857 0.0012518409098858313 0.0012792770136398222 0.0013907631535253762 0.001102923113018941 0.0011629666866938726
leaf_count=612 379 412 315 751 125 200 535 257 162 162
internal_value=0 5.16496e-05 9.63334e-05 0.000150852 0.000531915 1.22521e-05 9.34486e-05 0.00018825 0.000355896 0.00013048
internal_weight=0 0.012726 0.0115086 0.0104632 0.00279066 0.00767258 0.00618777 0.00493593 0.00354517 0.00244224
internal_count=3910 3298 2919 2604 537 2067 1316 1116 859 697
is_linear=0
shrinkage=0.00196078


Tree=4602
num_leaves=11
num_cat=0
split_feature=484 42 47 0 1 15 3 1 4 3
split_gain=0.000107618 4.13914e-05 4.9887e-05 9.82585e-05 8.14203e-05 6.37837e-05 8.79479e-05 7.13081e-05 5.70466e-05 3.35271e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 0.087850000000000025 -0.10462499999999998 0.11235500000000002 1.0000000180025095e-35 -0.082139999999999977 1.0000000180025095e-35 -1.0000000180025095e-35 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 9 -9 -3
right_child=1 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00059976422748423135 -0.00032212052722951429 -0.00029766696702804237 -0.00057608610197856531 0.00022770066946913167 0.0006275226288402553 0.00017532966929443425 -0.00061062000688256123 0.00072941157327496809 0.00015281100737948202 0.00019056358547990337
leaf_weight=0.0010819666881606268 0.0010624702559093478 0.001124978134232375 0.0011537694450683735 0.0011855419908057144 0.0012011873077453139 0.0011395273775345223 0.0010534074451299634 0.0012147101515648903 0.0014437821734973062 0.0010413010107271023
leaf_count=627 254 518 97 263 402 606 545 330 189 79
internal_value=0 4.67772e-05 8.38993e-05 -0.000168734 0.000155805 7.50638e-05 -0.000202212 0.00020109 0.00041627 -6.29812e-05
internal_weight=0 0.0116207 0.0105582 0.00233931 0.00821889 0.00701771 0.00219293 0.00482477 0.00265849 0.00216628
internal_count=3910 3283 3029 360 2669 2267 1151 1116 519 597
is_linear=0
shrinkage=0.00196078


Tree=4603
num_leaves=9
num_cat=0
split_feature=0 4 43 160 15 4 13 15
split_gain=1.83973e-05 3.91971e-05 3.4113e-05 4.72812e-05 5.31859e-05 8.75523e-05 8.84277e-05 4.27445e-05
threshold=-1.0000000180025095e-35 -0.48072499999999996 -0.079374999999999987 0.086110000000000006 -0.19153499999999998 -0.06272999999999998 -0.060719999999999989 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -6 -7 -1
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=-0.025671904109636035 -0.0057709388238928027 0.02178840096920857 -0.014719605527343166 -0.01807578026605652 -0.012404929742117581 0.039286226725066618 0.0052081721069852562 0.00031873702931344027
leaf_weight=0.0011891056923968375 0.0010014987990998312 0.0010647570713454995 0.0010440451162031898 0.0010041986003601049 0.0012138320012085079 0.0012926216256724098 0.0018529831053148676 0.001352479079289808
leaf_count=682 187 207 252 217 975 442 416 532
internal_value=0 0.00843059 -0.00203813 0.00185024 0.00555335 0.0104085 0.0192118 -0.0118412
internal_weight=0 0.00206626 0.00894927 0.00640768 0.00540348 0.00435944 0.0031456 0.00254158
internal_count=3910 394 3516 2302 2085 1833 858 1214
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=10
num_cat=0
split_feature=150 151 151 4 0 4 4 16 4
split_gain=1.85553e-05 4.47936e-05 4.08561e-05 4.34096e-05 6.54889e-05 4.95666e-05 5.04895e-05 2.36495e-05 2.18662e-05
threshold=0.082085000000000019 -0.056409999999999995 -1.0000000180025095e-35 0.27608500000000008 -0.11756999999999999 0.070230000000000015 -0.054534999999999993 -0.074719999999999995 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 -6 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.020074042926238392 0.023609724430468861 -0.0057901951018748945 -0.023785393926902751 0.018851804514108766 -0.008210172581795008 0.021149162223512031 -0.021366151303412517 -0.00021568306255761047 0.019802688157766386
leaf_weight=0.0011019164427439939 0.0010051104642903187 0.0010698357386307244 0.0011920225890006747 0.0011057907101276803 0.0011400192752995422 0.001091384628669108 0.0010865996306448225 0.0011174845902602465 0.0010663181157488457
leaf_count=360 318 195 258 312 778 171 810 200 508
internal_value=0 0.00845122 -0.00204975 0.000496695 -0.00253549 0.00206852 -0.00265309 0.00346444 0.00955899
internal_weight=0 0.00207495 0.00890154 0.00779962 0.00669383 0.00550181 0.00441042 0.00332382 0.0021838
internal_count=3910 513 3397 3037 2725 2467 2296 1486 708
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=8
num_cat=0
split_feature=47 4 1 2 4 0 15
split_gain=2.15973e-05 4.99923e-05 5.35342e-05 5.6388e-05 5.89543e-05 7.72458e-05 5.87964e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.10946500000000002 -0.08422499999999998 -0.084304999999999977 -0.091024999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.016439423024540673 -0.012997960828722892 0.015778660776131156 -0.022373619799508887 0.02305043655293651 0.0081940673839028966 0.024375129715397834 -0.023314460043642876
leaf_weight=0.0019968326306370869 0.001153872634339948 0.0019536297893513908 0.0011169587375944494 0.0010098723783473987 0.001333355575852384 0.0013123892486641641 0.0010654948816447604
leaf_count=678 179 512 203 310 421 927 680
internal_value=0 0.00146705 -0.00210154 0.001269 -0.00258458 0.00487002 -0.00580104
internal_weight=0 0.00978853 0.0078349 0.00671794 0.00570807 0.00371124 0.00239885
internal_count=3910 3731 3219 3016 2706 2028 1101
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=8
num_cat=0
split_feature=12 52 12 2 52 13 2
split_gain=1.89025e-05 6.5077e-05 6.86086e-05 0.000130969 4.61663e-05 6.93879e-05 0.000100077
threshold=0.051320000000000005 0.098910000000000012 0.097345000000000015 0.086130000000000012 0.09716000000000001 -0.00059999999999999995 0.092450000000000018
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.022378154784789349 -0.032328859621178416 -0.026579756178814435 0.018269983557668231 0.011686500544151707 0.021447161478889486 0.0089253172465440424 -0.025339043749850361
leaf_weight=0.0010047939866209038 0.0012375256134081649 0.0010537564763738409 0.0015125238662921018 0.0014899024978399153 0.0011929684718214395 0.00177630698479369 0.0016388644923143604
leaf_count=450 877 615 495 872 170 175 256
internal_value=0 -0.00433927 0.00118816 -0.00828474 0.00399044 -0.000721209 -0.00751738
internal_weight=0 0.00529371 0.00423995 0.00272743 0.00561293 0.00441997 0.00341517
internal_count=3910 2859 2244 1749 1051 881 431
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=10
num_cat=0
split_feature=484 474 160 42 42 43 15 2 3
split_gain=0.000189591 5.29175e-05 7.98829e-05 0.000104301 7.19206e-05 8.55196e-05 9.08756e-05 9.15548e-05 0.000101415
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.091955000000000023 -0.054854999999999994 1.0000000180025095e-35 0.087995000000000004 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.00082908236985620336 -0.00044944978569447225 0.00048305708841815388 -0.00034050048325260924 0.00072429030519844621 -0.0002076129987976966 -0.00021254787116400297 -0.00030987258822419097 0.00090437396267241843 0.00016483566729989248
leaf_weight=0.0010181426500734539 0.0012725247761083544 0.0010034280216590303 0.0018993680074567794 0.0012424728765256217 0.0015555912190760059 0.0010072204657356619 0.0012465780590387738 0.0012211116493537795 0.0017130543407491883
leaf_count=612 556 318 844 308 558 130 267 166 151
internal_value=0 5.17494e-05 1.2962e-05 7.24873e-05 0.000170711 0.000262231 0.000151572 0.000297518 0.000472609
internal_weight=0 0.0121613 0.0111579 0.0098854 0.00798603 0.00643044 0.00518796 0.00394139 0.00293417
internal_count=3910 3298 2980 2424 1580 1022 714 447 317
is_linear=0
shrinkage=0.00196078


Tree=4608
num_leaves=10
num_cat=0
split_feature=484 42 43 3 42 3 16 2 0
split_gain=9.68621e-05 3.45872e-05 4.48886e-05 9.52656e-05 6.07793e-05 6.66055e-05 4.89928e-05 0.000132512 7.94995e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.078669999999999976 0.078965000000000021 -0.089604999999999976 -0.19424999999999998 0.11260500000000001 -0.15291499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 8 -8
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.00058595641245602669 -0.00029806805443940775 7.9288376760141599e-06 0.00052577090613761671 0.00070349351488144664 -0.00045367056011207351 -0.00035902715192172665 0.00026209224377793123 0.00064123265666035992 -0.00044021706702938954
leaf_weight=0.0010184587921255256 0.0010240745049613859 0.001996155069922183 0.0010107083077259002 0.0012195645013393383 0.001007686006602177 0.0012683953475771705 0.0010326062999298975 0.0011482971404599279 0.0015496354154081386
leaf_count=627 254 673 251 387 772 208 81 148 509
internal_value=0 4.54985e-05 7.9881e-05 0.000271722 -8.03113e-06 6.66929e-05 -2.61257e-05 8.70619e-05 -0.000159372
internal_weight=0 0.0112571 0.010233 0.00321572 0.00701733 0.00600964 0.00499893 0.00373054 0.00258224
internal_count=3910 3283 3029 1060 1969 1197 946 738 590
is_linear=0
shrinkage=0.00196078


Tree=4609
num_leaves=9
num_cat=0
split_feature=47 52 4 4 3 13 49 13
split_gain=1.99589e-05 4.90516e-05 5.3716e-05 5.5752e-05 6.86964e-05 6.49897e-05 6.43949e-05 6.23655e-05
threshold=0.11669500000000001 0.11401500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.078884999999999997 -0.0038299999999999996 -0.045004999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -6
right_child=-2 -3 -4 6 7 -7 -8 -9
leaf_value=-0.024831984083122236 -0.012542217032962908 -0.017894743574500278 0.021411981980030616 0.0065542291482664763 0.032760397514626102 0.0097415192501460347 -0.02681020628918538 0.0018459830604629912
leaf_weight=0.001024846890156392 0.0011479894308371102 0.0011614738842551852 0.0014691439218323735 0.0010290950387760239 0.0013260904491626769 0.0011580750238943801 0.0013210754861139916 0.0012848152318162592
leaf_count=1110 179 606 397 116 391 451 442 218
internal_value=0 0.00139617 0.00399753 0.0004163 0.0066017 -0.00649019 -0.0122006 0.0175475
internal_weight=0 0.00977462 0.00861314 0.007144 0.00479383 0.00218292 0.00235017 0.00261091
internal_count=3910 3731 3125 2728 2170 1561 558 609
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=9
num_cat=0
split_feature=14 0 0 1 13 1 16 12
split_gain=1.92235e-05 3.37474e-05 4.15908e-05 8.12936e-05 4.33636e-05 4.06518e-05 5.04178e-05 2.88923e-05
threshold=-1.0000000180025095e-35 -0.10575999999999998 -0.017269999999999997 0.096230000000000024 -0.017604999999999999 0.091560000000000016 -0.27337499999999998 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -4 -2 -7 -3
right_child=1 2 4 -5 -6 6 -8 -9
leaf_value=-0.012833993489947751 -0.0038710081765015295 -0.011328075439271423 -0.0078982911406091476 -0.03045676408414701 0.020154318951890491 0.0005657822468656125 0.029814653327226999 0.011043475969506682
leaf_weight=0.0010632379448297447 0.0016102373255106779 0.0010522374729002107 0.0010209570733006978 0.0012754263606684535 0.0011971789767109809 0.0010685343111700401 0.0013141414560053264 0.0012789525600074884
leaf_count=196 299 790 101 423 299 182 171 1449
internal_value=0 0.00132164 -0.00353261 -0.0101594 0.00724235 0.00840288 0.0166977 0.00094555
internal_weight=0 0.00981767 0.00582475 0.00360662 0.00221814 0.00399291 0.00238268 0.00233119
internal_count=3910 3714 3062 2662 400 652 353 2239
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=10
num_cat=0
split_feature=484 1 4 157 52 49 3 3 12
split_gain=0.000156307 6.41138e-05 8.56998e-05 7.96925e-05 0.000110089 9.03089e-05 9.91961e-05 0.000110771 4.45766e-05
threshold=-0.0043499999999999988 0.076710000000000014 -0.083329999999999987 -0.073574999999999988 0.06136500000000001 -0.045004999999999996 0.090325000000000003 -0.078884999999999997 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 5 -5 7 -7 -2
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00074511356479238836 0.00034907691644829342 0.00065765090094019828 -0.00046374724075866287 0.00033521130669073886 0.00055305146109408342 -0.0004669582220322421 -0.00065434285707970162 0.00034618866586766286 -0.00020032124401670918
leaf_weight=0.0010057743631307564 0.0012948633164061966 0.0010702548889230078 0.0017886818477099594 0.0017017725912739159 0.0015158601928807452 0.0010969681376010252 0.0012777846971496719 0.0015601385775831898 0.0010112107041300197
leaf_count=612 291 228 1249 276 279 411 168 300 96
internal_value=0 5.88068e-05 -0.000141658 0.000158634 8.39643e-05 -4.21866e-05 -0.000205405 1.04866e-05 0.000108166
internal_weight=0 0.0123175 0.00409476 0.00822278 0.00715252 0.00563666 0.00393489 0.00265711 0.00230607
internal_count=3910 3298 1636 1662 1434 1155 879 711 387
is_linear=0
shrinkage=0.00196078


Tree=4612
num_leaves=10
num_cat=0
split_feature=484 133 484 133 15 12 4 0 15
split_gain=0.000104204 5.14245e-05 7.26697e-05 9.2584e-05 7.68768e-05 9.75453e-05 0.000195079 8.46352e-05 4.15238e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 0.065880000000000008 1.0000000180025095e-35 0.093375000000000014 -0.0017649999999999999 -0.12329499999999999 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -6
right_child=1 -3 -4 -5 8 -7 7 -9 -10
leaf_value=-0.00060380812517874134 0.00080178714470004598 -0.00036997259583506574 -0.00040813181098144893 0.00068302003014183521 -0.00053893640843406072 -0.00028816797888230755 0.00024499764200839431 -0.00042903552533709574 5.9574142965201376e-06
leaf_weight=0.001063745440212832 0.0018703235763065859 0.0010820226768941564 0.0010606028404550041 0.0010470972530800217 0.001031458306022119 0.0013757879531328104 0.0019675664116863812 0.0011261633080795626 0.0011232149140461382
leaf_count=627 341 516 327 388 532 329 203 301 346
internal_value=0 3.72154e-05 7.87715e-05 0.000132893 6.50808e-05 0.000173826 0.000301868 -3.60385e-07 -0.000254887
internal_weight=0 0.0116842 0.0106022 0.00954161 0.00849451 0.00633984 0.00496405 0.00309373 0.00215467
internal_count=3910 3283 2767 2440 2052 1174 845 504 878
is_linear=0
shrinkage=0.00196078


Tree=4613
num_leaves=10
num_cat=0
split_feature=484 133 52 52 160 12 3 151 1
split_gain=9.88105e-05 5.09511e-05 6.27798e-05 7.14854e-05 6.83911e-05 6.97821e-05 0.00011398 7.6651e-05 6.99621e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 0.087260000000000018 0.091555000000000011 -0.08348499999999999 -0.0080899999999999982 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=-0.00058445978637460775 -0.00037656546470706199 -0.00036080955270525496 0.00058851082884911325 0.00072574761544802263 -0.00040629998343692363 -0.00018789430291978705 -0.00035745236376969478 -7.3897743503486345e-05 0.00050356236551140092
leaf_weight=0.0010620416142829896 0.0010477532722146981 0.0011107466922965258 0.0011467161947369972 0.0014042812183746554 0.0010316751426369111 0.001966325507872459 0.0011249024724160716 0.0015005886590395143 0.0017442624297856581
leaf_count=627 334 516 257 581 161 491 198 472 273
internal_value=0 3.93647e-05 7.98965e-05 0.000128114 6.79293e-05 0.000131137 0.000239782 8.36102e-05 0.000236515
internal_weight=0 0.0120773 0.0109665 0.00991875 0.00877204 0.00774036 0.00577403 0.00436975 0.00324485
internal_count=3910 3283 2767 2433 2176 2015 1524 943 745
is_linear=0
shrinkage=0.00196078


Tree=4614
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 2 3 151 16 0 0
split_gain=0.000164818 7.98737e-05 9.20593e-05 0.000119636 9.15381e-05 7.52768e-05 0.000130893 0.000184425 8.32266e-05 0.000125442 5.35781e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.059294999999999994 0.087995000000000004 0.12046500000000002 -0.0088999999999999982 -0.15168999999999996 -0.066689999999999985 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 8 7 -7 -6 -10 -3
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00076579674113701147 -0.00046159663291118065 -0.00066314237327989227 0.00061484451206349742 0.00070454012971075421 0.00034305988944133774 -5.0077877103089264e-05 -0.00026588149695558198 0.0010320024296552701 -0.00067226319383422025 0.00021276839492046802 -7.6090187702920669e-05
leaf_weight=0.0010372660045125858 0.001088027123433268 0.0011160783970153405 0.0011732298560002625 0.0010003137828918981 0.0010238515205946118 0.0011281047883075932 0.0011756960247109247 0.0013073393710615823 0.0015390589640136999 0.0010263191040696764 0.0012869254580833041
leaf_count=612 152 801 152 194 157 130 148 212 510 103 739
internal_value=0 4.67076e-05 9.3668e-05 3.60032e-05 0.000148745 7.15306e-05 0.000271407 0.00053078 -0.000129566 -0.000318193 -0.000348747
internal_weight=0 0.0128649 0.0117769 0.0106037 0.00820068 0.00720037 0.00361114 0.00243544 0.00358923 0.00256538 0.002403
internal_count=3910 3298 3146 2994 1454 1260 490 342 770 613 1540
is_linear=0
shrinkage=0.00196078


Tree=4615
num_leaves=11
num_cat=0
split_feature=484 42 133 133 3 3 43 16 52 1
split_gain=9.50454e-05 5.52701e-05 4.96962e-05 8.06251e-05 9.95538e-05 0.000163407 0.000132741 8.24192e-05 0.000109006 4.77838e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 0.099765000000000006 0.077945 -0.11266 -0.078884999999999997 -0.06705499999999999 -0.19424999999999998 -0.074484999999999982 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 -9 -10
right_child=1 2 -4 -5 5 6 7 8 9 -11
leaf_value=-0.0005792397981737755 -0.00039055562487677717 0.00047358716771317958 -0.00033531185263953621 0.00064036293630730318 -0.00077101910780671891 0.00072241178394298296 -0.00046955073430490383 -0.00030208435757120739 9.6960520622216839e-05 0.00070161803399799441
leaf_weight=0.0010502766871283717 0.0010603345107979547 0.0017787127520059393 0.0010089500137916456 0.0010306606017062249 0.0010201858079358153 0.0010192424075671086 0.0013404155269049461 0.0014758846029545285 0.001003671960548292 0.0010062626167292191
leaf_count=627 254 290 484 452 778 215 202 214 253 141
internal_value=0 3.6423e-05 7.87986e-05 0.000121984 6.01778e-05 -4.69257e-05 7.94472e-05 -5.63392e-05 0.000102555 0.000399679
internal_weight=0 0.0117443 0.010684 0.00967504 0.00864438 0.00686566 0.00584548 0.00482623 0.00348582 0.00200993
internal_count=3910 3283 3029 2545 2093 1803 1025 810 608 394
is_linear=0
shrinkage=0.00196078


Tree=4616
num_leaves=9
num_cat=0
split_feature=1 0 151 16 51 4 16 4
split_gain=2.00252e-05 4.14784e-05 3.22518e-05 4.51431e-05 5.95951e-05 5.11745e-05 7.78275e-05 6.09513e-06
threshold=0.076710000000000014 0.047345000000000005 -0.086769999999999986 -0.055679999999999993 -0.095324999999999979 0.24280000000000004 -0.088504999999999986 -0.018664999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 5 -5 6 -4 -1
right_child=2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.0212810134205733 0.019479088597040381 0.0062588405063941366 -0.017242899857270639 0.0078287318295594422 -0.021888639663063886 0.022685709956509616 0.01922656413040039 -0.010245591845951193
leaf_weight=0.0010011973105428815 0.0010048796119941352 0.0014928974472234974 0.0013558647771176593 0.0011607998756715718 0.0016118782200421986 0.0013809321614819494 0.0010294434544754526 0.0010008078847473546
leaf_count=1053 186 95 235 252 563 338 328 860
internal_value=0 -0.00635685 0.00279978 0.000236555 -0.00944727 0.00736571 -0.00150353 -0.0157644
internal_weight=0 0.0034949 0.0075438 0.00653892 0.00277268 0.00376624 0.00238531 0.00200201
internal_count=3910 2008 1902 1716 815 901 563 1913
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=8
num_cat=0
split_feature=12 4 4 16 0 150 16
split_gain=1.92948e-05 4.30714e-05 9.13197e-05 3.064e-05 9.74216e-05 4.09504e-05 3.60557e-05
threshold=0.088590000000000016 0.08734500000000002 -0.084009999999999987 0.032820000000000009 -0.084304999999999977 0.082965000000000025 -0.071799999999999989
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.016467538385785078 0.0030884657909347694 0.0081649923960231494 -0.036878488469033639 -0.0079556339774779442 0.030180614009427092 0.014082022061451023 0.0069033526107690193
leaf_weight=0.0017513871102732836 0.001317994662336707 0.0013575259666892677 0.0010096277256116631 0.0019237629661921539 0.0013348649473603758 0.0012524098272924528 0.0010594358294462739
leaf_count=623 284 245 1182 415 518 269 374
internal_value=0 -0.00599128 -0.0142476 0.0028806 0.0067424 -0.00095759 -0.00765874
internal_weight=0 0.00368515 0.00232762 0.00732186 0.0053981 0.00406323 0.00281082
internal_count=3910 1711 1466 2199 1784 1266 997
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 4 2 151 1 16 16
split_gain=0.000220782 9.03993e-05 0.000144042 0.000124923 0.000113436 7.48648e-05 5.87042e-05 5.65594e-05 0.000107756 0.000118749 0.000106447
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.083329999999999987 0.086650000000000019 -0.044604999999999992 0.095575000000000007 -0.055679999999999993 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 7 -3 -6 -5 10 -10 -9
right_child=1 2 -4 4 6 -7 -8 8 9 -11 -12
leaf_value=-0.00089526281314960578 -0.00043632812779983955 -0.00016269092013497963 0.00035509861535189681 -9.2368419619755536e-06 -0.0004779589322891465 -0.00090267203178331793 0.00016389250688117807 -0.00019610738103857157 0.0011760377887861755 0.00029129304611744307 0.00063927792596949189
leaf_weight=0.0010142568297161784 0.0011987664809146635 0.0010661096289582405 0.0010738322386209293 0.001129622192014965 0.0010326954957561509 0.0010368919502769598 0.001166879610712483 0.0012901995641047552 0.0012903676232895853 0.0010643275869133132 0.0010750970346227505
leaf_count=612 280 395 620 191 243 338 429 296 170 173 163
internal_value=0 5.61687e-05 -0.000229192 0.000154195 0.000242142 -0.000527541 -0.000137455 0.000384878 0.0004792 0.000776131 0.0001836
internal_weight=0 0.0124248 0.00317683 0.00924796 0.00804919 0.002103 0.00219958 0.00584961 0.00471999 0.0023547 0.0023653
internal_count=3910 3298 1353 1945 1665 733 672 993 802 343 459
is_linear=0
shrinkage=0.00196078


Tree=4619
num_leaves=10
num_cat=0
split_feature=484 1 42 42 3 2 151 3 15
split_gain=9.20828e-05 4.37598e-05 7.54465e-05 6.1238e-05 6.1679e-05 8.57441e-05 9.64763e-05 7.90736e-05 5.41726e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.091955000000000023 -1.0000000180025095e-35 0.12046500000000002 0.086650000000000019 -0.0080899999999999982 -0.077894999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 -8
right_child=1 -3 -4 4 -6 6 8 -9 -10
leaf_value=-0.0005757787557412351 -0.00029330982160795372 0.0003517574365783373 -0.00046442639784142402 -0.00045190934236212185 -0.0002031467076107752 -7.8645863797759981e-05 0.00092907296340246259 0.00029348864566218144 0.00033840436593925589
leaf_weight=0.00103406097139802 0.0016137273399874216 0.0014639601111111145 0.0012379597901169366 0.0010851094507043854 0.0016599117789760642 0.0010368368321194213 0.0012098750007236657 0.0011036905452803546 0.0011784133039277449
leaf_count=627 945 323 606 402 114 200 240 178 275
internal_value=0 3.48884e-05 -1.09249e-05 5.22439e-05 0.000128906 0.000227087 0.000420802 -7.60464e-05 0.000637629
internal_weight=0 0.0115895 0.0101255 0.00888756 0.00727384 0.00561393 0.00342513 0.0021888 0.00238829
internal_count=3910 3283 2960 2354 1409 1295 715 580 515
is_linear=0
shrinkage=0.00196078


Tree=4620
num_leaves=10
num_cat=0
split_feature=484 3 1 16 0 133 150 3 52
split_gain=0.000102981 5.92102e-05 5.00809e-05 7.71461e-05 7.18125e-05 6.62193e-05 6.44803e-05 7.45548e-05 7.63067e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 1.0000000180025095e-35 -0.27337499999999998 -0.083674999999999986 1.0000000180025095e-35 0.087235000000000021 0.090325000000000003 -0.0013649999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 8 -5
right_child=1 2 3 6 5 -7 -8 -9 -10
leaf_value=-0.00058792203322587892 0.00048714060773841992 -0.00061671202785770762 -0.00028360187496059754 0.00085935874016585781 0.00026239653936550872 -0.0003772161896302749 -0.00022859323148048696 -4.7235889369192615e-05 0.00022666916010269554
leaf_weight=0.0010922935951966648 0.001043871591283837 0.0010703827814875265 0.00164190135432506 0.0012159765848530216 0.0014544203657153327 0.0010877307642789911 0.0010987505187355293 0.00157279334845514 0.0018447786933949812
leaf_count=627 225 793 322 309 371 429 150 196 488
internal_value=0 4.08731e-05 -1.52763e-06 9.11297e-05 -0.000190667 -1.12797e-05 0.000198464 0.000299732 0.000478024
internal_weight=0 0.0120306 0.0109867 0.0073742 0.00361253 0.00254215 0.0057323 0.00463355 0.00306076
internal_count=3910 3283 3058 1465 1593 800 1143 993 797
is_linear=0
shrinkage=0.00196078


Tree=4621
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 0
split_gain=2.07056e-05 2.6212e-05 8.16311e-05 4.09213e-05 4.00394e-05 5.36318e-05 3.45257e-05
threshold=0.078340000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 -0.016619999999999996 -0.083424999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.010461176623621546 -0.013819013521857168 -0.007609412174880756 0.024935693932194608 0.013109695396593138 -0.0014958518958545569 -0.031303312716255853 -0.010648688908375845
leaf_weight=0.0018104522886777863 0.0010027465093452219 0.0015166023575301777 0.0015670131268561542 0.0014060234220029163 0.0012704250959113838 0.0011500858200654994 0.001354352387643015
leaf_count=575 263 115 601 421 1150 172 613
internal_value=0 0.00124886 0.00892916 -0.00213864 -0.00597719 -0.0156586 0.00142738
internal_weight=0 0.010075 0.00308362 0.00699134 0.00558532 0.00242051 0.0031648
internal_count=3910 3647 716 2931 2510 1322 1188
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=10
num_cat=0
split_feature=484 133 484 16 160 151 1 2 13
split_gain=0.000203774 6.60974e-05 7.07624e-05 7.39159e-05 0.000142667 5.83509e-05 9.85225e-05 4.67684e-05 4.20251e-05
threshold=-0.0043499999999999988 0.10064500000000001 0.088645000000000015 -0.014099999999999998 -0.075234999999999982 -0.0088999999999999982 0.10113500000000002 0.086875000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -6 -7
right_child=1 -3 -4 4 7 6 -8 -9 -10
leaf_value=-0.0008603209262151955 -0.00031891021974582082 -0.0003912398765918489 -0.00039156055949773026 0.00098840191330142567 -0.00016159813813560871 -0.00038955938775650593 0.00045328688738054303 0.0003335736635712286 0.00010147799174439046
leaf_weight=0.0010133781312637842 0.0015319247940191435 0.0011637681194080892 0.0010266884077791737 0.0010191037317017317 0.0011938864160119366 0.001229077252455259 0.0019872103711638051 0.0019009955713625544 0.001473408624084973
leaf_count=612 226 517 299 256 234 822 284 420 240
internal_value=0 5.3816e-05 9.94003e-05 0.00014817 0.000352086 1.33325e-05 0.000121862 0.000142555 -0.000121843
internal_weight=0 0.0125261 0.0113623 0.0103356 0.00411399 0.00622162 0.0046897 0.00309488 0.00270249
internal_count=3910 3298 2781 2482 910 1572 1346 654 1062
is_linear=0
shrinkage=0.00196078


Tree=4623
num_leaves=11
num_cat=0
split_feature=484 474 1 42 0 2 3 2 12 49
split_gain=0.000187873 6.67926e-05 6.42533e-05 0.000100452 9.28967e-05 9.45918e-05 0.000111804 7.83938e-05 5.69887e-05 1.27732e-06
threshold=-0.0043499999999999988 0.084655000000000022 0.12864500000000004 0.091955000000000023 -0.084304999999999977 0.086915000000000006 0.11818000000000002 0.10362500000000001 0.086865000000000012 -0.027609999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 8 -6 -7
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00083351551856669366 -0.00053443896103583678 0.00051243532290227046 0.00038067534920178015 -0.00055848944696530658 7.7125841963977099e-05 0.00036902677158235915 -0.00045723646962647976 -0.00018832378095819414 0.00066534059130439818 0.00026995568426418947
leaf_weight=0.0010125224465638493 0.001680612143025023 0.0010730453355799275 0.0014865797995710526 0.0013270356312261615 0.0010422876585842336 0.0010008562558154136 0.0011063194298805978 0.0010982745386894244 0.0016136281837886106 0.0010005032935110746
leaf_count=612 503 318 279 582 264 152 83 240 513 364
internal_value=0 4.48304e-05 6.46122e-07 -5.65952e-05 2.13718e-05 -0.000159681 4.29854e-05 0.000252296 0.000434502 0.0003195
internal_weight=0 0.0124291 0.0113561 0.00986952 0.00854248 0.00478829 0.00310768 0.00375419 0.00265592 0.00200136
internal_count=3910 3298 2980 2701 2119 1102 599 1017 777 516
is_linear=0
shrinkage=0.00196078


Tree=4624
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 15 47 48 42 15
split_gain=0.00010359 6.98212e-05 0.000100663 8.52917e-05 5.90046e-05 0.000172154 7.46516e-05 0.000162311 5.72078e-05 4.73884e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.09252500000000001 0.086285000000000014 0.083725000000000008 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 -5 -3 -8
right_child=1 2 -4 4 -6 -7 9 -9 -10 -11
leaf_value=-0.00059350195909099908 -0.00044896625683784458 -0.00057174629374070389 0.00063298419043477706 0.00063932106865080237 -0.00025091319828884478 0.000856011595260183 7.0610077968502385e-05 -0.00026580823080447371 3.1615689785719416e-05 -0.00050879723958963021
leaf_weight=0.0010952534377051413 0.0010483489065615864 0.0013484805845684631 0.0011386082083591912 0.0017173424989402682 0.0013758055560883506 0.0012316578166832607 0.0010248412241496232 0.0013688258427063749 0.0010945857160926317 0.0011535856779929625
leaf_count=627 151 799 152 412 445 171 107 183 731 132
internal_value=0 3.53766e-05 7.97081e-05 1.86361e-05 0.000117964 0.000196086 4.16957e-05 0.000237864 -0.000301417 -0.000236215
internal_weight=0 0.0125021 0.0114537 0.0103151 0.00787206 0.00649625 0.0052646 0.00308617 0.00244307 0.00217843
internal_count=3910 3283 3132 2980 1450 1005 834 595 1530 239
is_linear=0
shrinkage=0.00196078


Tree=4625
num_leaves=10
num_cat=0
split_feature=484 133 150 3 48 16 1 4 13
split_gain=8.1991e-05 5.7181e-05 5.75376e-05 0.000125326 9.29609e-05 6.09227e-05 5.61318e-05 6.39855e-05 5.75712e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.090695000000000012 0.090325000000000003 0.084260000000000015 -0.10486499999999999 0.10113500000000002 -0.15333499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2 -9
right_child=1 -3 -4 5 -6 -7 -8 8 -10
leaf_value=-0.00053601795073173906 0.00041209800454594306 -0.0003922854310603701 -0.0002914132447865417 -0.00055760248011255272 0.00071891484260759879 1.8768022070884265e-05 0.00046445365759868539 -0.00044293430855060447 0.00015511665064603082
leaf_weight=0.0010587259652479935 0.0011132375606340774 0.0011050773315296808 0.0014297853643225012 0.0011505695603419707 0.0014505920400383013 0.0018209840780289142 0.0015865837555136121 0.0012800877598871706 0.0011980464525976724
leaf_count=627 97 516 313 129 355 189 359 1026 299
internal_value=0 3.29464e-05 7.55501e-05 0.000130204 0.000280205 -0.0002044 0.000157301 2.16088e-05 -0.000153808
internal_weight=0 0.012135 0.0110299 0.0096001 0.00662855 0.00297155 0.00517796 0.00359137 0.00247813
internal_count=3910 3283 2767 2454 2136 318 1781 1422 1325
is_linear=0
shrinkage=0.00196078


Tree=4626
num_leaves=9
num_cat=0
split_feature=1 0 47 48 16 1 43 2
split_gain=1.90675e-05 3.68424e-05 3.54582e-05 6.01814e-05 8.72031e-05 6.58664e-05 2.41296e-05 2.19316e-05
threshold=0.076710000000000014 0.047345000000000005 0.09252500000000001 0.086215000000000014 -0.088144999999999987 0.10647000000000001 -0.024279999999999996 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 -4 -1
right_child=2 -3 6 -5 5 -7 -8 -9
leaf_value=-0.0044077085833684766 0.033195604003618456 0.0056130199298332654 0.002716524016099349 -0.0099459829750386374 0.015233357218452898 -0.017330110778438327 -0.018820002310121483 -0.025139594504168541
leaf_weight=0.0010016602318749595 0.0014206432288860703 0.0015150817784771718 0.0010018866288181918 0.0015455096000841486 0.0015745317527530345 0.0010258677831107592 0.0010821360922287453 0.0010401106971660076
leaf_count=1034 434 95 170 263 645 232 158 879
internal_value=0 -0.00620178 0.00265998 0.0068255 0.0132717 0.00238694 -0.00846639 -0.0149689
internal_weight=0 0.00355685 0.00765058 0.00556655 0.00402104 0.0026004 0.00208402 0.00204177
internal_count=3910 2008 1902 1574 1311 877 328 1913
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=11
num_cat=0
split_feature=484 42 43 484 42 16 150 13 2 4
split_gain=0.000201927 5.38613e-05 8.31448e-05 0.000128237 0.000135422 0.000158692 0.000140295 0.000124625 6.52746e-05 7.61899e-05
threshold=-0.0043499999999999988 0.091955000000000023 0.12512500000000001 0.08764000000000001 -0.09602999999999999 -0.19424999999999998 0.086025000000000018 -0.084184999999999996 0.081110000000000015 -0.030814999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 -10
right_child=1 -3 -4 -5 5 6 -8 8 9 -11
leaf_value=-0.00082764413515125693 -0.00054697031031779254 -0.00026197948272644656 0.00062331433670164218 -0.0005931482060429332 -0.00026566911741681456 -2.1460659449594698e-05 -0.00022468909913346365 0.00029956588659435258 0.00058515211222039977 0.0012697412783764564
leaf_weight=0.0010584782122708631 0.0010039749010391638 0.0016994385745029593 0.0011048343371446107 0.0010462786422012855 0.0019757082608266854 0.0012121471011732974 0.0012042558540843133 0.0010773498091751167 0.0014770042903069786 0.0010835507894826121
leaf_count=612 233 715 201 281 304 373 161 288 535 207
internal_value=0 6.32584e-05 0.000112674 5.67063e-05 0.00013197 0.000216856 0.000374319 0.000523051 0.000704482 0.00087485
internal_weight=0 0.0128845 0.0111851 0.0100803 0.00903399 0.00803002 0.00605431 0.00485005 0.0036379 0.00256056
internal_count=3910 3298 2583 2382 2101 1868 1564 1403 1030 742
is_linear=0
shrinkage=0.00196078


Tree=4628
num_leaves=11
num_cat=0
split_feature=484 133 484 133 16 51 16 12 16 0
split_gain=9.7064e-05 6.23977e-05 6.71886e-05 0.000106675 0.00011574 0.000109715 9.40862e-05 0.000207267 7.67625e-05 2.50615e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 -6
right_child=1 -3 -4 -5 8 -7 7 -9 -10 -11
leaf_value=-0.00056577836968201792 0.00020796603408564264 -0.00039638962556539585 -0.00036842293913485439 0.00073293371021618183 0.000366557483245365 0.00030405616027027874 -0.0010858840052967332 -5.2752758159934038e-06 -3.1239843961956991e-05 0.00078038818797304113
leaf_weight=0.0010997219271961 0.0010404277825078654 0.0011336906827135078 0.0011247196423607711 0.001035802276062329 0.0011837953735705409 0.0017032807046894727 0.0012246768635925411 0.0015412491270285673 0.0013258712638848846 0.0010722365293779341
leaf_count=627 142 516 327 355 318 268 376 607 246 128
internal_value=0 4.20618e-05 8.62376e-05 0.000136731 6.88056e-05 -0.000109575 -0.000294669 -0.000483739 0.000343189 0.000563241
internal_weight=0 0.0123858 0.0112521 0.0101273 0.00909154 0.00550963 0.00380635 0.00276593 0.0035819 0.00225603
internal_count=3910 3283 2767 2440 2085 1393 1125 983 692 446
is_linear=0
shrinkage=0.00196078


Tree=4629
num_leaves=10
num_cat=0
split_feature=484 42 160 151 42 2 3 12 15
split_gain=0.000106625 4.58373e-05 4.39108e-05 6.32397e-05 6.47375e-05 4.70154e-05 0.000110794 4.31576e-05 2.59347e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.0088999999999999982 0.091955000000000023 0.086875000000000022 0.12046500000000002 0.051320000000000005 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 -4 5 -5 8 -2 -7
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.00061169667286761612 6.4501788405783975e-05 -0.00024493299044134169 -0.0002018631095545257 6.1785613851536448e-05 -0.00017880970947041302 0.00096723167857633166 6.8862584057644309e-05 -0.00049567924635947672 0.00052914204897790726
leaf_weight=0.0010515543230003059 0.0010372048952642437 0.0012498667138791204 0.00159534560391733 0.0017994800425855644 0.0012086783944281303 0.001042999588963378 0.0016533857138495952 0.0010786567773491719 0.0010351685864235926
leaf_count=627 161 537 353 380 518 166 129 826 213
internal_value=0 4.01295e-05 9.77904e-05 0.000149183 0.000232278 0.000322112 0.00044765 -0.000221076 0.000749012
internal_weight=0 0.0117008 0.00958492 0.00833506 0.00673971 0.00553103 0.00373155 0.00211586 0.00207817
internal_count=3910 3283 2296 1759 1406 888 508 987 379
is_linear=0
shrinkage=0.00196078


Tree=4630
num_leaves=11
num_cat=0
split_feature=484 133 52 16 133 1 48 1 1 51
split_gain=0.000188816 6.32927e-05 7.15958e-05 7.99411e-05 0.00011635 0.000108442 6.69332e-05 0.000112638 9.02435e-05 6.96469e-05
threshold=-0.0043499999999999988 0.10064500000000001 -0.27466499999999994 0.20277000000000003 0.083815000000000014 1.0000000180025095e-35 0.086285000000000014 0.088495000000000018 0.11198000000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9 -8
right_child=1 -3 3 -5 -6 6 9 8 -10 -11
leaf_value=-0.00083006433034398214 -0.00038975613711005649 -0.00039049506678088251 -0.0004438040396479787 0.00061167578513438513 0.00069273379221966114 0.00079529641082351857 -0.00048271408644829413 -0.00022329863454619529 0.00048450904662272201 0.00022206558927578761
leaf_weight=0.0010042765037185783 0.0010464182309008222 0.0011190574773114062 0.0016609869260297378 0.0012574325654142607 0.0010612744646815919 0.0011303193013519411 0.0011656390118729922 0.0017030055643377469 0.0011671848383323421 0.001002899922308786
leaf_count=612 334 517 880 133 396 185 135 377 235 106
internal_value=0 5.41281e-05 9.85722e-05 0.000148923 8.34791e-05 9.01422e-07 0.000120636 0.000271008 6.45368e-05 -0.00015677
internal_weight=0 0.0123142 0.0111952 0.0101487 0.00889131 0.00783004 0.00616905 0.00400051 0.00287019 0.00216854
internal_count=3910 3298 2781 2447 2314 1918 1038 797 612 241
is_linear=0
shrinkage=0.00196078


Tree=4631
num_leaves=9
num_cat=0
split_feature=1 42 457 49 15 0 52 43
split_gain=1.97664e-05 5.29216e-05 3.73907e-05 8.30381e-05 3.5803e-05 5.53019e-05 4.86974e-05 3.09682e-05
threshold=0.12730000000000002 0.091955000000000023 0.088020000000000001 -0.0019649999999999997 -0.11739999999999999 -0.10071499999999999 0.091210000000000013 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.021094724484831347 0.010516572616994315 -0.021748396076065539 0.019084062322576791 -0.011013985381556998 0.024109053744225169 -0.020833092044267278 0.017189096854702889 0.0035488159709804222
leaf_weight=0.0016822021050698684 0.0015035323158410401 0.0011708159186141322 0.0010005724315387777 0.0012459136509438426 0.0014735950165895204 0.0010205460796463787 0.0011579149624687418 0.0010640893506064092
leaf_count=516 345 732 168 254 211 877 389 418
internal_value=0 -0.0017962 0.000906037 -0.00147332 0.00406288 0.0080459 0.000745906 -0.0083875
internal_weight=0 0.00981565 0.00864483 0.00764426 0.00596206 0.00471615 0.00324255 0.00208464
internal_count=3910 3565 2833 2665 2149 1895 1684 1295
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=9
num_cat=0
split_feature=15 16 52 12 160 3 3 1
split_gain=1.89764e-05 2.68144e-05 8.30442e-05 6.24465e-05 5.19689e-05 6.39589e-05 4.7371e-05 6.04403e-05
threshold=-0.24219999999999997 -0.19424999999999998 0.11110500000000002 0.085605000000000014 -0.026849999999999995 -0.089974999999999986 -0.074234999999999982 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=0.012860440750523961 -0.029581262818013317 0.015261541604739276 0.026254212015049763 0.0027147425357270469 -0.029711680964099648 0.013868096358343188 -0.02229108084898164 0.0060688435606807388
leaf_weight=0.0010204387005928678 0.001013448630298699 0.0012785628472650398 0.0011499101640916522 0.0014629480800215989 0.0010197389530544254 0.0013262963226021753 0.0015810782653289655 0.0014321896069534605
leaf_count=317 196 552 504 193 534 1041 288 285
internal_value=0 -0.0014382 0.00144401 -0.0105022 -0.00285398 -0.00717578 -0.00188014 -0.00881177
internal_weight=0 0.0102642 0.00778778 0.0024764 0.00663787 0.0053593 0.00433956 0.00301327
internal_count=3910 3593 3204 389 2700 2148 1614 573
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=11
num_cat=0
split_feature=484 1 42 2 42 13 151 52 2 4
split_gain=0.000132734 3.84536e-05 6.28233e-05 5.64853e-05 9.27706e-05 8.97198e-05 4.33362e-05 7.4045e-05 3.94907e-05 2.29618e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 0.086650000000000019 0.083725000000000008 -0.032264999999999995 -0.0088999999999999982 0.024145000000000003 0.10796500000000002 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 8 -8 -7
right_child=1 -3 -4 4 -6 9 7 -9 -10 -11
leaf_value=-0.00066986162465522121 -0.00061976728587134842 0.00034839526967162085 -0.00039707435241594834 -0.00024912330621399873 0.00072191036784582171 0.00028510293918224567 0.00068476908892260507 -0.00017037796414543711 0.00015566618056919176 -0.00012200428406024064
leaf_weight=0.0010672323533404667 0.0010268782435273421 0.0014751477601326049 0.0012773087505297256 0.0012290964063431933 0.0010111664959931016 0.0010877186636881705 0.001024577051010066 0.0014238457382199344 0.0011522860646335942 0.0010438151017779299
leaf_count=627 451 310 612 201 325 428 293 360 191 112
internal_value=0 5.23525e-05 9.8576e-06 6.76146e-05 0.000181845 -0.000143637 6.87775e-05 0.000177293 0.000404697 8.5742e-05
internal_weight=0 0.0117518 0.0102767 0.00899938 0.00584097 0.00315841 0.00482981 0.00360071 0.00217686 0.00213153
internal_count=3910 3283 2973 2361 1370 991 1045 844 484 540
is_linear=0
shrinkage=0.00196078


Tree=4634
num_leaves=11
num_cat=0
split_feature=484 474 2 12 1 3 43 12 15 151
split_gain=0.000198245 7.48217e-05 8.20047e-05 0.000103627 8.68398e-05 8.86037e-05 8.38647e-05 7.51812e-05 7.73625e-05 9.97347e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086650000000000019 0.098845000000000016 0.095575000000000007 -0.08323499999999999 -0.075819999999999985 0.085185000000000025 -0.0039399999999999991 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 -2 -6 8 9 -4
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11
leaf_value=-0.00083800644725428219 -9.0134420472959796e-05 0.00054455710537851644 -0.00019190826174913619 -0.00041961031372984029 -0.00030190389033810626 -0.00091505285280328846 0.00043524153381400559 0.00055212576811384596 -0.00028896669987547765 0.0005671945265334473
leaf_weight=0.0010297831206429317 0.0010011068436990805 0.0011026547656040235 0.0010807031928118114 0.0010899191981501577 0.0012373665163141706 0.0010012870786237889 0.001140128140796215 0.0019714848385274054 0.0013972603251016227 0.0017317328055264881
leaf_count=612 467 318 208 349 186 411 205 701 143 310
internal_value=0 5.6368e-05 1.01655e-05 0.000137839 -0.000201786 -0.000502631 5.15944e-05 0.000236133 8.81469e-05 0.000275503
internal_weight=0 0.0127536 0.011651 0.0072711 0.00437989 0.00200239 0.00237749 0.00618118 0.0042097 0.00281244
internal_count=3910 3298 2980 1711 1269 878 391 1362 661 518
is_linear=0
shrinkage=0.00196078


Tree=4635
num_leaves=12
num_cat=0
split_feature=484 474 160 133 1375 3 16 133 1 0 43
split_gain=0.000220813 7.0095e-05 9.63826e-05 0.000112673 6.46637e-05 8.70965e-05 9.31302e-05 0.00012087 0.000140704 7.08035e-05 4.94866e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -1.0000000180025095e-35 -0.08824499999999999 0.15100500000000003 0.083815000000000014 0.094485000000000013 -0.074249999999999997 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 9 7 8 -7 -6 -8
right_child=1 -3 3 4 5 6 10 -9 -10 -11 -12
leaf_value=-0.00085432284434373558 -0.0004549844460222478 0.00052863704158668601 -0.00040529737020839361 -0.00028012812433746831 -0.00045797712556877536 -0.00027978258912338973 0.00031678989150214895 0.0010371605785718786 0.00064264340618188655 0.00025241024211897976 -0.00028906917082062374
leaf_weight=0.0010846324906788303 0.0014370965111931604 0.0011487425754567295 0.0015414362962759545 0.0010951770806768872 0.0011028273136468609 0.0010207039294242877 0.0010318974722815918 0.0012247167641718818 0.0016858455177645607 0.0010558579035039968 0.0010414563061427948
leaf_count=612 556 318 820 73 279 176 106 448 246 162 114
internal_value=0 6.55333e-05 2.20597e-05 8.55378e-05 0.000167257 0.000227277 0.000348713 0.000526052 0.000294775 -0.000110512 1.24638e-05
internal_weight=0 0.0133858 0.012237 0.0107999 0.00925848 0.00816331 0.00600462 0.00393127 0.00270655 0.00215869 0.00207335
internal_count=3910 3298 2980 2424 1604 1531 1090 870 422 441 220
is_linear=0
shrinkage=0.00196078


Tree=4636
num_leaves=9
num_cat=0
split_feature=159 1 42 3 47 52 150 16
split_gain=2.73758e-05 4.21715e-05 4.78727e-05 5.2314e-05 5.30524e-05 4.16608e-05 7.71263e-05 2.89163e-05
threshold=-0.034019999999999988 0.12958500000000003 0.091955000000000023 -0.100615 0.081320000000000017 0.086950000000000013 0.086420000000000011 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.015932956297747637 0.016774908750490213 0.019904297440585344 -0.020161965889482714 0.025452824199582461 -0.023311586879018607 -0.015702131879698725 -0.017588033018685997 0.005970462907289969
leaf_weight=0.0010016276584807063 0.0018235000636585294 0.0010986432639660962 0.0011240331656779722 0.0012830636480147119 0.0010220546149449158 0.0011048135715578493 0.0010333727377733809 0.0018753261994040667
leaf_count=520 407 298 591 334 265 432 235 828
internal_value=0 0.00137963 -0.000816751 0.00185388 -0.00245219 0.00157295 0.0061261 0.013885
internal_weight=0 0.0103648 0.00926616 0.00814213 0.00631863 0.00529658 0.00419176 0.00315839
internal_count=3910 3390 3092 2501 2094 1829 1397 1162
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=9
num_cat=0
split_feature=52 376 457 160 1 13 2 3
split_gain=2.33971e-05 5.60599e-05 5.50784e-05 4.227e-05 5.13234e-05 5.75469e-05 7.28145e-05 4.60864e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 1.0000000180025095e-35 0.11198000000000001 -0.094679999999999986 0.094010000000000024 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.01472300782907905 0.011662944055958484 0.023357343175047059 0.017077022251108392 -0.022767587868924549 0.012157828908881098 -0.016205112996184583 -0.032818868447532713 0.011784004207185643
leaf_weight=0.0010017797131496543 0.0012301375532177659 0.001035213772201068 0.0014036126109452192 0.0010834818336788827 0.0019590160443208691 0.001249204373988995 0.0012568412794621794 0.0011119505919076275
leaf_count=425 218 200 241 406 417 1311 448 244
internal_value=0 0.00128343 -0.00117521 -0.00442198 -0.00150195 -0.00702154 -0.0133744 -0.00302406
internal_weight=0 0.0103295 0.00929424 0.00789063 0.00680715 0.00484813 0.003618 0.00236115
internal_count=3910 3485 3285 3044 2638 2221 2003 1555
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 2 151 1 2 0 4
split_gain=0.000195263 5.61777e-05 0.000135428 9.07074e-05 0.00014419 8.47028e-05 8.01097e-05 8.0755e-05 0.000106863 7.42953e-05 6.5793e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 0.086650000000000019 -0.044604999999999992 0.11235500000000002 0.087995000000000004 -0.16128999999999996 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 6 -6 -5 8 -8 -10 -3
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=-0.00084441692986297228 -0.00038379610328362595 -0.00012129515574435538 0.00039225637952770891 -9.7679288917748745e-05 -0.00064237356125948952 0.00013938004604131311 -0.00017547986820351462 0.00092966177412884829 0.00097238525334405492 0.00027446182494027179 -0.00082392833278637227
leaf_weight=0.0010026077524653834 0.0011392679361032698 0.001042196101410665 0.0010760691726502121 0.0011417020073599777 0.0010039088379922927 0.0011356679264845448 0.001092760552480376 0.0011623369914632656 0.0010007128520794805 0.001416453087479381 0.0010078507128036137
leaf_count=612 280 395 620 191 243 429 183 180 52 387 338
internal_value=0 5.56993e-05 -0.000171048 0.000133655 0.000207775 -0.000227426 0.000367932 0.000481707 0.000333364 0.000563404 -0.000466726
internal_weight=0 0.0122189 0.00312612 0.00909281 0.00795354 0.00213958 0.00581397 0.00467226 0.00350993 0.00241717 0.00205005
internal_count=3910 3298 1353 1945 1665 672 993 802 622 439 733
is_linear=0
shrinkage=0.00196078


Tree=4639
num_leaves=10
num_cat=0
split_feature=50 160 51 42 47 4 2 43 2
split_gain=2.10828e-05 4.14252e-05 3.97715e-05 6.05511e-05 4.97237e-05 6.84314e-05 8.24106e-05 6.79901e-05 4.15749e-05
threshold=0.088425000000000017 -0.085519999999999985 -0.07742499999999998 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.10393500000000001 -0.013049999999999997 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5 -9
right_child=-2 2 3 4 -6 6 -8 8 -10
leaf_value=0.02027520241122226 -0.01298850295340191 -0.014784800209363791 -0.018956403010603452 0.021897444163881938 -0.013992576087563763 0.041696543872039152 0.0029472684724164214 -0.023196364385593721 0.0049583760513534142
leaf_weight=0.001035415418774068 0.001146081893032942 0.0016692485856350057 0.0011375011288849287 0.0010002494362368617 0.0010311654531541137 0.0011676332601964503 0.0010356815134179415 0.0011001893923224147 0.0010022862655321395
leaf_count=493 689 495 708 435 177 222 212 333 146
internal_value=0 0.00131767 -0.000828982 0.00228763 0.00610084 0.0100058 0.0234822 0.000435818 -0.00977452
internal_weight=0 0.0101794 0.00914396 0.00747471 0.00633721 0.00530604 0.00220331 0.00310273 0.00210248
internal_count=3910 3221 2728 2233 1525 1348 434 914 479
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=9
num_cat=0
split_feature=484 3 12 2 2 3 15 1
split_gain=9.66365e-05 4.59417e-05 4.44338e-05 5.27186e-05 0.000194881 8.65497e-05 6.99547e-05 5.40468e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.10673000000000001 0.096540000000000015 0.10836000000000003 -0.078884999999999997 -0.074174999999999977 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 -7
right_child=1 2 -4 4 6 7 -8 -9
leaf_value=-0.00057979462275609605 0.00043901508897379693 -0.00041154644338543025 -0.00038131053630878297 0.00087125396143708229 0.00021831569297702804 -0.00011810804766435746 -0.00039903923606990848 0.00036365330642589624
leaf_weight=0.001055145928605874 0.0010123273773395185 0.001961951655225841 0.0010487581875709166 0.0012143138043518016 0.0015250422867331298 0.0019774257413231271 0.0013134449876485198 0.0016360067765180389
leaf_count=627 225 1287 286 286 304 416 199 280
internal_value=0 3.9804e-05 1.95308e-06 4.37004e-05 0.000213877 -8.00025e-05 -6.73512e-05 0.000100013
internal_weight=0 0.0116893 0.0106769 0.00962819 0.0040528 0.00557538 0.00283849 0.00361343
internal_count=3910 3283 3058 2772 789 1983 503 696
is_linear=0
shrinkage=0.00196078


Tree=4641
num_leaves=11
num_cat=0
split_feature=484 474 52 2 160 133 151 12 2 2
split_gain=0.00019407 5.87747e-05 7.71263e-05 0.000101636 8.62462e-05 8.12783e-05 0.000143583 0.000129397 7.44693e-05 0.000116485
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.096970000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.10214500000000001 0.086875000000000022 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 -8 -10
right_child=1 -3 4 -5 5 6 7 -9 9 -11
leaf_value=-0.00082915765955584588 1.7952129728419603e-05 0.00048971338311347998 -0.0005629472483914727 0.00078939003329247528 -0.00047618014228519132 -0.00054734437059355721 1.2115089226798137e-05 -0.00041328930743036915 0.00084748901717069086 2.2218895852059723e-05
leaf_weight=0.0010343752094618694 0.0018390628462501028 0.0010879958462988804 0.0012117434078388013 0.0010212133176979825 0.0011684854709984446 0.0011374000361877318 0.0014993448388818534 0.0010086324791762019 0.0018342874393168732 0.0010250150994886315
leaf_count=612 342 318 547 318 727 170 355 138 250 133
internal_value=0 5.37256e-05 1.33386e-05 0.000293381 -7.68141e-05 -4.40814e-08 8.54879e-05 0.000219594 0.000366049 0.000551643
internal_weight=0 0.0128332 0.0117452 0.00286028 0.00888491 0.00767317 0.00650468 0.00536728 0.00435865 0.0028593
internal_count=3910 3298 2980 660 2320 1773 1046 876 738 383
is_linear=0
shrinkage=0.00196078


Tree=4642
num_leaves=8
num_cat=0
split_feature=12 52 12 2 52 13 2
split_gain=1.94556e-05 6.18454e-05 5.97501e-05 0.000124826 4.18011e-05 6.22427e-05 8.02076e-05
threshold=0.051320000000000005 0.098910000000000012 0.097345000000000015 0.086875000000000022 0.09716000000000001 -0.00059999999999999995 0.092450000000000018
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.021035522921297733 -0.029835355584545888 -0.025568746381447818 0.016588909627118155 0.012133948658747553 0.020264901386122774 0.0075930394370153816 -0.022432990795577867
leaf_weight=0.0010406526833279025 0.0013457568593105815 0.0011030450678466558 0.0015663985145521965 0.0014969397309450832 0.0012306731270266581 0.0018609035725379371 0.001704556850892753
leaf_count=450 953 615 495 796 170 175 256
internal_value=0 -0.00439139 0.000906648 -0.00773468 0.00389285 -0.000481473 -0.00676165
internal_weight=0 0.00551214 0.0044091 0.0028427 0.00583679 0.00460611 0.00356546
internal_count=3910 2859 2244 1749 1051 881 431
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=10
num_cat=0
split_feature=484 133 484 133 16 51 16 12 2
split_gain=0.000106135 4.19698e-05 6.25342e-05 8.8288e-05 6.83822e-05 9.45471e-05 8.03159e-05 0.00019774 6.6999e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 0.065880000000000008 -0.013279999999999998 0.077145000000000005 -0.52488999999999997 0.086865000000000012 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -6
right_child=1 -3 -4 -5 8 -7 7 -9 -10
leaf_value=-0.0005988407022711412 0.00022802282636038586 -0.00031879094124944552 -0.00036260961358972629 0.00067346551385854864 -3.1714823019179753e-05 0.00032918567771234492 -0.0010298436763985651 5.2051034153964467e-05 0.00052866693367219317
leaf_weight=0.0010600075720545677 0.0010046383623451747 0.0010838386476641369 0.0010742327529929966 0.001047850871038594 0.0014322623117003781 0.001591434369650081 0.001158911440800583 0.0014776583436906928 0.0019197362052083792
leaf_count=627 142 516 327 388 240 264 369 593 444
internal_value=0 4.88948e-05 8.61155e-05 0.000136158 7.05738e-05 -6.94919e-05 -0.000243739 -0.000423499 0.000289224
internal_weight=0 0.0117906 0.0107067 0.00963249 0.00858464 0.00523264 0.00364121 0.00263657 0.003352
internal_count=3910 3283 2767 2440 2052 1368 1104 962 684
is_linear=0
shrinkage=0.00196078


Tree=4644
num_leaves=9
num_cat=0
split_feature=47 4 4 1 2 3 4 52
split_gain=1.91417e-05 4.92131e-05 9.15523e-05 5.716e-05 6.18512e-05 3.74125e-05 4.49928e-05 5.00298e-05
threshold=0.11669500000000001 0.25367000000000006 0.055260000000000011 0.095575000000000007 0.082715000000000025 -0.11266 -0.0031049999999999997 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.025429313733286791 -0.012136684444233067 0.015806280174263287 -0.029326620599179284 0.017320185050618837 0.01874525141005675 -0.027549828301326032 0.014065702071421982 0.0022594762056514606
leaf_weight=0.0010137943477529872 0.0011870855834074665 0.0018971885635073885 0.0010711936761220453 0.0018208496896328216 0.0010209192689358301 0.0010149232432118595 0.0010425396983552277 0.0012644891020147644
leaf_count=523 179 497 296 527 165 690 303 730
internal_value=0 0.00128406 -0.00205603 0.00201392 -0.00318902 0.00200272 -0.00314268 -0.0110133
internal_weight=0 0.0101459 0.00824871 0.00717752 0.00535667 0.00434287 0.00332195 0.00227941
internal_count=3910 3731 3234 2938 2411 1888 1723 1420
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=8
num_cat=0
split_feature=11 48 47 16 16 12 52
split_gain=2.137e-05 2.77979e-05 4.3871e-05 5.21016e-05 6.46976e-05 6.38812e-05 7.06881e-05
threshold=0.078340000000000007 0.096835000000000018 0.09252500000000001 0.16388500000000003 0.011450000000000002 0.086935000000000012 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0077331601667306868 -0.013923393411360141 0.013558362796486929 -0.018384544099766784 -0.014711690926267843 0.028548905431969796 -0.016900032526818067 0.020808315823985249
leaf_weight=0.0015317666898123196 0.001019143045603633 0.0015586558818400124 0.0012371889873720177 0.0015011112732434906 0.0010589189449250226 0.001385385542807714 0.0020017312610342867
leaf_count=460 263 341 217 336 302 1238 753
internal_value=0 0.00125832 -0.000941231 0.00194431 0.00612686 0.00129993 0.00843562
internal_weight=0 0.0102748 0.0087161 0.00747891 0.0059778 0.00491888 0.0035335
internal_count=3910 3647 3306 3089 2753 2451 1213
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=11
num_cat=0
split_feature=484 3 484 160 52 52 2 1 3 4
split_gain=0.000206093 5.2544e-05 5.0786e-05 7.34656e-05 8.71043e-05 0.000123815 6.36862e-05 9.17952e-05 8.77449e-05 1.97357e-05
threshold=-0.0043499999999999988 -0.15464999999999998 0.087495000000000017 0.090735000000000024 -0.048794999999999991 -0.24456499999999998 0.10571000000000001 0.10498500000000001 -0.078884999999999997 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6 -10
right_child=1 2 -4 -5 6 -7 7 -9 9 -11
leaf_value=-0.00084261900792001433 0.00046637817885618825 -9.1783047673619093e-05 -0.00038525641155045707 -0.00041908534558215364 -0.00019027159653779333 0.00075625170312161106 -0.00068467517443544757 8.9588807583821685e-05 0.00023000133472437557 0.00059181959135640747
leaf_weight=0.0010526113215642658 0.0011183166699312219 0.0011128129105934213 0.0010718030246141706 0.0010859225577293996 0.0017316045307102417 0.0016336339045819942 0.001071510633300193 0.0013065625551078562 0.0012969487052903877 0.0010479147154971464
leaf_count=612 227 269 337 205 1003 382 151 181 372 171
internal_value=0 6.0853e-05 2.09272e-05 6.32478e-05 0.000120174 0.000412643 -4.27329e-06 -0.000259279 0.000144488 0.000391697
internal_weight=0 0.012477 0.0113587 0.0102869 0.00920099 0.00274645 0.00645454 0.00237807 0.00407647 0.00234486
internal_count=3910 3298 3071 2734 2529 651 1878 332 1546 543
is_linear=0
shrinkage=0.00196078


Tree=4647
num_leaves=11
num_cat=0
split_feature=484 3 484 160 1 12 15 2 0 0
split_gain=0.000130345 3.66043e-05 3.93076e-05 6.09408e-05 6.89645e-05 9.89048e-05 0.000133424 8.30041e-05 7.93209e-05 0.000120853
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.087495000000000017 0.090735000000000024 0.12811000000000003 0.10129000000000001 -0.10192499999999999 0.10488500000000002 -0.070894999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00066361757964191175 0.00040175560675130318 -0.00040965408085476935 -0.00035208193496079853 -0.00039483508540667751 0.00053347820878091757 -0.00052242632273265342 0.00067413511602058905 -0.00021978712405491021 0.00084951899113626015 -0.00013638793357809113
leaf_weight=0.0010726728736369312 0.001039120458288109 0.0013882891801082617 0.0010087376862163702 0.0010363499038949535 0.0012543330720589628 0.0010461278726746816 0.0012986831117324234 0.0010252082812532903 0.0011150158796227987 0.0015531043935275717
leaf_count=627 225 259 337 205 231 311 138 199 219 1159
internal_value=0 5.03704e-05 1.63282e-05 5.4573e-05 0.000108225 3.63997e-05 0.000128026 0.000277556 0.000406093 0.000232718
internal_weight=0 0.011765 0.0107258 0.00971711 0.00868076 0.00742643 0.0063803 0.00499201 0.0039668 0.00285179
internal_count=3910 3283 3058 2721 2516 2285 1974 1715 1516 1297
is_linear=0
shrinkage=0.00196078


Tree=4648
num_leaves=9
num_cat=0
split_feature=14 49 2 4 0 1 3 15
split_gain=2.15185e-05 3.25713e-05 5.23634e-05 0.000106223 5.39895e-05 4.87947e-05 7.73546e-05 1.28097e-05
threshold=-1.0000000180025095e-35 0.073145000000000016 0.10946500000000002 -0.34687499999999999 -0.06402999999999999 0.089175000000000018 -0.078884999999999997 -0.092059999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7
right_child=1 -3 -4 4 -6 7 -8 -9
leaf_value=-0.013449001038849656 -0.034775539196360547 0.017138327603342933 0.013876704825887425 -0.014369675547489953 0.017889144231474165 -0.0086753111193108232 0.020324965364009809 -0.024037992257525759
leaf_weight=0.0010930635887916812 0.0010059448579367468 0.0011538003855621837 0.0019384907304197839 0.0011775475524405639 0.0013565833993084107 0.001183675796977382 0.0014146629235837049 0.0010023855975320592
leaf_count=196 179 708 439 1236 206 162 305 479
internal_value=0 0.0013122 -0.000698996 -0.00465582 0.000282977 -0.00471553 0.00456444 -0.0157196
internal_weight=0 0.0102331 0.00907929 0.0071408 0.00613486 0.00477827 0.00259221 0.00218606
internal_count=3910 3714 3006 2567 2388 2182 1541 641
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=11
num_cat=0
split_feature=484 11 3 160 133 49 0 4 12 47
split_gain=0.000234336 7.38033e-05 7.33063e-05 7.48898e-05 9.24018e-05 0.000103711 7.57703e-05 5.62654e-05 0.000133875 7.64963e-05
threshold=-0.0043499999999999988 0.079700000000000007 -0.12008499999999998 -0.083654999999999993 -0.0023199999999999996 -0.0019649999999999997 -0.10943499999999999 -0.0010999999999999996 0.095295000000000019 0.10261500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 -7 -9
right_child=1 -3 3 4 5 7 -8 9 -10 -11
leaf_value=-0.00089917096773359934 0.00054186864592392723 -0.00042986888057787583 -0.00041835907509076248 -0.00039601336804659891 0.00013038433758023763 0.00088594465811458697 -0.00055110364014564596 -0.00011307760426615835 -2.0489323832893003e-05 0.000564595536130769
leaf_weight=0.0010488492208243711 0.0013371026736525146 0.0010628877804363538 0.0011474038916870028 0.0011950881866257699 0.0016530473739118038 0.0016731824060802754 0.00101080473661004 0.0016764980755101739 0.001001375417422715 0.0010362548580783192
leaf_count=612 159 230 550 808 168 489 242 344 234 74
internal_value=0 6.48859e-05 0.000109714 5.41191e-05 0.000112751 0.00018827 -0.000128208 0.000344758 0.000546569 0.000145789
internal_weight=0 0.0127936 0.0117308 0.0103937 0.00924625 0.00805116 0.00266385 0.00538731 0.00267456 0.00271275
internal_count=3910 3298 3068 2909 2359 1551 410 1141 723 418
is_linear=0
shrinkage=0.00196078


Tree=4650
num_leaves=10
num_cat=0
split_feature=484 3 1 2 151 13 1 16 4
split_gain=0.000107936 4.44468e-05 4.42881e-05 8.3425e-05 5.74089e-05 8.49981e-05 8.12006e-05 5.94261e-05 4.52554e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.13385500000000003 0.11835000000000002 -0.0088999999999999982 0.0024700000000000004 0.10420500000000001 -0.092424999999999993 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00061214157781409938 0.00042449072448166094 -0.00029052700462821817 0.00038378744001472378 -0.00053356728344802968 -0.00035053834844400521 -0.00040417894704425166 0.00057219949835504225 -0.00010216373286395616 0.00037485736301982002
leaf_weight=0.0010739120604724125 0.0010382296423552028 0.0017645265107200103 0.0010448641422425098 0.0011646577004653475 0.0010437251560085833 0.0010644320757794683 0.0016161077061237969 0.0012567714791184134 0.0019526619991516814
leaf_count=627 225 408 255 246 349 335 199 309 957
internal_value=0 3.68225e-05 -7.67858e-08 -4.0743e-05 2.52442e-05 0.000105603 0.000198056 5.58897e-05 0.000188062
internal_weight=0 0.011946 0.0109077 0.00986288 0.00869822 0.0069337 0.00586927 0.00425316 0.00320943
internal_count=3910 3283 3058 2803 2557 2149 1814 1615 1266
is_linear=0
shrinkage=0.00196078


Tree=4651
num_leaves=11
num_cat=0
split_feature=484 42 43 3 42 3 16 2 0 4
split_gain=0.000122246 4.65459e-05 7.66192e-05 0.000146527 5.9424e-05 7.72036e-05 6.08563e-05 0.000124118 0.000126405 5.81464e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.078669999999999976 0.08221500000000001 -0.089604999999999976 -0.19424999999999998 0.11260500000000001 -0.10131499999999999 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -4 -7 8 -8 -3
right_child=1 2 4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00064426430384114611 -0.00034401288754657122 0.00033648448241289827 0.00051498650131447598 0.00082775991321880089 -0.00046410036609107012 -0.00040755569366572857 0.00015327955535319137 0.00058211009049991067 -0.0007162389302972249 -0.00030686624132132749
leaf_weight=0.0010725028330740632 0.0010709123344230355 0.0010512732963061135 0.0011023623525355242 0.0013580547792814562 0.0010334283330392467 0.0013926920493208929 0.001769323782019901 0.0012463001818340579 0.0010095535444996464 0.0011108303705517656
leaf_count=627 254 214 256 387 758 208 129 149 469 459
internal_value=0 4.63318e-05 8.40808e-05 0.000322998 -2.72595e-05 4.19779e-05 -5.42641e-05 6.7973e-05 -0.000162613 5.94829e-06
internal_weight=0 0.0121447 0.0110738 0.00352016 0.00755366 0.00652023 0.00541787 0.00402518 0.00277888 0.0021621
internal_count=3910 3283 3029 1060 1969 1211 955 747 598 673
is_linear=0
shrinkage=0.00196078


Tree=4652
num_leaves=11
num_cat=0
split_feature=484 133 15 42 16 0 0 51 15 51
split_gain=0.000203743 9.84059e-05 7.16096e-05 0.000217719 7.90174e-05 9.37995e-05 9.13337e-05 8.53778e-05 6.91455e-05 0.000105002
threshold=-0.0043499999999999988 0.099765000000000006 1.0000000180025095e-35 0.08401500000000002 -0.074719999999999995 -0.14293499999999998 -0.075584999999999986 -1.0000000180025095e-35 -0.14487999999999998 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 -6 -7 -8 -2 -10
right_child=1 -3 3 -5 5 6 7 -9 9 -11
leaf_value=-0.00085105710309212566 0.00038037222521642247 -0.00046640850300068627 -0.00055745345582641661 0.00054868651962463211 0.00086317250802070769 -0.00020840705912909843 3.666459820887645e-05 0.00071759693289887255 -0.00055616754236130115 0.00025202815234945516
leaf_weight=0.0010236951512845619 0.0011303938227054445 0.0012487635154929391 0.0018695852561935828 0.001078933081339507 0.0010975749528297895 0.001316489046440925 0.0012727321498022326 0.0015953124952609583 0.0014165597601529236 0.0010964245920290837
leaf_count=612 288 525 607 405 92 469 302 181 260 169
internal_value=0 5.71752e-05 0.000112239 -0.00015269 0.000199759 0.000352981 0.000219162 0.000415424 -2.23815e-05 -0.000203549
internal_weight=0 0.0131228 0.011874 0.00294852 0.00892549 0.00528211 0.00418453 0.00286804 0.00364338 0.00251298
internal_count=3910 3298 2773 1012 1761 1044 952 483 717 429
is_linear=0
shrinkage=0.00196078


Tree=4653
num_leaves=10
num_cat=0
split_feature=484 474 160 133 151 4 4 13 4
split_gain=0.000210845 5.53759e-05 8.18289e-05 6.40094e-05 7.55575e-05 0.000105944 9.05936e-05 9.53772e-05 4.02446e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -0.0088999999999999982 0.25367000000000006 -0.0021099999999999995 -0.0030249999999999995 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -8
right_child=1 -3 3 4 5 -7 8 -9 -10
leaf_value=-0.00086612797687215452 -0.00044822653308741739 0.00048246010553772823 -0.00031963454636861448 -0.00023642702506104283 0.00061781299260738672 0.00078657080422667169 -0.00039540162010557326 -2.6172070232065507e-05 0.00010757380913287696
leaf_weight=0.0010309386149666604 0.0012925072377992881 0.0010722674857346357 0.0013644793004711714 0.001686444692288569 0.0019328633951903539 0.0010937675149762056 0.0013393957419746642 0.0016297426805113101 0.0011255849717142601
leaf_count=612 556 318 791 322 473 220 180 354 84
internal_value=0 5.63481e-05 1.64951e-05 7.55434e-05 0.000136763 0.00022514 0.000123263 0.000323217 -0.000165728
internal_weight=0 0.0125371 0.0114648 0.0101723 0.0088078 0.00712135 0.00602759 0.00356261 0.00246498
internal_count=3910 3298 2980 2424 1633 1311 1091 827 264
is_linear=0
shrinkage=0.00196078


Tree=4654
num_leaves=11
num_cat=0
split_feature=484 4 15 12 49 4 42 133 16 43
split_gain=0.000264862 8.06492e-05 0.000130086 7.04554e-05 0.000116404 9.83084e-05 5.87653e-05 9.18123e-05 7.15487e-05 5.28208e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.021529999999999997 0.098355000000000012 -0.047309999999999998 0.05309500000000001 0.084100000000000022 0.083815000000000014 -0.008069999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 8 -4 -7
right_child=1 3 6 -5 5 9 -8 -9 -10 -11
leaf_value=-0.00094107283372650129 0.00067264538065606541 0.00033884442183676927 -0.00039880188189833594 0.00035934556006336234 -0.00085602804138777981 -0.0005264719191352109 -0.00030670537302370155 0.00065037270604402541 0.00027293429784038567 2.7314989252181419e-05
leaf_weight=0.0010771450490050022 0.0017958191258207632 0.0012583587818317688 0.0011029821031515552 0.0011229901136285726 0.0010626569305768109 0.0010022584407307967 0.0012739374899044609 0.001115632509330361 0.0013629278103817551 0.0019515765933388373
leaf_count=612 557 172 492 217 184 270 707 192 253 254
internal_value=0 7.05666e-05 0.000221749 -8.66055e-05 -0.000181546 -0.000344584 5.49836e-05 0.000183635 -2.7528e-05 -0.000160589
internal_weight=0 0.0130491 0.0066513 0.00639784 0.00527485 0.00401649 0.00485548 0.00358154 0.00246591 0.00295384
internal_count=3910 3298 2201 1097 880 708 1644 937 745 524
is_linear=0
shrinkage=0.00196078


Tree=4655
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 133 1 4
split_gain=3.16563e-05 5.55311e-05 8.14834e-05 5.89971e-05 4.22624e-05 4.70133e-05 6.43705e-05 7.06211e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 0.065880000000000008 0.11198000000000001 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.023390147453054885 -0.017037345001468276 0.022215754710079347 -0.026515815453243025 0.0014044262215166985 -0.014630110651195589 0.018641475552683261 0.019417004498347983 -0.031395919052040339
leaf_weight=0.001147780345545915 0.0010119066520704921 0.0011503295439460248 0.0011090300070908292 0.0018972055762281849 0.0017315967831095271 0.0014608202865937893 0.0010055098618724449 0.0010036746450395291
leaf_count=128 161 279 398 768 1150 566 182 278
internal_value=0 0.00148211 -0.00106722 0.0023552 -0.00104587 0.00333675 -0.00238655 -0.00994416
internal_weight=0 0.0105059 0.00935562 0.00824659 0.00709881 0.00536721 0.00390639 0.00290088
internal_count=3910 3749 3470 3072 2944 1794 1228 1046
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=10
num_cat=0
split_feature=484 15 42 1 4 151 2 16 3
split_gain=0.000178309 5.62373e-05 0.000115232 6.83121e-05 0.000104115 0.000113306 0.00013123 8.41216e-05 6.6489e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 -0.00072999999999999985 -0.0088999999999999982 1.0000000180025095e-35 0.20277000000000003 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 8 7 -5 -6 -7 -2 -3
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.000803911087660674 -0.00045002282230191678 -0.00010430035942904915 0.00033744853524455881 0.00061454192042079885 -0.0004297196423323787 -0.00011884582325504026 0.00064200846017329575 0.00024283651730340168 -0.00079386569998837807
leaf_weight=0.0010208610897204972 0.0014911464198313557 0.0011083516447518184 0.0011168492901990654 0.0019380057323660589 0.0012563377530399782 0.0017640124569304725 0.0017226704654164412 0.0012289854404025013 0.0010439719563167314
leaf_count=612 584 369 620 476 154 265 272 194 364
internal_value=0 4.79335e-05 -0.00017359 0.000124966 0.000231617 7.51526e-05 0.000257071 -0.000136981 -0.00043877
internal_weight=0 0.0126703 0.00326917 0.00940116 0.00668103 0.00474302 0.00348668 0.00272013 0.00215232
internal_count=3910 3298 1353 1945 1167 691 537 778 733
is_linear=0
shrinkage=0.00196078


Tree=4657
num_leaves=9
num_cat=0
split_feature=124 13 13 15 151 2 16 15
split_gain=2.88301e-05 3.35015e-05 5.10589e-05 4.59559e-05 6.57975e-05 0.000111281 0.000140672 3.72621e-05
threshold=-0.061329999999999989 0.17936000000000002 0.00079000000000000012 1.0000000180025095e-35 -0.044604999999999992 0.087995000000000004 -0.087734999999999994 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=0.016040919094294746 -0.018316871730729802 -0.018238453650393557 0.019002035313183608 -0.016280744082533393 -0.013128581842592989 0.049037995334066685 -0.0099833113555770313 0.016403903292290651
leaf_weight=0.0010046912702207774 0.0013235960475076409 0.0010957931925084123 0.0012563868532357676 0.0018988002762996056 0.0017878541968682918 0.0010023600987270282 0.0010355805282122408 0.0011074521056121727
leaf_count=310 413 196 522 1202 521 292 353 101
internal_value=0 -0.00169016 0.000236468 -0.00265439 0.00148088 0.00679264 0.0181159 0.00365277
internal_weight=0 0.0105078 0.00941203 0.00815564 0.00625684 0.00493325 0.00314539 0.00214303
internal_count=3910 3600 3404 2882 1680 1267 746 454
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=9
num_cat=0
split_feature=159 1 484 12 49 0 52 4
split_gain=2.48399e-05 4.14051e-05 4.22361e-05 6.12448e-05 6.26279e-05 0.000123271 5.77467e-05 4.70661e-05
threshold=-0.034019999999999988 0.12958500000000003 0.084225000000000008 0.10129000000000001 -0.045004999999999996 -0.084304999999999977 0.083750000000000005 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.015170285148771508 0.015376401169042653 0.019456655014282506 0.016813680855825179 -0.025291979879561968 -0.036178694813092514 -0.0050943845148034815 0.025118629200156364 -0.0090649148074974546
leaf_weight=0.0010014303067979241 0.001927157225500087 0.0011230883747085701 0.0011804613296907867 0.0011069430014478679 0.0011503704469768652 0.001271917323927669 0.0012586085928497802 0.0014436638657933307
leaf_count=520 358 298 341 346 692 735 364 256
internal_value=0 0.00131566 -0.00086591 -0.00342394 8.79757e-06 -0.00577039 0.00993267 -0.021089
internal_weight=0 0.0104622 0.00933912 0.00815866 0.00705172 0.00512456 0.00253053 0.00259403
internal_count=3910 3390 3092 2751 2405 2047 1099 948
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=11
num_cat=0
split_feature=484 42 43 3 0 16 16 52 15 2
split_gain=0.000160704 6.76764e-05 5.88217e-05 0.000117608 9.29682e-05 8.10472e-05 0.000104919 0.00013056 6.44124e-05 3.91674e-05
threshold=-0.0043499999999999988 -0.097204999999999986 -0.074254999999999988 -0.078669999999999976 -0.07822999999999998 0.15737500000000001 -0.19424999999999998 1.0000000180025095e-35 -0.073314999999999991 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 8 -8 -4
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0008963311527336044 -0.00053837529874712438 -0.00048499040608208298 -0.00010670058531527915 0.00063397113730125358 0.00033008460867840165 -0.00054583084348226371 0.00018823513016574795 0.00073902447646447824 -0.0003900696958252885 -0.00063195632604796221
leaf_weight=0.0010146686386762098 0.0011471617681869705 0.0011641386171038128 0.0010389596668867144 0.0013219113219980847 0.001000339228911358 0.0014823957653038559 0.0017339678234642255 0.0010667598709292146 0.0012923971752436775 0.0011499122393114961
leaf_count=612 257 510 175 387 171 298 238 677 424 161
internal_value=0 -8.46921e-05 -3.84333e-05 0.000173146 -0.000108294 -0.000133437 -3.61225e-05 0.000149184 -5.87277e-05 -0.000382641
internal_weight=0 0.0123979 0.0112508 0.00348639 0.00216448 0.00776439 0.006282 0.00409312 0.00302636 0.00218887
internal_count=3910 3298 3041 1068 681 1973 1675 1339 662 336
is_linear=0
shrinkage=0.00196078


Tree=4660
num_leaves=12
num_cat=0
split_feature=484 156 42 150 4 43 0 0 4 1 4
split_gain=0.000160783 6.01861e-05 7.38214e-05 7.79466e-05 0.000104634 0.000111242 0.000184309 6.62211e-05 0.000110244 7.36711e-05 6.01558e-05
threshold=-0.0043499999999999988 0.089280000000000012 -0.097204999999999986 -1.0000000180025095e-35 0.27608500000000008 -0.074254999999999988 -0.070894999999999986 -0.22851499999999997 -0.077679999999999985 0.094485000000000013 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 10 -10 -9
right_child=1 -3 3 4 -6 7 -8 8 9 -11 -12
leaf_value=-0.00073918355296931013 -0.00040164568618023986 -0.00041144184125155693 -0.00038315169656847481 -2.9306821953632202e-05 0.00076465546646424282 0.00038986841285155419 0.0009197056325390392 -0.00013815955799625028 -0.00083762415899507668 -0.00010104759147714155 0.00047351041930268335
leaf_weight=0.0010782139630133901 0.0010805711058416287 0.0010083437366387579 0.00101089371462293 0.0016883049285855043 0.0010796013999092658 0.0010856491927091535 0.0014734696822628259 0.0014198333870522901 0.0010788986068112302 0.0010115173371369052 0.0010948233232033863
leaf_count=612 237 359 132 610 324 43 182 111 556 188 556
internal_value=0 4.86943e-05 8.72831e-05 0.000135563 0.000188358 0.000118076 0.000412958 -4.57615e-05 -0.000148462 -0.000481207 0.000128147
internal_weight=0 0.0130319 0.0120236 0.010943 0.0099321 0.0088525 0.00316177 0.00569072 0.00460507 0.00209042 0.00251466
internal_count=3910 3298 2939 2702 2570 2246 792 1454 1411 744 667
is_linear=0
shrinkage=0.00196078


Tree=4661
num_leaves=12
num_cat=0
split_feature=484 133 42 484 133 43 16 52 16 150 4
split_gain=0.000178153 0.000153406 8.78485e-05 0.000147727 0.00015182 0.000131604 0.000119323 0.000142043 0.000122458 8.81461e-05 0.000159482
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.087270000000000014 0.083815000000000014 0.0033500000000000005 -0.19424999999999998 0.086635000000000004 -0.52488999999999997 0.086420000000000011 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 9 -4 10 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0007976477470747255 -0.00036833006230229824 -0.00067878528089950396 0.00033432115060134839 -0.00049017193287746144 0.00091817462117080556 -0.00046459952933241644 -0.00015794683391952402 0.00093939162965683669 -0.00062209107856186509 -0.00026289330308735062 0.00079480266508684372
leaf_weight=0.0010299453821639793 0.0013105703967723212 0.0010257118789430532 0.0010248517546828247 0.0011648454281125058 0.0011484525974746534 0.0011295461878534242 0.0011555628009966967 0.0014252809259801885 0.0010339999297445195 0.001071638211104513 0.0016258997456452028
leaf_count=612 351 481 121 323 350 425 441 290 125 132 259
internal_value=0 4.92567e-05 0.00011102 0.000169296 0.000249188 0.000158446 0.000254362 0.000410528 -0.00014601 0.000214898 0.000398981
internal_weight=0 0.0131164 0.0120906 0.0107801 0.00961523 0.00846678 0.00733723 0.00527838 0.00205885 0.0038531 0.00278146
internal_count=3910 3298 2817 2466 2143 1793 1368 1122 246 832 700
is_linear=0
shrinkage=0.00196078


Tree=4662
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 150 4 43
split_gain=2.46356e-05 4.75801e-05 4.58275e-05 6.90305e-05 6.71217e-05 4.20164e-05 5.28482e-05 4.43462e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.085360000000000005 -0.08422499999999998 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.019596410813948834 -0.015189732911029957 0.019237797576284035 -0.019248904637548844 0.02031230173617073 0.016845723788096369 -0.026528904817891719 0.020514038967664978 -0.0057824447510168393
leaf_weight=0.0011957305542995159 0.001008297678776326 0.001280640544449217 0.0014493728894057543 0.0015547516851843503 0.0013349310968639025 0.0010165747029346524 0.0010479802155211062 0.0016525715619126833
leaf_count=275 161 388 634 130 340 220 590 1172
internal_value=0 0.00117237 -0.00132822 0.00138321 -0.00314349 -0.00830834 -0.00384499 0.00442221
internal_weight=0 0.0105326 0.00925191 0.00805618 0.00650143 0.0051665 0.00414992 0.00270055
internal_count=3910 3749 3361 3086 2956 2616 2396 1762
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=12
num_cat=0
split_feature=484 133 42 484 133 3 3 16 3 0 1
split_gain=0.000151537 0.000104393 0.00010237 0.000147082 0.000181364 0.000116143 0.000171328 0.00015352 9.2871e-05 0.000113857 0.000149334
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.087270000000000014 0.083815000000000014 -0.11266 -0.078884999999999997 -0.30307999999999996 -0.016619999999999996 -0.23029999999999998 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 -10 -11
right_child=1 -3 3 -5 -6 6 7 8 9 10 -12
leaf_value=-0.00072942934571416473 -0.00042136784118778628 -0.00055394865538724476 0.0005972540642018928 -0.00049078260279750109 0.00095335817704319951 -0.00069205339976899675 -0.00047930554719889055 0.00079907051750231469 0.00068540301996885124 -0.00063418344791275276 0.0003521865730536244
leaf_weight=0.0010446370839847932 0.0013113917443709705 0.0010284518644578773 0.0016981184888410373 0.0011958856078925226 0.0011950342548953568 0.0010808568060574715 0.0011612451292865849 0.0011573700210144068 0.0010833274763337769 0.001051435530149452 0.0013449901985943505
leaf_count=612 351 481 251 323 350 661 171 347 41 126 196
internal_value=0 4.61309e-05 9.63891e-05 0.000158293 0.000237723 0.000138018 2.46567e-05 0.000158256 0.000317917 0.000157885 -8.05848e-05
internal_weight=0 0.0133081 0.0122797 0.0109683 0.00977238 0.00857734 0.00687923 0.00579837 0.00463712 0.00347975 0.00239643
internal_count=3910 3298 2817 2466 2143 1793 1542 881 710 363 322
is_linear=0
shrinkage=0.00196078


Tree=4664
num_leaves=12
num_cat=0
split_feature=484 133 42 484 133 43 16 52 16 4 48
split_gain=0.00026352 0.000121056 0.000140451 0.000181174 0.000212302 0.000153756 0.000151297 0.000127987 0.000125812 0.000106116 0.000106328
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.087270000000000014 0.083815000000000014 0.0033500000000000005 -0.19424999999999998 0.086635000000000004 -0.52488999999999997 -0.032604999999999995 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 9 -4 -8 -11
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00092361781803004513 -0.00048126294193073435 -0.00058351766710764081 0.00030133852348895185 -0.00053622867508439998 0.0010217655338616391 -0.00049625678710220388 -0.00019523153542906683 0.00093211368772683396 -0.00063725739120995496 0.00081075489811711541 3.8966626852420367e-06
leaf_weight=0.0011304127629473805 0.0013580315828555954 0.0010338436033032082 0.0010967545235774441 0.0011929402012525797 0.0012686823957481176 0.0011756244345267116 0.0013259703436375577 0.001484479713676979 0.0010995156854272784 0.0015596649015263281 0.0010511145019396484
leaf_count=612 351 481 121 323 350 425 457 290 125 228 147
internal_value=0 6.15254e-05 0.000114398 0.000186273 0.000271933 0.000163746 0.000265606 0.000441493 -0.000168549 0.000256488 0.000485909
internal_weight=0 0.0136466 0.0126128 0.0112547 0.0100618 0.00879312 0.0076175 0.00542123 0.00219627 0.00393675 0.00261078
internal_count=3910 3298 2817 2466 2143 1793 1368 1122 246 832 375
is_linear=0
shrinkage=0.00196078


Tree=4665
num_leaves=11
num_cat=0
split_feature=484 474 160 51 133 133 160 42 0 0
split_gain=0.000165792 6.04907e-05 7.92178e-05 8.73175e-05 5.53459e-05 8.08221e-05 8.29631e-05 6.92554e-05 0.000134568 7.89227e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 0.090935000000000016 0.099765000000000006 0.083815000000000014 0.0050800000000000003 -1.0000000180025095e-35 -0.070894999999999986 -0.14012999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00077064863922465267 -0.00042605161864540345 0.0004963213259995123 -0.00031940605879545624 0.00056438685931372743 -0.00039686855878613334 0.00058109808113774902 -0.00051039925571200997 0.00028849327646437745 0.00070694399656349657 -0.00031953929861415568
leaf_weight=0.0010271557810911823 0.0014244405848212573 0.0010612305130513955 0.0013199687410695845 0.0012003966061830953 0.0011670805479386285 0.0010020699298662859 0.0010937929777367255 0.0015895162957132772 0.0013651089934111648 0.0016969741182696618
leaf_count=612 572 298 556 208 422 250 175 164 253 400
internal_value=0 4.78253e-05 7.69178e-06 6.69009e-05 2.23257e-06 5.99688e-05 -1.39422e-05 7.69922e-05 0.000189477 -2.54634e-05
internal_weight=0 0.0129206 0.0118593 0.0104349 0.00923451 0.00806743 0.00706536 0.00597157 0.0046516 0.00328649
internal_count=3910 3298 3000 2428 2220 1798 1548 1373 817 564
is_linear=0
shrinkage=0.00196078


Tree=4666
num_leaves=10
num_cat=0
split_feature=124 13 160 157 133 151 4 16 4
split_gain=2.78334e-05 2.83833e-05 4.53728e-05 8.70249e-05 5.41233e-05 7.94679e-05 9.63476e-05 0.000104782 7.16798e-05
threshold=-0.061329999999999989 0.17936000000000002 -1.0000000180025095e-35 -0.013279999999999998 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 0.24895000000000003 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 -7
right_child=1 -3 4 -5 5 6 -8 -9 -10
leaf_value=0.015498505382023514 0.0090680065213054536 -0.016936519746679691 -0.016928846160648516 -0.030960432295022735 -0.015093333055144513 0.031543186576945478 0.03700589827051947 -0.020873717861022986 -0.0015261906049319745
leaf_weight=0.0010233547847799578 0.0010013855529434753 0.0011054411210534862 0.0010776678259462012 0.0011868697274664136 0.0012606790309815574 0.0013787221844556142 0.0012527583895500733 0.0011054536721463908 0.0012494673466556341
leaf_count=310 388 196 810 702 274 447 231 288 264
internal_value=0 -0.00176979 -7.36499e-06 -0.0126427 0.00376741 0.00733767 0.0130088 0.00495694 0.0158217
internal_weight=0 0.0106184 0.009513 0.00218826 0.00732475 0.00624708 0.0049864 0.00373364 0.00262819
internal_count=3910 3600 3404 1090 2314 1504 1230 999 711
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=11
num_cat=0
split_feature=484 41 474 160 42 151 42 4 1 2
split_gain=0.000141111 5.4373e-05 8.45957e-05 8.58428e-05 9.49837e-05 8.06972e-05 8.57833e-05 8.43277e-05 0.000119891 6.20312e-05
threshold=-0.0043499999999999988 0.075585000000000013 0.084655000000000022 -0.080734999999999987 -0.090359999999999982 -0.0088999999999999982 0.091955000000000023 -0.083329999999999987 0.095575000000000007 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 9 -9 -7
right_child=1 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=-0.00070250776251353528 -0.00045235056664651516 -0.00038942397172699148 0.00062335010037481301 -0.00041805416424959071 -0.00023696159206088428 0.00099792356503999305 -0.00022153938868549691 -0.00016401659675931548 0.00054884030422592666 0.00032320954892569849
leaf_weight=0.0010409090230738211 0.0012356714080059431 0.0010075013694151288 0.0010254534170527812 0.0012065353850046505 0.001532501331577907 0.0010858948937655655 0.0011779761305135278 0.001886712660868666 0.0017469571993930187 0.0010122070833361516
leaf_count=612 527 193 307 297 304 236 441 626 254 113
internal_value=0 4.79623e-05 8.49624e-05 3.42394e-05 9.65546e-05 0.000170101 0.000260382 0.000359425 0.000178703 0.000672415
internal_weight=0 0.0129174 0.0119099 0.0108845 0.00964878 0.00844225 0.00690975 0.00573177 0.00363367 0.0020981
internal_count=3910 3298 3105 2798 2271 1974 1670 1229 880 349
is_linear=0
shrinkage=0.00196078


Tree=4668
num_leaves=11
num_cat=0
split_feature=484 3 160 42 3 43 16 2 16 2
split_gain=0.000163072 6.37421e-05 6.38855e-05 0.00012424 9.04084e-05 0.000177256 0.000104678 0.000121854 0.00011631 7.93415e-05
threshold=-0.0043499999999999988 -0.15464999999999998 -0.082384999999999986 -1.0000000180025095e-35 -0.078884999999999997 -0.074254999999999988 -0.19424999999999998 0.11260500000000001 1.0000000180025095e-35 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 9 -6 -7 8 -8 -5
right_child=1 2 3 4 5 6 7 -9 -10 -11
leaf_value=-0.00074727844479579686 0.00048210536592812795 -0.00037287866771472302 -0.00038327973583427295 -0.00058137399020977598 0.00099224465624447975 -0.00032919179309898313 0.00036996044769445124 0.00084322545594663816 -0.00045310813203217141 0.00016132602055615833
leaf_weight=0.0010695986212746799 0.001186866916428767 0.0014999173425286295 0.0019882715415509662 0.0010272039555131261 0.0011040991743724304 0.001410237455128035 0.0018723182071685137 0.0011132331551542514 0.0010195283890822287 0.0011979381210051763
leaf_count=612 227 590 867 358 251 179 238 163 126 299
internal_value=0 4.8261e-05 6.1678e-06 5.91397e-05 0.000159734 0.000276211 0.000130222 0.000291988 7.97854e-05 -0.00018153
internal_weight=0 0.0134196 0.0122327 0.0107328 0.00874456 0.00651942 0.00541532 0.00400508 0.00289185 0.00222514
internal_count=3910 3298 3071 2481 1614 957 706 527 364 657
is_linear=0
shrinkage=0.00196078


Tree=4669
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 160 13 16 3 4 2
split_gain=0.000167624 5.02619e-05 0.000139276 9.71253e-05 0.000140555 7.09379e-05 9.91798e-05 6.87589e-05 8.81186e-05 6.69471e-05 5.95391e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.083654999999999993 -0.10241499999999999 -0.094359999999999986 0.088060000000000013 -0.083329999999999987 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 -5 -7 -8 -9 -3 -6
right_child=1 2 -4 4 10 6 7 8 -10 -11 -12
leaf_value=-0.00077701492101789685 -0.00040816545197155468 -0.00010814290823768669 0.00040806510265392767 -0.00010394269237407259 -0.00055640458952624318 0.00095061941057824598 -5.5637085853906351e-05 9.0364829330999658e-05 0.00084413675436528909 -0.00079715681339401993 8.2211115076951687e-05
leaf_weight=0.0010216837205766641 0.0011671751877420531 0.0010957971796253189 0.0010978237800312678 0.0010733201773926084 0.0010711548416302238 0.0011708826253484252 0.0013574183068761664 0.0011065191597714455 0.0012930901069585499 0.0010731204878157842 0.0011791644963731322
leaf_count=612 280 395 620 203 243 133 209 374 74 338 429
internal_value=0 4.85668e-05 -0.000161006 0.000121254 0.00019614 0.000352846 0.000452337 0.000297047 0.000496554 -0.000449048 -0.000221771
internal_weight=0 0.0126855 0.00326674 0.00941872 0.00825155 0.00600123 0.00492791 0.00375703 0.00239961 0.00216892 0.00225032
internal_count=3910 3298 1353 1945 1665 993 790 657 448 733 672
is_linear=0
shrinkage=0.00196078


Tree=4670
num_leaves=8
num_cat=0
split_feature=123 133 160 2 3 42 12
split_gain=2.70597e-05 6.09977e-05 8.56452e-05 5.63743e-05 8.03935e-05 6.18652e-05 4.81346e-05
threshold=1.0000000180025095e-35 -0.036599999999999987 -1.0000000180025095e-35 0.11339500000000001 0.096385000000000012 0.088115000000000013 0.085945000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.017594697463172531 0.01548313916568086 -0.023599911501083516 -0.00089220950647473935 -0.016915220485074496 0.023835247227116177 0.014745715315274958 -0.027666082978875864
leaf_weight=0.0014195425698776349 0.0010008070655037971 0.0018996439997655597 0.0017965807646942696 0.0015256974744234462 0.0015929562952137011 0.00139963270689622 0.0010722378815225288
leaf_count=755 334 968 338 318 141 459 597
internal_value=0 -0.00171142 -0.00466249 0.000207393 0.00466433 -0.00249012 -0.0108991
internal_weight=0 0.0107063 0.00928675 0.00738711 0.00586141 0.00426845 0.00286882
internal_count=3910 3576 2821 1853 1535 1394 935
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=10
num_cat=0
split_feature=484 474 42 160 151 133 12 0 1
split_gain=0.000175605 6.78941e-05 5.56926e-05 9.42784e-05 7.21608e-05 7.82919e-05 0.000102881 0.000147561 0.000105515
threshold=-0.0043499999999999988 0.085070000000000021 -0.089744999999999978 -0.080734999999999987 -0.0088999999999999982 0.095090000000000022 0.095295000000000019 -0.077944999999999987 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00076844758287112193 -0.00034251261956678465 0.00052605496090863335 -0.00044752920047129858 -0.00023332358193995951 -9.550293359411286e-05 -0.00029613475237663444 -0.00017780232799463949 0.00095875583904900816 0.00056508955800966501
leaf_weight=0.0010902721363980324 0.001517856819980728 0.0010608595763941389 0.0012456359134430184 0.0017401060857929725 0.0019880735455790896 0.0010195298034473711 0.0014274806911645293 0.0014055154917937394 0.0017461024650203432
leaf_count=612 391 298 511 331 623 392 291 272 189
internal_value=0 5.04423e-05 8.70985e-06 5.91339e-05 0.000126801 0.0002094 0.000287883 0.00041722 0.00021339
internal_weight=0 0.0131512 0.0120903 0.0105724 0.00932681 0.0075867 0.00656717 0.00513969 0.00373418
internal_count=3910 3298 3000 2609 2098 1767 1375 1084 812
is_linear=0
shrinkage=0.00196078


Tree=4672
num_leaves=11
num_cat=0
split_feature=484 42 16 0 2 3 0 43 15 2
split_gain=0.000148236 7.3997e-05 6.50874e-05 0.000115775 8.62375e-05 0.000269996 0.000129043 7.83752e-05 6.74944e-05 0.000115003
threshold=-0.0043499999999999988 -0.097204999999999986 -0.19424999999999998 -0.23029999999999998 0.11260500000000001 0.090325000000000003 -0.06402999999999999 -0.0037249999999999996 -0.14097499999999996 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 5 6 7 -5 -3 -10
right_child=1 2 3 4 -6 -7 -8 -9 9 -11
leaf_value=-0.00073061581535065602 -0.00043323564756374261 0.00023969680544591677 0.00077659338429181713 -0.00033100260864161367 0.00051410837260332503 -0.00084756444677551424 0.00062879886604131827 0.00027545687666511869 9.0107044131729517e-05 -0.00083699762004213149
leaf_weight=0.0010433577477225184 0.0011683162181201417 0.0010759534784266305 0.0010659919800222193 0.0017021990994063737 0.0014667870139258516 0.0012046461498548822 0.0016822398921712252 0.0015795256991756278 0.0010448824372157289 0.0010132522222435058
leaf_count=612 257 252 54 1182 338 109 264 586 124 132
internal_value=0 3.75407e-05 8.40125e-05 0.000171279 8.67698e-05 -1.48438e-05 0.000187239 -3.91078e-05 -0.000158271 -0.000366321
internal_weight=0 0.0130038 0.0118355 0.00870139 0.0076354 0.00616861 0.00496396 0.00328172 0.00313409 0.00205813
internal_count=3910 3298 3041 2533 2479 2141 2032 1768 508 256
is_linear=0
shrinkage=0.00196078


Tree=4673
num_leaves=9
num_cat=0
split_feature=133 484 42 43 0 12 16 52
split_gain=2.67933e-05 4.12353e-05 6.60952e-05 8.26899e-05 9.82493e-05 5.77478e-05 6.55931e-05 0.000112992
threshold=0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.06705499999999999 -0.070894999999999986 0.088375000000000023 -0.19424999999999998 -0.0058499999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8
right_child=-2 -3 3 5 -6 -7 7 -9
leaf_value=-0.020811746344391986 -0.015701299715816384 -0.017883826137846861 0.0033730395565056389 -0.014929241259250823 0.042009279841765314 -0.019696333036970191 -0.0053119366042297753 0.030570145495791259
leaf_weight=0.0010217254577973246 0.0010230540964398281 0.0010206514390844997 0.0014620868279513742 0.0012691188008793655 0.0011970256597297383 0.0012339683312484985 0.0018635284080240995 0.0016587572386693732
leaf_count=357 598 337 801 196 258 633 321 409
internal_value=0 0.00123603 0.00324657 0.00607701 0.0207655 -0.000405307 0.00456286 0.0115861
internal_weight=0 0.0107269 0.00970621 0.00868449 0.00265911 0.00602537 0.0047914 0.00352229
internal_count=3910 3312 2975 2618 1059 1559 926 730
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=10
num_cat=0
split_feature=1 0 133 47 15 48 16 160 3
split_gain=2.61153e-05 7.22337e-05 7.456e-05 3.70868e-05 5.78193e-05 9.18859e-05 0.000107095 2.55353e-05 2.20757e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.087850000000000025 0.079360000000000014 0.086215000000000014 -0.075409999999999991 -0.061284999999999992 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -8 -5
right_child=3 2 -4 8 -6 -7 7 -9 -10
leaf_value=-0.029784711564715967 0.049077752551556164 0.015611394913266222 -0.018150857868973101 0.00089865628444933004 -0.013326950692430796 -0.0087675340731141454 0.020381348441585161 -0.0021707698132620696 -0.017986053459947526
leaf_weight=0.0010213178069097993 0.001007988986685031 0.0015603620362588451 0.0011261970366111009 0.0014900427582187408 0.0010566940290433133 0.00136772684761911 0.0010064544982061718 0.0010018423823768892 0.0010589019750381068
leaf_count=1044 331 435 529 278 493 219 206 276 99
internal_value=0 -0.0071474 0.00145837 0.00300732 0.00767067 0.0127318 0.0224806 0.00913119 -0.00694657
internal_weight=0 0.00370788 0.00268656 0.00798965 0.00544071 0.00438401 0.00301629 0.0020083 0.00254894
internal_count=3910 2008 964 1902 1525 1032 813 482 377
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=9
num_cat=0
split_feature=52 52 1 160 133 133 52 1
split_gain=2.34564e-05 5.24744e-05 8.80166e-05 4.72429e-05 4.77256e-05 4.22456e-05 6.34525e-05 3.54892e-05
threshold=-0.27466499999999994 -0.048794999999999991 0.097480000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08845500000000002 0.048490000000000012 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=-0.014535085193992056 -0.00028543448526372595 -0.019438005298396541 0.035372621658435015 -0.019311648452595823 -0.014416132564240174 -0.012825693227633207 0.024448571285682546 0.010049878659871503
leaf_weight=0.0010379280032086049 0.0019533930093785512 0.0014530355814400412 0.0010721779810094522 0.0010048522544345998 0.0010905575419149474 0.0011020686954344248 0.0016354403532020168 0.0012991923675801157
leaf_count=425 460 924 305 742 180 464 202 208
internal_value=0 0.00121605 0.0123508 -0.00322538 0.000616286 0.00452181 0.00927143 -0.00111514
internal_weight=0 0.0106107 0.00302557 0.00758515 0.00613211 0.00512726 0.00402519 0.00238975
internal_count=3910 3485 765 2720 1796 1054 590 388
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=10
num_cat=0
split_feature=48 4 42 124 133 47 49 4 2
split_gain=2.29738e-05 4.40921e-05 5.4652e-05 4.38729e-05 0.00010585 0.000108182 8.59347e-05 0.000125057 6.98756e-05
threshold=0.11930500000000001 0.28937500000000005 0.091955000000000023 -0.0076699999999999989 0.086895000000000014 0.085165000000000018 -0.07107999999999999 -0.12499499999999999 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.017527115230564404 -0.014554031790180577 0.018588378842295802 -0.021348993635630902 -0.032801098499574625 0.033653653399258562 0.024965819359806712 -0.029014376064596697 -0.0036419230121109494 0.029180995366177354
leaf_weight=0.0010334975709415488 0.0010131123538794787 0.0012829332317467581 0.0011747369880823122 0.0010523515525451446 0.0010611555751760477 0.0013002222814074028 0.0010808746836557313 0.0014123867938446836 0.0011993557237157209
leaf_count=187 161 388 664 167 576 241 253 901 372
internal_value=0 0.00120804 -0.00118582 0.00172412 0.00452388 -0.000589475 -0.00759217 -0.000407926 0.0114309
internal_weight=0 0.0105975 0.00931458 0.00813984 0.00710635 0.00604519 0.00474497 0.00369262 0.00261174
internal_count=3910 3749 3361 2697 2510 1934 1693 1526 1273
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=10
num_cat=0
split_feature=484 3 1 52 4 0 4 15 15
split_gain=9.71929e-05 4.16775e-05 4.26193e-05 7.13275e-05 7.2143e-05 9.36915e-05 4.62855e-05 4.08596e-05 9.78433e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.10113500000000002 0.086950000000000013 -0.076854999999999993 -0.10071499999999999 0.028075000000000006 -0.038029999999999987 -0.14676499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -4 8 -8
right_child=1 2 6 -5 5 -7 7 -9 -10
leaf_value=-0.00056560809810288486 0.00041762536641223549 0.00032669008728689763 0.00047976830369950754 -0.0004620318824641218 0.00010048355038042677 -0.00060699980100089993 0.00034050018250470382 0.00036322891238245886 -0.00046379399690102879
leaf_weight=0.0011065595700182852 0.0010357279844117251 0.0018405595983066662 0.0012112064615743649 0.0015559823695309198 0.0019238674555647217 0.0011497436602063377 0.0010417775565974244 0.0010078838821019178 0.0013162252394538409
leaf_count=627 225 571 299 803 246 675 276 62 126
internal_value=0 4.15301e-05 6.26953e-06 -9.61643e-05 1.96809e-05 -0.000164164 0.000151069 3.2788e-05 -0.000108453
internal_weight=0 0.012083 0.0110472 0.00647015 0.00491417 0.00307361 0.00457709 0.00336589 0.002358
internal_count=3910 3283 3058 2295 1492 921 763 464 402
is_linear=0
shrinkage=0.00196078


Tree=4678
num_leaves=9
num_cat=0
split_feature=49 42 3 0 51 47 0 3
split_gain=2.52367e-05 4.80845e-05 5.20813e-05 0.00010759 5.52951e-05 4.44169e-05 4.28875e-05 3.82774e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -0.077944999999999987 -0.07174999999999998 0.087945000000000009 -0.10783 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 7 -1 -6
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=0.018894024274494065 0.014087323729770361 -0.041720157026613955 -0.021680138403977024 0.0024513869179656747 0.025547984969072235 -0.011380789677364384 -0.0067984412351230735 0.0022582784145014872
leaf_weight=0.0015818849617610744 0.0014285001595856746 0.0010637912575967214 0.0010001924657028136 0.001144879079151102 0.0011331742492716175 0.0012511390046582894 0.0011025433198832966 0.0018706425893910898
leaf_count=218 529 1107 271 391 703 197 311 183
internal_value=0 -0.00272142 -0.00593845 -0.0188235 -0.000523013 0.00445029 0.00834166 0.0110442
internal_weight=0 0.00889232 0.00746382 0.00220867 0.00525515 0.00425496 0.00268443 0.00300382
internal_count=3910 3381 2852 1498 1354 1083 529 886
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=10
num_cat=0
split_feature=124 50 484 160 52 49 2 13 1
split_gain=2.38906e-05 2.96774e-05 5.53568e-05 6.77668e-05 6.38777e-05 7.39298e-05 3.54493e-05 8.55517e-05 5.74773e-05
threshold=-0.061329999999999989 0.088425000000000017 0.084225000000000008 0.090735000000000024 -0.089799999999999977 -0.047309999999999998 0.10946500000000002 -0.0038299999999999996 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=0.014526449472104894 -0.018353908470135301 -0.017567636941864816 0.020349414643683828 -0.026902558353046776 0.027188971870604296 -0.023581251037732811 0.015101436799483406 -0.0091254306678298404 0.024505596847013499
leaf_weight=0.0010127029410855288 0.0014186485510555898 0.001042751511341135 0.001192689563512885 0.0010146336659812337 0.0012209374651368111 0.001490390701143846 0.0011114375820045061 0.0010003571434137088 0.0010328760733179744
leaf_count=310 490 664 388 280 189 974 247 291 77
internal_value=0 -0.00155486 0.000206093 -0.0026922 0.000684551 0.00529673 -0.000469987 -0.0053816 0.00795903
internal_weight=0 0.0105247 0.00948197 0.00828928 0.00727465 0.005856 0.00463506 0.00352362 0.00203323
internal_count=3910 3600 2936 2548 2268 1778 1589 1342 368
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=8
num_cat=0
split_feature=159 1 484 12 49 15 52
split_gain=2.24804e-05 3.95195e-05 3.84255e-05 4.72989e-05 5.63276e-05 9.52939e-05 7.55209e-05
threshold=-0.034019999999999988 0.12958500000000003 0.073820000000000011 0.10129000000000001 -0.047894999999999993 -0.07142999999999998 0.0053050000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.014440114957353251 0.014895372325489809 0.018903022856355242 0.014993648384018558 -0.022657102382143843 -0.02296856340280895 -0.0091760795435789841 0.021749838290664302
leaf_weight=0.0010019794849607409 0.0017849174460604312 0.0011299605614254879 0.001309149862648116 0.0011088816062333542 0.0019750718161197431 0.0017229433988655406 0.0014576867040322966
leaf_count=520 333 298 370 345 567 826 651
internal_value=0 0.00123768 -0.000895223 -0.00347935 -0.000415376 -0.005716 0.00499731
internal_weight=0 0.0104886 0.00935865 0.0080495 0.00694062 0.0051557 0.00318063
internal_count=3910 3390 3092 2722 2377 2044 1477
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=11
num_cat=0
split_feature=484 474 160 42 51 160 15 2 4 42
split_gain=0.000190661 7.6351e-05 6.95618e-05 0.000100766 7.42609e-05 8.66712e-05 8.54925e-05 0.00013816 9.6591e-05 7.22971e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -1.0000000180025095e-35 0.090935000000000016 0.087825000000000014 -0.10192499999999999 0.10488500000000002 0.0021050000000000005 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00081115020989123716 -0.00039289137445355017 0.00056486758429083624 -0.00032742517185732769 -0.00023189171501879452 0.00063327748532312903 -0.00041191251485048859 0.00066792731290757303 -0.00018373638783251869 0.0010003287995400849 -6.477773082708462e-05
leaf_weight=0.0010462182418362791 0.0014200267616713532 0.0010542735273843537 0.0019848662449877914 0.0014596226243431291 0.0011223815495751592 0.0011138951680901097 0.0010001119199041959 0.0014814826778348513 0.0011340872204438205 0.0010734933059252799
leaf_count=612 572 298 844 249 180 166 165 239 112 473
internal_value=0 5.93194e-05 1.41126e-05 6.98464e-05 0.000163886 9.13462e-05 0.000182515 0.000311509 0.00054024 0.00028861
internal_weight=0 0.0128442 0.01179 0.0103699 0.00838507 0.00726269 0.0061488 0.00468918 0.00320769 0.00207361
internal_count=3910 3298 3000 2428 1584 1404 1238 989 750 638
is_linear=0
shrinkage=0.00196078


Tree=4682
num_leaves=9
num_cat=0
split_feature=3 1 13 4 4 47 15 3
split_gain=2.06128e-05 3.93352e-05 4.97403e-05 7.80683e-05 0.000123723 5.77318e-05 4.62528e-05 6.24161e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008 0.087850000000000025 -1.0000000180025095e-35 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 -2 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=0.013430167781656975 -0.026006270706303455 0.028310413850987388 -0.026049240581393164 0.031116656417463518 -0.011430389942079669 -0.0032289929803143297 -0.017355236916880717 0.011594980256724242
leaf_weight=0.0010226043829735911 0.0011561614612196438 0.0013694432175720851 0.0010962590078734662 0.0011278241781174092 0.001734644985968265 0.001007250267221464 0.0014458724266668871 0.0015357162740239029
leaf_count=259 1056 727 240 62 182 207 984 193
internal_value=0 -0.0014444 0.00350834 -0.00335721 0.00533331 0.0149439 -0.00902769 -0.00244395
internal_weight=0 0.0104732 0.00633542 0.00395873 0.00286247 0.00237669 0.00413775 0.00298159
internal_count=3910 3651 1418 484 244 934 2233 1177
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=9
num_cat=0
split_feature=52 52 14 43 16 48 1 16
split_gain=2.0035e-05 4.86388e-05 3.35213e-05 4.76779e-05 8.75404e-05 7.52878e-05 5.46137e-05 4.8688e-05
threshold=-0.27466499999999994 -0.091329999999999981 -1.0000000180025095e-35 -0.0037249999999999996 -0.17157499999999998 0.091875000000000012 0.094890000000000016 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5
right_child=1 2 3 5 -6 -7 -8 -9
leaf_value=-0.013473207020011766 0.019905164647203918 -0.018523113739525487 0.014470800557691413 0.018325920350590937 -0.021438579529635106 -0.015334657790350243 0.032231658391174846 -0.0077102203439051997
leaf_weight=0.0010216356071960477 0.0012266951093516587 0.0010057174489195376 0.001031237104750061 0.0015204734204108277 0.0019868589374487378 0.0011979850585062818 0.0010984982765067344 0.0013612729053607744
leaf_count=425 376 150 266 320 1588 166 257 362
internal_value=0 0.00120053 -0.00129292 0.000821281 -0.0091689 0.00664399 0.0132592 0.00602703
internal_weight=0 0.0104287 0.00920204 0.00819633 0.0030181 0.00517823 0.00398024 0.00288175
internal_count=3910 3485 3109 2959 1854 1105 939 682
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=10
num_cat=0
split_feature=3 1 4 13 52 16 47 52 2
split_gain=1.84625e-05 3.19477e-05 4.22326e-05 3.86278e-05 7.48989e-05 5.64143e-05 4.603e-05 3.11766e-05 1.50087e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.083329999999999987 -0.0024749999999999993 -0.074484999999999982 -0.057604999999999996 0.087850000000000025 -0.036004999999999988 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 6 -5 -6 -3 -4 -2
right_child=1 3 7 4 5 -7 -8 -9 -10
leaf_value=0.012772142711095807 -0.0064201286204879212 0.025263485403047195 -0.0053891238383742103 -0.023280831569457656 -0.0055817593499011232 0.023944464326273208 -0.0029931549088103317 -0.029799032910832635 0.010819400895761748
leaf_weight=0.00101555468911138 0.0010195187291837083 0.0013555823115411535 0.0010016594497653313 0.0012391308629182696 0.0015880530092520933 0.0010921246645425723 0.0010030958943980067 0.001095478332745868 0.0010006552415208723
leaf_count=259 455 727 484 153 216 115 207 1223 71
internal_value=0 -0.00135433 -0.00819982 0.00313517 -0.00294996 0.00644965 0.0132465 -0.0181401 0.00211915
internal_weight=0 0.0103953 0.00411731 0.00627799 0.00391931 0.00268018 0.00235868 0.00209714 0.00202017
internal_count=3910 3651 2233 1418 484 331 934 1707 526
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=9
num_cat=0
split_feature=52 160 160 15 42 15 2 13
split_gain=2.17203e-05 5.093e-05 5.00518e-05 6.03648e-05 4.3582e-05 3.96259e-05 6.56243e-05 2.28493e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.026849999999999995 -0.053579999999999996 -1.0000000180025095e-35 -0.10192499999999999 0.10113500000000002 -0.081124999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 -6 7 -7
right_child=1 4 3 -5 5 6 -8 -9
leaf_value=0.024962507400652492 -0.02037113283623523 -0.017220332206439062 0.01158729359901191 -0.017380261984548919 -0.0094948257915181099 0.032641407758352947 -0.006136743073948534 0.011693396811521064
leaf_weight=0.0010211856874725311 0.0014119644085216244 0.0011030260023243187 0.0016916072310415144 0.0012516806647560547 0.0013916885367774323 0.001000060411086448 0.0014196276542712007 0.0010863056664202945
leaf_count=244 924 695 518 428 266 323 187 325
internal_value=0 -0.00328323 0.00588678 -0.000731627 0.000737543 0.00478191 0.010449 0.0217344
internal_weight=0 0.00741267 0.00396447 0.00294329 0.00600071 0.00489768 0.00350599 0.00208637
internal_count=3910 2720 1190 946 1796 1101 835 648
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=9
num_cat=0
split_feature=11 13 42 3 133 16 2 16
split_gain=1.8849e-05 2.76977e-05 4.03495e-05 5.43725e-05 4.03711e-05 4.851e-05 6.41188e-05 9.23574e-05
threshold=0.077330000000000024 0.23436000000000004 0.091955000000000023 -0.088024999999999978 0.077945 -0.19424999999999998 0.089785000000000018 -0.063614999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.019761645054054519 -0.012659545920458605 0.016941206299210906 -0.018713078283075332 -0.022863320771008659 0.01283724019747829 -0.015481218701313715 0.033184258949324245 -0.0069071008260141306
leaf_weight=0.001412401286550507 0.0010776390534204825 0.0010129919887889036 0.0010725582125863968 0.0012766667476634174 0.0014724779962223458 0.0016681675668693799 0.001000269458510292 0.0013502718024022138
leaf_count=554 279 166 759 234 686 772 179 281
internal_value=0 0.00124267 -0.000475997 0.00191517 -0.00180926 -0.00588199 -0.000487353 0.0101537
internal_weight=0 0.0102658 0.00925281 0.00818025 0.00676785 0.00529538 0.00401871 0.00235054
internal_count=3910 3631 3465 2706 2152 1466 1232 460
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=11
num_cat=0
split_feature=11 3 124 0 13 1 13 48 43 1
split_gain=7.67752e-05 9.51307e-05 7.38417e-05 8.27712e-05 0.000118242 7.82518e-05 7.62766e-05 0.000100044 7.77412e-05 7.68683e-05
threshold=0.081005000000000008 -0.12008499999999998 -0.048219999999999992 -0.053834999999999994 -0.071594999999999978 0.12263000000000002 -0.0038299999999999996 0.085760000000000017 -0.07526999999999999 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 9 -4 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=0.00050535548852344921 -0.00052769201752836956 0.00043515841788867082 7.3214914237253033e-06 4.7649080984538957e-05 -0.00089102472311123444 0.00048096948850392935 0.00057713270973431283 -0.00038224252725153012 -0.00070364392011831943 -5.4490772442823262e-05
leaf_weight=0.0014660528745478575 0.001003079570304031 0.001188498592192032 0.0011643931638271039 0.0010114412243160545 0.0010531741478898701 0.0011570171847405672 0.0015808080718121729 0.0012376075891151611 0.0012014184392015325 0.0013940447681011076
leaf_count=211 233 309 760 74 277 160 418 137 1194 137
internal_value=0 3.61962e-05 -2.63981e-05 -8.23741e-05 -0.000431175 1.07238e-05 -7.19852e-05 8.62458e-05 -0.000353725 0.000281148
internal_weight=0 0.0124545 0.0109884 0.0097999 0.00206462 0.00773529 0.00657827 0.00421246 0.00236581 0.00297485
internal_count=3910 3677 3466 3157 351 2806 2646 692 1954 555
is_linear=0
shrinkage=0.00196078


Tree=4688
num_leaves=9
num_cat=0
split_feature=133 50 156 160 0 43 52 15
split_gain=1.94469e-05 3.90366e-05 4.28311e-05 5.04745e-05 5.24837e-05 6.32886e-05 6.58413e-05 4.19153e-05
threshold=0.099765000000000006 0.086465000000000014 0.084330000000000016 0.087260000000000018 -0.017269999999999997 -0.078844999999999985 -0.060039999999999989 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.011365507647047766 -0.013332235613566425 -0.016484366634717206 -0.014663672069381127 -0.012508914451925044 0.027156570253974322 0.033947542003179842 -0.0095353597903225749 0.015007516664706537
leaf_weight=0.0016510969042852889 0.0010081309439198488 0.0011116647646615485 0.0011544810486645669 0.0012539266759349398 0.0013284365575589856 0.0010111785117835675 0.0012423972224154382 0.0015818419913081845
leaf_count=495 608 562 485 323 208 188 240 801
internal_value=0 0.00121826 0.00335191 0.00592955 0.00932216 0.00500396 0.0120508 0.00421098
internal_weight=0 0.010335 0.00922336 0.00806888 0.00681495 0.00548651 0.00383542 0.00282424
internal_count=3910 3302 2740 2255 1932 1724 1229 1041
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=10
num_cat=0
split_feature=484 42 160 151 47 16 2 2 12
split_gain=7.88285e-05 5.47573e-05 9.75547e-05 7.47041e-05 6.09626e-05 8.38176e-05 0.000155785 0.000142991 4.07236e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.0088999999999999982 0.10436500000000001 0.16388500000000003 0.11203000000000002 0.088675000000000018 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 6 7 -5 -2
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00050795815014599414 3.0492290926544715e-05 -0.000408507806110253 -0.0002007940721605579 0.00019279503659343033 0.00067567779962010577 -0.00020959464732093862 -0.00033614063533319151 0.0010190632158645105 -0.00049840150812921957
leaf_weight=0.0010990142779130499 0.0011072233930825293 0.0012562697859101373 0.0016434252326134489 0.0019802582057768144 0.0011533931035749359 0.0015459785055832835 0.0010533063724727535 0.0013570809009458718 0.0011319196647878197
leaf_count=627 161 537 353 563 109 295 193 246 826
internal_value=0 4.0265e-05 0.000102384 0.000175873 0.000263183 0.000183041 0.000321291 0.000528785 -0.000236871
internal_weight=0 0.0122289 0.00998971 0.00873344 0.00709002 0.00593662 0.00439065 0.00333734 0.00223914
internal_count=3910 3283 2296 1759 1406 1297 1002 809 987
is_linear=0
shrinkage=0.00196078


Tree=4690
num_leaves=9
num_cat=0
split_feature=15 16 47 52 2 0 1 4
split_gain=2.07359e-05 2.38321e-05 4.28563e-05 4.27894e-05 6.9449e-05 0.000108136 5.17936e-05 5.70685e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.10783500000000001 -0.11271999999999999 0.10910500000000002 -0.014809999999999999 0.086560000000000012 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=0.013532839960883506 -0.01289636557367156 -0.020919117598575718 0.017843253821702567 0.015637676373562722 0.023495643470844513 -0.029929396598066343 0.0099051130174010061 -0.022419896998804832
leaf_weight=0.0010201961553089655 0.001537719811142404 0.0010540164186235487 0.0012380247604962162 0.0019573049347500013 0.0011167150115196549 0.001231417626415615 0.0010596350505772726 0.0011270809825675034
leaf_count=317 323 586 189 1476 254 129 485 151
internal_value=0 -0.00141184 0.000598588 -0.00223057 0.000803557 -0.00391059 0.00382104 -0.0067559
internal_weight=0 0.0103219 0.00878419 0.00754617 0.00649215 0.00537544 0.00414402 0.00218672
internal_count=3910 3593 3270 3081 2495 2241 2112 636
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=9
num_cat=0
split_feature=124 4 0 47 13 3 15 4
split_gain=2.02622e-05 2.62194e-05 5.83134e-05 4.73919e-05 4.59437e-05 0.000124493 3.81488e-05 4.70747e-05
threshold=-0.048219999999999992 -0.0037349999999999992 -0.084304999999999977 0.09252500000000001 -0.09547499999999999 -0.088024999999999978 -0.0039399999999999991 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -4 -6 7 -3
right_child=1 3 4 -5 5 -7 -8 -9
leaf_value=0.013504947164245773 -0.027905690506169884 0.025667608604473396 0.016689359318140477 -0.011442093465206268 0.010906810965592574 -0.034196886590434607 -0.0067594313776938742 0.00024767352525556665
leaf_weight=0.0010031102813912391 0.0010348154249950588 0.001700341883537852 0.0010446201440911978 0.0016044580236816656 0.0014387950856559408 0.0010648781620274527 0.0011368752676986426 0.0012746378949628381
leaf_count=319 862 335 69 224 488 939 163 511
internal_value=0 -0.00138354 -0.00701839 0.00313426 -0.000926871 -0.00827698 0.008822 0.0147764
internal_weight=0 0.0102994 0.00458311 0.00571631 0.00354829 0.00250367 0.00411186 0.00297498
internal_count=3910 3591 2358 1233 1496 1427 1009 846
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=11
num_cat=0
split_feature=484 15 42 51 2 48 0 3 12 12
split_gain=8.84999e-05 4.26576e-05 0.00010616 7.95531e-05 7.95939e-05 9.58168e-05 0.000132886 4.64035e-05 4.3687e-05 3.95443e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.09021499999999999 0.086650000000000019 0.016865000000000002 -0.15291499999999997 -0.040669999999999991 0.085665000000000005 0.086435000000000026
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 7 8 -7 -5 -6 -3
right_child=1 2 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00053699971458222068 0.00052067362121344465 -0.0006755147415857043 0.00034786761875199145 -0.00057891928556911046 -0.00032777476272937247 6.5243857691289409e-05 0.00095852953693780873 5.2867287921865226e-06 0.00016866282497557061 -0.00013363029760213034
leaf_weight=0.001105845607194028 0.0015148726853196409 0.0010696791550381122 0.0010673748538656078 0.0010819319512420202 0.0015098297994534196 0.0016254957135265827 0.0010563481254978755 0.0010113702800456251 0.0012422827116117907 0.0010034834761474664
leaf_count=627 355 238 618 296 334 99 311 205 332 495
internal_value=0 4.23234e-05 -0.000154551 0.000110703 2.81952e-05 0.000153339 0.000417099 -0.000296663 -0.000103687 -0.000413224
internal_weight=0 0.0121827 0.00314054 0.00904213 0.00752726 0.00543396 0.00268184 0.0020933 0.00275211 0.00207316
internal_count=3910 3283 1351 1932 1577 1076 410 501 666 733
is_linear=0
shrinkage=0.00196078


Tree=4693
num_leaves=10
num_cat=0
split_feature=484 48 4 0 51 2 2 16 2
split_gain=8.9586e-05 6.04554e-05 6.85057e-05 6.72547e-05 6.61342e-05 7.23318e-05 0.000103864 7.68997e-05 3.852e-05
threshold=-1.0000000180025095e-35 0.093225000000000016 0.27020000000000005 -0.18087499999999998 -0.09021499999999999 0.10362500000000001 0.086875000000000022 -0.078844999999999985 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 -6 -8
right_child=1 3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.00053154384520368513 0.00027158506659627642 -4.4219729696750741e-05 0.00044199372675477751 0.00062817040979526581 -5.1342674144771247e-05 -0.00050376949552494925 0.00053133879237001705 -0.0006988358985851996 3.1318494933895904e-05
leaf_weight=0.0011051820574229229 0.001732903058996909 0.0010117771234137846 0.001121042914993149 0.0013155848808716055 0.0019758611442393151 0.00173566309605534 0.0011041648921314882 0.0010965831230234724 0.0012778616771775676
leaf_count=627 347 63 386 289 605 299 528 476 290
internal_value=0 5.11137e-05 -1.48666e-05 0.000335861 -7.22641e-05 -0.000155136 -4.4197e-05 -0.000282439 0.000263098
internal_weight=0 0.0123714 0.0100441 0.00232736 0.00892304 0.00719013 0.00545447 0.00307244 0.00238203
internal_count=3910 3283 2931 352 2545 2198 1899 1081 818
is_linear=0
shrinkage=0.00196078


Tree=4694
num_leaves=11
num_cat=0
split_feature=484 1 151 151 15 2 0 3 2 0
split_gain=0.000168342 6.56579e-05 7.82096e-05 9.42523e-05 0.000108152 0.000120897 7.67289e-05 7.41078e-05 6.34554e-05 3.24461e-05
threshold=-0.0043499999999999988 0.076710000000000014 -0.087654999999999983 -0.0088999999999999982 1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.090325000000000003 0.10362500000000001 -0.079019999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 9 -2 -7 -8 -5
right_child=1 2 3 4 -6 7 8 -9 -10 -11
leaf_value=-0.00077431284435209343 -0.00061030993319681969 0.00064412023067276776 -0.00045321270849441508 -0.00027464355073271256 -0.00029920922987362099 0.00096957376032283491 0.00022242988546493126 0.0003136654655541397 -0.00034419591305432626 0.00021437525498575942
leaf_weight=0.0010170638598690765 0.0010281280730444764 0.0010939722617624601 0.0010785013493461865 0.0010854869717424175 0.0014287606116949077 0.001136384698613771 0.0019810551335414776 0.0015873864584631844 0.0012326733390604122 0.0010042359818550799
leaf_count=612 783 141 211 196 446 293 606 205 247 170
internal_value=0 5.48432e-05 0.000155114 8.20393e-05 0.000174517 0.00031513 -0.000144067 0.000587317 5.09214e-06 -3.9641e-05
internal_weight=0 0.0126566 0.00841473 0.00732076 0.00624225 0.00481349 0.00424186 0.00272377 0.00321373 0.00208972
internal_count=3910 3298 1662 1521 1310 864 1636 498 853 366
is_linear=0
shrinkage=0.00196078


Tree=4695
num_leaves=8
num_cat=0
split_feature=1 4 151 4 3 52 2
split_gain=2.07873e-05 3.95831e-05 2.93164e-05 6.346e-05 4.99936e-05 3.0394e-05 1.59116e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.086769999999999986 0.24280000000000004 0.088060000000000013 -0.0025949999999999997 0.099015000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -4 -1
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-0.0060069287503491126 0.018651137616449924 -0.018415558235915643 -0.0092164258732605822 0.016246062445672668 -0.017917126975827268 0.01136240312053825 0.011567113866546568
leaf_weight=0.001034626758952998 0.0010201469013462559 0.0015482970873115457 0.0012370690520063618 0.0018490895522997016 0.001950312851835315 0.0017095018641692839 0.0010261858997394277
leaf_count=406 186 1554 448 424 248 596 48
internal_value=0 -0.00633333 0.00285162 0.000462367 -0.00549764 0.00272272 0.0027441
internal_weight=0 0.00360911 0.00776612 0.00674597 0.00489688 0.00294657 0.00206081
internal_count=3910 2008 1902 1716 1292 1044 454
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=9
num_cat=0
split_feature=474 160 133 151 42 4 4 13
split_gain=1.87759e-05 8.74381e-05 7.75227e-05 3.40946e-05 5.5198e-05 8.60413e-05 9.88492e-05 8.1252e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 -1.0000000180025095e-35 0.074650000000000008 -0.0021099999999999995 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.022562309755027137 0.012989994819228003 -0.021900766587379411 -0.0071770763357037089 -0.011335815747206802 0.033601595448299063 0.035016018243998213 -0.018330104812249181 -0.0026912099818617915
leaf_weight=0.0016326388562509604 0.0010053858048168331 0.001120347310228329 0.001508990880184434 0.0010421214245964743 0.0013544569193107226 0.0013999238641578511 0.0011548889537723881 0.0011327775899088489
leaf_count=927 424 843 333 329 240 247 176 391
internal_value=0 -0.00132437 0.00265496 0.00627808 0.00961522 0.0139455 0.00584663 0.0170725
internal_weight=0 0.0103461 0.00871351 0.00759316 0.00608417 0.00504205 0.00364212 0.00248723
internal_count=3910 3486 2559 1716 1383 1054 807 631
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=10
num_cat=0
split_feature=133 133 13 15 160 15 2 16 4
split_gain=2.18261e-05 4.30258e-05 3.91032e-05 9.78944e-05 5.40777e-05 6.09403e-05 4.77415e-05 4.65146e-05 4.38551e-05
threshold=0.099765000000000006 0.083815000000000014 0.00079000000000000012 1.0000000180025095e-35 0.041025000000000006 -0.075094999999999981 0.084925000000000014 -0.09601999999999998 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 -1 -7
right_child=-2 -3 6 -5 -6 8 -8 -9 -10
leaf_value=0.007716774953519751 -0.014127652650710955 0.020530744482454448 -0.005576476396176578 -0.02840595135869315 -0.018523544131160179 0.0042732857333705066 0.02356688732458578 -0.020130763352926805 0.033479581077261435
leaf_weight=0.0013661091642448735 0.0010032588010013789 0.0010476468524384481 0.0010166685002894714 0.0013811677862402231 0.0011024542127803403 0.0010288139189376794 0.001257191150365931 0.0010693127062724485 0.0010276807585936011
leaf_count=261 608 660 145 864 187 145 450 318 272
internal_value=0 0.00132383 -0.000851675 -0.00456397 0.00132227 0.00619304 0.0105366 -0.00451015 0.0188684
internal_weight=0 0.010297 0.0092494 0.00697554 0.00559437 0.00449192 0.00227386 0.00243542 0.00205649
internal_count=3910 3302 2642 2047 1183 996 595 579 417
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=9
num_cat=0
split_feature=1 4 39 457 2 3 1 2
split_gain=2.45375e-05 3.47456e-05 2.7283e-05 4.42458e-05 5.70032e-05 0.000178697 9.04016e-05 1.20314e-05
threshold=0.076710000000000014 -0.083329999999999987 0.005105000000000001 0.041935000000000007 0.11542500000000001 0.090325000000000003 0.09112000000000002 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0060464261429199577 0.024753474401837811 -0.018360690258278061 0.016800368380747024 0.017905039767772482 0.016186723842523433 -0.044014564589026021 -0.010492512497520048 0.0093145341609288286
leaf_weight=0.0010220265891755717 0.0012042150142149853 0.0015188477175596708 0.0012274181140629649 0.0011959588962489149 0.0011594672320974853 0.0010725450065591884 0.0018390370880040333 0.0010175651310194503
leaf_count=406 422 1554 378 154 221 171 556 48
internal_value=0 -0.00690993 0.0031314 0.000538762 -0.00339836 -0.0089157 0.00345433 0.00161725
internal_weight=0 0.00355844 0.00769864 0.00647122 0.00527526 0.0041158 0.00304325 0.00203959
internal_count=3910 2008 1902 1524 1370 1149 978 454
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=8
num_cat=0
split_feature=11 1 42 3 52 4 151
split_gain=2.07419e-05 2.70413e-05 6.83593e-05 5.50075e-05 4.81332e-05 9.65296e-05 8.1851e-05
threshold=0.077330000000000024 0.10113500000000002 0.086325000000000013 0.11265500000000002 0.086950000000000013 -0.076854999999999993 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=0.025680227991515803 -0.013240501710066062 0.019509163035026034 -0.024625484922896217 -0.0040619588862646589 -0.015324631676200146 0.014100242688134774 -0.02499054080762881
leaf_weight=0.0016818187173551135 0.0010763111047590321 0.0019947255122354421 0.0011624094203618839 0.0019657275175809425 0.0011847261078828317 0.001025712220737447 0.0011210959730727718
leaf_count=467 279 568 1105 276 446 270 499
internal_value=0 0.00136006 -0.00277616 0.00780989 0.00228988 0.0077405 -0.00631356
internal_weight=0 0.0101362 0.00617576 0.00396045 0.00501335 0.00382863 0.00214681
internal_count=3910 3631 2787 844 1682 1236 769
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 1 3 12
split_gain=7.34987e-05 4.69107e-05 8.69628e-05 7.09378e-05 0.000233336 0.000112915 0.000107198 8.32046e-05 0.000278417
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.08401500000000002 -0.0063699999999999989 0.095575000000000007 0.11265500000000002 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00049770887993530141 -0.00036974286164358477 -0.00037682772796172599 0.00059031813855019816 -0.00067291807577789492 0.00050665703279140998 0.00070308651885960807 0.00099356600660685328 -0.00015524305432433803 -0.00029873987867816442
leaf_weight=0.0010983577375950635 0.0010238363819282349 0.0018886506554424637 0.0011072421442618547 0.0018108071574843413 0.0010012472861717059 0.0010667824073602667 0.0014076859266665097 0.0016813184263473266 0.0011767493323900993
leaf_count=627 151 879 152 698 602 126 308 191 176
internal_value=0 3.19172e-05 6.88307e-05 1.12807e-05 -0.000252924 0.000114167 1.20853e-05 0.000184276 0.000405151
internal_weight=0 0.0121643 0.0111405 0.0100332 0.00281205 0.00722119 0.0061544 0.00426575 0.00258444
internal_count=3910 3283 3132 2980 1300 1680 1554 675 484
is_linear=0
shrinkage=0.00196078


Tree=4701
num_leaves=8
num_cat=0
split_feature=15 51 48 42 40 4 2
split_gain=1.95002e-05 2.46431e-05 4.37519e-05 5.53603e-05 5.14639e-05 6.60277e-05 5.43143e-05
threshold=-0.24219999999999997 0.090935000000000016 0.092065000000000022 0.086325000000000013 -1.0000000180025095e-35 0.0021050000000000005 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.013233952481945461 -0.01590254136169859 0.011779789727872142 -0.020183339612929244 -0.016296533202992278 0.014583345868622304 0.023548416975171706 -0.012151194780006031
leaf_weight=0.0010062439319859845 0.0010487661467888992 0.0012526222477737417 0.0012965021700448625 0.0016897486134484435 0.0013535903638653187 0.0018299414502111772 0.0017326559127368217
leaf_count=317 177 423 292 1078 494 323 806
internal_value=0 -0.00135723 -0.00319561 -0.000318344 0.00420795 0.0084981 -0.000425748
internal_weight=0 0.0102038 0.0089512 0.0076547 0.00596495 0.00491619 0.00308625
internal_count=3910 3593 3170 2878 1800 1623 1300
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=10
num_cat=0
split_feature=484 474 160 49 43 13 47 15 12
split_gain=0.000192982 4.65168e-05 7.80953e-05 7.31023e-05 8.92773e-05 0.000101697 9.53426e-05 9.47499e-05 0.000201916
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.093425000000000022 -0.074254999999999988 -0.003375 0.077735000000000012 -1.0000000180025095e-35 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -6 -9
right_child=1 -3 3 -5 6 -7 -8 8 -10
leaf_value=-0.00083125637346811608 -0.00043095991837432658 0.00045293935560217609 0.00059284065721849791 0.00054510788775152764 0.00043118484424168371 -8.1011112721847428e-05 -0.00065803140257214587 -0.00080636256107959774 0.00023854703596404715
leaf_weight=0.0010040722359767719 0.0012769410717838664 0.0010724526948980148 0.0017885633145356635 0.0011673759271288607 0.0013214904280133741 0.0016604674624600044 0.0010756273534257956 0.0012287375667936603 0.0016874402340832689
leaf_count=612 556 318 367 337 292 276 122 323 707
internal_value=0 6.28177e-05 2.54838e-05 8.41816e-05 2.27739e-05 0.000268428 -0.000136688 -4.35793e-06 -0.000201728
internal_weight=0 0.0122791 0.0112066 0.0099297 0.00876233 0.00344903 0.0053133 0.00423767 0.00291618
internal_count=3910 3298 2980 2424 2087 643 1444 1322 1030
is_linear=0
shrinkage=0.00196078


Tree=4703
num_leaves=10
num_cat=0
split_feature=484 4 12 47 16 2 16 2 3
split_gain=7.71136e-05 6.86862e-05 7.38983e-05 9.67619e-05 8.20747e-05 0.000101989 0.000172295 8.8999e-05 5.38772e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.11291500000000002 -0.014099999999999998 0.085730000000000015 0.16388500000000003 0.096970000000000015 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 8 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00048744403697041844 -0.00044263108045453656 0.00039409632501494869 -0.00032030708676953793 0.0006228499905986067 -0.00034091134567647394 0.00095182514120091826 -2.1597132884082319e-05 -0.0006655858173255807 0.00019235118426457243
leaf_weight=0.0011162761128600497 0.0013333238304223524 0.0018969781510685861 0.0014125000749706333 0.0010135441164858929 0.0010371938791866424 0.0011811955700151569 0.0017127863573646448 0.0011738152826961685 0.0017830723391524105
leaf_count=627 276 447 964 103 225 310 354 269 335
internal_value=0 5.03558e-05 -1.0886e-05 5.09187e-05 -1.89172e-05 0.000186639 0.000375711 -0.000203858 -3.42529e-05
internal_weight=0 0.0125444 0.0106474 0.00931411 0.00830056 0.00393118 0.00289398 0.00436939 0.00319557
internal_count=3910 3283 2836 2560 2457 889 664 1568 1299
is_linear=0
shrinkage=0.00196078


Tree=4704
num_leaves=9
num_cat=0
split_feature=49 457 42 52 0 16 1 0
split_gain=1.75061e-05 4.33279e-05 4.25726e-05 3.35262e-05 3.92212e-05 7.13528e-05 8.02319e-05 4.06139e-05
threshold=-0.045004999999999996 0.084715000000000013 0.092395000000000019 -0.074484999999999982 -0.15137999999999999 -0.055679999999999993 0.090355000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 -7
right_child=2 -3 -4 4 5 7 -8 -9
leaf_value=-0.0037974200979004114 -0.011838622958473474 0.022379211723855295 -0.020344721095405267 0.018414068203158822 -0.0070326375664265077 -0.028221419261926187 0.02995776163429751 -2.0458789933963242e-05
leaf_weight=0.0015105571572460192 0.0017018123116539861 0.0010875971833286474 0.0011249774113085255 0.0014433299887106179 0.001182429446149905 0.0010309488474617092 0.0011631948388176538 0.0010119403137665833
leaf_count=371 688 158 742 180 946 482 262 81
internal_value=0 0.00716022 -0.00219911 0.000510514 0.00411416 -0.000588907 0.0113109 -0.0142521
internal_weight=0 0.00259815 0.00865863 0.00753366 0.00583184 0.00438851 0.00234562 0.00204289
internal_count=3910 529 3381 2639 1951 1771 1208 563
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=11
num_cat=0
split_feature=484 3 160 13 13 13 49 3 1 2
split_gain=0.000153888 4.38789e-05 5.84951e-05 9.61056e-05 8.27548e-05 7.96002e-05 7.43816e-05 0.000112294 0.00012593 3.99347e-05
threshold=-0.0043499999999999988 -0.15464999999999998 -0.082234999999999989 -0.083514999999999992 -0.13934999999999997 -0.014729999999999998 -0.069934999999999983 -0.032959999999999996 0.11097000000000001 0.10742000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 -5 -7 -8 -9 -4
right_child=1 2 3 5 -6 6 7 8 -10 -11
leaf_value=-0.00073679199343573568 0.00042719206369396125 -0.00036798316313634428 -0.00018559505431107399 -0.00055304822373440784 0.0007017054187829899 -0.00042146210460776104 -0.000314796990768413 0.0006486626086607449 -0.00018850389054131134 0.00035868314941269505
leaf_weight=0.0010471221615123072 0.0010603946342361134 0.0013826347705361364 0.0010581501189330853 0.001114979249388485 0.0013721339203723558 0.0011611818417763377 0.0014394674035852519 0.0019422487329704566 0.001072172945276611 0.0010158522608044063
leaf_count=612 227 596 87 680 448 140 687 192 94 147
internal_value=0 4.54549e-05 1.04347e-05 6.18502e-05 0.00032814 -7.45041e-05 2.052e-05 0.00013575 0.000350898 8.0994e-05
internal_weight=0 0.0126192 0.0115588 0.0101762 0.00344614 0.00673005 0.00561507 0.00445389 0.00301442 0.002074
internal_count=3910 3298 3071 2475 682 1793 1113 973 286 234
is_linear=0
shrinkage=0.00196078


Tree=4706
num_leaves=10
num_cat=0
split_feature=133 42 40 2 3 52 4 48 1
split_gain=1.79822e-05 5.38703e-05 7.30939e-05 8.681e-05 9.84627e-05 4.78252e-05 0.000106119 8.53532e-05 3.30445e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0068699999999999985 0.11230000000000001 0.096385000000000012 0.0033900000000000002 0.05309500000000001 0.08346000000000002 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -5
right_child=1 2 3 8 -6 -7 -8 -9 -10
leaf_value=0.011844340319301322 -0.019021648482545183 0.026996475149007756 -0.041615529523663958 -0.031911955694670792 0.031876206414611565 0.015415609058184615 0.017122849143923043 -0.0013756010176500992 -0.007058971497930948
leaf_weight=0.0011427683058973038 0.0014794046597646085 0.0010039500381921473 0.0010382699184568916 0.0010102875804745082 0.0010895904555448463 0.0011906184671639551 0.0011003592421070987 0.001070687677297195 0.0011371522811629529
leaf_count=604 752 313 746 186 159 622 156 175 197
internal_value=0 -0.00138914 0.00162971 -0.00170499 0.00496335 -0.0017013 -0.00805147 -0.0211863 -0.0187513
internal_weight=0 0.0101203 0.00864092 0.00763697 0.00548953 0.00439994 0.00320932 0.00210896 0.00214744
internal_count=3910 3306 2554 2241 1858 1699 1077 921 383
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=10
num_cat=0
split_feature=484 1 52 0 0 3 15 15 13
split_gain=9.17484e-05 4.07413e-05 8.8928e-05 9.82939e-05 5.95266e-05 7.89624e-05 7.48633e-05 6.65061e-05 5.4558e-05
threshold=-1.0000000180025095e-35 0.13385500000000003 0.11401500000000002 -0.077944999999999987 -0.10575999999999998 0.11818000000000002 -0.087539999999999993 0.035895000000000003 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 -5
right_child=1 -3 -4 8 7 -7 -8 -9 -10
leaf_value=-0.00056355710569464511 -1.315882545298196e-05 0.000416580290071447 -0.00051526819739218489 0.0005541610426645344 -0.00069184541462063531 -0.00035640255823308098 0.00063821552068529829 9.0291695776270474e-06 4.7917943743724643e-05
leaf_weight=0.0010455249725278915 0.0017640207262387339 0.0010226215121974793 0.0011220533481591912 0.0019246114446540424 0.0010614987736306224 0.0012310516051566387 0.0011022518335181523 0.0010213676211653531 0.0014240660912480723
leaf_count=627 230 262 486 476 531 94 164 692 348
internal_value=0 4.27436e-05 6.85063e-06 6.83317e-05 -7.82596e-05 5.89438e-05 0.000237333 -0.00034816 0.000338875
internal_weight=0 0.0116735 0.0106509 0.00952887 0.00618019 0.00409732 0.00286627 0.00208287 0.00334868
internal_count=3910 3283 3021 2535 1711 488 394 1223 824
is_linear=0
shrinkage=0.00196078


Tree=4708
num_leaves=8
num_cat=0
split_feature=52 160 43 160 42 12 0
split_gain=2.0727e-05 5.15877e-05 6.02757e-05 3.77399e-05 4.40411e-05 3.84859e-05 6.52563e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.074254999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095295000000000019 -0.10462499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6
right_child=3 2 -4 4 5 -7 -8
leaf_value=0.025401630081733486 -0.017977141136092303 0.016121173672553668 -0.013163534235300129 -0.017788139625565826 -0.0040876081818108168 -0.010723734318103129 0.022854466236557902
leaf_weight=0.0010020493394247757 0.001395478096025091 0.001207113460887189 0.0016824705105152702 0.0010979263775828078 0.0017637567863655742 0.0012499454048337062 0.0018336024281189823
leaf_count=244 924 510 436 695 240 251 610
internal_value=0 0.00585012 -0.000929951 -0.0031774 0.000296424 0.00439262 0.00964498
internal_weight=0 0.00389163 0.00288958 0.00734071 0.00594523 0.0048473 0.00359736
internal_count=3910 1190 946 2720 1796 1101 850
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=11
num_cat=0
split_feature=484 124 15 12 42 151 1 16 16 0
split_gain=0.000190721 6.19895e-05 9.87015e-05 0.000214292 0.000136579 8.30231e-05 9.80299e-05 0.000118023 9.01991e-05 2.86327e-05
threshold=-0.0043499999999999988 -0.018779999999999995 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.044604999999999992 0.10373000000000002 -0.025139999999999999 -0.044329999999999987 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 -8 -6
right_child=1 2 3 -5 9 6 8 -9 -10 -11
leaf_value=-0.00082245068280850815 -0.00034167149012363633 -9.6025919416175114e-05 -0.00085406283122864825 0.00022534217605268497 -0.00043904709783930174 -0.00018958393458307822 0.0012344967934470627 0.00063028712552951212 0.00040430018520530581 1.6531301060148021e-05
leaf_weight=0.0010171742770200007 0.0013124574156025736 0.0011491499633023376 0.001159707145466404 0.0018119641265274275 0.0010259119220970532 0.0012637555636171114 0.0010065378957944671 0.001449113542671437 0.0010060743804725795 0.0010981003779784769
leaf_count=612 306 191 395 932 424 240 151 283 128 248
internal_value=0 6.10526e-05 0.000109233 -0.0001959 0.000222597 0.000376661 0.00049161 0.000248361 0.000819494 -0.000203516
internal_weight=0 0.0122828 0.0109703 0.00297167 0.00799864 0.00587463 0.00472548 0.00271287 0.00201261 0.00212401
internal_count=3910 3298 2992 1327 1665 993 802 523 279 672
is_linear=0
shrinkage=0.00196078


Tree=4710
num_leaves=9
num_cat=0
split_feature=132 13 2 457 39 0 52 4
split_gain=1.82868e-05 3.2626e-05 7.58253e-05 5.59662e-05 9.8954e-05 0.000117811 7.13982e-05 7.12244e-05
threshold=0.079995000000000011 -0.091229999999999992 0.097940000000000013 0.069705000000000003 0.005105000000000001 -0.053834999999999994 0.071660000000000015 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.011614364306764284 0.012716862091100761 -0.034235736820599265 0.023316302261718588 0.01240676066903975 0.018499229570256469 -0.044705812798803583 0.012515774787002562 -0.0016480007586031982
leaf_weight=0.0010797016453009749 0.0010202438145453302 0.0012075842991206981 0.001464173689835789 0.0015486143582715984 0.001086536258650149 0.0010428282201842319 0.0012793332450691036 0.0015085085663840833
leaf_count=300 399 982 214 266 280 341 877 251
internal_value=0 -0.00132371 0.00849062 -0.00457735 -0.00887167 -0.0147744 -0.00696214 -0.0161366
internal_weight=0 0.0102173 0.00254388 0.0076734 0.00612479 0.00503825 0.00399543 0.00271609
internal_count=3910 3511 514 2997 2731 2451 2110 1233
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=10
num_cat=0
split_feature=484 124 3 15 15 15 12 16 16
split_gain=8.41582e-05 4.25115e-05 7.06358e-05 5.53224e-05 8.33222e-05 9.60708e-05 0.000117461 0.00011738 0.00011574
threshold=-1.0000000180025095e-35 -0.018779999999999995 0.13772500000000001 -0.16430499999999995 -0.095799999999999982 -1.0000000180025095e-35 1.0000000180025095e-35 0.10994000000000002 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 -7
right_child=1 2 -4 4 5 7 -8 -9 -10
leaf_value=-0.00053574653938445347 -0.00029525810904055779 0.00044907626110244459 0.00049178316108935342 -0.0004522403140940732 0.00078818828608733199 -0.00040514722184412295 -4.8422296389204437e-05 -0.000708754831010031 0.00037614441253197692
leaf_weight=0.0010599934371114525 0.0012886462693207654 0.0010224020256480162 0.0014023189960245012 0.0014996919618418467 0.0012457283137642015 0.0012156490730043635 0.0013384659825678865 0.001008359582740332 0.0018209098322701264
leaf_count=627 306 228 191 225 151 305 651 216 1010
internal_value=0 4.0943e-05 8.19951e-05 1.91997e-05 -3.48681e-05 5.95533e-05 0.000354871 -0.000129118 6.33639e-05
internal_weight=0 0.0118422 0.0105535 0.00915121 0.0081288 0.00662911 0.00258419 0.00404492 0.00303656
internal_count=3910 3283 2977 2786 2558 2333 802 1531 1315
is_linear=0
shrinkage=0.00196078


Tree=4712
num_leaves=9
num_cat=0
split_feature=51 42 160 15 42 2 4 0
split_gain=1.85948e-05 3.5487e-05 4.64181e-05 4.00898e-05 6.77743e-05 6.17498e-05 7.16722e-05 4.04055e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 -0.079684999999999992 0.090325000000000003 0.085330000000000003 0.11339500000000001 0.0057500000000000008 -0.079019999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.0097686842326604115 -0.017150183650985359 -0.01687974376432767 -0.011806763780774082 0.022058172958564347 -0.018172629080530217 -0.014906171848737427 0.030578476395489051 0.015912434819385368
leaf_weight=0.0016447851389185747 0.0012927433513240045 0.0012756168685547501 0.001105067357441552 0.0010322041496359418 0.0014412281006992884 0.0010219263835036215 0.0013988141862512297 0.0010033262894931926
leaf_count=515 931 600 286 400 694 188 160 136
internal_value=0 -0.00174137 0.000664909 0.00386092 0.000714829 0.00672506 0.0130279 0.00138404
internal_weight=0 0.00957093 0.00827818 0.00700257 0.00597036 0.00452913 0.00350721 0.00210839
internal_count=3910 3395 2464 1864 1464 770 582 422
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=11
num_cat=0
split_feature=484 457 1 52 0 4 12 48 15 4
split_gain=8.78013e-05 4.30887e-05 6.13991e-05 7.55231e-05 6.2218e-05 8.15525e-05 5.74367e-05 0.000105394 0.000119526 1.89055e-05
threshold=-1.0000000180025095e-35 0.092330000000000009 0.12811000000000003 0.11401500000000002 -0.077944999999999987 -0.48072499999999996 0.089570000000000025 0.08407000000000002 -0.0063699999999999989 -0.12499499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 -2 -7
right_child=1 -3 -4 -5 5 9 -8 -9 -10 -11
leaf_value=-0.0005386720019561822 -0.00063385480759354086 -0.00033946437026129877 0.00046775563799031361 -0.00047176780365272797 -0.00015551330710950024 0.00070719720878597658 -0.00042193973881699134 0.00050486302776312452 0.00018391847921878608 0.00034388489856042672
leaf_weight=0.0010901316697843185 0.001171240577329175 0.0010397827274587186 0.0013629584645859791 0.0010557753505605364 0.0010388895159189337 0.0010154095095675844 0.0012078116436650757 0.0013914566252753386 0.0016625744055641027 0.0012031416195269944
leaf_count=627 304 145 293 468 164 81 465 229 589 545
internal_value=0 4.22264e-05 7.79512e-05 2.34395e-05 8.36001e-05 0.000297864 -4.48635e-05 6.29253e-05 -0.000154074 0.000510169
internal_weight=0 0.012149 0.0111093 0.0097463 0.00869052 0.00325744 0.00543308 0.00422527 0.00283381 0.00221855
internal_count=3910 3283 3138 2845 2377 790 1587 1122 893 626
is_linear=0
shrinkage=0.00196078


Tree=4714
num_leaves=9
num_cat=0
split_feature=15 15 150 49 0 43 43 48
split_gain=1.87754e-05 2.74097e-05 4.88695e-05 4.31971e-05 5.36541e-05 6.0436e-05 4.55009e-05 3.14202e-05
threshold=-0.24219999999999997 -0.095799999999999982 0.097030000000000019 -0.0057999999999999987 -0.083424999999999985 -0.17307499999999998 0.0050750000000000005 0.085575000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 -6 -7 -2
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=0.013007945101323632 7.240978306037272e-05 -0.01583611196307827 0.021974622259423586 0.017956620782079279 0.016210161342119524 -0.021705867825915517 0.0049914154323405634 -0.024173721177046945
leaf_weight=0.0010025291993982543 0.001131347870339674 0.0016368709942271402 0.0010046169449656724 0.0016175106527394744 0.0010823711907488954 0.001706543880490405 0.001019928856236532 0.001013059292361479
leaf_count=317 198 435 266 876 118 1092 310 298
internal_value=0 -0.00133308 0.00133787 -0.00159734 0.00269782 -0.00378218 -0.0117189 -0.0113819
internal_weight=0 0.0102122 0.00806784 0.00706323 0.00542635 0.00380884 0.00272647 0.00214441
internal_count=3910 3593 3097 2831 2396 1520 1402 496
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=11
num_cat=0
split_feature=484 133 484 133 15 4 0 151 2 12
split_gain=0.000224401 6.99669e-05 7.13529e-05 9.81885e-05 0.00010404 0.000163117 8.88258e-05 0.00011302 7.92103e-05 7.31063e-05
threshold=-0.0043499999999999988 0.10064500000000001 0.088645000000000015 0.083815000000000014 1.0000000180025095e-35 -0.0010999999999999996 -0.13027499999999997 -0.0032449999999999996 0.093070000000000014 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 -6
right_child=1 -3 -4 -5 9 6 -8 -9 -10 -11
leaf_value=-0.00088790276348911892 0.0009283416955285582 -0.00039422744506417999 -0.00038457095385004456 0.00070941978679110447 -0.00064651972782482289 -0.00024644299993928164 -0.00033257067915614687 0.00063405732330655768 0.0002559424399007565 5.7995556593803819e-05
leaf_weight=0.0010275232321414361 0.0013422299975045932 0.0011554534093334541 0.0010118978743795326 0.0011191429097472056 0.0010575758092756138 0.0010191137434485877 0.0019568812365898603 0.0012454027631450537 0.0013521110237159246 0.0012190015088909792
leaf_count=612 251 517 299 375 310 96 458 119 285 588
internal_value=0 6.53948e-05 0.000112295 0.000161055 9.42924e-05 0.000213978 -2.66021e-05 0.000237801 0.000590909 -0.000269284
internal_weight=0 0.0124788 0.0113234 0.0103115 0.00919232 0.00691574 0.0042214 0.00226452 0.00269434 0.00227658
internal_count=3910 3298 2781 2482 2107 1209 673 215 536 898
is_linear=0
shrinkage=0.00196078


Tree=4716
num_leaves=8
num_cat=0
split_feature=43 48 0 4 160 2 13
split_gain=1.97913e-05 4.94705e-05 3.92971e-05 3.28868e-05 4.8086e-05 5.47111e-05 5.9694e-05
threshold=-0.053009999999999995 0.081315000000000012 -0.077944999999999987 -0.34687499999999999 -0.026849999999999995 0.099015000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6
right_child=3 -3 -4 4 5 -7 -8
leaf_value=-0.01606476542178983 -0.018068008006793049 0.024629517261866976 0.0076027600251749377 0.016554862966026023 -0.032027888847028459 0.0084176853714356403 -0.0019308602382659672
leaf_weight=0.0010907053940451454 0.0012344615874546458 0.0010159146851716474 0.0019662160155466471 0.0013377199728321527 0.0010945439608687447 0.0018267636922580282 0.0016560827888741645
leaf_count=940 224 353 505 361 882 412 233
internal_value=0 0.0055117 -0.000841781 -0.00322187 -0.000123532 -0.00499771 -0.0139072
internal_weight=0 0.00407284 0.00305692 0.00714957 0.00591511 0.00457739 0.00275063
internal_count=3910 1798 1445 2112 1888 1527 1115
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=10
num_cat=0
split_feature=484 474 160 42 151 1 43 43 16
split_gain=0.000147266 5.23911e-05 6.20438e-05 7.56341e-05 7.72501e-05 7.47061e-05 8.12256e-05 8.55361e-05 6.21786e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.10373000000000002 -0.077544999999999989 0.070805000000000021 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 -7
right_child=1 -3 3 4 5 8 7 -9 -10
leaf_value=-0.0007292205433738169 -0.00037771768209647318 0.00047892170870955962 -0.00027620318009356217 -0.00022617079978262911 0.00051818107922040979 0.00078088290516913224 -0.00036843145649712153 0.00030850312381783767 0.00015225955717705424
leaf_weight=0.0010007826027008471 0.0013665002089074353 0.0010168229880252707 0.0019915803314622454 0.0016804533302632084 0.00118196636343758 0.0014250894549754393 0.0017433284489091266 0.001219791214337327 0.0010511711393910153
leaf_count=612 572 298 844 318 168 237 595 101 165
internal_value=0 5.20672e-05 1.48425e-05 6.6957e-05 0.00014928 0.000244567 8.35893e-05 -8.97661e-05 0.000514033
internal_weight=0 0.0126767 0.0116599 0.0102934 0.0083018 0.00662135 0.00414509 0.00296312 0.00247626
internal_count=3910 3298 3000 2428 1584 1266 864 696 402
is_linear=0
shrinkage=0.00196078


Tree=4718
num_leaves=9
num_cat=0
split_feature=133 42 40 2 3 0 1 1
split_gain=1.76965e-05 4.43508e-05 5.57425e-05 7.25707e-05 7.44815e-05 3.84347e-05 5.59328e-05 3.04646e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0068699999999999985 0.11230000000000001 0.096385000000000012 -0.070894999999999986 0.086560000000000012 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -5
right_child=1 2 3 7 -6 -7 -8 -9
leaf_value=0.011750120681023313 -0.017379115005483 0.023516018984301751 0.0071734080748692315 -0.029696262552506736 0.028287501863749329 0.011875736319267685 -0.020719715042968035 -0.0059026886469927715
leaf_weight=0.0011415257543066918 0.0014797485008362322 0.0010033930229927544 0.0013308089854484747 0.0010139277497732268 0.0010666237624077993 0.0014893110126289553 0.0015635282848234754 0.001146692288307052
leaf_count=604 752 313 934 186 159 362 403 197
internal_value=0 -0.00138597 0.00136131 -0.00155948 0.00458864 -0.00117773 -0.00789453 -0.0170684
internal_weight=0 0.010094 0.00861429 0.00761089 0.00545027 0.00438365 0.00289434 0.00216062
internal_count=3910 3306 2554 2241 1858 1699 1337 383
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=11
num_cat=0
split_feature=484 4 0 1 12 15 4 2 3 42
split_gain=0.000102411 4.26482e-05 8.64001e-05 5.84783e-05 5.93316e-05 0.000108067 0.000170373 9.27505e-05 0.000142131 5.58391e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.10106500000000002 0.024640000000000006 -0.0025899999999999994 0.089910000000000004 0.11818000000000002 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 -5 -8 -9 -3
right_child=1 2 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.00058910568818219215 -0.00033726884664899603 -0.00053966840392342551 0.00061114821191259972 0.00075736455533401419 0.00054298925325208804 -0.00055233022047665242 -0.00041803972546714798 0.0006257883570964485 -0.00030768759419109185 7.854686683916359e-05
leaf_weight=0.0010588137267842418 0.0010133918724528719 0.0012048046564433141 0.0010742613948254874 0.0013308972606638457 0.0010408526151383032 0.0010048951383802227 0.001604019262987276 0.0013289692543865632 0.0011874304359577202 0.0010523629363106655
leaf_count=627 151 799 152 303 183 379 263 195 127 731
internal_value=0 4.73807e-05 8.33784e-05 2.52536e-05 0.000108558 3.85199e-05 0.000147437 -4.95697e-05 0.000185303 -0.000251437
internal_weight=0 0.0118419 0.0108285 0.00975423 0.00749706 0.00645621 0.00545132 0.00412042 0.0025164 0.00225717
internal_count=3910 3283 3132 2980 1450 1267 888 585 322 1530
is_linear=0
shrinkage=0.00196078


Tree=4720
num_leaves=11
num_cat=0
split_feature=484 4 4 4 4 4 12 3 12 3
split_gain=8.24344e-05 4.86294e-05 5.91576e-05 8.70346e-05 6.63289e-05 6.92057e-05 5.64013e-05 5.37303e-05 4.97867e-05 4.83768e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.0017649999999999999 -0.034289999999999994 -0.083329999999999987 -0.49837999999999999 -1.0000000180025095e-35 -0.089974999999999986 0.086935000000000012 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -7 9 -8
right_child=1 -3 6 -5 -6 7 8 -9 -10 -11
leaf_value=-0.00053320184671754294 -0.0003102091218905082 0.00034746444077190375 -0.00057260895055020414 0.0005937191971370655 -0.00042813577398245723 -2.4723106440999305e-05 0.0004270214876193618 0.0005425321869684136 -0.00035279238933421926 -0.00016630963901681359
leaf_weight=0.001058963677800495 0.0010113442068114893 0.001674552599282759 0.001076694404888663 0.0011787445337667615 0.001081887430554642 0.0011424470743500361 0.001052316468873275 0.001465489536817805 0.0013510415547712267 0.0010610257781393795
leaf_count=627 151 420 150 508 901 330 104 258 388 73
internal_value=0 3.73145e-05 -1.25236e-05 0.000117306 -2.14681e-06 0.000125191 -0.000180631 0.000294037 -5.88082e-05 0.000129133
internal_weight=0 0.0120955 0.010421 0.00587991 0.00470117 0.00361928 0.00454108 0.00260794 0.00346438 0.00211334
internal_count=3910 3283 2863 2148 1640 739 715 588 565 177
is_linear=0
shrinkage=0.00196078


Tree=4721
num_leaves=8
num_cat=0
split_feature=132 1 1 1 3 4 15
split_gain=1.92412e-05 3.07443e-05 4.778e-05 4.40979e-05 4.04703e-05 3.24133e-05 2.69107e-05
threshold=0.079995000000000011 0.10113500000000002 0.089175000000000018 0.076710000000000014 0.090325000000000003 -0.083329999999999987 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -6
right_child=-2 4 -4 -5 6 -7 -8
leaf_value=0.00064088129466778967 0.012968854554135965 0.015572399607516647 -0.022358198258665751 0.014058573350159599 0.0065289768188246614 -0.020155033471001584 -0.014688431996801296
leaf_weight=0.0018944574685652504 0.0010303556695297209 0.0019760934028147025 0.0013816909678045523 0.0013451625061681634 0.0012322082411258409 0.0012401076593458477 0.0011610195995950291
leaf_count=402 399 586 483 356 159 1399 126
internal_value=0 -0.00136816 -0.00610114 -0.00108695 0.0049811 -0.00758647 -0.00376416
internal_weight=0 0.0102307 0.00586142 0.00447973 0.00436932 0.00313457 0.00239323
internal_count=3910 3511 2640 2157 871 1801 285
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=11
num_cat=0
split_feature=484 3 124 13 151 1 16 4 16 0
split_gain=0.000115832 6.31484e-05 4.67883e-05 8.33941e-05 6.30184e-05 7.99656e-05 8.67402e-05 7.97844e-05 7.40673e-05 5.38911e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.018779999999999995 -0.26418499999999995 -0.044604999999999992 0.095575000000000007 0.050115000000000007 -1.0000000180025095e-35 -0.25582999999999995 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 8 9 -7 -6
right_child=1 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00062050401845431297 0.00050840365223737353 -0.00034485631814300418 0.00054038100584855606 -0.00041566682071382798 0.00030487133754118035 0.00011414508758505672 -0.00013856873212183865 -0.00059640093528696893 0.00082592646122219026 -0.00025060676960758936
leaf_weight=0.0010958728524751117 0.0010347220691982314 0.0013181600010284443 0.0011678586590488206 0.0013006399855039017 0.0013788747109500102 0.0010487545076692806 0.0013096862368640119 0.0010810982161400342 0.0012112171537496065 0.0013089263032543016
leaf_count=627 225 302 157 321 607 123 168 400 134 846
internal_value=0 4.50765e-05 1.98382e-06 4.86024e-05 -1.78769e-05 5.26249e-05 0.00026294 -0.000146572 0.00049562 3.43603e-05
internal_weight=0 0.0121599 0.0111252 0.00980706 0.0086392 0.00733856 0.00356966 0.0037689 0.00225997 0.0026878
internal_count=3910 3283 3058 2756 2599 2278 425 1853 257 1453
is_linear=0
shrinkage=0.00196078


Tree=4723
num_leaves=10
num_cat=0
split_feature=484 52 150 51 151 1 1 2 2
split_gain=0.00019935 4.94083e-05 7.55989e-05 7.29838e-05 5.36314e-05 9.04043e-05 9.70683e-05 9.12241e-05 7.99883e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 -0.07742499999999998 -0.0008699999999999999 0.10113500000000002 0.11986000000000001 0.10393500000000001 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 8 -6
right_child=1 4 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0008328314305747651 8.0075018626560914e-05 -0.00036176480757621232 -0.00017814456137444002 0.00067815405019796475 -0.00030499038370927284 0.00077455544834189769 -4.802621179640278e-05 -0.00059626374277488596 0.00030928703619029896
leaf_weight=0.0010393146896199535 0.0015098779734275558 0.0015199255858292801 0.0012570502066680455 0.0016327536842964722 0.0014150030573712024 0.0011242460443119458 0.0010827061980549497 0.0011276504056965042 0.0019220285480564786
leaf_count=612 372 273 151 470 688 135 235 185 789
internal_value=0 6.06518e-05 0.00022825 0.000390807 -2.93648e-05 4.63622e-05 0.000371006 -0.000114114 4.88147e-05
internal_weight=0 0.0125912 0.00439968 0.00314263 0.00819156 0.00667163 0.00220695 0.00446468 0.00333703
internal_count=3910 3298 993 842 2305 2032 370 1662 1477
is_linear=0
shrinkage=0.00196078


Tree=4724
num_leaves=11
num_cat=0
split_feature=484 133 133 12 15 12 12 15 3 4
split_gain=0.000195098 0.000122961 7.42538e-05 7.50481e-05 0.000107725 0.000148032 0.000103069 0.000171396 0.000113249 9.9628e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 -0.036459999999999992 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 -0.038029999999999987 -0.10315499999999998 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 9 -8 -5
right_child=1 -3 -4 4 5 -7 8 -9 -10 -11
leaf_value=-0.00081059052486007904 -0.00044402554836425631 -0.00059249759106425699 0.00053874875246807095 0.00057829506855377175 -0.00076080577625662889 0.00020036460849474 0.00036240768721264733 0.0010436857835315258 -0.00040633410507778973 -0.00017626009524824844
leaf_weight=0.0010641882662739228 0.0010182366296272024 0.001013654627342017 0.0014255840579990844 0.0012427246346990092 0.0011232621137231475 0.0013642862937786279 0.0014231027639455987 0.0012661119112010169 0.0015277038408984184 0.001466845552257845
leaf_count=612 282 481 514 101 336 607 222 144 474 137
internal_value=0 6.29774e-05 0.00011901 6.1652e-05 0.000116347 -0.000233656 0.000242045 0.000448109 -3.55885e-05 0.000169811
internal_weight=0 0.0128715 0.0118579 0.0104323 0.00941404 0.00248755 0.00692649 0.00397568 0.00295081 0.00270957
internal_count=3910 3298 2817 2303 2021 943 1078 382 696 238
is_linear=0
shrinkage=0.00196078


Tree=4725
num_leaves=8
num_cat=0
split_feature=133 50 13 47 16 12 49
split_gain=2.42574e-05 4.3341e-05 3.93763e-05 5.08812e-05 7.8329e-05 4.47061e-05 8.49037e-05
threshold=0.099765000000000006 0.086465000000000014 0.043015000000000005 0.077065000000000008 0.10994000000000002 0.085845000000000019 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00090537053980766261 -0.01487359776470103 -0.01733914765836234 0.016591664840605647 -0.014271799226287896 -0.019144064262247136 -0.0053101518512473703 0.031565954834252716
leaf_weight=0.0014592738957691263 0.0010085745639269615 0.0011055403424211413 0.0018653746813463642 0.0018032526619267226 0.0010788205765183741 0.0012383935072467593 0.001796657248930247
leaf_count=308 608 562 433 353 268 768 610
internal_value=0 0.00137309 0.00361153 0.000329062 0.00505333 0.0108617 0.0170127
internal_weight=0 0.0103473 0.00924177 0.0073764 0.00557315 0.00449432 0.00325593
internal_count=3910 3302 2740 2307 1954 1686 918
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=9
num_cat=0
split_feature=49 151 4 4 13 16 0 0
split_gain=1.98908e-05 5.39641e-05 6.19758e-05 4.95078e-05 7.33845e-05 7.94721e-05 6.65084e-05 4.14338e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.27608500000000008 -1.0000000180025095e-35 0.0047850000000000011 0.022165000000000004 -0.10783 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -5 -1
right_child=1 2 -4 6 -6 -7 -8 -9
leaf_value=0.019120916541488911 -0.023240759264388986 0.025790711262122623 0.023154739277726918 -0.032708381331092301 -0.019958630713192843 -0.0056583882848750796 0.00027967208609943923 -0.007016511653752772
leaf_weight=0.0014084788439454109 0.0010783154551904659 0.001710526314601531 0.0010557225944502159 0.0010841220511773684 0.0010024778783290309 0.0015153707332301999 0.0014009602983987744 0.0010651603128423635
leaf_count=204 388 1266 324 166 398 369 494 301
internal_value=0 -0.00227758 0.000631979 -0.00290983 0.00367353 0.0110174 -0.0141114 0.00786602
internal_weight=0 0.0088475 0.00776918 0.00671346 0.00422837 0.0032259 0.00248508 0.00247364
internal_count=3910 3405 3017 2693 2033 1635 660 505
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 1 3 12
split_gain=0.000111236 4.53895e-05 9.74861e-05 6.62369e-05 0.000238787 0.000110308 0.000106678 0.000101704 0.000247106
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.08401500000000002 -0.0063699999999999989 0.095575000000000007 0.11265500000000002 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00061207855883666038 -0.00035248266926352989 -0.00037729686907677788 0.00062518735966168729 -0.0006667844373121159 0.00052640255982112612 0.0006965215037252995 0.00097786148566396868 -0.00019402961600355716 -0.00024150695994046853
leaf_weight=0.0011020966391204591 0.0010434903681160431 0.0018733457912297616 0.0011148490293983295 0.0018083564522942252 0.0010022251516146633 0.0010637767019332483 0.0014171373216574096 0.0016603798978415459 0.0011636018389155726
leaf_count=627 151 879 152 698 602 126 308 191 176
internal_value=0 3.85017e-05 7.52452e-05 1.38664e-05 -0.000241306 0.000113777 1.23929e-05 0.000184523 0.000428074
internal_weight=0 0.0121472 0.0111037 0.00998882 0.00281058 0.00717824 0.00611446 0.00424112 0.00258074
internal_count=3910 3283 3132 2980 1300 1680 1554 675 484
is_linear=0
shrinkage=0.00196078


Tree=4728
num_leaves=9
num_cat=0
split_feature=133 50 13 133 0 3 151 42
split_gain=1.88756e-05 4.13659e-05 3.6872e-05 4.27963e-05 6.82214e-05 4.61379e-05 7.47909e-05 2.63582e-05
threshold=0.099765000000000006 0.086465000000000014 0.043015000000000005 0.065880000000000008 -0.11287999999999999 0.12046500000000002 -0.0088999999999999982 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.0063310002739547268 -0.013150940537408805 -0.017092889064488928 0.01596284996567952 0.019314512878427156 -0.0069447945809752347 -0.01079600229410688 0.028430876878351292 -0.027241997271330767
leaf_weight=0.0010825211425243841 0.0010049198913390242 0.0011030566029221799 0.0018632779233404657 0.0010111638200624821 0.0016181500164189791 0.001125543494948365 0.0014452541328233135 0.0010582013969260154
leaf_count=109 608 562 433 526 658 137 210 667
internal_value=0 0.0012068 0.00339991 0.000211138 -0.00284062 0.0060452 0.0135441 -0.0149701
internal_weight=0 0.0103072 0.00920411 0.00734083 0.00632967 0.00365332 0.00252778 0.00267635
internal_count=3910 3302 2740 2307 1781 456 319 1325
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=10
num_cat=0
split_feature=484 474 160 42 151 133 133 0 1
split_gain=0.000181 6.00113e-05 9.43236e-05 7.68308e-05 7.86078e-05 0.000103559 0.000129424 9.36416e-05 8.96359e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.09602999999999999 -0.0088999999999999982 -1.0000000180025095e-35 0.099765000000000006 -0.074904999999999985 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.000804109193338659 -0.00048894001376867228 0.00050080380943225004 -0.00043869259091792285 -0.00024370492747797997 -0.00031195928212779573 -0.00013732506715306603 -0.00031014712479752093 0.00078110717163468733 0.00052476502952132089
leaf_weight=0.0010232866885050021 0.0012814969992683825 0.0010563293617484705 0.0010063613796438215 0.00173475896916597 0.0011831610910862118 0.0013803360127631929 0.0010414569958852255 0.0019914624747770361 0.0018263028743836041
leaf_count=612 556 318 212 340 706 240 392 337 197
internal_value=0 5.36292e-05 1.23579e-05 7.55635e-05 0.000132078 0.000219902 0.000320754 0.000447158 0.00023976
internal_weight=0 0.0125017 0.0114453 0.0101638 0.00915748 0.00742272 0.00623956 0.0051981 0.00320664
internal_count=3910 3298 2980 2424 2212 1872 1166 774 437
is_linear=0
shrinkage=0.00196078


Tree=4730
num_leaves=9
num_cat=0
split_feature=132 13 2 457 39 0 52 4
split_gain=1.86605e-05 3.9087e-05 6.37044e-05 4.95968e-05 8.1291e-05 0.000103494 6.86575e-05 6.49389e-05
threshold=0.079995000000000011 -0.091229999999999992 0.097940000000000013 0.069705000000000003 0.005105000000000001 -0.053834999999999994 0.071660000000000015 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0091359577529907914 0.012696338751588857 -0.033301296174962781 0.022743742038447305 0.011064878757952789 0.015869046300562444 -0.042603047628335167 0.011915604515630947 -0.0023356421197232237
leaf_weight=0.0010830369900576827 0.0010397003480221616 0.0012132027820917694 0.0014880269016959242 0.0015498044065482249 0.0010867358827436205 0.0010278526383925065 0.0012950965442689584 0.001533013170686809
leaf_count=300 399 982 214 266 280 341 877 251
internal_value=0 -0.00136201 0.00931471 -0.00492437 -0.00894981 -0.0142705 -0.00706452 -0.0160154
internal_weight=0 0.0102768 0.00257106 0.00770571 0.0061559 0.00506917 0.00404131 0.00274622
internal_count=3910 3511 514 2997 2731 2451 2110 1233
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=10
num_cat=0
split_feature=484 133 484 16 160 151 1 42 16
split_gain=0.000131861 5.81252e-05 6.77261e-05 8.62666e-05 0.000122765 9.64975e-05 9.15875e-05 7.26298e-05 3.82195e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 -0.014099999999999998 -0.070974999999999996 -0.0088999999999999982 0.10113500000000002 0.084685000000000024 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -6 -7
right_child=1 -3 -4 4 7 6 -8 -9 -10
leaf_value=-0.00066775186560887522 -0.00046739663420481315 -0.00038246753382663459 -0.00038998293495988066 0.00095178646218862443 -7.6296368775818479e-05 -0.00033614515327598467 0.00044795027914603573 0.00055534135877209948 0.00014210003117405939
leaf_weight=0.0011015318359928984 0.0013908720713897739 0.001129901300246451 0.0010453790469083209 0.0010007827161825382 0.0018820437559800706 0.0014038367943130137 0.0019195018513662172 0.0011142925319231867 0.0011845621724243102
leaf_count=627 222 516 327 244 414 372 284 221 683
internal_value=0 4.09328e-05 8.46572e-05 0.000134797 0.000357195 -1.5904e-05 0.0001234 0.0001586 -0.00011728
internal_weight=0 0.0120712 0.0109413 0.00989589 0.00399712 0.00589877 0.0045079 0.00299634 0.0025884
internal_count=3910 3283 2767 2440 879 1561 1339 635 1055
is_linear=0
shrinkage=0.00196078


Tree=4732
num_leaves=11
num_cat=0
split_feature=484 42 43 3 0 16 16 52 15 13
split_gain=0.000192232 5.35237e-05 6.80236e-05 0.000168522 5.73703e-05 5.58433e-05 9.89121e-05 0.000113721 5.62642e-05 5.39366e-05
threshold=-0.0043499999999999988 -0.097204999999999986 -0.074254999999999988 -0.078669999999999976 -0.07883999999999998 0.15737500000000001 -0.19424999999999998 1.0000000180025095e-35 -0.073314999999999991 -0.012839999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 8 -8 -4
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00081672236045815191 -0.00034694636487474402 -0.00031559428257313659 8.6871503297765784e-05 0.00085104257129106826 0.0003189228840367144 -0.00035291415657647191 0.00029024718572980853 0.00079795038593586038 -0.00024730088232885976 -0.00052041630034972502
leaf_weight=0.0010431696617104113 0.0011357457269630571 0.0011649654901539027 0.0010046636678584886 0.0014108747587990907 0.0010342013853352938 0.0014336758140865956 0.0017574393122284683 0.0010933469218208634 0.0013041311523355379 0.0012769595511822553
leaf_count=612 257 499 189 387 182 298 238 677 424 147
internal_value=0 5.91014e-05 9.92718e-05 0.000322126 -1.72001e-05 -2.95072e-06 7.50002e-05 0.000255123 6.12689e-05 -0.00025301
internal_weight=0 0.012616 0.0114803 0.00361004 0.00219917 0.00787022 0.00643654 0.00415492 0.00306157 0.00228162
internal_count=3910 3298 3041 1068 681 1973 1675 1339 662 336
is_linear=0
shrinkage=0.00196078


Tree=4733
num_leaves=11
num_cat=0
split_feature=484 474 160 42 151 42 2 3 15 4
split_gain=0.00015177 7.09158e-05 6.09422e-05 6.98229e-05 7.9112e-05 8.35364e-05 8.19038e-05 0.00014863 0.000124213 3.21936e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.091955000000000023 0.086875000000000022 0.092005000000000017 -1.0000000180025095e-35 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 -6 -8 -9 -4
right_child=1 -3 3 4 5 -7 7 8 -10 -11
leaf_value=-0.00073404033489932879 -0.00037471465536887956 0.00054210978339353747 -2.0365604232119274e-05 -0.00023923743416908439 -2.7976061690074067e-05 -0.00023455273381655099 0.00097639756205128317 0.00066373233649445827 -0.00024227224199819964 -0.00051540823928009397
leaf_weight=0.001025802333999396 0.0014181554127714385 0.001033910855598689 0.0010065836636744059 0.0017093526466112523 0.0016587915743283823 0.0012029566953623057 0.0014947631335588867 0.0011000130337745968 0.0012349433130889671 0.0010136882941849099
leaf_count=612 572 298 467 318 347 492 259 107 61 377
internal_value=0 4.96403e-05 6.63335e-06 5.85291e-05 0.000137237 0.000233408 0.000335974 0.000493614 0.000184552 -0.000268757
internal_weight=0 0.0128732 0.0118392 0.0104211 0.00840082 0.00669147 0.00548851 0.00382972 0.00233496 0.00202027
internal_count=3910 3298 3000 2428 1584 1266 774 427 168 844
is_linear=0
shrinkage=0.00196078


Tree=4734
num_leaves=9
num_cat=0
split_feature=0 13 42 4 4 49 2 2
split_gain=1.97854e-05 5.82066e-05 5.16915e-05 4.32634e-05 7.1671e-05 5.60131e-05 7.78861e-05 3.32237e-05
threshold=-0.017269999999999997 -0.028919999999999998 -1.0000000180025095e-35 -0.06272999999999998 -0.0010999999999999996 -0.047309999999999998 0.091025000000000009 0.113945
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 -8
right_child=1 -3 3 4 5 6 7 -9
leaf_value=-0.019855830322060411 -0.0095996923321729818 0.021569748046947473 -0.014968853175851803 0.024726041809894413 0.016998842809171102 -0.028314206117593888 0.01621801662068844 -0.0077661555132498943
leaf_weight=0.0014082671643501172 0.001067070896726168 0.0013661804258204863 0.0013829863678324755 0.0013749041227877814 0.0012518230057833321 0.0012005412785520888 0.0010504830461145476 0.001282915623573154
leaf_count=1005 113 333 753 752 191 313 171 279
internal_value=0 0.00790079 -0.00226851 0.00101474 0.00460284 -0.00117837 -0.00761726 0.00303138
internal_weight=0 0.00243325 0.00895192 0.00754365 0.00616067 0.00478576 0.00353394 0.0023334
internal_count=3910 446 3464 2459 1706 954 763 450
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=9
num_cat=0
split_feature=1 13 15 43 52 4 0 49
split_gain=1.87966e-05 4.94479e-05 5.68335e-05 4.01656e-05 9.64339e-05 6.05763e-05 6.33959e-05 4.50846e-05
threshold=0.10786000000000001 -0.060719999999999989 -0.074174999999999977 -0.15648499999999999 0.086950000000000013 -0.076854999999999993 -0.099864999999999995 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=0.01436203468565463 0.021225299366178854 0.013616289977404572 -0.016457979517457009 0.015922712364714039 -0.028675124502831179 -0.012140542050294708 -0.027896163551715106 0.016631266070232999
leaf_weight=0.0011305404824799685 0.0013264018206687726 0.001164379902890285 0.0013650042387383348 0.0016934568071847751 0.0014576817880934618 0.0010918427038429691 0.0010300968287890707 0.0010866489570841948
leaf_count=242 392 194 166 747 859 141 976 193
internal_value=0 0.00558708 -0.00261355 -0.00300615 -0.00609362 0.000621263 -0.00745467 0.00221106
internal_weight=0 0.00385579 0.00252938 0.00749027 0.00635973 0.00490205 0.00320859 0.00217849
internal_count=3910 752 360 3158 2916 2057 1310 334
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=9
num_cat=0
split_feature=11 43 2 13 13 16 52 4
split_gain=2.08962e-05 3.19478e-05 9.39403e-05 6.87207e-05 3.80384e-05 6.16946e-05 8.68624e-05 2.4311e-05
threshold=0.078340000000000007 -0.053009999999999995 0.093815000000000009 -0.003375 -0.09547499999999999 -0.19424999999999998 -0.010284999999999997 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -3
right_child=-2 4 -4 -5 5 6 -8 -9
leaf_value=0.012379118182424084 -0.013860244770820363 0.019310917187409595 0.031579036578554064 -0.021412940727522645 -0.028027912994286242 -0.016338429061309161 0.015513503750975113 -0.0023589625542605117
leaf_weight=0.001366089725254318 0.0010026653613513939 0.0010266730248908095 0.0012087576410530999 0.0010756820607179369 0.0011469610193841654 0.0018062762149895378 0.0016276937708041834 0.0010443367011023262
leaf_count=909 263 75 541 261 201 365 1017 278
internal_value=0 0.00126221 0.00877924 -0.00250741 -0.00286307 -0.0079476 -0.00124069 0.00838357
internal_weight=0 0.0103025 0.00365053 0.00244177 0.00665194 0.00458093 0.00343397 0.00207101
internal_count=3910 3647 1711 1170 1936 1583 1382 353
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=10
num_cat=0
split_feature=484 124 13 15 12 151 1 16 12
split_gain=0.00010218 4.42455e-05 8.73743e-05 7.48523e-05 0.000208669 9.08653e-05 0.000130886 0.000123447 0.000116565
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 1.0000000180025095e-35 0.086865000000000012 -0.044604999999999992 0.095575000000000007 -0.013279999999999998 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -8
right_child=1 2 3 4 -6 6 8 -9 -10
leaf_value=-0.0005899351337614561 -0.00030568039531974229 0.00059031164252825623 -0.00033947395713241095 -0.00094027579163908715 0.00017208891179588064 -0.00061364734328482433 0.00079150392261528716 0.00028753770483245692 -2.5229055747157821e-05
leaf_weight=0.0010898764366650783 0.0012873866951018968 0.0011468482423387617 0.0012836244247479475 0.0010537077330966382 0.00168549298419383 0.0010291766717781565 0.0019771684373854777 0.0013522705765118324 0.0010176297105955086
leaf_count=627 306 157 326 381 923 349 224 425 192
internal_value=0 3.74816e-05 7.93728e-05 1.70295e-05 -0.000255812 0.000129249 0.000241161 -0.000101922 0.000513979
internal_weight=0 0.0118333 0.0105459 0.00939907 0.0027392 0.00665987 0.00537625 0.00238145 0.0029948
internal_count=3910 3283 2977 2820 1304 1516 1190 774 416
is_linear=0
shrinkage=0.00196078


Tree=4738
num_leaves=11
num_cat=0
split_feature=484 474 124 3 3 15 15 12 48 3
split_gain=0.000156265 7.44451e-05 6.94357e-05 0.00014224 9.63568e-05 0.000124728 0.000204344 0.000132587 0.000116443 8.57659e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.018779999999999995 0.13772500000000001 0.11265500000000002 -0.016339999999999997 -0.07142999999999998 0.086865000000000012 0.087035000000000015 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -7 -4 -9
right_child=1 -3 3 -5 -6 7 -8 9 -10 -11
leaf_value=-0.00074504027875196388 -0.00041672065753485706 0.00054536419931120914 0.00033628499881061154 0.0006490099130368591 -0.00056374352635517257 -0.00062934821636857611 0.00097816295105488814 0.00049740217742328557 -0.0004755267659620692 -0.00029109219920077432
leaf_weight=0.0010226245101171141 0.001323197030324459 0.0010751967504217764 0.0016546142077691786 0.0013683221414637669 0.0011348614367359122 0.0016280862821933836 0.0011707200311498328 0.0010919282251931409 0.0011524311602449338 0.0010312752713601109
leaf_count=612 273 318 437 168 69 502 265 319 242 705
internal_value=0 5.18673e-05 5.94901e-06 6.06072e-05 -3.02245e-05 4.81124e-05 0.000290003 -0.000208382 2.99606e-06 0.000114417
internal_weight=0 0.0126306 0.0115554 0.0102322 0.00886392 0.00772906 0.00397777 0.00375129 0.00280705 0.0021232
internal_count=3910 3298 2980 2707 2539 2470 944 1526 679 1024
is_linear=0
shrinkage=0.00196078


Tree=4739
num_leaves=8
num_cat=0
split_feature=1 4 4 43 52 1 4
split_gain=2.00948e-05 4.35269e-05 4.95848e-05 4.12782e-05 4.51464e-05 5.71969e-05 4.47719e-05
threshold=0.10398500000000001 0.053925000000000008 0.24280000000000004 -0.15648499999999999 0.086950000000000013 0.089175000000000018 -0.076854999999999993
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.014219206961579712 0.019533513106337157 -0.019743632860459465 0.0074659468813201213 0.017904329709013216 -0.02315746386998321 -0.019940066654539287 -0.0058277926593773306
leaf_weight=0.0011081160194240233 0.0014286859304168593 0.0010083140796619539 0.0019945437279362366 0.0014705065956081016 0.0013124663429872107 0.0012793943072024073 0.001730330141526195
leaf_count=235 354 98 435 531 839 469 949
internal_value=0 0.00516539 -0.00167062 -0.00346389 -0.00684658 -0.00206837 0.00507506
internal_weight=0 0.00443154 0.00300286 0.00690081 0.0057927 0.00448023 0.00320084
internal_count=3910 887 533 3023 2788 1949 1480
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=11
num_cat=0
split_feature=484 474 124 13 151 15 3 15 16 13
split_gain=0.000181706 6.64054e-05 5.97847e-05 0.000175939 8.72988e-05 9.02663e-05 0.000131959 9.40088e-05 9.96007e-05 8.07381e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.018779999999999995 -0.26418499999999995 -0.0088999999999999982 -0.0039399999999999991 -0.077689999999999995 -0.07142999999999998 -0.10064999999999998 -0.074599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 9 8 -6 -7
right_child=1 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00079713672017427497 -0.00038344600595588988 0.00053087963381653208 0.00079433404421472276 -0.00041015168432260871 0.00049170419055427714 0.00052244503007490282 -0.00071774223090973681 0.00073245552782554393 -0.00028513354322967101 -0.00019064025776371055
leaf_weight=0.0010417598190034785 0.0013026811858301889 0.0010341807720775408 0.0011250833884028375 0.0018320614674371977 0.0011640849533273718 0.0010153430288089038 0.0011048058065878858 0.001205059229978973 0.0013949111140183817 0.0015308619585418016
leaf_count=612 277 298 138 333 269 339 360 212 309 763
internal_value=0 5.46649e-05 1.2481e-05 6.22068e-05 -2.687e-05 6.78285e-05 -0.000151834 0.000280894 6.82492e-05 9.37148e-05
internal_weight=0 0.0127091 0.0116749 0.0103722 0.00924713 0.00741507 0.00365101 0.00376406 0.002559 0.0025462
internal_count=3910 3298 3000 2723 2585 2252 1462 790 578 1102
is_linear=0
shrinkage=0.00196078


Tree=4741
num_leaves=9
num_cat=0
split_feature=1 0 133 12 15 15 1 1
split_gain=1.99281e-05 4.82032e-05 5.60681e-05 2.7715e-05 7.19781e-05 7.70395e-05 0.000116561 6.22686e-05
threshold=0.076710000000000014 -0.083564999999999987 1.0000000180025095e-35 0.10106500000000002 0.024640000000000006 -0.017214999999999998 0.11167500000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.024588909861773482 -0.0037135933461200951 0.01367726448769257 -0.016209354406184037 0.017824447331733911 -0.02415738676974084 0.027268676536609929 -0.019235047749092613 0.028048781441362199
leaf_weight=0.0010241469202639628 0.0011575465456804056 0.0014871465295008181 0.0010861879172096617 0.0010557269061722196 0.0010135331549349013 0.0012004414659965851 0.0019977332663841251 0.0013222970545878751
leaf_count=1051 210 434 523 225 466 309 453 239
internal_value=0 -0.00624019 0.00106231 0.00276633 0.000390613 0.00477246 -0.00125879 0.0132227
internal_weight=0 0.00359748 0.00257333 0.00774728 0.00669155 0.00567802 0.00447758 0.00247984
internal_count=3910 2008 957 1902 1677 1211 902 449
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=8
num_cat=0
split_feature=11 48 2 159 52 13 4
split_gain=2.11479e-05 3.06862e-05 3.60281e-05 7.0022e-05 6.25664e-05 8.22057e-05 6.52424e-05
threshold=0.078340000000000007 0.096835000000000018 0.11260500000000001 0.082325000000000023 0.086950000000000013 -0.083514999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.02905305749649912 -0.013897366321216889 0.014197040618602478 0.012531028324418533 -0.028051063558430407 -0.018214090705299061 0.012509052174039035 -0.014767989348304054
leaf_weight=0.0011350940171914207 0.0010088443038888959 0.0015590936989840582 0.0015994243165804228 0.0010404241059414629 0.0014377029898574372 0.0016604078167321023 0.0018581927860255125
leaf_count=506 263 341 471 408 818 801 302
internal_value=0 0.00127419 -0.00103338 -0.00407542 1.96762e-05 0.00565278 -0.00189611
internal_weight=0 0.0102903 0.00873125 0.00713182 0.0060914 0.00465369 0.0035186
internal_count=3910 3647 3306 2835 2427 1609 1103
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=8
num_cat=0
split_feature=1 52 0 0 3 1 1
split_gain=2.07696e-05 5.10033e-05 5.79401e-05 5.94965e-05 4.48255e-05 3.96744e-05 8.77665e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 -0.099864999999999995 -0.032959999999999996 0.11097000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.0060454510492347338 0.01085770200435213 -0.021864703947834629 0.0029123214432828733 -0.022847552947120122 0.028578472857691769 -0.014554814387044427 0.028945610071983065
leaf_weight=0.0019467573450722394 0.0015060095607247132 0.0011173083696780451 0.001872700821401125 0.0014118605564529887 0.0010688307466053353 0.0012061596760112817 0.0011346084615186285
leaf_count=331 345 576 726 1447 211 114 160
internal_value=0 -0.00175957 0.000840116 -0.00504266 0.0122383 0.000820398 0.00683882
internal_weight=0 0.00975823 0.00864092 0.00569939 0.00294153 0.00428753 0.00308137
internal_count=3910 3565 2989 2052 937 605 491
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=8
num_cat=0
split_feature=52 52 1 4 1 1 4
split_gain=1.79328e-05 4.87627e-05 3.38358e-05 6.83809e-05 6.53995e-05 5.12914e-05 3.72362e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.088010000000000019 -0.083329999999999987 0.096035000000000023 0.11235500000000002 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7
right_child=1 2 4 -5 5 6 -8
leaf_value=-0.012840558083506627 0.015697589924616562 0.0016538827634992393 0.02181616051159474 -0.028200238111464743 -0.017754194558934039 -0.007293289461504416 0.018577890841593638
leaf_weight=0.001000757450946555 0.0018879935212762584 0.001939806552530761 0.0013516123906493582 0.0012692392464970037 0.001554141799774394 0.0010893701698977722 0.0011369715301178225
leaf_count=425 546 487 366 1299 292 179 316
internal_value=0 0.00118526 -0.00209956 -0.010154 0.00293679 -0.00381303 0.00591888
internal_weight=0 0.0102291 0.00834114 0.00320905 0.0051321 0.00378048 0.00222634
internal_count=3910 3485 2939 1786 1153 787 495
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=8
num_cat=0
split_feature=1 13 15 150 4 4 16
split_gain=1.75318e-05 3.61661e-05 4.40943e-05 3.43256e-05 9.38272e-05 3.82043e-05 3.47624e-05
threshold=0.10786000000000001 -0.060719999999999989 -0.074174999999999977 0.083205000000000015 -1.0000000180025095e-35 -0.08422499999999998 0.13514000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.019716054812050538 0.019011138586916679 0.012781027317123725 -0.013866755296503306 0.010579156345818219 -0.026571245182764228 0.012577289527760997 0.0042385877027081567
leaf_weight=0.0011075862064334877 0.0012975364410725142 0.0011532352751737029 0.0013453575272372867 0.0015065620976637837 0.0016499404959815639 0.0018018197879956137 0.0013371859179265645
leaf_count=508 392 194 166 347 636 1466 201
internal_value=0 0.00546647 -0.00156737 -0.00289207 -0.00633396 0.00152889 -0.00661389
internal_weight=0 0.00379613 0.00249859 0.00740309 0.00589653 0.00424659 0.00244477
internal_count=3910 752 360 3158 2811 2175 709
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=11
num_cat=0
split_feature=484 1 52 0 4 12 48 1 13 2
split_gain=0.000103793 4.00083e-05 6.21321e-05 8.83962e-05 8.43107e-05 7.74097e-05 4.78387e-05 5.51814e-05 5.58699e-05 2.56303e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.11401500000000002 -0.077944999999999987 -0.48072499999999996 0.089570000000000025 0.09227500000000001 0.089175000000000018 -1.0000000180025095e-35 0.091985000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 -6
right_child=1 -3 -4 4 9 -7 -8 -9 -10 -11
leaf_value=-0.00059187567664814881 -0.00018408765558150167 0.00034386542268684646 -0.00044602159766123415 -0.00014645206879867836 0.000319347977674032 -0.00052584182970197356 0.00040499899857777857 -0.00034695804310857045 0.0004375673721689379 0.00074874654883908378
leaf_weight=0.0010708263260414746 0.0011081089523906642 0.0015086952469151168 0.0010669420134684785 0.0010103194954962629 0.0010362593686242057 0.0012201287621955602 0.0010158010399961151 0.0016330892984286168 0.0011152166755974938 0.0011035823848268502
leaf_count=627 727 323 476 165 300 472 124 229 135 332
internal_value=0 4.56383e-05 1.99542e-06 5.37139e-05 0.000320386 -8.41739e-05 2.64311e-05 -7.32857e-05 0.000127734 0.000540802
internal_weight=0 0.0118181 0.0103094 0.00924251 0.00315016 0.00609234 0.00487222 0.00385641 0.00222333 0.00213984
internal_count=3910 3283 2960 2484 797 1687 1215 1091 862 632
is_linear=0
shrinkage=0.00196078


Tree=4747
num_leaves=11
num_cat=0
split_feature=484 1 52 0 4 0 3 48 2 15
split_gain=0.000113687 4.00055e-05 5.38074e-05 8.87292e-05 9.89411e-05 6.98545e-05 6.24639e-05 8.38691e-05 2.0949e-05 2.08282e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.11401500000000002 -0.077944999999999987 -0.48072499999999996 -0.099864999999999995 0.11818000000000002 0.085790000000000019 0.091985000000000011 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 9 -6 -2
right_child=1 -3 -4 4 8 -7 -8 -9 -10 -11
leaf_value=-0.0006126110174866599 0.00057827390715563514 0.00034731731416585125 -0.00041155420381983353 -0.00017893335194173502 0.00036369135896052274 -0.00043672901781968958 -0.00036330190891947626 -0.0002481898457820232 0.00075117029930131074 0.00019669953737431331
leaf_weight=0.0010808662124992029 0.0011724122597666208 0.0015322222469533716 0.0010560742227556331 0.0010278362970664 0.0010541579912651229 0.0015871726798833211 0.0011038135513487344 0.0011802772855175284 0.0010923042144971922 0.0010359700805209378
leaf_count=627 181 323 476 165 300 1138 88 143 332 137
internal_value=0 5.16922e-05 7.7579e-06 5.56104e-05 0.000321325 -8.3124e-05 4.18032e-05 0.000173761 0.000560874 0.000399274
internal_weight=0 0.0118422 0.01031 0.00925394 0.0031743 0.00607965 0.00449247 0.00338866 0.00214646 0.00220838
internal_count=3910 3283 2960 2484 797 1687 549 461 632 318
is_linear=0
shrinkage=0.00196078


Tree=4748
num_leaves=9
num_cat=0
split_feature=1 52 0 12 2 151 3 16
split_gain=1.76022e-05 3.85009e-05 4.70503e-05 5.64242e-05 5.05231e-05 5.39493e-05 3.70949e-05 2.48688e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089570000000000025 0.089910000000000004 -0.0032449999999999996 -0.032959999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -4 -1
right_child=-2 -3 6 -5 5 -7 -8 -9
leaf_value=-0.021102797072133399 0.010015365223885219 -0.019166601495958634 0.0024255753823007246 -0.025391109213497954 -0.0068791462667843507 0.023379768034524254 0.025775741415967054 9.5726837876104705e-05
leaf_weight=0.001135313587549202 0.0015014939934833828 0.0011078023434489262 0.0018745743550038702 0.0010680317085313713 0.0010450290579434292 0.001350908138119942 0.0010679524001284562 0.0010797088783518151
leaf_count=620 345 576 726 524 171 254 211 483
internal_value=0 -0.00161749 0.000637446 -0.00468013 0.000117129 0.0101818 0.0109002 -0.0107696
internal_weight=0 0.00972932 0.00862152 0.00567899 0.00461096 0.00239594 0.00294253 0.00221502
internal_count=3910 3565 2989 2052 1528 425 937 1103
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=9
num_cat=0
split_feature=14 52 4 13 47 150 3 2
split_gain=1.881e-05 3.77617e-05 6.24445e-05 4.3664e-05 4.73276e-05 7.89795e-05 8.05466e-05 4.89504e-05
threshold=-1.0000000180025095e-35 0.11110500000000002 -0.37626499999999991 -0.094679999999999986 0.09252500000000001 0.086420000000000011 -0.0045049999999999995 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.012573076491212535 -0.0230112104098638 0.017162121856792799 0.016526445494473001 -0.014488439870351087 -0.018691193192636287 -0.019525209894411866 0.031154713362543204 0.014584491836944172
leaf_weight=0.0010843451321203334 0.0011302566437796299 0.0013048552223304628 0.0016593742656091206 0.0012120855345799752 0.0012998353644162915 0.0011818366559750342 0.0012182254765564591 0.0011090255873139354
leaf_count=196 232 612 343 827 251 298 142 1009
internal_value=0 0.00128563 -0.00106568 0.00216386 -0.00179443 0.0028576 0.0103315 -0.000597409
internal_weight=0 0.0101155 0.00881064 0.00768038 0.00602101 0.00472117 0.00353934 0.00232111
internal_count=3910 3714 3102 2870 2527 2276 1978 1836
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=10
num_cat=0
split_feature=484 1 42 3 2 133 15 0 16
split_gain=0.000119175 5.22374e-05 6.36531e-05 8.37285e-05 7.80547e-05 7.45011e-05 9.79954e-05 0.000115849 2.87276e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.100615 0.113945 0.083815000000000014 0.014775000000000002 -0.12329499999999999 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 -5 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00062571127816592978 0.00017397312202178242 0.00039042955041067111 -0.00040986662717937625 0.00042191108751252356 -0.00051840878847692995 0.00039314440967931516 -0.00062219764195976443 -0.00031523312874146562 0.00063613168085244101
leaf_weight=0.0010968974524029071 0.0010360498747517314 0.0015103529518065871 0.0012768842436342307 0.0017316501782972111 0.0011210942586715048 0.0016972964189778689 0.0010218943692103777 0.0015564312217352036 0.0010323668438228383
leaf_count=627 193 310 612 172 185 516 670 434 191
internal_value=0 4.95277e-05 3.68046e-07 5.73252e-05 -4.34544e-05 4.51829e-05 -9.18466e-05 7.29799e-05 0.000404641
internal_weight=0 0.011984 0.0104737 0.00919678 0.00712837 0.00600727 0.00430998 0.00328808 0.00206842
internal_count=3910 3283 2973 2361 1977 1792 1276 606 384
is_linear=0
shrinkage=0.00196078


Tree=4751
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 42 49 3 2 12 3
split_gain=0.000170178 6.50093e-05 0.000100481 9.77261e-05 7.59736e-05 5.97709e-05 5.85344e-05 7.53926e-05 9.56872e-05 8.47925e-05 4.96302e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 0.083725000000000008 0.093945000000000015 0.11265500000000002 0.087995000000000004 0.097345000000000015 -0.0045049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 8 9 10 -6
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00076893520237512273 -0.00040969211019571266 -0.00059636932066456697 0.00065530098362512465 0.00065063333960214422 -0.00062005338103922564 3.4074453935158037e-05 0.00049796082075900718 -0.00044292338086412226 0.00052757476616347462 0.00036419707613751038 -1.0841399983688584e-05
leaf_weight=0.001031627910283296 0.0010372487577171236 0.0012767784157189971 0.001139630740526378 0.0010015191992795089 0.001030350663998543 0.0010566715158714037 0.0010506076257615895 0.0011987072956875901 0.001441325006080559 0.001071518948137784 0.001026156506115314
leaf_count=612 152 801 152 190 477 739 129 163 257 141 97
internal_value=0 6.00886e-05 0.000103236 4.12734e-05 0.000146352 -0.000310881 7.22838e-05 -5.24996e-06 0.000109568 -8.30406e-05 -0.000316069
internal_weight=0 0.0123305 0.0112933 0.0101536 0.00782019 0.00233345 0.00681867 0.00576806 0.00456935 0.00312803 0.00205651
internal_count=3910 3298 3146 2994 1454 1540 1264 1135 972 715 574
is_linear=0
shrinkage=0.00196078


Tree=4752
num_leaves=9
num_cat=0
split_feature=49 151 4 2 42 2 1 4
split_gain=1.73101e-05 5.01347e-05 4.86093e-05 6.03058e-05 4.08865e-05 0.000136419 7.57402e-05 4.01382e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.27608500000000008 0.10393500000000001 -0.088669999999999985 0.086650000000000019 0.094165000000000013 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0048262802114099924 -0.022301351623533337 0.021027152469609352 0.020756045194652101 -0.01779443532755046 -0.03445659496422835 0.021251301883387516 0.0027251924248075598 0.020793284633907127
leaf_weight=0.0012843190673960552 0.0010806383170822087 0.0010383070907918025 0.0010444859791088213 0.0018490813104740985 0.0011934754643956151 0.0015595959256184903 0.0010127509836897544 0.0011673630796954358
leaf_count=332 388 325 324 503 783 809 273 173
internal_value=0 -0.00213147 0.000700075 -0.00244851 0.00345805 -0.00138608 -0.0173886 0.00737242
internal_weight=0 0.00877834 0.0076977 0.00665321 0.00480413 0.00376582 0.00220623 0.00245168
internal_count=3910 3405 3017 2693 2190 1865 1056 505
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=9
num_cat=0
split_feature=3 1 52 16 13 52 16 47
split_gain=1.72033e-05 3.97135e-05 3.75334e-05 5.48486e-05 3.54074e-05 8.29672e-05 4.82231e-05 4.3434e-05
threshold=-0.15464999999999998 0.088010000000000019 0.086950000000000013 -0.083564999999999987 -0.0024749999999999993 -0.074484999999999982 -0.057604999999999996 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -3
right_child=1 4 -4 -5 5 6 -8 -9
leaf_value=0.012435347178212134 0.011668089807539465 0.027392586407616399 -0.023626113739745512 -0.016193209324323287 -0.023894152931579919 -0.0031742954814617738 0.024420787443951514 -0.00014365157870204769
leaf_weight=0.0010041477420488368 0.0013753867117183684 0.0011460456471492652 0.0012205975297298476 0.0014530755558534165 0.0011990211515254499 0.0015889945707794153 0.0010528919151328586 0.0011452498259908062
leaf_count=259 401 700 792 1040 153 216 115 234
internal_value=0 -0.00128395 -0.00896993 -0.00264519 0.00379106 -0.00207792 0.00782339 0.0136292
internal_weight=0 0.0101813 0.00404906 0.00282846 0.0061322 0.00384091 0.00264189 0.0022913
internal_count=3910 3651 2233 1441 1418 484 331 934
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=9
num_cat=0
split_feature=11 160 52 13 43 48 3 13
split_gain=1.99414e-05 2.88934e-05 4.57185e-05 4.55896e-05 4.38361e-05 5.85591e-05 4.36501e-05 4.12296e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 -0.048794999999999991 -0.083514999999999992 -0.15648499999999999 0.090910000000000005 -1.0000000180025095e-35 -0.13934999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -6 -3
right_child=-2 3 -4 4 5 -7 -8 -9
leaf_value=0.0064373570790762216 -0.012988871205914252 0.0040623284057547003 -0.022267697251288951 0.014651929602703798 -0.025832833073260366 0.010597435098076355 -0.00017448661866913066 0.030507935943548083
leaf_weight=0.0010507678727303699 0.0010757432273787075 0.0013401358321989167 0.0011756321083048757 0.0013657968473887346 0.0015204251043341838 0.0013945091195235893 0.0011757322918736477 0.001052533689167294
leaf_count=279 279 169 878 201 1257 186 177 484
internal_value=0 0.00133472 -0.00872011 0.00418676 -0.000859945 -0.00603907 -0.0146438 0.0156957
internal_weight=0 0.0100755 0.0022264 0.00784913 0.00545646 0.00409067 0.00269616 0.00239267
internal_count=3910 3631 1157 2474 1821 1620 1434 653
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=11
num_cat=0
split_feature=484 124 15 12 42 160 13 2 51 0
split_gain=0.000172647 4.08189e-05 9.15353e-05 0.00016886 0.000100852 7.23241e-05 0.000103191 8.50948e-05 8.99787e-05 6.72783e-05
threshold=-0.0043499999999999988 -0.018779999999999995 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.083654999999999993 -0.10241499999999999 0.083185000000000023 0.083165000000000017 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7 -8 -9 -6
right_child=1 2 3 -5 9 6 7 8 -10 -11
leaf_value=-0.00078320462815890056 -0.00027072391708107081 -0.00013332661610864871 -0.00078377506142524121 0.00017812154822244807 -0.00051654982523368254 0.00095116014982159084 0.00071116449575959334 -0.00027719548188532688 0.00048157442473167514 0.00017650072575674206
leaf_weight=0.001010780102842679 0.0012826973403966624 0.001008677544062038 0.0011475711241987277 0.0018057714011390788 0.00102630033777868 0.001167607495049819 0.0011843568944435866 0.0013139542815650217 0.0011071779724051156 0.0011330753803080167
leaf_count=612 306 203 395 932 430 133 133 459 65 242
internal_value=0 6.01241e-05 9.90776e-05 -0.00019564 0.000208684 0.000343724 0.000444538 0.000280472 6.97882e-05 -0.00015289
internal_weight=0 0.0121772 0.0108945 0.00295334 0.00794115 0.00578177 0.0047731 0.00360549 0.00242113 0.00215938
internal_count=3910 3298 2992 1327 1665 993 790 657 524 672
is_linear=0
shrinkage=0.00196078


Tree=4756
num_leaves=9
num_cat=0
split_feature=150 151 151 1 1 16 2 3
split_gain=1.68249e-05 6.11511e-05 5.27542e-05 4.3667e-05 6.74056e-05 5.59531e-05 3.96751e-05 7.34727e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 -0.056409999999999995 0.10398500000000001 0.088495000000000018 -0.067969999999999989 0.10393500000000001 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -5 7 -3
right_child=2 3 -4 5 -6 -7 -8 -9
leaf_value=-0.023572369914918571 0.024377984045542908 -0.0076258566592866273 -0.0073597624332381569 0.02432011418444285 -0.027334071763657854 -0.0030165868046926774 -0.015457619914535842 0.024439233663769027
leaf_weight=0.0011396807047320675 0.0010164934780400221 0.0015184505324764657 0.001080359693769293 0.0015053882091720877 0.0010303154554166709 0.0014896606318507437 0.0010249570388072378 0.0013498475073774237
leaf_count=360 318 1196 195 301 472 314 330 424
internal_value=0 -0.00191469 0.00802577 0.00120238 -0.00458943 0.0107235 0.00142974 0.00746427
internal_weight=0 0.0090583 0.00209685 0.00791862 0.00492357 0.00299505 0.00389326 0.0028683
internal_count=3910 3397 513 3037 2422 615 1950 1620
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 12 49 49 16 47 2
split_gain=0.000172358 8.94218e-05 0.000113683 0.00010017 7.97206e-05 7.17878e-05 6.48829e-05 8.10403e-05 6.54288e-05 0.000132383 4.43666e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 0.086865000000000012 -0.081419999999999979 0.093945000000000015 -0.072804999999999981 0.092255000000000018 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 8 10 -10 -8
right_child=1 2 -4 4 6 -7 7 -9 9 -11 -12
leaf_value=-0.00076225185676231249 -0.000468489459205151 -0.00070562165091747869 0.00068359403855115092 0.00065673896855259579 0.00051218439934103978 -2.4913951953796671e-05 -0.00014428024991916091 0.00047738474740774992 -0.00078094453278034143 0.00015576617431373939 0.0003642473992424993
leaf_weight=0.0010734637804104196 0.0011427895288409389 0.0010123515264975102 0.0011790629626450772 0.0010279813077340074 0.0010949644535058868 0.0014470765933471211 0.0013796449440320983 0.0010919524218603992 0.0012652997883446098 0.0010711268618710645 0.0012638627755191469
leaf_count=612 152 529 152 190 132 1011 390 129 302 87 224
internal_value=0 5.52913e-05 0.000105875 4.1941e-05 0.000146097 -0.000305107 7.28527e-05 -6.37347e-06 -0.000112447 -0.000351513 9.88472e-05
internal_weight=0 0.0129761 0.0118333 0.0106543 0.00819483 0.00245943 0.00716685 0.00607189 0.00497993 0.00233643 0.00264351
internal_count=3910 3298 3146 2994 1454 1540 1264 1132 1003 389 614
is_linear=0
shrinkage=0.00196078


Tree=4758
num_leaves=12
num_cat=0
split_feature=484 3 484 160 151 3 49 133 43 47 13
split_gain=0.00015459 4.98142e-05 4.56992e-05 7.07579e-05 8.10854e-05 7.1082e-05 7.97111e-05 9.43336e-05 0.000104413 9.57917e-05 5.14183e-05
threshold=-0.0043499999999999988 -0.15464999999999998 0.087495000000000017 0.090735000000000024 -0.08341999999999998 -0.10628499999999998 -0.0057999999999999987 -1.0000000180025095e-35 -0.090634999999999979 0.092255000000000018 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 -9 10 -10
right_child=1 2 -4 -5 5 6 7 8 9 -11 -12
leaf_value=-0.00074808395790497276 0.00045594416808441245 0.00060144794209980969 -0.00037355032690706029 -0.00042608716417796361 0.00051410966414817819 -0.00042779822269319295 -0.00042909262788675838 -0.00032311120413070773 -0.0001307559917250032 0.00087752902020518794 0.00047529456595089695
leaf_weight=0.0010065794238043749 0.0010675499222547969 0.0011271037784562491 0.0010658361704433831 0.0010600509156569521 0.0010524747791274781 0.001529760766380321 0.001111322953834498 0.001053096963123462 0.0011481700666887856 0.0010402073800922641 0.0010131444631908352
leaf_count=612 227 227 337 205 168 269 807 200 160 134 564
internal_value=0 5.12339e-05 1.26622e-05 5.32765e-05 0.000109269 3.94751e-05 -3.29673e-05 7.95939e-05 0.000212465 0.000388635 0.000153338
internal_weight=0 0.0122687 0.0112012 0.0101353 0.00907528 0.00794818 0.0068957 0.00536594 0.00425462 0.00320152 0.00216131
internal_count=3910 3298 3071 2734 2529 2302 2134 1865 1058 858 724
is_linear=0
shrinkage=0.00196078


Tree=4759
num_leaves=10
num_cat=0
split_feature=484 124 13 15 12 151 1 12 16
split_gain=9.62761e-05 3.9151e-05 8.3461e-05 6.88646e-05 0.000191476 8.59356e-05 0.000109788 0.000106159 7.88512e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 1.0000000180025095e-35 0.086865000000000012 -0.044604999999999992 0.095575000000000007 1.0000000180025095e-35 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 8 -8 -7
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.00058289618387064306 -0.00029364311932067287 0.00059509695310935894 -0.00033889402682642223 -0.00091827952267926069 0.00017436362978768879 -0.00049114452176592549 0.00083353396195676849 7.5865770775012872e-05 0.00024523283648522935
leaf_weight=0.0010373017729577846 0.0011977653754270219 0.0010846417828568695 0.0012193904552185893 0.0010080641008584708 0.0015879431614980008 0.0010085882296162251 0.0015882960749378293 0.0012871706656229186 0.0012543973945754801
leaf_count=627 306 157 326 381 923 375 181 235 399
internal_value=0 4.14293e-05 8.14092e-05 1.91826e-05 -0.000249924 0.000129063 0.000240113 0.000494372 -8.29626e-05
internal_weight=0 0.0112363 0.0100385 0.00895385 0.00259601 0.00635784 0.00513845 0.00287547 0.00226299
internal_count=3910 3283 2977 2820 1304 1516 1190 416 774
is_linear=0
shrinkage=0.00196078


Tree=4760
num_leaves=9
num_cat=0
split_feature=14 2 13 16 48 43 1 16
split_gain=1.83661e-05 3.40355e-05 5.4274e-05 4.24976e-05 4.12737e-05 4.15763e-05 5.58887e-05 3.85313e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 -0.13934999999999997 -0.071799999999999989 0.081315000000000012 -0.079109999999999986 0.094165000000000013 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 -4
right_child=1 3 4 -5 -6 6 -8 -9
leaf_value=-0.012416677028815158 -0.022561750438791425 -0.00084508550322286266 -0.00020386070262026339 0.025540492528966802 0.014434081272326905 -0.0063747429503808115 0.023424710390744091 -0.027147815761233519
leaf_weight=0.0010869803163127403 0.0011010738610385731 0.0013024945218978188 0.0010482778626701064 0.001148832041782899 0.0017794724115229466 0.0016644813085248118 0.0010120461696314208 0.0010750650699937424
leaf_count=196 154 310 580 327 465 1221 356 301
internal_value=0 0.00126146 -0.00201294 0.0115207 0.00142597 -0.00339658 0.004893 -0.0138458
internal_weight=0 0.0101317 0.00768042 0.00245133 0.00657934 0.00479987 0.00267653 0.00212334
internal_count=3910 3714 3077 637 2923 2458 1577 881
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=11
num_cat=0
split_feature=484 3 151 150 1 2 2 16 15 16
split_gain=8.40189e-05 5.25884e-05 4.1538e-05 8.7761e-05 7.32574e-05 0.000129982 0.00012076 9.78834e-05 5.16153e-05 3.62787e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.10113500000000002 0.10393500000000001 0.089910000000000004 0.050115000000000007 -0.10981499999999998 -0.079209999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 8 -6 -4
right_child=1 2 4 -5 7 -7 -8 -9 -10 -11
leaf_value=-0.00052923371139053398 0.00046704043404762244 -0.00064858097855763656 -0.00049345202870273324 0.00013038103718745472 0.00022771790342828187 -0.00067355443583576346 0.00046275695490136283 -0.00011431024688217195 0.00084175837349162994 1.101720253889092e-05
leaf_weight=0.001081488514567336 0.0010211166806476475 0.0010520432292429097 0.0010350495650936814 0.0011795127613193307 0.0010074619764224723 0.0011317846438926868 0.0017600013911469891 0.0014423133591460603 0.0011020281456443435 0.0011649299588671741
leaf_count=627 225 208 691 290 229 296 511 189 146 498
internal_value=0 4.15898e-05 1.64223e-06 -0.000236852 6.32156e-05 -8.75489e-05 7.99347e-05 0.000279347 0.000548502 -0.000226326
internal_weight=0 0.0118962 0.0108751 0.00223156 0.00864357 0.00509177 0.00395998 0.0035518 0.00210949 0.00219998
internal_count=3910 3283 3058 498 2560 1996 1700 564 375 1189
is_linear=0
shrinkage=0.00196078


Tree=4762
num_leaves=8
num_cat=0
split_feature=0 3 47 13 52 4 2
split_gain=2.02032e-05 4.94676e-05 4.39243e-05 5.63636e-05 9.1403e-05 4.25683e-05 1.94901e-05
threshold=-0.060094999999999989 -0.089974999999999986 0.09252500000000001 -0.086849999999999997 -0.066329999999999986 -0.23071499999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 -6
right_child=5 2 -4 4 6 -7 -8
leaf_value=-0.020130632388748643 -0.0038462187229349625 -0.014119482674524016 -0.017045236330495754 -0.0063646250870696506 0.033720902711963249 0.01866899062019662 0.01510815862487911
leaf_weight=0.0013675925902359911 0.0018466579532125803 0.0012344302693118427 0.0011363915101668077 0.0018294731377083177 0.0010439905865077372 0.0015399923538092519 0.0012200728385402763
leaf_count=585 298 589 270 420 542 408 798
internal_value=0 -0.00285199 0.000803463 0.00461038 0.0102585 0.006392 0.0236907
internal_weight=0 0.00783195 0.00646436 0.00532797 0.00409354 0.00338665 0.00226406
internal_count=3910 3204 2619 2349 1760 706 1340
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=9
num_cat=0
split_feature=3 1 43 52 13 52 16 47
split_gain=1.88731e-05 3.2798e-05 3.98744e-05 5.15495e-05 3.24416e-05 6.7262e-05 4.21505e-05 3.78552e-05
threshold=-0.15464999999999998 0.088010000000000019 0.0016850000000000001 -0.081429999999999989 -0.0024749999999999993 -0.074484999999999982 -0.057604999999999996 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -3
right_child=1 4 -4 -5 5 6 -8 -9
leaf_value=0.013009089976202957 0.0010943645240133006 0.025649539340845739 0.0049684702047663913 -0.027487034836092807 -0.021927885747202541 -0.0036454678200778796 0.022210281549398931 -8.4411704507818093e-05
leaf_weight=0.0010064938484581594 0.0010727305487290056 0.0011361830758389315 0.0014504265496636994 0.0015326039516695407 0.0012037853869768661 0.0015907396986151443 0.0010445022406010153 0.0011504138977537716
leaf_count=259 443 700 462 1328 153 216 115 234
internal_value=0 -0.00134537 -0.0083206 -0.0157188 0.00327292 -0.0023435 0.00660269 0.0127025
internal_weight=0 0.0101814 0.00405576 0.00260533 0.00612562 0.00383903 0.00263524 0.0022866
internal_count=3910 3651 2233 1771 1418 484 331 934
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=8
num_cat=0
split_feature=0 42 160 43 2 16 16
split_gain=1.86454e-05 4.16633e-05 4.30293e-05 5.50189e-05 4.65465e-05 6.77498e-05 3.99507e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -0.19424999999999998 0.23932500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -2
right_child=6 2 3 4 5 -7 -8
leaf_value=-0.018319925834996812 -0.0039478501388721726 -0.012735931430676431 0.020026616570751006 -0.017232466893942394 -0.012483689202111691 0.019932402930193625 0.021975725226505149
leaf_weight=0.0013537289078323815 0.0013164369701477207 0.0017909087726824995 0.0017095554418402568 0.0012675799716053739 0.0011253598394148621 0.0015096621328495488 0.0010839805540972525
leaf_count=1005 282 925 523 478 169 364 164
internal_value=0 -0.00218955 0.000760056 0.00506679 -0.00148644 0.0060882 0.00775872
internal_weight=0 0.0087568 0.00740307 0.00561216 0.0039026 0.00263502 0.00240042
internal_count=3910 3464 2459 1534 1011 533 446
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=11
num_cat=0
split_feature=484 4 0 12 1 15 15 48 43 2
split_gain=0.00011058 4.86003e-05 8.85699e-05 5.43671e-05 7.62877e-05 6.54557e-05 0.00014109 5.75321e-05 4.87441e-05 9.57432e-07
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 0.12864500000000004 1.0000000180025095e-35 -0.07142999999999998 0.087035000000000015 -0.0031199999999999995 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -7 -5
right_child=1 2 -4 4 -6 8 -8 -9 -10 -11
leaf_value=-0.00061718618561252213 -0.00036389346216166848 -0.00038763832245769427 0.00062879590522201977 8.6573692780493318e-05 0.00054302676681307154 2.7026055784457581e-05 0.00063198302983178561 -0.00037995689424070702 -0.0005559741298427135 0.00017229624243199763
leaf_weight=0.0010519575327865701 0.001009732840391883 0.001078755032849891 0.001042848519691361 0.0010031026466593932 0.0011761113548880864 0.0010587854407222929 0.0014988060508501293 0.0014841553435922757 0.0011505099830383127 0.0010006232695727339
leaf_count=627 151 423 152 151 136 774 481 264 471 280
internal_value=0 4.69694e-05 8.65037e-05 2.66648e-05 8.00483e-05 4.37909e-06 0.000128853 -8.73508e-05 -0.000276576 0.000129382
internal_weight=0 0.0115034 0.0104937 0.00945085 0.00837209 0.00719598 0.00498669 0.00348788 0.0022093 0.00200373
internal_count=3910 3283 3132 2980 2557 2421 1176 695 1245 431
is_linear=0
shrinkage=0.00196078


Tree=4766
num_leaves=10
num_cat=0
split_feature=484 3 160 133 49 2 4 15 12
split_gain=0.000120943 3.78396e-05 4.5683e-05 8.96607e-05 6.46584e-05 8.0285e-05 6.06787e-05 6.00593e-05 2.99948e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.082109999999999975 -0.0023199999999999996 -0.0019649999999999997 0.105395 0.074650000000000008 -0.03231499999999999 0.082275000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 8 -5 -6
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.00063621171808616087 0.0002998257909744483 -0.00036459951109393487 -0.00048505672482053214 0.00013132297818041131 0.00047802798310686649 -9.1162411348147865e-05 0.00083623786347263777 -0.00049846998137557973 2.3370976505210353e-05
leaf_weight=0.0010657280474047825 0.0019941749718478423 0.0011448287110384448 0.0010416308424319141 0.0013767968424868151 0.0011507161207144497 0.0016680494411498888 0.0010126877217277314 0.0010086658321494784 0.001082852697170214
leaf_count=627 362 574 802 240 130 309 111 167 588
internal_value=0 5.43041e-05 2.69102e-06 5.31004e-05 0.000129892 0.000258463 0.000438114 -0.000134978 0.000257606
internal_weight=0 0.0114804 0.00948623 0.0083414 0.00729977 0.00491431 0.00324626 0.00238546 0.00223357
internal_count=3910 3283 2921 2347 1545 1138 829 407 718
is_linear=0
shrinkage=0.00196078


Tree=4767
num_leaves=9
num_cat=0
split_feature=11 3 3 49 49 16 52 15
split_gain=1.71154e-05 3.21939e-05 3.61613e-05 3.71434e-05 4.04219e-05 5.16343e-05 6.97605e-05 3.14061e-05
threshold=0.078340000000000007 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.013024999999999998 -0.076599999999999988 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 -4
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.015111293216742467 -0.012534051708027863 -0.016046491851585489 0.0029366793487374462 0.025805025426110711 -0.0082386921262392211 0.021838748550662652 -0.013050409981722973 -0.021484739353186511
leaf_weight=0.0014251020283989673 0.0010004940192700042 0.0013654950350925057 0.0010294397345248995 0.0015210118655638307 0.0014254923210192515 0.0010140986631829141 0.0013178601332363197 0.0010780414057738458
leaf_count=262 263 1646 190 554 449 148 215 183
internal_value=0 0.00117319 -0.00109652 0.00166739 0.0061483 0.0114711 0.00212183 -0.00955563
internal_weight=0 0.0101765 0.00875144 0.00738594 0.00527846 0.00385297 0.00233196 0.00210748
internal_count=3910 3647 3385 1739 1366 917 363 373
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=11
num_cat=0
split_feature=484 4 0 1 3 15 42 48 15 48
split_gain=0.0001608 4.68835e-05 0.000121124 6.48659e-05 6.82726e-05 0.000107528 0.000138408 8.98197e-05 5.2517e-05 1.23732e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.11265500000000002 0.035895000000000003 0.083970000000000017 0.085090000000000013 0.083935000000000023 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 -5 -3 -6
right_child=1 2 -4 4 9 -7 -8 -9 -10 -11
leaf_value=-0.0007619562061950331 -0.00034766765981167954 -0.00055343459223452488 0.00071126998153542569 0.00084645134119862048 -0.00034807288085364084 -0.00031855817871089106 -0.00013204146381267845 0.00012520235784084952 4.0730557429091924e-05 -4.213370982250697e-05
leaf_weight=0.0010039626096613628 0.0010177764392878636 0.0011803970608957846 0.0010941700439082739 0.0019720390668266389 0.0010264263061063785 0.001123888432580239 0.0014689528692139932 0.0010006942934384193 0.001109530289109136 0.0010067339496067154
leaf_count=612 152 789 152 284 138 422 377 128 751 105
internal_value=0 5.49281e-05 9.22366e-05 2.37412e-05 0.00011092 0.000223254 0.00036035 0.000603661 -0.000265546 -0.000196585
internal_weight=0 0.0120006 0.0109828 0.00988866 0.00759873 0.00556557 0.00444169 0.00297273 0.00228993 0.00203316
internal_count=3910 3298 3146 2994 1454 1211 789 412 1540 243
is_linear=0
shrinkage=0.00196078


Tree=4769
num_leaves=9
num_cat=0
split_feature=52 51 1 42 160 43 150 4
split_gain=1.6775e-05 3.79676e-05 3.76257e-05 5.33271e-05 5.94651e-05 6.8285e-05 3.73035e-05 4.07854e-05
threshold=-0.27466499999999994 -0.09021499999999999 0.11561500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 0.083205000000000015 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.012406543800729137 0.019567221232932325 -0.024541627327579616 0.012819316398371666 -0.018590788711712325 0.024350598527962813 0.0052320190477850356 0.013230721268730232 -0.019801035854067138
leaf_weight=0.0010008844285892627 0.001009545317551896 0.0010698402242321353 0.0016479768721429479 0.0014097236255128922 0.0013034676892531324 0.0011705535463288239 0.0011007781017336941 0.0014659128673133396
leaf_count=425 319 865 435 727 329 318 114 378
internal_value=0 0.00116121 -0.00086554 -0.00386441 -0.000434979 0.00464261 -0.00223109 -0.00868672
internal_weight=0 0.0101778 0.00916825 0.00752028 0.00645044 0.00504071 0.00373724 0.00263647
internal_count=3910 3485 3166 2731 1866 1139 810 696
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=9
num_cat=0
split_feature=50 484 160 1 3 2 2 12
split_gain=1.69413e-05 3.82107e-05 4.16898e-05 5.17766e-05 5.16357e-05 4.68958e-05 0.000156043 3.98162e-05
threshold=0.088425000000000017 0.085515000000000022 0.090735000000000024 0.12730000000000002 -0.08348499999999999 0.10393500000000001 0.089910000000000004 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.024045325785083782 -0.011612629429644888 0.017986900622889896 -0.019770709518868796 0.022663888105142947 -0.022511074539561214 -0.021515122053833047 0.026070044490375893 -0.0015830118870449165
leaf_weight=0.0011017685411761589 0.0011375569337279652 0.0012024461977240388 0.0010447892363086896 0.0010066884612735917 0.0014289998441994985 0.0016448138268439264 0.0012304733347740235 0.0013477476035189959
leaf_count=547 689 388 304 219 618 384 372 389
internal_value=0 0.00126584 -0.00101758 0.00150714 -0.00164638 -0.00824253 -3.37764e-05 0.00994437
internal_weight=0 0.0100077 0.00880528 0.00776049 0.0067538 0.00430429 0.00265947 0.00244952
internal_count=3910 3221 2833 2529 2310 1374 990 936
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=10
num_cat=0
split_feature=42 0 52 13 49 15 15 15 4
split_gain=1.63623e-05 3.78652e-05 7.11714e-05 6.02236e-05 5.16303e-05 6.57547e-05 5.35909e-05 4.98676e-05 7.63242e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.092854999999999979 -0.017604999999999999 -0.0019649999999999997 -0.11739999999999999 -0.088379999999999986 0.084050000000000014 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -4 8 -7
right_child=-2 3 4 -5 5 7 -8 -9 -10
leaf_value=-0.025570066548010237 -0.0098755375258535085 -0.0038841853370385469 0.0051751234175078827 0.030249769119508475 -0.01057889708166475 0.044275570545520213 -0.027357840409781339 -0.0014346175651321002 0.0058185935641775063
leaf_weight=0.0010815779383609083 0.0014686749583835814 0.0010180121983362556 0.0010120609161576994 0.0010500221672288337 0.0013195951337458987 0.0010361139356515139 0.0010133062532757706 0.0010756233749550535 0.0010282117802204074
leaf_count=463 843 74 181 290 288 323 329 833 286
internal_value=0 0.00145547 -0.00182199 0.013447 0.00213881 0.00815202 -0.0111014 0.0160239 0.0251207
internal_weight=0 0.00963452 0.00756649 0.00206803 0.00648491 0.00445954 0.00202537 0.00313995 0.00206433
internal_count=3910 3067 2703 364 2240 1730 510 1442 609
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 4 2 151 1 42
split_gain=9.71719e-05 4.65135e-05 8.00212e-05 7.6501e-05 8.10093e-05 9.64516e-05 8.98012e-05 0.000160039 7.17576e-05 5.64407e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 -0.0088999999999999982 0.11561500000000001 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -5 8 -8 -7 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00057568185455817648 -0.00035795177612419222 -0.0005916050805965721 0.00057966489279151717 0.00068368679140463505 -0.00028961814087522702 -0.00055544320829000252 -0.00025182322363380888 0.00074147865165329887 0.00016640568733770626 3.308444575900364e-05
leaf_weight=0.0010914104589635184 0.0010526968489144159 0.0011948969774604149 0.0010821495979586792 0.0013171544609234323 0.0015370324832592961 0.0011226306677396703 0.0010649576155066951 0.0015048242401668873 0.0010020598167375929 0.0010400783351348154
leaf_count=627 151 799 152 308 472 182 109 240 139 731
internal_value=0 3.55873e-05 7.3714e-05 1.77518e-05 0.000112096 0.000214805 8.32479e-05 0.000329839 -0.000215 -0.000300897
internal_weight=0 0.0119185 0.0108658 0.00978363 0.00754866 0.00601163 0.00469447 0.00256978 0.00212469 0.00223498
internal_count=3910 3283 3132 2980 1450 978 670 349 321 1530
is_linear=0
shrinkage=0.00196078


Tree=4773
num_leaves=10
num_cat=0
split_feature=484 124 13 15 12 42 48 0 0
split_gain=0.000179105 4.16325e-05 0.000109575 7.30427e-05 0.000205156 0.000120213 8.79785e-05 0.000101204 4.74569e-05
threshold=-0.0043499999999999988 -0.018779999999999995 -0.26418499999999995 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 0.086215000000000014 -0.10575999999999998 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 -7
right_child=1 2 3 4 -6 8 -8 -9 -10
leaf_value=-0.00079347506105877433 -0.00027318390850070379 0.00066422239019461209 0.0008260927345022025 -0.00091698362389046285 0.00018288876337118313 -0.00055051385481997325 -7.5052783068799703e-05 0.00013131418601452144 4.3527935263030811e-05
leaf_weight=0.0010148416911055615 0.0012585839160179661 0.0011924434527435896 0.0017045700858697784 0.0010509743939393626 0.00171761545351958 0.0010272331404651449 0.0015149763484045928 0.0015291675844788719 0.0010410250135555617
leaf_count=612 306 157 165 382 924 426 209 487 242
internal_value=0 6.42763e-05 0.000103683 3.39516e-05 -0.00023463 0.000143031 0.000314871 0.000497546 -0.000251512
internal_weight=0 0.0120366 0.010778 0.00958556 0.00276859 0.00681697 0.00474871 0.00323374 0.00206826
internal_count=3910 3298 2992 2835 1306 1529 861 652 668
is_linear=0
shrinkage=0.00196078


Tree=4774
num_leaves=9
num_cat=0
split_feature=1 1 15 0 42 3 48 16
split_gain=1.8092e-05 4.43466e-05 5.17609e-05 5.23337e-05 3.21692e-05 4.06563e-05 5.23352e-05 7.58786e-05
threshold=0.10398500000000001 0.11097000000000001 -0.038029999999999987 -0.14070999999999997 0.088465000000000002 -0.115685 0.086215000000000014 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.017586768495295148 0.022734684165509028 -0.02619093876989383 0.017477308317613419 0.0044282508181583751 -0.019269956767123203 0.014590759525278245 -0.023487373368214243 -0.01482229686298093
leaf_weight=0.0010371541673527525 0.0010623746877237916 0.0010121782225098737 0.0010608495549314992 0.001244577839465359 0.0010627207175917391 0.0019805144497615397 0.0010894123844500327 0.0015742366734026766
leaf_count=220 213 109 142 423 901 1002 287 613
internal_value=0 0.00495321 -0.000740836 -0.00930477 -0.00330105 -0.000313983 -0.00431165 0.00156506
internal_weight=0 0.00437998 0.00331761 0.00225676 0.00674404 0.00568132 0.00464416 0.00355475
internal_count=3910 887 674 532 3023 2122 1902 1615
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=11
num_cat=0
split_feature=484 4 0 0 48 0 13 4 0 3
split_gain=0.000175449 4.31297e-05 8.16548e-05 0.000104701 8.45015e-05 7.16754e-05 5.88498e-05 5.39271e-05 9.89474e-05 9.28893e-05
threshold=-0.0043499999999999988 0.27608500000000008 -0.23029999999999998 -0.15007499999999999 0.092600000000000016 -0.10575999999999998 -0.09547499999999999 -0.083329999999999987 -0.06402999999999999 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 9 -9 -8
right_child=1 -3 3 4 -6 6 7 8 -10 -11
leaf_value=-0.00079493308279721532 0.00053858585690181541 0.00034737976957571726 -0.00061189530328933667 0.00034925860345069466 0.00056280532638277269 0.00022319226108174437 -0.00042319152259366426 -0.00076317117479414703 9.53903681444411e-06 0.0004191455405602076
leaf_weight=0.0010064011902945142 0.0010154123745019809 0.0016920578885148965 0.0011115335763666164 0.0014357234617197569 0.0010021455931644042 0.0013380050359670295 0.0010090001513491549 0.0014799250200104638 0.0011187955398080439 0.0010043344486748442
leaf_count=612 58 420 123 210 265 121 319 1310 208 264
internal_value=0 5.68376e-05 1.00835e-05 -4.64089e-05 2.8527e-05 -4.3967e-05 -0.000138851 -0.000243883 -0.000430506 -2.99901e-06
internal_weight=0 0.0122069 0.0105149 0.00949946 0.00838793 0.00738578 0.00595006 0.00461206 0.00259872 0.00201333
internal_count=3910 3298 2878 2820 2697 2432 2222 2101 1518 583
is_linear=0
shrinkage=0.00196078


Tree=4776
num_leaves=12
num_cat=0
split_feature=484 474 48 0 13 43 49 52 52 2 16
split_gain=0.00018868 5.8878e-05 7.49016e-05 9.20055e-05 8.17397e-05 7.76152e-05 7.43606e-05 7.85174e-05 8.75497e-05 0.000149859 5.37972e-05
threshold=-0.0043499999999999988 0.085070000000000021 0.093225000000000016 -0.15007499999999999 -0.094679999999999986 0.070805000000000021 -0.081629999999999994 0.091210000000000013 -0.096614999999999993 0.09116500000000001 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 8 -8 10 -10
right_child=1 -3 3 -5 6 -7 7 -9 9 -11 -12
leaf_value=-0.00081563269130486042 -0.00012834894021358049 0.00051205694189510574 -5.9506973940698126e-05 0.00073522600236933537 0.00030967255595274932 0.0006057883531989884 8.5187158991811656e-05 0.00017452924495731367 4.8190714865998331e-05 -0.0011285010891426256 -0.00054661994497872345
leaf_weight=0.0010331438398700271 0.0010315303163318393 0.0010023037529049506 0.0011193633191092477 0.0011208594782535211 0.0010720701708295793 0.001195182394697741 0.0011993311048577051 0.0012992665505331385 0.0011669907210833097 0.0010958521501491709 0.0011714349581488962
leaf_count=612 207 298 75 263 155 107 380 574 444 276 519
internal_value=0 5.63163e-05 1.6498e-05 0.000338125 -6.15504e-05 0.000265697 -0.000165575 -0.000251452 -0.000370898 -0.000530173 -0.00024978
internal_weight=0 0.0124742 0.0114719 0.00224022 0.00923166 0.00222671 0.00700495 0.00593288 0.00463361 0.00343428 0.00233843
internal_count=3910 3298 3000 338 2662 314 2348 2193 1619 1239 963
is_linear=0
shrinkage=0.00196078


Tree=4777
num_leaves=10
num_cat=0
split_feature=150 151 151 4 0 4 4 2 4
split_gain=1.79607e-05 4.82715e-05 4.31601e-05 4.08204e-05 5.75304e-05 6.06168e-05 4.18844e-05 4.55895e-05 5.37796e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 -0.056409999999999995 0.27608500000000008 -0.11756999999999999 0.070230000000000015 -0.054534999999999993 0.106285 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 8 -6
right_child=2 3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.021360048464951875 0.023019692013139206 -0.021566108149013219 -0.0056220830025984761 0.018680032054807581 -0.0216655247545069 0.022828769994434589 -0.020301945799138219 0.020324370495007113 0.0084997921694306127
leaf_weight=0.0011270231433339268 0.0010207324077529489 0.0012438346131929852 0.0010857414720012583 0.0010952724117846485 0.0010767853152848954 0.0011363282470362888 0.0010690783182451848 0.0010001343764826399 0.0013101006296925273
leaf_count=360 318 258 195 312 158 171 810 178 1150
internal_value=0 -0.00199458 0.00825684 0.000757133 -0.00211439 0.00221195 -0.00304545 0.00240139 -0.00510855
internal_weight=0 0.00905856 0.00210647 0.00793153 0.00683626 0.00559243 0.0044561 0.00338702 0.00238689
internal_count=3910 3397 513 3037 2725 2467 2296 1486 1308
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=9
num_cat=0
split_feature=11 49 2 52 133 12 0 3
split_gain=1.93899e-05 2.4927e-05 3.65827e-05 0.00013114 8.38038e-05 7.76782e-05 0.000131926 4.67219e-05
threshold=0.077330000000000024 0.093425000000000022 0.10946500000000002 0.086950000000000013 0.065880000000000008 0.092150000000000024 -0.12329499999999999 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=0.011480477356774094 -0.012764047298381532 0.015184400380605681 0.026658572566457157 -0.031907172259616028 0.0273925912127524 0.019120834566686166 -0.029721505562711442 -0.0028533443942650536
leaf_weight=0.0013929071947575212 0.0010835043145373214 0.0011479753628785378 0.0010022767153096816 0.0013550503806811489 0.0011090081619819043 0.0011232790036966611 0.0017579083758108474 0.0011542111316786134
leaf_count=161 279 521 329 798 651 245 769 157
internal_value=0 0.00131655 -0.000473288 -0.00410137 0.00289799 -0.00345767 -0.011507 0.010863
internal_weight=0 0.0100426 0.00889464 0.00673815 0.0053831 0.00427409 0.00315082 0.00215649
internal_count=3910 3631 3110 2624 1826 1175 930 486
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=10
num_cat=0
split_feature=484 48 4 151 48 43 2 13 16
split_gain=0.000180575 4.00476e-05 8.85098e-05 6.28297e-05 5.5779e-05 7.25383e-05 0.000148712 7.57407e-05 6.47583e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.08341999999999998 0.091555000000000011 0.0016850000000000001 0.084235000000000018 -0.003375 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.00080078859709448657 0.00048361399335718555 -0.00030776231006359193 0.00059070290221805712 0.00048118823498367988 0.00039353544497955519 0.00024627306963540793 -0.00084340176435978946 -0.00016393200535166441 -0.00024641128772955176
leaf_weight=0.0010097245744759191 0.0010664879319515789 0.0010272942577220475 0.0012391621830389063 0.0012695757714569801 0.0010931837428557164 0.0019477067425464215 0.0012505988601950193 0.0015587637750672225 0.0015826675282169483
leaf_count=612 277 137 368 466 193 502 739 169 447
internal_value=0 6.24893e-05 9.70416e-05 3.44224e-05 -2.06259e-05 -8.01259e-05 -0.000192414 0.000125647 -0.000509922
internal_weight=0 0.0120354 0.0110081 0.00976898 0.0087025 0.00760931 0.00566161 0.00282834 0.00283327
internal_count=3910 3298 3161 2793 2516 2323 1821 635 1186
is_linear=0
shrinkage=0.00196078


Tree=4780
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 1 15
split_gain=1.89837e-05 3.40129e-05 4.75782e-05 5.54401e-05 6.48827e-05 5.59039e-05 5.85917e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.092450000000000018 0.076710000000000014 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.020566450892162358 -0.012295533320439011 0.016481765023441754 -0.013679440002966238 0.017141317315161806 -0.020668575171038706 -0.0044109427875067978 0.023903232587673601
leaf_weight=0.0010784724192600022 0.0011370622714023419 0.0012917263173425246 0.0013219729726452641 0.0018123149569341836 0.0015167012491050869 0.0013368626651483742 0.0016122563002126111
leaf_count=270 689 396 1070 134 781 199 371
internal_value=0 0.00134243 -0.000910918 0.00187825 -0.00290104 0.00340837 0.0110682
internal_weight=0 0.00997031 0.00867858 0.00760011 0.00578779 0.00427109 0.00294912
internal_count=3910 3221 2825 2555 2421 1640 570
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 52 2 4
split_gain=1.78297e-05 2.67662e-05 6.5461e-05 8.65008e-05 4.32803e-05 4.6999e-05 3.99663e-05 3.87878e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.0033900000000000002 0.099990000000000009 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 7 -1 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0032633330674934377 -0.012279920683997813 -0.026485285711475522 0.020218937385212216 -0.031297419238783493 0.016065687337899575 0.011715726966689329 0.02304052443420453 -0.0030343810520423167
leaf_weight=0.0010894233946678389 0.0010759210006930616 0.0011287539757320122 0.0011685304939452953 0.0010825002412199539 0.0012406921369359789 0.0011800213783071571 0.00122960044334645 0.001880062694342456
leaf_count=297 279 800 366 328 428 951 209 252
internal_value=0 0.00126802 -0.00157486 -0.00548558 -0.000339407 -0.00519843 0.0106836 -0.011832
internal_weight=0 0.00999958 0.00768056 0.00651203 0.00542953 0.00418884 0.00231902 0.00300882
internal_count=3910 3631 3125 2759 2431 2003 506 1052
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=10
num_cat=0
split_feature=484 133 52 52 51 42 43 16 2
split_gain=0.000107615 4.45277e-05 6.41734e-05 7.95694e-05 7.02657e-05 5.60628e-05 7.30216e-05 6.02807e-05 5.21841e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 -0.066709999999999978 -1.0000000180025095e-35 -0.019509999999999996 -0.19424999999999998 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 -9
right_child=1 -3 3 4 5 6 7 8 -10
leaf_value=-0.00060296656162920747 -0.00038766285416234111 -0.00033785552079802842 0.00062277041905049529 -0.00042012582260756684 -0.00028085505521794116 0.0005445868553076781 -0.00020031981047453272 -7.9457225557167665e-05 0.00046743427071283282
leaf_weight=0.001084397283716349 0.0010157175206995097 0.001073847649025233 0.001116217794709465 0.001007850717521709 0.0010853447728901783 0.0017350798871109087 0.0018604707471386499 0.0010989727694960883 0.0017217357230978356
leaf_count=627 334 516 257 261 626 494 259 320 216
internal_value=0 4.26818e-05 8.10827e-05 0.000130546 6.59785e-05 0.000131287 0.000201003 7.3654e-05 0.000254361
internal_weight=0 0.0117152 0.0106414 0.00962567 0.00850945 0.0075016 0.00641626 0.00468118 0.00282071
internal_count=3910 3283 2767 2433 2176 1915 1289 795 536
is_linear=0
shrinkage=0.00196078


Tree=4783
num_leaves=12
num_cat=0
split_feature=484 42 156 133 457 133 160 12 160 4 4
split_gain=0.000219127 0.0001065 0.00010942 0.000107737 8.66895e-05 9.72815e-05 7.88642e-05 0.000123449 0.000118445 0.000109902 7.01401e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.088820000000000024 -0.090054999999999982 -1.0000000180025095e-35 0.10064500000000001 -0.080734999999999987 0.092365000000000017 0.088095000000000021 -0.083329999999999987 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 -8 -11
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12
leaf_value=-0.00084919327505230866 -0.00054671722871856194 -0.00042138686361245053 -0.00050052096403310883 -0.00030741392812439958 -0.00012976921545570917 -0.00025589229267411733 0.0012240478802604544 2.2539880653276816e-05 1.6989112427597318e-05 0.00021930236880369914 0.00084413687203026017
leaf_weight=0.0010848894583494776 0.0010044340765084725 0.0010636184028155965 0.0010116351608213661 0.0010224629054184113 0.0010632297884115632 0.0010893097914330243 0.0013030065962669063 0.0019452812245261781 0.0010538671761292917 0.0013747198623174457 0.0013881860068297577
leaf_count=612 215 441 353 172 381 455 235 299 121 399 227
internal_value=0 6.72138e-05 0.000117286 0.000172577 0.000234271 0.000294358 0.000368099 0.000443024 0.000602789 0.000754625 0.000533242
internal_weight=0 0.0133198 0.0123153 0.0113037 0.0102401 0.0092176 0.00812829 0.00706506 0.00511978 0.00406591 0.00276291
internal_count=3910 3298 3083 2730 2289 2117 1662 1281 982 861 626
is_linear=0
shrinkage=0.00196078


Tree=4784
num_leaves=10
num_cat=0
split_feature=484 42 156 4 47 0 0 1 43
split_gain=0.000187732 4.72324e-05 6.59091e-05 6.00335e-05 0.000124679 8.427e-05 0.000108053 0.000118269 8.65195e-05
threshold=-0.0043499999999999988 -0.097204999999999986 0.084090000000000012 -0.39075499999999991 0.09252500000000001 -0.23029999999999998 -0.15007499999999999 0.095575000000000007 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 -8
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00081761460559015662 -0.00032548311086420112 0.00052472490477297286 -0.00030519139819585526 0.00068426080567376784 -0.0003858513779220373 -0.00045357305619700379 0.00040455567224601788 0.00075570342003839983 -0.00024676556846190187
leaf_weight=0.0010092863311526703 0.0010998852331822644 0.0014498389483053953 0.0013533868104875406 0.0011950990387059619 0.0016748336504439241 0.0010571097598588101 0.0014133369312791214 0.0012477225227499984 0.0017612817216645835
leaf_count=612 257 111 469 72 258 133 543 476 979
internal_value=0 6.21779e-05 0.00010041 0.000156428 9.24744e-05 0.0002125 0.000109606 0.000244228 4.3202e-05
internal_weight=0 0.0122525 0.0111526 0.00979922 0.00834938 0.00667455 0.00547945 0.00442234 0.00317462
internal_count=3910 3298 3041 2572 2461 2203 2131 1998 1522
is_linear=0
shrinkage=0.00196078


Tree=4785
num_leaves=9
num_cat=0
split_feature=47 52 4 52 16 15 15 49
split_gain=1.98852e-05 4.73969e-05 5.17423e-05 5.71584e-05 6.7791e-05 6.2734e-05 4.08111e-05 2.79847e-05
threshold=0.11669500000000001 0.11401500000000002 0.25367000000000006 0.091210000000000013 0.10994000000000002 -0.0063699999999999989 0.079360000000000014 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0014462863722528633 -0.012292240870456096 -0.017378564751071548 0.020648703902093203 0.022098573079707882 -0.022525021848301796 0.027263864012002367 0.0022298758671869135 -0.021499995768884297
leaf_weight=0.0010297544001327201 0.0011868305088435843 0.0011844426321273279 0.001529220644086276 0.0010408900956588238 0.0014073961329373651 0.0011110843930089427 0.0015733379458979175 0.0010984298695561479
leaf_count=246 179 606 397 255 531 184 913 599
internal_value=0 0.00140026 0.00393065 0.000409652 -0.00321989 0.00242569 0.0125915 -0.0103971
internal_weight=0 0.00997456 0.00879011 0.00726089 0.00622 0.00481261 0.00268442 0.00212818
internal_count=3910 3731 3125 2728 2473 1942 1097 845
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 150 15
split_gain=1.7117e-05 3.63044e-05 5.75973e-05 9.91566e-05 6.49246e-05 6.32435e-05 5.02589e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.10946500000000002 -0.08422499999999998 0.09252500000000001 0.083935000000000023 0.084050000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.011958819958017147 -0.024838812377827493 0.018348030450233532 0.014565208486794707 0.029578031074302898 -0.017069613674422831 -0.011346466827162498 0.0023740085093359709
leaf_weight=0.0010887979317393123 0.0018615128695026904 0.0011042015159192448 0.0019021573985913871 0.0014523575248216263 0.0013190173902991069 0.001122084818552885 0.0012755813074853922
leaf_count=196 659 701 440 532 240 290 852
internal_value=0 0.00124209 -0.000872428 -0.00504917 0.00207762 0.00863746 0.0168575
internal_weight=0 0.0100369 0.00893271 0.00703055 0.00516904 0.00385002 0.00272794
internal_count=3910 3714 3013 2573 1914 1674 1384
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=10
num_cat=0
split_feature=484 474 49 160 13 1 52 1 3
split_gain=0.000229967 6.79682e-05 6.32791e-05 7.76223e-05 9.42849e-05 0.000104759 7.28758e-05 0.00012934 4.57889e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.073145000000000016 -0.080734999999999987 -0.083514999999999992 0.08844500000000001 -0.081429999999999989 0.095825000000000007 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 8 -8
right_child=1 -3 -4 4 6 -7 7 -9 -10
leaf_value=-0.00089044605368547613 -0.00054969522562985746 0.00053444625782515538 0.00036208422184760022 1.3813921732116478e-05 0.00020291722747712163 0.00079141582761590307 -0.00022604403591873945 -0.00073196412862955155 0.00029823446189524718
leaf_weight=0.0010555130684569017 0.0010387457134790586 0.0010725953699191578 0.0017479973417863512 0.0017321889731543346 0.0018275007148275966 0.0010822646279206396 0.0015341417199007743 0.0014777357409103617 0.0010994633588237437
leaf_count=612 428 318 554 312 362 221 789 246 68
internal_value=0 6.23121e-05 1.84293e-05 -4.29173e-05 1.72216e-05 0.000312831 -0.00012287 -0.000267683 -7.17105e-06
internal_weight=0 0.0126126 0.01154 0.00979204 0.0087533 0.00281445 0.00593884 0.00411134 0.00263361
internal_count=3910 3298 2980 2426 1998 533 1465 1103 857
is_linear=0
shrinkage=0.00196078


Tree=4788
num_leaves=9
num_cat=0
split_feature=0 47 4 49 16 52 150 12
split_gain=2.03318e-05 4.61e-05 4.36147e-05 4.97814e-05 7.08514e-05 9.65604e-05 3.84533e-05 3.51377e-05
threshold=-0.017269999999999997 0.11603500000000001 -0.06272999999999998 1.0000000180025095e-35 -0.11180499999999999 -0.048794999999999991 0.085285000000000014 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -2
right_child=7 -3 3 -5 5 -7 -8 -9
leaf_value=-0.013891069140395796 0.018749052952849302 -0.021859441814381708 0.025773982534191754 -0.013491152799422224 0.024856984093679285 -0.025329878678635943 -0.0020338525836915938 -0.0058280718038307873
leaf_weight=0.0016704236983346816 0.0013498118195424064 0.0010573214460273921 0.0016493340752667006 0.0012399206639932886 0.0011319837993678792 0.0010079023443171605 0.0010029071873403797 0.0010222767338884213
leaf_count=1267 297 168 404 714 322 453 136 149
internal_value=0 -0.00227934 0.000408424 0.00436831 0.00898929 0.000180697 0.0122245 0.00815728
internal_weight=0 0.00875979 0.00770247 0.00603205 0.00479213 0.00314279 0.00213489 0.00237209
internal_count=3910 3464 3296 2029 1315 911 458 446
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=11
num_cat=0
split_feature=484 15 12 124 42 13 15 2 2 2
split_gain=0.000244156 8.44225e-05 0.000160248 0.000120704 0.000166329 8.01062e-05 7.90996e-05 0.000100276 6.03888e-05 4.92114e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.10241499999999999 -0.038029999999999987 0.11203000000000002 0.086650000000000019 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 9 -6 -7
right_child=1 2 -4 4 8 6 -8 -9 -10 -11
leaf_value=-0.00092705234995586088 -0.0004232479529621105 -0.00073084084068526832 0.0001638005191409187 0.00083571814853310731 -0.00057640696779329397 8.0746537255714217e-05 0.00066872465295955425 -0.000356972431561259 8.4046147906860494e-05 0.00067954357138727897
leaf_weight=0.0010314609619285981 0.0011937649184600033 0.0013262045822145675 0.0018345896732776526 0.0013307101141340266 0.001002073954260411 0.0010920137157461754 0.0014636138127970262 0.0011136843311414231 0.0011353112584444353 0.0010210643851622538
leaf_count=612 280 421 932 159 243 186 304 145 429 199
internal_value=0 6.5464e-05 -0.000211573 0.000159095 0.000244304 0.000411111 0.000290645 0.000119153 -0.000225595 0.000370092
internal_weight=0 0.012513 0.00316079 0.00935224 0.00815847 0.00602109 0.00469038 0.00322676 0.00213739 0.00211308
internal_count=3910 3298 1353 1945 1665 993 834 530 672 385
is_linear=0
shrinkage=0.00196078


Tree=4790
num_leaves=11
num_cat=0
split_feature=484 15 12 124 42 151 1 16 16 0
split_gain=0.000148128 5.94302e-05 0.000141564 9.19188e-05 0.000144577 8.92587e-05 9.3716e-05 0.000113949 0.000103003 6.43468e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.044604999999999992 0.095575000000000007 -0.055679999999999993 -0.0060199999999999993 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 8 -8 -7 -6
right_child=1 2 -4 4 9 6 7 -9 -10 -11
leaf_value=-0.00072248530296521144 -0.00038129024216576943 -0.00067577257515448453 0.00017087759243542008 -0.00011507822064911824 -0.00055198074171039654 -0.00025989547897331392 0.0011360741384033271 0.0002756215784543906 0.00057817268765917999 0.000126780654114348
leaf_weight=0.0010236749098409834 0.0011649699210387167 0.0012954311235935023 0.001834571054874003 0.0011767764206913308 0.0011200511931229796 0.00101785318924682 0.0013507498586430989 0.0010530175695130308 0.0012640345939316264 0.001031485647882984
leaf_count=612 280 421 932 191 472 236 170 173 223 200
internal_value=0 5.37873e-05 -0.00017953 0.000133348 0.00020816 0.000367707 0.000488956 0.000759136 0.000204346 -0.00022657
internal_weight=0 0.0123089 0.00313 0.00917894 0.00801397 0.00586243 0.00468566 0.00240377 0.00228189 0.00215154
internal_count=3910 3298 1353 1945 1665 993 802 343 459 672
is_linear=0
shrinkage=0.00196078


Tree=4791
num_leaves=11
num_cat=0
split_feature=484 16 15 40 13 2 15 2 49 16
split_gain=0.000204539 7.1856e-05 8.07238e-05 0.000119622 8.79624e-05 6.0566e-05 5.13439e-05 0.000144825 5.14437e-05 2.02965e-05
threshold=-0.0043499999999999988 -0.079209999999999989 0.024640000000000006 -1.0000000180025095e-35 -0.071149999999999977 0.086775000000000005 -0.14487999999999998 0.096750000000000017 -0.0090499999999999973 -0.14259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 -2 8 -8 -10
right_child=1 2 -4 4 5 -7 7 -9 9 -11
leaf_value=-0.0008387988002540698 0.00027988550884197643 -0.00033956268525107269 -0.00030131139835754244 -1.3069479927938717e-05 0.00080736211547713073 0.00030164988915098062 0.00040559329000066041 -0.00070497799166274917 6.1208103646188272e-05 -0.00033115525882353283
leaf_weight=0.0010631758216330832 0.0010476678732587322 0.001018411621155243 0.0011086163232420882 0.0014429864205986942 0.0018535055587203379 0.001789625958015476 0.0010068226905926266 0.0014792562073986512 0.0010053550389809822 0.001022298756482194
leaf_count=612 322 190 581 425 170 410 103 280 123 694
internal_value=0 5.63088e-05 0.000185436 0.000273832 0.000396654 0.00055894 -0.00011117 -0.000201936 4.32881e-05 -0.000136613
internal_weight=0 0.0127745 0.00721315 0.00610453 0.00508612 0.00364313 0.0055614 0.00451373 0.00303448 0.00202765
internal_count=3910 3298 1776 1195 1005 580 1522 1200 920 817
is_linear=0
shrinkage=0.00196078


Tree=4792
num_leaves=12
num_cat=0
split_feature=484 15 42 124 42 151 4 1 2 2 0
split_gain=0.000115168 6.14992e-05 0.000155128 9.41996e-05 0.00012694 0.000118919 8.61514e-05 8.39793e-05 0.000108423 4.62292e-05 4.04181e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.044604999999999992 -0.083329999999999987 0.11235500000000002 0.087995000000000004 0.10796500000000002 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 5 -5 -3 8 -7 -10 -6
right_child=1 2 -4 4 10 7 -8 -9 9 -11 -12
leaf_value=-0.00061244889469333843 -0.00039734595310606115 -9.9975400483548509e-05 0.00043022971026979959 -0.00022773756105784243 -0.00048444857570535308 -0.00018841828884943871 -0.00089643699999551014 0.00094578251209947192 0.00080324656197591153 0.00025649807030892244 6.38722053614553e-05
leaf_weight=0.0010961386802343679 0.0011196359638187704 0.0010562712446604249 0.0010498382101409771 0.0010715589374771101 0.0010160972500590599 0.0010369711350441215 0.0010325838714796199 0.0011914900310749455 0.0013877354926529516 0.0010402612600308538 0.0010519303669743497
leaf_count=627 280 395 618 190 418 179 338 180 283 156 246
internal_value=0 5.139e-05 -0.000184655 0.000134488 0.000210868 0.000361205 -0.00049369 0.000496735 0.000342322 0.000568995 -0.000205538
internal_weight=0 0.0120544 0.00313869 0.00891568 0.00779604 0.00572802 0.00208886 0.00465646 0.00346497 0.002428 0.00206803
internal_count=3910 3283 1351 1932 1652 988 733 798 618 439 664
is_linear=0
shrinkage=0.00196078


Tree=4793
num_leaves=10
num_cat=0
split_feature=52 376 457 160 1 3 2 16 42
split_gain=1.71399e-05 4.19403e-05 4.98854e-05 3.95828e-05 4.74321e-05 4.07149e-05 7.48794e-05 5.60456e-05 3.07778e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 1.0000000180025095e-35 0.122185 -0.083884999999999987 0.10679500000000001 -0.057604999999999996 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.01254891765447224 0.016014821195074403 0.020288657274293378 0.01648955502558597 -0.021881361512047268 0.018678959481540157 -0.017174756676150645 -0.031880084335295433 0.014949351079771198 -0.0068562803285797244
leaf_weight=0.001003549291511978 0.0012550738954223107 0.0010294168738670473 0.0013865219825806687 0.0010782505389213704 0.0010149271234084316 0.0010626098988453733 0.0011996362058935136 0.0011108585769363593 0.0011076737384098597
leaf_count=425 631 200 241 406 265 716 254 433 339
internal_value=0 0.00114496 -0.000993469 -0.00408971 -0.00124799 -0.00477395 -0.0118253 -0.000756142 0.00529268
internal_weight=0 0.010245 0.00921555 0.00782903 0.00675078 0.00573585 0.0033731 0.00217347 0.00236275
internal_count=3910 3485 3285 3044 2638 2373 1403 1149 970
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=8
num_cat=0
split_feature=15 42 3 3 4 1 3
split_gain=1.74414e-05 3.20146e-05 5.6715e-05 4.66327e-05 6.19055e-05 0.000114404 3.86559e-05
threshold=0.091600000000000015 0.091955000000000023 -0.100615 -0.078884999999999997 0.074650000000000008 0.095575000000000007 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.019887579932964985 -0.012147884043510197 -0.0143176581065319 -0.019990352152091221 -0.018405779671000273 -0.012527412803042101 0.031032388270996726 0.0060045739614298854
leaf_weight=0.0016677885703616953 0.0010804924396623844 0.0011729090803697566 0.0010556644483186656 0.0010127424392524639 0.001862852544355257 0.0015533053946749018 0.0018049153735987897
leaf_count=414 644 549 1292 271 336 266 138
internal_value=0 0.00121768 0.00325196 -0.000554171 0.00273725 0.00924286 -0.00276917
internal_weight=0 0.0101302 0.00895727 0.00728948 0.00623382 0.00437096 0.00281766
internal_count=3910 3266 2717 2303 1011 675 409
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=9
num_cat=0
split_feature=11 160 133 13 16 484 16 49
split_gain=2.04845e-05 2.97227e-05 8.71674e-05 5.75235e-05 4.54745e-05 4.30395e-05 4.16726e-05 1.50905e-05
threshold=0.078340000000000007 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 -0.079209999999999989 0.042570000000000004 0.032820000000000009 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 7 -1 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=-0.024189207103307849 -0.013690117417253509 -0.023344538268494187 0.022433016786714104 7.2643559152479786e-05 0.025139983627928221 0.0037248258666562686 0.00039906327555147623 -0.016762897590100172
leaf_weight=0.0010098452275477941 0.0010038817373645729 0.0010071259421366753 0.00200241979232961 0.0010257999977368712 0.0011676749826143565 0.0012192711248963793 0.0016327632815137498 0.001106948437927232
leaf_count=687 263 813 412 117 429 476 362 351
internal_value=0 0.00128289 0.00414658 0.00813859 0.00233637 -0.00892093 0.0107151 -0.00866541
internal_weight=0 0.0101718 0.00794273 0.00693561 0.00493319 0.00222912 0.00280044 0.00213275
internal_count=3910 3647 2484 1671 1259 1163 791 468
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=12
num_cat=0
split_feature=484 133 484 16 12 52 16 2 15 3 52
split_gain=0.000152733 6.68931e-05 7.43104e-05 9.90541e-05 9.90947e-05 0.000241209 0.00011022 6.63872e-05 8.73446e-05 6.85674e-05 2.41259e-05
threshold=-0.0043499999999999988 0.10064500000000001 0.088645000000000015 -0.074719999999999995 0.093375000000000014 0.091210000000000013 0.081265000000000018 0.096970000000000015 -0.10312999999999999 -0.078884999999999997 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 10 9 -9 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00072659789884863338 -0.00016679398472313633 -0.00039285777513130309 -0.0003994268709430053 0.00069542268934054755 -0.00021649640502029177 0.0013082123373917565 -0.00025827381985699458 8.9233919804466809e-05 -0.00072377211079501186 0.00042318421971312617 0.00027289722351314232
leaf_weight=0.0010417101536666284 0.0014653323858475115 0.001165057022104639 0.0010394491043411924 0.0010437386803409687 0.001005094651822247 0.0010050197913427294 0.0012152746981200745 0.0010097138688947467 0.0010225762950152456 0.0015675734680279023 0.00103455199056555
leaf_count=612 664 517 299 258 340 130 231 159 188 277 235
internal_value=0 5.46821e-05 0.000100386 0.000150491 0.000337779 0.00046738 0.000210803 -4.56148e-05 -0.000319842 0.000138139 0.000485094
internal_weight=0 0.0125734 0.0114083 0.0103689 0.00530368 0.00429859 0.00329357 0.0050652 0.00203229 0.00303291 0.00207829
internal_count=3910 3298 2781 2482 1194 854 724 1288 347 941 493
is_linear=0
shrinkage=0.00196078


Tree=4797
num_leaves=9
num_cat=0
split_feature=133 160 484 42 151 4 4 16
split_gain=1.96691e-05 9.01612e-05 4.61902e-05 3.34616e-05 4.47532e-05 8.0505e-05 6.96532e-05 7.53964e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 0.085625000000000021 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=0.010824796362917211 -0.034244017552239402 -0.011996677839065205 -0.0045380517194640651 -0.0096483712744374651 0.033338380201095558 0.030967929502788896 -0.017715063995365224 -0.0020517525137926209
leaf_weight=0.0014455395533685177 0.0010946546335202771 0.0011959484595580822 0.0010030806493422453 0.0013936604138740415 0.0010024266620183972 0.001401294578984939 0.0011409067583258905 0.0015069573330784944
leaf_count=797 705 530 336 348 430 252 189 323
internal_value=0 -0.00167575 -0.0200394 0.00336562 0.00621618 0.010593 0.00277132 0.0120856
internal_weight=0 0.00973893 0.00209774 0.00764119 0.00644525 0.00505159 0.00365029 0.00250938
internal_count=3910 3113 1041 2072 1542 1194 942 753
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=9
num_cat=0
split_feature=11 159 49 15 0 133 1 160
split_gain=1.79104e-05 2.43281e-05 4.59254e-05 5.30131e-05 5.75637e-05 5.61087e-05 6.72578e-05 4.3791e-05
threshold=0.077330000000000024 0.090705000000000022 -0.006494999999999999 -0.11739999999999999 -0.10071499999999999 0.08493500000000001 0.088495000000000018 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -6 -1
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.019631764302335489 -0.012287612317125466 -0.0132571225105777 -0.012917166628228305 0.029075881683802408 0.02625499973491844 -0.014833534939560359 -0.0046732506552921438 0.0058623147215399072
leaf_weight=0.0014705596747837313 0.0010805097694380509 0.0010354379954149702 0.0010494513564852995 0.00139922548689519 0.0015904105464693882 0.001011397355346646 0.001260310684616122 0.001243482768842074
leaf_count=433 279 462 328 184 938 731 364 191
internal_value=0 0.00126087 0.00292655 0.00760469 0.0116981 0.00540219 0.0125815 -0.00795124
internal_weight=0 0.0100603 0.00902484 0.0063108 0.00526134 0.00386212 0.00285072 0.00271404
internal_count=3910 3631 3169 2545 2217 2033 1302 624
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=9
num_cat=0
split_feature=1 4 15 3 12 47 52 2
split_gain=2.10503e-05 4.69133e-05 3.35014e-05 4.93011e-05 4.72808e-05 9.67956e-05 8.60667e-05 9.96756e-06
threshold=0.076710000000000014 -0.083329999999999987 0.079360000000000014 -0.10315499999999998 -1.0000000180025095e-35 0.09252500000000001 -0.0066199999999999991 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 6 -6 -1
right_child=2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0035410233950014269 0.024140249928400248 -0.019932515243429226 -0.014048243615962689 0.018420046037796175 -0.0083355863489506556 -0.027624513593506667 0.026360798478503328 0.010462250233174302
leaf_weight=0.0010201032166548907 0.001169449067097701 0.0014874538771983935 0.001008821156414149 0.001264662083766614 0.001720228281148488 0.001198770498544284 0.001223376067058142 0.0010131655124496278
leaf_count=406 286 1554 496 433 258 231 198 48
internal_value=0 -0.00643644 0.0029199 0.00552279 0.00149615 -0.00367069 0.0060844 0.00343672
internal_weight=0 0.00352072 0.00758531 0.00657649 0.00540704 0.00414237 0.0029436 0.00203327
internal_count=3910 2008 1902 1406 1120 687 456 454
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=8
num_cat=0
split_feature=11 43 2 52 13 15 48
split_gain=2.03425e-05 2.60789e-05 7.35421e-05 5.90743e-05 3.63928e-05 7.40645e-05 4.25306e-05
threshold=0.077330000000000024 -0.053009999999999995 0.093815000000000009 -0.088779999999999984 -0.09547499999999999 -1.0000000180025095e-35 0.086215000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=0.016589992987681639 -0.013092296355168002 0.0089110963914277742 0.029294222158726721 -0.015557009413885959 0.012972137498136034 -0.024571677769459292 -0.011270169580658823
leaf_weight=0.0010010028009004308 0.0010780042812240055 0.0019916097946452768 0.0011319044454244894 0.001332666807415878 0.001621968808071332 0.0016050053297070131 0.0013067313662559431
leaf_count=292 279 348 539 871 353 1015 213
internal_value=0 0.00136681 0.00837742 -0.00176789 -0.0023565 -0.00730624 0.00215567
internal_weight=0 0.00999089 0.00346557 0.00233367 0.00652532 0.00453371 0.0029287
internal_count=3910 3631 1702 1163 1929 1581 566
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=9
num_cat=0
split_feature=1 4 151 4 16 16 3 13
split_gain=1.90689e-05 4.21892e-05 3.09236e-05 4.79281e-05 4.77288e-05 4.2735e-05 5.90428e-05 7.42284e-06
threshold=0.076710000000000014 -0.083329999999999987 -0.086769999999999986 0.24280000000000004 -0.094359999999999986 -0.055679999999999993 -0.0095549999999999993 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 -6 -7 -1
right_child=2 -3 3 -5 5 6 -8 -9
leaf_value=-0.0027865047889814995 0.019098114048401626 -0.01898243556890308 -0.023373672753942087 0.014082223986767973 0.015253173023745537 0.010702230608264677 -0.021320587879421826 0.0093190214387713563
leaf_weight=0.0010177248809253964 0.0010080748482074039 0.0014774964376213602 0.0010912015027091083 0.0018156919474773148 0.0012712716384841614 0.0010123258539449401 0.001335137912657291 0.0010084252741007552
leaf_count=271 186 1554 184 424 379 516 213 183
internal_value=0 -0.00613214 0.00279744 0.00027932 -0.00504173 0.000486122 -0.00751099 0.00323848
internal_weight=0 0.00350365 0.0075337 0.00652563 0.00470994 0.00361874 0.00234746 0.00202615
internal_count=3910 2008 1902 1716 1292 1108 729 454
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=11
num_cat=0
split_feature=484 4 0 1 157 3 2 3 15 47
split_gain=0.000234586 4.9017e-05 0.000104511 9.39936e-05 9.43279e-05 7.30723e-05 8.55771e-05 6.74033e-05 6.49129e-05 3.68819e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.055684999999999991 0.11265500000000002 0.087995000000000004 -0.078884999999999997 0.083935000000000023 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 7 -6 -3 -9
right_child=1 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=-0.00089461540913352044 -0.00033920911897514309 -0.00060776957122120855 0.00065675639706814842 0.00070369735637848074 -0.00039449396852951054 -0.00026812520960447215 0.00052839209194502183 -5.0270618370432379e-05 3.83921856935103e-05 0.00046551276735604222
leaf_weight=0.0010650560791391856 0.0010622566436614437 0.0012633698909842402 0.0011688104156975113 0.0010007117906453648 0.0011237645675052127 0.0018984139977441224 0.0017842392318522535 0.0011037440503695625 0.0011344952626942619 0.0010308035276447736
leaf_count=612 152 789 152 201 362 208 309 288 751 86
internal_value=0 6.38017e-05 0.000101001 3.81767e-05 0.000140904 5.9763e-05 0.000183206 -5.81652e-06 -0.000302053 0.000198809
internal_weight=0 0.0125706 0.0115084 0.0103395 0.00794168 0.00694097 0.00504255 0.00325831 0.00239787 0.00213455
internal_count=3910 3298 3146 2994 1454 1253 1045 736 1540 374
is_linear=0
shrinkage=0.00196078


Tree=4803
num_leaves=8
num_cat=0
split_feature=11 43 15 43 13 15 4
split_gain=1.98065e-05 2.2023e-05 6.36958e-05 5.77749e-05 3.36337e-05 5.60817e-05 4.45616e-05
threshold=0.077330000000000024 -0.053009999999999995 -0.053579999999999996 -0.17307499999999998 -0.09547499999999999 -1.0000000180025095e-35 0.074650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.025491881180940597 -0.012914749883761917 0.0087577753009341081 0.013243222785654705 -0.019340782627969223 0.010691054100321777 -0.021927602575925336 -0.014953341329995826
leaf_weight=0.0012809870700902326 0.0010789008192534722 0.0019903226829975198 0.0011185242715737297 0.0010597222718775382 0.0018651856392697694 0.0015952512480368461 0.0010642266917407033
leaf_count=803 279 348 141 758 337 1015 229
internal_value=0 0.00134844 0.00779704 -0.00260898 -0.00207555 -0.00684095 0.0013747
internal_weight=0 0.00997422 0.00345923 0.00217825 0.00651499 0.00452466 0.00292941
internal_count=3910 3631 1702 899 1929 1581 566
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=9
num_cat=0
split_feature=11 49 52 13 43 1 16 52
split_gain=1.60729e-05 2.09977e-05 3.37301e-05 5.84379e-05 3.90216e-05 5.69393e-05 4.65559e-05 3.87125e-05
threshold=0.077330000000000024 0.093425000000000022 0.086950000000000013 -0.094679999999999986 -0.074254999999999988 0.086560000000000012 -0.057604999999999996 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.023093391939104729 -0.01164276555311766 0.014021186512320764 -0.011984953907696622 0.021433640141516414 0.011102889420403163 -0.031378748346969181 -0.002920890802953941 -0.0043946837895048113
leaf_weight=0.0011832871283360552 0.0010771911771916285 0.0011346411943033629 0.0019639011114452338 0.001169807565563507 0.0010448555057402595 0.0011416887861744572 0.0011579098449903502 0.0011515703853298917
leaf_count=249 279 521 942 311 490 305 229 584
internal_value=0 0.0012168 -0.000431712 0.00288104 -0.00134023 -0.00825426 -0.0170495 0.00862093
internal_weight=0 0.00994766 0.00881302 0.00684912 0.00566583 0.00334445 0.0022996 0.00232138
internal_count=3910 3631 3110 2168 1919 1024 534 895
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=10
num_cat=0
split_feature=484 4 0 1 0 1 1 43 3
split_gain=9.015e-05 4.89771e-05 9.03378e-05 6.21191e-05 5.81636e-05 5.35699e-05 4.59771e-05 6.31269e-05 0.000134076
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.083674999999999986 0.09112000000000002 0.10373000000000002 -0.075819999999999985 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 -8 -9
right_child=1 2 -4 5 -6 6 7 8 -10
leaf_value=-0.00055281303731921736 -0.00037234856216818998 -0.0006016285505913595 0.00062834016958631994 0.00039532430720044695 3.0614657262267725e-05 -0.00033765627307936227 -0.00027084868578983298 0.00062993995609904145 -0.0001911121700058406
leaf_weight=0.0010686940314148822 0.0010011053348846942 0.0010461468424615909 0.0010464150371146752 0.0018711895551484867 0.0012024179525150724 0.0011488761782192589 0.0012347735750275904 0.0016695148750705561 0.0014108567799160211
leaf_count=627 151 793 152 403 737 350 258 242 197
internal_value=0 4.22645e-05 8.1311e-05 2.1583e-05 -0.000263537 0.000108985 1.09261e-05 0.000103734 0.000253886
internal_weight=0 0.0116313 0.0106302 0.00958378 0.00224856 0.00733521 0.00546402 0.00431515 0.00308037
internal_count=3910 3283 3132 2980 1530 1450 1047 697 439
is_linear=0
shrinkage=0.00196078


Tree=4806
num_leaves=8
num_cat=0
split_feature=1 4 150 16 16 15 13
split_gain=1.83271e-05 4.09062e-05 2.79044e-05 4.65386e-05 3.98664e-05 6.12229e-05 6.9419e-06
threshold=0.076710000000000014 -0.083329999999999987 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.038029999999999987 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.0026056693924530311 -0.017785806530148569 -0.018654114929701798 0.013998121879100392 0.015353990489805368 -0.020558618092074918 0.009694750947165074 0.0090898964820180003
leaf_weight=0.0010209511095109992 0.0012345860643020023 0.0014796868654794442 0.001703595619404928 0.0018634889762914148 0.0011962604633336024 0.0015173691047172596 0.0010091177362343369
leaf_count=271 276 1554 370 494 291 471 183
internal_value=0 -0.00600889 0.00274348 -0.000555614 0.00409189 -0.00364197 0.00320803
internal_weight=0 0.00350976 0.0075153 0.0058117 0.00457712 0.00271363 0.00203007
internal_count=3910 2008 1902 1532 1256 762 454
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=11
num_cat=0
split_feature=484 133 150 2 2 49 15 1 51 13
split_gain=9.66172e-05 3.89891e-05 5.34826e-05 8.69858e-05 0.000135408 0.000116648 9.98376e-05 7.52109e-05 7.06409e-05 3.38646e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.090695000000000012 0.10679500000000001 0.096540000000000015 -0.0090499999999999973 -0.064869999999999983 0.11198000000000001 -0.089214999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -5 -8 -10
right_child=1 -3 -4 7 -6 6 8 -9 9 -11
leaf_value=-0.0005709654593559078 0.00068174461977023163 -0.00030727078107441376 -0.00027390313442737676 -0.00052800826533076415 0.00085858706677458842 -0.00047660622648684314 0.00058346721907158688 0.00015370465981992307 -0.00029863837580127155 0.00020832133037660373
leaf_weight=0.001066208926068059 0.0011450182874928622 0.0010912827244178537 0.0014078453431248172 0.0012059336329178342 0.0011708924295140109 0.0013008334841814553 0.001052200239595224 0.001285447354074151 0.0010036026295409655 0.0010229492346303538
leaf_count=627 192 516 313 309 275 417 96 241 750 174
internal_value=0 4.56233e-05 8.19722e-05 0.000136508 0.000252894 0.000124522 -2.11602e-05 -0.000176273 0.000171275 -4.27387e-05
internal_weight=0 0.011686 0.0105947 0.00918688 0.0066955 0.0055246 0.00437959 0.00249138 0.00307875 0.00202655
internal_count=3910 3283 2767 2454 1904 1629 1437 550 1020 924
is_linear=0
shrinkage=0.00196078


Tree=4808
num_leaves=9
num_cat=0
split_feature=15 15 49 15 43 16 16 12
split_gain=2.01086e-05 2.47882e-05 6.9773e-05 4.70069e-05 3.1661e-05 7.27714e-05 9.45696e-05 3.39553e-05
threshold=-0.24219999999999997 -0.076594999999999983 -1.0000000180025095e-35 -0.031229999999999997 -0.17307499999999998 0.15100500000000003 -0.0090499999999999973 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=0.013476863066215259 0.0078059489576779899 0.018907065258652059 -0.022435531552299538 0.012686097180585089 -0.022867782701893598 -0.024956570376699572 0.027100653965028077 0.0029079417028486545
leaf_weight=0.0010002236243062393 0.0013848935037983337 0.0013195544552865876 0.0016987470622142871 0.0011564215798038112 0.0010129456140794022 0.0013815039712490105 0.0010464323452408948 0.0010315286234446257
leaf_count=317 283 422 728 159 482 244 458 817
internal_value=0 -0.00139207 -0.00885378 0.00191938 -0.00206301 -0.00587665 0.00265126 -0.00986278
internal_weight=0 0.010032 0.00308364 0.00694839 0.00562883 0.00447241 0.00309091 0.00204447
internal_count=3910 3593 1011 2582 2160 2001 1757 1299
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=11
num_cat=0
split_feature=484 39 474 52 160 13 1 12 16 1
split_gain=0.000190249 9.878e-05 7.75089e-05 0.000105214 0.000113215 0.000100851 8.59342e-05 6.82486e-05 0.000113226 4.32719e-05
threshold=-0.0043499999999999988 0.096775000000000014 0.084655000000000022 -0.096614999999999993 -0.080734999999999987 -0.083514999999999992 0.08844500000000001 0.086935000000000012 -0.094359999999999986 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -7 -10
right_child=1 -3 -4 4 5 7 -8 -9 9 -11
leaf_value=-0.00080226558153867261 0.00049182127130463005 -0.00052750248938724211 0.00057280799850296612 -0.00063735858884230562 5.4093298496142827e-05 -0.00037436644970436175 0.00073188826151517853 -0.00048745808059439815 3.6071624461697704e-05 0.00059270541700965869
leaf_weight=0.0010979180112446084 0.0017146387958045768 0.0010580466647100743 0.0011883282061687867 0.001068178995010269 0.0017743762580993022 0.0016320842438081939 0.0012093038661049028 0.0014338220893930515 0.0010881355127381504 0.0010599984796237393
leaf_count=612 484 193 301 514 302 181 218 806 176 123
internal_value=0 4.71534e-05 9.7118e-05 4.56382e-05 -3.69272e-05 4.13102e-05 0.000328808 -0.000123207 1.49515e-05 0.000310743
internal_weight=0 0.0132269 0.0121689 0.0109805 0.0092659 0.00819772 0.00298368 0.00521404 0.00378022 0.00214813
internal_count=3910 3298 3105 2804 2320 1806 520 1286 480 299
is_linear=0
shrinkage=0.00196078


Tree=4810
num_leaves=9
num_cat=0
split_feature=15 52 133 52 49 3 43 2
split_gain=1.63705e-05 2.2008e-05 3.8444e-05 7.53379e-05 5.17979e-05 0.00010103 0.00010008 5.48777e-05
threshold=-0.24219999999999997 0.11110500000000002 0.087485000000000021 1.0000000180025095e-35 -0.081629999999999994 -0.078884999999999997 -0.0012249999999999997 0.09116500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=0.012124442719329602 0.013022880224816364 0.010330309881386127 -0.019353151434563211 0.022250935165566459 -0.033701841685434976 0.021683812760665135 0.00078280703747298495 -0.029953086056109718
leaf_weight=0.0010034354595856417 0.0012766338103809421 0.0014062497330727545 0.0012533407753554842 0.0012238268831915484 0.0012825452818365085 0.0012617086046091846 0.0012719306390890591 0.0010692338812636464
leaf_count=317 198 588 725 644 820 200 179 239
internal_value=0 -0.00127112 -0.00315955 -0.000411586 -0.00491252 -0.00959931 -0.00101933 -0.0132546
internal_weight=0 0.0100455 0.00863922 0.00738588 0.00616205 0.00488542 0.00360287 0.00234116
internal_count=3910 3593 3005 2280 1636 1438 618 418
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=8
num_cat=0
split_feature=14 2 13 48 43 12 2
split_gain=1.65251e-05 4.0039e-05 4.45491e-05 4.28306e-05 4.67587e-05 6.49839e-05 3.84145e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 -0.13934999999999997 0.081315000000000012 -0.0037249999999999996 0.090385000000000007 0.11934000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.011786488148926147 -0.021176042663726927 0.02327842218646627 -0.027887430031174817 0.013998131036268744 0.0074905837153099444 0.0031119020528918269 -0.0024029917996240225
leaf_weight=0.0010820445615678667 0.0010773327061838122 0.0013878490917255833 0.0013860767162694066 0.0017786995695685606 0.0019690761482815131 0.0013204730106711974 0.0010036610023104035
leaf_count=196 154 283 1083 465 764 611 354
internal_value=0 0.00122789 -0.00235148 0.000790643 -0.00423374 -0.0127635 0.0125005
internal_weight=0 0.00992317 0.00753166 0.00645433 0.00467563 0.00270655 0.00239151
internal_count=3910 3714 3077 2923 2458 1694 637
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=11
num_cat=0
split_feature=484 42 43 3 0 16 16 0 150 4
split_gain=8.39513e-05 4.35051e-05 4.21524e-05 0.000147846 6.33534e-05 6.27078e-05 7.40625e-05 6.08599e-05 9.96747e-05 7.46315e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 -0.077944999999999987 0.15737500000000001 -0.008069999999999999 -0.10462499999999998 0.082590000000000011 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 -4
right_child=1 2 5 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00052827799485369103 -0.00033303700384386083 -0.00032936196861727083 -0.00078728790046816109 0.00087334502438498175 0.00032779181249488758 -0.00037500648728674562 0.00053805152881974581 0.00028077044087476791 0.00031268358998301992 -5.7658219476486223e-05
leaf_weight=0.0010747729777686984 0.0010701661837090254 0.0011858186350980622 0.0010684317936285191 0.0010506885379001703 0.0010756360709264813 0.0013954159707090562 0.001133139984361823 0.001714597473030178 0.0010706104124359461 0.0010876795807717443
leaf_count=627 254 533 135 333 194 297 250 1045 106 136
internal_value=0 4.40358e-05 8.14621e-05 0.000265579 -1.6794e-05 -1.75215e-07 8.59305e-05 -1.77496e-05 -0.000176376 -0.000419216
internal_weight=0 0.0118522 0.010782 0.00331214 0.00226145 0.00746988 0.00607446 0.00494132 0.00322672 0.00215611
internal_count=3910 3283 3029 1060 727 1969 1672 1422 377 271
is_linear=0
shrinkage=0.00196078


Tree=4813
num_leaves=8
num_cat=0
split_feature=4 42 0 52 49 12 0
split_gain=1.61775e-05 3.92438e-05 4.97365e-05 8.97197e-05 8.04377e-05 5.86116e-05 5.97506e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 -0.092854999999999979 -0.0019649999999999997 0.086865000000000012 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.030738474581354404 0.0092636304123465702 -0.018863837846263963 0.014796155784724577 -0.015220325199953675 0.019060734746870128 0.028475049001876626 -0.013603785232990674
leaf_weight=0.0010155971535093615 0.0015949821274826087 0.0011583765908443787 0.0019399512872650421 0.0018355529433541377 0.0010225962018334967 0.0012056731565999938 0.0012379218971306587
leaf_count=451 441 711 288 442 151 875 551
internal_value=0 -0.00162714 0.000790915 -0.00350986 0.00170602 0.0106695 0.00117275
internal_weight=0 0.00941567 0.00825729 0.00631734 0.00530174 0.00346619 0.00226052
internal_count=3910 3469 2758 2470 2019 1577 702
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=11
num_cat=0
split_feature=484 42 43 3 0 42 3 16 2 0
split_gain=0.000110085 4.3267e-05 6.23281e-05 0.000161427 7.88903e-05 5.89528e-05 6.39089e-05 4.47743e-05 0.000150231 0.000117536
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.074254999999999988 -0.075954999999999981 -0.077944999999999987 0.08221500000000001 -0.089604999999999976 -0.19424999999999998 0.11260500000000001 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -8 9 -9
right_child=1 2 5 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00060478264848750946 -0.00032351737861545398 -0.00032781560898281022 0.00047991984481471312 0.00092417831578048011 0.0004007463818018331 -0.00045846821264546077 -0.0003443765068003542 0.00012044139297316685 0.00063910624065990017 -0.00071934192863180087
leaf_weight=0.0010870999224152677 0.0011006846766172191 0.0012340480144585986 0.0011149799698355316 0.0010955316757021508 0.0010641636289114467 0.0010010558638768449 0.0013533486651417549 0.0017624254332866888 0.0012279428342531601 0.0010068006567888468
leaf_count=627 267 528 254 331 190 758 208 129 149 469
internal_value=0 4.69195e-05 8.44631e-05 0.000304792 9.53764e-06 -1.56822e-05 5.28746e-05 -3.61162e-05 6.82536e-05 -0.000184877
internal_weight=0 0.011961 0.0108603 0.00339374 0.00229821 0.00746655 0.0064655 0.00535052 0.00399717 0.00276923
internal_count=3910 3283 3016 1049 718 1967 1209 955 747 598
is_linear=0
shrinkage=0.00196078


Tree=4815
num_leaves=10
num_cat=0
split_feature=50 4 12 3 4 2 0 12 0
split_gain=1.65157e-05 3.31848e-05 4.04954e-05 5.26379e-05 5.41648e-05 4.99337e-05 6.10257e-05 4.73258e-05 2.44969e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.096385000000000012 0.0057500000000000008 0.087005000000000013 -0.07773999999999999 0.086935000000000012 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -7 -4
right_child=-2 -3 3 4 -6 7 -8 -9 -10
leaf_value=-0.019241094445019775 -0.011554898057119838 0.016233284522867219 0.0056584767866774167 -0.0012152393500048366 0.030968984460581703 -0.0019619471974852178 0.024875579911256007 -0.030423537161075171 -0.01616689032118691
leaf_weight=0.0010648515895687856 0.0011208504917731349 0.001286444190471389 0.0010453413062246134 0.0010331425803636156 0.0010588320433205234 0.0013269482416902192 0.0010159539033770958 0.0010437744738416494 0.0010122557050716682
leaf_count=270 689 396 126 136 55 304 175 1018 741
internal_value=0 0.00125344 -0.000987052 0.0015922 0.0150745 -0.00358841 0.00482258 -0.0144929 -0.00507873
internal_weight=0 0.00988754 0.0086011 0.00753625 0.00209197 0.00544427 0.00307355 0.00237072 0.0020576
internal_count=3910 3221 2825 2555 191 2364 1042 1322 867
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=11
num_cat=0
split_feature=484 42 43 3 2 42 15 52 52 3
split_gain=0.000107855 4.32189e-05 8.67469e-05 0.000124757 8.42443e-05 7.89461e-05 7.2527e-05 0.000100696 5.27513e-05 6.30243e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.086650000000000019 0.08221500000000001 1.0000000180025095e-35 -0.081429999999999989 -0.0066199999999999991 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -4 -9 -10
right_child=1 2 5 -5 -6 -7 -8 8 9 -11
leaf_value=-0.00058928000223161211 -0.00032286481455739117 -0.00033783297135952698 0.0006696961571584024 0.0008899051785148138 0.0004156100745290617 -0.00053086950063249564 -0.00035156001312377426 -0.00037756654482409043 0.00040675723475572966 -0.00016078124334725305
leaf_weight=0.0010997503674326147 0.0010764039184638875 0.0010055904497362242 0.0011475358656329575 0.0011050748521896974 0.0013188565996819835 0.0010373696177132779 0.0013598925310929046 0.0010061705174650272 0.0016053035596445189 0.0014156983410585312
leaf_count=627 254 291 256 333 436 758 435 87 284 149
internal_value=0 5.21159e-05 8.88047e-05 0.000347518 8.96594e-05 -2.83726e-05 5.13989e-05 0.000157295 1.1287e-05 0.000140798
internal_weight=0 0.0120779 0.0110015 0.00342952 0.00232445 0.00757197 0.0065346 0.00517471 0.00402717 0.003021
internal_count=3910 3283 3029 1060 727 1969 1211 776 520 433
is_linear=0
shrinkage=0.00196078


Tree=4817
num_leaves=10
num_cat=0
split_feature=159 1 2 42 151 160 2 2 3
split_gain=1.44455e-05 3.39408e-05 5.01897e-05 5.68518e-05 5.07419e-05 6.65955e-05 7.47973e-05 0.000105694 6.44766e-06
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 0.081685000000000021 -0.044604999999999992 0.084100000000000022 0.10113500000000002 0.11290500000000002 -0.063569999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 6 -6 -8 -2
right_child=1 -3 4 -5 5 -7 7 -9 -10
leaf_value=-0.010390758918405144 0.0044815653680550229 0.017949438682814858 -0.013270014885648674 -0.029727804126019122 0.021577796726519074 0.032389695580152519 -0.031935731196950722 0.013212996969169683 -0.0068075798700801566
leaf_weight=0.0012023489515998039 0.0010008333779212854 0.0010795739698815339 0.0012209251489649067 0.0010696343499150907 0.0013331606430447744 0.0010047485670132035 0.00101088156895097 0.0010645594208984282 0.0010230819353952802
leaf_count=633 464 298 374 593 660 210 226 282 170
internal_value=0 0.00122272 -0.000846263 -0.0110802 0.0047728 0.00976423 0.00309495 -0.00877752 -0.00122506
internal_weight=0 0.0098074 0.00872783 0.00309355 0.00563428 0.00441335 0.0034086 0.00207544 0.00202392
internal_count=3910 3277 2979 1227 1752 1378 1168 508 634
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=11
num_cat=0
split_feature=484 42 42 0 43 15 52 3 1 43
split_gain=9.78553e-05 5.64076e-05 5.15184e-05 8.10649e-05 0.000120006 3.59905e-05 7.10717e-05 5.12757e-05 0.000106473 1.75529e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 0.091955000000000023 -0.077944999999999987 -0.074904999999999985 1.0000000180025095e-35 -0.081429999999999989 0.11818000000000002 0.094385000000000011 0.083940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -8 -6
right_child=1 2 -4 4 9 -7 7 -9 -10 -11
leaf_value=-0.00056909849237496348 -0.00038443669017970244 0.00055319612699943825 -0.00024263058867081356 0.00092194536746492836 -6.9304507777579328e-05 -0.00024035603078284871 -0.00026934279520479925 -0.00034550719910887332 0.00057877814061248309 0.00029699879499001141
leaf_weight=0.0011009867069692184 0.0010859767607291357 0.0010288481294916836 0.0015849780232355349 0.0010917651551660564 0.0010022311132766039 0.0016241115525363874 0.0011658067921785707 0.0012824235778364865 0.001111854864148359 0.0010096031643522206
leaf_count=627 254 244 714 221 350 708 417 130 149 96
internal_value=0 4.17185e-05 8.41704e-05 0.000139767 0.00039855 1.04971e-05 9.92788e-05 -3.19012e-05 0.000144673 0.000114518
internal_weight=0 0.0119876 0.0109016 0.00931664 0.0031036 0.00621304 0.00458893 0.00356009 0.00227766 0.00201183
internal_count=3910 3283 3029 2315 667 1648 940 696 566 446
is_linear=0
shrinkage=0.00196078


Tree=4819
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 13 0
split_gain=1.45489e-05 5.19581e-05 5.64471e-05 8.94138e-05 7.87397e-05 8.21041e-05 7.60178e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.098845000000000016 -0.083899999999999988 0.097940000000000013 -0.0024749999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.010367371764972795 -0.016077594457463231 0.031272848233092759 -0.015266574235689813 -0.029287011231615808 -0.0078375546862929132 0.0048607866625066691 0.02637759760307757
leaf_weight=0.0012155626770263646 0.0014730506081145041 0.0013167829195766308 0.0012523731970629226 0.0011958001524748913 0.0010064945083219925 0.0017123995319166276 0.0018299722153196747
leaf_count=440 585 495 413 1245 102 206 424
internal_value=0 0.00123237 0.00429936 0.00776945 0.00238204 -0.00918018 0.0142367
internal_weight=0 0.00978687 0.00831382 0.00706145 0.00574467 0.0029082 0.00283647
internal_count=3910 3470 2885 2472 1977 1451 526
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=10
num_cat=0
split_feature=484 474 49 42 47 12 13 16 15
split_gain=0.000188125 5.94694e-05 5.75577e-05 7.264e-05 8.55574e-05 8.69338e-05 8.0239e-05 0.000105489 0.000106339
threshold=-0.0043499999999999988 0.084655000000000022 -0.081629999999999994 0.092635000000000009 0.11069000000000002 -0.0089849999999999982 -0.094679999999999986 -0.008069999999999999 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00082629441421544307 0.00032822581774476028 0.00049852645236161562 -0.0005755931131230179 -0.00048219879894644083 0.00055077105651854725 0.00038221902698304492 4.0560294546343111e-05 0.00039588642132241275 -0.00069692052188344994
leaf_weight=0.0010065739389398037 0.001859954705697278 0.001063980564334867 0.0010570435038550867 0.0012860937706977568 0.0010184515682761519 0.0017860912600827124 0.0015983711657366682 0.0011309097644561852 0.0014191175738211014
leaf_count=612 254 318 258 615 110 160 311 365 907
internal_value=0 5.5603e-05 1.33602e-05 -4.96379e-05 1.98146e-05 -5.75294e-05 3.47474e-05 -0.000114856 -0.000306275
internal_weight=0 0.01222 0.011156 0.00929608 0.00800998 0.00699153 0.00593449 0.0041484 0.00301749
internal_count=3910 3298 2980 2726 2111 2001 1743 1583 1218
is_linear=0
shrinkage=0.00196078


Tree=4821
num_leaves=11
num_cat=0
split_feature=484 42 43 3 42 3 16 2 0 0
split_gain=0.000103697 3.55003e-05 5.41868e-05 0.000130625 5.63796e-05 9.39712e-05 4.26403e-05 0.000134396 8.51109e-05 4.22381e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.078965000000000021 -0.089604999999999976 -0.19424999999999998 0.11260500000000001 -0.22384499999999996 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -4 -7 8 -8 -3
right_child=1 2 4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00059867384018368053 -0.00030026359901093053 -0.0002315608965309706 0.0005880644889243498 0.00087070603070601321 -0.00044340950759024238 -0.00035396729405511702 0.00025049674765333975 0.00060895490402717591 -0.00046974393494588602 0.000312134826076536
leaf_weight=0.0010528968513854242 0.0010457850814394173 0.001178283821198803 0.0010537813979019754 0.0010188447608883936 0.0010177038172258261 0.0013496936790563692 0.0010284434984741951 0.0011583062778473862 0.001631447065032062 0.001029198071900936
leaf_count=627 254 533 251 333 772 208 68 148 522 194
internal_value=0 4.42e-05 7.86205e-05 0.000289964 -1.55676e-05 5.44162e-05 -5.43997e-05 5.14944e-05 -0.000191264 2.19273e-05
internal_weight=0 0.0115115 0.0104657 0.00322633 0.00723938 0.00622167 0.00516789 0.0038182 0.00265989 0.00220748
internal_count=3910 3283 3029 1060 1969 1197 946 738 590 727
is_linear=0
shrinkage=0.00196078


Tree=4822
num_leaves=8
num_cat=0
split_feature=14 15 42 13 16 1 12
split_gain=1.56496e-05 3.42511e-05 3.22881e-05 5.49103e-05 4.7566e-05 6.09946e-05 9.89863e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.090359999999999982 0.00079000000000000012 -0.088504999999999986 0.094485000000000013 0.088325000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.011452376102203848 0.014743749516258495 -0.017939952378065779 -0.016465986543492971 0.018463645969610497 -0.025185318782034252 0.019335094509079914 0.013973270303181521
leaf_weight=0.0010870059658663654 0.0015690697436924949 0.0010296129866868738 0.0018740109206551222 0.0014418099912803196 0.0013426379032950265 0.0014376529790192734 0.001243324687324037
leaf_count=196 505 393 590 426 768 390 642
internal_value=0 0.00118555 -0.00135641 0.000970011 -0.00330671 0.00282226 -0.00635796
internal_weight=0 0.00993812 0.00836905 0.00733944 0.00589763 0.00402362 0.00258596
internal_count=3910 3714 3209 2816 2390 1800 1410
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=11
num_cat=0
split_feature=484 474 52 2 52 51 15 42 2 15
split_gain=0.000187024 7.57922e-05 5.93228e-05 0.000109485 8.15775e-05 4.65252e-05 6.30113e-05 8.56638e-05 0.000126168 4.91632e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.096540000000000015 -0.0041199999999999995 0.013805000000000001 0.085120000000000015 0.084100000000000022 0.10393500000000001 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00082185559114594093 -3.6060235022747497e-05 0.00054945986273317502 -0.00055808491471526158 0.00077039635418982603 0.00060004514592645322 0.00035941470023754282 0.00027092333492233423 -0.00063383846742780378 -0.00044578025908889243 -6.9573037207077581e-06
leaf_weight=0.0010050658749144433 0.0017676595510843045 0.001097057012285991 0.0011410512840764964 0.001021081840007077 0.001017725916287865 0.0011945900122277168 0.0016308100145440525 0.0011804825030272922 0.0015596669400254636 0.0010344164247278419
leaf_count=612 333 318 214 327 211 295 841 305 197 257
internal_value=0 5.69447e-05 1.01538e-05 0.000259219 -6.91475e-05 4.09028e-06 -6.19941e-05 -0.000175285 -2.54122e-05 0.000294075
internal_weight=0 0.0126445 0.0115475 0.00278874 0.00875874 0.00761769 0.0064231 0.00479229 0.00361181 0.00205214
internal_count=3910 3298 2980 660 2320 2106 1811 970 665 468
is_linear=0
shrinkage=0.00196078


Tree=4824
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.53834e-05 5.3211e-05 6.41274e-05 3.19815e-05 5.77013e-05 6.43313e-05 0.000106584 9.20286e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.010861143339154444 -0.018704195959435756 -0.020733516377097631 -0.010128565107110476 -0.010780542373657149 0.038346697869213867 0.031996755516864532 -0.019996435553293765 -0.00060037346998045318
leaf_weight=0.0011545882237239133 0.0014969930847345244 0.0011007509129824173 0.0013786954573432354 0.0010728723763008281 0.0011418464688467678 0.001308753435372993 0.0010875851261906719 0.0012945173087341498
leaf_count=517 856 847 314 147 490 282 207 250
internal_value=0 -0.00133737 0.00176316 0.0051627 0.00791652 0.0130645 0.00603329 0.0176529
internal_weight=0 0.00988201 0.00838502 0.00728427 0.0062114 0.0048327 0.00352395 0.00243636
internal_count=3910 3393 2537 1690 1543 1229 947 740
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=10
num_cat=0
split_feature=133 160 484 42 160 2 13 16 2
split_gain=2.00126e-05 6.6275e-05 4.0664e-05 3.40343e-05 3.85991e-05 8.33599e-05 9.1129e-05 2.94867e-05 8.6762e-08
threshold=-0.036599999999999987 -1.0000000180025095e-35 0.084750000000000006 -1.0000000180025095e-35 0.090735000000000024 0.10393500000000001 -0.083514999999999992 -0.17157499999999998 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -7 -8
right_child=1 3 -4 4 -6 7 8 -9 -10
leaf_value=0.011020884667765598 -0.031343495503380274 -0.013007616399148755 -0.0032162655747885413 0.043602287529024841 -0.011623183981931625 -0.017563463503541734 0.0066024850300964253 0.0055859220401126347 0.0079191414842109016
leaf_weight=0.0014211850777251451 0.001051939264434264 0.0011706540338090781 0.0010050933525353385 0.0010528654141407712 0.0010848663723335298 0.001077095795867156 0.0010017909271556194 0.001124878017150658 0.0010001211690762422
leaf_count=797 690 530 351 241 276 166 311 295 253
internal_value=0 -0.00169641 -0.0176002 0.00265841 0.00555033 0.00909453 0.019786 -0.0057376 0.00726026
internal_weight=0 0.0095693 0.00205703 0.00751227 0.00634162 0.00525675 0.00305478 0.00220197 0.00200191
internal_count=3910 3113 1041 2072 1542 1266 805 461 564
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=8
num_cat=0
split_feature=1 0 151 4 16 16 3
split_gain=1.98661e-05 3.6418e-05 2.71663e-05 5.69454e-05 4.09273e-05 4.03453e-05 4.83898e-05
threshold=0.076710000000000014 0.047345000000000005 -0.086769999999999986 0.24280000000000004 -0.092424999999999993 -0.055679999999999993 0.076695000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -7
right_child=2 -3 3 -5 5 6 -8
leaf_value=-0.015201268572389102 0.018168552509471803 0.0055017929436089845 -0.021308930231378878 0.015557887658951879 0.015503315959867134 0.0055401508983850207 -0.023424775619966295
leaf_weight=0.0019768097249712878 0.0010030527363917106 0.0014901585635607325 0.0011952067369644949 0.0018073635634247515 0.0011462196092965368 0.0012903238812448908 0.0010430042784637505
leaf_count=1913 186 95 194 424 369 558 171
internal_value=0 -0.00630276 0.00285376 0.000483921 -0.00534401 0.000139861 -0.00740725
internal_weight=0 0.00346697 0.00748517 0.00648212 0.00467475 0.00347955 0.00233333
internal_count=3910 2008 1902 1716 1292 1098 729
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=11
num_cat=0
split_feature=484 4 0 1 48 0 47 15 160 0
split_gain=8.27685e-05 4.09047e-05 8.05449e-05 7.02591e-05 5.18356e-05 9.78226e-05 8.97014e-05 0.000154677 6.83049e-05 4.69087e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.086285000000000014 -0.18901999999999997 0.09252500000000001 0.035895000000000003 -0.078454999999999983 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 6 -6 7 8 -5 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00052844042995135569 -0.00034117810506229977 -0.00058848262484098048 0.00058418365497805373 0.00025321289279384238 -0.00051762238339047684 0.00028180036175332371 -0.00021998093575456047 -0.00021889293888790174 0.0009121721355927478 -1.746842458343009e-05
leaf_weight=0.0010880343475172848 0.0010039150241571643 0.0010581858623596157 0.0010656994504981534 0.001004472580995047 0.0012174189522978496 0.0011391749045737707 0.0013034779459964955 0.0011451020860797261 0.001519851749022381 0.001158863693153352
leaf_count=627 151 793 152 167 79 238 138 415 413 737
internal_value=0 3.71255e-05 7.29129e-05 1.58388e-05 0.000108353 -0.000131182 0.000221866 0.000378821 0.000649961 -0.00029001
internal_weight=0 0.0116162 0.0106122 0.00954655 0.0073295 0.00235659 0.0049729 0.00366943 0.00252432 0.00221705
internal_count=3910 3283 3132 2980 1450 317 1133 995 580 1530
is_linear=0
shrinkage=0.00196078


Tree=4828
num_leaves=11
num_cat=0
split_feature=484 475 52 12 39 13 2 12 15 2
split_gain=0.000124978 4.24573e-05 3.97424e-05 0.000110001 5.18561e-05 6.57967e-05 8.06908e-05 7.8163e-05 6.897e-05 6.71907e-05
threshold=-1.0000000180025095e-35 -0.048844999999999993 -0.081429999999999989 0.085185000000000025 0.005105000000000001 -0.094679999999999986 0.09116500000000001 0.092365000000000017 -0.074174999999999977 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 9 -4 -8 -7
right_child=1 2 4 -5 -6 6 8 -9 -10 -11
leaf_value=-0.00065122532323779619 0.00042171152230195604 -0.00014921621182713968 0.00056092053701953736 0.00066516472965884332 0.00035636069867187064 -0.00028274795087640715 -0.00015713419772336228 -0.00019903022798042124 -0.00083919372153204766 0.0003414396257974839
leaf_weight=0.0010813679776920755 0.0010498034070111828 0.001404056581944061 0.0010222486165461545 0.0011682673486352354 0.0010099955929593332 0.0015250986137696335 0.0010949445903721822 0.0010598025041127152 0.0011889247329320602 0.0011730018419124372
leaf_count=627 421 276 216 327 260 509 201 76 373 624
internal_value=0 4.5501e-05 8.404e-06 0.00022065 -5.92159e-05 -0.000118634 -0.000240969 0.000174092 -0.000512197 -1.13818e-05
internal_weight=0 0.0116961 0.0106463 0.00257232 0.00807402 0.00706402 0.00498197 0.00208205 0.00228387 0.0026981
internal_count=3910 3283 2862 603 2259 1999 1707 292 574 1133
is_linear=0
shrinkage=0.00196078


Tree=4829
num_leaves=9
num_cat=0
split_feature=11 39 13 0 16 51 0 42
split_gain=1.9098e-05 2.62189e-05 6.10607e-05 5.71665e-05 5.73949e-05 4.76653e-05 7.61514e-05 9.45268e-05
threshold=0.077330000000000024 0.005105000000000001 -0.26418499999999995 -0.053834999999999994 -0.30307999999999996 0.085845000000000019 -0.10575999999999998 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=0.021480456466383288 -0.012811237933502468 0.013646398060869655 -0.021141692921676794 -0.023316386012090209 0.025545552609784378 -0.013097670866266146 -0.024247593489797117 0.01771864276544553
leaf_weight=0.0010707059044123288 0.0010614277510677247 0.0014662887642711312 0.0010655196367308764 0.0012768485037023868 0.001709622184332149 0.001189895469825931 0.0010471369753050359 0.0011011353624803693
leaf_count=155 279 445 224 347 145 311 896 1108
internal_value=0 0.00130137 -0.000838055 -0.00407162 -5.20884e-05 0.00439964 0.00979636 -0.00273705
internal_weight=0 0.00992715 0.00846086 0.00739016 0.00611331 0.00504779 0.00385789 0.00214827
internal_count=3910 3631 3186 3031 2684 2460 2149 2004
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=10
num_cat=0
split_feature=484 42 3 49 2 0 1 43 4
split_gain=8.86531e-05 3.54998e-05 5.40553e-05 6.65369e-05 5.16899e-05 5.03378e-05 5.74114e-05 4.37984e-05 2.35098e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.12008499999999998 -0.069934999999999983 0.113945 -0.10071499999999999 0.094485000000000013 0.0016850000000000001 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -7
right_child=1 -3 3 4 -6 7 -8 -9 -10
leaf_value=-0.00054974591313494464 0.00042953598756750757 -0.00023327616821092474 -0.00033766153445509087 0.00013308546943182524 -0.00022879911362837525 8.1604740898869965e-05 0.00077183546465424717 0.00037610413064462721 -0.00033247601153198842
leaf_weight=0.0010414147395316044 0.0015322009411296153 0.0014926179128537985 0.001549151338023547 0.001164272041971625 0.0013511760408047909 0.0010850968340758971 0.0010105823938420591 0.0010150676669707891 0.001025225922290865
leaf_count=627 293 714 273 154 276 601 112 259 601
internal_value=0 4.82936e-05 9.14752e-05 2.83116e-05 0.000113549 0.000200822 0.000429891 4.14211e-05 -0.000119562
internal_weight=0 0.0112254 0.00973277 0.00820057 0.00665142 0.00530024 0.00217485 0.00312539 0.00211032
internal_count=3910 3283 2569 2276 2003 1727 266 1461 1202
is_linear=0
shrinkage=0.00196078


Tree=4831
num_leaves=11
num_cat=0
split_feature=484 4 0 1 0 3 2 0 0 1
split_gain=8.95309e-05 6.94037e-05 0.000105479 6.59216e-05 6.78275e-05 5.39112e-05 9.49703e-05 9.1135e-05 8.18334e-05 1.42168e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.083674999999999986 0.11265500000000002 0.087995000000000004 -0.066689999999999985 -0.10575999999999998 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5 -7
right_child=1 2 -4 5 -6 9 -8 -9 -10 -11
leaf_value=-0.0005494330743443924 -0.00045026826126273663 -0.00062690619683239976 0.0006595561651738781 0.00019717481866158611 5.0480054211558261e-05 -1.2389462054218606e-06 0.00055205564135935806 0.00048859650076356863 -0.00052326722667697244 -0.00032960519431112173
leaf_weight=0.0010991373540859785 0.0010331071010994718 0.0010947239930661017 0.0010919519245170704 0.0011120484841591737 0.0011818914458932585 0.0010007764260288325 0.0019640982600161129 0.0010791096444597264 0.0013324990075427473 0.001027274505527196
leaf_count=627 151 793 152 113 737 81 381 157 556 162
internal_value=0 3.54204e-05 8.15203e-05 1.70635e-05 -0.000275245 0.000105607 0.000206561 1.3981e-05 -0.000195531 -0.000167567
internal_weight=0 0.0119175 0.0108844 0.00979242 0.00227662 0.00751581 0.00548776 0.00352366 0.00244455 0.00202805
internal_count=3910 3283 3132 2980 1530 1450 1207 826 669 243
is_linear=0
shrinkage=0.00196078


Tree=4832
num_leaves=9
num_cat=0
split_feature=49 42 133 52 52 4 13 1
split_gain=1.82417e-05 6.01316e-05 4.80342e-05 8.84281e-05 8.03388e-05 4.50028e-05 2.92758e-05 9.47044e-05
threshold=-0.045004999999999996 0.091955000000000023 -0.036599999999999987 -0.074484999999999982 0.11401500000000002 0.0057500000000000008 -0.10023999999999998 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 6 -1 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.0061084478114675975 0.020359470951351186 -0.023857739427793668 -0.024160063782019008 0.023984796811197726 -0.020400174337431784 0.020258818697551074 -0.01570690543855531 0.023012083923457351
leaf_weight=0.0012756640329678669 0.0010892766934442102 0.001123859697712737 0.0014362985550188207 0.0011858170064901362 0.0010419373305806728 0.001314129769290111 0.0011839209090192624 0.0013543939493145963
leaf_count=337 612 758 589 116 320 192 762 224
internal_value=0 -0.00232656 0.00099204 -0.00240932 0.00414546 0.007271 0.0110128 0.00495277
internal_weight=0 0.0084155 0.00729164 0.00620237 0.00476607 0.00258979 0.00372413 0.00253831
internal_count=3910 3381 2623 2011 1422 529 1102 986
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=9
num_cat=0
split_feature=12 403 3 12 3 15 16 0
split_gain=1.90032e-05 2.87205e-05 5.78455e-05 8.03702e-05 6.06001e-05 4.09464e-05 7.0725e-05 3.65529e-05
threshold=0.10852500000000001 0.03138500000000001 -0.077894999999999978 0.085845000000000019 -0.015064999999999997 -0.017214999999999998 -0.055679999999999993 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -6
right_child=-2 -3 4 -5 5 -7 -8 -9
leaf_value=0.0092972794203822259 -0.012942369442992928 0.017044694073285002 0.026887422898376836 -0.026663194766138654 -0.0073791709691614195 0.012393144231341458 -0.027708773314891667 0.017827545380802015
leaf_weight=0.0010034616631684674 0.0010369627247951005 0.0010356422529972974 0.001027470939286854 0.0016327922644593213 0.0013337286266950641 0.0018270785551398085 0.0010523963405918795 0.0010116699232323475
leaf_count=608 319 417 488 1279 113 246 182 258
internal_value=0 0.0012846 -0.000551665 -0.0129752 0.00468664 0.000320853 -0.00617072 0.00349356
internal_weight=0 0.00992424 0.0088886 0.00263625 0.00625234 0.00522487 0.00339779 0.0023454
internal_count=3910 3591 3174 1887 1287 799 553 371
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=8
num_cat=0
split_feature=52 12 0 16 2 0 43
split_gain=2.00476e-05 4.7498e-05 4.5758e-05 6.3465e-05 4.02863e-05 6.3031e-05 2.55885e-05
threshold=-0.048794999999999991 0.10214500000000001 -0.14867499999999997 0.15100500000000003 0.085155000000000022 -0.13506999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.0096368480712704582 -0.012079463086944478 -0.022166599822549128 0.031293301780140982 -0.0005106888166225836 -0.0074116477796086324 0.0057197531329523706 0.027233721413062319
leaf_weight=0.0012806264718897968 0.0018210260185987006 0.0011133865620640906 0.0011240072336383138 0.0014202343340294458 0.0019415493150964939 0.0010315370693279283 0.0011913363898242136
leaf_count=104 973 354 571 515 286 776 331
internal_value=0 -0.00320087 0.00577991 0.0135398 0.000327054 0.0057522 0.01725
internal_weight=0 0.00709884 0.00382487 0.00254424 0.00598545 0.00416442 0.00222287
internal_count=3910 2720 1190 1086 2366 1393 1107
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=9
num_cat=0
split_feature=1 4 50 47 4 3 1 0
split_gain=2.08975e-05 3.78882e-05 2.67848e-05 6.37955e-05 6.50882e-05 6.70585e-05 4.58156e-05 4.25674e-06
threshold=0.076710000000000014 -0.083329999999999987 0.088425000000000017 0.087850000000000025 0.0057500000000000008 0.0048550000000000008 0.11167500000000001 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6 -5
right_child=2 -3 -4 7 6 -7 -8 -9
leaf_value=0.0024726554809642153 0.018989257565476807 -0.018728855338377749 -0.011917484993916995 -0.013577486834308598 0.039621981242299292 -0.016205988333357197 0.010471431867473754 -0.0044786334474715443
leaf_weight=0.0019972428129283832 0.0010056593210429599 0.0014583492940963066 0.0010437062093014817 0.0010542478955967577 0.0010423247173441852 0.0011725681504840199 0.0011169026571581442 0.0010036632028262455
leaf_count=454 515 1554 440 94 158 198 317 180
internal_value=0 -0.00647493 0.00293601 0.00536006 0.0122396 4.31994e-05 0.0245433 -0.00913989
internal_weight=0 0.00345559 0.00743907 0.00639537 0.00433745 0.00217823 0.00215923 0.00205791
internal_count=3910 2008 1902 1462 1188 713 475 274
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=8
num_cat=0
split_feature=1 0 15 51 16 0 52
split_gain=1.69844e-05 3.1597e-05 2.32937e-05 5.67567e-05 8.70236e-05 5.19117e-05 5.7715e-06
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 -0.09021499999999999 -0.019979999999999994 -0.19631499999999999 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=-0.017323993871461302 0.024954316000484741 -0.0031250497891534366 -0.0084610607840796808 -0.0052729262423445288 -0.0238129303417575 0.018896670308753926 0.0075215768170527001
leaf_weight=0.0014136343633928371 0.0011944241369289451 0.0010306908642199546 0.0015026838691485113 0.0016030417049697214 0.0011183691028894107 0.0019940242667355556 0.0010062901629524132
leaf_count=1642 265 228 571 138 355 573 138
internal_value=0 -0.00583718 0.00265601 0.00548272 0.000550544 0.00812543 0.0021345
internal_weight=0 0.00345062 0.00741254 0.00590986 0.00471544 0.00359707 0.00203698
internal_count=3910 2008 1902 1331 1066 711 366
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=8
num_cat=0
split_feature=49 42 457 43 12 3 1
split_gain=1.68257e-05 5.69573e-05 4.23918e-05 3.56691e-05 4.17709e-05 8.38237e-05 5.54835e-05
threshold=-0.045004999999999996 0.091955000000000023 0.084715000000000013 -0.17307499999999998 0.088375000000000023 0.096385000000000012 0.087480000000000016
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0039404360454799569 0.018446471617204314 -0.023318382047030531 0.02215074794222853 0.0019670995302491644 -0.014806209100220326 -0.013298546114587799 0.031352904743238499
leaf_weight=0.0014770894758901788 0.0010107859906515141 0.0011087962475276013 0.0010766061010587151 0.0014694584126564434 0.0017670038960251756 0.0017856937590950235 0.0011417577255257692
leaf_count=371 180 758 158 943 931 277 292
internal_value=0 -0.00222511 0.00705928 0.0010347 -0.00182056 0.00339804 0.0148161
internal_weight=0 0.0082835 0.0025537 0.0071747 0.00616391 0.00439691 0.00261122
internal_count=3910 3381 529 2623 2443 1512 1235
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=8
num_cat=0
split_feature=4 42 4 2 13 52 1
split_gain=1.80984e-05 2.87885e-05 4.04741e-05 4.07435e-05 6.68619e-05 4.86194e-05 3.79426e-05
threshold=0.27608500000000008 0.091955000000000023 0.074650000000000008 0.11165000000000001 -0.084184999999999996 0.071660000000000015 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.019988018537028258 0.0098658398357522378 -0.016610590431293988 -0.015218121232294716 0.018869132753004478 0.012322980674471665 0.0239131216806052 -0.010721065632364132
leaf_weight=0.0013121076494425534 0.0015775591979062366 0.0011388211512796719 0.0013810790962016893 0.0013836113409404754 0.001259054449410222 0.001101291954021197 0.0016520423119373994
leaf_count=660 441 711 229 230 490 618 531
internal_value=0 -0.00172451 0.000371195 0.00358076 -0.000392047 0.00601611 -0.000754475
internal_weight=0 0.00922801 0.00808919 0.00670811 0.0053245 0.00401239 0.0029111
internal_count=3910 3469 2758 2529 2299 1639 1021
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=10
num_cat=0
split_feature=484 4 150 124 3 2 4 2 1
split_gain=8.97676e-05 3.24136e-05 4.34685e-05 7.12815e-05 7.46879e-05 8.35522e-05 6.323e-05 4.53245e-05 4.02979e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.090480000000000019 -0.018779999999999995 0.13772500000000001 0.10113500000000002 -0.08422499999999998 0.086915000000000006 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00055736779327194761 -0.00041830955930792269 0.00029258699591398275 -0.00034153090724382124 -0.00028071005646116977 0.00060671228972362132 -0.0004598734246997552 -0.00010371177880924123 0.00058394546101959706 0.00035731547319089188
leaf_weight=0.0010375270795433779 0.0010797157352574957 0.0017263281223106755 0.0012418867709485778 0.001069287087552679 0.0010448124326556396 0.001064775056128074 0.0014700138082444584 0.0011542998689303271 0.0014459269581220922
leaf_count=627 184 447 237 472 74 454 617 615 183
internal_value=0 4.52884e-05 6.81613e-07 5.17079e-05 0.000121714 4.00401e-05 0.000143609 0.000255081 0.000124898
internal_weight=0 0.011297 0.00957072 0.00832883 0.00724912 0.0062043 0.00513953 0.00407024 0.00291594
internal_count=3910 3283 2836 2599 2415 2341 1887 1415 800
is_linear=0
shrinkage=0.00196078


Tree=4840
num_leaves=8
num_cat=0
split_feature=11 43 2 42 13 15 48
split_gain=1.65294e-05 2.4957e-05 7.25596e-05 4.43391e-05 3.4034e-05 5.39736e-05 4.73623e-05
threshold=0.077330000000000024 -0.053009999999999995 0.096540000000000015 0.085195000000000007 -0.09547499999999999 -1.0000000180025095e-35 0.086215000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=-0.014046164627480213 -0.012009154016688528 0.008668336208252447 0.03077581978320721 0.01329243157875123 0.012282168448691492 -0.022227379315876261 -0.013471098596025084
leaf_weight=0.0012728081684578482 0.0010414690103979487 0.0019258849169491461 0.0010011830186678955 0.0011111391363688781 0.0016080127408579698 0.0015610478480444431 0.0012846073798403637
leaf_count=659 279 348 464 579 353 1015 213
internal_value=0 0.00124376 0.008184 -0.00130386 -0.00243888 -0.00724194 0.000845189
internal_weight=0 0.00976468 0.00338513 0.00238395 0.00637955 0.00445367 0.00289262
internal_count=3910 3631 1702 1238 1929 1581 566
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=8
num_cat=0
split_feature=52 0 16 12 2 0 43
split_gain=1.60399e-05 4.20788e-05 5.0894e-05 3.57798e-05 3.74695e-05 5.42254e-05 2.76155e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 0.10214500000000001 0.085155000000000022 -0.13506999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=-0.0097207966092288569 -0.011814454870483387 0.028819900889982493 0.00013682806432430074 -0.01949173955855002 -0.0068113145639000523 0.0041530696425635168 0.026629081751193252
leaf_weight=0.0012551558316846109 0.001802205015973701 0.0011007162496591853 0.0014123602639876962 0.0010917878152453698 0.0019180702957819866 0.0010200885730192082 0.0011778603589686519
leaf_count=104 973 571 515 354 286 776 331
internal_value=0 0.00523181 0.0126999 -0.00285815 0.000210399 0.0054755 0.0161978
internal_weight=0 0.00376823 0.00251308 0.00701001 0.00591822 0.00411602 0.00219795
internal_count=3910 1190 1086 2720 2366 1393 1107
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=9
num_cat=0
split_feature=1 4 50 47 4 3 1 43
split_gain=1.88997e-05 3.29586e-05 2.39549e-05 5.85408e-05 6.05343e-05 4.85551e-05 3.59172e-05 2.91817e-06
threshold=0.076710000000000014 -0.083329999999999987 0.088425000000000017 0.087850000000000025 0.0057500000000000008 0.076695000000000013 0.11167500000000001 -0.0026049999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6 -5
right_child=2 -3 -4 7 6 -7 -8 -9
leaf_value=0.0022125550990683028 0.015943309409041224 -0.017693153390486466 -0.011375268292836501 -0.0049134131408701855 0.03731081976596106 -0.01422347285513704 0.011308199304487301 -0.012463314818508455
leaf_weight=0.0019739438384064004 0.0010049556498864702 0.0014375485039744545 0.0010215695993110192 0.0010028436669826599 0.0010175799680969229 0.0011374461112895994 0.0011114072560084638 0.0010458603638829889
leaf_count=454 520 1554 440 170 158 193 317 104
internal_value=0 -0.00617539 0.00283257 0.0051291 0.0117944 -7.28692e-05 0.0237365 -0.00876763
internal_weight=0 0.00341149 0.00734166 0.00632009 0.00427139 0.0021424 0.00212899 0.0020487
internal_count=3910 2008 1902 1462 1188 713 475 274
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=10
num_cat=0
split_feature=484 1 48 52 42 0 49 1 4
split_gain=9.64166e-05 4.45882e-05 5.90502e-05 6.06223e-05 6.4981e-05 6.34983e-05 8.20383e-05 6.41812e-05 6.4019e-05
threshold=-1.0000000180025095e-35 0.13385500000000003 0.11379500000000002 0.11401500000000002 -1.0000000180025095e-35 -0.074249999999999997 -0.047894999999999993 0.088495000000000018 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -7
right_child=1 -3 -4 -5 5 8 7 -9 -10
leaf_value=-0.00057462187074397105 -0.00025807402958957055 0.00043904902700447402 -0.00043340037584022186 -0.0003988120988898675 0.0004210357891872648 0.00013898923862386856 0.00016401425347542523 -0.00041476285157194897 0.00076562158697072037
leaf_weight=0.0010568154023332518 0.0015191554282310829 0.0010036216791484915 0.0010556129419125255 0.0010096045124391882 0.0015092874991414879 0.001310014469930872 0.0013984422810903469 0.0015565027909474082 0.0012019187860204386
leaf_count=627 843 262 119 462 224 188 552 263 370
internal_value=0 4.41001e-05 6.56612e-06 5.54286e-05 0.000109412 0.000189437 4.91124e-05 -0.000140854 0.000438823
internal_weight=0 0.0115642 0.0105605 0.00950493 0.00849532 0.00697617 0.00446423 0.00295495 0.00251193
internal_count=3910 3283 3021 2902 2440 1597 1039 815 558
is_linear=0
shrinkage=0.00196078


Tree=4844
num_leaves=8
num_cat=0
split_feature=4 42 0 4 4 48 16
split_gain=1.54459e-05 2.80407e-05 3.44498e-05 7.44833e-05 5.47867e-05 4.87104e-05 8.07692e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 0.080255000000000007 0.0057500000000000008 0.086215000000000014 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.025098710604278027 0.0091339066764915215 -0.016295591672997833 0.012283431490738385 -0.025654124213698216 0.018937189062048533 -0.02258084464604538 -0.011430186451439735
leaf_weight=0.0010067469410991658 0.0015716653113562818 0.0011368330827513052 0.0018921592534218868 0.0011866980082975006 0.001407088418152398 0.0010398982536891266 0.0015179871034311913
leaf_count=484 441 711 288 213 265 341 1167
internal_value=0 -0.00159405 0.000481978 -0.00314399 0.00222895 -0.0043664 0.00313584
internal_weight=0 0.00918741 0.00805058 0.00615842 0.00497172 0.00356463 0.00252473
internal_count=3910 3469 2758 2470 2257 1992 1651
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=8
num_cat=0
split_feature=1 3 12 150 4 4 16
split_gain=1.78905e-05 3.68579e-05 5.39064e-05 2.77335e-05 0.000105461 6.0686e-05 3.40079e-05
threshold=0.10786000000000001 0.11265500000000002 0.09258000000000001 0.084800000000000014 -1.0000000180025095e-35 -0.08422499999999998 0.13514000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.021697638936123694 0.03113156739716276 -0.0056265176082705573 -0.0013653155808852958 0.01027635380556307 -0.027784334668731633 0.015948848623620573 0.0026026382971846779
leaf_weight=0.0010458652963506059 0.0010022285477761881 0.0016175544511466411 0.0010402978077409704 0.0012926802084219742 0.0015970429249352047 0.0018497431068576057 0.0012816790411895752
leaf_count=508 303 246 203 303 643 1499 205
internal_value=0 0.00564999 0.0145803 -0.0029637 -0.00592771 0.00242842 -0.00831652
internal_weight=0 0.00366008 0.00204253 0.00706701 0.00577433 0.00417729 0.00232754
internal_count=3910 752 506 3158 2855 2212 713
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=9
num_cat=0
split_feature=4 1 12 4 1 12 52 0
split_gain=1.62879e-05 6.45797e-05 2.96823e-05 3.73434e-05 6.94094e-05 5.88715e-05 9.03689e-05 9.42139e-05
threshold=0.24280000000000004 0.11198000000000001 0.10129000000000001 0.055260000000000011 0.095575000000000007 0.088325000000000015 0.0033900000000000002 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0017546317582486635 -0.0097753834612811299 0.023686862502856527 -0.018159055729225913 -0.016715957070726917 0.0198030038390202 0.01452552185156929 0.012880761850873047 -0.04394329857718382
leaf_weight=0.0010622637718419696 0.0011226698757642961 0.0011860626491442493 0.0010087563731427775 0.0011167493353787823 0.0017856692483580183 0.0012880336309971561 0.0010698486548603226 0.001055065873532793
leaf_count=114 196 353 428 270 477 892 511 669
internal_value=0 0.00741514 -0.00207015 0.00012971 0.00313446 -0.00351651 -0.0108078 -0.0227773
internal_weight=0 0.00230873 0.00838639 0.00737763 0.00626088 0.00447521 0.00318718 0.00211733
internal_count=3910 549 3361 2933 2663 2186 1294 783
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=10
num_cat=0
split_feature=484 4 0 1 0 2 0 48 12
split_gain=0.000101928 6.28976e-05 7.42823e-05 0.000107903 6.41237e-05 5.82217e-05 0.000138187 0.000112118 0.000104801
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.083674999999999986 1.0000000180025095e-35 -0.15007499999999999 0.085790000000000019 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 7 -7 -5
right_child=1 2 -4 5 -6 6 -8 -9 -10
leaf_value=-0.00058393426468217292 -0.00042900611123759379 -0.00068540645435334938 0.00057213097947467976 -0.00036542314547622615 -2.6806774492408219e-05 0.00043331017741836023 0.00078100696393892737 -0.00031090945313541277 0.00038750953515598617
leaf_weight=0.0010947407979770918 0.0010015617926134339 0.0010945518928791816 0.001081637307049888 0.0018096568438596763 0.0011823339936295461 0.00150893271026269 0.0014568832191691377 0.0016072580505883567 0.0011704304350138358
leaf_count=627 151 793 152 608 737 183 386 115 158
internal_value=0 4.12547e-05 8.4419e-05 3.07542e-05 -0.000343411 0.000143546 0.000282515 4.94592e-05 -6.97085e-05
internal_weight=0 0.0119132 0.0109117 0.00983005 0.00227689 0.00755316 0.00457307 0.00311619 0.00298009
internal_count=3910 3283 3132 2980 1530 1450 684 298 766
is_linear=0
shrinkage=0.00196078


Tree=4848
num_leaves=8
num_cat=0
split_feature=11 43 2 13 15 48 42
split_gain=1.68709e-05 2.30159e-05 6.1193e-05 3.48839e-05 4.64335e-05 4.21976e-05 3.37661e-05
threshold=0.077330000000000024 -0.053009999999999995 0.093815000000000009 -0.09547499999999999 -1.0000000180025095e-35 0.086215000000000014 0.085195000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.012434568860415633 -0.012196745259763175 0.0089986123109921275 0.027570199483749287 0.011235502486051445 -0.021176337388028613 -0.013211529035560469 0.012055570945682719
leaf_weight=0.0012438062750490236 0.001030202760574926 0.0019085830404540613 0.0010791353217173829 0.0015863605308959789 0.0015418338643503598 0.0012723360835085883 0.0010285349255499581
leaf_count=635 279 348 539 353 1015 213 528
internal_value=0 0.00126531 0.00796227 -0.0022922 -0.00718921 0.000354725 -0.00134954
internal_weight=0 0.00966059 0.00335148 0.00630911 0.00440053 0.0028587 0.00227234
internal_count=3910 3631 1702 1929 1581 566 1163
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=8
num_cat=0
split_feature=157 160 133 2 16 13 15
split_gain=1.55237e-05 4.84461e-05 6.75442e-05 3.09933e-05 6.82435e-05 5.65111e-05 3.76292e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.25582999999999995 1.0000000180025095e-35 -0.076594999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.011126560987520968 -0.018312442218449125 -0.021774777476713553 0.029750683277580417 -0.0073272770951772759 -0.003746255219844698 -0.016306051299424289 0.018526668291945419
leaf_weight=0.0011168886043588589 0.0014289794541972713 0.0010685378762580943 0.0012046803760152915 0.0015419163566746151 0.0012577567942756156 0.0011364645248363374 0.0019110238421880786
leaf_count=517 856 847 204 352 274 304 556
internal_value=0 -0.00133323 0.00165468 0.00520485 0.00871189 0.00282487 0.00968607
internal_weight=0 0.00954936 0.00812038 0.00705184 0.00550993 0.00430525 0.00316878
internal_count=3910 3393 2537 1690 1338 1134 830
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=8
num_cat=0
split_feature=484 1 49 52 15 2 3
split_gain=1.55349e-05 4.18428e-05 4.51425e-05 5.16366e-05 5.78988e-05 8.03417e-05 2.92238e-05
threshold=0.085515000000000022 0.12263000000000002 -0.047894999999999993 -0.069134999999999988 -0.11399999999999998 0.10113500000000002 -0.084014999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.0087936264051705435 0.010395324609958472 0.01324577179478968 -0.028655870694207653 -0.02524305928525368 0.02370910341107792 -0.021815915051577262 0.0022639134049260035
leaf_weight=0.0019289064541923567 0.0012610866333940237 0.0016098632396548103 0.001074295051787238 0.0010400509036669224 0.0010497069810945356 0.0010613151528933093 0.0016101574794873362
leaf_count=379 437 333 675 259 641 256 930
internal_value=0 -0.00142663 -0.00446878 -0.00885261 -0.00438432 0.00144559 0.0107272
internal_weight=0 0.0093743 0.00776443 0.00583553 0.00476123 0.00372118 0.00265986
internal_count=3910 3473 3140 2761 2086 1827 1571
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 51 2 151 42
split_gain=7.31401e-05 5.76459e-05 9.39489e-05 5.60571e-05 5.36024e-05 9.24516e-05 8.26159e-05 0.000127928 5.13918e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.09021499999999999 0.087995000000000004 -0.0088999999999999982 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00050089662401797046 -0.00040581496478994867 -0.00052349008702247087 0.00062698805690816848 0.00066826104477302379 -0.00022219423867636545 -0.0002802868190440866 -0.00023030201001123727 0.00059216321660449057 7.2674242449958983e-05
leaf_weight=0.0010426422321032297 0.0010159563804791561 0.0012153017365020909 0.0010957800103548994 0.0012211032691021601 0.0015492703394375772 0.0017164880515481854 0.0012232382980359945 0.0017926282559239935 0.0010246513795256142
leaf_count=627 151 799 152 141 472 396 159 282 731
internal_value=0 4.07865e-05 8.26492e-05 2.14263e-05 0.000102694 0.000187239 6.31198e-05 0.000258571 -0.000250779
internal_weight=0 0.0118544 0.0108385 0.00974268 0.00750273 0.00595346 0.00473235 0.00301587 0.00223995
internal_count=3910 3283 3132 2980 1450 978 837 441 1530
is_linear=0
shrinkage=0.00196078


Tree=4852
num_leaves=11
num_cat=0
split_feature=484 474 0 1 15 12 15 3 2 151
split_gain=0.000191363 4.40128e-05 6.03075e-05 0.000133923 8.87442e-05 0.00010555 0.000102629 7.61744e-05 0.000145416 0.000196187
threshold=-0.0043499999999999988 0.084655000000000022 -0.084304999999999977 0.083065000000000014 -0.015439999999999997 0.086865000000000012 0.085120000000000015 0.12046500000000002 0.087995000000000004 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 -5 -10
right_child=1 -3 4 7 5 6 -8 -9 9 -11
leaf_value=-0.00081503942340667467 -0.00073571245316213013 0.0004571171629607097 0.00057787860334951899 -0.00028582551543061217 -0.0003829861086571765 -0.00012259965793082357 0.00070502985104920976 -0.00042693606743749238 -8.8966250673430745e-05 0.0011102530373777088
leaf_weight=0.0010149521589869299 0.0010548991009370276 0.0010391173260145973 0.0015633565699674393 0.0015388509563994159 0.0014945568977479747 0.0011666518417039291 0.0011378962445156562 0.0010528401883340786 0.0010540222817128631 0.0010439623881464133
leaf_count=612 755 318 518 244 273 154 663 129 111 133
internal_value=0 7.12245e-05 3.51223e-05 -0.000104473 0.000184664 2.28541e-05 0.000286052 3.75189e-05 0.000171976 0.000507768
internal_weight=0 0.0121462 0.011107 0.00574457 0.00536246 0.0037991 0.00230455 0.00468968 0.00363684 0.00209798
internal_count=3910 3298 2980 1372 1608 1090 817 617 488 244
is_linear=0
shrinkage=0.00196078


Tree=4853
num_leaves=10
num_cat=0
split_feature=484 159 42 15 15 15 15 16 0
split_gain=7.33049e-05 4.65184e-05 5.53979e-05 6.21739e-05 0.00014803 9.50738e-05 7.69062e-05 9.6523e-05 5.4289e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 -1.0000000180025095e-35 -0.095799999999999982 -0.021529999999999997 -0.15202999999999997 0.090325000000000003 -0.006474999999999999 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 -4 7 -6 -5
right_child=1 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.00049264319741909048 -0.00029749437810690953 0.00037938319320669696 0.00024014847894164113 0.00027727445364939842 -0.00070523080743483942 -0.0005474336381341711 0.00034764226677184344 5.5837141364660782e-05 0.00091712671345282545
leaf_weight=0.0010808012783054015 0.0019973979616782359 0.0013785052033465006 0.0010501373931300401 0.0010059937488937935 0.0010360770261752617 0.0013428185693117993 0.001284986685870015 0.0016788295789178849 0.0010336366083414832
leaf_count=627 900 394 233 175 394 166 445 248 328
internal_value=0 4.08648e-05 -3.87679e-06 6.56723e-05 0.000171652 -0.000201807 -4.75554e-05 -0.000234606 0.000601537
internal_weight=0 0.0118084 0.0104299 0.00843248 0.00603952 0.00239296 0.00399989 0.00271491 0.00203963
internal_count=3910 3283 2889 1989 1590 399 1087 642 503
is_linear=0
shrinkage=0.00196078


Tree=4854
num_leaves=10
num_cat=0
split_feature=484 474 52 12 160 42 151 12 2
split_gain=0.000188414 4.79012e-05 6.65215e-05 9.50151e-05 7.18099e-05 5.18287e-05 5.62009e-05 0.000100188 7.98143e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.085185000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.095295000000000019 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 -8
right_child=1 -3 4 -5 5 6 7 -9 -10
leaf_value=-0.00081894094508716206 -4.2403651323565747e-05 0.00046961325087851975 -0.00053409473503669973 0.00069651605110932738 -0.00035449977265873992 -0.00030249119897776146 5.698269703580984e-05 -0.00028280371749818254 0.00065403540065250333
leaf_weight=0.0010141644206375531 0.00148450545770787 0.0010112252917697856 0.001084327080805963 0.0012179749865417126 0.0012557046128113536 0.0011618224320219459 0.001729275787272238 0.0013106190066524501 0.0017140925483355982
leaf_count=612 298 318 547 362 685 178 478 214 218
internal_value=0 6.12824e-05 2.36019e-05 0.000290618 -6.38037e-05 7.3039e-06 8.41013e-05 0.00017858 0.000354193
internal_weight=0 0.0119695 0.0109583 0.00270248 0.00825584 0.00717151 0.00591581 0.00475399 0.00344337
internal_count=3910 3298 2980 660 2320 1773 1088 910 696
is_linear=0
shrinkage=0.00196078


Tree=4855
num_leaves=10
num_cat=0
split_feature=484 4 150 12 4 3 42 13 3
split_gain=7.35693e-05 4.72052e-05 6.81511e-05 7.84536e-05 7.48951e-05 6.31071e-05 9.36061e-05 5.58949e-05 9.7318e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.090480000000000019 -0.036459999999999992 -0.032604999999999995 0.0066850000000000008 0.088235000000000022 -0.09547499999999999 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -5 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.00050237906221946586 -0.00043031803453660752 0.000339386588708103 -0.00044260512179023225 0.00027748743275726669 -0.00028705655285788615 0.00065207217239183525 0.00054647593182132717 9.5826956273515018e-05 -0.00067773728513681355
leaf_weight=0.0010459180440361314 0.0011288249412967468 0.0017289908504233712 0.0012347592111585015 0.0012344795685213842 0.0010741299113569941 0.0014139419657399621 0.0010004356078793469 0.0014828949390721933 0.0010811040381365877
leaf_count=627 249 447 237 118 487 99 205 515 926
internal_value=0 4.10254e-05 -1.24288e-05 5.06862e-05 0.000125198 0.000332627 0.000114905 -6.53026e-05 -0.000230345
internal_weight=0 0.0113796 0.00965057 0.00841581 0.00728699 0.00348851 0.00207457 0.00379848 0.002564
internal_count=3910 3283 2836 2599 2350 791 692 1559 1441
is_linear=0
shrinkage=0.00196078


Tree=4856
num_leaves=8
num_cat=0
split_feature=4 42 49 160 160 0 16
split_gain=1.59326e-05 2.55129e-05 3.37844e-05 9.02346e-05 3.42157e-05 5.09437e-05 8.16168e-05
threshold=0.27608500000000008 0.091955000000000023 -0.00064499999999999985 0.069910000000000014 -0.026849999999999995 -0.10783 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=-0.028581475773814542 0.0092398869229883048 -0.01558330989407393 0.020346084223817493 0.0093452223208047632 -0.018636273907352643 0.022559738565742865 -0.0084466797349415593
leaf_weight=0.0012319086893269138 0.0015811659244396323 0.001146580207240829 0.0011179309388386575 0.0012781899706304507 0.0010365171090654731 0.0016586773365104951 0.0017389774246742368
leaf_count=406 441 711 535 224 195 962 436
internal_value=0 -0.00162593 0.000359039 -0.00926848 0.00471163 0.000769913 0.00669013
internal_weight=0 0.00920878 0.0080622 0.0025101 0.0055521 0.00443417 0.00339765
internal_count=3910 3469 2758 630 2128 1593 1398
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=10
num_cat=0
split_feature=484 133 484 150 52 3 12 2 52
split_gain=0.000102038 3.34115e-05 5.70104e-05 6.11131e-05 0.000109386 6.3618e-05 7.30917e-05 9.98576e-05 4.77975e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 0.090695000000000012 -0.060039999999999989 0.11265500000000002 0.094045000000000004 0.085155000000000022 -0.11271999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00060120072410634235 0.00027931788480854139 -0.00028627717725187223 -0.00035791429961376503 -0.00026586013999406385 -0.00010102743126458462 -0.00033065793650319481 -0.00030056064403909621 0.00058892740018183769 0.00085046542405892319
leaf_weight=0.0010314139585064159 0.0011604394211164053 0.0010726385937894168 0.0010393109263446753 0.0013092897981926725 0.001382566312399238 0.0013220693457407203 0.0010118678480303643 0.0019355572155622335 0.0010948177417637122
leaf_count=627 443 516 327 259 548 128 282 525 255
internal_value=0 4.2992e-05 7.74293e-05 0.000126521 0.000191491 4.58143e-05 0.000160762 0.000301443 0.000556582
internal_weight=0 0.0113286 0.0102559 0.00921661 0.00790732 0.00565206 0.00432999 0.00331812 0.00225526
internal_count=3910 3283 2767 2440 2181 1483 1355 1073 698
is_linear=0
shrinkage=0.00196078


Tree=4858
num_leaves=9
num_cat=0
split_feature=1 1 15 0 151 0 15 52
split_gain=1.69564e-05 3.52482e-05 6.23958e-05 5.6683e-05 2.81298e-05 8.0332e-05 6.61248e-05 4.04272e-05
threshold=0.10386500000000001 0.11097000000000001 -0.038029999999999987 -0.14070999999999997 -0.0074049999999999993 -0.10209999999999998 0.085120000000000015 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=0.0085743764447824954 0.020904637537114235 -0.027400106569126809 0.019864432316716082 0.0049964608807851188 -0.029682082460086436 -0.017997441599572044 0.021679459769642945 0.0065183529844379737
leaf_weight=0.0015410336402436149 0.0010372735352039307 0.0010016163697500685 0.0010386163041214607 0.0011720502527876181 0.0011800956472461459 0.0016308293633479497 0.0010398997132271058 0.0011448231298728313
leaf_count=480 221 109 142 423 334 977 1019 205
internal_value=0 0.00487746 -0.000297847 -0.00993174 -0.00323684 -0.00688031 0.000171946 -0.00788586
internal_weight=0 0.00424956 0.00321228 0.00217367 0.00653668 0.00499565 0.00381555 0.00277565
internal_count=3910 895 674 532 3015 2535 2201 1182
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=10
num_cat=0
split_feature=484 159 42 51 15 15 13 13 15
split_gain=9.79314e-05 6.57304e-05 7.47845e-05 6.73492e-05 7.48585e-05 0.000109347 6.31469e-05 6.61639e-05 4.8293e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.090359999999999982 -0.025709999999999997 -0.095799999999999982 -0.021529999999999997 0.0015650000000000002 -0.09547499999999999 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 -6 7 -7 -5
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.00056874352577010511 -0.00046202715053560118 0.0004049025596012075 -0.00041740870866262812 0.00014004171792587273 0.00064553846251032406 0.00019494857463797709 0.00045435940536075683 -0.00041250301804409122 -0.00043138889727771241
leaf_weight=0.0010806760886674155 0.0012449335567045515 0.0016981790493763348 0.001042327911823686 0.0010046855706269424 0.0017294259373458326 0.0013933833949854174 0.0010765846165949715 0.0013644336129091739 0.001310049807976766
leaf_count=627 324 522 413 261 394 109 209 892 159
internal_value=0 4.78133e-05 -1.18377e-05 5.09874e-05 0.000112956 0.000236235 5.16277e-05 -0.000105589 -0.000183366
internal_weight=0 0.011864 0.0101658 0.00892089 0.00787856 0.00556383 0.0038344 0.00275782 0.00231474
internal_count=3910 3283 2761 2437 2024 1604 1210 1001 420
is_linear=0
shrinkage=0.00196078


Tree=4860
num_leaves=8
num_cat=0
split_feature=4 2 15 49 47 51 43
split_gain=1.74809e-05 4.65551e-05 4.25773e-05 5.62477e-05 9.14229e-05 9.84161e-05 4.13656e-05
threshold=-0.034289999999999994 0.106285 -0.017214999999999998 1.0000000180025095e-35 0.09252500000000001 0.084305000000000019 -0.083684999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.0036475102090892126 0.032613596478098854 0.01146679544293382 0.016818725032897493 -0.021618665098068306 -0.016523910871645415 -0.0070364132852562232 -0.021218123123624966
leaf_weight=0.0010574011390024945 0.0014351010337757841 0.0011846733237932706 0.0016906843630648963 0.0010909571639076193 0.0013963358295305687 0.0011103581970316376 0.0018214789209878353
leaf_count=358 565 256 429 680 234 173 1215
internal_value=0 -0.00521885 0.0030889 -0.00152344 0.00403825 0.0153178 -0.0120851
internal_weight=0 0.00406355 0.00672344 0.00503275 0.0039418 0.00254546 0.00287888
internal_count=3910 1829 2081 1652 972 738 1573
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=9
num_cat=0
split_feature=484 133 150 3 48 2 4 12
split_gain=9.70374e-05 3.96364e-05 5.45568e-05 0.000108633 9.99611e-05 6.24652e-05 4.6826e-05 8.33322e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.090695000000000012 0.090325000000000003 0.084260000000000015 0.10836000000000003 0.070230000000000015 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.00059312291977260114 0.00032194616383761539 -0.00032011479761170187 -0.00028931340817609088 0.0001418825938101005 0.00075666290999614437 -0.00045055117316759814 0.00046155619897145792 -0.00029060916828668347
leaf_weight=0.0010089363225848818 0.001775307657899264 0.0010550323997394204 0.0013416328778018396 0.0012334126819477822 0.0013307028733887975 0.0015368423211781037 0.0013245752567496803 0.0016450558417814062
leaf_count=627 273 516 313 149 355 169 281 1227
internal_value=0 4.16662e-05 7.91326e-05 0.000135014 0.000281739 -0.000186779 0.000148548 2.73319e-05
internal_weight=0 0.0112426 0.0101875 0.0088459 0.00607564 0.00277026 0.00474494 0.00342036
internal_count=3910 3283 2767 2454 2136 318 1781 1500
is_linear=0
shrinkage=0.00196078


Tree=4862
num_leaves=10
num_cat=0
split_feature=484 1 52 0 3 0 15 2 13
split_gain=8.77435e-05 3.37871e-05 7.09009e-05 9.37184e-05 7.86251e-05 0.000114792 0.000101382 9.36637e-05 6.46583e-05
threshold=-1.0000000180025095e-35 0.13385500000000003 0.11401500000000002 -0.06402999999999999 0.12046500000000002 -0.10575999999999998 -0.087539999999999993 0.08400500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -5
right_child=1 -3 -4 8 -6 7 -8 -9 -10
leaf_value=-0.00054850914915532674 1.1657840614986391e-05 0.00038732239173212894 -0.0004569698709819813 0.00065791428994409088 -0.00054840146198583404 -0.00065187044523090177 0.00073029609070845644 8.266346858750535e-05 4.0818336488292194e-05
leaf_weight=0.0010520503480562103 0.001993016490737208 0.0010001108709258343 0.0011172890030747709 0.0014477900669165756 0.0010517888580889641 0.0012710938509374842 0.0012147769076786895 0.0014053732438993657 0.0011888351943571468
leaf_count=627 236 262 486 207 95 556 172 1010 259
internal_value=0 4.26866e-05 1.04438e-05 6.49987e-05 -5.46185e-05 3.36432e-05 0.000283803 -0.000266178 0.00037967
internal_weight=0 0.0116901 0.01069 0.00957267 0.00693605 0.00588426 0.00320779 0.00267647 0.00263663
internal_count=3910 3283 3021 2535 2069 1974 408 1566 466
is_linear=0
shrinkage=0.00196078


Tree=4863
num_leaves=8
num_cat=0
split_feature=4 15 457 3 52 52 2
split_gain=1.70078e-05 6.00976e-05 2.75442e-05 5.76702e-05 6.00905e-05 5.21036e-05 7.18839e-05
threshold=0.24280000000000004 -0.14487999999999998 0.084485000000000018 -0.078884999999999997 0.071660000000000015 -0.062489999999999997 0.10362500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=-0.026719163374098038 0.022606593649006263 -0.0095618725556247761 -0.015240400989602882 0.020197566331004252 0.005581743509771345 0.010588580817597185 -0.021315233646186853
leaf_weight=0.0013108048879589746 0.0012377967969590695 0.0010940955432853564 0.0013477386536862373 0.0017794904831727656 0.0010273211138251991 0.0018819162432950393 0.0011304611401384177
leaf_count=1148 348 201 231 424 744 601 213
internal_value=0 0.00751354 -0.00212997 0.000348218 -0.0125269 0.00663043 -0.00138403
internal_weight=0 0.00233189 0.00847773 0.00712999 0.00233813 0.00479187 0.00301238
internal_count=3910 549 3361 3130 1892 1238 814
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=10
num_cat=0
split_feature=484 42 43 3 16 16 51 12 1
split_gain=9.76882e-05 4.62984e-05 4.81523e-05 9.89592e-05 5.93455e-05 5.96021e-05 8.27722e-05 5.00883e-05 3.30366e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.15100500000000003 -0.014099999999999998 0.077145000000000005 0.086305000000000007 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 6 7 -4 -2
right_child=1 2 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00058877985871114364 -0.00047895075999779952 6.026992801797593e-06 -0.000443101384463907 0.00075018373651786945 -0.0003498886293606308 0.00051192133547162957 0.00035454498597887676 0.00011701318242177986 1.5221147647762056e-05
leaf_weight=0.0010468805319918525 0.0010242021653593765 0.0016923718661073553 0.0015536609956683437 0.0011565835000603357 0.0014333401233503447 0.0010749956846080929 0.0015278885183789663 0.001014715839773725 0.0010567645619020145
leaf_count=627 811 505 347 465 226 185 187 381 176
internal_value=0 3.67772e-05 9.5061e-05 0.000308131 3.15156e-06 0.000101005 -6.83281e-06 -0.000221811 -0.000227998
internal_weight=0 0.0115345 0.00945356 0.00284896 0.0066046 0.00517126 0.00409627 0.00256838 0.00208097
internal_count=3910 3283 2296 970 1326 1100 915 728 987
is_linear=0
shrinkage=0.00196078


Tree=4865
num_leaves=8
num_cat=0
split_feature=42 51 50 47 1 43 3
split_gain=1.64315e-05 4.50701e-05 3.86012e-05 4.99183e-05 8.48236e-05 6.91859e-05 3.44569e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.07992500000000001 0.08801500000000001 0.10937500000000001 -0.073139999999999983 0.096385000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.0087547732167501339 -0.014974531147259239 0.024847061655789579 -0.013234743689850496 -0.0098689862025155579 0.037032173336394338 -0.011572239888819513 0.010799058907325916
leaf_weight=0.0018089692939982473 0.0013749771586351652 0.001281023400714286 0.0010373410673807796 0.0013201396222080868 0.0010685577283860012 0.0018035418901729008 0.0011135821043756211
leaf_count=1060 521 432 514 219 364 725 75
internal_value=0 0.00168997 0.00469531 0.00751906 0.0118775 0.00547486 -0.00303223
internal_weight=0 0.00899916 0.00762419 0.00658684 0.00526671 0.00419815 0.00291712
internal_count=3910 2850 2329 1815 1596 1232 800
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=10
num_cat=0
split_feature=484 15 12 52 151 12 48 2 4
split_gain=9.74656e-05 4.93131e-05 0.000108876 6.59709e-05 7.63026e-05 0.000109323 0.000109509 6.05678e-05 5.60604e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.081429999999999989 -0.044604999999999992 0.093870000000000023 0.091555000000000011 0.091985000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 6 8 -2 -6
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00058431738841089416 0.00013815774634308033 -0.00062006760915230756 0.00014646479216941585 -0.00043837942350432999 0.00039796050847062031 -0.00037992221846302879 0.00079408865587877141 0.00076252186068282823 -0.00019552795309554818
leaf_weight=0.0010114055351925872 0.0014404357010784677 0.0012077775459095629 0.0017369568121117424 0.0011494039065812825 0.0010841502710893158 0.0012390463331362206 0.0011523748900693319 0.001020574944713895 0.0014048277996954531
leaf_count=627 324 420 931 274 176 234 128 375 421
internal_value=0 5.07151e-05 -0.000167927 0.000126543 1.61261e-05 0.000123169 0.000294356 0.00039708 6.2984e-05
internal_weight=0 0.0114355 0.00294473 0.00849081 0.0060298 0.0048804 0.00364135 0.00246101 0.00248898
internal_count=3910 3283 1351 1932 1233 959 725 699 597
is_linear=0
shrinkage=0.00196078


Tree=4867
num_leaves=8
num_cat=0
split_feature=11 49 52 13 1 43 0
split_gain=1.52511e-05 2.47017e-05 4.43898e-05 7.2036e-05 3.88322e-05 6.45745e-05 4.8333e-05
threshold=0.077330000000000024 0.093425000000000022 0.086950000000000013 -0.094679999999999986 0.086560000000000012 -0.074254999999999988 -0.17106499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.025984709685776278 -0.011570605550069524 0.015188477238569599 -0.014037590376000551 0.010120898381254748 0.0092254106407790842 -0.0040994783158682926 -0.0333705550702703
leaf_weight=0.0011502417598954779 0.0010383990813764817 0.0011145468379539962 0.0019207420450556836 0.0018979434985194306 0.0014203127672569576 0.0011897085048298284 0.0010727879040278686
leaf_count=249 279 521 942 973 412 105 429
internal_value=0 0.00117645 -0.00062863 0.00319772 -0.00149887 -0.00748715 -0.0179787
internal_weight=0 0.00976628 0.00865174 0.00673099 0.00558075 0.00368281 0.0022625
internal_count=3910 3631 3110 2168 1919 946 534
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=10
num_cat=0
split_feature=484 15 12 42 151 4 15 4 16
split_gain=0.000101739 3.50374e-05 0.000118499 6.69687e-05 7.76472e-05 9.1541e-05 0.000121324 0.000130663 5.00111e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 -0.23071499999999998 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -8 -5
right_child=1 2 -4 8 5 -7 7 -9 -10
leaf_value=-0.00060446644053694547 -0.00025571056297510249 -0.0006160485784752729 0.00019725187786248427 -0.00050077108579040062 -0.00022765182890864874 0.00081662479442717417 4.6762198565271908e-05 0.00099127791988324991 9.9001280905695443e-05
leaf_weight=0.0010090309074741203 0.0011068888354445194 0.0011827989051094575 0.0016490339506048026 0.0010258847208573084 0.0016477090032877067 0.0011043698065635625 0.0012538801858448245 0.0010221556357982876 0.0011159281664666818
leaf_count=627 254 420 931 478 402 234 168 122 274
internal_value=0 4.58149e-05 -0.000142447 0.000110227 0.000214439 0.000317938 0.000177578 0.000470939 -0.000188277
internal_weight=0 0.0111086 0.00283183 0.00827682 0.006135 0.00502811 0.00392374 0.00227604 0.00214181
internal_count=3910 3283 1351 1932 1180 926 692 290 752
is_linear=0
shrinkage=0.00196078


Tree=4869
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.74632e-05 4.26362e-05 2.4452e-05 5.2066e-05 8.71746e-05 7.22821e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.015657872789054353 0.02434786796903202 0.0068038730724265173 -0.0087185116042787641 -0.0071784016188073951 -0.020537868977119213 0.022545564837922558
leaf_weight=0.0019513091407390418 0.0011835845399114043 0.0014906247064326689 0.0014945053480783684 0.0014516046349925542 0.0013522882429230468 0.0018746935016852127
leaf_count=1913 265 95 571 133 409 524
internal_value=0 -0.00593019 0.00269967 0.00561063 0.000870499 0.00957395
internal_weight=0 0.00344193 0.00735668 0.00586217 0.00467859 0.0033263
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=11
num_cat=0
split_feature=484 159 150 124 1 42 1 2 42 15
split_gain=6.44306e-05 4.19429e-05 6.78167e-05 7.67492e-05 8.22683e-05 0.000102833 0.000122884 0.000107303 4.40414e-05 3.91328e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.090695000000000012 -0.018779999999999995 0.12864500000000004 -1.0000000180025095e-35 0.091845000000000024 0.086650000000000019 1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -9 -8
right_child=1 -3 -4 4 -6 6 9 8 -10 -11
leaf_value=-0.00047258150031196787 -0.00044657980152598356 0.00032527420430705274 -0.00041704322532231763 -0.00052602200998737563 0.00062710867463844258 -0.00015663172948965779 -0.00047446177088646916 0.00084782254812983734 0.00031555149145359669 4.7993276354874748e-05
leaf_weight=0.0010347398018925166 0.0010405304186766043 0.0016734578421190209 0.0013609917466537716 0.0010417235862337009 0.0010634971951986967 0.0010175793639988421 0.0011157759531898875 0.0012988455629249496 0.0011070819461745144 0.0010893093515158322
leaf_count=627 180 522 282 755 145 390 84 80 488 357
internal_value=0 3.76882e-05 -9.79546e-06 5.33729e-05 0.000120638 3.98877e-05 0.000144625 0.000377142 0.000602899 -0.00021637
internal_weight=0 0.0118088 0.0101353 0.00877434 0.00773381 0.00667032 0.00562859 0.00342351 0.00240593 0.00220509
internal_count=3910 3283 2761 2479 2299 2154 1399 958 568 441
is_linear=0
shrinkage=0.00196078


Tree=4871
num_leaves=10
num_cat=0
split_feature=11 48 0 42 51 2 16 4 1
split_gain=7.52613e-05 4.25564e-05 0.000147979 6.66338e-05 6.45425e-05 0.000124176 9.06686e-05 7.75891e-05 5.40405e-05
threshold=0.081005000000000008 0.091555000000000011 -0.19631499999999999 0.086325000000000013 0.083165000000000017 0.11260500000000001 0.15100500000000003 -0.012149999999999999 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -5
right_child=-2 2 -4 8 -6 -7 -8 -9 -10
leaf_value=0.00043906452519417994 -0.00051875408251649132 -0.00029072341074142064 0.00068512335749372922 -0.00065301163395540824 -0.00039419622694713728 0.0007014825598546865 -0.00040871532580157949 -0.00011777103975100858 -1.686326772921029e-05
leaf_weight=0.0019518875124577221 0.0010125036506006936 0.0010417338545904986 0.0014008393219244455 0.0010240934805208573 0.0010209469572185917 0.0012149524855576575 0.0014638667365086352 0.0018971696341024966 0.0010295524205936025
leaf_count=792 233 62 382 918 227 223 164 563 346
internal_value=0 3.78469e-05 0.000268934 -2.09346e-05 6.42594e-05 0.000135961 6.63818e-06 0.000164605 -0.000334092
internal_weight=0 0.012045 0.00244257 0.00960247 0.00754882 0.00652788 0.00531292 0.00384906 0.00205365
internal_count=3910 3677 444 3233 1969 1742 1519 1355 1264
is_linear=0
shrinkage=0.00196078


Tree=4872
num_leaves=8
num_cat=0
split_feature=16 15 133 1 48 15 0
split_gain=1.60405e-05 6.31701e-05 3.62119e-05 7.27034e-05 5.99303e-05 5.44035e-05 9.24026e-05
threshold=0.10994000000000002 -0.0039399999999999991 0.083815000000000014 1.0000000180025095e-35 0.086065000000000016 -0.10981499999999998 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.023774289221820639 0.011585883358079228 -0.018198158331495764 0.018292325230385105 -0.0056415565718083219 -0.010124252263827085 0.038426339538568673 -0.00079679358418554246
leaf_weight=0.0011227405941223768 0.0011849016661928675 0.001784646998960981 0.0012014975956029768 0.0012062284217596829 0.0019263070566734918 0.0013039585100094746 0.0011135219613484604
leaf_count=955 403 282 1065 239 270 207 489
internal_value=0 -0.00631381 0.00231101 -0.000566584 0.00412822 0.0117046 0.0203597
internal_weight=0 0.00296955 0.00787425 0.00667276 0.00555002 0.00362371 0.00241748
internal_count=3910 685 3225 2160 1205 935 696
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=10
num_cat=0
split_feature=484 52 52 160 12 3 2 1 3
split_gain=9.11551e-05 3.4939e-05 6.12283e-05 4.87525e-05 4.49986e-05 9.82406e-05 7.28529e-05 7.06394e-05 5.52883e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.087260000000000018 0.086935000000000012 0.11818000000000002 0.084685000000000024 0.077800000000000022 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -6 -8
right_child=1 2 3 -5 7 -7 8 -9 -10
leaf_value=-0.00055396602285209308 -0.00028268564412585679 0.00049794535993758935 -3.4876532077267224e-05 -0.0003705077360981674 -0.00040076870450805711 -0.00027621539955422414 0.00086562692113338754 0.00017016670585141881 0.00027450192433488209
leaf_weight=0.0010549460759471914 0.001110052447040732 0.0012100998188622402 0.0011898691342323371 0.0010424148347201812 0.0015573416787344925 0.0012411811977161768 0.0011650366812377313 0.0017917362637895817 0.0012730388156608613
leaf_count=627 379 279 364 188 824 183 348 517 201
internal_value=0 4.80894e-05 8.31564e-05 2.89553e-05 7.96241e-05 0.000199955 0.000362861 -9.53217e-05 0.000556972
internal_weight=0 0.0115808 0.0104707 0.00926062 0.0082182 0.00486913 0.00362794 0.00334908 0.00243808
internal_count=3910 3283 2904 2625 2437 1096 913 1341 549
is_linear=0
shrinkage=0.00196078


Tree=4874
num_leaves=8
num_cat=0
split_feature=42 51 42 0 1 0 2
split_gain=1.52529e-05 4.67218e-05 4.03898e-05 4.6926e-05 3.7058e-05 7.20583e-05 3.78868e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.091955000000000023 -0.074249999999999997 0.094385000000000011 -0.19631499999999999 0.088820000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0084115656348953318 -0.01537733996114337 -0.018570983113427957 -0.013195966631230287 0.02046086628534801 -0.0084915016410695623 0.0272621160305354 0.0071733043935132317
leaf_weight=0.0018140294049141916 0.0013690023465845426 0.0012578079283479906 0.0010847774581336346 0.0019883802263266559 0.0010278635434484429 0.0012482571573244916 0.0010478820178064126
leaf_count=1060 521 645 716 337 108 251 272
internal_value=0 0.00163761 0.00468054 0.00763205 0.0020647 0.0111163 -0.00687081
internal_weight=0 0.00902397 0.00765497 0.00657019 0.00458181 0.00227612 0.00230569
internal_count=3910 2850 2329 1613 1276 359 917
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=10
num_cat=0
split_feature=484 0 12 16 15 2 3 151 13
split_gain=7.95502e-05 4.10255e-05 8.87573e-05 7.85001e-05 6.41306e-05 5.76273e-05 0.000135089 0.000107988 5.10754e-05
threshold=-1.0000000180025095e-35 -0.077944999999999987 0.090965000000000018 0.15100500000000003 -0.014614999999999998 0.089910000000000004 0.12046500000000002 -0.0080899999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 8 7 -7 -2
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0005187463594901597 -0.00048597314410321531 0.00050889618609083307 -0.0005214288275483031 0.00035199362384470825 -0.00024017703997526155 3.1172874991933698e-05 -0.00033493122466466481 0.00089992988355089851 8.456227470138403e-05
leaf_weight=0.0010624529853913512 0.001124897668453923 0.0017730320541282001 0.0012760778112766115 0.001142455335143937 0.0018284281192658207 0.0010224689458656006 0.0011289538278981132 0.0011906942689038033 0.0013009246226767389
leaf_count=627 918 725 481 237 214 142 126 265 175
internal_value=0 4.14431e-05 -5.34854e-05 0.000182398 -1.24574e-05 5.00407e-05 0.000217016 0.000498569 -0.000180005
internal_weight=0 0.0117879 0.00704402 0.00474392 0.00297088 0.00576794 0.00334212 0.00221316 0.00242582
internal_count=3910 3283 2107 1176 451 1626 533 407 1093
is_linear=0
shrinkage=0.00196078


Tree=4876
num_leaves=9
num_cat=0
split_feature=52 13 3 4 12 16 4 52
split_gain=1.64672e-05 5.98339e-05 5.68883e-05 5.6003e-05 3.61872e-05 5.50079e-05 3.15923e-05 6.27964e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11265500000000002 0.24280000000000004 0.086935000000000012 0.011450000000000002 0.0057500000000000008 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.02275347670796686 -0.0098874685439396121 -0.016252099612090072 -0.023528993445409943 0.02130629654927697 -0.029243691280660313 0.0031714531679536539 0.017913566877050448 0.013712240680287506
leaf_weight=0.0011605580937749113 0.0014690634206359432 0.0014919542435585615 0.0010261690468975982 0.0012052955709057674 0.0010395149170492823 0.001054656057277722 0.0010808687932580062 0.0013165914131227242
leaf_count=169 647 633 110 302 1047 438 138 426
internal_value=0 0.00149923 -0.00150341 0.00164061 -0.00232072 -0.0129189 0.00338566 -0.0022054
internal_weight=0 0.00937561 0.00821505 0.00718888 0.00598359 0.00209417 0.00388941 0.00280855
internal_count=3910 3263 3094 2984 2682 1485 1197 1059
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=8
num_cat=0
split_feature=157 160 133 133 42 15 48
split_gain=1.78077e-05 4.88865e-05 5.56638e-05 3.14301e-05 6.03e-05 3.78789e-05 6.25212e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.094185000000000005 0.088115000000000013 -0.0039399999999999991 0.087035000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.011865655548271573 -0.018363944721868603 -0.019567781984195207 0.024454197668827879 -0.0112675658208908 0.026074484922161925 -0.0095580229545008388 -0.0044558344059937947
leaf_weight=0.0011255710591301484 0.0014486386306552411 0.0010832954976177306 0.0013974127005452783 0.0010451591236629778 0.0013587495131831299 0.0017404602183607705 0.0016097793487171957
leaf_count=517 856 847 320 512 277 354 227
internal_value=0 -0.00142343 0.00155667 0.00475653 0.00749918 0.00218304 0.00897837
internal_weight=0 0.0096835 0.00823486 0.00715156 0.0061064 0.00474765 0.00300719
internal_count=3910 3393 2537 1690 1178 901 547
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=11
num_cat=0
split_feature=484 159 150 124 1 1 3 3 1 16
split_gain=6.11998e-05 3.57302e-05 5.11115e-05 6.2826e-05 9.67132e-05 8.11853e-05 0.000119876 0.000106998 4.6942e-05 1.66229e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 0.090695000000000012 -0.018779999999999995 0.12864500000000004 0.091845000000000024 0.084925000000000014 -0.082139999999999977 0.10752500000000002 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -7 -5
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11
leaf_value=-0.00045826155442534587 -0.00038920085898344392 0.00033905933681201795 -0.00036458679264925913 7.7997220527012862e-05 0.00066969010827078103 -0.00055517832168126542 0.0007315248367143869 -0.00051596481698910413 -1.417369551026274e-05 0.0004351797041223886
leaf_weight=0.0010343841881984327 0.0010841481630687782 0.0013523268027357581 0.0012917615091568605 0.0010018011200392551 0.0010447156825579458 0.0010972558441702304 0.0011589186227665693 0.0010505995911606345 0.0014077116192166145 0.0010019556617037561
leaf_count=627 215 394 283 655 146 345 69 734 167 275
internal_value=0 3.96819e-05 -2.49156e-07 5.29476e-05 0.000114697 2.83926e-05 0.000194593 -9.13579e-06 -0.000251151 0.000256602
internal_weight=0 0.0114912 0.0101389 0.00884711 0.00776296 0.00671824 0.00421327 0.00305436 0.00250497 0.00200376
internal_count=3910 3283 2889 2606 2391 2245 1733 1664 512 930
is_linear=0
shrinkage=0.00196078


Tree=4879
num_leaves=9
num_cat=0
split_feature=133 42 160 15 3 1 0 4
split_gain=2.05704e-05 4.45125e-05 3.34682e-05 3.84206e-05 6.08356e-05 4.98921e-05 0.000169887 2.27405e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.078669999999999976 0.094695000000000015 -0.16443499999999997 -0.0072799999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 -6 -7 -3
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=0.012814947648594702 -0.018090992954747961 -0.020653292090076044 -0.017942774024952417 0.020904670968754688 -0.0055563463274088858 -0.0098297289875163233 0.04656830117733099 0.00059589277735493454
leaf_weight=0.0011170878171272236 0.0013881241473513413 0.0010009934690986572 0.0012670800113995118 0.00120477500785191 0.0016791254284579992 0.0011032278045960422 0.0010353756249147903 0.0010136263072958414
leaf_count=604 752 540 459 505 194 108 336 412
internal_value=0 -0.00151567 0.00125504 0.00484801 0.0010436 0.00734506 0.0174746 -0.00996208
internal_weight=0 0.00969233 0.0083042 0.00628958 0.00508481 0.00381773 0.0021386 0.00201462
internal_count=3910 3306 2554 1602 1097 638 444 952
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=10
num_cat=0
split_feature=484 52 133 13 15 4 2 3 43
split_gain=8.23334e-05 4.09735e-05 5.82234e-05 6.37879e-05 7.28607e-05 9.8455e-05 9.24369e-05 0.000100912 3.48371e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 0.10064500000000001 0.00079000000000000012 0.084050000000000014 -0.029114999999999999 0.086915000000000006 0.11818000000000002 -0.24333999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -5
right_child=1 2 -4 8 -6 6 7 -9 -10
leaf_value=-0.00053777402174261604 -0.00032148218756993056 0.00050649427978641693 -0.00036999007836521427 0.00016709022797342939 -0.00042332533163526916 -0.00046445354688628938 0.00044615720836723561 -0.00029910758502002299 0.00066851513022617582
leaf_weight=0.0010346754645820981 0.0010915169449902421 0.0018051144314204307 0.0010069561985584412 0.0010389745594469391 0.0011125047606222373 0.0013483139189222676 0.0017922924408215731 0.0011446361952508579 0.0010932414665261059
leaf_count=627 379 266 471 109 674 408 507 146 323
internal_value=0 3.98265e-05 7.79597e-05 0.000126279 3.80924e-05 0.000122378 -3.9427e-05 0.000155698 0.000424184
internal_weight=0 0.0114336 0.010342 0.00933508 0.00720286 0.00609036 0.00428524 0.00293693 0.00213222
internal_count=3910 3283 2904 2433 2001 1327 1061 653 432
is_linear=0
shrinkage=0.00196078


Tree=4881
num_leaves=8
num_cat=0
split_feature=484 2 4 16 15 42 4
split_gain=2.01157e-05 3.37468e-05 8.56971e-05 8.04823e-05 5.03988e-05 6.00573e-05 9.05468e-05
threshold=0.084225000000000008 0.10946500000000002 -0.08422499999999998 -0.17157499999999998 0.085120000000000015 0.084100000000000022 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -4
right_child=-2 3 4 -5 -6 -7 -8
leaf_value=-0.025345613848648314 0.01141971899422152 -0.011925628798264495 -0.019038936506270625 0.022473027181868128 0.020261556777745368 -0.024424900373761868 0.017262257507383773
leaf_weight=0.0016425019970144009 0.0013426478977134173 0.001197326320047257 0.0011186915459301683 0.0015747369271814614 0.001066196558632119 0.0010739381133446722 0.0017810952297918675
leaf_count=625 470 214 406 461 768 669 297
internal_value=0 -0.00166069 -0.00550866 0.00761535 0.000956165 -0.0042237 0.00325784
internal_weight=0 0.00945449 0.00668242 0.00277206 0.00503992 0.00397372 0.00289979
internal_count=3910 3440 2765 675 2140 1372 703
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=9
num_cat=0
split_feature=47 52 4 4 49 42 15 52
split_gain=1.89319e-05 4.85122e-05 4.80621e-05 6.80405e-05 6.52279e-05 6.24336e-05 6.08326e-05 3.67575e-05
threshold=0.11669500000000001 0.11401500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.045004999999999996 0.078965000000000021 0.014775000000000002 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.012599095677017631 -0.01239488369704491 -0.01792657886842634 0.020302016836970277 0.0052728506278987477 -0.028803166342259275 -0.010745648576483441 -0.0052545578505896369 0.03797157294043866
leaf_weight=0.0013053125022839773 0.0011106746003040182 0.0011455084845253963 0.0014905360688280264 0.0010098758079739568 0.0012658844279976136 0.001358381196372186 0.001056025990761475 0.0010149406836020055
leaf_count=409 179 606 397 116 442 1047 625 89
internal_value=0 0.00139204 0.00399524 0.000528137 -0.0136818 0.00735829 0.0146421 0.0236977
internal_weight=0 0.00964647 0.00850096 0.00701042 0.00227576 0.00473466 0.00337628 0.00232025
internal_count=3910 3731 3125 2728 558 2170 1123 498
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=10
num_cat=0
split_feature=484 3 1 52 3 13 49 49 15
split_gain=6.56836e-05 3.37275e-05 4.57717e-05 8.1693e-05 6.47332e-05 6.36375e-05 6.16501e-05 5.71815e-05 2.85112e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.088010000000000019 0.086950000000000013 -0.074234999999999982 -1.0000000180025095e-35 0.073145000000000016 -0.047309999999999998 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 -6 -9
right_child=1 2 4 -5 6 -7 -8 8 -10
leaf_value=-0.00048300122583614074 0.00026390664244165126 -0.0002509032670518545 0.00048905109138781973 -0.0006042781559819154 0.00022996393602103731 0.00037227394583083933 0.00040882430792599076 -8.9156176835591903e-05 -0.00052280948821185403
leaf_weight=0.0010428799370040412 0.0019776411829309443 0.0014886793593321536 0.0012441147155577313 0.001212088044491748 0.0010809686705966076 0.0010922611286133632 0.001008398501599111 0.0011169681268667448 0.0012190717603309921
leaf_count=627 362 794 387 716 222 206 133 262 201
internal_value=0 3.10249e-05 -1.76466e-05 -0.000184373 9.38969e-05 1.2827e-05 -1.71928e-05 -0.000142915 -0.00031546
internal_weight=0 0.0114402 0.00946255 0.00379303 0.00566952 0.00258094 0.00442541 0.00341701 0.00233604
internal_count=3910 3283 2921 1716 1205 1000 818 685 463
is_linear=0
shrinkage=0.00196078


Tree=4884
num_leaves=8
num_cat=0
split_feature=133 42 51 12 16 52 1
split_gain=1.63374e-05 4.09941e-05 3.21954e-05 4.40718e-05 5.21729e-05 9.23615e-05 6.6667e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.07742499999999998 0.095295000000000019 -0.19424999999999998 0.067395000000000024 0.093245000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.011453003535682444 -0.017255939442127801 -0.01293184795390874 -0.0063451028446432425 -0.011615139257426507 -0.0098181301847622294 0.036553478516857522 0.02350545037867232
leaf_weight=0.0011096600685627676 0.0013886753639868231 0.0013303852014974965 0.0017154288651323496 0.0014253003336205886 0.0015010829720851948 0.0012780239627312381 0.0010005014719340951
leaf_count=604 752 494 361 387 597 441 274
internal_value=0 -0.00136017 0.00131524 0.00405414 0.00811843 0.0146829 0.00350954
internal_weight=0 0.0096394 0.00825072 0.00692034 0.00549504 0.00377961 0.00250158
internal_count=3910 3306 2554 2060 1673 1312 871
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=10
num_cat=0
split_feature=484 159 124 150 1 1 3 3 16
split_gain=7.05018e-05 3.34766e-05 5.48707e-05 6.81736e-05 5.72834e-05 0.000102573 9.7332e-05 8.61628e-05 4.94301e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.018779999999999995 0.090695000000000012 0.12864500000000004 0.091845000000000024 0.084925000000000014 -0.08348499999999999 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -7
right_child=1 -3 3 -5 -6 8 -8 -9 -10
leaf_value=-0.00050708933759537208 -0.00043612806081629084 0.0002941328499459474 0.00030183651586323363 -0.00038660765432310803 0.00054218383033368994 -2.3913616321408425e-05 0.00073708903398663091 -0.00040887821028657808 -0.00058636341691188306
leaf_weight=0.0010239741235268203 0.0010504615071740249 0.0015881781652634435 0.0018254487487820007 0.0012413173850051489 0.0010168636805431589 0.0013415641905381581 0.0010828876136967786 0.0010235579462500566 0.0010878724109761664
leaf_count=627 210 522 742 252 145 99 64 845 404
internal_value=0 3.02994e-05 -1.30322e-05 3.85306e-05 0.000110056 4.09806e-05 0.000236695 4.64992e-05 -0.000275772
internal_weight=0 0.0112582 0.00966997 0.00861951 0.00737819 0.00636133 0.00393189 0.00284901 0.00242944
internal_count=3910 3283 2761 2551 2299 2154 1651 1587 503
is_linear=0
shrinkage=0.00196078


Tree=4886
num_leaves=9
num_cat=0
split_feature=51 160 13 457 2 16 15 4
split_gain=2.05225e-05 4.21073e-05 2.87642e-05 7.3318e-05 6.56175e-05 5.66829e-05 5.07972e-05 7.59979e-05
threshold=0.11255500000000002 -0.081069999999999989 -0.091229999999999992 0.069705000000000003 0.097940000000000013 0.26538000000000006 0.083935000000000023 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.017346837338146182 -0.01365836903657976 -0.011191312005942072 -0.04274313648631578 0.016877056212748379 0.022528990812771647 0.010369781226299248 0.0017865782619577329 -0.0086618592006408434
leaf_weight=0.0014091016628616062 0.0010036999166613209 0.0010129988197195667 0.0011767639052454853 0.0012165119282162599 0.0013410361378461263 0.0010119722888737121 0.0010978585146791077 0.0014736467898045684
leaf_count=687 280 276 554 225 185 383 942 378
internal_value=0 0.00135959 -0.00134456 -0.00503227 0.00801832 -0.0106313 -0.0163013 -0.0237937
internal_weight=0 0.00973989 0.00833079 0.00597675 0.00235403 0.00476024 0.00374827 0.00265041
internal_count=3910 3630 2943 2482 461 2257 1874 932
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=8
num_cat=0
split_feature=16 15 15 16 16 2 51
split_gain=1.91534e-05 5.91256e-05 4.31063e-05 7.35565e-05 6.59844e-05 4.4751e-05 3.99271e-05
threshold=0.10994000000000002 -0.0039399999999999991 -0.0063699999999999989 -0.089864999999999987 -0.029944999999999996 0.089910000000000004 0.083165000000000017
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.012188516992560683 0.010340985647919429 -0.01857379627636057 -0.0064678811233449653 0.024703185945371773 -0.026037339778184496 -0.0012001797670410997 0.024955172019710072
leaf_weight=0.0012904175620801497 0.001184795412885272 0.001754320449230003 0.001300906274972374 0.0018107954263335592 0.0010178619887122116 0.0012514427194604283 0.0010937339377343981
leaf_count=429 403 282 361 1232 568 431 204
internal_value=0 -0.00691788 0.00256015 0.0116715 -0.0035325 0.00276821 0.010998
internal_weight=0 0.00293912 0.00776516 0.0031117 0.00465346 0.00363559 0.00234518
internal_count=3910 685 3225 1593 1632 1064 635
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=10
num_cat=0
split_feature=484 1375 13 52 3 39 0 15 3
split_gain=7.94593e-05 5.47765e-05 4.41662e-05 6.11874e-05 7.4849e-05 7.74741e-05 0.000101932 4.41581e-05 2.96763e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.24456499999999998 -0.12008499999999998 0.005105000000000001 -0.082994999999999985 -0.038029999999999987 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 -6
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.00052680206240465332 -0.00038267286770597779 -0.00019564297341593604 -0.0003056028783937697 0.00058239071761252974 -0.00010026409778293466 0.00058369247012271443 -0.00047502019019227132 0.00040110107742551186 4.8243751496073695e-05
leaf_weight=0.0010495547894474747 0.0010864945275898463 0.0018471778484888427 0.0010501711685511044 0.0015596564862450889 0.0010570681984345739 0.0010563871233177429 0.0012927212705189073 0.0016682911360326592 0.0010131950277174062
leaf_count=627 146 218 392 241 354 341 935 574 82
internal_value=0 3.65242e-05 7.97172e-05 0.000138198 0.000199143 0.000100956 -4.01686e-07 0.000163712 -2.75838e-05
internal_weight=0 0.0116312 0.0105447 0.00869749 0.00764732 0.00608766 0.00503128 0.00373855 0.00207026
internal_count=3910 3283 3137 2919 2527 2286 1945 1010 436
is_linear=0
shrinkage=0.00196078


Tree=4889
num_leaves=9
num_cat=0
split_feature=0 13 47 4 49 15 16 16
split_gain=1.91794e-05 4.57049e-05 4.54493e-05 4.18547e-05 4.56858e-05 8.81346e-05 2.75878e-05 2.56698e-05
threshold=-0.017269999999999997 -0.028919999999999998 0.087850000000000025 -0.06272999999999998 -0.07107999999999999 -0.0089749999999999986 -0.074204999999999979 -0.08286499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 -4 -6
right_child=1 -3 6 4 5 -7 -8 -9
leaf_value=-0.011658423277075097 -0.007979206931151726 0.020438882302263817 -0.0045604302232829441 -0.0077808120013092251 0.012781317981690764 0.03788519704784224 -0.026763398348840513 -0.0094070527771513285
leaf_weight=0.0016059256719056824 0.0010038287400603117 0.0012973979987249357 0.0012693444636331583 0.0014133282408461323 0.0010834110204990467 0.0010267634715836085 0.0010008872229850183 0.0010051232305890324
leaf_count=1255 113 333 180 294 477 315 276 667
internal_value=0 0.0080425 -0.00226109 0.00221237 0.00713118 0.0138964 -0.0143492 0.00210299
internal_weight=0 0.00230123 0.00840478 0.00613455 0.00452863 0.0031153 0.00227023 0.00208853
internal_count=3910 446 3464 3008 1753 1459 456 1144
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=8
num_cat=0
split_feature=11 3 47 43 0 52 15
split_gain=1.6209e-05 2.42608e-05 3.57648e-05 3.6521e-05 5.05524e-05 7.97841e-05 1.97103e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 -0.089604999999999976 -0.083424999999999985 -0.0066199999999999991 -0.091274999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.014144579724882598 -0.011980069409798313 0.020012547065593009 -0.021368339579854762 -0.0092766472103882301 -0.016251465448640295 0.019781273065918592 -0.0019436392480864718
leaf_weight=0.0012643394927633099 0.0010274714921725677 0.0010563795800260581 0.0010877060272241668 0.0018318449285168964 0.0014494092952084328 0.0019515575157696338 0.0010050669351625457
leaf_count=247 279 419 239 468 1206 853 199
internal_value=0 0.00123201 -0.00071573 0.00305234 -0.000371523 0.00571203 -0.0120395
internal_weight=0 0.0096463 0.00838196 0.00628919 0.00523281 0.0037834 0.00209277
internal_count=3910 3631 3384 2946 2527 1321 438
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=10
num_cat=0
split_feature=123 50 484 160 4 2 3 0 0
split_gain=4.09682e-05 6.52645e-05 7.17917e-05 6.15333e-05 7.04412e-05 0.00013888 0.000110665 8.15829e-05 3.5227e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084225000000000008 0.090735000000000024 -0.0031049999999999997 0.114165 0.0066850000000000008 -0.077944999999999987 0.10302000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.0006218690803082615 0.00036621271449336973 -0.00051703013827108244 0.00044006420574511224 -0.00050432465263146764 4.9764435557970787e-05 -0.00046363927833095026 0.00076586257386252344 0.00028191757025398511 -0.00023619524565279254
leaf_weight=0.001206834450514796 0.001024323262050395 0.0010167582520528044 0.0012694579532352311 0.0010494468004475259 0.001949591187874612 0.0010427400370089596 0.0014444172418434013 0.0010079956033813427 0.0010101250750221729
leaf_count=918 334 654 384 278 470 219 103 431 119
internal_value=0 -4.3777e-05 4.43492e-06 -5.90484e-05 1.9424e-06 0.000162234 0.00035452 -0.000218579 2.25878e-05
internal_weight=0 0.0109974 0.00998061 0.00871115 0.0076617 0.00443675 0.00339401 0.00322496 0.00201812
internal_count=3910 3576 2922 2538 2260 792 573 1468 550
is_linear=0
shrinkage=0.00196078


Tree=4892
num_leaves=8
num_cat=0
split_feature=52 150 4 16 1 0 13
split_gain=1.58745e-05 4.25917e-05 7.77106e-05 3.37464e-05 4.90448e-05 4.03696e-05 7.90148e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 -0.055679999999999993 0.079945000000000016 -0.11756999999999999 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.0051547348285417051 -0.0087208003098303306 -0.011868921884533425 0.028887580259441964 0.00036220759800518652 -0.02871096346717943 -0.0078761806383809436 0.026840310465301116
leaf_weight=0.0013386398765575431 0.0019668022757324249 0.0010488404382257028 0.0013436365936818433 0.0012989897628186166 0.0010486660352582412 0.0012574279589348269 0.0013697631131465054
leaf_count=720 339 157 313 493 324 1153 411
internal_value=0 0.00521706 0.0118981 -0.00287088 -0.0126244 0.00211342 0.0102243
internal_weight=0 0.00373112 0.00268228 0.00694165 0.00234766 0.00459399 0.00262719
internal_count=3910 1190 1033 2720 817 1903 1564
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=10
num_cat=0
split_feature=484 15 12 42 151 4 15 4 0
split_gain=7.32142e-05 3.74208e-05 0.000103509 6.88512e-05 7.83156e-05 0.000103993 0.000123063 0.000137919 3.91824e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 -0.34687499999999999 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -8 -5
right_child=1 2 -4 8 5 -7 7 -9 -10
leaf_value=-0.00064485737937499624 -0.00038910927546360744 -0.00072079781474372942 3.8906973301922446e-05 -0.00059133272983434473 -0.00037196898229343726 0.00074268095114662718 -0.00012779240297437457 0.00085753986772855659 -5.5663520503682607e-05
leaf_weight=0.001002692485854619 0.0010896132653658982 0.0012030125623717115 0.0016154147430470387 0.0010663980232671472 0.0015957578422821864 0.0010381366241402623 0.0011405268807870295 0.00104802088993946 0.0010340868877939072
leaf_count=627 254 420 931 464 402 234 165 125 288
internal_value=0 -9.10364e-05 -0.000285364 -2.26813e-05 8.56593e-05 0.000192931 4.21204e-05 0.00034405 -0.000327618
internal_weight=0 0.010831 0.00281843 0.00801254 0.00591206 0.00482244 0.00378431 0.00218855 0.00210048
internal_count=3910 3283 1351 1932 1180 926 692 290 752
is_linear=0
shrinkage=0.00196078


Tree=4894
num_leaves=9
num_cat=0
split_feature=147 52 11 4 2 3 43 3
split_gain=4.43723e-05 4.66312e-05 4.73297e-05 5.73393e-05 6.14779e-05 0.000117343 8.28294e-05 4.61702e-05
threshold=1.0000000180025095e-35 0.15091000000000002 1.0000000180025095e-35 -0.083329999999999987 0.11230000000000001 0.090325000000000003 -0.074254999999999988 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-5.0749323947674273e-05 0.00037278469026908644 -0.00043328488508537926 -0.00040790471134017579 0.00014654801154266364 -0.00044833894769493409 0.00049650283062004834 -0.0004438064348136761 0.00044486337473838224
leaf_weight=0.0011575655958477198 0.001073986297049829 0.0010725999073947596 0.0010089913011107369 0.0017679337550304342 0.0012955916543432059 0.0014751936706574867 0.0018911385529265618 0.0019235009012499977
leaf_count=273 234 481 259 778 439 99 990 357
internal_value=0 -4.38216e-05 -4.11235e-06 3.8725e-05 -6.66638e-05 2.96489e-05 -0.000158568 0.00025866
internal_weight=0 0.0115925 0.0105199 0.00951092 0.00642986 0.00513427 0.00365907 0.00308107
internal_count=3910 3676 3195 2936 2306 1867 1768 630
is_linear=0
shrinkage=0.00196078


Tree=4895
num_leaves=8
num_cat=0
split_feature=1 0 50 47 48 15 16
split_gain=1.59157e-05 4.69778e-05 2.51597e-05 5.3063e-05 5.17671e-05 5.66962e-05 2.79847e-06
threshold=0.076710000000000014 0.047345000000000005 0.088425000000000017 0.087850000000000025 0.086215000000000014 1.0000000180025095e-35 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5
right_child=2 -3 -4 6 -6 -7 -8
leaf_value=-0.016088080645940288 0.028747456455181078 0.0075879458332996728 -0.012127337620298334 -0.0046321364774159291 -0.0053111641992944613 -0.00055290454582834845 -0.01204091150675823
leaf_weight=0.001929333435132781 0.0019126854429033309 0.0014816618198052497 0.0010156553043963778 0.0010006253039041436 0.0013072009842579379 0.0010086683489960275 0.0010394458271929888
leaf_count=1913 684 95 440 84 237 267 190
internal_value=0 -0.00580373 0.00247331 0.00483894 0.0112295 0.0186308 -0.00840701
internal_weight=0 0.003411 0.00728428 0.00626863 0.00422855 0.00292135 0.00204007
internal_count=3910 2008 1902 1462 1188 951 274
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=11
num_cat=0
split_feature=484 48 4 42 0 13 150 48 15 15
split_gain=7.4239e-05 4.75585e-05 8.23211e-05 6.12284e-05 7.35628e-05 9.49765e-05 8.77059e-05 0.000112 6.7547e-05 0.000136052
threshold=-1.0000000180025095e-35 0.11930500000000001 0.40359500000000004 0.091955000000000023 0.10302000000000001 -0.13934999999999997 0.086420000000000011 0.016865000000000002 0.084050000000000014 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.0005024062617356845 -0.00053309736910519536 -0.0003624119976954075 0.00058616204218959924 -0.00038253060360604938 0.00048827188456476104 -0.00026227444160873743 -0.00041950999452770323 0.00074141665035256461 -0.00032296657108172553 0.00066096084263319102
leaf_weight=0.001043432425422223 0.0010842739557304021 0.0010160053166104908 0.0011138050244510591 0.0012456169428003419 0.0014312867667408144 0.0011450639035610296 0.0010389057032089205 0.0011552578331080199 0.001277317730373696 0.0013223882993855871
leaf_count=627 140 137 337 553 147 402 206 278 795 288
internal_value=0 4.31867e-05 8.12942e-05 2.33232e-05 8.31185e-05 5.50665e-07 9.7979e-05 0.000207697 4.30454e-05 0.000232518
internal_weight=0 0.0118299 0.0108139 0.00970011 0.00845449 0.00702321 0.00593893 0.00490003 0.00374477 0.00246745
internal_count=3910 3283 3146 2809 2256 2109 1969 1763 1485 690
is_linear=0
shrinkage=0.00196078


Tree=4897
num_leaves=9
num_cat=0
split_feature=484 52 52 160 15 0 16 43
split_gain=7.06847e-05 4.39908e-05 7.85425e-05 4.40108e-05 6.53032e-05 9.27577e-05 9.86158e-05 8.42651e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.081429999999999989 -0.079234999999999986 -0.14487999999999998 -0.11524 -0.17157499999999998 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8
right_child=1 2 3 4 5 6 7 -9
leaf_value=-0.00049839328336580757 -0.0003299385831655098 0.00043539055355338978 -0.0003385588863684342 0.00051217633208187094 -0.00037581215302902885 0.00067247680066804345 -0.00040018201897467308 0.00025363929274823765
leaf_weight=0.0010207719339905457 0.0011139628452367248 0.0019423308746468601 0.0012695271567908992 0.0010382009378673996 0.0019220855436392027 0.0010263801653662163 0.0013352403603016745 0.0017526187242162534
leaf_count=627 379 430 595 303 236 108 725 507
internal_value=0 4.01859e-05 8.02685e-05 -2.39694e-06 5.79275e-05 -2.01998e-05 0.000145935 -2.90836e-05
internal_weight=0 0.0114003 0.0102864 0.00834405 0.00707453 0.00603632 0.00411424 0.00308786
internal_count=3910 3283 2904 2474 1879 1576 1340 1232
is_linear=0
shrinkage=0.00196078


Tree=4898
num_leaves=9
num_cat=0
split_feature=484 133 52 52 3 12 2 2
split_gain=7.79945e-05 4.2303e-05 5.24045e-05 8.16357e-05 5.4984e-05 8.12947e-05 8.97326e-05 6.83808e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.081429999999999989 -0.10628499999999998 0.086935000000000012 0.11230000000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.00052677025714868968 -0.00034980184818934564 -0.00032960016805117236 0.00048803674567420257 0.00034417446334424924 -3.7323271583327897e-05 -0.00045597321465044047 -0.00030871489846553529 0.00056872833823884091
leaf_weight=0.001032649098572932 0.001011180282093003 0.001102054755262376 0.0018588654871922565 0.0016629219098843713 0.0013714936230000471 0.0014869093111094583 0.0015325667155880341 0.0014970909095864821
leaf_count=627 334 516 401 229 514 863 241 185
internal_value=0 3.57293e-05 7.4364e-05 0.000119945 2.93296e-05 -5.95897e-05 7.43267e-05 0.00027897
internal_weight=0 0.0115231 0.010421 0.00940985 0.00755098 0.00588806 0.00440115 0.00286858
internal_count=3910 3283 2767 2433 2032 1803 940 699
is_linear=0
shrinkage=0.00196078


Tree=4899
num_leaves=9
num_cat=0
split_feature=49 151 4 2 3 1 151 4
split_gain=1.56579e-05 4.81338e-05 5.38977e-05 4.64989e-05 4.14846e-05 7.16154e-05 3.75792e-05 2.37234e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.27608500000000008 0.10393500000000001 -0.089974999999999986 0.079945000000000016 -0.039414999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 -1 -7
right_child=1 2 -4 -5 5 7 -8 -9
leaf_value=0.021738281976074136 -0.022516223536858199 -0.014735756515390986 0.021842119546449337 -0.016602046590530335 0.025453187912104339 0.0069641348695248326 -0.0037062672209694303 -0.0142107365287997
leaf_weight=0.0010022925174716635 0.0010225038158929575 0.0010687105727040461 0.0010309219246324303 0.0017644698969930539 0.0013849453444829676 0.0010414095572772529 0.0013790890432839808 0.0010755332642036289
leaf_count=250 388 466 324 503 1045 510 255 169
internal_value=0 -0.00218487 0.000637405 -0.00281329 0.00250983 0.00777286 0.00700301 -0.00379396
internal_weight=0 0.00838849 0.00736599 0.00633507 0.0045706 0.00350189 0.00238138 0.00211694
internal_count=3910 3405 3017 2693 2190 1724 505 679
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 51 2 151 0
split_gain=7.17334e-05 5.55719e-05 0.000123046 9.79085e-05 5.44992e-05 7.49059e-05 8.877e-05 0.000126574 4.81059e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.09021499999999999 0.087995000000000004 -0.0088999999999999982 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00050273821857616462 -0.0004068797335886104 -0.00065673412651058322 0.00069183572166066994 0.00063509388056278468 -0.00021592755674754369 -0.00027445017862815868 -0.00019487927561049565 0.0006357692824003298 -7.8819379121811153e-05
leaf_weight=0.0010444411823957766 0.001005931229183305 0.0010702004711266827 0.0011141975185377405 0.0012033029278033965 0.0015345416677045266 0.0016732792289319356 0.0012023129975725446 0.0017061495589315591 0.0011475872190605473
leaf_count=627 151 793 152 141 472 396 159 282 737
internal_value=0 3.36521e-05 7.52558e-05 3.22426e-06 0.00011258 0.00019972 8.5378e-05 0.000292392 -0.000357694
internal_weight=0 0.0116575 0.0106516 0.00953737 0.00731959 0.00578504 0.00458174 0.00290846 0.00221779
internal_count=3910 3283 3132 2980 1450 978 837 441 1530
is_linear=0
shrinkage=0.00196078


Tree=4901
num_leaves=8
num_cat=0
split_feature=14 15 42 13 16 16 15
split_gain=1.71768e-05 3.82359e-05 2.69421e-05 6.10539e-05 4.50184e-05 5.24041e-05 6.0525e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.090359999999999982 0.00079000000000000012 -0.088504999999999986 0.15737500000000001 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.012519083120512843 0.015459582290972471 -0.016888438627074714 -0.016999282746836212 0.019193539746851215 -0.0072932815202769305 -0.012229947508791177 0.024978455124458745
leaf_weight=0.0010159084931863393 0.0015662493305813397 0.0010097170678710068 0.001823432722087584 0.0014121503747124946 0.0010066289033000913 0.0015623957256447126 0.0013749394923737853
leaf_count=196 505 393 590 426 549 371 880
internal_value=0 0.00114421 -0.0015937 0.000557324 -0.00400576 0.00200159 0.011338
internal_weight=0 0.00975551 0.00818926 0.00717955 0.0057674 0.00394396 0.00238157
internal_count=3910 3714 3209 2816 2390 1800 1429
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=7
num_cat=0
split_feature=1 0 39 457 2 3
split_gain=1.765e-05 4.63878e-05 2.41935e-05 4.17788e-05 4.04712e-05 0.000105586
threshold=0.076710000000000014 0.047345000000000005 0.005105000000000001 0.041935000000000007 0.11462500000000002 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.016273908043113839 0.0085333628940438416 0.0071952559271468951 0.015928053126339388 0.017443846976601937 0.012160754337464478 -0.024780650920403921
leaf_weight=0.0019338876871413376 0.001825851519147585 0.0014918853334227493 0.0011546446666211149 0.0011393053221716186 0.0012108165406172645 0.001986401860575482
leaf_count=1913 742 95 378 154 234 394
internal_value=0 -0.00605335 0.00264396 0.000154913 -0.00376647 -0.00882514
internal_weight=0 0.00342577 0.00731702 0.00616238 0.00502307 0.00381225
internal_count=3910 2008 1902 1524 1370 1136
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=10
num_cat=0
split_feature=11 3 157 51 133 40 2 2 52
split_gain=9.15411e-05 5.92264e-05 5.05722e-05 5.35844e-05 7.821e-05 7.37699e-05 0.000100766 0.00011679 4.06958e-05
threshold=0.081005000000000008 -0.12008499999999998 -0.07453499999999999 -0.025709999999999997 -0.0023199999999999996 -0.010334999999999999 0.10705000000000002 0.086875000000000022 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -9
right_child=-2 2 3 4 5 6 -8 8 -10
leaf_value=0.00041605679620990442 -0.00058293374685822066 0.00039394107522361507 -0.00038756829313733485 -0.00049881253644354535 0.00052614761222111281 -0.00021059208568477368 -0.00040687296859305539 0.00019251527321624887 0.00072529176573314874
leaf_weight=0.0013810749589314572 0.0010015863278346792 0.0010448343139058134 0.0016021153609621858 0.0010293613095041163 0.0011836826372417517 0.0018054450173609158 0.0017307718742116587 0.0010899119028725929 0.0011152268873196518
leaf_count=211 233 435 436 860 264 619 264 191 397
internal_value=0 3.41238e-05 -1.56319e-05 -6.04114e-05 5.48204e-06 8.04421e-05 -1.1448e-05 0.000159198 0.000461962
internal_weight=0 0.0119824 0.0106013 0.00955651 0.0079544 0.00692504 0.00574136 0.00401058 0.00220514
internal_count=3910 3677 3466 3031 2595 1735 1471 1207 588
is_linear=0
shrinkage=0.00196078


Tree=4904
num_leaves=8
num_cat=0
split_feature=11 49 52 13 4 3 4
split_gain=1.88202e-05 2.25211e-05 4.037e-05 6.0461e-05 6.52818e-05 3.79481e-05 3.33878e-05
threshold=0.077330000000000024 0.093425000000000022 0.086950000000000013 -0.083514999999999992 -1.0000000180025095e-35 0.094625000000000015 -0.048489999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.020252384390077129 -0.012956326117128573 0.014633724482817032 -0.013309285147518158 -0.00045916713178452211 -0.023556674762040555 0.00044717565911205721 0.023137793637117574
leaf_weight=0.0015817755449962709 0.001033723094498046 0.0011112440517390609 0.001911999906978038 0.0013953034304189336 0.0014879057841194355 0.0011816657521937501 0.0010514852518909027
leaf_count=713 279 521 942 650 371 93 341
internal_value=0 0.00123601 -0.000493134 0.00316527 -0.00211739 -0.0129316 0.00968141
internal_weight=0 0.00972138 0.00861014 0.00669814 0.00511636 0.00266957 0.00244679
internal_count=3910 3631 3110 2168 1455 464 991
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=9
num_cat=0
split_feature=11 39 13 0 49 3 2 15
split_gain=1.52731e-05 2.11815e-05 5.07114e-05 6.98034e-05 4.63074e-05 4.65774e-05 8.75334e-05 2.90924e-05
threshold=0.077330000000000024 0.005105000000000001 -0.10023999999999998 -0.053834999999999994 -0.07107999999999999 -0.078884999999999997 0.11230000000000001 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.014945570190390106 -0.011680371938311982 0.012329012833222464 -0.018157245438646726 -0.028024903600037832 -0.013639455446653648 0.0093768461263014254 -0.01307259725577058 0.032170204565236324
leaf_weight=0.001634103467882779 0.0010320745281731684 0.0014351925540220965 0.0011411667681987085 0.0010767013328162262 0.0010765878896312614 0.0010502586631993729 0.0010830207900599767 0.0011995103997536822
leaf_count=271 279 445 179 330 1564 170 148 524
internal_value=0 0.00111554 -0.000832509 -0.00472297 -0.000202828 0.00444386 0.0102853 0.0215296
internal_weight=0 0.00969654 0.00826135 0.00662725 0.00555054 0.00440938 0.00333279 0.00224977
internal_count=3910 3631 3186 2915 2585 2406 842 694
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=9
num_cat=0
split_feature=49 151 4 2 42 3 4 4
split_gain=1.60138e-05 4.5893e-05 5.12562e-05 3.95336e-05 3.99076e-05 8.84542e-05 8.02078e-05 3.57464e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.27608500000000008 0.10393500000000001 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 -7 -1
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.0061162091562717812 -0.022107422456148888 0.018842369981239299 0.021317167076101092 -0.01554108183185646 -0.025015296471635685 0.026672125044437778 -0.011131571253529246 0.018560117793744457
leaf_weight=0.0010907766683484446 0.0010134937599083297 0.0010879842078087083 0.0010265017538284718 0.0017522591406190641 0.0012024831238787864 0.0011729436325507393 0.001076177749545076 0.0012711792858886802
leaf_count=300 388 408 324 503 1065 448 269 205
internal_value=0 -0.00216405 0.000597838 -0.00278248 0.00214228 -0.00312177 0.00858351 0.00716432
internal_weight=0 0.00833184 0.00731835 0.00629185 0.00453959 0.0034516 0.00224912 0.00236196
internal_count=3910 3405 3017 2693 2190 1782 717 505
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=9
num_cat=0
split_feature=0 52 52 160 12 3 2 2
split_gain=1.70672e-05 4.73549e-05 3.43087e-05 4.1656e-05 3.24226e-05 2.31747e-05 3.60662e-05 4.73345e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.048794999999999991 -1.0000000180025095e-35 0.093375000000000014 -0.089974999999999986 0.10705000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -5 7 -7
right_child=4 2 3 5 -6 6 -8 -9
leaf_value=-0.019014217675357652 0.018122747672931993 0.013934109349120509 -0.020188423135338928 -0.011158030334941223 -0.0057173908476322978 -0.0022969054315506677 -0.0090583461713311299 0.027495589606839461
leaf_weight=0.0013948262485431002 0.0012819869981026718 0.0016172969899470513 0.0010842562494155026 0.0010453933567588598 0.0010278416303121873 0.0010077836646340032 0.0010640345979161634 0.0011326635640266677
leaf_count=597 297 362 858 324 149 393 257 673
internal_value=0 -0.00219857 0.00117554 -0.00269282 0.00751422 0.00177077 0.00598851 0.0134684
internal_weight=0 0.00834625 0.00695143 0.00533413 0.00230983 0.00424988 0.00320448 0.00214045
internal_count=3910 3464 2867 2505 446 1647 1323 1066
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=8
num_cat=0
split_feature=1 0 50 47 48 16 4
split_gain=1.64274e-05 4.59216e-05 2.49565e-05 4.66019e-05 6.19778e-05 6.83381e-05 9.63927e-07
threshold=0.076710000000000014 -0.070894999999999986 0.088425000000000017 0.09252500000000001 0.086215000000000014 -0.029944999999999996 -0.41745999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -3
right_child=2 6 -4 -5 -6 -7 -8
leaf_value=-0.019879660880471439 0.03297182242892379 0.0059659928327679343 -0.011952596695902184 -0.0091289159656988365 -0.0072009682029432302 0.0033758264505735361 0.0015941213140980217
leaf_weight=0.0013795777299928707 0.0015557633332963633 0.0010156543865122488 0.0010120387020936972 0.001700919480265844 0.0013988535340895536 0.0015649989721179482 0.0010017358200077493
leaf_count=1642 437 57 440 241 248 536 309
internal_value=0 -0.00581968 0.00261074 0.0049801 0.0102899 0.01813 0.00379514
internal_weight=0 0.00339697 0.00723257 0.00622054 0.00451962 0.00312076 0.00201739
internal_count=3910 2008 1902 1462 1221 973 366
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=9
num_cat=0
split_feature=484 3 1 3 15 52 3 16
split_gain=6.55813e-05 3.45639e-05 6.40409e-05 7.87673e-05 6.67223e-05 6.19805e-05 4.78367e-05 2.99089e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 -0.0058549999999999991 0.086950000000000013 -0.069909999999999986 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 -5
right_child=1 2 3 7 5 -7 -8 -9
leaf_value=-0.00048343329338913153 0.00027363663532834745 -0.00048559619353332888 0.00045115506930765848 -0.00033346492268852227 -9.9025872672177978e-05 -0.00038229722532053396 0.0004932817088715856 0.00010526335318304204
leaf_weight=0.0010181367697350745 0.00194926352626978 0.0016758727959418286 0.0019548588464134904 0.0010176615816039551 0.001057113268418214 0.0010866090834669661 0.0010399663443776712 0.0014466321987525593
leaf_count=627 362 850 513 164 548 572 116 158
internal_value=0 3.62814e-05 -1.35819e-05 0.00015724 -0.000168923 -2.22786e-06 0.000194706 -7.59151e-05
internal_weight=0 0.011228 0.00927871 0.00441915 0.00485956 0.00318369 0.00209708 0.00246429
internal_count=3910 3283 2921 835 2086 1236 664 322
is_linear=0
shrinkage=0.00196078


Tree=4910
num_leaves=8
num_cat=0
split_feature=2 52 52 12 3 2 13
split_gain=1.38689e-05 7.69002e-05 6.04773e-05 5.86195e-05 5.72559e-05 3.87729e-05 4.84065e-05
threshold=0.10946500000000002 0.086950000000000013 1.0000000180025095e-35 0.097345000000000015 0.11265500000000002 0.089910000000000004 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.023979540889836434 0.012824869933799228 -0.021738413622292885 0.02502980708955348 0.023107882480719287 -0.020398449835916398 0.0097140538267986489 0.0018776011571853672
leaf_weight=0.0012502972367111069 0.0010014150582916175 0.001615440093364711 0.0010534234669619096 0.0011533511814001592 0.0010761611443010147 0.0017630119729117066 0.0017200050411240921
leaf_count=1104 360 911 250 283 157 542 303
internal_value=0 -0.00241155 0.00551197 0.0028922 -0.00438444 -0.00203369 -0.00900651
internal_weight=0 0.00750211 0.003131 0.00588667 0.00207758 0.00473331 0.0029703
internal_count=3910 3143 767 2232 517 1949 1407
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=9
num_cat=0
split_feature=484 3 1 3 15 52 3 15
split_gain=9.91562e-05 3.87172e-05 7.65828e-05 9.84476e-05 6.3469e-05 6.11238e-05 5.73823e-05 3.52458e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 -0.0058549999999999991 0.086950000000000013 -0.069909999999999986 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 -5
right_child=1 2 3 7 5 -7 -8 -9
leaf_value=-0.00059810781019579821 0.00029367800548449552 -0.00049062717906639159 0.00050585606752629711 0.0001395455692772028 -0.00014427224648135521 -0.00039989766199516764 0.00050390021992935765 -0.00032866624933563111
leaf_weight=0.0010092626359844937 0.001962752455122607 0.0016619814403410647 0.0019530724961793859 0.0013017834800596851 0.0010607900764215109 0.0010659208363483002 0.0010398878036692563 0.0011770300284272036
leaf_count=627 362 850 513 180 548 572 116 142
internal_value=0 4.35244e-05 -9.49561e-06 0.000176625 -0.000180325 -1.74642e-05 0.000176589 -8.27783e-05
internal_weight=0 0.0112232 0.00926047 0.00443189 0.00482858 0.0031666 0.00210068 0.00247881
internal_count=3910 3283 2921 835 2086 1236 664 322
is_linear=0
shrinkage=0.00196078


Tree=4912
num_leaves=11
num_cat=0
split_feature=484 4 0 1 42 15 15 2 3 12
split_gain=9.6318e-05 0.000101732 0.000121788 0.000106123 7.68673e-05 6.51299e-05 0.000109076 9.01998e-05 0.000126191 7.43469e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 0.035895000000000003 -0.017214999999999998 0.089910000000000004 0.11265500000000002 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 9 -9 -5
right_child=1 2 -4 5 -6 -7 -8 8 -10 -11
leaf_value=-0.0005784087840259276 -0.00054688661019757932 -0.00066658551288687785 0.00070647386432850644 -0.00054620388341270669 5.3131066690982398e-05 -0.00025049068649767064 0.00078799582998859054 0.00072362083433890473 -9.6592289482664984e-05 0.00017891093707070226
leaf_weight=0.0010579111653751449 0.0010411492455206619 0.0012703178059495493 0.0011221393902724275 0.0011340802762185372 0.0010356772130239254 0.0013617054571092666 0.0010838684449423052 0.0015020345998576815 0.0013871977692969982 0.0010441781673348471
leaf_count=627 151 799 152 235 731 445 171 277 162 160
internal_value=0 3.87986e-05 9.45316e-05 2.45978e-05 -0.000343344 0.000137531 0.000223426 0.000102671 0.000329815 -0.00019861
internal_weight=0 0.0119823 0.0109412 0.00981906 0.002306 0.00751306 0.00615136 0.00506749 0.00288923 0.00217826
internal_count=3910 3283 3132 2980 1530 1450 1005 834 439 395
is_linear=0
shrinkage=0.00196078


Tree=4913
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 51 4 42 3
split_gain=9.1701e-05 8.2844e-05 0.000141082 9.49478e-05 6.62567e-05 9.45154e-05 7.81111e-05 6.31045e-05 4.80981e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.09021499999999999 0.0057500000000000008 0.083725000000000008 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -7 -3 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=-0.00056129930789969708 -0.00048211769259139673 -0.00062979487841369382 0.00076281679860406518 0.00070542297862203479 -0.00023311041222301012 -0.0002856678309831295 0.00045607030295602039 2.9337305901563463e-05 -4.0653014305262756e-05
leaf_weight=0.0010427676879829371 0.0010433341197572206 0.0012338014366094351 0.0010972621277639044 0.001235183526898582 0.0015425364147147371 0.001431276231579941 0.0019597671401751105 0.0010201951672471757 0.0012135930337609569
leaf_count=627 151 799 152 141 472 361 337 731 139
internal_value=0 4.53614e-05 9.66337e-05 2.07775e-05 0.000128324 0.000223793 9.45972e-05 -0.000331461 0.000266108
internal_weight=0 0.0117769 0.0107336 0.00963635 0.00738236 0.00583982 0.00460464 0.002254 0.00317336
internal_count=3910 3283 3132 2980 1450 978 837 1530 476
is_linear=0
shrinkage=0.00196078


Tree=4914
num_leaves=8
num_cat=0
split_feature=42 40 42 160 1 0 13
split_gain=1.39633e-05 4.1194e-05 5.02086e-05 5.16803e-05 5.65045e-05 5.70838e-05 4.30052e-05
threshold=-1.0000000180025095e-35 -0.0068699999999999985 0.091955000000000023 -1.0000000180025095e-35 0.089455000000000021 -0.19631499999999999 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.0080901549021618457 0.020633565747228463 -0.012070179232216111 -0.019990907725740668 0.0069821089507037404 -0.019118621352068807 0.010913438396596866 0.034170492198435508
leaf_weight=0.0018116486203861764 0.0010027417534360138 0.0017966976658110225 0.0011712007424671857 0.0013279109543004762 0.0011473232119909721 0.0014116197887924318 0.0010353912655211061
leaf_count=1060 334 769 690 432 108 392 125
internal_value=0 0.00154192 -0.000884394 0.00244612 0.00774481 -0.00255168 0.0188937
internal_weight=0 0.00889289 0.00789014 0.00671894 0.00492225 0.00255894 0.0023633
internal_count=3910 2850 2516 1826 1057 500 557
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=9
num_cat=0
split_feature=1 3 2 1 15 16 3 0
split_gain=1.59473e-05 4.1585e-05 4.50062e-05 3.51998e-05 4.82848e-05 3.64619e-05 3.20533e-05 4.86298e-05
threshold=0.10386500000000001 -0.115685 0.10362500000000001 0.11097000000000001 -0.038029999999999987 -0.092714999999999978 -0.078884999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -2 5 -5 -3 -8
right_child=3 2 -4 4 -6 -7 7 -9
leaf_value=0.012814007301960773 0.020578661206182514 -0.016216197175158497 -0.025922621042943118 0.0044583837018462216 0.017260957559689295 -0.021784389047554226 -0.008925245082369835 0.016872496590990962
leaf_weight=0.0012984771553320399 0.0010500018009960148 0.0012154922659994155 0.0010288568975334337 0.0010189298459246318 0.0010243989569368723 0.0011021052182210078 0.0015684258528036741 0.001368048232399134
leaf_count=279 221 1535 390 282 142 250 225 586
internal_value=0 -0.00318844 -0.00719915 0.00472509 -0.000567108 -0.00917755 -0.00255948 0.00309344
internal_weight=0 0.0064793 0.00518082 0.00419544 0.00314543 0.00212104 0.00415197 0.00293647
internal_count=3910 3015 2736 895 674 532 2346 811
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=11
num_cat=0
split_feature=484 133 484 133 15 16 51 12 16 15
split_gain=7.82142e-05 3.51316e-05 5.28094e-05 7.759e-05 5.99627e-05 9.70219e-05 9.96023e-05 9.6904e-05 6.91537e-05 2.84547e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 0.065880000000000008 1.0000000180025095e-35 -0.013279999999999998 0.083165000000000017 1.0000000180025095e-35 -0.50585499999999983 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -7 -2 -6
right_child=1 -3 -4 -5 9 7 -8 -9 -10 -11
leaf_value=-0.00052477448610338334 5.8632168079973873e-05 -0.00029835249004250429 -0.00034847941349284756 0.00062820421430048008 -0.00046045659172699849 0.00083344231637959092 0.00036459791139454613 6.8801562279903093e-05 -0.00063655365189370003 -6.4401314365494784e-06
leaf_weight=0.001040050205813498 0.0010347880679412533 0.0010865295362853531 0.0010314442433110539 0.0010242396024985256 0.001035837405626302 0.0012596609401974046 0.0013528657731795846 0.0012895516520800676 0.0011746235611040578 0.0010883647530388878
leaf_count=627 165 516 327 388 532 210 183 342 274 346
internal_value=0 3.69707e-05 7.2373e-05 0.000119251 5.59544e-05 0.000154593 -5.43998e-05 0.000446639 -0.00031096 -0.000227835
internal_weight=0 0.0113779 0.0102914 0.00925993 0.00823569 0.00611149 0.00356228 0.00254921 0.00220941 0.0021242
internal_count=3910 3283 2767 2440 2052 1174 622 552 439 878
is_linear=0
shrinkage=0.00196078


Tree=4917
num_leaves=9
num_cat=0
split_feature=11 49 2 52 133 12 0 0
split_gain=1.4058e-05 2.36186e-05 3.23488e-05 0.000134496 7.30525e-05 6.46308e-05 0.00011133 3.94676e-05
threshold=0.077330000000000024 0.093425000000000022 0.10946500000000002 0.086950000000000013 0.065880000000000008 0.092150000000000024 -0.12329499999999999 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=0.011054104285005252 -0.011171839304962662 0.014896170063041815 -0.0033982172387717296 -0.032960212166863227 0.026090256606953285 0.018031349656617939 -0.027588933373190266 0.02426490772162488
leaf_weight=0.0013342678859812687 0.001032049231705399 0.0011005490454504855 0.0010463959563827025 0.0012955654285700053 0.0010883168835425141 0.0010727367293711229 0.0016896532225460232 0.0010170191668789838
leaf_count=161 279 521 105 798 651 245 769 381
internal_value=0 0.00110784 -0.000668233 -0.00414029 0.00306091 -0.00305705 -0.0105382 0.0102364
internal_weight=0 0.0096445 0.00854396 0.00648054 0.00518497 0.00409666 0.00302392 0.00206342
internal_count=3910 3631 3110 2624 1826 1175 930 486
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=9
num_cat=0
split_feature=15 484 12 0 43 3 4 4
split_gain=1.68838e-05 2.79322e-05 4.40786e-05 9.79544e-05 6.8337e-05 8.81424e-05 7.90961e-05 0.000105217
threshold=0.091600000000000015 0.085515000000000022 0.093375000000000014 -0.017269999999999997 -0.079374999999999987 -0.015064999999999997 0.0057500000000000008 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.023552096346305305 -0.012261122820089674 0.015680861364720765 -0.014315982089685989 0.031826730301008695 0.027640166046750403 -0.02634802735511323 0.028385188023506328 -0.016045540771918814
leaf_weight=0.0011730063104820002 0.0010268278355314046 0.0011740346482245851 0.001872183704185789 0.0010039462263170202 0.0011329863415713978 0.0011142229268591474 0.001083409216814508 0.0010490998342696292
leaf_count=717 644 389 633 219 823 179 85 221
internal_value=0 0.00122995 -0.000782885 0.00308134 -0.0021159 0.00362529 -0.00475499 0.00652724
internal_weight=0 0.00960289 0.00842885 0.00655667 0.00555272 0.00437972 0.00324673 0.00213251
internal_count=3910 3266 2877 2244 2025 1308 485 306
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=9
num_cat=0
split_feature=484 15 12 124 42 151 1 3
split_gain=8.2464e-05 3.55604e-05 9.44443e-05 7.57108e-05 0.000109905 9.26426e-05 9.84093e-05 5.93223e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.0088999999999999982 0.095575000000000007 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.00054616449289521989 -0.00038852658768870877 -0.00056732897890645608 0.00014999997523726909 -0.00014552005939681722 -0.00021806568259057679 0.00013668838446544572 0.0010950178682202216 0.00044637728864176226
leaf_weight=0.0010075894062159295 0.0010455238793913128 0.0012047229500392253 0.00170347097756815 0.0012386098059109741 0.0019803526495812121 0.0018633401493467227 0.0010208631067912921 0.0011558606680353984
leaf_count=627 280 420 931 208 664 441 197 142
internal_value=0 3.9442e-05 -0.000147154 0.000104787 0.000175839 0.000323617 0.000467446 0.000750584
internal_weight=0 0.0112127 0.00290819 0.00830455 0.00725903 0.00527867 0.00404006 0.00217672
internal_count=3910 3283 1351 1932 1652 988 780 339
is_linear=0
shrinkage=0.00196078


Tree=4920
num_leaves=11
num_cat=0
split_feature=484 1 3 160 4 15 49 1 4 15
split_gain=7.00978e-05 5.16742e-05 5.35969e-05 3.83281e-05 5.42285e-05 7.58333e-05 9.01092e-05 7.77723e-05 6.33934e-05 8.53665e-06
threshold=-1.0000000180025095e-35 0.12864500000000004 -0.15464999999999998 -0.082384999999999986 -0.083329999999999987 1.0000000180025095e-35 -0.047894999999999993 0.11167500000000001 -0.23071499999999998 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 -6 9 -5 -8
right_child=1 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.00050186210803168456 0.00041310115862087753 0.00038353744773162438 -0.00042235152240244087 -5.4669982522935354e-05 0.00044653444282511198 -0.00053756912818289789 -6.999958162737573e-05 -0.00058101312437274226 0.00058959980240918142 0.00018561521484031194
leaf_weight=0.0010295001749088392 0.0010040308556446562 0.001411892512509655 0.0010203485129714326 0.0013312895223501764 0.0012475224930289411 0.0013065281071280403 0.0010078098202083549 0.0011555367350211377 0.0010505119472344988 0.00100146576391665
leaf_count=627 215 310 545 110 217 709 264 144 385 384
internal_value=0 3.21234e-05 -1.68797e-05 -6.42115e-05 -1.91007e-05 -0.000122634 2.31345e-07 -0.000175695 0.00022949 5.74043e-05
internal_weight=0 0.0115369 0.010125 0.00912101 0.00810066 0.00571886 0.00441233 0.00316481 0.0023818 0.00200928
internal_count=3910 3283 2973 2758 2213 1718 1009 792 495 648
is_linear=0
shrinkage=0.00196078


Tree=4921
num_leaves=10
num_cat=0
split_feature=484 151 4 150 47 16 16 52 16
split_gain=8.25188e-05 4.14461e-05 0.000115562 7.48237e-05 6.00626e-05 6.98336e-05 7.84693e-05 5.2511e-05 2.55715e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 0.27608500000000008 0.082965000000000025 0.10783500000000001 -0.092424999999999993 0.16388500000000003 -0.048794999999999991 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 8 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00053849712061694729 -0.00056397400033852019 -0.00013023727706516815 0.00069855722984956986 0.00013934690324607959 0.00041973727735466202 0.00063161604512553449 -0.0002424009366096129 8.5662112648954015e-05 -0.00056758026650401822
leaf_weight=0.0010245850072696959 0.0010973910751621366 0.0010077359184299277 0.0010970021122011725 0.001237207357978048 0.0012295600889833756 0.0010306415767163115 0.0018272411732328303 0.0019757965671563741 0.0010491411030531693
leaf_count=627 215 139 320 317 126 199 395 1234 338
internal_value=0 4.21142e-05 0.000101224 -0.000191253 2.05257e-05 -5.07101e-05 7.80556e-05 0.000272821 -0.000353311
internal_weight=0 0.0115517 0.00921712 0.0023346 0.00812012 0.00689056 0.00483368 0.00300644 0.00205688
internal_count=3910 3283 2751 532 2431 2305 1828 1433 477
is_linear=0
shrinkage=0.00196078


Tree=4922
num_leaves=9
num_cat=0
split_feature=484 1 42 3 15 0 133 1
split_gain=5.59507e-05 3.89642e-05 4.60002e-05 8.29254e-05 5.31026e-05 5.24171e-05 4.74234e-05 5.83028e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.08348499999999999 -1.0000000180025095e-35 -0.23029999999999998 0.077945 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=-0.00044461305535122437 0.00066656249070246195 0.00033593372194248448 -0.00037089827050859012 0.00025428906380952531 0.00010768860409226019 -0.00054585418766740789 0.00012485611015584138 -2.3912520361363737e-05
leaf_weight=0.0010403427522660954 0.0010392441218763026 0.0014067060322299251 0.0012107129398023315 0.0012973351130353972 0.0017617268182883847 0.0018646820304994917 0.0013087402626042839 0.0014726529771771327
leaf_count=627 382 310 612 113 689 639 321 217
internal_value=0 3.04697e-05 -1.26939e-05 3.69016e-05 0.000315048 -9.41811e-05 -0.000191485 -0.000315539
internal_weight=0 0.0113618 0.00995509 0.00874438 0.00280097 0.00594341 0.00464608 0.00333734
internal_count=3910 3283 2973 2361 1071 1290 1177 856
is_linear=0
shrinkage=0.00196078


Tree=4923
num_leaves=10
num_cat=0
split_feature=484 15 12 42 151 4 15 4 0
split_gain=6.65737e-05 3.4616e-05 9.3296e-05 7.5162e-05 7.5618e-05 7.98465e-05 0.000118676 0.00014959 5.91973e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 -0.23071499999999998 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -8 -5
right_child=1 2 -4 8 5 -7 7 -9 -10
leaf_value=-0.0004891078069546392 -0.00025068373823189415 -0.00056461184768739697 0.00014788815561198867 -0.00053734667699349269 -0.00021973881977149263 0.00078681799464247926 2.0040216409155178e-05 0.0010211765845842395 0.00011129153292779621
leaf_weight=0.0010094980551879516 0.0011133381635394313 0.0012066251572464214 0.0017049200306223449 0.0010825337089942853 0.0016339880178855965 0.0010789094030074116 0.0012761668099788293 0.0010426308226384926 0.0010812631476323307
leaf_count=627 254 420 931 464 402 234 168 122 288
internal_value=0 3.65893e-05 -0.000147392 0.000101059 0.000211723 0.000314037 0.000184992 0.000470194 -0.000213218
internal_weight=0 0.0112204 0.00291155 0.00830883 0.00614503 0.0050317 0.00395279 0.0023188 0.0021638
internal_count=3910 3283 1351 1932 1180 926 692 290 752
is_linear=0
shrinkage=0.00196078


Tree=4924
num_leaves=10
num_cat=0
split_feature=52 1 0 133 39 47 4 13 1
split_gain=6.94994e-05 5.79508e-05 7.9991e-05 7.65698e-05 5.49939e-05 7.30397e-05 8.08778e-05 0.000114393 9.46083e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.005105000000000001 0.09252500000000001 0.0057500000000000008 -0.0024749999999999993 0.11097000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3 -8
right_child=1 4 3 -5 -6 -7 8 -9 -10
leaf_value=-0.00046785333796779959 -0.00059135441270968217 0.00044645347625526296 0.00030516895151732975 -0.00037052545890640687 0.0005552236258332822 -0.00030759642131259136 0.000797763493559467 -0.00038136832527823391 5.608408434645527e-05
leaf_weight=0.0011424274020062812 0.0011521294155032264 0.0010496109987607875 0.001566607783780683 0.0010957977112165561 0.0010378545111552487 0.0015246092257878239 0.0013073399966876372 0.001651712682929493 0.0013379584971891984
leaf_count=425 993 506 381 417 365 216 127 275 205
internal_value=0 3.87847e-05 -0.00015972 2.70654e-05 0.000134523 7.09791e-05 0.000178931 -5.97146e-05 0.000422631
internal_weight=0 0.0117236 0.00381453 0.00266241 0.00790909 0.00687123 0.00534662 0.00270132 0.0026453
internal_count=3910 3485 1791 798 1694 1329 1113 781 332
is_linear=0
shrinkage=0.00196078


Tree=4925
num_leaves=9
num_cat=0
split_feature=1 3 15 3 12 3 52 1
split_gain=1.59956e-05 5.12571e-05 4.4671e-05 4.40692e-05 3.65103e-05 8.51852e-05 4.13331e-05 4.63731e-05
threshold=0.088010000000000019 -0.115685 -1.0000000180025095e-35 -0.032959999999999996 0.090480000000000019 0.076695000000000013 -0.074484999999999982 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8
right_child=4 2 3 -5 -6 6 7 -9
leaf_value=0.013883539579986032 0.026984424498842276 -0.02791379905606068 -0.018647024457056897 0.0090881300068804752 -0.0093154106470001545 -0.018413580812401253 0.021589518412619083 -0.0087583430148690643
leaf_weight=0.0011206155446180609 0.0015390767324051178 0.0010505313055215147 0.0010200677527316758 0.0013068496545423534 0.0017059428997551092 0.0010108555181728984 0.0010038605111428736 0.0010102090634862809
leaf_count=200 580 1021 990 114 609 112 96 188
internal_value=0 -0.0046488 -0.0107977 -0.00307033 0.00316609 0.00783145 -0.00191356 0.00636776
internal_weight=0 0.00449806 0.00337745 0.00232692 0.00626994 0.004564 0.00302493 0.00201407
internal_count=3910 2325 2125 1104 1585 976 396 284
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=10
num_cat=0
split_feature=484 15 42 42 151 4 15 4 16
split_gain=0.000107159 3.73376e-05 0.000129219 9.24564e-05 8.07797e-05 0.00010418 0.000130783 0.000143409 7.6138e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 -0.23071499999999998 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -8 -5
right_child=1 2 -4 8 5 -7 7 -9 -10
leaf_value=-0.0006077541623648058 -0.00023088623490838208 -0.00042709462549742131 0.0004326608302510049 -0.00061596633628635544 -0.0002187877042419689 0.00086444857071196258 6.080958193226234e-05 0.0010281656017080403 0.0001097322260187728
leaf_weight=0.0010342243517883444 0.0011649314289083135 0.0019941451864274539 0.001013794853661537 0.0010371798719174198 0.001714949957330107 0.0011394399363912336 0.0013245933357030615 0.0010612698577398584 0.0011977048881590025
leaf_count=627 254 733 618 446 402 234 168 122 306
internal_value=0 5.08258e-05 -0.000137323 0.000116328 0.00023614 0.000339962 0.00019423 0.000491105 -0.000227055
internal_weight=0 0.011648 0.00300794 0.00864007 0.00640518 0.00524025 0.00410081 0.00238586 0.00223488
internal_count=3910 3283 1351 1932 1180 926 692 290 752
is_linear=0
shrinkage=0.00196078


Tree=4927
num_leaves=9
num_cat=0
split_feature=1 43 42 2 3 15 52 47
split_gain=1.60109e-05 3.56483e-05 5.14702e-05 5.4713e-05 4.6443e-05 8.23118e-05 2.76586e-05 3.12967e-05
threshold=0.10386500000000001 -0.15648499999999999 0.085545000000000024 0.097940000000000013 -0.082974999999999979 -0.091024999999999981 -0.015039999999999998 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -2 -8
right_child=6 2 -4 -5 5 -7 7 -9
leaf_value=0.013715337447121657 0.014813321417619783 0.0085313828415655921 -0.026878611751657608 0.014795230686418951 0.0012318869182299796 -0.038363085950079048 -0.011949165055532073 0.010127174893705716
leaf_weight=0.0010469643551475815 0.0016504436543186129 0.0010029944517307935 0.0010046098376045873 0.001372431210420444 0.0011029659298076118 0.0010019878099152035 0.0013911379351321843 0.0011927430668011248
leaf_count=235 392 740 1182 344 178 336 370 133
internal_value=0 -0.00319373 -0.0064213 -0.00183428 -0.00917766 -0.0176159 0.0047008 -0.00175852
internal_weight=0 0.00653195 0.00548499 0.00448038 0.00310795 0.00210495 0.00423432 0.00258388
internal_count=3910 3015 2780 1598 1254 514 895 503
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=8
num_cat=0
split_feature=49 42 457 43 12 52 3
split_gain=1.52318e-05 4.63844e-05 3.68112e-05 3.49816e-05 4.43982e-05 8.15843e-05 6.70339e-05
threshold=-0.045004999999999996 0.092395000000000019 0.084715000000000013 -0.17307499999999998 0.088375000000000023 -0.0066199999999999991 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.0036462804905721736 0.017999780322034076 -0.021525111016050105 0.02078668081771283 -0.016211330401583544 -0.015419290992056018 0.02525884350071908 -0.005718308352053455
leaf_weight=0.0014549656183990717 0.0010090170445952616 0.0010761235578611609 0.0010702005704540955 0.0014308726660908575 0.0017756988792592045 0.0017568824806850627 0.0011596877961002493
leaf_count=371 180 742 158 619 945 713 182
internal_value=0 -0.00217251 0.00670875 0.000747471 -0.00209549 0.00334657 0.0129417
internal_weight=0 0.00820828 0.00252517 0.00713216 0.00612314 0.00434744 0.00291657
internal_count=3910 3381 529 2639 2459 1514 895
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=10
num_cat=0
split_feature=158 50 156 42 43 0 2 151 15
split_gain=3.16187e-05 6.4731e-05 4.8207e-05 6.25212e-05 8.13398e-05 0.000111381 7.2075e-05 5.7107e-05 7.97143e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084090000000000012 -1.0000000180025095e-35 -0.074254999999999988 -0.077944999999999987 0.087995000000000004 -0.0088999999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -9
right_child=-2 -3 -4 4 6 -7 7 8 -10
leaf_value=-0.0002188295180588767 -0.00033595100450045526 -0.00043748061066044633 -0.00029356488608842866 8.5122035414689169e-05 -0.00033105838594738106 0.00099430910609303569 -0.00018070561812467213 0.00075704568480115906 6.3050667880368429e-05
leaf_weight=0.0016498065828768832 0.0010298564729449402 0.0010574956587228066 0.0012094247663876198 0.0010557318313807753 0.0012845098831300375 0.0010171516726521523 0.0010309518205097639 0.0011263614002437934 0.0014626403828190422
leaf_count=724 488 655 482 385 426 174 118 182 276
internal_value=0 2.34903e-05 7.30477e-05 0.000124442 0.00020561 0.000531255 6.7975e-05 0.000209569 0.000364978
internal_weight=0 0.0108941 0.00983658 0.00862715 0.00697735 0.00207288 0.00490446 0.00361995 0.002589
internal_count=3910 3422 2767 2285 1561 559 1002 576 458
is_linear=0
shrinkage=0.00196078


Tree=4930
num_leaves=10
num_cat=0
split_feature=484 42 43 3 15 52 1 0 43
split_gain=0.000102767 4.73695e-05 8.19948e-05 8.14812e-05 6.63451e-05 7.22807e-05 7.08309e-05 6.29793e-05 2.12708e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 1.0000000180025095e-35 -0.081429999999999989 0.094890000000000016 -0.18901999999999997 -0.16369999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 -4 -7 -8 -2
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.00059981443830762007 -1.8078559371871114e-05 0.0001090439386344709 0.00054628132233097715 0.00078672056190703889 -0.000391188566369082 -0.00031669722926758274 -0.00015557981825788537 0.00051127277090166272 -0.00041599829140612492
leaf_weight=0.0010295859711059964 0.0010108723028807399 0.0016715763764068225 0.0010559463113370589 0.0011524151904353536 0.0014087958436560383 0.0018165468631874816 0.0010021086143215665 0.0011923907409449341 0.0010560317267735014
leaf_count=627 157 505 228 465 574 215 99 210 830
internal_value=0 4.71108e-05 0.000106785 0.00038559 -1.47978e-05 8.98516e-05 -3.03079e-05 0.000206757 -0.000221385
internal_weight=0 0.0113667 0.00929978 0.00282399 0.00647579 0.00506699 0.00401105 0.0021945 0.0020669
internal_count=3910 3283 2296 970 1326 752 524 309 987
is_linear=0
shrinkage=0.00196078


Tree=4931
num_leaves=10
num_cat=0
split_feature=484 42 43 3 15 52 1 0 1
split_gain=0.000101717 6.98824e-05 6.09391e-05 6.98356e-05 6.71974e-05 6.44965e-05 7.20977e-05 7.83463e-05 4.07982e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 1.0000000180025095e-35 -0.081429999999999989 0.094890000000000016 -0.18901999999999997 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 -4 -7 -8 -2
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.00058477497334707106 -0.00055088864365983759 0.00010446748703220833 0.00053730592031245512 0.0007241487942443016 -0.00035681663401006925 -0.00027635695056478705 -0.00014415152812280753 0.00057587036077800656 -1.269006355231819e-05
leaf_weight=0.0010688032641424641 0.0010427862753612949 0.0017232964113008298 0.001116702958334579 0.001176570186999099 0.0014572221640530153 0.001897108762439364 0.001093716458912768 0.0012394434324990197 0.0011265312900745278
leaf_count=627 811 505 228 465 574 215 99 210 176
internal_value=0 4.67562e-05 0.000117879 0.000355892 1.64411e-05 0.000118166 7.52166e-06 0.000238345 -0.000271401
internal_weight=0 0.0118734 0.00970406 0.00289987 0.00680419 0.00534697 0.00423027 0.00233316 0.00216932
internal_count=3910 3283 2296 970 1326 752 524 309 987
is_linear=0
shrinkage=0.00196078


Tree=4932
num_leaves=9
num_cat=0
split_feature=4 12 1 42 15 3 3 15
split_gain=1.81496e-05 2.2518e-05 4.4164e-05 5.81744e-05 4.81371e-05 5.96907e-05 6.54613e-05 4.61887e-05
threshold=0.27608500000000008 -0.036459999999999992 0.12485500000000001 0.088915000000000008 0.079360000000000014 -0.08348499999999999 0.10856000000000002 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.014894956101733241 0.0098378935575857158 0.02621639841956468 0.01972736761815214 -0.02334819430502464 -0.015068866804691406 0.003305201636473222 0.018342450834415703 -0.025665543732331438
leaf_weight=0.0011466493212507643 0.0015736993704957994 0.0011263340861845674 0.0010021332395611648 0.0011441002649487308 0.00138074059768197 0.0011473710759924321 0.0012117632418727625 0.0010575706325851237
leaf_count=300 441 578 106 901 881 194 83 426
internal_value=0 -0.00178203 8.11495e-05 -0.00270443 0.00128264 0.00625227 -0.000329008 -0.0105902
internal_weight=0 0.00921666 0.00807001 0.00706788 0.00592378 0.00454304 0.0034167 0.00220494
internal_count=3910 3469 3169 3063 2162 1281 703 620
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=8
num_cat=0
split_feature=42 43 0 4 48 0 16
split_gain=1.57727e-05 4.23301e-05 6.86287e-05 3.74356e-05 3.93649e-05 4.37253e-05 5.43649e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.06402999999999999 -0.23071499999999998 0.086125000000000021 -0.19631499999999999 -0.087089999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7
right_child=1 3 -4 4 -6 6 -8
leaf_value=-0.008565168848447071 -0.00048284489930555539 -0.01786018604823424 0.032868695944265849 0.024225415362219636 -0.011934222717286632 0.017469334077682083 -0.013008483310397565
leaf_weight=0.0018196811160428135 0.0015995359711870438 0.0013043869185173033 0.0010044128331194899 0.00104401494753498 0.0015775274445664726 0.0010049570507710331 0.0014014079012403644
leaf_count=1060 1071 227 262 122 241 368 559
internal_value=0 0.00164898 0.0123817 -0.00276451 0.00115175 0.0071347 -0.000280199
internal_weight=0 0.00893624 0.00260395 0.00633229 0.00502791 0.00345038 0.00240636
internal_count=3910 2850 1333 1517 1290 1049 927
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=8
num_cat=0
split_feature=4 42 4 2 13 4 49
split_gain=1.49049e-05 2.28336e-05 4.30681e-05 3.42884e-05 6.63504e-05 3.61486e-05 5.4826e-05
threshold=0.27608500000000008 0.091955000000000023 0.080255000000000007 0.11165000000000001 -0.084184999999999996 -0.08422499999999998 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.019910432300399239 0.0089427701842388352 -0.014892479437518286 -0.016424860075141098 0.017480028558151863 -0.008816374197580433 -0.0043198786271262677 0.023634134606060113
leaf_weight=0.0012899820986624058 0.0015670482071212756 0.0011341984178500587 0.0012963175471872495 0.0013885742703505007 0.0011562341114461656 0.0011944340616115267 0.0017004806484925306
leaf_count=661 441 711 217 239 575 266 800
internal_value=0 -0.00161119 0.000265657 0.00348069 -0.000158827 0.00613055 0.0121004
internal_weight=0 0.00916022 0.00802602 0.00672971 0.00534113 0.00405115 0.00289491
internal_count=3910 3469 2758 2541 2302 1641 1066
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=10
num_cat=0
split_feature=484 1375 1 4 42 43 0 52 52
split_gain=8.25642e-05 4.35331e-05 4.16675e-05 4.69626e-05 4.62677e-05 7.81704e-05 5.6188e-05 3.70274e-05 5.79623e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11198000000000001 0.24280000000000004 -1.0000000180025095e-35 -0.073139999999999983 -0.077944999999999987 0.083750000000000005 -0.031409999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 8 -7
right_child=1 2 3 -5 5 7 -8 -9 -10
leaf_value=-0.00053825278761552762 -0.00033366548817447277 -0.00032085143277321595 8.4094409662688292e-05 0.00060351105481409005 6.7553360174705011e-05 -0.00031955197327041403 0.00071870519837659839 -0.00040346103836832905 0.00025356183863983213
leaf_weight=0.0010186852221116737 0.0010568114883301267 0.0013529704009682206 0.0017094012173749242 0.0010998234039749015 0.0010225516439205948 0.0011061118429240865 0.0010154488761987598 0.0010179394570150762 0.001754810615972308
leaf_count=627 146 913 226 326 412 282 190 387 401
internal_value=0 4.49414e-05 8.46392e-05 0.000287448 6.26927e-06 8.10698e-05 0.000391995 -8.22938e-05 3.19802e-05
internal_weight=0 0.0111359 0.0100791 0.00280922 0.00726983 0.00591686 0.002038 0.00387886 0.00286092
internal_count=3910 3283 3137 552 2585 1672 602 1070 683
is_linear=0
shrinkage=0.00196078


Tree=4936
num_leaves=9
num_cat=0
split_feature=11 43 15 4 13 52 457 16
split_gain=1.5013e-05 2.19304e-05 8.25229e-05 4.9033e-05 3.85053e-05 4.57561e-05 6.51043e-05 5.57657e-05
threshold=0.077330000000000024 -0.053009999999999995 -0.053579999999999996 -0.068329999999999988 -0.09547499999999999 0.071660000000000015 0.018630000000000004 -0.070594999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 -6
right_child=-2 4 3 -5 5 -7 -8 -9
leaf_value=0.028289365133461027 -0.011496860668070603 0.0095535843207255142 0.011112931721316959 -0.019154781889667863 -0.039056863529732574 0.0098891005369183618 0.0077933305582585603 -0.007722085517281309
leaf_weight=0.0012320239503355334 0.0010375759257254822 0.0019073886939172408 0.0010582637641123143 0.0010828830756148403 0.0010942478071579152 0.0011311259912835233 0.0010025879769020498 0.0011808707096420692
leaf_count=803 279 348 381 518 385 630 120 446
internal_value=0 0.00115964 0.0076697 -0.00419494 -0.00231704 -0.00745262 -0.0134372 -0.022793
internal_weight=0 0.00968939 0.00337317 0.00214115 0.00631622 0.00440883 0.00327771 0.00227512
internal_count=3910 3631 1702 899 1929 1581 951 831
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=9
num_cat=0
split_feature=49 151 4 2 4 15 2 160
split_gain=1.65056e-05 4.60764e-05 5.31778e-05 3.96902e-05 5.51252e-05 6.87067e-05 4.17956e-05 3.45781e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.27608500000000008 0.11230000000000001 -0.08422499999999998 -0.075094999999999981 0.083585000000000007 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 -7 -1
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.0036426812908946248 -0.022071111807083141 -0.012569435087657167 0.021778063902958059 -0.020882826858361764 -0.011921916604395909 0.0061802298153387321 0.03380016329962212 0.020693446041181854
leaf_weight=0.0012954149559329907 0.0010191054455398032 0.0019683339296456531 0.0010223559139715416 0.0010186405292060561 0.0010943793296433043 0.0012071787012120346 0.001003169429593953 0.001062892669397548
leaf_count=332 388 671 324 298 587 472 665 173
internal_value=0 -0.00215044 0.000625211 -0.00281197 0.00067892 0.00856979 0.0187156 0.00732565
internal_weight=0 0.00833316 0.00731406 0.0062917 0.00527306 0.00330473 0.00221035 0.00235831
internal_count=3910 3405 3017 2693 2395 1724 1137 505
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=11
num_cat=0
split_feature=484 15 42 124 42 151 1 16 3 13
split_gain=6.77755e-05 4.79009e-05 0.000119872 7.38118e-05 0.000123974 0.000116442 7.80168e-05 0.000127807 5.74077e-05 1.43804e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 -0.018779999999999995 0.083970000000000017 -0.044604999999999992 0.095575000000000007 0.0054700000000000009 0.11265500000000002 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 -8 -6
right_child=1 2 -4 4 9 6 8 -9 -10 -11
leaf_value=-0.00047919809911605002 -0.00036319090979323088 -0.00045190446147115755 0.00037645037016281751 -0.00026368615977146419 -0.0003949252317992422 -0.00023627410926180703 0.0010730117589292227 0.00071111968771288649 0.00043860017686672757 -6.3841727106746083e-05
leaf_weight=0.001060492093868934 0.0010866464017095772 0.0019998841477936883 0.0010112857723018689 0.0010035387194122919 0.0010168343350144178 0.0011494306105748796 0.0010366318601146582 0.0010453549178483902 0.0011643265651791232 0.0010008038833735267
leaf_count=627 280 730 621 190 461 293 199 162 144 203
internal_value=0 3.88181e-05 -0.000173706 0.000114074 0.000183998 0.000338964 0.000476548 0.00021496 0.000737402 -0.000230699
internal_weight=0 0.0115147 0.00301117 0.00850357 0.00741692 0.00539928 0.00439574 0.00219479 0.00220096 0.00201764
internal_count=3910 3283 1351 1932 1652 988 798 455 343 664
is_linear=0
shrinkage=0.00196078


Tree=4939
num_leaves=7
num_cat=0
split_feature=42 51 43 2 12 15
split_gain=1.47641e-05 4.0032e-05 3.77261e-05 4.98925e-05 6.21511e-05 4.12753e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 0.097940000000000013 0.080120000000000011 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.008284410052049905 -0.01425616240459201 0.018954193453579404 0.0046607912500581878 0.022362382019073451 -0.025250486811127633 -0.00032860747584960556
leaf_weight=0.0018116417455234018 0.0013470392971421108 0.0014502246171344737 0.0015464317135364546 0.0014025796119918931 0.0012612212673992868 0.0018710541707888861
leaf_count=1060 521 488 251 304 988 298
internal_value=0 0.00162139 0.00446114 0.00100494 -0.00877561 0.00939329
internal_weight=0 0.00887855 0.00753151 0.00608129 0.00280765 0.00327363
internal_count=3910 2850 2329 1841 1239 602
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=10
num_cat=0
split_feature=484 124 13 15 2 151 2 0 0
split_gain=9.98477e-05 3.64683e-05 7.23135e-05 7.11594e-05 9.66502e-05 9.05172e-05 0.000118214 0.000120783 7.78707e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 -1.0000000180025095e-35 0.094010000000000024 -0.044604999999999992 0.090695000000000012 -0.089879999999999974 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 8 -4 7 -7 -5
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.00059202892812234393 -0.00027974932140644126 0.00056520225336717999 -0.000291906521561116 0.00033759941855787163 -0.00061411329949372247 -0.00045946134715606825 0.00067630216836246356 0.00048715972947300596 -0.00034887012302678715
leaf_weight=0.0010345202660189479 0.0011937727484420966 0.0010678006292045615 0.001214433665902773 0.0014806475393929516 0.0012876386492046447 0.0010735524646903771 0.0018796672798427148 0.0010018025738317677 0.0011127991976535036
leaf_count=627 306 157 326 515 381 202 523 235 638
internal_value=0 4.43734e-05 8.26138e-05 2.56771e-05 -0.00017498 0.000176325 0.000320101 -2.51426e-06 4.30483e-05
internal_weight=0 0.0113121 0.0101183 0.00905054 0.00388109 0.00516946 0.00395502 0.00207536 0.00259345
internal_count=3910 3283 2977 2820 1534 1286 960 437 1153
is_linear=0
shrinkage=0.00196078


Tree=4941
num_leaves=11
num_cat=0
split_feature=484 4 0 1 0 15 15 3 12 48
split_gain=0.000110768 6.74402e-05 0.000101772 9.6249e-05 8.34517e-05 7.49653e-05 0.00016128 6.21014e-05 9.85395e-05 5.59448e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.083674999999999986 1.0000000180025095e-35 -0.019749999999999993 0.086245000000000016 0.090715000000000018 0.09227500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5 -9
right_child=1 2 -4 5 -6 -7 -8 9 -10 -11
leaf_value=-0.00061479723985881547 -0.00043661675365266905 -0.00071180180027724559 0.0006329929936226261 0.00070515402776365871 2.6548404500962721e-05 -0.00025075173023412638 0.00092239971948962637 -0.00037968083574181085 -8.1212706938600698e-05 0.00020339886928702987
leaf_weight=0.0010925415891107062 0.0010577074701979038 0.0011340336715986812 0.0011534693055823024 0.0011945089241921234 0.001223489528158895 0.0016207692269307921 0.0010511552424233685 0.0014979105027539789 0.001257764083347386 0.0010952227941576353
leaf_count=627 151 793 152 368 737 472 145 168 207 90
internal_value=0 3.67067e-05 8.12938e-05 1.81298e-05 -0.000328618 0.000124056 0.000223698 7.81316e-05 0.000301829 -0.000133414
internal_weight=0 0.012286 0.0112283 0.0100749 0.00235752 0.00771733 0.00609656 0.00504541 0.00245227 0.00259313
internal_count=3910 3283 3132 2980 1530 1450 978 833 575 258
is_linear=0
shrinkage=0.00196078


Tree=4942
num_leaves=10
num_cat=0
split_feature=484 15 42 124 151 42 1 16 16
split_gain=8.15315e-05 6.07412e-05 0.000127734 9.37375e-05 0.000119936 0.000144817 0.000105726 0.000120658 9.91202e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 -0.018779999999999995 -0.044604999999999992 0.083815000000000014 0.095575000000000007 0.0054700000000000009 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 -8
right_child=1 2 -4 4 5 -7 8 -9 -10
leaf_value=-0.00053933362411266955 -0.00041472685498956133 -0.00049310888893448746 0.00036530399008463346 -0.00031363152239814019 -0.00024066645707995874 -0.00018527091992009108 0.0011738592976697079 0.00067824380945218543 0.00034576084212597255
leaf_weight=0.0010215401423031801 0.0010888917513465039 0.0019691408849656219 0.0010074288174782287 0.0014108227908263332 0.001151395263192916 0.0015967366818126581 0.0012387503258911871 0.0010507068697754726 0.0010078671278262522
leaf_count=627 280 730 621 351 287 509 170 162 173
internal_value=0 3.86443e-05 -0.000202577 0.00012267 0.000201149 0.000321283 0.000503096 0.000197781 0.000802362
internal_weight=0 0.0115217 0.00297657 0.00854517 0.00745628 0.00604546 0.00444872 0.0022021 0.00224662
internal_count=3910 3283 1351 1932 1652 1301 792 449 343
is_linear=0
shrinkage=0.00196078


Tree=4943
num_leaves=9
num_cat=0
split_feature=157 160 133 42 151 4 4 13
split_gain=1.64245e-05 5.26393e-05 6.36852e-05 2.73208e-05 4.89588e-05 8.05687e-05 8.85989e-05 5.89538e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=0.011320883663107437 -0.019085836006002561 -0.020901589544430103 -0.0092893726691821981 -0.0091051922272684851 0.029742606676845047 0.033540721333900764 -0.019757235365692905 -0.002401043392043065
leaf_weight=0.0011311168285638414 0.0014350648879471279 0.0010844227591422602 0.0011116165241679982 0.0013359423621109711 0.0012715524191058236 0.0013190477774372138 0.0010470065639214404 0.0010350423833510251
leaf_count=517 856 847 362 305 241 249 178 355
internal_value=0 -0.00141663 0.00167388 0.00511217 0.00777652 0.0126031 0.00436789 0.0153187
internal_weight=0 0.0096397 0.00820463 0.00712021 0.00600859 0.00467265 0.0033536 0.00230659
internal_count=3910 3393 2537 1690 1328 1023 774 596
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=10
num_cat=0
split_feature=484 1375 1 42 3 15 2 2 15
split_gain=6.5905e-05 3.21506e-05 4.33028e-05 5.41164e-05 6.06832e-05 5.90367e-05 3.78722e-05 8.61122e-05 6.4379e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.08348499999999999 -1.0000000180025095e-35 0.096540000000000015 0.10796500000000002 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6
right_child=1 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00048403365347560417 -0.00028586001596768185 0.00068438027567587617 0.00039880162120557565 -0.00036478243748338206 -0.00058977418154044993 9.5878132158245779e-05 0.00051141583567691122 -0.00020524608566335235 5.8713589585603739e-05
leaf_weight=0.0010079042600502951 0.0010624203312126447 0.0010380681720601566 0.0013571815413296407 0.0011988591469528484 0.0010471841824370705 0.001777680173544488 0.0011695860281610321 0.0014361051352309747 0.0013439386670353818
leaf_count=627 146 324 310 600 335 689 205 225 449
internal_value=0 3.89982e-05 7.22848e-05 2.31092e-05 8.26322e-05 0.000312838 -4.7091e-05 0.000116434 -0.000225289
internal_weight=0 0.011431 0.0103686 0.00901142 0.00781256 0.00281575 0.00499681 0.00260569 0.00239112
internal_count=3910 3283 3137 2827 2227 1013 1214 430 784
is_linear=0
shrinkage=0.00196078


Tree=4945
num_leaves=10
num_cat=0
split_feature=48 48 51 1 4 42 16 3 0
split_gain=3.3105e-05 7.40716e-05 7.99521e-05 7.7104e-05 6.78747e-05 9.33228e-05 7.14498e-05 6.58997e-05 5.33576e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.078965000000000021 0.15100500000000003 -0.044019999999999997 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -6
right_child=-2 -3 -4 -5 8 -7 -8 -9 -10
leaf_value=0.00011270908923474864 -0.00034144124837750579 0.00048500170414095365 -0.00052293522950053824 0.0003812425660146722 -0.00065465857976588137 -0.00037727370760963323 -0.00016914064143432774 0.00080046825676170265 -4.3571507618850993e-05
leaf_weight=0.0010709272636396103 0.0010348657852573577 0.001200260849594484 0.001124532686878601 0.001902791107254798 0.0010960166289238024 0.0012672286954569971 0.0010426507942930771 0.0010716211120664347 0.0011013992218484874
leaf_count=630 161 279 398 421 211 1055 188 129 438
internal_value=0 2.55616e-05 -3.14228e-05 3.32031e-05 -6.63852e-05 7.27817e-05 0.000251836 0.0004567 -0.000348367
internal_weight=0 0.0108774 0.00967717 0.00855263 0.00664984 0.00445243 0.0031852 0.00214255 0.00219742
internal_count=3910 3749 3470 3072 2651 2002 947 759 649
is_linear=0
shrinkage=0.00196078


Tree=4946
num_leaves=8
num_cat=0
split_feature=133 42 160 15 16 15 4
split_gain=1.74729e-05 3.95321e-05 3.77586e-05 3.2233e-05 6.90036e-05 3.31383e-05 1.59873e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.095799999999999982 0.032820000000000009 -0.03231499999999999 -0.0072799999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.011768256472189263 -0.016941747545536037 -0.019649394120951711 -0.006644915647743211 0.033714930603939264 -0.0044860410011041919 0.010596365936092547 -0.0018136829812657807
leaf_weight=0.0011167381754182875 0.0014062740754949904 0.0010042852617993961 0.0017147348215595997 0.0010747182111118139 0.0019911757437192862 0.0014654910340387126 0.0010059878130608555
leaf_count=604 752 540 345 258 448 551 412
internal_value=0 -0.00144336 0.00119641 0.00503291 0.00945195 0.0203774 -0.010724
internal_weight=0 0.00966267 0.00825639 0.00624612 0.00453138 0.00254021 0.00201027
internal_count=3910 3306 2554 1602 1257 809 952
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=8
num_cat=0
split_feature=51 40 50 2 3 13 2
split_gain=1.76362e-05 3.56158e-05 4.47904e-05 4.79157e-05 0.0001517 6.51676e-05 8.20346e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.07992500000000001 0.11230000000000001 0.094625000000000015 -0.0019849999999999994 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.0097617031820775996 0.014171652926001017 -0.019479700988368667 -0.023054282944722906 -0.015944384071395114 0.038442157393653524 0.021036416557666811 -0.016104425619362331
leaf_weight=0.0015610009396807593 0.0012208254245428046 0.001761072904263296 0.0010850325383110855 0.0016690223239887881 0.0010045503229983606 0.0014430306939066122 0.0010115820347909902
leaf_count=515 360 1441 663 337 119 199 276
internal_value=0 -0.00173439 -0.00416953 -0.00119525 0.00352037 -0.0048011 0.00573013
internal_weight=0 0.00919512 0.00797429 0.00688926 0.00522024 0.00421569 0.00245461
internal_count=3910 3395 3035 2372 2035 1916 475
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=10
num_cat=0
split_feature=484 1375 4 15 12 49 4 4 16
split_gain=9.50066e-05 5.08526e-05 5.06734e-05 6.33047e-05 5.91261e-05 4.40803e-05 7.3582e-05 5.76685e-05 9.20339e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 -0.15202999999999997 0.10371500000000002 0.010625000000000001 -0.23071499999999998 -0.0017649999999999999 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00057424903185709767 -0.00035635456125188364 -0.0004188216413040931 0.00066039330325968115 -6.5455049281612127e-06 -0.00042429757793443454 0.00046231510757562764 -4.2102919050693999e-06 -0.00013574689943916248 0.00068163599710605017
leaf_weight=0.0010280675547034253 0.0010849696760173435 0.0011900773765005238 0.001190498495703927 0.0010125589475618812 0.001013971654563667 0.001005105368155494 0.0017416250979723239 0.0020035271826217668 0.0013241634935534786
leaf_count=627 146 195 302 175 306 418 1138 302 301
internal_value=0 4.77454e-05 8.95748e-05 0.000353858 1.92441e-05 8.11532e-05 1.99479e-05 0.000122954 0.000292018
internal_weight=0 0.0115665 0.0104815 0.00220306 0.00827847 0.0072645 0.00625939 0.00506932 0.00306579
internal_count=3910 3283 3137 477 2660 2354 1936 1741 1439
is_linear=0
shrinkage=0.00196078


Tree=4949
num_leaves=8
num_cat=0
split_feature=1 4 15 15 3 12 16
split_gain=1.73563e-05 4.69929e-05 2.20054e-05 5.63162e-05 5.62198e-05 7.10256e-05 5.83398e-05
threshold=0.076710000000000014 -0.083329999999999987 0.024640000000000006 -0.017214999999999998 0.086245000000000016 0.090715000000000018 -0.09601999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6
right_child=2 -3 -4 -5 6 -7 -8
leaf_value=0.0040039802316313277 0.030272311942374341 -0.019750427320791485 -0.0090548285665874514 0.025062464785734141 0.0090529589097497545 -0.0051139041193724519 -0.021688568253827062
leaf_weight=0.0019895923150394226 0.0010983903758557336 0.001432367945586514 0.0013104481370908739 0.0011579720076272931 0.0010192647999200557 0.0011729084637071003 0.0015654514009815069
leaf_count=454 449 1554 544 325 168 259 157
internal_value=0 -0.00593917 0.00268736 0.00524598 0.000520517 0.0119987 -0.00956586
internal_weight=0 0.00342196 0.00732444 0.00601399 0.00485602 0.0022713 0.00258472
internal_count=3910 2008 1902 1358 1033 708 325
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=7
num_cat=0
split_feature=484 1 43 12 1 16
split_gain=1.56354e-05 3.92851e-05 5.55864e-05 5.53801e-05 5.66338e-05 7.64884e-05
threshold=0.085515000000000022 0.12263000000000002 -0.15648499999999999 0.092365000000000017 0.094485000000000013 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.015323593851314829 0.010382747859612892 0.012810017886385031 0.0035107257891263833 -0.024158310604929168 0.010796770035160563 -0.027834865557218941
leaf_weight=0.0012122256272945244 0.0012661022607871339 0.0016037732022914355 0.0016721442586930231 0.0016018776971279567 0.0019024953127498084 0.0014565920697001593
leaf_count=251 437 333 638 887 411 953
internal_value=0 -0.00145108 -0.00436639 -0.00796481 -0.00280901 -0.0110823
internal_weight=0 0.00944911 0.00784533 0.00663311 0.00503123 0.00312874
internal_count=3910 3473 3140 2889 2002 1591
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=9
num_cat=0
split_feature=52 0 16 160 42 13 13 0
split_gain=1.62973e-05 4.63483e-05 6.80882e-05 2.81974e-05 3.0399e-05 4.24994e-05 7.73739e-05 2.03062e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.083354999999999985 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.010628158668743882 -0.016261814525327233 0.031911224277873032 -0.0013553479626591453 -0.015237845605830509 -0.012782748385838028 0.032605977654562232 -0.010296684300578453 0.0080256891298201363
leaf_weight=0.0012286857238773181 0.0012887491910333546 0.0010871258603978654 0.0014174658911050779 0.0010492423635341799 0.0011769409755138273 0.0010031494402448831 0.0011191825451066075 0.0013162624955842161
leaf_count=104 924 571 515 695 125 387 134 455
internal_value=0 0.00528 0.0130841 -0.00291096 0.000126391 0.00361912 0.00923305 -0.00039416
internal_weight=0 0.00373328 0.00250459 0.00695353 0.00566478 0.00461554 0.00343859 0.00243545
internal_count=3910 1190 1086 2720 1796 1101 976 589
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=9
num_cat=0
split_feature=0 157 51 2 12 42 2 16
split_gain=1.45922e-05 3.62978e-05 8.5463e-05 4.49988e-05 7.53414e-05 5.14031e-05 3.61137e-05 2.9544e-05
threshold=-0.017269999999999997 -0.055684999999999991 -0.032189999999999989 0.086875000000000022 0.086865000000000012 0.083725000000000008 0.11230000000000001 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -2
right_child=7 2 3 5 -6 -7 -8 -9
leaf_value=0.015818806240189148 -0.0033041627394895089 -0.030192476034927335 -0.028612538257409104 0.01042983139718724 0.0065300284226316981 0.025369004058006125 -0.012586337779848623 0.019482730864114849
leaf_weight=0.0010074864293048548 0.0012559963925727015 0.0010951000426954365 0.0011841813730710522 0.0014473059757279096 0.0012582719792831125 0.0010781815097150628 0.0012887632212200673 0.0010402131918688662
leaf_count=492 277 364 609 548 630 588 233 169
internal_value=0 -0.00198171 -0.00442108 8.96408e-05 -0.0105082 0.00687599 -0.000411412 0.0070186
internal_weight=0 0.00835929 0.0073518 0.0062567 0.00244245 0.00381425 0.00273607 0.00229621
internal_count=3910 3464 2972 2608 1239 1369 781 446
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=10
num_cat=0
split_feature=4 0 1 157 16 52 151 2 0
split_gain=4.41121e-05 8.15205e-05 5.7702e-05 5.88135e-05 9.34042e-05 8.70345e-05 5.64403e-05 0.000121731 4.10813e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062769999999999979 -0.055679999999999993 -0.108275 -0.0088999999999999982 0.090420000000000014 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 6 -6 -5 -8 -2
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.00040443953782496803 -0.00060136786754796912 0.00053443496416184127 0.00048685953750797793 -0.00019601840713491953 8.7519628258342865e-05 -0.00068405922618013093 -7.306816937145249e-05 0.00068193130993778842 -6.0338775411596264e-05
leaf_weight=0.0010089545659923574 0.001019001574463082 0.0010848098334065122 0.0010154449520678593 0.0013551846686205601 0.0010060154790147158 0.0012736962306225145 0.0017593466270554496 0.0015394856587464111 0.0011469046786896924
leaf_count=176 1031 164 216 183 156 368 500 248 868
internal_value=0 2.36194e-05 -3.1164e-05 4.61396e-05 -1.84039e-05 -0.000343569 0.000140874 0.000279272 -0.000314879
internal_weight=0 0.0111999 0.0101151 0.00794917 0.00693373 0.00227971 0.00465402 0.00329883 0.00216591
internal_count=3910 3734 3570 1671 1455 524 931 748 1899
is_linear=0
shrinkage=0.00196078


Tree=4954
num_leaves=9
num_cat=0
split_feature=1 42 4 15 16 2 3 12
split_gain=1.60377e-05 3.02078e-05 3.99111e-05 5.07946e-05 3.39973e-05 6.18662e-05 2.65299e-05 3.19134e-05
threshold=0.10786000000000001 0.088465000000000002 -1.0000000180025095e-35 -0.095799999999999982 -0.083564999999999987 0.096540000000000015 0.11265500000000002 0.092870000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 -2
right_child=6 -3 3 -5 5 -7 -8 -9
leaf_value=0.019060275398222096 0.025586211450122204 -0.018524385218275957 -0.027373211481323035 0.0042184537991745048 -0.014326889980865294 0.016236447706980389 -0.0043640095012262787 0.00047332393366289916
leaf_weight=0.0012928736492110117 0.0010060325852272907 0.001043586191667889 0.0010114966539970295 0.0010243741066337532 0.0014836417255126408 0.0011963388470428715 0.001571062990627487 0.0010181736268850064
leaf_count=436 307 920 213 342 935 312 246 199
internal_value=0 -0.00282001 -9.24968e-05 -0.0114775 0.00574168 -0.000683467 0.00538662 0.0129545
internal_weight=0 0.00705231 0.00600872 0.00203587 0.00397285 0.00267998 0.00359527 0.00202421
internal_count=3910 3158 2238 555 1683 1247 752 506
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=10
num_cat=0
split_feature=11 3 1 13 52 15 0 3 4
split_gain=4.02234e-05 4.26372e-05 6.67747e-05 6.68885e-05 9.37348e-05 6.3767e-05 5.10382e-05 5.01934e-05 3.21352e-05
threshold=0.079700000000000007 -0.12008499999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -1.0000000180025095e-35 -0.15137999999999999 -0.055684999999999991 0.0014600000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 8 -5 -3 -6 -7 -4
right_child=-2 2 3 4 6 7 -8 -9 -10
leaf_value=0.00037886087890721493 -0.00038270580663255204 -0.00059381377224661431 0.00065339349233594387 -0.00047935329453054624 0.00043310549819316774 -0.00038124476756285245 -9.5543393327602872e-05 0.00017686682939504597 0.00015880460875189697
leaf_weight=0.001185575357266982 0.0010022300986868892 0.0011955640615008587 0.0010017562140198597 0.0012496565689227579 0.0013904758019610839 0.0010316871866877634 0.0014183365838563253 0.0015507883386788235 0.0010186683027038135
leaf_count=192 254 1021 518 142 112 972 201 132 366
internal_value=0 2.7546e-05 -1.47096e-05 0.000112519 -3.26027e-05 -0.000219422 0.000166159 -4.60962e-05 0.000404029
internal_weight=0 0.0110425 0.00985693 0.00607889 0.00405847 0.00377804 0.00280881 0.00258248 0.00202042
internal_count=3910 3656 3464 1339 455 2125 313 1104 884
is_linear=0
shrinkage=0.00196078


Tree=4956
num_leaves=9
num_cat=0
split_feature=1 0 15 51 16 151 2 52
split_gain=1.68767e-05 4.21319e-05 2.35202e-05 5.04346e-05 6.48451e-05 3.9948e-05 0.000114 4.06943e-06
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 -0.09021499999999999 -0.019979999999999994 -0.0088999999999999982 0.10433000000000002 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 -3
right_child=2 7 -4 4 -6 6 -8 -9
leaf_value=-0.019304388977874416 0.024220048754035328 -0.0011214572011586813 -0.0084168117564355615 -0.0069344462825784315 -0.020362130635993 -0.0056417985107552627 0.039422449164334766 0.0078831182580000221
leaf_weight=0.001382942046817737 0.0011602474487239179 0.0010042580113135209 0.0015135057689686952 0.0012322728300090385 0.0010939538685748318 0.0011990040617708283 0.001055565896294819 0.0010032956447039907
leaf_count=1642 265 228 571 208 355 286 217 138
internal_value=0 -0.00587347 0.00267287 0.00559643 0.000879343 0.00754359 0.0154568 0.00337867
internal_weight=0 0.0033905 0.00725455 0.00574104 0.0045808 0.00348684 0.00225457 0.00200755
internal_count=3910 2008 1902 1331 1066 711 503 366
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=4.66153e-05 3.7316e-05 5.44336e-05 7.09644e-05 9.64278e-05 8.20899e-05 8.89405e-05
threshold=0.079700000000000007 0.093225000000000016 0.086325000000000013 0.11260500000000001 0.26364000000000004 -0.0030249999999999995 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00040684986495135417 -0.00040915385991748969 0.00028029563746160288 -0.00031587893491151736 0.00045032355318065908 -0.00059325420063105049 0.00024696201759395454 -0.00043809649287186714
leaf_weight=0.0017947338925670647 0.0010149279844538549 0.0018953628704273832 0.0019143285814019586 0.0014111731983458041 0.0010014980351846399 0.0013403997582827772 0.0015964188982404348
leaf_count=982 254 402 1268 259 125 218 402
internal_value=0 3.01022e-05 -2.22469e-05 5.64332e-05 -4.05218e-05 7.64716e-05 -0.000125427
internal_weight=0 0.0109539 0.00905855 0.00714422 0.00573305 0.00473155 0.00293682
internal_count=3910 3656 3254 1986 1727 1602 620
is_linear=0
shrinkage=0.00196078


Tree=4958
num_leaves=10
num_cat=0
split_feature=484 159 150 124 1 1 3 3 3
split_gain=7.85601e-05 4.19629e-05 6.03149e-05 8.67893e-05 7.29147e-05 0.000105625 9.56338e-05 6.75856e-05 2.32717e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.090695000000000012 -0.011675 0.12864500000000004 0.096035000000000023 0.084925000000000014 -0.082139999999999977 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.00052780047790749172 -0.0004899057399875761 0.00033416711341376434 -0.00040553160427003997 0.00027036399219698644 0.00061127744431243647 -0.00011090432025874524 0.00070032216392305598 -0.00032053356561849184 -0.00052965279152194361
leaf_weight=0.0010226689372413124 0.0010016375105312289 0.0015976450255366518 0.001278778395645083 0.0019345728617319148 0.0010221200869879607 0.0010195871370280015 0.0011670398541041294 0.0012094595260000451 0.0010214081603239517
leaf_count=627 183 522 282 905 143 209 74 800 165
internal_value=0 3.98132e-05 -8.89648e-06 5.16597e-05 0.000125221 4.70086e-05 0.000220982 4.3055e-05 -0.000320465
internal_weight=0 0.0112522 0.0096546 0.00837583 0.00737419 0.00635207 0.00431107 0.00314403 0.002041
internal_count=3910 3283 2761 2479 2296 2153 1779 1705 374
is_linear=0
shrinkage=0.00196078


Tree=4959
num_leaves=9
num_cat=0
split_feature=47 4 1 1 0 3 15 52
split_gain=1.50441e-05 4.78756e-05 4.94503e-05 4.75497e-05 4.24638e-05 0.000149037 5.87768e-05 5.0396e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.095575000000000007 -0.084304999999999977 0.084925000000000014 0.041585000000000004 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.041078234794011972 -0.011171099183363261 0.015282004346891418 -0.022011159781586593 0.019929490094120629 -0.020465236322553829 0.011560487195107695 0.022351946974690465 0.010318150409970752
leaf_weight=0.0010376602214821019 0.001092410938922238 0.0019313909377099538 0.0010948364005149685 0.0010984874683077151 0.0011017385603433584 0.0011167470031379495 0.0011623602165740515 0.0010280823347333437
leaf_count=1142 179 512 203 381 474 95 818 106
internal_value=0 0.00121568 -0.00234032 0.000950144 -0.00287768 -0.0137927 0.00426513 -0.00560584
internal_weight=0 0.0095713 0.00763991 0.00654508 0.00544659 0.00215441 0.00329218 0.00212982
internal_count=3910 3731 3219 3016 2635 1237 1398 580
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=8
num_cat=0
split_feature=52 150 4 12 0 0 16
split_gain=1.63647e-05 4.69056e-05 8.75296e-05 3.04852e-05 4.09798e-05 4.32122e-05 3.78148e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 0.10214500000000001 -0.077944999999999987 -0.17106499999999999 -0.15168999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7
right_child=3 -3 -4 -5 -6 6 -8
leaf_value=-0.0058690068310330301 0.0079106811492293382 -0.012749730852705757 0.030308809512117976 -0.018240949375379241 0.011876532547962717 0.00082568378380276424 -0.024348966098342306
leaf_weight=0.0013314149348445936 0.0014235893958303419 0.0010370708716669302 0.0013436800712787402 0.0010942352554262217 0.0019271052939874942 0.0010148587026937899 0.0014480021307224696
leaf_count=720 181 157 313 354 556 315 1314
internal_value=0 0.00530388 0.0123028 -0.00292864 -4.65312e-05 -0.00595861 -0.0139754
internal_weight=0 0.00371217 0.0026751 0.00690779 0.00581356 0.00388645 0.00246286
internal_count=3910 1190 1033 2720 2366 1810 1629
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=10
num_cat=0
split_feature=484 16 13 13 15 43 13 1 0
split_gain=8.7699e-05 5.31837e-05 6.77248e-05 8.88016e-05 5.96032e-05 6.31455e-05 6.30743e-05 3.6365e-05 3.50175e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -3 -7 -8 -4
right_child=1 4 3 -5 -6 6 7 -9 -10
leaf_value=-0.00056519696247554253 0.00018299719058346162 -0.00014741333713196389 -0.00027611165634799478 0.00017044372139814315 -0.00023721771294458763 6.6370604247893871e-05 0.00030213770372026794 0.00078940116566996962 -0.00078374768016752051
leaf_weight=0.0010056132539304789 0.0018865485163508233 0.0011867902048888048 0.0010790363560475866 0.0010799904192789287 0.0011904758969657958 0.001595640292464571 0.0010702114559103589 0.0013092640336011499 0.0010128344686990039
leaf_count=627 558 216 92 272 605 391 351 201 597
internal_value=0 3.88236e-05 -0.000111187 -0.000286161 0.000158277 0.000249489 0.000367987 0.000570246 -0.000521897
internal_weight=0 0.0114108 0.00505841 0.00317186 0.00635238 0.00516191 0.00397512 0.00237948 0.00209187
internal_count=3910 3283 1519 961 1764 1159 943 552 689
is_linear=0
shrinkage=0.00196078


Tree=4962
num_leaves=9
num_cat=0
split_feature=47 52 12 52 3 43 0 0
split_gain=1.51875e-05 4.90906e-05 4.07898e-05 3.52236e-05 7.34787e-05 5.71733e-05 3.58678e-05 3.90041e-05
threshold=0.11669500000000001 0.11401500000000002 0.095920000000000019 0.067395000000000024 -0.083604999999999985 -0.042649999999999993 -0.23029999999999998 -0.11524
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.02652984328146038 -0.011225887633399179 -0.018413148069140527 0.017554921945857466 0.015719641546778011 0.023491174945524069 0.011167760856526723 -0.022928516405552629 0.0033260960157027158
leaf_weight=0.0010761421277314977 0.0010917138734351092 0.0011228283818736423 0.0017256545645888714 0.001213814775836531 0.0010110135594908428 0.0011052973371062933 0.0012237368240851536 0.001052526842904808
leaf_count=702 179 606 581 590 537 95 169 451
internal_value=0 0.00122607 0.00384869 0.000309281 -0.00311114 0.00262623 -0.00361193 -0.0107886
internal_weight=0 0.00953101 0.00840819 0.00668253 0.00546872 0.00439257 0.00338156 0.00227626
internal_count=3910 3731 3125 2544 1954 1252 715 620
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=11
num_cat=0
split_feature=147 52 150 4 0 47 42 15 4 15
split_gain=5.15671e-05 4.4922e-05 6.59502e-05 6.55034e-05 8.09958e-05 7.33732e-05 6.24791e-05 0.000130062 3.21018e-05 2.93585e-05
threshold=1.0000000180025095e-35 0.15091000000000002 0.088380000000000014 -0.48072499999999996 -0.017269999999999997 1.0000000180025095e-35 0.085195000000000007 0.079360000000000014 -0.00072999999999999985 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -7
right_child=-2 -3 -4 4 -6 9 -8 -9 -10 -11
leaf_value=-0.00041504649105608552 0.00041797298972296294 -0.00043411872901506635 -0.00045780124839421376 0.00055765122495229555 0.00059204351003047065 -8.9540765254039261e-06 0.00055473218638016808 -0.00050968842820952633 7.2095141757689171e-05 -0.00045850490259940335
leaf_weight=0.0010209522894569214 0.0010131913689509471 0.0010301463498774499 0.00109572778927339 0.0010723307813720637 0.0011566007184006461 0.0010104328137960446 0.0012188829054192636 0.001109414421514045 0.0010228082073151542 0.0012487776884487804
leaf_count=180 234 481 247 288 192 227 875 672 326 188
internal_value=0 -4.43298e-05 -3.99807e-06 5.21231e-05 0.000112965 3.00488e-05 0.000176881 3.31623e-05 0.000320612 -0.000257443
internal_weight=0 0.0109861 0.00995593 0.0088602 0.00783925 0.00668265 0.00442344 0.00320455 0.00209514 0.00225921
internal_count=3910 3676 3195 2948 2768 2576 2161 1286 614 415
is_linear=0
shrinkage=0.00196078


Tree=4964
num_leaves=10
num_cat=0
split_feature=484 133 484 16 16 151 1 15 16
split_gain=0.000123929 6.05888e-05 6.44172e-05 9.66338e-05 0.00011245 0.000105932 0.000100469 7.45251e-05 4.52294e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 -0.014099999999999998 0.10994000000000002 -0.0088999999999999982 0.10113500000000002 -1.0000000180025095e-35 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2
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right_child=1 -3 -4 4 7 6 -8 -9 -10
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leaf_weight=0.0010605599759597765 0.0013598638250670505 0.0011168288026363648 0.0010744335316092016 0.0013395641176002157 0.0012181691823504024 0.0013683277166734059 0.0018556943849022383 0.0013458217570082209 0.0011780914225415101
leaf_count=627 222 516 327 432 243 372 284 204 683
internal_value=0 4.9076e-05 9.42756e-05 0.000144905 0.000383103 -1.64658e-05 0.000131301 0.000142554 -0.000121573
internal_weight=0 0.0118568 0.01074 0.00966553 0.00390356 0.00576198 0.00440211 0.00256399 0.00254642
internal_count=3910 3283 2767 2440 879 1561 1339 447 1055
is_linear=0
shrinkage=0.00196078


Tree=4965
num_leaves=11
num_cat=0
split_feature=484 4 0 160 15 15 150 1 0 16
split_gain=7.66261e-05 8.14694e-05 0.000122664 8.50698e-05 7.39824e-05 0.00015541 7.13831e-05 0.000118284 9.02194e-05 4.20562e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
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leaf_value=-0.00051136925817546681 -0.00048696279060357075 -0.00052364719862779718 0.00069777014727301541 -0.00052510742914116393 6.245056634436608e-06 0.00080888539613148153 0.00045716257363897703 -0.00016794514460913605 0.0005620851931112112 -0.00051767093894186569
leaf_weight=0.0010756683060984427 0.0010517517844060359 0.0015020520756599482 0.0011251194365087128 0.0010085271688613064 0.0013713716857393365 0.0012385554919918575 0.0012074251812749766 0.0014209475614494764 0.001200901331540907 0.0010326363394825453
leaf_count=627 151 654 152 220 339 148 346 134 244 895
internal_value=0 3.46225e-05 8.40105e-05 1.48335e-05 7.55146e-05 0.000183209 3.7854e-05 -8.49142e-05 0.000166435 -0.000218802
internal_weight=0 0.0121593 0.0111075 0.00998242 0.00897389 0.00656988 0.00533133 0.0041239 0.00262185 0.00240401
internal_count=3910 3283 3132 2980 2760 1526 1378 1032 378 1234
is_linear=0
shrinkage=0.00196078


Tree=4966
num_leaves=10
num_cat=0
split_feature=147 48 52 2 133 52 16 52 15
split_gain=5.43347e-05 6.00046e-05 9.04865e-05 9.46292e-05 6.3133e-05 8.05564e-05 5.98969e-05 0.000105704 5.32685e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.11401500000000002 0.11260500000000001 0.087550000000000017 0.071660000000000015 -0.23935499999999996 -0.07984999999999999 -0.047894999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00036369535191306903 0.00042898166835647828 -0.0004983998876050402 -0.00050047582658346976 0.00055769578070930914 -0.00042584672195340788 0.00051550030417406615 0.0004737921045406254 -0.000483357791623113 -0.00013973048580003832
leaf_weight=0.0010950053289069351 0.0010053852307917244 0.0010277237995584164 0.0012279610372292879 0.0012933871553833754 0.0012141890536513022 0.0012189178058636847 0.0010122482756052221 0.0019545696575162166 0.0011764189114680593
leaf_count=121 234 151 601 375 649 502 280 716 281
internal_value=0 -4.68312e-05 -1.29982e-06 6.70757e-05 -1.56427e-05 6.14911e-05 -4.4155e-05 -0.000151945 0.000144021
internal_weight=0 0.0112204 0.0101927 0.00896474 0.00767135 0.00645716 0.00523824 0.00414324 0.00218867
internal_count=3910 3676 3525 2924 2549 1900 1398 1277 561
is_linear=0
shrinkage=0.00196078


Tree=4967
num_leaves=10
num_cat=0
split_feature=11 3 1 13 52 47 0 52 12
split_gain=4.75469e-05 5.08236e-05 4.60081e-05 8.59374e-05 5.73649e-05 0.000117449 0.00010431 4.68119e-05 8.92338e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 -3 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
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leaf_weight=0.001228914286837318 0.0010271050704418706 0.0012330226284463014 0.0011706431708739511 0.0017059905839635313 0.0010508744293640465 0.0010975305125097562 0.0011399605333070465 0.0012533440295894314 0.0013608852609225061
leaf_count=192 254 471 411 303 84 142 399 659 995
internal_value=0 2.38685e-05 -2.23219e-05 8.26782e-05 -2.94015e-05 0.000121959 0.00038424 -0.000190578 -0.000339119
internal_weight=0 0.0112412 0.0100123 0.006165 0.00499436 0.00328837 0.00219083 0.00384725 0.00261423
internal_count=3910 3656 3464 1339 928 625 483 2125 1654
is_linear=0
shrinkage=0.00196078


Tree=4968
num_leaves=9
num_cat=0
split_feature=157 160 133 133 42 15 0 0
split_gain=1.78448e-05 3.37204e-05 5.5779e-05 2.96439e-05 6.63124e-05 4.2568e-05 0.00012085 3.02712e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.094185000000000005 0.088115000000000013 -0.073314999999999991 -0.14733499999999997 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7
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leaf_value=0.011795146564382731 -0.015678064182427266 -0.020146427923045943 -0.010857650165206581 -0.011259071825757642 0.026571953252336675 -0.018444730606322422 0.035022502940867999 0.0039776225312161215
leaf_weight=0.0011317390000334876 0.0014249347200454678 0.0010835118510844916 0.0012010838837156401 0.001054952201358505 0.0013361790142551377 0.0012838470389237807 0.0010998220433534904 0.0011338533250349037
leaf_count=517 856 847 129 512 277 337 271 164
internal_value=0 -0.00147997 0.000989303 0.00421035 0.00690566 0.00133671 0.0110728 -0.00792909
internal_weight=0 0.00961818 0.00819325 0.00710974 0.00605479 0.00471861 0.00230091 0.0024177
internal_count=3910 3393 2537 1690 1178 901 400 501
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=10
num_cat=0
split_feature=147 52 13 150 3 49 2 15 15
split_gain=5.19421e-05 5.46512e-05 8.27592e-05 9.42321e-05 8.14606e-05 0.000112975 6.08263e-05 9.83052e-05 5.89544e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8 8 -10
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leaf_weight=0.0011496307673331844 0.001023014601423621 0.0015266446289619274 0.0011688595088673055 0.0011821667907425957 0.0011669909954772194 0.0010854665521603524 0.0015002649939315762 0.0012516754548737468 0.0013237156051822011
leaf_count=135 234 639 275 238 138 412 666 185 988
internal_value=0 -4.69704e-05 6.63986e-06 -5.88432e-05 2.22879e-05 0.000110047 -1.46136e-05 -0.000150882 5.77173e-05
internal_weight=0 0.0113554 0.00982877 0.00867914 0.00749697 0.00632998 0.00516112 0.00366086 0.00257539
internal_count=3910 3676 3037 2902 2664 2526 2251 1585 1173
is_linear=0
shrinkage=0.00196078


Tree=4970
num_leaves=9
num_cat=0
split_feature=147 48 48 52 13 15 1 3
split_gain=5.97421e-05 5.60625e-05 8.20996e-05 7.71252e-05 9.60756e-05 6.73211e-05 9.64419e-05 4.19557e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.093225000000000016 0.11401500000000002 -0.091229999999999992 -0.10071499999999999 0.09112000000000002 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.00037604866940667053 0.00044295712913267792 -0.00049480304058700569 0.0004693726491423374 -0.00057330345573207301 0.00027456604131249342 -0.00022475037879775872 -0.00062548542425859023 0.00024147752070249068
leaf_weight=0.0019055386859696925 0.0010228621740045801 0.0010013334745252586 0.0012163247365906205 0.001048225753129863 0.0012484536261481629 0.0018104435646531913 0.0016162295250505615 0.0012575427863035385
leaf_count=367 234 151 277 559 289 1342 466 225
internal_value=0 -5.22604e-05 -8.39782e-06 -7.37923e-05 -6.99131e-06 -0.000130022 -0.000237854 -3.36473e-05
internal_weight=0 0.0111041 0.0101028 0.00888643 0.00783821 0.00593267 0.00468422 0.00306799
internal_count=3910 3676 3525 3248 2689 2322 2033 1567
is_linear=0
shrinkage=0.00196078


Tree=4971
num_leaves=10
num_cat=0
split_feature=484 1375 4 0 1 0 3 2 0
split_gain=5.52368e-05 3.59584e-05 3.96151e-05 0.000108902 6.07837e-05 3.99807e-05 3.88314e-05 0.000125449 6.92966e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.49269499999999994 0.047345000000000005 1.0000000180025095e-35 -0.083674999999999986 0.096385000000000012 1.0000000180025095e-35 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2
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leaf_weight=0.0010034614194575032 0.0010818126020945484 0.0010525714202946025 0.0010141643158100727 0.0010049707932351234 0.0014379083469676177 0.0011283497534133355 0.0019575469497443996 0.0016761502759438341 0.0010481995267084543
leaf_count=627 146 167 731 133 405 733 267 396 305
internal_value=0 2.73184e-05 6.29704e-05 0.000103913 2.97823e-05 -0.000254454 0.000129292 0.000236405 -4.31035e-05
internal_weight=0 0.0114017 0.0103199 0.00926729 0.00826232 0.00214251 0.00611981 0.00416226 0.00248611
internal_count=3910 3283 3137 2970 2837 1464 1373 1106 710
is_linear=0
shrinkage=0.00196078


Tree=4972
num_leaves=10
num_cat=0
split_feature=484 1 42 3 2 133 13 1 16
split_gain=6.46437e-05 3.70428e-05 6.95666e-05 7.30665e-05 7.68006e-05 7.248e-05 0.000104554 3.8945e-05 2.68434e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -5 -8 -2
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leaf_weight=0.0010563112814353211 0.0010007905674182557 0.0014512197775430761 0.0012444950683625057 0.0013856231617833175 0.00111123976287933 0.0016976268280978297 0.0014484843708930783 0.0013300534816777509 0.0010057146619975202
leaf_count=627 185 310 612 845 185 516 283 148 199
internal_value=0 3.81903e-05 -3.42029e-06 5.67925e-05 -3.80868e-05 5.15096e-05 -8.77039e-05 0.000131703 0.000386518
internal_weight=0 0.0116752 0.010224 0.00897953 0.00697303 0.00586179 0.00416416 0.00277854 0.00200651
internal_count=3910 3283 2973 2361 1977 1792 1276 431 384
is_linear=0
shrinkage=0.00196078


Tree=4973
num_leaves=10
num_cat=0
split_feature=147 48 1 1 4 16 4 3 3
split_gain=8.02437e-05 6.27844e-05 7.48364e-05 0.000196324 0.000103556 0.000118049 8.63802e-05 6.88157e-05 6.16761e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.10752500000000002 0.11986000000000001 -1.0000000180025095e-35 -0.094359999999999986 -0.49837999999999999 -0.032959999999999996 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00046037321365288047 0.00047523693374346799 -0.00051750796480451661 0.00076751066754374099 -0.00022852722286693345 -0.00082502615597989336 5.1782160961972517e-06 0.00018920193693563816 0.00046116420535111807 -0.00041121292858415227
leaf_weight=0.0011031391730555087 0.0011537202892922547 0.0010782395670967575 0.0014363918956855188 0.0016176411704671308 0.0014161926515510437 0.0012307743560355778 0.001739680245617556 0.001713577910884361 0.0010576725220642002
leaf_count=148 234 151 248 318 343 359 596 177 1336
internal_value=0 -6.54096e-05 -2.23281e-05 0.000239936 -0.000119285 -0.000439002 3.1458e-05 0.000151734 -3.78135e-05
internal_weight=0 0.0123933 0.0113151 0.00305403 0.00826104 0.00264697 0.00561407 0.00451093 0.00279735
internal_count=3910 3676 3525 566 2959 702 2257 2109 1932
is_linear=0
shrinkage=0.00196078


Tree=4974
num_leaves=10
num_cat=0
split_feature=147 52 13 150 2 49 42 15 1
split_gain=4.56685e-05 4.66953e-05 9.86233e-05 8.88413e-05 9.15167e-05 6.90343e-05 6.78514e-05 6.4861e-05 5.23716e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.26418499999999995 0.086870000000000017 0.11165000000000001 -1.0000000180025095e-35 0.084100000000000022 0.024640000000000006 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.00054950246015654579 0.00039034089947139313 -0.00036749785133449026 0.00055812936041340733 -0.00057885716102134784 -0.00050397000654029659 7.7779194011919108e-05 -0.00030922156138998142 -0.00024750619325349799 0.00065552164504881064
leaf_weight=0.0011367515683588956 0.0010229334561236451 0.0014748267533064687 0.0010737499803417823 0.0011243630051087751 0.0011156728002296931 0.0013114334789081487 0.001698208113033044 0.0010110694893441887 0.001117065188147377
leaf_count=135 234 639 275 238 350 366 865 607 201
internal_value=0 -4.26889e-05 7.27157e-06 -6.56595e-05 1.30909e-05 0.000105962 1.1463e-05 0.000169794 0.00034353
internal_weight=0 0.0110631 0.00958831 0.00845156 0.0073272 0.00621153 0.00513778 0.00343957 0.0024285
internal_count=3910 3676 3037 2902 2664 2314 2039 1174 567
is_linear=0
shrinkage=0.00196078


Tree=4975
num_leaves=9
num_cat=0
split_feature=133 50 160 2 0 0 16 1
split_gain=1.9438e-05 3.04734e-05 3.48922e-05 4.24031e-05 4.1877e-05 7.10915e-05 4.07376e-05 2.77397e-05
threshold=0.099765000000000006 0.086465000000000014 0.087260000000000018 0.10796500000000002 -0.13027499999999997 -0.070894999999999986 0.25185000000000007 0.10982000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -5
right_child=-2 -3 -4 7 5 6 -8 -9
leaf_value=0.026789089647142258 -0.013394675985818684 -0.015120746222950629 -0.012096702001170915 -0.018143820310602451 -0.0080634883924830935 0.031278034320651127 0.00400432800352973 0.0043950167636063438
leaf_weight=0.0012177163477239449 0.0010010920209639193 0.0010223282439622327 0.0012892521350050144 0.0010142071513228315 0.001973174790800376 0.0011333205613141984 0.0010597667104312591 0.0011829928354895958
leaf_count=204 608 562 344 259 1256 203 174 300
internal_value=0 0.00122778 0.00311197 0.00569835 0.010476 0.005708 0.0180985 -0.0060087
internal_weight=0 0.00989276 0.00887043 0.00758118 0.00538398 0.00416626 0.00219309 0.0021972
internal_count=3910 3302 2740 2396 1837 1633 377 559
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=9
num_cat=0
split_feature=133 42 3 2 4 2 13 2
split_gain=1.92193e-05 4.12497e-05 2.94675e-05 7.43453e-05 6.32328e-05 7.26831e-05 6.57731e-05 6.06431e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.075954999999999981 0.083795000000000022 0.0057500000000000008 0.11339500000000001 -1.0000000180025095e-35 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 6 -6 -5 -3
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=0.012236912976290737 -0.01734836705325336 -0.025763997651377768 0.026862184051506879 0.0043039776529281643 0.029702075415982944 -0.0057414948423445437 -0.03128174166042523 0.0049188519576365579
leaf_weight=0.0011308356909099275 0.0014107330479675257 0.001082541534646824 0.0012406379820806565 0.0010361264951864728 0.0010655189193020317 0.0012660155004697504 0.0010414612334111509 0.0015906549061997792
leaf_count=604 752 613 329 247 125 242 202 796
internal_value=0 -0.00153632 0.00114381 0.00523673 -0.000848231 0.0104563 -0.0135346 -0.00750652
internal_weight=0 0.00973369 0.00832296 0.00564976 0.00440912 0.00233153 0.00207759 0.0026732
internal_count=3910 3306 2554 1145 816 367 449 1409
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=10
num_cat=0
split_feature=4 0 1 157 16 52 151 2 0
split_gain=5.68015e-05 9.61335e-05 4.0312e-05 5.4843e-05 0.000106344 0.000107111 9.43441e-05 0.000117704 5.09328e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.062769999999999979 -0.055679999999999993 -0.108275 -0.0088999999999999982 0.090420000000000014 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 6 -6 -5 -8 -2
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.00044614571131624528 -0.00058350439599940914 0.00052193340944000092 0.00045990723448394275 -0.00030228673241816287 8.9821194884859802e-05 -0.00077113330350895421 -2.0921436334318593e-05 0.00071573841576093864 2.3592835486258418e-05
leaf_weight=0.0010389593438693062 0.0010393426082565295 0.0013605285059707069 0.0010008883650340604 0.0013472144967456535 0.0010129072585736902 0.0012304259429491205 0.0018469595977413907 0.0015203466252101724 0.0010869257050851475
leaf_count=176 1031 239 203 177 151 358 475 235 865
internal_value=0 3.26805e-05 -3.33226e-05 3.07534e-05 -3.09805e-05 -0.000382396 0.000136235 0.000311682 -0.000273163
internal_weight=0 0.0114455 0.010085 0.00795874 0.00695785 0.00224333 0.00471452 0.00336731 0.00212627
internal_count=3910 3734 3495 1599 1396 509 887 710 1896
is_linear=0
shrinkage=0.00196078


Tree=4978
num_leaves=10
num_cat=0
split_feature=484 4 0 1 1 0 13 16 0
split_gain=8.34173e-05 3.6542e-05 5.72265e-05 3.98907e-05 7.02069e-05 5.44964e-05 4.50563e-05 6.17342e-05 4.073e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.09112000000000002 -0.083674999999999986 -0.080649999999999986 -0.074719999999999995 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 -8 -9
right_child=1 2 -4 4 6 -7 7 8 -10
leaf_value=-0.00054671409729571327 -0.00031083846102700213 -0.0005450941750789459 0.00048023256202149291 0.00042117836727411945 0.00030291123369122306 9.2248912621982219e-05 -0.00043113024952008797 0.00035452464854654226 -0.00015441708023798941
leaf_weight=0.0010244527272128918 0.0010509922814932 0.0010088752314934492 0.0011752743243049054 0.001830481079327359 0.0012337025679527115 0.0010553712407204989 0.0015561611620892352 0.0010737780928800436 0.0013834905198801669
leaf_count=627 167 793 206 401 353 734 236 91 302
internal_value=0 3.7468e-05 7.29495e-05 2.05893e-05 9.05389e-05 -0.000219245 -2.48058e-05 -0.000125544 6.79805e-05
internal_weight=0 0.0113681 0.0103171 0.00914186 0.00707761 0.00206425 0.00524713 0.00401343 0.00245727
internal_count=3910 3283 3116 2910 1383 1527 982 629 393
is_linear=0
shrinkage=0.00196078


Tree=4979
num_leaves=11
num_cat=0
split_feature=484 4 0 1 16 150 2 3 0 3
split_gain=7.9325e-05 5.38397e-05 0.00010088 6.45023e-05 5.52595e-05 6.1363e-05 6.36448e-05 8.75425e-05 4.30058e-05 3.90752e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.27337499999999998 0.087235000000000021 1.0000000180025095e-35 0.090325000000000003 -0.083674999999999986 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 9 -8 -3 -6
right_child=1 2 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00054190818974912626 -0.00040014235102930673 -0.00057821519121686654 0.00065362052256690277 -0.00021849372934072537 0.00031618595686528072 -0.00023059199395096788 0.00096174175312072649 0.00014962276780541424 -2.0250332529995097e-05 -0.00018479951974706351
leaf_weight=0.0010006113207674675 0.0010003010947445398 0.0010228317224056202 0.0010456019917055729 0.001612840656291064 0.0012633558489089493 0.0010560246413862939 0.0010059261794580832 0.0010357737074900425 0.0011047023253339399 0.0011374995166953882
leaf_count=627 151 793 152 342 415 148 233 119 737 193
internal_value=0 3.41283e-05 7.63665e-05 1.10368e-05 0.000100649 0.00019426 0.00029525 0.000549746 -0.000288497 7.88244e-05
internal_weight=0 0.0112849 0.0102846 0.00923895 0.00711142 0.00549858 0.00444256 0.0020417 0.00212753 0.00240086
internal_count=3910 3283 3132 2980 1450 1108 960 352 1530 608
is_linear=0
shrinkage=0.00196078


Tree=4980
num_leaves=8
num_cat=0
split_feature=16 15 16 0 150 1 3
split_gain=1.75249e-05 6.34236e-05 4.76281e-05 5.00944e-05 5.74113e-05 7.58829e-05 6.01187e-05
threshold=0.10994000000000002 -0.0039399999999999991 -0.008069999999999999 -0.084304999999999977 0.082965000000000025 0.094385000000000011 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.034722224212945761 0.011178765529423911 -0.018375811087900287 0.018001678340751878 0.013024993137868958 0.010981533571374857 0.014287647884006525 -0.01911240215743254
leaf_weight=0.0011466353176178118 0.0012083262149936479 0.0018194613548746831 0.0015625647183980206 0.0017258670737219069 0.001284196255330639 0.0010480737057316108 0.0011093006648727824
leaf_count=925 403 282 654 1104 258 152 132
internal_value=0 -0.0065812 0.0023703 -0.00149805 -0.00696093 -0.0139348 -0.00288633
internal_weight=0 0.00302779 0.00787664 0.00631407 0.00458821 0.00330401 0.00215737
internal_count=3910 685 3225 2571 1467 1209 284
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=11
num_cat=0
split_feature=484 4 0 12 16 150 4 15 3 52
split_gain=8.71993e-05 5.52608e-05 8.72675e-05 5.31726e-05 7.69047e-05 8.92832e-05 6.67064e-05 0.00011004 9.31247e-05 6.62167e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 -0.30307999999999996 0.086420000000000011 -0.032604999999999995 -0.10192499999999999 -1.0000000180025095e-35 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 9 -8 -9 -6
right_child=1 2 -4 4 5 -7 7 8 -10 -11
leaf_value=-0.00054978144131357016 -0.00038939962119397166 -0.00039308871063005972 0.00059984102970231878 -0.00030661213993920736 -0.00030888701204022069 -0.00030770744064496019 -6.7110584377410855e-05 0.00032358247632431354 0.001114817670147125 0.0003726051863542643
leaf_weight=0.0010546884573247603 0.0010552822903510438 0.0010625839852327146 0.0011160291747981605 0.0016613685069599531 0.0011949067288965407 0.0012626864764602626 0.0011063375085696627 0.0012513023808027473 0.0010532773902287354 0.0010127519627330353
leaf_count=627 151 423 152 294 577 214 186 475 50 761
internal_value=0 3.87228e-05 8.08625e-05 2.05624e-05 7.20149e-05 0.000163428 0.000269309 0.000441191 0.000685206 3.744e-06
internal_weight=0 0.0117765 0.0107212 0.00960521 0.00854263 0.00688126 0.00561858 0.00341092 0.00230458 0.00220766
internal_count=3910 3283 3132 2980 2557 2263 2049 711 525 1338
is_linear=0
shrinkage=0.00196078


Tree=4982
num_leaves=8
num_cat=0
split_feature=2 13 48 48 2 3 43
split_gain=1.74158e-05 6.98501e-05 6.87809e-05 6.08884e-05 5.03996e-05 9.98797e-05 5.90129e-05
threshold=0.11260500000000001 -0.13934999999999997 0.090910000000000005 0.08980500000000001 0.085255000000000011 -0.013944999999999997 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -2 6 -6 -3
right_child=3 2 -4 -5 5 -7 -8
leaf_value=-0.025913600037494752 0.019910929432958885 -0.006464611823303431 0.024515891554117392 -0.010162967346812522 0.003346946966374414 -0.036101247295383568 0.020251950963298154
leaf_weight=0.0010962652167104672 0.0015430459638557689 0.0019024281766048014 0.001074335864907878 0.0011942646779887294 0.001518079481757726 0.0011119663144119312 0.001462246816973151
leaf_count=165 472 885 293 199 1321 211 364
internal_value=0 -0.00242702 0.00121526 0.00678995 -0.00296053 -0.0133315 0.00514608
internal_weight=0 0.00816532 0.00706906 0.00273731 0.00599472 0.00263005 0.00336467
internal_count=3910 3239 3074 671 2781 1532 1249
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=8
num_cat=0
split_feature=484 1 49 15 52 2 0
split_gain=1.72909e-05 4.2e-05 4.58899e-05 5.9332e-05 7.54988e-05 7.63207e-05 5.86063e-05
threshold=0.085515000000000022 0.12263000000000002 -0.047894999999999993 -0.11739999999999999 -0.031409999999999993 0.10113500000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.0086391076205151653 0.010775747034128548 0.013001057994127155 -0.030137101953774465 -0.027307459326679936 0.00011077998793902326 -0.020113417923021376 0.030582214114707004
leaf_weight=0.0019735326662278898 0.0012877141544941151 0.0016400758300323141 0.0010821746155940349 0.0011002964561041993 0.0017025941867382954 0.0010727217365122362 0.0010030341457804739
leaf_count=379 437 333 307 665 1183 249 357
internal_value=0 -0.00156668 -0.00457792 -0.00895387 -0.00425503 0.00245809 0.0114072
internal_weight=0 0.00957443 0.00793435 0.00596082 0.00487865 0.00377835 0.00270563
internal_count=3910 3473 3140 2761 2454 1789 1540
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=8
num_cat=0
split_feature=3 4 47 43 48 0 16
split_gain=1.64497e-05 3.93235e-05 5.10766e-05 6.64873e-05 9.33274e-05 6.74641e-05 5.50063e-05
threshold=0.13772500000000001 -0.23071499999999998 0.09252500000000001 -0.0037249999999999996 0.084500000000000006 -0.077944999999999987 -0.088144999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.017860175564571732 0.0094455011182316573 -0.021961841825724696 -0.014712179325010222 0.038528785839163193 -0.010572888406739093 0.01126362781774949 0.0098783236119198044
leaf_weight=0.0012937515702247425 0.0015488294776944281 0.0014225283269507269 0.0016542372631212004 0.0012761374490640929 0.001148532823354728 0.0010714080692400499 0.001411098862325003
leaf_count=276 239 1460 345 332 150 602 506
internal_value=0 -0.00168721 0.00093352 0.00502245 0.0132865 -0.00768801 0.0234841
internal_weight=0 0.00927769 0.00798394 0.00632971 0.00383577 0.00249394 0.00268724
internal_count=3910 3671 3395 3050 988 2062 838
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=10
num_cat=0
split_feature=147 52 3 150 49 12 15 4 3
split_gain=4.22868e-05 5.44075e-05 5.56825e-05 6.85137e-05 9.68889e-05 6.52546e-05 6.72551e-05 4.75562e-05 9.98718e-05
threshold=1.0000000180025095e-35 0.15091000000000002 0.13772500000000001 0.086870000000000017 -0.080034999999999981 0.088375000000000023 -0.053579999999999996 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.00056476947786689819 0.00036953015577169672 -0.00046773917175175681 0.00035501667602281275 -0.00050461478045662252 -0.00014421887719862664 -1.1667328411121049e-05 -0.00068242726485474902 -0.00016736995505693304 0.00065205965553987745
leaf_weight=0.0010428265437649013 0.0010478268114757468 0.0010482236649371939 0.0014662818970824091 0.0011469730859084669 0.0012360582508507715 0.0011556853002129201 0.0011432304712254318 0.001917684169532953 0.0011872494544628524
leaf_count=150 234 481 194 239 767 452 823 391 179
internal_value=0 -4.21613e-05 1.16628e-06 -5.75949e-05 9.14167e-06 -7.81221e-05 -0.00034523 6.33339e-05 0.000245901
internal_weight=0 0.0113442 0.010296 0.00882971 0.00768273 0.00663991 0.00229892 0.00434099 0.00242331
internal_count=3910 3676 3195 3001 2762 2612 1275 1337 946
is_linear=0
shrinkage=0.00196078


Tree=4986
num_leaves=8
num_cat=0
split_feature=1 0 151 4 42 16 16
split_gain=1.57541e-05 4.28404e-05 2.81597e-05 4.8692e-05 3.93741e-05 6.5062e-05 5.08629e-05
threshold=0.076710000000000014 0.047345000000000005 -0.086769999999999986 0.24280000000000004 0.085465000000000013 -0.079209999999999989 0.032820000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7
right_child=2 -3 3 -5 -6 6 -8
leaf_value=-0.01548978271818182 0.01801883887047228 0.006965668642782568 -0.030196552198647666 0.014254258812738447 0.011248408502708376 0.01158194656736012 -0.017973584569367786
leaf_weight=0.0019413914536573452 0.0010117734741805183 0.0015107063174522992 0.0011348035744282968 0.0017502037124743986 0.0010914688700847906 0.0013577499419618723 0.0010194631033274767
leaf_count=1913 186 95 223 424 509 292 268
internal_value=0 -0.00566283 0.00252407 5.66553e-05 -0.00534115 -0.0104969 -0.00109288
internal_weight=0 0.0034521 0.00736546 0.00635369 0.00460349 0.00351202 0.00237721
internal_count=3910 2008 1902 1716 1292 783 560
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=10
num_cat=0
split_feature=484 15 42 42 15 12 16 0 16
split_gain=8.16732e-05 3.47425e-05 0.000108903 6.91327e-05 6.85027e-05 0.00011081 9.86683e-05 8.48269e-05 3.52334e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 0.083970000000000017 -0.038029999999999987 1.0000000180025095e-35 -0.072359999999999994 -0.22384499999999996 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 -2 -5
right_child=1 2 -4 8 5 -7 -8 -9 -10
leaf_value=-0.0005428288152162584 -6.7471463194695807e-05 -0.00041769123333871639 0.00037475490795643338 -0.00046339380013282457 0.00082455590193941306 1.3495528818065355e-05 -0.00038487267560146114 0.00068662350513317371 3.7524400895838995e-05
leaf_weight=0.0010044191869413585 0.0012363173459001846 0.0019230439871189475 0.001020595394142735 0.0010163904423481829 0.0014089380548025217 0.0011985823720190303 0.0013515478277666055 0.0010697535285497856 0.0011514651673553069
leaf_count=627 91 730 621 478 184 192 356 357 274
internal_value=0 4.04606e-05 -0.000142941 0.000104479 0.00020891 0.000451741 3.5796e-05 0.000282342 -0.000197329
internal_weight=0 0.0113766 0.00294364 0.00843299 0.00626514 0.00260752 0.00365762 0.00230607 0.00216786
internal_count=3910 3283 1351 1932 1180 376 804 448 752
is_linear=0
shrinkage=0.00196078


Tree=4988
num_leaves=10
num_cat=0
split_feature=484 4 0 1 16 16 2 0 15
split_gain=6.79362e-05 4.34065e-05 9.409e-05 5.82882e-05 5.07238e-05 7.37896e-05 8.66601e-05 0.000101883 3.7807e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.27337499999999998 -0.09601999999999998 0.087995000000000004 -0.066689999999999985 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 -6 7 -7 -3
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00048640380094463939 -0.00034478256536093365 -0.00051446612729045529 0.00062245459212274497 -0.00020243738577711883 0.00062566055761342548 -0.00050100039713261621 0.00038408649631875417 0.00028632078292105504 1.7166845432219503e-06
leaf_weight=0.0010271430313822634 0.0010300370419910288 0.0011366568086609249 0.0010903721304690714 0.001672190317217704 0.0011668935736454025 0.0014728717482611763 0.0019555345329748588 0.0011067407705093444 0.0010490113951625844
leaf_count=627 151 780 152 342 148 517 311 132 750
internal_value=0 3.95735e-05 7.67464e-05 1.45046e-05 9.78588e-05 0.000185924 7.278e-05 -0.000163213 -0.000266724
internal_weight=0 0.0116803 0.0106503 0.0095599 0.00737423 0.00570204 0.00453515 0.00257961 0.00218567
internal_count=3910 3283 3132 2980 1450 1108 960 649 1530
is_linear=0
shrinkage=0.00196078


Tree=4989
num_leaves=9
num_cat=0
split_feature=52 52 0 16 4 4 1 12
split_gain=1.6713e-05 3.75863e-05 6.47042e-05 2.92544e-05 4.2669e-05 5.62946e-05 4.24363e-05 2.83673e-05
threshold=-0.048794999999999991 -0.24456499999999998 -0.15007499999999999 -0.055679999999999993 -0.083329999999999987 0.17888000000000001 0.079945000000000016 0.085605000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -5 -7
right_child=3 2 -4 6 5 7 -8 -9
leaf_value=-0.0096508678929012794 0.019012748250255715 -0.0072607439760367974 0.024834364631815889 1.9311729112529631e-05 -0.019243169819669528 -0.0046729807139054757 -0.026663412908812519 0.018194539259563627
leaf_weight=0.0011657258533863458 0.0010876686146131225 0.0010498705010506188 0.0015636959831230527 0.0013347063412655743 0.0014002541767579933 0.0011130028526038795 0.0010770006120931592 0.0010582751772540179
leaf_count=449 381 76 665 493 1021 320 324 181
internal_value=0 0.00528149 0.0119417 -0.00295616 0.00167154 -0.00360953 -0.0118964 0.00647259
internal_weight=0 0.00377929 0.00261357 0.00707091 0.0046592 0.00357153 0.00241171 0.00217128
internal_count=3910 1190 741 2720 1903 1522 817 501
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=8
num_cat=0
split_feature=11 49 52 13 4 4 3
split_gain=1.74306e-05 2.54906e-05 3.37637e-05 7.5935e-05 7.07832e-05 5.14932e-05 3.77466e-05
threshold=0.077330000000000024 0.093425000000000022 0.086950000000000013 -0.083514999999999992 -1.0000000180025095e-35 -0.04133499999999999 0.092005000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.021808598273112004 -0.012436542547979001 0.015373396567446854 -0.01230906746826523 -0.0029299967218264387 -0.024919818395202326 0.026485391902911083 -0.0010163175584709579
leaf_weight=0.0015915678303900426 0.0010323762698961634 0.0011268604525280059 0.0019213757483656163 0.0014615367985120955 0.0015047577542051088 0.0010038770244527914 0.0011776341751035813
leaf_count=713 279 521 942 679 369 312 95
internal_value=0 0.00122541 -0.000615402 0.00271843 -0.00318376 0.00904748 -0.0144256
internal_weight=0 0.00978761 0.00866075 0.00673937 0.00514781 0.00246541 0.00268239
internal_count=3910 3631 3110 2168 1455 991 464
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=10
num_cat=0
split_feature=4 0 1 2 12 0 52 16 0
split_gain=3.90594e-05 0.0001051 6.75132e-05 5.6229e-05 7.6993e-05 6.89452e-05 7.916e-05 0.000136179 4.81607e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.097345000000000015 -0.15007499999999999 -0.069134999999999988 -0.19424999999999998 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 -5 -8 -2
right_child=1 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.00036844448546027538 -0.00064123878139219425 0.00054026892718212686 -0.00042138832219444183 -0.00040403563548247975 0.00022752421069270994 0.00050779025659980753 -0.00019913830572055962 0.0007618479331117224 -5.4294159164699987e-05
leaf_weight=0.0010281576436635383 0.0010716061823745648 0.0013697145869120695 0.0018144599325185615 0.001155219839006686 0.0011475751777720103 0.0015930487162740805 0.0012842128351081921 0.0010150452417433549 0.0010783141632357538
leaf_count=176 1031 239 675 78 168 402 166 110 865
internal_value=0 3.0408e-05 -3.83321e-05 4.44803e-05 -0.000169981 0.000170333 1.47125e-05 0.000225105 -0.000346851
internal_weight=0 0.0115292 0.0101595 0.00800956 0.00296204 0.00504753 0.00345448 0.00229926 0.00214992
internal_count=3910 3734 3495 1599 843 756 354 276 1896
is_linear=0
shrinkage=0.00196078


Tree=4992
num_leaves=7
num_cat=0
split_feature=1 4 15 3 4 1
split_gain=1.81002e-05 4.97049e-05 2.83635e-05 4.57221e-05 4.45029e-05 6.44707e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.079360000000000014 -0.10315499999999998 0.097045000000000006 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0040005018198291178 0.023414799320869241 -0.020516850166887063 -0.012917092418121371 -0.0078533453990976276 -0.011178478941885055 0.019939657485604483
leaf_weight=0.0020082352113457306 0.0011296440311885023 0.0014056998874124055 0.0010044285924146745 0.0014596027714657465 0.0018638690266263372 0.0019492256390770547
leaf_count=440 287 1552 508 317 398 408
internal_value=0 -0.0060946 0.00270631 0.00515738 0.00124583 0.00803916
internal_weight=0 0.00341394 0.00740677 0.00640234 0.0052727 0.00340883
internal_count=3910 1992 1918 1410 1123 725
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=10
num_cat=0
split_feature=484 4 0 1 42 1 1 51 16
split_gain=7.62353e-05 3.94302e-05 7.2394e-05 6.30685e-05 6.24407e-05 5.32703e-05 0.000111196 5.99691e-05 8.79164e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 0.09112000000000002 0.10113500000000002 -0.07742499999999998 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 -8 -9
right_child=1 2 -4 5 -6 6 7 8 -10
leaf_value=-0.00051588408691441998 -0.00032959934020466232 -0.00055916514508031108 0.00055874621672523405 0.00039310028798676027 9.5121037621296486e-05 -0.00058048603966753896 -0.00021041354036045688 -8.9007185941689776e-05 0.00057017442133253256
leaf_weight=0.0010429893625148517 0.0010273423509756527 0.0012550006231486185 0.0010607181582278939 0.0018685022284728355 0.0010137660432052765 0.0010028451306213996 0.0013153197725010624 0.0013620271970758364 0.001813811189407468
leaf_count=627 151 799 152 403 731 294 114 301 338
internal_value=0 3.7315e-05 7.25701e-05 1.90262e-05 -0.000266807 0.000107106 9.83979e-06 0.000141656 0.00028747
internal_weight=0 0.0117193 0.010692 0.00963127 0.00226877 0.00736251 0.005494 0.00449116 0.00317584
internal_count=3910 3283 3132 2980 1530 1450 1047 753 639
is_linear=0
shrinkage=0.00196078


Tree=4994
num_leaves=9
num_cat=0
split_feature=484 42 15 12 151 1 16 52
split_gain=8.06321e-05 2.74106e-05 6.06214e-05 8.74773e-05 7.21694e-05 7.02705e-05 8.88036e-05 7.56827e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 1.0000000180025095e-35 0.086865000000000012 -0.044604999999999992 0.095575000000000007 -0.055679999999999993 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 -6
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=-0.00054352923014677594 -0.00024414633631019241 -0.00020666705039088757 -0.00058582992466957513 0.00014971914243483501 0.00046299885039399963 0.00077879101359720304 5.4033077831861713e-05 -0.00017088528164269337
leaf_weight=0.0010016062574295928 0.0013338864622827896 0.0015309572946611847 0.0011463390815750997 0.0013580813556854582 0.0011410688867111779 0.0016419530751021994 0.0010758898334944115 0.0019820329353083923
leaf_count=627 377 714 390 609 283 255 228 427
internal_value=0 3.71264e-05 7.56869e-05 -0.000186961 0.000167366 0.000261342 0.000491887 6.07131e-05
internal_weight=0 0.0112102 0.00967925 0.00250442 0.00717483 0.00584094 0.00271784 0.0031231
internal_count=3910 3283 2569 999 1570 1193 483 710
is_linear=0
shrinkage=0.00196078


Tree=4995
num_leaves=8
num_cat=0
split_feature=11 42 4 2 12 52 2
split_gain=1.91671e-05 2.18159e-05 5.09167e-05 6.79773e-05 8.54781e-05 5.98099e-05 2.71758e-05
threshold=0.077330000000000024 0.086325000000000013 0.074650000000000008 0.106285 0.086935000000000012 -0.031409999999999993 0.11085000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=-0.0041476237546813621 -0.012989958243467731 -0.0080839540102309697 0.0015959893943565348 0.026398360633375612 -0.021454134002418336 0.023789938297375083 -0.02133290992416639
leaf_weight=0.001453183713391515 0.0010394738189159194 0.0019814796559259077 0.0010398647847428175 0.0015497278207053794 0.0011420887718360147 0.0016211783279439806 0.0010278469296369937
leaf_count=386 279 1399 213 256 658 516 203
internal_value=0 0.00129009 0.00366113 0.00848885 0.00190633 0.0105845 -0.00980183
internal_weight=0 0.00981537 0.00783389 0.00576618 0.00421645 0.00307436 0.00206771
internal_count=3910 3631 2232 1816 1560 902 416
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=9
num_cat=0
split_feature=484 4 12 1 1 3 3 15
split_gain=8.48975e-05 6.3286e-05 7.55728e-05 8.84826e-05 0.000113518 9.57424e-05 9.71325e-05 0.000118233
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.11477000000000001 0.09112000000000002 0.084925000000000014 -0.115685 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00053647865344981244 -0.00047331868342542473 0.00036824014171436218 0.00033849467955456941 0.00043454519880214352 -0.00046650862472889657 0.00043810676729711041 -0.00072627141085140272 0.00013919006698107406
leaf_weight=0.0010952690685981951 0.0012739839533595634 0.0018436128858307964 0.0012777781178904637 0.0017404414797513347 0.0019283435826933371 0.0019354004626354563 0.0013209382143777688 0.0011226698422304661
leaf_count=627 276 447 159 166 455 108 920 752
internal_value=0 3.29451e-05 -2.53738e-05 3.58208e-05 -5.56683e-05 8.43832e-05 -9.95796e-05 -0.000328651
internal_weight=0 0.0124432 0.0105996 0.00932557 0.00758513 0.00565679 0.00372139 0.00244361
internal_count=3910 3283 2836 2560 2394 1939 1831 1672
is_linear=0
shrinkage=0.00196078


Tree=4997
num_leaves=9
num_cat=0
split_feature=484 4 150 48 3 15 3 1
split_gain=5.60729e-05 4.09209e-05 4.26347e-05 6.26709e-05 6.24352e-05 6.22821e-05 8.90122e-05 4.51559e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.090480000000000019 0.016865000000000002 0.086245000000000016 -0.017214999999999998 0.10666500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00044452206967001296 -0.00039527738923408634 0.00031365273031744664 -0.00035649638340862352 0.00067336626075070716 -5.5756111879318011e-06 -0.00029735314233374016 0.00054433489639785346 0.00013481683298554269
leaf_weight=0.0010108878494483756 0.0015944817949025579 0.0017452320831260046 0.0012120240638582866 0.0010360135304948153 0.0010470203525417832 0.0019599231056077649 0.0010912095783242037 0.0017680802744274673
leaf_count=627 485 447 237 404 103 929 58 620
internal_value=0 3.72265e-05 -1.24635e-05 3.66114e-05 0.000332102 -5.93576e-05 5.17846e-05 -9.23879e-05
internal_weight=0 0.011454 0.00970875 0.00849673 0.00208303 0.00641369 0.00481921 0.003728
internal_count=3910 3283 2836 2599 507 2092 1607 1549
is_linear=0
shrinkage=0.00196078


Tree=4998
num_leaves=7
num_cat=0
split_feature=1 2 16 48 1 1
split_gain=1.57194e-05 3.97039e-05 2.57233e-05 4.71054e-05 5.95562e-05 9.02125e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.081265000000000018 0.086215000000000014 0.088785000000000017 0.11198000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.016990962520532196 0.032327933585435363 0.0045552233668835285 -0.0089251574246653389 -0.0069540752352274839 -0.0095140593689860622 0.027063832312349097
leaf_weight=0.0016296586702985775 0.001045750563588172 0.0017997747947063477 0.0015602134293848926 0.0020033054189490911 0.0017678284410303827 0.0010899948099684946
leaf_count=1436 275 556 388 334 587 334
internal_value=0 -0.00568347 0.00249506 0.00551154 0.0119089 0.00443702
internal_weight=0 0.00342943 0.00746709 0.00590688 0.00390357 0.00285782
internal_count=3910 1992 1918 1530 1196 921
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=11
num_cat=0
split_feature=484 15 42 42 151 4 15 4 3 16
split_gain=9.24353e-05 4.47988e-05 0.000144384 8.56628e-05 7.54859e-05 9.42007e-05 0.000139351 0.000131743 6.79668e-05 6.27316e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 -0.23071499999999998 -0.088024999999999978 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 6 -6 -8 -3 -5
right_child=1 2 -4 9 5 -7 7 -9 -10 -11
leaf_value=-0.00056454419112280188 -0.00022002856811268538 -0.0001040003052650818 0.00044486882332375261 -0.00057739256791882214 -0.00023414733543658327 0.00083626107226719845 8.799470686437328e-05 0.0010194046435265806 -0.00082470089914919958 8.3728801981510588e-05
leaf_weight=0.0010468020525610496 0.0011588022474929797 0.0010049354446406474 0.001006279350668595 0.0010052536657175967 0.0016969800828706754 0.0011226665181236061 0.0013126576984138216 0.0010515959862995132 0.0010074321207914571 0.0012232887175803566
leaf_count=627 254 351 618 446 402 234 168 122 382 306
internal_value=0 4.38619e-05 -0.000161556 0.000116207 0.000232399 0.000333534 0.000194563 0.000502276 -0.000464798 -0.000214491
internal_weight=0 0.0115899 0.00301865 0.00857124 0.0063427 0.0051839 0.00406123 0.00236425 0.00201237 0.00222854
internal_count=3910 3283 1351 1932 1180 926 692 290 733 752
is_linear=0
shrinkage=0.00196078


Tree=5000
num_leaves=8
num_cat=0
split_feature=150 151 1 4 16 4 16
split_gain=1.74822e-05 4.42456e-05 3.82602e-05 7.51046e-05 5.91333e-05 5.04042e-05 5.06883e-05
threshold=0.084800000000000014 -0.03268999999999999 0.10398500000000001 -1.0000000180025095e-35 -0.067969999999999989 -0.08422499999999998 0.13514000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=-0.020737848247760256 0.008619106011835664 -0.023619774728774984 0.024178682924449937 -0.026664823776760545 -0.0043832054646098795 0.016647565904555548 0.006069928676541882
leaf_weight=0.0010968629790664977 0.0019086627507583871 0.0010235188007582086 0.0014432641765860063 0.0011792555796039939 0.001456263209827171 0.0014800384298136477 0.0013123425026039643
leaf_count=363 458 496 302 578 316 1232 165
internal_value=0 -0.0019183 0.000696426 -0.00460748 0.00983372 0.00220907 -0.00693939
internal_weight=0 0.00899155 0.00789468 0.00499516 0.00289953 0.0038159 0.00233586
internal_count=3910 3452 3089 2471 618 1893 661
is_linear=0
shrinkage=0.1


Tree=5001
num_leaves=8
num_cat=0
split_feature=11 49 52 13 4 4 3
split_gain=1.65874e-05 2.08018e-05 3.12817e-05 6.44211e-05 5.85348e-05 4.51991e-05 3.36854e-05
threshold=0.077330000000000024 0.093425000000000022 0.086950000000000013 -0.083514999999999992 -1.0000000180025095e-35 -0.040469999999999999 0.092005000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.020261458709960548 -0.012083947636798424 0.014002691648624624 -0.011661663477002353 -0.0027451014053218592 -0.022824611990866814 0.024787709499394808 -0.00030133165719044221
leaf_weight=0.0016039669271404487 0.0010388290329261677 0.0011244908741937882 0.0019353549231630011 0.0014692808410681655 0.0015040867123828775 0.0010034711636554864 0.0011888722211970681
leaf_count=713 279 521 942 689 369 302 95
internal_value=0 0.00120323 -0.000450172 0.00275503 -0.00268076 0.00842803 -0.0128812
internal_weight=0 0.00982952 0.00870503 0.00676968 0.00516571 0.00247275 0.00269296
internal_count=3910 3631 3110 2168 1455 991 464
is_linear=0
shrinkage=0.1


Tree=5002
num_leaves=11
num_cat=0
split_feature=484 52 52 160 51 48 2 4 3 1
split_gain=6.79244e-05 3.89713e-05 6.78893e-05 6.14197e-05 4.07647e-05 5.80874e-05 8.40002e-05 0.000129579 0.000138801 4.1778e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.087260000000000018 0.077145000000000005 0.08784500000000002 0.11260500000000001 -0.08422499999999998 -0.08348499999999999 0.091845000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9 -10
right_child=1 2 3 -5 -6 -7 -8 8 9 -11
leaf_value=-0.00048958274419556619 -0.00031146097981244456 0.00051730207555325525 -0.000531886889651357 -0.00043494748657622043 0.00040283523968564973 -0.00037790776896804129 0.00060630942616844404 0.00073102077095657178 0.00017788808844042248 -0.00037902913724617679
leaf_weight=0.0010202263166904464 0.0011036854097127577 0.001186758806459986 0.0013213761701197941 0.001019024540046755 0.0012409730449946419 0.001185906081914637 0.0010278449485804277 0.0011860677261509452 0.0010019711456365262 0.001071890622197431
leaf_count=627 379 279 348 188 347 204 261 379 582 316
internal_value=0 3.86101e-05 7.63347e-05 1.85413e-05 7.60469e-05 1.63659e-05 9.97246e-05 -1.39309e-05 0.000196017 -0.000109959
internal_weight=0 0.0113455 0.0102418 0.00905505 0.00803603 0.00679506 0.00560915 0.00458131 0.00325993 0.00207386
internal_count=3910 3283 2904 2625 2437 2090 1886 1625 1277 898
is_linear=0
shrinkage=0.00196078


Tree=5003
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 15 1 2 15 42
split_gain=7.17552e-05 5.94943e-05 9.73748e-05 8.3327e-05 7.45948e-05 0.000126417 7.1854e-05 0.000122556 7.77023e-05 4.50413e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.11167500000000001 0.089910000000000004 -0.10312999999999999 0.08221500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 7 -5 -8 -3
right_child=1 2 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00050027057696829804 -0.00041018530335815801 -0.0005766055489135213 0.00063916597426616798 -0.00017261585617643594 -0.00030085024168522491 0.0008151167446280071 0.00016646310740721053 0.000704415083624765 -0.00053900231238224584 -1.3219774862599089e-05
leaf_weight=0.0010382322064819592 0.0010383251733774102 0.0011829362325878195 0.0010814275352096251 0.0011086976978572629 0.0013319284111330959 0.0010929235445095659 0.0012833474208183656 0.0013689818104102927 0.0011277491245635786 0.0010125993821450945
leaf_count=627 151 767 152 223 445 171 292 162 157 763
internal_value=0 3.77253e-05 8.16395e-05 1.82349e-05 0.000118802 0.000212245 7.74679e-05 0.000311966 -0.000163506 -0.000316767
internal_weight=0 0.0116289 0.0105906 0.00950916 0.00731363 0.0059817 0.00488878 0.00247768 0.0024111 0.00219554
internal_count=3910 3283 3132 2980 1450 1005 834 385 449 1530
is_linear=0
shrinkage=0.00196078


Tree=5004
num_leaves=8
num_cat=0
split_feature=52 376 457 43 2 1 2
split_gain=1.9579e-05 5.28067e-05 5.10881e-05 4.42334e-05 5.47517e-05 5.70866e-05 4.6366e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 -0.07526999999999999 0.11462500000000002 0.088495000000000018 0.084235000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.013392652358794364 0.022023057006504254 0.023045332121672816 0.016746689189091953 -0.0039633319399495163 0.0076444458468884965 -0.028665609653626675 -0.0056135018002363944
leaf_weight=0.0010014200617552539 0.0010901198414040155 0.0010018930985008596 0.0013498814204711326 0.0019350865385829119 0.0013404202980270446 0.0018111564544272907 0.0013699507099646391
leaf_count=425 323 200 241 1134 298 509 780
internal_value=0 0.0012802 -0.00117089 -0.0043758 -0.00969998 -0.0159059 0.00663296
internal_weight=0 0.00989851 0.00889662 0.00754673 0.00508666 0.00374624 0.00246007
internal_count=3910 3485 3285 3044 1941 1643 1103
is_linear=0
shrinkage=0.1


Tree=5005
num_leaves=10
num_cat=0
split_feature=147 52 150 159 52 52 2 3 16
split_gain=4.46274e-05 4.65037e-05 6.90386e-05 4.59141e-05 5.94992e-05 9.20266e-05 5.88498e-05 0.00011864 0.000136683
threshold=1.0000000180025095e-35 0.15091000000000002 0.088380000000000014 0.090705000000000022 -0.030179999999999995 -0.24456499999999998 0.11085000000000002 -0.089974999999999986 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9
right_child=-2 -3 -4 -5 6 -7 -8 8 -10
leaf_value=-8.0019622367308034e-05 0.00038562702124698609 -0.00043341367030269736 -0.00045721628803299929 -0.0003278883135252814 -0.00064619370329464635 0.0006945308867943534 0.00033937043373523834 0.00038665210997408558 -0.00049450981648727229
leaf_weight=0.001026980447289395 0.0010316335650855006 0.0010499611708637635 0.0011299722409550848 0.0010553035965351889 0.001184586048214864 0.0013852644140821737 0.0014360585796166824 0.0019853030767088505 0.0010268733296370067
leaf_count=410 234 481 247 366 344 378 229 946 275
internal_value=0 -4.04328e-05 -1.00352e-07 5.66587e-05 0.000107101 0.000364777 -3.24767e-06 -0.000120486 8.62575e-05
internal_weight=0 0.0112803 0.0102303 0.00910037 0.00804507 0.00241224 0.00563282 0.00419676 0.00301218
internal_count=3910 3676 3195 2948 2582 788 1794 1565 1221
is_linear=0
shrinkage=0.00196078


Tree=5006
num_leaves=8
num_cat=0
split_feature=52 52 160 12 52 1 1
split_gain=1.58258e-05 3.77959e-05 3.31204e-05 4.54182e-05 5.15214e-05 6.45838e-05 8.6005e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.043720000000000009 0.10214500000000001 0.091210000000000013 0.11052000000000002 0.090355000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.012039664476538649 0.014147705413840568 -0.0082478383313298164 -0.017552091532121967 -0.017592724593617378 0.019819753671052064 -0.022207626951678574 0.025325733603436314
leaf_weight=0.001002112532884558 0.0018241897947243379 0.0018029119380608258 0.0011441888343353733 0.0011231117039114495 0.0015742239129509644 0.0011005320793253054 0.0013228480104607832
leaf_count=425 546 1065 277 348 674 290 285
internal_value=0 0.00114831 -0.00179094 0.000813721 0.00437763 -0.00137431 0.00596078
internal_weight=0 0.00989201 0.00806782 0.00692363 0.00580052 0.00422629 0.00312576
internal_count=3910 3485 2939 2662 2314 1640 1350
is_linear=0
shrinkage=0.1


Tree=5007
num_leaves=10
num_cat=0
split_feature=1 4 15 3 47 2 0 52 49
split_gain=1.54172e-05 4.04701e-05 3.02321e-05 4.64462e-05 4.23872e-05 5.6386e-05 2.6496e-05 1.46791e-05 1.27719e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.079360000000000014 -0.10315499999999998 0.077735000000000012 0.089785000000000018 -0.08824499999999999 0.086950000000000013 -0.0087399999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 5 -5 -6 -1 -7
right_child=2 -3 -4 4 6 8 -8 -9 -10
leaf_value=0.01202997591813303 0.023473957296464676 -0.018516741888308926 -0.013551596615774826 -0.010345201303630459 -0.019613526224826018 0.026167863188231999 0.0023490164909062668 -0.0050468914414799337 0.010362581388402051
leaf_weight=0.0010103502705589595 0.001126653991739817 0.0014214155834594618 0.0010128473776486969 0.0010331418740186487 0.0011876991435279701 0.001029178435986887 0.0010219571636859179 0.001003137164668533 0.0010159838927145503
leaf_count=265 287 1552 508 328 188 158 204 175 245
internal_value=0 -0.00559789 0.00250402 0.00503915 0.00111143 0.00869685 -0.00945594 0.00352213 0.0183162
internal_weight=0 0.0034349 0.00742746 0.00641461 0.00528796 0.0030783 0.00220966 0.00201349 0.00204516
internal_count=3910 1992 1918 1410 1123 731 392 440 403
is_linear=0
shrinkage=0.1


Tree=5008
num_leaves=8
num_cat=0
split_feature=11 52 13 43 1 52 3
split_gain=1.63013e-05 1.91516e-05 8.09497e-05 5.95831e-05 6.53398e-05 3.97001e-05 3.57252e-05
threshold=0.077330000000000024 0.11401500000000002 -0.094679999999999986 -0.074254999999999988 0.10662500000000001 -0.088779999999999984 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.021241212279718383 -0.011980938682114674 -0.010355814203909439 0.02212592483674829 -0.013420731268829436 -0.030348912443192752 -0.0015463313810941948 0.0099433776009587686
leaf_weight=0.0018777407455911775 0.0010359777399251121 0.0012492892344835105 0.0012325711469528657 0.0013159899374939545 0.0011557269636662498 0.0016660799653460765 0.0013018846556823466
leaf_count=317 279 617 404 1167 192 767 167
internal_value=0 0.00120948 0.00289936 -0.00226251 -0.0105447 0.00851964 -0.00180162
internal_weight=0 0.00979928 0.00854999 0.00667225 0.0037736 0.00289865 0.00261787
internal_count=3910 3631 3014 2697 1526 1171 1334
is_linear=0
shrinkage=0.1


Tree=5009
num_leaves=8
num_cat=0
split_feature=4 150 1 0 13 133 4
split_gain=1.74785e-05 4.37337e-05 7.35862e-05 3.36687e-05 3.34989e-05 8.802e-05 2.33982e-05
threshold=0.0057500000000000008 0.085075000000000026 0.11198000000000001 -0.089879999999999974 -0.0030249999999999995 0.065880000000000008 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -4
right_child=1 -3 6 4 -6 -7 -8
leaf_value=-0.015934933211384009 -0.016427227735633508 0.021719814811024578 0.00076674328831179269 -0.0077270178460092324 -0.0091215045355772274 0.03129223768643296 0.021597562544026526
leaf_weight=0.0016341432736061718 0.0016822823399322193 0.0011186553932705057 0.0010493257281336543 0.001360538192959111 0.0018456819869722002 0.001005308656916129 0.0011092339581333533
leaf_count=581 532 182 102 877 660 675 301
internal_value=0 0.0043196 -0.000748253 -0.00375148 0.000975906 0.00885326 0.0114712
internal_weight=0 0.0049595 0.00384084 0.00584567 0.00421153 0.00236585 0.00215856
internal_count=3910 1117 935 2793 2212 1552 403
is_linear=0
shrinkage=0.1


Tree=5010
num_leaves=9
num_cat=0
split_feature=1 0 4 49 13 12 3 2
split_gain=1.573e-05 3.5006e-05 2.39848e-05 6.54264e-05 4.8065e-05 4.80365e-05 8.47864e-05 1.72378e-05
threshold=1.0000000180025095e-35 -0.070894999999999986 0.0057500000000000008 -0.045004999999999996 -0.0024749999999999993 0.051320000000000005 0.11265500000000002 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -5 -3
right_child=2 7 3 5 -6 -7 -8 -9
leaf_value=-0.018159286781078858 0.010689815832298666 0.011907544451677573 0.028215704740649453 0.029081180860620833 -0.014933013827919318 -0.016664526496118083 -0.010932043373736176 -0.0063947074604361253
leaf_weight=0.0013516291164820944 0.0012518935740727195 0.0010067521228918654 0.0011137854823250796 0.0010532806291418623 0.0017632672939225935 0.0011170557753759605 0.0010650441528365004 0.0010526872991167347
leaf_count=1629 723 102 137 239 456 213 150 261
internal_value=0 -0.00565462 0.00255966 0.00731142 -0.00429443 0.000115081 0.00896347 0.00255231
internal_weight=0 0.00341107 0.00736433 0.00434917 0.00301516 0.00323538 0.00211832 0.00205944
internal_count=3910 1992 1918 739 1179 602 389 363
is_linear=0
shrinkage=0.1


Tree=5011
num_leaves=8
num_cat=0
split_feature=4 12 150 4 3 16 2
split_gain=1.57803e-05 2.4329e-05 4.97195e-05 7.93493e-05 7.40898e-05 3.8348e-05 5.4778e-05
threshold=0.27020000000000005 -0.036459999999999992 0.086420000000000011 -0.0037349999999999992 0.0066850000000000008 -0.008069999999999999 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.015446482482266714 0.0089721954770324193 -0.016565432635511367 -0.017376001709028109 0.0027806316582872775 0.036638375274113975 0.017053576882984239 -0.013847859364165237
leaf_weight=0.0011229652249828059 0.0016468405644589389 0.0016820038788246967 0.0013297162829159674 0.0015107949942865326 0.0011295129973275531 0.0012854562465115322 0.0010359680329696923
leaf_count=294 472 1366 269 616 97 557 239
internal_value=0 -0.00166593 0.0002749 0.00380765 0.0172648 -0.00506752 0.00326338
internal_weight=0 0.00909642 0.00797345 0.00664374 0.00264031 0.00400343 0.00232142
internal_count=3910 3438 3144 2875 713 2162 796
is_linear=0
shrinkage=0.1


Tree=5012
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 51 2 49
split_gain=8.01815e-05 4.38486e-05 0.000112261 4.83147e-05 0.000135794 9.23552e-05 6.50668e-05 5.15541e-05 8.27238e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.0089749999999999986 -0.07742499999999998 0.086915000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -9
right_child=1 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.00052983649949143389 -0.00034518979458755583 -0.00041090612982783295 0.00068234495325311705 -0.00057010955297146719 0.00034141061261910079 0.00065172926361717017 -0.00019821093359431304 0.0005109717324135914 -0.00015371750176884963
leaf_weight=0.0010122504772867311 0.001003010643818413 0.0011464642961320996 0.0010801768592981894 0.0015924751353100666 0.0010378857849078942 0.0010030353823089824 0.0014016675829882559 0.001878140439997047 0.0011672660728234232
leaf_count=627 151 354 152 659 641 155 370 433 368
internal_value=0 4.6182e-05 8.42674e-05 1.42517e-05 -0.000210443 0.000103848 5.60154e-06 0.000112978 0.000256205
internal_weight=0 0.0113101 0.0103071 0.00922693 0.00263036 0.00659657 0.00559354 0.00444707 0.00304541
internal_count=3910 3283 3132 2980 1300 1680 1525 1171 801
is_linear=0
shrinkage=0.00196078


Tree=5013
num_leaves=8
num_cat=0
split_feature=16 15 133 1 48 1 1
split_gain=1.49664e-05 5.55052e-05 4.27368e-05 6.33021e-05 6.98675e-05 4.04525e-05 7.0354e-05
threshold=0.10994000000000002 -0.0039399999999999991 0.083815000000000014 1.0000000180025095e-35 0.086065000000000016 0.089175000000000018 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.022509702914596807 0.010595508775042327 -0.017160758589400693 0.019821910073844408 0.02881665881941177 -0.011971299451394869 -0.0092169302753560486 0.024353190428428921
leaf_weight=0.0011196988563188905 0.0012030093512952432 0.0017961456650354964 0.0011790977485750713 0.0010069724644883263 0.0018839736082293954 0.0014592206922192897 0.0010910670279097119
leaf_count=955 403 282 1065 268 270 409 258
internal_value=0 -0.00602727 0.0022937 -0.000856386 0.00359944 0.0118459 0.00514508
internal_weight=0 0.00299916 0.00774003 0.00656093 0.00544123 0.00355726 0.00255029
internal_count=3910 685 3225 2160 1205 935 667
is_linear=0
shrinkage=0.1


Tree=5014
num_leaves=8
num_cat=0
split_feature=47 4 4 1 4 0 12
split_gain=1.48902e-05 4.34572e-05 6.56682e-05 4.42378e-05 3.98223e-05 0.000102059 4.10495e-05
threshold=0.11669500000000001 0.25367000000000006 0.055260000000000011 0.095575000000000007 -0.076854999999999993 -0.12329499999999999 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.0088579443670943683 -0.01099210637951154 0.015172091849763395 -0.025717653801939928 0.015500647195760968 0.0080180293040072563 -0.036531983547238932 0.014662749720749008
leaf_weight=0.0013363198286596193 0.001109865256607087 0.0018157956424337115 0.0010157309028123781 0.0017015455582050885 0.0010473469966502656 0.0010102380159839526 0.0016684108407619724
leaf_count=484 179 497 296 527 115 1181 631
internal_value=0 0.0012423 -0.00200898 0.00155136 -0.00313728 -0.0138552 0.00420219
internal_weight=0 0.00959539 0.00777959 0.00676386 0.00506232 0.00205759 0.00300473
internal_count=3910 3731 3234 2938 2411 1296 1115
is_linear=0
shrinkage=0.1


Tree=5015
num_leaves=9
num_cat=0
split_feature=484 1375 124 13 4 3 16 48
split_gain=0.000105559 5.14845e-05 4.17061e-05 9.35663e-05 4.8105e-05 8.65036e-05 6.77895e-05 3.20446e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 -0.034289999999999994 -0.084014999999999992 -0.0083999999999999995 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6
right_child=1 2 3 4 6 -7 -8 -9
leaf_value=-0.00061486709655210762 -0.00036906427214807946 -0.00025840653313628255 0.00067231845225401937 0.00012268046823473187 0.00015308769504099404 -0.00055262237438163714 0.00048886897664491918 -0.00027432901039138472
leaf_weight=0.0010186548778433136 0.0010480664323778447 0.0011827470292241253 0.0010876592898754348 0.0019438993946779485 0.0019102218305760714 0.0011671639269587616 0.0017540711138468749 0.0010424022582137748
leaf_count=627 146 300 148 735 508 810 419 217
internal_value=0 4.45643e-05 8.75365e-05 0.000133482 5.85153e-05 -0.00013067 0.000183564 2.19137e-06
internal_weight=0 0.0111362 0.0100882 0.00890542 0.00781776 0.00311106 0.0047067 0.00295262
internal_count=3910 3283 3137 2837 2689 1545 1144 725
is_linear=0
shrinkage=0.00196078


Tree=5016
num_leaves=11
num_cat=0
split_feature=484 1375 484 133 12 0 2 3 1 1
split_gain=9.16409e-05 3.39748e-05 5.1233e-05 6.78973e-05 8.55318e-05 0.000107376 0.000111197 9.59368e-05 0.000159465 6.28034e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08764000000000001 0.10064500000000001 0.093375000000000014 -0.017269999999999997 1.0000000180025095e-35 0.096385000000000012 1.0000000180025095e-35 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8 -6
right_child=1 2 -4 -5 9 -7 7 -9 -10 -11
leaf_value=-0.00056853294698003981 -0.00028454208776759515 -0.00030700537412094088 -0.00033967609009117065 -0.00035249560561205853 -0.00050814119996212416 0.00085771878370959314 9.8937617380100444e-05 -7.5098959623916061e-05 0.0010779197253362976 0.00018052019802077335
leaf_weight=0.0010159266682548606 0.0010838048430159017 0.0013430009477772894 0.0010087901716418707 0.0010194339911709484 0.0010253299294486632 0.0010835821991795665 0.0013296054080269956 0.0013553660046152871 0.0012328393116514203 0.0010112998600010255
leaf_count=627 146 398 324 486 416 194 768 190 237 124
internal_value=0 4.58464e-05 8.02463e-05 0.000125309 0.000183428 0.000295657 0.000179888 0.000346791 0.000569944 -0.000166183
internal_weight=0 0.0114931 0.0104092 0.00940046 0.00838102 0.00634439 0.00526081 0.00391781 0.00256244 0.00203663
internal_count=3910 3283 3137 2813 2327 1787 1593 1195 1005 540
is_linear=0
shrinkage=0.00196078


Tree=5017
num_leaves=11
num_cat=0
split_feature=484 1375 4 0 12 49 12 3 0 16
split_gain=8.8796e-05 5.3214e-05 5.71484e-05 8.77239e-05 5.96997e-05 8.79997e-05 7.95375e-05 8.88163e-05 8.26276e-05 5.1598e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 -0.084114999999999981 0.086935000000000012 0.11265500000000002 -0.07773999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 9 -8 -7
right_child=1 2 3 -5 5 6 8 -9 -10 -11
leaf_value=-0.00055883666031388034 -0.00037881949091045678 -0.00035360878710173182 -0.00037713608823638107 0.00066302204313637282 -0.00039378033226364855 0.00034030759478542651 -0.00035795467046806519 -1.9371991431141802e-05 0.00032808968996255795 0.00092705907288700214
leaf_weight=0.001035161350342967 0.0010552709691937822 0.0010368507028125423 0.0010335914112838407 0.0010590667360038533 0.0010675386743901833 0.0011432889647017296 0.0014422799745164804 0.0012134380851717193 0.001268689972849517 0.0011617140399030144
leaf_count=627 146 151 413 149 161 364 962 106 580 251
internal_value=0 4.0771e-05 8.32381e-05 0.000131477 6.39014e-05 0.000126373 0.000215512 0.000409994 -3.6897e-05 0.000636028
internal_weight=0 0.0114817 0.0104265 0.00938961 0.00833054 0.00729695 0.00622941 0.00351844 0.00271097 0.002305
internal_count=3910 3283 3137 2986 2837 2424 2263 721 1542 615
is_linear=0
shrinkage=0.00196078


Tree=5018
num_leaves=10
num_cat=0
split_feature=484 484 133 150 12 0 3 2 0
split_gain=0.000119502 4.32662e-05 6.71631e-05 8.32195e-05 7.818e-05 0.000127571 0.000114796 7.22824e-05 7.67918e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10064500000000001 0.090695000000000012 0.094045000000000004 -0.017269999999999997 0.092005000000000017 0.091250000000000012 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00064552860734763727 -0.00016773038519402476 -0.00032031019409514423 -0.00039231710658095998 -0.00032073984523754804 -0.00014813136952782028 0.00094289100234248814 -0.00024450470320237333 0.0008282968426791919 0.00051086608535525684
leaf_weight=0.0010597251030191731 0.0011510164319768004 0.0011403916366731935 0.0010346114855227977 0.0013290680393888516 0.0018277447064704499 0.0010318228364044283 0.0016234661546360939 0.0010104985937422345 0.0014473226445654941
leaf_count=627 271 357 486 259 480 183 178 333 736
internal_value=0 4.2348e-05 8.19033e-05 0.000133982 0.000208669 0.000312777 0.000188516 0.000383315 0.00021026
internal_weight=0 0.0115959 0.0104556 0.00942094 0.00809187 0.00626413 0.0052323 0.00360884 0.00259834
internal_count=3910 3283 2926 2440 2181 1701 1518 1340 1007
is_linear=0
shrinkage=0.00196078


Tree=5019
num_leaves=10
num_cat=0
split_feature=484 15 42 4 124 16 151 1 43
split_gain=0.000123801 6.12266e-05 0.000132603 9.80189e-05 8.00421e-05 0.000120756 9.22704e-05 0.000215933 7.83695e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.083329999999999987 -0.018779999999999995 -0.0083999999999999995 -0.044604999999999992 0.095575000000000007 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 -8 -7
right_child=1 2 -4 -5 5 8 7 -9 -10
leaf_value=-0.00065524076002338144 -0.00035984045901668723 -5.6380942551963161e-05 0.00039089428897266511 -0.0009022384921627141 -0.00049963948265343758 0.00016224429649890822 -0.00054900819263420072 0.00054389864497534875 0.00073766009906961938
leaf_weight=0.0010534068775649502 0.0011292375842226312 0.0010739403342701574 0.0010168448821260092 0.0010336851603064885 0.0011575075363896114 0.0017617479650889846 0.0010844322441061615 0.0019356707656604463 0.0018822525865420043
leaf_count=627 280 395 618 338 239 431 379 293 310
internal_value=0 4.566e-05 -0.000190657 -0.000471232 0.000128151 0.000198604 -2.89376e-05 0.000151467 0.000459467
internal_weight=0 0.0120753 0.00312447 0.00210763 0.00895085 0.00782161 0.00417761 0.0030201 0.003644
internal_count=3910 3283 1351 733 1932 1652 911 672 741
is_linear=0
shrinkage=0.00196078


Tree=5020
num_leaves=9
num_cat=0
split_feature=52 376 457 160 151 16 2 12
split_gain=1.84444e-05 4.28415e-05 4.19825e-05 3.57918e-05 3.49397e-05 5.16007e-05 3.89828e-05 3.48257e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 1.0000000180025095e-35 -0.0017399999999999998 -0.25582999999999995 0.086915000000000006 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.013002501094967084 -0.018231558984308054 0.020861739923585258 0.015328101592822926 -0.021333297564719716 0.018990803339267795 -0.0076387034689056532 -0.01367375793171801 0.017923651637146269
leaf_weight=0.0010004412999296977 0.0010105059879527622 0.0010004725078603073 0.0013402133850965196 0.0010165730675353599 0.0013479654904137005 0.0010131742278747735 0.0019770600051627505 0.001124481557895478
leaf_count=425 294 200 241 406 278 481 1000 585
internal_value=0 0.0012497 -0.00097242 -0.00388923 -0.00114974 0.00201011 -0.0035527 0.00580799
internal_weight=0 0.00983045 0.00882997 0.00748976 0.00647319 0.00546268 0.00411472 0.00213766
internal_count=3910 3485 3285 3044 2638 2344 2066 1066
is_linear=0
shrinkage=0.1


Tree=5021
num_leaves=10
num_cat=0
split_feature=484 4 0 1 1 0 2 0 15
split_gain=7.43089e-05 4.5047e-05 0.000104076 4.91593e-05 4.03185e-05 5.16717e-05 7.42859e-05 4.35434e-05 3.55306e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.09112000000000002 -0.22384499999999996 0.11260500000000001 -0.066689999999999985 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 -6 7 -7 -3
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00051997511069582381 -0.00035807356864488919 -0.0004904059638128021 0.00066870034743943567 0.00034582972798601514 -0.00037470465858705849 -0.00026418716534696597 0.00048178438471003045 0.00024086277931066071 1.4777020511736921e-05
leaf_weight=0.0010056616188819289 0.0010123626305179921 0.0011261885400478296 0.0010232972800726303 0.0017585235629293192 0.0011016771386698496 0.001781070430993172 0.0013460437099120414 0.0010392887654739108 0.0010200951307171363
leaf_count=627 151 780 152 403 91 455 331 170 750
internal_value=0 3.64188e-05 7.55874e-05 9.42162e-06 8.8754e-05 2.94022e-06 0.000102797 -7.80787e-05 -0.0002503
internal_weight=0 0.0112085 0.0101962 0.00917289 0.0070266 0.00526808 0.0041664 0.00282036 0.00214628
internal_count=3910 3283 3132 2980 1450 1047 956 625 1530
is_linear=0
shrinkage=0.00196078


Tree=5022
num_leaves=10
num_cat=0
split_feature=484 1375 4 0 12 1 13 2 0
split_gain=9.21834e-05 4.13911e-05 4.74193e-05 8.33444e-05 5.15228e-05 9.45947e-05 5.2381e-05 6.02013e-05 4.90303e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 0.12864500000000004 -0.0041499999999999983 0.086915000000000006 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 -8
right_child=1 2 3 -5 5 -7 8 -9 -10
leaf_value=-0.00057671925963654605 -0.0003250589636816651 -0.00032250635079185272 -0.00035381936135665891 0.00064797793642026034 -0.00046398272940401846 0.00064245671304750712 -6.9277502951819094e-06 9.744603896007608e-05 0.00048162475570821448
leaf_weight=0.0010055479563103676 0.0010685177674398345 0.0010145551927306555 0.0010220297234894713 0.001037055144171707 0.001391759991120164 0.0011133716852198012 0.0019322504691536133 0.0015544425927441164 0.0013357256671345699
leaf_count=627 146 151 413 149 834 133 202 756 499
internal_value=0 4.24414e-05 8.01948e-05 0.000123721 5.86057e-05 0.00011613 2.18298e-05 -0.000167768 0.000192759
internal_weight=0 0.0114697 0.0104012 0.00938664 0.00834958 0.00732755 0.00621418 0.0029462 0.00326798
internal_count=3910 3283 3137 2986 2837 2424 2291 1590 701
is_linear=0
shrinkage=0.00196078


Tree=5023
num_leaves=11
num_cat=0
split_feature=484 42 43 3 2 42 3 2 16 15
split_gain=0.000121158 7.48369e-05 8.40171e-05 0.000114615 7.70586e-05 6.9955e-05 9.47993e-05 5.0311e-05 8.05203e-05 8.92731e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.086650000000000019 0.08221500000000001 -0.089604999999999976 0.087995000000000004 -0.19424999999999998 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -8 -9 -10
right_child=1 2 5 -5 -6 -7 7 8 9 -11
leaf_value=-0.00063762973446321249 -0.00045340778337953633 -0.00029943717149829094 0.00056706922378010405 0.00087921140820869772 0.00041151175099496341 -0.00049842203490698929 -0.00040074841961982866 -0.00035980512364572396 0.00062082450741059213 -7.0897019828226283e-05
leaf_weight=0.0010779709514419913 0.0010446262063379666 0.0010191133447877776 0.0011444806038761494 0.0010779155078625476 0.0013796496591289417 0.0010170854876766231 0.0012403764293497776 0.0012882516949540403 0.0012651808636875768 0.0016565543304163028
leaf_count=627 254 291 256 333 436 758 365 165 174 251
internal_value=0 4.83078e-05 9.5573e-05 0.000348119 0.000109465 -1.9775e-05 5.4044e-05 -5.36823e-05 4.85728e-05 0.000228635
internal_weight=0 0.0121332 0.0110886 0.00347668 0.00239876 0.00761193 0.00659484 0.00545036 0.00420999 0.00292174
internal_count=3910 3283 3029 1060 727 1969 1211 955 590 425
is_linear=0
shrinkage=0.00196078


Tree=5024
num_leaves=11
num_cat=0
split_feature=11 3 1 13 52 47 0 15 13 4
split_gain=7.95006e-05 7.01213e-05 5.53231e-05 8.06865e-05 0.000114832 0.00011194 0.000109054 7.90738e-05 9.12678e-05 6.86676e-05
threshold=0.081005000000000008 -0.12008499999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 0.09252500000000001 -0.15291499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 9 -5 6 -6 -3 -9 -4
right_child=-2 2 3 4 5 -7 -8 8 -10 -11
leaf_value=0.00045659569999194268 -0.00053400299626229163 -0.00059974822363137816 0.00077898684419782803 -0.00053783715125896639 0.0008762265991792092 -0.00038179214470099196 -3.5925538203746861e-05 -0.00028328565751298149 0.00044142592485355128 9.0996261563341035e-05
leaf_weight=0.0013817513373249263 0.0010014234709757987 0.0012627744616145039 0.0010108015598625493 0.0013294901064044434 0.0010076832888551634 0.0010020863631046845 0.0010080242042993211 0.0017727805981491138 0.0010721813824368979 0.0012444395049750641
leaf_count=211 233 1022 495 142 78 86 149 858 247 389
internal_value=0 4.08855e-05 -1.27461e-05 9.8409e-05 -5.77125e-05 0.000153807 0.000420073 -0.00019141 -1.01635e-05 0.000399354
internal_weight=0 0.012092 0.0107103 0.00660253 0.00434728 0.00301779 0.00201571 0.00410774 0.00284496 0.00225524
internal_count=3910 3677 3466 1339 455 313 227 2127 1105 884
is_linear=0
shrinkage=0.00196078


Tree=5025
num_leaves=9
num_cat=0
split_feature=11 49 2 52 133 12 0 0
split_gain=1.63833e-05 2.51538e-05 3.06475e-05 0.000137581 6.44645e-05 5.64557e-05 0.00010688 5.4923e-05
threshold=0.077330000000000024 0.093425000000000022 0.10946500000000002 0.086950000000000013 0.065880000000000008 0.092150000000000024 -0.12329499999999999 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=0.011716528235980463 -0.01201878890208268 0.015172093496434625 -0.0061909565607308342 -0.032672988279481022 0.024696060950809121 0.016804353383041527 -0.025808256116744623 0.026094672959190709
leaf_weight=0.001348768589851378 0.0010403680193844045 0.0011361892464766795 0.0010595483857592661 0.0013349995789942622 0.0011079585388774158 0.0011208211828289067 0.0017359639250341006 0.0010481486662891224
leaf_count=161 279 521 105 798 651 245 769 381
internal_value=0 0.00117353 -0.000642901 -0.00397395 0.00323657 -0.00241696 -0.00940092 0.00986455
internal_weight=0 0.0098924 0.00875621 0.00664851 0.00531351 0.00420555 0.00308473 0.0021077
internal_count=3910 3631 3110 2624 1826 1175 930 486
is_linear=0
shrinkage=0.1


Tree=5026
num_leaves=10
num_cat=0
split_feature=147 159 150 159 0 0 12 16 13
split_gain=3.76685e-05 4.83202e-05 4.59102e-05 5.82174e-05 6.84299e-05 9.46281e-05 8.53964e-05 5.29578e-05 6.39967e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.090480000000000019 0.090705000000000022 -0.077944999999999987 -0.053834999999999994 0.092365000000000017 -0.30307999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 -3 -9
right_child=-2 2 -4 -5 5 6 -8 8 -10
leaf_value=-0.00041956127516456533 0.00035808090020767331 -0.00040102634055529953 -0.0003699073239416941 -0.00037775922383801369 0.00081602664096900256 0.00044888804283121632 -0.00031592447908847352 -0.0002086396200251616 0.00033942625473634068
leaf_weight=0.0011309654218685941 0.0010209582108411464 0.0011790963383996327 0.0010981166162148713 0.0010517508982406587 0.001043632691433336 0.0012390765009243033 0.0010261145575477873 0.0015378605126357961 0.0017526733236748119
leaf_count=623 234 185 246 390 455 202 198 1075 302
internal_value=0 -3.55501e-05 8.19374e-06 5.52141e-05 0.000113758 0.000327507 0.000102434 -4.44788e-05 8.32828e-05
internal_weight=0 0.0110593 0.00992832 0.0088302 0.00777845 0.00330882 0.00226519 0.00446963 0.00329053
internal_count=3910 3676 3053 2807 2417 855 400 1562 1377
is_linear=0
shrinkage=0.00196078


Tree=5027
num_leaves=8
num_cat=0
split_feature=52 376 160 52 15 2 43
split_gain=1.62021e-05 3.75537e-05 3.51425e-05 5.25134e-05 4.81312e-05 9.97689e-05 5.59984e-05
threshold=-0.27466499999999994 0.048375000000000008 0.087825000000000014 -0.048794999999999991 -0.10192499999999999 0.094010000000000024 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.012155261518350051 0.017010782389882205 0.019519544303640259 -0.016360645816908118 -0.01634066630618957 -0.0012559871873455133 -0.015341072377462035 0.029655334964697955
leaf_weight=0.0010078227525021103 0.0017223170172830302 0.0010007991693664784 0.0012633910234385436 0.0018238318569148201 0.0010284729545998435 0.0016980242905343243 0.001362395255615401
leaf_count=425 476 200 326 436 1046 510 491
internal_value=0 0.00115379 -0.000911794 0.00164457 -0.00283145 0.00319427 0.0163583
internal_weight=0 0.00989923 0.00889843 0.00763504 0.00591272 0.00408889 0.00239087
internal_count=3910 3485 3285 2959 2483 2047 1537
is_linear=0
shrinkage=0.1


Tree=5028
num_leaves=9
num_cat=0
split_feature=11 3 49 3 16 3 15 15
split_gain=9.8555e-05 0.00010593 5.40856e-05 8.37708e-05 9.67754e-05 6.496e-05 9.76996e-05 5.77247e-05
threshold=0.080455000000000013 -0.12008499999999998 -0.006494999999999999 -0.032959999999999996 -0.083564999999999987 0.092005000000000017 -0.017214999999999998 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -5 -7 -3
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.00054531116397157973 -0.00059646620178514223 5.3876480793300745e-05 0.00015139018599551115 0.00050037782464829495 -0.00058770170181336289 -0.00029080423285516129 0.00041657523579159906 -0.00047596594212325117
leaf_weight=0.0013994488053961701 0.0010209972188282733 0.0014172151615344613 0.0013784454545419974 0.0018867286471206503 0.0013464353354036296 0.0016218632300701698 0.0013974820191633101 0.0017878278608407406
leaf_count=204 241 265 708 349 1434 202 99 408
internal_value=0 3.76377e-05 -2.79274e-05 6.18494e-05 -0.000213815 0.000214956 3.66012e-05 -0.000241679
internal_weight=0 0.0122354 0.010836 0.00763095 0.00272488 0.00490607 0.00301935 0.00320504
internal_count=3910 3669 3465 2792 2142 650 301 673
is_linear=0
shrinkage=0.00196078


Tree=5029
num_leaves=9
num_cat=0
split_feature=13 16 12 0 4 13 3 16
split_gain=1.46151e-05 4.19822e-05 7.37949e-05 0.00010811 4.89424e-05 4.78724e-05 3.90653e-05 3.03793e-05
threshold=0.043015000000000005 0.10994000000000002 0.088590000000000016 -0.084304999999999977 0.0057500000000000008 -0.085414999999999991 0.11265500000000002 0.022165000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -6 -2
right_child=7 5 -4 -5 6 -7 -8 -9
leaf_value=-0.013815242227500833 -0.0052844943571022226 0.0010350436470331079 -0.018951558648728533 0.0340037806834236 0.019988329627687745 -0.0297173300075682 -0.0046184397000065746 0.018623932823987274
leaf_weight=0.0016414488833239034 0.0010057183663179977 0.0010015137863245175 0.0013558507570205457 0.0011729460702225147 0.0013538371185403985 0.0010235548402810178 0.001232575803043561 0.0011270471006752407
leaf_count=839 367 89 1019 535 289 414 141 217
internal_value=0 -0.00187893 0.00190634 0.00714263 -0.00030953 -0.0145085 0.00826178 0.00734977
internal_weight=0 0.00878173 0.00675666 0.00540081 0.00422786 0.00202507 0.00258641 0.00213277
internal_count=3910 3326 2823 1804 1269 503 430 584
is_linear=0
shrinkage=0.1


Tree=5030
num_leaves=8
num_cat=0
split_feature=42 51 42 43 48 0 16
split_gain=1.49787e-05 4.18555e-05 4.00056e-05 5.8692e-05 4.50306e-05 5.30198e-05 4.33999e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.091955000000000023 -0.06705499999999999 0.086125000000000021 -0.15137999999999999 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.008349870211978366 -0.014492451861436294 0.026611850292348496 -0.013252652279975592 0.027480723848624322 -0.0096073321297176321 0.014599313276172027 -0.012871652780119756
leaf_weight=0.0018183628888098534 0.0013721584828055855 0.001281719418604289 0.0010928385464018661 0.0011183843558872242 0.0018921245340909497 0.0011563820531875363 0.0011440695122188558
leaf_count=1060 521 688 716 127 218 317 263
internal_value=0 0.00159556 0.00446788 0.00740533 0.00277013 0.00962033 0.000937346
internal_weight=0 0.00905768 0.00768552 0.00659268 0.00531096 0.00341884 0.00230045
internal_count=3910 2850 2329 1613 925 707 580
is_linear=0
shrinkage=0.1


Tree=5031
num_leaves=11
num_cat=0
split_feature=484 4 0 12 1 49 1 3 12 2
split_gain=9.80112e-05 5.03975e-05 0.000105446 5.58128e-05 9.16618e-05 9.11007e-05 0.000134784 8.42563e-05 5.94157e-05 4.96607e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 0.12864500000000004 -0.085974999999999982 0.09112000000000002 -1.0000000180025095e-35 0.086935000000000012 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 -7 -8
right_child=1 2 -4 4 -6 6 9 -9 -10 -11
leaf_value=-0.00058535324585435916 -0.00036659729206615758 -0.00041448869335502316 0.00066463127042226764 -0.00055545014523932456 0.00057589926184387584 0.00045843457559301793 -0.00048211614429713873 0.0008053993112840472 -0.00017615844357431114 2.0895554521202897e-05
leaf_weight=0.0010290408773968593 0.0010380682236282536 0.0010149098684676871 0.0010872971037126028 0.0010145608642666672 0.0011935452432029316 0.0011166832591546234 0.0014625385863756349 0.0010611944721188693 0.0011528704684724803 0.001558936116079105
leaf_count=627 151 423 152 150 136 529 350 76 1156 160
internal_value=0 4.583e-05 8.59825e-05 2.02752e-05 7.18207e-05 -9.84866e-06 7.72934e-05 0.000349328 0.000136079 -0.000222586
internal_weight=0 0.0117006 0.0106625 0.00957524 0.00856033 0.00736678 0.00635222 0.00333075 0.00226955 0.00302147
internal_count=3910 3283 3132 2980 2557 2421 2271 1761 1685 510
is_linear=0
shrinkage=0.00196078


Tree=5032
num_leaves=8
num_cat=0
split_feature=1 52 2 48 43 13 1
split_gain=1.62331e-05 3.49916e-05 4.91113e-05 5.71422e-05 5.17626e-05 4.83876e-05 1.43477e-05
threshold=0.12864500000000004 0.11401500000000002 0.099015000000000006 0.086935000000000012 -0.0037249999999999996 -0.089899999999999994 0.085835000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -6
right_child=-2 -3 5 -5 6 -7 -8
leaf_value=-0.01258803081096632 0.0099474437708719846 -0.018683389055146025 0.026144701387331194 -0.026780305724191263 0.0015304017971599865 0.00077058836569894324 0.017251892071059909
leaf_weight=0.0018820300779322134 0.0014101746217851522 0.0010590451379626021 0.0012084763735043524 0.0010066748561348964 0.0011145869951560451 0.0019876266038824043 0.0012114104432654673
leaf_count=1328 331 580 130 291 372 624 254
internal_value=0 -0.00155281 0.000604184 -0.00537811 -0.000258117 0.0103648 0.00971836
internal_weight=0 0.00946985 0.00841081 0.0052147 0.00420803 0.0031961 0.002326
internal_count=3910 3579 2999 2245 1954 754 626
is_linear=0
shrinkage=0.1


Tree=5033
num_leaves=8
num_cat=0
split_feature=13 16 133 12 15 48 16
split_gain=1.44029e-05 3.21284e-05 5.84818e-05 4.45713e-05 3.53058e-05 4.842e-05 2.43894e-05
threshold=0.043015000000000005 0.15100500000000003 0.083815000000000014 0.088375000000000023 -0.015439999999999997 0.09227500000000001 0.022165000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2
right_child=6 -3 -4 -5 -6 -7 -8
leaf_value=-0.014181827714846031 -0.0040014365587982426 -0.013453633363562834 0.022127614221562925 -0.02164781401460647 0.013525439046777572 0.011795533632485799 0.017435046371899486
leaf_weight=0.0019931675712510826 0.0010052430173733973 0.0018752172696815889 0.0011281871227846385 0.0010275853983762835 0.0015792308388654476 0.0011211101754933965 0.0011244455807085862
leaf_count=433 367 465 1014 653 603 158 217
internal_value=0 -0.00185595 0.0013193 -0.00278406 0.00134593 -0.00483023 0.00731672
internal_weight=0 0.0087245 0.00684928 0.00572109 0.00469351 0.00311428 0.00212969
internal_count=3910 3326 2861 1847 1194 591 584
is_linear=0
shrinkage=0.1


Tree=5034
num_leaves=8
num_cat=0
split_feature=150 151 1 4 4 4 16
split_gain=1.42739e-05 5.48276e-05 3.77365e-05 5.97198e-05 5.49214e-05 3.87458e-05 4.83325e-05
threshold=0.084800000000000014 -0.03268999999999999 0.10398500000000001 -1.0000000180025095e-35 0.24280000000000004 -0.08422499999999998 0.13514000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=-0.022794999395619662 0.0078313359121267422 -0.022596746551579713 -0.002440658065153626 -0.023837631173575419 0.02522996165147702 0.014633778856306548 0.0065811817292743798
leaf_weight=0.0010848207587094765 0.0018954931945133367 0.0010036502775886789 0.0015606462729227961 0.0011711600315688856 0.0013274077493657657 0.0014794833061120656 0.0013070454561559658
leaf_count=363 458 496 298 578 320 1232 165
internal_value=0 -0.00172277 0.0011895 -0.00410062 0.0102773 0.00199809 -0.00609225
internal_weight=0 0.00893421 0.00784939 0.00496134 0.00288805 0.00379018 0.0023107
internal_count=3910 3452 3089 2471 618 1893 661
is_linear=0
shrinkage=0.1


Tree=5035
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 1 1 1
split_gain=9.42198e-05 3.60239e-05 0.00013831 5.58217e-05 0.000137732 9.23503e-05 7.3757e-05 0.000111645 8.40524e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.0089749999999999986 0.095575000000000007 0.11167500000000001 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -9
right_child=1 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.00057582700798318161 -0.00030858052105827251 -0.00033417681319064291 0.0007353403024614346 -0.00060193300690966731 0.00030610423528727054 0.00064278442208587382 0.00058179870208473162 -0.00039413643633967187 0.0003323574296260637
leaf_weight=0.0010311955239734423 0.0010229208430123796 0.0017676736391668488 0.0010984589614032739 0.001608636173542923 0.001069007791282919 0.0010073079683850777 0.0014468425576638993 0.0015147382308372777 0.0010276695984504801
leaf_count=627 151 852 152 659 641 155 223 212 238
internal_value=0 4.27303e-05 7.68244e-05 2.13321e-07 -0.000239413 9.50703e-05 -7.65048e-07 0.000146973 -0.00010048
internal_weight=0 0.0115633 0.0105403 0.00944188 0.00267764 0.00676423 0.00575692 0.00398925 0.00254241
internal_count=3910 3283 3132 2980 1300 1680 1525 673 450
is_linear=0
shrinkage=0.00196078


Tree=5036
num_leaves=9
num_cat=0
split_feature=0 4 43 3 15 3 47 48
split_gain=1.4576e-05 4.97993e-05 4.6797e-05 5.94856e-05 4.47317e-05 7.45503e-05 5.39178e-05 8.75606e-05
threshold=-0.017269999999999997 -0.48072499999999996 -0.079374999999999987 -0.08348499999999999 0.079360000000000014 -0.074234999999999982 0.09252500000000001 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 -7
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=0.00038775440420325862 -0.009619254126608856 0.019759306963406581 0.03048605489263025 -0.032532508795659443 -0.016075775029652243 0.021851088057853515 -0.019526391294166601 -0.0117515511930819
leaf_weight=0.00121621806745779 0.0010245162628404864 0.0013208506146282022 0.0010224474034485715 0.0010003620148348628 0.0010804487224019554 0.0017384660778186664 0.0010278718132554071 0.0013999125849998714
leaf_count=634 194 252 416 550 1089 398 169 208
internal_value=0 0.006926 -0.00198047 -0.0144694 0.00243525 0.00628982 0.00035178 0.00686222
internal_weight=0 0.00234537 0.00848573 0.00221658 0.00626915 0.0051887 0.00416625 0.00313838
internal_count=3910 446 3464 1184 2280 1191 775 606
is_linear=0
shrinkage=0.1


Tree=5037
num_leaves=9
num_cat=0
split_feature=14 52 133 160 13 2 4 15
split_gain=1.57304e-05 4.1725e-05 5.80462e-05 5.12135e-05 4.25248e-05 4.79086e-05 5.23287e-05 3.16329e-05
threshold=-1.0000000180025095e-35 0.11110500000000002 0.087485000000000021 0.087825000000000014 -0.09547499999999999 0.099990000000000009 -0.034289999999999994 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=-0.011887262550783746 0.021000997343724941 0.018276861903052971 -0.021374496439739061 -0.018786076514755043 -0.0087752112144533836 -0.017186320424090528 0.0041226243230025553 0.027180193911279474
leaf_weight=0.0010162930188995336 0.0013731232280199688 0.0012461436336900335 0.0012336278258005878 0.0010129130554904723 0.0014179124779973773 0.0011096685599748775 0.0012066988502325675 0.0011737269027582275
leaf_count=196 273 612 768 266 797 406 358 234
internal_value=0 0.0011847 -0.00131297 0.00208 0.00544492 0.00109276 0.00643292 0.0154917
internal_weight=0 0.00977381 0.00852767 0.00729404 0.00628113 0.00490801 0.00379834 0.00238043
internal_count=3910 3714 3102 2334 2068 1795 1389 592
is_linear=0
shrinkage=0.1


Tree=5038
num_leaves=9
num_cat=0
split_feature=11 49 2 52 133 12 0 0
split_gain=1.70894e-05 2.50852e-05 3.00763e-05 0.000117541 5.7098e-05 5.96324e-05 0.000108841 4.51977e-05
threshold=0.077330000000000024 0.093425000000000022 0.10946500000000002 0.086950000000000013 0.065880000000000008 0.092150000000000024 -0.12329499999999999 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=0.011671932012486735 -0.01236219908621556 0.015266965748631848 -0.0046354704194126002 -0.030707973904085091 0.02319534404150719 0.017217780933024843 -0.026597305678909874 0.024846759378958798
leaf_weight=0.0013209393719497721 0.0010190953220114854 0.001128501546914581 0.0010560505876159275 0.0013099176813273251 0.0010864819026786083 0.0011131817688986808 0.0016991412958527235 0.0010243962603795325
leaf_count=161 279 521 105 798 651 245 769 381
internal_value=0 0.00124809 -0.00058932 -0.00392543 0.00279576 -0.00256653 -0.0098589 0.00988136
internal_weight=0 0.00973861 0.00861011 0.00652966 0.00521974 0.00413326 0.00302008 0.00208045
internal_count=3910 3631 3110 2624 1826 1175 930 486
is_linear=0
shrinkage=0.1


Tree=5039
num_leaves=9
num_cat=0
split_feature=0 43 15 16 52 52 0 13
split_gain=1.50941e-05 3.96913e-05 5.5137e-05 4.16105e-05 6.6315e-05 4.64926e-05 6.53897e-05 3.86457e-05
threshold=-0.017269999999999997 -0.079374999999999987 -1.0000000180025095e-35 -0.19424999999999998 1.0000000180025095e-35 -0.062489999999999997 -0.15137999999999999 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -2
right_child=7 3 -4 4 -6 -7 -8 -9
leaf_value=-0.028225434736395046 -0.0075980274147037135 -0.011046727717949012 0.0035729498010907581 -0.0075678926363244442 0.027421635798480323 -0.016959636059463167 0.027119682705822008 0.0185104143059714
leaf_weight=0.0011827714612528825 0.0010050783787031272 0.0017392277226377798 0.0010117443335883331 0.0011901299674782484 0.0011886566343219528 0.0010956258293984326 0.0010001564347488535 0.0013005617537893987
leaf_count=856 113 354 328 78 891 578 379 333
internal_value=0 -0.00200414 -0.0135653 0.0020789 0.00718072 -0.00014129 0.00827159 0.00712918
internal_weight=0 0.00840831 0.00219452 0.0062138 0.00447457 0.00328591 0.00219029 0.00230564
internal_count=3910 3464 1184 2280 1926 1035 457 446
is_linear=0
shrinkage=0.1


Tree=5040
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 150 1 3
split_gain=0.000101856 5.39534e-05 0.000116485 6.65373e-05 0.000159594 0.000103543 0.000107483 9.45108e-05 6.2814e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.0089749999999999986 0.082965000000000025 0.10113500000000002 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00059167472342193416 -0.00037826476366501172 -0.00062790371939281959 0.00069319265754506519 -0.00062209349398393557 0.00034751438372411996 0.00069991779425725598 0.00044748356237595075 0.0002749785396498709 -0.00029107218997046592
leaf_weight=0.0010486174830530775 0.0010489564477517829 0.0011351546039855996 0.0010964452979228241 0.0016568113995375526 0.001076853382523231 0.0010143323618149146 0.0016389300397779572 0.001769676753220353 0.0013128677261802317
leaf_count=627 151 677 152 659 641 155 383 329 136
internal_value=0 4.61152e-05 8.77144e-05 1.85942e-05 -0.000240143 0.000121535 2.13622e-05 -0.000144222 3.38953e-05
internal_weight=0 0.01175 0.0107011 0.00960463 0.00273366 0.00687096 0.00585663 0.0042177 0.00308254
internal_count=3910 3283 3132 2980 1300 1680 1525 1142 465
is_linear=0
shrinkage=0.00196078


Tree=5041
num_leaves=11
num_cat=0
split_feature=484 4 0 15 42 15 51 2 151 49
split_gain=9.2052e-05 4.27333e-05 0.00010506 7.25806e-05 0.000194941 0.000151431 8.8222e-05 8.06427e-05 8.37426e-05 6.97724e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -0.0063699999999999989 -0.07742499999999998 0.099015000000000006 -0.0074049999999999993 0.0037600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -8 -9
right_child=1 2 -4 4 -6 -7 7 9 -10 -11
leaf_value=-0.0005581773318905582 -0.00033834461898148567 -0.00046342724551341589 0.00065554603554144101 -0.00064935656352743253 0.00043525373676429701 0.0008232892164673853 0.00029124553925357656 0.00075042020831452417 -0.00042984219825974222 4.363574114019665e-05
leaf_weight=0.0010717628099690063 0.0010359514145807424 0.0012421996462078288 0.0010905654993858685 0.0017547804369735837 0.0010002854351333725 0.0010077785404500562 0.0011025503737239152 0.0010941933696291468 0.0014124215592854485 0.0010545146075997818
leaf_count=627 151 367 152 693 607 126 221 302 451 213
internal_value=0 4.20038e-05 7.86254e-05 1.35527e-05 -0.000255566 0.000120795 9.21907e-07 0.000124604 -0.000113721 0.000403554
internal_weight=0 0.0117952 0.0107593 0.00966872 0.00275507 0.00691366 0.00590588 0.00466368 0.00251497 0.00214871
internal_count=3910 3283 3132 2980 1300 1680 1554 1187 672 515
is_linear=0
shrinkage=0.00196078


Tree=5042
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 1 1 1
split_gain=8.62023e-05 5.78956e-05 8.73144e-05 5.85437e-05 0.000155149 9.73483e-05 8.09143e-05 0.000111292 6.58474e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.08221500000000001 -0.0089749999999999986 0.095575000000000007 0.11167500000000001 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -9
right_child=1 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.00053466533767024282 -0.00040152779616469878 -0.00032158155879946632 0.00060945383882971232 -0.00056699933995123914 0.00039941668900873287 0.00068135409682057923 0.00060265333744149909 -0.00032631688630662661 0.00031876228497745656
leaf_weight=0.001086457163290957 0.0010294180603833839 0.0017945778968727327 0.0010968063092815011 0.0017565106724303265 0.001003582110640213 0.0010203589505251298 0.0014983673489215987 0.001536916688749296 0.0010069824220997324
leaf_count=627 151 852 152 678 622 155 223 212 238
internal_value=0 4.26282e-05 8.5303e-05 2.55261e-05 -0.000215606 0.000122584 2.49037e-05 0.000178727 -7.09674e-05
internal_weight=0 0.0117435 0.0107141 0.0096173 0.00276009 0.0068572 0.00583684 0.00404227 0.0025439
internal_count=3910 3283 3132 2980 1300 1680 1525 673 450
is_linear=0
shrinkage=0.00196078


Tree=5043
num_leaves=11
num_cat=0
split_feature=484 15 42 42 151 4 15 12 16 1
split_gain=0.000111844 3.55104e-05 0.000113888 8.19377e-05 6.88835e-05 9.46608e-05 0.000113673 0.000113568 5.34613e-05 1.09055e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 1.0000000180025095e-35 -0.0049699999999999996 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 -2 6 -6 -8 -5 -3
right_child=1 2 -4 8 5 -7 7 -9 -10 -11
leaf_value=-0.00061633026628507537 -0.00020280206192637936 -0.00025423334787199437 0.00040577316364761814 -0.00053552392025481418 -0.00019584221458261624 0.00083342545597669905 0.0008757236845016598 1.6502901740849863e-05 7.4313477090637766e-05 -0.00054235238069309279
leaf_weight=0.0010477361065783257 0.001154685855977982 0.0010054440934210125 0.0010161991294818148 0.0010254328996838497 0.0017160583224460572 0.0011135161812673945 0.0012424514630683652 0.001128732973401908 0.001198785023496571 0.0010149202481340071
leaf_count=627 254 517 618 446 402 234 152 138 306 216
internal_value=0 5.25714e-05 -0.000129658 0.000117067 0.000230425 0.000326611 0.000188537 0.000466717 -0.00020684 -0.000398969
internal_weight=0 0.0116162 0.00303656 0.00857966 0.00635544 0.00520076 0.00408724 0.00237118 0.00222422 0.00202036
internal_count=3910 3283 1351 1932 1180 926 692 290 752 733
is_linear=0
shrinkage=0.00196078


Tree=5044
num_leaves=9
num_cat=0
split_feature=150 151 151 52 2 13 3 15
split_gain=1.70285e-05 5.78181e-05 4.50297e-05 3.72956e-05 4.64433e-05 7.63724e-05 3.94396e-05 7.38746e-05
threshold=0.082085000000000019 -0.051109999999999996 -1.0000000180025095e-35 0.11401500000000002 0.093815000000000009 -0.0016149999999999999 -0.089974999999999986 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=-0.02087066055092129 0.025385252415493997 -0.0080335382487855406 -0.019998812833915892 -0.015845859818951608 0.029018107373363244 -0.004336338635260846 -0.017450690070817225 0.016434583781405918
leaf_weight=0.0011032311121237266 0.0010006216708836381 0.0010727043295654674 0.0010519654398295259 0.0011512885814528168 0.0014773478644657498 0.0012823569972417437 0.0010738436607686261 0.0016050428014645645
leaf_count=360 321 192 401 561 476 345 426 828
internal_value=0 0.00809493 -0.00198493 0.000741547 0.0036838 0.0135192 -0.00359145 0.00285152
internal_weight=0 0.00207333 0.00874508 0.00764185 0.00649056 0.0027597 0.00373085 0.00267889
internal_count=3910 513 3397 3037 2476 821 1655 1254
is_linear=0
shrinkage=0.1


Tree=5045
num_leaves=10
num_cat=0
split_feature=484 15 42 42 151 4 15 4 16
split_gain=0.0001191 5.11891e-05 0.000100194 8.69537e-05 8.68783e-05 8.53866e-05 9.74686e-05 0.000137398 7.14518e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 0.083970000000000017 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 -0.23071499999999998 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -8 -5
right_child=1 2 -4 8 5 -7 7 -9 -10
leaf_value=-0.00063555826656269666 -0.00023980910567459227 -0.00042836054966626934 0.00033078403734307778 -0.00058618225642393491 -0.00013363579482284193 0.00084523657560409951 5.4787125284482742e-05 0.00099651900198645046 0.00012359828160015307
leaf_weight=0.0010509853539991806 0.0011502156312827826 0.0019479838326551702 0.0010175989511425514 0.0010162079937889425 0.0016950856541997918 0.0010841275132572178 0.0013183196084504689 0.0010865822906485291 0.0011766810363146325
leaf_count=627 254 730 621 446 402 234 168 122 306
internal_value=0 5.4028e-05 -0.000167871 0.0001312 0.0002477 0.000355865 0.000226465 0.00048028 -0.000205322
internal_weight=0 0.0114928 0.00296558 0.00852722 0.00633433 0.00518412 0.00409999 0.0024049 0.00219289
internal_count=3910 3283 1351 1932 1180 926 692 290 752
is_linear=0
shrinkage=0.00196078


Tree=5046
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 15 47 16 0 15
split_gain=6.34227e-05 5.36445e-05 0.000120278 8.21432e-05 7.59139e-05 0.000135893 7.1077e-05 6.09052e-05 4.61411e-05 1.94667e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.11603500000000001 -0.10808 -0.083674999999999986 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 -5 -3 -9
right_child=1 2 -4 4 -6 -7 -8 9 -10 -11
leaf_value=-0.00047362650843435852 -0.00040193114173150903 -0.00063868631263805679 0.00069851538170923066 0.00047336215127380112 -0.00032426818941652517 0.00083827668995372804 -0.00038763322799154114 0.00016630144656283022 -6.4004357981453026e-05 -0.00020789078345555097
leaf_weight=0.001041648578625925 0.0010000732522743314 0.0010102679654794913 0.0010628798386186711 0.0016165341998662982 0.0013067099790317954 0.0010479601688335146 0.0010659128832732961 0.0010153449740999251 0.0011469787832361718 0.0011287219022373884
leaf_count=627 151 793 152 335 445 171 122 164 737 213
internal_value=0 3.18209e-05 7.35257e-05 2.39071e-06 0.000103184 0.000198266 5.93027e-05 0.000185983 -0.000333136 -3.06882e-05
internal_weight=0 0.0114014 0.0104013 0.00933843 0.00718118 0.00587447 0.00482651 0.0037606 0.00215725 0.00214407
internal_count=3910 3283 3132 2980 1450 1005 834 712 1530 377
is_linear=0
shrinkage=0.00196078


Tree=5047
num_leaves=8
num_cat=0
split_feature=12 2 1 16 2 16 0
split_gain=1.61542e-05 5.76616e-05 5.24752e-05 4.4603e-05 0.000116993 4.39581e-05 4.16437e-05
threshold=0.051320000000000005 0.083795000000000022 0.088010000000000019 -0.083564999999999987 0.086130000000000012 -0.094359999999999986 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -4 -2
right_child=3 2 5 4 -6 -7 -8
leaf_value=0.021986825522532758 -0.0052786389065176131 -0.020388603853484566 -0.0089231444386400002 -0.037664630844444741 0.0033378805384760932 0.01513472902354082 0.021706981931473229
leaf_weight=0.0013167778318190389 0.0013293612164201607 0.0011331747528757477 0.001335184102450974 0.0011187563605957467 0.0018410597417757154 0.0017614758839507422 0.0010035540144178218
leaf_count=265 457 226 238 798 1138 322 466
internal_value=0 0.00371278 -0.00197607 -0.00401029 -0.0121603 0.00476172 0.00632981
internal_weight=0 0.00554661 0.00422983 0.00529273 0.00295982 0.00309666 0.00233292
internal_count=3910 1051 786 2859 1936 560 923
is_linear=0
shrinkage=0.1


Tree=5048
num_leaves=11
num_cat=0
split_feature=484 15 42 124 42 151 1 16 3 0
split_gain=0.000116141 5.33883e-05 0.000120557 7.51924e-05 9.17e-05 0.000118355 8.64e-05 8.78275e-05 7.47492e-05 6.14866e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.044604999999999992 0.095575000000000007 0.0054700000000000009 0.11265500000000002 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 -8 -6
right_child=1 2 -4 4 9 6 8 -9 -10 -11
leaf_value=-0.00063873694285004141 -0.00036116197360214572 -0.00046366447313326528 0.00036994188082252927 -0.00027643406545585096 -0.00049954612630741637 -0.00018443100560982316 0.0011077695918131115 0.00060479859488998182 0.00039224499407059356 0.00017707961783267366
leaf_weight=0.0010385590407136465 0.0010732826593894476 0.0019641440383019555 0.00100998884677647 0.0010155826953142846 0.0010230197215712138 0.0011512160769061933 0.0010782400250294857 0.0010245760456207113 0.0011708889761846732 0.0010425583713668282
leaf_count=627 280 733 618 190 464 293 199 162 144 200
internal_value=0 4.58036e-05 -0.000180579 0.000124282 0.000193695 0.000327234 0.000465784 0.000187216 0.00073527 -0.000158033
internal_weight=0 0.0115535 0.00297413 0.00857936 0.00750608 0.0054405 0.00442492 0.00217579 0.00224913 0.00206558
internal_count=3910 3283 1351 1932 1652 988 798 455 343 664
is_linear=0
shrinkage=0.00196078


Tree=5049
num_leaves=8
num_cat=0
split_feature=50 4 12 4 0 12 52
split_gain=1.68712e-05 3.46735e-05 3.34011e-05 4.50866e-05 7.84291e-05 8.94592e-05 6.2628e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 -0.23071499999999998 -0.06402999999999999 0.086935000000000012 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.018093894306792938 -0.011972909378524561 0.016714655612381241 -0.014212170407098022 -0.0048970467467637068 0.027943926075692502 -0.021151863112986963 0.022626437201097725
leaf_weight=0.0010129965571811506 0.0010718298998928571 0.0012615089969660797 0.0015058567822012108 0.0016971949232244946 0.0012051067241950625 0.0014677840965894038 0.001611910544285083
leaf_count=270 689 396 222 398 256 1226 453
internal_value=0 0.00124404 -0.00105177 0.00125378 0.00514704 -0.000604121 0.00851002
internal_weight=0 0.00976236 0.00850085 0.00748785 0.005982 0.00477689 0.00330911
internal_count=3910 3221 2825 2555 2333 2077 851
is_linear=0
shrinkage=0.1


Tree=5050
num_leaves=9
num_cat=0
split_feature=43 12 12 457 13 15 0 3
split_gain=1.68486e-05 3.8906e-05 4.60999e-05 3.30504e-05 4.16455e-05 6.18652e-05 3.53379e-05 3.42925e-05
threshold=-0.053009999999999995 0.051320000000000005 0.093125000000000013 0.041935000000000007 -0.09547499999999999 -1.0000000180025095e-35 -0.084304999999999977 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 -2 -6
right_child=3 2 -4 -5 5 -7 -8 -9
leaf_value=0.019669717897234217 -0.0081756290283739874 -0.016593710740153991 0.010176609328359381 0.011477485235470661 0.010732503479423396 -0.028593111333760503 0.017963668358496471 -0.014730252778339031
leaf_weight=0.00125897228757805 0.0010258739024772831 0.0011594165899288904 0.0014449724858702404 0.0012842177512525001 0.001068355748510458 0.0014675618926161091 0.0010430432212154232 0.0010475236727774534
leaf_count=371 258 927 500 177 402 1081 104 90
internal_value=0 0.00523625 -0.00174095 -0.00300393 -0.00629412 -0.0128163 0.00500248 -0.00187353
internal_weight=0 0.00386336 0.00260439 0.00693658 0.00565236 0.00358344 0.00206892 0.00211588
internal_count=3910 1798 1427 2112 1935 1573 362 492
is_linear=0
shrinkage=0.1


Tree=5051
num_leaves=9
num_cat=0
split_feature=11 160 52 52 42 43 13 49
split_gain=1.47839e-05 2.45146e-05 4.82138e-05 4.11806e-05 4.51988e-05 7.18899e-05 4.37408e-05 5.77542e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 -0.048794999999999991 0.10433000000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.09547499999999999 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7 -8
right_child=-2 3 -4 -5 5 6 7 -9
leaf_value=0.0074239003279717719 -0.011485444658763506 -0.015414872699531859 -0.022788013356395204 0.021504778863104895 0.024825622289713651 0.012248358633552808 0.0075469378094283656 -0.023632296926740334
leaf_weight=0.0010103347756591401 0.0010234338458781833 0.0013674796092623641 0.0011069553404093766 0.0011197437041721445 0.0013532289688941829 0.001370519635260681 0.0010489560659122149 0.0013700199428168024
leaf_count=279 279 796 878 244 502 225 100 607
internal_value=0 0.0011487 -0.0083714 0.00379051 0.000743683 0.00504034 -0.00202499 -0.0101118
internal_weight=0 0.00974724 0.00211729 0.00762995 0.0065102 0.00514272 0.0037895 0.00241898
internal_count=3910 3631 1157 2474 2230 1434 932 707
is_linear=0
shrinkage=0.1


Tree=5052
num_leaves=8
num_cat=0
split_feature=12 156 42 160 43 2 2
split_gain=1.5437e-05 3.30443e-05 3.03924e-05 4.77495e-05 6.05382e-05 8.62729e-05 6.81221e-05
threshold=0.10852500000000001 0.084090000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.10869000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.0099108454293756962 -0.011626932800087831 -0.01493981455883054 -0.011623834112621773 0.025831560845987207 -0.018390335667146287 0.029807361850360606 -0.0009407327392671913
leaf_weight=0.0014463066818412194 0.0010397084296763131 0.00112245505153099 0.0012660651060720307 0.0016790213823121309 0.001270575865778569 0.0013054677728404629 0.0016080797159896435
leaf_count=856 319 524 687 506 478 289 251
internal_value=0 0.00119461 0.00330645 0.00598785 0.00979086 0.00335398 0.0128365
internal_weight=0 0.00969797 0.00857552 0.00712921 0.00586314 0.00418412 0.00291355
internal_count=3910 3591 3067 2211 1524 1018 540
is_linear=0
shrinkage=0.1


Tree=5053
num_leaves=9
num_cat=0
split_feature=1 3 3 52 1 12 15 16
split_gain=1.64315e-05 5.88744e-05 5.47776e-05 3.77829e-05 7.47466e-05 3.44535e-05 3.82802e-05 1.06732e-05
threshold=0.088010000000000019 -0.115685 -0.069909999999999986 -0.072349999999999984 0.096035000000000023 0.090840000000000018 -0.106555 0.022165000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -4
right_child=3 2 7 4 5 -7 -8 -9
leaf_value=0.015360624851504022 -0.0088294052655220612 -0.027130282825823294 0.0061957234579841777 0.0303191574148413 0.02156239399005682 -0.014837374947037669 -0.0044990916613452175 -0.0082675752591423058
leaf_weight=0.0011042671852802303 0.0018249515969230076 0.0013197845041068019 0.001027305831870955 0.0011408651786087489 0.0010381620580600182 0.0010032527017995495 0.0012329747585984848 0.0010136675422743884
leaf_count=200 490 1694 294 352 294 246 203 137
internal_value=0 -0.00467177 -0.0112539 0.0032738 0.0082764 0.00059625 0.00741391 -0.000987602
internal_weight=0 0.00446503 0.00336076 0.00624021 0.00441525 0.00327439 0.00227114 0.00204097
internal_count=3910 2325 2125 1585 1095 743 497 431
is_linear=0
shrinkage=0.1


Tree=5054
num_leaves=9
num_cat=0
split_feature=484 1375 1 42 3 1 15 52
split_gain=7.26254e-05 4.91384e-05 4.33113e-05 7.31647e-05 5.69324e-05 4.44861e-05 0.000174917 7.01025e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.100615 0.095575000000000007 -0.0058549999999999991 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.00050218679361063875 -0.00035363824107322104 0.0003954028968347158 0.00040943334705951422 -0.00041500693447766467 -0.00077567359975807724 0.00025275891446111215 0.0004199639163627039 -0.00021002270549309106
leaf_weight=0.001037476112810176 0.0011018280219021919 0.001921555728208426 0.0013496702608427344 0.0012131447615279798 0.0011012419347770485 0.0018831087887772333 0.0015743449016503907 0.0011942257877796151
leaf_count=627 146 378 304 601 598 354 374 528
internal_value=0 3.98089e-05 8.21552e-05 3.24549e-05 0.000103188 5.58356e-06 -0.000114696 0.000148219
internal_weight=0 0.0113391 0.0102373 0.00888762 0.00767448 0.00575292 0.00386981 0.00276857
internal_count=3910 3283 3137 2833 2232 1854 1500 902
is_linear=0
shrinkage=0.00196078


Tree=5055
num_leaves=10
num_cat=0
split_feature=484 4 0 1 1 151 4 0 1
split_gain=0.000107546 5.09576e-05 9.63334e-05 6.90576e-05 5.24708e-05 5.53619e-05 7.18203e-05 4.94034e-05 4.92234e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.09112000000000002 -0.0060399999999999994 0.24280000000000004 -0.083674999999999986 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 8 -3 -7
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.0006158395800900066 -0.00037198204951180121 -0.00060377627181441591 0.00064715934394680963 0.00040660565007025488 -0.00031639971762891412 0.00025545757984288557 0.00048518434536486832 -9.1168093134529364e-06 -0.00029261481057813208
leaf_weight=0.0010345527754445751 0.0010290643472875742 0.0010034950090005402 0.0010548014217038994 0.0017781703808011423 0.0014061220026123991 0.0010926704412466248 0.0014469556157435141 0.001155764807989231 0.0014879662375114344
leaf_count=627 151 793 152 403 259 319 313 737 156
internal_value=0 4.42859e-05 8.53725e-05 2.21386e-05 0.00011424 1.85644e-05 0.000135508 -0.000285479 -6.05548e-05
internal_weight=0 0.011455 0.0104259 0.00937114 0.00721188 0.00543371 0.00402759 0.00215926 0.00258064
internal_count=3910 3283 3132 2980 1450 1047 788 1530 475
is_linear=0
shrinkage=0.00196078


Tree=5056
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 15 1 2 16 42
split_gain=0.000118702 5.5399e-05 0.000175453 7.67334e-05 4.94516e-05 0.000122211 8.50911e-05 0.000144043 8.91806e-05 4.79914e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.11167500000000001 0.089910000000000004 -0.072359999999999994 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 7 -5 -8 -3
right_child=1 2 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.0006341736828340375 -0.00038982992573877173 -0.00056958619533282616 0.00081147813509983011 -0.00021393899531327399 -0.00024314174536228976 0.00075750591829183418 0.00013503433102323063 0.00071822496167292863 -0.00060489192013962853 6.8366096684176692e-07
leaf_weight=0.0011002738550296336 0.0010584904477286454 0.0012839291709091771 0.0011306154834725387 0.001181393035256871 0.0013877305268922592 0.001104588381905483 0.0013093392270024816 0.0013839397960339443 0.0012004190772726309 0.0010165935160052165
leaf_count=627 151 799 152 223 445 171 300 162 149 731
internal_value=0 3.86047e-05 7.98369e-05 -3.99073e-06 9.13434e-05 0.000166457 3.78153e-05 0.000288943 -0.000218873 -0.000317586
internal_weight=0 0.012057 0.0109985 0.00986793 0.00756741 0.00617968 0.00507509 0.00256533 0.00250976 0.00230052
internal_count=3910 3283 3132 2980 1450 1005 834 385 449 1530
is_linear=0
shrinkage=0.00196078


Tree=5057
num_leaves=9
num_cat=0
split_feature=13 16 133 12 49 4 1 16
split_gain=1.59261e-05 4.36831e-05 5.48169e-05 4.09287e-05 3.36994e-05 3.37604e-05 2.40086e-05 1.51997e-05
threshold=0.043015000000000005 0.15100500000000003 0.083815000000000014 0.088375000000000023 -0.006494999999999999 0.055260000000000011 0.089075000000000015 0.025915000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -2
right_child=7 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.010754207503638862 -0.0011643331481518144 -0.015638333527337775 0.021953554452581993 -0.020435033906128955 0.0046083947138338228 -0.0065429336395060878 0.026082053699821035 0.015827808175540779
leaf_weight=0.0014849187419053488 0.0010060911314750719 0.0018394084081732208 0.0011198382985962863 0.0010166053414800867 0.0010769389616622151 0.0011188283166293331 0.0010079876978993183 0.0011041742719332497
leaf_count=271 369 465 1014 653 558 231 134 215
internal_value=0 -0.00196103 0.00172508 -0.00224539 0.00169852 0.00747027 0.0149901 0.00772663
internal_weight=0 0.00866453 0.00682512 0.00570528 0.00468867 0.00320375 0.00208493 0.00211027
internal_count=3910 3326 2861 1847 1194 923 692 584
is_linear=0
shrinkage=0.1


Tree=5058
num_leaves=8
num_cat=0
split_feature=4 42 0 4 4 49 52
split_gain=1.5815e-05 2.74865e-05 4.1586e-05 6.70743e-05 5.8324e-05 4.21846e-05 1.90116e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 0.080255000000000007 0.0057500000000000008 -0.0019649999999999997 0.0033900000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.020302350889955884 0.0092872393374216922 -0.015928974713154249 0.013399437669222768 -0.025032033778772163 0.01885177031792195 -0.0058123043659340555 0.012275470917672587
leaf_weight=0.0012226241117111515 0.0015501695745352559 0.0011731097269580106 0.0018964917496480322 0.0011744644445825419 0.0013981851522905696 0.0012456097607291055 0.0010892475098912813
leaf_count=467 441 711 288 213 265 750 775
internal_value=0 -0.00163118 0.000458471 -0.0035451 0.00154718 -0.00525399 0.00262593
internal_weight=0 0.00919973 0.00802662 0.00613013 0.00495567 0.00355748 0.00233486
internal_count=3910 3469 2758 2470 2257 1992 1525
is_linear=0
shrinkage=0.1


Tree=5059
num_leaves=10
num_cat=0
split_feature=484 48 4 13 48 42 15 0 1
split_gain=0.000220618 5.77127e-05 0.000124504 6.20197e-05 9.12528e-05 6.77206e-05 9.99363e-05 0.00012292 4.74092e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.13934999999999997 0.016865000000000002 0.084100000000000022 0.024640000000000006 -0.10131499999999999 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.00089366335343726031 -0.00031055475815064187 -0.00038560298160561691 0.00068789487985121531 0.00088656922876238786 0.00046824249083142689 -0.00059953320695076617 -0.00028303499122566664 4.3288523059864015e-06 -1.494058630279083e-05
leaf_weight=0.0010019638978277191 0.0016931280093670153 0.001004612870245297 0.001249961629851048 0.0010397814009993917 0.0019756511878298638 0.0010337840962444649 0.0013995271701517757 0.0014593033476419321 0.0011017985856981525
leaf_count=612 174 137 368 117 417 680 648 437 320
internal_value=0 6.41876e-05 0.000105443 3.04098e-05 0.000102483 -1.72698e-05 0.000136469 0.000371398 -0.000297928
internal_weight=0 0.0119575 0.0109529 0.00970297 0.00800985 0.00603419 0.00389861 0.00249908 0.00213558
internal_count=3910 3298 3161 2793 2619 2202 1202 554 1000
is_linear=0
shrinkage=0.00196078


Tree=5060
num_leaves=8
num_cat=0
split_feature=14 15 15 15 3 13 12
split_gain=1.65707e-05 4.62841e-05 2.15073e-05 3.41829e-05 5.06382e-05 4.56441e-05 3.28226e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.07142999999999998 -0.021529999999999997 0.10666500000000002 -0.028919999999999998 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.012131569997621359 0.017002953436874687 -0.011559062152639847 0.016922668542269422 -0.022672726114237884 0.013631025943795597 -0.010316082235916455 0.01299726568721302
leaf_weight=0.001028446672783504 0.0015594841482720776 0.0017683728221187982 0.0011022132156654077 0.0014161413680317267 0.0014325076264888959 0.001381879197471209 0.0010726640629092391
leaf_count=196 505 710 403 1072 107 330 587
internal_value=0 0.00121566 -0.00179641 0.000898815 -0.00243158 -0.00837621 -0.000127877
internal_weight=0 0.00973326 0.00817378 0.00640541 0.00530319 0.00387068 0.00245454
internal_count=3910 3714 3209 2499 2096 1989 917
is_linear=0
shrinkage=0.1


Tree=5061
num_leaves=8
num_cat=0
split_feature=49 42 52 0 16 1 4
split_gain=1.64898e-05 4.97869e-05 3.91202e-05 4.07775e-05 6.40314e-05 7.98848e-05 3.20653e-05
threshold=-0.047894999999999993 0.091955000000000023 -0.074484999999999982 -0.15137999999999999 -0.055679999999999993 0.090355000000000005 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0053517634292612332 -0.012287484107425332 -0.021679270146979193 0.01987804032384366 -0.0073376237393336166 -0.013438294311821225 0.030437119229075354 0.017999403519834686
leaf_weight=0.0010844196308588878 0.0017152152692648309 0.0011281718959496876 0.0013816434386940439 0.001122384927254421 0.0019046385319954444 0.0011169727364098536 0.001284737254965715
leaf_count=300 688 764 187 946 556 264 205
internal_value=0 -0.00213914 0.000905333 0.00500052 4.02271e-05 0.0115041 0.00731102
internal_weight=0 0.00836903 0.00724085 0.00552564 0.004144 0.00223936 0.00236916
internal_count=3910 3405 2641 1953 1766 1210 505
is_linear=0
shrinkage=0.1


Tree=5062
num_leaves=10
num_cat=0
split_feature=484 133 484 16 16 151 1 15 0
split_gain=0.00011469 3.78388e-05 5.90247e-05 5.97104e-05 8.35166e-05 8.07903e-05 8.94258e-05 7.50649e-05 3.43003e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 -0.014099999999999998 0.10994000000000002 -0.0088999999999999982 0.10113500000000002 -1.0000000180025095e-35 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -6 -7
right_child=1 -3 -4 4 7 6 -8 -9 -10
leaf_value=-0.00063390047956055854 -0.00041837410008440594 -0.00029929210323524153 -0.00035437616597227276 0.00075036524850699961 0.00048469981140298316 -0.00032642492362236865 0.00047772951416519955 -0.00020409198107503238 0.00014429110246026594
leaf_weight=0.0010180525138630053 0.0012898844956138328 0.001058589485950146 0.0010311048421748218 0.0012305236109023494 0.0011609309131399392 0.0012600532791080875 0.0017673462970353771 0.0012778953148133644 0.0011279291961744783
leaf_count=627 222 516 327 432 243 584 284 204 471
internal_value=0 5.34714e-05 9.02784e-05 0.000140581 0.000333911 1.0302e-05 0.00014337 0.000123787 -0.000104089
internal_weight=0 0.0112043 0.0101457 0.00911456 0.00366935 0.00544521 0.00415533 0.00243883 0.00238798
internal_count=3910 3283 2767 2440 879 1561 1339 447 1055
is_linear=0
shrinkage=0.00196078


Tree=5063
num_leaves=11
num_cat=0
split_feature=484 133 484 43 42 0 13 16 52 2
split_gain=0.00011914 4.41632e-05 4.63366e-05 6.25017e-05 0.0001174 8.09761e-05 7.82985e-05 0.000125473 8.36197e-05 5.26472e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 -0.074254999999999988 -1.0000000180025095e-35 -0.070894999999999986 -0.0041499999999999983 -0.15595499999999998 -0.0058499999999999993 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 9 -8 -9 -5
right_child=1 -3 -4 6 5 -7 7 8 -10 -11
leaf_value=-0.00065438116619181942 -0.00019618706270993738 -0.00033023342857037497 -0.00030548778667861636 -0.00061079424856351689 0.00026259022196451008 0.0010017651096345876 -0.00039715187363722251 9.2701270008836882e-05 0.00080154442700645717 -4.3544940279565111e-06
leaf_weight=0.0010079120794290767 0.0010524900224370723 0.0010670566657509971 0.0010289706695687214 0.0010061151329940393 0.0012698884771466111 0.0010335564552586812 0.0010075347398640594 0.001389976299656377 0.0011855833190711847 0.0012150438199735752
leaf_count=627 227 516 327 665 436 195 128 242 199 348
internal_value=0 4.92906e-05 8.90362e-05 0.000133353 0.000346358 0.000594258 1.0197e-05 0.000189503 0.000418996 -0.000279053
internal_weight=0 0.0112562 0.0101892 0.00916019 0.00335593 0.00230344 0.00580425 0.00358309 0.00257556 0.00222116
internal_count=3910 3283 2767 2440 858 631 1582 569 441 1013
is_linear=0
shrinkage=0.00196078


Tree=5064
num_leaves=11
num_cat=0
split_feature=484 4 0 12 15 15 12 43 0 15
split_gain=9.53449e-05 5.10903e-05 0.000106047 5.7131e-05 7.90293e-05 0.000168554 0.000132386 7.05177e-05 9.50513e-05 6.65024e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 1.0000000180025095e-35 -0.017214999999999998 0.086865000000000012 -0.078644999999999979 -0.10462499999999998 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 -5 9 -9
right_child=1 2 -4 4 6 -7 -8 8 -10 -11
leaf_value=-0.00057694406074404426 -0.00037986753891438733 -0.00042635955768599386 0.0006723469964652753 -0.00041345316743523401 -0.00076521630475388151 0.0009273729926787738 0.00013880895435801373 0.00029747430701779448 0.00062926518731272799 -0.00033903656103553847
leaf_weight=0.0010542219882139657 0.0010181814244416771 0.001009750173388166 0.0010463833064441258 0.0010253799028878741 0.0010235434160755603 0.0010006700321722288 0.0015906134432973722 0.0011704543837189575 0.0011723311768442458 0.0013694628788519815
leaf_count=627 151 423 152 406 372 216 912 118 394 139
internal_value=0 3.93321e-05 8.03387e-05 1.41718e-05 6.74288e-05 0.000196162 -0.000215152 4.17177e-05 0.000167443 -4.57172e-05
internal_weight=0 0.0114268 0.0104086 0.00936221 0.00835246 0.0057383 0.00261416 0.00473763 0.00371225 0.00253992
internal_count=3910 3283 3132 2980 2557 1273 1284 1057 651 257
is_linear=0
shrinkage=0.00196078


Tree=5065
num_leaves=11
num_cat=0
split_feature=484 159 150 124 1 1 3 133 3 3
split_gain=0.000130555 4.41284e-05 7.31197e-05 8.81601e-05 9.55996e-05 0.000134484 9.41211e-05 6.78231e-05 0.000141601 1.97676e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.090695000000000012 -0.018779999999999995 0.12864500000000004 0.096035000000000023 0.084925000000000014 1.0000000180025095e-35 -0.089604999999999976 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -7
right_child=1 -3 -4 4 -6 9 -8 -9 -10 -11
leaf_value=-0.00066766670312130784 -0.000472437916294943 0.00035589889955487948 -0.00042691519215605245 0.00073279181907748021 0.00069492012274170094 -0.00015985947246631728 0.00072145626911294101 -0.00034673023516403138 -0.00024950592268534633 -0.00053901823101672522
leaf_weight=0.0010491684649130634 0.0010117855425792951 0.001609981132051983 0.0013034116419020038 0.0011861958299889657 0.0010435368840481319 0.0010479166310267407 0.001189791734738127 0.001004306853633207 0.0010760085268674779 0.001066874051749005
leaf_count=627 180 522 282 241 145 209 74 704 760 166
internal_value=0 5.47715e-05 5.94794e-06 7.13516e-05 0.000143607 5.60545e-05 0.000249293 7.7312e-05 0.000265566 -0.000351138
internal_weight=0 0.0115398 0.00992983 0.00862642 0.00761463 0.00657109 0.0044563 0.00326651 0.0022622 0.00211479
internal_count=3910 3283 2761 2479 2299 2154 1779 1705 1001 375
is_linear=0
shrinkage=0.00196078


Tree=5066
num_leaves=9
num_cat=0
split_feature=50 484 1 12 15 3 43 0
split_gain=1.54158e-05 3.58061e-05 3.78227e-05 5.17951e-05 7.60814e-05 7.77423e-05 9.90161e-05 4.56896e-05
threshold=0.088425000000000017 0.084225000000000008 0.12864500000000004 0.10129000000000001 -0.095799999999999982 0.096385000000000012 -0.083899999999999988 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.017561968232258838 -0.011479310446366756 0.01707891152689826 0.016810783687834906 -0.024193641685664555 0.020906292253032949 0.030453921212824926 -0.028619998159267419 0.00015167290116112602
leaf_weight=0.0018193371082761388 0.0010674236913599108 0.0012367092516267107 0.0010325776650333164 0.0010504550956488426 0.0013467385221617532 0.0010531050173187145 0.0010489616410715775 0.0011648401006331432
leaf_count=414 689 419 234 324 404 149 588 689
internal_value=0 0.0011788 -0.00113024 -0.00360578 -0.00024394 0.00658522 -0.000474449 -0.0134812
internal_weight=0 0.00975272 0.00851602 0.00748344 0.00643298 0.00461365 0.00356054 0.0022138
internal_count=3910 3221 2802 2568 2244 1830 1681 1277
is_linear=0
shrinkage=0.1


Tree=5067
num_leaves=9
num_cat=0
split_feature=47 4 1 1 0 3 15 52
split_gain=1.55663e-05 4.88642e-05 5.51117e-05 5.61568e-05 3.79508e-05 0.000125922 4.30471e-05 5.86781e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.095575000000000007 -0.084304999999999977 0.084925000000000014 0.041585000000000004 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.038728173907199459 -0.011277611685781584 0.015311194835743636 -0.023037819766583138 0.021518128768356737 -0.020605353140263238 0.0098260306915595435 0.019022756060555559 0.012307147776236649
leaf_weight=0.0010266677063128175 0.0011102331774616855 0.0019626517452689804 0.0011045275707411584 0.0011183762824511492 0.0011248722708739334 0.0011133709527089974 0.0011728499729308007 0.0010448571717273174
leaf_count=1142 179 512 203 381 474 95 818 106
internal_value=0 0.00122471 -0.00236322 0.00109621 -0.00306957 -0.0134675 0.00358755 -0.00475597
internal_weight=0 0.00966817 0.00770552 0.00660099 0.00548262 0.00214004 0.00334258 0.00216973
internal_count=3910 3731 3219 3016 2635 1237 1398 580
is_linear=0
shrinkage=0.1


Tree=5068
num_leaves=10
num_cat=0
split_feature=484 133 484 16 16 15 151 1 13
split_gain=0.000122274 4.83801e-05 6.33859e-05 6.3827e-05 9.14706e-05 8.48324e-05 7.6316e-05 8.20991e-05 3.13101e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 -0.014099999999999998 0.10994000000000002 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00065948453948379792 -0.00040892340739776862 -0.00034597379528767688 -0.00037499498185313994 0.00077369626162175642 0.00050559707770123205 -0.00022300127701012462 -0.00035079427764675008 0.00045212515476796223 9.951234604227794e-05
leaf_weight=0.0010173520106784547 0.0012878712893387026 0.0010723452659898826 0.0010080582181254674 0.0012492990347222612 0.0011681267261385792 0.0012960819140048312 0.0010699425081468279 0.0018082177444524805 0.0013335535482862921
leaf_count=627 222 516 327 432 243 204 817 284 238
internal_value=0 5.02419e-05 9.18106e-05 0.000142887 0.000341497 0.000122381 8.778e-06 0.000136504 -0.000100947
internal_weight=0 0.0112935 0.0102212 0.00921309 0.00371351 0.00246421 0.00549959 0.00421171 0.0024035
internal_count=3910 3283 2767 2440 879 447 1561 1339 1055
is_linear=0
shrinkage=0.00196078


Tree=5069
num_leaves=10
num_cat=0
split_feature=484 4 0 0 0 1 49 1 4
split_gain=9.51894e-05 3.72251e-05 9.0176e-05 5.26165e-05 6.56863e-05 4.27158e-05 6.03787e-05 7.42726e-05 7.23193e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.053834999999999994 -0.074249999999999997 1.0000000180025095e-35 -0.047309999999999998 0.090475000000000014 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -9
right_child=1 2 -4 -5 -6 6 7 8 -10
leaf_value=-0.00058745035514556139 -0.00031696032726612796 -0.00028641155630797118 0.00062806258470499826 -0.00036358548695950899 0.00053364274845121168 0.00042850531746623459 0.00040242888948535687 -0.00053449218266697575 8.3756815251090556e-05
leaf_weight=0.0010027171075292817 0.0010058884750202461 0.0015072366512232241 0.0010317305416463448 0.0012139738633930629 0.001041984147843975 0.0014554138523289227 0.0010773770497109498 0.0013431284406861673 0.0015868356722356515
leaf_count=627 151 1252 152 292 414 203 290 300 229
internal_value=0 4.30037e-05 7.83025e-05 1.68233e-05 7.44628e-05 5.81735e-06 8.64467e-05 -3.77846e-05 -0.000199655
internal_weight=0 0.0112636 0.0102577 0.00922595 0.00801198 0.00696999 0.00546276 0.00400734 0.00292996
internal_count=3910 3283 3132 2980 2688 2274 1022 819 529
is_linear=0
shrinkage=0.00196078


Tree=5070
num_leaves=10
num_cat=0
split_feature=484 1375 4 0 4 52 15 2 3
split_gain=0.000111659 3.54121e-05 3.84909e-05 7.07753e-05 3.78864e-05 7.84965e-05 5.65171e-05 5.18227e-05 6.43708e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 -0.034289999999999994 0.071660000000000015 -0.017214999999999998 0.096540000000000015 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6
right_child=1 2 3 -5 6 -7 -8 -9 -10
leaf_value=-0.00063168651699856983 -0.00029208784203180426 -0.00027597821038222018 -0.00047335023320396426 0.0005776816464457637 0.00018318438116148324 0.00025655046340911834 0.00048024967468435702 0.00026741789954886638 -0.0004733338780004281
leaf_weight=0.0010247532280489241 0.0010856727182788862 0.0010443888271558675 0.0013026629167973418 0.0011430596102894241 0.0010697416806153223 0.0010023666791604995 0.0014233990639387767 0.0019091861755158876 0.0012394926945205153
leaf_count=627 146 167 603 200 316 771 259 577 244
internal_value=0 4.4468e-05 8.05227e-05 0.000121483 5.58643e-05 -0.000155945 0.000142402 2.84032e-05 -0.000169205
internal_weight=0 0.01122 0.0101343 0.00908991 0.00794685 0.00230503 0.00564182 0.00421842 0.00230923
internal_count=3910 3283 3137 2970 2770 1374 1396 1137 560
is_linear=0
shrinkage=0.00196078


Tree=5071
num_leaves=9
num_cat=0
split_feature=484 133 15 42 151 42 4 15
split_gain=0.000105699 7.02604e-05 5.53746e-05 0.00014582 6.056e-05 7.91332e-05 8.1172e-05 0.00012213
threshold=-1.0000000180025095e-35 0.10064500000000001 1.0000000180025095e-35 0.060615000000000009 -0.044604999999999992 0.08221500000000001 0.25367000000000006 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00061085700497286698 -0.00016558152453244896 -0.00042870285274015842 -0.00054230271807690982 0.00039846919186660012 -0.00014779402561163808 -0.00010854225630566962 0.00085509517660340545 0.00058288239437910094
leaf_weight=0.0010354244190279157 0.0016073709755554527 0.0010993959883629075 0.0015388501454056049 0.0010766102555005966 0.0016285515051014093 0.0016464367007059917 0.0011071526205953751 0.0019121270591730198
leaf_count=627 425 516 569 444 341 503 211 274
internal_value=0 4.29455e-05 9.22489e-05 -0.00015505 0.000174105 0.000260851 0.000391704 0.000246804
internal_weight=0 0.0116165 0.0105171 0.00261546 0.00790164 0.00629427 0.00464783 0.00354068
internal_count=3910 3283 2767 1013 1754 1329 826 615
is_linear=0
shrinkage=0.00196078


Tree=5072
num_leaves=9
num_cat=0
split_feature=39 13 48 4 52 457 1 0
split_gain=1.55192e-05 4.2121e-05 7.42326e-05 5.22636e-05 7.31929e-05 5.69821e-05 5.4583e-05 2.3612e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 -0.034289999999999994 0.071660000000000015 0.082870000000000013 0.11198000000000001 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=0.01671565999497104 0.009386933868254 -0.025920626060105142 -0.028384494047223058 -0.019218720220597174 0.0081529489223558741 0.025529943153419783 0.016718574429273891 0.0014558677609407481
leaf_weight=0.0011070915040974705 0.0014905521834774676 0.0015104525752882582 0.0010887949711358954 0.0011936627548147952 0.0010820418872323329 0.0011325266787845858 0.0012137866802469938 0.0010282782705608785
leaf_count=161 459 850 140 201 824 185 186 904
internal_value=0 -0.00159958 -0.00405749 -0.000358559 -0.0116992 0.00607726 -0.000334966 -0.00965086
internal_weight=0 0.00935664 0.00824954 0.00716075 0.00259249 0.00456825 0.00343573 0.00222194
internal_count=3910 3451 3290 3150 1674 1476 1291 1105
is_linear=0
shrinkage=0.1


Tree=5073
num_leaves=10
num_cat=0
split_feature=484 15 12 124 42 151 1 3 4
split_gain=0.000112837 3.33376e-05 0.000104544 7.62572e-05 0.000109957 9.17697e-05 6.725e-05 6.87689e-05 5.93434e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.035524999999999994 0.095575000000000007 0.11265500000000002 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 8 -8 -7
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00064087703316276787 -0.00038702120065367264 -0.00058532415417175579 0.00018012364460421036 -0.00019787339745846991 -0.00022061495044152344 0.00053592565531906456 0.0010738588053023335 0.00036992826810558249 -0.00013257350770303847
leaf_weight=0.0010006811222942709 0.0010330493277817699 0.0011696966456112901 0.0016589287818626606 0.0010162589417000044 0.0018993026001423779 0.0010296973614243861 0.0010095482676383185 0.0011317031261338746 0.0010126072205390801
leaf_count=627 280 420 931 192 664 104 199 144 349
internal_value=0 4.69493e-05 -0.000136405 0.000110726 0.000183157 0.00033064 0.000459025 0.000701814 0.000204473
internal_weight=0 0.0109608 0.00282863 0.00813217 0.00709912 0.00519981 0.00418356 0.00214125 0.0020423
internal_count=3910 3283 1351 1932 1652 988 796 343 453
is_linear=0
shrinkage=0.00196078


Tree=5074
num_leaves=10
num_cat=0
split_feature=484 133 484 13 3 0 16 151 1
split_gain=9.04858e-05 4.88289e-05 6.06029e-05 6.58435e-05 9.5141e-05 9.58088e-05 0.000165949 8.62869e-05 0.00012854
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 -0.16277999999999995 -0.12008499999999998 -0.053834999999999994 0.0015250000000000001 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.00056777360798001826 -0.00028055570249625121 -0.00035472169426402713 -0.00035857965774436189 0.00069988451235682126 -0.00044626662770264107 -0.00037686061772784963 0.00088569175701158403 -0.00016095943983401555 0.0006171151567068477
leaf_weight=0.0010098497611296239 0.00125410854230184 0.0010660880987449365 0.0010570535043220022 0.0012484129267300885 0.0010370941822927188 0.001260276782936073 0.0011473465471188464 0.0017469697914467357 0.0015323130867506511
leaf_count=627 175 516 327 278 261 272 259 1021 174
internal_value=0 4.47188e-05 8.61284e-05 0.000137077 0.000202773 0.000110477 0.000222888 4.67063e-05 0.000202612
internal_weight=0 0.0113497 0.0102836 0.00922652 0.00797241 0.006724 0.00546372 0.00431638 0.00327928
internal_count=3910 3283 2767 2440 2265 1987 1715 1456 1195
is_linear=0
shrinkage=0.00196078


Tree=5075
num_leaves=8
num_cat=0
split_feature=159 1 484 12 49 15 2
split_gain=1.70226e-05 3.84664e-05 5.13431e-05 4.77947e-05 6.7206e-05 8.41013e-05 4.33445e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.084225000000000008 0.10129000000000001 -0.047894999999999993 -0.07142999999999998 0.085155000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.011493856565221332 0.016622912882845391 0.019217290250021214 0.01896612982917158 -0.023021155229846466 -0.024415166325903195 -0.013000372798145865 0.012209451187507677
leaf_weight=0.0011688193099220262 0.0016739821595549388 0.001064374933065714 0.0011271972585683958 0.0011155601265987886 0.0017083683535665797 0.0010493280148070746 0.0019483701089200477
leaf_count=633 333 298 317 345 551 640 793
internal_value=0 0.00128156 -0.000932374 -0.00392473 -0.000585695 -0.00670692 0.00338489
internal_weight=0 0.00968718 0.00862281 0.00749561 0.00638005 0.00470607 0.0029977
internal_count=3910 3277 2979 2662 2317 1984 1433
is_linear=0
shrinkage=0.1


Tree=5076
num_leaves=8
num_cat=0
split_feature=16 15 16 160 1 0 12
split_gain=1.82826e-05 5.53632e-05 3.4806e-05 6.23242e-05 3.31525e-05 7.81369e-05 3.18637e-05
threshold=0.10994000000000002 -0.0039399999999999991 -0.008069999999999999 -1.0000000180025095e-35 0.10113500000000002 -0.16443499999999997 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.022041763591085728 0.0099195310912378667 -0.017774686021391366 0.015916202584501306 0.0047290656933111491 -0.0064224236871520445 0.032033167961126152 -0.016748901720219669
leaf_weight=0.0011359927836756311 0.0012021985299192864 0.0018065770595132051 0.0015436355581447759 0.0019485891470655695 0.001022924566008425 0.0010928621233214717 0.0010700381660853223
leaf_count=720 403 282 654 472 110 351 918
internal_value=0 -0.00670907 0.00246489 -0.000846526 0.00384294 0.0134409 -0.00288441
internal_weight=0 0.00300878 0.00781404 0.00627041 0.00513441 0.00211579 0.00301863
internal_count=3910 685 3225 2571 1851 461 1390
is_linear=0
shrinkage=0.1


Tree=5077
num_leaves=11
num_cat=0
split_feature=484 4 0 1 1 1 1 51 48 42
split_gain=0.00010652 4.07283e-05 0.000124641 7.15932e-05 4.80104e-05 6.94945e-05 6.8264e-05 8.16706e-05 8.19643e-05 4.58385e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.09112000000000002 0.10113500000000002 0.11167500000000001 -0.07742499999999998 0.091065000000000021 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -5 -6 -7 -8 -9 -3
right_child=1 2 -4 4 5 6 7 8 -10 -11
leaf_value=-0.0005997442904507362 -0.00032996125118130284 -0.00055486054446794296 0.0007066803691754618 0.00037612577820696799 -0.00045555486403065453 0.00048577738305642594 -0.00047514825348810003 0.00054918046047601769 -0.00021736110048764829 7.6025990463748358e-06
leaf_weight=0.0010750005289275185 0.0010177856350462354 0.0012176260170484467 0.001097311450172246 0.0018467337166648461 0.0010047992333409531 0.0013418990094744634 0.0010975669128647559 0.001120415939514842 0.0010287229071782725 0.0010268314492320771
leaf_count=627 151 799 152 403 294 216 87 312 138 731
internal_value=0 4.49791e-05 8.03725e-05 9.40879e-06 0.000102004 1.14997e-05 0.000113774 -3.99792e-05 0.000182262 -0.000297536
internal_weight=0 0.0117997 0.0107819 0.0096846 0.00744014 0.0055934 0.0045886 0.00324671 0.00214914 0.00224446
internal_count=3910 3283 3132 2980 1450 1047 753 537 450 1530
is_linear=0
shrinkage=0.00196078


Tree=5078
num_leaves=12
num_cat=0
split_feature=133 52 484 133 13 1 48 1 0 13 3
split_gain=9.85282e-05 0.00010684 0.000108559 0.000108122 9.36793e-05 0.000123999 6.09573e-05 7.35889e-05 6.2949e-05 4.52615e-05 2.64317e-05
threshold=0.10599500000000002 -0.27466499999999994 -1.0000000180025095e-35 0.083815000000000014 0.00079000000000000012 1.0000000180025095e-35 0.086285000000000014 0.089175000000000018 -0.19631499999999999 0.16421000000000002 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 -8 -6 -9
right_child=-2 2 3 -5 9 6 8 10 -10 -11 -12
leaf_value=-0.00054026811005811984 -0.00060504879450001272 -0.00051317877996897643 -0.00061160131841175977 0.00069546722119112213 0.0007194372786610689 0.00068389425543229586 -0.0004882550435214255 0.00026268522031507746 0.00018177404420489463 0.00014605848982767575 -0.00015716358423396225
leaf_weight=0.0011340159305923457 0.0010071252692143333 0.0010347359480895714 0.0011848793114045729 0.0012418679504249243 0.0010745575727230537 0.0010477445890479907 0.0011323976408274539 0.0011782672998301158 0.0010289173399560432 0.0010431274889880029 0.0011287941221317412
leaf_count=391 557 506 687 422 277 205 73 327 154 136 175
internal_value=0 3.29985e-05 9.15903e-05 0.000153791 7.75112e-05 -3.60972e-05 8.75228e-05 0.000252967 -0.00016928 0.000437003 5.72625e-05
internal_weight=0 0.0122293 0.0110953 0.0100606 0.00881869 0.006701 0.00551612 0.00335481 0.00216131 0.00211769 0.00230706
internal_count=3910 3353 2962 2456 2034 1621 934 707 227 413 502
is_linear=0
shrinkage=0.00196078


Tree=5079
num_leaves=8
num_cat=0
split_feature=47 43 52 2 43 48 3
split_gain=1.6887e-05 4.71884e-05 6.23607e-05 6.43206e-05 7.17583e-05 8.49517e-05 6.3137e-05
threshold=0.11669500000000001 -0.17307499999999998 0.11401500000000002 0.099015000000000006 -0.0037249999999999996 0.084500000000000006 0.12046500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=0.018717111491797701 -0.011720320909109856 -0.024630086466229349 -0.024686427634740406 0.025948792389371617 0.014846147369604549 -0.020486988525187905 -0.0034461800003870607
leaf_weight=0.0013335862100563372 0.001120898491427511 0.0014058184135566612 0.0010217140165458055 0.0016665470691481742 0.0019830461120559136 0.0010359442541481184 0.0013012159134960198
leaf_count=261 179 1358 559 646 621 134 152
internal_value=0 0.00124036 -0.00152954 0.00167093 -0.00596822 0.00272184 0.0130606
internal_weight=0 0.00974787 0.00841429 0.00739257 0.00442481 0.00301899 0.00296776
internal_count=3910 3731 3470 2911 2113 755 798
is_linear=0
shrinkage=0.1


Tree=5080
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 52 151 2 0
split_gain=9.33838e-05 4.82149e-05 0.000115492 6.96195e-05 5.35386e-05 0.000111144 8.95446e-05 8.90721e-05 4.24224e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 -0.044604999999999992 0.087995000000000004 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00057122829999770356 -0.00036623954485070972 -0.00059139848345020709 0.00069066213440069433 0.00065640959536743368 -0.00022502430341860127 -0.00045062987829613208 -0.00015941557448166915 0.00049419514741079527 -4.4888959145473787e-05
leaf_weight=0.0010542548227556172 0.0010323276708487121 0.0010130886255719763 0.0010630887579837897 0.0014542211989436648 0.0015307974766379344 0.00110912807141697 0.0014778246616845244 0.0017518669260776012 0.0011846397182926466
leaf_count=627 151 793 152 258 472 174 282 264 737
internal_value=0 3.82464e-05 7.76961e-05 9.25808e-06 0.000101104 0.000187282 3.00473e-05 0.00019512 -0.000296814
internal_weight=0 0.011617 0.0105847 0.00952157 0.00732384 0.00579304 0.00433882 0.00322969 0.00219773
internal_count=3910 3283 3132 2980 1450 978 720 546 1530
is_linear=0
shrinkage=0.00196078


Tree=5081
num_leaves=8
num_cat=0
split_feature=133 50 51 43 12 160 16
split_gain=2.02005e-05 3.45145e-05 3.51887e-05 5.14295e-05 5.93023e-05 5.97827e-05 4.8885e-05
threshold=0.099765000000000006 0.086465000000000014 -0.07742499999999998 -0.15109999999999998 0.086935000000000012 0.087260000000000018 -0.19424999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.0089692227853528095 -0.013636217378266303 -0.015950900475672616 0.026814126622903969 0.00055330230379676529 -0.012696436967934911 -0.011881044279076951 0.02597134494388198
leaf_weight=0.0018457483525767242 0.0010003584124669606 0.0010401698807914186 0.0010625024203213826 0.0012398240938524992 0.0017233583084177925 0.0010079820751930711 0.0019415190194473522
leaf_count=563 608 562 178 289 903 189 618
internal_value=0 0.00127744 0.00330902 0.00655804 0.00291804 0.00934136 0.0160655
internal_weight=0 0.0098611 0.00882093 0.00697519 0.00591268 0.00418933 0.00318134
internal_count=3910 3302 2740 2177 1999 1096 907
is_linear=0
shrinkage=0.1


Tree=5082
num_leaves=10
num_cat=0
split_feature=484 1375 4 0 1 0 2 3 12
split_gain=0.000100353 4.83881e-05 4.7483e-05 6.47345e-05 5.38553e-05 6.66147e-05 6.41849e-05 0.000141574 7.26477e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 1.0000000180025095e-35 -0.083674999999999986 1.0000000180025095e-35 0.092005000000000017 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -8 -6
right_child=1 2 3 -5 6 -7 7 -9 -10
leaf_value=-0.00059085695031690141 -0.00034767406087108369 -0.00030964651146847896 -0.00056875895255444281 0.00055934775785566686 -0.000315873711769869 0.00013035552289623607 0.00077299161849519679 -4.2887972695884455e-05 0.00033150277178742684
leaf_weight=0.0010522029558771339 0.0011083660350385853 0.0010615113183017793 0.0010055842161015519 0.0011699787293489956 0.0016795655375749161 0.0010941624793027798 0.0015618923802231113 0.0017161353972517026 0.0011048563114350405
leaf_count=627 146 167 731 200 565 730 363 241 140
internal_value=0 4.17784e-05 8.3309e-05 0.000128007 6.61777e-05 -0.000204456 0.000159912 0.000345857 -5.89953e-05
internal_weight=0 0.0115021 0.0103937 0.00933218 0.0081622 0.00209975 0.00606245 0.00327803 0.00278442
internal_count=3910 3283 3137 2970 2770 1461 1309 604 705
is_linear=0
shrinkage=0.00196078


Tree=5083
num_leaves=8
num_cat=0
split_feature=133 50 13 16 12 49 4
split_gain=1.66021e-05 2.81064e-05 3.13134e-05 3.77099e-05 7.37406e-05 7.99544e-05 8.48568e-05
threshold=0.099765000000000006 0.086465000000000014 0.043015000000000005 0.081265000000000018 0.086935000000000012 -0.006494999999999999 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0076067108003163271 -0.012364152667885681 -0.014392091448691717 0.014797594687994985 -0.01386118211674099 -0.018199132733490515 0.042430004856220144 0.0061001862053610689
leaf_weight=0.001619601984433157 0.0010009876534809127 0.0010404740185249962 0.0017891696705689417 0.0015377981956909443 0.001188164331923266 0.0010662967399957561 0.0016192593723667937
leaf_count=365 608 562 433 394 732 451 365
internal_value=0 0.00115229 0.00298596 -1.96762e-05 0.00385511 0.00994178 0.0205249
internal_weight=0 0.00986076 0.00882029 0.00703112 0.00549332 0.00430516 0.00268556
internal_count=3910 3302 2740 2307 1913 1181 816
is_linear=0
shrinkage=0.1


Tree=5084
num_leaves=10
num_cat=0
split_feature=484 15 52 2 52 13 3 1 43
split_gain=0.000102682 3.99962e-05 5.20874e-05 0.000100145 0.000231285 9.68074e-05 3.76375e-05 6.98243e-05 5.64296e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.11110500000000002 0.10457000000000001 -0.048794999999999991 -0.09547499999999999 -0.089974999999999986 0.079945000000000016 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 -9
right_child=1 2 -4 4 -6 6 7 8 -10
leaf_value=-0.00060215398016726551 0.00036389653164317696 0.00058365692001166331 0.00037216153924255293 0.0002706829569233162 -0.0010086191366185291 -0.0003380115538006395 0.00043151861337321473 0.00022312847639110434 -0.00034947258412005032
leaf_weight=0.0010178639799915045 0.0013565638790716374 0.0011681900383278864 0.0012919930719938943 0.0010167550677770087 0.0011668664365355138 0.0012457781198951315 0.0012747387100068017 0.001094406674786207 0.0016735896715139708
leaf_count=627 421 150 470 316 190 397 731 203 405
internal_value=0 4.80917e-05 4.95881e-06 -4.99492e-05 -0.00041294 7.28124e-05 -4.00291e-05 5.17949e-05 -0.000123078
internal_weight=0 0.0112889 0.00993232 0.00864032 0.00218362 0.0064567 0.00528851 0.00404274 0.002768
internal_count=3910 3283 2862 2392 506 1886 1736 1339 608
is_linear=0
shrinkage=0.00196078


Tree=5085
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 4 2 151 1 0
split_gain=8.81449e-05 6.42994e-05 0.000107249 0.000103659 6.86772e-05 8.50868e-05 9.79311e-05 0.000120385 6.52432e-05 5.58638e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 -0.0088999999999999982 0.11257500000000001 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -5 8 -8 -7 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.0005532381737889271 -0.00043040307138683535 -0.00068480878768461368 0.00068006977481943295 0.00067602878834300975 -0.00023277568699507287 -0.00056875799330459529 -0.0001484964087227931 0.00072418443798341441 0.00013324729345483288 -6.0769872623317064e-05
leaf_weight=0.0010460694759851395 0.0010160767547693237 0.0010315275823722788 0.0010523812198780296 0.001283253541605342 0.0015622372966315849 0.0010105991279673724 0.0010354592241552472 0.0014712895579363124 0.0010254943520548857 0.0011852387648267088
leaf_count=627 151 793 152 308 472 176 109 240 145 737
internal_value=0 4.0895e-05 8.58283e-05 2.07203e-05 0.000132296 0.000230188 0.000104248 0.000363707 -0.000215188 -0.000351154
internal_weight=0 0.0116736 0.0106575 0.0096051 0.00738833 0.0058261 0.00454284 0.00250675 0.00203609 0.00221677
internal_count=3910 3283 3132 2980 1450 978 670 349 321 1530
is_linear=0
shrinkage=0.00196078


Tree=5086
num_leaves=10
num_cat=0
split_feature=484 52 52 51 12 2 4 16 49
split_gain=9.11101e-05 4.87456e-05 8.79852e-05 6.57867e-05 6.75251e-05 8.79446e-05 9.61016e-05 6.01427e-05 7.89298e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.066709999999999978 0.10214500000000001 0.086650000000000019 -0.0025899999999999994 -0.074719999999999995 0.0021350000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -7
right_child=1 2 3 4 -6 7 -8 -9 -10
leaf_value=-0.00054931147577401591 -0.00034016092357575667 0.00056674289643913111 -0.00045202634819708045 0.00019770532841185585 -0.00035247384353567828 0.00036018417908018638 -0.00058892999624620432 0.00057011642861949402 -0.00030344521228130734
leaf_weight=0.001080674414398749 0.001142080925278499 0.0012882891394173654 0.0010113148395636895 0.0013154675033378385 0.0012090961935295802 0.0019472065567549745 0.0010933874152653093 0.0019095633666039377 0.0010664146670966617
leaf_count=627 379 279 277 747 300 515 251 335 200
internal_value=0 4.51393e-05 8.5731e-05 2.08594e-05 7.68516e-05 0.00014765 -0.000159351 0.000297862 0.000125349
internal_weight=0 0.0119828 0.0108407 0.00955245 0.00854114 0.00733204 0.00240885 0.00492318 0.00301362
internal_count=3910 3283 2904 2625 2348 2048 998 1050 715
is_linear=0
shrinkage=0.00196078


Tree=5087
num_leaves=10
num_cat=0
split_feature=484 4 0 1 1 1 1 1 42
split_gain=0.000116375 6.13557e-05 0.000132992 7.54963e-05 6.88192e-05 7.42456e-05 7.00295e-05 6.60881e-05 4.902e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.09112000000000002 0.10113500000000002 0.11167500000000001 0.12811000000000003 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 -6 -7 -8 -3
right_child=1 2 -4 4 5 6 7 -9 -10
leaf_value=-0.00062708458679813924 -0.00039801124165660535 -0.00055438425319499329 0.00073459038195467018 0.00043549325262914375 -0.00047471199312884907 0.00047778461474258982 -0.00030125283878892938 0.00026105775148561471 2.3918442625082911e-05
leaf_weight=0.0010750447730586898 0.001087094119730952 0.0012564315291486998 0.0011074357475145602 0.001896200542726623 0.0010213223612857703 0.0013888282644560971 0.0017864555654868162 0.0014605774517368224 0.0010218686325877122
leaf_count=627 151 799 152 403 294 216 245 292 731
internal_value=0 4.62624e-05 9.04128e-05 1.7853e-05 0.000112219 3.86183e-06 0.000109296 -4.83148e-05 -0.000295003
internal_weight=0 0.0120262 0.0109391 0.00983168 0.00755338 0.00565718 0.00463586 0.00324703 0.0022783
internal_count=3910 3283 3132 2980 1450 1047 753 537 1530
is_linear=0
shrinkage=0.00196078


Tree=5088
num_leaves=9
num_cat=0
split_feature=52 376 457 43 13 0 4 1
split_gain=2.07746e-05 4.37787e-05 3.85575e-05 3.39564e-05 4.78808e-05 4.97757e-05 8.08345e-05 4.44673e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 -0.068454999999999988 -0.09547499999999999 -0.099864999999999995 0.053925000000000008 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 -2
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.013757251090182382 -0.0081048135809310244 0.02107040186977201 0.014605626281799101 0.0052327375443492578 0.014164596232363991 -0.030821922406699134 -0.025583961769298516 0.018258717361295487
leaf_weight=0.0010110572518805304 0.001225951155874871 0.0010055915783147842 0.0013544424719615306 0.001688392150119059 0.0010218128563883192 0.0012895456591076495 0.0010247022454563898 0.0013380897711006618
leaf_count=425 857 200 241 342 118 1231 133 363
internal_value=0 0.00128789 -0.000936556 -0.00371062 -0.00848923 -0.015434 -0.00573774 0.00565346
internal_weight=0 0.00994853 0.00894294 0.00758849 0.00502445 0.00333606 0.00204652 0.00256404
internal_count=3910 3485 3285 3044 1824 1482 251 1220
is_linear=0
shrinkage=0.1


Tree=5089
num_leaves=8
num_cat=0
split_feature=4 12 4 1 12 0 3
split_gain=1.75187e-05 2.62569e-05 4.17082e-05 4.6923e-05 6.13315e-05 6.43977e-05 5.68651e-05
threshold=0.27020000000000005 0.10595000000000002 0.097045000000000006 0.095575000000000007 0.086765000000000023 -0.12329499999999999 0.082730000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=0.004997484468847878 0.0092896355384964081 -0.01657171243669759 -0.017669316131839984 0.030551768338601501 0.012464646178757892 -0.024258256394938945 -0.0010044056122500541
leaf_weight=0.0013601719287549552 0.0016837374779669094 0.0010648238964372685 0.0011347441872666198 0.0011418665344953283 0.0017138494896891425 0.0016838373284650422 0.0011423481848529433
leaf_count=164 472 327 183 399 1312 884 169
internal_value=0 -0.00180103 0.000122482 0.00298941 -0.00266653 -0.0111857 0.0147704
internal_weight=0 0.00924164 0.00817682 0.00704207 0.00475786 0.00304401 0.00228421
internal_count=3910 3438 3111 2928 2360 1048 568
is_linear=0
shrinkage=0.1


Tree=5090
num_leaves=10
num_cat=0
split_feature=484 1 42 3 2 49 2 13 3
split_gain=8.05153e-05 3.75801e-05 6.28506e-05 7.93385e-05 8.84123e-05 6.89059e-05 6.2574e-05 0.000125408 1.86129e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.12008499999999998 0.113945 -0.069934999999999983 0.097940000000000013 -0.0041499999999999983 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00052452051217212351 0.00045757324969337575 0.00033906887758601345 -0.00040953626158869748 -0.00034648105946429784 -0.00053779110640474594 -0.00047979191317302659 0.00049164031952500834 0.00050122501203327238 0.0001322406584531463
leaf_weight=0.0010534329270332722 0.0015716291928577295 0.0014318009829428343 0.0012628805795150003 0.001255300073009006 0.0011095065776078406 0.0012337164963949435 0.0015667355177687442 0.0010001986967746151 0.0011076888456628532
leaf_count=627 280 316 611 235 191 967 257 327 99
internal_value=0 4.17652e-05 -3.49352e-07 5.80754e-05 -2.82507e-05 6.34709e-05 0.000168315 1.67222e-05 0.000307325
internal_weight=0 0.0115395 0.0101077 0.00884478 0.00727315 0.00616364 0.00490834 0.0033416 0.00210789
internal_count=3910 3283 2967 2356 2076 1885 1650 1393 426
is_linear=0
shrinkage=0.00196078


Tree=5091
num_leaves=10
num_cat=0
split_feature=484 42 484 43 0 16 16 13 43
split_gain=0.000114112 4.37132e-05 4.73535e-05 8.70288e-05 9.21679e-05 6.45295e-05 0.000109408 4.58145e-05 1.8205e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087270000000000014 -0.074254999999999988 -0.070894999999999986 0.15737500000000001 -0.074719999999999995 -0.09547499999999999 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 7 -5 -2
right_child=1 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.00063113910137983992 -2.393184545578973e-05 0.00011990238260623862 -0.0002693477423517304 0.00020867330545186585 0.00088176795910105074 -0.0004004536594572033 0.00054004691427277378 -0.00028570004914471608 -0.00039213825710431331
leaf_weight=0.0010322281413974342 0.0010301580331769223 0.0013394865045740934 0.0011307486504981987 0.0011841325599534016 0.0011217564452731931 0.0011005196735443448 0.0016133079224206755 0.0018414591646431979 0.0010348881959962235
leaf_count=627 149 468 337 224 201 223 375 468 838
internal_value=0 4.96861e-05 0.000106813 0.00015868 0.000467137 2.64045e-05 0.000127671 -9.22161e-05 -0.000208457
internal_weight=0 0.0113965 0.00933141 0.00820066 0.00246124 0.00573942 0.0046389 0.00302559 0.00206505
internal_count=3910 3283 2296 1959 669 1290 1067 692 987
is_linear=0
shrinkage=0.00196078


Tree=5092
num_leaves=11
num_cat=0
split_feature=484 42 43 3 16 16 0 150 42 1
split_gain=8.4794e-05 4.69154e-05 4.83212e-05 0.000143532 7.24328e-05 7.66433e-05 6.27307e-05 8.67625e-05 4.75478e-05 2.85774e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.15737500000000001 -0.008069999999999999 -0.084304999999999977 0.083205000000000015 0.088465000000000002 0.10593500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 9 -3 -4
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00053715742557435063 -0.00036213705602366136 0.00024951133135414763 -0.00056936453518853102 0.00087487136619838991 -0.00040984245789941597 0.00054253355463342251 0.00036634418058889106 0.00031076411271661848 -0.00031746259559175508 -0.00015315354026476262
leaf_weight=0.0010787733054777688 0.0010313867924653759 0.001281786665646037 0.001211976654093198 0.0010422969769176768 0.0014262066049044991 0.0011269158968706863 0.0011839094826433848 0.0010849026345071261 0.0010221659854249021 0.0013305248077836
leaf_count=627 254 504 506 333 297 250 658 125 223 133
internal_value=0 3.72676e-05 7.57283e-05 0.000271108 -1.30484e-05 8.22511e-05 -2.55573e-05 -0.000153466 -2.03093e-06 -0.000351556
internal_weight=0 0.0117421 0.0107107 0.00334625 0.00736444 0.00593823 0.00481131 0.0036274 0.00230395 0.0025425
internal_count=3910 3283 3029 1060 1969 1672 1422 764 727 639
is_linear=0
shrinkage=0.00196078


Tree=5093
num_leaves=8
num_cat=0
split_feature=52 376 150 52 2 2 1
split_gain=1.80903e-05 3.86966e-05 3.40234e-05 4.07935e-05 8.23992e-05 8.68985e-05 5.65943e-05
threshold=-0.27466499999999994 0.048375000000000008 0.083205000000000015 0.10218500000000001 0.10796500000000002 0.089910000000000004 0.087480000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.012820119631637645 -0.018552862329592794 0.019796740559666723 0.01165125344602334 -0.019299273812446227 -0.020842034032128923 0.028769589560138538 0.0088748330930291264
leaf_weight=0.0010146577591084284 0.0012738595390242905 0.0010055612339852612 0.0017422842755869423 0.0013918841181631168 0.0014568092505410747 0.0012604369141067523 0.0018374521433664006
leaf_count=425 935 200 414 683 335 426 492
internal_value=0 0.00119549 -0.000891451 -0.00391799 -0.000244876 0.00661877 -0.00235485
internal_weight=0 0.00996829 0.00896273 0.00722044 0.00582856 0.00437175 0.00311131
internal_count=3910 3485 3285 2871 2188 1853 1427
is_linear=0
shrinkage=0.1


Tree=5094
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 52 151 2 0
split_gain=8.59869e-05 5.12949e-05 0.000107674 9.19234e-05 5.57987e-05 7.56677e-05 5.48526e-05 0.000147491 4.14094e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.091329999999999981 -0.044604999999999992 0.087995000000000004 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00054688297940131824 -0.00038096512987833469 -0.00062646311621885979 0.00067518559586091001 0.00066584964492801522 -0.00021427367809481341 -0.00026522585737598315 -0.00021939908766666039 0.00059680607689686948 -8.3696865056264501e-05
leaf_weight=0.0010434987362676054 0.0010102246911652688 0.0010204366786767519 0.0010566872093275169 0.0011227102254048613 0.0015103205850385305 0.0011859986337693666 0.001567029112824754 0.0018633122835516221 0.00114884984172707
leaf_count=627 151 793 152 180 472 220 297 281 737
internal_value=0 4.09894e-05 8.1682e-05 1.50963e-05 0.00012106 0.000209308 9.82757e-05 0.000223952 -0.000339015
internal_weight=0 0.0114856 0.0104753 0.00941866 0.00724937 0.00573905 0.00461634 0.00343034 0.00216929
internal_count=3910 3283 3132 2980 1450 978 798 578 1530
is_linear=0
shrinkage=0.00196078


Tree=5095
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 151 2 1 15 0
split_gain=9.53783e-05 6.68736e-05 0.000125591 5.80434e-05 7.12422e-05 8.48259e-05 0.000167062 0.000132277 6.92076e-05 4.9512e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.044604999999999992 0.087995000000000004 0.11183500000000002 -0.064869999999999983 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -5 8 -8 -7 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00056576491277637549 -0.00043270488021789278 -0.00057227963897504711 0.00071849071664094983 -0.00024021107523484572 -0.00027386068894693749 -0.00034640708826818472 0.0011307839378772227 0.00017971766737093345 0.00033246705386563924 1.3990485650573681e-05
leaf_weight=0.0010752371752029361 0.0010317496545907421 0.00103745373922674 0.0010974262058453177 0.0013141139281544062 0.0015425180238670287 0.0012943348579741831 0.0012503686235561045 0.0010216193289952827 0.0010422412745609577 0.0011880486304662054
leaf_count=627 151 793 152 256 472 245 129 210 138 737
internal_value=0 4.42051e-05 8.98156e-05 1.86211e-05 0.000101477 0.000199231 0.000324536 0.000703129 -4.35919e-05 -0.000259309
internal_weight=0 0.0118199 0.0107881 0.0096907 0.0074652 0.00592268 0.00460856 0.00227199 0.00233658 0.0022255
internal_count=3910 3283 3132 2980 1450 978 722 339 383 1530
is_linear=0
shrinkage=0.00196078


Tree=5096
num_leaves=9
num_cat=0
split_feature=2 52 52 4 3 4 43 2
split_gain=1.89074e-05 8.22682e-05 6.02211e-05 6.65599e-05 4.58508e-05 4.13417e-05 5.93691e-05 3.53552e-05
threshold=0.10946500000000002 0.06136500000000001 0.086950000000000013 0.15045000000000003 0.11265500000000002 -1.0000000180025095e-35 -0.07959999999999999 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.016344273095758938 0.010903134914266473 0.029522540416033551 -0.019821979702575314 0.022797418548520354 -0.017925860161021094 -0.016314042470421487 0.024620617675328631 -0.00075047125267160874
leaf_weight=0.0010580010707343284 0.0010273001585788426 0.0010385741003333501 0.0016367600942242145 0.0012084035947805046 0.0011915875294484658 0.0016473911610662205 0.0011478677038033553 0.0010532244690074524
leaf_count=690 386 213 911 231 168 394 543 374
internal_value=0 0.00629383 -0.00278553 0.00177459 -0.00457862 -0.00340306 0.00312312 0.0124805
internal_weight=0 0.00325746 0.00775165 0.00611489 0.00221889 0.00490648 0.00325909 0.00220109
internal_count=3910 767 3143 2232 554 2001 1607 917
is_linear=0
shrinkage=0.1


Tree=5097
num_leaves=9
num_cat=0
split_feature=484 1375 2 2 1 2 13 3
split_gain=9.15921e-05 3.80563e-05 4.71921e-05 7.41332e-05 8.55858e-05 7.1792e-05 6.51029e-05 5.20398e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.096540000000000015 0.10393500000000001 0.10498500000000001 0.087005000000000013 -0.0043499999999999988 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.00056941654221428627 -0.00030686375563962004 -0.00018042797076420983 0.00069079973570698771 -0.00024850869488839112 0.00036240785908837653 -0.00043225975714850009 0.00061447576625760995 3.2563273418864413e-05
leaf_weight=0.0010273881894180192 0.0010885872664514002 0.0019735998675727401 0.001026688323091109 0.0015769149803008409 0.0019996652743386909 0.0013673883471532634 0.0010980602781142986 0.0012791485886704738
leaf_count=627 146 1023 257 378 446 698 186 149
internal_value=0 4.18254e-05 7.86011e-05 0.000226372 9.30546e-05 -4.0358e-05 8.28104e-05 0.000301355
internal_weight=0 0.0114101 0.0103215 0.00460327 0.00357658 0.0057182 0.00435081 0.00237721
internal_count=3910 3283 3137 1081 824 2056 1358 335
is_linear=0
shrinkage=0.00196078


Tree=5098
num_leaves=9
num_cat=0
split_feature=484 1 42 3 2 2 13 4
split_gain=0.000109278 4.00398e-05 7.76868e-05 6.94531e-05 6.74747e-05 5.77791e-05 4.12269e-05 5.7346e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.100615 0.113945 0.097940000000000013 -0.0041499999999999983 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.0006240560277560557 0.00039799510667402438 0.00035689714427612627 -0.00045657194937635213 -0.00031940840929260716 -0.00047745373923194375 0.00035394718731299765 0.00038632533600742552 -0.00023008476805922248
leaf_weight=0.0010117255951002111 0.0019284354789371122 0.0014164752835627301 0.0012305841879653541 0.0015610282895727984 0.0010627714764523885 0.0017763026326948791 0.0012173715346182239 0.001108743020747263
leaf_count=627 384 310 612 1080 185 301 291 120
internal_value=0 4.85836e-05 4.40473e-06 6.99499e-05 -2.41021e-05 6.09714e-05 -7.29093e-05 9.25133e-05
internal_weight=0 0.0113017 0.00988524 0.00865465 0.00672622 0.00566345 0.00388714 0.00232611
internal_count=3910 3283 2973 2361 1977 1792 1491 411
is_linear=0
shrinkage=0.00196078


Tree=5099
num_leaves=10
num_cat=0
split_feature=484 159 150 124 1 1 3 3 16
split_gain=8.35177e-05 5.3993e-05 6.44819e-05 8.64995e-05 0.000101935 0.000138803 0.000104245 8.85853e-05 4.26761e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.090695000000000012 -0.018779999999999995 0.12864500000000004 0.091845000000000024 0.084925000000000014 -0.08348499999999999 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.00053847134752158725 -0.00048426806445407857 0.00037241963600284194 -0.00041569596888981327 0.0003128679955268576 0.00067487087993147387 -0.00010167745012360248 0.00075984099243314761 -0.00039004318242417713 -0.00060929160550368948
leaf_weight=0.0010457122924860856 0.0010379020978480381 0.0016179099843409211 0.0013302001386294717 0.0019145404273725496 0.0010884062206575505 0.0014201845981959282 0.0011254720544807001 0.0010771354550594503 0.0011543187079246751
leaf_count=627 180 522 282 742 145 99 64 845 404
internal_value=0 3.97605e-05 -1.3275e-05 4.74307e-05 0.000118362 2.78454e-05 0.000251157 5.97889e-05 -0.000329274
internal_weight=0 0.0117661 0.0101482 0.00881796 0.00778006 0.00669165 0.00411715 0.00299168 0.0025745
internal_count=3910 3283 2761 2479 2299 2154 1651 1587 503
is_linear=0
shrinkage=0.00196078


Tree=5100
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 1 1 0
split_gain=0.000101039 4.92816e-05 0.000118791 7.21656e-05 0.000158569 0.000134628 8.03591e-05 0.00010272 7.2189e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.0089749999999999986 0.095575000000000007 0.11167500000000001 -0.10783
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -9
right_child=1 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.0005880385937338759 -0.00036967887062100397 -0.00034230599509953538 0.00069174940559673975 -0.00063567068692686236 0.00033632060901870106 0.00077497407935116767 0.00056532501026292775 -0.00037021687000879318 0.00028678522696777602
leaf_weight=0.0010634029871250715 0.0010157602678363244 0.001787228449687866 0.0011028648896908204 0.001662354739071761 0.0010546924439542242 0.0010240484340335093 0.0014963720432099627 0.0014518183485350646 0.0011541118736782987
leaf_count=627 151 852 152 659 641 155 223 155 295
internal_value=0 4.31235e-05 8.21889e-05 1.23842e-05 -0.000258367 0.00011879 4.69513e-06 0.000155871 -7.92444e-05
internal_weight=0 0.0117493 0.0107335 0.00963063 0.00271705 0.00691358 0.00588953 0.0041023 0.00260593
internal_count=3910 3283 3132 2980 1300 1680 1525 673 450
is_linear=0
shrinkage=0.00196078


Tree=5101
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 15 2 151 12 42
split_gain=8.39778e-05 6.10931e-05 9.58103e-05 8.18534e-05 6.42569e-05 0.000129562 5.7139e-05 0.000111213 5.41595e-05 4.63511e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.089910000000000004 -0.0088999999999999982 0.090385000000000007 0.083610000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 8 -8 -5 -3
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0005365542048898713 -0.00041908745088051392 -0.00057186532076842762 0.00064106893191725111 -0.00047288786021477437 -0.00026295852445054781 0.00082651492883125766 -0.00020865593267227183 0.0005813790153993782 0.00015358001517297098 -7.6901052950399989e-07
leaf_weight=0.0010599640461432655 0.0010179439251705178 0.0011926983441925367 0.0010669803044821196 0.001093817232832521 0.0013688728033935211 0.0010696913129299547 0.0011635157627058294 0.0016658921375639329 0.0010303320507542603 0.0010082996712720122
leaf_count=627 151 792 152 235 445 171 159 280 160 738
internal_value=0 3.98566e-05 8.36816e-05 2.16871e-05 0.000120518 0.000207669 7.40328e-05 0.000256499 -0.000169016 -0.00031024
internal_weight=0 0.011678 0.0106601 0.00959312 0.00739212 0.00602325 0.00495356 0.00282941 0.00212415 0.002201
internal_count=3910 3283 3132 2980 1450 1005 834 439 395 1530
is_linear=0
shrinkage=0.00196078


Tree=5102
num_leaves=9
num_cat=0
split_feature=133 12 4 52 16 13 16 2
split_gain=1.68197e-05 2.40142e-05 0.000105094 5.89622e-05 7.56467e-05 4.40658e-05 7.16131e-05 3.8363e-05
threshold=0.099765000000000006 0.092365000000000017 0.08734500000000002 0.091210000000000013 0.081265000000000018 -0.094679999999999986 -0.008069999999999999 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.023431970727695074 -0.012391809355569067 -0.029302103691374516 0.012634778297343297 0.021477350066066853 -0.023986697947706834 0.0070296308364298848 0.021581324223551548 -0.016769394068837519
leaf_weight=0.0010067760419566673 0.0010141741742457537 0.001156453213946401 0.0012364801459357343 0.001520591108870214 0.0011225994725195055 0.0010615363294681234 0.0011187719945820315 0.0018713417517435657
leaf_count=251 608 643 157 473 319 542 360 557
internal_value=0 0.00111775 -0.00763241 0.00383648 -0.000503345 0.00470824 5.56619e-05 -0.00815549
internal_weight=0 0.0100946 0.00239293 0.00770162 0.00618103 0.00505843 0.00405165 0.00293288
internal_count=3910 3302 800 2502 2029 1710 1459 1099
is_linear=0
shrinkage=0.1


Tree=5103
num_leaves=8
num_cat=0
split_feature=0 4 42 4 47 0 48
split_gain=2.0938e-05 4.57059e-05 4.389e-05 4.44005e-05 5.77602e-05 6.95414e-05 9.21468e-05
threshold=-0.017269999999999997 -0.48072499999999996 -1.0000000180025095e-35 -0.06272999999999998 0.087850000000000025 -0.14136999999999997 0.085790000000000019
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.018817918363739448 -0.0075752742629432122 0.02033500911268242 -0.015973228027698148 0.015703377560561456 -0.011036967710880278 0.025601634248118413 -0.023609638028495975
leaf_weight=0.0013691105363342181 0.0010387866804058741 0.0013482926778087968 0.0013119543411418575 0.001466895822818998 0.0017366893658300941 0.0017912062989820909 0.0010045025038262299
leaf_count=1005 194 252 753 192 332 1082 100
internal_value=0 0.00818928 -0.00238592 0.000691148 0.00433539 0.0105985 -0.00027544
internal_weight=0 0.00238708 0.00868036 0.00731125 0.00599929 0.0042626 0.0024714
internal_count=3910 446 3464 2459 1706 1374 292
is_linear=0
shrinkage=0.1


Tree=5104
num_leaves=11
num_cat=0
split_feature=484 124 13 15 12 42 151 4 0 47
split_gain=0.000112068 4.10787e-05 0.000136434 7.50595e-05 0.000184037 9.39696e-05 7.72886e-05 0.000115063 5.29704e-05 2.32902e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.0088999999999999982 0.0057500000000000008 -0.070894999999999986 0.088670000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -8 -7 -9
right_child=1 2 3 4 -6 8 7 9 -10 -11
leaf_value=-0.00061210597105862212 -0.00028997555014080551 0.00071590762370809656 -0.00017731285572476099 -0.00090756377332523426 0.00013620392705758518 -0.00052485430161897171 -2.9459436685952607e-05 0.00089487628605730064 0.00010021421314701309 0.0004862152567512854
leaf_weight=0.0010774217163363282 0.0012352724121121655 0.001181585678269371 0.0010907617437345861 0.0010527663888119131 0.0016953578506359445 0.0010810623158450591 0.0013443920580718744 0.0011346911482279039 0.0010065569959561991 0.0010165009744646776
leaf_count=627 306 157 182 381 923 460 395 215 200 64
internal_value=0 4.84229e-05 8.78445e-05 9.08166e-06 -0.000263648 0.000121383 0.000278356 0.000420542 -0.000223474 0.000701772
internal_weight=0 0.0118389 0.0106037 0.00942209 0.00274812 0.00667397 0.00458635 0.00349558 0.00208762 0.00215119
internal_count=3910 3283 2977 2820 1304 1516 856 674 660 279
is_linear=0
shrinkage=0.00196078


Tree=5105
num_leaves=9
num_cat=0
split_feature=48 51 2 2 43 0 12 1
split_gain=1.75016e-05 6.99495e-05 6.72803e-05 5.22273e-05 5.94852e-05 0.000121001 4.90376e-05 4.25404e-05
threshold=0.093225000000000016 0.085845000000000019 0.11260500000000001 0.10113500000000002 -0.0037249999999999996 -0.077944999999999987 0.086865000000000012 0.11097000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -2
right_child=7 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.03336963722954598 0.022333740528273673 -0.026375807610479647 0.021597818511170829 -0.023376222304297971 0.00097925187420366496 0.0089171064887477742 0.028359406723421906 -0.0062927505694091211
leaf_weight=0.0012003132179751273 0.0010496214568661783 0.0010416480664586997 0.0013418876538536509 0.0010534818641985541 0.0017565234646449096 0.0015511156711047491 0.0010422459748005539 0.0010270903228978036
leaf_count=1204 274 398 425 310 344 399 390 166
internal_value=0 -0.00200995 0.00118436 -0.00296371 0.000910779 -0.00953052 0.0111755 0.00817579
internal_weight=0 0.00898722 0.00794557 0.00660368 0.0055502 0.00275143 0.00279877 0.00207671
internal_count=3910 3470 3072 2647 2337 1603 734 440
is_linear=0
shrinkage=0.1


Tree=5106
num_leaves=10
num_cat=0
split_feature=484 15 12 42 151 4 15 4 16
split_gain=0.000111572 3.88771e-05 9.93995e-05 7.72029e-05 7.43632e-05 9.27567e-05 0.000105257 0.000102465 5.77067e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 -0.23071499999999998 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -8 -5
right_child=1 2 -4 8 5 -7 7 -9 -10
leaf_value=-0.00061615145268651848 -0.00022574169270187975 -0.00056928380304576158 0.00016116320336730368 -0.00054176757216965407 -0.00017727843725834117 0.00083292750879427734 0.00010005021626056899 0.00092657378186081652 9.6239864515974838e-05
leaf_weight=0.0010493957238140251 0.001130304066642285 0.001224438844208413 0.0017257618392789917 0.0010097830424921337 0.0017120558408264433 0.0011057976002652233 0.0013155118134309252 0.0010267514250924818 0.0011842845675896518
leaf_count=627 254 420 931 446 402 234 168 122 306
internal_value=0 5.18898e-05 -0.000141998 0.000119308 0.000229772 0.00032955 0.000192256 0.000462364 -0.000197392
internal_weight=0 0.0114347 0.0029502 0.00848449 0.00629042 0.00516012 0.00405432 0.00234226 0.00219407
internal_count=3910 3283 1351 1932 1180 926 692 290 752
is_linear=0
shrinkage=0.00196078


Tree=5107
num_leaves=8
num_cat=0
split_feature=11 48 42 0 49 0 15
split_gain=1.81114e-05 3.09613e-05 3.68794e-05 5.42147e-05 7.00243e-05 6.29163e-05 9.00716e-05
threshold=0.077330000000000024 0.096835000000000018 0.086325000000000013 0.10302000000000001 -0.069934999999999983 -0.083424999999999985 -0.015439999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.02565101981888121 -0.012550018991221155 0.014401059390340665 -0.013623385290817046 0.022303658297089836 -0.0026171263027165229 -0.014731393227312553 0.031737778483892039
leaf_weight=0.0010020420632563462 0.0010554637301512662 0.0015130602689962325 0.0018472604205303994 0.0011300036552017775 0.0018943077393966375 0.0013236748924901742 0.0012780200121440273
leaf_count=193 279 339 1287 81 522 788 421
internal_value=0 0.00122421 -0.0011282 0.00235425 -0.00174591 0.00358191 0.0112233
internal_weight=0 0.00998837 0.00847531 0.00662805 0.00549804 0.004496 0.00317233
internal_count=3910 3631 3292 2005 1924 1731 943
is_linear=0
shrinkage=0.1


Tree=5108
num_leaves=8
num_cat=0
split_feature=43 15 4 52 150 15 2
split_gain=1.91686e-05 4.45509e-05 7.02519e-05 3.08782e-05 6.36278e-05 4.59076e-05 7.77236e-05
threshold=-0.053009999999999995 -0.053579999999999996 -0.084009999999999987 -0.087604999999999988 0.081245000000000026 -0.10192499999999999 0.10362500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=0.018809833121282635 -0.018773090960810142 0.014502995478553611 -0.01955415079613514 -0.017904807016406517 0.021596724677864016 0.014215198751142575 -0.018742275090289466
leaf_weight=0.0015360017140029188 0.0010795487599392396 0.001181391954585464 0.0012428777542740441 0.001805916982312669 0.0010780318260214623 0.0019578364284324264 0.0011277237049945299
leaf_count=841 375 316 641 366 181 1019 171
internal_value=0 0.00548504 -0.00295747 -0.00320953 -0.000394959 -0.0052417 0.00216976
internal_weight=0 0.00396027 0.00242427 0.00704906 0.00596951 0.00489148 0.00308556
internal_count=3910 1798 957 2112 1737 1556 1190
is_linear=0
shrinkage=0.1


Tree=5109
num_leaves=10
num_cat=0
split_feature=484 15 12 1 4 4 2 1 1
split_gain=0.000102658 4.32764e-05 0.00010535 7.14902e-05 7.37375e-05 7.25064e-05 8.38196e-05 0.000126084 6.70369e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 -0.41745999999999994 -0.0025899999999999994 0.089910000000000004 0.11052000000000002 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 8 -8 -7
right_child=1 2 -4 5 -6 6 7 -9 -10
leaf_value=-0.00060272476478855726 0.00020449669224070175 -0.00060001856329168295 0.00015519485017039368 0.00060324992991940649 -0.00047339606926161571 -0.00054473966964721683 0.00079127427351141405 -9.8340521610236839e-05 0.00016418711529665386
leaf_weight=0.0010300044037054737 0.0011315707428442387 0.0012259422495854077 0.0016879474945492839 0.0015020362215694286 0.0013564120313943786 0.0010152904173341042 0.0012364080959435231 0.0012138622235081894 0.0010362317416609066
leaf_count=627 50 420 931 458 720 179 107 253 165
internal_value=0 4.36441e-05 -0.000162541 0.000114395 -0.000165081 0.000230209 0.000105743 0.00035056 -0.000186658
internal_weight=0 0.0114057 0.00291389 0.00849181 0.00248798 0.00600383 0.00450179 0.00245027 0.00205152
internal_count=3910 3283 1351 1932 770 1162 704 360 344
is_linear=0
shrinkage=0.00196078


Tree=5110
num_leaves=10
num_cat=0
split_feature=484 474 2 12 3 52 12 52 16
split_gain=0.000204784 5.74264e-05 6.64331e-05 0.000121836 0.000102353 8.89823e-05 8.26274e-05 0.000138186 8.67136e-05
threshold=-0.0043499999999999988 0.085070000000000021 0.086650000000000019 0.097345000000000015 -0.078884999999999997 -0.081429999999999989 0.096315000000000026 0.091210000000000013 -0.110495
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 8 -7
right_child=1 -3 5 -5 -6 6 -8 -9 -10
leaf_value=-0.00084709550051662356 -0.00083873953693625915 0.00049108155580208381 0.00053810701265285003 0.00033443011421848057 -0.00011176256898258637 0.00014452573307310496 -0.00047142093879066945 0.00060637139031642824 -0.00054381197642367363
leaf_weight=0.0010619243532918867 0.0011888046623458452 0.0010385179124056476 0.0015761603212849813 0.001272690510852909 0.001992702515165719 0.0018465986179134379 0.001098537616843605 0.0015342195259156312 0.0011367930442645743
leaf_count=612 726 298 449 165 382 262 323 363 330
internal_value=0 4.92763e-05 9.8806e-06 -0.000178299 -0.000383405 0.000126421 1.08816e-05 0.000128162 -0.000117759
internal_weight=0 0.012685 0.0116465 0.0044542 0.00318151 0.00719231 0.00561615 0.00451761 0.00298339
internal_count=3910 3298 3000 1273 1108 1727 1278 955 592
is_linear=0
shrinkage=0.00196078


Tree=5111
num_leaves=11
num_cat=0
split_feature=484 3 1 2 2 3 1 42 13 4
split_gain=0.000119574 4.42569e-05 6.09958e-05 0.000110335 7.38028e-05 6.31875e-05 9.21379e-05 5.76985e-05 5.75301e-05 2.0684e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.10113500000000002 0.10393500000000001 0.093815000000000009 0.12046500000000002 0.11663000000000003 0.060615000000000009 -0.0038299999999999996 -0.0062499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 8 6 -4 -2 -3 -10
right_child=1 2 5 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00063228628361580632 0.00063434025354086013 -0.00045737967527763313 0.00070315161350561995 -0.00071600649565709657 0.00044573185937933808 -0.0001520421463158539 -2.9262036917432997e-05 -2.3114250311209825e-05 0.00024777865130741895 -0.00014300852827569833
leaf_weight=0.0010732042173831275 0.0010497418250010827 0.0013679909824936532 0.0013987713816901882 0.0010333801147136513 0.0010639798829592938 0.0014475718342400632 0.0012509423475591313 0.0010041024377321084 0.0010838673058246361 0.0010022477226362026
leaf_count=627 230 1197 244 300 312 220 253 132 289 106
internal_value=0 5.15626e-05 -4.06974e-06 -0.000138003 -5.80165e-06 0.000177398 0.000357376 0.000312918 -0.000144889 6.00299e-05
internal_weight=0 0.0117026 0.00964875 0.00555147 0.00451809 0.00409729 0.00264971 0.00205384 0.00345411 0.00208612
internal_count=3910 3283 2921 2204 1904 717 497 362 1592 395
is_linear=0
shrinkage=0.00196078


Tree=5112
num_leaves=8
num_cat=0
split_feature=1 457 2 13 48 0 3
split_gain=2.16286e-05 3.6396e-05 3.32239e-05 0.00010101 6.47752e-05 4.87434e-05 5.32376e-05
threshold=0.12864500000000004 0.088020000000000001 0.11260500000000001 -0.13934999999999997 0.083775000000000002 -0.10209999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.036048163969271532 0.01137823947012113 0.016123262702312829 0.0078427990879613267 -0.023422628001411854 0.017042015147328164 -0.012389385040500335 0.014615412028108319
leaf_weight=0.0010277315552437829 0.0014293523223230841 0.0010136292027943068 0.0018818802195784742 0.0013872496389416749 0.0013615548338348615 0.0016900593656555651 0.0012851428399301948
leaf_count=128 331 182 438 264 434 1538 595
internal_value=0 -0.00180268 -0.00390728 -0.00718232 -0.00199953 -0.00794254 -0.000724624
internal_weight=0 0.00964725 0.00863362 0.00675174 0.00572401 0.00436245 0.0029752
internal_count=3910 3579 3397 2959 2831 2397 2133
is_linear=0
shrinkage=0.1


Tree=5113
num_leaves=8
num_cat=0
split_feature=1 42 3 2 2 2 16
split_gain=1.75561e-05 3.68196e-05 4.2812e-05 4.4937e-05 7.61145e-05 3.57513e-05 6.86105e-05
threshold=0.12864500000000004 0.091955000000000023 -0.100615 0.113945 0.097940000000000013 0.084065000000000015 -0.089559999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.013991296434467572 0.010253732010085946 -0.018124071233846992 0.0040319329268691676 -0.021867805723438296 0.018170378889634204 0.0021124916044926558 -0.033294465411772924
leaf_weight=0.0018803031177668222 0.0014275951836442936 0.0011864641244887396 0.0015970950326023177 0.0010704125061211257 0.0016914675966973949 0.0010912696642206463 0.0010978883979798541
leaf_count=450 331 738 649 202 342 308 890
internal_value=0 -0.00163055 0.000691229 -0.0031279 0.000534105 -0.00734471 -0.0156445
internal_weight=0 0.0096149 0.00842844 0.00654813 0.00547772 0.00378625 0.00218916
internal_count=3910 3579 2841 2391 2189 1847 1198
is_linear=0
shrinkage=0.1


Tree=5114
num_leaves=11
num_cat=0
split_feature=484 15 42 52 52 42 3 4 2 16
split_gain=0.000115383 4.05081e-05 0.000131703 7.00974e-05 7.47524e-05 0.000157279 0.000113032 6.74838e-05 6.03224e-05 1.32004e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.081429999999999989 0.11110500000000002 0.083970000000000017 0.11265500000000002 0.0057500000000000008 0.091985000000000011 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 8 5 6 7 -5 -2 -3
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00062342414228705066 0.00013180740436761113 -0.00027636561543913747 0.00043100454500713217 1.4503791246152069e-05 0.00038510588202367822 -0.00079094090420580481 -0.00038711480366937284 0.00068103729724538792 0.00075191457772217827 -0.00059294702716525716
leaf_weight=0.0010748709732302181 0.0014173055635408973 0.0010074484876309523 0.0010110260981885189 0.0012249119067127528 0.0015046473709497627 0.0010373509191502735 0.0013092958168039871 0.0011161519417202035 0.001049893044971452 0.0010181258826896626
leaf_count=627 324 174 618 218 324 331 144 216 375 559
internal_value=0 4.78707e-05 -0.000146994 0.000116203 4.84863e-06 -0.000117205 7.42555e-05 0.000332288 0.000395688 -0.000435491
internal_weight=0 0.0116962 0.0030366 0.00865956 0.00619236 0.00468771 0.00365036 0.00234106 0.0024672 0.00202557
internal_count=3910 3283 1351 1932 1233 909 578 434 699 733
is_linear=0
shrinkage=0.00196078


Tree=5115
num_leaves=8
num_cat=0
split_feature=3 39 4 48 3 3 3
split_gain=1.64789e-05 5.7001e-05 6.12462e-05 4.95159e-05 4.2062e-05 5.10827e-05 4.71541e-05
threshold=0.13772500000000001 0.005105000000000001 -0.23071499999999998 0.087035000000000015 -0.10315499999999998 0.084925000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.027228326968749869 0.0094071233649365617 0.017712207841644796 0.020256026021953269 -0.016676742112222347 0.00037630966700052249 0.01330136174146526 -0.026641512902514142
leaf_weight=0.0010569894768859582 0.0015668543627822091 0.0013086085469823849 0.0011371190301164291 0.0016389046574333942 0.0017858038485109701 0.0015357062003541894 0.0010120794753722176
leaf_count=242 239 424 318 357 1762 127 441
internal_value=0 -0.00166372 -0.0047685 -0.00142939 0.00313838 -0.00135323 -0.00939686
internal_weight=0 0.00947521 0.0081666 0.00710961 0.00547071 0.00433359 0.00279788
internal_count=3910 3671 3247 3005 2648 2330 2203
is_linear=0
shrinkage=0.1


Tree=5116
num_leaves=9
num_cat=0
split_feature=132 42 160 16 43 3 2 15
split_gain=1.59681e-05 3.59314e-05 5.13922e-05 3.45061e-05 3.30876e-05 8.53833e-05 4.45723e-05 3.52502e-05
threshold=0.03056 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.006474999999999999 -0.0031199999999999995 -0.078884999999999997 0.087995000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 -8
right_child=-2 2 4 -5 6 -7 7 -9
leaf_value=-0.016151327212042394 0.011940853890919386 -0.025373664115650285 -0.0041394249614797205 0.0005573574864543941 -0.016236321389162214 0.036857036196062641 0.01566110569810716 -0.0049401895210653239
leaf_weight=0.0013995281164775651 0.0010035230434988782 0.001048228063959768 0.0010316953480443486 0.0010053276265810998 0.0011578473641523992 0.0010008495062571281 0.0018700244894260772 0.0014942078642122645
leaf_count=863 411 597 444 350 341 365 262 277
internal_value=0 -0.00129078 0.00112526 -0.012679 0.00545012 0.0160477 0.000686808 0.00651114
internal_weight=0 0.0100077 0.00860818 0.00205356 0.00655462 0.00203254 0.00452208 0.00336423
internal_count=3910 3499 2636 947 1689 809 880 539
is_linear=0
shrinkage=0.1


Tree=5117
num_leaves=9
num_cat=0
split_feature=484 15 12 124 42 151 1 4
split_gain=9.84949e-05 3.68527e-05 0.00011316 7.50368e-05 0.000108828 9.23921e-05 8.79655e-05 9.641e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.0088999999999999982 0.10373000000000002 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.00058949064044896255 -0.00038484251083529327 -0.0006056025166914687 0.00017933511555737999 -0.0001459820364961899 -0.00021332669777070575 0.00059236955772334009 0.0007779281759210761 -0.00022298037447513968
leaf_weight=0.0010329604988701226 0.0010358697029601372 0.0012088741619576608 0.0016979181623173515 0.0012350833195589371 0.0019838366085764151 0.0011660062527664248 0.0018811542438881084 0.0010684981085648331
leaf_count=627 280 420 931 208 664 187 276 317
internal_value=0 4.31047e-05 -0.000147104 0.000109158 0.000178926 0.000324358 0.000465504 0.000202485
internal_weight=0 0.0112772 0.00290679 0.00837045 0.00733458 0.00535074 0.00411566 0.0022345
internal_count=3910 3283 1351 1932 1652 988 780 504
is_linear=0
shrinkage=0.00196078


Tree=5118
num_leaves=10
num_cat=0
split_feature=484 15 12 124 42 151 1 4 0
split_gain=9.20956e-05 5.22772e-05 0.000104804 7.55095e-05 0.000106004 0.000102217 8.27002e-05 0.000101094 3.09854e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.0088999999999999982 0.10373000000000002 -0.018664999999999998 -0.075859999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 -6
right_child=1 2 -4 4 8 6 -8 -9 -10
leaf_value=-0.00056474249952459228 -0.00037155726969939558 -0.0006099476663429357 0.00013475217327161486 -0.0001537956150531386 -0.00042208623409015211 0.00062574257304687665 0.0007867530110692105 -0.0001994573194057274 6.1168148773699206e-05
leaf_weight=0.0010228783428298189 0.0010248658726935457 0.0012400355140577406 0.0017546473099768285 0.0012483892130855049 0.0010404267778681125 0.0012023081227535946 0.0019080953012092822 0.0010866399369763445 0.0010007905432680838
leaf_count=627 280 420 931 208 441 183 276 321 223
internal_value=0 4.92044e-05 -0.000173612 0.0001276 0.000195931 0.000338779 0.000485293 0.000233993 -0.000185151
internal_weight=0 0.0115062 0.00299468 0.00851152 0.00748665 0.00544543 0.00419704 0.00228895 0.00204122
internal_count=3910 3283 1351 1932 1652 988 780 504 664
is_linear=0
shrinkage=0.00196078


Tree=5119
num_leaves=8
num_cat=0
split_feature=0 4 1 2 0 52 12
split_gain=1.67882e-05 4.10696e-05 3.27924e-05 3.98118e-05 7.51068e-05 7.5978e-05 7.19886e-05
threshold=1.0000000180025095e-35 -0.48072499999999996 1.0000000180025095e-35 1.0000000180025095e-35 -0.15007499999999999 -0.069134999999999988 0.097345000000000015
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.013704693851916012 -0.0062849494870147356 0.021758588131619461 -0.022168631444570097 -0.023960509816173925 0.02582964200435648 0.0094269820066116075 0.011775630437626736
leaf_weight=0.0018799504613946074 0.0010260603836319188 0.0010634982167092807 0.0015694077546129512 0.0010366992719217294 0.0014255498721486293 0.0019897814672834666 0.0010380279270688934
leaf_count=1896 187 207 675 78 423 276 168
internal_value=0 0.00798804 -0.00196804 0.00115746 0.00690454 -0.00200966 -0.00865532
internal_weight=0 0.00208956 0.00893942 0.00705947 0.00445203 0.00302648 0.00260744
internal_count=3910 394 3516 1620 777 354 843
is_linear=0
shrinkage=0.1


Tree=5120
num_leaves=11
num_cat=0
split_feature=484 15 12 124 42 151 1 16 16 0
split_gain=0.000106876 5.28011e-05 0.00011387 7.41517e-05 9.66284e-05 0.000135751 8.19356e-05 0.000123509 6.32869e-05 2.3435e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.044604999999999992 0.095575000000000007 0.0054700000000000009 -0.057604999999999996 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 -8 -6
right_child=1 2 -4 4 9 6 8 -9 -10 -11
leaf_value=-0.00060684357479022554 -0.00036097937834872099 -0.00062891894903646683 0.00014870312634399739 -0.00031845784777371073 -0.00038156493818276941 -0.00022434657332883422 0.0010810148311176633 0.00070340897440214598 0.0004218298100154335 4.1023798442475246e-05
leaf_weight=0.0010379745595949725 0.0010434567605393701 0.001238953832683992 0.0017418498188954111 0.0010050351848773708 0.0010059806488372986 0.001173424005986128 0.0010940627801711623 0.0010412030840374767 0.0011470383888470687 0.0010121635371506256
leaf_count=627 280 420 931 190 428 293 169 162 174 236
internal_value=0 5.01128e-05 -0.000174511 0.000128678 0.000196995 0.000332486 0.000479314 0.000211836 0.000743631 -0.000169623
internal_weight=0 0.0115032 0.0029808 0.00852236 0.00747891 0.00546076 0.00445573 0.00221463 0.0022411 0.00201814
internal_count=3910 3283 1351 1932 1652 988 798 455 343 664
is_linear=0
shrinkage=0.00196078


Tree=5121
num_leaves=9
num_cat=0
split_feature=11 159 49 15 0 133 1 160
split_gain=1.7063e-05 2.17621e-05 3.85586e-05 5.41786e-05 6.75812e-05 4.60442e-05 5.96908e-05 4.07621e-05
threshold=0.077330000000000024 0.090705000000000022 -0.006494999999999999 -0.11739999999999999 -0.10071499999999999 0.08493500000000001 0.088495000000000018 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -6 -1
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.018475014983262174 -0.012170982307478871 -0.012696164594963789 -0.013772876256406713 0.030595499695677819 0.023822822998538107 -0.013527072609977651 -0.00537172970274252 0.006229047364738876
leaf_weight=0.0014674081428537444 0.001054776761012466 0.00101197007544387 0.0010393102250720538 0.0013395345958001868 0.0016079713233833996 0.0010341684724699701 0.0012407044199098812 0.0012259000965734968
leaf_count=433 279 462 328 184 938 731 364 191
internal_value=0 0.00120393 0.00277473 0.00707826 0.0112279 0.00454626 0.0111075 -0.00723059
internal_weight=0 0.00996697 0.008955 0.00626169 0.00522238 0.00388284 0.00284868 0.00269331
internal_count=3910 3631 3169 2545 2217 2033 1302 624
is_linear=0
shrinkage=0.1


Tree=5122
num_leaves=9
num_cat=0
split_feature=49 42 1 43 43 16 52 2
split_gain=1.66208e-05 4.97346e-05 4.56981e-05 3.81628e-05 3.8226e-05 9.28938e-05 2.37415e-05 2.74038e-05
threshold=-0.045004999999999996 0.091955000000000023 0.10031000000000002 -0.17307499999999998 0.0016850000000000001 0.061570000000000007 -0.0066199999999999991 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.0039228137410539316 0.018542068624110449 -0.021555698039163448 0.023199338559671712 -0.011716910420691786 0.011715731097100132 -0.033076577645348521 -0.0055469810225874409 0.015109733913527776
leaf_weight=0.0015508514084168602 0.0010424812860728959 0.0011489404386585697 0.001036362647801706 0.0010630912241381273 0.0015086026690740145 0.0010324876431611731 0.0011473956832004802 0.001458698333924352
leaf_count=286 180 758 243 446 431 440 604 522
internal_value=0 -0.00222496 0.00694153 0.000837309 -0.00213468 -0.00657879 0.000877529 0.00601512
internal_weight=0 0.0084017 0.00258721 0.00725276 0.00621028 0.00470167 0.00366919 0.00260609
internal_count=3910 3381 529 2623 2443 2012 1572 1126
is_linear=0
shrinkage=0.1


Tree=5123
num_leaves=9
num_cat=0
split_feature=52 4 15 160 42 13 13 2
split_gain=1.93498e-05 4.35576e-05 3.62261e-05 3.19707e-05 3.81337e-05 3.85217e-05 6.38525e-05 2.44089e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -0.089024999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.083924999999999986 0.10510500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.0065124623597448408 -0.017123803048170134 0.028965662385862401 0.0030759261788533593 -0.016853145453721567 -0.011478364310143494 0.030379369646994114 -0.008102450297180595 0.011889939712562083
leaf_weight=0.0016657679466440087 0.0013308876144216969 0.0010000277716847913 0.0011760705129996584 0.0010827876972665249 0.00120250236784839 0.0010165280870562936 0.0013989465825996117 0.0010838069429919299
leaf_count=807 924 170 213 695 125 375 431 170
internal_value=0 0.00565759 0.0149736 -0.0031492 6.60114e-05 0.00396237 0.00926847 0.000624913
internal_weight=0 0.00384187 0.0021761 0.00711546 0.00578457 0.00470178 0.00349928 0.00248275
internal_count=3910 1190 383 2720 1796 1101 976 601
is_linear=0
shrinkage=0.1


Tree=5124
num_leaves=9
num_cat=0
split_feature=0 16 47 4 1 1 15 16
split_gain=1.88903e-05 4.50644e-05 3.64765e-05 5.00411e-05 5.62362e-05 9.08259e-05 6.32099e-05 3.63132e-05
threshold=-0.017269999999999997 0.22945500000000005 0.11603500000000001 0.25367000000000006 0.11215000000000001 0.095575000000000007 -0.0063699999999999989 -0.079209999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.021900166871142001 -0.0048861274519271056 0.022916760729516025 -0.020051598404421056 0.014914312248509207 -0.025275388818255657 0.026988295366525191 -0.0086303498299187074 0.017356756534818697
leaf_weight=0.0016008017586380562 0.0012680502318895811 0.0010790844341484196 0.0010126988971667266 0.0017626740305521429 0.0010494711976118919 0.0010055741111396075 0.001077026150840638 0.0010738212015842191
leaf_count=1084 277 169 168 396 177 262 727 650
internal_value=0 0.00789612 -0.0022278 0.000156833 -0.00432293 0.000299302 -0.00685429 0.00434384
internal_weight=0 0.00234713 0.00858207 0.00756937 0.00580669 0.00475722 0.00375165 0.00215085
internal_count=3910 446 3464 3296 2900 2723 2461 1377
is_linear=0
shrinkage=0.1


Tree=5125
num_leaves=9
num_cat=0
split_feature=43 12 12 484 1 13 2 52
split_gain=1.80594e-05 3.50057e-05 3.75153e-05 2.42371e-05 6.22196e-05 6.93036e-05 8.3566e-05 3.64538e-05
threshold=-0.053009999999999995 0.051320000000000005 0.093125000000000013 0.057010000000000005 0.11849500000000002 -1.0000000180025095e-35 0.098195000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -7
right_child=3 2 -4 -5 -6 7 -8 -9
leaf_value=0.019106047913652949 -0.044752659868073232 -0.014471207947227531 0.0095110486633446477 0.011297104830101202 0.016701945293425183 -0.012894621411807009 -0.0040791825147494199 0.0095948103948966575
leaf_weight=0.0012613118807912565 0.0010106858251280708 0.0011736952092765542 0.0014682212795296633 0.0010027072216582718 0.0010422662354738479 0.0012909732370942274 0.0010098521814036619 0.0016317691712332584
leaf_count=371 916 927 500 226 214 247 228 281
internal_value=0 0.0054002 -0.00114328 -0.00309159 -0.005502 -0.0101836 -0.0244243 -0.000338756
internal_weight=0 0.00390323 0.00264192 0.00698825 0.00598555 0.00494328 0.00202054 0.00292274
internal_count=3910 1798 1427 2112 1886 1672 1144 528
is_linear=0
shrinkage=0.1


Tree=5126
num_leaves=8
num_cat=0
split_feature=52 4 16 1 0 4 15
split_gain=1.83623e-05 3.94346e-05 3.08408e-05 6.02971e-05 5.72086e-05 8.02307e-05 2.87553e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -0.055679999999999993 0.079945000000000016 -0.11756999999999999 0.05309500000000001 -0.088379999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 -3
right_child=2 6 3 -5 5 -7 -8
leaf_value=-0.0061242582670269254 -0.011196275217573114 0.026230239069641639 0.0019116778275543415 -0.029977873407063566 -0.0037732977061148056 0.031246435441251552 0.003152529332637783
leaf_weight=0.0016428821422727188 0.0019805000205609337 0.0010560502502283686 0.0013331020243839877 0.0010678902741408146 0.0015268586067904409 0.0011446490521616673 0.0011047407563597915
leaf_count=807 339 182 493 324 1185 379 201
internal_value=0 0.00555299 -0.00306734 -0.0122719 0.00168329 0.0112315 0.0144314
internal_weight=0 0.00380367 0.007053 0.00240099 0.00465201 0.00267151 0.00216079
internal_count=3910 1190 2720 817 1903 1564 383
is_linear=0
shrinkage=0.1


Tree=5127
num_leaves=9
num_cat=0
split_feature=14 484 2 4 16 0 4 1
split_gain=1.73703e-05 3.93113e-05 4.26975e-05 8.74124e-05 6.09265e-05 3.94944e-05 4.13348e-05 3.44178e-05
threshold=-1.0000000180025095e-35 0.084225000000000008 0.10946500000000002 -0.08422499999999998 -0.071799999999999989 -0.089879999999999974 0.015635000000000003 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -5 -7
right_child=1 -3 4 5 -6 7 -8 -9
leaf_value=-0.012385132692665357 -0.025044494512988104 0.019417374404451213 -0.0042004655872514233 -0.022706207249506966 0.028961052509521343 0.022320629704423021 0.0033264233335911137 -0.0022211660235663499
leaf_weight=0.0010314462522054068 0.0016360811347484261 0.0010627858233226246 0.0012101827156331313 0.0010029708936095864 0.0010218493329724259 0.0012577800423107181 0.0015564269818673239 0.0010472124343895225
leaf_count=196 624 436 271 357 293 943 342 448
internal_value=0 0.00125818 -0.000951874 -0.00504929 0.0109812 0.00167587 -0.00687518 0.0111707
internal_weight=0 0.00979529 0.0087325 0.00650047 0.00223203 0.00486439 0.0025594 0.00230499
internal_count=3910 3714 3278 2714 564 2090 699 1391
is_linear=0
shrinkage=0.1


Tree=5128
num_leaves=9
num_cat=0
split_feature=0 1 2 3 12 2 2 12
split_gain=1.72232e-05 2.99721e-05 3.32182e-05 6.47608e-05 6.44366e-05 2.58884e-05 2.64772e-05 3.08988e-06
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.076695000000000013 0.097345000000000015 0.096750000000000017 0.11635500000000001 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -7 -2
right_child=7 2 3 5 -6 6 -8 -9
leaf_value=-0.013301566156643041 0.01208220732656802 -0.020994448279332365 0.027132399106582439 0.012101910372307253 0.011574162424059014 -0.017371738599718172 0.0046062076856316974 0.0043100701644799176
leaf_weight=0.001842336501496439 0.0010298823633633487 0.0015281409694443944 0.0011154657269729414 0.0010530466891801385 0.0010083228465855238 0.0011577330910864934 0.0010410513247341012 0.001016279374830406
leaf_count=1896 262 675 374 112 168 112 179 132
internal_value=0 -0.00196949 0.00105459 0.0063409 -0.00804742 -0.000791142 -0.00696591 0.00822197
internal_weight=0 0.0087461 0.00690376 0.0043673 0.00253646 0.00325183 0.00219878 0.00204616
internal_count=3910 3516 1620 777 843 403 291 394
is_linear=0
shrinkage=0.1


Tree=5129
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 150 1 3
split_gain=8.96688e-05 4.05743e-05 0.000100448 5.38096e-05 0.000154593 8.72521e-05 6.94803e-05 0.000117768 4.8936e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.0089749999999999986 0.082965000000000025 0.10113500000000002 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00056700342141217312 -0.00033340258169604474 -0.00066857966451387306 0.00065006532641179941 -0.00060806078532713091 0.00035415078888579031 0.0006415858297737307 0.00036482727995808549 0.00029728673411771905 -0.00020669986929161105
leaf_weight=0.0010090924060566541 0.0010056263524122313 0.0011011527635157422 0.0010634798118120048 0.0015966280183726796 0.0010736400461961767 0.0010019757701385159 0.0015723558844603653 0.0017215384303220045 0.0013000965708876858
leaf_count=627 151 677 152 659 641 155 383 329 136
internal_value=0 4.27387e-05 7.9002e-05 1.41691e-05 -0.000221182 0.000108008 1.41332e-05 -0.000119615 8.04401e-05
internal_weight=0 0.0114365 0.0104309 0.00936739 0.00267027 0.00669712 0.00569514 0.00412279 0.00302164
internal_count=3910 3283 3132 2980 1300 1680 1525 1142 465
is_linear=0
shrinkage=0.00196078


Tree=5130
num_leaves=9
num_cat=0
split_feature=11 16 2 4 0 0 16 1
split_gain=1.69415e-05 2.2591e-05 3.56086e-05 7.73502e-05 5.65152e-05 4.95021e-05 5.30606e-05 3.45847e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.13506999999999997 -0.06402999999999999 -0.096824999999999981 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -5 -8
right_child=-2 2 4 5 -6 -7 7 -9
leaf_value=-0.011399075119047837 -0.012220502333061607 -0.026022036500820408 -0.0040180228624653192 0.018101860480919968 0.027314660442805429 0.02251317480840238 0.0013675123455699322 -0.020430719777948924
leaf_weight=0.0012335803042889107 0.0010324001185378706 0.0010225298237113061 0.0010242676780273189 0.0010592730436097897 0.0013143812057025642 0.0011364934575511442 0.0017003672073149264 0.0012725820685578287
leaf_count=394 279 141 105 276 476 174 1575 490
internal_value=0 0.00124984 0.0030791 -0.000891891 0.0135918 0.00407962 -0.00111593 -0.0079633
internal_weight=0 0.00976347 0.00852989 0.00619125 0.00233865 0.00516872 0.00403222 0.00297295
internal_count=3910 3631 3237 2656 581 2515 2341 2065
is_linear=0
shrinkage=0.1


Tree=5131
num_leaves=9
num_cat=0
split_feature=150 151 4 0 4 4 4 15
split_gain=1.7268e-05 4.81715e-05 3.6247e-05 5.08766e-05 5.77788e-05 5.19639e-05 2.21748e-05 1.98626e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.27608500000000008 -0.11756999999999999 0.070230000000000015 -0.076854999999999993 -0.23071499999999998 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -2
right_child=7 2 -4 4 -6 -7 -8 -9
leaf_value=-0.021607873266210744 0.018297556548242628 -0.021129028060963662 0.017956000346788903 -0.0032244184119200828 0.022934257799193013 -0.020316708640867424 0.013931905767773076 -0.0013868197456706091
leaf_weight=0.0010932269956393029 0.0010012525755286076 0.0011411770121365411 0.0010643135893522873 0.0018151738239429206 0.0010687824754382945 0.0012407618416515448 0.0012879190437152101 0.0010503865159221387
leaf_count=360 172 258 312 269 171 1107 920 341
internal_value=0 -0.00197784 0.00083914 -0.00194057 0.00210504 -0.00301988 0.00389621 0.00821966
internal_weight=0 0.00871135 0.00761813 0.00655381 0.00541264 0.00434385 0.00310309 0.00205164
internal_count=3910 3397 3037 2725 2467 2296 1189 513
is_linear=0
shrinkage=0.1


Tree=5132
num_leaves=8
num_cat=0
split_feature=13 39 48 0 3 2 42
split_gain=1.77132e-05 4.79723e-05 6.13468e-05 5.91085e-05 7.91466e-05 5.81744e-05 6.95464e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11119000000000002 -0.17106499999999999 -0.074234999999999982 0.087005000000000013 0.085195000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.010684025266150312 0.01573057307058735 0.016537352372535476 -0.026579768089128084 -0.0039521537167198284 -0.024605623456003145 -0.013436411794712234 0.030986880789013023
leaf_weight=0.0013489588241180099 0.0016261433690071192 0.0012656758341088826 0.0010804719619970362 0.0012592531405286689 0.001608716461563625 0.0015044548505079602 0.0010404076344013022
leaf_count=210 169 419 140 660 600 1162 550
internal_value=0 -0.00157092 -0.00439368 -0.000988149 -0.00601085 0.00185266 0.0118549
internal_weight=0 0.00938512 0.00811945 0.00703898 0.00541283 0.00380412 0.00229966
internal_count=3910 3700 3281 3141 2972 2372 1210
is_linear=0
shrinkage=0.1


Tree=5133
num_leaves=8
num_cat=0
split_feature=12 3 4 47 150 1 0
split_gain=1.66833e-05 2.87527e-05 3.40559e-05 6.49791e-05 5.64711e-05 5.42419e-05 2.16095e-05
threshold=0.10852500000000001 0.13772500000000001 -0.08422499999999998 0.09252500000000001 0.086420000000000011 0.090355000000000005 -0.084394999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.012209223444688439 -0.01227974416832095 0.016363853909164158 -0.0061768012096675394 -0.016076319140511896 -0.010216725155331119 0.027084470503110289 0.013987832522515196
leaf_weight=0.0019827049582836114 0.0010068282934052901 0.0011133582829183563 0.0011304761935209849 0.0014359544602331187 0.0012821349378106268 0.0017423327114221431 0.0010029556989785081
leaf_count=718 319 225 766 305 320 538 719
internal_value=0 0.00124501 -0.000717626 0.00273778 0.00797561 0.0139938 0.00330287
internal_weight=0 0.00968992 0.00857656 0.00659385 0.0051579 0.00387576 0.00213343
internal_count=3910 3591 3366 2648 2343 2023 1485
is_linear=0
shrinkage=0.1


Tree=5134
num_leaves=10
num_cat=0
split_feature=484 15 12 124 151 42 1 16 4
split_gain=0.000114534 5.23915e-05 0.000160566 8.03658e-05 0.000109507 0.000102221 8.472e-05 0.000151777 0.000131165
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 -0.044604999999999992 0.08221500000000001 0.095575000000000007 -0.055679999999999993 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 8 -8 -6
right_child=1 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.00061287081841993551 -0.00036320664194554715 -0.00068953744515629805 0.00021525779633062772 -0.00028422892815461526 0.00063107411300358861 -9.1325672806246382e-05 0.0011833418500656336 0.00017206690226246978 -0.00031678459679431153
leaf_weight=0.0010742736371577811 0.0011015350545946012 0.0012981243632097584 0.0017992353943808396 0.0014440309582060031 0.0012296014063398533 0.0017315956067869218 0.0012792411952740643 0.001030032091220229 0.0010327047889651709
leaf_count=627 280 420 931 351 127 521 169 172 312
internal_value=0 5.55305e-05 -0.000163948 0.000132355 0.000202817 0.000314397 0.000468074 0.000732271 0.000198393
internal_weight=0 0.0119461 0.00309736 0.00884874 0.00774721 0.00630318 0.00457158 0.00230927 0.00226231
internal_count=3910 3283 1351 1932 1652 1301 780 341 439
is_linear=0
shrinkage=0.00196078


Tree=5135
num_leaves=9
num_cat=0
split_feature=484 15 12 124 42 151 1 1
split_gain=0.000107355 4.23377e-05 0.000117874 8.27941e-05 0.00011105 0.000123206 8.30161e-05 0.000125754
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.044604999999999992 0.10373000000000002 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.00060449637937537155 -0.0003927822505609922 -0.0006165967037596742 0.00017369506375639911 -0.00028700131264289573 -0.00020777821302786026 0.00061884182158210808 0.0007787298415109998 -0.00026739575192266749
leaf_weight=0.0010715223231529064 0.0010791667302778992 0.0012467822240795512 0.0017358522581029827 0.0010045839433310642 0.0019923584024158312 0.0014334240707195665 0.001933512637136473 0.0010788982366260885
leaf_count=627 280 420 931 190 664 337 279 182
internal_value=0 4.4403e-05 -0.000156658 0.000114773 0.000188366 0.000333174 0.000473309 0.000238254
internal_weight=0 0.0115046 0.00298263 0.00852194 0.00744278 0.00545042 0.00444583 0.00251232
internal_count=3910 3283 1351 1932 1652 988 798 519
is_linear=0
shrinkage=0.00196078


Tree=5136
num_leaves=9
num_cat=0
split_feature=484 4 2 1 150 3 2 12
split_gain=9.67097e-05 3.62292e-05 7.0194e-05 8.21079e-05 7.44175e-05 8.49807e-05 6.73614e-05 8.96091e-05
threshold=-1.0000000180025095e-35 -0.39075499999999991 0.10796500000000002 0.10828500000000001 0.085285000000000014 0.0021050000000000005 0.086130000000000012 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00057266606386013452 0.00030994560667370541 -0.00037717253176975095 -0.00070740344687325173 -1.8781014237529668e-05 -0.00036109351678461032 0.00058094078889704291 0.0004051111327423103 0.00032317404435928585
leaf_weight=0.0010673384076962398 0.0016843127271576287 0.0018748835352693088 0.0010125788530507204 0.0019433050341874699 0.0011113226286269262 0.0015836455976403268 0.0014081228144115551 0.0011231924266985735
leaf_count=627 224 920 288 370 277 158 901 145
internal_value=0 4.37971e-05 -7.76349e-07 -0.000254678 0.000104911 0.000191371 5.13545e-05 -0.000114796
internal_weight=0 0.0117414 0.0100571 0.00295588 0.00710117 0.00598984 0.0044062 0.00299808
internal_count=3910 3283 3059 658 2401 2124 1966 1065
is_linear=0
shrinkage=0.00196078


Tree=5137
num_leaves=9
num_cat=0
split_feature=484 15 12 124 42 151 1 3
split_gain=0.000109099 5.30527e-05 0.000113139 8.21287e-05 0.000113526 9.03235e-05 8.59154e-05 6.00986e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.0088999999999999982 0.095575000000000007 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.00061740439516278791 -0.0003928043480659894 -0.00062780459826625569 0.00014876715316510046 -0.00011789676758414049 -0.00020400003964398631 0.00018262423978687045 0.0010926989882467022 0.00044874436496906414
leaf_weight=0.0010333916277189747 0.0010274337237317173 0.0012456480736990595 0.0017134682415319142 0.0012528680942267955 0.0019772641526007214 0.0019667697629371659 0.0010289732508873182 0.0012153087926182354
leaf_count=627 280 420 931 208 664 441 197 142
internal_value=0 4.78777e-05 -0.000178133 0.000126851 0.000198601 0.000344293 0.000481804 0.000743989
internal_weight=0 0.0114277 0.00295912 0.00846862 0.00744118 0.00546392 0.00421105 0.00224428
internal_count=3910 3283 1351 1932 1652 988 780 339
is_linear=0
shrinkage=0.00196078


Tree=5138
num_leaves=8
num_cat=0
split_feature=0 1 2 3 12 151 12
split_gain=2.07827e-05 2.77265e-05 3.50654e-05 5.78627e-05 5.27741e-05 3.15829e-05 3.84184e-06
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 0.097345000000000015 -0.0088999999999999982 0.092475000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -2
right_child=6 2 3 5 -6 -7 -8
leaf_value=-0.013033469818703373 0.013306646656535154 -0.020324399989941649 0.024022533354314798 -0.014566885437465217 0.0092162510205311358 0.0064146179990199883 0.0046408806778919344
leaf_weight=0.0018513280236527041 0.001035880131067216 0.0015275161871965582 0.0012825223617547207 0.0011292123763786133 0.0010011002355253505 0.0019673687932045083 0.0010108029294406446
leaf_count=1896 262 675 404 137 168 236 132
internal_value=0 -0.00216558 0.000747105 0.00616114 -0.00862901 -0.00123659 0.00902685
internal_weight=0 0.00875905 0.00690772 0.0043791 0.00252862 0.00309658 0.00204668
internal_count=3910 3516 1620 777 843 373 394
is_linear=0
shrinkage=0.1


Tree=5139
num_leaves=8
num_cat=0
split_feature=14 15 16 2 48 42 16
split_gain=2.03579e-05 3.68044e-05 2.98278e-05 0.000114216 4.82584e-05 6.60136e-05 5.46681e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.092424999999999993 0.094010000000000024 0.085265000000000021 0.084100000000000022 0.15100500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.013413905375442778 0.015533968453406932 0.009808396812325211 0.015983361716276678 -0.035720849002996623 0.019142191324928046 -0.02258923905664828 -0.009302030424076178
leaf_weight=0.0010296862725698809 0.0015442346438102076 0.0011939206426330343 0.0018991889253190391 0.0010231911595324533 0.0013340569172361726 0.0012043599104936565 0.0015552745770075853
leaf_count=196 505 368 926 222 347 1074 272
internal_value=0 0.00137055 -0.00129347 -0.0112032 0.00237272 -0.00242923 0.00459933
internal_weight=0 0.00975423 0.00820999 0.00221711 0.00599288 0.00465882 0.00345446
internal_count=3910 3714 3209 590 2619 2272 1198
is_linear=0
shrinkage=0.1


Tree=5140
num_leaves=10
num_cat=0
split_feature=484 15 12 42 15 12 16 1 0
split_gain=9.84473e-05 4.40281e-05 0.000103334 7.05428e-05 6.75591e-05 0.000113222 8.29866e-05 8.87605e-05 5.29736e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 -0.038029999999999987 1.0000000180025095e-35 -0.072359999999999994 0.10498500000000001 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 -2 -5
right_child=1 2 -4 8 5 -7 -8 -9 -10
leaf_value=-0.00059070254610459375 -0.00013313268018213937 -0.00060421438923652436 0.00014645011710130455 -0.00050303977880005466 0.00084330848897516035 1.3828915531119443e-05 -0.00033608852265405254 0.00063781268070803798 0.00011497492397554724
leaf_weight=0.0010290594247023598 0.0010814799032599809 0.0012049774885335366 0.0016992974852754162 0.0010604884729274583 0.0013905275075625401 0.0011608333201670595 0.0013493085633137919 0.0012239618769340418 0.0010725347804428633
leaf_count=627 230 420 931 470 184 192 356 218 282
internal_value=0 4.29169e-05 -0.000164999 0.000115328 0.000221054 0.000465907 5.01241e-05 0.000276163 -0.000192287
internal_weight=0 0.0112434 0.00290427 0.00833913 0.00620611 0.00255136 0.00365475 0.00230544 0.00213302
internal_count=3910 3283 1351 1932 1180 376 804 448 752
is_linear=0
shrinkage=0.00196078


Tree=5141
num_leaves=9
num_cat=0
split_feature=0 42 4 49 47 51 1 12
split_gain=1.95096e-05 4.04127e-05 4.21564e-05 4.73238e-05 9.00397e-05 6.50501e-05 3.90451e-05 3.52643e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.06272999999999998 1.0000000180025095e-35 0.09252500000000001 0.084305000000000019 0.090820000000000012 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -2
right_child=7 2 3 -5 -6 -7 -8 -9
leaf_value=-0.01822874107683841 0.0190603492548552 -0.015684811190974621 0.011914632900147475 -0.013170170261180206 -0.017112217673389319 -0.003001352789548059 0.037390184373264468 -0.0057964630074451989
leaf_weight=0.0013366337175124135 0.0012929192622493338 0.0012840297352866743 0.0011066643865257121 0.0012221632626632402 0.0010293784420622493 0.001163304808277082 0.0013182604533276342 0.0010218247119769199
leaf_count=1005 297 753 417 525 209 161 394 149
internal_value=0 -0.00227316 0.000720571 0.00432773 0.00895898 0.0164382 0.0257639 0.00808751
internal_weight=0 0.00846043 0.0071238 0.00583977 0.00461761 0.00358823 0.00242492 0.00231474
internal_count=3910 3464 2459 1706 1181 972 811 446
is_linear=0
shrinkage=0.1


Tree=5142
num_leaves=10
num_cat=0
split_feature=11 3 1 13 52 47 15 3 4
split_gain=7.47944e-05 8.70131e-05 7.49985e-05 7.22515e-05 8.36807e-05 0.000109745 0.000147939 6.10035e-05 3.45507e-05
threshold=0.081005000000000008 -0.12008499999999998 0.088010000000000019 -0.084084999999999979 -0.072349999999999984 0.09252500000000001 -0.013439999999999999 -0.032959999999999996 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 -3 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
leaf_value=0.00048631246237228334 -0.00052508567172812701 -0.00050724167929829846 0.00053390923553679043 -0.0003335706448273759 0.00085632817733821188 -0.00031446356485456423 -0.00013815276023541135 0.00023356398010413357 -0.00025706686145571391
leaf_weight=0.0014059657030623058 0.0010200486965484682 0.0018336738989006857 0.0011893933298845732 0.001881478382965113 0.0013216264879619111 0.0011579684441102257 0.0010181687280918974 0.0010528295959893619 0.0011596537696491327
leaf_count=211 233 1878 346 319 198 146 330 67 182
internal_value=0 2.79337e-05 -3.27802e-05 9.65751e-05 -1.23003e-07 0.000179241 0.000423577 -0.000242779 -2.35959e-05
internal_weight=0 0.0120208 0.0106148 0.00656864 0.00537924 0.00349776 0.0023398 0.00404616 0.00221248
internal_count=3910 3677 3466 1339 993 674 528 2127 249
is_linear=0
shrinkage=0.00196078


Tree=5143
num_leaves=9
num_cat=0
split_feature=14 15 16 2 2 12 12 1
split_gain=1.73598e-05 3.36739e-05 2.58849e-05 9.52897e-05 4.3504e-05 5.64899e-05 5.01634e-05 6.6401e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.092424999999999993 0.094010000000000024 0.106285 0.093375000000000014 0.086865000000000012 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4
right_child=1 2 4 -5 -6 -7 -8 -9
leaf_value=-0.012390097133669252 0.014805902328656024 0.0085781918906715458 -0.017870103254529975 -0.033126294046688237 0.01747753167555844 -0.022904324587562891 0.022072912561948634 0.015177842292101779
leaf_weight=0.0010313910650373856 0.001542986154457319 0.0011940592557439539 0.0014668233398105364 0.0010123935223153872 0.0014093558742246416 0.0010558979026983068 0.0010267388525858089 0.001038357917415533
leaf_count=196 505 368 731 222 438 538 721 191
internal_value=0 0.0012527 -0.00129646 -0.0105572 0.00211071 -0.0026099 0.00345729 -0.00417225
internal_weight=0 0.00974661 0.00820363 0.00220645 0.00599717 0.00458782 0.00353192 0.00250518
internal_count=3910 3714 3209 590 2619 2181 1643 922
is_linear=0
shrinkage=0.1


Tree=5144
num_leaves=10
num_cat=0
split_feature=484 4 0 4 4 4 13 3 15
split_gain=0.000224967 6.02468e-05 0.000141696 6.94148e-05 7.41711e-05 5.96869e-05 5.91299e-05 9.82349e-05 9.14925e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 -0.034289999999999994 -1.0000000180025095e-35 -0.083329999999999987 -0.083514999999999992 -1.0000000180025095e-35 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 -8 -9
right_child=1 2 -4 4 6 -7 7 8 -10
leaf_value=-0.00088827638602171526 -0.00039391304826417854 -3.3492734622387421e-06 0.00074052367485568564 0.00051301429955687031 0.00033989923733164257 -0.00058934639286272199 -0.00051527322200657362 -0.0001573662755661028 0.00053871737350204372
leaf_weight=0.0010531284450556342 0.0010543338175438522 0.0016296086616055449 0.0011771114458104708 0.0014809971758180758 0.0016703306711376657 0.001132797128928306 0.0014371451684643279 0.0019244258950922963 0.001165745889470147
leaf_count=612 152 497 152 544 359 898 484 141 71
internal_value=0 5.48793e-05 9.56066e-05 2.28995e-05 0.000118792 -0.000243653 2.45883e-05 -9.17441e-05 0.000105226
internal_weight=0 0.0126725 0.0116182 0.0104411 0.00767864 0.00276241 0.00619765 0.00452732 0.00309017
internal_count=3910 3298 3146 2994 1599 1395 1055 696 212
is_linear=0
shrinkage=0.00196078


Tree=5145
num_leaves=9
num_cat=0
split_feature=484 15 12 124 42 151 1 16
split_gain=8.9625e-05 4.64081e-05 0.000105739 8.38057e-05 0.000102977 7.30554e-05 8.73976e-05 5.65767e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.0088999999999999982 0.095575000000000007 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.00056273756007371408 -0.00040440453660922317 -0.00060608003705108079 0.00014553039478498701 -8.6318070659251761e-05 -0.00019151144937834419 0.00015668118627642401 0.0010452163572679098 0.00041708636992486987
leaf_weight=0.0010158119748780491 0.0010313529850667488 0.0012288105507697153 0.0017367006181744746 0.0012410264520597994 0.0019726685523740383 0.0019840480094901448 0.0010774725034748409 0.0011289817467472934
leaf_count=627 280 420 931 208 664 441 166 173
internal_value=0 4.50772e-05 -0.000165912 0.00011925 0.000192192 0.000331548 0.000455301 0.00072382
internal_weight=0 0.0114011 0.00296551 0.00843555 0.0074042 0.00543153 0.0041905 0.00220645
internal_count=3910 3283 1351 1932 1652 988 780 339
is_linear=0
shrinkage=0.00196078


Tree=5146
num_leaves=9
num_cat=0
split_feature=484 1 42 3 2 2 48 4
split_gain=0.000105211 3.74147e-05 6.78413e-05 5.78072e-05 7.83269e-05 5.51058e-05 6.59893e-05 6.05423e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.100615 0.113945 0.089910000000000004 0.083775000000000002 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.0006172886638712154 0.00036761942944762846 0.00034847913041901696 -0.00043059581280127521 0.0002030419800787206 -0.00051070927623766309 1.0072318076512917e-05 0.00060106223107309325 -0.00040758724307805367
leaf_weight=0.0010009898967885114 0.0018916581827768354 0.0013807829594650019 0.0012112882905798731 0.0011088064594827404 0.0010556410538059479 0.0017768570050309498 0.0012286981839641975 0.0014285021503379907
leaf_count=627 384 310 612 604 185 417 172 599
internal_value=0 4.64887e-05 3.50722e-06 6.54405e-05 -2.11881e-05 7.20415e-05 0.000251674 -0.000140742
internal_weight=0 0.0110822 0.00970145 0.00849016 0.0065985 0.00554286 0.00300556 0.00253731
internal_count=3910 3283 2973 2361 1977 1792 589 1203
is_linear=0
shrinkage=0.00196078


Tree=5147
num_leaves=8
num_cat=0
split_feature=0 3 49 15 3 15 2
split_gain=1.74674e-05 2.86013e-05 3.43817e-05 5.85211e-05 4.94332e-05 4.84739e-05 3.3796e-06
threshold=1.0000000180025095e-35 -0.089974999999999986 -0.006494999999999999 -0.017214999999999998 0.10223 -0.050004999999999994 0.10325000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -2
right_child=6 2 3 -5 -6 -7 -8
leaf_value=-0.014131233968913076 0.012199114468403775 0.0036610556856037611 0.0082662758313417056 0.019131323178885638 -0.017786413195556135 -0.025275755445393601 0.0040788511323064172
leaf_weight=0.0015946215363898033 0.0010496354198095074 0.0012944192938651022 0.0016325884883535671 0.0019054131339858969 0.0013148790728157414 0.0010472779593544016 0.0010016325216415242
leaf_count=629 218 252 976 1149 169 341 176
internal_value=0 -0.00201432 0.0006713 0.00547335 -0.00335595 -0.00928036 0.008234
internal_weight=0 0.0087892 0.00719458 0.00485288 0.00294747 0.0023417 0.00205127
internal_count=3910 3516 2887 2294 1145 593 394
is_linear=0
shrinkage=0.1


Tree=5148
num_leaves=8
num_cat=0
split_feature=3 39 4 457 4 15 2
split_gain=1.69772e-05 4.67101e-05 5.38854e-05 4.57662e-05 5.29973e-05 6.1672e-05 6.11391e-05
threshold=0.13772500000000001 0.005105000000000001 -0.23071499999999998 0.082870000000000013 -0.083329999999999987 1.0000000180025095e-35 0.090815000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.02587435562767847 0.0097144967609574372 0.01613140687939681 0.014152380613571356 0.014925779256823186 -0.017028084954724129 -0.031102928290055329 0.0097140540367883204
leaf_weight=0.0010278988332543407 0.0015240256116799749 0.0012719203176009683 0.0011140074719417706 0.0013849642426910138 0.0017082492061310166 0.0010751371785245219 0.0017114435286276846
leaf_count=242 239 424 522 205 762 909 607
internal_value=0 -0.00167253 -0.00449553 -0.00135342 -0.00537317 -0.0102124 -0.00364453
internal_weight=0 0.00929362 0.0080217 0.0069938 0.00560884 0.00449483 0.00341969
internal_count=3910 3671 3247 3005 2800 2278 1369
is_linear=0
shrinkage=0.1


Tree=5149
num_leaves=8
num_cat=0
split_feature=0 1 15 15 16 0 12
split_gain=1.67823e-05 2.84436e-05 2.82228e-05 5.56509e-05 6.96889e-05 5.90635e-05 1.31382e-06
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.035895000000000003 -0.019749999999999993 -0.055679999999999993 -0.19631499999999999 0.092475000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2
right_child=6 2 -4 -5 -6 -7 -8
leaf_value=-0.012988860534912279 0.010604315646277559 -0.0072833995591258006 -0.012952874297329423 0.025042063774025236 -0.018281113313235051 0.020218811650271961 0.005529066252771722
leaf_weight=0.0018474429094080952 0.0010346123365739079 0.0014258740985104163 0.0012003867449657118 0.0010232271377821579 0.0015215828816455925 0.0017262723335037965 0.0010060262126045032
leaf_count=1896 262 131 514 184 371 420 132
internal_value=0 -0.00196908 0.000982552 0.00391884 -0.000705703 0.00777818 0.00810224
internal_weight=0 0.00874479 0.00689734 0.00569696 0.00467373 0.00315215 0.00204064
internal_count=3910 3516 1620 1106 922 551 394
is_linear=0
shrinkage=0.1


Tree=5150
num_leaves=10
num_cat=0
split_feature=484 1 42 15 4 52 1 3 52
split_gain=0.000108889 4.18954e-05 5.998e-05 6.45176e-05 0.000106889 7.14709e-05 5.76466e-05 0.000123847 9.7935e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 1.0000000180025095e-35 -0.083329999999999987 -0.081429999999999989 0.094890000000000016 0.11265500000000002 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00061248181136926117 0.00050282386251866229 0.00036443878449910622 -0.0003967816024091193 0.00019947304591021585 -0.00065601834049926091 -0.00052361586790516284 0.00070221181186198574 -0.00020532914824954111 0.00025962787827033652
leaf_weight=0.0010424887970754736 0.0017270336458759371 0.0014218161694990695 0.001251526810738572 0.001133039550098503 0.0011131994634169832 0.0013601906508334519 0.001186865856336258 0.0011271257993379583 0.0011184550936143669
leaf_count=627 555 310 612 413 551 373 199 87 183
internal_value=0 4.94675e-05 4.76236e-06 6.20916e-05 -0.000224495 0.00016083 3.75919e-05 0.000260156 -0.000170188
internal_weight=0 0.0114393 0.0100174 0.00876591 0.00224624 0.00651967 0.00479264 0.00231399 0.00247865
internal_count=3910 3283 2973 2361 964 1397 842 286 556
is_linear=0
shrinkage=0.00196078


Tree=5151
num_leaves=9
num_cat=0
split_feature=11 48 15 3 15 4 151 15
split_gain=1.71877e-05 2.32929e-05 3.13551e-05 8.75316e-05 5.61412e-05 4.49688e-05 2.93642e-05 1.71431e-05
threshold=0.077330000000000024 0.096835000000000018 -0.017214999999999998 0.10666500000000002 -0.089594999999999994 -0.076854999999999993 -0.0068399999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 7 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.01347737452284027 -0.012269870776186659 0.012832934944211028 -0.0043463771848298244 0.028042262361499034 -0.026919890630026568 -0.018718030079813555 -0.008428247493955732 0.013264095881886616
leaf_weight=0.0010171228611304264 0.0010418293609792901 0.0014722555646079936 0.0010326258356523955 0.0011878824811214338 0.0010776886697189932 0.0012353614788765278 0.0015361291007116365 0.0011895457322283385
leaf_count=151 279 339 126 89 645 737 632 912
internal_value=0 0.00124334 -0.0008183 0.00462336 -0.00778035 -0.00342252 0.000298157 0.00508065
internal_weight=0 0.00974861 0.00827636 0.00464542 0.00363094 0.00345753 0.00255325 0.00222217
internal_count=3910 3631 3292 1864 1428 1775 783 1038
is_linear=0
shrinkage=0.1


Tree=5152
num_leaves=9
num_cat=0
split_feature=484 1 42 3 2 2 48 4
split_gain=0.000107092 4.25423e-05 5.61095e-05 7.35735e-05 7.50447e-05 8.04565e-05 7.11843e-05 5.75144e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.100615 0.113945 0.089910000000000004 0.083775000000000002 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00060912322517073583 0.00040102221917132509 0.00037893796476053603 -0.00038540225771902149 0.00013282801634223053 -0.00050880339241193839 2.3102402885823183e-05 0.00063274832763298892 -0.00046568625158038178
leaf_weight=0.0010204674503261702 0.0019397440621116736 0.0013638890056482571 0.0012130514939210106 0.0011036607064609078 0.0010694936509833058 0.0018001585348659042 0.0012460602785679589 0.001400724632361159
leaf_count=627 384 310 612 604 185 417 172 599
internal_value=0 5.45368e-05 9.2639e-06 6.51937e-05 -3.32068e-05 5.84314e-05 0.000272479 -0.000201926
internal_weight=0 0.0111368 0.00977289 0.00855984 0.0066201 0.0055506 0.00304622 0.00250439
internal_count=3910 3283 2973 2361 1977 1792 589 1203
is_linear=0
shrinkage=0.00196078


Tree=5153
num_leaves=9
num_cat=0
split_feature=1 52 0 12 2 48 3 15
split_gain=1.78744e-05 3.88091e-05 4.97256e-05 6.57675e-05 5.6449e-05 4.47036e-05 3.65151e-05 2.74257e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.089570000000000025 0.089910000000000004 0.016865000000000002 -0.032959999999999996 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -4 -1
right_child=-2 -3 6 -5 5 -7 -8 -9
leaf_value=-0.023387543276731093 0.010524199676095448 -0.019786979914896159 0.0029766216690209593 -0.027661439760163151 -0.0044317066625059187 0.023617390779516665 0.026526082806539023 -0.00064117405645249198
leaf_weight=0.0010060632433218908 0.0013909446956173526 0.0010452950915248111 0.0018695898927342191 0.0010342757231524453 0.0010200064441717878 0.001282803211457734 0.0010163797519642079 0.0011203629123551458
leaf_count=471 331 580 727 525 252 175 214 635
internal_value=0 -0.00162205 0.000652074 -0.00495673 0.000345071 0.0111933 0.0112703 -0.011403
internal_weight=0 0.00939478 0.00834948 0.00546351 0.00442924 0.00230281 0.00288597 0.00212643
internal_count=3910 3579 2999 2058 1533 427 941 1106
is_linear=0
shrinkage=0.1


Tree=5154
num_leaves=8
num_cat=0
split_feature=49 42 52 1 0 457 0
split_gain=1.61763e-05 3.95132e-05 3.71903e-05 4.44271e-05 4.42894e-05 3.33349e-05 2.9465e-05
threshold=-0.045004999999999996 0.091955000000000023 -0.074484999999999982 0.087545000000000026 -0.15137999999999999 0.084715000000000013 -0.055084999999999988
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 6 -5 -1 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0028979791805639286 -0.012778871550356169 -0.019652293503375988 -0.016398603703924864 0.02889144897009116 0.0036778217397648843 0.020422162585619429 0.0055770173327737496
leaf_weight=0.0014475309715999848 0.001617084917848342 0.0011198846993016971 0.0012410255135646144 0.0010707903973343671 0.0019939995375378066 0.0010631745729437598 0.0012001870523812833
leaf_count=371 685 758 1227 117 514 158 80
internal_value=0 -0.00219098 0.000554271 0.00447015 0.0124871 0.00697709 -0.00559461
internal_weight=0 0.00824297 0.00712309 0.005506 0.00306479 0.00251071 0.00244121
internal_count=3910 3381 2623 1938 631 529 1307
is_linear=0
shrinkage=0.1


Tree=5155
num_leaves=10
num_cat=0
split_feature=484 133 484 150 2 2 15 42 3
split_gain=0.00011117 3.79265e-05 5.83356e-05 7.36716e-05 8.48956e-05 0.000110452 8.31377e-05 9.91717e-05 0.000118086
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 0.090695000000000012 0.10679500000000001 0.096540000000000015 -0.098459999999999978 0.085195000000000007 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00062972344414884715 -0.0002932711534150315 -0.00030319711785709334 -0.00035985407480855139 -0.00029415982723878919 -0.00014554874309982683 0.00089925252664375271 -0.00030069115308042064 0.00073603098836979544 0.00057891943726622345
leaf_weight=0.0010121957737659728 0.0010380558477211263 0.001067405976518397 0.0010197198328252268 0.0013215297934872665 0.0019796762453801698 0.0010531599892421939 0.0013347889953780208 0.0014526565479506767 0.0010470985868811069
leaf_count=627 232 516 327 259 480 248 683 470 68
internal_value=0 4.854e-05 8.51808e-05 0.000134364 0.000205999 0.000323444 0.000198989 0.00033225 8.59933e-05
internal_weight=0 0.0113141 0.0102467 0.00922697 0.00790544 0.00592576 0.0048726 0.00383454 0.00238189
internal_count=3910 3283 2767 2440 2181 1701 1453 1221 751
is_linear=0
shrinkage=0.00196078


Tree=5156
num_leaves=8
num_cat=0
split_feature=43 13 0 4 48 13 0
split_gain=1.82026e-05 4.07202e-05 5.37412e-05 3.49683e-05 5.18973e-05 9.57911e-05 6.60771e-05
threshold=-0.053009999999999995 0.17936000000000002 -0.077944999999999987 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.0038327543471415094 -0.018685688539653966 -0.011078262906019209 0.024145999393196779 -0.016246354227889583 -0.014814570659051835 0.005067551245357761 0.03725579566405629
leaf_weight=0.0012265043291571284 0.0011945424258013593 0.0010757690057593017 0.001559317881152108 0.0012923113065617005 0.0016507577812522756 0.0017578635281434996 0.0010008815164670578
leaf_count=1052 224 206 540 1127 307 170 284
internal_value=0 0.00544665 0.0118279 -0.00312843 0.000130851 0.00622093 0.0167455
internal_weight=0 0.00386159 0.00278582 0.00689636 0.00570181 0.00405106 0.00275875
internal_count=3910 1798 1592 2112 1888 1581 454
is_linear=0
shrinkage=0.1


Tree=5157
num_leaves=9
num_cat=0
split_feature=1 52 0 12 2 48 3 16
split_gain=1.51998e-05 3.62043e-05 3.90634e-05 4.81111e-05 4.739e-05 3.70389e-05 3.21023e-05 2.34677e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.089570000000000025 0.089910000000000004 0.016865000000000002 -0.032959999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -4 -1
right_child=-2 -3 6 -5 5 -7 -8 -9
leaf_value=-0.02075302846871141 0.009699320588372997 -0.019106066549609231 0.002349886482991424 -0.023814186765714021 -0.0040080445740648084 0.021583553070736727 0.024502255996349115 0.00035395097260182
leaf_weight=0.0010905607090189963 0.0013933474585394326 0.0010378227997273346 0.0018595456026955825 0.0010235106003752686 0.0010175411595756672 0.0012731362930714675 0.0010092130985430974 0.0010189395949252757
leaf_count=623 331 580 727 525 252 175 214 483
internal_value=0 -0.00149796 0.000705741 -0.0042859 0.000256506 0.0102155 0.010143 -0.0105578
internal_weight=0 0.00933027 0.00829245 0.00542369 0.00440018 0.00229068 0.00286876 0.0021095
internal_count=3910 3579 2999 2058 1533 427 941 1106
is_linear=0
shrinkage=0.1


Tree=5158
num_leaves=7
num_cat=0
split_feature=133 160 42 0 16 43
split_gain=1.82231e-05 8.52882e-05 4.13814e-05 5.26818e-05 9.2713e-05 5.20566e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 -0.055679999999999993 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.010670505372443219 -0.020119686865370787 -0.01419479287249592 -0.007463622535552202 0.029027670442495358 0.015055289581526014 -0.014346508824345525
leaf_weight=0.0013833923257715814 0.0019676419898166731 0.0011393574570545051 0.0018752058728321074 0.0019159601589644019 0.0011434150349554201 0.0012721775218387066
leaf_count=797 1041 530 188 633 394 327
internal_value=0 -0.00162964 0.00332288 0.00653854 0.0126003 -0.000429237
internal_weight=0 0.00931376 0.00734612 0.00620676 0.00433155 0.00241559
internal_count=3910 3113 2072 1542 1354 721
is_linear=0
shrinkage=0.1


Tree=5159
num_leaves=10
num_cat=0
split_feature=484 1375 124 13 4 3 51 1 16
split_gain=8.45164e-05 4.83802e-05 5.60528e-05 7.74506e-05 6.32588e-05 0.000120258 6.81501e-05 8.10493e-05 6.67448e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 -0.034289999999999994 -0.084014999999999992 -0.056469999999999992 0.094890000000000016 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -8 -9
right_child=1 2 3 4 6 -7 7 8 -10
leaf_value=-0.00054613624332341135 -0.00035405450714683735 -0.0003239281586272169 0.00063087252941482945 0.00014995601089328844 0.00059728369502142604 -0.00064042012763524411 -0.00029346219282280729 -3.685775749849272e-05 0.00066141519856243965
leaf_weight=0.0010343178990627295 0.0010849794456274263 0.001161343474180703 0.0010628568581718947 0.0019586427693230003 0.0012756956157855045 0.0011896739614333605 0.0014207101635998771 0.0010515125924828327 0.0010536571578213035
leaf_count=627 146 300 148 735 271 810 557 189 127
internal_value=0 3.95404e-05 8.15139e-05 0.000133757 6.72959e-05 -0.000148708 0.000208926 6.84152e-05 0.000312634
internal_weight=0 0.0112591 0.0101741 0.00901275 0.00794989 0.00314832 0.00480158 0.00352588 0.00210517
internal_count=3910 3283 3137 2837 2689 1545 1144 873 316
is_linear=0
shrinkage=0.00196078


Tree=5160
num_leaves=9
num_cat=0
split_feature=4 15 12 4 1 12 52 0
split_gain=1.52874e-05 5.63945e-05 3.22479e-05 4.05669e-05 5.80032e-05 5.98541e-05 8.06806e-05 6.73672e-05
threshold=0.24280000000000004 -0.14487999999999998 0.10129000000000001 0.055260000000000011 0.095575000000000007 0.088325000000000015 0.0033900000000000002 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0033569821769363762 0.022194016382381856 -0.0093225005633791984 -0.018555621535131867 -0.017374827508431442 0.018639926170728221 0.015392600808343452 0.012282004122510381 -0.039075707486475167
leaf_weight=0.0010461758445937128 0.0011955540347688887 0.0010812051700180684 0.00103324468989331 0.0011036218775759702 0.001789145097779137 0.0013041932023372524 0.00107358060594042 0.0010661212779594028
leaf_count=114 348 201 428 270 477 892 511 669
internal_value=0 0.00722721 -0.00200913 0.00030659 0.00341424 -0.0026527 -0.0100398 -0.021385
internal_weight=0 0.00227676 0.00841608 0.00738284 0.00627922 0.00449007 0.00318588 0.0021123
internal_count=3910 549 3361 2933 2663 2186 1294 783
is_linear=0
shrinkage=0.1


Tree=5161
num_leaves=11
num_cat=0
split_feature=484 42 160 15 15 15 0 12 13 2
split_gain=0.00015266 4.91847e-05 6.46348e-05 6.44551e-05 0.000120574 8.21946e-05 7.32965e-05 5.52673e-05 4.90118e-05 1.45151e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.095799999999999982 -0.14487999999999998 -0.021529999999999997 -0.10071499999999999 0.051320000000000005 -0.09547499999999999 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 -4 9 -7 -2 -8 -5
right_child=1 2 3 5 -6 6 8 -9 -10 -11
leaf_value=-0.00071971927465427736 0.00011284678080602134 -0.00032020025564651115 0.00034702082703034007 0.00042935670391705208 -0.00053600147039543 0.00055742339491133555 0.00025054968558458344 -0.00052169640280802856 -0.00026225573122231862 0.00075886713151271585
leaf_weight=0.0010838078248662638 0.0010026759593628101 0.001182602323727625 0.0011638136927771474 0.0010200322192313979 0.0012154089204111603 0.0010500557149033026 0.0012386243479905435 0.0011140784791267291 0.0017000981135637569 0.0010359882558525824
leaf_count=627 161 537 283 202 122 116 83 826 702 251
internal_value=0 4.94407e-05 0.000109057 0.000169319 -0.000104065 0.000276922 0.000112767 -0.000221122 -4.61165e-05 0.000595391
internal_weight=0 0.0117234 0.00960662 0.00842402 0.00237922 0.0060448 0.00398878 0.00211675 0.00293872 0.00205602
internal_count=3910 3283 2296 1759 405 1354 901 987 785 453
is_linear=0
shrinkage=0.00196078


Tree=5162
num_leaves=11
num_cat=0
split_feature=484 457 43 13 2 42 3 16 2 0
split_gain=9.17678e-05 4.94847e-05 7.42902e-05 7.43693e-05 6.55915e-05 6.4824e-05 6.73735e-05 6.83201e-05 8.64816e-05 0.000113847
threshold=-1.0000000180025095e-35 0.092330000000000009 -0.074254999999999988 -0.003375 0.084515000000000021 0.078965000000000021 -0.089604999999999976 -0.19424999999999998 0.11203000000000002 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 -8 9 -9
right_child=1 -3 5 -5 -6 -7 7 8 -10 -11
leaf_value=-0.0005646387392332213 0.00089979353820727993 -0.00036442584477669785 0.00048931569342698796 9.6128884071240716e-06 0.00021797054995029627 -0.000501163149391497 -0.00045625167549784583 0.00028694359810948111 0.00054247134239683223 -0.0005984591689974949
leaf_weight=0.0010321139935530249 0.0010294546323820772 0.0010334124673370528 0.0010393453791569893 0.0019002428890263568 0.0011466820228036361 0.0010086987831573503 0.0012413049664996901 0.0011694334179933384 0.0010675141476517032 0.0010684902479821275
leaf_count=627 298 145 301 415 450 758 184 107 141 484
internal_value=0 4.52653e-05 8.49405e-05 0.000293031 0.000540517 -4.36849e-05 3.89235e-05 -6.40322e-05 8.32596e-05 -0.000135789
internal_weight=0 0.0117046 0.0106712 0.00407638 0.00217614 0.00659479 0.00558609 0.00454674 0.00330544 0.00223792
internal_count=3910 3283 3138 1163 748 1975 1217 916 732 591
is_linear=0
shrinkage=0.00196078


Tree=5163
num_leaves=8
num_cat=0
split_feature=49 42 3 0 3 15 4
split_gain=1.59073e-05 3.82012e-05 4.79122e-05 0.000105473 4.64724e-05 3.70097e-05 3.41214e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -0.074249999999999997 -0.015794999999999997 -0.074174999999999977 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -6 -1
right_child=1 2 4 -5 5 -7 -8
leaf_value=-0.0063894989842954416 0.01339248131822676 -0.04114437094826813 0.018286219459281248 0.0044593142269004939 0.0051100254296517185 -0.014707154588453196 0.01717089408567286
leaf_weight=0.0010876768795820778 0.0013218448238144793 0.0010026175799093869 0.001101118786098549 0.0010262787500209458 0.0018355790717169843 0.0019367050310227958 0.0014135772026245617
leaf_count=305 529 1163 740 335 351 263 224
internal_value=0 -0.00218151 -0.00516405 -0.0180766 0.000211707 -0.00506419 0.0069256
internal_weight=0 0.00822414 0.0069023 0.0020289 0.0048734 0.00377228 0.00250125
internal_count=3910 3381 2852 1498 1354 614 529
is_linear=0
shrinkage=0.1


Tree=5164
num_leaves=8
num_cat=0
split_feature=14 160 13 1 4 1 47
split_gain=1.66654e-05 3.67197e-05 6.45402e-05 7.69419e-05 4.48887e-05 0.000109374 7.04782e-05
threshold=-1.0000000180025095e-35 -0.026849999999999995 -0.083514999999999992 0.08844500000000001 0.0057500000000000008 0.086560000000000012 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6
right_child=1 2 4 -5 6 -7 -8
leaf_value=-0.012194748283363749 0.0149079561370108 -0.0022656836575289502 -0.00037711212936183849 0.03278562581995461 0.014646602751464797 -0.040941907981266984 -0.018860665882528067
leaf_weight=0.0010226428858513973 0.001631394901729955 0.0016232843235290341 0.0016497191398300265 0.0010196316433351389 0.0016027456013340707 0.0011132089655874907 0.0010318864078243573
leaf_count=196 976 501 898 266 369 583 121
internal_value=0 0.00122891 -0.00154654 0.011257 -0.00781581 -0.016721 0.00152306
internal_weight=0 0.00967187 0.00804048 0.00264292 0.00539756 0.00276293 0.00263463
internal_count=3910 3714 2738 767 1971 1481 490
is_linear=0
shrinkage=0.1


Tree=5165
num_leaves=8
num_cat=0
split_feature=52 15 160 12 52 1 4
split_gain=1.60974e-05 5.64402e-05 3.6637e-05 3.5584e-05 5.64605e-05 6.41305e-05 7.3859e-05
threshold=-0.081429999999999989 -0.053579999999999996 0.043720000000000009 0.10214500000000001 0.091210000000000013 0.11052000000000002 0.05309500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.023913698644165277 -0.0064450951909994269 -0.0051919784143735293 -0.019150051344818637 -0.016091672602057502 0.019922390612937595 -0.023445180448914752 0.026230277748138714
leaf_weight=0.0011138164089470343 0.0019899540825728443 0.0016579963777761672 0.0011152314281749976 0.001095122265834028 0.0015424817936992219 0.0010796430337985685 0.0010603991614368908
leaf_count=464 1147 507 277 348 674 290 203
internal_value=0 0.00650375 -0.00235607 0.000411412 0.00359748 -0.00249959 0.0049139
internal_weight=0 0.00277181 0.00788283 0.0067676 0.00567248 0.00413 0.00305035
internal_count=3910 971 2939 2662 2314 1640 1350
is_linear=0
shrinkage=0.1


Tree=5166
num_leaves=8
num_cat=0
split_feature=157 160 133 2 16 2 52
split_gain=1.40213e-05 5.45992e-05 7.05225e-05 3.53189e-05 5.91251e-05 5.30831e-05 3.25371e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.15168999999999996 0.097940000000000013 -0.081429999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.010571175784759031 -0.01932969566402816 -0.022170494420431435 0.025750607913766484 -0.0080415964408282713 0.007949744595579086 0.021892684498829695 -0.013443906753431279
leaf_weight=0.0011135974015032074 0.0014259405829673841 0.0010583360994840451 0.0015550992053371465 0.0015081401501372297 0.0012460126944832805 0.0010599573361291907 0.0016553393441051838
leaf_count=517 856 847 234 352 292 212 600
internal_value=0 -0.00128863 0.00189408 0.00551971 0.00922726 0.00274065 -0.0042562
internal_weight=0 0.00950883 0.00808288 0.00702455 0.00551641 0.00396131 0.00290135
internal_count=3910 3393 2537 1690 1338 1104 892
is_linear=0
shrinkage=0.1


Tree=5167
num_leaves=10
num_cat=0
split_feature=484 1 42 3 2 3 12 3 15
split_gain=9.03355e-05 4.74523e-05 5.45897e-05 6.39622e-05 8.70988e-05 5.74453e-05 8.20133e-05 6.19993e-05 3.70998e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.100615 0.113945 0.10856000000000002 0.086935000000000012 -0.015794999999999997 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00055988191322538033 0.00037159591879843453 0.00039043637805979069 -0.00038311601211956492 0.00050360857381081441 -0.00054240406602573774 0.00041613023513984614 -0.00049653883543356156 0.00018676816405667382 -0.00034341028461411471
leaf_weight=0.0010189293327601016 0.0019326683667301526 0.0013796376334410084 0.001236413964848442 0.0010571640027482719 0.0010830783912195614 0.0013572802229456522 0.0011416032895288993 0.0010011399554821412 0.001029014206927607
leaf_count=627 384 310 612 531 185 90 867 107 197
internal_value=0 4.98872e-05 2.1319e-06 5.75061e-05 -3.3513e-05 6.51532e-05 -4.74936e-05 0.000118551 -8.19608e-05
internal_weight=0 0.011218 0.00983836 0.00860195 0.00666928 0.0055862 0.00422892 0.00308732 0.00203015
internal_count=3910 3283 2973 2361 1977 1792 1702 835 304
is_linear=0
shrinkage=0.00196078


Tree=5168
num_leaves=11
num_cat=0
split_feature=4 0 1 157 160 16 51 12 52 15
split_gain=5.93249e-05 9.18461e-05 7.27846e-05 5.69093e-05 9.1278e-05 3.91868e-05 6.83975e-05 8.83036e-05 6.36153e-05 3.54232e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062769999999999979 -1.0000000180025095e-35 -0.072804999999999981 0.077145000000000005 0.088055000000000008 -0.089799999999999977 0.08351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 6 7 -6 -7 -2
right_child=1 -3 3 4 5 8 -8 -9 -10 -11
leaf_value=-0.0004641305652397331 -0.00058829290747830878 0.00057627941711138825 0.00049479367268132296 -0.00049471074770980953 -0.00037494803620602635 0.00022654314735673378 0.00060525880305784484 0.00038416504150351011 -0.00045924882467163447 -8.0613506573272e-05
leaf_weight=0.0010020986592883746 0.0011131572158199063 0.0010835924213876856 0.0010175438537554414 0.0011943870820004749 0.0010978868789610755 0.0010527654296338849 0.0012108775632601646 0.0012714173706352642 0.0010276967088506948 0.0010059007282775777
leaf_count=176 1028 164 216 330 269 176 167 254 259 871
internal_value=0 3.40674e-05 -2.47354e-05 6.20895e-05 -2.14003e-06 0.000101792 0.000226156 3.24076e-05 -0.000112221 -0.000347301
internal_weight=0 0.0110752 0.00999163 0.00787257 0.00685503 0.00566064 0.00358018 0.0023693 0.00208046 0.00211906
internal_count=3910 3734 3570 1671 1455 1125 690 523 435 1899
is_linear=0
shrinkage=0.00196078


Tree=5169
num_leaves=11
num_cat=0
split_feature=484 1375 124 13 2 3 1 0 0 4
split_gain=0.000101152 4.53435e-05 5.34443e-05 8.45808e-05 4.63801e-05 6.45281e-05 0.000138444 5.7734e-05 0.000102045 1.09141e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.018779999999999995 -0.23438999999999996 0.090905000000000014 -0.115685 0.10498500000000001 -0.06402999999999999 -0.10575999999999998 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 -6 -7 8 -5 -10
right_child=1 2 3 4 5 6 -8 -9 9 -11
leaf_value=-0.0006011687576343704 -0.00033332291279774618 -0.00030595925685564284 0.00063274608038329887 0.00050548027029020948 0.00027430358642747401 -0.00081589186659910109 0.00015282409405352107 0.00055970538581305823 -6.4188199137405651e-05 -0.00035135917677753714
leaf_weight=0.0010181398170874918 0.0011049631275270267 0.0011893505968638392 0.0011509287860143715 0.0012280645547223042 0.0011312573714184859 0.0010620574073070964 0.0012173532088312474 0.0012154995361245901 0.0010008270893620505 0.0010350460622540235
leaf_count=627 146 300 160 150 213 700 183 160 831 440
internal_value=0 4.40249e-05 8.47815e-05 0.000136184 6.37501e-05 -0.000108535 -0.000298535 0.000194928 5.90845e-05 -0.000210187
internal_weight=0 0.0113353 0.0102304 0.00904103 0.00789011 0.00341067 0.00227941 0.00447944 0.00326394 0.00203587
internal_count=3910 3283 3137 2837 2677 1096 883 1581 1421 1271
is_linear=0
shrinkage=0.00196078


Tree=5170
num_leaves=8
num_cat=0
split_feature=133 160 13 2 4 47 0
split_gain=1.71173e-05 6.67827e-05 3.1739e-05 6.42946e-05 3.32581e-05 5.06426e-05 3.57239e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -0.083514999999999992 0.10488500000000002 0.0057500000000000008 0.09252500000000001 -0.074249999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -4
right_child=1 2 4 -5 5 -7 -8
leaf_value=0.010351258262937701 -0.017915930624957412 0.028339006119819311 -0.023537434034616923 -0.0059226439347107411 0.016793217942213869 -0.011403522193330263 0.00094307661396758342
leaf_weight=0.0013771656069765563 0.0019745958021548304 0.0012090959831236676 0.0010834272862022916 0.0010013136049728969 0.0016778166069823868 0.0010267761623835362 0.0013252417997906751
leaf_count=797 1041 334 676 161 311 105 485
internal_value=0 -0.00159458 0.00280596 0.0128185 -0.00152236 0.00608856 -0.0100683
internal_weight=0 0.00929827 0.00732367 0.00221041 0.00511326 0.00270459 0.00240867
internal_count=3910 3113 2072 495 1577 416 1161
is_linear=0
shrinkage=0.1


Tree=5171
num_leaves=10
num_cat=0
split_feature=484 1375 124 1 42 0 49 0 15
split_gain=7.50655e-05 4.13439e-05 5.16426e-05 9.29578e-05 7.08649e-05 7.76912e-05 5.09974e-05 6.26853e-05 5.70772e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.018779999999999995 0.12864500000000004 0.091955000000000023 0.039665000000000006 -0.0019649999999999997 -0.083424999999999985 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00052589324368237998 -0.0003324074638798383 -0.00031462820481493683 -0.00031282757122939951 0.00063723082241418636 -0.00041773705763464901 0.00053933907034915934 -8.6139929514269302e-05 -0.00025113415234453794 0.0004723995818839891
leaf_weight=0.0010042886063623595 0.0010792286795000246 0.0011859741947984536 0.0013674510632771556 0.0011674005129163082 0.0010980166786736887 0.0013568823105774182 0.0010958192804575379 0.0012338535036185171 0.001964379721669129
leaf_count=627 146 300 324 227 559 195 165 724 643
internal_value=0 3.29981e-05 7.06643e-05 0.000119884 4.54729e-05 0.000117941 1.69459e-05 0.000121963 0.000272394
internal_weight=0 0.011549 0.0104698 0.0092838 0.0081164 0.00701839 0.0056615 0.00429405 0.0030602
internal_count=3910 3283 3137 2837 2610 2051 1856 1532 808
is_linear=0
shrinkage=0.00196078


Tree=5172
num_leaves=8
num_cat=0
split_feature=484 1 43 12 1 151 3
split_gain=1.74557e-05 3.94677e-05 5.44284e-05 5.5582e-05 4.31801e-05 4.15752e-05 7.73589e-05
threshold=0.084225000000000008 0.12263000000000002 -0.15648499999999999 0.091475000000000015 0.10113500000000002 -0.0074049999999999993 -0.023079999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.014820928859150817 0.01068369703194314 0.012676561134786803 0.0079166438071834582 -0.023665215495079734 0.01220981662366368 0.00013856912198832594 -0.036137297364305009
leaf_weight=0.0012229944610348863 0.0013254217604080866 0.0016083236190980593 0.0010463564799418974 0.0017082296003986686 0.0013880811652815786 0.0013214051974477533 0.0010589725419506112
leaf_count=251 470 333 273 984 304 1089 206
internal_value=0 -0.00157842 -0.00453821 -0.00816782 -0.00266956 -0.00869681 -0.0159997
internal_weight=0 0.00935436 0.00774604 0.00652304 0.00481482 0.00342673 0.00238038
internal_count=3910 3440 3107 2856 1872 1568 1295
is_linear=0
shrinkage=0.1


Tree=5173
num_leaves=10
num_cat=0
split_feature=484 124 13 15 16 15 16 16 51
split_gain=9.34127e-05 4.02736e-05 9.2034e-05 5.93218e-05 9.67681e-05 9.57842e-05 7.60743e-05 5.84105e-05 9.95494e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.23438999999999996 -1.0000000180025095e-35 0.070590000000000014 -0.07142999999999998 -0.089864999999999987 -0.072359999999999994 0.083165000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 7 -5 8 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00057842113130827618 -0.00029957683809904911 0.0006070092230020767 -0.00020197682027677121 -0.00036617267889905747 -0.00068884181203984708 0.00057442786095772338 0.00028788379243315908 -0.00037352885455426891 0.0005973718563597177
leaf_weight=0.0010057077935617846 0.0011666379410502593 0.0011512550178045871 0.0013296258627779791 0.0011595115633054537 0.0010053346027021634 0.0014915646013524408 0.0016661345705207492 0.0011828545987705146 0.0010900824660742688
leaf_count=627 306 169 316 302 234 468 992 355 141
internal_value=0 4.5315e-05 8.52465e-05 1.7944e-05 -0.000166392 0.000156572 1.94899e-05 -1.64326e-05 0.000158131
internal_weight=0 0.011243 0.0100764 0.00892511 0.00383098 0.00509413 0.00282565 0.00360256 0.00241971
internal_count=3910 3283 2977 2808 1528 1280 1294 812 457
is_linear=0
shrinkage=0.00196078


Tree=5174
num_leaves=9
num_cat=0
split_feature=484 159 47 2 16 1 12 2
split_gain=8.12568e-05 3.98024e-05 6.1379e-05 5.8434e-05 0.000118708 0.000110737 7.62668e-05 3.06727e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 0.10436500000000001 0.10362500000000001 -0.11180499999999999 0.09112000000000002 0.088325000000000015 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -5
right_child=1 -3 -4 7 5 -7 -8 -9
leaf_value=-0.00053403113424087625 0.0006014971575376459 0.00036548690473452519 0.00033262703322029983 -0.00047476630126670088 -0.00013813172412660392 -0.00062939115129616568 0.00050728859975595979 -6.278866062393889e-05
leaf_weight=0.0010146463822881891 0.0011778873058709083 0.001317951339698799 0.001784242309167453 0.0016071596151972347 0.0019970762506634297 0.0011246813788522454 0.0010870407624151233 0.0012239394082088333
leaf_count=627 281 394 201 303 766 374 649 315
internal_value=0 4.51875e-05 2.98216e-06 -6.85902e-05 5.12774e-05 -0.000102709 8.93558e-05 -0.00029666
internal_weight=0 0.01132 0.010002 0.00821778 0.00538669 0.0042088 0.00308412 0.0028311
internal_count=3910 3283 2889 2688 2070 1789 1415 618
is_linear=0
shrinkage=0.00196078


Tree=5175
num_leaves=8
num_cat=0
split_feature=484 1 43 12 3 48 0
split_gain=1.42412e-05 3.23104e-05 4.43998e-05 4.72955e-05 5.49788e-05 4.35709e-05 3.28519e-05
threshold=0.084225000000000008 0.12263000000000002 -0.15648499999999999 0.088590000000000016 -0.015794999999999997 0.090530000000000013 -0.06402999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=0.013346952875905971 0.0096171908646242119 0.011437840515911998 0.01379318319734779 -0.032581311482605499 -0.018498503261789815 0.0069990832831295273 -0.0073172930796140644
leaf_weight=0.0012263400197197608 0.0013315968102803914 0.0016141569446452408 0.0015255445771042587 0.0010280624715185169 0.0019185476252841106 0.0010299885555266897 0.0010307458653673214
leaf_count=251 470 333 1009 1095 353 134 265
internal_value=0 -0.00143456 -0.00411241 -0.00738985 -0.00161802 -0.00959164 -0.0199328
internal_weight=0 0.00937339 0.00775923 0.00653289 0.00447408 0.00294854 0.00205881
internal_count=3910 3440 3107 2856 1496 487 1360
is_linear=0
shrinkage=0.1


Tree=5176
num_leaves=8
num_cat=0
split_feature=42 51 42 43 48 0 12
split_gain=1.5103e-05 3.20818e-05 3.88641e-05 4.91347e-05 5.31287e-05 5.26736e-05 4.70545e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.091955000000000023 -0.06705499999999999 0.086125000000000021 -0.15137999999999999 0.091405000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.0083607446095074773 -0.012544298148945272 0.025006738299047121 -0.013536237471059165 0.02816647012379719 -0.010651918032983494 -0.012360237383012578 0.016721972298529935
leaf_weight=0.0018170842274103953 0.0013502534986432769 0.0012399268033243321 0.0010611636163549891 0.0011135485627185872 0.0018675934252264073 0.0011644401965441387 0.0010653559722663434
leaf_count=1060 521 688 716 127 218 468 112
internal_value=0 0.00164718 0.00419803 0.00711531 0.0028581 0.0104048 0.00153471
internal_weight=0 0.00886228 0.00751203 0.00645086 0.00521094 0.00334334 0.0022298
internal_count=3910 2850 2329 1613 925 707 580
is_linear=0
shrinkage=0.1


Tree=5177
num_leaves=10
num_cat=0
split_feature=484 124 13 48 1 3 2 3 4
split_gain=0.000129453 5.66467e-05 0.000112507 6.85553e-05 8.31776e-05 7.11048e-05 0.000143122 0.000102659 1.9289e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.23438999999999996 0.11379500000000002 0.11198000000000001 -0.115685 0.096750000000000017 -0.078884999999999997 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=-0.00066375637033571689 -0.00035553855386486534 0.0006700307980712269 0.00034780142228155463 -0.00042035728763885279 0.00046368202779646032 -0.00036144489195447815 -0.00073086319815380022 0.00052410888451352722 0.00014822486740158277
leaf_weight=0.0010546694004666774 0.0011652330706447304 0.0011808511582744119 0.0015418569081471923 0.0011517506457406077 0.0017888887062657071 0.0013382982449621273 0.001170432464944323 0.0010347782343911247 0.0010651894740758483
leaf_count=627 306 169 279 125 256 1195 484 296 173
internal_value=0 5.41726e-05 0.000100649 2.66924e-05 9.15445e-05 -1.66917e-05 -0.000138634 6.29687e-05 0.000333445
internal_weight=0 0.0114373 0.010272 0.00909119 0.00793944 0.00615056 0.0046087 0.00343827 0.00209997
internal_count=3910 3283 2977 2808 2683 2427 2148 1664 469
is_linear=0
shrinkage=0.00196078


Tree=5178
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.68129e-05 4.4026e-05 3.2881e-05 6.59997e-05 6.98079e-05 7.51588e-05
threshold=1.0000000180025095e-35 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.016020093677602421 0.027009575445863944 0.0069548614202399302 -0.010356094688776928 -0.0085028694726355485 -0.01849722796800311 0.022243640396916883
leaf_weight=0.0018900976334669279 0.0011972390064949705 0.0014928169932094139 0.0015357374349345221 0.0014274663742935285 0.0013456390622365276 0.0017945001923545842
leaf_count=1899 266 93 583 133 412 524
internal_value=0 -0.00588168 0.00264647 0.00611031 0.000632293 0.00862165
internal_weight=0 0.00338291 0.00730058 0.00576484 0.00456761 0.00322197
internal_count=3910 1992 1918 1335 1069 657
is_linear=0
shrinkage=0.1


Tree=5179
num_leaves=11
num_cat=0
split_feature=484 52 52 2 13 43 4 2 2 15
split_gain=9.1748e-05 4.41493e-05 8.60163e-05 4.79351e-05 4.41308e-05 9.07247e-05 8.18919e-05 7.102e-05 4.95559e-05 2.73131e-06
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.12663500000000003 -0.083514999999999992 -1.0000000180025095e-35 -0.06272999999999998 0.086650000000000019 0.096970000000000015 -0.087994999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 7 -4 -6 9 -7
right_child=1 2 3 -5 5 8 -8 -9 -10 -11
leaf_value=-0.00057658899754964852 -0.00032877363938892259 0.00057621355717567681 -7.3631744392947484e-05 -0.00038548486900466864 -0.0007099106342073532 0.00042962655890095173 0.00061468188896249905 5.5846621930622811e-06 -0.00013404317186997821 0.00028607205536545003
leaf_weight=0.0010050000926585213 0.0011179449755045904 0.0011945420097171479 0.0013157665129716772 0.0010130372372982544 0.0010589506903976899 0.0010292977592916575 0.0013427078841633119 0.0010746345138866278 0.0012770677368649178 0.0010091472694121486
leaf_count=627 379 279 303 254 558 103 403 522 187 295
internal_value=0 4.1342e-05 8.14548e-05 1.66553e-05 6.69026e-05 -3.41412e-05 0.000274013 -0.000349533 0.000168819 0.000358559
internal_weight=0 0.0114331 0.0103152 0.00912061 0.00810757 0.0054491 0.00265847 0.00213359 0.00331551 0.00203845
internal_count=3910 3283 2904 2625 2371 1665 706 1080 585 398
is_linear=0
shrinkage=0.00196078


Tree=5180
num_leaves=11
num_cat=0
split_feature=4 0 43 43 160 14 133 47 4 15
split_gain=4.76024e-05 8.72185e-05 4.86117e-05 5.07696e-05 5.45909e-05 5.33892e-05 4.55174e-05 4.41071e-05 5.04377e-05 1.67799e-05
threshold=-0.49837999999999999 0.047345000000000005 0.0033500000000000005 -0.24333999999999997 0.087825000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.09252500000000001 -0.0082299999999999995 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00041368760660835853 -0.00038629530610400064 0.00055042020936390016 -0.00043109476395976223 -0.00026407231771239157 -0.00031387941756357571 0.000134178165908694 -0.00015866561017128026 -3.2610538883913751e-05 0.00077331181355059294 0.0004196967759713409
leaf_weight=0.0010019996491391426 0.0010465699207219499 0.0011245928091214311 0.0010197748156915076 0.0010667479755018631 0.0011982810552447687 0.0015520997782165003 0.0010423702648877809 0.0011994666831290591 0.0010646695846821051 0.0010009981778829956
leaf_count=176 195 164 652 134 336 725 920 188 203 217
internal_value=0 3.22097e-05 -2.49758e-05 2.01819e-05 7.2542e-05 0.000139394 0.000212846 0.000293235 0.000401268 0.000601954
internal_weight=0 0.0113156 0.010191 0.0091712 0.00812463 0.00692635 0.0058596 0.00481723 0.00361777 0.00206567
internal_count=3910 3734 3570 2918 2723 2387 2253 1333 1145 420
is_linear=0
shrinkage=0.00196078


Tree=5181
num_leaves=10
num_cat=0
split_feature=484 42 43 3 16 16 2 2 0
split_gain=9.67582e-05 4.01375e-05 7.43167e-05 0.000126326 6.23061e-05 0.000101574 7.38094e-05 6.96448e-05 4.18853e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.15737500000000001 -0.008069999999999999 0.089910000000000004 0.11230000000000001 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 -4 -8 -3
right_child=1 2 4 -5 -6 -7 7 -9 -10
leaf_value=-0.00058176215003420066 -0.0003248950447295565 -0.0001997392407461503 -0.00040018883632168513 0.00089944695815831889 -0.00040609670192070781 0.00058581558699156544 0.00040682500257144147 -0.00019473504804051254 0.00034139952780485818
leaf_weight=0.0010389235275221368 0.0010347338953716661 0.0011301509873933037 0.0016685157125477957 0.0010159789738600497 0.0013770888069786326 0.0011279599841598461 0.0015275091753389808 0.0014350912876965824 0.0010711357569490273
leaf_count=627 254 533 818 333 297 250 345 259 194
internal_value=0 4.33239e-05 8.01241e-05 0.000327536 -3.14188e-05 5.81728e-05 -7.03405e-05 0.000115428 6.35763e-05
internal_weight=0 0.0113882 0.0103534 0.00321727 0.00713616 0.00575908 0.00463112 0.0029626 0.00220129
internal_count=3910 3283 3029 1060 1969 1672 1422 604 727
is_linear=0
shrinkage=0.00196078


Tree=5182
num_leaves=8
num_cat=0
split_feature=52 52 160 12 15 43 16
split_gain=2.42304e-05 4.92133e-05 3.26586e-05 3.56406e-05 4.47463e-05 7.12144e-05 3.70346e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.043720000000000009 0.10214500000000001 -0.10192499999999999 -0.0037249999999999996 -0.074719999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.014884849023087263 0.016392702746571612 -0.0091612612129924036 -0.01774320277940741 -0.015762894842650501 -0.0061577423086731564 0.0089572465021521951 0.034418375391782781
leaf_weight=0.0010002495059698293 0.0017991672361747915 0.0018070180466487817 0.0011208503316918195 0.0011053202699233067 0.0016227052130192163 0.0011851669793139707 0.0011029264186143521
leaf_count=425 546 456 277 348 1196 404 258
internal_value=0 0.00145874 -0.00192353 0.000675196 0.00385287 0.00986616 0.0212302
internal_weight=0 0.00974315 0.00794399 0.00682314 0.00571782 0.0039108 0.00228809
internal_count=3910 3485 2939 2662 2314 1858 662
is_linear=0
shrinkage=0.1


Tree=5183
num_leaves=10
num_cat=0
split_feature=484 124 13 15 2 13 3 47 0
split_gain=0.000100679 3.95423e-05 0.00011997 5.56371e-05 0.000109376 0.000106438 0.000113283 8.92276e-05 8.43393e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.23438999999999996 -1.0000000180025095e-35 0.094010000000000024 -0.071149999999999977 -0.074234999999999982 0.09252500000000001 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 8 -4 -7 -8 -5
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.00058753088622408355 -0.00029248461249983197 0.00068201883502896638 -0.00037468235263859306 0.00036758114926548541 -0.00063776700220964687 0.00086988276278835927 0.00035088816577038786 -0.0003684040899009026 -0.00035352224988628765
leaf_weight=0.0010291565263766947 0.0011435290372001942 0.0011722495294362546 0.0011577999952150086 0.0015010796905882448 0.001257647550103041 0.0010050484822564276 0.0019649451394657723 0.0010007454693826113 0.0010667253760516253
leaf_count=627 306 169 549 513 377 346 290 95 638
internal_value=0 5.31393e-05 9.21696e-05 1.4947e-05 -0.000164014 0.000148437 0.00030097 0.00010817 6.80182e-05
internal_weight=0 0.0112698 0.0101262 0.00895399 0.00382545 0.00512854 0.00397074 0.00296569 0.00256781
internal_count=3910 3283 2977 2808 1528 1280 731 385 1151
is_linear=0
shrinkage=0.00196078


Tree=5184
num_leaves=8
num_cat=0
split_feature=52 52 1 1 4 1 4
split_gain=1.96477e-05 3.97725e-05 2.85744e-05 6.3189e-05 5.87603e-05 3.85102e-05 4.33888e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.088010000000000019 0.096035000000000023 -0.083329999999999987 0.11235500000000002 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 -7
right_child=1 2 3 5 -6 6 -8
leaf_value=-0.013394963882559141 0.014741437948623657 0.001679928024409044 0.022167150770395293 -0.016138803021616792 -0.026671249032155432 -0.009861448981178059 0.018865919569429696
leaf_weight=0.0010010582771208644 0.0017992814072836901 0.0018964938461823683 0.0012757442334989906 0.0014755231132656584 0.0011895920214979011 0.0010210197633364296 0.0010838922919277616
leaf_count=425 546 487 366 292 1299 179 316
internal_value=0 0.00131687 -0.0017244 0.0030572 -0.00924859 -0.00375186 0.00493127
internal_weight=0 0.00974155 0.00794227 0.00485618 0.00308609 0.00358044 0.00210491
internal_count=3910 3485 2939 1153 1786 787 495
is_linear=0
shrinkage=0.1


Tree=5185
num_leaves=11
num_cat=0
split_feature=484 4 0 15 42 15 160 1 0 12
split_gain=9.08246e-05 6.26778e-05 8.16615e-05 7.27552e-05 0.000170534 6.99654e-05 6.32413e-05 5.87933e-05 8.82655e-05 9.97785e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083815000000000014 -0.0089749999999999986 -1.0000000180025095e-35 0.095575000000000007 -0.18087499999999998 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -9 -10
right_child=1 2 -4 4 -6 -7 7 8 9 -11
leaf_value=-0.000553773985831836 -0.00040751291419779674 -0.00036347914736696357 0.00058176982281497977 -0.00059954687687493709 0.00040297636676442101 0.00060860190600427937 -0.00016276356334769831 -0.0001406854809829791 0.00097328217693358715 0.00012468334466936415
leaf_weight=0.001082143687366875 0.00109744165991913 0.0011361338412774298 0.0011357192388671529 0.0018124726978281883 0.0010191735797656616 0.0010194114270149412 0.0015586584692949081 0.001139315291061573 0.00103212295533508 0.0011009423220348282
leaf_count=627 151 477 152 695 605 155 527 101 284 136
internal_value=0 3.92352e-05 8.39935e-05 2.64135e-05 -0.000238716 0.00013387 5.27682e-05 0.000150659 0.000299944 0.000535294
internal_weight=0 0.0120514 0.0109539 0.00981823 0.00283165 0.00698658 0.00596717 0.00483104 0.00327238 0.00213307
internal_count=3910 3283 3132 2980 1300 1680 1525 1048 521 420
is_linear=0
shrinkage=0.00196078


Tree=5186
num_leaves=9
num_cat=0
split_feature=52 52 16 457 151 1 16 1
split_gain=1.61103e-05 3.36257e-05 3.01542e-05 3.55959e-05 5.14673e-05 5.82879e-05 4.23755e-05 1.86938e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.061570000000000007 0.069705000000000003 -0.0017399999999999998 0.10113500000000002 -0.089864999999999987 0.11593500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7
right_child=1 2 -4 -5 5 7 -8 -9
leaf_value=-0.012123436603330942 0.017321273642348513 -0.021392462620164365 -0.01300051081226565 0.017178265900449213 -0.020961448718287784 0.025501009080587767 0.0047130222696423613 0.0063086130470320113
leaf_weight=0.0010033205567501037 0.0011402800246286824 0.0010510984248183483 0.0016736862760950589 0.0012573925303326532 0.0011652880720023084 0.0010056655201887152 0.0014338828085527042 0.0010245200256755447
leaf_count=425 376 313 226 268 591 153 1269 289
internal_value=0 0.0011841 -0.000952671 0.00195375 -0.00141626 0.00311935 -0.00679763 0.0158157
internal_weight=0 0.00975181 0.00861153 0.00693785 0.00568045 0.00462936 0.00259917 0.00203019
internal_count=3910 3485 3109 2883 2615 2302 1860 442
is_linear=0
shrinkage=0.1


Tree=5187
num_leaves=10
num_cat=0
split_feature=484 42 43 3 484 16 0 4 16
split_gain=9.09762e-05 3.51158e-05 4.14719e-05 0.000125046 4.45694e-05 6.10738e-05 8.78993e-05 5.91762e-05 0.000123505
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.074254999999999988 -0.078669999999999976 0.085815000000000016 0.15737500000000001 -0.083674999999999986 0.0057500000000000008 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 -9
right_child=1 2 4 -5 -6 -7 -8 8 -10
leaf_value=-0.00057277591408210144 -0.00030503033328051362 -3.9080669307181616e-05 -0.00050432092524820948 0.00077191728456916305 0.00036731393442175576 -0.00048538175210451035 0.000479079745909818 -0.00038475492904972637 0.00049056185942479309
leaf_weight=0.0010083965289953986 0.0010166653069545563 0.001947525727878598 0.0011212535667302734 0.0011701337631724144 0.0010420419614313552 0.0011173604939896187 0.0012166922040483656 0.0012818659647079724 0.0011998341437145744
leaf_count=627 267 664 472 385 204 265 693 197 136
internal_value=0 4.23132e-05 7.72881e-05 0.000265307 -6.70296e-06 -7.23491e-05 2.34062e-05 -0.000130472 3.84368e-05
internal_weight=0 0.0111134 0.0100967 0.00311766 0.00697905 0.00593701 0.00481965 0.00360295 0.0024817
internal_count=3910 3283 3016 1049 1967 1763 1498 805 333
is_linear=0
shrinkage=0.00196078


Tree=5188
num_leaves=10
num_cat=0
split_feature=484 1375 124 13 4 3 48 51 0
split_gain=0.000120604 4.09229e-05 4.54537e-05 0.000104653 6.68288e-05 9.43167e-05 7.78634e-05 4.01927e-05 3.47156e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.018779999999999995 -0.23438999999999996 -0.034289999999999994 -0.084014999999999992 0.087035000000000015 -0.056469999999999992 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6 -9
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leaf_value=-0.00065274014032301673 -0.00031287775248998594 -0.00028164382743505817 0.00067429077494356301 9.046829990329873e-05 0.00062446889534387303 -0.00060970574941207752 -0.00023122111202511408 0.00042509769029133135 -5.8575739532056545e-05
leaf_weight=0.0010342122810580003 0.001099458297437828 0.0011530061987112426 0.0011879258743350074 0.001982612331519102 0.0012627919366808267 0.0011798366435016904 0.0012159559601205763 0.0011664358510229205 0.0011167729068550882
leaf_count=627 146 300 160 735 249 808 262 177 446
internal_value=0 4.66474e-05 8.51539e-05 0.000131566 5.02073e-05 -0.00017075 0.000196947 0.00034377 0.000188521
internal_weight=0 0.0113648 0.0102653 0.00911233 0.00792441 0.00316245 0.00476196 0.003546 0.00228321
internal_count=3910 3283 3137 2837 2677 1543 1134 872 623
is_linear=0
shrinkage=0.00196078


Tree=5189
num_leaves=10
num_cat=0
split_feature=484 47 52 42 51 12 2 48 2
split_gain=0.000114586 3.26343e-05 4.49467e-05 4.0363e-05 0.000106326 7.27396e-05 9.25472e-05 9.09018e-05 6.03507e-05
threshold=-1.0000000180025095e-35 0.10436500000000001 0.11401500000000002 -1.0000000180025095e-35 -0.07742499999999998 0.088325000000000015 0.086915000000000006 0.087235000000000021 0.10217500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -7
right_child=1 -3 -4 4 5 8 7 -9 -10
leaf_value=-0.00063163746503031265 -0.00024931954291504215 0.00027914200834861544 -0.00038548458962158659 -0.00045089907456543265 -0.00039002830586389671 0.00075750071276193198 0.00060605262694379814 -0.00016008968547171206 0.00012044552155446672
leaf_weight=0.0010356353180349985 0.0014526970306529803 0.0019684233254730855 0.0010277415198642033 0.0011005314940565744 0.001262160687710985 0.0013266446440082999 0.0013387852506101302 0.0010722940111505337 0.0010047129147800551
leaf_count=627 853 219 492 359 432 375 280 132 141
internal_value=0 4.91827e-05 1.95995e-06 4.84896e-05 0.000109379 0.000212068 4.0137e-05 0.000265321 0.000482958
internal_weight=0 0.011554 0.00958557 0.00855783 0.00710513 0.0060046 0.00367324 0.00241108 0.00233136
internal_count=3910 3283 3064 2572 1719 1360 844 412 516
is_linear=0
shrinkage=0.00196078


Tree=5190
num_leaves=8
num_cat=0
split_feature=13 48 0 2 42 43 0
split_gain=1.62985e-05 4.04542e-05 4.20626e-05 4.30065e-05 3.08476e-05 0.000107683 2.34362e-05
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.090050000000000005 0.085195000000000007 -1.0000000180025095e-35 -0.074249999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=0.010129405196985786 0.01531299100304169 -0.018831149258821563 -0.021288030280020853 -0.023559459074044609 0.015888811434713553 0.01955925507165571 -0.0044524775414395371
leaf_weight=0.0013679914251069287 0.0016314424902889244 0.0011846479386507557 0.0014050612957349086 0.0011136363945273102 0.0013997050934049316 0.0011936923917873412 0.0015156396669031502
leaf_count=210 181 187 877 680 866 279 630
internal_value=0 -0.00154965 0.000929104 -0.00261154 0.00392061 -0.00252554 -0.0125453
internal_weight=0 0.00944383 0.00825918 0.00662773 0.00399846 0.00259875 0.00262928
internal_count=3910 3700 3513 3332 2022 1156 1310
is_linear=0
shrinkage=0.1


Tree=5191
num_leaves=9
num_cat=0
split_feature=43 133 42 15 3 15 16 3
split_gain=1.46793e-05 4.36001e-05 6.05528e-05 5.06423e-05 7.02475e-05 6.74178e-05 0.000116119 3.11673e-05
threshold=0.14198000000000002 1.0000000180025095e-35 0.091145000000000018 0.079360000000000014 -0.10140999999999999 -0.017214999999999998 -0.055679999999999993 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.022747536500413654 0.011238260664807116 -0.01682130127531074 0.022561927565968629 -0.021981937744013198 -0.012499685709361941 0.014933047388003703 -0.039872608153761542 0.010690463845438654
leaf_weight=0.0012508707377080902 0.001038214395633342 0.0015213442116215449 0.0011809722711454773 0.001066331410480249 0.0010215261242753589 0.0013552000707284084 0.0010089945449521208 0.0013395043142836558
leaf_count=267 300 1396 385 635 210 240 277 200
internal_value=0 -0.00126987 0.00160717 -0.00190682 0.00167524 -0.00390305 -0.0114777 0.000656987
internal_weight=0 0.00974474 0.0082234 0.00704243 0.0059761 0.00472523 0.00337002 0.00236103
internal_count=3910 3610 2214 1829 1194 927 687 410
is_linear=0
shrinkage=0.1


Tree=5192
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 52 0 0
split_gain=1.61012e-05 2.06042e-05 7.45503e-05 7.43116e-05 5.41844e-05 3.25721e-05 2.74173e-05 2.49709e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.0033900000000000002 -0.23029999999999998 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0011962360625007251 -0.012012252097379016 0.00053253220889402009 0.02213481388293146 -0.028997753050715582 0.017894047640916563 0.0083404581902815009 -0.019111223650325471 0.020690548438660236
leaf_weight=0.0010190053690625088 0.0010202618431649326 0.0011602631579095556 0.0011597191993744649 0.0011061635606734177 0.0012300526453671787 0.0011440777500319136 0.0018330135156049703 0.0010672274597207116
leaf_count=300 279 102 387 329 432 1000 975 106
internal_value=0 0.00119306 -0.00121397 -0.00539683 -0.000532939 -0.00601136 -0.0114969 0.0100001
internal_weight=0 0.00971952 0.00763329 0.00647357 0.00536741 0.00413735 0.00299328 0.00208623
internal_count=3910 3631 3225 2838 2509 2077 1077 406
is_linear=0
shrinkage=0.1


Tree=5193
num_leaves=8
num_cat=0
split_feature=16 15 133 1 48 1 1
split_gain=1.61337e-05 5.84947e-05 4.89919e-05 5.77866e-05 5.90313e-05 4.44592e-05 7.3897e-05
threshold=0.10994000000000002 -0.0039399999999999991 0.083815000000000014 1.0000000180025095e-35 0.086065000000000016 0.088860000000000008 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.021677283120057639 0.010706271338445662 -0.017838064327181147 0.021203284357710919 0.028607486834153557 -0.011096353604169489 -0.011042951863503514 0.023311854008425378
leaf_weight=0.0011213789546839761 0.0012046623208083708 0.0017768187137106664 0.0011702128765496179 0.0010076052985219268 0.0018766303131485932 0.001449294180927979 0.0011023326513482498
leaf_count=955 403 282 1065 250 270 427 258
internal_value=0 -0.00630477 0.002355 -0.00100869 0.00325509 0.010822 0.00379873
internal_weight=0 0.00298148 0.00772745 0.00655724 0.00543586 0.00355923 0.00255163
internal_count=3910 685 3225 2160 1205 935 685
is_linear=0
shrinkage=0.1


Tree=5194
num_leaves=11
num_cat=0
split_feature=484 42 43 3 49 47 4 15 48 0
split_gain=0.000103735 3.64528e-05 5.52594e-05 0.000129095 5.11359e-05 0.000118354 9.93126e-05 0.000104004 5.87794e-05 4.47202e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.093425000000000022 0.077735000000000012 -0.23071499999999998 1.0000000180025095e-35 0.084260000000000015 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 -4 8 -8 -3
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00059937867808589507 -0.00030901723188196206 -0.00024342384152445691 -0.00046285183294977981 0.0008752893065718248 0.00038787977063648967 -0.00069443048012655831 0.00070380828314801328 -0.00022341796085060807 9.0767517176716187e-05 0.00031333440706554286
leaf_weight=0.001042064100495948 0.0010078005957182496 0.0011299698458243539 0.0011681796107969782 0.0010106467112685519 0.0010367525741185818 0.0010150786005333661 0.0013786274124320591 0.0014709025143313115 0.0010665007852816817 0.0010894291248201046
leaf_count=627 254 533 167 333 254 148 348 894 158 194
internal_value=0 4.6992e-05 8.16035e-05 0.000294393 -1.47131e-05 -8.31455e-05 3.88994e-05 0.000188575 0.000436416 2.98703e-05
internal_weight=0 0.0113739 0.0103661 0.00323005 0.00713604 0.00609929 0.00508421 0.00391603 0.00244513 0.0022194
internal_count=3910 3283 3029 1060 1969 1715 1567 1400 506 727
is_linear=0
shrinkage=0.00196078


Tree=5195
num_leaves=9
num_cat=0
split_feature=11 3 15 3 43 16 2 0
split_gain=1.37021e-05 2.15962e-05 3.44875e-05 0.000142028 4.21197e-05 3.29142e-05 6.14864e-05 7.12601e-05
threshold=0.077330000000000024 -0.10628499999999998 0.085120000000000015 -0.075954999999999981 -0.06705499999999999 -0.19424999999999998 0.11260500000000001 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.013052817182811378 -0.011096358969486075 -0.038381271759906452 0.01376767114223902 0.018145904956072909 -0.017515523328498678 0.014162857501194424 0.021969884222094727 -0.020139607281219701
leaf_weight=0.0013084199675131745 0.0010171061118229652 0.0010053696595237992 0.0013672016242730397 0.0013020462954383633 0.0010783241969148007 0.0010165452198369633 0.0011115550611081318 0.0014981445518623719
leaf_count=247 279 1121 1078 388 207 78 183 329
internal_value=0 0.00110447 -0.00076128 -0.00359415 0.00222842 -0.00217693 0.00238425 -0.00627308
internal_weight=0 0.00968761 0.00837919 0.00701198 0.00600662 0.00470457 0.00362624 0.00251469
internal_count=3910 3631 3384 2306 1185 797 590 407
is_linear=0
shrinkage=0.1


Tree=5196
num_leaves=8
num_cat=0
split_feature=50 4 12 150 52 3 15
split_gain=1.49833e-05 3.65268e-05 5.74264e-05 5.32565e-05 5.92776e-05 7.42971e-05 8.22671e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.086420000000000011 0.086950000000000013 -0.089974999999999986 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.023645090870347357 -0.011449315871848357 0.017205219147657925 -0.010223778548143176 -0.016849773575293176 -0.011606074480717892 0.0029083734215266293 0.03385851464073588
leaf_weight=0.0010025011240583498 0.0010408207637193695 0.0012393327182600089 0.0011903616537085882 0.0012611653251572335 0.0014933199509874978 0.0016763893550707136 0.0017609612421521518
leaf_count=270 689 396 447 259 757 573 519
internal_value=0 0.00118099 -0.00118753 0.00186221 0.00571758 0.0113078 0.0187642
internal_weight=0 0.00962403 0.0083847 0.0073822 0.00612103 0.00462771 0.00343735
internal_count=3910 3221 2825 2555 2296 1539 1092
is_linear=0
shrinkage=0.1


Tree=5197
num_leaves=8
num_cat=0
split_feature=49 42 52 0 16 1 160
split_gain=1.47915e-05 4.55636e-05 4.12919e-05 3.26392e-05 6.19832e-05 6.5706e-05 2.94815e-05
threshold=-0.047894999999999993 0.091955000000000023 -0.074484999999999982 -0.15137999999999999 -0.055679999999999993 0.090355000000000005 0.069910000000000014
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0030967151634725713 -0.012521469232617858 -0.020814628579144862 0.018411984944058695 -0.0050932876750194207 -0.012743253139723958 0.029451594252684999 0.019603154218241187
leaf_weight=0.0012832940972313275 0.001738179243821838 0.001115932316772616 0.0013890070995493829 0.0011113168209075292 0.0018674988983655195 0.0010912720927143548 0.0010324391577229987
leaf_count=332 688 764 187 946 556 264 173
internal_value=0 -0.00201324 0.000901905 0.00517592 0.000658815 0.012022 0.00702372
internal_weight=0 0.00831321 0.00719727 0.00545909 0.00407009 0.00220259 0.00231573
internal_count=3910 3405 2641 1953 1766 1210 505
is_linear=0
shrinkage=0.1


Tree=5198
num_leaves=10
num_cat=0
split_feature=158 1375 50 156 42 43 13 2 12
split_gain=3.8872e-05 4.61532e-05 5.65922e-05 5.97493e-05 5.14166e-05 7.40185e-05 5.20866e-05 4.88221e-05 1.39975e-05
threshold=0.080045000000000019 -1.0000000180025095e-35 0.088425000000000017 0.084090000000000012 -1.0000000180025095e-35 -0.074254999999999988 -0.071149999999999977 0.097940000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 -9
right_child=-2 2 -4 -5 5 7 -8 8 -10
leaf_value=-0.00035694703624142017 -0.0003753641196439119 -0.00012853692108065492 -0.00035577282940174755 -0.00028932875122864628 0.00025331052123721758 -0.00012813616628000877 0.00087977345841664582 0.00016337984612438403 0.00047968047085351358
leaf_weight=0.0010791753139208554 0.0010036574359551667 0.0015786789709901555 0.0010680611741205109 0.001173292693364276 0.0010021054771141634 0.0017802087803393779 0.0010396395171238669 0.0011579293029791483 0.0010045806478369151
leaf_count=173 472 718 654 416 360 601 169 195 152
internal_value=0 2.79189e-05 7.02809e-05 0.000122368 0.000186235 0.000269271 0.0005723 0.000112347 0.000310315
internal_weight=0 0.0108837 0.0098045 0.00873644 0.00756314 0.00598446 0.00204174 0.00394272 0.00216251
internal_count=3910 3438 3265 2611 2195 1477 529 948 347
is_linear=0
shrinkage=0.00196078


Tree=5199
num_leaves=10
num_cat=0
split_feature=484 133 52 52 13 15 13 15 47
split_gain=9.50094e-05 3.61482e-05 5.10331e-05 6.61998e-05 4.84038e-05 7.16758e-05 0.000117731 8.07169e-05 3.07341e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 0.00079000000000000012 -0.074174999999999977 -0.09547499999999999 -0.10192499999999999 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00058319301995459394 -0.00034050461789393512 -0.0002998056418859579 0.00058488848289898587 0.00018600975931365072 0.00033500403696788862 0.00027911276621420892 -0.00054157409028072795 0.00059134618912142379 -0.00029930348191036112
leaf_weight=0.0010141942405594651 0.0010000710334020059 0.0010657150507369781 0.0010674659449588448 0.0010052352199365264 0.0019378544193672581 0.0010554521425072158 0.0018499757214891555 0.0011724994464836799 0.0010015364807737608
leaf_count=627 334 516 257 269 370 157 972 272 136
internal_value=0 4.36334e-05 7.99074e-05 0.000126161 6.51231e-05 -2.08286e-05 -0.000243444 0.000182612 -5.61996e-05
internal_weight=0 0.0111558 0.0100901 0.00909002 0.00802255 0.0060847 0.00290543 0.00317927 0.00200677
internal_count=3910 3283 2767 2433 2176 1806 1129 677 405
is_linear=0
shrinkage=0.00196078


Tree=5200
num_leaves=9
num_cat=0
split_feature=484 3 1 2 3 2 3 15
split_gain=0.00010212 4.61297e-05 5.0367e-05 7.58494e-05 6.42356e-05 8.51867e-05 5.58296e-05 4.86288e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.10113500000000002 0.10362500000000001 -0.069909999999999986 0.091025000000000009 0.090325000000000003 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -4 -8
right_child=1 2 6 -5 5 -7 7 -9
leaf_value=-0.00060841968714842 0.00031783108658827076 -0.00031818103606556282 0.00044663582161710424 -0.00061748869575529389 -0.00015842808273604188 0.00056640591544569643 0.00023449794686796906 -0.00033316898352397527
leaf_weight=0.0010120217330168496 0.0019288025399508595 0.0017034180864454003 0.001520101646398664 0.0010317635499233133 0.0013544578803724669 0.0011549353192666799 0.0012149130911055627 0.0011105125889701482
leaf_count=627 362 1524 426 310 210 160 171 120
internal_value=0 4.24136e-05 -1.60264e-05 -0.000141007 -2.43109e-05 0.000175173 0.000154423 -3.65928e-05
internal_weight=0 0.0110189 0.0090901 0.00524457 0.00421281 0.00250939 0.00384553 0.00232543
internal_count=3910 3283 2921 2204 1894 370 717 291
is_linear=0
shrinkage=0.00196078


Tree=5201
num_leaves=8
num_cat=0
split_feature=0 4 49 16 1 15 52
split_gain=1.82934e-05 4.3497e-05 2.22466e-05 5.33381e-05 7.63665e-05 7.19471e-05 7.9136e-05
threshold=1.0000000180025095e-35 -0.48072499999999996 1.0000000180025095e-35 -0.11180499999999999 0.11183500000000002 1.0000000180025095e-35 -0.07984999999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.014252854548540035 -0.0065361066428832638 0.022506535415985008 -0.012994981077131909 0.029312696778677733 -0.025452558095475954 -0.017931713819696479 -0.0059452194518259116
leaf_weight=0.0019710585224227226 0.0010031529521159956 0.0010612346013733004 0.0015362981469428704 0.0012786328824239239 0.0013558262508813509 0.0012011439709116558 0.0012677785200523391
leaf_count=492 187 207 809 306 246 1261 402
internal_value=0 0.00839377 -0.0020876 0.000281061 -0.00511521 0.00224263 0.0117589
internal_weight=0 0.00206439 0.00861074 0.00707444 0.00510338 0.00374756 0.00254641
internal_count=3910 394 3516 2707 2215 1969 708
is_linear=0
shrinkage=0.1


Tree=5202
num_leaves=10
num_cat=0
split_feature=158 50 156 1375 15 2 1 16 16
split_gain=3.30674e-05 6.20209e-05 6.0502e-05 5.77729e-05 3.83849e-05 6.86879e-05 6.85775e-05 6.37108e-05 5.84156e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084090000000000012 -1.0000000180025095e-35 -0.076594999999999983 0.096540000000000015 0.089825000000000002 0.20277000000000003 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -6
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.00029365362689539389 -0.0003423675575228804 -0.00042859501553906394 -0.00034195601717680883 -0.0003115499936743404 0.00026374550792987488 0.00034414938474201659 0.00061901810695447331 0.00051815901317979409 -0.00035821182306061428
leaf_weight=0.0010671707009067043 0.0010101508635454665 0.0010321833543578988 0.0011686879621951819 0.0013221405270280717 0.0011442345390273501 0.001147172902017375 0.001654198807551461 0.0011162128156103155 0.0011786237381207409
leaf_count=99 488 655 482 388 407 292 322 128 649
internal_value=0 2.85693e-05 7.67277e-05 0.000133428 0.000193694 -6.93068e-06 0.000290961 0.000133165 -5.18371e-05
internal_weight=0 0.0108306 0.00979844 0.00862975 0.00756258 0.00246931 0.00509327 0.00343907 0.00232286
internal_count=3910 3422 2767 2285 2186 680 1506 1184 1056
is_linear=0
shrinkage=0.00196078


Tree=5203
num_leaves=9
num_cat=0
split_feature=43 52 15 2 2 13 0 47
split_gain=1.57827e-05 4.34139e-05 5.10027e-05 5.35173e-05 5.64532e-05 3.27947e-05 4.73198e-05 1.8645e-05
threshold=-0.053009999999999995 -0.087604999999999988 -0.095799999999999982 0.10457000000000001 0.087995000000000004 0.17936000000000002 -0.077944999999999987 0.077735000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 7 4 -4 6 -1 -3
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.0038886420559304442 -0.021764202311200836 -0.0029087389675926272 0.0025114260058018579 -0.007701908892181062 0.034440062161801469 -0.0097180586102436489 0.022582953832375456 -0.021337831457237475
leaf_weight=0.0012082015560735623 0.0010379687317745466 0.0011715708352979422 0.0011910366071727319 0.0013810676507329607 0.0010349752282048646 0.0010729441676589025 0.0015309340134635801 0.0010330421940950565
leaf_count=1052 375 277 751 238 305 206 540 166
internal_value=0 -0.00292603 0.000438475 0.00776222 0.0173565 0.00510163 0.0109066 -0.0115443
internal_weight=0 0.00684966 0.00581169 0.00360708 0.00222601 0.00381208 0.00273914 0.00220461
internal_count=3910 2112 1737 1294 1056 1798 1592 443
is_linear=0
shrinkage=0.1


Tree=5204
num_leaves=8
num_cat=0
split_feature=13 39 48 4 0 3 3
split_gain=1.58346e-05 4.41642e-05 5.78264e-05 4.07921e-05 7.88556e-05 7.58453e-05 7.31267e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11119000000000002 -0.0037349999999999992 -0.17106499999999999 -0.088024999999999978 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=0.010068712630668719 0.004530946822400894 0.015970611159360614 -0.025916914469248022 0.025929738868562171 0.010924241158083978 -0.026667796362164289 -0.023501901325475152
leaf_weight=0.0013504437258355208 0.0017543255035793147 0.0012492211118325163 0.0010672419335288801 0.0013090984108541717 0.0013891487540155494 0.0014018727270285005 0.001110089859099436
leaf_count=210 714 419 140 124 546 1493 264
internal_value=0 -0.00152076 -0.00424127 -0.000919709 0.00604746 -0.00932644 -0.00436686
internal_weight=0 0.009281 0.00803178 0.00696454 0.00380834 0.0031562 0.00249924
internal_count=3910 3700 3281 3141 934 2207 810
is_linear=0
shrinkage=0.1


Tree=5205
num_leaves=9
num_cat=0
split_feature=484 1375 1 42 42 3 13 1
split_gain=0.000120736 7.45409e-05 4.94066e-05 7.71939e-05 5.48136e-05 8.41264e-05 0.000129378 4.23934e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -1.0000000180025095e-35 0.092005000000000017 -0.032264999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7
right_child=1 2 -4 -5 5 7 -8 -9
leaf_value=-0.00064181125748081287 -0.0004402043765557682 -0.00020176952178201565 0.00044730530724155999 -0.00040905924005236522 2.1750874660218409e-05 0.00021600869828548698 0.00073782717192877898 -0.0003157257450858661
leaf_weight=0.0010624437211772331 0.0010853095118886066 0.0016256851682895411 0.0013664196541020293 0.0012314061094601961 0.0019390680011639322 0.0010030543253439911 0.0019412012736496264 0.0013554287667591342
leaf_count=627 146 940 304 601 708 28 352 204
internal_value=0 4.89184e-05 9.96579e-05 4.74327e-05 0.00011891 0.000202472 0.000379986 -8.9581e-05
internal_weight=0 0.0115476 0.0104623 0.00909584 0.00786444 0.00623875 0.00388027 0.00235848
internal_count=3910 3283 3137 2833 2232 1292 1060 232
is_linear=0
shrinkage=0.00196078


Tree=5206
num_leaves=8
num_cat=0
split_feature=133 160 42 15 16 2 3
split_gain=1.58546e-05 7.70426e-05 3.28116e-05 5.25485e-05 5.32206e-05 9.69092e-05 4.61223e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.19424999999999998 0.10679500000000001 0.045635000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.010014510475734408 -0.019094811514044727 -0.012392388849772375 -0.014989532789095634 0.02489369705259116 0.0087939403293413598 0.032571705475091389 -0.018909403759871227
leaf_weight=0.0013634462036595527 0.0019679308361180356 0.0011389573404071932 0.0013978669572127823 0.0011966117477275381 0.0014060570898671875 0.0011087661218864104 0.0010495489545637262
leaf_count=797 1041 530 286 459 486 223 88
internal_value=0 -0.00153513 0.00320002 0.00608353 0.00154758 0.00803307 -0.00304673
internal_weight=0 0.00926574 0.00729781 0.00615885 0.00496224 0.00356437 0.00245561
internal_count=3910 3113 2072 1542 1083 797 574
is_linear=0
shrinkage=0.1


Tree=5207
num_leaves=10
num_cat=0
split_feature=484 474 4 160 42 160 2 2 42
split_gain=0.000190027 7.87701e-05 5.43286e-05 6.33689e-05 9.64953e-05 8.8452e-05 7.79744e-05 9.59965e-05 3.47506e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.39075499999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.10836000000000003 0.086875000000000022 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00082940291555642909 0.00034181508889213235 0.00057222823147980671 -0.000482649605685943 -0.00041418740486773509 0.00042552089551132875 -0.00033272579770466065 -9.8058204690797476e-05 0.00084809526905173292 -6.7030346762326576e-05
leaf_weight=0.0010027005572519941 0.0016159731680503242 0.0010497854373046856 0.0011311657856896392 0.0016317158499093536 0.0010337130837396612 0.0013300621516939681 0.0017905965820683343 0.0012206170894741865 0.00117859838229929
leaf_count=612 191 318 579 822 164 194 333 303 394
internal_value=0 5.91896e-05 9.9252e-06 -4.76422e-05 1.24735e-05 0.000118704 0.000233651 0.000406669 0.000163117
internal_weight=0 0.0119822 0.0109324 0.00931647 0.0081853 0.00655359 0.00522353 0.00343293 0.00221231
internal_count=3910 3298 2980 2789 2210 1388 1194 861 558
is_linear=0
shrinkage=0.00196078


Tree=5208
num_leaves=11
num_cat=0
split_feature=484 1375 4 0 1 15 15 3 3 42
split_gain=9.48675e-05 5.62984e-05 6.83211e-05 8.02946e-05 7.39622e-05 7.90797e-05 9.17065e-05 7.88072e-05 7.2877e-05 4.77247e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.079360000000000014 -0.017214999999999998 0.092005000000000017 -0.075954999999999981 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 6 7 8 -6 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00057547294393694461 -0.00038949882929221883 -0.00040181367585401495 -0.00050683092190853399 0.0006339098222124021 -1.8267847114641068e-05 -0.00030730621303858317 0.00078366716776778213 -0.00019400427422761355 0.00067387724809163981 6.89382269785414e-05
leaf_weight=0.0010698505853309623 0.001088835206695068 0.0010250775642865083 0.0011944924428793054 0.0010814867249464366 0.0010466319807160571 0.0010694281179121331 0.0010888738345364041 0.0016056690353371417 0.0013256434232320462 0.0010313976887975666
leaf_count=627 146 151 789 149 233 430 174 207 329 675
internal_value=0 3.48378e-05 7.89725e-05 0.00013116 6.61391e-05 0.000177204 0.000279467 0.000141454 0.000368507 -0.00024004
internal_weight=0 0.0115575 0.0104687 0.00944362 0.00836214 0.00613625 0.00506682 0.00397794 0.00237228 0.00222589
internal_count=3910 3283 3137 2986 2837 1373 943 769 562 1464
is_linear=0
shrinkage=0.00196078


Tree=5209
num_leaves=9
num_cat=0
split_feature=4 12 3 2 47 42 12 16
split_gain=1.95513e-05 2.14138e-05 5.28649e-05 6.33727e-05 3.81666e-05 5.64241e-05 8.07074e-05 2.86888e-05
threshold=0.27020000000000005 -0.036459999999999992 0.13772500000000001 0.092450000000000018 0.092255000000000018 0.084855000000000014 0.083325000000000024 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -5
right_child=-2 2 -4 7 -6 -7 -8 -9
leaf_value=-0.014892746865700874 0.0099813489266917382 0.0050161341477073353 0.021182439990450171 -0.029323253251280997 0.019595426561165315 0.018484689795927361 -0.031077335744837922 -0.00648924163231346
leaf_weight=0.0011110602351089597 0.0016384788249054387 0.0015431487503652522 0.0010198870442127521 0.0010337322974118212 0.0011074567899420395 0.0010024765836423094 0.0010350629557077373 0.001176418485544894
leaf_count=294 472 224 100 414 239 813 839 515
internal_value=0 -0.00189211 -6.78896e-05 -0.00320967 0.00337131 -0.00164658 -0.00947415 -0.0171692
internal_weight=0 0.00902924 0.00791818 0.0068983 0.00468815 0.00358069 0.00257821 0.00221015
internal_count=3910 3438 3144 3044 2115 1876 1063 929
is_linear=0
shrinkage=0.1


Tree=5210
num_leaves=9
num_cat=0
split_feature=123 133 2 42 160 43 4 2
split_gain=3.9178e-05 5.23274e-05 5.23143e-05 8.2203e-05 7.89092e-05 5.30654e-05 6.82607e-05 8.5133e-05
threshold=1.0000000180025095e-35 -0.036599999999999987 0.084235000000000018 0.084505000000000011 -1.0000000180025095e-35 0.070805000000000021 0.0021050000000000005 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -8
right_child=-2 2 4 -5 5 -7 7 -9
leaf_value=0.00030901947155550835 0.0003629878936760514 0.00035655401304209521 -0.00059739930579531906 -0.00033215303865472196 -0.00044328536260103299 0.00031923270219485361 0.00042626004044069444 -0.00034517822377026444
leaf_weight=0.0014467276982495442 0.0010201983720965853 0.001978181285486884 0.0014223181136253085 0.0010047414358404557 0.0019448680033448329 0.0010430416419358714 0.0011603528832536652 0.0010455805115141264
leaf_count=755 334 366 700 479 873 76 153 174
internal_value=0 -3.86103e-05 -9.10034e-05 0.000124576 -0.000188198 -7.61398e-05 -0.000175492 6.06095e-05
internal_weight=0 0.0110458 0.00959908 0.00298292 0.00661616 0.00519384 0.0041508 0.00220593
internal_count=3910 3576 2821 845 1976 1276 1200 327
is_linear=0
shrinkage=0.00196078


Tree=5211
num_leaves=10
num_cat=0
split_feature=484 1375 133 15 12 3 2 0 13
split_gain=8.50761e-05 4.36977e-05 4.93384e-05 3.62242e-05 7.43302e-05 0.000102158 0.000121006 6.89913e-05 5.55481e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10064500000000001 0.084050000000000014 0.091475000000000015 0.092005000000000017 0.094825000000000007 -0.089879999999999974 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -6
right_child=1 2 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.00054387010461332062 -0.00033400609263884199 -9.4572771846445958e-05 -0.00031324868492036919 -0.00012470046379641194 -0.00045236325232232612 -2.8712395155994415e-05 0.0010650951825790255 0.0006208315705385826 0.00018441349704166087
leaf_weight=0.0010307301337093176 0.0010580374716562613 0.0010468874165429024 0.0010691207262279465 0.0017070870301302181 0.0010003342662306038 0.0019894185707721133 0.0010960916887765458 0.0010263696010349953 0.0011123615283914617
leaf_count=627 146 267 512 851 161 299 325 397 325
internal_value=0 4.50192e-05 8.49313e-05 0.000132345 0.00019269 0.000319556 0.000538167 0.000259589 -0.000117092
internal_weight=0 0.0111057 0.0100477 0.00897855 0.00727146 0.00515877 0.00316935 0.00207326 0.0021127
internal_count=3910 3283 3137 2625 1774 1288 989 664 486
is_linear=0
shrinkage=0.00196078


Tree=5212
num_leaves=10
num_cat=0
split_feature=484 1375 150 12 1 16 12 3 3
split_gain=9.47599e-05 5.74623e-05 5.11466e-05 4.78697e-05 8.48329e-05 6.36361e-05 7.24738e-05 6.951e-05 9.10503e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082085000000000019 -0.036459999999999992 0.12864500000000004 -0.008069999999999999 0.096055000000000015 -0.089974999999999986 -0.077689999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 -9
right_child=1 2 -4 4 -6 6 -8 8 -10
leaf_value=-0.00056438462153222935 -0.0003816011317294679 -0.00034021501089215507 0.00044916195501042773 -0.00053435028271953686 0.00060651484233952978 0.00045473067094469225 -0.00018605008568240149 0.0004898703824788729 -0.00025070785526211175
leaf_weight=0.0010721473467512664 0.0010989417688284419 0.0011306805968320207 0.001328784822034826 0.0012450616383670619 0.0010634236494796662 0.0019251528307980966 0.0010480467417680343 0.0010159462501037433 0.0017168871508192274
leaf_count=627 146 349 368 371 111 486 234 777 441
internal_value=0 4.49474e-05 8.97013e-05 3.74722e-05 9.07559e-05 1.18518e-05 0.000228857 -0.000150344 2.46063e-05
internal_weight=0 0.0115729 0.010474 0.0091452 0.00801452 0.00695109 0.0029732 0.0039779 0.00273283
internal_count=3910 3283 3137 2769 2420 2309 720 1589 1218
is_linear=0
shrinkage=0.00196078


Tree=5213
num_leaves=9
num_cat=0
split_feature=484 3 1 15 15 1 0 16
split_gain=8.80374e-05 4.72562e-05 4.23274e-05 8.89034e-05 7.47257e-05 0.000131226 6.36075e-05 2.75738e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 -0.0058549999999999991 -0.053579999999999996 0.11183500000000002 -0.082994999999999985 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 -4 -5 -2
right_child=1 2 4 6 -6 -7 -8 -9
leaf_value=-0.00055304688259538346 8.5025019726226234e-05 -0.00049605846162702042 0.00086060825040950087 0.00036129366729142036 -0.00019780163732017011 -1.5572031577343401e-05 -0.00018696919721996111 0.00054313001482522217
leaf_weight=0.0010473228759232947 0.0010148791148000117 0.00175915638880855 0.0010663527363035784 0.0014292639153770117 0.0017371511818458909 0.0017127739837370527 0.0018885661068217424 0.0010057902862842289
leaf_count=627 184 850 165 488 292 378 748 178
internal_value=0 4.05229e-05 -1.68801e-05 -0.000139721 0.000121212 0.000320619 4.9213e-05 0.000313047
internal_weight=0 0.0116139 0.00959326 0.00507699 0.00451628 0.00277913 0.00331783 0.00202067
internal_count=3910 3283 2921 2086 835 543 1236 362
is_linear=0
shrinkage=0.00196078


Tree=5214
num_leaves=10
num_cat=0
split_feature=484 3 49 42 3 2 16 15 16
split_gain=8.61673e-05 3.73378e-05 5.30624e-05 4.72635e-05 0.000123626 5.85683e-05 6.44629e-05 0.000102073 3.56525e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.069934999999999983 -0.088669999999999985 -0.075954999999999981 0.113945 0.22945500000000005 -0.095799999999999982 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 -5 6 7 -6 -2
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.00054057346191104785 2.1741008033748675e-05 -0.00031695614817603472 0.00040916567040955162 -0.00053722360839772161 1.7879225758208629e-05 -0.00019663804948517508 -0.0001605906511924206 0.00078348690155432361 0.00054342230673370213
leaf_weight=0.0010799019666430073 0.0010128804428774364 0.0017898816368705659 0.001235771939908638 0.0013517789870683763 0.0012740805221085449 0.0015136714350536618 0.0010115515733913373 0.0014109456250261702 0.0010018295275719016
leaf_count=627 185 325 344 1223 248 336 113 332 177
internal_value=0 3.85004e-05 -1.2489e-05 5.73974e-05 -8.84814e-06 0.000128237 0.000261266 0.000420196 0.000281151
internal_weight=0 0.0116024 0.00958768 0.0077978 0.00656203 0.00521025 0.00369658 0.00268503 0.00201471
internal_count=3910 3283 2921 2596 2252 1029 693 580 362
is_linear=0
shrinkage=0.00196078


Tree=5215
num_leaves=9
num_cat=0
split_feature=484 2 42 3 3 15 2 1
split_gain=0.00011022 4.91768e-05 7.86661e-05 0.000102793 6.58874e-05 5.54488e-05 0.000108938 8.94063e-05
threshold=-1.0000000180025095e-35 0.086650000000000019 -0.089024999999999979 -0.078884999999999997 -0.115685 -0.074174999999999977 0.10362500000000001 0.10521500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 7 -7 -6
right_child=1 4 3 -5 5 6 -8 -9
leaf_value=-0.00060649482663297546 0.00032418453445425471 0.00052634434513380976 -0.00068516530380572261 1.4079224076549262e-05 -0.000104575211477195 0.00026720634071504697 -0.00043974627824986767 0.00063178076183320001
leaf_weight=0.0010963850898038424 0.0011527503468599393 0.0013935714167482918 0.0013600738295027471 0.0019923252649838622 0.0012418218834454847 0.0015605207536574025 0.0018100623398912532 0.0012950791066721889
leaf_count=627 193 246 702 465 436 657 329 255
internal_value=0 4.34291e-05 -0.00011767 -0.000269605 0.000142836 5.23666e-05 -0.00011244 0.000271332
internal_weight=0 0.0118062 0.00450515 0.0033524 0.00730106 0.00590748 0.00337058 0.0025369
internal_count=3910 3283 1360 1167 1923 1677 986 691
is_linear=0
shrinkage=0.00196078


Tree=5216
num_leaves=9
num_cat=0
split_feature=4 12 4 49 3 4 15 1
split_gain=1.60617e-05 2.52002e-05 3.96492e-05 4.94815e-05 6.77263e-05 6.06879e-05 6.49591e-05 8.89738e-05
threshold=0.27020000000000005 0.10595000000000002 0.097045000000000006 0.0047850000000000011 -0.089974999999999986 -0.083329999999999987 -0.03231499999999999 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.020145532691241419 0.0089353051635777132 -0.016567890390589004 -0.017450919715449733 0.023029969065336962 0.024117272242533804 -0.010681112246033945 -0.019789604971879378 0.030288747299675518
leaf_weight=0.001368523964788558 0.0016655840188446363 0.0010187171042445884 0.0011096291817979317 0.0010394289027516566 0.0012387493997781723 0.0011090189081296806 0.0012555566783960482 0.0010153867027265871
leaf_count=531 472 327 183 583 351 257 1004 202
internal_value=0 -0.0017407 0.000115758 0.00288983 -0.000606644 0.00518273 -0.00175675 0.00890095
internal_weight=0 0.00915501 0.00813629 0.00702666 0.00598724 0.00461871 0.00337996 0.00212441
internal_count=3910 3438 3111 2928 2345 1814 1463 459
is_linear=0
shrinkage=0.1


Tree=5217
num_leaves=10
num_cat=0
split_feature=484 1375 1 42 3 2 2 2 15
split_gain=9.96839e-05 4.02521e-05 4.7237e-05 6.22181e-05 5.455e-05 6.66653e-05 3.56938e-05 9.44181e-05 6.89196e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.08348499999999999 0.086130000000000012 0.096540000000000015 0.10796500000000002 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6
right_child=1 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00058410934816308189 -0.00031508452669933425 1.0899651034841314e-05 0.00043350493802635985 -0.00037587400620364242 -0.00058623478574489941 0.0006182925911980753 0.00054710972328167364 -0.00020395840375149479 9.9079561609047778e-05
leaf_weight=0.0010460579705104433 0.0010596237263599687 0.001365473670762445 0.0013135689242451945 0.0012214034262174505 0.0010078675059498213 0.001414330980503527 0.0011673873558231888 0.0014339797473680196 0.0012816086943278104
leaf_count=627 146 464 304 601 335 549 206 229 449
internal_value=0 4.8661e-05 8.64278e-05 3.51562e-05 0.000100605 0.000319934 -2.4055e-05 0.00013309 -0.000202608
internal_weight=0 0.0112652 0.0102056 0.00889205 0.00767065 0.0027798 0.00489084 0.00260137 0.00228948
internal_count=3910 3283 3137 2833 2232 1013 1219 435 784
is_linear=0
shrinkage=0.00196078


Tree=5218
num_leaves=11
num_cat=0
split_feature=484 1375 124 13 4 3 51 1 16 4
split_gain=0.000120841 4.42201e-05 4.33379e-05 8.05614e-05 3.76101e-05 0.000116443 6.46855e-05 5.15826e-05 6.45924e-05 1.36867e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 -0.034289999999999994 -0.084014999999999992 -0.056469999999999992 0.094890000000000016 -0.27337499999999998 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 9 -6 -8 -9 -5
right_child=1 2 3 4 6 -7 7 8 -10 -11
leaf_value=-0.00065059105011464155 -0.00032628821091702396 -0.0002648230418917807 0.00063876545026055444 0.0003456598808121648 0.00055879515447569163 -0.00059353664479499353 -0.00024343519886412337 -0.00010318490756893795 0.00058061557832162901 2.3158981048170619e-05
leaf_weight=0.0010380978838375994 0.0010950770681092932 0.0011830083770682136 0.0010727881640489713 0.0010172804045488356 0.0012543987168867855 0.0011618451519369308 0.001452611412541451 0.0010706763731136385 0.0010538860775730933 0.0010065189494901533
leaf_count=627 146 300 148 144 271 810 557 189 127 591
internal_value=0 4.82726e-05 8.81998e-05 0.000134144 6.66198e-05 -9.87727e-05 0.00017567 4.13198e-05 0.000236013 0.000185267
internal_weight=0 0.0113681 0.010273 0.00909001 0.00801722 0.00318564 0.00483157 0.00357717 0.00212456 0.0020238
internal_count=3910 3283 3137 2837 2689 1545 1144 873 316 735
is_linear=0
shrinkage=0.00196078


Tree=5219
num_leaves=10
num_cat=0
split_feature=484 474 48 0 3 13 2 2 1
split_gain=0.000226652 5.94501e-05 5.97766e-05 6.76686e-05 6.38604e-05 0.00011813 7.19756e-05 0.000137379 0.000174677
threshold=-0.0043499999999999988 0.084835000000000008 0.093225000000000016 -0.15007499999999999 -0.08348499999999999 0.0024700000000000004 0.10571000000000001 0.090695000000000012 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 -6
right_child=1 -3 3 -5 6 -7 -8 -9 -10
leaf_value=-0.00087706152353402781 0.00059865877861713579 0.00051177220248375943 -2.8682271624644588e-05 0.00065563916968508441 -0.0008040581899832781 -0.00019783061670748691 -0.00048889451806847671 0.00045292453051832453 0.000153823782730725
leaf_weight=0.0010854701727408085 0.0013942549757317356 0.0010158981488195178 0.0011385576010938224 0.0010849518687146122 0.0013227995180782831 0.0014714768563670101 0.00184643160515235 0.0015085333346592207 0.00163860483764882
leaf_count=612 651 309 75 262 590 385 370 360 296
internal_value=0 5.72522e-05 1.67681e-05 0.000305229 -5.30848e-05 0.000189683 -0.000163228 -2.87028e-05 -0.000274043
internal_weight=0 0.0124215 0.0114056 0.00222351 0.0091821 0.00286573 0.00631637 0.00446994 0.0029614
internal_count=3910 3298 2989 337 2652 1036 1616 1246 886
is_linear=0
shrinkage=0.00196078


Tree=5220
num_leaves=9
num_cat=0
split_feature=51 15 15 47 3 13 15 2
split_gain=1.51953e-05 3.93954e-05 4.55243e-05 0.000123946 5.06428e-05 5.37617e-05 6.47063e-05 2.49068e-05
threshold=0.11255500000000002 -0.16430499999999995 -0.038029999999999987 0.09252500000000001 0.10666500000000002 -0.032264999999999995 0.035895000000000003 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -7 -3
right_child=-2 2 4 -5 -6 6 -8 -9
leaf_value=0.018409090500331578 -0.011820132050618777 -0.0071082756839194686 -0.016381685397221967 -0.037609638996335341 0.020862597757724928 0.021267432436942131 -0.0098463099302916589 0.015096900999846761
leaf_weight=0.0011582231861508282 0.0010058608253529179 0.0010177431445415265 0.0015065368735595647 0.001115912382862756 0.0013743700352299186 0.0014783526369521753 0.0012200132029678565 0.0010029140899905035
leaf_count=418 280 330 1097 242 105 298 625 515
internal_value=0 0.00108169 -0.00122089 -0.0108598 0.00419794 -0.00124889 0.00719996 0.00391283
internal_weight=0 0.00987407 0.00871584 0.00313657 0.00557927 0.0042049 0.00269837 0.00202066
internal_count=3910 3630 3212 1087 2125 2020 923 845
is_linear=0
shrinkage=0.1


Tree=5221
num_leaves=9
num_cat=0
split_feature=16 13 133 1 48 15 0 12
split_gain=1.66585e-05 5.44991e-05 4.29342e-05 5.27051e-05 5.14229e-05 4.35319e-05 8.52939e-05 1.98674e-05
threshold=0.10994000000000002 0.043015000000000005 0.083815000000000014 1.0000000180025095e-35 0.086065000000000016 -0.10981499999999998 -0.10575999999999998 0.095920000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=2 7 3 -1 5 -5 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.020320928109866632 -0.025897109643201868 0.012515236228562016 0.01992897795699089 -0.0052626307794756298 -0.010028048250012973 0.035634869972202006 -0.0021476621345386413 -0.0059888976510388226
leaf_weight=0.0011435191524589066 0.0010043272144563517 0.0010109787105502871 0.0011778181511578325 0.0011990584109526389 0.0019019351557320388 0.0012850565313873999 0.0011167297220493716 0.0010007787628168777
leaf_count=955 351 182 1065 239 270 207 489 152
internal_value=0 -0.00641563 0.00233214 -0.000786273 0.00327318 0.0102988 0.0180676 -0.0159606
internal_weight=0 0.00301608 0.00782412 0.0066463 0.00550278 0.00360084 0.00240179 0.00200511
internal_count=3910 685 3225 2160 1205 935 696 503
is_linear=0
shrinkage=0.1


Tree=5222
num_leaves=9
num_cat=0
split_feature=133 42 160 15 15 15 4 47
split_gain=1.42539e-05 3.75032e-05 4.88988e-05 4.57325e-05 4.50078e-05 7.9521e-05 2.56789e-05 2.20955e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.031229999999999997 -0.090344999999999995 -0.0072799999999999991 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 7 -3 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.010717675984437165 -0.016518044753206142 -0.023682774957244385 0.0069301407321419265 0.022752934749288981 -0.011818239541446425 0.02903533311225371 -0.0011228567309406114 -0.013273415958965694
leaf_weight=0.0010964590026501684 0.0013895606995127921 0.0010014555128081055 0.0010727795374585803 0.001243114758708066 0.0017161965160404943 0.0011762745254079907 0.001016845924209512 0.0010926555728199259
leaf_count=604 752 540 297 505 316 349 412 135
internal_value=0 -0.00131065 0.00122941 0.00556844 0.00134489 0.00810506 -0.0123168 -0.00326436
internal_weight=0 0.00970888 0.00831932 0.00630102 0.00505791 0.00334171 0.0020183 0.00216544
internal_count=3910 3306 2554 1602 1097 781 952 432
is_linear=0
shrinkage=0.1


Tree=5223
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 15 2 3 12 42
split_gain=8.40816e-05 3.84784e-05 8.45208e-05 6.52918e-05 5.11419e-05 0.000111078 6.90245e-05 0.000118192 6.2805e-05 3.79046e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.089910000000000004 0.11265500000000002 0.090385000000000007 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 8 -8 -5 -3
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00053604266719566376 -0.00031903496790737729 -0.00051570140756296745 0.00059827146256046264 -0.00055089645265598934 -0.00023930649287975516 0.00075428334545187112 0.00066242236059783162 -0.00014403788064745415 0.00013339755614430926 -1.459975660715843e-06
leaf_weight=0.0010715675678087894 0.0010552748901632913 0.0011995749078675187 0.0010619433490985332 0.0010502422085501653 0.0013527708815350512 0.0010725912171214089 0.0013929854744163016 0.0014017886580475936 0.0010130891490323429 0.0010193913081524455
leaf_count=627 167 799 136 235 445 171 277 162 160 731
internal_value=0 3.79757e-05 7.36374e-05 1.5007e-05 0.000104719 0.000183189 5.71011e-05 0.000257922 -0.00021491 -0.000279459
internal_weight=0 0.0116197 0.0105644 0.00950243 0.00728347 0.0059307 0.00485811 0.00279477 0.00206333 0.00221897
internal_count=3910 3283 3116 2980 1450 1005 834 439 395 1530
is_linear=0
shrinkage=0.00196078


Tree=5224
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 15 1 2 15 15
split_gain=8.61573e-05 6.90386e-05 0.000134101 6.44793e-05 5.69255e-05 0.000100637 6.46833e-05 0.000117477 8.405e-05 3.39556e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.11167500000000001 0.091025000000000009 -0.10312999999999999 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 7 -5 -8 -3
right_child=1 2 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00053838325373272539 -0.00044020722713596625 -0.00050481290723819396 0.00073476534685558426 -0.0001239497053775596 -0.00025995595389674802 0.00073076238358981197 0.00017231925419799424 0.00074129462329591128 -0.00056109762439586844 -1.932503704520397e-05
leaf_weight=0.0010710551652143808 0.0010364052443553691 0.0011829997164016161 0.0011103348670528602 0.0012500669351652892 0.0013454311249253021 0.0010711351223763443 0.0013271151191562554 0.001166055567827869 0.0010976169647882615 0.0010415139650984295
leaf_count=627 151 780 152 233 445 171 292 152 157 750
internal_value=0 4.27853e-05 9.00439e-05 1.4547e-05 0.000104067 0.00018691 6.65714e-05 0.00029363 -0.000159681 -0.000277508
internal_weight=0 0.0116287 0.0105923 0.00948193 0.00725742 0.00591199 0.00484085 0.00241612 0.00242473 0.00222451
internal_count=3910 3283 3132 2980 1450 1005 834 385 449 1530
is_linear=0
shrinkage=0.00196078


Tree=5225
num_leaves=9
num_cat=0
split_feature=52 13 51 1 160 43 12 16
split_gain=1.42558e-05 6.25403e-05 6.47219e-05 4.58906e-05 4.54027e-05 6.52329e-05 6.5299e-05 5.98127e-05
threshold=0.11401500000000002 -0.23438999999999996 0.085845000000000019 0.11899000000000001 -0.026849999999999995 -0.14839499999999997 0.088590000000000016 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.02291081078245287 -0.009422421637458829 0.022915031363947663 -0.025021978288380355 -0.017659793653219638 0.023375372075460036 0.012749599646862508 -0.02673345078983258 -0.017284870982675584
leaf_weight=0.0011741183672098728 0.0014224735537405339 0.0011420274850990897 0.0010443230302289389 0.0010541120045943321 0.0010204614220482994 0.001956020727967904 0.0010236120993335398 0.0010030936206376238
leaf_count=169 647 490 323 219 202 581 835 444
internal_value=0 0.00131797 -0.00175744 0.00161728 0.00492395 0.000817303 -0.00496257 0.00256838
internal_weight=0 0.00941777 0.00824365 0.00719933 0.00614522 0.00500319 0.00398273 0.00295911
internal_count=3910 3263 3094 2771 2552 2062 1860 1025
is_linear=0
shrinkage=0.1


Tree=5226
num_leaves=9
num_cat=0
split_feature=484 1 42 3 2 2 13 4
split_gain=7.94317e-05 3.82612e-05 6.11482e-05 7.81763e-05 7.45716e-05 6.26082e-05 5.78285e-05 5.07331e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.100615 0.113945 0.097940000000000013 -0.0041499999999999983 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00052788374562199756 0.00040429012235966577 0.00034955770001338261 -0.00040962358413796816 -0.00039109377400621797 -0.00051473374857387191 0.00035337635520405109 0.0003770029824457429 -0.00020170043106158966
leaf_weight=0.0010224466657904529 0.0019463484886278358 0.0013735780208653367 0.0012254801697479363 0.0015100410292257474 0.0010772278077415907 0.0017721979522842698 0.0012225379527350633 0.0011123575757499052
leaf_count=627 384 316 611 1080 181 300 291 120
internal_value=0 4.29534e-05 2.67686e-07 5.84011e-05 -4.21643e-05 4.84629e-05 -9.2077e-05 0.000101305
internal_weight=0 0.0112398 0.00986619 0.00864071 0.00669436 0.00561713 0.00384494 0.0023349
internal_count=3910 3283 2967 2356 1972 1791 1491 411
is_linear=0
shrinkage=0.00196078


Tree=5227
num_leaves=11
num_cat=0
split_feature=484 4 0 1 42 12 15 15 2 1
split_gain=0.000118167 4.70771e-05 9.86646e-05 6.36239e-05 5.12667e-05 4.74302e-05 8.64951e-05 0.000111657 0.000140386 0.000132773
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 0.10106500000000002 0.024640000000000006 -0.017214999999999998 0.089910000000000004 0.11167500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5 -10
right_child=1 2 -4 5 -6 -7 -8 -9 9 -11
leaf_value=-0.00062459467027661635 -0.00035316858926722383 -0.00053524627872546108 0.00063842661094785198 -0.00046373559045732198 5.6658279415037771e-05 0.00049541149363688068 -0.00048011673187506337 0.00072413536612106369 0.00071534263477358796 -0.00014897916294314759
leaf_weight=0.0010961012560011729 0.0010246597148922216 0.0012300518690350278 0.0011167763855504552 0.0015538217483681508 0.0010367852174145019 0.0010573883660110438 0.001007234681099152 0.0010361141118256922 0.0013392122153030267 0.0013951705287753881
leaf_count=627 151 799 152 330 731 183 379 160 157 241
internal_value=0 4.84508e-05 8.66519e-05 2.28343e-05 -0.000264526 0.000110993 4.6794e-05 0.000146473 6.89841e-06 0.000274338
internal_weight=0 0.0117972 0.0107726 0.00965578 0.00226684 0.00738894 0.00633155 0.00532432 0.0042882 0.00273438
internal_count=3910 3283 3132 2980 1530 1450 1267 888 728 398
is_linear=0
shrinkage=0.00196078


Tree=5228
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 1 13 3
split_gain=7.3535e-05 4.48468e-05 0.000108586 7.18519e-05 0.000200507 0.000126132 9.78379e-05 7.61054e-05 0.000160508
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083815000000000014 -0.0063699999999999989 0.095575000000000007 -0.071149999999999977 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -9
right_child=1 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.00049765152089394787 -0.00034619980057917494 -0.00036132679533847485 0.00065642760506642178 -0.00064939670586917041 0.00044700864782577169 0.00075927182199166316 -0.00023548132324348862 0.00074916963117781688 -0.00019542548241352305
leaf_weight=0.0010656244633373618 0.001053220835157651 0.0018754131705108132 0.0011175220208128533 0.0017827196589851842 0.0010015606351617935 0.0010075768202106533 0.0011907593045980252 0.0016571673070602628 0.0011870124481702937
leaf_count=627 151 879 152 695 605 126 312 291 72
internal_value=0 4.00469e-05 7.76451e-05 1.09797e-05 -0.000254998 0.000118029 8.71155e-06 0.000180703 0.000354945
internal_weight=0 0.011873 0.0108197 0.00970221 0.00278428 0.00691793 0.00591035 0.00403494 0.00284418
internal_count=3910 3283 3132 2980 1300 1680 1554 675 363
is_linear=0
shrinkage=0.00196078


Tree=5229
num_leaves=8
num_cat=0
split_feature=47 16 52 16 2 4 15
split_gain=1.49292e-05 3.0712e-05 7.02281e-05 5.6648e-05 6.78116e-05 7.39011e-05 9.65486e-05
threshold=0.10436500000000001 0.10994000000000002 0.091210000000000013 -0.008069999999999999 0.085255000000000011 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.012251420423273089 0.0083147700731136202 -0.027028314377503294 0.0079096668699157671 0.019164481897631664 -0.029007619369273371 -0.02120305986455031 0.022128702270267472
leaf_weight=0.0018709172978632368 0.001768725087009526 0.0013045567363276782 0.0010292338991655593 0.0014554539485090246 0.0014098150152702313 0.0010165642746615086 0.0010405196749370075
leaf_count=937 290 529 51 627 957 274 245
internal_value=0 -0.00172333 -0.0116202 0.00167668 -0.0030917 -0.0113716 0.000715127
internal_weight=0 0.00912706 0.00233379 0.00679327 0.00533782 0.0034669 0.00205708
internal_count=3910 3620 580 3040 2413 1476 519
is_linear=0
shrinkage=0.1


Tree=5230
num_leaves=9
num_cat=0
split_feature=484 1375 1 42 3 52 4 48
split_gain=8.9722e-05 3.57875e-05 4.29857e-05 5.0786e-05 4.88933e-05 4.67791e-05 0.000117183 0.000107866
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12864500000000004 0.091955000000000023 -0.100615 0.086950000000000013 -0.077679999999999985 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.00056007720545762452 -0.0002945077301730692 0.00035577056213659941 0.00041186715190257386 -0.00034256781481411169 0.00057993641686283144 -0.00029044302956710542 -0.00040240600666660922 0.00039348464909334173
leaf_weight=0.001033818394798513 0.0010902967978708373 0.0019713228761231612 0.0013032093044352483 0.0012116823945443733 0.0013586730289688893 0.0015720402720502654 0.0018420072803851167 0.001015699656816936
leaf_count=627 146 378 304 601 446 589 578 241
internal_value=0 4.32635e-05 7.91062e-05 3.07686e-05 8.9065e-05 -1.76503e-06 0.000105866 -0.000119527
internal_weight=0 0.0113649 0.0102746 0.00897143 0.00775974 0.00578842 0.00421638 0.00285771
internal_count=3910 3283 3137 2833 2232 1854 1265 819
is_linear=0
shrinkage=0.00196078


Tree=5231
num_leaves=9
num_cat=0
split_feature=1 52 0 12 2 42 48 15
split_gain=1.53563e-05 4.13992e-05 4.47469e-05 4.91561e-05 4.52834e-05 4.01233e-05 3.69945e-05 2.88235e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.089570000000000025 0.089910000000000004 0.078965000000000021 0.016865000000000002 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -4 -6 -1
right_child=-2 -3 5 -5 6 -7 -8 -9
leaf_value=-0.022892891905938129 0.0097816099333555163 -0.020192941723903495 0.019066841768082834 -0.024432876950396691 -0.0044024199176395601 -0.0054751422090115916 0.020938722927531406 0.00035072089376079617
leaf_weight=0.0010028450014977659 0.0013762029178685147 0.0010555481296823941 0.0019556933168888703 0.0010127171838840458 0.0010416258286690271 0.0010102879630976059 0.0012889513009164497 0.0011399485467054158
leaf_count=471 331 580 509 525 252 432 175 635
internal_value=0 -0.00152043 0.000811509 -0.00453848 -3.46268e-05 0.0107072 0.00961278 -0.0105275
internal_weight=0 0.00950762 0.00845207 0.00548609 0.00447337 0.00296598 0.00233058 0.00214279
internal_count=3910 3579 2999 2058 1533 941 427 1106
is_linear=0
shrinkage=0.1


Tree=5232
num_leaves=9
num_cat=0
split_feature=4 15 12 4 1 12 52 48
split_gain=1.58498e-05 5.39814e-05 3.3815e-05 4.42895e-05 5.90649e-05 5.81443e-05 6.38541e-05 6.29177e-05
threshold=0.24280000000000004 -0.14487999999999998 0.10129000000000001 0.055260000000000011 0.095575000000000007 0.090840000000000018 0.0033900000000000002 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.033292370218383958 0.021601473593932722 -0.0090829206971069568 -0.018935809447975693 -0.01810891443093493 0.018825795357892191 0.018257326779352708 0.010593766192225412 -0.00077338475869394958
leaf_weight=0.0012639194358995147 0.0012283613644401452 0.0010751681786242324 0.0010432500395739673 0.0011154272450397953 0.0018024129790673383 0.0010400317256746647 0.0011624062541030324 0.0011241619361833587
leaf_count=749 348 201 428 270 477 562 669 206
internal_value=0 0.00727959 -0.00206604 0.000277938 0.00348604 -0.00253693 -0.00862812 -0.0179844
internal_weight=0 0.00230353 0.00855161 0.00750836 0.00639293 0.00459052 0.00355049 0.00238808
internal_count=3910 549 3361 2933 2663 2186 1624 955
is_linear=0
shrinkage=0.1


Tree=5233
num_leaves=9
num_cat=0
split_feature=43 52 457 3 13 0 133 2
split_gain=1.5121e-05 3.52085e-05 4.99111e-05 4.75567e-05 0.000106566 8.49619e-05 3.3738e-05 5.11662e-05
threshold=-0.053009999999999995 -0.087604999999999988 0.041935000000000007 0.090325000000000003 -1.0000000180025095e-35 -0.14136999999999997 0.08493500000000001 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 7 -1
right_child=1 2 -4 5 -6 -7 -8 -9
leaf_value=-0.0015121532512834986 -0.019802468315483462 -0.018085547400789048 0.019718959943444005 -0.032330519001095549 0.024317983571010175 0.0050345265356103036 -0.010531850498968619 0.025519651807961466
leaf_weight=0.001565282153386637 0.0010430250659472975 0.0010531171341903039 0.0010656888407081719 0.0012431047065985176 0.0013555504956468054 0.0011921435517803615 0.0010329915470349586 0.001267001471156882
leaf_count=489 375 1054 142 127 267 147 908 401
internal_value=0 -0.00286373 0.000125895 -0.00418469 0.00577832 -0.014039 0.00493812 0.0105803
internal_weight=0 0.00695263 0.0059096 0.00484392 0.00240867 0.00243525 0.00386528 0.00283228
internal_count=3910 2112 1737 1595 1321 274 1798 890
is_linear=0
shrinkage=0.1


Tree=5234
num_leaves=9
num_cat=0
split_feature=4 1 457 12 15 13 2 3
split_gain=1.62349e-05 4.85193e-05 2.8497e-05 4.31218e-05 7.5524e-05 0.000103359 7.26376e-05 4.5931e-05
threshold=0.24280000000000004 0.11198000000000001 0.084485000000000018 0.051320000000000005 0.085120000000000015 -0.074599999999999986 0.083795000000000022 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 -1 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=0.029159730273379425 -0.0073681212849219845 0.021771193838845935 -0.015460343348534425 0.00068079484376506972 0.012946590391481206 -0.040181662222606523 0.012320475006071594 -0.016561290654351826
leaf_weight=0.0011431242679872181 0.0011266541857776499 0.001159499515009282 0.0013409509094105569 0.0014402667897871202 0.0012785272161684848 0.0010855883277746058 0.0011177600410993576 0.0010852325055093134
leaf_count=137 196 353 231 707 1111 751 221 203
internal_value=0 0.00741086 -0.00208298 0.000425709 -0.00685726 -0.0168815 0.00870612 -0.00190719
internal_weight=0 0.00228615 0.00849145 0.0071505 0.00380438 0.00252586 0.00334612 0.00220299
internal_count=3910 549 3361 3130 2569 1458 561 424
is_linear=0
shrinkage=0.1


Tree=5235
num_leaves=9
num_cat=0
split_feature=49 151 4 2 42 2 13 3
split_gain=1.69873e-05 4.02994e-05 4.62107e-05 5.10683e-05 3.68616e-05 0.000101913 2.98679e-05 2.66784e-05
threshold=-0.047894999999999993 -0.03268999999999999 0.27020000000000005 0.10113500000000002 -0.082904999999999993 0.086650000000000019 -0.057284999999999996 -0.0066499999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=0.018190955320978499 -0.020766095659530529 0.019215372244829488 0.019069683356789109 -0.016570650631622719 -0.0037990729250259462 0.020399774437281446 -0.028016630030319251 -0.0031802621304222543
leaf_weight=0.0011652526583864522 0.0010225910595933665 0.0010649295689022999 0.0011255328051856103 0.0019094886000725784 0.001014207204732388 0.0012402570056918322 0.0010228877560911483 0.0011712417507885704
leaf_count=320 388 398 355 560 631 699 374 185
internal_value=0 -0.00216194 0.00041684 -0.00294131 0.0030521 -0.00219993 -0.0159594 0.00747796
internal_weight=0 0.00839989 0.0073773 0.00625177 0.00434228 0.00327735 0.00203709 0.00233649
internal_count=3910 3405 3017 2662 2102 1704 1005 505
is_linear=0
shrinkage=0.1


Tree=5236
num_leaves=10
num_cat=0
split_feature=484 4 0 160 2 1 2 12 13
split_gain=8.66235e-05 6.56819e-05 0.000134072 6.61406e-05 5.06065e-05 0.000144782 9.49542e-05 4.77241e-05 9.6501e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.087825000000000014 0.10679500000000001 0.11198000000000001 0.091025000000000009 0.097345000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 -3
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00054197859966952241 -0.00043458974273001842 -0.00041030667281272045 0.0007190842570639934 -0.00040653026712784301 -0.00067414339078245141 0.00027819645449666711 0.00070120754162688388 0.00039739117070132106 0.00023764303370259765
leaf_weight=0.001094085344415483 0.0010433393036934002 0.0016404833457306133 0.0011313138925476583 0.0012963724009277958 0.0011482693917935995 0.0013184726929959978 0.0010581998321332131 0.0011556713432249637 0.0019156385141609993
leaf_count=627 151 1212 152 264 287 302 470 197 248
internal_value=0 3.49491e-05 8.08858e-05 5.1494e-06 6.99433e-05 -0.000165118 0.000170435 5.12311e-05 -6.12642e-05
internal_weight=0 0.0117078 0.0106644 0.00953311 0.00823674 0.00246674 0.00576999 0.00471179 0.00355612
internal_count=3910 3283 3132 2980 2716 589 2127 1657 1460
is_linear=0
shrinkage=0.00196078


Tree=5237
num_leaves=9
num_cat=0
split_feature=11 49 52 13 43 1 16 12
split_gain=1.71732e-05 2.53138e-05 3.60397e-05 6.41693e-05 4.34389e-05 6.18023e-05 5.16184e-05 3.62885e-05
threshold=0.077330000000000024 0.093425000000000022 0.086950000000000013 -0.094679999999999986 -0.074254999999999988 0.086560000000000012 -0.057604999999999996 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.024358130386202836 -0.012339705160906354 0.015261204230551668 -0.012777702091549282 -0.003225351100460877 0.01159227113769019 -0.033669720063011617 -0.003363494304922653 0.022058759481764723
leaf_weight=0.0011470203213439804 0.0010311536426571054 0.0011359097485943463 0.0018995825076348061 0.0011767930362789458 0.0010032079987930972 0.0011049646575808196 0.0011437249443418387 0.0010966005646616179
leaf_count=249 279 521 942 708 490 305 229 187
internal_value=0 0.00123355 -0.000625329 0.00283441 -0.0016338 -0.00904743 -0.0182554 0.00897076
internal_weight=0 0.0097078 0.00857189 0.00667231 0.00552529 0.0032519 0.00224869 0.00227339
internal_count=3910 3631 3110 2168 1919 1024 534 895
is_linear=0
shrinkage=0.1


Tree=5238
num_leaves=11
num_cat=0
split_feature=42 484 160 0 42 3 15 1 1 16
split_gain=6.3105e-05 6.9851e-05 5.13105e-05 7.09578e-05 0.000119375 0.000129269 0.000106399 4.85597e-05 4.31495e-05 3.38624e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.15007499999999999 0.084100000000000022 -0.078884999999999997 -0.011959999999999998 0.10915500000000002 0.090355000000000005 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 7 6 -6 -5 -4 -1 -8
right_child=1 2 3 4 5 -7 9 -9 -10 -11
leaf_value=-0.0006141501323094537 -0.00042955562469286165 -0.00027689394043900299 0.00013157342218085623 0.0010277829848724085 -0.00046423522036809331 0.00040906547871549662 0.00052618563826090233 -0.00041930007955414799 -4.8790522097288741e-05 2.0261595748232729e-05
leaf_weight=0.0010081513388465746 0.001046456352346843 0.0011856427846961793 0.0013606881386404395 0.0011014340200760937 0.0013133066573537799 0.0012935185985517995 0.0010091254123262791 0.0011229572227859585 0.0010697659094824575 0.0010255491279586833
leaf_count=864 554 537 132 280 525 434 163 87 196 138
internal_value=0 5.10216e-05 0.000104452 0.000159413 0.00027917 -3.08994e-05 0.000536908 -0.000117499 -0.000323088 0.000271182
internal_weight=0 0.0104587 0.00941222 0.00822658 0.00574293 0.00260683 0.00313611 0.00248365 0.00207792 0.00203467
internal_count=3910 2850 2296 1759 1540 959 581 219 1060 301
is_linear=0
shrinkage=0.00196078


Tree=5239
num_leaves=11
num_cat=0
split_feature=484 42 43 3 3 3 0 151 16 3
split_gain=0.000112552 4.19191e-05 5.97957e-05 0.000116355 5.34964e-05 5.06216e-05 3.92698e-05 3.20372e-05 4.79168e-05 3.99041e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 -0.11266 -0.040669999999999991 -0.077944999999999987 -0.0088999999999999982 -0.072359999999999994 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 -3 -7 -9 -10
right_child=1 2 4 -5 5 7 -8 8 9 -11
leaf_value=-0.00061552320242622897 -0.00033839473196818935 -0.00019902663665913688 0.00037947447238633218 0.00085004649086534818 -0.00048153271174227228 -0.0002861421629967865 0.00031735365262697897 0.00035160491109971796 0.00016941808564927243 -0.00034079267894545902
leaf_weight=0.0010910210222820826 0.0010090452906671094 0.0011644381065629766 0.0010960613125988328 0.001018075486589234 0.0010555815714356287 0.0012240364867287974 0.0011021240440803634 0.0015025588708861733 0.0011316355959265128 0.0012298743378015287
leaf_count=627 254 533 223 333 1125 155 194 233 175 58
internal_value=0 4.33731e-05 7.99758e-05 0.0002994 -1.95758e-05 -9.07681e-05 5.20651e-05 -9.69988e-06 7.78698e-05 -9.62997e-05
internal_weight=0 0.0115334 0.0105244 0.00328464 0.00723975 0.00614369 0.00226656 0.00508811 0.00386407 0.00236151
internal_count=3910 3283 3029 1060 1969 1746 727 621 466 233
is_linear=0
shrinkage=0.00196078


Tree=5240
num_leaves=11
num_cat=0
split_feature=484 4 0 12 1 15 15 43 150 15
split_gain=0.000102335 5.76646e-05 9.62477e-05 5.44101e-05 8.34353e-05 7.85441e-05 0.000161415 7.12723e-05 5.44413e-05 5.56008e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 0.12864500000000004 1.0000000180025095e-35 -0.07142999999999998 -0.0031199999999999995 0.082965000000000025 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -7 9 -5
right_child=1 2 -4 4 -6 7 -8 -9 -10 -11
leaf_value=-0.00058772411896180826 -0.0004011857941874669 -0.00040401858824196682 0.00063407386590734948 4.6643783369941452e-05 0.00057043068281166325 3.9474689898572205e-05 0.00066304589268062941 -0.00066070618528025365 0.0002323678302093084 -0.00056704246372154393
leaf_weight=0.0010741180398009245 0.0010160826827887133 0.0010199301064471372 0.001110010101952631 0.001073188495971497 0.0011333820636504838 0.0011280270563300697 0.0015410373707412548 0.0011078874966113446 0.0012419999434753644 0.0012048478540243111
leaf_count=627 151 423 152 183 136 774 481 471 113 399
internal_value=0 4.49547e-05 8.7881e-05 2.37265e-05 7.54763e-05 -1.40093e-06 0.000133813 -0.000307462 -9.78801e-05 -0.000277933
internal_weight=0 0.0115764 0.0105603 0.0094503 0.00843037 0.00729699 0.00506107 0.00223591 0.00352004 0.00227804
internal_count=3910 3283 3132 2980 2557 2421 1176 1245 695 582
is_linear=0
shrinkage=0.00196078


Tree=5241
num_leaves=8
num_cat=0
split_feature=150 151 52 13 15 12 0
split_gain=1.8988e-05 4.56893e-05 4.26709e-05 4.43863e-05 5.77145e-05 5.43657e-05 2.08161e-05
threshold=0.084800000000000014 -0.03268999999999999 0.11401500000000002 0.0024700000000000004 -0.064869999999999983 0.092150000000000024 -0.083934999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.02141157254345764 0.0090626001525961394 -0.0062769721932415734 -0.017298786247702688 -0.010706201878638209 0.016966505287330274 0.033219114073776417 -0.0028368849773245698
leaf_weight=0.0010684916724313003 0.0018739034665665099 0.0017792401106432217 0.0011359345239349361 0.0016301810026737307 0.0010041035999605085 0.0011849840045349523 0.0011260171506046485
leaf_count=363 458 731 568 511 473 324 482
internal_value=0 -0.00200962 0.000627736 0.00365596 0.00825182 0.0160495 0.0064981
internal_weight=0 0.00892895 0.00786046 0.00672453 0.00509434 0.0033151 0.00213012
internal_count=3910 3452 3089 2521 2010 1279 955
is_linear=0
shrinkage=0.1


Tree=5242
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 150 1 3
split_gain=9.88513e-05 6.24415e-05 0.000100636 6.21005e-05 0.000147612 6.58787e-05 7.07565e-05 9.21857e-05 3.80608e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.0089749999999999986 0.082965000000000025 0.10521500000000002 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00057662608774703783 -0.00041312938637239912 -0.00052639822677195329 0.00066357597310293809 -0.00060330877063962968 0.00034102127059200762 0.00058771572639644987 0.00039863698556909103 0.00031100769517062313 -0.00014725850618102878
leaf_weight=0.0010672356277252907 0.001030457767894709 0.0012792131173494092 0.001066269459986364 0.0015933240325598801 0.001059648044160938 0.001017812574563258 0.00157981586356256 0.0015735496688274663 0.0012505503797533002
leaf_count=627 151 718 152 659 641 155 383 293 131
internal_value=0 4.73116e-05 9.28449e-05 2.77862e-05 -0.000226125 0.000128312 4.60362e-05 -8.97186e-05 0.000108081
internal_weight=0 0.0114506 0.0104202 0.00935391 0.00265297 0.00670094 0.00568313 0.00410331 0.0028241
internal_count=3910 3283 3132 2980 1300 1680 1525 1142 424
is_linear=0
shrinkage=0.00196078


Tree=5243
num_leaves=10
num_cat=0
split_feature=484 42 43 3 42 3 4 3 2
split_gain=9.17913e-05 4.85637e-05 6.86387e-05 0.000121627 7.51449e-05 9.1326e-05 5.76177e-05 4.75845e-05 5.7874e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.078965000000000021 -0.089604999999999976 -0.076854999999999993 0.094625000000000015 0.113945
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 -3 -7 -9
right_child=1 2 4 -5 -6 7 -8 8 -10
leaf_value=-0.00055416382454859172 -0.00036422674232154748 0.00041160314209474734 0.00059288000307343501 0.00089058988213685164 -0.00051614442749899319 -0.00031495836060699555 -0.00022179241335547103 0.00032436901047977603 -0.00019249800046009183
leaf_weight=0.0010651911067542956 0.0010019708038850822 0.0010205736431849971 0.0010344317237122019 0.0010059553551335833 0.0010070169510244982 0.001690250509556606 0.0012030408020407772 0.0018246965213778259 0.0015323132605095451
leaf_count=627 254 214 251 333 772 565 513 190 191
internal_value=0 4.79028e-05 8.79232e-05 0.000324854 -2.0021e-05 6.2128e-05 6.89175e-05 -4.66492e-05 8.84441e-05
internal_weight=0 0.0113202 0.0103183 0.00322957 0.00708871 0.00608169 0.00222361 0.00504726 0.00335701
internal_count=3910 3283 3029 1060 1969 1197 727 946 381
is_linear=0
shrinkage=0.00196078


Tree=5244
num_leaves=10
num_cat=0
split_feature=484 1375 150 1 48 15 13 52 0
split_gain=0.000100764 3.457e-05 3.65002e-05 4.21418e-05 5.39424e-05 4.95932e-05 8.09794e-05 7.13283e-05 5.60509e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082085000000000019 0.12811000000000003 0.093225000000000016 -0.0089749999999999986 0.0024700000000000004 0.084240000000000023 -0.11208499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00059263292015727161 -0.00028945000017971531 -0.00065220370959661027 0.00039648745756762788 0.00037520801634853963 0.00039374174527060345 0.00043410174761378804 -0.00040281154503370474 -0.00016869043193097901 -3.600241433420912e-06
leaf_weight=0.0010267558580530902 0.0010462044273645841 0.0010471207859598141 0.0012645980944591554 0.0012368101629338102 0.0010617996455707024 0.0019300099482527082 0.001182894488413334 0.0012393694694189221 0.0010028425487106987
leaf_count=627 146 145 368 266 216 580 341 639 582
internal_value=0 4.96229e-05 8.52199e-05 3.99796e-05 -1.55686e-05 -8.34519e-05 3.49857e-05 0.000198383 -0.000334907
internal_weight=0 0.0110116 0.00996545 0.00870085 0.00746404 0.00640224 0.00435227 0.00316938 0.00204996
internal_count=3910 3283 3137 2769 2503 2287 1560 1219 727
is_linear=0
shrinkage=0.00196078


Tree=5245
num_leaves=10
num_cat=0
split_feature=484 15 12 124 42 151 1 16 16
split_gain=8.92487e-05 3.84993e-05 0.000112007 7.63339e-05 0.000115351 9.34723e-05 9.31484e-05 0.000140684 4.04185e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.035524999999999994 0.095575000000000007 0.0054700000000000009 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=-0.00055239101296754788 -0.00038449318270961585 -0.00059420798341003431 0.00018476062849821675 -0.00018628191111730313 -0.00021695064539291854 -0.0003237742458851699 0.0010231134422621865 0.00069191858736801113 0.0004892939571930076
leaf_weight=0.0010328821318368589 0.0010208710487260237 0.0012287541019971712 0.0016799931517591197 0.0010504158897702955 0.0019743897771064807 0.0010752260870690868 0.0010661578153465393 0.0010232584325555823 0.0011162714811142147
leaf_count=627 280 420 931 192 664 291 169 162 174
internal_value=0 4.98953e-05 -0.000144302 0.000117735 0.000187914 0.000337851 0.000466458 0.000171496 0.000750075
internal_weight=0 0.0112353 0.00290875 0.00832659 0.00730572 0.00533133 0.00428091 0.00209848 0.00218243
internal_count=3910 3283 1351 1932 1652 988 796 453 343
is_linear=0
shrinkage=0.00196078


Tree=5246
num_leaves=10
num_cat=0
split_feature=11 3 1 13 52 0 3 12 4
split_gain=9.16978e-05 9.3883e-05 6.52761e-05 7.94234e-05 0.000114378 0.00010564 7.29562e-05 6.42762e-05 5.68231e-05
threshold=0.081005000000000008 -0.12008499999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -0.10575999999999998 0.0048550000000000008 0.086935000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 8 -5 -6 7 -3 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.00050118203655525131 -0.00057833409418972515 -0.00015853514709204391 0.00074353576314023788 -0.00052779777494591006 0.00041934312436967436 -0.0003519921469081802 6.3549548523605536e-05 -0.00082858090848877269 0.00010704498036481564
leaf_weight=0.001472398193707136 0.0010082394468558199 0.0012169118008011444 0.0010025189041552246 0.0013684245493048586 0.0019930806426398029 0.0010382798363171783 0.0018755625715911363 0.0010050118928255107 0.0011670012428942663
leaf_count=211 233 757 504 142 142 171 162 1208 380
internal_value=0 3.70594e-05 -2.70061e-05 9.41343e-05 -5.72603e-05 0.000155151 -0.000221225 -0.000461608 0.000401163
internal_weight=0 0.0121392 0.0106668 0.00656931 0.00439979 0.00303136 0.00409749 0.00222192 0.00216952
internal_count=3910 3677 3466 1339 455 313 2127 1965 884
is_linear=0
shrinkage=0.00196078


Tree=5247
num_leaves=11
num_cat=0
split_feature=484 42 43 3 42 3 2 2 16 2
split_gain=9.40508e-05 5.30617e-05 4.48366e-05 0.000179374 7.8751e-05 0.000101082 6.48549e-05 4.315e-05 7.01464e-05 9.44445e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.08221500000000001 -0.089604999999999976 0.086650000000000019 0.087995000000000004 -0.19424999999999998 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 -3 -7 -9 -10
right_child=1 2 4 -5 -6 7 -8 8 9 -11
leaf_value=-0.00054983654018691533 -0.00037408344798089971 -0.00039963952344031071 0.00060327668369544068 0.00095430317915858748 -0.00050844790479839667 -0.00035732433636209563 0.00026089617381070535 -0.0003245602859472606 -7.3842615119075862e-05 0.00064194259838544585
leaf_weight=0.0011108910404541384 0.0010513351113843388 0.0010125251616634504 0.0011724483766921536 0.0010356030917525768 0.0010026421598862386 0.0012145172591729409 0.001312029223998747 0.0012544604531941747 0.0016673757496376593 0.0012326466798884164
leaf_count=627 254 291 256 333 758 365 436 165 276 149
internal_value=0 4.66067e-05 8.71676e-05 0.000275564 3.25551e-06 8.1687e-05 -2.68188e-05 -3.22145e-05 6.28278e-05 0.0002304
internal_weight=0 0.0119556 0.0109042 0.00336016 0.00754409 0.00654145 0.00232455 0.005369 0.00415448 0.00290002
internal_count=3910 3283 3029 1060 1969 1211 727 955 590 425
is_linear=0
shrinkage=0.00196078


Tree=5248
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 1 1 0
split_gain=9.16123e-05 4.79475e-05 0.000102221 8.13614e-05 0.000160526 9.62038e-05 9.67928e-05 0.000109998 6.99815e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.0089749999999999986 0.095575000000000007 0.11167500000000001 -0.10783
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -9
right_child=1 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.00056428238680371584 -0.00036764911400820945 -0.00035648757133165658 0.00064735350680657005 -0.00067704127438171296 0.00031888804650408913 0.00068289461132143843 0.0006377448319662371 -0.00034500145628047716 0.00031897678421110583
leaf_weight=0.001058493109113579 0.0010154872395542599 0.0017460651058385326 0.0010879607236092383 0.001569008512467445 0.0010311504568336492 0.0010143754894033291 0.0014042528107264252 0.0013712954140371867 0.0010997080697621661
leaf_count=627 151 852 152 659 641 155 223 155 295
internal_value=0 3.88903e-05 7.88789e-05 1.19141e-05 -0.000282084 0.000127115 2.68241e-05 0.000199532 -4.95012e-05
internal_weight=0 0.0113393 0.0103238 0.00923586 0.00260016 0.0066357 0.00562132 0.00387526 0.002471
internal_count=3910 3283 3132 2980 1300 1680 1525 673 450
is_linear=0
shrinkage=0.00196078


Tree=5249
num_leaves=8
num_cat=0
split_feature=133 50 13 16 12 49 15
split_gain=2.30236e-05 3.42012e-05 3.69812e-05 3.72818e-05 7.92057e-05 6.94631e-05 6.86497e-05
threshold=0.099765000000000006 0.086465000000000014 0.043015000000000005 0.10994000000000002 0.086935000000000012 -0.006494999999999999 -0.031229999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0064039017751356432 -0.014548781408007947 -0.015721714929169888 0.016060301831694664 -0.013964370997981311 -0.018881345096631273 0.0054882600617931418 0.037068418844746993
leaf_weight=0.0016224686249273045 0.0010028422391687155 0.0010503743822168265 0.0018230541866744296 0.0014904934829184854 0.0012058646000686415 0.0015373941946786639 0.0012464241742378337
leaf_count=366 608 562 433 387 734 383 437
internal_value=0 0.00134656 0.00335516 9.40936e-05 0.00382779 0.0100426 0.0196279
internal_weight=0 0.00997607 0.0089257 0.00710265 0.00561215 0.00440629 0.00278382
internal_count=3910 3302 2740 2307 1920 1186 820
is_linear=0
shrinkage=0.1


Tree=5250
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 15 52 0 2
split_gain=9.54836e-05 4.06442e-05 0.000103901 5.45291e-05 5.92274e-05 0.000108607 7.49322e-05 4.38064e-05 4.36241e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 -0.072349999999999984 -0.083674999999999986 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 -3 -8
right_child=1 2 -4 4 -6 -7 8 -9 -10
leaf_value=-0.00057419659888539604 -0.00033391033093177534 -0.00054999939251395224 0.0006542219500707434 -0.00029508591707302125 -0.00028099568792596812 0.00074779391167791129 -5.3861149216933709e-05 4.5142755203851741e-06 0.00041070403354035611
leaf_weight=0.0010535410670067377 0.0010058773424489768 0.0010398036769882165 0.0010816129045516697 0.0015847416288826957 0.0013162853712634457 0.0010587933880960854 0.0012936733522507834 0.0011574435226470556 0.0019462926150592673
leaf_count=627 151 793 152 267 445 171 248 737 319
internal_value=0 4.25791e-05 7.87195e-05 1.24783e-05 9.49924e-05 0.00017911 5.43114e-05 -0.000257898 0.00022521
internal_weight=0 0.0114845 0.0104786 0.00939703 0.00719979 0.0058835 0.00482471 0.00219725 0.00323997
internal_count=3910 3283 3132 2980 1450 1005 834 1530 567
is_linear=0
shrinkage=0.00196078


Tree=5251
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 151 2 1 15 0
split_gain=7.13108e-05 8.07824e-05 8.14552e-05 8.95734e-05 5.13944e-05 9.13819e-05 0.000136583 9.89494e-05 8.49071e-05 5.09204e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.044604999999999992 0.087995000000000004 0.11183500000000002 -0.064869999999999983 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -5 8 -8 -7 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00050011267210233216 -0.00048895085897679696 -0.0006327721549662566 0.00057921513084041457 -0.00024722931559921323 -0.00018961847145279235 -0.00032746250035917455 0.0010856160967717594 0.00024806225971822843 0.00041521116364017614 -4.4896575355536663e-05
leaf_weight=0.0010743580015914475 0.001061276734031869 0.0010656832276669255 0.0011175757451034199 0.0013124690068961921 0.0015806801368282884 0.0012822678048261555 0.00116183212426714 0.0010170289173180673 0.0010991858579787583 0.0012092797979815246
leaf_count=627 151 793 152 256 472 245 129 210 138 737
internal_value=0 2.73497e-05 7.78695e-05 2.02762e-05 0.000124222 0.000208693 0.000339909 0.00069467 1.53266e-05 -0.000320281
internal_weight=0 0.0119073 0.010846 0.00972843 0.00745346 0.00587278 0.00456031 0.00217886 0.00238145 0.00227496
internal_count=3910 3283 3132 2980 1450 978 722 339 383 1530
is_linear=0
shrinkage=0.00196078


Tree=5252
num_leaves=8
num_cat=0
split_feature=1 3 3 13 4 1 12
split_gain=2.06577e-05 6.44716e-05 4.78332e-05 3.97796e-05 9.41144e-05 7.74635e-05 7.15098e-05
threshold=0.088010000000000019 -0.115685 0.0048550000000000008 -0.0024749999999999993 0.0057500000000000008 0.11593500000000001 0.090480000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -2
right_child=3 2 -4 4 5 -7 -8
leaf_value=0.014872481963747223 0.029885939513993348 -0.02307946625654983 0.00057823341575312002 -0.026862223931687659 0.019142744901311591 -0.014975547781011986 -0.0052871777898841552
leaf_weight=0.0011889152091202476 0.0012777620294669976 0.0018486238334260415 0.0015894791110835221 0.0011339420765063995 0.0018844145582782126 0.0010287542781679717 0.0010554965922163473
leaf_count=200 590 1962 163 332 152 140 371
internal_value=0 -0.00520077 -0.0121422 0.0035755 -0.00241987 0.00709424 0.0139747
internal_weight=0 0.00462702 0.0034381 0.00638037 0.00404711 0.00291317 0.00233326
internal_count=3910 2325 2125 1585 624 292 961
is_linear=0
shrinkage=0.1


Tree=5253
num_leaves=9
num_cat=0
split_feature=484 1375 1 42 3 133 13 3
split_gain=9.51234e-05 3.79634e-05 4.05549e-05 5.19817e-05 5.18215e-05 5.63635e-05 4.76467e-05 4.28474e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.100615 0.083815000000000014 -0.0024749999999999993 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.00057555046326485495 -0.00030847813097271374 0.00036401375167381423 0.00039612511892480348 -0.00034434578255409783 -0.00038602796736233899 0.00029601139376383273 0.00026345192286827832 -0.00026408190521978004
leaf_weight=0.0010459343276459183 0.0010748859228354836 0.0019820621024519399 0.0013460213250341907 0.0012242280207618835 0.0016462891230974463 0.0017067090498768195 0.0014333542143408974 0.0010083951982766681
leaf_count=627 146 378 310 600 875 494 347 133
internal_value=0 4.22491e-05 7.86838e-05 3.12134e-05 9.0334e-05 -3.27664e-06 -0.000128226 4.55907e-05
internal_weight=0 0.0114219 0.0103471 0.00900104 0.00777681 0.00579475 0.00408804 0.00244175
internal_count=3910 3283 3137 2827 2227 1849 1355 480
is_linear=0
shrinkage=0.00196078


Tree=5254
num_leaves=10
num_cat=0
split_feature=484 4 0 1 12 2 3 16 42
split_gain=9.09155e-05 5.71243e-05 0.000129424 6.77427e-05 4.81734e-05 8.16691e-05 0.000111324 7.89761e-05 4.64633e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.10106500000000002 1.0000000180025095e-35 0.090325000000000003 -0.10486499999999999 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00056099048763204318 -0.0003989863392204589 -0.00055224481517407323 0.00072256982812008775 -0.00028993622530213201 0.000497942931554281 0.00058613308531719316 -0.00048663675970737045 0.00021588997819931474 1.8079365914156571e-05
leaf_weight=0.0010525929531722102 0.0010336823774980105 0.0011954916892526705 0.0010937618406076542 0.0019933285811609327 0.0010150999436276103 0.0016657392492140308 0.0010248810308070456 0.0015391346704378207 0.001015873329740148
leaf_count=627 151 799 152 648 183 330 135 154 731
internal_value=0 4.0897e-05 8.40238e-05 1.01137e-05 0.000101877 3.72718e-05 0.000191473 -6.4922e-05 -0.000290245
internal_weight=0 0.011577 0.0105433 0.00944955 0.00723818 0.00622308 0.00422975 0.00256402 0.00221137
internal_count=3910 3283 3132 2980 1450 1267 619 289 1530
is_linear=0
shrinkage=0.00196078


Tree=5255
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 150 3 1
split_gain=9.37548e-05 3.98373e-05 9.84065e-05 5.8129e-05 0.000158894 9.00534e-05 8.44216e-05 7.05208e-05 7.26531e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.017214999999999998 0.082965000000000025 0.090325000000000003 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 -3
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00056961880825184743 -0.00032829858514043348 -0.00027297704226203435 0.0006451712062170861 -0.00062688462541569501 0.00036074544330040196 0.0005997113828471348 0.00039581675281012273 -0.00045957960745843213 0.00043062245266557801
leaf_weight=0.0010468985142594077 0.0010076605490004593 0.0011376129841883394 0.0010628788060413558 0.0015687254516079535 0.0010424969872003997 0.0011967132741025621 0.0015276117826963169 0.0016262612538616834 0.0011194863054509196
leaf_count=627 151 673 152 659 641 248 332 167 260
internal_value=0 4.37635e-05 8.02272e-05 1.50929e-05 -0.000232586 0.000112971 5.32095e-06 -0.00014829 7.59974e-05
internal_weight=0 0.0112894 0.0102818 0.00921891 0.00261122 0.00660769 0.00541097 0.00388336 0.0022571
internal_count=3910 3283 3132 2980 1300 1680 1432 1100 933
is_linear=0
shrinkage=0.00196078


Tree=5256
num_leaves=8
num_cat=0
split_feature=1 42 3 2 2 2 16
split_gain=1.92509e-05 3.405e-05 3.4214e-05 4.82025e-05 6.10647e-05 3.9715e-05 5.53276e-05
threshold=0.12811000000000003 0.091955000000000023 -0.100615 0.113945 0.097940000000000013 0.084065000000000015 -0.089559999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.012294473192735092 0.010787604549509699 -0.017613640704166354 0.005604035717850204 -0.022321313956169236 0.016469256127691869 0.00084596659488007659 -0.031266892646578566
leaf_weight=0.0019063931180316931 0.0014111757319890767 0.0011822834070264127 0.0016072923585021249 0.0010718325900181229 0.0017204605987315943 0.0010747929836953261 0.001071282908467003
leaf_count=450 338 737 648 198 341 308 890
internal_value=0 -0.00171837 0.000505081 -0.00292852 0.000868785 -0.00628212 -0.0151842
internal_weight=0 0.00963434 0.00845205 0.00654566 0.00547383 0.00375337 0.00214608
internal_count=3910 3572 2835 2385 2187 1846 1198
is_linear=0
shrinkage=0.1


Tree=5257
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 15 2 3 42 12
split_gain=7.15321e-05 4.19689e-05 9.84831e-05 7.61745e-05 6.1819e-05 0.000109338 7.18154e-05 0.000105068 3.82787e-05 3.69329e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.089910000000000004 0.11265500000000002 0.082690000000000013 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 9 -8 -3 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00062430195170616728 -0.00047375013611605375 -0.00068038012430447856 0.00051719166446313964 -0.00059982493462458128 -0.00040501193133340719 0.00065371772807429633 0.0005440942917423749 -0.00022482140627334078 -0.00015885923689423501 -6.9760913797253668e-05
leaf_weight=0.001062097965132308 0.0010087077452757076 0.0011724502284292792 0.0010407846455244779 0.0010210132055961186 0.0013085578633940534 0.0010078821681077776 0.0013327919063631437 0.0014019053734143946 0.0010048322885305577 0.0010007017206396093
leaf_count=627 151 773 152 218 445 171 277 162 757 177
internal_value=0 -9.20644e-05 -5.46518e-05 -0.000118993 -2.02696e-05 6.70711e-05 -5.72391e-05 0.00014992 -0.000439694 -0.000337456
internal_weight=0 0.0112996 0.0102909 0.00925013 0.00707285 0.00576429 0.00475641 0.0027347 0.00217728 0.00202171
internal_count=3910 3283 3132 2980 1450 1005 834 439 1530 395
is_linear=0
shrinkage=0.00196078


Tree=5258
num_leaves=9
num_cat=0
split_feature=150 151 151 16 133 13 160 3
split_gain=2.05707e-05 7.66073e-05 3.76327e-05 4.14901e-05 5.75877e-05 0.000100349 8.26335e-05 5.95306e-05
threshold=0.082085000000000019 -0.056409999999999995 -1.0000000180025095e-35 -0.25582999999999995 -0.036599999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.019582924915313688 0.028483206952257745 -0.0097669958812785316 0.014256195998976956 0.018110972562995244 -0.024191883308723985 -0.031913004983644751 0.027490892630090455 -0.0023241372329435308
leaf_weight=0.0011069630923574497 0.0010113854090093581 0.0010856592881743937 0.0016403545207471009 0.0010182031181261509 0.0010244398678194112 0.001302876353209915 0.0010752357675068657 0.0017755246815177044
leaf_count=360 318 195 364 637 574 481 679 302
internal_value=0 0.00868073 -0.00232355 0.000114419 -0.00362936 -0.00790433 0.000167604 0.00892135
internal_weight=0 0.00209704 0.0089436 0.00783663 0.00619628 0.00517808 0.0038752 0.00285076
internal_count=3910 513 3397 3037 2673 2036 1555 981
is_linear=0
shrinkage=0.1


Tree=5259
num_leaves=8
num_cat=0
split_feature=133 50 13 47 4 3 13
split_gain=1.97633e-05 2.84595e-05 3.64529e-05 3.69829e-05 7.17329e-05 5.75429e-05 2.18868e-05
threshold=0.099765000000000006 0.086465000000000014 0.043015000000000005 0.077065000000000008 -0.06272999999999998 0.096385000000000012 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.012793037335953642 -0.013605621486775858 -0.014471378365949314 0.015547138016310575 -0.013041072060719193 0.010924812691850999 0.0270145918904619 -0.0092358231595978928
leaf_weight=0.001758287045255995 0.0010012817065654751 0.0010467011294747293 0.0018291886788180728 0.0017217131957448428 0.0011405718587262814 0.001477544361401018 0.0010200913216369852
leaf_count=785 608 562 433 353 774 207 188
internal_value=0 0.00113057 0.00295575 -0.000279903 0.00379146 0.0118065 0.00140658
internal_weight=0 0.0099941 0.0089474 0.00711821 0.00539649 0.00363821 0.00216066
internal_count=3910 3302 2740 2307 1954 1169 962
is_linear=0
shrinkage=0.1


Tree=5260
num_leaves=11
num_cat=0
split_feature=484 1 2 42 150 48 12 13 151 15
split_gain=0.000179237 9.01214e-05 9.67242e-05 9.44228e-05 6.88847e-05 0.000107959 0.00010598 9.31754e-05 7.88604e-05 6.33422e-05
threshold=-0.0043499999999999988 0.13562500000000002 0.12663500000000003 -1.0000000180025095e-35 0.090695000000000012 0.016865000000000002 0.088325000000000015 -0.094679999999999986 -0.0074049999999999993 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 -8 -7 -5
right_child=1 -3 -4 4 -6 8 7 -9 -10 -11
leaf_value=-0.00079847816546106578 -0.00037614872445454229 0.000605517220386667 -0.00058460548112740374 -0.00054158073557850051 -0.00029841792782812324 0.0009368882195204259 0.00073989667456066176 1.1418610923367413e-05 0.00020079372394163686 3.4717354702393704e-05
leaf_weight=0.0010472882440892605 0.0016869555900989883 0.0010157130458968424 0.0010063099545580068 0.0012306012257790569 0.0012581369828483764 0.0010945459300229939 0.0012100271944684264 0.0015267848699167101 0.0011448489153816669 0.0018143511612975904
leaf_count=612 924 230 184 204 243 162 74 634 197 446
internal_value=0 4.47584e-05 -2.81452e-06 5.05731e-05 0.00012815 0.000195058 5.34869e-05 0.000333501 0.000560574 -0.00019819
internal_weight=0 0.0129883 0.0119726 0.0109663 0.0092793 0.00802116 0.00578176 0.00273681 0.00223939 0.00304495
internal_count=3910 3298 3068 2884 1960 1717 1358 708 359 650
is_linear=0
shrinkage=0.00196078


Tree=5261
num_leaves=9
num_cat=0
split_feature=474 160 133 52 133 150 2 2
split_gain=1.86904e-05 6.13895e-05 7.19247e-05 3.49739e-05 5.51776e-05 7.64458e-05 5.02335e-05 0.000113657
threshold=0.084420000000000009 -1.0000000180025095e-35 -0.0023199999999999996 0.11110500000000002 0.087550000000000017 0.086420000000000011 0.105395 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.019963029878125801 0.012773527415996376 -0.022041842817957832 0.0061545538535901084 0.02263315202529019 -0.017177420660877057 -0.014906638289300472 -0.0054516674586529545 0.047338999986692165
leaf_weight=0.0015276607305558946 0.0010084534380476193 0.001099994371526301 0.0019576029619441659 0.0010123667569610327 0.001152635041669567 0.0012205771079142102 0.001021200740729181 0.0010188334486390897
leaf_count=911 440 843 346 159 553 201 245 212
internal_value=0 -0.00150957 0.00181354 0.00536765 0.00262406 0.00699795 0.013686 0.020252
internal_weight=0 0.0100109 0.00848321 0.00738322 0.00637085 0.00521821 0.00399764 0.00297644
internal_count=3910 3470 2559 1716 1557 1004 803 558
is_linear=0
shrinkage=0.1


Tree=5262
num_leaves=9
num_cat=0
split_feature=1 3 3 13 15 12 47 16
split_gain=1.98657e-05 5.13776e-05 4.9327e-05 3.42243e-05 7.7009e-05 6.88096e-05 6.62963e-05 9.48134e-06
threshold=0.088010000000000019 -0.115685 -0.069909999999999986 -0.0024749999999999993 -0.0039399999999999991 0.088375000000000023 0.09252500000000001 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -2 -5 -4
right_child=3 2 7 4 -6 -7 -8 -9
leaf_value=0.012833313323793477 0.030833556508519516 -0.026201847753696259 0.0049680416238926904 0.017078014540173343 -0.026186908940473243 -0.0034450334789654924 -0.01360528538110144 -0.0085926446255307626
leaf_weight=0.001176734428453982 0.0011279304647205538 0.0013567174009112429 0.0010559150866671315 0.0019149467273683069 0.0010019811502998367 0.0012179330819622382 0.0011137370199052095 0.0010075858375617245
leaf_count=200 513 1694 312 242 266 448 116 119
internal_value=0 -0.0051902 -0.0113912 0.00343357 -0.00215548 0.0130367 0.00579485 -0.0016535
internal_weight=0 0.00459695 0.00342022 0.00637653 0.00403066 0.00234586 0.00302868 0.0020635
internal_count=3910 2325 2125 1585 624 961 358 431
is_linear=0
shrinkage=0.1


Tree=5263
num_leaves=10
num_cat=0
split_feature=484 43 133 15 16 2 13 1 43
split_gain=8.81235e-05 5.02034e-05 5.3845e-05 5.183e-05 7.84559e-05 6.67064e-05 7.91317e-05 6.47746e-05 5.16643e-05
threshold=-1.0000000180025095e-35 -0.074254999999999988 0.08493500000000001 1.0000000180025095e-35 -0.17157499999999998 0.11260500000000001 -0.003375 0.09112000000000002 -0.14252999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 6 -6 -8 -2
right_child=1 3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00055161431037048221 0.00011962452946359008 -0.00036112519023154212 -0.0001643062087068963 -0.00035838054209442479 -0.00044237984431984978 0.00056935543939802254 0.00054439241489747877 -0.00013743141237185236 0.00063256509767249311
leaf_weight=0.0011009860679631273 0.0018168493311417919 0.0015106773011188601 0.0011470188784398145 0.0017952750376466218 0.0010024052864296444 0.0011217890171216199 0.0011423570647237603 0.0010087346151648469 0.0012916639424601646
leaf_count=627 224 288 611 1014 275 187 152 155 377
internal_value=0 2.83452e-05 0.000198786 -6.73272e-05 2.29811e-05 0.000158706 1.26256e-05 0.000224657 0.000332764
internal_weight=0 0.0118368 0.00425553 0.00758124 0.00578596 0.00427529 0.0031535 0.00215109 0.00310851
internal_count=3910 3283 1212 2071 1057 769 582 307 601
is_linear=0
shrinkage=0.00196078


Tree=5264
num_leaves=10
num_cat=0
split_feature=484 42 43 3 484 51 12 1 3
split_gain=8.12022e-05 3.41085e-05 5.33246e-05 0.000107279 5.33138e-05 6.13922e-05 4.74987e-05 0.000152473 4.73526e-05
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.074254999999999988 -0.078669999999999976 0.085815000000000016 0.077145000000000005 0.086865000000000012 0.095575000000000007 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 -8
right_child=1 2 4 -5 -6 -7 8 -9 -10
leaf_value=-0.0005308574729608038 -0.00030016322316838958 5.0721363214658385e-06 -0.00096856791822623554 0.00075425445176517051 0.00039427711052194468 0.00025991667910940463 0.00032140575627926646 1.528776912619076e-05 -0.00027863105767851046
leaf_weight=0.0010311148879149608 0.00100625833817843 0.0019168625026949894 0.0010109718530818138 0.0011916989495625251 0.0010391618454353591 0.0014820944089817736 0.0010207553829875405 0.001510371017448618 0.0010020073760982815
leaf_count=627 267 664 340 385 204 271 669 250 233
internal_value=0 4.42073e-05 7.82675e-05 0.000292279 -1.58916e-05 -8.66213e-05 -0.000199647 -0.000379205 2.41681e-05
internal_weight=0 0.0111802 0.0101739 0.00310856 0.00706536 0.0060262 0.00454411 0.00252134 0.00202276
internal_count=3910 3283 3016 1049 1967 1763 1492 590 902
is_linear=0
shrinkage=0.00196078


Tree=5265
num_leaves=8
num_cat=0
split_feature=1 52 160 2 15 13 2
split_gain=2.0187e-05 3.37838e-05 4.6791e-05 5.60693e-05 8.56874e-05 6.41694e-05 4.74873e-05
threshold=0.12864500000000004 0.11401500000000002 -0.026849999999999995 0.099015000000000006 -0.095799999999999982 -0.089899999999999994 0.086875000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -6
right_child=-2 -3 3 5 6 -7 -8
leaf_value=0.016561712499706182 0.011042860312163354 -0.018586125730972802 -0.03517638593688404 0.027056452616535137 -0.013351508272509109 -0.0040277236055670613 0.011082962659167608
leaf_weight=0.0014630755989438627 0.0013991739106420662 0.0010674523091860439 0.0010464260683328052 0.0010761125619288825 0.0017460653942318193 0.0017346911365146442 0.001460808876152788
leaf_count=580 331 580 229 104 968 532 586
internal_value=0 -0.00181475 0.000284733 -0.00308646 -0.0103289 0.00787281 -0.00222102
internal_weight=0 0.00959463 0.00852718 0.0070641 0.0042533 0.0028108 0.00320687
internal_count=3910 3579 2999 2419 1783 636 1554
is_linear=0
shrinkage=0.1


Tree=5266
num_leaves=9
num_cat=0
split_feature=1 3 15 3 52 1 0 16
split_gain=1.8905e-05 4.3607e-05 3.98589e-05 4.26559e-05 3.66796e-05 7.00795e-05 3.39608e-05 3.56733e-05
threshold=0.088010000000000019 -0.115685 -1.0000000180025095e-35 -0.032959999999999996 -0.072349999999999984 0.096035000000000023 -0.10303999999999998 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 7 -7
right_child=4 2 3 -5 5 6 -8 -9
leaf_value=0.01151448206516769 -0.0082597132196973958 -0.026977629499216151 -0.018727774037318567 0.0083460674621477476 0.029362329046811492 -0.0042920505232624693 -0.01302318924384141 0.021495637798416897
leaf_weight=0.0011806080032483249 0.0019028265078222407 0.0010514446017805368 0.0010394977506575289 0.0013220809219382428 0.0011685456439063466 0.0011000271402540674 0.0011480908451586016 0.0010470302394033114
leaf_count=200 490 1021 990 114 352 176 452 115
internal_value=0 -0.00505149 -0.0107819 -0.00357104 0.0033657 0.0083215 0.000859872 0.00828353
internal_weight=0 0.00459363 0.00341302 0.00236158 0.00636652 0.00446369 0.00329515 0.00214706
internal_count=3910 2325 2125 1104 1585 1095 743 291
is_linear=0
shrinkage=0.1


Tree=5267
num_leaves=8
num_cat=0
split_feature=475 42 43 0 2 49 15
split_gain=1.85928e-05 2.95146e-05 6.8243e-05 6.7067e-05 3.45514e-05 5.30935e-05 3.90515e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 -0.072864999999999985 0.097940000000000013 -1.0000000180025095e-35 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6
right_child=1 2 4 -5 6 -7 -8
leaf_value=-0.012355167299081008 -0.010739739028315848 0.001988448024563271 0.0070316154669954724 0.03562149667978138 0.018858479719902736 -0.022004254130933314 -0.0040922809778944618
leaf_weight=0.0011195117092724213 0.0016983894425615662 0.0012450781473773457 0.0010394442116515204 0.0011318861185203571 0.001229067136822149 0.0015977816298300745 0.0018684551506369202
leaf_count=621 994 642 120 266 220 779 268
internal_value=0 0.0012475 0.00375732 0.0180042 -0.00214777 -0.01056 0.00501436
internal_weight=0 0.0098101 0.00811171 0.00237696 0.00573475 0.00263723 0.00309752
internal_count=3910 3289 2295 908 1387 899 488
is_linear=0
shrinkage=0.1


Tree=5268
num_leaves=8
num_cat=0
split_feature=11 159 49 150 2 13 12
split_gain=1.74663e-05 2.37237e-05 4.13365e-05 4.77768e-05 9.80758e-05 7.07077e-05 6.54324e-05
threshold=0.077330000000000024 0.090705000000000022 0.093425000000000022 0.086420000000000011 0.10362500000000001 0.0034250000000000005 0.086765000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0056580957777348992 -0.012371083567275218 -0.013242033070792523 0.021436754883724648 -0.017561436721227664 -0.016925944575229803 -0.0093889959281706695 0.032812254402719752
leaf_weight=0.0019193601661502292 0.0010530034674642039 0.0010223015012039835 0.0010536464124353837 0.001252111702948009 0.0016950579742216251 0.0012541728151724955 0.0016504949075010962
leaf_count=796 279 462 471 305 360 279 958
internal_value=0 0.00117913 0.00284973 0.00032963 0.00376594 0.0110366 0.0182126
internal_weight=0 0.00984715 0.00882484 0.0077712 0.00651909 0.00482403 0.00356986
internal_count=3910 3631 3169 2698 2393 2033 1754
is_linear=0
shrinkage=0.1


Tree=5269
num_leaves=11
num_cat=0
split_feature=484 4 0 12 1 15 1 15 43 2
split_gain=8.77079e-05 4.13969e-05 9.85775e-05 4.25576e-05 6.99884e-05 6.85891e-05 0.000119006 0.000147959 6.15668e-05 2.84549e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 0.12864500000000004 1.0000000180025095e-35 0.11167500000000001 -0.075094999999999981 -0.0031199999999999995 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -7 -5
right_child=1 2 -4 4 -6 8 -8 -9 -10 -11
leaf_value=-0.00055448632246329183 -0.0003388136452368411 -0.00036647116026107806 0.00064701260192986975 -0.00021048535608497715 0.0005183992241092083 3.5046812876230712e-05 -0.00037316166414725759 0.00083788710135791322 -0.00062763117597894877 0.00023036399405271913
leaf_weight=0.001037657685713283 0.0010032200489515824 0.0010091407618262127 0.0010522859463139743 0.00115712741204117 0.0011084947147722212 0.0010566870627112855 0.0013744530351098589 0.00128423176965095 0.0011002543596149014 0.0010961505629420957
leaf_count=627 151 423 152 284 136 774 152 457 471 283
internal_value=0 4.13041e-05 7.85488e-05 1.34332e-05 6.03157e-05 -1.15176e-05 0.000116471 0.000306712 -0.000302985 3.97432e-06
internal_weight=0 0.011242 0.0102388 0.00918654 0.0081774 0.0070689 0.00491196 0.00353751 0.00215694 0.00225328
internal_count=3910 3283 3132 2980 2557 2421 1176 1024 1245 567
is_linear=0
shrinkage=0.00196078


Tree=5270
num_leaves=9
num_cat=0
split_feature=49 2 42 2 4 42 3 0
split_gain=2.14149e-05 4.97941e-05 4.78424e-05 3.4898e-05 4.57733e-05 4.19021e-05 9.34088e-05 5.27749e-05
threshold=-0.045004999999999996 0.10045500000000002 0.092395000000000019 0.10393500000000001 0.25367000000000006 -0.088669999999999985 -0.078884999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 -7 -8
right_child=2 -3 -4 4 -6 6 7 -9
leaf_value=-0.0034214071096556244 0.022829613677717318 0.025286924685614262 -0.021754843748764487 -0.019212710057294264 0.0079481699719483583 -0.020223965545406911 -0.0030021653169487353 0.028183849926651346
leaf_weight=0.001525543040385941 0.0010863197960831981 0.0010003526938085032 0.0011238251338137129 0.0016166265136950484 0.0010069532468914976 0.0013562732891967081 0.0010433036912236337 0.0011307527644412677
leaf_count=316 362 213 742 359 201 1185 155 377
internal_value=0 0.00794821 -0.00255823 0.000421463 -0.00878812 0.00565515 0.000370382 0.0132181
internal_weight=0 0.0025259 0.00836405 0.00724023 0.00262358 0.00461665 0.00353033 0.00217406
internal_count=3910 529 3381 2639 560 2079 1717 532
is_linear=0
shrinkage=0.1


Tree=5271
num_leaves=9
num_cat=0
split_feature=150 151 47 43 52 12 42 16
split_gain=1.90998e-05 3.87833e-05 4.07093e-05 4.11454e-05 5.01837e-05 4.46706e-05 2.92909e-05 1.77857e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.10436500000000001 -0.077544999999999989 0.086950000000000013 0.086865000000000012 0.084685000000000024 -0.080824999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 -2
right_child=7 2 -4 4 -6 -7 -8 -9
leaf_value=-0.019704384145689955 0.017987472658522862 -0.0033920380982796401 0.015028185601679081 -0.011731672437910042 -0.026773323570210363 0.013414924211684116 0.020587202318472719 -0.00062441706856993006
leaf_weight=0.0010994752871768612 0.0010151539590760748 0.0010361908925878862 0.0015210618725364352 0.001855089662242365 0.0011443951677129038 0.0011408638675104721 0.0010019960214952988 0.0010388830047296249
leaf_count=360 222 486 215 561 665 721 389 291
internal_value=0 -0.00213547 0.000373309 -0.0032345 -0.00896011 -0.00215581 0.00839643 0.00857402
internal_weight=0 0.00879907 0.0076996 0.00617854 0.00414035 0.00299595 0.00203819 0.00205404
internal_count=3910 3397 3037 2822 1947 1282 875 513
is_linear=0
shrinkage=0.1


Tree=5272
num_leaves=10
num_cat=0
split_feature=484 1375 1 42 13 3 0 15 2
split_gain=7.44339e-05 3.06707e-05 4.00339e-05 5.19691e-05 5.2282e-05 7.893e-05 4.20515e-05 3.11789e-05 2.64573e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.13934999999999997 -0.100615 -0.082994999999999985 -0.0039399999999999991 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00051124289350544842 -0.00027639808242410261 -0.00022355501013666224 0.00039386609661936538 -0.00035382065358915098 0.0005521094083723616 -0.00022534822617625047 -0.00030181559842840962 0.00039995289636941963 0.00022239363049113097
leaf_weight=0.0010226518553305775 0.0010537000254061566 0.0016248718417664482 0.001316872718043296 0.0011890736085798043 0.0015573504720130943 0.0010064837063810039 0.0010615545882452504 0.0011915009240002082 0.0010232545885366351
leaf_count=627 146 133 310 600 340 346 750 429 229
internal_value=0 4.17426e-05 7.53627e-05 2.68968e-05 8.75398e-05 0.000174094 3.66365e-05 0.000148173 3.72454e-07
internal_weight=0 0.0110247 0.00997096 0.00865409 0.00746502 0.00584014 0.00428279 0.00322124 0.00202974
internal_count=3910 3283 3137 2827 2227 2094 1754 1004 575
is_linear=0
shrinkage=0.00196078


Tree=5273
num_leaves=11
num_cat=0
split_feature=484 4 0 1 42 15 15 1 2 15
split_gain=7.32805e-05 4.22435e-05 8.96317e-05 6.06003e-05 6.53709e-05 5.54887e-05 0.000118538 5.98032e-05 0.000107474 7.04986e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 0.035895000000000003 -0.017214999999999998 0.11167500000000001 0.089910000000000004 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5 -9
right_child=1 2 -4 5 -6 -7 -8 9 -10 -11
leaf_value=-0.0005059324865991895 -0.00033958188248473225 -0.00057547451197075851 0.00061136602915644301 -0.00019573974655802713 9.5928010930960598e-05 -0.00026495032137147345 0.00076628872283617889 0.00013792428063727697 0.00063582828971629692 -0.00052934970252493864
leaf_weight=0.001048604196503493 0.0010515800085583856 0.001222762212878136 0.0010670462228155224 0.0010720306140216277 0.0010248368951021279 0.0013186957533936842 0.001083175932709771 0.0013340926879532172 0.001350045834769064 0.0011196155348485327
leaf_count=627 151 799 152 223 731 445 171 292 162 157
internal_value=0 3.52486e-05 7.2461e-05 1.20913e-05 -0.000269335 9.90059e-05 0.000179548 4.92011e-05 0.00026777 -0.00016655
internal_weight=0 0.0116439 0.0105923 0.00952526 0.0022476 0.00727766 0.00595896 0.00487578 0.00242208 0.00245371
internal_count=3910 3283 3132 2980 1530 1450 1005 834 385 449
is_linear=0
shrinkage=0.00196078


Tree=5274
num_leaves=9
num_cat=0
split_feature=150 151 4 15 16 0 13 2
split_gain=1.54972e-05 3.15719e-05 3.91956e-05 6.2941e-05 4.40115e-05 5.85081e-05 4.07784e-05 1.76978e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.25367000000000006 -0.064869999999999983 -0.089864999999999987 -0.082994999999999985 -0.0030249999999999995 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -2
right_child=7 2 -4 4 5 6 -8 -9
leaf_value=-0.017775952295802422 -0.001728974485668602 -0.024357775733195194 0.014912639260679936 -0.015816379781058289 0.027263276039295282 0.0096872963244417718 -0.014075660561228668 0.016810124571277608
leaf_weight=0.001100864148487468 0.0010124754758356466 0.0011432060536245882 0.0014872765449386602 0.0011280748486395082 0.0010160558963127572 0.0016733005180724824 0.0012704406762017637 0.001047821117282046
leaf_count=360 306 730 379 336 401 708 483 207
internal_value=0 -0.00193319 0.000326453 -0.00315508 0.00160901 0.00657318 -0.000568166 0.0076996
internal_weight=0 0.00881922 0.00771835 0.00623108 0.00508787 0.0039598 0.00294374 0.0020603
internal_count=3910 3397 3037 2658 1928 1592 1191 513
is_linear=0
shrinkage=0.1


Tree=5275
num_leaves=9
num_cat=0
split_feature=1 42 484 2 13 15 0 43
split_gain=1.66255e-05 3.39768e-05 3.49155e-05 4.32982e-05 8.80745e-05 6.06863e-05 0.000131886 5.14501e-05
threshold=0.12730000000000002 0.091955000000000023 0.085515000000000022 0.11125500000000001 -0.10547499999999999 -0.10071499999999999 -0.089879999999999974 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.032364530657346062 0.010006255400150356 -0.017775338034845049 0.016923662226799731 0.012309629362130462 0.021167377109607644 -0.031084623595091898 0.025302890136239809 -0.0059512538355335973
leaf_weight=0.0010436825914490414 0.001415836727392092 0.0011433105804198292 0.0011331610612684206 0.0016379143960778136 0.0010318847398405485 0.0013343831294695169 0.0010149297024611842 0.0010949408181030744
leaf_count=107 345 732 335 303 253 421 422 992
internal_value=0 -0.00161474 0.000613798 -0.00196826 -0.00620499 -0.000105475 -0.00647874 0.0090832
internal_weight=0 0.00943421 0.0082909 0.00715774 0.00551982 0.00447614 0.00344425 0.00210987
internal_count=3910 3565 2833 2498 2195 2088 1835 1414
is_linear=0
shrinkage=0.1


Tree=5276
num_leaves=10
num_cat=0
split_feature=484 48 48 51 52 2 13 3 4
split_gain=0.00010255 3.29278e-05 7.71428e-05 3.63349e-05 5.09683e-05 6.47799e-05 9.5659e-05 0.000113685 5.63278e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.093225000000000016 -0.09021499999999999 -0.084699999999999984 0.10571000000000001 -0.09547499999999999 -0.089974999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -9
right_child=1 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.00059052132491254944 0.000284453947156862 -0.00029123631870288337 0.00055025253946424063 -0.00043022845153494089 0.00069098486010592817 -0.00026908364037524267 -0.00052925329113080613 0.00047823470910544099 -0.00011792587333349865
leaf_weight=0.0010573196156913106 0.0016435881324341527 0.0010060447612490345 0.0011896472486931835 0.0010866046298043854 0.0010036578461483738 0.0019711839939605741 0.0010699305098879953 0.0014853799594559511 0.001033158091714764
leaf_count=627 373 137 215 356 173 391 341 989 308
internal_value=0 4.76104e-05 8.01288e-05 1.9949e-05 -3.68801e-05 2.82417e-05 0.000155869 6.20319e-06 0.000233677
internal_weight=0 0.0114892 0.0104832 0.0092935 0.00764992 0.00656331 0.00459213 0.00358847 0.00251854
internal_count=3910 3283 3146 2931 2558 2202 1811 1638 1297
is_linear=0
shrinkage=0.00196078


Tree=5277
num_leaves=9
num_cat=0
split_feature=484 42 43 3 49 48 0 12
split_gain=7.96525e-05 4.47092e-05 4.90115e-05 0.00011393 4.52179e-05 0.000103642 7.88616e-05 0.000149333
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.074254999999999988 -0.078669999999999976 0.093425000000000022 0.086125000000000021 -0.14293499999999998 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -8
right_child=1 2 4 -5 -6 -7 7 -9
leaf_value=-0.00052134553178241312 -0.00034712176058987172 -7.2505230916224713e-06 0.00046479739902303556 0.00076798067411462656 0.00037781417237899034 -0.00053957976045107266 -0.00059451230386026578 0.00026110283865141864
leaf_weight=0.0010462308994216808 0.0010174228053525585 0.0018997987016941406 0.0013706627292080185 0.0011824980771332769 0.0010070262918987537 0.0013938967082839874 0.0013479146788986447 0.0018754566541796217
leaf_count=627 267 664 161 385 254 226 493 833
internal_value=0 4.46122e-05 8.41625e-05 0.000290161 -6.60962e-06 -7.12605e-05 7.08344e-05 -9.66891e-05
internal_weight=0 0.0110947 0.0100773 0.0030823 0.00699496 0.00598793 0.00459403 0.00322337
internal_count=3910 3283 3016 1049 1967 1713 1487 1326
is_linear=0
shrinkage=0.00196078


Tree=5278
num_leaves=9
num_cat=0
split_feature=484 1 42 3 2 2 13 4
split_gain=8.0305e-05 3.03816e-05 4.49567e-05 5.13528e-05 6.39511e-05 5.36987e-05 4.45152e-05 3.95113e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.100615 0.113945 0.097940000000000013 -0.0041499999999999983 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00053204481857045986 0.00033645972578866577 0.00031370444137163557 -0.00035280986504999723 -0.00033959681598317914 -0.00047126927026979847 0.00033753123766603195 0.00034394688953069062 -0.00017244213425442954
leaf_weight=0.001027762454890579 0.0019002626329919182 0.0013748454270172397 0.0012012427200925558 0.0014971900066790694 0.0010572816074406466 0.0017630625382782563 0.0011840653187524493 0.0010978888824428282
leaf_count=627 384 316 611 1080 181 300 291 120
internal_value=0 4.09146e-05 2.25423e-06 5.24343e-05 -2.93482e-05 5.49566e-05 -7.68713e-05 9.55029e-05
internal_weight=0 0.0110758 0.00970099 0.00849975 0.00659949 0.00554221 0.00377914 0.00228195
internal_count=3910 3283 2967 2356 1972 1791 1491 411
is_linear=0
shrinkage=0.00196078


Tree=5279
num_leaves=8
num_cat=0
split_feature=52 150 1 4 3 0 52
split_gain=1.64902e-05 3.57012e-05 3.23921e-05 9.87702e-05 7.56848e-05 5.69443e-05 4.49995e-05
threshold=-0.27466499999999994 0.082085000000000019 0.10752500000000002 -1.0000000180025095e-35 0.094625000000000015 -0.082994999999999985 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=-0.012318288395466462 0.01805459466829731 0.013727605900630744 0.025405185231846761 -0.027767571929334125 -0.0084018445273741759 -0.020506263852687921 0.006775125453905172
leaf_weight=0.0010031185218421649 0.0014402793551337792 0.0018343232319542229 0.0012357788980439752 0.0015221817786189875 0.0014267541288916225 0.0012267731138542329 0.0011921592001614459
leaf_count=425 868 492 335 555 196 657 382
internal_value=0 0.00113842 -0.0017324 -0.006196 0.00728923 0.00231243 -0.00706076
internal_weight=0 0.00987825 0.00804393 0.00538139 0.00266253 0.00385921 0.00241893
internal_count=3910 3485 2993 2462 531 1907 1039
is_linear=0
shrinkage=0.1


Tree=5280
num_leaves=10
num_cat=0
split_feature=484 15 12 124 42 151 1 16 0
split_gain=0.000102386 3.02467e-05 9.73457e-05 7.57304e-05 0.000112519 8.2359e-05 8.947e-05 4.18251e-05 2.16274e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.035524999999999994 0.095575000000000007 -0.057604999999999996 -0.06340999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 8 -8 -7
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00070912512299894296 -0.0005052668110715195 -0.00066596379610416999 6.3958907475725275e-05 -0.00027986767074586363 -0.00034302010209104008 -0.00015921474621072786 0.00090423901995039804 0.00035179294524515713 0.00024536829843180855
leaf_weight=0.0010703595523863961 0.0010491812475646387 0.0012243698407672634 0.0016479400898747349 0.001054000918290084 0.0019480958888428148 0.0010298793975346298 0.0010123424076481915 0.0010987396439221184 0.0010024238948975381
leaf_count=627 280 420 931 192 664 325 169 174 128
internal_value=0 -7.40401e-05 -0.000247183 -1.33518e-05 5.88767e-05 0.000209517 0.000334007 0.000616711 4.03439e-05
internal_weight=0 0.011067 0.00287231 0.00819466 0.00714548 0.00519739 0.00414339 0.00211108 0.0020323
internal_count=3910 3283 1351 1932 1652 988 796 343 453
is_linear=0
shrinkage=0.00196078


Tree=5281
num_leaves=9
num_cat=0
split_feature=484 15 12 124 42 13 52 2
split_gain=9.25568e-05 3.3705e-05 9.52518e-05 8.61665e-05 0.000130164 8.90678e-05 7.11096e-05 6.80829e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.10241499999999999 -0.081429999999999989 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.00056801555107072134 -0.00043028263955246257 -0.00055810812626173455 0.00016449232826680057 0.00081348091366058631 -0.00025421293874743468 0.00063558004730917324 0.00036065755084716417 -0.00022727025459325025
leaf_weight=0.0010448760285383185 0.0010105819965429749 0.0012134605094051207 0.001661883737007198 0.0011850157461040468 0.0019362616457931064 0.0010802611077463144 0.0014326064344025364 0.0016064049986354947
leaf_count=627 280 420 931 159 664 322 237 270
internal_value=0 4.23529e-05 -0.000140461 0.00010606 0.000180919 0.000339758 0.000203479 4.98821e-05
internal_weight=0 0.0111265 0.00287534 0.00825113 0.00724055 0.00530429 0.00411927 0.00303901
internal_count=3910 3283 1351 1932 1652 988 829 507
is_linear=0
shrinkage=0.00196078


Tree=5282
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 51 42 0
split_gain=0.0001049 3.75419e-05 0.000113623 5.15867e-05 0.000163838 8.52167e-05 9.7099e-05 5.7781e-05 9.4365e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.017214999999999998 -0.07742499999999998 0.085330000000000003 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00060158859914020383 -0.00031818367534476252 -0.00055313265466857002 0.00068306571576366227 -0.00062110241965306751 0.00037455780561074204 0.00057263181156273085 -6.6079366711848281e-05 -0.00029148852759506785 0.00058500939933775746
leaf_weight=0.0010585924763036091 0.0010046743178070893 0.0010065084844696915 0.0010725947938683708 0.0015869892279404064 0.001059695679967411 0.0012067476742978651 0.00180536751013732 0.0010074785387400348 0.001627219653943746
leaf_count=627 151 297 152 659 641 248 154 449 532
internal_value=0 4.37256e-05 7.87796e-05 9.08565e-06 -0.000222454 0.000101192 -3.26075e-06 0.000121388 0.00024257
internal_weight=0 0.0113773 0.0103726 0.00930001 0.00264668 0.00665332 0.00544657 0.00444007 0.00343259
internal_count=3910 3283 3132 2980 1300 1680 1432 1135 686
is_linear=0
shrinkage=0.00196078


Tree=5283
num_leaves=10
num_cat=0
split_feature=484 4 0 160 43 15 4 4 1
split_gain=9.54574e-05 3.71838e-05 0.000119156 4.80108e-05 4.31025e-05 8.20982e-05 0.000183335 5.26029e-05 4.59723e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.087825000000000014 -0.079374999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.0021050000000000005 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 -3 -8
right_child=1 2 -4 -5 5 -7 8 -9 -10
leaf_value=-0.00058092223409352104 -0.0003210519054523098 -0.00045297240081325059 0.00069174133848178877 -0.00035729748508743611 0.00091257626930606704 -0.00023476654712186202 -0.0002281665603849332 0.00011837516281122174 0.00027817629614120822
leaf_weight=0.0010447091016963722 0.0010082519476253679 0.001198901030542801 0.0010739541226250518 0.0012397473677519385 0.0012803009745130049 0.0015241981012951589 0.0014358704234072629 0.0012820421726503126 0.0013260643030930013
leaf_count=627 151 639 152 264 259 981 370 200 267
internal_value=0 3.84134e-05 7.33935e-05 1.88841e-06 5.72232e-05 0.000153025 0.000299249 -0.000157725 1.49395e-05
internal_weight=0 0.0113693 0.0103611 0.00928712 0.00804738 0.00556643 0.00404224 0.00248094 0.00276193
internal_count=3910 3283 3132 2980 2716 1877 896 839 637
is_linear=0
shrinkage=0.00196078


Tree=5284
num_leaves=10
num_cat=0
split_feature=484 15 42 124 42 151 1 16 3
split_gain=8.33131e-05 4.47511e-05 0.000107008 9.12849e-05 0.000110534 0.000128283 8.0991e-05 0.000103069 8.0543e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 -0.018779999999999995 0.083970000000000017 -0.044604999999999992 0.095575000000000007 0.0054700000000000009 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=-0.00053590166817959009 -0.00043011146010611467 -0.00043687606061093386 0.00035223288466835687 -0.00029987238386320789 -0.00020689285456424722 -0.00019307503848667025 0.0011471518827623241 0.0006622376565369486 0.00039989045134467585
leaf_weight=0.0010579028777824599 0.0010466324567425167 0.0019447084388654614 0.0010006661420622071 0.0010012044705781306 0.0019876678561814819 0.0011547110118753567 0.0010166593347271837 0.0010202952955694865 0.0012200435313250741
leaf_count=627 280 730 621 190 664 293 199 162 144
internal_value=0 3.93337e-05 -0.000168783 0.0001119 0.000188554 0.000333766 0.000477565 0.000208152 0.000739547
internal_weight=0 0.0113926 0.00294537 0.00844721 0.00740058 0.00541291 0.00441171 0.00217501 0.0022367
internal_count=3910 3283 1351 1932 1652 988 798 455 343
is_linear=0
shrinkage=0.00196078


Tree=5285
num_leaves=12
num_cat=0
split_feature=484 474 0 1 42 3 2 151 15 16 0
split_gain=0.000190573 0.000101058 7.62301e-05 0.000134442 0.00011035 0.000109241 0.000113669 0.00018312 8.61301e-05 6.80489e-05 7.11333e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.084304999999999977 0.083065000000000014 -0.089744999999999978 0.12046500000000002 0.087995000000000004 -0.0088999999999999982 -0.021529999999999997 -0.083564999999999987 0.10302000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -5 -8 -6 -10 -11
right_child=1 -3 4 5 8 -7 7 -9 9 10 -12
leaf_value=-0.00080557886722722313 -0.00075329287746986936 0.00062615132555271492 -0.0004059293119709858 -0.00024928722723110931 0.00074903393993847522 -0.00054166995580372235 -0.00010258957208828501 0.0010267300785516199 0.00054262841446497837 -0.00039982830507678861 0.00028364619409594112
leaf_weight=0.0010803184832322297 0.0011602912216267334 0.0010791212017774521 0.0010651509596240694 0.0016079634866580155 0.0011886515903002325 0.0011507349548604811 0.0011580436430013337 0.0010548805225056388 0.0010842486362980085 0.0011487039514230966 0.0011939608595692634
leaf_count=612 765 298 245 245 445 129 113 135 161 647 115
internal_value=0 5.17735e-05 -6.97682e-07 -0.000152306 0.000162952 -1.20462e-05 0.00014746 0.000435747 0.000294235 0.000136485 -5.14892e-05
internal_weight=0 0.0128918 0.0118126 0.00613191 0.00568072 0.00497162 0.00382089 0.00221292 0.00461557 0.00342691 0.00234266
internal_count=3910 3298 3000 1387 1613 622 493 248 1368 923 762
is_linear=0
shrinkage=0.00196078


Tree=5286
num_leaves=10
num_cat=0
split_feature=484 1375 1 47 47 160 4 4 3
split_gain=7.83237e-05 4.82316e-05 5.34817e-05 6.05801e-05 5.82955e-05 4.48302e-05 5.68068e-05 6.67294e-05 6.30158e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11198000000000001 0.084155000000000021 0.084695000000000006 -0.080184999999999992 0.018480000000000003 -0.077679999999999985 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00051782770121412583 -0.00035740609884294197 -0.00045094061867501653 0.00060642071559359825 4.4534806759424095e-05 0.00036947262053262244 -0.00031565355234825665 0.00038148652851362804 -0.00048729992762041853 0.00027557905710660831
leaf_weight=0.0010879830657161806 0.001107838406154144 0.0010970218136278371 0.0013317229147507201 0.0016539460931150737 0.0012718712129803633 0.0011332551300276413 0.0010989776837206063 0.0013061599715019339 0.0017844659785877356
leaf_count=627 146 486 405 147 255 356 305 628 555
internal_value=0 3.20165e-05 7.24212e-05 0.000295157 -1.40373e-05 -9.00161e-05 -1.56309e-05 -0.000118954 4.59418e-05
internal_weight=0 0.0117853 0.0106774 0.00298567 0.00769175 0.00641988 0.00532286 0.00422388 0.00291772
internal_count=3910 3283 3137 552 2585 2330 1844 1539 911
is_linear=0
shrinkage=0.00196078


Tree=5287
num_leaves=9
num_cat=0
split_feature=11 1375 1 3 2 12 2 2
split_gain=1.83238e-05 2.34346e-05 4.06762e-05 6.9715e-05 6.1736e-05 6.09129e-05 5.01375e-05 3.74739e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 0.090355000000000005 0.096385000000000012 0.096540000000000015 0.085845000000000019 0.087005000000000013 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -4 -3 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=-0.013436714045657184 -0.012713798050656026 -0.0024159170562452364 0.03666229907344349 -0.017609100301497448 0.0095141802833087711 0.0045697016972042273 -0.030608806146199249 0.0093693980808695742
leaf_weight=0.0010004478508166834 0.0010656048751148681 0.0015340040810415429 0.0012292055690416421 0.0010156416131336986 0.0019513454345450694 0.0011398645993682742 0.0010713194350305446 0.0010442134142991761
leaf_count=176 279 885 396 147 563 456 823 185
internal_value=0 0.00108134 0.00269777 0.00952228 -0.00393541 0.0212211 -0.0140089 -0.00393274
internal_weight=0 0.00998604 0.00898559 0.00442893 0.00455667 0.00236907 0.00260532 0.00205986
internal_count=3910 3631 3455 1184 2271 852 1708 332
is_linear=0
shrinkage=0.1


Tree=5288
num_leaves=9
num_cat=0
split_feature=0 4 42 4 47 0 48 16
split_gain=1.72934e-05 4.59872e-05 4.38033e-05 4.04957e-05 5.85724e-05 5.56515e-05 0.000126103 3.11716e-05
threshold=-0.017269999999999997 -0.48072499999999996 -1.0000000180025095e-35 -0.06272999999999998 0.087850000000000025 -0.15007499999999999 0.085090000000000013 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 -7
right_child=1 -3 3 4 -6 7 -8 -9
leaf_value=-0.019169752630669019 -0.0085714445930416619 0.019362639554634607 -0.015188990295282236 0.021804997383579303 -0.011454470703980325 0.034652445879260314 -0.025652147920391118 0.0098892825729261381
leaf_weight=0.0013078845869895104 0.001038475492839887 0.0013626665308915007 0.0013151837916017557 0.001196445471048203 0.0017104800807614265 0.0010293884185895151 0.0010524358843619908 0.0010042502247797568
leaf_count=1005 194 252 753 153 332 508 74 639
internal_value=0 0.00728136 -0.00231514 0.000701191 0.00418834 0.0104362 -0.00040409 0.0224239
internal_weight=0 0.00240114 0.00861607 0.00730818 0.005993 0.00428252 0.00224888 0.00203364
internal_count=3910 446 3464 2459 1706 1374 227 1147
is_linear=0
shrinkage=0.1


Tree=5289
num_leaves=10
num_cat=0
split_feature=484 4 0 1 42 15 51 2 3
split_gain=7.52668e-05 4.2228e-05 0.00011251 7.84617e-05 4.97744e-05 4.61283e-05 7.33026e-05 7.97008e-05 0.0001079
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 1.0000000180025095e-35 -0.09021499999999999 0.087995000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8 -9
right_child=1 2 -4 5 -6 -7 7 8 -10
leaf_value=-0.00052173337086904785 -0.00035053645090746721 -0.00061165531055536659 0.00066651078637785372 0.00061059919998721404 -1.2282629656705611e-05 -0.00020782185479592793 -0.00028215333413769906 0.00058788165391617279 -0.00018162618602843929
leaf_weight=0.0010280796937124472 0.001010534839357753 0.001133559174122807 0.0010862772595841763 0.0011928494527680628 0.0010049244477261794 0.0015022528436872866 0.0016311698852432424 0.0016479839462488935 0.0012186351948879734
leaf_count=627 151 799 152 141 731 472 396 291 150
internal_value=0 3.21565e-05 6.92786e-05 -2.45967e-07 -0.000329996 9.77904e-05 0.000178468 6.38633e-05 0.000260754
internal_weight=0 0.0114282 0.0104177 0.00933137 0.00213848 0.00719289 0.00569064 0.00449779 0.00286662
internal_count=3910 3283 3132 2980 1530 1450 978 837 441
is_linear=0
shrinkage=0.00196078


Tree=5290
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 0 12
split_gain=1.60449e-05 5.45744e-05 4.8659e-05 7.13558e-05 6.34827e-05 4.25338e-05 9.8818e-05
threshold=0.09141500000000001 -0.11739999999999999 -0.0057999999999999987 -0.10071499999999999 0.092865000000000017 -0.074514999999999984 0.094045000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=-0.01642115135791556 -0.012186072800448472 0.0077553328598330201 0.027955116969884321 -0.012913591152035206 -0.022324928213890448 0.023926306956346659 -0.014028542027046646
leaf_weight=0.0015225995777315418 0.0010153192655506125 0.0014695215356382103 0.0015274394646153603 0.001231206480522328 0.0013426220005715612 0.0017772462429354961 0.0011171511988793941
leaf_count=463 468 354 240 1420 251 309 405
internal_value=0 0.00100836 0.00414333 0.00949071 -0.0066061 0.00265455 0.00927687
internal_weight=0 0.00998779 0.00846519 0.00565304 0.00281214 0.0041256 0.0028944
internal_count=3910 3442 2979 2374 605 2134 714
is_linear=0
shrinkage=0.1


Tree=5291
num_leaves=9
num_cat=0
split_feature=484 474 1 42 0 2 3 3
split_gain=0.000147673 6.59065e-05 7.0725e-05 8.92038e-05 9.63047e-05 8.01981e-05 0.000102425 6.97765e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.12864500000000004 0.091955000000000023 -0.084304999999999977 0.086915000000000006 0.11818000000000002 -0.082139999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -6
right_child=1 -3 -4 -5 7 6 -8 -9
leaf_value=-0.00073704501396305963 -0.0005174654051239763 0.00051041238146411964 0.000407044903727588 -0.00053040098544805214 0.00051624774284862013 0.00028272844355234833 -0.00045927404078564702 -2.267528569353951e-05
leaf_weight=0.0010031536275773448 0.0016540640832158381 0.0010696371841539829 0.0014383576908968193 0.0013312048669858632 0.0018918866134248953 0.0019963092300379816 0.0011145838527825414 0.0018048303570406981
leaf_count=612 503 318 279 582 614 516 83 403
internal_value=0 4.53391e-05 1.04654e-06 -5.85857e-05 1.56411e-05 -0.000168607 1.68807e-05 0.000253132
internal_weight=0 0.0123009 0.0112312 0.00979288 0.00846167 0.00476496 0.00311089 0.00369672
internal_count=3910 3298 2980 2701 2119 1102 599 1017
is_linear=0
shrinkage=0.00196078


Tree=5292
num_leaves=8
num_cat=0
split_feature=49 457 42 52 0 16 1
split_gain=1.79532e-05 4.4901e-05 4.33481e-05 3.92128e-05 3.92344e-05 6.75978e-05 6.48049e-05
threshold=-0.045004999999999996 0.084715000000000013 0.092395000000000019 -0.074484999999999982 -0.15137999999999999 -0.055679999999999993 0.090355000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.0042083683657232118 -0.013114369712567554 0.022592212781844465 -0.02053045664182325 0.018585849763583209 -0.0055471281234939895 -0.014193459530766499 0.028340134781436033
leaf_weight=0.0014763739049918657 0.0016563263727825293 0.0010841952386362467 0.0011427205158296202 0.0014467996276820308 0.0011380737641193824 0.00194102732351058 0.0011194093653380886
leaf_count=371 688 158 742 180 946 563 262
internal_value=0 0.00713952 -0.00241948 0.000414921 0.0043844 -0.0005094 0.0112564
internal_weight=0 0.00256057 0.00844436 0.00730164 0.00564531 0.00419851 0.00225748
internal_count=3910 529 3381 2639 1951 1771 1208
is_linear=0
shrinkage=0.1


Tree=5293
num_leaves=9
num_cat=0
split_feature=484 47 52 12 13 457 43 15
split_gain=0.000110096 3.96441e-05 6.37069e-05 5.10855e-05 8.59311e-05 6.52019e-05 8.35571e-05 0.000104937
threshold=-1.0000000180025095e-35 0.10436500000000001 0.11401500000000002 -0.0089849999999999982 -0.09547499999999999 0.082870000000000013 -0.083899999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.00061405306675195947 -0.00034608976811691567 0.00030722911489660483 -0.00046364654960985086 0.00047043183606528612 0.00026314906621981984 0.00038859251221912486 0.00019112449804513785 -0.00058678661893117037
leaf_weight=0.0010499913520375355 0.0010771239328033972 0.0019095388757046508 0.0010268738918405513 0.0019032323723912874 0.0014375801819122248 0.0012208577669893805 0.0010266115797412298 0.0019016577298460885
leaf_count=627 415 219 492 235 433 159 153 1177
internal_value=0 4.92178e-05 -2.13568e-06 5.31824e-05 0.000110601 -1.19825e-05 -0.000123999 -0.000314062
internal_weight=0 0.0115035 0.00959394 0.00856706 0.00748994 0.00558671 0.00436585 0.00292827
internal_count=3910 3283 3064 2572 2157 1922 1763 1330
is_linear=0
shrinkage=0.00196078


Tree=5294
num_leaves=10
num_cat=0
split_feature=484 1 0 133 3 2 0 49 16
split_gain=6.72133e-05 3.93592e-05 0.000143687 7.25598e-05 5.96001e-05 0.000113057 6.56401e-05 4.85307e-05 2.41137e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.090325000000000003 0.086650000000000019 -0.07773999999999999 -0.042499999999999989 -0.044329999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -6 -9
right_child=1 4 3 -5 7 -7 -8 8 -10
leaf_value=-0.0004763586401927479 -0.00076652929320699466 -0.00018509471098113899 0.00033420350027827349 -0.00026424600071612284 0.00023724701683252295 0.00068470438104789187 0.00039375980421555091 -6.5619936352399842e-05 -0.00049050862072130841
leaf_weight=0.0010997394423542329 0.0010130983905448677 0.0019460106322062506 0.0018413614450092058 0.0013500196002993957 0.0010888101863604453 0.0015518388239686995 0.0012287140493299651 0.0010431759885186687 0.0010114656262265593
leaf_count=627 775 475 402 449 122 425 361 156 118
internal_value=0 2.99794e-05 -0.000123182 8.10471e-05 0.000111805 0.000250959 3.89394e-05 -9.74307e-05 -0.000274786
internal_weight=0 0.0120745 0.00420448 0.00319138 0.00787002 0.00472656 0.00317472 0.00314345 0.00205464
internal_count=3910 3283 1626 851 1657 1261 836 396 274
is_linear=0
shrinkage=0.00196078


Tree=5295
num_leaves=10
num_cat=0
split_feature=0 4 156 3 4 1 4 151 47
split_gain=1.85761e-05 4.51513e-05 2.81442e-05 3.82135e-05 3.7431e-05 5.15072e-05 0.000106858 9.50984e-05 2.94623e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 -7 -6 -8
right_child=1 -3 -4 4 5 6 8 -9 -10
leaf_value=-0.015433768993458578 -0.0066079467095296095 0.022481584030206492 -0.017827832661939866 0.020628306082247149 0.010445725416685897 0.031037620055186232 -0.017860524918209504 -0.031104044836184248 0.0060488299220270722
leaf_weight=0.0013580690435324953 0.0010487379466961539 0.0010862265339896225 0.0010196121574649929 0.0010171842327563983 0.0010184231113463899 0.0012283808985974268 0.0010583003028157715 0.0011998236579550488 0.001004629477373572
leaf_count=570 187 207 430 629 238 301 265 960 123
internal_value=0 0.00819222 -0.00219385 -0.000172164 0.00300343 -0.000250501 0.00768723 -0.0120281 -0.00621687
internal_weight=0 0.00213496 0.00890442 0.00788481 0.00652674 0.00550956 0.00329131 0.00221825 0.00206293
internal_count=3910 394 3516 3086 2516 1887 689 1198 388
is_linear=0
shrinkage=0.1


Tree=5296
num_leaves=8
num_cat=0
split_feature=4 151 16 12 48 0 0
split_gain=1.60276e-05 2.34105e-05 6.45971e-05 6.32716e-05 4.66987e-05 6.02591e-05 6.15885e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.092424999999999993 0.086305000000000007 0.091555000000000011 -0.083424999999999985 0.10302000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.0086928255860911248 0.0087553267732052818 -0.036150551167202588 0.014345428566910673 -0.0014831590584713891 0.020488666621901824 -0.022223469270704194 0.0070428548228648052
leaf_weight=0.0017302780940986326 0.0017017200916250976 0.0010689401659710698 0.0013798238745306697 0.0010373784043431647 0.0010503041983346475 0.0018532039095477491 0.0011749451008806078
leaf_count=556 472 243 689 333 225 1241 151
internal_value=0 -0.00180062 -0.00420082 -0.0190766 0.00153965 -0.0029754 -0.0108679
internal_weight=0 0.00929487 0.0075646 0.00210632 0.00545828 0.00440797 0.00302815
internal_count=3910 3438 2882 576 2306 2081 1392
is_linear=0
shrinkage=0.1


Tree=5297
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 4 2 1 0 47
split_gain=0.000106854 3.65738e-05 8.38707e-05 5.09757e-05 5.17909e-05 9.50083e-05 9.50716e-05 0.000126156 4.50498e-05 1.59758e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 0.11052000000000002 -0.083674999999999986 0.10409500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 9 -8 -3 -7
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00060175195707602453 -0.00030377675196927148 -0.00054091526580848665 0.00061054775917928055 0.00068335948575067495 -0.00022106557727818258 -0.00043320120256510708 0.00076306358691536442 -0.00012071242035811898 3.0065961405714036e-05 -8.3099795256120286e-05
leaf_weight=0.0010563393909984462 0.0010212688347332822 0.0010094221453824919 0.001049668789791589 0.0011881217453985895 0.0014842308226485539 0.0010006540117420987 0.0012279639520364413 0.0012563076377445853 0.0011215256482838302 0.0010038002169388324
leaf_count=627 151 793 152 308 472 247 104 245 737 74
internal_value=0 5.02164e-05 8.51742e-05 2.58256e-05 0.000105049 0.000190313 5.98082e-05 0.000316134 -0.000240406 -0.000257876
internal_weight=0 0.011363 0.0103417 0.00929203 0.00716108 0.00567685 0.00448873 0.00248427 0.00213095 0.00200445
internal_count=3910 3283 3132 2980 1450 978 670 349 1530 321
is_linear=0
shrinkage=0.00196078


Tree=5298
num_leaves=8
num_cat=0
split_feature=0 3 4 0 2 4 4
split_gain=1.58147e-05 5.37852e-05 4.77793e-05 6.18974e-05 5.33369e-05 3.7256e-05 3.58883e-05
threshold=-0.060094999999999989 -0.089974999999999986 -0.077679999999999985 -0.10071499999999999 0.11230000000000001 -0.23071499999999998 0.015635000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -2 -4
right_child=5 2 3 -5 -6 -7 -8
leaf_value=-0.021179879188255993 -0.0038710542033634069 0.020084428113585951 -0.0010430146892323694 -0.022134775900353412 -0.011178075355286806 0.017262099248733603 0.023559228136099501
leaf_weight=0.0013028540858155595 0.0018732065033108805 0.0010991143938727166 0.0010667868030023731 0.001262330024223296 0.001546927536129276 0.0015039469734039936 0.0013348520288604146
leaf_count=585 298 622 162 1389 211 408 235
internal_value=0 -0.00268189 0.00113747 -0.00285894 0.00330341 0.00554017 0.0126311
internal_weight=0 0.00761286 0.00631001 0.0052109 0.00394857 0.00337715 0.00240164
internal_count=3910 3204 2619 1997 608 706 397
is_linear=0
shrinkage=0.1


Tree=5299
num_leaves=9
num_cat=0
split_feature=484 0 4 3 2 3 1 0
split_gain=0.000110554 3.33642e-05 5.0065e-05 5.48345e-05 4.16651e-05 6.77516e-05 7.48289e-05 6.29189e-05
threshold=-1.0000000180025095e-35 -0.06402999999999999 -0.49269499999999994 -0.074234999999999982 0.086915000000000006 0.12046500000000002 0.10113500000000002 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 7 6 -6 -2
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.00061706962432380179 0.00013590648950238522 -0.00016319236036624069 0.000615387451798656 6.1824180301658731e-05 2.2135302565027778e-05 -0.00025750195727895233 0.00065501891671097411 -0.00043197902449649715
leaf_weight=0.0010432533903000892 0.001268158369364023 0.0010569294200354711 0.001377255562257015 0.0013746888425518612 0.0019122633592087354 0.0014265148138519384 0.0011503315027028848 0.0018361754423321325
leaf_count=627 151 167 234 298 1053 156 203 1021
internal_value=0 4.97882e-05 0.000199548 0.000338864 -2.53312e-05 9.54503e-05 0.000259851 -0.000199991
internal_weight=0 0.0114023 0.00380887 0.00275194 0.00759344 0.00448911 0.00306259 0.00310433
internal_count=3910 3283 699 532 2584 1412 1256 1172
is_linear=0
shrinkage=0.00196078


Tree=5300
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 150 1 0
split_gain=0.000110321 4.79472e-05 0.000113383 6.513e-05 0.000155214 7.94042e-05 7.36119e-05 0.000109397 4.24207e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.0089749999999999986 0.082965000000000025 0.10521500000000002 -0.075584999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.0006176953521812344 -0.00035577630587340487 -0.00058654948347364991 0.00069295500458242416 -0.00063741947929549323 0.00033693386291600903 0.00062840892922786718 0.00039006414224200281 -7.8213032214544175e-05 0.00041680371629037617
leaf_weight=0.0010494167968879775 0.0010352137129229959 0.0012691956571877763 0.0010645886879687141 0.0015610579663007794 0.0010522913034454529 0.0010036112870195554 0.0015805496080336214 0.0017939555016033087 0.0010581666863144
leaf_count=627 151 718 152 659 641 155 383 221 203
internal_value=0 4.66252e-05 8.67442e-05 1.74903e-05 -0.000245086 0.000119825 3.0307e-05 -0.000107662 0.000105443
internal_weight=0 0.0114186 0.0103834 0.00931883 0.00261335 0.00670548 0.00570187 0.00412132 0.00285212
internal_count=3910 3283 3132 2980 1300 1680 1525 1142 424
is_linear=0
shrinkage=0.00196078


Tree=5301
num_leaves=11
num_cat=0
split_feature=484 3 1 2 3 0 3 15 16 43
split_gain=0.000107936 5.09224e-05 5.33747e-05 0.000142363 7.05505e-05 5.82506e-05 9.25644e-05 5.3107e-05 4.05815e-05 4.03039e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.10113500000000002 0.10393500000000001 0.090325000000000003 -0.084304999999999977 0.084925000000000014 -0.074174999999999977 -0.0083999999999999995 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 -4 6 -3 -6 -2 -7
right_child=1 2 4 -5 7 9 -8 -9 -10 -11
leaf_value=-0.00060064540007808776 5.4903503337267e-05 -0.00055866812580917158 0.00047632192236065143 -0.00079162717060811459 0.00022972760392910406 0.00051348342685469755 0.0002110186177102272 -0.00034682259787415041 0.00060254100574967748 -2.6112563832938533e-05
leaf_weight=0.0010830777900106515 0.0010569990730813377 0.0012778543586425078 0.0016091255478220801 0.0010424734511794518 0.0012579598057466403 0.0010824397529766421 0.0011336671649691543 0.0012003467221298626 0.0010244568020987888 0.0010469249720690007
leaf_count=627 185 847 426 300 171 367 77 120 177 613
internal_value=0 4.62834e-05 -1.3709e-05 -0.000138169 0.000157137 1.18491e-05 -0.000196835 -5.17915e-05 0.000324441 0.000248185
internal_weight=0 0.0117322 0.00965079 0.00558336 0.00406743 0.00454089 0.00241152 0.00245831 0.00208146 0.00212936
internal_count=3910 3283 2921 2204 717 1904 924 291 362 980
is_linear=0
shrinkage=0.00196078


Tree=5302
num_leaves=9
num_cat=0
split_feature=1375 16 0 52 12 16 4 2
split_gain=1.71015e-05 4.09786e-05 4.92252e-05 6.74529e-05 6.54829e-05 5.03461e-05 0.000140211 5.72268e-05
threshold=-1.0000000180025095e-35 -0.50388999999999984 -0.14867499999999997 -0.013104999999999999 0.051320000000000005 -0.17157499999999998 -0.077679999999999985 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7
right_child=1 2 3 5 -6 6 -8 -9
leaf_value=-0.012604343889847491 0.017937507350329888 -0.018068938029812031 0.032925079485077939 0.013307855031520398 0.001586338052149747 0.021147119980518422 -0.038711565985324652 -0.010933495296234774
leaf_weight=0.0010028620212788981 0.0012623511831429393 0.0014641169774237319 0.0011246945179919964 0.0010875968601173278 0.0016375292548395206 0.0010073769551585368 0.0012159237794705452 0.0012411222839677914
leaf_count=180 279 216 383 218 799 739 960 136
internal_value=0 0.00109089 -0.0013317 0.00201865 0.0143465 -0.00546206 -0.0113546 0.00343932
internal_weight=0 0.0100407 0.00877836 0.00731424 0.00276222 0.00455202 0.00346442 0.0022485
internal_count=3910 3730 3451 3235 1182 2053 1835 875
is_linear=0
shrinkage=0.1


Tree=5303
num_leaves=8
num_cat=0
split_feature=42 40 2 3 0 52 48
split_gain=1.76268e-05 3.99228e-05 5.04396e-05 7.94255e-05 5.51696e-05 4.54546e-05 2.59438e-05
threshold=-1.0000000180025095e-35 -0.0068699999999999985 0.11230000000000001 0.096385000000000012 -0.070894999999999986 -0.0066199999999999991 0.08980500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4
right_child=1 2 6 -5 -6 -7 -8
leaf_value=-0.0091664927904932265 0.020195224635496976 -0.024344847606220656 -0.003810131092394232 0.028267072072376356 0.013443031404754098 0.00033125936503471874 -0.025386530369724894
leaf_weight=0.0018074638425283661 0.0010292796104949048 0.0012132940595891532 0.00125073871855744 0.0011094463173696697 0.0016416037512642073 0.0019402479473434944 0.0010051316800996561
leaf_count=1060 334 602 285 174 376 946 133
internal_value=0 0.00163644 -0.000704383 0.0041551 -0.00142365 -0.00916263 -0.0134238
internal_weight=0 0.00918974 0.00816046 0.00590459 0.00479515 0.00315354 0.00225587
internal_count=3910 2850 2516 2098 1924 1548 418
is_linear=0
shrinkage=0.1


Tree=5304
num_leaves=10
num_cat=0
split_feature=484 4 0 1 42 2 3 12 16
split_gain=9.77611e-05 3.89911e-05 0.000102844 5.19577e-05 6.07624e-05 6.04417e-05 0.000118189 9.92581e-05 9.37718e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 1.0000000180025095e-35 0.090325000000000003 0.097345000000000015 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -5 -8
right_child=1 2 -4 5 -6 6 8 -9 -10
leaf_value=-0.00057769859261840462 -0.00031806423728236705 -0.00055505385215605168 0.00065180436660274303 -0.00041491777966887362 0.00010414320791498361 0.0006348631758063577 -0.00048482603257011365 0.00033203795439358064 0.00028310369472544551
leaf_weight=0.0010434782978264454 0.0010130363007914379 0.0011560657292665347 0.0011004387731739325 0.0017451703237114074 0.0010049285768183105 0.0017656408240365401 0.0010219656035095161 0.0011248013956462986 0.0015215564579448284
leaf_count=627 151 799 152 608 731 390 139 158 155
internal_value=0 4.92103e-05 8.48466e-05 1.80485e-05 -0.000248507 9.82845e-05 0.000245111 -0.00012217 -2.5444e-05
internal_weight=0 0.0114536 0.0104406 0.00934013 0.00216099 0.00717913 0.00430916 0.00286997 0.00254352
internal_count=3910 3283 3132 2980 1530 1450 684 766 294
is_linear=0
shrinkage=0.00196078


Tree=5305
num_leaves=11
num_cat=0
split_feature=484 42 43 3 42 3 0 16 2 0
split_gain=8.92739e-05 6.14374e-05 5.79976e-05 0.000138867 6.70168e-05 8.75997e-05 5.19903e-05 3.55144e-05 0.000157162 0.000111397
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.08221500000000001 -0.089604999999999976 -0.077944999999999987 -0.19424999999999998 0.11260500000000001 -0.21145499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 -3 -7 9 -9
right_child=1 2 4 -5 -6 7 -8 8 -10 -11
leaf_value=-0.00055095405085430209 -0.0004215234333471967 -0.00026536371300448077 0.00054977324434217977 0.00088863344182075229 -0.00048430102110527917 -0.00032217836986179874 0.00032485589206105662 0.00029508981573282141 0.00062487522698236888 -0.00052790307761252299
leaf_weight=0.0010842897040858638 0.0010262166221758446 0.0011632880754348545 0.0011452555987823253 0.0010428296511529492 0.0010137408788122295 0.001354617756630319 0.0011323005076541842 0.0010115962222907436 0.0012362651671873632 0.0016865386848785384
leaf_count=627 254 533 256 333 758 208 194 73 149 525
internal_value=0 3.69265e-05 8.05432e-05 0.0002953 -1.57168e-05 5.81102e-05 2.57625e-05 -4.83519e-05 4.59268e-05 -0.000219343
internal_weight=0 0.0118126 0.0107864 0.00333842 0.00744801 0.00643427 0.00229559 0.00528902 0.0039344 0.00269813
internal_count=3910 3283 3029 1060 1969 1211 727 955 747 598
is_linear=0
shrinkage=0.00196078


Tree=5306
num_leaves=9
num_cat=0
split_feature=2 52 52 3 3 3 4 2
split_gain=1.79938e-05 8.32768e-05 7.25775e-05 8.0122e-05 5.55552e-05 4.76325e-05 5.39988e-05 7.55751e-05
threshold=0.11005500000000001 0.067395000000000024 0.098910000000000012 0.090325000000000003 0.11476000000000001 -0.016619999999999996 0.080255000000000007 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.02728791689376316 0.012176090738859106 0.029320229921910246 -0.024958528353786192 0.022786333462298761 -0.019692767802973021 -0.019269311790010374 0.021655646534652958 0.0075550628823092955
leaf_weight=0.0010000038706002798 0.0010188577466246371 0.0010477723925753787 0.0012369466633755247 0.0013874167610501741 0.0011811326836014028 0.0015030827231052998 0.0010019954813911872 0.0016490815961647603
leaf_count=671 381 208 601 183 166 291 163 1246
internal_value=0 0.00611709 -0.00274497 0.00145539 -0.00493369 -0.00428656 0.00188157 -0.00559782
internal_weight=0 0.00324776 0.00777853 0.00654158 0.00219999 0.00515416 0.00365108 0.00264909
internal_count=3910 755 3155 2554 547 2371 2080 1917
is_linear=0
shrinkage=0.1


Tree=5307
num_leaves=11
num_cat=0
split_feature=484 1 2 4 15 2 151 16 52 2
split_gain=0.000121648 4.31743e-05 4.97614e-05 6.74274e-05 6.33507e-05 5.96002e-05 7.6672e-05 9.62258e-05 0.000102015 9.90451e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.086650000000000019 -0.0025899999999999994 0.080970000000000014 0.09116500000000001 -0.0080899999999999982 -0.27337499999999998 -0.081429999999999989 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 -8 -9 -10
right_child=1 -3 5 -5 -6 6 7 8 9 -11
leaf_value=-0.00064315379760505832 0.00040049737641881814 0.00035678246096597322 0.00050625978154339229 -0.00048817082484604841 -0.00029453192268644732 -0.00041919476011219921 0.00062351592328903599 0.00045910797051207266 -0.00069258819425475188 0.00014189565735736422
leaf_weight=0.0010820543848725156 0.0010036138035923441 0.0014811901651406662 0.0011430555077411204 0.0015951088876431851 0.0010132406372289782 0.0012230077317261596 0.0011493184671049887 0.0010723102041742074 0.0011037955035540863 0.0010837308229148363
leaf_count=627 270 316 513 268 695 219 164 328 357 153
internal_value=0 4.3605e-05 -1.05347e-06 -0.000186927 5.1324e-05 9.80382e-05 1.5189e-05 0.000135678 -3.63187e-05 -0.000279173
internal_weight=0 0.0118684 0.0103872 0.00361196 0.00201685 0.00677522 0.00563216 0.00440915 0.00325984 0.00218753
internal_count=3910 3283 2967 1233 965 1734 1221 1002 838 510
is_linear=0
shrinkage=0.00196078


Tree=5308
num_leaves=10
num_cat=0
split_feature=484 4 0 1 2 3 12 16 42
split_gain=8.49705e-05 3.89829e-05 0.000119249 6.12605e-05 6.14678e-05 0.00011873 9.42593e-05 8.16398e-05 4.79915e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.090325000000000003 0.097345000000000015 -0.10486499999999999 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 6 -6 -5 -7 -3
right_child=1 2 -4 4 5 7 -8 -9 -10
leaf_value=-0.00054839014247420675 -0.00032337984612153237 -0.00054544677146826654 0.00068087768876199306 -0.00041323219232487806 0.00062991888772705618 -0.00046025555053200531 0.00031309409441575352 0.00025534092696482885 3.1961789278594489e-05
leaf_weight=0.0010271436106155463 0.0010336852953644676 0.0012050970363859403 0.0011188335528149714 0.0017607855264217221 0.0017698627190379009 0.0010215270939055426 0.0011263825226947924 0.001532500749097207 0.0010234089972469729
leaf_count=627 151 799 152 608 390 139 158 155 731
internal_value=0 4.00253e-05 7.56033e-05 3.86255e-06 9.16741e-05 0.000239603 -0.000129868 -3.08741e-05 -0.00028028
internal_weight=0 0.0115921 0.0105584 0.00943956 0.00721106 0.00432389 0.00288717 0.00255403 0.00222851
internal_count=3910 3283 3132 2980 1450 684 766 294 1530
is_linear=0
shrinkage=0.00196078


Tree=5309
num_leaves=8
num_cat=0
split_feature=52 376 457 43 2 1 0
split_gain=1.73268e-05 4.63903e-05 4.47287e-05 3.9166e-05 6.04138e-05 6.01024e-05 3.7024e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 -0.07526999999999999 0.11462500000000002 0.088495000000000018 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.012557268326969212 -0.006600243710107024 0.021462344266250058 0.015507373760764446 -0.0033392283083926973 0.0088642521630278408 -0.028502660225826371 0.017925661879139226
leaf_weight=0.0010194646180213948 0.0011757347688803122 0.0010088567445676296 0.0013675033571172576 0.0019519553332328682 0.0013783476745749482 0.0018476599241613316 0.0012917471014859691
leaf_count=425 791 200 241 1134 298 509 312
internal_value=0 0.00112663 -0.00114963 -0.00412899 -0.00906983 -0.0155756 0.00623927
internal_weight=0 0.0100218 0.00901295 0.00764544 0.00517796 0.00379962 0.00246748
internal_count=3910 3485 3285 3044 1941 1643 1103
is_linear=0
shrinkage=0.1


Tree=5310
num_leaves=7
num_cat=0
split_feature=1 0 15 1 0 2
split_gain=1.72126e-05 3.91175e-05 2.92916e-05 4.80478e-05 7.18214e-05 5.93846e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 0.11097000000000001 -0.11756999999999999 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.01513220845420934 0.0019423646902971929 0.0059469652459097563 -0.0097666721561555994 -0.020348198607945497 0.01253986924984796 0.029109024940268832
leaf_weight=0.0019953154775687321 0.0018249004059987452 0.0015755097460329655 0.0015204579526775794 0.0013516229910602725 0.0013052428462793592 0.0014392270611563202
leaf_count=1913 448 95 571 168 411 304
internal_value=0 -0.00583171 0.00261425 0.00579355 -0.00419122 0.0139208
internal_weight=0 0.00357083 0.00744145 0.00592099 0.00265687 0.00326413
internal_count=3910 2008 1902 1331 579 752
is_linear=0
shrinkage=0.1


Tree=5311
num_leaves=8
num_cat=0
split_feature=15 2 16 4 0 1 4
split_gain=1.7146e-05 2.35456e-05 5.70799e-05 4.89614e-05 6.32938e-05 4.33587e-05 5.17024e-05
threshold=-0.24219999999999997 0.11005500000000001 -0.11807499999999999 -0.34687499999999999 -0.06402999999999999 0.096035000000000023 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.012338544334312581 -0.022704385073607905 -0.011429045122925639 0.019260988698106083 -0.01267052395399082 0.018236010626629644 -0.022657458569999483 0.011000293441670056
leaf_weight=0.0010050000410032475 0.0011988433562396192 0.0010102133662873215 0.0015146606982773879 0.0018188298388692947 0.0013831445818321894 0.0011834583283944853 0.001872962080841648
leaf_count=317 212 157 409 1734 187 316 578
internal_value=0 -0.00136488 0.00698177 -0.0041909 -0.000644496 -0.00600104 -0.000661574
internal_weight=0 0.00998211 0.00252487 0.00745724 0.00625839 0.00487525 0.00369179
internal_count=3910 3593 566 3027 2815 2628 2312
is_linear=0
shrinkage=0.1


Tree=5312
num_leaves=12
num_cat=0
split_feature=484 48 48 474 160 133 13 13 43 13 1
split_gain=0.000188906 7.07169e-05 0.000109789 9.71328e-05 4.80274e-05 8.06441e-05 7.81859e-05 9.49141e-05 4.36084e-05 5.51622e-05 3.92563e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.093225000000000016 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -0.083514999999999992 -0.23438999999999996 -0.075819999999999985 0.23436000000000004 0.090820000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 -8 -10
right_child=1 -3 -4 -5 5 6 8 -9 10 -11 -12
leaf_value=-0.00082940507134225553 -0.00041023871134050809 -0.00043895468567030246 0.00064172663141311495 0.00059775991402082551 -0.00046751867014604797 1.1166943726599452e-05 -0.00052171913420490925 0.00084480777427457842 0.0004271443897988899 9.0684077023377234e-05 -7.2441651498561771e-05
leaf_weight=0.0010115787780372145 0.001152528364789727 0.0010358605199678348 0.0012612886788010156 0.0010348525978508211 0.0011295175772006701 0.001090185902079857 0.0012184223077646948 0.0010129998710777933 0.0010466743750468528 0.0010552529358909982 0.0014321076836982182
leaf_count=612 501 137 215 303 742 85 386 214 296 100 319
internal_value=0 5.16243e-05 9.60689e-05 2.8413e-05 -3.60661e-05 1.79396e-05 9.79225e-05 0.00041269 -4.13771e-05 -0.000237492 0.00013851
internal_weight=0 0.0124697 0.0114338 0.0101725 0.00913769 0.00798516 0.00685564 0.00210319 0.00475246 0.00227368 0.00247878
internal_count=3910 3298 3161 2946 2643 2142 1400 299 1101 486 615
is_linear=0
shrinkage=0.00196078


Tree=5313
num_leaves=11
num_cat=0
split_feature=484 474 133 484 42 43 0 151 13 16
split_gain=0.000189252 7.30232e-05 6.19942e-05 9.05266e-05 9.45717e-05 0.000135146 0.000108668 5.72627e-05 9.33647e-05 0.000127513
threshold=-0.0043499999999999988 0.084835000000000008 0.10064500000000001 1.0000000180025095e-35 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0088999999999999982 -1.0000000180025095e-35 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -9 -10
right_child=1 -3 -4 -5 5 7 -8 8 9 -11
leaf_value=-0.00083764011227756459 -0.00043583388592147192 0.00055194127289299609 -0.00043990269319056668 -0.00046889130898545558 0.00019376929323209 -0.00035390863487517018 0.0010339452772399698 -0.0001897267718580381 0.00080428688168414277 -0.00012156448038810231
leaf_weight=0.0010018201348764135 0.0010451541893055647 0.0010171483307126411 0.001095069854251565 0.0011392840494246518 0.0012814107488820429 0.0012120159916571872 0.0010998688512470311 0.0019260039625100481 0.0012918923429227564 0.0010262197159902082
leaf_count=612 290 309 495 405 355 161 174 787 126 196
internal_value=0 4.90695e-05 3.05902e-06 5.14607e-05 0.000118201 0.000192084 0.000581831 2.19831e-05 0.000129329 0.000394416
internal_weight=0 0.0121341 0.0111169 0.0100218 0.00888257 0.00783741 0.00238128 0.00545613 0.00424412 0.00231811
internal_count=3910 3298 2989 2494 2089 1799 529 1270 1109 322
is_linear=0
shrinkage=0.00196078


Tree=5314
num_leaves=10
num_cat=0
split_feature=484 4 12 150 12 13 133 43 15
split_gain=9.82355e-05 4.18652e-05 5.04131e-05 6.33882e-05 8.32356e-05 6.04953e-05 9.82327e-05 0.00010443 7e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.10595000000000002 0.090480000000000019 -0.036459999999999992 -0.10023999999999998 1.0000000180025095e-35 -0.074254999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.00059075787006262538 -0.00039111623546542244 0.00032210630843406703 -0.00040409400089127623 -0.00039044417879950492 0.0006304342523230247 0.00067533136837668217 -0.00044219811515618416 0.00034283796086040646 -0.00026318952658169182
leaf_weight=0.0010298189644624501 0.0010987774244638907 0.0017343776924844548 0.0010990180414587334 0.001132534317108665 0.0010217003291623089 0.0014138819183583469 0.0010065891999192535 0.0014048169549797443 0.0015317880396411945
leaf_count=627 249 447 278 223 145 259 672 237 773
internal_value=0 4.15015e-05 -8.62405e-06 4.18549e-05 0.00010733 0.00019319 0.000109799 0.000237517 2.67227e-05
internal_weight=0 0.0114435 0.00970911 0.00861009 0.00747755 0.00637878 0.00535708 0.00435049 0.0029366
internal_count=3910 3283 2836 2558 2335 2086 1941 1269 1010
is_linear=0
shrinkage=0.00196078


Tree=5315
num_leaves=8
num_cat=0
split_feature=52 160 150 52 13 2 13
split_gain=1.85808e-05 3.81983e-05 5.08356e-05 4.30599e-05 4.80633e-05 8.46348e-05 0.000103676
threshold=-0.27466499999999994 0.090735000000000024 0.082085000000000019 0.11401500000000002 -0.094679999999999986 0.084235000000000018 0.00079000000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.012956161259637042 0.017198493182053121 -0.016668304542642013 0.021640290082517596 -0.017111176630689531 0.014732580355461659 -0.027618455040995412 0.012252292452923828
leaf_weight=0.0010253378851221321 0.0018258206869413533 0.0010714897408812115 0.0012944153148742787 0.0012083087272006313 0.0018354759784224742 0.0017662397832957982 0.0010339819813991236
leaf_count=425 270 316 432 574 647 978 268
internal_value=0 0.00117645 0.00330942 0.000215769 0.00345592 -0.00195674 -0.0128962
internal_weight=0 0.0100357 0.00896424 0.00766983 0.00646152 0.0046357 0.00280022
internal_count=3910 3485 3169 2737 2163 1893 1246
is_linear=0
shrinkage=0.1


Tree=5316
num_leaves=8
num_cat=0
split_feature=15 52 4 15 49 42 12
split_gain=1.83401e-05 2.5118e-05 4.69028e-05 5.38008e-05 7.63706e-05 3.95138e-05 6.4455e-05
threshold=-0.24219999999999997 0.11110500000000002 -0.34687499999999999 -0.07142999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088325000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7
right_child=1 -3 3 5 -6 6 -8
leaf_value=0.012715618469187409 -0.021561299022842258 0.010996904872930566 0.0050379166076105 -0.010047867042879733 -0.02725351538310497 -6.225492592836373e-05 0.027927473450312386
leaf_weight=0.0010108721110433276 0.0012248875764543218 0.0014016670092045691 0.0014784511925113879 0.0010914196324681089 0.0014514185929885722 0.0019334050446824036 0.0014321782049917242
leaf_count=317 245 588 279 646 614 713 508
internal_value=0 -0.00141748 -0.00343807 -0.00043288 -0.0109588 0.00648649 0.0118484
internal_weight=0 0.0100134 0.00861176 0.00738687 0.00292987 0.004457 0.00336558
internal_count=3910 3593 3005 2760 893 1867 1221
is_linear=0
shrinkage=0.1


Tree=5317
num_leaves=9
num_cat=0
split_feature=484 124 13 15 12 42 48 0
split_gain=0.000117915 3.59536e-05 7.86161e-05 6.56263e-05 0.000175393 8.8357e-05 8.81953e-05 8.67265e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 1.0000000180025095e-35 0.086865000000000012 0.083970000000000017 0.086215000000000014 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.00064099015831947008 -0.00026905374605621306 0.0005910889419357703 0.00074404880335701587 -0.00086394515931188342 0.00017189496648981024 -0.00020539102694919656 -0.00010918927062850046 6.6482560926614461e-05
leaf_weight=0.0010262495829703481 0.0011941702306599482 0.001078851663758598 0.0018574040820760549 0.0010246214598346578 0.001625512025627352 0.0019989509076846551 0.0014434117443944058 0.0011926313752189512
leaf_count=627 306 157 198 381 923 660 209 449
internal_value=0 5.28856e-05 9.0498e-05 3.14265e-05 -0.000228592 0.000137563 0.00029013 0.000479105
internal_weight=0 0.0114156 0.0102214 0.00914253 0.00265013 0.0064924 0.00449345 0.00305004
internal_count=3910 3283 2977 2820 1304 1516 856 647
is_linear=0
shrinkage=0.00196078


Tree=5318
num_leaves=10
num_cat=0
split_feature=484 4 12 150 12 13 133 43 15
split_gain=0.000118443 5.50252e-05 6.30111e-05 7.45059e-05 6.47202e-05 5.81561e-05 0.000112472 0.000113902 9.96514e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.10595000000000002 0.090480000000000019 -0.036459999999999992 -0.10023999999999998 1.0000000180025095e-35 -0.074254999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.00063984844152842671 -0.00032284598514813222 0.0003654056665077707 -0.00044830172697923773 -0.00041977020473142894 0.00062429044634140904 0.00069882071845850022 -0.00048243630202488642 0.00040020026779323255 -0.00031746951006539332
leaf_weight=0.0010665651938069421 0.0011102793125704214 0.0017309996370404408 0.0011346627939276188 0.0011590600688495519 0.0010001655718127203 0.0014327009537909931 0.0010046610578342734 0.0014269810503612962 0.001553877041736226
leaf_count=627 249 447 278 223 145 259 672 237 773
internal_value=0 4.30642e-05 -1.37421e-05 4.30137e-05 0.000114261 0.000189873 0.000109683 0.000244467 2.60897e-05
internal_weight=0 0.0115534 0.00982239 0.00868773 0.00752866 0.00641839 0.00541822 0.00441356 0.00298086
internal_count=3910 3283 2836 2558 2335 2086 1941 1269 1010
is_linear=0
shrinkage=0.00196078


Tree=5319
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 4 2 151 0
split_gain=0.00010039 4.67998e-05 9.4902e-05 6.87967e-05 5.94765e-05 7.32727e-05 8.75566e-05 0.000110079 4.19188e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 -0.0088999999999999982 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00059040034718536752 -0.00035519601757255773 -0.00057139105348467229 0.00062769129055792071 0.00064521743939623425 -0.00023272187197551143 -0.00021224726519316814 -0.00015099051969145007 0.00069344794286156186 -2.477401268597814e-05
leaf_weight=0.0010296572207447825 0.0010041727831320976 0.0010226440452515283 0.0011181115741372505 0.0011703086984848204 0.001483293251694438 0.0019856358357528111 0.0010163557660869305 0.0014265519623894852 0.0011414304013243341
leaf_count=627 151 793 152 308 472 321 109 240 737
internal_value=0 4.89762e-05 8.81353e-05 2.28888e-05 0.000116383 0.000208871 9.35598e-05 0.000342125 -0.000283081
internal_weight=0 0.0113685 0.0103643 0.00924622 0.00708215 0.00559885 0.00442854 0.00244291 0.00216407
internal_count=3910 3283 3132 2980 1450 978 670 349 1530
is_linear=0
shrinkage=0.00196078


Tree=5320
num_leaves=12
num_cat=0
split_feature=484 133 484 133 160 15 4 2 15 15 2
split_gain=0.000163301 0.000125116 9.0849e-05 0.000112809 9.65895e-05 9.03723e-05 0.000144615 0.000128787 9.04654e-05 7.11723e-05 3.55544e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 0.083815000000000014 0.086110000000000006 1.0000000180025095e-35 -0.0010999999999999996 0.093655000000000002 -0.055679999999999993 0.090325000000000003 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 10 -7 -8
right_child=1 -3 -4 -5 -6 9 8 -9 -10 -11 -12
leaf_value=-0.00075599727468963281 0.0011291671871072537 -0.00062333235596992583 -0.00041532408361889844 0.00070969813204497666 -0.00043436693417162633 -0.00055840847467839309 -0.00043535381068738021 0.00021695923954878149 0.00046720282620918739 0.00014967445020301186 5.0901212636002026e-05
leaf_weight=0.0010892477836200636 0.0011424073081340519 0.0010214071550011831 0.0012160754565161665 0.0012263827634893263 0.0012319370259831356 0.0010350897506464468 0.0011840788469658194 0.001241891513201576 0.0011907514365537037 0.0011544607428856358 0.0011297134687328898
leaf_count=612 217 481 341 390 153 537 250 254 147 333 195
internal_value=0 3.49172e-05 9.21241e-05 0.00015069 7.70563e-05 0.000155047 0.000281506 0.000654032 2.80587e-05 -0.000185065 -0.000197939
internal_weight=0 0.0127742 0.0117528 0.0105367 0.00931033 0.00807839 0.00588884 0.0023843 0.00350454 0.00218955 0.00231379
internal_count=3910 3298 2817 2476 2086 1933 1063 471 592 870 445
is_linear=0
shrinkage=0.00196078


Tree=5321
num_leaves=11
num_cat=0
split_feature=484 15 42 42 15 52 4 3 2 3
split_gain=0.000242462 6.76783e-05 0.000124625 0.000115473 0.000105191 0.000123914 9.67825e-05 8.7361e-05 8.67856e-05 7.60193e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.038029999999999987 -0.074484999999999982 -0.06272999999999998 -0.078884999999999997 0.11362000000000001 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 5 -2 -6 -5 -7 -3
right_child=1 2 -4 7 6 8 -8 -9 -10 -11
leaf_value=-0.00091306739838657323 -0.00040110940553551362 -9.0847689807770576e-05 0.00036195723149036593 -0.00052548832835851308 0.0002903235974350076 0.00059079348881832267 0.0010267813090193093 0.00022805231914575262 -0.00013708917986056653 -0.0008320265160913613
leaf_weight=0.0010484947799105577 0.0013870478915010529 0.0010869514127252794 0.0010886074108494128 0.0014392856724678139 0.0018666632764649162 0.0016935440798084337 0.0010847316726717553 0.0010042260166405205 0.0010026118712175491 0.0010421205599904686
leaf_count=612 296 369 620 409 219 333 158 351 179 364
internal_value=0 6.80026e-05 -0.000177702 0.000151416 0.000278971 7.51198e-05 0.000560995 -0.000215801 0.000320118 -0.000453634
internal_weight=0 0.0126958 0.00321768 0.00947811 0.0070346 0.0040832 0.00295139 0.00244351 0.00269616 0.00212907
internal_count=3910 3298 1353 1945 1185 808 377 760 512 733
is_linear=0
shrinkage=0.00196078


Tree=5322
num_leaves=11
num_cat=0
split_feature=484 4 0 160 15 15 43 0 16 48
split_gain=0.000125126 4.05272e-05 8.73627e-05 6.70037e-05 5.93941e-05 0.000128052 9.22694e-05 7.78228e-05 6.0691e-05 3.77286e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.087825000000000014 1.0000000180025095e-35 -0.017214999999999998 -0.079374999999999987 -0.10462499999999998 -0.083564999999999987 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 9 -6 -8
right_child=1 2 -4 -5 8 -7 7 -9 -10 -11
leaf_value=-0.00066375065005312771 -0.00032461106089935 -0.0004482587869010396 0.00060630773277730676 -0.00039957941692293563 9.1113798168560888e-05 0.00076017341578451104 -0.00030337889312170846 0.00057545702643626152 -0.00053434204112876829 0.00022307086465023993
leaf_weight=0.0010316567550706724 0.0010187570949494072 0.0011020535861919543 0.001106086643801552 0.001246975009762505 0.0014476100327871339 0.0012234769496914924 0.0010124928559179982 0.001327829210432771 0.0010144779925622765 0.0010834268266709875
leaf_count=627 151 456 152 264 490 226 148 511 763 122
internal_value=0 4.88771e-05 8.48936e-05 2.39179e-05 8.823e-05 0.000197359 4.52109e-05 0.000204051 -0.000166599 -3.12455e-05
internal_weight=0 0.0115832 0.0105644 0.00945834 0.00821137 0.00574928 0.0045258 0.00342375 0.00246209 0.00209592
internal_count=3910 3283 3132 2980 2716 1463 1237 781 1253 270
is_linear=0
shrinkage=0.00196078


Tree=5323
num_leaves=9
num_cat=0
split_feature=4 42 4 157 2 3 0 16
split_gain=1.80841e-05 2.81878e-05 4.25416e-05 3.56816e-05 5.05928e-05 0.000115479 7.07608e-05 8.04321e-05
threshold=0.27020000000000005 0.091955000000000023 0.080255000000000007 -1.0000000180025095e-35 0.106285 0.088060000000000013 -0.070894999999999986 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.012878376109957594 0.0092534813715626062 -0.016081742531037078 -0.016952453267856517 0.020214106435732248 0.022290625087589892 -0.028439893740764527 0.030663791244450379 -0.017768908674584
leaf_weight=0.001149917582376446 0.0017265047879887257 0.0012170495282590342 0.001227428398633843 0.0010345412874266657 0.0014914643068688772 0.0010232239565254667 0.0011046636337497993 0.001209064408587588
leaf_count=580 472 709 188 552 255 93 163 898
internal_value=0 -0.00187603 0.000222085 0.00322806 0.00638706 0.000961083 0.00994596 -0.000254692
internal_weight=0 0.00945735 0.0082403 0.00701288 0.00586296 0.00437149 0.00334827 0.00224361
internal_count=3910 3438 2729 2541 1961 1706 1613 1450
is_linear=0
shrinkage=0.1


Tree=5324
num_leaves=9
num_cat=0
split_feature=474 160 133 151 16 13 3 16
split_gain=1.88049e-05 7.02653e-05 7.76258e-05 3.10745e-05 6.5638e-05 9.47882e-05 6.60352e-05 4.05275e-05
threshold=0.084420000000000009 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 -0.25582999999999995 1.0000000180025095e-35 -0.074234999999999982 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=-0.020933085465226611 0.012812486482981271 -0.022535833639810619 -0.0071640436701660357 0.028437305634670271 0.032767298355425349 -0.021053719895367883 0.014666511758819041 -0.011437523397080028
leaf_weight=0.0015642418194903038 0.0010181476530266844 0.0011114308912627512 0.0014820883677348741 0.0013470928506654004 0.0010422821752996106 0.0011837158557176496 0.0012876017583049754 0.0011052881292779372
leaf_count=911 440 843 333 234 479 347 202 121
internal_value=0 -0.00144487 0.00211659 0.00579532 0.00901473 0.00335016 0.0117594 0.00260892
internal_weight=0 0.0101237 0.0085595 0.00744807 0.00596598 0.00461889 0.00343517 0.00239289
internal_count=3910 3470 2559 1716 1383 1149 802 323
is_linear=0
shrinkage=0.1


Tree=5325
num_leaves=9
num_cat=0
split_feature=1375 16 15 15 16 52 52 43
split_gain=1.78645e-05 3.44871e-05 4.50994e-05 0.00011384 6.00917e-05 4.25957e-05 4.97951e-05 0.000101013
threshold=-1.0000000180025095e-35 -0.50388999999999984 -0.14097499999999996 -0.094924999999999995 -0.089864999999999987 0.083750000000000005 -0.082174999999999984 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.012842745104807991 0.016604944379386203 -0.020208230216362019 0.032934780706195869 -0.023684372556647931 0.022370080279074597 0.012882250791885411 -0.021170949137656995 -0.019891423551580922
leaf_weight=0.0010048052845224404 0.0012615867088283028 0.0010806696512152989 0.0010084421578828101 0.001170697751193721 0.0012662953447578141 0.0020089691443597496 0.0012742166924506575 0.0010220530357748308
leaf_count=180 279 414 229 448 410 789 780 381
internal_value=0 0.00113906 -0.00107029 0.00159809 -0.00308897 0.00123856 -0.00532744 0.00349468
internal_weight=0 0.0100929 0.00883134 0.00775067 0.00674223 0.00557153 0.00356257 0.00228835
internal_count=3910 3730 3451 3037 2808 2360 1571 791
is_linear=0
shrinkage=0.1


Tree=5326
num_leaves=10
num_cat=0
split_feature=484 4 0 1 2 3 12 16 42
split_gain=0.000113388 5.51507e-05 0.000114306 7.63118e-05 7.45615e-05 0.000123343 0.000123061 0.000101602 6.05704e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.090325000000000003 0.097345000000000015 -0.10486499999999999 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 6 -6 -5 -7 -3
right_child=1 2 -4 4 5 7 -8 -9 -10
leaf_value=-0.00061246786445633497 -0.00038606915942044099 -0.00058732444603190061 0.00067232797960404904 -0.00043455028490502694 0.00066373169401685059 -0.00046448430848322413 0.00038753462736665936 0.0003223713375658312 5.047638175512056e-05
leaf_weight=0.0010930458429620387 0.0010311219791448939 0.0012388172110256541 0.0011524634719892327 0.0018553611508552248 0.001849215962728449 0.001064174537242894 0.0011243134334786211 0.001549650627592207 0.0010642747064149643
leaf_count=627 151 799 152 608 390 139 158 155 731
internal_value=0 4.73619e-05 8.83703e-05 1.9316e-05 0.000115834 0.000276191 -0.000124355 2.01642e-06 -0.000292592
internal_weight=0 0.0119294 0.0108983 0.00974581 0.00744272 0.00446304 0.00297967 0.00261383 0.00230309
internal_count=3910 3283 3132 2980 1450 684 766 294 1530
is_linear=0
shrinkage=0.00196078


Tree=5327
num_leaves=8
num_cat=0
split_feature=484 1 160 49 52 4 2
split_gain=1.825e-05 3.59817e-05 5.45427e-05 5.22546e-05 4.14201e-05 7.89363e-05 3.14312e-05
threshold=0.085515000000000022 0.12263000000000002 -1.0000000180025095e-35 -0.047894999999999993 0.048490000000000012 0.05309500000000001 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.025992267361189078 0.01087047483073037 0.011879532066841057 0.013185115592721661 -0.028295407980613491 -0.0076576184117419501 0.0033073356210979372 0.017002539666970129
leaf_weight=0.0010183129756213124 0.0013297513226187873 0.0016426656553335623 0.0018540896492328955 0.0016905154508355543 0.0010340868807469147 0.0014843298291406137 0.0010333326622408295
leaf_count=764 437 333 306 970 639 307 154
internal_value=0 -0.00161743 -0.00434964 -0.00124397 -0.00634726 -0.0135202 0.00466796
internal_weight=0 0.00975733 0.00811467 0.00709635 0.00524226 0.00317485 0.00206742
internal_count=3910 3473 3140 2376 2070 1277 793
is_linear=0
shrinkage=0.1


Tree=5328
num_leaves=10
num_cat=0
split_feature=484 4 0 1 1 15 0 15 0
split_gain=0.00010226 5.62665e-05 0.000100042 7.06351e-05 6.85363e-05 6.89503e-05 8.0495e-05 7.12504e-05 5.00816e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.09112000000000002 -0.15202999999999997 -0.15007499999999999 -0.053579999999999996 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 -6 -7 -8 -3
right_child=1 2 -4 4 5 6 7 -9 -10
leaf_value=-0.00059379975177223561 -0.00039340575561366392 -0.0005889309927086336 0.00063944761682478398 0.00043869888004065624 0.00039316156758434026 -0.00053580755202433034 0.00035125898890042955 -0.00026725168714515076 -3.4649357141167946e-06
leaf_weight=0.0010590115439884024 0.0010378384342374048 0.0010779223912464225 0.0011192871987241891 0.0018574060622529509 0.0013172415735995483 0.001257350505897455 0.0015156677826983988 0.0013573187657398155 0.001173053527495422
leaf_count=627 151 793 152 403 313 109 275 350 737
internal_value=0 4.24505e-05 8.48241e-05 1.98612e-05 0.00011344 2.54004e-06 -0.000122036 5.90487e-05 -0.000283826
internal_weight=0 0.0117131 0.0106752 0.00955596 0.00730498 0.00544758 0.00413034 0.00287299 0.00225098
internal_count=3910 3283 3132 2980 1450 1047 734 625 1530
is_linear=0
shrinkage=0.00196078


Tree=5329
num_leaves=9
num_cat=0
split_feature=157 160 133 2 3 16 15 0
split_gain=1.85237e-05 4.43142e-05 5.71536e-05 2.83665e-05 5.39566e-05 4.69918e-05 5.00205e-05 3.05095e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.12068000000000001 -0.08824499999999999 -0.10808 -0.07142999999999998 -0.029849999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -8
right_child=1 2 3 -5 5 6 7 -9
leaf_value=0.011747445760878654 -0.017438198377334523 -0.019858884090738316 -0.0091342358180251885 -0.010699157141472328 0.02945322575704111 -0.0084580764563521281 0.027183459364873333 0.0032956637176475402
leaf_weight=0.0011762582905958325 0.0014874137608334405 0.0011100153074922858 0.001550511521152576 0.0010521540170083414 0.0012002633698945078 0.0013622231257228068 0.0011458997488658391 0.0010023577731467137
leaf_count=517 856 847 428 239 214 291 452 66
internal_value=0 -0.00152546 0.00128442 0.00449351 0.00704652 0.0123723 0.0065322 0.0160376
internal_weight=0 0.00991084 0.00842342 0.00731341 0.00626126 0.00471074 0.00351048 0.00214826
internal_count=3910 3393 2537 1690 1451 1023 809 518
is_linear=0
shrinkage=0.1


Tree=5330
num_leaves=9
num_cat=0
split_feature=15 16 42 52 16 15 15 15
split_gain=1.85578e-05 2.14404e-05 3.32933e-05 4.12214e-05 7.69862e-05 4.34821e-05 8.34544e-05 4.05781e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.088915000000000008 0.10433000000000002 0.15100500000000003 -0.0063699999999999989 0.079360000000000014 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.012800237948891522 -0.012413981749521769 0.0089512911452096812 -0.01330187613686463 0.020980211473228934 -0.019685075815589842 0.03647597716443729 -0.0017354145856568193 -0.018336271476704902
leaf_weight=0.001012356063097187 0.0015041263689675481 0.0011968550131631608 0.0014448850865636902 0.0011175384801921781 0.0014847496075901098 0.0010775869514327266 0.0012171486802468371 0.0010005147372232253
leaf_count=317 323 271 947 307 365 165 708 507
internal_value=0 -0.00140506 0.00053407 0.00335198 5.58921e-05 0.00658076 0.0162083 -0.00347339
internal_weight=0 0.0100434 0.00853928 0.00709439 0.00597685 0.00449211 0.00229474 0.00219737
internal_count=3910 3593 3270 2323 2016 1651 873 778
is_linear=0
shrinkage=0.1


Tree=5331
num_leaves=10
num_cat=0
split_feature=484 1 42 403 2 13 151 2 15
split_gain=0.000105368 3.13824e-05 5.03299e-05 5.92038e-05 9.55554e-05 8.66765e-05 8.58027e-05 9.31978e-05 0.000114703
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 0.03138500000000001 0.086875000000000022 -1.0000000180025095e-35 -0.044604999999999992 0.10393500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -9
right_child=1 -3 -4 -5 6 -7 7 8 -10
leaf_value=-0.00060764578059532847 -0.00074873858357123668 0.00032731901280323776 -0.00036117140474273415 0.00049653341674726773 -0.00034935409535982021 5.3543344255626624e-06 0.00060577904471335929 0.00043097986537224788 -0.00043461226638619649
leaf_weight=0.00102187699437293 0.0010362022793089106 0.001376107666112617 0.0012226516615404413 0.0010660704210203537 0.0010542927274989951 0.001348856098487079 0.0018490283437675539 0.0012331955792440293 0.0011260138772407422
leaf_count=627 670 316 611 301 247 206 552 214 166
internal_value=0 4.98073e-05 1.13739e-05 6.36474e-05 3.30323e-06 -0.000322266 0.000150856 0.000276174 1.78462e-05
internal_weight=0 0.0113124 0.00993631 0.00871366 0.00764759 0.00238506 0.00526253 0.00420824 0.00235921
internal_count=3910 3283 2967 2356 2055 876 1179 932 380
is_linear=0
shrinkage=0.00196078


Tree=5332
num_leaves=11
num_cat=0
split_feature=484 4 0 1 0 12 2 3 151 12
split_gain=9.28332e-05 4.74504e-05 9.51312e-05 9.35075e-05 5.09014e-05 4.55295e-05 9.78062e-05 0.000121307 5.59138e-05 4.64302e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.083674999999999986 0.10106500000000002 1.0000000180025095e-35 0.086245000000000016 -0.0088999999999999982 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 -8 -9 -5
right_child=1 2 -4 5 -6 -7 7 8 -10 -11
leaf_value=-0.00055757873377939812 -0.00036066234729755853 -0.00063851016639864162 0.0006158923283396783 9.1870018847803705e-06 -4.9728065674312731e-05 0.00051358976912777867 0.00074258773980420028 -0.00035055180331391354 0.00021253098378729284 -0.00058208570401450217
leaf_weight=0.0010833372067484319 0.0010251796179569497 0.0010817426582999949 0.0011416635487908949 0.0010109966623158824 0.0011806683536127742 0.0010003098462288366 0.0012614135525826188 0.0010365262407991752 0.00196020721142062 0.0010316298583623556
leaf_count=627 151 793 152 177 737 183 314 108 197 471
internal_value=0 4.23245e-05 8.09166e-05 1.70526e-05 -0.000331247 0.000124981 6.32859e-05 0.000232486 1.77689e-05 -0.000289436
internal_weight=0 0.0117303 0.0107052 0.00956349 0.00226241 0.00730108 0.00630077 0.00425815 0.00299673 0.00204263
internal_count=3910 3283 3132 2980 1530 1450 1267 619 305 648
is_linear=0
shrinkage=0.00196078


Tree=5333
num_leaves=10
num_cat=0
split_feature=484 3 1 3 15 52 3 15 16
split_gain=9.92148e-05 3.38455e-05 4.94433e-05 8.59847e-05 7.85205e-05 5.68155e-05 5.70806e-05 3.91132e-05 1.99253e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 -0.0058549999999999991 0.086950000000000013 -0.069909999999999986 -0.074174999999999977 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 -3 6 -6 -5 -2
right_child=1 2 3 7 5 -7 -8 -9 -10
leaf_value=-0.00058798844300966585 7.9976791337764869e-05 -0.00048142734341597598 0.00046239744597993942 0.00014143727746742489 -9.1485855904661675e-05 -0.00032275286843889793 0.00054654316110419338 -0.00034528751796336957 0.00046940198884840045
leaf_weight=0.0010381885658633403 0.0010069153821856088 0.0016944400202693012 0.0018929488190298233 0.0013383542633502903 0.0010898865949613694 0.0011045043501529172 0.0010667530112950065 0.0012074513585727756 0.0010136916011575345
leaf_count=627 180 850 513 180 548 572 116 142 182
internal_value=0 4.51263e-05 -4.39034e-06 0.000145913 -0.000139018 3.88929e-05 0.000224107 -8.94117e-05 0.000275342
internal_weight=0 0.0114149 0.00939434 0.00443875 0.00495558 0.00326114 0.00215664 0.00254581 0.00202061
internal_count=3910 3283 2921 835 2086 1236 664 322 362
is_linear=0
shrinkage=0.00196078


Tree=5334
num_leaves=10
num_cat=0
split_feature=484 42 3 49 133 160 1 1 43
split_gain=0.000100379 3.70974e-05 4.06628e-05 5.00301e-05 6.76008e-05 5.53196e-05 4.95556e-05 7.49861e-05 6.38316e-05
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.11266 -0.085974999999999982 -0.0023199999999999996 -0.080184999999999992 0.11215000000000001 0.095575000000000007 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 -7
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=-0.0007026293149950502 -0.00043602089000317615 0.00020931879778633494 -0.00050002072782863666 -0.00051104304288899171 -0.00037497555278617929 0.00044975403895507117 -0.00021606431076573262 0.00066693842437693643 -0.00015501327214792539
leaf_weight=0.0010889840892134408 0.001024186283130969 0.0019638850841631134 0.0010705074147217995 0.0010379121455770966 0.0010866279617280736 0.0010371093777419697 0.0013391057025649742 0.0010595577908322708 0.0019007568879312077
leaf_count=627 267 328 183 821 414 326 307 205 432
internal_value=0 -7.98212e-05 -4.5062e-05 -0.000103618 -4.67424e-05 2.82835e-05 0.000110395 0.000219757 5.84784e-05
internal_weight=0 0.0115196 0.0104955 0.00853158 0.00746107 0.00642316 0.00533653 0.00399742 0.00293787
internal_count=3910 3283 3016 2688 2505 1684 1270 963 758
is_linear=0
shrinkage=0.00196078


Tree=5335
num_leaves=9
num_cat=0
split_feature=52 13 51 47 0 4 3 15
split_gain=1.86593e-05 6.72676e-05 4.79826e-05 3.83186e-05 5.76982e-05 3.63037e-05 6.72531e-05 4.40224e-05
threshold=0.11401500000000002 -0.26418499999999995 0.085845000000000019 0.10887000000000001 -0.17106499999999999 -0.0021099999999999995 -0.078884999999999997 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.024550037741956438 -0.010674019593113374 0.023371743246831552 -0.02158527801926911 -0.016291650763536822 -0.019472687737830757 -0.011182700671121711 0.026206856196018414 0.0096188851147818201
leaf_weight=0.0011089409287270971 0.0014814211838466854 0.0012521857206045321 0.0010559026837685019 0.0010741372604627991 0.001007815436304141 0.0019807304045208062 0.0010892595305739836 0.0010750009311123172
leaf_count=155 647 123 323 157 561 735 382 827
internal_value=0 0.00138019 -0.00163023 0.00118702 0.00411825 -0.000560551 0.00607221 -0.0044577
internal_weight=0 0.00964397 0.00853503 0.00747913 0.00640499 0.00515281 0.00317208 0.00208282
internal_count=3910 3263 3108 2785 2628 2505 1770 1388
is_linear=0
shrinkage=0.1


Tree=5336
num_leaves=9
num_cat=0
split_feature=1 0 133 12 2 3 52 2
split_gain=1.96594e-05 5.29613e-05 8.15444e-05 2.9147e-05 6.46454e-05 9.34421e-05 3.82123e-05 4.47283e-05
threshold=0.076710000000000014 -0.083564999999999987 1.0000000180025095e-35 0.10106500000000002 1.0000000180025095e-35 0.013395000000000002 -0.074484999999999982 0.11339500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8
right_child=3 2 -4 -5 5 6 7 -9
leaf_value=-0.025784763482193752 -0.01518168974997723 0.016193263612833977 -0.019808303753591331 0.018305843065375634 0.031293637086923919 -0.016545239842190498 0.020515311380380978 -0.0077184119419718969
leaf_weight=0.0010035959508083959 0.0019166469815137506 0.0015178731199870707 0.0010745287951165448 0.0010336627635129528 0.0011540897026287187 0.001142105731005978 0.0010853407571813239 0.0011616816826572241
leaf_count=1051 802 434 523 225 404 161 127 183
internal_value=0 -0.00627997 0.00127092 0.00271476 0.000219986 0.00671749 -0.00165135 0.00591884
internal_weight=0 0.003596 0.0025924 0.00749353 0.00645986 0.00454322 0.00338913 0.00224702
internal_count=3910 2008 957 1902 1677 875 471 310
is_linear=0
shrinkage=0.1


Tree=5337
num_leaves=9
num_cat=0
split_feature=11 3 1 13 47 52 15 12
split_gain=1.73228e-05 2.53002e-05 3.95759e-05 6.13311e-05 4.2972e-05 0.000112628 3.68892e-05 4.52184e-05
threshold=0.078340000000000007 -0.12008499999999998 0.088010000000000019 -0.084084999999999979 0.09252500000000001 -0.074484999999999982 -1.0000000180025095e-35 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=0.015624351761683539 -0.01271104320496671 -0.024534397697107503 0.026753384718949426 -0.020378350607183932 -0.014002954219703437 0.020606456265440276 0.013209658022882181 -0.014524379874704752
leaf_weight=0.0010674198352388512 0.0010032568978063225 0.0010659355709418403 0.0010177905704614474 0.0010191541367842974 0.0015366368639114546 0.001959989128273549 0.0010616130268190048 0.0013174127342353154
leaf_count=183 263 1021 346 238 223 532 417 687
internal_value=0 0.00106971 -0.000660632 0.00457781 -0.000420239 0.0065857 -0.00907504 -0.00214838
internal_weight=0 0.010046 0.00897853 0.00553357 0.00451578 0.00297914 0.00344496 0.00237903
internal_count=3910 3647 3464 1339 993 770 2125 1104
is_linear=0
shrinkage=0.1


Tree=5338
num_leaves=8
num_cat=0
split_feature=52 4 12 2 0 4 15
split_gain=2.0765e-05 4.65106e-05 3.54233e-05 4.0344e-05 5.65858e-05 4.31356e-05 3.51101e-05
threshold=-0.048794999999999991 -0.0031049999999999997 0.10214500000000001 0.085155000000000022 -0.13506999999999997 -0.23071499999999998 -0.089594999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -3
right_child=2 6 -4 4 5 -7 -8
leaf_value=-0.006847131828186432 -0.012668690148409451 0.028985621041955803 -0.019642256079954002 -0.0075960029379916116 0.00075930989543588994 0.028350886161479384 0.003597742860262103
leaf_weight=0.0016652089443044897 0.0018374969982455384 0.0010122270524468499 0.0011249307345428759 0.0019107505460571519 0.0010444216497622317 0.001238513326062883 0.0011794386342251655
leaf_count=807 973 167 354 286 89 1018 216
internal_value=0 0.00575114 -0.00335139 -0.000312834 0.00510098 0.015728 0.0153232
internal_weight=0 0.00385687 0.00715611 0.00603118 0.00419369 0.00228293 0.00219167
internal_count=3910 1190 2720 2366 1393 1107 383
is_linear=0
shrinkage=0.1


Tree=5339
num_leaves=9
num_cat=0
split_feature=49 1 42 133 52 52 13 1
split_gain=1.78908e-05 5.51728e-05 3.80947e-05 3.58278e-05 8.24185e-05 0.00010047 3.77264e-05 7.44332e-05
threshold=-0.045004999999999996 0.10031000000000002 0.091955000000000023 -0.036599999999999987 -0.074484999999999982 0.11401500000000002 -0.10023999999999998 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 -8
right_child=2 -3 -4 4 5 -7 7 -9
leaf_value=-0.0047038301959405155 0.01710299615212528 0.025296783065619329 -0.019280835132045312 -0.02362205897086106 0.026081223998554216 -0.024329757846646219 -0.013685200234862955 0.020407767246008846
leaf_weight=0.0015489549598576714 0.001080734574794075 0.0010144977664951033 0.001150430073627604 0.0014363911910615654 0.0011761908898987876 0.0010071608121522743 0.0012031168160069276 0.0013691099583477482
leaf_count=286 612 243 758 589 116 320 762 224
internal_value=0 0.00716905 -0.00237202 0.000302691 -0.0026296 0.00371103 0.0112453 0.00446134
internal_weight=0 0.00256345 0.00842313 0.0072727 0.00619197 0.00475558 0.00374842 0.00257223
internal_count=3910 529 3381 2623 2011 1422 1102 986
is_linear=0
shrinkage=0.1


Tree=5340
num_leaves=8
num_cat=0
split_feature=52 0 16 12 2 3 13
split_gain=2.1436e-05 4.22209e-05 4.50651e-05 3.15022e-05 3.58682e-05 4.47692e-05 4.47102e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 0.10214500000000001 0.083585000000000007 0.090325000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6
right_child=3 2 -4 -5 5 -7 -8
leaf_value=-0.0091598055321481398 -0.013241279126510014 0.028507541004722706 0.0017721302537593944 -0.018838090490232821 -0.0015649542941977108 -0.008017839143097321 0.024716580556000557
leaf_weight=0.001251739189515772 0.0016178501368941927 0.0011033069415458049 0.0014711411673421528 0.0011118477881881632 0.0012059047105048252 0.001785423623476078 0.0013973777970554054
leaf_count=104 710 571 515 354 1180 229 247
internal_value=0 0.00590508 0.0132299 -0.00337597 -0.000513843 0.00417799 0.0125423
internal_weight=0 0.00382619 0.00257445 0.0071184 0.00600656 0.00438871 0.00260328
internal_count=3910 1190 1086 2720 2366 1656 1427
is_linear=0
shrinkage=0.1


Tree=5341
num_leaves=8
num_cat=0
split_feature=1 52 151 0 0 0 15
split_gain=2.01737e-05 3.55848e-05 3.22952e-05 8.71891e-05 5.79012e-05 5.24724e-05 3.18291e-05
threshold=0.10386500000000001 -0.015039999999999998 -0.0074049999999999993 -0.10303999999999998 -0.082994999999999985 0.039665000000000006 -0.10981499999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -3
right_child=1 6 3 4 5 -7 -8
leaf_value=0.0091997037498474689 0.01649734840906501 -0.013868958397041057 -0.031355102669862966 0.019713185377845614 -0.024109479421940465 0.0034137690643582367 0.0083629565595987974
leaf_weight=0.0015260797334837152 0.0016949656005718038 0.0012215628646173051 0.0011696172123736763 0.0010604921338371515 0.0011556658983970926 0.0017289955496637048 0.0013619819214601109
leaf_count=480 392 273 327 907 1112 189 230
internal_value=0 0.005238 -0.00356708 -0.00737626 -0.000267273 -0.00761272 -0.00214883
internal_weight=0 0.00427851 0.00664085 0.00511477 0.00394515 0.00288466 0.00258354
internal_count=3910 895 3015 2535 2208 1301 503
is_linear=0
shrinkage=0.1


Tree=5342
num_leaves=7
num_cat=0
split_feature=1 0 12 15 47 48
split_gain=1.8174e-05 4.00726e-05 2.88242e-05 5.79514e-05 7.30556e-05 5.43342e-05
threshold=0.076710000000000014 0.047345000000000005 0.10106500000000002 1.0000000180025095e-35 0.087850000000000025 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.015535437341453198 0.02549185887420129 0.0059326773852842463 0.018355188806436534 -0.019826719759941495 -0.01038258110470892 -0.00078213964845303113
leaf_weight=0.0019605761380677373 0.0018132627185203898 0.0015623605009249591 0.001016181105758328 0.0011755896290826942 0.0019704550321142807 0.0013907784369077648
leaf_count=1913 652 95 225 492 315 218
internal_value=0 -0.00601471 0.00271798 0.000215613 0.00476901 0.0140871
internal_weight=0 0.00352294 0.00736627 0.00635009 0.0051745 0.00320404
internal_count=3910 2008 1902 1677 1185 870
is_linear=0
shrinkage=0.1


Tree=5343
num_leaves=9
num_cat=0
split_feature=1 52 151 2 160 13 4 3
split_gain=1.65179e-05 4.24876e-05 3.74656e-05 8.34623e-05 6.33212e-05 6.96092e-05 5.4816e-05 3.74823e-05
threshold=0.12811000000000003 0.11401500000000002 -0.083919999999999981 0.086875000000000022 0.084835000000000008 -0.090744999999999978 -0.025214999999999998 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -7
right_child=-2 -3 3 4 -6 7 -8 -9
leaf_value=-0.017363216929433566 0.0099843982644054457 -0.020578597526794529 0.0033263903116799716 0.025284076697601882 0.031566963132992322 -0.018980045445523976 -0.024456533664887439 0.0067449138693657113
leaf_weight=0.0010037788390411754 0.0014139688996578628 0.0010491151024807866 0.0014564353058561462 0.0011012320345969028 0.0011791324886866491 0.0010687380414151862 0.0013859248763223616 0.0012049954581599598
leaf_count=395 338 577 828 162 231 813 366 200
internal_value=0 -0.00160437 0.000765346 0.00322559 0.0116177 0.00464791 -0.0102205 -0.00534676
internal_weight=0 0.00944935 0.00840024 0.00739646 0.0045541 0.00337497 0.00284236 0.00227373
internal_count=3910 3572 2995 2600 1406 1175 1194 1013
is_linear=0
shrinkage=0.1


Tree=5344
num_leaves=8
num_cat=0
split_feature=1 0 12 15 1 1 2
split_gain=1.69834e-05 3.14747e-05 2.51458e-05 4.87084e-05 7.10814e-05 8.08449e-05 7.69001e-05
threshold=0.076710000000000014 0.047345000000000005 0.10106500000000002 1.0000000180025095e-35 0.11167500000000001 0.095575000000000007 0.114165
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6
right_child=2 -3 -4 -5 6 -7 -8
leaf_value=-0.014283771947388474 -9.6573981834624967e-05 0.0048158480762918827 0.017298467488070957 -0.018088601700258566 -0.029577372728833956 0.032646177469064043 0.0089039822396040098
leaf_weight=0.0019471337510161496 0.001730049898973919 0.0015493386036746016 0.0010103113889916582 0.0011722511808761049 0.0010092283358355892 0.0013367427058181924 0.001069771278741473
leaf_count=1913 381 95 225 492 196 337 271
internal_value=0 -0.00582045 0.00264996 0.000307529 0.00449831 0.0141752 -0.00977638
internal_weight=0 0.00349647 0.00732835 0.00631804 0.00514579 0.00306679 0.002079
internal_count=3910 2008 1902 1677 1185 718 467
is_linear=0
shrinkage=0.1


Tree=5345
num_leaves=10
num_cat=0
split_feature=484 4 0 1 0 3 2 0 0
split_gain=7.96905e-05 6.19117e-05 0.000101871 7.60192e-05 4.81483e-05 4.45445e-05 7.86689e-05 8.6495e-05 0.000112329
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.083674999999999986 0.11265500000000002 0.087995000000000004 -0.066689999999999985 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5
right_child=1 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.00053332949708501923 -0.00042199858316729921 -0.00061015997795427733 0.0006597067432366952 0.00030805232338811919 -1.9747627571583024e-05 -0.0001350839114765857 0.00053996631582144833 0.00051422709397644037 -0.000564729825391199
leaf_weight=0.0010083822686952756 0.0010066995257232 0.001024494824021525 0.0010714825023272452 0.0010212243164281025 0.0011025416344509135 0.001931319100517327 0.0018327363790294907 0.0010009623653135531 0.0012744937395389041
leaf_count=627 151 793 152 113 737 243 381 157 556
internal_value=0 4.20252e-05 8.7558e-05 2.08337e-05 -0.000304122 0.000118726 0.00021429 3.32358e-05 -0.000176483
internal_weight=0 0.011266 0.0102593 0.00918777 0.00212704 0.00706074 0.00512942 0.00329668 0.00229572
internal_count=3910 3283 3132 2980 1530 1450 1207 826 669
is_linear=0
shrinkage=0.00196078


Tree=5346
num_leaves=8
num_cat=0
split_feature=1 52 160 151 2 4 16
split_gain=1.52051e-05 3.71018e-05 3.8789e-05 4.90748e-05 5.66855e-05 7.16996e-05 4.6455e-05
threshold=0.12811000000000003 0.11401500000000002 -0.026849999999999995 -0.0088999999999999982 0.088675000000000018 -0.077679999999999985 -0.072804999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=0.015730680302688257 0.0095915233364494111 -0.019272330210843035 -0.018922488718006107 0.0089001882784409299 0.02535027682739819 -0.025885784396687608 0.00056519726361731659
leaf_weight=0.0014227922842775824 0.001413107856669882 0.0010477338745591572 0.0014269688848994651 0.0011062014829070841 0.0012834157099171485 0.0012760126485854724 0.0018409979374384086
leaf_count=579 338 577 394 716 391 411 504
internal_value=0 -0.00153361 0.000690486 -0.0023958 0.00188687 -0.00973262 0.0107462
internal_weight=0 0.00940412 0.00835639 0.0069336 0.00550663 0.00238221 0.00312441
internal_count=3910 3572 2995 2416 2022 1127 895
is_linear=0
shrinkage=0.1


Tree=5347
num_leaves=9
num_cat=0
split_feature=1 0 50 47 48 15 0 16
split_gain=1.65422e-05 2.7346e-05 2.45962e-05 4.35258e-05 6.22045e-05 6.8526e-05 6.73469e-05 2.39132e-05
threshold=0.076710000000000014 -0.070894999999999986 0.088425000000000017 0.09252500000000001 0.086215000000000014 -0.09547499999999999 -0.10783 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -3
right_child=2 7 -4 -5 -6 6 -8 -9
leaf_value=-0.01666930144268023 0.038006957129340067 -0.0090362115195199537 -0.011781621556564696 -0.0087178345158321173 -0.007665218938138308 0.024777860034237573 -0.011030399126264611 0.012236596986752406
leaf_weight=0.0013816199397259448 0.0010942162420238266 0.0010749564646164651 0.0010177316556805706 0.0016939235750123563 0.0013840764519946159 0.001066732693194688 0.0010346846651768298 0.0010393622781428057
leaf_count=1642 299 224 440 241 248 201 473 142
internal_value=0 -0.00572834 0.00263861 0.00497791 0.0100436 0.0177136 0.00714678 0.00142113
internal_weight=0 0.00349594 0.00729137 0.00627363 0.00457971 0.00319563 0.00210142 0.00211432
internal_count=3910 2008 1902 1462 1221 973 674 366
is_linear=0
shrinkage=0.1


Tree=5348
num_leaves=8
num_cat=0
split_feature=43 15 43 4 48 13 4
split_gain=2.01482e-05 3.99299e-05 5.11691e-05 3.5049e-05 4.43729e-05 8.7787e-05 6.22012e-05
threshold=-0.053009999999999995 -0.053579999999999996 -0.17307499999999998 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=0.018721198995919772 -0.018604294355887018 0.011193258091505421 -0.01812156075311384 -0.015891322167149915 -0.013993936448472376 0.032885618567451473 0.0025591385832550192
leaf_weight=0.0014656362025904628 0.0012299612654464651 0.0013004778992800623 0.0010982957107738027 0.0012921298184586224 0.0016148759192008569 0.0011936086830480865 0.0015605836719856788
leaf_count=841 224 172 785 1127 307 220 234
internal_value=0 0.00571684 -0.00222874 -0.003304 2.01702e-05 0.00561316 0.015702
internal_weight=0 0.00386441 0.00239877 0.00689116 0.0056612 0.00404632 0.00275419
internal_count=3910 1798 957 2112 1888 1581 454
is_linear=0
shrinkage=0.1


Tree=5349
num_leaves=8
num_cat=0
split_feature=157 42 43 0 2 15 1
split_gain=1.89614e-05 3.43381e-05 5.33183e-05 4.59083e-05 3.41108e-05 3.68709e-05 9.14969e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 0.089910000000000004 -0.0039399999999999991 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6
right_child=1 2 4 -5 5 -7 -8
leaf_value=-0.010933722571470126 -0.011373183113425927 0.0040101208100091282 -0.014165097565028546 0.032013673375887772 0.030779856598678643 -0.0077853873087561313 -0.0098395654274081226
leaf_weight=0.0013940111307289742 0.0016804789932968727 0.0012690055277041834 0.0014597503824000206 0.001086760171825121 0.0012059895111037377 0.0016006007107375948 0.0010266128156720951
leaf_count=703 977 679 647 276 180 279 169
internal_value=0 0.00157008 0.00441381 0.0169287 -0.00115626 0.00379773 0.0121019
internal_weight=0 0.0093292 0.00764872 0.00235577 0.00529295 0.0038332 0.0022326
internal_count=3910 3207 2230 955 1275 628 349
is_linear=0
shrinkage=0.1


Tree=5350
num_leaves=8
num_cat=0
split_feature=1 157 42 43 1 2 4
split_gain=1.84178e-05 4.78294e-05 7.76695e-05 5.91605e-05 4.29327e-05 5.24697e-05 4.00468e-05
threshold=0.11235500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 0.094695000000000015 0.090545000000000014 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -2
right_child=6 2 3 4 -6 -7 -8
leaf_value=-0.022327900979139469 -0.0025315609387496565 -0.024498022677403582 0.020513217362837774 -0.026208483605628736 0.014233707191819257 0.0021602697346646848 0.021791714111146891
leaf_weight=0.0010581125276526663 0.0017604657710351456 0.0010478940749157842 0.0017376358470074038 0.0010382117565447275 0.0011987214525483003 0.0017524886823920983 0.001099752266964198
leaf_count=603 288 909 645 556 241 325 343
internal_value=0 -0.00255508 0.000533039 0.00511303 -0.00159468 -0.00839363 0.00682072
internal_weight=0 0.00783306 0.00677495 0.00572706 0.00398942 0.0027907 0.00286022
internal_count=3910 3279 2676 1767 1122 881 631
is_linear=0
shrinkage=0.1


Tree=5351
num_leaves=8
num_cat=0
split_feature=133 160 42 0 16 1 484
split_gain=1.95365e-05 3.70911e-05 4.13719e-05 4.24806e-05 8.63348e-05 7.77202e-05 3.12853e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 0.032820000000000009 0.095575000000000007 0.085515000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.012675499250532263 -0.02465146345352906 -0.014695923417795404 -0.0076443362720457408 0.0082442795126877466 -0.0055951575176203007 0.044281090971626358 -0.00037897381042254413
leaf_weight=0.0010847893999168445 0.0011179898926950073 0.0012570546389238354 0.0018179250520360089 0.0014837227579269528 0.0018851558555402462 0.0010030576000008575 0.0010114255236249598
leaf_count=604 725 618 189 590 468 355 361
internal_value=0 -0.00148416 0.00184379 0.00520272 0.0105447 0.0227799 -0.0131226
internal_weight=0 0.00957633 0.00744692 0.00618986 0.00437194 0.00248678 0.00212942
internal_count=3910 3306 2220 1602 1413 945 1086
is_linear=0
shrinkage=0.1


Tree=5352
num_leaves=8
num_cat=0
split_feature=14 52 4 4 0 151 0
split_gain=1.63889e-05 3.4231e-05 4.22536e-05 3.49032e-05 3.18198e-05 5.25464e-05 4.98473e-05
threshold=-1.0000000180025095e-35 0.11110500000000002 -0.37626499999999991 -0.083329999999999987 -0.10575999999999998 -0.0088999999999999982 -0.070894999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6
right_child=1 -3 3 4 6 -7 -8
leaf_value=-0.012103500317874532 -0.01907351720406443 0.016829013033788722 0.016196924716002016 -0.0097791487931532736 -0.022336418308850057 0.015974697009316016 0.0051671320604024865
leaf_weight=0.0010176794349503844 0.0011252670702400431 0.0012287655950006847 0.001359491747952744 0.0013745022170955166 0.0014342127226044405 0.0018701980173235237 0.00121909716255739
leaf_count=196 232 612 547 190 1372 293 468
internal_value=0 0.00124165 -0.00104318 0.0017524 -0.00157707 0.00506499 -0.00969956
internal_weight=0 0.00961153 0.00838277 0.0072575 0.00589801 0.0032447 0.00265331
internal_count=3910 3714 3102 2870 2323 483 1840
is_linear=0
shrinkage=0.1


Tree=5353
num_leaves=9
num_cat=0
split_feature=133 160 13 12 4 47 43 484
split_gain=1.55293e-05 3.00095e-05 3.65441e-05 5.52719e-05 3.5417e-05 5.62686e-05 2.75946e-05 2.53982e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.083514999999999992 0.092255000000000018 0.0057500000000000008 0.09252500000000001 -0.06705499999999999 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 6 -6 -4 -2
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=0.011310844211932807 -0.022251367938882508 0.026779294845900067 -0.0020819303665681947 -0.0048481485042041325 0.016220880882705669 -0.013364440986129511 -0.023416087716858193 -0.00032753181250308238
leaf_weight=0.0010835054446023335 0.001110369631342115 0.0012142194409747072 0.001351597837992379 0.0010139945541367927 0.0016827164655571138 0.0010402774422071839 0.0010994555750740865 0.001008191410388109
leaf_count=604 725 450 570 92 337 111 660 361
internal_value=0 -0.00132383 0.00167969 0.0123866 -0.00293126 0.00491827 -0.0116517 -0.0118181
internal_weight=0 0.00952082 0.00740226 0.00222821 0.00517405 0.00272299 0.00245105 0.00211856
internal_count=3910 3306 2220 542 1678 448 1230 1086
is_linear=0
shrinkage=0.1


Tree=5354
num_leaves=9
num_cat=0
split_feature=1 52 42 0 15 48 12 15
split_gain=1.57789e-05 3.94286e-05 3.88155e-05 6.84621e-05 7.93516e-05 7.16087e-05 4.43087e-05 2.02421e-05
threshold=0.12811000000000003 0.11401500000000002 0.084100000000000022 -0.049024999999999992 1.0000000180025095e-35 0.086215000000000014 0.091555000000000011 -0.099824999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 -1
right_child=-2 -3 6 -5 -6 -7 -8 -9
leaf_value=0.0082275556065435611 0.0099114291556857814 -0.020099649381419556 0.0024294778919754781 0.023086722755851396 -0.02377504383226604 -0.013130709791204245 -0.02563144590126238 0.028165646245970618
leaf_weight=0.0010347151812159221 0.001387277761758521 0.0010169077560786945 0.0012370146251017963 0.0015517791806075234 0.0011601390774879485 0.0011548168363009568 0.0010322961385965089 0.0010025872883418156
leaf_count=147 338 577 816 304 643 255 439 391
internal_value=0 -0.00153012 0.000780259 0.00505269 -0.00137727 0.00676295 -0.0103353 0.0180394
internal_weight=0 0.00919026 0.00817335 0.00590404 0.00435226 0.00319212 0.00226931 0.0020373
internal_count=3910 3572 2995 1740 1436 793 1255 538
is_linear=0
shrinkage=0.1


Tree=5355
num_leaves=10
num_cat=0
split_feature=484 1375 4 0 12 49 16 3 2
split_gain=0.000155134 5.47664e-05 5.03553e-05 7.81687e-05 4.85459e-05 7.79221e-05 6.87527e-05 8.70606e-05 5.95765e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 -0.084114999999999981 -0.30307999999999996 0.0048550000000000008 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -8
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=-0.00072221438666171425 -0.0003656145869163011 -0.00030437853043445049 -0.00031741457697799557 0.00064698021002779357 -0.00035663592396439106 -0.00021376789309352973 -0.00010047228914855351 0.00067156483934059468 0.00043010758473450332
leaf_weight=0.0010752293269837834 0.0010704598283891959 0.001062204668561652 0.0010254493417983122 0.0010619819559759261 0.001046205794735848 0.0011376516512657565 0.0018573583466078636 0.0017625169909727054 0.001447927081576873
leaf_count=627 146 151 413 149 161 225 666 124 1248
internal_value=0 5.66948e-05 0.000100157 0.000146168 8.19121e-05 0.00013838 0.000221838 0.000319625 0.000131956
internal_weight=0 0.0114718 0.0104013 0.00933909 0.00827711 0.00725166 0.00620545 0.0050678 0.00330529
internal_count=3910 3283 3137 2986 2837 2424 2263 2038 1914
is_linear=0
shrinkage=0.00196078


Tree=5356
num_leaves=9
num_cat=0
split_feature=49 42 3 0 4 4 16 151
split_gain=1.57333e-05 4.72106e-05 3.95735e-05 7.0398e-05 4.93441e-05 9.85753e-05 4.7588e-05 3.76134e-05
threshold=-0.047894999999999993 -0.082904999999999993 -0.078884999999999997 -0.074249999999999997 -1.0000000180025095e-35 0.074650000000000008 0.022165000000000004 -0.030624999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 6 -6 -4 -1
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=0.021832584062004112 0.015313900901318523 -0.035914396967030839 0.026355690773822965 0.0014256789107741812 -0.032514452255468264 0.0061801996931619115 -0.0031181934900954764 -0.003912159099927366
leaf_weight=0.001002589530663791 0.001313327717234203 0.0010047254556402694 0.0010252983638606029 0.0010149461218045108 0.00110749066525928 0.0016234457520139431 0.001176256215628158 0.0013077075803080832
leaf_count=258 530 1171 402 336 294 420 252 247
internal_value=0 -0.00207447 -0.0053593 -0.0171499 -0.000531492 -0.00951184 0.0106083 0.00726017
internal_weight=0 0.00826549 0.00695216 0.00201967 0.00493249 0.00273094 0.00220155 0.0023103
internal_count=3910 3405 2875 1507 1368 714 654 505
is_linear=0
shrinkage=0.1


Tree=5357
num_leaves=8
num_cat=0
split_feature=1 157 42 43 4 1 16
split_gain=1.47656e-05 3.81036e-05 6.48412e-05 5.17888e-05 3.63948e-05 3.62707e-05 4.77505e-05
threshold=0.11235500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 0.24280000000000004 0.094695000000000015 -0.087089999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -5
right_child=4 2 3 5 -6 -7 -8
leaf_value=-0.020136238550386994 -0.0027888486426601578 -0.022493563505402145 0.019219084406155718 0.0047087717206369395 0.020557641290702228 0.013114352907778621 -0.021650964601499095
leaf_weight=0.0010367424539634166 0.001744099441508694 0.0010383262910212167 0.0017110465254180614 0.0014371002258479334 0.0010819405778398237 0.0011709420121085957 0.0013170151325243695
leaf_count=603 288 909 645 328 343 241 553
internal_value=0 -0.00230037 0.000470087 0.00470063 0.00614928 -0.00162839 -0.00789643
internal_weight=0 0.00771117 0.00667443 0.0056361 0.00282604 0.00392506 0.00275412
internal_count=3910 3279 2676 1767 631 1122 881
is_linear=0
shrinkage=0.1


Tree=5358
num_leaves=8
num_cat=0
split_feature=14 52 40 13 2 12 15
split_gain=1.48141e-05 3.18055e-05 4.00155e-05 9.19565e-05 0.000107457 4.71307e-05 3.47496e-05
threshold=-1.0000000180025095e-35 0.11110500000000002 -0.064864999999999992 -0.094679999999999986 0.094010000000000024 0.086935000000000012 -0.040439999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.01155198594281345 -0.01973399379196546 0.01629280326989891 0.021695676635597971 0.00081325014391174988 -0.025106946583314634 -0.0097793760659267964 0.024963259045472204
leaf_weight=0.0010089862379284746 0.0010045581874646801 0.0012162501746269391 0.0017288868676658053 0.0011499833450349048 0.001763322463690199 0.0014012583292119644 0.0012364252003955942
leaf_count=196 284 612 340 239 677 993 569
internal_value=0 0.00119222 -0.00102472 0.00155699 -0.00471531 0.00477787 0.0133256
internal_weight=0 0.00950068 0.00828443 0.00727988 0.00555099 0.00378767 0.00238641
internal_count=3910 3714 3102 2818 2478 1801 808
is_linear=0
shrinkage=0.1


Tree=5359
num_leaves=10
num_cat=0
split_feature=484 1375 150 124 3 4 15 15 12
split_gain=8.78253e-05 4.53126e-05 3.83906e-05 4.43989e-05 6.85401e-05 6.56634e-05 5.13728e-05 6.96162e-05 4.12096e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082085000000000019 -0.013479999999999999 0.13772500000000001 -0.23071499999999998 -0.07142999999999998 1.0000000180025095e-35 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 -9
right_child=1 2 -4 4 -6 6 7 8 -10
leaf_value=-0.00055146075759469871 -0.00034790722233941207 -0.00035096342052166857 0.00040255686277787859 -0.00043805970216023987 0.00052222124464235413 -0.00015986302074587949 0.00054155208394329973 -0.00028639213384617308 0.00026742184528651954
leaf_weight=0.0010442354212056677 0.0010337812295054807 0.0010034458427529225 0.0012652268587360514 0.0010582439793711419 0.0011821838715458865 0.0019820670068090534 0.0015838986320476207 0.0010158797433124482 0.0010510040883915234
leaf_count=627 146 205 368 200 140 637 346 502 739
internal_value=0 4.31566e-05 8.30182e-05 3.74734e-05 8.69795e-05 1.00808e-05 9.4273e-05 0.000232247 -4.77942e-06
internal_weight=0 0.0111757 0.010142 0.00887672 0.00787328 0.00669109 0.00563285 0.00365078 0.00206688
internal_count=3910 3283 3137 2769 2564 2424 2224 1587 1241
is_linear=0
shrinkage=0.00196078


Tree=5360
num_leaves=10
num_cat=0
split_feature=158 50 156 1375 1 47 4 16 15
split_gain=4.13394e-05 3.98083e-05 5.43163e-05 4.72694e-05 5.60492e-05 8.43208e-05 8.72141e-05 5.83746e-05 6.03341e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084090000000000012 -1.0000000180025095e-35 0.076710000000000014 0.089100000000000013 0.0066400000000000009 0.20277000000000003 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 8 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00026909974635918845 -0.00038803927979698735 -0.00033396600175259784 -0.00032240285878309824 -0.00050992401084735343 0.00018860872283705206 2.0168849455318102e-05 0.00094019843851918066 0.00034571953593964507 0.00013736618675849928
leaf_weight=0.0010555978158735286 0.0010038028617735837 0.0010582952956349817 0.0012153243438741803 0.0011632578444784626 0.0011725420020847973 0.0019671180449608626 0.0012021772588880362 0.0011293328686088019 0.0010564268689717902
leaf_count=99 488 655 482 414 404 183 274 159 752
internal_value=0 2.76013e-05 6.60126e-05 0.000119983 0.000173386 0.000320397 0.000569093 -1.7206e-05 -0.000201856
internal_weight=0 0.0110201 0.00996178 0.00874645 0.00769085 0.00434184 0.00237472 0.00334902 0.00221968
internal_count=3910 3422 2767 2285 2186 861 678 1325 1166
is_linear=0
shrinkage=0.00196078


Tree=5361
num_leaves=8
num_cat=0
split_feature=484 3 16 1 51 15 52
split_gain=8.85629e-05 4.10987e-05 5.29152e-05 8.21855e-05 8.27545e-05 5.63151e-05 7.45384e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.30307999999999996 0.095575000000000007 -0.07742499999999998 -0.0058549999999999991 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.0005611445569260635 0.00030429357315010699 -0.00036740768209883107 -0.00044046155158787819 -9.7375456484367947e-05 0.00053764676724789631 0.00026024877520380228 -0.00038918274291273054
leaf_weight=0.0010151991981331493 0.0019257600845364172 0.0013618872006445504 0.0014453893172954556 0.0013066985495479438 0.0019914363502123462 0.0019271504171082348 0.001049510107933337
leaf_count=627 362 367 775 141 437 639 562
internal_value=0 4.41074e-05 -1.10625e-05 5.1799e-05 0.000286055 -0.000122918 3.12724e-05
internal_weight=0 0.0110078 0.00908207 0.00772018 0.00329813 0.00442205 0.00297666
internal_count=3910 3283 2921 2554 578 1976 1201
is_linear=0
shrinkage=0.00196078


Tree=5362
num_leaves=9
num_cat=0
split_feature=52 0 12 15 51 12 3 3
split_gain=1.57966e-05 4.60046e-05 3.48375e-05 3.86377e-05 6.82812e-05 7.63675e-05 5.47056e-05 3.27775e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.10214500000000001 0.085120000000000015 0.013805000000000001 0.084100000000000022 0.090325000000000003 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -3
right_child=2 7 -4 -5 -6 -7 -8 -9
leaf_value=-0.0099952019619322374 0.012136487441025773 0.00060377836754466692 -0.019462361631300551 0.016763310429491165 0.018374424767230467 -0.0317315523513974 -0.018125635787065702 0.024095582989209399
leaf_weight=0.0012893482951867987 0.0014333336224974212 0.001087713297996286 0.0010696275718032706 0.0011308578555993517 0.001067706539815362 0.0011463324924084381 0.0010242002228436568 0.0013083719942360141
leaf_count=128 381 631 354 899 230 684 172 431
internal_value=0 0.00523559 -0.00287914 0.000177832 -0.00383705 -0.0104176 -0.000475536 0.0134314
internal_weight=0 0.00368543 0.00687206 0.00580243 0.00467157 0.00360387 0.00245753 0.00239609
internal_count=3910 1190 2720 2366 1467 1237 553 1062
is_linear=0
shrinkage=0.1


Tree=5363
num_leaves=10
num_cat=0
split_feature=159 51 484 43 15 15 52 2 16
split_gain=3.12705e-05 4.82232e-05 6.62693e-05 4.7528e-05 5.04506e-05 4.76732e-05 4.65849e-05 8.57736e-05 0.000101927
threshold=-0.034019999999999988 0.090935000000000016 0.073820000000000011 -0.074254999999999988 -0.053579999999999996 0.014775000000000002 -0.066329999999999986 0.10362500000000001 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -8
right_child=1 -3 -4 6 5 -7 7 -9 -10
leaf_value=-0.00033633744415521313 0.00042277815777325335 0.00040621655613267874 0.00037610711977646 -0.00054631136806303584 -0.00038483840412794571 0.00021425755642426035 -0.0002876333975376755 -0.00045709878015326769 0.000536016447537359
leaf_weight=0.0010033037978596131 0.0011793122151846219 0.0011439484059115818 0.0013930182698909223 0.0011782629629418688 0.0010256999535022439 0.0010170192343983385 0.0011167915477908971 0.0015551247276212139 0.0011965484725354031
leaf_count=520 465 308 404 377 266 267 392 259 652
internal_value=0 2.55399e-05 -1.9532e-05 -8.61844e-05 9.98633e-05 -8.65634e-05 -0.000204965 -0.000100997 0.00013839
internal_weight=0 0.0108057 0.00966178 0.00826876 0.00322203 0.00204272 0.00504673 0.00386846 0.00231334
internal_count=3910 3390 3082 2678 998 533 1680 1303 1044
is_linear=0
shrinkage=0.00196078


Tree=5364
num_leaves=8
num_cat=0
split_feature=150 151 52 13 4 43 16
split_gain=1.56817e-05 4.51295e-05 3.80195e-05 4.82034e-05 5.32691e-05 6.51332e-05 1.12595e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.11401500000000002 -0.091229999999999992 -0.08422499999999998 -0.083899999999999988 -0.015314999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.021001650195791317 0.0079306521278220809 0.017095488377639783 -0.016177732717833973 -0.017929270870573437 0.026183737526685236 -0.012345731522691901 0.0026438848867484923
leaf_weight=0.0010815554601302929 0.0019975505658598397 0.0019167866050371673 0.0011148308756989299 0.00141069751099896 0.0010193588483237729 0.001003853587507863 0.0010006157268197739
leaf_count=360 513 372 561 616 260 814 414
internal_value=0 -0.00191062 0.000854929 0.00384463 -0.00188294 0.00560311 -0.00486303
internal_weight=0 0.0085477 0.00746614 0.00635131 0.00443453 0.00302383 0.00200447
internal_count=3910 3397 3037 2476 2104 1488 1228
is_linear=0
shrinkage=0.1


Tree=5365
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.37504e-05 4.44664e-05 5.47099e-05 2.48101e-05 5.27565e-05 6.20734e-05 0.000113046 8.24194e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.010555559068739921 -0.017575725509240588 -0.019575578963377138 -0.010362374073112527 -0.0092929015263528824 0.038081946453272175 0.031785054184263493 -0.022156662084676031 0.00039061766841383703
leaf_weight=0.0010967536220239339 0.0014211077620335097 0.0010569323660229732 0.0013055570338254604 0.001052893911252897 0.001067264059123047 0.0012164522717593674 0.0010308550288168645 0.0012711468728788843
leaf_count=517 856 847 314 147 490 282 207 250
internal_value=0 -0.00127523 0.00161997 0.00484602 0.00737295 0.0124222 0.00543137 0.0175932
internal_weight=0 0.00942221 0.0080011 0.00694417 0.00589128 0.00458572 0.00336927 0.00233841
internal_count=3910 3393 2537 1690 1543 1229 947 740
is_linear=0
shrinkage=0.1


Tree=5366
num_leaves=9
num_cat=0
split_feature=484 15 12 124 42 13 4 3
split_gain=0.000102097 3.67082e-05 0.000103126 9.87723e-05 9.26051e-05 8.87788e-05 7.80291e-05 0.000177748
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.10241499999999999 0.0057500000000000008 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.00060185988862200578 -0.00045567925591582457 -0.00057725860127185976 0.00017988886763946801 0.00080933686272816681 -0.00016849060148393881 -0.00014732784777114779 0.00088390110394877643 -0.00018119107423866541
leaf_weight=0.0010119419422656263 0.0010162082531197372 0.0012067909476238779 0.0016201094540952603 0.0011717711469750314 0.0019313569022619704 0.0015574598302904958 0.0013661936065469879 0.0010775373020886769
leaf_count=627 280 420 931 159 664 496 262 71
internal_value=0 4.91046e-05 -0.000143334 0.000116096 0.000197883 0.000334671 0.000195662 0.00041426
internal_weight=0 0.0109474 0.0028269 0.00812053 0.00710432 0.00517296 0.00400119 0.00244373
internal_count=3910 3283 1351 1932 1652 988 829 333
is_linear=0
shrinkage=0.00196078


Tree=5367
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 4
split_gain=4.20799e-05 8.37019e-05 7.08044e-05 7.53025e-05 6.12338e-05 7.27003e-05 7.50164e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.086325000000000013 -1.0000000180025095e-35 -0.08422499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-9.4133164272630534e-05 -0.00038823677243185234 0.00052306997605140097 -0.00050736287245503511 0.00037079914209388722 -0.00047067923932732006 -0.00030532404718707959 0.00047422942267390326
leaf_weight=0.0018553468293043055 0.0010197244473455049 0.0011722009572555621 0.0010701890661932141 0.0019077766092546007 0.0012072909822146089 0.001782866341970139 0.0017209901869104747
leaf_count=527 161 279 398 421 973 419 732
internal_value=0 2.85972e-05 -3.21314e-05 2.78841e-05 -7.17436e-05 1.81263e-05 0.000179372
internal_weight=0 0.0107167 0.00954446 0.00847427 0.00656649 0.0053592 0.00357634
internal_count=3910 3749 3470 3072 2651 1678 1259
is_linear=0
shrinkage=0.00196078


Tree=5368
num_leaves=8
num_cat=0
split_feature=133 42 51 12 16 52 1
split_gain=1.58714e-05 2.69359e-05 3.68114e-05 3.70482e-05 7.43015e-05 9.95967e-05 7.0362e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.07742499999999998 0.095295000000000019 -0.19424999999999998 0.067395000000000024 0.091845000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.011466581087983346 -0.014306829979978461 -0.014531267262630487 -0.010063599619460696 -0.010515868453404707 -0.012260222715808143 0.038402980502589217 0.021705830225960877
leaf_weight=0.0010751150533373126 0.0013726866240656886 0.0013053020259693061 0.0016436893250612985 0.0014252820563208941 0.0012942831189869945 0.0012539513432201907 0.0011533693223300958
leaf_count=604 752 494 361 387 564 441 307
internal_value=0 -0.00135617 0.000845098 0.00380951 0.00762927 0.0154857 0.00374507
internal_weight=0 0.00944856 0.00807588 0.00677058 0.00534529 0.0037016 0.00244765
internal_count=3910 3306 2554 2060 1673 1312 871
is_linear=0
shrinkage=0.1


Tree=5369
num_leaves=9
num_cat=0
split_feature=484 52 52 160 1 4 43 4
split_gain=0.00010045 4.11381e-05 5.86105e-05 4.91273e-05 6.45078e-05 6.60808e-05 6.67478e-05 4.09013e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.066880000000000009 0.11198000000000001 -1.0000000180025095e-35 -0.0037249999999999996 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -6
right_child=1 3 -4 -5 7 -7 -8 -9
leaf_value=-0.00058429485980452463 -0.00011618195951398474 -0.00021995286784874568 0.00044650165530918634 -0.00042504525024486783 3.2803503766220685e-05 -0.00036965335172817952 0.00033735051767349472 0.00057713744844056813
leaf_weight=0.0010643039040972866 0.0011244032030141371 0.0015186159085211974 0.0019391328558113 0.0010366289744269345 0.0010095601224264458 0.0019715427181311493 0.00181229081779644 0.0011189453972130438
leaf_count=627 379 956 430 172 125 420 503 298
internal_value=0 4.52727e-05 0.000239981 -2.5172e-05 3.06109e-05 -8.51369e-05 8.32666e-05 0.000318957
internal_weight=0 0.0115311 0.00306354 0.00846758 0.00743095 0.00530245 0.00333091 0.00212851
internal_count=3910 3283 809 2474 2302 1879 1459 423
is_linear=0
shrinkage=0.00196078


Tree=5370
num_leaves=8
num_cat=0
split_feature=150 16 47 160 15 3 16
split_gain=1.72795e-05 3.47357e-05 3.39051e-05 2.43908e-05 5.06237e-05 7.94682e-05 1.73376e-05
threshold=0.082085000000000019 -0.41862999999999995 0.10783500000000001 -0.026849999999999995 0.085120000000000015 -0.032959999999999996 -0.076129999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=-0.017569720829102839 0.017603541008410752 0.0081444296111872084 0.01648513989320053 -0.030848539820472892 0.011035324026127433 0.00070712269023228325 -0.00096798596839751646
leaf_weight=0.0012282298182802959 0.0010027877294059319 0.0016348663954694918 0.001135586338526012 0.0013837011487251433 0.0012466555413253866 0.0018856168236162732 0.0010079546408258285
leaf_count=325 225 763 185 909 918 297 288
internal_value=0 -0.00201286 0.000609463 -0.00232155 -0.00611043 -0.0126484 0.00829392
internal_weight=0 0.00851466 0.00728643 0.00615084 0.00451597 0.00326932 0.00201074
internal_count=3910 3397 3072 2887 2124 1206 513
is_linear=0
shrinkage=0.1


Tree=5371
num_leaves=10
num_cat=0
split_feature=48 48 42 1 51 2 2 43 43
split_gain=3.47612e-05 9.50339e-05 6.49165e-05 5.71322e-05 5.50942e-05 8.64212e-05 9.44095e-05 6.30523e-05 2.67763e-05
threshold=0.11930500000000001 0.093225000000000016 0.086325000000000013 0.094890000000000016 0.08482000000000002 0.11260500000000001 0.084235000000000018 0.0016850000000000001 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=7.4014406528669221e-05 -0.00035089475281124794 0.00055326140419529235 -0.0006814604422205635 -1.8929787617826466e-05 -0.00036088637576477399 0.00059512993245374249 -0.00044667210089751946 0.00016398843083763629 0.00048854315419690289
leaf_weight=0.001126971216841391 0.0010171607280099011 0.0011802290100373326 0.0010015540999215576 0.0010001006592096216 0.0010899016306833466 0.001181031306777814 0.0018561784649336395 0.0010004479852624433 0.001279045297957137
leaf_count=341 161 279 957 355 248 247 932 174 216
internal_value=0 2.83982e-05 -3.6567e-05 -0.000350436 4.68272e-05 0.000115789 8.21635e-06 -0.000232807 0.000294379
internal_weight=0 0.0107155 0.00953523 0.00200165 0.00753358 0.00644367 0.00526264 0.00285663 0.00240602
internal_count=3910 3749 3470 1312 2158 1910 1663 1106 557
is_linear=0
shrinkage=0.00196078


Tree=5372
num_leaves=9
num_cat=0
split_feature=15 42 2 484 2 150 0 1
split_gain=1.55579e-05 2.88559e-05 7.74019e-05 5.81344e-05 5.36778e-05 4.70643e-05 6.33645e-05 1.8439e-05
threshold=0.091600000000000015 0.084100000000000022 0.086650000000000019 0.042570000000000004 0.085255000000000011 0.085425000000000015 -0.14293499999999998 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.0042369329821444601 -0.011688663866531923 -0.028182595691844406 0.0077953767344733612 0.025305355356307055 -0.033110159111978441 0.01131506653008427 -0.0019231937276903118 0.023369743444821865
leaf_weight=0.0010101333320213235 0.0010345892458133556 0.0010763338775836536 0.0013454435951141379 0.0011243473200072988 0.001015546892435948 0.0010941884685557882 0.0018172548477261054 0.0010047155567530757
leaf_count=393 644 615 730 261 158 150 776 183
internal_value=0 0.00122546 -0.00819466 0.004454 0.000508391 -0.00629975 -0.0131036 0.0137776
internal_weight=0 0.00948796 0.00242178 0.00706619 0.00594184 0.00392699 0.0028328 0.00201485
internal_count=3910 3266 1345 1921 1660 1084 934 576
is_linear=0
shrinkage=0.1


Tree=5373
num_leaves=9
num_cat=0
split_feature=4 156 49 150 52 0 4 2
split_gain=2.42492e-05 3.26523e-05 4.30482e-05 4.50534e-05 7.0683e-05 5.10854e-05 8.66257e-05 3.86532e-05
threshold=0.27608500000000008 0.084090000000000012 0.010625000000000001 0.086420000000000011 -0.081429999999999989 -0.083424999999999985 -1.0000000180025095e-35 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=0.00036117845572010892 0.00021206379789626012 -0.0003687040460539338 0.00035021838572724974 -0.00037902312413392951 0.00050667764347691788 -0.00058850015765504944 -0.00023661132365151316 -8.481843496249846e-05
leaf_weight=0.0016535949762687572 0.0016592558276946048 0.0010633726028871195 0.0011426178248823094 0.0013781404371523915 0.0010746473095130629 0.0010768885799506136 0.0013730250571866113 0.0012844686609379413
leaf_count=422 441 499 556 179 583 790 226 214
internal_value=0 -4.38029e-05 -5.34405e-06 -5.71594e-05 1.14773e-05 -0.000108768 8.97287e-05 -0.000314521
internal_weight=0 0.0100468 0.00898338 0.00784077 0.00646262 0.00480903 0.00244767 0.00236136
internal_count=3910 3469 2970 2414 2235 1813 809 1004
is_linear=0
shrinkage=0.00196078


Tree=5374
num_leaves=8
num_cat=0
split_feature=14 15 16 2 2 4 3
split_gain=1.45447e-05 4.10566e-05 2.93892e-05 8.14055e-05 5.42817e-05 6.66926e-05 5.13391e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.092424999999999993 0.092865000000000017 0.106285 -0.08422499999999998 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.01150121415389012 0.01651139244406406 0.0074796967655537646 -0.021108033843667738 -0.031381919638142297 0.019166707036578454 0.018365687153664458 -0.0076525916617380509
leaf_weight=0.0010028298124791389 0.0014725330265537235 0.0010957830992155437 0.0014384504484965016 0.0010608964847795195 0.0014038689222021731 0.0014799721269345358 0.0015554563402704006
leaf_count=196 505 353 573 237 438 1214 394
internal_value=0 0.00116113 -0.00165223 -0.0116368 0.00201133 -0.00337189 0.00503304
internal_weight=0 0.00950696 0.00803443 0.00215668 0.00587775 0.00447388 0.00303543
internal_count=3910 3714 3209 590 2619 2181 1608
is_linear=0
shrinkage=0.1


Tree=5375
num_leaves=8
num_cat=0
split_feature=0 52 16 48 3 3 1
split_gain=1.5839e-05 4.3617e-05 4.33428e-05 3.06505e-05 4.89689e-05 6.49457e-05 3.1144e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.23932500000000004 0.087235000000000021 -0.08348499999999999 -1.0000000180025095e-35 0.096035000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 -7
right_child=2 3 -4 -5 5 6 -8
leaf_value=-0.018294806651198686 -0.0054722290572219515 0.020613207472562178 0.021994525082454756 -0.0095028153363359898 -0.019770008818619931 0.020715935722798715 -0.0032294441124024915
leaf_weight=0.0013833167859910629 0.0012386933924456679 0.0014762247325693632 0.0010714747828182991 0.0019218477068155123 0.0012112087405910469 0.0011219492660538874 0.0010529020970746665
leaf_count=597 282 903 164 450 1208 109 197
internal_value=0 -0.00211136 0.00726707 0.00118852 0.00541434 -0.00121193 0.00912335
internal_weight=0 0.00816745 0.00231017 0.00678413 0.00486228 0.00338606 0.00217485
internal_count=3910 3464 446 2867 2417 1514 306
is_linear=0
shrinkage=0.1


Tree=5376
num_leaves=7
num_cat=0
split_feature=4 42 0 4 4 3
split_gain=1.55691e-05 2.81162e-05 4.4347e-05 7.49217e-05 5.66597e-05 5.16423e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 0.080255000000000007 0.0057500000000000008 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0059868591588778317 0.0093881048867026431 -0.016262772467963951 0.013804138290568396 -0.026895078893132841 0.018945328453202862 -0.018751171016049711
leaf_weight=0.0018721148980824949 0.0015004916817256539 0.0011436101142522437 0.0019024235274435891 0.0011309032199037592 0.0013651924592863675 0.0015364256203635207
leaf_count=1740 441 711 288 213 265 252
internal_value=0 -0.00161891 0.000526179 -0.00375187 0.00173079 -0.005164
internal_weight=0 0.00895067 0.00780706 0.00590464 0.00477373 0.00340854
internal_count=3910 3469 2758 2470 2257 1992
is_linear=0
shrinkage=0.1


Tree=5377
num_leaves=8
num_cat=0
split_feature=1 13 15 150 4 4 16
split_gain=1.77488e-05 3.26218e-05 4.33762e-05 2.77948e-05 8.66056e-05 3.50381e-05 3.76759e-05
threshold=0.10786000000000001 -0.060719999999999989 -0.074174999999999977 0.083205000000000015 -1.0000000180025095e-35 -0.08422499999999998 0.13514000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.020783716844492026 0.019151073028696383 0.013712363496538883 -0.013558244812765989 0.00951127446534792 -0.026696574611287785 0.012666724691029713 0.0048922567232357675
leaf_weight=0.0010207493485226179 0.0011965153177015339 0.0010715693243336791 0.0012799311073020171 0.0014113876929446227 0.0015001003752777983 0.0016466619869856597 0.0012984767199313543
leaf_count=508 392 194 166 347 636 1466 201
internal_value=0 0.00570873 -0.00113114 -0.00299942 -0.00622984 0.00151172 -0.00640838
internal_weight=0 0.00354802 0.0023515 0.00687738 0.00546599 0.00396589 0.00231923
internal_count=3910 752 360 3158 2811 2175 709
is_linear=0
shrinkage=0.1


Tree=5378
num_leaves=9
num_cat=0
split_feature=124 4 2 4 48 457 1 0
split_gain=4.15925e-05 4.34097e-05 7.01892e-05 6.92981e-05 3.70838e-05 6.45802e-05 0.000107912 7.41975e-05
threshold=-0.048219999999999992 -0.034289999999999994 0.106285 -0.08422499999999998 0.10990500000000002 0.082870000000000013 0.11198000000000001 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3
right_child=1 4 -4 -5 -6 -7 -8 -9
leaf_value=0.00037571671481020105 -0.00063227578848334596 -0.00056372588345365794 0.00018732740216495844 -2.0922089173803675e-06 -0.00028831556277610239 0.00049684934924836195 0.00036378347471158169 0.00011509038992881017
leaf_weight=0.0010036103542678939 0.0016472673734265705 0.0013953002289236723 0.0012276728545977805 0.0011318523501090178 0.0010242212372280389 0.0013202858763787509 0.0018287545357108361 0.0011128221793121598
leaf_count=319 617 258 239 911 138 218 328 882
internal_value=0 -4.1771e-05 -0.000203135 -0.000375621 5.49981e-05 0.000117155 1.5631e-06 -0.000262544
internal_weight=0 0.0106882 0.00400679 0.00277912 0.00668138 0.00565716 0.00433688 0.00250812
internal_count=3910 3591 1767 1528 1824 1686 1468 1140
is_linear=0
shrinkage=0.00196078


Tree=5379
num_leaves=10
num_cat=0
split_feature=484 4 0 1 1 1 3 43 42
split_gain=0.000119696 5.05979e-05 9.80143e-05 5.47802e-05 5.44338e-05 5.61931e-05 5.05485e-05 0.000114897 4.02789e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.076710000000000014 0.09112000000000002 0.10285500000000002 0.12046500000000002 -0.075819999999999985 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 -6 7 -7 -3
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00064787572003678455 -0.00037181596939559771 -0.000498496085718575 0.00064176576648875472 0.00040611545332470836 -0.00039634821179254225 -0.00020194307902885719 -0.00020446987008702693 0.00059782644531684403 3.1744637964006688e-05
leaf_weight=0.0010564183683551718 0.0010307797483430281 0.001178601720132885 0.0010830760115726973 0.0017203701302044867 0.0010715659185024711 0.0012051325441608971 0.0013540076620418744 0.0016176218234955466 0.0010340286771689368
leaf_count=627 151 806 152 392 328 265 202 252 735
internal_value=0 4.23108e-05 8.38985e-05 1.80897e-05 0.000103433 4.21504e-06 0.000106981 0.000256377 -0.000250699
internal_weight=0 0.0112952 0.0102644 0.00918133 0.0069687 0.00524833 0.00417676 0.00282275 0.00221263
internal_count=3910 3283 3132 2980 1439 1047 719 517 1541
is_linear=0
shrinkage=0.00196078


Tree=5380
num_leaves=10
num_cat=0
split_feature=484 1375 484 133 12 16 2 0 16
split_gain=9.34979e-05 4.46017e-05 5.20506e-05 7.38437e-05 6.40354e-05 8.59939e-05 9.07743e-05 4.58623e-05 5.92131e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087420000000000012 0.098810000000000023 0.098845000000000016 -0.014099999999999998 0.085730000000000015 -0.084304999999999977 -0.50763499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 8 -3
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00058332319973567555 -0.00034682365432501161 0.00028330820815733422 -0.00032825519153741397 -0.00036205173395884439 -0.00021924141347772676 7.5659410189713794e-05 0.00078670266191850635 0.00038714868962707829 -0.00032506230368032686
leaf_weight=0.0010081235869151091 0.0010363915408717938 0.0010387993385602176 0.0010702128384448379 0.0010396156986802211 0.0012207877020855009 0.0011048812724320837 0.0018396011097468103 0.0012066686299621759 0.0015080238537415361
leaf_count=627 146 161 333 500 321 242 448 504 628
internal_value=0 4.04233e-05 8.04428e-05 0.000129268 0.000193771 0.000269047 0.000519892 7.22684e-05 -7.69199e-05
internal_weight=0 0.011065 0.0100286 0.00895838 0.00791876 0.00669797 0.00294448 0.00375349 0.00254682
internal_count=3910 3283 3137 2804 2304 1983 690 1293 789
is_linear=0
shrinkage=0.00196078


Tree=5381
num_leaves=10
num_cat=0
split_feature=484 4 0 1 3 15 13 16 0
split_gain=7.918e-05 6.53682e-05 0.000105769 9.77699e-05 5.16014e-05 8.04118e-05 0.000116256 0.000120148 4.56765e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.11265500000000002 0.035895000000000003 -0.071149999999999977 -0.013279999999999998 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 -5 -8 -3
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00053542732963282299 -0.00043898851151763128 -0.00064849888665721494 0.00065080528480775167 -0.00022053697494084067 -0.0001529458734294715 -0.00024674426250036554 0.00021097005657682276 0.0010025234267393443 -8.2675042311579374e-05
leaf_weight=0.0010395464546552992 0.0010393696267753461 0.0010490216914220809 0.0011029433670445227 0.0010225523026941696 0.0019270097145962879 0.0011005288310381384 0.0017510257648205752 0.0012734129494581816 0.0011496528964901982
leaf_count=627 151 793 152 324 243 422 252 209 737
internal_value=0 2.9823e-05 7.67835e-05 8.51004e-06 0.00012075 0.000223211 0.000351009 0.000544247 -0.000352638
internal_weight=0 0.0114155 0.0103761 0.0092732 0.00707453 0.00514752 0.00404699 0.00302444 0.00219867
internal_count=3910 3283 3132 2980 1450 1207 785 461 1530
is_linear=0
shrinkage=0.00196078


Tree=5382
num_leaves=10
num_cat=0
split_feature=484 484 13 3 0 16 1 0 1
split_gain=7.76048e-05 3.37622e-05 5.49146e-05 8.78583e-05 7.10407e-05 0.000119276 7.6172e-05 3.74768e-05 5.63961e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -0.16277999999999995 -0.12008499999999998 -0.053834999999999994 0.0015250000000000001 0.085990000000000011 -0.22851499999999997 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=-0.00053448759884621138 -0.00026157900062721536 -0.00028037829948877961 0.00057557001043790029 -0.00046041934238210997 -0.00037052394855098054 0.00069925275479560138 -0.00012548606831225574 -2.1605918987873308e-05 0.00063371552759867316
leaf_weight=0.0010139265882881691 0.0016083016665436158 0.001185132511228937 0.0014343868157621455 0.001082611151000926 0.0013007760877738672 0.0011547190268081974 0.0012637661695288627 0.0010129095901758442 0.0010066861476190174
leaf_count=627 191 367 301 1105 317 315 95 381 211
internal_value=0 3.23194e-05 6.98885e-05 0.000134461 4.17065e-05 0.000138836 -9.38447e-06 0.000139334 0.000305045
internal_weight=0 0.0110493 0.00986416 0.00825585 0.00682147 0.00552069 0.00436597 0.00328336 0.0020196
internal_count=3910 3283 2916 2725 2424 2107 1792 687 592
is_linear=0
shrinkage=0.00196078


Tree=5383
num_leaves=8
num_cat=0
split_feature=49 42 3 3 52 2 457
split_gain=1.56799e-05 4.05378e-05 4.55823e-05 4.00872e-05 4.11537e-05 4.01517e-05 3.86068e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -0.010319999999999998 -0.0066199999999999991 0.11043500000000002 0.084715000000000013
decision_type=2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 -1
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0037503684466357436 0.014015676420055526 -0.018011867101518097 0.015731774154129657 -0.020701263830775779 -0.0093003343772596284 0.016744449890436965 0.021563520554878916
leaf_weight=0.0014351182800307143 0.0012911854344673348 0.0019957228642440228 0.0012076797651275196 0.0011723027724504361 0.001345953307452782 0.0010565774712000126 0.0010384366404051037
leaf_count=371 529 1498 787 223 195 149 158
internal_value=0 -0.00222384 -0.0053173 -1.99081e-05 -0.00534127 0.00215356 0.00687679
internal_weight=0 0.00806942 0.00677824 0.00478251 0.00357483 0.00240253 0.00247355
internal_count=3910 3381 2852 1354 567 344 529
is_linear=0
shrinkage=0.1


Tree=5384
num_leaves=10
num_cat=0
split_feature=484 4 0 160 15 15 3 42 15
split_gain=0.000100237 6.02926e-05 0.000128867 6.44994e-05 4.44877e-05 0.000116893 8.21237e-05 6.47981e-05 4.28003e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.087825000000000014 1.0000000180025095e-35 -0.017214999999999998 0.094625000000000015 0.085330000000000003 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -6
right_child=1 2 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.00059304358977466326 -0.00041218455722451182 0.0005046347095814458 0.00072893139020396641 -0.00040807140367061449 -0.00044115619755099206 0.0007352731351900106 -0.00033533071803688939 -0.00010369986631151691 9.1200089092290356e-05
leaf_weight=0.0010348360212601654 0.0010071617745173013 0.001504067194475578 0.001085924680501873 0.0012063108937540295 0.00104628957409971 0.0011393252958841514 0.0015304621676061414 0.0012186162156155194 0.0013046335310698631
leaf_count=627 151 502 152 264 531 226 203 532 722
internal_value=0 4.51617e-05 9.10603e-05 1.36634e-05 7.93637e-05 0.000177495 2.80788e-05 0.000232357 -0.000145728
internal_weight=0 0.0110428 0.0100356 0.0089497 0.00774339 0.00539247 0.00425315 0.00272268 0.00235092
internal_count=3910 3283 3132 2980 2716 1463 1237 1034 1253
is_linear=0
shrinkage=0.00196078


Tree=5385
num_leaves=11
num_cat=0
split_feature=484 12 2 2 2 2 1 15 12 0
split_gain=0.000101298 4.81843e-05 5.45957e-05 6.98046e-05 8.04195e-05 9.96069e-05 7.73457e-05 5.87216e-05 6.12932e-05 1.19384e-05
threshold=-1.0000000180025095e-35 0.10852500000000001 0.086650000000000019 0.10796500000000002 0.097940000000000013 0.090905000000000014 0.10828500000000001 -0.064869999999999983 0.086865000000000012 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -5 -2 -9 -8
right_child=1 -3 3 6 -6 -7 9 8 -10 -11
leaf_value=-0.00059332183785557632 -0.00047798004628222163 -0.00035106072799197209 0.0006212322181997367 -0.00041829506758261226 0.00081599551131758389 -0.00019149183093131549 5.9870024488243587e-05 -0.00020952671826853268 0.00038206802738937788 0.00036280344371193799
leaf_weight=0.0010797215551759222 0.0011613922986097873 0.0011262482708481935 0.0010504141630865663 0.0011997762446007395 0.0010963452293317241 0.0012940146331369582 0.0010000524700274072 0.0015457951937663632 0.0011929541758127897 0.0010006072155477981
leaf_count=627 349 272 474 250 285 361 81 430 516 265
internal_value=0 3.44379e-05 7.56249e-05 0.000183763 0.000377639 0.000172647 -2.46728e-05 -0.000108514 4.81622e-05 0.000211379
internal_weight=0 0.0116676 0.0105414 0.00664121 0.00344077 0.00234443 0.00320044 0.00390014 0.00273875 0.00200066
internal_count=3910 3283 3011 1716 1120 835 596 1295 946 346
is_linear=0
shrinkage=0.00196078


Tree=5386
num_leaves=9
num_cat=0
split_feature=4 1 12 4 1 12 52 48
split_gain=1.48321e-05 4.94003e-05 3.30438e-05 3.3451e-05 5.29542e-05 5.41451e-05 7.55136e-05 6.394e-05
threshold=0.24280000000000004 0.11198000000000001 0.10129000000000001 0.055260000000000011 0.095575000000000007 0.088325000000000015 0.0033900000000000002 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.038366122705476596 -0.0079716496392244884 0.021699622107791139 -0.018990458738613075 -0.015672750058988685 0.01782727654410269 0.014421888377377193 0.011790410197815359 -0.0032225650774698675
leaf_weight=0.0010430775167062482 0.0011037536537775044 0.0011413629328637599 0.0010111524296137165 0.0011128046048587709 0.0017619855614228056 0.0013102847600539114 0.0010702547653199065 0.0010278478862575477
leaf_count=599 196 353 428 270 477 892 511 184
internal_value=0 0.00711251 -0.00204466 0.000294157 0.00315377 -0.00265432 -0.00977735 -0.0209236
internal_weight=0 0.00224512 0.00833741 0.00732626 0.00621345 0.00445146 0.00314118 0.00207093
internal_count=3910 549 3361 2933 2663 2186 1294 783
is_linear=0
shrinkage=0.1


Tree=5387
num_leaves=11
num_cat=0
split_feature=484 484 133 42 43 0 13 1 2 1
split_gain=0.000104516 3.90379e-05 6.65972e-05 8.38045e-05 0.000117428 0.000112397 7.23556e-05 0.000160573 4.54836e-05 7.17129e-06
threshold=-1.0000000180025095e-35 0.087420000000000012 0.10064500000000001 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 0.09112000000000002 0.092745000000000008 0.10801000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -6 -9
right_child=1 -3 -4 4 6 -7 7 9 -10 -11
leaf_value=-0.00060024124053036012 -0.0003891616463029986 -0.00028913454509408654 -0.00038802054720635026 0.00017202707099076058 -0.00050389561917936953 0.00099849842434844181 0.00074364095480512163 -0.00024147335064864729 5.8409477865252545e-05 -7.7737701962497831e-06
leaf_weight=0.0010484206608883878 0.0010263734424230892 0.0011915793968665803 0.001025347084495083 0.0013663079202000023 0.0011312694489838914 0.0011781655330429289 0.0013745340805466776 0.0010145054478907893 0.0010820547968940556 0.0010048404893878184
leaf_count=627 320 367 486 476 605 205 214 189 302 119
internal_value=0 4.67016e-05 8.59214e-05 0.000138869 0.000205353 0.000554707 4.68206e-05 0.000226694 -0.000228995 -0.000125183
internal_weight=0 0.011395 0.0102034 0.00917805 0.00815168 0.00254447 0.0056072 0.00339388 0.00221332 0.00201935
internal_count=3910 3283 2916 2430 2110 681 1429 522 907 308
is_linear=0
shrinkage=0.00196078


Tree=5388
num_leaves=9
num_cat=0
split_feature=484 159 42 2 2 15 3 0
split_gain=8.64991e-05 4.16706e-05 4.8636e-05 4.64751e-05 0.000103943 6.84705e-05 6.3966e-05 6.38744e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.090359999999999982 0.086650000000000019 0.10113500000000002 -1.0000000180025095e-35 -0.074234999999999982 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 7 -6 -4 -5
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.0005534958020111748 -0.00037727226865594179 0.00033748887107716742 8.4762173448856825e-05 0.00012814099724049391 0.00019070828617488768 -0.00036241397242106729 -0.00051850242947726181 0.00080606888670869134
leaf_weight=0.0010264368892697892 0.0011949951658616282 0.0015694888314812085 0.0016593316683546971 0.0010076545510549068 0.0018874273734393523 0.0015813434578148681 0.0011400410818795288 0.0011375834762171518
leaf_count=627 324 522 741 216 418 269 284 509
internal_value=0 4.12709e-05 -7.11509e-06 4.54602e-05 0.000148368 -6.14491e-05 -0.000160917 0.000487635
internal_weight=0 0.0111779 0.00960838 0.00841338 0.00561401 0.00346877 0.00279937 0.00214524
internal_count=3910 3283 2761 2437 1412 687 1025 725
is_linear=0
shrinkage=0.00196078


Tree=5389
num_leaves=8
num_cat=0
split_feature=14 49 4 1 3 13 3
split_gain=1.50665e-05 3.91631e-05 6.29202e-05 5.593e-05 6.09777e-05 5.04507e-05 5.5015e-05
threshold=-1.0000000180025095e-35 0.010625000000000001 0.15927500000000003 0.11198000000000001 -0.089974999999999986 -0.084184999999999996 -0.016619999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.011693395148324043 -0.018948772384327416 0.018233705489460447 0.017247289486603049 -0.025700102019938359 -0.012742797984450945 0.027813000909483868 0.00062941121656799734
leaf_weight=0.0010146987559078594 0.0014671441942246868 0.0011736097310189137 0.001507216792399505 0.0011253924533425547 0.0012033524018535504 0.0012304339996279405 0.0018851829627202497
leaf_count=196 580 734 363 212 543 1018 264
internal_value=0 0.00112026 -0.00126543 -0.00530257 -0.00133527 0.00464799 0.0113649
internal_weight=0 0.00959233 0.00841872 0.00691151 0.00578611 0.00431897 0.00311562
internal_count=3910 3714 2980 2617 2405 1825 1282
is_linear=0
shrinkage=0.1


Tree=5390
num_leaves=10
num_cat=0
split_feature=484 1375 4 15 12 1 49 13 16
split_gain=8.57055e-05 3.94254e-05 4.49026e-05 4.42609e-05 3.69769e-05 7.49339e-05 6.57695e-05 5.94428e-05 9.22025e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 -0.15202999999999997 -0.036459999999999992 0.11477000000000001 -1.0000000180025095e-35 -0.09547499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=-0.0005390036029094302 -0.00031994918147998478 -0.00031939409571810307 0.00060133362513580771 3.7500948600045204e-05 -0.00041848863859489328 0.00047956110117861105 0.00041211846652158119 -0.00045897246343349246 0.00022068927181552892
leaf_weight=0.0010663631643388792 0.0010515105919256364 0.0011134001237158037 0.0011177781284552463 0.0010271636078769278 0.0013115713448286744 0.0013578781141917358 0.0014230389117110102 0.0013449279245590787 0.0017870447932244807
leaf_count=627 146 254 302 175 284 150 147 1060 765
internal_value=0 4.2005e-05 7.8312e-05 0.000331327 1.3223e-05 6.44844e-05 -3.15891e-05 7.98148e-05 -7.11702e-05
internal_weight=0 0.0115343 0.0104828 0.00214494 0.00833786 0.00722446 0.00586658 0.00455501 0.00313197
internal_count=3910 3283 3137 477 2660 2406 2256 1972 1825
is_linear=0
shrinkage=0.00196078


Tree=5391
num_leaves=10
num_cat=0
split_feature=147 11 52 13 1 2 13 2 48
split_gain=3.63831e-05 4.48841e-05 5.2156e-05 0.000107542 5.99445e-05 5.59802e-05 5.00766e-05 6.49208e-05 7.79236e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 0.11593500000000001 0.099990000000000009 0.076210000000000014 0.085255000000000011 0.090225000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -5 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.00013211148222887662 0.00035156529115558686 -0.00041975332831446527 -0.0003748679487167675 0.00023292308900108822 -0.00049055900073174919 0.00073224419328800133 0.00040312806249630863 -0.00058313645079588754 0.00013037960750209582
leaf_weight=0.001297217923560492 0.0010019008744516439 0.0010722122577032011 0.0012258995536075885 0.0014953491421712058 0.001122393362733733 0.0011080059541802767 0.0010005887669786266 0.0014160706735055002 0.0010068916292440616
leaf_count=688 234 284 604 602 215 172 180 776 155
internal_value=0 -3.91195e-05 3.07474e-06 5.79281e-05 -8.16742e-05 0.000408572 1.16251e-05 -8.835e-05 -0.000286626
internal_weight=0 0.0107446 0.00967242 0.00844652 0.00604129 0.00240522 0.0049189 0.00391831 0.00242296
internal_count=3910 3676 3392 2788 1928 860 1713 1533 931
is_linear=0
shrinkage=0.00196078


Tree=5392
num_leaves=9
num_cat=0
split_feature=0 4 157 51 2 51 16 12
split_gain=1.66997e-05 3.80603e-05 3.7225e-05 8.99646e-05 4.64059e-05 6.03652e-05 8.06726e-05 4.91637e-05
threshold=-0.017269999999999997 -0.48072499999999996 -0.055684999999999991 -0.032189999999999989 0.086875000000000022 0.08955500000000001 -0.114825 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 6 -6 -5
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=0.015762055365262595 -0.0072941385913850498 0.018391739801257235 -0.031300531423478162 -0.025725951014871164 0.00092598684686572691 -0.012544597416620604 0.036440387015702402 0.0030726389511779731
leaf_weight=0.0010110639721916219 0.0010131130543172102 0.001339735623702689 0.0010832838069763416 0.0011624452007500735 0.0016167586138964983 0.0011352763173003064 0.0010582852931406872 0.0012096612765121646
leaf_count=492 194 252 364 609 396 269 704 630
internal_value=0 0.00733166 -0.00221575 -0.00471746 -5.95749e-05 0.00677629 0.014976 -0.01104
internal_weight=0 0.00235285 0.00827677 0.00726571 0.00618243 0.00381032 0.00267504 0.00237211
internal_count=3910 446 3464 2972 2608 1369 1100 1239
is_linear=0
shrinkage=0.1


Tree=5393
num_leaves=10
num_cat=0
split_feature=484 1 52 13 3 151 1 1 3
split_gain=9.77986e-05 5.21967e-05 7.05667e-05 5.3819e-05 9.69633e-05 7.35678e-05 7.2195e-05 5.75686e-05 8.55511e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00058220250134143005 0.00055835052405652278 0.00037306729719240636 -0.00049988267205466203 -0.00038768278345112974 -0.00038157019917487854 -0.00018538819896533022 0.00049352568678167426 -0.00032118296274272077 0.00053277839751197269
leaf_weight=0.0010877103874998894 0.0014036115635679145 0.0015068374392920138 0.0010481849220632155 0.0010268817205215585 0.0015611520988860284 0.0013485784158497856 0.0013555502048592681 0.0015866015300219612 0.0012098508337382253
leaf_count=627 247 323 476 144 380 986 192 459 76
internal_value=0 3.17149e-05 -1.70842e-05 3.62291e-05 8.76514e-05 -5.90617e-06 0.000100713 -2.77483e-05 0.000154224
internal_weight=0 0.0120472 0.0105404 0.00949223 0.00846534 0.00706173 0.00550058 0.00414503 0.00255843
internal_count=3910 3283 2960 2484 2340 2093 1713 1521 1062
is_linear=0
shrinkage=0.00196078


Tree=5394
num_leaves=8
num_cat=0
split_feature=51 42 160 16 0 4 15
split_gain=1.96246e-05 3.53416e-05 4.23146e-05 3.67451e-05 6.62689e-05 5.14767e-05 7.97207e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 -0.079684999999999992 0.058875000000000004 -0.084304999999999977 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.010336730753637684 -0.01782288933364843 -0.016496037103209529 -0.01696242432006359 -0.0095519860000269768 0.027835377535325664 -0.0058443891341962645 0.028846970266615014
leaf_weight=0.001538826311213235 0.0012052927958101844 0.0012278178091490836 0.0010972961661937933 0.0015909361989873182 0.0012517189414922854 0.0015805074461295579 0.001140348855747503
leaf_count=515 931 600 485 324 662 220 173
internal_value=0 -0.0018743 0.000562461 0.00370693 0.00786761 0.0013215 0.00869524
internal_weight=0 0.00909392 0.00788863 0.00666081 0.00506987 0.00381815 0.00272086
internal_count=3910 3395 2464 1864 1540 878 393
is_linear=0
shrinkage=0.1


Tree=5395
num_leaves=10
num_cat=0
split_feature=124 4 1 16 160 4 16 52 15
split_gain=3.25168e-05 4.24197e-05 7.40521e-05 5.48005e-05 4.12584e-05 6.24345e-05 4.06177e-05 5.23043e-05 3.03819e-05
threshold=-0.061329999999999989 -0.034289999999999994 0.081005000000000008 0.066275000000000014 0.087825000000000014 -1.0000000180025095e-35 -0.12467499999999999 -0.048794999999999991 -0.106555
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 8 -8 -7
right_child=1 4 -4 -5 -6 6 7 -9 -10
leaf_value=0.00032337594416345422 -0.00033072982926144335 0.00053424625452188495 -0.00056165881631956374 0.0002449244717418578 -0.00028703488429700127 0.00042230060054035677 0.00012037260713558995 -0.00048969413110935562 -3.1508358123824287e-05
leaf_weight=0.0010086725593210699 0.001127078604974826 0.0011202905324242743 0.0014331739169017614 0.0014586374073625838 0.0011522584049740619 0.00115473071763352 0.0011117574579526163 0.0010511757982161701 0.0011147360752376623
leaf_count=310 924 572 693 151 295 222 198 309 236
internal_value=0 -4.48621e-05 -0.00020415 -5.99544e-06 5.06138e-05 0.000120681 1.61516e-05 -0.000176117 0.000199395
internal_weight=0 0.0107238 0.00401889 0.00258572 0.00670495 0.00555269 0.0044324 0.00216293 0.00226947
internal_count=3910 3600 1768 1075 1832 1537 965 507 458
is_linear=0
shrinkage=0.00196078


Tree=5396
num_leaves=9
num_cat=0
split_feature=158 48 50 1 48 15 12 4
split_gain=4.33522e-05 5.59663e-05 0.000106668 8.35761e-05 6.09081e-05 7.9574e-05 5.8907e-05 2.35781e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.084340000000000012 0.11198000000000001 0.083775000000000002 -0.0063699999999999989 0.086935000000000012 0.11205000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -5
right_child=-2 -3 -4 7 -6 6 -8 -9
leaf_value=-0.00053502057130744762 -0.00040154072413834557 -0.00041428040118980165 -0.00052305956422367503 0.00027886211043644157 0.00032695970222664449 0.00028759046124153043 -0.00020223134344741757 0.00070253236231576665
leaf_weight=0.001138914428265551 0.0010013329591036036 0.0010137838108857525 0.0010461449656871203 0.0010157239904176258 0.001975267640224162 0.0019972103736569363 0.0017899449500238642 0.001004439658759177
leaf_count=578 488 150 650 147 403 475 782 237
internal_value=0 2.46414e-05 6.9283e-05 0.000138742 3.60634e-05 -8.05809e-05 5.60832e-05 0.000489514
internal_weight=0 0.0109814 0.00996765 0.0089215 0.00690134 0.00492607 0.00378716 0.00202016
internal_count=3910 3422 3272 2622 2238 1835 1257 384
is_linear=0
shrinkage=0.00196078


Tree=5397
num_leaves=8
num_cat=0
split_feature=1 0 50 160 49 43 16
split_gain=1.64408e-05 5.42913e-05 2.5807e-05 4.70119e-05 5.31162e-05 4.52001e-05 9.16246e-06
threshold=0.076710000000000014 0.047345000000000005 0.088425000000000017 -0.026849999999999995 -0.047309999999999998 -0.074254999999999988 -0.095109999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7
right_child=2 -3 -4 4 5 6 -8
leaf_value=-0.01693708427335015 0.020316469520678324 0.008249531782107777 -0.012185802604424974 0.016120253633916986 0.0083482020813054076 -0.0095086898356742285 -0.022965576790162083
leaf_weight=0.0019298762423249688 0.0015193982419953933 0.0015377972912682652 0.001011627760220163 0.0014261245071939387 0.0011963827276618767 0.0010222091146571211 0.0010018675096989441
leaf_count=1913 418 95 440 274 252 221 297
internal_value=0 -0.00576766 0.00261788 0.00504666 5.35445e-05 -0.00706132 -0.0161695
internal_weight=0 0.00346767 0.00717761 0.00616598 0.00464658 0.00322046 0.00202408
internal_count=3910 2008 1902 1462 1044 770 518
is_linear=0
shrinkage=0.1


Tree=5398
num_leaves=11
num_cat=0
split_feature=484 4 0 1 42 15 151 2 1 15
split_gain=0.000109537 6.2847e-05 0.000121327 8.72743e-05 6.47235e-05 5.35934e-05 9.73717e-05 0.000133139 0.000103173 7.53096e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 1.0000000180025095e-35 -0.044604999999999992 0.087995000000000004 0.11167500000000001 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 9 -9 -8
right_child=1 2 -4 5 -6 -7 7 8 -10 -11
leaf_value=-0.00061843000365597288 -0.00041490760787168691 -0.0006206735831888366 0.00068937076893682201 -0.00028031790445958745 3.3741544266942998e-05 -0.00021349494578138599 -0.00032026309976717596 0.0010729422996237073 0.00021884938292950244 0.00038598874872141986
leaf_weight=0.0010817259293000982 0.0010920713089749593 0.0012715391053189523 0.0011208762722068636 0.0012701082758650251 0.0010700144696034323 0.0015272047144859816 0.0012481734823171697 0.0011858931974389616 0.0010042461441150403 0.0010851555805216507
leaf_count=627 151 799 152 256 731 472 245 127 212 138
internal_value=0 3.33202e-05 7.87145e-05 7.87555e-06 -0.000321627 0.000113267 0.000199402 0.000334099 0.000681314 8.1917e-06
internal_weight=0 0.0118753 0.0107832 0.00966233 0.00234155 0.00732078 0.00579358 0.00452347 0.00219014 0.00233333
internal_count=3910 3283 3132 2980 1530 1450 978 722 339 383
is_linear=0
shrinkage=0.00196078


Tree=5399
num_leaves=9
num_cat=0
split_feature=484 1375 1 42 3 52 4 4
split_gain=0.000105856 3.53963e-05 4.1519e-05 4.76603e-05 4.92785e-05 4.63649e-05 8.30254e-05 7.82098e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.100615 0.086950000000000013 -0.077679999999999985 0.00096500000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.00062292352476513103 -0.00030239153959773162 0.00035925647089617895 0.0004025509449170289 -0.00033554476672584217 0.00050965493312057789 -0.00029728516822449949 -0.00052052355263335071 0.00016601708479590399
leaf_weight=0.00100040929601061 0.0010323333623694945 0.001909998498527246 0.0013227316203025625 0.0011862213936874554 0.001310957764862921 0.00152326951811395 0.0010194466282084547 0.0017047668764484506
leaf_count=627 146 378 310 600 445 588 477 339
internal_value=0 4.32447e-05 7.90067e-05 2.9558e-05 8.75477e-05 -5.81726e-06 0.000104211 -9.0898e-05
internal_weight=0 0.0110097 0.00997739 0.00865466 0.00746844 0.00555844 0.00403517 0.00272421
internal_count=3910 3283 3137 2827 2227 1849 1261 816
is_linear=0
shrinkage=0.00196078


Tree=5400
num_leaves=10
num_cat=0
split_feature=1375 16 1 0 2 0 43 2 13
split_gain=3.13286e-05 3.49307e-05 5.10516e-05 7.41445e-05 0.000132612 4.57773e-05 3.6633e-05 4.25256e-05 3.95431e-05
threshold=-1.0000000180025095e-35 -0.50388999999999984 0.11327500000000001 -0.089879999999999974 0.086245000000000002 -0.071924999999999989 -0.073139999999999983 0.090050000000000005 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 -5 -8
right_child=1 2 5 6 -6 -7 8 -9 -10
leaf_value=-0.00033223906249695972 0.00031765772490054172 0.00010659422327994303 0.00048268087370538 0.00049110020574259252 -0.00081644672633227934 -5.3939006561667875e-05 0.00012936595297545519 -6.2556560172723287e-05 -0.00037281620466366529
leaf_weight=0.0010392662335158955 0.0013625681357173911 0.0011289092797493773 0.0012738300586434127 0.0011301688267016596 0.0012734289749079686 0.0011749268809626329 0.0012013618862609181 0.001010051648160647 0.0012100587091864522
leaf_count=180 279 275 190 524 454 293 80 357 1278
internal_value=0 2.42524e-05 -1.82655e-05 -0.000104002 -0.00038269 0.000225208 4.30892e-05 0.000229808 -0.000122631
internal_weight=0 0.0107653 0.00940274 0.00695398 0.00240234 0.00244876 0.00455164 0.00214022 0.00241142
internal_count=3910 3730 3451 2968 729 483 2239 881 1358
is_linear=0
shrinkage=0.00196078


Tree=5401
num_leaves=10
num_cat=0
split_feature=484 11 3 49 124 3 0 16 2
split_gain=0.000146374 9.90525e-05 0.000104277 5.57945e-05 5.42125e-05 0.000113911 0.000163235 6.63415e-05 5.21682e-05
threshold=-0.0043499999999999988 0.079700000000000007 -0.12008499999999998 -0.069934999999999983 -0.018779999999999995 0.13772500000000001 -0.053834999999999994 -0.057604999999999996 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00072418736952310065 0.00061340939472809719 -0.000524400106245477 -0.00026323201863232991 -0.00030828523042331302 -0.0002325607827168464 0.00072421618931540837 -0.00066376556897098271 0.00049222226114954768 0.00027375541811271636
leaf_weight=0.0010229961540837553 0.0013425955901636257 0.0010682235318934955 0.0019816149159905391 0.001071559956416392 0.0015325628910776582 0.0011702465651397161 0.0010092769937828493 0.0018758056552716012 0.001598369983707779
leaf_count=612 159 230 322 220 844 159 233 723 408
internal_value=0 4.69132e-05 9.9606e-05 3.22361e-05 0.000103139 0.000164487 5.5608e-05 0.000200622 2.59183e-05
internal_weight=0 0.0126503 0.011582 0.0102394 0.00825782 0.00718626 0.00601602 0.00500674 0.00313093
internal_count=3910 3298 3068 2909 2587 2367 2208 1975 1252
is_linear=0
shrinkage=0.00196078


Tree=5402
num_leaves=10
num_cat=0
split_feature=484 1 52 0 4 3 12 4 2
split_gain=0.000100971 5.23329e-05 7.91748e-05 9.2148e-05 0.000108581 9.65715e-05 8.73724e-05 0.000104377 4.86071e-05
threshold=-1.0000000180025095e-35 0.13385500000000003 0.11401500000000002 -0.06402999999999999 -0.48072499999999996 0.12046500000000002 0.086935000000000012 0.15045000000000003 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 -2
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.000585328552589816 -2.1802851403032181e-05 0.0004575856928825572 -0.00048663349821967102 -0.00014455239749904984 0.00064747497846233512 -0.00059437658518468942 -0.00071433548120922077 0.00015517669069051794 0.00042320280567432209
leaf_weight=0.0010885769984304685 0.0017874749822109123 0.0010448593287791649 0.0011578525865332126 0.0010597332421685641 0.0017887627876306128 0.0011156643052734078 0.0010718941419225565 0.0010514083300665888 0.001999099645280113
leaf_count=627 480 262 486 167 299 95 1015 100 379
internal_value=0 3.81762e-05 -1.54714e-06 5.53352e-05 0.000352815 -6.52776e-05 3.46056e-05 -0.000283774 0.000213135
internal_weight=0 0.0120767 0.0110319 0.00987404 0.0028485 0.00702554 0.00590988 0.0021233 0.00378657
internal_count=3910 3283 3021 2535 466 2069 1974 1115 859
is_linear=0
shrinkage=0.00196078


Tree=5403
num_leaves=8
num_cat=0
split_feature=11 39 13 0 16 12 15
split_gain=1.51682e-05 2.35942e-05 7.0404e-05 7.41657e-05 5.18899e-05 3.88173e-05 2.48814e-05
threshold=0.077330000000000024 0.005105000000000001 -0.094679999999999986 -0.053834999999999994 0.011450000000000002 0.085325000000000012 -0.093099999999999974
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.015887985652828261 -0.01158798839340857 0.013003678468957012 -0.0086885371661964157 -0.029275662733488361 0.017126658982633755 -0.021736386648225824 0.009913357504201397
leaf_weight=0.0019128100998080742 0.0010467633918617202 0.0014179966567015772 0.0015757201388331946 0.0011259043641973108 0.0012150891038454573 0.0011766769242626826 0.0013225917166384197
leaf_count=348 279 445 194 329 432 1437 446
internal_value=0 0.0010796 -0.000950506 -0.0059706 -0.00101051 -0.00641869 -0.000199902
internal_weight=0 0.00974679 0.00832879 0.00641598 0.00529008 0.00407499 0.00289831
internal_count=3910 3631 3186 2838 2509 2077 640
is_linear=0
shrinkage=0.1


Tree=5404
num_leaves=8
num_cat=0
split_feature=13 16 133 12 15 3 16
split_gain=1.64429e-05 3.42578e-05 6.40222e-05 3.81578e-05 3.28767e-05 4.12011e-05 2.48018e-05
threshold=0.043015000000000005 0.15100500000000003 0.065880000000000008 0.086935000000000012 -0.015439999999999997 0.11265500000000002 0.025915000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2
right_child=6 -3 -4 -5 -6 -7 -8
leaf_value=0.00654629041906905 -0.0036276396829577544 -0.014139929063673347 0.022335187057154298 -0.018530528280030639 0.014273687417306381 -0.016923536664295309 0.017969157517615405
leaf_weight=0.0015747824726532861 0.001011349861979159 0.001850032232968076 0.0011843231282332254 0.0012657998124216792 0.0013329151107494349 0.0014246444269786027 0.0011213035638339836
leaf_count=323 369 465 1049 853 437 199 215
internal_value=0 -0.00207803 0.00121205 -0.00325668 0.00120595 -0.00460123 0.00772749
internal_weight=0 0.0086325 0.00678246 0.00559814 0.00433234 0.00299943 0.00213265
internal_count=3910 3326 2861 1812 959 522 584
is_linear=0
shrinkage=0.1


Tree=5405
num_leaves=10
num_cat=0
split_feature=484 3 1 0 43 15 47 2 1
split_gain=0.000129246 5.89408e-05 5.10983e-05 0.000109607 8.44199e-05 4.91532e-05 6.03345e-05 5.6714e-05 0.000122784
threshold=-1.0000000180025095e-35 -0.15464999999999998 1.0000000180025095e-35 -0.083674999999999986 0.0016850000000000001 1.0000000180025095e-35 0.11603500000000001 0.087995000000000004 0.11167500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4 -9
right_child=1 2 5 4 -6 -7 -8 8 -10
leaf_value=-0.00065737474296489605 0.00050067875681713962 -0.00071330830517681487 1.2050430071587414e-05 -0.00029334778858462551 0.00042011089365465853 -0.00021648464468872073 -0.00021220781762624919 0.00083302404075410042 -1.4942357567618183e-05
leaf_weight=0.0010985755388387653 0.0010024906178465682 0.0010677587017581223 0.0017137351982365752 0.0013888437218853925 0.0011788403832566283 0.0014805335981298278 0.0011596562136807209 0.0015284483715711315 0.0011508308802387593
leaf_count=627 225 793 428 582 218 461 122 219 235
internal_value=0 4.6114e-05 3.40031e-06 -0.000185345 3.42057e-05 0.000100962 0.000185605 0.000290618 0.000468797
internal_weight=0 0.0116711 0.0106686 0.00363544 0.00256768 0.0070332 0.00555267 0.00439301 0.00267928
internal_count=3910 3283 3058 1593 800 1465 1004 882 454
is_linear=0
shrinkage=0.00196078


Tree=5406
num_leaves=8
num_cat=0
split_feature=4 12 150 4 3 16 2
split_gain=1.5322e-05 2.26728e-05 4.97018e-05 6.93976e-05 7.43353e-05 4.10251e-05 4.65438e-05
threshold=0.27020000000000005 -0.036459999999999992 0.086420000000000011 -0.0037349999999999992 0.0066850000000000008 -0.008069999999999999 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.015062918008250381 0.0086760265485812654 -0.016506128132002536 -0.0175064450061562 0.0019481822344013485 0.035992926889192492 0.017071264144814146 -0.011223492345545849
leaf_weight=0.0011212484559091117 0.0016688022147656892 0.0016842273901770018 0.0013324079221742101 0.001523440443612919 0.0011076613302340443 0.0012550469080297919 0.0010830690221719293
leaf_count=294 472 1366 269 616 97 557 239
internal_value=0 -0.00174696 0.000122659 0.00365303 0.0162806 -0.00460693 0.00396448
internal_weight=0 0.0091071 0.00798585 0.00665345 0.0026311 0.00402234 0.00233812
internal_count=3910 3438 3144 2875 713 2162 796
is_linear=0
shrinkage=0.1


Tree=5407
num_leaves=9
num_cat=0
split_feature=484 3 160 13 49 1 3 42
split_gain=8.8442e-05 3.96558e-05 3.96632e-05 4.91958e-05 8.16113e-05 5.7775e-05 0.000145586 4.64727e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.082109999999999975 -0.083514999999999992 -0.069934999999999983 0.11097000000000001 -1.0000000180025095e-35 0.083610000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 6 -6 -4
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.00056313740266900406 0.00029340220477987069 -0.00036994174284696887 4.5622872008795892e-05 -0.00055961194470879091 -0.00018729553813620257 -0.00025941800315160878 0.00071126322554664523 0.000585342647359633
leaf_weight=0.0010243934846905127 0.0019431287017317731 0.0010692761060991261 0.0015830632138575959 0.0010683579679718258 0.0015568930982623268 0.0015441029742704342 0.0012497064074028031 0.0010013448946140731
leaf_count=627 362 574 240 178 1197 217 128 387
internal_value=0 3.91925e-05 -1.52522e-05 3.21349e-05 -7.40281e-05 4.52118e-05 0.00021281 0.000254741
internal_weight=0 0.0110159 0.00907274 0.00800347 0.00541906 0.0043507 0.0028066 0.00258441
internal_count=3910 3283 2921 2347 1720 1542 1325 627
is_linear=0
shrinkage=0.00196078


Tree=5408
num_leaves=8
num_cat=0
split_feature=0 4 1 16 52 0 12
split_gain=1.70204e-05 4.02008e-05 3.21413e-05 2.83345e-05 8.95284e-05 5.88184e-05 3.80454e-05
threshold=-1.0000000180025095e-35 -0.48072499999999996 1.0000000180025095e-35 -0.055679999999999993 -0.062489999999999997 -0.15713499999999997 0.085945000000000008
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.013776638570105923 -0.0061898443646557725 0.021431116222062809 -0.0061382527417510168 0.0074891157966656633 -0.029613704127686487 0.032055530151594888 0.0051788303102566092
leaf_weight=0.0018501712850467209 0.0010308193377987804 0.0010779744698133429 0.0019476432414935467 0.001694532537430246 0.0010554083802640315 0.0010039426093654972 0.0011079122391440938
leaf_count=1896 187 207 234 384 326 285 391
internal_value=0 0.00792945 -0.00208885 0.0010868 -0.00675069 0.00639598 0.0179556
internal_weight=0 0.00210879 0.00865961 0.00680944 0.00274994 0.0040595 0.00211185
internal_count=3910 394 3516 1620 710 910 676
is_linear=0
shrinkage=0.1


Tree=5409
num_leaves=11
num_cat=0
split_feature=484 1375 484 133 42 43 0 13 3 2
split_gain=9.94812e-05 4.15263e-05 5.41797e-05 5.27873e-05 6.41263e-05 9.47361e-05 0.000120928 3.83563e-05 4.69336e-05 5.5815e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087420000000000012 0.098810000000000023 -1.0000000180025095e-35 -0.074254999999999988 -0.070894999999999986 -1.0000000180025095e-35 0.092005000000000017 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 9 -9 -7
right_child=1 2 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.00059454870394879951 -0.00032599050344579603 -0.0001737416735326475 -0.00033215349273746071 -0.00027985094397790756 0.00018466511676035012 -0.00019613400368808368 0.001096780207770491 0.00054206771013255836 -3.3521011769022856e-05 9.199068711263292e-06
leaf_weight=0.0010171297959783504 0.0010461496478779532 0.0015266961258759877 0.0010736969816875228 0.0010494380900680283 0.0012348514446149312 0.0010228199969127309 0.0010208147673324876 0.0011947172718558925 0.0010009840117739038 0.0010131087006527869
leaf_count=627 146 756 333 500 382 403 189 202 140 232
internal_value=0 4.59448e-05 8.43284e-05 0.000133667 0.000187817 0.000272905 0.000597448 9.9908e-05 0.000279666 -9.39572e-05
internal_weight=0 0.0111833 0.0101371 0.00906343 0.00801399 0.0064873 0.00225567 0.00423163 0.0021957 0.00203593
internal_count=3910 3283 3137 2804 2304 1548 571 977 342 635
is_linear=0
shrinkage=0.00196078


Tree=5410
num_leaves=10
num_cat=0
split_feature=484 15 42 124 42 13 2 4 0
split_gain=0.000176629 5.37182e-05 0.000130938 0.000130032 0.000113905 7.92373e-05 9.65073e-05 5.38512e-05 4.07941e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.018779999999999995 0.083970000000000017 -0.10241499999999999 0.083185000000000023 0.0057500000000000008 -0.072264999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8 -6
right_child=1 2 -4 4 8 6 7 -9 -10
leaf_value=-0.00080406963274589043 -0.00050337164183314584 -0.00046917469769961064 0.00039550756241375936 0.00079388961630115918 -0.00045355094967581617 0.00067322612639124217 -0.00024722905718117783 0.00027663043471340355 0.00010098260787720821
leaf_weight=0.0010086368880494407 0.0010978198868202005 0.0019837261635021418 0.0010192551592135865 0.0012628539668159107 0.0010315641042093165 0.0013507588246983847 0.0013577959202316018 0.0016978031393971359 0.0010088341664392431
leaf_count=612 280 733 620 159 464 151 431 252 208
internal_value=0 5.07786e-05 -0.000175689 0.000127995 0.000217899 0.000360881 0.000236781 4.38465e-05 -0.000179373
internal_weight=0 0.0118104 0.00300298 0.00880743 0.00770961 0.00566921 0.00440636 0.0030556 0.0020404
internal_count=3910 3298 1353 1945 1665 993 834 683 672
is_linear=0
shrinkage=0.00196078


Tree=5411
num_leaves=9
num_cat=0
split_feature=47 4 1 3 13 4 15 12
split_gain=1.49301e-05 4.70597e-05 3.86982e-05 5.79466e-05 5.93509e-05 3.48586e-05 7.78299e-05 2.20916e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.10666500000000002 -0.084184999999999996 -1.0000000180025095e-35 -0.021529999999999997 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.024678687332260099 -0.011002553439568033 0.014952210875126945 -0.019846093706575016 0.021060883535196598 0.029940482650848449 -0.013376636742368712 0.0069854273864157481 -0.013000124891646462
leaf_weight=0.0010877359182605659 0.0011310063807746336 0.0019654027964154169 0.0010895562420844395 0.0011347700832345375 0.0010004647473295315 0.0011692597020015994 0.0010393943690003378 0.0011821333496205768
leaf_count=785 179 512 203 79 367 434 201 1150
internal_value=0 0.00114032 -0.00238361 0.000493174 -0.00376667 0.00141335 0.00678063 -0.00364941
internal_weight=0 0.00966872 0.00770331 0.00661376 0.00547899 0.00439125 0.00322199 0.00222153
internal_count=3910 3731 3219 3016 2937 2152 1718 1351
is_linear=0
shrinkage=0.1


Tree=5412
num_leaves=8
num_cat=0
split_feature=1 52 0 12 3 12 49
split_gain=1.41455e-05 4.3302e-05 4.81817e-05 4.879e-05 3.72852e-05 3.50031e-05 2.60652e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089570000000000025 -0.032959999999999996 0.08401500000000002 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.014828988363523938 0.0092066344299888917 -0.020844382565150286 0.0027781096008724958 -0.024556248072927188 0.026337704170805894 0.015583191872187457 0.0029457666754922119
leaf_weight=0.0015283097333951804 0.0014133088235812408 0.0010323347105602133 0.0018768491546117495 0.0010091802309617499 0.0010461719998068365 0.0010673082556350334 0.0017927441816683429
leaf_count=259 345 576 726 524 211 898 371
internal_value=0 -0.00152706 0.000869649 -0.00473028 0.0112103 -0.000170955 -0.00523397
internal_weight=0 0.0093529 0.00832056 0.00539754 0.00292302 0.00438836 0.00332105
internal_count=3910 3565 2989 2052 937 1528 630
is_linear=0
shrinkage=0.1


Tree=5413
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 1375 3 2 12 15
split_gain=8.01679e-05 6.24825e-05 9.98147e-05 5.58742e-05 5.95095e-05 4.84283e-05 4.99182e-05 0.000120111 6.27009e-05 9.52337e-06
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083935000000000023 -1.0000000180025095e-35 0.096385000000000012 1.0000000180025095e-35 0.097345000000000015 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 8 -7 -8
right_child=1 2 -4 5 -6 6 9 -9 -10 -11
leaf_value=-0.00053405977101569219 -0.00042997731316944064 -0.0005618462134668635 0.00064350199877284415 -0.00028916644439288001 7.9406781909895655e-05 -0.00026398200074539811 4.9048308727353566e-05 0.00069895270058565055 0.00036966574297517073 -0.00022044979368237818
leaf_weight=0.0010351504862934945 0.0010104259499075377 0.0011647094357127702 0.001085567537425663 0.0010494865183775792 0.0010653188845692956 0.0013664254317880169 0.0010081616399744055 0.0016545528402929065 0.0010709720990422032 0.0010083418594043578
leaf_count=627 151 780 152 77 750 565 126 396 145 141
internal_value=0 3.56705e-05 8.05935e-05 1.55021e-05 -0.00025551 9.99349e-05 0.000166786 0.000291217 1.44375e-05 -8.57128e-05
internal_weight=0 0.011484 0.0104735 0.00938797 0.00223003 0.00715794 0.00610845 0.00409195 0.0024374 0.0020165
internal_count=3910 3283 3132 2980 1530 1450 1373 1106 710 267
is_linear=0
shrinkage=0.00196078


Tree=5414
num_leaves=10
num_cat=0
split_feature=484 4 0 1 1375 3 2 12 42
split_gain=9.06257e-05 4.7271e-05 9.74452e-05 9.18298e-05 4.71799e-05 5.13822e-05 0.000115977 5.20611e-05 4.65596e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.076710000000000014 -1.0000000180025095e-35 0.096385000000000012 1.0000000180025095e-35 0.097345000000000015 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 7 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00056745677537729225 -0.00036116960612022519 -0.00059324057059591013 0.00063542543780176263 -0.00026678007723118178 -0.00020629397523683427 -6.9541318883717274e-05 0.00072678477960811685 0.00037368860315206795 -2.4728812807634371e-05
leaf_weight=0.0010390551823631451 0.0010389172536474428 0.0012136412146701299 0.0010783355894501421 0.0010212999679732881 0.0013679551608377204 0.0019781692288733579 0.0015963917461748571 0.0010531261322483266 0.0010187617289502079
leaf_count=627 151 806 152 77 565 267 385 145 735
internal_value=0 3.75089e-05 7.76142e-05 1.25817e-05 0.000122781 0.000189139 0.000316511 4.59879e-05 -0.000333799
internal_weight=0 0.0113666 0.0103277 0.00924935 0.00701694 0.00599564 0.00401747 0.00242108 0.0022324
internal_count=3910 3283 3132 2980 1439 1362 1095 710 1541
is_linear=0
shrinkage=0.00196078


Tree=5415
num_leaves=8
num_cat=0
split_feature=1 0 4 49 13 3 3
split_gain=1.53239e-05 4.09643e-05 2.42108e-05 8.25382e-05 5.76478e-05 4.0972e-05 5.76592e-05
threshold=0.076710000000000014 0.047345000000000005 0.0057500000000000008 -0.045004999999999996 -0.0024749999999999993 0.11265500000000002 -0.044019999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -5
right_child=2 -3 3 5 -6 -7 -8
leaf_value=-0.015182669130746403 0.011838440648594481 0.0065410070606462161 0.030603171537591341 -0.009114305449094702 -0.016440914079491144 -0.015464430517218439 0.024830850819729591
leaf_weight=0.0019568661322910616 0.0012485723381556501 0.001560060252432157 0.0011217136223400977 0.0010004311828875317 0.0017054921481637749 0.001206710750546553 0.0010011491338496844
leaf_count=1913 718 95 137 227 447 157 216
internal_value=0 -0.00554634 0.00249165 0.00725358 -0.00448829 -0.000910125 0.00786436
internal_weight=0 0.00351693 0.00728407 0.00433 0.00295406 0.00320829 0.00200158
internal_count=3910 2008 1902 737 1165 600 443
is_linear=0
shrinkage=0.1


Tree=5416
num_leaves=8
num_cat=0
split_feature=3 49 15 42 3 16 15
split_gain=1.51406e-05 3.82488e-05 4.48408e-05 3.87286e-05 0.000101752 4.76446e-05 5.6096e-05
threshold=-0.12008499999999998 -0.006494999999999999 -0.073314999999999991 -0.088669999999999985 -0.075954999999999981 0.15100500000000003 -0.015439999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6
right_child=1 3 -4 4 5 -7 -8
leaf_value=0.0079885302897253086 0.0025723208326806023 0.019884863038768245 -0.023937501775732131 -0.027999197266481441 0.0027711927125304301 -0.011082118057432554 0.031661358120620278
leaf_weight=0.0019002748956890381 0.0011531288299425819 0.0010503844490333163 0.0014284629611814735 0.0011121636428352236 0.0019343958955479357 0.0011619015092604263 0.0010299461224600578
leaf_count=421 266 361 411 1387 539 194 331
internal_value=0 -0.00184736 -0.0120963 0.00235988 -0.00115416 0.0060815 0.0128089
internal_weight=0 0.00887038 0.00258159 0.00628879 0.00523841 0.00412624 0.00296434
internal_count=3910 3489 677 2812 2451 1064 870
is_linear=0
shrinkage=0.1


Tree=5417
num_leaves=8
num_cat=0
split_feature=1 157 42 15 15 12 47
split_gain=1.3904e-05 3.86877e-05 6.51542e-05 5.14125e-05 6.88905e-05 4.10866e-05 3.32602e-05
threshold=0.11235500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.021529999999999997 -0.092459999999999987 0.088325000000000015 0.084155000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -2
right_child=6 2 3 5 -6 -7 -8
leaf_value=-0.01996798512513585 0.017334247298852305 -0.022415186212026362 0.0022620644186476225 -0.015754833648572813 0.035449258863077496 0.0072311014384674804 -0.0042820789474967832
leaf_weight=0.0010676062686220764 0.0013426441273814583 0.0010491972103812358 0.001641453604517569 0.0015259815775908547 0.0010105713481951316 0.0015857024441468732 0.0015149674766245834
leaf_count=603 439 909 351 527 352 537 192
internal_value=0 -0.00226813 0.000505499 0.00467787 0.0149083 -0.00404129 0.00587432
internal_weight=0 0.00788051 0.00681291 0.00576371 0.00265202 0.00311168 0.00285761
internal_count=3910 3279 2676 1767 703 1064 631
is_linear=0
shrinkage=0.1


Tree=5418
num_leaves=8
num_cat=0
split_feature=403 13 2 4 2 13 15
split_gain=1.4823e-05 4.7571e-05 5.60656e-05 6.55718e-05 4.64671e-05 6.69948e-05 3.25436e-05
threshold=0.03138500000000001 0.076210000000000014 0.097940000000000013 -0.034289999999999994 0.12068000000000001 -0.089899999999999994 -0.077354999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -5
right_child=-2 -3 4 6 -6 -7 -8
leaf_value=-0.031620138714344007 0.011139681532124322 0.013301003027863207 0.030044082864598087 -0.012322349899136602 -0.01198565565847313 -0.0025971109623958476 0.010168864226653999
leaf_weight=0.0012753410458004794 0.0010591395068251094 0.0018077028525209848 0.0011227439060654124 0.0017948724255433673 0.0012166332851218037 0.0014292493045216621 0.0010027603239937855
leaf_count=1108 470 389 117 616 334 421 455
internal_value=0 -0.00132285 -0.00469405 -0.0128276 0.00409638 0.0117633 -0.00426079
internal_weight=0 0.0096493 0.0078416 0.00407297 0.00376863 0.00255199 0.00279763
internal_count=3910 3440 3051 2179 872 538 1071
is_linear=0
shrinkage=0.1


Tree=5419
num_leaves=9
num_cat=0
split_feature=12 156 42 43 13 2 2 15
split_gain=1.45206e-05 2.83573e-05 3.4443e-05 4.37301e-05 5.85804e-05 4.67118e-05 6.77426e-05 1.94844e-05
threshold=0.10852500000000001 0.084090000000000012 -1.0000000180025095e-35 -0.044024999999999988 -0.077944999999999987 0.089910000000000004 0.10869000000000002 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=-0.011066244909137036 -0.011496145810969497 -0.013805454831176773 0.00012170110448309095 -0.014093508786295124 0.033134717699092688 0.023586412147170395 0.0050817505312734544 -0.01459591307666709
leaf_weight=0.0014331408381079462 0.0010091698727600082 0.0011262215675402901 0.0010039906898264674 0.0014849620650241443 0.0011568396318437464 0.0014499664140417076 0.0010056631336868354 0.0010071329535507661
leaf_count=856 319 524 648 630 362 293 164 114
internal_value=0 0.00110964 0.0030762 0.00592742 0.0177958 0.000744117 0.00710705 -0.00476427
internal_weight=0 0.00966792 0.0085417 0.00710855 0.00216083 0.00494772 0.00346276 0.0020128
internal_count=3910 3591 3067 2211 1010 1201 571 278
is_linear=0
shrinkage=0.1


Tree=5420
num_leaves=10
num_cat=0
split_feature=484 4 0 12 15 15 42 150 0
split_gain=0.00010463 4.23905e-05 9.46475e-05 6.42707e-05 6.47146e-05 0.000123945 0.000116121 5.97866e-05 5.04268e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 1.0000000180025095e-35 -0.019749999999999993 0.060615000000000009 0.082965000000000025 -0.10783
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 8 -5
right_child=1 2 -4 4 6 -7 -8 -9 -10
leaf_value=-0.00060247977621045328 -0.00033673081915022132 -0.00044872237241190668 0.00063141960736216526 -0.00033353715493569428 -0.00052874103638364891 0.00080403553063089386 0.00032315069115773946 0.0003925477519573359 0.00016203908264246684
leaf_weight=0.001039750436516087 0.0010047604175406006 0.001000610273287573 0.0010902945361372001 0.0016307585459492235 0.001508695539817619 0.0010466676955947019 0.0010387205625880147 0.0014045052374856257 0.0015300716201914865
leaf_count=627 151 423 152 171 649 230 635 229 643
internal_value=0 4.76197e-05 8.52946e-05 2.02908e-05 7.7807e-05 0.000195457 -0.000181378 5.5932e-05 -9.36422e-05
internal_weight=0 0.0112551 0.0102503 0.00916003 0.00815942 0.005612 0.00254742 0.00456534 0.00316083
internal_count=3910 3283 3132 2980 2557 1273 1284 1043 814
is_linear=0
shrinkage=0.00196078


Tree=5421
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.69627e-05 5.39954e-05 4.76714e-05 2.82987e-05 5.86797e-05 7.73972e-05 8.69521e-05 9.02873e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.01155058795365527 -0.019323339145572049 -0.017983957679425649 -0.011157948812305139 -0.010396608646472048 0.036455940096210025 0.033804151998840043 -0.019526921561827899 -0.0026597376842484202
leaf_weight=0.0011226297364965434 0.0014352863390498386 0.0010667800940980538 0.0013315417955487817 0.0010559638934102772 0.0010913525084058446 0.0012610940170228657 0.001026117620818607 0.0012847912110104183
leaf_count=517 856 847 314 147 490 282 207 250
internal_value=0 -0.00144383 0.00171746 0.00469824 0.00735711 0.0126438 0.00480038 0.0153059
internal_weight=0 0.00955293 0.00811764 0.00705086 0.0059949 0.00466336 0.00340226 0.00237614
internal_count=3910 3393 2537 1690 1543 1229 947 740
is_linear=0
shrinkage=0.1


Tree=5422
num_leaves=11
num_cat=0
split_feature=484 1375 484 133 42 43 0 13 2 2
split_gain=0.000115851 4.75128e-05 5.52459e-05 8.01844e-05 5.90849e-05 6.90282e-05 0.000117574 7.0031e-05 5.73315e-05 3.74663e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08764000000000001 0.098810000000000023 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 0.090420000000000014 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 9 -9 -7
right_child=1 2 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.00063258789688908654 -0.00035447111837626439 -0.00024080461013164427 -0.00034704636355786513 -0.00037485956521890549 0.00014062075326961071 -0.00038772512224321799 0.0010172591721751688 0.00064362651782072576 5.452833486914623e-05 0.00013159016709167633
leaf_weight=0.0010508117569587956 0.0010214741540974419 0.0010064202340672361 0.0010047019119454438 0.0010401773588882271 0.0012926146636743859 0.0010875428497393435 0.0010793885752619779 0.0012697407899574594 0.0012708675638051659 0.0010496094510699431
leaf_count=627 146 313 324 500 425 601 203 168 314 289
internal_value=0 4.85269e-05 8.92802e-05 0.000137473 0.000203623 0.000267069 0.000539538 0.000128905 0.000348947 -0.000132676
internal_weight=0 0.0111225 0.0101011 0.00909636 0.00805618 0.00704976 0.002372 0.00467776 0.00254061 0.00213715
internal_count=3910 3283 3137 2813 2313 2000 628 1372 482 890
is_linear=0
shrinkage=0.00196078


Tree=5423
num_leaves=9
num_cat=0
split_feature=133 42 160 160 2 13 15 2
split_gain=1.71723e-05 3.17855e-05 3.25558e-05 3.13174e-05 6.43149e-05 7.38884e-05 3.249e-05 2.46572e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.10393500000000001 -0.083514999999999992 -1.0000000180025095e-35 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -6 -3
right_child=1 2 3 -5 6 -7 -8 -9
leaf_value=0.011867203137456374 -0.015455503262765367 0.00096167808342458516 0.038867371624214955 -0.01145408188730448 0.0067729537639350593 0.005842485089436987 -0.017793345853893919 -0.021199338014078212
leaf_weight=0.0010819049223750364 0.0013815226588227642 0.0010039392753752499 0.0010296508788333026 0.0010227857016979879 0.0010779506842077983 0.0019807291835931442 0.0010754771313353584 0.001004339873775337
leaf_count=604 752 635 285 276 279 574 188 317
internal_value=0 -0.00142395 0.000941544 0.00453266 0.00769912 0.0171381 -0.00549609 -0.010121
internal_weight=0 0.0095764 0.00819487 0.00618659 0.00516381 0.00301038 0.00215343 0.00200828
internal_count=3910 3306 2554 1602 1326 859 467 952
is_linear=0
shrinkage=0.1


Tree=5424
num_leaves=10
num_cat=0
split_feature=484 3 15 15 3 1 3 15 16
split_gain=8.98062e-05 4.27516e-05 7.07491e-05 3.6954e-05 0.000165818 5.0784e-05 0.000160705 0.00010187 1.89623e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -1.0000000180025095e-35 0.085120000000000015 -0.075954999999999981 0.095575000000000007 0.090325000000000003 -0.008624999999999999 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 -6 -8
right_child=1 3 -4 -5 5 6 8 -9 -10
leaf_value=-0.00055550601791531874 0.0006625709384494383 -0.00076656051460174675 -1.5810460205226543e-05 0.00026031092704712871 -0.00059979061660504567 0.00081298735536360707 7.2596744985472571e-05 0.00016301439493029879 -0.00028414015042395476
leaf_weight=0.0010551968301653137 0.001031675904319147 0.0011355226144847044 0.0013839421727079898 0.0014987598682291194 0.0011381923729642273 0.0011312617059340115 0.0012655040447891648 0.0016472201876634837 0.001046681712237096
leaf_count=627 180 838 270 941 323 328 201 118 84
internal_value=0 4.26808e-05 0.000273917 -2.03417e-05 -7.74586e-05 4.81649e-05 0.000207399 -0.000148688 -8.88911e-05
internal_weight=0 0.0112788 0.00241562 0.00886314 0.00736438 0.00622886 0.00344345 0.00278541 0.00231219
internal_count=3910 3283 450 2833 1892 1054 613 441 285
is_linear=0
shrinkage=0.00196078


Tree=5425
num_leaves=9
num_cat=0
split_feature=1 4 151 4 16 16 0 52
split_gain=1.85197e-05 4.40223e-05 2.39066e-05 4.23989e-05 4.48666e-05 4.09092e-05 3.8516e-05 1.82194e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.086034999999999986 0.24280000000000004 -0.094359999999999986 -0.055679999999999993 -0.066689999999999985 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 -6 -7 -1
right_child=2 -3 3 -5 5 6 -8 -9
leaf_value=0.01286484627005623 0.017026461487926938 -0.019534429416906085 -0.022952870399013878 0.013745084319712728 0.015514912317370306 -0.021140828002559838 0.0052902502944286028 -0.0061506309272289384
leaf_weight=0.0010136473985376425 0.0010159134297393606 0.0014286064829369498 0.0010327030657647555 0.0017344484727278512 0.0012207094881474829 0.0010523171362264311 0.0011580587893500127 0.0010019009465663149
leaf_count=277 195 1554 184 423 377 403 320 177
internal_value=0 -0.00610568 0.00280737 0.000476814 -0.0046787 0.000821538 -0.00729307 0.00341252
internal_weight=0 0.00344415 0.00721415 0.00619824 0.00446379 0.00343109 0.00221038 0.00201555
internal_count=3910 2008 1902 1707 1284 1100 723 454
is_linear=0
shrinkage=0.1


Tree=5426
num_leaves=9
num_cat=0
split_feature=11 3 12 3 13 2 16 4
split_gain=1.78059e-05 2.91728e-05 3.45319e-05 7.47035e-05 6.29794e-05 4.12491e-05 6.13193e-05 3.56712e-05
threshold=0.077330000000000024 -0.10628499999999998 0.086935000000000012 -0.015064999999999997 -0.094679999999999986 0.083795000000000022 -0.063614999999999991 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 -7
right_child=-2 2 4 5 -6 6 -8 -9
leaf_value=0.015095719895571114 -0.012565303380034022 0.027463914643096901 0.0081184019252136357 0.013698954079461491 -0.023780499447902472 0.015444427430639215 -0.024880031766319206 -0.010251500427857569
leaf_weight=0.0013174405141148536 0.0010294363571634749 0.0010518987533632848 0.0010548041118461436 0.0012296673142080444 0.0014978384577071238 0.0010866135629240606 0.0012904015000036258 0.0010744267681905681
leaf_count=247 279 839 119 196 1613 124 292 201
internal_value=0 0.00127339 -0.000924394 0.00338336 -0.0105992 -0.00202782 -0.0076309 0.00266892
internal_weight=0 0.00960309 0.00828565 0.00573301 0.00255264 0.00468111 0.00345144 0.00216104
internal_count=3910 3631 3384 1652 1732 813 617 325
is_linear=0
shrinkage=0.1


Tree=5427
num_leaves=10
num_cat=0
split_feature=484 124 3 4 48 43 3 16 4
split_gain=8.67646e-05 4.21188e-05 0.000115889 6.04161e-05 6.32058e-05 9.9743e-05 7.94632e-05 7.5764e-05 7.16232e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 0.13772500000000001 -0.23071499999999998 0.087035000000000015 -0.0037249999999999996 -0.077689999999999995 -0.057604999999999996 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 -7 -8 -5
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00055228026412098576 -0.00030976869239930134 -0.0004141043174053617 0.00062338201183140967 -0.00038669884813566965 -0.00025625914188851244 0.00084790515450731377 -0.00020860064453856063 0.00052680093728669824 0.00028316302251409753
leaf_weight=0.0010201164373057009 0.0011532573869155347 0.0011562404561908639 0.0013367257103894794 0.0015468341202995795 0.0017743365513033611 0.0010259485041377351 0.0010052111752510183 0.0011603347220836362 0.001017264422133616
leaf_count=627 306 209 191 1265 323 445 209 151 184
internal_value=0 4.50898e-05 8.59207e-05 3.21008e-06 6.72898e-05 0.000167034 0.000398398 0.000185439 -0.000120942
internal_weight=0 0.0111762 0.0100229 0.00868617 0.00752993 0.00575559 0.00319149 0.00216555 0.0025641
internal_count=3910 3283 2977 2786 2577 2254 805 360 1449
is_linear=0
shrinkage=0.00196078


Tree=5428
num_leaves=11
num_cat=0
split_feature=484 1375 484 133 42 43 0 13 3 2
split_gain=9.40979e-05 6.19618e-05 4.75335e-05 8.65859e-05 9.84732e-05 9.17334e-05 0.000153363 0.000103122 6.93411e-05 3.6701e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087420000000000012 0.099765000000000006 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 0.092005000000000017 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 9 -9 -7
right_child=1 2 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.00056614632535031224 -0.00040541161577610854 -0.00037851667964217746 -0.00029975292441656193 -0.00040807822325374788 0.00012497609237013273 -0.00044127945467530006 0.00109183584364028 0.00063753774989788042 -1.0915337023532373e-05 6.095543500699067e-05
leaf_weight=0.0010764283992909527 0.0010893688218744117 0.0010093117089456745 0.0011012387241557406 0.0010226736002475695 0.0013490719396990793 0.001129739406565535 0.0011845822598961801 0.0015918813010747635 0.0010536455516513537 0.0011080791200920588
leaf_count=627 146 312 333 494 426 599 202 338 142 291
internal_value=0 3.97997e-05 8.57703e-05 0.000130701 0.000196091 0.000274284 0.000577021 0.000117214 0.000379276 -0.000192593
internal_weight=0 0.0116396 0.0105502 0.00944898 0.00842631 0.007417 0.00253365 0.00488335 0.00264553 0.00223782
internal_count=3910 3283 3137 2804 2310 1998 628 1370 480 890
is_linear=0
shrinkage=0.00196078


Tree=5429
num_leaves=9
num_cat=0
split_feature=1 0 157 16 16 0 12 16
split_gain=1.88354e-05 3.59542e-05 2.58953e-05 5.67102e-05 5.91635e-05 5.3932e-05 3.90242e-05 1.58786e-05
threshold=0.076710000000000014 -0.070894999999999986 -0.060939999999999994 -0.055679999999999993 0.24895000000000003 -0.15713499999999997 0.083175000000000013 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7 -3
right_child=2 7 3 4 -6 6 -8 -9
leaf_value=-0.018825657437069716 0.017747348466814156 -0.0065849030680974448 -0.0050620026499523692 -0.029898791645787327 0.0036624497093469734 0.032366262598088391 0.0056762329267840061 0.010867014707036798
leaf_weight=0.0013574803513506702 0.0010020660545050639 0.0010494137083441738 0.0019081815404987379 0.0010395882953920287 0.0010616996378579584 0.0010103339690806866 0.0011966651241663315 0.0010360598443586854
leaf_count=1642 294 224 223 412 227 329 417 142
internal_value=0 -0.0061595 0.00282939 0.000424687 -0.0129416 0.00724976 0.0178946 0.00208518
internal_weight=0 0.00344295 0.00721853 0.00621647 0.00210129 0.00411518 0.002207 0.00208547
internal_count=3910 2008 1902 1608 639 969 746 366
is_linear=0
shrinkage=0.1


Tree=5430
num_leaves=9
num_cat=0
split_feature=2 52 52 4 1 3 3 0
split_gain=1.69861e-05 8.14878e-05 8.01059e-05 4.74802e-05 4.31814e-05 5.57366e-05 3.97659e-05 3.65591e-05
threshold=0.10946500000000002 0.086950000000000013 0.06136500000000001 0.15927500000000003 0.089175000000000018 -0.078884999999999997 0.11476000000000001 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 -2 -6
right_child=2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.0073494462669603999 0.0094769422130320299 -0.0225793025868289 0.029256148037191732 0.021887138973055893 -0.025760276330313803 0.021166128723563937 -0.017752933941217474 0.00096705344013975922
leaf_weight=0.0013846968745011565 0.0010196124580877247 0.0016117664600337886 0.0010132934149485362 0.0010671377167163531 0.001025956798694185 0.0013573760793176937 0.0011314581298227163 0.0010211769917706532
leaf_count=1059 388 911 213 224 276 308 166 365
internal_value=0 -0.00266784 0.00607426 0.00281214 -0.00143818 0.00676628 -0.00484591 -0.0124278
internal_weight=0 0.00746811 0.00316436 0.00585634 0.00478921 0.00274207 0.00215107 0.00204713
internal_count=3910 3143 767 2232 2008 1367 554 641
is_linear=0
shrinkage=0.1


Tree=5431
num_leaves=11
num_cat=0
split_feature=484 474 124 3 3 4 15 0 52 2
split_gain=0.000143224 6.50073e-05 5.62953e-05 0.000103581 6.92252e-05 0.000124808 8.80791e-05 4.91266e-05 4.65796e-05 3.00119e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.018779999999999995 0.13772500000000001 -0.08348499999999999 -0.034289999999999994 -0.07142999999999998 -0.089879999999999974 -1.0000000180025095e-35 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 8 -4 -7 -9
right_child=1 -3 3 -5 5 6 -8 9 -10 -11
leaf_value=-0.00071985876466872838 -0.00040448292685014666 0.00051350699434103686 -0.00013403529808358832 0.00057839013331237104 -0.00078154219737795033 -0.00056165396159711569 0.00032025506142781387 0.00061812450979849927 -1.4224245248742688e-06 0.00014948553218235773
leaf_weight=0.0010168705332374147 0.0011691449225838023 0.0010470439894838994 0.0011303207548249762 0.0012463418017281428 0.0010273637964033763 0.0010860600376252846 0.0017167019891790539 0.0010031882745918375 0.0012021721759689465 0.0011030827747381291
leaf_count=612 273 318 244 168 745 150 235 437 304 424
internal_value=0 4.72474e-05 1.55501e-06 5.14453e-05 -2.79794e-05 -0.000171859 -1.54603e-05 0.000195727 -0.000267324 0.000372692
internal_weight=0 0.0117314 0.0106844 0.00951523 0.00826889 0.0050323 0.00400493 0.00323659 0.00228823 0.00210627
internal_count=3910 3298 2980 2707 2539 1434 689 1105 454 861
is_linear=0
shrinkage=0.00196078


Tree=5432
num_leaves=9
num_cat=0
split_feature=484 1375 150 12 1 12 16 4
split_gain=0.000113591 4.37622e-05 4.29097e-05 3.73495e-05 8.87485e-05 5.10655e-05 9.62831e-05 5.67589e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082085000000000019 -0.036459999999999992 0.12864500000000004 0.095295000000000019 -0.008069999999999999 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00063305174795117033 -0.00033652041101332481 -0.00030283582266977046 0.00042211295205524246 -0.00038203868067621414 0.00062670930126680396 -0.00025991299967826335 0.00046815234367992854 0.00016755145487606509
leaf_weight=0.0010270186723161613 0.0010295471031661887 0.0010786852228179874 0.0012880401519589349 0.001444052570947691 0.0010159222424060256 0.001975568438090481 0.0018253905421133122 0.0014458030610163069
leaf_count=627 146 349 368 1028 111 624 465 192
internal_value=0 4.85369e-05 8.78913e-05 3.88907e-05 8.67209e-05 4.72998e-06 0.000115609 -0.000107077
internal_weight=0 0.011103 0.0100735 0.00878542 0.00770674 0.00669081 0.00471525 0.00288986
internal_count=3910 3283 3137 2769 2420 2309 1685 1220
is_linear=0
shrinkage=0.00196078


Tree=5433
num_leaves=8
num_cat=0
split_feature=47 43 16 16 12 0 0
split_gain=1.78878e-05 4.54358e-05 5.46483e-05 6.27283e-05 4.20541e-05 4.94433e-05 2.81473e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15100500000000003 0.0015250000000000001 0.086935000000000012 -0.10209999999999998 -0.23029999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.018744106730887122 -0.012100624302087375 0.0077916769322346445 -0.017193827687754858 0.024981913023181739 -0.016151959372823276 0.02155366387136684 -0.012070261078284468
leaf_weight=0.0012935020023016565 0.0011088402396608682 0.0012900422026151104 0.00173354000723618 0.0010649632029777712 0.0014487936236184818 0.0011208162897825389 0.0015964835447723372
leaf_count=261 179 120 504 380 1281 851 334
internal_value=0 0.00131781 -0.00141289 0.00278224 -0.00155083 0.00372799 -0.00319359
internal_weight=0 0.00954814 0.00825464 0.0065211 0.00545614 0.00400734 0.00288653
internal_count=3910 3731 3470 2966 2586 1305 454
is_linear=0
shrinkage=0.1


Tree=5434
num_leaves=8
num_cat=0
split_feature=1 4 2 457 3 13 13
split_gain=1.60226e-05 3.43322e-05 2.33627e-05 4.09599e-05 0.000186675 5.04244e-05 1.59666e-06
threshold=0.076710000000000014 -0.083329999999999987 0.11462500000000002 0.041935000000000007 0.090325000000000003 -0.014114999999999997 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-7.9468143639103005e-05 -0.0074402978949725043 -0.017571230892749909 0.012930852541312954 0.016553949590884392 -0.039743937057763662 0.017775341515513299 0.0055675526706975738
leaf_weight=0.0010026153832644374 0.0013580661270904356 0.001423699385171819 0.0016808136188836437 0.0011185211138085311 0.0011384005209217323 0.0019061693333000955 0.0010001648338744402
leaf_count=245 653 1554 413 185 175 476 209
internal_value=0 -0.00569896 0.0026082 -0.000534341 -0.00487574 0.00728452 0.00274059
internal_weight=0 0.00342648 0.00720197 0.00552116 0.00440264 0.00326424 0.00200278
internal_count=3910 2008 1902 1489 1304 1129 454
is_linear=0
shrinkage=0.1


Tree=5435
num_leaves=9
num_cat=0
split_feature=11 16 2 4 0 2 2 0
split_gain=1.55095e-05 2.4898e-05 5.13826e-05 9.15329e-05 4.55053e-05 3.37675e-05 5.04259e-05 9.16266e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.13506999999999997 0.089910000000000004 0.084065000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -5
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=-0.012151464679546146 -0.011689702977553259 -0.028689396757985094 -0.00014557826931019008 0.029330407146418488 0.02809650706321893 0.018442049688966511 -0.019597089466761058 -0.00822503036433349
leaf_weight=0.0012196883142663326 0.0010356777913472061 0.0010413627475143886 0.0010112431457064241 0.0010615686427747923 0.0013090454826635398 0.0012104917854458041 0.0010316005077483691 0.0016741983621329738
leaf_count=394 279 141 105 74 476 642 907 892
internal_value=0 0.00119349 0.00314525 -0.00172823 0.0157879 0.00391202 -0.000756618 0.00634773
internal_weight=0 0.0095592 0.00833951 0.00601922 0.00232029 0.00497786 0.00376737 0.00273577
internal_count=3910 3631 3237 2656 581 2515 1873 966
is_linear=0
shrinkage=0.1


Tree=5436
num_leaves=8
num_cat=0
split_feature=133 160 13 12 4 47 1
split_gain=1.46291e-05 5.01631e-05 2.47186e-05 5.68873e-05 3.41673e-05 5.331e-05 5.13032e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -0.083514999999999992 0.091475000000000015 0.0057500000000000008 0.09252500000000001 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -4
right_child=1 2 4 -5 5 -7 -8
leaf_value=0.0096279106224078093 -0.015666180328525958 0.026386560704068043 0.0032571019098103977 -0.0058507325939736211 0.01725371475840063 -0.011735585279797485 -0.026406558758553113
leaf_weight=0.0013585590296620919 0.0019630958070482448 0.0011626600744978491 0.0012745279921655402 0.0010343932943187983 0.0016630248546750652 0.0010255503624072412 0.001074625535736122
leaf_count=797 1041 411 627 84 311 105 534
internal_value=0 -0.00148899 0.00235787 0.0112089 -0.00150226 0.00619582 -0.0103126
internal_weight=0 0.00919788 0.00723478 0.00219705 0.00503773 0.00268858 0.00234915
internal_count=3910 3113 2072 495 1577 416 1161
is_linear=0
shrinkage=0.1


Tree=5437
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 3
split_gain=1.74714e-05 3.31533e-05 4.48082e-05 2.90628e-05 5.23877e-05 6.31033e-05 8.86034e-05 6.63932e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.075404999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.011804419824331502 -0.015668826230592965 -0.018155273299210486 -0.010914711656528447 -0.011335653432573756 0.033253765121010255 0.030979674237450357 -0.020124528143622946 -0.00052956205752115117
leaf_weight=0.0011115553656708488 0.0013969756281943012 0.0010575057597970311 0.0013165748016988332 0.0010568727304784914 0.0010938328047934754 0.0012405781916570557 0.0010129109296107691 0.0012425379710745835
leaf_count=517 856 847 314 147 518 282 207 222
internal_value=0 -0.00145196 0.00102418 0.00393693 0.00666974 0.0117137 0.00457761 0.015287
internal_weight=0 0.00941779 0.00802081 0.00696331 0.00590643 0.00458986 0.00334928 0.00233637
internal_count=3910 3393 2537 1690 1543 1229 947 740
is_linear=0
shrinkage=0.1


Tree=5438
num_leaves=9
num_cat=0
split_feature=147 376 52 150 2 3 16 2
split_gain=6.55235e-05 6.95776e-05 9.34889e-05 7.6353e-05 0.000107716 0.000250937 0.000130707 2.84221e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 0.088380000000000014 0.10796500000000002 0.084925000000000014 -0.089864999999999987 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00057458476318471004 0.00044260727577938097 0.00039033830875167896 -0.00054311300411116943 -0.00050134664029540768 -0.0003858538458733093 0.00084808998418079589 -1.8315289510909732e-05 0.00036056317302509766
leaf_weight=0.0013577642644886645 0.0011356478488092374 0.0012291757672632511 0.0015744881301952901 0.0011261534175051558 0.0017282543630765717 0.001552755120474791 0.0016520710449568793 0.0014117054834045766
leaf_count=471 234 194 711 230 448 144 571 907
internal_value=0 -5.08324e-05 -0.000102958 -2.44623e-05 4.52607e-05 0.000169974 -6.81662e-05 0.000156262
internal_weight=0 0.0116324 0.0104032 0.0088287 0.00770255 0.0059743 0.00442154 0.00306378
internal_count=3910 3676 3482 2771 2541 2093 1949 1478
is_linear=0
shrinkage=0.00196078


Tree=5439
num_leaves=8
num_cat=0
split_feature=160 49 4 3 15 52 12
split_gain=1.7647e-05 2.20641e-05 4.11915e-05 4.05468e-05 6.82737e-05 6.68995e-05 4.92866e-05
threshold=-0.087874999999999995 -0.047894999999999993 0.0021050000000000005 -0.089974999999999986 -0.017214999999999998 -0.072349999999999984 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6
right_child=1 3 -4 4 6 -7 -8
leaf_value=0.012230131073140214 -0.0075050971570149484 -0.01737581013500639 0.019904784386679891 -0.031309830032688488 0.024319389747056136 0.0006828853731841517 -0.0029611802029545398
leaf_weight=0.0010532943426922658 0.0010123388694799982 0.0017422209028474028 0.0011960142423860509 0.0010096432624886256 0.0014257072437914775 0.0018535388597035072 0.0012367080384436116
leaf_count=663 251 658 169 371 408 649 741
internal_value=0 -0.00141403 0.00733972 -0.00407389 0.000120206 -0.0105987 0.0116474
internal_weight=0 0.00947617 0.00220835 0.00726782 0.0055256 0.00286318 0.00266242
internal_count=3910 3247 420 2827 2169 1020 1149
is_linear=0
shrinkage=0.1


Tree=5440
num_leaves=8
num_cat=0
split_feature=1 3 2 12 15 52 15
split_gain=1.89225e-05 4.0445e-05 8.92461e-05 4.06366e-05 4.68258e-05 3.83119e-05 2.92893e-05
threshold=0.10386500000000001 -0.115685 0.10393500000000001 0.086765000000000023 -0.089594999999999994 -0.015039999999999998 -0.10981499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -7
right_child=5 2 -4 -5 -6 6 -8
leaf_value=0.012123982150500343 0.01726731798821601 0.0055299564223649008 -0.034029578084668714 0.012415311192495412 -0.021397101446800189 -0.013843538663074273 0.0078443583553438941
leaf_weight=0.0013228213188819478 0.0016120385595405117 0.0012470514985494401 0.0010149885712656204 0.0014681461564752685 0.0013395109311245973 0.0011916430832871771 0.0013042049365132899
leaf_count=279 392 279 380 1338 739 273 230
internal_value=0 -0.00344775 -0.00751083 -0.000872571 -0.00841484 0.0052508 -0.00251053
internal_weight=0 0.00639252 0.0050697 0.00405471 0.00258656 0.00410789 0.00249585
internal_count=3910 3015 2736 2356 1018 895 503
is_linear=0
shrinkage=0.1


Tree=5441
num_leaves=10
num_cat=0
split_feature=484 4 16 2 2 0 4 49 47
split_gain=9.40544e-05 4.63414e-05 7.59378e-05 7.7982e-05 0.000140433 5.39564e-05 8.31524e-05 7.88974e-05 1.99891e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.014099999999999998 0.085730000000000015 0.10869000000000002 -0.084304999999999977 0.0057500000000000008 -0.045004999999999996 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -8 -9
right_child=1 2 3 4 -6 -7 7 8 -10
leaf_value=-0.00058296349429381555 -0.00035649155576814913 -0.00064390315177924491 -4.9319224205106473e-05 0.00092261300331523759 -1.1960234813652743e-05 0.00022542900661926631 0.00041544083040108871 -0.0004316347366128184 -5.3602198214451403e-05
leaf_weight=0.0010248661589318574 0.0010422923601150326 0.0011050237646177815 0.0016420146784447342 0.0013697837769827124 0.0011265603929903711 0.0017845458283134268 0.0010670584317842438 0.0010422938554909295 0.0011109699888728853
leaf_count=627 151 592 339 421 289 973 124 283 111
internal_value=0 3.74096e-05 7.7471e-05 0.000282557 0.000500855 -6.14382e-05 -0.000179794 -2.05386e-05 -0.00023659
internal_weight=0 0.0112905 0.0102483 0.00413836 0.00249634 0.00610989 0.00432535 0.00322032 0.00215326
internal_count=3910 3283 3132 1049 710 2083 1110 518 394
is_linear=0
shrinkage=0.00196078


Tree=5442
num_leaves=8
num_cat=0
split_feature=484 2 16 4 0 1 1
split_gain=1.62221e-05 3.41846e-05 9.23977e-05 8.66082e-05 6.69837e-05 8.18558e-05 6.1145e-05
threshold=0.085515000000000022 0.10946500000000002 -0.17157499999999998 -0.08422499999999998 -0.084304999999999977 0.090475000000000014 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.025442570380762558 0.010683082257941574 -0.013546560802804714 0.023697593345641029 -0.021440740038312544 0.035167934547971125 -0.0046151675700024479 0.0082093445781229787
leaf_weight=0.0016233127652468711 0.0012407994971158865 0.001156207821218674 0.0015714340654759953 0.0016269376892467766 0.0010144587825438327 0.0010551092519567116 0.0012148857844857409
leaf_count=632 437 214 462 915 600 442 208
internal_value=0 -0.00149283 0.00791034 -0.00541779 0.0012008 0.0148857 -0.00876526
internal_weight=0 0.00926235 0.00272764 0.0065347 0.00491139 0.00206957 0.00284182
internal_count=3910 3473 676 2797 2165 1042 1123
is_linear=0
shrinkage=0.1


Tree=5443
num_leaves=9
num_cat=0
split_feature=376 51 50 4 2 3 52 43
split_gain=1.54385e-05 3.92745e-05 2.857e-05 2.69096e-05 7.23848e-05 7.5777e-05 8.69063e-05 6.00963e-05
threshold=0.048375000000000008 -0.09021499999999999 0.078570000000000015 0.28937500000000005 0.11230000000000001 0.090325000000000003 -0.0025949999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.015433765563123734 0.011433229196273863 -0.027320620572714005 -0.018692205277576653 0.012279389988278662 -0.028605860680005153 0.022786515254346478 -0.010984217039656245 0.020570211743839696
leaf_weight=0.0012163536209541239 0.0010532448384547024 0.0012803777299906444 0.0011161746968520363 0.0011839481092898833 0.0010103251302842915 0.0011865764642415844 0.0011983787745623762 0.0012160269310338213
leaf_count=476 206 646 675 332 230 93 863 389
internal_value=0 -0.00133352 -0.0038232 -0.00147763 -0.00424213 0.000800578 -0.00626019 0.00490832
internal_weight=0 0.00940816 0.00819181 0.00707563 0.00589169 0.00488136 0.00369478 0.00241441
internal_count=3910 3704 3228 2553 2221 1991 1898 1252
is_linear=0
shrinkage=0.1


Tree=5444
num_leaves=8
num_cat=0
split_feature=150 151 52 2 13 16 16
split_gain=1.50985e-05 3.85568e-05 3.41345e-05 4.04005e-05 7.27802e-05 4.1227e-05 5.13377e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.11401500000000002 0.093815000000000009 -0.0016149999999999999 -0.089864999999999987 0.057390000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.019745171882535537 0.0077976740921266779 -0.019719815923991798 -0.01549186840033377 0.028178328696838614 -0.0047834046635058421 0.015779884642215282 -0.013325007410360768
leaf_weight=0.0010579544928406874 0.0019869275976058991 0.0010834357020673086 0.0011103784547701759 0.0014345283160756136 0.0012567167106489691 0.0014535159748064982 0.0010394401318142108
leaf_count=360 513 450 561 476 345 973 232
internal_value=0 -0.00189184 0.000668202 0.00353113 0.0127864 -0.00343346 0.00364458
internal_weight=0 0.00843597 0.00737802 0.00626764 0.00269125 0.00357639 0.00249296
internal_count=3910 3397 3037 2476 821 1655 1205
is_linear=0
shrinkage=0.1


Tree=5445
num_leaves=9
num_cat=0
split_feature=1 0 52 13 4 1 43 16
split_gain=1.6523e-05 4.21458e-05 2.22429e-05 6.4175e-05 6.47267e-05 9.42053e-05 3.4869e-05 1.27181e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 -0.0024749999999999993 0.0057500000000000008 0.11052000000000002 -0.049504999999999987 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -2 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.019776099401947401 0.027105645967613914 -0.0046408023664647738 0.013122653638869462 -0.02681866979695955 0.023680648169511945 -0.017721439608926724 0.00080132447315707208 0.011215062089550717
leaf_weight=0.0013147135685474881 0.0010004076822129259 0.001020345601093996 0.0015876637526503565 0.0012461915207889235 0.0010346563631548993 0.0011722411923484157 0.0010154928345545303 0.0010032984747870189
leaf_count=1642 381 224 445 392 103 126 455 142
internal_value=0 -0.00583613 0.00270257 -0.000322405 -0.00859916 0.00168904 0.0138551 0.00322035
internal_weight=0 0.00333836 0.00705665 0.00546899 0.00345309 0.0022069 0.0020159 0.00202364
internal_count=3910 2008 1902 1457 621 229 836 366
is_linear=0
shrinkage=0.1


Tree=5446
num_leaves=8
num_cat=0
split_feature=52 150 4 12 2 0 4
split_gain=1.52185e-05 4.18203e-05 8.88009e-05 3.50284e-05 4.18483e-05 4.36666e-05 2.39163e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 0.10214500000000001 0.085155000000000022 -0.13506999999999997 -0.15534499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7
right_child=3 -3 -4 -5 5 6 -8
leaf_value=-0.0065952027851681645 -0.012807903520924872 -0.012139510437829324 0.03031060515761538 -0.019562497083717399 -0.0054154818596268781 0.0055748551685258548 0.026739446824871334
leaf_weight=0.0013023989132430252 0.0017124511812888332 0.0010039557001777664 0.0013054873310121449 0.001056472630370911 0.0018390671537298928 0.0011280672286823473 0.001013707438953126
leaf_count=720 973 157 313 354 286 100 1007
internal_value=0 0.00520316 0.0118796 -0.00283933 0.000263897 0.00588703 0.0155921
internal_weight=0 0.00361184 0.00260789 0.00674977 0.00569329 0.00398084 0.00214177
internal_count=3910 1190 1033 2720 2366 1393 1107
is_linear=0
shrinkage=0.1


Tree=5447
num_leaves=9
num_cat=0
split_feature=15 151 3 49 15 3 4 13
split_gain=3.5417e-05 4.44946e-05 4.42165e-05 6.87406e-05 6.13245e-05 8.71181e-05 6.23633e-05 2.87483e-05
threshold=-0.24219999999999997 -0.088294999999999985 -0.08348499999999999 -0.07107999999999999 -0.017214999999999998 0.10666500000000002 0.0082450000000000006 0.098990000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 6 -6 -5 -3
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=0.00033759334089605256 0.00034587668966603783 0.00025847547296603942 -0.00060792305637055711 9.153231309197905e-05 -0.0001859860953553141 0.00051198645981650874 -0.00052562499944855292 -0.00014631179403163714
leaf_weight=0.0010533658476481458 0.0010396730833618197 0.0019356377934885308 0.0011428312108266491 0.0010150089246069979 0.0015450229677276476 0.0012387849407291991 0.0016574302719092229 0.0010353792877013889
leaf_count=317 284 1041 223 467 858 83 436 201
internal_value=0 -3.93713e-05 -8.12238e-05 -0.000170652 -7.90639e-05 0.000124609 -0.000291225 0.00011741
internal_weight=0 0.0106098 0.0095701 0.00659908 0.00545625 0.00278381 0.00267244 0.00297102
internal_count=3910 3593 3309 2067 1844 941 903 1242
is_linear=0
shrinkage=0.00196078


Tree=5448
num_leaves=11
num_cat=0
split_feature=484 159 150 49 2 2 12 13 4 13
split_gain=8.99432e-05 3.97249e-05 5.92636e-05 4.35841e-05 6.20954e-05 7.46633e-05 4.90268e-05 6.05621e-05 3.89008e-05 3.2123e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.090695000000000012 0.10251500000000001 0.10362500000000001 0.086650000000000019 0.095920000000000019 -1.0000000180025095e-35 -0.048489999999999991 -0.089189999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -7 -6
right_child=1 -3 -4 -5 9 8 -8 -9 -10 -11
leaf_value=-0.00056835679586180615 -0.00057996660619925107 0.00033022229562518061 -0.0004019031223636619 0.00043572348491074291 -4.4374395346315932e-05 0.0001371947829659132 0.0002946916191027475 5.3898332070977288e-05 0.00068148131322772225 -0.00053813326925237885
leaf_weight=0.0010122650080977144 0.0010246988898762127 0.0015788126436387532 0.0012595292757012757 0.0010123574862530285 0.001015784064503376 0.0010066970580396928 0.0010105666063541865 0.0013339097477933822 0.0010127249865812607 0.0010105399588163143
leaf_count=627 759 522 282 256 87 434 164 156 272 351
internal_value=0 4.18135e-05 -5.19306e-06 5.40987e-05 1.99552e-06 0.000112029 -6.66603e-05 -0.000221485 0.00041015 -0.000290615
internal_weight=0 0.0112656 0.00968681 0.00842728 0.00741492 0.0053886 0.00336918 0.00235861 0.00201942 0.00202632
internal_count=3910 3283 2761 2479 2223 1785 1079 915 706 438
is_linear=0
shrinkage=0.00196078


Tree=5449
num_leaves=8
num_cat=0
split_feature=1 4 151 4 16 16 0
split_gain=1.57991e-05 4.26298e-05 2.05745e-05 3.8522e-05 4.15249e-05 3.54365e-05 4.09004e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.085434999999999983 0.24280000000000004 -0.092424999999999993 -0.055679999999999993 -0.066689999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -7
right_child=2 -3 3 -5 5 6 -8
leaf_value=0.0038333268527589747 0.015780436576259299 -0.019087434429617144 -0.021132769546515565 0.013209184991306529 0.016402008298609449 -0.02057833142700255 0.0068864304529427274
leaf_weight=0.0019492538650569353 0.0010195069775545589 0.0013901149012037252 0.0011224602892119509 0.0016939423860748643 0.0010389448290038811 0.0010247469012583451 0.0011515171408769214
leaf_count=454 199 1554 194 422 366 401 320
internal_value=0 -0.00570814 0.0026416 0.000420774 -0.00457334 0.00120771 -0.00604602
internal_weight=0 0.00333937 0.00705112 0.00603161 0.00433767 0.00321521 0.00217626
internal_count=3910 2008 1902 1703 1281 1087 721
is_linear=0
shrinkage=0.1


Tree=5450
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 133 1 4
split_gain=3.40286e-05 8.1021e-05 7.44956e-05 7.35907e-05 5.44305e-05 5.28815e-05 7.19415e-05 9.82687e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 0.065880000000000008 0.11198000000000001 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00048588042608222051 -0.00034886353817684921 0.00051737156666248568 -0.00052719920768217604 4.1179267866343567e-05 -0.00034342436929339827 0.00037152249263154975 0.00038704382618691044 -0.0007115222432257719
leaf_weight=0.0011675615136379517 0.001009045597214678 0.0011581008375722525 0.0010399130302629301 0.0019222148465367441 0.0017695758364057674 0.0014605128080408683 0.0010077523758203182 0.0010210846305078306
leaf_count=128 161 279 398 768 1150 566 182 278
internal_value=0 2.80462e-05 -3.23128e-05 2.93301e-05 -4.48991e-05 5.27183e-05 -6.51281e-05 -0.000219947
internal_weight=0 0.0105467 0.00938862 0.0083487 0.00718114 0.00541156 0.00395105 0.0029433
internal_count=3910 3749 3470 3072 2944 1794 1228 1046
is_linear=0
shrinkage=0.00196078


Tree=5451
num_leaves=10
num_cat=0
split_feature=147 52 160 47 49 52 3 2 0
split_gain=4.87065e-05 4.90865e-05 5.54153e-05 5.4587e-05 8.6307e-05 8.79628e-05 5.69434e-05 4.5724e-05 4.39883e-05
threshold=1.0000000180025095e-35 0.15091000000000002 -0.026849999999999995 0.10436500000000001 -0.081629999999999994 0.048490000000000012 -0.069909999999999986 0.096540000000000015 -0.11524
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7 -8
right_child=-2 -3 3 -5 5 7 8 -9 -10
leaf_value=0.00034183656854805167 0.00039961814948906693 -0.00045191549574190282 0.00030204005931093339 0.00026622466533112029 -0.0007442986390061722 -0.00021924418833499433 -0.00053250070759262727 0.00037021836303971066 2.7521883173159581e-05
leaf_weight=0.0014929469176120586 0.0010162649446450915 0.0010515624579829691 0.0013545182457921339 0.0015390162238941149 0.0013944863638026242 0.0010077465937571926 0.0010192409418279321 0.0010160136743728697 0.0011450484849674801
leaf_count=629 234 481 186 193 987 612 131 138 319
internal_value=0 -4.89968e-05 -6.49572e-06 -6.78498e-05 -0.000141966 -0.000249697 -0.000435303 7.66911e-05 -0.000236213
internal_weight=0 0.0110206 0.00996902 0.00847607 0.00693705 0.00558254 0.00355878 0.00202376 0.00216429
internal_count=3910 3676 3195 2566 2373 2187 1437 750 450
is_linear=0
shrinkage=0.00196078


Tree=5452
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 3 3 1
split_gain=3.74307e-05 8.66035e-05 7.53135e-05 0.000104895 5.89606e-05 5.0268e-05 6.45734e-05 5.6224e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -0.015794999999999997 0.10666500000000002 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.0005661087134859182 -0.00037072070895075515 0.00052680520782338739 -0.00053568990138978638 -5.2558070816808208e-06 -0.00037982199223390406 -0.0005047861850249678 0.00010912075688116827 0.00057477189423760819
leaf_weight=0.0011734608829631083 0.0010161211888987014 0.0011677885208251628 0.0010447818449971684 0.0016194293641263809 0.0017443893419072081 0.0011542616318263878 0.0015344133347134584 0.0010650998813437149
leaf_count=128 161 279 398 1024 1150 210 150 410
internal_value=0 2.33944e-05 -3.95756e-05 2.29414e-05 -6.66094e-05 3.50739e-05 -0.000154433 0.000224873
internal_weight=0 0.0105036 0.00933584 0.00829105 0.00711759 0.0053732 0.00268867 0.00268453
internal_count=3910 3749 3470 3072 2944 1794 360 1434
is_linear=0
shrinkage=0.00196078


Tree=5453
num_leaves=8
num_cat=0
split_feature=49 42 133 52 0 16 151
split_gain=1.56187e-05 4.91479e-05 3.83664e-05 7.89844e-05 5.70751e-05 9.2049e-05 3.37208e-05
threshold=-0.047894999999999993 0.091955000000000023 -0.036599999999999987 -0.074484999999999982 -0.15137999999999999 -0.055679999999999993 -0.016164999999999995
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 -1
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.020859753871567917 0.018844585071025752 -0.021741508712531592 -0.022024395967627494 0.022197958463499118 0.014910235096840691 -0.019043820772246665 -0.0034494879698104305
leaf_weight=0.0010137424315127027 0.001024121133777851 0.0011039526125035766 0.0014935348160133276 0.0012985975047357613 0.0015427893697335996 0.0016548488694215189 0.0013054731036753876
leaf_count=263 614 764 592 164 775 496 242
internal_value=0 -0.00212886 0.000958078 -0.00210013 0.00451821 -0.00266174 0.00717622
internal_weight=0 0.00811784 0.00701389 0.00598977 0.00449624 0.00319764 0.00231922
internal_count=3910 3405 2641 2027 1435 1271 505
is_linear=0
shrinkage=0.1


Tree=5454
num_leaves=8
num_cat=0
split_feature=52 0 16 43 12 3 1
split_gain=1.78351e-05 4.25742e-05 5.64733e-05 3.14843e-05 7.86858e-05 4.55135e-05 6.26246e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.24895000000000003 -0.15109999999999998 0.088375000000000023 0.090325000000000003 0.085110000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.010286811539893076 0.011234414527339216 0.027307702819163917 -0.0029817296725431998 -0.0074093875767605108 -0.024256668184762225 -0.011314851054551121 0.026141116219744812
leaf_weight=0.0011492663461041691 0.0012527746827915055 0.0013041688676716683 0.0011657703332312614 0.0010253874386279226 0.0016961355456211174 0.0015926285445289146 0.0012162586688643962
leaf_count=104 235 644 442 778 1135 252 320
internal_value=0 0.00561326 0.0130116 -0.00307995 -0.00632251 0.00161087 0.0107942
internal_weight=0 0.00361921 0.00246994 0.00678318 0.00553041 0.00383427 0.00224165
internal_count=3910 1190 1086 2720 2485 1350 1098
is_linear=0
shrinkage=0.1


Tree=5455
num_leaves=8
num_cat=0
split_feature=0 47 16 4 3 4 4
split_gain=1.78835e-05 4.35483e-05 3.83278e-05 3.52553e-05 4.92861e-05 5.60688e-05 7.20592e-06
threshold=-0.017269999999999997 0.087850000000000025 0.23932500000000004 -0.06272999999999998 0.094625000000000015 -1.0000000180025095e-35 0.097045000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=-0.010888513057933613 -0.0043154393777333063 -0.0084686143909418199 0.021641898265868383 0.016379415693523105 0.020491057978072914 -0.012856806605537913 -0.020014824796076681
leaf_weight=0.0015306938189145426 0.0012228544325555641 0.0010524761094261616 0.0010636131746598887 0.0010770566821781725 0.0016348688755788519 0.0016777936642638749 0.001111190924973347
leaf_count=1255 282 348 164 775 236 742 108
internal_value=0 -0.00225747 0.00775933 0.00217953 0.00673635 -0.0014264 -0.0143984
internal_weight=0 0.00808408 0.00228647 0.00592041 0.00438972 0.00275485 0.00216367
internal_count=3910 3464 446 3008 1753 1517 456
is_linear=0
shrinkage=0.1


Tree=5456
num_leaves=8
num_cat=0
split_feature=1 3 2 3 0 4 3
split_gain=1.55302e-05 4.10516e-05 5.58332e-05 3.98208e-05 5.24068e-05 3.4057e-05 3.32945e-05
threshold=0.10386500000000001 -0.115685 0.10362500000000001 -0.078884999999999997 -0.10209999999999998 0.053925000000000008 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 -7
right_child=5 2 -4 4 -6 6 -8
leaf_value=0.012616357588028634 0.018238004902660893 -0.017436964138476698 -0.027919530227223197 -0.0082811707726895278 0.019225110055299574 0.0068089107676230125 -0.015965790607013901
leaf_weight=0.001306803050006986 0.0012847899124601965 0.0011585186598394932 0.0010389873843937832 0.0014757934528747344 0.0013053212874431367 0.0017695065753472725 0.0010073070506436371
leaf_count=279 361 1535 390 225 586 367 167
internal_value=0 -0.00315784 -0.00729829 -0.00185992 0.00462895 0.00477594 -0.00145276
internal_weight=0 0.00628542 0.00497862 0.00393963 0.00278111 0.0040616 0.00277681
internal_count=3910 3015 2736 2346 811 895 534
is_linear=0
shrinkage=0.1


Tree=5457
num_leaves=9
num_cat=0
split_feature=11 3 15 3 4 48 0 47
split_gain=1.36263e-05 2.27547e-05 3.05464e-05 8.68119e-05 6.43298e-05 6.26523e-05 6.62153e-05 3.59207e-06
threshold=0.077330000000000024 -0.10628499999999998 -0.017214999999999998 0.10666500000000002 -0.077679999999999985 0.016865000000000002 -0.18901999999999997 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.013508091104970128 -0.011095016747066207 -0.015067636098349392 0.0087139941525718641 0.026940785674462647 -0.024550282490515465 -0.010264598349514809 0.023651017616416175 -0.023469229509682023
leaf_weight=0.0012852566566205004 0.0010062408934120607 0.0010126274998937075 0.0013734989556407012 0.001278110904762742 0.0010080707841050409 0.0013034518690004937 0.0010309580074162302 0.0010229730248447191
leaf_count=247 279 829 890 105 747 107 518 188
internal_value=0 0.00115432 -0.000823063 0.00591679 -0.00536611 -0.00646737 0.00471374 -0.0192898
internal_weight=0 0.00931495 0.00802969 0.00365968 0.00238157 0.00437001 0.00233441 0.0020356
internal_count=3910 3631 3384 1742 1637 1642 625 1017
is_linear=0
shrinkage=0.1


Tree=5458
num_leaves=8
num_cat=0
split_feature=1 3 2 3 0 3 12
split_gain=1.5479e-05 3.18528e-05 4.95853e-05 3.5048e-05 4.02814e-05 2.43501e-05 6.04807e-05
threshold=0.10386500000000001 -0.115685 0.10362500000000001 -0.078884999999999997 -0.10209999999999998 0.12046500000000002 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -2
right_child=5 2 -4 4 -6 -7 -8
leaf_value=0.010762054448578199 0.026065450654675443 -0.016331558356851458 -0.026344259821297858 -0.0069193867072178368 0.017248037027798663 -0.0063677219050152934 -0.0038321709873457423
leaf_weight=0.0013028999433591579 0.001275370943985618 0.0011533454801358018 0.0010293950089349437 0.0014704766955936119 0.0012988554941880917 0.0013163184113430741 0.0014412260938278295
leaf_count=279 347 1535 390 225 586 241 307
internal_value=0 -0.00315026 -0.00681062 -0.00168457 0.00441547 0.00479508 0.010204
internal_weight=0 0.00625497 0.00495207 0.00392268 0.00276933 0.00403292 0.0027166
internal_count=3910 3015 2736 2346 811 895 654
is_linear=0
shrinkage=0.1


Tree=5459
num_leaves=8
num_cat=0
split_feature=43 4 160 2 15 15 4
split_gain=1.43818e-05 3.46769e-05 5.78539e-05 4.82864e-05 4.01734e-05 3.42891e-05 6.01835e-05
threshold=-0.053009999999999995 -0.34687499999999999 -0.026849999999999995 0.099015000000000006 -0.040439999999999997 -0.053579999999999996 -0.084009999999999987
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.017324717993326293 -0.018530523844609719 0.019419364477982003 -0.025898202661853848 0.0080471992953684637 -0.00054379578353089513 0.01382208505831174 -0.018653469253492407
leaf_weight=0.0013956129108218199 0.0011590700813012373 0.0012478033525243687 0.0013202064220476453 0.0016713530246260286 0.0011866341974958981 0.0011303710965714796 0.0011524145392447559
leaf_count=841 224 361 273 412 842 316 641
internal_value=0 -0.00282961 0.000524327 -0.00511861 -0.0138965 0.00497666 -0.00257249
internal_weight=0 0.00658507 0.005426 0.00417819 0.00250684 0.0036784 0.00228279
internal_count=3910 2112 1888 1527 1115 1798 957
is_linear=0
shrinkage=0.1


Tree=5460
num_leaves=8
num_cat=0
split_feature=49 42 15 16 4 43 457
split_gain=1.51881e-05 4.33438e-05 3.46266e-05 7.68335e-05 5.11018e-05 3.99773e-05 3.17667e-05
threshold=-0.045004999999999996 0.091955000000000023 -0.038029999999999987 -0.09601999999999998 -0.06272999999999998 0.0016850000000000001 0.084715000000000013
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -4 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.0027520902485889758 0.0092472639259339792 -0.020833124497324041 -0.0093761448491121186 -0.023811800014084977 0.025135185810425634 0.015230353633717093 0.020516550527950126
leaf_weight=0.0014146592714367366 0.0013738015750449303 0.0010736694453805538 0.0017806492768271021 0.0014398389292656778 0.0011014623987361982 0.0010493556708513485 0.0010024938577385893
leaf_count=371 418 758 954 639 405 207 158
internal_value=0 -0.00217134 0.000799193 -0.00767022 0.00686052 -0.000252144 0.00689838
internal_weight=0 0.00781878 0.00674511 0.00281364 0.00393147 0.00283 0.00241715
internal_count=3910 3381 2623 1057 1566 1161 529
is_linear=0
shrinkage=0.1


Tree=5461
num_leaves=7
num_cat=0
split_feature=43 13 0 48 0 12
split_gain=1.45606e-05 3.24475e-05 4.87462e-05 3.11954e-05 6.66177e-05 3.90674e-05
threshold=-0.053009999999999995 0.17936000000000002 -0.077944999999999987 0.086125000000000021 -0.18087499999999998 0.086765000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=-0.0041955687114783573 0.023876428561909926 -0.0098472146439601733 0.023274964665537363 -0.013745354379547723 -0.014811764296387978 0.0059379036107780475
leaf_weight=0.0011688517324902499 0.001037220819555824 0.0010472602020608944 0.0014439578425606352 0.0018753650363459605 0.0018910377833439604 0.0017444169365777983
leaf_count=1052 133 206 540 363 659 957
internal_value=0 0.0050249 0.0109859 -0.0028503 0.0015224 -0.00485536
internal_weight=0 0.00366007 0.00261281 0.00654804 0.00467268 0.00363545
internal_count=3910 1798 1592 2112 1749 1616
is_linear=0
shrinkage=0.1


Tree=5462
num_leaves=9
num_cat=0
split_feature=1 0 4 4 12 2 13 16
split_gain=1.51598e-05 3.46797e-05 4.54617e-05 3.18396e-05 3.16045e-05 2.18732e-05 2.71407e-05 1.92673e-05
threshold=0.11235500000000002 -0.23029999999999998 -1.0000000180025095e-35 0.24280000000000004 0.083175000000000013 0.09116500000000001 -0.0038299999999999996 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 -4 6 -3 -7
right_child=3 2 4 -5 -6 7 -8 -9
leaf_value=0.013656772469187672 -0.0022981038060414074 -0.0041744895565273268 -0.029982625143319175 0.019850723850716581 -0.0051762392708309853 -0.016184565824158673 0.018423597784999229 0.0028514816391408417
leaf_weight=0.0011450381181755632 0.0016605595812301957 0.0010039357586601111 0.0010187553107151143 0.0010654722909987924 0.0010357732689774443 0.0010496518492542108 0.0011293102911101194 0.001077514728401438
leaf_count=122 288 1286 206 343 535 524 376 230
internal_value=0 -0.00235516 -0.00525848 0.00635879 -0.0174767 0.000633599 0.00778862 -0.00654187
internal_weight=0 0.00745998 0.00631494 0.00272603 0.00205453 0.00426041 0.00213325 0.00212717
internal_count=3910 3279 3157 631 741 2416 1662 754
is_linear=0
shrinkage=0.1


Tree=5463
num_leaves=8
num_cat=0
split_feature=49 42 3 15 16 4 43
split_gain=1.37561e-05 3.73751e-05 2.78291e-05 2.68448e-05 6.0137e-05 4.56674e-05 3.45263e-05
threshold=-0.045004999999999996 0.091955000000000023 -0.0066499999999999988 -0.038029999999999987 -0.09601999999999998 -0.06272999999999998 0.0016850000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=0.017692715803232943 0.0082066582573582236 -0.019490017454570449 -0.0038231749282411258 -0.00918520643208867 -0.021167521900066918 0.023448032176179367 0.01372510290879532
leaf_weight=0.0011641750759229478 0.0013644340695061752 0.0010629674376039832 0.001242989377837112 0.0017705137059373715 0.0014247240086505172 0.0010879910695964948 0.0010466489395118406
leaf_count=331 418 758 198 954 639 405 207
internal_value=0 -0.00207078 0.00658254 0.000695164 -0.00679791 0.0060469 -0.000673433
internal_weight=0 0.00775728 0.00240716 0.00669431 0.00278916 0.00390515 0.00281716
internal_count=3910 3381 529 2623 1057 1566 1161
is_linear=0
shrinkage=0.1


Tree=5464
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.51527e-05 3.78102e-05 2.16926e-05 4.84749e-05 5.21303e-05 6.43077e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.015294018661030005 0.024238182121347238 0.0063189930893035933 -0.0081460139539226342 -0.0087681847464260373 -0.016625043524556554 0.020444446994955623
leaf_weight=0.0018080167084119829 0.0011066930764458806 0.0014655312459514438 0.0014644348956371006 0.0013331633951212407 0.0012298992275080901 0.0017333216467239488
leaf_count=1913 265 95 571 133 409 524
internal_value=0 -0.00561811 0.00264946 0.00557543 0.000768146 0.00774417
internal_weight=0 0.00327355 0.00686751 0.00540308 0.00429638 0.00306649
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=5465
num_leaves=7
num_cat=0
split_feature=42 51 43 42 51 15
split_gain=1.45521e-05 3.26265e-05 3.33705e-05 3.91109e-05 3.00466e-05 4.25412e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 0.083815000000000014 0.08955500000000001 -0.0039399999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0085301883368915261 -0.013048631435712419 0.01820571078114833 0.019780656758565576 -0.015332310432993351 -0.0095305242788153582 -0.0022487331159142519
leaf_weight=0.0016752962389581091 0.0012776664458896579 0.0013904042825512494 0.0018914322172220411 0.0011751738614244863 0.001074509372901909 0.0016338193579775895
leaf_count=1060 521 488 299 1169 169 204
internal_value=0 0.00167268 0.00429767 0.000949098 0.00510877 0.00957088
internal_weight=0 0.00844301 0.00716534 0.00577493 0.00459976 0.00352525
internal_count=3910 2850 2329 1841 672 503
is_linear=0
shrinkage=0.1


Tree=5466
num_leaves=8
num_cat=0
split_feature=52 52 43 160 52 2 13
split_gain=1.51848e-05 3.70676e-05 5.43261e-05 3.25874e-05 2.60896e-05 5.76845e-05 6.10423e-05
threshold=-0.048794999999999991 -0.087094999999999992 -0.074254999999999988 -1.0000000180025095e-35 0.10433000000000002 0.10393500000000001 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.012097248311560451 -0.017609164024873562 0.020263057639493459 -0.018207539693240252 0.023764390404944463 0.013798329549567208 -0.020424048906201489 -0.006348376129396688
leaf_weight=0.0012935938819060851 0.0012183392272378957 0.0011248520487553769 0.001089969636229122 0.0010674282161640843 0.0011581554233534757 0.0013250825467369639 0.0018226175404296348
leaf_count=456 924 304 430 344 251 286 915
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internal_weight=0 0.00350842 0.00238356 0.00659162 0.00537328 0.00421513 0.00289005
internal_count=3910 1190 886 2720 1796 1545 1259
is_linear=0
shrinkage=0.1


Tree=5467
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 1 13
split_gain=3.76175e-05 9.09599e-05 7.33678e-05 9.98088e-05 5.97333e-05 6.56928e-05 5.50494e-05 6.97237e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 0.092010000000000022 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00048000784561769372 -0.00036360625944242597 0.00055297466274797339 -0.00052614655508446539 0.00049107512635525655 -0.00026808392189262112 0.00037043521786267496 -0.00042034269714524451 0.0003480111081317753
leaf_weight=0.0011480882792049441 0.0010260352313333472 0.0011390725747140737 0.001035192799300799 0.0014699815631572131 0.0013771098192335357 0.0014519497252764892 0.0014662013237198442 0.0014496616401170549
leaf_count=175 161 279 398 425 1386 213 441 432
internal_value=0 2.96907e-05 -3.3732e-05 2.72204e-05 -7.16998e-05 9.89807e-06 -0.000112041 4.78699e-05
internal_weight=0 0.0105373 0.00939819 0.00836299 0.00689301 0.00574492 0.00429297 0.00282677
internal_count=3910 3749 3470 3072 2647 2472 2259 1818
is_linear=0
shrinkage=0.00196078


Tree=5468
num_leaves=8
num_cat=0
split_feature=1 4 48 51 47 0 160
split_gain=1.43176e-05 3.58321e-05 2.02413e-05 7.02079e-05 5.61895e-05 8.67453e-05 9.58212e-05
threshold=0.076710000000000014 -0.083329999999999987 0.086215000000000014 0.089355000000000004 0.09252500000000001 -0.084154999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -2
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.0032788894334154295 0.0011442415893721818 -0.018061920222214707 -0.022930431849812805 0.013178095861878869 -0.01360765449624189 -0.010584366977354209 0.040757451473870887
leaf_weight=0.0019165990879127276 0.0011156908047459573 0.0013346617305965238 0.0011118511531562135 0.0010441772941700883 0.0010918871700630406 0.0011350648154314262 0.0013489183170043734
leaf_count=454 195 1554 234 171 186 810 306
internal_value=0 -0.00548164 0.00257728 -0.00544286 0.00626297 0.0122903 0.0228252
internal_weight=0 0.00325126 0.00684759 0.00215603 0.00469156 0.00359967 0.00246461
internal_count=3910 2008 1902 405 1497 1311 501
is_linear=0
shrinkage=0.1


Tree=5469
num_leaves=10
num_cat=0
split_feature=484 150 133 2 2 1 49 15 51
split_gain=0.000128982 3.94759e-05 4.29748e-05 7.51718e-05 0.000114106 7.87445e-05 4.74389e-05 5.97242e-05 4.21714e-05
threshold=-1.0000000180025095e-35 0.090695000000000012 0.099765000000000006 0.10679500000000001 0.096540000000000015 0.11198000000000001 -0.0090499999999999973 -0.064869999999999983 -0.030229999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -8 -9
right_child=1 -3 -4 5 -6 -7 7 8 -10
leaf_value=-0.0006738161874534765 0.00051485293597584522 -0.00025906921159788755 -0.00027639034383303979 -0.00052434548569158619 0.00084479799221811149 0.00019854645185548808 -0.0003309935294457956 0.00048966617554084915 -7.9521514857253696e-08
leaf_weight=0.0010027518204322244 0.0010374717507258425 0.0012970221008824804 0.0010096130902120934 0.0011139791493799838 0.0010786593479763388 0.0012071154734165815 0.0011569155636210822 0.0011370088201729468 0.0016671587864465424
leaf_count=627 192 327 510 308 269 241 416 118 902
internal_value=0 6.16143e-05 0.000105825 0.000151774 0.000266419 -0.000148396 0.000141608 4.38493e-05 0.000198498
internal_weight=0 0.0107049 0.00940792 0.00839831 0.00607721 0.00232109 0.00499855 0.00396108 0.00280417
internal_count=3910 3283 2956 2446 1897 549 1628 1436 1020
is_linear=0
shrinkage=0.00196078


Tree=5470
num_leaves=10
num_cat=0
split_feature=484 1375 1 47 42 47 160 16 0
split_gain=9.08668e-05 5.66934e-05 6.80703e-05 7.16872e-05 6.29249e-05 6.63806e-05 4.88146e-05 5.49268e-05 4.43087e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11198000000000001 0.084155000000000021 -1.0000000180025095e-35 0.084695000000000006 -1.0000000180025095e-35 0.16388500000000003 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 8 -8
right_child=1 2 3 -5 5 -7 7 -9 -10
leaf_value=-0.00056763731580435452 -0.00038991686091749135 -0.00040059103257378346 0.00068536149056614424 6.1518383658109584e-05 -0.00040358218582024568 0.000514799593519006 -1.7786049255490165e-05 -0.00028160325798672997 0.00048431595612990032
leaf_weight=0.0010244095077197894 0.001055768386289682 0.0013196217571639392 0.0012939331078056174 0.0015644295152313107 0.0010295184826030609 0.0010707249526591394 0.0013704802978576653 0.0011514901561175922 0.0013329102300948172
leaf_count=627 146 913 405 147 447 179 405 229 412
internal_value=0 4.24875e-05 8.75397e-05 0.000343922 -1.31969e-05 7.26474e-05 -2.42782e-05 7.70221e-05 0.000229776
internal_weight=0 0.0111889 0.0101331 0.00285836 0.00727475 0.00595512 0.0048844 0.00385488 0.00270339
internal_count=3910 3283 3137 552 2585 1672 1493 1046 817
is_linear=0
shrinkage=0.00196078


Tree=5471
num_leaves=8
num_cat=0
split_feature=43 15 4 4 160 2 1
split_gain=1.48364e-05 3.31595e-05 5.52031e-05 2.83604e-05 5.53466e-05 4.58268e-05 3.29688e-05
threshold=-0.053009999999999995 -0.053579999999999996 -0.084009999999999987 -0.34687499999999999 -0.026849999999999995 0.099015000000000006 0.089455000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6
right_child=3 2 -4 4 5 -7 -8
leaf_value=0.017254842808159598 -0.017195527633965289 0.01339228999555475 -0.017881704516140778 0.018898357290778628 -0.0038069044110913214 0.0075133891815919096 -0.027103336402574087
leaf_weight=0.0013866593077175807 0.0011419238489849956 0.0011182968653929758 0.0011395544391271919 0.0012177620877426316 0.0013889116695690294 0.0016542843652863244 0.0010796973381816761
leaf_count=841 224 316 641 361 801 412 314
internal_value=0 0.00508325 -0.00239193 -0.00289142 0.000167045 -0.00536555 -0.0139961
internal_weight=0 0.00364451 0.00225785 0.00648258 0.00534066 0.00412289 0.00246861
internal_count=3910 1798 957 2112 1888 1527 1115
is_linear=0
shrinkage=0.1


Tree=5472
num_leaves=10
num_cat=0
split_feature=158 50 1375 1 15 4 1 43 43
split_gain=5.30638e-05 9.55779e-05 6.85355e-05 5.24113e-05 5.04069e-05 7.04628e-05 8.3541e-05 6.92138e-05 0.000148842
threshold=1.0000000180025095e-35 0.088425000000000017 -1.0000000180025095e-35 0.12864500000000004 -0.11739999999999999 -0.034289999999999994 0.094485000000000013 0.0016850000000000001 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 -6
right_child=-2 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00038116494037823554 -0.00043179789825538786 -0.00052497237025734395 -0.00026032216590280799 0.00054812484885499745 0.00022360902414853825 0.00011658054007022107 0.00078611496542317985 0.00034286163694594398 -0.0007825173759807134
leaf_weight=0.0010396451468154032 0.0010178810023797362 0.0010558453438464918 0.001289202940299921 0.0011166522639292692 0.0012638569433581419 0.0017768551926857668 0.0012006398969702594 0.0012811854817927452 0.0010227718690532361
leaf_count=165 488 655 271 234 274 540 238 269 776
internal_value=0 3.60671e-05 9.53587e-05 0.000150705 9.4061e-05 0.000163862 0.000386562 -2.19904e-05 -0.000226415
internal_weight=0 0.0110467 0.00999081 0.00895116 0.00783451 0.00654531 0.0029775 0.00356781 0.00228663
internal_count=3910 3422 2767 2602 2368 2097 778 1319 1050
is_linear=0
shrinkage=0.00196078


Tree=5473
num_leaves=10
num_cat=0
split_feature=13 133 50 160 42 42 2 0 0
split_gain=5.85069e-05 6.80277e-05 7.15588e-05 5.75241e-05 6.43438e-05 5.07339e-05 8.25531e-05 8.47637e-05 4.37498e-05
threshold=-0.45122499999999993 0.087550000000000017 0.086465000000000014 0.087825000000000014 0.095385000000000011 0.084100000000000022 0.10796500000000002 -0.10575999999999998 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00042998896316120603 0.00063578244968950969 -0.00050535593721609377 -0.0004880398956237336 -0.00032497119967555909 0.00057823657707683183 -0.00032624008412928372 -0.00023753325017145804 -0.00022383698799792953 0.00031885411797681612
leaf_weight=0.0010686782561696957 0.0015764317913399889 0.0011344071170323851 0.0010305678697008153 0.0012937965631350948 0.0010289924969712275 0.001134669068738027 0.001653742695205576 0.001154137846073571 0.0011306015347402627
leaf_count=112 191 971 461 264 265 527 300 619 200
internal_value=0 -5.03038e-05 1.30249e-06 5.75084e-05 0.000121954 5.13464e-05 0.000129033 0.000286034 4.47133e-05
internal_weight=0 0.0111373 0.0100029 0.00897237 0.00767858 0.00664958 0.00551491 0.00386117 0.00228474
internal_count=3910 3798 2827 2366 2102 1837 1310 1010 819
is_linear=0
shrinkage=0.00196078


Tree=5474
num_leaves=8
num_cat=0
split_feature=3 39 4 48 43 4 4
split_gain=1.50967e-05 5.00643e-05 6.10733e-05 5.16009e-05 4.08716e-05 6.23252e-05 1.91596e-05
threshold=0.13772500000000001 0.005105000000000001 -0.23071499999999998 0.087035000000000015 -0.0037249999999999996 -1.0000000180025095e-35 0.00046500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.027556767310097954 0.0095809005936409106 0.017227500347991122 -0.016568953320712343 -0.017292368492264471 0.026909483925318313 -0.0021021602182051645 0.0027862123424995185
leaf_weight=0.0010056074287555236 0.0014077936454422657 0.0012190356401534453 0.0010450237618407827 0.001510573225288441 0.0013724221851710698 0.0016081854184681931 0.0010016470399495754
leaf_count=242 239 424 1408 357 551 326 363
internal_value=0 -0.00157551 -0.00461411 -0.00108522 0.00378462 0.0112563 -0.00709648
internal_weight=0 0.00876249 0.00754346 0.00653785 0.00502728 0.00298061 0.00204667
internal_count=3910 3671 3247 3005 2648 877 1771
is_linear=0
shrinkage=0.1


Tree=5475
num_leaves=9
num_cat=0
split_feature=15 151 16 12 48 15 3 16
split_gain=2.65199e-05 3.18737e-05 8.30162e-05 6.95104e-05 6.81446e-05 6.10695e-05 8.89593e-05 4.56328e-05
threshold=-0.24219999999999997 -0.076429999999999984 -0.092424999999999993 0.085665000000000005 0.091555000000000011 -0.017214999999999998 0.10666500000000002 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7
right_child=1 2 4 -5 -6 6 -8 -9
leaf_value=0.00029120731577510412 0.00021049484655741654 -0.0006520833249678092 -0.00045459599141096219 -4.110034951112931e-05 0.00049055852391834825 0.00012449127933126302 0.00055708576771836579 -0.00040780684200475637
leaf_weight=0.0010341702066848325 0.0016596807774806798 0.0014902339592470812 0.0011107987743200522 0.001377768646514801 0.0010929085823968392 0.0013045526948219674 0.0010307205157329413 0.0011786136701378339
leaf_count=317 567 268 567 407 242 1157 52 333
internal_value=0 -3.82518e-05 -8.63369e-05 -0.000358571 5.02186e-05 -5.38428e-05 7.2842e-05 -0.000128159
internal_weight=0 0.0102453 0.0085856 0.002868 0.00571759 0.00462469 0.00351389 0.00248317
internal_count=3910 3593 3026 675 2351 2109 1542 1490
is_linear=0
shrinkage=0.00196078


Tree=5476
num_leaves=9
num_cat=0
split_feature=158 50 156 42 15 43 3 2
split_gain=5.98736e-05 7.47765e-05 4.99564e-05 6.10466e-05 7.74698e-05 7.61481e-05 7.51775e-05 5.6687e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084090000000000012 -0.090359999999999982 -0.095799999999999982 -0.074254999999999988 0.096385000000000012 0.099675000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.00028930046952894029 -0.00046547567379132988 -0.00047313352236781885 -0.0002886641269667424 -0.00043598740979118144 0.00065370385908344517 -0.00011555175034019063 0.00045622694296395443 0.00020840286727695018
leaf_weight=0.0011080719188041521 0.0010026396078746435 0.0010074195204627144 0.0011892249627287197 0.0010551659288472047 0.001828547414076179 0.0018281932958904893 0.0017119459012541983 0.0010443366384201487
leaf_count=291 488 655 482 277 493 895 140 189
internal_value=0 3.54798e-05 8.7949e-05 0.000140172 0.000203894 0.000328779 0.00016095 -0.000115454
internal_weight=0 0.0107729 0.00976549 0.00857626 0.00746819 0.00536869 0.00354014 0.0020995
internal_count=3910 3422 2767 2285 1994 1528 1035 466
is_linear=0
shrinkage=0.00196078


Tree=5477
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 51 4 3 42
split_gain=7.24064e-05 5.28124e-05 0.000103491 5.90426e-05 6.0166e-05 9.29537e-05 7.8967e-05 6.55594e-05 5.88834e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.09021499999999999 0.0057500000000000008 0.11265500000000002 0.083610000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.0005151720548147473 -0.0003910734314630887 -0.00058593684119176437 0.00064774375987241423 0.00067845275812042122 -0.00026187907506074702 -0.00034418117329564052 0.00045559594472819822 -0.00013652001416655847 6.4762474322071082e-05
leaf_weight=0.0010353182184352 0.0010547748141488148 0.0011446535227578793 0.0010667422586324278 0.0011543943071395269 0.0014775058794232691 0.0013368308091182028 0.0018681243429434057 0.0011686643156261823 0.0010033504383226638
leaf_count=627 151 792 152 141 472 361 337 139 738
internal_value=0 2.66511e-05 6.9762e-05 2.40462e-06 8.96045e-05 0.000183548 5.292e-05 0.000227729 -0.00028199
internal_weight=0 0.011275 0.0102203 0.00915352 0.00700552 0.00552801 0.00437362 0.00303679 0.002148
internal_count=3910 3283 3132 2980 1450 978 837 476 1530
is_linear=0
shrinkage=0.00196078


Tree=5478
num_leaves=11
num_cat=0
split_feature=484 16 160 13 13 15 0 51 16 2
split_gain=0.000129671 4.09206e-05 7.57156e-05 6.73269e-05 7.40293e-05 5.20469e-05 8.8589e-05 0.000196425 5.78273e-05 4.53809e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 9 -5 -2 7 -7 -8 -4
right_child=1 2 3 4 -6 6 8 -9 -10 -11
leaf_value=-0.0006633693991471921 0.00033092155017768409 0.00066684270372227052 3.2005040319403824e-05 -0.00053254762569548205 0.00018615627532767739 -0.00093219572096801383 0.0004718940112207093 0.00020097523359011255 -0.00011449093594143321 0.00061751467204048478
leaf_weight=0.0010503457739825849 0.0011267335633868775 0.0010087383225391789 0.0010126895430935773 0.0010871584119298461 0.0011173119444184958 0.0012829850913026039 0.0010302046680139222 0.0010858889706683167 0.0017364044938827255 0.0010231161116076807
leaf_count=627 359 284 253 355 167 182 131 96 1318 138
internal_value=0 5.63233e-05 0.000184016 6.91538e-05 -0.00016828 -5.07091e-05 -0.000134439 -0.000412752 0.000103862 0.000326259
internal_weight=0 0.0115112 0.00524901 0.00424028 0.00220447 0.00626222 0.00513548 0.00236887 0.00276661 0.00203581
internal_count=3910 3283 1197 913 522 2086 1727 278 1449 391
is_linear=0
shrinkage=0.00196078


Tree=5479
num_leaves=8
num_cat=0
split_feature=52 0 16 160 2 16 1
split_gain=1.40089e-05 4.1179e-05 4.30481e-05 3.23122e-05 2.81587e-05 0.000110055 2.59581e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 -1.0000000180025095e-35 0.11005500000000001 -0.078844999999999985 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.010652627917606964 -0.017328276238219122 0.027712203827989952 0.00080016963756168345 -0.00135068773556289 0.011581102358768892 -0.024859979506809016 0.019927041873138512
leaf_weight=0.0011422814278475909 0.0012399995108644717 0.0010430151567027909 0.0013818290801733864 0.001101335092787007 0.0016259443065911772 0.0015345889895205657 0.001195980938137275
leaf_count=104 924 571 515 735 315 478 268
internal_value=0 0.00500169 0.012376 -0.00275639 0.00055428 -0.00412459 0.00972648
internal_weight=0 0.00356713 0.00242484 0.00669785 0.00545785 0.00383191 0.00229732
internal_count=3910 1190 1086 2720 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=5480
num_leaves=10
num_cat=0
split_feature=484 1375 1 42 3 2 2 2 15
split_gain=0.000125518 4.16897e-05 4.57217e-05 4.95549e-05 5.25806e-05 6.74401e-05 4.18283e-05 9.71626e-05 4.97239e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6
right_child=1 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00067501471722872252 -0.00032623794956306365 -2.8787147597704721e-06 0.00042674607796647088 -0.00033423541809604661 -0.0005407733325225809 0.00061940386931910979 0.00055621948646137091 -0.00021520322507264452 4.7089128804692074e-05
leaf_weight=0.0010071318397857484 0.0010353240155346862 0.0013126383412826329 0.0013220527756553262 0.00120175771680888 0.0010297439441386798 0.0013667778470260643 0.0011742571237660592 0.0013487361888358837 0.0011953363058512508
leaf_count=627 146 464 304 601 341 549 206 229 443
internal_value=0 4.82295e-05 8.71887e-05 3.51665e-05 9.49352e-05 0.000314549 -2.89967e-05 0.000143834 -0.000224967
internal_weight=0 0.0109866 0.0099513 0.00862925 0.00742749 0.00267942 0.00474807 0.00252299 0.00222508
internal_count=3910 3283 3137 2833 2232 1013 1219 435 784
is_linear=0
shrinkage=0.00196078


Tree=5481
num_leaves=8
num_cat=0
split_feature=0 16 42 47 4 0 16
split_gain=1.52624e-05 3.98131e-05 3.93589e-05 3.06981e-05 4.84105e-05 5.13008e-05 2.32565e-05
threshold=-0.017269999999999997 0.22945500000000005 -1.0000000180025095e-35 0.087850000000000025 -0.06272999999999998 -0.15007499999999999 -0.092424999999999993
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.018624352714081187 -0.0051291807265115338 0.021523360092096655 -0.01397638418271208 -0.010426598550873275 -0.011839879392864483 0.021909562011065531 0.0094388750030761654
leaf_weight=0.0012229237630570766 0.0012112051347965202 0.0010431815664195543 0.0010717157479235087 0.001777584562959302 0.0010019240459949682 0.0018848580809440645 0.0010539208049018529
leaf_count=1005 277 169 724 361 150 1147 77
internal_value=0 0.00720386 -0.00211002 0.000864316 0.00486848 0.00999354 -0.000931409
internal_weight=0 0.00225439 0.00801293 0.00679 0.00501242 0.0039407 0.00205584
internal_count=3910 446 3464 2459 2098 1374 227
is_linear=0
shrinkage=0.1


Tree=5482
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 42 0 12
split_gain=3.54712e-05 0.000106442 7.18025e-05 9.13112e-05 5.13976e-05 7.62171e-05 5.65325e-05 4.8011e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.084100000000000022 -0.10943499999999999 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=0.00042866409741063776 -0.00035568520594802616 0.00057883810746637578 -0.00052445510670613856 0.00039424809788456139 -0.00065416573961501882 -0.0004018708577261976 -2.4970769119521438e-05 -5.0939050948840024e-05
leaf_weight=0.0015895064108418558 0.0010165799733249043 0.0011963331995442058 0.0010534162109491407 0.0019212967584062539 0.0010872003625547971 0.0011494271033530932 0.0011090925162909836 0.0016207297061975197
leaf_count=345 161 279 398 421 211 935 438 722
internal_value=0 2.75437e-05 -4.16572e-05 1.83371e-05 -9.18279e-05 3.1398e-05 -0.000336432 0.00018653
internal_weight=0 0.010727 0.00953067 0.00847725 0.00655596 0.00435966 0.00219629 0.00321024
internal_count=3910 3749 3470 3072 2651 2002 649 1067
is_linear=0
shrinkage=0.00196078


Tree=5483
num_leaves=9
num_cat=0
split_feature=1 484 12 43 15 3 0 3
split_gain=1.28288e-05 2.80395e-05 3.76451e-05 5.58817e-05 6.30366e-05 9.20862e-05 5.09367e-05 4.92449e-05
threshold=0.12864500000000004 0.085515000000000022 0.10129000000000001 -0.057994999999999998 -0.10192499999999999 0.096385000000000012 -0.077944999999999987 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0038739005626640083 0.009134580697108834 0.013352249699004554 -0.020803758130939518 -0.028356122274705686 0.0039841938874789649 0.023494808325507696 0.025655278698732298 -0.025798085351911061
leaf_weight=0.0011065806073769346 0.0013217129309621668 0.0011235853142925389 0.0010876731376666636 0.0010824218061843203 0.0010266244287875205 0.0010749452372410401 0.0012373332859605827 0.0012090410162105378
leaf_count=850 331 384 415 227 843 161 380 319
internal_value=0 -0.00141998 -0.00354122 -0.000754196 -0.0074068 -0.000557311 0.0117143 -0.012122
internal_weight=0 0.0089482 0.00782462 0.00673695 0.00439303 0.00331061 0.00234391 0.00223567
internal_count=3910 3579 3195 2780 1550 1323 1230 1162
is_linear=0
shrinkage=0.1


Tree=5484
num_leaves=11
num_cat=0
split_feature=484 133 484 42 43 0 13 16 52 2
split_gain=0.000127309 4.21582e-05 5.72034e-05 7.65464e-05 0.000111904 9.35231e-05 4.38047e-05 0.000106647 0.000113709 3.48177e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087495000000000017 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 -0.15595499999999998 -0.0058499999999999993 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 9 -8 -9 -6
right_child=1 -3 -4 4 6 -7 7 8 -10 -11
leaf_value=-0.00067336962113972976 -0.00035974392706238767 -0.000327814679366991 -0.00035531144364315761 0.00020017302226724886 -0.00042293196673200915 0.00097289875126470283 -0.00034235362404111972 3.1464683169345824e-05 0.00090005278927811501 8.1861857149217741e-05
leaf_weight=0.0010248795982962773 0.0010475921258363474 0.0010327651459388623 0.0010042086818678889 0.0013116293045299155 0.0010620835478677016 0.0011133163126452084 0.0010182968684785787 0.001303828027790618 0.0010430083487723096 0.001039479233787365
leaf_count=627 321 516 332 477 605 205 125 229 171 302
internal_value=0 4.92468e-05 8.84099e-05 0.000138256 0.000204364 0.000554939 4.88548e-05 0.000187562 0.000417493 -0.00017325
internal_weight=0 0.0109762 0.00994344 0.00893923 0.00789164 0.00242495 0.0054667 0.00336513 0.00234684 0.00210156
internal_count=3910 3283 2767 2435 2114 682 1432 525 400 907
is_linear=0
shrinkage=0.00196078


Tree=5485
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.40079e-05 4.17604e-05 2.57327e-05 4.05874e-05 5.37339e-05 5.70528e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0039512848754565443 0.022640217788091162 -0.018881857982030844 -0.0092342971109459302 -0.0071142127079116425 -0.016268338676331293 0.020192757884569885
leaf_weight=0.0019512779749124847 0.0011178110717414 0.0013587842585868167 0.0014765448020617024 0.0013549233549401969 0.0012459720258095669 0.0017576692806004848
leaf_count=454 265 1554 571 133 409 524
internal_value=0 -0.00542175 0.00248179 0.0056407 0.00128095 0.00830593
internal_weight=0 0.00331006 0.00695292 0.00547638 0.00435856 0.00311259
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=5486
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 133 4 0
split_gain=4.38591e-05 8.32135e-05 8.49576e-05 8.45565e-05 5.16351e-05 8.05475e-05 6.1686e-05 0.000159729
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.086325000000000013 0.065880000000000008 -1.0000000180025095e-35 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00052196507831083698 -0.00039512748829737909 0.00052954146387308406 -0.0005554556270558151 0.00040340534729252966 -0.00043506794558112444 0.00041337788134987609 -0.00046874928726173384 -0.00048132754861522891
leaf_weight=0.0013015883981858339 0.0010212804187808662 0.0011446707678015389 0.001052135675470303 0.0018667207966320846 0.0012126910664206512 0.0014158382416666199 0.0013625140123732305 0.0011483331475040759
leaf_count=353 161 279 398 421 973 537 302 486
internal_value=0 3.05047e-05 -3.05256e-05 3.59547e-05 -7.05399e-05 1.40119e-05 -0.000134302 5.16993e-05
internal_weight=0 0.0105045 0.00935982 0.00830769 0.00644096 0.00522827 0.00381244 0.00244992
internal_count=3910 3749 3470 3072 2651 1678 1141 839
is_linear=0
shrinkage=0.00196078


Tree=5487
num_leaves=9
num_cat=0
split_feature=47 4 1 1 0 3 15 52
split_gain=1.34188e-05 4.80812e-05 4.25182e-05 3.86005e-05 4.57296e-05 0.00014255 6.62423e-05 6.51392e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.095575000000000007 -0.084304999999999977 0.084925000000000014 0.041585000000000004 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.041034071428285551 -0.010760201656215407 0.015394133050438828 -0.021138449193592996 0.018273625970965008 -0.022692080538764953 0.011877560898443064 0.024446610623567872 0.012532050135625356
leaf_weight=0.0010188823959256963 0.0010528403940576218 0.0018863069487184119 0.0010496081848604269 0.0010330897626164934 0.0010966476512012217 0.0010178034659612117 0.0011008267007492122 0.0010071690227152171
leaf_count=1142 179 512 203 381 474 95 818 106
internal_value=0 0.00115713 -0.00250962 0.000606683 -0.00287555 -0.0145923 0.00457092 -0.00582908
internal_weight=0 0.00921033 0.00732403 0.00627442 0.00524133 0.00203669 0.00320464 0.00210382
internal_count=3910 3731 3219 3016 2635 1237 1398 580
is_linear=0
shrinkage=0.1


Tree=5488
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 1 13
split_gain=3.85042e-05 0.000102056 8.31612e-05 8.38461e-05 5.78527e-05 8.08659e-05 6.68375e-05 6.35735e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 0.096035000000000023 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00047176608226132051 -0.00037126363136463921 0.0005849042182637979 -0.00056248719524737531 0.00046638857538472666 -0.00027997753122485772 0.0004185587551339343 -0.00053941353036583142 0.0002802243579814949
leaf_weight=0.0011056603656631556 0.001003755742458483 0.0011380225577906867 0.0010302947295915384 0.0013951479330846757 0.0014256522794633517 0.0014470454363763926 0.0010797675224501441 0.0017166409137137082
leaf_count=175 161 279 398 425 1486 213 306 467
internal_value=0 3.09822e-05 -3.75354e-05 2.86655e-05 -6.14762e-05 1.85437e-05 -0.000118555 2.60619e-05
internal_weight=0 0.0103382 0.00920021 0.00816991 0.00677477 0.00566911 0.00422206 0.00314229
internal_count=3910 3749 3470 3072 2647 2472 2259 1953
is_linear=0
shrinkage=0.00196078


Tree=5489
num_leaves=10
num_cat=0
split_feature=11 12 3 15 4 15 1 3 3
split_gain=5.6438e-05 4.85425e-05 6.47318e-05 5.6376e-05 7.04553e-05 0.000197798 9.67939e-05 6.10242e-05 0.000118064
threshold=0.079700000000000007 0.093125000000000013 -0.074234999999999982 0.085285000000000014 0.08734500000000002 -0.13823999999999997 0.095575000000000007 -0.08348499999999999 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 -1 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.00027942609265983065 -0.000437519610746185 0.00054596535707375255 -6.5929076093438176e-05 -0.00047417440199510745 0.00034648758717342119 -0.00083974399943644127 0.00052486655655995136 -0.00073865924133675626 0.00016351033440184545
leaf_weight=0.0014149957624471892 0.001071522653039691 0.0014424461626844178 0.0012327773002631236 0.0010079203989697208 0.0010251061952124521 0.0011430419372171724 0.0017113538222463176 0.0010090030160478389 0.0012468879461075069
leaf_count=573 254 526 406 705 293 191 320 520 122
internal_value=0 3.34563e-05 0.000263997 -3.86078e-05 1.95371e-05 -0.000278891 0.000139754 -3.97843e-05 -0.000240007
internal_weight=0 0.0112335 0.00267522 0.00855831 0.00755039 0.00216815 0.00538224 0.00367089 0.00225589
internal_count=3910 3656 932 2724 2019 484 1535 1215 642
is_linear=0
shrinkage=0.00196078


Tree=5490
num_leaves=9
num_cat=0
split_feature=1375 11 48 42 2 2 2 4
split_gain=3.48102e-05 4.44915e-05 5.73281e-05 5.35469e-05 4.59749e-05 8.43168e-05 0.000133638 4.14521e-05
threshold=-1.0000000180025095e-35 0.079700000000000007 0.093225000000000016 0.086325000000000013 0.11260500000000001 0.085255000000000011 0.096540000000000015 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00035318645785780735 0.00049024325770887205 -0.00036837252329934711 0.00039822351965395969 -0.00029555324335692071 0.00041619865078861782 -0.00076672898710062655 0.00013824193427211783 -1.27340131294029e-05
leaf_weight=0.0010478241623831696 0.0013298571746835539 0.0010220229099661077 0.0016229901003624167 0.0018810871345608122 0.0012613840314692273 0.0011053784141797324 0.0014507552826138032 0.001196952485308577
leaf_count=180 492 250 368 1222 251 658 290 199
internal_value=0 2.10289e-05 6.14393e-05 -5.013e-06 8.11319e-05 -2.01831e-06 -0.000253105 0.000251982
internal_weight=0 0.0108704 0.0098484 0.00822541 0.00634433 0.00508294 0.00255613 0.00252681
internal_count=3910 3730 3480 3112 1890 1639 948 691
is_linear=0
shrinkage=0.00196078


Tree=5491
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 43 0 47
split_gain=0.000113618 5.28121e-05 0.000120282 5.88531e-05 0.000159951 9.05616e-05 8.05877e-05 7.9711e-05 8.61372e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.017214999999999998 -0.079374999999999987 -0.10462499999999998 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00074979317383488519 -0.00049964505854207912 -0.00055737005370570824 0.00059479005020302293 -0.00074057156575237527 0.0002529341979391821 0.00048473542978998276 9.6306888081831689e-05 0.00042729063167310996 -0.00061740069380859027
leaf_weight=0.0010388912058766882 0.0010091150122840025 0.0012074896987432663 0.001062943419978357 0.0015876137503282634 0.0010254349426519808 0.0011975144158973099 0.0017742022548522694 0.0012682595902441104 0.0010261822721750634
leaf_count=627 151 550 152 659 641 248 241 536 105
internal_value=0 -7.18421e-05 -2.93083e-05 -0.000102314 -0.000350692 -2.05807e-06 -0.000112545 1.94703e-05 -0.000165227
internal_weight=0 0.0111588 0.0101496 0.0090867 0.00261305 0.00647365 0.00527613 0.00406864 0.00280038
internal_count=3910 3283 3132 2980 1300 1680 1432 882 346
is_linear=0
shrinkage=0.00196078


Tree=5492
num_leaves=9
num_cat=0
split_feature=50 484 1 52 457 3 2 43
split_gain=1.60198e-05 3.0851e-05 3.31464e-05 4.47412e-05 6.29403e-05 7.82332e-05 5.70614e-05 4.20755e-05
threshold=0.088425000000000017 0.085515000000000022 0.12864500000000004 -0.089799999999999977 0.018630000000000004 0.090325000000000003 0.083585000000000007 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.021319448072060931 -0.012206372234893318 0.016596505457768699 0.016014263506423411 -0.013381092262097844 0.02283287331180682 -0.025100503504100043 0.00063660826417011719 0.027714532741796138
leaf_weight=0.0011682882939237048 0.0010027349662584751 0.0011286066915007107 0.0010008622959763571 0.0013417719850120774 0.0010104696654244022 0.0013504765756731651 0.0013092817324226391 0.001021618230774972
leaf_count=594 689 388 234 388 204 109 911 393
internal_value=0 0.0010951 -0.00103771 -0.00340746 6.08392e-05 -0.00452004 0.00304759 0.0125047
internal_weight=0 0.00933138 0.00820277 0.00720191 0.00603362 0.00502315 0.00367267 0.0023309
internal_count=3910 3221 2833 2599 2005 1801 1692 1304
is_linear=0
shrinkage=0.1


Tree=5493
num_leaves=9
num_cat=0
split_feature=48 48 51 1 2 3 0 43
split_gain=4.10976e-05 9.7385e-05 8.32152e-05 9.32614e-05 5.64459e-05 8.24901e-05 9.44422e-05 0.000104974
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.10393500000000001 0.084925000000000014 -0.077944999999999987 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00080796027491826332 -0.00037376396386795864 0.0005610050976675836 -0.00054647650590415283 0.00041021153332331867 -0.00037830344678403476 0.00052621393188298363 0.00028282546164870749 2.5170522476345694e-05
leaf_weight=0.0010495840518443865 0.0010552258085685948 0.001189375174009368 0.0010802802789110074 0.0019318469722635415 0.0017774067342867985 0.0010184391750740554 0.0015025890373532246 0.0013036726487127381
leaf_count=1191 161 279 398 421 455 112 454 439
internal_value=0 3.15708e-05 -3.35894e-05 3.096e-05 -7.91859e-05 2.98873e-05 -0.000101207 -0.000346417
internal_weight=0 0.0108532 0.00966382 0.00858354 0.00665169 0.00487428 0.00385585 0.00235326
internal_count=3910 3749 3470 3072 2651 2196 2084 1630
is_linear=0
shrinkage=0.00196078


Tree=5494
num_leaves=8
num_cat=0
split_feature=3 39 4 48 43 4 4
split_gain=1.57085e-05 4.14581e-05 5.87659e-05 4.57809e-05 3.90549e-05 4.83634e-05 2.28259e-05
threshold=0.13772500000000001 0.005105000000000001 -0.23071499999999998 0.087035000000000015 -0.0037249999999999996 -1.0000000180025095e-35 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.026794174460586802 0.0095589988218426 0.015229810287113933 -0.017132308679783992 -0.016195520735391107 0.024531110526722456 -0.00086367891267915122 0.0038209195187422595
leaf_weight=0.0010230340788848396 0.0014279967413602596 0.0012392517052380921 0.0010783233312147921 0.0015337660467676286 0.0013839544423233493 0.0016370090168660635 0.0010039655483793709
leaf_count=242 239 424 1418 357 551 326 353
internal_value=0 -0.00173945 -0.00448476 -0.00104597 0.00350717 0.0107701 -0.00702981
internal_weight=0 0.0088993 0.00766005 0.00663702 0.00510325 0.00302096 0.00208229
internal_count=3910 3671 3247 3005 2648 877 1771
is_linear=0
shrinkage=0.1


Tree=5495
num_leaves=10
num_cat=0
split_feature=11 3 49 48 42 3 0 15 3
split_gain=5.24141e-05 6.8717e-05 5.628e-05 5.27023e-05 4.18791e-05 6.27078e-05 4.19706e-05 4.82123e-05 1.33361e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.006494999999999999 0.082705000000000015 -0.082904999999999993 -0.075954999999999981 -0.052874999999999998 -0.064869999999999983 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 8 -7
right_child=-2 2 4 -5 5 6 -8 -9 -10
leaf_value=0.00045833829323037507 -0.00044350279722169889 -0.00061557844276624596 0.00039323736643052476 -5.9468757084491751e-05 -0.00041597218374246896 0.00018870268617868238 -0.0002270691598552202 0.00052378010527130226 -0.00012676860492847976
leaf_weight=0.0012480616400746538 0.0010004717370561281 0.001034705098001713 0.0012316552928359533 0.0017863091372214163 0.0011414941502160452 0.0010249339704656813 0.0011231268923966391 0.0012056232801749577 0.0010358858240669296
leaf_count=192 254 365 451 308 1288 357 243 327 125
internal_value=0 2.55645e-05 -3.07943e-05 -0.000263441 6.62525e-05 -6.56037e-06 9.99059e-05 0.000212332 3.01288e-05
internal_weight=0 0.0108318 0.00958373 0.00282101 0.00676272 0.00553106 0.00438957 0.00326644 0.00206082
internal_count=3910 3656 3464 673 2791 2340 1052 809 482
is_linear=0
shrinkage=0.00196078


Tree=5496
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 0 0 3 16
split_gain=3.85123e-05 0.000100795 7.5243e-05 0.000100417 5.43946e-05 7.1828e-05 6.87286e-05 5.83145e-05 6.15235e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.084235000000000018 -0.10575999999999998 -0.06402999999999999 -0.013944999999999997 -0.0072149999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -6
right_child=-2 -3 -4 -5 7 6 -8 -9 -10
leaf_value=0.00054110582614522358 -0.00037679464960963411 0.00055580331605401803 -0.00052831092060281364 0.00048586089773020887 -0.0003679717503465248 -0.0004140701581948234 0.00025804068369472108 -0.00051121199742002767 0.00030699409589576469
leaf_weight=0.0010064866627067111 0.0010169026414961887 0.0012097684933488452 0.0010959537656755692 0.0014592147451389552 0.001008835000674608 0.0011957063815751471 0.0011451675274567264 0.0016877175121878963 0.0010697628044559968
leaf_count=102 161 279 398 425 932 754 188 225 446
internal_value=0 2.22253e-05 -4.45361e-05 1.73094e-05 -7.88037e-05 0.000103069 -8.52701e-05 -0.000240445 -2.05965e-05
internal_weight=0 0.0108786 0.00966884 0.00857289 0.00711368 0.00334736 0.00234087 0.00376632 0.0020786
internal_count=3910 3749 3470 3072 2647 1044 942 1603 1378
is_linear=0
shrinkage=0.00196078


Tree=5497
num_leaves=8
num_cat=0
split_feature=42 51 42 0 1 0 2
split_gain=1.50965e-05 4.17025e-05 3.21682e-05 5.19292e-05 3.43174e-05 5.92899e-05 2.75508e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.091955000000000023 -0.074249999999999997 0.094485000000000013 -0.19631499999999999 0.086915000000000006
decision_type=2 2 2 2 2 2 2
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right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0087257712160132717 -0.014871938967709449 -0.019650045436970846 -0.011598668620260181 0.021041962861543449 -0.0076760412420588016 0.025499346692471749 0.0028126541280762084
leaf_weight=0.001722141638828543 0.0013143976285776978 0.0010181850303256571 0.0010642110495143351 0.0018925068078410158 0.0010033714239714722 0.0011632304135071384 0.0011774582639356168
leaf_count=1060 521 523 716 337 108 249 396
internal_value=0 0.00152838 0.00447368 0.0072083 0.00120674 0.0101355 -0.00760397
internal_weight=0 0.00863336 0.00731896 0.00625475 0.00436225 0.0021666 0.00219564
internal_count=3910 2850 2329 1613 1276 357 919
is_linear=0
shrinkage=0.1


Tree=5498
num_leaves=10
num_cat=0
split_feature=15 2 16 52 15 42 12 52 49
split_gain=3.07409e-05 3.02176e-05 0.000100495 6.395e-05 6.12158e-05 0.000124089 0.000140235 0.000144224 5.90791e-05
threshold=-0.24219999999999997 0.11005500000000001 -0.13863999999999996 0.098910000000000012 -0.076594999999999983 -1.0000000180025095e-35 0.092150000000000024 -0.0066199999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 -6 7 -7 -2
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.0003078800318965483 4.302694767031688e-06 -0.00033044805304170824 0.00044694328393662003 -0.00052670869207221114 -0.00042943913401235616 -0.00050806080299801906 0.00090984044186430586 0.00048808244089734455 -0.00062690153674010746
leaf_weight=0.0010484131079715976 0.0012132293769887841 0.001064156387766494 0.001601478072806087 0.0011760166150923635 0.0012277791315868768 0.0010351109382805322 0.0010078405874579324 0.0012143652992326404 0.0010754745635215856
leaf_count=317 218 152 414 569 592 485 292 398 473
internal_value=0 -4.40645e-05 0.000136598 -0.000104642 -3.13661e-05 0.000101788 0.000302023 2.97007e-05 -0.000292304
internal_weight=0 0.0106155 0.00266563 0.00794982 0.0067738 0.0044851 0.00325732 0.00224948 0.0022887
internal_count=3910 3593 566 3027 2458 1767 1175 883 691
is_linear=0
shrinkage=0.00196078


Tree=5499
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 1 13
split_gain=3.17728e-05 8.7631e-05 7.64489e-05 7.44993e-05 5.5719e-05 8.09269e-05 5.73293e-05 7.15796e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 0.096035000000000023 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00046144630587268478 -0.0003424225602071927 0.000530232573584605 -0.00053815182910907844 0.00043056881575369966 -0.00030922427072839704 0.00041059168903685874 -0.00050765169386021692 0.00027667272445427966
leaf_weight=0.0011291761591673546 0.0010177802246600009 0.0011542584306493383 0.0010603476661885788 0.0014163323281241036 0.0014676674660544849 0.0014789101633584621 0.0010984428133350918 0.0017667472729236513
leaf_count=175 161 279 398 425 1486 213 306 467
internal_value=0 2.03129e-05 -4.21847e-05 2.07422e-05 -6.28848e-05 1.45522e-05 -0.000120626 1.08126e-05
internal_weight=0 0.0105719 0.00941762 0.00835728 0.00694094 0.00581177 0.00433286 0.00323441
internal_count=3910 3749 3470 3072 2647 2472 2259 1953
is_linear=0
shrinkage=0.00196078


Tree=5500
num_leaves=8
num_cat=0
split_feature=50 4 12 3 43 0 12
split_gain=1.49796e-05 2.81775e-05 4.08654e-05 3.89654e-05 5.77704e-05 5.72551e-05 5.51164e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.096385000000000012 -0.074254999999999988 -0.07773999999999999 0.083325000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.019138150532478648 -0.011738176490081177 0.015151972946521115 -0.0083011526356812741 0.013783748536747888 -0.0009426223977153117 0.023709208512003095 -0.02929786859108667
leaf_weight=0.0010839657619020207 0.0010108663344816108 0.0012345231840488894 0.0010274376406244244 0.0019398006238078441 0.001709254464316687 0.0012249659381506721 0.001144537179120904
leaf_count=282 689 396 651 189 217 290 1196
internal_value=0 0.00107518 -0.00106237 0.00171844 -0.00286507 0.00910763 -0.0123147
internal_weight=0 0.00936448 0.00812996 0.007046 0.0051062 0.0022524 0.00285379
internal_count=3910 3221 2825 2543 2354 941 1413
is_linear=0
shrinkage=0.1


Tree=5501
num_leaves=8
num_cat=0
split_feature=47 52 47 13 49 160 52
split_gain=1.2801e-05 4.3385e-05 4.2159e-05 3.59992e-05 4.46745e-05 6.83191e-05 4.58276e-05
threshold=0.11669500000000001 0.11401500000000002 0.092255000000000018 -0.09547499999999999 -0.081274999999999986 -0.026849999999999995 -0.0041199999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.012942978303752687 -0.01054817410450567 -0.017751512345579982 0.021849693592634736 0.01554947293085979 0.013640837768455 -0.030116069978353345 -0.0056277786952320941
leaf_weight=0.0017986724777106448 0.0010636535137306365 0.0010856783636481208 0.0010883816716096674 0.0010058165375613146 0.0011003194438052003 0.0012579490918453807 0.0019470285428725156
leaf_count=338 179 606 199 205 451 711 1221
internal_value=0 0.0010336 0.00352131 0.000715555 -0.00342541 -0.00785838 -0.0152394
internal_weight=0 0.00928385 0.00819817 0.00710979 0.00531111 0.0043053 0.00320498
internal_count=3910 3731 3125 2926 2588 2383 1932
is_linear=0
shrinkage=0.1


Tree=5502
num_leaves=9
num_cat=0
split_feature=43 13 0 457 13 15 12 1
split_gain=1.31935e-05 3.41744e-05 4.21004e-05 2.55158e-05 4.64341e-05 5.12089e-05 2.90357e-05 7.33918e-07
threshold=-0.053009999999999995 0.17936000000000002 -0.077944999999999987 0.082870000000000013 -0.09547499999999999 -1.0000000180025095e-35 0.089855000000000004 0.10884000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -2 -6
right_child=3 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0033951980473023871 0.018258202176155296 -0.010583538843131192 0.021895785443489517 0.010487540021530864 -0.00069648223303294776 -0.027555352710640493 -0.0057599576416830466 -0.0045242021054339521
leaf_weight=0.0011849716422822022 0.001011062877067311 0.0010587718090940505 0.0014805993710643424 0.0011811191805911362 0.0010002217166679398 0.0013971461540933706 0.0010022944757458673 0.0010034594200277972
leaf_count=1052 266 206 540 170 345 1081 102 148
internal_value=0 0.00461561 0.0106528 -0.00282948 -0.00573463 -0.0128602 0.00630142 -0.00261343
internal_weight=0 0.00372434 0.00266557 0.0065953 0.00541418 0.00340083 0.00201336 0.00200368
internal_count=3910 1798 1592 2112 1942 1574 368 493
is_linear=0
shrinkage=0.1


Tree=5503
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 42 13 12
split_gain=3.17797e-05 4.4046e-05 0.000123643 6.70459e-05 6.94982e-05 4.29218e-05 6.31049e-05 4.01689e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.082904999999999993 -0.083924999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.00024545315191965787 -0.0003409629622878051 -0.00018257741958732572 0.00058123450578600067 0.00030913227953161161 -0.00061665310362567021 0.00016497392933814646 -8.8576700740327011e-05 -0.00062132773663821708
leaf_weight=0.0013210801121058937 0.0010038983366921503 0.0015705393139842929 0.001693308931014047 0.0015079530148790817 0.0010308520884860367 0.0013478826240821773 0.001014360223817921 0.0011737642611776059
leaf_count=400 254 115 604 421 230 692 218 976
internal_value=0 2.39622e-05 0.000213694 -5.97674e-05 -0.000154246 -5.61061e-05 -0.000168771 -0.000374358
internal_weight=0 0.0106597 0.00326385 0.00739589 0.00588794 0.00485709 0.00353601 0.00218812
internal_count=3910 3656 719 2937 2516 2286 1886 1194
is_linear=0
shrinkage=0.00196078


Tree=5504
num_leaves=10
num_cat=0
split_feature=484 4 0 49 12 16 4 12 15
split_gain=8.34805e-05 7.80895e-05 0.000103299 6.51306e-05 0.000100669 7.50368e-05 6.90455e-05 0.000111129 7.36961e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.084114999999999981 -0.023959999999999995 -0.30307999999999996 0.08734500000000002 0.086935000000000012 -0.0089749999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 -7
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00054712484217382131 -0.00046479162153134033 -0.00037293191263262855 0.00066103883514102304 -0.00047263278786264455 -0.00025232015476363756 8.2349887786931582e-05 0.00069091727928748288 -0.00027797745736953683 0.00070345135938028336
leaf_weight=0.0010331451186091434 0.0010895224847810208 0.0013787371870701186 0.0010799943736442804 0.0010645320699733526 0.0012849895355278133 0.0015304400235323736 0.0011958446580999024 0.0014819832437769861 0.0014122244439088924
leaf_count=627 151 220 152 397 232 257 104 1366 404
internal_value=0 3.47027e-05 8.68864e-05 2.05587e-05 8.86288e-05 0.000175152 0.000272883 0.000159901 0.000380425
internal_weight=0 0.0115183 0.0104287 0.00934875 0.00797001 0.00690548 0.00562049 0.00442465 0.00294266
internal_count=3910 3283 3132 2980 2760 2363 2131 2027 661
is_linear=0
shrinkage=0.00196078


Tree=5505
num_leaves=9
num_cat=0
split_feature=11 16 2 4 0 2 2 0
split_gain=1.29706e-05 2.25426e-05 3.93987e-05 8.29171e-05 5.08255e-05 3.15052e-05 5.32775e-05 0.000100325
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.11991499999999998 0.089910000000000004 0.084065000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -5
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=-0.011672334376578665 -0.010920989299825488 -0.02724154889815247 -0.0023222838441112046 0.031159778366456461 0.027944796521920969 0.018366259093445719 -0.019893407864148446 -0.0085187127719337803
leaf_weight=0.0012174083019991398 0.0010079650760669448 0.0010237134023903327 0.0010155553934251122 0.0010444593411297132 0.0012228648652237095 0.0011704909436461995 0.0010210885798812765 0.0016343879622856398
leaf_count=394 279 141 116 74 465 642 907 892
internal_value=0 0.00101857 0.00291834 -0.00137097 0.0142128 0.00406676 -0.000456952 0.00695159
internal_weight=0 0.00934997 0.00813256 0.00589414 0.00223842 0.00487043 0.00369994 0.00267885
internal_count=3910 3631 3237 2656 581 2515 1873 966
is_linear=0
shrinkage=0.1


Tree=5506
num_leaves=8
num_cat=0
split_feature=48 48 51 1 2 3 0
split_gain=4.03833e-05 7.47363e-05 7.66832e-05 7.63962e-05 6.58408e-05 3.98761e-05 4.4004e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.10393500000000001 -0.089974999999999986 -0.084304999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00025897440053003685 -0.00038302743872961473 0.00050121048042193041 -0.000529713139566951 0.00038111543663490202 -0.00039576461848730618 -3.9696566907721383e-05 0.00040447919349896589
leaf_weight=0.0011821333554717884 0.0010115948909620838 0.0011396606540829681 0.0010505857708437592 0.0018714137018963073 0.0017318237250735008 0.0019268852087394191 0.0015451490588454003
leaf_count=466 161 279 398 421 455 893 837
internal_value=0 2.72672e-05 -3.07619e-05 3.27194e-05 -6.93779e-05 5.20711e-05 0.000157974
internal_weight=0 0.0104477 0.00930799 0.00825741 0.00638599 0.00465417 0.00347203
internal_count=3910 3749 3470 3072 2651 2196 1730
is_linear=0
shrinkage=0.00196078


Tree=5507
num_leaves=8
num_cat=0
split_feature=50 48 12 1 48 42 3
split_gain=1.34319e-05 2.94474e-05 4.86248e-05 0.000117632 3.90848e-05 5.89547e-05 5.82081e-05
threshold=0.088425000000000017 0.11379500000000002 -0.023959999999999995 0.11198000000000001 0.083775000000000002 0.084100000000000022 -0.080744999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.016756564132137334 -0.011126031251679699 -0.015125535080701094 0.018457428859680349 0.030951466738660789 0.013177766662172564 -0.026275574365821133 -0.0093452408917875825
leaf_weight=0.0010839114090697112 0.0010036693911589746 0.0010045896431597071 0.0012144082285966942 0.0014942172157960251 0.0015262870162313291 0.001031688173514071 0.0019820500919962708
leaf_count=435 689 145 759 270 317 941 354
internal_value=0 0.00104824 0.00299818 0.00595217 -0.000539241 -0.00549084 0.00121763
internal_weight=0 0.00933715 0.00833256 0.00724865 0.00575443 0.00422815 0.00319646
internal_count=3910 3221 3076 2641 2371 2054 1113
is_linear=0
shrinkage=0.1


Tree=5508
num_leaves=9
num_cat=0
split_feature=11 48 2 159 52 150 15 3
split_gain=3.23544e-05 3.57536e-05 5.1399e-05 6.34822e-05 6.30043e-05 9.26486e-05 6.9613e-05 7.39433e-05
threshold=0.078340000000000007 0.096835000000000018 0.11260500000000001 0.082325000000000023 0.086950000000000013 0.083935000000000023 -0.017214999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-8.7311989424146256e-05 -0.00033385846271217595 0.00029630048960270315 0.00029332350135429246 -0.00054278516598852647 -0.00037261588221604883 -0.00042496125947738425 8.6663460743236634e-05 0.00080558075456656024
leaf_weight=0.0015047448304651395 0.0010427594537670689 0.001618434310521528 0.0016355751659129858 0.0010283544197918033 0.0014626440628976427 0.0010379784626460753 0.0010597702125161828 0.0011436108040490493
leaf_count=467 263 341 471 408 818 287 635 220
internal_value=0 2.82856e-05 -2.06021e-05 -9.15489e-05 -1.68107e-05 9.28406e-05 0.000237784 0.0004598
internal_weight=0 0.0104911 0.00887268 0.0072371 0.00620875 0.0047461 0.00370813 0.00220338
internal_count=3910 3647 3306 2835 2427 1609 1322 855
is_linear=0
shrinkage=0.00196078


Tree=5509
num_leaves=7
num_cat=0
split_feature=0 51 2 49 51 49
split_gain=1.42315e-05 2.13818e-05 3.25429e-05 4.75565e-05 7.16297e-05 0.000108221
threshold=1.0000000180025095e-35 -0.07742499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.081825000000000009 -0.0019649999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.011862183564904457 0.0074643815712369449 -0.011675942653227715 -0.0051058752644474927 -0.012124472644708133 -0.0090488352241871722 0.037553484847217398
leaf_weight=0.0017221591672084745 0.0019954732250304025 0.0016181568707627457 0.0010008665687242994 0.0012634279142210913 0.0012623345390398652 0.0014653256294413935
leaf_count=555 394 731 380 512 314 1024
internal_value=0 -0.00193769 0.00064798 0.00464282 0.0103245 0.0202408
internal_weight=0 0.00833227 0.00661011 0.00499195 0.00372853 0.00246619
internal_count=3910 3516 2961 2230 1718 1404
is_linear=0
shrinkage=0.1


Tree=5510
num_leaves=8
num_cat=0
split_feature=1 0 12 47 4 2 2
split_gain=1.37343e-05 3.97674e-05 2.24177e-05 4.52238e-05 8.04877e-05 6.70012e-05 6.59235e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.086245000000000002 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -6
right_child=2 -3 3 -5 6 -7 -8
leaf_value=-0.015158214895966585 0.014826306630655173 0.0068794896543103792 0.0087391838996228547 -0.01556413706846338 0.033532649716647017 -0.027602578006912827 -0.00030195376930170414
leaf_weight=0.0018496004274191685 0.001203757017950449 0.001469303384473473 0.0010041242251054223 0.0014351689962667467 0.0012280750908077122 0.0010253250609280446 0.0010843081183493357
leaf_count=1913 450 95 550 263 168 330 141
internal_value=0 -0.00540196 0.0024119 -0.000174893 0.00491194 -0.00962152 0.0176671
internal_weight=0 0.0033189 0.00698076 0.005777 0.00434183 0.00202945 0.00231238
internal_count=3910 2008 1902 1452 1189 880 309
is_linear=0
shrinkage=0.1


Tree=5511
num_leaves=8
num_cat=0
split_feature=48 51 2 4 0 1 13
split_gain=1.36353e-05 4.34185e-05 6.81316e-05 4.97337e-05 7.67649e-05 4.73708e-05 4.50869e-05
threshold=0.093225000000000016 0.08482000000000002 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 0.095825000000000007 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.023704450585325079 0.007472098579421326 -0.020224751194966344 0.022183226446830157 -0.013496680175940558 0.021350279208729159 -0.025300243623723007 0.012682164611226891
leaf_weight=0.0010089275463124577 0.0019330374746888467 0.0011140607693383413 0.0012530851523502428 0.0012562724441292201 0.0013162030531300795 0.0010051120562158795 0.0013811770600404118
leaf_count=175 440 405 425 1480 213 312 460
internal_value=0 -0.00184979 0.000985203 -0.00346592 0.000651882 -0.00682728 0.000212632
internal_weight=0 0.00833484 0.00722078 0.00596769 0.00495876 0.00364256 0.00263745
internal_count=3910 3470 3065 2640 2465 2252 1940
is_linear=0
shrinkage=0.1


Tree=5512
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 43 0 12
split_gain=3.39983e-05 9.61753e-05 6.5763e-05 6.06902e-05 4.96351e-05 4.54959e-05 7.9871e-05 4.06023e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.10113500000000002 -0.0037249999999999996 -0.077944999999999987 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.00053988227177777627 -0.0003576687257897136 0.00055582997917617339 -0.00051127708007502287 0.00038822796055216341 -0.00044842330178329956 3.0640534634574553e-06 0.00012366686946720763 0.00048767185983750346
leaf_weight=0.0012359864259128834 0.0010012191094615893 0.0011478538021907339 0.0010368467293784883 0.0013770861195725277 0.0010813233749490652 0.001761205928158158 0.0016006196758726048 0.0010676543150140187
leaf_count=1204 161 279 398 425 310 344 399 390
internal_value=0 2.0793e-05 -4.6248e-05 1.31034e-05 -6.34632e-05 1.00112e-05 -0.00016546 0.000185962
internal_weight=0 0.0103086 0.00916072 0.00812388 0.00674679 0.00566547 0.00283661 0.00282886
internal_count=3910 3749 3470 3072 2647 2337 1603 734
is_linear=0
shrinkage=0.00196078


Tree=5513
num_leaves=9
num_cat=0
split_feature=133 50 51 43 12 160 47 15
split_gain=2.87242e-05 4.23486e-05 4.32553e-05 6.18518e-05 5.84806e-05 4.95733e-05 7.56218e-05 3.13336e-05
threshold=0.099765000000000006 0.086465000000000014 -0.07742499999999998 -0.15109999999999998 0.086935000000000012 0.087825000000000014 0.077735000000000012 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00019523765175066631 -0.00032450780741667126 -0.00034923835129751959 0.00055317612732262646 0.00075256579266604095 -0.00024210679759474325 -0.00019638023938488346 -0.00014251124701281806 0.00028993789562281879
leaf_weight=0.0019560894216466961 0.0010158700860541546 0.0010648334703751783 0.0011375255230065004 0.0010105527903680814 0.0017973768600123945 0.0010356178293277401 0.0010427550113360521 0.0012705480628476132
leaf_count=563 608 562 178 377 903 175 143 401
internal_value=0 2.10581e-05 6.36834e-05 0.000133117 5.55075e-05 0.000178211 0.000294923 0.000494887
internal_weight=0 0.0103153 0.00925047 0.00729438 0.00615685 0.00435947 0.00332386 0.0022811
internal_count=3910 3302 2740 2177 1999 1096 921 778
is_linear=0
shrinkage=0.00196078


Tree=5514
num_leaves=7
num_cat=0
split_feature=43 13 12 52 15 2
split_gain=1.39441e-05 3.14151e-05 3.13874e-05 2.44413e-05 4.64339e-05 8.68694e-05
threshold=-0.053009999999999995 0.17936000000000002 0.085845000000000019 -0.087604999999999988 -0.10192499999999999 0.093070000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6
right_child=3 -3 -4 4 5 -7
leaf_value=0.024371115619271671 -0.0172483722531056 -0.0097654211214913481 0.0020470454148047048 -0.013941138275922955 0.020459146943100071 -0.009712622939803843
leaf_weight=0.001018328274907791 0.0010031256561545462 0.0010627685018211788 0.0016507515329130353 0.0017175549288671152 0.0019714265678810504 0.0018494929165040193
leaf_count=634 375 206 958 391 948 398
internal_value=0 0.00477473 0.0105643 -0.00288564 -0.000284265 0.00585468
internal_weight=0 0.00373185 0.00266908 0.0065416 0.00553847 0.00382092
internal_count=3910 1798 1592 2112 1737 1346
is_linear=0
shrinkage=0.1


Tree=5515
num_leaves=10
num_cat=0
split_feature=484 4 0 1 42 12 2 3 16
split_gain=0.000101265 7.0829e-05 0.000103318 6.77872e-05 8.08875e-05 5.1037e-05 0.000116376 0.000112476 7.96154e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 0.10106500000000002 1.0000000180025095e-35 0.090325000000000003 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8 -9
right_child=1 2 -4 5 -6 -7 7 8 -10
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leaf_weight=0.0010308309859833444 0.0010267178068691174 0.0011672351440397042 0.0010691693564627422 0.0019651609945399483 0.0010114892585955898 0.0010021571702290878 0.0016353152648878027 0.0010338429176136154 0.0014337386999991215
leaf_count=627 151 799 152 648 731 183 330 135 154
internal_value=0 3.47512e-05 8.36234e-05 1.69128e-05 -0.000285481 0.000110097 4.23954e-05 0.000230323 -3.39664e-05
internal_weight=0 0.0113448 0.0103181 0.00924894 0.00217872 0.00707022 0.00606806 0.0041029 0.00246758
internal_count=3910 3283 3132 2980 1530 1450 1267 619 289
is_linear=0
shrinkage=0.00196078


Tree=5516
num_leaves=10
num_cat=0
split_feature=158 156 42 15 12 13 3 43 15
split_gain=4.62791e-05 6.62436e-05 6.27929e-05 9.41496e-05 7.01791e-05 0.000109745 0.000113347 5.97226e-05 5.71067e-05
threshold=1.0000000180025095e-35 0.084090000000000012 -0.090359999999999982 -0.095799999999999982 0.098845000000000016 0.0015650000000000002 0.096385000000000012 -0.07526999999999999 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 7 -5 -4
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00034440611261340971 -0.00041283294372224512 -0.00040650570481284647 0.00013027875025483095 0.00030289226496341251 -0.00015706179787822348 0.00093301532608684333 0.00067092504885181154 -0.00031061552487549353 -0.00047769296743360983
leaf_weight=0.0011754453441656489 0.0010099710832508603 0.0012097487098058348 0.0011238102520541656 0.0011149014356850902 0.0011958749516533078 0.001054567423084669 0.0013693940041347827 0.0013471710300419931 0.0012599267574918871
leaf_count=351 488 510 288 506 329 166 150 873 249
internal_value=0 2.59938e-05 8.02632e-05 0.000139228 0.000268683 0.000372885 0.000218716 -3.28005e-05 -0.000191065
internal_weight=0 0.0108508 0.00964109 0.00846565 0.00608191 0.00488603 0.00383147 0.00246207 0.00238374
internal_count=3910 3422 2912 2561 2024 1695 1529 1379 537
is_linear=0
shrinkage=0.00196078


Tree=5517
num_leaves=9
num_cat=0
split_feature=484 42 43 0 15 52 2 3
split_gain=9.83098e-05 5.4954e-05 7.44868e-05 8.61488e-05 6.27491e-05 9.60638e-05 7.52695e-05 6.75934e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.083899999999999988 -0.077944999999999987 1.0000000180025095e-35 -0.081429999999999989 0.087995000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8
right_child=1 2 4 -5 -6 6 7 -9
leaf_value=-0.00058909513312313305 -0.00038767471635703366 -2.4223741761811389e-05 0.0004967262360434302 0.00072675811885915601 -0.00031769650956616104 -0.00047084325088082423 0.00036799102989613203 -0.00018121603589283728
leaf_weight=0.0010223544938371314 0.0010277446822974197 0.0010577128806799584 0.0016605461366943942 0.0013204634072319114 0.0018632709093353338 0.0012205758146022908 0.0017382487524581522 0.0017083020915986892
leaf_count=627 254 444 462 214 995 352 414 148
internal_value=0 4.51739e-05 8.72642e-05 0.000392753 -1.43201e-06 9.16965e-05 -5.24116e-05 9.57735e-05
internal_weight=0 0.0115969 0.0105691 0.00237818 0.00819094 0.00632767 0.00466713 0.00344655
internal_count=3910 3283 3029 658 2371 1376 914 562
is_linear=0
shrinkage=0.00196078


Tree=5518
num_leaves=10
num_cat=0
split_feature=484 133 484 16 16 2 51 3 2
split_gain=0.000100946 4.60321e-05 7.79711e-05 9.87224e-05 9.68473e-05 7.62615e-05 6.92787e-05 9.26553e-05 0.000105602
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 -0.014099999999999998 0.3935300000000001 0.096540000000000015 0.077145000000000005 0.090325000000000003 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00060526232983191912 -0.00027491077222520469 -0.00035438818216452567 -0.00043405216844856248 0.00031963678592396945 -6.1113102035164059e-05 0.0010159845463420965 0.000325849240165172 -0.000663667654973754 0.00049558962409414513
leaf_weight=0.001021306313586043 0.0018365072975659838 0.0010421251453954202 0.0010289670393537958 0.0014890166962373066 0.0012762639631228945 0.0010180883050914646 0.0015023559263423764 0.0010639867421502261 0.0010896712664342123
leaf_count=627 796 516 327 393 283 203 305 135 325
internal_value=0 3.833e-05 7.80454e-05 0.000134852 0.000378581 0.000602411 -3.30336e-05 -0.000168158 1.20137e-05
internal_weight=0 0.011347 0.0103049 0.00927589 0.00378337 0.00250711 0.00549252 0.00399017 0.00292618
internal_count=3910 3283 2767 2440 879 596 1561 1256 1121
is_linear=0
shrinkage=0.00196078


Tree=5519
num_leaves=10
num_cat=0
split_feature=11 159 3 49 3 52 160 16 0
split_gain=4.61181e-05 4.11765e-05 8.89315e-05 7.45897e-05 7.3915e-05 5.3349e-05 4.9478e-05 4.93866e-05 7.27325e-05
threshold=0.079700000000000007 0.09141500000000001 -0.12008499999999998 -0.006494999999999999 -0.078884999999999997 -0.048794999999999991 0.069910000000000014 0.10994000000000002 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 8 -7
right_child=-2 -3 3 4 5 7 -8 -9 -10
leaf_value=0.00060624446251862185 -0.00042180611601684619 -0.00035805158552599696 -0.0005099188500807399 -0.00032935116948720967 0.00056719677292103822 -3.8288896641659334e-05 1.2111935045701257e-05 -0.00026744570494659009 0.00060611404538953918
leaf_weight=0.0010088100116823874 0.0010103568702640705 0.0010272982136091307 0.0015339495568636489 0.0011793462436903556 0.0012500234626627422 0.0015779743544517824 0.0012809449880998136 0.0010252778331609779 0.0011747040148783489
leaf_count=140 254 447 410 1330 242 203 187 67 630
internal_value=0 1.58301e-05 5.41201e-05 -7.61512e-06 0.000112443 0.000216069 -0.000272364 9.98899e-05 0.00023671
internal_weight=0 0.0110583 0.010031 0.00902222 0.00620733 0.00502798 0.00281489 0.00377796 0.00275268
internal_count=3910 3656 3209 3069 2472 1142 597 900 833
is_linear=0
shrinkage=0.00196078


Tree=5520
num_leaves=8
num_cat=0
split_feature=0 1 2 0 52 12 12
split_gain=1.32436e-05 2.64023e-05 4.67098e-05 7.57903e-05 7.51115e-05 5.73141e-05 1.75058e-06
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.15007499999999999 -0.010284999999999997 0.095920000000000019 0.091555000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -2
right_child=6 2 3 -5 -6 -7 -8
leaf_value=-0.012702821689811301 0.01007954192289926 -0.022935446883430924 -0.019798923620395658 0.027108449186025032 0.012823079457752035 0.0081759313873049251 0.0041795922360066051
leaf_weight=0.0017796798994046507 0.0010107109165809311 0.0014231464211347106 0.0012771803762877036 0.0013330481101503297 0.0015776729992837445 0.0010140669499645438 0.0010009479351205598
leaf_count=1896 255 618 113 423 241 225 139
internal_value=0 -0.0018889 0.001016 0.00742154 -0.00177108 -0.00999074 0.00714388
internal_weight=0 0.00840479 0.00662511 0.0041879 0.00285485 0.00243721 0.00201166
internal_count=3910 3516 1620 777 354 843 394
is_linear=0
shrinkage=0.1


Tree=5521
num_leaves=9
num_cat=0
split_feature=158 48 50 48 1 2 13 3
split_gain=3.81811e-05 5.30728e-05 9.38951e-05 7.10559e-05 7.76282e-05 7.18451e-05 4.38366e-05 4.83619e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.081160000000000024 0.093225000000000016 0.11198000000000001 0.10362500000000001 -0.070604999999999987 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00039594664892746379 -0.00037844969239186937 -0.00040820350404642249 -0.0004872636169109424 0.00059737447488578046 0.00042494212032761727 -0.00038457332387068014 -0.00036587348379978226 0.00015178897453222646
leaf_weight=0.0012852038630308655 0.0010009132460799463 0.0010025276222347711 0.001056436620445249 0.001100742251156253 0.0017752138912141948 0.0016887352970416936 0.0010920364735208031 0.0019029486814269485
leaf_count=712 488 150 666 221 333 407 660 273
internal_value=0 2.17033e-05 6.52322e-05 0.000131223 6.49643e-05 -4.20965e-05 9.30266e-05 -3.6962e-05
internal_weight=0 0.0109038 0.00990132 0.00884488 0.00774414 0.00596892 0.00428019 0.00299499
internal_count=3910 3422 3272 2606 2385 2052 1645 933
is_linear=0
shrinkage=0.00196078


Tree=5522
num_leaves=9
num_cat=0
split_feature=11 49 160 133 3 12 160 3
split_gain=1.44224e-05 2.14762e-05 2.85779e-05 3.77516e-05 5.05239e-05 0.000104348 4.16262e-05 1.851e-05
threshold=0.077330000000000024 0.093425000000000022 0.087825000000000014 0.087720000000000006 -0.015064999999999997 0.086935000000000012 -0.025614999999999995 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8
right_child=-2 -3 -4 -5 6 -7 7 -9
leaf_value=0.039236519730026849 -0.011496882697005096 0.014223170664891652 -0.015226659877741706 -0.015501329594825006 0.011693775545525538 -0.0002157716468187751 -0.0215927679249064 -0.002704798185969309
leaf_weight=0.0010643573925641738 0.0010095801438647885 0.0010981621011334356 0.0011585058956830093 0.0010821958251348799 0.0011150200202137582 0.0018112841923636107 0.0010502448015220587 0.0010254211074984863
leaf_count=609 279 521 334 642 181 966 216 162
internal_value=0 0.00108048 -0.000656944 0.00170426 0.00477363 0.0143867 -0.00389022 -0.0122617
internal_weight=0 0.00940519 0.00830703 0.00714852 0.00606633 0.00287564 0.00319069 0.00207567
internal_count=3910 3631 3110 2776 2134 1575 559 378
is_linear=0
shrinkage=0.1


Tree=5523
num_leaves=10
num_cat=0
split_feature=484 1375 484 133 16 16 151 1 13
split_gain=8.307e-05 3.33366e-05 5.17657e-05 5.56809e-05 7.4407e-05 5.7151e-05 4.23461e-05 0.000113345 3.57634e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -8 -7
right_child=1 2 -4 -5 5 8 7 -9 -10
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leaf_weight=0.001005254347254343 0.0010165309240053504 0.0010489029262822085 0.0010647379593089817 0.0010435251141899535 0.0012954747756104604 0.0011331806686751349 0.0017240239199127535 0.0018487456464499484 0.0010082180344904036
leaf_count=627 146 196 333 500 408 264 985 297 154
internal_value=0 4.02116e-05 7.40627e-05 0.000121916 0.000177103 0.00039559 1.46262e-05 0.000116322 0.000198926
internal_weight=0 0.0111833 0.0101668 0.00910207 0.00805855 0.00343687 0.00462167 0.00357277 0.0021414
internal_count=3910 3283 3137 2804 2304 826 1478 1282 418
is_linear=0
shrinkage=0.00196078


Tree=5524
num_leaves=9
num_cat=0
split_feature=48 48 51 2 159 52 13 4
split_gain=2.93889e-05 9.55362e-05 6.89448e-05 7.02992e-05 6.23022e-05 4.93385e-05 9.07481e-05 4.36381e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.085035000000000013 0.084240000000000023 -0.083514999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00059644748346467298 -0.0003280573687090535 0.00055100683075325215 -0.0005161670568043274 0.00041207821450459949 -0.00051241558190583429 -0.00027168680359317024 0.00020992082069018033 -0.00026331400152185497
leaf_weight=0.0011431353182386628 0.0010167699123058522 0.0011632354139731607 0.0010581906628793882 0.0014224636508088718 0.0010261761542028972 0.0016868272750421368 0.0013542077185205307 0.0016767317068856716
leaf_count=441 161 279 398 425 383 884 647 292
internal_value=0 2.10224e-05 -4.47883e-05 1.52401e-05 -6.67232e-05 1.13124e-05 0.000125678 -5.18752e-05
internal_weight=0 0.010531 0.00936773 0.00830954 0.00688708 0.0058609 0.00417407 0.00303094
internal_count=3910 3749 3470 3072 2647 2264 1380 939
is_linear=0
shrinkage=0.00196078


Tree=5525
num_leaves=8
num_cat=0
split_feature=150 151 52 13 2 0 12
split_gain=1.6602e-05 5.24275e-05 3.85465e-05 4.17595e-05 6.67963e-05 3.56664e-05 2.93254e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.11401500000000002 -0.074599999999999986 0.091525000000000009 -0.053834999999999994 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.022947928138643478 0.0080995044060880386 -0.0050811600092025696 -0.016376747846896907 -0.0054646445931845408 0.028620754837404335 -0.015518888077663225 0.016118305196153287
leaf_weight=0.0010526351970920264 0.0019833649121631146 0.0010238147360141275 0.001099085716174667 0.0013576883279896972 0.0013818184801094857 0.0013634393845305859 0.0011738220422276117
leaf_count=360 513 593 561 361 272 380 870
internal_value=0 -0.00206654 0.000903925 0.0039184 0.0142775 -0.0024797 0.00454303
internal_weight=0 0.0084523 0.00739967 0.00630058 0.00240563 0.00389495 0.00253151
internal_count=3910 3397 3037 2476 865 1611 1231
is_linear=0
shrinkage=0.1


Tree=5526
num_leaves=10
num_cat=0
split_feature=158 50 156 42 15 2 0 2 2
split_gain=3.96298e-05 7.31872e-05 8.91721e-05 5.76659e-05 6.6363e-05 5.46152e-05 0.000102253 4.65941e-05 2.42672e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.00026968373046687861 -0.00038103823952731811 -0.0004667757347006863 -0.00043343723787471217 -0.00037670365826341962 0.00020889907244724188 -0.00013812095586441674 0.00092587605365696088 0.00020894825642574729 0.00027936299282415932
leaf_weight=0.0011086776184568332 0.001007240179705598 0.0010474529695161357 0.0011521066789212222 0.0010556331152947432 0.0019768450489007477 0.0010120263556460554 0.0012472758169601666 0.0010337525021865 0.0011363867657425951
leaf_count=291 488 655 482 277 943 195 170 189 220
internal_value=0 2.56749e-05 7.87279e-05 0.000147576 0.000209572 0.000324887 0.000486267 -8.69443e-05 8.2704e-05
internal_weight=0 0.0107702 0.0097227 0.0085706 0.00746192 0.00537253 0.00322412 0.00208939 0.00214841
internal_count=3910 3422 2767 2285 1994 1528 1113 466 415
is_linear=0
shrinkage=0.00196078


Tree=5527
num_leaves=7
num_cat=0
split_feature=1 0 15 1 0 2
split_gain=1.50107e-05 4.11177e-05 2.21684e-05 4.47736e-05 6.39095e-05 6.0497e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 0.11097000000000001 -0.11756999999999999 0.088820000000000024
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.015446010542702735 -0.00058908098645951777 0.0068114489914660042 -0.0082943531348585679 -0.020095181457553266 0.011851748259401823 0.027535748534286822
leaf_weight=0.0018806262767587689 0.0015248004633447694 0.0014857018059889521 0.0015009818811699896 0.0012835842669441601 0.0012226625330288771 0.0015344755883666844
leaf_count=1913 422 95 571 168 411 330
internal_value=0 -0.00562286 0.00249089 0.00539959 -0.00451 0.0135178
internal_weight=0 0.00336633 0.0070665 0.00556552 0.00250625 0.00305928
internal_count=3910 2008 1902 1331 579 752
is_linear=0
shrinkage=0.1


Tree=5528
num_leaves=9
num_cat=0
split_feature=11 159 3 49 160 15 0 15
split_gain=4.69987e-05 3.77373e-05 5.56937e-05 5.52584e-05 7.93927e-05 6.04075e-05 5.96356e-05 6.77295e-05
threshold=0.079700000000000007 0.09141500000000001 -0.10628499999999998 -0.006494999999999999 0.069910000000000014 -0.075094999999999981 -0.029849999999999998 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7
right_child=-2 -3 3 5 -6 6 -8 -9
leaf_value=0.00043676165176945587 -0.00040910663502352027 -0.00033089842768621884 -0.00055007056770191483 -0.00016790214111581667 0.00013749716328948706 0.00068201201683406091 -0.00010162879768367673 6.0131197642520166e-05
leaf_weight=0.001352387837896687 0.0010237721038327688 0.0010099389003653215 0.0013883883123834515 0.0019807578174589535 0.001206964684020281 0.0015568509546296828 0.0012644949401706138 0.0011864506826255953
leaf_count=211 254 447 402 765 182 473 111 1065
internal_value=0 3.02184e-05 6.69228e-05 8.65502e-06 -0.000230318 0.000112223 0.000250668 0.000413055
internal_weight=0 0.0109462 0.0099363 0.00858391 0.00259535 0.00598855 0.0040078 0.0027433
internal_count=3910 3656 3209 2998 584 2414 1649 1538
is_linear=0
shrinkage=0.00196078


Tree=5529
num_leaves=11
num_cat=0
split_feature=484 133 484 42 43 0 13 16 49 1
split_gain=9.96793e-05 5.42191e-05 6.27352e-05 8.24534e-05 0.000122683 0.000118975 6.02324e-05 0.00014071 0.000118719 4.57542e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.08764000000000001 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 -0.19424999999999998 -0.0057999999999999987 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 9 -8 -9 -6
right_child=1 -3 -4 4 6 -7 7 8 -10 -11
leaf_value=-0.00060715514902444389 -0.00037820883218554605 -0.00038620111512724408 -0.00037903462706308027 0.00015731343954471252 -0.00051074759164522281 0.0010132150514655185 -0.00042228801584110522 -7.1889263059856222e-05 0.00080174163720970744 5.2858230196535459e-05
leaf_weight=0.0010136110285918704 0.0010882570418282228 0.0010677046635294554 0.0010390959387286706 0.0013351783777927903 0.0010558044433017432 0.0011729440026977712 0.0010015655273769887 0.0010042390413545449 0.0014784790187399133 0.0011646647104932171
leaf_count=627 321 516 327 478 588 207 123 81 321 321
internal_value=0 3.44693e-05 7.79066e-05 0.000128955 0.000196157 0.000557583 3.72545e-05 0.000198094 0.000448365 -0.000215129
internal_weight=0 0.0114079 0.0103402 0.00930113 0.00821288 0.00250812 0.00570475 0.00348428 0.00248272 0.00222047
internal_count=3910 3283 2767 2440 2119 685 1434 525 402 909
is_linear=0
shrinkage=0.00196078


Tree=5530
num_leaves=8
num_cat=0
split_feature=51 42 12 43 2 3 16
split_gain=1.32258e-05 4.41182e-05 3.31252e-05 7.20507e-05 6.22114e-05 3.00497e-05 4.10927e-05
threshold=-0.07742499999999998 -1.0000000180025095e-35 0.098845000000000016 -0.083899999999999988 0.089910000000000004 0.088060000000000013 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.0076673844434021581 -0.016371051820597636 0.03008920133391171 -0.011003686678227875 -0.014446131275217098 0.023001944241109698 -0.010435770120995173 0.015822517099527197
leaf_weight=0.0019054195828848595 0.0011844826004775459 0.0011363647494935358 0.0011715078101140683 0.0015523096189818289 0.0011323341089067127 0.0011457829068371199 0.0012420190447024089
leaf_count=667 914 418 274 892 457 153 135
internal_value=0 0.00154422 0.00441948 0.00732959 0.00223083 0.00958503 0.00322252
internal_weight=0 0.0085648 0.00738032 0.00620881 0.00507245 0.00352014 0.0023878
internal_count=3910 3243 2329 2055 1637 745 288
is_linear=0
shrinkage=0.1


Tree=5531
num_leaves=11
num_cat=0
split_feature=484 4 0 1 42 15 151 2 15 1
split_gain=8.56425e-05 6.40678e-05 9.56197e-05 6.63457e-05 7.73754e-05 4.09848e-05 8.0784e-05 0.000135144 8.82136e-05 5.54921e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083610000000000004 1.0000000180025095e-35 -0.044604999999999992 0.087995000000000004 -0.064869999999999983 0.11026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 8 -8 -9
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leaf_value=-0.00056600923324426615 -0.000432620454915216 -0.00063375506706185309 0.00065335718094269987 -0.0002594234639831053 0.00011235446847053926 -0.00017838320794932782 -0.00038587616792828782 0.00099919087085287577 0.000402080214398046 0.00035134743592594449
leaf_weight=0.0010029063214029065 0.0010336686404509863 0.0011427345952487095 0.0010064711257884154 0.0012040675340264251 0.0010038110425803575 0.0014900975225452884 0.0011795318289939208 0.0010331574417495396 0.0010174268960098023 0.0010007026798420381
leaf_count=627 151 792 152 256 738 472 245 120 138 219
internal_value=0 3.22765e-05 7.99595e-05 1.6342e-05 -0.000284844 0.000109701 0.000188686 0.000316215 -2.09681e-05 0.000680438
internal_weight=0 0.0111117 0.010078 0.00907153 0.00214655 0.00692498 0.00543489 0.00423082 0.00219696 0.00203386
internal_count=3910 3283 3132 2980 1530 1450 978 722 383 339
is_linear=0
shrinkage=0.00196078


Tree=5532
num_leaves=11
num_cat=0
split_feature=484 42 43 3 42 15 52 16 2 4
split_gain=0.000131999 5.03269e-05 8.51186e-05 0.000128833 6.85615e-05 7.56902e-05 9.34545e-05 4.65641e-05 5.79711e-05 3.97189e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 -4 -8 -9 -3
right_child=1 2 4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00068156265779682052 -0.00036723350088752955 0.00036926328731683806 0.00067680377890400663 0.00091090733508117166 -0.00050011118506575246 -0.00038221121840726913 -0.00023478026738746343 0.00053358120842034228 -0.000109000562155965 -0.00015356380618886966
leaf_weight=0.0010453699974317327 0.0010304543481418531 0.001016233364628225 0.0010431867890689423 0.0010586823443475444 0.001035539825492089 0.0012618757937479181 0.001640580433113882 0.001050384785323529 0.0011103909534337826 0.0012406965195879921
leaf_count=627 254 214 256 333 772 425 288 143 85 513
internal_value=0 4.62026e-05 8.69412e-05 0.00034657 -3.35901e-05 4.55236e-05 0.000156937 1.42729e-05 0.000203368 8.18508e-05
internal_weight=0 0.011488 0.0104576 0.00331561 0.00714196 0.00610642 0.00484454 0.00380136 0.00216078 0.00225693
internal_count=3910 3283 3029 1060 1969 1197 772 516 228 727
is_linear=0
shrinkage=0.00196078


Tree=5533
num_leaves=9
num_cat=0
split_feature=15 151 16 48 12 42 15 4
split_gain=2.90727e-05 3.11077e-05 3.47729e-05 9.17753e-05 5.91404e-05 4.76183e-05 5.26223e-05 6.92357e-05
threshold=-0.24219999999999997 -0.088294999999999985 -0.092424999999999993 0.091555000000000011 0.085665000000000005 0.086325000000000013 -0.017214999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 -4 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=0.00030420959595423225 0.00028913542317669517 -0.00050461267042916605 -0.00038681273716716021 0.0005148760702718794 4.0465724795800085e-05 -0.00046162195743244957 -0.00017190427632585454 0.00041380000057418651
leaf_weight=0.0010455606674449275 0.0010056410793305376 0.001607668870029242 0.0010344349759711657 0.0011333199994343016 0.0014605448662715762 0.0011071448991196277 0.0015367627335894317 0.0015673318066043017
leaf_count=317 284 311 380 265 421 903 530 499
internal_value=0 -3.87159e-05 -7.36152e-05 8.887e-06 -0.000245142 -0.000100431 -3.80493e-06 0.000123832
internal_weight=0 0.0104528 0.00944721 0.00637899 0.00306821 0.00524567 0.00413853 0.00310409
internal_count=3910 3593 3309 2577 732 2312 1409 1029
is_linear=0
shrinkage=0.00196078


Tree=5534
num_leaves=9
num_cat=0
split_feature=11 48 42 2 2 160 4 3
split_gain=3.56654e-05 4.71358e-05 5.72567e-05 5.42467e-05 6.23058e-05 0.000122398 6.85404e-05 6.38643e-05
threshold=0.079700000000000007 0.093225000000000016 0.086325000000000013 0.11260500000000001 0.084235000000000018 0.069910000000000014 -0.00072999999999999985 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00058040689405128765 -0.00035984107330711283 0.00029970325110782395 -0.00033260194706219372 0.00039778231890860699 -0.00015583436043147916 0.00030393325443274694 -9.562894895824079e-05 -0.00082569226413059331
leaf_weight=0.0010484528109011954 0.0010171706262776933 0.0019580149589368641 0.0019579294056224017 0.0013627895815316706 0.0011236679791036827 0.0011679395660600003 0.0012811502716191441 0.0010666498601243175
leaf_count=360 254 402 1268 259 773 240 196 158
internal_value=0 2.39696e-05 -3.59611e-05 4.64146e-05 -3.77718e-05 -0.000208696 0.000208625 -0.000482044
internal_weight=0 0.0109666 0.00900858 0.00705065 0.00568786 0.00335826 0.0023296 0.00219032
internal_count=3910 3656 3254 1986 1727 1171 556 931
is_linear=0
shrinkage=0.00196078


Tree=5535
num_leaves=9
num_cat=0
split_feature=133 484 42 43 0 12 16 52
split_gain=3.0834e-05 4.30433e-05 6.72755e-05 8.31158e-05 7.03358e-05 5.60023e-05 6.20865e-05 0.000103889
threshold=0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.06705499999999999 -0.070894999999999986 0.088375000000000023 -0.19424999999999998 -0.0058499999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8
right_child=-2 -3 3 5 -6 -7 7 -9
leaf_value=-0.00041437776286830028 -0.00032689714975405078 -0.00035782520801899958 0.0001147541788594408 -0.00026956737417804252 0.00075843329870968815 -0.00038008938120008659 -9.2524301479247773e-05 0.00059607049317685675
leaf_weight=0.0010045372145964663 0.0010541244976260975 0.0010214291017718201 0.0014111712447446548 0.001322481860715628 0.0012142921799244435 0.0012246847885920313 0.001790014354645671 0.0015911655999936846
leaf_count=357 598 337 801 196 258 633 321 409
internal_value=0 2.47629e-05 6.56472e-05 0.00012202 0.00041246 -6.60565e-06 9.06377e-05 0.000231525
internal_weight=0 0.0105798 0.00955835 0.00855381 0.00262546 0.00592835 0.00470366 0.00338118
internal_count=3910 3312 2975 2618 1059 1559 926 730
is_linear=0
shrinkage=0.00196078


Tree=5536
num_leaves=10
num_cat=0
split_feature=484 4 0 1 2 3 12 49 42
split_gain=0.000137422 5.35505e-05 8.27478e-05 6.92536e-05 4.87311e-05 0.000107274 7.97715e-05 4.39202e-05 3.89072e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 6 -6 -5 -7 -3
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leaf_weight=0.001027873382313838 0.0010178164898459107 0.0010820547966251097 0.0010346473092427396 0.0016617190443721343 0.0013362293773487577 0.0014060112302706172 0.001078436319465647 0.0014139935670965005 0.0010022032294125167
leaf_count=627 151 763 152 608 374 148 158 162 767
internal_value=0 5.14899e-05 9.50376e-05 3.45428e-05 0.000129202 0.000263034 -7.37929e-05 4.61921e-05 -0.000278665
internal_weight=0 0.0110331 0.0100153 0.00898065 0.00689639 0.00415623 0.00274016 0.00282 0.00208426
internal_count=3910 3283 3132 2980 1450 684 766 310 1530
is_linear=0
shrinkage=0.00196078


Tree=5537
num_leaves=8
num_cat=0
split_feature=1 0 12 2 3 52 2
split_gain=1.55035e-05 3.48008e-05 2.09887e-05 4.30879e-05 6.51907e-05 3.06847e-05 4.22346e-05
threshold=0.076710000000000014 0.047345000000000005 0.10058500000000002 1.0000000180025095e-35 0.013395000000000002 -0.074484999999999982 0.11339500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7
right_child=2 -3 -4 4 5 6 -8
leaf_value=-0.014680485369976218 -0.012583189343341081 0.0056487910377595388 0.015831174119796725 0.026681894329818403 -0.015407687687386991 0.019822546015345867 -0.0080757767449446457
leaf_weight=0.0019078968929710823 0.0018295130862427227 0.0015073420905256584 0.0010111341513437894 0.00110517761136773 0.0010592778792952655 0.0010459671612914633 0.0011276651005251311
leaf_count=1913 799 95 230 402 161 127 183
internal_value=0 -0.005708 0.00247683 0.00028748 0.00571546 -0.00145196 0.00534909
internal_weight=0 0.00341524 0.00717873 0.0061676 0.00433809 0.00323291 0.00217363
internal_count=3910 2008 1902 1672 873 471 310
is_linear=0
shrinkage=0.1


Tree=5538
num_leaves=9
num_cat=0
split_feature=15 156 151 16 48 15 13 1
split_gain=3.57704e-05 4.29106e-05 4.08242e-05 0.000101039 8.88925e-05 4.66262e-05 8.18902e-05 9.79237e-05
threshold=-0.24219999999999997 0.084090000000000012 -0.076429999999999984 -0.38486499999999996 0.09227500000000001 -0.064869999999999983 0.0024700000000000004 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=0.00033604104168670696 0.00029982234922947888 -0.0004165809887921791 -0.00060831248548047544 -0.00038720455902226662 0.00053080512868836983 -6.1537155651604538e-05 -0.00033168639475518978 0.00066243345903139593
leaf_weight=0.0010682417328113812 0.0014846711520187161 0.0010505656204586591 0.0010937837384269317 0.0013356080551727998 0.0011505593851681758 0.0018618658819099174 0.0015898054746136883 0.0011694797748898955
leaf_count=317 458 498 202 510 257 960 341 367
internal_value=0 -4.01896e-05 6.35606e-07 -5.35271e-05 3.18518e-05 -6.4522e-05 2.874e-05 0.000217768
internal_weight=0 0.0107363 0.00968577 0.0082011 0.00710732 0.00595676 0.00462115 0.00303135
internal_count=3910 3593 3095 2637 2435 2178 1668 1327
is_linear=0
shrinkage=0.00196078


Tree=5539
num_leaves=11
num_cat=0
split_feature=484 4 0 1 42 48 43 0 3 3
split_gain=0.000122725 7.50066e-05 7.58622e-05 8.49917e-05 6.30847e-05 3.59322e-05 9.92132e-05 7.96224e-05 6.90111e-05 5.09981e-06
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.082690000000000013 0.084500000000000006 -0.0037249999999999996 -0.18901999999999997 0.090325000000000003 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 -7 -8 -5
right_child=1 2 -4 5 -6 7 8 -9 -10 -11
leaf_value=-0.00066566844388085396 -0.00046340333818645777 -0.00062825405396136757 0.00060825277866754666 -0.00017550880860909204 5.2279762960700388e-05 -0.00038498215687690119 0.00079128399118156092 0.00033552893937626555 0.00013652993283966858 2.2510390096830015e-05
leaf_weight=0.0010116682274054116 0.0010023347382295414 0.0010974266095386364 0.0010117332199400834 0.0010000129146841468 0.0010017420850891869 0.0012625671170576058 0.0014318749051788126 0.0011064273884823592 0.0010900622453604678 0.0010001200548657584
leaf_count=627 151 773 152 342 757 86 336 268 172 246
internal_value=0 4.7966e-05 9.92123e-05 4.19264e-05 -0.000303497 0.00014715 0.000249631 -4.84709e-05 0.000508278 -7.64939e-05
internal_weight=0 0.0110043 0.010002 0.00899023 0.00209917 0.00689106 0.00452207 0.00236899 0.00252194 0.00200013
internal_count=3910 3283 3132 2980 1530 1450 1096 354 508 588
is_linear=0
shrinkage=0.00196078


Tree=5540
num_leaves=9
num_cat=0
split_feature=11 160 52 13 13 43 48 3
split_gain=1.79187e-05 2.06661e-05 3.60012e-05 3.4648e-05 4.91609e-05 3.58558e-05 5.36962e-05 5.41291e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 -0.021309999999999996 -0.083514999999999992 -0.13934999999999997 -0.17307499999999998 0.090910000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 7 -7
right_child=-2 3 -4 5 -6 6 -8 -9
leaf_value=0.0055517918340233681 -0.012669122401847888 0.00080508782797055964 -0.020836271586935365 0.013441450273591171 0.030533363031236362 -0.026378003100139782 0.010791378053323607 0.002698424973267971
leaf_weight=0.0010327024983539446 0.0010329641012269417 0.001252757501779291 0.0010353527953506456 0.0013213543758031068 0.0010005298637012425 0.0014931111558001311 0.0013266873068518174 0.0011208861198888473
leaf_count=343 279 169 814 180 484 1278 186 177
internal_value=0 0.00119328 -0.00765915 0.00362927 0.0140054 -0.000813935 -0.00559392 -0.01391
internal_weight=0 0.00958338 0.00206806 0.00751533 0.00225329 0.00526204 0.00394068 0.002614
internal_count=3910 3631 1157 2474 653 1821 1641 1455
is_linear=0
shrinkage=0.1


Tree=5541
num_leaves=8
num_cat=0
split_feature=11 16 2 4 0 0 16
split_gain=1.45396e-05 2.04833e-05 3.75797e-05 8.27602e-05 3.89662e-05 3.36472e-05 5.09242e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.13506999999999997 -0.06402999999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -5
right_child=-2 2 4 5 -6 -7 -8
leaf_value=-0.010843559006767711 -0.011420608502987872 -0.02686482257250071 -0.00093783231342734581 0.011038470090256517 0.025429466193102351 0.019406711931091111 -0.01190481544643094
leaf_weight=0.0012525694186662434 0.0010313889372742203 0.0010436059911719878 0.0010008834354794118 0.001956368549538734 0.0012737558017469268 0.0011153104047278888 0.0019137631250008141
leaf_count=394 279 141 105 733 476 174 1608
internal_value=0 0.00107683 0.00287496 -0.00125716 0.0138274 0.00410331 -0.000306884
internal_weight=0 0.00955626 0.00830369 0.00602905 0.00227464 0.00498544 0.00387013
internal_count=3910 3631 3237 2656 581 2515 2341
is_linear=0
shrinkage=0.1


Tree=5542
num_leaves=10
num_cat=0
split_feature=147 52 150 4 0 16 52 4 15
split_gain=5.64919e-05 5.77399e-05 5.91562e-05 4.53119e-05 7.5154e-05 7.2569e-05 7.50781e-05 5.99419e-05 4.31739e-05
threshold=1.0000000180025095e-35 0.15091000000000002 0.086870000000000017 -0.48072499999999996 -0.017269999999999997 0.081265000000000018 -0.060039999999999989 -0.077679999999999985 -0.106555
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.00033531860446917581 0.0004320427494056204 -0.00049491451146254316 -0.0004096366352874747 0.00051998869757079928 0.00056163650763409601 -0.00042570113194850313 0.00035844712542869138 7.1879953327175686e-05 -0.00040681254593659302
leaf_weight=0.0010345254071522213 0.0010116741265943788 0.0010266361479855926 0.0012275804271219938 0.0013307195766666781 0.0011603732741825249 0.0011555432800726302 0.0011678134898987988 0.0014470894565837857 0.0014504442359002288
leaf_count=180 234 481 274 375 188 408 801 363 606
internal_value=0 -5.21371e-05 -6.56193e-06 5.001e-05 0.0001017 2.02393e-05 0.000115735 -1.65897e-05 -0.000167743
internal_weight=0 0.0110007 0.00997409 0.00874651 0.00771198 0.00655161 0.00539607 0.00406535 0.00289753
internal_count=3910 3676 3195 2921 2741 2553 2145 1770 969
is_linear=0
shrinkage=0.00196078


Tree=5543
num_leaves=9
num_cat=0
split_feature=4 42 4 157 2 3 0 16
split_gain=1.48843e-05 2.89288e-05 4.94233e-05 3.64038e-05 4.10729e-05 8.73549e-05 7.57872e-05 3.55153e-05
threshold=0.27020000000000005 0.091955000000000023 0.080255000000000007 -1.0000000180025095e-35 0.11165000000000001 0.088060000000000013 -0.060094999999999989 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.013042490090975488 0.0086155710357816041 -0.016401857966019506 -0.018357577045986423 0.012704646483535101 0.023823233446197606 -0.022217111634369319 0.033341062174601206 -0.012306835957794001
leaf_weight=0.001069672191331022 0.0016423823527780138 0.0011699196971263247 0.0011827881036296098 0.0011678740047910924 0.001161540511336683 0.001066206492248728 0.0010213471848144781 0.0011047727983566453
leaf_count=580 472 709 188 760 180 103 139 779
internal_value=0 -0.00174143 0.000464778 0.00384233 0.00711326 0.00266179 0.0107146 0.000546134
internal_weight=0 0.00894412 0.0077742 0.00659141 0.00552174 0.0043602 0.00329399 0.00227265
internal_count=3910 3438 2729 2541 1961 1781 1678 1539
is_linear=0
shrinkage=0.1


Tree=5544
num_leaves=9
num_cat=0
split_feature=11 1375 48 42 15 15 1 3
split_gain=5.32872e-05 3.98926e-05 4.5505e-05 8.32532e-05 4.52831e-05 8.81533e-05 0.000122174 0.000111262
threshold=0.079700000000000007 -1.0000000180025095e-35 0.093225000000000016 0.086325000000000013 0.084050000000000014 -0.017214999999999998 1.0000000180025095e-35 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.0003296497095734646 -0.00043704190415489857 0.00030922739140530858 0.00037405851575743543 -0.00034655114429746645 -0.0002040405103122521 0.00011123148929587111 0.00097582770085652643 -0.00052733752836885898
leaf_weight=0.0010457128598241458 0.0010053670156919903 0.0013830532182827356 0.0016159146575435825 0.0018957321133633437 0.0013097720382441924 0.0015792939551573103 0.0010435841814588616 0.0010952911344347355
leaf_count=176 254 614 368 1222 659 235 212 170
internal_value=0 3.46112e-05 7.29994e-05 1.44342e-05 0.000121178 0.000204679 0.000455235 -6.0488e-05
internal_weight=0 0.0109684 0.00992264 0.00830673 0.00641099 0.00510122 0.00262288 0.00247834
internal_count=3910 3656 3480 3112 1890 1231 447 784
is_linear=0
shrinkage=0.00196078


Tree=5545
num_leaves=8
num_cat=0
split_feature=50 15 47 1 52 3 4
split_gain=1.57533e-05 2.91688e-05 4.35359e-05 5.05663e-05 7.23276e-05 3.90808e-05 4.53965e-05
threshold=0.088425000000000017 -0.15202999999999997 0.09252500000000001 0.076710000000000014 -0.0025949999999999997 -0.089974999999999986 -0.083329999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.016665167823131263 -0.011836781749796611 -0.023117942244783168 -0.016334022794583094 -0.0031122012660210275 0.024569538237734761 0.01604424262548268 -0.012785734253991425
leaf_weight=0.0010750998850494612 0.0010355248032176021 0.0010027669300087588 0.0014905526475361775 0.0019444904251843097 0.0018342488196295623 0.0010270368631708044 0.0011665443458755956
leaf_count=414 689 352 258 552 364 196 1085
internal_value=0 0.00114939 -0.000821051 0.00249402 0.0103249 -0.00676366 0.000712489
internal_weight=0 0.00954074 0.00846564 0.00697509 0.00377874 0.00319635 0.00219358
internal_count=3910 3221 2807 2549 916 1633 1281
is_linear=0
shrinkage=0.1


Tree=5546
num_leaves=9
num_cat=0
split_feature=133 484 42 43 0 12 16 52
split_gain=4.00965e-05 5.56298e-05 6.42959e-05 7.88144e-05 8.96332e-05 4.62084e-05 7.45466e-05 9.42762e-05
threshold=0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.06705499999999999 -0.070894999999999986 0.088375000000000023 -0.19424999999999998 -0.0058499999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8
right_child=-2 -3 3 5 -6 -7 7 -9
leaf_value=-0.00038740243653569861 -0.00037492041583107378 -0.00039911473638938881 7.6191794501508558e-05 -0.00029520709493626536 0.00080125458575350077 -0.00032804775793364411 -5.5057644683991607e-05 0.00059295132225140772
leaf_weight=0.0010338238295354392 0.0010372306511316582 0.0010546474676745967 0.0014110988807723218 0.0013582061123288023 0.0012241873372086948 0.0012555173536908815 0.0018537787410850041 0.0016153179844176396
leaf_count=357 598 337 801 196 258 633 321 409
internal_value=0 2.86758e-05 7.49403e-05 0.000129767 0.00041301 7.05569e-06 9.42116e-05 0.000246675
internal_weight=0 0.0108066 0.00975193 0.00871811 0.00263529 0.00608282 0.0048273 0.0034691
internal_count=3910 3312 2975 2618 1059 1559 926 730
is_linear=0
shrinkage=0.00196078


Tree=5547
num_leaves=9
num_cat=0
split_feature=484 1 42 15 4 52 3 1
split_gain=0.000112998 3.87701e-05 6.3189e-05 4.56601e-05 0.000111569 6.4502e-05 6.40088e-05 0.000126203
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 1.0000000180025095e-35 -0.083329999999999987 -0.081429999999999989 0.12046500000000002 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00062954291721691524 0.00047587694986552713 0.00035011899510883009 -0.00040930126311038964 0.00025866012089725371 -0.00062473240074254442 -0.00016693179268688723 -0.00036712529133173564 0.00058083781734494157
leaf_weight=0.0010415399590956971 0.001679413061519911 0.0014059863197432654 0.0012530096761693534 0.0011028338715025061 0.0010958353260543514 0.00198145476343682 0.0011795977575807543 0.0015438485669239661
leaf_count=627 554 316 611 413 550 545 72 222
internal_value=0 4.5557e-05 2.02201e-06 6.20701e-05 -0.00018163 0.000145997 2.82466e-05 0.000160542
internal_weight=0 0.011242 0.00983599 0.00858298 0.00219867 0.00638431 0.0047049 0.0035253
internal_count=3910 3283 2967 2356 963 1393 839 767
is_linear=0
shrinkage=0.00196078


Tree=5548
num_leaves=11
num_cat=0
split_feature=48 48 51 42 1 457 4 4 52 52
split_gain=0.000106432 8.88671e-05 9.14424e-05 0.000109905 0.000109123 0.000114558 0.000158335 8.54146e-05 8.38596e-05 9.63471e-05
threshold=0.12675000000000003 0.096835000000000018 0.08955500000000001 0.086325000000000013 0.11198000000000001 0.079930000000000015 -1.0000000180025095e-35 0.056740000000000006 0.086950000000000013 -0.031409999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -5 9 -1
right_child=-2 -3 -4 7 -6 -7 -8 -9 -10 -11
leaf_value=-0.00011580063298393008 -0.000626664716419217 0.00053124206837003405 -0.00054218360803275751 -0.00070457696357317822 0.00062398662918527147 0.00061505862392320697 -0.00060879939791414221 7.1246582752763541e-05 -0.00031157721600709714 0.00065662126698302816
leaf_weight=0.0010654305210904937 0.0010022612315134247 0.0012597694421144457 0.0011484668443809435 0.0011795771814888932 0.001511657747412516 0.0010913396819245327 0.0015503011717538425 0.0010151054835019235 0.0011083424443414031 0.0014878769267687953
leaf_count=405 131 248 364 893 244 186 366 295 313 465
internal_value=0 3.75839e-05 -1.8151e-05 4.19745e-05 0.000150856 3.73893e-05 -8.357e-05 -0.000345736 0.000138806 0.000334309
internal_weight=0 0.0124179 0.0111581 0.0100096 0.00781495 0.00630329 0.00521195 0.00219468 0.00366165 0.00255331
internal_count=3910 3779 3531 3167 1979 1735 1549 1188 1183 870
is_linear=0
shrinkage=0.00196078


Tree=5549
num_leaves=8
num_cat=0
split_feature=11 13 16 133 12 16 52
split_gain=1.59991e-05 1.78786e-05 3.78261e-05 8.89984e-05 6.75931e-05 5.3886e-05 6.8916e-05
threshold=0.077330000000000024 0.083175000000000013 0.15100500000000003 0.065880000000000008 0.080120000000000011 -0.19424999999999998 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.014264690256603752 -0.011922347498854603 0.010750006904734509 -0.01356070112780618 0.028577856404899071 -0.02285428452283373 -0.0016322463535325387 0.030941335188637537
leaf_weight=0.0011451444541341897 0.0010382359218891217 0.0016126042780130459 0.0017983574745436591 0.0011092796915717351 0.0012523309098882562 0.0015945624248354714 0.0010959142567326563
leaf_count=227 279 317 456 1042 1190 253 146
internal_value=0 0.0011448 -0.000792447 0.00291274 -0.00268279 0.0039032 0.011636
internal_weight=0 0.00960819 0.00799559 0.00619723 0.00508795 0.00383562 0.00269048
internal_count=3910 3631 3314 2858 1816 626 399
is_linear=0
shrinkage=0.1


Tree=5550
num_leaves=9
num_cat=0
split_feature=52 160 0 16 42 13 13 1
split_gain=1.70023e-05 3.95747e-05 3.82752e-05 5.11839e-05 3.28026e-05 4.02189e-05 6.6349e-05 2.3242e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14867499999999997 0.15100500000000003 -1.0000000180025095e-35 -0.16277999999999995 -0.083924999999999986 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 -6 -7 -8
right_child=1 4 3 -5 5 6 7 -9
leaf_value=-0.0094615061879437055 -0.018827564080666798 -0.015357558377760597 0.028895150850489111 3.2675524338555865e-05 -0.01197130210482069 0.031253163603202253 0.010146968843984583 -0.0094523859260570234
leaf_weight=0.0011840362006491486 0.0012914741554233078 0.0010499804025962583 0.0010717000244708339 0.0014399838288096322 0.0011467314226019623 0.0010058194048082657 0.0012553928123633662 0.0011679554435110753
leaf_count=104 924 695 571 515 125 375 371 230
internal_value=0 -0.00304088 0.00536058 0.0123479 0.000583109 0.00424084 0.00966226 0.000700876
internal_weight=0 0.00691735 0.00369572 0.00251168 0.00562588 0.0045759 0.00342917 0.00242335
internal_count=3910 2720 1190 1086 1796 1101 976 601
is_linear=0
shrinkage=0.1


Tree=5551
num_leaves=9
num_cat=0
split_feature=484 159 42 1 13 49 133 47
split_gain=0.000103428 3.41948e-05 4.2493e-05 5.29807e-05 9.15696e-05 8.18992e-05 7.94456e-05 7.15961e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.090359999999999982 0.089455000000000021 -1.0000000180025095e-35 -0.045004999999999996 0.083815000000000014 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 -7
right_child=1 -3 3 5 -6 7 -8 -9
leaf_value=-0.00061131773509480567 -0.00034827461077698696 0.00031539219317363578 -0.00042831268974791739 0.00031974991712511666 0.00052446079128407584 -0.00050407083470050535 0.00030658736152706977 0.00011363580153451582
leaf_weight=0.0010193024966386162 0.0011927575112869538 0.0015113801967872138 0.0011302428286942825 0.0012471779460464811 0.0018861692761501271 0.0019489377348276518 0.0011319682657060879 0.0011453880772023897
leaf_count=627 324 522 669 225 290 641 472 140
internal_value=0 4.10917e-05 -1.72433e-06 4.69631e-05 0.000205423 -0.000104448 -6.05824e-05 -0.000275422
internal_weight=0 0.011194 0.00968264 0.00848988 0.00414838 0.0043415 0.00226221 0.00309433
internal_count=3910 3283 2761 2437 1431 1006 1141 781
is_linear=0
shrinkage=0.00196078


Tree=5552
num_leaves=9
num_cat=0
split_feature=1 1 15 16 151 16 0 52
split_gain=1.62652e-05 3.13876e-05 5.15792e-05 4.98991e-05 2.81288e-05 9.28336e-05 3.74844e-05 6.30322e-05
threshold=0.10373000000000002 0.11097000000000001 -0.038029999999999987 -0.09601999999999998 -0.0074049999999999993 -0.089864999999999987 -0.082994999999999985 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=0.0089167299684946143 0.019774994927460349 0.0067870457976032042 0.018019412948655167 -0.023936612097849991 -0.028716818831711139 0.015597608130353345 -0.02239095851890498 0.010715691706159991
leaf_weight=0.0014604826710827674 0.0010420613243584684 0.0010164369807540126 0.0010380214103058939 0.0011014731219426113 0.001397121107850609 0.0012561747265584958 0.0011532240463188476 0.0011471306221899863
leaf_count=479 228 281 142 251 640 668 848 373
internal_value=0 0.00472711 -0.000241575 -0.00919158 -0.00327937 -0.00687514 0.00170498 -0.00588148
internal_weight=0 0.00419799 0.00315593 0.00211791 0.00641413 0.00495365 0.00355653 0.00230035
internal_count=3910 902 674 532 3008 2529 1889 1221
is_linear=0
shrinkage=0.1


Tree=5553
num_leaves=8
num_cat=0
split_feature=52 4 160 1 133 52 16
split_gain=1.48835e-05 3.58376e-05 3.29829e-05 2.65244e-05 2.63629e-05 4.75822e-05 6.19293e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -1.0000000180025095e-35 0.10752500000000002 0.08845500000000002 0.06136500000000001 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 -4
right_child=2 3 4 -5 -6 -7 -8
leaf_value=-0.006192009879412293 -0.017312067225063524 0.025021813018665219 0.0076708268040110994 0.0024187990275157285 -0.014159530627928308 0.016734199203816417 -0.022387818672818072
leaf_weight=0.0016050163313641986 0.001282606744900181 0.0010368589374240363 0.0017292850401551931 0.0010398391182546082 0.0010109897063087687 0.0017368391878219234 0.0011354819205050722
leaf_count=807 924 237 301 146 464 613 418
internal_value=0 0.00503053 -0.00284415 0.0137041 0.000462096 0.00367452 -0.00424325
internal_weight=0 0.00368171 0.0068952 0.0020767 0.0056126 0.00460161 0.00286477
internal_count=3910 1190 2720 383 1796 1332 719
is_linear=0
shrinkage=0.1


Tree=5554
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 15 4 0
split_gain=1.4155e-05 1.84655e-05 7.05727e-05 8.34627e-05 6.02141e-05 3.16075e-05 4.79085e-05 3.03377e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 -0.074174999999999977 0.044585000000000007 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0028640581983319013 -0.011246248286602929 0.015720201350255137 0.021284046644131031 -0.030861687307053971 0.019381128878728587 -0.016242917483051896 -0.013300496265635106 0.021419664978200293
leaf_weight=0.001010804293489624 0.0010271308424910858 0.0011745888919641732 0.0011759891372179754 0.0010690480364328294 0.0012079891679819986 0.0017372334852318412 0.0011030552200994497 0.0010476973214307544
leaf_count=300 279 401 387 329 432 1466 210 106
internal_value=0 0.00110971 -0.00120178 -0.00540449 -0.000193755 -0.00608341 0.00166558 0.00949541
internal_weight=0 0.00952641 0.0074679 0.00629191 0.00522287 0.00401488 0.00227764 0.0020585
internal_count=3910 3631 3225 2838 2509 2077 611 406
is_linear=0
shrinkage=0.1


Tree=5555
num_leaves=9
num_cat=0
split_feature=4 15 42 51 43 2 13 52
split_gain=1.57854e-05 6.45771e-05 2.76844e-05 4.62437e-05 5.08407e-05 4.46474e-05 8.28933e-05 1.44549e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.090359999999999982 -0.032189999999999989 -0.083899999999999988 0.097940000000000013 -0.0024749999999999993 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 -7
right_child=1 -3 3 4 5 7 -8 -9
leaf_value=-0.017709807706730325 0.023275743592151201 -0.0105194434292582 -0.016363178691882189 0.021132829260039038 -0.032195841625230155 0.018518760175852102 0.0047854611239767936 0.0015341073228435894
leaf_weight=0.0010003756772026494 0.0011963607958576648 0.0010721138072868248 0.0013898769870617006 0.0013279638507267847 0.0010076736326964241 0.001002743890330069 0.0015209908172947868 0.0010015464718770536
leaf_count=403 348 201 640 501 1179 220 229 189
internal_value=0 0.00730365 -0.00211532 3.62199e-05 0.00392523 -0.00111587 -0.0099516 0.0100315
internal_weight=0 0.00226847 0.00825117 0.0072508 0.00586092 0.00453295 0.00252866 0.00200429
internal_count=3910 549 3361 2958 2318 1817 1408 409
is_linear=0
shrinkage=0.1


Tree=5556
num_leaves=9
num_cat=0
split_feature=484 159 124 3 15 15 15 48
split_gain=0.000104078 3.61624e-05 4.18257e-05 8.33122e-05 7.94798e-05 0.00021267 0.000143169 5.38144e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.018779999999999995 0.13772500000000001 -1.0000000180025095e-35 -0.07142999999999998 0.085120000000000015 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -4
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00061532173397411732 -0.00037485078470340103 0.00032146156119247692 9.4584478750074429e-05 0.00055361036221733952 -0.00066488609847637728 0.0007791782258833957 0.00015352058774552256 -0.00043221196072575394
leaf_weight=0.0010152756552889676 0.0010426354082526427 0.0015197602230588156 0.0015982883506845487 0.0010683915868711048 0.0016661513538396735 0.0013798594767994339 0.0016216788456228834 0.001397361624136345
leaf_count=627 210 522 376 117 451 409 965 233
internal_value=0 4.00844e-05 -3.66535e-06 4.0657e-05 -3.08568e-05 0.00014224 -0.000261218 -0.000151147
internal_weight=0 0.0112941 0.00977437 0.00873173 0.00766334 0.00437551 0.00328783 0.00299565
internal_count=3910 3283 2761 2551 2434 1018 1416 609
is_linear=0
shrinkage=0.00196078


Tree=5557
num_leaves=11
num_cat=0
split_feature=484 4 0 1 42 1375 4 15 15 4
split_gain=0.000146753 5.10373e-05 8.40872e-05 6.97085e-05 4.80168e-05 4.22572e-05 4.04298e-05 8.38783e-05 6.89951e-05 5.49671e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -1.0000000180025095e-35 0.0082450000000000006 -0.038029999999999987 -0.15202999999999997 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 9 8 -8 -7
right_child=1 2 -4 5 -6 6 7 -9 -10 -11
leaf_value=-0.00070741945338184578 -0.00037187593297430136 -0.00055431592743401933 0.00060687942205516897 -0.00023637867454934477 3.2982646782463535e-05 0.0002969610240541527 0.00047295084107731389 0.00078423656594186976 -0.00014388413915213154 -0.00028796498763792347
leaf_weight=0.0010714706507186514 0.0010035810227513675 0.0011419317043466974 0.0010891583190521135 0.0010808380482920793 0.0010073853892297014 0.001168187143671499 0.0012646764731389939 0.0010409458792168071 0.0015536386467938888 0.0013107118780421984
leaf_count=627 151 799 152 77 731 319 296 86 171 501
internal_value=0 5.08469e-05 9.06534e-05 3.18916e-05 -0.000279049 0.000121972 0.000183082 0.000308591 0.000132911 -1.23172e-05
internal_weight=0 0.0116611 0.0106575 0.00956832 0.00214932 0.007419 0.00633816 0.00385926 0.00281832 0.0024789
internal_count=3910 3283 3132 2980 1530 1450 1373 553 467 820
is_linear=0
shrinkage=0.00196078


Tree=5558
num_leaves=9
num_cat=0
split_feature=147 48 48 52 13 2 0 0
split_gain=6.23637e-05 7.06763e-05 8.19156e-05 7.81342e-05 8.69023e-05 5.83888e-05 5.71294e-05 4.89437e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.093225000000000016 0.11401500000000002 -0.091229999999999992 0.085255000000000011 -0.099864999999999995 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=0.00036535988914524728 0.00045289860249697448 -0.00054832352880905696 0.00048181114884654122 -0.00057008721449456994 0.00045780226175337038 -0.00059409279179720956 -0.0001226939332621708 -8.4720129614794241e-05
leaf_weight=0.0018931055294185411 0.0010272967376580957 0.0010034425445001058 0.0011836699822987363 0.0010480261929133559 0.0010031501474420115 0.0013141812702678524 0.0018610531068728477 0.0016183514226308364
leaf_count=367 234 151 277 559 68 340 865 1049
internal_value=0 -5.24171e-05 -2.26217e-06 -6.78369e-05 6.13374e-07 -0.000118506 8.06174e-05 -0.00031299
internal_weight=0 0.010925 0.00992154 0.00873787 0.00768984 0.00579674 0.0028642 0.00293253
internal_count=3910 3676 3525 3248 2689 2322 933 1389
is_linear=0
shrinkage=0.00196078


Tree=5559
num_leaves=8
num_cat=0
split_feature=403 13 43 15 52 52 47
split_gain=1.52638e-05 4.61422e-05 6.39366e-05 6.63766e-05 6.72694e-05 4.44168e-05 6.84854e-05
threshold=0.03138500000000001 0.083175000000000013 -0.079374999999999987 1.0000000180025095e-35 -0.081429999999999989 -0.0066199999999999991 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.023546987188803298 0.011402846250309844 0.013558404240916878 0.025109452430190762 -0.022124180053469576 -0.018670180581257519 0.01588113826168722 -0.016420390187138447
leaf_weight=0.0014510769891746345 0.0010398259083893727 0.0017038538849656623 0.0012134395917316187 0.0011433248534055565 0.0011199463311117558 0.0019077121760423599 0.0010006683162943643
leaf_count=1003 470 377 286 942 205 451 176
internal_value=0 -0.00135614 -0.00459908 -0.000292971 0.00446881 -0.0017487 0.00476735
internal_weight=0 0.00954002 0.00783617 0.00638509 0.00524177 0.00402833 0.00290838
internal_count=3910 3440 3063 2060 1118 832 627
is_linear=0
shrinkage=0.1


Tree=5560
num_leaves=8
num_cat=0
split_feature=4 15 12 52 16 1 12
split_gain=1.56329e-05 5.10478e-05 2.80221e-05 4.07974e-05 3.06587e-05 5.5106e-05 7.58126e-05
threshold=0.24280000000000004 -0.14487999999999998 0.10129000000000001 -0.11271999999999999 -0.092424999999999993 0.095575000000000007 0.085185000000000025
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.016761168439464888 0.021417261884482959 -0.0085841734544165535 -0.017748953900722092 -0.0078479782648645958 -0.013613875611124674 0.025785127318309554 0.017798402740522794
leaf_weight=0.0012036424804935395 0.0012007771797205567 0.0010747736382153189 0.0010065971879648083 0.0017319802538599107 0.0016771375199595047 0.0012317456777308786 0.0014178664622075997
leaf_count=548 348 201 428 473 496 311 1105
internal_value=0 0.00724718 -0.00211259 5.46844e-05 0.00339536 0.00789603 0.000776547
internal_weight=0 0.00227555 0.00826897 0.00726237 0.00605873 0.00432675 0.003095
internal_count=3910 549 3361 2933 2385 1912 1601
is_linear=0
shrinkage=0.1


Tree=5561
num_leaves=9
num_cat=0
split_feature=147 52 150 159 52 4 16 43
split_gain=4.50584e-05 5.97427e-05 5.18609e-05 3.66848e-05 5.53461e-05 4.59301e-05 7.33637e-05 7.19853e-05
threshold=1.0000000180025095e-35 0.15091000000000002 0.086870000000000017 0.089615000000000014 -0.077699999999999977 -0.077679999999999985 -0.110495 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.00039359437174748705 0.00038761633477772645 -0.00049592866837663808 -0.00038362440315293356 -0.00029707028943485599 -0.00019690385092711356 6.9599170030985286e-05 -0.00056189651693725829 0.00047415566823739768
leaf_weight=0.001872151358163994 0.0010031609360174028 0.001029951292227149 0.0011841270927116362 0.0010065292787259103 0.0010408350179496044 0.0019719385591850389 0.0011028711096690491 0.001500716290909775
leaf_count=694 234 481 274 378 602 358 599 290
internal_value=0 -4.69702e-05 8.03045e-07 5.43885e-05 0.000101628 4.30431e-06 -0.000156905 0.000199338
internal_weight=0 0.0107091 0.00967917 0.00849504 0.00748851 0.00561636 0.00307481 0.00254155
internal_count=3910 3676 3195 2921 2543 1849 957 892
is_linear=0
shrinkage=0.00196078


Tree=5562
num_leaves=8
num_cat=0
split_feature=157 160 133 2 16 13 15
split_gain=1.55159e-05 5.46988e-05 4.77171e-05 3.19388e-05 5.85238e-05 6.02081e-05 4.67651e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.25582999999999995 1.0000000180025095e-35 -0.076594999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.01127100647521451 -0.019586465970265688 -0.018306278805038323 0.027309524558366258 -0.0082294167284297486 -0.0056268354494651068 -0.016774403139534749 0.019554274733781976
leaf_weight=0.001079034918500566 0.0014058152928548154 0.0010302148217886178 0.001247141901508657 0.0014946769716733714 0.001194710271689784 0.0011586822898790742 0.0019272322800961558
leaf_count=517 856 847 204 352 274 304 556
internal_value=0 -0.00138594 0.00179147 0.00473988 0.0082467 0.00269283 0.00991792
internal_weight=0 0.00945847 0.00805266 0.00702244 0.00552777 0.00428062 0.00312194
internal_count=3910 3393 2537 1690 1338 1134 830
is_linear=0
shrinkage=0.1


Tree=5563
num_leaves=10
num_cat=0
split_feature=484 1 0 133 15 15 3 42 15
split_gain=8.37577e-05 4.52821e-05 7.77874e-05 8.12615e-05 5.7833e-05 0.000106127 8.92506e-05 7.35193e-05 5.86867e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.083674999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.017214999999999998 0.086245000000000016 0.082690000000000013 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3 -8
right_child=1 4 3 -5 -6 -7 8 -9 -10
leaf_value=-0.00054559902141119011 -0.00059786499349869242 0.00073619829494427688 0.00031366256469677695 -0.00036027067160409107 -0.00020119185591611127 0.00077556817639515979 0.00019849399542357907 4.8426751544827524e-05 -0.00040546392630353442
leaf_weight=0.0010426171577361002 0.0010373579181880265 0.0010996056224611874 0.0016345108347301613 0.0011877264846719381 0.0016726375372557636 0.0010556544520741755 0.0010342019046088238 0.0013087467074475265 0.0015391400821586944
leaf_count=627 793 266 386 434 508 265 145 346 140
internal_value=0 3.46526e-05 -0.000138724 3.00406e-05 0.000121444 0.00021083 9.11584e-05 0.00036245 -0.000162739
internal_weight=0 0.0115696 0.0038596 0.00282224 0.00770999 0.00603735 0.00498169 0.00240835 0.00257334
internal_count=3910 3283 1613 820 1670 1162 897 612 285
is_linear=0
shrinkage=0.00196078


Tree=5564
num_leaves=9
num_cat=0
split_feature=484 124 3 15 15 48 2 0
split_gain=0.000129964 4.37052e-05 0.000122378 6.14373e-05 0.00013174 8.44055e-05 7.67511e-05 3.86533e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 0.13772500000000001 -1.0000000180025095e-35 -0.07142999999999998 0.087035000000000015 0.090695000000000012 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -5
right_child=1 2 -4 6 -6 -7 -8 -9
leaf_value=-0.00066831429967814475 -0.00030525729825429585 0.00021054178081894264 0.00065763735077348272 0.00034775458247743665 0.00064314620072031953 -0.00041346834767794883 -0.00049369873066718874 -0.00016958481786880609
leaf_weight=0.0010342042569010971 0.0011437931555275402 0.0019794370388907375 0.0013124955555363837 0.0010199220152952194 0.0015104363074964697 0.0014394136022157777 0.0016251379245479014 0.0012187715943894339
leaf_count=627 306 519 191 431 467 269 487 613
internal_value=0 5.80206e-05 9.91378e-05 1.5774e-05 0.000160882 -5.21806e-05 -0.000169348 6.61088e-05
internal_weight=0 0.0112494 0.0101056 0.00879312 0.00492929 0.00341885 0.00386383 0.00223869
internal_count=3910 3283 2977 2786 1255 788 1531 1044
is_linear=0
shrinkage=0.00196078


Tree=5565
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 15 51 2 3
split_gain=0.000127172 3.97004e-05 0.000122508 7.82981e-05 5.05815e-05 4.20465e-05 0.000105867 7.45146e-05 0.000110914
threshold=-1.0000000180025095e-35 -0.49269499999999994 0.047345000000000005 1.0000000180025095e-35 0.083935000000000023 1.0000000180025095e-35 -0.09021499999999999 0.087995000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8 -9
right_child=1 2 -4 5 -6 -7 7 8 -10
leaf_value=-0.0006708461174625114 -0.00031902492462732956 -0.00060495148182913351 0.00073071887398084786 0.00070341813450528986 4.5999111086747713e-07 -0.00018385844116197087 -0.00028571290182913478 0.00056997328191361299 -0.000216878101708281
leaf_weight=0.0010483443552663672 0.0010567886648213216 0.0011285362397610819 0.0010040338591268535 0.0011956829831905576 0.0010013706188146225 0.0015015287887769346 0.0016417780513108089 0.0016397837077334184 0.0011875528771810575
leaf_count=627 167 780 136 141 750 472 396 291 150
internal_value=0 4.29049e-05 8.00382e-05 9.76189e-06 -0.000320319 0.000107865 0.00018519 4.6542e-05 0.000239476
internal_weight=0 0.0113571 0.0103003 0.00929623 0.00212991 0.00716633 0.0056648 0.00446911 0.00282734
internal_count=3910 3283 3116 2980 1530 1450 978 837 441
is_linear=0
shrinkage=0.00196078


Tree=5566
num_leaves=7
num_cat=0
split_feature=133 160 0 16 3 52
split_gain=1.62977e-05 5.98059e-05 2.35023e-05 6.80776e-05 8.41079e-05 5.55748e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -0.15713499999999997 -0.055679999999999993 -0.077894999999999978 -0.108275
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.010180490557562576 -0.017157996125661115 -0.0072434543243916896 0.0011854836658451292 0.012348992494195701 0.038743950768744789 -0.015065797806613221
leaf_weight=0.0013448833157823125 0.0019503925758000366 0.001834771161024807 0.0012968647470663151 0.0012383719069706009 0.0011036461627347465 0.001835378702402629
leaf_count=797 1041 189 644 502 371 366
internal_value=0 -0.00160017 0.00255138 0.00583425 0.0184532 -0.00402076
internal_weight=0 0.00925943 0.00730903 0.00547426 0.00240051 0.00307375
internal_count=3910 3113 2072 1883 1015 868
is_linear=0
shrinkage=0.1


Tree=5567
num_leaves=8
num_cat=0
split_feature=157 160 133 133 42 2 2
split_gain=1.56585e-05 3.78913e-05 4.21574e-05 2.72532e-05 6.08009e-05 4.98528e-05 4.97192e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.094185000000000005 0.088115000000000013 0.10796500000000002 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.011268169446892122 -0.016554487438478021 -0.0175761212840451 -0.0038381809600643753 -0.011029596534818047 0.025082875318228132 -0.014152136405856015 0.021192511420476599
leaf_weight=0.0010882087845183351 0.0014049421575837674 0.0010379872850553896 0.0016570163586987353 0.0010287973251345076 0.0013714987928212042 0.0014637832850266158 0.0015228748712730709
leaf_count=517 856 847 329 512 277 269 303
internal_value=0 -0.00139666 0.00123832 0.00401079 0.0065832 0.00111936 0.00814921
internal_weight=0 0.0094869 0.00808196 0.00704397 0.00601517 0.00464367 0.00317989
internal_count=3910 3393 2537 1690 1178 901 632
is_linear=0
shrinkage=0.1


Tree=5568
num_leaves=8
num_cat=0
split_feature=133 160 43 0 42 4 48
split_gain=1.78221e-05 4.40486e-05 2.27367e-05 4.14192e-05 7.47305e-05 7.49544e-05 6.91775e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 0.070805000000000021 -0.053834999999999994 0.088115000000000013 0.0021050000000000005 0.092150000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.010673168466450073 -0.015052887151206588 -0.022053847789427563 0.015574385546839232 -0.015159776401640276 0.026320430994034718 0.023023740615641868 -0.01189318536459045
leaf_weight=0.001344058063264591 0.0019371886931427431 0.0013085908115472653 0.001043953244947494 0.0014523046766911985 0.0011512040206629335 0.0013098615046981139 0.0010010308482326369
leaf_count=797 1041 756 105 404 483 237 87
internal_value=0 -0.00165412 0.00191766 -0.000373361 0.00412796 -0.00293053 0.00789845
internal_weight=0 0.00920413 0.00726695 0.00622299 0.00477069 0.00361948 0.00231089
internal_count=3910 3113 2072 1967 1563 1080 324
is_linear=0
shrinkage=0.1


Tree=5569
num_leaves=10
num_cat=0
split_feature=484 1 0 133 15 15 51 15 3
split_gain=0.000138751 6.30259e-05 9.59774e-05 0.000112159 7.31221e-05 0.00012334 8.81472e-05 0.000110849 0.000155609
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.017214999999999998 0.090935000000000016 -0.15202999999999997 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3 -9
right_child=1 4 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00069054512920991944 -0.00065405224246504632 0.00050763451228357632 0.00035985830820942403 -0.0004327724965987852 -0.00021658528891559513 0.00086571643242320476 0.00063984814552693636 0.00016048484502183938 -0.00077055384192131315
leaf_weight=0.0010743264566273484 0.0010800690736988434 0.001143871865259201 0.0016640191833750832 0.0011682098850144889 0.0016537557585740879 0.001032869895544861 0.0010088478931023093 0.0017148993729699338 0.0011550276634441133
leaf_count=627 804 337 388 434 498 263 134 323 102
internal_value=0 4.59659e-05 -0.000156731 3.29218e-05 0.000148831 0.000248625 0.000121725 -8.50237e-06 -0.00021422
internal_weight=0 0.0116216 0.0039123 0.00283223 0.00770927 0.00605552 0.00502265 0.0040138 0.00286993
internal_count=3910 3283 1626 822 1657 1159 896 762 425
is_linear=0
shrinkage=0.00196078


Tree=5570
num_leaves=10
num_cat=0
split_feature=147 11 52 13 1 13 2 48 2
split_gain=5.13813e-05 5.06769e-05 4.31734e-05 0.000102606 8.28707e-05 6.74825e-05 6.86953e-05 0.000109046 4.29258e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 0.11593500000000001 0.083175000000000013 0.085255000000000011 0.090405000000000013 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -8 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.00014396800828294506 0.00041292059651593202 -0.0004584755865116554 -0.00034945866732633387 0.00023130358460786353 -0.00056579347428094707 0.00047064838831677083 -0.00065752425394742596 0.00018982718354617627 0.00066999530851189013
leaf_weight=0.001296539826552463 0.0010006874093395615 0.0010608180871378983 0.0012354799020358022 0.0014946864431254767 0.001153943749407165 0.0010071977211068505 0.0013999906361187465 0.0010016923446791504 0.0011045414994765475
leaf_count=688 234 284 604 604 215 175 782 152 172
internal_value=0 -5.15971e-05 -7.07259e-06 4.2937e-05 -9.30268e-05 1.82281e-05 -9.87209e-05 -0.000304111 0.00038595
internal_weight=0 0.0107549 0.00969407 0.00845859 0.00605751 0.00490357 0.00389637 0.00240168 0.00240108
internal_count=3910 3676 3392 2788 1928 1713 1538 934 860
is_linear=0
shrinkage=0.00196078


Tree=5571
num_leaves=11
num_cat=0
split_feature=484 4 0 1 48 1 3 0 0 42
split_gain=8.05442e-05 4.42608e-05 8.32177e-05 9.4019e-05 5.33653e-05 0.000100375 7.78975e-05 9.47161e-05 7.67687e-05 5.21338e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.086285000000000014 0.088495000000000018 -0.074234999999999982 -0.14293499999999998 -0.18901999999999997 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -5 -7 -8 -6 -3
right_child=1 2 -4 4 8 6 7 -9 -10 -11
leaf_value=-0.00053741586747281251 -0.00035553108432467135 -0.00062710588147933558 0.00060001961514310359 0.00076403173300974598 -0.00047179608182090765 0.00046354262931531416 0.00033359833251884769 -0.0004494180901754906 0.00025144511062895428 -1.5615169589136407e-05
leaf_weight=0.0010205488430870902 0.001003664981855887 0.0011510247803833589 0.001046336345055251 0.0010915429364689927 0.0011746087437013164 0.0013709804262357242 0.0010238229291509617 0.0014145415189925838 0.001085901760455559 0.0010032795601033781
leaf_count=627 151 799 152 212 79 424 137 360 238 731
internal_value=0 3.76292e-05 7.57107e-05 1.68205e-05 0.00012486 0.000239815 8.96041e-05 -0.000120644 -0.000124366 -0.000342329
internal_weight=0 0.0113657 0.010362 0.0093157 0.0071614 0.00490089 0.00380934 0.00243836 0.00226051 0.0021543
internal_count=3910 3283 3132 2980 1450 1133 921 497 317 1530
is_linear=0
shrinkage=0.00196078


Tree=5572
num_leaves=6
num_cat=0
split_feature=1 4 160 16 0
split_gain=1.9625e-05 5.21542e-05 2.89901e-05 5.5357e-05 5.26603e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 -0.026849999999999995 -0.055679999999999993 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0040631032095342313 0.013746572425314213 -0.021291177645120958 -0.0064635003900263615 -0.015112430470539881 0.017664233931706307
leaf_weight=0.0019577604977234612 0.0018184338545310591 0.0013854515072937441 0.0017115850308929248 0.0018120473473492017 0.0019185621640102016
leaf_count=440 518 1552 193 577 630
internal_value=0 -0.0064439 0.00281517 -0.000837408 0.0062882
internal_weight=0 0.00334321 0.00726063 0.00544219 0.00363015
internal_count=3910 1992 1918 1400 823
is_linear=0
shrinkage=0.1


Tree=5573
num_leaves=8
num_cat=0
split_feature=42 3 15 484 16 0 1
split_gain=1.79788e-05 6.78239e-05 5.35011e-05 6.48131e-05 4.40782e-05 0.000164448 4.53858e-05
threshold=0.084100000000000022 -0.078884999999999997 0.084050000000000014 0.042570000000000004 -0.025139999999999999 -0.15007499999999999 0.097070000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6
right_child=1 -3 -4 -5 6 -7 -8
leaf_value=-0.010039967539112566 -0.021027386364771038 0.0099986523995939311 -0.017398088589790882 0.028169100699974844 -0.021429531683147388 0.036300229543111996 0.0065976383343641079
leaf_weight=0.0018459007827623774 0.0015471860508402759 0.0012937415437721538 0.0011601517626403891 0.0010897998155677685 0.0012957219715570333 0.0013087461190946154 0.0010427569392325487
leaf_count=185 1002 745 637 250 332 505 254
internal_value=0 -0.00689831 0.00240244 0.00589202 0.00147239 0.00918486 -0.00893187
internal_weight=0 0.00284093 0.00774308 0.00658293 0.00549313 0.00315465 0.00233848
internal_count=3910 1747 2163 1526 1276 690 586
is_linear=0
shrinkage=0.1


Tree=5574
num_leaves=8
num_cat=0
split_feature=49 42 1 15 16 4 43
split_gain=1.58294e-05 5.78986e-05 4.58735e-05 4.19973e-05 7.08322e-05 5.4606e-05 2.50413e-05
threshold=-0.045004999999999996 0.091955000000000023 0.10031000000000002 -0.038029999999999987 -0.09601999999999998 -0.06272999999999998 0.0016850000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.0042315857749015157 0.0078960319280317603 -0.023282516485627971 0.023349055981658984 -0.0067815853426743487 -0.023522095061683471 0.026043587734361606 0.012568263687120391
leaf_weight=0.0015007694970311084 0.0014124082408123692 0.0011252939893756243 0.0010081528518134345 0.0018129887874046165 0.0014586574083801473 0.0011624715401083699 0.0010597476451852383
leaf_count=286 418 758 243 954 639 405 207
internal_value=0 -0.00224847 0.00685106 0.00117877 -0.00806608 0.00775652 0.000356541
internal_weight=0 0.00803157 0.00250892 0.00690627 0.00287107 0.00403521 0.00287274
internal_count=3910 3381 529 2623 1057 1566 1161
is_linear=0
shrinkage=0.1


Tree=5575
num_leaves=9
num_cat=0
split_feature=0 13 47 49 4 15 1 2
split_gain=1.44735e-05 4.74901e-05 4.00297e-05 3.38741e-05 4.17415e-05 6.33392e-05 1.83753e-05 1.63179e-05
threshold=-0.017269999999999997 -0.028919999999999998 0.087850000000000025 -0.07107999999999999 -0.06272999999999998 -0.0089749999999999986 0.11899000000000001 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 -4 -6
right_child=1 -3 6 4 5 -7 -8 -9
leaf_value=-0.011165830684335914 -0.0093393800402751508 0.019702180234744002 -0.0050771690094222281 -0.0071810170071227378 0.011752676660768893 0.033082194364234485 -0.023318012217897803 -0.0062787128683122022
leaf_weight=0.0014386482850889453 0.0010030753390203699 0.0012836298264111952 0.0011964367262821403 0.0015080572847156002 0.0010052115845925746 0.0010477187450680615 0.0010257236270044879 0.0010023391112643273
leaf_count=312 113 333 341 1237 805 315 115 339
internal_value=0 0.00696295 -0.0020311 0.00221398 0.00643214 0.0131515 -0.0134969 0.00274988
internal_weight=0 0.00228671 0.00822414 0.00600198 0.00456333 0.00305527 0.00222216 0.00200755
internal_count=3910 446 3464 3008 2696 1459 456 1144
is_linear=0
shrinkage=0.1


Tree=5576
num_leaves=11
num_cat=0
split_feature=484 1375 484 133 16 16 47 42 1 2
split_gain=8.69373e-05 4.04069e-05 4.77059e-05 9.99472e-05 0.000106332 5.60329e-05 4.59033e-05 8.93213e-05 4.35054e-05 2.88717e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087420000000000012 0.099765000000000006 -0.014099999999999998 0.3935300000000001 0.092255000000000018 0.083725000000000008 0.087800000000000017 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 9 7 8 -3 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00056143809390010139 -0.00032589607237353934 -9.4058850598224993e-05 -0.00032317890003290132 -0.00045793217848562253 0.00043499424949340881 8.2867134391345686e-05 0.00029410346642520476 0.00031641599311018855 -0.00065920658008172177 0.00086777110619039007
leaf_weight=0.0010040945624659155 0.001048014946883012 0.0010798725998690207 0.0010231088715773546 0.0010122220351917984 0.0013990031727667911 0.0010881990185843109 0.0014214971408079025 0.001126605242402069 0.0010168074450914175 0.0010282552832759791
leaf_count=627 146 554 333 494 341 276 152 502 275 210
internal_value=0 4.07334e-05 7.84197e-05 0.000123215 0.000195302 0.00045258 5.78158e-07 -0.000128869 -0.000368133 0.000618331
internal_weight=0 0.0112436 0.0101956 0.00917246 0.00816024 0.00351546 0.00464478 0.00322329 0.00209668 0.00242726
internal_count=3910 3283 3137 2804 2310 827 1483 1331 829 551
is_linear=0
shrinkage=0.00196078


Tree=5577
num_leaves=8
num_cat=0
split_feature=1 52 0 12 48 15 3
split_gain=1.62238e-05 3.90519e-05 3.99896e-05 5.81901e-05 4.00242e-05 7.56048e-05 3.41391e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089570000000000025 0.08407000000000002 -0.0058549999999999991 -0.040669999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=-0.028383681859360139 0.0099843188183713922 -0.020089206274969153 0.0019129382213295316 -0.026038759850042028 0.012096954112128279 0.0069726619466569627 0.024747568785612142
leaf_weight=0.0010236371580207243 0.0013919415847291903 0.0010158387738788159 0.0017714794526804284 0.0010070146273684719 0.0017882703908732806 0.0014781556780463655 0.001038592479463222
leaf_count=511 345 576 716 524 327 690 221
internal_value=0 -0.00160613 0.000709827 -0.00440558 0.000672417 -0.00749379 0.0103525
internal_weight=0 0.00912299 0.00810715 0.00529708 0.00429006 0.00250179 0.00281007
internal_count=3910 3565 2989 2052 1528 1201 937
is_linear=0
shrinkage=0.1


Tree=5578
num_leaves=9
num_cat=0
split_feature=4 151 16 12 48 15 0 43
split_gain=1.94605e-05 2.76088e-05 6.0366e-05 5.01352e-05 4.71603e-05 5.1278e-05 7.00338e-05 6.14371e-05
threshold=0.27608500000000008 -0.075719999999999996 -0.092424999999999993 0.085665000000000005 0.091555000000000011 -0.017214999999999998 -0.083424999999999985 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 -8
right_child=-2 2 4 -5 -6 6 7 -9
leaf_value=0.011493646331529491 0.010389827834664123 -0.031174933116738371 -0.022224696198512958 -0.0017324909482059091 0.020806118603534582 0.025204245996590959 0.010279846313940452 -0.022952367191643563
leaf_weight=0.0013234534402659153 0.0015217143837741474 0.0012527302039421508 0.0010408523904942542 0.001074365426840877 0.0010419923530445435 0.0010052499873083351 0.0010954072858172851 0.0011303573972763022
leaf_count=495 441 242 566 378 246 457 285 800
internal_value=0 -0.00184104 -0.00415067 -0.017582 0.00173132 -0.0029214 0.00329705 -0.00659718
internal_weight=0 0.00896441 0.00764096 0.0023271 0.00531386 0.00427187 0.00323101 0.00222576
internal_count=3910 3469 2974 620 2354 2108 1542 1085
is_linear=0
shrinkage=0.1


Tree=5579
num_leaves=8
num_cat=0
split_feature=1 0 15 51 16 151 2
split_gain=1.69215e-05 3.94886e-05 2.3662e-05 4.54725e-05 5.28265e-05 4.07085e-05 0.000109515
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.019979999999999994 -0.0088999999999999982 0.10433000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=-0.015667067261726491 0.023407475848854015 0.0062492038528323326 -0.0083684448054137973 -0.0075846450175088096 -0.018454213991178456 -0.006249054360141666 0.038520291537472579
leaf_weight=0.001853143140476847 0.0011514893769891954 0.0014776834290122585 0.0015210708539224321 0.0012041095806786146 0.0010532111400593626 0.0011347526515298287 0.0010538514761528216
leaf_count=1913 265 95 571 208 355 286 217
internal_value=0 -0.00594416 0.00269145 0.00569693 0.00110992 0.00718327 0.0153082
internal_weight=0 0.00333083 0.00711849 0.00559741 0.00444592 0.00339271 0.0021886
internal_count=3910 2008 1902 1331 1066 711 503
is_linear=0
shrinkage=0.1


Tree=5580
num_leaves=8
num_cat=0
split_feature=49 42 52 0 2 2 457
split_gain=1.43073e-05 4.60712e-05 3.57499e-05 3.6934e-05 5.68579e-05 5.09743e-05 3.26284e-05
threshold=-0.045004999999999996 0.091955000000000023 -0.074484999999999982 -0.15137999999999999 0.10393500000000001 0.085155000000000022 0.084715000000000013
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0030678069798660275 -0.012489280984483786 -0.021016031729529924 0.018941420452019735 -0.0050467078494619913 -0.020643228683587353 0.021496821085243516 0.020248500219443744
leaf_weight=0.0014491442357823477 0.0015350730936680573 0.0011100459026023449 0.0013755210150386546 0.0016004359224683871 0.001003028537692401 0.0013203853215738161 0.0010244577169348523
leaf_count=371 685 758 178 766 242 752 158
internal_value=0 -0.00212034 0.00094869 0.00484128 -0.000101582 0.00695255 0.00658879
internal_weight=0 0.00794449 0.00683444 0.00529937 0.00392385 0.00292082 0.0024736
internal_count=3910 3381 2623 1938 1760 1518 529
is_linear=0
shrinkage=0.1


Tree=5581
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 1 0 0
split_gain=4.04498e-05 7.14255e-05 6.0246e-05 8.24396e-05 7.17099e-05 9.31575e-05 7.68453e-05 5.88867e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.085110000000000005 -0.060094999999999989 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00057759194676194393 -0.00038310157078631871 0.00048606855161258507 -0.00047699276911172529 0.00038449454964682765 -0.00069781175685098 0.00046152868494160013 9.904432663238967e-05 -4.9239499999015146e-05
leaf_weight=0.0010111635606878436 0.0010227316787943903 0.0011520713154220654 0.0010369902497127216 0.0018878320314875217 0.0010760872759182137 0.0014882479029044594 0.0017835143448171492 0.001076794968962357
leaf_count=1189 161 279 398 421 211 659 154 438
internal_value=0 2.53749e-05 -3.13255e-05 2.41974e-05 -8.14895e-05 6.52536e-05 -0.000145775 -0.000373419
internal_weight=0 0.0105127 0.00936063 0.00832364 0.00643581 0.00428293 0.00279468 0.00215288
internal_count=3910 3749 3470 3072 2651 2002 1343 649
is_linear=0
shrinkage=0.00196078


Tree=5582
num_leaves=9
num_cat=0
split_feature=1 13 15 43 52 2 1 16
split_gain=1.45476e-05 3.54006e-05 4.62352e-05 2.81184e-05 8.14252e-05 5.12497e-05 4.47591e-05 3.99071e-05
threshold=0.10786000000000001 -0.060719999999999989 -0.074174999999999977 -0.15648499999999999 0.086950000000000013 0.099015000000000006 0.089175000000000018 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.012198513030641621 0.019068367106941334 0.013528171444618828 -0.014763749913581613 0.014650070080493136 -0.027534822759586922 0.018596213927780419 -0.022955619938202665 -0.011802804084741337
leaf_weight=0.0010649753696908675 0.0012054539752486483 0.0010500598717970689 0.0012838711074687741 0.0012142636169695555 0.0012992234576409412 0.0011985848655529717 0.0010204355309102703 0.0010753686127950137
leaf_count=242 392 194 166 354 859 465 384 854
internal_value=0 0.0051525 -0.00203492 -0.00273855 -0.00547753 0.000878553 -0.00553706 0.00222598
internal_weight=0 0.00353938 0.00233393 0.00687285 0.00580788 0.00450865 0.00331007 0.00228963
internal_count=3910 752 360 3158 2916 2057 1592 1208
is_linear=0
shrinkage=0.1


Tree=5583
num_leaves=10
num_cat=0
split_feature=484 1375 1 47 43 0 13 2 2
split_gain=0.000101611 4.31025e-05 4.67999e-05 6.96489e-05 4.85577e-05 5.06296e-05 4.76321e-05 7.36286e-05 3.40989e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11198000000000001 0.084155000000000021 -0.073139999999999983 -0.077944999999999987 -0.0041499999999999983 0.086245000000000002 0.095995000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 8 -8 -6
right_child=1 2 3 -5 6 -7 7 -9 -10
leaf_value=-0.00059817014685258161 -0.00033171722070887097 -9.5391439381857106e-05 0.00063828870681552992 1.9772355946162874e-05 -0.00060363770484018423 0.00043594058480537828 0.0004478569220727761 -0.00026324542602306216 -9.2964155066813556e-05
leaf_weight=0.0010187599274403816 0.0010333275985212149 0.0012224460788035183 0.0012900316266866488 0.0015302576362720417 0.0010013143662363025 0.0015815219134243772 0.0010480944124516725 0.0012016300419169404 0.0010095370295395559
leaf_count=627 146 640 405 147 896 307 148 366 228
internal_value=0 4.93239e-05 8.91567e-05 0.000302689 3.91102e-06 0.000204296 -0.000127966 6.80407e-05 -0.000347257
internal_weight=0 0.0109182 0.00988483 0.00282029 0.00706454 0.00280397 0.00426058 0.00224972 0.00201085
internal_count=3910 3283 3137 552 2585 947 1638 514 1124
is_linear=0
shrinkage=0.00196078


Tree=5584
num_leaves=8
num_cat=0
split_feature=1 0 48 0 47 0 160
split_gain=1.4142e-05 3.83562e-05 2.53581e-05 6.67022e-05 4.78993e-05 7.12794e-05 9.31942e-05
threshold=0.076710000000000014 0.047345000000000005 0.086215000000000014 -0.18901999999999997 0.09252500000000001 -0.084154999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -2
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-0.015033887811575454 0.00012086696181996499 0.0066015977828040766 -0.024169596275353145 0.010470701541869246 -0.011386070830572992 -0.0083459843489760502 0.038629808390984899
leaf_weight=0.0018481787025204531 0.0011355822355916551 0.0014720704461169418 0.0010820814863611583 0.0011430905073979095 0.0011433250744071512 0.0011754263231048079 0.00140720193352938
leaf_count=1913 195 95 91 314 186 810 306
internal_value=0 -0.00544155 0.00246724 -0.00637457 0.00651422 0.0120184 0.0214321
internal_weight=0 0.00332025 0.00708671 0.00222517 0.00486154 0.00371821 0.00254278
internal_count=3910 2008 1902 405 1497 1311 501
is_linear=0
shrinkage=0.1


Tree=5585
num_leaves=9
num_cat=0
split_feature=474 160 133 133 42 2 16 1
split_gain=2.93969e-05 5.9163e-05 6.1063e-05 4.01265e-05 6.90568e-05 6.39351e-05 7.91217e-05 5.13602e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.099765000000000006 0.088115000000000013 0.10796500000000002 -0.110495 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=-0.00038240816610838929 0.00031280456914580169 -0.0003976553456432489 0.00063678702939851378 -0.00027568835505321644 0.00050527830464949992 -0.00028257547069208597 0.0003055299410672748 -0.00025666409133415544
leaf_weight=0.0016256688381749229 0.0010039644351405438 0.0011500678487097885 0.0010409588220050563 0.0010232352524144582 0.0015442534972038846 0.001674553608442487 0.0011291633353154801 0.0013985997534129127
leaf_count=927 424 843 141 469 326 272 236 272
internal_value=0 -3.82668e-05 2.41671e-05 8.62768e-05 0.000140844 3.35104e-05 0.000181828 -5.52945e-06
internal_weight=0 0.0105865 0.00896083 0.00781076 0.00678753 0.00524328 0.00356872 0.00252776
internal_count=3910 3486 2559 1716 1247 921 649 508
is_linear=0
shrinkage=0.00196078


Tree=5586
num_leaves=10
num_cat=0
split_feature=484 1 0 133 15 4 4 47 15
split_gain=7.69775e-05 6.85038e-05 0.000145412 0.000103021 9.10805e-05 0.000109886 8.29815e-05 8.33932e-05 2.64283e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 0.028075000000000006 0.088495000000000004 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 -8 -9
right_child=1 4 3 -5 -6 6 7 8 -10
leaf_value=-0.00051584673152743924 -0.00077905257250416009 0.00072199793186041505 0.00038431863109173868 -0.00037496069690650253 -0.00025313426960701886 -0.00037790942295516335 0.00063412989790317714 0.00023839194539412072 -0.00019492436325956007
leaf_weight=0.0010331321138490604 0.0010853533750910696 0.0014995714096665445 0.0016363229672423821 0.0011842831306104014 0.0016907960777521776 0.001035328828840343 0.0013595235204626674 0.0010478996975138207 0.001119044941599168
leaf_count=627 804 456 388 434 498 156 376 90 81
internal_value=0 4.25872e-05 -0.000169161 6.55213e-05 0.000149278 0.000261529 0.000110162 0.000253454 1.46205e-05
internal_weight=0 0.0116581 0.00390596 0.00282061 0.00775216 0.00606137 0.0045618 0.00352647 0.00216694
internal_count=3910 3283 1626 822 1657 1159 703 547 171
is_linear=0
shrinkage=0.00196078


Tree=5587
num_leaves=11
num_cat=0
split_feature=123 133 50 2 3 0 12 1 4 2
split_gain=3.9433e-05 6.87077e-05 6.12943e-05 5.78914e-05 9.54142e-05 6.93984e-05 0.000102705 5.37785e-05 4.67923e-05 1.11436e-05
threshold=1.0000000180025095e-35 0.098810000000000023 0.07992500000000001 0.11230000000000001 0.10223 -0.070894999999999986 0.086935000000000012 0.079945000000000016 -0.07712999999999999 0.12068000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -7 -5
right_child=-2 -3 -4 9 -6 8 -8 -9 -10 -11
leaf_value=0.00044730791191706728 0.00035596950788415865 -0.00053387217718463362 -0.00044512946873674451 -8.8564875924792742e-05 0.00070095326526393618 3.1786831142537007e-05 -0.00063880756340473478 -0.00012320677837075853 0.00062048989275914374 -0.00037929246065711774
leaf_weight=0.0010052860137540159 0.001023129906857159 0.0010097226703881844 0.0010493484007728588 0.0010063395841732391 0.0010028484687031004 0.0010113478510506702 0.0010338942736725244 0.0017256939637902862 0.0010664666217231056 0.0010213354321862221
leaf_count=540 334 575 562 181 119 176 794 209 180 240
internal_value=0 -4.65818e-05 3.00506e-06 5.60016e-05 0.000142198 4.62929e-05 -0.000112462 8.68022e-05 0.000333947 -0.000235004
internal_weight=0 0.0109323 0.00992256 0.00887321 0.00684554 0.00584269 0.00376487 0.00273098 0.00207781 0.00202768
internal_count=3910 3576 3001 2439 2018 1899 1543 749 356 421
is_linear=0
shrinkage=0.00196078


Tree=5588
num_leaves=8
num_cat=0
split_feature=11 16 457 2 3 12 4
split_gain=1.44155e-05 2.11928e-05 3.62791e-05 4.03931e-05 7.61533e-05 7.96268e-05 6.83856e-05
threshold=0.077330000000000024 -0.41862999999999995 0.085230000000000014 0.11290500000000002 0.092005000000000017 0.080120000000000011 -0.0070149999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.011058732548619445 -0.011348968797964626 0.023149937273142254 -0.014574981629114185 0.020632604273669683 -0.020461813789440713 -0.016410858868344744 0.016826548909899066
leaf_weight=0.0012341242629876842 0.0010211427547990115 0.0019285771631874118 0.0010277708966913218 0.0014179039557824869 0.0012137629274916748 0.0016101082134791739 0.0010056723918388591
leaf_count=394 279 346 183 427 141 1627 513
internal_value=0 0.00115882 0.00299675 0.00551342 0.00179041 0.00773381 -0.00363229
internal_weight=0 0.00943792 0.0082038 0.00717602 0.00575812 0.00454436 0.00261578
internal_count=3910 3631 3237 3054 2627 2486 2140
is_linear=0
shrinkage=0.1


Tree=5589
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 2 13 1
split_gain=1.4657e-05 4.02268e-05 7.22987e-05 4.96088e-05 5.15288e-05 5.71121e-05 4.32765e-05 5.30982e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11119000000000002 0.082870000000000013 -0.074234999999999982 0.090815000000000021 0.0024700000000000004 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0098156706168433909 -0.0026181574305905999 0.015151312263083683 -0.028588685221756768 0.018169878234823026 -0.033176465690828917 -0.0013947750755358391 -0.011594165791778729 0.028947693272015573
leaf_weight=0.0013145726213640496 0.001140575806451103 0.0012542330144404224 0.0010477446605721211 0.0011907114907460546 0.0010397287755320986 0.0012394724541590775 0.0011998437308364043 0.0010002205176735885
leaf_count=210 1362 419 140 214 283 384 457 441
internal_value=0 -0.00147949 -0.00413387 -0.000371709 -0.00430023 -0.015893 0.00360909 0.01213
internal_weight=0 0.00911253 0.0078583 0.00681055 0.00561984 0.0022792 0.00334064 0.0021408
internal_count=3910 3700 3281 3141 2927 667 2260 1803
is_linear=0
shrinkage=0.1


Tree=5590
num_leaves=7
num_cat=0
split_feature=4 42 0 4 4 15
split_gain=1.45811e-05 2.77245e-05 3.89183e-05 7.62243e-05 4.45509e-05 4.48093e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 0.080255000000000007 0.0057500000000000008 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.016329350025478067 0.0090754117073560073 -0.016018975038139146 0.013160530466322729 -0.026601646522726837 0.017413908602373056 0.0068060544614885685
leaf_weight=0.0015718487755345841 0.0014980986466540175 0.0011580644762337671 0.001863927971111165 0.0011428262065544953 0.0013649307683633368 0.0017911322538721622
leaf_count=903 441 711 288 213 265 1089
internal_value=0 -0.00158891 0.000571618 -0.00342529 0.00217687 -0.00400737
internal_weight=0 0.00889273 0.00773467 0.00587074 0.00472791 0.00336298
internal_count=3910 3469 2758 2470 2257 1992
is_linear=0
shrinkage=0.1


Tree=5591
num_leaves=10
num_cat=0
split_feature=11 48 42 4 133 16 151 15 0
split_gain=5.3242e-05 6.32202e-05 4.72489e-05 6.17946e-05 4.50271e-05 5.0781e-05 6.80818e-05 0.000106575 5.94699e-05
threshold=0.079700000000000007 0.093225000000000016 0.086325000000000013 0.039965000000000007 0.065880000000000008 -0.19424999999999998 -0.0074049999999999993 -0.017214999999999998 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -8 -9
right_child=-2 -3 3 -5 -6 6 7 8 -10
leaf_value=-0.00039860082741379236 -0.0004371100242963374 0.00035037551960404153 -0.00063841505255099365 4.6059108071342356e-05 0.00033012918991507365 0.00048246968734916491 -0.00058533109112408074 0.00048332204802628158 -0.00016704126626128658
leaf_weight=0.0012161001661050615 0.001013816329457881 0.001975561068328577 0.0010268602334549957 0.0010018586192454498 0.0015855941406884731 0.001075914877742239 0.0010935183145778099 0.0011069827935221558 0.0010564407168066809
leaf_count=226 254 402 947 321 614 148 302 295 401
internal_value=0 3.22357e-05 -3.63538e-05 -0.000300396 3.87268e-05 -4.45404e-05 5.48336e-05 -8.64339e-05 0.000165737
internal_weight=0 0.0111388 0.00916327 0.00202872 0.00713455 0.00554896 0.00433286 0.00325694 0.00216342
internal_count=3910 3656 3254 1268 1986 1372 1146 998 696
is_linear=0
shrinkage=0.00196078


Tree=5592
num_leaves=9
num_cat=0
split_feature=1 13 15 43 42 52 4 4
split_gain=1.43926e-05 2.70313e-05 4.04165e-05 2.5563e-05 8.02932e-05 6.87183e-05 4.4598e-05 5.81564e-05
threshold=0.10786000000000001 -0.052124999999999998 -0.074174999999999977 -0.15648499999999999 0.085545000000000024 0.086950000000000013 -0.080874999999999989 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=0.011501591737910065 0.017345623522865089 0.013290023341956723 -0.013195988339299006 0.022699963059232206 -0.030065579582603905 -0.021763628580387172 -0.015944008157424271 0.014854489763566958
leaf_weight=0.0010682982180436123 0.0011982840549850074 0.0010570702913730687 0.0012663195315461518 0.0011935294459539717 0.0010704410919345686 0.0010907101953511571 0.0012524894418832033 0.0012010311497474798
leaf_count=242 398 191 163 462 1207 394 599 254
internal_value=0 0.00514617 -0.00114567 -0.00271505 -0.00532991 0.000258828 0.00684501 -0.000867731
internal_weight=0 0.00352167 0.00232339 0.0068765 0.0058082 0.00473776 0.00364705 0.00245352
internal_count=3910 752 354 3158 2916 1709 1315 853
is_linear=0
shrinkage=0.1


Tree=5593
num_leaves=10
num_cat=0
split_feature=484 1375 12 2 2 1 15 1 3
split_gain=0.000127123 5.41244e-05 4.57564e-05 5.2831e-05 0.000162818 0.00010278 8.09418e-05 8.23533e-05 4.87185e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10852500000000001 0.096540000000000015 0.10796500000000002 0.11198000000000001 -0.064869999999999983 0.076710000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3 -8 -9
right_child=1 2 -4 4 5 -7 7 8 -10
leaf_value=-0.00066736697265687363 -0.00037700514949155642 -0.00037628571516201009 -0.00028088462605966539 0.00087126273073728961 -0.00036922475204820184 0.00040819626905222808 -0.00019228342514773892 0.0006902733795447919 0.00010860466866977892
leaf_weight=0.0010272018353367765 0.001021893186068947 0.0014778866089625634 0.0011031575959516487 0.0013303296095175231 0.0012770700900393925 0.0013396839449115469 0.0014745979720589609 0.0011317317899124997 0.0010837372791665555
leaf_count=627 146 534 269 337 280 288 847 404 178
internal_value=0 5.32496e-05 9.62782e-05 0.000141925 0.000312736 2.87868e-05 1.14658e-05 0.000166762 0.000405739
internal_weight=0 0.0112401 0.0102182 0.00911504 0.00394708 0.00261675 0.00516795 0.00369007 0.00221547
internal_count=3910 3283 3137 2868 905 568 1963 1429 582
is_linear=0
shrinkage=0.00196078


Tree=5594
num_leaves=11
num_cat=0
split_feature=484 4 0 12 1 49 1 3 2 12
split_gain=8.48245e-05 4.75277e-05 7.48832e-05 4.60499e-05 8.42352e-05 7.10252e-05 0.000168759 8.33221e-05 3.9784e-05 3.6094e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 0.12864500000000004 -0.085974999999999982 0.09112000000000002 -1.0000000180025095e-35 0.10433000000000002 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 9 -8 -7
right_child=1 2 -4 4 -6 6 8 -9 -10 -11
leaf_value=-0.00055100434193896793 -0.00036538540609815014 -0.00037517788125176376 0.00057230070411817802 -0.00048739584329942563 0.00057089621818473373 0.00041765145848917279 -0.00050530825449694977 0.00083244884035054659 -4.9801044058045433e-05 -9.0733438883275805e-05
leaf_weight=0.0010420546324046475 0.0010435105931782341 0.0010203706727876958 0.0010414013774735159 0.0010312403595248085 0.0011025789258735695 0.0010555706989411424 0.0014238066945388289 0.0010525991741339191 0.0015286648947840271 0.0010927519931945118
leaf_count=627 151 423 152 150 136 529 350 76 160 1156
internal_value=0 3.34503e-05 7.36658e-05 1.78748e-05 6.62698e-05 -1.11719e-05 6.86379e-05 0.000380499 -0.000269466 0.00015906
internal_weight=0 0.0113925 0.010349 0.00930758 0.00828721 0.00718463 0.00615339 0.00320092 0.00295247 0.00214832
internal_count=3910 3283 3132 2980 2557 2421 2271 1761 510 1685
is_linear=0
shrinkage=0.00196078


Tree=5595
num_leaves=9
num_cat=0
split_feature=48 48 51 1 159 2 3 15
split_gain=3.13739e-05 8.08807e-05 9.37879e-05 8.11708e-05 4.95448e-05 6.27997e-05 6.34399e-05 1.00194e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.081975000000000006 0.10362500000000001 -0.078884999999999997 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00015715942300208801 -0.00033846730076096692 0.00050555442783165212 -0.00059013043603342076 0.00038087747246645171 -0.00046096337531313739 -0.0003445782603849752 0.00021648100884189226 0.00048015986980380122
leaf_weight=0.0016735425960296732 0.0010268585349780751 0.0011751397774468165 0.0010576851908358576 0.0019418696125134997 0.0010737305632302283 0.0014712746197648643 0.001105718101173103 0.0011104966649553483
leaf_count=1325 161 279 398 421 400 378 231 317
internal_value=0 2.04713e-05 -3.99507e-05 2.95184e-05 -7.65141e-05 4.85106e-07 0.000131003 0.000348605
internal_weight=0 0.0106095 0.00943432 0.00837663 0.00643476 0.00536103 0.00388976 0.00221621
internal_count=3910 3749 3470 3072 2651 2251 1873 548
is_linear=0
shrinkage=0.00196078


Tree=5596
num_leaves=9
num_cat=0
split_feature=49 42 151 43 43 48 13 15
split_gain=1.52877e-05 4.15372e-05 3.9274e-05 3.63932e-05 3.61605e-05 4.7538e-05 2.81751e-05 5.37487e-05
threshold=-0.047894999999999993 0.092395000000000019 -0.030624999999999996 -0.16369999999999998 -0.0037249999999999996 0.091065000000000021 -0.09547499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 -6 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=0.021979334897966357 0.018290559259490184 -0.020303709555929292 -0.0042836368321783492 -0.017336174676726476 0.019329469564470032 -0.016945102711508002 0.013912192753597256 -0.015777636630431538
leaf_weight=0.0010040349528867721 0.0010068976547242588 0.0010880054938303607 0.0013153531022386021 0.00125719296852057 0.0012436979113251956 0.0010612538422804341 0.0013892649695283589 0.0010867117193008582
leaf_count=258 192 746 247 1420 167 148 243 489
internal_value=0 -0.0021185 0.00708529 0.000689955 -0.00224506 0.00172329 0.00704954 0.00088126
internal_weight=0 0.00813302 0.00231939 0.00704502 0.00603812 0.00478093 0.00371967 0.00247598
internal_count=3910 3405 505 2659 2467 1047 899 732
is_linear=0
shrinkage=0.1


Tree=5597
num_leaves=8
num_cat=0
split_feature=11 43 2 42 13 15 2
split_gain=1.53006e-05 2.08446e-05 5.71569e-05 3.34058e-05 2.79959e-05 4.73085e-05 3.37065e-05
threshold=0.077330000000000024 -0.053009999999999995 0.093815000000000009 0.085195000000000007 -0.09547499999999999 -1.0000000180025095e-35 0.11203000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=-0.012889295961700945 -0.011692954141986232 0.0079678233944137766 0.026384453891801232 0.011741048738947414 0.0097624885288477257 -0.020972920352138616 -0.01313143689144048
leaf_weight=0.0012027374926748707 0.0010213674691614437 0.0018569654920735142 0.0010862456696453119 0.001015667171410078 0.0016977294065215107 0.0015081472946694716 0.001035232199942874
leaf_count=635 279 348 539 528 404 1015 162
internal_value=0 0.00119415 0.00759008 -0.00161262 -0.00227191 -0.00675537 0.00109038
internal_weight=0 0.00940272 0.00330465 0.0022184 0.00609807 0.00424111 0.00273296
internal_count=3910 3631 1702 1163 1929 1581 566
is_linear=0
shrinkage=0.1


Tree=5598
num_leaves=9
num_cat=0
split_feature=484 124 3 133 0 151 42 0
split_gain=0.000113616 4.4735e-05 9.34029e-05 7.17167e-05 7.46357e-05 7.74583e-05 8.02481e-05 0.000137042
threshold=-1.0000000180025095e-35 -0.018779999999999995 0.13772500000000001 -0.036599999999999987 -0.053834999999999994 -0.0088999999999999982 0.088115000000000013 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.00064203437989514885 -0.00031435775573077134 0.00042653250672483378 0.00058797966857152819 -0.00035166747067247127 -0.00041505271092159163 0.00034005354218885695 0.00062122993121830434 -0.00050424501695436755
leaf_weight=0.0010085493645501592 0.0011912274818453141 0.0013806386554162412 0.0012547781405297847 0.0013998174160433025 0.0017431844362925698 0.001928650159284132 0.001155318546699321 0.0011984031684230735
leaf_count=627 306 655 191 296 398 188 534 715
internal_value=0 4.49422e-05 8.74843e-05 1.61682e-05 -6.0133e-05 4.87495e-05 0.000179637 1.64869e-05
internal_weight=0 0.011252 0.0100608 0.00880601 0.00742537 0.00568219 0.00428237 0.00312705
internal_count=3910 3283 2977 2786 2131 1733 1437 903
is_linear=0
shrinkage=0.00196078


Tree=5599
num_leaves=10
num_cat=0
split_feature=52 376 457 160 1 4 2 15 1
split_gain=4.0304e-05 5.18907e-05 5.96603e-05 7.99651e-05 4.33381e-05 5.23948e-05 8.01141e-05 0.000101255 3.24832e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 0.043720000000000009 0.11561500000000001 -1.0000000180025095e-35 0.093070000000000014 0.079360000000000014 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -7
right_child=1 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.00036534640927525551 0.00074103576906909174 0.00044660954568595166 0.00035555420414314575 -0.00059433403581136014 0.00029263167872237714 -4.8403720269610804e-05 -0.0003366371933131406 -0.00012071849077846459 -0.00051097678119140812
leaf_weight=0.0010749693731579241 0.0010398270721027917 0.0010511162075754138 0.0014391029983954551 0.001008451730927405 0.0014927237151106422 0.0010505599505126737 0.0011542013907127101 0.0010571844635549089 0.00131326811543033
leaf_count=425 412 200 241 366 354 398 359 1004 151
internal_value=0 3.30986e-05 -1.23889e-05 -7.76297e-05 -4.31951e-06 -8.32621e-05 7.82416e-05 0.000306592 -0.000305395
internal_weight=0 0.0106064 0.00955532 0.00811622 0.00710776 0.00561504 0.00325121 0.00209701 0.00236383
internal_count=3910 3485 3285 3044 2678 2324 1775 1416 549
is_linear=0
shrinkage=0.00196078


Tree=5600
num_leaves=8
num_cat=0
split_feature=1 42 13 3 2 3 2
split_gain=1.57102e-05 3.0857e-05 3.19926e-05 8.78477e-05 3.57996e-05 3.54046e-05 4.37208e-05
threshold=0.12864500000000004 0.091955000000000023 -0.13934999999999997 -0.100615 0.10796500000000002 -0.078884999999999997 0.083795000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.012454897583779587 0.010023513692065705 -0.0169127544116594 0.025405801927866525 -0.013561696742085575 -0.017344008287348948 0.024231970968083813 -0.0017292319458976004
leaf_weight=0.0015108331492963293 0.0013431835369231314 0.0011448190097623013 0.0014478024692855477 0.0010275176168239677 0.0012344476468841075 0.0010502802619084815 0.0016965291299436481
leaf_count=170 331 738 392 1359 248 224 448
internal_value=0 -0.00156111 0.00064473 0.00371003 -0.0025612 0.00227373 0.00819739
internal_weight=0 0.00911223 0.00796741 0.00645658 0.00500877 0.00377433 0.00274681
internal_count=3910 3579 2841 2671 2279 2031 672
is_linear=0
shrinkage=0.1


Tree=5601
num_leaves=10
num_cat=0
split_feature=1 151 1 4 3 0 4 4 3
split_gain=2.95369e-05 3.78125e-05 0.000103471 3.53627e-05 3.58234e-05 5.92234e-05 3.26132e-05 4.46371e-05 7.23171e-06
threshold=0.10373000000000002 -0.076429999999999984 0.090820000000000012 -1.0000000180025095e-35 0.084925000000000014 -0.077944999999999987 0.053925000000000008 0.24280000000000004 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2 -8 -9
right_child=6 2 -4 -5 -6 -7 7 8 -10
leaf_value=0.00024234502089518371 0.00034894946550804496 -0.00042525304822432997 -0.00072499264360974464 -0.00035452750585484639 0.00034840016797071851 0.00015782384331805159 -0.00033048356717790584 0.00028326171363152327 5.2393542877633456e-05
leaf_weight=0.0011078332225657817 0.0014963760871503674 0.0010923436517985396 0.0010078271165793904 0.0010571082634081956 0.001107077451571372 0.0017310924335679238 0.0010594586952457075 0.0010064452715734446 0.0010829228433246328
leaf_count=411 366 1154 385 536 85 437 99 271 166
internal_value=0 -9.04613e-05 -0.000151957 -3.61661e-05 4.94569e-05 -6.77596e-05 0.00011062 -2.63848e-06 0.000163602
internal_weight=0 0.00710328 0.00599545 0.00498762 0.00393051 0.00282344 0.0046452 0.00314883 0.00208937
internal_count=3910 3008 2597 2212 1676 1591 902 536 437
is_linear=0
shrinkage=0.00196078


Tree=5602
num_leaves=8
num_cat=0
split_feature=1 4 1 1 3 3 15
split_gain=1.58425e-05 2.80148e-05 3.10135e-05 2.19404e-05 3.54804e-05 4.35532e-05 6.56828e-05
threshold=0.10786000000000001 0.053925000000000008 0.11986000000000001 0.096035000000000023 -0.115685 0.090325000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.01504098303863172 0.018432140332038532 0.01229413703995662 -0.010527081372865999 -0.015743827465095585 -0.02808377672201013 0.010510815305630406 0.00099347018871542175
leaf_weight=0.0011843831812877242 0.0011210169288565263 0.0010473781549324658 0.0013802020022556643 0.0011100116561053577 0.001300675400841577 0.0013793514176530103 0.0019290287734549584
leaf_count=234 270 155 327 379 1119 130 1296
internal_value=0 0.00535701 -0.000680879 -0.00286449 -0.000396837 -0.00436387 -0.0107166
internal_weight=0 0.0035486 0.00242758 0.00690345 0.00579344 0.00460906 0.0032297
internal_count=3910 752 482 3158 2779 2545 2415
is_linear=0
shrinkage=0.1


Tree=5603
num_leaves=9
num_cat=0
split_feature=4 15 16 52 13 16 15 15
split_gain=1.51681e-05 5.43698e-05 3.40752e-05 5.75046e-05 4.81079e-05 5.90257e-05 6.29815e-05 9.08584e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.19424999999999998 0.11110500000000002 0.0024700000000000004 0.24895000000000003 -0.0058549999999999991 0.080970000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.01902881115329684 0.021890196511104902 -0.0093156327300929313 -0.0066542625736895015 0.022192213067127702 -0.020817905315682693 -0.019695671939733237 0.040441987822118219 -0.0019739699653822831
leaf_weight=0.0010342111963736337 0.0011878132083385884 0.0010535281421359985 0.0017921191494948484 0.0010348223025025242 0.0012475391729340844 0.0010589144430962955 0.0010036198354690282 0.0010165328521825826
leaf_count=148 348 201 829 509 509 322 185 859
internal_value=0 0.0072221 -0.00206228 0.000390625 -0.00329654 0.00119078 0.0069923 0.0190984
internal_weight=0 0.00224134 0.00818776 0.00715355 0.00611873 0.00487119 0.00381227 0.00202015
internal_count=3910 549 3361 3213 2704 2195 1873 1044
is_linear=0
shrinkage=0.1


Tree=5604
num_leaves=7
num_cat=0
split_feature=49 42 3 3 15 457
split_gain=1.77457e-05 4.66254e-05 6.12619e-05 5.06163e-05 3.63799e-05 3.40368e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -0.015794999999999997 -0.074174999999999977 0.084715000000000013
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=-0.0026251522056552562 0.015181163441152765 -0.020582221500205267 0.019774109818333586 0.0052634777205667251 -0.014716346802261719 0.021237472700111844
leaf_weight=0.0014268859077195776 0.0012726816804635279 0.0019558865671977814 0.0010544628762851936 0.0017571196097274869 0.0018933049904055919 0.0010286566655204219
leaf_count=371 529 1498 740 351 263 158
internal_value=0 -0.00235693 -0.00570796 0.000475483 -0.00509913 0.00737119
internal_weight=0 0.00793346 0.00666077 0.00470489 0.00365042 0.00245554
internal_count=3910 3381 2852 1354 614 529
is_linear=0
shrinkage=0.1


Tree=5605
num_leaves=8
num_cat=0
split_feature=49 42 3 4 4 4 0
split_gain=1.44108e-05 3.78639e-05 4.98742e-05 4.3945e-05 8.36235e-05 4.10929e-05 3.24137e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 0.080255000000000007 -0.15534499999999998 -0.10783
decision_type=2 2 2 2 2 2 2
left_child=6 -2 -3 5 -5 -4 -1
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.016410988624043769 0.01369469964756556 -0.018603089330902614 -0.003408178755608695 -0.030676415782593669 0.0061404456546954016 0.0245342817322632 -0.0068975797589939138
leaf_weight=0.0014244228106656276 0.0012698970941504781 0.0019480143776828074 0.0010105833962669266 0.0010152082761696905 0.0015725378085527839 0.0010982855053349241 0.0010266192666009628
leaf_count=218 529 1498 156 303 398 497 311
internal_value=0 -0.00212694 -0.00515071 0.000428932 -0.00830331 0.0111441 0.00664819
internal_weight=0 0.00791453 0.00664463 0.00469661 0.00258775 0.00210887 0.00245104
internal_count=3910 3381 2852 1354 701 653 529
is_linear=0
shrinkage=0.1


Tree=5606
num_leaves=8
num_cat=0
split_feature=42 51 43 1 1 4 4
split_gain=1.3076e-05 3.92514e-05 3.01171e-05 4.12983e-05 4.00852e-05 2.58329e-05 2.09451e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 0.10498500000000001 0.11395500000000001 -1.0000000180025095e-35 -0.081189999999999984
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0079494587401887414 -0.014304070616242438 0.017495343276733445 -0.0075114108882237216 0.026595268603425579 -0.00046622413216873397 -0.015577867385716891 0.01207163054517235
leaf_weight=0.0017414087939698229 0.0013210618127596462 0.0014204439277734019 0.0011744611482218208 0.001020760417497193 0.0011802756824186586 0.0014574204122473878 0.0010209304714773272
leaf_count=1060 521 488 296 169 353 374 649
internal_value=0 0.00155324 0.00443304 0.00126345 0.0120839 -0.00525652 0.00159536
internal_weight=0 0.00859535 0.00727429 0.00585385 0.00220104 0.00365281 0.00219539
internal_count=3910 2850 2329 1841 522 1319 945
is_linear=0
shrinkage=0.1


Tree=5607
num_leaves=8
num_cat=0
split_feature=1 42 160 49 2 43 16
split_gain=1.33152e-05 2.63827e-05 3.17054e-05 7.02136e-05 4.98639e-05 4.12065e-05 8.23697e-05
threshold=0.12730000000000002 0.091955000000000023 0.069910000000000014 -0.0019649999999999997 0.10362500000000001 -0.07526999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.024392925870653902 0.0091673614270217207 -0.015956655372172068 0.012525633346901427 0.024189838206046491 -0.012296962980729246 -0.01846060156067365 0.020628085163993764
leaf_weight=0.0012080681166307967 0.0013625653357667135 0.0010988466050825358 0.0017334647335201158 0.0012035721320699561 0.0015538571046637565 0.0010776737421739771 0.0010787066626155952
leaf_count=438 345 732 453 596 355 650 341
internal_value=0 -0.00144355 0.000586616 -0.00279402 0.0025161 0.00936661 0.0010931
internal_weight=0 0.00895419 0.00785534 0.00612188 0.00491381 0.00335995 0.00215638
internal_count=3910 3565 2833 2380 1942 1587 991
is_linear=0
shrinkage=0.1


Tree=5608
num_leaves=8
num_cat=0
split_feature=133 42 160 15 15 15 47
split_gain=1.27949e-05 3.98968e-05 4.05562e-05 3.85896e-05 4.57864e-05 8.30655e-05 2.83532e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.031229999999999997 -0.090344999999999995 0.08801500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.010585170993930883 -0.017120355473788058 -0.011217970889566177 0.0085491163490788048 0.021571065334708015 -0.012052566667488582 0.030466202296321854 -0.014932717880217423
leaf_weight=0.0010212145425126237 0.0013468058349342055 0.0019050117222164107 0.0010110594817084404 0.0011997718716225628 0.0016382150523214468 0.0011183762170312596 0.0010463713577705332
leaf_count=604 752 952 297 505 316 349 135
internal_value=0 -0.00120891 0.00149725 0.0055251 0.00152606 0.00853048 -0.00339331
internal_weight=0 0.00926561 0.00791881 0.00601379 0.00481402 0.00317581 0.00205743
internal_count=3910 3306 2554 1602 1097 781 432
is_linear=0
shrinkage=0.1


Tree=5609
num_leaves=9
num_cat=0
split_feature=484 1375 1 47 42 160 15 16
split_gain=0.00011831 5.02984e-05 5.56443e-05 8.17184e-05 4.80779e-05 7.80561e-05 6.97445e-05 3.41142e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11198000000000001 0.084155000000000021 -1.0000000180025095e-35 -0.080184999999999992 -0.021529999999999997 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 -7 -8
right_child=1 2 3 -5 5 6 7 -9
leaf_value=-0.00065543532927459229 -0.00036589525566554687 -0.00033633386016612845 0.00068534874719316141 2.1031218720853873e-05 -0.00042342321829577092 0.00046564437697130874 0.00017403037971615588 -0.00025074146347750086
leaf_weight=0.0010031697430448331 0.0010267946928153348 0.0013467554543023013 0.0012955818944989663 0.0015802582497501084 0.0010047676743735606 0.001937590408016734 0.0016488964165525875 0.0013000326313464356
leaf_count=627 146 913 405 147 434 453 585 200
internal_value=0 4.7598e-05 8.95772e-05 0.00032031 -2.09827e-06 7.43084e-05 0.000176652 -1.32299e-05
internal_weight=0 0.0111407 0.0101139 0.00287584 0.00723804 0.00589129 0.00488652 0.00294893
internal_count=3910 3283 3137 552 2585 1672 1238 785
is_linear=0
shrinkage=0.00196078


Tree=5610
num_leaves=8
num_cat=0
split_feature=4 15 2 52 150 3 15
split_gain=1.29892e-05 4.86545e-05 2.90026e-05 4.36088e-05 5.29282e-05 5.87583e-05 3.80125e-05
threshold=0.24280000000000004 -0.14487999999999998 0.11043500000000002 0.086950000000000013 0.083295000000000022 -0.075679999999999983 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.0090245949455855339 0.020669957151683436 -0.0090197592088870505 0.0095757396870924313 -0.020725884019602868 -0.021174789837844155 0.0013778279744502294 0.027777487437602996
leaf_weight=0.0017666908084856166 0.0011764933535269918 0.0010397931440757576 0.0017299735771273989 0.0013841553199846366 0.0010026991078456986 0.001020784167859688 0.0011712153411932897
leaf_count=1338 348 201 451 860 281 223 208
internal_value=0 0.00674073 -0.00190177 -0.00503086 -0.000652182 0.004546 0.0154835
internal_weight=0 0.00221629 0.00807552 0.00634554 0.00496139 0.00395869 0.002192
internal_count=3910 549 3361 2910 2050 1769 431
is_linear=0
shrinkage=0.1


Tree=5611
num_leaves=11
num_cat=0
split_feature=484 4 0 0 0 0 16 2 151 4
split_gain=0.000113299 4.10102e-05 7.45769e-05 5.17652e-05 5.09051e-05 4.46314e-05 8.76262e-05 8.17852e-05 6.86069e-05 7.75678e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.077944999999999987 -0.10575999999999998 -0.014754999999999999 0.084620000000000015 -0.0088999999999999982 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -7 -3 -10
right_child=1 2 -4 -5 -6 7 -8 -9 9 -11
leaf_value=-0.00063968873956108405 -0.00033025633035510299 -0.00039413393346674695 0.00055281093045968178 -0.000391914732448498 0.00044175772519338834 -0.00059642215211270339 0.00061843947391792447 0.00017826360862809219 -0.00017407655800164514 0.00057540426355881362
leaf_weight=0.0010129254102510697 0.0010123660563782508 0.0012664517425140039 0.0011532505299852404 0.001023909460052993 0.0012374882017805915 0.0010998788222517681 0.0010371009505890181 0.0010005827349062969 0.0011167866350725612 0.0010120055430084432
leaf_count=627 151 142 222 222 581 577 132 908 179 169
internal_value=0 4.57204e-05 8.39841e-05 2.25033e-05 7.71121e-05 8.03849e-06 0.000119607 -0.00022739 -3.27651e-05 0.000182219
internal_weight=0 0.0109598 0.00994745 0.0087942 0.00777029 0.00653281 0.00443234 0.00210046 0.00339524 0.00212879
internal_count=3910 3283 3132 2910 2688 2107 622 1485 490 348
is_linear=0
shrinkage=0.00196078


Tree=5612
num_leaves=9
num_cat=0
split_feature=484 1 42 151 2 15 2 13
split_gain=0.000103078 2.71251e-05 3.17056e-05 5.02224e-05 6.42278e-05 7.47609e-05 0.000106345 5.0752e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091955000000000023 -0.044604999999999992 0.086650000000000019 -1.0000000180025095e-35 0.10362500000000001 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -5
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.00061253713845637432 -0.00029297199726540898 0.00030011856124193405 -0.00029141408611035668 -0.00044538699587195855 0.00055034576970294411 0.00042970880832010383 -0.00040058015192454395 0.00011048824535826016
leaf_weight=0.0010130481651801039 0.0013842035676343576 0.0013630937650151902 0.0012152561722558264 0.0011074035603764838 0.0019243022504963612 0.0012331855882864785 0.0011426086204708273 0.001469350653622417
leaf_count=627 390 316 611 631 550 359 182 244
internal_value=0 4.14942e-05 4.29314e-06 4.77936e-05 0.000116384 0.000263072 3.03917e-05 -0.000128409
internal_weight=0 0.0108394 0.00947631 0.00826105 0.00687685 0.0043001 0.00237579 0.00257675
internal_count=3910 3283 2967 2356 1966 1091 541 875
is_linear=0
shrinkage=0.00196078


Tree=5613
num_leaves=8
num_cat=0
split_feature=49 160 3 2 1 4 16
split_gain=1.30442e-05 4.16507e-05 4.01975e-05 4.10035e-05 7.789e-05 3.23399e-05 1.2037e-05
threshold=-0.047894999999999993 1.0000000180025095e-35 -0.089974999999999986 0.10571000000000001 0.079945000000000016 0.0057500000000000008 -0.022939999999999999
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -6
right_child=1 -3 3 -5 6 -7 -8
leaf_value=-0.0046757949468028848 -0.012476673616603868 -0.020472823878720268 0.032220325222421846 -0.0065874968173305071 0.0079793367011711872 0.019076756432914226 -0.0069503056464991792
leaf_weight=0.001209497093338667 0.0017098157982373607 0.0010556491697179902 0.0012011752541697474 0.0018952352231398116 0.0010715799371861358 0.0010896174989662765 0.0010886752812246283
leaf_count=332 662 491 1018 493 442 173 299
internal_value=0 -0.00196253 0.000842385 0.00517462 0.0118063 0.00658123 0.000455442
internal_weight=0 0.00802213 0.00696648 0.00525667 0.00336143 0.00229911 0.00216026
internal_count=3910 3405 2914 2252 1759 505 741
is_linear=0
shrinkage=0.1


Tree=5614
num_leaves=10
num_cat=0
split_feature=484 42 43 3 16 16 52 1 16
split_gain=0.000111118 3.55254e-05 5.99278e-05 9.21322e-05 4.96281e-05 6.8921e-05 6.73371e-05 5.35044e-05 7.83503e-06
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.078669999999999976 0.24895000000000003 -0.19424999999999998 1.0000000180025095e-35 0.095575000000000007 -0.50763499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 7 -7 -4
right_child=1 2 4 -5 -6 6 -8 -9 -10
leaf_value=-0.00063670325760588917 -0.00030529341705028953 4.3014265764739919e-05 -0.00011921936745932925 0.00074125163649495674 -0.00040917599138221976 -0.00019204346824804519 0.00062288832817506703 0.00037493567285665306 -0.00036365497927704383
leaf_weight=0.0010064575155352114 0.0010144125128512945 0.0019267907474531845 0.0010024591997607069 0.0011663542822392527 0.0010762206694282577 0.0015625006035483676 0.0010709248917926853 0.0010837341859943539 0.0010142642184611224
leaf_count=627 254 673 160 387 263 485 694 192 175
internal_value=0 4.41815e-05 7.9979e-05 0.000306304 -2.28175e-05 4.97001e-05 0.000208043 4.01561e-05 -0.000242153
internal_weight=0 0.0109177 0.00990325 0.00309315 0.0068101 0.00573388 0.00371716 0.00264623 0.00201672
internal_count=3910 3283 3029 1060 1969 1706 1371 677 335
is_linear=0
shrinkage=0.00196078


Tree=5615
num_leaves=8
num_cat=0
split_feature=13 16 133 1 47 48 16
split_gain=1.29291e-05 3.16754e-05 6.61015e-05 3.44434e-05 3.14693e-05 9.87751e-05 1.6e-05
threshold=0.043015000000000005 0.15100500000000003 0.083815000000000014 0.088010000000000019 0.09252500000000001 0.085090000000000013 0.099280000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2
right_child=6 -3 -4 4 -6 -7 -8
leaf_value=-0.015588225575541069 -0.0018276641643466931 -0.013672478033036957 0.024152574146677541 0.021042032998041516 -0.013177772142662809 -0.017767562555863287 0.015887043559759024
leaf_weight=0.0015632257553094392 0.0010151236827647915 0.0017720357749089833 0.0010681186464494268 0.0018568954703389198 0.0010112782241535568 0.001013859892647488 0.0010243572962783873
leaf_count=1011 397 465 1014 546 156 134 187
internal_value=0 -0.00181833 0.00140673 -0.003055 0.00199191 0.00733571 0.00706979
internal_weight=0 0.00828541 0.00651338 0.00544526 0.00388203 0.00287076 0.00203948
internal_count=3910 3326 2861 1847 836 680 584
is_linear=0
shrinkage=0.1


Tree=5616
num_leaves=9
num_cat=0
split_feature=50 160 12 13 2 13 4 151
split_gain=2.71468e-05 3.32238e-05 4.91476e-05 5.96396e-05 7.33191e-05 0.000103536 9.11992e-05 5.15284e-05
threshold=0.088425000000000017 -0.085519999999999985 -0.023959999999999995 -0.23438999999999996 0.085255000000000011 -0.0038299999999999996 -0.0031049999999999997 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -8
right_child=-2 2 3 4 6 -7 7 -9
leaf_value=0.00036239682736329139 -0.00029538347960270979 -0.00039313212815127472 0.00048379977960036227 -0.0002635958159950681 -0.0005475005987376116 0.00050363886996187743 -0.00029458080149300788 0.00026377787337665239
leaf_weight=0.0010145732837513874 0.001124402325690649 0.0011376589324747889 0.0010266246859667464 0.0010741186893365464 0.0016406477364244699 0.0018255102723250412 0.0010579867384251035 0.0015910877753288455
leaf_count=493 689 418 90 518 986 201 119 396
internal_value=0 2.53804e-05 -1.11752e-05 4.1714e-05 -2.1415e-05 0.00021943 -0.000184213 4.07807e-05
internal_weight=0 0.0103682 0.00935363 0.00821598 0.00718935 0.00289963 0.00428972 0.00264907
internal_count=3910 3221 2728 2310 2220 719 1501 515
is_linear=0
shrinkage=0.00196078


Tree=5617
num_leaves=8
num_cat=0
split_feature=13 39 48 0 3 12 52
split_gain=1.42811e-05 3.37473e-05 5.71579e-05 5.22258e-05 9.25425e-05 5.22633e-05 6.55684e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11119000000000002 -0.17106499999999999 -0.074234999999999982 0.093125000000000013 0.0033900000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.0097140780897366254 0.015596933162869151 0.013883628276157545 -0.025905183037949822 -0.022309764765130378 -0.026015605984657492 0.018035356644617046 0.012063226768460349
leaf_weight=0.0013057103842925551 0.001541524751636267 0.0012345084379057755 0.0010259889680948528 0.0011959846330093385 0.0015310794738865093 0.0014480604689061979 0.0010354029822528513
leaf_count=210 169 419 140 958 600 623 791
internal_value=0 -0.0014761 -0.00391395 -0.000572337 -0.00535599 0.00324083 -0.00636009
internal_weight=0 0.00901255 0.00777804 0.00675205 0.00521053 0.00367945 0.00223139
internal_count=3910 3700 3281 3141 2972 2372 1749
is_linear=0
shrinkage=0.1


Tree=5618
num_leaves=9
num_cat=0
split_feature=11 3 1 4 15 0 3 13
split_gain=4.66187e-05 7.16306e-05 5.54612e-05 9.28365e-05 7.85214e-05 8.583e-05 6.15488e-05 3.25973e-05
threshold=0.079700000000000007 -0.12008499999999998 0.095575000000000007 0.053925000000000008 -0.0058549999999999991 -0.024394999999999997 0.11265500000000002 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -5 -6
right_child=-2 2 3 6 5 -7 -8 -9
leaf_value=0.00047444377714610123 -0.00041723516714267374 -0.00049142244402064267 0.00045217372854067814 0.00015093081031193061 1.3867388504127815e-06 -0.00042255314905065907 -0.00043636502169241368 0.00049255549871625307
leaf_weight=0.001212241384774152 0.0010005981980156708 0.0018771244427172921 0.0019347146118339383 0.0015624453741386202 0.0010272371257505268 0.001125282353288824 0.0012231444863381232 0.0010510079710371806
leaf_count=192 254 1156 461 300 946 106 174 321
internal_value=0 2.48069e-05 -3.0807e-05 0.000122219 -0.000172979 1.3614e-05 -0.000106949 0.00024978
internal_weight=0 0.0110132 0.00980096 0.0047203 0.00508065 0.00320353 0.00278559 0.00207825
internal_count=3910 3656 3464 935 2529 1373 474 1267
is_linear=0
shrinkage=0.00196078


Tree=5619
num_leaves=10
num_cat=0
split_feature=484 4 0 156 160 42 15 2 4
split_gain=0.000118865 3.56246e-05 6.88756e-05 4.76628e-05 3.53361e-05 5.25156e-05 7.95745e-05 8.19538e-05 5.84603e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 0.084090000000000012 0.087825000000000014 -1.0000000180025095e-35 -0.10192499999999999 0.10066500000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00065656171286598852 -0.00030143943931098822 -0.00020339988059550341 0.00053335951199222765 -0.00037341942273647055 -0.00026171966456326975 -0.00013212957733407211 0.00032296217776271681 -9.1012709457677273e-05 0.0009261478876604549
leaf_weight=0.0010229249642833742 0.0010493251120103379 0.0014652466276897525 0.0011337022174582436 0.0010440829191904182 0.0010505412991326591 0.0017045597124652301 0.001510663222272406 0.0010061516455565408 0.0010451552072522192
leaf_count=627 167 815 206 361 234 327 761 260 152
internal_value=0 4.21969e-05 7.84e-05 1.99629e-05 7.27395e-05 0.000124934 0.000216283 0.000383014 0.000569624
internal_weight=0 0.0110094 0.0099601 0.0088264 0.00778232 0.00673178 0.00526653 0.00356197 0.00255582
internal_count=3910 3283 3116 2910 2549 2315 1500 1173 913
is_linear=0
shrinkage=0.00196078


Tree=5620
num_leaves=8
num_cat=0
split_feature=47 42 51 43 48 0 12
split_gain=1.39155e-05 2.38634e-05 6.08377e-05 4.29241e-05 5.89372e-05 8.40497e-05 6.3042e-05
threshold=0.10436500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.062599999999999989 0.086125000000000021 -0.15137999999999999 0.088325000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.014499072982233461 0.0081511251841407568 -0.022297221010300718 0.017520374050794089 0.029555489714544976 -0.019289727293002878 -0.023226567775021169 0.0099698492663403346
leaf_weight=0.0012487892130548213 0.001713516936844098 0.0010143179452015462 0.0017288933758231803 0.0010438083163606363 0.0012708718926325406 0.0010199314937035719 0.0013027840792285169
leaf_count=1008 290 468 918 132 190 467 437
internal_value=0 -0.00171476 0.000448328 0.00407229 -0.000941359 0.0059852 -0.00460708
internal_weight=0 0.0086294 0.00738061 0.00636629 0.0046374 0.00336652 0.00232272
internal_count=3910 3620 2612 2144 1226 1036 904
is_linear=0
shrinkage=0.1


Tree=5621
num_leaves=9
num_cat=0
split_feature=147 159 47 12 42 15 52 2
split_gain=5.5728e-05 6.62064e-05 4.3501e-05 5.6707e-05 5.47537e-05 6.24292e-05 7.04208e-05 6.0327e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.10436500000000001 -0.0089849999999999982 0.086325000000000013 0.079360000000000014 -0.081429999999999989 0.096750000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.00051325129741793311 0.00042375447018760677 -0.00049146000622149314 0.00028418195747631172 0.00059086241869643413 -0.0003337337730890341 -0.00027074517177314592 0.00036341446813238784 -0.00020592715458116586
leaf_weight=0.0010797408731977624 0.0010347056028498945 0.0010290316671487604 0.0016931690764395201 0.0012881190299090049 0.0014832015649517104 0.0013865208416396786 0.001260989245880867 0.0016541396293883082
leaf_count=623 234 429 232 409 826 697 298 162
internal_value=0 -5.24506e-05 -1.65566e-06 -6.13905e-05 1.17946e-06 9.00461e-05 0.00020906 4.03514e-05
internal_weight=0 0.0108749 0.00979517 0.008102 0.00707297 0.00558977 0.00420325 0.00291513
internal_count=3910 3676 3053 2821 2392 1566 869 460
is_linear=0
shrinkage=0.00196078


Tree=5622
num_leaves=7
num_cat=0
split_feature=150 151 52 13 15 15
split_gain=1.42706e-05 4.72456e-05 4.21282e-05 3.90966e-05 5.42275e-05 4.99604e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.11401500000000002 0.0024700000000000004 -0.064869999999999983 0.079360000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.021742898983613295 0.0075364760547655327 -0.0064198713749932679 -0.017386016271582583 -0.0096384936172896861 0.026768346878403446 0.00088456219957206306
leaf_weight=0.0010485688658221064 0.0019865450967306167 0.0015787790815279899 0.0010688578204367354 0.0015544744236260935 0.001852314964220305 0.0012482266982797819
leaf_count=360 513 710 561 508 325 933
internal_value=0 -0.00189348 0.000956641 0.00410171 0.00866621 0.016348
internal_weight=0 0.00835122 0.00730265 0.0062338 0.00467932 0.00310054
internal_count=3910 3397 3037 2476 1968 1258
is_linear=0
shrinkage=0.1


Tree=5623
num_leaves=10
num_cat=0
split_feature=3 1 4 13 52 16 47 2 0
split_gain=2.29145e-05 5.39892e-05 4.33334e-05 3.43086e-05 8.53271e-05 7.28475e-05 5.7061e-05 2.33279e-05 1.65796e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.083329999999999987 -0.0024749999999999993 -0.074484999999999982 -0.057604999999999996 0.081320000000000017 0.096540000000000015 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 -5 -6 -3 -2 -4
right_child=1 3 8 4 5 -7 -8 -9 -10
leaf_value=0.00028009939703176236 -0.00020976060720952994 0.00058142725905582814 -0.00023251115355467014 -0.00045444789492876751 -9.0663781161757291e-05 0.00056839079216802746 -3.7138876385328365e-05 0.00020614482892614816 -0.00058453981923143705
leaf_weight=0.001010821134143595 0.0010422895880685113 0.0011640472480412393 0.0010532280406154162 0.0012243138451689586 0.0016323300423481467 0.0010658436554633458 0.0011298959916805314 0.0010317494471439907 0.0010053732087043537
leaf_count=259 462 700 263 153 216 115 234 64 1444
internal_value=0 -2.92034e-05 -0.000202899 8.62684e-05 -2.5128e-05 0.000169679 0.000276749 -2.86469e-06 -0.000404434
internal_weight=0 0.0103491 0.00413264 0.00621643 0.00392249 0.00269817 0.00229394 0.00207404 0.0020586
internal_count=3910 3651 2233 1418 484 331 934 526 1707
is_linear=0
shrinkage=0.00196078


Tree=5624
num_leaves=7
num_cat=0
split_feature=48 51 2 2 3 43
split_gain=1.52277e-05 4.5291e-05 7.46891e-05 5.81228e-05 7.39741e-05 5.00392e-05
threshold=0.093225000000000016 0.08482000000000002 0.11260500000000001 0.087005000000000013 -0.013944999999999997 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0062758024499178257 0.0079279595432954573 -0.020517054762206884 0.023046456060602273 0.0015835420402071781 -0.033517097722473667 0.017434868317047141
leaf_weight=0.0019828229339418661 0.0019337634888036683 0.0011323493704077691 0.0012669301826809028 0.0012179533377728222 0.0011841707397528289 0.0016150426407032566
leaf_count=1007 440 405 425 992 184 457
internal_value=0 -0.0019146 0.000984078 -0.00367451 -0.01572 0.00436766
internal_weight=0 0.00839927 0.00726692 0.00599999 0.00240212 0.00359787
internal_count=3910 3470 3065 2640 1176 1464
is_linear=0
shrinkage=0.1


Tree=5625
num_leaves=8
num_cat=0
split_feature=484 1 457 43 13 13 0
split_gain=1.37254e-05 3.26812e-05 4.08174e-05 5.46285e-05 4.40127e-05 3.57433e-05 2.82948e-05
threshold=0.085515000000000022 0.12263000000000002 0.069705000000000003 -0.07526999999999999 -0.09547499999999999 -0.003375 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.016117178033733887 0.010060056054659544 0.011809744067826118 0.011668334580621326 -0.0020829382421289721 -0.035071657156875755 -0.0088178294316844825 -0.012822208399987038
leaf_weight=0.0012497422850748447 0.0011844678889203287 0.0015571779604561962 0.001348892320989236 0.001610266473450658 0.0011147083875560047 0.0010645827101163552 0.0011730503721006141
leaf_count=737 437 333 252 233 198 346 1374
internal_value=0 -0.00138244 -0.00409926 -0.00752289 -0.0147485 0.00464715 -0.0236632
internal_weight=0 0.00911842 0.00756124 0.00621235 0.00389803 0.00231432 0.00228776
internal_count=3910 3473 3140 2888 1805 1083 1572
is_linear=0
shrinkage=0.1


Tree=5626
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 0 42 4
split_gain=3.06899e-05 8.83592e-05 6.81339e-05 7.49009e-05 4.06966e-05 7.42424e-05 6.24096e-05 5.35459e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 -0.10943499999999999 1.0000000180025095e-35 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-4.9894743650734037e-05 -0.00033158644741229643 0.00053103749255664005 -0.00050272754875930353 0.00036621560223189058 -0.00066247431542179038 5.9128180986221121e-05 -0.00032030502532468414 0.00048118922985430793
leaf_weight=0.0016016087757449622 0.0010160949974896772 0.0011796145413868848 0.0010754322599023846 0.0018791737613777166 0.0010782515050102236 0.0011150459874117601 0.0013252731959906791 0.0013410371203412996
leaf_count=492 161 279 398 421 211 438 1064 446
internal_value=0 2.51484e-05 -3.82294e-05 2.16643e-05 -7.85447e-05 -0.00029562 3.30112e-05 0.000192133
internal_weight=0 0.0105954 0.00941582 0.00834039 0.00646122 0.0021933 0.00426792 0.00294265
internal_count=3910 3749 3470 3072 2651 649 2002 938
is_linear=0
shrinkage=0.00196078


Tree=5627
num_leaves=8
num_cat=0
split_feature=11 48 42 4 43 2 4
split_gain=1.36246e-05 2.1706e-05 4.32337e-05 4.25468e-05 4.06706e-05 6.95245e-05 6.3916e-05
threshold=0.077330000000000024 0.096835000000000018 0.086325000000000013 0.080255000000000007 0.0016850000000000001 0.084235000000000018 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.020666989928745633 -0.01108226506155998 0.012541598133562004 -0.014891562755501065 -0.011936577185862579 0.02357296886051799 -0.024134030145199686 0.0099972135079913881
leaf_weight=0.0012886348323211758 0.0010125207749475127 0.0014140069530916089 0.0017276144474767602 0.0014536704506381342 0.0011946716017030264 0.0012020130237305931 0.001009412311483885
leaf_count=385 279 339 1287 350 258 806 206
internal_value=0 0.00113361 -0.000914508 0.00301285 0.00764177 0.00220399 -0.00855471
internal_weight=0 0.00929002 0.00787602 0.0061484 0.00469473 0.00350006 0.00221143
internal_count=3910 3631 3292 2005 1655 1397 1012
is_linear=0
shrinkage=0.1


Tree=5628
num_leaves=9
num_cat=0
split_feature=48 16 13 3 160 4 3 4
split_gain=3.7325e-05 0.000102007 5.22658e-05 4.54579e-05 4.45422e-05 6.48671e-05 7.49003e-05 3.54244e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.032264999999999995 -0.078884999999999997 -0.025614999999999995 0.0057500000000000008 -0.088024999999999978 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -5
right_child=-2 2 4 7 5 -7 -8 -9
leaf_value=0.00057120393870198404 -0.00036707122026290325 -0.00053191383793520382 0.00034574553729305608 0.00013252571864560264 0.00010109511062341387 0.00024251326586204039 -0.00058648548473293281 -0.00034511107666588474
leaf_weight=0.0011624339316625007 0.0010359276453182032 0.0012453797938450509 0.0016344628780617012 0.0013975180025084955 0.0012108743480163686 0.0018459884833775132 0.00122565672253072 0.0010421921296813706
leaf_count=249 161 1114 332 434 488 225 500 407
internal_value=0 2.26165e-05 -4.37959e-05 -0.000227104 7.03684e-05 -3.47318e-05 -0.000244781 -7.15105e-05
internal_weight=0 0.0107645 0.00960207 0.00368509 0.00591698 0.00428252 0.00243653 0.00243971
internal_count=3910 3749 3500 1955 1545 1213 988 841
is_linear=0
shrinkage=0.00196078


Tree=5629
num_leaves=10
num_cat=0
split_feature=15 151 3 49 2 2 13 1 4
split_gain=2.72577e-05 3.6337e-05 4.01998e-05 5.02359e-05 6.75975e-05 8.53793e-05 6.6128e-05 2.7752e-05 2.57174e-05
threshold=-0.24219999999999997 -0.088294999999999985 -0.08348499999999999 -0.07107999999999999 0.11339500000000001 0.099015000000000006 -0.071149999999999977 0.095575000000000007 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 5 6 -5 -8 -3
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00029669595565310399 0.00031913554226592066 -8.1875645425075633e-05 -0.00053212199091585055 -0.0005362773816106278 -0.00052953862919259936 0.00052054416929081374 -0.00013300449240347164 0.00030232434891212529 0.00028591344572485774
leaf_weight=0.0010436210731901317 0.0010037785153393331 0.0013515961839629714 0.001144096809481251 0.0010362401976488256 0.0010368531900049986 0.001030685857105894 0.0012623420566770763 0.0010162827122130388 0.0015918244890445736
leaf_count=317 284 581 223 736 286 247 427 148 661
internal_value=0 -3.5603e-05 -7.3204e-05 -0.000158998 -7.96853e-05 2.76502e-05 -0.000125605 6.11552e-05 0.000117028
internal_weight=0 0.0104737 0.00946992 0.0065265 0.0053824 0.00434555 0.00331486 0.00227862 0.00294342
internal_count=3910 3593 3309 2067 1844 1558 1311 575 1242
is_linear=0
shrinkage=0.00196078


Tree=5630
num_leaves=9
num_cat=0
split_feature=11 48 2 42 2 4 1 0
split_gain=3.47383e-05 4.92191e-05 7.71297e-05 4.69039e-05 5.2883e-05 5.8219e-05 0.000114704 6.64659e-05
threshold=0.079700000000000007 0.09227500000000001 0.11230000000000001 0.086325000000000013 0.11260500000000001 -0.08422499999999998 0.09112000000000002 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00037811468360096813 -0.00035988897949570676 0.00067382243688518908 -8.4384896427702668e-05 -0.00031357330852665408 0.00038327242095931042 5.6505540453538559e-05 -0.00030114460715513649 0.00073496776375057277
leaf_weight=0.0015298827322096694 0.0010160549995131022 0.0010238081491042042 0.0010396259311372016 0.0019430849803071084 0.0013257388314400331 0.0012143048827940319 0.0017721529018029829 0.0010226919090926248
leaf_count=474 254 248 167 1264 257 362 300 584
internal_value=0 1.92315e-05 0.000291813 -4.46267e-05 3.14991e-05 -5.2696e-05 7.14831e-05 0.000366679
internal_weight=0 0.0108713 0.00206343 0.00880786 0.00686477 0.00553903 0.00400915 0.002237
internal_count=3910 3656 415 3241 1977 1720 1246 946
is_linear=0
shrinkage=0.00196078


Tree=5631
num_leaves=8
num_cat=0
split_feature=4 15 2 52 42 0 1
split_gain=1.6482e-05 4.77767e-05 2.74769e-05 4.08715e-05 5.75237e-05 5.26263e-05 5.3599e-05
threshold=0.24280000000000004 -0.14487999999999998 0.11043500000000002 0.098910000000000012 -1.0000000180025095e-35 -0.06402999999999999 0.089175000000000018
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.020677045337154629 0.02129196299784035 -0.0080881883874453445 0.0089510559955539824 -0.023701564620408344 0.0070825264833853166 0.022144617869353209 -0.020700422811308395
leaf_weight=0.0012362709149738903 0.0011829236122097549 0.0010401898083755613 0.0017442246850819972 0.001006897317707949 0.001901115953813213 0.0011444837005217634 0.0010939498843619225
leaf_count=768 348 201 451 549 966 286 341
internal_value=0 0.00754506 -0.00217193 -0.00521155 -0.00174835 0.00390468 -0.00306522
internal_weight=0 0.00222311 0.00812694 0.00638272 0.00537582 0.00413955 0.00299507
internal_count=3910 549 3361 2910 2361 1593 1307
is_linear=0
shrinkage=0.1


Tree=5632
num_leaves=8
num_cat=0
split_feature=13 16 12 0 2 151 16
split_gain=1.47241e-05 3.89729e-05 4.96196e-05 7.33375e-05 5.69691e-05 4.28737e-05 1.31109e-05
threshold=0.043015000000000005 0.10994000000000002 0.088590000000000016 -0.084304999999999977 0.089910000000000004 -0.0088999999999999982 0.099280000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=-0.016320486876999239 -0.00055585146894220657 -0.014620408588278681 -0.015680908151161889 0.029303894227661893 -0.0065366307217720387 0.01950089629708672 0.015407659471441282
leaf_weight=0.0013970455469225459 0.001020624907944666 0.0018791022755490754 0.0012988254905228151 0.0010830814662091612 0.0010801470406880751 0.0015256039371031353 0.001037470434391315
leaf_count=825 397 503 1019 535 166 278 187
internal_value=0 -0.00196179 0.00176381 0.00621882 -2.75661e-05 0.00870771 0.00749123
internal_weight=0 0.00826381 0.0063847 0.00508588 0.0040028 0.00260575 0.0020581
internal_count=3910 3326 2823 1804 1269 444 584
is_linear=0
shrinkage=0.1


Tree=5633
num_leaves=10
num_cat=0
split_feature=484 4 0 1 3 15 13 1 2
split_gain=0.000158043 4.62874e-05 0.000104199 6.60381e-05 5.9309e-05 0.000101582 0.000119734 0.00010941 3.93174e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.076710000000000014 0.11265500000000002 0.024640000000000006 -0.071149999999999977 0.095575000000000007 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 -5 -8 -3
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00074169405633371047 -0.00035256170032515013 -3.2671515054207318e-06 0.00067628999826993921 -0.00020684191629277818 -0.00017996025576509585 -0.00029984352156788241 0.00011673851649122706 0.0008580516316729973 -0.00052461565166510792
leaf_weight=0.0010587009475272998 0.0010041667012068252 0.0010787381735719794 0.0010431993058405324 0.0010703742903612925 0.0019423293165688341 0.0011389771921782579 0.0013036296783748278 0.0018541011664956397 0.0011479991171617463
leaf_count=627 151 823 152 321 243 416 144 315 718
internal_value=0 4.97547e-05 8.79417e-05 2.35798e-05 0.00011364 0.000219893 0.000359901 0.00055201 -0.000272049
internal_weight=0 0.0115835 0.0105793 0.00953615 0.00730941 0.00536708 0.00422811 0.00315773 0.00222674
internal_count=3910 3283 3132 2980 1439 1196 780 459 1541
is_linear=0
shrinkage=0.00196078


Tree=5634
num_leaves=8
num_cat=0
split_feature=150 151 52 12 2 2 16
split_gain=1.40608e-05 3.85966e-05 3.93203e-05 3.23e-05 7.00801e-05 4.91055e-05 3.76698e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.11401500000000002 0.10106500000000002 0.093815000000000009 0.10869000000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.019890485299470139 0.0074683436581912156 -0.022476267121372656 -0.017054877590478336 0.01826511506957235 0.029847541317504774 -0.00061440346627803823 0.00046286237167691833
leaf_weight=0.0010417533161574885 0.0019912501076078852 0.0013142803787271828 0.0010668259081547411 0.0012265634947589603 0.001014702921489082 0.0011060027478496731 0.0015722998607259071
leaf_count=360 513 990 561 350 288 327 521
internal_value=0 -0.00188407 0.000685311 0.00372127 0.000158668 0.0139609 -0.00998149
internal_weight=0 0.00834243 0.00730068 0.00623385 0.00500729 0.00212071 0.00288658
internal_count=3910 3397 3037 2476 2126 615 1511
is_linear=0
shrinkage=0.1


Tree=5635
num_leaves=10
num_cat=0
split_feature=484 1375 484 133 16 0 51 4 15
split_gain=0.000160343 4.12457e-05 4.9878e-05 0.000105873 6.76493e-05 6.27538e-05 4.68452e-05 5.8953e-05 5.62684e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087420000000000012 0.099765000000000006 0.0015250000000000001 -0.053834999999999994 0.013805000000000001 0.05309500000000001 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00073519648650188546 -0.0003118537303320442 -0.00027656327543139738 -0.00031121799325892826 -0.00046093519408922022 0.00080089518875663969 0.0002146372930248566 0.00046375521189488607 -0.00014607830842013763 0.00044080095905076229
leaf_weight=0.0010731281995776188 0.0010534988192810726 0.0017985156313565774 0.0010423388051969519 0.0010014869542023337 0.0011910791761792668 0.0017094717803241679 0.0010120821668037072 0.001107680851648268 0.0014506956770565739
leaf_count=627 146 1010 333 494 298 294 280 211 217
internal_value=0 5.77036e-05 9.54535e-05 0.000141176 0.000214095 0.000455378 8.37432e-05 -4.53155e-06 0.000186704
internal_weight=0 0.0113668 0.0103134 0.00927101 0.00826953 0.00290055 0.00536897 0.00435689 0.00255838
internal_count=3910 3283 3137 2804 2310 592 1718 1438 428
is_linear=0
shrinkage=0.00196078


Tree=5636
num_leaves=8
num_cat=0
split_feature=1 4 15 51 16 151 2
split_gain=1.60238e-05 3.19146e-05 2.44444e-05 4.11007e-05 6.94655e-05 5.55021e-05 7.40019e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.0088999999999999982 0.10433000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=0.0025247511431189186 0.022493082057398053 -0.017391404401551208 -0.00882111781967263 -0.0099721482304611503 -0.018439873261304557 0.00054044960365664748 0.037906750303881728
leaf_weight=0.0019189733844956957 0.0011496209547723615 0.0013855315586781868 0.0014767882310461134 0.0010156990881357935 0.0012729943043601087 0.0011058342975924429 0.0010178457648967764
leaf_count=454 265 1554 571 188 409 259 210
internal_value=0 -0.00582581 0.0026155 0.00565208 0.00126424 0.00925411 0.0184495
internal_weight=0 0.0033045 0.00703878 0.00556199 0.00441237 0.00313938 0.00212368
internal_count=3910 2008 1902 1331 1066 657 469
is_linear=0
shrinkage=0.1


Tree=5637
num_leaves=11
num_cat=0
split_feature=484 4 0 160 43 2 3 1 0 2
split_gain=0.000137417 5.97913e-05 7.24156e-05 5.13831e-05 5.06176e-05 5.26165e-05 0.00014974 0.000118379 7.92179e-05 7.39245e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.087825000000000014 -0.24333999999999997 0.10679500000000001 0.084925000000000014 0.11198000000000001 -0.077944999999999987 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -7 9 -6
right_child=1 2 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.00069426710230523518 -0.00040527590319244659 -0.00031292309141431991 0.00059172739354941973 -0.00033103060522184557 -0.00038086637359636825 -0.00057982844606237357 0.00094693623621613368 0.000305514988728749 0.0004995718939806151 0.00029309504026115964
leaf_weight=0.0010409109979596523 0.0010121784949897869 0.0010163001288016867 0.0010141274000385883 0.001243700297790141 0.0015087069250492152 0.0010405320363896919 0.0010010657258060192 0.0013137619744715452 0.0012535798848571931 0.0010691211735078465
leaf_count=627 151 157 152 264 652 262 95 295 454 801
internal_value=0 4.978e-05 9.38104e-05 4.03582e-05 9.66659e-05 0.000154587 0.00027169 -8.5782e-05 9.52631e-05 -0.00010135
internal_weight=0 0.0114731 0.0104609 0.00944677 0.00820307 0.00718677 0.00483247 0.00235429 0.00383141 0.00257783
internal_count=3910 3283 3132 2980 2716 2559 2002 557 1907 1453
is_linear=0
shrinkage=0.00196078


Tree=5638
num_leaves=10
num_cat=0
split_feature=484 124 13 15 2 151 1 1 43
split_gain=0.000157372 5.41248e-05 8.26917e-05 0.000100902 9.34539e-05 8.38062e-05 0.000115672 0.000105069 2.99685e-05
threshold=-1.0000000180025095e-35 -0.018779999999999995 -0.26418499999999995 -1.0000000180025095e-35 0.090695000000000012 -0.044604999999999992 0.095575000000000007 0.11167500000000001 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 8 -4 -7 -8 -5
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.00073559694960021707 -0.00034440173584750189 0.00062227670411321766 -0.00022346995420136035 -0.00017300629968898786 -0.00055238316915179233 -0.00015460864951062238 0.0010431297930331709 0.00026811539306684375 0.00027870335243107027
leaf_weight=0.0010516970089473896 0.0011584415586903775 0.0010563069610188885 0.0012456169967559926 0.0010835343462727836 0.0016393295080892579 0.0011853879233188016 0.001115280569090148 0.0016941409748641458 0.0011792531421565412
leaf_count=627 306 157 326 646 490 633 101 226 398
internal_value=0 5.72311e-05 0.000102851 4.28375e-05 -0.000195877 0.000220589 0.00035905 0.00057578 6.24025e-05
internal_weight=0 0.0113573 0.0101989 0.00914254 0.00390212 0.00524043 0.00399481 0.00280942 0.00226279
internal_count=3910 3283 2977 2820 1534 1286 960 327 1044
is_linear=0
shrinkage=0.00196078


Tree=5639
num_leaves=10
num_cat=0
split_feature=48 16 15 15 47 2 4 1 0
split_gain=4.45036e-05 0.000119962 5.7764e-05 7.99101e-05 5.873e-05 6.70514e-05 8.6366e-05 8.22666e-05 7.76903e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.085165000000000018 0.11290500000000002 -0.34687499999999999 0.090905000000000014 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00061689775441047337 -0.00039699409408957382 -0.00045136766543420735 0.00051637486512081971 -0.00066798216673126987 0.00038279233220109846 0.00033745309244129603 -0.00025599843687536017 -0.00055953234965781492 0.00035329692411830072
leaf_weight=0.0012015514640795208 0.0010145139984319646 0.0011552353815036292 0.0010724305499831277 0.0012275586743228199 0.0010163678078198585 0.0010215160855494487 0.001478528266537621 0.0010341589771526842 0.0017651259740082581
leaf_count=249 161 418 177 204 213 276 903 393 916
internal_value=0 3.22467e-05 -3.96491e-05 1.55562e-05 -5.56455e-05 -0.000123919 -0.000209526 -7.7968e-05 7.55668e-05
internal_weight=0 0.0109725 0.00977092 0.00861569 0.00754326 0.00652689 0.00550537 0.00427781 0.00324365
internal_count=3910 3749 3500 3082 2905 2692 2416 2212 1819
is_linear=0
shrinkage=0.00196078


Tree=5640
num_leaves=8
num_cat=0
split_feature=47 16 43 4 1 16 3
split_gain=1.55075e-05 5.01009e-05 4.73927e-05 6.51589e-05 6.48648e-05 5.33762e-05 8.21235e-05
threshold=0.11669500000000001 -0.50388999999999984 -0.17307499999999998 0.055260000000000011 0.095575000000000007 -0.083564999999999987 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.020909888603981231 -0.01142433501198384 0.016167016112474755 0.0083566588008774818 -0.024446922040666053 0.018069581251048555 -0.029585299092860798 0.0070594978969839494
leaf_weight=0.0011355986517996774 0.0010815074471224343 0.0012807488447163602 0.0015274515404999659 0.001354073722591817 0.001465485305133323 0.0015633936733534751 0.0010045056892754511
leaf_count=261 179 246 611 513 486 1524 90
internal_value=0 0.00122504 -0.00150252 -0.00477519 1.49139e-05 -0.00644579 -0.0152507
internal_weight=0 0.00933126 0.00819566 0.00691491 0.00556084 0.00409535 0.0025679
internal_count=3910 3731 3470 3224 2711 2225 1614
is_linear=0
shrinkage=0.1


Tree=5641
num_leaves=10
num_cat=0
split_feature=1375 1 3 15 0 14 0 12 16
split_gain=3.41543e-05 4.2985e-05 6.23046e-05 7.65869e-05 7.64945e-05 5.83247e-05 8.36485e-05 6.75858e-05 2.47759e-05
threshold=-1.0000000180025095e-35 0.090355000000000005 -0.115685 -0.0058549999999999991 -0.082994999999999985 -1.0000000180025095e-35 -0.10575999999999998 0.051320000000000005 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 8 -8 -7
right_child=1 5 3 4 -6 6 7 -9 -10
leaf_value=-0.00034767997433518473 0.00027939634628096089 -0.00026263540921866004 -0.00068543682685501587 0.0002901486478770845 -0.00035656450495232027 0.00031219687933493141 0.00033430513117109278 -0.00034980397360671737 0.0007392645778982734
leaf_weight=0.0010219933518516638 0.001249279409767125 0.001056334272573024 0.0010192130168410478 0.0013040167248270383 0.00152613600796686 0.0010107317074242376 0.0010920346818333814 0.0011294720363110495 0.0010806894685484176
leaf_count=180 208 174 959 527 682 172 317 535 156
internal_value=0 2.78606e-05 -0.00010108 -0.00022456 -5.8586e-05 0.000150302 0.00025144 -1.35138e-05 0.000532873
internal_weight=0 0.0104679 0.00509865 0.00384937 0.00283015 0.00536926 0.00431293 0.00222151 0.00209142
internal_count=3910 3730 2376 2168 1209 1354 1180 852 328
is_linear=0
shrinkage=0.00196078


Tree=5642
num_leaves=11
num_cat=0
split_feature=484 15 124 42 42 151 1 16 3 0
split_gain=0.000131833 5.32059e-05 0.000118983 0.000148108 9.32699e-05 9.18943e-05 9.29226e-05 0.000118398 0.000111859 5.33363e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.018779999999999995 0.083970000000000017 0.083815000000000014 -0.044604999999999992 0.095575000000000007 0.0054700000000000009 0.11265500000000002 -0.072264999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 -4 7 -7 -8 -5
right_child=1 4 3 9 -6 6 8 -9 -10 -11
leaf_value=-0.00067213598888803084 -0.00049803657833596396 -0.00042387888991091968 -0.00014657816674556182 -0.00054537026823763305 0.0003100787651952909 -0.00020087790130923709 0.0012552841055188742 0.00071522698069408476 0.00037358304285791186 8.9102194868413942e-05
leaf_weight=0.0010570652228983303 0.0010179065777803972 0.0019581080542194606 0.0010117398133438734 0.0010374704832394875 0.0010085242240720242 0.0011763510062352189 0.0010513042902614133 0.0010064486889465847 0.0011676311361321669 0.0010007794846107498
leaf_count=627 280 730 190 456 621 293 199 162 144 208
internal_value=0 5.16133e-05 0.000130766 0.000216661 -0.000174366 0.000386282 0.000508761 0.000221521 0.000791322 -0.000233845
internal_weight=0 0.0114363 0.00846963 0.00745172 0.00296663 0.00541347 0.00440174 0.0021828 0.00221894 0.00203825
internal_count=3910 3283 1932 1652 1351 988 798 455 343 664
is_linear=0
shrinkage=0.00196078


Tree=5643
num_leaves=11
num_cat=0
split_feature=484 4 0 12 15 15 12 43 0 15
split_gain=0.00012905 5.75034e-05 0.000104898 6.12962e-05 7.71471e-05 0.000174948 0.000132054 0.000104359 0.000126926 8.63354e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 1.0000000180025095e-35 -0.017214999999999998 0.086865000000000012 -0.079109999999999986 -0.10462499999999998 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 -5 9 -9
right_child=1 2 -4 4 6 -7 -8 8 -10 -11
leaf_value=-0.00066989850884288692 -0.00039594381353856838 -0.00042350594103199296 0.00067166845176658708 -0.00050832773822640669 -0.00075265570156397106 0.00093767225913216849 0.00014798329187720206 0.00033919258277971185 0.00071694982899272108 -0.00037804448478164952
leaf_weight=0.0010631931466828738 0.0010418201586777183 0.0010567401974846879 0.0010611490661307536 0.001027053132474645 0.0010228065112325236 0.0010263566584790438 0.0016129425108342933 0.0011911902710183091 0.001221770030858139 0.0014078400975419609
leaf_count=627 151 423 152 395 372 216 912 119 404 139
internal_value=0 4.36723e-05 8.67667e-05 2.18887e-05 7.71964e-05 0.000202252 -0.000201511 4.65536e-05 0.000195709 -4.93197e-05
internal_weight=0 0.0116697 0.0106278 0.0095667 0.00850996 0.00587421 0.00263575 0.00484785 0.0038208 0.00259903
internal_count=3910 3283 3132 2980 2557 1273 1284 1057 662 258
is_linear=0
shrinkage=0.00196078


Tree=5644
num_leaves=9
num_cat=0
split_feature=50 484 160 15 3 12 2 2
split_gain=1.87437e-05 3.59746e-05 3.54563e-05 3.97329e-05 4.76774e-05 5.1765e-05 7.14316e-05 8.36101e-05
threshold=0.088425000000000017 0.084225000000000008 0.087825000000000014 0.085120000000000015 -0.10315499999999998 0.085775000000000004 0.10836000000000003 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.014934248687663468 -0.013110153318794816 0.017705440364659295 -0.016659190838940113 0.01829632573365262 -0.0095833960204344659 -0.022918733215429213 -0.020899050755091981 0.030134550307413483
leaf_weight=0.0013325617602588553 0.0010021920668681133 0.0011676995500042491 0.0012369136053261001 0.0011971997071503837 0.0010243050084965109 0.0013584089628477865 0.0010520292395403102 0.0010983218930563743
leaf_count=291 689 419 354 775 188 640 234 320
internal_value=0 0.00127125 -0.00104089 0.00169434 -0.00169419 -0.00658237 0.000407825 0.0109681
internal_weight=0 0.00946744 0.00829974 0.00706283 0.00586563 0.00453307 0.00317466 0.00212263
internal_count=3910 3221 2802 2448 1673 1382 742 508
is_linear=0
shrinkage=0.1


Tree=5645
num_leaves=8
num_cat=0
split_feature=50 160 2 3 4 3 1
split_gain=1.52142e-05 3.15114e-05 4.38893e-05 5.9217e-05 5.67726e-05 6.83453e-05 4.99691e-05
threshold=0.088425000000000017 -0.081669999999999979 0.11934000000000002 0.096385000000000012 -0.08422499999999998 -0.082139999999999977 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.015832737673799148 -0.011819533376144466 -0.021603858876996493 -0.020713400535971538 0.016644622115059481 0.018856488209516131 -0.020883130147561432 0.0083405834402875047
leaf_weight=0.0012654436075305803 0.0010005552077613751 0.0013444348563444383 0.0010033976363944602 0.0019196740437282265 0.0015126192510418581 0.001360229235831502 0.0010267614492835992
leaf_count=559 689 518 344 190 652 679 279
internal_value=0 0.00114916 -0.00112596 0.00161758 -0.00388333 0.00222603 -0.00831258
internal_weight=0 0.00943256 0.00816712 0.00716372 0.00524404 0.00389961 0.00238699
internal_count=3910 3221 2662 2318 2128 1610 958
is_linear=0
shrinkage=0.1


Tree=5646
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 1 3
split_gain=1.51235e-05 1.77564e-05 7.61901e-05 4.54184e-05 4.67181e-05 3.89048e-05 3.53715e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 0.11663000000000003 -0.016619999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.01067185807408555 -0.011627351541270564 -0.0086070955144667873 0.024064160117305649 0.01504277770813273 -0.0050309750996862133 -0.013577278419576311 -0.030032080624424348
leaf_weight=0.0019491365461709752 0.0010236292249379874 0.0014256198371313535 0.0014295234825148554 0.0012972783062759879 0.0012198911919755477 0.0010016159004915235 0.0010555543982439168
leaf_count=1003 279 115 594 421 1147 180 171
internal_value=0 0.00117378 0.00775087 -0.00170482 -0.00586201 0.00244063 -0.0166287
internal_weight=0 0.00937862 0.00285514 0.00652348 0.0052262 0.00295075 0.00227545
internal_count=3910 3631 709 2922 2501 1183 1318
is_linear=0
shrinkage=0.1


Tree=5647
num_leaves=7
num_cat=0
split_feature=1 0 15 1 0 1
split_gain=1.32359e-05 3.12501e-05 2.49818e-05 3.98254e-05 5.74992e-05 5.13741e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 0.11097000000000001 -0.11756999999999999 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.013820414504044105 0.0014455148602855491 0.0057611549473725694 -0.0091454071157733401 -0.01859474414154098 0.011568775683407535 0.027566647400617983
leaf_weight=0.0018709312619579197 0.0016809859020249221 0.0014440319325269276 0.0014872926951161516 0.0012913422666959759 0.0012376836574577367 0.0013638133747466844
leaf_count=1913 391 95 571 168 411 361
internal_value=0 -0.00529048 0.00236932 0.00544186 -0.00383298 0.0131456
internal_weight=0 0.00331496 0.00706112 0.00557383 0.00252903 0.0030448
internal_count=3910 2008 1902 1331 579 752
is_linear=0
shrinkage=0.1


Tree=5648
num_leaves=10
num_cat=0
split_feature=48 16 15 15 47 2 4 1 2
split_gain=4.61075e-05 8.4604e-05 5.58027e-05 7.86324e-05 7.14577e-05 8.07242e-05 0.000113495 9.11172e-05 4.75204e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.085165000000000018 0.11043500000000002 -0.34687499999999999 0.089175000000000018 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00052727538158392029 -0.00041243145679941117 -0.00044498273530783509 0.00052558695253875326 -0.00079003937737652042 0.00043553614025832659 0.00034239899446187499 -0.00013180702441328555 -0.00049020780541120647 0.00038831783684197506
leaf_weight=0.0011612313977678894 0.0010011574514203767 0.0011174809355289439 0.0010417776845583213 0.0011013148428361264 0.0010055454396772842 0.0011519766817833042 0.001348152161230723 0.0013823460319662422 0.0013532310170563118
leaf_count=249 161 418 177 186 213 335 739 473 959
internal_value=0 2.76684e-05 -3.33893e-05 2.14687e-05 -5.00566e-05 -0.000127109 -0.000231422 -8.07715e-05 0.000128744
internal_weight=0 0.0106631 0.00950182 0.00838434 0.00734257 0.00633702 0.00518504 0.00408373 0.00270138
internal_count=3910 3749 3500 3082 2905 2692 2357 2171 1698
is_linear=0
shrinkage=0.00196078


Tree=5649
num_leaves=10
num_cat=0
split_feature=484 4 2 2 1 3 15 43 16
split_gain=0.000140731 5.66477e-05 6.37615e-05 0.000111752 9.35731e-05 4.75983e-05 5.42773e-05 4.84517e-05 4.23405e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 0.10796500000000002 0.096540000000000015 0.10828500000000001 -0.089974999999999986 -0.017214999999999998 -1.0000000180025095e-35 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 -7 -8
right_child=1 2 4 -5 -6 6 8 -9 -10
leaf_value=-0.00070382609024591822 -0.00038340163588335206 -0.00021548760392686494 -0.00058225387806609761 0.00073808301347755452 0.00012405028354496131 -0.00031945173311740121 0.00070868994353668084 0.00024351866773371277 0.0001424135062758243
leaf_weight=0.0010385511122311267 0.0010487095713152808 0.0015046029552588831 0.0011534645767739143 0.0012171033310878097 0.0019241263767300306 0.0010800514379633943 0.0010088859824617063 0.0012894870915915021 0.0010217686521272278
leaf_count=627 167 477 307 317 382 475 501 170 487
internal_value=0 5.05497e-05 9.51685e-05 0.000197081 -0.000140669 8.5569e-05 0.000188512 -1.3087e-05 0.000423755
internal_weight=0 0.0112482 0.0101995 0.0071219 0.00307759 0.0059048 0.00440019 0.00236954 0.00203065
internal_count=3910 3283 3116 2427 689 2110 1633 645 988
is_linear=0
shrinkage=0.00196078


Tree=5650
num_leaves=9
num_cat=0
split_feature=157 160 133 13 48 3 4 15
split_gain=1.36924e-05 5.46773e-05 4.63419e-05 3.00067e-05 4.36893e-05 8.1662e-05 7.73574e-05 3.24374e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 0.10264000000000002 -0.082139999999999977 0.05309500000000001 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.010654269165005302 -0.019624875838153297 -0.018040729437557881 0.034043725349344515 -0.010637373695716698 -0.0098012461323528435 0.0055262478425150479 0.024693849790056777 -0.018273895742686942
leaf_weight=0.0010652336162863671 0.0013882027988630459 0.00101807298851343 0.0012290642909533319 0.0010650353582860655 0.0011576487956493622 0.0011159006535264441 0.0011950991390933556 0.0011762737241598376
leaf_count=517 856 847 523 147 153 269 282 316
internal_value=0 -0.00131194 0.00188295 0.00480609 0.00760621 0.011879 0.00406714 -0.00668726
internal_weight=0 0.0093453 0.00795709 0.00693902 0.00587399 0.00471634 0.00348727 0.00229217
internal_count=3910 3393 2537 1690 1543 1390 867 585
is_linear=0
shrinkage=0.1


Tree=5651
num_leaves=8
num_cat=0
split_feature=14 52 4 13 150 13 4
split_gain=3.5754e-05 6.09244e-05 6.18563e-05 3.59256e-05 5.01106e-05 4.66763e-05 7.72259e-05
threshold=-1.0000000180025095e-35 0.11110500000000002 -0.37626499999999991 -0.094679999999999986 0.086420000000000011 -0.0041499999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00035199456738362316 -0.00044282312816854111 0.00041250345458759266 0.00028100044534573138 -0.00023185789865424572 -0.00038952383663548991 0.0004570421678200144 -0.00013405260976493192
leaf_weight=0.0010734252243108028 0.0012296147580334498 0.0013504165209076392 0.0017157192964460683 0.0015610328962984152 0.0012551363306086217 0.0017970665846986122 0.0016121032385936261
leaf_count=196 232 612 343 1529 302 477 219
internal_value=0 2.36718e-05 -3.35852e-05 2.97823e-05 -3.9454e-05 4.89499e-05 0.00017753
internal_weight=0 0.0105211 0.00917067 0.00794106 0.00622534 0.0049702 0.00340917
internal_count=3910 3714 3102 2870 2527 2225 696
is_linear=0
shrinkage=0.00196078


Tree=5652
num_leaves=10
num_cat=0
split_feature=484 42 156 1 42 2 3 0 15
split_gain=0.00012798 4.17103e-05 4.57844e-05 4.731e-05 9.43199e-05 7.44694e-05 9.99133e-05 7.81658e-05 5.8622e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 0.084090000000000012 0.12263000000000002 0.091955000000000023 0.086650000000000019 0.088060000000000013 -0.084304999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3 -8
right_child=1 2 -4 -5 -6 6 8 -9 -10
leaf_value=-0.00066971847245355157 -0.00032948574241858664 -0.00046037631656413371 -0.00027132252668690427 0.00051090884099765815 -0.00044901728257238548 0.00064423374070225455 0.00030699760897047478 0.00028050596252853876 -0.00030636464243943362
leaf_weight=0.0010396799023759664 0.0010135690120359085 0.0012076471931794673 0.0012024875619887658 0.0011314155152641761 0.0011041973160896964 0.0019784905632264866 0.0014457251922621595 0.0010015501068274518 0.0010229886803517288
leaf_count=627 254 417 465 302 537 747 124 377 60
internal_value=0 4.96966e-05 8.77696e-05 0.00013633 8.17207e-05 0.000169762 0.000315937 -0.000124494 5.28318e-05
internal_weight=0 0.0111081 0.0100945 0.00889201 0.0077606 0.0066564 0.0044472 0.0022092 0.00246871
internal_count=3910 3283 3029 2564 2262 1725 931 794 184
is_linear=0
shrinkage=0.00196078


Tree=5653
num_leaves=8
num_cat=0
split_feature=133 160 42 160 2 3 16
split_gain=1.6166e-05 6.04555e-05 2.57657e-05 3.6528e-05 6.04645e-05 7.45732e-05 2.08133e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.10393500000000001 -0.078669999999999976 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.010258742921668647 -0.017328822965566665 -0.011239960637640784 -0.0021167161557704272 -0.012080114583851104 -0.014743945189185512 0.030361785962698923 0.0053795760051717273
leaf_weight=0.0013175655692778425 0.0019252478504079738 0.001129483776491717 0.0011527317371613347 0.0010164497317910366 0.0010084770934193164 0.0018281007990981987 0.0010481409760742088
leaf_count=797 1041 530 422 276 166 383 295
internal_value=0 -0.00159216 0.00262548 0.00521237 0.00870163 0.0178019 -0.00448813
internal_weight=0 0.00910863 0.00718338 0.0060539 0.00503745 0.00298083 0.00205662
internal_count=3910 3113 2072 1542 1266 805 461
is_linear=0
shrinkage=0.1


Tree=5654
num_leaves=9
num_cat=0
split_feature=4 1 16 52 160 4 4 1
split_gain=1.66825e-05 5.78572e-05 2.84784e-05 6.79297e-05 5.25386e-05 4.66928e-05 6.55975e-05 6.36655e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11110500000000002 -0.026849999999999995 -0.08422499999999998 -0.030814999999999995 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7 -8
right_child=1 -3 3 -5 5 6 7 -9
leaf_value=-0.017636815740114047 -0.009033238007695019 0.023314470593854171 0.015249084221418558 0.023695559649187556 -0.023799206792391007 0.01831208121284748 -0.027193413547394702 0.0049775197996675255
leaf_weight=0.0010389094075116427 0.0010741455479304912 0.0011395062944708515 0.0011561799554466812 0.001040839836711516 0.0014121817618828253 0.0010755324777255481 0.0012446124581088332 0.0012162877908698624
leaf_count=148 196 353 552 509 603 785 536 228
internal_value=0 0.00761817 -0.00216674 8.24609e-05 -0.00394347 -0.00842756 -0.00228929 -0.0112931
internal_weight=0 0.00221365 0.00818454 0.00714563 0.00610479 0.00494861 0.00353643 0.0024609
internal_count=3910 549 3361 3213 2704 2152 1549 764
is_linear=0
shrinkage=0.1


Tree=5655
num_leaves=8
num_cat=0
split_feature=13 39 48 0 3 2 12
split_gain=1.45546e-05 4.27177e-05 6.44127e-05 5.35631e-05 6.90077e-05 4.76694e-05 5.20072e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11119000000000002 -0.17106499999999999 -0.074234999999999982 0.090695000000000012 0.093225000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.009828099826939999 0.015610167287182198 0.015601231209654906 -0.027520263388078628 -0.0020872610007516587 -0.023501367177048635 -0.014815535122685575 0.027244698305262428
leaf_weight=0.0012978762507291968 0.0015513444181453626 0.0012586132457122366 0.0010323169961652346 0.0015225610777828233 0.0015188532290593536 0.0011762086167776799 0.001002477629985958
leaf_count=210 169 419 140 1404 600 694 274
internal_value=0 -0.00149454 -0.00425179 -0.000704476 -0.00555297 0.00181238 0.00955796
internal_weight=0 0.00906238 0.00780376 0.00677144 0.0052201 0.00370125 0.00252504
internal_count=3910 3700 3281 3141 2972 2372 1678
is_linear=0
shrinkage=0.1


Tree=5656
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 15 4 4
split_gain=3.91555e-05 8.72144e-05 7.60643e-05 8.9265e-05 6.01017e-05 5.56843e-05 8.47006e-05 4.85617e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -0.089594999999999994 -0.018664999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.0005213232044529708 -0.00038129749992665374 0.00052408009397112039 -0.00052977737854160447 0.00040597765575144242 -0.00036717185463826631 -7.3207816819259602e-05 -0.00048760151954731407 0.00045442182706201863
leaf_weight=0.0011827195393871405 0.0010167805029693633 0.0011802878000668716 0.0010846326580325498 0.0012556345262605302 0.0018272046975483323 0.0018286293028880781 0.0012682233903125012 0.0010590575958237213
leaf_count=128 161 279 398 430 1150 527 430 407
internal_value=0 2.13724e-05 -4.10444e-05 2.19014e-05 -5.96978e-05 4.41206e-05 -6.5208e-05 0.0001203
internal_weight=0 0.0106864 0.0095061 0.00842147 0.00723875 0.00541154 0.00415591 0.00288769
internal_count=3910 3749 3470 3072 2944 1794 1364 934
is_linear=0
shrinkage=0.00196078


Tree=5657
num_leaves=8
num_cat=0
split_feature=47 4 12 12 16 4 52
split_gain=1.4863e-05 5.1561e-05 4.69545e-05 5.16955e-05 5.5726e-05 9.63092e-05 8.38453e-05
threshold=0.11669500000000001 0.24280000000000004 0.098845000000000016 -0.0089849999999999982 -0.0090499999999999973 -0.0040999999999999986 -0.087094999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.020012712493193252 -0.011128787053963453 0.016072475246775624 -0.021916168761106119 -0.025049000749841233 -0.0010831753335383834 0.011251077403271527 0.036941864477382229
leaf_weight=0.001008434744362326 0.0010894111450482089 0.0018662479236354152 0.0010686824514154394 0.0012838334917247268 0.001272899350762873 0.0016969989056231372 0.0010650974101723144
leaf_count=280 179 512 468 1237 484 361 389
internal_value=0 0.00121942 -0.00252851 0.000746091 0.0046819 -0.00438323 0.0162395
internal_weight=0 0.00926219 0.00739595 0.00632726 0.00531883 0.00298083 0.002338
internal_count=3910 3731 3219 2751 2471 1598 873
is_linear=0
shrinkage=0.1


Tree=5658
num_leaves=7
num_cat=0
split_feature=11 0 52 2 3 3
split_gain=1.57829e-05 2.0893e-05 5.40496e-05 4.01286e-05 4.83405e-05 5.19882e-05
threshold=0.077330000000000024 -0.017269999999999997 -0.092854999999999979 0.11230000000000001 0.013395000000000002 -0.08348499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.019533744400517 -0.011949261483513817 0.010395531300526607 0.014318869819792674 -0.010596432641174852 0.02026751456514167 -0.014179355516182955
leaf_weight=0.0013227270340178728 0.0010092096275957146 0.001958116481016142 0.0011877694617097503 0.0016324360134085409 0.0018148718938019608 0.0013883802197076083
leaf_count=560 279 325 873 406 191 1276
internal_value=0 0.00121707 -0.00122944 0.00279011 0.00776679 -0.00103985
internal_weight=0 0.0093043 0.00734618 0.00602346 0.00439102 0.00257615
internal_count=3910 3631 3306 2746 2340 2149
is_linear=0
shrinkage=0.1


Tree=5659
num_leaves=9
num_cat=0
split_feature=52 52 457 151 16 12 52 2
split_gain=2.24598e-05 5.03131e-05 3.98883e-05 3.82087e-05 6.10665e-05 6.31233e-05 0.000101305 6.91573e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.069705000000000003 -0.0080899999999999982 -0.25582999999999995 0.095295000000000019 0.091210000000000013 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.00028261201121973349 0.00038990717882551602 -0.00043021449755299593 0.0002726884793074023 0.00027615850947786911 4.1567490362203876e-05 -0.0005432335745756972 0.00043502664183333657 -0.00064134108590501555
leaf_weight=0.0010492824090046872 0.0012338169354575304 0.0010782438220348677 0.0013925359965517702 0.001794402381594202 0.0012882670652527115 0.0011723864124769338 0.0012347210477947198 0.0010227519415280312
leaf_count=425 376 293 277 408 629 505 463 534
internal_value=0 1.86295e-05 -3.23638e-05 -8.8326e-05 -3.17214e-05 -0.000148815 -1.84013e-05 -0.000260657
internal_weight=0 0.0102171 0.00898331 0.00759077 0.00651253 0.00471813 0.00354574 0.00231102
internal_count=3910 3485 3109 2832 2539 2131 1626 1163
is_linear=0
shrinkage=0.00196078


Tree=5660
num_leaves=11
num_cat=0
split_feature=484 1375 4 15 12 12 4 52 1 16
split_gain=9.60359e-05 4.06464e-05 4.14615e-05 5.30614e-05 3.85915e-05 4.18082e-05 5.48638e-05 9.36361e-05 9.00025e-05 6.47414e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 -0.15202999999999997 0.10129000000000001 -0.036459999999999992 -0.034289999999999994 -1.0000000180025095e-35 0.095575000000000007 -0.079209999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 -8 -9
right_child=1 2 3 -5 -6 6 8 9 -10 -11
leaf_value=-0.00058308635774231106 -0.00032591270351464604 -0.00028599286408000806 0.00061996341529371181 -5.0994394128911287e-06 -0.00031601690741499055 -0.00052310784107219288 4.7043168979056594e-05 -0.00014808321685106781 0.00078688710630249524 0.0005248877488546077
leaf_weight=0.0010554887117998927 0.0010834094630031198 0.0010937787954465429 0.0010870687832075332 0.0010047485268664213 0.0011900665797810218 0.0010433586951741872 0.0015888525782792773 0.0010934054952573772 0.0010499044038917785 0.001105067999381433
leaf_count=627 146 254 302 175 367 315 548 625 120 431
internal_value=0 3.52799e-05 7.34341e-05 0.000319731 1.03301e-05 6.60161e-05 0.000131489 -3.93813e-05 0.000341411 0.000190187
internal_weight=0 0.0113397 0.0102563 0.00209182 0.00816443 0.00697437 0.00588059 0.00324183 0.00263876 0.00219847
internal_count=3910 3283 3137 477 2660 2293 2039 1371 668 1056
is_linear=0
shrinkage=0.00196078


Tree=5661
num_leaves=8
num_cat=0
split_feature=3 39 4 47 43 48 16
split_gain=1.40443e-05 4.52488e-05 5.80093e-05 4.01414e-05 6.84301e-05 6.91483e-05 6.37323e-05
threshold=0.13772500000000001 0.005105000000000001 -0.23071499999999998 0.09252500000000001 -0.0037249999999999996 0.084500000000000006 -0.088144999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.026702526153287293 0.0090951714910832444 0.015986624710411131 -0.013133745722451516 -0.01802048546080133 0.03625304428284476 -0.010658761403356982 0.0045588434889161913
leaf_weight=0.0010165545432408093 0.0014349979089242201 0.0012609810579535087 0.0018502919795765948 0.0011516065815385303 0.0012003318941632203 0.0010838228831226279 0.0013457930489071683
leaf_count=242 239 424 1763 301 316 135 490
internal_value=0 -0.00156473 -0.0044584 -0.00104873 0.00251768 0.0104957 0.0195006
internal_weight=0 0.00890938 0.0076484 0.00663185 0.00548024 0.00362995 0.00254612
internal_count=3910 3671 3247 3005 2704 941 806
is_linear=0
shrinkage=0.1


Tree=5662
num_leaves=9
num_cat=0
split_feature=52 0 16 160 42 13 13 1
split_gain=1.3182e-05 4.24439e-05 5.39706e-05 3.46214e-05 3.07759e-05 3.27876e-05 3.70438e-05 2.71914e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.081534999999999982 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.011072449610982507 -0.017700159747696724 0.029418702761651552 -0.00057235982876464332 -0.0149687566096161 -0.01059436598438112 0.02533174907788667 0.012636997979428575 -0.0089726771403216624
leaf_weight=0.0011469800991364709 0.0012509975936168182 0.0010470865009176151 0.0014053822665776776 0.0010149140540268017 0.0011057255631158158 0.0010043967797690955 0.0012249688185185625 0.0011098439573350657
leaf_count=104 924 571 515 695 125 417 336 223
internal_value=0 0.0048062 0.0122324 -0.00269482 0.000743303 0.00433084 0.00927309 0.00236492
internal_weight=0 0.00359945 0.00245247 0.00671085 0.00545985 0.00444494 0.00333921 0.00233481
internal_count=3910 1190 1086 2720 1796 1101 976 559
is_linear=0
shrinkage=0.1


Tree=5663
num_leaves=8
num_cat=0
split_feature=2 13 3 151 0 13 15
split_gain=1.41311e-05 4.9661e-05 4.8238e-05 3.89417e-05 4.64132e-05 3.33345e-05 2.06506e-05
threshold=0.099015000000000006 -0.017604999999999999 -0.078884999999999997 -0.0074049999999999993 -0.083564999999999987 -0.089899999999999994 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -2 -7
right_child=5 3 -4 4 -6 6 -8
leaf_value=-0.030860597767547779 0.016576431818369926 0.019950449294079312 -0.0016073588874038311 -0.01735835375076587 0.0089343291333501464 0.00449143072591612 -0.013528163557625806
leaf_weight=0.0010289830414567907 0.0014634758694522126 0.0010760057955919687 0.0012465944004267347 0.0011888767928543926 0.0015424295957642258 0.0017336259698465025 0.0010044623947904571
leaf_count=1106 254 167 563 393 535 575 317
internal_value=0 -0.0031479 -0.0148352 0.00383747 -0.00251029 0.00439292 -0.00211902
internal_weight=0 0.00608289 0.00227558 0.00380731 0.00273131 0.00420156 0.00273809
internal_count=3910 2764 1669 1095 928 1146 892
is_linear=0
shrinkage=0.1


Tree=5664
num_leaves=10
num_cat=0
split_feature=123 50 133 4 0 13 1 52 2
split_gain=4.64179e-05 5.26264e-05 6.71181e-05 5.92663e-05 6.75452e-05 4.90042e-05 4.15268e-05 0.000132766 4.71325e-05
threshold=1.0000000180025095e-35 0.086465000000000014 0.089845000000000022 -0.23071499999999998 -0.06402999999999999 -0.086679999999999993 0.079945000000000016 -0.072349999999999984 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -9
right_child=-2 -3 -4 4 -6 6 7 8 -10
leaf_value=-0.00037861842428959413 0.00039409351732753382 -0.00044295380472358811 -0.00045671716952143501 -0.00029980280113585877 0.00050095236338389961 0.00046746584268326038 -0.0005443100629283625 -1.6234759122487138e-05 0.00052315569368547373
leaf_weight=0.0010378852090920862 0.001008435394281088 0.0011463304878086894 0.001088874646720338 0.001346232869410293 0.0014521594913803016 0.0010530927662583314 0.0010962465651256897 0.0011582174233064338 0.0013474096151887896
leaf_count=209 334 679 573 498 289 816 161 228 123
internal_value=0 -4.59141e-05 1.59462e-06 6.03662e-05 0.000121495 2.96748e-05 0.000124961 2.48214e-05 0.000273824
internal_weight=0 0.0107264 0.00958012 0.00849124 0.00745336 0.0060012 0.00465497 0.00360187 0.00250563
internal_count=3910 3576 2897 2324 2115 1826 1328 512 351
is_linear=0
shrinkage=0.00196078


Tree=5665
num_leaves=9
num_cat=0
split_feature=1375 16 15 15 16 2 2 1
split_gain=2.58459e-05 3.75475e-05 5.26398e-05 0.000128052 4.903e-05 5.16865e-05 8.72071e-05 6.85621e-05
threshold=-1.0000000180025095e-35 -0.50388999999999984 -0.14097499999999996 -0.094924999999999995 -0.089864999999999987 0.106285 0.090050000000000005 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.00030601379485540187 0.00033171105035688657 -0.00043105765849701992 0.00068570587933926568 -0.00042330235827292507 0.00048416781577982377 0.0003450320962209218 -0.0004871242111493895 -0.00013609110500125486
leaf_weight=0.0010103999237539548 0.0013175405080433243 0.0010693433320828971 0.0010067494157111022 0.0011989871198851551 0.0011185296629300967 0.0013688125171309757 0.0014355759857570139 0.0017684596725019313
leaf_count=180 279 414 229 448 700 433 544 683
internal_value=0 2.26331e-05 -2.27831e-05 3.25011e-05 -6.29385e-05 1.29784e-05 -9.2172e-05 0.000104221
internal_weight=0 0.010284 0.00896646 0.00789711 0.00689036 0.00569138 0.00432257 0.00288699
internal_count=3910 3730 3451 3037 2808 2360 1927 1383
is_linear=0
shrinkage=0.00196078


Tree=5666
num_leaves=10
num_cat=0
split_feature=159 1 484 48 0 16 0 4 0
split_gain=2.91785e-05 4.16789e-05 5.17239e-05 5.19249e-05 5.49467e-05 5.99624e-05 4.74865e-05 3.82011e-05 3.39125e-05
threshold=-0.034019999999999988 0.12958500000000003 0.085515000000000022 0.093225000000000016 -0.11756999999999999 -0.23935499999999996 -0.22851499999999997 -0.076854999999999993 0.039665000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -7
right_child=1 -3 -4 -5 5 7 -8 -9 -10
leaf_value=-0.00033068652330248138 -0.0001129351211243996 0.000369927416114014 0.00037190418970104561 0.00024043222355536211 0.00038574325535059079 0.00026376742912689145 -0.0007065234109037814 -0.00040642387352541833 -0.00022118042706089581
leaf_weight=0.0010057110385536467 0.0010070206298550266 0.0011576041431123714 0.0011167931589072732 0.0015957283169733332 0.0010188571689246639 0.0010470745391838983 0.0010673503411826549 0.0013998683258395431 0.0011782910223428616
leaf_count=520 88 298 309 302 154 834 254 986 165
internal_value=0 1.8798e-05 -2.43013e-05 -7.75211e-05 -0.000153039 -3.45285e-05 -0.000418361 -0.000152644 6.99627e-06
internal_weight=0 0.0105886 0.00943098 0.00831419 0.00671846 0.00464409 0.00207437 0.00362523 0.00222537
internal_count=3910 3390 3092 2783 2481 2139 342 1985 999
is_linear=0
shrinkage=0.00196078


Tree=5667
num_leaves=8
num_cat=0
split_feature=0 52 16 48 3 3 1
split_gain=1.2567e-05 3.69329e-05 3.67884e-05 3.384e-05 3.01106e-05 5.43313e-05 3.06314e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.23932500000000004 0.087235000000000021 -0.08348499999999999 -1.0000000180025095e-35 0.096035000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 -7
right_child=2 3 -4 -5 5 6 -8
leaf_value=-0.016814916794004531 -0.0052681759522516794 0.017560431406624995 0.020427662805824851 -0.010054869150736093 -0.016860261945239943 0.021330548356446256 -0.0026806931063112962
leaf_weight=0.001380610108297921 0.0012126280946148831 0.0014704706845515593 0.0010307786451349832 0.0019231853103527929 0.0011790140166995492 0.0011156599443218535 0.0010143489622786283
leaf_count=597 282 903 164 450 1208 109 197
internal_value=0 -0.00192126 0.0065383 0.00114651 0.00565376 0.000362643 0.00989596
internal_weight=0 0.00808329 0.00224341 0.00670268 0.00477949 0.00330902 0.00213001
internal_count=3910 3464 446 2867 2417 1514 306
is_linear=0
shrinkage=0.1


Tree=5668
num_leaves=7
num_cat=0
split_feature=48 51 1 4 1 2
split_gain=1.53585e-05 4.03443e-05 6.7753e-05 3.49683e-05 5.96574e-05 7.20759e-05
threshold=0.093225000000000016 0.08482000000000002 0.11198000000000001 -0.0010999999999999996 0.085990000000000011 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.024577369337616742 0.0079535262495555106 -0.019400668632486389 0.018280041559358137 -0.015426940000955562 0.020674649220793775 0.0093767480815741457
leaf_weight=0.0012261212938104054 0.0019353706209812279 0.0011416442903304331 0.0017010128921186446 0.0019242221951302971 0.0011004065235454032 0.0012755755066389527
leaf_count=1106 440 405 421 666 627 245
internal_value=0 -0.00193124 0.000828266 -0.00454342 0.00127049 -0.0072647
internal_weight=0 0.00836898 0.00722734 0.00552633 0.0036021 0.0025017
internal_count=3910 3470 3065 2644 1978 1351
is_linear=0
shrinkage=0.1


Tree=5669
num_leaves=8
num_cat=0
split_feature=484 3 1 3 15 0 15
split_gain=0.000109482 5.04349e-05 7.03271e-05 9.41846e-05 9.35788e-05 9.44762e-05 3.35686e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 -0.0058549999999999991 -0.082994999999999985 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 -5
right_child=1 2 3 6 5 -7 -8
leaf_value=-0.00074523462097298668 0.00020962944671115195 -0.00067670446296185492 0.00037292674292435516 9.8858376517346501e-06 0.00028950235632288696 -0.00039820912022888648 -0.00044613545634192324
leaf_weight=0.0010333668666724872 0.0019356150382417491 0.0016731784277573781 0.001878092868022973 0.0012940322570561646 0.0013478103653792506 0.0017853478376832074 0.0011925720454293723
leaf_count=627 362 850 513 180 488 748 142
internal_value=0 -7.79801e-05 -0.000138682 4.15e-05 -0.000302308 -0.000102372 -0.000208821
internal_weight=0 0.0111066 0.00917103 0.0043647 0.00480634 0.00313316 0.0024866
internal_count=3910 3283 2921 835 2086 1236 322
is_linear=0
shrinkage=0.00196078


Tree=5670
num_leaves=10
num_cat=0
split_feature=484 1375 4 16 12 52 0 15 4
split_gain=0.000161922 6.73248e-05 7.15903e-05 5.8116e-05 6.15936e-05 0.00015385 7.06978e-05 5.63611e-05 2.63253e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 -0.089864999999999987 0.096055000000000015 0.091210000000000013 -0.082604999999999998 -0.15202999999999997 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -4 -5
right_child=1 2 7 4 -6 -7 -8 -9 -10
leaf_value=-0.00073925021932665135 -0.00040267975763208925 -0.00027686680577744874 0.0007258944921020177 0.00049585277689921875 -0.00022984378764879921 0.00084712200491100244 -0.00028061239814921853 8.9997017836431265e-05 4.636702452246173e-05
leaf_weight=0.0010721028594854699 0.0011037552349963476 0.001904588127541673 0.0011333627765482495 0.0010003608238508025 0.0015187123101129641 0.00115343532240938 0.001614387618295722 0.0010164969852067981 0.0010034776297999542
leaf_count=627 146 556 302 281 509 330 714 175 270
internal_value=0 5.76476e-05 0.000106763 2.32166e-05 0.000114075 0.000223537 2.47477e-05 0.000425229 0.00027076
internal_weight=0 0.0114486 0.0103448 0.00819496 0.00629037 0.00477166 0.00361823 0.00214986 0.00200384
internal_count=3910 3283 3137 2660 2104 1595 1265 477 551
is_linear=0
shrinkage=0.00196078


Tree=5671
num_leaves=8
num_cat=0
split_feature=150 151 4 15 42 43 16
split_gain=1.44959e-05 4.1845e-05 3.834e-05 5.20053e-05 3.99907e-05 9.42291e-05 2.56395e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.25367000000000006 -0.064869999999999983 0.084685000000000024 0.0016850000000000001 0.064860000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.020707100969730535 0.0074663288064450526 -0.022912876362063322 0.015574214762534403 -0.0068352363590712464 0.015849677134248605 0.017105241016400159 -0.028662511693607597
leaf_weight=0.0010482481347907965 0.0019940601101897425 0.0010611515155090068 0.0013942966361266433 0.0011550135397548199 0.0013904941413760757 0.0012946739217771161 0.0010076598211911064
leaf_count=360 513 730 379 620 836 209 263
internal_value=0 -0.00202327 0.000658441 -0.00286111 0.00152805 -0.0042319 -0.0170053
internal_weight=0 0.00835154 0.00730329 0.00590899 0.00484784 0.00345735 0.00216267
internal_count=3910 3397 3037 2658 1928 1092 883
is_linear=0
shrinkage=0.1


Tree=5672
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=2.22778e-05 4.49437e-05 4.46143e-05 5.26087e-05 5.27961e-05 8.56319e-05 8.24223e-05
threshold=0.078340000000000007 0.096835000000000018 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010384999999999998 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00049484293632943608 -0.00028885448769910946 0.00032088662905461568 -0.00030174703679401298 0.00038963003177506269 -0.00041502957747286334 0.00022012238410569577 -0.00042812871222011649
leaf_weight=0.0012088150448249834 0.001006994286185176 0.0015801319954003657 0.0019272282689745826 0.0013076576569281172 0.0011817299495239355 0.001426625013675195 0.0015995827763803428
leaf_count=742 263 341 1290 270 173 333 498
internal_value=0 1.68041e-05 -3.87334e-05 3.66468e-05 -4.85668e-05 5.369e-05 -0.000122528
internal_weight=0 0.0102318 0.00865164 0.00672441 0.00541675 0.00423502 0.00302621
internal_count=3910 3647 3306 2016 1746 1573 831
is_linear=0
shrinkage=0.00196078


Tree=5673
num_leaves=7
num_cat=0
split_feature=48 151 51 1 4 4
split_gain=1.40651e-05 3.95775e-05 5.37976e-05 6.55606e-05 7.83217e-05 4.53222e-05
threshold=0.093225000000000016 -0.076429999999999984 0.081825000000000009 0.11198000000000001 -0.017449999999999997 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.014694830969331786 0.007483584662270522 -0.0065189561659604314 -0.025259146485171493 0.017633748047126051 -0.024734399939835141 0.01894946812198562
leaf_weight=0.0012196600230096359 0.0019431455303048047 0.0019628473539622547 0.0010890673537724861 0.0014261319681524937 0.001607241066082538 0.001084936751639919
leaf_count=472 440 595 380 372 737 914
internal_value=0 -0.0019582 -0.00479089 -0.00112525 -0.00687233 0.00254718
internal_weight=0 0.00838988 0.00717022 0.00608116 0.00465503 0.00304778
internal_count=3910 3470 2998 2618 2246 1509
is_linear=0
shrinkage=0.1


Tree=5674
num_leaves=9
num_cat=0
split_feature=133 50 51 12 16 2 2 3
split_gain=2.75333e-05 5.10528e-05 4.60392e-05 4.44297e-05 0.000109125 9.09628e-05 8.73223e-05 7.26111e-05
threshold=0.10064500000000001 0.086465000000000014 -0.07742499999999998 0.098845000000000016 -0.057604999999999996 0.096540000000000015 0.089910000000000004 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.00020356315480108699 -0.00031847940992016903 -0.00038875180439366063 -0.00044702962899003415 -0.00024618794174774606 0.00017179493282104473 0.00091519457934240557 0.00057922057772768272 -8.2079803674750689e-05
leaf_weight=0.0019637295539189454 0.0010311182558426025 0.0010687995195269853 0.0012213181131546418 0.0010199441188759248 0.0013953014069125057 0.0011580218391560176 0.0010758478111966012 0.0015698152476879114
leaf_count=566 598 562 642 273 576 219 297 177
internal_value=0 1.73326e-05 6.34857e-05 0.000133969 0.000194361 0.000508953 -1.33599e-05 0.000186835
internal_weight=0 0.0104728 0.00940398 0.00744025 0.0064203 0.00255332 0.00386698 0.00264566
internal_count=3910 3312 2750 2184 1911 795 1116 474
is_linear=0
shrinkage=0.00196078


Tree=5675
num_leaves=8
num_cat=0
split_feature=12 52 4 4 52 2 1
split_gain=1.42211e-05 5.37221e-05 5.62638e-05 7.29321e-05 5.05303e-05 5.26917e-05 5.39364e-05
threshold=0.051320000000000005 0.09716000000000001 0.08734500000000002 -0.083329999999999987 0.09716000000000001 0.083795000000000022 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.01651209816550633 0.009645268446395662 -0.024357524470654472 0.017425669336299406 -0.023609676567706735 0.022517646492065495 -0.024948949254873894 0.0024223254078579713
leaf_weight=0.0011605040971719958 0.0012896291562713347 0.0010285372322802857 0.0014024512395542704 0.0013496867884980068 0.0011010530618613072 0.0012044350153858148 0.0017896930765832438
leaf_count=235 573 625 226 1435 170 227 419
internal_value=0 -0.00395259 0.00124 -0.00736056 0.00347078 -0.00157699 -0.0085882
internal_weight=0 0.0050703 0.00404177 0.00263932 0.00525569 0.00415463 0.00299413
internal_count=3910 2859 2234 2008 1051 881 646
is_linear=0
shrinkage=0.1


Tree=5676
num_leaves=9
num_cat=0
split_feature=52 52 12 160 160 15 15 15
split_gain=2.35628e-05 4.70399e-05 4.89412e-05 4.34194e-05 5.84513e-05 8.67003e-05 9.0721e-05 5.57766e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.10129000000000001 0.087825000000000014 -1.0000000180025095e-35 -0.10192499999999999 -0.026084999999999994 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.00029064066039768868 0.00037809416153372145 -0.0002124945976548934 -0.00039881366893449301 -0.00034694942551718685 -0.00025304829055731526 0.00084388633301820889 -8.2841876071093859e-05 0.00049735369271455083
leaf_weight=0.001062746917322434 0.0012162762060458536 0.0018763991447334986 0.0012147262436549523 0.0010491064269078131 0.0012417293680026457 0.0010178347185396458 0.0015563459657190635 0.0010784655676734658
leaf_count=425 376 967 391 235 282 233 358 643
internal_value=0 1.60838e-05 -3.26515e-05 2.42275e-05 8.174e-05 0.000194543 0.000346703 0.00015464
internal_weight=0 0.0102509 0.00903461 0.00781988 0.00677077 0.00489438 0.00365265 0.00263481
internal_count=3910 3485 3109 2718 2483 1516 1234 1001
is_linear=0
shrinkage=0.00196078


Tree=5677
num_leaves=9
num_cat=0
split_feature=133 50 51 160 49 52 1 12
split_gain=2.66828e-05 4.17766e-05 3.98934e-05 4.9391e-05 5.31285e-05 8.60451e-05 8.5745e-05 5.37727e-05
threshold=0.10064500000000001 0.086465000000000014 -0.07742499999999998 -0.0098349999999999983 -0.081419999999999979 -0.031409999999999993 0.10688500000000002 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.00018213041361832307 -0.000309569465963367 -0.00034581150844652719 0.00053671419721903991 0.00041772330124480032 -0.0005120334116293471 0.00054469366168409831 -0.00032276839777483284 -2.6089396272821835e-05
leaf_weight=0.0019417828306904162 0.0010062160171573692 0.0010479964423999533 0.0010094820602810405 0.0013238038398986568 0.0010856280821752409 0.0015531811559631051 0.001191163899657535 0.001072925847583406
leaf_count=566 598 562 500 186 387 317 233 561
internal_value=0 2.50723e-05 6.7422e-05 0.000134388 6.91621e-05 -2.49509e-05 0.000113575 0.000311494
internal_weight=0 0.010226 0.00917797 0.00723618 0.0062267 0.0049029 0.00381727 0.00262611
internal_count=3910 3312 2750 2184 1684 1498 1111 878
is_linear=0
shrinkage=0.00196078


Tree=5678
num_leaves=8
num_cat=0
split_feature=47 4 12 12 16 4 52
split_gain=1.72071e-05 3.92967e-05 5.0719e-05 4.23003e-05 5.54043e-05 9.84686e-05 6.15959e-05
threshold=0.11669500000000001 0.24280000000000004 0.098845000000000016 -0.0089849999999999982 -0.0090499999999999973 -0.0040999999999999986 -0.087094999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.017397203563460889 -0.012056390515191244 0.014278900532079307 -0.022183872028228666 -0.025134194557583978 0.001756430861067409 0.011611844169549815 0.034402845694063725
leaf_weight=0.0010086121549023799 0.0010890792129766421 0.001847350768002607 0.0010679583164828416 0.0012737712909644111 0.0012816675910206294 0.0017059013499006825 0.0010525669614694791
leaf_count=280 179 512 468 1237 484 361 389
internal_value=0 0.00123358 -0.00202728 0.00137744 0.00494098 -0.00409661 0.0164775
internal_weight=0 0.00923783 0.00739048 0.00632252 0.00531391 0.00297967 0.00233423
internal_count=3910 3731 3219 2751 2471 1598 873
is_linear=0
shrinkage=0.1


Tree=5679
num_leaves=9
num_cat=0
split_feature=484 1375 42 3 2 1 13 15
split_gain=0.000105919 4.58158e-05 3.85944e-05 5.75667e-05 0.000108116 8.58965e-05 8.36515e-05 5.4885e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 0.092005000000000017 0.096540000000000015 0.076710000000000014 -0.0049299999999999995 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -5
right_child=1 2 -4 7 -6 6 -8 -9
leaf_value=-0.0006204814057114089 -0.00034525083390180993 -0.00027771989503402422 -0.00020471007853562856 -0.00032140986242438948 0.00071387247259893617 -0.00012521640832399662 0.00060303391820935273 0.00020099152270170226
leaf_weight=0.0010226910305019847 0.0010806028584929477 0.0015357645450063202 0.0015567204805464674 0.0016884122824052574 0.0014361090518521394 0.0010137069264467948 0.0015093226318528738 0.0014265008756244105
leaf_count=627 146 928 702 237 524 396 213 137
internal_value=0 3.86065e-05 7.94068e-05 0.000130777 0.000251492 8.78901e-05 0.000310436 -8.21717e-05
internal_weight=0 0.0112471 0.0101665 0.00860982 0.0054949 0.00405879 0.00252303 0.00311491
internal_count=3910 3283 3137 2435 2061 1537 609 374
is_linear=0
shrinkage=0.00196078


Tree=5680
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 4 47 15
split_gain=1.58042e-05 2.09378e-05 7.30415e-05 4.37598e-05 9.95381e-05 4.98498e-05 3.37961e-05 2.05986e-05
threshold=0.077165000000000025 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 0.09252500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 7 -1 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0018827599901389989 -0.012105449673167049 -0.0078313597193893827 0.024189037021018798 -0.0061311148690555749 0.029857931133930718 -0.021749239364851444 -0.027109879284891954 0.013689386166537766
leaf_weight=0.0011278780319110451 0.0010007129225396592 0.0014174407071449737 0.00143218651170635 0.001012416450913608 0.0010918845174471103 0.0011524204097973418 0.001003551282914046 0.0010876173772707302
leaf_count=889 282 115 593 126 87 731 189 898
internal_value=0 0.00111864 0.00826169 -0.00202462 0.0037333 -0.00503703 -0.0137606 0.00413402
internal_weight=0 0.0093254 0.00284963 0.00647577 0.00434434 0.00325245 0.00213143 0.00210003
internal_count=3910 3628 708 2920 1842 1755 1078 1024
is_linear=0
shrinkage=0.1


Tree=5681
num_leaves=10
num_cat=0
split_feature=484 15 42 42 151 4 12 15 0
split_gain=0.000139725 3.91533e-05 0.000115532 7.60712e-05 7.08525e-05 9.73654e-05 0.000101415 0.000122844 4.40463e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.044604999999999992 0.25367000000000006 1.0000000180025095e-35 -0.038029999999999987 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 -5
right_child=1 2 -4 8 5 -7 -8 -9 -10
leaf_value=-0.00069537193059008478 -0.00020614373040919016 -0.00041161223293345768 0.00040391137581596029 -0.00048140916136258884 2.9694276606464476e-05 0.00085648617352280978 -0.00028239041535808472 0.00087283185593614219 8.3818561798546095e-05
leaf_weight=0.0010308819999760655 0.0011165264891547736 0.001960261746994135 0.0010129917237258813 0.0010312356822549209 0.0014910204127595635 0.0010959178184472966 0.0011885416417110614 0.0011983559185378442 0.0010906525823325696
leaf_count=627 254 733 618 464 171 234 369 152 288
internal_value=0 5.90354e-05 -0.000133762 0.000128838 0.000240229 0.00034043 0.00019459 0.000405387 -0.000190882
internal_weight=0 0.0111855 0.00297325 0.00821225 0.00609036 0.00497384 0.00387792 0.00268938 0.00212189
internal_count=3910 3283 1351 1932 1180 926 692 323 752
is_linear=0
shrinkage=0.00196078


Tree=5682
num_leaves=8
num_cat=0
split_feature=43 4 13 0 1 13 0
split_gain=1.35404e-05 4.17052e-05 4.72144e-05 0.000102573 4.47488e-05 3.96433e-05 3.98087e-05
threshold=-0.053009999999999995 -0.34687499999999999 -0.0041499999999999983 -0.10462499999999998 0.092010000000000022 0.17936000000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.0025419737063394569 -0.02031386471112227 -0.012708093682216799 0.01242587009577974 0.03409563647464852 -0.013897680962030963 -0.011429438249250731 0.022162602195692445
leaf_weight=0.0011668323170915735 0.0011348803409119172 0.0017634563464167226 0.001092588946869099 0.001023619148780977 0.0015792073319383718 0.001085094130994356 0.0014790712927951646
leaf_count=1052 224 1305 116 322 145 206 540
internal_value=0 -0.0028715 0.000754703 0.00717916 -0.00313308 0.00466685 0.011268
internal_weight=0 0.00659375 0.00545887 0.00369542 0.0026718 0.003731 0.0026459
internal_count=3910 2112 1888 583 261 1798 1592
is_linear=0
shrinkage=0.1


Tree=5683
num_leaves=9
num_cat=0
split_feature=484 133 52 52 160 12 3 2
split_gain=0.000121817 9.19803e-05 0.000126315 0.000102585 6.52332e-05 5.77109e-05 8.80019e-05 9.02987e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.091555000000000011 0.090325000000000003 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.0006442587386834731 -0.00054964893019463065 -0.00049638201025356467 0.00072946232969921677 0.00014430984268429712 -0.0003680879085894062 -0.0001279376379466514 -6.7945134275856765e-05 0.00077994279266230346
leaf_weight=0.0010788840343654996 0.0010337011746343388 0.0010940225642440205 0.0011199187164543231 0.0017585196253486147 0.0010163316132927704 0.001938532136874796 0.0019335891639296176 0.0016803273623677867
leaf_count=627 334 516 257 743 148 491 254 540
internal_value=0 4.4627e-05 0.000101099 0.000172303 9.73716e-05 0.000162077 0.000266723 0.0004549
internal_weight=0 0.0115749 0.0104809 0.00944722 0.0083273 0.00731097 0.00537244 0.00343885
internal_count=3910 3283 2767 2433 2176 2028 1537 1283
is_linear=0
shrinkage=0.00196078


Tree=5684
num_leaves=9
num_cat=0
split_feature=1 0 133 14 49 15 13 4
split_gain=3.11216e-05 8.29653e-05 8.29863e-05 3.17945e-05 7.44711e-05 6.35169e-05 8.24458e-05 8.79324e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.0047850000000000011 -0.106555 -0.0024749999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 -8
right_child=3 2 -4 4 -6 6 7 -9
leaf_value=-0.00062783700721724418 -0.00025372266661549328 0.00030759537246495149 -0.00038573531083669753 0.0004647529075396917 0.00059263205733431248 0.00025943110354994777 -0.00068059330480870134 -5.6409958638958434e-07
leaf_weight=0.001046448625753869 0.0010908192983083796 0.0016071174131765326 0.0011306770066281835 0.0010268364376423622 0.0010310185109346599 0.001814654117618544 0.0012047635219156123 0.0018592972255262066
leaf_count=1044 195 435 529 229 185 767 381 145
internal_value=0 -0.000158235 2.12579e-05 5.74594e-05 0.000106395 2.15052e-05 -7.17863e-05 -0.000267946
internal_weight=0 0.00378424 0.00273779 0.00802739 0.00693657 0.00590555 0.00487871 0.00306406
internal_count=3910 2008 964 1902 1707 1522 1293 526
is_linear=0
shrinkage=0.00196078


Tree=5685
num_leaves=8
num_cat=0
split_feature=11 2 2 0 160 3 0
split_gain=1.49863e-05 2.12646e-05 6.18758e-05 7.07492e-05 4.34149e-05 5.11341e-05 6.60817e-05
threshold=0.077330000000000024 0.089910000000000004 0.084235000000000018 -0.10131499999999999 0.088785000000000017 0.088060000000000013 -0.13506999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7
right_child=-2 4 -4 -5 -6 6 -8
leaf_value=0.022952641156936016 -0.01177995063138762 0.013451776079439554 -0.025503207731068862 -0.009258199079844787 0.023633159454293125 -0.021425221332622965 0.011518190490044905
leaf_weight=0.0011004493956339196 0.0010010543042347957 0.001854644422683455 0.0010343989388060526 0.001792817223687568 0.001029592476242046 0.0015375253850933789 0.0010081497042771536
leaf_count=113 279 1041 923 1003 221 182 148
internal_value=0 0.00109328 -0.00451172 0.00299314 0.0051476 0.000822327 -0.00837882
internal_weight=0 0.00935758 0.00392767 0.00289327 0.00542991 0.00440032 0.00254568
internal_count=3910 3631 2039 1116 1592 1371 330
is_linear=0
shrinkage=0.1


Tree=5686
num_leaves=7
num_cat=0
split_feature=1 0 15 15 16 0
split_gain=1.43936e-05 3.15212e-05 2.6014e-05 5.40525e-05 5.88976e-05 5.16068e-05
threshold=0.076710000000000014 0.047345000000000005 0.024640000000000006 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.014107302087142313 -0.0056806798748868133 0.0055161216978249564 -0.010490480976824701 0.02512178106665898 -0.015100882421586321 0.020528804481372939
leaf_weight=0.001877026371958709 0.0013689354748787914 0.0014516069919679976 0.0012731615276338846 0.0011104089913218738 0.0015811966150238712 0.0016649904348629313
leaf_count=1913 131 95 544 325 409 493
internal_value=0 -0.00554959 0.00243841 0.00531335 0.000547399 0.00870284
internal_weight=0 0.00332863 0.00699869 0.00572553 0.00461512 0.00303393
internal_count=3910 2008 1902 1358 1033 624
is_linear=0
shrinkage=0.1


Tree=5687
num_leaves=10
num_cat=0
split_feature=484 15 12 124 42 151 1 3 0
split_gain=0.000156011 4.30099e-05 0.000126175 0.000101432 0.000113879 7.64707e-05 0.000123258 7.59979e-05 3.34658e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.018779999999999995 0.083970000000000017 -0.0088999999999999982 0.095575000000000007 0.11265500000000002 -0.073129999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8 -6
right_child=1 2 -4 4 8 6 7 -9 -10
leaf_value=-0.00074588438983006541 -0.00045848903213898025 -0.00062364444246062426 0.00019825814697200747 -6.4140781117780842e-05 -0.00043820198845479267 0.00012738990273680349 0.0012070332718801329 0.0004642533293144136 6.6155593822873028e-05
leaf_weight=0.0010216247275723891 0.0010020688274441246 0.001244386725472849 0.0016979766133123045 0.0012562136592871283 0.0010228680943389586 0.0019021586105139811 0.0010021133621638837 0.0011231451704928302 0.0010006023462050388
leaf_count=627 280 420 931 208 451 441 197 142 213
internal_value=0 5.43808e-05 -0.000149342 0.000126521 0.000206747 0.000358229 0.000489973 0.000814493 -0.000188798
internal_weight=0 0.0112515 0.00294236 0.00830917 0.0073071 0.00528363 0.00402742 0.00212526 0.00202347
internal_count=3910 3283 1351 1932 1652 988 780 339 664
is_linear=0
shrinkage=0.00196078


Tree=5688
num_leaves=8
num_cat=0
split_feature=11 48 0 2 52 13 42
split_gain=1.42091e-05 1.99856e-05 5.72476e-05 4.31271e-05 4.47649e-05 6.81666e-05 4.26304e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.083814999999999987 -0.081829999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.021610715095391961 -0.01144559789988356 -0.0062039705108760512 0.022124121737385274 0.014377481340380766 -0.022422766450455722 0.0079464692355800653 -0.017396334959215949
leaf_weight=0.0010097302369826834 0.0010022092046673434 0.0014170047845147857 0.0014366603946851097 0.001290144589340559 0.0012637060817316283 0.0010207473681828837 0.0018979055957320419
leaf_count=508 279 115 594 421 800 329 864
internal_value=0 0.00108428 0.00805764 -0.00198559 -0.00605152 -0.000785125 -0.00853314
internal_weight=0 0.0093359 0.00285367 0.00648223 0.00519209 0.00392838 0.00291865
internal_count=3910 3631 709 2922 2501 1701 1193
is_linear=0
shrinkage=0.1


Tree=5689
num_leaves=8
num_cat=0
split_feature=484 160 42 160 49 3 3
split_gain=1.31961e-05 3.23306e-05 3.61452e-05 4.75525e-05 5.86055e-05 6.64067e-05 7.33819e-05
threshold=0.084225000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.042499999999999989 -0.078884999999999997 0.0048550000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.016848274825128406 0.0096877998630902143 -0.013152307225103863 0.027055562362954921 -0.013591469078685432 -0.017429394737946542 0.029136764081215002 -0.0037501739207218875
leaf_weight=0.0011822030574302868 0.001211292363197408 0.0014900451017769208 0.0012627119358910024 0.0012250053802930006 0.0011905582803493162 0.0012197746678031486 0.0015289554827196518
leaf_count=782 470 875 242 316 610 399 216
internal_value=0 -0.00142277 0.000880625 0.00413404 0.00830817 0.00229882 0.0108437
internal_weight=0 0.00909925 0.00791705 0.00642701 0.005202 0.00393929 0.00274873
internal_count=3910 3440 2658 1783 1467 1225 615
is_linear=0
shrinkage=0.1


Tree=5690
num_leaves=8
num_cat=0
split_feature=15 42 3 49 15 52 3
split_gain=1.46098e-05 2.94437e-05 4.38399e-05 4.06472e-05 5.38149e-05 7.51647e-05 3.71352e-05
threshold=0.091600000000000015 0.092635000000000009 -0.100615 -0.0019649999999999997 -0.017214999999999998 0.084240000000000023 0.10223
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.018405838661172128 -0.011378359029895695 -0.014201091152923593 -0.012805100321956434 0.0071913718957507325 0.030549870338820864 -0.0053036883779416961 -0.018010852244355162
leaf_weight=0.0015429790961033361 0.0010338288904831782 0.0010998854346021157 0.0018685841236204285 0.0011051492293316547 0.00136424375431569 0.0010233243413809035 0.0012414272379602054
leaf_count=415 644 517 565 761 416 407 185
internal_value=0 0.00115637 0.00323003 -0.000316377 0.00461297 0.0151828 -0.00614155
internal_weight=0 0.00924559 0.00814571 0.00660273 0.00473414 0.00238757 0.00234658
internal_count=3910 3266 2749 2334 1769 823 946
is_linear=0
shrinkage=0.1


Tree=5691
num_leaves=10
num_cat=0
split_feature=484 1 42 3 2 49 16 3 4
split_gain=7.9669e-05 4.63183e-05 7.25851e-05 6.4004e-05 7.3251e-05 7.2246e-05 5.05217e-05 4.23367e-05 6.47089e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.091955000000000023 -0.12008499999999998 0.113945 -0.069934999999999983 -0.110495 0.094625000000000015 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00053528592322182509 0.0004271105348568292 0.00037302049788712682 -0.00045112028532361446 -0.00036783218450962954 -0.00048455099898822552 0.00054186261918734544 0.00027338016753656333 0.00037155015949089071 -0.00038590160938142864
leaf_weight=0.001007051447059302 0.0014837352057723956 0.0014078870009783416 0.0012368727159335095 0.001169555277799183 0.0011044052797204223 0.0011119990424055207 0.0010361286433162502 0.0011345139135348695 0.0012788173157362319
leaf_count=627 280 323 606 234 191 210 381 89 969
internal_value=0 4.09899e-05 -7.92812e-06 5.79647e-05 -2.21642e-05 6.69408e-05 0.000178416 6.12525e-05 -9.08188e-05
internal_weight=0 0.0109639 0.00955603 0.00831915 0.00683542 0.00573101 0.00456146 0.00344946 0.00231495
internal_count=3910 3283 2960 2354 2074 1883 1649 1439 1350
is_linear=0
shrinkage=0.00196078


Tree=5692
num_leaves=10
num_cat=0
split_feature=484 15 42 1 16 2 151 4 0
split_gain=0.000124616 4.90556e-05 0.000131214 8.92693e-05 0.000100445 8.12026e-05 0.000100597 5.90924e-05 4.20275e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 1.0000000180025095e-35 -0.0088999999999999982 0.015635000000000003 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 8 -7 -8 -5
right_child=1 2 -4 5 -6 6 7 -9 -10
leaf_value=-0.00066844234609309374 -0.00056437472466918152 -0.00046361720999789439 0.00040340680362659916 -0.00033733627662533129 0.00023815801464227102 6.5877688734533794e-06 0.00031100754868030413 0.00093676698204424129 0.00022584794756829983
leaf_weight=0.0010247615752747253 0.0012949674728969587 0.0019751982421990378 0.0010164177821697156 0.0010309927789494322 0.0011166184914679364 0.0013832516069003271 0.0010065940905956933 0.0013696752395771111 0.0010070444868839686
leaf_count=627 576 733 618 214 194 198 254 244 252
internal_value=0 4.59133e-05 -0.000169041 0.000124248 -0.000192784 0.000256123 0.000426979 0.000671694 -5.90531e-05
internal_weight=0 0.0112008 0.00299162 0.00820914 0.00241159 0.00579756 0.00375952 0.00237627 0.00203804
internal_count=3910 3283 1351 1932 770 1162 696 498 466
is_linear=0
shrinkage=0.00196078


Tree=5693
num_leaves=10
num_cat=0
split_feature=52 376 457 160 1 13 4 1 4
split_gain=4.75873e-05 7.44703e-05 6.66918e-05 6.84866e-05 3.84276e-05 3.67797e-05 7.50265e-05 5.18564e-05 1.91402e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 0.043720000000000009 0.11561500000000001 0.0024700000000000004 -1.0000000180025095e-35 0.085110000000000005 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8
right_child=1 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.00039764017506199544 -3.3889140972263268e-05 0.00053810361291722734 0.00037631915764751203 -0.00056223352609011687 0.00026778048379512496 -0.0004210284885033492 -0.00046882010477395476 0.00055047938462889881 -9.2917743134035609e-05
leaf_weight=0.00105598522284226 0.0013132505752426738 0.0010358565777305361 0.0014150548538769776 0.001011892970166647 0.0014494385771277787 0.0010508316056589825 0.0010615654211766005 0.0010511369777055082 0.0010223058273858992
leaf_count=425 1045 200 241 366 354 381 367 436 95
internal_value=0 3.92017e-05 -1.59198e-05 -8.56447e-05 -1.62406e-05 -9.11022e-05 -1.31623e-05 0.000225904 -0.00028441
internal_weight=0 0.0104113 0.00937548 0.00796042 0.00694853 0.00549909 0.00444826 0.00236439 0.00208387
internal_count=3910 3485 3285 3044 2678 2324 1943 1481 462
is_linear=0
shrinkage=0.00196078


Tree=5694
num_leaves=8
num_cat=0
split_feature=4 151 16 48 0 52 12
split_gain=1.53591e-05 2.89033e-05 5.03784e-05 4.70061e-05 5.4014e-05 6.14355e-05 4.37172e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 0.091555000000000011 -0.083424999999999985 0.091210000000000013 0.086580000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -3
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.010188275656821504 0.0093347557513842484 -0.031811524516434091 0.013135414322204986 0.020229699299172177 -0.023628330574182208 0.0064037482021051311 -0.002678854781375846
leaf_weight=0.0016658730279464464 0.0014768851621857924 0.0010582719024975127 0.0012864741734890904 0.001008314284140898 0.0016966140262332429 0.0011380768820012238 0.0010035803606231232
leaf_count=556 441 266 689 225 995 397 341
internal_value=0 -0.00168058 -0.00443 0.000876515 -0.00385858 -0.011571 -0.0176316
internal_weight=0 0.0088572 0.00719133 0.00512948 0.00412117 0.00283469 0.00206185
internal_count=3910 3469 2913 2306 2081 1392 607
is_linear=0
shrinkage=0.1


Tree=5695
num_leaves=8
num_cat=0
split_feature=11 43 15 4 13 15 2
split_gain=1.46947e-05 2.10638e-05 5.84168e-05 4.34715e-05 2.84364e-05 5.41666e-05 3.47032e-05
threshold=0.077330000000000024 -0.053009999999999995 -0.053579999999999996 -0.068329999999999988 -0.09547499999999999 -1.0000000180025095e-35 0.11203000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.02548568445986206 -0.011604200263445583 0.0080032984715382016 0.011983087675087295 -0.016829346739262129 0.010261014324983581 -0.022332844022559858 -0.013035579878923849
leaf_weight=0.0011721410495308237 0.0010020063674012697 0.0018407568193196666 0.0010494439907653467 0.0010451816365082841 0.0016930483592947204 0.0014754682189978838 0.0010274635722692862
leaf_count=803 279 348 381 518 404 1015 162
internal_value=0 0.00114131 0.00760956 -0.00239381 -0.00235897 -0.00690484 0.00146252
internal_weight=0 0.0093035 0.00326677 0.00209463 0.00603674 0.00419598 0.00272051
internal_count=3910 3631 1702 899 1929 1581 566
is_linear=0
shrinkage=0.1


Tree=5696
num_leaves=10
num_cat=0
split_feature=484 12 52 52 160 49 52 1 3
split_gain=0.000114179 5.4306e-05 3.85042e-05 5.35235e-05 5.44422e-05 7.08947e-05 0.000107088 7.77023e-05 0.000103222
threshold=-1.0000000180025095e-35 0.10852500000000001 -0.27466499999999994 -0.091329999999999981 0.087825000000000014 -0.027609999999999996 0.091210000000000013 0.10982000000000001 -0.0076499999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00064134250040910406 -0.00027060255633860739 -0.00037985013629490504 0.00053373276545305454 0.00054711360235225825 -0.00035163918684565223 -0.000238726296219004 0.00045739470149109527 -0.00060100086682739109 0.00053327657432912404
leaf_weight=0.0010366375995103034 0.0010567537048408121 0.0010759111132680197 0.0010838101080930173 0.0012865468871797988 0.0010287280791268106 0.0019525098622852352 0.0016488265922397632 0.001028383659129899 0.001010484740848281
leaf_count=627 349 272 241 308 170 1010 629 217 87
internal_value=0 3.8921e-05 8.35484e-05 0.000124951 6.92609e-05 0.000131771 3.70301e-05 -0.000136621 2.45537e-05
internal_weight=0 0.011172 0.010096 0.00903929 0.00795548 0.00692675 0.0056402 0.00399138 0.00296299
internal_count=3910 3283 3011 2662 2421 2251 1943 1314 1097
is_linear=0
shrinkage=0.00196078


Tree=5697
num_leaves=9
num_cat=0
split_feature=15 2 2 13 0 43 1 52
split_gain=3.47563e-05 3.28975e-05 6.56064e-05 6.11932e-05 3.47826e-05 5.07549e-05 5.40244e-05 2.9636e-05
threshold=-0.24219999999999997 0.11005500000000001 0.12068000000000001 -0.13934999999999997 -0.070894999999999986 -0.0037249999999999996 0.089455000000000021 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -6
right_child=1 2 -4 4 7 6 -8 -9
leaf_value=0.00033304727060207872 -0.00053363776911153878 0.00043422457002813546 -0.00017857657038854776 -0.00039235040505518966 0.0004021819135159604 0.00026196319199640064 -0.0003149199410382684 -3.6679699993573433e-05
leaf_weight=0.0010358082032508537 0.0011101948738977607 0.0014185431615464763 0.0012757698348666736 0.0018159010695803328 0.0010378091098607715 0.0015823742231089698 0.0010306371694102532 0.0013759294587553812
leaf_count=317 134 284 282 1639 230 536 199 289
internal_value=0 -4.31939e-05 0.00014406 -0.000106633 -3.73531e-05 -0.000140557 3.4426e-05 0.000152013
internal_weight=0 0.0106472 0.00269431 0.00795285 0.00684265 0.00442891 0.00261301 0.00241374
internal_count=3910 3593 566 3027 2893 2374 735 519
is_linear=0
shrinkage=0.00196078


Tree=5698
num_leaves=9
num_cat=0
split_feature=484 133 3 3 2 1 4 4
split_gain=0.000129968 4.39522e-05 5.5078e-05 8.15459e-05 9.6875e-05 9.23994e-05 4.46855e-05 5.80121e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.12008499999999998 -0.078884999999999997 0.10679500000000001 0.11235500000000002 -1.0000000180025095e-35 0.070230000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00068108113494591462 0.00039945750097909619 -0.00033730968737567276 -0.00035751051260958684 0.00051448886101437255 -0.00058552299641450537 0.00019394252161997864 -0.00019889925416690795 0.00040293645899452073
leaf_weight=0.0010270717828612498 0.0017841773975056105 0.0010366455710968695 0.0017434358039595628 0.0019199362378901608 0.0011941914149432554 0.0011456255859054972 0.0011782618375748373 0.0012898860654786402
leaf_count=627 332 516 1158 416 217 250 199 195
internal_value=0 4.74548e-05 8.63475e-05 2.04023e-05 0.000118333 -0.00020388 0.000290143 0.000115628
internal_weight=0 0.0112922 0.0102555 0.00847134 0.0067279 0.00233982 0.00438808 0.00246815
internal_count=3910 3283 2767 2435 1277 467 810 394
is_linear=0
shrinkage=0.00196078


Tree=5699
num_leaves=7
num_cat=0
split_feature=4 151 16 48 0 52
split_gain=1.49418e-05 2.26516e-05 4.54609e-05 3.95463e-05 4.81606e-05 4.95225e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.092424999999999993 0.091555000000000011 -0.083424999999999985 0.091210000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.008705086744798949 0.0087806401688238882 -0.017198321398802098 0.012375235003897429 0.018464156873334841 -0.021740251967859902 0.0051881073401776933
leaf_weight=0.0016795789882940726 0.0015961227788797864 0.0019530198617488609 0.0012944230440363916 0.0010097329729318559 0.0016962806310835718 0.0011432071764710776
leaf_count=556 472 576 689 225 995 397
internal_value=0 -0.00173783 -0.00420937 0.000722478 -0.00361104 -0.0108986
internal_weight=0 0.00877624 0.00709666 0.00514364 0.00413391 0.00283949
internal_count=3910 3438 2882 2306 2081 1392
is_linear=0
shrinkage=0.1


Tree=5700
num_leaves=8
num_cat=0
split_feature=50 4 2 3 48 42 43
split_gain=1.48236e-05 3.10866e-05 2.45985e-05 3.35179e-05 4.83758e-05 8.55449e-05 5.65571e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.10666500000000002 0.083775000000000002 -0.082904999999999993 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.017577801874040806 -0.011662999651073515 0.016084080411238443 -0.014709989987360931 0.01650203535419768 0.012736286288117616 -0.0011596001763925358 -0.027907189954255746
leaf_weight=0.0010195427722146547 0.0010027338041485147 0.0012103255111799048 0.001140638559978889 0.0011789947603988993 0.0016127745084795831 0.0014540454840142596 0.0017323812237770542
leaf_count=376 689 396 331 73 446 582 1017
internal_value=0 0.00113107 -0.00109271 0.00112692 -0.00198839 -0.00763455 -0.0157016
internal_weight=0 0.0093487 0.00813838 0.00699774 0.00581874 0.00420597 0.00318643
internal_count=3910 3221 2825 2494 2421 1975 1599
is_linear=0
shrinkage=0.1


Tree=5701
num_leaves=8
num_cat=0
split_feature=1 0 12 47 4 1 2
split_gain=1.49347e-05 3.43336e-05 2.43087e-05 4.75563e-05 7.53211e-05 5.45432e-05 4.81202e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.11097000000000001 0.086245000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 -4
right_child=2 -3 3 -5 5 -7 -8
leaf_value=-0.014555978209864359 0.015467963195333504 0.0059487971914372649 0.0066246737275125287 -0.015857175312144197 0.032999845176468645 0.0022404816173714269 -0.024046956436199161
leaf_weight=0.0018741090700729367 0.0012013344018981685 0.0014471738583982574 0.0010103918814715427 0.0014482833375666082 0.0011406348408687401 0.0011655628580992431 0.0010359667277124013
leaf_count=1913 450 95 550 263 139 170 330
internal_value=0 -0.00562149 0.0025207 -0.000160635 0.00506228 0.0174539 -0.0089028
internal_weight=0 0.00332128 0.00700217 0.00580084 0.00435256 0.0023062 0.00204636
internal_count=3910 2008 1902 1452 1189 309 880
is_linear=0
shrinkage=0.1


Tree=5702
num_leaves=9
num_cat=0
split_feature=11 3 1 13 52 0 15 0
split_gain=2.20206e-05 4.10837e-05 4.36766e-05 7.77e-05 6.93536e-05 6.43071e-05 5.48497e-05 4.55107e-05
threshold=0.078340000000000007 -0.12008499999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999 -1.0000000180025095e-35 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=0.00037972404951407373 -0.00028338898029031608 -0.0005561843647349517 0.00040728750357031922 -0.00046548827511346653 0.00041022733084129115 -0.0002033089311400421 0.00020943548072054194 -0.00032826843391129784
leaf_weight=0.0010897051065426626 0.0010126226258761655 0.0011048515597087438 0.0019008752187919262 0.0012118431887007987 0.0013054364488287074 0.001321897134034055 0.0013594104284257837 0.0010907734892009256
leaf_count=183 263 1021 884 142 112 201 1006 98
internal_value=0 1.9529e-05 -2.26983e-05 8.30787e-05 -7.74454e-05 0.000101537 -0.000193489 -2.99397e-05
internal_weight=0 0.0103848 0.00929509 0.00574005 0.00383918 0.00262733 0.00355504 0.00245018
internal_count=3910 3647 3464 1339 455 313 2125 1104
is_linear=0
shrinkage=0.00196078


Tree=5703
num_leaves=8
num_cat=0
split_feature=1 42 484 2 3 4 16
split_gain=1.51594e-05 3.11447e-05 3.14837e-05 3.5036e-05 4.67164e-05 3.11901e-05 1.93547e-05
threshold=0.12730000000000002 0.091955000000000023 0.084225000000000008 0.082715000000000025 -0.015794999999999997 0.0057500000000000008 -0.049719999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.014631162562614647 0.0097100991707716657 -0.017227489653471047 0.016585924814578781 0.0037766065116950492 -0.016708968459604241 0.0039130032367136747 0.022575735727260515
leaf_weight=0.0016353305611761905 0.0013681674281638785 0.0011152203622106062 0.0010684734501937064 0.0010890385850861033 0.0014210010020314343 0.0015157625399525054 0.0011016708195489859
leaf_count=604 345 732 368 874 213 175 599
internal_value=0 -0.00159235 0.000634182 -0.00188608 0.00217878 -0.00606527 0.0132304
internal_weight=0 0.0089465 0.00783128 0.0067628 0.00512747 0.00293676 0.00219071
internal_count=3910 3565 2833 2465 1861 388 1473
is_linear=0
shrinkage=0.1


Tree=5704
num_leaves=8
num_cat=0
split_feature=11 43 2 42 13 52 0
split_gain=1.44145e-05 1.94319e-05 5.59304e-05 3.31295e-05 2.94906e-05 4.23216e-05 4.66778e-05
threshold=0.077330000000000024 -0.053009999999999995 0.093815000000000009 0.085195000000000007 -0.09547499999999999 0.071660000000000015 -0.22851499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=-0.013312853461434647 -0.011486203421850976 0.0082856524301817957 0.02596507785353204 0.011364828215184477 0.00016766633380637749 0.010058654830146691 -0.024471734497519403
leaf_weight=0.0011704732147734655 0.0010009156750272847 0.0018504588059123535 0.0010806775707479718 0.0010164144243237803 0.00145379803696574 0.0010900239092515801 0.0016319447120282378
leaf_count=635 279 348 539 528 128 630 823
internal_value=0 0.00114405 0.00735377 -0.00184324 -0.00222301 -0.00687984 -0.0128633
internal_weight=0 0.00929379 0.00326757 0.00218689 0.00602623 0.00417577 0.00308574
internal_count=3910 3631 1702 1163 1929 1581 951
is_linear=0
shrinkage=0.1


Tree=5705
num_leaves=10
num_cat=0
split_feature=123 133 50 4 0 47 13 52 1
split_gain=5.66907e-05 5.14996e-05 6.31738e-05 6.79823e-05 8.23444e-05 7.86056e-05 6.10412e-05 0.000132335 1.0774e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.00041039266510027714 0.00043230734294051935 -0.00046338898770554497 -0.00046872633444971259 -0.00016791880806548039 0.00053104920060006229 -0.00047472702988477525 -0.00022072181230549547 0.00072534790469405523 0.00043995998172114082
leaf_weight=0.0011051747238203418 0.0010104680416307523 0.0010620329343933475 0.0010293260664241627 0.0019131211254182681 0.0014480788152442525 0.0010589987830103833 0.0012852683949528473 0.0010195800095503787 0.0010147792950110299
leaf_count=213 334 630 555 1214 292 211 154 218 89
internal_value=0 -5.31091e-05 -8.98141e-06 4.45208e-05 0.000109478 1.24514e-05 0.000111046 0.000271815 0.000582991
internal_weight=0 0.0109364 0.00987433 0.008845 0.00773983 0.00629175 0.00523275 0.00331963 0.00203436
internal_count=3910 3576 2946 2391 2178 1886 1675 461 307
is_linear=0
shrinkage=0.00196078


Tree=5706
num_leaves=10
num_cat=0
split_feature=48 16 15 47 2 150 4 4 12
split_gain=5.18238e-05 9.02574e-05 5.41611e-05 6.79716e-05 8.73394e-05 6.21844e-05 9.56559e-05 9.23083e-05 4.53229e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.092255000000000018 0.11290500000000002 0.085285000000000014 -0.08422499999999998 -1.0000000180025095e-35 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00054856963862455271 -0.00043000817467474305 -0.0004349432441988491 -7.5428805295050028e-05 0.0004398649543753544 0.00046569643616027959 -0.00058151696550136453 0.0004319825773334783 -0.00030201182141034331 -0.00064526269526933827
leaf_weight=0.0011716575198130576 0.0010084021571191799 0.0011113896237021715 0.0010547237683477613 0.0012897355875645207 0.0010766781787127592 0.0010213237412023887 0.0019172554118968054 0.0010035447686997305 0.0010924914661013148
leaf_count=249 161 418 293 211 294 243 1327 333 381
internal_value=0 3.48996e-05 -2.80079e-05 2.5478e-05 -4.91031e-05 -0.000140127 -5.11762e-05 0.000179793 -0.000365357
internal_weight=0 0.0107388 0.00956714 0.00845575 0.00716602 0.00608934 0.00506802 0.0029208 0.00214722
internal_count=3910 3749 3500 3082 2871 2577 2334 1660 674
is_linear=0
shrinkage=0.00196078


Tree=5707
num_leaves=10
num_cat=0
split_feature=4 0 1 0 2 12 3 52 16
split_gain=2.90468e-05 6.04632e-05 2.98232e-05 7.30033e-05 5.03923e-05 8.47183e-05 7.09403e-05 3.58938e-05 5.56305e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.097345000000000015 0.013395000000000002 -0.074484999999999982 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 -8 -9
right_child=1 -3 4 -5 6 -7 7 8 -10
leaf_value=-0.00032401769339960928 -0.00061521220766426986 0.00044317488606039894 -0.00046658043401310938 0.00013190733600571707 0.00058297042262802333 0.00024436081268929715 -0.00028438587708829035 -0.0001944955554520151 0.00041656985052276728
leaf_weight=0.0010208299961390931 0.0010058724427726025 0.0011666157894144732 0.0016216930773047585 0.0010054515027535537 0.0011194150432607035 0.0010693564179138065 0.0010652471525709056 0.0010156710842515232 0.0013136086980508742
leaf_count=192 1044 223 675 865 346 168 101 145 151
internal_value=0 2.26127e-05 -3.06228e-05 -0.000241731 2.83095e-05 -0.00018407 0.000154922 1.37648e-05 0.000150118
internal_weight=0 0.0103829 0.00921632 0.00201132 0.00720499 0.00269105 0.00451394 0.00339453 0.00232928
internal_count=3910 3718 3495 1909 1586 843 743 397 296
is_linear=0
shrinkage=0.00196078


Tree=5708
num_leaves=10
num_cat=0
split_feature=484 1 159 12 1 42 15 15 12
split_gain=0.000173024 4.77403e-05 4.78492e-05 6.42474e-05 9.0096e-05 8.04869e-05 6.49456e-05 0.000127627 6.39856e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.073745000000000019 0.10129000000000001 0.11052000000000002 -1.0000000180025095e-35 -0.021529999999999997 -0.095799999999999982 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8
right_child=1 -3 -4 -5 -6 6 8 -9 -10
leaf_value=-0.00076483396208113267 -0.00038347261281285622 0.00038811551006910053 0.00034106776312712586 -0.00047670475010299675 -0.00050888336250905523 1.10737616658939e-05 -0.00028506076134640179 0.00088483319620768044 0.00032536894924488022
leaf_weight=0.0010728180403338618 0.0010555314166246768 0.0014738861790502102 0.0014352804693420788 0.0011511557180702934 0.001054499605744305 0.0013339398443137243 0.0014383093722550697 0.0012403329082985926 0.0012203313000548224
leaf_count=627 622 323 429 331 150 191 339 350 548
internal_value=0 5.88193e-05 9.93955e-06 -4.60124e-05 2.15073e-05 0.000110448 0.000210076 0.000432067 -4.87003e-06
internal_weight=0 0.0114033 0.00992938 0.0084941 0.00734294 0.00628844 0.00523291 0.00257427 0.00265864
internal_count=3910 3283 2960 2531 2200 2050 1428 541 887
is_linear=0
shrinkage=0.00196078


Tree=5709
num_leaves=10
num_cat=0
split_feature=48 16 47 12 13 151 43 1 2
split_gain=4.9428e-05 9.73329e-05 6.53495e-05 5.04578e-05 5.21624e-05 4.59618e-05 5.7084e-05 3.76318e-05 2.84933e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -8 -3
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=0.00056083452246791102 -0.00041907046388492072 -0.00049557888857771834 0.00043804801624759281 -0.00045697702560187881 0.00039433409472834651 0.00033000062408554566 -0.00043251382890939385 7.2659823373284792e-05 -7.9490822931499664e-05
leaf_weight=0.0011942132396293966 0.0010183811998380607 0.001072007156035566 0.0010158192531952584 0.0012215477551124447 0.0013923237018947697 0.0011429310689467565 0.0012666884500627264 0.0010262614790367596 0.0015442254812401276
leaf_count=249 161 1021 138 428 184 313 537 179 700
internal_value=0 3.26788e-05 -3.24672e-05 -8.76206e-05 -2.70134e-05 9.38064e-05 -2.79766e-05 -0.000206412 -0.000249984
internal_weight=0 0.010876 0.0096818 0.00866599 0.00744444 0.0048282 0.00343588 0.00229295 0.00261623
internal_count=3910 3749 3500 3362 2934 1213 1029 716 1721
is_linear=0
shrinkage=0.00196078


Tree=5710
num_leaves=8
num_cat=0
split_feature=1 0 0 0 52 0 16
split_gain=1.74002e-05 3.16488e-05 2.07029e-05 6.06441e-05 7.95557e-05 3.97939e-05 2.15894e-05
threshold=0.076710000000000014 0.047345000000000005 -0.10575999999999998 -0.15007499999999999 -0.010284999999999997 -0.077944999999999987 0.15100500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7
right_child=2 -3 5 -5 -6 6 -8
leaf_value=-0.014564894907148199 -0.018515982681213777 0.0050335208557580041 -0.019570574802845127 0.02790227732797489 0.015092556266427682 0.015125462267668578 -0.0050699445271982016
leaf_weight=0.0018940766919715568 0.0012823656364804818 0.0014584406202182521 0.0010195826082628765 0.0010666507932001567 0.0015625135057395268 0.0010026793545154411 0.0011213068056302312
leaf_count=1913 111 95 499 221 240 530 301
internal_value=0 -0.00603903 0.00271113 0.00756738 -5.69222e-05 -0.0033315 0.00446379
internal_weight=0 0.00335252 0.0070551 0.00391153 0.00284488 0.00314357 0.00212399
internal_count=3910 2008 1902 572 351 1330 831
is_linear=0
shrinkage=0.1


Tree=5711
num_leaves=10
num_cat=0
split_feature=48 16 52 2 133 52 4 12 151
split_gain=6.36544e-05 7.07017e-05 4.58923e-05 5.29447e-05 8.52513e-05 9.24389e-05 8.93868e-05 8.97735e-05 6.779e-05
threshold=0.11930500000000001 -0.50388999999999984 0.11401500000000002 0.11260500000000001 0.087550000000000017 1.0000000180025095e-35 -0.034289999999999994 0.093125000000000013 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00048594298014280844 -0.00047570088097491126 -0.00048520285712207298 -0.00039048347853333748 0.00039428819181711153 -0.0005500040003824149 0.00051830785626930944 0.00025293934287742869 0.00055973175740614827 -0.0004113066697357926
leaf_weight=0.0011642046034765858 0.0010523490804476851 0.0014369300509161653 0.0011649976312069861 0.0012669801963779937 0.0010742667272482676 0.001277449065491351 0.0010600997580867476 0.0010990143933400118 0.0013340468627900726
leaf_count=249 161 588 562 368 638 593 228 150 373
internal_value=0 2.9328e-05 -2.53976e-05 2.4355e-05 -4.00107e-05 4.8248e-05 -7.35505e-05 9.57848e-05 -0.000117186
internal_weight=0 0.010878 0.00971378 0.00854879 0.00728181 0.00620754 0.00493009 0.00349316 0.00239415
internal_count=3910 3749 3500 2938 2570 1932 1339 751 601
is_linear=0
shrinkage=0.00196078


Tree=5712
num_leaves=8
num_cat=0
split_feature=12 3 4 0 3 151 2
split_gain=1.44048e-05 2.54115e-05 4.62162e-05 3.98578e-05 2.99046e-05 4.21265e-05 3.66486e-05
threshold=0.10700500000000002 0.13772500000000001 -0.34687499999999999 -0.060094999999999989 -0.08824499999999999 -0.0088999999999999982 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.020409098330476712 -0.011161449531562074 0.015694858341019712 -0.016230388883260262 0.017605140133073367 -0.012367195298637248 -0.0026255266289816129 0.018297771378223398
leaf_weight=0.0010425975398873624 0.0010590729822522573 0.0010636411123401213 0.0011098255940257271 0.0013504538626282585 0.0014319033179922458 0.0016293641945412914 0.0017217353615245124
leaf_count=248 355 224 619 260 427 1122 655
internal_value=0 0.00114387 -0.000724014 0.00210946 -0.00144168 0.00198983 0.00812449
internal_weight=0 0.00934952 0.00828588 0.00724328 0.00589283 0.004783 0.0033511
internal_count=3910 3555 3331 3083 2823 2204 1777
is_linear=0
shrinkage=0.1


Tree=5713
num_leaves=9
num_cat=0
split_feature=50 48 12 1 2 13 13 0
split_gain=1.4468e-05 2.98589e-05 4.63095e-05 0.000104502 4.57026e-05 6.66506e-05 4.93388e-05 4.00444e-05
threshold=0.088425000000000017 0.11379500000000002 -0.023959999999999995 0.11198000000000001 0.094010000000000024 -0.0038299999999999996 -0.00059999999999999995 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -7
right_child=-2 -3 3 -5 6 7 -8 -9
leaf_value=-0.016273479360343512 -0.011468095394057675 -0.015154409641143344 -0.010444407491652577 0.029445033934103533 0.0036834696583981255 0.0044506505428777909 -0.025501708895695807 0.031807056835233188
leaf_weight=0.0010769201250734033 0.001010172597949042 0.0010055128743631332 0.0013339629892941381 0.0015021419892863389 0.001148813540987272 0.0010776316998375585 0.001168337206604918 0.0010628162901575354
leaf_count=435 689 145 1187 270 392 119 337 336
internal_value=0 0.00112767 0.00308354 0.00594162 -0.000154398 0.00710013 -0.0110321 0.0180342
internal_weight=0 0.00937614 0.00837062 0.0072937 0.00579156 0.00347441 0.00231715 0.00214045
internal_count=3910 3221 3076 2641 2371 1642 729 455
is_linear=0
shrinkage=0.1


Tree=5714
num_leaves=9
num_cat=0
split_feature=12 3 4 0 12 2 3 4
split_gain=1.44788e-05 3.03746e-05 3.3049e-05 3.30895e-05 5.17463e-05 2.6104e-05 2.89818e-05 2.79088e-05
threshold=0.10595000000000002 0.13772500000000001 -0.34687499999999999 -0.06402999999999999 0.088590000000000016 0.089910000000000004 0.090325000000000003 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.017470232335573526 -0.010532716405979511 0.017658298124184204 0.0062868074007758944 0.014999899429817179 -0.02124726270392667 0.022808631164175731 0.00088862843554253696 -0.017054817110611405
leaf_weight=0.0010343372346455545 0.001175944041317851 0.0010049855466648548 0.0010157482569092113 0.0014744362889389587 0.0011036200315498691 0.0010111105868358967 0.0014950377272456572 0.0010333883201498898
leaf_count=246 391 221 718 297 1102 361 126 448
internal_value=0 0.00125327 -0.000765269 0.00165696 -0.00181957 0.00288723 0.0097323 -0.00548447
internal_weight=0 0.00917266 0.00816768 0.00713334 0.0056589 0.00455528 0.00250615 0.00204914
internal_count=3910 3519 3298 3052 2755 1653 487 1166
is_linear=0
shrinkage=0.1


Tree=5715
num_leaves=9
num_cat=0
split_feature=47 52 4 4 3 3 13 0
split_gain=1.57876e-05 3.93712e-05 5.23907e-05 5.76522e-05 4.74688e-05 6.06092e-05 3.35966e-05 1.96684e-05
threshold=0.11669500000000001 0.11401500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.078884999999999997 -0.115685 -1.0000000180025095e-35 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -5
right_child=-2 -3 -4 7 6 -7 -8 -9
leaf_value=0.013093898130797694 -0.011510451696336223 -0.016757334793746633 0.021150839470544146 -0.0043866659325558768 0.027606544257469601 -0.021006508936915233 0.0040551701624610944 -0.023131450160847115
leaf_weight=0.0010064962972127969 0.0010813347566906153 0.0010721735236513047 0.0014109669390098972 0.0012028750177692669 0.0012299599235462914 0.0010810367464735987 0.0011934180369722067 0.0010470012840630236
leaf_count=250 179 606 397 134 391 1311 218 424
internal_value=0 0.00125982 0.00362376 -3.41174e-05 0.00648752 -0.00456512 0.0160084 -0.0131097
internal_weight=0 0.00924393 0.00817175 0.00676079 0.00451091 0.00208753 0.00242338 0.00224988
internal_count=3910 3731 3125 2728 2170 1561 609 558
is_linear=0
shrinkage=0.1


Tree=5716
num_leaves=11
num_cat=0
split_feature=48 16 15 2 150 4 12 4 13 4
split_gain=4.31838e-05 6.90285e-05 5.4888e-05 5.99922e-05 8.21462e-05 8.23212e-05 8.10107e-05 5.51768e-05 5.63815e-05 4.94981e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.11290500000000002 0.085285000000000014 -0.08422499999999998 0.082275000000000015 -1.0000000180025095e-35 -0.0041499999999999983 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -7 -9
right_child=-2 2 3 -5 -6 7 -8 9 -10 -11
leaf_value=0.00048172592882760149 -0.00039385140460518602 -0.00043331041271175102 0.00015514393720808024 0.00045624907059337179 -0.00054709004259568942 0.00012117130717832033 -0.00059619532489837957 -0.00032138204258877392 0.00077256794515235703 0.00029322386399700231
leaf_weight=0.0011556620784386297 0.0010160663442130855 0.001120812235104956 0.0010124890379475864 0.0010967906223917209 0.0010358925531608427 0.0010372470620716621 0.0012124125356593989 0.0010113854232793526 0.0010066656568494187 0.001003828382033097
leaf_count=249 161 418 180 301 244 1121 510 343 272 111
internal_value=0 2.91485e-05 -2.56903e-05 2.85905e-05 -3.54884e-05 4.88468e-05 -0.000254282 0.000214999 0.000441996 -1.52315e-05
internal_weight=0 0.0106932 0.00953752 0.00841671 0.00731992 0.00628403 0.0022249 0.00405913 0.00204391 0.00201521
internal_count=3910 3749 3500 3082 2781 2537 690 1847 1393 454
is_linear=0
shrinkage=0.00196078


Tree=5717
num_leaves=9
num_cat=0
split_feature=48 48 51 42 2 16 13 2
split_gain=3.67224e-05 7.80595e-05 7.74044e-05 7.05841e-05 6.72393e-05 7.65714e-05 9.18599e-05 0.000106636
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.083514999999999992 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00067516116002691497 -0.00036188822097110208 0.00050009193655909073 -0.00051971887959635589 -0.00030508894800542337 0.00055830631743521771 -0.00039425413682719337 0.00032123391185531779 -0.00041112789842941339
leaf_weight=0.0010206052109125881 0.0010085889419304264 0.0012024479408104952 0.0010981340002470764 0.0018386254757251268 0.0011583436576052897 0.0012202397669008949 0.0017260093831428678 0.0013719895329790135
leaf_count=392 161 279 398 1156 247 231 499 547
internal_value=0 2.95925e-05 -3.03772e-05 3.40872e-05 0.00013007 3.71575e-05 0.000164974 -3.10214e-06
internal_weight=0 0.0106364 0.00943395 0.00833581 0.00649719 0.00533884 0.0041186 0.003098
internal_count=3910 3749 3470 3072 1916 1669 1438 1046
is_linear=0
shrinkage=0.00196078


Tree=5718
num_leaves=8
num_cat=0
split_feature=16 15 133 1 48 15 0
split_gain=1.50614e-05 4.83406e-05 4.0149e-05 4.98226e-05 4.43611e-05 4.70174e-05 7.59765e-05
threshold=0.10994000000000002 -0.0039399999999999991 0.065880000000000008 1.0000000180025095e-35 0.086065000000000016 -0.10981499999999998 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.020450678887724474 0.0095226745604219433 -0.016890329186388973 0.019109835290729352 -0.0068519823693919306 -0.0094370088354907358 0.035251667131265894 -0.0015338860634770647
leaf_weight=0.0010796391219816447 0.0011624182170598451 0.0017155153814484708 0.0011928561719986505 0.0011156938747486586 0.0018171469499144687 0.0012140753523723017 0.0010445241519319282
leaf_count=917 403 282 1112 238 269 204 485
internal_value=0 -0.00622193 0.00229353 -0.000905187 0.0031596 0.0099432 0.0182396
internal_weight=0 0.00287793 0.00746394 0.00627108 0.00519144 0.00337429 0.0022586
internal_count=3910 685 3225 2113 1196 927 689
is_linear=0
shrinkage=0.1


Tree=5719
num_leaves=10
num_cat=0
split_feature=48 16 15 2 150 4 43 43 0
split_gain=4.31302e-05 6.85949e-05 6.09896e-05 7.23791e-05 9.899e-05 8.01126e-05 6.57497e-05 7.37257e-05 6.35477e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.11290500000000002 0.085285000000000014 -0.034289999999999994 -0.083684999999999996 0.0016850000000000001 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -7
right_child=-2 2 3 -5 -6 8 7 -9 -10
leaf_value=0.00047894182911142853 -0.00039574430487922984 -0.00045610903558671398 0.00019885267288224676 0.00050303679355136915 -0.00060395916875288086 0.00065595047818829395 -0.00074327839483938904 -7.7376999211137503e-06 6.3200185917160917e-05
leaf_weight=0.0011498063523848545 0.0010186939620460628 0.0011282064470014381 0.0012554169711017503 0.001081059153935751 0.0010301450746243767 0.0011159376361309112 0.0010283594875422917 0.0010680740696009799 0.0018451027022156152
leaf_count=249 161 418 337 301 244 149 916 350 785
internal_value=0 2.64793e-05 -2.79834e-05 2.93538e-05 -4.0383e-05 5.15821e-05 -0.000156027 -0.000368541 0.000286592
internal_weight=0 0.0107021 0.0095523 0.0084241 0.00734304 0.00631289 0.00335185 0.00209643 0.00296104
internal_count=3910 3749 3500 3082 2781 2537 1603 1266 934
is_linear=0
shrinkage=0.00196078


Tree=5720
num_leaves=8
num_cat=0
split_feature=0 12 51 47 51 1 0
split_gain=1.35806e-05 4.20439e-05 4.10089e-05 3.13316e-05 3.19876e-05 4.84794e-05 2.91974e-05
threshold=-0.017269999999999997 0.091475000000000015 -0.07742499999999998 0.087850000000000025 0.08955500000000001 0.088010000000000019 -0.088709999999999983
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.016495746952035366 0.020955183555714588 -0.0064861833425263792 -0.01199026808790239 -0.01058340561544178 -0.010219857111089622 0.021689750624586959 0.011631484399942143
leaf_weight=0.0015690101049675885 0.0010843617135962657 0.0011509465666303654 0.0010951155847736228 0.0016134952242157635 0.0010272549521645456 0.0017936084715093766 0.0010020655189079606
leaf_count=540 280 166 437 360 338 739 1050
internal_value=0 0.00682579 -0.00197875 0.00150853 0.00547561 0.00961956 -0.00070343
internal_weight=0 0.00223531 0.00810055 0.00653154 0.00491804 0.00389079 0.00209718
internal_count=3910 446 3464 2924 2564 2226 1487
is_linear=0
shrinkage=0.1


Tree=5721
num_leaves=8
num_cat=0
split_feature=133 43 42 2 16 4 0
split_gain=1.36707e-05 3.34567e-05 4.04489e-05 4.32761e-05 5.13486e-05 2.97675e-05 2.85702e-05
threshold=0.094185000000000005 0.0033500000000000005 0.088115000000000013 0.10796500000000002 -0.083564999999999987 0.15045000000000003 -0.060094999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6
right_child=-2 -3 -4 5 6 -7 -8
leaf_value=0.018417058657266908 -0.010900833654829585 -0.014242249990920686 0.017834993335086268 -0.00010450379490872361 -0.012846801316182321 -0.023753857015655768 0.0087960576771163191
leaf_weight=0.0018373428139504999 0.0010464482460074863 0.0012244422066235812 0.0015816166339618232 0.0010875816753670769 0.0014298783700204907 0.0010423203913310964 0.0010636535518989275
leaf_count=572 669 557 622 246 856 164 224
internal_value=0 0.00115698 0.00350149 -7.38935e-06 0.00573211 -0.0116779 -0.00361471
internal_weight=0 0.00926684 0.00804239 0.00646078 0.00433087 0.0021299 0.00249353
internal_count=3910 3241 2684 2062 1652 410 1080
is_linear=0
shrinkage=0.1


Tree=5722
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 1 3
split_gain=4.44764e-05 6.43266e-05 4.77125e-05 6.64173e-05 5.88842e-05 7.35741e-05 5.43523e-05 6.14501e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 0.096035000000000023 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00046593618268829252 -0.00040139548219602787 0.00045253998844742283 -0.00041759002314128405 0.00040237484081535207 -0.0002630085111421333 0.00039596597810763912 -0.00048850961797073365 0.00027523824637144681
leaf_weight=0.0011500058046827908 0.0010453221653014032 0.0011880588009492267 0.0010889591065106488 0.0014376837217231027 0.00156578679431912 0.0014874680954511136 0.0010888599769238701 0.0017018426084535973
leaf_count=175 161 279 398 425 1695 213 306 258
internal_value=0 2.23398e-05 -3.13441e-05 1.85401e-05 -6.03612e-05 1.945e-05 -0.000109107 1.73205e-05
internal_weight=0 0.0107087 0.00952061 0.00843165 0.00699396 0.00584396 0.00435649 0.00326763
internal_count=3910 3749 3470 3072 2647 2472 2259 1953
is_linear=0
shrinkage=0.00196078


Tree=5723
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 52 42 12 1
split_gain=4.26745e-05 8.30193e-05 5.71017e-05 7.12835e-05 7.51012e-05 6.23089e-05 5.82663e-05 9.66823e-05 4.92885e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.11043500000000002 0.098910000000000012 -1.0000000180025095e-35 0.092150000000000024 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00053095011841340135 -0.00038459920372422478 -0.00044437825666249989 0.00051123882582220805 -0.00039527865028587023 0.00041365717506340393 -0.00056539001920282545 0.00017673163050062359 0.00059274666302634434 -0.00034585017271072656
leaf_weight=0.0011463641824360918 0.0010347673117460229 0.001115662889527756 0.0010288157336119071 0.001308999734753573 0.0011794325876785744 0.0010344523179570313 0.0012805741541604184 0.0010444964534678659 0.0015146239475339906
leaf_count=249 161 418 177 672 342 488 626 322 455
internal_value=0 3.2483e-05 -2.76223e-05 2.77867e-05 -3.97688e-05 -0.00012626 -3.80316e-05 8.37584e-05 -0.000106438
internal_weight=0 0.0106534 0.00950706 0.00839139 0.00736258 0.00618315 0.00514869 0.00383969 0.0027952
internal_count=3910 3749 3500 3082 2905 2563 2075 1403 1081
is_linear=0
shrinkage=0.00196078


Tree=5724
num_leaves=8
num_cat=0
split_feature=484 3 1 3 3 15 15
split_gain=0.00013493 3.75637e-05 4.99987e-05 0.000102441 6.62737e-05 0.000126353 3.96736e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 0.084925000000000014 0.085120000000000015 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=-0.0006998051631784643 0.00029658671556676968 -0.00063722832311830869 0.00049704696049369999 0.00012558809949531709 0.00014485140287370213 0.00022659242217108353 -0.00037816275967166431
leaf_weight=0.0010187203712584024 0.0019046546316108968 0.0018493099074074126 0.0018313128903846192 0.0012412668770032259 0.0018305840290662448 0.0010047220881184349 0.0011654308712516499
leaf_count=627 362 1103 513 180 130 853 142
internal_value=0 4.66139e-05 -6.74614e-06 0.000147573 -0.000146353 -0.000333132 -0.000118351
internal_weight=0 0.0108273 0.00892263 0.00423801 0.00468462 0.00285403 0.0024067
internal_count=3910 3283 2921 835 2086 1956 322
is_linear=0
shrinkage=0.00196078


Tree=5725
num_leaves=8
num_cat=0
split_feature=16 13 133 1 48 15 0
split_gain=1.31489e-05 4.32756e-05 3.25324e-05 4.25272e-05 3.71793e-05 3.57468e-05 6.77375e-05
threshold=0.10994000000000002 0.043015000000000005 0.065880000000000008 1.0000000180025095e-35 0.086065000000000016 -0.10981499999999998 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.018849869228042743 -0.014770433836858905 0.010925660485409792 0.017233742214680593 -0.0054355933516522272 -0.0084917872952559037 0.032621041005023797 -0.0020879736134043298
leaf_weight=0.0010764367065936621 0.0018820998136848208 0.001005575236466813 0.0011966779941662755 0.0011158492418937927 0.001830178810321252 0.0012061371871457071 0.0010532824393747503
leaf_count=917 503 182 1112 238 269 204 485
internal_value=0 -0.00582228 0.00212233 -0.000756343 0.00298523 0.00920843 0.0164406
internal_weight=0 0.00288768 0.00747856 0.00628188 0.00520545 0.00337527 0.00225942
internal_count=3910 685 3225 2113 1196 927 689
is_linear=0
shrinkage=0.1


Tree=5726
num_leaves=9
num_cat=0
split_feature=484 42 43 3 133 15 151 1
split_gain=0.000144694 3.5162e-05 4.29808e-05 0.000124367 5.79341e-05 6.40758e-05 5.85034e-05 9.73504e-05
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.074254999999999988 -0.078669999999999976 -0.0056849999999999991 1.0000000180025095e-35 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8
right_child=1 2 4 -5 5 -7 7 -9
leaf_value=-0.0007177332276880221 -0.00028809291867858827 -2.5498831203790844e-05 -0.00041408862303288143 0.00077793757915817262 -0.00018910888265688232 -0.00034777695786605785 -3.5411871539992001e-05 0.00062036347751303136
leaf_weight=0.0010075301658980266 0.0010197930996276366 0.0019187762905897884 0.0010607929071765219 0.0012064968402307774 0.0012062692202620597 0.001073400484382721 0.0016440750837536469 0.0018493323223602045
leaf_count=627 267 664 796 385 152 442 238 339
internal_value=0 5.86772e-05 9.41857e-05 0.000284664 7.07593e-06 8.44642e-05 0.000183188 0.000311741
internal_weight=0 0.0109789 0.00995914 0.00312527 0.00683387 0.00577308 0.00469968 0.00349341
internal_count=3910 3283 3016 1049 1967 1171 729 577
is_linear=0
shrinkage=0.00196078


Tree=5727
num_leaves=8
num_cat=0
split_feature=484 3 49 0 12 13 16
split_gain=0.00012619 5.76957e-05 6.2241e-05 6.14493e-05 6.10758e-05 7.08337e-05 0.00010651
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.091004999999999989 -0.053834999999999994 0.090385000000000007 -0.0024749999999999993 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00067136027569104808 0.00035540122091779299 -0.00047263187753058747 -0.0002838829863333299 -0.00026101457152321884 0.00050264256578313126 -0.00025395965904038823 0.00048829978031661512
leaf_weight=0.0010176762924217564 0.0019594790408495764 0.0010169258638071674 0.0017383454729414842 0.0019652784239476652 0.0013681959099292474 0.0011923019914394152 0.0019734769993450265
leaf_count=627 362 171 1207 356 833 118 236
internal_value=0 4.97487e-05 -1.49677e-05 4.15306e-05 0.000136326 3.41274e-05 0.000208749
internal_weight=0 0.011214 0.00925452 0.0082376 0.00627232 0.00490412 0.00316578
internal_count=3910 3283 2921 2750 2394 1561 354
is_linear=0
shrinkage=0.00196078


Tree=5728
num_leaves=10
num_cat=0
split_feature=484 42 151 150 4 15 43 13 3
split_gain=0.000115445 3.72208e-05 5.16163e-05 0.000105998 7.34414e-05 9.91917e-05 8.78526e-05 6.10135e-05 2.09578e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.0088999999999999982 0.083205000000000015 0.27020000000000005 -0.075094999999999981 -0.074254999999999988 -0.09547499999999999 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8 -9
right_child=1 2 4 -5 -6 6 7 8 -10
leaf_value=-0.00064078246696878103 -0.00030599308533609633 -0.00063600131215939607 -0.00039678101723102929 0.00023214931775200875 0.00063892020204776639 0.00053565709721387241 0.00031830710364270264 -0.00040596149208372531 -5.1996645042205745e-06
leaf_weight=0.0010021504753997866 0.0010022062921943966 0.0010235778365574873 0.0013068668745428013 0.0011462019233994011 0.0010807816231191494 0.0019703707141387737 0.00149197025442062 0.0010017610857592507 0.0010049914498997965
leaf_count=627 254 195 470 305 333 469 138 1001 118
internal_value=0 5.43004e-05 9.03137e-05 -0.000177394 0.000164246 8.85344e-05 0.000204503 1.80073e-05 -0.000205258
internal_weight=0 0.0110287 0.0100265 0.00216978 0.00785674 0.00677596 0.00546909 0.00349872 0.00200675
internal_count=3910 3283 3029 500 2529 2196 1726 1257 1119
is_linear=0
shrinkage=0.00196078


Tree=5729
num_leaves=9
num_cat=0
split_feature=48 48 51 2 159 52 13 12
split_gain=4.86141e-05 7.37439e-05 5.53822e-05 6.90115e-05 4.34867e-05 4.33878e-05 8.57514e-05 7.65066e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.082325000000000023 0.086950000000000013 0.0024700000000000004 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=8.2980692469210931e-06 -0.00041847285131353781 0.0004818683508161392 -0.00044827442122449373 0.00041196270317755138 -0.00041106163669135827 -0.00029211622722734526 -0.00035012423428977063 0.00061199957689581596
leaf_weight=0.0019021488051789894 0.0010476534804890391 0.0012013957970951226 0.0010960062518826511 0.0014353958752844056 0.0011361923956034244 0.0014107246476785249 0.0011862852740190163 0.0014018953280314453
leaf_count=690 161 279 398 425 415 726 256 560
internal_value=0 2.39728e-05 -3.35185e-05 2.01336e-05 -5.97882e-05 7.84618e-06 0.000102085 0.000264447
internal_weight=0 0.01077 0.00956865 0.00847264 0.00703725 0.00590105 0.00449033 0.00330404
internal_count=3910 3749 3470 3072 2647 2232 1506 1250
is_linear=0
shrinkage=0.00196078


Tree=5730
num_leaves=8
num_cat=0
split_feature=42 40 1 15 12 1 1
split_gain=1.54454e-05 4.29272e-05 4.26779e-05 5.09852e-05 9.94198e-05 8.08466e-05 4.91181e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11052000000000002 -1.0000000180025095e-35 0.086865000000000012 0.094695000000000015 0.12263000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=-0.011017758727013334 0.019426400314139083 -0.00079896641339846696 -0.027251294716358333 -0.024644140707682158 0.011521728085067531 0.03342212301891398 0.0025394007590489867
leaf_weight=0.0011538176527546252 0.0011399217477906292 0.0017591451845893277 0.0011668572703010115 0.0014669507083124877 0.0015774948358390701 0.0011362768460805226 0.0010528126126427375
leaf_count=440 363 1037 212 514 939 173 232
internal_value=0 0.00124897 -0.0012905 0.00313054 -0.00590461 0.0126307 -0.0131213
internal_weight=0 0.00929946 0.00815954 0.00593987 0.00304445 0.00289542 0.00221967
internal_count=3910 3470 3107 2663 1453 1210 444
is_linear=0
shrinkage=0.1


Tree=5731
num_leaves=10
num_cat=0
split_feature=484 133 484 42 1 13 151 16 4
split_gain=0.000124618 5.23662e-05 7.60234e-05 0.000120327 9.08297e-05 0.000121072 0.000114311 5.68968e-05 4.63624e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087270000000000014 -0.090359999999999982 0.09112000000000002 -1.0000000180025095e-35 -0.0060399999999999994 -0.014099999999999998 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -6 -5 -8
right_child=1 -3 -4 4 6 -7 8 -9 -10
leaf_value=-0.00066181695862670218 -0.00047300551930654501 -0.00035439857942165689 -0.00041597807090921015 -0.00020879865556964428 -0.00048990889120666137 0.00080422784893536875 4.3940233345665249e-05 0.00043881943618766218 0.00055202076482357791
leaf_weight=0.0010232677800915023 0.00104467414818537 0.0010949519569815038 0.0010010504855985309 0.0010290346545630911 0.0011662146748535962 0.001893353919023965 0.001830355876240081 0.0010576233478148409 0.0011087767165158333
leaf_count=627 319 516 342 657 242 244 423 295 245
internal_value=0 5.29561e-05 9.69823e-05 0.000153225 0.000234138 0.000445208 2.95115e-05 0.000119447 0.000235612
internal_weight=0 0.011226 0.0101311 0.00913003 0.00808536 0.00398001 0.00410535 0.00208666 0.00293913
internal_count=3910 3283 2767 2425 2106 1196 910 952 668
is_linear=0
shrinkage=0.00196078


Tree=5732
num_leaves=9
num_cat=0
split_feature=133 50 3 49 3 2 160 2
split_gain=1.43278e-05 2.83953e-05 4.0723e-05 4.36489e-05 5.61451e-05 4.73915e-05 4.31365e-05 2.12921e-05
threshold=0.098810000000000023 0.084340000000000012 -0.12008499999999998 -0.006494999999999999 -0.075954999999999981 0.10869000000000002 0.069910000000000014 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 7 -4 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.017812012459576233 -0.011440435668065215 -0.014727403737582374 -0.02345982708817303 -0.014489551528246767 0.010997260604446968 -0.006441743123955442 0.0033900907403352585 0.029856350108577762
leaf_weight=0.0015228675507512274 0.0010064496423540558 0.0010107772057406901 0.001301551879586815 0.0010655501976798475 0.0013502203707570419 0.001007678616765774 0.0011075009594019515 0.001075508373606141
leaf_count=337 618 572 372 1068 233 274 174 262
internal_value=0 0.00111087 0.00300972 -0.000253434 0.00556327 0.0117866 -0.0111163 0.0193589
internal_weight=0 0.00944166 0.00843088 0.00690801 0.00449896 0.00343341 0.00240905 0.00242573
internal_count=3910 3292 2720 2383 1837 769 546 495
is_linear=0
shrinkage=0.1


Tree=5733
num_leaves=11
num_cat=0
split_feature=124 13 403 160 16 15 2 2 2 52
split_gain=5.96033e-05 5.58729e-05 9.34764e-05 7.30352e-05 4.72504e-05 4.87991e-05 7.12986e-05 6.35181e-05 6.0671e-05 4.06577e-05
threshold=-0.048219999999999992 0.17936000000000002 0.023840000000000004 -0.082384999999999986 0.061570000000000007 -0.095799999999999982 0.086915000000000006 0.096325000000000008 0.099675000000000014 -0.091329999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 -5 -6
right_child=1 -3 -4 4 9 6 7 -9 -10 -11
leaf_value=0.00044080526054531417 -0.0005588675423483109 -0.00046145580828805215 0.00056085475602230808 -0.00046063730592494972 -4.7285219427217177e-06 -0.00015518866620101848 0.00081430878699098922 0.00013577807254658506 0.00018981459062784257 -0.00052028746692948371
leaf_weight=0.0010168296709112358 0.0010429897337463833 0.0011647773691711638 0.0010002251764486018 0.0010870041012811353 0.0013040173317283143 0.0011109402818534368 0.0010091852010202171 0.0011180592692033062 0.0011187654499377037 0.0010711765915479305
leaf_count=319 639 196 410 206 452 729 365 291 179 124
internal_value=0 -5.53232e-05 -7.35762e-06 -7.14889e-05 -6.47788e-06 9.42025e-05 0.00024742 0.00045768 -0.000130728 -0.000237238
internal_weight=0 0.0110271 0.00986236 0.00886214 0.00781915 0.00544395 0.00323818 0.00212724 0.00220577 0.00237519
internal_count=3910 3591 3395 2985 2346 1770 1385 656 385 576
is_linear=0
shrinkage=0.00196078


Tree=5734
num_leaves=8
num_cat=0
split_feature=2 52 52 3 4 4 3
split_gain=1.58603e-05 7.15263e-05 5.18516e-05 4.88481e-05 8.10093e-05 6.51797e-05 2.99312e-05
threshold=0.10946500000000002 0.086950000000000013 1.0000000180025095e-35 -0.089974999999999986 -0.077679999999999985 0.0057500000000000008 0.11818000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -5 -6 -2
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.014128223319831469 0.0087786278231963746 -0.021476422241359101 0.023961880597622852 0.031636331138514731 -0.015598816915161039 0.012354105561345769 -0.015571549076303322
leaf_weight=0.0013507778231017864 0.0010066502523620418 0.0015796054995246833 0.0010503837401089318 0.0010650606515220287 0.0014936396355953729 0.001889353279090315 0.0010125728495279291
leaf_count=518 365 911 250 468 819 427 152
internal_value=0 -0.00261187 0.00594175 0.00252685 0.00758464 1.24915e-05 -0.00343217
internal_weight=0 0.00737844 0.00306961 0.00579883 0.00444805 0.00338299 0.00201922
internal_count=3910 3143 767 2232 1714 1246 517
is_linear=0
shrinkage=0.1


Tree=5735
num_leaves=9
num_cat=0
split_feature=150 151 4 0 4 4 4 16
split_gain=1.50399e-05 4.5594e-05 3.62933e-05 5.19658e-05 5.18498e-05 3.64642e-05 2.92234e-05 1.60219e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.27608500000000008 -0.11756999999999999 0.070230000000000015 -0.076854999999999993 -0.23071499999999998 -0.076129999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -2
right_child=7 2 -4 4 -6 -7 -8 -9
leaf_value=-0.02119090380859813 0.016632556445908078 -0.021861905854883831 0.018460739567893875 -0.0051195883515924396 0.021858495582803037 -0.017566465312576201 0.015072493971263853 -0.0012353431506277937
leaf_weight=0.0010737274334773833 0.0010025791384790977 0.0010847857759374892 0.001011443044802089 0.0017620091292432107 0.0010667738825919995 0.0011990995699405053 0.0012082370502746506 0.0010047930630651448
leaf_count=360 225 258 312 269 171 1107 920 288
internal_value=0 -0.00194529 0.000872983 -0.00194133 0.00218569 -0.00284782 0.00309415 0.00768875
internal_weight=0 0.00840608 0.00733235 0.00632091 0.00523612 0.00416935 0.00297025 0.00200737
internal_count=3910 3397 3037 2725 2467 2296 1189 513
is_linear=0
shrinkage=0.1


Tree=5736
num_leaves=9
num_cat=0
split_feature=11 48 0 2 52 13 42 12
split_gain=4.69653e-05 5.22742e-05 8.88396e-05 7.76997e-05 5.39635e-05 7.8695e-05 6.51397e-05 3.06174e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.083924999999999986 -0.082904999999999993 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.00037803015331960881 -0.00041307721989114081 -9.8673816118233237e-05 0.00053431323711147056 0.00033651010002686699 -0.00049327077623080682 0.00017187552781831961 -0.00018982400567096113 -0.00064866916348894855
leaf_weight=0.0011854871073953975 0.001000943650085369 0.0016328837188101797 0.0017836295221856152 0.0015125645802884224 0.0014295246290672954 0.0011449602498218837 0.0012051537154633507 0.0010429779932806958
leaf_count=508 254 115 604 421 803 325 242 638
internal_value=0 3.06633e-05 0.000231784 -6.07025e-05 -0.000160702 -5.68679e-05 -0.000208814 -0.000402696
internal_weight=0 0.0109372 0.00341651 0.00752067 0.0060081 0.00457858 0.00339309 0.00224813
internal_count=3910 3656 719 2937 2516 1713 1205 880
is_linear=0
shrinkage=0.00196078


Tree=5737
num_leaves=9
num_cat=0
split_feature=133 50 3 3 49 49 0 15
split_gain=3.34263e-05 3.68422e-05 3.85827e-05 5.19899e-05 6.4742e-05 7.3703e-05 5.91859e-05 4.15878e-05
threshold=0.10064500000000001 0.086465000000000014 -0.12008499999999998 -0.075954999999999981 -0.006494999999999999 1.0000000180025095e-35 -0.053834999999999994 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00033193546037409708 -0.00033750424430265458 -0.0003042938150064926 -0.00027975011437992231 8.7115779812024059e-05 0.00062786041329698143 -0.00017594554742120656 3.4702071159280976e-05 -0.00046509408145358828
leaf_weight=0.0017504834815226912 0.0010489565143594224 0.0011390593109949056 0.001827220627522743 0.0010814805006328539 0.0018077617890896311 0.0011365664163549786 0.0010070271926575034 0.0010178294402808557
leaf_count=341 598 562 1283 182 375 258 149 162
internal_value=0 2.91709e-05 6.86206e-05 1.01114e-05 9.76458e-05 0.000245484 0.00041565 -0.000180618
internal_weight=0 0.0107674 0.00962837 0.00787789 0.00605067 0.00395136 0.00281479 0.00209931
internal_count=3910 3312 2750 2409 1126 782 524 344
is_linear=0
shrinkage=0.00196078


Tree=5738
num_leaves=8
num_cat=0
split_feature=15 52 49 160 15 13 3
split_gain=2.87393e-05 2.7905e-05 5.70453e-05 8.13857e-05 7.31304e-05 9.87176e-05 6.26857e-05
threshold=-0.24219999999999997 0.11110500000000002 -0.081629999999999994 -0.026849999999999995 -0.076594999999999983 0.0024700000000000004 -0.011169999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.00030556942613390269 0.00025714494356280753 0.00021301203542432791 0.00031392360118076735 -0.00055628597002799608 0.00034294827024986007 -0.00056822431259998592 -0.00023088964603168799
leaf_weight=0.0010214377200820331 0.0015872344670454222 0.0014522845156253019 0.0012024123034507575 0.0019619489900940786 0.0016898877931328092 0.0012173535538468894 0.0012910592326783681
leaf_count=317 257 588 520 564 1098 392 174
internal_value=0 -3.90989e-05 -8.00085e-05 -0.000152692 -0.00024377 -9.77248e-05 9.44169e-05
internal_weight=0 0.0104022 0.0089499 0.00736266 0.00616025 0.0041983 0.00298095
internal_count=3910 3593 3005 2748 2228 1664 1272
is_linear=0
shrinkage=0.00196078


Tree=5739
num_leaves=10
num_cat=0
split_feature=158 50 156 42 15 1 13 150 52
split_gain=3.17705e-05 6.09316e-05 4.77241e-05 6.14637e-05 7.80222e-05 7.37928e-05 7.10444e-05 6.52699e-05 4.37046e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084090000000000012 -0.090359999999999982 -0.07142999999999998 0.10353000000000001 0.0015650000000000002 0.083205000000000015 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 8 -5 -6
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00030030169262024631 -0.00033290045397502984 -0.0004233533920043236 -0.00029747504453656888 -0.00027209514310478256 0.00026097151562520354 0.00078832837800819726 0.00064045900148047309 0.0003246760980993755 -0.00028594790351050756
leaf_weight=0.0011131455322686678 0.0010077430277020622 0.0010252893649617947 0.0011407678643356291 0.0018911697650692532 0.0012609189459446266 0.0011430262916161116 0.0010184614381327419 0.0011230585103453553 0.001013078312969947
leaf_count=291 488 655 482 527 367 188 192 177 543
internal_value=0 3.12335e-05 7.92654e-05 0.000129456 0.000193671 0.00035909 0.000210074 -4.97467e-05 1.73159e-05
internal_weight=0 0.0107289 0.00970363 0.00856286 0.00744971 0.00443548 0.00329246 0.00301423 0.002274
internal_count=3910 3422 2767 2285 1994 1290 1102 704 910
is_linear=0
shrinkage=0.00196078


Tree=5740
num_leaves=9
num_cat=0
split_feature=484 42 160 15 15 15 15 13
split_gain=0.000136696 3.77065e-05 6.33367e-05 6.30274e-05 0.000130267 6.74207e-05 7.24437e-05 4.64533e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.079684999999999992 -0.14487999999999998 -0.095799999999999982 -0.021529999999999997 0.090325000000000003 -0.10547499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.00069293799730176875 -0.00018878530601300697 -0.0002605252497247977 0.00062584617709856747 -0.00049050427776661288 0.00053526296720463171 0.00021192688952193054 0.0004825071081728187 -0.00033754355636081825
leaf_weight=0.0010220210717971764 0.0019860573679798257 0.0014926340554484545 0.0010556800148764931 0.0011484973074895669 0.0018924906414953214 0.0010006573681880071 0.0011570988656424011 0.0014468725655999873
leaf_count=627 987 572 281 122 446 72 340 463
internal_value=0 5.62179e-05 0.000109143 0.000180791 0.000110092 0.000235573 7.82306e-05 -0.000112896
internal_weight=0 0.01118 0.00919393 0.0077013 0.00664562 0.00549712 0.00360463 0.00244753
internal_count=3910 3283 2296 1724 1443 1321 875 535
is_linear=0
shrinkage=0.00196078


Tree=5741
num_leaves=10
num_cat=0
split_feature=484 42 133 13 15 151 42 3 2
split_gain=0.000167332 3.96372e-05 4.93591e-05 8.8378e-05 0.000106529 9.95038e-05 0.000130231 9.50223e-05 0.000174018
threshold=-1.0000000180025095e-35 -0.097204999999999986 0.099765000000000006 0.00079000000000000012 1.0000000180025095e-35 -0.044604999999999992 0.083815000000000014 0.12046500000000002 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00075523367813544961 -0.00030736896428522239 -0.00030594039908860818 -0.00031181862352166198 0.00054335873414350518 -0.00037379303055151263 0.00012950684701916045 -0.00022168138972557676 2.9612593483092132e-05 0.0012058114104686864
leaf_weight=0.00105001039590068 0.0010162187422780812 0.0012902894416334113 0.0010193916163656657 0.0017272513720055513 0.0017436903678264056 0.0010338126337614971 0.0012937536409512555 0.0010883194588410666 0.0013085896271210792
leaf_count=627 254 348 484 435 767 197 468 149 181
internal_value=0 6.24053e-05 9.81757e-05 0.000142236 5.2935e-05 0.000176644 0.000308442 0.000508355 0.000730787
internal_weight=0 0.0115213 0.0105051 0.00948571 0.00775846 0.00601476 0.00472448 0.00343072 0.0023424
internal_count=3910 3283 3029 2545 2110 1343 995 527 378
is_linear=0
shrinkage=0.00196078


Tree=5742
num_leaves=8
num_cat=0
split_feature=42 40 47 4 52 48 13
split_gain=1.57609e-05 4.0027e-05 3.83944e-05 5.85635e-05 5.08185e-05 7.65575e-05 5.36494e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.086425000000000016 -0.23071499999999998 -0.0041199999999999995 0.083775000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.011022234008775542 0.01879608298051353 -0.019257155587209192 -0.013967811310720925 -0.021581003391380839 0.0008012744903735993 0.013221199205002762 0.028441186199791631
leaf_weight=0.0011730351258783982 0.0011443948089010511 0.0010383023270362762 0.0018230913049985227 0.0012239620181445096 0.0012864332874548642 0.0013071026776552146 0.0015464281545766257
leaf_count=440 363 221 410 647 1276 200 353
internal_value=0 0.00127335 -0.0011646 0.00248123 0.00668916 -0.00360831 0.0158896
internal_weight=0 0.00936971 0.00822532 0.00640223 0.00536393 0.00253106 0.00283286
internal_count=3910 3470 3107 2697 2476 847 1629
is_linear=0
shrinkage=0.1


Tree=5743
num_leaves=8
num_cat=0
split_feature=52 12 151 2 12 150 4
split_gain=1.72151e-05 4.47304e-05 4.26707e-05 4.37981e-05 4.29147e-05 3.96168e-05 8.01394e-05
threshold=-0.048794999999999991 0.10214500000000001 -0.0008699999999999999 0.085155000000000022 0.086865000000000012 0.086420000000000011 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0055771195774042565 -0.016014937190583996 -0.021912040500918519 -0.0083767665442922926 0.0031436329411688073 0.028348038498204903 -0.010975049995543718 0.029446539479151154
leaf_weight=0.0012989680981577289 0.0012413343285311027 0.0010616515438008761 0.0016060471869432935 0.0018889746312006001 0.0010516345458966641 0.0010480433040326192 0.0013143859534558409
leaf_count=720 346 354 909 465 646 157 313
internal_value=0 -0.00304342 0.000417528 0.00490394 0.0121574 0.00545073 0.012038
internal_weight=0 0.00684964 0.00578799 0.00454666 0.00294061 0.0036614 0.00261335
internal_count=3910 2720 2366 2020 1111 1190 1033
is_linear=0
shrinkage=0.1


Tree=5744
num_leaves=9
num_cat=0
split_feature=0 43 4 4 1 16 15 12
split_gain=1.55213e-05 3.2781e-05 4.59504e-05 0.00010204 5.49628e-05 7.11086e-05 3.87122e-05 3.1089e-06
threshold=1.0000000180025095e-35 -0.079374999999999987 -0.06272999999999998 -1.0000000180025095e-35 0.094695000000000015 -0.074204999999999979 -0.017214999999999998 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 -1 -2
right_child=7 2 3 4 5 -7 -8 -9
leaf_value=-0.025856490282802954 0.011784940677636708 -0.016117563027521743 0.032934872790818491 -0.020227707645982605 -0.0091602532204323166 0.023121797482831656 -0.0002090642507806892 0.0039062181928040405
leaf_weight=0.0010832294642198286 0.0010007108201353899 0.001145967639869727 0.001102143063559091 0.0011200528532714395 0.0014465047060729323 0.0012916131754461728 0.0012886311854688223 0.0010026347064040985
leaf_count=682 255 1025 380 433 296 168 532 139
internal_value=0 -0.00194514 0.00193026 0.0060998 -0.00156604 0.0060677 -0.0119223 0.0078418
internal_weight=0 0.00847814 0.00610628 0.00496031 0.00385817 0.00273812 0.00237186 0.00200335
internal_count=3910 3516 2302 1277 897 464 1214 394
is_linear=0
shrinkage=0.1


Tree=5745
num_leaves=8
num_cat=0
split_feature=159 1 484 2 2 151 15
split_gain=1.37736e-05 3.4234e-05 4.67981e-05 4.25619e-05 4.63371e-05 7.85382e-05 8.08594e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.084225000000000008 0.083585000000000007 0.090815000000000021 -0.0080899999999999982 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.010643172256409381 -0.016503879218724572 0.018425645945845184 0.018848885115783812 0.017503180544395872 -0.028136708370276944 0.024599418898266542 -0.0090250834772557659
leaf_weight=0.0011013941699596725 0.0019324041645766886 0.0010248653597161725 0.0010446080168498286 0.0012686454392267293 0.0010374647835810721 0.001152379471335122 0.00188512774276131
leaf_count=633 738 298 317 792 228 467 437
internal_value=0 0.00118027 -0.000943865 -0.00378548 0.000813852 -0.00438197 0.00373149
internal_weight=0 0.00934549 0.00832063 0.00727602 0.00534362 0.00407497 0.00303751
internal_count=3910 3277 2979 2662 1924 1132 904
is_linear=0
shrinkage=0.1


Tree=5746
num_leaves=8
num_cat=0
split_feature=52 150 151 1 16 1 0
split_gain=1.51335e-05 3.2863e-05 4.31007e-05 4.009e-05 5.45353e-05 5.22763e-05 4.69188e-05
threshold=-0.24456499999999998 0.084800000000000014 -0.03268999999999999 0.10113500000000002 -0.089864999999999987 0.11986000000000001 -0.082994999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6
right_child=1 -3 3 5 6 -7 -8
leaf_value=-0.011030845026140504 -0.020511849634315724 0.014191700318235101 -0.021628238568552664 0.027380937053766059 0.018789356564322492 -0.0030081420838453262 -0.0065467090974790504
leaf_weight=0.0011218509659988675 0.0010292609907333649 0.0016231146515206336 0.0012636988366638148 0.0011393053097761077 0.0011732210213948688 0.0011250640174881275 0.0019387791674683988
leaf_count=449 301 438 604 232 581 314 991
internal_value=0 0.00126484 -0.00147096 0.00148052 -0.00410909 0.012282 0.00300496
internal_weight=0 0.00929244 0.00766933 0.00664007 0.0043757 0.00226437 0.003112
internal_count=3910 3461 3023 2722 2176 546 1572
is_linear=0
shrinkage=0.1


Tree=5747
num_leaves=7
num_cat=0
split_feature=0 4 2 2 1 51
split_gain=1.64802e-05 2.79412e-05 3.69446e-05 4.78707e-05 5.89291e-05 4.26454e-05
threshold=-1.0000000180025095e-35 -0.06272999999999998 0.089910000000000004 0.10796500000000002 0.11235500000000002 -0.0084849999999999978
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.01311867344055309 0.0081165035849146711 0.0076718635245951175 0.021183087529356298 -0.017298055036337186 0.015096157415574902 -0.017434713227222919
leaf_weight=0.0017794292985344289 0.0019949094994023827 0.0011111415479404048 0.0015218197407645588 0.0011722633343210576 0.0010779261289453491 0.0017297382739905969
leaf_count=1308 394 373 568 322 305 640
internal_value=0 -0.0019953 0.000997831 0.00748447 -0.00178 -0.00761488
internal_weight=0 0.00839232 0.00661289 0.00377201 0.00225019 0.00284088
internal_count=3910 3516 2208 1195 627 1013
is_linear=0
shrinkage=0.1


Tree=5748
num_leaves=10
num_cat=0
split_feature=52 376 160 50 4 0 150 0 2
split_gain=4.19757e-05 4.64952e-05 4.93415e-05 5.44854e-05 6.36596e-05 9.86844e-05 4.5474e-05 4.13075e-05 8.65192e-05
threshold=-0.27466499999999994 0.048375000000000008 0.090735000000000024 0.082310000000000008 -0.23071499999999998 -0.070174999999999987 0.083205000000000015 -0.10575999999999998 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00038414339324826038 -0.00035562270974039931 0.00042408683317529043 -0.00040793624622481985 -0.00035610313300891462 0.00039512028091811901 0.00072713495157335759 0.00041427311689851615 -0.0003258827020613684 -0.00031115520042045754
leaf_weight=0.0010337827185933996 0.0010070444294099298 0.0010370454484683019 0.0010788472199004381 0.001162531971494035 0.0016075729402951103 0.0010390376809834099 0.001117728146947692 0.0012664737411398198 0.0011395414171954579
leaf_count=425 113 200 293 637 217 381 296 1218 130
internal_value=0 3.00351e-05 -1.33516e-05 3.76915e-05 0.000101475 0.000176076 6.44929e-05 -3.2916e-05 0.000102147
internal_weight=0 0.0104558 0.00941878 0.00833993 0.0071774 0.00617035 0.00513132 0.00401359 0.00274711
internal_count=3910 3485 3285 2992 2355 2242 1861 1565 347
is_linear=0
shrinkage=0.00196078


Tree=5749
num_leaves=8
num_cat=0
split_feature=52 2 4 4 42 15 48
split_gain=1.33806e-05 3.22926e-05 9.25852e-05 7.90719e-05 5.65795e-05 5.77455e-05 8.21424e-05
threshold=-0.24456499999999998 0.10946500000000002 -0.34687499999999999 0.053925000000000008 0.084100000000000022 0.05377500000000001 0.084905000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -4
right_child=1 3 4 -5 -6 -7 -8
leaf_value=-0.010370449658366301 -0.030506699224767328 0.028448713329247661 0.029535188634026623 -0.0055041256346753976 -0.013887677760382919 -0.011419442520520545 -0.0047355421342131186
leaf_weight=0.0011213902280539012 0.0010081368380402862 0.0012806837246337357 0.0017663730518851675 0.0014769416572251253 0.0015285843356112666 0.0010452137599516599 0.0011578340508651619
leaf_count=449 133 266 520 373 1274 643 252
internal_value=0 0.00119525 -0.00264857 0.0102641 0.00245961 0.00875479 0.0159658
internal_weight=0 0.00926377 0.00650614 0.00275763 0.00549801 0.00396942 0.00292421
internal_count=3910 3461 2822 639 2689 1415 772
is_linear=0
shrinkage=0.1


Tree=5750
num_leaves=9
num_cat=0
split_feature=52 376 457 160 1 47 13 1
split_gain=3.32465e-05 5.39809e-05 5.76415e-05 8.40577e-05 5.40297e-05 6.03289e-05 7.29582e-05 7.63255e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 0.043720000000000009 0.11198000000000001 0.085165000000000018 -0.09547499999999999 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00033971420800406918 0.00022040848590520489 0.00045077508995743353 0.00033817006468492972 -0.0006097117612596317 0.0002638393542575368 0.00029192306397006056 -0.00013094203356566343 -0.00077975776390933537
leaf_weight=0.0010662716941852073 0.0010163717795543012 0.0010264548903866173 0.0014424736102950772 0.0010327733390325588 0.0019793559535015914 0.0010780728856313402 0.0017464876048058414 0.0011601402694592414
leaf_count=425 187 200 241 366 420 222 1351 498
internal_value=0 2.37026e-05 -2.2658e-05 -8.76114e-05 -1.03652e-05 -0.000118892 -0.000231787 -0.000389908
internal_weight=0 0.0104821 0.00945568 0.0080132 0.00698043 0.00500107 0.003923 0.00290663
internal_count=3910 3485 3285 3044 2678 2258 2036 1849
is_linear=0
shrinkage=0.00196078


Tree=5751
num_leaves=10
num_cat=0
split_feature=48 48 51 2 159 133 3 13 4
split_gain=3.66335e-05 7.37214e-05 8.09953e-05 6.90147e-05 5.34525e-05 5.36938e-05 3.17531e-05 4.18124e-05 4.40298e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.082325000000000023 0.087550000000000017 -0.100615 -0.071149999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=0.00040789602027933646 -0.00036610565115441802 0.00048164528350021679 -0.00053516338928758086 0.00042209961161626273 -0.00044204331794918497 -0.00038098037948084036 -0.0002735755261121176 0.00043926959893182416 -7.364542437557795e-05
leaf_weight=0.0010791887390350593 0.0010178286133015546 0.0011978488441475371 0.0010989217906462448 0.0014376096386279616 0.0011205431030100639 0.0010331571294064923 0.0012129008529855865 0.0012155773765339154 0.0013671198660257186
leaf_count=210 161 279 398 425 415 648 666 518 190
internal_value=0 2.30765e-05 -3.43511e-05 3.06557e-05 -4.94104e-05 2.50592e-05 0.000111115 2.6732e-05 0.000167764
internal_weight=0 0.0107629 0.00956502 0.0084661 0.00702849 0.00590794 0.00487479 0.0037956 0.0025827
internal_count=3910 3749 3470 3072 2647 2232 1584 1374 708
is_linear=0
shrinkage=0.00196078


Tree=5752
num_leaves=10
num_cat=0
split_feature=484 1375 484 133 43 13 133 2 2
split_gain=0.000140215 5.71891e-05 5.45769e-05 7.57528e-05 7.1017e-05 8.628e-05 8.41102e-05 4.20328e-05 3.3141e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087420000000000012 0.098810000000000023 -0.074254999999999988 -0.0064299999999999991 -0.0056849999999999991 0.10796500000000002 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 -8
right_child=1 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00070379237590668681 -0.00037843221657992478 0.00074904819256457376 -0.00033177308797270659 -0.00034695745322228241 -0.0004149391224655328 0.00011109171220483723 0.00011956077111195708 -6.8375574539000287e-05 0.00058788550437728312
leaf_weight=0.00101765672782225 0.0010528131199398104 0.0016677568387830906 0.0010053808080104599 0.0010454418347856194 0.0010956565472845198 0.0015941314410986966 0.0011129101638805853 0.0013746097846279383 0.0012153527685598116
leaf_count=627 146 504 333 500 815 286 221 263 215
internal_value=0 5.64806e-05 0.000101765 0.000149632 0.00021404 0.00043727 6.22958e-05 0.000203507 0.000364026
internal_weight=0 0.0111641 0.0101112 0.00910586 0.00806042 0.00326189 0.00479853 0.00370287 0.00232826
internal_count=3910 3283 3137 2804 2304 790 1514 699 436
is_linear=0
shrinkage=0.00196078


Tree=5753
num_leaves=9
num_cat=0
split_feature=48 48 51 42 484 2 4 12
split_gain=4.4973e-05 7.5584e-05 8.55557e-05 7.26416e-05 7.4779e-05 5.25595e-05 9.4797e-05 7.85594e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.086325000000000013 0.042570000000000004 0.11290500000000002 -0.08422499999999998 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0005332659661070005 -0.00039774940887143939 0.00048750884761312633 -0.00053228517472772097 -0.00030057662070216522 0.00057895726990914913 0.0004390848055413275 -0.000140888092680922 0.00047709305259895047
leaf_weight=0.0011744371880768839 0.0010500943337736742 0.0012179032063473353 0.0011522023385294863 0.0019047761892320575 0.001190661796285482 0.0010143103797741505 0.0018980454700651302 0.001355811914608701
leaf_count=455 161 279 398 1156 290 209 420 542
internal_value=0 2.71143e-05 -3.07497e-05 3.69322e-05 0.00013385 3.64747e-05 -5.5744e-05 0.000116611
internal_weight=0 0.0109081 0.00969025 0.00853804 0.00663327 0.0054426 0.00442829 0.00325386
internal_count=3910 3749 3470 3072 1916 1626 1417 962
is_linear=0
shrinkage=0.00196078


Tree=5754
num_leaves=10
num_cat=0
split_feature=48 48 51 1 43 52 159 2 2
split_gain=5.30236e-05 9.17697e-05 8.09114e-05 6.88829e-05 6.49209e-05 9.1923e-05 4.20555e-05 4.47319e-05 4.49607e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -0.16369999999999998 0.086950000000000013 0.081445000000000017 0.092865000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00040115468786108323 -0.00042599660938583692 0.00052761558707126643 -0.000522660159540663 0.00035844539214070341 -7.9933519204966085e-05 -0.000616701896021766 -0.00036177753693786909 -0.00024332210861604552 0.00046039358803495625
leaf_weight=0.0010020410948840264 0.0010520003762267182 0.0012838358197035807 0.0011330222523649415 0.0019554215205944648 0.0010084952156640891 0.0012229006432044583 0.0010182806162445934 0.0010710433030659723 0.0014339204065653454
leaf_count=182 161 279 398 421 440 735 341 365 588
internal_value=0 3.45461e-05 -2.97518e-05 3.43517e-05 -5.94428e-05 -0.000139645 -1.09107e-05 9.07785e-05 0.000237288
internal_weight=0 0.011129 0.00984513 0.0087121 0.00675668 0.00575464 0.00453174 0.00351346 0.00244242
internal_count=3910 3749 3470 3072 2651 2469 1734 1393 1028
is_linear=0
shrinkage=0.00196078


Tree=5755
num_leaves=11
num_cat=0
split_feature=484 42 43 3 133 48 16 0 4 51
split_gain=0.00012811 5.23895e-05 0.000100173 0.000129906 5.57331e-05 5.74932e-05 7.53346e-05 4.76367e-05 4.48621e-05 2.31519e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 -0.0056849999999999991 0.086285000000000014 0.15100500000000003 -0.077944999999999987 -1.0000000180025095e-35 0.086360000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 6 8 -3 -6 -7
right_child=1 2 4 -5 5 9 -8 -9 -10 -11
leaf_value=-0.00068250656813813434 -0.00038127841881442794 -0.00018666861767394917 -0.00045441032228197984 0.00095637961328017224 0.00061074088876417545 -0.00044719300291583535 -0.00028944089451870164 0.0003924549699327444 0.00011471476189842122 -2.6574596833615444e-05
leaf_weight=0.0010100383868827502 0.0010001942784540882 0.0010768953044592356 0.0010721947186378838 0.001013393555608384 0.0012647208054048437 0.001004860551985679 0.0010027184012872167 0.0011078788036566149 0.0015728079418434922 0.0010076175169806709
leaf_count=627 254 533 797 333 437 118 201 194 298 118
internal_value=0 4.68261e-05 8.91242e-05 0.00037614 -4.34296e-05 3.18603e-05 0.000172544 0.000107 0.0003358 -0.000236596
internal_weight=0 0.0111233 0.0101231 0.00319817 0.00692492 0.00585273 0.00384025 0.00218477 0.00283753 0.00201248
internal_count=3910 3283 3029 1060 1969 1172 936 727 735 236
is_linear=0
shrinkage=0.00196078


Tree=5756
num_leaves=9
num_cat=0
split_feature=0 160 16 43 16 48 12 12
split_gain=1.6259e-05 2.61989e-05 3.98008e-05 4.72284e-05 3.88012e-05 3.68531e-05 2.41494e-05 3.05094e-06
threshold=-1.0000000180025095e-35 0.087825000000000014 -0.083564999999999987 -0.093039999999999984 -0.008069999999999999 0.084905000000000022 0.086865000000000012 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -2
right_child=7 -3 3 4 -6 -7 -8 -9
leaf_value=0.0044834025363095775 0.011906402665709977 -0.015820211818319514 -0.025191161391195174 -0.014503181889911296 0.0090909842815173249 -0.0063094950643332471 0.025387273480453283 0.0041132419071360643
leaf_weight=0.0010282114798615752 0.0010015706406771943 0.0011817373779220344 0.001014668565580315 0.0011459808604326615 0.0017790549999141421 0.001153519034939785 0.0011949059942266789 0.0010078522056743582
leaf_count=430 255 399 337 893 724 240 493 139
internal_value=0 -0.00200467 0.000226818 -0.00660143 -0.000152821 0.00819371 0.015719 0.00799764
internal_weight=0 0.00849808 0.00731634 0.0039397 0.00292504 0.00337664 0.00222312 0.00200942
internal_count=3910 3516 3117 1954 1617 1163 923 394
is_linear=0
shrinkage=0.1


Tree=5757
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 16 43
split_gain=3.79703e-05 8.73991e-05 6.81184e-05 7.99412e-05 4.76659e-05 6.04174e-05 6.5171e-05 3.82894e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 -0.0054549999999999989 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00044224938422172754 -0.00037545174304746921 0.00051639392801393011 -0.00049898035615153968 0.00044123429442492344 -0.00024076407087447393 0.0003405446307486841 -0.00055481953654374359 0.00018753350385104745
leaf_weight=0.0011075221780534701 0.0010225075601680766 0.0012096569996253659 0.0011130418164046552 0.0014202159257057541 0.0013404143802113406 0.0015008258222656183 0.0010005301546691884 0.001999749329786033
leaf_count=175 161 279 398 425 1143 213 537 579
internal_value=0 2.00526e-05 -4.32657e-05 1.73406e-05 -6.9293e-05 1.41759e-06 -0.000115838 1.56568e-05
internal_weight=0 0.010692 0.0094823 0.00836926 0.00694904 0.00584152 0.00434069 0.00334016
internal_count=3910 3749 3470 3072 2647 2472 2259 1722
is_linear=0
shrinkage=0.00196078


Tree=5758
num_leaves=8
num_cat=0
split_feature=3 1 13 52 15 3 0
split_gain=1.4074e-05 4.0763e-05 6.15814e-05 6.77128e-05 5.10928e-05 5.07078e-05 4.66014e-05
threshold=-0.12008499999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -1.0000000180025095e-35 -0.032959999999999996 -0.15137999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -5
right_child=1 2 3 6 5 -7 -8
leaf_value=0.0078257283164303842 -0.029239874081839097 0.018482803334555386 -0.024081082730238651 0.019406774973279632 -0.018506518245560957 0.011525972703196032 -0.0084420486070229429
leaf_weight=0.0018488274064770967 0.0010133312438826932 0.0018281926787565056 0.0011483090770785277 0.001197964736961201 0.0010370361759302112 0.0012278460197840614 0.0012055651169481695
leaf_count=421 1025 894 145 113 997 114 201
internal_value=0 -0.00178566 0.00357039 -0.00410529 -0.0105757 -0.0022252 0.00543833
internal_weight=0 0.00865825 0.00538003 0.00355184 0.00327821 0.00226488 0.00240353
internal_count=3910 3489 1353 459 2136 1111 314
is_linear=0
shrinkage=0.1


Tree=5759
num_leaves=8
num_cat=0
split_feature=43 52 16 12 52 16 1
split_gain=1.53333e-05 3.83587e-05 6.49884e-05 3.76194e-05 4.4902e-05 8.17049e-05 5.06168e-05
threshold=-0.074254999999999988 -0.088779999999999984 -0.022939999999999999 0.088375000000000023 -0.074484999999999982 -0.19424999999999998 0.094695000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=0.019299681077465165 -0.013721671673781423 0.012389035178590297 -0.020568495798673762 -0.015813990669253961 -0.012897017748839171 0.0052274954446959532 0.03459994799683868
leaf_weight=0.0012555634761557306 0.0014199077213012876 0.0013483493409185928 0.0010755851762488332 0.0016939103699302989 0.0013047197771304275 0.0013237029910676602 0.0010537401306414534
leaf_count=433 272 682 441 1072 260 583 167
internal_value=0 0.00511308 -0.00223538 -0.00290156 0.00138542 0.00721098 0.0182461
internal_weight=0 0.0036795 0.00242393 0.00679598 0.00510207 0.00368216 0.00237744
internal_count=3910 1556 1123 2354 1282 1010 750
is_linear=0
shrinkage=0.1


Tree=5760
num_leaves=8
num_cat=0
split_feature=484 3 160 0 42 3 0
split_gain=0.000155675 3.94353e-05 4.35249e-05 3.89585e-05 9.75926e-05 5.48238e-05 7.1642e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.082109999999999975 -0.053834999999999994 0.085195000000000007 0.086245000000000016 -0.18087499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00073240720777389024 0.00031531521609485218 -0.00036085399229736278 -0.00027870562285596062 -0.00018446612108726366 0.00053692887707487192 -9.6314413937820923e-05 0.00057100442934638479
leaf_weight=0.0010389645864068786 0.0019396441642933306 0.0010867131501717574 0.0018270246627961301 0.0019446428789763525 0.0016776631184188817 0.0015820221335495488 0.0010156044234513862
leaf_count=627 362 574 1018 345 732 128 124
internal_value=0 6.13963e-05 7.47359e-06 5.72149e-05 0.000134232 -1.84555e-05 0.00016459
internal_weight=0 0.0110733 0.00913367 0.00804696 0.00610231 0.00442465 0.00259763
internal_count=3910 3283 2921 2347 2002 1270 252
is_linear=0
shrinkage=0.00196078


Tree=5761
num_leaves=11
num_cat=0
split_feature=484 133 484 42 43 0 13 1 16 2
split_gain=0.000137216 4.61075e-05 6.18504e-05 0.000104877 0.000124507 8.01815e-05 4.87634e-05 0.000110613 7.10003e-05 5.11352e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 0.09112000000000002 -0.074204999999999979 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 9 -8 -9 -6
right_child=1 -3 -4 4 6 -7 7 8 -10 -11
leaf_value=-0.00069767705830838574 -0.00044387719633308918 -0.00033943064624534331 -0.00036772944989234117 0.0002509891412536614 -0.00046823069618578451 0.00095362425043712278 0.00065440144740706115 -0.00044709098851728542 0.00028180320738863449 0.00013138194582084736
leaf_weight=0.0010322695771400577 0.0010405201796007965 0.0010601623379804239 0.0010185453451893459 0.0013332219101405299 0.0011151975803612491 0.0011744896151136611 0.0012820265517607277 0.0010188333299678443 0.0010365035791706082 0.0010728694947604827
leaf_count=627 320 516 337 476 605 205 214 119 189 302
internal_value=0 4.95596e-05 9.04221e-05 0.000141851 0.000217719 0.000580069 5.32673e-05 0.000202417 -7.95106e-05 -0.000174224
internal_weight=0 0.0111524 0.0100922 0.00907366 0.00803314 0.00250771 0.00552543 0.00333736 0.00205534 0.00218807
internal_count=3910 3283 2767 2430 2110 681 1429 522 308 907
is_linear=0
shrinkage=0.00196078


Tree=5762
num_leaves=10
num_cat=0
split_feature=484 3 0 42 12 42 1 4 15
split_gain=0.000176271 5.30101e-05 6.86718e-05 7.67448e-05 6.48834e-05 5.87157e-05 4.88087e-05 8.36249e-05 7.80624e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.053834999999999994 0.091230000000000019 0.084100000000000022 0.060615000000000009 0.095575000000000007 0.053925000000000008 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 6 -4 -2 8 -8 -3
right_child=1 2 4 -5 -6 -7 7 -9 -10
leaf_value=-0.00077406728800570926 0.00068437484229312063 -0.00049594781260757091 4.1634605711002935e-05 0.00055619055454654185 -0.00063550475421128181 1.554689763803307e-05 0.00055215694945537125 -0.00011666153000267425 0.00012665515330130591
leaf_weight=0.0010584608078990755 0.0010114985378090631 0.0014640845689102024 0.0010638299953831941 0.0011536879550116778 0.0011134950879700988 0.0010070864011463134 0.0013164960637468137 0.0015830058158439295 0.001643228244564982
leaf_count=627 230 661 235 560 163 132 206 234 862
internal_value=0 6.25622e-05 2.76448e-07 9.29992e-05 -0.000304658 0.000350692 4.03714e-06 0.00018701 -0.000166699
internal_weight=0 0.0113564 0.00933783 0.0071605 0.00217733 0.00201858 0.00600681 0.0028995 0.00310731
internal_count=3910 3283 2921 2523 398 362 1963 440 1523
is_linear=0
shrinkage=0.00196078


Tree=5763
num_leaves=11
num_cat=0
split_feature=484 133 484 42 43 0 13 1 16 16
split_gain=0.000160379 3.95295e-05 6.44881e-05 9.08687e-05 0.000109682 8.99802e-05 7.79661e-05 0.000123251 4.8247e-05 3.57449e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087270000000000014 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 0.09112000000000002 -0.073459999999999984 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 9 -8 -9 -6
right_child=1 -3 -4 4 6 -7 7 8 -10 -11
leaf_value=-0.00074718500843854927 -0.00039757442932651085 -0.00029391061439986999 -0.00036933132253987922 0.00021302425177673279 5.0316877561569491e-05 0.00095928885586070954 0.00072568878194640806 -0.00034660693812883439 0.00025686818683259388 -0.00045517082219541794
leaf_weight=0.0010214505305575885 0.0010142381087562798 0.0010676248536878917 0.0010005030691650737 0.0013101607660077101 0.0010083561313681941 0.001181247905568906 0.0013172190996703498 0.0010155512727453991 0.001021845780402833 0.0011526308639270048
leaf_count=627 319 516 342 473 246 204 214 121 187 661
internal_value=0 6.47631e-05 0.000102973 0.000155354 0.000225393 0.00056685 7.11558e-05 0.000258263 -4.39372e-05 -0.000219301
internal_weight=0 0.0110894 0.0100218 0.00902125 0.00800701 0.00249141 0.0055156 0.00335462 0.0020374 0.00216099
internal_count=3910 3283 2767 2425 2106 677 1429 522 308 907
is_linear=0
shrinkage=0.00196078


Tree=5764
num_leaves=10
num_cat=0
split_feature=48 48 51 2 4 0 1 43 1
split_gain=4.08878e-05 7.71876e-05 6.81628e-05 7.59676e-05 5.31151e-05 7.23356e-05 5.06823e-05 5.67013e-05 2.64669e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 0.096035000000000023 -0.0037249999999999996 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00044847208056984382 -0.00039115970275400709 0.00048396629827095064 -0.00049532940942877699 0.00043150902517763738 -0.00032814456235875385 0.00038131434097667479 -0.00047980820062847978 -1.895437845176616e-05 0.0004274094347333065
leaf_weight=0.0011525083100640057 0.0010204749115872774 0.0012199714109937471 0.0011154002268177346 0.0014347463523247264 0.0012185650638402248 0.0015131311257063412 0.0011017598058598475 0.0010121818173400266 0.0010308809758081199
leaf_count=175 161 279 398 425 1374 213 306 401 178
internal_value=0 1.9453e-05 -3.97059e-05 2.03386e-05 -6.35885e-05 1.18953e-05 -0.000116212 6.60942e-06 0.00020627
internal_weight=0 0.0107991 0.00957917 0.00846377 0.00702903 0.00587652 0.00436339 0.00326163 0.00204306
internal_count=3910 3749 3470 3072 2647 2472 2259 1953 579
is_linear=0
shrinkage=0.00196078


Tree=5765
num_leaves=9
num_cat=0
split_feature=50 156 12 52 52 15 0 48
split_gain=1.73219e-05 2.99332e-05 2.94277e-05 4.30873e-05 3.81561e-05 5.46166e-05 9.08778e-05 6.55726e-05
threshold=0.088425000000000017 0.084090000000000012 -0.036459999999999992 -0.081429999999999989 0.11110500000000002 0.085120000000000015 -0.099024999999999988 0.085090000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.012671467140244232 -0.012393893244861813 -0.014323430021960463 0.018727069635622626 0.018460023450418857 0.017932597438579424 0.016781181987521661 -0.033564002660184514 -0.014663960151596904
leaf_weight=0.0010221003446282389 0.0010359487387899503 0.0010965986399204793 0.0018341896456762945 0.0011798441912639537 0.0010818521231091976 0.0010679073814590994 0.0010540812231419408 0.0012111121228163529
leaf_count=396 689 518 488 183 370 565 591 110
internal_value=0 0.00122047 0.00323742 0.00542621 0.00106567 -0.0029777 -0.00910264 0.00168144
internal_weight=0 0.00954769 0.00845109 0.00742899 0.0055948 0.00451294 0.00344504 0.00239096
internal_count=3910 3221 2703 2307 1819 1449 884 293
is_linear=0
shrinkage=0.1


Tree=5766
num_leaves=8
num_cat=0
split_feature=0 0 15 150 1 3 12
split_gain=1.7489e-05 2.3423e-05 4.19378e-05 4.43257e-05 3.34343e-05 2.19202e-05 2.94818e-06
threshold=-1.0000000180025095e-35 -0.082994999999999985 -0.0063699999999999989 0.082965000000000025 0.10521500000000002 -0.075679999999999983 0.091555000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -2
right_child=6 5 -4 -5 -6 -7 -8
leaf_value=-0.026255884745815528 0.012088812683219577 -0.021106405291723709 0.013204588451633923 0.00979649092428116 -0.0032012592388409619 -0.0021524155157283775 0.0044415787388127478
leaf_weight=0.0010293252256714245 0.0010103988446723538 0.0010635313725483823 0.0019828157722104082 0.0014075069358142024 0.0016175393015926158 0.0014313250962538302 0.0010061421780915023
leaf_count=707 255 956 709 337 221 586 139
internal_value=0 -0.00208171 0.00128651 -0.0045421 -0.0121669 -0.0102323 0.00827327
internal_weight=0 0.00853204 0.00603719 0.00405437 0.00264686 0.00249486 0.00201654
internal_count=3910 3516 1974 1265 928 1542 394
is_linear=0
shrinkage=0.1


Tree=5767
num_leaves=9
num_cat=0
split_feature=52 376 457 160 160 1 13 4
split_gain=3.09447e-05 4.2036e-05 5.30237e-05 6.95348e-05 5.73094e-05 7.82905e-05 9.50811e-05 4.29979e-05
threshold=-0.27466499999999994 0.048375000000000008 0.082870000000000013 0.043720000000000009 -1.0000000180025095e-35 0.11561500000000001 -0.070604999999999987 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00032528457247653678 -0.00029886515066056659 0.00040686922981662582 0.00033493119745441063 -0.00055318359941819635 0.00033048494754445401 0.00055933335450137462 -1.5824172156799565e-05 -0.00055178604499533164
leaf_weight=0.0010566328755567929 0.0018752871631351718 0.0010106581924398993 0.0014215990566874099 0.0010238633904756161 0.0016591775089655129 0.0011223039244705468 0.0011448416410707162 0.0011571905243470209
leaf_count=425 1063 200 241 366 447 219 545 404
internal_value=0 2.68786e-05 -1.39583e-05 -7.60905e-05 -5.89477e-06 0.000102181 -2.73413e-05 -0.000285243
internal_weight=0 0.0104149 0.00940426 0.00798266 0.0069588 0.00508351 0.00396121 0.00230203
internal_count=3910 3485 3285 3044 2678 1615 1396 949
is_linear=0
shrinkage=0.00196078


Tree=5768
num_leaves=8
num_cat=0
split_feature=0 52 16 52 160 43 13
split_gain=1.47357e-05 4.00107e-05 3.93055e-05 3.71373e-05 5.19448e-05 3.67033e-05 3.54096e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.22945500000000005 -0.062489999999999997 -1.0000000180025095e-35 -0.07526999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7
right_child=2 3 -4 4 5 6 -8
leaf_value=-0.017336158235088838 -0.0049481801674026073 0.014907124977229846 0.021432285401680403 -0.022281013606550961 0.015930640235320426 -0.0160066707857686 0.0061261302596280131
leaf_weight=0.0014198146345992093 0.0012444822105416491 0.0015182043048654467 0.0010341067429808226 0.0010909523329950309 0.0013323947002198133 0.0013449995661332244 0.0015626984073092774
leaf_count=597 277 325 169 877 387 1031 247
internal_value=0 -0.0020582 0.00702424 0.00110885 -0.0028207 0.00218633 -0.00411173
internal_weight=0 0.00826906 0.00227859 0.00684925 0.00533105 0.00424009 0.0029077
internal_count=3910 3464 446 2867 2542 1665 1278
is_linear=0
shrinkage=0.1


Tree=5769
num_leaves=9
num_cat=0
split_feature=484 3 49 3 2 15 0 43
split_gain=0.000123141 3.7561e-05 5.30553e-05 4.56585e-05 4.44084e-05 3.77535e-05 0.000117093 5.08119e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.069934999999999983 -0.078884999999999997 0.113945 -0.095799999999999982 -0.084154999999999994 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8
right_child=1 2 3 4 -6 6 7 -9
leaf_value=-0.00066354688385116131 0.00029715676127248182 -0.00031009753592897569 -0.00026494342967477809 -5.1303493739736602e-05 -0.00015085375509236778 0.00089877028616058342 0.00041675874289137085 -0.00017106062682626866
leaf_weight=0.0010161120484923252 0.0019440233493533037 0.0017484496788919869 0.0012906894503590506 0.0012582858117931414 0.0015046184065217339 0.0010232722532729451 0.0010496234027097379 0.0012254733097345279
leaf_count=627 362 325 1302 287 365 169 117 356
internal_value=0 4.97531e-05 -3.09714e-06 6.99139e-05 0.000141219 0.000237662 0.000347898 0.000100132
internal_weight=0 0.0110444 0.00910041 0.00735196 0.00606127 0.00455665 0.00329837 0.0022751
internal_count=3910 3283 2921 2596 1294 929 642 473
is_linear=0
shrinkage=0.00196078


Tree=5770
num_leaves=9
num_cat=0
split_feature=48 48 51 42 2 2 16 43
split_gain=4.11661e-05 8.26534e-05 6.66762e-05 6.79114e-05 6.70172e-05 7.11089e-05 7.38128e-05 3.28896e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.084235000000000018 0.0032450000000000005 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=3.8277007642468763e-05 -0.00038225482913832902 0.00051732975902275575 -0.00048813885327065676 -0.00030442472334898317 0.00055421364121959079 8.9722235505650252e-05 -0.0005378046453761449 0.00050230073836043758
leaf_weight=0.0011072636913117418 0.0010220857592677752 0.0011870540606509503 0.0010883170876702002 0.001838981876821035 0.0011394370280243338 0.0017287423695599028 0.0012358292030675913 0.0012505224375888512
leaf_count=341 161 279 398 1156 247 823 289 216
internal_value=0 2.98314e-05 -3.18025e-05 2.80279e-05 0.000122642 3.02484e-05 -0.000171872 0.000284386
internal_weight=0 0.0105761 0.00938909 0.00830078 0.00646179 0.00532236 0.00296457 0.00235779
internal_count=3910 3749 3470 3072 1916 1669 1112 557
is_linear=0
shrinkage=0.00196078


Tree=5771
num_leaves=8
num_cat=0
split_feature=52 52 457 3 12 2 13
split_gain=3.34335e-05 4.49579e-05 3.81631e-05 4.36239e-05 0.000138577 9.49435e-05 7.51621e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.069705000000000003 0.090325000000000003 0.091555000000000011 0.086875000000000022 -0.23438999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=-0.00033439248412312384 0.00037101199974668781 -7.6943842920458447e-05 0.00027132513313752487 0.00010290996357531101 -0.00041094331520317697 0.00057534225225926172 -0.00055951423253227663
leaf_weight=0.001081783655097676 0.0012871182006989881 0.0016537168700683489 0.0014617413319160709 0.0011501949199778367 0.001793392545581772 0.0017828292925877276 0.0015406460505391719
leaf_count=425 376 930 277 147 908 707 140
internal_value=0 2.73681e-05 -1.97739e-05 -7.34948e-05 3.0882e-05 0.000261453 -0.000276362
internal_weight=0 0.0106696 0.00938252 0.00792078 0.00522994 0.00343655 0.00269084
internal_count=3910 3485 3109 2832 2545 1637 287
is_linear=0
shrinkage=0.00196078


Tree=5772
num_leaves=10
num_cat=0
split_feature=484 52 52 12 160 15 15 1 3
split_gain=0.000111317 6.62283e-05 0.000117817 4.44227e-05 5.18826e-05 6.59489e-05 8.47405e-05 3.94525e-05 8.76607e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.10129000000000001 0.087825000000000014 -0.10192499999999999 -0.03231499999999999 0.088495000000000018 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -8
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=-0.0006333741777388999 -0.00041536184421640945 0.00067434347509377085 -0.00018490630347349797 -0.00034503947803106189 -0.00033884272438838137 0.00067607178753088142 -9.7605491655117793e-05 -0.00022897477623961784 0.00064836571856445049
leaf_weight=0.0010043220205763941 0.0010684923324310132 0.0012005402108183029 0.0017902028411899903 0.0011216635009607297 0.0010193730249233564 0.0013340308818915424 0.0013816501623353907 0.0010218383658249955 0.0010783406327093494
leaf_count=627 379 279 415 329 168 367 845 341 160
internal_value=0 4.85241e-05 9.83509e-05 1.92959e-05 7.28878e-05 0.000136421 0.000255869 9.48718e-05 0.000229392
internal_weight=0 0.0110161 0.00994764 0.0087471 0.00762544 0.00660606 0.00481586 0.00348183 0.00245999
internal_count=3910 3283 2904 2625 2296 2128 1713 1346 1005
is_linear=0
shrinkage=0.00196078


Tree=5773
num_leaves=9
num_cat=0
split_feature=159 51 484 43 13 52 2 16
split_gain=3.87046e-05 4.24285e-05 5.48749e-05 4.95835e-05 7.54427e-05 5.89916e-05 5.33699e-05 8.29924e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 -0.074254999999999988 -0.003375 -0.066329999999999986 0.10362500000000001 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=-0.00037197541083018088 0.00040817407888494141 0.00038333208652333386 0.00040076019064808267 -0.00054541108712973419 -0.00018142902558648035 -0.00025170753305341894 -0.00035158673723382865 0.00048166638644117323
leaf_weight=0.0010056873778619959 0.0017121963222971356 0.0011667711786777406 0.0010945578257046977 0.0013088587553688807 0.0016274247139175034 0.0011723961795976172 0.0015157394150622995 0.0012009978619116654
leaf_count=520 683 308 346 401 339 395 259 659
internal_value=0 3.01999e-05 -1.25759e-05 -6.55673e-05 0.000120856 -0.000185341 -6.4162e-05 0.000119398
internal_weight=0 0.0107989 0.00963217 0.00853761 0.00333962 0.00519799 0.00388913 0.00237339
internal_count=3910 3390 3082 2736 1022 1714 1313 1054
is_linear=0
shrinkage=0.00196078


Tree=5774
num_leaves=8
num_cat=0
split_feature=3 1 13 52 0 15 3
split_gain=1.47382e-05 3.49985e-05 5.96703e-05 5.42565e-05 4.52431e-05 4.29357e-05 4.3861e-05
threshold=-0.12008499999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999 -1.0000000180025095e-35 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0079171506252899825 -0.02704124975119343 0.017693789866195707 -0.022203706237119487 0.017784177739757958 -0.0094814691749171634 -0.017468322627683421 0.010309250192146496
leaf_weight=0.0018826145272945001 0.0010174810111081879 0.0018487275306513355 0.0011608105681424523 0.00120989209781884 0.001224533813899603 0.0010448693088342485 0.0012466912679166102
leaf_count=421 1025 894 145 113 201 997 114
internal_value=0 -0.00183598 0.00309393 -0.00441355 0.00406936 -0.00994657 -0.00235633
internal_weight=0 0.00875301 0.00544396 0.00359524 0.00243443 0.00330904 0.00229156
internal_count=3910 3489 1353 459 314 2136 1111
is_linear=0
shrinkage=0.1


Tree=5775
num_leaves=7
num_cat=0
split_feature=150 151 52 2 13 43
split_gain=1.41638e-05 3.74198e-05 4.40355e-05 4.10324e-05 5.74614e-05 4.10109e-05
threshold=0.084800000000000014 -0.03268999999999999 0.11401500000000002 0.088675000000000018 -0.090744999999999978 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.019563239842939176 0.0077169527197540446 0.0077593824695736634 -0.01763754254427357 0.026859889165142606 0.00038757384801442539 -0.015072134430519236
leaf_weight=0.0010445630787596681 0.0019023528434942054 0.0014745379105146113 0.001127480183301683 0.0014073173566717515 0.0019646330506410468 0.0016866409045958762
leaf_count=363 458 461 568 184 948 928
internal_value=0 -0.001808 0.000613016 0.00376268 0.0114361 -0.00442233
internal_weight=0 0.00870517 0.00766061 0.00653313 0.00337195 0.00316118
internal_count=3910 3452 3089 2521 1132 1389
is_linear=0
shrinkage=0.1


Tree=5776
num_leaves=10
num_cat=0
split_feature=484 133 52 52 12 42 15 4 2
split_gain=0.000155152 5.89284e-05 7.61103e-05 0.000119405 4.84875e-05 0.000108483 8.62061e-05 0.000156107 5.33154e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 0.091555000000000011 0.083725000000000008 1.0000000180025095e-35 -0.0025899999999999994 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.00073583057811012036 -0.00040722273844942444 -0.00037965142621337715 0.00076973668884101247 0.00075939937213312977 -0.00019030822379627506 0.00067927219604276305 -0.00047865251630194335 0.0001191996855613755 -0.00044643727871942904
leaf_weight=0.0010306127423040561 0.0010068989413654977 0.0010667235285912709 0.001090665067717469 0.001183465836625242 0.0019550063907711147 0.0012523744814550508 0.0010072661338361719 0.0017068361749610847 0.0010256640217229374
leaf_count=627 334 516 257 214 511 640 407 247 157
internal_value=0 5.89037e-05 0.000104642 0.000160534 7.88135e-05 0.000164009 3.29362e-05 0.000164527 -9.31163e-05
internal_weight=0 0.0112949 0.0102282 0.00922128 0.00813061 0.00617561 0.00492323 0.00391597 0.0027325
internal_count=3910 3283 2767 2433 2176 1665 1025 618 404
is_linear=0
shrinkage=0.00196078


Tree=5777
num_leaves=8
num_cat=0
split_feature=133 12 4 15 52 1 3
split_gain=1.66038e-05 2.90391e-05 5.61458e-05 9.32567e-05 7.93183e-05 9.05057e-05 7.1065e-05
threshold=0.098810000000000023 0.098845000000000016 0.055260000000000011 -0.14487999999999998 0.091210000000000013 0.095575000000000007 -0.078494999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.0087082708356828707 -0.012297264846133834 -0.013103046333643193 0.014635803208832884 -0.023901517979125361 0.03207023723587888 0.02488067116177815 -0.020936711955928458
leaf_weight=0.0016157839650684015 0.0010090383642814152 0.0012386220479044053 0.0010333286240967049 0.0016005981062538546 0.0011711122440401693 0.0013276064384459929 0.0016187657147942536
leaf_count=1142 618 405 280 356 454 349 306
internal_value=0 0.00118738 0.00330284 -0.00878275 0.0088551 0.00289573 -0.00612788
internal_weight=0 0.00960582 0.0083672 0.00263393 0.00573327 0.00456216 0.00323455
internal_count=3910 3292 2887 636 2251 1797 1448
is_linear=0
shrinkage=0.1


Tree=5778
num_leaves=10
num_cat=0
split_feature=484 52 52 160 12 15 15 4 43
split_gain=0.000146863 4.8023e-05 0.000102306 6.53836e-05 6.03572e-05 7.15784e-05 0.000119033 5.99809e-05 3.56794e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.10129000000000001 -0.10192499999999999 -0.03231499999999999 -0.060264999999999992 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -8
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=-0.00071690772360496883 -0.00033428886977772686 0.00063878613130552756 -0.00017259729635404021 -0.00043806677976591907 -0.00032512565976143689 0.00077049872469475223 -0.00031912052670737183 0.00047437949944890257 0.00014803613971808654
leaf_weight=0.0010376801027056808 0.0011067049560979344 0.0011798085519870794 0.0018622231512606807 0.0010382098390810191 0.0011778819767275499 0.0013684473988472773 0.0012031700046830215 0.0010962754403773156 0.0013161724044032273
leaf_count=627 379 279 415 175 322 367 628 311 407
internal_value=0 5.37347e-05 9.5662e-05 2.4954e-05 8.48621e-05 0.000155399 0.00027795 9.15294e-05 -7.50653e-05
internal_weight=0 0.0113489 0.0102422 0.00906238 0.00802417 0.00684629 0.00498407 0.00361562 0.00251934
internal_count=3910 3283 2904 2625 2450 2128 1713 1346 1035
is_linear=0
shrinkage=0.00196078


Tree=5779
num_leaves=8
num_cat=0
split_feature=50 484 160 151 49 4 0
split_gain=1.4427e-05 3.01947e-05 3.60541e-05 5.60827e-05 4.75766e-05 6.13898e-05 6.81298e-05
threshold=0.088425000000000017 0.084225000000000008 0.090735000000000024 -0.076429999999999984 -0.0019649999999999997 0.05309500000000001 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.020687703981786022 -0.011272935762019832 0.016320091089147667 -0.018714701603065251 -0.019714806769739211 -0.027861472633401441 0.015583601853499787 0.0041513209402893976
leaf_weight=0.0012590467238004178 0.0010408270559155294 0.0011503709759195261 0.0010061885589854463 0.0012704509847071997 0.0010331246370363476 0.0019799056878042967 0.0018647008675594565
leaf_count=319 689 419 304 230 938 466 545
internal_value=0 0.00112449 -0.000953212 0.00145949 -0.00247814 0.00201132 -0.00726179
internal_weight=0 0.00956379 0.00841342 0.00740723 0.00614818 0.00487773 0.00289783
internal_count=3910 3221 2802 2498 2179 1949 1483
is_linear=0
shrinkage=0.1


Tree=5780
num_leaves=11
num_cat=0
split_feature=484 133 484 133 3 16 3 0 49 2
split_gain=0.000139106 4.40057e-05 7.95049e-05 0.000103701 7.7952e-05 0.000101594 0.000124241 6.29078e-05 7.87405e-05 3.57545e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 0.065880000000000008 -0.12008499999999998 -0.30307999999999996 -0.078884999999999997 -0.053834999999999994 -0.0057999999999999987 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8 -10
right_child=1 -3 -4 -5 5 6 7 -9 9 -11
leaf_value=-0.00070753743245801043 0.00048182035480715365 -0.00033076260031210533 -0.00043428002057729973 0.00074081761016992723 -0.00055484968527960297 -0.00048674698606710208 -1.5135312043710575e-05 -0.00016645500890840383 0.00035070952209005288 0.00086789629976118685
leaf_weight=0.0010238684496136378 0.0014619080402295597 0.0010691774464596246 0.0010105335781676597 0.0010010444930202552 0.0011266819825262904 0.0011355496832816661 0.001233880870723647 0.001093369602083671 0.0010193916471722805 0.0010364321699786645
leaf_count=627 281 516 337 385 212 795 132 173 157 295
internal_value=0 4.75475e-05 8.75207e-05 0.000145413 7.18948e-05 -1.82852e-05 9.12598e-05 0.000241008 0.000376432 0.000611446
internal_weight=0 0.011188 0.0101188 0.00910826 0.00810721 0.00664531 0.00551862 0.00438307 0.0032897 0.00205582
internal_count=3910 3283 2767 2430 2045 1764 1552 757 584 452
is_linear=0
shrinkage=0.00196078


Tree=5781
num_leaves=9
num_cat=0
split_feature=11 3 3 43 13 0 16 4
split_gain=4.25731e-05 4.14212e-05 3.63527e-05 3.3885e-05 3.75041e-05 0.000102582 5.93281e-05 5.48552e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.078884999999999997 -0.074254999999999988 -0.09547499999999999 -0.10131499999999999 -0.057604999999999996 0.039965000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00036274566926795983 -0.00039938036795852288 -0.00026885860052316106 0.0002714071054002837 0.00020716501411669773 0.00016209979055068944 -0.0006750419274845794 0.00038767547050361521 -0.00048249649251393427
leaf_weight=0.0012253690948046602 0.0010011775323131621 0.0018286635650420118 0.0018341730384926948 0.0017628692774066829 0.0010013176695957142 0.0010197880951359171 0.0011834404734585315 0.0010293786380895144
leaf_count=192 254 1725 500 268 66 670 93 142
internal_value=0 2.31411e-05 -1.99393e-05 3.81875e-05 -3.31447e-05 -0.000133202 3.87142e-05 -0.000164652
internal_weight=0 0.010885 0.00965963 0.00783097 0.00599679 0.00423392 0.00321414 0.0020307
internal_count=3910 3656 3464 1739 1239 971 301 208
is_linear=0
shrinkage=0.00196078


Tree=5782
num_leaves=8
num_cat=0
split_feature=49 42 151 2 13 15 15
split_gain=1.75e-05 5.6366e-05 4.58536e-05 3.69907e-05 3.83037e-05 3.06476e-05 3.42693e-05
threshold=-0.047894999999999993 0.092395000000000019 -0.039414999999999999 0.11339500000000001 -0.13934999999999997 0.079360000000000014 -0.038029999999999987
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.023435080022045324 -0.01260311476929254 -0.023306855969093064 -0.0044697239111723052 -0.013073761234994886 0.0032396555045115429 -0.0064282308861180557 0.022935692112432311
leaf_weight=0.0010238970385454457 0.001045349126211001 0.0011058739645517417 0.0013859582370595895 0.0014853980230221213 0.0017714025707159767 0.0010455290608431473 0.0017621389998890894
leaf_count=250 110 746 255 338 771 931 509
internal_value=0 -0.00230475 0.00738644 0.000961954 0.00466876 0.00861173 0.0130619
internal_weight=0 0.00821569 0.00240986 0.00710982 0.00562442 0.00457907 0.00353354
internal_count=3910 3405 505 2659 2321 2211 1280
is_linear=0
shrinkage=0.1


Tree=5783
num_leaves=8
num_cat=0
split_feature=16 0 150 2 15 2 2
split_gain=1.53929e-05 4.1881e-05 3.48739e-05 3.08148e-05 2.99172e-05 4.72054e-05 9.85583e-05
threshold=-0.029944999999999996 -0.084304999999999977 0.077110000000000012 0.083715000000000026 -0.064869999999999983 0.106285 0.090050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6
right_child=4 -3 -4 -5 5 -7 -8
leaf_value=0.0048494048290974407 -0.018710302728489305 0.017492389440510198 0.012597398721510646 -0.016195224655196686 0.0074783042771032829 0.017687318667581192 -0.031502545805381837
leaf_weight=0.0011625830276279995 0.0010993344570219095 0.0015476524595777891 0.0011886559842281541 0.0017328980015822607 0.0017576086659441164 0.0010841368106511789 0.0010279833572971818
leaf_count=268 579 991 196 763 602 224 287
internal_value=0 0.00348367 -0.00182483 -0.00774546 -0.00415241 -1.67162e-05 -0.00690703
internal_weight=0 0.00563179 0.00408414 0.00289548 0.00496906 0.00386973 0.00278559
internal_count=3910 2218 1227 1031 1692 1113 889
is_linear=0
shrinkage=0.1


Tree=5784
num_leaves=10
num_cat=0
split_feature=484 4 12 150 4 3 42 13 52
split_gain=0.000142072 4.98264e-05 4.9045e-05 8.1626e-05 6.42223e-05 7.46931e-05 8.55082e-05 7.25845e-05 4.41193e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -4 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.00070973657915320346 -0.00038339374193297604 0.00036452602821953635 0.00030055074413203259 -0.00037692224279983505 -0.00028942708082751626 0.00071177667424530879 0.00050776455405064408 -0.00050932030018562197 4.0121519210363801e-05
leaf_weight=0.0010256015024432711 0.0011417813228451071 0.0016753078547589945 0.0014592887493083797 0.0014343291941440531 0.0010443029964671369 0.0012548838175455435 0.0010250734922149158 0.0012387431103188283 0.0010283153059886373
leaf_count=627 276 447 452 246 477 85 196 570 534
internal_value=0 5.24406e-05 -1.87063e-06 4.94693e-05 0.000136212 0.000334343 0.000105465 -4.05408e-05 -0.000260099
internal_weight=0 0.011302 0.00962672 0.00848494 0.00705061 0.00332426 0.00206938 0.00372635 0.00226706
internal_count=3910 3283 2836 2560 2314 758 673 1556 1104
is_linear=0
shrinkage=0.00196078


Tree=5785
num_leaves=9
num_cat=0
split_feature=11 160 13 13 52 13 12 49
split_gain=1.49748e-05 2.16854e-05 3.89482e-05 3.56499e-05 3.24745e-05 2.76539e-05 3.48862e-05 3.53028e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 -0.083514999999999992 -0.14258499999999999 -0.021309999999999996 0.083175000000000013 1.0000000180025095e-35 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -4
right_child=-2 2 5 -5 -6 -7 -8 -9
leaf_value=0.00470864509301578 -0.011497426918961913 0.0033781955105022378 -0.010664150621157246 0.02868658921279528 -0.020518046647556035 0.01083246712106955 -0.019298005586329783 0.012612477186737685
leaf_weight=0.0010131556464886167 0.0010388854969641823 0.0012525317153228373 0.0012914248612512706 0.0010017077821847481 0.001028137335632896 0.001422103092367716 0.0012396516221408064 0.0013151155939708143
leaf_count=343 279 161 191 492 814 225 1142 263
internal_value=0 0.0011438 0.00362429 0.0146244 -0.00799727 -0.00108251 -0.005488 0.00107994
internal_weight=0 0.00956383 0.00752253 0.00225424 0.00204129 0.0052683 0.00384619 0.00260654
internal_count=3910 3631 2474 653 1157 1821 1596 454
is_linear=0
shrinkage=0.1


Tree=5786
num_leaves=10
num_cat=0
split_feature=11 3 0 42 0 16 4 4 0
split_gain=4.7867e-05 5.29405e-05 5.76194e-05 7.78077e-05 5.16088e-05 4.62632e-05 6.29406e-05 6.59746e-05 5.47773e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.053834999999999994 0.091230000000000019 0.076335000000000014 -0.30307999999999996 0.0057500000000000008 -0.077679999999999985 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 -7 -8
right_child=-2 2 4 -5 -6 6 8 -9 -10
leaf_value=0.00040450130570879116 -0.00041853313126973115 -0.00037351926664154023 -0.00058031846015525464 0.00050883750341372438 1.9536620184155662e-05 0.00021920150688664589 0.00062390643777314751 -0.00036171678083711257 -1.9991404475570308e-06
leaf_weight=0.0012654232149095059 0.0010118722483171286 0.0012080639433727754 0.0011803319974736865 0.001239179671413999 0.0010349341002113658 0.0012645815446304231 0.0010718405082151281 0.0018530204888222296 0.0010784989865358285
leaf_count=192 254 266 339 681 88 711 52 1054 273
internal_value=0 2.67888e-05 -2.13426e-05 5.86904e-05 -0.000300077 -2.74449e-05 5.19181e-05 -0.000126081 0.000309985
internal_weight=0 0.0111959 0.00993045 0.00771519 0.00221527 0.00647601 0.00526794 0.0031176 0.00215034
internal_count=3910 3656 3464 3037 427 2356 2090 1765 325
is_linear=0
shrinkage=0.00196078


Tree=5787
num_leaves=8
num_cat=0
split_feature=49 42 52 151 0 16 1
split_gain=1.35745e-05 4.6324e-05 4.06112e-05 4.04828e-05 3.56712e-05 6.2838e-05 6.59875e-05
threshold=-0.047894999999999993 0.092395000000000019 -0.074484999999999982 -0.039414999999999999 -0.15137999999999999 -0.055679999999999993 0.090355000000000005
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.021631839412354883 -0.012586534359674656 -0.021110596245657823 0.018900462175884019 -0.0046113020668092936 -0.0053422455155168642 -0.013170721114121337 0.029635041018492014
leaf_weight=0.0010201825823120802 0.0016927370876349051 0.0011014761492614891 0.0014004711855060935 0.0013869482950344863 0.0010908753891718671 0.0018485569510164521 0.0010668837315473557
leaf_count=250 693 746 189 255 948 564 265
internal_value=0 -0.0020298 0.000930548 0.00651098 0.00516243 0.000360079 0.0119519
internal_weight=0 0.008201 0.00709952 0.00240713 0.00540679 0.00400632 0.00215776
internal_count=3910 3405 2659 505 1966 1777 1213
is_linear=0
shrinkage=0.1


Tree=5788
num_leaves=8
num_cat=0
split_feature=50 156 42 47 13 3 43
split_gain=1.32875e-05 2.86665e-05 2.89874e-05 5.09465e-05 7.01628e-05 5.66496e-05 3.79992e-05
threshold=0.088425000000000017 0.084090000000000012 -0.090359999999999982 0.087850000000000025 0.00079000000000000012 0.096385000000000012 -0.062599999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.012522100498340126 -0.010870542139066713 -0.014118264857359456 0.009840620099994318 -0.0099847245515729145 0.031202632268623465 0.017781487410872283 -0.014501011481343001
leaf_weight=0.0010463688736222707 0.0010303277700402054 0.0010979558892970876 0.0010444816577987719 0.001691536478414901 0.0012054455683370123 0.0018015066921996644 0.001661487381403759
leaf_count=336 689 518 634 311 327 226 869
internal_value=0 0.00108267 0.00305762 0.00525928 0.00977287 0.00404186 -0.00510534
internal_weight=0 0.00954878 0.00845083 0.00740446 0.00571292 0.00450748 0.00270597
internal_count=3910 3221 2703 2367 2056 1729 1503
is_linear=0
shrinkage=0.1


Tree=5789
num_leaves=8
num_cat=0
split_feature=15 12 3 1 0 1 16
split_gain=1.27266e-05 2.8527e-05 7.75187e-05 4.45236e-05 3.5618e-05 4.02304e-05 3.73186e-05
threshold=0.091600000000000015 0.086935000000000012 -0.015064999999999997 0.077800000000000022 -0.10131499999999999 0.11052000000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -4
right_child=-2 3 4 -5 -6 -7 -8
leaf_value=0.022827725917976483 -0.010509092464736393 -0.019938436880664628 -0.0009452527304136195 0.003592262711087057 -0.016738908896957127 -0.011841822637011497 0.025552951937031679
leaf_weight=0.0017612836613104766 0.0010518285644673846 0.0014028256061704317 0.0011292627996898959 0.0018841255339870518 0.001193115078252217 0.0011253989746386451 0.0010040331488030158
leaf_count=972 644 928 143 602 358 163 100
internal_value=0 0.00108363 0.00506937 -0.00645032 -0.00195643 0.00345592 0.0115261
internal_weight=0 0.00950004 0.00621309 0.00328695 0.00445181 0.00325869 0.0021333
internal_count=3910 3266 1736 1530 764 406 243
is_linear=0
shrinkage=0.1


Tree=5790
num_leaves=9
num_cat=0
split_feature=11 16 2 4 2 2 0 0
split_gain=1.42712e-05 1.79685e-05 3.22081e-05 7.47764e-05 4.14445e-05 4.38855e-05 7.1402e-05 3.05083e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 0.089910000000000004 0.084065000000000015 -0.10131499999999999 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -4
right_child=-2 2 7 4 -6 -7 -8 -9
leaf_value=-0.010120526311910218 -0.011207526306696598 -0.025669994569115503 0.00012371396526738746 0.025779602624113412 0.019809548300959157 -0.019091179611516153 -0.0074192044405538456 0.023554896254656944
leaf_weight=0.0012305525810951653 0.001036136221010074 0.001019146588097747 0.0010074284157077014 0.0010525401003155558 0.0012511095635673649 0.0010045933171262881 0.0016848742390199345 0.0012392308864059918
leaf_count=394 279 141 116 74 642 907 892 465
internal_value=0 0.00115264 0.0028323 -0.000985121 0.00405332 -0.00121465 0.00534579 0.0130481
internal_weight=0 0.00948948 0.00825892 0.00601226 0.00499312 0.00374201 0.00273741 0.00224666
internal_count=3910 3631 3237 2656 2515 1873 966 581
is_linear=0
shrinkage=0.1


Tree=5791
num_leaves=7
num_cat=0
split_feature=4 42 0 4 4 3
split_gain=1.45068e-05 2.52783e-05 4.2598e-05 7.77153e-05 4.66359e-05 5.09162e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 0.074650000000000008 0.0057500000000000008 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0069874848266621428 0.0090399059576466798 -0.015265911729435448 0.013736727083095548 -0.026179473198473399 0.018008816031284344 -0.017540165233358905
leaf_weight=0.001882094855560289 0.0015020711604120844 0.0011729683561428087 0.0018496670826296793 0.0012169842160283228 0.0013329123981040184 0.0015379015698443073
leaf_count=1740 441 711 288 225 253 252
internal_value=0 -0.00157662 0.00047683 -0.00363152 0.0021419 -0.00404209
internal_weight=0 0.00899253 0.00781956 0.00596989 0.00475291 0.00342
internal_count=3910 3469 2758 2470 2245 1992
is_linear=0
shrinkage=0.1


Tree=5792
num_leaves=9
num_cat=0
split_feature=11 133 3 3 3 4 15 3
split_gain=4.56419e-05 3.85846e-05 6.61436e-05 5.03803e-05 6.87599e-05 4.79386e-05 6.46114e-05 5.28659e-05
threshold=0.079700000000000007 0.10064500000000001 -0.12008499999999998 -0.078884999999999997 -0.015794999999999997 -0.065054999999999988 -0.017214999999999998 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.00053032809907525608 -0.0004058102344372289 -0.00033138041162487952 -0.00030174052004996755 0.00044565377560436942 -0.00038860193641233242 0.00015623374424340834 0.00047185434421721919 -0.00033465000238692185
leaf_weight=0.0010525600531563527 0.0010201013229512992 0.0010397141160589244 0.0016232171330908029 0.0015555619418879726 0.0010934373457174322 0.0018559601065495813 0.0011437020069970001 0.0015461920680702099
leaf_count=171 254 584 1433 635 181 336 108 208
internal_value=0 2.78994e-05 6.57438e-05 1.02892e-05 8.06856e-05 -1.99884e-05 6.8676e-05 -6.68605e-05
internal_weight=0 0.0109103 0.00987063 0.00881807 0.00719485 0.00563929 0.00454585 0.00340215
internal_count=3910 3656 3072 2901 1468 833 652 544
is_linear=0
shrinkage=0.00196078


Tree=5793
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 133 2 4
split_gain=3.82777e-05 9.38769e-05 7.24879e-05 7.8051e-05 4.82584e-05 4.73879e-05 4.72216e-05 3.4152e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 0.065880000000000008 0.079395000000000007 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00049727538204099447 -0.00036875019039532206 0.00054429266132805475 -0.00051331430090390787 0.00019073304434215306 -0.00032813126152290664 0.00034810308862394574 -0.00051352535812281778 -3.2020407863080219e-05
leaf_weight=0.0011604126689168685 0.0010162217702911472 0.0012070942275672772 0.0010847285519110213 0.0015825718917359208 0.0018048136573985693 0.0014299910763425428 0.0010343105407709739 0.0012517074262017455
leaf_count=128 161 279 398 312 1150 566 398 518
internal_value=0 2.96944e-05 -3.67512e-05 2.58037e-05 -5.1216e-05 4.31074e-05 -6.96316e-05 -0.000249878
internal_weight=0 0.0105556 0.00934854 0.00826381 0.00710339 0.00529858 0.00386859 0.00228602
internal_count=3910 3749 3470 3072 2944 1794 1228 916
is_linear=0
shrinkage=0.00196078


Tree=5794
num_leaves=11
num_cat=0
split_feature=484 42 43 3 2 133 151 15 1 2
split_gain=0.000187301 4.50092e-05 5.65886e-05 0.000130203 5.68511e-05 5.61361e-05 6.73124e-05 0.000109666 8.56536e-05 8.74187e-06
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.075954999999999981 0.086875000000000022 -0.0056849999999999991 -0.044604999999999992 1.0000000180025095e-35 0.095575000000000007 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 8 9 -8
right_child=1 2 5 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00080835676336749995 -0.00033465710541581809 -0.00029426437259511093 -0.00040281506179336681 0.00088880761659794027 0.00033005376492869365 -0.00035708504610922336 -9.2262971517040256e-05 -0.00039925085607760044 0.00061216537672426031 0.00016506838195039336
leaf_weight=0.0010423643022585286 0.0010164183732268876 0.0010238474398374202 0.0011208564745837308 0.001029268349111261 0.0012398535893691019 0.0011339480170256553 0.0010094186060828237 0.0010274624289598284 0.0019547287227538327 0.0010208439432716737
leaf_count=627 254 300 797 333 427 162 129 417 342 122
internal_value=0 5.94276e-05 9.73581e-05 0.000310588 4.76814e-05 7.38289e-07 7.43302e-05 0.000171928 0.000319196 3.71268e-05
internal_weight=0 0.0115766 0.0105602 0.00329297 0.0022637 0.00726726 0.0061464 0.00501245 0.00398499 0.00203026
internal_count=3910 3283 3029 1060 727 1969 1172 1010 593 251
is_linear=0
shrinkage=0.00196078


Tree=5795
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 0 15 4
split_gain=3.32705e-05 8.73954e-05 7.68392e-05 6.26112e-05 4.06315e-05 4.72206e-05 6.14004e-05 0.000136648
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -0.017269999999999997 -0.089594999999999994 -0.018664999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00044933652515179493 -0.00034838157607212065 0.00052266376711160127 -0.0005338301009616402 0.00028556656958522052 -0.0002977427059612468 0.00031009593205599025 0.00013726792339153877 -0.00079849092242737744
leaf_weight=0.0011477100027874575 0.0010094409276608174 0.0011989192779468761 0.0010710989672970328 0.0011662930757538395 0.0018117746276904911 0.0017152845568273959 0.0014101861577891267 0.0010442806553160274
leaf_count=128 161 279 398 372 1150 275 734 413
internal_value=0 2.42102e-05 -3.95914e-05 2.42235e-05 -4.40359e-05 4.21064e-05 -8.48499e-05 -0.000260861
internal_weight=0 0.0105655 0.00936663 0.00829553 0.00714782 0.00533604 0.00362076 0.00245447
internal_count=3910 3749 3470 3072 2944 1794 1519 1147
is_linear=0
shrinkage=0.00196078


Tree=5796
num_leaves=9
num_cat=0
split_feature=11 3 124 0 42 457 52 15
split_gain=3.70854e-05 6.12584e-05 4.67128e-05 0.000114118 5.44696e-05 4.59397e-05 7.52178e-05 5.46176e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.048219999999999992 -0.053834999999999994 0.091230000000000019 0.069705000000000003 -0.0066199999999999991 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.00043256411842521508 -0.00036726354258089221 0.0003718793992282926 -0.00054301002450138217 -0.00050696583055261405 0.00044988969255668781 0.000274321348942552 0.00026928912040645247 -0.00023395317158209073
leaf_weight=0.001248466202607732 0.0010203963848730664 0.0010070455866948705 0.0012295851513275014 0.0018506393909292181 0.0010599239735832461 0.0014286164583816787 0.0017061283839211539 0.001613116349227599
leaf_count=192 254 309 611 351 624 193 417 959
internal_value=0 2.32826e-05 -2.83567e-05 -7.3705e-05 4.02309e-05 -3.241e-05 -0.000128743 2.47189e-05
internal_weight=0 0.0111435 0.00989506 0.00888801 0.00703737 0.00597745 0.00454883 0.00331924
internal_count=3910 3656 3464 3155 2804 2180 1987 1376
is_linear=0
shrinkage=0.00196078


Tree=5797
num_leaves=9
num_cat=0
split_feature=1 52 0 12 2 151 16 4
split_gain=1.5412e-05 4.55973e-05 4.0619e-05 5.96742e-05 4.67678e-05 3.57559e-05 3.56725e-05 1.52257e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089570000000000025 0.089910000000000004 -0.0032449999999999996 0.15100500000000003 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -4 -1
right_child=-2 -3 6 -5 5 -7 -8 -9
leaf_value=-0.0013659709751207933 0.0096925941604188576 -0.021468932416166275 0.023243528737298333 -0.02604495507971602 -0.0033374976165127107 0.021820189469357848 0.00065640508826759168 -0.018689698598831194
leaf_weight=0.0010006120824070318 0.0013992721775126062 0.0010236240286402862 0.0012475676711093016 0.0010147478408007978 0.0010126606847077097 0.0012778119385813713 0.0015908036326075367 0.001029120741095802
leaf_count=723 345 576 512 524 171 254 425 380
internal_value=0 -0.00157242 0.000919406 -0.00422262 0.000903101 0.0106975 0.0105843 -0.0101495
internal_weight=0 0.00919695 0.00817332 0.00533495 0.00432021 0.00229047 0.00283837 0.00202973
internal_count=3910 3565 2989 2052 1528 425 937 1103
is_linear=0
shrinkage=0.1


Tree=5798
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 4 13 4
split_gain=3.403e-05 7.01779e-05 5.98831e-05 6.30668e-05 4.08151e-05 8.21209e-05 0.000117691 6.37015e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.15927500000000003 -0.083329999999999987 -0.071149999999999977 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00043889288817755676 -0.0003507855285371903 0.00045937372184190353 -0.0004651128601770207 -0.000124296068825946 0.00023828978045562052 -0.00083745745749418436 -4.8103777650518284e-05 0.00048066687342979315
leaf_weight=0.0011916286540640782 0.0010341930524581438 0.0012460268358789458 0.001102753451951175 0.0016246988898779191 0.0015290286595437529 0.0011508365249714866 0.0019681829416974229 0.0011378682238718327
leaf_count=128 161 279 398 206 441 979 844 474
internal_value=0 2.13108e-05 -3.49322e-05 2.02142e-05 -4.71094e-05 -0.000121304 -0.000339355 0.000124881
internal_weight=0 0.010951 0.009705 0.00860224 0.00741062 0.00588159 0.00311902 0.00276257
internal_count=3910 3749 3470 3072 2944 2503 1823 680
is_linear=0
shrinkage=0.00196078


Tree=5799
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 4 42 16
split_gain=4.10225e-05 9.52149e-05 7.17499e-05 6.15286e-05 4.71564e-05 6.02718e-05 3.86713e-05 4.53011e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.15927500000000003 -0.0083799999999999986 0.084100000000000022 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00044059383234412106 -0.00038036147163781876 0.00054552144889035933 -0.0005019422144290816 0.00033886668634046445 0.00026721897138712146 -0.00040536126273446301 -0.00028974079207552905 -0.00017566382659979531
leaf_weight=0.0011760118383440481 0.0010373324895565873 0.0012130115402686778 0.0011284949684511577 0.001717296008695576 0.0015029804648532723 0.0019334615330386367 0.0011197484298353265 0.0010664089186791371
leaf_count=128 161 279 398 803 441 644 859 197
internal_value=0 2.77663e-05 -3.73536e-05 2.42119e-05 -4.25016e-05 -0.000122253 1.79759e-05 0.000141755
internal_weight=0 0.0108574 0.0096444 0.00851591 0.0073399 0.00583691 0.00390345 0.0027837
internal_count=3910 3749 3470 3072 2944 2503 1859 1000
is_linear=0
shrinkage=0.00196078


Tree=5800
num_leaves=10
num_cat=0
split_feature=4 1 42 12 13 51 151 16 4
split_gain=1.36927e-05 5.71479e-05 2.4249e-05 4.4798e-05 9.45437e-05 4.11558e-05 5.40832e-05 7.84602e-05 1.73025e-05
threshold=0.24280000000000004 0.11198000000000001 -0.090359999999999982 0.098845000000000016 0.0015650000000000002 -0.032189999999999989 -0.0074049999999999993 -0.088504999999999986 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 -8 -9
right_child=1 -3 3 -5 -6 6 7 8 -10
leaf_value=-0.016464303621513649 -0.0093676761496087682 0.022471054522208832 -0.019876131729972664 -0.019489589215660227 0.02949948168829334 0.021501264602753666 -0.026906781554645105 0.016124268684529756 -0.0023654327917213506
leaf_weight=0.0010123617997049895 0.0011084926417822749 0.0011471811068024772 0.0010807121815746175 0.0010123062224407431 0.0011218915740953163 0.001061445855892889 0.0010470464475515061 0.0010047912529160001 0.0010197800160677863
leaf_count=403 196 353 475 412 246 334 457 528 506
internal_value=0 0.00682473 -0.00195487 4.41606e-05 0.00316524 -0.00250132 0.00204185 -0.00468266 0.00681097
internal_weight=0 0.00225567 0.00836034 0.00734797 0.00633567 0.00521378 0.00413306 0.00307162 0.00202457
internal_count=3910 549 3361 2958 2546 2300 1825 1491 1034
is_linear=0
shrinkage=0.1


Tree=5801
num_leaves=10
num_cat=0
split_feature=484 133 484 133 16 16 51 3 4
split_gain=0.000152873 4.07562e-05 6.14487e-05 6.61573e-05 5.881e-05 8.00925e-05 6.66892e-05 5.3275e-05 4.22148e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 0.058050000000000011 0.0063350000000000012 0.3935300000000001 0.077145000000000005 -0.10315499999999998 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00073284150689291417 0.00022783296017926942 -0.0003103916207461244 -0.00035841449975460764 0.0006214287441923882 0.00066603231153584855 -2.0333692705861635e-05 0.00032382844197593325 -0.00055749797075136699 -9.091623128477804e-05
leaf_weight=0.0010227538425143469 0.0010488055421375114 0.0010449991621593593 0.0010300389580456893 0.0010050489990140266 0.001342612121291085 0.0012737684576188981 0.0015456056042248874 0.001271690565089459 0.001801929557794269
leaf_count=627 148 516 337 394 236 243 267 844 298
internal_value=0 5.86056e-05 9.59719e-05 0.000146355 8.87204e-05 0.000331879 -2.35225e-05 -0.000153753 -0.000283961
internal_weight=0 0.0113645 0.0103195 0.00928946 0.00828441 0.00261638 0.00566803 0.00412243 0.00307362
internal_count=3910 3283 2767 2430 2036 479 1557 1290 1142
is_linear=0
shrinkage=0.00196078


Tree=5802
num_leaves=9
num_cat=0
split_feature=11 13 39 0 2 2 49 3
split_gain=1.44023e-05 2.12354e-05 6.64634e-05 0.000108399 5.2992e-05 4.1809e-05 3.39262e-05 4.76644e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 0.11230000000000001 0.099990000000000009 -0.04682999999999999 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.0048210901498298335 -0.011209776990160052 -0.0077171651313578254 0.021254269228345161 -0.034630363492690976 -0.017589317738760889 0.02271983615573903 -0.003096163742878015 0.023614056473103922
leaf_weight=0.0010435408280890729 0.0010485723124088906 0.001220946573743574 0.0010968126485353382 0.0010567056709985256 0.0012338346747507922 0.0011683142116779002 0.0011570131656646039 0.0015810357454208738
leaf_count=297 279 186 366 328 196 209 1610 439
internal_value=0 0.00113605 -0.00145029 -0.00543501 0.000506046 0.00972618 0.00614553 0.0123272
internal_weight=0 0.0095582 0.00734635 0.00624954 0.00519283 0.00221186 0.003959 0.00273805
internal_count=3910 3631 3125 2759 2431 506 2235 2049
is_linear=0
shrinkage=0.1


Tree=5803
num_leaves=8
num_cat=0
split_feature=49 4 160 3 52 2 1
split_gain=1.44945e-05 4.30604e-05 3.76044e-05 4.05722e-05 8.68486e-05 6.13444e-05 7.12859e-05
threshold=-0.047894999999999993 0.0057500000000000008 1.0000000180025095e-35 -0.078884999999999997 0.0033900000000000002 0.10571000000000001 0.085410000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=-0.006146169310651409 -0.027794504433337426 0.020669904454725101 -0.019403120719397867 0.036542109653783565 0.01049107008963494 -0.0081031865266100369 0.0034272792702186336
leaf_weight=0.0012443543311338415 0.0012788282129333555 0.0011542644257670797 0.0010868044803273988 0.0010104566806867282 0.0011040179813160251 0.0018686363213084893 0.0018226579419371239
leaf_count=332 904 173 491 345 777 444 444
internal_value=0 0.00675827 -0.00208292 0.000574062 -0.0100561 0.00596141 0.015238
internal_weight=0 0.00239862 0.0081714 0.0070846 0.00238285 0.00470175 0.00283311
internal_count=3910 505 3405 2914 1681 1233 789
is_linear=0
shrinkage=0.1


Tree=5804
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 42 4 0
split_gain=3.82753e-05 8.85872e-05 6.74377e-05 6.51334e-05 6.04681e-05 8.022e-05 6.34911e-05 5.43916e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.084100000000000022 -0.08422499999999998 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-3.4918465043784846e-05 -0.00036556144894325538 0.00052707163993305029 -0.00048752221728976853 0.0003475881610099304 -0.00064176168418653384 -0.00038182714113442994 0.00051971859237034588 -2.7210777216807835e-05
leaf_weight=0.0016678584420183793 0.001020073814259081 0.0012299284422472032 0.001105059878871874 0.001895607028116344 0.0010862943576226151 0.0011169749858306079 0.00151367246464679 0.0011293471624428885
leaf_count=509 161 279 398 421 211 935 558 438
internal_value=0 3.18752e-05 -3.21362e-05 2.77025e-05 -6.53837e-05 7.02461e-05 0.00022896 -0.000328515
internal_weight=0 0.0107447 0.00951481 0.00840975 0.00651415 0.00429851 0.00318153 0.00221564
internal_count=3910 3749 3470 3072 2651 2002 1067 649
is_linear=0
shrinkage=0.00196078


Tree=5805
num_leaves=8
num_cat=0
split_feature=1 4 12 15 2 3 15
split_gain=1.55014e-05 3.43483e-05 2.21206e-05 5.04769e-05 6.25812e-05 9.13392e-05 4.24905e-05
threshold=0.076710000000000014 -0.083329999999999987 0.10058500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 -0.092459999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7
right_child=2 -3 -4 -5 5 6 -8
leaf_value=0.0030604881101904801 -0.013313244719518955 -0.017360603257135714 0.016305150164071528 -0.018552433194974995 0.03666275320016401 -0.0085851414197468511 0.017703836412941709
leaf_weight=0.0019263638114564623 0.0014011237119215866 0.0014388854413628759 0.0010059002315292876 0.0011535085994318888 0.0010363543784004427 0.0015954682352366943 0.0010002695912646382
leaf_count=454 460 1554 230 491 369 176 176
internal_value=0 -0.00567099 0.00255183 0.000315676 0.00463985 0.0115655 0.00154534
internal_weight=0 0.00336525 0.00719262 0.00618672 0.00503322 0.00363209 0.00259574
internal_count=3910 2008 1902 1672 1181 721 352
is_linear=0
shrinkage=0.1


Tree=5806
num_leaves=9
num_cat=0
split_feature=484 4 12 3 133 150 43 12
split_gain=0.000183972 3.96213e-05 5.85064e-05 6.56495e-05 6.14575e-05 8.36043e-05 9.31435e-05 8.35823e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.036459999999999992 0.13772500000000001 1.0000000180025095e-35 0.086645000000000014 -0.074254999999999988 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00079612873642159927 -0.00038911649769232795 0.00035628165097582762 0.00057004600776250261 0.00051582500429385556 -0.00037635174520833355 -0.00037394013436998033 0.0002621718474427598 -0.00039803252403007973
leaf_weight=0.0010332915899132185 0.0011728209106091304 0.0015802217381509923 0.0017446135509451748 0.0011402661061553319 0.0013013749422481425 0.0011819798415253309 0.0018814095773221 0.001212313752402707
leaf_count=627 282 420 300 88 911 122 245 915
internal_value=0 6.85043e-05 2.13053e-05 7.81894e-05 1.00329e-05 9.35553e-05 0.000207762 3.4626e-06
internal_weight=0 0.011215 0.00963478 0.00846196 0.00732169 0.00602032 0.00483834 0.00309372
internal_count=3910 3283 2863 2581 2493 1582 1460 1160
is_linear=0
shrinkage=0.00196078


Tree=5807
num_leaves=8
num_cat=0
split_feature=1 52 1 3 0 2 52
split_gain=1.40191e-05 3.62095e-05 3.80177e-05 6.10883e-05 4.67647e-05 4.06878e-05 4.88817e-05
threshold=0.12730000000000002 0.11401500000000002 0.11097000000000001 0.096385000000000012 -0.077944999999999987 0.081615000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.02518088100978327 0.0092554493606243262 -0.019239686539299299 -0.014116278864334234 0.021974456554826858 0.010943435942105876 -0.015656720687537411 0.013795792831643889
leaf_weight=0.0010106428551281297 0.0014002427185505492 0.0010209825627830104 0.0014216708700762739 0.0014606740014936337 0.0019888105169272178 0.0011349624479676916 0.0011191883335374649
leaf_count=405 345 576 260 155 735 615 819
internal_value=0 -0.00148835 0.000739269 0.00388476 -0.00114477 -0.00850852 -0.00103352
internal_weight=0 0.00915693 0.00813595 0.00671428 0.0052536 0.00326479 0.00225415
internal_count=3910 3565 2989 2729 2574 1839 1434
is_linear=0
shrinkage=0.1


Tree=5808
num_leaves=7
num_cat=0
split_feature=1 0 4 15 16 1
split_gain=1.70307e-05 2.67559e-05 2.27934e-05 3.58749e-05 5.86339e-05 9.5654e-05
threshold=0.076710000000000014 0.047345000000000005 -0.08422499999999998 -0.017214999999999998 -0.09601999999999998 0.11097000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.01374019718660697 -0.010714115067915999 0.0042645054177599595 0.013429028478269239 0.017772481601754486 0.0081047903973928397 -0.031097691688725271
leaf_weight=0.0019031122716548011 0.0010771071736082249 0.0014574609232705226 0.0019527330170533716 0.0016282720461017908 0.0013724355125633103 0.0011389148548622118
leaf_count=1913 389 95 448 530 293 242
internal_value=0 -0.00593166 0.00269576 0.00506658 0.000432113 -0.00967381
internal_weight=0 0.00336057 0.00716946 0.00609236 0.00446408 0.00251135
internal_count=3910 2008 1902 1513 983 535
is_linear=0
shrinkage=0.1


Tree=5809
num_leaves=8
num_cat=0
split_feature=52 150 4 12 151 1 12
split_gain=1.58484e-05 4.31872e-05 8.3654e-05 3.85704e-05 3.69177e-05 2.9625e-05 7.41185e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 0.10214500000000001 -0.0008699999999999999 0.10113500000000002 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=-0.0057954152880169973 -0.015036440809338024 -0.011945296851354962 0.029968932070526474 -0.020546664014466001 -0.01484986008879223 0.016028303149307383 0.016451258524548582
leaf_weight=0.0013056222272850707 0.001235413758184028 0.0010430756922958613 0.0013104359775772067 0.0010481047855427665 0.0017293396557594974 0.0014888937163337139 0.001344758531503701
leaf_count=720 346 157 313 354 643 337 1040
internal_value=0 0.00525969 0.0121197 -0.00289262 0.000298484 0.00445036 -0.00115724
internal_weight=0 0.00365913 0.00261606 0.00684651 0.00579841 0.00456299 0.0030741
internal_count=3910 1190 1033 2720 2366 2020 1683
is_linear=0
shrinkage=0.1


Tree=5810
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 43 4
split_gain=3.66465e-05 8.78799e-05 6.80231e-05 7.77545e-05 7.61486e-05 7.19659e-05 6.16823e-05 8.11527e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00052639308961230813 -0.00036320259845767477 0.00052133291899433452 -0.00049411269045125346 0.00044426272458206444 -0.00037379966750129525 0.00039925366842354098 0.00043217419939657392 -0.00027565223486462155
leaf_weight=0.0011352612121854552 0.0010162911881761274 0.0012217935021854613 0.0011073345756728919 0.0014023060691112123 0.0018233465143891779 0.001497157116996925 0.0013287082552949098 0.0011720748701820405
leaf_count=175 161 279 398 425 1577 213 445 237
internal_value=0 2.64352e-05 -3.74408e-05 2.30565e-05 -6.18505e-05 2.87441e-05 -9.95386e-05 0.000100428
internal_weight=0 0.010688 0.00946619 0.00835885 0.00695655 0.00582129 0.00432413 0.00250078
internal_count=3910 3749 3470 3072 2647 2472 2259 682
is_linear=0
shrinkage=0.00196078


Tree=5811
num_leaves=10
num_cat=0
split_feature=11 3 1 13 4 4 15 3 42
split_gain=5.27968e-05 5.41696e-05 4.03225e-05 9.16325e-05 6.77419e-05 0.000116943 5.3315e-05 6.54561e-05 4.48099e-05
threshold=0.079700000000000007 -0.12008499999999998 0.088010000000000019 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008 -1.0000000180025095e-35 -0.055684999999999991 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 8 -5 -6 -3 -8 -4
right_child=-2 2 3 4 5 -7 7 -9 -10
leaf_value=0.00041122312690266741 -0.00043660070180167232 -0.00053160875546700767 0.00070477294332770728 -0.00052467042786458749 0.00053579348596518911 -0.00025797070519812971 -0.00040359562903491793 0.00023801821240032991 0.00012646406059408274
leaf_weight=0.0012507800871982841 0.0010329065288656467 0.0011616354031757812 0.0010182854263851063 0.0010487726786007089 0.0011769118453257565 0.0018126714525610638 0.0010337548915610633 0.0014959273582423856 0.0010425031801318684
leaf_count=192 254 1021 367 226 60 169 972 132 517
internal_value=0 2.69768e-05 -2.21125e-05 7.57819e-05 -9.5904e-05 5.45111e-05 -0.000183863 -2.41773e-05 0.00041222
internal_weight=0 0.0110412 0.00979046 0.00609914 0.00403836 0.00298958 0.00369132 0.00252968 0.00206079
internal_count=3910 3656 3464 1339 455 229 2125 1104 884
is_linear=0
shrinkage=0.00196078


Tree=5812
num_leaves=8
num_cat=0
split_feature=43 4 13 0 48 13 4
split_gain=1.44627e-05 4.60323e-05 4.2616e-05 4.21892e-05 4.06596e-05 7.64165e-05 5.63248e-05
threshold=-0.057994999999999998 -0.34687499999999999 0.17936000000000002 -0.077944999999999987 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7
right_child=1 4 -4 -5 -6 6 -8
leaf_value=-0.0023186594086719928 -0.020928548745874766 -0.013601254260229357 -0.011942017880206207 0.022781847740006335 -0.012264757271868418 0.032865825393291234 0.0034299898203303692
leaf_weight=0.0012100912409971497 0.0011640637271839484 0.0012798785624610798 0.0010772873747200901 0.0014993094558947021 0.0016447914301437752 0.0011452094626599415 0.0015034406931949962
leaf_count=1043 227 1141 206 525 308 225 235
internal_value=0 -0.00284206 0.00488191 0.0115713 0.00093555 0.00646224 0.0161573
internal_weight=0 0.00673738 0.00378669 0.0027094 0.00557332 0.00392853 0.00264865
internal_count=3910 2136 1774 1568 1909 1601 460
is_linear=0
shrinkage=0.1


Tree=5813
num_leaves=9
num_cat=0
split_feature=4 1 42 51 12 43 1 16
split_gain=1.56235e-05 5.61311e-05 2.41585e-05 4.47245e-05 4.7226e-05 6.9637e-05 4.12796e-05 7.7275e-05
threshold=0.24280000000000004 0.11198000000000001 -0.090359999999999982 -0.032189999999999989 0.096055000000000015 -0.083899999999999988 0.095575000000000007 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.016583302251681059 -0.0088224625924081587 0.022788396487662569 -0.016254663170194784 0.030236536499203645 -0.015790051698031063 0.0095691689793514639 0.016153219036003554 -0.025911561838383518
leaf_weight=0.0010068354871494373 0.001098997887259901 0.0011490546784488839 0.0013789254662954888 0.0010821070466676755 0.0010202834289979937 0.0013967992251973202 0.0012657080566447288 0.0010950850560497148
leaf_count=403 196 353 640 403 433 433 266 783
internal_value=0 0.0073349 -0.00206964 -5.0978e-05 0.00376195 0.00788381 0.0014467 -0.00602322
internal_weight=0 0.00224805 0.00824574 0.00723891 0.00585998 0.0048397 0.00375759 0.00249188
internal_count=3910 549 3361 2958 2318 1885 1482 1216
is_linear=0
shrinkage=0.1


Tree=5814
num_leaves=10
num_cat=0
split_feature=484 42 160 0 3 42 3 15 43
split_gain=0.000190005 5.59127e-05 6.83944e-05 7.20869e-05 8.92758e-05 6.86229e-05 0.000102231 9.83964e-05 1.76397e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.15007499999999999 0.11476000000000001 0.084100000000000022 -0.078884999999999997 -0.011959999999999998 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 -4 7 -7 -5 -2
right_child=1 2 3 5 -6 6 -8 -9 -10
leaf_value=-0.00080810483920786588 -5.2576700947599286e-05 -0.00030973308497770101 0.00020841822989014529 0.00098891546432876244 -0.00053438180888061885 -0.0002855036056592981 0.00047014319183659149 0.0002515790547175477 -0.00041638774480971585
leaf_weight=0.0010524246967999517 0.0010373346313723168 0.0012187903921674547 0.0015828854940572162 0.001075168492947962 0.001024861908805616 0.0014050770472468753 0.0013494200349554203 0.0019722651866193345 0.0010125219677596564
leaf_count=627 149 537 144 280 75 525 434 301 838
internal_value=0 6.17632e-05 0.000124364 0.000187276 -8.35071e-05 0.000308983 8.46855e-05 0.00051172 -0.00023228
internal_weight=0 0.0116783 0.00962847 0.00840968 0.00260775 0.00580193 0.0027545 0.00304743 0.00204986
internal_count=3910 3283 2296 1759 219 1540 959 581 987
is_linear=0
shrinkage=0.00196078


Tree=5815
num_leaves=9
num_cat=0
split_feature=484 1375 1 3 3 2 2 2
split_gain=0.000132927 3.70676e-05 4.06632e-05 5.17408e-05 4.6014e-05 8.57636e-05 5.99474e-05 4.99314e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10752500000000002 0.11265500000000002 -0.115685 0.10457000000000001 0.093655000000000002 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.00068859064458755336 -0.00029527873493999677 0.00029379175556612915 0.00047079490003755178 -2.8269269279617339e-05 0.00017096675687106424 -0.00055741958819294658 0.00046466761444723077 -0.00034421569524570566
leaf_weight=0.0010076222603492774 0.0010483175379508982 0.0015983502656015912 0.0019809377764455271 0.0013382683124906324 0.0014174292921540169 0.0011540737871098897 0.001001374718278956 0.0014769494935821389
leaf_count=627 146 269 436 209 638 332 344 909
internal_value=0 5.54451e-05 9.23324e-05 0.000269578 3.84004e-06 -8.79343e-05 5.11456e-05 -9.19216e-05
internal_weight=0 0.0110157 0.00996738 0.00331921 0.00664818 0.00504983 0.00389575 0.00289438
internal_count=3910 3283 3137 645 2492 2223 1891 1547
is_linear=0
shrinkage=0.00196078


Tree=5816
num_leaves=10
num_cat=0
split_feature=48 48 51 2 4 0 16 15 3
split_gain=3.81918e-05 8.85683e-05 7.02192e-05 6.76706e-05 5.34122e-05 9.31483e-05 7.0382e-05 3.85717e-05 4.38677e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 -0.0054549999999999989 0.085120000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00044871685831679095 -0.00037038585471514988 0.0005200603318779041 -0.00050665439914567175 0.00041312064566089796 -0.0004009233695209153 0.00043907733718695979 -0.00058008220603673823 0.00031127586216242822 0.00014500924993124487
leaf_weight=0.0011227785752166769 0.0010251984606699663 0.0012334057739128738 0.0010901506523061473 0.0014162505767739992 0.0011681654203728818 0.0015033435065264326 0.0010118418880949416 0.0010983368979199304 0.001097564236855987
leaf_count=175 161 279 398 425 808 213 537 778 136
internal_value=0 2.57143e-05 -3.84108e-05 2.22258e-05 -5.68377e-05 1.80007e-05 -0.00012666 9.71976e-06 -0.000136463
internal_weight=0 0.0107418 0.00950843 0.00841828 0.00700203 0.00587925 0.00437591 0.00336407 0.00226573
internal_count=3910 3749 3470 3072 2647 2472 2259 1722 944
is_linear=0
shrinkage=0.00196078


Tree=5817
num_leaves=11
num_cat=0
split_feature=147 52 150 159 133 43 2 3 16 1
split_gain=4.18501e-05 3.91958e-05 5.38892e-05 4.22948e-05 5.64509e-05 5.38231e-05 0.000107234 0.000148135 7.02177e-05 5.34394e-05
threshold=1.0000000180025095e-35 0.15091000000000002 0.088380000000000014 0.089615000000000014 -0.0023199999999999996 0.070805000000000021 0.10796500000000002 -0.08824499999999999 -0.078844999999999985 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11
leaf_value=-0.00029721795652070103 0.00037096262439455339 -0.00041198409829275979 -0.00040910414651780015 -0.00033590241718195148 -0.00041782628297021746 0.00057404520887831126 -0.00041358407679583753 0.00086868631562251372 -3.2681526058403511e-05 0.00058048615656478778
leaf_weight=0.001209805262370172 0.0010033318566943497 0.0010275299550572435 0.0011477861122914873 0.0010038955124981527 0.0010121054964876289 0.0010351618840282878 0.0012677008283027312 0.0010158334642442449 0.0012039940945640132 0.0010006281652131721
leaf_count=906 234 481 247 381 335 84 326 264 467 185
internal_value=0 -4.74797e-05 -9.63565e-06 4.27701e-05 9.18516e-05 0.000163874 8.66791e-05 0.000236514 0.000442156 0.000245621
internal_weight=0 0.0109244 0.00989691 0.00874912 0.00774523 0.00653542 0.00550026 0.00423256 0.00322046 0.00220462
internal_count=3910 3676 3195 2948 2567 1661 1577 1251 916 652
is_linear=0
shrinkage=0.00196078


Tree=5818
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 2 13 1
split_gain=1.52161e-05 3.25939e-05 6.00692e-05 4.93049e-05 5.52811e-05 5.71232e-05 4.66455e-05 4.68336e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11119000000000002 0.082870000000000013 -0.074234999999999982 0.090815000000000021 0.0024700000000000004 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0099213986499053844 -0.0011265438892418354 0.013417481443071588 -0.025887308558259409 0.01786044720285019 -0.033712875547597797 -0.0020296010451183212 -0.012025897030549411 0.028221558879071934
leaf_weight=0.0013301016387763107 0.001174441602638334 0.001261574571296646 0.0010734239623846628 0.0012113948167778591 0.0010374879330564859 0.0012603340803517041 0.0012074049373258381 0.0010125348219535712
leaf_count=210 1372 419 140 214 283 384 457 431
internal_value=0 -0.00151835 -0.00388047 -0.000458674 -0.00435729 -0.0163349 0.00375094 0.0124612
internal_weight=0 0.0092386 0.00797702 0.0069036 0.0056922 0.00229782 0.00339438 0.00218698
internal_count=3910 3700 3281 3141 2927 667 2260 1803
is_linear=0
shrinkage=0.1


Tree=5819
num_leaves=10
num_cat=0
split_feature=484 42 484 43 16 16 13 42 43
split_gain=0.000153341 5.31916e-05 6.43716e-05 9.34898e-05 8.41658e-05 7.60377e-05 7.1648e-05 6.99928e-05 1.49676e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087270000000000014 -0.074254999999999988 0.15737500000000001 -0.074719999999999995 -0.09547499999999999 0.088915000000000008 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 7 5 6 -5 -3 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00073308526967113868 -6.4258421240887651e-05 0.0008775295617394972 -0.00033386131299667591 0.00034315606405451853 -0.00045858309718067191 0.00049867826996478383 -0.00026933768053906187 0.00021397502980679832 -0.00039614986894230184
leaf_weight=0.0010310985103526701 0.0010714391571039436 0.0010594255188489544 0.0010641398493784057 0.0012139345938040505 0.0010587504846685967 0.0016104585536170042 0.0018583430930347142 0.001444447434916717 0.001019524675295144
leaf_count=627 149 345 337 224 223 375 468 324 838
internal_value=0 5.65211e-05 0.000119996 0.00017857 4.06903e-05 0.000153574 -2.73259e-05 0.000494735 -0.000226084
internal_weight=0 0.0114005 0.0093095 0.00824536 0.00574149 0.00468274 0.00307228 0.00250387 0.00209096
internal_count=3910 3283 2296 1959 1290 1067 692 669 987
is_linear=0
shrinkage=0.00196078


Tree=5820
num_leaves=9
num_cat=0
split_feature=48 16 15 47 2 0 1 42
split_gain=3.28734e-05 9.19853e-05 5.07805e-05 7.10409e-05 8.2562e-05 6.15046e-05 9.49176e-05 8.80357e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.092255000000000018 0.11290500000000002 -0.10783 0.088495000000000018 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00054380815097576207 -0.00034448761782198816 -0.00042918872785728968 0.0001425103240739499 0.00043347407423852314 0.00044383276385291117 -0.00035794011744020318 -0.00079483355009904585 0.00034071076626305646
leaf_weight=0.0011774173570822328 0.0010020732513956092 0.0011209858540948041 0.0018649502290697404 0.0013153681298898072 0.0010497758167673857 0.0019645471016636654 0.0010517397337580282 0.0010716971247820284
leaf_count=249 161 418 277 211 294 965 572 763
internal_value=0 2.70375e-05 -3.74239e-05 1.53723e-05 -6.31627e-05 -0.000152569 -0.000287185 -0.000111339
internal_weight=0 0.0106165 0.00943906 0.00831808 0.00700271 0.00595293 0.00408798 0.00303624
internal_count=3910 3749 3500 3082 2871 2577 2300 1728
is_linear=0
shrinkage=0.00196078


Tree=5821
num_leaves=9
num_cat=0
split_feature=11 3 1 3 15 4 15 2
split_gain=4.86425e-05 4.59279e-05 5.65529e-05 9.53338e-05 0.000130427 7.48314e-05 5.76283e-05 4.61809e-05
threshold=0.079700000000000007 -0.12008499999999998 0.095575000000000007 0.084925000000000014 0.035895000000000003 0.053925000000000008 -0.106555 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -5
right_child=-2 2 5 7 -6 6 -8 -9
leaf_value=0.00037942194570719459 -0.00041583618333999449 -0.00077648197221620759 0.00043013456676412211 0.00045977857464462809 4.7040166407451976e-05 0.00022837516629165003 -0.00033372398466084891 -0.00012183477366562973
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internal_value=0 2.9161e-05 -1.61586e-05 -0.000160471 -0.000386856 0.000136807 -6.83253e-05 0.000158987
internal_weight=0 0.0111239 0.00984953 0.00506812 0.00296615 0.00478141 0.0028137 0.00210197
internal_count=3910 3656 3464 2529 2364 935 474 165
is_linear=0
shrinkage=0.00196078


Tree=5822
num_leaves=8
num_cat=0
split_feature=4 15 12 3 2 42 12
split_gain=1.43676e-05 5.23263e-05 3.29395e-05 3.75425e-05 6.13379e-05 4.532e-05 0.000146041
threshold=0.24280000000000004 -0.14487999999999998 -0.036459999999999992 0.11476000000000001 0.094010000000000024 0.085195000000000007 0.083325000000000024
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.018950131446107001 0.02133770850487832 -0.0090764611315070822 0.011962655544979701 0.014729311674558194 -0.020595669793230492 0.017784733116351429 -0.034439294901710903
leaf_weight=0.001008758344966873 0.0011971286800679013 0.0010724270509866354 0.0019553998164012656 0.0014509992381920578 0.0015114673900429075 0.0013775014838491267 0.0010384869757489971
leaf_count=279 348 201 264 129 763 963 963
internal_value=0 0.00696618 -0.00200753 0.000322893 -0.00323043 0.00277384 -0.00413275
internal_weight=0 0.00226956 0.00834261 0.00733385 0.00588286 0.00437139 0.00299389
internal_count=3910 549 3361 3082 2953 2190 1227
is_linear=0
shrinkage=0.1


Tree=5823
num_leaves=8
num_cat=0
split_feature=159 1 2 42 160 2 2
split_gain=1.51634e-05 3.34218e-05 3.80907e-05 5.54962e-05 4.56297e-05 3.95926e-05 9.14464e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 0.08221500000000001 0.084835000000000008 0.10113500000000002 0.11290500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=-0.011111268645093987 5.2117640433040288e-05 0.018119122235693619 0.011559584326076951 -0.028595234251050428 0.019564370519673996 -0.031701467430581248 0.006911143138863993
leaf_weight=0.0011149945793619718 0.0019313862790378711 0.0010413115167766948 0.0014996920614078271 0.001040555148986458 0.001412588319769331 0.0010404656509356664 0.0014941355502910781
leaf_count=633 640 298 819 587 303 267 363
internal_value=0 0.00121854 -0.000871873 -0.00997808 0.00409668 -0.00131926 -0.00893951
internal_weight=0 0.00946013 0.00841882 0.00297194 0.00544688 0.00403429 0.0025346
internal_count=3910 3277 2979 1227 1752 1449 630
is_linear=0
shrinkage=0.1


Tree=5824
num_leaves=9
num_cat=0
split_feature=11 3 1 4 15 15 0 13
split_gain=5.15452e-05 8.83534e-05 4.98674e-05 9.87523e-05 8.63307e-05 8.13961e-05 7.82302e-05 1.95456e-05
threshold=0.079700000000000007 -0.12008499999999998 0.095575000000000007 0.053925000000000008 -0.0058549999999999991 -0.106555 -0.024394999999999997 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 7 -6
right_child=-2 2 3 5 6 -7 -8 -9
leaf_value=0.00051830891548207045 -0.00043436159736707987 -0.00050290692615935831 0.00044643484177438219 0.00022496777380225284 6.3514545912706549e-05 -0.00045059681022009657 -0.00039796300235474117 0.00044629894326707591
leaf_weight=0.0012621586109513245 0.0010018026753422652 0.0018700451469190744 0.0019705344895307119 0.0013097448234958623 0.0010288037350025517 0.0014391123762126166 0.0010784935250171567 0.0010226654638529769
leaf_count=192 254 1156 461 305 946 169 106 321
internal_value=0 3.02501e-05 -3.31291e-05 0.000111435 -0.00016958 -0.000128711 2.95716e-05 0.000254334
internal_weight=0 0.0109816 0.0097194 0.00471939 0.00500001 0.00274886 0.00312996 0.00205147
internal_count=3910 3656 3464 935 2529 474 1373 1267
is_linear=0
shrinkage=0.00196078


Tree=5825
num_leaves=9
num_cat=0
split_feature=11 3 15 3 15 48 0 0
split_gain=1.38527e-05 2.7216e-05 2.58918e-05 6.6059e-05 5.46057e-05 5.23502e-05 6.00727e-05 3.72062e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.017214999999999998 0.10666500000000002 0.085120000000000015 0.081315000000000012 -0.18901999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.014502319172622952 -0.011076610220918591 -0.030711196731407847 -0.01824433327727527 0.023761592277241839 0.011959354906863241 -0.010066147482572936 0.021434156545536018 -0.0040649240589293719
leaf_weight=0.001309083860178248 0.0010339291529611145 0.001070316671858642 0.0013128548835911048 0.0012619686654272298 0.0011001860824086636 0.0013704479013825488 0.0010844919032158935 0.0010266441541097611
leaf_count=247 279 250 596 105 1041 105 516 771
internal_value=0 0.00110975 -0.0010213 0.00522223 -0.00447346 -0.00606206 0.0038494 -0.0176655
internal_weight=0 0.00953599 0.00822691 0.00367501 0.00241304 0.0045519 0.00245494 0.00209696
internal_count=3910 3631 3384 1742 1637 1642 621 1021
is_linear=0
shrinkage=0.1


Tree=5826
num_leaves=9
num_cat=0
split_feature=52 51 1 42 160 12 12 52
split_gain=4.19559e-05 4.79607e-05 5.12799e-05 5.40267e-05 6.24633e-05 6.05384e-05 7.4302e-05 6.0433e-05
threshold=-0.27466499999999994 -0.09021499999999999 0.11561500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095295000000000019 0.085185000000000025 -0.040174999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.00037180498605342364 0.00042141527448116573 -0.00047134636176064876 0.00029764236524062272 -0.0003723984968441772 -0.00037873518314618501 -0.00032687582552151103 0.00055534014279610771 0.00021379615355010079
leaf_weight=0.0011124612991857486 0.0010735891310726083 0.0011607169022229283 0.0016690782702340973 0.0014731832156818355 0.0010131152382177209 0.0011056973352221175 0.0014180139371726096 0.0019082902912113363
leaf_count=425 319 865 435 727 189 217 464 269
internal_value=0 2.80771e-05 -1.52425e-05 -7.98827e-05 -1.4205e-05 8.27048e-05 0.000187067 8.31201e-06
internal_weight=0 0.0108217 0.0097481 0.00807902 0.0069183 0.00544512 0.00433942 0.00292141
internal_count=3910 3485 3166 2731 1866 1139 922 458
is_linear=0
shrinkage=0.00196078


Tree=5827
num_leaves=10
num_cat=0
split_feature=11 3 151 3 52 51 1 4 16
split_gain=4.83568e-05 6.29211e-05 3.44706e-05 4.44948e-05 5.91439e-05 6.05705e-05 4.64432e-05 7.98761e-05 3.85078e-05
threshold=0.079700000000000007 -0.12008499999999998 1.0000000180025095e-35 -0.078884999999999997 -0.14859499999999998 -0.025709999999999997 0.077800000000000022 -0.0010999999999999996 -0.110495
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 -9
right_child=-2 2 -4 4 5 6 7 8 -10
leaf_value=0.00044842805740983742 -0.00041047778575743912 -0.00026294140561998225 -0.00035738080100670803 0.00052525182198558422 -0.00041889054589971589 -0.00019195639860823506 0.00068878085617156838 0.00024840982453731749 -0.00024193427697979242
leaf_weight=0.0012543171361678726 0.0010237460805067921 0.001697379855426116 0.0010298743285259782 0.0010283683336944046 0.0010203601613011995 0.0014347928816164008 0.0010211886133744889 0.00143858963280615 0.0010765367181316916
leaf_count=192 254 1637 206 232 248 434 293 289 125
internal_value=0 3.50593e-05 -1.81356e-05 2.19437e-05 9.08282e-05 1.62643e-05 0.000105583 0.000226304 3.85303e-05
internal_weight=0 0.0110014 0.00974709 0.00871722 0.00701984 0.00599147 0.00497111 0.00353631 0.00251513
internal_count=3910 3656 3464 3258 1621 1389 1141 707 414
is_linear=0
shrinkage=0.00196078


Tree=5828
num_leaves=10
num_cat=0
split_feature=48 16 15 15 47 2 52 3 4
split_gain=4.43472e-05 8.91326e-05 4.69607e-05 7.93436e-05 7.34736e-05 7.32961e-05 6.54576e-05 7.41818e-05 0.00010116
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.085165000000000018 0.11290500000000002 0.086950000000000013 -0.089974999999999986 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10
leaf_value=0.00052993836341850393 -0.00040269545831403181 -0.00041350767940190623 0.0005202698804457266 -0.00055471231822873336 0.00042717353101128414 0.00034572595594197967 -0.00062068356858225595 0.00049357881355302047 -0.00023585832684026872
leaf_weight=0.0012009194978169725 0.0010133506965877377 0.001122672902739724 0.0010410050568581634 0.0010649912942036614 0.001035060762267879 0.0010219750135928105 0.0012479781725702587 0.0011899269977558708 0.0018950777568137055
leaf_count=249 161 418 177 410 213 276 740 455 811
internal_value=0 2.62714e-05 -3.66128e-05 1.31905e-05 -5.76172e-05 -0.000135778 -0.000226939 -0.000108533 4.54952e-05
internal_weight=0 0.0108196 0.00961869 0.00849602 0.00745501 0.00641995 0.00539797 0.00415 0.003085
internal_count=3910 3749 3500 3082 2905 2692 2416 1676 1266
is_linear=0
shrinkage=0.00196078


Tree=5829
num_leaves=8
num_cat=0
split_feature=4 15 12 49 12 0 1
split_gain=1.93926e-05 4.6332e-05 2.63926e-05 3.75487e-05 6.99849e-05 5.93816e-05 4.04662e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.036459999999999992 -0.00064499999999999985 0.051320000000000005 -0.053834999999999994 0.09112000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 -4
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.017454777374919999 0.021604719837563634 -0.0070212928679315228 0.001200514588485393 0.020126222955715214 0.007072982024117146 -0.020373448648726006 -0.025785707392894808
leaf_weight=0.0010123633776148088 0.0011990940241487027 0.0010698828634124692 0.0012283074726461788 0.001836719482713359 0.0019029857257058659 0.0013457207885035662 0.0010146733357725042
leaf_count=279 348 201 388 251 2019 258 166
internal_value=0 0.00810679 -0.00232005 -0.000229304 0.00452451 -0.00429623 -0.0110074
internal_weight=0 0.00226898 0.00834077 0.00732841 0.00508543 0.00324871 0.00224298
internal_count=3910 549 3361 3082 2528 2277 554
is_linear=0
shrinkage=0.1


Tree=5830
num_leaves=9
num_cat=0
split_feature=4 1 4 42 4 48 16 2
split_gain=1.5761e-05 4.4087e-05 2.41486e-05 5.02129e-05 4.20926e-05 5.39298e-05 5.83044e-05 5.92692e-05
threshold=0.24280000000000004 0.11198000000000001 0.055260000000000011 0.086700000000000013 0.0057500000000000008 0.087035000000000015 -0.083564999999999987 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.024698773139685642 -0.006896941661971104 0.021022062767277597 -0.014070940515565677 -0.018739656425456667 0.021096690266262954 -0.02059405004246833 -0.017080400459968101 0.013910307906636872
leaf_weight=0.0011038250135283149 0.0011109235193580097 0.0011522349671005186 0.001400250338088359 0.0011511206847415571 0.0011670762884209932 0.0010090180590907336 0.00135034169381882 0.001136506912110608
leaf_count=377 196 353 347 1058 145 316 815 303
internal_value=0 0.00731738 -0.0020948 0.000329288 0.00413569 -0.000167807 0.00557219 -0.00291743
internal_weight=0 0.00226316 0.00831814 0.00691789 0.00576677 0.00459969 0.00359067 0.00248685
internal_count=3910 549 3361 3014 1956 1811 1495 1118
is_linear=0
shrinkage=0.1


Tree=5831
num_leaves=10
num_cat=0
split_feature=484 133 1375 3 12 4 12 42 2
split_gain=0.000143082 4.28343e-05 4.89408e-05 5.05078e-05 5.7987e-05 7.02109e-05 5.89168e-05 4.83255e-05 3.87461e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -1.0000000180025095e-35 0.092005000000000017 0.080120000000000011 0.08734500000000002 -0.0089849999999999982 0.084685000000000024 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 -4 -6 -5
right_child=1 -3 3 8 5 -7 -8 -9 -10
leaf_value=-0.00071883697794780297 -0.00030612841461050746 -0.00032498656888563422 0.00013824138085928296 0.00019209931041465019 -0.00038173419877698213 0.00044212902739413008 0.00076694417574194214 0.00015764582835523647 -0.00029519683449013987
leaf_weight=0.0010027554103132505 0.0010479847631868168 0.001032930756625145 0.0010440501995811024 0.001085253291677527 0.0012275947583514518 0.0014234418998766794 0.0012703614934762605 0.0013310935956707104 0.0014867870849811237
leaf_count=627 142 516 364 158 844 177 168 710 204
internal_value=0 5.50047e-05 9.45854e-05 0.000141937 0.000236511 9.30586e-05 0.000483331 -0.000101135 -8.95859e-05
internal_weight=0 0.0109495 0.00991657 0.00886858 0.00629654 0.00398213 0.00231441 0.00255869 0.00257204
internal_count=3910 3283 2767 2625 2263 1731 532 1554 362
is_linear=0
shrinkage=0.00196078


Tree=5832
num_leaves=8
num_cat=0
split_feature=43 13 0 4 48 13 4
split_gain=1.83986e-05 3.49257e-05 3.89273e-05 3.35064e-05 3.74346e-05 6.87114e-05 5.17746e-05
threshold=-0.053009999999999995 0.17936000000000002 -0.077944999999999987 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.001802746571757901 -0.018704002522713283 -0.0098468044142411473 0.022164905694217227 -0.013712020303244263 -0.012604472887722696 0.030488107858148723 0.0023134460806994517
leaf_weight=0.0012250292816722548 0.0011572587258718344 0.0010700546505084526 0.001516557944025782 0.0012833018229715517 0.0016613546186945872 0.0011466955508569604 0.0015125458787474434
leaf_count=1052 224 206 540 1127 307 220 234
internal_value=0 0.00547515 0.0114554 -0.00321288 -1.38098e-05 0.00529179 0.0144627
internal_weight=0 0.00381164 0.00274159 0.00676116 0.0056039 0.00394254 0.00265924
internal_count=3910 1798 1592 2112 1888 1581 454
is_linear=0
shrinkage=0.1


Tree=5833
num_leaves=9
num_cat=0
split_feature=49 42 4 151 16 15 15 12
split_gain=1.75419e-05 4.18122e-05 3.96859e-05 3.35375e-05 8.54163e-05 5.68977e-05 5.61033e-05 3.69192e-05
threshold=-0.047894999999999993 0.092395000000000019 0.0057500000000000008 -1.0000000180025095e-35 -0.23935499999999996 -0.038029999999999987 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.0050258267917217001 -0.01632367962372153 -0.020595690858870856 0.020756924466470986 0.027424442931037768 -0.018216289821785994 0.028436341321599473 -0.012686934988850455 0.0021257409409480205
leaf_weight=0.0012325841074236866 0.0010128863124873027 0.00108109401089964 0.0011577775110320407 0.0011842809722848223 0.0015666355015475052 0.001009958505777217 0.001170553638230396 0.0011300794372070266
leaf_count=332 391 746 173 259 716 170 953 170
internal_value=0 -0.00227931 0.00746211 0.000519758 0.00333432 -0.00251521 0.00491484 0.0145426
internal_weight=0 0.00815549 0.00239036 0.00707439 0.00606151 0.00487723 0.00331059 0.00214004
internal_count=3910 3405 505 2659 2268 2009 1293 340
is_linear=0
shrinkage=0.1


Tree=5834
num_leaves=9
num_cat=0
split_feature=43 15 4 52 457 3 12 0
split_gain=1.63201e-05 3.50382e-05 5.43521e-05 3.23085e-05 5.28158e-05 4.39717e-05 0.000106348 6.60758e-05
threshold=-0.053009999999999995 -0.053579999999999996 -0.084009999999999987 -0.087094999999999992 0.041935000000000007 0.090325000000000003 0.080120000000000011 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -7
right_child=3 2 -4 4 -6 7 -8 -9
leaf_value=0.017508293875598213 -0.018835647505261968 0.012936304191588643 -0.017424061033064955 0.029768719867335314 0.020691770977705165 -0.030544420686724416 -0.013488594488531442 0.003344013779964575
leaf_weight=0.001434029292363785 0.0010837674662285308 0.0011739784992631811 0.0011847144382052663 0.0010013386734491019 0.0010134488937461389 0.0011997770597793576 0.0013143246450142137 0.001105516847563489
leaf_count=841 382 316 641 176 141 126 1142 145
internal_value=0 0.00518145 -0.00231297 -0.00302357 1.78544e-05 -0.00451626 0.00521672 -0.014293
internal_weight=0 0.00379272 0.00235869 0.00671817 0.00563441 0.00462096 0.00231566 0.00230529
internal_count=3910 1798 957 2112 1730 1589 1318 271
is_linear=0
shrinkage=0.1


Tree=5835
num_leaves=10
num_cat=0
split_feature=158 50 1 12 52 2 151 16 15
split_gain=5.17533e-05 4.6457e-05 4.73859e-05 0.000105668 9.51659e-05 8.61776e-05 9.92495e-05 5.76595e-05 5.01448e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 8 -1
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00054359764456483005 -0.00044056437235428928 -0.00037271982550931654 -0.00044820976841005372 0.00067535125599399166 0.00056693280169757586 -0.00032135621012015773 0.00046570165724813998 0.00026026106004505657 2.6265608639990278e-05
leaf_weight=0.0013220801641800381 0.0010039131666920364 0.0010251984150369308 0.0016037559519405621 0.0012565896322411672 0.0010556758168988028 0.0010669697993144491 0.0014573756429365314 0.0010663708586603404 0.0010775199166851532
leaf_count=572 488 655 377 198 182 166 307 207 758
internal_value=0 2.46249e-05 6.57457e-05 0.00016523 4.15726e-05 -9.27773e-05 0.000133034 -0.000119113 -0.000287705
internal_weight=0 0.0109315 0.00990634 0.00644037 0.00518378 0.0041281 0.00252435 0.00346597 0.0023996
internal_count=3910 3422 2767 1230 1032 850 473 1537 1330
is_linear=0
shrinkage=0.00196078


Tree=5836
num_leaves=10
num_cat=0
split_feature=11 3 1 13 4 4 47 15 3
split_gain=5.29825e-05 7.63756e-05 4.94911e-05 7.59004e-05 8.13099e-05 9.99722e-05 5.94472e-05 5.64522e-05 5.26519e-05
threshold=0.079700000000000007 -0.12008499999999998 0.088010000000000019 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008 0.081905000000000019 -1.0000000180025095e-35 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 6 -5 -6 -4 -3 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
leaf_value=0.00049096542812825312 -0.00043162143462959754 -0.00056162862013841013 0.00073058514815741045 -0.00053532812242838216 0.00053825101045051763 -0.00019858932490338156 5.7797786017522387e-05 -0.00037275003104977818 0.00020330877613700663
leaf_weight=0.0012576682779566065 0.0010163999396105216 0.0011526815981991686 0.0010168654089319558 0.0010601334034973002 0.0011847910540492281 0.0017589141814030272 0.0010029705042690089 0.0010478071761260224 0.0014600008573850351
leaf_count=192 254 1021 665 226 60 169 219 972 132
internal_value=0 3.63855e-05 -2.26501e-05 8.662e-05 -6.97096e-05 9.79763e-05 0.000396506 -0.000202464 -3.73789e-05
internal_weight=0 0.0109418 0.00968416 0.00602367 0.00400384 0.00294371 0.00201984 0.00366049 0.00250781
internal_count=3910 3656 3464 1339 455 229 884 2125 1104
is_linear=0
shrinkage=0.00196078


Tree=5837
num_leaves=9
num_cat=0
split_feature=484 159 150 48 16 13 2 42
split_gain=0.000166024 4.25645e-05 5.21366e-05 4.79928e-05 0.000103133 8.01776e-05 6.93856e-05 3.16139e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.090695000000000012 0.016865000000000002 -0.12467499999999999 -0.094679999999999986 0.090905000000000014 -0.088249999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.0007636362119125494 0.00037112493409826008 0.00037368669546832927 -0.0003522146831645056 -0.00018804650082212336 0.00061712561802922041 0.00029684043959251374 -0.00050793485233524701 -0.00013419052248845434
leaf_weight=0.0010211247140780111 0.0014575677255225985 0.0014671370594559726 0.0012867122888699694 0.0010174919930702249 0.0015332668901564901 0.0010055448820750915 0.001463778873174182 0.0018724400463880379
leaf_count=627 181 522 282 129 363 228 651 927
internal_value=0 6.25536e-05 1.51857e-05 7.18005e-05 0.000295944 -2.67862e-05 -0.000160368 1.64082e-05
internal_weight=0 0.0111039 0.0096368 0.00835009 0.00255076 0.00579933 0.00434176 0.00287798
internal_count=3910 3283 2761 2479 492 1987 1806 1155
is_linear=0
shrinkage=0.00196078


Tree=5838
num_leaves=8
num_cat=0
split_feature=1 3 49 52 15 4 16
split_gain=1.61143e-05 4.66771e-05 5.10571e-05 6.93003e-05 4.52505e-05 2.64916e-05 2.47129e-05
threshold=0.10113500000000002 -0.115685 -0.069934999999999983 0.086950000000000013 -0.0058549999999999991 0.053925000000000008 -0.09601999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 -7
right_child=5 2 3 -5 -6 6 -8
leaf_value=0.013314874118209828 0.015356641207737623 -0.027624219185762994 -0.0099026600521198646 -0.023752018147069596 0.016249148715834268 0.0066064086188064464 -0.012450951611601809
leaf_weight=0.0013254285803757319 0.0014993704896258224 0.0010299747688863169 0.0010960144510337609 0.001103980478834519 0.001669429992608871 0.0016854598922631937 0.0011411620296209297
leaf_count=254 437 209 847 815 798 373 177
internal_value=0 -0.00333387 -0.00783783 -0.00257103 0.00588454 0.00461202 -0.00108742
internal_weight=0 0.00622483 0.0048994 0.00386942 0.00276544 0.00432599 0.00282662
internal_count=3910 2923 2669 2460 1645 987 550
is_linear=0
shrinkage=0.1


Tree=5839
num_leaves=8
num_cat=0
split_feature=49 42 151 52 0 16 1
split_gain=1.85827e-05 3.83937e-05 3.50094e-05 3.046e-05 3.31312e-05 5.24867e-05 6.21605e-05
threshold=-0.047894999999999993 0.091955000000000023 -0.039414999999999999 -0.074484999999999982 -0.15137999999999999 -0.055679999999999993 0.090355000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.021665523569746891 -0.011339905031121825 -0.019654435615401235 -0.0028429660436425606 0.017473422045922699 -0.0067977192607060026 -0.012922820842628467 0.027283378752977858
leaf_weight=0.0010235350779006691 0.0016859095470176154 0.0011066520831155046 0.0013536857859974716 0.0013722089707227676 0.0010791681823119686 0.0018414659362671845 0.0010616325445489427
leaf_count=250 688 764 255 187 946 556 264
internal_value=0 -0.00233943 0.0077094 0.000382257 0.0040731 -0.000544387 0.0101032
internal_weight=0 0.00814704 0.00237722 0.00704039 0.00535448 0.00398227 0.0021408
internal_count=3910 3405 505 2641 1953 1766 1210
is_linear=0
shrinkage=0.1


Tree=5840
num_leaves=8
num_cat=0
split_feature=43 52 16 13 15 151 4
split_gain=1.69564e-05 3.55503e-05 5.56482e-05 2.82804e-05 6.48905e-05 4.56476e-05 2.10435e-05
threshold=-0.053009999999999995 -0.088779999999999984 -0.022939999999999999 -0.09547499999999999 -1.0000000180025095e-35 -0.0088999999999999982 -0.029114999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.018448639935899066 0.015429927029123351 0.011561845462406975 -0.018716981714143679 -0.015268319034783057 -0.024256310926045934 0.010374764041256571 -0.0043047653898311347
leaf_weight=0.0013310540517390357 0.0011673711230153023 0.0013714821603816711 0.0010888873385036331 0.0010940193284012041 0.0015403991419254488 0.0018994384889251727 0.0010059356967434731
leaf_count=477 133 782 539 159 1110 442 268
internal_value=0 0.00528359 -0.00183867 -0.00308325 -0.00757898 0.00100298 0.00629554
internal_weight=0 0.00379142 0.00246037 0.00670716 0.00453386 0.00299346 0.00217331
internal_count=3910 1798 1321 2112 1711 601 401
is_linear=0
shrinkage=0.1


Tree=5841
num_leaves=10
num_cat=0
split_feature=484 159 42 15 15 1 15 48 13
split_gain=0.000146341 4.6845e-05 5.74728e-05 6.6974e-05 8.49564e-05 8.28359e-05 6.95587e-05 6.22236e-05 4.58404e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.090359999999999982 -0.095799999999999982 -0.021529999999999997 0.088495000000000018 -0.14789999999999995 0.091185000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 7 8 -4 -5 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00071648668745750142 -0.00039064340816836779 0.00038113777198852224 0.00016906096121452782 0.00017472288438899269 -1.0864008485301933e-05 -0.00042055709145390267 -0.000512719604228748 0.00083870023565340115 0.00048805139553689282
leaf_weight=0.0010260788172825061 0.0012200843394961887 0.0014867320553666732 0.001008911589146042 0.0011745713805923885 0.0018301130643110751 0.0012412964343003477 0.0013387830420468008 0.0010085901633839186 0.0011548044254460722
leaf_count=627 324 522 283 436 769 459 180 130 180
internal_value=0 5.64376e-05 8.05282e-06 6.36014e-05 0.000167382 5.1312e-06 -0.000219727 0.000481471 0.000182156
internal_weight=0 0.0114639 0.00997715 0.00875707 0.00640938 0.00422621 0.00234769 0.00218316 0.00298492
internal_count=3910 3283 2761 2437 1974 1408 463 566 949
is_linear=0
shrinkage=0.00196078


Tree=5842
num_leaves=8
num_cat=0
split_feature=49 4 42 2 2 160 15
split_gain=1.46366e-05 3.39678e-05 3.25861e-05 3.231e-05 4.22295e-05 6.52288e-05 7.7121e-05
threshold=-0.047894999999999993 0.0057500000000000008 0.091955000000000023 0.11339500000000001 0.099015000000000006 -0.026849999999999995 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7
right_child=2 -3 -4 -5 -6 6 -8
leaf_value=-0.0046996105959314057 0.020482097590627982 0.01922162967172826 -0.018063136198015844 -0.012889432028144214 0.018684907822168695 -0.027802894627903536 0.0043514325437626405
leaf_weight=0.0012303797363025933 0.0010375951183416209 0.0011469794445728532 0.0011024435667439424 0.0014466190313178733 0.0014323478658107708 0.0012407134101522427 0.0018704371846510125
leaf_count=332 570 173 764 335 344 432 960
internal_value=0 0.00684142 -0.00207876 0.000428727 0.00388079 -0.0012303 -0.00847157
internal_weight=0 0.00237736 0.00813016 0.00702771 0.00558109 0.00414875 0.00311115
internal_count=3910 505 3405 2641 2306 1962 1392
is_linear=0
shrinkage=0.1


Tree=5843
num_leaves=7
num_cat=0
split_feature=42 160 16 43 2 15
split_gain=1.49172e-05 4.50961e-05 4.91294e-05 4.45984e-05 3.36348e-05 3.10327e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.006474999999999999 -0.074254999999999988 0.087995000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0084985260283989145 -0.026773137014413379 0.01828737665151518 0.0043494754859783663 -0.013027243092288013 0.014238535281435561 -0.004969462148038846
leaf_weight=0.0017441539510940967 0.001028894836621639 0.0019569446615857362 0.001000355452408801 0.0013468396527813319 0.0018797161460412529 0.0015222922605506142
leaf_count=1060 660 604 380 520 331 355
internal_value=0 0.00163084 -0.0114307 0.00558341 0.000348258 0.00564356
internal_weight=0 0.00873504 0.00202925 0.00670579 0.00474885 0.00340201
internal_count=3910 2850 1040 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=5844
num_leaves=8
num_cat=0
split_feature=484 159 42 15 15 12 48
split_gain=0.000171991 3.99682e-05 5.33361e-05 5.44214e-05 0.000116874 7.15952e-05 5.55018e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 -0.095799999999999982 -0.021529999999999997 0.085775000000000004 0.091065000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.0007902052421571912 -0.00030044762241653776 0.00036667365561072454 0.00010965775427402094 0.00058288281930056083 -0.00032693695609228781 0.00023177831435285039 -0.00051646825438315545
leaf_weight=0.0010017566961313422 0.0017080143062814098 0.0014124008898201831 0.0011846084317241943 0.0018835007602503572 0.001610989384011551 0.0019480738000601152 0.0010070081260178027
leaf_count=627 841 522 238 489 376 675 142
internal_value=0 5.92514e-05 1.27737e-05 8.28515e-05 0.000187906 -2.11209e-05 -0.000178036
internal_weight=0 0.0107546 0.00934219 0.00763418 0.00544256 0.00355906 0.00219162
internal_count=3910 3283 2761 1920 1540 1051 380
is_linear=0
shrinkage=0.00196078


Tree=5845
num_leaves=11
num_cat=0
split_feature=484 1375 133 484 42 0 47 43 48 1
split_gain=0.000143788 4.6066e-05 5.04692e-05 5.29248e-05 5.75468e-05 8.28301e-05 9.45047e-05 8.14992e-05 7.6051e-05 0.000126795
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10064500000000001 0.086980000000000016 -0.089744999999999978 -0.074249999999999997 0.09252500000000001 -0.074254999999999988 0.086215000000000014 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -7 9 -6
right_child=1 2 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.00071154875696652462 -0.00033861692290451114 -0.00024507349612925894 -0.00030531518313258929 -0.00028347347146486104 -4.0415924599396522e-05 0.00092818345396648546 -0.00040694093808063287 0.00019897773559676474 -0.00020371545579736162 0.00081632167968962094
leaf_weight=0.0010310786008664976 0.0010450972255157684 0.0010065876083748841 0.0010893130242338482 0.0010039980844640988 0.001214242770134781 0.001155467916149705 0.001067476793780778 0.0012025439327536108 0.0010074987643572801 0.0014660084680491385
leaf_count=627 146 318 512 318 631 226 153 376 183 420
internal_value=0 5.34734e-05 9.35955e-05 0.000141222 0.000193735 0.00025583 0.000106833 0.000556302 0.000255553 0.000428191
internal_weight=0 0.0112582 0.0102131 0.00912382 0.00811983 0.00711324 0.00475523 0.00235801 0.00368775 0.00268025
internal_count=3910 3283 3137 2625 2307 1989 1387 602 1234 1051
is_linear=0
shrinkage=0.00196078


Tree=5846
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 52 4 0
split_gain=1.4543e-05 2.36776e-05 6.88361e-05 6.00506e-05 5.81505e-05 3.91411e-05 3.15197e-05 2.66573e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.0033900000000000002 0.0021050000000000005 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00073652482493980127 -0.011319007117639812 -0.026678758447155605 0.021066669951044906 -0.027138332237924424 0.018294277667929126 0.008896354620686938 -0.0050303316509402052 0.021957829040989515
leaf_weight=0.0010348106407431935 0.0010358892011996046 0.001072329950166461 0.0011445718511110094 0.0010730740912852097 0.0011862858357368855 0.0011253714884524079 0.001804035073745242 0.001035526813980784
leaf_count=300 279 822 387 329 432 1000 255 106
internal_value=0 0.00116054 -0.00148245 -0.00560458 -0.00115061 -0.0069149 -0.013101 0.0106146
internal_weight=0 0.00947601 0.00740567 0.0062611 0.00518802 0.00400174 0.00287637 0.00207034
internal_count=3910 3631 3225 2838 2509 2077 1077 406
is_linear=0
shrinkage=0.1


Tree=5847
num_leaves=9
num_cat=0
split_feature=4 15 16 52 160 48 2 3
split_gain=1.35033e-05 4.59897e-05 2.51031e-05 6.09575e-05 4.44839e-05 4.00604e-05 7.85635e-05 6.87117e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.19424999999999998 0.11110500000000002 -0.026849999999999995 0.091555000000000011 0.087005000000000013 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.016384744049552327 0.020480067829806537 -0.0081989770288126273 0.014114722130372334 0.022363910112534271 0.015319920889470921 0.0099196852736301924 -0.028869257000259503 -0.019371857195316387
leaf_weight=0.001049228613179392 0.001173792689680453 0.0010678293712004388 0.001146488207948413 0.0010560807529202887 0.0012649907255445542 0.0010224118057235096 0.0016598769850261364 0.0010405495695808447
leaf_count=148 348 201 552 509 840 231 904 177
internal_value=0 0.00681839 -0.0019353 0.000173179 -0.00364717 -0.00772986 -0.0122805 -0.00033737
internal_weight=0 0.00224162 0.00823963 0.0071904 0.00613432 0.00498783 0.00396542 0.00230554
internal_count=3910 549 3361 3213 2704 2152 1921 1017
is_linear=0
shrinkage=0.1


Tree=5848
num_leaves=8
num_cat=0
split_feature=13 16 12 0 2 151 16
split_gain=1.57655e-05 3.26489e-05 4.03282e-05 9.25979e-05 3.94486e-05 5.05595e-05 1.92654e-05
threshold=0.043015000000000005 0.081265000000000018 0.088590000000000016 -0.084304999999999977 0.089910000000000004 -0.0088999999999999982 0.099280000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=-0.014955293918861124 -0.002022687788407901 -0.013204979791819338 -0.013954728981572182 0.031640827187317484 -0.010721771898888587 0.017599134635473457 0.017347158827168942
leaf_weight=0.0014022531350958859 0.0010132116755699827 0.0019798955652296554 0.0013383819174996895 0.0010732828783670614 0.0010767336375259316 0.0015205426559105335 0.0010410991114484531
leaf_count=822 397 527 1010 525 165 277 187
internal_value=0 -0.00198032 0.00148606 0.00555987 -0.00143901 0.00585835 0.00779371
internal_weight=0 0.00839109 0.00641119 0.00507281 0.00399953 0.00259728 0.00205431
internal_count=3910 3326 2799 1789 1264 442 584
is_linear=0
shrinkage=0.1


Tree=5849
num_leaves=8
num_cat=0
split_feature=484 3 1 3 3 15 15
split_gain=0.000195384 3.90043e-05 4.83528e-05 7.78937e-05 6.52921e-05 8.54389e-05 3.9445e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 0.084925000000000014 0.035895000000000003 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=-0.00082879711011180806 0.00032535829557863165 -0.00064262044199196418 0.00047141839764662698 0.00017117257576798362 0.00016753395646280591 4.5503547123493302e-05 -0.00033028509638194798
leaf_weight=0.0010163621952442954 0.0019024666035620348 0.001445390573245734 0.0018315627003609226 0.001283272831848893 0.0017933808605751327 0.0013339426905851321 0.001137830118701643
leaf_count=627 362 879 513 180 130 1077 142
internal_value=0 7.07115e-05 1.58179e-05 0.000166316 -0.000124146 -0.000312355 -6.44942e-05
internal_weight=0 0.0107278 0.00882538 0.00425267 0.00457271 0.00277933 0.0024211
internal_count=3910 3283 2921 835 2086 1956 322
is_linear=0
shrinkage=0.00196078


Tree=5850
num_leaves=9
num_cat=0
split_feature=50 48 12 1 0 4 2 150
split_gain=1.74208e-05 3.15694e-05 5.13113e-05 9.81474e-05 3.95326e-05 5.77792e-05 3.19442e-05 4.40117e-05
threshold=0.088425000000000017 0.11379500000000002 -0.023959999999999995 0.11198000000000001 -0.083674999999999986 -0.23071499999999998 0.084515000000000021 0.082965000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.01706897548697546 -0.01240195360942075 -0.01545619091245133 0.0071961982322169826 0.029210065462053087 -0.0062219857539020859 0.022642438748195708 -0.029229674448054434 7.9533234845044005e-05
leaf_weight=0.0010783018742897728 0.0010301686122095666 0.001004878358424049 0.0010051844979506236 0.0014892489225976913 0.0013090680819094164 0.0014747929133517943 0.0010241697705432489 0.001025198345632196
leaf_count=435 689 145 370 270 200 998 611 192
internal_value=0 0.0012954 0.00329794 0.00629503 0.000449917 0.00906938 -0.0074057 -0.0145677
internal_weight=0 0.00941084 0.00840596 0.00732766 0.00583841 0.00278386 0.00305455 0.00204937
internal_count=3910 3221 3076 2641 2371 1198 1173 803
is_linear=0
shrinkage=0.1


Tree=5851
num_leaves=9
num_cat=0
split_feature=52 52 160 150 2 3 52 3
split_gain=3.8689e-05 5.5003e-05 4.34548e-05 6.85993e-05 4.51002e-05 0.000114197 8.18851e-05 3.41193e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.083205000000000015 0.10393500000000001 -0.089974999999999986 0.10433000000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -7
right_child=1 2 -4 -5 6 7 -8 -9
leaf_value=-0.00036891648791325418 0.00040475923846199205 -0.00041678755945718577 -0.00040456882273159 0.00049963161122041093 -0.00052573758309539486 0.00012079526298244253 0.00017934857995996299 0.00054527426933424067
leaf_weight=0.0010524989932605587 0.0012887606553011544 0.0012936461107911951 0.0010433143878924777 0.0010064960791548476 0.0016158010346509148 0.0019999749048593839 0.0010413971702043763 0.0011447309836198792
leaf_count=425 376 427 258 369 305 1405 188 157
internal_value=0 2.55232e-05 -2.79185e-05 2.05834e-05 -4.73691e-05 7.35868e-05 -0.000249403 0.000275313
internal_weight=0 0.0104341 0.00914536 0.00810205 0.00709555 0.00443835 0.0026572 0.00314471
internal_count=3910 3485 3109 2851 2482 1989 493 1562
is_linear=0
shrinkage=0.00196078


Tree=5852
num_leaves=8
num_cat=0
split_feature=49 151 42 2 2 42 4
split_gain=1.65259e-05 3.35283e-05 3.26789e-05 3.36988e-05 3.29993e-05 5.68091e-05 7.55828e-05
threshold=-0.047894999999999993 -0.039414999999999999 0.092395000000000019 0.11339500000000001 0.099015000000000006 -0.088669999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7
right_child=2 -3 -4 -5 -6 6 -8
leaf_value=0.020970119019417102 0.019738674134542576 -0.0030620491845868951 -0.018543733185781893 -0.013259629788628472 0.016970821261670242 0.0047339650435687516 -0.027498991721735224
leaf_weight=0.0010195761659373916 0.0010216200994233563 0.0013481458570339781 0.0010639803120311535 0.0014577093324207547 0.0014205652231121741 0.0019231183064224637 0.0011701177825760901
leaf_count=250 348 255 746 338 346 1234 393
internal_value=0 0.00728656 -0.00221647 0.000267665 0.00382997 -0.000706624 -0.00745921
internal_weight=0 0.00236772 0.00805711 0.00699313 0.00553542 0.00411486 0.00309324
internal_count=3910 505 3405 2659 2321 1975 1627
is_linear=0
shrinkage=0.1


Tree=5853
num_leaves=8
num_cat=0
split_feature=42 160 4 42 2 1 16
split_gain=2.05259e-05 4.55908e-05 3.57627e-05 6.37964e-05 5.62899e-05 5.33451e-05 3.30876e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.074650000000000008 0.08648500000000002 0.10796500000000002 0.089455000000000021 -0.0078249999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 5 -4 -3 -2
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.0099929226937579916 -0.023945430147934821 0.018660757142981352 0.031818583175809795 -0.020010352489645524 -0.00052553536357718782 -0.0066624775894120365 0.0016712944876767803
leaf_weight=0.0017315031480673116 0.0010163014514280326 0.0019140931860359297 0.0011365711157627083 0.001105778591752139 0.0010218155744385637 0.0014713038086912236 0.001000692930896676
leaf_count=1060 635 323 206 735 206 340 405
internal_value=0 0.00193302 0.0059276 0.000843628 0.0165063 0.0076552 -0.0112362
internal_weight=0 0.00866656 0.00664956 0.00449118 0.00215839 0.0033854 0.00201699
internal_count=3910 2850 1810 1398 412 663 1040
is_linear=0
shrinkage=0.1


Tree=5854
num_leaves=9
num_cat=0
split_feature=123 16 133 16 160 48 13 15
split_gain=3.93797e-05 5.025e-05 6.15465e-05 9.32823e-05 9.76415e-05 4.94902e-05 8.65707e-05 2.81765e-05
threshold=1.0000000180025095e-35 0.41476000000000007 -0.036599999999999987 0.057390000000000004 -0.078154999999999988 0.087035000000000015 -0.077799999999999994 -0.012569999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=0.00031089476848794812 0.00036036581798843141 0.0003510114740540242 -0.00056760984385761514 -0.00052778650971335619 0.00068976413189730985 -0.00017886060896621356 0.00021204715073449236 -0.00020455064654807914
leaf_weight=0.0012981314873491837 0.0010232349826616886 0.0011230803033634154 0.0011083810289146453 0.0019202145001550085 0.0010236296105515003 0.001966008811091549 0.0013054377808103907 0.0011960788460071204
leaf_count=722 334 274 597 433 436 246 222 646
internal_value=0 -4.18809e-05 -8.68244e-05 -0.000147424 -3.67527e-05 7.04e-05 0.000209415 1.28545e-05
internal_weight=0 0.010941 0.00981788 0.00851975 0.00659954 0.00549116 0.00352515 0.00250152
internal_count=3910 3576 3302 2580 2147 1550 1304 868
is_linear=0
shrinkage=0.00196078


Tree=5855
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 47 52 3 4
split_gain=3.79666e-05 8.32615e-05 4.98506e-05 8.13435e-05 7.40144e-05 6.68347e-05 6.88715e-05 8.69059e-05 9.18821e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.11043500000000002 0.082930000000000018 0.086950000000000013 -0.089974999999999986 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10
leaf_value=0.00053171458361532422 -0.0003657880293700663 -0.00042399460020628931 0.00054486276444268625 -0.00059829489084855386 0.00040874831735311 0.00031721985924943727 -0.00066083262139004606 0.00052621401092621631 -0.00020309554632495401
leaf_weight=0.0011408286868339187 0.001012665162602692 0.0010879256083570705 0.0010060560683487416 0.0010207258577565608 0.0011340847092621764 0.0010299835807209964 0.0011148000784178122 0.0010588515520268365 0.0017816994706702028
leaf_count=249 161 418 177 391 342 214 717 449 792
internal_value=0 3.19718e-05 -2.97689e-05 2.288e-05 -5.06681e-05 -0.000137417 -0.000231521 -0.000107573 6.87639e-05
internal_weight=0 0.010375 0.00923413 0.0081462 0.00714015 0.00600606 0.00497608 0.00386128 0.00284055
internal_count=3910 3749 3500 3082 2905 2563 2349 1632 1241
is_linear=0
shrinkage=0.00196078


Tree=5856
num_leaves=8
num_cat=0
split_feature=42 160 43 16 16 0 15
split_gain=1.67417e-05 3.71597e-05 3.41004e-05 2.86081e-05 2.7284e-05 4.45546e-05 4.89417e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.006474999999999999 0.032820000000000009 -0.10462499999999998 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.0090143813024796491 -0.021936564469829556 0.016529378521891191 -0.018303672070726591 0.0018630411145048424 -0.011619582515626045 0.021023029546352798 0.011315289443302727
leaf_weight=0.001737408037887629 0.0010188203791821576 0.0019341314321061993 0.0010728203077066891 0.0010015945099905873 0.0012921529475480439 0.0011943627276119946 0.0011622744051346355
leaf_count=1060 660 604 131 380 276 635 164
internal_value=0 0.00173998 0.00534572 -0.0101382 0.00076452 0.00543061 -0.00290148
internal_weight=0 0.00867616 0.00665574 0.00202041 0.00472161 0.00342946 0.00223509
internal_count=3910 2850 1810 1040 1206 930 295
is_linear=0
shrinkage=0.1


Tree=5857
num_leaves=7
num_cat=0
split_feature=1 0 4 4 2 1
split_gain=1.66733e-05 5.05174e-05 2.29877e-05 3.53126e-05 4.62671e-05 4.52531e-05
threshold=0.076710000000000014 0.047345000000000005 -0.08422499999999998 -0.0010999999999999996 0.089910000000000004 0.11052000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-0.016748488971672616 -0.010843540728832089 0.0080668584457029742 0.019079738157216711 -0.010561842470600954 0.022928731458072504 -0.0034181822322891017
leaf_weight=0.0018728167216417806 0.0010637967242744231 0.0014597842691114165 0.0013895579376877899 0.0019972860092057347 0.0012948163558108186 0.0013129570344566719
leaf_count=1913 389 95 657 424 134 298
internal_value=0 -0.00587858 0.00270353 0.00510757 0.00089153 0.00966363
internal_weight=0 0.0033326 0.00705841 0.00599462 0.00460506 0.00260777
internal_count=3910 2008 1902 1513 856 432
is_linear=0
shrinkage=0.1


Tree=5858
num_leaves=8
num_cat=0
split_feature=13 39 48 457 3 0 15
split_gain=1.47155e-05 3.64822e-05 6.091e-05 4.27566e-05 5.3184e-05 3.89919e-05 5.00913e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11379500000000002 0.082870000000000013 -0.10628499999999998 -0.083424999999999985 -0.015439999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0098407622767965018 0.01066772570197611 0.014480351339006195 -0.026906034310190202 0.016648813424595964 -0.015636217810093365 -0.025194691315514189 0.011913953490496083
leaf_weight=0.0013151978470801332 0.0016780355900923574 0.0012367138841821021 0.0010110732125550781 0.0011863730459477362 0.0015384742368312757 0.0012488116956630374 0.001155718177676587
leaf_count=210 414 419 121 215 634 1296 601
internal_value=0 -0.0014791 -0.00400354 -0.000601939 -0.00424287 -0.0105884 -0.00381812
internal_weight=0 0.0090552 0.00781849 0.00680741 0.00562104 0.003943 0.00269419
internal_count=3910 3700 3281 3160 2945 2531 1235
is_linear=0
shrinkage=0.1


Tree=5859
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.65097e-05 3.92677e-05 2.32086e-05 4.09087e-05 7.00785e-05 4.40526e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.019979999999999994 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.015444751243191002 0.022460178413783755 0.0064747346394582852 -0.0085308275224980478 -0.0045570540344315241 -0.021245655027672141 0.018490085190586824
leaf_weight=0.0018672163681445757 0.0011486304782323958 0.0014534783521533809 0.001456531971273111 0.0014841837767317905 0.0010524007205362541 0.0018797262357162837
leaf_count=1913 265 95 571 138 355 573
internal_value=0 -0.00585052 0.00270696 0.00564827 0.00127569 0.0083215
internal_weight=0 0.00332069 0.00702147 0.00556494 0.00441631 0.00336391
internal_count=3910 2008 1902 1331 1066 711
is_linear=0
shrinkage=0.1


Tree=5860
num_leaves=9
num_cat=0
split_feature=52 52 160 150 2 3 52 16
split_gain=3.62005e-05 4.95768e-05 5.50386e-05 6.04779e-05 3.47093e-05 0.000103857 8.29085e-05 2.8699e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.083205000000000015 0.10393500000000001 -0.089974999999999986 0.10433000000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -7
right_child=1 2 -4 -5 6 7 -8 -9
leaf_value=-0.00034666211072010704 0.00038769711435520358 -0.000385846279366068 -0.00043778642566025158 0.00047930346832421317 -0.00048169563110041881 0.00043511142739156519 0.00022054362244058846 6.3961539716261801e-05
leaf_weight=0.0010748923775292301 0.0013127853850003939 0.0013259660532624882 0.0010696276837360219 0.0010306012293373476 0.0016359554097035334 0.0017570478173229262 0.0010685918706064171 0.0014720681246429522
leaf_count=425 376 427 258 369 305 801 188 761
internal_value=0 3.08595e-05 -1.91895e-05 3.4819e-05 -2.82815e-05 7.61892e-05 -0.000204234 0.000265914
internal_weight=0 0.0106726 0.00935986 0.00829023 0.00725963 0.00455508 0.00270455 0.00322912
internal_count=3910 3485 3109 2851 2482 1989 493 1562
is_linear=0
shrinkage=0.00196078


Tree=5861
num_leaves=9
num_cat=0
split_feature=52 52 160 150 2 3 1 16
split_gain=3.80711e-05 6.00383e-05 5.07693e-05 6.4481e-05 3.54583e-05 0.000102143 7.92419e-05 3.27728e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.083205000000000015 0.10393500000000001 -0.089974999999999986 0.10593500000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -7
right_child=1 2 -4 -5 6 7 -8 -9
leaf_value=-0.00036724335957811924 0.00041866374348074247 -0.00039739540932935989 -0.00043072038285417962 0.00048377192229487039 -0.00062410864420965368 0.00043658607615971437 5.5366594156130286e-05 3.8222381450711635e-05
leaf_weight=0.0010407667641929028 0.0013106571800425267 0.0013059118393752671 0.0010731007417155046 0.0010216297333855203 0.0011043820862349544 0.0017268514848799773 0.0016395154684289805 0.0014697725197526802
leaf_count=425 376 427 258 369 223 801 270 761
internal_value=0 2.56677e-05 -2.94735e-05 2.26038e-05 -4.24134e-05 6.466e-05 -0.000218113 0.000253423
internal_weight=0 0.0106518 0.00934116 0.00826806 0.00724643 0.00450254 0.0027439 0.00319662
internal_count=3910 3485 3109 2851 2482 1989 493 1562
is_linear=0
shrinkage=0.00196078


Tree=5862
num_leaves=9
num_cat=0
split_feature=52 1 0 3 52 52 1 0
split_gain=3.394e-05 5.43758e-05 6.53269e-05 6.76537e-05 6.15716e-05 3.46526e-05 7.69638e-05 6.84326e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.083674999999999986 -0.089604999999999976 -0.081429999999999989 -0.0041199999999999995 0.095825000000000007 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 -7 -8
right_child=1 4 3 -5 5 6 7 -9
leaf_value=-0.00034306088439334454 -0.0005942075393096381 0.00053558105161757288 0.00033872102655870331 -0.00031215969451809186 -0.00022081198515583572 0.00047114716948429541 0.00015398113180792165 -0.00046617575286548251
leaf_weight=0.0010618166180299355 0.0010204121632467842 0.0011575010004842758 0.001165352599962869 0.0012976387908893291 0.0014629151783261303 0.0016141263531783585 0.0019942356665201685 0.0010413095859426146
leaf_count=425 993 315 236 562 290 469 249 371
internal_value=0 2.43978e-05 -0.000177033 -4.19859e-06 0.000120912 4.23885e-05 0.000125199 -5.87567e-05
internal_weight=0 0.0107535 0.0034834 0.00246299 0.00727009 0.00611259 0.00464967 0.00303555
internal_count=3910 3485 1791 798 1694 1379 1089 620
is_linear=0
shrinkage=0.00196078


Tree=5863
num_leaves=8
num_cat=0
split_feature=4 39 3 4 0 12 151
split_gain=1.5705e-05 2.63096e-05 5.10256e-05 4.62062e-05 3.88703e-05 6.68323e-05 3.56036e-05
threshold=0.27020000000000005 0.083240000000000022 0.13772500000000001 -0.23071499999999998 -0.070894999999999986 0.086935000000000012 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.022316865349033099 0.0090921852375563696 -0.01561789199974282 0.020387451655569006 0.018571313221097986 0.017289279886016865 -0.022854462623254232 -0.0037174337294349569
leaf_weight=0.0010329696659461349 0.0015902340244382937 0.0011775356030322079 0.0010979878088640364 0.0011258513513619345 0.0011274236847751825 0.0012702272124414543 0.0019719386331632461
leaf_count=242 472 269 120 255 428 1392 732
internal_value=0 -0.00170584 0.000442214 -0.0029123 0.000735149 -0.00353762 0.00438312
internal_weight=0 0.00880393 0.0076264 0.00652841 0.00549544 0.00436802 0.00309779
internal_count=3910 3438 3169 3049 2807 2379 987
is_linear=0
shrinkage=0.1


Tree=5864
num_leaves=10
num_cat=0
split_feature=48 48 51 2 4 0 16 1 1
split_gain=3.36622e-05 7.93616e-05 8.22246e-05 6.81064e-05 7.15261e-05 6.6942e-05 8.46138e-05 3.91717e-05 2.63939e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 -0.0054549999999999989 0.085110000000000005 0.092860000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00050018994965112299 -0.00035374824751126932 0.00049139508531303978 -0.00055200778754719096 0.00042126957217859123 -0.00022027264566412154 0.00039732424840983199 -0.00058478522418984171 0.00045071297108427211 1.6816629791338353e-05
leaf_weight=0.001154176646396045 0.0010157622721567354 0.0012157135977240692 0.0010725353470707926 0.0013884567262581245 0.001213034260557258 0.0014618345167063673 0.0010109865679874134 0.001013085459488164 0.0011518145971963099
leaf_count=175 161 279 398 425 1155 213 537 272 295
internal_value=0 1.97862e-05 -4.07828e-05 2.45433e-05 -5.40923e-05 3.39092e-05 -8.71348e-05 6.18076e-05 0.000219863
internal_weight=0 0.0106816 0.00946592 0.00839339 0.00700493 0.00585076 0.00438892 0.00337793 0.0021649
internal_count=3910 3749 3470 3072 2647 2472 2259 1722 567
is_linear=0
shrinkage=0.00196078


Tree=5865
num_leaves=10
num_cat=0
split_feature=484 4 0 43 1 51 2 3 13
split_gain=0.000166965 5.6915e-05 0.000117442 5.38186e-05 7.1282e-05 6.24607e-05 4.57523e-05 5.97156e-05 9.20126e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 0.047345000000000005 -0.24333999999999997 1.0000000180025095e-35 -0.09021499999999999 0.11542500000000001 0.088060000000000013 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 -7
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00075617776236699041 -0.00037647167522875965 -0.00038676841145510795 0.0007391041583544851 -0.0002451828946128038 0.00060728126678884719 -0.00019469225300025144 0.0004040452656784499 -0.00031364549823902451 0.00057581254598792564
leaf_weight=0.001046460905436101 0.0010337645088831235 0.0010250332439117665 0.0010160566308596774 0.0018910899241624942 0.0011261424080606331 0.0012136074480660498 0.0013916019129994795 0.0015206099270826095 0.0011706710374335713
leaf_count=627 167 174 136 1427 156 612 308 135 168
internal_value=0 6.22295e-05 0.000106027 3.71481e-05 8.94145e-05 0.000187934 9.8772e-05 -1.00196e-05 0.000183622
internal_weight=0 0.0113886 0.0103548 0.00933876 0.00831372 0.00642263 0.00529649 0.00390489 0.00238428
internal_count=3910 3283 3116 2980 2806 1379 1223 915 780
is_linear=0
shrinkage=0.00196078


Tree=5866
num_leaves=8
num_cat=0
split_feature=11 3 3 3 4 15 15
split_gain=1.45666e-05 2.33272e-05 3.22056e-05 3.87282e-05 3.53468e-05 3.9148e-05 5.08059e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -0.065054999999999988 -0.017214999999999998 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.013616249234695656 -0.011361619896756551 -0.015446440517399532 0.016478401455712801 -0.016171404976745473 0.0082782151029860123 0.019239272583020748 -0.017900736716513471
leaf_weight=0.0012983742514821777 0.0010286435880529918 0.0012697568727315697 0.0014379512493039905 0.0013257691054614695 0.0016956451402813457 0.0010520615678373917 0.0013172002296047804
leaf_count=247 279 1646 861 188 335 118 236
internal_value=0 0.00117278 -0.000822223 0.00189709 -0.00199244 0.00263203 -0.00316709
internal_weight=0 0.00939676 0.00809838 0.00682863 0.00539068 0.00406491 0.00301285
internal_count=3910 3631 3384 1738 877 689 571
is_linear=0
shrinkage=0.1


Tree=5867
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 4 42 12
split_gain=3.09799e-05 7.26105e-05 8.17862e-05 5.66019e-05 4.27676e-05 5.43203e-05 3.57013e-05 4.36496e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.15927500000000003 -0.0083799999999999986 0.084100000000000022 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00044128818862915827 -0.00033513294078765083 0.00048105186702068824 -0.00054719095963033041 0.00044543033618404997 0.00026644731463885729 -0.00038723730638424184 -0.00027941254221915601 -6.2149058346631757e-05
leaf_weight=0.0011257468787345187 0.001003917701762779 0.0011915452864426192 0.0010545569049971075 0.0010988252733600933 0.0014620185551416694 0.0018305918188963729 0.0010651058384795191 0.0015996227874281236
leaf_count=128 161 279 398 298 441 644 859 702
internal_value=0 2.55119e-05 -3.32548e-05 3.29859e-05 -3.21551e-05 -0.000110194 2.45595e-05 0.000144541
internal_weight=0 0.010428 0.00923647 0.00818191 0.00705616 0.00559415 0.00376355 0.00269845
internal_count=3910 3749 3470 3072 2944 2503 1859 1000
is_linear=0
shrinkage=0.00196078


Tree=5868
num_leaves=8
num_cat=0
split_feature=403 42 43 2 48 4 2
split_gain=1.30257e-05 4.43417e-05 5.58129e-05 5.94875e-05 4.90724e-05 3.51353e-05 2.70316e-05
threshold=0.03138500000000001 0.095385000000000011 -0.00084499999999999994 0.086875000000000022 0.086125000000000021 -0.060264999999999992 0.10045500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.029978231240191507 0.010746388307971658 0.018053801802193941 -0.004173584077099393 -0.00049302343273232858 -0.011313166940513347 0.025073684601170012 0.0036164715526689354
leaf_weight=0.0013812026537575468 0.0010072662553304865 0.0010595040943787706 0.0013729025293564259 0.0013560460795441264 0.0018465829955308698 0.0013713620727820932 0.0010266609790084826
leaf_count=913 470 561 359 924 248 228 207
internal_value=0 -0.00121827 -0.00366225 -0.0153711 0.00204314 0.00858359 0.0158872
internal_weight=0 0.00941426 0.00835476 0.00273725 0.00561751 0.00377093 0.00239802
internal_count=3910 3440 2879 1837 1042 794 435
is_linear=0
shrinkage=0.1


Tree=5869
num_leaves=9
num_cat=0
split_feature=159 48 15 15 0 51 43 43
split_gain=3.47966e-05 5.00649e-05 6.17793e-05 6.25237e-05 6.08392e-05 5.90039e-05 4.16984e-05 7.38143e-05
threshold=-0.034019999999999988 0.093225000000000016 -0.10071499999999999 -0.064869999999999983 -0.15007499999999999 -0.09021499999999999 0.00093000000000000016 -0.11046999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -5 7 -7
right_child=1 4 3 5 -6 6 -8 -9
leaf_value=-0.00035501719262035983 0.00029807692283643307 -3.1410008040543436e-05 -0.00052377987363999947 0.00034694998255310348 0.00063245627808975271 0.00012985218540053291 0.00012244032196938163 -0.00051402754834297554
leaf_weight=0.0010001347814208002 0.0016802835279128925 0.0010727421484457566 0.0012207466365794705 0.0012226293612531041 0.0010504508492308656 0.0010859228318125143 0.0015384628109016752 0.0018518957597325682
leaf_count=520 474 77 464 264 321 243 426 1121
internal_value=0 2.73955e-05 -3.91751e-05 -0.000121069 0.000297038 -3.48058e-05 -0.000139077 -0.000276027
internal_weight=0 0.0107231 0.00859994 0.00691966 0.00212319 0.00569891 0.00447628 0.00293782
internal_count=3910 3390 2992 2518 398 2054 1790 1364
is_linear=0
shrinkage=0.00196078


Tree=5870
num_leaves=9
num_cat=0
split_feature=484 1 0 133 15 4 2 151
split_gain=0.000141323 4.67948e-05 9.53096e-05 0.000119245 7.58359e-05 8.17782e-05 9.0144e-05 9.6684e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 -8
right_child=1 4 3 -5 -6 6 7 -9
leaf_value=-0.00071214627659579627 -0.0006322935498460936 0.00065909607607615153 0.00041972342504947732 -0.0004152363788567186 -0.00024501046734011072 -0.00020422239872062563 -8.0411395296296008e-05 0.00071723532376651153
leaf_weight=0.001012615917697122 0.0010294252459874687 0.0014105231880616603 0.0015652350850765273 0.0011340736415746651 0.0015070422661906061 0.0018963023605862725 0.0010367792144438629 0.001338521081319206
leaf_count=627 804 456 388 434 498 343 114 246
internal_value=0 5.35804e-05 -0.000124665 6.89277e-05 0.000146029 0.000249743 0.00011457 0.000369076
internal_weight=0 0.0109179 0.00372873 0.00269931 0.00718917 0.00568213 0.0042716 0.0023753
internal_count=3910 3283 1626 822 1657 1159 703 360
is_linear=0
shrinkage=0.00196078


Tree=5871
num_leaves=9
num_cat=0
split_feature=484 52 52 15 0 15 2 43
split_gain=0.000162918 3.95471e-05 0.000122479 3.96e-05 7.29973e-05 5.77725e-05 3.65952e-05 5.63551e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.031229999999999997 -0.10943499999999999 -0.14487999999999998 0.10113500000000002 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5
right_child=1 2 3 6 -6 -7 -8 -9
leaf_value=-0.00076535292705509042 -0.00030601619499933877 0.00069431077726595024 0.00032987757337202977 -0.00029233283145464495 0.00049466180364786969 -0.00026129419148389089 -0.0003732594887381343 0.00026160479913615999
leaf_weight=0.0010007881791938541 0.0010164343040449638 0.0011737632624256545 0.0010145134300074523 0.0012816642497697778 0.0015333420004671845 0.001701453074151699 0.0014100368440582889 0.0015723823734741216
leaf_count=627 379 279 152 864 676 238 204 491
internal_value=0 6.19272e-05 0.000100534 1.86684e-05 0.00015263 -4.04698e-05 -0.000114829 1.28485e-05
internal_weight=0 0.0107036 0.00968716 0.00851339 0.00424931 0.00271597 0.00426408 0.00285405
internal_count=3910 3283 2904 2625 1066 390 1559 1355
is_linear=0
shrinkage=0.00196078


Tree=5872
num_leaves=7
num_cat=0
split_feature=1 4 12 47 4 48
split_gain=1.38907e-05 3.66359e-05 2.06727e-05 4.72929e-05 7.73121e-05 5.36727e-05
threshold=0.076710000000000014 -0.083329999999999987 -1.0000000180025095e-35 0.09252500000000001 -0.0040999999999999986 0.084500000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.0035907901596188476 0.014285010371399174 -0.017510710749342295 -0.013181966005196484 -0.015598069305675389 0.025198882348449605 -0.0029187010064199862
leaf_weight=0.001938765293772125 0.0012191022332411379 0.0014293668045807619 0.0015133357473086141 0.0014641405771732572 0.0018179374364417958 0.0010835111095946898
leaf_count=454 450 1554 785 263 306 98
internal_value=0 -0.00536426 0.00243391 -2.3637e-05 0.00514154 0.0146987
internal_weight=0 0.00336813 0.00709803 0.00587892 0.00441478 0.00290145
internal_count=3910 2008 1902 1452 1189 404
is_linear=0
shrinkage=0.1


Tree=5873
num_leaves=9
num_cat=0
split_feature=1 0 133 14 15 47 0 52
split_gain=3.26262e-05 9.37063e-05 7.70085e-05 3.80883e-05 6.88454e-05 6.96029e-05 7.67768e-05 0.00013544
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 -0.106555 0.09252500000000001 -0.084154999999999994 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 -6
right_child=3 2 -4 4 5 -7 -8 -9
leaf_value=-0.00065480134304529258 -0.00027920097598109267 0.0003156311300250506 -0.00035542702620709331 0.00048713902878006453 -0.00012145710867801202 -0.00043595321688227678 -0.00025711052950650023 0.00072634434812610972
leaf_weight=0.0010581932219423046 0.0010882812081878992 0.0015646314963874411 0.0011339839962291797 0.0014985584082447285 0.0014411996380346327 0.0010688772269497786 0.0013806828114460222 0.0014567577742859209
leaf_count=1044 195 435 529 326 207 185 738 251
internal_value=0 -0.000160271 3.36461e-05 6.15365e-05 0.000115702 1.1612e-05 0.000123421 0.000304719
internal_weight=0 0.00375681 0.00269862 0.00793436 0.00684608 0.00534752 0.00427864 0.00289796
internal_count=3910 2008 964 1902 1707 1381 1196 458
is_linear=0
shrinkage=0.00196078


Tree=5874
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 15 15 15
split_gain=3.06983e-05 5.37673e-05 4.74138e-05 4.46141e-05 4.89996e-05 9.23977e-05 7.4386e-05 5.48622e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.10129000000000001 -1.0000000180025095e-35 -0.10192499999999999 -0.026084999999999994 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.00033069410782619679 0.00040229457730329505 -0.00018737755413410971 -0.00042187496065636796 -0.00032814953438133179 -0.00027064043627832824 0.00078551478471945767 -6.2138467476624936e-05 0.00050942632045094909
leaf_weight=0.0010294720284209748 0.0012697557987005901 0.0018732110297958529 0.0010426302530329194 0.0011895159934524873 0.0012774501384780661 0.001040552213754457 0.0016038238696534268 0.0010807303456501637
leaf_count=425 376 967 258 368 282 233 358 643
internal_value=0 2.42976e-05 -2.83999e-05 2.24662e-05 8.31231e-05 0.000184412 0.000340463 0.000167958
internal_weight=0 0.0103777 0.00910791 0.00806528 0.00687577 0.00500256 0.00372511 0.00268455
internal_count=3910 3485 3109 2851 2483 1516 1234 1001
is_linear=0
shrinkage=0.00196078


Tree=5875
num_leaves=8
num_cat=0
split_feature=484 42 160 151 4 2 16
split_gain=0.00017189 3.26892e-05 4.87897e-05 5.26165e-05 7.70248e-05 7.85747e-05 7.60887e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.080184999999999992 -0.0088999999999999982 0.074650000000000008 0.086875000000000022 0.16388500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.00078319570945335868 -0.00016765440050821336 -0.00021706119677161775 -0.0001484177767597507 -0.00025932659041080249 0.00059665067359865797 0.00061674000090367216 -3.3378279509481408e-05
leaf_weight=0.0010083147585655599 0.0019451574359604989 0.0014479080398711579 0.0015332431930293227 0.0014358802546271185 0.0018104377645325864 0.0014468654799024293 0.0013268908075164195
leaf_count=627 987 569 344 474 324 343 242
internal_value=0 6.28452e-05 0.000112656 0.00017586 0.00025845 0.000113 0.000305741
internal_weight=0 0.0109464 0.00900123 0.00755332 0.00602007 0.00420964 0.00277376
internal_count=3910 3283 2296 1727 1383 1059 585
is_linear=0
shrinkage=0.00196078


Tree=5876
num_leaves=8
num_cat=0
split_feature=43 4 160 2 13 13 13
split_gain=1.51344e-05 3.21363e-05 3.23964e-05 4.67041e-05 4.2122e-05 3.12275e-05 4.58053e-05
threshold=-0.057994999999999998 -0.34687499999999999 -0.026849999999999995 0.099015000000000006 -1.0000000180025095e-35 0.17936000000000002 -0.032264999999999995
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00071361027804830199 -0.018036482700874528 0.014572954963953475 -0.028238346823761664 0.008808244540039957 -0.0020733499186913668 -0.0094375426740590396 0.027589782782048419
leaf_weight=0.0017119836104202177 0.0011655151207193831 0.0012265053851932516 0.0010161392585426884 0.0017409041807684824 0.0015596277235322418 0.0010789556445404361 0.0010072137683942834
leaf_count=1071 227 369 886 419 235 206 497
internal_value=0 -0.00294266 0.000230981 -0.00384404 -0.0123954 0.0049571 0.0106688
internal_weight=0 0.00670869 0.00554318 0.00431667 0.00257577 0.00379815 0.0027192
internal_count=3910 2136 1909 1540 1121 1774 1568
is_linear=0
shrinkage=0.1


Tree=5877
num_leaves=10
num_cat=0
split_feature=484 484 133 42 43 3 16 13 52
split_gain=0.000199098 4.40931e-05 6.2757e-05 0.000107072 0.000115035 9.8755e-05 5.55878e-05 6.87542e-05 7.60721e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 0.099765000000000006 -0.090359999999999982 -0.074254999999999988 -0.078669999999999976 -0.46853499999999992 -0.0041499999999999983 -0.0058499999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 -8 -9
right_child=1 -3 -4 4 6 -7 7 8 -10
leaf_value=-0.00080933695768890031 -0.00042592908236516316 -0.00030225651849125643 -0.00035758685803643256 0.00026503288642454889 -0.00030358312302779049 0.0010499906949737188 -0.00012963584806370573 4.0578859343367194e-05 0.00068636194825453774
leaf_weight=0.0010984655170226702 0.0010830359370761046 0.0011387974844439324 0.0010214619916471884 0.0015703087982985708 0.001183788716621185 0.0010141826378788285 0.0017685520381169636 0.0014002475624491852 0.0014050115028237621
leaf_count=627 319 367 494 369 172 307 817 230 208
internal_value=0 6.4117e-05 0.000104056 0.000154087 0.000229389 0.000573059 7.51217e-05 0.000173138 0.000364019
internal_weight=0 0.0115854 0.0104466 0.00942513 0.00834209 0.00258449 0.0057576 0.00457381 0.00280526
internal_count=3910 3283 2916 2422 2103 676 1427 1255 438
is_linear=0
shrinkage=0.00196078


Tree=5878
num_leaves=8
num_cat=0
split_feature=159 1 2 42 160 2 2
split_gain=1.50227e-05 3.75168e-05 3.88552e-05 4.98758e-05 4.43149e-05 4.49159e-05 8.68779e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 0.08221500000000001 0.084835000000000008 0.10113500000000002 0.11290500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=-0.011109195845218425 -0.00072848299166598459 0.019269949480581586 0.012395109171597488 -0.027952437105302208 0.019370041951603939 -0.031535031529823523 0.0061465278605592026
leaf_weight=0.0011067743300757727 0.0019339728626851964 0.0010247187824218911 0.0015021389790564146 0.0010320907083822284 0.0013983340752925875 0.0010438221564914695 0.0014785364274711424
leaf_count=633 640 298 819 587 303 267 363
internal_value=0 0.00120717 -0.000999232 -0.0102015 0.00403403 -0.00129455 -0.00944715
internal_weight=0 0.00941361 0.0083889 0.00296606 0.00542283 0.0040245 0.00252236
internal_count=3910 3277 2979 1227 1752 1449 630
is_linear=0
shrinkage=0.1


Tree=5879
num_leaves=9
num_cat=0
split_feature=52 1 52 43 0 43 49 15
split_gain=3.57255e-05 5.86472e-05 9.78713e-05 5.48622e-05 6.49112e-05 7.99837e-05 4.14297e-05 4.05335e-05
threshold=-0.27466499999999994 0.10113500000000002 -0.062489999999999997 -0.083899999999999988 -0.099864999999999995 0.0016850000000000001 -0.006494999999999999 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 -5 -4
right_child=1 2 7 4 5 -7 -8 -9
leaf_value=-0.00034718271352099362 0.00018855827317510837 0.00073662223487344744 -0.00021023808438752414 -0.00026730733927362676 -0.00082004927901877444 -9.0289681067731945e-05 0.00025923625694482261 0.00024231678803461929
leaf_weight=0.0010607848658701216 0.0019912580814468164 0.0010321944010341739 0.0013826012521827729 0.001016680105487005 0.0010881379607780611 0.0012303131162515017 0.0013210052386722979 0.0016922015525810596
leaf_count=425 675 259 302 112 1163 443 243 288
internal_value=0 2.99835e-05 0.000214198 -8.38309e-05 -0.000200322 -0.000432794 3.02378e-05 3.88231e-05
internal_weight=0 0.0107544 0.004107 0.00664739 0.00465614 0.00231845 0.00233769 0.0030748
internal_count=3910 3485 849 2636 1961 1606 355 590
is_linear=0
shrinkage=0.00196078


Tree=5880
num_leaves=8
num_cat=0
split_feature=47 43 16 16 48 16 1
split_gain=1.41965e-05 3.18212e-05 7.79897e-05 4.92408e-05 4.07846e-05 7.65034e-05 5.50935e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15100500000000003 0.0015250000000000001 0.086215000000000014 -0.083564999999999987 0.085110000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.013353210503015698 0.0082142245654378849 -0.0023861010350498743 -0.024318916951025983 0.020748954611758443 -0.018442109491313637 -0.015983885685063117 0.02863426195376613
leaf_weight=0.0012093256701419721 0.0017237532745032558 0.0011177813634479603 0.0015258782383814019 0.001042738083308542 0.0012920264026040715 0.0014283212130664219 0.0011737495786949025
leaf_count=251 290 596 480 377 359 1140 417
internal_value=0 -0.00171097 -0.00411418 0.000977803 -0.00313565 0.00218078 0.0135029
internal_weight=0 0.00878982 0.00758049 0.00605462 0.00501188 0.00371985 0.00229153
internal_count=3910 3620 3369 2889 2512 2153 1013
is_linear=0
shrinkage=0.1


Tree=5881
num_leaves=9
num_cat=0
split_feature=13 47 47 51 0 3 16 15
split_gain=1.67211e-05 3.16587e-05 4.31388e-05 7.10898e-05 4.0657e-05 4.38437e-05 3.92345e-05 2.55411e-05
threshold=-0.23438999999999996 0.11669500000000001 0.084695000000000006 0.085845000000000019 -0.11287999999999999 -0.082139999999999977 -0.095609999999999987 0.014775000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.010409434607064198 -0.0010826900868452444 -0.018364886034189062 0.016796485472155964 -0.025294160115450971 -0.0063777781154142482 -0.017951941064666872 0.026450083978781826 0.015625665066088312
leaf_weight=0.0013282922098322358 0.0010111868380499617 0.0010026396803671346 0.0013496910548185638 0.001162286731333043 0.0010568270326326208 0.0014562150427285072 0.0010602485014026232 0.0010533518857272642
leaf_count=210 199 164 324 405 600 1161 151 696
internal_value=0 -0.00159698 0.000465911 -0.00277539 0.00186705 -0.00460487 0.0130098 0.00460583
internal_weight=0 0.00915245 0.00814981 0.00680012 0.00563783 0.00356639 0.00207144 0.00211018
internal_count=3910 3700 3536 3212 2807 2457 350 1296
is_linear=0
shrinkage=0.1


Tree=5882
num_leaves=8
num_cat=0
split_feature=4 4 4 1 150 1 4
split_gain=1.54184e-05 3.71802e-05 2.86129e-05 6.09096e-05 2.63822e-05 8.83467e-05 3.30383e-05
threshold=-0.39075499999999991 -0.08422499999999998 -0.0010999999999999996 0.085990000000000011 0.085075000000000026 0.11198000000000001 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=0.0094695499552621548 -0.017441439623122737 -0.0081267729559046913 -0.022514629258772022 0.024696058720720494 0.0091449974992705747 -0.0055980962696552082 0.019241261715217693
leaf_weight=0.0014584297019339292 0.0012740623080305484 0.0010044016290917856 0.0019280344648231721 0.0012934421618052618 0.001350446218030904 0.0010564868162248357 0.0010858062188200154
leaf_count=257 541 1142 701 618 235 115 301
internal_value=0 -0.0016149 0.000997483 0.010349 -0.00296659 -0.00698495 0.00699156
internal_weight=0 0.00899268 0.00771862 0.00229784 0.00542077 0.00407033 0.00214229
internal_count=3910 3653 3112 1760 1352 1117 416
is_linear=0
shrinkage=0.1


Tree=5883
num_leaves=8
num_cat=0
split_feature=484 3 3 2 49 2 43
split_gain=0.000177281 4.87837e-05 4.30027e-05 4.5911e-05 4.48885e-05 4.56023e-05 2.71831e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.078884999999999997 0.113945 -0.04682999999999999 0.093815000000000009 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00079059136467267595 0.00034288002239053116 -0.00026235010005267622 -0.00018637016753241732 -0.00020357606665546716 -0.00014315743111699384 0.00050376237067647741 0.00026239677450045653
leaf_weight=0.0010199451794928377 0.0019771234071012849 0.0018654781717055849 0.001130811041060404 0.0017573770073838462 0.0011059588826477001 0.0016878446088489088 0.0014934977286772679
leaf_count=627 362 1414 195 417 278 341 276
internal_value=0 6.38798e-05 2.86669e-06 7.18175e-05 0.000161142 0.000252801 8.98506e-05
internal_weight=0 0.0110181 0.00904097 0.00717549 0.00541811 0.0042873 0.00259946
internal_count=3910 3283 2921 1507 1090 895 554
is_linear=0
shrinkage=0.00196078


Tree=5884
num_leaves=9
num_cat=0
split_feature=160 133 484 13 12 0 1 1
split_gain=1.5165e-05 5.69014e-05 4.30264e-05 3.87492e-05 5.78255e-05 3.13131e-05 5.91491e-05 2.73881e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 0.042570000000000004 -0.083514999999999992 0.091475000000000015 -0.077944999999999987 0.094485000000000013 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -5 -7
right_child=1 3 -4 5 -6 7 -8 -9
leaf_value=-0.021733252028503021 -0.020112998063896548 0.031091981570010099 0.0058930231106703182 -0.02340001726099513 -0.001531007691479941 0.020764367670217252 0.0058060057931639854 -0.0018290969956019675
leaf_weight=0.0010806783733554673 0.0010244131733731206 0.0011879263240619315 0.0011785867992412031 0.0012124534031764762 0.0010013382799668536 0.0010589622843062514 0.001619878559637627 0.0010875465084276541
leaf_count=724 848 376 494 445 82 313 211 417
internal_value=0 0.00193237 -0.0073215 0.00508293 0.0161707 0.000207488 -0.00669639 0.0093172
internal_weight=0 0.00819252 0.00225927 0.00716811 0.00218926 0.00497884 0.00283233 0.00214651
internal_count=3910 2692 1218 1844 458 1386 656 730
is_linear=0
shrinkage=0.1


Tree=5885
num_leaves=9
num_cat=0
split_feature=52 52 12 160 160 15 15 15
split_gain=3.28864e-05 5.1144e-05 4.17365e-05 4.67671e-05 6.11846e-05 9.62955e-05 6.85989e-05 4.78808e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.10129000000000001 0.087825000000000014 -1.0000000180025095e-35 -0.10192499999999999 -0.026084999999999994 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.00034802845878990798 0.00038478053701751416 -0.00022341379745878236 -0.00037043312801271841 -0.00036886093314530104 -0.00026816241459992791 0.00078330019232556879 -2.6477036995335829e-05 0.00050591190433140604
leaf_weight=0.0010373367854292085 0.0012825038232143057 0.0018958956646881221 0.0012232250158227325 0.0010414109507518015 0.0013064681707391332 0.0010218482354405678 0.0016200991922678261 0.0010840631251223835
leaf_count=425 376 967 391 235 282 233 358 643
internal_value=0 1.79722e-05 -3.32008e-05 1.85586e-05 7.6792e-05 0.000189889 0.000350498 0.000186951
internal_weight=0 0.0104755 0.00919301 0.00796979 0.00692837 0.00503248 0.00372601 0.00270416
internal_count=3910 3485 3109 2718 2483 1516 1234 1001
is_linear=0
shrinkage=0.00196078


Tree=5886
num_leaves=8
num_cat=0
split_feature=11 13 39 16 12 52 0
split_gain=1.34405e-05 2.27723e-05 6.06755e-05 6.01375e-05 4.11821e-05 9.37999e-05 2.19269e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.086935000000000012 -0.010284999999999997 -0.084304999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=9.5476325843297513e-05 -0.010972590450759136 -0.023183581181947664 0.019720694079405292 -0.0090286080335844551 -0.014045360574653241 0.024822264368132323 0.020653895489569567
leaf_weight=0.0010392946603309853 0.0010207525996671291 0.0014553053019801792 0.0011379948991077403 0.0018195486112947766 0.0014430708184972321 0.0014880152731074116 0.0010359005537548109
leaf_count=300 279 234 387 512 1606 486 106
internal_value=0 0.00110806 -0.00150569 -0.00539801 5.04074e-05 0.00620031 0.0103579
internal_weight=0 0.00941913 0.00734393 0.00620594 0.00475063 0.00330756 0.0020752
internal_count=3910 3631 3225 2838 2604 998 406
is_linear=0
shrinkage=0.1


Tree=5887
num_leaves=7
num_cat=0
split_feature=47 43 16 457 3 12
split_gain=1.27157e-05 2.3752e-05 7.89992e-05 3.87677e-05 6.51206e-05 0.000115302
threshold=0.10436500000000001 -0.17307499999999998 0.15100500000000003 0.069705000000000003 0.090325000000000003 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.011461882692193488 0.0078116832283311212 0.027359069637859054 -0.024064192430808616 0.016688278108160325 -0.020317950089003389 -0.010997071941821392
leaf_weight=0.0011975513234075323 0.0017122939879578086 0.0013541903395266925 0.0015196155626973342 0.0013077658629387446 0.0014581857651259043 0.0018604564671175752
leaf_count=251 290 389 480 281 219 2000
internal_value=0 -0.00161597 -0.00370409 0.00146922 -0.00279007 0.0051607
internal_weight=0 0.00869777 0.00750021 0.0059806 0.00467283 0.00321465
internal_count=3910 3620 3369 2889 2608 2389
is_linear=0
shrinkage=0.1


Tree=5888
num_leaves=8
num_cat=0
split_feature=52 52 1 160 42 15 2
split_gain=4.06425e-05 6.52291e-05 9.63491e-05 5.3022e-05 4.87997e-05 3.87514e-05 6.01928e-05
threshold=-0.27466499999999994 -0.048794999999999991 0.097480000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10192499999999999 0.094010000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7
right_child=1 3 -4 4 5 6 -8
leaf_value=-0.00036628961763591128 9.5673717733767527e-06 -0.0004067022720729275 0.00073735080688634117 -0.00035318340847448066 -0.00017123358101958359 0.00045496320611501136 -5.0081609175120189e-05
leaf_weight=0.0010834354661134705 0.001903761157518486 0.0014135154823678199 0.0011054656134964701 0.0011394049864983102 0.0014855459402963512 0.0018310889026523943 0.0017983492120356903
leaf_count=425 460 924 305 695 266 579 256
internal_value=0 3.22811e-05 0.000276925 -6.3728e-05 1.37855e-05 9.55308e-05 0.000204719
internal_weight=0 0.0106771 0.00300923 0.0076679 0.00625439 0.00511498 0.00362944
internal_count=3910 3485 765 2720 1796 1101 835
is_linear=0
shrinkage=0.00196078


Tree=5889
num_leaves=8
num_cat=0
split_feature=42 160 151 4 4 13 16
split_gain=1.41484e-05 4.14829e-05 3.45604e-05 5.80549e-05 8.66372e-05 6.15726e-05 3.15351e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.070604999999999987 -0.0078249999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.0083051052658389725 -0.023454188128235298 -0.0085082498486093571 0.025421012989484522 0.025598306542461896 -0.02078889274710603 -0.0057802816047520895 0.0015913256769134671
leaf_weight=0.00173482084647041 0.0010108672377586135 0.0014100936505559358 0.0015189917159450954 0.0015198037529841179 0.001124300974757676 0.0010837029497913198 0.0010001102195123235
leaf_count=1060 635 364 494 297 204 451 405
internal_value=0 0.00158824 0.00539053 0.00912587 0.0024087 0.0124295 -0.0109984
internal_weight=0 0.00866787 0.00665689 0.0052468 0.003727 0.00260269 0.00201098
internal_count=3910 2850 1810 1446 1149 945 1040
is_linear=0
shrinkage=0.1


Tree=5890
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 12 0 1 4
split_gain=4.11811e-05 8.15923e-05 5.10611e-05 6.94916e-05 6.76688e-05 5.83891e-05 6.45068e-05 3.3398e-05 2.58818e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.106285 0.097510000000000013 -0.071924999999999989 0.079945000000000016 -0.10647999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -8
right_child=-2 2 3 4 -6 -7 8 -9 -10
leaf_value=0.00052987045871244595 -0.00037526205324699683 -0.00041933983289024778 0.00051277806591081985 -3.5222305633983434e-06 0.0003443342101438856 -0.00053231156740536482 6.6848189554578037e-06 -0.0004450792365983868 0.00044916230602243007
leaf_weight=0.001150918259031926 0.0010209223274421269 0.0011043728956831355 0.0010049933897310261 0.0012450890353372256 0.0014315445914550255 0.0011269042053161666 0.0010184952908043506 0.0013980692375287443 0.0010144882302873899
leaf_count=249 161 418 177 1223 437 313 196 552 184
internal_value=0 3.72539e-05 -2.34228e-05 2.96429e-05 -3.74718e-05 -0.000131659 -3.51056e-05 -0.000237079 0.000227487
internal_weight=0 0.0104949 0.00934396 0.00823958 0.00723459 0.00580305 0.00467614 0.00264316 0.00203298
internal_count=3910 3749 3500 3082 2905 2468 2155 1775 380
is_linear=0
shrinkage=0.00196078


Tree=5891
num_leaves=8
num_cat=0
split_feature=52 12 151 0 15 43 16
split_gain=1.39683e-05 3.77649e-05 3.82909e-05 3.61357e-05 3.36522e-05 6.08896e-05 3.10172e-05
threshold=-0.048794999999999991 0.10214500000000001 -0.0008699999999999999 -0.14733499999999997 -0.10192499999999999 -0.0037249999999999996 0.24895000000000003
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -6 -5
right_child=1 -3 4 6 5 -7 -8
leaf_value=-0.0087571611481260456 -0.015308664622969124 -0.020184014072621936 -0.0098109891996208502 0.023250288928423721 -0.0059738549350535569 0.021343332651998559 0.00025939593181030718
leaf_weight=0.0012502563037218774 0.001214007441475898 0.0010475947232996023 0.0011823149889579098 0.0012300304967557609 0.0014116419854447954 0.0019336759072771925 0.0011221242199178679
leaf_count=128 346 354 388 621 1053 579 441
internal_value=0 -0.00272358 0.000462173 0.00498026 0.00469085 0.00981615 0.0122822
internal_weight=0 0.00678924 0.00574164 0.00360241 0.00452763 0.00334532 0.00235215
internal_count=3910 2720 2366 1190 2020 1632 1062
is_linear=0
shrinkage=0.1


Tree=5892
num_leaves=7
num_cat=0
split_feature=4 15 2 48 4 52
split_gain=1.49335e-05 4.48364e-05 3.00241e-05 3.97607e-05 5.05684e-05 5.68288e-05
threshold=0.24280000000000004 -0.14487999999999998 0.11043500000000002 0.083775000000000002 -0.08422499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.023965161122901108 0.020791832290507226 -0.0077262018992452419 0.0095735314387848918 0.0078154301064849475 -0.019655441890337674 0.0085527957853725519
leaf_weight=0.001664347976836851 0.0011604324362595256 0.001050274560697381 0.0017529350350073258 0.0017182412067939922 0.0011580051218432624 0.0018634988760362788
leaf_count=635 348 201 451 505 630 1140
internal_value=0 0.00724333 -0.00202264 -0.00519676 -0.00996816 -0.00225814
internal_weight=0 0.00221071 0.00815703 0.00640409 0.00468585 0.0030215
internal_count=3910 549 3361 2910 2405 1770
is_linear=0
shrinkage=0.1


Tree=5893
num_leaves=9
num_cat=0
split_feature=50 2 48 3 15 2 3 12
split_gain=1.30076e-05 3.06688e-05 4.5076e-05 4.22698e-05 4.7708e-05 4.66255e-05 5.93246e-05 5.90746e-05
threshold=0.088425000000000017 0.12068000000000001 0.093225000000000016 0.11476000000000001 -0.097269999999999981 0.097575000000000009 -0.016619999999999996 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.015047262628575035 -0.010859869978332571 -0.014889813222880067 0.02117103870564517 0.017792524410860319 0.024778662911062743 -0.026135082527685732 -0.018737705625837927 -0.0070886327820095744
leaf_weight=0.0011514409755052982 0.0010038608608758182 0.0010607534892600598 0.0011910032125394933 0.0011392830134838699 0.0010619554971702774 0.001059635784098564 0.0013909468585046043 0.0012863466353071813
leaf_count=346 689 370 255 106 598 421 204 921
internal_value=0 0.00111929 0.00317007 0.000146035 -0.00323266 -0.00761873 -0.00237153 0.00732248
internal_weight=0 0.00934137 0.00828061 0.00708961 0.00595033 0.00479888 0.00373925 0.0023483
internal_count=3910 3221 2851 2596 2490 2144 1723 1519
is_linear=0
shrinkage=0.1


Tree=5894
num_leaves=8
num_cat=0
split_feature=0 16 47 4 49 15 1
split_gain=1.39667e-05 4.15867e-05 3.4057e-05 4.38237e-05 3.99042e-05 5.66282e-05 2.04543e-05
threshold=-0.017269999999999997 0.22945500000000005 0.087850000000000025 -0.06272999999999998 -0.07107999999999999 -0.095799999999999982 0.11899000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -4
right_child=1 -3 6 4 5 -7 -8
leaf_value=-0.012552366163348434 -0.0055245962287059506 0.021956624296576029 -0.0037328383226668208 -0.0070700487127899753 -0.0023854173542279251 0.025453601554322726 -0.023015281025034768
leaf_weight=0.0015272747035203994 0.0012095175172747519 0.0010108857904066459 0.0012064957792974828 0.0013587182963610092 0.0012725586755370547 0.001715923634565724 0.0010111962719044985
leaf_count=1255 277 169 341 294 444 1015 115
internal_value=0 0.00698681 -0.00196645 0.00201954 0.007139 0.0135992 -0.012525
internal_weight=0 0.0022204 0.00809217 0.00587448 0.0043472 0.00298848 0.00221769
internal_count=3910 446 3464 3008 1753 1459 456
is_linear=0
shrinkage=0.1


Tree=5895
num_leaves=9
num_cat=0
split_feature=484 1 0 133 15 4 2 151
split_gain=0.000140922 5.49975e-05 0.000117015 8.78714e-05 5.00734e-05 9.6017e-05 9.00354e-05 0.000110167
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 -8
right_child=1 4 3 -5 -6 6 7 -9
leaf_value=-0.00070527327798827841 -0.00069482390329276276 0.00067988318473062007 0.00037231045729808118 -0.00034238528876153666 -0.00016382750858311322 -0.00022511100252817581 -0.00014833445780788852 0.0006932972029608204
leaf_weight=0.0010333917967585713 0.0010551412796122876 0.0014070642070682111 0.0015867591775621756 0.0011341380337058036 0.0015379647703531833 0.0019343151207306315 0.0010295284724668784 0.0014264250945729888
leaf_count=627 804 456 388 434 498 343 113 247
internal_value=0 5.17293e-05 -0.000140539 7.44074e-05 0.000150705 0.000234147 9.12897e-05 0.000340488
internal_weight=0 0.0111113 0.00377604 0.0027209 0.0073353 0.00579733 0.00439027 0.00245595
internal_count=3910 3283 1626 822 1657 1159 703 360
is_linear=0
shrinkage=0.00196078


Tree=5896
num_leaves=7
num_cat=0
split_feature=1 0 49 52 51 15
split_gain=1.63517e-05 3.98717e-05 2.04679e-05 3.99771e-05 4.0245e-05 7.76238e-05
threshold=0.076710000000000014 0.047345000000000005 -0.047309999999999998 0.067395000000000024 -0.09021499999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.015510107086317596 0.012366871412455495 0.0066309724156331787 0.011884279555110807 0.015605392495963825 0.0033037790727491142 -0.028668789483878871
leaf_weight=0.00186273216828529 0.0016658736352094528 0.0014436976341379668 0.0010504172481902298 0.0012165922479780338 0.0017236028735543383 0.0013573279300305959
leaf_count=1913 357 95 257 341 331 616
internal_value=0 -0.00584257 0.00268783 -0.000327172 -0.00501897 -0.010782
internal_weight=0 0.00330643 0.00701381 0.00534794 0.00413135 0.00308093
internal_count=3910 2008 1902 1545 1204 947
is_linear=0
shrinkage=0.1


Tree=5897
num_leaves=9
num_cat=0
split_feature=484 43 13 1 0 4 4 133
split_gain=0.00013904 4.15651e-05 8.47401e-05 5.68508e-05 8.50365e-05 9.0414e-05 4.25502e-05 3.44762e-05
threshold=-1.0000000180025095e-35 -0.074254999999999988 0.17936000000000002 0.11235500000000002 -0.23029999999999998 -1.0000000180025095e-35 -0.23071499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -3 6 -6 -2
right_child=1 3 -4 -5 5 -7 -8 -9
leaf_value=-0.00070519609214794363 0.00060205665703918392 0.00034287280261645597 -0.0002129484261797228 0.00027936489097598108 -0.00033007114927081883 -0.00064931439648104115 0.00017855027986691556 0.00016550327365739563
leaf_weight=0.0010016813202255873 0.0015341995020783925 0.0011184891643147314 0.0012307112795070904 0.0016756014969508681 0.0011243653938091003 0.0015040896601758004 0.0014451710305068265 0.001272289714157406
leaf_count=627 383 96 188 357 178 368 1072 641
internal_value=0 5.81441e-05 0.000216032 -3.46707e-05 -0.000136016 -0.000267504 -4.40098e-05 0.00040415
internal_weight=0 0.0109049 0.0040372 0.00686772 0.00519212 0.00407363 0.00256954 0.00280649
internal_count=3910 3283 1212 2071 1714 1618 1250 1024
is_linear=0
shrinkage=0.00196078


Tree=5898
num_leaves=9
num_cat=0
split_feature=43 13 0 4 0 47 1 52
split_gain=1.51976e-05 3.25347e-05 4.24591e-05 3.22556e-05 3.31196e-05 3.42049e-05 4.4751e-05 8.88876e-05
threshold=-0.057994999999999998 0.17936000000000002 -0.077944999999999987 -0.34687499999999999 -0.083674999999999986 0.087235000000000021 0.087545000000000026 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5 -8
right_child=3 -3 -4 4 -6 -7 7 -9
leaf_value=-0.003191461888581739 -0.018298141389784504 -0.0096852026371263104 0.02226333098958146 -0.015297955754309176 0.015665906473889459 -0.019250206862502166 -0.0088149532420653352 0.031434700481528223
leaf_weight=0.0011763715990488091 0.001131408337714147 0.0010671686376048481 0.0014793401434976972 0.0010827591391612749 0.0011107523240227787 0.0010656249178922347 0.0012049377611593158 0.0010074067198009083
leaf_count=1043 227 206 525 621 813 156 127 192
internal_value=0 0.00506193 0.0109879 -0.00292799 0.000250298 -0.00367632 0.00136022 0.00951301
internal_weight=0 0.00372288 0.00265571 0.00660289 0.00547148 0.00436073 0.0032951 0.00221234
internal_count=3910 1774 1568 2136 1909 1096 940 319
is_linear=0
shrinkage=0.1


Tree=5899
num_leaves=10
num_cat=0
split_feature=133 50 156 12 160 16 12 1 15
split_gain=2.68622e-05 3.97086e-05 4.78252e-05 4.60296e-05 6.93272e-05 4.66666e-05 4.7647e-05 0.000103163 4.17919e-05
threshold=0.10064500000000001 0.086465000000000014 0.084090000000000012 -0.036459999999999992 0.087825000000000014 -0.013279999999999998 0.086935000000000012 0.092385000000000009 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -7
right_child=-2 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.00027921004374443191 -0.00031679966196953581 -0.00033739456576301562 -0.00031626653333227759 0.00075354025221539985 -0.00026771754679126992 0.00075856991980302157 -0.00014948204049554831 -0.00011740107490171289 0.00023241177864541607
leaf_weight=0.0010085535240404219 0.0010056071997673168 0.0010776692913561777 0.0011379905523044498 0.0010183425638790149 0.0011716309450578773 0.0010563945522690528 0.0015233571551294322 0.0010747229892800426 0.00128805388670465
leaf_count=365 598 562 489 322 265 269 614 153 273
internal_value=0 1.88679e-05 6.02443e-05 0.000112874 0.000168316 0.00025402 0.000114332 0.000306339 0.000469496
internal_weight=0 0.0103567 0.00927905 0.00814106 0.0071325 0.00596087 0.00361642 0.00209307 0.00234445
internal_count=3910 3312 2750 2261 1896 1631 1089 475 542
is_linear=0
shrinkage=0.00196078


Tree=5900
num_leaves=10
num_cat=0
split_feature=52 52 160 150 2 3 52 4 4
split_gain=3.35242e-05 6.17159e-05 3.60129e-05 4.99559e-05 4.09401e-05 9.26874e-05 8.84806e-05 3.43646e-05 3.73432e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.083205000000000015 0.10393500000000001 -0.089974999999999986 0.10433000000000002 0.05309500000000001 -0.080534999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 -7
right_child=1 2 -4 -5 6 7 -8 -9 -10
leaf_value=-0.00034041220089675817 0.00042671645484273715 -0.00036555181494919416 -0.00036697990444057297 0.00042099634912245044 -0.00052164489773763286 0.00037622461266305092 0.00021349114442195454 0.00053812964478426833 -0.00015044057842036014
leaf_weight=0.0010441817451202111 0.0013067361968554332 0.0013131315703421992 0.0010690944913637869 0.0010227928065195922 0.00161777516793996 0.0010113463507517681 0.0010303810660656435 0.0010796443740002763 0.0010602421186999985
leaf_count=425 376 427 258 369 305 456 188 242 864
internal_value=0 2.79604e-05 -2.86504e-05 1.58108e-05 -4.24555e-05 7.2118e-05 -0.000235608 0.000254497 0.000106677
internal_weight=0 0.0105111 0.00920441 0.00813531 0.00711252 0.00446436 0.00264816 0.00315123 0.00207159
internal_count=3910 3485 3109 2851 2482 1989 493 1562 1320
is_linear=0
shrinkage=0.00196078


Tree=5901
num_leaves=8
num_cat=0
split_feature=11 3 15 3 52 1 4
split_gain=1.54433e-05 2.16881e-05 2.6573e-05 9.9698e-05 3.89014e-05 4.11704e-05 0.000166131
threshold=0.077330000000000024 -0.10628499999999998 0.085120000000000015 -0.055684999999999991 0.10433000000000002 0.094485000000000013 0.080255000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.013233726377439187 -0.01179184479164868 -0.027711173500736992 0.01221783093673859 -0.0121238537142532 0.019458666125157745 0.037878070564029725 -0.016436887580341706
leaf_weight=0.0012940134364431864 0.0010111534981401471 0.00133672639277872 0.0013260810417580126 0.0019725677848271305 0.0011126317721514298 0.0010102282092107205 0.0012724223768518401
leaf_count=247 279 1329 1078 290 162 242 283
internal_value=0 0.00121937 -0.000716552 -0.00327481 0.00281044 -0.00154265 0.00760118
internal_weight=0 0.00932467 0.00803066 0.00670458 0.00536785 0.00425522 0.00228265
internal_count=3910 3631 3384 2306 977 815 525
is_linear=0
shrinkage=0.1


Tree=5902
num_leaves=9
num_cat=0
split_feature=47 52 0 2 16 0 3 4
split_gain=1.57574e-05 2.99442e-05 3.90031e-05 5.83742e-05 5.93947e-05 4.79288e-05 3.93096e-05 2.04067e-05
threshold=0.10436500000000001 0.11401500000000002 -0.14867499999999997 0.096540000000000015 0.0032450000000000005 -0.23029999999999998 -0.08348499999999999 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4 -5
right_child=-2 -3 3 7 -6 -7 -8 -9
leaf_value=0.0049641529781435136 0.0087359845159046753 -0.017593082428392325 0.019827065573368358 0.0085285522738873677 -0.022873467102341172 -0.024822433941296154 -0.0071035701412635573 0.028090897933501592
leaf_weight=0.0010143844048469131 0.0017045429448702557 0.0010521198030460348 0.0010548990194459004 0.0011247389992595155 0.0010618410883522869 0.0011556076819060901 0.0011147863947454078 0.0010139912645549137
leaf_count=94 290 582 816 171 325 175 836 621
internal_value=0 -0.00178933 0.000415833 0.00498764 -0.00349414 -0.0108984 0.00599008 0.0178032
internal_weight=0 0.00859237 0.00754025 0.00537026 0.00323153 0.00216999 0.00216969 0.00213873
internal_count=3910 3620 3038 2769 1977 269 1652 792
is_linear=0
shrinkage=0.1


Tree=5903
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 4 12 3
split_gain=3.3803e-05 7.45551e-05 5.81259e-05 5.90498e-05 8.94918e-05 6.27747e-05 2.06416e-05 4.09265e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.10575999999999998 0.091845000000000024 -0.0021099999999999995 0.086865000000000012 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8
right_child=-2 2 3 5 -6 -7 7 -9
leaf_value=0.00050124446346352177 -0.00035126973048675456 -0.00045761852700740372 -5.808869501985939e-05 -0.00013416672676070106 0.00068296604901320758 -0.00041532034006299426 0.0004479379150514183 -6.5490510226875694e-05
leaf_weight=0.0011291793934168478 0.0010030717367858115 0.0010905508051022609 0.0014039621752082489 0.0015313668212778991 0.0011314506267047506 0.0016064882476049388 0.001051347564837135 0.0013809281196388871
leaf_count=249 161 418 202 826 162 536 405 951
internal_value=0 2.57583e-05 -3.26262e-05 2.45539e-05 0.000272614 -8.83579e-05 4.4162e-05 0.000156438
internal_weight=0 0.0103253 0.00919609 0.00810554 0.00253541 0.00557013 0.00396364 0.00243228
internal_count=3910 3749 3500 3082 364 2718 2182 1356
is_linear=0
shrinkage=0.00196078


Tree=5904
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 42 0 4
split_gain=3.17982e-05 8.02557e-05 6.35813e-05 6.9409e-05 5.71916e-05 6.87423e-05 6.31153e-05 6.20023e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.084100000000000022 -0.10943499999999999 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-5.4384816002632441e-05 -0.00033876259045527142 0.00050490642663178226 -0.0004903794216199257 0.00036358975220834492 -0.00067821262480846731 -0.00036364340443464775 -7.4382897332813508e-06 0.00050493172069824871
leaf_weight=0.0016037889577826979 0.0010067369912891812 0.0011916224239411537 0.0010486630678662187 0.001789175176447326 0.0010471141111047253 0.0010825805771149271 0.0011120960260331131 0.0014517550422295951
leaf_count=509 161 279 398 421 211 935 438 558
internal_value=0 2.63049e-05 -3.61255e-05 2.27824e-05 -7.40466e-05 6.09315e-05 -0.000332732 0.000211359
internal_weight=0 0.0103268 0.00913517 0.00808651 0.00629733 0.00413812 0.00215921 0.00305554
internal_count=3910 3749 3470 3072 2651 2002 649 1067
is_linear=0
shrinkage=0.00196078


Tree=5905
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 1 0 0
split_gain=3.19684e-05 8.69707e-05 5.46844e-05 5.63597e-05 6.75074e-05 9.13653e-05 6.67987e-05 5.88333e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.085110000000000005 -0.060094999999999989 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00054004012683667288 -0.00034220537879546217 0.00051539740934416275 -0.00045844720250048064 0.00031749745490846845 -0.00068230453335891888 0.00047155725500362249 9.2534511173919022e-05 -4.2304979721163429e-05
leaf_weight=0.0010045036475038441 0.0010074895591270878 0.0012213102391273609 0.0010685072237934133 0.0018212153226293123 0.0010659596856651356 0.0014473252343260067 0.0017775091630134797 0.0011458641473422913
leaf_count=1189 161 279 398 421 211 659 154 438
internal_value=0 2.33655e-05 -4.1036e-05 1.29444e-05 -7.31668e-05 7.19984e-05 -0.00013587 -0.000350744
internal_weight=0 0.0105522 0.00933088 0.00826238 0.00644116 0.00422934 0.00278201 0.00221182
internal_count=3910 3749 3470 3072 2651 2002 1343 649
is_linear=0
shrinkage=0.00196078


Tree=5906
num_leaves=8
num_cat=0
split_feature=4 1 16 52 13 16 15
split_gain=1.57295e-05 4.61603e-05 3.25268e-05 4.89451e-05 4.77062e-05 4.66147e-05 4.2392e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11110500000000002 0.0024700000000000004 0.070590000000000014 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.01870562004153661 -0.0074079391605862523 0.02147877271324377 -0.0027570250927496324 0.020369673003069771 -0.020685098410633696 -0.012978220890332532 0.020033198387050581
leaf_weight=0.0010297848728110844 0.0010784166314715684 0.0011358242824212005 0.0017102517928123924 0.001038526473547405 0.0012324581935965048 0.0015404131588353568 0.0015612621473312569
leaf_count=148 196 353 765 509 509 447 983
internal_value=0 0.00740988 -0.0020994 0.000314979 -0.00313075 0.00136537 0.00811914
internal_weight=0 0.00221424 0.0081127 0.00708291 0.00604439 0.00481193 0.00327151
internal_count=3910 549 3361 3213 2704 2195 1748
is_linear=0
shrinkage=0.1


Tree=5907
num_leaves=9
num_cat=0
split_feature=484 42 160 151 47 3 0 3
split_gain=0.000162242 4.78725e-05 5.19029e-05 4.6836e-05 4.73023e-05 9.46641e-05 0.000109054 6.56925e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.0088999999999999982 0.10436500000000001 0.12046500000000002 -0.099024999999999988 -0.082139999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.00076236448605266239 -0.00021904734004279974 -0.00027824507108960625 -0.0001295940838599386 0.00072742416105874745 0.00063299289294444796 -0.00026138794786490351 0.00037972129701864868 -0.00029412251874539762
leaf_weight=0.0010058301073963835 0.0019291982869986445 0.001093932250596852 0.0015308835265027678 0.0015946831069624874 0.0010485906792582064 0.0013911664472954 0.0011570970112840312 0.0010711523325283778
leaf_count=627 987 537 353 198 109 131 362 606
internal_value=0 6.09327e-05 0.000121708 0.000177846 0.000252999 0.000176579 0.000335956 5.57946e-05
internal_weight=0 0.0108167 0.00888751 0.00779357 0.00626269 0.0052141 0.00382293 0.00222825
internal_count=3910 3283 2296 1759 1406 1297 1166 968
is_linear=0
shrinkage=0.00196078


Tree=5908
num_leaves=8
num_cat=0
split_feature=52 160 150 4 16 1 16
split_gain=1.78672e-05 4.0094e-05 3.62205e-05 6.44033e-05 3.00648e-05 2.93171e-05 5.08774e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.086420000000000011 -0.0031049999999999997 -0.067969999999999989 0.08844500000000001 -0.27337499999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7
right_child=1 4 -4 -5 -6 6 -8
leaf_value=-0.0037325643616744324 -0.019330181668616442 -0.0062131892652869244 -0.010130835058797166 0.028071868925883783 -0.0097799295630181197 -0.001102355834067674 0.028435439655038555
leaf_weight=0.0012825588891725117 0.0012409645352479386 0.0012979167167137028 0.0010347436501667055 0.0012643582608514261 0.0018592792813659307 0.0012647464321258418 0.0010820174837133309
leaf_count=720 924 907 157 313 352 284 253
internal_value=0 -0.00309306 0.00564622 0.012056 0.000567886 0.00584667 0.0125166
internal_weight=0 0.00674492 0.00358166 0.00254692 0.00550396 0.00364468 0.00234676
internal_count=3910 2720 1190 1033 1796 1444 537
is_linear=0
shrinkage=0.1


Tree=5909
num_leaves=9
num_cat=0
split_feature=48 16 15 47 0 1 1 12
split_gain=3.92586e-05 9.62011e-05 7.09272e-05 6.14994e-05 6.60082e-05 0.000105657 6.6225e-05 6.03518e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.092255000000000018 -0.10575999999999998 0.081005000000000008 0.090740000000000015 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 -4 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00056218089194030939 -0.0003746310222188465 -0.00050177294455131904 -8.7170199096170818e-05 0.00042318970407111405 -0.00032008311640113491 -0.00060025354747535588 0.0005807093294259068 0.00024784543538709282
leaf_weight=0.0011600765653112409 0.0010119164288163009 0.0011100575061441286 0.0012212407981580966 0.0012688627768143159 0.0011682962254341103 0.0015437071699006136 0.0010717168960792237 0.0018722226346486038
leaf_count=249 161 418 194 211 650 809 150 1068
internal_value=0 2.99054e-05 -3.68052e-05 2.65557e-05 -4.66245e-05 -0.000182484 0.000224993 2.96232e-05
internal_weight=0 0.0104162 0.0092561 0.00814605 0.00687718 0.00458423 0.00229296 0.00304052
internal_count=3910 3749 3500 3082 2871 2527 344 1718
is_linear=0
shrinkage=0.00196078


Tree=5910
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 0 15 13
split_gain=3.80728e-05 8.01644e-05 5.98325e-05 5.71893e-05 4.58573e-05 5.26711e-05 6.59815e-05 0.00010775
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -0.017269999999999997 -0.091024999999999981 -0.003375
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00042950700845242011 -0.00036918473334977467 0.00049818604291205874 -0.00047273069537501927 0.00034035518136482103 -0.00031487814277281532 0.00033191488348178165 0.00016170812701503837 -0.00063546611139185657
leaf_weight=0.0011367964030709107 0.0010248085285891754 0.0012252664214080873 0.0010648691414581355 0.0010054007988212492 0.0017973590046135501 0.0017012864602891017 0.0012597228143927366 0.0013510038604274417
leaf_count=128 161 279 398 349 1150 275 714 456
internal_value=0 2.66933e-05 -3.53158e-05 2.11328e-05 -4.41171e-05 4.74039e-05 -8.64506e-05 -0.000250815
internal_weight=0 0.0105417 0.00931644 0.00825157 0.00711477 0.00531741 0.00361613 0.00261073
internal_count=3910 3749 3470 3072 2944 1794 1519 1170
is_linear=0
shrinkage=0.00196078


Tree=5911
num_leaves=11
num_cat=0
split_feature=484 133 52 52 52 16 15 3 2 16
split_gain=0.000152617 3.99938e-05 6.84755e-05 0.000103133 5.08943e-05 6.36029e-05 0.000113948 0.000102441 8.06423e-05 4.87386e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 0.091210000000000013 -0.083564999999999987 -0.07142999999999998 0.088060000000000013 0.083585000000000007 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5 -6
right_child=1 -3 3 4 9 6 -8 -9 -10 -11
leaf_value=-0.00073330539774934405 -0.00038407993133347449 -0.00031472384525907946 0.00070138056024867345 -7.4648337073490723e-05 2.6251488209217404e-05 0.00020036610682378674 -0.00069002057227319992 -0.00030441952417868239 0.00063111319341768116 0.0006290256731335519
leaf_weight=0.0010400192129674394 0.0010636388510308721 0.0010453215263577847 0.0011125609576742102 0.0010243844877461659 0.0010149330782801332 0.0010075354493610279 0.001223830652976118 0.0013920926326468474 0.0015864200388923607 0.0010485377394958079
leaf_count=627 334 516 257 224 508 240 502 169 423 110
internal_value=0 5.09919e-05 8.74911e-05 0.000140792 6.56288e-05 -2.27181e-05 -0.000287982 0.00012515 0.000354198 0.000332547
internal_weight=0 0.0115193 0.0104739 0.0094103 0.00829773 0.00623426 0.00223137 0.0040029 0.0026108 0.00206347
internal_count=3910 3283 2767 2433 2176 1558 742 816 647 618
is_linear=0
shrinkage=0.00196078


Tree=5912
num_leaves=10
num_cat=0
split_feature=48 16 15 15 47 2 4 1 3
split_gain=3.81201e-05 7.89998e-05 8.03389e-05 6.46455e-05 6.29442e-05 7.53563e-05 9.24456e-05 9.00494e-05 4.82672e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.085165000000000018 0.11043500000000002 -0.34687499999999999 0.089175000000000018 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00049694954628530096 -0.00037554000398321637 -0.00053404301777294327 0.00048927608780050382 -0.00071175861766311602 0.00040658513840036918 0.00033951143118437474 -0.00010467773403069636 -0.0004830000030812684 0.0004198682851513904
leaf_weight=0.0011804608678209318 0.0010356089603662738 0.0011203766671970166 0.001013611406416039 0.0011187087714426037 0.0010492396793370393 0.0011645845997409702 0.0015020401350787161 0.001385858864868784 0.001224069259772254
leaf_count=249 161 418 177 186 213 335 1362 473 336
internal_value=0 1.83408e-05 -4.06433e-05 2.47133e-05 -3.85395e-05 -0.000111569 -0.000212 -7.60347e-05 0.000130852
internal_weight=0 0.010759 0.00957849 0.00845811 0.0074445 0.00639526 0.00523068 0.00411197 0.00272611
internal_count=3910 3749 3500 3082 2905 2692 2357 2171 1698
is_linear=0
shrinkage=0.00196078


Tree=5913
num_leaves=8
num_cat=0
split_feature=49 42 2 2 13 1 457
split_gain=1.51656e-05 3.72223e-05 3.98938e-05 4.07239e-05 4.02983e-05 5.2983e-05 3.34846e-05
threshold=-0.045004999999999996 0.092395000000000019 0.10796500000000002 0.096540000000000015 -0.0038299999999999996 0.090355000000000005 0.084715000000000013
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.0030375125763200364 -0.012858813981583245 -0.01957307472010561 -0.011408224727633132 0.021646468456915882 -0.006401903281385745 0.024345014660617333 0.020512854546780358
leaf_weight=0.0014568606329282293 0.0014365619428439664 0.0010700802888616153 0.0019981688109296219 0.0011685289635778801 0.0011492067762080204 0.0010939371821903857 0.001030994175448711
leaf_count=371 1334 742 450 297 401 157 158
internal_value=0 -0.0022287 0.000482193 0.00538275 0.00021804 0.00859276 0.00672202
internal_weight=0 0.00791648 0.0068464 0.00484823 0.00367971 0.00224314 0.00248785
internal_count=3910 3381 2639 2189 1892 558 529
is_linear=0
shrinkage=0.1


Tree=5914
num_leaves=7
num_cat=0
split_feature=42 43 3 16 48 4
split_gain=1.65006e-05 3.5e-05 6.95914e-05 3.0222e-05 4.49819e-05 3.18691e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.15737500000000001 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
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leaf_value=-0.0090297002157217945 -0.0022448608509994493 0.018535495874097686 0.031309900753538442 -0.017713503461032638 -0.012040828134185815 -0.0012720675545472339
leaf_weight=0.0017185115107064422 0.0015060128164969544 0.0014929460562544336 0.0010483294358669178 0.0010657953158612656 0.0017664214987620098 0.0017816438228875353
leaf_count=1060 750 648 583 245 252 372
internal_value=0 0.00169727 0.0115264 -0.00241403 0.000820658 0.00775857
internal_weight=0 0.00866115 0.00255434 0.00610681 0.00504101 0.00327459
internal_count=3910 2850 1333 1517 1272 1020
is_linear=0
shrinkage=0.1


Tree=5915
num_leaves=7
num_cat=0
split_feature=0 4 4 2 150 15
split_gain=1.4723e-05 2.53571e-05 3.6518e-05 3.96947e-05 4.37978e-05 2.31087e-05
threshold=1.0000000180025095e-35 -0.06272999999999998 -0.0010999999999999996 0.086915000000000006 0.085075000000000026 -0.14487999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.012480230495245919 0.0077102185813323794 0.015605580212273812 -0.014120460089407478 0.0057684111851704425 0.019847101877838693 -0.014865614549968334
leaf_weight=0.0017826603617348983 0.0019699158069013097 0.0013535850936091274 0.0019516177975014088 0.0010974775842180369 0.0011289102609323195 0.0010738179332717859
leaf_count=1308 394 954 384 255 159 456
internal_value=0 -0.00189661 0.000959679 -0.0028151 0.00387047 -0.00443618
internal_weight=0 0.00838807 0.00660541 0.00525182 0.00330021 0.0021713
internal_count=3910 3516 2208 1254 870 711
is_linear=0
shrinkage=0.1


Tree=5916
num_leaves=9
num_cat=0
split_feature=123 1 484 12 49 52 15 16
split_gain=4.93832e-05 5.08585e-05 6.069e-05 6.21211e-05 6.66847e-05 9.2447e-05 0.000153252 3.77411e-05
threshold=1.0000000180025095e-35 0.12864500000000004 0.084225000000000008 0.10214500000000001 -0.045004999999999996 -1.0000000180025095e-35 -0.10192499999999999 -0.079209999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=0.00022344682485645858 0.00040963722315484581 0.0003178800337945862 0.00030892078851683333 -0.00057296186366396465 -0.00066558245049287549 -0.00069394722519755233 -4.8441280351637412e-05 0.00040932186104459509
leaf_weight=0.0019271948517655107 0.0010000002164479481 0.0012981203109074914 0.0012357527847959094 0.0011824330856565557 0.0012595410743480515 0.0010421816067395194 0.0013405791905984981 0.0014322781183294382
leaf_count=273 334 233 391 390 765 194 766 564
internal_value=0 -4.59682e-05 -9.61085e-05 -0.000157265 -8.70634e-05 -0.000204987 -5.2921e-05 0.000188009
internal_weight=0 0.0107181 0.00941996 0.00818421 0.00700177 0.00507458 0.00381504 0.00277286
internal_count=3910 3576 3343 2952 2562 2289 1524 1330
is_linear=0
shrinkage=0.00196078


Tree=5917
num_leaves=10
num_cat=0
split_feature=484 4 4 42 0 16 15 4 13
split_gain=0.000169563 5.05098e-05 8.349e-05 8.01364e-05 7.48545e-05 0.000101774 8.0152e-05 5.64706e-05 4.44739e-05
threshold=-1.0000000180025095e-35 -0.083329999999999987 -0.034289999999999994 0.088115000000000013 -0.10575999999999998 -0.094359999999999986 -0.11399999999999998 -0.49269499999999994 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 6 -4 -2 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00075590350329202062 -0.00012478126294305502 -0.0005419640305910267 0.00023310747362848057 0.00041382210872092587 -0.00037812937532268189 0.00051683616391901921 -0.00052671459569965438 0.00070359627345023123 0.00017133782014062203
leaf_weight=0.0010629003569374339 0.0010223129309059353 0.0010349676090150696 0.0010203918937214708 0.0017862659128935338 0.0019051046425893324 0.0013917807697375034 0.0011192354400924088 0.0011525002366951274 0.0012671710681732692
leaf_count=627 167 901 151 454 745 151 142 318 254
internal_value=0 6.2054e-05 -2.11231e-05 5.35094e-05 -6.4878e-05 0.000104113 -0.000164354 0.000261606 0.000424855
internal_weight=0 0.0116997 0.00825775 0.00722278 0.00543651 0.00353141 0.00213963 0.00344198 0.00241967
internal_count=3910 3283 2544 1643 1189 444 293 739 572
is_linear=0
shrinkage=0.00196078


Tree=5918
num_leaves=7
num_cat=0
split_feature=4 1 457 12 4 1
split_gain=1.48027e-05 4.06917e-05 2.6508e-05 3.93743e-05 7.71581e-05 6.45502e-05
threshold=0.24280000000000004 0.11198000000000001 0.084485000000000018 0.051320000000000005 -0.083329999999999987 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0047611821387747114 -0.0067235828610824645 0.020338202345224331 -0.015173157288275778 0.0075582359903012186 -0.021454553613147735 0.023623568651513643
leaf_weight=0.0017149600255200743 0.0010830171757492922 0.0011410527907796337 0.0012938496035765877 0.001870997952791123 0.001797081249060889 0.0015036183283266621
leaf_count=288 196 353 231 636 1933 273
internal_value=0 0.00716039 -0.00204026 0.000427125 -0.00665584 0.00849928
internal_weight=0 0.00222407 0.00818051 0.00688666 0.00366808 0.00321858
internal_count=3910 549 3361 3130 2569 561
is_linear=0
shrinkage=0.1


Tree=5919
num_leaves=8
num_cat=0
split_feature=50 2 48 484 4 52 15
split_gain=1.56384e-05 3.16509e-05 3.99436e-05 3.65227e-05 4.0191e-05 7.35532e-05 4.91121e-05
threshold=0.088425000000000017 0.12068000000000001 0.093225000000000016 0.084225000000000008 0.0021050000000000005 0.071660000000000015 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.024647706337605803 -0.011851509689316121 -0.015001549750316376 0.020189494205318979 0.018015130717679764 -0.0070566681947046468 0.0054872591517019379 0.019237621282357117
leaf_weight=0.0016764023566664917 0.0010157107693686039 0.0010667898669615575 0.0011977270569698906 0.0010143003568199409 0.0014087637517971271 0.0015670960223006555 0.0014327931200346089
leaf_count=823 689 370 255 337 428 799 209
internal_value=0 0.00121239 0.00329709 0.000447181 -0.00248117 -0.010088 0.00620165
internal_weight=0 0.00936387 0.00829708 0.00709936 0.00608506 0.0032435 0.00284156
internal_count=3910 3221 2851 2596 2259 1622 637
is_linear=0
shrinkage=0.1


Tree=5920
num_leaves=10
num_cat=0
split_feature=484 42 43 3 160 133 16 48 2
split_gain=0.00019508 4.79887e-05 7.78846e-05 0.000125331 5.77149e-05 5.45138e-05 4.94379e-05 8.69266e-05 3.9546e-05
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.074254999999999988 -0.078669999999999976 -0.080734999999999987 -0.0023199999999999996 0.15737500000000001 0.086285000000000014 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 8 -7
right_child=1 2 4 -5 5 6 -8 -9 -10
leaf_value=-0.00081563302325655907 -0.00033657684362996975 5.8071163685535714e-05 -0.00042895390393758151 0.00086331798408368677 -0.00034273959760126448 0.00025446707021072333 -0.00022241046613340044 -5.7360961849354084e-05 0.00079849498836013491
leaf_weight=0.0010490583957953438 0.0010198121250847491 0.0019452695106741244 0.0010526228591777494 0.0012024975221799909 0.0010213371060953354 0.0010025597270169463 0.0010475945885302764 0.0017943630095921294 0.0010535532166407349
leaf_count=627 267 664 306 385 695 315 205 171 275
internal_value=0 6.88292e-05 0.000109684 0.000365688 -5.89876e-06 6.93313e-05 0.000155256 0.000258007 0.000533227
internal_weight=0 0.0111396 0.0101198 0.00314777 0.00697203 0.00591941 0.00489807 0.00385048 0.00205611
internal_count=3910 3283 3016 1049 1967 1661 966 761 590
is_linear=0
shrinkage=0.00196078


Tree=5921
num_leaves=9
num_cat=0
split_feature=484 3 1 2 3 3 2 15
split_gain=0.000138398 5.27727e-05 4.34942e-05 9.16874e-05 8.44682e-05 6.92808e-05 8.39001e-05 6.70303e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.10113500000000002 0.10362500000000001 0.090325000000000003 -0.069909999999999986 0.091025000000000009 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -7 -6
right_child=1 2 4 -5 7 6 -8 -9
leaf_value=-0.00069691273861186736 0.00035347701799897508 -0.00029383667034702996 0.00050999640094353952 -0.00063895860060571514 0.0002431832464193334 -0.0001071914243262091 0.00061436390432950628 -0.00041737231594807256
leaf_weight=0.0010077333849984856 0.0019652977746696916 0.0017006390017120804 0.0015580518741889478 0.0010392326174746029 0.0012145256128074195 0.0013699993404859452 0.001131063857068744 0.0011497503273666843
leaf_count=627 362 1524 426 310 171 210 160 120
internal_value=0 6.19184e-05 -6.13856e-07 -0.00011748 0.00015554 1.15007e-05 0.00021912 -7.80457e-05
internal_weight=0 0.0111286 0.00916326 0.00524093 0.00392233 0.0042017 0.00250106 0.00236428
internal_count=3910 3283 2921 2204 717 1894 370 291
is_linear=0
shrinkage=0.00196078


Tree=5922
num_leaves=9
num_cat=0
split_feature=48 16 15 48 47 2 16 3
split_gain=5.00682e-05 8.82978e-05 6.84998e-05 6.34558e-05 4.17086e-05 5.58144e-05 8.41432e-05 4.4876e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.016865000000000002 0.092255000000000018 0.106285 0.15100500000000003 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00053941122534060029 -0.00042768677712280983 -0.00049583337876665605 -0.000319444860116137 0.00033499551014080307 0.00026297580896776504 0.00022250178332000657 -0.00074876955757462301 0.00017589647612235607
leaf_weight=0.0011549985590537442 0.0010164576428626322 0.0010959598773691197 0.001516124665925584 0.0019480398732543017 0.0011686626723162331 0.0011914617742956129 0.0010110988063271862 0.0013114033638580882
leaf_count=249 161 418 1430 410 191 367 201 483
internal_value=0 2.82653e-05 -3.56088e-05 2.63036e-05 -7.07069e-05 -0.000148233 -0.000263304 -8.97063e-05
internal_weight=0 0.0103977 0.00924275 0.00814679 0.00619875 0.00503009 0.00383863 0.00282753
internal_count=3910 3749 3500 3082 2672 2481 2114 1913
is_linear=0
shrinkage=0.00196078


Tree=5923
num_leaves=8
num_cat=0
split_feature=484 3 1 3 3 43 15
split_gain=0.000183576 3.92203e-05 5.3825e-05 8.63022e-05 6.03204e-05 0.000110469 3.19439e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 0.084925000000000014 -0.077544999999999989 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=-0.00080855646665653979 0.00032080324725022245 5.0194705726673227e-05 0.0004880113010385733 0.00014138063822792746 0.00014945676304344452 -0.00071744065339349346 -0.00030661771424806864
leaf_weight=0.0010058289880688692 0.0019255285804584054 0.001544712128324265 0.0018676350323668387 0.0012887247861390777 0.0017954412459104145 0.0013512375724003263 0.0011651775330147186
leaf_count=627 362 697 513 180 130 1259 142
internal_value=0 6.67849e-05 1.25163e-05 0.000170394 -0.000132915 -0.000307981 -7.13408e-05
internal_weight=0 0.0109385 0.00901293 0.00432154 0.00469139 0.00289595 0.0024539
internal_count=3910 3283 2921 835 2086 1956 322
is_linear=0
shrinkage=0.00196078


Tree=5924
num_leaves=8
num_cat=0
split_feature=43 13 0 4 48 13 4
split_gain=1.46549e-05 3.55103e-05 3.68285e-05 2.92371e-05 3.03854e-05 5.65044e-05 5.91292e-05
threshold=-0.057994999999999998 0.17936000000000002 -0.077944999999999987 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.0020689138946006751 -0.017410584830103725 -0.010421142874216673 0.021494639800352842 -0.012375663365840856 -0.011259436408480322 0.030511115115068013 0.00020942298173419181
leaf_weight=0.0011906393742648475 0.0011486148718610157 0.0010785011745374513 0.0014975533226105015 0.0012701624721666292 0.0016487136309909283 0.0011350543435601121 0.0014884436069175283
leaf_count=1043 227 206 525 1141 308 225 235
internal_value=0 0.00490797 0.011058 -0.00289004 0.000119227 0.00493736 0.0133194
internal_weight=0 0.00376669 0.00268819 0.00669099 0.00554237 0.00389366 0.0026235
internal_count=3910 1774 1568 2136 1909 1601 460
is_linear=0
shrinkage=0.1


Tree=5925
num_leaves=8
num_cat=0
split_feature=159 1 2 151 0 2 4
split_gain=1.58152e-05 3.54123e-05 4.39062e-05 4.5041e-05 6.70785e-05 5.04781e-05 4.30875e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 -0.044604999999999992 -0.17106499999999999 0.10393500000000001 -0.029114999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 -2
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.011419687203154186 0.0018871139544325674 0.018850508161879668 -0.012753879330592478 0.030553587184452682 0.014677185992769924 -0.010870820400226633 -0.022354230231537528
leaf_weight=0.0010987721733099589 0.0014094084194394034 0.0010198798999309861 0.0011830100324951107 0.0010996889080105272 0.001534288764679003 0.0015594100581603181 0.0015283118492868814
leaf_count=633 782 298 374 97 784 497 445
internal_value=0 0.00126411 -0.000893188 0.00447855 0.00934004 0.00179946 -0.0107241
internal_weight=0 0.009334 0.00831412 0.0053764 0.00419339 0.0030937 0.00293772
internal_count=3910 3277 2979 1752 1378 1281 1227
is_linear=0
shrinkage=0.1


Tree=5926
num_leaves=8
num_cat=0
split_feature=4 1 16 2 13 43 3
split_gain=1.49747e-05 3.65396e-05 2.50879e-05 5.9126e-05 5.67822e-05 4.49805e-05 6.08958e-05
threshold=0.24280000000000004 0.11198000000000001 -0.19424999999999998 0.11043500000000002 -0.084184999999999996 -0.092484999999999984 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.016508742585172962 -0.0059371756656212095 0.019688289805728561 -0.022930312599798219 0.018128460066206456 -0.014949892113741129 0.025493981919450678 -0.0033989367751149839
leaf_weight=0.0010456970678200802 0.0010849560461407772 0.0011422888232431321 0.0012935105603726531 0.0014464838294146179 0.0012709308096044737 0.0011627469282107904 0.0019575777975670309
leaf_count=148 196 353 748 412 403 1081 569
internal_value=0 0.00720538 -0.00204381 7.7267e-05 -0.00451584 0.000908416 0.00736762
internal_weight=0 0.00222724 0.00817695 0.00713125 0.00568477 0.00439126 0.00312032
internal_count=3910 549 3361 3213 2801 2053 1650
is_linear=0
shrinkage=0.1


Tree=5927
num_leaves=10
num_cat=0
split_feature=52 52 160 150 151 16 4 133 4
split_gain=5.37326e-05 4.93006e-05 5.81106e-05 5.65847e-05 4.89087e-05 7.72686e-05 5.6366e-05 8.08527e-05 3.30102e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.083205000000000015 -0.0095999999999999992 -0.15168999999999996 -0.0021099999999999995 1.0000000180025095e-35 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 7 -7 -6
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00041973512054412852 0.00038901999019627876 -0.00041920701848784174 -0.00043489708927191143 0.00047109274369475036 0.00010098758372662446 0.00027307240840954394 -0.00046405482684868353 -0.00041082494895353447 0.00057884855443614725
leaf_weight=0.0011042656596515791 0.0013225958166561127 0.001014020601433456 0.0011183027470161337 0.0010312343158324659 0.0011134349091056154 0.0019096911034096678 0.0012374184035738641 0.0010193902684342395 0.0011096991590997529
leaf_count=425 376 191 258 369 134 887 438 590 242
internal_value=0 3.42178e-05 -1.49029e-05 4.07802e-05 -1.91568e-05 4.43302e-05 -0.000113173 3.50598e-05 0.000339517
internal_weight=0 0.0108758 0.00955319 0.00843489 0.00740365 0.00638963 0.0041665 0.00292908 0.00222313
internal_count=3910 3485 3109 2851 2482 2291 1915 1477 376
is_linear=0
shrinkage=0.00196078


Tree=5928
num_leaves=7
num_cat=0
split_feature=13 2 3 1 3 0
split_gain=1.6876e-05 5.2937e-05 3.62331e-05 5.21507e-05 3.20214e-05 8.37475e-05
threshold=-0.091229999999999992 0.099990000000000009 0.11265500000000002 0.10113500000000002 -0.082139999999999977 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.0087325074543563221 0.0045957409977006062 0.019620760520412006 -0.01631284115334258 0.014356933202699941 0.00285313172992169 -0.035011529330764471
leaf_weight=0.001201148828280526 0.0018505166684935049 0.0014575620035623211 0.0015114482543065744 0.0019789473269483122 0.0014036739622873269 0.0010004466147905851
leaf_count=363 1319 244 134 635 196 1019
internal_value=0 0.00681136 -0.00242248 0.000945493 -0.00529253 -0.0129038
internal_weight=0 0.00265871 0.00774503 0.00623358 0.00425464 0.00240412
internal_count=3910 607 3303 3169 2534 1215
is_linear=0
shrinkage=0.1


Tree=5929
num_leaves=8
num_cat=0
split_feature=47 16 43 52 150 4 3
split_gain=1.66834e-05 4.70424e-05 5.30714e-05 5.89482e-05 4.35041e-05 4.95975e-05 5.45397e-05
threshold=0.11669500000000001 -0.50388999999999984 -0.17307499999999998 0.086950000000000013 0.086025000000000018 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.020209717231741444 -0.011819281751252464 0.017410632222247296 -0.002955377301219672 -0.021804692075268937 -0.01821403539135056 -0.0096117498192849257 0.025546899203082347
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leaf_count=261 179 246 1010 926 264 600 424
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internal_weight=0 0.00929719 0.00814375 0.00687354 0.00529574 0.00426441 0.0027163
internal_count=3910 3731 3470 3224 2298 2034 1434
is_linear=0
shrinkage=0.1


Tree=5930
num_leaves=8
num_cat=0
split_feature=48 16 15 48 12 15 12
split_gain=4.66998e-05 7.46117e-05 6.90182e-05 7.36499e-05 5.89668e-05 9.88174e-05 7.46723e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00049565255504288445 -0.00040576358371147766 -0.00048627048894574621 -0.00073057132188945678 0.00036242264607693652 0.00023658585563213644 0.00022779241707360741 -0.00034125158697233732
leaf_weight=0.0011741113828342377 0.0010404655541178089 0.0011163674195865505 0.0010049645762475324 0.0019853768270757617 0.0017406564160282805 0.0019234976175420146 0.0016446874257056722
leaf_count=249 161 418 535 410 497 254 1386
internal_value=0 2.95725e-05 -2.85473e-05 3.30235e-05 -7.05561e-05 -0.000187462 -3.44977e-05
internal_weight=0 0.0105897 0.00941555 0.00829918 0.00631381 0.00457315 0.00356819
internal_count=3910 3749 3500 3082 2672 2175 1640
is_linear=0
shrinkage=0.00196078


Tree=5931
num_leaves=7
num_cat=0
split_feature=0 4 43 4 4 2
split_gain=1.56546e-05 2.51091e-05 3.60161e-05 7.61712e-05 3.30847e-05 5.61339e-05
threshold=1.0000000180025095e-35 -0.06272999999999998 -0.079374999999999987 -1.0000000180025095e-35 0.05309500000000001 0.10796500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.012448838265848311 0.0079580980513350042 -0.011648624913233766 0.029117661142666187 -0.015807108626773293 0.018756353957046341 -0.009837825079465885
leaf_weight=0.001789680446679604 0.0019724568438502657 0.0016982360953516967 0.0010506450942106031 0.0011118921734528269 0.0013904915994852783 0.0013561237497890408
leaf_count=1308 394 931 380 300 302 295
internal_value=0 -0.00194184 0.000904087 0.00524648 -0.00125348 0.00463816
internal_weight=0 0.00839707 0.00660739 0.00490915 0.00385851 0.00274662
internal_count=3910 3516 2208 1277 897 597
is_linear=0
shrinkage=0.1


Tree=5932
num_leaves=10
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split_feature=48 48 51 2 159 52 13 3 4
split_gain=4.69564e-05 6.84498e-05 5.904e-05 5.42964e-05 5.99088e-05 4.2848e-05 0.000104164 5.60411e-05 2.96378e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=0.00062888803080409623 -0.00041106827492849024 0.00047369146820026647 -0.00046570415434057596 0.00038713445359464353 -0.0004688447090262508 -0.00026830954712361876 -0.00040063872849413652 0.00038240225739925534 -9.2337602115676431e-05
leaf_weight=0.0011806366839480164 0.0010208718603855879 0.0011825110442844509 0.0010473484927115582 0.0013554786725392303 0.0010686049345775828 0.0013479148060834443 0.0011427859063810031 0.0010007557008977969 0.0010218011008810834
leaf_count=468 161 279 398 425 415 726 700 205 133
internal_value=0 2.97125e-05 -2.75697e-05 2.89566e-05 -4.28368e-05 3.71145e-05 0.000131842 -5.35499e-05 0.000142562
internal_weight=0 0.0103478 0.00916533 0.00811798 0.0067625 0.00569389 0.00434598 0.00316534 0.00202256
internal_count=3910 3749 3470 3072 2647 2232 1506 1038 338
is_linear=0
shrinkage=0.00196078


Tree=5933
num_leaves=7
num_cat=0
split_feature=150 151 52 13 43 15
split_gain=1.47531e-05 5.5001e-05 3.6109e-05 5.04731e-05 3.03656e-05 4.23832e-05
threshold=0.084800000000000014 -0.03268999999999999 0.11401500000000002 -0.091229999999999992 -0.083899999999999988 -0.053579999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=-0.023589534756343532 0.0080362680999735946 0.017486827851645098 -0.015745564157145155 0.0083100359738116115 0.0038057536557388701 -0.021269035507941951
leaf_weight=0.0010211965929100139 0.0018492363473863434 0.0019368619684179272 0.0010823951158226161 0.0017777805068834363 0.0013708612718118136 0.0013262424947920854
leaf_count=363 458 376 568 493 590 1062
internal_value=0 -0.00181792 0.00114881 0.00400082 -0.00183632 -0.00852423
internal_weight=0 0.00851534 0.00749414 0.00641175 0.00447488 0.0026971
internal_count=3910 3452 3089 2521 2145 1652
is_linear=0
shrinkage=0.1


Tree=5934
num_leaves=9
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split_feature=48 16 15 48 47 4 13 3
split_gain=3.44076e-05 7.925e-05 5.29839e-05 5.36984e-05 3.87796e-05 5.48661e-05 3.9041e-05 3.82938e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.016865000000000002 0.092255000000000018 -0.083329999999999987 -0.032264999999999995 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00051799804445281674 -0.00034787582215529744 -0.00043629890855321227 -0.00022386451732674375 0.00031002850251025016 0.00025742708735015252 -0.00063212065604699831 -0.00012232007686802001 0.00025004429690602363
leaf_weight=0.0011407582035442955 0.0010144674909743417 0.0010876778860139909 0.0011304881995428686 0.0019304702068039239 0.0011661135160215665 0.0010841070747966844 0.0012359824161967464 0.0015603349153324839
leaf_count=249 161 418 407 410 191 1255 481 338
internal_value=0 3.05393e-05 -2.9935e-05 2.45815e-05 -6.46276e-05 -0.000139574 -0.000360534 5.09423e-05
internal_weight=0 0.0103359 0.00919517 0.0081075 0.00617703 0.00501091 0.00232009 0.00269082
internal_count=3910 3749 3500 3082 2672 2481 1736 745
is_linear=0
shrinkage=0.00196078


Tree=5935
num_leaves=10
num_cat=0
split_feature=484 133 1375 156 12 2 16 16 52
split_gain=0.000160196 5.01284e-05 5.4905e-05 4.94186e-05 4.8275e-05 8.22259e-05 6.29396e-05 5.83221e-05 1.76718e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=1 -3 3 -5 -6 6 8 -9 -10
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leaf_weight=0.0010172126459838419 0.0010597931398429331 0.0010326594173461498 0.0016814290627649069 0.0011488835438263328 0.0011906016693121095 0.0010389945805773248 0.0010945683477215213 0.0016157632912508601 0.0010763375474967835
leaf_count=627 142 516 510 398 305 172 376 709 155
internal_value=0 5.87206e-05 0.000101576 0.0001521 0.000208717 0.000275137 0.000405244 0.000202746 0.000652875
internal_weight=0 0.010939 0.00990637 0.00884658 0.00769769 0.00650709 0.00482566 0.00265476 0.00217091
internal_count=3910 3283 2767 2625 2227 1922 1412 881 531
is_linear=0
shrinkage=0.00196078


Tree=5936
num_leaves=9
num_cat=0
split_feature=48 16 15 15 2 12 49 52
split_gain=4.39385e-05 6.52991e-05 5.69347e-05 6.74033e-05 5.27176e-05 6.0081e-05 6.20676e-05 6.04754e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.106285 0.097510000000000013 -0.0057999999999999987 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=0.00046879676381049787 -0.00039645396326701586 -0.00044503740937086448 0.00050698064825872228 -0.00036801533451437737 0.00030450925216035337 -0.00052053249221182499 -9.5316273725662572e-05 0.00044521025959469316
leaf_weight=0.0011541867072512044 0.0010253100164781389 0.0010978086734548627 0.0010018317819621113 0.0013824793726584703 0.0014091819596562293 0.0011458250593282607 0.0019331477606184908 0.0013526204035388073
leaf_count=249 161 418 177 402 437 313 972 781
internal_value=0 2.88495e-05 -2.56165e-05 3.03639e-05 -3.57406e-05 -0.000118208 -1.94577e-05 0.000127197
internal_weight=0 0.0104771 0.0093229 0.00822509 0.00722325 0.00581407 0.00466825 0.00328577
internal_count=3910 3749 3500 3082 2905 2468 2155 1753
is_linear=0
shrinkage=0.00196078


Tree=5937
num_leaves=10
num_cat=0
split_feature=484 52 52 2 2 0 2 43 3
split_gain=0.000143909 4.98954e-05 0.000109204 4.16916e-05 7.37693e-05 0.000114445 6.97338e-05 7.68993e-05 3.42742e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.12663500000000003 0.10946500000000002 0.059810000000000009 0.086650000000000019 -0.0037249999999999996 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -8
right_child=1 2 3 -5 -6 -7 8 -9 -10
leaf_value=-0.00069872760275752977 -0.00032977864841496481 0.00065454659945181739 -0.00044371786210042658 -0.00034139859253408861 0.00044272433693103724 -0.00062405620085641072 0.00013689722993499466 0.0001728241104878688 0.0006316332533660066
leaf_weight=0.0010468776804851811 0.0011325528890221087 0.0012202100091330296 0.0013537013059785428 0.0010313323088709499 0.0016804838587507658 0.001011390097565284 0.0011588512604766392 0.0018281715272604859 0.0010054910818736718
leaf_count=627 379 279 712 254 243 97 830 413 76
internal_value=0 6.0843e-05 0.000103838 2.97447e-05 7.73645e-05 -1.92098e-05 9.52142e-05 -8.94785e-05 0.000366737
internal_weight=0 0.0114222 0.0102896 0.00906942 0.00803809 0.00635761 0.00534622 0.00318187 0.00216434
internal_count=3910 3283 2904 2625 2371 2128 2031 1125 906
is_linear=0
shrinkage=0.00196078


Tree=5938
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 47 4 1 3
split_gain=4.23325e-05 8.35618e-05 5.90832e-05 6.28719e-05 5.44314e-05 6.19401e-05 7.88051e-05 8.06395e-05 4.93574e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.096369999999999983 0.11043500000000002 0.084545000000000023 -0.34687499999999999 0.089175000000000018 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00052630449739904622 -0.00038860845508587445 -0.00045556547394098775 0.00048169769140711153 -0.00067856439223800606 0.00035407449438800949 0.00033113309815850509 -0.00012034519249719885 -0.0004634219839158907 0.00041532173905892882
leaf_weight=0.0011558531189757261 0.0010246618289583053 0.0011176303811476175 0.0010155315983636174 0.0010526773351271093 0.0011395059851054025 0.0010085017722238441 0.0014606930561363268 0.0013671239263328807 0.0012084807727845378
leaf_count=249 161 418 190 185 342 206 1359 468 332
internal_value=0 2.88838e-05 -3.24755e-05 2.48232e-05 -3.92878e-05 -0.0001128 -0.000200776 -7.61674e-05 0.00012218
internal_weight=0 0.010526 0.00937014 0.00825251 0.00723698 0.00609748 0.00508898 0.0040363 0.00266917
internal_count=3910 3749 3500 3082 2892 2550 2344 2159 1691
is_linear=0
shrinkage=0.00196078


Tree=5939
num_leaves=9
num_cat=0
split_feature=11 13 39 0 49 2 3 2
split_gain=1.45553e-05 2.17381e-05 4.96662e-05 6.75621e-05 4.75439e-05 4.2795e-05 6.8235e-05 2.62767e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 0.11230000000000001 0.084925000000000014 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0015902524384073643 -0.01141601893928507 -0.018886912202104221 0.018253297992847299 -0.028346730242013153 1.806514798892859e-05 -0.012375303120552591 0.032048168167273065 0.020254711362413195
leaf_weight=0.0010527162823200612 0.0010216234977622205 0.0010826231737080102 0.0010822858684300498 0.0010299371239999924 0.001955451418315018 0.0010755080868765509 0.0010079313418734429 0.0011545440684752786
leaf_count=297 279 156 366 328 2001 180 94 209
internal_value=0 0.00114938 -0.00150123 -0.00497684 -0.000277158 0.00471118 0.0109124 0.00983612
internal_weight=0 0.009441 0.00723374 0.00615145 0.00512151 0.00403889 0.00296338 0.00220726
internal_count=3910 3631 3125 2759 2431 2275 2095 506
is_linear=0
shrinkage=0.1


Tree=5940
num_leaves=8
num_cat=0
split_feature=484 3 3 2 15 4 15
split_gain=0.00015222 4.56929e-05 4.49453e-05 5.7378e-05 0.000104864 5.44655e-05 8.01375e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.078884999999999997 0.10362500000000001 -0.074174999999999977 -1.0000000180025095e-35 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.00073474102677129549 0.00032790380363299402 -0.00026990214566241538 0.00046991605759854433 0.00026607989399920644 -0.00047319325982040337 -0.00032433615273399824 0.0003960179490898245
leaf_weight=0.0010166812126773837 0.0019806418868805057 0.0018896363289859323 0.0018428740177331223 0.0013477271255742565 0.0016297514365007234 0.0012390092529462374 0.0011401009340306434
leaf_count=627 362 1414 507 317 277 316 90
internal_value=0 5.80411e-05 -7.65771e-07 6.98742e-05 -0.000138568 0.000216875 2.0867e-05
internal_weight=0 0.0110697 0.0090891 0.00719946 0.00297748 0.00422198 0.00237911
internal_count=3910 3283 2921 1507 594 913 406
is_linear=0
shrinkage=0.00196078


Tree=5941
num_leaves=8
num_cat=0
split_feature=49 42 52 1 13 0 1
split_gain=1.51713e-05 4.30129e-05 3.57761e-05 3.57051e-05 2.77598e-05 3.68522e-05 4.42703e-05
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decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -6 -7
right_child=1 -3 4 -5 5 6 -8
leaf_value=-0.0030189539509428835 -0.012653545639448075 -0.020830805889960557 -0.0095484095572850505 0.021356652677817875 0.023487868771579823 -0.0063156791936131475 0.0188413734785563
leaf_weight=0.0015057543764674356 0.0015549741042310489 0.0010735388137989785 0.0011017465573286266 0.0010000148167021391 0.0011564157791545981 0.0019873021026795348 0.001079469412071894
leaf_count=283 688 742 139 246 141 1449 222
internal_value=0 -0.00221404 0.000690911 0.00670898 0.00458773 0.00827557 0.00253932
internal_weight=0 0.00795345 0.00687991 0.00250577 0.00532493 0.00422319 0.00306677
internal_count=3910 3381 2639 529 1951 1812 1671
is_linear=0
shrinkage=0.1


Tree=5942
num_leaves=10
num_cat=0
split_feature=484 52 52 160 150 16 133 13 52
split_gain=0.000172296 5.80615e-05 0.000137013 5.85247e-05 6.83367e-05 4.4393e-05 7.91042e-05 7.73133e-05 8.83715e-05
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decision_type=2 2 2 2 2 2 2 2 2
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leaf_count=627 379 279 272 175 359 861 637 154 167
internal_value=0 6.12576e-05 0.000106491 2.36632e-05 7.88576e-05 1.18591e-05 8.9157e-05 0.00021455 0.000403822
internal_weight=0 0.0116032 0.0104878 0.00922745 0.00820267 0.00719442 0.005747 0.00443058 0.00288831
internal_count=3910 3283 2904 2625 2450 2091 1819 1182 321
is_linear=0
shrinkage=0.00196078


Tree=5943
num_leaves=7
num_cat=0
split_feature=0 42 15 15 150 4
split_gain=1.68381e-05 2.42989e-05 5.08643e-05 7.13187e-05 7.86282e-05 4.53213e-05
threshold=-1.0000000180025095e-35 0.088115000000000013 0.024640000000000006 -0.017214999999999998 0.082085000000000019 0.25367000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.02843786044007493 0.0081915033797737794 0.0080989950309387892 -0.020997146838537217 0.02197875933544326 0.014550973222040435 -0.0027291246897309363
leaf_weight=0.0013992171833778666 0.0019957403891134899 0.0018547251858957716 0.0015070947530509303 0.0011381329369367322 0.0012343757556106992 0.0013447062447479517
leaf_count=687 394 1157 890 315 249 218
internal_value=0 -0.00201784 -0.00485077 -9.4694e-05 -0.00640958 -0.0158389
internal_weight=0 0.00847825 0.00662353 0.00511643 0.0039783 0.00274392
internal_count=3910 3516 2359 1469 1154 905
is_linear=0
shrinkage=0.1


Tree=5944
num_leaves=9
num_cat=0
split_feature=133 133 42 15 12 52 1 1
split_gain=2.95612e-05 4.19628e-05 5.30666e-05 7.21434e-05 6.04267e-05 0.000130843 8.11786e-05 0.000140814
threshold=0.10064500000000001 0.065880000000000008 0.095385000000000011 0.079360000000000014 0.093375000000000014 1.0000000180025095e-35 0.11097000000000001 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
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leaf_weight=0.0019032279575455996 0.0010118614230757864 0.0011296650134124458 0.0011283928384731188 0.0012931875944434722 0.0010789313512733437 0.0016415254134672244 0.0013802894984506374 0.0010688277581643868
leaf_count=423 598 721 321 834 338 288 231 156
internal_value=0 2.49003e-05 -1.76065e-05 -7.14432e-05 6.41496e-06 8.33089e-05 -9.46065e-05 8.78862e-05
internal_weight=0 0.010624 0.00949438 0.00836599 0.0070728 0.00599387 0.00435235 0.00297206
internal_count=3910 3312 2591 2270 1436 1098 810 579
is_linear=0
shrinkage=0.00196078


Tree=5945
num_leaves=8
num_cat=0
split_feature=403 160 42 43 2 1 484
split_gain=1.45174e-05 4.39773e-05 7.47331e-05 6.37564e-05 3.19266e-05 4.14285e-05 1.87919e-05
threshold=0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.091310000000000016 0.073820000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 -1
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.024080019994045635 0.011276974791945392 -0.02234931019606172 0.021909476355596428 -0.014102633668298054 0.016902902823612311 -0.0054840665534513474 -0.0047567150456597589
leaf_weight=0.0010050983892224206 0.0010178066839310286 0.0010586172039658342 0.0018623349452447048 0.0011942495180300682 0.0015497760502063643 0.0017715276438213957 0.0010080139022280777
leaf_count=708 470 709 586 423 249 363 402
internal_value=0 -0.00129272 0.00225669 0.00634085 -8.00622e-05 0.00496207 -0.0144044
internal_weight=0 0.00944962 0.00743651 0.00637789 0.00451555 0.0033213 0.00201311
internal_count=3910 3440 2330 1621 1035 612 1110
is_linear=0
shrinkage=0.1


Tree=5946
num_leaves=7
num_cat=0
split_feature=1 52 1 3 0 52
split_gain=1.41458e-05 3.38172e-05 4.5247e-05 5.29243e-05 4.7192e-05 4.30725e-05
threshold=0.12730000000000002 0.11401500000000002 0.11097000000000001 0.096385000000000012 -0.077944999999999987 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.022475051696036044 0.0094631274168317601 -0.01881812980222438 -0.015479313527797224 0.02104136607194736 0.011537994676328996 0.0012290825840490024
leaf_weight=0.0012605338642234787 0.0013561376729047609 0.0010015972960333097 0.0014294938519262765 0.0014478513777505808 0.0019881497699637462 0.0019561933911359788
leaf_count=733 345 576 260 155 735 1106
internal_value=0 -0.00148594 0.000661972 0.0041303 -0.000573881 -0.00805982
internal_weight=0 0.00908382 0.00808222 0.00665273 0.00520488 0.00321673
internal_count=3910 3565 2989 2729 2574 1839
is_linear=0
shrinkage=0.1


Tree=5947
num_leaves=9
num_cat=0
split_feature=484 1375 133 3 1 15 3 0
split_gain=0.000168084 5.46592e-05 6.4926e-05 4.45345e-05 6.26947e-05 8.04577e-05 7.83453e-05 5.96346e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10064500000000001 -0.12008499999999998 0.095575000000000007 -0.0058549999999999991 0.10420500000000001 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 -7
right_child=1 2 -4 4 6 7 -8 -9
leaf_value=-0.00076921696102977451 -0.00036011612994072052 0.00044436515868509567 -0.00035346384730196594 -0.00054735575812067075 0.00056367023740569921 0.00039546625448027379 -1.3179965597922565e-05 -0.00022852769083683139
leaf_weight=0.0010150051583117129 0.001050159339301567 0.0017581536032651281 0.0010372367383506926 0.0010482069838675533 0.0018103340772603457 0.0012657616034165685 0.0018104834023601627 0.00110105987846289
leaf_count=627 146 327 512 650 449 445 269 485
internal_value=0 6.50861e-05 0.000110506 0.00016523 9.54783e-05 -9.51087e-05 0.000275233 0.00010518
internal_weight=0 0.0108814 0.00983124 0.008794 0.00703585 0.00341503 0.00362082 0.00236682
internal_count=3910 3283 3137 2625 2298 1580 718 930
is_linear=0
shrinkage=0.00196078


Tree=5948
num_leaves=9
num_cat=0
split_feature=484 52 52 15 12 3 1 2
split_gain=0.000131967 5.34088e-05 0.000104174 5.66564e-05 7.26052e-05 8.01863e-05 0.000157622 0.00012117
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.091435000000000002 0.091475000000000015 0.11265500000000002 0.095575000000000007 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00068136650668907067 -0.00036287343028290815 0.0006396967266996934 -0.00030412871788383563 -0.00040944927336605423 -0.00024831674728849259 -0.00018313509355197889 0.00097396803525603352 0.00045408761825483214
leaf_weight=0.0010316934968919314 0.001081909040856103 0.0011932062194369786 0.0014806617050785876 0.0010308269405889395 0.0019617208737146095 0.0016407891981000382 0.0010826979849794614 0.0017899699202240046
leaf_count=627 379 279 676 501 463 210 330 445
internal_value=0 5.13252e-05 9.53459e-05 2.30696e-05 7.91105e-05 0.000186269 0.000325499 0.000110832
internal_weight=0 0.0112618 0.0101799 0.00898667 0.00795584 0.00599412 0.00435333 0.00327063
internal_count=3910 3283 2904 2625 2124 1661 1451 1121
is_linear=0
shrinkage=0.00196078


Tree=5949
num_leaves=10
num_cat=0
split_feature=52 1 52 0 13 52 1 0 15
split_gain=4.98479e-05 6.20332e-05 6.66006e-05 5.9195e-05 5.59225e-05 5.43195e-05 6.70833e-05 6.39258e-05 2.33442e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.081429999999999989 -0.083674999999999986 -0.028919999999999998 -0.0041199999999999995 0.095825000000000007 -0.10303999999999998 -0.12259499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -4 -7 8 -8
right_child=1 2 5 4 -6 6 7 -9 -10
leaf_value=-0.00041653692229667795 -0.00058460299279008976 0.0005771268467271275 -0.00027680608214404471 -0.00032302993766877321 0.00027157672873255259 0.00049354846173856862 -1.918919896281771e-05 -0.00041360082520033203 0.00040389999132765651
leaf_weight=0.001045941887775668 0.0010038121992487583 0.0011140786429877933 0.0014404480996821848 0.0011882044209538174 0.0012456162290416291 0.0015361979226411826 0.0010031915209545183 0.0010050826564148171 0.0010023661384992314
leaf_count=425 993 315 290 388 410 469 127 371 122
internal_value=0 3.22567e-05 0.000136922 -0.000183957 -1.87135e-05 5.50108e-05 0.000160131 -9.99714e-06 0.000192268
internal_weight=0 0.010539 0.00710136 0.00343763 0.00243382 0.00598729 0.00454684 0.00301064 0.00200556
internal_count=3910 3485 1694 1791 798 1379 1089 620 249
is_linear=0
shrinkage=0.00196078


Tree=5950
num_leaves=8
num_cat=0
split_feature=1 4 52 13 4 1 42
split_gain=1.68757e-05 3.60919e-05 2.3731e-05 5.78229e-05 6.10008e-05 9.89493e-05 3.33312e-05
threshold=0.076710000000000014 -0.083329999999999987 0.067395000000000024 -0.0024749999999999993 0.0057500000000000008 0.11052000000000002 0.086325000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -2
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.0029380094644606272 0.02607689476194254 -0.018010021715505805 0.014109875394608102 -0.025093717220160558 0.023820225162155085 -0.017943554315136809 0.00078714086819810431
leaf_weight=0.0019487430376184474 0.0010080622834592332 0.0014231017203603232 0.0014481960639374609 0.001313033278145899 0.0010846722045141006 0.0011893471941635224 0.0010789379201487032
leaf_count=454 415 1554 380 405 107 130 465
internal_value=0 -0.0059032 0.00268418 -0.000232013 -0.0079321 0.00197712 0.0130026
internal_weight=0 0.00337184 0.00712225 0.00567405 0.00358705 0.00227402 0.002087
internal_count=3910 2008 1902 1522 642 237 880
is_linear=0
shrinkage=0.1


Tree=5951
num_leaves=10
num_cat=0
split_feature=133 50 42 51 160 457 49 12 1
split_gain=4.05398e-05 5.24225e-05 4.2639e-05 6.66253e-05 5.50537e-05 5.46223e-05 5.20087e-05 3.49989e-05 8.139e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00032088451281221453 -0.00038078919873759472 -0.00037651041193068643 0.00043684647192955491 0.00053689371676583254 -0.00042365049519174099 0.00043992086315481141 0.00059249497690400219 -0.00019933434541270827 -0.00014067403415045861
leaf_weight=0.0017048916879816613 0.0010342572306590884 0.001115658993318224 0.0010943881804512624 0.0010025272734078975 0.0011053316382184141 0.0010662108656232768 0.0011013174094027852 0.0012711912910675399 0.0012348491964593975
leaf_count=520 598 562 319 421 246 145 290 582 227
internal_value=0 2.57466e-05 7.25889e-05 2.56145e-05 0.000112726 3.91417e-05 -5.15316e-05 6.24894e-05 0.000204957
internal_weight=0 0.0106964 0.00958071 0.00848632 0.00678143 0.0057789 0.00471269 0.00360736 0.00233617
internal_count=3910 3312 2750 2431 1911 1490 1345 1099 517
is_linear=0
shrinkage=0.00196078


Tree=5952
num_leaves=8
num_cat=0
split_feature=52 52 160 12 52 16 15
split_gain=1.49877e-05 3.88485e-05 3.87729e-05 5.33686e-05 6.33089e-05 5.65279e-05 9.58453e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.043720000000000009 0.10214500000000001 0.091210000000000013 -0.055679999999999993 -0.10192499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.011025993361468804 0.015368200628847901 -0.017800167898572937 -0.019403737473852739 -0.019452821413586063 0.022036164944476942 -0.021284202243823058 0.019267341651553086
leaf_weight=0.0011168169286615614 0.0016095089190991327 0.001110975974879835 0.001067315808648002 0.0010610317138497281 0.0015717753106525125 0.001073329237938429 0.0018745846753369664
leaf_count=449 522 235 277 348 674 502 903
internal_value=0 0.00122954 -0.00170335 0.00111983 0.00499651 -0.00160198 0.00547391
internal_weight=0 0.00936852 0.00775901 0.0066917 0.00563067 0.00405889 0.00298556
internal_count=3910 3461 2939 2662 2314 1640 1138
is_linear=0
shrinkage=0.1


Tree=5953
num_leaves=8
num_cat=0
split_feature=1 0 15 47 48 0 47
split_gain=1.72343e-05 3.29753e-05 2.47064e-05 4.42951e-05 4.13563e-05 2.84863e-05 1.13246e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 0.087850000000000025 0.086215000000000014 -0.14534499999999997 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5
right_child=2 -3 -4 6 -6 -7 -8
leaf_value=-0.014727819964986011 0.032220619734118931 0.0052383082783860517 -0.0087697979951237692 -0.01242225902692466 -0.0026669194797168255 0.0094734019938593275 0.0016184035253716908
leaf_weight=0.0018855306544873398 0.0011253167919606649 0.0014736883544850343 0.0014794013643716127 0.0010664117061904084 0.0010976209569803358 0.0010778172748681942 0.0012451975220813595
leaf_count=1913 161 95 571 175 199 601 195
internal_value=0 -0.00596869 0.0027265 0.00575688 0.0131914 0.0210922 -0.00485896
internal_weight=0 0.00335922 0.00709177 0.00561236 0.00330076 0.00220313 0.00231161
internal_count=3910 2008 1902 1331 961 762 370
is_linear=0
shrinkage=0.1


Tree=5954
num_leaves=9
num_cat=0
split_feature=43 3 2 52 2 16 15 3
split_gain=1.5003e-05 3.25787e-05 4.46907e-05 3.18801e-05 5.01303e-05 8.28459e-05 6.05072e-05 2.12916e-05
threshold=-0.057994999999999998 -0.075954999999999981 0.086650000000000019 -0.087094999999999992 0.10362500000000001 -0.057604999999999996 -0.074174999999999977 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 7 -6 -5
right_child=3 -3 -4 4 6 -7 -8 -9
leaf_value=-0.017698910174191021 -0.018696648429976429 0.016720273176981142 0.010249888823430149 -0.013551310222705774 0.0045457168713470527 0.031376530398339854 -0.027028821835051606 0.0065399470734209091
leaf_weight=0.0010446393236655618 0.0010731837967535643 0.0014530148470578478 0.0012648584749535615 0.001002861021879075 0.0012584689694572024 0.001049941692341569 0.001172277751048072 0.0011126991466190708
leaf_count=503 390 536 735 821 230 329 211 155
internal_value=0 0.00498882 -0.002392 -0.00290866 0.000118972 0.00841271 -0.0106818 -0.00298412
internal_weight=0 0.00376251 0.0023095 0.00666943 0.00559625 0.0031655 0.00243075 0.00211556
internal_count=3910 1774 1238 2136 1746 1305 441 976
is_linear=0
shrinkage=0.1


Tree=5955
num_leaves=8
num_cat=0
split_feature=4 1 12 2 2 42 12
split_gain=1.48951e-05 4.41735e-05 2.66342e-05 3.70065e-05 0.000110348 3.99758e-05 0.000119158
threshold=0.24280000000000004 0.11198000000000001 -0.036459999999999992 0.106285 0.094010000000000024 0.085195000000000007 0.083325000000000024
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.017284563093594007 -0.0073213158903158229 0.020734040162990793 0.011727967218267953 0.013227237083917926 -0.031620988505709116 0.017616550840582969 -0.02990225432240521
leaf_weight=0.0010049523357576794 0.0010877089515960241 0.001159445677410606 0.0019361214076114199 0.0016517336506646123 0.0011347783827782539 0.0013588400098073581 0.0010661679651045519
leaf_count=279 196 353 267 456 428 963 968
internal_value=0 0.00715417 -0.0020412 0.000102002 -0.00384264 0.00338537 -0.00305569
internal_weight=0 0.00224715 0.00815259 0.00714764 0.00549591 0.00436113 0.00300229
internal_count=3910 549 3361 3082 2626 2198 1235
is_linear=0
shrinkage=0.1


Tree=5956
num_leaves=8
num_cat=0
split_feature=16 0 13 49 160 2 43
split_gain=1.42487e-05 4.24288e-05 6.34639e-05 5.40949e-05 3.46646e-05 4.72989e-05 6.85935e-05
threshold=-0.064504999999999993 -0.11756999999999999 -0.0071449999999999994 -0.0090499999999999973 -0.026849999999999995 0.106285 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -6
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.010627837483401403 0.0092474763381629917 -0.0024465981643432724 0.029951035024640887 -0.018406032378369221 -0.0010427715203780912 0.0095858972638893612 -0.032370267270090354
leaf_weight=0.0011829061523333682 0.0015025999919568512 0.0012440460729031511 0.0011764206388517925 0.0014026564268142111 0.0015265546912175533 0.0010381422338547105 0.0012891663554004159
leaf_count=149 732 1106 467 267 458 305 426
internal_value=0 0.00378458 0.0132996 -0.00512291 -0.00363593 -0.0086591 -0.0153859
internal_weight=0 0.00500603 0.00242047 0.00258556 0.00535646 0.00385386 0.00281572
internal_count=3910 1989 1573 416 1921 1189 884
is_linear=0
shrinkage=0.1


Tree=5957
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 48 133 1 4
split_gain=6.29455e-05 8.18251e-05 5.56156e-05 7.26054e-05 6.01621e-05 5.08366e-05 4.39835e-05 4.89152e-05 6.0366e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.11043500000000002 0.085425000000000015 1.0000000180025095e-35 0.088495000000000018 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=0.00052038128866522529 -0.00047057842251228957 -0.00043057284984637204 0.00051772162644877736 -0.00023276941067177975 0.00037612361671180691 0.00024121303243573034 -0.00052784349833912719 -0.0003477727961215774 0.00043924762214467018
leaf_weight=0.0012020070838638193 0.0010235239370622621 0.0011317135036325371 0.0010386389373070104 0.0010221277823063905 0.0011463930619264161 0.0012429595638510987 0.0012065352735522632 0.0016551429693657028 0.0010335959321990272
leaf_count=249 161 418 177 359 342 238 966 503 497
internal_value=0 3.84447e-05 -2.26806e-05 3.26334e-05 -3.63208e-05 -0.000113073 -0.000202625 -9.68855e-05 0.000105114
internal_weight=0 0.0106791 0.00947711 0.00834539 0.00730675 0.00616036 0.0049174 0.00371087 0.00205572
internal_count=3910 3749 3500 3082 2905 2563 2325 1359 856
is_linear=0
shrinkage=0.00196078


Tree=5958
num_leaves=9
num_cat=0
split_feature=484 52 52 15 15 0 48 43
split_gain=0.000153277 4.26484e-05 9.33151e-05 4.31623e-05 5.42315e-05 4.5132e-05 4.2142e-05 2.90167e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.031229999999999997 -0.095799999999999982 -0.083424999999999985 0.091065000000000021 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4 -7
right_child=1 2 3 5 -6 7 -8 -9
leaf_value=-0.0007373470220108858 -0.00031992753353768264 0.00061822790948902213 0.00019295855772112725 0.00011917201058202032 0.00045402100902760211 -3.8710168611592659e-05 -0.00029824608552705804 -0.00046888919722190477
leaf_weight=0.0010157537315326958 0.0010350093716120249 0.0011707868208598775 0.0017264607879430083 0.0018730795403085975 0.0015963309765555265 0.0010542594773623136 0.0010989378407662471 0.001407950093417924
leaf_count=627 379 279 455 650 446 227 165 682
internal_value=0 5.88416e-05 9.83297e-05 2.88209e-05 0.000165128 -0.000110204 1.90468e-06 -0.000284697
internal_weight=0 0.0109628 0.00992781 0.00875702 0.00442173 0.00433529 0.0028254 0.00246221
internal_count=3910 3283 2904 2625 1066 1559 620 909
is_linear=0
shrinkage=0.00196078


Tree=5959
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 43 4
split_gain=1.5017e-05 2.83216e-05 3.71401e-05 3.94514e-05 5.36278e-05 5.29884e-05 4.3646e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.096385000000000012 0.094010000000000024 -0.089604999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.018119405716842615 -0.011574242630725512 0.015382820474822069 0.020858014653509026 0.013853234831934675 -0.020390837246697456 0.0060298731394607978 -0.020104659499319149
leaf_weight=0.0010892488870675203 0.001020824941876673 0.0012237065469625817 0.0011662250984873028 0.0019420327999452418 0.0013041077985006511 0.0015506849232556656 0.0010869343091336513
leaf_count=282 689 396 342 189 661 1047 304
internal_value=0 0.00119858 -0.000933973 0.00172124 -0.00289132 0.00310821 -0.00473988
internal_weight=0 0.00936294 0.00813923 0.00704998 0.00510795 0.00380384 0.00263762
internal_count=3910 3221 2825 2543 2354 1693 1351
is_linear=0
shrinkage=0.1


Tree=5960
num_leaves=9
num_cat=0
split_feature=484 159 42 151 42 1 15 43
split_gain=0.000172155 4.54477e-05 5.6641e-05 5.90311e-05 6.09054e-05 8.70996e-05 0.000115505 4.23395e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.090359999999999982 -0.0088999999999999982 0.091955000000000023 0.080320000000000016 -0.074174999999999977 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00077847944387517576 -0.00039110658489080951 0.00039277440286315297 -0.0002234009671613151 0.00027755572057363659 -0.00023819743824106561 0.00034506310978137588 -0.00045920551543561771 0.00080981045187791616
leaf_weight=0.0010132852617961768 0.0011472030644997652 0.0014263507091117024 0.0019642027959222716 0.001158563135876256 0.0011714605852315516 0.0017509798289773318 0.0011293162608443782 0.0011399895505096987
leaf_count=627 324 522 406 583 570 244 428 206
internal_value=0 6.65006e-05 1.7315e-05 7.36673e-05 0.000165553 0.000256882 2.97227e-05 0.000541533
internal_weight=0 0.0108881 0.00946172 0.00831451 0.00635031 0.00517885 0.0028803 0.00229855
internal_count=3910 3283 2761 2437 2031 1461 672 789
is_linear=0
shrinkage=0.00196078


Tree=5961
num_leaves=8
num_cat=0
split_feature=484 3 1 3 15 0 15
split_gain=0.00012514 5.12217e-05 5.50936e-05 0.000108694 8.98051e-05 7.75933e-05 5.28956e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.095575000000000007 0.090325000000000003 -0.0058549999999999991 -0.024394999999999997 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 -5
right_child=1 2 3 6 5 -7 -8
leaf_value=-0.00066350724832868978 0.00034626950202022765 -0.0005247048293927168 0.0005077900507703051 0.00015218027498961379 0.00027747307237160342 -0.00037698953399839037 -0.00042160586312384976
leaf_weight=0.0010049525647302269 0.0019646481429961655 0.0016176103105542362 0.0019004433726601449 0.0013250331737485557 0.0019758793438152972 0.0010756510689865642 0.0011571345893048959
leaf_count=627 362 850 513 180 1143 93 142
internal_value=0 5.92834e-05 -3.00587e-06 0.000154888 -0.000151211 4.67779e-05 -0.000115307
internal_weight=0 0.0110164 0.00905175 0.00438261 0.00466914 0.00305153 0.00248217
internal_count=3910 3283 2921 835 2086 1236 322
is_linear=0
shrinkage=0.00196078


Tree=5962
num_leaves=9
num_cat=0
split_feature=484 133 3 2 15 3 3 1
split_gain=0.00015951 5.02453e-05 5.36611e-05 5.41981e-05 9.04156e-05 8.48759e-05 6.9699e-05 4.58792e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.12008499999999998 0.10679500000000001 -0.074174999999999977 -0.078884999999999997 -0.016619999999999996 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00075720426770559839 0.00040946581826996678 -0.00035496381454173671 -0.00025308725612510429 0.00014327293653531225 -0.00062944523861208882 0.00065823635181012777 -8.4746496361361211e-05 0.00042202239494506144
leaf_weight=0.0010168337190797081 0.0017497038636260986 0.0010407552195031448 0.0015892807883976434 0.0012344559047611889 0.0011018125947750992 0.0012901160938230752 0.0017834141319147171 0.0011170433985153781
leaf_count=627 332 516 1082 304 239 369 227 214
internal_value=0 5.47927e-05 9.80183e-05 3.08752e-05 -0.00022115 0.000132746 0.000279074 0.000110424
internal_weight=0 0.0109066 0.00986583 0.00811612 0.00233627 0.00577985 0.00419057 0.00290046
internal_count=3910 3283 2767 2435 543 1892 810 441
is_linear=0
shrinkage=0.00196078


Tree=5963
num_leaves=8
num_cat=0
split_feature=52 52 13 52 52 457 2
split_gain=3.9497e-05 5.37586e-05 3.78171e-05 6.65934e-05 5.53594e-05 5.58994e-05 7.15821e-05
threshold=-0.27466499999999994 -0.091329999999999981 -0.083514999999999992 0.084240000000000023 0.091210000000000013 0.069705000000000003 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.00037243030618430164 0.00040785099473587962 0.00037463512034420629 -2.6998334622829074e-05 -0.00024585522162186757 0.00019440237375355535 0.00016646757854736383 -0.00059719721375802717
leaf_weight=0.0010430044098396494 0.0012577428482027026 0.0019111421379421362 0.0015108336199135385 0.0010198713867138149 0.001659311056312558 0.0010716567715995358 0.00192495896841952
leaf_count=425 376 660 618 360 620 176 675
internal_value=0 2.78897e-05 -2.4639e-05 0.00015873 -0.000111793 -0.000224511 -0.000346462
internal_weight=0 0.0103555 0.00909777 0.00293101 0.00616676 0.00450745 0.00343579
internal_count=3910 3485 3109 1020 2089 1469 1293
is_linear=0
shrinkage=0.00196078


Tree=5964
num_leaves=10
num_cat=0
split_feature=484 42 160 15 0 48 16 0 13
split_gain=0.000138219 4.93071e-05 6.45239e-05 6.27171e-05 0.000110465 8.02313e-05 6.85706e-05 7.67697e-05 7.53526e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.080184999999999992 -0.15202999999999997 -0.14733499999999997 0.085760000000000017 -0.17157499999999998 -0.06402999999999999 0.068400000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 -5 6 -6 -8 -2
right_child=1 2 3 4 5 -7 7 -9 -10
leaf_value=-0.00068943477028981419 -0.00033856227682670369 -0.00025640387849125532 0.00064635709542587507 -0.00028947408492838395 0.00054542550066764383 0.00076419267218291005 -0.00040364410986736422 0.00025471510826432841 -9.9214125205676233e-05
leaf_weight=0.0010364601343077614 0.001011341870421203 0.0014816188625593084 0.0010079626537659149 0.001831945377457048 0.0011741677456749617 0.0010193404354787118 0.0011655078878533827 0.0016379653624345868 0.0010114810960533151
leaf_count=627 785 569 260 177 113 247 670 260 202
internal_value=0 5.86097e-05 0.000118846 0.00018979 0.000122399 0.000273397 0.000147621 -1.89893e-05 -0.00021888
internal_weight=0 0.0113413 0.00931851 0.00783689 0.00682893 0.00499698 0.00397764 0.00280347 0.00202282
internal_count=3910 3283 2296 1727 1467 1290 1043 930 987
is_linear=0
shrinkage=0.00196078


Tree=5965
num_leaves=9
num_cat=0
split_feature=11 13 39 0 2 48 43 2
split_gain=1.41264e-05 2.65656e-05 5.06893e-05 5.90763e-05 5.05115e-05 2.93307e-05 4.25503e-05 2.22046e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 0.11230000000000001 0.08407000000000002 -0.074254999999999988 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00026219003278767864 -0.011217579580332602 0.01102316172387924 0.018090745738820715 -0.027076445092822178 -0.018475577542298064 0.016241622395352543 -0.015181909397864025 0.020327515670996027
leaf_weight=0.0010572771537893557 0.0010269736048577486 0.0012623844738462876 0.0010893564474814986 0.001037032904871781 0.0012402749447082873 0.0014059327706170579 0.001216963054423359 0.0011528844181092704
leaf_count=297 279 835 366 328 196 296 1104 209
internal_value=0 0.00113083 -0.00179433 -0.00530941 -0.000905369 0.00470346 -0.00183934 0.0107288
internal_weight=0 0.00946211 0.00725194 0.00616259 0.00512556 0.00388528 0.00247935 0.00221016
internal_count=3910 3631 3125 2759 2431 2235 1939 506
is_linear=0
shrinkage=0.1


Tree=5966
num_leaves=10
num_cat=0
split_feature=484 3 49 48 0 15 3 16 12
split_gain=0.000151577 6.20608e-05 4.39332e-05 7.62487e-05 6.14125e-05 6.02045e-05 4.64988e-05 2.74469e-05 2.2649e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.006494999999999999 0.082705000000000015 -0.083424999999999985 -0.11739999999999999 -0.040669999999999991 -0.0083999999999999995 0.083465000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 -4 -6 -2 -7
right_child=1 2 4 -5 6 8 -8 -9 -10
leaf_value=-0.00073534640238841534 0.0001349653924539326 -0.00063165049847286497 -8.7697492154098017e-05 2.5996753464122579e-05 -0.00041553908423994399 0.00026646826031973377 7.3521626888169999e-05 0.00059039499911838454 0.00067029315679479208
leaf_weight=0.001027189397770893 0.001023164329949463 0.0010731166300268426 0.0012406735310139037 0.0018399937911794139 0.0012626046408704952 0.0011441203318575963 0.0018318741824766226 0.0010119267977271981 0.0010012946419472608
leaf_count=627 185 272 278 265 1046 154 275 177 631
internal_value=0 5.09921e-05 -1.62611e-05 -0.000216264 7.36432e-05 0.000256115 -0.000126024 0.000361423 0.000454939
internal_weight=0 0.0114288 0.00939368 0.00291311 0.00648057 0.00338609 0.00309448 0.00203509 0.00214541
internal_count=3910 3283 2921 537 2384 1063 1321 362 785
is_linear=0
shrinkage=0.00196078


Tree=5967
num_leaves=10
num_cat=0
split_feature=484 52 52 2 133 3 2 3 1
split_gain=0.000126928 5.77736e-05 0.000106841 4.34705e-05 5.08486e-05 5.88963e-05 6.69907e-05 5.72022e-05 4.09698e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.12663500000000003 0.088135000000000005 -0.12008499999999998 0.10679500000000001 -0.040669999999999991 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=-0.00067356633950928213 -0.00038084118196514579 0.00064095654589149502 0.00049891320183329598 -0.00035946306989849126 -0.00031020134849984082 -9.5428919621052603e-05 -0.0003736912771019945 0.00064487846314027547 0.00011942092166343212
leaf_weight=0.0010262802430537231 0.0010951312297538705 0.0012060391830887593 0.0013582310337704314 0.0010313206643134771 0.0011606668911795853 0.0018831725270879759 0.0011669381072241724 0.0010743716826411656 0.0012163970892358168
leaf_count=627 379 279 184 254 584 1084 191 124 204
internal_value=0 4.69202e-05 9.3315e-05 1.90298e-05 6.86938e-05 0.00013434 4.16259e-05 0.000157739 0.000365861
internal_weight=0 0.0111923 0.0100971 0.0088911 0.00785978 0.00669911 0.00534088 0.00417394 0.00229077
internal_count=3910 3283 2904 2625 2371 1787 1603 1412 328
is_linear=0
shrinkage=0.00196078


Tree=5968
num_leaves=11
num_cat=0
split_feature=484 3 1375 1 15 3 52 3 16 2
split_gain=0.000145902 6.67105e-05 4.50722e-05 6.89875e-05 0.000132124 7.50483e-05 6.46413e-05 4.78092e-05 3.68985e-05 3.26275e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -1.0000000180025095e-35 0.095575000000000007 -0.0058549999999999991 0.096385000000000012 0.086950000000000013 -0.069909999999999986 -0.0090499999999999973 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 -4 -5 7 -6 -2 -7
right_child=1 2 3 5 6 9 -8 -9 -10 -11
leaf_value=-0.00071536827958023806 0.0001158733788226563 -0.00039292872225232735 -0.00068992341928321899 0.00050689063436056242 -1.8451402861709717e-05 -0.00028414645598238123 -0.00032464413757969397 0.00058183165083830436 0.00064603161425308983 0.00021413175839839018
leaf_weight=0.0010245046580878081 0.0010115712575947135 0.0010628401076376295 0.0011927652306737064 0.001878259171806675 0.0010234225393046699 0.0010207520998745025 0.0010156310030741563 0.0010170164383261791 0.0010073507038750452 0.0010004209107611463
leaf_count=627 184 141 757 498 544 125 572 116 178 168
internal_value=0 5.7599e-05 -1.31533e-05 3.63837e-05 -0.000136458 0.000224712 7.95565e-05 0.000280748 0.000380398 -3.75135e-05
internal_weight=0 0.01123 0.00921111 0.00814827 0.00424884 0.00389943 0.00305607 0.00204044 0.00201892 0.00202117
internal_count=3910 3283 2921 2780 1989 791 1232 660 362 293
is_linear=0
shrinkage=0.00196078


Tree=5969
num_leaves=10
num_cat=0
split_feature=484 133 484 133 3 1 16 43 13
split_gain=0.000154505 5.1475e-05 7.24158e-05 0.000107475 8.78122e-05 0.000100091 0.000112538 8.28147e-05 7.20429e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 0.065880000000000008 -0.12008499999999998 0.095575000000000007 -0.27337499999999998 -0.075819999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 -6
right_child=1 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.00072677753234345346 0.00050926308696239749 -0.00034672704136925683 -0.00039106080109224667 0.00076132778930172328 -0.00066339912757906543 -0.0003575260393113576 -5.8784558327690523e-05 0.00064104551408426574 -3.2962486902909776e-05
leaf_weight=0.0010510388428178171 0.0015171300286734692 0.0010887195919222865 0.001032886464492116 0.0010063269607700496 0.0011737708964095726 0.0010459034748157795 0.0010036904670941147 0.0018453756981204859 0.0017153262055355604
leaf_count=627 281 516 337 385 898 162 142 254 308
internal_value=0 5.88114e-05 0.00010151 0.000156172 8.28108e-05 -1.25573e-05 0.000192564 0.000394504 -0.000289094
internal_weight=0 0.0114291 0.0103404 0.00930752 0.0083012 0.00678407 0.00389497 0.00284907 0.0028891
internal_count=3910 3283 2767 2430 2045 1764 558 396 1206
is_linear=0
shrinkage=0.00196078


Tree=5970
num_leaves=10
num_cat=0
split_feature=484 133 52 52 13 52 43 1 13
split_gain=0.000147469 7.75482e-05 7.22314e-05 9.36929e-05 5.48608e-05 6.59902e-05 9.76262e-05 0.000102439 6.08226e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 -0.083514999999999992 0.091210000000000013 -1.0000000180025095e-35 0.09112000000000002 -0.16277999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 -6 -8 -5
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.00071774333899330182 -0.00039182837003133716 -0.00044983215738034698 0.00069066124949777852 -2.2750061723056876e-05 -0.00062194998669130408 0.00034787968539520039 0.0004320728672184169 -0.00029179533217610126 0.00058020290761698259
leaf_weight=0.0010444680086540174 0.0010186408638568024 0.0010729036099283136 0.0011178065537278724 0.0011325162783334354 0.0011891230279335151 0.0013814646193248716 0.001391744873976346 0.0016342036061195932 0.0014887699014805881
leaf_count=627 334 516 257 182 624 397 194 187 592
internal_value=0 5.19622e-05 0.000103958 0.000158055 8.56084e-05 -2.40344e-05 -0.000145927 4.11382e-05 0.000319699
internal_weight=0 0.0114272 0.0103543 0.00933563 0.00821782 0.00559654 0.00421507 0.00302595 0.00262129
internal_count=3910 3283 2767 2433 2176 1402 1005 381 774
is_linear=0
shrinkage=0.00196078


Tree=5971
num_leaves=11
num_cat=0
split_feature=484 1375 133 484 42 43 0 13 3 16
split_gain=0.00014727 5.28819e-05 6.37591e-05 6.48061e-05 8.90927e-05 0.000106045 9.48762e-05 6.88797e-05 6.69954e-05 2.81726e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10064500000000001 0.086980000000000016 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 0.090325000000000003 -0.14118999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 9 -9 -7
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leaf_value=-0.00072076573489884594 -0.00036342254551555495 -0.00034092536876728202 -0.00035987915030544269 -0.0003267386336397949 0.00025192763563553373 0.00010005815816043673 0.0010136606188646377 0.0006056434307162513 -4.348066846715489e-05 -0.00034105547450063691
leaf_weight=0.0010440817686950361 0.0010853587262841221 0.0010241606494714173 0.0010785975361937246 0.0010043890817740308 0.0013727141976624668 0.0010037510714898659 0.0011598006009120943 0.0014303398998878466 0.0010675290180648727 0.0012497111862721736
leaf_count=627 146 310 512 318 427 161 200 329 150 730
internal_value=0 4.84123e-05 9.14293e-05 0.000143702 0.000200575 0.000276714 0.000600774 0.000103986 0.000328223 -0.000144572
internal_weight=0 0.0114764 0.010391 0.0093124 0.00830801 0.00728385 0.00253251 0.00475133 0.00249787 0.00225346
internal_count=3910 3283 3137 2625 2307 1997 627 1370 479 891
is_linear=0
shrinkage=0.00196078


Tree=5972
num_leaves=7
num_cat=0
split_feature=3 1 3 15 0 2
split_gain=1.51819e-05 3.62013e-05 7.40609e-05 6.53817e-05 5.97537e-05 2.37104e-05
threshold=-0.12008499999999998 0.095575000000000007 0.090325000000000003 -0.0039399999999999991 -0.082994999999999985 0.11462500000000002
decision_type=2 2 2 2 2 2
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leaf_value=0.0079380700419265041 -0.023965575462493061 0.020169768282774753 -0.016269353299669945 0.017135637041112737 -0.012061866735172247 0.00338168173580769
leaf_weight=0.0019162595357845339 0.0016524307630536995 0.0017937639011232796 0.001242476226249758 0.0012734049659854562 0.0015591265290499285 0.0012138587501828271
leaf_count=421 1174 591 149 549 822 204
internal_value=0 -0.00189082 0.00472234 -0.00815767 0.00106429 -0.00655831
internal_weight=0 0.00873506 0.0042501 0.00448496 0.00283253 0.00245633
internal_count=3910 3489 944 2545 1371 353
is_linear=0
shrinkage=0.1


Tree=5973
num_leaves=9
num_cat=0
split_feature=484 52 52 13 2 52 43 2
split_gain=0.000122811 3.68191e-05 9.08954e-05 3.53078e-05 7.07809e-05 5.11648e-05 7.17427e-05 9.91348e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.083514999999999992 0.10393500000000001 0.091210000000000013 -1.0000000180025095e-35 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 -8
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leaf_value=-0.00078278559025719439 -0.0004175471754914458 0.00050434656239644053 0.00034533309537379775 -0.00066341194519537621 -0.0002831593108207706 0.00013675706339913646 0.00019392035811619275 -0.00055406286602285013
leaf_weight=0.0010005987752874637 0.0010225929786607602 0.0010989815442044972 0.0016510368023831138 0.0013658881166670692 0.0011822493035635534 0.0014138669528230762 0.0016465344092230065 0.0011620232911038479
leaf_count=627 379 279 610 828 212 536 291 148
internal_value=0 -6.39891e-05 -2.60139e-05 -9.52236e-05 8.30812e-05 -0.000185624 -0.000294814 -0.000115553
internal_weight=0 0.0105432 0.00952058 0.0084216 0.00283329 0.00558831 0.00417445 0.00280856
internal_count=3910 3283 2904 2625 822 1803 1267 439
is_linear=0
shrinkage=0.00196078


Tree=5974
num_leaves=10
num_cat=0
split_feature=48 16 15 15 47 2 52 3 1
split_gain=4.20861e-05 7.73696e-05 7.47046e-05 8.60762e-05 4.95925e-05 6.15128e-05 8.18039e-05 8.34853e-05 0.000109466
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.085165000000000018 0.11043500000000002 0.086950000000000013 -0.089974999999999986 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10
leaf_value=0.00049440634045768859 -0.00038294001983923422 -0.00049464481253205968 0.00055948820041722862 -0.00053079490993800083 0.00035892144051905131 0.00030445826077192615 -0.00064294204851144928 0.00053541997937684696 -0.00021535885406768677
leaf_weight=0.0012120609236003976 0.0010544659259200803 0.0011745408399212219 0.0010467341189251663 0.0010795108949034097 0.0010311230497244295 0.00116414403822181 0.0012032965311088778 0.0012979462890564228 0.0017578725871198954
leaf_count=249 161 418 177 391 213 335 719 694 553
internal_value=0 2.7186e-05 -3.08652e-05 3.26182e-05 -4.05833e-05 -0.000103931 -0.000192985 -6.20569e-05 0.000103531
internal_weight=0 0.0109672 0.00975517 0.00858063 0.00753389 0.00650277 0.00533863 0.00413533 0.00305582
internal_count=3910 3749 3500 3082 2905 2692 2357 1638 1247
is_linear=0
shrinkage=0.00196078


Tree=5975
num_leaves=9
num_cat=0
split_feature=47 4 1 1 0 3 15 52
split_gain=1.59976e-05 5.05598e-05 5.49683e-05 4.55015e-05 4.57496e-05 0.000123498 4.85158e-05 6.6142e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.095575000000000007 -0.084304999999999977 0.084925000000000014 0.041585000000000004 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.038378669106530851 -0.011579072380056381 0.015470832137333676 -0.023389447748032883 0.019500782342028403 -0.021272594701774464 0.0098743058361040748 0.021010357943389464 0.013866898798428787
leaf_weight=0.0010638794797757293 0.0011119170373729151 0.0019475732181981611 0.0010884374966736131 0.0010930579162479418 0.0011155351487373954 0.0010577789711221294 0.00115630034934238 0.0010304621052788052
leaf_count=1142 179 512 203 381 474 95 818 106
internal_value=0 0.00109452 -0.00258691 0.000887417 -0.00286362 -0.0143216 0.00449786 -0.00439936
internal_weight=0 0.00955302 0.00760545 0.00651701 0.00542396 0.00212166 0.0033023 0.002146
internal_count=3910 3731 3219 3016 2635 1237 1398 580
is_linear=0
shrinkage=0.1


Tree=5976
num_leaves=9
num_cat=0
split_feature=159 51 484 43 13 13 16 16
split_gain=4.89496e-05 4.52679e-05 7.18191e-05 5.11112e-05 9.92451e-05 4.75713e-05 5.85848e-05 4.12127e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 -0.074254999999999988 -0.003375 -0.09547499999999999 -0.033174999999999989 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -7
right_child=1 -3 -4 5 -6 7 -8 -9
leaf_value=-0.00042432685530198347 0.00043897485429312633 0.00039446684661092053 0.0004543197413254965 0.00033342792182079501 -0.00023421229303366087 -0.00066342048683220808 -0.00031641863945980651 -0.00018723752304560068
leaf_weight=0.0010091832934904345 0.0017265482364566176 0.0011528014861568502 0.0011028657803231765 0.0011226670287902201 0.0016433861916558825 0.0010851525345931261 0.0010160960583541481 0.0019625998080018479
leaf_count=520 683 308 346 194 339 198 78 1244
internal_value=0 2.72137e-05 -1.66165e-05 -7.73169e-05 0.000110688 -0.000199473 2.4695e-05 -0.000356783
internal_weight=0 0.0108121 0.00965932 0.00855645 0.00336993 0.00518652 0.00213876 0.00304775
internal_count=3910 3390 3082 2736 1022 1714 272 1442
is_linear=0
shrinkage=0.00196078


Tree=5977
num_leaves=9
num_cat=0
split_feature=12 3 48 1 2 49 4 12
split_gain=1.62142e-05 3.00472e-05 4.44921e-05 3.97188e-05 5.17597e-05 4.01648e-05 6.52529e-05 4.34373e-05
threshold=0.10852500000000001 0.13772500000000001 0.10911000000000001 0.11198000000000001 0.10679500000000001 -0.00064499999999999985 -0.08422499999999998 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.011477588672580107 -0.012331442420528195 0.016581983122113748 -0.020497954593560672 0.017286674754142105 -0.021165179773637906 -0.0089338900205977751 0.0053859066513238414 0.033257551486243118
leaf_weight=0.0014438892746566766 0.001000411538396191 0.0011022300604433119 0.0010257431911701535 0.0013434399695205976 0.0011172924168118643 0.0013701769920341548 0.0011643919327323326 0.0010757602088063002
leaf_count=524 319 225 155 304 304 584 529 966
internal_value=0 0.00104351 -0.000961824 0.00170473 -0.00168721 0.00261862 0.00825616 0.0187704
internal_weight=0 0.00964292 0.00854069 0.00751495 0.00617151 0.00505422 0.00361033 0.00224015
internal_count=3910 3591 3366 3211 2907 2603 2079 1495
is_linear=0
shrinkage=0.1


Tree=5978
num_leaves=11
num_cat=0
split_feature=484 133 484 42 43 0 47 4 3 2
split_gain=0.000148072 4.46406e-05 5.80454e-05 9.62795e-05 8.95592e-05 7.82639e-05 6.67312e-05 7.9772e-05 6.76955e-05 4.22457e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 0.09252500000000001 0.0057500000000000008 0.045635000000000002 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -6 -9
right_child=1 -3 -4 4 6 -7 -8 9 -10 -11
leaf_value=-0.00073169260657442712 -0.00042579222114484341 -0.00033280838374174522 -0.00035563933724986664 0.00020385762189934251 0.00025096121421778908 0.00090848320019901738 -0.00035648363956033562 0.00075555624113534401 -0.00041321069011524849 0.00018688751598431921
leaf_weight=0.0010205500742770249 0.0010237878119894175 0.0010637795745113273 0.0010107491883910727 0.0013279319353639079 0.0012559982912420699 0.0011148359476574636 0.0011051734881319551 0.0010006686568486683 0.0011127040446221696 0.0010083795005731038
leaf_count=627 320 516 337 476 779 205 148 184 159 159
internal_value=0 4.89899e-05 8.9767e-05 0.000140071 0.000213165 0.000525436 7.40416e-05 0.000182729 -6.10353e-05 0.000470131
internal_weight=0 0.011024 0.00996023 0.00894948 0.00792569 0.00244277 0.00548292 0.00437775 0.0023687 0.00200905
internal_count=3910 3283 2767 2430 2110 681 1429 1281 938 343
is_linear=0
shrinkage=0.00196078


Tree=5979
num_leaves=9
num_cat=0
split_feature=0 0 15 49 457 1 3 3
split_gain=1.70311e-05 2.52339e-05 3.58959e-05 5.33732e-05 4.61546e-05 4.60784e-05 3.08617e-05 9.71322e-06
threshold=1.0000000180025095e-35 -0.082994999999999985 -0.11739999999999999 -0.0057999999999999987 0.082870000000000013 0.087545000000000026 -0.075679999999999983 -0.100615
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -3 -2
right_child=7 6 3 5 -6 -7 -8 -9
leaf_value=-0.011877729847479644 0.015000732254341868 -0.023195127556030579 -0.019710256915481093 0.0011748300529171383 0.0087500109112780711 0.029575354978348817 -0.00074223789202918508 0.0011581899800706392
leaf_weight=0.001545340560578241 0.0010082864625975737 0.0010955995596177771 0.0011092824617555184 0.0010587763722436719 0.0011717029128974592 0.0012407182109782091 0.0013873863036430617 0.0010194172345605159
leaf_count=421 207 956 291 882 162 218 586 187
internal_value=0 -0.00214556 0.00130131 0.00574759 -0.00509071 0.0164987 -0.0106494 0.00804147
internal_weight=0 0.00860881 0.00612582 0.00458048 0.00228099 0.00229949 0.00248299 0.0020277
internal_count=3910 3516 1974 1553 453 1100 1542 394
is_linear=0
shrinkage=0.1


Tree=5980
num_leaves=8
num_cat=0
split_feature=484 3 1 2 0 3 3
split_gain=0.000154947 3.97245e-05 4.21475e-05 9.77975e-05 5.65061e-05 7.38003e-05 5.12111e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.10113500000000002 0.10362500000000001 -0.07773999999999999 0.084925000000000014 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4
right_child=1 2 6 -5 -6 -7 -8
leaf_value=-0.00074188321765616028 0.00031281912092051545 -0.00034713934382132086 0.0003808261232993832 -0.00065358896200302203 0.00038660604329051555 0.00029447369177930345 -6.9642472354385107e-05
leaf_weight=0.0010059496649705386 0.0019892305966967916 0.0019374401985387795 0.0019931336549318919 0.0010176494101743309 0.0011853181814386682 0.001069832364214568 0.0018906671042336915
leaf_count=627 362 1436 465 310 381 77 252
internal_value=0 6.18264e-05 6.92422e-06 -0.000108325 2.4025e-05 -0.000118887 0.000161534
internal_weight=0 0.0110833 0.00909404 0.00521024 0.00419259 0.00300727 0.0038838
internal_count=3910 3283 2921 2204 1894 1513 717
is_linear=0
shrinkage=0.00196078


Tree=5981
num_leaves=10
num_cat=0
split_feature=11 3 0 42 12 16 4 4 0
split_gain=4.71545e-05 7.89e-05 3.56867e-05 7.20565e-05 5.04109e-05 3.22584e-05 5.32509e-05 7.4748e-05 5.60552e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.053834999999999994 0.091230000000000019 0.084100000000000022 -0.30307999999999996 0.0057500000000000008 -0.077679999999999985 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 -7 -8
right_child=-2 2 4 -5 -6 6 8 -9 -10
leaf_value=0.00048227504334351172 -0.00041843739828369109 -0.00034794419290445151 3.8819473145097451e-05 0.00046608614057323626 -0.00057031143946205311 0.00020852564183067418 0.00057319562057982644 -0.00041881436703906 -6.4169445514745336e-05
leaf_weight=0.0012782217266434333 0.0010092208353159474 0.0011900259304119141 0.0010544001209988434 0.0012051343745634342 0.0010351816874429164 0.0012513301339554545 0.0010401539846382661 0.0017534574800223048 0.0010827668984588271
leaf_count=192 254 266 255 681 172 711 52 1054 273
internal_value=0 2.46023e-05 -3.6257e-05 2.67087e-05 -0.000262945 -5.71044e-05 1.0393e-05 -0.000157561 0.000248116
internal_weight=0 0.0108907 0.00961245 0.00752287 0.00208958 0.00631773 0.00512771 0.00300479 0.00212292
internal_count=3910 3656 3464 3037 427 2356 2090 1765 325
is_linear=0
shrinkage=0.00196078


Tree=5982
num_leaves=8
num_cat=0
split_feature=159 2 12 12 3 12 16
split_gain=1.83402e-05 3.2825e-05 6.55188e-05 6.58435e-05 4.49839e-05 8.07183e-05 4.24262e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.096485000000000015 0.081660000000000024 0.088060000000000013 0.089570000000000025 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -6
right_child=1 4 -4 -5 6 -7 -8
leaf_value=-0.012271335825290332 -0.0010418522278592625 0.027520793335281252 0.015172969693864866 -0.033375174050216443 -0.017662144808585408 -0.0065236982922193421 0.0067346068330480895
leaf_weight=0.0011243459504357107 0.0014806125008513889 0.0018278233764215189 0.001017629584326051 0.0010960416609238305 0.0011743912734634349 0.0011251211656904396 0.0018135501281318881
leaf_count=633 320 772 179 847 156 796 207
internal_value=0 0.00123247 -0.00631077 -0.0147956 0.00579619 0.0145493 -0.00285438
internal_weight=0 0.00953517 0.00359428 0.00257665 0.00594089 0.00295294 0.00298794
internal_count=3910 3277 1346 1167 1931 1568 363
is_linear=0
shrinkage=0.1


Tree=5983
num_leaves=8
num_cat=0
split_feature=49 42 12 2 4 0 3
split_gain=1.72182e-05 5.96865e-05 4.36663e-05 3.11297e-05 3.90063e-05 3.23938e-05 4.22057e-05
threshold=-0.045004999999999996 0.091955000000000023 0.085185000000000025 0.10393500000000001 0.044585000000000007 -0.060094999999999989 -0.078884999999999997
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0035363958066455883 -0.01435732426431495 -0.023834814627075165 0.023280651525335365 -0.020001226377488586 0.0051174288840835219 0.018181455117211556 0.0097717987105014007
leaf_weight=0.0015456938573541765 0.0012131385547872442 0.0011221289525432162 0.0010000278815548303 0.0012914744564343731 0.0011858992878236959 0.0014665595988560456 0.0018012742335375294
leaf_count=345 1394 758 184 285 271 229 444
internal_value=0 -0.00243298 0.00699806 0.00101836 -0.00797712 0.00599166 6.11282e-05
internal_weight=0 0.00808048 0.00254572 0.00695835 0.00247737 0.00448097 0.00301441
internal_count=3910 3381 529 2623 556 2067 1838
is_linear=0
shrinkage=0.1


Tree=5984
num_leaves=10
num_cat=0
split_feature=484 42 43 3 3 15 3 3 4
split_gain=0.000135571 5.25933e-05 7.72418e-05 0.000152125 6.62389e-05 6.03092e-05 6.16887e-05 6.0059e-05 3.98043e-05
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.074254999999999988 -0.075954999999999981 -0.11266 1.0000000180025095e-35 0.084925000000000014 0.12046500000000002 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -4 6 -6 -8 -3
right_child=1 2 4 -5 5 -7 7 -9 -10
leaf_value=-0.00068613167509564419 -0.00036534604518433577 0.00034496257646692198 0.00043816812538582245 0.00098510093285574386 -0.00041485175086031087 -0.00045409552050702345 0.00040054425630292519 -0.00011362074438168394 -0.00018601823325646371
leaf_weight=0.0010342952767811451 0.0010337625542238679 0.0010170747161680649 0.0010443219812994731 0.0010002741691787723 0.0010073229969344371 0.0013933618683637022 0.0016966526950444594 0.001800166513317878 0.0011639830946317219
leaf_count=627 267 210 223 331 484 894 159 207 508
internal_value=0 5.59337e-05 9.89542e-05 0.00035196 -1.69944e-05 -9.7594e-05 1.26902e-05 0.000135852 6.15897e-05
internal_weight=0 0.0111569 0.0101232 0.00318133 0.00694183 0.0058975 0.00450414 0.00349682 0.00218106
internal_count=3910 3283 3016 1049 1967 1744 850 366 718
is_linear=0
shrinkage=0.00196078


Tree=5985
num_leaves=10
num_cat=0
split_feature=484 3 49 12 3 12 3 0 4
split_gain=0.000121221 5.34097e-05 4.06431e-05 5.53447e-05 5.36321e-05 7.48989e-05 7.48825e-05 5.81138e-05 2.53194e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 -0.091004999999999989 -0.036459999999999992 0.13772500000000001 0.086935000000000012 0.11265500000000002 -0.10209999999999998 -0.15333499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 6 7 -5 -2
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00065316220843099359 0.00056241232050787673 -0.00037898082509011478 -0.00036183862072695932 8.9260529864688132e-05 0.00050086837388621725 -0.00028172205748431986 -0.00025431510504431002 0.00066294809240273218 0.00012182235675889819
leaf_weight=0.0010225011127204505 0.0010022774978994606 0.0010268323121798905 0.0011542993871031899 0.001435185995742487 0.0010911382081713562 0.0019840501617807405 0.0010567400495381518 0.0012882321746686743 0.0010036017657064763
leaf_count=627 147 171 443 147 98 1455 67 540 215
internal_value=0 5.25333e-05 -1.1715e-05 3.53683e-05 0.00010225 2.67931e-05 0.00018872 0.000360626 0.000341972
internal_weight=0 0.0110424 0.00903648 0.00800965 0.00685535 0.00576421 0.00378016 0.00272342 0.00200588
internal_count=3910 3283 2921 2750 2307 2209 754 687 362
is_linear=0
shrinkage=0.00196078


Tree=5986
num_leaves=8
num_cat=0
split_feature=484 159 42 151 12 2 2
split_gain=0.000155709 5.05626e-05 6.50845e-05 4.66133e-05 8.17039e-05 9.63559e-05 9.83038e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.090359999999999982 -0.0088999999999999982 0.095295000000000019 0.086650000000000019 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.0007481002278160782 -0.00042585725042124583 0.0004026903827584671 -0.00019353083311023664 -9.9229872036781701e-05 -0.00020734648736558682 0.00078733027992950149 5.8940638936995978e-05
leaf_weight=0.0010011369929151448 0.0011662891838961917 0.0014363485532215914 0.0019842975028208009 0.0015973933271975116 0.0017661421362155511 0.0017922057892039607 0.0011823072546420497
leaf_count=627 324 522 406 730 553 564 184
internal_value=0 5.9839e-05 7.93959e-06 6.87317e-05 0.00015084 0.000289209 0.000497811
internal_weight=0 0.010925 0.00948864 0.00832235 0.00633805 0.00457191 0.00297451
internal_count=3910 3283 2761 2437 2031 1478 748
is_linear=0
shrinkage=0.00196078


Tree=5987
num_leaves=8
num_cat=0
split_feature=15 42 3 49 15 52 4
split_gain=1.65148e-05 2.51062e-05 6.25834e-05 3.73122e-05 5.03208e-05 9.08174e-05 3.4831e-05
threshold=0.091600000000000015 0.092145000000000019 -0.100615 -0.0019649999999999997 -0.017214999999999998 0.084240000000000023 0.074650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.020643232363887237 -0.01194200184607733 -0.01258707536223292 -0.012936176892647103 0.0057403139770608623 0.030353560989371028 -0.0086295692892162205 -0.018201455369490586
leaf_weight=0.0016309181886232918 0.0010716747406209768 0.0011691358609365191 0.0019298917005509623 0.0011712235374981318 0.0013939210250032542 0.001046090518813138 0.0012628227080480376
leaf_count=414 644 539 561 632 416 406 298
internal_value=0 0.0011461 0.00304962 -0.0011676 0.00349219 0.0136406 -0.00668106
internal_weight=0 0.009604 0.00843487 0.00680395 0.00487406 0.00244001 0.00243405
internal_count=3910 3266 2727 2313 1752 822 930
is_linear=0
shrinkage=0.1


Tree=5988
num_leaves=9
num_cat=0
split_feature=484 133 3 1 3 2 4 15
split_gain=0.000145877 4.25479e-05 6.08407e-05 5.08629e-05 6.58558e-05 5.51663e-05 5.83692e-05 5.45321e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.12008499999999998 0.095575000000000007 0.090325000000000003 0.086875000000000022 -0.013929999999999998 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -6
right_child=1 -3 3 4 7 6 -8 -9
leaf_value=-0.00071642537919763003 0.00043797176036501921 -0.00031468354324830545 -0.0004394824468368589 0.00047295715466485994 0.00024806669935927396 -0.00028511415660218786 0.00032704668878878702 -0.00033733143541756942
leaf_weight=0.001006074947289764 0.0017285342787142039 0.001030317339388665 0.0014091865728893742 0.0017425566809698995 0.0013098715794480718 0.0010981629289170142 0.0013170436758450778 0.0011479897410008487
leaf_count=627 332 516 753 448 173 458 462 141
internal_value=0 6.42623e-05 0.000104293 3.24191e-05 0.000181372 -0.000131179 4.87051e-05 -2.53544e-05
internal_weight=0 0.0107837 0.00975335 0.00802481 0.00420042 0.00382439 0.00241521 0.00245786
internal_count=3910 3283 2767 2435 762 1673 920 314
is_linear=0
shrinkage=0.00196078


Tree=5989
num_leaves=9
num_cat=0
split_feature=150 151 151 4 0 4 4 2
split_gain=1.9451e-05 7.29652e-05 3.97201e-05 3.62851e-05 4.68383e-05 5.24638e-05 4.94729e-05 2.99764e-05
threshold=0.082085000000000019 -0.051109999999999996 -1.0000000180025095e-35 0.27608500000000008 -0.11756999999999999 0.070230000000000015 -0.083329999999999987 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.020372145090110941 0.027627030798982734 -0.0097851682133475257 -0.020732241377378759 0.017501569987534781 0.018175710358771188 0.021263255635475212 -0.018081987367696919 -0.0035237242628467797
leaf_weight=0.0010605476678367982 0.001020243247474014 0.0010659649350800533 0.0011574160410974003 0.0010543675273738846 0.0010097567594258298 0.0010693105237755095 0.0015052800167403985 0.0017228031836435443
leaf_count=360 321 192 258 312 504 171 1555 237
internal_value=0 0.00851097 -0.00225508 0.000300334 -0.00250518 0.00146989 -0.00352446 0.00449482
internal_weight=0 0.00208621 0.00857948 0.00751893 0.00646457 0.00530715 0.00423784 0.00273256
internal_count=3910 513 3397 3037 2725 2467 2296 741
is_linear=0
shrinkage=0.1


Tree=5990
num_leaves=8
num_cat=0
split_feature=42 160 49 42 2 16 2
split_gain=2.13935e-05 4.25356e-05 3.85883e-05 6.8932e-05 4.60092e-05 2.57341e-05 2.12971e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.091955000000000023 0.098195000000000018 -0.006474999999999999 0.11260500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=-0.010162279659451171 -0.021818196432390122 0.01782394937378793 -0.0042471236251187356 -0.022315694887047544 0.027858205721158658 0.00053711982203450066 0.0073465218624946321
leaf_weight=0.0017726717541720225 0.0010369640211991785 0.0018908128222569019 0.0018773658393517259 0.0010069954409301718 0.0010009107518071103 0.001022851755615033 0.0010241339693127507
leaf_count=1060 660 317 600 547 181 380 165
internal_value=0 0.0018723 0.00568569 0.00101075 0.00703001 -0.0107171 0.0174847
internal_weight=0 0.00886003 0.00680022 0.00490941 0.00390241 0.00205982 0.00202504
internal_count=3910 2850 1810 1493 946 1040 346
is_linear=0
shrinkage=0.1


Tree=5991
num_leaves=9
num_cat=0
split_feature=484 52 52 42 160 43 51 12
split_gain=0.000135185 5.24749e-05 0.000105736 4.73051e-05 7.93503e-05 5.23474e-05 5.60005e-05 5.54395e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -1.0000000180025095e-35 -0.080184999999999992 -0.07526999999999999 0.077145000000000005 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.0006958867650916149 -0.00036108984479916756 0.00065429991255852875 -0.00029919454593633734 -0.00037429008351234211 0.00049692839352662751 -0.00029069679394702754 0.00043792422228773869 0.00020894690708152421
leaf_weight=0.0010036470961875136 0.0010494905575574648 0.0011673608180586574 0.0014368651408755697 0.0011867501804844359 0.0015076190178501597 0.0017876678784731026 0.0012152265047270286 0.0016344123453609725
leaf_count=627 379 279 831 527 308 378 155 426
internal_value=0 5.58874e-05 9.9931e-05 2.61276e-05 8.98844e-05 0.000179529 7.63403e-05 -5.2063e-05
internal_weight=0 0.0109854 0.0099359 0.00876854 0.00733168 0.00614493 0.00463731 0.00342208
internal_count=3910 3283 2904 2625 1794 1267 959 804
is_linear=0
shrinkage=0.00196078


Tree=5992
num_leaves=10
num_cat=0
split_feature=484 133 52 52 15 12 3 4 15
split_gain=0.000155264 7.04202e-05 7.89184e-05 0.00014055 4.3622e-05 7.54087e-05 0.000176669 6.88984e-05 7.07981e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 0.085285000000000014 0.091475000000000015 -0.08348499999999999 -0.0025899999999999994 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=-0.00072178653105611659 -0.0004076425742120033 -0.00042284128169642408 0.00080378174960691879 0.00088248442741892632 -0.00026232560243071468 -0.00026589811142901389 0.00046100412105220233 0.00025386479631094028 -0.00034210994433177109
leaf_weight=0.0010953966617732866 0.0010603491336807084 0.0010949335546900649 0.00113494634181393 0.0012502978281046379 0.0012958060208014249 0.0014697626842857239 0.0011320592857841233 0.001282918968931315 0.0019032389254115168
leaf_count=627 334 516 257 413 648 286 281 267 281
internal_value=0 5.04215e-05 9.96354e-05 0.000156441 6.8285e-05 0.000129153 0.000233424 4.54945e-05 -0.000102138
internal_weight=0 0.0116243 0.0105294 0.00946903 0.00833408 0.00703828 0.00556852 0.00431822 0.00318616
internal_count=3910 3283 2767 2433 2176 1528 1242 829 548
is_linear=0
shrinkage=0.00196078


Tree=5993
num_leaves=9
num_cat=0
split_feature=2 52 52 3 133 4 0 15
split_gain=1.84958e-05 7.66145e-05 7.49012e-05 6.61272e-05 6.01078e-05 5.59042e-05 3.86299e-05 4.66301e-05
threshold=0.10946500000000002 0.06136500000000001 0.086950000000000013 0.11476000000000001 0.065880000000000008 0.15045000000000003 -0.13027499999999997 -0.016339999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.0057519996751113512 0.014113776936580667 0.029026407452709364 -0.021943899901695003 -0.021073751133528985 0.02337248618865654 0.018310902924334141 -0.00047389584838912024 -0.0281039839562791
leaf_weight=0.0013163070980275354 0.0010148990504712371 0.0010082319878768229 0.0016111324631349682 0.0011272996701862806 0.0011081844341655194 0.0010196449669659757 0.0011253047245412841 0.001335934007212411
leaf_count=171 388 213 911 166 794 169 384 714
internal_value=0 0.00629532 -0.00283241 -0.00440313 0.00238168 -0.00246735 -0.00807586 -0.0154712
internal_weight=0 0.00315043 0.00751651 0.0021422 0.00590538 0.00479719 0.00377755 0.00246124
internal_count=3910 767 3143 554 2232 1438 1269 1098
is_linear=0
shrinkage=0.1


Tree=5994
num_leaves=9
num_cat=0
split_feature=484 133 42 13 15 42 15 47
split_gain=0.000141889 4.78751e-05 6.62738e-05 0.000107336 7.03188e-05 6.36999e-05 0.000105378 5.3206e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.00079000000000000012 1.0000000180025095e-35 0.083970000000000017 -0.038029999999999987 0.077065000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00071039105886533361 -0.00036266677155124725 -0.00034734179051093165 0.00032034580168220314 0.00062174479634943337 -0.00029633867464555112 -0.00017171699163610839 0.0007863789855773655 -0.00022596587686933312
leaf_weight=0.0010088338162540659 0.0010619859675442831 0.0010142541602401042 0.0016044684340078767 0.0015635476070253451 0.0016797564572509915 0.0015789300978435892 0.0011759509968456961 0.0011965191296922819
leaf_count=627 342 516 339 382 723 623 219 139
internal_value=0 5.83092e-05 0.000100032 0.000155876 5.52059e-05 0.000161492 0.000293783 8.69737e-05
internal_weight=0 0.0108754 0.00986116 0.00879917 0.00723563 0.00555587 0.00397694 0.00280099
internal_count=3910 3283 2767 2425 2043 1320 697 478
is_linear=0
shrinkage=0.00196078


Tree=5995
num_leaves=9
num_cat=0
split_feature=11 3 47 1 13 13 0 15
split_gain=1.88178e-05 2.48313e-05 2.98641e-05 3.64302e-05 8.1957e-05 4.68733e-05 3.92228e-05 1.77377e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.0010249999999999997 -1.0000000180025095e-35 -0.22851499999999997 -0.091274999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6 -4
right_child=-2 2 7 4 6 -7 -8 -9
leaf_value=0.013912699194987627 -0.012879882476233949 -0.015265463109146208 -0.019610075988106192 0.033523690177750524 0.011928245304147489 0.010474099907055308 -0.015132668981914749 -0.0013133950221072312
leaf_weight=0.0013350111602503994 0.0010437969576763085 0.0018099328132216022 0.0011257271685728302 0.0010216975365709893 0.0011316371504012102 0.0011615307035112198 0.0010169470974377703 0.00100098837108823
leaf_count=247 279 1566 239 691 81 378 230 199
internal_value=0 0.0012579 -0.000785318 0.00275116 0.0102074 -0.00520399 -0.000879965 -0.0109983
internal_weight=0 0.00960347 0.00826846 0.00614175 0.00317028 0.00297146 0.00214858 0.00212672
internal_count=3910 3631 3384 2946 1002 1944 311 438
is_linear=0
shrinkage=0.1


Tree=5996
num_leaves=9
num_cat=0
split_feature=484 133 3 1 4 15 2 2
split_gain=0.000132903 4.64302e-05 6.74027e-05 4.0629e-05 7.7275e-05 6.80738e-05 4.88994e-05 4.16454e-05
threshold=-1.0000000180025095e-35 0.099765000000000006 -0.12008499999999998 0.095575000000000007 0.053925000000000008 -0.106555 0.086875000000000022 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00069172125914772396 0.00044703840418561453 -0.00034630154317683985 -0.00042063105939683492 0.00047418361154013872 0.00028486770455472463 -0.0003687514071421046 0.00033211688651009887 -0.00018801860442900953
leaf_weight=0.0010074092632415778 0.0017199598473857701 0.0010122292311274114 0.0013897892003256816 0.0017005492398044272 0.0011313613156446905 0.0013361016147793001 0.0010593546465329396 0.001340996086702795
leaf_count=627 331 524 753 368 257 136 465 449
internal_value=0 5.3266e-05 9.50566e-05 1.89844e-05 0.000152584 -6.90592e-05 -0.000127935 4.15345e-05
internal_weight=0 0.0106903 0.00967811 0.00795815 0.00416801 0.00246746 0.00379014 0.00240035
internal_count=3910 3283 2759 2428 761 393 1667 914
is_linear=0
shrinkage=0.00196078


Tree=5997
num_leaves=8
num_cat=0
split_feature=42 51 50 47 1 43 12
split_gain=1.79641e-05 4.40844e-05 5.05339e-05 6.41389e-05 8.49803e-05 4.43961e-05 5.7367e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.07992500000000001 0.087850000000000025 0.10937500000000001 -0.073139999999999983 0.086765000000000023
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.011759578211731524 -0.014932579483128879 0.02083199531100851 -0.016422949552305215 -0.011733001354933692 0.038247801374207108 -0.011908616590592674 0.015492674661925802
leaf_weight=0.0011793626201624186 0.00141729316312983 0.0014341070800306371 0.0010356488412598067 0.0014201423503516809 0.0010146334723550362 0.0018202620540570744 0.0013167447732720539
leaf_count=440 585 527 626 262 381 452 637
internal_value=0 0.00132904 0.00419509 0.00724296 0.0120675 0.00625633 -0.000407045
internal_weight=0 0.00945883 0.00804154 0.00700589 0.00558575 0.00457111 0.00313701
internal_count=3910 3470 2885 2259 1997 1616 1089
is_linear=0
shrinkage=0.1


Tree=5998
num_leaves=9
num_cat=0
split_feature=484 133 3 133 3 43 16 52
split_gain=0.000156599 5.983e-05 6.25722e-05 4.61974e-05 8.5124e-05 7.1785e-05 7.62539e-05 8.7945e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.12008499999999998 0.070680000000000007 -0.078884999999999997 -0.074254999999999988 -0.19424999999999998 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8
right_child=1 -3 3 -5 5 6 7 -9
leaf_value=-0.0007425655699797517 0.00043996171825720962 -0.00038783155318356552 -0.00050039496657859823 0.00042575822333854805 0.00047774389012570495 -0.00043020713229363373 -0.00025420006312093122 0.00039527521165451022
leaf_weight=0.0010210761714027636 0.0017806950835763434 0.0010378007622928237 0.0011884914845477551 0.0010153000036430687 0.001320173474129124 0.0013633009345523218 0.0013861614722751354 0.0019006929042161803
leaf_count=627 332 516 881 486 218 210 223 417
internal_value=0 6.01895e-05 0.000106896 3.43394e-05 -2.11736e-05 7.42233e-05 -4.03357e-05 0.000121373
internal_weight=0 0.0109926 0.00995482 0.00817412 0.00715882 0.00597033 0.00465016 0.00328685
internal_count=3910 3283 2767 2435 1949 1068 850 640
is_linear=0
shrinkage=0.00196078


Tree=5999
num_leaves=9
num_cat=0
split_feature=484 133 42 13 15 42 15 0
split_gain=0.000145788 4.24124e-05 6.12625e-05 8.41452e-05 9.95759e-05 7.52142e-05 0.000102247 4.83713e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.00079000000000000012 1.0000000180025095e-35 0.083970000000000017 -0.038029999999999987 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00071742583349673121 -0.0003422137746399827 -0.00031758413674372923 -8.7629941949342525e-05 0.00057070851414951762 -0.00035806852132779486 -0.00017061508281476616 0.00081772617732086227 0.0004386212290422436
leaf_weight=0.0010184225896843939 0.0010792370427319805 0.0010421007373353506 0.001631138294290049 0.0015291480800151752 0.0016534137054990492 0.0015852306099835047 0.0011821725622091096 0.0011414463960300149
leaf_count=627 342 516 137 382 723 623 219 341
internal_value=0 5.84968e-05 9.84808e-05 0.000153008 6.42144e-05 0.000190245 0.000334893 0.000129023
internal_weight=0 0.0108439 0.00980179 0.00872255 0.0071934 0.00553999 0.00395476 0.00277258
internal_count=3910 3283 2767 2425 2043 1320 697 478
is_linear=0
shrinkage=0.00196078


Tree=6000
num_leaves=7
num_cat=0
split_feature=15 12 3 1 16 0
split_gain=2.12425e-05 2.72085e-05 7.17123e-05 4.21249e-05 3.79597e-05 7.38398e-05
threshold=0.091600000000000015 0.086935000000000012 -0.015064999999999997 0.077800000000000022 -0.029944999999999996 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4
right_child=-2 3 4 -5 -6 -7
leaf_value=0.022064381789732208 -0.01356168304616601 -0.019075585853069097 -0.007830858702897606 0.0037719348665961093 -0.012958280820890331 0.025664696178001135
leaf_weight=0.0018034269533647902 0.0010585390538849831 0.0014092676620233563 0.0016098723985801811 0.0018881979062331058 0.0017669936043158427 0.0011132459445031854
leaf_count=972 644 928 150 602 311 303
internal_value=0 0.00136568 0.00522103 -0.00599262 -0.00154401 0.00586256
internal_weight=0 0.009591 0.00629354 0.00329747 0.00449011 0.00272312
internal_count=3910 3266 1736 1530 764 453
is_linear=0
shrinkage=0.1


Tree=6001
num_leaves=9
num_cat=0
split_feature=11 49 2 52 133 12 0 0
split_gain=1.86686e-05 2.55971e-05 3.21247e-05 0.000120603 6.63867e-05 5.88265e-05 0.000105244 4.58617e-05
threshold=0.077330000000000024 0.093425000000000022 0.10946500000000002 0.086950000000000013 0.065880000000000008 0.092150000000000024 -0.12329499999999999 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=0.01052317165220884 -0.01278207399458507 0.015552411898726257 -0.0045289865033896343 -0.031541474433167314 0.025121326610816147 0.016841763959624681 -0.027200746422124163 0.025404030700415976
leaf_weight=0.00134175325898803 0.001047227181954353 0.0011109308648391001 0.0010322416022141194 0.0012796014368934294 0.0010557373441553823 0.0010929554780550912 0.0016477295332331522 0.0010153298616034645
leaf_count=161 279 521 105 798 651 245 769 381
internal_value=0 0.00128071 -0.000592203 -0.00407176 0.00276924 -0.00301111 -0.0102693 0.0103139
internal_weight=0 0.00957628 0.00846535 0.00641778 0.00513818 0.00408244 0.00298948 0.00204757
internal_count=3910 3631 3110 2624 1826 1175 930 486
is_linear=0
shrinkage=0.1


Tree=6002
num_leaves=8
num_cat=0
split_feature=15 42 3 43 2 0 2
split_gain=2.11887e-05 2.50374e-05 4.69708e-05 4.56781e-05 6.52002e-05 4.82258e-05 3.39636e-05
threshold=0.091600000000000015 0.091955000000000023 -0.100615 -0.0037249999999999996 0.085255000000000011 -0.14136999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.018611475129178542 -0.013568538201896869 -0.012408731578910655 -0.013617668141642525 0.025476976921202751 0.00080606035719751911 0.01348876318326468 -0.023138932136916705
leaf_weight=0.0016156933819148449 0.0010514602625836785 0.001155475926258376 0.0018785895415794314 0.0011561814161881352 0.0012844176705081867 0.0013373457994768348 0.0010993763450402212
leaf_count=414 644 549 1418 244 125 421 95
internal_value=0 0.00138999 0.00329453 -0.000368557 0.00473458 -0.00171021 -0.0102371
internal_weight=0 0.00952708 0.0083716 0.00675591 0.00487732 0.00372114 0.00238379
internal_count=3910 3266 2717 2303 885 641 220
is_linear=0
shrinkage=0.1


Tree=6003
num_leaves=10
num_cat=0
split_feature=484 42 160 15 15 457 4 1 12
split_gain=0.000139303 5.37975e-05 4.5336e-05 7.66133e-05 0.00011082 5.47531e-05 7.95801e-05 0.000144978 5.73963e-05
threshold=-1.0000000180025095e-35 -0.09602999999999999 -0.080184999999999992 -0.15202999999999997 -0.095799999999999982 0.084715000000000013 -0.083329999999999987 0.10080500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -8 -6
right_child=1 2 3 4 5 -7 7 -9 -10
leaf_value=-0.00068757432005978926 -0.00036961136351354901 -0.00020512428882339589 0.00064861278305339688 -0.00042778058224840986 0.00071417630194667346 0.00060176884470973795 -0.00044125674234596644 0.00048570705193207251 0.00011909629370813057
leaf_weight=0.00106690430329029 0.0010528413134350554 0.0016310333067386671 0.0010472689859852393 0.0013471233739716483 0.0010478918290645761 0.001043280292384199 0.0018431371140843339 0.0010009821031808988 0.001537393182240822
leaf_count=627 267 639 320 214 140 144 992 216 351
internal_value=0 5.29368e-05 9.53136e-05 0.000150577 8.38774e-05 0.000190366 0.000111313 -0.000115014 0.0003603
internal_weight=0 0.011551 0.0104981 0.00886708 0.00781981 0.00647268 0.0054294 0.00284412 0.00258529
internal_count=3910 3283 3016 2377 2057 1843 1699 1208 491
is_linear=0
shrinkage=0.00196078


Tree=6004
num_leaves=8
num_cat=0
split_feature=11 3 1 4 15 15 0
split_gain=5.56007e-05 5.51708e-05 5.38152e-05 8.72337e-05 6.60615e-05 5.88174e-05 6.38899e-05
threshold=0.079700000000000007 -0.12008499999999998 0.095575000000000007 0.053925000000000008 -0.106555 -0.0039399999999999991 -0.024394999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00042244295737488524 -0.00045083266277858594 -0.00044018504962707247 0.00044976185088599075 0.00022517768310948206 -0.0003877018744511988 0.00021366537871843176 -0.00038223847305575106
leaf_weight=0.0012314252991264792 0.0010028873205532663 0.0018317991712924332 0.0019393083122472799 0.0012945833179549161 0.001415505770246509 0.0019722832498017431 0.001065398708734005
leaf_count=192 254 1167 461 305 169 1256 106
internal_value=0 3.19054e-05 -1.86172e-05 0.000132263 -9.49352e-05 -0.000162678 4.66549e-06
internal_weight=0 0.0107503 0.00951888 0.0046494 0.00271009 0.00486948 0.00303768
internal_count=3910 3656 3464 935 474 2529 1362
is_linear=0
shrinkage=0.00196078


Tree=6005
num_leaves=9
num_cat=0
split_feature=11 49 2 52 133 12 0 0
split_gain=1.8064e-05 2.16997e-05 3.14518e-05 0.000100025 5.89869e-05 5.34832e-05 8.79777e-05 3.32755e-05
threshold=0.077330000000000024 0.093425000000000022 0.10946500000000002 0.086950000000000013 0.065880000000000008 0.092150000000000024 -0.12329499999999999 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=0.0089174938766457927 -0.012539354388878666 0.014413110955120781 -0.0022615927409264315 -0.028995794980950163 0.023422440017589058 0.015783827231845987 -0.025611265948136709 0.023255334982136749
leaf_weight=0.0013419678316407442 0.0010516394339592601 0.001110110341759867 0.0010348957070141734 0.0012730871367781825 0.001052777743297326 0.0010937549263310836 0.0016393918413787625 0.0010096350303964879
leaf_count=161 279 521 105 798 651 245 769 381
internal_value=0 0.00126912 -0.000458579 -0.0039075 0.0023211 -0.00313029 -0.0100692 0.0103392
internal_weight=0 0.00955562 0.00844551 0.00640098 0.00512789 0.00407511 0.00298136 0.00204453
internal_count=3910 3631 3110 2624 1826 1175 930 486
is_linear=0
shrinkage=0.1


Tree=6006
num_leaves=9
num_cat=0
split_feature=133 50 156 160 42 0 47 0
split_gain=4.30465e-05 4.50663e-05 4.07191e-05 5.53713e-05 5.02127e-05 0.000109553 8.72048e-05 5.63637e-05
threshold=0.10064500000000001 0.086465000000000014 0.084090000000000012 0.090735000000000024 -1.0000000180025095e-35 -0.06402999999999999 0.09252500000000001 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00015359482960980317 -0.00039605645244942427 -0.00035050379642685302 -0.00027342665860124874 -0.00031064450420041108 -1.9807940391617511e-05 0.00072011512236441126 -0.00040012155552147265 0.00048412690765953524
leaf_weight=0.0014238992528437001 0.0010146001064367865 0.0010928230765784109 0.0011659837801620736 0.001019118855451165 0.0015779780562380817 0.0014725990924406383 0.0010202911341309013 0.0018581337351294995
leaf_count=595 598 562 489 267 152 304 169 774
internal_value=0 2.66564e-05 6.98698e-05 0.000117681 0.000177048 0.000256454 0.000103239 0.000252703
internal_weight=0 0.0106308 0.009538 0.00837202 0.0073529 0.005929 0.0044564 0.00343611
internal_count=3910 3312 2750 2261 1994 1399 1095 926
is_linear=0
shrinkage=0.00196078


Tree=6007
num_leaves=9
num_cat=0
split_feature=484 133 42 13 15 42 15 0
split_gain=0.000138542 5.06929e-05 4.76335e-05 8.14373e-05 8.21529e-05 6.25754e-05 0.000108452 5.50018e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.00079000000000000012 1.0000000180025095e-35 0.083970000000000017 -0.038029999999999987 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00070149258694134444 -0.00029038726159876931 -0.00035634585122245948 -0.00013294621855582136 0.00056066845505094414 -0.00032127497772665975 -0.00015009219768174711 0.00080340077377423144 0.00043122753652383671
leaf_weight=0.0010089926036285857 0.0010624949672886066 0.0010266280333667182 0.0016407842959936276 0.0015268402722147384 0.0016549849608520585 0.0016044255472001147 0.0011916355096376133 0.0011164227131490038
leaf_count=627 342 516 137 382 723 623 219 341
internal_value=0 5.81863e-05 0.000101623 0.000149305 6.21704e-05 0.000176445 0.000309118 9.54938e-05
internal_weight=0 0.0108242 0.00979759 0.00873509 0.00720825 0.00555327 0.00394884 0.00275721
internal_count=3910 3283 2767 2425 2043 1320 697 478
is_linear=0
shrinkage=0.00196078


Tree=6008
num_leaves=9
num_cat=0
split_feature=48 48 51 42 2 2 16 0
split_gain=4.09615e-05 9.84329e-05 7.69024e-05 6.67407e-05 6.65991e-05 5.91752e-05 5.67191e-05 3.63794e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.084235000000000018 0.0032450000000000005 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.00053736815738333605 -0.00038029755132943505 0.00054391764126901227 -0.00053063096745734333 -0.00030517128933959544 0.00054487237802889113 6.6893547321200309e-05 -0.00048098339135805858 4.7561093802218821e-05
leaf_weight=0.0010049257635280824 0.0010527836845351272 0.0012427288126448171 0.0010991295748111985 0.0018748333890953395 0.0011410703493323227 0.0017511226598587236 0.0012415562973887712 0.0013885350385810932
leaf_count=94 161 279 398 1156 247 823 289 463
internal_value=0 2.4975e-05 -4.29014e-05 2.09019e-05 0.000114561 2.33982e-05 -0.000160401 0.000253213
internal_weight=0 0.0107439 0.00950117 0.00840204 0.00652721 0.00538614 0.00299268 0.00239346
internal_count=3910 3749 3470 3072 1916 1669 1112 557
is_linear=0
shrinkage=0.00196078


Tree=6009
num_leaves=10
num_cat=0
split_feature=484 133 52 52 15 4 12 150 1
split_gain=0.000159533 5.39674e-05 6.96319e-05 0.000117755 3.92799e-05 7.12027e-05 5.08889e-05 4.12246e-05 5.52838e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 0.085285000000000014 -0.0025899999999999994 0.084100000000000022 0.081245000000000026 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -7
right_child=1 -3 3 4 -6 7 -8 -9 -10
leaf_value=-0.00075528983751789306 -0.00038536692261654718 -0.00036931620589447141 0.00076855138296273923 0.00063073933755811162 -0.00024655941497283673 -0.00048397986526663725 7.5944589656329843e-05 0.00027422542279750882 7.1923229061338916e-05
leaf_weight=0.0010059772025834161 0.0010033142498771389 0.00101878181066408 0.0010736701985792118 0.0014651342722235186 0.0012233064595707282 0.001163949430973405 0.0011227597121135594 0.0012291346823568184 0.0016813051540587056
leaf_count=627 334 516 257 283 648 318 425 214 288
internal_value=0 6.05297e-05 0.000104486 0.000159343 7.63956e-05 0.000135696 0.000390041 -2.5855e-05 -0.000155488
internal_weight=0 0.0109814 0.00996257 0.00895926 0.00788559 0.00666228 0.00258789 0.00407439 0.00284525
internal_count=3910 3283 2767 2433 2176 1528 708 820 606
is_linear=0
shrinkage=0.00196078


Tree=6010
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 42 12 0
split_gain=3.97781e-05 8.92301e-05 6.30154e-05 6.90848e-05 3.99754e-05 6.80089e-05 7.38264e-05 4.23877e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.078965000000000021 0.081660000000000024 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=0.00052686116115269806 -0.0003731321208101216 0.00052888706586076608 -0.00047942465961858767 0.00035419327499322019 -0.00056607879989732017 -0.00034439886516968139 -9.0991947392097644e-05 -2.2372720652143126e-05
leaf_weight=0.001403868194460799 0.0010289466159655114 0.0012228771835620005 0.0010814344139499594 0.0018820496558043251 0.0010733510123342241 0.0012549256076691217 0.0015807513432123939 0.001133396932328997
leaf_count=226 161 279 398 421 211 1055 721 438
internal_value=0 3.0619e-05 -3.4135e-05 2.36859e-05 -7.28086e-05 3.85921e-05 0.000199626 -0.000286829
internal_weight=0 0.0106327 0.00940978 0.00832834 0.00644629 0.00423955 0.00298462 0.00220675
internal_count=3910 3749 3470 3072 2651 2002 947 649
is_linear=0
shrinkage=0.00196078


Tree=6011
num_leaves=8
num_cat=0
split_feature=15 133 52 52 4 3 2
split_gain=2.13648e-05 2.38339e-05 5.2111e-05 9.55971e-05 5.2627e-05 6.30167e-05 7.89034e-05
threshold=0.091600000000000015 0.088055000000000008 1.0000000180025095e-35 0.11262000000000001 -0.0031049999999999997 0.11265500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.015845519765480584 -0.013583948200827773 -0.011648618275251356 0.035072340285414269 -0.0040446650020386811 -0.0067232909143307741 -0.01610333828851028 0.026286259929874489
leaf_weight=0.0018471966864263426 0.0010611323118732289 0.0012270426390292967 0.0012404747632128916 0.0012587001449809773 0.0012701716181250913 0.0010829552596820242 0.0016844289211599046
leaf_count=933 644 706 591 315 208 148 365
internal_value=0 0.00136829 0.0032734 0.0153712 -0.00186437 0.00453205 0.0120956
internal_weight=0 0.00961097 0.00838393 0.00249917 0.00588475 0.00403756 0.0029546
internal_count=3910 3266 2560 906 1654 721 573
is_linear=0
shrinkage=0.1


Tree=6012
num_leaves=10
num_cat=0
split_feature=133 50 4 2 150 48 3 52 43
split_gain=4.20978e-05 4.33772e-05 4.15485e-05 4.50293e-05 6.64927e-05 8.7819e-05 4.5899e-05 0.000112862 4.71063e-05
threshold=0.10064500000000001 0.086465000000000014 0.28937500000000005 0.11230000000000001 0.086420000000000011 0.083775000000000002 -0.075954999999999981 0.0033900000000000002 -0.017894999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0006349177162218129 -0.00039814289809551184 -0.00035045117603000123 0.0003804494014092048 -0.00032986391068863958 -0.00037213055393580492 0.00063184213841355522 0.00052810816971690221 0.00028588456347446455 -1.4446651661400308e-05
leaf_weight=0.0010460366319675499 0.001005940295133372 0.0010812685303720872 0.0013659540852759338 0.0012600337283714125 0.0010841534646931937 0.0011894129664035587 0.0010501357061560618 0.0010019846177372795 0.0014856672959637335
leaf_count=533 598 562 373 303 223 334 150 585 249
internal_value=0 2.16388e-05 6.40635e-05 1.08239e-05 7.34247e-05 0.000157095 3.39077e-05 -0.00018442 0.000210238
internal_weight=0 0.0105646 0.00948338 0.00811742 0.00685739 0.00577324 0.00458382 0.00204802 0.0025358
internal_count=3910 3312 2750 2377 2074 1851 1517 1118 399
is_linear=0
shrinkage=0.00196078


Tree=6013
num_leaves=9
num_cat=0
split_feature=1 42 0 49 15 15 3 16
split_gain=1.82906e-05 3.45489e-05 3.60126e-05 5.01828e-05 5.01747e-05 7.84525e-05 3.96774e-05 9.76751e-06
threshold=0.12730000000000002 0.091955000000000023 0.047345000000000005 -0.073619999999999977 -0.0089749999999999986 0.079360000000000014 0.10420500000000001 -0.08286499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.019690549859661823 0.010607399817986545 -0.017794308441800192 0.015144175035808734 0.0085284156302845079 0.030825360037727872 -0.0059337469253849112 -0.022729929980322239 -0.0054285209828908729
leaf_weight=0.0013488827538342425 0.0013841151073518158 0.0011681012131356848 0.0014070913464051997 0.0010019379851023244 0.0011933012596249694 0.0011307786052063562 0.0010137771547063853 0.0010037520818572806
leaf_count=262 345 732 239 361 211 972 111 677
internal_value=0 -0.00171666 0.00060203 -0.00245547 0.00189521 0.0129403 -0.00660614 0.00154364
internal_weight=0 0.00926762 0.00809952 0.00669243 0.00534355 0.00232408 0.00301947 0.00200569
internal_count=3910 3565 2833 2594 2332 1183 1149 1038
is_linear=0
shrinkage=0.1


Tree=6014
num_leaves=7
num_cat=0
split_feature=4 42 0 43 49 2
split_gain=2.23234e-05 2.53573e-05 4.05777e-05 6.78557e-05 4.46308e-05 3.08739e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 -0.093039999999999984 -0.0019649999999999997 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.027035939849564108 0.010988977971470566 -0.015630128109842215 0.012971197614671644 -0.010680877730962357 0.0011727011943476803 0.022445424624170738
leaf_weight=0.0010497041345760528 0.0015496089634600965 0.0011861291560876968 0.0018583362928487265 0.0019858787074321159 0.0019394612993338029 0.0010524910043741816
leaf_count=420 441 711 288 503 1129 418
internal_value=0 -0.00199814 5.22704e-05 -0.00393074 0.000941593 0.00865589
internal_weight=0 0.009072 0.00788587 0.00602754 0.00497783 0.00299195
internal_count=3910 3469 2758 2470 2050 1547
is_linear=0
shrinkage=0.1


Tree=6015
num_leaves=9
num_cat=0
split_feature=133 50 4 12 49 12 457 52
split_gain=4.28792e-05 4.82224e-05 4.61066e-05 4.89532e-05 6.02939e-05 0.000139909 5.76564e-05 3.30291e-05
threshold=0.10064500000000001 0.086465000000000014 0.28937500000000005 -0.036459999999999992 -0.00064499999999999985 0.051320000000000005 0.084715000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=-0.00038479548708290234 -0.00038893299043699087 -0.00035737194077205281 0.00040366094559731396 -0.00042317664654229723 0.00065075260819579027 -0.00034135051648578462 0.00016095339022922204 0.00010038910656269541
leaf_weight=0.0010125107812036932 0.0010273360395976613 0.0011058478640017617 0.0014017494888209298 0.0014484506574159702 0.001732789026017611 0.0010072562669170924 0.0011780426153969389 0.0018387153850012612
leaf_count=253 598 562 373 318 208 554 132 912
internal_value=0 3.04007e-05 7.49786e-05 1.89135e-05 7.56442e-05 0.000211493 -0.000161181 -5.59529e-05
internal_weight=0 0.0107254 0.00961951 0.00821776 0.00720525 0.00457876 0.00262649 0.00284597
internal_count=3910 3312 2750 2377 2124 1674 450 1466
is_linear=0
shrinkage=0.00196078


Tree=6016
num_leaves=10
num_cat=0
split_feature=484 133 42 13 15 52 151 2 2
split_gain=0.00014738 6.31164e-05 6.87058e-05 9.71333e-05 6.6664e-05 6.55472e-05 4.48664e-05 7.98432e-05 7.74351e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.00079000000000000012 1.0000000180025095e-35 -0.081429999999999989 -0.039414999999999999 0.087995000000000004 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9
right_child=1 -3 3 -5 -6 6 7 8 -10
leaf_value=-0.00071951826454244843 -0.00035356257704183979 -0.00040108967375981263 0.00050929634574975826 0.00059844998865224756 -0.00028001592086275562 -0.00031754381866145746 -0.00027831975859140705 0.00075584470364884859 -4.976982342721155e-06
leaf_weight=0.001025293751097534 0.0011181344123821083 0.0010463958445551492 0.0015623954621177246 0.0016083556436743652 0.0016544227665145211 0.0010263900714902116 0.0010748124792910622 0.0010440842303212556 0.0010136389820011107
leaf_count=627 342 516 434 382 723 230 289 199 168
internal_value=0 5.73168e-05 0.000104799 0.000161845 6.66391e-05 0.000166881 3.82443e-05 0.00015482 0.000381062
internal_weight=0 0.0111486 0.0101022 0.0089841 0.00737574 0.00572132 0.00415893 0.00313254 0.00205772
internal_count=3910 3283 2767 2425 2043 1320 886 656 367
is_linear=0
shrinkage=0.00196078


Tree=6017
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=2.16181e-05 3.99188e-05 2.57575e-05 3.98026e-05 6.73466e-05 6.18001e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0026454232539071115 0.022324785738389689 -0.019368550457160346 -0.0086971049182893237 -0.0059167955945212411 -0.01725560559659613 0.021776576240976189
leaf_weight=0.0019352119585757533 0.0011864954164030311 0.001434180666481544 0.0015030553935753933 0.0014484645183638072 0.0013230451143638809 0.0018162413798066216
leaf_count=454 265 1554 571 133 409 524
internal_value=0 -0.00672482 0.00296364 0.00599898 0.00177675 0.00948975
internal_weight=0 0.00336939 0.0072773 0.00577425 0.00458775 0.00326471
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=6018
num_leaves=10
num_cat=0
split_feature=484 133 133 15 16 4 47 4 2
split_gain=0.000160104 5.10529e-05 5.25899e-05 6.87031e-05 7.96089e-05 6.4543e-05 6.27628e-05 5.74396e-05 3.74831e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.083815000000000014 1.0000000180025095e-35 -0.0083999999999999995 0.0057500000000000008 0.09252500000000001 -0.0021099999999999995 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -6 -5
right_child=1 -3 -4 8 7 6 -8 -9 -10
leaf_value=-0.00075685261869765129 -0.00041805300908573601 -0.00035993927397610551 0.0005293297162122496 -3.4248246871155303e-06 0.00063131303608548854 0.00039204868659268726 -0.00020996057373260743 6.4210722223458051e-05 -0.00052529455111808958
leaf_weight=0.0010077485106794711 0.001159546558660747 0.0010088261519758902 0.0010003508626026331 0.0011077532045231913 0.0016910231342289195 0.0015559167221586702 0.0011638673123030344 0.0011561423790792096 0.0010130359274414776
leaf_count=627 293 516 472 586 373 343 109 221 370
internal_value=0 6.01616e-05 0.000103198 5.5016e-05 0.000152037 -3.07071e-05 0.000134433 0.000401031 -0.000252706
internal_weight=0 0.0108565 0.00984764 0.00884729 0.0067265 0.00387933 0.00271978 0.00284717 0.00212079
internal_count=3910 3283 2767 2295 1339 745 452 594 956
is_linear=0
shrinkage=0.00196078


Tree=6019
num_leaves=8
num_cat=0
split_feature=11 1 4 15 15 43 0
split_gain=1.8842e-05 1.90547e-05 6.95705e-05 6.7851e-05 5.00303e-05 4.49997e-05 5.49282e-05
threshold=0.077330000000000024 0.095575000000000007 0.053925000000000008 -0.106555 -0.0063699999999999989 -0.075819999999999985 -0.083424999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.016693126462778835 -0.012755201370597555 0.021193110040406346 0.012666321132324285 -0.020498039279027779 0.019262443140431889 0.012007266212363747 -0.018786246627838444
leaf_weight=0.001725200048734118 0.0010591924849503208 0.0018049197917940382 0.001182814300688249 0.0012893685233364462 0.0012587700368070342 0.0010996433080496279 0.0012240792669706399
leaf_count=1178 279 475 329 183 353 488 625
internal_value=0 0.00129999 0.00626692 -0.00463057 -0.00270252 0.00403486 -0.00421399
internal_weight=0 0.0095848 0.0042771 0.00247218 0.00530769 0.00358249 0.00232372
internal_count=3910 3631 987 512 2644 1466 1113
is_linear=0
shrinkage=0.1


Tree=6020
num_leaves=10
num_cat=0
split_feature=484 133 42 133 13 15 151 2 2
split_gain=0.00014944 6.11768e-05 5.52231e-05 7.26897e-05 7.14692e-05 0.000140598 7.78159e-05 0.000142306 9.74865e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.065880000000000008 0.00079000000000000012 1.0000000180025095e-35 -0.044604999999999992 0.087995000000000004 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=-0.00082472641439122068 -0.00041567788744761554 -0.00050455595769266883 -0.00043275650157660551 0.00054333663026374403 0.00037559476330275302 -0.00066898193753788101 -0.00027898450283041394 0.00093613169442181084 0.00013860999584799043
leaf_weight=0.001052152583715508 0.001117601506374675 0.0010387508502353376 0.0010501558547272097 0.0010053420828755556 0.0014599639138393409 0.0013448742655906912 0.0016487872202026643 0.0010021439416014993 0.0014303393381625811
leaf_count=627 342 516 196 468 368 661 310 197 225
internal_value=0 -5.1525e-05 -4.74338e-06 4.66189e-05 -1.63038e-05 -0.00010465 4.32531e-05 0.000165736 0.000467176
internal_weight=0 0.011098 0.0100592 0.00894161 0.00793626 0.0064763 0.00513143 0.00408127 0.00243248
internal_count=3910 3283 2767 2425 1957 1589 928 732 422
is_linear=0
shrinkage=0.00196078


Tree=6021
num_leaves=11
num_cat=0
split_feature=484 133 484 42 43 0 13 1 16 2
split_gain=0.00017467 4.56235e-05 5.11846e-05 7.88559e-05 9.79903e-05 9.06869e-05 5.18583e-05 0.000113654 6.34925e-05 2.71558e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087270000000000014 -0.089744999999999978 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 0.09112000000000002 -0.074204999999999979 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 9 -8 -9 -6
right_child=1 -3 -4 4 6 -7 7 8 -10 -11
leaf_value=-0.00078924302900160918 -0.0003640979733066103 -0.00033125424550041883 -0.0003146955944422337 0.00019557885739723843 -0.00037829549244350542 0.00095629452382392987 0.00069362551825923545 -0.00040907338262080925 0.00028395583898720459 6.3240804922179756e-05
leaf_weight=0.0010056351642907151 0.0010045905316991852 0.0010134233792125072 0.0010006649884021527 0.0013037927829673982 0.001104615377677745 0.0011201355867387179 0.0012481674846451631 0.0010033778923080325 0.0010299762507070128 0.0010395122196514455
leaf_count=627 327 516 342 471 604 204 211 119 189 300
internal_value=0 6.49084e-05 0.000105648 0.000153153 0.000219351 0.000547118 7.29207e-05 0.000227874 -5.8026e-05 -0.000164231
internal_weight=0 0.0108683 0.00985483 0.00885417 0.00784958 0.00242393 0.00542565 0.00328152 0.00203335 0.00214413
internal_count=3910 3283 2767 2425 2098 675 1423 519 308 904
is_linear=0
shrinkage=0.00196078


Tree=6022
num_leaves=10
num_cat=0
split_feature=484 1375 150 12 1 16 3 2 16
split_gain=0.000135239 3.22481e-05 4.0984e-05 5.82507e-05 9.94992e-05 5.40842e-05 7.33761e-05 8.44774e-05 6.73573e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082085000000000019 -0.036459999999999992 0.12864500000000004 -0.008069999999999999 -0.089974999999999986 0.085255000000000011 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 -7
right_child=1 2 -4 4 -6 8 7 -9 -10
leaf_value=-0.00068986526853165157 -0.00026701666391476406 -0.00037775827255778299 0.00041945081930487788 -0.00055203204679119065 0.00068173732646515078 0.00055842397568272467 0.00039730734511242048 -0.00030497844621842123 -5.8309599510026224e-05
leaf_weight=0.00100911451836038 0.0010464301368000401 0.0010897269767483862 0.0012997383104562049 0.001129332946482074 0.0010044097752634181 0.0012721709633545235 0.0013141038013889266 0.0013200115171796483 0.0014647678670632617
leaf_count=627 146 349 368 371 111 306 526 692 414
internal_value=0 6.0321e-05 9.49406e-05 4.58654e-05 0.000107377 1.86298e-05 -0.000133893 4.53769e-05 0.000228358
internal_weight=0 0.0109407 0.00989426 0.00859452 0.0075048 0.00650039 0.00376345 0.00263412 0.00273694
internal_count=3910 3283 3137 2769 2420 2309 1589 1218 720
is_linear=0
shrinkage=0.00196078


Tree=6023
num_leaves=8
num_cat=0
split_feature=49 1 42 2 4 0 3
split_gain=1.9673e-05 4.29225e-05 4.07295e-05 3.16153e-05 4.83811e-05 3.57803e-05 5.08746e-05
threshold=-0.045004999999999996 0.10031000000000002 0.092395000000000019 0.10393500000000001 0.044585000000000007 -0.060094999999999989 -0.078884999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.0030437879564508717 -0.016959475594850861 0.023406750085243927 -0.020503728511860886 -0.02249651086955777 0.0053717817278535881 0.017875773045648434 0.0094789845114445614
leaf_weight=0.0015482110727281706 0.0012094877424928935 0.0010161775692527752 0.0010997086155948663 0.0012720821569896222 0.0012207851189219182 0.0014885813159688601 0.0018276332543360448
leaf_count=286 1399 243 742 286 274 230 450
internal_value=0 0.00743764 -0.00260971 0.000194021 -0.00884909 0.00517519 -0.00104973
internal_weight=0 0.00256439 0.00811828 0.00701857 0.00249287 0.0045257 0.00303712
internal_count=3910 529 3381 2639 560 2079 1849
is_linear=0
shrinkage=0.1


Tree=6024
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 150 15
split_gain=1.8759e-05 4.26108e-05 5.87078e-05 9.81236e-05 5.47891e-05 5.47607e-05 3.62986e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.10910500000000002 -0.08422499999999998 0.09252500000000001 0.083935000000000023 0.084050000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.013209471624076813 -0.025461990741217744 0.020117484018059354 0.014636869430959404 0.027224410204574823 -0.015956391885121421 -0.010791970433633028 0.0034471680134021323
leaf_weight=0.0010010067780247241 0.0018016691519496834 0.0010571893456099582 0.0018477468784458802 0.0013569078633348525 0.0012868276175963056 0.0010869711812545634 0.0012186959603498106
leaf_count=196 655 701 447 531 240 290 850
internal_value=0 0.00117207 -0.00115719 -0.00547997 0.00179383 0.00803028 0.0159738
internal_weight=0 0.00965601 0.00859882 0.00675107 0.0049494 0.00366258 0.0025756
internal_count=3910 3714 3013 2566 1911 1671 1381
is_linear=0
shrinkage=0.1


Tree=6025
num_leaves=9
num_cat=0
split_feature=48 48 51 1 159 2 3 2
split_gain=4.18158e-05 7.52675e-05 6.53028e-05 5.21905e-05 4.23351e-05 5.92289e-05 4.97157e-05 1.11589e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.081975000000000006 0.10362500000000001 -0.078884999999999997 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00011845478016142251 -0.00038731866245392098 0.00048771849198415588 -0.00048395022758079408 0.000317729228495436 -0.00041464785169254264 -0.00032374564840063007 0.00020010552653419868 0.00047656891309289109
leaf_weight=0.0016550761416756401 0.0010306016845501873 0.0012049724570997273 0.001090431032893322 0.001839964975088865 0.0010612006421518907 0.0014551478102285608 0.0012037826295695181 0.0010517198249625731
leaf_count=1325 161 279 398 421 400 378 293 255
internal_value=0 2.6463e-05 -3.29343e-05 2.65562e-05 -5.68037e-05 1.39685e-05 0.000139634 0.000329018
internal_weight=0 0.0105623 0.00935732 0.00826689 0.00642693 0.00536573 0.00391058 0.0022555
internal_count=3910 3749 3470 3072 2651 2251 1873 548
is_linear=0
shrinkage=0.00196078


Tree=6026
num_leaves=9
num_cat=0
split_feature=150 151 151 1 4 4 4 16
split_gain=1.83258e-05 7.32925e-05 4.40434e-05 3.8855e-05 5.6572e-05 5.61034e-05 2.9658e-05 3.28018e-05
threshold=0.082085000000000019 -0.051109999999999996 -1.0000000180025095e-35 0.10398500000000001 0.24280000000000004 -0.0021099999999999995 -0.08422499999999998 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 -4
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.021216766776071608 0.027491356503621302 -0.0099884690459784709 -0.018673585070657858 -0.0036022434760073561 0.024690551779510739 -0.024269024666613761 0.013532751881059978 0.0055580441218270951
leaf_weight=0.0010678917917475231 0.0010152474349824875 0.0010733806949146832 0.001042960851912347 0.0015014717900804918 0.0013351731694074245 0.0011526104483881557 0.0012480543831867755 0.0012030050366971319
leaf_count=360 321 192 498 296 319 596 1172 156
internal_value=0 0.00822985 -0.00221868 0.00049242 0.00971482 -0.00513761 0.00117348 -0.00569442
internal_weight=0 0.00208863 0.00855117 0.00748328 0.00283664 0.00464663 0.00349402 0.00224597
internal_count=3910 513 3397 3037 615 2422 1826 654
is_linear=0
shrinkage=0.1


Tree=6027
num_leaves=10
num_cat=0
split_feature=484 1 0 133 15 15 1 15 2
split_gain=0.000196209 4.53125e-05 0.000121225 8.69451e-05 6.64695e-05 8.29831e-05 7.64288e-05 9.34315e-05 9.28153e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.017214999999999998 0.11167500000000001 -0.10312999999999999 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -3
right_child=1 4 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0007998403807584891 -0.00066607402070790024 -1.4944714800113855e-05 0.00040869080784168435 -0.00030285287706977542 -0.00019634190361113678 0.00076422120582526117 0.00025441262456816577 -0.00051386673450846585 0.00073547429730202638
leaf_weight=0.0010927076649259139 0.0010654393322254872 0.0011856930100737283 0.0015948190363064677 0.0011266704480332496 0.0016133006885666514 0.0010110545427470235 0.0013230434383207695 0.0011269531403564615 0.0013611206254703836
leaf_count=627 804 236 388 434 498 263 316 168 176
internal_value=0 6.99211e-05 -0.000105386 0.000114119 0.00015703 0.000251922 0.000148264 -9.89817e-05 0.00038611
internal_weight=0 0.0114081 0.00378693 0.00272149 0.00762117 0.00600786 0.00499681 0.00245 0.00254681
internal_count=3910 3283 1626 822 1657 1159 896 484 412
is_linear=0
shrinkage=0.00196078


Tree=6028
num_leaves=11
num_cat=0
split_feature=484 133 484 12 15 3 15 2 15 43
split_gain=0.000151073 4.54909e-05 5.96039e-05 7.94836e-05 0.00012082 6.6261e-05 8.18924e-05 4.39403e-05 4.19663e-05 3.63498e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 0.098845000000000016 -0.095799999999999982 -0.100615 -0.059484999999999989 0.097135000000000013 -0.13823999999999997 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 -7 9 -2 -8
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.00073762708115745774 0.00010382489820050979 -0.0003370328460136474 -0.00035992719969184272 -0.0003130075621109785 0.00078279561232618431 0.00068784905920389106 -1.3774596340932963e-05 -0.00023903563572478333 -0.00045400806800161741 0.00049015162836169707
leaf_weight=0.0010134771514424745 0.0010000901116539785 0.0010388855490730256 0.0010002604000396544 0.0012550310759756071 0.001171747191408075 0.001238639782215771 0.0010466817228135001 0.0010314925789891875 0.001076757011942433 0.0011605346258074043
leaf_count=627 291 516 337 332 210 318 586 179 171 343
internal_value=0 5.34547e-05 9.40981e-05 0.000144665 0.000219012 0.000367686 0.000259049 9.50554e-05 -0.000185388 0.000251185
internal_weight=0 0.0110201 0.00998123 0.00898097 0.00772594 0.0056491 0.00447735 0.00323871 0.00207685 0.00220722
internal_count=3910 3283 2767 2430 2098 1636 1426 1108 462 929
is_linear=0
shrinkage=0.00196078


Tree=6029
num_leaves=10
num_cat=0
split_feature=484 133 15 42 52 52 4 1 2
split_gain=0.000147531 4.38442e-05 5.29616e-05 0.000163374 5.60076e-05 0.000105146 9.34088e-05 8.42162e-05 3.72209e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 1.0000000180025095e-35 0.060615000000000009 -0.081429999999999989 0.091715000000000005 0.0057500000000000008 0.11052000000000002 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 -6 -8 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00072497597224684064 0.00019540753553905281 -0.00033287096786650203 -0.00057969991726417275 0.00043572540013893049 -0.00058968780021721658 0.00049071867513490958 0.00043072202481842821 -0.0002832267109331101 0.00071325015846471348
leaf_weight=0.0010152952809045898 0.0010964689599480741 0.0010086557348192504 0.0014415092568564756 0.0010550372716701016 0.0011019983511816097 0.0015954020971882528 0.0013449827581289713 0.0012037115983631131 0.001039616650391887
leaf_count=627 202 516 569 444 339 319 226 237 431
internal_value=0 5.65357e-05 9.62956e-05 -0.000150583 0.000179786 7.08049e-05 -0.000112703 9.35343e-05 0.000447438
internal_weight=0 0.0108874 0.00987873 0.00249655 0.00738218 0.00524609 0.00365069 0.00254869 0.00213609
internal_count=3910 3283 2767 1013 1754 1121 802 463 633
is_linear=0
shrinkage=0.00196078


Tree=6030
num_leaves=9
num_cat=0
split_feature=484 133 42 13 15 15 13 47
split_gain=0.000154212 4.54377e-05 5.63524e-05 8.60649e-05 9.82268e-05 6.24009e-05 7.48644e-05 3.53567e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.00079000000000000012 1.0000000180025095e-35 -0.075094999999999981 -0.032264999999999995 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.000746057401760573 -0.00032652426518577928 -0.00033735138201160714 0.00017880945567742029 0.0005728573966988737 -0.00035649536461542164 0.00010124364645857911 0.00079731038861450101 -0.00023872858765023713
leaf_weight=0.0010061086222561263 0.0010763924100232252 0.0010219084919744119 0.0018877604630371685 0.0015216695596653078 0.0016751696490878952 0.0012782223118977015 0.001109898600428262 0.0013284037258862636
leaf_count=627 342 516 597 382 723 362 175 186
internal_value=0 5.62476e-05 9.69685e-05 0.000148762 6.01112e-05 0.000184639 0.000424746 6.34964e-06
internal_weight=0 0.0108994 0.00987752 0.00880112 0.00727945 0.00560429 0.00238812 0.00321616
internal_count=3910 3283 2767 2425 2043 1320 537 783
is_linear=0
shrinkage=0.00196078


Tree=6031
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 52 4
split_gain=1.82946e-05 3.53138e-05 4.97371e-05 7.77379e-05 4.59358e-05 5.35751e-05 1.55094e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.10946500000000002 -0.08422499999999998 0.09252500000000001 -0.0025949999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.013005937350232503 -0.022676885410668073 0.018397725874045322 0.013589234235680425 -0.0062760921468606569 -0.014671708088603595 0.026535075229403095 0.009146558436683324
leaf_weight=0.0010067824231448962 0.0018078297271698438 0.0010583520697229889 0.0018482274904953822 0.0016367310461283865 0.0012952153054077101 0.0010426293865066127 0.0010096734615481263
leaf_count=196 659 701 440 529 240 840 305
internal_value=0 0.00115658 -0.000955286 -0.00491307 0.00153002 0.00721842 0.0179804
internal_weight=0 0.00969866 0.00864031 0.00679208 0.00498425 0.00368903 0.0020523
internal_count=3910 3714 3013 2573 1914 1674 1145
is_linear=0
shrinkage=0.1


Tree=6032
num_leaves=10
num_cat=0
split_feature=484 1 3 2 2 16 51 12 3
split_gain=0.000178302 4.38611e-05 5.58222e-05 7.1494e-05 5.44448e-05 4.19473e-05 4.45584e-05 3.31057e-05 4.695e-05
threshold=-1.0000000180025095e-35 0.10786000000000001 -0.115685 0.10571000000000001 0.093815000000000009 -0.27337499999999998 -0.07174999999999998 0.086765000000000023 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -3 -7 8 -4
right_child=1 5 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00077701299585844995 0.00030865685557439831 -8.5212744533558419e-05 -0.00053067846471724107 -0.00051641928697318074 0.00039335784621793383 9.2229171161498116e-05 0.00059992733831983915 0.00015119641695306518 4.3783025092640643e-05
leaf_weight=0.0010379942030795631 0.0015986569796246266 0.001060047820146195 0.0011383238783616487 0.0012688344811093389 0.0010842396730319287 0.001192355889274998 0.0015016675088064568 0.0011938011194044195 0.0010529347257025243
leaf_count=627 275 276 563 316 375 119 275 968 116
internal_value=0 7.28282e-05 -1.53752e-05 -0.000105651 1.09658e-05 0.000245209 0.000375224 -0.000111515 -0.000254641
internal_weight=0 0.0110909 0.00733679 0.00573813 0.0044693 0.00375407 0.00269402 0.00338506 0.00219126
internal_count=3910 3283 2613 2338 2022 670 394 1647 679
is_linear=0
shrinkage=0.00196078


Tree=6033
num_leaves=8
num_cat=0
split_feature=52 160 42 0 3 15 2
split_gain=1.96901e-05 4.27024e-05 4.57361e-05 3.89988e-05 3.94826e-05 3.62106e-05 5.73116e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14733499999999997 -0.075679999999999983 -0.10192499999999999 0.094010000000000024
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4 -7
right_child=1 2 5 4 -6 6 -8
leaf_value=-0.0081610102200384178 -0.019869641415472292 -0.01852611824106444 -0.0091425878531482384 -0.0006580547917585315 0.024925907472651578 0.023293865484799722 -0.0031013411525958306
leaf_weight=0.0013183227846066976 0.0012716209065105092 0.0010423794091175154 0.001349220116715118 0.0011135526115375869 0.0013161955682502459 0.0016722900550926552 0.0016190004367646828
leaf_count=128 924 695 266 631 431 579 256
internal_value=0 -0.00330436 0.000402334 0.00568712 0.0132008 0.00465416 0.0103099
internal_weight=0 0.00695451 0.00568289 0.00374807 0.00242975 0.00464051 0.00329129
internal_count=3910 2720 1796 1190 1062 1101 835
is_linear=0
shrinkage=0.1


Tree=6034
num_leaves=10
num_cat=0
split_feature=484 133 484 42 43 0 151 2 15
split_gain=0.000178494 4.29418e-05 5.42752e-05 8.79967e-05 0.000106606 9.50422e-05 5.05361e-05 8.38034e-05 8.86227e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0088999999999999982 0.087995000000000004 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 -8 -9
right_child=1 -3 -4 4 6 -7 7 8 -10
leaf_value=-0.00079014239828766714 -0.00038478672781737627 -0.00031891054174339103 -0.00032024442265894963 0.00019858868656119066 -0.0002727165990495097 0.00096351834550484176 -0.00015230239170187305 0.00083528895223626152 9.0822170462514701e-05
leaf_weight=0.0010275735084959202 0.0010469791213039226 0.0010256989730702071 0.0010505406901497984 0.0013396159902880132 0.0012831021127810323 0.0011698702615995558 0.0018067347262009327 0.0010527974174644955 0.0014776093496301481
leaf_count=627 320 516 337 476 184 205 602 251 392
internal_value=0 6.35674e-05 0.000101926 0.000150256 0.000219161 0.000555183 6.91245e-05 0.000170255 0.000400564
internal_weight=0 0.0112529 0.0102272 0.00917671 0.00812973 0.00250949 0.00562024 0.00433714 0.00253041
internal_count=3910 3283 2767 2430 2110 681 1429 1245 643
is_linear=0
shrinkage=0.00196078


Tree=6035
num_leaves=10
num_cat=0
split_feature=484 133 52 52 42 160 48 3 0
split_gain=0.000146932 4.40189e-05 6.08045e-05 0.000108346 4.86745e-05 8.09619e-05 0.000111692 0.000130225 6.64494e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 -1.0000000180025095e-35 -0.080184999999999992 0.091005000000000016 -0.08348499999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9
right_child=1 -3 3 4 5 6 -8 8 -10
leaf_value=-0.00072630483538416548 -0.00035949686152194515 -0.00033043789255995064 0.00071731301783798426 -0.00029664250547306939 -0.00033092146633459374 0.00096114713943416851 -0.00016171225163495156 0.00044536227595972803 -0.00018206651238593887
leaf_weight=0.001008814499531053 0.0010268278014236376 0.001037488146927939 0.0011128724815183772 0.0012166301733141519 0.0012170175154455187 0.0011787931567649708 0.0019085532961015802 0.0015226308753398577 0.0011310218851523135
leaf_count=627 334 516 257 669 484 178 200 187 458
internal_value=0 5.45487e-05 9.32733e-05 0.000143332 6.51914e-05 0.000128459 0.000225842 0.000418843 0.000177944
internal_weight=0 0.0113518 0.0103143 0.00928752 0.00817465 0.00695802 0.005741 0.00383245 0.00265365
internal_count=3910 3283 2767 2433 2176 1507 1023 823 645
is_linear=0
shrinkage=0.00196078


Tree=6036
num_leaves=8
num_cat=0
split_feature=376 1 457 52 13 16 1
split_gain=1.79101e-05 4.01555e-05 5.14975e-05 4.60962e-05 8.04644e-05 4.17658e-05 1.7598e-05
threshold=0.048375000000000008 0.12864500000000004 0.082870000000000013 0.10218500000000001 -0.091849999999999987 -0.079209999999999989 0.090355000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.014201694279833536 0.012371374262968943 0.016376235481801848 0.013354160309339381 -0.025785014734249295 -0.022170432353435202 -0.011536472356879124 0.0059125043580105421
leaf_weight=0.0017558497609791359 0.0010325646403827994 0.0011144407901230976 0.0014536463104630522 0.0011341479061683715 0.0019189608830690306 0.0010840460376155647 0.0012381587588314313
leaf_count=333 206 276 244 647 853 922 429
internal_value=0 -0.00148208 -0.00380036 -0.00729721 -0.00380082 -0.0112539 -0.00223298
internal_weight=0 0.00969925 0.00858481 0.00713116 0.00599702 0.00424117 0.0023222
internal_count=3910 3704 3428 3184 2537 2204 1351
is_linear=0
shrinkage=0.1


Tree=6037
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 0 1 0
split_gain=5.11968e-05 7.83093e-05 5.83412e-05 6.96358e-05 5.82211e-05 7.53283e-05 6.62951e-05 8.75354e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 -0.10209999999999998 0.085110000000000005 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00056330877202335182 -0.00042371017035921143 0.00049900345505129789 -0.00045487900542205391 0.00035829605991769881 -0.00064741956132271551 7.3192117727999848e-05 0.00040161024186669047 0.00015348538344637635
leaf_weight=0.0010404147087772811 0.0010470712294966969 0.0012163192208539198 0.0010960961210051334 0.0018828104873577153 0.0012450828768158712 0.0010102454032743559 0.0014726207185334385 0.0017682975937411099
leaf_count=1189 161 279 398 421 246 403 659 154
internal_value=0 3.05225e-05 -2.93607e-05 2.60357e-05 -6.9668e-05 -0.000324631 6.46417e-05 -0.000112032
internal_weight=0 0.0107319 0.00951557 0.00841947 0.00653666 0.00225533 0.00428133 0.00280871
internal_count=3910 3749 3470 3072 2651 649 2002 1343
is_linear=0
shrinkage=0.00196078


Tree=6038
num_leaves=8
num_cat=0
split_feature=52 52 12 52 1 2 2
split_gain=2.51554e-05 4.48678e-05 3.44758e-05 3.25591e-05 7.76077e-05 6.69244e-05 3.10724e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.10129000000000001 0.091210000000000013 0.11052000000000002 0.097940000000000013 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.015232442320799408 0.019538575946075252 0.0061186803997305573 -0.017596285263588869 0.012524107620806888 -0.02461638614439314 0.026041788256877776 -0.013526088317616739
leaf_weight=0.0010015175158471093 0.0011973892826279428 0.0016866588449932921 0.001106922376996668 0.0019224354448877457 0.0012394646523875832 0.0010277580446896866 0.0015405792211861846
leaf_count=425 376 761 391 738 327 224 668
internal_value=0 0.00141237 -0.00113392 0.00132298 -0.00259614 0.00381828 -0.0032591
internal_weight=0 0.00972121 0.00852382 0.0074169 0.00549446 0.004255 0.00322724
internal_count=3910 3485 3109 2718 1980 1653 1429
is_linear=0
shrinkage=0.1


Tree=6039
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 15 43 3
split_gain=3.94338e-05 7.50284e-05 7.48856e-05 7.43036e-05 4.6086e-05 4.77774e-05 9.21597e-05 7.6345e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -0.091024999999999981 0.0016850000000000001 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00048646981972207489 -0.0003771400555891736 0.00048570383881712783 -0.00051726192514596524 0.00041030569966253269 -0.00031367909604071637 6.3262826268007213e-05 0.00036360838686286343 -0.00057727751489049673
leaf_weight=0.0011749318623298175 0.0010275192233900566 0.001205783413183315 0.0010892577369094785 0.0011020355279740442 0.0018339442285612885 0.001465190116410692 0.0014052901553445862 0.0013979773985019134
leaf_count=128 161 279 398 407 1150 969 225 193
internal_value=0 2.50448e-05 -3.36178e-05 2.92524e-05 -4.53126e-05 4.63305e-05 -4.7641e-05 -0.000249489
internal_weight=0 0.0106744 0.00946863 0.00837937 0.00720444 0.00537049 0.00426846 0.00286317
internal_count=3910 3749 3470 3072 2944 1794 1387 1162
is_linear=0
shrinkage=0.00196078


Tree=6040
num_leaves=9
num_cat=0
split_feature=52 52 1 160 42 13 13 0
split_gain=2.04391e-05 3.98015e-05 8.85765e-05 3.40949e-05 3.48859e-05 2.95806e-05 5.91929e-05 2.63409e-05
threshold=-0.27466499999999994 -0.048794999999999991 0.091845000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.083924999999999986 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7 -8
right_child=1 3 -4 4 5 6 7 -9
leaf_value=-0.013741059824597222 -0.0044670480535073881 -0.017560890941626699 0.031668267694307674 -0.015999638991594772 -0.0096749330230858389 0.028881336804330811 -0.010772243671990818 0.0099757464129938758
leaf_weight=0.0010008855513076844 0.001540356368751369 0.0012717790815270661 0.0012121774684424025 0.0010404526195133259 0.0011473159430647742 0.0010360600343550658 0.0011374036912227283 0.0013243900694078427
leaf_count=425 410 924 355 695 125 375 134 467
internal_value=0 0.00126759 0.0114464 -0.00275943 0.000551411 0.00425861 0.0088289 0.000389712
internal_weight=0 0.00970994 0.00275253 0.0069574 0.00568562 0.00464517 0.00349785 0.00246179
internal_count=3910 3485 765 2720 1796 1101 976 601
is_linear=0
shrinkage=0.1


Tree=6041
num_leaves=8
num_cat=0
split_feature=50 484 160 151 0 4 2
split_gain=1.98299e-05 3.8471e-05 4.2875e-05 4.19029e-05 5.07164e-05 8.28514e-05 7.34926e-05
threshold=0.088425000000000017 0.085515000000000022 0.090735000000000024 -0.076429999999999984 -0.077944999999999987 0.05309500000000001 0.10066500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.01823829677191199 -0.013250026008451899 0.018723570360679145 -0.020219408628115464 -0.026957887389261161 0.020598496917410079 0.0042192004624350367 -0.013039487363090317
leaf_weight=0.0012622845024062666 0.00103833792505906 0.0011194064909315462 0.0010210900444004318 0.0015550173282508886 0.0017710310844204127 0.0018863693007527109 0.0010256539821626347
leaf_count=326 689 388 304 1052 392 356 403
internal_value=0 0.00129459 -0.000994943 0.00162225 -0.00174003 -0.00986841 0.00826213
internal_weight=0 0.00964085 0.00852145 0.00750036 0.00623807 0.00344139 0.00279669
internal_count=3910 3221 2833 2529 2203 1408 795
is_linear=0
shrinkage=0.1


Tree=6042
num_leaves=9
num_cat=0
split_feature=11 13 1 43 13 52 2 12
split_gain=1.84015e-05 2.33426e-05 4.00227e-05 6.54547e-05 5.17831e-05 5.56258e-05 2.40171e-05 1.39788e-05
threshold=0.077330000000000024 0.083175000000000013 1.0000000180025095e-35 0.0016850000000000001 -0.0024749999999999993 -0.074484999999999982 0.10705000000000002 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -4
right_child=-2 -3 4 -5 5 6 -8 -9
leaf_value=-0.026541650446056032 -0.012720943955262574 0.012316103627351291 0.024768292344054657 0.0058519188137650304 -0.022652650373816224 0.014178740438473168 -0.0059671978538520746 0.0082826261246994517
leaf_weight=0.0013355957009377703 0.0010434213819401931 0.0015933143715102316 0.0010113249636503159 0.0011703707522416448 0.0010655851504415355 0.0012764020470212552 0.0011032355657827684 0.0010466760071264165
leaf_count=1400 279 317 462 403 158 212 121 558
internal_value=0 0.00126193 -0.000937144 -0.0114128 0.00383307 -0.00366414 0.00483878 0.0163839
internal_weight=0 0.0096025 0.00800919 0.00250597 0.00550322 0.00344522 0.00237964 0.002058
internal_count=3910 3631 3314 1803 1511 491 333 1020
is_linear=0
shrinkage=0.1


Tree=6043
num_leaves=8
num_cat=0
split_feature=15 42 2 43 16 0 15
split_gain=1.74982e-05 2.79767e-05 7.07994e-05 5.56922e-05 5.3401e-05 0.000118401 0.00011431
threshold=0.091600000000000015 0.084100000000000022 0.086650000000000019 0.0016850000000000001 -0.055679999999999993 -0.15517999999999996 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=-0.0082167365115742488 -0.012307232030665253 -0.02656835454803147 0.0074137131767967731 0.023010307487990631 -0.032851503215124304 0.031211868221685875 0.0086522742950289593
leaf_weight=0.0017267604076358365 0.0010571187253132193 0.0011158948370691801 0.0013606932374741663 0.0013162316255281329 0.0012115574083159011 0.0013626024375715325 0.0014672674436942525
leaf_count=176 644 615 730 293 387 688 377
internal_value=0 0.00125112 -0.00789784 0.00444943 0.000214062 0.00917375 -0.0101187
internal_weight=0 0.00956101 0.00247659 0.00708442 0.00576819 0.00308936 0.00267882
internal_count=3910 3266 1345 1921 1628 864 764
is_linear=0
shrinkage=0.1


Tree=6044
num_leaves=9
num_cat=0
split_feature=4 12 3 133 13 15 15 51
split_gain=4.83393e-05 4.15888e-05 5.81859e-05 5.41192e-05 7.9653e-05 0.000149023 8.51339e-05 4.25685e-05
threshold=0.27608500000000008 -0.036459999999999992 0.13772500000000001 1.0000000180025095e-35 0.0015650000000000002 1.0000000180025095e-35 -0.064869999999999983 0.08482000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00039410175689032949 0.00029338601571059003 -0.00045945387873851031 0.00040910519285998308 -0.00043969173173421107 0.00033633823805940638 -0.00072345579011853984 0.00045403315549345276 0.00010744433098891031
leaf_weight=0.001257403189126532 0.0017401099147779904 0.0010345422613927844 0.0010997514463238602 0.0012893657642584445 0.0019131667295954101 0.0012319401728899454 0.0013533249229164394 0.0010029779927709539
leaf_count=300 441 323 101 1205 379 772 281 108
internal_value=0 -6.0245e-05 -1.32098e-05 -7.25609e-05 -1.36001e-07 -0.000139388 7.2812e-05 -0.000180396
internal_weight=0 0.0101825 0.00892507 0.00782532 0.00653595 0.00462279 0.00339085 0.00203752
internal_count=3910 3469 3169 3068 1863 1484 712 431
is_linear=0
shrinkage=0.00196078


Tree=6045
num_leaves=9
num_cat=0
split_feature=15 49 42 52 1 3 4 457
split_gain=3.941e-05 3.89024e-05 6.6269e-05 6.55762e-05 8.75811e-05 6.51411e-05 7.72931e-05 5.28615e-05
threshold=-0.24219999999999997 -0.045004999999999996 -0.082904999999999993 0.11110500000000002 0.11052000000000002 -0.078884999999999997 -1.0000000180025095e-35 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 -4 -7 -2
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.0003552994532363689 -7.507740491023498e-05 0.00028019241909551178 -0.00046723048812954141 0.00024661729115363481 -0.00074801823462825913 0.00032974067518304589 -0.0003533504174098035 0.000469203485967609
leaf_weight=0.0010624110541767673 0.0016067803626409951 0.0013669713428913636 0.0015479398697185484 0.0010761721658631169 0.0012098286325263729 0.0015040999470369871 0.001104535420140849 0.0011972219048130082
leaf_count=317 371 509 1239 471 186 389 270 158
internal_value=0 -4.07986e-05 -0.00011193 -0.00019513 -0.000283718 -0.000148577 4.05096e-05 0.000157314
internal_weight=0 0.0106135 0.00780955 0.00644258 0.0053664 0.00415658 0.00260864 0.002804
internal_count=3910 3593 3064 2555 2084 1898 659 529
is_linear=0
shrinkage=0.00196078


Tree=6046
num_leaves=8
num_cat=0
split_feature=4 151 16 12 48 0 52
split_gain=1.96593e-05 2.7037e-05 5.75491e-05 6.9609e-05 4.83882e-05 3.81686e-05 6.65959e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 0.085665000000000005 0.091555000000000011 -0.083424999999999985 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.0094672727933948868 0.010349116345110201 -0.037020537547934683 0.010505388775353638 -0.0008647274994277635 0.020583482496787014 -0.022287016946646469 0.0087580269993906348
leaf_weight=0.0017076495733803669 0.0015399857282078688 0.0010310039068425103 0.0013163186942629743 0.0011012611915788549 0.0010286554437044116 0.0017509199756571563 0.0011414231718006188
leaf_count=556 441 236 689 371 225 995 397
internal_value=0 -0.00187042 -0.00449754 -0.018347 0.00114096 -0.00361106 -0.0100355
internal_weight=0 0.00907723 0.00736958 0.00213227 0.00523732 0.00420866 0.00289234
internal_count=3910 3469 2913 607 2306 2081 1392
is_linear=0
shrinkage=0.1


Tree=6047
num_leaves=7
num_cat=0
split_feature=52 15 16 4 2 2
split_gain=1.89754e-05 4.18205e-05 3.25721e-05 8.50255e-05 5.02847e-05 2.70586e-05
threshold=-0.048794999999999991 -0.053579999999999996 -0.11180499999999999 -0.077679999999999985 0.10705000000000002 0.093070000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 4 5 -2 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.015729359328708382 0.015297252520824809 -0.0055490270160387205 0.014960212373629839 -0.027141132282814374 -0.01018140732540008 -0.0075100906127133511
leaf_weight=0.0019552786485086634 0.0017907695785037816 0.0017506533504880136 0.0010446170083320571 0.0015792923149022353 0.0013650861520195135 0.0011004516101599956
leaf_count=631 466 559 794 1053 294 113
internal_value=0 0.00567762 -0.00319833 -0.00953199 0.00427629 0.00343262
internal_weight=0 0.00370593 0.00688022 0.00372436 0.00315586 0.00214507
internal_count=3910 1190 2720 1960 760 907
is_linear=0
shrinkage=0.1


Tree=6048
num_leaves=10
num_cat=0
split_feature=484 15 42 52 52 42 3 4 2
split_gain=0.000164874 4.43398e-05 9.0524e-05 8.56186e-05 8.17454e-05 0.000153358 0.000103203 6.91477e-05 6.30745e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 -0.081429999999999989 0.11110500000000002 0.083970000000000017 0.11265500000000002 0.0057500000000000008 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 7 -5 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00076872403321533742 0.00016805452548391045 -0.00041676773509879826 0.00031449608666082727 -9.4496443032177819e-06 0.0004226622875732344 -0.00079824066558164392 -0.00038484611936361285 0.00067998090573352535 0.00081796516436476326
leaf_weight=0.0010164380675398129 0.0013414982934752367 0.0018178607782593492 0.0010138122389462755 0.0011669271558422453 0.0013664104606072192 0.0010086906794617529 0.0012354415595215232 0.001074170623366115 0.0010036666270093037
leaf_count=627 316 730 621 218 324 331 144 216 383
internal_value=0 5.65726e-05 -0.000154956 0.000129647 2.78312e-06 -0.000125132 7.01656e-05 0.000320998 0.000446199
internal_weight=0 0.0110285 0.00283167 0.00819681 0.00585164 0.00448523 0.00347654 0.0022411 0.00234516
internal_count=3910 3283 1351 1932 1233 909 578 434 699
is_linear=0
shrinkage=0.00196078


Tree=6049
num_leaves=9
num_cat=0
split_feature=484 133 42 13 15 151 2 2
split_gain=0.000155134 3.51099e-05 5.73949e-05 8.65899e-05 9.50567e-05 8.78632e-05 0.000124758 0.000104722
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.00079000000000000012 1.0000000180025095e-35 -0.044604999999999992 0.087995000000000004 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=-0.0007416562765388073 -0.00033285151448326074 -0.00028788468560694093 -0.00028668731572591854 0.00056421123219262917 -0.00035601187854094273 -0.00010992601848043255 0.00096094290037153785 0.00020133680650919006
leaf_weight=0.0010188504173257685 0.0010870781007693018 0.0010261141398699289 0.001244193556585527 0.0015598498214124479 0.0016693499798353375 0.0017468135845821768 0.0013145925056774446 0.0014871662015673447
leaf_count=627 342 516 339 382 723 414 289 278
internal_value=0 5.76995e-05 9.27779e-05 0.000144063 5.62369e-05 0.000175038 0.000301336 0.000557746
internal_weight=0 0.0111352 0.010109 0.00902197 0.00746212 0.00579277 0.00454857 0.00280176
internal_count=3910 3283 2767 2425 2043 1320 981 567
is_linear=0
shrinkage=0.00196078


Tree=6050
num_leaves=10
num_cat=0
split_feature=484 133 52 52 2 2 15 43 3
split_gain=0.000183895 5.25795e-05 6.21521e-05 0.000114393 6.20658e-05 8.94723e-05 9.40503e-05 8.04248e-05 5.93264e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.091329999999999981 0.086650000000000019 0.10679500000000001 -0.074174999999999977 -0.0037249999999999996 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 8 -7 -5 -6
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.00079695196477619292 -0.00035035466480985949 -0.00035323267360496134 0.00074842179218724601 -0.0005569117909704288 9.3597662190787981e-05 0.00027458415111766105 -0.00047403189401365372 0.00010581533382399102 0.00069460953815827879
leaf_weight=0.0010365028349433305 0.0010263896866878454 0.00104723685040566 0.001111565647497482 0.0011405167136688816 0.0010356594787307447 0.0014859988999411143 0.0011403375094317797 0.0018394718311575647 0.0016179129542518199
leaf_count=627 334 516 257 612 543 275 200 376 170
internal_value=0 6.55396e-05 0.000107717 0.000157886 7.84157e-05 0.000206107 -5.04599e-05 -0.000147827 0.000460041
internal_weight=0 0.0114451 0.0103979 0.00937146 0.0082599 0.00527991 0.00262634 0.00297999 0.00265357
internal_count=3910 3283 2767 2433 2176 1188 475 988 713
is_linear=0
shrinkage=0.00196078


Tree=6051
num_leaves=7
num_cat=0
split_feature=4 42 0 4 4 13
split_gain=1.78256e-05 2.56413e-05 5.33623e-05 9.97085e-05 7.94941e-05 5.15491e-05
threshold=0.27608500000000008 0.088915000000000008 -0.017269999999999997 0.080255000000000007 0.0057500000000000008 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0081711747253686972 0.0098260167288826555 -0.012986756183399305 0.015524054933566546 -0.032427228595755156 0.022149976257625069 -0.017522507503998561
leaf_weight=0.0013653838046408637 0.0015454982876185351 0.0016699114589605732 0.0018351486044569688 0.001018342836433133 0.0013876235679115495 0.001823954887294973
leaf_count=1159 441 998 280 190 243 599
internal_value=0 -0.00178976 0.00072664 -0.00412662 0.00217008 -0.00652282
internal_weight=0 0.00910037 0.00743045 0.00559531 0.00457696 0.00318934
internal_count=3910 3469 2471 2191 2001 1758
is_linear=0
shrinkage=0.1


Tree=6052
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 43 13 3
split_gain=5.5283e-05 9.37776e-05 7.27588e-05 0.000115438 6.05149e-05 4.3029e-05 5.34247e-05 4.52099e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.0033500000000000005 -0.028919999999999998 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00048641371316325999 -0.00043970021419754345 0.00051651019049286961 -0.00043729727471663785 0.00050515420205692366 0.00028486449204370425 -0.00053299540175967704 0.00033862513958409163 -0.00014820270533605885
leaf_weight=0.00118973359940367 0.0010269869270641595 0.0013662846855070536 0.0012100069430892638 0.0016001675846294035 0.0013772937016875769 0.0010448893103225665 0.0012365161597407317 0.0018025075316902256
leaf_count=275 161 388 1132 130 340 501 546 437
internal_value=0 3.63149e-05 -3.30304e-05 3.21831e-05 -8.12645e-05 -0.000176519 -8.88564e-05 4.98775e-05
internal_weight=0 0.0108274 0.00946111 0.00827138 0.00667121 0.00529392 0.00424903 0.00303902
internal_count=3910 3749 3361 3086 2956 2616 2115 983
is_linear=0
shrinkage=0.00196078


Tree=6053
num_leaves=9
num_cat=0
split_feature=11 13 1 13 52 43 2 12
split_gain=1.86362e-05 2.23267e-05 4.39542e-05 5.14311e-05 5.15956e-05 4.72051e-05 1.76095e-05 9.96073e-06
threshold=0.077330000000000024 0.083175000000000013 1.0000000180025095e-35 -0.0024749999999999993 -0.074484999999999982 0.0016850000000000001 0.10705000000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 -1 -6 -4
right_child=-2 -3 3 4 6 -7 -8 -9
leaf_value=-0.024732303992674676 -0.012797369894390766 0.012150247692605049 0.023814211259938815 -0.021545212113466133 0.012881913411942354 0.002725338149895549 -0.004367485972552777 0.0098741129005238751
leaf_weight=0.001330978501060145 0.0010422169999384926 0.0015791653368901768 0.0010023442108866322 0.0010702231988908829 0.0012775458329982326 0.0011823199483570856 0.0011026373984127742 0.0010490288312716854
leaf_count=1400 279 317 466 158 212 403 121 554
internal_value=0 0.00128232 -0.000858929 0.00414622 -0.0033088 -0.0118155 0.004891 0.0166855
internal_weight=0 0.00959424 0.00801508 0.00550178 0.00345041 0.0025133 0.00238018 0.00205137
internal_count=3910 3631 3314 1511 491 1803 333 1020
is_linear=0
shrinkage=0.1


Tree=6054
num_leaves=10
num_cat=0
split_feature=484 133 484 42 15 43 15 15 0
split_gain=0.000142698 3.36929e-05 5.76458e-05 9.09351e-05 0.000101508 9.26096e-05 9.22103e-05 8.26578e-05 7.63962e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.095799999999999982 -0.083899999999999988 1.0000000180025095e-35 -0.14487999999999998 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 8 -5 -7
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00070704105739582631 -0.00041167849961052321 -0.00028218301130865261 -0.00035383200574887452 0.00025094507049668079 0.00078230308592646964 0.00079990119247643919 -0.00016917310883728576 -0.00048558129392414334 0.00014528358849666347
leaf_weight=0.001041123426180267 0.0010382960332978265 0.0010546840916161844 0.0010312093677202787 0.0011046882224610857 0.0014011228635378015 0.0011752903451463905 0.0016173150416281296 0.0012472480193383209 0.0016444420074725442
leaf_count=627 320 516 337 312 282 127 679 180 530
internal_value=0 5.15424e-05 8.58492e-05 0.000134981 0.000204283 0.000342834 0.000204059 -0.00013964 0.000418134
internal_weight=0 0.0113143 0.0102596 0.0092284 0.00819011 0.00583817 0.00443705 0.00235194 0.00281973
internal_count=3910 3283 2767 2430 2110 1618 1336 492 657
is_linear=0
shrinkage=0.00196078


Tree=6055
num_leaves=10
num_cat=0
split_feature=484 133 52 52 4 4 12 47 0
split_gain=0.000234627 5.36237e-05 7.93364e-05 8.81963e-05 5.08705e-05 9.77339e-05 6.18765e-05 3.85139e-05 4.38041e-05
threshold=-0.0043499999999999988 0.10064500000000001 -0.27466499999999994 -0.081429999999999989 -1.0000000180025095e-35 0.05309500000000001 0.084100000000000022 0.09252500000000001 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 -7
right_child=1 -3 3 4 5 7 -8 -9 -10
leaf_value=-0.0010247305342181573 -0.00051096976835723776 -0.00045571153331304902 0.00044817414027907245 0.00041526055912238547 -0.00069675778731720698 -0.00012230019331894461 -0.00012201411395575205 -0.0002592829908032481 0.00044960698981965004
leaf_weight=0.0010137484144188387 0.0010501465188166 0.0010906484087289245 0.0017982555189029912 0.0016803257164360456 0.0010375401308261108 0.0010423536417680768 0.0016173714193052473 0.0014225478864112288 0.0010175469957675225
leaf_count=612 334 517 407 272 210 128 966 122 342
internal_value=0 -4.15925e-05 7.52751e-07 5.66374e-05 -3.34254e-05 -0.000168527 0.000151752 -1.11491e-05 0.00016021
internal_weight=0 0.0117567 0.0106661 0.00961594 0.00781769 0.00451999 0.0032977 0.00348245 0.0020599
internal_count=3910 3298 2781 2447 2040 802 1238 592 470
is_linear=0
shrinkage=0.00196078


Tree=6056
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 0 15 4
split_gain=4.90976e-05 7.61738e-05 5.97824e-05 7.87705e-05 4.28435e-05 4.10454e-05 7.04828e-05 0.000127175
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -0.017269999999999997 -0.089594999999999994 -0.018664999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00049074710599233886 -0.00042640697881821208 0.00049025795117572609 -0.00047001530446033564 0.00030836289622154637 -0.00031423863658520647 0.00028458238837272479 0.00010721183173508903 -0.00079946888181331173
leaf_weight=0.0011792805222631845 0.0010183476548167114 0.0011968042134291893 0.0010754407772961107 0.0011802935514419583 0.0018380947104158435 0.0016975677267461733 0.0014096475159022595 0.0010288993400468449
leaf_count=128 161 279 398 372 1150 275 734 413
internal_value=0 2.43269e-05 -3.49371e-05 2.1208e-05 -5.61864e-05 3.30325e-05 -8.49674e-05 -0.000275345
internal_weight=0 0.010606 0.00940922 0.00833378 0.0071545 0.00531641 0.00361884 0.00243855
internal_count=3910 3749 3470 3072 2944 1794 1519 1147
is_linear=0
shrinkage=0.00196078


Tree=6057
num_leaves=9
num_cat=0
split_feature=49 457 42 484 1 52 4 2
split_gain=1.8705e-05 4.0228e-05 3.80573e-05 2.94229e-05 7.95438e-05 8.8166e-05 4.56574e-05 3.7953e-05
threshold=-0.045004999999999996 0.084715000000000013 0.092395000000000019 0.084225000000000008 0.11368000000000002 -1.0000000180025095e-35 -0.0031049999999999997 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.003530999843883303 -0.034433062991947427 0.021830066712037216 -0.019704718408217959 0.015320492361428437 0.018245928439646019 0.021355217162524046 -0.015887972267476912 -0.0052440836707915829
leaf_weight=0.0014726505993923834 0.0010499543976251807 0.0010871939419429 0.0011170742278722237 0.0010835955863873334 0.0013989413261540819 0.0010414200227778043 0.0013363973907179263 0.0011062156429630611
leaf_count=371 725 158 742 332 259 586 366 371
internal_value=0 0.00724012 -0.0025613 0.000168042 -0.00259941 -0.00903115 -0.00137599 0.00765431
internal_weight=0 0.00255984 0.0081336 0.00701652 0.00593293 0.00453399 0.00348403 0.00214764
internal_count=3910 529 3381 2639 2307 2048 1323 957
is_linear=0
shrinkage=0.1


Tree=6058
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 0 13
split_gain=1.98084e-05 3.34938e-05 3.70004e-05 4.85415e-05 4.60669e-05 5.05059e-05 4.15686e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.096385000000000012 0.094010000000000024 -0.077944999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.018060263545812673 -0.013338489696176235 0.016325986454776693 -0.021376515615928678 0.014850044991046458 -0.019563947573443985 0.01881546817418427 0.0041394454619052877
leaf_weight=0.0011128923167169529 0.001035285921100723 0.0012733759216607349 0.0010385641300245418 0.0019843179206450318 0.0013334221970915834 0.0012223490727422876 0.0016573465251509968
leaf_count=282 689 396 1135 189 661 277 281
internal_value=0 0.00121893 -0.0010852 0.00152555 -0.00350903 0.00195461 -0.00569024
internal_weight=0 0.00962227 0.00834889 0.007236 0.00525168 0.00391826 0.00269591
internal_count=3910 3221 2825 2543 2354 1693 1416
is_linear=0
shrinkage=0.1


Tree=6059
num_leaves=9
num_cat=0
split_feature=484 3 1 2 3 2 13 4
split_gain=0.000163679 4.21769e-05 5.49472e-05 9.21977e-05 7.18416e-05 0.000103239 6.36473e-05 7.20859e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.10113500000000002 0.10362500000000001 -0.069909999999999986 0.091025000000000009 -0.060719999999999989 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -4 -8
right_child=1 2 6 -5 5 -7 7 -9
leaf_value=-0.00075943588817216638 0.00032670119719087451 -0.00030998976209729048 0.00056019115238644258 -0.00065770573231607656 -0.00014966747429782058 0.00064534895647672293 0.0004282687605562627 -0.00023036527791956505
leaf_weight=0.00101165978415461 0.0019444100254855821 0.001683152608054508 0.0012002471430699944 0.0010021394854574719 0.0013777879042506636 0.0011539464990723901 0.0010259022286673827 0.0016935415347389014
leaf_count=627 362 1524 349 310 210 160 182 186
internal_value=0 6.44747e-05 8.6696e-06 -0.000123132 3.9688e-06 0.000212695 0.000184095 1.81025e-05
internal_weight=0 0.0110811 0.00913672 0.00521703 0.00421489 0.00253173 0.00391969 0.00271944
internal_count=3910 3283 2921 2204 1894 370 717 368
is_linear=0
shrinkage=0.00196078


Tree=6060
num_leaves=7
num_cat=0
split_feature=52 15 160 42 15 16
split_gain=1.75607e-05 3.5651e-05 3.34638e-05 3.60978e-05 3.17325e-05 2.91265e-05
threshold=-0.048794999999999991 -0.053579999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08262499999999999 0.0054700000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=0.014577373123961988 -0.017858966080831231 -0.0050288346879812183 -0.01680740777216248 -0.006642044443679134 0.017778977658502764 -0.003344310065257438
leaf_weight=0.001973249556994041 0.0012648832152092849 0.0017498969216262605 0.001029750665166038 0.0017695780199399589 0.0018648679846612394 0.0010043358168764192
leaf_count=631 924 559 695 318 694 89
internal_value=0 0.00536236 -0.00315197 0.000129766 0.0038896 0.010385
internal_weight=0 0.00372315 0.00693342 0.00566853 0.00463878 0.0028692
internal_count=3910 1190 2720 1796 1101 783
is_linear=0
shrinkage=0.1


Tree=6061
num_leaves=8
num_cat=0
split_feature=43 3 2 48 0 12 51
split_gain=1.76985e-05 3.69738e-05 5.97047e-05 3.13564e-05 6.23933e-05 4.02917e-05 2.97579e-05
threshold=-0.053009999999999995 -0.075954999999999981 0.086650000000000019 0.086125000000000021 -0.19631499999999999 0.086765000000000023 0.086360000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -5
right_child=3 -3 -4 6 5 -7 -8
leaf_value=-0.020529440908021376 0.022855662355678874 0.017571372492217661 0.011738248351260486 -0.025776754465684289 -0.014759368457507067 0.0059607260349778205 -0.0015174817581198286
leaf_weight=0.0010318908847339616 0.0010410224355076347 0.0014931673774715823 0.001290607359827149 0.0010118360899003462 0.0019541270712823966 0.001805715094375247 0.0010107475865125844
leaf_count=505 122 550 743 206 667 960 157
internal_value=0 0.00529457 -0.00259835 -0.00320962 0.0011904 -0.00480826 -0.0136536
internal_weight=0 0.00381567 0.0023225 0.00682345 0.00480086 0.00375984 0.00202258
internal_count=3910 1798 1248 2112 1749 1627 363
is_linear=0
shrinkage=0.1


Tree=6062
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 3 0 3
split_gain=5.48081e-05 9.84882e-05 5.9117e-05 6.65002e-05 5.37923e-05 6.92353e-05 5.77738e-05 4.07915e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 -0.048154999999999996 -0.10303999999999998 -0.100615
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=8.6969249528304202e-05 -0.00043294418073203827 0.0005559918268627955 -0.0004643245068800811 0.00034366973842056727 -0.00060050538986559433 0.00033634598319508914 3.1595528753493889e-05 -0.00041912542408966769
leaf_weight=0.0012414170278524819 0.0010677421493509092 0.0012260783332101741 0.0010889886455505418 0.0019044112343765919 0.0012456539413264896 0.0018967955484151091 0.0010040087361474141 0.0012082419439680948
leaf_count=281 161 279 398 421 241 235 408 1486
internal_value=0 3.27096e-05 -3.41952e-05 2.09079e-05 -7.22789e-05 5.51115e-05 -0.000318403 -0.000162651
internal_weight=0 0.0108156 0.00958952 0.00850053 0.00659612 0.00434645 0.00224966 0.00244966
internal_count=3910 3749 3470 3072 2651 2002 649 1767
is_linear=0
shrinkage=0.00196078


Tree=6063
num_leaves=10
num_cat=0
split_feature=48 48 51 0 42 40 15 43 2
split_gain=4.80546e-05 7.74436e-05 5.92541e-05 6.05134e-05 4.2704e-05 4.4098e-05 4.3169e-05 6.70946e-05 6.59448e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -1.0000000180025095e-35 -0.089594999999999994 0.0016850000000000001 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.00044367371917740817 -0.00041122400548975629 0.00049960594092769283 -0.00046145862982240391 -0.00030126489304590457 -0.0002998766845550971 0.00049087308094087516 0.00016372642345434274 0.00042492781407727458 -0.00052873669716768429
leaf_weight=0.0011560627268933955 0.0010348606914566483 0.0012040310291260127 0.0010764952187770722 0.0010985477814106376 0.0018122274924766216 0.0010206818398674723 0.001079744141341168 0.001081840213358868 0.0010361380666803885
leaf_count=128 161 279 398 202 1150 319 293 219 761
internal_value=0 3.15137e-05 -2.86885e-05 2.7541e-05 -3.99388e-05 4.86583e-05 0.000139785 2.77205e-05 -0.00017537
internal_weight=0 0.0105658 0.00936174 0.00828524 0.00712918 0.00531695 0.0042184 0.00319772 0.00211588
internal_count=3910 3749 3470 3072 2944 1794 1592 1273 1054
is_linear=0
shrinkage=0.00196078


Tree=6064
num_leaves=10
num_cat=0
split_feature=484 15 12 52 52 42 3 16 16
split_gain=0.000147199 4.07037e-05 0.000103728 8.0539e-05 7.98351e-05 8.65642e-05 0.000115679 5.09545e-05 2.97422e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086865000000000012 -0.081429999999999989 0.11110500000000002 1.0000000180025095e-35 0.11265500000000002 -0.057604999999999996 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 7 -5 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00072715731747834166 0.00068926963294495215 -0.00060526879666528003 0.00016676668772279451 1.9438568758441801e-05 0.00042131417723811134 -0.00061112795437639762 -0.00044627371479309295 0.00062404950848219916 0.00023957827242326553
leaf_weight=0.001003728903008593 0.0010168159243803172 0.0011282194657857804 0.0016441128504954307 0.00113064556871535 0.0013570049754484011 0.0010596914923824857 0.0012387629775834218 0.0010188043871826838 0.0012738857802444216
leaf_count=627 283 420 931 233 324 377 143 156 416
internal_value=0 5.76389e-05 -0.000147418 0.000127861 5.00499e-06 -0.000122006 3.09706e-05 0.000306014 0.000439191
internal_weight=0 0.0108679 0.00277233 0.00809561 0.00580491 0.0044479 0.00338821 0.00214945 0.0022907
internal_count=3910 3283 1351 1932 1233 909 532 389 699
is_linear=0
shrinkage=0.00196078


Tree=6065
num_leaves=9
num_cat=0
split_feature=484 133 42 13 15 42 15 0
split_gain=0.000152744 6.81135e-05 8.21481e-05 7.85642e-05 0.000122157 8.57735e-05 8.89103e-05 5.60904e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.00079000000000000012 1.0000000180025095e-35 0.083970000000000017 -0.038029999999999987 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00073431042845046885 -0.00040150392627269819 -0.00042003832821018415 -4.357148465005132e-05 0.00055797855903289093 -0.00037456121733610948 -0.00016160509290121691 0.00079593956466370995 0.00050479917063625968
leaf_weight=0.0010274548804855401 0.0011079550765391638 0.0010538894065705096 0.001778903007508773 0.0016044531976792155 0.0017483148360104813 0.0016681274786748655 0.0012765320138877884 0.001201493192820084
leaf_count=627 342 516 137 382 723 623 219 341
internal_value=0 5.49269e-05 0.000103124 0.000163386 8.08793e-05 0.000215267 0.000362948 0.000177494
internal_weight=0 0.0114397 0.0103858 0.00927782 0.00767337 0.00592506 0.00425693 0.0029804
internal_count=3910 3283 2767 2425 2043 1320 697 478
is_linear=0
shrinkage=0.00196078


Tree=6066
num_leaves=10
num_cat=0
split_feature=484 159 42 151 2 12 2 12 150
split_gain=0.00016868 4.26723e-05 5.79638e-05 6.02248e-05 6.20378e-05 0.000149571 0.000115638 7.50197e-05 5.50767e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.090359999999999982 -0.0088999999999999982 0.086650000000000019 0.095295000000000019 0.11230000000000001 0.086865000000000012 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 7 6 -6 -5 -4
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00076986944830082274 -0.00039683519818943768 0.00036764924756938573 -0.00054594365255947555 -0.00046884960611317118 0.00082790119547654481 -0.00033142806652567108 4.9555184085942462e-05 0.00021759287470562516 9.3877953269120307e-05
leaf_weight=0.0010303645492297292 0.0011748471960396243 0.0014928170255498916 0.001030467418637868 0.0010995473859212112 0.0018774018787881246 0.0010559308967375168 0.0012048126353595137 0.0013807607869857203 0.0010386078364910006
leaf_count=627 324 522 163 378 564 391 184 514 243
internal_value=0 5.86958e-05 1.19311e-05 6.72101e-05 0.000158491 0.000305461 0.000523652 -8.67145e-05 -0.000224774
internal_weight=0 0.0113552 0.00986238 0.00868753 0.00661845 0.00413815 0.00308221 0.00248031 0.00206908
internal_count=3910 3283 2761 2437 2031 1139 748 892 406
is_linear=0
shrinkage=0.00196078


Tree=6067
num_leaves=11
num_cat=0
split_feature=484 4 0 15 42 151 43 3 2 0
split_gain=0.000177481 5.58816e-05 0.000118284 6.35458e-05 0.000196126 7.61044e-05 0.000127631 0.000109105 0.000102903 0.000125782
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.060615000000000009 -0.044604999999999992 -0.079109999999999986 -0.074234999999999982 0.087995000000000004 -0.21145499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 -9 -10
right_child=1 2 -4 4 -6 6 7 8 9 -11
leaf_value=-0.00078027278582544512 -0.00038631648872482753 -0.00023970530666953303 0.00070532466219310082 -0.00066138790768366211 0.00040083905969182966 -0.00032849201670027815 0.00096076199261166807 -0.00025479802326402469 0.0009622035536426014 -9.3033131464648688e-07
leaf_weight=0.0010751847014156555 0.0010260170906672252 0.0016976741997651607 0.0010896172521491958 0.0016364445865905716 0.0011295749827154914 0.0011993256797227904 0.0010036879807758256 0.0011347947436486641 0.0010389614655833567 0.0010463525741204994
leaf_count=627 151 420 152 659 641 449 278 164 56 313
internal_value=0 5.12887e-05 9.21936e-05 2.4621e-05 -0.0002276 0.000122594 0.00023601 0.000396298 0.000220358 0.00047893
internal_weight=0 0.0120025 0.0109764 0.00988682 0.00276602 0.0071208 0.00542312 0.0042238 0.00322011 0.00208531
internal_count=3910 3283 3132 2980 1300 1680 1260 811 533 369
is_linear=0
shrinkage=0.00196078


Tree=6068
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 12 0 0
split_gain=4.72711e-05 8.84707e-05 5.16521e-05 6.8121e-05 4.90203e-05 8.69453e-05 7.77159e-05 5.89298e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.080120000000000011 -0.06402999999999999 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6
right_child=-2 -3 -4 -5 7 6 -8 -9
leaf_value=0.00039207121791816406 -0.00040244431126194537 0.00052974911129368839 -0.00043259681550753074 0.00034841240481514965 -0.00059590572805572712 -0.00054445407516353456 0.00013583578210628414 4.5054321828414171e-05
leaf_weight=0.0017182839119221699 0.001039379798099988 0.0012326939890903088 0.0010783893166599031 0.0019143784934167992 0.0012286364216892948 0.0011931838279445244 0.0014068882148542369 0.001000619277470839
leaf_count=257 161 279 398 421 241 1543 202 408
internal_value=0 3.54213e-05 -2.84498e-05 2.30543e-05 -7.20732e-05 4.98249e-05 -0.000176352 -0.000308206
internal_weight=0 0.0107731 0.00954038 0.00846199 0.00654761 0.00431836 0.00260007 0.00222926
internal_count=3910 3749 3470 3072 2651 2002 1745 649
is_linear=0
shrinkage=0.00196078


Tree=6069
num_leaves=10
num_cat=0
split_feature=484 133 52 52 3 1 12 1 15
split_gain=0.000137338 5.90871e-05 6.19437e-05 8.91893e-05 5.71029e-05 6.66019e-05 8.71509e-05 8.14935e-05 7.17024e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.27466499999999994 -0.081429999999999989 -0.12008499999999998 0.10113500000000002 0.086935000000000012 0.085410000000000014 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -7
right_child=1 -3 3 4 5 8 -8 -9 -10
leaf_value=-0.00070410251000031191 -0.00036162469838231422 -0.00039279145396028633 0.00054314474152599834 0.00042324974296438001 0.00042008720917733374 0.00043920702639140918 -0.00066030985925376242 -0.00033112355448297181 -0.00020495041433693905
leaf_weight=0.0010038191774013805 0.001017979634609297 0.0010402697435643012 0.0017751978918491484 0.0013285693620533091 0.001019765539025279 0.0017644824611973871 0.0011128219206811749 0.0012187772579734107 0.0010655879635598554
leaf_count=627 334 516 401 194 442 308 798 135 155
internal_value=0 5.25738e-05 9.75405e-05 0.000147881 5.44493e-05 -2.48166e-05 -0.000211849 1.10896e-05 0.000196667
internal_weight=0 0.0113435 0.0103032 0.0092852 0.00751 0.00618144 0.00335136 0.00223854 0.00283007
internal_count=3910 3283 2767 2433 2032 1838 1375 577 463
is_linear=0
shrinkage=0.00196078


Tree=6070
num_leaves=10
num_cat=0
split_feature=484 15 42 52 151 1 52 2 47
split_gain=0.000162219 6.81189e-05 0.000140032 8.8364e-05 0.000106723 0.000120117 7.93021e-05 6.1073e-05 2.62181e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -0.081429999999999989 -0.044604999999999992 0.095575000000000007 0.091715000000000005 0.091985000000000011 0.093315000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 6 -6 -2 -7
right_child=1 2 -4 4 5 8 -8 -9 -10
leaf_value=-0.00075119997860532679 0.00019657217265400505 -0.00051567215282349594 0.00037500844702886951 -0.00051498144858772108 -0.00052129110933581125 0.00064866288440122743 0.00018949207403547567 0.00082483407274199763 0.0002450434700000562
leaf_weight=0.0010452675688889549 0.0014205371577131576 0.0019156092137168775 0.001050979006299945 0.0011663835819931976 0.0012076958549067985 0.0012483842896919418 0.0012062644556963173 0.0010234802571409325 0.0012268155332641278
leaf_count=627 324 733 618 274 322 313 201 375 123
internal_value=0 5.56851e-05 -0.000200129 0.000144971 1.79594e-05 0.000145101 -0.00016611 0.000459669 0.000448612
internal_weight=0 0.0114661 0.00296659 0.00849956 0.00605554 0.00488916 0.00241396 0.00244402 0.0024752
internal_count=3910 3283 1351 1932 1233 959 523 699 436
is_linear=0
shrinkage=0.00196078


Tree=6071
num_leaves=8
num_cat=0
split_feature=52 52 160 12 52 16 15
split_gain=1.91031e-05 4.52364e-05 3.68939e-05 3.94905e-05 6.72296e-05 4.62785e-05 7.01157e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.043720000000000009 0.10214500000000001 0.091210000000000013 -0.055679999999999993 -0.10192499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.013303009641509473 0.015294148785884726 -0.015728105713437589 -0.018941993136870172 -0.017093288494937183 0.021332443707079884 -0.020162820351057435 0.015292886333103476
leaf_weight=0.001008552859239128 0.0018381215701815086 0.0011722270477559939 0.0011190786757995621 0.0010623153616204353 0.0015993039103930256 0.0011203446491626998 0.0019254045409967844
leaf_count=425 546 235 277 348 674 502 903
internal_value=0 0.00114796 -0.00210287 0.000636283 0.00387395 -0.00274568 0.00355371
internal_weight=0 0.0098368 0.00799867 0.0068796 0.00581728 0.00421798 0.00309763
internal_count=3910 3485 2939 2662 2314 1640 1138
is_linear=0
shrinkage=0.1


Tree=6072
num_leaves=9
num_cat=0
split_feature=4 15 16 52 160 48 2 3
split_gain=2.10371e-05 5.24785e-05 2.87775e-05 5.47189e-05 4.93e-05 4.65984e-05 5.2803e-05 6.48078e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.19424999999999998 0.11110500000000002 -0.026849999999999995 0.091555000000000011 0.087005000000000013 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.017879664221087693 0.022350729433498827 -0.0076140047697697043 0.01452884984396543 0.020690712867686162 0.011756415940142323 0.010786371609703754 -0.026210472065911008 -0.021366010101560962
leaf_weight=0.0010635324503655494 0.0012380508098422016 0.0011071277639980036 0.0011905976367759313 0.0010645229027791692 0.0013063648853952148 0.0010465206773359811 0.001719489398748436 0.0010783286736907743
leaf_count=148 348 201 552 509 840 231 904 177
internal_value=0 0.00820478 -0.00249768 -0.000288709 -0.00381055 -0.00804975 -0.0128528 -0.00322113
internal_weight=0 0.00234518 0.00846936 0.00740582 0.0063413 0.0051507 0.00410418 0.00238469
internal_count=3910 549 3361 3213 2704 2152 1921 1017
is_linear=0
shrinkage=0.1


Tree=6073
num_leaves=9
num_cat=0
split_feature=50 48 4 160 0 4 0 12
split_gain=2.07719e-05 3.5437e-05 6.09588e-05 3.68296e-05 2.94395e-05 8.4572e-05 4.23153e-05 2.48882e-05
threshold=0.088425000000000017 0.11379500000000002 0.24280000000000004 -0.026849999999999995 -0.083674999999999986 0.0021050000000000005 -0.053834999999999994 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8
right_child=-2 -3 -4 4 6 -7 7 -9
leaf_value=0.014197158472354294 -0.013551323216177615 -0.016018669179417317 0.021994622495985508 -0.033128073076899113 0.016730390435689919 0.004072628200971702 0.0045152201055091478 -0.01738703550879149
leaf_weight=0.0013957478624582577 0.001045989909270518 0.001055917452936493 0.0014631528284415685 0.0010824899256867023 0.0012572348032076591 0.0014034077126269227 0.0010299638973009545 0.0010454300326292292
leaf_count=654 689 145 460 626 738 247 141 210
internal_value=0 0.00127861 0.00338344 -0.000391166 -0.00389061 -0.0121265 0.00225276 -0.00651752
internal_weight=0 0.00973334 0.00867743 0.00721427 0.00581853 0.0024859 0.00333263 0.00207539
internal_count=3910 3221 3076 2616 1962 873 1089 351
is_linear=0
shrinkage=0.1


Tree=6074
num_leaves=8
num_cat=0
split_feature=150 151 151 1 1 4 4
split_gain=1.72152e-05 5.13741e-05 4.93313e-05 4.15244e-05 6.85095e-05 6.05245e-05 4.83044e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 -0.051109999999999996 0.10398500000000001 0.081005000000000008 0.24280000000000004 -0.15333499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -5 -3
right_child=2 3 -4 5 -6 -7 -8
leaf_value=-0.022456625750802778 0.023915368888352481 0.01487721031504638 -0.0067602684472482903 -0.0034882461561813551 -0.023440081726410072 0.025654114870291889 -0.0093412881443292444
leaf_weight=0.0010860093126648582 0.0010088588464227746 0.0016673153918015814 0.0010913683544305269 0.0015054515927415838 0.0014078160377632752 0.0013532825329695001 0.0016273851467229477
leaf_count=360 321 125 192 296 699 319 1598
internal_value=0 -0.00211841 0.00797499 0.000802736 -0.00497525 0.0103073 0.00291472
internal_weight=0 0.00864726 0.00210023 0.00756125 0.00470252 0.00285873 0.0032947
internal_count=3910 3397 513 3037 2422 615 1723
is_linear=0
shrinkage=0.1


Tree=6075
num_leaves=10
num_cat=0
split_feature=484 159 150 160 1 2 4 52 2
split_gain=0.000153587 3.40079e-05 6.64567e-05 6.13645e-05 8.67039e-05 6.2621e-05 5.8917e-05 0.000107078 4.80685e-06
threshold=-1.0000000180025095e-35 0.073745000000000019 0.090695000000000012 0.031805000000000007 0.12730000000000002 0.113945 0.05309500000000001 1.0000000180025095e-35 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00073954160324962704 -0.00050419241502614549 0.00033526386158197604 -0.00039970680266535633 0.00051701307125872774 0.00050046558772561293 -0.00050570541215701344 0.00033405628553855249 0.00027128609479469925 8.0249381120401525e-05
leaf_weight=0.001010957388166975 0.0015917915746205564 0.0014801937165465429 0.0012824914921192769 0.0010748476207197892 0.001191502505508658 0.0010816923954774767 0.0015423325142774414 0.001009046195031721 0.0010165481891140024
leaf_count=627 733 522 282 197 198 228 159 733 231
internal_value=0 5.82592e-05 1.63788e-05 7.9101e-05 1.57761e-05 -7.67524e-05 1.3174e-05 -0.000123639 0.000175414
internal_weight=0 0.0112704 0.00979025 0.00850776 0.00743291 0.00624141 0.00515972 0.00361739 0.00202559
internal_count=3910 3283 2761 2479 2282 2084 1856 1697 964
is_linear=0
shrinkage=0.00196078


Tree=6076
num_leaves=10
num_cat=0
split_feature=484 15 42 1 16 15 47 3 2
split_gain=0.000134357 4.76519e-05 0.00011413 7.94521e-05 0.000101253 9.12471e-05 6.77019e-05 5.80719e-05 8.98095e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.20277000000000003 -0.017214999999999998 0.11603500000000001 0.11265500000000002 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 -5
right_child=1 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.00069979163642692414 -0.00054760543735959293 -0.00045454257695557961 0.00036561792347830733 7.5236155814973523e-05 0.00026574826933645023 0.00078493875635621919 -0.00030076435403411634 -0.00012179847731431709 0.00079580230938442809
leaf_weight=0.0010029287937524207 0.0012904004251607149 0.0018658565765836805 0.0010029751720182166 0.001406877727923844 0.0010817572750339666 0.0010096449058547624 0.0010608627908742807 0.001087125292787637 0.0012611574532060015
leaf_count=627 576 733 618 327 194 265 125 169 276
internal_value=0 4.96942e-05 -0.000167805 0.000125808 -0.000176698 0.000248986 0.000136627 0.000260194 0.000415842
internal_weight=0 0.0110667 0.00286883 0.00819783 0.00237216 0.00582567 0.00481602 0.00375516 0.00266804
internal_count=3910 3283 1351 1932 770 1162 897 772 603
is_linear=0
shrinkage=0.00196078


Tree=6077
num_leaves=8
num_cat=0
split_feature=11 48 0 42 0 52 1
split_gain=1.94266e-05 2.22848e-05 6.28868e-05 4.26059e-05 5.72344e-05 7.54874e-05 5.98956e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.084100000000000022 -0.017269999999999997 0.048490000000000012 0.10593500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.000364848566465183 -0.01315655132247439 -0.0058972646323465546 0.023146875979720968 -0.014603553959577496 0.020138725233247112 0.018471794098151979 -0.031490025261802147
leaf_weight=0.0013390563494303711 0.0010368364466301098 0.0015101279188793337 0.0014723145092454641 0.0019060717359442583 0.0013947192701696644 0.0010509202757357375 0.0010555495090087701
leaf_count=624 279 115 594 1429 182 529 158
internal_value=0 0.0012425 0.00844069 -0.00193971 0.00304727 -0.00387121 -0.0136769
internal_weight=0 0.00972876 0.00298244 0.00674632 0.00484025 0.00344553 0.00239461
internal_count=3910 3631 709 2922 1493 1311 782
is_linear=0
shrinkage=0.1


Tree=6078
num_leaves=8
num_cat=0
split_feature=1 0 15 151 2 1 43
split_gain=2.08714e-05 4.29708e-05 3.23311e-05 4.39043e-05 7.27341e-05 0.000101248 3.85747e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019 0.11183500000000002 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.016371133856845448 -0.0096118251767575678 0.0062535185880166922 -0.010257251705658658 0.011106502073569467 0.042482277789428001 0.00085042900456879498 -0.015796624913909766
leaf_weight=0.0019396721542546537 0.0013428467916196604 0.0014800252187437981 0.0014904474261572855 0.0010639062598689288 0.0012574630350449347 0.0010909953100862275 0.0010679548431972918
leaf_count=1913 318 95 571 246 273 252 242
internal_value=0 -0.00657932 0.00288487 0.00624861 0.0110023 0.0231419 -0.00237061
internal_weight=0 0.0034197 0.00731361 0.00582317 0.00448032 0.00234846 0.00213186
internal_count=3910 2008 1902 1331 1013 525 488
is_linear=0
shrinkage=0.1


Tree=6079
num_leaves=8
num_cat=0
split_feature=50 48 4 13 160 12 52
split_gain=1.74019e-05 3.117e-05 5.13214e-05 3.54783e-05 8.7565e-05 5.78695e-05 4.92334e-05
threshold=0.088425000000000017 0.11379500000000002 0.24280000000000004 -0.032264999999999995 -0.025614999999999995 0.093125000000000013 -0.031409999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.020779613761669702 -0.012380664563563834 -0.015131718802691714 0.020366882832416333 0.030368180421750053 -0.017226685338576127 0.0081563746533020384 0.0077329807448894214
leaf_weight=0.001686508459623111 0.0010436987615057231 0.0010411160026962104 0.0014467982347576317 0.0010624459476486752 0.0013582279889986083 0.0011710705418491408 0.0018899385380672733
leaf_count=1022 689 145 460 210 422 367 595
internal_value=0 0.0012118 0.0031869 -0.000280637 0.0054474 -0.00892129 -0.00270396
internal_weight=0 0.00965611 0.00861499 0.00716819 0.00431061 0.00285758 0.00324817
internal_count=3910 3221 3076 2616 1227 1389 1017
is_linear=0
shrinkage=0.1


Tree=6080
num_leaves=8
num_cat=0
split_feature=159 1 2 160 42 2 2
split_gain=1.87507e-05 4.50613e-05 4.46809e-05 5.23772e-05 4.92284e-05 3.72542e-05 7.12323e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 0.084835000000000008 0.08221500000000001 0.10113500000000002 0.11290500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.012406801217626795 -0.0014254648517670581 0.021063971445524163 0.010847019590120639 0.020864044877514528 -0.028120446051915899 -0.02884756197861851 0.005156548426147857
leaf_weight=0.0011096532680806145 0.0019646227555743237 0.0010318065540935945 0.0015367208721339203 0.001418479412458133 0.0010654413219602947 0.0010488983987811018 0.0014928265592794249
leaf_count=633 640 298 819 303 587 267 363
internal_value=0 0.00132616 -0.00106221 0.00431218 -0.010812 -0.00144454 -0.00887599
internal_weight=0 0.0095588 0.00852699 0.00549693 0.00303006 0.00407845 0.00254172
internal_count=3910 3277 2979 1752 1227 1449 630
is_linear=0
shrinkage=0.1


Tree=6081
num_leaves=7
num_cat=0
split_feature=1 4 0 0 52 12
split_gain=1.77219e-05 3.5101e-05 2.65979e-05 6.39782e-05 6.35387e-05 4.59157e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.10575999999999998 -0.15007499999999999 -0.010284999999999997 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.0027201046259999737 -0.015788571539394239 -0.017829951035452676 0.0084383744312066678 0.028661695792664345 0.013709797458960985 -0.015576650588263942
leaf_weight=0.0019471610234090395 0.0013301173938936473 0.0014502345722971863 0.0015218834916491827 0.0011002594427645114 0.001618977522345516 0.0016695501309811939
leaf_count=454 111 1554 499 221 240 831
internal_value=0 -0.00605203 0.00270229 0.00808289 0.000405277 -0.00412472
internal_weight=0 0.0033974 0.00724079 0.00404935 0.00294909 0.00319143
internal_count=3910 2008 1902 572 351 1330
is_linear=0
shrinkage=0.1


Tree=6082
num_leaves=9
num_cat=0
split_feature=52 160 42 4 15 12 16 15
split_gain=1.78976e-05 5.0147e-05 4.00411e-05 3.57777e-05 3.42701e-05 6.84478e-05 6.99957e-05 3.23909e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0031049999999999997 0.041585000000000004 0.091475000000000015 -0.19424999999999998 -0.087994999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -4 -5
right_child=1 2 4 7 -6 -7 -8 -9
leaf_value=-0.0056959769907469135 -0.021090091938137462 -0.01688490708698245 -0.0090700562113898483 0.027104730376648335 0.019337969020905128 -0.021208329517893084 0.025506237184622867 0.0021575305517635398
leaf_weight=0.001601019962326233 0.0012638258904279108 0.0010309251745023616 0.0011009787933457683 0.0010046645811138254 0.0012141319514275199 0.0010683125262470009 0.001250454389661208 0.0010798464628131727
leaf_count=807 924 695 245 188 544 123 189 195
internal_value=0 -0.00307869 0.000939678 0.00554644 0.00490522 -0.000218928 0.00931706 0.0141812
internal_weight=0 0.00692863 0.0056648 0.00368553 0.00463388 0.00341975 0.00235143 0.00208451
internal_count=3910 2720 1796 1190 1101 557 434 383
is_linear=0
shrinkage=0.1


Tree=6083
num_leaves=8
num_cat=0
split_feature=43 4 48 13 4 13 0
split_gain=1.75432e-05 3.8071e-05 4.02969e-05 8.87778e-05 7.32898e-05 3.21521e-05 3.7928e-05
threshold=-0.053009999999999995 -0.23071499999999998 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35 0.17936000000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0021267700004178928 -0.018414500660920038 -0.0156086258804785 -0.012653343600109722 0.036818341135431774 0.0026113589673450459 -0.0093061730807645748 0.02162667225604414
leaf_weight=0.0012038721362195599 0.0013127847254472986 0.0012621604604838715 0.0016251749141691489 0.0010676212861016527 0.0015153792267624446 0.0010718790469332728 0.0015221367957717327
leaf_count=1052 236 1121 305 216 234 206 540
internal_value=0 -0.0031215 0.000548551 0.00612839 0.01675 0.00536701 0.0111366
internal_weight=0 0.00678312 0.00547034 0.00384516 0.002583 0.00379789 0.00272601
internal_count=3910 2112 1876 1571 450 1798 1592
is_linear=0
shrinkage=0.1


Tree=6084
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 43 12 3
split_gain=4.42316e-05 7.12198e-05 5.0069e-05 0.000117629 6.41724e-05 6.12133e-05 6.72122e-05 5.82939e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085285000000000014 -0.074254999999999988 0.083325000000000024 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00040970066376717787 -0.00039334814663972506 0.00045440278666022027 -0.00010886066376328168 0.00050169830224535555 -0.0005327434305536405 6.7444383260337705e-05 -0.00050996641885097088 0.00050269716620697242
leaf_weight=0.0011743138252022769 0.0010459852060824481 0.0013263506650211506 0.0010912859189463502 0.0015921543793916172 0.0010651695513936264 0.0017524307680374576 0.0013896999585844816 0.0013290746381489835
leaf_count=275 161 388 385 130 227 266 1419 659
internal_value=0 2.90766e-05 -3.0975e-05 2.31312e-05 -9.18343e-05 -7.40401e-06 -0.000187933 0.00022696
internal_weight=0 0.0107205 0.00939413 0.00821982 0.00662766 0.00556249 0.00314213 0.00242036
internal_count=3910 3749 3361 3086 2956 2729 1685 1044
is_linear=0
shrinkage=0.00196078


Tree=6085
num_leaves=11
num_cat=0
split_feature=133 50 160 156 42 43 48 49 0 2
split_gain=5.65769e-05 5.66953e-05 6.09114e-05 6.26715e-05 4.70777e-05 8.68118e-05 8.48235e-05 8.76895e-05 5.634e-05 8.94367e-06
threshold=0.10064500000000001 0.086465000000000014 0.093550000000000008 0.084090000000000012 -1.0000000180025095e-35 -0.074254999999999988 0.092065000000000022 -1.0000000180025095e-35 -0.077944999999999987 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 -6 -9
right_child=-2 -3 -4 -5 5 6 -8 9 -10 -11
leaf_value=-0.00011921693294125175 -0.00043919312667538654 -0.00038567205277101276 -0.00037678925992185437 -0.00030350569985630472 0.00027838849920973542 0.00071333115255505907 -0.00037949720584162913 -9.7199142923313242e-05 0.00092366859424152566 0.00016099217785828105
leaf_weight=0.001485337406213579 0.0010683599028002396 0.0011151591049154619 0.0010050802199397984 0.001109181285777321 0.0010554465895366591 0.0011005699027424975 0.0010384478158099739 0.0010631651516061027 0.0010258193793242227 0.0010019030986936515
leaf_count=595 598 562 267 474 358 142 132 372 209 201
internal_value=0 3.34337e-05 8.07146e-05 0.000132498 0.000194733 0.000268924 0.000106787 0.000266307 0.000596436 2.80668e-05
internal_weight=0 0.0110001 0.00988495 0.00887987 0.00777069 0.00628535 0.00420409 0.00316564 0.00208127 0.00206507
internal_count=3910 3312 2750 2483 2009 1414 847 715 567 573
is_linear=0
shrinkage=0.00196078


Tree=6086
num_leaves=9
num_cat=0
split_feature=13 39 48 4 457 52 1 3
split_gain=1.77667e-05 3.73113e-05 5.51469e-05 4.70811e-05 6.7445e-05 6.3825e-05 4.16205e-05 1.82155e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11119000000000002 -0.034289999999999994 0.082870000000000013 0.071660000000000015 0.11198000000000001 -0.050194999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.010858711399106552 -0.02503100598008098 0.014350520579269208 -0.025035528378485324 -4.152034534207931e-05 0.026864375570691559 0.0071742887594750246 0.013726931673538216 -0.018441378575547923
leaf_weight=0.001302892154557085 0.0014858971796666094 0.0012652369919092981 0.001090053176972707 0.0010060788574288986 0.0010994708148383049 0.0010503718380261934 0.0011405905549381119 0.0011565343919188529
leaf_count=210 849 419 140 944 185 823 181 159
internal_value=0 -0.00161041 -0.00412559 -0.000840803 0.00541115 -0.0116935 -0.00172955 -0.0098815
internal_weight=0 0.00929423 0.008029 0.00693894 0.00440267 0.00253627 0.0033032 0.00216261
internal_count=3910 3700 3281 3141 1469 1672 1284 1103
is_linear=0
shrinkage=0.1


Tree=6087
num_leaves=9
num_cat=0
split_feature=159 1 2 151 0 16 4 4
split_gain=1.774e-05 3.4731e-05 4.18904e-05 5.10765e-05 7.30518e-05 5.34276e-05 3.71982e-05 2.1659e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 -0.044604999999999992 -0.17106499999999999 -0.074204999999999979 -0.018664999999999998 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 -2 -7
right_child=1 -3 3 4 5 7 -8 -9
leaf_value=-0.012102287147211916 0.00089305379883004962 0.018739420760949581 -0.013786544662018577 0.031484662788561574 -0.017304480749920116 0.00086317348116594851 -0.021378781574964791 0.021069676562133141
leaf_weight=0.0010980916818577229 0.0014960571200554299 0.0010216503149049873 0.0011983041952744224 0.0011215361377973983 0.0010016023736436944 0.0010880614829718339 0.0015036078233716644 0.0010351135413706018
leaf_count=633 805 298 374 97 550 177 422 554
internal_value=0 0.00132508 -0.000781836 0.00444608 0.0095913 0.0017334 -0.0102709 0.0107145
internal_weight=0 0.00946593 0.00844428 0.00544462 0.00424631 0.00312478 0.00299966 0.00212318
internal_count=3910 3277 2979 1752 1378 1281 1227 731
is_linear=0
shrinkage=0.1


Tree=6088
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 4 0 1 3
split_gain=4.4297e-05 9.37329e-05 5.19015e-05 5.73282e-05 6.53207e-05 5.13792e-05 7.81354e-05 8.3381e-05 7.51598e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.106285 -0.34687499999999999 -0.06402999999999999 0.089175000000000018 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7
right_child=-2 2 3 4 -6 6 -8 -9 -10
leaf_value=0.00055476238116605357 -0.00039573569455055225 -0.00043213479139280267 0.00045619398666977683 -0.00051868068182464263 0.00033598502210494745 -0.0003249897675141761 0.00035367446899300264 -0.0006069545750312592 0.00039215323528111215
leaf_weight=0.0011628747640546238 0.0010339619717994785 0.0011166277962349385 0.0010090749168274677 0.0010829390918908098 0.0014174301881101263 0.0011525289226970385 0.0013537466539383421 0.0012505638260717896 0.0010963452249343909
leaf_count=249 161 418 177 173 437 1337 156 487 315
internal_value=0 2.9372e-05 -3.50807e-05 1.79364e-05 -4.22026e-05 -0.000132506 -4.63355e-05 -0.000201078 2.46235e-05
internal_weight=0 0.0106421 0.00947926 0.00836263 0.00735355 0.00593612 0.00485318 0.00349944 0.00224887
internal_count=3910 3749 3500 3082 2905 2468 2295 2139 1652
is_linear=0
shrinkage=0.00196078


Tree=6089
num_leaves=9
num_cat=0
split_feature=4 1 42 51 12 43 1 16
split_gain=1.51234e-05 4.52017e-05 2.30879e-05 5.05532e-05 4.32686e-05 6.27878e-05 3.87884e-05 6.31004e-05
threshold=0.24280000000000004 0.11198000000000001 -0.090359999999999982 -0.032189999999999989 0.096055000000000015 -0.083899999999999988 0.095575000000000007 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.016277077615335239 -0.0074204223624818755 0.020815109246361367 -0.017315135857541613 0.029130096793698237 -0.014801709246426105 0.0087355355010281643 0.016146927121097204 -0.023002800437037584
leaf_weight=0.0010027465609270154 0.0010978710440496602 0.0011724736868567738 0.0013809005584590524 0.0010800539654939301 0.0010190057123847197 0.0014152510145136001 0.0012604219129552824 0.0011238590395134273
leaf_count=403 196 353 640 403 433 433 266 783
internal_value=0 0.00716125 -0.0020514 -9.18223e-05 0.00394027 0.00785417 0.00180628 -0.00531246
internal_weight=0 0.00227034 0.00828224 0.00727949 0.00589859 0.00487959 0.00379953 0.00253911
internal_count=3910 549 3361 2958 2318 1885 1482 1216
is_linear=0
shrinkage=0.1


Tree=6090
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 43 15 4
split_gain=5.4366e-05 9.17711e-05 8.42822e-05 5.59968e-05 4.44788e-05 5.91839e-05 8.91924e-05 7.43898e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 0.0016850000000000001 -0.089594999999999994 -0.018664999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00043353668048197626 -0.00043895050155027957 0.00053508402195697228 -0.0005448979983563992 0.0003871397108502253 -0.000287833148960395 0.00039169985554285836 -1.1464562433369106e-05 -0.00068133277265984896
leaf_weight=0.0011706992439060168 0.0010191251033861625 0.0012470149172123515 0.0010854228734833845 0.0011713975143972043 0.0018847847362885271 0.0015089578066620679 0.001721053847706274 0.0010122509807000948
leaf_count=128 161 279 398 341 1150 313 769 371
internal_value=0 3.4809e-05 -3.04844e-05 3.54439e-05 -2.84117e-05 6.19068e-05 -6.55406e-05 -0.000259543
internal_weight=0 0.0108016 0.00955457 0.00846914 0.00729844 0.00541366 0.0039047 0.0027333
internal_count=3910 3749 3470 3072 2944 1794 1481 1140
is_linear=0
shrinkage=0.00196078


Tree=6091
num_leaves=8
num_cat=0
split_feature=159 1 484 49 52 12 3
split_gain=1.55755e-05 2.90248e-05 3.58403e-05 4.41053e-05 5.66184e-05 3.22965e-05 3.71664e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085515000000000022 -0.047894999999999993 -0.076599999999999988 0.088375000000000023 -0.018854999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.01133153919729603 0.0099281157160177689 0.017182479112410949 0.017077891782596732 -0.028635701589049791 0.015601035661080226 -0.013462682219511675 -0.0077335452860238579
leaf_weight=0.0010993386250050799 0.0019294220745426725 0.0010193712045101057 0.0010011100289010148 0.0010415530029634738 0.0013761023459002188 0.0017216272217582596 0.0013543715728940374
leaf_count=633 365 298 285 634 589 899 207
internal_value=0 0.00124518 -0.00068332 -0.00307868 -0.00764679 -0.0027365 0.0040266
internal_weight=0 0.00944356 0.00842419 0.00742308 0.00549365 0.0044521 0.00273047
internal_count=3910 3277 2979 2694 2329 1695 796
is_linear=0
shrinkage=0.1


Tree=6092
num_leaves=8
num_cat=0
split_feature=13 47 4 13 151 16 3
split_gain=1.66817e-05 3.55277e-05 5.55208e-05 3.45066e-05 4.07474e-05 8.48502e-05 7.96315e-05
threshold=-0.23438999999999996 0.11669500000000001 0.24280000000000004 -0.032264999999999995 -0.0074049999999999993 -0.079209999999999989 -0.013944999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=0.010541246459035515 -0.014852412890888796 -0.019021353267782655 0.016117783109199611 0.016824325735129399 -0.028159731675063533 0.027154905997437331 -0.011150897997421381
leaf_weight=0.001300686558306602 0.0019417963624923373 0.0010340729478658895 0.001808047533949953 0.0012051163395723013 0.0010449341700339487 0.0010058631013107951 0.0011785699791960369
leaf_count=210 1659 164 430 213 534 516 184
internal_value=0 -0.00155622 0.000650458 -0.00373543 0.00113254 -0.00472324 0.00648773
internal_weight=0 0.0092184 0.00818433 0.00637628 0.00443448 0.00322937 0.00218443
internal_count=3910 3700 3536 3106 1447 1234 700
is_linear=0
shrinkage=0.1


Tree=6093
num_leaves=10
num_cat=0
split_feature=48 16 15 15 47 3 15 16 1
split_gain=5.49037e-05 6.99372e-05 8.13155e-05 7.10851e-05 5.24046e-05 7.41142e-05 5.53561e-05 7.0892e-05 4.97528e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00048959225646565824 -0.00042497002832738177 -0.00050656149127261568 0.00052278278775347807 -0.00053613738685635924 0.00038949713921436881 0.00033381191745986556 -0.00018171508776765335 -0.00050233226951526197 0.00034320353014794273
leaf_weight=0.0011830408920899859 0.0010751700251578041 0.0011432058510909915 0.0010707010269719189 0.0013150581912732789 0.00104790463670245 0.0013071918217339336 0.0013212029527357773 0.001057114237815549 0.0014628614301361129
leaf_count=249 161 418 177 877 213 118 957 212 528
internal_value=0 3.94436e-05 -1.53154e-05 5.01231e-05 -1.7252e-05 -8.31976e-05 -0.000188916 -7.00425e-05 9.40986e-05
internal_weight=0 0.0109083 0.00972524 0.00858203 0.00751133 0.00646343 0.00515624 0.00384118 0.00278406
internal_count=3910 3749 3500 3082 2905 2692 2574 1697 1485
is_linear=0
shrinkage=0.00196078


Tree=6094
num_leaves=9
num_cat=0
split_feature=133 50 2 3 151 2 4 1
split_gain=2.47985e-05 4.31056e-05 4.08066e-05 4.33253e-05 4.61545e-05 6.96779e-05 7.09565e-05 5.27751e-05
threshold=0.099765000000000006 0.086465000000000014 0.12068000000000001 -0.13927999999999999 -0.0088999999999999982 0.089910000000000004 -0.020179999999999997 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.00047154783112143882 -0.00030204555132678595 -0.00035383832446194048 -0.0002966597036723269 -0.00022950444184315568 -0.00035656358425228138 -1.7996758759152485e-05 0.00065775957559192607 0.00017306388401642681
leaf_weight=0.0011034556953820425 0.0010079006792196596 0.0010628700672365684 0.0010721801455358124 0.0016846991151708204 0.001303219601403174 0.0010040376412653242 0.0014751060534209262 0.0016256741614121331
leaf_count=267 608 562 315 419 851 288 324 276
internal_value=0 2.01709e-05 6.30611e-05 0.000110118 5.38882e-05 0.00014217 0.000384083 -6.25954e-05
internal_weight=0 0.0103312 0.00926837 0.00819619 0.00709274 0.00540804 0.00247914 0.00292889
internal_count=3910 3302 2740 2425 2158 1739 612 1127
is_linear=0
shrinkage=0.00196078


Tree=6095
num_leaves=9
num_cat=0
split_feature=48 48 51 1 133 160 43 1
split_gain=5.05988e-05 7.83529e-05 7.19308e-05 7.19794e-05 4.14591e-05 0.000110094 6.7138e-05 6.39765e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -0.0056849999999999991 -1.0000000180025095e-35 0.070805000000000021 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00042350793104181374 -0.00042522104777424684 0.00050078693380605909 -0.00050516306776122088 0.00037323294391787787 -0.00051988898058012256 -0.00025552871842736364 0.00059151172725729038 0.00028970278062435267
leaf_weight=0.0010327744413199964 0.0010141092196985788 0.0012200405408024769 0.001073172005321075 0.0018694914580688754 0.0012041844966726185 0.0016666652860934841 0.0010154076217075 0.0016431217027892706
leaf_count=802 161 279 398 421 650 644 70 485
internal_value=0 3.30019e-05 -2.70431e-05 3.38115e-05 -6.28862e-05 4.47055e-06 0.000150458 1.51478e-05
internal_weight=0 0.0107249 0.00950482 0.00843165 0.00656215 0.00552938 0.00432519 0.00330979
internal_count=3910 3749 3470 3072 2651 1849 1199 1129
is_linear=0
shrinkage=0.00196078


Tree=6096
num_leaves=9
num_cat=0
split_feature=48 16 15 47 2 0 1 42
split_gain=4.83528e-05 6.95316e-05 5.31761e-05 6.27171e-05 7.39496e-05 5.06039e-05 8.66858e-05 8.81956e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.092255000000000018 0.11290500000000002 -0.10783 0.088495000000000018 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00048754330821936984 -0.00041840659138537797 -0.00042846322533492245 0.00014003535469120143 0.00042402717765447457 0.00044402157862102903 -0.00033027547939595115 -0.00074925312263474434 0.0003714952423864126
leaf_weight=0.0011452012632244815 0.0010062767180848966 0.0011040325838669847 0.0018472468676083726 0.0013053911131983903 0.0010156686797541132 0.0019784675085867121 0.0010099303194909186 0.0010560208141858203
leaf_count=249 161 418 277 211 294 965 572 763
internal_value=0 3.16052e-05 -2.44381e-05 2.98749e-05 -4.46145e-05 -0.000128851 -0.000251662 -8.60549e-05
internal_weight=0 0.010462 0.00931676 0.00821273 0.00690733 0.00589167 0.00404442 0.00303449
internal_count=3910 3749 3500 3082 2871 2577 2300 1728
is_linear=0
shrinkage=0.00196078


Tree=6097
num_leaves=11
num_cat=0
split_feature=484 133 484 42 0 47 48 1 43 1
split_gain=0.000131745 4.96402e-05 8.52891e-05 7.33633e-05 8.45244e-05 0.00010419 9.68887e-05 8.72961e-05 7.07732e-05 1.69561e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.074249999999999997 0.09252500000000001 0.087235000000000021 0.094485000000000013 -0.074254999999999988 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -6 -5
right_child=1 -3 -4 4 8 -7 -8 -9 -10 -11
leaf_value=-0.00079452438214652526 -0.00044634595500017558 -0.00046206227821352189 -0.00054748214628203896 -0.00010588319640125346 0.00076146715872896741 -0.00054709735702106719 -0.00032697542072106879 0.00077237856963684398 8.5548973850871094e-05 0.00024970318421718067
leaf_weight=0.0010258512394873071 0.0010376137505728232 0.0010680508954948398 0.0010458138317998586 0.0010308581885032976 0.0011689943599933108 0.0011598050250581143 0.0013408280073459989 0.0010237415300807999 0.00121418320998246 0.0010314621329473987
leaf_count=627 320 516 337 628 234 161 198 232 385 272
internal_value=0 -6.01547e-05 -1.74565e-05 4.40821e-05 0.000107932 -2.39532e-05 0.000113106 0.000304312 0.0004171 7.19621e-05
internal_weight=0 0.0111214 0.0100533 0.00900749 0.00796987 0.00558669 0.00442689 0.00308606 0.00238318 0.00206232
internal_count=3910 3283 2767 2430 2110 1491 1330 1132 619 900
is_linear=0
shrinkage=0.00196078


Tree=6098
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 15 4 0
split_gain=1.61581e-05 2.62184e-05 5.723e-05 5.27209e-05 4.79027e-05 2.81074e-05 6.85607e-05 2.1741e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 -0.074174999999999977 0.044585000000000007 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0008345806562313553 -0.012205789007287172 0.017558413377188751 0.018724382271078602 -0.02560981401132971 0.016083506994433502 -0.016036862284636088 -0.01705810974599202 0.021302896994453077
leaf_weight=0.0010415082494648169 0.0010110579379804105 0.0011800438311232839 0.0011632136991157269 0.0010729689344373215 0.0012195664543341754 0.0017576013547674543 0.0011106506096250327 0.0010342722011489544
leaf_count=300 279 401 387 329 432 1466 210 106
internal_value=0 0.00108632 -0.00166517 -0.00540559 -0.00129035 -0.0065243 0.00077448 0.0110331
internal_weight=0 0.00957983 0.00750404 0.00634083 0.00526786 0.0040483 0.00229069 0.00207578
internal_count=3910 3631 3225 2838 2509 2077 611 406
is_linear=0
shrinkage=0.1


Tree=6099
num_leaves=9
num_cat=0
split_feature=160 133 157 151 16 13 3 2
split_gain=1.56355e-05 5.00758e-05 4.8082e-05 3.5355e-05 6.92336e-05 7.90865e-05 5.79937e-05 1.62982e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.0086849999999999983 -0.0088999999999999982 -0.25582999999999995 1.0000000180025095e-35 0.12046500000000002 0.086465000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -6
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=0.0087481044228229551 -0.018374268169654713 -0.0090972804446320058 -0.020460136423569818 0.028405285956609811 0.011383844290509149 -0.020773847445178385 -0.0094286208882731967 0.02838327776859775
leaf_weight=0.001013671267056435 0.0010660069749078207 0.0014522770421668855 0.0012693684200456622 0.0013264729411525365 0.0012558132503650192 0.0011079713258591761 0.0010452659852716495 0.0010237613013136656
leaf_count=446 848 375 772 235 367 371 87 409
internal_value=0 0.00185579 -0.00749166 0.00484618 0.0083622 0.00236451 0.0100752 0.0190183
internal_weight=0 0.00827757 0.00228304 0.00721156 0.00575928 0.00443281 0.00332484 0.00227957
internal_count=3910 2692 1218 1844 1469 1234 863 776
is_linear=0
shrinkage=0.1


Tree=6100
num_leaves=8
num_cat=0
split_feature=133 160 42 4 4 16 4
split_gain=1.71091e-05 4.47092e-05 4.49141e-05 4.48225e-05 6.32138e-05 6.23915e-05 2.30796e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.074650000000000008 -0.0017649999999999999 0.032820000000000009 -0.0072799999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.011787056560423571 -0.025328066115146892 -0.015408822686207566 0.027729326951321964 0.018133992532481994 -0.016073733251374674 -0.0034440406606452085 -0.0040512611494910944
leaf_weight=0.0010781144641371304 0.001013103007151713 0.0012232112111848457 0.0010796168565622175 0.0019444749037216711 0.0015764649138265974 0.001584044104522542 0.0010262594182126621
leaf_count=604 620 618 591 369 245 397 466
internal_value=0 -0.00150975 0.00209977 0.00556268 -0.000202386 0.00919094 -0.014621
internal_weight=0 0.00944717 0.00740781 0.0061846 0.00424013 0.00266366 0.00203936
internal_count=3910 3306 2220 1602 1233 988 1086
is_linear=0
shrinkage=0.1


Tree=6101
num_leaves=11
num_cat=0
split_feature=484 133 484 42 4 16 4 16 13 4
split_gain=0.000150347 5.37005e-05 7.79374e-05 8.21795e-05 8.96217e-05 6.28579e-05 7.47113e-05 0.000103388 8.02123e-05 3.68798e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.083329999999999987 0.011450000000000002 0.0057500000000000008 -0.25582999999999995 -0.086264999999999994 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 -6 8 -8 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00073333902991462054 -0.00036396266553391878 -0.00036127429524052064 -0.00041796401855117671 0.00032301549918664944 -0.00035773265435542242 0.00050551593947294811 0.00029300871192879086 0.00059496625816343469 -0.00047711369176620143 0.00084508122406536784
leaf_weight=0.0010067399578635615 0.00103222576487775 0.0010665760646138426 0.0010033389214170489 0.0010809676691894499 0.0015106856761325921 0.0012012971019552121 0.0010034343074977203 0.0013224024988053428 0.0010792171765320929 0.0010028884911726273
leaf_count=627 320 516 337 193 866 300 150 160 199 242
internal_value=0 5.74233e-05 0.000101049 0.000157449 0.000223078 0.00010344 5.18111e-06 0.000166191 -0.000106064 0.000574268
internal_weight=0 0.011303 0.0102365 0.00923312 0.00820089 0.00611704 0.00491574 0.00340505 0.00208265 0.00208386
internal_count=3910 3283 2767 2430 2110 1675 1375 509 349 435
is_linear=0
shrinkage=0.00196078


Tree=6102
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 150 133 2 43
split_gain=4.2722e-05 7.30527e-05 5.01853e-05 6.18141e-05 6.7282e-05 6.85526e-05 7.9471e-05 5.56618e-05 8.35081e-06
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.106285 0.082590000000000011 1.0000000180025095e-35 0.085155000000000022 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=0.00048801037121328227 -0.00039152305722470025 -0.00040986135597542684 0.00047183415846332631 3.8544706229051458e-05 0.00034902724087374382 -0.00055128455644770571 -0.00045239797057502611 0.00041021236839971256 -0.00021469919159076487
leaf_weight=0.0011895416347981599 0.0010124527863168394 0.0011583365106608247 0.0010445483865854982 0.0010006595173463646 0.0013975111062128238 0.0011841098863453288 0.0012322784440646547 0.0015123923633841166 0.0010018296633146932
leaf_count=249 161 418 177 221 437 283 880 568 516
internal_value=0 2.98467e-05 -2.73316e-05 2.55862e-05 -3.80162e-05 -0.00012921 -2.39301e-05 0.000126286 -8.81512e-05
internal_weight=0 0.0107212 0.00953167 0.00837333 0.00732878 0.00593127 0.00474716 0.00351488 0.00200249
internal_count=3910 3749 3500 3082 2905 2468 2185 1305 737
is_linear=0
shrinkage=0.00196078


Tree=6103
num_leaves=10
num_cat=0
split_feature=48 16 15 47 2 150 4 43 12
split_gain=4.16207e-05 6.5539e-05 5.68592e-05 7.31002e-05 7.69118e-05 7.85192e-05 8.28614e-05 4.59642e-05 2.16384e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.0004628174503681033 -0.00038430654980329372 -0.00044056970083926117 -0.00012595231138856514 0.00044871554742454095 0.00043787246297949221 -0.0006304498487790652 0.00048284906960496647 -2.1701141816193298e-05 -0.00052418472519389302
leaf_weight=0.0011653460793395595 0.0010552171530542878 0.0011404993270323878 0.0010087251700609345 0.0013248926489212954 0.0010455969794162974 0.001032501445490195 0.0011496249143221086 0.0017522154170854583 0.0010929746174241442
leaf_count=249 161 418 293 211 294 243 603 1057 381
internal_value=0 2.38387e-05 -2.97447e-05 2.59912e-05 -5.30956e-05 -0.000138144 -3.65544e-05 0.000178187 -0.00033305
internal_weight=0 0.0107124 0.00954703 0.00840653 0.00708164 0.00603604 0.00500354 0.00290184 0.0021017
internal_count=3910 3749 3500 3082 2871 2577 2334 1660 674
is_linear=0
shrinkage=0.00196078


Tree=6104
num_leaves=9
num_cat=0
split_feature=1375 11 3 1 15 3 3 47
split_gain=4.73483e-05 5.32872e-05 6.30568e-05 8.01666e-05 0.000103421 9.01379e-05 6.54893e-05 3.97862e-05
threshold=-1.0000000180025095e-35 0.078340000000000007 -0.12008499999999998 0.090355000000000005 -1.0000000180025095e-35 0.11265500000000002 -0.069909999999999986 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -6 -5
right_child=1 -3 3 5 6 -7 -8 -9
leaf_value=-0.00039754210320122396 0.00049709304502977786 -0.00039122483019374016 -0.00069409171559426189 0.00060388650125680471 -0.0003566414004440335 -0.00015280529160526901 0.00024587098660137447 0.00014259357954510702
leaf_weight=0.001095634492143358 0.0011926246138722349 0.0010455690964314311 0.0011174271661157781 0.0016471407792426828 0.0011462769304448495 0.0018252491289051077 0.0017562341393828496 0.0012755121735298169
leaf_count=180 181 259 967 663 989 276 208 187
internal_value=0 2.98792e-05 7.40833e-05 1.65444e-05 -0.000187217 0.000189064 7.92321e-06 0.000402568
internal_weight=0 0.011006 0.00996046 0.00876784 0.00401994 0.0047479 0.00290251 0.00292265
internal_count=3910 3730 3471 3290 2164 1126 1197 850
is_linear=0
shrinkage=0.00196078


Tree=6105
num_leaves=10
num_cat=0
split_feature=484 4 0 1 0 3 2 15 1
split_gain=0.000173868 4.87391e-05 7.61691e-05 4.60289e-05 7.2918e-05 5.85386e-05 8.6379e-05 6.65446e-05 2.06298e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 -9
right_child=1 2 -4 5 -6 -7 -8 8 -10
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leaf_weight=0.0010708642642411606 0.0010334063504743403 0.0010966322454573013 0.0012000284046918925 0.0013606329387429138 0.0011069838231988725 0.0019734862394975737 0.0018744045251023094 0.0010194829246207649 0.0010001957042192339
leaf_count=627 167 804 206 249 734 236 358 441 88
internal_value=0 5.99597e-05 9.94739e-05 4.02751e-05 -0.000207806 0.000115906 0.000224044 3.68412e-05 0.000262648
internal_weight=0 0.0116653 0.0106318 0.00943182 0.00220362 0.0072282 0.00525472 0.00338031 0.00201968
internal_count=3910 3283 3116 2910 1538 1372 1136 778 529
is_linear=0
shrinkage=0.00196078


Tree=6106
num_leaves=10
num_cat=0
split_feature=484 133 484 42 15 43 15 15 0
split_gain=0.000134111 4.09733e-05 6.64522e-05 7.1654e-05 9.2607e-05 8.52616e-05 8.14555e-05 7.94803e-05 6.10102e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.095799999999999982 -0.083899999999999988 1.0000000180025095e-35 -0.14487999999999998 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 8 -5 -7
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00069920435174164518 -0.00034325488064039348 -0.00031422717678880981 -0.00038596095954573868 0.00025988434859255981 0.00077389525202703285 0.00073594709006722357 -0.00015222246267589066 -0.00047029084130549321 0.00014768142787606613
leaf_weight=0.0010023118267156886 0.001031507246708579 0.0010730928070162146 0.0010171595214867662 0.001086057311539253 0.0013370441942942967 0.0012231102420731358 0.0015512681059415183 0.0012135987020183358 0.0015203862923424695
leaf_count=627 320 516 337 312 282 149 679 180 508
internal_value=0 4.98432e-05 8.89891e-05 0.000142889 0.000206113 0.000341502 0.000206889 -0.000125451 0.000409943
internal_weight=0 0.0110532 0.00998013 0.00896297 0.00793146 0.00563181 0.00429476 0.00229966 0.0027435
internal_count=3910 3283 2767 2430 2110 1618 1336 492 657
is_linear=0
shrinkage=0.00196078


Tree=6107
num_leaves=9
num_cat=0
split_feature=0 13 52 48 3 3 1 48
split_gain=1.5385e-05 5.44199e-05 3.39404e-05 4.28562e-05 2.94117e-05 5.94113e-05 3.2494e-05 2.24881e-05
threshold=-0.017269999999999997 -0.028919999999999998 -0.092854999999999979 0.087235000000000021 -0.08348499999999999 -1.0000000180025095e-35 0.096035000000000023 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7 -5
right_child=1 -3 3 7 5 6 -8 -9
leaf_value=-0.016255239458084731 -0.010217436439187301 0.020988874934725843 0.017427987063366634 -0.021928110077480422 -0.016702114498919039 0.022065535497836956 -0.002339167441165415 -0.00088661304224712492
leaf_weight=0.0014161839082794704 0.0010042156107213439 0.0012599565602628283 0.0015013736546952835 0.0010251340759552181 0.0012539052293709502 0.0011606616468779224 0.0010295028482043835 0.0010067294581838605
leaf_count=597 113 333 903 330 1208 109 197 120
internal_value=0 0.00714811 -0.00214056 0.0007243 0.00574781 0.000656076 0.0105939 -0.0115027
internal_weight=0 0.00226417 0.00839349 0.00697731 0.00494544 0.00344407 0.00219016 0.00203186
internal_count=3910 446 3464 2867 2417 1514 306 450
is_linear=0
shrinkage=0.1


Tree=6108
num_leaves=8
num_cat=0
split_feature=1 0 3 2 12 4 2
split_gain=1.6477e-05 4.24685e-05 2.36001e-05 4.98123e-05 4.47267e-05 4.08118e-05 5.84513e-05
threshold=0.076710000000000014 0.047345000000000005 0.076695000000000013 1.0000000180025095e-35 0.097345000000000015 0.0057500000000000008 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7
right_child=2 -3 5 -5 -6 6 -8
leaf_value=-0.015663117338679585 -0.012353850179687483 0.0068804367226349694 -0.017089950541790858 0.023992559429419472 0.01545792887977626 0.02199740067539481 -0.01033242739981368
leaf_weight=0.0019272762121145415 0.0013490986393079598 0.0014753324277535949 0.0013320143794002142 0.0012916311852714181 0.0010119981676675925 0.0010642399349669231 0.0011784834251972708
leaf_count=1913 718 95 248 494 181 114 147
internal_value=0 -0.00588849 0.00255086 0.00820383 -0.000433344 -0.00322545 0.00500905
internal_weight=0 0.00340261 0.00722747 0.00365273 0.0023611 0.00357474 0.00224272
internal_count=3910 2008 1902 1393 899 509 261
is_linear=0
shrinkage=0.1


Tree=6109
num_leaves=9
num_cat=0
split_feature=11 16 2 4 0 16 0 1
split_gain=2.0056e-05 2.56707e-05 3.61403e-05 8.46033e-05 4.56382e-05 6.55073e-05 3.51504e-05 3.48771e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.06402999999999999 -0.096824999999999981 -0.13027499999999997 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 -7
right_child=-2 2 6 4 -6 7 -8 -9
leaf_value=-0.012024824354634128 -0.013477993606994003 -0.027080700681099464 0.00018963281161616302 0.020885577093372479 0.022512994208124231 0.0013014952789132124 0.025366203864045096 -0.020834096167350328
leaf_weight=0.001259206653420602 0.0010183473730337152 0.0010136244312982474 0.0010008035376643249 0.0010555067206085766 0.0011074576267839113 0.0016578750426476843 0.0012436557579355216 0.0012473405615029229
leaf_count=394 279 141 109 276 174 1575 472 490
internal_value=0 0.00128244 0.00329494 -0.000707373 0.00456723 -0.000450582 0.01414 -0.00820232
internal_weight=0 0.00958547 0.00832626 0.0060818 0.00506818 0.00396072 0.00224446 0.00290522
internal_count=3910 3631 3237 2656 2515 2341 581 2065
is_linear=0
shrinkage=0.1


Tree=6110
num_leaves=11
num_cat=0
split_feature=48 16 15 2 150 133 43 1 0 16
split_gain=6.73377e-05 8.42349e-05 6.19103e-05 5.85368e-05 8.11747e-05 7.04113e-05 7.82279e-05 6.50665e-05 5.71213e-05 5.35029e-06
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.11290500000000002 0.085285000000000014 0.087485000000000021 -0.074254999999999988 0.081005000000000008 -0.082604999999999998 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 -8
right_child=-2 2 3 -5 -6 -7 8 -9 -10 -11
leaf_value=0.00052976551896885809 -0.00047667762328979473 -0.00044623533215193303 0.00078905230902136573 0.00047186797259056202 -0.00052635922066179451 -0.0004144207195674129 0.00023387454135625357 0.00013395027657388522 -0.00042992409846479083 3.2304814167605297e-05
leaf_weight=0.0012088211193365681 0.001056914796776093 0.0011501458730657924 0.0010213564871449387 0.0010502616267848109 0.0010559196440970281 0.0010141181424160924 0.0010210065967579153 0.0013578662310571713 0.0010483346402500016 0.001004230306483334
leaf_count=249 161 418 362 301 244 674 313 284 565 339
internal_value=0 4.16199e-05 -1.90678e-05 3.824e-05 -2.22988e-05 6.00044e-05 0.000148239 0.000415174 -5.83931e-05 0.000133925
internal_weight=0 0.0109321 0.00972324 0.00857309 0.00752283 0.00646691 0.00545279 0.00237922 0.00307357 0.00202524
internal_count=3910 3749 3500 3082 2781 2537 1863 646 1217 652
is_linear=0
shrinkage=0.00196078


Tree=6111
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 16 43
split_gain=3.6395e-05 7.31119e-05 6.46495e-05 5.72605e-05 5.32297e-05 7.47946e-05 8.67156e-05 3.83628e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 -0.0060199999999999993 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00044367811410353871 -0.00036770695277879789 0.00047980322150204809 -0.00049022331797731193 0.00038956196175365541 -0.00020865708273824096 0.0004122487246226261 -0.00060798564729086708 0.00022093522795194173
leaf_weight=0.0011067729959234156 0.0010048720591537804 0.0011935096443788694 0.0010653040957851441 0.0013672524199594928 0.0013311555362750154 0.0014437657695219579 0.0010045319620341207 0.0019999149230377762
leaf_count=175 161 279 398 425 1134 213 549 576
internal_value=0 2.28817e-05 -3.56393e-05 2.3036e-05 -4.97383e-05 2.57028e-05 -0.000103018 4.92624e-05
internal_weight=0 0.0105122 0.0093187 0.00825339 0.00688614 0.00577937 0.0043356 0.00333107
internal_count=3910 3749 3470 3072 2647 2472 2259 1710
is_linear=0
shrinkage=0.00196078


Tree=6112
num_leaves=9
num_cat=0
split_feature=47 52 4 4 3 13 42 49
split_gain=1.69944e-05 4.67069e-05 4.88738e-05 4.87724e-05 5.16298e-05 6.54334e-05 5.88892e-05 3.9595e-05
threshold=0.11669500000000001 0.11401500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.078884999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -5
right_child=-2 -3 -4 7 5 -7 -8 -9
leaf_value=0.010483191134346476 -0.011771538483463328 -0.018197235155036486 0.020321567670932149 0.0033223865841053436 0.032196521459589782 -0.00050879750667073831 -0.022726946175124631 -0.02295593616064517
leaf_weight=0.0011386550978396354 0.0011215296858467774 0.0010932620978388102 0.0014723646370250771 0.0010153994128370989 0.0012478924787732023 0.0011999826698393648 0.0010053961041822084 0.0013171792444348161
leaf_count=734 179 606 397 116 391 218 827 442
internal_value=0 0.00124522 0.0037766 0.000258628 0.00624017 0.0161639 -0.00508982 -0.0115167
internal_weight=0 0.00949013 0.00839687 0.00692451 0.00459193 0.00244788 0.00214405 0.00233258
internal_count=3910 3731 3125 2728 2170 609 1561 558
is_linear=0
shrinkage=0.1


Tree=6113
num_leaves=8
num_cat=0
split_feature=11 13 16 12 3 4 2
split_gain=1.71036e-05 2.17576e-05 4.57441e-05 4.14508e-05 0.000114831 0.000103798 2.50385e-05
threshold=0.077330000000000024 -0.091229999999999992 -0.19424999999999998 0.086935000000000012 -0.015794999999999997 0.0057500000000000008 0.099990000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 -1
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.0011040362990111857 -0.012446555432400259 -0.016139135981993027 0.035553063873473838 -0.011980209773486983 -0.02281415816422366 0.013692073750065379 0.020186836692307353
leaf_weight=0.0010696882060758511 0.0010169153001673486 0.0016405934681784787 0.0011012219510454636 0.0014228460148107127 0.0013602457037594291 0.0018222197419047728 0.0011421212999489711
leaf_count=297 279 347 749 1588 291 150 209
internal_value=0 0.00119469 -0.00142298 0.00280782 0.00771973 -0.00191138 0.00989002
internal_weight=0 0.00955894 0.00734713 0.00570653 0.00428369 0.00318247 0.00221181
internal_count=3910 3631 3125 2778 1190 441 506
is_linear=0
shrinkage=0.1


Tree=6114
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 15
split_gain=1.85362e-05 3.42844e-05 2.24793e-05 6.74258e-05 4.38926e-05 5.31053e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.014962300020180928 -0.022006501217705098 0.0054037433306125711 0.013076958416948071 0.01698553193435821 -0.015950481672092728 0.013241787820910157
leaf_weight=0.0019247890044116736 0.0011345337756146793 0.0014487061428288498 0.0016344426820796738 0.0018637229524696534 0.0014301581078513506 0.0011043723128530687
leaf_count=1913 274 95 362 501 324 441
internal_value=0 -0.00621635 0.00277302 -0.000270865 0.00533586 -0.00323052
internal_weight=0 0.0033735 0.00716723 0.00553279 0.00439825 0.00253453
internal_count=3910 2008 1902 1540 1266 765
is_linear=0
shrinkage=0.1


Tree=6115
num_leaves=10
num_cat=0
split_feature=133 50 2 48 4 52 47 49 3
split_gain=4.85814e-05 5.7501e-05 4.46114e-05 5.68574e-05 3.30622e-05 7.37114e-05 5.909e-05 6.86595e-05 2.8509e-05
threshold=0.10064500000000001 0.086465000000000014 0.12068000000000001 0.093225000000000016 -0.06272999999999998 0.071660000000000015 0.09252500000000001 -0.052649999999999995 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9
right_child=-2 -3 -4 -5 6 -7 -8 8 -10
leaf_value=-0.00051107262782264771 -0.00041139554902046033 -0.00039111610853008748 -0.00028976122538345038 0.00049902517734168902 -5.9393587916722506e-05 0.00018877631697884688 -0.00021353185504679727 0.00026238760282943112 0.00070655890689384836
leaf_weight=0.0010741808775714319 0.0010495401284268272 0.0011157381907720169 0.0011167789074932781 0.0013331001309302426 0.0014262792979683548 0.0012541707982803977 0.001277492294477863 0.0010759924819154062 0.001148672834239916
leaf_count=411 598 562 315 231 282 549 153 682 127
internal_value=0 3.04439e-05 7.89004e-05 0.00012683 5.84567e-05 -0.000134098 0.000149426 0.000276427 0.000491729
internal_weight=0 0.0108224 0.00970667 0.00858989 0.00725679 0.00232835 0.00492844 0.00365094 0.00222467
internal_count=3910 3312 2750 2435 2204 960 1244 1091 809
is_linear=0
shrinkage=0.00196078


Tree=6116
num_leaves=10
num_cat=0
split_feature=133 484 42 43 0 16 15 4 4
split_gain=4.8805e-05 6.34101e-05 9.57563e-05 9.20147e-05 8.99811e-05 3.34948e-05 6.39199e-05 4.25351e-05 8.37099e-05
threshold=0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.06705499999999999 -0.070894999999999986 0.064860000000000015 -0.10192499999999999 0.015635000000000003 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 8 -8
right_child=-2 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.00047847076011668898 -0.00041491014416314008 -0.00043373569021551282 0.00010844649126819851 -0.00024168344472347058 0.00082036830666097963 -0.00030631352968703697 0.00042149176996079192 0.00050405464352542922 -0.00035251475580251449
leaf_weight=0.0010623267902446437 0.0010357933854272484 0.0010266567011077031 0.0014508279043590798 0.0016421269990099189 0.001289003395232695 0.0010558911143447236 0.001143031057557731 0.0013253433836611789 0.0010135934366908418
leaf_count=357 598 337 801 301 258 285 434 177 362
internal_value=0 3.02861e-05 7.80104e-05 0.000144286 0.000443383 1.16842e-05 7.72121e-05 0.000227606 5.77159e-05
internal_weight=0 0.0110088 0.00998214 0.00891982 0.00273983 0.00617999 0.00512409 0.00348197 0.00215662
internal_count=3910 3312 2975 2618 1059 1559 1274 973 796
is_linear=0
shrinkage=0.00196078


Tree=6117
num_leaves=9
num_cat=0
split_feature=133 42 43 3 4 48 13 4
split_gain=5.10787e-05 5.31197e-05 6.31358e-05 0.000115865 5.98351e-05 5.34121e-05 6.64103e-05 7.84379e-05
threshold=0.10064500000000001 -0.090359999999999982 -0.06705499999999999 -0.075954999999999981 -0.23071499999999998 0.086125000000000021 -0.0043499999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -8
right_child=-2 2 4 -5 5 -7 7 -9
leaf_value=-0.00038325314553160143 -0.00043192921428693884 2.525421063466856e-05 -0.00047206943456088086 0.00084618951684109738 -0.0001986802275897074 -0.00023328711039419874 0.00073843652596150501 6.6637789135997073e-05
leaf_weight=0.0010904381467381858 0.0010196361067151003 0.0018651548675335972 0.0010024147472188043 0.0010238216433671157 0.0012713390747825883 0.001810689298037114 0.0011350206200646967 0.0016246585369983297
leaf_count=379 598 843 226 374 811 277 180 222
internal_value=0 2.71382e-05 7.31159e-05 0.000316185 -2.94859e-05 4.64597e-05 0.000172119 0.00034294
internal_weight=0 0.0108235 0.0097331 0.00288898 0.00684412 0.00584171 0.00403102 0.00275968
internal_count=3910 3312 2933 1217 1716 1490 1213 402
is_linear=0
shrinkage=0.00196078


Tree=6118
num_leaves=10
num_cat=0
split_feature=133 484 42 43 0 12 15 16 0
split_gain=3.82942e-05 5.55428e-05 6.32694e-05 6.87921e-05 9.15974e-05 3.47694e-05 4.50623e-05 5.43043e-05 1.36812e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7 7 -9 -10
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leaf_weight=0.0010216456246463545 0.0010175214784393831 0.0010111043299458515 0.001395400087448183 0.0011678462665613565 0.0012055521321752841 0.0012958022343448538 0.0013767639397121703 0.0012041333895593963 0.0010331866164029892
leaf_count=357 598 337 801 89 258 633 346 262 229
internal_value=0 -7.62153e-05 -3.063e-05 2.37021e-05 0.000290558 -9.04982e-05 -1.32968e-05 0.000162481 -0.000219411
internal_weight=0 0.0107114 0.00970033 0.00867868 0.00260095 0.00607773 0.00478193 0.0025809 0.00220103
internal_count=3910 3312 2975 2618 1059 1559 926 608 318
is_linear=0
shrinkage=0.00196078


Tree=6119
num_leaves=10
num_cat=0
split_feature=133 484 133 43 42 15 15 16 0
split_gain=4.75051e-05 5.53513e-05 8.11567e-05 6.63926e-05 7.89754e-05 5.15115e-05 0.00010369 6.26787e-05 8.1369e-05
threshold=0.10064500000000001 0.087270000000000014 0.065880000000000008 0.0033500000000000005 0.08622500000000001 1.0000000180025095e-35 -0.017214999999999998 -0.063614999999999991 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
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leaf_weight=0.0012064655004700444 0.0010177296866645058 0.0010010101821870286 0.0010406206230198127 0.001209442648219667 0.0018498891768110037 0.0011481558764955876 0.0011106942471846432 0.0012319684269528905 0.0010500150005473281
leaf_count=104 598 342 590 505 574 486 233 242 236
internal_value=0 2.83515e-05 7.3007e-05 1.18177e-05 7.9746e-05 -3.36741e-05 5.90755e-05 -0.000107052 8.71519e-05
internal_weight=0 0.0108483 0.00984725 0.00880663 0.00759719 0.0057473 0.00459914 0.00348845 0.00225648
internal_count=3910 3312 2970 2380 1875 1301 815 582 340
is_linear=0
shrinkage=0.00196078


Tree=6120
num_leaves=10
num_cat=0
split_feature=484 42 484 43 16 16 13 42 13
split_gain=0.000143257 5.76192e-05 7.05453e-05 7.75107e-05 8.12617e-05 0.000117943 8.31475e-05 7.45723e-05 1.37262e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087270000000000014 -0.074254999999999988 0.15737500000000001 -0.074719999999999995 -0.09547499999999999 0.088915000000000008 0.097095000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 7 5 6 -5 -3 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00072307375838854561 -0.00040771862446291324 0.00087405981960884255 -0.0003610870981704865 0.00032574003886428157 -0.00045491334649393081 0.0005827799773342828 -0.00033465038889797315 0.00018164965598750331 -8.5910497325132894e-05
leaf_weight=0.001007915032192482 0.0010384156803212048 0.0010155087311179596 0.0010616023388256525 0.001225803699926156 0.0010071071686015018 0.0016411014849980667 0.0018233072757153229 0.0014545919006773312 0.0010006281023888014
leaf_count=627 812 345 337 224 223 375 468 324 175
internal_value=0 4.85036e-05 0.00011441 0.000176215 5.04408e-05 0.000158953 -6.91602e-05 0.000466314 -0.000249796
internal_weight=0 0.0112681 0.00922902 0.00816742 0.00569732 0.00469021 0.00304911 0.0024701 0.00203904
internal_count=3910 3283 2296 1959 1290 1067 692 669 987
is_linear=0
shrinkage=0.00196078


Tree=6121
num_leaves=9
num_cat=0
split_feature=1 12 52 15 1 1 0 1
split_gain=1.57174e-05 3.33307e-05 4.22752e-05 2.60272e-05 4.31191e-05 6.50914e-05 5.5491e-05 2.89341e-05
threshold=0.076710000000000014 0.085185000000000025 0.048695000000000009 1.0000000180025095e-35 0.11097000000000001 0.10113500000000002 -0.11756999999999999 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -2
right_child=3 2 -4 -5 6 -7 -8 -9
leaf_value=-0.020257737127794172 0.015209231581719565 0.01337518914129843 -0.01368656939057082 -0.0094246827020592391 -0.018199576662466806 0.0341492088373853 0.011210334233589477 -0.0078229428490696161
leaf_weight=0.0010889936196613278 0.0010708180563965522 0.0012565419114651517 0.0010678294105308371 0.0014791822586392566 0.0013471378371566103 0.0010130852705038849 0.0012248971359726461 0.001111675429795097
leaf_count=534 231 656 818 571 168 272 411 249
internal_value=0 -0.00582094 0.000942863 0.00240922 0.00544419 0.0132013 -0.0041935 0.00347756
internal_weight=0 0.00341336 0.00232437 0.0072468 0.00576761 0.00319558 0.00257203 0.00218249
internal_count=3910 2008 1474 1902 1331 752 579 480
is_linear=0
shrinkage=0.1


Tree=6122
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 52 4 16
split_gain=1.47208e-05 2.11739e-05 4.84345e-05 5.4403e-05 4.64889e-05 2.98989e-05 3.79681e-05 2.00622e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.0033900000000000002 0.0021050000000000005 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.019662037295530108 -0.011573383696858685 -0.026077113579086309 0.017265183884933318 -0.025567009318743724 0.016318523847486509 0.0078399886757251538 -0.0025016427999300906 2.3014033260034718e-05
leaf_weight=0.0010510535412399213 0.0010284320563506517 0.0010860573175966264 0.0011675566614985505 0.0010605665660086616 0.0012257777470690472 0.0011401959063840365 0.0018412570442427952 0.0010298113683098727
leaf_count=298 279 822 387 329 432 1000 255 108
internal_value=0 0.00101504 -0.00145489 -0.00489481 -0.000752916 -0.00589754 -0.0112483 0.00994277
internal_weight=0 0.00960228 0.00752141 0.00635385 0.00529329 0.00406751 0.00292731 0.00208086
internal_count=3910 3631 3225 2838 2509 2077 1077 406
is_linear=0
shrinkage=0.1


Tree=6123
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.51314e-05 6.30798e-05 5.30006e-05 3.75948e-05 6.27222e-05 8.0696e-05 0.000112355 7.16741e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.01110691289042497 -0.021020721316111258 -0.018714325385082962 -0.011087667187289287 -0.012500948781117877 0.0370131303790723 0.03481371604525349 -0.021308872482802412 0.0017665623370359815
leaf_weight=0.0010674804216714321 0.0014041140825095466 0.0010785206881404131 0.001325847570077256 0.0010366388580612404 0.0010586784190865118 0.0012924650854544122 0.0010731269625182888 0.0012678823372803524
leaf_count=517 856 847 314 147 490 282 207 250
internal_value=0 -0.00144754 0.00193158 0.00508795 0.00811775 0.0135446 0.00545864 0.0178052
internal_weight=0 0.00953727 0.00813316 0.00705464 0.006018 0.00469215 0.00339969 0.00232656
internal_count=3910 3393 2537 1690 1543 1229 947 740
is_linear=0
shrinkage=0.1


Tree=6124
num_leaves=8
num_cat=0
split_feature=133 42 160 160 2 13 13
split_gain=1.59896e-05 3.95388e-05 3.93021e-05 3.49669e-05 7.96767e-05 8.66602e-05 2.02443e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.10393500000000001 -0.083514999999999992 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.011292175916935508 -0.017180277217463801 -0.011305467193695445 0.041689296142608127 -0.011814575421265737 -0.016923612397211251 0.0063877709040217005 0.0028096530845863792
leaf_weight=0.0010924860875450105 0.0013723064626626315 0.0019231160355705681 0.0010670913882822358 0.0010233986357998772 0.0010001322439476669 0.0019964047423202398 0.0010826669741316661
leaf_count=604 752 952 285 276 243 574 224
internal_value=0 -0.00148486 0.00117662 0.00506734 0.00842449 0.0186842 -0.006666
internal_weight=0 0.00946512 0.00809281 0.00616969 0.0051463 0.0030635 0.0020828
internal_count=3910 3306 2554 1602 1326 859 467
is_linear=0
shrinkage=0.1


Tree=6125
num_leaves=8
num_cat=0
split_feature=1 0 151 15 47 1 15
split_gain=1.59467e-05 4.18951e-05 2.44604e-05 7.39072e-05 6.80166e-05 6.4942e-05 1.6506e-05
threshold=0.076710000000000014 -0.070894999999999986 -0.076429999999999984 1.0000000180025095e-35 0.087850000000000025 0.097070000000000004 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -6
right_child=2 -3 3 -5 6 -7 -8
leaf_value=-0.019335570437271729 0.014812035612391245 0.0034063559914641601 -2.5316496229494981e-05 -0.021977527381546912 0.00084196310699623245 0.032302581043190219 -0.016809163548524821
leaf_weight=0.0013640539453928712 0.001320643559742745 0.0019944529799056226 0.0011956105196672439 0.0012354819145606738 0.0011095619366167128 0.0012938656044943725 0.0010138718363311731
leaf_count=1642 326 366 240 533 117 485 201
internal_value=0 -0.00583025 0.00251992 -0.000255803 0.00556196 0.0167766 -0.00758589
internal_weight=0 0.00335851 0.00716904 0.00584839 0.00461291 0.00248948 0.00212343
internal_count=3910 2008 1902 1576 1043 725 318
is_linear=0
shrinkage=0.1


Tree=6126
num_leaves=10
num_cat=0
split_feature=133 50 156 160 42 0 0 16 1
split_gain=3.27706e-05 4.23056e-05 4.00988e-05 5.54362e-05 7.62706e-05 6.98075e-05 5.69427e-05 6.16493e-05 0.000106156
threshold=0.099765000000000006 0.086465000000000014 0.084090000000000012 -0.026849999999999995 0.088115000000000013 -0.017269999999999997 -0.099024999999999988 -0.27337499999999998 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.00053704361804005475 -0.00034449702894569483 -0.0003428114518517343 -0.00027574234260674044 -0.0004057272731198227 0.0004086533660128442 0.00039193011098308196 -0.00051327833103304065 -0.00028519182308777319 0.00060341163462728626
leaf_weight=0.0010442137830916258 0.0010104036755458354 0.0010784112198625817 0.0011521356583199015 0.0010764900367687433 0.0017645199071925008 0.0010616260381311636 0.0012978873004459426 0.0010028165648509357 0.0010666567312549438
leaf_count=428 608 562 488 185 454 142 808 116 119
internal_value=0 2.5156e-05 6.7075e-05 0.000114581 5.39009e-05 -5.97982e-05 -0.000167715 -2.51508e-05 0.000172816
internal_weight=0 0.0105448 0.00946635 0.00831421 0.00727 0.00550548 0.00444385 0.00314596 0.00206947
internal_count=3910 3302 2740 2252 1824 1370 1228 420 235
is_linear=0
shrinkage=0.00196078


Tree=6127
num_leaves=9
num_cat=0
split_feature=14 133 49 160 47 15 1 12
split_gain=2.95119e-05 3.47027e-05 4.12149e-05 6.27621e-05 3.76145e-05 0.000146197 6.45801e-05 4.75084e-05
threshold=-1.0000000180025095e-35 0.099765000000000006 0.079765000000000016 0.087825000000000014 0.09252500000000001 -0.050004999999999994 0.088785000000000017 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00031759717301743493 0.00073723182352408636 -0.00032274543398922128 0.00042598342685762119 -0.00041595989366898108 -0.00017597245794510701 0.00038253392866121483 -0.00036151119884768025 -0.00012239714411166008
leaf_weight=0.0010840519317700378 0.0012884879590722995 0.0010122604382145359 0.0010475795601863321 0.0011318827093621808 0.0016884330208599896 0.0015666146121911502 0.0014003878755511597 0.0013201034699819036
leaf_count=196 415 599 581 280 233 531 510 565
internal_value=0 2.22823e-05 5.92663e-05 1.35101e-05 8.04302e-05 0.000158075 -1.59897e-05 0.000151628
internal_weight=0 0.0104557 0.00944349 0.00839591 0.00726403 0.00557559 0.00428711 0.00288672
internal_count=3910 3714 3115 2534 2254 2021 1606 1096
is_linear=0
shrinkage=0.00196078


Tree=6128
num_leaves=9
num_cat=0
split_feature=11 3 49 48 42 3 49 16
split_gain=6.24961e-05 6.57225e-05 3.72829e-05 7.32266e-05 4.02821e-05 0.000124193 4.01425e-05 4.89972e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.006494999999999999 0.082705000000000015 -0.088669999999999985 -0.075954999999999981 1.0000000180025095e-35 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.0004595083347988454 -0.00047444214624144581 -0.00059932345879037518 0.00039576831359994236 3.674874794669371e-05 -0.00057270386135867767 0.00054752272873581252 -0.00014008720038201781 5.3727693323414491e-05
leaf_weight=0.001249414168187077 0.0010062880764641147 0.0011123401339765008 0.0011533283579105132 0.0018584385227817793 0.0011794226765701431 0.0013396944867251055 0.0013595282822846918 0.0018250074536074188
leaf_count=192 254 365 358 308 1374 414 346 299
internal_value=0 3.59176e-05 -1.7934e-05 -0.000201414 6.15584e-05 -6.02172e-06 0.000141707 0.000262763
internal_weight=0 0.0110772 0.00982776 0.00297078 0.00685698 0.00570365 0.00452423 0.0031647
internal_count=3910 3656 3464 673 2791 2433 1059 713
is_linear=0
shrinkage=0.00196078


Tree=6129
num_leaves=8
num_cat=0
split_feature=403 13 4 0 4 150 1
split_gain=1.69686e-05 4.50113e-05 6.43078e-05 5.80178e-05 4.38056e-05 6.16943e-05 5.92487e-05
threshold=0.03138500000000001 0.083175000000000013 -0.06272999999999998 -0.0046249999999999989 -0.0010999999999999996 0.085075000000000026 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.035033418203588206 0.01192625838836354 0.013457550400991676 0.017973391313550673 -0.002810786849119631 -0.023947363771203843 0.015639303852440598 0.0033137363514896276
leaf_weight=0.0011220579919420043 0.0010493235049774214 0.0016655698896224464 0.0012042497938724575 0.0011130902869443335 0.0016583809053953905 0.0012142554611603404 0.0015353391285587599
leaf_count=979 470 377 835 160 554 206 329
internal_value=0 -0.00147328 -0.00464229 -0.0189867 0.0010706 -0.00354721 -0.0108419
internal_weight=0 0.00951294 0.00784737 0.00223515 0.00561223 0.00440798 0.00319372
internal_count=3910 3440 3063 1139 1924 1089 883
is_linear=0
shrinkage=0.1


Tree=6130
num_leaves=9
num_cat=0
split_feature=48 48 51 42 2 16 13 2
split_gain=3.69768e-05 7.52026e-05 8.44526e-05 6.6725e-05 8.37328e-05 7.64968e-05 8.82166e-05 0.000100128
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.26364000000000004 -0.083514999999999992 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.0006054404620912283 -0.00035829148024982082 0.00048287737041650589 -0.00054428976333044713 -0.00028691648606234642 0.00061559708055280711 -0.00045902988475187719 0.00028854479013283926 -0.00039947427166519184
leaf_weight=0.0011610831196043219 0.0010207892527322225 0.001257399582822844 0.0010774797166275092 0.0018829556698551943 0.0011371681466648123 0.001001188357953175 0.0017935067817752865 0.0014878783094111633
leaf_count=406 161 279 398 1156 247 187 506 570
internal_value=0 3.21359e-05 -2.72653e-05 3.85544e-05 0.000131681 3.05914e-05 0.000140936 -2.34237e-05
internal_weight=0 0.0107987 0.00954126 0.00846378 0.00658082 0.00544366 0.00444247 0.00328139
internal_count=3910 3749 3470 3072 1916 1669 1482 1076
is_linear=0
shrinkage=0.00196078


Tree=6131
num_leaves=10
num_cat=0
split_feature=48 16 15 15 47 2 4 1 3
split_gain=3.9709e-05 8.15504e-05 7.20882e-05 7.72928e-05 4.37059e-05 6.29379e-05 0.000108415 8.10253e-05 5.33349e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.085165000000000018 0.11043500000000002 -0.34687499999999999 0.089175000000000018 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00051711753824876781 -0.00037559828524194735 -0.00049768836326226015 0.00052982156325274575 -0.00073503793275700002 0.00034057625756753798 0.00032246725105073207 -0.00010203939077089716 -0.00043060630114250063 0.00045007076308161196
leaf_weight=0.0011702202736723838 0.0010233981897656728 0.0011241323225996665 0.0010456523179438503 0.0011086639274359043 0.0010005297651162325 0.0011134835802238232 0.0014535662973450207 0.0013782835472973621 0.0012522053217966609
leaf_count=249 161 418 177 186 213 335 1362 473 336
internal_value=0 2.87745e-05 -3.15292e-05 3.12103e-05 -4.0145e-05 -0.00010055 -0.000191258 -4.36423e-05 0.000153472
internal_weight=0 0.0106467 0.00947652 0.00835238 0.00730673 0.0063062 0.00519272 0.00408406 0.00270577
internal_count=3910 3749 3500 3082 2905 2692 2357 2171 1698
is_linear=0
shrinkage=0.00196078


Tree=6132
num_leaves=9
num_cat=0
split_feature=11 3 3 49 49 0 2 15
split_gain=1.58947e-05 2.44483e-05 3.31488e-05 4.05964e-05 4.82353e-05 5.72366e-05 5.98303e-05 2.64591e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.032484999999999993 0.081110000000000015 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.013960216487673172 -0.011961626930337104 -0.015567436695470206 0.0013786186655119709 0.0070548721701107963 -0.0095250456025214834 -0.0058079115137634604 0.03830350959495446 -0.021438218641991944
leaf_weight=0.0012866174142027445 0.0010257912966938751 0.0012925379387059331 0.0010171359909223001 0.0013426555338413057 0.0013276729136912973 0.001135873740520636 0.0011270313023704621 0.0010158046215444599
leaf_count=247 279 1646 190 343 449 150 423 183
internal_value=0 0.00113809 -0.000859454 0.00186954 0.00677007 0.0127704 0.0213151 -0.0100223
internal_weight=0 0.00954533 0.00825871 0.00696617 0.00493323 0.00360556 0.00246969 0.00203294
internal_count=3910 3631 3384 1738 1365 916 766 373
is_linear=0
shrinkage=0.1


Tree=6133
num_leaves=9
num_cat=0
split_feature=133 50 3 49 3 49 0 457
split_gain=3.31903e-05 4.64793e-05 3.79645e-05 3.73298e-05 6.44181e-05 6.38851e-05 6.87887e-05 4.45724e-05
threshold=0.10064500000000001 0.086465000000000014 -0.12008499999999998 -0.006494999999999999 -0.075954999999999981 1.0000000180025095e-35 -0.052874999999999998 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -6 -4
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00022994298311199387 -0.0004521265095570416 -0.00046480263135477185 -0.00050811123939863633 -0.0003986998922385629 0.00052073064981036205 -0.00026839562734817292 -0.0001236518683857315 7.8657490308957398e-07
leaf_weight=0.0016783296302561382 0.0010209513512956713 0.0010915625213458761 0.0014918770615140321 0.0011730628812822667 0.001752312055971881 0.0011230655778721997 0.0010006350072900086 0.0011891309791519466
leaf_count=341 598 562 393 1077 377 258 147 157
internal_value=0 -8.1802e-05 -3.73663e-05 -9.54036e-05 3.8871e-06 0.000125729 0.000286512 -0.000282395
internal_weight=0 0.0105 0.00940841 0.00773008 0.00504908 0.00387601 0.00275295 0.00268101
internal_count=3910 3312 2750 2409 1859 782 524 550
is_linear=0
shrinkage=0.00196078


Tree=6134
num_leaves=9
num_cat=0
split_feature=484 1375 133 133 3 1 3 13
split_gain=0.000149159 4.44652e-05 5.32181e-05 5.19926e-05 5.90471e-05 9.09006e-05 6.3733e-05 4.58957e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10064500000000001 0.083815000000000014 -0.12008499999999998 0.095575000000000007 0.096385000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.00072992659811498461 -0.00033092395426637827 0.00042006996332227164 -0.00033050087382098146 0.00056665582157846227 -0.00055510518928096229 0.00049508715867594571 -3.1392032939634331e-05 -3.4628250679140892e-05
leaf_weight=0.0010122430791140334 0.0010288626636877169 0.0016650183704588544 0.0010035313985346994 0.0010015836052644526 0.0012011586847337369 0.0016209971853857026 0.0019444135251511488 0.0014230995879863874
leaf_count=627 146 313 512 416 949 310 283 354
internal_value=0 5.69658e-05 9.74417e-05 0.000145933 9.22852e-05 4.11119e-06 0.000207969 -0.000272858
internal_weight=0 0.0108887 0.0098598 0.00885627 0.00785469 0.00618967 0.00356541 0.00262426
internal_count=3910 3283 3137 2625 2209 1896 593 1303
is_linear=0
shrinkage=0.00196078


Tree=6135
num_leaves=8
num_cat=0
split_feature=15 151 12 16 16 3 13
split_gain=1.5889e-05 3.79627e-05 4.4571e-05 0.000118965 9.40127e-05 7.5519e-05 5.94766e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 0.022165000000000004 -0.088024999999999978 -0.094129999999999978
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 -7
right_child=1 2 5 4 -6 6 -8
leaf_value=-0.0086785803260627844 0.017047166909663347 -0.032066618952477144 0.027176385320813935 0.023758873353620327 -0.013308558591743506 0.013209359052351011 -0.020854062329136849
leaf_weight=0.0018370902590613527 0.0013389866435150957 0.0013837603789996667 0.0012198009276312171 0.0012757999764494575 0.0014756304749981557 0.0010004451300265663 0.0010511672259565863
leaf_count=614 487 332 446 472 259 104 1196
internal_value=0 0.00155168 -0.00124963 -0.00814943 0.00387909 0.00747197 -0.00424343
internal_weight=0 0.00874559 0.0074066 0.00413519 0.00275143 0.00327141 0.00205161
internal_count=3910 3296 2809 1063 731 1746 1300
is_linear=0
shrinkage=0.1


Tree=6136
num_leaves=7
num_cat=0
split_feature=1 4 150 16 16 160
split_gain=1.69997e-05 3.72975e-05 1.88607e-05 5.27351e-05 4.11361e-05 5.37891e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.026849999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.0030000857065179522 -0.019429164330507093 -0.018285431106556341 0.011992539214018091 0.015996159539013781 0.012326820326237262 -0.016905429236923845
leaf_weight=0.0019329460517884479 0.001137575226810972 0.0014338792151838535 0.0016331555574383661 0.0018655348965987361 0.0011578678530591992 0.0013793107721991084
leaf_count=454 274 1554 362 501 290 475
internal_value=0 -0.00606509 0.00254828 -0.000235683 0.00472354 -0.00356499
internal_weight=0 0.00336683 0.00717344 0.00554029 0.00440271 0.00253718
internal_count=3910 2008 1902 1540 1266 765
is_linear=0
shrinkage=0.1


Tree=6137
num_leaves=10
num_cat=0
split_feature=4 0 156 43 1 47 49 3 15
split_gain=3.16226e-05 7.05082e-05 3.12511e-05 3.66672e-05 5.07855e-05 3.90057e-05 5.13523e-05 8.18441e-05 3.28445e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.084090000000000012 -0.24333999999999997 0.12263000000000002 0.09252500000000001 -0.073619999999999977 -0.078884999999999997 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.00033980118347174505 -0.00034451217060894299 0.00046909565503589336 -0.00035607083831164162 -0.0003080563852421308 0.00040031149586619493 -0.00037133573640160927 -0.00024215455724106117 8.6310367253391644e-05 0.00053630669045767255
leaf_weight=0.0010087234188814976 0.0010119690862813073 0.0012102626443094696 0.0010290351860738232 0.0011947321538154218 0.0013317100514789624 0.0010243444774099067 0.0013167013454789809 0.0010341588449796447 0.0015707674655720256
leaf_count=192 179 223 413 204 279 255 1354 182 629
internal_value=0 2.33305e-05 -3.33782e-05 5.75989e-06 5.31963e-05 -2.20812e-05 4.78429e-05 0.000156268 0.000357658
internal_weight=0 0.0107237 0.00951342 0.00848438 0.00747241 0.0061407 0.00511636 0.00392163 0.00260493
internal_count=3910 3718 3495 3082 2903 2624 2369 2165 811
is_linear=0
shrinkage=0.00196078


Tree=6138
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 43 12
split_gain=1.71215e-05 3.28714e-05 3.67874e-05 4.21869e-05 5.50859e-05 4.38152e-05 4.77315e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.10666500000000002 0.094010000000000024 -0.089604999999999976 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.018128010398408969 -0.012553286714183551 0.016207700682240866 0.019368339314254808 0.015094203850478863 -0.020363662757407856 0.007441422127660394 -0.018351153431782129
leaf_weight=0.0011069350928921218 0.0010121501587536655 0.0012548767790603365 0.001160599517781392 0.0017235115069069301 0.0013512912619433716 0.0016778756239212555 0.0012535155575082572
leaf_count=282 689 396 342 133 682 297 1089
internal_value=0 0.0011262 -0.00116121 0.00145937 -0.00285784 0.00292308 -0.00358795
internal_weight=0 0.00952861 0.00827373 0.00716679 0.00544328 0.00409199 0.00293139
internal_count=3910 3221 2825 2543 2410 1728 1386
is_linear=0
shrinkage=0.1


Tree=6139
num_leaves=9
num_cat=0
split_feature=133 50 3 49 3 49 0 160
split_gain=2.57675e-05 4.42162e-05 4.06319e-05 4.83442e-05 5.36969e-05 5.86282e-05 5.40408e-05 3.94264e-05
threshold=0.099765000000000006 0.086465000000000014 -0.12008499999999998 -0.006494999999999999 -0.075954999999999981 1.0000000180025095e-35 -0.053834999999999994 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -6 -4
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00033756419157676855 -0.00030836530743988714 -0.00036065740121865109 -0.00043560103199742845 -0.00025791265436549436 0.00058120028391112836 -0.0001555072317975091 1.1455726140639127e-05 4.485571703187668e-05
leaf_weight=0.0016781633864086662 0.0010202459842412618 0.0010640817690651472 0.001424130337477568 0.001155921294183107 0.0017771351627416626 0.0011195102705937542 0.0010003510985746211 0.0012184984088460991
leaf_count=340 608 562 373 1074 373 257 149 174
internal_value=0 1.81203e-05 6.11182e-05 8.33796e-07 0.000113224 0.00022331 0.000375999 -0.000214066
internal_weight=0 0.0104378 0.00937371 0.00769555 0.00505292 0.003897 0.00277749 0.00264263
internal_count=3910 3302 2740 2400 1853 779 522 547
is_linear=0
shrinkage=0.00196078


Tree=6140
num_leaves=11
num_cat=0
split_feature=484 133 484 42 43 0 47 48 15 16
split_gain=0.000158588 6.05494e-05 6.70275e-05 8.40259e-05 9.8019e-05 9.80918e-05 6.01466e-05 0.000124538 0.000130139 4.06081e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 0.09252500000000001 0.086215000000000014 -1.0000000180025095e-35 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -6 -10
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11
leaf_value=-0.00075888924667359735 -0.00037542778396171419 -0.00039774826590587687 -0.00037312322944667189 0.00018520416756223856 0.00093288472952520666 0.00096980324811619543 -0.00034625897898947445 -0.00034093556216816591 0.00036093277152554262 -0.00018497266421629456
leaf_weight=0.0010116742314911819 0.0010250465383188382 0.0010424036804402943 0.0010379176631836367 0.0013327546870754137 0.0010882080792207981 0.0011338043027777889 0.0010513985294912263 0.0012826016654924827 0.0010846397502382431 0.0010133336196093113
leaf_count=627 320 516 337 476 303 205 148 184 254 540
internal_value=0 5.20692e-05 9.87265e-05 0.000153071 0.0002209 0.000545861 7.56995e-05 0.000174976 0.000382657 9.72572e-05
internal_weight=0 0.0110921 0.0100497 0.00901179 0.00798674 0.00246656 0.00552018 0.00446878 0.00318618 0.00209797
internal_count=3910 3283 2767 2430 2110 681 1429 1281 1097 794
is_linear=0
shrinkage=0.00196078


Tree=6141
num_leaves=11
num_cat=0
split_feature=133 50 1375 156 12 1 12 43 2 3
split_gain=3.83033e-05 5.98452e-05 4.92713e-05 5.67865e-05 4.58029e-05 8.60498e-05 4.9621e-05 7.82443e-05 6.11183e-05 6.80572e-05
threshold=0.10064500000000001 0.086465000000000014 -1.0000000180025095e-35 0.084090000000000012 -0.036459999999999992 0.12263000000000002 0.096315000000000026 -0.083899999999999988 0.099015000000000006 -0.025254999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -9
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00032192785014853838 -0.00037076205652019468 -0.00040750264854513639 -0.00019329335808380394 -0.00027561418188536986 0.00070140003279460321 0.00075917251352434849 -0.00021951480046394526 -0.00045840194133589572 0.00047101347285104282 0.00024080348190830457
leaf_weight=0.0010633020485551975 0.0010132665755827096 0.0010918833537664008 0.0010444750301934558 0.0011755128647651832 0.0010799859722792535 0.0010632862715910839 0.001115132250202616 0.0010451265694196655 0.0010841226831029664 0.0010969690569204338
leaf_count=168 598 562 355 427 270 126 291 816 209 88
internal_value=0 2.78554e-05 7.65209e-05 0.000125193 0.000187771 0.000249149 0.000149118 0.000244578 9.1656e-05 -0.000100338
internal_weight=0 0.0108598 0.00976791 0.00870461 0.0075291 0.00648462 0.00542134 0.0043062 0.00322622 0.0021421
internal_count=3910 3312 2750 2582 2155 1800 1674 1383 1113 904
is_linear=0
shrinkage=0.00196078


Tree=6142
num_leaves=9
num_cat=0
split_feature=12 156 15 15 0 43 150 47
split_gain=1.69117e-05 3.37839e-05 3.77528e-05 6.94291e-05 5.20795e-05 5.53854e-05 3.94657e-05 2.6253e-05
threshold=0.10700500000000002 0.084090000000000012 -0.076594999999999983 -0.031229999999999997 -0.082994999999999985 -0.099214999999999984 0.082965000000000025 0.087850000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 -1
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.0008789478049173018 -0.01226393116773792 -0.01573546044687996 0.030351715399667786 0.01581330992238187 0.010800975309939165 -0.019944785442862177 0.01109170830202762 -0.022695308924308637
leaf_weight=0.0010165412748983371 0.0010452693721855972 0.0010556276678452782 0.0011364636007977916 0.0017015935728478208 0.0010093822219942904 0.0013965183567892453 0.0010138412376002703 0.0012059518792718641
leaf_count=569 355 520 300 718 180 796 208 264
internal_value=0 0.00113487 0.00323489 0.00847652 0.00242408 -0.00704557 -0.00525833 -0.0127168
internal_weight=0 0.00953592 0.00848029 0.00524396 0.00410749 0.0024059 0.00323633 0.00222249
internal_count=3910 3555 3035 1994 1694 976 1041 833
is_linear=0
shrinkage=0.1


Tree=6143
num_leaves=10
num_cat=0
split_feature=484 42 2 151 4 1 0 133 43
split_gain=0.000173853 4.63822e-05 5.93452e-05 6.8307e-05 9.68826e-05 9.16001e-05 8.01077e-05 7.23022e-05 1.1652e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12663500000000003 -0.0088999999999999982 0.074650000000000008 0.083930000000000018 -0.10071499999999999 1.0000000180025095e-35 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 7 -7 -5 -2
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00078709557450832809 -5.6309231953300045e-05 -0.00015189611717388813 -0.00031015426921461825 0.00068254176740172566 0.00066266474885067741 0.0002056176924203328 -0.00056082782519296329 -6.5733039486392123e-06 -0.00035283550588775591
leaf_weight=0.0010092751949275164 0.0010146748260830033 0.0018506666955259198 0.0010797709268409684 0.0013583687228060962 0.0017883589235642098 0.0010527634923303134 0.0010444275133474755 0.0010286422800509184 0.0010233170389729578
leaf_count=627 149 403 278 348 259 109 517 382 838
internal_value=0 6.24486e-05 0.000121719 0.000179126 0.000276791 0.000122899 -0.000176082 0.000385579 -0.000205201
internal_weight=0 0.011241 0.009203 0.00812323 0.00627256 0.0044842 0.00209719 0.00238701 0.00203799
internal_count=3910 3283 2296 2018 1615 1356 626 730 987
is_linear=0
shrinkage=0.00196078


Tree=6144
num_leaves=9
num_cat=0
split_feature=0 43 15 13 52 1 2 13
split_gain=1.49305e-05 3.81999e-05 5.68961e-05 3.75365e-05 6.25887e-05 7.73685e-05 5.59641e-05 3.66025e-05
threshold=-0.017269999999999997 -0.079374999999999987 -1.0000000180025095e-35 -0.057284999999999996 1.0000000180025095e-35 0.10752500000000002 0.091525000000000009 -0.017604999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3 -2
right_child=7 3 -4 4 -6 -7 -8 -9
leaf_value=-0.028865973391707558 -0.0068939968185632835 -0.0035385182283982591 0.0037766581197139059 0.00057579218076379249 0.0161392143849221 -0.033612674485884106 0.028449037050709752 0.018714563047203894
leaf_weight=0.0011435642211103036 0.0010247699995749753 0.0010982447297937462 0.0010016783279473719 0.0018405322544415574 0.0011209567089667809 0.0010336584272263444 0.0010895867617379575 0.0012257182410796989
leaf_count=856 116 704 328 513 484 116 463 330
internal_value=0 -0.00212632 -0.0136241 0.00186296 -0.00390296 -0.0117196 0.012392 0.00705359
internal_weight=0 0.00832822 0.00214524 0.00618298 0.00399515 0.00287419 0.00218783 0.00225049
internal_count=3910 3464 1184 2280 1113 629 1167 446
is_linear=0
shrinkage=0.1


Tree=6145
num_leaves=9
num_cat=0
split_feature=133 50 156 160 42 0 47 4
split_gain=2.96948e-05 5.07637e-05 4.26059e-05 4.69104e-05 6.05213e-05 8.53549e-05 7.61626e-05 6.10524e-05
threshold=0.099765000000000006 0.086465000000000014 0.084090000000000012 0.090735000000000024 -1.0000000180025095e-35 -0.06402999999999999 0.09252500000000001 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00018477998390083132 -0.00032358678578180329 -0.00037446892637801307 -0.00028007874425839982 -0.0002726706939304272 3.7646108768344773e-05 0.00067831927780076648 -0.00034034237718661581 0.00056639742012150492
leaf_weight=0.0014285889068125354 0.0010165711095532015 0.0010848079694245052 0.0011519840197586036 0.001015139317673561 0.0019050889827838921 0.0014486612450465407 0.0010189794631004032 0.0015011209241456752
leaf_count=594 608 562 488 264 633 303 168 290
internal_value=0 2.73021e-05 7.33279e-05 0.000122275 0.000177178 0.00026521 0.000129971 0.000270667
internal_weight=0 0.0105544 0.00946956 0.00831758 0.00730244 0.00587385 0.00442519 0.00340621
internal_count=3910 3302 2740 2252 1988 1394 1091 923
is_linear=0
shrinkage=0.00196078


Tree=6146
num_leaves=10
num_cat=0
split_feature=484 133 484 42 43 0 13 0 1
split_gain=0.000166063 3.79391e-05 5.74948e-05 9.76844e-05 9.59874e-05 8.89591e-05 4.44555e-05 0.000107633 3.94229e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.0041499999999999983 -0.15517999999999996 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -6
right_child=1 -3 -4 4 6 -7 7 -9 -10
leaf_value=-0.00077192821715063619 -0.0004181323257422275 -0.00030495419211363465 -0.00034615103667147337 0.0001929632896049196 -0.00040771870411255483 0.00094456865633050634 -9.7541478312073658e-05 0.00061763353742617173 0.00011414590434034744
leaf_weight=0.001024575016488523 0.0010622688555346543 0.0010316071488725353 0.0010420785134768141 0.0013150684712293047 0.0010938544237044752 0.0011219841690304167 0.0018414864458152838 0.0014430699439085767 0.0011329725922978452
leaf_count=627 320 516 337 476 586 205 139 383 321
internal_value=0 5.31449e-05 8.98927e-05 0.000140321 0.000214955 0.000538992 7.1671e-05 0.000216671 -0.000142203
internal_weight=0 0.0110844 0.0100528 0.0090107 0.00794844 0.00243705 0.00551138 0.00328456 0.00222683
internal_count=3910 3283 2767 2430 2110 681 1429 522 907
is_linear=0
shrinkage=0.00196078


Tree=6147
num_leaves=10
num_cat=0
split_feature=484 15 42 124 151 42 1 4 3
split_gain=0.000151221 4.44949e-05 0.000114656 6.95112e-05 0.000102244 0.000133991 8.65726e-05 0.000104562 0.00010354
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 -0.018779999999999995 -0.044604999999999992 0.083815000000000014 0.095575000000000007 -0.029114999999999999 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 -8
right_child=1 2 -4 4 5 -7 8 -9 -10
leaf_value=-0.00073627201220637377 -0.00035208038323480229 -0.00044694091922884815 0.00037330257347079667 -0.00028211270063374297 0.00062266018357908198 -0.00017832131562704675 0.0012113190872081662 -0.00024693849748443119 0.0003551889701814715
leaf_weight=0.0010148272497026182 0.0010228265613256267 0.0018509375745939139 0.0010141975574860932 0.0014031053285370777 0.0011081492583042167 0.0015973614467466399 0.0010335471493067199 0.0010218028100936116 0.0011445483388608912
leaf_count=627 280 730 621 351 127 509 199 322 144
internal_value=0 5.41878e-05 -0.000156592 0.000126675 0.000193676 0.000306722 0.000486569 0.000205487 0.000761439
internal_weight=0 0.0111965 0.00286514 0.00833134 0.00730851 0.00590541 0.00430805 0.00212995 0.0021781
internal_count=3910 3283 1351 1932 1652 1301 792 449 343
is_linear=0
shrinkage=0.00196078


Tree=6148
num_leaves=8
num_cat=0
split_feature=50 4 2 48 42 15 0
split_gain=1.6333e-05 3.37713e-05 3.38177e-05 4.09865e-05 5.9366e-05 4.72066e-05 4.86911e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.083775000000000002 0.084100000000000022 0.024640000000000006 -0.029849999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.024489839940548944 -0.012218565975742689 0.016325948865342825 -0.017281372099500501 0.01384104709662078 -0.019795642249008302 -0.013620645062914608 -0.0027393752283845088
leaf_weight=0.0013144783353682586 0.0010184749868438455 0.0012647586384720829 0.001131634504098024 0.0019167045137564627 0.0015348377634903988 0.0011216427461721149 0.0013123960122137632
leaf_count=366 689 396 331 467 922 568 171
internal_value=0 0.00110009 -0.0012112 0.00131455 -0.00322984 0.00355306 0.010886
internal_weight=0 0.00959645 0.00833169 0.00720006 0.00528335 0.00374852 0.00262687
internal_count=3910 3221 2825 2494 2027 1105 537
is_linear=0
shrinkage=0.1


Tree=6149
num_leaves=11
num_cat=0
split_feature=484 42 43 3 16 16 2 0 0 2
split_gain=0.00015073 4.02065e-05 6.5262e-05 0.000136798 6.10694e-05 5.77159e-05 7.62193e-05 3.70014e-05 3.61063e-05 3.56596e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.074254999999999988 -0.076234999999999983 0.15737500000000001 -0.19424999999999998 0.092175000000000021 -0.11208499999999998 -0.077944999999999987 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 9 7 -7 -3 -4
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00072792225310463002 -0.00031387674288626134 -0.00019678113058121653 7.6212412609161202e-05 0.00093107360903903419 -0.00039851801883841054 0.0002779243051058968 0.00057581289136875483 -0.00023035117998444724 0.00030976551134837227 -0.00043672621279985697
leaf_weight=0.0010151658907434436 0.0010006720072041125 0.0010905689813311388 0.0010331583372138278 0.0010011378758878328 0.0012593966912221363 0.001000034836073226 0.0014497224415648208 0.0012254105416456991 0.0010735988818993758 0.0010513270764637007
leaf_count=627 254 528 175 341 297 87 396 854 191 160
internal_value=0 6.11656e-05 9.80157e-05 0.000331751 -7.38943e-06 7.81341e-05 0.000225957 -1.95052e-06 5.45062e-05 -0.000182492
internal_weight=0 0.011185 0.0101844 0.00316531 0.00701905 0.00575965 0.00367517 0.00222545 0.00216417 0.00208449
internal_count=3910 3283 3029 1060 1969 1672 1337 941 719 335
is_linear=0
shrinkage=0.00196078


Tree=6150
num_leaves=10
num_cat=0
split_feature=484 1375 4 0 1 2 3 12 0
split_gain=0.000130519 4.50743e-05 4.02688e-05 0.000109993 5.47499e-05 7.13786e-05 0.000145005 0.000114679 6.97465e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.092005000000000017 0.097345000000000015 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 7 -7 -6 -4
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=-0.00068648562446063752 -0.00033359535096370374 -0.00028209778411210422 -0.00059709430853139927 0.00070686660589035048 -0.0004099487811700099 0.00077499887962369988 -5.7902819447944059e-05 0.00041403110118966026 0.0001304131839463165
leaf_weight=0.0010156433082821733 0.0010774864158836868 0.0010152341877409645 0.001002097283579205 0.0011137217236623061 0.00166864827659225 0.0015445414808680268 0.0016752686057197371 0.0010631543771674658 0.0010247502431670701
leaf_count=627 146 167 731 200 565 363 241 140 730
internal_value=0 4.76393e-05 8.82803e-05 0.000129637 4.90606e-05 0.000143849 0.00034164 -8.92749e-05 -0.000229275
internal_weight=0 0.0111849 0.0101074 0.00909218 0.00797846 0.00595161 0.00321981 0.0027318 0.00202685
internal_count=3910 3283 3137 2970 2770 1309 604 705 1461
is_linear=0
shrinkage=0.00196078


Tree=6151
num_leaves=10
num_cat=0
split_feature=484 42 0 43 47 4 16 4 15
split_gain=0.000151894 5.41333e-05 6.09371e-05 9.2198e-05 6.94465e-05 7.83443e-05 9.728e-05 5.8473e-05 5.18184e-05
threshold=-1.0000000180025095e-35 -0.097204999999999986 -0.06402999999999999 -0.074254999999999988 0.09252500000000001 0.015635000000000003 -0.30307999999999996 -0.077679999999999985 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 -3 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=-0.00073535842560385519 -0.00037169990403424804 0.00023992257021953836 0.00075160651803576884 5.550993447937365e-05 -0.0003928062703768632 -0.00011319895601050714 0.00063822162931633246 -9.9133655422217426e-06 -0.00062296582401494402
leaf_weight=0.001016364900398835 0.0010387606309471041 0.0011733933490639227 0.0012089547397634241 0.0018525195332021478 0.0013938726124056557 0.001106635877990082 0.0016500742829383373 0.0010994395913556687 0.0010236232172142782
leaf_count=627 254 722 217 431 218 277 209 235 720
internal_value=0 5.53072e-05 9.75166e-05 0.000330394 1.78102e-06 9.26433e-05 0.000336576 -0.000111349 -0.000305493
internal_weight=0 0.0115473 0.0105085 0.00306147 0.00744704 0.00605317 0.00275671 0.00329646 0.00212306
internal_count=3910 3283 3029 648 2381 2163 486 1677 955
is_linear=0
shrinkage=0.00196078


Tree=6152
num_leaves=9
num_cat=0
split_feature=14 49 2 4 0 1 3 4
split_gain=2.41028e-05 4.24146e-05 5.95341e-05 8.95181e-05 5.0936e-05 3.31533e-05 7.3702e-05 1.9042e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.10946500000000002 -0.34687499999999999 -0.06402999999999999 0.089175000000000018 -0.078884999999999997 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7
right_child=1 -3 -4 4 -6 7 -8 -9
leaf_value=-0.014950925862892284 -0.032571768998400294 0.020383192452419239 0.015182230872264439 -0.016315472275312614 0.017443645398622219 -0.02385226217316121 0.018620925399016632 -0.0048973973905519835
leaf_weight=0.0010003330552549169 0.0010183674523227661 0.0010448548806968857 0.0018083957515636975 0.001113610143811109 0.0012511029129746486 0.0010717152292244788 0.0013191178472413234 0.0010485106437200967
leaf_count=196 183 701 440 1237 206 464 306 177
internal_value=0 0.00135422 -0.000949439 -0.0052254 -0.000427269 -0.005338 0.00262837 -0.0144786
internal_weight=0 0.00967567 0.00863082 0.00682242 0.00580406 0.00455295 0.00243273 0.00212023
internal_count=3910 3714 3013 2573 2390 2184 1543 641
is_linear=0
shrinkage=0.1


Tree=6153
num_leaves=9
num_cat=0
split_feature=0 42 4 15 1 1 16 49
split_gain=1.72837e-05 3.53862e-05 4.27945e-05 4.78996e-05 3.88885e-05 3.22547e-05 2.96849e-05 2.93719e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.06272999999999998 -0.07142999999999998 0.11052000000000002 0.091655000000000014 0.22945500000000005 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -2 -5
right_child=6 2 3 7 -6 -7 -8 -9
leaf_value=-0.017379347815669344 -0.002817604403193705 -0.016359283128083164 -0.0073276500299262375 0.0036898701944097952 -0.01576689584986439 0.016671274134522112 0.020226139693110757 0.026991893529444491
leaf_weight=0.0013051106470402338 0.0012352950664366981 0.001236530953114749 0.0010599261481171417 0.0010321346279853916 0.0014245452140643853 0.0011874207921734336 0.0010211237253202055 0.0011366414383485067
leaf_count=1005 277 753 452 277 329 178 169 470
internal_value=0 -0.00224924 0.000540918 0.00411887 -0.00284093 0.00535256 0.00761065 0.0159023
internal_weight=0 0.00838231 0.0070772 0.00584067 0.00367189 0.00224735 0.00225642 0.00216878
internal_count=3910 3464 2459 1706 959 630 446 747
is_linear=0
shrinkage=0.1


Tree=6154
num_leaves=10
num_cat=0
split_feature=484 133 484 42 43 0 16 52 1
split_gain=0.000132618 5.71797e-05 5.78631e-05 9.97404e-05 0.000134542 8.14516e-05 4.95994e-05 0.000123131 9.13901e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.074254999999999988 -0.070894999999999986 -0.19424999999999998 0.0033900000000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 8 -8
right_child=1 -3 -4 4 6 -7 7 -9 -10
leaf_value=-0.00070295711368894231 -0.00042505256314936686 -0.00040188611104001161 -0.00035296056010392942 0.00026236070347638067 -0.00022534216649899231 0.00097715249224288362 -0.00039240922523453846 0.00071184915507567492 0.00035384763462413901
leaf_weight=0.0010005889351246923 0.0010682016724576264 0.0010115201145232391 0.0010304836603234344 0.0013226134359561443 0.0017941050491371681 0.0011422437056212895 0.0014403219007999698 0.0011282386785289268 0.0011227503448774014
leaf_count=627 320 516 337 476 264 205 410 487 268
internal_value=0 4.2476e-05 8.72052e-05 0.0001375 0.000213085 0.000593604 4.20998e-05 0.000172086 -6.55124e-05
internal_weight=0 0.0110605 0.010049 0.00901847 0.00795027 0.00246486 0.00548542 0.00369131 0.00256307
internal_count=3910 3283 2767 2430 2110 681 1429 1165 678
is_linear=0
shrinkage=0.00196078


Tree=6155
num_leaves=9
num_cat=0
split_feature=43 13 0 1 13 43 52 2
split_gain=1.63371e-05 3.92934e-05 3.65153e-05 3.29177e-05 5.03957e-05 6.57863e-05 5.5953e-05 3.67446e-05
threshold=-0.062599999999999989 0.17936000000000002 -0.077944999999999987 0.11849500000000002 -0.0041499999999999983 0.070805000000000021 -0.069134999999999988 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 -8
right_child=3 -3 -4 -5 6 -7 7 -9
leaf_value=-0.0013991652042582663 -0.03644978745216855 -0.010932655260453965 0.021985302773112253 0.012464731953803564 -0.015613110701270964 -0.0010885933990710678 0.021880732255886982 -0.0034604611547848167
leaf_weight=0.0012041102092953939 0.0010341957352969916 0.0010885517865509911 0.0014991185360837839 0.0011370184649942879 0.0012960710306332626 0.0010709091084542058 0.0012577399908182364 0.0010497619655342755
leaf_count=1037 924 206 519 274 263 274 219 194
internal_value=0 0.00510923 0.0115691 -0.00307309 -0.00616782 -0.0184608 0.00101341 0.0103522
internal_weight=0 0.00379178 0.00270323 0.0068457 0.00570868 0.0021051 0.00360357 0.0023075
internal_count=3910 1762 1556 2148 1874 1198 676 413
is_linear=0
shrinkage=0.1


Tree=6156
num_leaves=9
num_cat=0
split_feature=133 160 42 4 12 52 49 484
split_gain=1.68513e-05 3.49154e-05 4.15119e-05 3.86655e-05 5.42609e-05 6.84475e-05 0.000110237 2.68935e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.074650000000000008 0.093225000000000016 0.071660000000000015 -0.047894999999999993 0.085090000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 6 -4 -2
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.01162201184879031 -0.024097026005578035 -0.014980403064995207 0.019442958158041413 0.016748834448436837 -0.01995469928539173 0.027210429158425222 -0.025685219986775806 -0.0012558138103391265
leaf_weight=0.0010921813846010266 0.0010613642000702407 0.0012436005482857259 0.0010441832705895449 0.0019384056248584426 0.0010553878192380382 0.0010444724336368207 0.0011239203996652198 0.0010022353316878258
leaf_count=604 714 618 181 369 370 207 475 372
internal_value=0 -0.00149297 0.00169542 0.00503684 -0.000282461 0.00618022 -0.00395098 -0.0130037
internal_weight=0 0.00951357 0.00744997 0.00620637 0.00426796 0.00321258 0.0021681 0.0020636
internal_count=3910 3306 2220 1602 1233 863 656 1086
is_linear=0
shrinkage=0.1


Tree=6157
num_leaves=9
num_cat=0
split_feature=14 49 2 4 12 4 3 13
split_gain=2.2887e-05 4.50323e-05 6.63382e-05 5.25948e-05 5.62763e-05 5.25775e-05 4.04365e-05 4.86216e-06
threshold=-1.0000000180025095e-35 0.090445000000000011 0.10910500000000002 -0.08422499999999998 0.093125000000000013 -1.0000000180025095e-35 0.013395000000000002 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00027704968932881638 -0.00028095718162806732 0.00041428013566046187 0.00029684143060492867 0.00010422991270305416 0.00031809206078506949 -0.00062013048966464454 -6.8539820616081573e-05 -0.00047415408594247326
leaf_weight=0.0010921995773382235 0.0010028694797789702 0.0010123481230075787 0.0019947863324947914 0.0019268899290023908 0.0014957896890121234 0.0010327077957521798 0.0010114107835780951 0.001000444061830155
leaf_count=196 313 551 457 1098 505 347 93 350
internal_value=0 2.1218e-05 -2.08232e-05 -0.000105651 -6.0542e-06 -0.000128153 -0.000347209 -0.000377439
internal_weight=0 0.0104772 0.0094649 0.00747011 0.0054668 0.00397101 0.00204412 0.00200331
internal_count=3910 3714 3163 2706 2043 1538 440 663
is_linear=0
shrinkage=0.00196078


Tree=6158
num_leaves=8
num_cat=0
split_feature=123 133 160 2 13 4 3
split_gain=4.25613e-05 4.67173e-05 5.47209e-05 4.7224e-05 8.00127e-05 0.000105334 8.26185e-05
threshold=1.0000000180025095e-35 -0.036599999999999987 -1.0000000180025095e-35 0.11934000000000002 -0.083514999999999992 0.0057500000000000008 0.0066850000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00029146201155170771 0.00038027264824556321 -0.00039418973078083117 0.00038364060609661488 -0.00040038338723890032 -0.00043233106534166881 -0.00019654773375749529 0.00052696911457144767
leaf_weight=0.0014056003287502899 0.0010068880730062487 0.0018460894372148021 0.0019023206188783712 0.0010566632090985226 0.0019860456985939493 0.0011770520714874115 0.0012524558716597856
leaf_count=755 334 968 357 206 1021 196 73
internal_value=0 -4.15259e-05 -9.22869e-05 -1.67107e-05 4.74585e-05 -9.73764e-05 0.000176438
internal_weight=0 0.0106262 0.00922063 0.00737454 0.00631787 0.00441555 0.00242951
internal_count=3910 3576 2821 1853 1647 1290 269
is_linear=0
shrinkage=0.00196078


Tree=6159
num_leaves=10
num_cat=0
split_feature=11 3 49 0 133 160 2 2 2
split_gain=5.6256e-05 5.18338e-05 4.67557e-05 7.49787e-05 5.36197e-05 5.46449e-05 5.3797e-05 4.83051e-05 3.35912e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.0019649999999999997 -0.10783 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10393500000000001 0.083585000000000007 0.096750000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 -6 7 -7 -3
right_child=-2 2 4 -5 5 6 -8 -9 -10
leaf_value=0.00040338431130079245 -0.0004552953587710981 0.00024601478972363227 -0.00034511413914816076 -0.00065460137255887133 -0.00020798454665210922 0.00018835772288799629 -5.8031088206843739e-05 0.00069245341173339672 -0.00025525347296806596
leaf_weight=0.0012611302006113366 0.0010052137924377444 0.0010306446396972893 0.0010102388082236071 0.0010182104682604368 0.0013105905179648224 0.0017591135404405919 0.0014875144463270028 0.0012503020487749418 0.0010252847030196286
leaf_count=192 254 93 938 475 673 397 314 425 149
internal_value=0 2.90155e-05 -1.87132e-05 -0.000219468 7.18075e-05 0.000144332 0.000247012 0.000397791 -3.96592e-06
internal_weight=0 0.011153 0.0098919 0.00307414 0.00681776 0.00580752 0.00449693 0.00300942 0.00205593
internal_count=3910 3656 3464 717 2747 1809 1136 822 242
is_linear=0
shrinkage=0.00196078


Tree=6160
num_leaves=8
num_cat=0
split_feature=14 49 2 52 3 4 0
split_gain=1.78178e-05 3.44078e-05 4.92897e-05 6.53484e-05 9.20569e-05 0.000118566 6.45602e-05
threshold=-1.0000000180025095e-35 0.010625000000000001 0.10910500000000002 0.086950000000000013 -0.089974999999999986 -0.077679999999999985 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.012837594675596711 -0.024278007765898252 0.017540753434816949 0.013960440761700169 -0.024407284972765481 0.036493371750377944 0.010230074590114714 -0.018612800686925356
leaf_weight=0.0010013569846448077 0.0012045774949460712 0.0011338287204868758 0.0017479622275793612 0.0013668769788047451 0.0010330035403376672 0.0017506692266237632 0.0013939777957714574
leaf_count=196 435 734 434 772 452 185 702
internal_value=0 0.00117803 -0.00100538 -0.0048814 7.74189e-05 0.00710003 -0.00255557
internal_weight=0 0.0096309 0.00849707 0.00674911 0.00538223 0.00417765 0.00314465
internal_count=3910 3714 2980 2546 1774 1339 887
is_linear=0
shrinkage=0.1


Tree=6161
num_leaves=8
num_cat=0
split_feature=484 4 12 47 13 0 43
split_gain=0.000134928 5.18259e-05 6.2653e-05 7.31193e-05 6.68135e-05 7.45233e-05 0.000153218
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.036459999999999992 0.092255000000000018 -0.09547499999999999 -0.10943499999999999 -0.083899999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.00068451225492154836 -0.00041328264551385348 0.00037706437018469608 0.00029487200246730273 0.00043298244644800736 0.00015722935494889856 8.7109249783796669e-05 -0.00078180034642349159
leaf_weight=0.0010277970012256442 0.0012185082842319202 0.0016637478390663469 0.0018294900206630004 0.0016486838207101281 0.0019647218595633519 0.0016249450323860192 0.0015008868848767716
leaf_count=627 282 420 227 226 188 491 1449
internal_value=0 5.71247e-05 2.73765e-06 6.18974e-05 -2.65127e-05 -0.000142015 -0.000330103
internal_weight=0 0.011451 0.00978724 0.00856873 0.00692004 0.00509055 0.00312583
internal_count=3910 3283 2863 2581 2355 2128 1940
is_linear=0
shrinkage=0.00196078


Tree=6162
num_leaves=8
num_cat=0
split_feature=43 3 2 48 0 12 51
split_gain=1.88971e-05 3.76463e-05 3.64031e-05 3.12005e-05 3.84183e-05 4.00602e-05 2.16058e-05
threshold=-0.062599999999999989 -0.075954999999999981 0.086650000000000019 0.086125000000000021 -0.19631499999999999 0.086765000000000023 0.086360000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -5
right_child=3 -3 -4 6 5 -7 -8
leaf_value=-0.016435026305430051 0.018343618659444276 0.017892564896909609 0.0088836398198726216 -0.023927571702325252 -0.01339379995185673 0.0072166826247191647 -0.0033180608955389597
leaf_weight=0.0010322796257109907 0.0010207997085692247 0.0014935366436294199 0.001262301553766832 0.0010197008434215198 0.0019685418979560189 0.0018103055896448571 0.0010149826916391633
leaf_count=501 122 532 729 207 675 985 159
internal_value=0 0.00553612 -0.00250665 -0.00326929 0.00112994 -0.00352008 -0.0136467
internal_weight=0 0.00378812 0.00229458 0.00683433 0.00479965 0.00377885 0.00203468
internal_count=3910 1762 1230 2148 1782 1660 366
is_linear=0
shrinkage=0.1


Tree=6163
num_leaves=9
num_cat=0
split_feature=0 52 48 3 3 12 16 3
split_gain=1.68067e-05 3.30391e-05 3.56634e-05 3.39408e-05 5.23021e-05 3.05507e-05 2.15008e-05 7.62741e-06
threshold=-0.017269999999999997 -0.092854999999999979 0.087235000000000021 -0.08348499999999999 -1.0000000180025095e-35 0.091475000000000015 -0.057604999999999996 0.10223
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 -6 -4
right_child=5 2 7 4 6 -7 -8 -9
leaf_value=-0.016201128132555521 0.019275145048136832 0.017790765862094896 -0.016682749366561604 -0.01688227770150065 -0.0012586270740618836 -0.0040341926685920964 0.018475318954177901 -0.0044082700584070047
leaf_weight=0.0013995784557032306 0.001118375441539466 0.0014975342630652918 0.0010104825590738931 0.0012191554664098985 0.0010707331796267008 0.0011308619715849769 0.0011398708570521528 0.0010145535237436956
leaf_count=597 280 903 338 1208 200 166 106 112
internal_value=0 -0.00218307 0.000638913 0.00523045 -0.000253749 0.00755578 0.00891694 -0.0105332
internal_weight=0 0.00835191 0.00695233 0.00492729 0.00342976 0.00224924 0.0022106 0.00202504
internal_count=3910 3464 2867 2417 1514 446 306 450
is_linear=0
shrinkage=0.1


Tree=6164
num_leaves=9
num_cat=0
split_feature=1 3 15 3 13 4 3 12
split_gain=1.66468e-05 5.20575e-05 4.55749e-05 4.46837e-05 3.50204e-05 9.59629e-05 8.51821e-05 5.49166e-05
threshold=0.088010000000000019 -0.115685 -1.0000000180025095e-35 -0.032959999999999996 -0.0024749999999999993 0.0057500000000000008 0.11265500000000002 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 -2
right_child=4 2 3 -5 5 6 -8 -9
leaf_value=0.013616040135173891 0.029756890440287904 -0.028674796247295194 -0.018665375323344984 0.0095972079692004802 -0.028398083530887432 0.022398424824048451 -0.012326263953377683 -0.0015439730861918667
leaf_weight=0.0011406830039038919 0.0010594051685385766 0.0010245265568649838 0.0010250997730491503 0.001231371740446756 0.0010452779283486617 0.0015934718250368478 0.0012690357472101566 0.0011902887317816486
leaf_count=200 513 1021 990 114 332 197 95 448
internal_value=0 -0.00478611 -0.0111839 -0.00324229 0.00325648 -0.00246562 0.00700393 0.0131959
internal_weight=0 0.00442168 0.003281 0.00225647 0.00615748 0.00390779 0.00286251 0.00224969
internal_count=3910 2325 2125 1104 1585 624 292 961
is_linear=0
shrinkage=0.1


Tree=6165
num_leaves=8
num_cat=0
split_feature=11 43 15 4 13 15 151
split_gain=1.63683e-05 2.65563e-05 5.99706e-05 5.0033e-05 3.71385e-05 5.39764e-05 3.9436e-05
threshold=0.077330000000000024 -0.062599999999999989 -0.053579999999999996 -0.068329999999999988 -0.09547499999999999 -1.0000000180025095e-35 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.026350661638018261 -0.01218750237447549 0.0090271661290557016 0.013718858530153324 -0.017132190679832203 -0.015042684495336973 -0.023273224872933221 0.0092813336554415926
leaf_weight=0.0011935795428145456 0.0010119135481818408 0.0018948637489770064 0.0010508175766408914 0.0010518800842445818 0.0010589255339621541 0.0014775845994363479 0.0017987373843863542
leaf_count=792 279 348 366 508 155 1033 429
internal_value=0 0.00118926 0.0084479 -0.00171446 -0.00265121 -0.00775563 0.000267911
internal_weight=0 0.00952639 0.00329628 0.0021027 0.00623011 0.00433525 0.00285766
internal_count=3910 3631 1666 874 1965 1617 584
is_linear=0
shrinkage=0.1


Tree=6166
num_leaves=10
num_cat=0
split_feature=484 133 42 484 43 3 16 52 4
split_gain=0.000160355 4.77975e-05 6.71161e-05 0.000100984 0.000122062 0.000102459 5.87727e-05 0.000125141 0.000104762
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.087270000000000014 -0.074254999999999988 -0.078669999999999976 -0.19424999999999998 0.0033900000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 -8
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=-0.00074737433350645279 -0.00035386558392508697 -0.00034649833014831286 0.0002536638926982821 -0.00042620070544476093 -0.00021938151647988451 0.0010457220781459309 -0.00039644980533510622 0.00073201367923857771 0.00037635000389038298
leaf_weight=0.001054320843067791 0.001165458925576999 0.0010587331832928619 0.0015863061147592249 0.0010589397317469782 0.001952571191954959 0.0010392972045256711 0.0014387886569623403 0.0011750772565791556 0.00126946929288131
leaf_count=627 342 516 368 319 264 309 510 487 168
internal_value=0 5.0899e-05 9.02721e-05 0.000144642 0.000216082 0.000567186 5.81181e-05 0.000197647 -3.42075e-05
internal_weight=0 0.0117446 0.0106859 0.00952045 0.00846151 0.0026256 0.00583591 0.00388334 0.00270826
internal_count=3910 3283 2767 2425 2106 677 1429 1165 678
is_linear=0
shrinkage=0.00196078


Tree=6167
num_leaves=8
num_cat=0
split_feature=14 15 15 15 3 3 3
split_gain=1.49757e-05 3.39014e-05 2.5901e-05 4.04833e-05 2.78673e-05 6.60233e-05 3.98195e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.076594999999999983 -0.03231499999999999 0.11476000000000001 -0.015794999999999997 -0.089974999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.011735662557385968 0.014737329721025788 -0.012815839637768472 0.019742074622107392 -0.0086307860734468368 0.011980848754078422 -0.024891782956652397 0.014414575436050254
leaf_weight=0.0010006093847148524 0.0015350511375241413 0.0016115962647947893 0.0010099348699594808 0.0015779261769850979 0.0011182328469898604 0.0012676000118381154 0.0014285778953818593
leaf_count=196 505 654 389 559 84 207 1316
internal_value=0 0.00112316 -0.00148463 0.0013677 -0.00207365 -0.00575073 0.0023195
internal_weight=0 0.00954892 0.00801387 0.00640227 0.00539234 0.0042741 0.0030065
internal_count=3910 3714 3209 2555 2166 2082 1875
is_linear=0
shrinkage=0.1


Tree=6168
num_leaves=9
num_cat=0
split_feature=48 48 51 42 2 2 2 4
split_gain=3.20948e-05 8.47463e-05 7.1248e-05 6.33829e-05 7.50538e-05 6.80089e-05 6.63665e-05 3.74186e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.084235000000000018 0.090420000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.00055343529771117745 -0.00034205108599623683 0.00051382460372001665 -0.00051590688112757889 -0.00030141629335907975 0.00057491979942889669 -0.00058520300183634018 3.0536157163866835e-05 5.4598216186179047e-05
leaf_weight=0.0010011558350080233 0.0010040685520725312 0.0012068028842972906 0.0010641515432684113 0.0018102305079071733 0.001121216496672078 0.0010205479858180944 0.001976210292967896 0.001368262738964936
leaf_count=354 161 279 398 1156 247 630 482 203
internal_value=0 2.47863e-05 -3.82544e-05 2.30035e-05 0.000113529 1.71254e-05 -0.000179154 0.000265373
internal_weight=0 0.0105686 0.00936178 0.00829762 0.00648739 0.00536618 0.00299676 0.00236942
internal_count=3910 3749 3470 3072 1916 1669 1112 557
is_linear=0
shrinkage=0.00196078


Tree=6169
num_leaves=9
num_cat=0
split_feature=157 160 133 43 0 42 15 0
split_gain=1.5865e-05 5.75067e-05 4.92663e-05 3.28951e-05 4.2973e-05 7.86552e-05 7.01907e-05 0.000104415
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.070805000000000021 -0.053834999999999994 0.088115000000000013 -0.073314999999999991 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.011438314009810612 -0.02021636060262428 -0.01816363468310854 -0.011201505272373572 0.021432020123653195 -0.013792051510523538 0.029168060596902752 -0.019361733077449053 0.032337202416632162
leaf_weight=0.0010720238068391225 0.0013860813446451197 0.001069524718782011 0.001133346753714685 0.0010248825810978291 0.0013323903540115208 0.0011578416136732213 0.0012965316252168979 0.0010716624199066714
leaf_count=517 856 847 101 101 328 429 438 293
internal_value=0 -0.00139679 0.00182914 0.00487657 0.00204478 0.00657346 -0.000897812 0.00995886
internal_weight=0 0.00947226 0.00808618 0.00701666 0.00599177 0.00465938 0.00350154 0.00220501
internal_count=3910 3393 2537 1690 1589 1261 832 394
is_linear=0
shrinkage=0.1


Tree=6170
num_leaves=7
num_cat=0
split_feature=1 4 47 48 16 0
split_gain=1.58093e-05 4.22839e-05 2.05518e-05 4.52088e-05 7.04158e-05 1.35708e-05
threshold=0.076710000000000014 -0.083329999999999987 0.087850000000000025 0.086215000000000014 -0.078844999999999985 -0.10462499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.0038977989570889043 0.028749765268405298 -0.018808501210115357 -0.012888921286423197 -0.0094944849920773206 -4.2836351055504824e-05 0.0022483515958637494
leaf_weight=0.0019319450499306267 0.001489998051466955 0.0014250949383691062 0.0011404098704242264 0.0013061262460805018 0.0019756163868830806 0.0012321758621585033
leaf_count=454 534 1554 114 249 742 263
internal_value=0 -0.00574124 0.00257871 0.00636067 0.0123362 -0.00502755
internal_weight=0 0.00335704 0.00714433 0.00477174 0.00346561 0.00237259
internal_count=3910 2008 1902 1525 1276 377
is_linear=0
shrinkage=0.1


Tree=6171
num_leaves=8
num_cat=0
split_feature=52 12 0 16 2 0 43
split_gain=1.6545e-05 4.26755e-05 4.0294e-05 6.49396e-05 3.57862e-05 4.49748e-05 5.07609e-05
threshold=-0.048794999999999991 0.10214500000000001 -0.14867499999999997 0.15100500000000003 0.085155000000000022 -0.13506999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.0097404606715214715 -0.011465378495573771 -0.02166845244794556 0.031447443292182908 -0.001421961350498948 -0.0057137308268231666 -0.00053390224670728356 0.030232159055762622
leaf_weight=0.0011883351337438901 0.0017748101908112331 0.0010358334176554483 0.0010535470429051583 0.0013995362433401231 0.0018810549365576848 0.0010314325442568439 0.0011170714277631184
leaf_count=104 973 354 571 515 286 776 331
internal_value=0 -0.00297079 0.00537328 0.0126947 0.000365946 0.00557703 0.0154623
internal_weight=0 0.0068402 0.00364142 0.00245308 0.00580437 0.00402956 0.0021485
internal_count=3910 2720 1190 1086 2366 1393 1107
is_linear=0
shrinkage=0.1


Tree=6172
num_leaves=9
num_cat=0
split_feature=1 3 15 3 457 13 1 12
split_gain=1.72636e-05 4.30902e-05 4.15946e-05 3.89776e-05 3.55775e-05 4.80319e-05 7.20084e-05 5.89996e-05
threshold=0.088010000000000019 -0.115685 -1.0000000180025095e-35 -0.032959999999999996 0.041935000000000007 -0.0024749999999999993 0.11198000000000001 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -2
right_child=4 2 3 -5 -6 6 -8 -9
leaf_value=0.011983868650025445 0.027510114099035518 -0.027489719782711749 -0.017547627081375822 0.0089749396107839021 0.020044794823664672 -0.025286320238149779 0.0063172527439385512 -0.0058548376909167638
leaf_weight=0.0011286212399886104 0.0010909659540394964 0.0010144682731666609 0.001015380681861331 0.0012196684202078769 0.0010587320118540713 0.0013577680917959 0.0015371905057698118 0.0010307071105025655
leaf_count=200 493 1021 990 114 197 317 211 367
internal_value=0 -0.00484984 -0.0106965 -0.00307424 0.00338711 -0.000128405 -0.00850518 0.0113014
internal_weight=0 0.00437814 0.00324952 0.00223505 0.00607536 0.00501663 0.00289496 0.00212167
internal_count=3910 2325 2125 1104 1585 1388 528 860
is_linear=0
shrinkage=0.1


Tree=6173
num_leaves=10
num_cat=0
split_feature=133 484 133 43 42 15 15 16 0
split_gain=6.3253e-05 5.75286e-05 8.80667e-05 7.49282e-05 5.58215e-05 6.77494e-05 8.92353e-05 8.61237e-05 6.5294e-05
threshold=0.10064500000000001 0.087420000000000012 0.065880000000000008 0.0033500000000000005 0.08622500000000001 1.0000000180025095e-35 -0.017214999999999998 -0.063614999999999991 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00013195318165761495 -0.00047617064035608379 -0.00040788865586562724 0.00062294731388011059 -0.00044117487208558687 0.00038842729546934279 -0.00043434874853899238 0.00058862554714853976 -0.00046743549220952334 0.00053187190067145534
leaf_weight=0.001236832602256991 0.001013777045955234 0.0010169598045028276 0.0010351550787023921 0.0011811714704777496 0.0018264690122027517 0.0011345646333161125 0.0010976401152903406 0.0012411956529963151 0.0010561055898611086
leaf_count=104 598 337 594 505 574 486 234 242 236
internal_value=0 3.60259e-05 8.20487e-05 1.82334e-05 8.9701e-05 -4.91954e-06 0.00010027 -5.14044e-05 0.000173798
internal_weight=0 0.0108261 0.00980913 0.00877398 0.00759281 0.00576634 0.00463177 0.00353413 0.00229294
internal_count=3910 3312 2975 2381 1876 1302 816 582 340
is_linear=0
shrinkage=0.00196078


Tree=6174
num_leaves=9
num_cat=0
split_feature=474 160 49 42 49 12 2 12
split_gain=4.80959e-05 0.000100778 4.97593e-05 7.46011e-05 8.49837e-05 4.20377e-05 4.6311e-05 6.51699e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.081629999999999994 0.091955000000000023 -0.0019649999999999997 -0.0089849999999999982 0.099015000000000006 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=-0.00048383684215722576 0.00039985600163281365 0.00035128352436206232 -0.00043818478104024733 -0.00047261657836680055 -0.00019727264438216166 0.00033320199920640982 0.00050288655264510928 -0.00030400149411322178
leaf_weight=0.0016835610741906407 0.0010333351453355602 0.0016080574190135985 0.0011026203807174865 0.0012199152950156502 0.0010178803731121875 0.0015694255641921972 0.0016524069119412867 0.0010169569403134248
leaf_count=927 424 212 222 566 211 516 326 506
internal_value=0 -4.28151e-05 3.80018e-05 -2.84662e-05 5.67361e-05 0.000160549 0.000246474 8.26557e-05
internal_weight=0 0.0108708 0.00918726 0.00757921 0.00635929 0.00525667 0.00423879 0.00258638
internal_count=3910 3486 2559 2347 1781 1559 1348 1022
is_linear=0
shrinkage=0.00196078


Tree=6175
num_leaves=8
num_cat=0
split_feature=42 0 51 457 2 12 16
split_gain=1.51894e-05 2.96668e-05 5.1581e-05 3.51991e-05 4.1942e-05 6.83913e-05 6.03062e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 0.041935000000000007 0.091025000000000009 0.086865000000000012 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.019977306255993817 -0.0095262698001959672 0.012496210775365259 -0.028101252122780251 0.017501823696760271 -0.0086634873438926601 0.0065380389641369191 0.023475855014537722
leaf_weight=0.0012474387180094922 0.0014604074076877164 0.0019194670411740401 0.0011694094197743253 0.0012238383086377808 0.001136761706425004 0.0011119741352541832 0.0012002945789987424
leaf_count=415 843 364 663 239 217 695 474
internal_value=0 0.00146771 -0.00151814 0.00242325 -0.00157242 -0.0112176 0.00784304
internal_weight=0 0.00900918 0.00708972 0.00584228 0.00461844 0.00228138 0.00233706
internal_count=3910 3067 2703 2288 2049 1358 691
is_linear=0
shrinkage=0.1


Tree=6176
num_leaves=10
num_cat=0
split_feature=133 50 2 48 47 4 12 52 16
split_gain=4.05917e-05 4.0097e-05 3.87676e-05 4.80163e-05 4.11529e-05 8.26007e-05 9.97921e-05 0.000105522 2.66824e-05
threshold=0.099765000000000006 0.086465000000000014 0.12068000000000001 0.093225000000000016 0.09252500000000001 0.0021050000000000005 0.086935000000000012 -0.0025949999999999997 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -7
right_child=-2 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.00025236687956352842 -0.00037753267110833934 -0.00032906976917688454 -0.00027577927206382397 0.00046939587992250736 -0.0002686865334939321 0.00021054154556144714 -0.00057399040150503096 0.00056491002675726541 0.00063544981779512541
leaf_weight=0.0012256964788151864 0.0010143101406035462 0.0010540864585838654 0.0010754931720272842 0.0012780898300018039 0.0012351600874614434 0.0011742687512743782 0.0010367493211599623 0.001204031573529182 0.0011008656001107986
leaf_count=425 608 562 315 230 157 340 750 344 179
internal_value=0 3.34279e-05 7.43806e-05 0.000120002 5.59953e-05 0.000125842 -6.46881e-05 0.000152628 0.000416141
internal_weight=0 0.0103844 0.00933035 0.00825486 0.00697677 0.00574161 0.00346648 0.00242973 0.00227513
internal_count=3910 3302 2740 2425 2195 2038 1519 769 519
is_linear=0
shrinkage=0.00196078


Tree=6177
num_leaves=11
num_cat=0
split_feature=484 133 150 2 2 48 3 15 15 3
split_gain=0.000144167 7.14382e-05 7.90571e-05 9.08104e-05 0.000115446 0.000134665 6.86397e-05 5.18736e-05 5.04132e-05 1.07976e-06
threshold=-1.0000000180025095e-35 0.10064500000000001 0.090695000000000012 0.11165000000000001 0.086650000000000019 0.083775000000000002 -0.078884999999999997 -0.033649999999999992 -0.106555 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 9 -2 -8 -5 -6
right_child=1 -3 -4 8 5 -7 7 -9 -10 -11
leaf_value=-0.00071675670937063919 -0.00027380926603922458 -0.00043734180386049249 -0.00033820941035451736 0.0001061854375491662 0.00018493951461894507 0.001058095955675604 -1.6999357539834447e-05 0.00056929840242823048 -0.00051161428301609144 0.00027578988313823932
leaf_weight=0.0010323693056770228 0.001588004443895937 0.0010605628987377961 0.0013962150473641076 0.0010139846316363312 0.0010014436136757754 0.001211215405325353 0.0012521570736078354 0.0010811349174695683 0.0010172936490267848 0.0010104365196144148
leaf_count=627 700 516 313 199 548 217 223 165 249 153
internal_value=0 4.77987e-05 9.64676e-05 0.00016261 0.000266622 0.000541547 4.06478e-05 0.000254663 -0.000203218 0.000230568
internal_weight=0 0.0116324 0.0105719 0.00917567 0.00714439 0.0032231 0.0039213 0.00233329 0.00203128 0.00201188
internal_count=3910 3283 2767 2454 2006 918 1088 388 448 701
is_linear=0
shrinkage=0.00196078


Tree=6178
num_leaves=10
num_cat=0
split_feature=133 52 133 13 1 13 0 4 0
split_gain=5.94069e-05 5.58117e-05 6.77747e-05 7.50654e-05 0.00017606 4.55875e-05 4.19981e-05 5.14997e-05 3.59704e-05
threshold=0.10064500000000001 -0.27466499999999994 0.083815000000000014 0.00079000000000000012 1.0000000180025095e-35 -0.094679999999999986 -0.088084999999999983 0.053925000000000008 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 -5
right_child=-2 2 -4 8 5 6 -8 -9 -10
leaf_value=-0.00040874496207431572 -0.00045800732122818226 -0.00079914301807527401 0.00055429864483380262 9.0842998268316651e-05 0.00036668889071767539 0.00027284528327503133 -0.00038581154996488023 -0.00021865087041446064 0.00061003041904622362
leaf_weight=0.0010087019292318979 0.0010473354188389886 0.0010932020825117229 0.0010193349289983429 0.0010284508749805743 0.0014013363716862707 0.0019532917951742839 0.001030419991111425 0.0014122509897575328 0.0010237447501757471
leaf_count=378 598 773 567 333 298 203 462 155 143
internal_value=0 3.07632e-05 7.52655e-05 2.06628e-05 -7.73763e-05 5.87279e-05 -3.94433e-05 6.66034e-05 0.000349841
internal_weight=0 0.0109707 0.00996203 0.0089427 0.0068905 0.0057973 0.00439596 0.00336554 0.0020522
internal_count=3910 3312 2934 2367 1891 1118 820 358 476
is_linear=0
shrinkage=0.00196078


Tree=6179
num_leaves=9
num_cat=0
split_feature=4 0 1 2 0 52 48 12
split_gain=4.61618e-05 5.9652e-05 4.14475e-05 3.78734e-05 7.18186e-05 7.29968e-05 7.98739e-05 5.74428e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.15007499999999999 -0.069134999999999988 0.086065000000000016 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -7 -4
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00041117357604600606 -0.00027335104408082365 0.00044351012603137082 -0.00036015226634284706 -0.00043547568593006844 0.00051443183421434906 0.00057108259351197513 -0.00018028380987643883 0.00022185922585542237
leaf_weight=0.0010003110511197918 0.0019991497313131823 0.001187973074352454 0.00170406243920131 0.0010497551998048847 0.0014511386683078208 0.0010840776023034451 0.0010917608099201915 0.0010560052902970195
leaf_count=192 1896 223 675 78 402 180 96 168
internal_value=0 2.94252e-05 -2.27075e-05 4.46701e-05 0.000152166 -1.0811e-05 0.000194073 -0.000137474
internal_weight=0 0.0106239 0.00943595 0.0074368 0.00467673 0.00322559 0.00217584 0.00276007
internal_count=3910 3718 3495 1599 756 354 276 843
is_linear=0
shrinkage=0.00196078


Tree=6180
num_leaves=8
num_cat=0
split_feature=1 4 48 47 0 160 0
split_gain=1.74591e-05 3.18388e-05 1.9479e-05 6.21768e-05 7.40445e-05 0.000104063 5.85906e-05
threshold=0.076710000000000014 -0.083329999999999987 0.086215000000000014 0.09252500000000001 -0.084154999999999994 -1.0000000180025095e-35 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4
right_child=2 -3 6 -5 -6 -7 -8
leaf_value=0.0022940211752645059 -0.00026753011097558634 -0.017385320041302884 -0.022171435112243065 -0.013865386796999987 -0.0082960769171236595 0.040281259651788248 0.0099974110261085384
leaf_weight=0.001944248788772946 0.0011478879158594922 0.0014244440882453197 0.0010571616722550303 0.0011692351183179347 0.0011680604344182512 0.0014107527564187795 0.0012190893930441645
leaf_count=454 195 1554 86 186 810 306 319
internal_value=0 -0.00602734 0.00270023 0.00625367 0.0125659 0.0220898 -0.0049428
internal_weight=0 0.00336869 0.00717219 0.00489594 0.0037267 0.00255864 0.00227625
internal_count=3910 2008 1902 1497 1311 501 405
is_linear=0
shrinkage=0.1


Tree=6181
num_leaves=9
num_cat=0
split_feature=11 43 15 43 52 2 15 16
split_gain=1.58654e-05 2.31461e-05 4.26318e-05 4.08124e-05 3.35365e-05 4.35197e-05 6.79493e-05 5.30818e-05
threshold=0.077330000000000024 -0.074254999999999988 -0.053579999999999996 -0.17307499999999998 -0.087094999999999992 0.10362500000000001 -0.074174999999999977 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 7 -7 -6
right_child=-2 4 3 -5 5 6 -8 -9
leaf_value=0.024026334160673776 -0.011965208589145208 -0.018967420216651924 0.013215392876104827 -0.014798149206507821 -0.00088840497865300063 0.007492365071946696 -0.026922345316418503 0.027080530708110586
leaf_weight=0.0011039315780106461 0.0010142225563983783 0.0010150105884724914 0.0010794606871746743 0.0010035572110284438 0.0019552517244353228 0.0011631046288592254 0.0011321751257176967 0.0010392346694430062
leaf_count=725 279 334 141 597 988 223 217 406
internal_value=0 0.0011932 0.00813886 -0.000280983 -0.0023177 0.000877083 -0.00948312 0.0088182
internal_weight=0 0.00949173 0.00318695 0.00208302 0.00630478 0.00528977 0.00229528 0.00299449
internal_count=3910 3631 1463 738 2168 1834 440 1394
is_linear=0
shrinkage=0.1


Tree=6182
num_leaves=8
num_cat=0
split_feature=52 0 16 12 2 12 52
split_gain=1.62919e-05 3.66075e-05 5.76691e-05 3.64959e-05 3.13619e-05 4.23912e-05 4.29892e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 0.10214500000000001 0.085155000000000022 0.085605000000000014 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6
right_child=3 2 -4 -5 5 -7 -8
leaf_value=-0.0091278102490309886 -0.010930293510163523 0.030015475727981342 -0.00096972695697867184 -0.02020575698498189 -0.012963075187560878 0.019375322700504859 0.012821763694750072
leaf_weight=0.0011803181058363263 0.0017744567074959522 0.001050928775387826 0.0014019880516312447 0.0010387671039895413 0.0015645349046025086 0.0013624580420007809 0.0011020489849602761
leaf_count=104 973 571 515 354 433 786 174
internal_value=0 0.00534258 0.0123056 -0.00294308 0.000146767 0.00502529 -0.00230669
internal_weight=0 0.00363323 0.00245292 0.00684227 0.0058035 0.00402904 0.00266658
internal_count=3910 1190 1086 2720 2366 1393 607
is_linear=0
shrinkage=0.1


Tree=6183
num_leaves=10
num_cat=0
split_feature=484 4 0 2 2 151 1 42 3
split_gain=0.000145894 4.76533e-05 8.55283e-05 3.52422e-05 5.13375e-05 8.52133e-05 5.14449e-05 5.03436e-05 5.192e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 0.12068000000000001 0.088820000000000024 -0.0088999999999999982 0.090475000000000014 -0.089024999999999979 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 -3 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=-0.00072363685543723368 -0.00035040741486311896 0.00029354836248699412 0.00060131324171365616 -0.00027594779558596041 -0.00015388983116829585 0.00019190952907179861 0.00080040806637983431 -0.00048718282304508858 2.1865202935894436e-05
leaf_weight=0.001004798329350823 0.0010047602534767166 0.001147124901178164 0.0011473309721559107 0.0012277106214252887 0.0011976821754391574 0.0010569117461389915 0.001080034340454541 0.0012993393788376904 0.0018920672804588336
leaf_count=627 167 226 206 334 198 704 137 879 432
internal_value=0 5.67382e-05 9.74504e-05 3.2502e-05 8.18541e-05 0.000264794 0.000499451 -5.87546e-05 -0.000185387
internal_weight=0 0.011053 0.0100482 0.00890087 0.00767316 0.00333463 0.00213695 0.00433853 0.00319141
internal_count=3910 3283 3116 2910 2576 1039 841 1537 1311
is_linear=0
shrinkage=0.00196078


Tree=6184
num_leaves=7
num_cat=0
split_feature=1 4 0 0 52 12
split_gain=1.67147e-05 3.23928e-05 2.00578e-05 5.14984e-05 7.02029e-05 4.43955e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.10575999999999998 -0.15007499999999999 -0.010284999999999997 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.0024885545709266267 -0.016864860826548533 -0.01743959640113997 0.0091049862253199665 0.025872052144848542 0.01428744898978007 -0.014808058886725177
leaf_weight=0.0019380217297195771 0.0013034789718647322 0.0014084596910821957 0.001489276968476734 0.0010915506624936868 0.0016254992449617946 0.0016218593330397171
leaf_count=454 111 1554 499 221 240 831
internal_value=0 -0.00589876 0.0026677 0.00733284 0.000423781 -0.00336107
internal_weight=0 0.00334648 0.00713167 0.00402053 0.00292898 0.00311114
internal_count=3910 2008 1902 572 351 1330
is_linear=0
shrinkage=0.1


Tree=6185
num_leaves=8
num_cat=0
split_feature=52 150 4 16 0 4 1
split_gain=1.77973e-05 3.17307e-05 6.09002e-05 3.16098e-05 4.16418e-05 7.06516e-05 3.6613e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 -0.055679999999999993 -0.11756999999999999 0.05309500000000001 0.079945000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -5
right_child=3 -3 -4 6 5 -7 -8
leaf_value=-0.003666817831003805 -0.0090916450978535505 -0.0090639050920365422 0.027082993273288409 -0.001392223275245119 -0.0047944452758077547 0.028682855253185188 -0.026792024610493338
leaf_weight=0.0012997668366275263 0.0019812745407401088 0.0010485095940196989 0.0012767223791690045 0.0012849727230750086 0.0014040085512354126 0.0011441250658748489 0.0010164152964169694
leaf_count=720 339 157 313 493 1185 379 324
internal_value=0 0.00560217 0.0115706 -0.00306677 0.00178219 0.010237 -0.0126101
internal_weight=0 0.003625 0.00257649 0.0068308 0.00452941 0.00254813 0.00230139
internal_count=3910 1190 1033 2720 1903 1564 817
is_linear=0
shrinkage=0.1


Tree=6186
num_leaves=10
num_cat=0
split_feature=133 50 4 13 0 47 150 4 3
split_gain=5.45326e-05 5.11834e-05 4.10184e-05 5.47502e-05 6.6883e-05 9.29388e-05 8.5349e-05 5.83239e-05 6.10711e-05
threshold=0.10064500000000001 0.086465000000000014 0.28937500000000005 -0.13934999999999997 -0.017269999999999997 0.09252500000000001 0.086645000000000014 -0.034289999999999994 -0.0038649999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00037574232395987903 -0.0004367929597578688 -0.00037456457316023257 0.00039461655447487615 -6.9685246785951071e-05 0.00049429484622102689 -0.00048995858860599411 -0.00030394984886840816 0.00017940857158745677 0.00083584238148188595
leaf_weight=0.0011122461822950592 0.0010282080399468983 0.0010510225656096541 0.0013753633327435273 0.0011261494584474088 0.0012986943143510595 0.0011764307143180283 0.0012732676491130665 0.0011933083864660498 0.0010028010975094998
leaf_count=161 598 562 373 856 259 224 230 564 83
internal_value=0 3.61448e-05 8.13063e-05 2.86458e-05 9.22579e-05 1.79931e-06 0.000127687 0.000293113 0.000479153
internal_weight=0 0.0106093 0.00955826 0.0081829 0.00707065 0.00577196 0.00459553 0.00332226 0.00219611
internal_count=3910 3312 2750 2377 2216 1957 1733 1503 647
is_linear=0
shrinkage=0.00196078


Tree=6187
num_leaves=9
num_cat=0
split_feature=42 43 16 49 160 15 1 13
split_gain=1.63389e-05 2.80481e-05 2.87845e-05 3.009e-05 7.69708e-05 4.90139e-05 8.15978e-05 2.23953e-05
threshold=0.091955000000000023 0.093240000000000017 0.10994000000000002 -0.0057999999999999987 0.069910000000000014 -0.19153499999999998 0.095575000000000007 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=-0.026982715311239344 -0.0098739584894469747 0.017278700891408056 -0.011966611638700365 -0.011382612552022662 0.011606072037062065 0.012717340100677372 0.035979534173189512 -0.0079670828990462596
leaf_weight=0.0010079047332952448 0.0014589678714433891 0.0010050814730978184 0.001705682620801975 0.0010334631795297275 0.0010610466552569051 0.0010262279505387308 0.0010825798760048418 0.0010683962732201948
leaf_count=387 843 270 463 221 176 985 174 391
internal_value=0 0.00153497 -0.000446642 0.00268244 -0.00719274 0.0075347 0.013688 0.00216692
internal_weight=0 0.00899038 0.0079853 0.00627962 0.00206895 0.00421067 0.0031772 0.00209462
internal_count=3910 3067 2797 2334 563 1771 1550 1376
is_linear=0
shrinkage=0.1


Tree=6188
num_leaves=9
num_cat=0
split_feature=133 50 4 2 48 52 12 457
split_gain=4.09975e-05 6.09475e-05 4.15007e-05 4.9817e-05 6.66897e-05 5.06707e-05 3.55888e-05 1.84808e-05
threshold=0.10064500000000001 0.086465000000000014 0.28937500000000005 0.11230000000000001 0.083775000000000002 -1.0000000180025095e-35 0.086935000000000012 0.08351500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6
right_child=-2 -3 -4 -5 7 6 -8 -9
leaf_value=-0.00030509468699947527 -0.0003885771664985602 -0.00042127496440260982 0.00038598526897262974 -0.00034311759511413504 0.00019929283444758427 0.00028778376753283233 -0.00013754462373548418 0.00057536382623545133
leaf_weight=0.0017446312438744609 0.0010022887211789512 0.0010527671508210037 0.0014131462892193721 0.0012212086251665397 0.0010058213571456198 0.0018317571878363002 0.0012883075356696695 0.0010037396439134801
leaf_count=676 598 562 373 303 298 421 561 118
internal_value=0 2.63765e-05 7.59392e-05 2.18175e-05 8.6648e-05 -3.74797e-05 0.000112161 0.000387134
internal_weight=0 0.0105614 0.00950861 0.00809547 0.00687426 0.0048647 0.00312006 0.00200956
internal_count=3910 3312 2750 2377 2074 1658 982 416
is_linear=0
shrinkage=0.00196078


Tree=6189
num_leaves=11
num_cat=0
split_feature=484 4 0 12 1 457 151 2 4 1
split_gain=0.000136987 7.39399e-05 0.00011682 6.14266e-05 8.36135e-05 6.6358e-05 0.000119413 8.21869e-05 0.000149279 0.00010207
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 -0.036459999999999992 0.12864500000000004 0.084715000000000013 -0.0080899999999999982 0.091525000000000009 -0.083329999999999987 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8 -10
right_child=1 2 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.00070739965031357192 -0.00046337255658088537 -0.00042456088211169444 0.0007143541582843567 -0.00062625173642840673 0.0005782972853207157 0.00042697988516067497 0.00049324759317201708 0.00040895213867781806 -0.00085421775340184145 -7.6687137516134276e-06
leaf_weight=0.0010115300198789102 0.0010037078836404789 0.001040730976907653 0.0010494238712793385 0.0012244651896745591 0.0011237495977754744 0.0011927821655211938 0.0010224701817673986 0.001685939452739114 0.0010527866640097586 0.0011411216052986646
leaf_count=627 151 423 152 238 136 155 404 651 812 161
internal_value=0 4.51399e-05 9.35948e-05 2.49069e-05 8.03087e-05 3.85406e-06 -7.85215e-05 5.82866e-05 -0.000125523 -0.000413901
internal_weight=0 0.0115372 0.0105335 0.00948405 0.00844331 0.00731957 0.00612678 0.00490232 0.00321638 0.00219391
internal_count=3910 3283 3132 2980 2557 2421 2266 2028 1377 973
is_linear=0
shrinkage=0.00196078


Tree=6190
num_leaves=7
num_cat=0
split_feature=4 42 0 4 4 3
split_gain=1.67722e-05 3.50422e-05 3.32665e-05 7.07865e-05 5.264e-05 5.01233e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 0.080255000000000007 0.0057500000000000008 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0064665241095133476 0.0096095305484448276 -0.017737658121524256 0.012422282929463353 -0.025426673164614479 0.018406978890859651 -0.018177435371908267
leaf_weight=0.0018558671904008281 0.0015284783501151667 0.0011855974686425614 0.0018503022439685206 0.0011320108463295725 0.0014347488881687361 0.0014862604488175691
leaf_count=1740 441 711 288 213 265 252
internal_value=0 -0.00172548 0.000721172 -0.0029429 0.00238524 -0.00449276
internal_weight=0 0.00894479 0.00775919 0.00590889 0.00477688 0.00334213
internal_count=3910 3469 2758 2470 2257 1992
is_linear=0
shrinkage=0.1


Tree=6191
num_leaves=8
num_cat=0
split_feature=49 42 4 133 52 0 16
split_gain=1.84657e-05 4.63051e-05 3.78074e-05 3.2174e-05 7.49749e-05 5.11252e-05 0.000107236
threshold=-0.047894999999999993 0.091955000000000023 0.0057500000000000008 -0.036599999999999987 -0.074484999999999982 -0.15137999999999999 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.0045796795392480443 0.017211321718223566 -0.021093556001770524 0.020831163604185309 -0.021793735751957866 0.020678287291152328 0.016382350290896221 -0.020448159791130613
leaf_weight=0.0012065585670266929 0.0010112575523711738 0.0011311750855508276 0.0011375384498122044 0.0014574750639111305 0.0013391975568537262 0.0015314428850934309 0.0016340499603154164
leaf_count=332 614 764 173 592 164 775 496
internal_value=0 -0.00232604 0.00775164 0.000718282 -0.00207914 0.00429944 -0.00262982
internal_weight=0 0.0081046 0.0023441 0.00697342 0.00596217 0.00450469 0.00316549
internal_count=3910 3405 505 2641 2027 1435 1271
is_linear=0
shrinkage=0.1


Tree=6192
num_leaves=8
num_cat=0
split_feature=52 150 4 12 2 2 3
split_gain=2.08987e-05 3.21109e-05 5.22836e-05 2.82636e-05 3.3431e-05 4.2052e-05 6.89317e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 0.10214500000000001 0.085155000000000022 0.10679500000000001 -0.055684999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=-0.0019972649667838109 -0.012121175770194014 -0.008726790629417688 0.02654828564452566 -0.018694102112431606 -0.0039283876458262191 -0.0060816884530413128 0.032591920701990761
leaf_weight=0.0012991721563468542 0.0017591845761523442 0.0010402168143950558 0.0012677548775674036 0.00101712502234148 0.0010323765015390796 0.0019629403490904578 0.0010349588892066158
leaf_count=720 973 157 313 354 894 356 143
internal_value=0 0.00609462 0.0121008 -0.0033203 -0.000619342 0.00440112 0.0143546
internal_weight=0 0.00360714 0.00256693 0.00680659 0.00578946 0.00403028 0.00206734
internal_count=3910 1190 1033 2720 2366 1393 1037
is_linear=0
shrinkage=0.1


Tree=6193
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 1 0 0
split_gain=4.16968e-05 8.36688e-05 8.74593e-05 8.23682e-05 7.10342e-05 8.48683e-05 6.09411e-05 4.76983e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.085110000000000005 -0.060094999999999989 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00050145699023470018 -0.00037887471980328346 0.00050532399008465609 -0.00055851807952387081 0.00039732995712906061 -0.00065673338125551138 0.00046448910802605599 9.8233183860621667e-05 -7.6209827223411463e-05
leaf_weight=0.0010224986014706337 0.0010334816458414551 0.0012732015540724015 0.0010681388561878538 0.0018903544867153229 0.0010508778716260547 0.0014496105542161084 0.0017955984240998707 0.0011285079155583895
leaf_count=1189 161 279 398 421 211 659 154 438
internal_value=0 3.35923e-05 -3.02643e-05 3.74121e-05 -6.81196e-05 7.89596e-05 -0.000119354 -0.000356132
internal_weight=0 0.0106788 0.00940559 0.00833745 0.00644709 0.00426771 0.0028181 0.00217939
internal_count=3910 3749 3470 3072 2651 2002 1343 649
is_linear=0
shrinkage=0.00196078


Tree=6194
num_leaves=8
num_cat=0
split_feature=52 0 16 43 12 3 1
split_gain=1.69053e-05 2.99945e-05 4.32476e-05 2.56285e-05 8.20488e-05 5.16836e-05 5.50782e-05
threshold=-0.048794999999999991 -0.14867499999999997 0.15100500000000003 -0.15109999999999998 0.088375000000000023 0.090325000000000003 0.085110000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.0077271725820687379 0.0098930966138448158 0.027207682867765665 0.00030078238013104045 -0.0050053085526836662 -0.0242386228852545 -0.011599705406932989 0.026365047030869185
leaf_weight=0.001163977896915672 0.0012591649279237145 0.0010418065988549259 0.0014002323201722962 0.0010374782515554222 0.0016956328044557181 0.0015968852057981452 0.0012152824826252345
leaf_count=104 235 571 515 778 1135 252 320
internal_value=0 0.00548307 0.0117796 -0.002986 -0.00591046 0.00216245 0.0119179
internal_weight=0 0.00360602 0.00244204 0.00680444 0.00554528 0.00384965 0.00225276
internal_count=3910 1190 1086 2720 2485 1350 1098
is_linear=0
shrinkage=0.1


Tree=6195
num_leaves=10
num_cat=0
split_feature=15 15 150 48 1 1 12 12 3
split_gain=4.44653e-05 4.08594e-05 6.29576e-05 4.4313e-05 4.06815e-05 7.83694e-05 3.07871e-05 6.53589e-05 9.59654e-06
threshold=-0.24219999999999997 -0.095799999999999982 0.09833500000000002 0.086215000000000014 0.10871500000000002 0.088495000000000018 0.086865000000000012 0.094045000000000004 -0.083604999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 8 -8 -3
right_child=1 2 -4 -5 -6 -7 7 -9 -10
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leaf_weight=0.0010438890207472009 0.0011834270298204104 0.001026331796146871 0.0010100812639955558 0.0010078947486921604 0.0016883177278601974 0.0010783704991604174 0.0012600239226523298 0.0010378310836107081 0.0010556078375616462
leaf_count=317 214 414 262 282 279 598 707 475 362
internal_value=0 -4.55411e-05 1.8322e-05 -0.000283253 -4.64418e-05 -0.00012872 -1.21369e-05 0.000144343 -0.000184846
internal_weight=0 0.0103479 0.00815656 0.00219132 0.00714648 0.00545817 0.00437979 0.00229786 0.00208194
internal_count=3910 3593 3097 496 2835 2556 1958 1182 776
is_linear=0
shrinkage=0.00196078


Tree=6196
num_leaves=8
num_cat=0
split_feature=49 42 457 15 16 4 43
split_gain=1.65255e-05 4.00426e-05 3.52504e-05 3.25719e-05 7.15498e-05 4.55141e-05 3.95725e-05
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decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.0032555921805730208 0.0083706701884210307 -0.019790803321719647 0.020823052159819729 -0.0095093310449312317 -0.023276928823412743 0.023444823999695618 0.015017427843856256
leaf_weight=0.0014182070678194836 0.0014225287585611995 0.0011214319457979738 0.0010642454836144084 0.0017556149713085457 0.0014350310867546126 0.0011304514469730586 0.0010520222589191081
leaf_count=371 418 758 158 954 639 405 207
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internal_weight=0 0.00791708 0.00248245 0.00679565 0.00285756 0.00393809 0.00280764
internal_count=3910 3381 529 2623 1057 1566 1161
is_linear=0
shrinkage=0.1


Tree=6197
num_leaves=9
num_cat=0
split_feature=48 48 51 2 159 52 13 12
split_gain=4.66392e-05 7.96203e-05 7.19716e-05 6.35249e-05 5.55565e-05 4.06989e-05 6.66426e-05 9.28399e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.085035000000000013 0.086950000000000013 0.0024700000000000004 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-1.7638068685280546e-05 -0.00040700259709477516 0.00049704228009077756 -0.0005163137634375274 0.0004163439759798692 -0.00046506818814815993 -0.00026553429893551674 -0.00028815484852061211 0.00064078981610750201
leaf_weight=0.0019855902713897373 0.0010302096871512402 0.0012395287868872248 0.0010468359367201601 0.0013628492499184004 0.0010377467603524372 0.0014026772466061467 0.0011651543124591738 0.0014065881386982801
leaf_count=703 161 279 398 425 383 726 270 565
internal_value=0 2.99141e-05 -3.16349e-05 2.9052e-05 -4.63751e-05 2.65271e-05 0.000116419 0.000255383
internal_weight=0 0.010647 0.00940744 0.00836061 0.00699776 0.00596001 0.00455733 0.00339218
internal_count=3910 3749 3470 3072 2647 2264 1538 1268
is_linear=0
shrinkage=0.00196078


Tree=6198
num_leaves=8
num_cat=0
split_feature=1 43 1 48 4 4 0
split_gain=1.73607e-05 4.06404e-05 3.6237e-05 3.61835e-05 3.61425e-05 3.88492e-05 3.9847e-05
threshold=0.10373000000000002 -0.15648499999999999 0.11097000000000001 0.091065000000000021 -1.0000000180025095e-35 -0.23071499999999998 -0.084304999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -3 -7
right_child=2 4 3 -5 -6 6 -8
leaf_value=0.014606270089521362 0.021173725441068006 -0.015390186168498843 0.0074422478052998736 -0.015496780412789424 -0.018546260537392095 -0.0056326120294464162 0.020943646008810129
leaf_weight=0.0010518568333428586 0.0010370500457725705 0.0012219176204955853 0.0019932805588294775 0.0010497978981606972 0.0017740618221568456 0.001212919961446754 0.0010547791641500378
leaf_count=234 228 187 496 178 691 854 1042
internal_value=0 -0.0033386 0.00503029 -0.000471233 -0.00692458 -0.00101631 0.00672885
internal_weight=0 0.00631554 0.00408013 0.00304308 0.00526368 0.00348962 0.0022677
internal_count=3910 3008 902 674 2774 2083 1896
is_linear=0
shrinkage=0.1


Tree=6199
num_leaves=9
num_cat=0
split_feature=133 42 13 52 43 15 15 47
split_gain=3.78296e-05 4.41717e-05 8.31169e-05 4.98541e-05 6.03426e-05 8.38004e-05 0.000107767 4.32375e-05
threshold=0.10064500000000001 -0.090359999999999982 0.00079000000000000012 0.10701500000000001 -0.019509999999999996 1.0000000180025095e-35 -0.038029999999999987 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00035065605580550185 -0.00036917265929225726 0.00035534092631304672 0.00047794671632247706 -0.0003901321032472499 7.4993811124073864e-05 -0.00054479606251278201 0.00061195928025576589 -0.00042183228613894307
leaf_weight=0.001068667037396955 0.0010142829907515893 0.0018321578203252765 0.0015959397712462789 0.0011494437458015186 0.0016585713492510003 0.0010773646234583929 0.0010428493613476009 0.0011338597381195365
leaf_count=379 598 898 419 450 344 520 185 117
internal_value=0 2.72725e-05 6.98302e-05 -1.26767e-05 5.16489e-05 -6.16122e-05 7.41185e-05 -0.000126741
internal_weight=0 0.0105589 0.00949019 0.00789425 0.0067448 0.00491265 0.00383528 0.00279243
internal_count=3910 3312 2933 2514 2064 1166 646 461
is_linear=0
shrinkage=0.00196078


Tree=6200
num_leaves=9
num_cat=0
split_feature=474 160 42 43 2 2 4 3
split_gain=3.61607e-05 0.000111741 6.98737e-05 5.41034e-05 4.67334e-05 7.21408e-05 6.76334e-05 4.60383e-05
threshold=0.084510000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013 0.12068000000000001 0.0057500000000000008 -0.082204999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 6 -6 -5 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.0005113387804927521 0.00035053332367335395 -0.00031543224411494574 9.8681376723310925e-05 -0.00049485136132663022 0.0004439817225004228 -0.0002164612096913752 0.0001448192538201 0.00067791461367826007
leaf_weight=0.0016335295665724182 0.0010004061549993446 0.0016774861531462567 0.0010377045965445468 0.0012497646602235503 0.0017203681401768423 0.0010087040686699604 0.0012929221834120466 0.0010731328693659239
leaf_count=919 432 869 191 574 282 177 142 324
internal_value=0 -3.93007e-05 4.58076e-05 0.000127889 2.16738e-05 0.000199873 -0.000169587 0.000393159
internal_weight=0 0.0106936 0.00906008 0.0073826 0.00527176 0.00272907 0.00254269 0.00211084
internal_count=3910 3478 2559 1690 1175 459 716 515
is_linear=0
shrinkage=0.00196078


Tree=6201
num_leaves=10
num_cat=0
split_feature=133 50 0 47 4 42 15 160 4
split_gain=3.50012e-05 5.47013e-05 4.4802e-05 8.7142e-05 5.22182e-05 4.87532e-05 0.000157508 7.13844e-05 7.66334e-05
threshold=0.10064500000000001 0.086465000000000014 -0.017269999999999997 1.0000000180025095e-35 0.25367000000000006 0.087765000000000024 0.024640000000000006 -0.025614999999999995 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.00068373078973661705 -0.00035746883693742204 -0.0004003689941261054 0.0003597698973632529 -0.00058013216714872273 1.0363540670642814e-05 0.00053671732128755508 -0.0005494236541373342 -0.00030524399655012824 0.00044764108929143241
leaf_weight=0.0011187225937556128 0.0010010674776536029 0.0010404821301294659 0.0017175015707211689 0.001251150737903697 0.0010666178994409249 0.0010009987568768836 0.0011971959013272514 0.0010443744734065646 0.0010347932167499691
leaf_count=268 598 562 355 308 78 565 607 331 238
internal_value=0 2.6296e-05 7.33664e-05 9.59816e-06 -0.000308391 0.000146183 5.72376e-05 0.000284354 6.94638e-05
internal_weight=0 0.0104718 0.00943136 0.00771385 0.00231777 0.00539608 0.00439509 0.00319789 0.00207917
internal_count=3910 3312 2750 2395 386 2009 1444 837 569
is_linear=0
shrinkage=0.00196078


Tree=6202
num_leaves=8
num_cat=0
split_feature=42 49 4 151 4 4 3
split_gain=1.56409e-05 3.03096e-05 5.44235e-05 4.64819e-05 5.7668e-05 6.68304e-05 3.53321e-05
threshold=-1.0000000180025095e-35 -0.047894999999999993 0.004850000000000001 -0.030624999999999996 0.27020000000000005 -0.0021099999999999995 -0.078884999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.0086765419371926632 -0.0039505766595280606 -0.02143577429321979 0.028579695050907253 -0.0069167732797645598 0.023178060198965858 -0.018724523548190559 0.015548725017267898
leaf_weight=0.001754229744313089 0.0010308415300760987 0.0010040052249610659 0.0010263419339518187 0.0011880620677922889 0.0010402692682175037 0.0016866830977612934 0.0017043504109789617
leaf_count=1060 286 345 164 777 298 453 527
internal_value=0 0.00167622 0.012279 -0.00161694 0.00192406 -0.00290438 0.00632099
internal_weight=0 0.00868055 0.00205718 0.00662337 0.00561936 0.0045791 0.00289241
internal_count=3910 2850 450 2400 2055 1757 1304
is_linear=0
shrinkage=0.1


Tree=6203
num_leaves=9
num_cat=0
split_feature=15 15 48 2 2 43 52 15
split_gain=3.05604e-05 3.96537e-05 4.39903e-05 3.52715e-05 6.74785e-05 5.97537e-05 4.57165e-05 4.08824e-05
threshold=-0.24219999999999997 -0.10192499999999999 0.093225000000000016 0.085255000000000011 0.11005500000000001 -0.0037249999999999996 0.024145000000000003 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.00031859891184113012 -0.00031157614976168297 -0.00012385261126966112 0.00036360440819646015 -0.0004223913810576604 0.00022715762049951971 0.00042647893644568184 -0.00064162414302624572 0.00012968710619366307
leaf_weight=0.0010169652202820052 0.0016981357840339878 0.0017041464528754239 0.0012056754192107675 0.0010046804484718978 0.001274674681095201 0.0013670043761073768 0.0010495291003706679 0.0010595637626281352
leaf_count=317 398 822 237 516 360 343 579 338
internal_value=0 -3.75921e-05 1.61007e-05 -4.00654e-05 -0.000152858 0.000121106 -0.000308423 -0.000139013
internal_weight=0 0.0103634 0.00866527 0.0074596 0.00438845 0.00307115 0.00311377 0.00206424
internal_count=3910 3593 3195 2958 1793 1165 1433 854
is_linear=0
shrinkage=0.00196078


Tree=6204
num_leaves=10
num_cat=0
split_feature=133 484 133 43 42 15 15 150 3
split_gain=3.0511e-05 4.53401e-05 6.55507e-05 5.87192e-05 6.65322e-05 4.40005e-05 9.16582e-05 6.54361e-05 3.21127e-05
threshold=0.10064500000000001 0.087420000000000012 0.058050000000000011 0.0033500000000000005 0.08622500000000001 1.0000000180025095e-35 -0.017214999999999998 0.082965000000000025 0.10223
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-4.5142925760504154e-05 -0.00033476699691082962 -0.00037339455671147437 0.00053910314013087043 -0.00040086959989421751 0.00040502484886880774 -0.00038725995716779727 0.00055945125187934733 0.00028061371030382615 -0.00051634792750403702
leaf_weight=0.0010371112750959465 0.0010021020013521757 0.001000836101764122 0.0010041018864104306 0.0011585088800368697 0.0017705848992265565 0.0010776502045054754 0.001053278585493166 0.001133124674070824 0.0011987941018778319
leaf_count=283 598 337 603 500 571 485 234 166 133
internal_value=0 2.34246e-05 6.55262e-05 9.11186e-06 7.44395e-05 -3.19849e-05 5.45903e-05 -0.000103247 -0.000297782
internal_weight=0 0.010434 0.00943315 0.00842905 0.00727054 0.00549996 0.00442231 0.00336903 0.00223591
internal_count=3910 3312 2975 2372 1872 1301 816 582 416
is_linear=0
shrinkage=0.00196078


Tree=6205
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 1 0 0
split_gain=3.61877e-05 8.46044e-05 8.80773e-05 6.03023e-05 7.15841e-05 7.44419e-05 7.47641e-05 7.42819e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.085110000000000005 -0.060094999999999989 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00052347043876443738 -0.00036451871369417557 0.0005121283684606661 -0.00057456870174524884 0.00033905646112237473 -0.00072113882428978993 0.00044885549411564219 0.00014130570594400246 2.4206936076239755e-06
leaf_weight=0.001019832063766807 0.0010175266321876238 0.0012029537714460482 0.0010527794803022609 0.0018543512952262494 0.0010659928633241435 0.0014380169875672405 0.0017957019559227089 0.0011172055572435595
leaf_count=1189 161 279 398 421 211 659 154 438
internal_value=0 2.26827e-05 -4.03297e-05 2.75064e-05 -6.22475e-05 8.58936e-05 -9.9487e-05 -0.000350873
internal_weight=0 0.0105468 0.00934388 0.0082911 0.00643675 0.00425355 0.00281553 0.0021832
internal_count=3910 3749 3470 3072 2651 2002 1343 649
is_linear=0
shrinkage=0.00196078


Tree=6206
num_leaves=10
num_cat=0
split_feature=15 151 0 47 4 4 4 3 49
split_gain=4.91477e-05 4.43e-05 5.49291e-05 7.56972e-05 0.000104273 5.97035e-05 5.96436e-05 5.61558e-05 5.36979e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -4 -3 -7 -6
right_child=1 2 5 -5 8 7 -8 -9 -10
leaf_value=0.0003930083953199116 0.00033190875821276374 -4.4517360983364844e-05 -0.00031103959686862309 -0.00068032943554455997 0.00053952975201551807 0.00053392419542120024 -0.00061687452024314978 -2.7048238943365954e-05 -8.3488666538602142e-05
leaf_weight=0.0010792899274496082 0.0010752572550057253 0.0013125246501529582 0.0010013979986180695 0.0010561107610321616 0.0010553396646656276 0.0013473553193178471 0.0014999012542864379 0.0013978724554562002 0.0010723215351798783
leaf_count=317 284 875 186 200 141 325 973 320 289
internal_value=0 -4.57877e-05 -8.74718e-05 -0.00020385 -0.000101986 9.87825e-05 -0.000349762 0.000248277 0.000225534
internal_weight=0 0.0108181 0.00974282 0.0059962 0.00494009 0.00374663 0.00281243 0.00274523 0.00212766
internal_count=3910 3593 3309 2478 2278 831 1848 645 430
is_linear=0
shrinkage=0.00196078


Tree=6207
num_leaves=10
num_cat=0
split_feature=4 0 157 160 12 48 4 1 13
split_gain=5.48726e-05 9.57813e-05 4.03473e-05 8.17869e-05 5.92462e-05 5.43992e-05 6.49624e-05 8.35012e-05 3.60527e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.077534999999999979 -1.0000000180025095e-35 -0.0089849999999999982 0.11193500000000002 0.074650000000000008 0.090820000000000012 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2 2
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leaf_weight=0.001013183822618678 0.0010770528138011179 0.0012156307542688953 0.0013014737924736015 0.0010610834774737662 0.0010511038833618416 0.0010560944004166474 0.0017363300412803631 0.001242790819474955 0.0011061216299119334
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internal_value=0 3.52709e-05 -3.01841e-05 -7.52125e-05 5.99661e-06 7.93516e-05 0.000162685 5.10202e-06 0.000238333
internal_weight=0 0.0108477 0.00963205 0.008555 0.00725352 0.00619244 0.00513635 0.00340002 0.00215723
internal_count=3910 3718 3495 3100 2296 1948 1857 1601 1278
is_linear=0
shrinkage=0.00196078


Tree=6208
num_leaves=10
num_cat=0
split_feature=15 151 0 47 4 4 15 16 49
split_gain=2.56808e-05 3.787e-05 4.67373e-05 8.79797e-05 7.54042e-05 7.16268e-05 4.00751e-05 5.53001e-05 3.83861e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4 -8 -6
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leaf_weight=0.001039899544841085 0.0010136227180513107 0.0012858061779691863 0.0011459315851634223 0.0010543045406346168 0.0010154237412329829 0.0014482701342322184 0.0012531631595137521 0.0012291289626919896 0.0010296507754372966
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internal_value=0 -3.49329e-05 -7.35205e-05 -0.000182203 -6.91026e-05 -0.000282113 0.00010122 -3.87946e-05 0.000215673
internal_weight=0 0.0104753 0.00946168 0.00583346 0.00477915 0.00273408 0.00362822 0.00248229 0.00204507
internal_count=3910 3593 3309 2478 2278 1848 831 502 430
is_linear=0
shrinkage=0.00196078


Tree=6209
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 40 2 2
split_gain=4.74822e-05 7.76421e-05 9.40948e-05 6.29964e-05 5.08729e-05 4.40481e-05 8.20928e-05 5.17214e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -1.0000000180025095e-35 0.079395000000000007 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.00046268466300681394 -0.00041004014259408386 0.00049513363972372064 -0.00057201402403363123 -0.00027730076663797849 -0.00030805122428733794 0.00051475545465175146 -0.00029069322828407753 0.0002571491169877123
leaf_weight=0.0011845268357533753 0.0010132100097659724 0.0012413691094846748 0.0010769820268634713 0.001109863329920263 0.0018259398563437081 0.0015865630654526364 0.001494519918290116 0.0011901802456335355
leaf_count=128 161 279 398 202 1150 339 884 369
internal_value=0 3.40531e-05 -2.63964e-05 4.36285e-05 -2.52461e-05 7.07162e-05 0.000161146 -4.7824e-05
internal_weight=0 0.0107099 0.00946858 0.00839159 0.00720707 0.00538113 0.00427126 0.0026847
internal_count=3910 3749 3470 3072 2944 1794 1592 1253
is_linear=0
shrinkage=0.00196078


Tree=6210
num_leaves=7
num_cat=0
split_feature=1 0 150 16 3 3
split_gain=1.5305e-05 4.1667e-05 2.26542e-05 6.08635e-05 3.12678e-05 2.57507e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.27337499999999998 0.096385000000000012 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.015384364479280613 -0.020027180158329598 0.006959546559528686 0.012916137234448972 -0.0011101439416491693 -0.0082640147190727788 0.017793716317925739
leaf_weight=0.0019100840206766156 0.001240260048359673 0.0014822412791046448 0.0016244838074580001 0.0011666827275960713 0.0012403956012112007 0.0018845745628717954
leaf_count=1913 280 95 362 567 202 491
internal_value=0 -0.00562142 0.00253352 -0.000515402 0.00512338 0.0105656
internal_weight=0 0.00339233 0.0071564 0.00553191 0.00429165 0.00305126
internal_count=3910 2008 1902 1540 1260 1058
is_linear=0
shrinkage=0.1


Tree=6211
num_leaves=9
num_cat=0
split_feature=1 43 52 1 4 1 15 2
split_gain=1.47514e-05 3.65229e-05 3.48462e-05 5.68304e-05 4.21622e-05 2.72573e-05 5.27334e-05 3.54433e-05
threshold=0.10285500000000002 -0.15648499999999999 0.086950000000000013 0.089175000000000018 -0.076854999999999993 0.11097000000000001 -0.038029999999999987 0.114165
decision_type=2 2 2 2 2 2 2 2
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right_child=5 2 -4 -5 -6 6 -8 -9
leaf_value=0.013754245963327994 0.018178998336195903 0.017931582023991224 -0.021868536411101043 -0.021179169039030762 -0.0058961788800899516 -0.022501122433501816 0.018519504353539697 0.0036188553959034353
leaf_weight=0.0010682981358444621 0.0010844865078527047 0.0013708592665436033 0.0011556062942077137 0.001144362218765408 0.0016203631824167101 0.0010321728840426946 0.0010078789150427844 0.0010459314522349786
leaf_count=233 263 531 831 429 949 233 142 299
internal_value=0 -0.00311137 -0.00651655 -0.00222675 0.00502394 0.00454153 -0.000250992 -0.00935467
internal_weight=0 0.00635949 0.00529119 0.00413558 0.00299122 0.00417047 0.00308598 0.0020781
internal_count=3910 2973 2740 1909 1480 937 674 532
is_linear=0
shrinkage=0.1


Tree=6212
num_leaves=8
num_cat=0
split_feature=13 47 4 13 160 4 0
split_gain=1.45892e-05 3.26817e-05 5.0036e-05 3.7578e-05 7.56407e-05 4.78142e-05 6.55463e-05
threshold=-0.23438999999999996 0.11669500000000001 0.24280000000000004 -0.032264999999999995 -0.013634999999999998 0.0057500000000000008 -0.07773999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0098216159642170002 -0.015316328339995938 -0.018393410685902452 0.015249988681196423 0.025670066258261487 -0.032518544969426182 0.010039344053656175 0.0020269739795713811
leaf_weight=0.0013049654098117947 0.0019043787421263395 0.0010159092595235985 0.0018188673607400776 0.0010011200027627257 0.0010485043612219129 0.0012541912778242536 0.0011534711721904692
leaf_count=210 1659 164 430 299 618 152 378
internal_value=0 -0.00147711 0.000623665 -0.00355816 0.00146553 -0.0055456 -0.0144224
internal_weight=0 0.00919644 0.00818053 0.00636167 0.00445729 0.00345617 0.00220198
internal_count=3910 3700 3536 3106 1447 1148 996
is_linear=0
shrinkage=0.1


Tree=6213
num_leaves=9
num_cat=0
split_feature=484 4 0 12 16 4 43 1
split_gain=0.000147752 5.70725e-05 6.07656e-05 3.8516e-05 4.95372e-05 5.8365e-05 6.53312e-05 4.96252e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 -0.023959999999999995 -0.30307999999999996 0.08734500000000002 -0.0037249999999999996 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=-0.00072748561492780035 -0.00038867292047550973 -0.000292637690219739 0.00053102962863163603 -0.00021129321179845766 -0.00022352010149603971 0.00053311871276721229 0.0004644964240488027 -4.6647313444950051e-05
leaf_weight=0.0010128180700817091 0.0010118616531453418 0.0011286066236798281 0.0011170020696931694 0.0016086916852415447 0.0017871872108873427 0.0013631867163394866 0.0017408940230490993 0.0012579218367679721
leaf_count=627 167 402 206 261 1362 110 572 203
internal_value=0 5.50984e-05 9.99862e-05 4.58055e-05 9.50418e-05 0.000175182 7.32319e-05 0.000250086
internal_weight=0 0.0110154 0.0100035 0.00888649 0.00775788 0.00614919 0.004786 0.00299882
internal_count=3910 3283 3116 2910 2508 2247 2137 775
is_linear=0
shrinkage=0.00196078


Tree=6214
num_leaves=10
num_cat=0
split_feature=484 133 42 484 0 47 48 43 15
split_gain=0.000148135 7.56389e-05 6.25283e-05 9.58769e-05 0.000115353 8.80007e-05 9.21391e-05 7.61777e-05 7.51775e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 -0.090359999999999982 0.087270000000000014 -0.074249999999999997 0.09252500000000001 0.087235000000000021 -0.074254999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -6 -4
right_child=1 -3 3 -5 7 -7 -8 -9 -10
leaf_value=-0.00073290946504834772 -0.00033204900699305648 -0.00044854958101134436 0.00066674797658025815 -0.00040721304730619755 0.0009447037024112228 -0.0004027007878922679 -0.00022405225012468854 0.00023996707947656669 4.453995511747624e-05
leaf_weight=0.0010008167207965187 0.0011072276759709213 0.0010390362254433785 0.0017115730410061888 0.0010081565175818165 0.0011980905992017227 0.0011503203069474473 0.0013269568152070323 0.0011612964933083681 0.0013241820573796201
leaf_count=627 342 516 509 319 233 161 198 385 620
internal_value=0 5.49469e-05 0.000107326 0.000162107 0.000235015 7.97427e-05 0.000206949 0.00059783 0.000395344
internal_weight=0 0.0110268 0.0099878 0.00888058 0.00787242 0.00551303 0.00436271 0.00235939 0.00303576
internal_count=3910 3283 2767 2425 2106 1488 1327 618 1129
is_linear=0
shrinkage=0.00196078


Tree=6215
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 4
split_gain=1.53299e-05 2.19509e-05 7.08857e-05 3.64971e-05 4.64845e-05 3.8685e-05 3.23587e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 -0.016619999999999996 -0.029114999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.014896785984622275 -0.011839322325256051 -0.0069452301892579428 0.024233903811756757 0.013137786392031219 -0.0044511312421581708 -0.030403017809018763 -0.0061658054732619504
leaf_weight=0.0012405641360374437 0.0010033591567146513 0.0014834976482083764 0.0014340338131535741 0.0012783619922489622 0.0012542143466250668 0.001059687660907937 0.0017702220197982463
leaf_count=745 279 115 594 421 1147 171 438
internal_value=0 0.00115634 0.00838003 -0.00203542 -0.00567823 -0.0163362 0.00251282
internal_weight=0 0.00952058 0.00291753 0.00660305 0.00532469 0.0023139 0.00301079
internal_count=3910 3631 709 2922 2501 1318 1183
is_linear=0
shrinkage=0.1


Tree=6216
num_leaves=9
num_cat=0
split_feature=484 1375 4 12 49 12 13 16
split_gain=0.000130214 3.71869e-05 4.60169e-05 5.56842e-05 6.65738e-05 8.55823e-05 6.64469e-05 4.43264e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.27608500000000008 -0.036459999999999992 -0.084114999999999981 0.086935000000000012 -0.094679999999999986 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00068594123093433396 -0.00029978808527866385 -0.0003723660207735231 0.00040208610886792668 -0.00035695750115620722 0.00016961198606408513 0.0003057005263386015 -0.0002901717835871904 0.00062566738968384313
leaf_weight=0.0010150761153299515 0.0010711056969058266 0.0011497221005987582 0.0014940136477710518 0.0010877588575309962 0.0017103084051062363 0.0011496877490872071 0.0019228453094431502 0.001572965811579591
leaf_count=627 146 273 403 159 455 102 1468 277
internal_value=0 4.75841e-05 8.44694e-05 2.92491e-05 9.1282e-05 0.000167995 -6.72069e-05 0.000388101
internal_weight=0 0.0111584 0.0100873 0.00859329 0.00744357 0.00635581 0.00307253 0.00328327
internal_count=3910 3283 3137 2734 2461 2302 1570 732
is_linear=0
shrinkage=0.00196078


Tree=6217
num_leaves=8
num_cat=0
split_feature=52 13 47 4 150 3 43
split_gain=1.45656e-05 6.08077e-05 4.73776e-05 5.84633e-05 4.64979e-05 5.39557e-05 4.73118e-05
threshold=0.11401500000000002 -0.23438999999999996 0.10887000000000001 0.24280000000000004 0.086420000000000011 -0.089974999999999986 -0.07526999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.02312473368487317 -0.0097399433238909219 -0.014602555255595713 -0.021784542830371637 0.020973856859168791 -0.021489372830808567 0.02356031104177387 -0.0012165631404800062
leaf_weight=0.0011248977723679011 0.0013606219558335115 0.001457986384180539 0.0010246535880555465 0.0012361659296074683 0.0010997342700991685 0.0012746912954716895 0.0019491526877474295
leaf_count=169 647 599 171 326 239 590 1169
internal_value=0 0.00134789 -0.00169807 0.00123474 -0.00298571 0.00136069 0.00858009
internal_weight=0 0.00916728 0.00804238 0.00701773 0.00578156 0.00468183 0.00322384
internal_count=3910 3263 3094 2923 2597 2358 1759
is_linear=0
shrinkage=0.1


Tree=6218
num_leaves=9
num_cat=0
split_feature=50 159 2 40 51 48 2 16
split_gain=3.09829e-05 4.19939e-05 5.24783e-05 5.94559e-05 0.000100382 5.46173e-05 6.28092e-05 4.35347e-05
threshold=0.088425000000000017 0.090705000000000022 0.12068000000000001 -1.0000000180025095e-35 -0.09021499999999999 0.093225000000000016 0.094010000000000024 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00027922269377404004 -0.00031452434588408423 -0.00034139829965977602 -0.00033606141570199959 0.00073663076763361374 0.00035363653077632518 0.00046332138741836203 -0.00031797381575968993 -0.00010013883397433703
leaf_weight=0.0011966526928222426 0.0010886519206438012 0.0010387125253510576 0.0010660554258900999 0.001104873169647724 0.0018652603651839097 0.0012337432901768329 0.0015939356691273797 0.0014406881824130186
leaf_count=258 689 452 258 274 561 175 430 813
internal_value=0 3.29245e-05 7.3847e-05 0.000125652 0.000192585 9.45844e-05 1.73995e-06 0.000155887
internal_weight=0 0.0105399 0.00950121 0.00843515 0.0072385 0.00613363 0.00489988 0.00330595
internal_count=3910 3221 2769 2511 2253 1979 1804 1374
is_linear=0
shrinkage=0.00196078


Tree=6219
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 1 0 0
split_gain=3.75601e-05 7.52687e-05 7.7641e-05 6.61253e-05 7.60239e-05 7.50783e-05 9.01837e-05 6.17735e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.085110000000000005 -0.060094999999999989 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00055809046954215387 -0.00036319883624176438 0.00048385703850752581 -0.000527870504240925 0.00035833593842266189 -0.00069136490729857956 0.00045437726047811987 0.0001695549996450807 -3.5991217508795048e-05
leaf_weight=0.001024550549324581 0.0010205973820692554 0.0012441635860839561 0.0010650554432413495 0.0018774866857982804 0.0010759744648959715 0.0014580842735461034 0.0018148547596927131 0.00113752746648365
leaf_count=1189 161 279 398 421 211 659 154 438
internal_value=0 3.04898e-05 -2.91771e-05 3.41403e-05 -5.93436e-05 9.2716e-05 -9.30033e-05 -0.000354566
internal_weight=0 0.0106977 0.00945353 0.00838848 0.00651099 0.00429749 0.00283941 0.0022135
internal_count=3910 3749 3470 3072 2651 2002 1343 649
is_linear=0
shrinkage=0.00196078


Tree=6220
num_leaves=9
num_cat=0
split_feature=133 50 42 51 16 15 3 51
split_gain=3.62159e-05 6.00968e-05 3.93976e-05 5.5746e-05 6.17248e-05 6.33058e-05 5.45054e-05 6.27139e-05
threshold=0.099765000000000006 0.086465000000000014 0.095385000000000011 -0.07742499999999998 -0.057604999999999996 -0.008624999999999999 -0.083884999999999987 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.00028792533188669512 -0.00036180812721941814 -0.00041740060282453308 0.00043381693227561311 0.0003127712791288685 0.0006770433525853665 6.8779653195992493e-05 -0.00041715008405209241 0.00018534715690819191
leaf_weight=0.001684854228534205 0.0010167198846345983 0.001057074959617931 0.0010493052839988777 0.0011732063978285552 0.0011978279990115268 0.0014592457392001649 0.001761381678096799 0.0010663429324090363
leaf_count=519 608 562 315 427 398 378 561 142
internal_value=0 2.58437e-05 7.57302e-05 3.06926e-05 0.000111321 0.000342989 -4.2533e-05 -0.000189947
internal_weight=0 0.0104492 0.00939216 0.00834286 0.006658 0.00265707 0.00400093 0.00282772
internal_count=3910 3302 2740 2425 1906 776 1130 703
is_linear=0
shrinkage=0.00196078


Tree=6221
num_leaves=9
num_cat=0
split_feature=133 42 12 0 2 16 151 15
split_gain=3.94777e-05 6.80346e-05 6.73531e-05 4.52652e-05 8.10505e-05 7.13178e-05 5.84397e-05 0.000125831
threshold=0.10064500000000001 0.097535000000000011 0.092365000000000017 -0.017269999999999997 1.0000000180025095e-35 -0.19424999999999998 -0.0074049999999999993 -0.015439999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00042694191147959765 -0.00037378160908642177 0.00050840948762873983 -0.00035620154004019621 0.00041643457884962885 -0.00026468366508972341 0.00056045589416075885 -0.00042681693141242977 0.00043952870222019894
leaf_weight=0.0013964111047453948 0.0010395190355427389 0.0010196131826842982 0.0018932293627769116 0.0011420450542203317 0.0014899974103194094 0.0014030556788214993 0.001135925086172155 0.0014900942927393742
leaf_count=442 598 290 649 245 261 352 439 634
internal_value=0 2.60238e-05 -2.34043e-05 5.47911e-05 -4.93189e-06 0.000101843 0.000237389 6.47776e-05
internal_weight=0 0.0109704 0.00995076 0.00805753 0.00691548 0.00551907 0.00402908 0.00262602
internal_count=3910 3312 3022 2373 2128 1686 1425 1073
is_linear=0
shrinkage=0.00196078


Tree=6222
num_leaves=8
num_cat=0
split_feature=52 160 42 15 2 52 43
split_gain=1.54815e-05 3.39107e-05 3.42876e-05 3.48441e-05 5.29691e-05 3.29875e-05 6.67906e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10192499999999999 0.10113500000000002 -0.087094999999999992 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.013479665476657139 -0.017552280475315173 -0.015852719878039701 -0.0092568835825187195 0.02019258935319947 -0.0059385086115416779 0.019089427581939305 -0.019459214228848463
leaf_weight=0.0013704729269029099 0.0012814000483644663 0.0010484500689974564 0.0013584872803814266 0.0019546420817801459 0.0012861462343740789 0.0011623421753269533 0.0011176193820218669
leaf_count=456 924 695 266 648 187 304 430
internal_value=0 -0.00286561 0.000466622 0.00418678 0.00982215 0.00518129 -0.00131606
internal_weight=0 0.00692913 0.00564773 0.00459928 0.00324079 0.00365043 0.00248809
internal_count=3910 2720 1796 1101 835 1190 886
is_linear=0
shrinkage=0.1


Tree=6223
num_leaves=9
num_cat=0
split_feature=47 47 51 1 457 4 3 15
split_gain=1.6174e-05 3.55809e-05 4.31942e-05 7.45814e-05 4.41933e-05 0.000103157 5.07438e-05 1.49448e-05
threshold=0.10436500000000001 0.077065000000000008 0.08955500000000001 0.11198000000000001 0.082870000000000013 -1.0000000180025095e-35 -0.040669999999999991 0.082225000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.01498678814691405 0.0086381347089821755 -0.019171005752204467 -0.018506813140938296 0.028446937753149576 0.017646262517119947 -0.029882865428581706 0.018381805878466679 0.0022607192338222658
leaf_weight=0.0010084155556620922 0.0017709069596716356 0.0010435861976787987 0.001035718976939385 0.0010122196662278515 0.0010378970699596911 0.0012395589052517056 0.0014043265317279525 0.0010011605766159586
leaf_count=527 290 288 372 361 224 522 174 1152
internal_value=0 -0.00183789 0.00049935 0.00343585 -0.00101243 -0.00517402 0.00379756 -0.00639417
internal_weight=0 0.00878288 0.0077393 0.00670358 0.00569136 0.00465346 0.0034139 0.00200958
internal_count=3910 3620 3332 2960 2599 2375 1853 1679
is_linear=0
shrinkage=0.1


Tree=6224
num_leaves=8
num_cat=0
split_feature=1 0 15 51 16 151 2
split_gain=1.47146e-05 3.83666e-05 2.95324e-05 4.40812e-05 5.93893e-05 5.91522e-05 9.78484e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.0088999999999999982 0.10433000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=-0.014846477256965879 0.023012433628721289 0.0065977996201030875 -0.010242362900285436 -0.011320325956558387 -0.017166515981570044 -0.0022897160798293725 0.039865497554946075
leaf_weight=0.0019128699583474125 0.001174487846440378 0.0014797043797971344 0.0014474713368966032 0.0010342038055972023 0.0012598878951713636 0.0011635982830898099 0.0010452210316799562
leaf_count=1913 265 95 571 188 409 259 210
internal_value=0 -0.00549335 0.00250823 0.00575904 0.00125886 0.00841697 0.0176583
internal_weight=0 0.00339257 0.00712487 0.0056774 0.00450291 0.00324302 0.00220882
internal_count=3910 2008 1902 1331 1066 657 469
is_linear=0
shrinkage=0.1


Tree=6225
num_leaves=9
num_cat=0
split_feature=484 4 0 0 16 1 15 1
split_gain=0.000134497 4.53796e-05 0.000113061 4.65778e-05 5.38499e-05 9.24294e-05 9.0887e-05 4.32278e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 -0.053834999999999994 -0.30307999999999996 0.095575000000000007 -0.0063699999999999989 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.00100365424384168 0.0010190131470305995 0.0018507217248807575 0.001142164620855402 0.0010297635776432097 0.0015242472779182759 0.001113582759974238 0.0019893669195261247 0.0015422331758304312
leaf_count=627 167 375 206 222 750 232 1152 179
internal_value=0 4.90769e-05 8.85221e-05 1.51557e-05 6.55608e-05 0.00015356 -5.50976e-05 0.000429612
internal_weight=0 0.0112111 0.0101921 0.00904992 0.00802015 0.00616943 0.00351361 0.00265582
internal_count=3910 3283 3116 2910 2688 2313 1902 411
is_linear=0
shrinkage=0.00196078


Tree=6226
num_leaves=9
num_cat=0
split_feature=3 1 15 3 1 12 47 1
split_gain=3.10125e-05 4.38603e-05 5.47171e-05 7.20649e-05 3.60187e-05 7.41839e-05 8.44421e-05 6.93005e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.069909999999999986 0.092010000000000022 -1.0000000180025095e-35 0.10887000000000001 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2
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leaf_value=0.00031705564210299133 -0.00055631931108585488 0.00039361516897424518 -0.00035520588692018203 0.00024043941682721685 0.00043510394470023449 -0.00034689535609555333 -0.00061749961589274108 0.00025721722921824504
leaf_weight=0.0010218990192186446 0.0011655746129037876 0.0010553530329008021 0.0015676883554531682 0.0015560475927103759 0.0011608057016751945 0.0011592723546336313 0.0010139654437733383 0.0019718639478778447
leaf_count=259 1056 264 984 193 414 334 126 280
internal_value=0 -4.05374e-05 -0.000193772 -5.84931e-05 6.27866e-05 -3.01569e-06 -0.000125708 3.35505e-05
internal_weight=0 0.0106506 0.00428931 0.00312374 0.00636126 0.00530591 0.0041451 0.00313114
internal_count=3910 3651 2233 1177 1418 1154 740 614
is_linear=0
shrinkage=0.00196078


Tree=6227
num_leaves=10
num_cat=0
split_feature=11 13 39 0 2 0 0 1 12
split_gain=4.21196e-05 4.5637e-05 7.0562e-05 5.82704e-05 7.0926e-05 7.98228e-05 9.7659e-05 6.93341e-05 3.57589e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=4.7792968341544834e-05 -0.00037982752121933219 0.00055528275633395677 0.00038411961312023312 -0.0004883018545754317 -0.00041908977054693749 -0.00069449377793771665 0.00029693703445306978 2.386885612736783e-05 0.00055181034628053627
leaf_weight=0.0011277141589450769 0.0010303602110614202 0.0010838012151006804 0.0013543439774023032 0.0012517988083225124 0.0013688543233980246 0.0010337542056234905 0.0017199272541274968 0.0010324771385565724 0.0010405650869236924
leaf_count=267 263 99 392 331 199 1019 1177 94 69
internal_value=0 3.47425e-05 -2.77519e-05 -0.00010222 -2.47545e-05 8.60858e-05 -4.82235e-05 -0.000335534 0.000289673
internal_weight=0 0.0110132 0.00884496 0.00749061 0.00623881 0.00486996 0.00378616 0.00206623 0.00216828
internal_count=3910 3647 3311 2919 2588 2389 2290 1113 336
is_linear=0
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Tree=6228
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 40 2 2
split_gain=4.33867e-05 6.97149e-05 7.32129e-05 6.14112e-05 3.45074e-05 4.41908e-05 5.37433e-05 5.49838e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 0.086325000000000013 -1.0000000180025095e-35 0.079395000000000007 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.0004437843864209462 -0.0004036526784865296 0.00046045508334745087 -0.00052100925207030344 -0.00030849922521196025 -0.00027570998890086881 0.00041441037539705381 -0.00028781428578751589 0.0002762851363148016
leaf_weight=0.0011584058738732901 0.0010171478983338087 0.0012241290799236025 0.0010654564766205731 0.0011313206163998737 0.0018240621563207268 0.001580398399760334 0.0015176324104194329 0.0011815331341783501
leaf_count=128 161 279 398 202 1150 339 884 369
internal_value=0 2.01517e-05 -3.68309e-05 2.46309e-05 -4.24808e-05 3.6143e-05 0.000127251 -4.08853e-05
internal_weight=0 0.0106829 0.00945881 0.00839335 0.00723495 0.00541088 0.00427956 0.00269917
internal_count=3910 3749 3470 3072 2944 1794 1592 1253
is_linear=0
shrinkage=0.00196078


Tree=6229
num_leaves=10
num_cat=0
split_feature=133 50 156 160 15 42 43 4 2
split_gain=3.55829e-05 6.00321e-05 4.08805e-05 4.4901e-05 7.13235e-05 7.5531e-05 6.8217e-05 8.31968e-05 4.32623e-05
threshold=0.10064500000000001 0.086465000000000014 0.084090000000000012 -0.026849999999999995 -0.095799999999999982 -1.0000000180025095e-35 -0.074254999999999988 0.0057500000000000008 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=0.00049704435064682536 -0.00036227011528873834 -0.00042345308401389525 -0.00027303329917989342 -0.00050378474464585969 -0.00027222016356687342 0.00066336439576737953 -0.00020203692317888718 0.00049828511404464591 4.5047430725362811e-05
leaf_weight=0.0010599174851359501 0.0010090663745965763 0.0010429826875858741 0.0011589693737937617 0.0011032012614156676 0.0010622538020571039 0.0014093086141051406 0.0013827220460005105 0.001234421018079765 0.0011055716349777263
leaf_count=431 598 562 489 224 483 324 428 151 220
internal_value=0 2.31276e-05 7.20724e-05 0.00011993 6.51565e-05 0.000192868 0.000315568 0.000128282 -0.000229074
internal_weight=0 0.0105593 0.00951637 0.0083574 0.00729748 0.00508871 0.00402645 0.00261714 0.00220877
internal_count=3910 3312 2750 2261 1830 1386 903 579 444
is_linear=0
shrinkage=0.00196078


Tree=6230
num_leaves=9
num_cat=0
split_feature=133 50 12 156 43 16 1 48
split_gain=1.3448e-05 4.03798e-05 4.25076e-05 4.81755e-05 5.43823e-05 4.25413e-05 4.39751e-05 5.07541e-05
threshold=0.094185000000000005 0.07992500000000001 -0.023959999999999995 0.083375000000000019 -0.15648499999999999 -0.19424999999999998 0.094695000000000015 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=-0.015612118011184875 -0.01079022442085968 -0.017496860445561847 0.030215838890131099 -0.014267071086469595 -0.0074177081118587326 -0.010541688458202953 0.027176731275061039 0.018349947484621935
leaf_weight=0.0010364704193791255 0.001059264645919651 0.0010416187462425003 0.0010327023609025317 0.0010135301041619129 0.0017939079420481764 0.0012326269410597207 0.0011888042958221527 0.0011999416563914945
leaf_count=409 669 589 132 431 290 944 241 205
internal_value=0 0.00108635 0.00336414 0.00600011 0.00918582 0.00517536 0.0114135 0.00371003
internal_weight=0 0.0095396 0.00849798 0.00746151 0.00644798 0.00541528 0.00362137 0.00243257
internal_count=3910 3241 2652 2243 1812 1680 1390 1149
is_linear=0
shrinkage=0.1


Tree=6231
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 1 0 0
split_gain=3.72531e-05 8.11007e-05 7.54448e-05 5.76794e-05 6.97595e-05 6.7398e-05 6.95953e-05 4.46929e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 0.085110000000000005 -0.060094999999999989 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00049076651387430802 -0.00036543949668378471 0.00050083080982314785 -0.00052221371839272258 0.00033132857453688929 -0.00063059084449854205 0.00043336807098640686 0.00014463415617390333 -7.1141418798520306e-05
leaf_weight=0.0010436800257516993 0.0010139760601130575 0.0012328376009360801 0.0010776240914817303 0.0018808797454311814 0.0010669768714958543 0.0014359169997554717 0.001815750123686643 0.0011309058556459889
leaf_count=1189 161 279 398 421 211 659 154 438
internal_value=0 2.78251e-05 -3.38715e-05 2.8971e-05 -5.86123e-05 8.67676e-05 -8.72844e-05 -0.00034273
internal_weight=0 0.0106846 0.00945173 0.00837411 0.00649323 0.00429535 0.00285943 0.00219788
internal_count=3910 3749 3470 3072 2651 2002 1343 649
is_linear=0
shrinkage=0.00196078


Tree=6232
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.39334e-05 5.13583e-05 4.79959e-05 3.66591e-05 7.01569e-05 7.59708e-05 0.000122976 6.68887e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
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leaf_value=0.010686551262403192 -0.019047647169113169 -0.017990885902274684 -0.012704805729513248 -0.012499195101296689 0.036969738565780667 0.034143397996686135 -0.022374838790230649 0.0029152197735021761
leaf_weight=0.0010771531924249908 0.0013937158467910897 0.001071060369419524 0.001310234217504579 0.0010507505186361493 0.0010669951844211559 0.0012887482752858073 0.0010728655704981922 0.0012553654897599499
leaf_count=517 856 847 314 147 490 282 207 250
internal_value=0 -0.00131369 0.00173165 0.00473011 0.00775031 0.0134722 0.00562584 0.0185614
internal_weight=0 0.00950974 0.00811602 0.00704496 0.00599421 0.00468397 0.00339523 0.00232236
internal_count=3910 3393 2537 1690 1543 1229 947 740
is_linear=0
shrinkage=0.1


Tree=6233
num_leaves=10
num_cat=0
split_feature=133 52 13 15 42 2 52 2 0
split_gain=4.80831e-05 7.68769e-05 5.48754e-05 7.13586e-05 5.51033e-05 6.76816e-05 6.70459e-05 6.64813e-05 3.4197e-05
threshold=0.10064500000000001 -0.27466499999999994 0.00079000000000000012 0.084050000000000014 0.084100000000000022 0.10869000000000002 -0.069134999999999988 0.087995000000000004 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -4
right_child=-2 2 8 -5 -6 -7 7 -9 -10
leaf_value=-0.00048186372236591634 -0.00041272490908217136 -4.8440401788524811e-05 0.00010554099985204753 -0.00044401895265408541 -0.00024510890835138387 -0.00011245267873898953 0.00022971736834563218 0.0009252544652313268 0.00059451056609029912
leaf_weight=0.001011092157429329 0.0010177851981160923 0.0010384073887971263 0.0010625735881792534 0.0011450942523090471 0.0014831025624968235 0.001851673696420377 0.0011134995259759707 0.0010054001507641304 0.0011397299575308644
leaf_count=378 598 218 347 755 737 252 325 149 151
internal_value=0 3.29999e-05 8.59066e-05 7.27355e-06 8.6874e-05 0.00018517 0.000359718 0.000559744 0.000358591
internal_weight=0 0.0108506 0.00983948 0.00763718 0.00649208 0.00500898 0.00315731 0.0021189 0.0022023
internal_count=3910 3312 2934 2436 1681 944 692 474 498
is_linear=0
shrinkage=0.00196078


Tree=6234
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 47 1 12
split_gain=4.39263e-05 8.46714e-05 6.08082e-05 5.68895e-05 0.000114727 6.6072e-05 0.00011466 6.40745e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.11739999999999999 -0.10575999999999998 0.091845000000000024 0.092255000000000018 0.081005000000000008 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00052921964106465659 -0.00039715328529486778 -0.0004284979044758446 -7.5989419655705782e-05 -0.00032663332829604687 0.00078057981815645165 0.00036440229980140055 -0.00061215705538151806 0.00025374521141534838
leaf_weight=0.0011597073569018712 0.0010186458140145479 0.0012858404477171766 0.0014532775348373864 0.0011612035188147841 0.0010253161908819735 0.0010631494558552956 0.001555830347398689 0.0019756238723240222
leaf_count=249 161 447 195 648 148 188 809 1065
internal_value=0 2.8997e-05 -3.19376e-05 2.99872e-05 0.000278346 -7.69625e-05 -0.000176956 3.88983e-05
internal_weight=0 0.0106799 0.00952024 0.0082344 0.00247859 0.00575581 0.00469266 0.00313683
internal_count=3910 3749 3500 3053 343 2710 2522 1713
is_linear=0
shrinkage=0.00196078


Tree=6235
num_leaves=8
num_cat=0
split_feature=133 42 160 151 4 4 13
split_gain=1.64508e-05 3.82739e-05 3.45435e-05 3.21005e-05 8.08964e-05 6.43948e-05 7.46309e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.070604999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.011564471247000611 -0.016729540593413628 -0.010472560650696145 -0.0089037954995662728 0.025600520641903397 0.029500652319292338 -0.019122582390596363 -0.010083196169837232
leaf_weight=0.0010869478232003191 0.0013938232092543116 0.0019285651061349786 0.0013297190838695511 0.0013356816024952748 0.0013431561277870425 0.0011214620127739864 0.0010444030551130282
leaf_count=604 752 952 350 361 259 193 439
internal_value=0 -0.00142286 0.0012101 0.00485914 0.00863664 0.000633427 0.00994218
internal_weight=0 0.00949681 0.00810299 0.00617442 0.0048447 0.00350155 0.00238008
internal_count=3910 3306 2554 1602 1252 993 800
is_linear=0
shrinkage=0.1


Tree=6236
num_leaves=7
num_cat=0
split_feature=150 151 52 2 13 43
split_gain=1.61188e-05 4.12598e-05 3.75194e-05 3.28433e-05 5.29778e-05 4.55578e-05
threshold=0.084800000000000014 -0.03268999999999999 0.11401500000000002 0.088675000000000018 -0.091849999999999987 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.020442776603071301 0.0083688734109812878 0.0091815045552993794 -0.016650683964177498 0.025524666102653318 -3.3929610572806175e-05 -0.014725814557902851
leaf_weight=0.0010531039738842542 0.0018605199864255252 0.0014764104646305895 0.0010744923534354968 0.0013728355217309707 0.0019816576257589533 0.001732313074190284
leaf_count=363 458 461 568 175 957 928
internal_value=0 -0.001887 0.000671516 0.00350741 0.010426 -0.00372549
internal_weight=0 0.00869081 0.00763771 0.00656322 0.00335449 0.00320872
internal_count=3910 3452 3089 2521 1132 1389
is_linear=0
shrinkage=0.1


Tree=6237
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 47 1 133
split_gain=4.65677e-05 6.41953e-05 5.46352e-05 8.68453e-05 0.000107569 6.27608e-05 9.42557e-05 5.16777e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.11739999999999999 -0.10575999999999998 0.091845000000000024 0.092255000000000018 0.081005000000000008 0.084285000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00046472294594727791 -0.00040273528865517185 -0.00039994365379832325 2.5429507277291951e-06 0.00020299191757355739 0.00081765052453510725 0.00032555415299803956 -0.00057984149515132889 -0.00031068303601967782
leaf_weight=0.0011643870207579442 0.0010500872979753639 0.0012800921625371825 0.0015271885129010221 0.0019296262096865175 0.0010507352639211967 0.0010991839336707996 0.001613047150819993 0.001234852498329133
leaf_count=249 161 447 195 940 148 188 809 773
internal_value=0 2.96128e-05 -2.24314e-05 3.47266e-05 0.000334772 -9.68938e-05 -0.000194088 2.54412e-06
internal_weight=0 0.0108991 0.00973473 0.00845463 0.00257792 0.00587671 0.00477753 0.00316448
internal_count=3910 3749 3500 3053 343 2710 2522 1713
is_linear=0
shrinkage=0.00196078


Tree=6238
num_leaves=8
num_cat=0
split_feature=1 4 15 47 151 4 0
split_gain=1.82975e-05 3.81081e-05 2.51444e-05 5.02753e-05 4.86453e-05 6.5743e-05 1.18262e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 0.087850000000000025 -0.044604999999999992 0.0057500000000000008 -0.10462499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -5
right_child=2 -3 -4 6 5 -7 -8
leaf_value=0.0028452652979007518 -0.0045860210700927363 -0.018620023545445837 -0.0088959144239010302 -0.012653988654553651 0.0037813145315894192 0.037539051790142663 0.0015020150301957827
leaf_weight=0.0019811444609566338 0.001010486373824903 0.0014198033999027262 0.0014636386127448867 0.0011443051923055833 0.0010863430928239014 0.0012302027984340937 0.0012186379347307896
leaf_count=454 261 1554 571 114 350 350 256
internal_value=0 -0.00611591 0.0027936 0.0058005 0.0137222 0.0217084 -0.00535333
internal_weight=0 0.00340095 0.00715361 0.00568998 0.00332703 0.00231655 0.00236294
internal_count=3910 2008 1902 1331 961 700 370
is_linear=0
shrinkage=0.1


Tree=6239
num_leaves=8
num_cat=0
split_feature=133 50 3 0 42 13 49
split_gain=1.59474e-05 3.31433e-05 3.66435e-05 4.60214e-05 6.47155e-05 5.2092e-05 9.09957e-05
threshold=0.094185000000000005 0.07992500000000001 -0.12008499999999998 -0.053834999999999994 0.090240000000000015 -0.0019849999999999994 -0.010424999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.017329940132641896 -0.011732975063195985 -0.015657163837138041 -0.017601354669892728 -0.01679789028680791 0.02699173934449018 -0.01427708035979001 0.01965121578619855
leaf_weight=0.0015255726880671868 0.0010544942501307828 0.0010351290291145442 0.0013303251459137306 0.0012937231203552016 0.0010140328213627736 0.0013317130108454118 0.0019450533732027226
leaf_count=331 669 589 1128 307 396 142 348
internal_value=0 0.00123093 0.00330208 0.000207214 0.004121 -0.000912905 0.00586239
internal_weight=0 0.00947555 0.00844042 0.00691485 0.00562112 0.00460709 0.00327677
internal_count=3910 3241 2652 2321 2014 1618 490
is_linear=0
shrinkage=0.1


Tree=6240
num_leaves=9
num_cat=0
split_feature=133 50 47 51 1 43 13 1
split_gain=4.4647e-05 5.08058e-05 4.17509e-05 4.71811e-05 6.73438e-05 4.7766e-05 5.46558e-05 4.36811e-05
threshold=0.10064500000000001 0.086465000000000014 0.087850000000000025 -0.07742499999999998 0.10937500000000001 -0.06705499999999999 -1.0000000180025095e-35 0.11899000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -4
right_child=-2 -3 7 4 -6 6 -8 -9
leaf_value=-0.00019257918351811484 -0.00039428670438063817 -0.0003762240341968638 7.6352328471154183e-05 0.00038557835381276953 0.00063304640785554476 -0.00038514189785602198 0.00016524266185957806 -0.00045224327086728554
leaf_weight=0.001262272672366142 0.0010381483533237453 0.0010588283390106741 0.0014445932271997303 0.0016605635361362685 0.0012316410519888805 0.0010684152393149347 0.0019778244661962955 0.0010292990600309162
leaf_count=477 598 562 273 588 382 681 275 74
internal_value=0 3.15512e-05 7.61798e-05 0.00015168 0.000224856 0.000118043 -2.77951e-05 -0.000143578
internal_weight=0 0.0107334 0.00967461 0.00720072 0.00593844 0.0047068 0.00304624 0.00247389
internal_count=3910 3312 2750 2403 1926 1544 956 347
is_linear=0
shrinkage=0.00196078


Tree=6241
num_leaves=10
num_cat=0
split_feature=11 3 1 13 457 43 15 12 15
split_gain=3.36122e-05 3.52474e-05 3.96601e-05 5.27051e-05 5.52218e-05 7.61327e-05 4.84211e-05 5.65259e-05 3.9611e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3 -8 -7
right_child=-2 2 3 4 -6 8 7 -9 -10
leaf_value=0.00035355289097513046 -0.00034905279285195746 -0.00051486957547178084 0.00048428758360654636 0.00026232617320208859 0.00038660015077452147 -8.0025535177731741e-05 0.00031234323355378506 -0.00028609388733295094 -0.0005929285563738907
leaf_weight=0.0011301833259069654 0.0010040891911541469 0.0011122697113326108 0.0010524622348622214 0.0012993587782080475 0.0010860836197391843 0.0011847671452538695 0.0010864806549869693 0.0013745846287790103 0.0011320384205556447
leaf_count=183 263 1021 411 311 132 117 417 687 368
internal_value=0 2.65247e-05 -1.3098e-05 8.76501e-05 -1.12576e-06 -0.000117576 -0.000175349 -2.19033e-05 -0.00033064
internal_weight=0 0.0104582 0.00932805 0.00575471 0.00470225 0.00361616 0.00357333 0.00246107 0.00231681
internal_count=3910 3647 3464 1339 928 796 2125 1104 485
is_linear=0
shrinkage=0.00196078


Tree=6242
num_leaves=9
num_cat=0
split_feature=15 151 16 48 12 15 15 4
split_gain=1.67651e-05 4.41181e-05 4.29684e-05 0.000106459 5.84653e-05 5.51149e-05 5.00251e-05 8.15314e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.094359999999999986 0.091555000000000011 0.083325000000000024 -0.017214999999999998 1.0000000180025095e-35 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.0087960717755322989 0.018447815129747667 -0.030630619263674927 -0.023168057954799051 0.032054934035402535 0.003389413792318976 -0.0071814682438773522 -0.013373238047800554 0.032683574561632685
leaf_weight=0.0018207261476540287 0.00133981931099828 0.0010152431134966844 0.0010732480625433465 0.0010444480180300947 0.0010054420047963702 0.0010430431407502723 0.0011856775950933448 0.0010096097938913607
leaf_count=614 487 138 536 197 358 171 1228 181
internal_value=0 0.00175442 -0.00127757 0.00341025 -0.0137031 -0.00352872 0.00298016 0.0124264
internal_weight=0 0.00871653 0.00737671 0.00535603 0.00202069 0.00431158 0.00323833 0.00205265
internal_count=3910 3296 2809 2313 496 2116 1580 352
is_linear=0
shrinkage=0.1


Tree=6243
num_leaves=8
num_cat=0
split_feature=133 40 15 4 52 49 0
split_gain=1.65563e-05 2.77448e-05 5.53142e-05 7.69652e-05 0.000110466 6.4576e-05 3.84673e-05
threshold=-0.085714999999999986 -0.012844999999999997 -0.11739999999999999 -0.034289999999999994 0.071660000000000015 -0.010424999999999999 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7
right_child=1 2 3 5 -6 6 -8
leaf_value=0.011657650110282048 0.011914144198699073 -0.021853919789033689 -0.031883706521407013 -0.0047913145637703729 0.0096523880913295355 0.033117686901191455 0.0066119208634059434
leaf_weight=0.0010814485820885887 0.0013408004155720894 0.0013793530468517255 0.0014351864934505805 0.0019078641968963291 0.0011560566130321146 0.0011381265904263512 0.0010551492083007413
leaf_count=604 368 358 735 357 668 117 703
internal_value=0 -0.00140691 -0.00361968 0.000138538 -0.0133528 0.00866284 0.0203662
internal_weight=0 0.00941254 0.00807174 0.00669238 0.00259124 0.00410114 0.00219328
internal_count=3910 3306 2938 2580 1403 1177 820
is_linear=0
shrinkage=0.1


Tree=6244
num_leaves=10
num_cat=0
split_feature=484 4 0 1 1 0 15 0 15
split_gain=0.000134875 4.95813e-05 9.76604e-05 4.58079e-05 7.91131e-05 5.63082e-05 4.96471e-05 7.96599e-05 6.05157e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.09112000000000002 -0.083674999999999986 -0.15202999999999997 -0.15007499999999999 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 -8 -9
right_child=1 2 -4 4 6 -7 7 8 -10
leaf_value=-0.00068716806619333439 -0.0003651655729606527 -0.0005573579957850322 0.00062430454433861347 0.00045202006967587144 0.00031583836830125563 8.545054793899282e-05 -0.00054415379520162581 0.00032623109959233038 -0.00025650393747569846
leaf_weight=0.0010416647739524528 0.0010070650659259753 0.0010352850408706506 0.0011690365362463312 0.0018063514619304569 0.0012585285667375025 0.0010607188028725028 0.0012369530967089207 0.0014712944954162546 0.0012822796740134478
leaf_count=627 167 793 206 401 267 734 109 271 335
internal_value=0 5.01153e-05 9.06383e-05 2.24657e-05 9.80777e-05 -0.000232054 -2.37241e-05 -0.000130815 5.48641e-05
internal_weight=0 0.0113275 0.0103204 0.00915141 0.00705541 0.002096 0.00524906 0.00399053 0.00275357
internal_count=3910 3283 3116 2910 1383 1527 982 715 606
is_linear=0
shrinkage=0.00196078


Tree=6245
num_leaves=10
num_cat=0
split_feature=123 1 457 484 47 2 4 13 13
split_gain=4.55148e-05 5.08143e-05 8.45217e-05 6.31351e-05 5.44202e-05 5.37814e-05 6.8581e-05 7.9497e-05 5.24693e-05
threshold=1.0000000180025095e-35 0.12864500000000004 0.088055000000000008 0.084225000000000008 0.09252500000000001 0.087005000000000013 0.022820000000000003 -0.074599999999999986 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00026816364148511527 0.0003905032156356164 0.00031829696269450092 0.0004337622376097064 0.00024628831551071895 -0.00060769485069832752 -0.0001741708951121206 5.9845753633155753e-05 -0.00090878767215984188 0.00031302720278420198
leaf_weight=0.0010253707625986052 0.0010136553594179394 0.0013083741397540575 0.0010398153646658673 0.0012605755286765998 0.0012152492134613743 0.0012389085679123358 0.0012604865174040856 0.001043279269153453 0.0014302148080360816
leaf_count=860 334 233 168 361 285 372 359 675 263
internal_value=0 -4.40101e-05 -9.38354e-05 -0.000158574 -0.000229325 -0.000152667 -0.000307244 -0.000509994 7.03413e-05
internal_weight=0 0.0108223 0.0095139 0.00847408 0.00721351 0.00599826 0.00354267 0.00228219 0.00245559
internal_count=3910 3576 3343 3175 2814 2529 1406 1047 1123
is_linear=0
shrinkage=0.00196078


Tree=6246
num_leaves=7
num_cat=0
split_feature=1 4 150 16 16 160
split_gain=1.58846e-05 3.64507e-05 2.39247e-05 5.8971e-05 3.56504e-05 5.69738e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 -0.27337499999999998 -0.055679999999999993 -0.026849999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.0030388708047947369 -0.019837624668155703 -0.017968419992111202 0.01326275481193831 0.015801145321452627 0.013743306910851866 -0.01672536021780055
leaf_weight=0.0019867621739534692 0.0012292164889613939 0.0014137008475376142 0.0016273419706885079 0.0017840821661246685 0.0011338995231248991 0.0013377890694140017
leaf_count=454 280 1554 362 495 290 475
internal_value=0 -0.00569465 0.00261481 -0.000544335 0.00502825 -0.00274771
internal_weight=0 0.00340046 0.00711233 0.00548499 0.00425577 0.00247169
internal_count=3910 2008 1902 1540 1260 765
is_linear=0
shrinkage=0.1


Tree=6247
num_leaves=8
num_cat=0
split_feature=403 13 4 13 4 150 1
split_gain=1.41451e-05 4.56956e-05 5.52057e-05 4.6615e-05 4.10024e-05 5.34266e-05 5.79698e-05
threshold=0.03138500000000001 0.083175000000000013 -0.06272999999999998 -0.083924999999999986 -0.0010999999999999996 0.085075000000000026 0.10786000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.0041595042634001945 0.010990302041762413 0.013767651756201597 0.01728174970193911 -0.033058187933042098 -0.025444978795133757 0.01445703194304898 0.0017586276402411036
leaf_weight=0.0011873040421695289 0.0010421401551182511 0.0016618744193154971 0.0011925615199116432 0.0010533949615265776 0.0014187301767126712 0.0011860738780993542 0.0017490669806598895
leaf_count=282 470 377 835 857 526 206 357
internal_value=0 -0.00128572 -0.0044983 -0.0177453 0.000853351 -0.00364652 -0.0104248
internal_weight=0 0.00944901 0.00778713 0.0022407 0.00554643 0.00435387 0.0031678
internal_count=3910 3440 3063 1139 1924 1089 883
is_linear=0
shrinkage=0.1


Tree=6248
num_leaves=10
num_cat=0
split_feature=484 4 0 1 2 3 12 15 3
split_gain=0.000152808 7.3636e-05 0.000124277 6.94889e-05 6.13346e-05 0.000133395 5.93901e-05 5.03246e-05 4.36704e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 0.097345000000000015 0.083935000000000023 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 6 -6 -5 -3 -7
right_child=1 2 -4 4 5 8 -8 -9 -10
leaf_value=-0.00074602378626749595 -0.0004492338507237073 -0.00057725225962530215 0.00075360397002310756 -0.00031452440450309454 0.00077526637382680755 0.00023961911354631728 0.00026888540630163081 2.6661111767752908e-05 -0.00025269370561971594
leaf_weight=0.0010061666856776364 0.0010258720619435715 0.0010817588558299565 0.001013230566299734 0.0018042150121468422 0.0013748720904073145 0.0016355343407736672 0.0010679348283161366 0.0010410460902628238 0.0012017207368915667
leaf_count=627 151 780 152 608 374 129 158 750 181
internal_value=0 5.15587e-05 0.000101826 3.00986e-05 0.000123345 0.000274002 -9.75985e-05 -0.000281087 3.10998e-05
internal_weight=0 0.0112462 0.0102203 0.00920708 0.00708428 0.00421213 0.00287215 0.0021228 0.00283726
internal_count=3910 3283 3132 2980 1450 684 766 1530 310
is_linear=0
shrinkage=0.00196078


Tree=6249
num_leaves=9
num_cat=0
split_feature=12 3 48 1 2 3 0 3
split_gain=1.46499e-05 2.6715e-05 3.7944e-05 5.42653e-05 4.64754e-05 3.93576e-05 6.63642e-05 4.15558e-05
threshold=0.10700500000000002 0.13772500000000001 0.10911000000000001 0.11198000000000001 0.10679500000000001 -0.089974999999999986 -0.084304999999999977 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.013460021000727998 -0.011352956985297697 0.016164950217922282 -0.018823661296725549 0.020117369262078192 -0.021481583369769568 -0.016171160730586699 0.023333417643143915 0.011053781366399897
leaf_weight=0.0012701467737664977 0.0010375692222302718 0.0010548190800320984 0.0010174069341151084 0.0013238226724985504 0.0010390961477920197 0.0012408004330293912 0.0014852474546921592 0.0010228223612884779
leaf_count=556 355 224 153 296 297 984 938 107
internal_value=0 0.00116464 -0.000719146 0.00177609 -0.00223186 0.00175344 0.00690789 -0.00386952
internal_weight=0 0.00945416 0.00839934 0.00738194 0.00605811 0.00501902 0.00374887 0.00226362
internal_count=3910 3555 3331 3178 2882 2585 2029 1091
is_linear=0
shrinkage=0.1


Tree=6250
num_leaves=10
num_cat=0
split_feature=123 133 50 48 3 1 3 15 0
split_gain=5.48065e-05 5.76146e-05 7.44607e-05 5.38824e-05 7.28446e-05 0.000100845 8.11219e-05 6.21721e-05 0.000137133
threshold=1.0000000180025095e-35 0.093845000000000026 0.07992500000000001 0.11379500000000002 -0.12008499999999998 0.094695000000000015 -1.0000000180025095e-35 0.041585000000000004 -0.10783
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.00050575216271948485 0.00042118522338558425 -0.00049381152984245965 -0.00050945771545098182 -0.00036988399303661371 4.0371189283192531e-05 -0.00013605133286462333 0.00054593430385480382 0.00017934545776980307 -0.00090778154348805098
leaf_weight=0.0014350455581856282 0.0010223143121328359 0.0010346020139653323 0.0010173012589496265 0.0010323284989802069 0.001300689364006092 0.0010760029071472357 0.0017796991589665379 0.0010865221996663706 0.0010680380645604146
leaf_count=302 334 630 558 109 149 227 250 707 644
internal_value=0 -5.37569e-05 -7.27888e-06 5.09175e-05 0.000106999 1.63264e-05 0.000288968 -0.000209007 -0.000387142
internal_weight=0 0.0108302 0.00979563 0.00877833 0.007746 0.00631095 0.0028557 0.00345525 0.00236873
internal_count=3910 3576 2946 2388 2279 1977 477 1500 793
is_linear=0
shrinkage=0.00196078


Tree=6251
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 12 2 3 12 151
split_gain=0.000147156 8.44744e-05 0.000100462 5.64754e-05 6.10251e-05 5.61721e-05 0.000107427 0.000122717 0.000112844 6.30349e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083935000000000023 0.10106500000000002 1.0000000180025095e-35 0.086245000000000016 0.051320000000000005 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -5 -9
right_child=1 2 -4 5 -6 -7 7 9 -10 -11
leaf_value=-0.00070936476314592675 -0.00048590015779205806 -0.00055227608043222499 0.00067563838412016872 0.00014488435012779654 9.6036299530358565e-05 0.00054939211814018535 0.00073994241065985134 -0.00036751776913029112 -0.00075630991262391105 0.00022858344243090238
leaf_weight=0.0010619662992526263 0.0010216941531736986 0.0011308917552701426 0.0010651735189839443 0.0010731709484119722 0.0011023229005413691 0.001025526087863494 0.0012902024581910526 0.0010608492795887332 0.0010636664020897031 0.0019099291767918566
leaf_count=627 151 780 152 177 750 183 314 108 471 197
internal_value=0 5.28246e-05 0.000104161 4.11235e-05 -0.000232267 0.000123369 5.50808e-05 0.00023501 -0.000303709 1.57189e-05
internal_weight=0 0.0117434 0.0107217 0.00965656 0.00223321 0.00742334 0.00639782 0.00426098 0.00213684 0.00297078
internal_count=3910 3283 3132 2980 1530 1450 1267 619 648 305
is_linear=0
shrinkage=0.00196078


Tree=6252
num_leaves=10
num_cat=0
split_feature=123 2 47 52 457 3 13 42 2
split_gain=5.68767e-05 5.01386e-05 4.77002e-05 4.8648e-05 5.2267e-05 6.25382e-05 8.01814e-05 0.000112464 3.54705e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10436500000000001 -0.11051499999999999 0.082870000000000013 0.090325000000000003 0.0024700000000000004 0.084100000000000022 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00044381755247069744 0.00043906177548873082 -0.00043135304924089894 0.00033986932527437809 0.00019190332869724726 0.00034428463194216617 -0.00040913789430987334 -0.00041021595737406079 -0.00033650318723239787 0.00069853842316703718
leaf_weight=0.0010784529928836621 0.0010183898341727246 0.001157120859844281 0.0013674214823592582 0.0010031562308048178 0.0013902144397853833 0.0015991356594466481 0.0010968702340863248 0.001000804230940208 0.0011295145564533668
leaf_count=531 334 275 212 229 189 143 377 1098 522
internal_value=0 -4.56325e-05 5.44362e-07 -5.53718e-05 2.65293e-06 -7.88194e-05 4.60461e-05 0.00020576 0.00046023
internal_weight=0 0.0108227 0.00966557 0.00829815 0.0072197 0.00582948 0.00423035 0.00313348 0.00213267
internal_count=3910 3576 3301 3089 2558 2369 2226 1849 751
is_linear=0
shrinkage=0.00196078


Tree=6253
num_leaves=7
num_cat=0
split_feature=4 42 0 4 4 3
split_gain=1.56325e-05 2.89406e-05 3.76623e-05 7.52731e-05 5.27103e-05 4.33856e-05
threshold=0.27020000000000005 0.091955000000000023 -0.017269999999999997 0.074650000000000008 0.0057500000000000008 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0054907535932435881 0.0089558849950534796 -0.016471383151828566 0.012808406612907358 -0.026381770241445387 0.01873783598331789 -0.017326114720531995
leaf_weight=0.0018891991914478615 0.0016181699304015995 0.0011584372817956467 0.0018768805743519697 0.0011522629248040634 0.0013601991039904147 0.0014911270841852342
leaf_count=1740 472 709 288 196 253 252
internal_value=0 -0.00172658 0.000471833 -0.00345742 0.00211472 -0.00457421
internal_weight=0 0.00892811 0.00776967 0.00589279 0.00474053 0.00338033
internal_count=3910 3438 2729 2441 2245 1992
is_linear=0
shrinkage=0.1


Tree=6254
num_leaves=7
num_cat=0
split_feature=4 15 2 12 3 4
split_gain=1.37658e-05 5.65742e-05 2.44539e-05 7.09854e-05 3.97134e-05 6.19815e-05
threshold=0.24280000000000004 -0.14487999999999998 0.106285 0.097510000000000013 -0.078884999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.011847277160042538 0.021697644615920497 -0.0099519012015765861 0.0077763478799454059 -0.028889976520441774 0.019609515578487884 -0.0075748371095654306
leaf_weight=0.0018987843151630802 0.001201621039595072 0.0010656723049648964 0.0019606913158512285 0.0010395009249277703 0.0017066068854469955 0.0016493061505284071
leaf_count=1675 348 201 549 357 515 265
internal_value=0 0.00682174 -0.00197544 -0.0050132 -0.00028982 0.00624942
internal_weight=0 0.00226729 0.00825489 0.0062942 0.0052547 0.00335591
internal_count=3910 549 3361 2812 2455 780
is_linear=0
shrinkage=0.1


Tree=6255
num_leaves=9
num_cat=0
split_feature=48 16 15 15 2 4 0 16
split_gain=4.41436e-05 0.000105496 5.13289e-05 7.33477e-05 8.07734e-05 6.2089e-05 6.11941e-05 6.76559e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.14097499999999996 -0.097269999999999981 0.106285 -0.34687499999999999 -0.06402999999999999 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.00058292831467101648 -0.00039579781770828192 -0.00043162761923859017 0.00049417466607927984 -0.00057644644907396073 0.00036939146678218387 5.3458419428615261e-05 0.00029527700417199634 -0.00049343561080801427
leaf_weight=0.0011979520060784185 0.0010024029443950399 0.0011056374675980753 0.0010826951608971019 0.0010853756113182612 0.0014110949122310276 0.00191675141314934 0.001359899171084655 0.0015920170373243203
leaf_count=249 161 418 177 173 437 908 156 1231
internal_value=0 3.44306e-05 -3.43479e-05 1.76473e-05 -5.24035e-05 -0.000152368 -5.78278e-05 -0.000194681
internal_weight=0 0.0107514 0.00955347 0.00844783 0.00736514 0.00595404 0.00486867 0.00350877
internal_count=3910 3749 3500 3082 2905 2468 2295 2139
is_linear=0
shrinkage=0.00196078


Tree=6256
num_leaves=9
num_cat=0
split_feature=159 1 484 49 1 3 16 457
split_gain=1.33899e-05 3.18535e-05 3.82698e-05 4.0998e-05 4.36871e-05 5.85886e-05 5.57412e-05 2.4041e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.073820000000000011 -0.045004999999999996 0.11052000000000002 -0.089974999999999986 -0.055679999999999993 0.056920000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.010569020229108276 -0.0022223067538652227 0.018008380322566474 0.01576539185363824 -0.024457467198621425 -0.026943898140477679 0.013973398976327864 -0.013110164835223726 0.019483281231752837
leaf_weight=0.0010894674618030743 0.001041423990606756 0.0010006714751086996 0.0011888940484809382 0.0010337404580985287 0.0010129690388926754 0.0018717732441919683 0.0012792891046378505 0.0010005164630165044
leaf_count=633 207 298 345 515 192 997 555 168
internal_value=0 0.00114008 -0.000862575 -0.00359319 -0.00830984 -0.0037993 0.00297783 0.00841307
internal_weight=0 0.00942928 0.00842861 0.00723971 0.00519777 0.0041848 0.00315106 0.00204194
internal_count=3910 3277 2979 2634 2259 2067 1552 375
is_linear=0
shrinkage=0.1


Tree=6257
num_leaves=9
num_cat=0
split_feature=43 52 457 3 12 0 2 42
split_gain=1.39609e-05 3.65783e-05 4.94996e-05 4.74281e-05 0.000113681 6.44665e-05 3.32115e-05 5.80433e-05
threshold=-0.053009999999999995 -0.087604999999999988 0.041935000000000007 0.090325000000000003 0.080120000000000011 -0.14136999999999997 0.093815000000000009 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 7 -1
right_child=1 2 -4 5 -6 -7 -8 -9
leaf_value=-0.016723840491898536 -0.02041157667811222 0.030325972778255758 0.020127061682144651 -0.030163596731103068 -0.013571951239102056 0.0034995420422535765 0.017381138729059366 0.014254994682266171
leaf_weight=0.0012891918910082054 0.0010033610721114448 0.0010540285030130588 0.0010309386013887386 0.0012137821801270765 0.0013398009863294835 0.0010707190640477197 0.0013484878767250465 0.0011393133213672044
leaf_count=669 375 177 142 127 1144 147 581 548
internal_value=0 -0.00280288 0.000291715 -0.00407929 0.00575677 -0.0143861 0.00479718 -0.00219037
internal_weight=0 0.00671263 0.00570927 0.00467833 0.00239383 0.0022845 0.00377699 0.00242851
internal_count=3910 2112 1737 1595 1321 274 1798 1217
is_linear=0
shrinkage=0.1


Tree=6258
num_leaves=7
num_cat=0
split_feature=4 15 457 12 4 1
split_gain=1.62099e-05 5.13799e-05 3.14487e-05 4.42675e-05 7.17734e-05 6.82068e-05
threshold=0.24280000000000004 -0.14487999999999998 0.084485000000000018 0.051320000000000005 -0.083329999999999987 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0042407461559938351 0.021713197907411802 -0.0085331834229611502 -0.016177045767491797 0.006590933032457523 -0.021383809548113718 0.025108020068205492
leaf_weight=0.0017258274809104333 0.0011910289288784932 0.0010627680857312829 0.0013335903788648388 0.0019048822567725343 0.0017686916695467351 0.0014632319718075962
leaf_count=288 348 201 231 636 1933 273
internal_value=0 0.00745065 -0.00212536 0.000605256 -0.00687788 0.00922531
internal_weight=0 0.0022538 0.00819622 0.00686263 0.00367357 0.00318906
internal_count=3910 549 3361 3130 2569 561
is_linear=0
shrinkage=0.1


Tree=6259
num_leaves=9
num_cat=0
split_feature=16 15 47 43 16 2 43 52
split_gain=1.42663e-05 5.64573e-05 6.77403e-05 4.12039e-05 9.32144e-05 6.5162e-05 4.98349e-05 3.16342e-05
threshold=-0.50388999999999984 -0.14097499999999996 0.10783500000000001 -0.17307499999999998 0.15737500000000001 0.099015000000000006 -0.0037249999999999996 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=0.0094829836206338138 -0.02386180147899129 0.015361064463445645 0.025033213497700175 -0.023171060433781272 -0.029478805465139587 0.023512161386250629 -0.010360439552532533 0.012244328993289002
leaf_weight=0.0013634479868106135 0.0010030328904131894 0.0011173251656104461 0.0010461648846317737 0.0010846382146254608 0.0012784126953958924 0.0010080827204780266 0.0010913942063986671 0.0014306090041351798
leaf_count=292 433 209 169 1337 446 379 144 501
internal_value=0 -0.00148886 0.00129652 -0.00224568 -0.00558388 0.00103571 -0.00524662 0.00246214
internal_weight=0 0.00905966 0.00805663 0.00701046 0.00589314 0.00461472 0.00360664 0.002522
internal_count=3910 3618 3185 3016 2807 2361 1982 645
is_linear=0
shrinkage=0.1


Tree=6260
num_leaves=9
num_cat=0
split_feature=47 4 1 1 0 3 15 52
split_gain=1.61542e-05 4.88929e-05 6.17907e-05 5.10066e-05 5.09699e-05 0.000112793 5.85525e-05 5.96841e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.095575000000000007 -0.084304999999999977 0.084925000000000014 0.041585000000000004 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.038163195318714004 -0.011634739564671821 0.015694197361759584 -0.024963625863455935 0.021613655926801666 -0.020877509747754111 0.0081689577559734394 0.023525290281897815 0.012809300889284442
leaf_weight=0.0010394404369789062 0.0010785699636378732 0.0018809970029661739 0.0010396129730410241 0.0010378159054582519 0.0010902521563196483 0.0010625394841158736 0.0011379014561793692 0.0010161275701960498
leaf_count=1142 179 512 203 381 474 95 818 106
internal_value=0 0.00129336 -0.00235549 0.00132612 -0.00261209 -0.0147425 0.00524726 -0.00462683
internal_weight=0 0.00930469 0.00742369 0.00638408 0.00534626 0.00210198 0.00324428 0.00210638
internal_count=3910 3731 3219 3016 2635 1237 1398 580
is_linear=0
shrinkage=0.1


Tree=6261
num_leaves=8
num_cat=0
split_feature=157 160 133 2 3 16 1
split_gain=1.42051e-05 5.09539e-05 5.23601e-05 3.29608e-05 6.84027e-05 9.03943e-05 4.13313e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.08824499999999999 -0.11180499999999999 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.010958494741423025 -0.019115729263870139 -0.019106342768725821 -0.010681538318894183 -0.008452016892477229 0.04072992674126924 -0.0020490160270460211 0.022625403586359824
leaf_weight=0.0010533043610975812 0.0013681398540618195 0.0010419553188310065 0.0013819843023852568 0.001448667852485928 0.0010260679043050157 0.0019887496128180087 0.0010307025320113678
leaf_count=517 856 847 401 352 183 510 244
internal_value=0 -0.00129547 0.00178362 0.0049491 0.00852602 0.0150875 0.0063737
internal_weight=0 0.00928627 0.00791813 0.00687617 0.0054275 0.00404552 0.00301945
internal_count=3910 3393 2537 1690 1338 937 754
is_linear=0
shrinkage=0.1


Tree=6262
num_leaves=11
num_cat=0
split_feature=484 4 0 0 4 42 15 0 151 48
split_gain=0.000151647 4.88623e-05 0.00010476 4.57053e-05 6.71312e-05 8.80627e-05 0.000136643 0.000101325 7.99589e-05 8.45916e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 -0.053834999999999994 -0.083329999999999987 0.091485000000000025 1.0000000180025095e-35 -0.10575999999999998 -0.044604999999999992 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00073998307285761582 -0.00035405005075698012 0.00052475457582177806 0.00065137026878653889 -0.0003550849922271297 -0.00023779154300045599 0.00047710863847572228 -0.00073041390873622881 -0.00045293973695042665 0.00079933637323696953 5.8257736617520217e-05
leaf_weight=0.0010034286915869437 0.0010178114818543667 0.0011059706933133403 0.001159488656678735 0.0010704177450640241 0.0010290159063823163 0.0012406567499910577 0.0010704742235265177 0.0011578040420254974 0.0011469980886442219 0.0012242635261410471
leaf_count=627 167 443 206 222 135 557 546 716 181 110
internal_value=0 5.56243e-05 9.64835e-05 2.53566e-05 7.6419e-05 4.23515e-06 -9.99965e-05 4.80582e-05 0.000218649 0.000416723
internal_weight=0 0.0112229 0.0102051 0.0090456 0.00797518 0.00686921 0.00562856 0.00455808 0.00340028 0.00237126
internal_count=3910 3283 3116 2910 2688 2245 1688 1142 426 291
is_linear=0
shrinkage=0.00196078


Tree=6263
num_leaves=9
num_cat=0
split_feature=15 52 160 151 16 1 3 2
split_gain=4.19315e-05 3.31987e-05 4.82895e-05 5.93658e-05 8.22279e-05 9.14081e-05 6.97446e-05 5.96985e-05
threshold=-0.24219999999999997 -0.27466499999999994 0.090735000000000024 -0.076429999999999984 -0.38486499999999996 0.095575000000000007 -0.088024999999999978 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=0.00036926460269444666 -0.00037392545696035329 0.00040250906612384089 -0.00039654088868625622 -0.00054442929633817278 0.00024205613948006968 0.00044867229507533911 -0.00064343691776277045 -4.9799515020316537e-05
leaf_weight=0.0010396347980597903 0.001052248174075854 0.0014621443777773019 0.0010825572928188009 0.0010266722458344389 0.0015163193189952798 0.0016490600841898989 0.0010705548418247471 0.0016630669703249128
leaf_count=317 423 445 295 173 504 323 779 651
internal_value=0 -4.35155e-05 -6.80382e-06 4.34968e-05 -3.22976e-05 5.68346e-05 -9.5206e-05 -0.000282283
internal_weight=0 0.0105226 0.00947038 0.00838782 0.00692567 0.005899 0.00424994 0.00273362
internal_count=3910 3593 3170 2875 2430 2257 1934 1430
is_linear=0
shrinkage=0.00196078


Tree=6264
num_leaves=9
num_cat=0
split_feature=4 0 1 0 15 150 15 52
split_gain=3.77183e-05 6.85241e-05 3.34546e-05 4.08485e-05 8.00459e-05 6.33948e-05 4.23325e-05 3.39801e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 1.0000000180025095e-35 -0.10575999999999998 -0.0089749999999999986 0.082085000000000019 -0.15202999999999997 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5
right_child=1 -3 3 7 -6 -7 -8 -9
leaf_value=-0.00036378634989770131 -0.00024857792195531465 0.00047701222466205401 9.1707536870660214e-05 0.00011996272298714396 0.00063985688067317323 0.00037211532555260301 -0.0004495722153378718 -0.00031427061841335667
leaf_weight=0.0010101677444716026 0.001996009227354976 0.0011852151189826075 0.0010899513619982476 0.0011425260200090936 0.0010135915121037131 0.0012199015319651774 0.00113290717402028 0.0017603692995888517
leaf_count=192 1896 223 152 334 154 162 117 680
internal_value=0 3.28408e-05 -2.34312e-05 3.76341e-05 0.000155538 1.29481e-05 -0.000184162 -0.000143364
internal_weight=0 0.0105405 0.00935526 0.00735925 0.00445635 0.00344276 0.00222286 0.0029029
internal_count=3910 3718 3495 1599 585 431 269 1014
is_linear=0
shrinkage=0.00196078


Tree=6265
num_leaves=8
num_cat=0
split_feature=0 52 48 3 3 12 1
split_gain=1.38234e-05 3.95532e-05 4.089e-05 3.5887e-05 4.86988e-05 3.0037e-05 2.33716e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.087235000000000021 -0.08348499999999999 -1.0000000180025095e-35 0.091475000000000015 0.096035000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 -6
right_child=5 2 -4 4 6 -7 -8
leaf_value=-0.017586454309463567 0.018733395573240254 0.01902606704480693 -0.011085366197702838 -0.015840689884163799 0.019019762361479384 -0.0044293376094839895 -0.0018317412195650385
leaf_weight=0.0013521611872294925 0.0010960505457730634 0.0014825916605501303 0.0019493749015839328 0.0011963255852608973 0.0011542115897670675 0.0011444199119510405 0.0010061158929863918
leaf_count=597 280 903 450 1208 109 166 197
internal_value=0 -0.00196813 0.00114274 0.00606854 0.000345363 0.006902 0.00930872
internal_weight=0 0.00814078 0.00678862 0.00483924 0.00335665 0.00224047 0.00216033
internal_count=3910 3464 2867 2417 1514 446 306
is_linear=0
shrinkage=0.1


Tree=6266
num_leaves=8
num_cat=0
split_feature=43 13 0 4 15 47 13
split_gain=1.34543e-05 3.80205e-05 4.09287e-05 2.89455e-05 3.91142e-05 4.56176e-05 3.48253e-05
threshold=-0.053009999999999995 0.17936000000000002 -0.077944999999999987 -0.34687499999999999 -0.038029999999999987 0.077735000000000012 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -6
right_child=3 -3 -4 4 6 -7 -8
leaf_value=-0.0027862149553409244 -0.017297083743204919 -0.01107445287714034 0.022250614156150043 0.002257741439023886 -0.0045311645389732183 -0.022919965023290013 0.019717095438916494
leaf_weight=0.0011684651868993055 0.0011338634432717255 0.0010777415915598967 0.0014798948669714684 0.0018982524124158959 0.0010101195553875674 0.0011589761776495133 0.0014318754847606149
leaf_count=1052 224 206 540 529 870 219 270
internal_value=0 0.00476036 0.0112043 -0.00274911 0.000250486 -0.00728697 0.00968692
internal_weight=0 0.0037261 0.00264836 0.00663309 0.00549922 0.00305723 0.002442
internal_count=3910 1798 1592 2112 1888 748 1140
is_linear=0
shrinkage=0.1


Tree=6267
num_leaves=8
num_cat=0
split_feature=13 39 48 457 3 15 12
split_gain=1.39298e-05 3.40641e-05 5.5066e-05 4.22405e-05 5.78178e-05 6.38516e-05 7.27986e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11379500000000002 0.082870000000000013 -0.10628499999999998 0.085120000000000015 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0096229125766438377 0.011433016833865967 0.014016713196498519 -0.025593612997087879 0.01630833442516641 -0.0065819696167079486 0.010720648868249938 -0.039518445648804142
leaf_weight=0.0013029823702421289 0.0016457850657827294 0.0012318187058028519 0.0010156442046856612 0.0012101332585711787 0.0018686849416013223 0.0010141554749943356 0.0010470992853453087
leaf_count=210 414 419 121 215 381 1016 1134
internal_value=0 -0.00143728 -0.00387738 -0.0006271 -0.0043027 -0.0108925 -0.0184099
internal_weight=0 0.00903332 0.0078015 0.00678586 0.00557572 0.00392994 0.00291578
internal_count=3910 3700 3281 3160 2945 2531 1515
is_linear=0
shrinkage=0.1


Tree=6268
num_leaves=8
num_cat=0
split_feature=4 1 2 12 12 151 2
split_gain=1.60974e-05 5.62879e-05 2.64281e-05 5.42776e-05 4.53397e-05 5.10912e-05 6.34499e-05
threshold=0.24280000000000004 0.11198000000000001 0.106285 0.097510000000000013 0.086765000000000023 -0.0074049999999999993 0.084065000000000015
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0092447219275490974 -0.0090930852131460987 0.022771995408933706 0.0080505552389873915 -0.026576312656052054 0.012817346151032267 -0.0014082103672024213 -0.03460519995463144
leaf_weight=0.0012042579030203757 0.0010647096001487578 0.0011564859015206457 0.0019430139829660475 0.0010055578871003704 0.0015967613915915 0.0012994211238390441 0.0010338136213504875
leaf_count=337 196 353 549 357 1238 317 563
internal_value=0 0.00749776 -0.00211406 -0.00533077 -0.00116977 -0.00748331 -0.0161172
internal_weight=0 0.0022212 0.00808283 0.00613981 0.00513425 0.00353749 0.00233323
internal_count=3910 549 3361 2812 2455 1217 880
is_linear=0
shrinkage=0.1


Tree=6269
num_leaves=8
num_cat=0
split_feature=15 15 48 16 4 4 16
split_gain=3.25945e-05 3.69222e-05 3.93045e-05 3.55409e-05 6.95223e-05 7.09719e-05 6.82378e-05
threshold=-0.24219999999999997 -0.10192499999999999 0.093225000000000016 0.16388500000000003 0.044585000000000007 -0.083329999999999987 0.41476000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.00032669371663078496 -0.00030629457800239891 0.00018450930596060447 0.00034242437875044163 -0.00058453378317659555 0.0004160618599000127 -0.00034977250941223308 9.6341051119933717e-05
leaf_weight=0.0010244401071299288 0.0016773133824974822 0.0018573232890429295 0.0011905524835293816 0.0011395984106786026 0.0014315023323958494 0.0019695028373563441 0.0011241616232552419
leaf_count=317 398 597 237 246 297 1570 248
internal_value=0 -3.98943e-05 1.13918e-05 -4.10022e-05 4.74312e-05 -9.04626e-05 -0.000246418
internal_weight=0 0.01039 0.00871264 0.00752209 0.00525833 0.00382683 0.00226376
internal_count=3910 3593 3195 2958 2464 2167 494
is_linear=0
shrinkage=0.00196078


Tree=6270
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 3 15
split_gain=1.53795e-05 3.08553e-05 3.96842e-05 7.52714e-05 4.57082e-05 4.2186e-05 1.88534e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15007499999999999 0.086870000000000017 -0.017214999999999998 -0.069909999999999986 0.084955000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.011407714341180535 0.017262945417415663 -0.014094301153053008 -0.017094433751320564 0.027378017240610997 -0.014369230976861977 0.015368615830224537 0.0042955546188948269
leaf_weight=0.0010677591083092805 0.0010667668481292034 0.0017653582544731603 0.0014526454346282108 0.001045865569125122 0.0011494048046636614 0.001724150387071828 0.0010227190916524218
leaf_count=633 408 215 654 406 555 270 769
internal_value=0 0.00126917 -0.00082168 0.00284239 -0.00195502 0.00368939 -0.00558114
internal_weight=0 0.00922691 0.00816014 0.00639479 0.00534892 0.00389627 0.00217212
internal_count=3910 3277 2869 2654 2248 1594 1324
is_linear=0
shrinkage=0.1


Tree=6271
num_leaves=8
num_cat=0
split_feature=15 42 3 52 2 150 15
split_gain=1.53355e-05 2.19017e-05 5.27545e-05 3.94615e-05 4.76256e-05 4.63233e-05 4.73001e-05
threshold=0.091600000000000015 0.092145000000000019 -0.100615 -0.092854999999999979 0.084065000000000015 0.081245000000000026 -0.015439999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.019578853888908662 -0.011739392837086766 -0.011897004026251577 -0.018837853946712092 0.017860734430970346 -0.020483402488716315 0.015079614369003947 0.0046494004525678076
leaf_weight=0.0015588559181782171 0.0010102495836564656 0.0011166847483226007 0.0010318397726212123 0.001474351230705228 0.0016914993941591447 0.0010420690525901324 0.0013436644880651545
leaf_count=414 644 539 434 551 552 260 516
internal_value=0 0.00123603 0.00303718 -0.000879646 0.00245814 -0.00311153 -0.00935713
internal_weight=0 0.00925896 0.00814228 0.00658342 0.00555158 0.00407723 0.00303516
internal_count=3910 3266 2727 2313 1879 1328 1068
is_linear=0
shrinkage=0.1


Tree=6272
num_leaves=7
num_cat=0
split_feature=4 1 457 12 1 4
split_gain=1.53507e-05 4.85568e-05 2.78977e-05 3.57281e-05 5.7999e-05 4.63341e-05
threshold=0.24280000000000004 0.11198000000000001 0.084485000000000018 0.051320000000000005 0.095575000000000007 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=-0.0041641860166181334 -0.008062515111489232 0.021622932673855726 -0.015369303428670808 0.0046832821174272133 0.023218533595157468 -0.018013918620920281
leaf_weight=0.0016877357847386314 0.0010612973139097967 0.0011460119163754978 0.0013177363475129949 0.0018692678912610487 0.0014279699541606137 0.0017334795936561162
leaf_count=288 196 353 231 636 273 1933
internal_value=0 0.00734986 -0.00206538 0.000544005 0.00838568 -0.00623759
internal_weight=0 0.00220731 0.00803619 0.00671845 0.00311571 0.00360275
internal_count=3910 549 3361 3130 561 2569
is_linear=0
shrinkage=0.1


Tree=6273
num_leaves=9
num_cat=0
split_feature=15 133 43 12 16 52 42 13
split_gain=3.95178e-05 3.38202e-05 4.70061e-05 7.07696e-05 7.0334e-05 0.000122561 6.03332e-05 7.00451e-05
threshold=-0.24219999999999997 0.099765000000000006 -0.074254999999999988 0.088375000000000023 -0.19424999999999998 -0.0066199999999999991 -1.0000000180025095e-35 -0.062819999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=0.00035722312335548847 -0.00023273452118933598 -0.00038779787019477578 -0.00045378104339212599 -0.00052829432282553172 -0.00021713816791746866 0.00050868460905428836 5.9785586876314626e-05 0.00073006875527873284
leaf_weight=0.0010225552065870397 0.00101343191230796 0.001009380653838563 0.0010394083844851472 0.0012629509790368964 0.0018950346632160267 0.0016939969872292997 0.0014587300728506987 0.0010175096953467223
leaf_count=317 265 584 160 726 351 524 811 172
internal_value=0 -4.67623e-05 -1.00677e-05 -0.000116891 -4.63179e-06 0.000125445 0.000170275 0.000335211
internal_weight=0 0.0103904 0.00938106 0.00589139 0.00462844 0.00358903 0.00348967 0.00247624
internal_count=3910 3593 3009 1761 1035 875 1248 983
is_linear=0
shrinkage=0.00196078


Tree=6274
num_leaves=8
num_cat=0
split_feature=43 13 0 4 48 13 4
split_gain=1.60254e-05 3.55892e-05 3.56426e-05 3.01204e-05 3.5851e-05 4.9061e-05 4.20181e-05
threshold=-0.062599999999999989 0.17936000000000002 -0.077944999999999987 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.0015042060883113807 -0.017829077580351304 -0.010164026309872044 0.02203301054540811 -0.011040870236344931 -0.012397160074690198 0.027618018244523229 0.001951082209642335
leaf_weight=0.0011601842231429042 0.001133041575278609 0.0010630918309958472 0.0014442779284700048 0.001234354023653524 0.0016158203871605341 0.0011340424918541473 0.0014575709116065247
leaf_count=1037 227 206 519 1149 310 227 235
internal_value=0 0.00525455 0.0115481 -0.00299584 9.2602e-05 0.0053674 0.0131825
internal_weight=0 0.00366755 0.00260446 0.00657483 0.00544179 0.00382597 0.00259161
internal_count=3910 1762 1556 2148 1921 1611 462
is_linear=0
shrinkage=0.1


Tree=6275
num_leaves=10
num_cat=0
split_feature=133 50 133 42 15 12 52 2 3
split_gain=4.14881e-05 6.06935e-05 5.20696e-05 6.0636e-05 9.35924e-05 5.55593e-05 0.000102774 9.85044e-05 0.000107285
threshold=0.10064500000000001 0.086465000000000014 0.065880000000000008 0.095385000000000011 0.079360000000000014 0.093375000000000014 1.0000000180025095e-35 0.089910000000000004 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00035800272516405988 -0.00038610967661202529 -0.00041122863088260991 0.00048071717890975824 0.00046841465219293812 -0.00058118982643604402 -0.00036861461222250464 0.00064340191280622854 0.00060164143750705509 -0.00022400493222324443
leaf_weight=0.0018083078984831493 0.0010154672633756268 0.0010846308173247882 0.0010942597928443138 0.0010474280715602512 0.0010398573094639145 0.0010150726670245811 0.0011794163093746136 0.0013989826821042297 0.0010662422259451719
leaf_count=349 598 562 556 276 697 278 192 255 147
internal_value=0 2.85448e-05 7.79762e-05 2.6464e-05 -3.51928e-05 5.25866e-05 0.000130994 -1.04215e-05 0.000244539
internal_weight=0 0.0107342 0.00964957 0.00855531 0.00750788 0.00646802 0.00545295 0.00427353 0.00246522
internal_count=3910 3312 2750 2194 1918 1221 943 751 402
is_linear=0
shrinkage=0.00196078


Tree=6276
num_leaves=8
num_cat=0
split_feature=159 1 2 160 12 3 16
split_gain=1.62713e-05 3.325e-05 4.8334e-05 4.29428e-05 4.6233e-05 9.90806e-05 3.75793e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.086875000000000022 0.084835000000000008 0.089570000000000025 0.090325000000000003 -0.089864999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.011765832241197493 -0.026595989924508269 0.018416539275500129 0.028082272214428539 0.020331191231792826 -0.013582257509072441 -0.013125253857716096 -0.0027808619013408261
leaf_weight=0.0010611774595281872 0.0010220764365660054 0.0010114291245229912 0.0012309051210652568 0.0013444843945509682 0.0015821584172066878 0.0011093780498103445 0.0018838284613377615
leaf_count=633 311 315 560 303 695 184 909
internal_value=0 0.00131275 -0.000803928 0.00490826 -0.000378218 0.00854843 -0.0111572
internal_weight=0 0.00918426 0.00817283 0.00526693 0.00392244 0.00234028 0.0029059
internal_count=3910 3277 2962 1742 1439 744 1220
is_linear=0
shrinkage=0.1


Tree=6277
num_leaves=8
num_cat=0
split_feature=4 15 457 3 52 2 1
split_gain=1.73432e-05 4.35112e-05 2.48048e-05 3.13452e-05 5.17619e-05 3.65007e-05 5.92372e-05
threshold=0.24280000000000004 -0.14487999999999998 0.084485000000000018 -0.078884999999999997 0.071660000000000015 0.10362500000000001 0.088495000000000018
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.022718647884501366 0.020962834179159253 -0.0071954244134191372 -0.014745769057032274 0.026008130461293029 0.007698423530046925 -0.0082158525413709715 -0.0019910091803894661
leaf_weight=0.0012669633510001082 0.0011754512784111259 0.0010293128938370956 0.0013166426555328231 0.0014416740286833456 0.0010018805798859298 0.0013948888893338127 0.0015878729719674381
leaf_count=1148 348 201 231 438 744 390 410
internal_value=0 0.00781691 -0.00219879 0.000269342 -0.00928702 0.00516983 0.011333
internal_weight=0 0.00220476 0.00800992 0.00669328 0.00226884 0.00442444 0.00302955
internal_count=3910 549 3361 3130 1892 1238 848
is_linear=0
shrinkage=0.1


Tree=6278
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=1.59606e-05 3.43268e-05 4.04241e-05 4.21021e-05 3.02716e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.008829184649079334 -0.0098174852545727526 0.017705388914387631 -0.014693058685928427 0.014995574963734935 -0.0042407914683064585
leaf_weight=0.0017153820263785579 0.0019697543944109646 0.0018605226423127064 0.0013396666000902724 0.0018146130379999073 0.0014896201467533524
leaf_count=1060 1040 604 520 331 355
internal_value=0 0.00174807 0.0052505 0.000260599 0.0063234
internal_weight=0 0.00847418 0.00650442 0.0046439 0.00330423
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=6279
num_leaves=8
num_cat=0
split_feature=11 3 1 15 4 0 15
split_gain=2.19619e-05 4.0054e-05 4.91197e-05 7.85961e-05 7.14801e-05 4.95997e-05 4.8209e-05
threshold=0.077330000000000024 -0.12008499999999998 0.095575000000000007 -0.0039399999999999991 0.053925000000000008 -0.024394999999999997 -0.106555
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -6
right_child=-2 2 4 5 6 -7 -8
leaf_value=0.00039146269948027803 -0.00027081651420997278 -0.00048683441556327228 0.00044039492366917536 0.00023497412890634333 0.00020589162349255943 -0.00029816123762419242 -0.00033442157586959209
leaf_weight=0.001036926390543408 0.0010549147373702912 0.0017280476896504608 0.0017499402516667302 0.00184772943580371 0.0012234792044719318 0.0010533973825651605 0.0013197133564330961
leaf_count=168 279 1167 461 1255 305 106 169
internal_value=0 2.67048e-05 -1.56864e-05 -0.000155792 0.000135386 4.1393e-05 -7.44877e-05
internal_weight=0 0.00995923 0.00892231 0.00462917 0.00429313 0.00290113 0.00254319
internal_count=3910 3631 3463 2528 935 1361 474
is_linear=0
shrinkage=0.00196078


Tree=6280
num_leaves=9
num_cat=0
split_feature=133 42 13 15 42 3 3 2
split_gain=2.8822e-05 4.51872e-05 8.56444e-05 4.00539e-05 4.83538e-05 0.000107268 3.05415e-05 8.35006e-05
threshold=0.099765000000000006 -0.090359999999999982 0.00079000000000000012 0.084050000000000014 0.084100000000000022 0.013395000000000002 0.096385000000000012 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=-0.00035953125693687055 -0.00031924310771853291 0.00068476752131239264 0.00050145348721965244 -0.00036627556066139269 -0.00023402848947658313 -0.00028799289016625157 0.0005309474169875178 -0.00018386193067246111
leaf_weight=0.0010370546426408016 0.0010087462871564085 0.001099146713481219 0.0014952997992085338 0.0010557653580075665 0.0017481578071693836 0.0010925952317140208 0.0010477797984954241 0.0015693875894632096
leaf_count=378 608 464 417 695 886 112 148 202
internal_value=0 2.8281e-05 7.24374e-05 -1.18293e-05 4.52408e-05 0.000146762 -1.26408e-05 0.000102311
internal_weight=0 0.0101452 0.00910813 0.00761283 0.00655707 0.00480891 0.00370976 0.00261717
internal_count=3910 3302 2924 2507 1812 926 462 350
is_linear=0
shrinkage=0.00196078


Tree=6281
num_leaves=8
num_cat=0
split_feature=11 3 1 4 15 0 15
split_gain=2.48637e-05 4.11462e-05 5.25057e-05 8.05488e-05 7.7233e-05 4.9874e-05 4.92955e-05
threshold=0.077330000000000024 -0.12008499999999998 0.095575000000000007 0.053925000000000008 -0.0039399999999999991 -0.024394999999999997 -0.106555
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=0.00039565919816138728 -0.00029158726437001535 -0.00048950291873888375 0.00045916821727888865 0.00019880739466799607 0.0002281230439330425 -0.00030639191005171225 -0.00034765018103526558
leaf_weight=0.0010392711001640737 0.0010444798675117483 0.0017297410087212021 0.0017776310339176547 0.0012224478101556925 0.001847495423745008 0.0010540449701835404 0.0013200089298076513
leaf_count=168 279 1167 461 305 1255 106 169
internal_value=0 2.63598e-05 -1.65166e-05 0.00013897 -0.000161555 3.39494e-05 -8.49059e-05
internal_weight=0 0.00999064 0.00895137 0.00432009 0.00463128 0.00290154 0.00254246
internal_count=3910 3631 3463 935 2528 1361 474
is_linear=0
shrinkage=0.00196078


Tree=6282
num_leaves=8
num_cat=0
split_feature=4 0 160 13 4 51 16
split_gain=4.18398e-05 0.000100527 2.96959e-05 5.57849e-05 4.37173e-05 5.18753e-05 9.81482e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 -0.034289999999999994 -0.0084849999999999978 -0.095109999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.00038429984678858408 0.00031145802483826613 0.00056773550059801344 -0.000357006076236834 -0.00035023006613011309 0.00030642910852439373 0.00016511652471333952 -0.00052455990278470394
leaf_weight=0.0010280405136361215 0.0017467704136773119 0.0011862436469671422 0.001003322693633491 0.0017305516445167615 0.0015647912532649731 0.0018653326239059661 0.0013804152872699904
leaf_count=192 406 223 355 1332 492 435 475
internal_value=0 3.02192e-05 -3.84078e-05 1.61533e-07 -8.29689e-05 1.31761e-05 -0.000128203
internal_weight=0 0.0104774 0.00929118 0.00828786 0.00654109 0.00481054 0.00324575
internal_count=3910 3718 3495 3140 2734 1402 910
is_linear=0
shrinkage=0.00196078


Tree=6283
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 52 4
split_gain=1.34539e-05 2.6731e-05 4.73932e-05 4.50728e-05 4.79791e-05 2.81075e-05 3.99787e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.0033900000000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.011542162609016228 -0.010757529686133784 -0.027185344346187208 0.017295678214829274 -0.024035163040849877 0.016841398140900476 0.0072201593068545941 -0.002600168319030355
leaf_weight=0.0019606488890570994 0.0010510651165223468 0.0010485816882827748 0.0011193078673913202 0.0010414228314716027 0.0011425888594607829 0.0010888093037027067 0.0017914348177342841
leaf_count=389 304 822 387 328 430 997 253
internal_value=0 0.00118556 -0.00162213 -0.00508613 -0.00119492 -0.00644027 -0.0116774
internal_weight=0 0.00919279 0.00723215 0.00611284 0.00507141 0.00392883 0.00284002
internal_count=3910 3606 3217 2830 2502 2072 1075
is_linear=0
shrinkage=0.1


Tree=6284
num_leaves=7
num_cat=0
split_feature=1 0 3 13 4 4
split_gain=1.36269e-05 3.80085e-05 2.25038e-05 5.41659e-05 4.22358e-05 6.59341e-05
threshold=0.076710000000000014 0.047345000000000005 -0.015794999999999997 -0.062819999999999987 0.0057500000000000008 0.074650000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6
right_child=2 -3 4 -5 5 -7
leaf_value=-0.014857806281623637 -0.0047893627849848784 0.0067349012932943642 -0.015735009583968861 0.023920483909219269 0.023806184587169571 -0.007381732898157323
leaf_weight=0.001845186393632597 0.0012957422266445503 0.0014604155657123494 0.0014678626222362975 0.0013333967249211072 0.0011352989713937572 0.0016823278223324206
leaf_count=1913 566 95 349 576 82 329
internal_value=0 -0.00531814 0.0024877 0.00977115 -0.00198068 0.00518473
internal_weight=0 0.0033056 0.00691463 0.00262914 0.00428549 0.00281763
internal_count=3910 2008 1902 1142 760 411
is_linear=0
shrinkage=0.1


Tree=6285
num_leaves=9
num_cat=0
split_feature=133 50 3 2 2 16 2 1
split_gain=3.73437e-05 4.99687e-05 4.33732e-05 4.39262e-05 9.71462e-05 7.13708e-05 4.57423e-05 2.51586e-05
threshold=0.10064500000000001 0.086465000000000014 -0.12008499999999998 0.11230000000000001 0.097940000000000013 -0.110495 0.087005000000000013 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.00035598949176499984 -0.00036463812846979462 -0.0003823950383626504 0.00040729529249731311 -0.0002661486683196466 0.00062466960411004888 0.00022381749721045045 -0.00045962268391647887 -0.00017769829387069219
leaf_weight=0.0017098422419711901 0.0010200195462042325 0.0010246182372189603 0.001113874525535981 0.0017116347025346798 0.0010716671045732564 0.0010708179806624572 0.0012745559566467767 0.0013645510764047971
leaf_count=341 598 562 247 448 278 615 550 271
internal_value=0 2.86046e-05 7.38037e-05 1.0377e-05 9.06609e-05 -2.79758e-05 -0.000158662 -1.15407e-06
internal_weight=0 0.0103416 0.00931694 0.0076071 0.00589547 0.0048238 0.00370993 0.00243537
internal_count=3910 3312 2750 2409 1961 1683 1436 886
is_linear=0
shrinkage=0.00196078


Tree=6286
num_leaves=8
num_cat=0
split_feature=42 51 42 43 51 48 1
split_gain=1.502e-05 3.07102e-05 3.14963e-05 4.24321e-05 4.32104e-05 4.2967e-05 6.10521e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.091955000000000023 -0.07526999999999999 0.08955500000000001 0.084670000000000009 0.076710000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0085510724815805687 -0.012576784396074903 0.024334007247967478 -0.011530461047992267 -0.0022646925738241661 -0.014584719055094453 -0.0075789722806381341 0.028245260894727349
leaf_weight=0.0017229171244960055 0.0012814080744279572 0.0011473394999470801 0.0010792808384358591 0.0011563270609757197 0.0010910305613831411 0.0012247492477630508 0.0015154102803167815
leaf_count=1060 521 669 716 270 174 123 377
internal_value=0 0.00168894 0.00422289 0.00699431 0.00300545 0.00793076 0.0150406
internal_weight=0 0.00849555 0.00721414 0.00613486 0.00498752 0.00389649 0.00267174
internal_count=3910 2850 2329 1613 944 770 647
is_linear=0
shrinkage=0.1


Tree=6287
num_leaves=8
num_cat=0
split_feature=14 484 49 2 4 12 4
split_gain=3.93494e-05 5.52589e-05 5.52031e-05 7.36981e-05 0.000147129 8.19292e-05 6.43793e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 0.0062100000000000011 0.10910500000000002 -0.08422499999999998 0.093125000000000013 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.00036894231003948202 -0.0007013467394824199 0.00040935520720557174 0.00038703438217591881 0.0002747681500497214 0.00013881291884415784 0.00038442114758611534 -0.00041128420519305817
leaf_weight=0.0010592392818251006 0.0015661624533455836 0.0012797995922360127 0.0010978266387520327 0.0017490724053036621 0.0014264288616313635 0.0014280351740984906 0.0019174872820684682
leaf_count=196 582 469 603 376 856 471 357
internal_value=0 2.76448e-05 -2.55411e-05 -8.15478e-05 -0.000179877 -8.72988e-06 -0.000176627
internal_weight=0 0.0104648 0.00918501 0.00808719 0.00633811 0.00477195 0.00334392
internal_count=3910 3714 3245 2642 2266 1684 1213
is_linear=0
shrinkage=0.00196078


Tree=6288
num_leaves=9
num_cat=0
split_feature=49 42 43 2 52 151 0 12
split_gain=1.42945e-05 3.49493e-05 3.95642e-05 5.61839e-05 9.1766e-05 3.32847e-05 2.46702e-05 1.69355e-05
threshold=-0.047894999999999993 0.091955000000000023 0.0016850000000000001 0.084235000000000018 -0.0066199999999999991 -0.030624999999999996 -0.11524 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 7 -5 -1 -6 -2
right_child=1 -3 -4 4 6 -7 -8 -9
leaf_value=0.02055110693097752 0.019101660740072468 -0.018774841674150018 0.015289079266744096 -0.033061970513368004 0.01144785186775079 -0.003693162660131167 -0.0099582684323242052 0.00073317577079791115
leaf_weight=0.0010054458890153834 0.0010019893566860089 0.001079830448642914 0.0014433849022050336 0.0012260535784825994 0.0011244979414647559 0.0012964354654359056 0.0010329463104763919 0.0010057740006972626
leaf_count=258 148 764 431 705 175 247 672 510
internal_value=0 -0.00205668 0.00058468 -0.00335208 -0.0112159 0.00689657 0.00119898 0.00990011
internal_weight=0 0.00791448 0.00683465 0.00539126 0.0033835 0.00230188 0.00215744 0.00200776
internal_count=3910 3405 2641 2210 1552 505 847 658
is_linear=0
shrinkage=0.1


Tree=6289
num_leaves=9
num_cat=0
split_feature=52 52 457 13 3 12 2 52
split_gain=4.37793e-05 5.80725e-05 3.63487e-05 6.17937e-05 6.72309e-05 0.000138632 4.89231e-05 4.65784e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.069705000000000003 -0.094679999999999986 0.090325000000000003 0.086935000000000012 0.10393500000000001 0.067395000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 7 -3 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00038906414615332902 0.00043395405300403661 0.00046422136207603654 0.00026441625430992464 1.3579091228631161e-05 -0.00054760213106665959 -0.00047653076219724588 -0.00011255179081825019 0.00057743661169382761
leaf_weight=0.0010402931057245336 0.0012242502775735341 0.0012230691761343335 0.0014485948591458119 0.0012878182683887765 0.001457743188549937 0.0017198561057891531 0.0010515122784266399 0.0010011156866446074
leaf_count=425 376 233 277 532 135 1425 161 346
internal_value=0 3.27893e-05 -2.06538e-05 -7.39989e-05 -0.000187003 -5.58762e-05 0.000197586 0.000260195
internal_weight=0 0.010414 0.00918971 0.00774111 0.00546653 0.00400879 0.00227458 0.00228893
internal_count=3910 3485 3109 2832 2438 2303 394 878
is_linear=0
shrinkage=0.00196078


Tree=6290
num_leaves=9
num_cat=0
split_feature=52 13 3 1 4 4 42 3
split_gain=1.4665e-05 5.45469e-05 4.91143e-05 7.6062e-05 8.88565e-05 4.94245e-05 9.36746e-05 2.10567e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.016619999999999996 0.11052000000000002 0.0057500000000000008 0.074650000000000008 0.086325000000000013 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.021989173634311437 -0.009876202290103709 0.00088816502551275749 -0.020200441920311157 -0.033778693547808256 0.018579551598100808 0.02180395316126521 -0.025968224319553503 0.021076000936658131
leaf_weight=0.0011258658619520247 0.0013201160578892217 0.0010466401625853622 0.0011858737367414635 0.0010000675008607325 0.0011775359879471915 0.0012947340577814988 0.001037751938285749 0.0010203638554302124
leaf_count=169 647 529 262 183 152 279 856 833
internal_value=0 0.00141923 -0.00156403 -0.010661 -0.00087885 0.00539074 -0.00145383 0.0108538
internal_weight=0 0.00888883 0.00776297 0.00336348 0.00236341 0.00439949 0.00310476 0.002067
internal_count=3910 3263 3094 597 414 2497 2218 1362
is_linear=0
shrinkage=0.1


Tree=6291
num_leaves=9
num_cat=0
split_feature=15 12 1 42 2 1 48 4
split_gain=3.01294e-05 3.43869e-05 5.25744e-05 4.5023e-05 6.77189e-05 5.043e-05 7.34257e-05 5.82621e-05
threshold=-0.24219999999999997 -0.036459999999999992 0.12485500000000001 0.091955000000000023 0.11125500000000001 0.09112000000000002 0.083775000000000002 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00031783491157350583 -0.00034962873259319162 -0.00044601244178951401 0.0004169121809503958 -0.00043522782877630203 0.00042426035536783193 -0.0003885955750296137 0.00042517439181133382 0.00010603449474681407
leaf_weight=0.0010251354848422036 0.0011797105879095453 0.0013248175991646598 0.0010585759471497943 0.0010091748239358178 0.0012357940485538035 0.0015156158042541005 0.0012588029012947748 0.0016509732705361115
leaf_count=317 320 464 118 639 232 382 278 1160
internal_value=0 -3.47513e-05 6.27749e-06 -4.80913e-05 7.83317e-06 -8.16624e-05 2.8193e-05 -0.000139736
internal_weight=0 0.0102335 0.00905375 0.00799518 0.006986 0.00575021 0.00423459 0.00297579
internal_count=3910 3593 3273 3155 2516 2284 1902 1624
is_linear=0
shrinkage=0.00196078


Tree=6292
num_leaves=7
num_cat=0
split_feature=52 150 4 16 4 2
split_gain=1.70588e-05 4.35332e-05 5.03627e-05 3.45486e-05 6.49109e-05 5.70328e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 -0.11180499999999999 -0.083329999999999987 0.10705000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=-0.0012525275557095192 0.01649712420195823 -0.011776359425826379 0.027281448795614779 0.0032982559839608463 -0.023481312049742457 -0.011102656824290116
leaf_weight=0.0012573440131136056 0.0017687541867235802 0.0010186423127786486 0.0012175526136049325 0.0018783543736675188 0.0017469243434590867 0.0012982605143306422
leaf_count=720 466 157 313 520 1440 294
internal_value=0 0.00562348 0.0127851 -0.00299741 -0.0096061 0.0048142
internal_weight=0 0.00349354 0.0024749 0.00669229 0.00362528 0.00306701
internal_count=3910 1190 1033 2720 1960 760
is_linear=0
shrinkage=0.1


Tree=6293
num_leaves=7
num_cat=0
split_feature=42 43 3 16 48 4
split_gain=1.68707e-05 2.82032e-05 6.76799e-05 2.91113e-05 4.27003e-05 2.77012e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.15737500000000001 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0090549686621621845 -0.0029904411389310818 0.018225878522476199 0.030773795066344502 -0.017067723979308707 -0.011440009514439738 -0.00038890122244920227
leaf_weight=0.0017225537924055916 0.001450507741461785 0.0014684233687088666 0.0010050042888815618 0.0010443637400087552 0.0017148208546715156 0.0017547513091932087
leaf_count=1060 750 648 583 245 252 372
internal_value=0 0.00180478 0.0108288 -0.00189918 0.00130889 0.00809167
internal_weight=0 0.00843787 0.00245551 0.00598236 0.004938 0.00322317
internal_count=3910 2850 1333 1517 1272 1020
is_linear=0
shrinkage=0.1


Tree=6294
num_leaves=7
num_cat=0
split_feature=2 52 12 2 4 16
split_gain=1.7275e-05 7.28308e-05 6.24978e-05 6.81195e-05 6.94306e-05 4.19072e-05
threshold=0.10946500000000002 0.086950000000000013 0.097345000000000015 1.0000000180025095e-35 -0.0031049999999999997 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.021076721016227387 -0.0082101726122910633 -0.021856927214479425 0.023880082687484313 -0.007947450541288691 0.021851952440201734 0.016178569660881003
leaf_weight=0.001385853388451101 0.0011734357980202666 0.0015516778725917432 0.001109406196916774 0.0017301857461313596 0.0014265143879638109 0.0017631867093512782
leaf_count=619 256 911 283 990 340 511
internal_value=0 -0.00266669 0.00260176 -0.00259495 0.00551891 0.00643315
internal_weight=0 0.00720364 0.00565196 0.00454255 0.0031567 0.00293662
internal_count=3910 3143 2232 1949 1330 767
is_linear=0
shrinkage=0.1


Tree=6295
num_leaves=10
num_cat=0
split_feature=133 50 156 160 42 0 2 15 4
split_gain=4.16717e-05 4.0804e-05 4.00184e-05 5.10618e-05 6.51578e-05 5.20548e-05 6.10869e-05 4.51959e-05 5.11477e-05
threshold=0.099765000000000006 0.086465000000000014 0.084090000000000012 -0.026849999999999995 0.088115000000000013 -0.017269999999999997 0.075670000000000015 -0.095799999999999982 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=0.00053534030504428945 -0.00038350896838516878 -0.00033377859029334124 -0.00027108120395277199 -0.00055343112262830362 0.00040207145199774272 0.00034859100224635245 -0.00034415128169662773 -0.00013357445196992182 0.00046050202411703899
leaf_weight=0.0010136781100627528 0.0010115915487005902 0.0010430384472355321 0.0011238456024531907 0.0010293553658671422 0.001675597793904071 0.0010582650784962816 0.0010360509161279246 0.0011616230526742483 0.0010708192274140778
leaf_count=428 608 562 488 181 454 142 248 626 173
internal_value=0 3.37038e-05 7.55065e-05 0.000123921 6.46112e-05 -4.09593e-05 -0.000136879 -5.69283e-06 0.000151382
internal_weight=0 0.0102123 0.00916924 0.00804539 0.00703171 0.00535611 0.00429785 0.00326849 0.00223244
internal_count=3910 3302 2740 2252 1824 1370 1228 1047 799
is_linear=0
shrinkage=0.00196078


Tree=6296
num_leaves=7
num_cat=0
split_feature=2 52 3 3 3 15
split_gain=1.40733e-05 5.92862e-05 5.52329e-05 4.30485e-05 4.65412e-05 3.63963e-05
threshold=0.10946500000000002 0.086950000000000013 0.090325000000000003 -0.016619999999999996 -0.089974999999999986 -0.017214999999999998
decision_type=2 2 2 2 2 2
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right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.01054315112364965 -0.0027613883938055694 -0.019749395141078985 0.021497604032131395 -0.018133435377328557 0.013988757304644876 0.020273458923118923
leaf_weight=0.0013489273419719536 0.0018451699967954602 0.0015480126441145322 0.0011883074724340324 0.001293720824152249 0.0018124176555237245 0.0010918252040497053
leaf_count=518 535 911 176 284 1254 232
internal_value=0 -0.00241325 0.00234216 -0.0027672 0.00352114 0.00580179
internal_weight=0 0.00719139 0.00564337 0.00445507 0.00316134 0.002937
internal_count=3910 3143 2232 2056 1772 767
is_linear=0
shrinkage=0.1


Tree=6297
num_leaves=7
num_cat=0
split_feature=3 1 15 4 15 0
split_gain=1.50436e-05 4.73371e-05 6.49259e-05 5.98853e-05 5.85573e-05 4.46614e-05
threshold=-0.12008499999999998 0.095575000000000007 -0.0039399999999999991 0.053925000000000008 -0.106555 -0.082994999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -4
right_child=1 3 5 4 -6 -7
leaf_value=0.0082220448122403717 -0.025163216875590345 0.020680416294065286 0.014797187720307241 0.011979675480227632 -0.019482365027744249 -0.011131336963350398
leaf_weight=0.0018136024576553911 0.0015901496208659402 0.0016382845166696804 0.0011896328985088645 0.0011512166876497876 0.0012168914115040059 0.0015044224551077792
leaf_count=421 1174 465 549 307 172 822
internal_value=0 -0.00183251 -0.00913969 0.00598136 -0.00418761 0.000318103
internal_weight=0 0.0082906 0.0042842 0.00400639 0.00236811 0.00269406
internal_count=3910 3489 2545 944 479 1371
is_linear=0
shrinkage=0.1


Tree=6298
num_leaves=9
num_cat=0
split_feature=133 50 160 42 2 2 43 15
split_gain=4.25777e-05 6.38276e-05 4.42791e-05 4.69614e-05 5.57278e-05 7.82675e-05 0.000131192 2.54772e-05
threshold=0.10064500000000001 0.086465000000000014 0.090735000000000024 0.095385000000000011 0.10796500000000002 0.096540000000000015 -1.0000000180025095e-35 -0.091274999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0003534742942353293 -0.00038731850513364769 -0.00042090050955283784 -0.00028540244378899994 0.00053133412790797756 -0.00020739115840289119 0.00063652057295855518 0.00013081716831253289 0.00053140270413343943
leaf_weight=0.0017391524991866667 0.001008284950418859 0.001061966198906905 0.0010885896947296124 0.00101039209254451 0.0019096966071489195 0.001148014351573203 0.0011159657076711149 0.0013474171795879145
leaf_count=1031 598 562 285 299 426 259 143 307
internal_value=0 3.46535e-05 8.6344e-05 0.000135274 8.01548e-05 0.000182785 5.88366e-05 0.000349929
internal_weight=0 0.0104212 0.00935923 0.00827064 0.00726025 0.00535055 0.00420254 0.00246338
internal_count=3910 3312 2750 2465 2166 1740 1481 450
is_linear=0
shrinkage=0.00196078


Tree=6299
num_leaves=8
num_cat=0
split_feature=0 52 150 2 3 12 13
split_gain=1.46251e-05 3.29497e-05 3.13023e-05 4.65111e-05 6.6165e-05 3.33804e-05 2.74797e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 0.10679500000000001 0.0021050000000000005 0.086865000000000012 -0.017604999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2
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leaf_value=-0.016524094515595843 -0.0049457072380016277 -0.01918657115252137 0.013985804879454162 -0.016660367893830654 0.024782103668562316 0.004406191868109261 0.017520828351152085
leaf_weight=0.0013089637111236615 0.0010070455350596212 0.0010103225156607341 0.0014219400570589973 0.0016440246900192037 0.0010473878372612823 0.0014755431649577189 0.0011851344044122539
leaf_count=597 116 647 403 417 145 1255 330
internal_value=0 -0.0020307 0.000844084 -0.00276529 0.0037001 -0.00518254 0.00720013
internal_weight=0 0.00790818 0.00659922 0.00517728 0.00353325 0.00248587 0.00219218
internal_count=3910 3464 2867 2464 2047 1902 446
is_linear=0
shrinkage=0.1


Tree=6300
num_leaves=7
num_cat=0
split_feature=1 42 3 133 2 2
split_gain=1.54271e-05 3.28745e-05 3.43958e-05 3.78204e-05 5.40032e-05 6.57455e-05
threshold=0.12730000000000002 0.091955000000000023 -0.100615 0.077945 0.089910000000000004 0.10796500000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0017699192498170672 0.0012755077777505093 0.0011166880337200348 0.0018183513350818171 0.001409287186958829 0.0012319245062496977 0.0014547052330393046
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internal_value=0 -0.0015139 0.000815974 -0.00284402 -0.00731668 0.0016907
internal_weight=0 0.00880088 0.00768419 0.00591427 0.00450498 0.00268663
internal_count=3910 3565 2833 2383 1593 584
is_linear=0
shrinkage=0.1


Tree=6301
num_leaves=8
num_cat=0
split_feature=484 2 16 13 13 48 3
split_gain=3.16736e-05 4.1894e-05 7.56316e-05 6.20703e-05 5.47544e-05 5.45223e-05 4.40142e-05
threshold=0.073820000000000011 0.10946500000000002 -0.17157499999999998 -0.13934999999999997 -0.083514999999999992 0.016865000000000002 -0.075679999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7 -8
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leaf_weight=0.0010090565610297681 0.0015419859507206533 0.0012308275394833038 0.0016639079252721073 0.0010670956178684965 0.0015340386656941935 0.0014508366607472595 0.0018331531000998287
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internal_value=0 -4.74626e-05 0.000150497 -0.000130582 -5.35429e-05 -0.000142551 -0.000279468
internal_weight=0 0.00978892 0.00289474 0.00689418 0.00588512 0.00481803 0.00336719
internal_count=3910 3407 672 2735 2598 1928 1603
is_linear=0
shrinkage=0.00196078


Tree=6302
num_leaves=7
num_cat=0
split_feature=1 0 0 52 47 12
split_gain=1.47238e-05 4.18439e-05 2.0619e-05 5.21612e-05 9.22703e-05 4.22962e-05
threshold=0.076710000000000014 -0.070894999999999986 -0.10575999999999998 -0.0066199999999999991 0.077735000000000012 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4
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leaf_value=-0.019452235918791898 -0.0061658214821756381 0.0036800799125392861 0.0088539562615039535 0.036473763883535265 -0.0044828380696686826 -0.014979123551567159
leaf_weight=0.0013016243697640774 0.0016192880554866101 0.0019587073238235752 0.0014232686915468464 0.0011846145965813697 0.0010268947869435834 0.0015616713819767841
leaf_count=1642 236 366 499 223 113 831
internal_value=0 -0.00555505 0.00261583 0.00747095 0.0174559 -0.00361512
internal_weight=0 0.00326033 0.00681574 0.0038308 0.00221151 0.00298494
internal_count=3910 2008 1902 572 336 1330
is_linear=0
shrinkage=0.1


Tree=6303
num_leaves=9
num_cat=0
split_feature=133 50 3 1 4 15 15 0
split_gain=4.88977e-05 5.77305e-05 4.10335e-05 5.57859e-05 5.97768e-05 9.31289e-05 5.3584e-05 7.15539e-05
threshold=0.10064500000000001 0.086465000000000014 -0.12008499999999998 0.094485000000000013 0.053925000000000008 -0.106555 -0.0039399999999999991 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=0.00034896130433666021 -0.00041781184292766639 -0.00040198800879628893 -0.00041681420677218287 0.0004877703499526819 0.00040975851005253653 -0.00035952420536365063 0.00040150381627437827 -0.00031415081310186228
leaf_weight=0.0017612945453145713 0.0010271951832043153 0.0010679949744354508 0.0016575546993939584 0.001507266169239766 0.0011116863351873642 0.0013275036308170321 0.0011009650763196071 0.0010488508812011316
leaf_count=341 598 562 784 357 253 159 413 443
internal_value=0 3.02753e-05 7.87934e-05 1.74243e-05 0.000180783 -8.91556e-06 -0.000151902 5.23507e-05
internal_weight=0 0.0105831 0.00951512 0.00775383 0.00394646 0.00243919 0.00380737 0.00214982
internal_count=3910 3312 2750 2409 769 412 1640 856
is_linear=0
shrinkage=0.00196078


Tree=6304
num_leaves=10
num_cat=0
split_feature=484 133 484 42 16 12 52 15 1
split_gain=0.000165537 6.2671e-05 6.20946e-05 0.000100077 9.78083e-05 5.77359e-05 8.30169e-05 5.72335e-05 4.62745e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.090359999999999982 -0.092424999999999993 0.092365000000000017 0.0033900000000000002 -0.095799999999999982 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 8 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00077759951164237291 -0.00041997330538000473 -0.0004012851239916405 -0.00035179501895703772 -0.00027074165964483757 8.7372872174323407e-05 1.7494422939853027e-05 0.00097930464841421237 0.00024518933980998325 0.00064786784693518127
leaf_weight=0.0010033952478259436 0.0010235305314364321 0.0010475148402623756 0.0010323914921144426 0.0017237915257445578 0.001305711706910186 0.0010451023593828022 0.0011295712626768766 0.0015883850207655424 0.0010000643142371603
leaf_count=627 320 516 337 317 429 408 363 330 263
internal_value=0 5.46827e-05 0.000103181 0.000156459 0.000232171 0.000421045 0.000543813 -2.33222e-05 0.000330472
internal_weight=0 0.0108961 0.00984855 0.00881616 0.00779263 0.00448045 0.00343535 0.00331218 0.00230578
internal_count=3910 3283 2767 2430 2110 1463 1055 647 692
is_linear=0
shrinkage=0.00196078


Tree=6305
num_leaves=8
num_cat=0
split_feature=133 42 160 151 4 4 13
split_gain=1.45718e-05 4.01379e-05 3.86557e-05 3.55026e-05 7.13454e-05 6.79112e-05 5.30596e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.074599999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.011152716806089412 -0.017358324857775394 -0.011268837134900109 -0.0094854444652437246 0.025941561177591783 0.029405118450362189 -0.019210225632485766 -0.0045336684497031404
leaf_weight=0.0010422864391745291 0.0013330425703885519 0.0018299187245078641 0.0012647788987078384 0.0011978865410835929 0.0012892343242260017 0.0010596668086563983 0.0010922210921351524
leaf_count=604 752 952 350 327 259 193 473
internal_value=0 -0.0013324 0.00142996 0.00536604 0.00941514 0.00172156 0.011407
internal_weight=0 0.00906675 0.00773371 0.00590379 0.00463901 0.00334977 0.00229011
internal_count=3910 3306 2554 1602 1252 993 800
is_linear=0
shrinkage=0.1


Tree=6306
num_leaves=10
num_cat=0
split_feature=133 50 160 42 43 4 1 4 43
split_gain=4.25419e-05 4.78329e-05 3.88073e-05 4.50833e-05 5.42197e-05 4.6625e-05 0.000111375 8.35725e-05 5.42166e-05
threshold=0.10064500000000001 0.086465000000000014 -0.085519999999999985 0.095385000000000011 0.0016850000000000001 0.25367000000000006 0.11215000000000001 0.0057500000000000008 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00043774618715570752 -0.00039245633549625394 -0.00036751102603040721 6.357732789015679e-05 0.00042064429781955441 0.00035793350875731438 0.00021062307245004337 -0.00076816187210315592 0.00041664622510771378 -0.00052162070054139582
leaf_weight=0.0010140529524420216 0.0010024982503576791 0.0010410888576933381 0.001194914599903575 0.0010019064113140118 0.0011945114153855425 0.0014191952353970931 0.0010172444763870726 0.00110003955245034 0.0012406496611407577
leaf_count=446 598 562 529 272 320 277 145 173 588
internal_value=0 3.08055e-05 7.59656e-05 3.10532e-05 -2.34128e-05 -9.96886e-05 -0.000196418 -3.19187e-05 -0.000234516
internal_weight=0 0.0102236 0.00918251 0.00816846 0.00716655 0.00597204 0.00455285 0.0035356 0.00243556
internal_count=3910 3312 2750 2304 2032 1712 1435 1290 1117
is_linear=0
shrinkage=0.00196078


Tree=6307
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.57305e-05 3.49782e-05 2.11453e-05 4.73618e-05 5.95388e-05 4.77577e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.018457388958126174 0.02385610276673264 0.0026797288093663397 -0.0082604663293147917 -0.0059711036913714698 -0.018056716730297639 0.019036240938634905
leaf_weight=0.0013027164684074528 0.0011176626747275552 0.0019620222762429429 0.0014030167195193208 0.0013577788038992848 0.0012101440275595217 0.0017453172970780832
leaf_count=1642 265 366 571 133 409 524
internal_value=0 -0.00575454 0.00268354 0.00551081 0.000757114 0.00809412
internal_weight=0 0.00326474 0.00683392 0.0054309 0.00431324 0.0031031
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=6308
num_leaves=8
num_cat=0
split_feature=14 0 0 1 15 3 13
split_gain=2.26103e-05 4.083e-05 5.3372e-05 5.22113e-05 4.72714e-05 3.7345e-05 4.05696e-05
threshold=-1.0000000180025095e-35 -0.10575999999999998 -0.084304999999999977 0.087545000000000026 -0.106555 -0.088024999999999978 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -4 -7
right_child=1 2 5 4 -6 6 -8
leaf_value=-0.0002846068120940228 -0.00018686095779492788 -0.00046624545194552084 0.00023172837534689257 0.00062103056536504055 0.00011207097224050061 0.00016566619835730966 -0.00030267109674099804
leaf_weight=0.0010083422593156815 0.0011112392443448959 0.0011169822295344399 0.0018133333013455118 0.0011555921579403266 0.0017858722575184297 0.0011483938248894173 0.0018675817810477296
leaf_count=196 260 1086 587 146 246 232 1157
internal_value=0 2.34579e-05 -7.99826e-05 0.00017523 0.000312022 9.35699e-06 -0.000124342
internal_weight=0 0.00999899 0.00594629 0.0040527 0.00294146 0.00482931 0.00301598
internal_count=3910 3714 3062 652 392 1976 1389
is_linear=0
shrinkage=0.00196078


Tree=6309
num_leaves=8
num_cat=0
split_feature=11 3 47 1 3 13 1
split_gain=1.62476e-05 2.47971e-05 2.8301e-05 3.53174e-05 4.09251e-05 3.29056e-05 5.44261e-07
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 0.088010000000000019 0.045635000000000002 -1.0000000180025095e-35 0.12162500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.014673053332202085 -0.011820296320101044 -0.013763774009813552 -0.012595153445540772 0.026423466262898439 0.0018008598031221891 0.0081557192188622656 -0.0093050609294772595
leaf_weight=0.0012059417860954208 0.0010495988929446034 0.0017350952529563415 0.0010104763467586675 0.0010412182734138588 0.001919358270492662 0.00113148658824764 0.0010007490042534244
leaf_count=222 304 1566 333 680 322 378 105
internal_value=0 0.00132364 -0.000730178 0.00279994 0.0104605 -0.00511179 -0.0109581
internal_weight=0 0.00904433 0.00783838 0.00582716 0.00296058 0.00286658 0.00201123
internal_count=3910 3606 3384 2946 1002 1944 438
is_linear=0
shrinkage=0.1


Tree=6310
num_leaves=10
num_cat=0
split_feature=48 48 51 2 4 0 1 43 16
split_gain=3.85984e-05 0.000101947 6.78111e-05 6.88054e-05 5.08682e-05 8.36561e-05 5.95164e-05 5.67088e-05 3.37734e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -0.34687499999999999 -0.06402999999999999 0.096035000000000023 -0.0037249999999999996 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00043665011269998944 -0.0003687969603906089 0.00055677998509352637 -0.00050975802195003426 0.00042830666831502668 -0.00032916130910183865 0.00041648813886071136 -0.00050901811422782628 0.00046957573499692364 -3.8653939701279651e-05
leaf_weight=0.0011466054709446168 0.0010259377424988126 0.0012440802918791587 0.001051732233908133 0.001324965950891566 0.0011676558634819787 0.0014863067709285534 0.0011321039418379546 0.001000103391558687 0.0010107805245607197
leaf_count=175 161 279 398 425 1374 213 306 261 318
internal_value=0 2.95665e-05 -4.08067e-05 1.88426e-05 -5.92911e-05 1.53485e-05 -0.000122964 1.4537e-05 0.000214112
internal_weight=0 0.0105643 0.00932025 0.00826852 0.00694356 0.00579695 0.00431064 0.00317854 0.00201088
internal_count=3910 3749 3470 3072 2647 2472 2259 1953 579
is_linear=0
shrinkage=0.00196078


Tree=6311
num_leaves=9
num_cat=0
split_feature=15 15 1 0 1 48 42 2
split_gain=2.92024e-05 3.52423e-05 3.84874e-05 6.01487e-05 4.54995e-05 4.3055e-05 3.6053e-05 3.6473e-05
threshold=-0.24219999999999997 -0.10981499999999998 0.10871500000000002 -0.10303999999999998 0.09112000000000002 0.083775000000000002 0.084100000000000022 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.0003127124198019999 -0.0003394382956562908 -0.00017414044895371184 0.00057362288648717596 -5.6932032560780864e-05 -0.00038740502665027352 0.00035348258912486127 -0.00038715928111042892 0.00026520794733550046
leaf_weight=0.0010081141637062708 0.0012940748784255269 0.0015467875451006907 0.0010415579912350344 0.0013171188004686045 0.0013763820124047185 0.0011225177077284088 0.0010800440416430159 0.0013697986248280163
leaf_count=317 339 829 113 268 554 229 1020 241
internal_value=0 -3.71921e-05 6.98228e-06 0.000221512 -7.09184e-05 1.41751e-05 -8.11248e-05 3.22031e-05
internal_weight=0 0.0101483 0.00885421 0.00235868 0.00649553 0.00511915 0.00399663 0.00291659
internal_count=3910 3593 3254 381 2873 2319 2090 1070
is_linear=0
shrinkage=0.00196078


Tree=6312
num_leaves=9
num_cat=0
split_feature=52 457 1 16 16 3 12 12
split_gain=5.35769e-05 4.98794e-05 5.33811e-05 8.17173e-05 7.32648e-05 7.49812e-05 0.000101795 5.90895e-05
threshold=-0.27466499999999994 0.087895000000000015 1.0000000180025095e-35 -0.30307999999999996 -0.09601999999999998 0.076695000000000013 0.083325000000000024 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -6 -2
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.000431776742329166 5.7800898159928445e-05 0.00044046995781624285 -0.00030903252426519472 0.00064049058577634135 0.00075951862865980622 -0.00025205450701858807 -0.00010282314682128874 -0.0004709044273203021
leaf_weight=0.0010768536095349225 0.0015447114981335336 0.0010155630027210887 0.0015131944540650605 0.0011690176218206389 0.0010254552212239322 0.001542300831298745 0.0010811797970424631 0.0017150851094921546
leaf_count=425 667 190 335 175 250 230 597 1041
internal_value=0 2.72499e-05 -1.6505e-05 8.84605e-05 0.000213303 7.64437e-05 0.000316942 -0.000220368
internal_weight=0 0.0106065 0.00959094 0.00633115 0.00481795 0.00364894 0.00210664 0.0032598
internal_count=3910 3485 3295 1587 1252 1077 847 1708
is_linear=0
shrinkage=0.00196078


Tree=6313
num_leaves=9
num_cat=0
split_feature=474 160 133 133 52 150 13 1
split_gain=5.00033e-05 7.1108e-05 5.80278e-05 3.69218e-05 5.95612e-05 5.56134e-05 7.05515e-05 2.11961e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.098810000000000023 0.091210000000000013 0.088380000000000014 -0.0019849999999999994 0.10373000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=-0.00041792438281364755 0.00041935208776161975 -0.00037351174845411518 0.00045250753538453287 -0.00025581874870048735 0.00051939231164361188 -0.00031569515494716659 -0.00024473257481406402 0.00012742006761581247
leaf_weight=0.0016091877991747808 0.0010041906313397924 0.0011873840866817847 0.0018088825000714239 0.0010176368024534194 0.0013134415350486185 0.0012137126148032314 0.0012011170965104622 0.0011534480131937066
leaf_count=927 424 843 519 476 136 188 256 141
internal_value=0 -3.86271e-05 2.99865e-05 9.21417e-05 0.000145066 5.36323e-05 0.000161297 -6.24234e-05
internal_weight=0 0.0105048 0.00889562 0.00770824 0.0066906 0.00537716 0.00416345 0.00235457
internal_count=3910 3486 2559 1716 1240 1104 916 397
is_linear=0
shrinkage=0.00196078


Tree=6314
num_leaves=8
num_cat=0
split_feature=15 12 3 0 0 1 4
split_gain=1.68931e-05 2.70975e-05 7.24575e-05 4.56246e-05 3.45472e-05 3.25662e-05 2.26493e-05
threshold=0.091600000000000015 0.086935000000000012 -0.015064999999999997 -0.07773999999999999 -0.10131499999999999 0.11052000000000002 0.015635000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -4
right_child=-2 3 4 -5 -6 -7 -8
leaf_value=0.022679106143778053 -0.012393376310833051 -0.021149717375572058 0.00070688790343605308 0.0033510965507887697 -0.016981008377274062 -0.010251096052740423 0.021691165041717291
leaf_weight=0.0017071299922425528 0.0010008821264139963 0.0012397692587468121 0.0010447984456404928 0.0019642000665337266 0.0010985110468292722 0.0011040920050240728 0.0010131289977652878
leaf_count=972 644 980 121 550 358 163 122
internal_value=0 0.00128877 0.00527153 -0.00612944 -0.00170342 0.00360414 0.0110376
internal_weight=0 0.00917163 0.00596766 0.00320397 0.00426053 0.00316202 0.00205793
internal_count=3910 3266 1736 1530 764 406 243
is_linear=0
shrinkage=0.1


Tree=6315
num_leaves=9
num_cat=0
split_feature=11 3 13 0 42 457 4 0
split_gain=3.9671e-05 6.11605e-05 3.47931e-05 5.31258e-05 5.10924e-05 3.89456e-05 4.57191e-05 7.54177e-05
threshold=0.078340000000000007 -0.12008499999999998 -0.23438999999999996 -0.053834999999999994 0.091230000000000019 0.069705000000000003 0.080255000000000007 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00044922237184889438 -0.00037307473480695084 0.00026225475024344518 0.00032510548085519882 -0.00043499584306579711 0.00037295411288566641 0.00019959290045328296 -0.00046523909554662248 -0.00033665985510452268
leaf_weight=0.0011975846146107137 0.0010191786851241206 0.0014109855519393198 0.0012440284143496396 0.0012961657546099216 0.0011593288920168617 0.0014175825303574252 0.00139648533156181 0.0014154250433293354
leaf_count=183 263 201 164 380 677 223 240 1579
internal_value=0 3.20503e-05 -2.14399e-05 -7.1924e-05 -9.73943e-07 -8.01744e-05 -0.000177955 -2.71019e-05
internal_weight=0 0.0105376 0.00934 0.00792902 0.00663285 0.00547352 0.00405594 0.00265945
internal_count=3910 3647 3464 3263 2883 2206 1983 1743
is_linear=0
shrinkage=0.00196078


Tree=6316
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 16 12 2
split_gain=1.46148e-05 4.06044e-05 4.92617e-05 3.07441e-05 4.96286e-05 5.51303e-05 4.30222e-05 3.98771e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 -0.0088999999999999982 -0.072804999999999981 0.085775000000000004 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 -6
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=0.011208615422278219 -0.017361805722056884 -0.018899110155382707 -0.010169027869749882 -0.011487302946199505 0.0097760435720135215 -0.013376867678492456 0.013757763612636137 0.037273234637087149
leaf_weight=0.0010349889495899203 0.0013468658103606519 0.0010327627654641335 0.0012576436187124564 0.0010156856263246698 0.0010154701238031894 0.00104145517367154 0.001331171995650074 0.0010973333741937698
leaf_count=517 856 847 314 147 367 193 423 246
internal_value=0 -0.00132932 0.0014421 0.00455031 0.00738663 0.012309 0.00184713 0.0240573
internal_weight=0 0.00913839 0.00779152 0.00675876 0.00574307 0.00448543 0.00237263 0.0021128
internal_count=3910 3393 2537 1690 1543 1229 616 613
is_linear=0
shrinkage=0.1


Tree=6317
num_leaves=7
num_cat=0
split_feature=133 42 160 15 15 15
split_gain=1.67487e-05 3.28745e-05 2.88857e-05 2.99628e-05 5.90462e-05 5.54765e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.095799999999999982 -0.031229999999999997 0.041585000000000004
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.011918646645693077 -0.0159216707746541 -0.0098523361654292655 -0.0070967696716124811 0.02493246632535806 -0.011720317744496469 0.01678990205939529
leaf_weight=0.0010489085684397522 0.0013349586529719263 0.0018460846372081391 0.001622926613829275 0.001490619274040891 0.0016196147865419168 0.0011795882414986766
leaf_count=604 752 952 345 436 316 505
internal_value=0 -0.00142657 0.0010674 0.00447678 0.00885528 0.00029393
internal_weight=0 0.00909379 0.00775883 0.00591275 0.00428982 0.0027992
internal_count=3910 3306 2554 1602 1257 821
is_linear=0
shrinkage=0.1


Tree=6318
num_leaves=7
num_cat=0
split_feature=1 16 160 16 0 15
split_gain=1.62562e-05 3.22155e-05 2.06481e-05 4.49439e-05 5.08631e-05 3.3088e-05
threshold=0.076710000000000014 0.0015250000000000001 -0.063534999999999994 -0.055679999999999993 -0.22851499999999997 -0.10192499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.017304874285312993 0.012849691088741656 0.0027578657065057692 -0.01211495465082623 -0.013113223756257161 0.0013030235160091906 0.024653358068646471
leaf_weight=0.0014011864899540144 0.0015570480723815392 0.0018665090441870539 0.0010463571570554506 0.0017954373574836377 0.0010974279453723802 0.0013575519358506166
leaf_count=1524 477 484 109 601 242 473
internal_value=0 -0.00584503 0.00272625 -0.000249652 0.00634661 0.0142153
internal_weight=0 0.0032677 0.00685382 0.00529677 0.00350134 0.00245498
internal_count=3910 2008 1902 1425 824 715
is_linear=0
shrinkage=0.1


Tree=6319
num_leaves=9
num_cat=0
split_feature=15 15 48 2 2 43 16 0
split_gain=2.90738e-05 2.72639e-05 4.20393e-05 3.14718e-05 6.80096e-05 8.2394e-05 3.09018e-05 2.27094e-05
threshold=-0.24219999999999997 -0.10192499999999999 0.093225000000000016 0.11005500000000001 0.092865000000000017 -0.0037249999999999996 -0.087089999999999987 -0.070174999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.00031196465634454005 -0.00026849414264544936 -0.00044695048683919412 0.00035539580891736375 0.00023487456711365667 -0.00043580012174850908 0.00052143771216449136 4.9818722624594836e-05 -3.9600934746443342e-05
leaf_weight=0.0010065847728604376 0.0016437758661065555 0.0010837598824105519 0.0011529162378303591 0.0012517596214475834 0.00172184212900968 0.0011223832117034406 0.0010191801427852139 0.0010227087839046814
leaf_count=317 398 1257 237 360 543 250 344 204
internal_value=0 -3.76146e-05 7.70299e-06 -4.78053e-05 -0.000107077 2.61627e-05 0.000296992 -0.000249179
internal_weight=0 0.0100183 0.00837455 0.00722163 0.00596987 0.00424803 0.00214156 0.00210647
internal_count=3910 3593 3195 2958 2598 2055 594 1461
is_linear=0
shrinkage=0.00196078


Tree=6320
num_leaves=9
num_cat=0
split_feature=133 50 0 47 4 49 15 15
split_gain=5.46829e-05 4.46174e-05 5.54909e-05 7.80475e-05 7.86183e-05 6.14337e-05 7.957e-05 5.00383e-05
threshold=0.10064500000000001 0.086465000000000014 -0.017269999999999997 1.0000000180025095e-35 0.25367000000000006 -0.0019649999999999997 -0.033649999999999992 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=0.00021361449910952678 -0.00044593691731847326 -0.00035174077415517878 0.00038157066935397933 -0.00063233482549162256 9.3013905627107796e-05 0.00051380296604752013 -0.0004861128270712578 -2.3620892573971986e-05
leaf_weight=0.0014178116027310462 0.001017567671266195 0.0010603935462420765 0.0018075481024173428 0.0012592328123597163 0.0010565110316518886 0.0018747759678508151 0.0011171153818230512 0.0010331464951211216
leaf_count=274 598 562 355 308 78 699 236 800
internal_value=0 2.98705e-05 7.21716e-05 8.97155e-08 -0.000301409 0.000128367 -9.47479e-05 0.000322863
internal_weight=0 0.0106265 0.00956614 0.00775859 0.00231574 0.00544285 0.00253493 0.00290792
internal_count=3910 3312 2750 2395 386 2009 510 1499
is_linear=0
shrinkage=0.00196078


Tree=6321
num_leaves=9
num_cat=0
split_feature=124 133 160 13 12 0 0 1
split_gain=4.71409e-05 5.22556e-05 8.63197e-05 6.36165e-05 0.000115493 5.34507e-05 4.92651e-05 5.50066e-05
threshold=-0.048219999999999992 -0.036599999999999987 -1.0000000180025095e-35 -0.083514999999999992 0.092475000000000016 -0.053834999999999994 -0.080774999999999986 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5
right_child=1 2 3 5 -6 -7 -8 -9
leaf_value=0.00039384803287748852 0.00029423232602630427 -0.00047691940684974819 0.00068740335019308423 -0.00045978993701742497 -0.00019983010271928828 -0.00049585218406270537 0.00035550253710503845 8.4438109862143234e-05
leaf_weight=0.0010054857570184162 0.0014627377705462392 0.0019020575046014964 0.001185836333727033 0.001248296383283502 0.0010758356233211905 0.0011787695256538343 0.0010017952707068291 0.0016682727529702354
leaf_count=319 744 982 347 456 77 325 499 161
internal_value=0 -5.01718e-05 -0.00010457 -8.32737e-06 0.000265363 -0.000129768 -1.96377e-05 -0.000148492
internal_weight=0 0.0107236 0.00926086 0.00735881 0.00226167 0.00509713 0.00391836 0.00291657
internal_count=3910 3591 2847 1865 424 1441 1116 617
is_linear=0
shrinkage=0.00196078


Tree=6322
num_leaves=9
num_cat=0
split_feature=133 50 160 12 16 2 3 12
split_gain=2.27972e-05 3.64643e-05 4.13007e-05 4.648e-05 4.25317e-05 5.41152e-05 5.20337e-05 4.69809e-05
threshold=0.098810000000000023 0.086465000000000014 0.090735000000000024 -0.023959999999999995 -0.013279999999999998 0.097135000000000013 -0.077894999999999978 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6
right_child=-2 -3 -4 4 7 -7 -8 -9
leaf_value=-0.00027457041641481503 -0.00028303456105046259 -0.00032876148424222277 -0.0003022597866454695 -9.1938939735169116e-05 0.00062485262648834337 -0.00026658794579399476 0.00047588011978204786 0.000127919965904129
leaf_weight=0.0010501717845411975 0.0010426235718865992 0.0010256677997023877 0.001059719153344389 0.0011674023003065026 0.0012999916521966191 0.0014498215395495851 0.0013243908776722566 0.0016725019978976558
leaf_count=389 618 561 282 670 188 308 189 705
internal_value=0 2.15738e-05 6.13929e-05 0.00010978 0.000168159 3.46093e-05 0.000209858 0.000345249
internal_weight=0 0.0100497 0.009024 0.00796428 0.00691411 0.00394161 0.00249179 0.00297249
internal_count=3910 3292 2731 2449 2060 1167 859 893
is_linear=0
shrinkage=0.00196078


Tree=6323
num_leaves=9
num_cat=0
split_feature=133 50 2 48 47 12 49 16
split_gain=2.7956e-05 4.85744e-05 3.35016e-05 4.87044e-05 3.48577e-05 8.06707e-05 7.22061e-05 4.51374e-05
threshold=0.099765000000000006 0.086465000000000014 0.12068000000000001 0.093225000000000016 0.09252500000000001 0.086935000000000012 -0.0057999999999999987 -0.0029949999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-8.8469407947954764e-05 -0.0003157124655625179 -0.00037964956559389986 -0.00026045849304906379 0.00047069444935068331 -0.00025442192165704052 -0.00023889266772894062 0.00069359226755585045 0.00016211014300411035
leaf_weight=0.0013932776065063534 0.0010131974940749697 0.0010212853130677864 0.0010373023098321074 0.0012441656394364007 0.0012006645693631666 0.0017307401046458247 0.0014472789976154709 0.001067492915206658
leaf_count=303 608 562 315 230 157 960 558 217
internal_value=0 2.58712e-05 7.12781e-05 0.000113847 4.89329e-05 0.000113526 0.0002696 0.000467984
internal_weight=0 0.0101422 0.00912092 0.00808362 0.00683945 0.00563879 0.00390805 0.00251477
internal_count=3910 3302 2740 2425 2195 2038 1078 775
is_linear=0
shrinkage=0.00196078


Tree=6324
num_leaves=9
num_cat=0
split_feature=15 16 2 12 48 42 16 16
split_gain=3.9015e-05 3.36167e-05 9.22494e-05 8.63153e-05 5.77304e-05 5.91114e-05 8.92589e-05 5.92324e-05
threshold=-0.24219999999999997 -0.19424999999999998 0.11085000000000002 0.085605000000000014 0.083775000000000002 -0.088669999999999985 0.16388500000000003 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.00035159356755888724 -0.00067378569111873818 0.00019370716319275539 0.00045554394337887473 5.3211084676102362e-05 0.00020936289478798475 -0.00040162727668516729 -0.00078913336154294296 0.00023659608377877986
leaf_weight=0.0010391765630498795 0.0010506749103198559 0.0010735651092893439 0.0014945037977287757 0.0015603758073636004 0.001800206727071001 0.0012249894281202464 0.0011125048294036008 0.0010284683519163861
leaf_count=317 196 348 398 193 480 1252 307 419
internal_value=0 -4.69592e-05 1.79841e-05 -0.000239329 -8.68176e-05 -0.000206917 -0.000334695 -0.000110345
internal_weight=0 0.0103453 0.00773424 0.00261105 0.00623973 0.00443953 0.00336596 0.00225346
internal_count=3910 3593 3204 389 2806 2326 1978 1671
is_linear=0
shrinkage=0.00196078


Tree=6325
num_leaves=8
num_cat=0
split_feature=15 484 12 43 52 13 1
split_gain=1.83419e-05 2.66613e-05 3.11808e-05 6.1016e-05 5.49745e-05 8.38855e-05 5.24294e-05
threshold=0.091600000000000015 0.084225000000000008 0.092365000000000017 -0.074254999999999988 0.091210000000000013 -0.083514999999999992 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.01857750453537697 -0.012878083006695924 0.015240175394242715 0.0056062652790554272 -0.028892945054775951 0.020986077042312107 -0.023573164318609077 0.0016887270718715073
leaf_weight=0.0013719384263901576 0.0010089821256385996 0.0011977350380320594 0.0010404791143747364 0.0010105774941049294 0.0013114195912626424 0.0016327731370579211 0.0016536294595165695
leaf_count=655 644 421 301 424 327 768 370
internal_value=0 0.00132342 -0.00075475 -0.0113919 0.00289989 -0.00219175 -0.0108621
internal_weight=0 0.00921855 0.00802082 0.00205106 0.00596976 0.00465834 0.0032864
internal_count=3910 3266 2845 725 2120 1793 1138
is_linear=0
shrinkage=0.1


Tree=6326
num_leaves=8
num_cat=0
split_feature=52 150 4 160 12 52 16
split_gain=1.56673e-05 3.09812e-05 4.96578e-05 2.55438e-05 2.42988e-05 7.11958e-05 6.23414e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 -1.0000000180025095e-35 0.086935000000000012 0.071660000000000015 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -6
right_child=3 -3 -4 4 6 -7 -8
leaf_value=-0.0025302902014463168 -0.015923979895965109 -0.009310232077327233 0.025725124858890426 -0.0075290845131203779 0.0091077046066888063 0.023875112770291633 -0.022368438258732665
leaf_weight=0.0012652902807606388 0.0012309465596607623 0.00102333014550732 0.0012233816972609672 0.0016499250682523038 0.0012162009585555246 0.0012834663332731363 0.001303786836885026
leaf_count=720 924 157 313 409 164 314 909
internal_value=0 0.00533674 0.0113595 -0.00291248 2.44989e-05 0.0062114 -0.00717737
internal_weight=0 0.003512 0.00248867 0.00668433 0.00545338 0.00293339 0.00251999
internal_count=3910 1190 1033 2720 1796 723 1073
is_linear=0
shrinkage=0.1


Tree=6327
num_leaves=8
num_cat=0
split_feature=15 42 2 3 52 0 16
split_gain=1.46721e-05 3.0388e-05 6.68995e-05 5.26925e-05 3.59158e-05 4.96551e-05 6.85264e-05
threshold=0.091600000000000015 0.084100000000000022 0.086650000000000019 -0.088024999999999978 0.10433000000000002 -0.10131499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.021543573529414252 -0.011537205644479697 -0.027206528193393156 0.0067365046840514899 -0.0086635586543318995 0.016534869963167338 -0.019374329549134796 0.022914649593121745
leaf_weight=0.0014421420606547507 0.0010044056255055179 0.0010609700905765073 0.0012826340742884859 0.0017898174321356256 0.0010577457225601754 0.0014165494289729232 0.0011154934053302504
leaf_count=681 644 615 730 273 144 690 133
internal_value=0 0.00119406 -0.0086298 0.00456904 1.85784e-05 -0.00402367 0.00346089
internal_weight=0 0.00916535 0.0023436 0.00682175 0.00537961 0.00432186 0.00290531
internal_count=3910 3266 1345 1921 1240 1096 406
is_linear=0
shrinkage=0.1


Tree=6328
num_leaves=9
num_cat=0
split_feature=4 0 1 2 12 3 4 1
split_gain=4.71381e-05 8.63963e-05 3.65041e-05 5.56908e-05 7.22864e-05 7.15593e-05 4.94623e-05 5.67646e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.097345000000000015 0.076695000000000013 0.0057500000000000008 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 -8
right_child=1 -3 3 5 -6 6 7 -9
leaf_value=-0.00040400204526975755 -0.00026642873940185764 0.00052424519389147016 -0.00043701327692593898 0.0005664153150618268 0.00021715903542359797 -0.00027821389823749467 0.00053644424435255887 -0.00010233027242094857
leaf_weight=0.001043826785658313 0.0019932997295674312 0.0012174401002247046 0.0017136590851975454 0.001238163104288089 0.0010457344564123189 0.0013381599336411178 0.0010221953823909005 0.0011218882649007788
leaf_count=192 1896 223 675 374 168 170 84 128
internal_value=0 3.25457e-05 -3.06453e-05 3.21889e-05 -0.0001891 0.000161547 1.75901e-05 0.000202207
internal_weight=0 0.0106905 0.0094731 0.0074798 0.00275939 0.00472041 0.00348224 0.00214408
internal_count=3910 3718 3495 1599 843 756 382 212
is_linear=0
shrinkage=0.00196078


Tree=6329
num_leaves=10
num_cat=0
split_feature=11 3 1 15 3 13 1 52 15
split_gain=4.48538e-05 3.69419e-05 5.20884e-05 7.41883e-05 8.10972e-05 5.45434e-05 6.53364e-05 4.56424e-05 2.45461e-05
threshold=0.078340000000000007 -0.12008499999999998 0.088010000000000019 -1.0000000180025095e-35 -0.055684999999999991 -0.081284999999999982 0.11593500000000001 -0.074484999999999982 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 -7 -9
right_child=-2 2 5 4 -6 6 -8 8 -10
leaf_value=0.00035638049689237257 -0.00039580847866617889 -0.00061043146347723655 0.00049759031839281093 -0.00042322506473804706 0.00028608106031744119 -0.00016039144246385035 -0.00028987880288561198 0.00055060188191984418 0.00012937047616919678
leaf_weight=0.0011982872146593963 0.0010335974765517562 0.001129554331487741 0.0011056793393724954 0.0010561331588920266 0.001499762832046803 0.0010040132898553782 0.0017367018903703575 0.0010989435335847497 0.0010306993288552613
leaf_count=183 263 1021 411 972 132 197 294 66 371
internal_value=0 3.16519e-05 -8.62333e-06 -0.000191956 -7.01448e-06 0.000104439 1.51846e-05 0.000184254 0.000346735
internal_weight=0 0.0108598 0.00966149 0.00368545 0.0025559 0.00597604 0.00487036 0.00313366 0.00212964
internal_count=3910 3647 3464 2125 1104 1339 928 634 437
is_linear=0
shrinkage=0.00196078


Tree=6330
num_leaves=8
num_cat=0
split_feature=15 16 2 12 484 4 4
split_gain=4.85974e-05 3.92788e-05 8.88261e-05 7.77128e-05 5.69427e-05 8.76465e-05 6.72076e-05
threshold=-0.24219999999999997 -0.19424999999999998 0.11085000000000002 0.09364500000000002 0.073820000000000011 -0.08422499999999998 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00039832668661639542 -0.0005251720942142336 -0.00055288144251581356 0.00044775441129947801 0.00016381329402488206 0.00033217513052674608 0.00025547060557409601 -0.00027293641315488784
leaf_weight=0.0010402170832625726 0.0015945515850974493 0.001559189536034648 0.0015281779665106731 0.0010398696297145805 0.0010759730431412111 0.0019232661487837215 0.001783687514480386
leaf_count=317 286 611 398 103 378 1352 465
internal_value=0 -4.59748e-05 2.3394e-05 -0.000253213 -7.88587e-05 -0.000162841 1.2152e-06
internal_weight=0 0.0105047 0.00787029 0.00263442 0.00634212 0.00526614 0.00370695
internal_count=3910 3593 3204 389 2806 2428 1817
is_linear=0
shrinkage=0.00196078


Tree=6331
num_leaves=9
num_cat=0
split_feature=11 3 124 0 49 12 457 3
split_gain=6.2028e-05 5.30783e-05 4.52501e-05 8.05969e-05 5.38295e-05 4.81866e-05 4.56705e-05 3.37085e-05
threshold=0.079700000000000007 -0.12008499999999998 -0.061329999999999989 -0.053834999999999994 -0.084114999999999981 0.090385000000000007 0.069705000000000003 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.0004002791526316292 -0.00047980013361108726 0.00037270709528693227 -0.00038040222601574866 -0.00042500964120684067 7.5349234068938548e-05 0.00042255727247968356 0.0003714487438475811 -0.00030925327565076453
leaf_weight=0.0013027448891030175 0.0010070783258097583 0.001008856370417228 0.0010379175134031015 0.0018877190661603831 0.0019259394606943587 0.0013937118695791159 0.0010196532078874752 0.0016073595546910514
leaf_count=192 254 300 160 355 1334 986 153 176
internal_value=0 2.82597e-05 -2.07879e-05 -6.55316e-05 3.16243e-05 0.000103539 5.88316e-06 -9.96132e-05
internal_weight=0 0.0111839 0.00988116 0.0088723 0.00698458 0.00594666 0.00455295 0.0035333
internal_count=3910 3656 3464 3164 2809 2649 1663 1510
is_linear=0
shrinkage=0.00196078


Tree=6332
num_leaves=8
num_cat=0
split_feature=11 52 13 1 43 0 16
split_gain=1.67515e-05 2.21119e-05 6.70772e-05 6.26428e-05 6.81514e-05 3.35969e-05 3.7296e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.094679999999999986 0.11866500000000001 -0.083899999999999988 -0.23029999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.020301465238065988 -0.011958829941034664 -0.011668632270322278 0.019921616494856395 -0.024252578700002452 0.010039415085291872 -0.023400793570058254 0.00072940987877975207
leaf_weight=0.0017764520490139105 0.0010641017162930774 0.0011510447875796954 0.0015997372878667551 0.0010303142163380135 0.001069408806110421 0.0012525367866710858 0.0013109172534694269
leaf_count=304 304 611 683 232 107 951 718
internal_value=0 0.00129451 0.00315053 -0.00171427 0.00272359 -0.0048496 -0.0110609
internal_weight=0 0.00919041 0.00803937 0.00626291 0.0052326 0.00363286 0.00256345
internal_count=3910 3606 2995 2691 2459 1776 1669
is_linear=0
shrinkage=0.1


Tree=6333
num_leaves=9
num_cat=0
split_feature=52 52 160 12 3 16 16 0
split_gain=3.24721e-05 5.328e-05 4.30177e-05 3.49545e-05 6.75906e-05 6.18051e-05 4.59878e-05 5.35993e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.086935000000000012 -0.015794999999999997 -0.17157499999999998 -0.029944999999999996 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -6
right_child=1 2 -4 5 6 -7 -8 -9
leaf_value=-0.00034187470353281522 0.00041087498342546469 0.00047697406480932595 -0.00040130643960373339 0.00017057773581216992 -0.00017564687871395203 -0.00038992162077951665 -0.00035641056522165267 0.00043223573889452916
leaf_weight=0.0010188507482835158 0.001213149017521742 0.0014709540295552073 0.001042978283809135 0.001360106821210948 0.0010952396702495204 0.0017039584128739982 0.0010972047410086456 0.0011362025575745185
leaf_count=425 376 771 258 191 118 1335 173 263
internal_value=0 2.53736e-05 -2.71344e-05 2.2493e-05 0.000126945 -0.000141122 -2.7736e-05 0.000133874
internal_weight=0 0.0101198 0.00890664 0.00786367 0.0047996 0.00306407 0.00332865 0.00223144
internal_count=3910 3485 3109 2851 1325 1526 554 381
is_linear=0
shrinkage=0.00196078


Tree=6334
num_leaves=9
num_cat=0
split_feature=52 52 160 12 49 3 2 1
split_gain=3.81238e-05 7.0954e-05 4.49973e-05 4.4574e-05 4.91889e-05 6.22593e-05 7.21619e-05 6.37613e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.10129000000000001 -0.027609999999999996 -0.089974999999999986 0.10679500000000001 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.00037002126454740422 0.00046750565412394474 0.00044037580959563832 -0.00041296274002957251 -0.00034003640956884411 -0.00037705930694825117 0.00064584701654524278 -0.00025101036412100887 5.3360331271125891e-05
leaf_weight=0.001018321014626654 0.0012399630249271968 0.0011888794357696819 0.0010565731912348239 0.0011453180977874173 0.0012879447798845147 0.0011638469308933468 0.0014032131740231001 0.0017458974067590433
leaf_count=425 376 320 258 368 388 919 270 586
internal_value=0 2.78005e-05 -3.28354e-05 1.77792e-05 7.81365e-05 1.24553e-06 0.000114216 0.000290345
internal_weight=0 0.0102316 0.00899167 0.0079351 0.00678978 0.0056009 0.00431296 0.00290974
internal_count=3910 3485 3109 2851 2483 2163 1775 1505
is_linear=0
shrinkage=0.00196078


Tree=6335
num_leaves=7
num_cat=0
split_feature=1 0 49 160 3 52
split_gain=1.80367e-05 3.41109e-05 2.50218e-05 3.72024e-05 3.3831e-05 3.24814e-05
threshold=0.076710000000000014 0.047345000000000005 -0.047309999999999998 -0.07353999999999998 -0.078884999999999997 -0.06724999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-0.015165556931821676 0.013539835217220353 0.0052693498615888805 0.01366518325830466 -0.020751414947219774 -0.014329237294029698 0.0079878255258268912
leaf_weight=0.0018525559935616597 0.0016557377070291965 0.0014611230989664478 0.0013662630201525779 0.0010605843843827199 0.0010047479092645997 0.001858494566535078
leaf_count=1913 357 95 391 535 174 445
internal_value=0 -0.00615505 0.00281148 -0.000546367 -0.00549478 0.000156487
internal_weight=0 0.00331368 0.00694583 0.00529009 0.00392383 0.00286324
internal_count=3910 2008 1902 1545 1154 619
is_linear=0
shrinkage=0.1


Tree=6336
num_leaves=9
num_cat=0
split_feature=484 52 52 160 12 3 1 48
split_gain=0.000139425 9.21543e-05 0.000170633 7.66073e-05 7.15382e-05 0.000112448 8.40287e-05 7.52197e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 0.087825000000000014 0.086935000000000012 -0.018854999999999997 0.077800000000000022 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -7
right_child=1 2 3 -5 6 7 -8 -9
leaf_value=-0.00071249335653867393 -0.00048974495332395555 0.00079266992111387102 0.00065491616085683953 -0.00049933463452784871 -0.00048118210482565974 -0.00023435188579985216 0.00014815418583863932 0.0003753830931433399
leaf_weight=0.001013298809490853 0.0011121706972483615 0.001220594355130891 0.0015862308968767548 0.0010027822992717617 0.0015414608692843118 0.0018884310307598008 0.0017324113955481165 0.0013227229189090219
leaf_count=627 379 279 592 175 824 323 517 194
internal_value=0 4.64533e-05 0.000104381 1.17958e-05 7.52992e-05 0.000227795 -0.000148161 1.68072e-05
internal_weight=0 0.0114068 0.0102946 0.00907404 0.00807126 0.00479738 0.00327387 0.00321115
internal_count=3910 3283 2904 2625 2450 1109 1341 517
is_linear=0
shrinkage=0.00196078


Tree=6337
num_leaves=8
num_cat=0
split_feature=1 42 457 49 43 2 52
split_gain=1.60015e-05 3.35347e-05 2.58542e-05 6.29138e-05 2.49986e-05 4.50943e-05 4.38828e-05
threshold=0.12730000000000002 0.091955000000000023 0.041935000000000007 -0.0019649999999999997 -0.07526999999999999 0.085155000000000022 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.023554860689447014 0.010246768758041203 -0.017601021378050904 0.012592662245848952 0.013286928261755785 -0.018459399673017875 0.016458994573219487 -0.010224330106069941
leaf_weight=0.0011196813459810866 0.0013074134697930928 0.0011422926442966651 0.0014901546006704904 0.001535723356323911 0.0011369133728189621 0.0014997964047696302 0.0010463038717895346
leaf_count=397 345 732 316 791 554 480 295
internal_value=0 -0.00159502 0.000740463 -0.00204598 0.00256876 -0.00190044 0.00549365
internal_weight=0 0.00897087 0.00782857 0.00633842 0.00521874 0.00368301 0.0025461
internal_count=3910 3565 2833 2517 2120 1329 775
is_linear=0
shrinkage=0.1


Tree=6338
num_leaves=8
num_cat=0
split_feature=52 13 3 49 16 42 42
split_gain=1.52775e-05 4.77268e-05 5.76147e-05 5.70328e-05 5.14907e-05 5.27821e-05 3.15618e-05
threshold=0.11401500000000002 -0.26418499999999995 0.11265500000000002 -0.081629999999999994 -0.094359999999999986 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.021335084276559089 -0.010057697189584484 0.021793885961765316 -0.023290287871456351 -0.016398809303272806 -0.00099535353854480297 -0.012289627039653138 0.021553423165945291
leaf_weight=0.0010596157756476753 0.0013349976350229458 0.0012054714372625747 0.0010324257666577937 0.0017521374805204611 0.001036896698415779 0.0012860831041022302 0.0015466844733087195
leaf_count=155 647 225 119 550 747 1008 459
internal_value=0 0.00141258 -0.0012733 0.00205612 -0.0021762 0.00426362 0.0125037
internal_weight=0 0.00891931 0.0078597 0.00682727 0.0056218 0.00386966 0.00258358
internal_count=3910 3263 3108 2989 2764 2214 1206
is_linear=0
shrinkage=0.1


Tree=6339
num_leaves=9
num_cat=0
split_feature=14 49 4 1 1 12 0 15
split_gain=4.34482e-05 5.82625e-05 4.66039e-05 6.92828e-05 7.31405e-05 8.12981e-05 7.86715e-05 4.66289e-05
threshold=-1.0000000180025095e-35 0.090445000000000011 0.17888000000000001 0.11215000000000001 0.095575000000000007 0.086765000000000023 -0.12329499999999999 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.00038281589530364887 2.8634507561178827e-05 0.00047520016999281307 0.00028132337741877857 -0.00049501171748355017 0.00045665314568912483 -5.9672760781327666e-05 -0.0006003108995050315 0.00047583914168442703
leaf_weight=0.0010829264949589268 0.0014372006661649635 0.0010194689083232221 0.0016627268808214893 0.0012934337019367579 0.0011254859038671832 0.0014759196489777845 0.0016339202785409985 0.0010844820274938411
leaf_count=196 149 551 359 217 363 491 799 785
internal_value=0 2.92722e-05 -1.75313e-05 -7.92563e-05 3.28083e-07 -9.08706e-05 -0.000305982 0.000167148
internal_weight=0 0.0107326 0.00971317 0.00805044 0.00675701 0.00563152 0.00307112 0.0025604
internal_count=3910 3714 3163 2804 2587 2224 948 1276
is_linear=0
shrinkage=0.00196078


Tree=6340
num_leaves=7
num_cat=0
split_feature=1 3 1 3 1 3
split_gain=1.72781e-05 3.80821e-05 2.26766e-05 4.43342e-05 3.32109e-05 4.16375e-05
threshold=0.10786000000000001 0.11265500000000002 0.096035000000000023 -0.115685 0.088010000000000019 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.016179646996961776 0.01491852824989842 -0.0062646163711430856 -0.016405044331194659 -0.02494892523190749 0.0083529492983752032 -0.0015238254466544445
leaf_weight=0.0012452983631218986 0.0019467619364020897 0.0015045785718021413 0.0010648728591410436 0.0012408349687870299 0.0012965386099902665 0.0019532131783639851
leaf_count=234 506 246 379 1694 420 431
internal_value=0 0.00568394 -0.0030033 -0.000515255 -0.00514497 -0.0106241
internal_weight=0 0.00345134 0.00680076 0.00573589 0.00449059 0.00319405
internal_count=3910 752 3158 2779 2545 2125
is_linear=0
shrinkage=0.1


Tree=6341
num_leaves=9
num_cat=0
split_feature=133 50 156 160 42 0 4 150
split_gain=4.57811e-05 4.54408e-05 5.58604e-05 5.82067e-05 6.41638e-05 5.29237e-05 5.40943e-05 4.52024e-05
threshold=0.10064500000000001 0.086465000000000014 0.084090000000000012 -0.026849999999999995 0.088115000000000013 -0.017269999999999997 0.25367000000000006 0.082085000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00057199730638426874 -0.00040667380018510955 -0.00036006490853277825 -0.00033022682874823473 -0.00044557859147507153 0.00040543676945780825 0.00035618631862445856 0.00025344740845689441 2.8958013981721471e-05
leaf_weight=0.0010151145677140131 0.0010062665233931773 0.0010239574832331217 0.0011425214931170919 0.0019541793760263879 0.001667800486771529 0.0010646333305980946 0.0010537956944012008 0.001275481045964923
leaf_count=431 598 562 489 886 458 142 202 142
internal_value=0 3.17071e-05 7.5437e-05 0.000133148 6.96522e-05 -3.50621e-05 -0.000132305 -0.000258171
internal_weight=0 0.0101975 0.00917353 0.008031 0.00701589 0.00534809 0.00428346 0.00322966
internal_count=3910 3312 2750 2261 1830 1372 1230 1028
is_linear=0
shrinkage=0.00196078


Tree=6342
num_leaves=7
num_cat=0
split_feature=4 12 1 42 2 16
split_gain=1.70296e-05 2.84234e-05 4.41162e-05 6.28329e-05 3.50591e-05 6.3802e-05
threshold=0.27608500000000008 -0.036459999999999992 0.12263000000000002 0.088915000000000008 0.085255000000000011 -0.010344999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.017057055187360979 0.0098903653713197648 0.013078444417588337 0.019532860907040504 -0.024349558980784992 -0.016658012487727671 0.0094569281027712948
leaf_weight=0.0010651338471141429 0.0014684715878656674 0.0018252471878800829 0.0010394920520241362 0.0011090518175669792 0.0019038332021093602 0.0018393842266865548
leaf_count=300 441 734 120 892 814 609
internal_value=0 -0.00174405 0.000369518 -0.00261365 0.00171542 -0.00382536
internal_weight=0 0.00878214 0.00771701 0.00667752 0.00556846 0.00374322
internal_count=3910 3469 3169 3049 2157 1423
is_linear=0
shrinkage=0.1


Tree=6343
num_leaves=9
num_cat=0
split_feature=133 50 42 51 2 151 15 4
split_gain=3.65364e-05 4.62672e-05 4.64046e-05 5.38924e-05 4.65972e-05 7.80488e-05 0.000117779 1.32232e-05
threshold=0.10064500000000001 0.086465000000000014 0.095385000000000011 -0.07742499999999998 0.086650000000000019 -0.044604999999999992 -0.03231499999999999 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.00028642271670122397 -0.00036116656259434991 -0.000363002507285385 0.0004626860244715034 1.8394943320257675e-05 -0.00024159112533205873 0.00076967395448462015 3.8429123464846447e-05 -0.00029875268014977233
leaf_weight=0.0016917147776947129 0.0010000727429067434 0.0010295811033503308 0.0010529314412961429 0.0010044184644331232 0.0010846015447737506 0.0015181962602464245 0.0019150410923987919 0.0010174413281674236
leaf_count=520 598 562 319 620 240 378 458 215
internal_value=0 3.13637e-05 7.50967e-05 2.55177e-05 0.000106212 0.000216935 0.00036179 -0.0001412
internal_weight=0 0.0103139 0.00928434 0.00823141 0.0065397 0.00451784 0.00343324 0.00202186
internal_count=3910 3312 2750 2431 1911 1076 836 835
is_linear=0
shrinkage=0.00196078


Tree=6344
num_leaves=8
num_cat=0
split_feature=11 43 2 42 13 15 151
split_gain=1.49698e-05 2.49486e-05 6.10157e-05 2.66775e-05 2.36728e-05 4.8014e-05 2.64747e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 0.093815000000000009 0.084620000000000015 -0.09547499999999999 -1.0000000180025095e-35 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=-0.011838049175012182 -0.011316792758560229 0.0069329335882499345 0.027943027169901533 0.010532611609383371 -0.011777399087492153 -0.021540183221886715 0.0086197073010948304
leaf_weight=0.0011394035625674735 0.0010612534942658113 0.0018181366387945213 0.0010622599930562764 0.0010017420476983146 0.0010118209536045075 0.0014364696191583376 0.0017148098081950463
leaf_count=569 304 336 536 590 149 1012 414
internal_value=0 0.00122739 0.00834905 -0.00137186 -0.0025868 -0.00674432 0.00105058
internal_weight=0 0.00918464 0.00320341 0.00214115 0.00598124 0.0041631 0.00272663
internal_count=3910 3606 1695 1159 1911 1575 563
is_linear=0
shrinkage=0.1


Tree=6345
num_leaves=8
num_cat=0
split_feature=457 1 2 3 12 16 0
split_gain=1.54245e-05 3.86942e-05 3.10049e-05 5.73224e-05 3.69254e-05 3.03901e-05 2.9768e-05
threshold=0.088055000000000008 0.12864500000000004 0.11260500000000001 0.092005000000000017 0.086935000000000012 -0.083564999999999987 -0.074249999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=0.016544799997009481 0.011355151943245829 0.015890175088201404 0.0081499038587729399 -0.027595464613594991 -0.023650270342064909 -0.0037813919758991794 -7.320965525492959e-05
leaf_weight=0.0012335970718680065 0.0010601388037041947 0.0011358109358840561 0.0017023682372882482 0.0011182881335169582 0.0011504092501741314 0.0018219399941248624 0.0010018939898524951
leaf_count=370 204 306 438 139 1248 769 436
internal_value=0 -0.00138559 -0.00382964 -0.00705335 -0.0026423 0.0044248 -0.0126752
internal_weight=0 0.00916431 0.0080285 0.00632613 0.00520784 0.00305554 0.0021523
internal_count=3910 3706 3400 2962 2823 1139 1684
is_linear=0
shrinkage=0.1


Tree=6346
num_leaves=8
num_cat=0
split_feature=4 0 1 0 15 16 52
split_gain=4.34529e-05 6.75038e-05 3.47419e-05 4.26956e-05 6.66027e-05 6.27246e-05 5.36581e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10575999999999998 -0.0089749999999999986 -0.09601999999999998 -0.015539999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=-0.00039094442824485007 -0.00025870085257129785 0.00046986359994391616 0.00026408986463798194 0.00018335203868736786 0.00059968403010893841 -0.00027206391585459476 -0.00036626031211997275
leaf_weight=0.001032833246995918 0.0019466887853390787 0.0011917044549109935 0.0018890834272987165 0.0011252764423447569 0.0010090487899339501 0.0015090770625565768 0.0017373513787943759
leaf_count=192 1896 223 243 334 154 188 680
internal_value=0 3.07219e-05 -2.60595e-05 3.62363e-05 0.000157341 2.59912e-05 -0.000150212
internal_weight=0 0.0104082 0.00921653 0.00726984 0.00440721 0.00339816 0.00286263
internal_count=3910 3718 3495 1599 585 431 1014
is_linear=0
shrinkage=0.00196078


Tree=6347
num_leaves=9
num_cat=0
split_feature=133 484 42 13 43 15 15 3
split_gain=4.60811e-05 5.32165e-05 4.39637e-05 7.25315e-05 6.45733e-05 6.48924e-05 8.6697e-05 4.49424e-05
threshold=0.10064500000000001 0.087420000000000012 -0.090359999999999982 0.00079000000000000012 -0.019509999999999996 1.0000000180025095e-35 -0.079109999999999986 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00031493573073986556 -0.00041405015710612456 -0.00039896602452467624 0.00034107168946192985 0.00050551192348597881 -0.00050075802324325174 -0.00048151274047239512 0.00038310234184634146 3.0564278053351964e-05
leaf_weight=0.0010520042706558758 0.0010374853692381994 0.0010591945963610077 0.0018835809761718111 0.001476403409906432 0.0010636425073140454 0.0012054107425054413 0.001656921989878388 0.0014416677995420066
leaf_count=357 598 337 1006 382 215 565 265 185
internal_value=0 1.85136e-05 6.37292e-05 0.000109372 2.87155e-05 -8.08947e-05 3.5127e-05 -0.000195011
internal_weight=0 0.0108388 0.00977963 0.00872763 0.00725122 0.00536764 0.00416223 0.00250531
internal_count=3910 3312 2975 2618 2236 1230 665 400
is_linear=0
shrinkage=0.00196078


Tree=6348
num_leaves=8
num_cat=0
split_feature=133 42 160 160 2 13 16
split_gain=1.57728e-05 2.94738e-05 3.80847e-05 3.39848e-05 6.29219e-05 8.82019e-05 1.71943e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.10393500000000001 -0.083514999999999992 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.011574279427774505 -0.015047360068049754 -0.011433165047417135 0.041231740878215406 -0.011760795503202194 -0.014524114288238972 0.0049009852782642329 0.0039608187390785402
leaf_weight=0.0010429121102278 0.0013506431494908532 0.001888592280947946 0.0010281005038849142 0.0010200888088925351 0.0010122264288939895 0.0019090772986448984 0.001000675615477258
leaf_count=604 752 952 285 276 168 574 299
internal_value=0 -0.00140125 0.000944028 0.00485941 0.00828442 0.0176178 -0.00533468
internal_weight=0 0.0092094 0.00785876 0.00597017 0.00495008 0.00293718 0.0020129
internal_count=3910 3306 2554 1602 1326 859 467
is_linear=0
shrinkage=0.1


Tree=6349
num_leaves=8
num_cat=0
split_feature=1 0 4 151 16 16 3
split_gain=1.71402e-05 2.80502e-05 2.23063e-05 5.43087e-05 8.67297e-05 7.73371e-05 9.88637e-06
threshold=0.076710000000000014 -0.070894999999999986 0.24280000000000004 -0.0074049999999999993 -0.079209999999999989 0.070590000000000014 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -4
right_child=2 -3 6 4 5 -7 -8
leaf_value=-0.017409361810859204 0.016689634842016073 0.001470367822753084 0.01834842273424455 -0.031444141515660683 0.019362191088137332 -0.015604445766312331 0.0045111271147449108
leaf_weight=0.0013041263004790965 0.0012856281605465071 0.0019843691693252914 0.0010368094448034524 0.0010494327825341593 0.0013304183802871539 0.0012058167017887837 0.001028577269515071
leaf_count=1642 291 366 297 331 478 327 178
internal_value=0 -0.00601681 0.00274854 -0.000943924 -0.00726637 0.0027378 0.0114574
internal_weight=0 0.0032885 0.00693668 0.0048713 0.00358567 0.00253624 0.00206539
internal_count=3910 2008 1902 1427 1136 805 475
is_linear=0
shrinkage=0.1


Tree=6350
num_leaves=8
num_cat=0
split_feature=11 3 1 15 4 0 15
split_gain=4.15545e-05 4.17976e-05 5.94872e-05 8.74337e-05 8.27655e-05 7.58527e-05 6.04535e-05
threshold=0.078340000000000007 -0.12008499999999998 0.095575000000000007 -0.0039399999999999991 0.053925000000000008 -0.024394999999999997 -0.106555
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -6
right_child=-2 2 4 5 6 -7 -8
leaf_value=0.00038144114860888892 -0.00039196752080204495 -0.00051564045038599265 0.00046736992504788115 0.00027049736638621425 0.00022683680961420246 -0.00038133408963046797 -0.00036854600417141108
leaf_weight=0.0011268116007460615 0.0010086407196624588 0.0017746087574041008 0.0018084904255069268 0.0018950969133802985 0.0012814415987687717 0.0010761289530793253 0.0013426870444608211
leaf_count=183 263 1167 461 1256 305 106 169
internal_value=0 2.50432e-05 -1.87108e-05 -0.000171267 0.000144626 3.44148e-05 -7.78025e-05
internal_weight=0 0.0103053 0.00917845 0.00474583 0.00443262 0.00297123 0.00262413
internal_count=3910 3647 3464 2529 935 1362 474
is_linear=0
shrinkage=0.00196078


Tree=6351
num_leaves=10
num_cat=0
split_feature=4 0 156 3 12 0 15 2 2
split_gain=4.56565e-05 7.35893e-05 4.53191e-05 4.16467e-05 4.64342e-05 0.000102314 6.29526e-05 5.34437e-05 9.2099e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.084090000000000012 -0.089974999999999986 0.093125000000000013 -0.082994999999999985 -0.0058549999999999991 0.089910000000000004 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00040159681736560168 -0.00028232317601426351 0.00049567054610006125 -0.00041230800633658741 -0.00036436144879861812 0.00044990352859073382 -0.00051607651198731124 0.00050994647516697006 0.00056462275681632443 -0.00024095243019261876
leaf_weight=0.0010258982195738625 0.001426441468163799 0.0011681224209112552 0.0010396833487370744 0.0010517138619941346 0.0011259543987934949 0.0011226223259810566 0.0012978055563812865 0.0011241869681674209 0.0010602269264820101
leaf_count=192 570 223 413 393 672 572 463 244 168
internal_value=0 3.19402e-05 -2.663e-05 2.22171e-05 8.62655e-05 1.38822e-05 0.000145102 -1.21339e-06 0.000173629
internal_weight=0 0.0104168 0.00924863 0.00820895 0.00678251 0.00565656 0.00453393 0.00323613 0.00218441
internal_count=3910 3718 3495 3082 2512 1840 1268 805 412
is_linear=0
shrinkage=0.00196078


Tree=6352
num_leaves=8
num_cat=0
split_feature=403 13 4 0 4 2 2
split_gain=1.51894e-05 4.62597e-05 5.96832e-05 4.77916e-05 4.54191e-05 5.63434e-05 5.72158e-05
threshold=0.03138500000000001 0.083175000000000013 -0.06272999999999998 -0.0046249999999999989 -0.0010999999999999996 0.086915000000000006 0.113945
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=-0.033668777439608673 0.011488961283869621 0.014078327477931824 0.018476620238474763 -0.0041448802217493004 -0.021674003376926994 0.016930867153259564 -0.010682601614261085
leaf_weight=0.0010689500061580922 0.0010217075646056376 0.0016029249969837659 0.001169122155501516 0.0011256424857791431 0.0012444185931340221 0.0015576852853165265 0.0014478027808207221
leaf_count=979 470 377 835 160 360 374 355
internal_value=0 -0.00136199 -0.0046127 -0.0185255 0.00102169 -0.00378005 0.00362892
internal_weight=0 0.00921655 0.00761362 0.00219459 0.00541903 0.00424991 0.00300549
internal_count=3910 3440 3063 1139 1924 1089 729
is_linear=0
shrinkage=0.1


Tree=6353
num_leaves=8
num_cat=0
split_feature=1 43 12 52 1 4 0
split_gain=1.66577e-05 2.79987e-05 2.01094e-05 4.56428e-05 7.35186e-05 4.28684e-05 2.50724e-05
threshold=0.076710000000000014 0.0016850000000000001 -1.0000000180025095e-35 -0.0041199999999999995 0.095825000000000007 0.0057500000000000008 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -6
right_child=2 -3 3 4 6 -7 -8
leaf_value=-0.013772419061524361 0.014529740711314357 0.0049306960580712423 -0.023269655204301926 0.027372128095740012 0.0068705243685616146 0.0035180220861990826 -0.014927070527599407
leaf_weight=0.0019098490491500763 0.001191733832523776 0.0013778553587438314 0.0012329200150760038 0.0012191690011349372 0.001113882332407409 0.0011589744992088664 0.0010027184768766494
leaf_count=1581 450 427 471 442 132 131 276
internal_value=0 -0.00593407 0.00271119 0.00025215 0.00781126 -0.0102899 -0.00345587
internal_weight=0 0.0032877 0.0069194 0.00572766 0.00333577 0.00239189 0.0021166
internal_count=3910 2008 1902 1452 850 602 408
is_linear=0
shrinkage=0.1


Tree=6354
num_leaves=9
num_cat=0
split_feature=484 133 150 43 42 16 52 2
split_gain=0.000142798 5.02875e-05 5.71538e-05 7.97628e-05 7.58289e-05 6.04837e-05 9.22086e-05 7.55395e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.090695000000000012 -0.074254999999999988 0.084685000000000024 -0.19424999999999998 1.0000000180025095e-35 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=-0.00071620263653978148 9.1697283141825903e-05 -0.00036208748851939516 -0.00028397620021805673 -0.0002801052823928849 0.00069686789874179051 -0.0003906479327192162 0.00058390618138632288 0.00032506660030354076
leaf_weight=0.0010044791193578985 0.0015476623990129568 0.0010017522319137355 0.0013007759796465406 0.0018128807117012611 0.0016391516528368485 0.0012834903951277413 0.0012693334768327101 0.0010155794142783555
leaf_count=627 423 516 313 245 438 333 614 401
internal_value=0 5.64999e-05 9.89892e-05 0.000157129 0.000402969 1.15423e-05 0.00015971 -7.44918e-05
internal_weight=0 0.0108706 0.00986887 0.0085681 0.00318681 0.00538128 0.0035684 0.00229907
internal_count=3910 3283 2767 2454 861 1593 1348 734
is_linear=0
shrinkage=0.00196078


Tree=6355
num_leaves=10
num_cat=0
split_feature=133 50 160 12 156 43 0 3 4
split_gain=3.74343e-05 5.42333e-05 3.88462e-05 4.92715e-05 6.36008e-05 6.05556e-05 6.12766e-05 3.97899e-05 4.80073e-05
threshold=0.099765000000000006 0.086465000000000014 0.090735000000000024 -0.023959999999999995 0.083375000000000019 -0.074254999999999988 -0.070894999999999986 0.097615000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -7
right_child=-2 -3 -4 4 -6 7 -8 -9 -10
leaf_value=-0.00026466601832382259 -0.00036719211834429076 -0.00040032222829236986 -0.00027151321480551791 0.00017982442822124813 -0.00027265030252649917 0.00022900024799680835 0.00085252304093247008 0.00038097472821911507 -0.00031260313666212519
leaf_weight=0.0010944796888770507 0.0010136770856882847 0.0010234824724791166 0.0010930391927737705 0.0010025651587424911 0.0010097308167977149 0.0013078330237458772 0.0010829799963307499 0.001397031947270545 0.0012126515593470525
leaf_count=394 608 562 282 367 426 696 142 158 275
internal_value=0 2.78495e-05 7.54812e-05 0.000122264 0.000182651 0.000259234 0.000529143 0.000115545 -3.15751e-05
internal_weight=0 0.0102238 0.00920031 0.00810727 0.00701279 0.00600306 0.00208555 0.00391752 0.00252048
internal_count=3910 3302 2740 2458 2064 1638 509 1129 971
is_linear=0
shrinkage=0.00196078


Tree=6356
num_leaves=8
num_cat=0
split_feature=1 43 52 4 151 3 12
split_gain=1.46858e-05 3.04696e-05 3.66382e-05 5.88834e-05 3.32989e-05 2.9926e-05 8.67199e-05
threshold=0.10285500000000002 -0.15648499999999999 0.086950000000000013 -0.076854999999999993 -0.0074049999999999993 0.12046500000000002 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -2
right_child=5 2 -4 4 -6 -7 -8
leaf_value=0.012537446379115439 0.029277030162976111 0.013950899645075322 -0.022128179106862229 0.0021121810231875173 -0.021093067693186529 -0.0079174373474648046 -0.0062976321632853514
leaf_weight=0.0010324231613161698 0.0012991044350566306 0.0014920973414277706 0.0011373599034867447 0.0010852729879155857 0.0014374125159830227 0.0012965308294385735 0.0014501164197053508
leaf_count=233 363 686 831 383 840 243 331
internal_value=0 -0.00314247 -0.00628452 -0.00179612 -0.01111 0.00460642 0.0105127
internal_weight=0 0.00618457 0.00515214 0.00401478 0.00252269 0.00404575 0.00274922
internal_count=3910 2973 2740 1909 1223 937 694
is_linear=0
shrinkage=0.1


Tree=6357
num_leaves=8
num_cat=0
split_feature=11 43 15 4 13 16 52
split_gain=1.40861e-05 2.24802e-05 4.89314e-05 4.12317e-05 2.63299e-05 4.26241e-05 6.65779e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.068329999999999988 -0.09547499999999999 -0.19424999999999998 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7
right_child=-2 4 3 -5 5 6 -8
leaf_value=0.02452584968961842 -0.01101180842124074 0.0076348934580823874 0.012890772405053675 -0.015572692300668881 -0.023953948465923941 -0.014880595948661297 0.014549429640324855
leaf_weight=0.0011444825918377017 0.0010548828635296775 0.0018113421271172417 0.0010194982939297468 0.0010162181571517568 0.0010752737042540048 0.0016099956787733285 0.0014710150309058632
leaf_count=792 304 336 359 508 198 383 1030
internal_value=0 0.00119191 0.00798261 -0.00131803 -0.00242691 -0.00681193 -0.000829359
internal_weight=0 0.00914783 0.0031802 0.00203572 0.00596763 0.00415628 0.00308101
internal_count=3910 3606 1659 867 1947 1611 1413
is_linear=0
shrinkage=0.1


Tree=6358
num_leaves=10
num_cat=0
split_feature=48 48 51 2 159 4 12 4 0
split_gain=4.5763e-05 8.29263e-05 7.60292e-05 7.31077e-05 6.98958e-05 4.36602e-05 8.00292e-05 6.55935e-05 2.37466e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.082325000000000023 -0.08422499999999998 0.09364500000000002 0.055260000000000011 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00025995773145481924 -0.00040387282009703347 0.00050619993531244027 -0.00052663783110496886 0.00044774737281460191 -0.00049528562885159475 0.00036444021905063766 0.00054573283514377201 -0.00044242443777058786 -4.2742412071277496e-05
leaf_weight=0.00146213727067238 0.0010302175501377764 0.001237600322270333 0.0010666386870330927 0.0013469446738547325 0.0011402844435417434 0.0010801076564584964 0.001276169600665217 0.0010306666919923818 0.0011233808324080745
leaf_count=491 161 279 398 425 415 125 423 223 970
internal_value=0 2.87112e-05 -3.33211e-05 2.88787e-05 -5.04427e-05 3.44883e-05 0.000129941 -3.41274e-05 0.000156851
internal_weight=0 0.0107639 0.00952633 0.00845969 0.00711275 0.00597246 0.00451032 0.00323416 0.00220349
internal_count=3910 3749 3470 3072 2647 2232 1741 1318 1095
is_linear=0
shrinkage=0.00196078


Tree=6359
num_leaves=8
num_cat=0
split_feature=49 42 4 15 16 4 43
split_gain=1.50018e-05 3.96521e-05 3.801e-05 3.05122e-05 8.40832e-05 5.13371e-05 3.65632e-05
threshold=-0.047894999999999993 0.092395000000000019 0.0051950000000000008 -0.038029999999999987 -0.09601999999999998 -0.06272999999999998 0.0016850000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.0053228263713638781 0.010372943491661976 -0.020103361142229138 0.020568872395461551 -0.009737994199461036 -0.023260185731063428 0.024591395807415789 0.013917095132293476
leaf_weight=0.0011822270684170332 0.0014418401166831848 0.0010621661116875973 0.0010895214507613421 0.0017283734867291701 0.0015343061728985438 0.0011166603805848542 0.0010506171639220394
leaf_count=324 432 746 181 954 653 412 208
internal_value=0 -0.00212181 0.00709473 0.000657581 -0.0069661 0.00648181 -0.00079502
internal_weight=0 0.00793396 0.00227175 0.0068718 0.00297615 0.00389565 0.00277899
internal_count=3910 3405 505 2659 1085 1574 1162
is_linear=0
shrinkage=0.1


Tree=6360
num_leaves=7
num_cat=0
split_feature=4 12 3 2 52 0
split_gain=1.5533e-05 2.78173e-05 3.98103e-05 5.74796e-05 3.80163e-05 4.46573e-05
threshold=0.27608500000000008 -0.036459999999999992 0.10666500000000002 0.094010000000000024 -0.0025949999999999997 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.016875344851910501 0.0094571496114816272 -0.0090428063802010447 0.01316512194229824 -0.020946586347205871 -0.0020599146819623229 0.024527390066564684
leaf_weight=0.0010567042054750652 0.001466732741337482 0.0018004294822558135 0.0018593299202162607 0.0014431287794014142 0.0014003030419155026 0.0011510423631754746
leaf_count=300 441 805 165 789 665 745
internal_value=0 -0.0016664 0.000433265 -0.00365183 0.00208343 0.00993498
internal_weight=0 0.00871094 0.00765423 0.0057949 0.00435177 0.00255135
internal_count=3910 3469 3169 3004 2215 1410
is_linear=0
shrinkage=0.1


Tree=6361
num_leaves=9
num_cat=0
split_feature=11 43 2 13 2 4 16 15
split_gain=3.72485e-05 4.07765e-05 6.93988e-05 7.629e-05 2.90549e-05 2.95455e-05 7.47373e-05 2.20919e-05
threshold=0.078340000000000007 -0.053009999999999995 0.093815000000000009 -0.003375 0.089785000000000018 0.055260000000000011 -0.072359999999999994 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -3
right_child=-2 4 -4 -5 5 -7 -8 -9
leaf_value=0.00030451571710455493 -0.00036049315509895731 -0.00045176699055413154 0.00057207103958027369 -0.00039490487178214253 0.000558362403918131 -0.0001810197852354146 -9.1063995072426739e-05 -5.7876587696396037e-05
leaf_weight=0.001400763238593876 0.0010203114704665757 0.0010375201701503882 0.0012557788583035133 0.0010483004127935468 0.0010793105283964446 0.0016292569649927957 0.001847514037026563 0.0011589790459738936
leaf_count=909 263 253 541 261 221 339 341 782
internal_value=0 3.20014e-05 0.000197301 5.13481e-06 -5.86914e-05 3.06133e-05 0.000148422 -0.000243931
internal_weight=0 0.0104574 0.00370484 0.00244906 0.00675258 0.00455608 0.00292682 0.0021965
internal_count=3910 3647 1711 1170 1936 901 562 1035
is_linear=0
shrinkage=0.00196078


Tree=6362
num_leaves=9
num_cat=0
split_feature=52 52 160 16 0 0 2 12
split_gain=3.11296e-05 6.07866e-05 3.98861e-05 3.7729e-05 5.37516e-05 5.874e-05 4.67358e-05 4.93225e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 -0.083564999999999987 -0.060094999999999989 -0.10071499999999999 0.10679500000000001 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00032403393752133096 0.00043087043866739508 0.00058380174082534931 -0.00038760160801027278 -2.3459632632637103e-05 0.0001432665567528644 -0.00065328329291802507 -0.00012065157554211963 3.6295167862605242e-05
leaf_weight=0.0010688267530285797 0.0012612986391426087 0.0012895342142415715 0.0010513663195474534 0.0012378537871976837 0.0017493505024124127 0.0010541461743395757 0.0015100088087041646 0.0012417489986104541
leaf_count=425 376 400 258 169 234 1222 301 525
internal_value=0 2.73767e-05 -2.8341e-05 1.83906e-05 -0.000115573 -0.000313131 0.000152356 0.000315216
internal_weight=0 0.0103953 0.00913401 0.00808264 0.00404135 0.002292 0.00404129 0.00253128
internal_count=3910 3485 3109 2851 1625 1391 1226 925
is_linear=0
shrinkage=0.00196078


Tree=6363
num_leaves=8
num_cat=0
split_feature=52 150 4 16 52 48 12
split_gain=1.68865e-05 3.23472e-05 4.27764e-05 2.96725e-05 6.91435e-05 3.77667e-05 3.76037e-05
threshold=-0.048794999999999991 0.086420000000000011 -0.0031049999999999997 -0.083564999999999987 0.091210000000000013 0.084905000000000022 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -2
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=-0.0011364420222923978 -0.0033856720296971373 -0.0094513988266510494 0.025024553954843848 -0.02654898960400864 0.0037196875885411977 -0.012429122255333202 0.020994801156842408
leaf_weight=0.001277405009473974 0.0011739849545064119 0.0010219312755061225 0.0012238315012391857 0.0014077185205426173 0.0016268346630651993 0.0010989315628749589 0.0013718985738638459
leaf_count=720 504 157 313 920 534 211 551
internal_value=0 0.00553918 0.0116639 -0.00301719 -0.0103218 0.00306442 0.00975222
internal_weight=0 0.00352317 0.00250124 0.00667937 0.00303455 0.00364482 0.00254588
internal_count=3910 1190 1033 2720 1454 1266 1055
is_linear=0
shrinkage=0.1


Tree=6364
num_leaves=7
num_cat=0
split_feature=1 0 49 4 1 0
split_gain=1.62885e-05 2.92783e-05 2.27008e-05 3.28843e-05 6.81213e-05 1.90158e-05
threshold=0.076710000000000014 -0.070894999999999986 -0.047309999999999998 -1.0000000180025095e-35 0.10786000000000001 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-0.017532377037876478 0.013045658481682994 0.0017791399085831903 0.010105984727064183 -0.027020532989656676 -0.0047000708881040701 0.013619234125119666
leaf_weight=0.0012979107821952615 0.0016231879821702148 0.0019869262523378515 0.001884866432388714 0.0010855776794143389 0.0012855690849953613 0.0010132091171144177
leaf_count=1642 357 366 864 214 144 323
internal_value=0 -0.00585126 0.00270558 -0.000479689 -0.00637522 0.00337434
internal_weight=0 0.00328484 0.00689241 0.00526922 0.00338436 0.00229878
internal_count=3910 2008 1902 1545 681 467
is_linear=0
shrinkage=0.1


Tree=6365
num_leaves=8
num_cat=0
split_feature=457 43 3 12 16 16 4
split_gain=1.50684e-05 3.13218e-05 4.64643e-05 4.3047e-05 5.45443e-05 9.09244e-05 1.62341e-05
threshold=0.088055000000000008 -0.074254999999999988 -0.075954999999999981 0.088375000000000023 -0.19424999999999998 -0.063614999999999991 -0.070414999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -6 -1
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.0063721114044018217 0.011260672963978334 -0.019189873468918598 0.021932352799034306 -0.019693487816773724 0.02824930690871498 -0.0070286000700751491 -0.011453661580172214
leaf_weight=0.0010004035759417895 0.0010551983722744121 0.0011375064454146409 0.0012194265107950721 0.0016050800160669542 0.0011804055654124513 0.0019172239511744021 0.0010441143611669944
leaf_count=305 204 214 381 1056 469 488 793
internal_value=0 -0.00136282 0.00648315 -0.00574773 -0.000462409 0.00641466 -0.00273133
internal_weight=0 0.00910416 0.00326394 0.00584022 0.00423514 0.00309763 0.00204452
internal_count=3910 3706 1479 2227 1171 957 1098
is_linear=0
shrinkage=0.1


Tree=6366
num_leaves=7
num_cat=0
split_feature=4 12 3 150 12 43
split_gain=1.77584e-05 2.43407e-05 3.41336e-05 4.47383e-05 3.82105e-05 7.11647e-05
threshold=0.27608500000000008 -0.036459999999999992 0.10666500000000002 0.083935000000000023 0.080120000000000011 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.016029705090079557 0.01013772291825292 0.013300368859295118 0.012005747520436051 -0.021915575569390888 0.0069643262881241745 -0.023787053327618355
leaf_weight=0.00105138549812868 0.0014648305517146127 0.001579801457394895 0.0018535913094210304 0.0010825095277133649 0.0018117329756554381 0.0012872368987939646
leaf_count=300 441 257 165 250 1032 1465
internal_value=0 -0.00176704 0.000202209 -0.00359537 0.000643303 -0.00580905
internal_weight=0 0.00866626 0.00761487 0.00576128 0.00467877 0.00309897
internal_count=3910 3469 3169 3004 2754 2497
is_linear=0
shrinkage=0.1


Tree=6367
num_leaves=9
num_cat=0
split_feature=15 15 0 4 2 1 4 0
split_gain=5.4465e-05 0.000105736 5.17846e-05 0.000121943 0.000118525 4.9947e-05 3.22675e-05 5.14182e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.099024999999999988 -0.0021099999999999995 0.083715000000000026 0.093575000000000019 -0.49269499999999994 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 -3 -6 -4 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=0.00041403208845723638 -0.00065953866800783165 0.00069358671911662947 -0.00024294048775364623 -0.00059288836248438948 -0.00031304067620045939 0.00022834468702485097 -0.00012215430727083114 0.00036873187216808967
leaf_weight=0.0010532880865889429 0.001002364579756704 0.0012121827111629059 0.0010421327369740264 0.0014808961998745342 0.0013375610429482991 0.0012842182046328213 0.0014666490562222278 0.0018617783833438824
leaf_count=317 297 115 192 548 240 201 1550 450
internal_value=0 -5.32995e-05 9.44145e-06 -0.000106613 0.000186566 -4.78555e-05 5.81535e-05 0.000152426
internal_weight=0 0.0106878 0.00968542 0.00585146 0.00383396 0.00262178 0.00437056 0.00332843
internal_count=3910 3593 3296 2740 556 441 2192 2000
is_linear=0
shrinkage=0.00196078


Tree=6368
num_leaves=9
num_cat=0
split_feature=47 52 4 4 3 13 3 0
split_gain=1.72054e-05 4.45253e-05 4.4598e-05 5.34829e-05 4.28128e-05 4.02921e-05 3.77683e-05 2.3095e-05
threshold=0.11669500000000001 0.11401500000000002 0.25367000000000006 -1.0000000180025095e-35 -0.078884999999999997 -1.0000000180025095e-35 -0.115685 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -5
right_child=-2 -3 -4 7 5 -7 -8 -9
leaf_value=0.0099081980668849733 -0.012311713328466815 -0.018135441536980903 0.02000809281546111 -0.0028543297642854809 0.028757677238839343 0.0026223477619236792 -0.016950005759757795 -0.023389684132640157
leaf_weight=0.0010349601923634614 0.0010284588557644891 0.0010405374457093724 0.0014088513528792562 0.0011885763339257599 0.0012048431427269261 0.0011557001506231131 0.0010596040597609338 0.0010156446199407361
leaf_count=250 179 606 397 134 391 218 1311 424
internal_value=0 0.00133313 0.00384395 0.000424253 0.00672788 0.0159621 -0.00367891 -0.0123165
internal_weight=0 0.00910872 0.00806818 0.00665933 0.00445511 0.00236054 0.00209456 0.00220422
internal_count=3910 3731 3125 2728 2170 609 1561 558
is_linear=0
shrinkage=0.1


Tree=6369
num_leaves=9
num_cat=0
split_feature=49 42 457 2 4 42 3 15
split_gain=1.59336e-05 3.75765e-05 3.36569e-05 3.00869e-05 3.37073e-05 2.75523e-05 8.17387e-05 1.28511e-05
threshold=-0.045004999999999996 0.091955000000000023 0.084715000000000013 0.10393500000000001 0.044585000000000007 -0.088669999999999985 -0.078884999999999997 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=-0.0033024589450560515 0.019948134104031019 -0.019668325041806475 0.020668951284551058 -0.020457851670041688 0.0035668427682038202 -0.018807314416647541 0.0056421613609901507 0.021525785745682376
leaf_weight=0.0013497102385601036 0.0010094976820514872 0.0010675224234594728 0.0010347538170482496 0.0011832246147594476 0.0011531388198870553 0.0012726819732013775 0.0010304421427239302 0.0010073407882224689
leaf_count=371 362 758 158 285 271 1179 297 229
internal_value=0 -0.00225146 0.00710009 0.000541803 -0.00860019 0.00548606 0.00107598 0.0134939
internal_weight=0 0.00772385 0.00238446 0.00665633 0.00233636 0.00431996 0.00331046 0.00203778
internal_count=3910 3381 529 2623 556 2067 1705 526
is_linear=0
shrinkage=0.1


Tree=6370
num_leaves=8
num_cat=0
split_feature=15 15 42 13 2 3 4
split_gain=2.45071e-05 3.00132e-05 4.79686e-05 5.23237e-05 5.11886e-05 7.77637e-05 3.83324e-05
threshold=-0.24219999999999997 -0.10192499999999999 -0.090359999999999982 0.00079000000000000012 0.084235000000000018 0.094625000000000015 0.0037100000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.00028269375588234254 -0.00027975797609050296 -0.0003790033314417853 0.00027202561745265531 0.00040100504459470782 -0.00041504766773344941 -0.000117419554346114 0.00040521087776842081
leaf_weight=0.0010288555977135102 0.0016159644367732965 0.0010530377542279671 0.0017004819120368655 0.0014574896819120383 0.0019621909573814145 0.0011703711967428166 0.0010010554795630061
leaf_count=317 398 393 772 423 1344 167 96
internal_value=0 -3.51723e-05 1.21925e-05 6.86883e-05 -1.4332e-05 -0.000132133 0.00012352
internal_weight=0 0.00996059 0.00834463 0.00729159 0.0058341 0.00413362 0.00217143
internal_count=3910 3593 3195 2802 2379 1607 263
is_linear=0
shrinkage=0.00196078


Tree=6371
num_leaves=9
num_cat=0
split_feature=52 457 160 1 4 133 16 1
split_gain=4.41246e-05 5.38139e-05 4.85594e-05 6.54787e-05 5.6375e-05 8.26401e-05 7.52274e-05 3.94522e-05
threshold=-0.27466499999999994 0.087895000000000015 0.043720000000000009 0.11561500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.008069999999999999 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6
right_child=1 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00039088288596854804 -4.9465771252567977e-05 0.00046368211267044365 -0.00036829393168872319 0.00039689459826867089 -1.0133757618066742e-05 -0.00033762001439136799 0.00059611855296004849 -0.00051827646778862318
leaf_weight=0.0010383011183969998 0.0013534371993485052 0.0010072023190736629 0.0012785941331601254 0.001607122308147039 0.0010831171265365089 0.0011812200415762131 0.0014241741201344558 0.0012836012864278087
leaf_count=425 814 190 473 417 411 743 274 163
internal_value=0 3.33679e-05 -1.36846e-05 4.34716e-05 -4.6322e-05 9.68024e-05 0.000281547 -0.000285727
internal_weight=0 0.0102185 0.00921127 0.00793267 0.00632555 0.00395883 0.00277761 0.00236672
internal_count=3910 3485 3295 2822 2405 1831 1088 574
is_linear=0
shrinkage=0.00196078


Tree=6372
num_leaves=9
num_cat=0
split_feature=52 52 160 16 48 12 0 0
split_gain=4.3606e-05 5.33431e-05 3.81706e-05 3.92609e-05 4.18354e-05 4.03687e-05 5.3144e-05 3.33919e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 -0.083564999999999987 0.087645000000000015 0.091555000000000011 -0.075584999999999986 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -5 -3
right_child=1 2 -4 5 -6 -7 -8 -9
leaf_value=-0.00038974153298066143 0.00042673910310251761 4.1147780887050346e-05 -0.00036996000233364854 -0.00020349850342635611 -0.00015620584887329184 -0.00041019120596889446 0.00034734957736916642 0.00047759839611846131
leaf_weight=0.0010042981913938589 0.0011997450977263525 0.0011375812483104986 0.0010234194819219956 0.0016306857366059839 0.001070542234796721 0.0011703301281216173 0.0011469983799896753 0.0016536538943682187
leaf_count=425 376 204 258 840 203 589 196 819
internal_value=0 3.8795e-05 -1.38964e-05 3.27633e-05 0.000173331 -0.000104734 2.3965e-05 0.000299721
internal_weight=0 0.010033 0.00883321 0.00780979 0.00386178 0.00394801 0.00277768 0.00279124
internal_count=3910 3485 3109 2851 1226 1625 1036 1023
is_linear=0
shrinkage=0.00196078


Tree=6373
num_leaves=8
num_cat=0
split_feature=42 50 51 47 1 43 13
split_gain=1.56145e-05 3.67874e-05 5.23754e-05 6.65645e-05 6.30039e-05 5.77725e-05 4.41443e-05
threshold=-0.090359999999999982 0.07992500000000001 -0.07742499999999998 0.087850000000000025 0.10031000000000002 -0.077544999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.011143057741517665 -0.014751198251848655 -0.016699396052572625 0.023371795673305534 -0.012440132123435078 0.030708424440077348 -0.015557457862334931 0.010105247314197079
leaf_weight=0.0011274996689186996 0.0013017705134101458 0.0010044322534314308 0.0012732423026299918 0.0013757704805819953 0.0013708498758190704 0.0013169903721303297 0.0013650769507403912
leaf_count=440 539 672 440 262 540 839 178
internal_value=0 0.00133981 0.00360365 0.00716887 0.012234 0.00583099 -0.00249605
internal_weight=0 0.00900813 0.0080037 0.00670193 0.00532616 0.00395531 0.00268207
internal_count=3910 3470 2798 2259 1997 1457 1017
is_linear=0
shrinkage=0.1


Tree=6374
num_leaves=9
num_cat=0
split_feature=4 0 156 43 1 2 2 4
split_gain=4.69445e-05 9.82275e-05 3.91394e-05 4.02533e-05 5.29764e-05 5.34084e-05 4.56304e-05 5.19542e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.084090000000000012 -0.24333999999999997 0.12263000000000002 1.0000000180025095e-35 0.10679500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00040825168520614903 -0.00035828770143764261 0.00054901495843444651 -0.00038747580632375118 -0.00034373673685938691 0.00042085973188306364 3.6027180270062562e-05 -0.00017090037375127597 0.0005762461644035937
leaf_weight=0.0010428408756711681 0.0010272005630207314 0.0012298839878816638 0.0011007474972542204 0.0014815602517950664 0.001267842929222017 0.0019019362920762969 0.0017195241980341863 0.0010692323613166251
leaf_count=192 179 223 413 650 279 1301 399 274
internal_value=0 2.73933e-05 -3.96564e-05 5.56011e-06 5.5794e-05 -1.91942e-05 8.33129e-05 0.000230435
internal_weight=0 0.0107979 0.00956804 0.0084673 0.0074401 0.00617225 0.00469069 0.00297117
internal_count=3910 3718 3495 3082 2903 2624 1974 1575
is_linear=0
shrinkage=0.00196078


Tree=6375
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 0 1 2
split_gain=3.57392e-05 7.42638e-05 8.4167e-05 6.09259e-05 5.68771e-05 7.93673e-05 5.21536e-05 7.56359e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 -0.10943499999999999 0.085110000000000005 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00041086363384704768 -0.00035791638904078701 0.00048775982899347629 -0.00055726296505530714 0.00035432877407337441 -0.00068838647256758178 6.1979160581738469e-05 0.00038659532339854405 0.0002337890672632781
leaf_weight=0.0013484563038358526 0.0010132016524965421 0.0011948791933654316 0.0010397117571930023 0.0017934811789984345 0.0010826478882990573 0.0010851352520056961 0.001404407964818151 0.0014545110243535454
leaf_count=1100 161 279 398 421 211 438 659 243
internal_value=0 2.78599e-05 -3.18168e-05 3.50624e-05 -5.47547e-05 -0.000312773 7.81852e-05 -7.63416e-05
internal_weight=0 0.0104032 0.00920835 0.00816864 0.00637516 0.00216778 0.00420738 0.00280297
internal_count=3910 3749 3470 3072 2651 649 2002 1343
is_linear=0
shrinkage=0.00196078


Tree=6376
num_leaves=9
num_cat=0
split_feature=4 0 13 15 47 49 52 1
split_gain=4.30709e-05 7.87576e-05 4.00448e-05 4.27201e-05 6.46467e-05 7.93374e-05 6.00594e-05 5.53044e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.094679999999999986 0.085285000000000014 0.09252500000000001 -0.069934999999999983 -0.072349999999999984 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=-0.00039140162321133517 0.00021762296111414178 0.00049772625591542523 -0.00040381210090883075 -0.00046348852542709036 -0.00036234384078542728 -0.00012878561153008175 4.9915982212847933e-05 0.00065555091930068568
leaf_weight=0.0010492586588438614 0.0019135094984723449 0.0012015953400949476 0.0010162174436038245 0.0010672271866551735 0.0017391346525609608 0.0012682131413747693 0.0010037993411800715 0.0013720476309917716
leaf_count=192 452 223 201 1055 322 445 753 267
internal_value=0 2.50943e-05 -3.54498e-05 -0.000100306 -3.97381e-05 8.06528e-05 0.000215755 0.000399669
internal_weight=0 0.0105817 0.00938015 0.00746664 0.00639941 0.00466028 0.00364406 0.00237585
internal_count=3910 3718 3495 3043 1988 1666 1465 1020
is_linear=0
shrinkage=0.00196078


Tree=6377
num_leaves=9
num_cat=0
split_feature=4 0 2 12 1 1 2 15
split_gain=4.3591e-05 7.50271e-05 2.61817e-05 5.39717e-05 6.03803e-05 5.86255e-05 5.12532e-05 5.7333e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.088820000000000024 0.097345000000000015 0.081005000000000008 0.095575000000000007 0.10679500000000001 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4 -8
right_child=1 -3 6 -5 5 -7 7 -9
leaf_value=-0.00039756206900322573 0.00011321338019633042 0.00050019054783726955 0.00031051684451159856 0.00025295115388280901 -0.000791133906663755 -0.00014753946491379271 0.00013214585440548228 -0.00043850329955713368
leaf_weight=0.0010148350977994365 0.0010821592116565353 0.0011504736071287049 0.0019722706719936794 0.0010112741994154199 0.0010365598437749228 0.001145494282735465 0.0016480184874181078 0.0011487261397368177
leaf_count=192 921 223 906 199 493 258 389 329
internal_value=0 2.85624e-05 -3.14294e-05 -0.000142848 -0.000265469 -0.000453272 6.8459e-05 -0.000102241
internal_weight=0 0.010195 0.0090445 0.00427549 0.00326421 0.00218205 0.00476902 0.00279674
internal_count=3910 3718 3495 1871 1672 751 1624 718
is_linear=0
shrinkage=0.00196078


Tree=6378
num_leaves=8
num_cat=0
split_feature=42 43 3 16 48 1 51
split_gain=1.34813e-05 2.54551e-05 6.72944e-05 3.0525e-05 4.54356e-05 2.27415e-05 2.17933e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.15737500000000001 0.084500000000000006 0.088785000000000017 0.08482000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0081730814933432105 -0.0035690620293982304 0.01902588479042764 0.030076275192497715 -0.017396116982922833 -0.020594455225829714 0.0013371855851721393 0.00010950668400131055
leaf_weight=0.0017110001015161547 0.0014609363655583496 0.0013204941380138367 0.001002324046565019 0.0010547030700788071 0.0010082991916897308 0.0016166520703934867 0.0010254954472581294
leaf_count=1060 750 568 583 245 143 427 134
internal_value=0 0.00155692 0.0101215 -0.00194427 0.00133421 0.00928974 -0.0101549
internal_weight=0 0.0084889 0.00246326 0.00602564 0.00497094 0.00293715 0.00203379
internal_count=3910 2850 1333 1517 1272 995 277
is_linear=0
shrinkage=0.1


Tree=6379
num_leaves=8
num_cat=0
split_feature=4 42 4 2 13 0 4
split_gain=1.30431e-05 2.3962e-05 3.52411e-05 3.32388e-05 4.71547e-05 4.54289e-05 5.03523e-05
threshold=0.27608500000000008 0.091955000000000023 0.074650000000000008 0.11165000000000001 -0.084184999999999996 -0.14867499999999997 -0.08422499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.016971134565696978 0.0086330574390247293 -0.015132128669825481 -0.014391687058020753 0.018076249579638971 -0.0124714561212692 -0.0050120323451931957 0.022925177180009589
leaf_weight=0.0012393673114905268 0.0014737386489286639 0.0011287975670136929 0.0013157199710736268 0.0012671867629802797 0.0010210543699635467 0.0010440765321198251 0.0016884243035365256
leaf_count=660 441 711 229 230 142 545 952
internal_value=0 -0.00153982 0.000485429 0.00361223 -5.86877e-05 0.00552555 0.0122505
internal_weight=0 0.00870463 0.00757583 0.00626011 0.00499292 0.00375356 0.0027325
internal_count=3910 3469 2758 2529 2299 1639 1497
is_linear=0
shrinkage=0.1


Tree=6380
num_leaves=9
num_cat=0
split_feature=11 3 49 42 3 457 52 13
split_gain=3.63027e-05 5.14833e-05 3.94932e-05 4.13427e-05 7.49982e-05 4.12817e-05 3.138e-05 0.000135504
threshold=0.078340000000000007 -0.12008499999999998 -0.006494999999999999 -0.082904999999999993 -0.075954999999999981 0.088175000000000017 0.098910000000000012 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 -6
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.00041575379695199961 -0.00036350323397096298 -0.00039651546884976631 0.00038993290125555343 -0.00048964382854832717 0.00072465670490664679 0.00010090333263213042 -0.00015540884466914553 -0.00012991915785700775
leaf_weight=0.0011636265926183815 0.0010032338107026683 0.0017793697436379249 0.0012041234908613425 0.0010219923495252119 0.0011901222675204548 0.0010030738186782131 0.0012741173617035252 0.0017807444356718754
leaf_count=183 263 541 451 1288 298 132 353 401
internal_value=0 2.70353e-05 -2.18458e-05 6.21507e-05 -1.27861e-05 -0.000217195 0.000102019 0.000212422
internal_weight=0 0.0104172 0.00925354 0.0064711 0.00526698 0.00278244 0.00424498 0.00297087
internal_count=3910 3647 3464 2791 2340 673 1052 699
is_linear=0
shrinkage=0.00196078


Tree=6381
num_leaves=8
num_cat=0
split_feature=159 484 49 151 13 13 2
split_gain=1.3349e-05 2.5478e-05 4.69722e-05 5.4349e-05 7.59061e-05 7.54092e-05 6.62321e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -0.081629999999999994 -0.0088999999999999982 0.0024700000000000004 -0.0038299999999999996 0.091525000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.010696397958084315 0.015888365560494954 0.014708954744380673 -0.025394389741344364 -0.020700268366360866 -0.020805951841748774 0.024215812537891755 0.011139516078108529
leaf_weight=0.0010581974487258233 0.0013773715254974212 0.0012059376267469458 0.0010399741262338124 0.0012385292009773651 0.0013753721356374038 0.0014989464199245358 0.0013826928300286624
leaf_count=633 250 392 396 977 493 237 532
internal_value=0 0.00116898 -0.000894541 -0.00443157 -0.000464573 0.00632568 -0.0039048
internal_weight=0 0.00911882 0.00791289 0.00653551 0.00549554 0.00412017 0.00262122
internal_count=3910 3277 2885 2635 2239 1746 1509
is_linear=0
shrinkage=0.1


Tree=6382
num_leaves=8
num_cat=0
split_feature=47 43 16 16 12 3 49
split_gain=1.46654e-05 2.61878e-05 8.12931e-05 5.5633e-05 5.33576e-05 6.51932e-05 3.94562e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15737500000000001 0.011450000000000002 0.086935000000000012 0.045635000000000002 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.01241280749130836 0.0084920427166682542 0.017539353623263858 -0.026844448626775371 0.022426686285156133 -0.021064776266542906 0.005298515935530451 -0.021922230698308967
leaf_weight=0.0011312073118397523 0.0016745633398736479 0.0016479381245649606 0.0012787648570671906 0.0010021896832822993 0.0012738869244160881 0.0010181742004263684 0.0011163160347955042
leaf_count=251 290 1004 470 307 1293 127 168
internal_value=0 -0.00174981 -0.00393329 0.000902549 -0.00336365 0.00259792 -0.00893765
internal_weight=0 0.00846848 0.00733727 0.0060585 0.00505632 0.00378243 0.00213449
internal_count=3910 3620 3369 2899 2592 1299 295
is_linear=0
shrinkage=0.1


Tree=6383
num_leaves=8
num_cat=0
split_feature=13 48 0 2 3 42 0
split_gain=1.51547e-05 2.86792e-05 4.23166e-05 3.30341e-05 3.48152e-05 7.77043e-05 3.21656e-05
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.090050000000000005 -0.074234999999999982 0.085195000000000007 -0.074249999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=0.01005833159344173 0.015631362489579588 -0.016476869250459839 -0.0068341500909636201 -0.025372778447585027 -0.01006382678851387 0.029295818457584777 -0.002254225494814183
leaf_weight=0.0012924514440229374 0.001512869284788651 0.0011214386572197662 0.0012670117493681948 0.0010399690541838952 0.0013261700600287639 0.0011227546858507327 0.0014284770621984114
leaf_count=210 181 187 930 680 391 701 630
internal_value=0 -0.0015365 0.000640218 -0.00302703 0.00292974 0.0101404 -0.0119942
internal_weight=0 0.00881869 0.00769725 0.00618438 0.00371594 0.00238977 0.00246845
internal_count=3910 3700 3513 3332 2022 1631 1310
is_linear=0
shrinkage=0.1


Tree=6384
num_leaves=8
num_cat=0
split_feature=16 15 15 16 2 4 4
split_gain=1.53398e-05 4.51176e-05 5.19989e-05 3.80203e-05 6.97566e-05 5.81153e-05 5.48382e-05
threshold=-0.50388999999999984 -0.11739999999999999 -0.09547499999999999 -0.092424999999999993 0.106285 -0.08422499999999998 -0.012149999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0099972167576473214 -0.020367266509453641 0.020990264561504234 -0.019847345118945481 -0.022086539925672527 0.019797518452309877 0.017617575727885592 -0.011321181259592568
leaf_weight=0.0013209622465006681 0.0011137557803723944 0.0011289070422333689 0.001033759938060352 0.0014107436196731404 0.0014586115611354951 0.0013043290022248422 0.0013150052343266173
leaf_count=292 477 195 384 573 453 1019 517
internal_value=0 -0.00156248 0.0011748 -0.00225487 0.00105857 -0.00572365 0.00308922
internal_weight=0 0.00876511 0.00765136 0.00652245 0.00548869 0.00403008 0.00261933
internal_count=3910 3618 3141 2946 2562 2109 1536
is_linear=0
shrinkage=0.1


Tree=6385
num_leaves=8
num_cat=0
split_feature=133 50 156 15 42 43 2
split_gain=4.3273e-05 4.33444e-05 4.06115e-05 4.01538e-05 7.17597e-05 5.13437e-05 4.72876e-05
threshold=0.099765000000000006 0.07992500000000001 0.084090000000000012 -0.07142999999999998 -1.0000000180025095e-35 -0.019509999999999996 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00030635406053682328 -0.00039312606496880593 -0.00033645303779168277 -0.00026898118330949628 -0.00019709341553444536 0.0006701047922021275 0.00018213057077492691 0.00016342606156262874
leaf_weight=0.0014086687953141618 0.0010030308672297561 0.0010832550397759265 0.0011282216866334007 0.0010463134560552241 0.001446031269593607 0.001942769847964257 0.0019840979782075763
leaf_count=386 608 594 486 464 366 526 480
internal_value=0 3.40038e-05 7.88111e-05 0.000128938 0.000251765 0.000390353 -3.16255e-05
internal_weight=0 0.0100394 0.0089561 0.00782788 0.00443511 0.0033888 0.00339277
internal_count=3910 3302 2708 2222 1356 892 866
is_linear=0
shrinkage=0.00196078


Tree=6386
num_leaves=8
num_cat=0
split_feature=0 42 4 47 0 48 13
split_gain=1.61e-05 3.72788e-05 3.33656e-05 4.22088e-05 7.48113e-05 7.44462e-05 3.16767e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.06272999999999998 0.087850000000000025 -0.14136999999999997 0.084500000000000006 -0.017604999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -2
right_child=6 2 3 -5 -6 -7 -8
leaf_value=-0.018281268291568623 -0.0055678644790986553 -0.01469410176384966 0.017201309257911898 -0.0092878740766249666 0.025951133524909426 -0.019609257386729244 0.01853644090697015
leaf_weight=0.0012132875173709269 0.0010039595369223521 0.0011527754634451963 0.0010394502610265631 0.0016646146700475314 0.0016395336839000966 0.0011653887930191337 0.0011930934655993634
leaf_count=1005 116 753 173 332 1082 119 330
internal_value=0 -0.00215934 0.0007769 0.00401426 0.00977409 -0.00225527 0.0075218
internal_weight=0 0.00787505 0.00666176 0.00550899 0.00384437 0.00220484 0.00219705
internal_count=3910 3464 2459 1706 1374 292 446
is_linear=0
shrinkage=0.1


Tree=6387
num_leaves=9
num_cat=0
split_feature=15 15 4 0 52 1 15 4
split_gain=4.53051e-05 3.40684e-05 3.87848e-05 6.10889e-05 5.17509e-05 3.97204e-05 5.59682e-05 3.57898e-05
threshold=-0.24219999999999997 -0.10192499999999999 -0.49269499999999994 -0.017269999999999997 -0.092854999999999979 0.09112000000000002 0.084050000000000014 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -7
right_child=1 2 3 -5 5 7 -8 -9
leaf_value=0.00037608648810688003 -0.00029354639281884819 -0.00035789200172554609 -0.00035842676679571288 0.00042271622724848713 0.00045279858769774428 -0.00039661591466147651 -0.0001130208500138304 0.00010527661841102131
leaf_weight=0.0010807800941362031 0.0017706929716301287 0.0010055232578098086 0.0014306634600964449 0.0013972684203893155 0.001637189334826583 0.0010384107837020204 0.001140209342713765 0.0011525646224807029
leaf_count=317 398 192 514 180 734 410 998 167
internal_value=0 -4.53867e-05 4.53641e-06 5.12804e-05 -2.98249e-05 6.47973e-05 0.000220512 -0.000132595
internal_weight=0 0.0105725 0.00880183 0.00779631 0.00639904 0.00496837 0.0027774 0.00219098
internal_count=3910 3593 3195 3003 2823 2309 1732 577
is_linear=0
shrinkage=0.00196078


Tree=6388
num_leaves=8
num_cat=0
split_feature=15 15 150 15 49 0 43
split_gain=2.80083e-05 2.26245e-05 5.98523e-05 3.80644e-05 3.40199e-05 6.62358e-05 5.18401e-05
threshold=-0.24219999999999997 -0.076594999999999983 0.082965000000000025 -0.03231499999999999 -0.0057999999999999987 -0.083424999999999985 -0.11652999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7
right_child=1 3 -4 4 5 6 -8
leaf_value=0.00030692657338499856 -0.00038533419348701502 0.00034161611512853712 0.00018864702414936169 -0.00030956328073761718 0.00038993636371996101 0.00021027281071553435 -0.00033558303377255813
leaf_weight=0.0010011695769549271 0.0019368943279362903 0.0012043442161858925 0.0010923971220887295 0.0013831117554214331 0.0014212500852047506 0.0010777066146167088 0.0017634595174487336
leaf_count=317 808 408 203 368 661 180 965
internal_value=0 -3.7249e-05 -0.00017835 2.51516e-05 -4.23589e-05 4.43463e-05 -0.00012853
internal_weight=0 0.00987916 0.00302929 0.00684987 0.00564553 0.00426242 0.00284117
internal_count=3910 3593 1011 2582 2174 1806 1145
is_linear=0
shrinkage=0.00196078


Tree=6389
num_leaves=9
num_cat=0
split_feature=13 39 48 3 0 457 52 2
split_gain=2.87584e-05 4.13439e-05 5.59415e-05 5.01843e-05 9.07652e-05 5.18018e-05 3.3664e-05 5.33973e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11379500000000002 -0.12008499999999998 -0.082994999999999985 0.082870000000000013 0.048490000000000012 0.08221500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00024940498391915871 0.000260938311583249 0.00027160335398760565 -0.00050709820662587265 5.653937538216127e-05 -0.00053616016349314387 0.00040777731575926976 0.00019391690573332979 -0.000551702385592412
leaf_weight=0.0014323613756423706 0.001686916999655258 0.0013473030045926182 0.0011171007417589132 0.0011610467282814343 0.0015129961365923893 0.0010217525928368359 0.0010349294723781656 0.0010629404078122179
leaf_count=210 371 419 121 204 1336 149 569 531
internal_value=0 -4.77647e-05 -9.78113e-05 -3.66911e-05 -0.000123351 2.25563e-05 -9.82202e-05 -0.000234166
internal_weight=0 0.00994499 0.00859768 0.00748058 0.00579367 0.00428067 0.00325892 0.00222399
internal_count=3910 3700 3281 3160 2789 1453 1304 735
is_linear=0
shrinkage=0.00196078


Tree=6390
num_leaves=9
num_cat=0
split_feature=52 52 160 160 42 15 2 4
split_gain=2.43993e-05 5.79378e-05 3.35111e-05 3.74417e-05 6.01933e-05 6.55386e-05 9.85029e-05 2.96399e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.087825000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10192499999999999 0.10137500000000001 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00029577678747436006 0.00042869725973196344 -0.00021976992172790085 -0.00036269116359256555 -0.00031459933038006092 -0.0001804574743684499 0.00036214534670570822 -9.1367321890114818e-05 0.00083260976479267873
leaf_weight=0.0010017078211309897 0.0012031429369379508 0.0019622997413108927 0.0010285593370168728 0.0011173052110346124 0.0013026003219044472 0.0010057160271649138 0.0012693912139094916 0.001054866669490125
leaf_count=425 376 1092 258 675 248 492 201 143
internal_value=0 2.52859e-05 -3.02428e-05 1.40952e-05 9.39079e-05 0.000192434 0.000338299 0.000602988
internal_weight=0 0.00994388 0.00874074 0.00771218 0.00574988 0.00463257 0.00332997 0.00206058
internal_count=3910 3485 3109 2851 1759 1084 836 635
is_linear=0
shrinkage=0.00196078


Tree=6391
num_leaves=8
num_cat=0
split_feature=47 47 51 1 15 0 0
split_gain=1.51243e-05 2.48281e-05 4.85716e-05 4.02117e-05 3.47194e-05 2.3163e-05 4.09262e-05
threshold=0.10436500000000001 0.077065000000000008 0.08955500000000001 0.088010000000000019 -1.0000000180025095e-35 -0.084074999999999997 -0.014809999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.013380278690663947 0.0086087210307151593 -0.016532209211814832 -0.020249378647214298 0.024572592027145734 0.0010612577940603148 0.01827303904187675 -0.0076285007784216473
leaf_weight=0.0013767913705073028 0.0016782831855470777 0.0010056578133714978 0.0010039081167184999 0.00130607775526506 0.0012099317491165394 0.0010161749379663614 0.0015262879068517474
leaf_count=968 290 288 372 522 518 833 119
internal_value=0 -0.00178488 0.000208721 0.00340021 0.0132662 -0.00293335 0.00272386
internal_weight=0 0.00844483 0.00743917 0.00643526 0.00251601 0.00391925 0.00254246
internal_count=3910 3620 3332 2960 1040 1920 952
is_linear=0
shrinkage=0.1


Tree=6392
num_leaves=10
num_cat=0
split_feature=133 484 133 42 49 15 1 47 1
split_gain=4.16238e-05 4.87276e-05 6.70824e-05 5.79998e-05 5.24875e-05 5.67574e-05 5.98023e-05 7.8254e-05 7.44241e-05
threshold=0.099765000000000006 0.087420000000000012 0.048240000000000005 0.095385000000000011 0.0047850000000000011 1.0000000180025095e-35 0.095575000000000007 0.096300000000000011 0.083930000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.000130105987619995 -0.00038367296052830056 -0.00037709734230370454 0.00055500415402707842 0.00045310936732299211 0.00031096601119326553 -0.0004468794541440974 0.00051771233773739375 -0.00020548045721227316 -0.00060344077594411127
leaf_weight=0.0010331126257237897 0.0010202683428417103 0.0010130825085593537 0.0010020605128150386 0.0010328936937849852 0.0013190512398138822 0.0015309368613386897 0.0013363225465772293 0.001010053343338748 0.001095780405066314
leaf_count=192 608 337 622 288 332 823 373 110 225
internal_value=0 3.13909e-05 7.56027e-05 1.81272e-05 -4.32072e-05 -0.000120989 -9.50557e-06 0.000206397 -0.000247464
internal_weight=0 0.0103733 0.00936021 0.00835815 0.00732526 0.00600621 0.00447527 0.00234638 0.00212889
internal_count=3910 3302 2965 2343 2055 1723 900 483 417
is_linear=0
shrinkage=0.00196078


Tree=6393
num_leaves=9
num_cat=0
split_feature=0 43 13 2 2 2 15 16
split_gain=1.54418e-05 3.35892e-05 4.22668e-05 5.42362e-05 4.95836e-05 4.45344e-05 3.81803e-05 3.2015e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.057284999999999996 0.11230000000000001 0.091525000000000009 0.089910000000000004 -0.0078499999999999976 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 4 5 -3 -4 -1 -2
right_child=7 2 3 -5 -6 -7 -8 -9
leaf_value=-0.026693761254102395 -0.0036159937637006857 -0.0023852489689955634 -0.007423486874009501 -0.02174549739816195 0.028455527456016334 0.019355847155692607 0.0007048799020731892 0.02056001196796535
leaf_weight=0.0010325398002944929 0.0012099393820304101 0.001035222445686467 0.0014882542898446082 0.0012391281836626614 0.0010500841189409267 0.0010656876809135537 0.0010023335641167154 0.0010008481688983106
leaf_count=817 277 704 609 184 463 320 367 169
internal_value=0 -0.00212436 0.00170884 -0.0045784 0.013145 0.00375077 -0.0131978 0.00732875
internal_weight=0 0.00791325 0.00587838 0.00379307 0.00208531 0.00255394 0.00203487 0.00221079
internal_count=3910 3464 2280 1113 1167 929 1184 446
is_linear=0
shrinkage=0.1


Tree=6394
num_leaves=8
num_cat=0
split_feature=47 43 16 16 12 3 49
split_gain=1.3994e-05 2.37547e-05 7.99059e-05 4.47339e-05 4.8624e-05 6.08674e-05 3.06128e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15737500000000001 0.0063350000000000012 0.086935000000000012 0.045635000000000002 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.011844473651283466 0.0083109253413675803 0.017235515267053244 -0.026618442421082463 0.020099847533302951 -0.019942496637047016 0.0041502003309318173 -0.01990540988423331
leaf_weight=0.0011207688484710819 0.0016692804315783091 0.0016448438018704468 0.0012673793367285408 0.0010193195430777376 0.001252945070354998 0.0010140402182309428 0.0011060236632429278
leaf_count=251 290 1000 470 326 1278 127 168
internal_value=0 -0.00171116 -0.00379106 0.00100107 -0.00287862 0.00280016 -0.00839946
internal_weight=0 0.00842532 0.00730455 0.00603717 0.00501785 0.00376491 0.00212006
internal_count=3910 3620 3369 2899 2573 1295 295
is_linear=0
shrinkage=0.1


Tree=6395
num_leaves=9
num_cat=0
split_feature=133 50 160 156 0 42 43 16
split_gain=2.56946e-05 4.75666e-05 4.29307e-05 5.70319e-05 5.77537e-05 8.20209e-05 8.46452e-05 7.69949e-05
threshold=0.099765000000000006 0.086465000000000014 0.090735000000000024 0.084090000000000012 -0.017269999999999997 0.091230000000000019 -0.00084499999999999994 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0004369302657675425 -0.00030517084855099049 -0.00037713781337321263 -0.00030258571287816093 -0.00030996939941484863 0.00055117698645028713 0.00057314482322275498 -0.00022644506195325536 0.00039468291110373926
leaf_weight=0.0013322465046590264 0.0010076268866098413 0.0010253838348480244 0.0010594272517169155 0.0010443070487973225 0.001317001669414633 0.0011101385060861661 0.0012633492002737281 0.0019541077210395406
leaf_count=849 608 562 282 470 217 354 197 371
internal_value=0 2.31808e-05 6.8385e-05 0.000117383 0.000181349 9.52933e-05 -2.13036e-05 0.000150794
internal_weight=0 0.010106 0.00908058 0.00802115 0.00697684 0.00565984 0.0045497 0.00321746
internal_count=3910 3302 2740 2458 1988 1771 1417 568
is_linear=0
shrinkage=0.00196078


Tree=6396
num_leaves=10
num_cat=0
split_feature=48 2 40 150 159 3 4 4 1
split_gain=4.94762e-05 7.75673e-05 0.000110733 9.82588e-05 8.51922e-05 7.94085e-05 0.000102435 8.73528e-05 3.83347e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -3
right_child=-2 8 3 -5 -6 7 -8 -9 -10
leaf_value=-0.00066007292531186841 -0.00042883732206752375 8.9176732468537512e-05 0.00033593586692506959 -0.00053989934351273284 -0.00039024798796506006 0.00014634184051308819 -0.00046481945044316882 0.00081694135682817786 0.0006205750682345975
leaf_weight=0.0010255474895757627 0.0010021701448810908 0.0010031834094928727 0.0012694278415373828 0.0010219190272154777 0.0010811569210921849 0.0018254661572556204 0.0011899316227611326 0.0012638647186405242 0.0010879672326529317
leaf_count=269 161 252 542 249 393 587 1025 129 303
internal_value=0 2.66543e-05 -5.50401e-05 2.60509e-05 0.000113286 0.000211399 -5.15e-05 0.000420688 0.000365648
internal_weight=0 0.0107685 0.00867731 0.00765177 0.00662985 0.00554869 0.00245936 0.00308933 0.00209115
internal_count=3910 3749 3194 2925 2676 2283 1567 716 555
is_linear=0
shrinkage=0.00196078


Tree=6397
num_leaves=9
num_cat=0
split_feature=48 48 51 2 159 52 13 4
split_gain=5.36011e-05 7.55938e-05 6.28086e-05 9.18955e-05 5.93259e-05 7.27663e-05 8.569e-05 4.34872e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.082325000000000023 0.086950000000000013 -0.083514999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00058397865280646782 -0.00044656846835147603 0.00049187758017037902 -0.00048314166181523735 0.00049247709636194811 -0.00048259587909515414 -0.00038344333278618085 0.000209019425723894 -0.00024356496832704904
leaf_weight=0.0011933704814358266 0.0010032179913437517 0.0011960285016303562 0.0010514199524313044 0.0013556935836912245 0.0011035031623202688 0.001362680921303587 0.0015471799260894988 0.001727766439373173
leaf_count=468 161 279 398 425 415 726 749 289
internal_value=0 2.77459e-05 -3.1678e-05 2.55798e-05 -6.56986e-05 1.31983e-05 0.00013416 -2.97509e-05
internal_weight=0 0.0105376 0.00934161 0.00829019 0.0069345 0.005831 0.00446832 0.00327495
internal_count=3910 3749 3470 3072 2647 2232 1506 1038
is_linear=0
shrinkage=0.00196078


Tree=6398
num_leaves=7
num_cat=0
split_feature=0 1 2 3 12 4
split_gain=1.38666e-05 2.7898e-05 3.58418e-05 7.25613e-05 4.6468e-05 2.87579e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.076695000000000013 0.088325000000000015 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.013235464214412318 0.0074848180127357906 -0.024534640535972405 0.029529060207962768 -0.013259254319956776 0.0035546216229110153 0.0067560953480246171
leaf_weight=0.0017123102499531752 0.0019571495727965455 0.0010362657723891715 0.0010466356654722799 0.0011742606832820296 0.0013643421889184947 0.0018468712271917738
leaf_count=1896 394 292 374 191 551 212
internal_value=0 -0.00188541 0.00111918 0.00683765 -0.00857062 -0.00102352
internal_weight=0 0.00818069 0.00646838 0.00406777 0.00240061 0.00302113
internal_count=3910 3516 1620 777 843 403
is_linear=0
shrinkage=0.1


Tree=6399
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 43 0 12
split_gain=3.69847e-05 9.88746e-05 7.87511e-05 7.89037e-05 5.5431e-05 9.25353e-05 0.000101221 3.4451e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 0.10113500000000002 -0.0037249999999999996 -0.077944999999999987 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.00066511850597812444 -0.0003687719770404306 0.00055429270671237781 -0.00055139433350787656 0.00044497238466782957 -0.00045849606493497924 9.1753031365423903e-05 8.1868252494834417e-05 0.0005275926867763462
leaf_weight=0.0012309636501586182 0.001014112021350236 0.0011958352746169769 0.0010463884398853882 0.0013944591170021682 0.0011541100813203409 0.0018972061747134985 0.0016091400355100053 0.0011024761597622889
leaf_count=1204 161 279 398 425 310 344 399 390
internal_value=0 2.31356e-05 -4.41876e-05 1.90829e-05 -6.58319e-05 1.17699e-05 -0.000241892 0.000251938
internal_weight=0 0.0106306 0.00943474 0.00838836 0.0069939 0.00583979 0.0028401 0.00299968
internal_count=3910 3749 3470 3072 2647 2337 1603 734
is_linear=0
shrinkage=0.00196078


Tree=6400
num_leaves=9
num_cat=0
split_feature=133 50 160 156 12 0 12 1
split_gain=3.32309e-05 4.91535e-05 4.24899e-05 5.49308e-05 5.7313e-05 5.42418e-05 4.41431e-05 9.36559e-05
threshold=0.099765000000000006 0.086465000000000014 0.090735000000000024 0.084090000000000012 -0.023959999999999995 -0.06402999999999999 0.086935000000000012 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00024303055931746494 -0.00034384342300367108 -0.00038027417126780777 -0.00029244839077877176 -0.00029251101197227806 0.00066995264267844857 0.00055738431276772065 -0.00014022821764503017 -4.2445796035317908e-05
leaf_weight=0.0010220064469787498 0.0010140243401511361 0.0010177982885067492 0.0010733129483049596 0.0010624882238338155 0.0013046794436702024 0.0016860672743661933 0.0014214675545500747 0.0015552514819552668
leaf_count=344 608 562 282 470 437 285 770 152
internal_value=0 2.8435e-05 7.40208e-05 0.000122871 0.000186014 0.000259493 0.00014218 0.000282545
internal_weight=0 0.0101431 0.00912527 0.00805196 0.00698947 0.00596747 0.0042814 0.00285993
internal_count=3910 3302 2740 2458 1988 1644 1359 589
is_linear=0
shrinkage=0.00196078


Tree=6401
num_leaves=9
num_cat=0
split_feature=13 39 48 133 3 4 15 2
split_gain=1.39999e-05 3.06782e-05 4.8576e-05 4.10019e-05 6.45211e-05 6.51538e-05 5.56414e-05 3.81013e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 1.0000000180025095e-35 -0.12008499999999998 -0.032604999999999995 -0.064869999999999983 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=0.0096186393736963863 0.023189548381325753 0.013417982805422515 -0.024076179247056524 -0.018511135531578564 -0.024161949109856015 -0.018443971917765166 0.022604075902784876 0.0079921300779967654
leaf_weight=0.0012978761545567241 0.0012105289200373889 0.0011927183965124944 0.0010257366058069092 0.0010815036521924486 0.0010835576573552629 0.0010786124729278549 0.0010880424347267095 0.0011023925703951983
leaf_count=210 298 419 126 1193 931 264 240 229
internal_value=0 -0.00150177 -0.00382174 -0.000695049 0.0027685 -0.00291092 0.00413293 -0.0050818
internal_weight=0 0.00886309 0.00767037 0.00664464 0.00556313 0.00435261 0.00326905 0.00218101
internal_count=3910 3700 3281 3155 1962 1664 733 493
is_linear=0
shrinkage=0.1


Tree=6402
num_leaves=10
num_cat=0
split_feature=133 484 133 16 160 47 15 42 12
split_gain=2.99151e-05 4.64385e-05 7.13101e-05 5.98259e-05 7.55486e-05 8.1481e-05 7.00009e-05 4.7306e-05 2.9592e-05
threshold=0.10064500000000001 0.087420000000000012 0.065880000000000008 -0.41862999999999995 1.0000000180025095e-35 0.10783500000000001 -0.07142999999999998 0.060615000000000009 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00035393173669173375 -0.00032993939703396068 -0.00037685141452734695 0.00055604200670980467 -0.00031951442433728039 -0.00030123326679016763 0.0006939798332114464 0.00027686655995824185 0.00057724009224839547 -0.0001816825511074629
leaf_weight=0.0014788620281728096 0.0010299288096342037 0.0010221765573816604 0.0010080609678418022 0.0012445219960893657 0.0015537254771868497 0.0010022009077987944 0.0011733914924494718 0.0010192762919519313 0.0010040964537085197
leaf_count=286 598 337 594 471 298 123 173 458 572
internal_value=0 2.02301e-05 6.30265e-05 4.39209e-06 8.01239e-05 0.000188974 7.50167e-05 0.00022861 6.54176e-05
internal_weight=0 0.0105063 0.00948414 0.00847607 0.00699721 0.00544349 0.00444129 0.00319676 0.00217749
internal_count=3910 3312 2975 2381 2095 1797 1674 1203 745
is_linear=0
shrinkage=0.00196078


Tree=6403
num_leaves=9
num_cat=0
split_feature=133 484 133 160 15 3 49 1
split_gain=4.10124e-05 5.76945e-05 6.34171e-05 4.83585e-05 7.47631e-05 7.38653e-05 3.9503e-05 7.8043e-05
threshold=0.099765000000000006 0.087420000000000012 0.040200000000000007 0.086620000000000016 -0.11739999999999999 -0.089604999999999976 -0.0057999999999999987 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00033266771270137901 -0.0003850580018103813 -0.0004168967424609871 0.00053864183396126405 -0.00035669078874875056 0.00054996486597860296 -0.00025302120410731192 -0.00014966095727546354 0.00048633888969170193
leaf_weight=0.0013657567990803081 0.0010193500008919909 0.0010124926935016548 0.0010146132982592924 0.0011350018266111902 0.001509696098159494 0.0012195663509855978 0.0014937923692844328 0.001473498210291854
leaf_count=342 608 337 641 227 421 247 861 226
internal_value=0 2.73836e-05 7.62149e-05 1.89785e-05 7.93533e-05 0.000178136 4.40619e-05 0.000166164
internal_weight=0 0.0102244 0.00921192 0.00819731 0.00706231 0.00569655 0.00418686 0.00296729
internal_count=3910 3302 2965 2324 2097 1755 1334 1087
is_linear=0
shrinkage=0.00196078


Tree=6404
num_leaves=8
num_cat=0
split_feature=11 13 39 0 49 52 16
split_gain=1.54066e-05 1.9859e-05 4.62745e-05 4.71913e-05 4.32111e-05 3.54546e-05 4.47972e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.073619999999999977 0.071660000000000015 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.010165465385953682 -0.011598562351746562 -0.019072024093841407 0.017669930823543744 -0.024123991746586644 -0.014543138536110924 0.019304096208284424 0.010214564226551398
leaf_weight=0.0019532116802279485 0.0010438928185127249 0.0010157980143089291 0.0010994598014664033 0.0010306015685610896 0.0014140306661681768 0.0011010562230507224 0.0015127095199136595
leaf_count=389 304 148 387 328 591 961 802
internal_value=0 0.00122597 -0.00120804 -0.00462504 -0.000640655 0.00400768 -0.00174692
internal_weight=0 0.00912687 0.00717366 0.0060742 0.00504359 0.0040278 0.00292674
internal_count=3910 3606 3217 2830 2502 2354 1393
is_linear=0
shrinkage=0.1


Tree=6405
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 0
split_gain=1.24974e-05 2.11183e-05 6.46188e-05 4.02783e-05 3.85126e-05 4.18236e-05 3.20678e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 -0.016619999999999996 -0.083424999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.011144368475037934 -0.010452820222586298 -0.0063682632451589451 0.024234190146839679 0.014061492971840698 -0.0028578324669015589 -0.03021914865154815 -0.010183569779918451
leaf_weight=0.0015900023931124082 0.0010425585858174274 0.001429659163188518 0.0013336607553018015 0.0012436682269236689 0.0011788206494203624 0.0010619189698572215 0.0012665136730810882
leaf_count=558 304 114 591 421 1139 171 612
internal_value=0 0.00110568 0.0084014 -0.00207373 -0.00601053 -0.0158248 0.00168805
internal_weight=0 0.00910424 0.00276332 0.00634092 0.00509726 0.00224074 0.00285652
internal_count=3910 3606 705 2901 2480 1310 1170
is_linear=0
shrinkage=0.1


Tree=6406
num_leaves=9
num_cat=0
split_feature=15 0 4 12 47 4 12 16
split_gain=3.61511e-05 3.01472e-05 7.01261e-05 6.02221e-05 8.31075e-05 8.60191e-05 5.755e-05 5.65425e-05
threshold=-0.24219999999999997 -0.017269999999999997 -0.48072499999999996 -0.0089849999999999982 0.09252500000000001 -0.0040999999999999986 0.086865000000000012 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -7
right_child=1 2 -4 4 -6 7 -8 -9
leaf_value=0.0003452603002975865 -0.00053618583861096041 -0.00022032019081803827 0.00046500278029605829 -0.00050346818290196351 -0.00044210842609971435 4.6567252554959012e-05 0.00012522715103373145 0.0005828803292248591
leaf_weight=0.0010246363117772132 0.0010507728329181417 0.0010477081135741319 0.0012697649093703976 0.0011883188588038729 0.0014809004850443713 0.001606537033351381 0.0010583554354069362 0.0014272021922223928
leaf_count=317 293 194 165 694 319 365 1194 369
internal_value=0 -4.1222e-05 0.000155175 -9.94835e-05 -3.16158e-05 8.35075e-05 -0.000207305 0.000298872
internal_weight=0 0.0101296 0.00231747 0.00781209 0.00676131 0.00528041 0.00224667 0.00303374
internal_count=3910 3593 359 3234 2941 2622 1888 734
is_linear=0
shrinkage=0.00196078


Tree=6407
num_leaves=9
num_cat=0
split_feature=133 50 156 160 12 0 12 1
split_gain=3.37778e-05 6.48961e-05 4.89522e-05 4.56686e-05 6.47592e-05 4.8092e-05 5.48195e-05 7.79038e-05
threshold=0.099765000000000006 0.086465000000000014 0.084090000000000012 0.087825000000000014 -0.023959999999999995 -0.06402999999999999 0.086935000000000012 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00025775070320749018 -0.00035203419334018299 -0.00044407041369428566 -0.00030446581321812399 -0.00021169425028001016 0.00071616158222459556 0.00055820379313373367 -0.00015458702522356483 3.2912747654153424e-05
leaf_weight=0.0010221568636203182 0.0010046362539181527 0.0010193451022534649 0.001127887267655483 0.0012512393055584417 0.0011310962503877468 0.0016672635956099576 0.0013790674187908209 0.0014825392166838113
leaf_count=325 608 562 488 309 416 282 766 154
internal_value=0 2.49909e-05 7.77579e-05 0.000132099 0.000196475 0.000278505 0.000161709 0.000328601
internal_weight=0 0.0100806 0.00906125 0.00793336 0.00668212 0.00565997 0.0039927 0.00261364
internal_count=3910 3302 2740 2252 1943 1618 1336 570
is_linear=0
shrinkage=0.00196078


Tree=6408
num_leaves=8
num_cat=0
split_feature=0 52 150 2 3 12 13
split_gain=1.25467e-05 3.52567e-05 2.82848e-05 5.45249e-05 6.21055e-05 4.56537e-05 2.69181e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 0.10679500000000001 0.0021050000000000005 0.086865000000000012 -0.017604999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2
right_child=6 2 -4 -5 -6 -7 -8
leaf_value=-0.01688554371481274 -0.0054162138246003728 -0.019919589779377148 0.013543682068047062 -0.017345686051908782 0.024902606668618429 0.0075043163131321838 0.016726042621618888
leaf_weight=0.0013167087415678546 0.0010136494551077424 0.0010461682215755694 0.0014194043072343378 0.0016591832049335318 0.0010587852694292042 0.0014462003940989567 0.0011978318937671453
leaf_count=597 116 647 403 417 145 1255 330
internal_value=0 -0.00193911 0.00102935 -0.00237982 0.00461259 -0.00400683 0.00657697
internal_weight=0 0.00794645 0.00662974 0.00521034 0.00355115 0.00249237 0.00221148
internal_count=3910 3464 2867 2464 2047 1902 446
is_linear=0
shrinkage=0.1


Tree=6409
num_leaves=10
num_cat=0
split_feature=484 15 16 52 13 16 12 1 0
split_gain=0.00015588 4.45642e-05 0.000109004 5.59646e-05 5.10537e-05 6.34535e-05 0.000103166 5.72953e-05 9.08156e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.11110500000000002 0.17936000000000002 0.24895000000000003 0.088325000000000015 0.094165000000000013 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00074395994588772609 0.00039360954850508429 -0.00055700064731247802 0.00026791828363358419 0.00049620474646538146 -0.00037231320066902874 -0.0003046185845054636 0.00062503763115320115 0.00040230969134919252 -0.00048977412756311968
leaf_weight=0.0010231402635532015 0.0013249203120560453 0.0011472550176773932 0.0010926984226597976 0.0011162799609045057 0.0010633084916477119 0.0012358726965184556 0.0014821031932765382 0.0010018594861415024 0.001371596604926983
leaf_count=627 421 252 87 422 134 384 674 215 694
internal_value=0 5.6704e-05 9.7716e-06 8.7516e-05 2.45681e-05 9.28085e-05 0.00019207 6.93539e-06 -0.000153804
internal_weight=0 0.0108359 0.00951097 0.00836372 0.00724744 0.00618413 0.00494826 0.00346615 0.0024643
internal_count=3910 3283 2862 2610 2188 2054 1670 996 781
is_linear=0
shrinkage=0.00196078


Tree=6410
num_leaves=9
num_cat=0
split_feature=4 12 49 160 4 42 13 16
split_gain=1.45026e-05 2.7759e-05 4.24169e-05 5.22015e-05 5.19431e-05 7.33808e-05 4.48834e-05 3.69912e-05
threshold=0.27608500000000008 -0.036459999999999992 -0.00064499999999999985 0.069910000000000014 -0.08422499999999998 0.084100000000000022 -0.0030249999999999995 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 -4 -6
right_child=-2 2 4 -5 5 -7 -8 -9
leaf_value=-0.016903949883408539 0.0091347927289145703 -0.024528235866997823 0.0081395578838063948 0.0049597811883197573 0.010753646434519907 -0.0086214490052309144 -0.021460869189216608 0.036841382999491204
leaf_weight=0.0010473003711435284 0.0014602823034098366 0.0012650703384375081 0.001006241046949077 0.0011425010045187827 0.0010822258496061541 0.001023067613665322 0.0010434725855249687 0.0010919470466419254
leaf_count=300 441 413 318 171 497 1097 372 301
internal_value=0 -0.0016346 0.000454571 -0.0105348 0.00549708 0.0134636 -0.00692949 0.0238558
internal_weight=0 0.00870183 0.00765453 0.00240757 0.00524695 0.00319724 0.00204971 0.00217417
internal_count=3910 3469 3169 584 2585 1895 690 798
is_linear=0
shrinkage=0.1


Tree=6411
num_leaves=10
num_cat=0
split_feature=484 133 484 16 151 1 16 3 16
split_gain=0.000149245 4.98212e-05 7.98825e-05 8.24261e-05 0.000106167 7.2981e-05 6.44552e-05 7.27714e-05 2.59671e-05
threshold=-1.0000000180025095e-35 0.10064500000000001 0.087420000000000012 -0.014099999999999998 -0.0088999999999999982 0.095575000000000007 0.15100500000000003 -0.018854999999999997 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -8 -7
right_child=1 -3 -4 6 5 8 7 -9 -10
leaf_value=-0.00072754722788788873 -0.00050953196019221092 -0.00035447483239416826 -0.00041746126483973076 0.00073880688185534 -0.00011761039453491302 0.00019020910923204086 0.00052077325458678512 -0.00019037317912267741 0.00062453840547534265
leaf_weight=0.001029236486382608 0.0012017086187517245 0.0010403029057107901 0.0010390734854131582 0.0012905255824167093 0.0019767515282918379 0.001063698434732048 0.0011817343748617116 0.0010401857334846286 0.0010532728117503747
leaf_count=627 218 516 337 447 1009 184 306 121 145
internal_value=0 5.36082e-05 9.67211e-05 0.00015738 2.89664e-06 0.00015332 0.000390281 0.000187852 0.000406304
internal_weight=0 0.0108873 0.00984695 0.00880788 0.00529543 0.00409372 0.00351245 0.00222192 0.00211697
internal_count=3910 3283 2767 2430 1556 1338 874 427 329
is_linear=0
shrinkage=0.00196078


Tree=6412
num_leaves=8
num_cat=0
split_feature=159 15 16 52 12 3 15
split_gain=1.33156e-05 2.52354e-05 3.96976e-05 4.0723e-05 5.20254e-05 6.26175e-05 4.55692e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 1.0000000180025095e-35 0.097345000000000015 -0.078884999999999997 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.010705791492306681 0.015645116783794568 -0.018640247074348852 -0.029446722939001052 0.014473659719375073 0.016297103756578932 -0.01101843964368516 0.014396499274603859
leaf_weight=0.0010580971414987433 0.001060588440800459 0.0010762223812932009 0.0010189301653621557 0.0019015318836037541 0.0011230582387014368 0.0017303869332470937 0.001191126410109912
leaf_count=633 408 274 885 807 311 341 251
internal_value=0 0.00114641 -0.000765875 0.00199604 -0.00268977 -0.00810119 -0.000656548
internal_weight=0 0.00910184 0.00804126 0.00696503 0.0050635 0.00394044 0.00292151
internal_count=3910 3277 2869 2595 1788 1477 592
is_linear=0
shrinkage=0.1


Tree=6413
num_leaves=8
num_cat=0
split_feature=1 0 15 51 16 2 16
split_gain=1.24528e-05 3.91248e-05 2.20412e-05 3.94448e-05 7.49979e-05 4.7859e-05 2.80372e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 0.089910000000000004 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=-0.014964251488333455 0.022016152162229317 0.0070536738504218491 -0.0089051062292453305 -0.0078741565677793984 -0.019995344630092993 0.0066780387687469748 0.030074215265468114
leaf_weight=0.0018127707697804141 0.0011109748765161815 0.0014546684280754162 0.0013905169304219162 0.0010829754523772614 0.0012316637561512497 0.0010478676306164209 0.0010019809823839192
leaf_count=1913 265 95 571 286 409 229 142
internal_value=0 -0.00516184 0.00233807 0.00519332 0.000911088 0.00913041 0.0181143
internal_weight=0 0.00326744 0.00686598 0.00547546 0.00436449 0.00313282 0.00204985
internal_count=3910 2008 1902 1331 1066 657 371
is_linear=0
shrinkage=0.1


Tree=6414
num_leaves=8
num_cat=0
split_feature=47 52 12 1 1 2 52
split_gain=1.40057e-05 4.13604e-05 4.67445e-05 3.97854e-05 9.54061e-05 4.86592e-05 4.23102e-05
threshold=0.11669500000000001 0.11401500000000002 0.095920000000000019 0.11097000000000001 0.094485000000000013 0.088820000000000024 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.015081943099718146 -0.011130878396459661 -0.017623046415365651 0.018696744455775721 -0.017547251150977782 0.028406633405496168 -0.0072729870343243522 0.020870098869866849
leaf_weight=0.0019899714054700799 0.0010285476772973036 0.0010361753545685753 0.0016349532120905211 0.0011008814234652678 0.0011807794170767914 0.0010799022896976998 0.0010571301177439961
leaf_count=1282 179 606 581 348 295 340 279
internal_value=0 0.00118152 0.00360391 -0.000246512 0.00334181 -0.0038295 0.00664861
internal_weight=0 0.00907979 0.00804362 0.00640866 0.00530778 0.004127 0.00213703
internal_count=3910 3731 3125 2544 2196 1901 619
is_linear=0
shrinkage=0.1


Tree=6415
num_leaves=8
num_cat=0
split_feature=4 0 1 2 12 3 52
split_gain=3.7399e-05 7.85555e-05 3.23019e-05 3.46244e-05 9.66414e-05 7.97767e-05 2.60313e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.076710000000000014 1.0000000180025095e-35 0.097345000000000015 0.013395000000000002 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7
right_child=1 -3 3 5 -6 6 -8
leaf_value=-0.00036913049219719241 -0.00025688740112692895 0.00050626390485143744 -0.00044679850871604714 0.00058805863034085116 0.00032386226750652795 -0.00019112850687958295 0.00015543160937124455
leaf_weight=0.0010003191103850695 0.0019545662308454725 0.001169802578160046 0.0016242284846245212 0.0011127259388865312 0.001017511428727357 0.0016708678366288521 0.0016623278585955656
leaf_count=192 1909 223 675 346 168 189 208
internal_value=0 2.81366e-05 -3.37192e-05 2.78239e-05 -0.000149965 0.000133465 -1.82924e-05
internal_weight=0 0.010212 0.00904223 0.00708766 0.00264174 0.00444592 0.0033332
internal_count=3910 3718 3495 1586 843 743 397
is_linear=0
shrinkage=0.00196078


Tree=6416
num_leaves=9
num_cat=0
split_feature=133 133 160 42 52 13 15 2
split_gain=6.20851e-05 3.91883e-05 4.23613e-05 4.45479e-05 4.97948e-05 5.79523e-05 6.12908e-05 5.90385e-05
threshold=0.10064500000000001 0.065880000000000008 1.0000000180025095e-35 0.095385000000000011 1.0000000180025095e-35 -0.094679999999999986 -0.10071499999999999 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=0.00029665443128650828 -0.00047264500908511574 0.00038318332353383811 -0.0002774620859302175 0.00044273407099290428 0.000259612825361959 0.0001038254290290612 -0.00074871366522929279 -9.9685485982495056e-05
leaf_weight=0.0010159652069774627 0.0010061484360449303 0.0011242412761523256 0.0017675324893592177 0.0010114602633196999 0.0019698011133163565 0.001278771323640562 0.0011250055247868122 0.0010342134721718658
leaf_count=186 598 721 361 287 806 184 398 369
internal_value=0 3.76022e-05 -4.61528e-06 6.02471e-05 2.21229e-08 -0.000114784 -0.000236369 -0.000437845
internal_weight=0 0.010327 0.00920275 0.00743522 0.00642376 0.00445396 0.00343799 0.00215922
internal_count=3910 3312 2591 2230 1943 1137 951 767
is_linear=0
shrinkage=0.00196078


Tree=6417
num_leaves=9
num_cat=0
split_feature=133 50 3 47 3 49 1 16
split_gain=4.07436e-05 5.36798e-05 5.199e-05 4.24341e-05 5.05121e-05 6.19925e-05 4.61806e-05 1.84087e-05
threshold=0.10064500000000001 0.086465000000000014 -0.12008499999999998 0.077735000000000012 -0.069909999999999986 -0.0057999999999999987 0.11593500000000001 -0.0029949999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5 -7
right_child=-2 -3 3 6 5 7 -8 -9
leaf_value=0.00038259689142485995 -0.00037712932320912757 -0.00038903667043999876 -0.00021394879630180376 5.0116849253312204e-05 -5.7678967975822075e-05 0.00062191670250952671 -0.00051823083413208714 0.00026641617209075365
leaf_weight=0.0017365510171719976 0.0010426728775417898 0.0010613725730286494 0.0014642121496989229 0.0011434735863119628 0.0018311861437794591 0.0010253808393760942 0.0010584328776205606 0.0012339524474794898
leaf_count=341 598 562 1205 266 311 298 101 228
internal_value=0 2.91665e-05 7.59231e-05 7.26523e-06 9.85752e-05 0.000210444 -0.000223082 0.000427757
internal_weight=0 0.0105546 0.00949319 0.00775664 0.00555473 0.00409052 0.00220191 0.00225933
internal_count=3910 3312 2750 2409 2042 837 367 526
is_linear=0
shrinkage=0.00196078


Tree=6418
num_leaves=8
num_cat=0
split_feature=133 3 0 42 15 1 3
split_gain=1.34914e-05 2.71532e-05 4.2202e-05 5.91439e-05 3.46714e-05 4.91914e-05 6.19879e-05
threshold=0.094185000000000005 -0.12008499999999998 -0.053834999999999994 0.088235000000000022 1.0000000180025095e-35 0.095575000000000007 0.12046500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.012872038261605274 -0.010902470670793573 -0.011329144780658908 -0.017770817761529355 0.021813326774466416 -0.01854741435515889 0.027782153585500291 -0.0057034702550546618
leaf_weight=0.0016234128824680885 0.0010345981989579719 0.0016680586589586555 0.0013002886205332742 0.0012162550528018266 0.0010900012299109741 0.0011309542676488078 0.0010814643683720404
leaf_count=384 669 816 351 617 682 223 168
internal_value=0 0.0011479 -0.00139425 0.00204768 -0.00278889 0.00163757 0.0114139
internal_weight=0 0.00911044 0.00748702 0.00618673 0.00497048 0.00388048 0.00221242
internal_count=3910 3241 2857 2506 1889 1207 391
is_linear=0
shrinkage=0.1


Tree=6419
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 1 12 1
split_gain=5.17677e-05 8.35675e-05 2.81837e-05 5.98527e-05 6.55441e-05 4.16931e-05 6.4088e-05 5.94067e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.077294999999999989 -0.055679999999999993 -0.064869999999999983 0.11561500000000001 0.086935000000000012 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00043290086092838236 0.00027458407722949393 0.00051873411434220495 0.00043972211259649103 -0.00069801498666373146 -7.6703579918623933e-05 0.00037425774931137593 -0.00040474482003058566 -0.00013175858326838991
leaf_weight=0.0010322254511692169 0.0010008656857182835 0.0011797942314529858 0.0012537461778149043 0.0010343697905534454 0.0017695688796408675 0.0011744283170393383 0.0013006069255999207 0.0015815346175048631
leaf_count=192 400 223 437 504 696 271 1008 179
internal_value=0 2.7696e-05 -3.58604e-05 -7.41527e-05 -0.000305905 4.82164e-05 -4.43665e-05 0.000120947
internal_weight=0 0.0102949 0.00911512 0.00811425 0.00280394 0.00531032 0.00413589 0.00283528
internal_count=3910 3718 3495 3095 1200 1895 1624 616
is_linear=0
shrinkage=0.00196078


Tree=6420
num_leaves=8
num_cat=0
split_feature=12 3 4 47 52 1 15
split_gain=1.3685e-05 3.32479e-05 3.58007e-05 5.08211e-05 4.4146e-05 6.45894e-05 3.44481e-05
threshold=0.10700500000000002 0.13772500000000001 -0.34687499999999999 0.09252500000000001 -0.069134999999999988 0.088010000000000019 -0.050004999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.018481825423647302 -0.01116865085478355 0.017914876752180932 -0.0063966328636238011 -0.015242789129788444 -0.0023523462537146738 0.037288039691021069 0.011143191562251652
leaf_weight=0.0010267931610789122 0.0010034060502392321 0.0010456056205258571 0.0019424384000371196 0.0014423963168328805 0.0016625474282538034 0.0010123455455812737 0.0010035178256145427
leaf_count=248 355 224 668 305 1468 208 434
internal_value=0 0.00113441 -0.0010344 0.00150195 0.00579891 0.0122389 0.0242729
internal_weight=0 0.00913564 0.00809004 0.00706325 0.00562085 0.00367841 0.00201586
internal_count=3910 3555 3331 3083 2778 2110 642
is_linear=0
shrinkage=0.1


Tree=6421
num_leaves=9
num_cat=0
split_feature=14 133 49 160 13 1 15 47
split_gain=3.44242e-05 3.54903e-05 4.16333e-05 7.78118e-05 4.01696e-05 6.50358e-05 0.000100825 6.966e-05
threshold=-1.0000000180025095e-35 0.099765000000000006 0.079765000000000016 0.087825000000000014 -0.094679999999999986 0.081005000000000008 -1.0000000180025095e-35 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00034258479920289413 0.00037421752564333798 -0.00031875009514827015 0.00044351905339593201 -0.0004563508294059679 0.00031893323428636031 0.00040371730614246196 -0.00063236772997580441 -0.00025499309118891944
leaf_weight=0.0010514120701469619 0.0015791656246335987 0.0010089518069889896 0.001013310176175051 0.0011259197705539969 0.001831197620028801 0.0012693613548219614 0.0010905433969815633 0.0012014650200719117
leaf_count=196 319 599 581 280 932 354 493 156
internal_value=0 3.0184e-05 6.88251e-05 2.19372e-05 9.91797e-05 1.86374e-05 -0.00013577 8.34125e-05
internal_weight=0 0.0101199 0.00911096 0.00809765 0.00697173 0.00539257 0.00356137 0.00247083
internal_count=3910 3714 3115 2534 2254 1935 1003 510
is_linear=0
shrinkage=0.00196078


Tree=6422
num_leaves=8
num_cat=0
split_feature=52 15 52 133 12 16 2
split_gain=1.37484e-05 4.03281e-05 3.23555e-05 2.68071e-05 3.58659e-05 8.07601e-05 7.09049e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0041199999999999995 0.08845500000000002 0.094045000000000004 -0.19424999999999998 0.085155000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7
right_child=2 -3 3 -5 -6 6 -8
leaf_value=0.021736328116914078 -0.016063406551389499 -0.0037541983227442712 -0.0096569341489490031 -0.013984719181971361 -0.011600032844197613 2.062444986786911e-05 0.034529911586741395
leaf_weight=0.0010168786470719029 0.0013830249819646711 0.001592862054624229 0.0015285722483627177 0.0010144306210364967 0.001166779506959632 0.0010449670269855739 0.0013839063574271997
leaf_count=464 560 507 341 612 388 559 479
internal_value=0 0.00617812 -0.00224563 0.000867484 0.00380774 0.00835044 0.0196831
internal_weight=0 0.00260974 0.00752168 0.00613866 0.00512423 0.00395745 0.00242887
internal_count=3910 971 2939 2379 1767 1379 1038
is_linear=0
shrinkage=0.1


Tree=6423
num_leaves=8
num_cat=0
split_feature=0 42 47 0 12 0 3
split_gain=1.3338e-05 3.14228e-05 3.009e-05 4.89001e-05 7.71975e-05 4.88707e-05 2.47142e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 0.087850000000000025 -0.13506999999999997 0.088325000000000015 -0.21145499999999998 -0.044019999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=-0.016729614832795801 -0.0030406488706823647 0.0074627898516741974 -0.01029774647179324 -0.0030096600318428595 0.034780523315317613 -0.019722909944170065 0.018174978628321539
leaf_weight=0.00122200175849936 0.0011831101678547119 0.0015463432054175219 0.0018091803678390028 0.0010737350153947021 0.0010886128316814452 0.0011552742820788693 0.0010245919187065824
leaf_count=1005 270 151 361 929 759 259 176
internal_value=0 -0.00198711 0.000712577 0.00480793 0.0160154 -0.00416245 0.0068055
internal_weight=0 0.00789515 0.00667315 0.00486397 0.00216235 0.00270162 0.0022077
internal_count=3910 3464 2459 2098 1688 410 446
is_linear=0
shrinkage=0.1


Tree=6424
num_leaves=9
num_cat=0
split_feature=157 160 133 43 0 42 4 15
split_gain=1.34899e-05 5.08522e-05 4.68705e-05 3.42671e-05 3.75376e-05 6.5574e-05 5.90971e-05 3.16655e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.070805000000000021 -0.053834999999999994 0.088115000000000013 0.0057500000000000008 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=0.01080682040907946 -0.019159651507979745 -0.018308805668053707 -0.017631320064731459 0.021815888525797134 -0.013308308694042576 0.027647985111850699 0.021828089842147336 -0.00299143730199266
leaf_weight=0.0010264548758244724 0.001354179452454164 0.0010026608198933067 0.0012758262051217849 0.0010132471716988393 0.0012683800312181656 0.0010782656764092508 0.0010573767367787425 0.001000375857337757
leaf_count=517 856 847 555 101 328 429 130 147
internal_value=0 -0.00128978 0.00185453 0.00487493 0.00185298 0.00621176 -0.000721911 0.00976208
internal_weight=0 0.00905031 0.00769613 0.00669347 0.00568022 0.00441184 0.00333358 0.00205775
internal_count=3910 3393 2537 1690 1589 1261 832 277
is_linear=0
shrinkage=0.1


Tree=6425
num_leaves=8
num_cat=0
split_feature=133 160 13 12 0 1 1
split_gain=1.46311e-05 5.5312e-05 2.56415e-05 3.42951e-05 2.64922e-05 6.34107e-05 1.95655e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -0.083514999999999992 0.09112000000000002 -0.077944999999999987 0.094485000000000013 0.090475000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6
right_child=1 2 4 -5 6 -7 -8
leaf_value=0.0098400394195108098 -0.016893452540119678 0.024489084717968308 -0.025288131132342535 -0.0010066323706399475 0.01689815214585616 0.0053887767235966024 -0.0026897062350892307
leaf_weight=0.0013017080054350998 0.0018468425082579952 0.0010579902144411584 0.0011867110827833763 0.0010523902283623094 0.0010273387248174418 0.001559026880545659 0.001012519663979992
leaf_count=797 1041 409 601 86 334 215 427
internal_value=0 -0.0015237 0.00259254 0.0117751 -0.00145681 -0.00786982 0.00717537
internal_weight=0 0.00874282 0.00689598 0.00211038 0.0047856 0.00274574 0.00203986
internal_count=3910 3113 2072 495 1577 816 761
is_linear=0
shrinkage=0.1


Tree=6426
num_leaves=7
num_cat=0
split_feature=1 0 1 1 13 3
split_gain=1.49805e-05 3.20745e-05 2.00216e-05 2.97545e-05 2.68044e-05 4.10048e-05
threshold=0.076710000000000014 0.047345000000000005 0.092010000000000022 0.10786000000000001 -0.052124999999999998 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-0.014571929322004447 0.011181540753612773 0.0054759768532113224 -0.012613329440200161 0.016670414213259654 0.011016717661467876 -0.016334980984106941
leaf_weight=0.0017934295781875591 0.0019481431890418293 0.001437843891252046 0.0014844009483723514 0.0011620093932780675 0.0011420018572855292 0.0010539610714878911
leaf_count=1913 592 95 558 398 271 83
internal_value=0 -0.00565106 0.00262069 -0.000823436 0.00438832 -0.00211084
internal_weight=0 0.00323127 0.00679052 0.00484237 0.00335797 0.00219596
internal_count=3910 2008 1902 1310 752 354
is_linear=0
shrinkage=0.1


Tree=6427
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 1 151 2
split_gain=4.28706e-05 8.56422e-05 3.83158e-05 6.13097e-05 6.43658e-05 4.40483e-05 7.79696e-05 9.78374e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.077534999999999979 -0.055679999999999993 -0.064869999999999983 0.085110000000000005 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00039141869268249165 0.00031725090173108687 0.00051982714748432298 -0.00029803214771635721 -0.00070193802987617113 -8.8029855461204513e-05 -0.00027639399847980388 -2.5931237578468132e-05 0.00068728035428886297
leaf_weight=0.0010250653566381543 0.0010497433236031197 0.0012076658266723253 0.0011488089669457772 0.0010412292857564114 0.0017775602164083336 0.00124705893286183 0.0015802352409163504 0.0013898929031337277
leaf_count=192 395 223 1071 506 699 173 424 227
internal_value=0 2.87928e-05 -3.54233e-05 -8.06557e-05 -0.000314801 4.2342e-05 0.000135064 0.000307821
internal_weight=0 0.0104422 0.00923453 0.00818479 0.00281879 0.005366 0.00421719 0.00297013
internal_count=3910 3718 3495 3100 1205 1895 824 651
is_linear=0
shrinkage=0.00196078


Tree=6428
num_leaves=10
num_cat=0
split_feature=4 0 157 160 12 1 12 13 2
split_gain=4.26052e-05 0.000104815 4.26712e-05 5.41789e-05 7.44802e-05 4.50908e-05 7.68072e-05 6.04288e-05 5.73391e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.077534999999999979 -1.0000000180025095e-35 -0.0089849999999999982 0.090820000000000012 0.086935000000000012 -0.057284999999999996 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2
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right_child=1 -3 3 4 5 7 -8 8 -10
leaf_value=-0.0003934763651138418 0.00033555323495906446 0.00057352994643394362 -0.00047675516624325434 -0.00051761269053200818 0.00058079234186651514 0.000303606056736513 -9.3908570296546813e-05 -0.00057749704838666507 4.0030545634219089e-05
leaf_weight=0.0010132803562904547 0.0010150422853408723 0.0011966927558784242 0.0011933639625702616 0.0010068993261920407 0.0013349386623756681 0.0010297442847213897 0.0012618873834942222 0.0011513473118699375 0.001161064541205758
leaf_count=192 395 223 804 348 420 233 1003 177 115
internal_value=0 2.78088e-05 -4.35305e-05 -9.08059e-05 -2.44964e-05 5.91069e-05 0.000252932 -9.14933e-05 -0.000267436
internal_weight=0 0.010351 0.00915429 0.00813925 0.00694588 0.00593898 0.00259683 0.00334216 0.00231241
internal_count=3910 3718 3495 3100 2296 1948 1423 525 292
is_linear=0
shrinkage=0.00196078


Tree=6429
num_leaves=7
num_cat=0
split_feature=42 0 49 160 12 4
split_gain=1.63256e-05 2.50793e-05 4.1607e-05 8.19283e-05 5.28448e-05 5.15833e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.0019649999999999997 0.069910000000000014 0.086865000000000012 0.080255000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.029897994800299168 -0.010204561487548447 0.011710331073800841 0.0065387146475715642 0.0081550779687119598 0.019814247273222476 -0.020570527642398959
leaf_weight=0.0012247544189070859 0.0013693302155446769 0.0018965450975058805 0.0019404630362814847 0.0010515766870670884 0.0014722983630709183 0.0010996657946292206
leaf_count=447 843 364 769 197 1100 190
internal_value=0 0.00154365 -0.00129657 -0.012319 0.00426376 -0.00326715
internal_weight=0 0.0086853 0.00678876 0.00227633 0.00451243 0.00304013
internal_count=3910 3067 2703 644 2059 959
is_linear=0
shrinkage=0.1


Tree=6430
num_leaves=9
num_cat=0
split_feature=133 50 133 13 52 2 4 1
split_gain=4.87167e-05 4.70058e-05 4.1788e-05 5.11273e-05 0.000104741 8.62794e-05 5.41588e-05 7.73973e-05
threshold=0.10064500000000001 0.086465000000000014 0.065880000000000008 -0.0024749999999999993 0.0033900000000000002 0.097360000000000016 0.0057500000000000008 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00047537337953983827 -0.00041747334476882532 -0.00036578177584482922 0.00043624199845930371 -0.00029345498182418897 0.00061624279215320796 0.00020420119527638682 0.00050237988095989982 -0.00019472810586622502
leaf_weight=0.0016727437089506805 0.0010373247813319801 0.0010487535781532444 0.0010721504452611075 0.0016386078248134916 0.0013284134575315687 0.0012588151979518517 0.0012725451069122932 0.0011802475597452937
leaf_count=979 598 562 556 408 229 353 117 108
internal_value=0 2.79994e-05 7.18237e-05 2.50396e-05 0.000137872 -0.000183563 -1.74473e-05 0.000166942
internal_weight=0 0.0104723 0.00942352 0.00835137 0.00541981 0.00293156 0.0040914 0.00245279
internal_count=3910 3312 2750 2194 862 1332 633 225
is_linear=0
shrinkage=0.00196078


Tree=6431
num_leaves=10
num_cat=0
split_feature=4 0 0 2 150 4 2 43 47
split_gain=4.35111e-05 8.28618e-05 3.69845e-05 7.26578e-05 5.69918e-05 6.52551e-05 5.26494e-05 3.8017e-05 3.51492e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -4
right_child=1 -3 6 4 -6 -7 7 -9 -10
leaf_value=-0.00039759323525142523 0.00054236298490672736 0.00052247718857375365 -0.00065239513979884964 -0.00058490465411964931 0.00026523924321642228 7.2542699763240284e-05 -0.00022254640391781644 0.0003002401349654221 -0.0001488105497696268
leaf_weight=0.0010131740087584778 0.0010397785813546414 0.0011574278815767855 0.001001998300603618 0.0010812740930072715 0.0014287010517860465 0.0012531061784092263 0.0010251010971218603 0.0011181228628050351 0.0011381897823300284
leaf_count=192 119 223 694 246 186 170 770 1088 222
internal_value=0 2.83663e-05 -3.45746e-05 8.35641e-05 -4.32069e-05 -0.000231984 -0.00016704 5.0192e-05 -0.00038458
internal_weight=0 0.0102437 0.00908627 0.00480286 0.00376308 0.00233438 0.00428341 0.00214322 0.00214019
internal_count=3910 3718 3495 721 602 416 2774 1858 916
is_linear=0
shrinkage=0.00196078


Tree=6432
num_leaves=10
num_cat=0
split_feature=4 0 157 16 0 51 12 16 15
split_gain=4.33139e-05 0.000104104 3.15579e-05 5.4664e-05 5.22639e-05 4.19712e-05 4.9441e-05 6.94713e-05 6.79483e-07
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.077534999999999979 -0.064504999999999993 -0.06402999999999999 0.077145000000000005 0.09364500000000002 -0.50388999999999984 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 6 7 -4 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00039343022737898652 0.0002861098179369823 0.00057609929782589952 0.0001079917286578041 -0.00051088297025729285 4.7262880423291349e-05 0.00030511843463718589 0.00028246503809196147 -0.00056249478254820427 -0.00043864055280433368
leaf_weight=0.0010202129764115475 0.0010122215304226674 0.0011884612067076016 0.0011687178675713508 0.0010017661871146465 0.0011670395482637408 0.0016282578566818064 0.0010241715777382157 0.0012084869351571179 0.0010004642090946886
leaf_count=192 395 223 220 408 201 377 347 882 665
internal_value=0 2.99392e-05 -4.05289e-05 -8.08551e-05 -0.000282548 4.62357e-05 -7.7693e-05 -0.00023286 -0.000474785
internal_weight=0 0.0103996 0.00921113 0.0081989 0.00316927 0.00502963 0.00340138 0.0023772 0.00200223
internal_count=3910 3718 3495 3100 1274 1826 1449 1102 1073
is_linear=0
shrinkage=0.00196078


Tree=6433
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 12 52
split_gain=2.62296e-05 5.09757e-05 2.93308e-05 4.07416e-05 7.52874e-05 6.90358e-05 6.89199e-05
threshold=-0.48072499999999996 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.15007499999999999 0.096990000000000007 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7 -8
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leaf_weight=0.0010546732878896582 0.0018656462060744677 0.00106998428312004 0.0015721545643661242 0.0013627825741716251 0.0013389748820557832 0.0010100452380822113 0.0016984703390239709
leaf_count=208 1896 207 667 113 402 176 241
internal_value=0 2.18971e-05 -2.69864e-05 3.13687e-05 0.000146106 -0.00016415 -2.35195e-05
internal_weight=0 0.00991806 0.00884807 0.00698243 0.00440023 0.0025822 0.00306125
internal_count=3910 3702 3495 1599 756 843 354
is_linear=0
shrinkage=0.00196078


Tree=6434
num_leaves=7
num_cat=0
split_feature=1 0 49 160 16 4
split_gain=1.64695e-05 2.63563e-05 2.16603e-05 3.62588e-05 3.21828e-05 3.82403e-05
threshold=0.076710000000000014 0.047345000000000005 -0.047309999999999998 -0.07353999999999998 0.0015250000000000001 0.004850000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=-0.013984128946823694 0.012861739413018967 0.0041015161371506141 0.01369472359914177 0.015750550135315438 -0.020535356734952149 -0.0084037040869252445
leaf_weight=0.0018096602383000579 0.0016063267179038075 0.0014525556731590427 0.0013527232236237299 0.0010127927479847258 0.0010233749027465005 0.0018576262338147063
leaf_count=1913 357 95 391 460 351 343
internal_value=0 -0.0059312 0.00270122 -0.000409623 -0.00530954 0.000118833
internal_weight=0 0.00326222 0.00685284 0.00524652 0.00389379 0.00287042
internal_count=3910 2008 1902 1545 1154 803
is_linear=0
shrinkage=0.1


Tree=6435
num_leaves=8
num_cat=0
split_feature=1 42 484 457 4 2 2
split_gain=1.70299e-05 4.2849e-05 3.05917e-05 4.17737e-05 5.8232e-05 0.000110535 3.36248e-05
threshold=0.12730000000000002 0.091955000000000023 0.073820000000000011 0.041935000000000007 -0.077679999999999985 0.091525000000000009 0.090695000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.018192453539953756 0.010769557475937944 -0.019995837900502189 0.015609079050721262 0.014147833533375271 -0.03736058556230739 0.0020931033778064175 -0.0059741047833956132
leaf_weight=0.0011512430767729102 0.0012664986747211336 0.0011105879963805498 0.0012105800640752071 0.0013245216744295048 0.0012653478552142889 0.0016182805830978317 0.0011517370890343015
leaf_count=728 345 732 395 248 676 572 214
internal_value=0 -0.00162988 0.00101164 -0.00170239 -0.00575011 -0.0152193 0.00610658
internal_weight=0 0.0088323 0.00772171 0.00651113 0.00518661 0.00288363 0.00230298
internal_count=3910 3565 2833 2438 2190 1248 942
is_linear=0
shrinkage=0.1


Tree=6436
num_leaves=7
num_cat=0
split_feature=133 50 3 4 47 49
split_gain=1.46608e-05 2.82672e-05 3.43557e-05 3.67129e-05 4.21079e-05 5.44901e-05
threshold=0.094185000000000005 0.041865000000000006 -0.12008499999999998 -0.06272999999999998 1.0000000180025095e-35 -0.03250999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.017057485315599436 -0.01137382057868036 -0.014515612733200026 -0.0146946402599793 -0.0018225016048421579 -0.0083346657972754382 0.023522898014113641
leaf_weight=0.001463927170647388 0.0010300466098872455 0.0010137934700201407 0.0013336272102645545 0.0017470365820331916 0.0018297990274985191 0.0016487726098250708
leaf_count=325 669 603 791 377 332 813
internal_value=0 0.00121801 0.00320608 0.000114647 0.00389412 0.0104835
internal_weight=0 0.00903696 0.00802316 0.00655924 0.00522561 0.00339581
internal_count=3910 3241 2638 2313 1522 1190
is_linear=0
shrinkage=0.1


Tree=6437
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 2 3 2
split_gain=2.52111e-05 2.28042e-05 5.52768e-05 6.19983e-05 4.95666e-05 3.90103e-05 7.74219e-05 3.03376e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 0.085255000000000011 0.094625000000000015 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-4.1549747239706043e-05 -0.00029614431784127346 0.00011853989078282176 0.00037719578829638052 -0.0005270993563458948 0.00030463464715933624 -0.00068692368242623063 2.8269109297266485e-05 0.00040883031133577726
leaf_weight=0.0010958470888206464 0.0010448562638980868 0.0015357005292216119 0.0011025640117736371 0.0010773313945766257 0.001404869501503658 0.0010296459113164802 0.0013383546062826282 0.0012098663808217402
leaf_count=297 279 768 366 328 504 1026 133 209
internal_value=0 2.42674e-05 -2.82326e-05 -9.82322e-05 -1.11971e-05 -0.000124859 -0.000282709 0.000194776
internal_weight=0 0.00979418 0.00748847 0.0063859 0.00530857 0.0039037 0.002368 0.00230571
internal_count=3910 3631 3125 2759 2431 1927 1159 506
is_linear=0
shrinkage=0.00196078


Tree=6438
num_leaves=8
num_cat=0
split_feature=11 159 4 52 2 2 1
split_gain=2.52222e-05 2.94143e-05 4.36536e-05 8.37344e-05 5.55776e-05 9.16469e-05 0.000110988
threshold=0.077330000000000024 0.090705000000000022 -0.083329999999999987 0.084240000000000023 0.11230000000000001 0.089910000000000004 0.095575000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=0.00069243378520883003 -0.00029246470494797319 -0.00029019259834678172 -0.00057571420077134298 -2.815231779534651e-05 -0.00035395609321258169 0.00042032424129993416 0.00019111665139992732
leaf_weight=0.0010845568359233381 0.0010530332325560813 0.0010102769394842873 0.0012635681429179384 0.0014474542739415593 0.0014989628960010524 0.0018541445371274374 0.0017046505139353373
leaf_count=285 279 462 1033 327 405 760 359
internal_value=0 2.6782e-05 6.29528e-05 0.000280502 -2.41867e-05 7.83174e-05 -0.000135323
internal_weight=0 0.00986361 0.00885334 0.00253201 0.00632133 0.00482236 0.00296822
internal_count=3910 3631 3169 612 2557 2152 1392
is_linear=0
shrinkage=0.00196078


Tree=6439
num_leaves=8
num_cat=0
split_feature=47 13 51 0 15 12 0
split_gain=1.53125e-05 2.68618e-05 4.16099e-05 4.50976e-05 4.70141e-05 2.57391e-05 2.50159e-05
threshold=0.10436500000000001 -0.13934999999999997 0.08955500000000001 -0.11287999999999999 0.014775000000000002 1.0000000180025095e-35 -0.22384499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.013611731000724601 0.0086882707586412068 0.0054693678298958154 -0.017429125689268736 -0.0014529687490884616 0.010650796505278953 -0.023525080173498084 0.027278457552836862
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internal_value=0 -0.00180481 0.000900362 0.00421806 -0.00245425 -0.0121878 0.015884
internal_weight=0 0.00841014 0.00684242 0.00579374 0.0036857 0.0021149 0.00210804
internal_count=3910 3620 3321 2966 2620 1376 346
is_linear=0
shrinkage=0.1


Tree=6440
num_leaves=9
num_cat=0
split_feature=133 133 160 1 12 16 0 2
split_gain=3.44351e-05 6.19783e-05 4.94983e-05 5.32061e-05 3.51659e-05 7.52581e-05 6.25025e-05 3.7272e-05
threshold=0.099765000000000006 0.065880000000000008 1.0000000180025095e-35 0.12864500000000004 0.097955000000000014 0.13514000000000004 -0.12329499999999999 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00041905575238491435 -0.00035325335158479252 0.0004680416942466531 -0.00032743886975924135 0.00042456765326159509 -0.00036504173363409822 0.00051294416934335085 -0.00034288249283461348 -9.8955740306437846e-05
leaf_weight=0.0010113324900923636 0.0010142211839237079 0.0010867843104050466 0.0017140520324128985 0.001177273161718095 0.0010095767814798373 0.0010156178626556656 0.001901140871978348 0.0011315181295394414
leaf_count=158 608 711 361 244 311 263 1130 124
internal_value=0 2.58407e-05 -2.77921e-05 4.30854e-05 -3.09128e-05 3.57581e-05 -8.40836e-05 0.000145523
internal_weight=0 0.0100473 0.00896051 0.00724646 0.00606919 0.00505961 0.00404399 0.00214285
internal_count=3910 3302 2591 2230 1986 1675 1412 282
is_linear=0
shrinkage=0.00196078


Tree=6441
num_leaves=7
num_cat=0
split_feature=1 42 133 13 2 2
split_gain=1.36895e-05 3.62389e-05 2.57726e-05 4.38267e-05 7.38245e-05 4.64028e-05
threshold=0.12730000000000002 0.091955000000000023 0.065880000000000008 0.00079000000000000012 0.088820000000000024 0.10796500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
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leaf_weight=0.0018509914620725774 0.0012648413991106786 0.0011042991809616896 0.0016330950716832221 0.0013001301061535617 0.0014025499789832841 0.0015168469290884057
leaf_count=908 345 732 887 473 360 205
internal_value=0 -0.00146672 0.000961834 -0.00203819 -0.006474 0.00343156
internal_weight=0 0.00880791 0.00770361 0.00607052 0.00477039 0.0029194
internal_count=3910 3565 2833 1946 1473 565
is_linear=0
shrinkage=0.1


Tree=6442
num_leaves=9
num_cat=0
split_feature=133 133 160 42 15 15 12 16
split_gain=4.35058e-05 6.18572e-05 4.96544e-05 4.58311e-05 6.2244e-05 5.87604e-05 0.000106283 5.98916e-05
threshold=0.10064500000000001 0.083815000000000014 1.0000000180025095e-35 0.095385000000000011 0.035895000000000003 -0.038029999999999987 1.0000000180025095e-35 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.00017950573823065797 -0.00039661052185638589 0.00047389608421123832 -0.00031419120409455377 0.00043692836179484799 -0.00038673473275582115 0.00073278139042606447 -0.00012530313530871457 -0.00036796304661516438
leaf_weight=0.0015558222812793764 0.0010042617396692757 0.0010851401175792303 0.0017923232234754415 0.0010126809941849628 0.0013498620360250209 0.0011748644429628379 0.0010517861916169516 0.0015176804050431841
leaf_count=318 598 670 373 291 798 187 226 449
internal_value=0 3.05021e-05 -2.03856e-05 4.83362e-05 -1.08395e-05 8.48948e-05 0.000327454 -9.08316e-05
internal_weight=0 0.0105402 0.00945502 0.0076627 0.00665002 0.00530015 0.00222665 0.0030735
internal_count=3910 3312 2642 2269 1978 1180 413 767
is_linear=0
shrinkage=0.00196078


Tree=6443
num_leaves=8
num_cat=0
split_feature=1 0 15 15 3 16 12
split_gain=1.50068e-05 2.75056e-05 2.55407e-05 4.35062e-05 5.16442e-05 5.31655e-05 5.04649e-05
threshold=0.076710000000000014 0.047345000000000005 0.024640000000000006 -0.017214999999999998 0.086245000000000016 -0.09601999999999998 0.090715000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-0.01391733447154692 0.028837084910053712 0.0046008240979796815 -0.010672382791901238 0.023505267204650751 0.0088835034396128523 -0.021017399359517908 -0.0021849425237204512
leaf_weight=0.0018001299047637014 0.0010049001400243812 0.0014467158873222379 0.0011971770080505678 0.0010751965698465689 0.0010107846042098118 0.001444393701241446 0.0010966373151277758
leaf_count=1913 449 95 544 325 168 157 259
internal_value=0 -0.00566609 0.00259189 0.00541148 0.0011421 -0.00870735 0.012649
internal_weight=0 0.00324685 0.00682909 0.00563191 0.00455672 0.00245518 0.00210154
internal_count=3910 2008 1902 1358 1033 325 708
is_linear=0
shrinkage=0.1


Tree=6444
num_leaves=8
num_cat=0
split_feature=49 42 457 2 42 3 4
split_gain=1.55686e-05 3.63e-05 3.23532e-05 2.80959e-05 3.15477e-05 5.11554e-05 2.61463e-05
threshold=-0.045004999999999996 0.092395000000000019 0.084715000000000013 0.10393500000000001 -0.082904999999999993 -0.078884999999999997 0.044585000000000007
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 -5
right_child=1 -3 -4 6 5 -7 -8
leaf_value=-0.0031897835773216001 0.020000608539341977 -0.019704748777541008 0.020360995232373794 -0.0187046042156578 -0.015931557957016451 0.010137725348232462 0.0023685536439926641
leaf_weight=0.0013465019152487598 0.0010867018158870834 0.0010314706543137885 0.0010291636598531507 0.0011942476809054144 0.0012103397046979874 0.0019908379890790228 0.0011613218913056238
leaf_count=371 446 742 158 286 1107 526 274
internal_value=0 -0.00225116 0.00701266 0.000458706 0.00527876 0.000281138 -0.0083153
internal_weight=0 0.00767492 0.00237567 0.00664345 0.00428788 0.00320118 0.00235557
internal_count=3910 3381 529 2639 2079 1633 560
is_linear=0
shrinkage=0.1


Tree=6445
num_leaves=10
num_cat=0
split_feature=133 50 160 156 4 48 47 1 12
split_gain=3.34921e-05 5.39395e-05 5.4675e-05 6.07013e-05 5.47284e-05 4.13729e-05 7.57638e-05 5.50943e-05 4.0933e-05
threshold=0.10064500000000001 0.086465000000000014 0.090735000000000024 0.084090000000000012 -0.030814999999999995 0.091005000000000016 0.09252500000000001 0.093935000000000018 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00069974016532585827 -0.00034660519835586135 -0.0003979414024441182 -0.00033217667409149969 -0.00030755474670361444 0.00011082122420407606 -0.00022224089218605687 -0.00026883669369988177 0.00068616963945227231 0.00016210263247893559
leaf_weight=0.001191078170886011 0.0010073069394493104 0.0010281939838690446 0.0011123800002061377 0.0010542293093923072 0.0014444992709641831 0.0012763756617791971 0.0010033982513168956 0.0011487763343301901 0.0010028530792958196
leaf_count=366 598 562 285 471 355 247 103 357 566
internal_value=0 2.80685e-05 7.55063e-05 0.000131347 0.000196822 8.10424e-05 0.000188671 0.000365691 0.000453984
internal_weight=0 0.0102618 0.00923359 0.00812121 0.00706698 0.00487305 0.00359667 0.00259328 0.00219393
internal_count=3910 3312 2750 2465 1994 1062 815 712 932
is_linear=0
shrinkage=0.00196078


Tree=6446
num_leaves=7
num_cat=0
split_feature=42 43 0 16 48 4
split_gain=1.44808e-05 2.89685e-05 4.2098e-05 2.89752e-05 4.16424e-05 2.97795e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.066689999999999985 0.15737500000000001 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0085554429692628175 -0.00039318375828641805 0.018398585051851071 0.026345656100731297 -0.01723195949196386 -0.011507157515885042 -0.00094650910092966122
leaf_weight=0.0016723101753937939 0.0013969546574896627 0.0014547764301457704 0.0010178167983257995 0.0010444963134994285 0.0017083960960808391 0.0017565808506555304
leaf_count=1060 1038 648 295 245 252 372
internal_value=0 0.00163641 0.0108771 -0.00210492 0.00110665 0.00781701
internal_weight=0 0.00837902 0.00241477 0.00596425 0.00491975 0.00321136
internal_count=3910 2850 1333 1517 1272 1020
is_linear=0
shrinkage=0.1


Tree=6447
num_leaves=8
num_cat=0
split_feature=1 13 15 52 133 13 1
split_gain=1.49781e-05 3.35336e-05 4.5061e-05 2.73686e-05 4.70128e-05 4.37007e-05 2.84491e-05
threshold=0.10786000000000001 -0.052124999999999998 -0.074174999999999977 0.086950000000000013 0.065880000000000008 -0.028919999999999998 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.020853974480841288 0.019074874129461811 0.013252996462492436 -0.015449068110172111 -0.013645825515490205 0.019169808036744906 0.014263109660042683 -0.0063635362348438505
leaf_weight=0.0011213096274233368 0.0011683459704681541 0.0010362926973714126 0.0011584427838153034 0.0017240140673921997 0.0011043436714845531 0.0011831077252196546 0.0015378108121811612
leaf_count=574 398 191 163 949 820 446 369
internal_value=0 0.00538886 -0.00189676 -0.00279592 0.000985566 -0.004241 0.00260533
internal_weight=0 0.00336308 0.00219474 0.00667059 0.00494657 0.00384223 0.00272092
internal_count=3910 752 354 3158 2209 1389 815
is_linear=0
shrinkage=0.1


Tree=6448
num_leaves=9
num_cat=0
split_feature=4 0 13 1 15 15 47 1
split_gain=4.1874e-05 7.55551e-05 3.26106e-05 4.22712e-05 3.41754e-05 5.74697e-05 6.30636e-05 6.00001e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.083514999999999992 0.08844500000000001 0.024640000000000006 -0.017214999999999998 0.09252500000000001 0.093935000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4
right_child=1 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.00039544593080109692 -0.0001429757466392576 0.00048801985099471948 -0.00027469627262968277 0.00037906659639988776 -0.00037361457267120438 0.00037742553788217855 -0.00044929533365773827 0.00031917729500259795
leaf_weight=0.0010046596469863315 0.0010367993383777665 0.0011926809395571671 0.0012020405077951041 0.0014037206403102976 0.0014525663163497708 0.0010461477367896396 0.0015562373983314609 0.0014347768579357387
leaf_count=192 769 223 567 383 1064 184 257 271
internal_value=0 2.38842e-05 -3.67322e-05 0.000157289 -0.000107493 -3.37103e-05 -0.000136287 4.84494e-05
internal_weight=0 0.010325 0.00913229 0.00244052 0.00669177 0.0052392 0.00419305 0.00263682
internal_count=3910 3718 3495 1152 2343 1279 1095 838
is_linear=0
shrinkage=0.00196078


Tree=6449
num_leaves=8
num_cat=0
split_feature=4 0 43 52 13 1 15
split_gain=3.70463e-05 9.95659e-05 3.33626e-05 3.58439e-05 5.76544e-05 5.61707e-05 3.57476e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.079374999999999987 1.0000000180025095e-35 -0.057284999999999996 0.10752500000000002 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00036803400177422404 -0.00049414075304064005 0.00056872920534563917 0.00022114700057819145 0.00027741236285151917 -2.095265221444639e-05 -0.00057673460873564259 -2.3826024516801213e-05
leaf_weight=0.0010085232845421276 0.0011291678044460061 0.0011524102449996009 0.0018210653553951545 0.0016803826147476636 0.0019522163425404826 0.0010892020957192911 0.0013815693917635858
leaf_count=192 682 223 630 1028 502 121 532
internal_value=0 2.58986e-05 -4.31969e-05 3.05367e-05 -5.47789e-05 -0.000219991 -0.000235343
internal_weight=0 0.010206 0.0090536 0.00654287 0.00486248 0.00304142 0.00251074
internal_count=3910 3718 3495 2281 1253 623 1214
is_linear=0
shrinkage=0.00196078


Tree=6450
num_leaves=9
num_cat=0
split_feature=49 42 457 43 2 52 52 15
split_gain=1.42818e-05 3.77819e-05 2.81404e-05 2.62517e-05 6.46447e-05 9.29796e-05 2.17898e-05 1.91218e-05
threshold=-0.045004999999999996 0.092395000000000019 0.084715000000000013 0.0016850000000000001 0.084235000000000018 -0.0066199999999999991 0.091210000000000013 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 -6 -7 -2
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.0028040935229107725 0.0016816209304309335 -0.019985520100941529 0.019162127707650772 0.012707832625278935 -0.035397232050706495 -0.0096988959543881162 0.010442649980238122 0.021180231670977476
leaf_weight=0.001346495166961404 0.0010083406361064723 0.0010298822794427261 0.0010288084501702669 0.0014103936447735377 0.0010781188574831672 0.0010515800830370422 0.001097882014517398 0.0010034509873654382
leaf_count=371 259 742 158 433 702 525 316 404
internal_value=0 -0.00216253 0.00671007 0.000597799 -0.00266212 -0.0114317 0.000588813 0.0114072
internal_weight=0 0.00767965 0.0023753 0.00664977 0.00523937 0.00322758 0.00214946 0.00201179
internal_count=3910 3381 529 2639 2206 1543 841 663
is_linear=0
shrinkage=0.1


Tree=6451
num_leaves=9
num_cat=0
split_feature=11 3 47 1 13 0 13 3
split_gain=2.21811e-05 2.36971e-05 2.51309e-05 3.05979e-05 8.04875e-05 4.58333e-05 2.97339e-05 1.21558e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.0010249999999999997 -0.22851499999999997 -1.0000000180025095e-35 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -4
right_child=-2 2 7 4 5 -7 -8 -9
leaf_value=0.00026017311595773673 -0.00028141559607620356 -0.00025301751856567892 -0.00035839294715422242 0.00063728260596380005 0.00023407569393336944 -0.00033733802660113732 0.00014324176623050757 -6.2327698513145371e-05
leaf_weight=0.0013506522916378978 0.0010453041468783527 0.0018482921643767749 0.0010168122379092511 0.0010034227709035145 0.0011484388145073243 0.0010181323851817746 0.0012011714753720976 0.0011209543247277833
leaf_count=247 279 1566 330 691 81 230 378 108
internal_value=0 1.91965e-05 -1.9749e-05 4.32897e-05 0.00017818 -3.44476e-05 -9.69326e-05 -0.000203149
internal_weight=0 0.00970788 0.00835722 0.00621946 0.00316999 0.00216657 0.00304946 0.00213777
internal_count=3910 3631 3384 2946 1002 311 1944 438
is_linear=0
shrinkage=0.00196078


Tree=6452
num_leaves=8
num_cat=0
split_feature=1 4 15 3 2 12 15
split_gain=1.60592e-05 3.34448e-05 3.22495e-05 2.79167e-05 3.79113e-05 3.81542e-05 4.13479e-05
threshold=0.10285500000000002 0.053925000000000008 -0.14676499999999995 -0.115685 0.10325000000000002 0.086765000000000023 -0.089594999999999994
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0098207597129726862 0.018356343991712206 0.011632775480712168 -0.010630715753708707 0.0036968143760719484 -0.023980155751821355 0.010914635645467213 -0.022550759436874755
leaf_weight=0.0012835391095244696 0.0012583832156089002 0.0011110169468188475 0.0015701340533136004 0.0011630606582800013 0.0010118058543213564 0.0014011537882406846 0.0012400922743510028
leaf_count=265 395 321 221 269 393 1315 731
internal_value=0 0.00490715 -0.00140516 -0.00328384 -0.00677633 -0.00220075 -0.00984765
internal_weight=0 0.00393953 0.00268115 0.00609965 0.00481611 0.00380431 0.00240315
internal_count=3910 937 542 2973 2708 2315 1000
is_linear=0
shrinkage=0.1


Tree=6453
num_leaves=8
num_cat=0
split_feature=4 1 2 4 0 16 0
split_gain=1.48601e-05 5.25744e-05 3.42577e-05 5.24264e-05 5.76246e-05 4.4013e-05 7.09761e-05
threshold=0.24280000000000004 0.11198000000000001 0.106285 -0.23071499999999998 -0.06402999999999999 -0.083564999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.025591746140880341 -0.0088060703522848307 0.022246607161944525 0.0096150506511783716 0.004393192934112309 0.019482393718952967 0.0017730460059659501 -0.035690219381414701
leaf_weight=0.0010950405459410175 0.0010556406155156179 0.0011276359774239498 0.0018937887352581551 0.0017813723582898117 0.0010410602513189742 0.0010005497274211846 0.0010225251993591672
leaf_count=185 196 353 549 815 156 178 1478
internal_value=0 0.00723226 -0.00209679 -0.00583042 -0.00136454 -0.00706915 -0.0171621
internal_weight=0 0.00218328 0.00783434 0.00594055 0.00484551 0.00380445 0.00202307
internal_count=3910 549 3361 2812 2627 2471 1656
is_linear=0
shrinkage=0.1


Tree=6454
num_leaves=8
num_cat=0
split_feature=52 13 49 1 13 1 3
split_gain=1.37286e-05 5.14222e-05 4.33324e-05 5.58239e-05 7.55627e-05 5.54761e-05 3.83452e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.081629999999999994 0.11097000000000001 0.0024700000000000004 0.094695000000000015 -0.078494999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.021331727808401112 -0.0096930737287427814 0.015466150213153659 0.012198777527804162 -0.020787715480625735 -0.022720278843652859 0.02740564174108669 -0.012082968140264543
leaf_weight=0.0011235165508870883 0.0012884352590222985 0.0012442988362557639 0.0012744423857668032 0.0016461839131919767 0.0010701690754432364 0.0010114364855706003 0.0013280907154467189
leaf_count=169 647 233 1309 369 482 220 481
internal_value=0 0.00136748 -0.00159374 -0.00494706 0.000619941 0.00753145 -0.000192366
internal_weight=0 0.00869814 0.00757462 0.00633032 0.00468414 0.00361397 0.00260253
internal_count=3910 3263 3094 2861 2492 2010 1790
is_linear=0
shrinkage=0.1


Tree=6455
num_leaves=7
num_cat=0
split_feature=43 13 0 1 13 52
split_gain=1.4206e-05 3.1336e-05 2.984e-05 2.1076e-05 3.85626e-05 4.09188e-05
threshold=-0.053009999999999995 0.17936000000000002 -0.077944999999999987 0.11849500000000002 -0.0041499999999999983 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=-0.0011981754792237667 -0.016455432186753837 -0.0097262445692394926 0.020721861702503008 0.010149757134890155 -0.010598401395875768 0.011427650270767892
leaf_weight=0.0011134575004812712 0.0019843875390246814 0.0010231473029403385 0.0014042783419073309 0.0010427615279336921 0.0015880454350420535 0.0017987953239297679
leaf_count=1052 1176 206 540 267 318 351
internal_value=0 0.00503088 0.0110278 -0.00286014 -0.00538586 0.00109992
internal_weight=0 0.00354088 0.00251774 0.00641399 0.00537123 0.00338684
internal_count=3910 1798 1592 2112 1845 669
is_linear=0
shrinkage=0.1


Tree=6456
num_leaves=8
num_cat=0
split_feature=52 160 0 3 13 3 3
split_gain=1.46086e-05 3.88577e-05 3.00253e-05 2.9449e-05 2.62457e-05 3.96766e-05 3.1196e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.075679999999999983 -0.083924999999999986 -0.032959999999999996 -0.075679999999999983
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -3
right_child=1 4 3 -5 5 -7 -8
leaf_value=-0.0073405963583267481 -0.019067021781562804 0.022050836406482768 -0.00016406168038506999 0.023038375564735626 -0.015936861150808754 0.0062106148180114795 -0.0024225594805083769
leaf_weight=0.0012187850460682538 0.0012013563849963523 0.0010235512742096276 0.0010242021990073255 0.0011741013235648111 0.0016074441665568508 0.0016282254869686439 0.0010604941729718518
leaf_count=128 924 318 631 431 1051 234 193
internal_value=0 -0.00282324 0.00524855 0.0122282 0.000845105 -0.004792 0.00959722
internal_weight=0 0.00652107 0.00341709 0.0021983 0.00531972 0.00323567 0.00208405
internal_count=3910 2720 1190 1062 1796 1285 511
is_linear=0
shrinkage=0.1


Tree=6457
num_leaves=7
num_cat=0
split_feature=0 52 52 151 16 3
split_gain=1.39742e-05 3.34164e-05 3.29797e-05 3.98873e-05 3.98275e-05 2.41815e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.048794999999999991 -0.0008699999999999999 -0.12467499999999999 -0.044019999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2
right_child=5 2 3 4 -6 -7
leaf_value=-0.016802389601847569 -0.0028318854780831938 0.014074028626221886 -0.018897237312935994 0.012559246818813775 -0.0078833210772250081 0.018376281310209717
leaf_weight=0.0012778930710643389 0.001151346236919103 0.0014678530068458909 0.0011968273320881683 0.0018497469586551151 0.0019659601578867879 0.0010085776910762254
leaf_count=597 270 362 352 503 1650 176
internal_value=0 -0.00202321 0.000891152 -0.00296928 0.00202666 0.00707128
internal_weight=0 0.00775828 0.00648039 0.00501253 0.00381571 0.00215992
internal_count=3910 3464 2867 2505 2153 446
is_linear=0
shrinkage=0.1


Tree=6458
num_leaves=9
num_cat=0
split_feature=52 52 457 13 3 3 43 13
split_gain=3.04741e-05 5.48421e-05 3.39087e-05 4.28952e-05 7.19717e-05 0.000142194 6.22813e-05 5.42938e-05
threshold=-0.27466499999999994 -0.091329999999999981 0.069705000000000003 -0.083924999999999986 0.090325000000000003 -0.032959999999999996 -0.17307499999999998 -0.16277999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0003269881249163725 0.00042756951597558234 -0.00013795176985789679 0.00026072175771259248 -1.9074192750097676e-05 -0.00055508678063481503 0.0004783283065193149 -0.00069590966095442854 0.00042833194914652283
leaf_weight=0.0010090400428598217 0.0011797341161493289 0.0013893759323337126 0.0013709695102976779 0.0010810195068992915 0.0014212726735424799 0.0013051048706210905 0.0010120458833770135 0.0012247550857419607
leaf_count=425 376 183 277 169 134 241 1384 721
internal_value=0 3.05702e-05 -2.26243e-05 -7.48817e-05 -0.00018458 -2.9617e-05 -0.00034634 0.00012736
internal_weight=0 0.00998428 0.00880454 0.00743357 0.00481944 0.00339817 0.00209307 0.00261413
internal_count=3910 3485 3109 2832 1928 1794 1553 904
is_linear=0
shrinkage=0.00196078


Tree=6459
num_leaves=8
num_cat=0
split_feature=43 133 2 48 2 2 16
split_gain=1.2705e-05 2.94884e-05 7.15041e-05 2.42284e-05 3.8738e-05 4.30986e-05 2.16791e-05
threshold=-0.053009999999999995 1.0000000180025095e-35 0.086650000000000019 0.086125000000000021 0.11260500000000001 0.093070000000000014 -0.087089999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2
right_child=3 -3 -4 -5 -6 -7 -8
leaf_value=-0.0050340664377186801 0.013167587384298586 -0.0075785043512709566 0.030516989255145878 -0.012202920775124618 0.017401904847020762 -0.021049783887098415 -0.0060178950856921987
leaf_weight=0.0012117431472927253 0.0011605472326485424 0.0012457296096832597 0.0010612318347634877 0.0018886098528858421 0.0011211025103368107 0.0010350007012238345 0.0011958817781281142
leaf_count=417 429 1059 322 363 290 347 683
internal_value=0 0.00478723 0.0115644 -0.00269309 0.00128701 -0.00404007 0.003431
internal_weight=0 0.0035187 0.00227297 0.00640114 0.00451253 0.00339143 0.00235643
internal_count=3910 1798 739 2112 1749 1459 1112
is_linear=0
shrinkage=0.1


Tree=6460
num_leaves=8
num_cat=0
split_feature=11 16 2 4 4 12 0
split_gain=1.40641e-05 1.97963e-05 4.5747e-05 6.69469e-05 3.39755e-05 3.22598e-05 3.14028e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 -0.0010999999999999996 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -5
right_child=-2 2 4 5 -6 -7 -8
leaf_value=-0.0108419602970711 -0.01109784723854903 -0.020287651075331193 0.028611034120053749 0.010884059623144603 0.0030327856183094263 0.016269311422213675 -0.011199565187202942
leaf_weight=0.001174597664596883 0.001029543491614055 0.0014284472332029702 0.0010348411062038486 0.0011101940657246706 0.0010424125245519491 0.0015437386459991997 0.0015331372190316014
leaf_count=380 304 536 286 142 295 1057 910
internal_value=0 0.00124987 0.00309615 -0.00159403 0.0157753 0.00478342 -0.00192449
internal_weight=0 0.00886737 0.00769277 0.00561552 0.00207725 0.00418707 0.00264333
internal_count=3910 3606 3226 2645 581 2109 1052
is_linear=0
shrinkage=0.1


Tree=6461
num_leaves=9
num_cat=0
split_feature=50 4 12 3 12 49 43 16
split_gain=2.7094e-05 4.55876e-05 5.35393e-05 5.52444e-05 4.98576e-05 0.000113298 8.13086e-05 1.5959e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086935000000000012 -0.0092149999999999992 -0.08799499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -7
right_child=-2 -3 3 -5 6 7 -8 -9
leaf_value=-0.00044838495294972116 -0.00030655079841540562 0.00036139760150142366 -0.0004568783046393389 0.00033065896472081702 9.9321762771858012e-05 0.00014342396957230468 -0.00062357134822747329 0.00046768412627223123
leaf_weight=0.0010237679146553854 0.0010482939055725506 0.0013391909646647956 0.0010200079043028451 0.0017874813837976955 0.001139979190974705 0.0010432229465709869 0.001258706857903971 0.0013243684677184046
leaf_count=270 689 396 184 134 345 319 1166 407
internal_value=0 2.48881e-05 -2.75282e-05 2.93603e-05 -6.3716e-05 8.94409e-05 -0.000280015 0.000324807
internal_weight=0 0.00993673 0.00859753 0.00757377 0.00578629 0.0033876 0.00239869 0.00236759
internal_count=3910 3221 2825 2555 2421 910 1511 726
is_linear=0
shrinkage=0.00196078


Tree=6462
num_leaves=10
num_cat=0
split_feature=484 4 0 160 43 2 2 1 3
split_gain=0.000148269 9.00956e-05 0.000110777 4.53492e-05 4.03309e-05 6.45123e-05 9.41499e-05 8.4154e-05 5.98012e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.087825000000000014 -0.079374999999999987 0.10796500000000002 0.087805000000000008 0.095575000000000007 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 7 -6 -3
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00073995483677096103 -0.0005071889260567854 0.00014628750758183183 0.00072106843006565946 -0.00032078170995762417 -0.00020589137023490955 -0.00010571164830681614 0.00085126324612331107 0.00053220621705882265 -0.00048657054435826514
leaf_weight=0.0010068833860541289 0.0010229287869003333 0.001342959388615627 0.0010049853626524245 0.0011972234854979429 0.0012858356053094089 0.0018881285657113079 0.0010012538771880714 0.0011036248259967078 0.0010026503294652623
leaf_count=627 151 440 152 264 744 419 496 218 399
internal_value=0 4.6614e-05 0.000104263 3.39955e-05 8.97042e-05 0.000184765 0.000346518 0.000135015 -0.000124233
internal_weight=0 0.0108496 0.00982666 0.00882168 0.00762445 0.00527884 0.00339071 0.00238946 0.00234561
internal_count=3910 3283 3132 2980 2716 1877 1458 962 839
is_linear=0
shrinkage=0.00196078


Tree=6463
num_leaves=8
num_cat=0
split_feature=4 15 4 1 4 48 43
split_gain=1.29296e-05 4.96134e-05 2.64327e-05 4.50011e-05 5.09199e-05 8.20764e-05 3.56388e-05
threshold=0.24280000000000004 -0.14487999999999998 0.055260000000000011 0.095575000000000007 -0.083329999999999987 0.083775000000000002 0.0016850000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.0051231235448206541 0.020917196516733516 -0.0094027225383485451 -0.015060515433778716 0.01434273651553929 -0.034851359035052723 0.0031880086206737338 0.019163706202684237
leaf_weight=0.001373746214100757 0.0011570062325068175 0.0010115098833005346 0.0012850459757792225 0.00174919576272371 0.0010992026635846951 0.0011720117037103271 0.0010785831847857454
leaf_count=587 348 201 347 568 1454 324 81
internal_value=0 0.00677439 -0.00196006 0.000640797 -0.00443323 -0.015222 0.00555871
internal_weight=0 0.00216852 0.00775779 0.00647274 0.00472354 0.00227121 0.00245233
internal_count=3910 549 3361 3014 2446 1778 668
is_linear=0
shrinkage=0.1


Tree=6464
num_leaves=9
num_cat=0
split_feature=14 131 13 160 52 49 4 1
split_gain=4.32155e-05 3.2473e-05 7.35393e-05 5.87064e-05 4.40078e-05 0.000112744 0.000150889 7.05396e-05
threshold=-1.0000000180025095e-35 0.084390000000000007 -0.26418499999999995 -0.026849999999999995 0.048490000000000012 -0.081419999999999979 0.0057500000000000008 0.10647000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00038581148007684271 0.00056604345157726073 -0.00026915697610836644 0.00037034532353257162 0.00036671589204975577 0.00021790364006099439 -0.00087194597308212492 0.00034140360838693192 -0.00033904752531196947
leaf_weight=0.0010294146796423322 0.0010420433300899973 0.0011828699968119303 0.0014324568458529462 0.0011772104612409132 0.0015569421351805763 0.0012855721373774562 0.0010506966558444385 0.0013235967941330703
leaf_count=196 133 588 768 164 697 946 249 169
internal_value=0 3.60082e-05 7.67107e-05 1.15593e-05 -6.88198e-05 -0.000161109 -0.000330886 -3.79273e-05
internal_weight=0 0.0100514 0.00886852 0.00782648 0.00639402 0.00483708 0.00365987 0.00237429
internal_count=3910 3714 3126 2993 2225 1528 1364 418
is_linear=0
shrinkage=0.00196078


Tree=6465
num_leaves=7
num_cat=0
split_feature=15 151 16 48 42 16
split_gain=1.37071e-05 3.18012e-05 3.67431e-05 7.8026e-05 4.03473e-05 4.97957e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.094359999999999986 0.090530000000000013 0.084100000000000022 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0080750584959374313 0.016390731584646264 -0.012737291187707831 0.015328746054208982 0.028519315164861454 -0.019267518860518456 -0.010860643545698814
leaf_weight=0.0017523531380566988 0.0012442651681491401 0.00191905674154195 0.0015915357611385223 0.0010003378446482797 0.0010755504930171113 0.0013349862725519535
leaf_count=614 487 496 835 212 1005 261
internal_value=0 0.00167211 -0.000973838 0.00353893 -0.00270504 0.00338198
internal_weight=0 0.00816573 0.00692147 0.00500241 0.00400207 0.00292652
internal_count=3910 3296 2809 2313 2101 1096
is_linear=0
shrinkage=0.1


Tree=6466
num_leaves=9
num_cat=0
split_feature=133 50 0 47 49 15 4 3
split_gain=3.71722e-05 4.82456e-05 4.75694e-05 6.9636e-05 5.25401e-05 6.66069e-05 4.38974e-05 4.24948e-05
threshold=0.099765000000000006 0.086465000000000014 -0.017269999999999997 1.0000000180025095e-35 -0.0019649999999999997 -0.033649999999999992 0.25367000000000006 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -6
right_child=-2 -3 -4 6 7 -7 -8 -9
leaf_value=0.00011542704835978989 -0.00047187841452576176 -0.00047920610052305096 0.00027151577120165273 -0.0006402766816212119 2.309929270295068e-05 -0.00053807237640817981 -8.9441482395534081e-05 0.00052629488939218518
leaf_weight=0.0013089935943409231 0.0010092402522105916 0.001030127085006982 0.001633589563866669 0.0012094382645556445 0.0017150092284567895 0.0011065266444362988 0.0010298826469734381 0.0010344246439067868
leaf_count=272 608 562 354 306 1382 236 78 112
internal_value=0 -7.71611e-05 -3.13364e-05 -9.81541e-05 2.70534e-05 -0.000183935 -0.000386943 0.000212418
internal_weight=0 0.010068 0.00903786 0.00740428 0.00516495 0.00241552 0.00223932 0.00274943
internal_count=3910 3302 2740 2386 2002 508 384 1494
is_linear=0
shrinkage=0.00196078


Tree=6467
num_leaves=8
num_cat=0
split_feature=43 48 0 2 12 133 2
split_gain=1.40703e-05 2.7794e-05 3.24795e-05 3.91942e-05 3.03343e-05 2.48163e-05 5.64363e-05
threshold=-0.053009999999999995 0.086125000000000021 -0.18087499999999998 0.10362500000000001 0.086765000000000023 1.0000000180025095e-35 0.086650000000000019
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.0035301946610969423 0.017154668471821153 -0.013106394898593436 -0.006481667462693551 -0.017687451292325563 0.016603544817338899 -0.0064378529490637451 0.028066448840746008
leaf_weight=0.001216767623474152 0.001007561096953546 0.0018926285790823788 0.0011947807310949896 0.0012200759350159502 0.0010871054589908489 0.0012401441834563832 0.0010558204426072105
leaf_count=417 133 363 496 379 741 1059 322
internal_value=0 -0.00293582 0.00133273 -0.00321945 0.00451628 0.00494027 0.0111493
internal_weight=0 0.00640215 0.00450952 0.00350196 0.00228189 0.00351273 0.00227259
internal_count=3910 2112 1749 1616 1237 1798 739
is_linear=0
shrinkage=0.1


Tree=6468
num_leaves=9
num_cat=0
split_feature=133 50 2 48 13 16 2 12
split_gain=2.815e-05 4.98138e-05 4.76743e-05 4.98162e-05 3.78139e-05 5.12852e-05 0.00010478 4.63427e-05
threshold=0.098810000000000023 0.086465000000000014 0.12068000000000001 0.093225000000000016 -0.10023999999999998 -0.008069999999999999 0.085255000000000011 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=0.00037621183763969442 -0.00032275572115939379 -0.00039779719469697715 -0.00033346828889825201 0.00047762370153495436 0.00019266835833349732 0.00041682883111379579 -0.00053244096039315001 -0.00011418603665291781
leaf_weight=0.0011179150434095396 0.0010498762999656209 0.0010120601032616505 0.0010420555112285691 0.0012173136807381883 0.001453936988875126 0.0014526497868118861 0.001619721553120424 0.0011183100288636048
leaf_count=183 618 561 312 230 509 210 733 554
internal_value=0 1.46937e-05 6.09662e-05 0.000112474 4.67436e-05 -1.85075e-05 -0.000189441 0.000185849
internal_weight=0 0.010034 0.0090219 0.00797985 0.00676253 0.00564462 0.00307366 0.00257096
internal_count=3910 3292 2731 2419 2189 2006 1242 764
is_linear=0
shrinkage=0.00196078


Tree=6469
num_leaves=8
num_cat=0
split_feature=11 43 2 13 15 15 52
split_gain=1.37909e-05 2.12713e-05 4.2672e-05 3.32193e-05 4.1806e-05 2.46577e-05 2.14808e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 0.093815000000000009 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999 -0.021309999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.0096821476944463705 -0.011073230145631533 0.0091086241506093315 0.0246675919386527 -0.011083910813898784 -0.021418411783236696 0.0083159754146282933 -0.010758441947536987
leaf_weight=0.0010413339800774595 0.0010339834279080038 0.001746130142922602 0.0010126295388499761 0.0011524979537085494 0.0013942631293899005 0.0015182791331766953 0.0010154670679393277
leaf_count=460 304 336 536 239 1012 324 699
internal_value=0 0.00112947 0.00786356 -0.00242744 -0.00738273 -5.54942e-05 -0.000409614
internal_weight=0 0.0088806 0.00306943 0.00581117 0.00406504 0.00267078 0.0020568
internal_count=3910 3606 1695 1911 1575 563 1159
is_linear=0
shrinkage=0.1


Tree=6470
num_leaves=8
num_cat=0
split_feature=14 15 15 15 49 4 3
split_gain=2.71305e-05 3.77507e-05 4.23125e-05 3.00535e-05 3.46946e-05 7.54722e-05 7.84857e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.07142999999999998 -0.021529999999999997 -0.0057999999999999987 -0.08422499999999998 -0.053439999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.00031228282239262187 0.00029860467754492181 -0.00029830114323144136 0.00033750983537414312 -0.0002971208430616248 -0.00055716077069912617 0.00035672959015621054 0.00018860571409249439
leaf_weight=0.001017649219782822 0.0016102013798739529 0.0017699231393174695 0.0011098689179325711 0.0012905844298527046 0.0010675033587597609 0.0019039205184792629 0.0011033116217666371
leaf_count=196 505 710 403 339 554 1074 129
internal_value=0 2.39952e-05 -2.96337e-05 4.38036e-05 -1.69524e-05 7.17849e-05 -0.000178127
internal_weight=0 0.00985531 0.00824511 0.00647519 0.00536532 0.00407474 0.00217081
internal_count=3910 3714 3209 2499 2096 1757 683
is_linear=0
shrinkage=0.00196078


Tree=6471
num_leaves=10
num_cat=0
split_feature=484 1375 133 156 52 16 52 52 1
split_gain=0.000139478 4.91182e-05 4.1658e-05 5.1497e-05 4.64265e-05 4.94335e-05 4.58673e-05 7.76275e-05 7.72654e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 8 -8 -7
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leaf_value=-0.00070120342461882693 -0.00035641711991347925 0.00048527641279728315 -0.00028274664554248937 -0.00024569717120651052 0.00044376732954452543 -0.00055969541352940617 0.00053075896104142709 -0.00019705113938995063 0.00017742980737929187
leaf_weight=0.0010415843697018411 0.0010309786375699006 0.0016730874545795712 0.0010114372531645011 0.0011651659567650718 0.0013483154566609748 0.0010828414457098438 0.0012772498134294404 0.0010081515338259957 0.0011042343848344204
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internal_value=0 5.04275e-05 9.38016e-05 0.000137785 0.00019741 0.000114667 1.54539e-05 0.000209702 -0.000187528
internal_weight=0 0.0107015 0.00967048 0.00865905 0.00749388 0.00582079 0.00447248 0.0022854 0.00218708
internal_count=3910 3283 3137 2617 2220 1743 1470 859 611
is_linear=0
shrinkage=0.00196078


Tree=6472
num_leaves=9
num_cat=0
split_feature=15 12 48 4 16 16 151 1
split_gain=2.99109e-05 2.37387e-05 5.20873e-05 5.59126e-05 9.95442e-05 7.498e-05 6.75446e-05 0.000114059
threshold=-0.24219999999999997 -0.036459999999999992 0.11379500000000002 -0.0040999999999999986 -0.008069999999999999 0.16388500000000003 -0.024429999999999997 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 -8
right_child=1 2 -4 6 5 -7 7 -9
leaf_value=0.00031169469649054357 -0.0003031697828466207 -0.0004846057692393971 -0.00041903200646897207 0.00063582295835886956 0.00054233937787636266 -0.0001570423348378452 -0.00042242234573166095 0.00039155782330076345
leaf_weight=0.0010176378358974789 0.0011734984442977698 0.0016411293827397764 0.0010389925924253847 0.0010725626869560146 0.0010284515878200577 0.0013803817388642651 0.0011282378340102535 0.0016010820977633276
leaf_count=317 320 1436 137 163 443 368 558 168
internal_value=0 -4.10525e-05 -6.45577e-06 4.81382e-05 -0.000112176 0.000141559 0.000218913 5.50772e-05
internal_weight=0 0.0100643 0.00889084 0.00785185 0.00404996 0.00240883 0.00380188 0.00272932
internal_count=3910 3593 3273 3136 2247 811 889 726
is_linear=0
shrinkage=0.00196078


Tree=6473
num_leaves=7
num_cat=0
split_feature=4 1 457 12 2 4
split_gain=1.51055e-05 4.83877e-05 2.44512e-05 3.58865e-05 7.20127e-05 5.70743e-05
threshold=0.24280000000000004 0.11198000000000001 0.084485000000000018 0.051320000000000005 0.083795000000000022 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.02900950743870423 -0.0081711790129087875 0.021631698806052563 -0.014928649175397397 0.0056479876371909217 -0.0031192767601355485 -0.020090821956183412
leaf_weight=0.0010735421808677034 0.0010560325634160234 0.0011252733596170681 0.0012661517280537589 0.0017905141379358099 0.0019922556281723037 0.0016604517586824301
leaf_count=137 196 353 231 636 424 1933
internal_value=0 0.00720327 -0.0022126 0.000258026 0.00813117 -0.00673639
internal_weight=0 0.00218131 0.00778292 0.00651676 0.0030658 0.00345097
internal_count=3910 549 3361 3130 561 2569
is_linear=0
shrinkage=0.1


Tree=6474
num_leaves=9
num_cat=0
split_feature=4 0 2 16 15 15 1 0
split_gain=4.45149e-05 6.74871e-05 3.16264e-05 5.551e-05 5.099e-05 6.44138e-05 5.84605e-05 6.73128e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.12068000000000001 -0.50388999999999984 -0.0063699999999999989 0.041585000000000004 0.094485000000000013 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.00040329377733747666 0.0004254606475987606 0.00047505657291690794 -0.00030488871950447674 -0.00048415565596234635 0.00055009870062562745 -7.7597046800081452e-05 -0.00035719085305366038 0.00031964558345780618
leaf_weight=0.0010107860591251202 0.0011094281349333717 0.0011518673477972372 0.001356839711626587 0.0015732647223217575 0.0010083458837179622 0.0016687832435823048 0.0010484411174894554 0.0012249586719562111
leaf_count=192 194 223 380 1049 153 1328 144 247
internal_value=0 2.82083e-05 -2.9045e-05 1.99875e-05 -4.89667e-05 0.000158826 -0.000193582 7.50376e-06
internal_weight=0 0.0101419 0.00899006 0.00763322 0.00652379 0.00267713 0.00384666 0.0022734
internal_count=3910 3718 3495 3115 2921 1481 1440 391
is_linear=0
shrinkage=0.00196078


Tree=6475
num_leaves=9
num_cat=0
split_feature=52 52 13 52 47 42 52 0
split_gain=4.79673e-05 3.76079e-05 3.98742e-05 5.77622e-05 5.06437e-05 5.9694e-05 7.40427e-05 5.76214e-05
threshold=-0.27466499999999994 -0.091329999999999981 -0.083514999999999992 0.084240000000000023 0.09252500000000001 -1.0000000180025095e-35 -0.0041199999999999995 -0.09194999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8
right_child=1 2 4 -5 -6 6 7 -9
leaf_value=-0.00041925387694836415 0.00034706135103923459 0.00036765356459645082 -0.00043825469962254643 -0.00021057781229033253 -0.00047819156766212698 -0.0002429501659292778 0.00056822438278993233 -4.7094409329656528e-05
leaf_weight=0.0010352973565345017 0.0012178853760121669 0.0019259037626480342 0.0010555417846774265 0.0010138604672427598 0.001161174432341568 0.0015796619783215258 0.0013637203693530784 0.0010248305592850391
leaf_count=425 376 660 816 360 195 316 160 602
internal_value=0 2.34222e-05 -1.97743e-05 0.000168234 -0.000109137 -2.38347e-05 8.64007e-05 0.000304216
internal_weight=0 0.0103426 0.00912469 0.00293976 0.00618493 0.00502375 0.00396821 0.00238855
internal_count=3910 3485 3109 1020 2089 1894 1078 762
is_linear=0
shrinkage=0.00196078


Tree=6476
num_leaves=9
num_cat=0
split_feature=50 4 12 150 52 48 4 4
split_gain=2.08462e-05 3.7212e-05 5.61701e-05 4.20439e-05 5.28311e-05 6.59198e-05 8.39092e-05 6.1783e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.086420000000000011 0.086950000000000013 0.083775000000000002 0.074650000000000008 -0.080874999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.000459681859478693 -0.00027187301749685461 0.00032757908881112641 0.00017040913594958267 -0.00028338182508613692 -0.00021533428829795774 0.00064400285467372412 0.00053991812690325615 -0.00044246740332417001
leaf_weight=0.0010096524450935122 0.0010238280847162011 0.0013265150205537474 0.0013657077212271595 0.0013291273006350258 0.0015268140633534089 0.0010252353608096957 0.0010754783672179162 0.0011777316910610456
leaf_count=270 689 396 523 259 757 263 137 616
internal_value=0 2.21161e-05 -2.55e-05 3.29489e-05 0.000101081 0.000205106 8.07676e-05 -0.000113381
internal_weight=0 0.00983626 0.00850975 0.00750009 0.00617097 0.00464415 0.00361892 0.00254344
internal_count=3910 3221 2825 2555 2296 1539 1276 1139
is_linear=0
shrinkage=0.00196078


Tree=6477
num_leaves=8
num_cat=0
split_feature=11 1375 13 16 133 1 3
split_gain=3.07495e-05 3.86746e-05 2.92369e-05 5.62174e-05 0.000118597 5.47363e-05 2.64985e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 0.083175000000000013 0.15100500000000003 0.065880000000000008 0.088010000000000019 0.096385000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00034638816204444171 -0.00032897289755454254 -0.00037805026576646949 0.0003021466984408228 -0.00030278065545827197 0.00065569595048474427 0.0002877714509041958 -6.8400613391780141e-05
leaf_weight=0.0010004332655031032 0.0010788527643242297 0.0013213702203422801 0.0015805718601392535 0.001716316797254102 0.0011800291207769865 0.0014885991946545515 0.0017438996260558187
leaf_count=176 279 976 309 454 960 491 265
internal_value=0 1.94042e-05 5.99267e-05 8.53948e-06 0.000101726 -4.1822e-05 9.56203e-05
internal_weight=0 0.0100312 0.00903079 0.00745021 0.0057339 0.00455387 0.0032325
internal_count=3910 3631 3455 3146 2692 1732 756
is_linear=0
shrinkage=0.00196078


Tree=6478
num_leaves=8
num_cat=0
split_feature=4 15 160 0 42 43 2
split_gain=1.24087e-05 4.54729e-05 2.0655e-05 4.86804e-05 5.03463e-05 4.45219e-05 6.57422e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.026849999999999995 -0.14136999999999997 -1.0000000180025095e-35 -0.074254999999999988 0.099990000000000009
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=0.0085953981104965726 0.019932075429574446 -0.0089305881962211172 -0.02059118341362922 -0.017402327849883319 0.020360644450464625 -0.017868470146764223 0.016011074132418656
leaf_weight=0.0014829575097871674 0.0011712105382502105 0.0010223277643836026 0.0014521734956744123 0.0012137011379354775 0.0013707275249601378 0.0012538256788921071 0.0010544206844516242
leaf_count=923 348 201 216 800 501 653 268
internal_value=0 0.00648025 -0.00202984 -0.00451324 0.000258781 0.00608522 -0.00239209
internal_weight=0 0.00219354 0.00782781 0.00634485 0.00489268 0.00367897 0.00230825
internal_count=3910 549 3361 2438 2222 1422 921
is_linear=0
shrinkage=0.1


Tree=6479
num_leaves=7
num_cat=0
split_feature=15 151 13 2 47 12
split_gain=1.39207e-05 2.7974e-05 3.82154e-05 5.58505e-05 3.74382e-05 3.16844e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.094679999999999986 0.097575000000000009 0.085165000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0082107659078182651 0.015338011053302425 0.012850751982474382 0.0065572218845176182 -0.019099173032772372 0.017476204928263028 -0.016174511019435855
leaf_weight=0.0017645398472833406 0.0012524808060448448 0.0015683777864093059 0.0012554740627636664 0.0018281910891283521 0.0011264095601769219 0.0011985238944173763
leaf_count=614 487 295 297 642 204 1371
internal_value=0 0.00157735 -0.000892916 -0.00487829 0.00238304 -0.00454488
internal_weight=0 0.00822946 0.00697698 0.0054086 0.00358041 0.002454
internal_count=3910 3296 2809 2514 1872 1668
is_linear=0
shrinkage=0.1


Tree=6480
num_leaves=8
num_cat=0
split_feature=16 0 150 1 157 0 3
split_gain=1.34804e-05 3.91682e-05 6.31408e-05 6.57786e-05 3.35234e-05 8.07715e-05 2.7672e-05
threshold=-0.064504999999999993 -0.084304999999999977 0.081245000000000026 0.10752500000000002 -0.062769999999999979 -0.06402999999999999 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7
right_child=4 -3 -4 -5 5 6 -8
leaf_value=-0.027878868196207135 0.012578461687712629 0.018004299877813153 0.018727291211652331 0.0049372212084902618 -0.024475134751306655 0.016688405783758017 -0.00501371966411388
leaf_weight=0.0011692585470858318 0.0010135999948812187 0.0013647205885029112 0.0010348118072634072 0.0012789205442438533 0.0016935646640716304 0.0010048017046017503 0.0014148359084067324
leaf_count=766 497 856 184 183 1010 189 225
internal_value=0 0.00364435 -0.00198222 -0.0107359 -0.00371104 -0.00772519 0.00399851
internal_weight=0 0.00484771 0.00348299 0.00244818 0.0051268 0.0041132 0.00241964
internal_count=3910 1989 1133 949 1921 1424 414
is_linear=0
shrinkage=0.1


Tree=6481
num_leaves=8
num_cat=0
split_feature=11 52 13 1 43 0 4
split_gain=1.43057e-05 1.66785e-05 5.4991e-05 5.78096e-05 5.03775e-05 2.81231e-05 5.03301e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.091229999999999992 0.11663000000000003 -0.083899999999999988 -0.23029999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.018021080063502393 -0.011231247307440798 -0.010284637376089209 0.017975903156289726 -0.023585970941440576 0.0095272988213564603 0.0023297338418219295 -0.027004347783661089
leaf_weight=0.0018204786687927143 0.0010385373032572353 0.0011122108523871467 0.0014927459994654073 0.001014148099370029 0.0010649602810642879 0.0013918274884760771 0.0010088667242677981
leaf_count=392 304 611 670 260 107 1172 394
internal_value=0 0.00117089 0.00280581 -0.00183192 0.00261747 -0.0039978 -0.00999761
internal_weight=0 0.00890524 0.00779303 0.00597255 0.0049584 0.00346565 0.00240069
internal_count=3910 3606 2995 2603 2343 1673 1566
is_linear=0
shrinkage=0.1


Tree=6482
num_leaves=7
num_cat=0
split_feature=4 15 12 52 16 15
split_gain=1.47326e-05 3.75108e-05 2.20736e-05 3.58223e-05 6.35605e-05 5.71489e-05
threshold=0.24280000000000004 -0.15202999999999997 0.098845000000000016 0.091210000000000013 0.081265000000000018 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0097977509301812142 0.020159373224904204 -0.0061893203089067967 -0.015091326992015659 0.014204062060484102 -0.022441428223384255 0.014517356952492256
leaf_weight=0.001872865145080573 0.0010974749123613898 0.0010642539488813357 0.0011262282954161897 0.0014084380988077403 0.0013509816006350437 0.0019976326048505855
leaf_count=770 333 216 506 621 490 974
internal_value=0 0.00718749 -0.00214774 5.09908e-05 -0.00376665 0.00275171
internal_weight=0 0.00216173 0.00775615 0.00662992 0.00522148 0.0038705
internal_count=3910 549 3361 2855 2234 1744
is_linear=0
shrinkage=0.1


Tree=6483
num_leaves=8
num_cat=0
split_feature=457 1 151 16 13 16 4
split_gain=1.41148e-05 4.28006e-05 3.82886e-05 5.17649e-05 4.92655e-05 5.1233e-05 6.63901e-05
threshold=0.088055000000000008 0.12864500000000004 -0.0017399999999999998 -0.25582999999999995 0.0024700000000000004 0.15737500000000001 -0.083329999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.017618204182985975 0.010978147732911628 0.017193201867988409 0.016340958194352991 0.027425581480102802 -0.024880683682714122 -0.018811773079694231 -0.0050926619008742719
leaf_weight=0.0016291063827254017 0.0010300223622314768 0.0010874542492462251 0.0014235330691967293 0.0010151066882750663 0.0010193717019460749 0.0010456462068640987 0.0016457023010227403
leaf_count=528 204 306 266 431 520 335 1320
internal_value=0 -0.0013893 -0.0039872 -0.00037603 -0.00541159 -5.70824e-05 0.00731315
internal_weight=0 0.00886592 0.00777847 0.00614936 0.00472583 0.00370646 0.00266081
internal_count=3910 3706 3400 2872 2606 2086 1751
is_linear=0
shrinkage=0.1


Tree=6484
num_leaves=8
num_cat=0
split_feature=50 2 48 3 15 12 3
split_gain=1.3994e-05 3.42006e-05 4.95874e-05 4.49442e-05 4.19706e-05 4.15138e-05 8.07518e-05
threshold=0.086465000000000014 0.12068000000000001 0.093225000000000016 0.11476000000000001 -0.097269999999999981 0.086935000000000012 -0.018854999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.013441817829663442 -0.010707486139806103 -0.016090181477359525 0.023015447866580795 0.018662593113276168 0.018187357393531264 -0.021063576304061683 -0.015845874151793806
leaf_weight=0.0011623686614421948 0.0011029980281908004 0.0010073602399389538 0.001114425863762895 0.0011021237076484381 0.0012555610792035769 0.0015536215935173635 0.0015676678077029293
leaf_count=346 715 370 254 105 637 1221 262
internal_value=0 0.00124415 0.00349563 0.000220178 -0.00344926 -0.00793506 -0.000710438
internal_weight=0 0.00876313 0.00775577 0.00664134 0.00553922 0.00437685 0.00282323
internal_count=3910 3195 2825 2571 2466 2120 899
is_linear=0
shrinkage=0.1


Tree=6485
num_leaves=9
num_cat=0
split_feature=133 50 160 156 15 42 48 43
split_gain=4.22981e-05 6.34423e-05 4.86392e-05 4.41193e-05 5.93737e-05 7.6876e-05 6.34412e-05 6.01046e-05
threshold=0.099765000000000006 0.086465000000000014 0.090735000000000024 0.084090000000000012 -0.07142999999999998 -1.0000000180025095e-35 0.091005000000000016 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=0.00020536469324865681 -0.0003902150484168072 -0.00043056748114514101 -0.00030959105737971639 -0.00024248318066037724 -0.00010867287045037501 0.00083185333094700669 -0.00039617826848733801 0.00026647290395960142
leaf_weight=0.0018014519713653626 0.0010022509833876913 0.0010213465114846413 0.0010573507992701859 0.0010186894657939647 0.0010387745326696273 0.0012769379622937567 0.0010770730394993023 0.0016661947167556687
leaf_count=525 608 562 282 470 429 315 236 483
internal_value=0 3.23822e-05 8.52925e-05 0.000138285 0.000194824 0.000349916 -1.97178e-05 0.000511775
internal_weight=0 0.00995782 0.00893647 0.00787912 0.00686043 0.00398191 0.00287853 0.00294313
internal_count=3910 3302 2740 2458 1988 1227 761 798
is_linear=0
shrinkage=0.00196078


Tree=6486
num_leaves=7
num_cat=0
split_feature=11 43 15 2 15 16
split_gain=1.46708e-05 2.10489e-05 4.48613e-05 2.40956e-05 3.27099e-05 5.55662e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 -0.053579999999999996 0.089785000000000018 -0.095799999999999982 -0.064504999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.024110618087964483 -0.011374407709086804 -0.011760604231963651 -0.0011495008383133271 -0.011226196642104717 0.024193504668532147 -0.0047396814680174355
leaf_weight=0.0010990182023108285 0.0010310707691994899 0.0018409125255593045 0.0019515175284290924 0.0012544573557872578 0.0012113590251642257 0.0014683739957637083
leaf_count=803 304 1016 892 284 316 295
internal_value=0 0.00123154 0.00795098 -0.00231782 0.00210071 0.00833941
internal_weight=0 0.00882564 0.00305054 0.0057751 0.00393419 0.00267973
internal_count=3910 3606 1695 1911 895 611
is_linear=0
shrinkage=0.1


Tree=6487
num_leaves=9
num_cat=0
split_feature=133 50 160 156 0 49 47 15
split_gain=2.87606e-05 4.89018e-05 4.8054e-05 5.72635e-05 5.46746e-05 7.74951e-05 0.000104702 0.000131375
threshold=0.10064500000000001 0.086465000000000014 0.087825000000000014 0.084090000000000012 -0.017269999999999997 1.0000000180025095e-35 0.09252500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00076861604349106444 -0.00032474460659165507 -0.00037313962726885207 -0.00026856069232188059 -0.00029723904154957897 0.00054311908494899955 -0.00038391137255160113 -0.00022695576904836396 -3.899623537178309e-05
leaf_weight=0.0017611163678825346 0.0010133121708228521 0.0010844360794707011 0.0014004947067092358 0.0010696834938085072 0.0013572874912808871 0.0010212550035558826 0.0014269282692651601 0.0013821718980530269
leaf_count=464 598 562 333 468 211 315 178 781
internal_value=0 2.11603e-05 6.65575e-05 0.000125089 0.000190102 0.000104409 0.000213529 0.000413491
internal_weight=0 0.0105034 0.00941894 0.00801844 0.00694876 0.00559147 0.00457022 0.00314329
internal_count=3910 3312 2750 2417 1949 1738 1423 1245
is_linear=0
shrinkage=0.00196078


Tree=6488
num_leaves=10
num_cat=0
split_feature=133 50 156 160 0 2 2 4 3
split_gain=5.05342e-05 6.00048e-05 5.27017e-05 6.50204e-05 6.49845e-05 5.77581e-05 5.17637e-05 4.81179e-05 4.49146e-05
threshold=0.10064500000000001 0.086465000000000014 0.084090000000000012 0.087825000000000014 -0.06402999999999999 1.0000000180025095e-35 0.114165 -0.0021099999999999995 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -6
right_child=-2 -3 -4 -5 8 6 -8 -9 -10
leaf_value=-0.00028400272212431466 -0.00042807185244166687 -0.00041157415402659427 -0.00030894602434039146 -0.00026327722984127526 0.0007838397639697626 6.4904878501109099e-05 -0.00013218121394134927 0.00063260026252904558 0.00022384188430590662
leaf_weight=0.0012228553097790224 0.0010093668089229202 0.0010563403250760271 0.0011642802848271577 0.0013114183219987913 0.001050725343166902 0.0010363811104613443 0.0011308488034657061 0.0012867218097327516 0.0011569806231623281
leaf_count=319 598 562 489 312 171 781 213 264 201
internal_value=0 3.14238e-05 8.14181e-05 0.000136872 0.000213095 8.2209e-05 0.000211865 0.00037934 0.000490365
internal_weight=0 0.0104166 0.00936021 0.00819593 0.00688451 0.00467681 0.00345395 0.0023231 0.00220771
internal_count=3910 3312 2750 2261 1949 1577 1258 1045 372
is_linear=0
shrinkage=0.00196078


Tree=6489
num_leaves=7
num_cat=0
split_feature=1 0 49 48 47 4
split_gain=1.52594e-05 3.06518e-05 2.11419e-05 3.01545e-05 4.71841e-05 4.76931e-05
threshold=0.076710000000000014 0.047345000000000005 -0.047309999999999998 0.091065000000000021 0.09252500000000001 -0.034289999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.014619577646295796 0.012743410512202123 0.005171398630170923 -0.0056954657722579714 -0.014106627930991759 -0.013922464427464185 0.020948904786954447
leaf_weight=0.0017584277959822863 0.00157519748030402 0.0014101264375225842 0.0010980367950514901 0.0012367891491047826 0.001085053275784017 0.00173068907106479
leaf_count=1913 357 95 633 196 189 527
internal_value=0 -0.00581184 0.00260521 -0.000495349 0.00380594 0.0106063
internal_weight=0 0.00316855 0.00672577 0.00515057 0.00391378 0.00282873
internal_count=3910 2008 1902 1545 1349 1160
is_linear=0
shrinkage=0.1


Tree=6490
num_leaves=9
num_cat=0
split_feature=14 49 2 4 0 15 12 4
split_gain=2.568e-05 4.65008e-05 5.85624e-05 5.85832e-05 5.67189e-05 3.98277e-05 9.10462e-05 3.45822e-05
threshold=-1.0000000180025095e-35 0.090115000000000015 0.10946500000000002 -0.34687499999999999 -0.06402999999999999 0.085120000000000015 0.085845000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00030497270942488747 -0.00051530474955847297 0.00042103373320908732 0.00027970718258968184 0.0001889606812765597 0.00032881500795559727 0.0001771099682127044 -0.00072143268273531418 -0.00027125454017439714
leaf_weight=0.0010326687044284544 0.0011297470812399188 0.0010000393479061417 0.0019246021034488034 0.0013078209929854436 0.0013302854671072718 0.0012173058159906671 0.0010411244989393174 0.0012072256081066101
leaf_count=196 188 557 449 447 206 1018 623 226
internal_value=0 1.95691e-05 -2.42696e-05 -0.000105148 -2.9232e-05 -0.000129013 -0.000233802 -3.19432e-05
internal_weight=0 0.0101582 0.00915811 0.00723351 0.00610376 0.00477348 0.00355617 0.00251505
internal_count=3910 3714 3157 2708 2520 2314 1296 673
is_linear=0
shrinkage=0.00196078


Tree=6491
num_leaves=9
num_cat=0
split_feature=11 43 12 12 13 16 4 16
split_gain=2.66001e-05 2.68465e-05 4.94349e-05 3.76548e-05 3.42935e-05 4.51251e-05 7.6809e-05 4.11749e-05
threshold=0.077330000000000024 -0.053009999999999995 0.051320000000000005 0.093125000000000013 -0.09547499999999999 -0.19424999999999998 0.022820000000000003 -0.074204999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 7 -7
right_child=-2 4 3 -5 5 6 -8 -9
leaf_value=0.00049105351874618303 -0.00030328399274643178 0.00016512128044987462 -0.00027402434218691389 0.00023723367227563669 -0.00047864176450596448 1.0701549144987895e-05 0.0003534783674248012 -0.00054659698905077986
leaf_weight=0.0011680703246152351 0.0010624285827274581 0.0019560664621105228 0.001061578654817284 0.0011580530231630316 0.0011613891923554619 0.0010351840712441115 0.0012507618837854966 0.0010040987286164915
leaf_count=359 279 348 880 463 200 617 169 595
internal_value=0 2.33658e-05 0.000164541 -7.28464e-06 -5.12748e-05 -0.000146364 -2.90701e-05 -0.0002637
internal_weight=0 0.0097952 0.0033877 0.00221963 0.0064075 0.00445143 0.00329004 0.00203928
internal_count=3910 3631 1702 1343 1929 1581 1381 1212
is_linear=0
shrinkage=0.00196078


Tree=6492
num_leaves=9
num_cat=0
split_feature=14 49 2 4 0 3 1 16
split_gain=4.01188e-05 4.07589e-05 5.41167e-05 0.000124747 5.39147e-05 3.00243e-05 4.94271e-05 4.56596e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.10946500000000002 -0.34687499999999999 -0.06402999999999999 -0.08824499999999999 0.079945000000000016 -0.078399999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=-0.00037840284047726782 -0.00071154289335215084 0.00038667515077554928 0.00028243045520568935 -0.00036059748885228888 0.00036737738361071123 0.00037364876033405242 8.8517795031444371e-05 -0.00044808033583757016
leaf_weight=0.0010286004263666383 0.0010674312845117013 0.0010871777245567366 0.0018525828991492986 0.0011313766505010358 0.001311869130056877 0.0010061609548016499 0.0014233996522036827 0.0010664477147466441
leaf_count=196 183 701 440 526 206 898 315 445
internal_value=0 2.83679e-05 -1.56023e-05 -9.44028e-05 1.65125e-05 -8.29581e-05 6.8915e-06 -0.000141317
internal_weight=0 0.00994645 0.00885927 0.00700669 0.00593925 0.00462738 0.00349601 0.00248985
internal_count=3910 3714 3013 2573 2390 2184 1658 760
is_linear=0
shrinkage=0.00196078


Tree=6493
num_leaves=7
num_cat=0
split_feature=51 40 2 3 52 12
split_gain=1.46392e-05 2.73539e-05 4.55771e-05 0.000123495 3.372e-05 2.92191e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.11230000000000001 0.094625000000000015 -0.0025949999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0093148410065454351 0.012995705469993041 -0.019122478373383541 -0.017457568254347116 0.032066965717032936 0.0092200530759396406 -0.010160191208031839
leaf_weight=0.0014157904418507618 0.0011070881431039323 0.0014287783350463747 0.0018490507746232922 0.0010222308993780146 0.0015406992332535202 0.0015713833083342557
leaf_count=515 360 765 400 139 517 1214
internal_value=0 -0.0016662 -0.00385612 0.000664708 -0.00640451 -0.00056561
internal_weight=0 0.00851923 0.00741214 0.00556309 0.00454086 0.00311208
internal_count=3910 3395 3035 2635 2496 1731
is_linear=0
shrinkage=0.1


Tree=6494
num_leaves=8
num_cat=0
split_feature=1 42 3 133 12 15 1
split_gain=1.39188e-05 3.0512e-05 2.72884e-05 3.41334e-05 3.38271e-05 4.01067e-05 5.6631e-05
threshold=0.12730000000000002 0.091955000000000023 -0.100615 0.077945 0.083175000000000013 -0.10192499999999999 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.011800812422914309 0.0097611602951840713 -0.017218955801439829 -0.016585274071098409 0.011095376446357837 -0.022052939718542237 -0.0086992200255221665 0.023721800530779446
leaf_weight=0.0017202497700128105 0.0012527686609945477 0.0010826839110179695 0.0011888684325497478 0.0013997665728997617 0.0010968742862787792 0.0011668854854250594 0.0010008935339461669
leaf_count=450 345 732 146 790 1047 222 178
internal_value=0 -0.00151641 0.000728362 -0.00252577 -0.00680697 -0.00182495 0.00627001
internal_weight=0 0.00865622 0.00757354 0.00585329 0.00445352 0.00335665 0.00216778
internal_count=3910 3565 2833 2383 1593 546 400
is_linear=0
shrinkage=0.1


Tree=6495
num_leaves=10
num_cat=0
split_feature=133 50 160 156 0 48 47 15 4
split_gain=3.69767e-05 6.49239e-05 5.93281e-05 6.8324e-05 4.64246e-05 8.40699e-05 0.0001019 6.21535e-05 8.12757e-05
threshold=0.10064500000000001 0.086465000000000014 0.090735000000000024 0.084090000000000012 -0.017269999999999997 0.091005000000000016 0.09252500000000001 1.0000000180025095e-35 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00024048000870553345 -0.0003725434465531486 -0.00043237596431062141 -0.00035179730995266612 -0.00032770819774483902 0.00052717275113842448 -0.00030664832027722485 -0.0002908079093185634 0.00010324709255579411 0.0010225086471193667
leaf_weight=0.0010227922642267961 0.0010086754803477144 0.0010914715467132139 0.0011163969110380726 0.001091948478759262 0.0013449713280960117 0.0013478979143056995 0.0010326006692712871 0.0014772368406515217 0.0010209940369268326
leaf_count=275 598 562 285 471 218 267 126 774 334
internal_value=0 2.04202e-05 7.26912e-05 0.000129524 0.000198423 0.0001235 0.000250826 0.00040967 0.00063115
internal_weight=0 0.0105463 0.00945484 0.00833844 0.00724649 0.00590152 0.00455362 0.00352102 0.00204379
internal_count=3910 3312 2750 2465 1994 1776 1509 1383 609
is_linear=0
shrinkage=0.00196078


Tree=6496
num_leaves=7
num_cat=0
split_feature=133 43 12 52 16 42
split_gain=1.32622e-05 2.61847e-05 4.34529e-05 4.5952e-05 8.97133e-05 2.67454e-05
threshold=0.094185000000000005 -0.06705499999999999 0.088375000000000023 -0.0066199999999999991 -0.19424999999999998 0.084685000000000024
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.001604565515480285 -0.010951943914010574 -0.010373835831284794 -0.020206056134516277 -0.011680210003791623 0.024970517641889768 0.017114411189749441
leaf_weight=0.0014002825278118241 0.001010211529559467 0.0019239063655966341 0.001151248069523686 0.0011410497712128279 0.0016105321359995246 0.0016778737753166924
leaf_count=658 669 398 712 229 511 733
internal_value=0 0.00113832 -0.002803 0.00148216 0.00977188 0.00859897
internal_weight=0 0.00890489 0.00582674 0.00467549 0.00275158 0.00307816
internal_count=3910 3241 1850 1138 740 1391
is_linear=0
shrinkage=0.1


Tree=6497
num_leaves=8
num_cat=0
split_feature=4 1 2 4 0 16 0
split_gain=1.41863e-05 3.92149e-05 2.15062e-05 4.21132e-05 5.31882e-05 3.62803e-05 6.31114e-05
threshold=0.24280000000000004 0.11198000000000001 0.11085000000000002 -0.34687499999999999 -0.06402999999999999 -0.083564999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.022504155399136222 -0.0068463322841758939 0.020114094736339794 0.0082324877976754206 0.0036614800124681298 0.017444061579921458 0.0019873026162219023 -0.033306632503312228
leaf_weight=0.0011001281038635 0.0010444060872463398 0.0011159979515886773 0.0016016707068642732 0.0018005956164814825 0.0012021829413586789 0.0010027831072264713 0.0010240380087593033
leaf_count=217 196 353 440 827 174 197 1506
internal_value=0 0.00708059 -0.00208531 -0.0047813 -0.000904769 -0.0066681 -0.0158447
internal_weight=0 0.0021604 0.0077314 0.00612973 0.0050296 0.00382742 0.00202682
internal_count=3910 549 3361 2921 2704 2530 1703
is_linear=0
shrinkage=0.1


Tree=6498
num_leaves=8
num_cat=0
split_feature=52 160 150 4 13 13 3
split_gain=1.38806e-05 4.56099e-05 3.69336e-05 6.03667e-05 2.61862e-05 7.2109e-05 3.47726e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.086025000000000018 -0.0031049999999999997 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 -7
right_child=1 4 -4 -5 5 6 -8
leaf_value=-0.0039113866920470692 -0.020360502158755123 -0.012520156524206783 -0.010883453634569353 0.027938756789223931 0.026692657877035147 -0.013870548739470133 0.0074427723155844035
leaf_weight=0.0011979773130385489 0.0012031670955734326 0.0010982119110544124 0.0010136185339212492 0.0011824391366910257 0.0011083219891810641 0.0015111779246619278 0.0015512758452209993
leaf_count=718 924 127 160 312 484 966 219
internal_value=0 -0.00279318 0.00510262 0.0119097 0.0012183 0.00483579 -0.00307436
internal_weight=0 0.00647215 0.00339403 0.00238042 0.00526899 0.00417078 0.00306245
internal_count=3910 2720 1190 1030 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=6499
num_leaves=8
num_cat=0
split_feature=50 4 12 3 133 13 12
split_gain=4.19284e-05 4.92435e-05 5.1716e-05 5.75222e-05 5.10826e-05 9.04758e-05 5.38312e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.10666500000000002 1.0000000180025095e-35 0.0015650000000000002 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00043911035111504409 -0.000377527947951794 0.00038145187215266713 5.6888184163084822e-05 0.00033511291538509578 -0.00043417098604488214 0.00042629624841967968 -0.00045722137192870252
leaf_weight=0.001010470133763223 0.0010638080080537125 0.0013420336977746283 0.0018804955259197 0.0018401934337002185 0.0011430369378296647 0.0014961335496733348 0.0013417346923759667
leaf_count=270 689 396 222 134 909 321 969
internal_value=0 3.18195e-05 -2.20389e-05 3.2682e-05 -6.22665e-05 2.78284e-05 -0.000157187
internal_weight=0 0.0100541 0.00871206 0.00770159 0.0058614 0.00471836 0.00322223
internal_count=3910 3221 2825 2555 2421 1512 1191
is_linear=0
shrinkage=0.00196078


Tree=6500
num_leaves=8
num_cat=0
split_feature=47 4 1 3 4 15 13
split_gain=1.22753e-05 4.32277e-05 4.11617e-05 3.96207e-05 4.07773e-05 6.78346e-05 2.61379e-05
threshold=0.11669500000000001 0.24280000000000004 0.11198000000000001 0.10666500000000002 -1.0000000180025095e-35 -0.021529999999999997 -0.016579999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.024466784193579491 -0.010536768355403466 0.014884368779256044 -0.021221263433094047 0.018707546211191632 -0.017747676391023141 -0.018608512439100989 0.0018633587452912791
leaf_weight=0.0010180363014100332 0.0010068314976241889 0.0018132909821498783 0.0010001099569809484 0.001014501989390057 0.0013597910821939851 0.0010050475578963151 0.0016435651951906092
leaf_count=548 179 512 206 77 599 1004 785
internal_value=0 0.00111584 -0.00242999 0.000681003 -0.00295735 0.0025277 -0.00590494
internal_weight=0 0.00885434 0.00704105 0.00604094 0.00502644 0.00366665 0.00264861
internal_count=3910 3731 3219 3013 2936 2337 1789
is_linear=0
shrinkage=0.1


Tree=6501
num_leaves=9
num_cat=0
split_feature=11 16 2 4 0 150 47 3
split_gain=2.55752e-05 2.76069e-05 3.39603e-05 8.24033e-05 5.61672e-05 3.63784e-05 6.16215e-05 4.10014e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.13506999999999997 0.083295000000000022 0.09252500000000001 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -5
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=-0.00024384218929637653 -0.0002966817078438813 -0.00050861648692826749 -7.3709148003199372e-05 5.0430120891160807e-05 0.00054939518627556479 -0.00023820739555062653 -0.00022079361766534563 0.00051742516292128916
leaf_weight=0.0012697000419795738 0.0010494859825017641 0.0010523406772035499 0.0010015442334606582 0.001237163264372841 0.0012507856876847821 0.0010135402335423663 0.0010948022857575016 0.0017386520832067219
leaf_count=394 279 141 105 1367 476 267 263 618
internal_value=0 2.56108e-05 6.63942e-05 -9.18819e-06 0.000272319 9.41856e-05 0.000176948 0.000323277
internal_weight=0 0.00965853 0.00838883 0.0061365 0.00225233 0.00508416 0.00407062 0.00297582
internal_count=3910 3631 3237 2656 581 2515 2248 1985
is_linear=0
shrinkage=0.00196078


Tree=6502
num_leaves=7
num_cat=0
split_feature=15 151 12 16 1 3
split_gain=1.24977e-05 2.66469e-05 4.51579e-05 0.000101504 7.38984e-05 7.05873e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.094359999999999986 0.095575000000000007 -0.088024999999999978
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=-0.0077634218987593338 0.015176515640633704 -0.0343104730585891 0.028106689754207298 -0.012601893198688756 0.02014158849847807 -0.0034480640112072151
leaf_weight=0.0017390529783833731 0.0012237089392177752 0.0010634773208917617 0.0011286030649910773 0.0015458375556085826 0.0012438979491213005 0.0019064092190295553
leaf_count=614 487 203 446 669 191 1300
internal_value=0 0.0015785 -0.000837216 -0.00802313 0.0019979 0.00828592
internal_weight=0 0.00811193 0.00688823 0.00385321 0.00278974 0.00303501
internal_count=3910 3296 2809 1063 860 1746
is_linear=0
shrinkage=0.1


Tree=6503
num_leaves=10
num_cat=0
split_feature=52 52 51 457 13 3 3 2 0
split_gain=3.0303e-05 4.67484e-05 4.40509e-05 4.58407e-05 5.5582e-05 8.80039e-05 0.000124623 6.55801e-05 2.10961e-05
threshold=-0.27466499999999994 -0.091329999999999981 -0.032189999999999989 0.069705000000000003 -0.094679999999999986 0.090325000000000003 -0.032959999999999996 0.086775000000000005 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 7 -6 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00032888121477684919 0.00038390074138838537 -0.00041104372121030468 3.4457410865836388e-05 0.00038166096992178089 1.8160720689817871e-05 -0.00063888114080041863 0.00047383803771052445 -0.00065132497020333781 0.00042168337914243957
leaf_weight=0.0010369122719305146 0.0012154038004800983 0.0010127089585638708 0.001119603663572351 0.0011699457972096303 0.0012378603517023109 0.0011160291515379742 0.0013080069256632782 0.0010311164669154433 0.0010465399550795614
leaf_count=425 376 403 213 212 933 102 254 847 145
internal_value=0 2.28521e-05 -2.56802e-05 2.29256e-05 -3.82628e-05 -0.000158179 -8.1991e-06 -0.000286081 0.00022154
internal_weight=0 0.0102572 0.00904181 0.0080291 0.00685916 0.00469301 0.00357698 0.00226898 0.00216614
internal_count=3910 3485 3109 2706 2494 2136 2034 1780 358
is_linear=0
shrinkage=0.00196078


Tree=6504
num_leaves=8
num_cat=0
split_feature=159 484 49 151 13 13 2
split_gain=1.3035e-05 2.37203e-05 3.69725e-05 5.20983e-05 6.10798e-05 5.66254e-05 6.18275e-05
threshold=-1.0000000180025095e-35 0.085515000000000022 -0.081629999999999994 -0.0088999999999999982 0.0024700000000000004 -0.0041499999999999983 0.088820000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.010671778492750719 0.014381838417647862 0.015620261078060929 -0.024662595578917808 -0.021022082033407254 -0.018585472646641597 0.021479641261054717 0.010221182123723679
leaf_weight=0.0010377701924579189 0.001347024493744936 0.0010071241465958334 0.0010123690433395385 0.0010901152035589674 0.0013298939228058373 0.00150913157974628 0.0015117611682309825
leaf_count=633 260 332 402 890 496 256 641
internal_value=0 0.00117753 -0.000687226 -0.00383267 4.30798e-05 0.00606934 -0.00286889
internal_weight=0 0.00880742 0.0078003 0.00645327 0.0054409 0.00411101 0.00260188
internal_count=3910 3277 2945 2685 2283 1787 1531
is_linear=0
shrinkage=0.1


Tree=6505
num_leaves=9
num_cat=0
split_feature=50 156 160 12 43 151 1 2
split_gain=3.45518e-05 4.41592e-05 4.57058e-05 5.71305e-05 6.4515e-05 6.10224e-05 8.20249e-05 6.07208e-05
threshold=0.088425000000000017 0.084090000000000012 -0.026849999999999995 -0.023959999999999995 -0.15648499999999999 -0.0088999999999999982 0.095575000000000007 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.00046873897101001958 -0.00034728581001402701 -0.00032787244302634081 -0.00040494832796543798 0.0005077033250934878 -0.00038020426583973177 -0.00042575326588028411 0.00044329127773399423 0.0001672985895338244
leaf_weight=0.001010694382563483 0.0010354428499642744 0.001177642181139576 0.0010289882196461144 0.0011797871207390991 0.0012426089479810904 0.0012227116905893939 0.0017383369950805111 0.0014519871104734564
leaf_count=497 689 518 353 170 235 768 259 421
internal_value=0 2.88892e-05 7.62281e-05 2.57846e-05 9.0626e-05 3.62228e-06 0.000111699 -0.000103809
internal_weight=0 0.0100528 0.00887511 0.00786442 0.00683543 0.00565564 0.00441304 0.0026747
internal_count=3910 3221 2703 2206 1853 1683 1448 1189
is_linear=0
shrinkage=0.00196078


Tree=6506
num_leaves=8
num_cat=0
split_feature=15 16 47 52 2 4 15
split_gain=2.44137e-05 2.82573e-05 4.78941e-05 4.49697e-05 6.98015e-05 0.000107877 9.73931e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.10783500000000001 -0.11271999999999999 0.10910500000000002 -0.08422499999999998 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00028366892230455694 -0.00028069550678323617 -0.00043072295019951735 0.00037123699714980088 -0.000472386594874214 0.00047848590030962461 -0.00018581836005980147 0.00047138973178322647
leaf_weight=0.0010182656097553052 0.00152585974811248 0.0010284329067217343 0.0012051663159829114 0.001780633295787962 0.0010294289294797126 0.0018575298335741751 0.0016256152794507477
leaf_count=317 323 586 189 520 254 813 908
internal_value=0 -3.49474e-05 9.02891e-06 -5.05917e-05 1.15291e-05 -7.97929e-05 0.000120907
internal_weight=0 0.0100527 0.00852681 0.00732164 0.00629321 0.00526378 0.00348315
internal_count=3910 3593 3270 3081 2495 2241 1721
is_linear=0
shrinkage=0.00196078


Tree=6507
num_leaves=7
num_cat=0
split_feature=157 0 42 2 2 1
split_gain=1.34606e-05 2.62581e-05 4.75038e-05 4.77203e-05 6.87049e-05 3.88574e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 0.086875000000000022 0.12068000000000001 0.089455000000000021
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.0097364489940428185 -0.020851564239979841 0.011664985957249956 -0.010344925783527227 0.030795221588305072 -0.012928648612439551 0.0062217885813016004
leaf_weight=0.0012575315802383991 0.0010771201538416902 0.0019148408756410537 0.0019938188440389261 0.0011998476095462663 0.0010293246180039053 0.001387757997617959
leaf_count=703 932 312 901 586 257 219
internal_value=0 0.00133995 -0.00161627 0.00207641 0.00892363 0.0176163
internal_weight=0 0.00860271 0.00668787 0.00561075 0.00361693 0.00258761
internal_count=3910 3207 2895 1963 1062 805
is_linear=0
shrinkage=0.1


Tree=6508
num_leaves=9
num_cat=0
split_feature=133 50 156 160 0 42 43 16
split_gain=3.53779e-05 4.59705e-05 5.21934e-05 3.90758e-05 4.66564e-05 5.84968e-05 8.79114e-05 8.24719e-05
threshold=0.099765000000000006 0.086465000000000014 0.084090000000000012 0.087825000000000014 -0.017269999999999997 0.091230000000000019 -0.00084499999999999994 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00043019042347621449 -0.00036357342611593373 -0.00037212384904859817 -0.00033034069009037226 -0.00019345622748725107 0.00052080001926006368 0.00050935663941699253 -0.00020050842128916077 0.00046717471469205667
leaf_weight=0.0012811488568059866 0.0010107059374829157 0.0010235878232973524 0.0011145840937155727 0.0012569216435872506 0.0012737571043445212 0.001081496524117191 0.0012287388735596947 0.0016888335430385788
leaf_count=831 608 562 488 309 210 354 194 354
internal_value=0 2.1455e-05 6.65912e-05 0.000123232 0.000183966 0.000102711 -2.0316e-06 0.000185979
internal_weight=0 0.00994907 0.00892548 0.0078109 0.00655397 0.00528022 0.00419872 0.00291757
internal_count=3910 3302 2740 2252 1943 1733 1379 548
is_linear=0
shrinkage=0.00196078


Tree=6509
num_leaves=7
num_cat=0
split_feature=1 0 3 13 4 4
split_gain=1.49273e-05 3.08471e-05 1.95108e-05 3.82959e-05 3.37915e-05 8.51134e-05
threshold=0.076710000000000014 0.047345000000000005 -0.10628499999999998 -0.0024749999999999993 0.0057500000000000008 0.074650000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-0.014574810660885482 0.014123299197896894 0.0052974128498904354 0.011916780648941569 -0.018954311542060245 0.023217527427887692 -0.014975918826666637
leaf_weight=0.0017565172038865183 0.0012046036506264575 0.0014066790027043182 0.0018224948447830322 0.0012766695043695195 0.0010120048264102843 0.0013779057381971189
leaf_count=1913 360 95 997 302 75 168
internal_value=0 -0.0057376 0.00259853 6.93605e-05 -0.00581947 0.00119705
internal_weight=0 0.0031632 0.00669368 0.00548907 0.00366658 0.00238991
internal_count=3910 2008 1902 1542 545 243
is_linear=0
shrinkage=0.1


Tree=6510
num_leaves=7
num_cat=0
split_feature=4 42 4 43 2 49
split_gain=1.33156e-05 2.0648e-05 3.14747e-05 2.93424e-05 4.57721e-05 6.68143e-05
threshold=0.27608500000000008 0.088915000000000008 0.080255000000000007 0.0016850000000000001 0.084235000000000018 -0.047894999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.014442828226619004 0.0088306599515806366 -0.012196904707864189 -0.015171883929489269 0.016734592006153272 0.012617397002967427 -0.018129735105025045
leaf_weight=0.001446595317706877 0.0014357385796966654 0.0015062518488390018 0.0010546422846393049 0.0013169963764099674 0.0011006008278355013 0.0019749131792554334
leaf_count=519 441 998 194 318 221 1219
internal_value=0 -0.00159025 0.00072725 0.00359891 -0.000226666 -0.00712659
internal_weight=0 0.0084 0.00689375 0.00583911 0.00452211 0.00307551
internal_count=3910 3469 2471 2277 1959 1440
is_linear=0
shrinkage=0.1


Tree=6511
num_leaves=9
num_cat=0
split_feature=43 4 15 1 2 133 2 16
split_gain=1.44287e-05 3.38784e-05 3.65144e-05 3.51064e-05 2.96546e-05 2.54878e-05 4.98596e-05 1.01052e-05
threshold=-0.053009999999999995 -0.34687499999999999 -0.0089749999999999986 0.094695000000000015 0.11339500000000001 1.0000000180025095e-35 0.086650000000000019 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 -1 -4
right_child=1 2 7 4 -6 -7 -8 -9
leaf_value=-0.0024270213756296612 -0.019206253376325401 -0.020876168377120408 0.0039409207459012172 0.013102038658548152 -0.010499716338566717 -0.006484111522870266 0.027389971810110953 0.017974898532349418
leaf_weight=0.0012075177319285856 0.0010613416499452447 0.0010889963532994444 0.0010505006826204335 0.0010553993308014861 0.00107419894509398 0.0012280136539288078 0.0010471566245913945 0.0010029140310667548
leaf_count=417 224 385 335 189 219 1059 322 760
internal_value=0 -0.00290559 0.000375994 -0.00627136 0.00119699 0.00510765 0.0114211 0.0107953
internal_weight=0 0.00633335 0.00527201 0.00321859 0.0021296 0.00348269 0.00225467 0.00205341
internal_count=3910 2112 1888 793 408 1798 739 1095
is_linear=0
shrinkage=0.1


Tree=6512
num_leaves=8
num_cat=0
split_feature=11 43 15 4 13 15 1
split_gain=2.02556e-05 2.25581e-05 4.59417e-05 4.37892e-05 2.79366e-05 4.76557e-05 2.79996e-05
threshold=0.077330000000000024 -0.053009999999999995 -0.053579999999999996 -0.083804999999999977 -0.09547499999999999 -1.0000000180025095e-35 0.11183500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.00046253732483560075 -0.00026749499085669206 0.00014897760566103996 0.00027929582878173388 -0.00028319090401123919 0.00016015041464247714 -0.00042070786977194472 -0.00024693116837407812
leaf_weight=0.0011816762913323567 0.001031437986872598 0.001916538135200067 0.0010024508854200819 0.0011341036560698632 0.0018069808241168233 0.0014792838172906679 0.0010142089586045228
leaf_count=803 279 348 271 628 434 1015 132
internal_value=0 2.1762e-05 0.000152305 -1.92775e-05 -4.79131e-05 -0.000135659 1.38059e-05
internal_weight=0 0.00953524 0.00331823 0.00213655 0.00621701 0.00430047 0.00282119
internal_count=3910 3631 1702 899 1929 1581 566
is_linear=0
shrinkage=0.00196078


Tree=6513
num_leaves=8
num_cat=0
split_feature=11 43 2 13 52 0 52
split_gain=1.51924e-05 2.17097e-05 3.74088e-05 2.43014e-05 4.00479e-05 3.58937e-05 1.95086e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 0.093815000000000009 -0.09547499999999999 1.0000000180025095e-35 -0.23029999999999998 -0.021309999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.0099253706820587005 -0.011566093445138634 0.0075617200791691904 0.023780799898858021 0.0014707239206781524 0.0096353451591002105 -0.02145671329460851 -0.0096676246640921126
leaf_weight=0.0010319109177164623 0.0010274213412438558 0.0017302491991383366 0.0010152448187371963 0.0010987271948448276 0.0010990686738641801 0.0018038564266887459 0.0010013021449064227
leaf_count=460 304 336 536 107 698 770 699
internal_value=0 0.00128581 0.00810417 -0.00234047 -0.00662201 -0.0127779 0.000276353
internal_weight=0 0.00878036 0.00304846 0.0057319 0.00400165 0.00290258 0.00203321
internal_count=3910 3606 1695 1911 1575 877 1159
is_linear=0
shrinkage=0.1


Tree=6514
num_leaves=8
num_cat=0
split_feature=15 16 0 1 4 3 43
split_gain=4.05383e-05 3.98031e-05 6.53291e-05 9.9065e-05 3.9413e-05 3.45362e-05 7.12367e-05
threshold=-0.24219999999999997 -0.30307999999999996 -0.10131499999999999 0.094385000000000011 -0.0021099999999999995 -0.048154999999999996 -0.07526999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=0.00036557065479612792 -0.00031706348419249 -9.7501422828540248e-05 9.8023920230305497e-05 0.00058544382080048557 -0.00041691529016310054 0.00021447922720727603 -0.0005591370660878197
leaf_weight=0.0010195718454852091 0.0017156327674354042 0.0017103906022176429 0.001610530988446683 0.0015626676880630434 0.0013198058279924249 0.0014620501944330377 0.0010461358010582127
leaf_count=317 337 253 840 180 546 249 1188
internal_value=0 -4.40776e-05 9.68344e-06 0.00022856 -0.000122042 -2.75531e-05 -0.000160751
internal_weight=0 0.0104272 0.00871158 0.00327306 0.00543852 0.00411872 0.00265667
internal_count=3910 3593 3256 433 2823 2277 2028
is_linear=0
shrinkage=0.00196078


Tree=6515
num_leaves=8
num_cat=0
split_feature=1 0 48 47 0 160 0
split_gain=1.51224e-05 2.65397e-05 1.759e-05 5.09104e-05 6.20601e-05 9.98472e-05 4.87019e-05
threshold=0.076710000000000014 0.047345000000000005 0.086215000000000014 0.09252500000000001 -0.084154999999999994 -1.0000000180025095e-35 -0.18901999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4
right_child=2 -3 6 -5 -6 -7 -8
leaf_value=-0.013969164088297762 -0.0013145386839022606 0.0044982564724948271 -0.020204861387844122 -0.012741815681435368 -0.0081005134643314432 0.039511295305494964 0.010267880307707639
leaf_weight=0.0017521287962451346 0.0011012874570499338 0.0013999607949460892 0.001047059506118761 0.0010896083002987899 0.0010633431163322932 0.0013135910652183162 0.0010508400300366701
leaf_count=1913 195 95 91 186 810 306 314
internal_value=0 -0.00576709 0.00263902 0.00612036 0.0120292 0.020893 -0.00494103
internal_weight=0 0.00315209 0.00666573 0.00456783 0.00347822 0.00241488 0.0020979
internal_count=3910 2008 1902 1497 1311 501 405
is_linear=0
shrinkage=0.1


Tree=6516
num_leaves=7
num_cat=0
split_feature=47 16 133 1 48 16
split_gain=1.61919e-05 2.31758e-05 7.28964e-05 5.90678e-05 7.06974e-05 4.29261e-05
threshold=0.10436500000000001 0.15100500000000003 0.083815000000000014 1.0000000180025095e-35 0.086065000000000016 -0.096824999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.025310716831564235 0.009041810472274146 -0.011476990765479013 0.024595374497112025 0.026046264310984002 -0.019665586507545241 0.00082183961911617422
leaf_weight=0.0010293825287372863 0.0016319486195601135 0.0019199939218872237 0.0010888013207944721 0.0010344392277396551 0.0011430739194381919 0.0019397017674965917
leaf_count=949 290 537 1054 317 184 579
internal_value=0 -0.00187024 0.00108786 -0.00388533 0.00147143 0.00959517
internal_weight=0 0.00815539 0.0062354 0.0051466 0.00411721 0.00297414
internal_count=3910 3620 3083 2029 1080 896
is_linear=0
shrinkage=0.1


Tree=6517
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 4
split_gain=1.4904e-05 1.8421e-05 5.63323e-05 3.96148e-05 7.65218e-05 4.22757e-05 1.68916e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.022066055667740322 -0.011462396047227858 -0.0059410405588218992 0.023075176197742818 0.0046680127422240774 0.027464649452442404 -0.020272471813839722 -0.0038975580286597909
leaf_weight=0.0010346468351246872 0.0010235056410369753 0.0013730191510856193 0.0013050134679133572 0.0019290312484440478 0.001033225154749102 0.0010493581861676215 0.0010124707262833589
leaf_count=685 304 114 591 1014 87 725 390
internal_value=0 0.00129205 0.00819865 -0.00176075 0.00401555 -0.00411912 -0.0130802
internal_weight=0 0.00873676 0.00267803 0.00605873 0.00401161 0.00297839 0.00204712
internal_count=3910 3606 705 2901 1826 1739 1075
is_linear=0
shrinkage=0.1


Tree=6518
num_leaves=8
num_cat=0
split_feature=50 133 160 43 160 42 1
split_gain=1.56957e-05 3.78993e-05 5.23045e-05 4.02607e-05 3.85389e-05 3.51026e-05 3.50079e-05
threshold=0.086465000000000014 0.087615000000000012 0.087825000000000014 -0.074254999999999988 -0.022899999999999997 0.085195000000000007 0.10688500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.0054212251031458087 -0.011356336213093092 -0.015152172732577081 -0.016605328029969776 0.016993846122481438 0.0035647498076354506 0.030166641254624135 -0.019170408625404832
leaf_weight=0.0011236289772974608 0.0010886383810289118 0.0011944484606297235 0.001054063070127194 0.0011544982563385046 0.0018956969412788223 0.0011703552566544506 0.0010537674309289715
leaf_count=362 715 744 266 344 908 326 245
internal_value=0 0.00138455 0.00403515 0.00743567 0.00150486 0.018046 -0.00455794
internal_weight=0 0.00864646 0.00745201 0.00639795 0.00410396 0.00229398 0.00294946
internal_count=3910 3195 2451 2185 1497 688 1153
is_linear=0
shrinkage=0.1


Tree=6519
num_leaves=9
num_cat=0
split_feature=133 50 160 156 0 42 2 2
split_gain=4.61081e-05 5.48615e-05 3.56328e-05 3.81551e-05 4.31783e-05 7.23489e-05 7.59908e-05 6.86507e-05
threshold=0.099765000000000006 0.086465000000000014 0.090735000000000024 0.084090000000000012 -0.017269999999999997 0.091230000000000019 1.0000000180025095e-35 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00043696336956843104 -0.00041624375345286955 -0.00040988535811400429 -0.00026691820330285426 -0.00023457375845343213 0.0004951591977965013 0.00055250125496137748 0.00037225052650004991 -0.0002170968072567357
leaf_weight=0.0011948683051577606 0.0010069502636053272 0.0010043084156004011 0.001040783172456052 0.0010174675091128979 0.0012914993852545017 0.0010747253807432333 0.0019505001896735843 0.0012449308481968801
leaf_count=247 608 562 282 470 217 354 917 253
internal_value=0 2.4325e-05 7.37966e-05 0.000119412 0.000172718 9.65188e-05 -1.51036e-05 0.000142642
internal_weight=0 0.00981908 0.00881477 0.00777399 0.00675652 0.00546502 0.0043903 0.00319543
internal_count=3910 3302 2740 2458 1988 1771 1417 1170
is_linear=0
shrinkage=0.00196078


Tree=6520
num_leaves=9
num_cat=0
split_feature=1 12 15 2 3 1 0 2
split_gain=3.13386e-05 4.02757e-05 6.94636e-05 6.67203e-05 8.08457e-05 4.77538e-05 2.98792e-05 2.44169e-05
threshold=0.076710000000000014 0.10058500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 0.11052000000000002 -0.070894999999999986 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 -1 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.00038627112513359147 -0.0002542628772849026 0.00042946041917355871 -0.00042331660223813699 0.00070555203326214491 0.00030656715974830198 -0.00021648194545394344 0.00020186282381893803 -0.00022319668021458095
leaf_weight=0.0013783061835733581 0.0014418675602445009 0.0010012058068131968 0.0011784848348295419 0.0010438011091395464 0.0014403961880066487 0.0012565119028418845 0.0010232376852429954 0.0010555782066086782
leaf_count=1642 460 230 491 369 179 173 105 261
internal_value=0 6.39089e-05 6.37259e-06 0.000104081 0.000242206 6.28742e-05 -0.000162403 -1.39733e-05
internal_weight=0 0.00736227 0.00636106 0.00518258 0.00374071 0.00269691 0.00345712 0.00207882
internal_count=3910 1902 1672 1181 721 352 2008 366
is_linear=0
shrinkage=0.00196078


Tree=6521
num_leaves=8
num_cat=0
split_feature=1 42 160 49 2 43 1
split_gain=1.4873e-05 3.43496e-05 2.6379e-05 4.50032e-05 3.72683e-05 3.21696e-05 6.4191e-05
threshold=0.12730000000000002 0.091955000000000023 0.084835000000000008 -0.0019649999999999997 0.10362500000000001 -0.07526999999999999 0.079945000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.018517888398645359 0.010249180578307237 -0.018362894222423039 0.012936415701205767 0.022032946450888876 -0.010758154561894297 0.019186088467179129 -0.015751130383921313
leaf_weight=0.0013025499991734324 0.0012245725273913972 0.0010620671024050132 0.0014555473619949208 0.0011355401561960253 0.0014637602168399433 0.0010187372205859246 0.0010870528072623687
leaf_count=462 345 732 407 608 359 647 350
internal_value=0 -0.00153641 0.000858118 -0.00206824 0.00248565 0.00846645 0.00115077
internal_weight=0 0.00852525 0.00746319 0.00600764 0.00470509 0.00324133 0.00210579
internal_count=3910 3565 2833 2426 1964 1605 997
is_linear=0
shrinkage=0.1


Tree=6522
num_leaves=8
num_cat=0
split_feature=1 0 133 13 52 0 12
split_gain=1.84045e-05 3.14053e-05 3.93918e-05 2.45494e-05 4.91665e-05 3.87061e-05 3.82511e-05
threshold=0.088010000000000019 -0.084074999999999997 1.0000000180025095e-35 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999 0.089570000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -2
right_child=3 2 -4 4 5 -7 -8
leaf_value=-0.017028357846160209 0.026032647484908213 0.01172253415938255 -0.012908446841567124 -0.018828994527912056 0.019771070418682243 -0.0052854334931363434 -0.0013448684082383361
leaf_weight=0.0014419459109053494 0.001026156693084937 0.0015341957842345084 0.0011257155521703461 0.0011080794007127656 0.0011654855321974679 0.001308852278937794 0.0010152460235245951
leaf_count=1213 555 536 576 237 120 267 406
internal_value=0 -0.00514414 0.00129832 0.00366463 -0.00132284 0.00651691 0.0124171
internal_weight=0 0.00410186 0.00265991 0.00562382 0.00358242 0.00247434 0.0020414
internal_count=3910 2325 1112 1585 624 387 961
is_linear=0
shrinkage=0.1


Tree=6523
num_leaves=7
num_cat=0
split_feature=52 13 1 2 3 0
split_gain=1.54785e-05 3.17086e-05 2.86862e-05 4.71229e-05 7.95126e-05 6.87142e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10251500000000001 -0.089974999999999986 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.017459757447218942 -0.010325278915476995 -0.025253525612826174 -0.011551580760526351 0.019450569366068073 -0.0061742257237879785 0.024437398245481773
leaf_weight=0.0010855050555148909 0.0012725101293448353 0.0011136657591150961 0.0018680730972381581 0.0012970195259873951 0.001852311598788481 0.0012138035029209398
leaf_count=169 647 524 413 486 934 737
internal_value=0 0.00150679 -0.000850907 0.00279897 -0.00236816 0.0059442
internal_weight=0 0.00843038 0.00734487 0.0054768 0.00417978 0.00306612
internal_count=3910 3263 3094 2681 2195 1671
is_linear=0
shrinkage=0.1


Tree=6524
num_leaves=8
num_cat=0
split_feature=1 15 3 15 51 16 2
split_gain=1.83521e-05 2.68503e-05 3.48544e-05 2.36888e-05 4.0708e-05 6.3013e-05 4.10737e-05
threshold=0.076710000000000014 0.041585000000000004 -0.036619999999999993 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=-0.025248972079982737 0.023453362523488463 0.0070063732972175984 0.00059543975734197268 -0.0089004364303682942 -0.006984804512285489 -0.018105335682519718 0.017682365285200487
leaf_weight=0.0010876817379425617 0.0010635550493064312 0.0010099929801732519 0.001003041943071169 0.0013424578991804454 0.0010269841664756821 0.0011736838849743516 0.0019697255554986109
leaf_count=943 265 949 116 571 286 409 371
internal_value=0 -0.00638214 -0.0128499 0.00295019 0.00598977 0.00153611 0.00922883
internal_weight=0 0.00310072 0.00209072 0.00657641 0.00523395 0.00417039 0.00299671
internal_count=3910 2008 1059 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=6525
num_leaves=7
num_cat=0
split_feature=1 0 50 3 47 2
split_gain=1.4914e-05 2.35663e-05 2.03629e-05 4.47715e-05 4.7155e-05 4.59426e-05
threshold=0.076710000000000014 0.047345000000000005 0.086465000000000014 -0.10628499999999998 0.077735000000000012 0.089785000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.013597689667419055 0.023643462803078084 0.003959151952131687 -0.010414134502391367 -0.0082996473615268226 -0.012490900847478698 0.018285451996973377
leaf_weight=0.0017125421440563624 0.0010488889025131801 0.0013811122995109667 0.001007790420177442 0.0010201959907216889 0.0016914070997131039 0.001791575205850143
leaf_count=1913 306 95 463 415 286 432
internal_value=0 -0.00575972 0.00266308 0.0050368 0.000702903 0.00863957
internal_weight=0 0.00309365 0.00655986 0.00555207 0.00450318 0.00281177
internal_count=3910 2008 1902 1439 1133 847
is_linear=0
shrinkage=0.1


Tree=6526
num_leaves=8
num_cat=0
split_feature=52 13 150 2 3 0 43
split_gain=1.37074e-05 2.5028e-05 2.80776e-05 4.44232e-05 5.83561e-05 4.34206e-05 3.38815e-05
threshold=0.11401500000000002 -0.23438999999999996 0.086870000000000017 0.10796500000000002 -0.089974999999999986 -0.10071499999999999 -0.078454999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.015653347086186858 -0.0097473219392903224 -0.011298570557104429 -0.014622143646323341 -0.014999932833596942 0.02648211019454394 0.016287946117858731 -0.0092493892281323327
leaf_weight=0.0010782181247235298 0.0012619898298548435 0.0013524653323730785 0.0012041778307041399 0.001217146920845096 0.001440882926227469 0.0010707001623006557 0.001009240450629077
leaf_count=169 647 570 327 446 225 509 1017
internal_value=0 0.00143252 -0.000669458 0.00208921 0.00635738 0.0131396 0.00389658
internal_weight=0 0.00837283 0.00729461 0.00609044 0.00487329 0.00352082 0.00207994
internal_count=3910 3263 3094 2767 2321 1751 1526
is_linear=0
shrinkage=0.1


Tree=6527
num_leaves=8
num_cat=0
split_feature=52 160 13 13 0 3 16
split_gain=1.34701e-05 3.94095e-05 3.42483e-05 5.82167e-05 3.0101e-05 2.66858e-05 2.15048e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.14733499999999997 -0.032959999999999996 0.24895000000000003
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -5 -6
right_child=1 2 3 5 6 -7 -8
leaf_value=-0.0076323890765795255 -0.01927123532146725 -0.014774890164697891 0.025122409422885628 -0.011586522076729562 0.022083235463770175 0.0073474689982835246 0.0019097582149208232
leaf_weight=0.0011814849683480784 0.0011731197313083214 0.0010812085341021897 0.0010817235858142787 0.0014646394873603459 0.0010889452435915779 0.0015136963514747019 0.0010265498314343674
leaf_count=128 924 127 484 966 621 219 441
internal_value=0 -0.00273264 0.00104109 0.00525294 0.0051533 -0.00196359 0.012294
internal_weight=0 0.00631439 0.00514127 0.00406006 0.00329698 0.00297834 0.0021155
internal_count=3910 2720 1796 1669 1190 1185 1062
is_linear=0
shrinkage=0.1


Tree=6528
num_leaves=9
num_cat=0
split_feature=4 0 1 15 15 16 151 2
split_gain=2.98591e-05 4.61147e-05 2.1172e-05 2.84644e-05 3.97522e-05 4.44065e-05 5.4052e-05 6.66339e-05
threshold=-0.48072499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.035895000000000003 -0.019749999999999993 -0.055679999999999993 -0.0088999999999999982 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00032550179800967745 -0.00020852694985049896 0.00042184649421054242 -0.00022670994058689948 -0.00025308980661418475 0.00043642808713467501 -0.0002740583951268866 -2.0677785384329361e-05 0.00068353519158932945
leaf_weight=0.0010123611569650215 0.0017843155397536357 0.001023599930260871 0.0010191001134517135 0.0011213249764911119 0.0010330964316662217 0.0014407753746467529 0.0010522034841842342 0.0010148347152348766
leaf_count=208 1896 207 163 504 184 360 194 194
internal_value=0 2.87506e-05 -1.87794e-05 3.18945e-05 8.93692e-05 1.01662e-05 0.000142857 0.000325063
internal_weight=0 0.00948925 0.00846565 0.00668134 0.00556001 0.00452691 0.00308614 0.00206704
internal_count=3910 3702 3495 1599 1095 911 551 388
is_linear=0
shrinkage=0.00196078


Tree=6529
num_leaves=7
num_cat=0
split_feature=13 16 133 42 2 4
split_gain=1.55552e-05 4.47435e-05 6.18971e-05 3.90298e-05 3.87924e-05 4.10899e-05
threshold=0.043015000000000005 0.15100500000000003 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.002482710078132268 0.008149787419797579 -0.016725367472758705 0.024006807384607087 -0.019069834431737369 -0.01175706122311496 0.022809371120903848
leaf_weight=0.0013903630197187626 0.001872322805139613 0.0016303806585075036 0.0010506574071322558 0.0011273325276258293 0.0013414685434831753 0.0011939336871575707
leaf_count=583 584 465 1049 773 244 212
internal_value=0 -0.00200857 0.00192245 -0.0026694 0.00204018 0.00920212
internal_weight=0 0.00773414 0.00610376 0.0050531 0.00392577 0.0025843
internal_count=3910 3326 2861 1812 1039 795
is_linear=0
shrinkage=0.1


Tree=6530
num_leaves=7
num_cat=0
split_feature=1 3 3 2 0 3
split_gain=1.62967e-05 2.70579e-05 2.57599e-05 6.21114e-05 2.94551e-05 4.43305e-05
threshold=0.10786000000000001 0.11265500000000002 -0.115685 0.10393500000000001 -0.084304999999999977 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0090872033414287536 0.013868837344637688 -0.0046238272493530344 -0.021697371749858727 -0.02638146299141016 0.010061378790770563 0.0068835361284196013
leaf_weight=0.0013888971477925898 0.0018085252828613954 0.0014065908121472432 0.0011100067726311268 0.0011776243728121431 0.0016300934951734842 0.0010618174443583067
leaf_count=329 506 246 1127 433 1165 104
internal_value=0 0.00577843 -0.00295527 -0.00631416 -9.84195e-05 -0.007724
internal_weight=0 0.00321512 0.00636844 0.00497954 0.00380192 0.00217182
internal_count=3910 752 3158 2829 2396 1231
is_linear=0
shrinkage=0.1


Tree=6531
num_leaves=8
num_cat=0
split_feature=4 42 15 3 12 2 16
split_gain=1.42278e-05 1.87313e-05 3.39385e-05 4.3896e-05 3.3106e-05 4.15277e-05 2.47482e-05
threshold=0.27608500000000008 0.088915000000000008 0.079360000000000014 -0.086589999999999986 0.051320000000000005 0.083945000000000006 -0.072359999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.023037319146279114 0.0093140427678567572 -0.011886954541492859 -0.013727376724703956 0.021446176023280677 -0.014968527540107957 0.0073610524405177628 -0.013753667450468366
leaf_weight=0.0010009250271820888 0.0013938400019455109 0.0014588772878050436 0.0013242739905110811 0.0010379044634265581 0.0011243672761570406 0.0011559279218166666 0.0010679641230323987
leaf_count=426 441 998 905 139 598 154 249
internal_value=0 -0.00161714 0.000615256 0.00414101 -0.000171133 0.00492965 -0.00277872
internal_weight=0 0.00817024 0.00671136 0.00538709 0.00438616 0.0032618 0.00222389
internal_count=3910 3469 2471 1566 1140 542 403
is_linear=0
shrinkage=0.1


Tree=6532
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=1.41027e-05 2.02944e-05 4.70883e-05 8.58643e-05 3.70144e-05 3.47879e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.011279144050440108 -0.011239225311377245 -0.023193297471412456 0.016314618780407793 0.012118130157772449 0.018125350784605199 -0.011584665389464417
leaf_weight=0.0011157118142670844 0.0010028789280760496 0.0013792910820121058 0.0019970735803587951 0.0010653223224875578 0.0015052235558414744 0.001478612608798038
leaf_count=380 304 536 581 142 1057 910
internal_value=0 0.00129608 0.00318555 -0.00164451 0.0056958 -0.00165866
internal_weight=0 0.00854123 0.00742552 0.00542845 0.00404916 0.00254393
internal_count=3910 3606 3226 2645 2109 1052
is_linear=0
shrinkage=0.1


Tree=6533
num_leaves=8
num_cat=0
split_feature=1 42 3 47 49 52 4
split_gain=1.82295e-05 3.27443e-05 3.27153e-05 3.91245e-05 3.49423e-05 3.48958e-05 5.72445e-05
threshold=0.12730000000000002 0.091955000000000023 -0.100615 0.077735000000000012 -0.053904999999999988 0.086950000000000013 -0.077679999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00023934415451244774 0.00021133030191695934 -0.000350190265409137 -0.00028395710442631232 -0.00039285205344966924 0.00056403628762071367 -0.00020548533353271765 -1.0085127811322348e-05
leaf_weight=0.0018076585783485697 0.0013023478634172888 0.0011225526565456891 0.0011642223523719028 0.0011159409315242702 0.0011071052388979001 0.0010237172180324154 0.0016823496230624296
leaf_count=450 345 732 291 334 493 511 754
internal_value=0 -3.68283e-05 7.69341e-06 -6.10285e-05 1.3367e-05 0.000104145 0.000217778
internal_weight=0 0.00902355 0.00790099 0.00609334 0.00497739 0.00381317 0.00278945
internal_count=3910 3565 2833 2383 2049 1758 1247
is_linear=0
shrinkage=0.00196078


Tree=6534
num_leaves=8
num_cat=0
split_feature=15 16 4 0 13 1 43
split_gain=5.14425e-05 3.23647e-05 5.0558e-05 8.52445e-05 3.51475e-05 7.13913e-05 5.50032e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.0057500000000000008 -0.10575999999999998 -0.003375 0.086560000000000012 -0.062599999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 -3
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00040965320499889839 -0.0003051634360409372 0.00035656408693241306 0.00057380225842912466 -0.00012654933980336321 4.2291649599415607e-06 -0.00062160424443971683 -0.00019678783320760995
leaf_weight=0.0010196594029987559 0.0016329812172078519 0.0012394418446474232 0.0013188809009599864 0.0013543102480058672 0.0016564379520828242 0.0012146865696439505 0.0015597228059528231
leaf_count=317 337 919 107 367 480 367 1016
internal_value=0 -5.2722e-05 -3.31435e-06 0.000218985 -0.000108115 -0.000260542 4.82308e-05
internal_weight=0 0.00997646 0.00834348 0.00267319 0.00567029 0.00287112 0.00279916
internal_count=3910 3593 3256 474 2782 847 1935
is_linear=0
shrinkage=0.00196078


Tree=6535
num_leaves=8
num_cat=0
split_feature=4 160 151 2 12 43 4
split_gain=1.58334e-05 2.006e-05 5.65579e-05 6.94279e-05 5.61157e-05 6.73804e-05 4.54271e-05
threshold=0.27608500000000008 0.090735000000000024 -0.075719999999999996 0.10393500000000001 0.092150000000000024 -0.0037249999999999996 -0.0083799999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00040982617819199134 0.00018192296476157296 -0.00028494204420056578 -0.00043111400840852417 -0.00040704511880439978 0.00036842123110800227 0.00043290441439775831 -0.00015245131222978386
leaf_weight=0.0011061722951071799 0.0015063021232530659 0.0010874703047995806 0.0013370756640980019 0.0017268417625967928 0.0014842238844315712 0.0010024031364155575 0.0010370812701446202
leaf_count=421 441 347 981 516 680 370 154
internal_value=0 -3.56671e-05 -4.3363e-07 -6.93231e-05 5.0656e-05 -8.90231e-05 0.00013525
internal_weight=0 0.00878127 0.0076938 0.00658763 0.00486078 0.00337656 0.00203948
internal_count=3910 3469 3122 2701 2185 1505 524
is_linear=0
shrinkage=0.00196078


Tree=6536
num_leaves=7
num_cat=0
split_feature=4 42 4 43 1 43
split_gain=1.28023e-05 1.74156e-05 3.22403e-05 3.20494e-05 4.71819e-05 4.9276e-05
threshold=0.27608500000000008 0.088915000000000008 0.080255000000000007 0.0016850000000000001 0.095575000000000007 -0.083899999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0093324314175871111 0.0087972354393954563 -0.011436732776435369 -0.015624841096539303 0.017422800363936949 0.014319507058987643 -0.01754979506277252
leaf_weight=0.0010722152262807167 0.0014010758440614777 0.0014625028202666967 0.001035044657253412 0.0012898367927758284 0.001440875266519604 0.0018730220596934334
leaf_count=601 441 998 194 318 391 967
internal_value=0 -0.00154869 0.00060617 0.003566 -0.000508914 -0.00776331
internal_weight=0 0.0081735 0.00671099 0.00567595 0.00438611 0.00294524
internal_count=3910 3469 2471 2277 1959 1568
is_linear=0
shrinkage=0.1


Tree=6537
num_leaves=9
num_cat=0
split_feature=14 49 2 4 47 52 43 2
split_gain=3.07661e-05 4.30379e-05 5.43942e-05 0.000110128 5.06366e-05 4.63562e-05 4.76041e-05 4.19249e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.10946500000000002 -0.34687499999999999 0.09252500000000001 -0.084699999999999984 -0.0037249999999999996 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=-0.00033989148038450582 -0.00070936966574216631 0.0003852613824588032 0.00027257804257663351 -0.0002568210239281648 -0.00033812073511009174 -0.00011376262832242817 0.00064669717381786722 0.00010847012649532058
leaf_weight=0.0010220991941686927 0.0010017212076048132 0.0010879641426416514 0.0018212424119060672 0.0010902646821090278 0.0013522089546840216 0.001161424080633354 0.0011060997658861966 0.001119649916161074
leaf_count=196 183 701 440 338 243 1154 313 342
internal_value=0 1.77003e-05 -2.85162e-05 -0.000108788 -5.58855e-06 9.48378e-05 0.00020803 0.000375945
internal_weight=0 0.00974058 0.00865261 0.00683137 0.00582965 0.00447744 0.00338717 0.00222575
internal_count=3910 3714 3013 2573 2390 2147 1809 655
is_linear=0
shrinkage=0.00196078


Tree=6538
num_leaves=7
num_cat=0
split_feature=11 13 49 1 52 2
split_gain=1.29284e-05 1.93712e-05 3.01667e-05 3.47466e-05 8.8312e-05 6.06865e-05
threshold=1.0000000180025095e-35 0.083175000000000013 -0.07107999999999999 0.11183500000000002 0.086950000000000013 0.089785000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014828436632293615 -0.010748830837759933 0.011934693056360862 0.0024805648728808971 -0.010426291803629526 -0.018834280060828015 0.029900128719869114
leaf_weight=0.0012765550304022627 0.0010095893122787801 0.0014087126686248841 0.0017858648175840381 0.0016032172952912191 0.001020671533816677 0.0014729130363708752
leaf_count=315 304 315 1093 453 791 639
internal_value=0 0.00121549 -0.000893714 0.00213016 0.0068342 0.0148737
internal_weight=0 0.00856793 0.00715922 0.00588267 0.00427945 0.00325878
internal_count=3910 3606 3291 2976 2523 1732
is_linear=0
shrinkage=0.1


Tree=6539
num_leaves=7
num_cat=0
split_feature=1 42 3 47 49 0
split_gain=1.33422e-05 2.44483e-05 2.26735e-05 3.89515e-05 3.03575e-05 3.00929e-05
threshold=0.12730000000000002 0.091955000000000023 -0.100615 0.077735000000000012 -0.0057999999999999987 -0.083424999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.010847833227487502 0.0097584473000398193 -0.015830653245329295 -0.0095145609383433527 -0.020033705481031824 0.016105987395657408 -0.0041931036550233924
leaf_weight=0.0016602250145067192 0.0012132458596976767 0.0010373452927983431 0.0016265973549972586 0.0010295841498952542 0.0017153604455566493 0.0012717763147774273
leaf_count=450 345 732 477 334 848 724
internal_value=0 -0.00146506 0.000575335 -0.00244676 0.00147788 0.00746363
internal_weight=0 0.00834089 0.00730354 0.00564332 0.00461373 0.00298714
internal_count=3910 3565 2833 2383 2049 1572
is_linear=0
shrinkage=0.1


Tree=6540
num_leaves=7
num_cat=0
split_feature=42 160 160 49 52 4
split_gain=1.38319e-05 2.85952e-05 3.23462e-05 5.15792e-05 5.42401e-05 4.86302e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 -0.047894999999999993 0.048490000000000012 0.074650000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0085748335292172503 -0.0091257408772779467 0.025951704193081016 -0.011443182902724501 -0.022562000211197971 0.017304121172210637 0.0063868520406401485
leaf_weight=0.0015824027374516719 0.0018773477095836493 0.0012411112417976965 0.0010002682684653423 0.0010827194577270704 0.0015046008741507765 0.0012504969922434426
leaf_count=1060 1040 241 291 624 383 271
internal_value=0 0.00166212 0.00499357 0.00823071 0.00249992 -0.00704674
internal_weight=0 0.00795654 0.0060792 0.00507893 0.00383782 0.00233322
internal_count=3910 2850 1810 1519 1278 895
is_linear=0
shrinkage=0.1


Tree=6541
num_leaves=7
num_cat=0
split_feature=1 0 15 151 2 1
split_gain=1.362e-05 2.66008e-05 2.17743e-05 3.91513e-05 5.56682e-05 7.06654e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019 0.11052000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.017132936936592218 -0.010421895860715579 0.0020070114332876167 -0.0088909819029696184 -0.0020801308316481235 0.039576074714326552 0.0025686878894417529
leaf_weight=0.0012005284721081863 0.0011891848282271945 0.0018375493874256477 0.0013220581688998811 0.0019020695639631454 0.0010639921563597495 0.0010017863506114767
leaf_count=1642 318 366 571 488 265 260
internal_value=0 -0.00555634 0.0025586 0.00549382 0.0102638 0.0216296
internal_weight=0 0.00303808 0.00647909 0.00515703 0.00396785 0.00206578
internal_count=3910 2008 1902 1331 1013 525
is_linear=0
shrinkage=0.1


Tree=6542
num_leaves=8
num_cat=0
split_feature=1 4 48 47 4 1 0
split_gain=2.32797e-05 2.87062e-05 2.78409e-05 5.91453e-05 6.95891e-05 5.76386e-05 5.43512e-05
threshold=0.076710000000000014 -0.083329999999999987 0.086215000000000014 0.09252500000000001 -0.0086749999999999969 0.10723500000000001 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -4
right_child=2 -3 6 -5 5 -7 -8
leaf_value=8.6599006901270342e-06 -8.5052668465760459e-05 -0.00035966835905295647 -0.00046404585643598892 -0.00025048839187749881 0.00078135850776753831 0.00016169292002522997 0.00015205573587459938
leaf_weight=0.0019511779628872471 0.0014209458210662986 0.0013952417306209506 0.0010114518483817503 0.0011606055156543724 0.0011356204987931504 0.001173436832031056 0.0012079870333204217
leaf_count=454 747 1554 86 186 206 358 319
internal_value=0 -0.000144909 5.34189e-05 0.000136075 0.000256356 0.000466451 -0.000128717
internal_weight=0 0.00334642 0.00711005 0.00489061 0.00373 0.00230906 0.00221944
internal_count=3910 2008 1902 1497 1311 564 405
is_linear=0
shrinkage=0.00196078


Tree=6543
num_leaves=8
num_cat=0
split_feature=1 0 150 16 16 15 2
split_gain=1.55616e-05 3.90865e-05 2.76751e-05 7.23333e-05 3.27311e-05 5.82512e-05 1.16481e-05
threshold=0.076710000000000014 -0.070894999999999986 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.017214999999999998 0.10137500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -3
right_child=2 6 -4 4 5 -7 -8
leaf_value=-0.00037877419599736896 -0.00044767634920768332 0.00020234283325711453 0.00027044973745772767 0.00029095953902712619 -0.00031580865335551633 0.00028906467516457129 -9.5431032830504457e-05
leaf_weight=0.00133331528399914 0.0012021922772237122 0.0010122363579404469 0.0016050290837017582 0.0018772740631372363 0.0014032717392641239 0.0010857176233174486 0.0010080130765136568
leaf_count=1642 274 109 362 501 324 441 257
internal_value=0 -0.000118203 4.36015e-05 -2.17843e-05 9.54794e-05 -5.19579e-05 5.37671e-05
internal_weight=0 0.00335356 0.00717348 0.00556846 0.00436626 0.00248899 0.00202025
internal_count=3910 2008 1902 1540 1266 765 366
is_linear=0
shrinkage=0.00196078


Tree=6544
num_leaves=7
num_cat=0
split_feature=11 43 15 13 16 52
split_gain=1.29806e-05 1.94261e-05 4.58568e-05 2.2386e-05 4.44443e-05 5.88917e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 -0.053579999999999996 -0.09547499999999999 -0.19424999999999998 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.02439836453789598 -0.010797313577651995 0.0074030995658921107 -0.0015563070037953692 -0.024438402038658092 -0.013854215930807609 0.014761130728172908
leaf_weight=0.0010630476938720441 0.0010037461909501782 0.0016782806899532402 0.0018927626919655475 0.0010122314011394521 0.0014940941020958817 0.0013867478175821155
leaf_count=811 304 336 910 192 356 1001
internal_value=0 0.00122532 0.00777821 -0.00225123 -0.00641315 -7.96769e-05
internal_weight=0 0.00852716 0.00295581 0.00557135 0.00389307 0.00288084
internal_count=3910 3606 1721 1885 1549 1357
is_linear=0
shrinkage=0.1


Tree=6545
num_leaves=8
num_cat=0
split_feature=4 1 12 52 16 15 0
split_gain=1.77695e-05 5.63873e-05 2.43016e-05 4.63287e-05 6.42522e-05 4.83716e-05 3.48429e-05
threshold=0.24280000000000004 0.11198000000000001 0.098845000000000016 0.091210000000000013 0.081265000000000018 -0.0063699999999999989 -0.083934999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.00018665182369793858 -0.00017743807494319786 0.0004432577705824517 -0.00031406232524559797 0.00030131784854347626 -0.00044789287608515118 0.00050548108579321466 -4.8035940914866144e-06
leaf_weight=0.0019209119127298734 0.0010800755559646261 0.0011747313843271721 0.0011562276146427986 0.0014738954486436442 0.0014264796453077556 0.0010115938936423132 0.0010468384645188704
leaf_count=770 196 353 506 621 490 433 541
internal_value=0 0.000145938 -5.10401e-05 -6.83571e-06 -9.08536e-05 3.71346e-05 0.00024597
internal_weight=0 0.00225481 0.00803595 0.00687972 0.00540582 0.00397934 0.00205843
internal_count=3910 549 3361 2855 2234 1744 974
is_linear=0
shrinkage=0.00196078


Tree=6546
num_leaves=8
num_cat=0
split_feature=1 457 2 3 3 3 15
split_gain=2.31269e-05 3.90893e-05 5.45691e-05 0.000119307 3.61756e-05 4.64059e-05 3.02792e-05
threshold=0.088010000000000019 0.041935000000000007 0.11462500000000002 0.076695000000000013 -0.115685 -0.069909999999999986 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 6 -1 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00018378493936833053 -0.00011298621091101743 0.00041298933353281904 0.00031967502787718754 -0.00064157504048824277 -0.00052115988729587717 -3.8259505991785344e-05 0.00032899357452677216
leaf_weight=0.0011269137750975801 0.00113429213998278 0.0010478512429312513 0.0014341544704392717 0.0011856341839225721 0.0012442337130572855 0.001986835449573524 0.0012556059853514774
leaf_count=200 316 197 364 150 1694 431 558
internal_value=0 6.8587e-05 -3.44992e-06 -0.000133056 -0.000118713 -0.000224217 0.000119221
internal_weight=0 0.00605754 0.00500969 0.00357553 0.00435798 0.00323107 0.0023899
internal_count=3910 1585 1388 1024 2325 2125 874
is_linear=0
shrinkage=0.00196078


Tree=6547
num_leaves=8
num_cat=0
split_feature=50 484 133 43 52 1 2
split_gain=1.36573e-05 3.31158e-05 2.99727e-05 4.10322e-05 6.8011e-05 7.72749e-05 4.0413e-05
threshold=0.086465000000000014 0.085515000000000022 0.087615000000000012 -0.074254999999999988 0.071660000000000015 0.095575000000000007 0.086650000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00028306528780225787 -0.010726165847070604 0.018007355690834 -0.016702675928160108 -0.029063211546006759 0.018172805027960433 0.0023096604493558172 0.027034793087093747
leaf_weight=0.0011399550120604635 0.0010647682096477 0.0010395719844763828 0.0010502274355221695 0.0013967840681153936 0.0010257402555213478 0.0017928265332811829 0.0010315972532170779
leaf_count=340 715 386 641 483 541 451 353
internal_value=0 0.00128954 -0.0010473 0.00152698 -0.0042259 -0.011429 0.0126943
internal_weight=0 0.0084767 0.00743713 0.0063869 0.00421535 0.00318961 0.00217155
internal_count=3910 3195 2809 2168 1475 934 693
is_linear=0
shrinkage=0.1


Tree=6548
num_leaves=9
num_cat=0
split_feature=11 16 2 4 0 16 1 0
split_gain=1.76688e-05 2.07463e-05 3.24319e-05 8.95933e-05 3.75267e-05 5.07907e-05 3.35748e-05 3.0072e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.06402999999999999 -0.096824999999999981 0.089175000000000018 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=-0.00021585706707168481 -0.00025243716217332972 -0.00054496285096782904 2.1140264894702321e-05 0.0003695901535391696 0.00041306068488635236 5.1023864927662894e-05 -0.00038304898440667226 0.0004861112787807029
leaf_weight=0.0012485600323689861 0.001019854581609708 0.0010289776390198738 0.001030003075444182 0.0010410980105370472 0.0010857898767726889 0.0015733342391687655 0.0012134892817830725 0.001112248768251241
leaf_count=394 279 141 133 276 174 1575 490 448
internal_value=0 1.93834e-05 5.57116e-05 -1.88511e-05 9.13217e-05 6.04324e-08 -0.000137988 0.000262551
internal_weight=0 0.0093335 0.00808494 0.00594269 0.00491371 0.00382792 0.00278682 0.00214225
internal_count=3910 3631 3237 2656 2515 2341 2065 581
is_linear=0
shrinkage=0.00196078


Tree=6549
num_leaves=7
num_cat=0
split_feature=1 4 0 1 1 3
split_gain=1.3019e-05 2.84265e-05 2.58307e-05 2.40734e-05 3.64032e-05 2.71701e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.084074999999999997 0.096035000000000023 0.10786000000000001 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0054025726525009027 0.014855747526841587 -0.021276004588245141 5.9820715883787424e-05 -0.017236217215557428 0.012711996952050691 -0.0058228551753829426
leaf_weight=0.0016971960682221083 0.0013225708057412458 0.0012603975441843754 0.0010320896515692499 0.0010032468156054553 0.0018038158447463383 0.001408401442703705
leaf_count=189 454 1181 955 379 506 246
internal_value=0 -0.00440768 -0.0116705 0.00308499 -0.000607999 0.00458536
internal_weight=0 0.00398968 0.00229249 0.00553803 0.00421546 0.00321222
internal_count=3910 2325 2136 1585 1131 752
is_linear=0
shrinkage=0.1


Tree=6550
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=1.28181e-05 2.46794e-05 3.96231e-05 3.34008e-05 4.52969e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 0.022165000000000004 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0098954012966121566 0.008796516515146853 -0.016219168490943851 0.010961197904631327 0.0049347491740544839 -0.02100302612218008
leaf_weight=0.001524384411868889 0.0013978862074806855 0.0019421563482348164 0.0019049154800540491 0.0015579335280182143 0.0011857257072113172
leaf_count=556 441 607 1536 383 387
internal_value=0 -0.00157132 -0.00422348 0.000788271 -0.00627476
internal_weight=0 0.00811512 0.00659073 0.00464857 0.00274366
internal_count=3910 3469 2913 2306 770
is_linear=0
shrinkage=0.1


Tree=6551
num_leaves=8
num_cat=0
split_feature=11 1 3 52 133 4 1
split_gain=1.30922e-05 1.46134e-05 4.84229e-05 2.28762e-05 4.16791e-05 2.91332e-05 4.1185e-06
threshold=1.0000000180025095e-35 0.10113500000000002 0.090325000000000003 0.086950000000000013 0.065880000000000008 -1.0000000180025095e-35 0.11634000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.0031928241579343439 -0.010852382417154159 0.021479307045607975 0.0012047777175350197 -0.013518549017295538 0.019312792045145584 -0.017875799948147784 -0.0077913737207289755
leaf_weight=0.0018230504242718742 0.001002397254145697 0.0012986718985775495 0.001031570172074614 0.0013097819860612677 0.0010028468809131241 0.0010255202176023795 0.0010043599182141148
leaf_count=827 304 526 118 877 752 306 200
internal_value=0 0.00123145 0.00639118 -0.0021022 0.00178024 -0.00439214 -0.00323318
internal_weight=0 0.0084958 0.0033346 0.0051612 0.00385142 0.00284857 0.00203593
internal_count=3910 3606 844 2762 1885 1133 318
is_linear=0
shrinkage=0.1


Tree=6552
num_leaves=8
num_cat=0
split_feature=15 15 13 13 3 0 16
split_gain=6.53118e-05 6.13089e-05 5.19503e-05 8.42847e-05 7.2643e-05 8.22036e-05 6.03965e-05
threshold=-0.24219999999999997 -0.10981499999999998 0.083175000000000013 -0.09547499999999999 -0.082139999999999977 -0.10131499999999999 -0.070594999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.00045221487083403259 -0.00044541230879826025 0.00028398262037641528 0.00031391033779836023 0.00019079382255762469 -0.00038667670662856 -0.00064045657213505935 0.00026762222342448515
leaf_weight=0.001083470145281277 0.0013379801095841698 0.0019299496846649925 0.0016929773000034908 0.0013957781164283534 0.0011316090271348278 0.0017904535837356644 0.0010417064886903116
leaf_count=317 339 314 360 1118 132 1215 115
internal_value=0 -5.3837e-05 4.48989e-06 -6.73727e-05 -0.000193894 -0.000329356 -7.30603e-05
internal_weight=0 0.0103205 0.00898247 0.0072895 0.00535955 0.00396377 0.00217332
internal_count=3910 3593 3254 2894 2580 1462 247
is_linear=0
shrinkage=0.00196078


Tree=6553
num_leaves=7
num_cat=0
split_feature=1 151 4 2 4 0
split_gain=2.87448e-05 3.84037e-05 5.67737e-05 4.99135e-05 4.92613e-05 3.15581e-05
threshold=0.076710000000000014 -0.086769999999999986 0.24280000000000004 0.092450000000000018 -0.0025899999999999994 0.047345000000000005
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00032474285471629106 0.0004168345170329098 0.00030844009206468698 0.00029204945814208965 -0.00040058313887372885 -0.00019652108901722684 5.356269861537345e-05
leaf_weight=0.0019171730252852 0.0010002568456258165 0.0013626496545472925 0.0018620752517513684 0.001546388369964782 0.0016327508869009371 0.0015198837101043253
leaf_count=1913 186 648 424 381 263 95
internal_value=0 5.95247e-05 3.71444e-06 -0.000114499 3.31928e-05 -0.000157454
internal_weight=0 0.00740412 0.00640386 0.00454179 0.0029954 0.00343706
internal_count=3910 1902 1716 1292 911 2008
is_linear=0
shrinkage=0.00196078


Tree=6554
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 13 0
split_gain=2.33242e-05 3.99118e-05 3.96885e-05 4.37067e-05 4.9554e-05 6.13047e-05 4.82984e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.096385000000000012 0.094010000000000024 -0.0038299999999999996 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00038219380260586606 -0.00029268120770811453 0.00034338816552577226 -0.0002621112025595892 0.00027289202387049537 -0.00040629048481830943 -4.1219571899641684e-05 0.00052916372337778782
leaf_weight=0.0010627692769158113 0.0010034590299591436 0.0012815791002211722 0.001540517510352315 0.0019624385434906175 0.0012746080548354287 0.0011410803353506319 0.0011419881926020194
leaf_count=282 689 396 1254 189 661 105 334
internal_value=0 2.18017e-05 -2.8933e-05 2.424e-05 -7.14732e-05 4.01395e-05 0.000244085
internal_weight=0 0.00940498 0.0081234 0.00706063 0.00509819 0.00382359 0.00228307
internal_count=3910 3221 2825 2543 2354 1693 439
is_linear=0
shrinkage=0.00196078


Tree=6555
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 1 2
split_gain=1.37679e-05 2.9956e-05 2.90448e-05 4.6694e-05 5.32486e-05 2.86918e-05 5.54453e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083899999999999988 0.089910000000000004 0.089455000000000021 0.11542500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.0085617876607424412 -0.012741416523101762 0.026416520637676938 -0.011008260669470207 -0.013093265574071106 0.022845884272238683 -0.013453145144425336 0.01914400088652659
leaf_weight=0.0015871346784909453 0.0012258712716800681 0.0010237047878204628 0.0010523586986911481 0.001447867699194731 0.001128683858515148 0.0010303063242494102 0.0010572482418491911
leaf_count=1060 521 418 274 892 329 166 250
internal_value=0 0.00163774 0.00425296 0.00707659 0.00283175 0.0100008 0.00305578
internal_weight=0 0.00796604 0.00674017 0.00568781 0.00466411 0.00321624 0.00208755
internal_count=3910 2850 2329 2055 1637 745 416
is_linear=0
shrinkage=0.1


Tree=6556
num_leaves=7
num_cat=0
split_feature=1 42 457 2 3 43
split_gain=2.96707e-05 4.86996e-05 4.90019e-05 5.09393e-05 8.69287e-05 5.93254e-05
threshold=0.12730000000000002 0.088915000000000008 0.069705000000000003 0.11260500000000001 0.090325000000000003 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00026756057303775648 0.00026089069934595534 -0.00035347239172146963 0.00033244778398428107 0.00027864473474707783 -0.00059454329885363379 0.00023206846683528976
leaf_weight=0.0017010482212888702 0.0013644081698037736 0.0016591114398446039 0.0015194109787120269 0.0013433880978422578 0.0012683265369395763 0.0019740450023177404
leaf_count=1294 345 1025 278 247 142 579
internal_value=0 -4.83968e-05 1.6443e-05 -5.99298e-05 -0.000151938 8.10907e-07
internal_weight=0 0.00946533 0.00780622 0.00628681 0.00494342 0.00367509
internal_count=3910 3565 2540 2262 2015 1873
is_linear=0
shrinkage=0.00196078


Tree=6557
num_leaves=9
num_cat=0
split_feature=11 133 3 47 0 0 0 15
split_gain=3.59729e-05 3.10198e-05 5.14905e-05 3.91138e-05 4.28067e-05 5.47343e-05 4.68282e-05 2.95808e-05
threshold=0.078340000000000007 0.098810000000000023 -0.10628499999999998 0.087850000000000025 -0.082994999999999985 -0.14136999999999997 -0.23029999999999998 -0.094119999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -5
right_child=-2 -3 3 7 -6 -7 -8 -9
leaf_value=0.00043051923811048714 -0.00036206762759323361 -0.00029444106938903726 0.00027398952503072922 -0.00044489325272126012 -0.00019954154203719485 0.00046459480553251025 -0.00027113254300805729 1.9450803782404545e-05
leaf_weight=0.0012665289636800917 0.0010056209509493935 0.0010341877683800954 0.0012232748615743638 0.0011048399008315446 0.0014489348487886234 0.0016791236409393231 0.0012004209619704575 0.0010093182832514071
leaf_count=213 263 602 109 191 1052 1099 185 196
internal_value=0 2.70437e-05 6.42649e-05 3.75389e-06 9.01842e-05 0.000192503 3.99857e-06 -0.000223211
internal_weight=0 0.00996663 0.00893244 0.00766591 0.00555175 0.00410282 0.0024237 0.00211416
internal_count=3910 3647 3045 2832 2445 1393 294 387
is_linear=0
shrinkage=0.00196078


Tree=6558
num_leaves=7
num_cat=0
split_feature=1 0 150 16 4 15
split_gain=1.5799e-05 2.62157e-05 2.11294e-05 5.27147e-05 3.27768e-05 5.77995e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 -0.034289999999999994 -0.10981499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.014299644097351107 -0.020060122922151764 0.0043279447549154507 0.01330806322174519 -0.0073843334672396913 -0.0064770402046135621 0.023957133140156184
leaf_weight=0.0016946366226060158 0.0010692847545085166 0.0013633488923315126 0.0014614498669719596 0.0013997438487934003 0.0010499854976625742 0.0015382015994758651
leaf_count=1913 274 95 362 745 216 305
internal_value=0 -0.00599486 0.00271728 -0.000343283 0.0049434 0.0116105
internal_weight=0 0.00305799 0.00651867 0.00505722 0.00398793 0.00258819
internal_count=3910 2008 1902 1540 1266 521
is_linear=0
shrinkage=0.1


Tree=6559
num_leaves=9
num_cat=0
split_feature=50 4 12 3 2 13 0 4
split_gain=2.69529e-05 3.61555e-05 3.4542e-05 4.81561e-05 5.79339e-05 5.81367e-05 4.18487e-05 3.00035e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.096385000000000012 0.094010000000000024 -0.0038299999999999996 -0.10209999999999998 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -5
right_child=-2 -3 3 7 -6 6 -8 -9
leaf_value=-0.00035202238302342001 -0.00031589130021585999 0.00032874767282295658 -0.00024484707173375438 4.3323614402664411e-05 -0.0004299945090989705 -1.9706859475520865e-05 0.00050711992494599533 0.00052131303001686055
leaf_weight=0.001084273239599017 0.0010058536395299135 0.0012765853567793086 0.0015880539343306071 0.0010180108682995171 0.0013271210418351886 0.0011664288219800092 0.0011524718700450453 0.0010016718445996706
leaf_count=282 689 396 1254 138 661 105 334 51
internal_value=0 2.14511e-05 -2.55972e-05 2.3196e-05 -7.6046e-05 4.41839e-05 0.000242121 0.000280385
internal_weight=0 0.00961462 0.00833803 0.00725376 0.00523408 0.00390695 0.0023189 0.00201968
internal_count=3910 3221 2825 2543 2354 1693 439 189
is_linear=0
shrinkage=0.00196078


Tree=6560
num_leaves=9
num_cat=0
split_feature=11 3 15 3 43 1 3 13
split_gain=2.75749e-05 3.76063e-05 4.44181e-05 8.18367e-05 7.55887e-05 6.02276e-05 0.000110178 4.92063e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.017214999999999998 0.10666500000000002 -0.075819999999999985 0.094485000000000013 0.11265500000000002 -0.0043499999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 -6 -7 -4
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00032965291923033117 -0.00031302960622744708 -0.00061687035763599032 -0.00038556951664936597 0.00054231227798963509 -0.00040351956257755417 0.00065196315252254069 -0.00019047692349181362 0.00017723831338266243
leaf_weight=0.0013253739319028937 0.001040577745200672 0.0010487208100145341 0.0010852821964460215 0.0012497935371474571 0.0010834159449371085 0.0010032173859326802 0.0014735620979831414 0.0013281867778234663
leaf_count=247 279 802 1230 105 430 191 219 407
internal_value=0 2.30186e-05 -2.61105e-05 0.000135052 -0.000154206 -1.79199e-05 0.000150753 -7.58436e-05
internal_weight=0 0.00959755 0.00827218 0.00366326 0.00460892 0.0035602 0.00247678 0.00241347
internal_count=3910 3631 3384 1742 1642 840 410 1637
is_linear=0
shrinkage=0.00196078


Tree=6561
num_leaves=8
num_cat=0
split_feature=50 4 2 48 42 13 0
split_gain=2.22917e-05 3.29689e-05 3.60548e-05 4.59703e-05 6.70002e-05 3.534e-05 3.08863e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.083775000000000002 0.084100000000000022 -0.003375 -0.083424999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00030504334323793261 -0.0002825403351225609 0.00031504708213768272 -0.00034948867400020467 0.00029493876737394424 -0.00041535794889787004 0.00013400175048444132 -0.00032512507149309812
leaf_weight=0.0015260038880979261 0.0010176248657872292 0.0012839436436124117 0.0011217106679001576 0.0018474005160392703 0.0014983449318923723 0.0012024793391573279 0.0010598231844480915
leaf_count=529 689 396 331 467 922 168 408
internal_value=0 2.27528e-05 -2.27051e-05 2.86761e-05 -6.43683e-05 7.44545e-05 -8.10859e-05
internal_weight=0 0.00953971 0.00825576 0.00713405 0.00528665 0.00378831 0.0022623
internal_count=3910 3221 2825 2494 2027 1105 576
is_linear=0
shrinkage=0.00196078


Tree=6562
num_leaves=7
num_cat=0
split_feature=4 42 0 0 49 2
split_gain=1.45909e-05 2.04018e-05 2.43526e-05 6.74493e-05 5.02207e-05 4.35507e-05
threshold=0.27608500000000008 0.088465000000000002 -0.017269999999999997 -0.082604999999999998 -0.0057999999999999987 0.084065000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0095590756128672624 0.0092998428502572544 -0.012153256556142557 0.011024193785221485 -0.024842379497214229 0.026905785941773609 -0.0013419907822116526
leaf_weight=0.0017033896179766395 0.0014147823634483277 0.0015200101440202276 0.0016981496865810554 0.001088924202960904 0.0011367359580121443 0.0010498806629452985
leaf_count=377 441 1042 278 749 293 730
internal_value=0 -0.00169704 0.000683274 -0.00284367 0.00331439 0.0133429
internal_weight=0 0.00819709 0.00667708 0.00497893 0.00389001 0.00218662
internal_count=3910 3469 2427 2149 1400 1023
is_linear=0
shrinkage=0.1


Tree=6563
num_leaves=8
num_cat=0
split_feature=1 15 3 150 16 16 51
split_gain=1.30343e-05 2.70006e-05 3.59579e-05 2.00592e-05 4.47503e-05 2.77718e-05 4.10547e-05
threshold=0.076710000000000014 0.024640000000000006 -0.044019999999999997 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.09021499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7
right_child=3 -3 -4 -5 5 6 -8
leaf_value=-0.02519370791106525 -0.018682348483116545 0.007797916463211269 0.0013526092558890515 0.012760903575318268 0.013992683302256882 0.011335210401679086 -0.015531326727895395
leaf_weight=0.0010342417800096333 0.0010704262105123612 0.0010245580172150519 0.0010071290516997819 0.0014650049437876572 0.0017069163991050812 0.0010756937996829379 0.0012069482053252479
leaf_count=927 274 952 129 362 501 285 480
internal_value=0 -0.0054485 -0.0120968 0.00245652 -0.000526884 0.00434435 -0.00287049
internal_weight=0 0.00306593 0.00204137 0.00652499 0.00505998 0.00398956 0.00228264
internal_count=3910 2008 1056 1902 1540 1266 765
is_linear=0
shrinkage=0.1


Tree=6564
num_leaves=9
num_cat=0
split_feature=11 157 160 49 13 1 16 0
split_gain=2.56683e-05 2.55601e-05 7.15657e-05 4.42375e-05 5.0542e-05 7.43164e-05 5.20201e-05 2.29187e-05
threshold=0.077330000000000024 -0.062769999999999979 -1.0000000180025095e-35 0.089635000000000006 -0.083514999999999992 0.090820000000000012 -0.057604999999999996 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00031974119214782468 -0.00029811003048735491 -0.00044372419892143216 0.00026685022961816146 0.0004433193116776692 -4.7321867261568356e-05 -0.00063560020514207547 -5.5989614143028562e-05 0.00035863313089679792
leaf_weight=0.0010065482358706914 0.0010550525598018194 0.0012539968867702252 0.0019471399077822665 0.0010135260321942506 0.0010766424526241804 0.0012050774603668568 0.0011765855384896929 0.0010621726462127314
leaf_count=515 279 783 524 373 620 285 250 281
internal_value=0 2.38638e-05 -1.023e-05 6.24327e-05 2.74479e-06 -0.000111015 -0.000349262 0.000154282
internal_weight=0 0.00974169 0.00873514 0.00748114 0.00646762 0.00452048 0.00238166 0.00213882
internal_count=3910 3631 3116 2333 1960 1436 535 901
is_linear=0
shrinkage=0.00196078


Tree=6565
num_leaves=7
num_cat=0
split_feature=4 151 0 15 47 3
split_gain=1.46465e-05 2.28943e-05 3.72155e-05 3.61069e-05 3.97008e-05 5.88961e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 0.085120000000000015 0.10783500000000001 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0093135063846306373 0.0093296975613362861 -0.020778349210994841 -0.025403212082423812 0.013654457863297617 0.011851379914031443 0.0018339345714890735
leaf_weight=0.0015347432480610074 0.0014133067585965142 0.0011290797033508626 0.0014854344494536578 0.0013087716448915189 0.0010159990409240815 0.001705298359192726
leaf_count=556 441 199 1169 1098 156 291
internal_value=0 -0.00169481 -0.00423748 -0.00085139 -0.00536436 -0.0108462
internal_weight=0 0.00817933 0.00664458 0.0055155 0.00420673 0.00319073
internal_count=3910 3469 2913 2714 1616 1460
is_linear=0
shrinkage=0.1


Tree=6566
num_leaves=7
num_cat=0
split_feature=50 4 2 48 3 1
split_gain=1.5096e-05 2.92451e-05 2.78337e-05 4.34682e-05 5.1779e-05 5.46592e-05
threshold=0.086465000000000014 0.28937500000000005 0.11339500000000001 0.083775000000000002 -0.075954999999999981 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.015923867819903133 -0.011289386119643439 0.016056371199365954 -0.016367286575762221 0.015184793802419766 0.021774405346857987 -0.0070296064113605679
leaf_weight=0.0019531075356586658 0.0010649200419863671 0.0011653892015649273 0.0010151256437520356 0.0016927761044941182 0.0011647333457459482 0.0015166830288190244
leaf_count=1489 715 396 331 466 220 293
internal_value=0 0.00133997 -0.00099582 0.00147031 -0.00353895 0.00548206
internal_weight=0 0.00850781 0.00734243 0.0063273 0.00463452 0.00268142
internal_count=3910 3195 2799 2468 2002 513
is_linear=0
shrinkage=0.1


Tree=6567
num_leaves=9
num_cat=0
split_feature=4 0 157 160 12 160 13 1
split_gain=3.07892e-05 6.45216e-05 3.82489e-05 5.13067e-05 5.77768e-05 5.17819e-05 6.16165e-05 4.59731e-05
threshold=-0.48072499999999996 -1.0000000180025095e-35 -0.071454999999999977 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.060719999999999989 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00033069981986633373 0.00032986443635403995 0.00048018230908313745 -0.00045519649207997437 -0.00044234857693415931 0.00042403587117489808 -0.00031958355532098388 0.00024210921411281416 -0.00028097942117523786
leaf_weight=0.0010373645683760769 0.0010016886704838114 0.0010652247299276852 0.001172604936117933 0.0010080885810236032 0.0019358121905288499 0.001074059838072525 0.0012057925201423129 0.001391345928942869
leaf_count=208 436 207 773 355 659 309 780 183
internal_value=0 2.4438e-05 -3.07956e-05 -7.71853e-05 -1.01783e-05 6.75219e-05 0.000159245 -3.81212e-05
internal_weight=0 0.00985462 0.00878939 0.0077877 0.0066151 0.00560701 0.00453295 0.00259714
internal_count=3910 3702 3495 3059 2286 1931 1622 963
is_linear=0
shrinkage=0.00196078


Tree=6568
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 51 2
split_gain=1.31425e-05 2.59269e-05 3.06625e-05 4.75803e-05 5.41921e-05 2.72452e-05 5.44283e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083899999999999988 0.089910000000000004 0.086950000000000013 0.10869000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.008372727462956104 -0.01178017263095197 0.02640756674419319 -0.011653841482549825 -0.013385661792944854 0.033321170824230001 -0.0033078533885433914 0.0015423667745561819
leaf_weight=0.0015885475521529311 0.0012279812479694075 0.0010264583635447317 0.0010541006990845815 0.0014551019945119601 0.0010051712274556058 0.0010558295010571709 0.0011619792370997559
leaf_count=1060 521 418 274 892 307 211 227
internal_value=0 0.00158662 0.00401524 0.00691062 0.00263263 0.00986452 0.0162821
internal_weight=0 0.00798662 0.00675864 0.00570454 0.00467808 0.00322298 0.00216715
internal_count=3910 2850 2329 2055 1637 745 534
is_linear=0
shrinkage=0.1


Tree=6569
num_leaves=8
num_cat=0
split_feature=14 49 47 15 16 133 4
split_gain=2.89724e-05 3.33723e-05 4.60873e-05 0.000128308 3.8775e-05 7.07198e-05 6.9115e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.09252500000000001 -0.094924999999999995 0.15100500000000003 0.065880000000000008 0.0051950000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.00032532386992246629 0.00069026292828652531 0.00035413991650320607 -0.00031414130218359362 -0.00032319283471466233 -0.00029550676658181676 0.00049134989090947085 0.00028783871577726152
leaf_weight=0.0010179545448647789 0.001031297804869955 0.0010406612982830242 0.0016329839439440967 0.001964488850377671 0.0018395716057785982 0.0010315002207207571 0.0011160431703570637
leaf_count=196 264 701 279 1214 324 726 206
internal_value=0 2.24689e-05 -1.75917e-05 5.17579e-05 -5.88827e-05 4.69742e-05 -0.000101823
internal_weight=0 0.00965655 0.00861589 0.0069829 0.0059516 0.00411203 0.00308053
internal_count=3910 3714 3013 2734 2470 2146 1420
is_linear=0
shrinkage=0.00196078


Tree=6570
num_leaves=9
num_cat=0
split_feature=15 12 48 4 2 12 4 52
split_gain=3.50935e-05 3.77022e-05 6.58619e-05 6.47073e-05 9.07288e-05 0.000117922 4.87674e-05 0.00010431
threshold=-0.24219999999999997 -0.036459999999999992 0.11119000000000002 0.08734500000000002 0.106285 0.093375000000000014 -0.0037349999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0003403185748751626 -0.00037479928436223351 -0.00064718174329074052 -0.00046908644368153489 0.00040023305203855066 0.00048169816613136579 -0.000743243403626202 0.0002688683794888787 0.0001909399941486731
leaf_weight=0.0010157960290798134 0.0011582830930575829 0.0010113162656238911 0.0010108601787987125 0.0017062956122983223 0.0010837602948555649 0.0010078013810607585 0.0016243050888063359 0.0013110348116858979
leaf_count=317 320 634 155 287 351 604 342 900
internal_value=0 -4.23494e-05 1.63175e-06 6.30727e-05 -3.2203e-05 -0.000144616 8.24694e-06 -0.000174038
internal_weight=0 0.00991366 0.00875537 0.00774451 0.00603822 0.00495446 0.00394666 0.00232235
internal_count=3910 3593 3273 3118 2831 2480 1876 1534
is_linear=0
shrinkage=0.00196078


Tree=6571
num_leaves=8
num_cat=0
split_feature=1 2 48 47 0 160 0
split_gain=1.40014e-05 2.38193e-05 1.97337e-05 5.3876e-05 5.63304e-05 8.94405e-05 3.50912e-05
threshold=0.076710000000000014 0.096540000000000015 0.086215000000000014 0.09252500000000001 -0.084154999999999994 -1.0000000180025095e-35 -0.18901999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4
right_child=2 -3 6 -5 -6 -7 -8
leaf_value=-0.015047711021978681 -0.00031677296535974494 0.0026556881381896765 -0.018800275200909971 -0.013229752904218709 -0.0068544581045976403 0.038698242705792071 0.0074360201304777378
leaf_weight=0.0014340768553908381 0.0010787626961044237 0.0016168881190388401 0.0010151133915786564 0.0010810074699727033 0.0010539897671230742 0.0012905008016281744 0.0010240971610665697
leaf_count=1452 195 556 91 186 810 306 314
internal_value=0 -0.00566563 0.00253737 0.00623241 0.0123782 0.0209341 -0.00562434
internal_weight=0 0.00305096 0.00654347 0.00450426 0.00342325 0.00236926 0.00203921
internal_count=3910 2008 1902 1497 1311 501 405
is_linear=0
shrinkage=0.1


Tree=6572
num_leaves=7
num_cat=0
split_feature=1 42 457 49 15 4
split_gain=1.45733e-05 2.73978e-05 2.37862e-05 5.80506e-05 1.74423e-05 4.18746e-05
threshold=0.12730000000000002 0.091955000000000023 0.041935000000000007 -0.0019649999999999997 -0.07142999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.023795726180664608 0.01016988477150715 -0.016782943679521545 0.012427058780599217 -0.0056498391301517056 -0.0030346019843302632 0.02025501972746839
leaf_weight=0.0010247194442359175 0.0012153851476756324 0.0010344767557803752 0.0013804863296279684 0.0017469361909233589 0.0018285130122578303 0.0013361476227628513
leaf_count=397 345 732 316 700 643 777
internal_value=0 -0.00155008 0.0006036 -0.00214594 0.00237092 0.00679848
internal_weight=0 0.00835128 0.0073168 0.00593632 0.0049116 0.00316466
internal_count=3910 3565 2833 2517 2120 1420
is_linear=0
shrinkage=0.1


Tree=6573
num_leaves=7
num_cat=0
split_feature=1 3 0 15 43 3
split_gain=1.37269e-05 2.75627e-05 3.56535e-05 4.74949e-05 2.51343e-05 5.23209e-05
threshold=0.10285500000000002 -0.115685 -0.042499999999999989 -0.0039399999999999991 -0.075819999999999985 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.010434154413212148 -0.0088776177062389727 -0.013112447914578614 -0.022956944702314078 0.010091933064773623 0.021625313370961373 -0.0060328599421615534
leaf_weight=0.0011885254128967317 0.0010118479566309378 0.0018210178841593495 0.0010376401695622087 0.0017107402176337668 0.0015639481002879857 0.0012155490894684342
leaf_count=265 337 1225 165 1318 365 235
internal_value=0 -0.00313188 -0.00666048 -0.00187253 0.00461705 0.00952965
internal_weight=0 0.00575792 0.0045694 0.00353176 0.00379135 0.0027795
internal_count=3910 2973 2708 2543 937 600
is_linear=0
shrinkage=0.1


Tree=6574
num_leaves=8
num_cat=0
split_feature=50 484 133 13 43 4 16
split_gain=1.43658e-05 3.00934e-05 2.89491e-05 3.99828e-05 4.70067e-05 6.70917e-05 0.000115544
threshold=0.086465000000000014 0.085515000000000022 0.087615000000000012 0.00079000000000000012 -0.019509999999999996 0.0057500000000000008 -0.27337499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.014661444353454501 -0.010990641515370089 0.017302450042657288 -0.016292554436644967 0.015130364405689725 -0.025026459279157039 -0.021576575676756068 0.025032982489655731
leaf_weight=0.00114290631297074 0.0010659049385321933 0.0010350688525959688 0.0010489995362795894 0.001633060425527362 0.0014727864688507345 0.0010199499552218552 0.0011114136234648382
leaf_count=623 715 386 641 459 714 200 172
internal_value=0 0.00132796 -0.000897696 0.00163348 -0.00300966 -0.00861331 0.00272829
internal_weight=0 0.00846419 0.00742912 0.00638012 0.00474706 0.00360415 0.00213136
internal_count=3910 3195 2809 2168 1709 1086 372
is_linear=0
shrinkage=0.1


Tree=6575
num_leaves=7
num_cat=0
split_feature=11 48 0 2 43 2
split_gain=1.26261e-05 1.80986e-05 4.58734e-05 4.46329e-05 3.49506e-05 5.2686e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.17307499999999998 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.0098956999756991907 -0.010653292721118202 -0.0048055881696528729 0.021835751789214618 0.015731416094571248 0.00041564736326827993 -0.023538232645897179
leaf_weight=0.0010560858587755273 0.001003490078732701 0.0013256720838958347 0.00126121867026361 0.0011606456659375387 0.0019723975861755975 0.0017179935823507164
leaf_count=151 304 114 591 421 1109 1220
internal_value=0 0.00120787 0.00818319 -0.00184682 -0.00614519 -0.0107356
internal_weight=0 0.00849401 0.00258689 0.00590712 0.00474648 0.00369039
internal_count=3910 3606 705 2901 2480 2329
is_linear=0
shrinkage=0.1


Tree=6576
num_leaves=8
num_cat=0
split_feature=50 484 42 160 0 47 16
split_gain=1.34141e-05 2.61717e-05 3.01142e-05 4.17708e-05 4.54087e-05 3.53588e-05 3.04639e-05
threshold=0.086465000000000014 0.085515000000000022 -1.0000000180025095e-35 0.087825000000000014 -0.070894999999999986 0.08801500000000001 -0.095109999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.014614366748576352 -0.010632773930629053 0.016246097283447513 0.017579706400232816 -0.015675508396720026 0.019061445136175265 -0.015445434068068892 -0.006225928730225521
leaf_weight=0.0012979425324675083 0.0010617820822981213 0.0010278315122913498 0.0011565908024799502 0.0010799568010152662 0.0017395452831474312 0.0011096450445550617 0.0010043693922809633
leaf_count=836 715 386 322 274 537 170 670
internal_value=0 0.00129511 -0.000784888 0.00216249 0.00600754 -0.000935471 0.00651534
internal_weight=0 0.00841588 0.00738805 0.00609011 0.00501015 0.00327061 0.00216096
internal_count=3910 3195 2809 1973 1699 1162 992
is_linear=0
shrinkage=0.1


Tree=6577
num_leaves=8
num_cat=0
split_feature=1 42 457 2 3 3 1
split_gain=1.85134e-05 4.26994e-05 3.14889e-05 5.16121e-05 0.000124778 4.45466e-05 3.09142e-05
threshold=0.12730000000000002 0.088915000000000008 0.041935000000000007 0.11260500000000001 0.090325000000000003 -0.032959999999999996 0.076710000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00036997124836203301 0.00020406314559385887 -0.00033834684101838037 0.00027597987129977249 0.00030375838955411884 -0.0006905073011158853 0.00033936965730250074 8.9661756716291591e-05
leaf_weight=0.0010350563677946536 0.0013083373077457999 0.0015793989923462729 0.0014492581437784008 0.0012760633159142366 0.0011876073884793253 0.0012628233150295464 0.0012325169168364777
leaf_count=1172 345 1025 300 245 142 207 474
internal_value=0 -4.55209e-05 1.66138e-05 -4.60963e-05 -0.00014072 4.42252e-05 -0.000120142
internal_weight=0 0.00902272 0.00744333 0.00599407 0.004718 0.0035304 0.00226757
internal_count=3910 3565 2540 2240 1995 1853 1646
is_linear=0
shrinkage=0.00196078


Tree=6578
num_leaves=9
num_cat=0
split_feature=376 1 52 1 3 4 2 0
split_gain=2.95813e-05 4.83087e-05 5.84424e-05 4.91897e-05 0.000110065 3.71279e-05 4.41164e-05 3.83028e-05
threshold=0.048375000000000008 0.12864500000000004 0.10218500000000001 0.11097000000000001 0.096385000000000012 0.05309500000000001 0.09116500000000001 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00028705699293135557 0.00031017289770592874 0.00035523435712733325 -0.00049532448281155886 -0.00035614026921149204 0.00059560385637925982 0.00024050226421951649 -0.0005080238192184765 0.00019582358250578186
leaf_weight=0.0012021167336742739 0.0010284281728953773 0.001056219583448135 0.0011746131129234932 0.0013838084532387428 0.001160333656396173 0.0010766521252266173 0.001071258989205146 0.001330618311796208
leaf_count=814 206 276 662 245 149 336 506 716
internal_value=0 -3.99907e-05 -8.969e-05 -2.37416e-05 5.50082e-05 -7.90056e-05 -0.000174455 -3.33669e-05
internal_weight=0 0.00945562 0.0083994 0.00722479 0.00584098 0.00468065 0.00360399 0.00253274
internal_count=3910 3704 3428 2766 2521 2372 2036 1530
is_linear=0
shrinkage=0.00196078


Tree=6579
num_leaves=7
num_cat=0
split_feature=15 1 12 3 4 1
split_gain=2.94517e-05 3.68506e-05 4.44478e-05 3.63566e-05 5.02033e-05 7.2064e-05
threshold=0.091600000000000015 0.076710000000000014 0.086935000000000012 -0.10315499999999998 0.097045000000000006 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=8.2900882652539798e-05 -0.00032679267436581927 0.00041332698596713871 -0.00040239905379038795 -0.00011229088715823969 -0.00021926006787838887 0.00043516718022234017
leaf_weight=0.0014490399224256489 0.001010044183072707 0.0012011108885691991 0.0014533148836896768 0.0017858524593425027 0.0019254257613453328 0.0019164963472319133
leaf_count=743 644 326 924 466 398 409
internal_value=0 2.49771e-05 -0.000160106 0.00010364 3.75446e-05 0.000171097
internal_weight=0 0.00973124 0.00290235 0.00682889 0.00562777 0.00370235
internal_count=3910 3266 1667 1599 1273 875
is_linear=0
shrinkage=0.00196078


Tree=6580
num_leaves=7
num_cat=0
split_feature=157 160 42 151 2 3
split_gain=1.17692e-05 6.38801e-05 3.18733e-05 3.08218e-05 4.87383e-05 8.97733e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.086875000000000022 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.0101065097672321 -0.022288868365555839 -0.011444316086445902 -0.008460350725213896 -0.004284351812725521 0.030613681403239348 -0.0053493508364172559
leaf_weight=0.001017195597551551 0.0012361971842493489 0.0013685762620898583 0.0012471658591549604 0.0016920385983137786 0.0018342252844789661 0.0011167140512840681
leaf_count=563 828 875 320 595 615 114
internal_value=0 -0.00127581 0.00230282 0.00549697 0.00924609 0.0170043
internal_weight=0 0.00849492 0.00725872 0.00589014 0.00464298 0.00295094
internal_count=3910 3347 2519 1644 1324 729
is_linear=0
shrinkage=0.1


Tree=6581
num_leaves=8
num_cat=0
split_feature=52 52 16 3 48 12 4
split_gain=4.39649e-05 4.86134e-05 4.91344e-05 5.12869e-05 3.82091e-05 4.29307e-05 3.45824e-05
threshold=-0.27466499999999994 -0.091329999999999981 -0.083564999999999987 -0.040669999999999991 0.084905000000000022 0.086865000000000012 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=-0.00040283725348144283 0.00039358733944572417 4.7470875180164533e-06 -0.00045937754128228111 0.00018114523638802901 -0.00011375342068150986 0.00049213588876251724 -0.00025288556387962951
leaf_weight=0.0010028176438216961 0.0012259274107576457 0.0013148920241479746 0.001534488126665897 0.0015636717109110867 0.0016556101783921032 0.0014734285543607215 0.0012864428041737604
leaf_count=425 376 517 1409 197 275 554 157
internal_value=0 2.77058e-05 -2.31004e-05 -0.000170364 0.000122198 0.000262297 -1.47612e-05
internal_weight=0 0.0100545 0.00882853 0.0043846 0.00444393 0.00278832 0.00285011
internal_count=3910 3485 3109 1763 1346 1071 354
is_linear=0
shrinkage=0.00196078


Tree=6582
num_leaves=8
num_cat=0
split_feature=1 0 15 15 16 151 2
split_gain=1.93514e-05 3.29531e-05 2.77149e-05 4.61881e-05 4.96075e-05 3.23142e-05 8.70573e-05
threshold=0.076710000000000014 0.047345000000000005 0.024640000000000006 -0.017214999999999998 -0.029944999999999996 -0.0088999999999999982 0.092175000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7
right_child=2 -3 -4 -5 -6 6 -8
leaf_value=-0.00030922040751198349 -0.00011382416199724368 8.8110189720980037e-05 -0.00021786351728385784 0.0004692778882359081 -0.00028817608372999973 -0.00011456948190734615 0.00067915452254658918
leaf_weight=0.001797008826874815 0.0011246587409390351 0.0014501050776825639 0.0012119166154919295 0.0011020858659000375 0.0013842759329444477 0.0010243816975166612 0.0011037056435061043
leaf_count=1913 191 95 544 325 368 254 220
internal_value=0 -0.000131779 5.15676e-05 0.000108463 2.27075e-05 0.000155011 0.000297085
internal_weight=0 0.00324711 0.00695102 0.00573911 0.00463702 0.00325275 0.00212809
internal_count=3910 2008 1902 1358 1033 665 474
is_linear=0
shrinkage=0.00196078


Tree=6583
num_leaves=7
num_cat=0
split_feature=1 0 15 15 16 0
split_gain=1.41827e-05 2.87104e-05 2.25664e-05 4.21581e-05 4.58706e-05 3.7516e-05
threshold=0.076710000000000014 0.047345000000000005 0.024640000000000006 -0.017214999999999998 -0.055679999999999993 -0.15007499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.014449284765003132 -0.001075623839023233 0.005131276906984345 -0.010228473055770761 0.023548542882590378 -0.01332562929660816 0.02226564918801489
leaf_weight=0.0016785366165799722 0.0017008729613023021 0.0013520044089702853 0.0011364748465867748 0.0010227087839389136 0.0014779139048844573 0.0011570227028965771
leaf_count=1913 206 95 544 325 409 418
internal_value=0 -0.00571388 0.00257077 0.00528533 0.000977494 0.00837412
internal_weight=0 0.00303054 0.00649499 0.00535852 0.00433581 0.0028579
internal_count=3910 2008 1902 1358 1033 624
is_linear=0
shrinkage=0.1


Tree=6584
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 1
split_gain=1.22927e-05 1.77474e-05 3.84476e-05 3.49742e-05 7.65888e-05 4.41393e-05 3.54355e-06
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 0.11257500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.016769695916577409 -0.010518938477715444 -0.0037577570714567216 0.020636936424654743 0.0045336858987074201 0.027519481123324831 -0.021297383882661721 -0.0083791378942921716
leaf_weight=0.0010001861675030151 0.001004583354293243 0.0013304887131401488 0.0012559335485050572 0.0018808119066086454 0.0010017306486513572 0.0010204154794013552 0.0010132381474163826
leaf_count=738 304 114 591 1014 87 725 337
internal_value=0 0.0011782 0.00808799 -0.0018425 0.00367976 -0.00455158 -0.0125472
internal_weight=0 0.0085028 0.00258642 0.00591638 0.00390296 0.00290123 0.00201342
internal_count=3910 3606 705 2901 1826 1739 1075
is_linear=0
shrinkage=0.1


Tree=6585
num_leaves=8
num_cat=0
split_feature=1 4 15 15 1 16 1
split_gain=1.54437e-05 2.16603e-05 1.86126e-05 3.27441e-05 4.51248e-05 6.45238e-05 4.29377e-05
threshold=0.076710000000000014 -0.083329999999999987 0.024640000000000006 -0.017214999999999998 0.11097000000000001 -0.072359999999999994 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=0.0011848445134811085 -0.0034316163650694011 -0.015997986479287969 -0.0089512878237490434 0.021356423179743896 0.0076337064378201973 -0.026955903703961018 0.024829063292875986
leaf_weight=0.0017657902768453903 0.0010102275724610543 0.0012550679757842547 0.0011300682344752696 0.001013214718362211 0.0011331212000300723 0.0010290774774939357 0.0011491844075828415
leaf_count=454 219 1554 544 325 333 222 259
internal_value=0 -0.00595406 0.00270689 0.00517642 0.00138297 -0.00882888 0.011608
internal_weight=0 0.00302086 0.00646489 0.00533483 0.00432161 0.0021622 0.00215941
internal_count=3910 2008 1902 1358 1033 555 478
is_linear=0
shrinkage=0.1


Tree=6586
num_leaves=8
num_cat=0
split_feature=1 42 484 457 4 15 52
split_gain=1.42335e-05 4.44562e-05 3.44562e-05 4.33846e-05 5.64059e-05 4.50367e-05 3.3382e-05
threshold=0.12263000000000002 0.088915000000000008 0.073820000000000011 0.041935000000000007 -0.077679999999999985 -0.10071499999999999 0.084505000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.018989470807562983 0.00894373919392988 -0.018047658245341672 0.01826260800212948 0.015509269669135364 -0.0036660736777246483 -0.03174026090567713 -0.0064457141634976832
leaf_weight=0.0010039818800009594 0.0014848172040233974 0.0013791830024518972 0.001054491898679448 0.0011849252206185884 0.0012155108013627502 0.0010783535761058475 0.0010615885967093942
leaf_count=463 394 1007 364 234 280 767 401
internal_value=0 -0.00171933 0.00169334 -0.001458 -0.00606982 -0.0168638 0.0059172
internal_weight=0 0.00797803 0.00659885 0.00554436 0.00435943 0.00229386 0.00206557
internal_count=3910 3516 2509 2145 1911 1047 864
is_linear=0
shrinkage=0.1


Tree=6587
num_leaves=8
num_cat=0
split_feature=4 151 0 4 1 4 12
split_gain=2.33512e-05 2.96333e-05 3.38383e-05 3.03515e-05 7.57789e-05 4.71301e-05 3.37661e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.15713499999999997 -0.0021099999999999995 0.11561500000000001 -0.08422499999999998 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00018848630799450121 0.00021748719311667466 -0.00042361080219088099 0.00015649941610465957 -0.00055781738780902161 0.00016658664953721203 0.00036131989366519661 -0.00029517680307012138
leaf_weight=0.0017026161369527682 0.0015387322660120996 0.0010547894091593934 0.0011488575810413709 0.0012104750046737583 0.0010255956484662475 0.0013259131462595108 0.0014263941625465189
leaf_count=556 441 140 192 617 102 1309 553
internal_value=0 -4.41207e-05 -9.91873e-05 -4.34296e-05 -0.000225562 6.09653e-05 -9.36774e-05
internal_weight=0 0.00889464 0.00719202 0.00613724 0.00223607 0.00390116 0.00257525
internal_count=3910 3469 2913 2773 719 2054 745
is_linear=0
shrinkage=0.00196078


Tree=6588
num_leaves=9
num_cat=0
split_feature=15 151 3 12 1 4 0 2
split_gain=4.41151e-05 3.38575e-05 5.13762e-05 5.39816e-05 5.01243e-05 4.18348e-05 3.90283e-05 3.79689e-05
threshold=-0.24219999999999997 -0.088114999999999985 -0.018854999999999997 0.088590000000000016 0.085410000000000014 0.0051950000000000008 -0.070894999999999986 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 -6 -5 -3
right_child=1 2 4 6 5 -7 -8 -9
leaf_value=0.00037988236568071494 0.00029196325922629907 1.7874886255690233e-05 6.5661260301508599e-05 -0.00038570674787977052 -0.00068298204616362972 -0.00020162646920924597 0.00010237653130123061 0.00054928139290340565
leaf_weight=0.0010147507431808459 0.0010042529840106331 0.0010044821381915928 0.0013893392342488684 0.0012310907140959553 0.0011266788932516516 0.0018082921899108242 0.0012897587933602748 0.0010650184018692914
leaf_count=317 288 864 177 1053 281 159 480 291
internal_value=0 -4.93521e-05 -8.78019e-05 5.66734e-05 -0.000241166 -0.00038641 -0.000135985 0.00029135
internal_weight=0 0.00991891 0.00891466 0.00459035 0.00432431 0.00293497 0.00252085 0.0020695
internal_count=3910 3593 3305 2688 617 440 1533 1155
is_linear=0
shrinkage=0.00196078


Tree=6589
num_leaves=9
num_cat=0
split_feature=1 13 15 1 52 151 4 43
split_gain=1.90886e-05 4.16519e-05 4.05079e-05 2.88205e-05 3.49159e-05 6.44835e-05 3.70653e-05 4.44289e-05
threshold=0.10786000000000001 -0.052124999999999998 -0.074174999999999977 0.096035000000000023 -0.087604999999999988 -0.0074049999999999993 -0.017449999999999997 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.00030700865351253586 0.00039851836180055712 0.00023066449011711979 -0.00029727566248940681 -0.00035894637792779633 0.00049653818578037083 -0.000236771108489499 -0.00037486520524314409 0.00028957550184417893
leaf_weight=0.0012135672244581062 0.0012502874868186801 0.0010580733672692732 0.0011840682409814626 0.0010885512496453618 0.0010392649906110145 0.001063897312249451 0.0010175460392737429 0.0014664062230414503
leaf_count=577 398 191 163 379 270 841 633 458
internal_value=0 0.000111764 -4.81391e-05 -6.61873e-05 -1.12484e-05 6.6998e-05 -5.88265e-05 6.82666e-05
internal_weight=0 0.00349243 0.00224214 0.00688923 0.00580068 0.00458711 0.00354785 0.0025303
internal_count=3910 752 354 3158 2779 2202 1932 1299
is_linear=0
shrinkage=0.00196078


Tree=6590
num_leaves=8
num_cat=0
split_feature=4 43 49 15 49 47 160
split_gain=2.40889e-05 4.05705e-05 3.51472e-05 8.18493e-05 5.23514e-05 0.000124772 4.97252e-05
threshold=-0.08422499999999998 0.0050750000000000005 -0.006494999999999999 -0.017214999999999998 1.0000000180025095e-35 0.09252500000000001 0.069910000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -2
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-0.00034602658001050852 -0.00035704270286127408 0.00014452016854648068 0.00059293328721576151 0.0004711000210866285 -0.00039343407718414516 -0.00030810803901853658 0.00018137482303523986
leaf_weight=0.0017771323111886405 0.0016118536766984821 0.0010203792663763726 0.0011353164390800726 0.0018420972303070824 0.0011015685552048134 0.0012320880998904441 0.0011161276096739081
leaf_count=725 500 73 411 1063 741 197 200
internal_value=0 -0.000167102 4.41476e-05 0.000137066 -4.03128e-05 0.000123997 -0.000136754
internal_weight=0 0.00279751 0.00803905 0.00531107 0.00346897 0.0023674 0.00272798
internal_count=3910 798 3112 2412 1349 608 700
is_linear=0
shrinkage=0.00196078


Tree=6591
num_leaves=8
num_cat=0
split_feature=4 12 1 42 3 3 2
split_gain=2.07638e-05 2.21125e-05 4.19432e-05 6.60077e-05 2.95154e-05 3.86309e-05 4.60585e-05
threshold=0.27608500000000008 -0.036459999999999992 0.12263000000000002 0.088915000000000008 -0.10628499999999998 0.10856000000000002 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00030397442817972246 0.00020462902116860954 0.00029600944890026859 0.00036206535711115034 -0.00049598156980963843 8.8523747456519469e-05 0.00024473980580823112 -0.00037989172599867284
leaf_weight=0.0010808241618046792 0.0015527942896978808 0.0012136211130949984 0.0010394190315579262 0.0011198547472044762 0.0015126034164708534 0.001246498415506489 0.0017302558077922111
leaf_count=300 441 311 120 892 654 99 1093
internal_value=0 -4.10071e-05 -4.85702e-06 -6.07555e-05 2.47068e-05 -4.86352e-05 -0.000161403
internal_weight=0 0.00894308 0.00786225 0.00682283 0.00570298 0.00448936 0.00324286
internal_count=3910 3469 3169 3049 2157 1846 1747
is_linear=0
shrinkage=0.00196078


Tree=6592
num_leaves=8
num_cat=0
split_feature=4 12 15 1 3 12 4
split_gain=1.60164e-05 2.94218e-05 2.49092e-05 4.93787e-05 5.79022e-05 0.000126598 2.61426e-05
threshold=-0.08422499999999998 0.080120000000000011 -0.0063699999999999989 0.094485000000000013 0.11265500000000002 0.089570000000000025 -0.013199999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -4
right_child=2 -3 6 4 -6 -7 -8
leaf_value=0.0051098641845758117 -0.016609549947084547 -0.016815912936875194 0.022080993415801803 0.040895804783013891 -0.01154866130713024 -0.0090453840040648197 0.00046913784621507897
leaf_weight=0.0011087027318903539 0.0015197181650896917 0.0013661204527611183 0.0010985954086481745 0.0010042438332244507 0.0012731204835113195 0.0010263409340944497 0.0011410604280597074
leaf_count=226 1162 572 938 362 212 234 204
internal_value=0 -0.00699332 0.00235512 -0.00169153 0.00517082 0.0156535 0.0110702
internal_weight=0 0.00247482 0.00706308 0.00482342 0.00330371 0.00203058 0.00223966
internal_count=3910 798 3112 1970 808 596 1142
is_linear=0
shrinkage=0.1


Tree=6593
num_leaves=9
num_cat=0
split_feature=15 48 151 4 0 13 16 3
split_gain=4.8712e-05 3.61507e-05 5.16824e-05 4.2374e-05 8.39719e-05 4.19309e-05 3.0522e-05 1.62966e-05
threshold=-0.24219999999999997 0.11379500000000002 -0.076429999999999984 -0.0021099999999999995 -0.099024999999999988 -0.070604999999999987 -0.008069999999999999 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 7 -4 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=0.00039771289256530247 0.00034063501627976735 -0.00038493408120344845 0.00027888027452136437 0.00014937937502997715 -0.00067707140955771935 -0.00035643386536261568 9.0347344352287957e-05 -0.00019311463665304054
leaf_weight=0.001034646420438959 0.0013819982412581798 0.0010977627757108926 0.0018489090010482584 0.0011254460748121881 0.0011130585425771569 0.0010888548280555714 0.0012777044551243 0.0010166215345656683
leaf_count=317 520 177 840 228 482 799 439 108
internal_value=0 -4.93127e-05 -7.69407e-06 -7.21321e-05 -0.000240183 5.76346e-05 -0.000115217 -1.31677e-05
internal_weight=0 0.00995036 0.00885259 0.00747059 0.00325513 0.00421547 0.00236656 0.00214207
internal_count=3910 3593 3416 2896 818 2078 1238 336
is_linear=0
shrinkage=0.00196078


Tree=6594
num_leaves=7
num_cat=0
split_feature=4 151 4 4 4 12
split_gain=1.42761e-05 2.11154e-05 3.44669e-05 3.59305e-05 2.61718e-05 1.88719e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.0021099999999999995 -0.08422499999999998 0.070230000000000015 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.0088542844520522503 0.0092547912747661994 0.0042671650839234522 -0.024055668864409376 0.014447127632364987 -0.0043110464579360908 -0.013568566619827575
leaf_weight=0.0015435569603811407 0.0014015012033551074 0.0010803167350476905 0.001166171757449859 0.0014428909897894549 0.0015820971108618017 0.0013157975705373425
leaf_count=556 441 206 514 1339 285 569
internal_value=0 -0.00167319 -0.00414003 0.00198021 -0.0126893 -0.00552711
internal_weight=0 0.00813083 0.00658727 0.00383901 0.00274827 0.00239611
internal_count=3910 3469 2913 2114 799 775
is_linear=0
shrinkage=0.1


Tree=6595
num_leaves=8
num_cat=0
split_feature=50 4 40 4 0 12 1
split_gain=1.47578e-05 2.61175e-05 2.40842e-05 3.95091e-05 6.76012e-05 8.28762e-05 3.82199e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 -0.23071499999999998 -0.06402999999999999 0.086935000000000012 0.09112000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.014791888013816454 -0.011153571754381678 0.015288175202245728 -0.0161161422881161 0.01801844787107694 0.027315456317041444 -0.024050516749043595 -0.0047907165370314345
leaf_weight=0.001062739510657211 0.0010650886154508063 0.0011580573095635099 0.0010576521278743319 0.0016594642537874947 0.0010826642547313962 0.0011141535069409993 0.001318183692265433
leaf_count=274 715 396 220 722 244 1200 139
internal_value=0 0.00133715 -0.000877573 0.00149518 0.00509491 -0.000784506 0.00792099
internal_weight=0 0.00845291 0.00729486 0.00623212 0.00517447 0.0040918 0.00297765
internal_count=3910 3195 2799 2525 2305 2061 861
is_linear=0
shrinkage=0.1


Tree=6596
num_leaves=7
num_cat=0
split_feature=13 48 1 160 13 1
split_gain=1.54059e-05 3.20258e-05 3.99699e-05 4.18411e-05 2.28957e-05 6.98987e-05
threshold=-0.23438999999999996 0.11119000000000002 0.11198000000000001 -1.0000000180025095e-35 -0.070604999999999987 0.090820000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.010449514864649782 -0.018762986996461478 -0.017859071825314158 0.014586390938449399 0.012089569562669799 0.0081482094080613555 -0.02438455232244106
leaf_weight=0.0012172771779125928 0.0013237625696889002 0.0010566753317479641 0.0016249804349265876 0.0013964627357649245 0.0018411572837376928 0.001029837288756646
leaf_count=210 981 187 395 714 1018 405
internal_value=0 -0.00159965 0.000781229 -0.00323098 0.00158705 -0.00352142
internal_weight=0 0.00827288 0.0072162 0.00559122 0.00426746 0.00287099
internal_count=3910 3700 3513 3118 2137 1423
is_linear=0
shrinkage=0.1


Tree=6597
num_leaves=9
num_cat=0
split_feature=50 48 4 3 49 4 47 16
split_gain=2.08347e-05 3.31337e-05 5.51308e-05 3.86092e-05 5.73651e-05 5.63578e-05 4.49216e-05 5.21349e-05
threshold=0.088425000000000017 0.11379500000000002 0.24280000000000004 -0.075679999999999983 -0.0057999999999999987 -0.083329999999999987 0.078345000000000012 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -6
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=4.8339979903053752e-05 -0.00027086924374371111 -0.00030892697237991541 0.00041190874871912029 -0.00025505820456889433 0.00073179560233466005 -0.00053027385951779716 -7.466262441249866e-05 0.00010549553082610248
leaf_weight=0.0015473564541913397 0.0010186299222973349 0.0010239664095359194 0.0014545569758361585 0.0012175364958828296 0.0010197085607057178 0.0011125182667417266 0.0010919703240750032 0.0010243128091147794
leaf_count=572 689 145 460 247 336 1171 128 162
internal_value=0 2.42185e-05 6.45033e-05 -7.54749e-06 0.000106168 -0.000193671 0.000246413 0.00041794
internal_weight=0 0.00949193 0.00846796 0.0070134 0.00435353 0.00265987 0.00313599 0.00204402
internal_count=3910 3221 3076 2616 873 1743 626 498
is_linear=0
shrinkage=0.00196078


Tree=6598
num_leaves=8
num_cat=0
split_feature=13 48 0 2 3 42 0
split_gain=1.25674e-05 2.60489e-05 3.86502e-05 3.67678e-05 3.47843e-05 6.28664e-05 1.46737e-05
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.090050000000000005 -0.074234999999999982 0.085195000000000007 -0.073129999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=0.0094294832732793737 0.015536875522489474 -0.016122661717934434 -0.0046070367724778951 -0.021783834384881143 -0.0098689340269408343 0.028978121333676013 -0.0057427860445938847
leaf_weight=0.0012182248840485318 0.0014116267821198012 0.0010554976436559218 0.0011970878226955843 0.0010008120798197392 0.001235837720350894 0.0010429031320108571 0.0013255654445934895
leaf_count=210 181 187 930 705 391 701 605
internal_value=0 -0.00144984 0.000697029 -0.00291338 0.00359913 0.0110297 -0.0126437
internal_weight=0 0.00826933 0.00721383 0.00580221 0.00347583 0.00223999 0.00232638
internal_count=3910 3700 3513 3332 2022 1631 1310
is_linear=0
shrinkage=0.1


Tree=6599
num_leaves=8
num_cat=0
split_feature=11 3 3 3 13 4 4
split_gain=2.78327e-05 2.34654e-05 2.75416e-05 3.6193e-05 3.27775e-05 4.70322e-05 0.000107624
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -0.23438999999999996 0.0057500000000000008 0.074650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00027071007347328644 -0.00031557618307402732 -0.00028236346664100046 0.00031050169430087724 0.00023406017299717241 -0.00040335876291636445 0.00049560430868622293 -0.00030424240684997654
leaf_weight=0.0012715229944552818 0.0010362910517009603 0.0012587643754971237 0.0014315603438571642 0.0012817697526475696 0.001491174157861183 0.0011154228044943162 0.0015394078577345861
leaf_count=247 279 1646 861 200 310 91 276
internal_value=0 2.30334e-05 -1.57597e-05 3.31651e-05 -3.99817e-05 -0.000124704 3.18119e-05
internal_weight=0 0.00938962 0.0081181 0.00685933 0.00542777 0.004146 0.00265483
internal_count=3910 3631 3384 1738 877 677 367
is_linear=0
shrinkage=0.00196078


Tree=6600
num_leaves=8
num_cat=0
split_feature=11 48 2 16 13 3 0
split_gain=2.44085e-05 2.18694e-05 3.75081e-05 3.60145e-05 5.73506e-05 5.25246e-05 3.34219e-05
threshold=0.077330000000000024 0.016865000000000002 0.11260500000000001 -0.15168999999999996 -0.071149999999999977 -0.016619999999999996 -0.18901999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -3
right_child=-2 6 -4 4 5 -7 -8
leaf_value=0.00015844996687069555 -0.00029446250100041281 -3.8720294389519735e-05 0.0002625318642364497 -0.00056761355504340145 0.00021228852831859984 -0.00034166358454929522 0.00038677550770640606
leaf_weight=0.0013875888351527984 0.0010249642291283228 0.0014624447346961583 0.0012785242639082872 0.0011900955244335781 0.0013942335468220251 0.0012463612969105522 0.0013789699106008342
leaf_count=309 279 115 421 994 1021 177 594
internal_value=0 2.42949e-05 -3.8458e-05 -0.000112203 -0.000210242 -4.9177e-05 0.000167778
internal_weight=0 0.00933822 0.0064968 0.00521828 0.00383069 0.00264059 0.00284141
internal_count=3910 3631 2922 2501 2192 1198 709
is_linear=0
shrinkage=0.00196078


Tree=6601
num_leaves=7
num_cat=0
split_feature=4 15 2 4 0 16
split_gain=1.32438e-05 4.31095e-05 2.54445e-05 4.16219e-05 4.20489e-05 4.15867e-05
threshold=0.24280000000000004 -0.15202999999999997 0.11085000000000002 -0.34687499999999999 -0.06402999999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.022978663845678898 0.02115454454294606 -0.0076102319329684164 0.0094378628180066364 0.004993491037233874 0.01548807322977448 -0.016362579332134097
leaf_weight=0.001059358354809959 0.0010574057233920964 0.0010270987589384212 0.0015321111591868122 0.0017170275732958323 0.001161721183326663 0.0019443888075024206
leaf_count=217 333 216 440 827 174 1703
internal_value=0 0.00698126 -0.00204073 -0.00503036 -0.00108818 -0.00634761
internal_weight=0 0.0020845 0.00741461 0.0058825 0.00482314 0.00366142
internal_count=3910 549 3361 2921 2704 2530
is_linear=0
shrinkage=0.1


Tree=6602
num_leaves=7
num_cat=0
split_feature=50 2 3 48 52 43
split_gain=1.29028e-05 2.51463e-05 4.07194e-05 3.90785e-05 3.59725e-05 4.99678e-05
threshold=0.086465000000000014 0.11934000000000002 0.11476000000000001 0.083775000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018020508360948578 -0.010424680340013887 -0.013622215392240875 0.019023578367774324 0.012159186836845885 -0.012484123897632218 0.014271387965697435
leaf_weight=0.001480814507453044 0.0010651464272314276 0.0010006964636156464 0.0013428503764039579 0.0017958039671014748 0.0013589972812812832 0.0014351327477524047
leaf_count=813 715 394 138 476 946 428
internal_value=0 0.00125739 0.00326586 -0.000219754 -0.00541986 0.00125815
internal_weight=0 0.0084143 0.0074136 0.00607075 0.00427494 0.00279413
internal_count=3910 3195 2801 2663 2187 1374
is_linear=0
shrinkage=0.1


Tree=6603
num_leaves=8
num_cat=0
split_feature=14 49 4 1 3 13 3
split_gain=2.24858e-05 4.98333e-05 5.26272e-05 4.55322e-05 7.42181e-05 8.5152e-05 6.84565e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.15927500000000003 0.11215000000000001 -0.089974999999999986 -0.084184999999999996 -0.015794999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.00028250466756309751 -0.0004089170509559664 0.00042582891642151561 0.00029701212008369368 -0.00046606615194509459 -0.00034554669050214381 0.0006188868646868921 3.2221739538052848e-05
leaf_weight=0.0010049644758385748 0.0014816079359109132 0.0010644672235166014 0.0015969078158972975 0.0010882032404091937 0.0012047031205728422 0.001272579075599001 0.0019161203088228558
leaf_count=196 582 701 369 214 547 1033 268
internal_value=0 2.57252e-05 -2.40284e-05 -9.76543e-05 -2.94149e-05 9.85664e-05 0.000266354
internal_weight=0 0.00962459 0.00856012 0.00696321 0.00587501 0.0043934 0.0031887
internal_count=3910 3714 3013 2644 2430 1848 1301
is_linear=0
shrinkage=0.00196078


Tree=6604
num_leaves=8
num_cat=0
split_feature=11 3 47 2 43 4 2
split_gain=2.7894e-05 3.50573e-05 3.91253e-05 4.99029e-05 5.24675e-05 8.5574e-05 2.88453e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09252500000000001 0.084065000000000015 0.0016850000000000001 -0.021164999999999996 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00032072676861517202 -0.00030953895301387923 0.00033595790856679993 -0.00028019229156563992 -0.00061422359981803032 0.0003428798542403443 0.00020176073822424751 -0.00019574431014033938
leaf_weight=0.0013286533519347122 0.0010649555773726031 0.0017095434721595554 0.0017802714582004888 0.0011178339955272426 0.0010264312476150426 0.0015877159394864565 0.0012579344970169385
leaf_count=247 279 818 371 778 410 724 283
internal_value=0 2.45809e-05 -2.1821e-05 4.6837e-05 -5.22158e-05 -0.000154534 2.60416e-05
internal_weight=0 0.00980838 0.00847973 0.00669946 0.00498992 0.00396348 0.00284565
internal_count=3910 3631 3384 3013 2195 1785 1007
is_linear=0
shrinkage=0.00196078


Tree=6605
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 4
split_gain=1.08325e-05 1.95318e-05 3.79468e-05 2.71345e-05 4.15881e-05 2.54326e-05
threshold=1.0000000180025095e-35 -0.057994999999999998 -0.053579999999999996 -0.09547499999999999 -1.0000000180025095e-35 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.022780941420803499 -0.0098950764364034091 0.0082258106533072799 -0.00086712526544091009 0.0087659698918535096 -0.021219549741163565 -0.011624812374327781
leaf_weight=0.0010638328954901996 0.0010015729406721843 0.0016826107080977911 0.0018736121433858125 0.0015165569613309821 0.0013418560369324577 0.001025156304688566
leaf_count=796 304 336 875 306 1024 269
internal_value=0 0.00110007 0.00769732 -0.00238151 -0.00697728 0.000541699
internal_weight=0 0.00850363 0.00293745 0.00556618 0.00388357 0.00254171
internal_count=3910 3606 1671 1935 1599 575
is_linear=0
shrinkage=0.1


Tree=6606
num_leaves=8
num_cat=0
split_feature=4 15 457 12 15 13 2
split_gain=1.19436e-05 3.67796e-05 2.3806e-05 3.46121e-05 5.51916e-05 7.76649e-05 4.86136e-05
threshold=0.24280000000000004 -0.15202999999999997 0.084485000000000018 0.051320000000000005 0.085120000000000015 -0.083924999999999986 0.083795000000000022
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.025907942399577708 0.019742915320928072 -0.0068308625445327375 -0.014900264419919205 0.0030751881675790782 0.01171921294411838 -0.034671828483723556 -0.0010469534266359037
leaf_weight=0.0010323542038086864 0.0010559329979612756 0.0010277888729136376 0.0011887929737617146 0.0010941148762515708 0.0011031018068375594 0.0010862311313623466 0.001901447315579045
leaf_count=137 333 216 231 479 1111 979 424
internal_value=0 0.00663549 -0.00193456 0.000544601 -0.00650826 -0.0157301 0.00843801
internal_weight=0 0.00208372 0.00740604 0.00621725 0.00328345 0.00218035 0.0029338
internal_count=3910 549 3361 3130 2569 1458 561
is_linear=0
shrinkage=0.1


Tree=6607
num_leaves=7
num_cat=0
split_feature=15 151 12 16 3 16
split_gain=1.30435e-05 2.79672e-05 4.3464e-05 6.96686e-05 6.1124e-05 6.04885e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 -0.088024999999999978 0.022165000000000004
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
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leaf_value=-0.0080180834418217429 0.015791282909144066 -0.027455992682498903 0.027047820551302587 0.018398084628832016 -0.0028687742803810696 -0.013265259207590394
leaf_weight=0.0016874929278604669 0.0011897270270251016 0.0012359964651762392 0.0010845191616103617 0.0011457747376655994 0.0018444291204368596 0.0012744052527688154
leaf_count=614 487 332 446 472 1300 259
internal_value=0 0.00168096 -0.000868341 -0.00813986 0.00820862 0.00172497
internal_weight=0 0.00777485 0.00658512 0.00365618 0.00292895 0.00242018
internal_count=3910 3296 2809 1063 1746 731
is_linear=0
shrinkage=0.1


Tree=6608
num_leaves=8
num_cat=0
split_feature=376 1 15 2 16 13 3
split_gain=2.03243e-05 4.53561e-05 3.44455e-05 3.81418e-05 6.93171e-05 7.67761e-05 6.65027e-05
threshold=0.048375000000000008 0.12864500000000004 -0.11739999999999999 0.094010000000000024 -0.10808 -0.032264999999999995 0.094625000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.00035528818478261807 0.00025729420882890554 0.00035758730339974525 0.00054159855807722204 -0.00048415993362315812 -0.00045150617505535179 0.00018561403904607493 0.00014525040249227779
leaf_weight=0.0014506772370616317 0.0010331732925707863 0.0010183208550056831 0.0010098916358087708 0.0014676740092564328 0.0011519989889807497 0.001971935619813354 0.0011519828001330529
leaf_count=367 206 276 250 799 1110 739 163
internal_value=0 -3.27128e-05 -8.11578e-05 -2.22734e-05 9.50306e-05 -4.93339e-05 -0.000207379
internal_weight=0 0.00922248 0.00820416 0.00675348 0.00413383 0.00312393 0.00261966
internal_count=3910 3704 3428 3061 2099 1849 962
is_linear=0
shrinkage=0.00196078


Tree=6609
num_leaves=7
num_cat=0
split_feature=50 160 42 49 15 3
split_gain=1.27097e-05 2.48773e-05 3.14515e-05 4.3955e-05 5.65404e-05 3.07533e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.047894999999999993 -0.07142999999999998 -0.01223
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.012299601589466972 -0.010371368417823948 -0.016641778491969083 0.015601349193871183 -0.018006800169604927 0.016198216653950031 -0.0069104335327877216
leaf_weight=0.0016409963714170929 0.001058636633375778 0.0011311650199321271 0.0016083326859970652 0.0016723121995121811 0.0013142377830722676 0.0010250827351503901
leaf_count=804 715 766 312 469 710 134
internal_value=0 0.00125626 -0.00142804 0.00163412 -0.00396558 0.00607208
internal_weight=0 0.00839213 0.00675113 0.00561997 0.00401163 0.00233932
internal_count=3910 3195 2391 1625 1313 844
is_linear=0
shrinkage=0.1


Tree=6610
num_leaves=7
num_cat=0
split_feature=4 1 2 3 13 3
split_gain=1.3438e-05 3.26458e-05 2.32399e-05 3.49346e-05 4.44848e-05 4.53589e-05
threshold=0.24280000000000004 0.11235500000000002 0.11085000000000002 -0.089974999999999986 -0.071149999999999977 0.076695000000000013
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.019436766033740446 -0.0054360476906978794 0.019670494170885983 0.0089686402823184273 -0.014261159185621576 0.017647845579918733 -0.0072559262111922714
leaf_weight=0.0012900235588422324 0.0010394918954292265 0.0010321733012312335 0.0015203207220675918 0.0015934889452686681 0.0016289629266220723 0.0013272748545994934
leaf_count=649 206 343 440 1162 903 207
internal_value=0 0.00707288 -0.00204436 -0.00491148 -0.000792997 0.00646669
internal_weight=0 0.00207167 0.00736007 0.00583975 0.00454973 0.00295624
internal_count=3910 549 3361 2921 2272 1110
is_linear=0
shrinkage=0.1


Tree=6611
num_leaves=8
num_cat=0
split_feature=16 49 160 16 51 12 16
split_gain=1.22055e-05 3.81561e-05 5.05533e-05 5.225e-05 3.18394e-05 4.2714e-05 3.70414e-05
threshold=-0.064504999999999993 -0.0019649999999999997 -0.026849999999999995 0.28937500000000005 0.077145000000000005 0.093870000000000023 -0.49914499999999995
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.0040135778197891081 -0.019926712499468223 0.019206430064118919 -0.020095953097082217 0.0079288331771942954 0.016274923960208607 0.01492243844765866 -0.022403507763085181
leaf_weight=0.0010047815733801979 0.0010975330173355344 0.0011081720875267867 0.0013429455253220089 0.0013183832199995462 0.0013936583383666224 0.00102266770345539 0.0011251575181256237
leaf_count=273 461 556 559 345 415 361 940
internal_value=0 -0.00351769 0.00125998 -0.00621289 0.00368823 -0.00187591 -0.00994146
internal_weight=0 0.00486703 0.0037695 0.00266133 0.00454627 0.00315261 0.00212994
internal_count=3910 1921 1460 904 1989 1574 1213
is_linear=0
shrinkage=0.1


Tree=6612
num_leaves=8
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split_feature=50 4 12 160 4 49 3
split_gain=2.74802e-05 3.91012e-05 3.84466e-05 5.01137e-05 6.04303e-05 7.60909e-05 7.3213e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.090735000000000024 -0.23071499999999998 -0.00064499999999999985 -0.075954999999999981
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.00036842114976576252 -0.00031653420192591516 0.00034213888099237407 -0.00029732374094755564 -0.00038061792492680694 -0.00015454678026654762 3.6370009370813376e-05 0.00062013904540642896
leaf_weight=0.0010924379441995631 0.0010095419475777767 0.0012832894132456694 0.0012327906473017071 0.0010030520585359061 0.0016691124151048979 0.0014983460427167715 0.0018406313980263692
leaf_count=282 689 396 209 273 339 1292 430
internal_value=0 2.352e-05 -2.55277e-05 2.61831e-05 9.15653e-05 0.000187294 0.000358176
internal_weight=0 0.00961966 0.00833637 0.00724393 0.00624088 0.00500809 0.00333898
internal_count=3910 3221 2825 2543 2270 2061 1722
is_linear=0
shrinkage=0.00196078


Tree=6613
num_leaves=7
num_cat=0
split_feature=0 43 3 52 16 4
split_gain=1.22172e-05 2.43894e-05 3.69781e-05 3.69469e-05 3.78579e-05 2.45744e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 -0.074234999999999982 -0.074484999999999982 -0.19424999999999998 0.0021050000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.022044194528669722 0.0073098994749531774 0.015471383431667977 -0.018231573589321481 -0.010487860390039122 0.012522506956219643 -0.00017567373423964841
leaf_weight=0.0010276328117662513 0.0018226450699769508 0.0014336691666409027 0.0011674458029697376 0.0012376916919676578 0.0016930987898030692 0.0010278021385973066
leaf_count=914 394 1291 235 266 510 300
internal_value=0 -0.00180779 0.00164818 -0.00318753 0.00280508 -0.011109
internal_weight=0 0.00758734 0.00553191 0.00409824 0.00293079 0.00205543
internal_count=3910 3516 2302 1011 776 1214
is_linear=0
shrinkage=0.1


Tree=6614
num_leaves=7
num_cat=0
split_feature=4 151 4 0 1 133
split_gain=1.97675e-05 2.24328e-05 4.68333e-05 5.31708e-05 2.71519e-05 4.57618e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.0021099999999999995 -0.10071499999999999 0.079945000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00016547994214795967 0.00019660404260399308 0.00038880135252942647 -7.5693286264362863e-05 -0.00062789052100143089 -0.00015655194464890668 -0.00014560461827280478
leaf_weight=0.0016705886626201755 0.0016312317554665204 0.0015144803217460622 0.0018194051044374585 0.0010615913188517952 0.0015656793270461241 0.0010384886481400624
leaf_count=556 472 711 259 509 806 597
internal_value=0 -3.86746e-05 -8.73997e-05 -0.000279167 4.67418e-05 0.000171417
internal_weight=0 0.00867023 0.00699964 0.002881 0.00411865 0.00255297
internal_count=3910 3438 2882 768 2114 1308
is_linear=0
shrinkage=0.00196078


Tree=6615
num_leaves=8
num_cat=0
split_feature=11 42 0 15 15 16 1
split_gain=1.5685e-05 1.92422e-05 4.63966e-05 5.9793e-05 6.57791e-05 6.02769e-05 5.85353e-05
threshold=0.077330000000000024 0.086325000000000013 0.047345000000000005 0.084050000000000014 -0.017214999999999998 -0.055679999999999993 0.10498500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00018744215841598298 -0.00023399793190277915 -0.00015321090536556976 0.00040181634000857169 -0.00042680776138380292 0.00045312972382063492 -0.00042552036606717373 0.0004202053687804536
leaf_weight=0.0012010699918693349 0.0010052455879731347 0.00187600015962736 0.0013224262434896215 0.001058630158311146 0.0013636015670330363 0.0011384593616337794 0.0012374749585890785
leaf_count=326 279 1399 163 659 385 472 227
internal_value=0 2.39659e-05 6.93632e-05 -3.92022e-06 8.66924e-05 -5.29983e-05 0.000120917
internal_weight=0 0.00919766 0.00732166 0.00599924 0.00494061 0.003577 0.00243854
internal_count=3910 3631 2232 2069 1410 1025 553
is_linear=0
shrinkage=0.00196078


Tree=6616
num_leaves=7
num_cat=0
split_feature=50 51 4 151 1 2
split_gain=1.28374e-05 2.32364e-05 2.8617e-05 4.09009e-05 4.94196e-05 3.53881e-05
threshold=0.086465000000000014 -0.07742499999999998 0.28937500000000005 -0.024429999999999997 0.078675000000000009 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0094357351314220284 -0.010425097340528662 0.018081661127486999 0.019271425158714273 0.015358337158859817 -0.015105152114910578 -0.0084076945016916347
leaf_weight=0.0016314035894895744 0.0010566879897627645 0.0011371141879331055 0.0010226913866907038 0.0015731120501278942 0.0019619886493426673 0.0010412320248245968
leaf_count=620 715 346 371 1115 497 246
internal_value=0 0.0012723 0.00386565 0.00110805 -0.0031095 0.00589288
internal_weight=0 0.00836754 0.00673614 0.00571345 0.00457633 0.00261434
internal_count=3910 3195 2575 2204 1858 1361
is_linear=0
shrinkage=0.1


Tree=6617
num_leaves=9
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split_feature=11 52 13 1 43 52 2 133
split_gain=2.3578e-05 2.99739e-05 7.04596e-05 6.66506e-05 6.66427e-05 4.95285e-05 5.64515e-05 3.5718e-05
threshold=0.077330000000000024 0.11401500000000002 -0.23438999999999996 0.11866500000000001 -0.073139999999999983 -0.07125999999999999 0.090310000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 -4
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.0005153840442472901 -0.00029028052794914986 -0.00026740392212440661 0.0005720629031708811 -0.00045007815977145385 -0.00040263996083773895 -0.00019626324770132122 0.00036817622129428336 7.637944610450114e-05
leaf_weight=0.0011271850594955215 0.0010629532013179772 0.0012411677815737853 0.0011874963087118624 0.0011261345481053588 0.0012738160588503726 0.0014699130200260743 0.0012696830471532095 0.0010558474201605888
leaf_count=159 279 617 362 242 301 839 397 714
internal_value=0 1.72539e-05 5.87704e-05 -1.09433e-05 6.80953e-05 -8.3199e-05 6.53298e-05 0.000338766
internal_weight=0 0.00975124 0.00851008 0.00738289 0.00625676 0.00401341 0.0027396 0.00224334
internal_count=3910 3631 3014 2855 2613 1537 1236 1076
is_linear=0
shrinkage=0.00196078


Tree=6618
num_leaves=7
num_cat=0
split_feature=15 43 16 16 2 12
split_gain=1.2315e-05 2.94921e-05 3.91383e-05 3.2272e-05 7.63702e-05 8.89482e-06
threshold=-0.11739999999999999 -0.17307499999999998 0.15100500000000003 -0.19424999999999998 0.089910000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0077883936656703047 0.015440937206386882 -0.01020213173951523 -0.014023353224102201 0.0025468507743215108 0.025898563532476822 -0.010741239172818478
leaf_weight=0.0016867149563075459 0.0012905649613742564 0.0012499066488111644 0.0017227976648508704 0.0010066669406330658 0.0014656661214871272 0.0010083204066284456
leaf_count=614 233 268 539 178 720 1358
internal_value=0 0.00164107 -0.00111868 0.003581 0.00853054 -0.00410265
internal_weight=0 0.00774392 0.00645336 0.00473056 0.00348065 0.00201499
internal_count=3910 3296 3063 2524 2256 1536
is_linear=0
shrinkage=0.1


Tree=6619
num_leaves=8
num_cat=0
split_feature=151 16 160 15 15 0 15
split_gain=1.18172e-05 2.60551e-05 5.48481e-05 4.76479e-05 7.30985e-05 4.49054e-05 2.70072e-05
threshold=-0.084764999999999993 -0.15168999999999996 0.084835000000000008 -0.075094999999999981 1.0000000180025095e-35 -0.032484999999999993 -0.10469999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0097681178757319381 0.022562290210137503 -0.024927835703491209 0.01763592185966751 0.022219211086496909 -0.022540673910541476 -0.0041541506720137135 0.00078153806546713022
leaf_weight=0.0011024036009216415 0.0010077698202900535 0.0011205534636856097 0.0011281318020657108 0.0011825651485459152 0.0011400964744202381 0.0014218413278240262 0.0013084203933019301
leaf_count=406 303 660 301 421 1302 241 276
internal_value=0 0.00125081 -0.00223032 -0.006837 -0.00142327 0.00782102 0.0102583
internal_weight=0 0.00830938 0.00599319 0.00486506 0.0037445 0.00260441 0.00231619
internal_count=3910 3504 2925 2624 1964 662 579
is_linear=0
shrinkage=0.1


Tree=6620
num_leaves=7
num_cat=0
split_feature=0 43 3 52 16 43
split_gain=1.16692e-05 2.14114e-05 3.3646e-05 3.23084e-05 3.28597e-05 2.15855e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 -0.074234999999999982 -0.074484999999999982 -0.19424999999999998 -0.17307499999999998
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00018536983263368352 0.0071487277159946461 0.014646121257251711 -0.017263286902938792 -0.0099526139041683313 0.011521179532340201 -0.020730257294128078
leaf_weight=0.0010181054597152355 0.001821750855621051 0.001434743808159381 0.0011615555226234032 0.0012334367565101569 0.0016875727040995263 0.0010275043464197126
leaf_count=249 394 1291 235 266 510 965
internal_value=0 -0.00176666 0.0014732 -0.00315619 0.00245357 -0.010505
internal_weight=0 0.00756292 0.00551731 0.00408256 0.00292101 0.00204561
internal_count=3910 3516 2302 1011 776 1214
is_linear=0
shrinkage=0.1


Tree=6621
num_leaves=8
num_cat=0
split_feature=50 47 4 0 4 3 15
split_gain=3.03846e-05 4.52814e-05 7.60759e-05 4.79256e-05 6.06948e-05 3.3614e-05 3.17867e-05
threshold=0.088425000000000017 0.087850000000000025 0.0057500000000000008 -0.083564999999999987 -0.23071499999999998 0.092005000000000017 -0.10192499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -3
right_child=-2 6 5 4 -6 -7 -8
leaf_value=-0.00030481998141431029 -0.00033157148446209995 -0.0004484224587058349 0.0001542712732384745 -0.0001451235708011817 0.00043109140791923022 0.00059119474639483783 1.3348840103655348e-05
leaf_weight=0.0017924195423324593 0.0010218709551097242 0.0011422282704752892 0.0014415090729475004 0.0016255251813530021 0.0012381432752275228 0.0012763959497258633 0.0011503119695579029
leaf_count=881 689 193 647 223 911 175 191
internal_value=0 2.39612e-05 9.87888e-05 -5.33741e-05 0.00010401 0.000359461 -0.000216723
internal_weight=0 0.00966653 0.00737399 0.00465609 0.00286367 0.00271791 0.00229254
internal_count=3910 3221 2837 2015 1134 822 384
is_linear=0
shrinkage=0.00196078


Tree=6622
num_leaves=8
num_cat=0
split_feature=52 160 12 52 16 4 16
split_gain=3.22045e-05 6.46953e-05 3.44334e-05 8.71516e-05 7.8691e-05 3.41864e-05 2.27834e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.086935000000000012 0.048490000000000012 -0.17157499999999998 -0.0031049999999999997 0.0046950000000000004
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-7.467611365444637e-05 -0.00048584116725429303 -0.00015368457201547572 0.00018488739310114946 0.0005091753086656608 -0.00049374010923555897 0.00051611918250821719 9.9287283497558423e-05
leaf_weight=0.0016022660317005018 0.0012870452197834541 0.0017144366134532341 0.0012772888671439436 0.0013735559312934415 0.0013526027871564863 0.0010145952994937461 0.0010020698214952691
leaf_count=807 924 378 164 345 909 157 226
internal_value=0 -8.86634e-05 7.37802e-07 0.000141159 -0.000164144 0.000139128 0.000308998
internal_weight=0 0.00700493 0.00571788 0.00308799 0.00262989 0.00361893 0.00201667
internal_count=3910 2720 1796 723 1073 1190 383
is_linear=0
shrinkage=0.00196078


Tree=6623
num_leaves=8
num_cat=0
split_feature=49 42 151 16 15 4 4
split_gain=2.23669e-05 5.19458e-05 4.98654e-05 0.000113074 6.76027e-05 4.92407e-05 4.74015e-05
threshold=-0.047894999999999993 0.092395000000000019 -1.0000000180025095e-35 -0.23935499999999996 -0.038029999999999987 0.0051950000000000008 -0.08422499999999998
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -6
right_child=1 -3 3 4 6 -7 -8
leaf_value=-0.00010888532606880618 -0.00039957143226649532 -0.00046029040499181149 0.0006006270100722094 -0.00040710946594121064 -0.00011535107151342357 0.00046875287942629997 0.00035850375624976066
leaf_weight=0.0011997568062594058 0.0010034367689137191 0.0010603853224336662 0.0012387670531857076 0.0015112751490757152 0.0018385843376324896 0.0010764353578393017 0.0014531008565119431
leaf_count=324 391 746 259 716 638 181 655
internal_value=0 -5.56887e-05 5.20886e-06 7.24366e-05 -6.37929e-05 0.000164286 9.38302e-05
internal_weight=0 0.00810555 0.00704516 0.00604173 0.00480296 0.00227619 0.00329169
internal_count=3910 3405 2659 2268 2009 505 1293
is_linear=0
shrinkage=0.00196078


Tree=6624
num_leaves=7
num_cat=0
split_feature=52 13 1 2 3 0
split_gain=1.21304e-05 4.30657e-05 3.99698e-05 4.47586e-05 5.91589e-05 6.7198e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10251500000000001 -0.089974999999999986 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.020056578358384279 -0.0093706504461601725 -0.022266567825660624 -0.014168081147509573 0.019663457148738545 -0.0071499361688480995 0.023368092538444549
leaf_weight=0.0010677784968725476 0.0012176952315001927 0.0010729340382626311 0.0018414246147746803 0.0012285456782006824 0.0017990989391123773 0.0012046072404227057
leaf_count=169 647 524 413 486 934 737
internal_value=0 0.00132443 -0.00147435 0.00293163 -0.00211072 0.00508902
internal_weight=0 0.00821439 0.00714661 0.00530519 0.00407664 0.00300371
internal_count=3910 3263 3094 2681 2195 1671
is_linear=0
shrinkage=0.1


Tree=6625
num_leaves=8
num_cat=0
split_feature=52 160 4 16 52 13 15
split_gain=2.02408e-05 4.62915e-05 3.82994e-05 3.38299e-05 3.52861e-05 4.4259e-05 3.37598e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 -0.067969999999999989 0.048490000000000012 -0.094679999999999986 -0.087539999999999993
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=-0.00012297523665012196 -0.00041139181237140289 0.00031077257977410656 0.00054027343257229902 -0.00020919998543340466 0.00040911533894050299 -0.00021551913266824418 3.2991549532424953e-05
leaf_weight=0.0015487159386855225 0.0012680335831845337 0.001003670863386708 0.0010101475280804857 0.0018942258373882007 0.0010907823543825738 0.0015837275861063506 0.0010073924803170079
leaf_count=807 924 160 196 352 718 566 187
internal_value=0 -7.32533e-05 0.000108948 3.69204e-06 0.000113329 -1.13667e-05 0.000286979
internal_weight=0 0.00684044 0.00356626 0.00557241 0.00367818 0.0025874 0.00201754
internal_count=3910 2720 1190 1796 1444 726 383
is_linear=0
shrinkage=0.00196078


Tree=6626
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=2.15668e-05 6.94822e-05 6.85269e-05 3.16924e-05 5.93469e-05 8.95168e-05 0.000116812 6.9496e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.16421000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.00025736262935284574 -0.00044554474519166508 -0.00044479163508593181 -0.00021906117477956538 -0.00021662570649398156 0.00071503858622279566 0.00070603195903534634 -0.00044891111986532548 2.3435120083570087e-05
leaf_weight=0.0010562428510334119 0.001371701505151258 0.0010063417244699467 0.0012515311791564962 0.0010135232979515633 0.0010427961051610473 0.0012662400225559472 0.0010453318822617307 0.0012030604382102291
leaf_count=517 856 847 314 147 490 282 207 250
internal_value=0 -3.84658e-05 3.28592e-05 0.000103314 0.000159136 0.000262994 9.25417e-05 0.00034456
internal_weight=0 0.00920053 0.00782882 0.00682248 0.00580896 0.00455743 0.00329119 0.00224586
internal_count=3910 3393 2537 1690 1543 1229 947 740
is_linear=0
shrinkage=0.00196078


Tree=6627
num_leaves=9
num_cat=0
split_feature=133 50 160 156 42 0 47 16
split_gain=2.30022e-05 4.89815e-05 4.7431e-05 4.77715e-05 5.74365e-05 0.000105145 8.88506e-05 4.39939e-05
threshold=0.098810000000000023 0.086465000000000014 0.090735000000000024 0.084090000000000012 -1.0000000180025095e-35 -0.06402999999999999 0.089345000000000022 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00019809662739186053 -0.00028889216457962658 -0.00039243151016312317 -0.00033338112358759968 -0.00027924816345806643 0.00053013066303352161 0.00074964763184417939 -0.00031519338541313626 3.8372620083495833e-05
leaf_weight=0.0012741083542733428 0.001051885598398329 0.0010102387272621681 0.0010216311755093096 0.0010190595694871078 0.0015333102114010247 0.0013043980551812259 0.0012915756010010962 0.001286112392708674
leaf_count=593 618 561 282 470 333 300 180 573
internal_value=0 1.63175e-05 6.36171e-05 0.000116232 0.000176478 0.000264607 0.000110706 0.00030581
internal_weight=0 0.00974043 0.0087302 0.00770856 0.0066895 0.0054154 0.004111 0.00281942
internal_count=3910 3292 2731 2449 1979 1386 1086 906
is_linear=0
shrinkage=0.00196078


Tree=6628
num_leaves=9
num_cat=0
split_feature=1 3 49 52 15 3 3 15
split_gain=2.12419e-05 3.44838e-05 4.55424e-05 7.61309e-05 4.61823e-05 2.48962e-05 8.90963e-05 3.62689e-05
threshold=0.10113500000000002 -0.115685 -0.069934999999999983 0.086950000000000013 -0.0058549999999999991 0.090325000000000003 -0.077894999999999978 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2 -7
right_child=5 2 3 -5 -6 7 -8 -9
leaf_value=0.00019986090611552734 -0.00015775410520151123 -0.0005221499920376318 -0.00019814415917119988 -0.00049649648588312835 0.00031194868228127758 0.00018068602546671806 0.00065404274750994215 -0.00031668365506946097
leaf_weight=0.0013098853332310896 0.0010354326172524963 0.0010424604176642385 0.0011351673724301712 0.0011122064616765183 0.0017108755308935519 0.0012302405024853498 0.001043745298451278 0.0010403704910033787
leaf_count=254 282 209 847 815 798 189 385 131
internal_value=0 -8.33446e-05 -0.000157527 -6.14989e-05 0.000108494 9.4747e-05 0.000249767 -4.72036e-05
internal_weight=0 0.0063106 0.00500071 0.00395825 0.00284604 0.00434979 0.00207918 0.00227061
internal_count=3910 2923 2669 2460 1645 987 667 320
is_linear=0
shrinkage=0.00196078


Tree=6629
num_leaves=8
num_cat=0
split_feature=133 50 160 3 2 3 1
split_gain=3.0678e-05 5.4658e-05 4.35645e-05 4.37607e-05 4.38365e-05 5.25298e-05 4.11814e-05
threshold=0.098810000000000023 0.086465000000000014 0.090735000000000024 -0.13927999999999999 0.10796500000000002 -0.075954999999999981 0.095575000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00049514768267250699 -0.00032846561654750978 -0.00040810916066829055 -0.00030417795053139105 -0.00012568612394964221 -0.0001977636844051013 0.00013128631908758173 0.00058814510888209842
leaf_weight=0.0010647534444889238 0.0010454991156062165 0.001003126521787477 0.0010246359573709554 0.0016033740625603756 0.0017632826218826388 0.0019458766223331165 0.0012432240687274719
leaf_count=283 618 561 282 1073 465 344 284
internal_value=0 2.51425e-05 7.54142e-05 0.000126453 6.65717e-05 0.000163828 0.000309386
internal_weight=0 0.00964827 0.00864515 0.00762051 0.00655576 0.00479247 0.0031891
internal_count=3910 3292 2731 2449 2166 1701 628
is_linear=0
shrinkage=0.00196078


Tree=6630
num_leaves=7
num_cat=0
split_feature=52 160 4 16 0 47
split_gain=1.27482e-05 4.3195e-05 2.58605e-05 2.57144e-05 3.03037e-05 2.14071e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 -0.067969999999999989 -0.084304999999999977 0.087850000000000025
decision_type=2 2 2 2 2 2
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leaf_value=-0.0051045204252607775 -0.020212228039213513 0.0087328831968208117 0.012891125544394333 -0.0086561865330894213 0.019681220837277011 -0.010854138387193513
leaf_weight=0.0014225168272912546 0.0011527397318706291 0.0011950335893968207 0.0018205279147027972 0.0017395081288505204 0.0011282747664370331 0.0010467082471511762
leaf_count=807 924 617 383 352 691 136
internal_value=0 -0.00272683 0.00499758 0.00121798 0.00631475 -0.000412638
internal_weight=0 0.00626226 0.00324304 0.00510952 0.00337002 0.00224174
internal_count=3910 2720 1190 1796 1444 753
is_linear=0
shrinkage=0.1


Tree=6631
num_leaves=7
num_cat=0
split_feature=4 15 457 12 2 4
split_gain=1.26188e-05 3.37062e-05 1.85693e-05 3.11114e-05 4.57751e-05 4.49133e-05
threshold=0.24280000000000004 -0.15202999999999997 0.084485000000000018 0.051320000000000005 0.083795000000000022 -0.083329999999999987
decision_type=2 2 2 2 2 2
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leaf_value=0.024542295697397715 0.01930539950036584 -0.006143145681151296 -0.013451742898718666 0.0047681475006926509 -0.0015829020931018443 -0.018640888669606982
leaf_weight=0.0010378601688556747 0.0010587236581803422 0.001023690562160396 0.0011914789486391067 0.0017009971506659646 0.001895656464058206 0.0015817762508811739
leaf_count=137 333 216 231 636 424 1933
internal_value=0 0.00679519 -0.00201569 0.000176266 0.00766003 -0.0065113
internal_weight=0 0.00208241 0.00740777 0.00621629 0.00293352 0.00328277
internal_count=3910 549 3361 3130 561 2569
is_linear=0
shrinkage=0.1


Tree=6632
num_leaves=8
num_cat=0
split_feature=43 4 0 47 4 42 0
split_gain=1.27488e-05 3.37849e-05 2.86425e-05 3.17928e-05 3.35297e-05 2.44945e-05 3.2535e-05
threshold=-0.049504999999999987 -0.34687499999999999 -0.083674999999999986 0.087235000000000021 0.0057500000000000008 -1.0000000180025095e-35 -0.070894999999999986
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.0074251358339686296 -0.019187503366987962 -0.0094232314722597875 0.015600906390173672 -0.018243116784324099 0.011639397993419232 -0.00095280345135320829 0.023135562781107274
leaf_weight=0.0010849895990404164 0.0010414848261731105 0.0013937711289915998 0.0010161375908369309 0.0010413430090999635 0.0016511749907680531 0.0011418240162355069 0.0011017213314047916
leaf_count=510 224 609 775 155 323 970 344
internal_value=0 -0.00277402 0.000576232 -0.00315995 0.00199835 0.00491051 0.0108761
internal_weight=0 0.00614391 0.00510243 0.00408629 0.00304495 0.00332853 0.00224355
internal_count=3910 2086 1862 1087 932 1824 1314
is_linear=0
shrinkage=0.1


Tree=6633
num_leaves=9
num_cat=0
split_feature=50 157 51 2 1 151 15 2
split_gain=2.1394e-05 3.57696e-05 5.09247e-05 4.26957e-05 7.88473e-05 5.07749e-05 8.51862e-05 6.82482e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.032189999999999989 0.086650000000000019 0.095575000000000007 -0.044604999999999992 -0.021529999999999997 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.0003742009591565961 -0.00027381564440618245 -0.00037607805065208806 -0.00050048774365803899 -0.00021153393520767917 0.00023169823647112427 0.00062702794436251402 0.0003211262784810546 -0.00034616470119917781
leaf_weight=0.0010068406781205798 0.0010224835427486935 0.0012870479042290774 0.0012721416128968523 0.001161300243084736 0.0010179283751466902 0.0014726785442230315 0.0013395723068958228 0.0010520948148721675
leaf_count=361 689 442 734 274 277 479 507 147
internal_value=0 2.45193e-05 -1.64063e-05 4.68705e-05 -0.000175034 0.000147987 0.000256029 2.75849e-05
internal_weight=0 0.0096096 0.00860276 0.00731572 0.00229007 0.00502565 0.00386435 0.00239167
internal_count=3910 3221 2860 2418 1011 1407 1133 654
is_linear=0
shrinkage=0.00196078


Tree=6634
num_leaves=8
num_cat=0
split_feature=49 151 16 15 133 1 4
split_gain=1.22429e-05 3.47334e-05 5.56828e-05 3.85543e-05 3.24697e-05 4.80901e-05 2.38186e-05
threshold=-0.047894999999999993 -1.0000000180025095e-35 -0.15168999999999996 -0.064869999999999983 1.0000000180025095e-35 0.079945000000000016 0.004850000000000001
decision_type=2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 -1
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0037369364627301035 -0.018934701911818824 0.016635483412597955 -0.01927696640838749 0.021782353627002773 -0.013927590381586547 -0.0066998618945322136 0.017701079714916211
leaf_weight=0.0010624161276524947 0.0010378589982271277 0.0016452541033840857 0.0013143046496955878 0.0011681946589928332 0.0010309764640546691 0.0012035330874413284 0.0010118500734832209
leaf_count=317 426 435 770 624 632 518 188
internal_value=0 -0.00197216 0.00079489 -0.00473018 0.00088856 0.00732906 0.00672077
internal_weight=0 0.00740012 0.00636226 0.00471701 0.0034027 0.00237173 0.00207427
internal_count=3910 3405 2979 2544 1774 1142 505
is_linear=0
shrinkage=0.1


Tree=6635
num_leaves=8
num_cat=0
split_feature=157 160 42 42 151 2 3
split_gain=1.26792e-05 5.36816e-05 3.0864e-05 2.71364e-05 4.30436e-05 6.2339e-05 0.000137259
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.0088999999999999982 0.086875000000000022 0.12046500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
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leaf_value=0.010543354174160463 -0.020744944037324572 -0.011740499589874553 -0.0099879297709379727 -0.0088228003422029209 -0.0053816551111827218 0.043006706722853699 -0.0038136771719719134
leaf_weight=0.0010071796041527916 0.001218283753308143 0.0013415385472729715 0.0010049655180426314 0.0011350994575005449 0.0012074904455953122 0.0014105596655495435 0.0011259404568182184
leaf_count=563 828 875 254 587 374 318 111
internal_value=0 -0.00132695 0.00194706 0.00506776 0.00838789 0.0133203 0.0222234
internal_weight=0 0.00844388 0.00722559 0.00588406 0.00474896 0.00374399 0.0025365
internal_count=3910 3347 2519 1644 1057 803 429
is_linear=0
shrinkage=0.1


Tree=6636
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 0
split_gain=1.48217e-05 3.05814e-05 1.93865e-05 5.76392e-05 3.06429e-05 3.81286e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.06402999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.014957488582609899 -0.021303906313993093 0.0052976847215797226 0.012921136743459363 0.015314872901791891 -0.014669348258226281 0.011535558738651175
leaf_weight=0.0016554040646116473 0.0010333511539585855 0.0013559508347863974 0.0014321719838699528 0.0017074117789311607 0.0011939756287478417 0.0010379206176249873
leaf_count=1913 274 95 362 501 447 318
internal_value=0 -0.005837 0.00266952 -0.000283042 0.00523111 -0.00248302
internal_weight=0 0.00301135 0.00640483 0.00497266 0.00393931 0.0022319
internal_count=3910 2008 1902 1540 1266 765
is_linear=0
shrinkage=0.1


Tree=6637
num_leaves=7
num_cat=0
split_feature=1 42 133 13 2 2
split_gain=1.31038e-05 2.86903e-05 2.71904e-05 3.83724e-05 5.55493e-05 3.34958e-05
threshold=0.12730000000000002 0.091955000000000023 0.065880000000000008 0.00079000000000000012 0.088820000000000024 0.10679500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.020493387316548654 0.0097719055970046931 -0.017145079182503069 0.012661901204851115 0.013393877533336832 0.013816203970222769 -0.0084691742920695191
leaf_weight=0.0017644745913236171 0.0011875725557388027 0.0010218705337771469 0.0015154143690383377 0.0012081918311738398 0.0013075987815350789 0.0013929003048947109
leaf_count=908 345 732 887 473 344 221
internal_value=0 -0.00146647 0.000762275 -0.00241635 -0.00669449 0.00232155
internal_weight=0 0.00821045 0.00718858 0.00567317 0.00446497 0.0027005
internal_count=3910 3565 2833 1946 1473 565
is_linear=0
shrinkage=0.1


Tree=6638
num_leaves=7
num_cat=0
split_feature=1 0 48 47 4 1
split_gain=1.49969e-05 2.42213e-05 1.87054e-05 4.9187e-05 6.46157e-05 6.28877e-05
threshold=0.076710000000000014 0.047345000000000005 0.086215000000000014 0.09252500000000001 -0.0086749999999999969 0.10723500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.014016882290640038 -0.0055640661299961565 0.0040467425967457048 -0.0053317285966229359 -0.012629218765650145 0.040450630421059119 0.0056766834967193827
leaf_weight=0.0016470213738719228 0.0012651319114717623 0.0013513795169583453 0.0019941305979331156 0.0010414340692390151 0.0010420219531880083 0.001038245340685604
leaf_count=1913 747 95 405 186 206 358
internal_value=0 -0.00587561 0.0026987 0.0063491 0.0122571 0.0230952
internal_weight=0 0.0029984 0.00638096 0.00438683 0.0033454 0.00208027
internal_count=3910 2008 1902 1497 1311 564
is_linear=0
shrinkage=0.1


Tree=6639
num_leaves=9
num_cat=0
split_feature=376 1 52 1 3 4 2 0
split_gain=1.94444e-05 3.80807e-05 4.99978e-05 4.7296e-05 9.02497e-05 4.07207e-05 5.5823e-05 3.92802e-05
threshold=0.048375000000000008 0.12864500000000004 0.10218500000000001 0.11097000000000001 0.096385000000000012 0.05309500000000001 0.09116500000000001 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00026607151554344636 0.00024911750980424323 0.00032114662410072565 -0.00045967254668423499 -0.00034964827300308041 0.00055689448016468844 0.00027473379152793205 -0.00054595078519546042 0.00023444846173824568
leaf_weight=0.0011467434546727814 0.0010199104924447271 0.001018157927806307 0.0011513053039576915 0.0013403966902616471 0.0011252910005533079 0.0010480667870003246 0.0010414925329325178 0.0012709303363080177
leaf_count=814 206 276 662 245 149 336 506 716
internal_value=0 -3.63206e-05 -8.11197e-05 -1.86165e-05 6.01606e-05 -6.38557e-05 -0.000166442 -2.95661e-06
internal_weight=0 0.00914238 0.00812423 0.00697292 0.00563252 0.00450723 0.00345917 0.00241767
internal_count=3910 3704 3428 2766 2521 2372 2036 1530
is_linear=0
shrinkage=0.00196078


Tree=6640
num_leaves=9
num_cat=0
split_feature=4 0 0 15 49 3 1 457
split_gain=2.02685e-05 4.20197e-05 2.6863e-05 5.612e-05 6.38058e-05 4.57726e-05 4.21672e-05 3.00962e-05
threshold=-0.48072499999999996 1.0000000180025095e-35 -0.082994999999999985 -0.11739999999999999 -0.0057999999999999987 -0.075679999999999983 0.089370000000000019 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -4 -6 -5
right_child=1 -3 5 4 6 -7 -8 -9
leaf_value=-0.00027177663464634854 -0.0002772601773125791 0.00039666767090121567 -0.00052043711880304228 -0.00033162112703194176 0.00014486137952311826 3.3490801399581102e-05 0.00067673518898390354 0.000132828904192784
leaf_weight=0.001020226056244653 0.0015615967696982289 0.0010117727639891846 0.001006247082419211 0.0010267837263268709 0.0012980319905529186 0.0013337142697779499 0.0010261102690213484 0.0011231605914299664
leaf_count=208 421 207 956 291 929 565 171 162
internal_value=0 1.92249e-05 -2.63699e-05 4.27716e-05 0.000154473 -0.000204713 0.000379684 -8.8986e-05
internal_weight=0 0.00938742 0.00837564 0.00603568 0.00447409 0.00233996 0.00232414 0.00214994
internal_count=3910 3702 3495 1974 1553 1521 1100 453
is_linear=0
shrinkage=0.00196078


Tree=6641
num_leaves=9
num_cat=0
split_feature=1 2 3 2 16 0 43 2
split_gain=2.47356e-05 3.67552e-05 2.56341e-05 4.11488e-05 3.94278e-05 5.02223e-05 2.53723e-05 1.82648e-05
threshold=0.10786000000000001 0.114165 0.11476000000000001 0.097575000000000009 -0.078844999999999985 -0.089539999999999995 -0.074254999999999988 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 -2 -6
right_child=1 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00012311574322732715 0.00016509431509509039 0.00036488655033099863 0.00019933754246939439 -0.00038295591533775078 -0.0003870313725884863 0.00048794600508703995 -0.0002636929622536665 -3.3732784819873879e-05
leaf_weight=0.0010694586842798239 0.0011144720968352278 0.0014610408897777812 0.0011125243699904586 0.0017012159297792821 0.0010764642444283192 0.0010012452727518198 0.0010126459383204456 0.0011785079696709916
leaf_count=366 183 389 73 701 619 674 180 725
internal_value=0 0.000125435 -7.4126e-05 -0.000124606 -2.30006e-05 0.00017235 -3.90362e-05 -0.000202388
internal_weight=0 0.00358816 0.00713942 0.00602689 0.00432568 0.0020707 0.00212712 0.00225497
internal_count=3910 752 3158 3085 2384 1040 363 1344
is_linear=0
shrinkage=0.00196078


Tree=6642
num_leaves=8
num_cat=0
split_feature=1 13 52 133 13 1 16
split_gain=1.45829e-05 3.24165e-05 1.81975e-05 4.39343e-05 4.55827e-05 2.70163e-05 1.03684e-05
threshold=0.10786000000000001 -0.052124999999999998 0.086950000000000013 0.065880000000000008 -0.028919999999999998 0.086560000000000012 -0.067969999999999989
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -3
right_child=1 6 -4 -5 5 -7 -8
leaf_value=-0.022330263650549978 0.019119367176311911 0.0050741883521627715 -0.011952630367413942 0.018582056534057007 0.014323110864302059 -0.0065559979878312899 -0.009147850059436885
leaf_weight=0.0010557640849256224 0.0011232375525176311 0.0010282769239440344 0.0016274921127751897 0.001027001103584941 0.0010859177170702468 0.0014435659433110453 0.0010221932148489227
leaf_count=574 398 154 949 820 446 369 200
internal_value=0 0.00546439 -0.00286147 0.00034647 -0.00487715 0.00240749 -0.00201573
internal_weight=0 0.00317371 0.00623974 0.00461225 0.00358525 0.00252948 0.00205047
internal_count=3910 752 3158 2209 1389 815 354
is_linear=0
shrinkage=0.1


Tree=6643
num_leaves=8
num_cat=0
split_feature=1 42 484 457 4 2 2
split_gain=2.06778e-05 3.51683e-05 2.84324e-05 3.92067e-05 5.92012e-05 9.94076e-05 3.16461e-05
threshold=0.12730000000000002 0.091955000000000023 0.073820000000000011 0.041935000000000007 -0.077679999999999985 0.091525000000000009 0.090695000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00033553934154779985 0.0002212835103936237 -0.00036938785081559435 0.00028059860161337626 0.0002536510184953194 -0.0007098038457954151 1.2505519788601971e-05 -0.00011508525704629934
leaf_weight=0.0011826210433757249 0.001297471554416005 0.00111537182112158 0.0011993175868246714 0.0013337716707835226 0.0013136327774287894 0.0016560117079999256 0.0012144786543777843
leaf_count=728 345 732 395 248 676 572 214
internal_value=0 -4.34633e-05 2.55377e-06 -4.72132e-05 -0.000121986 -0.000307011 0.000107233
internal_weight=0 0.00901521 0.00789983 0.00670052 0.00536674 0.00296964 0.0023971
internal_count=3910 3565 2833 2438 2190 1248 942
is_linear=0
shrinkage=0.00196078


Tree=6644
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 16 2 3
split_gain=3.19909e-05 2.90243e-05 8.81203e-05 6.82534e-05 7.73357e-05 4.14982e-05 3.92337e-05 5.66499e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.033174999999999989 0.085255000000000011 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.00049703598729543719 -0.00034104250370294465 5.9355065989561366e-05 0.00045853428750590333 -0.00057950888641471437 0.00036540027167904275 -5.0420727063630698e-05 -0.00068763085918114686 -6.9263220402342743e-05
leaf_weight=0.0010545501837953969 0.0010546914286533012 0.0015889634901009638 0.0011583800812124904 0.0010763313331000491 0.0013581822959625226 0.0010750087284535819 0.0010156519582662986 0.0012969387837765411
leaf_count=298 279 809 387 329 509 108 1058 133
internal_value=0 1.86751e-05 -3.87243e-05 -0.000129635 -3.75742e-05 0.000220678 -0.000177855 -0.00034084
internal_weight=0 0.00962401 0.00749445 0.00633607 0.00525974 0.00212956 0.00390155 0.00231259
internal_count=3910 3631 3225 2838 2509 406 2000 1191
is_linear=0
shrinkage=0.00196078


Tree=6645
num_leaves=8
num_cat=0
split_feature=4 15 160 0 42 1 12
split_gain=1.32581e-05 3.04577e-05 2.12134e-05 3.70465e-05 3.88673e-05 5.36305e-05 4.35376e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.026849999999999995 -0.14136999999999997 -1.0000000180025095e-35 0.095155000000000017 0.088325000000000015
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.009009004031199223 0.018981502517762414 -0.005364824243020358 -0.019471696213024376 -0.016427797594791554 -0.018298398807769498 0.023383070376882843 0.0085889779010519304
leaf_weight=0.0014042933908696284 0.0010467539205049061 0.0010092973656279948 0.0013151256209784721 0.001149173740099132 0.0010902110016460459 0.0010734712858846123 0.0013454911290273798
leaf_count=923 333 216 216 800 529 396 497
internal_value=0 0.00703011 -0.00205028 -0.00465019 -0.000465844 0.00476133 -0.00344571
internal_weight=0 0.00205605 0.00737777 0.00597347 0.00465835 0.00350917 0.0024357
internal_count=3910 549 3361 2438 2222 1422 1026
is_linear=0
shrinkage=0.1


Tree=6646
num_leaves=8
num_cat=0
split_feature=43 4 457 4 1 3 42
split_gain=1.20912e-05 3.59834e-05 2.86263e-05 3.20013e-05 7.72226e-05 2.74272e-05 1.35948e-05
threshold=-0.062599999999999989 -0.34687499999999999 0.082870000000000013 -1.0000000180025095e-35 0.11198000000000001 -0.075954999999999981 0.085545000000000024
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0057602162512165539 -0.019561438644573451 0.0086530385544575129 0.015419533036258239 -0.025046465997071023 0.0102160314973274 0.016275502160871567 -0.010649528546554614
leaf_weight=0.001010173838586907 0.0010482483521030914 0.001472479476215201 0.0010584881856526953 0.0014443223081848067 0.0010895128528221349 0.0012787254651632825 0.0010092557540106349
leaf_count=715 227 1088 160 408 265 532 515
internal_value=0 -0.00269703 0.000793346 -0.00307096 -0.0098841 0.00481561 -0.00244093
internal_weight=0 0.00611305 0.0050648 0.00400631 0.00253384 0.00329816 0.00201943
internal_count=3910 2148 1921 1761 673 1762 1230
is_linear=0
shrinkage=0.1


Tree=6647
num_leaves=6
num_cat=0
split_feature=15 151 13 43 15
split_gain=1.14181e-05 2.91736e-05 3.8949e-05 5.40659e-05 5.30702e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.094679999999999986 -0.083899999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0075982203699361608 0.016014342164466403 0.013040636433781387 0.0088272671254088324 -0.0020563217414579409 -0.027845588378299965
leaf_weight=0.0016547880357925026 0.0011819806514660547 0.0015090295990981524 0.0017670831067983124 0.0019022367094166013 0.0013745278995561847
leaf_count=614 487 295 555 689 1270
internal_value=0 0.00155397 -0.00105433 -0.0052713 -0.0128743
internal_weight=0 0.00773486 0.00655288 0.00504385 0.00327676
internal_count=3910 3296 2809 2514 1959
is_linear=0
shrinkage=0.1


Tree=6648
num_leaves=8
num_cat=0
split_feature=4 1 2 4 49 15 15
split_gain=1.22368e-05 2.53407e-05 2.03025e-05 4.02122e-05 3.46993e-05 3.95071e-05 9.84927e-05
threshold=0.24280000000000004 0.11235500000000002 0.11085000000000002 -0.34687499999999999 -0.00064499999999999985 -0.017214999999999998 0.080970000000000014
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.022418608504048729 -0.0044513882071637581 0.017851929064539751 0.00834285919314578 -0.013885082676042826 -0.0096047606076648927 0.035768521620106429 -0.0072217563029369604
leaf_weight=0.0010444950042387963 0.001009755453737245 0.0010281060699487343 0.0015172524415919195 0.0014158706308426781 0.0012167981686181327 0.0010046217834100975 0.0011350112367139904
leaf_count=217 206 343 440 517 772 167 1248
internal_value=0 0.00680069 -0.001959 -0.00464613 -0.000756338 0.00478187 0.0129635
internal_weight=0 0.00203786 0.00733405 0.0058168 0.0047723 0.00335643 0.00213963
internal_count=3910 549 3361 2921 2704 2187 1415
is_linear=0
shrinkage=0.1


Tree=6649
num_leaves=8
num_cat=0
split_feature=376 1 15 52 2 16 13
split_gain=1.98159e-05 3.93448e-05 3.92226e-05 4.35276e-05 5.55532e-05 5.41208e-05 7.08237e-05
threshold=0.048375000000000008 0.12864500000000004 -0.11739999999999999 -0.092854999999999979 0.094400000000000026 -0.11180499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00037126485016692406 0.00025005693649568511 0.0003203714096861927 -0.00035174106683252582 0.00057283850076652893 -0.00021501631041683712 -0.00032418594814421364 0.00031303147064243612
leaf_weight=0.0014640258221008994 0.0010424731681626049 0.0010656655364564621 0.0012389129752825214 0.0010399621537781024 0.0019567902477706277 0.001148139892726155 0.0016123035610669423
leaf_count=367 206 276 635 220 614 1260 332
internal_value=0 -3.46879e-05 -7.94123e-05 -1.83384e-05 5.34079e-05 0.000191617 4.79963e-05
internal_weight=0 0.0095258 0.00846013 0.00699611 0.0057572 0.00380041 0.00276044
internal_count=3910 3704 3428 3061 2426 1812 1592
is_linear=0
shrinkage=0.00196078


Tree=6650
num_leaves=7
num_cat=0
split_feature=42 40 2 3 1 13
split_gain=1.16928e-05 4.53001e-05 5.58454e-05 6.56991e-05 3.86288e-05 3.75014e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.094625000000000015 0.088495000000000018 -0.028919999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.010112920211863968 0.020784580902348099 -0.0064170209103977223 -0.016328835888405415 0.026300859263646503 -0.012739800421486359 0.017973829001316135
leaf_weight=0.0010283284635396244 0.0010335008834027543 0.0012104370036674864 0.0019003481547122201 0.0010316365625112752 0.0018481507732025721 0.0013153900463600604
leaf_count=440 363 1184 479 190 710 544
internal_value=0 0.00118874 -0.00158329 0.00360053 -0.00175352 0.00628515
internal_weight=0 0.00833946 0.00730596 0.00540561 0.00437398 0.00252583
internal_count=3910 3470 3107 2628 2438 1728
is_linear=0
shrinkage=0.1


Tree=6651
num_leaves=8
num_cat=0
split_feature=133 50 160 3 2 3 4
split_gain=6.7924e-05 7.57447e-05 3.69654e-05 3.85126e-05 4.26293e-05 6.09337e-05 3.94866e-05
threshold=0.099765000000000006 0.086465000000000014 0.087825000000000014 -0.13927999999999999 0.10796500000000002 -0.075954999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00049686910232541283 -0.00049383488829731327 -0.00046729823023387509 -0.0002116944252777071 -0.00011622112471724738 -0.00016732229103154884 0.00059858435454007751 0.00014807676466310133
leaf_weight=0.001075901852909936 0.0010038980011766981 0.0010053019392367224 0.0012415416392260068 0.0015898599299349107 0.0017245062791617343 0.0014032869548976697 0.0016018579945491873
leaf_count=279 608 562 330 1066 465 304 296
internal_value=0 4.20896e-05 0.00010138 0.000153939 9.55548e-05 0.000194213 0.000358446
internal_weight=0 0.00964226 0.00863695 0.00739541 0.00631951 0.004595 0.00300514
internal_count=3910 3302 2740 2410 2131 1666 600
is_linear=0
shrinkage=0.00196078


Tree=6652
num_leaves=9
num_cat=0
split_feature=1 3 49 52 15 3 3 15
split_gain=2.48273e-05 4.37212e-05 3.69418e-05 6.09844e-05 6.38652e-05 2.68411e-05 6.72155e-05 3.39127e-05
threshold=0.10113500000000002 -0.115685 -0.069934999999999983 0.086950000000000013 -0.0058549999999999991 0.090325000000000003 -0.077894999999999978 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2 -7
right_child=5 2 3 -5 -6 7 -8 -9
leaf_value=0.00023122213352086331 -8.9559773793152736e-05 -0.00049957202262513895 -0.00028444287615069484 -0.00046976648134676625 0.00030677185317833214 0.00017739015776579395 0.00061081361226241078 -0.00030056137674794813
leaf_weight=0.0013220476436802391 0.0010417198925931439 0.0010352876990909051 0.0011853596039933844 0.0011360249384127635 0.0017244244710493181 0.0012450607611024754 0.0010658729797474822 0.0010538801391965008
leaf_count=254 282 209 847 815 798 189 385 131
internal_value=0 -8.64173e-05 -0.000169064 -8.44896e-05 6.59285e-05 0.000104812 0.00026464 -4.17123e-05
internal_weight=0 0.00640314 0.0050811 0.00404581 0.00290978 0.00440653 0.00210759 0.00229894
internal_count=3910 2923 2669 2460 1645 987 667 320
is_linear=0
shrinkage=0.00196078


Tree=6653
num_leaves=8
num_cat=0
split_feature=1 4 48 47 0 160 51
split_gain=3.06513e-05 3.16765e-05 2.75176e-05 6.76536e-05 6.54412e-05 8.03478e-05 5.26879e-05
threshold=0.076710000000000014 -0.083329999999999987 0.086215000000000014 0.09252500000000001 -0.084154999999999994 -1.0000000180025095e-35 0.089355000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4
right_child=2 -3 6 -5 -6 -7 -8
leaf_value=3.3526866330308458e-06 7.0757572311015799e-05 -0.00038061281283571969 -0.00040105747512411352 -0.00026625028226081172 -0.00011138759571714713 0.0007588081746567715 0.0001986026066043818
leaf_weight=0.0019301426617095484 0.0011986583139771924 0.0014441142057353027 0.0011774757647382279 0.0011664181239944491 0.0011741618053994129 0.0014321356643744168 0.001080037453093752
leaf_count=454 195 1554 234 186 810 306 171
internal_value=0 -0.000160977 6.53554e-05 0.000146878 0.000273523 0.000445314 -0.000114169
internal_weight=0 0.00337426 0.00722889 0.00497137 0.00380496 0.00263079 0.00225751
internal_count=3910 2008 1902 1497 1311 501 405
is_linear=0
shrinkage=0.00196078


Tree=6654
num_leaves=7
num_cat=0
split_feature=1 3 3 13 52 0
split_gain=1.22444e-05 3.32264e-05 4.17472e-05 2.34214e-05 4.48796e-05 3.29382e-05
threshold=0.088010000000000019 -0.115685 -0.069909999999999986 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.011304670818531495 0.011627272126160449 -0.024864300535339227 -0.00031849312672020582 -0.019228447569643019 0.018098779491801689 -0.0053106082735781086
leaf_weight=0.0010132793383900848 0.0019972397617771054 0.0011214553349645938 0.0018132180478975975 0.0010501252678436586 0.0011195633724411552 0.0012978326508374743
leaf_count=200 961 1694 431 237 120 267
internal_value=0 -0.00430778 -0.00969842 0.00300116 -0.00196735 0.00553093
internal_weight=0 0.00394795 0.00293467 0.00546476 0.00346752 0.0024174
internal_count=3910 2325 2125 1585 624 387
is_linear=0
shrinkage=0.1


Tree=6655
num_leaves=8
num_cat=0
split_feature=50 4 12 49 4 42 2
split_gain=2.47137e-05 3.27662e-05 5.31448e-05 5.75511e-05 8.5037e-05 7.68092e-05 5.8375e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 -0.00064499999999999985 -0.08422499999999998 1.0000000180025095e-35 0.092865000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00043047102702414316 -0.00028712195929483724 0.00032441524650853216 6.0295270263115745e-05 -0.00016002372522378887 0.00059385910913791666 -4.8828969458776387e-05 -0.00055144488195106405
leaf_weight=0.0010319797904711978 0.0010424426231745885 0.0012688379804718123 0.0013960588715962283 0.0019244420764238227 0.002001389477243546 0.0011122776917308519 0.0010513835178837809
leaf_count=270 689 396 296 602 553 928 176
internal_value=0 3.04571e-05 -1.33332e-05 4.41746e-05 0.000164005 0.000364275 -0.000202499
internal_weight=0 0.00978637 0.00851753 0.00748555 0.00503811 0.00311367 0.00244744
internal_count=3910 3221 2825 2555 2083 1481 472
is_linear=0
shrinkage=0.00196078


Tree=6656
num_leaves=8
num_cat=0
split_feature=52 160 13 13 3 52 1
split_gain=1.12496e-05 4.18407e-05 2.84572e-05 6.71182e-05 3.05409e-05 2.44656e-05 3.05946e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996 -0.087094999999999992 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.012599569613650906 -0.019713590323312477 -0.012998543248464329 0.026627855049742705 -0.013031314165670117 0.0074459728023761468 0.017439402443882559 0.011229289530213326
leaf_weight=0.0011343082529167428 0.001154660363595076 0.0010829742449356226 0.001075677772412405 0.0014297662596936497 0.0014846457868777892 0.001031421854992024 0.001026342004177934
leaf_count=583 924 127 484 966 219 304 303
internal_value=0 -0.00253282 0.00137763 0.00527955 -0.00259987 0.00476827 -0.0012805
internal_weight=0 0.00622772 0.00507306 0.00399009 0.00291441 0.00319207 0.00216065
internal_count=3910 2720 1796 1669 1185 1190 886
is_linear=0
shrinkage=0.1


Tree=6657
num_leaves=7
num_cat=0
split_feature=43 4 48 13 4 43
split_gain=1.18291e-05 2.74358e-05 3.0313e-05 5.38993e-05 4.83829e-05 2.20912e-05
threshold=-0.062599999999999989 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35 -0.093039999999999984
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0024840196385158032 -0.017451747638818644 -0.01264460404213918 -0.01161679381274603 0.029818594097283227 0.0013945444961437018 0.013996628492845969
leaf_weight=0.0018479659740577967 0.0010403719951315692 0.0011328760557543409 0.0014868716447013937 0.0010596871905579298 0.001377056125799388 0.0014527126284258284
leaf_count=602 227 1149 310 227 235 1160
internal_value=0 -0.00266285 0.000379967 0.00537704 0.0137556 0.00476953
internal_weight=0 0.00609686 0.00505649 0.00356962 0.00243674 0.00330068
internal_count=3910 2148 1921 1611 462 1762
is_linear=0
shrinkage=0.1


Tree=6658
num_leaves=7
num_cat=0
split_feature=3 39 3 4 15 15
split_gain=1.20156e-05 3.05554e-05 3.62217e-05 6.99065e-05 2.99058e-05 1.98982e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.021529999999999997 0.085120000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.013891261304691699 0.0086922909821461041 0.013925189588195112 -0.029704060090559526 0.0001274141111997839 -0.013537670777924471 0.0057253369940787752
leaf_weight=0.0014740986064767612 0.0013474786042858436 0.0011056548320714501 0.0012919603450888403 0.002004034419181885 0.001154585715918699 0.0010013046576786721
leaf_count=866 239 424 490 307 672 912
internal_value=0 -0.00151217 -0.00397657 -0.0115659 0.00291447 -0.00459095
internal_weight=0 0.00803164 0.00692598 0.00329599 0.00362999 0.00215589
internal_count=3910 3671 3247 797 2450 1584
is_linear=0
shrinkage=0.1


Tree=6659
num_leaves=8
num_cat=0
split_feature=50 160 2 4 0 0 0
split_gain=3.06595e-05 3.16488e-05 2.68942e-05 5.28522e-05 3.8256e-05 5.92717e-05 2.32067e-05
threshold=0.088425000000000017 -0.026849999999999995 0.11708 0.15927500000000003 -0.083564999999999987 -0.053834999999999994 -0.15291499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00025445842828237804 -0.00033966373822659371 -7.0881039236148105e-05 -0.00032072641426544049 0.00034142849027034365 0.00042734226724829022 -0.00014989206992912455 -0.00048489135226757513
leaf_weight=0.0017981160656294912 0.0010056393237995844 0.0010033162578208226 0.0010845158722219278 0.0014590402319472305 0.001078722132852954 0.0018686493424746803 0.0010817760942745691
leaf_count=808 689 99 334 268 692 271 749
internal_value=0 2.05991e-05 -3.49058e-05 1.28454e-05 -8.24193e-05 6.13726e-05 -0.000285676
internal_weight=0 0.00937414 0.00757602 0.0064915 0.00503246 0.00294737 0.00208509
internal_count=3910 3221 2413 2079 1811 963 848
is_linear=0
shrinkage=0.00196078


Tree=6660
num_leaves=7
num_cat=0
split_feature=50 484 42 43 4 16
split_gain=1.17294e-05 2.64062e-05 2.27481e-05 4.94274e-05 5.0006e-05 6.2389e-05
threshold=0.086465000000000014 0.085515000000000022 -1.0000000180025095e-35 -0.074254999999999988 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.01306475410043114 -0.0099873899304700163 0.016385647248024684 0.015940390369782922 -0.016150608889564006 -0.011398011493596082 0.020830354065156417
leaf_weight=0.0012678242836673074 0.0010551755843174479 0.0010070989203320819 0.0017316360256084641 0.0019081122256803407 0.0011441507645527744 0.00126452122899546
leaf_count=836 715 386 731 812 247 183
internal_value=0 0.00120424 -0.000885516 0.0016674 -0.00405807 0.00552146
internal_weight=0 0.00832334 0.00731624 0.00604842 0.00431678 0.00240867
internal_count=3910 3195 2809 1973 1242 430
is_linear=0
shrinkage=0.1


Tree=6661
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 4
split_gain=1.1948e-05 2.98535e-05 6.11628e-05 2.78874e-05 5.19666e-05 5.51708e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.023754374909680243 -0.0090509519779974224 -0.0022158627301806337 0.0089329277936122144 0.016924443515980211 -0.014771390578068842 0.026157889065122109
leaf_weight=0.0012090698911821603 0.0012737389661872161 0.0017758023917647265 0.0010871582652719099 0.0015016390611087256 0.00139401353674584 0.0011159402758028833
leaf_count=485 843 643 220 302 496 921
internal_value=0 0.00136936 -0.00827844 0.00519726 0.0010883 0.00873373
internal_weight=0 0.00808362 0.00229623 0.0057874 0.00428576 0.00289174
internal_count=3910 3067 705 2362 2060 1564
is_linear=0
shrinkage=0.1


Tree=6662
num_leaves=9
num_cat=0
split_feature=11 13 39 0 4 43 3 12
split_gain=5.08217e-05 3.75002e-05 4.99484e-05 6.58896e-05 4.84449e-05 4.78735e-05 5.68963e-05 3.02027e-05
threshold=0.078340000000000007 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.26048500000000002 -0.083899999999999988 0.084925000000000014 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=5.7378074829364119e-05 -0.00042317795101827748 0.00044492603074629738 0.0003456791158150714 -0.00052978874966417612 -0.0003919943546305562 -0.00031755554550817213 0.0001967622111446251 0.00051473227847275099
leaf_weight=0.0012433058530850608 0.0010089927251257192 0.0010709123064613188 0.0011761796539736307 0.0011046189502966278 0.0010096274038273213 0.0014858504998586136 0.001864823653199732 0.0010029578821352111
leaf_count=336 263 609 387 330 133 1630 140 82
internal_value=0 3.86367e-05 -2.63017e-05 -9.32428e-05 -4.4566e-06 8.4034e-05 -3.13111e-05 0.000261587
internal_weight=0 0.00995828 0.00771201 0.00653583 0.00543121 0.00442159 0.00335067 0.00224626
internal_count=3910 3647 3229 2842 2512 2379 1770 418
is_linear=0
shrinkage=0.00196078


Tree=6663
num_leaves=9
num_cat=0
split_feature=11 13 39 0 2 48 43 16
split_gain=2.89781e-05 2.80898e-05 6.61139e-05 6.36994e-05 4.22188e-05 6.09004e-05 5.56492e-05 2.36323e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.11230000000000001 0.08407000000000002 -0.074254999999999988 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00043570966850625621 -0.00032357284682338469 0.00017936354937258061 0.00039933040121941201 -0.000555886030368336 -0.00034479268817356052 0.00039660365037872856 -0.00040514896500323225 1.7452217385649478e-05
leaf_weight=0.0010215463057848357 0.0010367206675819087 0.0012614059686468881 0.0011373700732661626 0.0010469121888394542 0.0012149648362649165 0.0014276262324542655 0.0012436251105581047 0.0010565277295885031
leaf_count=298 279 845 387 329 199 301 1164 108
internal_value=0 2.18328e-05 -3.52009e-05 -0.000114985 -2.53151e-05 7.33851e-05 -0.000110818 0.000223061
internal_weight=0 0.00940998 0.0073319 0.00619453 0.00514762 0.00393266 0.00250503 0.00207807
internal_count=3910 3631 3225 2838 2509 2310 2009 406
is_linear=0
shrinkage=0.00196078


Tree=6664
num_leaves=8
num_cat=0
split_feature=50 48 12 1 48 13 2
split_gain=3.22045e-05 3.92119e-05 8.65479e-05 9.65208e-05 4.96833e-05 7.10579e-05 9.56006e-05
threshold=0.088425000000000017 0.11379500000000002 -0.036459999999999992 0.11198000000000001 0.083775000000000002 -0.10023999999999998 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00046910048817765012 -0.00033432515571162074 -0.00033053128005854706 0.00031983711208065585 0.00055449214270039205 0.00031323600235309395 0.00011858251213945672 -0.00055474916728136985
leaf_weight=0.0010245006728073535 0.0010707239192220804 0.0010715443958755526 0.0012164455367871894 0.0016729391333370593 0.0016552927309884807 0.0015408668761920192 0.0017108324106979841
leaf_count=422 689 145 114 274 317 640 1309
internal_value=0 2.36603e-05 6.66869e-05 0.000137093 2.30587e-05 -8.44419e-05 -0.000235681
internal_weight=0 0.00989242 0.00882088 0.00779638 0.00612344 0.00446814 0.0032517
internal_count=3910 3221 3076 2654 2380 2063 1949
is_linear=0
shrinkage=0.00196078


Tree=6665
num_leaves=7
num_cat=0
split_feature=50 51 4 151 1 2
split_gain=1.2122e-05 2.31525e-05 2.75173e-05 4.16997e-05 4.45315e-05 3.00851e-05
threshold=0.086465000000000014 -0.07742499999999998 0.28937500000000005 -0.024429999999999997 0.078675000000000009 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0094932195861134015 -0.010138587787464333 0.018300364586495064 0.018980885147642249 0.014128781068487611 -0.014532990986271652 -0.0077721285825447673
leaf_weight=0.0016262061846821245 0.0010599866400155126 0.0011311271374293162 0.0010143649752039526 0.0015733985479376017 0.0019613369543251997 0.0010430334247223342
leaf_count=620 715 346 371 1115 497 246
internal_value=0 0.00121387 0.00380368 0.00110697 -0.00314137 0.00539804
internal_weight=0 0.00834947 0.00672326 0.0057089 0.00457777 0.00261643
internal_count=3910 3195 2575 2204 1858 1361
is_linear=0
shrinkage=0.1


Tree=6666
num_leaves=7
num_cat=0
split_feature=15 43 0 0 15 1
split_gain=1.29673e-05 2.79685e-05 4.17492e-05 5.02487e-05 3.96821e-05 4.63469e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.082994999999999985 -0.035699999999999989 -0.0063699999999999989 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0080949177065508474 0.015056517832161373 -0.017385250245066198 -0.02743953561037852 0.00056011151186612605 0.017342355981341716 0.012281876291155088
leaf_weight=0.0016540736801679123 0.0012971434558339649 0.0011121616094239767 0.0010652682059906398 0.0016090938841229461 0.001654571086569133 0.0010001261656629875
leaf_count=614 233 615 1237 356 669 186
internal_value=0 0.00165974 -0.00103813 -0.0105929 0.00574547 -0.00333846
internal_weight=0 0.00773836 0.00644122 0.00267436 0.00376686 0.00211229
internal_count=3910 3296 3063 1593 1470 801
is_linear=0
shrinkage=0.1


Tree=6667
num_leaves=7
num_cat=0
split_feature=3 47 4 13 151 16
split_gain=1.212e-05 3.16759e-05 4.3965e-05 2.5824e-05 3.29098e-05 4.73059e-05
threshold=0.13772500000000001 0.10887000000000001 0.24280000000000004 -0.032264999999999995 -0.0074049999999999993 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.012922678178631644 0.008710874740959244 -0.017736295893804373 0.017067968211620554 0.016762131771116861 -0.018452046963745829 0.0077472236346455923
leaf_weight=0.0017864184737861901 0.001350557749367755 0.0010482672532519605 0.0013560923497619119 0.001045765782656916 0.0012531763438734995 0.0015313590850493182
leaf_count=1652 239 202 396 207 674 540
internal_value=0 -0.00152879 0.000907784 -0.00299391 0.00163678 -0.00404372
internal_weight=0 0.00802108 0.00697281 0.00561672 0.0038303 0.00278454
internal_count=3910 3671 3469 3073 1421 1214
is_linear=0
shrinkage=0.1


Tree=6668
num_leaves=6
num_cat=0
split_feature=15 43 43 52 2
split_gain=1.29298e-05 2.35977e-05 3.3121e-05 4.9052e-05 4.01349e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.0037249999999999996 1.0000000180025095e-35 0.093070000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080865682010193181 0.013989803840092281 -0.011991252622420262 0.0065763509476502169 0.019098802213736832 -0.016416907045683451
leaf_weight=0.0016483669805875366 0.0012939780161678608 0.0018757110947758542 0.0017735412929405572 0.0014343760834451529 0.0013272504039501679
leaf_count=614 233 1863 406 418 376
internal_value=0 0.00167158 -0.000814736 0.00380779 -0.00326559
internal_weight=0 0.00770486 0.00641088 0.00453517 0.00310079
internal_count=3910 3296 3063 1200 782
is_linear=0
shrinkage=0.1


Tree=6669
num_leaves=8
num_cat=0
split_feature=47 47 51 1 2 3 2
split_gain=1.94134e-05 3.57289e-05 6.71935e-05 6.67647e-05 4.59649e-05 8.68726e-05 6.21349e-05
threshold=0.10436500000000001 0.077065000000000008 0.08955500000000001 0.11198000000000001 0.10393500000000001 -0.089974999999999986 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00036447580906765343 0.00018019579029133201 -0.0003838465501425554 -0.00045737911020220261 0.00053504469698059426 -0.00029753745789301702 2.0224272555358198e-05 0.00057950370109479006
leaf_weight=0.0011397222935140123 0.0018271236095846527 0.001036695072601586 0.0010533173391814128 0.0010286374128509815 0.0015377301205505844 0.0017183622661905459 0.0013747209011666182
leaf_count=458 290 288 372 361 481 1181 479
internal_value=0 -4.17198e-05 3.44816e-06 7.48388e-05 -7.19605e-06 9.82817e-05 0.000268796
internal_weight=0 0.00888919 0.00785249 0.00679917 0.00577054 0.00423281 0.00309308
internal_count=3910 3620 3332 2960 2599 2118 1660
is_linear=0
shrinkage=0.00196078


Tree=6670
num_leaves=8
num_cat=0
split_feature=11 3 3 49 49 16 52
split_gain=2.98377e-05 3.52825e-05 3.13035e-05 4.48586e-05 3.86484e-05 4.19751e-05 2.1629e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.013024999999999998 -0.0013649999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00033048228580830373 -0.00032464498737089107 -0.00030756843221187982 -0.00022101516337795884 0.00048416913299365787 -0.00015824576142946318 0.00024543638102733037 -0.00014922214321841639
leaf_weight=0.0012815305975840035 0.0010221062853633346 0.0012312560689754252 0.0019400139741317371 0.0015133432104701152 0.0013106882347401522 0.0011212290173270001 0.0010191986150950021
leaf_count=247 279 1646 373 553 449 205 158
internal_value=0 2.80827e-05 -1.9551e-05 3.18104e-05 0.00013061 0.000234229 5.75135e-05
internal_weight=0 0.00941726 0.00813573 0.00690447 0.00496446 0.00365377 0.00214043
internal_count=3910 3631 3384 1738 1365 916 363
is_linear=0
shrinkage=0.00196078


Tree=6671
num_leaves=9
num_cat=0
split_feature=11 13 39 457 0 3 3 16
split_gain=3.41152e-05 4.54859e-05 6.97946e-05 7.25638e-05 4.5168e-05 0.000114713 9.47215e-05 3.32388e-05
threshold=0.078340000000000007 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.10131499999999999 -0.088024999999999978 0.090325000000000003 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 -6 -3 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00049620687972611315 -0.00035507775848080131 0.00036332955238446636 0.00038386894214312067 0.00027854871324780591 3.984556340024205e-05 -0.00077030096055157114 -0.00041118550751015321 2.4688602243859571e-05
leaf_weight=0.0011739427778585095 0.0010079110192929243 0.0011631750249713607 0.0012076007886373781 0.0013312008498138142 0.0012137942250556809 0.0015053084142565925 0.0012698360005610129 0.0011262041226965563
leaf_count=304 263 157 387 202 561 1809 113 114
internal_value=0 2.34198e-05 -4.89322e-05 -0.000129547 -0.000234991 -0.000408655 -4.0905e-05 0.000265341
internal_weight=0 0.00999106 0.00769092 0.00648331 0.00515211 0.0027191 0.00243301 0.00230015
internal_count=3910 3647 3229 2842 2640 2370 270 418
is_linear=0
shrinkage=0.00196078


Tree=6672
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 16 0 16
split_gain=2.53164e-05 3.09933e-05 5.9973e-05 7.90258e-05 4.34333e-05 3.63613e-05 5.80623e-05 3.29933e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.072804999999999981 -0.11756999999999999 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00047901624754507718 -0.00029080670757774629 -0.00023832874664125774 0.00038382696913452971 -0.00059094169103345842 0.00029648469608474173 -0.00041832064689593034 0.00032514284025640628 -3.2863418064954741e-06
leaf_weight=0.0010711524897024367 0.0010642190087392133 0.0016344571458497196 0.0011319872961575578 0.0010739356559863007 0.0013466405760398327 0.001078147026767581 0.0012338465805441351 0.0011108204137654002
leaf_count=298 279 184 387 329 509 810 1006 108
internal_value=0 2.78059e-05 -3.2039e-05 -0.000105975 -7.57867e-06 -0.000111334 4.05754e-06 0.000233481
internal_weight=0 0.00968099 0.00749901 0.00636703 0.00529309 0.00394645 0.0028683 0.00218197
internal_count=3910 3631 3225 2838 2509 2000 1190 406
is_linear=0
shrinkage=0.00196078


Tree=6673
num_leaves=8
num_cat=0
split_feature=52 160 0 16 16 0 13
split_gain=1.14889e-05 3.84002e-05 2.55738e-05 2.39431e-05 2.34409e-05 3.81604e-05 4.36637e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.24895000000000003 -0.055679999999999993 -0.11756999999999999 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -3 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=-0.0073856144596968556 -0.019092991814852668 -0.0070764789923355824 0.021908190669712911 0.00044594173320308662 -0.0094755545176716527 -0.0014195524841672689 0.02704235349603944
leaf_weight=0.0011180807095605171 0.0011466730623598993 0.0014479966420704268 0.0010583981872851799 0.0010214283806647211 0.0014717444367299088 0.0010021758018022848 0.0011662615841560343
leaf_count=128 924 263 621 441 260 932 341
internal_value=0 -0.00256139 0.00481108 0.0113678 0.00116417 0.00549411 0.0138883
internal_weight=0 0.00623485 0.00319791 0.00207983 0.00508818 0.00361643 0.00216844
internal_count=3910 2720 1190 1062 1796 1536 1273
is_linear=0
shrinkage=0.1


Tree=6674
num_leaves=8
num_cat=0
split_feature=13 39 48 4 51 16 2
split_gain=1.14304e-05 2.6149e-05 2.92477e-05 3.72105e-05 4.50936e-05 6.5278e-05 3.75301e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10911000000000001 -0.034289999999999994 -0.0084849999999999978 -0.096824999999999981 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0089057331770478164 0.00085939324890365622 0.012847349265809122 -0.019319064040745307 0.023170460589996708 0.013089369534130927 -0.017345700723529502 -0.025211508727042406
leaf_weight=0.0012366369432834619 0.0011824057835148486 0.0011115562310493226 0.0010197030686328991 0.0010035242248100104 0.0014692641540807281 0.0013543062720683923 0.0010359202867286435
leaf_count=210 904 419 151 535 424 499 768
internal_value=0 -0.00140982 -0.0036529 -0.00101043 0.00496263 -0.0015086 -0.0113153
internal_weight=0 0.00817668 0.00706512 0.00604542 0.00382709 0.00282357 0.00221833
internal_count=3910 3700 3281 3130 1458 923 1672
is_linear=0
shrinkage=0.1


Tree=6675
num_leaves=8
num_cat=0
split_feature=11 3 3 49 49 16 0
split_gain=2.60477e-05 3.35889e-05 2.74038e-05 3.44916e-05 3.2185e-05 5.62835e-05 4.60464e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 0.15100500000000003 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00031699869913482092 -0.00030601472009020737 -0.00029125434091344088 -0.00019584980987625767 0.0001350595556379951 -0.00015346694162747938 -8.4926595380386207e-05 0.00070891807238861637
leaf_weight=0.0012920701238920375 0.0010236858804327916 0.0012433826013123241 0.0019517624696113291 0.0011253780943779378 0.0012976081322795263 0.0015056850575004407 0.0010292445360453072
leaf_count=247 279 1646 373 148 449 175 593
internal_value=0 2.32736e-05 -2.3275e-05 2.49473e-05 0.000111868 0.000205931 0.000409187
internal_weight=0 0.00944513 0.00815306 0.00690968 0.00495792 0.00366031 0.00215462
internal_count=3910 3631 3384 1738 1365 916 741
is_linear=0
shrinkage=0.00196078


Tree=6676
num_leaves=8
num_cat=0
split_feature=42 51 12 0 2 0 51
split_gain=1.28063e-05 3.58836e-05 4.50093e-05 5.43597e-05 3.12906e-05 2.88591e-05 2.25921e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.098845000000000016 -0.074249999999999997 0.082715000000000025 -0.14136999999999997 0.032485000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.010503571351825072 -0.014303521223298685 -0.013564305708131982 -0.014730968240091753 0.023106608174139859 0.008831047919139072 0.019407623003079657 -0.011313533682502389
leaf_weight=0.0010434505345190978 0.0012605473888483475 0.0010355188940119942 0.0010862369794546658 0.0016108010188188816 0.0012384721148533686 0.0011222916360941596 0.0010113487082465881
leaf_count=440 585 510 413 515 225 1113 109
internal_value=0 0.00124546 0.00400424 0.00738567 0.00164034 0.00630943 -0.000224427
internal_weight=0 0.00836522 0.00710467 0.00601843 0.00440763 0.00337211 0.00224982
internal_count=3910 3470 2885 2472 1957 1447 334
is_linear=0
shrinkage=0.1


Tree=6677
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 51
split_gain=1.42404e-05 3.21414e-05 2.19829e-05 5.14382e-05 3.23886e-05 3.72799e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.09021499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.01508395920821683 -0.020249964017956753 0.0056624606655086215 0.013592454554464443 0.015135414166225693 0.010324042522334959 -0.01567419411741405
leaf_weight=0.0016532570648264122 0.0010428745931458519 0.0013619136763475469 0.0014208749626212344 0.0016975649568231202 0.0010578495904368071 0.0011524065070262729
leaf_count=1913 274 95 362 501 285 480
internal_value=0 -0.00571307 0.00262833 -0.000518429 0.0047473 -0.00323119
internal_weight=0 0.00301517 0.00637157 0.0049507 0.00390782 0.00221026
internal_count=3910 2008 1902 1540 1266 765
is_linear=0
shrinkage=0.1


Tree=6678
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 160
split_gain=1.88054e-05 3.7378e-05 2.27483e-05 4.58053e-05 3.04232e-05 4.30751e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.026849999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.00031668273341044792 -0.00035862950363159624 0.000104689450626242 0.00026168764396470424 0.00027528678992845687 0.00022959677094253194 -0.00029813143360072172
leaf_weight=0.0017962350296060257 0.0011259574418334166 0.0014731515661462291 0.0015639205224142203 0.0018480551932763523 0.0010858535656176269 0.0013145562823626794
leaf_count=1913 274 95 362 501 290 475
internal_value=0 -0.000126817 5.35575e-05 -7.00698e-06 8.61824e-05 -5.94074e-05
internal_weight=0 0.00326939 0.00693834 0.00537442 0.00424847 0.00240041
internal_count=3910 2008 1902 1540 1266 765
is_linear=0
shrinkage=0.00196078


Tree=6679
num_leaves=7
num_cat=0
split_feature=42 51 12 43 2 2
split_gain=1.19481e-05 2.7298e-05 2.69624e-05 4.51132e-05 5.03671e-05 2.6646e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083899999999999988 0.089910000000000004 0.10679500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0080524122549409435 -0.01233600335297869 0.025961397213240457 -0.010648966782324083 -0.012912789855878732 0.020701275493174801 0.0019710223966673004
leaf_weight=0.0015561275164730397 0.0012001223354628091 0.0010087445158356032 0.0010496451889148457 0.0014360053549199009 0.0012935299908881559 0.0018398401336186434
leaf_count=1060 521 418 274 892 382 363
internal_value=0 0.00154158 0.00405446 0.00682124 0.00259581 0.00970332
internal_weight=0 0.00782789 0.00662777 0.00557812 0.00456938 0.00313337
internal_count=3910 2850 2329 2055 1637 745
is_linear=0
shrinkage=0.1


Tree=6680
num_leaves=7
num_cat=0
split_feature=1 0 15 3 13 15
split_gain=1.41105e-05 2.78956e-05 1.70895e-05 2.67966e-05 7.03364e-05 6.44566e-05
threshold=0.076710000000000014 0.047345000000000005 0.024640000000000006 0.11265500000000002 -0.062819999999999987 -0.076594999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.014450550420359067 -0.012290928979853226 0.0049130584048494965 -0.008671807399771558 -0.0059725817391541999 0.005390675084467382 0.037158329075190635
leaf_weight=0.0016450000288633386 0.0010470940416781108 0.0013583004174122955 0.0011065700183736059 0.0015633671182588029 0.0015682245330720886 0.0010775664975201061
leaf_count=1913 443 95 544 270 333 312
internal_value=0 -0.00569299 0.00262325 0.00500114 0.00964682 0.0183289
internal_weight=0 0.0030033 0.00636282 0.00525625 0.00369289 0.00264579
internal_count=3910 2008 1902 1358 1088 645
is_linear=0
shrinkage=0.1


Tree=6681
num_leaves=7
num_cat=0
split_feature=1 4 4 13 52 2
split_gain=1.16692e-05 2.78351e-05 3.05025e-05 2.72613e-05 4.16742e-05 3.08945e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.0024749999999999993 -0.074484999999999982 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0054725621717017364 0.012296296357554373 -0.023307561686059432 8.5045350280670554e-05 -0.019026237198851721 0.017616396486610574 -0.0052868102287931765
leaf_weight=0.0016940676508900672 0.0019859259533275232 0.0011072913753001979 0.0011224663610382218 0.0010496999930752803 0.0010594259950800651 0.0013262782616336995
leaf_count=189 961 1512 624 237 172 215
internal_value=0 -0.00419028 -0.0115317 0.0029696 -0.00242194 0.00488388
internal_weight=0 0.00392383 0.00222976 0.00542133 0.0034354 0.0023857
internal_count=3910 2325 2136 1585 624 387
is_linear=0
shrinkage=0.1


Tree=6682
num_leaves=7
num_cat=0
split_feature=2 52 4 16 4 3
split_gain=1.19016e-05 6.5392e-05 5.21419e-05 3.85806e-05 3.57259e-05 4.67813e-05
threshold=0.10946500000000002 0.086950000000000013 0.15927500000000003 -0.17157499999999998 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 5 -1
right_child=3 -3 -4 -5 -6 -7
leaf_value=-0.0087303339392766841 -0.0090976449745939422 -0.021383326242480124 0.023179585063603868 0.01536024779529634 -0.014558765539427115 0.017462754084178283
leaf_weight=0.0013266699082972858 0.0010746409400738848 0.0014141517018322614 0.0010167520496678654 0.0016130371251930388 0.0014808471187913296 0.0014029225933236927
leaf_count=1180 256 911 224 511 401 427
internal_value=0 -0.00230587 0.0028553 0.00558101 -0.00205268 0.00473207
internal_weight=0 0.00664134 0.00522719 0.00268768 0.00421044 0.00272959
internal_count=3910 3143 2232 767 2008 1607
is_linear=0
shrinkage=0.1


Tree=6683
num_leaves=7
num_cat=0
split_feature=42 40 2 3 1 13
split_gain=1.06197e-05 3.37603e-05 4.24675e-05 5.85521e-05 3.62722e-05 2.78959e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.094625000000000015 0.088495000000000018 -0.028919999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0096190773929126297 0.018158930709874094 -0.0049428469666842594 -0.014179555491598498 0.024737536723298054 -0.012472874704128981 0.016159222417559432
leaf_weight=0.0010274352414771743 0.001023832784210108 0.0012056672838698349 0.0018791056780981382 0.0010287658807629808 0.0018364035133437554 0.0013040122756315308
leaf_count=440 363 1184 479 190 710 544
internal_value=0 0.00116011 -0.00123913 0.00328499 -0.00179307 0.00602164
internal_weight=0 0.00827779 0.00725395 0.00537485 0.00434608 0.00250968
internal_count=3910 3470 3107 2628 2438 1728
is_linear=0
shrinkage=0.1


Tree=6684
num_leaves=7
num_cat=0
split_feature=2 52 12 2 4 16
split_gain=1.23091e-05 5.62255e-05 5.18747e-05 3.97822e-05 5.78181e-05 3.08141e-05
threshold=0.10946500000000002 0.086950000000000013 0.097345000000000015 1.0000000180025095e-35 -0.0031049999999999997 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.017062321355976812 -0.0074343591868088728 -0.020044671307873782 0.022497630485055202 -0.0087105707501610851 0.019823344316872535 0.014484858789044068
leaf_weight=0.0012954819182405004 0.0010700455776848363 0.0014110567107168074 0.0010351172122688972 0.0015884153188830507 0.0012843165057140169 0.0016008803409617524
leaf_count=619 256 911 283 990 340 511
internal_value=0 -0.00233989 0.00246135 -0.00251438 0.00404613 0.00570342
internal_weight=0 0.00661439 0.00520333 0.00416821 0.00287273 0.00267093
internal_count=3910 3143 2232 1949 1330 767
is_linear=0
shrinkage=0.1


Tree=6685
num_leaves=8
num_cat=0
split_feature=1 42 151 48 12 1 4
split_gain=1.14308e-05 3.58617e-05 2.8452e-05 5.12137e-05 3.29421e-05 5.11556e-05 3.80874e-05
threshold=0.12730000000000002 0.091955000000000023 -0.044604999999999992 0.091555000000000011 0.095000000000000015 0.095155000000000017 -0.077679999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.012130419233899525 0.0091997864874429174 -0.019052235323742474 -0.0026629324683866483 0.023651757833388451 0.013960434038359733 0.013759257149464863 -0.027852490503294455
leaf_weight=0.0013148239442788024 0.0011735093584675843 0.0010036806280850361 0.0014623628469275945 0.0010936116123693987 0.0011923703792620301 0.001003109129000835 0.0010182089819284934
leaf_count=521 345 732 785 201 386 226 714
internal_value=0 -0.00136145 0.00114485 0.0041701 -0.000386177 -0.00529664 -0.0130026
internal_weight=0 0.00808817 0.00708449 0.00576966 0.00467605 0.00348368 0.00248057
internal_count=3910 3565 2833 2312 2111 1725 1499
is_linear=0
shrinkage=0.1


Tree=6686
num_leaves=9
num_cat=0
split_feature=1 3 3 52 1 0 16 16
split_gain=2.01059e-05 5.72495e-05 4.57732e-05 3.89755e-05 8.27782e-05 2.63846e-05 4.18854e-05 9.49226e-06
threshold=0.088010000000000019 -0.115685 -0.069909999999999986 -0.072349999999999984 0.096035000000000023 -0.10303999999999998 -0.42360999999999993 0.022165000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -4
right_child=3 2 7 4 5 -7 -8 -9
leaf_value=0.0002761467910545822 -0.00017661461923025617 -0.00053252136398827473 7.9326366144112038e-05 0.00061373188055601044 -0.00015606772926042307 -0.00024555811395849384 0.00040183942690894225 -0.00018952372720741869
leaf_weight=0.0011190383418178116 0.0017825548654145981 0.0012502496995213637 0.0010095160585652609 0.0011685583682657314 0.0010008629361858397 0.0010810550091024324 0.0010709741638043491 0.0010101012825584023
leaf_count=200 490 1694 294 352 166 452 125 137
internal_value=0 -0.00010666 -0.000237668 6.73413e-05 0.000167971 2.75792e-06 0.000132326 -5.51376e-05
internal_weight=0 0.00438891 0.00326987 0.00610401 0.00432145 0.00315289 0.00207184 0.00201962
internal_count=3910 2325 2125 1585 1095 743 291 431
is_linear=0
shrinkage=0.00196078


Tree=6687
num_leaves=9
num_cat=0
split_feature=50 484 160 15 3 4 1 3
split_gain=1.97206e-05 4.19429e-05 3.28035e-05 3.52306e-05 6.62599e-05 4.64032e-05 0.000102178 7.23582e-05
threshold=0.088425000000000017 0.085515000000000022 0.090735000000000024 0.085120000000000015 -0.10315499999999998 0.097045000000000006 0.095575000000000007 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00033279813369810308 -0.00027264654909958121 0.00036700079219952666 -0.00036214295840705937 0.00032973042636909295 -0.00059721488559072553 -0.00043629244028153081 0.00047180986343292998 0.00010513697276438932
leaf_weight=0.0013891579565464968 0.0010105378097603557 0.0011477280487728414 0.0010203783993785517 0.0011411212003144188 0.0011772042446136681 0.0015238934406455115 0.0010827960600274227 0.0010825465492199093
leaf_count=297 689 388 304 784 757 382 249 60
internal_value=0 1.53739e-05 -3.25728e-05 1.28914e-05 -4.49051e-05 -0.000152723 -2.34415e-05 -0.000260749
internal_weight=0 0.00956483 0.0084171 0.00739672 0.0062556 0.00486644 0.00334255 0.00225975
internal_count=3910 3221 2833 2529 1745 1448 1066 817
is_linear=0
shrinkage=0.00196078


Tree=6688
num_leaves=7
num_cat=0
split_feature=50 4 12 12 49 0
split_gain=1.13144e-05 2.6199e-05 2.49387e-05 3.7036e-05 7.92147e-05 5.25279e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0089849999999999982 0.086935000000000012 -0.0057999999999999987 -0.06402999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.014445324736298368 -0.0098467187423872601 0.015474364612138029 -0.00951995038141807 -0.023560705894684359 0.021453144693383028 0.0052010926389847861
leaf_weight=0.0011590906964925023 0.0010435506966753527 0.001112984490337368 0.0014229965555197753 0.0011337067159299737 0.0019672969065499726 0.0014434196002174799
leaf_count=307 715 396 268 1215 700 309
internal_value=0 0.0012056 -0.00102282 0.00158432 0.00845291 -0.00745154
internal_weight=0 0.00823949 0.00712651 0.00596742 0.00339029 0.00257713
internal_count=3910 3195 2799 2492 968 1524
is_linear=0
shrinkage=0.1


Tree=6689
num_leaves=8
num_cat=0
split_feature=49 42 3 3 3 1 4
split_gain=1.16571e-05 3.24023e-05 3.27111e-05 4.28699e-05 2.88545e-05 4.1454e-05 2.32771e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -0.011169999999999998 0.13772500000000001 0.096230000000000024 0.0051950000000000008
decision_type=2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 -1
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0040689698831934433 0.013648586066573491 -0.016351338288662868 0.017618325684342032 0.0015932778720147115 0.0072530170360310571 -0.026393172719793342 0.016865071168825428
leaf_weight=0.0010551633492671627 0.0011199786800596212 0.001758201973574962 0.0010306033634265464 0.001039735380413037 0.0011098301221750002 0.0010780037679619147 0.0010695623318043056
leaf_count=329 529 1498 781 196 174 203 200
internal_value=0 -0.00196894 -0.00487622 -0.000138141 -0.005808 -0.0126528 0.00646898
internal_weight=0 0.00713635 0.00601637 0.00425817 0.00322757 0.00211774 0.00212473
internal_count=3910 3381 2852 1354 573 399 529
is_linear=0
shrinkage=0.1


Tree=6690
num_leaves=8
num_cat=0
split_feature=50 15 16 48 42 16 2
split_gain=2.64905e-05 4.13348e-05 3.82385e-05 4.439e-05 5.47298e-05 4.0937e-05 1.53066e-05
threshold=0.088425000000000017 -0.16430499999999995 -0.30307999999999996 0.016865000000000002 0.084100000000000022 0.15737500000000001 0.085155000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00038279274507809082 -0.00030891314852993414 -0.0003481950453364047 7.6539171974165086e-05 0.00028123658822682606 -0.00040722345568542056 -0.00020987435595318021 0.00039302179295795642
leaf_weight=0.0011007792515668928 0.0010066430718001342 0.0011818968932595124 0.00138220960458304 0.0019900427867069392 0.0013236393637038428 0.0014086990510014533 0.0010219454838956209
leaf_count=401 689 304 338 469 938 265 506
internal_value=0 2.57498e-05 -2.15546e-05 3.2617e-05 -6.37063e-05 5.55464e-05 0.000211068
internal_weight=0 0.00940921 0.00830843 0.00712654 0.00513649 0.00381285 0.00240416
internal_count=3910 3221 2820 2516 2047 1109 844
is_linear=0
shrinkage=0.00196078


Tree=6691
num_leaves=8
num_cat=0
split_feature=133 50 51 16 48 1 2
split_gain=2.75719e-05 3.1838e-05 3.31403e-05 4.18802e-05 4.20171e-05 4.97656e-05 3.20486e-05
threshold=0.098810000000000023 0.07992500000000001 -0.07742499999999998 0.0015250000000000001 0.086125000000000021 0.076710000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00017616741694638047 -0.00031677374003849539 -0.00030241877924934234 -0.00018224985316147294 0.00039175304053148241 -0.0002199119664136549 9.615264595473951e-05 0.00057752921535952212
leaf_weight=0.001724885319380396 0.001003864936347733 0.0010149209929283887 0.0010506027569576501 0.001722591695738406 0.0016351905738689141 0.0010525218573084658 0.0010746688122542682
leaf_count=556 618 593 829 438 360 270 246
internal_value=0 2.5316e-05 6.55832e-05 0.000129387 3.54843e-05 0.000166903 0.000339347
internal_weight=0 0.00927538 0.00826046 0.00653558 0.00481298 0.00317779 0.00212719
internal_count=3910 3292 2699 2143 1705 1345 516
is_linear=0
shrinkage=0.00196078


Tree=6692
num_leaves=8
num_cat=0
split_feature=4 42 49 160 0 52 0
split_gain=1.0462e-05 2.42098e-05 3.1648e-05 7.51354e-05 3.77752e-05 6.02201e-05 2.94892e-05
threshold=0.27608500000000008 0.091955000000000023 -0.0019649999999999997 0.069910000000000014 -0.083424999999999985 0.091210000000000013 -0.10783
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.028569781232030012 0.0080762140292368317 -0.015829495651802052 0.0042342066679446934 0.0090284593094371972 -0.016443687923450773 0.014524925838905245 0.027377512394572652
leaf_weight=0.0010456290207269828 0.0013554069903777008 0.0010177986385704755 0.0012118369270486228 0.0010809890100560533 0.0014545585190955551 0.0011048636614917075 0.0010089724848703239
leaf_count=404 441 711 275 220 795 266 798
internal_value=0 -0.00143109 0.00069067 -0.00945808 0.00520562 -0.00307501 0.0147488
internal_weight=0 0.00792465 0.00690685 0.00212662 0.00478023 0.00255942 0.00222081
internal_count=3910 3469 2758 624 2134 1061 1073
is_linear=0
shrinkage=0.1


Tree=6693
num_leaves=7
num_cat=0
split_feature=49 151 16 15 4 3
split_gain=1.19735e-05 3.59085e-05 5.10067e-05 3.5425e-05 3.37703e-05 1.31596e-05
threshold=-0.047894999999999993 -1.0000000180025095e-35 -0.15168999999999996 -0.064869999999999983 -0.08422499999999998 -0.0076499999999999988
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=0.014903506516745189 -0.019400301208846928 0.016233162519300591 -0.01857624419455348 -0.0085663339059682264 0.0115479609190471 -0.0013030036279060818
leaf_weight=0.0010023594845446752 0.0010122465818683179 0.0016104653855742558 0.0012803425992209834 0.0017583890864866748 0.0015889488444935731 0.0010017550946581134
leaf_count=314 426 435 770 680 1094 191
internal_value=0 -0.00192993 0.000904942 -0.00442939 0.000981727 0.0068027
internal_weight=0 0.00725039 0.00623815 0.00462768 0.00334734 0.00200411
internal_count=3910 3405 2979 2544 1774 505
is_linear=0
shrinkage=0.1


Tree=6694
num_leaves=8
num_cat=0
split_feature=11 1 4 15 15 43 0
split_gain=2.77254e-05 3.16968e-05 6.48406e-05 6.90719e-05 4.7207e-05 4.64895e-05 4.60948e-05
threshold=0.077330000000000024 0.095575000000000007 0.053925000000000008 -0.106555 -0.0063699999999999989 -0.075819999999999985 -0.083424999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.0003422786205009636 -0.00031112281514899073 0.00045539159839245671 0.00028794235104847329 -0.00037770862012411155 0.00037133136188656469 0.00019689696481605854 -0.0003591327313198466
leaf_weight=0.0016685433770982912 0.0010094999010068694 0.0016825835089644423 0.0011919880271970241 0.0012054160790239755 0.0012004053807953734 0.0010578919351351349 0.0012511288162341311
leaf_count=1178 279 475 329 183 353 488 625
internal_value=0 3.10844e-05 0.000160334 -4.67473e-05 -7.07583e-05 5.83351e-05 -0.000104384
internal_weight=0 0.00925796 0.00407999 0.0023974 0.00517797 0.00350943 0.00230902
internal_count=3910 3631 987 512 2644 1466 1113
is_linear=0
shrinkage=0.00196078


Tree=6695
num_leaves=8
num_cat=0
split_feature=133 52 52 4 3 1 4
split_gain=2.1712e-05 3.77984e-05 9.26364e-05 6.50276e-05 5.70701e-05 6.89308e-05 5.68498e-05
threshold=0.098810000000000023 0.067395000000000024 0.11262000000000001 -0.034289999999999994 -0.074234999999999982 0.11183500000000002 0.015635000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00039327548677292384 -0.00028294794256950246 0.00063065015157527952 -0.00012897686557959684 0.0003479991961792941 -0.00022824855187864366 -0.0004488914213035387 0.00039805627045601423
leaf_weight=0.0016676882764519851 0.0010183260171309364 0.0011592105308989692 0.0013201145982339193 0.0016889990073535406 0.0010085401469621161 0.0013021616210922553 0.0012451255793300736
leaf_count=748 618 545 538 775 198 293 195
internal_value=0 1.84846e-05 0.000226187 -5.60126e-05 5.12264e-05 -8.97392e-05 0.000117778
internal_weight=0 0.00939184 0.00247933 0.00691251 0.00524483 0.00355583 0.00225367
internal_count=3910 3292 1083 2209 1461 686 393
is_linear=0
shrinkage=0.00196078


Tree=6696
num_leaves=8
num_cat=0
split_feature=2 52 12 1 16 16 15
split_gain=2.62873e-05 5.81433e-05 5.10881e-05 3.75068e-05 5.99598e-05 3.51015e-05 2.79367e-06
threshold=0.10946500000000002 0.086950000000000013 0.097345000000000015 0.088495000000000018 -0.083564999999999987 -0.17157499999999998 -0.094119999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -5
right_child=5 -3 -4 6 -6 -7 -8
leaf_value=0.00039083281832102729 -0.00011283287998296533 -0.00040606551897614558 0.00039926633339185862 -0.00019705878690391975 -0.000210459892227443 0.00032179451975036674 -0.00034269712733919305
leaf_weight=0.0012650178786204939 0.0011917355966681127 0.0015632154181514759 0.0011053894733968469 0.0010163403794731674 0.001285543804336018 0.0017837044468436937 0.0010092392343552408
leaf_count=368 256 911 283 176 882 511 523
internal_value=0 -7.1184e-05 2.09552e-05 -7.04277e-05 8.7767e-05 0.000147716 -0.000269623
internal_weight=0 0.00724475 0.00568153 0.00457614 0.00255056 0.00297544 0.00202558
internal_count=3910 3143 2232 1949 1250 767 699
is_linear=0
shrinkage=0.00196078


Tree=6697
num_leaves=8
num_cat=0
split_feature=12 4 2 3 3 1 4
split_gain=1.60533e-05 5.27269e-05 4.85758e-05 4.68589e-05 3.3526e-05 3.0453e-05 0.00011384
threshold=0.088590000000000016 0.08734500000000002 0.097360000000000016 -0.015794999999999997 -0.087844999999999993 0.094485000000000013 0.074650000000000008
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=5.2940204498630647e-05 -0.00059619737357554509 0.00019720989216432094 -8.5322946193102568e-06 -0.00027671346665316516 0.00054519814354605991 0.00047829584961784407 -0.00030631597883737062
leaf_weight=0.0011162775923839116 0.0010871708140114571 0.0012880829188910287 0.0010760039217048818 0.0016564776506055303 0.0010161512940881608 0.0013253369731722349 0.0015336787775600117
leaf_count=462 1036 245 430 275 909 250 303
internal_value=0 -0.000116864 -0.000303882 4.79613e-05 0.000287512 -6.5166e-05 5.74019e-05
internal_weight=0 0.00345126 0.00216317 0.00664792 0.00213243 0.00451549 0.00285902
internal_count=3910 1711 1466 2199 1371 828 553
is_linear=0
shrinkage=0.00196078


Tree=6698
num_leaves=6
num_cat=0
split_feature=1 4 2 3 0
split_gain=1.18484e-05 2.2166e-05 1.94871e-05 3.17994e-05 4.6625e-05
threshold=0.076710000000000014 -0.083329999999999987 0.11462500000000002 -0.074234999999999982 -0.13870499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0020348515597745183 0.010082910497220659 -0.015440139969696891 0.01262961993008392 0.0035801377983559167 -0.021263897055643369
leaf_weight=0.001741091625054857 0.0017703243023821907 0.001244830372665707 0.0014369568804452832 0.0018251628891533568 0.0012888065923564781
leaf_count=454 796 1554 413 243 450
internal_value=0 -0.00525047 0.00239312 -0.000618451 -0.00670229
internal_weight=0 0.00298592 0.00632125 0.00488429 0.00311397
internal_count=3910 2008 1902 1489 693
is_linear=0
shrinkage=0.1


Tree=6699
num_leaves=9
num_cat=0
split_feature=4 0 160 13 49 42 51 0
split_gain=2.56821e-05 4.55124e-05 3.3934e-05 5.02855e-05 6.23696e-05 3.53502e-05 2.96537e-05 5.23103e-05
threshold=-0.48072499999999996 1.0000000180025095e-35 0.087825000000000014 -0.083354999999999985 -0.0092149999999999992 0.085330000000000003 -0.0084849999999999978 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 -8
right_child=1 -3 -4 4 6 -7 7 -9
leaf_value=-0.00030560184495913019 0.00053146453968837032 0.00041093401617971225 -0.00033310061194019792 -0.00046443481849545892 0.00027390150144413172 2.1506218438086044e-05 -0.00042144603996501005 0.00014836680486120162
leaf_weight=0.0010136486309410492 0.0010678644244049005 0.001034575036323448 0.0011806142576317432 0.0012273603666179845 0.0013764993316570523 0.0010235337752232793 0.0010420851434190356 0.0015271643120244077
leaf_count=208 447 207 399 274 367 577 160 1271
internal_value=0 2.27663e-05 -2.47865e-05 2.53202e-05 -7.84066e-05 0.00028189 4.16709e-05 -8.27487e-05
internal_weight=0 0.0094797 0.00844512 0.00726451 0.00517311 0.0020914 0.00394575 0.00256925
internal_count=3910 3702 3495 3096 2072 1024 1798 1431
is_linear=0
shrinkage=0.00196078


Tree=6700
num_leaves=8
num_cat=0
split_feature=52 160 0 13 13 3 16
split_gain=1.28777e-05 2.83677e-05 2.76018e-05 2.52657e-05 6.67053e-05 3.32337e-05 2.28639e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996 0.24895000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 -4
right_child=1 3 6 4 5 -7 -8
leaf_value=-0.0076458740777038559 -0.017001523387162362 -0.013011428987770675 0.022296248300579333 0.025618371873986207 -0.014683146924315604 0.0068543535302102851 0.0012356925172572353
leaf_weight=0.0011031513759410779 0.0011353126730323793 0.0010841671393192085 0.0010493812405380069 0.0010637086185959974 0.001405388809171775 0.0014615278999263296 0.0010131683284272269
leaf_count=128 924 127 621 484 966 219 441
internal_value=0 -0.00272773 0.00512198 0.000503753 0.00423159 -0.00370353 0.0119509
internal_weight=0 0.00615011 0.0031657 0.00501479 0.00393063 0.00286692 0.00206255
internal_count=3910 2720 1190 1796 1669 1185 1062
is_linear=0
shrinkage=0.1


Tree=6701
num_leaves=9
num_cat=0
split_feature=50 484 160 15 150 16 13 1
split_gain=2.52561e-05 4.33664e-05 4.34777e-05 4.0727e-05 5.06424e-05 6.18128e-05 6.18251e-05 0.000101835
threshold=0.088425000000000017 0.084225000000000008 0.090735000000000024 0.085120000000000015 0.083205000000000015 0.24895000000000003 -0.083924999999999986 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=6.7171614556030723e-05 -0.00030277221729444121 0.00036548579801189146 -0.00040844220277671351 0.00035671832172211684 0.00030393286974395359 0.00020513637897429796 -0.00086862839310021056 -2.8787915765856278e-05
leaf_weight=0.0013128125385344501 0.0010269940005171773 0.0012250773189393218 0.0010220723231237497 0.0011820080467224168 0.0013085980317280909 0.0014958059566600413 0.0011675695113106737 0.0010581622101887241
leaf_count=354 689 419 304 779 315 387 479 184
internal_value=0 2.04708e-05 -2.89815e-05 2.25585e-05 -3.97122e-05 -0.000129037 -0.000270298 -0.00046935
internal_weight=0 0.00977211 0.00854703 0.00752496 0.00634295 0.00503435 0.00353854 0.00222573
internal_count=3910 3221 2802 2498 1719 1404 1017 663
is_linear=0
shrinkage=0.00196078


Tree=6702
num_leaves=8
num_cat=0
split_feature=12 4 43 16 0 457 2
split_gain=3.47319e-05 4.85399e-05 4.92245e-05 3.32787e-05 6.17317e-05 3.65709e-05 6.68415e-05
threshold=0.088590000000000016 0.08734500000000002 -0.07526999999999999 0.050115000000000007 -0.084304999999999977 0.082870000000000013 0.090815000000000021
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00046509414476458106 -3.6827870747673114e-05 0.00012650633963541612 -0.00060413550383659419 -0.00016457247936120092 0.00051197101852391597 0.00032633004857692796 0.00014412132220475621
leaf_weight=0.00112693674429551 0.00111479806843741 0.0013836146943740106 0.0012444742776774741 0.0017757700273441463 0.0013272145318951644 0.0011170125158463757 0.0017957573249684144
leaf_count=771 556 245 910 386 529 184 329
internal_value=0 -0.000165073 -0.000336073 6.81035e-05 0.00014509 2.45538e-05 -9.07809e-05
internal_weight=0 0.00374289 0.00235927 0.00714269 0.00536692 0.00403971 0.00292269
internal_count=3910 1711 1466 2199 1813 1284 1100
is_linear=0
shrinkage=0.00196078


Tree=6703
num_leaves=7
num_cat=0
split_feature=484 1 49 52 15 4
split_gain=1.2244e-05 2.98873e-05 3.85409e-05 5.02401e-05 7.21194e-05 3.9319e-05
threshold=0.073820000000000011 0.12263000000000002 -0.045004999999999996 -1.0000000180025095e-35 -0.10192499999999999 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.008421878545718001 0.0092408271368406899 0.011978643295415923 -0.028485529670888479 -0.025242212795812707 -0.0072973072683424501 0.016244962812959295
leaf_weight=0.001778133009027503 0.0012263505137693502 0.0013715418062646284 0.0010227265950078553 0.001109077019102241 0.0013774671749192335 0.0014627899135083037
leaf_count=388 503 333 882 255 407 1142
internal_value=0 -0.0014791 -0.00421352 -0.00873225 -0.00361691 0.00482744
internal_weight=0 0.00812174 0.00675019 0.00497206 0.00394933 0.00284026
internal_count=3910 3407 3074 2686 1804 1549
is_linear=0
shrinkage=0.1


Tree=6704
num_leaves=9
num_cat=0
split_feature=11 43 2 13 457 52 16 42
split_gain=2.18032e-05 2.7957e-05 5.05016e-05 4.21532e-05 4.59492e-05 4.27819e-05 5.14814e-05 3.97556e-05
threshold=0.077330000000000024 -0.053009999999999995 0.093815000000000009 -0.09547499999999999 0.082870000000000013 0.057560000000000007 -0.070594999999999977 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 6 -5 -1
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=-0.00025473117759632259 -0.00028351767886048644 0.00018531884946601068 0.0005176727252911577 -0.00073895967541629003 0.00019931887328591147 5.1126284663863836e-05 -0.00013940041007076654 0.00028045992786382027
leaf_weight=0.0011426662098636482 0.0010063544381790296 0.0018995109813101678 0.001064454026347912 0.0010834458142602007 0.001007218983603295 0.0010220155457306259 0.0011195938665310426 0.0010011893155304819
leaf_count=607 279 348 539 380 128 633 440 556
internal_value=0 2.0245e-05 0.00016855 -5.73519e-05 -0.000166266 -0.000280443 -0.000434261 -4.79474e-06
internal_weight=0 0.00934009 0.00320831 0.00613179 0.00423227 0.00322506 0.00220304 0.00214386
internal_count=3910 3631 1702 1929 1581 1453 820 1163
is_linear=0
shrinkage=0.00196078


Tree=6705
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 2
split_gain=1.25973e-05 3.12264e-05 3.30453e-05 3.88827e-05 6.25403e-05 0.000110379 8.21714e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.094385000000000011 0.098195000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.013761872977810516 -0.010440844102029744 -0.017456635447516574 -0.024715038658997129 0.017984381721268716 -0.023093498353600698 0.031823095880062151 0.013186287370515914
leaf_weight=0.0016033478688600887 0.0010415621470128136 0.0011191680351351919 0.0012886544824290982 0.0011248087349639471 0.0011344783260209025 0.0010026397597311921 0.0010286111633920798
leaf_count=804 715 766 366 535 331 262 131
internal_value=0 0.0012262 -0.00177439 0.00137142 -0.00282364 0.00410298 -0.00789102
internal_weight=0 0.00830171 0.00669836 0.00557919 0.00445438 0.00331991 0.00231727
internal_count=3910 3195 2391 1625 1090 759 497
is_linear=0
shrinkage=0.1


Tree=6706
num_leaves=8
num_cat=0
split_feature=1 0 15 47 48 0 160
split_gain=1.15283e-05 2.32833e-05 2.31905e-05 3.13218e-05 4.41871e-05 9.86618e-06 9.59607e-06
threshold=0.076710000000000014 -0.070894999999999986 0.024640000000000006 0.087850000000000025 0.086215000000000014 -0.10462499999999998 -0.030424999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -2
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=-0.016191404723921186 0.013121875018043669 0.0018914402318010719 -0.010834457503945669 -0.011465160827332663 -0.0057029944967235471 0.0023025703630593446 0.026587079952954087
leaf_weight=0.0011696570388530635 0.0010875450159677361 0.0018200307106285335 0.0011009770965828176 0.0010090674958919987 0.0010147284210155951 0.0010750371712261626 0.001030996616300573
leaf_count=1642 301 366 544 114 203 256 484
internal_value=0 -0.00518312 0.00235387 0.00513689 0.011456 -0.0043634 0.0196748
internal_weight=0 0.00298969 0.00631835 0.00521737 0.00313327 0.0020841 0.00211854
internal_count=3910 2008 1902 1358 988 370 785
is_linear=0
shrinkage=0.1


Tree=6707
num_leaves=8
num_cat=0
split_feature=43 4 0 3 2 15 4
split_gain=1.15698e-05 3.38696e-05 2.7732e-05 2.67638e-05 2.97965e-05 2.50309e-05 3.46671e-05
threshold=-0.062599999999999989 -0.34687499999999999 -0.083674999999999986 0.084925000000000014 0.11230000000000001 -0.053579999999999996 -0.083804999999999977
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.015999187499522539 -0.019008457439498916 -0.014951485430043245 0.015569026892505762 0.012214583784739302 -0.0088670915120158261 0.011095868492171259 -0.015034823387672281
leaf_weight=0.0012297610127356699 0.0010465804009163479 0.0012707926360154844 0.0010107935080951114 0.0014766363573098622 0.001227958357460751 0.0010070499234789564 0.0010239331651303672
leaf_count=830 227 753 825 170 173 312 620
internal_value=0 -0.00265367 0.000779136 -0.00298138 0.00264294 0.0047396 -0.00207809
internal_weight=0 0.00603276 0.00498618 0.00397539 0.00270459 0.00326074 0.00203098
internal_count=3910 2148 1921 1096 343 1762 932
is_linear=0
shrinkage=0.1


Tree=6708
num_leaves=7
num_cat=0
split_feature=1 42 15 3 0 15
split_gain=1.15557e-05 2.28569e-05 2.64566e-05 7.67035e-05 2.92599e-05 3.67309e-05
threshold=0.12730000000000002 0.088915000000000008 0.079360000000000014 -0.10315499999999998 -0.10131499999999999 -0.10192499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.026549697127771579 0.0091567465647771525 -0.012980977264305353 -0.012536611075503933 -0.0092091069815423143 -0.013399107015444398 0.013898501867781694
leaf_weight=0.0011798456511508378 0.0011876961800544065 0.0014089317153748657 0.0011821300233071574 0.0012179220357992609 0.0015183138886568533 0.0015806714837721548
leaf_count=285 345 1025 889 191 942 233
internal_value=0 -0.00140653 0.00103514 0.00395388 -0.00222174 0.00384228
internal_weight=0 0.00808781 0.00667888 0.00549675 0.00431691 0.00279859
internal_count=3910 3565 2540 1651 1366 424
is_linear=0
shrinkage=0.1


Tree=6709
num_leaves=8
num_cat=0
split_feature=11 43 13 52 12 0 2
split_gain=2.84291e-05 2.48657e-05 4.14981e-05 5.30943e-05 3.91058e-05 2.78408e-05 1.33566e-05
threshold=0.077330000000000024 -0.062599999999999989 -0.09547499999999999 1.0000000180025095e-35 0.051320000000000005 -0.23029999999999998 0.08400500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00046269557597716142 -0.00032156097381797063 0.00019227088402029645 -4.957433294679963e-05 0.0001985723565922052 -0.00014887677330441412 -0.00043772401097443714 0.00016663206848056134
leaf_weight=0.0011093457145888918 0.0010090703926261 0.0019012567170695483 0.0011316311156202273 0.0011680067189247766 0.0010494151244467139 0.0019089559223890715 0.001014614356494717
leaf_count=351 279 348 107 713 379 797 936
internal_value=0 2.49824e-05 -4.81527e-05 -0.000156765 0.000165793 -0.000293264 6.21781e-06
internal_weight=0 0.00928323 0.00610985 0.00420859 0.00317338 0.00304059 0.00206403
internal_count=3910 3631 1965 1617 1666 904 1315
is_linear=0
shrinkage=0.00196078


Tree=6710
num_leaves=8
num_cat=0
split_feature=13 39 3 4 1 15 15
split_gain=1.10269e-05 3.25943e-05 3.14351e-05 5.67241e-05 5.20492e-05 2.79286e-05 1.83963e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 0.10915500000000002 -0.021529999999999997 0.085120000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.0088276248701473631 0.013356820359576711 0.014559874639791685 -0.027487995342770771 0.014345798221793896 -0.017184167658024805 -0.013335669642671803 0.0052465196253068469
leaf_weight=0.0012147041956193762 0.0014414206733535878 0.0011051473757121922 0.0012752641274460684 0.0010938717245122746 0.0010042050074268475 0.0011398396450234098 0.0010003178780144169
leaf_count=210 865 419 494 223 117 671 911
internal_value=0 -0.00139294 -0.00392786 -0.0108552 -0.000745428 0.00259675 -0.00465028
internal_weight=0 0.00806007 0.00695492 0.00337334 0.00209808 0.00358158 0.00214016
internal_count=3910 3700 3281 834 340 2447 1582
is_linear=0
shrinkage=0.1


Tree=6711
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=1.80454e-05 2.34785e-05 5.83451e-05 3.53779e-05 4.34285e-05 4.6609e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.090325000000000003 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00019649040042467748 -0.00024858333337888979 -0.00010773249517719675 0.00046586267958152511 0.00025315701906488666 -0.00044360662580902963 -0.00023616552903790868
leaf_weight=0.0019546435228320327 0.0010589145353973985 0.0013888458712142532 0.0013392304256818997 0.0012354779692159744 0.0011945796189251562 0.0018761273129710978
leaf_count=901 304 114 591 421 157 1422
internal_value=0 2.20396e-05 0.000173849 -4.41094e-05 -0.000117192 -1.54037e-05
internal_weight=0 0.0089889 0.00272808 0.00626083 0.00502535 0.00383077
internal_count=3910 3606 705 2901 2480 2323
is_linear=0
shrinkage=0.00196078


Tree=6712
num_leaves=8
num_cat=0
split_feature=11 48 42 4 43 2 16
split_gain=2.89202e-05 3.32463e-05 4.22675e-05 4.41904e-05 5.21576e-05 8.00358e-05 6.20024e-05
threshold=0.077330000000000024 0.096835000000000018 0.086325000000000013 0.080255000000000007 0.0016850000000000001 0.084235000000000018 -0.011964999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00039768881570869329 -0.00032733751480306316 0.0002965986209085491 -0.00029451015997154859 -0.00025321500660412317 0.00047964216286734717 -0.00054691908175319806 0.00011015596014733094
leaf_weight=0.0013206770474785173 0.001016147000542718 0.0014265536884309907 0.0017829117090926196 0.0014414727080301025 0.0012665999346328049 0.0010846981337206188 0.0011245226956837957
leaf_count=385 279 339 1287 350 258 581 431
internal_value=0 2.07876e-05 -2.82667e-05 4.78299e-05 0.000138302 1.58218e-05 -0.000212459
internal_weight=0 0.00944744 0.00802088 0.00623797 0.0047965 0.0035299 0.00220922
internal_count=3910 3631 3292 2005 1655 1397 1012
is_linear=0
shrinkage=0.00196078


Tree=6713
num_leaves=8
num_cat=0
split_feature=2 52 12 1 4 16 16
split_gain=1.08062e-05 5.27222e-05 4.1702e-05 4.04772e-05 5.1971e-05 3.76706e-05 2.99712e-05
threshold=0.10946500000000002 0.086950000000000013 0.097345000000000015 0.086560000000000012 -0.071454999999999991 -0.057604999999999996 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -2
right_child=6 -3 -4 5 -6 -7 -8
leaf_value=-0.0077994834037329944 -0.0076430408301349081 -0.019353476552276844 0.020534321341803236 -0.025430859109054838 0.024245732866177223 0.0010954795753908664 0.01392821197322087
leaf_weight=0.0010180376976332466 0.0010745766038481625 0.0014146046640056845 0.0010213201264637926 0.0010254028440939856 0.0010064214857315921 0.0011202367855411414 0.0016078341644178617
leaf_count=472 256 911 283 384 666 427 511
internal_value=0 -0.00223944 0.00242394 -0.00201156 0.00813119 -0.0115815 0.00528675
internal_weight=0 0.00660602 0.00519142 0.0041701 0.00202446 0.00214564 0.00268241
internal_count=3910 3143 2232 1949 1138 811 767
is_linear=0
shrinkage=0.1


Tree=6714
num_leaves=8
num_cat=0
split_feature=12 3 3 16 0 0 13
split_gain=2.34066e-05 4.7356e-05 5.02314e-05 4.48185e-05 4.76774e-05 3.90617e-05 3.91989e-05
threshold=0.088590000000000016 -0.015794999999999997 -0.08477999999999998 -0.029944999999999996 -0.18901999999999997 -0.07773999999999999 -0.062819999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -2 -7
right_child=5 3 -4 -5 -6 6 -8
leaf_value=1.9419203749892058e-05 -0.00040513212676919599 -0.00011097457853908114 0.00062103579351597876 -0.00028884375256192375 0.0004238687669175891 -0.00023737727354748072 0.00029027999167721176
leaf_weight=0.0011437397762536646 0.0013126972442606705 0.0015550456958217664 0.001000174996022602 0.0018435512263439337 0.0010899269052524741 0.0010946645396808254 0.0010707585943378576
leaf_count=724 866 159 647 356 313 334 511
internal_value=0 6.03507e-05 0.000300084 -5.41565e-05 0.000109421 -0.000138248 2.35387e-05
internal_weight=0 0.00663244 0.00214391 0.00448852 0.00264497 0.00347812 0.00216542
internal_count=3910 2199 1371 828 472 1711 845
is_linear=0
shrinkage=0.00196078


Tree=6715
num_leaves=6
num_cat=0
split_feature=12 3 16 0 4
split_gain=1.19313e-05 3.65733e-05 3.59519e-05 4.5454e-05 3.49105e-05
threshold=0.088590000000000016 -0.015794999999999997 -0.029944999999999996 -0.18901999999999997 0.08734500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.013791866642133367 -0.013106363962961077 -0.0064197823643680554 -0.013902704689545964 0.021314930162463212 0.0086099894284392044
leaf_weight=0.0019560881003184236 0.0019934365435789296 0.0014348625930013237 0.0017118412911554231 0.0010046605131245777 0.0011775267878051969
leaf_count=1371 1466 159 356 313 245
internal_value=0 0.0025185 -0.00279341 0.00500211 -0.00504207
internal_weight=0 0.00610745 0.00415136 0.00243952 0.00317096
internal_count=3910 2199 828 472 1711
is_linear=0
shrinkage=0.1


Tree=6716
num_leaves=8
num_cat=0
split_feature=12 52 49 3 1 2 1
split_gain=1.12076e-05 2.05455e-05 4.12048e-05 6.48306e-05 7.24925e-05 3.94674e-05 1.91631e-05
threshold=0.10595000000000002 0.067395000000000024 -0.080639999999999976 -0.075954999999999981 0.11097000000000001 0.096540000000000015 0.091845000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -3 -5
right_child=-2 5 3 4 -6 -7 -8
leaf_value=0.016290356691633132 -0.0098832182591417211 -0.0042648375630603636 -0.02307204684906557 0.0036760524150800432 -0.017710260999402379 0.022550503007483069 0.022062273761189993
leaf_weight=0.001037781379617719 0.0010317909544405078 0.001072880113304496 0.0014911700038670425 0.0011933499698440647 0.0012322096666947469 0.0011237911496740326 0.0010797858207021466
leaf_count=243 391 934 1320 266 299 259 198
internal_value=0 0.00117295 -0.00184146 -0.00560746 0.00182196 0.00945357 0.0124099
internal_weight=0 0.00823097 0.0060343 0.00499652 0.00350535 0.00219667 0.00227314
internal_count=3910 3519 2326 2083 763 1193 464
is_linear=0
shrinkage=0.1


Tree=6717
num_leaves=8
num_cat=0
split_feature=13 39 3 0 49 0 12
split_gain=1.08055e-05 2.87073e-05 3.04622e-05 5.39966e-05 2.69862e-05 2.68685e-05 4.26997e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.074234999999999982 -0.15137999999999999 -0.0092149999999999992 -0.06402999999999999 0.088590000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0087706290533999323 0.011134113810578347 0.01361220340176152 -0.012067953822559898 -0.026354298833328595 0.010976857775246023 0.013908465265001824 -0.01658307065209395
leaf_weight=0.0012066462982588738 0.0010164498029070069 0.0011021368847439145 0.0010021541930514133 0.0013204710312125709 0.0010308641057248449 0.001332038209260158 0.0012264525927944241
leaf_count=210 1098 419 107 627 100 329 1020
internal_value=0 -0.00137853 -0.00376317 -0.0106094 -0.000382831 0.00265893 -0.00402206
internal_weight=0 0.00803057 0.00692843 0.00335349 0.00203302 0.00357494 0.0022429
internal_count=3910 3700 3281 834 207 2447 2118
is_linear=0
shrinkage=0.1


Tree=6718
num_leaves=8
num_cat=0
split_feature=11 42 0 13 15 4 48
split_gain=2.51328e-05 3.16173e-05 6.42883e-05 6.83638e-05 6.78444e-05 4.42569e-05 5.146e-05
threshold=0.077330000000000024 0.086325000000000013 -0.017269999999999997 -0.083514999999999992 1.0000000180025095e-35 0.074650000000000008 0.085090000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00039370895801237016 -0.0003013845374290247 -0.00020009472498821378 0.0004206532213071048 0.00046551721278845394 -0.00055118816572061267 -0.00028199854412439403 -0.00013542040183700773
leaf_weight=0.001235448443775578 0.0010074393419709478 0.0019180494855047534 0.0016737589200034094 0.0011411938009000091 0.0010972118999019887 0.001277644466642718 0.0010537370789792874
leaf_count=572 279 1399 232 304 661 229 234
internal_value=0 2.4494e-05 8.20916e-05 -1.5522e-05 -0.000126158 8.13632e-06 0.000177021
internal_weight=0 0.00939704 0.00747899 0.00580524 0.00456979 0.00347258 0.00219493
internal_count=3910 3631 2232 2000 1428 767 538
is_linear=0
shrinkage=0.00196078


Tree=6719
num_leaves=6
num_cat=0
split_feature=1 42 0 16 0
split_gain=1.09572e-05 2.2236e-05 2.72545e-05 3.22218e-05 3.06088e-05
threshold=0.12730000000000002 0.088915000000000008 -0.089879999999999974 0.15100500000000003 -0.17106499999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0043421265900612091 0.0089392535507192231 -0.012822058337575918 0.015978103020466258 -0.0053865150665974911 -0.014023666954170986
leaf_weight=0.0018222855844050635 0.0011815763921439121 0.0014012074580894854 0.0019021022615216599 0.0011225319655630808 0.0018076079316555842
leaf_count=212 345 1025 1335 325 668
internal_value=0 -0.00137264 0.0010382 0.00804906 -0.00480364
internal_weight=0 0.00805574 0.00665453 0.00302463 0.00362989
internal_count=3910 3565 2540 1660 880
is_linear=0
shrinkage=0.1


Tree=6720
num_leaves=8
num_cat=0
split_feature=11 13 39 16 3 0 52
split_gain=2.20522e-05 2.4493e-05 3.81604e-05 5.6804e-05 2.73537e-05 7.94658e-05 6.82584e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.088024999999999978 -0.10131499999999999 -0.069134999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.0002143377920561006 -0.00027447747346252859 -0.00043420385407449215 0.00030585342240864292 0.00029187463674769945 -0.00018842384345554364 -0.00042629170170770998 0.00052281435587047938
leaf_weight=0.002001637879033717 0.0010723223716156407 0.0014273232911223635 0.0010909113273989551 0.0010490543565194249 0.0010140794774462503 0.0014215520001474363 0.0010621649374058352
leaf_count=389 304 230 387 573 85 1834 108
internal_value=0 2.28717e-05 -3.13734e-05 -9.29525e-05 1.41713e-05 -6.91171e-05 0.000175431
internal_weight=0 0.00906672 0.00706509 0.00597417 0.00454685 0.0034978 0.00207624
internal_count=3910 3606 3217 2830 2600 2027 193
is_linear=0
shrinkage=0.00196078


Tree=6721
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 52 4 16
split_gain=2.53967e-05 3.81163e-05 5.95209e-05 6.2241e-05 4.42168e-05 4.91058e-05 3.21631e-05 2.32112e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 0.0033900000000000002 0.0057500000000000008 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00046906908076555485 -0.00030227480732434138 -0.00053920188207832174 0.00037405147721124055 -0.00055012818706600514 0.00028858119459598656 0.00022215445496211783 -0.00010313909723979691 5.609777600721989e-05
leaf_weight=0.0010276235169556227 0.0010053076620204935 0.0010632167239049237 0.0011209067945219279 0.0010573892333004516 0.0012762938383628656 0.0010744768330551158 0.0016745138917929256 0.0010661271585778286
leaf_count=298 279 797 387 329 509 981 222 108
internal_value=0 2.56853e-05 -4.1477e-05 -0.000117262 -2.7313e-05 -0.000133072 -0.000272487 0.000258786
internal_weight=0 0.00936055 0.0072668 0.00614589 0.0050885 0.00381221 0.00273773 0.00209375
internal_count=3910 3631 3225 2838 2509 2000 1019 406
is_linear=0
shrinkage=0.00196078


Tree=6722
num_leaves=8
num_cat=0
split_feature=11 3 49 2 15 52 48
split_gain=2.65136e-05 2.93007e-05 3.27359e-05 5.78788e-05 3.82413e-05 6.87096e-05 5.37262e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.006494999999999999 0.092865000000000017 -0.017214999999999998 0.084240000000000023 0.081315000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00030053915162273206 -0.00030455471344243855 8.6053193231281396e-05 -0.00029028622538358409 -0.00053250203652634371 0.00047293340388062982 -0.00014341677551575898 0.00025393934805115523
leaf_weight=0.001282915387366722 0.0010419146180031683 0.001195158194902856 0.0019365720198154866 0.0011328951954784044 0.0017038170469400723 0.001174887826078776 0.0010899159775180855
leaf_count=247 279 392 918 264 707 741 362
internal_value=0 2.49103e-05 -1.80386e-05 -0.000214953 5.95926e-05 0.000221382 -9.42966e-05
internal_weight=0 0.00951616 0.00823325 0.00232805 0.00590519 0.0028787 0.00302649
internal_count=3910 3631 3384 656 2728 1448 1280
is_linear=0
shrinkage=0.00196078


Tree=6723
num_leaves=7
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split_feature=1 2 3 2 0 15
split_gain=1.10862e-05 3.00246e-05 1.65261e-05 6.48915e-05 2.70032e-05 3.59236e-05
threshold=0.10786000000000001 0.114165 -0.115685 0.10393500000000001 -0.084304999999999977 -0.09547499999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.0073319934137241992 -0.0033049644320909074 0.016681474586391253 0.0072764320980570471 -0.026171851432463908 0.010912714362350103 -0.01896286503040592
leaf_weight=0.0013336468584709609 0.0018549606264647554 0.0012636798310724504 0.0010067146562707614 0.001133818289021394 0.0016086832339198458 0.0010831405912606214
leaf_count=329 363 389 324 433 1165 907
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internal_weight=0 0.00311864 0.006166 0.00483236 0.00369854 0.00208986
internal_count=3910 752 3158 2829 2396 1231
is_linear=0
shrinkage=0.1


Tree=6724
num_leaves=8
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split_feature=50 484 160 42 43 47 4
split_gain=1.19694e-05 2.80132e-05 2.65965e-05 3.64817e-05 4.73279e-05 2.71092e-05 4.52939e-05
threshold=0.086465000000000014 0.084225000000000008 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 -0.060264999999999992
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.013935346796299045 -0.010173893269080074 0.016431782478763444 -0.015435430241839666 0.020518273922597963 -0.011003478710508907 -0.01423946553649102 0.017050979352430537
leaf_weight=0.0012169323298210051 0.0010389105700539724 0.001055002565014551 0.0010861504250199846 0.0014558436617801529 0.0010095512432711326 0.0010661551436585526 0.0013384801957261421
leaf_count=741 715 417 354 585 530 138 430
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internal_weight=0 0.00822812 0.00717311 0.00608696 0.00487003 0.00341419 0.00234803
internal_count=3910 3195 2778 2424 1683 1098 960
is_linear=0
shrinkage=0.1


Tree=6725
num_leaves=8
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split_feature=13 39 0 15 2 4 12
split_gain=1.24943e-05 2.58134e-05 2.72611e-05 4.45211e-05 6.61852e-05 5.64806e-05 2.91857e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.053834999999999994 -0.11739999999999999 0.096750000000000017 0.0057500000000000008 0.085185000000000025
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.0094463697992629575 -0.018134060111233381 0.012722154656100593 -0.016709926632430969 -0.010697934304735297 -0.017103161347483607 0.028232907630801347 0.012718977626215265
leaf_weight=0.0012041781950461019 0.0011628953944176606 0.0011046329027518996 0.0013131393038640256 0.001053502321412316 0.0011279429019750977 0.0012038658534616418 0.0010757031994485162
leaf_count=210 295 419 468 474 461 249 1334
internal_value=0 -0.00147586 -0.0037367 -0.000707555 0.00383518 0.0109209 0.0011326
internal_weight=0 0.00804168 0.00693705 0.00562391 0.00446101 0.00333307 0.00212921
internal_count=3910 3700 3281 2813 2518 2057 1808
is_linear=0
shrinkage=0.1


Tree=6726
num_leaves=8
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split_feature=11 3 49 2 15 13 48
split_gain=3.37839e-05 4.04476e-05 3.45578e-05 4.11801e-05 3.75763e-05 4.88077e-05 4.76478e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.006494999999999999 0.092865000000000017 -0.017214999999999998 -0.0041499999999999983 0.081315000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.0003435356118678563 -0.00034500193454738907 2.6481715984123436e-05 -0.00028183508683112186 -0.00049331941567287219 -3.6475326608825874e-05 0.00047615913718867002 0.00023539896608419192
leaf_weight=0.0013187192755242287 0.0010550164229824093 0.001198862924702161 0.0019396331102890815 0.0011461851083816696 0.0014555622475142353 0.0014016805892417793 0.0010583815465590666
leaf_count=247 279 392 918 264 1071 377 362
internal_value=0 2.48088e-05 -2.64467e-05 -0.000227581 5.4108e-05 0.000215008 -9.92373e-05
internal_weight=0 0.00951902 0.00820031 0.00234505 0.00585526 0.00285724 0.00299801
internal_count=3910 3631 3384 656 2728 1448 1280
is_linear=0
shrinkage=0.00196078


Tree=6727
num_leaves=7
num_cat=0
split_feature=2 52 3 1 16 16
split_gain=1.12243e-05 4.66047e-05 4.67965e-05 3.29284e-05 9.19036e-05 3.10558e-05
threshold=0.10946500000000002 0.086950000000000013 0.090325000000000003 0.088495000000000018 -0.083564999999999987 -0.17157499999999998
decision_type=2 2 2 2 2 2
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right_child=5 -3 -4 -5 -6 -7
leaf_value=0.02689457340644404 -0.0077517983189369912 -0.01844029446913574 0.020281313959169933 -0.012440532807015394 -0.014481731586962383 0.0142343856874491
leaf_weight=0.0010436870524292675 0.0010736075738228296 0.0014035047533050718 0.0011120469827301622 0.0019067281851819469 0.0011053639557946826 0.001599775586858384
leaf_count=382 256 911 176 731 943 511
internal_value=0 -0.00228052 0.00210824 -0.00287461 0.00561268 0.00540492
internal_weight=0 0.00657133 0.00516783 0.00405578 0.00214905 0.00267338
internal_count=3910 3143 2232 2056 1325 767
is_linear=0
shrinkage=0.1


Tree=6728
num_leaves=7
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split_feature=1 4 13 15 4 0
split_gain=1.15642e-05 3.63443e-05 2.34344e-05 4.19346e-05 2.6121e-05 2.0533e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0024749999999999993 -0.106555 0.022820000000000003 -0.084874999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3
right_child=2 5 3 4 -6 -7
leaf_value=0.0068899084351173858 0.011737771735357352 -0.021511426680875266 0.014958013542499933 -0.021258021730792179 -0.00014986102724560708 -0.0021107933222220365
leaf_weight=0.0016741030582899884 0.0019394753261116645 0.0011962701387976437 0.0010184850633714847 0.0010327788175737457 0.0013559852529448863 0.0010028694633047439
leaf_count=189 961 1084 153 343 128 1052
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internal_weight=0 0.00387324 0.00534672 0.00340725 0.00238876 0.00219914
internal_count=3910 2325 1585 624 471 2136
is_linear=0
shrinkage=0.1


Tree=6729
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 4
split_gain=1.07036e-05 2.63657e-05 5.68704e-05 2.66561e-05 5.14552e-05 4.87786e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.02288548998720516 -0.0087390024455886294 -0.0018678133312873429 0.0089788202765618864 0.01638052291243132 -0.015076157305515914 0.024948919503258459
leaf_weight=0.0011899373626742674 0.0012278040001769156 0.0017588801993403476 0.0010582367479382182 0.0014932399426885309 0.0013726096561796071 0.0011040651856696945
leaf_count=485 843 643 220 302 496 921
internal_value=0 0.00129069 -0.00788666 0.00489219 0.00084199 0.00847378
internal_weight=0 0.00797697 0.00224817 0.00572879 0.00423556 0.00286295
internal_count=3910 3067 705 2362 2060 1564
is_linear=0
shrinkage=0.1


Tree=6730
num_leaves=8
num_cat=0
split_feature=50 484 42 160 43 47 4
split_gain=1.308e-05 2.61573e-05 2.35551e-05 3.68465e-05 4.05403e-05 2.38488e-05 3.94539e-05
threshold=0.086465000000000014 0.084225000000000008 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.077735000000000012 -0.060264999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.013411436879171908 -0.010662402746571775 0.016036779866760036 0.019484767762548118 -0.015297189964777261 -0.0097897021874775499 -0.012978246948634526 0.016505035377888874
leaf_weight=0.0012381424813133366 0.0010296844362984283 0.0010492860907505737 0.001442505562172256 0.0010408441433531297 0.0010057598314171744 0.0010586367107986395 0.0013189363847635944
leaf_count=821 715 417 585 274 530 138 430
internal_value=0 0.0012988 -0.000877801 0.00176738 0.00544789 -0.000536822 0.00512884
internal_weight=0 0.00815411 0.00710483 0.00586668 0.00482584 0.00338333 0.0023247
internal_count=3910 3195 2778 1957 1683 1098 960
is_linear=0
shrinkage=0.1


Tree=6731
num_leaves=7
num_cat=0
split_feature=1 150 3 13 2 3
split_gain=3.13432e-05 3.36312e-05 4.90411e-05 4.55029e-05 3.02161e-05 1.38332e-05
threshold=0.076710000000000014 0.082085000000000019 0.096385000000000012 -0.014114999999999997 0.096540000000000015 -0.0086749999999999969
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 -1 -5
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leaf_weight=0.0015349904034292448 0.0015908067985956286 0.0015770485283204318 0.0018995138487448646 0.0010314156212126524 0.001774775503781004 0.0010086734299805714
leaf_count=1452 698 362 299 422 556 121
internal_value=0 5.69805e-05 -1.50452e-05 0.000118505 -0.000174025 0.000312338
internal_weight=0 0.00710746 0.00553041 0.0036309 0.00330977 0.00204009
internal_count=3910 1902 1540 1241 2008 543
is_linear=0
shrinkage=0.00196078


Tree=6732
num_leaves=8
num_cat=0
split_feature=159 2 151 15 2 12 12
split_gain=2.1011e-05 2.71852e-05 4.8081e-05 9.61444e-05 6.57206e-05 3.81524e-05 4.09751e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 -0.044604999999999992 -0.069904999999999981 0.10113500000000002 0.095450000000000021 0.078515000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00026515398234064309 -2.8656516369903882e-05 -0.00023811066633000797 0.0005880675008640352 0.00032838009592443384 -0.00027662637808752183 0.00020551505835778429 -0.00054931711715499167
leaf_weight=0.0010614161809917025 0.001383009951829001 0.0011971294989647531 0.0016033583600618337 0.0012208868655098214 0.0015884153500719867 0.0010210034060761804 0.0010022668992029488
leaf_count=633 300 406 607 537 381 209 837
internal_value=0 2.65069e-05 0.000110405 0.000204956 -1.36983e-05 -0.000111665 -0.000247432
internal_weight=0 0.00901607 0.00560979 0.00441266 0.0028093 0.00340628 0.00238528
internal_count=3910 3277 1931 1525 918 1346 1137
is_linear=0
shrinkage=0.00196078


Tree=6733
num_leaves=7
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split_feature=42 0 51 457 13 15
split_gain=1.15229e-05 2.57234e-05 3.67966e-05 2.51467e-05 4.46072e-05 6.14875e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 0.041935000000000007 -0.094679999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011024654913804072 0.0012292165573231728 0.0017569170164128444 0.0010556259114296663 0.0010423630251371781 0.0012127592967659082 0.0018031702591644184
leaf_count=415 843 364 274 239 286 1489
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internal_weight=0 0.0079733 0.00621638 0.00511392 0.00407156 0.00301593
internal_count=3910 3067 2703 2288 2049 1775
is_linear=0
shrinkage=0.1


Tree=6734
num_leaves=9
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split_feature=11 1 13 0 2 4 2 4
split_gain=2.87752e-05 2.81289e-05 5.11342e-05 6.41362e-05 6.78005e-05 5.1023e-05 4.09804e-05 1.67447e-05
threshold=0.077330000000000024 1.0000000180025095e-35 -0.0024749999999999993 -0.10071499999999999 0.11230000000000001 -0.083329999999999987 0.089785000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 7 4 6 -1 -4 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=8.8080590407188251e-05 -0.00031572919466223799 0.00053518185816600139 4.5620738005211529e-05 -0.0004255331882365846 -0.00028683306942466394 -0.00040805717705853095 0.00059429572331484921 0.00018176903147858371
leaf_weight=0.0018963383285400936 0.001044061495882982 0.0010220276028190026 0.0010216729764681021 0.001105613427665336 0.001034552019791185 0.0013746090065121551 0.0010730502595913058 0.0010398581715590854
leaf_count=434 279 597 81 361 87 1549 99 423
internal_value=0 2.70907e-05 0.000103717 -1.95756e-05 0.000123855 -0.00012042 0.000326687 0.000356947
internal_weight=0 0.00956772 0.00629677 0.00423489 0.00312928 0.00327095 0.00209472 0.00206189
internal_count=3910 3631 1648 628 267 1983 180 1020
is_linear=0
shrinkage=0.00196078


Tree=6735
num_leaves=7
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split_feature=1 4 43 49 52 4
split_gain=1.21959e-05 3.18165e-05 3.01567e-05 2.26584e-05 3.39377e-05 3.43979e-05
threshold=0.088010000000000019 -0.083329999999999987 0.0016850000000000001 -0.047309999999999998 -0.072349999999999984 0.053925000000000008
decision_type=2 2 2 2 2 2
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leaf_count=523 317 1725 77 334 488 446
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internal_weight=0 0.00387542 0.00209128 0.00533257 0.00411771 0.00301892
internal_count=3910 2325 600 1585 1268 934
is_linear=0
shrinkage=0.1


Tree=6736
num_leaves=7
num_cat=0
split_feature=51 160 1 457 1 2
split_gain=1.34348e-05 2.84279e-05 2.51881e-05 2.5889e-05 3.13378e-05 2.09588e-05
threshold=-0.09021499999999999 -0.079684999999999992 0.11561500000000001 0.082870000000000013 0.095825000000000007 0.091525000000000009
decision_type=2 2 2 2 2 2
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leaf_count=515 716 1229 364 206 335 545
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internal_weight=0 0.00785227 0.00674328 0.00563101 0.00458881 0.00342246
internal_count=3910 3395 2679 2315 2109 1774
is_linear=0
shrinkage=0.1


Tree=6737
num_leaves=7
num_cat=0
split_feature=1 16 15 3 13 15
split_gain=1.19108e-05 2.39568e-05 1.90043e-05 3.07194e-05 6.27764e-05 6.57778e-05
threshold=0.076710000000000014 0.0015250000000000001 0.024640000000000006 0.11265500000000002 -0.062819999999999987 -0.076594999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
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leaf_value=-0.015786775250400314 -0.010993877266599261 0.0024644490659386717 -0.0096632529391793964 -0.0068495589367753937 0.0050065758666156847 0.037401024223029398
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internal_weight=0 0.00294337 0.00623513 0.00515972 0.00361424 0.00259225
internal_count=3910 2008 1902 1358 1088 645
is_linear=0
shrinkage=0.1


Tree=6738
num_leaves=7
num_cat=0
split_feature=4 12 160 47 13 1
split_gain=1.18188e-05 2.80904e-05 2.62562e-05 4.03883e-05 4.62258e-05 6.51046e-05
threshold=0.27020000000000005 -0.023959999999999995 -1.0000000180025095e-35 0.092255000000000018 -0.074599999999999986 0.090820000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
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internal_weight=0 0.00771419 0.00665363 0.00536224 0.00429276 0.00246779
internal_count=3910 3438 3134 2106 1915 1263
is_linear=0
shrinkage=0.1


Tree=6739
num_leaves=7
num_cat=0
split_feature=1 150 16 16 51 4
split_gain=1.13866e-05 2.17554e-05 3.65636e-05 2.84173e-05 3.43427e-05 2.17355e-05
threshold=0.076710000000000014 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.09021499999999999 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
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leaf_value=0.0020670315498650909 -0.017541625590641822 0.013508137043228674 0.013638676217510548 0.0093167845026164552 -0.015933486153316415 -0.01539886206891539
leaf_weight=0.0017207485788836776 0.001023503923281226 0.001371603397088755 0.0016477086427656982 0.001036799744064989 0.0011210727876021487 0.0012160142894501542
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internal_weight=0 0.00620069 0.00482909 0.00380558 0.00215787 0.00293676
internal_count=3910 1902 1540 1266 765 2008
is_linear=0
shrinkage=0.1


Tree=6740
num_leaves=8
num_cat=0
split_feature=157 160 49 2 0 42 1
split_gain=1.86029e-05 5.16175e-05 3.60611e-05 4.49221e-05 6.24115e-05 9.20139e-05 3.24915e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 0.089635000000000006 0.10946500000000002 -0.053834999999999994 0.088235000000000022 0.090905000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
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leaf_value=0.00024708310206395309 -0.00038836424162398572 9.0094749979114292e-06 0.00036732202568830278 0.00027828575148158889 -0.00045411561855019945 0.00052900630768173799 -0.00043431664319878234
leaf_weight=0.0010067395690419303 0.0013438025809503129 0.0016064556004611145 0.0010421003954005697 0.0014596739347689045 0.0014621206453060351 0.0010093255480384494 0.0010517079830169485
leaf_count=517 856 846 402 357 219 476 237
internal_value=0 -3.40077e-05 2.83906e-05 -2.52117e-05 -0.000111574 2.49867e-05 -0.000166393
internal_weight=0 0.00897519 0.00763138 0.00658928 0.00512961 0.00366749 0.00265816
internal_count=3910 3393 2537 2135 1778 1559 1083
is_linear=0
shrinkage=0.00196078


Tree=6741
num_leaves=7
num_cat=0
split_feature=4 42 15 160 52 1
split_gain=1.20213e-05 2.34524e-05 3.15421e-05 3.83944e-05 4.58725e-05 6.5008e-05
threshold=0.27608500000000008 0.088915000000000008 0.079360000000000014 -0.026849999999999995 0.024145000000000003 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.020596959758887659 0.0087047450594310311 -0.013382659765814662 -0.013173500798150169 -0.023758951046574411 0.014247730550084679 0.0079674366162034698
leaf_weight=0.0011472990112566216 0.0013421373473347323 0.0013771790899592554 0.0012616985516069124 0.0013081347448223443 0.0014260765645951329 0.0012756362088662135
leaf_count=548 441 998 905 517 211 290
internal_value=0 -0.00154161 0.000998915 0.0044662 -0.000149134 -0.00809528
internal_weight=0 0.00779602 0.00641885 0.00515715 0.00400985 0.00258377
internal_count=3910 3469 2471 1566 1018 807
is_linear=0
shrinkage=0.1


Tree=6742
num_leaves=8
num_cat=0
split_feature=50 4 12 4 1 52 48
split_gain=1.17898e-05 2.69033e-05 2.48274e-05 5.75114e-05 5.58899e-05 7.7765e-05 0.000103609
threshold=0.086465000000000014 0.28937500000000005 0.098845000000000016 0.055260000000000011 0.095575000000000007 0.0033900000000000002 0.083775000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.031458198662726561 -0.010153676013199074 0.015817378855369369 -0.014530758626682544 -0.017092264545084907 0.025979514300446389 0.020140303098621734 0.012429165506019474
leaf_weight=0.0011576630086654978 0.0010221099787336195 0.0010953672007254917 0.0011411214128427159 0.0012858530703813622 0.0011445349261831606 0.0012661394403262376 0.0010048235468558672
leaf_count=667 715 396 414 337 380 783 218
internal_value=0 0.00124419 -0.00103619 0.00159206 0.0068456 0.000458364 -0.0110654
internal_weight=0 0.0080955 0.00700014 0.00585901 0.00457316 0.00342863 0.00216249
internal_count=3910 3195 2799 2385 2048 1668 885
is_linear=0
shrinkage=0.1


Tree=6743
num_leaves=9
num_cat=0
split_feature=11 13 39 1 2 48 2 0
split_gain=5.11839e-05 3.06938e-05 3.91638e-05 5.81646e-05 6.51623e-05 7.83581e-05 6.81871e-05 2.30519e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 0.11593500000000001 0.085255000000000011 0.090910000000000005 0.10488500000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=3.5397316058004529e-05 -0.00041502436713041022 0.00031054766209917539 0.00030627882624739819 -0.00050836057787985954 -0.00065693363777756129 0.00028178900534496699 2.0765437366503811e-05 0.00043968446408585425
leaf_weight=0.001053488643430564 0.0010628643397106686 0.0017320607910831926 0.0011737586252837584 0.001035547174969724 0.0013010223138281015 0.0010705123638980883 0.0010170007808680715 0.0011173264200897972
leaf_count=300 279 957 387 178 1165 208 330 106
internal_value=0 3.86926e-05 -2.19587e-05 -8.45419e-05 1.16767e-06 -0.000156973 -0.000359602 0.000243485
internal_weight=0 0.00950072 0.0073299 0.00615614 0.0051206 0.00338854 0.00231802 0.00217082
internal_count=3910 3631 3225 2838 2660 1703 1495 406
is_linear=0
shrinkage=0.00196078


Tree=6744
num_leaves=8
num_cat=0
split_feature=47 4 1 3 2 13 4
split_gain=2.21957e-05 4.346e-05 4.03021e-05 3.36113e-05 6.5024e-05 3.88416e-05 2.82731e-05
threshold=0.11669500000000001 0.24280000000000004 0.11183500000000002 -0.078884999999999997 0.083795000000000022 -0.019614999999999997 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00045601377849174759 -0.00027640741747089092 0.00029918490005158299 -0.00040584734695638873 0.00055665066827400764 -0.0002264094025593904 5.5599015680800077e-05 0.00017381189974205973
leaf_weight=0.0010075629365443066 0.0010265408816018473 0.001810173032003661 0.001000994880810421 0.001018225947116343 0.0013444379096923095 0.0013153062117600102 0.0013703229704996611
leaf_count=1092 179 512 209 299 425 819 375
internal_value=0 2.81463e-05 -4.13786e-05 1.88658e-05 0.000134097 -0.000166317 -2.43907e-05
internal_weight=0 0.00886702 0.00705685 0.00605586 0.00373299 0.00232287 0.00271476
internal_count=3910 3731 3219 3010 1099 1911 800
is_linear=0
shrinkage=0.00196078


Tree=6745
num_leaves=9
num_cat=0
split_feature=50 4 12 49 12 43 2 1
split_gain=2.98557e-05 3.91893e-05 7.67892e-05 4.40186e-05 9.90526e-05 6.79309e-05 5.30154e-05 3.1911e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 -0.00064499999999999985 0.086935000000000012 -0.074254999999999988 0.092865000000000017 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 -6 -4 -5
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.00052248494161793817 -0.00032478292522171356 0.00034878138804464253 8.8480858931840224e-05 0.00024357493478576034 0.00019811658407118779 -0.00047279592937144642 -0.00050231297394483633 0.0006910208751931484
leaf_weight=0.0010299382008653653 0.0010231890354303391 0.0012670877260155663 0.0013388786505653834 0.0015275269285517285 0.0011625796087510211 0.0011583216320366532 0.0010357046002499308 0.0010233313718359671
leaf_count=270 689 396 296 625 495 858 176 105
internal_value=0 2.76542e-05 -2.151e-05 4.96946e-05 0.000156388 -0.000136724 -0.000169201 0.000423077
internal_weight=0 0.00954337 0.00827628 0.00724634 0.00487176 0.0023209 0.00237458 0.00255086
internal_count=3910 3221 2825 2555 2083 1353 472 730
is_linear=0
shrinkage=0.00196078


Tree=6746
num_leaves=9
num_cat=0
split_feature=157 160 133 43 0 42 4 1
split_gain=1.81971e-05 6.10313e-05 6.38629e-05 3.33283e-05 5.28967e-05 6.27291e-05 6.21857e-05 2.67745e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.070805000000000021 -0.053834999999999994 0.088115000000000013 0.0057500000000000008 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=0.00024007019333150933 -0.00041984013359672916 -0.00043068806637058056 -0.00033849793756657082 0.00042803214586352402 -0.00030877956199808427 0.00055613233796789931 0.0004441392876948074 -6.3839277251000927e-06
leaf_weight=0.0010112545501173723 0.0013610303942567957 0.0010010167863209584 0.0012288597759854804 0.001012898521689439 0.0012790370911688487 0.0010734304666797025 0.0010213832241891558 0.0010073578463662609
leaf_count=517 856 862 541 101 328 428 151 126
internal_value=0 -3.73645e-05 3.09149e-05 0.000100683 4.15802e-05 0.000145048 9.58958e-06 0.000220435
internal_weight=0 0.00898501 0.00762398 0.00662297 0.00561007 0.00433103 0.0032576 0.00202874
internal_count=3910 3393 2537 1675 1574 1246 818 277
is_linear=0
shrinkage=0.00196078


Tree=6747
num_leaves=9
num_cat=0
split_feature=157 160 133 151 16 13 3 4
split_gain=1.88384e-05 4.92174e-05 7.85892e-05 3.551e-05 6.24188e-05 7.73177e-05 7.81012e-05 1.15561e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 -0.25582999999999995 1.0000000180025095e-35 0.12046500000000002 -0.0072799999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=0.00024718453385171556 -0.0003806818760927493 -0.0004866282478250513 -0.00018258550411152818 0.0005426445710884658 0.00058022415324171018 -0.00041429295725261026 -0.00023759250037792202 0.00028434616970435137
leaf_weight=0.0010129860448452243 0.0013465816799130299 0.0010026384875573896 0.0013496243787289369 0.0013248109659636147 0.0010045520048383451 0.0010211001908632016 0.0010050209457313601 0.0010257142477178281
leaf_count=517 856 862 332 234 480 328 82 219
internal_value=0 -3.47299e-05 2.55087e-05 0.000101798 0.000173122 5.24366e-05 0.000209449 0.000430743
internal_weight=0 0.00908004 0.00773346 0.00673082 0.0053812 0.00405639 0.00303529 0.00203027
internal_count=3910 3393 2537 1675 1343 1109 781 699
is_linear=0
shrinkage=0.00196078


Tree=6748
num_leaves=7
num_cat=0
split_feature=52 13 1 2 3 0
split_gain=1.03566e-05 3.61171e-05 4.57723e-05 3.52186e-05 5.06623e-05 5.12521e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10251500000000001 -0.089974999999999986 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.018695676973138505 -0.0086909565941898914 -0.020103338356670011 -0.015127797100655139 0.018405717238242733 -0.0053682544361417063 0.021644827231931008
leaf_weight=0.0010329114523509294 0.0012066954785223726 0.0010373361475822223 0.0017889126915758575 0.0012045750478376993 0.0017241127269965932 0.0011851835764770111
leaf_count=169 647 524 413 486 934 737
internal_value=0 0.00124964 -0.00134688 0.00343895 -0.00112914 0.00563628
internal_weight=0 0.00797303 0.00694012 0.00515121 0.00394663 0.0029093
internal_count=3910 3263 3094 2681 2195 1671
is_linear=0
shrinkage=0.1


Tree=6749
num_leaves=7
num_cat=0
split_feature=484 1 43 12 1 16
split_gain=1.09236e-05 2.34591e-05 3.77248e-05 5.63541e-05 3.69353e-05 9.7157e-05
threshold=0.073820000000000011 0.12263000000000002 -0.15648499999999999 0.091475000000000015 0.094485000000000013 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.013661365710896428 0.0087339327115338091 0.010637865873131844 0.0091360440236055076 -0.023440918114668627 0.011068244676637438 -0.030956294916118968
leaf_weight=0.0010353001690134589 0.001225972183276444 0.0013428536407402462 0.0013678985423436281 0.00153347892630489 0.0015694598530402162 0.0010829736964733344
leaf_count=250 503 333 616 978 384 846
internal_value=0 -0.00140872 -0.00386381 -0.00713072 -0.000909504 -0.00857967
internal_weight=0 0.00793196 0.00658911 0.00555381 0.00402033 0.00245087
internal_count=3910 3407 3074 2824 1846 1462
is_linear=0
shrinkage=0.1


Tree=6750
num_leaves=8
num_cat=0
split_feature=376 52 12 52 4 1 2
split_gain=1.82133e-05 3.12228e-05 4.96923e-05 5.20671e-05 8.94954e-05 6.31207e-05 6.44475e-05
threshold=0.048375000000000008 0.10218500000000001 0.097345000000000015 1.0000000180025095e-35 -0.034289999999999994 0.11167500000000001 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00057824905535352978 0.00024428889317686131 -0.00030459719865160833 0.00035040401726212122 0.00033826817382842824 -0.00018759611088526776 -0.0003801909377722749 0.00043228511320489291
leaf_weight=0.001335079681969698 0.0010020449895051823 0.0013894301260201801 0.0013879254812797556 0.0010457111047418831 0.00109816587858997 0.0011103403388260102 0.0015620737169780086
leaf_count=716 206 719 499 656 489 271 354
internal_value=0 -3.45012e-05 1.52753e-05 -6.03393e-05 -0.00014198 1.24936e-05 0.000176394
internal_weight=0 0.00892873 0.0075393 0.00615137 0.00510566 0.00377058 0.00266024
internal_count=3910 3704 2985 2486 1830 1114 843
is_linear=0
shrinkage=0.00196078


Tree=6751
num_leaves=7
num_cat=0
split_feature=50 484 42 15 15 1
split_gain=1.12387e-05 2.65763e-05 2.47943e-05 3.858e-05 5.40795e-05 8.02581e-05
threshold=0.086465000000000014 0.073820000000000011 -1.0000000180025095e-35 0.041585000000000004 -0.031229999999999997 0.11052000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.01411465621440588 -0.0099193643745840859 0.015346110216844362 0.017484799966641498 0.01792897390180483 -0.017346949218652374 -0.016662002266908681
leaf_weight=0.0012131116823244125 0.0010251342028296468 0.0011403602034370137 0.0019460839924130831 0.0011582771547677473 0.001599253991788562 0.0010650021682800065
leaf_count=820 715 442 606 648 336 343
internal_value=0 0.00119228 -0.00111954 0.00161327 -0.00248579 0.00540729
internal_weight=0 0.00812209 0.00698173 0.00576862 0.00461034 0.00301109
internal_count=3910 3195 2753 1933 1285 949
is_linear=0
shrinkage=0.1


Tree=6752
num_leaves=7
num_cat=0
split_feature=51 484 15 150 1 52
split_gain=1.11868e-05 2.61784e-05 2.18818e-05 3.40529e-05 4.42172e-05 2.97984e-05
threshold=0.08955500000000001 0.073820000000000011 0.085120000000000015 0.082965000000000025 0.10521500000000002 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.027938935963494983 -0.0087402648504479562 0.015452402053198366 0.010854517875439642 0.012551365136153637 0.0040957217862707812 -0.0062329310331256261
leaf_weight=0.0011641212017321435 0.0012738162488586816 0.0011290455291676884 0.0012635812955434922 0.0010379254082536395 0.0018715277873022291 0.001384832000809272
leaf_count=796 487 456 998 301 414 458
internal_value=0 0.00136272 -0.00100382 -0.00374894 -0.00757624 -0.0161462
internal_weight=0 0.00785103 0.00672199 0.00545841 0.00442048 0.00254895
internal_count=3910 3423 2967 1969 1668 1254
is_linear=0
shrinkage=0.1


Tree=6753
num_leaves=8
num_cat=0
split_feature=11 13 39 16 3 0 52
split_gain=1.55222e-05 2.29413e-05 5.55864e-05 4.32495e-05 2.91416e-05 8.69426e-05 4.8277e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.088024999999999978 -0.088084999999999983 -0.066329999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.0002149589322361465 -0.00022884446988334463 -0.00040454205048279462 0.00038132756177442325 0.00028298711994950514 -0.00014345976799518865 -0.00053300401286010643 0.00043232785338207186
leaf_weight=0.001913897518932263 0.0010345590857453379 0.0013949503403122574 0.0010774691707372006 0.0010154908618635479 0.0011821743494284742 0.0011538540041578821 0.001063513678244408
leaf_count=389 304 230 387 573 163 1497 367
internal_value=0 2.50548e-05 -2.77161e-05 -0.000103574 -8.48144e-06 -9.55472e-05 0.000129222
internal_weight=0 0.00880135 0.00688745 0.00580998 0.00441503 0.00339954 0.00224569
internal_count=3910 3606 3217 2830 2600 2027 530
is_linear=0
shrinkage=0.00196078


Tree=6754
num_leaves=6
num_cat=0
split_feature=151 4 16 16 1
split_gain=9.66932e-06 4.58041e-05 4.15744e-05 3.67074e-05 5.89251e-05
threshold=-0.0088999999999999982 0.25367000000000006 -0.092424999999999993 0.022165000000000004 0.081005000000000008
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0063148979329919258 -0.017085830932616026 0.01826314555464844 0.013715670112887018 0.0080782025824409319 -0.022079315074899741
leaf_weight=0.0019369859400993365 0.0014184467783431897 0.0013476680055221346 0.001774799899102794 0.0015083113452219702 0.0011357822117231923
leaf_count=684 526 415 1518 382 385
internal_value=0 0.00164607 -0.00219032 0.00259108 -0.00487609
internal_weight=0 0.00718501 0.00583734 0.00441889 0.00264409
internal_count=3910 3226 2811 2285 767
is_linear=0
shrinkage=0.1


Tree=6755
num_leaves=6
num_cat=0
split_feature=15 2 0 0 2
split_gain=1.08795e-05 2.36318e-05 5.54815e-05 5.23455e-05 4.13006e-05
threshold=-0.11739999999999999 0.09116500000000001 -0.10575999999999998 -0.06402999999999999 0.11005500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0074767284486052356 0.024353528877842697 -0.013926652187319977 -0.012893347839328715 0.015930205668808241 0.0075389070719149064
leaf_weight=0.0016177666584166759 0.0012480750402976346 0.001986273832393021 0.0015621318544577598 0.0010559770627070245 0.0016334654166775672
leaf_count=614 178 793 1618 209 498
internal_value=0 0.00156671 0.00700325 -0.00126778 -0.00423997
internal_weight=0 0.00748592 0.00386618 0.00261811 0.00361974
internal_count=3910 3296 2005 1827 1291
is_linear=0
shrinkage=0.1


Tree=6756
num_leaves=8
num_cat=0
split_feature=160 42 151 4 4 16 16
split_gain=1.05544e-05 2.31624e-05 2.7975e-05 4.74849e-05 5.65999e-05 2.63081e-05 1.77623e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0025899999999999994 0.15100500000000003 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.015852010393285123 -0.010363785057274389 -0.0092859961009870463 0.021386068541988074 0.023576090214487574 -0.017801476680345096 -0.00046779293313815341 0.0029789024988595299
leaf_weight=0.0010025533459525379 0.0012860604915871038 0.0011778523426375833 0.0011030538085071923 0.0013720739418125955 0.001043230408792682 0.0011003518567574127 0.0010010691213761535
leaf_count=772 882 364 662 297 208 279 446
internal_value=0 0.00177708 0.00447072 0.00797893 0.00138735 0.0104725 -0.00644353
internal_weight=0 0.00708262 0.00579656 0.00461871 0.00324664 0.00220341 0.00200362
internal_count=3910 2692 1810 1446 1149 941 1218
is_linear=0
shrinkage=0.1


Tree=6757
num_leaves=9
num_cat=0
split_feature=11 43 15 4 4 160 4 1
split_gain=3.52716e-05 3.18623e-05 4.75325e-05 2.89164e-05 2.82745e-05 4.30848e-05 4.62461e-05 5.08433e-05
threshold=0.077330000000000024 -0.057994999999999998 -0.053579999999999996 -0.068329999999999988 -0.34687499999999999 -0.026849999999999995 -0.056579999999999991 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7 -8
right_child=-2 4 3 -5 5 6 7 -9
leaf_value=0.00050162905094884558 -0.00035365914931746755 -0.00033728411002247603 0.00024101954694067057 -0.00022886312668681956 0.00034413059144250684 0.00027305775053745185 -0.00052528248444642098 1.8526554157339223e-06
leaf_weight=0.0011697040853094263 0.0010340575751657819 0.0011125842779247021 0.0010010798242760836 0.0010131088545301322 0.0011362450765919109 0.0010043581987784654 0.0011952616657091195 0.0017097701012653407
leaf_count=796 279 144 372 510 346 793 357 313
internal_value=0 2.79914e-05 0.000187247 4.67511e-06 -5.43461e-05 8.04301e-06 -8.96392e-05 -0.000215035
internal_weight=0 0.00934211 0.00318389 0.00201419 0.00615822 0.00504564 0.00390939 0.00290503
internal_count=3910 3631 1678 882 1953 1809 1463 670
is_linear=0
shrinkage=0.00196078


Tree=6758
num_leaves=8
num_cat=0
split_feature=11 1 4 15 42 2 3
split_gain=3.09014e-05 3.06443e-05 7.34837e-05 0.000105444 5.17695e-05 6.09406e-05 6.6356e-05
threshold=0.077330000000000024 0.095575000000000007 0.053925000000000008 -0.106555 0.086325000000000013 0.097940000000000013 -0.023079999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00018018458006471911 -0.00033200145664734977 0.00046031460816982171 0.00033632197924368082 -0.00047347835200119392 -0.00047566807095108903 0.00037491554888642473 -0.0004060094100858523
leaf_weight=0.0013836335614290335 0.0010318607764101826 0.0017293570946468467 0.0012425272364832542 0.0012303181270402691 0.0010005525598881715 0.0012952752572118484 0.0016020812494496731
leaf_count=1107 279 475 329 183 1031 279 227
internal_value=0 2.53007e-05 0.000150257 -6.65791e-05 -7.4119e-05 1.9731e-05 -0.000134357
internal_weight=0 0.00948375 0.0042022 0.00247285 0.00528154 0.00428099 0.00298571
internal_count=3910 3631 987 512 2644 1613 1334
is_linear=0
shrinkage=0.00196078


Tree=6759
num_leaves=7
num_cat=0
split_feature=0 47 4 0 12 12
split_gain=1.00653e-05 3.67694e-05 2.92563e-05 4.59902e-05 4.47459e-05 2.33368e-05
threshold=-0.017269999999999997 0.09252500000000001 -0.06272999999999998 -0.15007499999999999 0.086935000000000012 0.091475000000000015
decision_type=2 2 2 2 2 2
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right_child=5 -3 3 4 -6 -7
leaf_value=-0.010740129079591626 0.016999697316224124 -0.014888255759878267 -0.0048779334232830554 0.030064638732820947 0.0013455505988936654 -0.0045084146723040107
leaf_weight=0.001331108259848451 0.0010033254425519734 0.0016515623481018205 0.0019396318012251538 0.0011322470325259859 0.0010415959751075017 0.0010146273636390615
leaf_count=1261 280 387 239 742 835 166
internal_value=0 -0.00181851 0.00214607 0.006316 0.0163039 0.00618541
internal_weight=0 0.00709615 0.00544458 0.00411347 0.00217384 0.00201795
internal_count=3910 3464 3077 1816 1577 446
is_linear=0
shrinkage=0.1


Tree=6760
num_leaves=7
num_cat=0
split_feature=43 4 16 0 48 3
split_gain=9.03934e-06 2.82327e-05 2.91174e-05 4.32312e-05 3.65679e-05 2.4535e-05
threshold=-0.057994999999999998 -0.34687499999999999 -0.0083999999999999995 -0.10462499999999998 0.016865000000000002 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0026950905229334065 -0.017393604328849739 -0.025266559025190573 0.014794000542942302 0.012416999021974981 -0.00092815790973720981 0.015360556672472443
leaf_weight=0.001953195125596433 0.0010303609822570215 0.0010328901624081432 0.0011426786916581642 0.0011781655996598497 0.0015343883247219857 0.0012243533434763655
leaf_count=1238 227 258 381 1081 189 536
internal_value=0 -0.00235016 0.000820834 -0.00344217 -0.0107202 0.004262
internal_weight=0 0.00591848 0.00488812 0.00374544 0.00256728 0.00317755
internal_count=3910 2136 1909 1528 447 1774
is_linear=0
shrinkage=0.1


Tree=6761
num_leaves=7
num_cat=0
split_feature=49 47 15 12 15 0
split_gain=9.19588e-06 3.07446e-05 6.34043e-05 3.72604e-05 4.27958e-05 3.23701e-05
threshold=0.093945000000000015 0.09252500000000001 -0.097269999999999981 0.086765000000000023 0.085120000000000015 -0.087899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.022635994512091327 0.0087813431946526365 -0.014646769974400682 -0.0016046787361294846 -0.0053932425529183564 0.020744092923779975 -0.022999768599748574
leaf_weight=0.0011836021508120961 0.0010462895225092873 0.0014008128939720444 0.0016705963373210295 0.0014485169956302212 0.0011037949652390867 0.0012262018772891295
leaf_count=427 527 296 470 602 897 691
internal_value=0 -0.00118547 0.00165753 -0.00289921 0.00591034 -0.0106611
internal_weight=0 0.00803353 0.00663271 0.00544911 0.00255231 0.0028968
internal_count=3910 3383 3087 2660 1499 1161
is_linear=0
shrinkage=0.1


Tree=6762
num_leaves=8
num_cat=0
split_feature=376 1 52 1 3 43 4
split_gain=2.16186e-05 3.14017e-05 4.482e-05 5.67006e-05 8.75144e-05 4.52593e-05 4.85834e-05
threshold=0.048375000000000008 0.12730000000000002 0.10218500000000001 0.11097000000000001 0.096385000000000012 -0.073139999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00020389966505583037 0.00026920061715744487 0.0002903596175585088 -0.00044052415394556243 -0.00038726840731484729 0.00056450925891464985 -1.0565156997890853e-05 -0.00055191647182009098
leaf_weight=0.0016432156114741824 0.0010000337695058948 0.0010120140830859005 0.0011165437266991238 0.0012858253626782173 0.0011008813019436139 0.0017542389074674169 0.0010010927783830673
leaf_count=971 206 288 659 236 149 1049 352
internal_value=0 -3.48359e-05 -7.6485e-05 -1.65807e-05 7.00901e-05 -5.36546e-05 -0.000207254
internal_weight=0 0.00891381 0.0079018 0.00678525 0.00549943 0.00439855 0.00275533
internal_count=3910 3704 3416 2757 2521 2372 1401
is_linear=0
shrinkage=0.00196078


Tree=6763
num_leaves=7
num_cat=0
split_feature=0 51 42 48 15 3
split_gain=1.20286e-05 2.57217e-05 2.11749e-05 3.85278e-05 3.39874e-05 1.69195e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.088115000000000013 0.087235000000000021 0.035895000000000003 -0.069414999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=-0.014261585523040493 -0.002401105843527917 0.012782768559332343 0.012815153015467005 -0.014892208201188865 -0.0095073506386084451 0.015943238042770487
leaf_weight=0.0013734109945930757 0.0010038216661445252 0.0018571343981535794 0.0011953535981125453 0.0015546155007898441 0.0010829534916185742 0.0010073284466461871
leaf_count=540 241 757 957 373 837 205
internal_value=0 -0.00197874 0.00098598 -0.00215996 0.00457241 0.00678706
internal_weight=0 0.00706347 0.00569006 0.0044947 0.00294009 0.00201115
internal_count=3910 3464 2924 1967 1594 446
is_linear=0
shrinkage=0.1


Tree=6764
num_leaves=9
num_cat=0
split_feature=11 3 15 48 52 1 4 4
split_gain=3.08778e-05 3.41014e-05 4.05954e-05 6.62473e-05 5.16895e-05 4.5497e-05 4.034e-05 1.41581e-07
threshold=0.077330000000000024 -0.10628499999999998 -0.017214999999999998 0.081315000000000012 0.086950000000000013 0.10285500000000002 -0.077679999999999985 0.10910000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -5 -4 -3
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=0.00032745882512640197 -0.00033271846532637218 -0.00038939731344547599 0.00054595333736486397 -0.00016330178187628616 -0.00023134595640374812 0.00038823339464224009 4.9900014379462281e-05 -0.00042205969158850458
leaf_weight=0.0012503149433800787 0.0010226033444722645 0.0010293379938171008 0.0012029551703659348 0.0013147783110637524 0.0010511932838509893 0.0010220419748139379 0.0013239909312696961 0.0010117548064425906
leaf_count=247 279 637 614 417 642 204 486 384
internal_value=0 2.64279e-05 -2.08799e-05 -0.000147503 0.000134046 7.79201e-05 0.000286047 -0.000405588
internal_weight=0 0.00920637 0.00795605 0.00437791 0.00357814 0.00233682 0.00252695 0.00204109
internal_count=3910 3631 3384 1642 1742 621 1100 1021
is_linear=0
shrinkage=0.00196078


Tree=6765
num_leaves=7
num_cat=0
split_feature=15 151 4 1 4 13
split_gain=1.15251e-05 2.30676e-05 3.77332e-05 3.73833e-05 3.16991e-05 1.87952e-05
threshold=-0.11739999999999999 -0.076429999999999984 -1.0000000180025095e-35 0.10786000000000001 -0.08422499999999998 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0077060098551655206 0.014825139723353151 0.0076226940357211745 -0.021740614052941306 0.0026450885603066816 0.016761442857955527 -0.010458251432046534
leaf_weight=0.0016129499775077195 0.0011231179587125424 0.0010974759941634452 0.0013303143870178463 0.0011918752094847984 0.0015179969123139941 0.0012074337623814982
leaf_count=614 487 360 551 141 1351 406
internal_value=0 0.00161525 -0.000722974 -0.010217 0.00554078 -0.00184906
internal_weight=0 0.00746821 0.0063451 0.00252219 0.00382291 0.00230491
internal_count=3910 3296 2809 692 2117 766
is_linear=0
shrinkage=0.1


Tree=6766
num_leaves=8
num_cat=0
split_feature=376 51 160 16 457 1 15
split_gain=1.79499e-05 3.55393e-05 3.36283e-05 2.05948e-05 3.94745e-05 3.8641e-05 4.06483e-05
threshold=0.048375000000000008 -0.09021499999999999 -0.079234999999999986 0.058875000000000004 0.082870000000000013 0.10113500000000002 0.035895000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00028607447973600178 0.00024176562000332173 -0.00038558477252153157 -0.00047852059340538892 -0.00025590027366058344 0.00036885495543896552 0.00015685816905923285 2.251415196979364e-05
leaf_weight=0.0011769189512437035 0.001029521134785989 0.0011723158232199576 0.0011848189031760132 0.0012167908973536347 0.0010446089104126114 0.0018812953141246671 0.0013117952454342198
leaf_count=476 206 695 489 362 174 403 1105
internal_value=0 -3.15667e-05 -7.94233e-05 -2.53637e-05 2.63677e-05 -5.53528e-05 -0.000215262
internal_weight=0 0.00898854 0.00781163 0.00663931 0.00542252 0.00437791 0.00249661
internal_count=3910 3704 3228 2533 2171 1997 1594
is_linear=0
shrinkage=0.00196078


Tree=6767
num_leaves=8
num_cat=0
split_feature=50 4 12 3 12 49 43
split_gain=2.76041e-05 2.64527e-05 3.5655e-05 5.676e-05 5.56206e-05 8.11019e-05 6.5585e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.10666500000000002 0.086935000000000012 -0.006494999999999999 -0.08799499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.00034398075200348669 -0.00031590114254381003 0.00029367304884208965 -0.00033631136778291789 0.00034946209041890591 6.1240307815007875e-05 0.00034311491371880721 -0.00060623703056711376
leaf_weight=0.0010970962870123615 0.0010102811012442326 0.0012263798235454355 0.0010251658114024671 0.0016866291701424369 0.0010602273101523231 0.0019802000342972565 0.0012140429230485267
leaf_count=282 689 396 198 133 345 701 1166
internal_value=0 2.53807e-05 -1.54247e-05 3.63186e-05 -6.3718e-05 0.000111355 -0.00029507
internal_weight=0 0.00928974 0.00806336 0.00696627 0.00527964 0.00300537 0.00227427
internal_count=3910 3221 2825 2543 2410 899 1511
is_linear=0
shrinkage=0.00196078


Tree=6768
num_leaves=8
num_cat=0
split_feature=13 2 52 1 2 48 13
split_gain=2.53246e-05 3.49516e-05 3.05243e-05 4.30928e-05 6.49279e-05 8.27542e-05 8.65626e-05
threshold=-0.094679999999999986 0.099990000000000009 0.11110500000000002 0.11931500000000002 0.084235000000000018 0.091555000000000011 0.00079000000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-9.0012103488377093e-05 0.0002903585906053758 0.00037405830844582295 0.00022317680355047877 -0.00048466367654828943 -0.00062021715596921926 0.00029986481828041581 8.5467809472295861e-05
leaf_weight=0.0011393473806941188 0.0015651155401053708 0.0013793809781630661 0.0012103407481093321 0.0010259932332222959 0.0017727874226061207 0.0010069224252946705 0.0010726601306680411
leaf_count=279 757 227 570 236 1241 208 392
internal_value=0 0.000164136 -6.25298e-05 -0.000116197 -4.64145e-05 -0.000183236 -0.000354192
internal_weight=0 0.00251873 0.00765382 0.00644348 0.00541749 0.00385237 0.00284545
internal_count=3910 506 3404 2834 2598 1841 1633
is_linear=0
shrinkage=0.00196078


Tree=6769
num_leaves=8
num_cat=0
split_feature=50 4 49 42 0 15 13
split_gain=1.13696e-05 2.17263e-05 2.21424e-05 4.44913e-05 3.70343e-05 3.17374e-05 2.64542e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0019649999999999997 0.084100000000000022 -0.10131499999999999 -0.073314999999999991 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.0041726970439899761 -0.0099334372574627974 0.014330187034650055 0.022135671505597414 -0.013265393268140989 0.012458669058982706 -0.019774185280066577 -0.0094221917328497218
leaf_weight=0.0010029839862655101 0.0010324662144898236 0.0010917955659104179 0.0013032566683723905 0.0012405720511848243 0.0010454838845267874 0.0012348097636598358 0.0011718945419195205
leaf_count=266 715 396 246 982 437 318 550
internal_value=0 0.00120986 -0.00083682 0.00301926 0.00875751 -0.00904114 0.000894535
internal_weight=0 0.0080908 0.006999 0.00476121 0.00352064 0.00223779 0.00221738
internal_count=3910 3195 2799 2215 1233 584 987
is_linear=0
shrinkage=0.1


Tree=6770
num_leaves=7
num_cat=0
split_feature=15 43 42 16 52 0
split_gain=1.20943e-05 2.59633e-05 2.98843e-05 3.35486e-05 4.36887e-05 3.52294e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.15100500000000003 1.0000000180025095e-35 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=-0.0078814314000574953 0.014752429479494292 -0.0087499681335043641 -0.015118906048533868 -0.011920408754515256 0.024697219689268638 0.014286563176469869
leaf_weight=0.0016195058020918515 0.0012580565948650422 0.001649462956480283 0.0012079557638580707 0.0012337050413958463 0.0010250718068672165 0.0011109830895244472
leaf_count=614 233 264 1204 323 600 672
internal_value=0 0.00164937 -0.000997793 0.00240068 0.00706794 0.000521431
internal_weight=0 0.00748524 0.00622718 0.00501922 0.00378552 0.00276045
internal_count=3910 3296 3063 1859 1536 936
is_linear=0
shrinkage=0.1


Tree=6771
num_leaves=8
num_cat=0
split_feature=0 13 42 43 2 4 2
split_gain=2.87686e-05 6.12901e-05 3.93255e-05 5.82041e-05 6.23691e-05 3.05185e-05 5.43637e-05
threshold=-0.017269999999999997 -0.028919999999999998 0.088115000000000013 -0.0037249999999999996 0.085255000000000011 0.0057500000000000008 0.11339500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.00044872071232844954 -0.00016456015903644461 0.00047383610749518858 0.00019186785942889507 0.00033097157787280614 -0.00041035512404014068 0.00030473642614289355 -0.00032033067700308545
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leaf_count=1401 113 333 1133 263 366 133 168
internal_value=0 0.000181479 -6.53425e-05 -0.000136742 -2.5433e-05 -0.00016709 -2.51726e-05
internal_weight=0 0.00232922 0.00823284 0.00644403 0.00474949 0.00339865 0.00214644
internal_count=3910 446 3464 2331 930 667 301
is_linear=0
shrinkage=0.00196078


Tree=6772
num_leaves=8
num_cat=0
split_feature=11 3 48 47 49 13 2
split_gain=2.74134e-05 2.90828e-05 2.99784e-05 5.18476e-05 5.07295e-05 6.40133e-05 3.28236e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09227500000000001 0.09252500000000001 -0.052649999999999995 -0.0041499999999999983 0.091250000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00030158391168868154 -0.00031789481826991725 -0.00039262865746923195 0.00022779375486869593 -0.00047831417682601637 -0.0001840759243436693 0.00051001525861906264 5.6674340497210932e-05
leaf_weight=0.0012431906389927588 0.001008026010215309 0.0010292530137561394 0.0015063416304924356 0.0010486728616626714 0.0018484427040880639 0.0013161841355259483 0.0011510293091247957
leaf_count=247 279 327 390 208 1830 320 309
internal_value=0 2.28157e-05 -2.10534e-05 -7.96823e-05 -1.4706e-06 9.18178e-05 0.000298518
internal_weight=0 0.00914311 0.00789992 0.00639358 0.00534491 0.00431566 0.00246721
internal_count=3910 3631 3384 2994 2786 2459 629
is_linear=0
shrinkage=0.00196078


Tree=6773
num_leaves=7
num_cat=0
split_feature=47 43 16 16 2 4
split_gain=1.12472e-05 2.18081e-05 5.57168e-05 4.17274e-05 4.42581e-05 4.73611e-05
threshold=0.10436500000000001 -0.16369999999999998 0.15737500000000001 -0.0083999999999999995 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.012125002441246147 0.0077744444248869747 0.010318151484290165 -0.023568742172405777 0.015225722426956398 -0.028902760374249371 -0.0016146085897212623
leaf_weight=0.0010007594794207032 0.0015264329463663085 0.0013194857925737549 0.0011644186968137607 0.0014262488334285308 0.0010289524651249744 0.0016655373000699625
leaf_count=264 290 893 466 647 862 488
internal_value=0 -0.00163149 -0.00371592 0.000533354 -0.00468715 -0.0120352
internal_weight=0 0.0076054 0.00660464 0.00544022 0.00401398 0.00269449
internal_count=3910 3620 3356 2890 2243 1350
is_linear=0
shrinkage=0.1


Tree=6774
num_leaves=8
num_cat=0
split_feature=0 43 15 52 15 3 3
split_gain=1.26184e-05 3.17158e-05 3.23895e-05 5.40473e-05 2.68661e-05 2.31354e-05 1.40515e-05
threshold=-0.017269999999999997 -0.079374999999999987 1.0000000180025095e-35 -0.07984999999999999 -0.095799999999999982 0.092005000000000017 -0.069414999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=-0.013536210731042459 -0.0014248338674763366 0.025502467222869779 -0.012899227598414401 0.0030998035816815787 0.012411506224015087 -0.018182684144855247 0.01526500635918188
leaf_weight=0.0017931049341712961 0.0010086140155607004 0.0010571742246030429 0.0011624212845031947 0.0010399184946910261 0.0010364934350747179 0.0010038276926697006 0.0010091805991028547
leaf_count=1184 241 298 1132 299 403 148 205
internal_value=0 -0.00204005 0.00184948 0.00599318 -0.000702638 -0.00735353 0.00692243
internal_weight=0 0.00709294 0.00529984 0.00413741 0.00308024 0.00204375 0.00201779
internal_count=3910 3464 2280 1148 850 447 446
is_linear=0
shrinkage=0.1


Tree=6775
num_leaves=8
num_cat=0
split_feature=11 2 52 52 1 43 3
split_gain=2.06543e-05 2.57064e-05 3.70704e-05 4.38441e-05 3.69465e-05 3.14282e-05 7.74448e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.048794999999999991 0.10433000000000002 0.095575000000000007 -0.081434999999999994 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.0001063043618271026 -0.00027162803799078141 0.00045088354470078438 -0.00020324080183092418 0.00033018740338569146 0.00016221015637853567 -0.00063953711150859134 6.3109589571937178e-05
leaf_weight=0.0010000114928133737 0.0010382406967750441 0.0010887561504814101 0.0014415139473967606 0.0010057135267284687 0.001780813787114336 0.0012741047271112261 0.0011451111833614262
leaf_count=675 304 391 363 252 466 1327 132
internal_value=0 2.09024e-05 0.000149888 1.59771e-05 -6.68068e-05 -0.000186084 -0.000306946
internal_weight=0 0.00873602 0.00353598 0.00244723 0.00520004 0.00341923 0.00241922
internal_count=3910 3606 1006 615 2600 2134 1459
is_linear=0
shrinkage=0.00196078


Tree=6776
num_leaves=8
num_cat=0
split_feature=50 4 12 3 43 12 0
split_gain=3.23877e-05 3.82109e-05 4.53313e-05 4.61613e-05 3.94343e-05 5.14587e-05 4.01668e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.096385000000000012 -0.074254999999999988 0.080120000000000011 -0.070894999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00048923708875009235 -0.00044179329438943796 0.00024922722244617951 -0.00021679920446640756 0.00019627582491408711 -7.9180588871089163e-05 -0.00060882895267466328 0.00031580462685359837
leaf_weight=0.0011127483632712492 0.0010137192862349981 0.0012299914027877343 0.0011418938870016611 0.0019137732387894749 0.0015986254293421545 0.0012619881441857639 0.0010404262145719458
leaf_count=282 689 396 730 189 179 1234 211
internal_value=0 -7.27063e-05 -0.000121777 -6.30008e-05 -0.000161395 -0.00031284 3.71209e-05
internal_weight=0 0.00929945 0.00806946 0.00695671 0.00504293 0.00286061 0.00218232
internal_count=3910 3221 2825 2543 2354 1413 941
is_linear=0
shrinkage=0.00196078


Tree=6777
num_leaves=7
num_cat=0
split_feature=2 4 0 16 13 4
split_gain=1.12076e-05 4.74672e-05 5.25702e-05 4.34296e-05 3.10259e-05 2.81496e-05
threshold=0.10946500000000002 -0.34687499999999999 -0.06402999999999999 -0.11180499999999999 -0.0041499999999999983 0.15045000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=-0.022254159014564918 0.015172941356513989 0.0099857070676604796 0.019237290422408848 -0.024706531622520997 -0.0029541349394403534 -0.0054431864537437943
leaf_weight=0.0010152094292000891 0.0013853714379910473 0.0014422372471007941 0.0012568205408960949 0.0010743437026479717 0.0016827332720287897 0.00126895320790286
leaf_count=209 447 447 246 1659 582 320
internal_value=0 -0.00239941 0.00129492 -0.00407509 -0.0114303 0.00531699
internal_weight=0 0.00647134 0.00545613 0.00419931 0.00275708 0.00265432
internal_count=3910 3143 2934 2688 2241 767
is_linear=0
shrinkage=0.1


Tree=6778
num_leaves=6
num_cat=0
split_feature=0 42 43 16 15
split_gain=1.10597e-05 1.9847e-05 4.4034e-05 6.10294e-05 4.83805e-05
threshold=1.0000000180025095e-35 0.088115000000000013 -0.0037249999999999996 -0.19424999999999998 -0.0089749999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.018461252819563768 0.0069258888425166535 0.0081383321790924421 -0.0192015901448911 -0.0010966039745835081 0.025345454262584183
leaf_weight=0.0016345555141295837 0.0017815313755895606 0.0015621030950577651 0.0011031600601251585 0.0019520751098382524 0.0010719274492123235
leaf_count=1415 394 1157 225 345 374
internal_value=0 -0.00185936 -0.00456991 0.000931732 0.00827639
internal_weight=0 0.00732382 0.00576172 0.00412716 0.003024
internal_count=3910 3516 2359 944 719
is_linear=0
shrinkage=0.1


Tree=6779
num_leaves=8
num_cat=0
split_feature=50 4 12 51 3 2 0
split_gain=1.08985e-05 2.44395e-05 1.95346e-05 3.23765e-05 5.31259e-05 3.39457e-05 2.04912e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.096385000000000012 0.094010000000000024 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.012979797717845149 -0.0098138918425836955 0.014988471859872824 -0.013306044380661495 -0.0052545463072620575 0.022664547660380611 -0.016542732417835004 0.013662200578070724
leaf_weight=0.0011504240354143621 0.0010297577783537236 0.0010964135129829617 0.0012056299630903754 0.0010311344288909815 0.0012535418372839439 0.0010331349186849413 0.0012878013867832249
leaf_count=307 715 396 593 161 106 444 1188
internal_value=0 0.00111134 -0.00107421 0.00128268 0.00510163 -0.0014662 0.00525071
internal_weight=0 0.00805808 0.00696167 0.00581124 0.00460561 0.00335207 0.00231894
internal_count=3910 3195 2799 2492 1899 1793 1349
is_linear=0
shrinkage=0.1


Tree=6780
num_leaves=7
num_cat=0
split_feature=43 43 4 13 2 4
split_gain=1.2643e-05 2.80899e-05 2.27259e-05 2.45287e-05 5.8126e-05 3.11592e-05
threshold=-0.057994999999999998 -0.093039999999999984 -0.34687499999999999 -0.0041499999999999983 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=-0.0033426201614180336 -0.016397008076246042 0.015592814196735054 -0.010244032017814701 0.0026086713025642192 -0.015066001587925953 0.026039819873595688
leaf_weight=0.0017855130266415256 0.0010241588140402647 0.0013959178593995532 0.001580227209225119 0.0011907091909896996 0.0010083705400392904 0.0010844322946992791
leaf_count=602 227 1172 1320 280 151 158
internal_value=0 0.00496569 -0.00285816 -7.28242e-06 0.00491927 0.013777
internal_weight=0 0.00318143 0.0058879 0.00486374 0.00328351 0.00227514
internal_count=3910 1774 2136 1909 589 438
is_linear=0
shrinkage=0.1


Tree=6781
num_leaves=7
num_cat=0
split_feature=376 52 13 2 48 2
split_gain=2.09623e-05 3.81819e-05 5.40507e-05 6.33914e-05 6.29749e-05 8.09159e-05
threshold=0.048375000000000008 0.10218500000000001 -0.091849999999999987 0.11230000000000001 0.083775000000000002 0.084235000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00029903235123748644 0.00026291254021818151 -0.00033195359322772986 0.00012117647649708688 -0.00049393491085036618 0.00036367628208289015 -0.0005326302439874563
leaf_weight=0.0019854511687346097 0.001019098837480679 0.0013954892322372873 0.0018748755746929961 0.0011235053606260927 0.0014472845080841889 0.0011894988037925987
leaf_count=448 206 719 711 341 326 1159
internal_value=0 -3.37719e-05 2.08312e-05 -7.71881e-05 2.65913e-05 -0.000132612
internal_weight=0 0.0090161 0.00762062 0.00563516 0.00451166 0.00306437
internal_count=3910 3704 2985 2537 2196 1870
is_linear=0
shrinkage=0.00196078


Tree=6782
num_leaves=7
num_cat=0
split_feature=0 2 49 49 12 3
split_gain=1.22034e-05 2.72569e-05 2.94096e-05 6.02104e-05 2.36999e-05 1.12673e-05
threshold=-0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.006494999999999999 0.090840000000000018 -0.069414999999999991
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=-0.022243196263059761 -0.00071231198976008875 -0.0065028143704921855 -0.01180996099701526 0.018615421230509924 -0.00074635161855279549 0.014262650046070708
leaf_weight=0.0010521393373240737 0.0010053382957037249 0.0018876132928387621 0.0011897700780139995 0.0019301327325657205 0.0010005880298196287 0.0010044452798105019
leaf_count=413 241 552 763 1319 417 205
internal_value=0 -0.00206019 0.00191798 0.00619618 -0.0117647 0.00677184
internal_weight=0 0.00706024 0.00500752 0.00381775 0.00205273 0.00200978
internal_count=3910 3464 2634 1871 830 446
is_linear=0
shrinkage=0.1


Tree=6783
num_leaves=8
num_cat=0
split_feature=14 15 43 42 43 49 2
split_gain=3.61001e-05 6.78343e-05 3.59258e-05 4.33386e-05 6.45447e-05 6.10386e-05 7.22907e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.17307499999999998 0.088465000000000002 0.0016850000000000001 -0.047309999999999998 0.084235000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00035977302195142481 0.00039137084186767349 0.00023625204440395575 0.00016144580138961994 -0.0004630265755669737 0.00030449318888313106 4.312411669438916e-05 -0.00060472856652477004
leaf_weight=0.0010292218090899368 0.0016319598884570316 0.0014317735253294734 0.0014484271068521174 0.0010938236084293519 0.0015509567362218969 0.0011299601290029905 0.0015996680242171067
leaf_count=196 505 230 322 927 311 405 1014
internal_value=0 2.60913e-05 -4.61255e-05 -0.000105383 -3.70986e-05 -0.000163903 -0.000336543
internal_weight=0 0.00988657 0.00825461 0.00682284 0.00572901 0.00417806 0.00272963
internal_count=3910 3714 3209 2979 2052 1741 1419
is_linear=0
shrinkage=0.00196078


Tree=6784
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 0
split_gain=1.1414e-05 4.41418e-05 3.93293e-05 3.31469e-05 4.56407e-05 2.61728e-05
threshold=0.10946500000000002 0.086950000000000013 0.15045000000000003 -1.0000000180025095e-35 0.080120000000000011 -0.13506999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=0.019202275591059928 -0.0030137569191663379 -0.01811379062842023 0.019313075946847318 -0.015278595836916745 -0.0072961549217793872 0.01716096367100961
leaf_weight=0.0011302350666791377 0.0015354362637216663 0.0013952267163521281 0.0010396516054287167 0.0013494732000451514 0.0015297638828976655 0.0011063861948937461
leaf_count=293 208 911 231 394 1314 559
internal_value=0 -0.00236957 0.00198104 -0.00251314 0.00396304 0.00543535
internal_weight=0 0.00644435 0.00504912 0.00400947 0.00266 0.00264182
internal_count=3910 3143 2232 2001 1607 767
is_linear=0
shrinkage=0.1


Tree=6785
num_leaves=8
num_cat=0
split_feature=11 3 3 49 49 0 2
split_gain=2.01604e-05 3.3313e-05 3.53518e-05 4.16126e-05 3.81126e-05 4.1758e-05 5.53744e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.032484999999999993 0.081110000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00032795381810868374 -0.00026572892235953929 -0.00033016408513234587 -0.00021733086262147927 0.00010452856371990555 -0.00015921133350700056 -7.1381004338017833e-05 0.00070852853136148535
leaf_weight=0.001169892177114498 0.0010677332419536762 0.0012428964222053951 0.0018818883297594055 0.0012640528634487169 0.0013074039429872178 0.0011597541491592941 0.0010840390304463527
leaf_count=222 304 1646 373 343 449 150 423
internal_value=0 1.90542e-05 -2.64593e-05 2.99041e-05 0.000126528 0.000233026 0.000383376
internal_weight=0 0.00910993 0.00794003 0.00669714 0.00481525 0.00350785 0.00234809
internal_count=3910 3606 3384 1738 1365 916 766
is_linear=0
shrinkage=0.00196078


Tree=6786
num_leaves=7
num_cat=0
split_feature=43 52 16 2 16 4
split_gain=1.20679e-05 2.64548e-05 3.7233e-05 2.21099e-05 4.47783e-05 2.23002e-05
threshold=-0.057994999999999998 -0.088779999999999984 -0.078844999999999985 0.089910000000000004 -0.063614999999999991 0.097045000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.017405947908094944 -0.011382508908459845 0.011569523420259641 -0.015115278535028961 0.021837530070266092 -0.010449462947286004 0.0015926456227687914
leaf_weight=0.0011003493135547048 0.0019826852247253127 0.001047637613656999 0.0010438782361518336 0.0010253098131348386 0.0017278322881241377 0.0011593067627365965
leaf_count=471 1105 559 744 298 476 257
internal_value=0 0.00485446 -0.0017489 -0.00277962 0.00158 0.0110942
internal_weight=0 0.00319187 0.00209152 0.00589513 0.00391245 0.00218462
internal_count=3910 1774 1303 2136 1031 555
is_linear=0
shrinkage=0.1


Tree=6787
num_leaves=7
num_cat=0
split_feature=0 13 151 43 2 3
split_gain=1.17263e-05 2.64122e-05 2.84457e-05 2.90379e-05 4.24932e-05 1.01289e-05
threshold=-0.017269999999999997 0.0024700000000000004 -0.0088999999999999982 -0.019509999999999996 0.087995000000000004 -0.069414999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.011067947833213078 -0.00043358009074544028 -0.016177801532958749 0.017804344230840648 -0.014462612108527898 0.0090992733937876481 0.013775580840712648
leaf_weight=0.0015402282564313825 0.0010051939836107848 0.0011084578344768403 0.0012247716760263238 0.001274190546218768 0.0019169541379209056 0.0010015331330880002
leaf_count=560 241 539 1080 703 582 205
internal_value=0 -0.00200415 0.000633607 0.00471499 -0.00030874 0.00665804
internal_weight=0 0.0070646 0.00595614 0.00441592 0.00319114 0.00200673
internal_count=3910 3464 2925 2365 1285 446
is_linear=0
shrinkage=0.1


Tree=6788
num_leaves=8
num_cat=0
split_feature=12 0 4 15 150 3 1
split_gain=1.09623e-05 1.99273e-05 2.23684e-05 3.07315e-05 7.61537e-05 4.5361e-05 2.27482e-05
threshold=0.10595000000000002 0.055865000000000005 -0.08422499999999998 -0.017214999999999998 0.082965000000000025 0.10223 0.087545000000000026
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=-0.014419285368529461 -0.0099028568811781025 0.014340203462940361 -0.0018722287583721683 0.0012557875973050003 0.01830453464776657 -0.027650821054867044 0.022302029332749593
leaf_weight=0.0010200342137469467 0.0010093585619483014 0.0010030473795812145 0.0016831962031287877 0.0010532157384632371 0.0011378165741281216 0.0011482565893234653 0.0010023205920586811
leaf_count=561 391 225 1036 814 329 154 400
internal_value=0 0.00115282 -0.000724804 0.00159375 -0.00354583 -0.0123264 0.0115184
internal_weight=0 0.00804789 0.00704484 0.00602481 0.00396927 0.00283145 0.00205554
internal_count=3910 3519 3294 2733 1519 1190 1214
is_linear=0
shrinkage=0.1


Tree=6789
num_leaves=8
num_cat=0
split_feature=3 39 133 43 48 1 16
split_gain=2.3996e-05 3.52722e-05 3.34841e-05 4.79236e-05 3.13766e-05 3.52174e-05 4.67839e-05
threshold=0.13772500000000001 0.005105000000000001 1.0000000180025095e-35 -0.08799499999999999 0.086125000000000021 0.094890000000000016 -0.087089999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.0003447419766344662 0.00022330387700077129 0.00026043380057761957 -0.00041454126728000584 9.9621625997668863e-05 -0.00036639549385237446 0.00018553859709426066 -0.0004823354368596212
leaf_weight=0.0010157802285526429 0.0014452396584140942 0.001210327209016605 0.0011103621696713474 0.001050319489086862 0.0014459555574646088 0.0016754525472398194 0.0010743430770585205
leaf_count=222 239 424 1216 396 268 446 699
internal_value=0 -4.97974e-05 -0.000100729 -4.50837e-05 -0.000120564 -2.7025e-05 -0.000194647
internal_weight=0 0.00858254 0.00737221 0.00626185 0.00524607 0.00380012 0.00212466
internal_count=3910 3671 3247 2031 1809 1541 1095
is_linear=0
shrinkage=0.00196078


Tree=6790
num_leaves=8
num_cat=0
split_feature=1 13 4 12 3 52 4
split_gain=2.3368e-05 3.51131e-05 8.19196e-05 6.01875e-05 5.90981e-05 2.97683e-05 5.5832e-05
threshold=0.088010000000000019 -0.0024749999999999993 0.0057500000000000008 0.088375000000000023 0.11265500000000002 -0.081429999999999989 -0.083329999999999987
decision_type=2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 -1 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=0.00012921815625113948 0.00061950427777066118 -0.00051968072851618478 0.00039036565765252249 -3.2459700120241711e-05 -0.00019072280953396614 -8.3452501251304098e-06 -0.0005554638033576486
leaf_weight=0.0013170363590725796 0.0010165381126304568 0.0010092351786705443 0.0015259312813104913 0.0011721236872919512 0.0012036962725313349 0.0018160453702791633 0.001185031969823194
leaf_count=539 513 332 197 448 95 487 1299
internal_value=0 7.31033e-05 -4.23608e-05 0.000270349 0.00013412 -0.000116535 -0.000224385
internal_weight=0 0.00592752 0.00373886 0.00218866 0.00272963 0.00431811 0.00300108
internal_count=3910 1585 624 961 292 2325 1786
is_linear=0
shrinkage=0.00196078


Tree=6791
num_leaves=7
num_cat=0
split_feature=3 39 3 4 0 12
split_gain=1.23168e-05 3.41671e-05 2.83938e-05 5.92598e-05 2.96665e-05 2.89763e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.06402999999999999 0.090480000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0058776960227707384 0.0089433177027805309 0.014843717221345663 -0.028161143212973486 -0.0001254725616139431 0.013777558468990489 -0.017027002675159351
leaf_weight=0.0011446788656243488 0.0012954636850088276 0.0010883768975676255 0.001242302569463281 0.0019179016327904494 0.0013182099313156798 0.0010673217759046877
leaf_count=1382 239 424 490 307 330 738
internal_value=0 -0.00158807 -0.00426114 -0.0111465 0.00190258 -0.00517415
internal_weight=0 0.00777879 0.00669041 0.0031602 0.00353021 0.002212
internal_count=3910 3671 3247 797 2450 2120
is_linear=0
shrinkage=0.1


Tree=6792
num_leaves=7
num_cat=0
split_feature=1 4 4 52 1 47
split_gain=1.15481e-05 3.30099e-05 2.64005e-05 2.51945e-05 3.83838e-05 1.63315e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.074484999999999982 0.096630000000000008 0.08801500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.00638312909070361 -0.0080678352846236968 -0.023466946639905062 -0.0014379139039668593 0.024046267872398084 0.0083963372451963548 -0.0070966651331553846
leaf_weight=0.0016586542002681652 0.0014787605695425069 0.00107741843285054 0.0010989091183392552 0.0010065374533852166 0.0014661249715284606 0.0012695351358614584
leaf_count=189 481 1512 624 377 531 196
internal_value=0 -0.00424421 -0.0123437 0.00298292 0.00734971 0.00120651
internal_weight=0 0.00383498 0.00217633 0.00522096 0.0037422 0.00273566
internal_count=3910 2325 2136 1585 1104 727
is_linear=0
shrinkage=0.1


Tree=6793
num_leaves=8
num_cat=0
split_feature=47 47 4 43 0 2 48
split_gain=2.83001e-05 3.76011e-05 4.47751e-05 4.67331e-05 5.51456e-05 3.81385e-05 3.79095e-05
threshold=0.10436500000000001 0.077065000000000008 -0.23071499999999998 -0.0037249999999999996 -0.078664999999999985 0.085255000000000011 0.084500000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.00030969213126365015 0.00022102922422142921 -0.00041134986096085267 -0.00042767612790952937 0.00053063990452228895 0.0001893838827281054 0.00027150030305834956 -0.00020713982020765105
leaf_weight=0.001506425018440216 0.0017029272327767518 0.0010084555911589656 0.0012520430250584386 0.0010062183275586947 0.0010027951079929918 0.0016115017202572807 0.0010511820589193378
leaf_count=233 290 288 1358 347 642 593 159
internal_value=0 -5.60744e-05 -7.85481e-06 6.89033e-05 -0.000153251 0.000205435 8.25414e-05
internal_weight=0 0.00843862 0.00743017 0.00592374 0.00225484 0.0036689 0.00266268
internal_count=3910 3620 3332 3099 2000 1099 752
is_linear=0
shrinkage=0.00196078


Tree=6794
num_leaves=9
num_cat=0
split_feature=376 1 42 457 49 2 2 13
split_gain=2.2088e-05 3.97203e-05 5.25566e-05 3.77701e-05 4.74044e-05 4.82658e-05 6.92129e-05 0.000102396
threshold=0.048375000000000008 0.12864500000000004 0.091955000000000023 0.069705000000000003 -0.0019649999999999997 0.10796500000000002 0.091525000000000009 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00046865578464640981 0.00026463885210443046 0.00032879934044754402 -0.00048919828159760574 0.00027655756249976186 -0.00051164785349667563 -0.00035851257240398073 0.0005239779789768396 0.00029220644497129108
leaf_weight=0.0010481756328444541 0.0010256784660890418 0.0010047720357243576 0.0010707534927637003 0.0013162793131074445 0.0011208185909659511 0.0011360817523663434 0.0010641994770962011 0.0013347938026905897
leaf_count=394 206 276 710 238 958 299 422 407
internal_value=0 -3.88924e-05 -8.45532e-05 -2.28362e-05 -9.19248e-05 -7.11175e-06 0.000106309 -7.46979e-05
internal_weight=0 0.00909587 0.0080911 0.00702035 0.00570407 0.00465589 0.00351981 0.00245561
internal_count=3910 3704 3428 2718 2480 2086 1787 1365
is_linear=0
shrinkage=0.00196078


Tree=6795
num_leaves=7
num_cat=0
split_feature=47 43 16 16 2 4
split_gain=1.17947e-05 2.24938e-05 5.80046e-05 3.54796e-05 4.62586e-05 4.00183e-05
threshold=0.10436500000000001 -0.16369999999999998 0.15737500000000001 -0.0083999999999999995 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.012255292381521319 0.0079585348753626693 0.011016745547753962 -0.024147797178758507 0.014068175089900048 -0.027580985542375591 -0.0023178583802592276
leaf_weight=0.0010020797903678019 0.0015185947905650395 0.0013152372188552138 0.0011572894688948298 0.001423827778065748 0.0010105499219653625 0.0016521402191053565
leaf_count=264 290 893 466 647 862 488
internal_value=0 -0.00169899 -0.00383091 0.000521849 -0.00432682 -0.0119058
internal_weight=0 0.00756112 0.00655904 0.00540176 0.00397793 0.00266269
internal_count=3910 3620 3356 2890 2243 1350
is_linear=0
shrinkage=0.1


Tree=6796
num_leaves=8
num_cat=0
split_feature=13 48 0 2 4 16 3
split_gain=2.3423e-05 2.46271e-05 4.42617e-05 3.42149e-05 3.74797e-05 3.72061e-05 3.02523e-05
threshold=-0.23438999999999996 0.11379500000000002 -0.17106499999999999 0.090050000000000005 -0.082054999999999975 0.05259500000000001 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6
right_child=1 -3 3 5 6 -7 -8
leaf_value=0.00023395748083774562 0.00028985422215714569 -0.00032810009229678258 0.00036058224134431825 -0.00045045874893872906 9.6083702907441963e-05 3.3668225810290121e-05 -0.00032878840165361829
leaf_weight=0.0012894307778723224 0.001516219624751936 0.0010680560582711305 0.0010033792709645221 0.001536553639467495 0.0015142090579500836 0.0010124666226368232 0.001121562830988389
leaf_count=210 185 166 612 862 1082 460 333
internal_value=0 -4.90716e-05 -1.039e-05 -8.39556e-05 3.80679e-05 -0.000258164 -8.47061e-05
internal_weight=0 0.00877245 0.00770439 0.00618817 0.00363915 0.00254902 0.00263577
internal_count=3910 3700 3534 3349 2027 1322 1415
is_linear=0
shrinkage=0.00196078


Tree=6797
num_leaves=8
num_cat=0
split_feature=13 39 51 47 0 43 16
split_gain=1.32894e-05 2.60685e-05 2.31169e-05 3.51508e-05 6.00402e-05 7.86944e-05 3.07176e-05
threshold=-0.23438999999999996 0.005105000000000001 0.08955500000000001 0.09252500000000001 -0.099024999999999988 -0.083899999999999988 -0.095609999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0097981342691803308 0.0027360483490229265 0.012786376393467426 -0.017688040073231225 -0.017123196588976777 0.0120012804368302 -0.024541971566603805 0.02616028588239418
leaf_weight=0.0011827289002779183 0.0011409264626683117 0.0010903823587090156 0.0010276426784044824 0.0011421904501042867 0.0010479993433060095 0.0013463341005598662 0.001099170805699714
leaf_count=210 250 419 367 289 566 1653 156
internal_value=0 -0.00156828 -0.00386861 -0.00141018 0.00246242 -0.008547 0.0142299
internal_weight=0 0.00789465 0.00680426 0.00577662 0.00463443 0.00239433 0.0022401
internal_count=3910 3700 3281 2914 2625 2219 406
is_linear=0
shrinkage=0.1


Tree=6798
num_leaves=7
num_cat=0
split_feature=42 43 51 1 3 0
split_gain=1.19821e-05 2.63229e-05 2.25531e-05 3.81798e-05 5.4842e-05 3.71518e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 0.095575000000000007 -0.078494999999999995 -0.15517999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.013207958586805553 -0.0093346820999314784 0.01482298036511594 0.0084281117614150424 -0.0029154431599995412 -0.019197677468380941 0.021726112872702243
leaf_weight=0.0012550680433553235 0.0012115094406966358 0.0012239413480758738 0.0013626340654779015 0.0011004627993701579 0.0015203766857153464 0.0013780081638874273
leaf_count=506 843 311 1321 143 331 455
internal_value=0 0.00135103 -0.00114104 0.00168371 -0.00614055 0.010785
internal_weight=0 0.00784049 0.00661655 0.00536148 0.00288301 0.00247847
internal_count=3910 3067 2756 2250 1652 598
is_linear=0
shrinkage=0.1


Tree=6799
num_leaves=8
num_cat=0
split_feature=50 15 16 0 2 4 133
split_gain=1.9157e-05 2.85252e-05 5.03598e-05 5.83965e-05 6.01716e-05 4.33848e-05 3.36582e-05
threshold=0.086465000000000014 -0.16430499999999995 -0.38486499999999996 -0.10575999999999998 0.08400500000000001 0.0057500000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00032393591560999198 -0.00024568514669000611 -0.00041428581106008928 2.5715728022657113e-05 -0.00041914331087612001 0.00024526009344167082 0.00055981705635457931 -0.00017871469672805316
leaf_weight=0.001068060393699514 0.0011488978049652198 0.0010634215277777583 0.0011589732740128807 0.0014273671435452509 0.0017481594309548777 0.001180106393115235 0.0012239056185217425
leaf_count=400 715 290 219 562 905 86 733
internal_value=0 2.34073e-05 -1.77341e-05 4.48467e-05 -8.82495e-05 0.000295179 7.0666e-05
internal_weight=0 0.00886999 0.00780193 0.00673851 0.00439943 0.00233908 0.00297207
internal_count=3910 3195 2795 2505 2200 305 1638
is_linear=0
shrinkage=0.00196078


Tree=6800
num_leaves=7
num_cat=0
split_feature=50 4 40 160 12 2
split_gain=1.18484e-05 2.37668e-05 2.22446e-05 3.10375e-05 5.63318e-05 3.35808e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 0.091615000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014543051828588309 -0.010187664697474315 0.014944165927936341 0.021390285198637983 -0.014019360448726786 -0.0084361400925335572 -0.001190463265398266
leaf_weight=0.0010244853418311974 0.0010273886775323234 0.0010901011218147957 0.0019079392556842602 0.0010671359122203161 0.0019286969237129782 0.0010057599429770091
leaf_count=274 715 396 680 308 1328 209
internal_value=0 0.00121811 -0.000939775 0.00141851 0.00482061 0.0135958
internal_weight=0 0.00802412 0.00693402 0.00590953 0.0048424 0.0029137
internal_count=3910 3195 2799 2525 2217 889
is_linear=0
shrinkage=0.1


Tree=6801
num_leaves=7
num_cat=0
split_feature=13 39 2 48 3 1
split_gain=1.18065e-05 2.43097e-05 2.24647e-05 3.57754e-05 3.82426e-05 7.2661e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.085835000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0092687993782916683 -0.015832658952118286 0.012433976551105242 -0.014090534654823017 0.012180940822530489 -0.020805050598841118 0.018583856062374109
leaf_weight=0.0011777256809536842 0.0012430608362352686 0.0010842791039915771 0.0015902179000268895 0.0015559928021109943 0.0011721527970996351 0.0012110916025321386
leaf_count=210 1413 419 393 395 477 603
internal_value=0 -0.00146785 -0.00369353 -0.000503145 -0.00594569 0.00115143
internal_weight=0 0.0078568 0.00677252 0.0051823 0.00362631 0.00245415
internal_count=3910 3700 3281 2888 2493 2016
is_linear=0
shrinkage=0.1


Tree=6802
num_leaves=7
num_cat=0
split_feature=49 2 13 48 2 0
split_gain=1.18053e-05 3.57909e-05 4.1442e-05 3.4818e-05 3.2749e-05 2.2247e-05
threshold=0.093945000000000015 0.11260500000000001 -0.123625 0.083775000000000002 0.084235000000000018 -0.083934999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.023401528374374151 0.009942745062602544 0.01191314197009738 0.012047925576376239 0.012868830746677613 -0.016098662443584624 -0.0077323166480929755
leaf_weight=0.0010032641827609013 0.0010429803196440003 0.001616874960953584 0.0011267095650673452 0.0013162902806796968 0.0017610069623691877 0.0011478948313395183
leaf_count=159 527 480 399 406 1354 585
internal_value=0 -0.00137079 -0.00475047 -0.00125415 -0.00586063 0.00206569
internal_weight=0 0.00797204 0.00635517 0.0053519 0.00403561 0.0022746
internal_count=3910 3383 2903 2744 2338 984
is_linear=0
shrinkage=0.1


Tree=6803
num_leaves=8
num_cat=0
split_feature=50 156 12 52 13 0 49
split_gain=2.36348e-05 2.64851e-05 2.75328e-05 6.31061e-05 4.2472e-05 4.24087e-05 2.60716e-05
threshold=0.086465000000000014 0.082605000000000026 -0.023959999999999995 -0.081429999999999989 -0.10023999999999998 -0.099864999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.0002213108970484736 -0.00027618945801071793 -0.00027252892370451269 0.00045349667647191127 0.00029709889158677775 -0.00015783715621698198 -0.0003641405637886097 0.00027162381182024381
leaf_weight=0.0010988210637391596 0.0011126741354479637 0.001002922574785188 0.0015963003925754463 0.0013938322623373964 0.0010345258969263773 0.001459153626031644 0.001144971260752405
leaf_count=398 715 536 472 169 113 1356 151
internal_value=0 2.72486e-05 6.6155e-05 0.000113807 6.05741e-06 -0.00010543 6.77747e-05
internal_weight=0 0.00873053 0.0077276 0.00662878 0.00503248 0.00363865 0.0021795
internal_count=3910 3195 2659 2261 1789 1620 264
is_linear=0
shrinkage=0.00196078


Tree=6804
num_leaves=7
num_cat=0
split_feature=11 42 4 0 2 3
split_gain=2.87888e-05 4.14147e-05 4.53549e-05 6.85148e-05 6.3646e-05 6.02622e-05
threshold=0.077330000000000024 0.086325000000000013 -0.029114999999999999 -0.10575999999999998 0.11230000000000001 0.045635000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00050510541869191225 -0.00031804698860961935 -0.00023552682748117048 0.00034914594877315269 -0.00041601364801817169 -0.0002222604786283933 -4.6500904529579396e-05
leaf_weight=0.0017920131800209676 0.0010478647118185433 0.0018832388950884536 0.0018653038066145438 0.0013016970416985857 0.0012527987733305978 0.0013240864128010979
leaf_count=773 279 1399 279 829 166 185
internal_value=0 2.45588e-05 8.95548e-05 -3.8171e-05 0.000119565 0.000270718
internal_weight=0 0.00941914 0.0075359 0.0044198 0.0031181 0.0031161
internal_count=3910 3631 2232 1274 445 958
is_linear=0
shrinkage=0.00196078


Tree=6805
num_leaves=8
num_cat=0
split_feature=50 4 12 3 43 52 0
split_gain=2.67874e-05 3.23409e-05 4.21141e-05 5.55389e-05 3.69955e-05 5.53122e-05 3.68773e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.096385000000000012 -0.074254999999999988 -0.0066199999999999991 -0.070894999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00037516705264030952 -0.00031179503441127902 0.00032290218539120447 -0.00012438594424405561 0.00032414283917117469 -0.00058740777152908451 -1.2241333203570275e-05 0.00039102630614062895
leaf_weight=0.0011049265210631813 0.0010034221277652198 0.0012197713884360096 0.0011173399327702657 0.0018808292763146522 0.0010097143356179378 0.0017691254496457174 0.0010217876030807283
leaf_count=282 689 396 730 189 405 1008 211
internal_value=0 2.57342e-05 -2.01273e-05 3.7573e-05 -7.20229e-05 -0.000221233 0.000121809
internal_weight=0 0.00912349 0.00790372 0.0067988 0.00491797 0.00277884 0.00213913
internal_count=3910 3221 2825 2543 2354 1413 941
is_linear=0
shrinkage=0.00196078


Tree=6806
num_leaves=8
num_cat=0
split_feature=50 484 133 52 4 3 0
split_gain=1.14808e-05 2.0943e-05 2.28286e-05 4.69282e-05 7.68669e-05 5.79556e-05 4.25563e-05
threshold=0.086465000000000014 0.073820000000000011 0.087615000000000012 0.067395000000000024 -0.0031049999999999997 -0.074234999999999982 -0.17106499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.027570238962811452 -0.010019074356559542 0.013856593941835608 -0.014800202616303127 0.016474104101430725 0.023449184682674401 0.0072303044767906338 -0.020111552012662619
leaf_weight=0.0010368690281178355 0.0010292875931179396 0.0011241251757632105 0.0010041771162683077 0.0015464637249380919 0.0010207672042632423 0.0012532338246702321 0.0010430326719869962
leaf_count=675 715 442 636 711 284 124 323
internal_value=0 0.00119881 -0.000862002 0.00151013 -0.00380493 0.00362384 -0.00518918
internal_weight=0 0.00802867 0.00690454 0.00590037 0.0043539 0.00331703 0.00229627
internal_count=3910 3195 2753 2117 1406 731 447
is_linear=0
shrinkage=0.1


Tree=6807
num_leaves=7
num_cat=0
split_feature=13 39 1 48 2 16
split_gain=1.31868e-05 2.48428e-05 2.68538e-05 4.24615e-05 4.83958e-05 5.93269e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11097000000000001 0.090910000000000005 0.085255000000000011 -0.010344999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0097865647000972451 0.0077781591929826921 0.012479202370447268 -0.014444839735684362 0.017962024284144711 -0.029177633481069755 0.0035389031961457367
leaf_weight=0.0011801778552508095 0.0017318957455815 0.0010873214139937876 0.0017564378031581229 0.0010353890571320199 0.0012338703909359301 0.0010063052653200514
leaf_count=210 1008 419 309 277 995 692
internal_value=0 -0.0015506 -0.00380594 -7.42007e-05 -0.00477565 -0.0144811
internal_weight=0 0.00785122 0.0067639 0.00500746 0.00397207 0.00224018
internal_count=3910 3700 3281 2972 2695 1687
is_linear=0
shrinkage=0.1


Tree=6808
num_leaves=8
num_cat=0
split_feature=11 3 3 3 13 0 4
split_gain=2.12672e-05 2.22902e-05 3.25493e-05 3.29136e-05 2.52477e-05 4.64769e-05 2.95258e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -0.23438999999999996 -0.10131499999999999 0.080255000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00027996846293694053 -0.00027481662271987945 -0.00031542435636567012 0.00031542102553321966 0.00021456868747021375 0.00018198381312326041 -0.00045586619597985672 -0.00023407357934986214
leaf_weight=0.0011335705965104231 0.0010269039019386228 0.0011709550314284211 0.0013243293617064833 0.0012170826924340562 0.0017299017262715213 0.0010739300012922977 0.0010561380235270164
leaf_count=222 304 1646 861 200 193 341 143
internal_value=0 2.35377e-05 -1.48497e-05 4.01321e-05 -3.16759e-05 -0.000109319 2.42639e-05
internal_weight=0 0.00870591 0.00757234 0.00640138 0.00507705 0.00385997 0.00278604
internal_count=3910 3606 3384 1738 877 677 336
is_linear=0
shrinkage=0.00196078


Tree=6809
num_leaves=7
num_cat=0
split_feature=3 39 1 48 2 16
split_gain=1.1748e-05 2.13088e-05 2.46172e-05 3.57385e-05 3.63019e-05 5.04035e-05
threshold=0.13772500000000001 0.005105000000000001 0.11097000000000001 0.090910000000000005 0.085255000000000011 -0.010344999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0062164115473396214 0.0087292288684656157 0.011413341994063591 -0.014944302417004719 0.015855992178528136 -0.026740664988276132 0.0028171612703098824
leaf_weight=0.0017464803318790038 0.0012990234746333325 0.0010893491479965749 0.0015006190148015609 0.0010720956122867208 0.0012300268123708147 0.00108654248898924
leaf_count=1010 239 424 267 277 996 697
internal_value=0 -0.00154915 -0.00367712 -0.000384563 -0.00466987 -0.0128771
internal_weight=0 0.00772511 0.00663576 0.00513515 0.00406305 0.00231657
internal_count=3910 3671 3247 2980 2703 1693
is_linear=0
shrinkage=0.1


Tree=6810
num_leaves=10
num_cat=0
split_feature=50 43 133 2 3 151 4 13 15
split_gain=5.86016e-05 4.28137e-05 5.88638e-05 5.28927e-05 8.04032e-05 9.05497e-05 6.07652e-05 5.5966e-05 4.70312e-05
threshold=0.088425000000000017 0.14198000000000002 0.08493500000000001 0.088820000000000024 0.12046500000000002 -0.0088999999999999982 -0.0086749999999999969 -0.0024749999999999993 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -7 -1 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00045752563721376506 -0.00044215173998828441 0.00040788164043119497 -0.00044964213485104693 -9.8837478207244246e-05 -0.0002182578122602745 0.00027223686986403727 0.00095420639192702586 -0.00021481201073365237 0.00035387017148449029
leaf_weight=0.0012569631715911847 0.0010725467580796301 0.0010851005453255914 0.0010126437532312488 0.0010418073315694204 0.0012614696445708731 0.0010038286281577381 0.0010054711718512498 0.0011593053951335607 0.0010799919509691478
leaf_count=789 689 236 907 175 178 378 243 134 181
internal_value=0 4.03497e-05 -4.85916e-06 5.28199e-05 0.000198121 0.000370271 0.0006135 -0.000126406 5.9458e-05
internal_weight=0 0.00990658 0.00882148 0.00780884 0.00431258 0.00305111 0.0020093 0.00349626 0.0022393
internal_count=3910 3221 2985 2078 974 796 621 1104 315
is_linear=0
shrinkage=0.00196078


Tree=6811
num_leaves=8
num_cat=0
split_feature=11 3 3 1 15 4 15
split_gain=3.72371e-05 4.48888e-05 3.70613e-05 3.25878e-05 8.13224e-05 6.29525e-05 6.46582e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 -0.008624999999999999 0.053925000000000008 -0.106555
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00038022081277477773 -0.00035632782275409226 -0.00033357753831710692 -0.00049213413446590193 0.00046677645080620434 0.00016009453308799234 0.00029224655602826523 -0.00040810018868231017
leaf_weight=0.001273201339139482 0.0010197599720966838 0.001201675269303498 0.0012497970459350071 0.0015396235546811629 0.0017842231430957247 0.001010150556268798 0.0010171687929716343
leaf_count=247 279 1646 460 431 411 291 145
internal_value=0 3.88491e-05 -1.68544e-05 4.08036e-05 -0.000108577 0.000167865 -5.91391e-05
internal_weight=0 0.00907584 0.00780264 0.00660096 0.00303402 0.00356694 0.00202732
internal_count=3910 3631 3384 1738 871 867 436
is_linear=0
shrinkage=0.00196078


Tree=6812
num_leaves=8
num_cat=0
split_feature=11 3 3 49 49 0 2
split_gain=2.14908e-05 3.39339e-05 3.92548e-05 4.2239e-05 4.93974e-05 5.57355e-05 6.94369e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.032484999999999993 0.081110000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00031771051758808195 -0.00027941289344564997 -0.00034954732577687257 -0.00021552704504333974 0.00010728432997321262 -0.00019682318617947672 -0.00010556980284212357 0.00078194821699052936
leaf_weight=0.0012771581669864902 0.0010156813936195433 0.0012241107989166529 0.0018921168175940846 0.0012500287850679363 0.0012924667819838968 0.0011321250960589957 0.0011049471685939598
leaf_count=247 279 1646 373 343 449 150 423
internal_value=0 2.11812e-05 -2.67829e-05 3.24374e-05 0.000130601 0.000251958 0.000423834
internal_weight=0 0.00917295 0.0078958 0.00667168 0.00477957 0.0034871 0.00235498
internal_count=3910 3631 3384 1738 1365 916 766
is_linear=0
shrinkage=0.00196078


Tree=6813
num_leaves=6
num_cat=0
split_feature=16 2 4 0 2
split_gain=1.0757e-05 4.163e-05 4.1879e-05 3.8104e-05 3.21857e-05
threshold=-0.110495 0.106285 -0.08422499999999998 -0.084304999999999977 0.10705000000000002
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.014089396122334669 -0.022644405366396305 0.010818075127348991 -0.013011683363527133 0.0087807559996154697 -0.0075052002448026921
leaf_weight=0.0016454538324958601 0.0012934097611549508 0.001725185494100146 0.0014988249520214876 0.0017266278616701184 0.001188880335677576
leaf_count=512 606 566 877 1049 300
internal_value=0 -0.00239691 -0.00744206 -0.0013459 0.0050314
internal_weight=0 0.00624405 0.00451886 0.00322545 0.00283433
internal_count=3910 3098 2532 1926 812
is_linear=0
shrinkage=0.1


Tree=6814
num_leaves=8
num_cat=0
split_feature=11 3 3 1 4 15 15
split_gain=3.84911e-05 3.96064e-05 4.53714e-05 3.6115e-05 8.09483e-05 7.6373e-05 6.2495e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.053925000000000008 -0.008624999999999999 -0.11399999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00034019465065496691 -0.0003690322068293729 -0.00036703564546200637 -0.00047766725481738077 0.00049887403863736897 0.00026131587698718754 0.00013722673311324186 -0.00041216963080465449
leaf_weight=0.0013176051958962163 0.0010613328206365456 0.0012682813003913589 0.0013216242860068072 0.0016103696896192631 0.0010323846836718066 0.0018831880426004579 0.0010879618822122964
leaf_count=247 279 1646 460 431 286 411 150
internal_value=0 2.46382e-05 -2.6043e-05 3.63134e-05 0.000167455 -0.000116348 -8.42534e-05
internal_weight=0 0.00952142 0.00820381 0.00693553 0.00373072 0.00320481 0.00212035
internal_count=3910 3631 3384 1738 867 871 436
is_linear=0
shrinkage=0.00196078


Tree=6815
num_leaves=7
num_cat=0
split_feature=11 3 47 16 52 1
split_gain=2.54167e-05 3.15817e-05 3.01353e-05 3.70017e-05 4.34306e-05 3.42551e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 -0.110495 -0.081429999999999989 0.088010000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00032413282189094097 -0.0003001399548118748 0.00033223721886581131 -0.00023118085306755092 0.00024482759189828573 -0.00040298793408567399 2.0620669756030522e-05
leaf_weight=0.0011605234197697338 0.0010492699651408069 0.0013562741520270144 0.001982304976545092 0.0014083583403636784 0.0013550810907059199 0.00160111633838853
leaf_count=222 304 529 438 645 1253 519
internal_value=0 2.25908e-05 -2.28383e-05 4.93538e-05 -3.85515e-05 -0.000173556
internal_weight=0 0.00886366 0.00770313 0.00572083 0.00436456 0.0029562
internal_count=3910 3606 3384 2946 2417 1772
is_linear=0
shrinkage=0.00196078


Tree=6816
num_leaves=7
num_cat=0
split_feature=11 3 3 49 49 16
split_gain=3.33818e-05 3.24361e-05 4.75629e-05 3.10872e-05 4.45027e-05 5.61312e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 0.050115000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0003138249991627368 -0.00034799196131306178 -0.00037528997899857909 -0.00016886981261422579 0.0004826965393845158 -0.00017954457720693008 -9.40038853781042e-06
leaf_weight=0.0012851854383916879 0.0010263983468584868 0.001237348526509514 0.0019213333035025147 0.00180559093699189 0.0013380370006935405 0.0017596971776630598
leaf_count=247 279 1646 373 626 449 290
internal_value=0 2.4529e-05 -2.15885e-05 4.25396e-05 0.000125379 0.000239815
internal_weight=0 0.00934719 0.00806201 0.00682466 0.00490333 0.00356529
internal_count=3910 3631 3384 1738 1365 916
is_linear=0
shrinkage=0.00196078


Tree=6817
num_leaves=7
num_cat=0
split_feature=50 4 12 12 2 1
split_gain=1.16297e-05 2.03125e-05 2.68198e-05 3.11006e-05 4.84028e-05 4.0458e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0089849999999999982 0.098845000000000016 0.086650000000000019 0.089455000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.014657783685328994 -0.01006261795280578 0.01384372796560498 -0.0077258557794481738 -0.012812681572238388 0.021821855289396307 -0.0027971047440115923
leaf_weight=0.00116475278665246 0.0010385646133190618 0.0010948487136040698 0.0017270996885150351 0.0011446417906821604 0.0019385557217475591 0.0010180893187150455
leaf_count=307 715 396 899 414 953 226
internal_value=0 0.00117829 -0.000804613 0.00196382 0.005575 0.0133446
internal_weight=0 0.00808799 0.00699314 0.00582839 0.00468374 0.00295665
internal_count=3910 3195 2799 2492 2078 1179
is_linear=0
shrinkage=0.1


Tree=6818
num_leaves=8
num_cat=0
split_feature=11 3 3 13 49 47 1
split_gain=2.34381e-05 2.6247e-05 3.39596e-05 3.69434e-05 4.73077e-05 3.41506e-05 2.90465e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.094679999999999986 -0.010424999999999999 0.09252500000000001 0.090820000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00030429629431403133 -0.00028379371367176666 -0.00032143443436496365 0.00030277327167941832 -0.00034450169210480775 -1.8859808642591771e-05 -0.00020491555699857797 0.00041355827350944519
leaf_weight=0.0011362455260835328 0.0010496978468270959 0.001177258528022882 0.0015669419239036616 0.0014222397623220987 0.0011233476095661751 0.0011100879812289198 0.0012752100345865716
leaf_count=222 304 1646 281 290 586 197 384
internal_value=0 2.61619e-05 -1.5014e-05 4.05024e-05 -4.28424e-05 7.94361e-05 0.000211038
internal_weight=0 0.00881133 0.00767509 0.00649783 0.00493089 0.00350865 0.00239856
internal_count=3910 3606 3384 1738 1457 1167 970
is_linear=0
shrinkage=0.00196078


Tree=6819
num_leaves=8
num_cat=0
split_feature=376 1 52 1 3 12 16
split_gain=2.72179e-05 3.91161e-05 4.72405e-05 5.71731e-05 8.72462e-05 3.75005e-05 3.13987e-05
threshold=0.048375000000000008 0.12864500000000004 0.10218500000000001 0.11097000000000001 0.096385000000000012 0.086765000000000023 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00043744725401102227 0.00029241675566764092 0.0003182716681848285 -0.00044862867275347821 -0.0003885996852459089 0.00055490641785098014 0.0001470998755442952 -1.0221714194119739e-06
leaf_weight=0.0012518086649227159 0.001046025553852691 0.0010303887383462549 0.0011873697803828293 0.0013409200515538382 0.0011076424126638881 0.0019139167711549427 0.0012837899564235797
leaf_count=439 206 276 662 245 149 1384 549
internal_value=0 -4.15281e-05 -8.73801e-05 -2.51982e-05 6.24892e-05 -6.00909e-05 -0.000216482
internal_weight=0 0.00911584 0.00808545 0.00689808 0.00555716 0.00444952 0.0025356
internal_count=3910 3704 3428 2766 2521 2372 988
is_linear=0
shrinkage=0.00196078


Tree=6820
num_leaves=7
num_cat=0
split_feature=3 47 4 4 13 4
split_gain=1.11793e-05 2.70506e-05 3.37051e-05 2.78985e-05 3.9073e-05 4.76862e-05
threshold=0.13772500000000001 0.10887000000000001 0.24280000000000004 -1.0000000180025095e-35 -0.076679999999999984 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.014201943645460883 0.0084462320196028971 -0.016773319103401275 0.014984545780483999 -0.012804460472449378 -0.0058554663315911679 0.021210571815854534
leaf_weight=0.0010282002565997705 0.0013112629705491546 0.0010135394128566351 0.0013350327807907254 0.0018317571000638672 0.001202255830968086 0.0014195257262468463
leaf_count=965 239 202 396 630 609 869
internal_value=0 -0.0015304 0.00073597 -0.00273415 0.00231967 0.00879905
internal_weight=0 0.00783031 0.00681677 0.00548174 0.00364998 0.00262178
internal_count=3910 3671 3469 3073 2443 1478
is_linear=0
shrinkage=0.1


Tree=6821
num_leaves=7
num_cat=0
split_feature=11 13 39 52 0 3
split_gain=2.44317e-05 2.90905e-05 4.45996e-05 3.79371e-05 4.38647e-05 8.17745e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.081429999999999989 -0.15291499999999997 -0.084014999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00023841329285668891 -0.00028917293684228629 0.000159264891653613 0.00033177680339619477 5.8351984463082788e-05 4.0913392686302618e-06 -0.00068550629136118009
leaf_weight=0.0019511755308666626 0.0010513017938745045 0.0015759758378562222 0.0010881176396402908 0.0016102914047786232 0.0012801346024534682 0.0013672476011198616
leaf_count=389 304 636 387 161 827 1206
internal_value=0 2.69516e-05 -3.26572e-05 -0.000100633 -0.000196834 -0.000352053
internal_weight=0 0.00887294 0.00692177 0.00583365 0.00425767 0.00264738
internal_count=3910 3606 3217 2830 2194 2033
is_linear=0
shrinkage=0.00196078


Tree=6822
num_leaves=7
num_cat=0
split_feature=15 13 0 15 4 1
split_gain=1.31623e-05 2.13439e-05 3.05045e-05 4.30353e-05 2.77668e-05 1.37346e-05
threshold=-0.11739999999999999 0.083175000000000013 -0.082994999999999985 -0.0063699999999999989 -0.14301 0.093575000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.0082013868478280627 -0.012878218753691854 0.012932170452941564 -0.00045522527324174078 0.01749576691379991 -0.021714074290479585 0.0036324956168014115
leaf_weight=0.0016423581799441481 0.0010030279631354278 0.0013768762693761325 0.0014853165500832315 0.0015705652784907304 0.0010478137891476473 0.0010123427479413615
leaf_count=614 608 362 252 667 1216 191
internal_value=0 0.00168303 -0.000848185 0.00508608 -0.00924882 -0.00458471
internal_weight=0 0.00749594 0.00611907 0.00358594 0.00253313 0.00201537
internal_count=3910 3296 2934 1466 1468 799
is_linear=0
shrinkage=0.1


Tree=6823
num_leaves=8
num_cat=0
split_feature=51 160 42 16 0 47 4
split_gain=1.11456e-05 3.10591e-05 3.12323e-05 3.18513e-05 4.83158e-05 4.1255e-05 5.32296e-05
threshold=-0.09021499999999999 -0.079684999999999992 -1.0000000180025095e-35 0.058875000000000004 -0.084304999999999977 0.089345000000000022 0.015635000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.0084202821257705323 -0.017006053115900192 -0.015204481343111705 -0.0060225185712387743 -0.0093264040047126174 0.027109430619765569 -0.013211725331254752 0.025427393640821201
leaf_weight=0.0013183211219238346 0.0011108938527042258 0.0010048304522210045 0.0010333424599609784 0.0013763416299792516 0.0010244057096197657 0.0011329145899179522 0.0011230438087047095
leaf_count=515 716 815 472 324 662 137 269
internal_value=0 -0.00152068 0.00104883 0.00391908 0.00814521 0.00223908 0.0103566
internal_weight=0 0.00780577 0.00669488 0.00569005 0.00431371 0.0032893 0.00215639
internal_count=3910 3395 2679 1864 1540 878 741
is_linear=0
shrinkage=0.1


Tree=6824
num_leaves=8
num_cat=0
split_feature=376 1 15 52 2 15 4
split_gain=2.6656e-05 3.5311e-05 4.21961e-05 3.48779e-05 5.03305e-05 5.77997e-05 3.75092e-05
threshold=0.048375000000000008 0.12864500000000004 -0.11739999999999999 -0.092854999999999979 0.094400000000000026 0.084050000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00039047106722276802 0.00028639042535006916 0.00029839958288043156 -0.00032077689473300372 0.00056597450395671101 -0.00021324924481275399 -0.00018731646902683631 8.3820240239920128e-05
leaf_weight=0.00143867874394326 0.0010564961880210723 0.0010373490288560798 0.0012193342211730251 0.0013658631715390722 0.0018972353553435191 0.0011298382102268092 0.0011364944860064877
leaf_count=367 206 276 635 499 614 1005 308
internal_value=0 -4.24149e-05 -8.55961e-05 -2.06039e-05 4.55894e-05 0.000180791 0.000346995
internal_weight=0 0.00922479 0.00818744 0.00674877 0.00552943 0.0036322 0.00250236
internal_count=3910 3704 3428 3061 2426 1812 807
is_linear=0
shrinkage=0.00196078


Tree=6825
num_leaves=7
num_cat=0
split_feature=0 43 15 4 1 12
split_gain=1.1274e-05 3.147e-05 3.41481e-05 5.21035e-05 3.21664e-05 2.1116e-05
threshold=-0.017269999999999997 -0.079374999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.10498500000000001 0.091475000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=-0.013318412694948026 0.01678247314733386 0.023545527075295364 -0.01315290063075706 -0.01475785455716172 0.0070316629732080612 -0.0036748441209934072
leaf_weight=0.0018145620432185499 0.0010052495401786158 0.0012214347127640309 0.0011675334601874551 0.0010790464196258147 0.0018205670964966739 0.0010130286562335417
leaf_count=1184 280 348 1132 452 348 166
internal_value=0 -0.00195505 0.00194382 0.00622088 -0.00107697 0.00651439
internal_weight=0 0.00710314 0.00528858 0.00412105 0.00289961 0.00201828
internal_count=3910 3464 2280 1148 800 446
is_linear=0
shrinkage=0.1


Tree=6826
num_leaves=6
num_cat=0
split_feature=160 42 49 0 42
split_gain=1.07966e-05 2.41947e-05 2.35354e-05 4.80032e-05 4.43311e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 -0.10462499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0065677899945248185 -0.010550233729518049 0.015135144447906899 -0.012486426927145078 0.022082639484600521 -0.0040895893794664281
leaf_weight=0.0019976006973949391 0.0013048393663373905 0.0015358687280152879 0.0016762149578754717 0.0013182236360956743 0.0012713569830249995
leaf_count=1218 882 317 285 276 932
internal_value=0 0.0017533 0.00452046 0.000698719 0.00923336
internal_weight=0 0.0071065 0.00580166 0.0042658 0.00258958
internal_count=3910 2692 1810 1493 1208
is_linear=0
shrinkage=0.1


Tree=6827
num_leaves=8
num_cat=0
split_feature=11 49 47 49 3 16 457
split_gain=3.17636e-05 2.8155e-05 4.7508e-05 4.2011e-05 4.88579e-05 5.0277e-05 2.67941e-05
threshold=0.077330000000000024 -0.006494999999999999 0.10436500000000001 1.0000000180025095e-35 -0.078884999999999997 0.050115000000000007 0.084715000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00032340224057399137 -0.00033462816307296801 -0.00018800519157177864 0.00042316166283756763 -0.00033207603101433899 0.0004778444882031146 -5.5110281772370443e-05 8.0214138836749661e-05
leaf_weight=0.0014270437241295426 0.0010177381096387649 0.0014720676055890117 0.0013675090490786607 0.0010788564993633306 0.0016163687966768013 0.0011754058981666708 0.0011355379693771535
leaf_count=513 279 1148 234 717 589 232 198
internal_value=0 3.02856e-05 9.70543e-05 1.35844e-05 0.000101045 0.000253457 -0.000144551
internal_weight=0 0.00927279 0.00671021 0.0053427 0.00426384 0.00279177 0.00256258
internal_count=3910 3631 2920 2686 1969 821 711
is_linear=0
shrinkage=0.00196078


Tree=6828
num_leaves=7
num_cat=0
split_feature=47 43 16 48 15 15
split_gain=1.09172e-05 2.44409e-05 5.36397e-05 3.943e-05 3.6987e-05 5.73026e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15737500000000001 0.086935000000000012 0.079360000000000014 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.012848721777862211 0.0076522328994551945 -0.00022083325109937754 -0.023371313765411739 -0.014594760177382841 -0.010808786207984516 0.028001040930566126
leaf_weight=0.0010117183704567044 0.0015248872809179781 0.0018312335794613385 0.001159076884483236 0.0013338568637899601 0.0010652583363793544 0.0011850232603865508
leaf_count=251 290 1032 470 380 1265 222
internal_value=0 -0.00162056 -0.00384719 0.000331652 0.00520967 0.0108669
internal_weight=0 0.00758617 0.00657445 0.00541537 0.00408152 0.00301626
internal_count=3910 3620 3369 2899 2519 1254
is_linear=0
shrinkage=0.1


Tree=6829
num_leaves=8
num_cat=0
split_feature=13 48 0 2 3 42 16
split_gain=1.06508e-05 2.71572e-05 4.12539e-05 2.97045e-05 2.18862e-05 5.3608e-05 1.72241e-05
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.090050000000000005 -0.074234999999999982 0.084745000000000015 0.0054700000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=0.0087698546932295021 0.016494000744603214 -0.016773599293017541 -0.0059760923197415784 -0.020027559064279079 -0.0078868875039445323 0.025896672569493892 -0.0025465568984569102
leaf_weight=0.0011872673305944976 0.0013540920628979242 0.0010018344050682576 0.0011109103147367355 0.0011965301826431392 0.0011684573929657653 0.0010051880117569675 0.0010656160281720486
leaf_count=210 181 187 872 782 391 759 528
internal_value=0 -0.00138822 0.00084538 -0.00297485 0.00309833 0.00916409 -0.0117929
internal_weight=0 0.00790263 0.00690079 0.0055467 0.00328456 0.0021161 0.00226215
internal_count=3910 3700 3513 3332 2022 1631 1310
is_linear=0
shrinkage=0.1


Tree=6830
num_leaves=7
num_cat=0
split_feature=11 2 52 52 1 0
split_gain=2.56098e-05 2.66236e-05 6.61417e-05 6.49599e-05 4.36854e-05 3.5175e-05
threshold=1.0000000180025095e-35 0.096540000000000015 -0.077699999999999977 0.10433000000000002 1.0000000180025095e-35 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00035674853136691699 -0.00029544441464913573 0.00057882637725620496 -0.00021356707702845318 0.00036478632352744065 0.00027432254419408738 -0.0001257400286091041
leaf_weight=0.0014589807323971901 0.0010661719910727086 0.001005749824020455 0.0020013579606944741 0.0011909704877170759 0.0014947863432238748 0.0019436626448081358
leaf_count=1433 304 337 496 283 163 894
internal_value=0 2.57653e-05 0.000140345 2.20077e-06 -7.24527e-05 4.81779e-05
internal_weight=0 0.00909551 0.00419808 0.00319233 0.00489743 0.00343845
internal_count=3910 3606 1116 779 2490 1057
is_linear=0
shrinkage=0.00196078


Tree=6831
num_leaves=7
num_cat=0
split_feature=11 42 0 13 0 49
split_gain=2.77931e-05 3.20312e-05 4.21376e-05 5.59321e-05 7.52396e-05 4.72411e-05
threshold=0.077330000000000024 0.086325000000000013 -0.017269999999999997 -0.083514999999999992 -0.10131499999999999 -0.010424999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00037381237175868146 -0.00031804734004156398 -0.00020749415128171089 0.0003506828284729768 -0.00022454496775049096 -0.00048022193205522127 0.00025851703246123747
leaf_weight=0.0012076277304071672 0.0010453195579603449 0.0019145627577192232 0.0016757430320084119 0.0013022389880928318 0.0013973794615539069 0.0019347460608107746
leaf_count=572 279 1399 232 144 1036 248
internal_value=0 1.89266e-05 7.65898e-05 -2.03227e-06 -9.99703e-05 6.41812e-05
internal_weight=0 0.0094323 0.00751774 0.00584199 0.00463436 0.00323699
internal_count=3910 3631 2232 2000 1428 392
is_linear=0
shrinkage=0.00196078


Tree=6832
num_leaves=6
num_cat=0
split_feature=160 4 4 3 2
split_gain=1.05871e-05 2.11052e-05 3.24973e-05 1.79998e-05 1.32588e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 -0.078884999999999997 0.086915000000000006
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0064992334769170121 -0.0025811062935862973 0.012239508098716363 -0.018831619126916138 0.012206954559263343 -0.0035295096922020232
leaf_weight=0.0020005427155283242 0.0015513521951935542 0.0015073933876989867 0.0010051523621188152 0.0017533384303598685 0.0012967524486345355
leaf_count=1218 1223 396 184 552 337
internal_value=0 0.00173502 -0.00108922 0.00526486 -0.0102113
internal_weight=0 0.00711399 0.0056066 0.00330469 0.0023019
internal_count=3910 2692 2296 1775 521
is_linear=0
shrinkage=0.1


Tree=6833
num_leaves=7
num_cat=0
split_feature=1 42 15 3 0 15
split_gain=1.11903e-05 2.57478e-05 2.61988e-05 6.51023e-05 2.89754e-05 4.31407e-05
threshold=0.12730000000000002 0.088915000000000008 0.079360000000000014 -0.10315499999999998 -0.10131499999999999 -0.092459999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.025055924595423947 0.0090921176372766258 -0.013780694907570577 -0.012404307431944116 -0.0051520027517518493 -0.012901583998827277 0.020819395461483092
leaf_weight=0.0011669852199490613 0.0011638816983682429 0.0013878474965305981 0.001162294484852223 0.0017287488019459146 0.0014805462795446328 0.0010151586269601964
leaf_count=285 345 1025 889 252 942 172
internal_value=0 -0.00140728 0.00121297 0.00414861 -0.00162694 0.00445659
internal_weight=0 0.00794158 0.00655373 0.00539144 0.00422445 0.00274391
internal_count=3910 3565 2540 1651 1366 424
is_linear=0
shrinkage=0.1


Tree=6834
num_leaves=7
num_cat=0
split_feature=157 2 1 52 12 52
split_gain=1.03622e-05 2.57752e-05 5.62362e-05 3.36691e-05 3.92284e-05 8.67423e-05
threshold=-1.0000000180025095e-35 0.086650000000000019 0.095575000000000007 -0.082174999999999984 0.093375000000000014 0.091210000000000013
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0090454554469029721 -0.022235149866719237 0.021776139613192438 0.0057560003440859523 -0.0060004554382750716 -0.015641084009762378 0.029105052829099577
leaf_weight=0.0011241000351160059 0.0012563821069389068 0.001019968701971798 0.0016741929572943078 0.0018779456711632346 0.0010080409244508405 0.0011257968029523536
leaf_count=703 986 414 438 575 466 328
internal_value=0 0.00121105 -0.00624423 0.00555313 0.00142854 0.00715702
internal_weight=0 0.00796233 0.00293058 0.00503175 0.00401178 0.00300374
internal_count=3910 3207 1424 1783 1369 903
is_linear=0
shrinkage=0.1


Tree=6835
num_leaves=9
num_cat=0
split_feature=11 43 2 52 12 3 3 52
split_gain=2.2294e-05 2.55839e-05 4.97312e-05 3.34403e-05 4.50074e-05 8.0458e-05 3.86547e-05 8.26206e-06
threshold=1.0000000180025095e-35 -0.062599999999999989 0.093815000000000009 -0.0041199999999999995 0.086935000000000012 0.090325000000000003 0.097615000000000021 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 -5 -3 -1
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=0.00011809530128025328 -0.00027499882429544498 -0.00051641039939131919 0.00052412024999261243 0.00058451392084774381 -0.00025560925716976201 -0.00011516994341817841 1.4777938823104487e-05 -0.0001328251523990681
leaf_weight=0.0010143449412376791 0.0010592635463075222 0.0010402686730791835 0.0010222580843366894 0.0011755964871517149 0.0011750024240136663 0.0013661552599949153 0.0010668748894831354 0.0010037784290586138
leaf_count=448 304 380 516 387 792 225 163 695
internal_value=0 2.59784e-05 0.000171771 -5.01328e-05 6.17396e-05 0.000208444 -0.000247463 -6.70804e-06
internal_weight=0 0.00886428 0.00304038 0.0058239 0.00371675 0.00254175 0.00210714 0.00201812
internal_count=3910 3606 1659 1947 1404 612 543 1143
is_linear=0
shrinkage=0.00196078


Tree=6836
num_leaves=8
num_cat=0
split_feature=376 12 50 4 47 43 52
split_gain=3.28462e-05 4.84435e-05 5.55611e-05 5.99978e-05 7.20411e-05 7.64424e-05 0.000107756
threshold=0.048375000000000008 -1.0000000180025095e-35 0.078570000000000015 -0.23071499999999998 0.09252500000000001 -0.00084499999999999994 -0.0041199999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.00045744867185657558 0.00030922877991646007 -0.00035126229632696549 -0.00041692791191059547 -0.00012119265717779467 -0.00030311727670743284 3.2986532639147881e-05 0.00073194787749761758
leaf_weight=0.0010048675653473857 0.0010880742903531431 0.0011481617555618292 0.0010787642336380189 0.0015472988895910778 0.0011576119535937719 0.0015958524880398256 0.0018095400739365896
leaf_count=361 206 219 693 1433 256 237 505
internal_value=0 -5.07414e-05 -1.72187e-06 5.99867e-05 0.000137263 0.000240195 0.000404397
internal_weight=0 0.0093421 0.00833723 0.00725847 0.0061103 0.00495269 0.00340539
internal_count=3910 3704 3343 2650 2431 2175 742
is_linear=0
shrinkage=0.00196078


Tree=6837
num_leaves=7
num_cat=0
split_feature=52 13 1 2 48 3
split_gain=1.41187e-05 4.2532e-05 3.76035e-05 3.4325e-05 4.05112e-05 4.19081e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.099015000000000006 0.084500000000000006 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.020375733736914745 -0.010127525674194008 -0.0078160175382756131 -0.013942904969795509 0.015812261716141762 -0.019287359364412296 0.017593238513089415
leaf_weight=0.0010345746371839557 0.001209376433437573 0.001358547355088455 0.0017673405233895384 0.001480130131906128 0.0010082621242093431 0.0012430001420354214
leaf_count=169 647 1509 413 572 337 263
internal_value=0 0.00147568 -0.00137582 0.00298775 -0.00227069 0.00432434
internal_weight=0 0.00789185 0.00685728 0.00508994 0.00360981 0.00260155
internal_count=3910 3263 3094 2681 2109 1772
is_linear=0
shrinkage=0.1


Tree=6838
num_leaves=8
num_cat=0
split_feature=11 49 42 2 12 52 52
split_gain=3.12725e-05 2.07503e-05 3.82588e-05 6.22661e-05 6.28002e-05 3.29831e-05 2.16909e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 -0.082904999999999993 0.091525000000000009 0.084100000000000022 0.10062000000000001 -0.048794999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -5 -1
right_child=-2 2 3 5 -6 -7 -8
leaf_value=3.688648400211398e-05 -0.00032674241396454633 0.00040818613700605776 0.00010592426434885593 0.00038830795966478878 -0.00054284660929978135 -2.6746598722637154e-05 -0.00033369254935848423
leaf_weight=0.0013982310377367859 0.0010655260988484691 0.0011690907060238767 0.0011194519679203322 0.0016501306707822404 0.0011765182399361238 0.0013289245299795297 0.0010734812083114298
leaf_count=350 304 483 346 638 1122 311 356
internal_value=0 2.86785e-05 8.72625e-05 1.6137e-05 -0.000226524 0.000203157 -0.000124058
internal_weight=0 0.00891583 0.00644412 0.00527503 0.00229597 0.00297906 0.00247171
internal_count=3910 3606 2900 2417 1468 949 706
is_linear=0
shrinkage=0.00196078


Tree=6839
num_leaves=8
num_cat=0
split_feature=16 0 13 49 52 43 0
split_gain=1.2425e-05 3.45292e-05 7.43591e-05 3.40604e-05 2.88278e-05 4.83032e-05 1.73898e-05
threshold=-0.055679999999999993 -0.11756999999999999 -0.0071449999999999994 -0.0090499999999999973 -0.048794999999999991 -0.044024999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0086543971709551904 0.017500665519006819 -0.0068595853941026937 0.028779991660682114 -0.015940237039661954 -0.021526901591045589 -0.010862925135610799 -0.003126351118622442
leaf_weight=0.0010004895166950529 0.0012252483863032797 0.001102288269312421 0.0012484941496332393 0.0012879290647018131 0.0010504813635216423 0.0011773784375729316 0.0010049605913424581
leaf_count=151 616 1151 489 273 719 413 98
internal_value=0 0.00355646 0.0120685 -0.00518754 -0.00383632 0.00360143 -0.0125304
internal_weight=0 0.0046392 0.00235078 0.00228842 0.00445807 0.00240263 0.00205544
internal_count=3910 2064 1640 424 1846 1029 817
is_linear=0
shrinkage=0.1


Tree=6840
num_leaves=7
num_cat=0
split_feature=16 0 2 160 16 2
split_gain=1.07088e-05 3.01418e-05 3.90051e-05 2.97109e-05 3.47398e-05 2.35831e-05
threshold=-0.067969999999999989 -0.084304999999999977 0.089910000000000004 -0.026849999999999995 0.25185000000000007 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -4
right_child=3 -3 5 4 -6 -7
leaf_value=-0.017416792247174653 0.009231503248619195 0.016660348823613429 0.017183265954825024 -0.017561538977256232 0.0028926499117187714 -0.0041167332417750037
leaf_weight=0.0010527883753680993 0.0013367453181696545 0.0012451470333013593 0.0010083685238460073 0.0018531729040947016 0.0015044577967203597 0.0010728521374494772
leaf_count=621 749 815 291 791 442 201
internal_value=0 0.00349812 -0.00173126 -0.00337692 -0.0083966 0.00620329
internal_weight=0 0.00437916 0.00313401 0.00469438 0.00335763 0.00208122
internal_count=3910 1928 1113 1982 1233 492
is_linear=0
shrinkage=0.1


Tree=6841
num_leaves=8
num_cat=0
split_feature=52 13 2 48 42 3 0
split_gain=1.07831e-05 4.22841e-05 3.54472e-05 6.34278e-05 3.05401e-05 4.51991e-05 2.1888e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11230000000000001 0.083775000000000002 -0.082904999999999993 -0.075679999999999983 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0032783760996086563 -0.0088715378143620193 0.0075102078201499806 -0.019495018094259596 0.018724694088299954 -0.027592817835643837 0.00034263241354989333 0.023936854604688154
leaf_weight=0.0010228312822958296 0.0012025626092643177 0.0010361290894352402 0.0010708760946963776 0.0013769577394522666 0.0011194651349388247 0.0012000838561032161 0.0010286776663677379
leaf_count=223 647 414 382 404 1260 397 183
internal_value=0 0.00129681 -0.0030654 0.000652205 -0.0067636 -0.0131396 0.0136371
internal_weight=0 0.00785502 0.00580351 0.00473264 0.00335568 0.00231955 0.00205151
internal_count=3910 3263 2857 2475 2071 1657 406
is_linear=0
shrinkage=0.1


Tree=6842
num_leaves=6
num_cat=0
split_feature=1 2 13 0 0
split_gain=1.21963e-05 2.8972e-05 1.62211e-05 3.51487e-05 3.09897e-05
threshold=0.10786000000000001 0.114165 -0.032264999999999995 -0.083564999999999987 -0.082994999999999985
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.0023983638702028956 -0.0030269529181089234 0.01680456946481004 -0.0073444461328848899 0.012732298262408143 -0.020027543975594697
leaf_weight=0.0012240088878226977 0.0017966996294785215 0.0012485863842622027 0.0019390611465308889 0.0015846337670813819 0.0012408847057330998
leaf_count=998 363 389 624 796 740
internal_value=0 0.0051041 -0.00266867 0.00168423 -0.00889136
internal_weight=0 0.00304529 0.00598859 0.00352369 0.00246489
internal_count=3910 752 3158 1420 1738
is_linear=0
shrinkage=0.1


Tree=6843
num_leaves=7
num_cat=0
split_feature=11 49 47 43 16 3
split_gain=2.45521e-05 2.23202e-05 3.35452e-05 3.65884e-05 3.64372e-05 2.23594e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 0.10436500000000001 -0.077544999999999989 -0.057604999999999996 0.086245000000000016
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=7.6804530618235296e-05 -0.00029130358951617554 0.00027680451953062562 0.00036623225251065971 -0.00030061635392796882 9.5071823945641016e-05 -0.00029935868362577882
leaf_weight=0.0010952538849077714 0.0010428414653781649 0.0014620558940049368 0.0013211125287769616 0.0016901122648773012 0.0019012726789786158 0.001364291137625895
leaf_count=519 304 856 234 1119 691 187
internal_value=0 2.68197e-05 8.80406e-05 1.53135e-05 -9.11397e-05 -0.00013185
internal_weight=0 0.0088341 0.00637455 0.00505344 0.00359138 0.00245955
internal_count=3910 3606 2900 2666 1810 706
is_linear=0
shrinkage=0.00196078


Tree=6844
num_leaves=7
num_cat=0
split_feature=11 43 15 13 52 2
split_gain=2.53898e-05 2.52974e-05 4.42452e-05 3.42922e-05 4.48399e-05 3.40141e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.09547499999999999 1.0000000180025095e-35 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00048836444726652419 -0.0002950187729106615 0.0001769718962260797 -4.4098513589685778e-06 -0.00054741627561892678 0.00018780864626618122 -0.00011057800102711662
leaf_weight=0.0010941219543199659 0.0010463670243726674 0.0018009591892162932 0.0019473991912374936 0.0011041821534589998 0.0011039200860281173 0.0018064331636489599
leaf_count=792 304 336 867 507 710 394
internal_value=0 2.79539e-05 0.000172855 -4.78298e-05 -0.000148678 -0.000276299
internal_weight=0 0.00885702 0.00304152 0.00581549 0.00401454 0.00291062
internal_count=3910 3606 1659 1947 1611 901
is_linear=0
shrinkage=0.00196078


Tree=6845
num_leaves=7
num_cat=0
split_feature=50 4 49 15 3 15
split_gain=1.03754e-05 2.22682e-05 2.37695e-05 3.69682e-05 4.90797e-05 2.84501e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0019649999999999997 -0.038029999999999987 -0.069909999999999986 -0.033649999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0015235869682567169 -0.0095336984913162604 0.014406545278247107 -0.0098882415723951528 -0.0049716032457294357 0.01996512943379548 -0.021107897811482198
leaf_weight=0.0011446403413871292 0.0010239614334620001 0.001095136579637535 0.0014979983419686161 0.0013952729736887866 0.0018172071072408134 0.0010791516269873843
leaf_count=303 715 396 741 1190 284 281
internal_value=0 0.001155 -0.000937835 0.00308492 0.00913439 -0.00945892
internal_weight=0 0.00802941 0.00693427 0.00471048 0.00321248 0.00222379
internal_count=3910 3195 2799 2215 1474 584
is_linear=0
shrinkage=0.1


Tree=6846
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 48
split_gain=2.3849e-05 3.08903e-05 2.282e-05 4.95381e-05 8.22377e-05 4.53772e-05
threshold=0.076710000000000014 -0.070894999999999986 -1.0000000180025095e-35 0.09252500000000001 -0.0082299999999999995 0.084500000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.00038907219401625496 0.0003047327702496464 5.5982362750845123e-06 -0.00027578278466433348 -0.00031080703197098762 0.00050163040529324155 -8.4661140568625416e-06
leaf_weight=0.0012423831236392149 0.0011893188725700284 0.001973744735508323 0.0014034190959591633 0.0014212863341380288 0.0017373684328602884 0.0010918659299296082
leaf_count=1642 450 366 762 263 324 103
internal_value=0 -0.000146862 5.78544e-05 5.92301e-06 0.000112278 0.000304773
internal_weight=0 0.00321613 0.00684326 0.00565394 0.00423265 0.00282923
internal_count=3910 2008 1902 1452 1189 427
is_linear=0
shrinkage=0.00196078


Tree=6847
num_leaves=8
num_cat=0
split_feature=11 3 49 2 15 52 15
split_gain=2.36513e-05 4.08809e-05 3.44772e-05 4.19135e-05 3.67916e-05 5.49693e-05 4.78455e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.006494999999999999 0.092865000000000017 -0.017214999999999998 0.084240000000000023 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.0003503118711665675 -0.00029153260036408868 2.6931044113443154e-05 9.7184683893004249e-05 -0.00050762634190590589 0.00044682790906529587 -0.00011025181915070184 -0.00041547651976122111
leaf_weight=0.0012745669982990098 0.0010120078570903914 0.0011591755657618162 0.0018227716191285602 0.0010981922231143302 0.0016288678490365164 0.0011702575868671856 0.0011361732096868253
leaf_count=247 279 392 537 264 707 741 743
internal_value=0 2.41265e-05 -2.77416e-05 -0.000233127 5.27768e-05 0.000213924 -9.96665e-05
internal_weight=0 0.00929001 0.00801544 0.00225737 0.00575807 0.00279913 0.00295894
internal_count=3910 3631 3384 656 2728 1448 1280
is_linear=0
shrinkage=0.00196078


Tree=6848
num_leaves=8
num_cat=0
split_feature=4 52 0 47 150 15 15
split_gain=2.40248e-05 3.58772e-05 9.13085e-05 7.36186e-05 4.44486e-05 3.0467e-05 5.06218e-05
threshold=-0.48072499999999996 0.10898500000000001 -0.017269999999999997 0.09252500000000001 0.086420000000000011 -0.0063699999999999989 0.085285000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.00029750037945353676 9.1815249603665696e-06 -0.00027616691647648384 0.00062240934375604683 -0.00038191649624630289 -0.00023110808145186017 0.00064433258645206547 6.3680149594948652e-05
leaf_weight=0.0010014705550825927 0.0018429938915397108 0.0013274029811623225 0.0010114664943900245 0.0015682360907533109 0.0012008432285805417 0.001128071874731789 0.0011821982208409319
leaf_count=208 959 680 197 304 333 375 854
internal_value=0 2.21957e-05 7.21146e-05 -8.29232e-06 0.000101143 0.000197208 0.000347204
internal_weight=0 0.00926121 0.00793381 0.00692234 0.00535411 0.00415326 0.00231027
internal_count=3910 3702 3022 2825 2521 2188 1229
is_linear=0
shrinkage=0.00196078


Tree=6849
num_leaves=7
num_cat=0
split_feature=1 4 0 52 16 15
split_gain=1.08508e-05 2.64202e-05 1.80409e-05 4.2573e-05 8.78234e-05 3.47176e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.10575999999999998 -0.0066199999999999991 -0.43346499999999993 -0.03231499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4
right_child=2 -3 5 4 -6 -7
leaf_value=0.0029045325143942399 -0.0061082295216011604 -0.016360130149938857 0.0078938136029147923 -0.004678268318038116 0.036919361293317417 -0.014791660431060151
leaf_weight=0.0017193978365963982 0.0014321879966881987 0.0012149061361405224 0.0013076962222624729 0.0010013123572299386 0.0010292442781203496 0.0013934725706047507
leaf_count=454 236 1554 582 192 144 748
internal_value=0 -0.00507172 0.00231629 0.00709452 0.0164067 -0.00380912
internal_weight=0 0.0029343 0.00616391 0.00346274 0.00203056 0.00270117
internal_count=3910 2008 1902 572 336 1330
is_linear=0
shrinkage=0.1


Tree=6850
num_leaves=8
num_cat=0
split_feature=52 13 1 1 4 16 0
split_gain=1.25928e-05 3.33426e-05 3.07077e-05 3.8349e-05 2.49543e-05 6.65498e-05 2.10779e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11593500000000001 0.10339500000000001 -0.083329999999999987 -0.057604999999999996 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0022057851198161002 -0.0095767714935125862 0.0058728139112942529 -0.018088717079165501 0.016852605812113439 -0.02939460351109241 0.0058018435497254319 0.022454062167620956
leaf_weight=0.0010267519511241367 0.0012052208041227535 0.0014805206858805684 0.0010348476828172682 0.0011469097295595575 0.001027493637972153 0.0011258654354530146 0.001029664451235012
leaf_count=223 647 609 298 260 859 831 183
internal_value=0 0.00139969 -0.00247032 0.000910429 -0.00412117 -0.0109924 0.0123443
internal_weight=0 0.00787205 0.00581564 0.00478079 0.00363388 0.00215336 0.00205642
internal_count=3910 3263 2857 2559 2299 1690 406
is_linear=0
shrinkage=0.1


Tree=6851
num_leaves=7
num_cat=0
split_feature=4 0 3 47 16 0
split_gain=1.25028e-05 2.9296e-05 4.65346e-05 2.72345e-05 3.2141e-05 4.65596e-05
threshold=-0.23071499999999998 -0.060094999999999989 -0.089974999999999986 0.087850000000000025 -0.078844999999999985 -0.13506999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.0078177529872640386 -0.019931734864183002 0.015760591663239426 0.00049253783673067209 -0.010764260599442165 -0.0026235056875034278 0.030617767256245598
leaf_weight=0.0016872929221839385 0.0010815712801769311 0.0012374182285120779 0.0010295403306467559 0.0011285640242696977 0.0018686390070222301 0.0010226280454017707
leaf_count=307 585 408 216 307 1271 816
internal_value=0 0.00172521 -0.00110757 0.00292455 0.00686473 0.0155044
internal_weight=0 0.00736836 0.00613094 0.00504937 0.00392081 0.00205217
internal_count=3910 3603 3195 2610 2303 1032
is_linear=0
shrinkage=0.1


Tree=6852
num_leaves=8
num_cat=0
split_feature=11 43 15 4 160 2 2
split_gain=1.79226e-05 2.11666e-05 4.25147e-05 2.19825e-05 3.15476e-05 4.09427e-05 3.545e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.34687499999999999 -0.026849999999999995 0.089910000000000004 0.10705000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7
right_child=-2 3 -4 4 5 6 -8
leaf_value=0.00047152301221759944 -0.00024848154978127383 -0.00030422112294081267 -1.6427691927064446e-05 0.00031019821043236752 -0.00034647138312341147 0.00035441595397620095 -0.00013993859166981312
leaf_weight=0.0010720983615436208 0.0010286442638973515 0.0010295275882454139 0.001908785093687444 0.0010568767426745156 0.0013403424918127199 0.0010292589711522124 0.0012172639558508075
leaf_count=792 304 143 867 346 842 311 305
internal_value=0 2.52887e-05 0.000159068 -4.50022e-05 1.24672e-05 -7.52598e-05 8.65531e-05
internal_weight=0 0.00865415 0.00298088 0.00567327 0.00464374 0.00358687 0.00224652
internal_count=3910 3606 1659 1947 1804 1458 616
is_linear=0
shrinkage=0.00196078


Tree=6853
num_leaves=6
num_cat=0
split_feature=1 0 15 151 2
split_gain=1.25237e-05 2.36821e-05 1.82581e-05 3.34747e-05 6.25243e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.016883655567175707 -0.010069802092465541 0.0016526546532939466 -0.0083153869970403645 -0.0038102273121708927 0.021919845089231449
leaf_weight=0.0011166533974603034 0.0011024652495899481 0.0018007254572205774 0.001241027815826066 0.0017947573584578724 0.0019933473232516034
leaf_count=1642 318 366 571 488 525
internal_value=0 -0.00544229 0.00251716 0.00526602 0.00972925
internal_weight=0 0.00291738 0.0061316 0.00489057 0.0037881
internal_count=3910 2008 1902 1331 1013
is_linear=0
shrinkage=0.1


Tree=6854
num_leaves=7
num_cat=0
split_feature=43 4 48 13 2 13
split_gain=1.25853e-05 3.56351e-05 2.58242e-05 4.32577e-05 4.01648e-05 2.52916e-05
threshold=-0.062599999999999989 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 0.086245000000000002 -0.003375
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.013044531779295463 -0.019828398040984005 -0.01095686334149181 -0.010483234842048356 0.027945175351970847 0.0014802896672876176 -0.0049054294558545063
leaf_weight=0.0017571547063496913 0.0010149986566232458 0.0010866217866653135 0.0014335125671639938 0.0010302779519050318 0.0012933621643947159 0.001418753352971792
leaf_count=1279 227 1149 310 193 269 483
internal_value=0 -0.00279133 0.000778738 0.00551274 0.0132145 0.00502586
internal_weight=0 0.00585877 0.00484377 0.00341026 0.00232364 0.00317591
internal_count=3910 2148 1921 1611 462 1762
is_linear=0
shrinkage=0.1


Tree=6855
num_leaves=8
num_cat=0
split_feature=52 13 2 48 43 12 0
split_gain=1.19953e-05 3.50658e-05 3.14559e-05 6.21164e-05 3.24239e-05 4.15852e-05 1.7188e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11230000000000001 0.083775000000000002 -0.17307499999999998 0.084100000000000022 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0034558777192414585 -0.0093566096936239882 0.0078825778462917554 -0.018100374658336211 0.018779604261574864 -0.00013505187065920309 -0.027281485558773785 0.021779911493291903
leaf_weight=0.0010221768438616139 0.0011979337659226473 0.0010680954946062395 0.0010670958266887172 0.001376932095630631 0.0011670511876415615 0.0010926152875843878 0.0010254207983869572
leaf_count=223 647 154 382 404 459 1458 183
internal_value=0 0.00138925 -0.00259937 0.00091649 -0.00647475 -0.0132612 0.0126324
internal_weight=0 0.00781939 0.00577179 0.00470469 0.00332776 0.00225967 0.0020476
internal_count=3910 3263 2857 2475 2071 1917 406
is_linear=0
shrinkage=0.1


Tree=6856
num_leaves=8
num_cat=0
split_feature=11 3 47 1 52 15 13
split_gain=2.97128e-05 3.57327e-05 2.86942e-05 4.76233e-05 5.58401e-05 6.22081e-05 3.65536e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09252500000000001 0.088010000000000019 -0.074484999999999982 -0.084744999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00032859007944136052 -0.00032922736010204071 -0.00032538405149651329 -0.00025590183306005172 -0.00018787977213273926 0.00068297933945699735 3.8073385200106071e-05 0.0001276187209242261
leaf_weight=0.0012795364291680383 0.0010127169397557709 0.0017525123702424 0.0016348145324532534 0.0010096615043405826 0.001167196411234334 0.0011335410568916429 0.0011241154408523743
leaf_count=247 279 1586 371 288 280 473 386
internal_value=0 2.48252e-05 -2.48662e-05 3.61809e-05 0.000196542 0.000365243 -0.000148362
internal_weight=0 0.00910138 0.00782184 0.00618703 0.0033104 0.00230074 0.00287663
internal_count=3910 3631 3384 3013 1041 753 1972
is_linear=0
shrinkage=0.00196078


Tree=6857
num_leaves=7
num_cat=0
split_feature=1 13 150 4 4 13
split_gain=1.12524e-05 2.83727e-05 2.07522e-05 7.14933e-05 3.5812e-05 1.28421e-05
threshold=0.10786000000000001 -0.052124999999999998 0.083205000000000015 -1.0000000180025095e-35 -0.08422499999999998 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0015800188580179703 0.018073968221121724 -0.002172038330118837 0.00916163804429488 -0.025041508174915052 0.014591680104676125 -0.014296693760637365
leaf_weight=0.0010308839739483103 0.0010640582048358003 0.0019805751198989584 0.0012043634705019794 0.0013471668890022393 0.0013808534804932524 0.0010072556088042734
leaf_count=335 398 354 347 636 1466 374
internal_value=0 0.00490367 -0.00256657 -0.00553018 0.00215776 -0.00626631
internal_weight=0 0.00304463 0.00597052 0.00476616 0.00341899 0.00203814
internal_count=3910 752 3158 2811 2175 709
is_linear=0
shrinkage=0.1


Tree=6858
num_leaves=7
num_cat=0
split_feature=11 42 43 13 0 49
split_gain=2.36886e-05 3.52938e-05 5.57931e-05 4.51742e-05 9.42108e-05 6.02798e-05
threshold=0.077330000000000024 0.086325000000000013 0.0016850000000000001 -0.003375 -0.10131499999999999 -0.010424999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00027388697901937456 -0.00028590317977959182 -0.00021205691305314084 0.0004244188211152753 -0.00025269100048725741 -0.00055694586808909896 0.00030907294926471205
leaf_weight=0.0016866995913597102 0.0010392167197483771 0.0019073713734589302 0.0015033199524399198 0.0012345884371023994 0.0012545928011165434 0.0018125872959343899
leaf_count=996 279 1399 358 125 595 158
internal_value=0 2.60707e-05 8.66968e-05 1.91653e-06 -0.000104722 8.14696e-05
internal_weight=0 0.00939916 0.00749179 0.00598847 0.00430177 0.00304718
internal_count=3910 3631 2232 1874 878 283
is_linear=0
shrinkage=0.00196078


Tree=6859
num_leaves=7
num_cat=0
split_feature=43 4 48 13 2 3
split_gain=1.0489e-05 3.20639e-05 2.47772e-05 4.07872e-05 3.27382e-05 2.20486e-05
threshold=-0.062599999999999989 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 0.086245000000000002 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0020366659384561383 -0.018767108601967609 -0.010562901420504086 -0.010204214018689393 0.026303787392783752 0.0023866377142332711 0.015066315183721741
leaf_weight=0.0019481724632983651 0.0010095529164377715 0.0010820433507977146 0.001432950697996792 0.0010247422997438458 0.0012962890665511346 0.0012294587740771181
leaf_count=1230 227 1149 310 193 269 532
internal_value=0 -0.00255743 0.000826448 0.00547119 0.0129461 0.00458066
internal_weight=0 0.00584558 0.00483603 0.00340307 0.00232103 0.00317763
internal_count=3910 2148 1921 1611 462 1762
is_linear=0
shrinkage=0.1


Tree=6860
num_leaves=8
num_cat=0
split_feature=11 3 3 1 4 15 15
split_gain=2.16023e-05 3.84439e-05 2.87212e-05 3.75406e-05 0.000111739 7.82548e-05 7.62707e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.075954999999999981 0.094485000000000013 0.053925000000000008 -0.106555 -0.008624999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00034254985773624758 -0.00027935459083008006 -0.00025967111755462272 -0.00052014475919951798 0.00058475363430858052 0.0002547958892990652 -0.00051679485874460158 0.0001364933073813554
leaf_weight=0.0012547179914083025 0.0010032528927467954 0.0016202539878898805 0.0011614571079670334 0.0014501990447892215 0.0010172675531274723 0.0010042372691151107 0.0016409301622847163
leaf_count=247 279 1890 369 396 289 123 317
internal_value=0 2.37336e-05 -2.69386e-05 3.31634e-05 0.000169433 -0.000128513 -0.000135652
internal_weight=0 0.00914906 0.00789435 0.00627409 0.0034717 0.0020215 0.00280239
internal_count=3910 3631 3384 1494 808 412 686
is_linear=0
shrinkage=0.00196078


Tree=6861
num_leaves=7
num_cat=0
split_feature=2 4 0 16 0 13
split_gain=1.17672e-05 5.15045e-05 4.26343e-05 4.21996e-05 2.50423e-05 2.19215e-05
threshold=0.10946500000000002 -0.34687499999999999 -0.06402999999999999 -0.11180499999999999 -0.13506999999999997 -0.0041499999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -5
right_child=4 2 -4 5 -6 -7
leaf_value=-0.023058002334265599 -0.0026245358332380986 0.010500546775305552 0.017821475666392739 -0.02214222384361891 0.017134760480708063 -0.0036047255631665985
leaf_weight=0.0010122122908318024 0.0015468222747161918 0.0014375209425100061 0.0012369149334443353 0.0010345043803075111 0.0010957780154709404 0.0016640479414114008
leaf_count=209 208 447 246 1659 559 582
internal_value=0 -0.00236576 0.00153243 -0.00333889 0.00556883 -0.0107112
internal_weight=0 0.0063852 0.00537299 0.00413607 0.0026426 0.00269855
internal_count=3910 3143 2934 2688 767 2241
is_linear=0
shrinkage=0.1


Tree=6862
num_leaves=8
num_cat=0
split_feature=4 12 49 12 0 160 12
split_gain=1.81288e-05 4.24571e-05 4.01368e-05 4.95524e-05 5.02225e-05 3.1594e-05 1.96936e-05
threshold=0.27608500000000008 -0.036459999999999992 -0.00064499999999999985 0.051320000000000005 -0.053834999999999994 0.069910000000000014 0.091405000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00039677074978236376 0.00019583489315187224 -0.00040765105124850731 0.00037315048888263429 -2.8305948617439589e-05 -0.00033155771089520128 4.8930314121160561e-05 0.00035424185091784924
leaf_weight=0.0011055449452339891 0.0014959764311637128 0.0012688252515402371 0.001806952748618001 0.0010492883818437654 0.0012988439464401203 0.0010774841010985712 0.0010206482695619371
leaf_count=300 441 413 261 1199 258 171 867
internal_value=0 -3.79811e-05 1.47516e-05 0.000111188 -2.93241e-05 -0.000197977 0.000160321
internal_weight=0 0.00862759 0.00752204 0.00517573 0.00336878 0.00234631 0.00206994
internal_count=3910 3469 3169 2585 2324 584 2066
is_linear=0
shrinkage=0.00196078


Tree=6863
num_leaves=8
num_cat=0
split_feature=159 2 151 15 2 42 0
split_gain=1.89155e-05 2.92596e-05 4.63207e-05 8.5196e-05 8.84992e-05 4.01122e-05 2.94372e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 -0.044604999999999992 -0.069904999999999981 0.10113500000000002 0.084100000000000022 -0.099024999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00025473651602715821 0.00026491223815680581 -0.00023343025781857093 0.00056631228634915285 0.0004017612159763278 -0.00030112220342233689 -0.00043657220712214092 -0.00018313034002403829
leaf_weight=0.0010395149563884798 0.0010579700527863735 0.001181237240194556 0.001592117583873461 0.0012012822691675684 0.0016140510534613588 0.0010561139676629958 0.0012069965033148734
leaf_count=633 140 406 607 537 381 570 636
internal_value=0 2.47664e-05 0.000111386 0.0002038 -1.20696e-06 -0.000120996 2.61512e-05
internal_weight=0 0.00890977 0.00558869 0.00440745 0.00281533 0.00332108 0.00226497
internal_count=3910 3277 1931 1525 918 1346 776
is_linear=0
shrinkage=0.00196078


Tree=6864
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 151 1 16
split_gain=3.33575e-05 4.5135e-05 4.36627e-05 5.09966e-05 5.65196e-05 4.31915e-05 0.000137957 1.5954e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.0088999999999999982 0.095575000000000007 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00045034673060493762 -0.00034549853235981228 -0.00048685493111683793 0.00030797008667038329 -0.00051079381355566679 0.0003230844061727575 -0.0004742706726664855 0.00042162449757062609 0.00011157834181277017
leaf_weight=0.001047460592493139 0.0010228271525090519 0.0010682592582689173 0.001121960275985402 0.0010290573947162682 0.0012843862604126552 0.001302337538713757 0.0013415599986642147 0.0010913200527754251
leaf_count=298 279 316 387 329 509 1518 166 108
internal_value=0 2.75926e-05 -4.71845e-05 -0.000113314 -3.14514e-05 -0.000154119 -1.96777e-05 0.000277489
internal_weight=0 0.00928634 0.00714756 0.0060256 0.00499654 0.00371216 0.0026439 0.00213878
internal_count=3910 3631 3225 2838 2509 2000 1684 406
is_linear=0
shrinkage=0.00196078


Tree=6865
num_leaves=6
num_cat=0
split_feature=160 42 43 2 15
split_gain=1.0935e-05 2.96784e-05 2.69142e-05 3.63811e-05 3.03037e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0066003904983592604 -0.011855381949487124 0.015897897463934194 -0.014098746382318079 0.015658012464557135 -0.0046090106095399109
leaf_weight=0.0019908509220697692 0.0013010921688170734 0.0015984298817680953 0.001195488796396563 0.00164152397358547 0.0013400095479075469
leaf_count=1218 882 604 520 331 355
internal_value=0 0.00178883 0.00486259 0.000639688 0.00654928
internal_weight=0 0.00707654 0.00577545 0.00417702 0.00298153
internal_count=3910 2692 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=6866
num_leaves=7
num_cat=0
split_feature=52 13 3 1 1 0
split_gain=1.00428e-05 3.68278e-05 3.00198e-05 4.01776e-05 5.57734e-05 1.85081e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.082139999999999977 0.11183500000000002 0.090740000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0032513937464845283 -0.0085635403572395397 0.0073848786414269707 -0.015150471861205113 -0.023143011100462768 0.01373865578755027 0.022206534558432411
leaf_weight=0.0010293598321008466 0.0012010919602099867 0.0019225491892952279 0.001373214665391091 0.0011954950364127825 0.001301810970917301 0.0010311227041395602
leaf_count=223 647 1397 803 288 369 183
internal_value=0 0.00125488 -0.00282912 -0.00790257 -0.00109147 0.0127371
internal_weight=0 0.00785355 0.00579307 0.00387052 0.00267503 0.00206048
internal_count=3910 3263 2857 1460 1172 406
is_linear=0
shrinkage=0.1


Tree=6867
num_leaves=9
num_cat=0
split_feature=52 2 2 151 16 4 4 43
split_gain=2.95569e-05 5.07183e-05 5.50845e-05 4.15864e-05 5.2832e-05 6.8192e-05 4.39393e-05 2.97284e-05
threshold=-0.048794999999999991 0.097940000000000013 0.085005000000000011 -0.0008699999999999999 -0.15168999999999996 -0.077679999999999985 0.25367000000000006 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 7 -5 -6
right_child=3 -3 -4 4 5 -7 -8 -9
leaf_value=0.00026228619092266361 -0.00040150070661067568 0.00044316012204209302 -0.00036040048699401427 -2.9362127964823824e-05 -0.00020361306408117982 -0.00055093348144003159 0.00052238387085133957 0.00026220518966160424
leaf_weight=0.0011104102637007488 0.0012767690041022815 0.0013166184931483445 0.0010749554189836089 0.001210440809100525 0.0010001031234759951 0.0011540982608228005 0.0010246963623513497 0.0011128894779183014
leaf_count=307 372 496 387 182 627 939 306 294
internal_value=0 0.000139151 -4.4006e-05 -8.26877e-05 -8.70853e-06 -0.000167629 0.000223585 4.17282e-05
internal_weight=0 0.00350198 0.00218537 0.006779 0.00550223 0.00326709 0.00223514 0.00211299
internal_count=3910 1190 694 2720 2348 1860 488 921
is_linear=0
shrinkage=0.00196078


Tree=6868
num_leaves=9
num_cat=0
split_feature=11 16 2 4 16 0 15 2
split_gain=4.27568e-05 2.51452e-05 3.89809e-05 9.16166e-05 5.15529e-05 5.27847e-05 4.49908e-05 3.26195e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.096824999999999981 -0.06402999999999999 -0.017214999999999998 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -4 -6
right_child=-2 2 6 4 5 -7 -8 -9
leaf_value=-0.00023292047675334938 -0.00038984012077423027 -0.00054292369905889189 1.5479312008082712e-05 0.00047909435922059891 -0.00042221711357640312 0.00035633191825758297 0.00058328278709984707 1.5737743823055977e-05
leaf_weight=0.001237546781532207 0.0010502090741150638 0.0010409439410252299 0.0010949414197991174 0.001065600998448575 0.0010613397228751279 0.0010945746287229687 0.0010520032015116133 0.001703002593653441
leaf_count=394 279 141 387 292 605 158 194 1460
internal_value=0 2.74228e-05 6.71382e-05 -1.44016e-05 9.73173e-05 -8.10655e-06 0.000293703 -0.00015241
internal_weight=0 0.00934995 0.00811241 0.00596546 0.00492452 0.00385892 0.00214694 0.00276434
internal_count=3910 3631 3237 2656 2515 2223 581 2065
is_linear=0
shrinkage=0.00196078


Tree=6869
num_leaves=8
num_cat=0
split_feature=11 3 47 43 0 52 16
split_gain=1.64107e-05 2.0546e-05 3.03134e-05 3.0562e-05 5.3507e-05 7.78657e-05 1.63189e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 -0.088289999999999993 -0.083424999999999985 -0.0066199999999999991 -0.11807499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00026670140657555018 -0.00023891971875580659 0.00036045214445081918 -0.00025591828475110914 -0.00021978425776958248 -0.00035218374212236692 0.00017536664123160383 0.00052051012623986878
leaf_weight=0.0011342226970306899 0.0010501839640278095 0.0010008528047383584 0.0016017887786112595 0.0016008231652598574 0.0013294668093227257 0.0010190219411230516 0.0010901170591105284
leaf_count=222 304 459 371 462 1211 315 566
internal_value=0 2.04412e-05 -1.61083e-05 4.74856e-05 -1.46709e-05 0.000106277 0.000353755
internal_weight=0 0.00877629 0.00764207 0.00604028 0.00503943 0.00370996 0.00210914
internal_count=3910 3606 3384 3013 2554 1343 881
is_linear=0
shrinkage=0.00196078


Tree=6870
num_leaves=8
num_cat=0
split_feature=11 3 47 1 0 15 0
split_gain=1.34208e-05 2.45441e-05 2.94658e-05 3.07958e-05 6.76937e-05 4.66877e-05 2.42406e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.095575000000000007 -0.15007499999999999 -0.0039399999999999991 -0.082994999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00028226527041067976 -0.00021846293083986813 -0.00035267158913759405 -0.00026011494594442342 -0.00012029287213779856 0.00056997875001921531 0.00030821883216518693 -8.1840202148128385e-05
leaf_weight=0.0011532408254365375 0.0010547517958297897 0.0014018588961184236 0.0016122339487390875 0.0010941875974419062 0.0010906995827222139 0.0011222169725969274 0.0013487578112986339
leaf_count=222 304 1013 371 122 573 532 773
internal_value=0 1.55631e-05 -2.45378e-05 3.816e-05 0.000224292 -6.68477e-05 9.53089e-05
internal_weight=0 0.0088232 0.00766995 0.00605772 0.00218489 0.00387283 0.00247097
internal_count=3910 3606 3384 3013 695 2318 1305
is_linear=0
shrinkage=0.00196078


Tree=6871
num_leaves=8
num_cat=0
split_feature=11 42 13 1 15 16 4
split_gain=4.0019e-05 3.01636e-05 3.75536e-05 7.63801e-05 3.17799e-05 6.44509e-05 7.25683e-05
threshold=0.077330000000000024 0.086325000000000013 -0.0030249999999999995 1.0000000180025095e-35 -0.106555 -0.094359999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=5.177089616717389e-06 -0.00037044276739854837 -0.00018657879791000818 0.00027763695183340782 0.00068522125028301422 -0.00050842202092433151 -0.00024122362476864238 0.00041345099772946778
leaf_weight=0.0015675929294389525 0.0010313134443566884 0.0018604614064207303 0.0011243075888053723 0.0010673357303714482 0.0010542574258904612 0.0013876295138280778 0.0012261905224602698
leaf_count=793 279 1399 166 446 141 582 104
internal_value=0 3.66865e-05 9.26121e-05 0.000280644 -1.07708e-05 -9.9171e-05 6.58961e-05
internal_weight=0 0.00928778 0.00742731 0.00263493 0.00479239 0.00366808 0.00261382
internal_count=3910 3631 2232 1239 993 827 686
is_linear=0
shrinkage=0.00196078


Tree=6872
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 1
split_gain=2.8653e-05 2.47637e-05 2.83581e-05 3.50308e-05 9.27708e-05 6.45969e-05 1.76231e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 -0.008624999999999999 0.11507500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.0002750340080616527 -0.00032521886055817876 -0.00029916713737388411 -0.0004671061575947992 0.00057750945103877027 9.0513683522466755e-05 0.00011184789398336976 -0.00025284196113166808
leaf_weight=0.0012710065188664072 0.0010212119118693111 0.001187315942568868 0.0012515152758305569 0.0013084072706669621 0.0011820307936749944 0.0018161858637827431 0.0011185799510799654
leaf_count=247 279 1646 460 512 150 411 205
internal_value=0 2.10939e-05 -1.99486e-05 2.97047e-05 0.000160649 -0.000124345 -7.64293e-05
internal_weight=0 0.00913504 0.00786404 0.00667672 0.00360902 0.0030677 0.00230061
internal_count=3910 3631 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=6873
num_leaves=8
num_cat=0
split_feature=11 1 42 3 3 16 1
split_gain=1.84029e-05 1.88702e-05 5.57259e-05 4.93561e-05 4.05716e-05 3.45391e-05 2.44767e-05
threshold=1.0000000180025095e-35 0.10113500000000002 0.086325000000000013 0.090325000000000003 -0.023079999999999996 -0.013024999999999998 0.11507500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 -5
right_child=-2 3 -4 6 5 -7 -8
leaf_value=0.0002710687551955746 -0.00025008662365918376 0.00042343428509052685 -0.00046476430565926547 0.0001641513243731091 9.0036060783552918e-05 -0.00036577134783869001 -0.0002585409990533422
leaf_weight=0.0017999879984555707 0.0010731617634127779 0.0013741983636886331 0.0010153201385719405 0.0010199763456128499 0.0014405397073164353 0.0011489266497834039 0.0010890935363706683
leaf_count=1336 304 526 1094 113 168 164 205
internal_value=0 2.17404e-05 -5.07899e-05 0.000134281 4.49661e-05 -0.000112202 -5.41209e-05
internal_weight=0 0.00888804 0.00540477 0.00348327 0.00438945 0.00258947 0.00210907
internal_count=3910 3606 2762 844 1668 332 318
is_linear=0
shrinkage=0.00196078


Tree=6874
num_leaves=8
num_cat=0
split_feature=11 3 47 1 3 13 49
split_gain=3.41981e-05 4.66675e-05 3.10148e-05 5.48762e-05 6.67401e-05 4.53819e-05 7.70639e-06
threshold=0.077330000000000024 -0.10628499999999998 0.09252500000000001 0.088010000000000019 0.045635000000000002 -1.0000000180025095e-35 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.00037085596458872716 -0.00034656429549896671 -0.00035324715769176666 -0.00026519634099348989 0.00054523477221210244 -0.00014039368926665988 0.00014180152526632151 9.864613740592971e-05
leaf_weight=0.0013028013721813345 0.0010507175382729285 0.0018275647294870461 0.0016909162164955712 0.0013358009735711632 0.0010011478458919103 0.0011662820897737178 0.0010756260238213287
leaf_count=247 279 1586 371 709 151 386 181
internal_value=0 2.64254e-05 -2.8991e-05 3.33533e-05 0.000203329 -0.000160396 -1.65875e-05
internal_weight=0 0.00940014 0.00809734 0.00640642 0.00341257 0.00299385 0.00207677
internal_count=3910 3631 3384 3013 1041 1972 332
is_linear=0
shrinkage=0.00196078


Tree=6875
num_leaves=7
num_cat=0
split_feature=1 42 0 457 3 43
split_gain=1.02895e-05 2.43673e-05 2.37913e-05 3.53454e-05 4.29571e-05 4.34854e-05
threshold=0.12730000000000002 0.088915000000000008 0.039665000000000006 0.041935000000000007 0.090325000000000003 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.0011958228783223522 0.0011769281723282591 0.001399282159465982 0.0013660199253543595 0.0011778148742270589 0.0013954279505340797 0.0014749278575567845
leaf_count=1307 345 1025 243 277 183 530
internal_value=0 -0.00138286 0.00115494 -0.00190706 -0.00632562 0.00110391
internal_weight=0 0.0080093 0.00661001 0.00524399 0.00406618 0.00267075
internal_count=3910 3565 2540 2297 2020 1837
is_linear=0
shrinkage=0.1


Tree=6876
num_leaves=7
num_cat=0
split_feature=2 4 0 16 2 1
split_gain=1.09893e-05 4.89854e-05 3.87712e-05 3.84409e-05 2.57747e-05 2.45158e-05
threshold=0.10946500000000002 -0.34687499999999999 -0.06402999999999999 -0.11180499999999999 0.12068000000000001 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -5
right_child=4 2 -4 5 -6 -7
leaf_value=-0.022322260582035843 0.014655120707895007 0.0099431521653269728 0.016886121135545613 -0.0019398664375695222 -0.0049876919897338954 -0.021043028130993281
leaf_weight=0.0010295664124888877 0.001402497738268811 0.0014636225102167468 0.0012546050738913529 0.0015676919810644896 0.0012755752349856149 0.0011755421886849964
leaf_count=209 326 447 246 1705 441 536
internal_value=0 -0.00231426 0.00145755 -0.00314369 0.00529918 -0.010126
internal_weight=0 0.00649103 0.00546146 0.00420686 0.00267807 0.00274323
internal_count=3910 3143 2934 2688 767 2241
is_linear=0
shrinkage=0.1


Tree=6877
num_leaves=7
num_cat=0
split_feature=12 52 12 16 43 4
split_gain=1.03843e-05 2.05547e-05 4.16374e-05 4.90394e-05 3.94942e-05 4.86315e-05
threshold=0.10595000000000002 0.091210000000000013 0.09364500000000002 0.081265000000000018 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.015862013347332601 -0.0096144202364782574 0.010954998737416769 0.017272894350546058 -0.024033488624802639 0.020169097704718468 -0.0048460774853722631
leaf_weight=0.0011769614677073956 0.0010159747725699752 0.0016817067575258483 0.0010024574666861836 0.0010755047596919887 0.0013310053671912623 0.0018676808120589778
leaf_count=1229 391 781 424 378 365 342
internal_value=0 0.0011082 -0.00145771 -0.00490224 -0.000199908 0.00556299
internal_weight=0 0.00813532 0.00645361 0.00545115 0.00437565 0.00319869
internal_count=3910 3519 2738 2314 1936 707
is_linear=0
shrinkage=0.1


Tree=6878
num_leaves=8
num_cat=0
split_feature=11 3 49 457 3 1 3
split_gain=4.61288e-05 4.48529e-05 2.86892e-05 3.81118e-05 3.41248e-05 3.91893e-05 7.54127e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.006494999999999999 0.072090000000000015 -0.075954999999999981 0.094485000000000013 0.10856000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7
right_child=-2 2 4 -5 5 6 -8
leaf_value=0.00037798981181106283 -0.00040273995165187264 -0.00047828938217060399 -0.00023402307112112511 3.305380652238313e-05 -7.1534590610153133e-05 0.00067189008469142701 -1.7430861482060575e-05
leaf_weight=0.0012689857792840204 0.0010251547813698173 0.0010536461712207085 0.0012238833155932636 0.0011970714160475682 0.0019484284237647129 0.0011337277376033143 0.0013213505228553571
leaf_count=247 279 423 1599 233 585 348 196
internal_value=0 3.58797e-05 -1.92265e-05 -0.000206325 5.5605e-05 0.000136102 0.00030089
internal_weight=0 0.00914709 0.00787811 0.00225072 0.00562739 0.00440351 0.00245508
internal_count=3910 3631 3384 656 2728 1129 544
is_linear=0
shrinkage=0.00196078


Tree=6879
num_leaves=6
num_cat=0
split_feature=43 4 48 16 43
split_gain=1.17307e-05 2.43516e-05 2.45308e-05 3.71362e-05 2.20792e-05
threshold=-0.062599999999999989 -0.34687499999999999 0.084500000000000006 -0.088144999999999987 -0.093039999999999984
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0024928647302843495 -0.016863038646515758 0.016594362712046565 -0.0093989916206181148 -0.0050468965979309395 0.014171072066258856
leaf_weight=0.0018264086917006736 0.0010106103552077056 0.0015333395925321196 0.0017293213907705485 0.0016420861713658868 0.0014081260527656837
leaf_count=602 227 592 341 988 1160
internal_value=0 -0.00272823 0.000184205 0.00540317 0.00476163
internal_weight=0 0.00591536 0.00490475 0.00317543 0.00323453
internal_count=3910 2148 1921 1580 1762
is_linear=0
shrinkage=0.1


Tree=6880
num_leaves=8
num_cat=0
split_feature=11 3 3 49 49 16 52
split_gain=3.74135e-05 2.74296e-05 3.14773e-05 3.36977e-05 3.39001e-05 4.82392e-05 1.65838e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.013024999999999998 -0.044539999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00030644893066253447 -0.0003643062662655644 -0.0003032948793469309 -0.00017886061598788018 0.00051592097139422732 -0.00014018894821544374 0.00021452937684692308 -0.00013688913614577094
leaf_weight=0.0012312740781095658 0.0010052086361966141 0.0011812973657731101 0.0018670774756874963 0.0013881151731826111 0.0012815276192020397 0.0010596934075594304 0.0010068210500092055
leaf_count=247 279 1646 373 553 449 192 171
internal_value=0 3.4507e-05 -8.50582e-06 4.4231e-05 0.000132178 0.000233215 4.33157e-05
internal_weight=0 0.00901581 0.00778453 0.00660323 0.00473616 0.00345463 0.00206651
internal_count=3910 3631 3384 1738 1365 916 363
is_linear=0
shrinkage=0.00196078


Tree=6881
num_leaves=7
num_cat=0
split_feature=11 3 47 1 15 13
split_gain=1.94237e-05 2.35729e-05 2.76472e-05 3.51477e-05 3.56463e-05 2.81418e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.073314999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00028069457898376935 -0.00026510478832591366 -0.00026697000543036493 -0.00022320161114182066 0.00043701314693261293 -2.2521671793301648e-06 0.00013748114871340903
leaf_weight=0.0011400364400340132 0.0010447378174000066 0.0016948893282417797 0.0019462493317390648 0.0013193739097517921 0.0015384852943779444 0.0010847383008996544
leaf_count=222 304 1566 438 426 576 378
internal_value=0 1.7809e-05 -2.17097e-05 4.7852e-05 0.000200541 -0.000109135
internal_weight=0 0.00872377 0.00758374 0.00563749 0.00285786 0.00277963
internal_count=3910 3606 3384 2946 1002 1944
is_linear=0
shrinkage=0.00196078


Tree=6882
num_leaves=7
num_cat=0
split_feature=2 52 3 43 1 16
split_gain=1.06589e-05 3.93269e-05 4.12215e-05 4.11599e-05 5.93725e-05 2.50556e-05
threshold=0.10946500000000002 0.086950000000000013 0.090325000000000003 -0.074254999999999988 0.086560000000000012 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=0.0082645796034220339 -0.0065340960612356551 -0.01703473077816732 0.019019868252015952 0.0054617936385514205 -0.027682778681648354 0.013158840301522879
leaf_weight=0.00180368174385306 0.0010830738777445339 0.0014127697064007681 0.0010941414225896385 0.0010156289472752519 0.0011551659081774825 0.0016012666390259956
leaf_count=956 256 911 176 626 474 511
internal_value=0 -0.00228039 0.00183207 -0.0028996 -0.0121757 0.00521316
internal_weight=0 0.00648139 0.00506862 0.00397448 0.00217079 0.00268434
internal_count=3910 3143 2232 2056 1100 767
is_linear=0
shrinkage=0.1


Tree=6883
num_leaves=9
num_cat=0
split_feature=11 49 47 15 2 52 1 3
split_gain=2.31719e-05 2.18233e-05 3.44262e-05 8.04754e-05 4.68272e-05 5.58313e-05 5.6101e-05 4.8909e-05
threshold=1.0000000180025095e-35 0.093945000000000015 0.09252500000000001 -0.097269999999999981 0.11005500000000001 0.086950000000000013 0.089175000000000018 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00053290211755920741 -0.00027891758760409857 0.00029511474240809048 -0.00029855162527362924 -0.00013583059492919882 0.00029042350846531374 -0.00054812422161868487 -0.0003949527910271849 0.00045146225489920458
leaf_weight=0.0011025015820848591 0.0010662789368013027 0.0010315757287783856 0.0013087153263044004 0.0010857933554463948 0.0012198853723064135 0.0010089272061419791 0.0010369076224680317 0.0010949605127662139
leaf_count=377 304 508 272 826 290 688 456 189
internal_value=0 2.69792e-05 -8.22225e-06 4.97958e-05 -4.7997e-05 -0.000145672 -1.948e-05 0.00015905
internal_weight=0 0.00888927 0.00785769 0.00654898 0.00544647 0.00422659 0.00321766 0.00218075
internal_count=3910 3606 3098 2826 2449 2159 1471 1015
is_linear=0
shrinkage=0.00196078


Tree=6884
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 4
split_gain=1.0119e-05 2.9664e-05 4.51697e-05 2.77353e-05 4.67095e-05 3.84306e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.021876574906031232 -0.0085427067613856079 -0.0010037606302216295 0.0066776549282833572 0.016692885139442986 -0.014291164547284744 0.022931733110914496
leaf_weight=0.0011885551422450677 0.0012245530993219072 0.0017446371594470947 0.0010376558886335042 0.0015046852987995749 0.0013696681264830863 0.0010898302971406757
leaf_count=485 843 643 220 302 496 921
internal_value=0 0.00122387 -0.00856721 0.005042 0.000872081 0.00819925
internal_weight=0 0.00793503 0.00222621 0.00570882 0.00420414 0.00283447
internal_count=3910 3067 705 2362 2060 1564
is_linear=0
shrinkage=0.1


Tree=6885
num_leaves=7
num_cat=0
split_feature=50 4 39 12 2 16
split_gain=1.14743e-05 2.41987e-05 2.19979e-05 3.30236e-05 4.36437e-05 5.07856e-05
threshold=0.086465000000000014 0.28937500000000005 0.083240000000000022 0.098845000000000016 0.086650000000000019 -0.014099999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0075113275155215932 -0.0099767001099307119 0.014919838008794331 -0.014476725208566465 -0.014236655429981572 -0.0009354231072227668 0.024798504832931108
leaf_weight=0.0017893225040644073 0.0010372332422018274 0.0011086999183009478 0.0010300300651048672 0.0011071764714896421 0.0015093815298795586 0.0015589483888710338
leaf_count=920 715 396 252 394 614 619
internal_value=0 0.00119394 -0.000981644 0.00134874 0.00490103 0.0121394
internal_weight=0 0.00810356 0.00699486 0.00596483 0.00485765 0.00306833
internal_count=3910 3195 2799 2547 2153 1233
is_linear=0
shrinkage=0.1


Tree=6886
num_leaves=7
num_cat=0
split_feature=1 4 4 49 52 0
split_gain=9.78391e-06 4.00307e-05 3.52367e-05 2.46138e-05 4.00098e-05 3.13735e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.047309999999999998 -0.072349999999999984 -0.15137999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0077918789837618423 0.015167639849014942 -0.025602137303661267 -0.00014203055544586145 -0.017492618864130907 0.018725352172781203 -0.0026737381718848199
leaf_weight=0.001657785312163409 0.0012219951371702127 0.0010842440241971047 0.0010901486082843278 0.0010819223785984706 0.0010644283689982517 0.0019226798741787754
leaf_count=189 317 1512 624 334 144 790
internal_value=0 -0.00391332 -0.0128375 0.00272162 -0.00101611 0.00495163
internal_weight=0 0.00383218 0.00217439 0.00529103 0.00406903 0.00298711
internal_count=3910 2325 2136 1585 1268 934
is_linear=0
shrinkage=0.1


Tree=6887
num_leaves=7
num_cat=0
split_feature=43 3 4 48 13 2
split_gain=1.0844e-05 2.39958e-05 2.27966e-05 2.57204e-05 3.51919e-05 3.32587e-05
threshold=-0.062599999999999989 -0.075954999999999981 -0.34687499999999999 0.084500000000000006 -0.0041499999999999983 0.091250000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0022842899553107234 -0.016296059278194296 0.015414345584571785 -0.0091980673237473526 -0.009638511231451409 0.025737288391869728 0.00051406962495925354
leaf_weight=0.0019684952817898018 0.0010088874763807812 0.0012540773121906532 0.0010679027630255849 0.0017155874373436693 0.001044577776462182 0.0010464740939937845
leaf_count=1230 227 532 1137 341 228 215
internal_value=0 0.00460321 -0.00261356 0.00021832 0.00557144 0.0131142
internal_weight=0 0.00322257 0.00588343 0.00487454 0.00315895 0.00209105
internal_count=3910 1762 2148 1921 1580 443
is_linear=0
shrinkage=0.1


Tree=6888
num_leaves=8
num_cat=0
split_feature=11 13 0 47 15 1 1
split_gain=1.55491e-05 2.38723e-05 3.51856e-05 6.33335e-05 5.73844e-05 5.82629e-05 2.40927e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 -0.017269999999999997 0.09252500000000001 1.0000000180025095e-35 0.095575000000000007 0.077800000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=1.9554367614995295e-05 -0.00023180656562027933 -8.0183631163516147e-05 0.00027857148882309417 -0.00047923302268956016 -0.00031234116866752672 0.00051589253594369719 0.00041127301977890083
leaf_weight=0.0014459670081153689 0.0010540375416359217 0.001396730890695931 0.0010779155364785808 0.0013336870635436036 0.0013407586330457574 0.0011491362169265809 0.0010363056236400671
leaf_count=681 304 688 272 262 1038 253 412
internal_value=0 2.02347e-05 -4.39502e-05 -0.000110546 1.5968e-05 0.000188869 0.00018309
internal_weight=0 0.0087805 0.00629823 0.00522031 0.00388663 0.00254587 0.00248227
internal_count=3910 3606 2513 2241 1979 941 1093
is_linear=0
shrinkage=0.00196078


Tree=6889
num_leaves=7
num_cat=0
split_feature=52 13 3 4 4 2
split_gain=1.03619e-05 4.08365e-05 3.1159e-05 4.07005e-05 6.16913e-05 4.02509e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.016619999999999996 0.074650000000000008 -0.083329999999999987 0.085805000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.019752612318588707 -0.0086864375343493356 0.011145538412645206 0.0069293956653365216 0.020041476318481643 -0.019188070910630028 -0.017575254350724802
leaf_weight=0.0010373849554614015 0.0012072498708627115 0.0015098205799975821 0.0010171772810183286 0.0011616053426340661 0.0012060204740559934 0.0019657009793267819
leaf_count=169 647 640 188 279 1578 409
internal_value=0 0.00126095 -0.00153527 0.00437578 -0.00232467 -0.00921904
internal_weight=0 0.00789771 0.00686032 0.00387745 0.00271584 0.00298288
internal_count=3910 3263 3094 2497 2218 597
is_linear=0
shrinkage=0.1


Tree=6890
num_leaves=7
num_cat=0
split_feature=42 43 159 160 4 1
split_gain=9.6023e-06 2.46246e-05 3.16746e-05 4.18042e-05 3.38494e-05 4.48433e-05
threshold=0.091955000000000023 0.070805000000000021 0.073745000000000019 -1.0000000180025095e-35 0.24280000000000004 0.090820000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.022597739558962715 -0.008331925170274937 0.014269523956880671 0.015197452300072573 0.00561288338845734 0.016091622512689033 -0.016698613206139884
leaf_weight=0.0010029691839812602 0.001213595562584424 0.0012222830585692764 0.0010033906681317407 0.0019694169694578155 0.0010117061752513441 0.001660222830781649
leaf_count=652 843 311 498 1000 207 399
internal_value=0 0.00122443 -0.00117412 -0.00408449 -8.38802e-05 -0.00459255
internal_weight=0 0.00786999 0.00664771 0.00564432 0.00464135 0.00362964
internal_count=3910 3067 2756 2258 1606 1399
is_linear=0
shrinkage=0.1


Tree=6891
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 51
split_gain=1.27735e-05 2.83208e-05 1.85025e-05 4.78864e-05 3.61101e-05 3.21482e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.09021499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.014402655484348334 -0.019390515207430736 0.0054113373416032904 0.012805967624553986 0.016078527265120667 0.009058136812580447 -0.015591782821356787
leaf_weight=0.0016054387793206623 0.0010387861182565745 0.0013100039107402193 0.0013650866275912547 0.0016272506636422534 0.0010200113666402986 0.0010992981901332209
leaf_count=1913 274 95 362 501 285 480
internal_value=0 -0.00549958 0.00253671 -0.000392745 0.00487465 -0.00372792
internal_weight=0 0.00291544 0.00615043 0.00478535 0.00374656 0.00211931
internal_count=3910 2008 1902 1540 1266 765
is_linear=0
shrinkage=0.1


Tree=6892
num_leaves=7
num_cat=0
split_feature=1 0 15 47 48 47
split_gain=1.0364e-05 2.43762e-05 1.80995e-05 3.04429e-05 4.21764e-05 5.69042e-06
threshold=0.076710000000000014 -0.070894999999999986 0.024640000000000006 0.087850000000000025 0.084500000000000006 0.11566000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.01654313538875557 0.020889043485415135 0.0022684296993297146 -0.0095857156326768327 -0.0099693592734904895 -0.0030693444513311468 0.00060857524944126049
leaf_weight=0.0011183560158957652 0.001799364507448351 0.0017935574766472649 0.0010617255119122109 0.0010204967629003333 0.0012419141638102078 0.0010137667293254769
leaf_count=1642 742 366 544 207 246 163
internal_value=0 -0.00495638 0.00228783 0.00477159 0.0111056 -0.00469789
internal_weight=0 0.00291191 0.00613727 0.00507554 0.00304128 0.00203426
internal_count=3910 2008 1902 1358 988 370
is_linear=0
shrinkage=0.1


Tree=6893
num_leaves=8
num_cat=0
split_feature=11 43 15 42 16 16 15
split_gain=4.62062e-05 3.15908e-05 5.15509e-05 5.85679e-05 4.13457e-05 8.31315e-05 5.19945e-05
threshold=0.077330000000000024 -0.17307499999999998 -0.11399999999999998 0.088465000000000002 0.15100500000000003 -0.089864999999999987 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00031086295602343876 -0.00039437877365577483 0.00032740709069954205 -0.00025787070854304324 -0.00051628757514286122 -0.00030101149339156725 2.936547980699835e-05 0.00058337305652743777
leaf_weight=0.0013815700266357001 0.0010624729973682792 0.0014300247635906657 0.0016163164907780411 0.0010158956326427387 0.0013658499645885667 0.0012941343019291368 0.0013112067651702584
leaf_count=233 279 515 462 920 258 545 698
internal_value=0 3.69807e-05 -1.01209e-05 -8.32156e-05 -4.47635e-06 9.14629e-05 0.000308184
internal_weight=0 0.009415 0.00803343 0.0066034 0.00558751 0.00422166 0.00260534
internal_count=3910 3631 3398 2883 1963 1705 1243
is_linear=0
shrinkage=0.00196078


Tree=6894
num_leaves=6
num_cat=0
split_feature=43 4 43 2 2
split_gain=1.00289e-05 2.58256e-05 2.42282e-05 2.02359e-05 5.29873e-05
threshold=-0.057994999999999998 -0.34687499999999999 -0.093039999999999984 0.089910000000000004 0.11230000000000001
decision_type=2 2 2 2 2
left_child=2 -2 -1 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0031543911477590184 -0.017098717425130371 -0.0076154750256073088 0.014386208578673225 0.019728529215185923 -0.0070047826523466214
leaf_weight=0.0018160726427927235 0.0010046772374888357 0.0018763322474865908 0.0013903276471056325 0.0014075399900180573 0.0015666694187913086
leaf_count=602 227 1067 1172 452 390
internal_value=0 -0.00250603 0.00445139 0.00051651 0.00564672
internal_weight=0 0.00585522 0.0032064 0.00485054 0.00297421
internal_count=3910 2136 1774 1909 842
is_linear=0
shrinkage=0.1


Tree=6895
num_leaves=9
num_cat=0
split_feature=11 48 47 2 2 160 3 12
split_gain=2.8163e-05 2.39721e-05 5.86071e-05 4.24687e-05 5.00322e-05 7.24018e-05 8.51323e-05 4.35786e-05
threshold=0.077330000000000024 0.096835000000000018 0.09252500000000001 0.11260500000000001 0.085255000000000011 0.069910000000000014 -0.013944999999999997 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00050669367631147222 -0.00031475451382934272 0.00026116303407713404 -0.00042397733765461751 0.00036760897777479202 1.2751627832781874e-05 0.00024541211888259721 -0.00075464963198897941 -6.4054241170308937e-05
leaf_weight=0.0010122062285625156 0.001030437109327177 0.0014222784569368251 0.00115214088640243 0.001335717442087425 0.0011004406604866708 0.0010726634578681949 0.0011229391401681777 0.0010456694075081318
leaf_count=450 279 339 217 459 1038 308 180 640
internal_value=0 2.69576e-05 -1.55207e-05 5.48269e-05 -2.32072e-05 -0.00017298 -0.000374832 0.000216679
internal_weight=0 0.00926406 0.00784178 0.00668964 0.00535392 0.00329604 0.00222338 0.00205788
internal_count=3910 3631 3292 3075 2616 1526 1218 1090
is_linear=0
shrinkage=0.00196078


Tree=6896
num_leaves=8
num_cat=0
split_feature=11 4 47 3 1 0 16
split_gain=3.4179e-05 2.65819e-05 3.32197e-05 3.92807e-05 7.4354e-05 6.20804e-05 3.17558e-05
threshold=0.077330000000000024 -0.39075499999999991 0.09252500000000001 0.12046500000000002 0.095575000000000007 -0.07773999999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00029336823967723543 -0.00034086105898128614 4.3777382842161425e-06 -0.00025538797977248568 -0.00026568317404803001 0.00050254735161731371 0.00037432866283669975 -0.00043516573651689912
leaf_weight=0.0012895228942920696 0.0010515144332821072 0.0014629434228334364 0.001676324238902703 0.0011907385512945857 0.0014672821605140988 0.0010813460573831646 0.0011125172956416858
leaf_count=158 279 762 371 208 524 564 1044
internal_value=0 3.21383e-05 -1.0016e-05 5.512e-05 0.000129668 -1.99481e-05 -0.000185491
internal_weight=0 0.00928067 0.00799115 0.00631483 0.00512409 0.00365681 0.00257546
internal_count=3910 3631 3473 3102 2894 2370 1806
is_linear=0
shrinkage=0.00196078


Tree=6897
num_leaves=7
num_cat=0
split_feature=49 2 13 457 3 3
split_gain=9.7217e-06 3.57544e-05 3.88694e-05 3.28318e-05 5.61844e-05 5.01936e-05
threshold=0.093945000000000015 0.11260500000000001 -0.123625 0.069705000000000003 0.045635000000000002 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.022645330194311763 0.0090072261638380648 0.011929618137503725 -0.010101512581257466 0.01489741182866279 -0.025387984627978463 0.014483085488030858
leaf_weight=0.0010068597668489955 0.0010482382997175676 0.0016426962991897736 0.0017918662344503654 0.0010217032198703907 0.001033523204868908 0.0015478308859997515
leaf_count=159 527 480 1664 249 156 675
internal_value=0 -0.00123134 -0.00460843 -0.00124219 -0.00501284 0.00129257
internal_weight=0 0.00804448 0.00640178 0.00539492 0.00437322 0.0033397
internal_count=3910 3383 2903 2744 2495 2339
is_linear=0
shrinkage=0.1


Tree=6898
num_leaves=7
num_cat=0
split_feature=42 49 160 15 0 52
split_gain=1.02941e-05 2.75084e-05 4.2739e-05 3.03951e-05 4.54815e-05 5.74228e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.069910000000000014 -0.19153499999999998 -0.10071499999999999 0.091210000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.021310832173889429 -0.0085989570827234834 -0.010729462282960345 0.0066699264263014859 0.022566377769786945 -0.0089582966031787597 0.019077409754391116
leaf_weight=0.001167603626866798 0.0012184768957459466 0.0010132509291933597 0.0010252027341151368 0.0015212786503371982 0.0019615003024958718 0.0011641689774807363
leaf_count=485 843 292 220 302 1358 410
internal_value=0 0.00127991 -0.00822899 0.00496374 0.00838558 0.00148372
internal_weight=0 0.00785301 0.00219281 0.0056602 0.00464695 0.00312567
internal_count=3910 3067 705 2362 2070 1768
is_linear=0
shrinkage=0.1


Tree=6899
num_leaves=7
num_cat=0
split_feature=11 1 4 15 15 0
split_gain=2.68062e-05 2.06217e-05 6.00724e-05 6.91482e-05 5.9426e-05 4.29132e-05
threshold=0.077330000000000024 0.095575000000000007 0.053925000000000008 -0.106555 -0.0063699999999999989 -0.014809999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00035976316743246132 -0.00030397444348555068 0.00042480727935226986 0.00027339642425400782 -0.00039638184510810948 0.0002891694825151166 -0.0001497647172177263
leaf_weight=0.0016331117121244978 0.0010189982525638771 0.0016418692251394841 0.0011794287934897547 0.0011911199636949448 0.00192472902646582 0.0015427514493837544
leaf_count=1178 279 475 329 183 1324 142
internal_value=0 3.13597e-05 0.000136524 -6.31443e-05 -5.13686e-05 9.38789e-05
internal_weight=0 0.00911301 0.00401242 0.00237055 0.00510059 0.00346748
internal_count=3910 3631 987 512 2644 1466
is_linear=0
shrinkage=0.00196078


Tree=6900
num_leaves=7
num_cat=0
split_feature=11 3 47 1 4 3
split_gain=1.84569e-05 2.44574e-05 3.16838e-05 2.98847e-05 3.43555e-05 3.36578e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.083329999999999987 0.045635000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00029259038890127464 -0.00024990316008231741 0.00016320157789412575 -0.00022878970684622637 0.000484439667934227 -0.00027833116867579717 4.1176356720238431e-05
leaf_weight=0.0011451780286742107 0.0010479053676962285 0.001202751447060545 0.001969812829286449 0.001028732965839142 0.0015515445131597822 0.0018304821824107486
leaf_count=222 304 422 438 680 1522 322
internal_value=0 2.54997e-05 -1.48343e-05 6.02438e-05 -8.55218e-05 0.000200661
internal_weight=0 0.0087285 0.00758332 0.00561351 0.0027543 0.00285922
internal_count=3910 3606 3384 2946 1944 1002
is_linear=0
shrinkage=0.00196078


Tree=6901
num_leaves=7
num_cat=0
split_feature=49 42 2 0 4 12
split_gain=9.6269e-06 2.70208e-05 3.02951e-05 4.68101e-05 4.79751e-05 4.61458e-05
threshold=-0.047894999999999993 -0.082904999999999993 0.086130000000000012 -0.13506999999999997 -0.23071499999999998 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3
right_child=1 2 3 4 -6 -7
leaf_value=0.0061627426791385151 0.01243977186133602 0.00059445116643402093 -0.011781917569089608 -0.0030424428254169932 0.026294088065543716 -0.029609128044752908
leaf_weight=0.0019591035558582572 0.0011289174863756231 0.0010200050432262815 0.0017185336459129494 0.0012414784788924737 0.0010117118179707855 0.0010034998593406882
leaf_count=505 530 339 275 231 1211 819
internal_value=0 -0.00175258 -0.00442504 0.00064891 0.01013 -0.0143842
internal_weight=0 0.00712415 0.00599523 0.00397172 0.00225319 0.0020235
internal_count=3910 3405 2875 1717 1442 1158
is_linear=0
shrinkage=0.1


Tree=6902
num_leaves=7
num_cat=0
split_feature=11 3 47 1 3 13
split_gain=1.83762e-05 1.974e-05 3.48944e-05 3.96448e-05 5.49298e-05 3.66297e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.088010000000000019 0.045635000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0002624918845131428 -0.00025237296478776276 -0.00029421768732331826 -0.00027052408352662508 0.00052549746537859882 -5.9924128779367842e-07 0.00016221757271746141
leaf_weight=0.0011424509992667047 0.0010499933018349181 0.0017182192772593786 0.0016080958463827897 0.001246830539584957 0.0019663914855305702 0.0011144122616262094
leaf_count=222 304 1586 371 709 332 386
internal_value=0 2.20693e-05 -1.38169e-05 5.44629e-05 0.000203543 -0.000114647
internal_weight=0 0.0087964 0.00765395 0.00604585 0.00321322 0.00283263
internal_count=3910 3606 3384 3013 1041 1972
is_linear=0
shrinkage=0.00196078


Tree=6903
num_leaves=7
num_cat=0
split_feature=1 4 2 2 47 52
split_gain=1.11589e-05 2.86827e-05 1.56948e-05 2.72417e-05 4.15944e-05 3.39594e-05
threshold=0.076710000000000014 -0.083329999999999987 0.11462500000000002 0.096750000000000017 0.09252500000000001 -0.0025949999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.0032280431152168672 -0.0028678134839011261 -0.016858696628870906 0.011561829438803788 -0.0136247947693746 -0.012348199477509716 0.020967753912739286
leaf_weight=0.0017082872056294509 0.0010173303337773381 0.0012175656242086107 0.0014270137276085962 0.001172072535680242 0.0010862579127102687 0.0014492421913807458
leaf_count=454 341 1554 413 295 223 630
internal_value=0 -0.00513086 0.00237099 -0.00040482 0.00395643 0.0111368
internal_weight=0 0.00292585 0.00615192 0.0047249 0.00355283 0.00246657
internal_count=3910 2008 1902 1489 1194 971
is_linear=0
shrinkage=0.1


Tree=6904
num_leaves=7
num_cat=0
split_feature=52 13 3 4 4 2
split_gain=1.06111e-05 3.53692e-05 2.7709e-05 3.5239e-05 4.8085e-05 3.2991e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.016619999999999996 0.074650000000000008 -0.083329999999999987 0.085805000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.01856004240417573 -0.0087728648586883687 0.0099593797445710272 0.0060195982322159194 0.01898254447994174 -0.01690318886571639 -0.01615638545346949
leaf_weight=0.0010312754498864683 0.0012066851975534023 0.0015042559776855056 0.0010209187462004508 0.0011467851428039557 0.0011963293275083092 0.0019564788271286479
leaf_count=169 647 640 188 279 1578 409
internal_value=0 0.001299 -0.00130928 0.00429607 -0.00194044 -0.00855247
internal_weight=0 0.00785604 0.00682477 0.00384737 0.00270059 0.0029774
internal_count=3910 3263 3094 2497 2218 597
is_linear=0
shrinkage=0.1


Tree=6905
num_leaves=7
num_cat=0
split_feature=52 160 2 13 13 3
split_gain=1.19616e-05 2.9685e-05 2.76093e-05 2.75034e-05 6.28518e-05 3.43018e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0022697610988905051 -0.017442844529862358 -0.013551521459914444 0.01738501401887059 0.025681895560208574 -0.014416806876151793 0.0077732449839513044
leaf_weight=0.0019188675036761122 0.0011043427671445878 0.001058726411808094 0.0011388735631336435 0.0010367547701588208 0.0013729950065964644 0.0014141181075689275
leaf_count=694 924 127 496 484 966 219
internal_value=0 -0.00263679 0.00505077 0.000712031 0.00466123 -0.00315808
internal_weight=0 0.00598694 0.00305774 0.00488259 0.00382387 0.00278711
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=6906
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 52
split_gain=3.98767e-05 3.40996e-05 4.94584e-05 4.31463e-05 6.18134e-05 2.68689e-05
threshold=0.077330000000000024 -0.062599999999999989 -0.053579999999999996 -0.09547499999999999 -1.0000000180025095e-35 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00052888309864963833 -0.000379885342718592 0.00019369730527664581 1.3586553681948616e-05 -0.00021040617227375175 -0.00050550427353636537 0.00018511323537996236
leaf_weight=0.0011153962205898314 0.0010034871002591794 0.0018351259229600868 0.0020005095433219822 0.0012086246193980371 0.0013807130166275678 0.0014556850908685559
leaf_count=792 279 348 874 244 1033 340
internal_value=0 3.22098e-05 0.000198047 -5.56675e-05 -0.000168798 5.69172e-06
internal_weight=0 0.00899605 0.00311591 0.00588015 0.00404502 0.00266431
internal_count=3910 3631 1666 1965 1617 584
is_linear=0
shrinkage=0.00196078


Tree=6907
num_leaves=8
num_cat=0
split_feature=52 0 151 2 0 0 3
split_gain=3.41329e-05 3.84323e-05 3.73961e-05 5.22646e-05 8.85953e-05 5.06355e-05 3.21869e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.0008699999999999999 0.11005500000000001 -0.032484999999999993 -0.08824499999999999 -0.075679999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.00014152838859449543 -0.00039770305812489808 3.814276334409992e-05 -0.00018256014618737876 0.00029070419210530765 -0.00059809051936469276 0.00034831071716817554 0.00050835702266745968
leaf_weight=0.0011757221781986478 0.0012673407866127242 0.0010222108888355498 0.0015998777120324304 0.0014801327189569689 0.0011557617535486032 0.0012156565375560082 0.0012369615817005818
leaf_count=128 372 631 601 361 144 1242 431
internal_value=0 0.000145975 -9.43093e-05 -2.37767e-05 -0.000140986 4.66527e-05 0.000295599
internal_weight=0 0.00343489 0.00671877 0.00545143 0.0039713 0.00281553 0.00225917
internal_count=3910 1190 2720 2348 1987 1843 1062
is_linear=0
shrinkage=0.00196078


Tree=6908
num_leaves=7
num_cat=0
split_feature=1 12 15 52 52 2
split_gain=1.0635e-05 2.27367e-05 1.72052e-05 3.42983e-05 4.00399e-05 3.79192e-05
threshold=0.076710000000000014 0.086865000000000012 1.0000000180025095e-35 -0.081429999999999989 -0.0066199999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.015724544451967037 0.01996556405612776 0.0022500796842320403 -0.0082230849762418897 -0.016759856612042365 -0.0088198293220855106 0.015583055538914946
leaf_weight=0.0011815605722705663 0.001163360407531803 0.0017401646463587124 0.0012381101865551244 0.0010053294706535445 0.0010091160960446627 0.0017256870339661446
leaf_count=772 422 1236 571 239 313 357
internal_value=0 -0.00501895 0.00231017 0.00496977 0.000305355 0.00657863
internal_weight=0 0.00292173 0.0061416 0.00490349 0.00374013 0.0027348
internal_count=3910 2008 1902 1331 909 670
is_linear=0
shrinkage=0.1


Tree=6909
num_leaves=7
num_cat=0
split_feature=11 43 1 0 2 3
split_gain=2.30584e-05 2.08751e-05 3.89369e-05 5.63925e-05 4.93879e-05 6.43664e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.095575000000000007 -0.15007499999999999 0.099015000000000006 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00025915862085798568 -0.00027754819423713405 -0.00049147999941410894 -0.00013089100992815742 0.0003888043697273552 0.0001960282835789885 9.9153222656745869e-05
leaf_weight=0.001292226733661658 0.0010568819927355292 0.0018833354901634078 0.001477492665539165 0.0017578185372021131 0.0012376962474608582 0.0011380498585990631
leaf_count=231 304 1886 162 748 447 132
internal_value=0 2.89977e-05 -1.0688e-05 0.000151471 -0.000133869 -0.000269009
internal_weight=0 0.00878662 0.00749439 0.00323531 0.00425908 0.00302139
internal_count=3910 3606 3375 910 2465 2018
is_linear=0
shrinkage=0.00196078


Tree=6910
num_leaves=7
num_cat=0
split_feature=484 1 43 12 1 16
split_gain=1.06057e-05 2.46501e-05 4.07673e-05 5.55045e-05 4.59928e-05 8.52275e-05
threshold=0.073820000000000011 0.12263000000000002 -0.15648499999999999 0.091475000000000015 0.094485000000000013 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.014176560022631214 0.0086907487585670181 0.010978116701456861 0.0069108780936049654 -0.023707538086223771 0.012267685752402387 -0.030903915467928214
leaf_weight=0.0010447977937362131 0.0012037954779899026 0.0013374316847124161 0.0013489773220795138 0.0015083525687526007 0.0015510363474359272 0.0010677923877884081
leaf_count=250 503 333 616 978 384 846
internal_value=0 -0.00138883 -0.00392525 -0.0073789 -0.00117161 -0.00979669
internal_weight=0 0.00785839 0.00652096 0.00547616 0.00396781 0.00241677
internal_count=3910 3407 3074 2824 1846 1462
is_linear=0
shrinkage=0.1


Tree=6911
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 0
split_gain=1.10835e-05 2.73841e-05 3.47435e-05 4.30653e-05 5.4823e-05 7.43382e-05 1.90144e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.085425000000000015 -0.06402999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.013108283062631829 -0.0098780982284184041 -0.017903959397461665 -0.01656235654772099 0.019485774979045932 -0.022043655337097498 0.024794544145339378 0.0025711677313686012
leaf_weight=0.0015563717751040373 0.001017683533824411 0.0010946792077864654 0.0010751966469645215 0.0010805046881640834 0.0011049613120642627 0.0011030784371227984 0.001004746872985835
leaf_count=804 715 766 335 535 331 247 177
internal_value=0 0.00120023 -0.00166731 0.00164348 -0.0028525 0.00380956 -0.00731963
internal_weight=0 0.00801954 0.00646317 0.00536849 0.00428798 0.00318302 0.00207994
internal_count=3910 3195 2391 1625 1090 759 512
is_linear=0
shrinkage=0.1


Tree=6912
num_leaves=7
num_cat=0
split_feature=52 13 150 47 1 16
split_gain=9.71453e-06 3.43611e-05 2.71993e-05 4.55275e-05 5.45283e-05 4.08757e-05
threshold=0.11401500000000002 -0.23438999999999996 0.087235000000000021 0.09252500000000001 0.090355000000000005 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.018265157998797181 -0.0084315615267019084 0.012654135424255756 -0.015763909394567847 -0.014321159310427753 0.022403588532895938 -0.011569646981121973
leaf_weight=0.0010295793713462091 0.0011970124770107364 0.0011955470431219224 0.0010962087567264588 0.0013863603026812686 0.0014382560626685337 0.0016691348126810516
leaf_count=169 647 644 322 305 636 1187
internal_value=0 0.00124247 -0.00134042 0.00143869 0.00651634 -0.00146009
internal_weight=0 0.00781509 0.00678551 0.0056893 0.00430294 0.00286468
internal_count=3910 3263 3094 2772 2467 1831
is_linear=0
shrinkage=0.1


Tree=6913
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 12 4
split_gain=2.23421e-05 2.52285e-05 4.51281e-05 4.93553e-05 4.42743e-05 3.56656e-05 5.92224e-05
threshold=1.0000000180025095e-35 -0.23438999999999996 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 0.088325000000000015 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00028475071147845987 -0.00027528539248332476 -0.00034603457195923161 0.00034269501579388845 -0.00044024582262226016 -0.0002739528872428688 0.00036586928847091366 0.00028806340787130251
leaf_weight=0.0012513151354724321 0.0010538437694195641 0.0011124736727927071 0.0011490929400706888 0.0011874218402244925 0.0016333919298113669 0.0012863349761823139 0.0012902925551141098
leaf_count=200 304 217 406 345 1048 1264 126
internal_value=0 2.66246e-05 -1.55476e-05 -7.87826e-05 1.8581e-06 9.37868e-05 -2.59215e-05
internal_weight=0 0.00891032 0.00765901 0.00650991 0.00532249 0.00421002 0.00292368
internal_count=3910 3606 3406 3000 2655 2438 1174
is_linear=0
shrinkage=0.00196078


Tree=6914
num_leaves=9
num_cat=0
split_feature=11 43 15 4 52 3 16 13
split_gain=5.94255e-05 2.93137e-05 6.33681e-05 5.14297e-05 2.67671e-05 8.84651e-05 2.7574e-05 7.06831e-05
threshold=0.078340000000000007 -0.049504999999999987 -0.053579999999999996 -0.083804999999999977 -0.0041199999999999995 0.096385000000000012 -0.19424999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -6 -8
right_child=-2 4 3 -5 6 -7 7 -9
leaf_value=0.00054678288063052564 -0.00046379526722559248 -0.00064345059612427185 0.00030389102520361831 -0.00030590101015595287 -0.00013982231769856147 0.00014522366178124077 -0.00017040273272929651 0.00050980420637115767
leaf_weight=0.0012021415610818228 0.0010005621159632017 0.0010058296765796705 0.0010131039885887703 0.0011191876662364321 0.0016540039058293692 0.0011982005665860957 0.0011072755801130006 0.0012508446059358068
leaf_count=813 263 351 282 642 306 171 876 206
internal_value=0 3.84651e-05 0.000186785 -1.61739e-05 -4.10959e-05 -0.000214695 5.42696e-05 0.000190407
internal_weight=0 0.00955059 0.00333443 0.00213229 0.00621615 0.00220403 0.00401212 0.00235812
internal_count=3910 3647 1737 924 1910 522 1388 1082
is_linear=0
shrinkage=0.00196078


Tree=6915
num_leaves=6
num_cat=0
split_feature=43 43 4 13 48
split_gain=1.15027e-05 2.39359e-05 2.30454e-05 2.69942e-05 4.25759e-05
threshold=-0.057994999999999998 -0.093039999999999984 -0.23071499999999998 -0.0041499999999999983 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0028105374969266518 -0.015283839518495124 0.014646709767593 -0.010478601404112692 0.014675418185276456 -0.0093758602543546326
leaf_weight=0.0018082050233184453 0.0011634602902624441 0.0013885401813441402 0.0015247624237988925 0.0019788747818464394 0.0011718822236490237
leaf_count=602 241 1172 1311 437 147
internal_value=0 0.0047722 -0.00268987 0.000444022 0.00572986
internal_weight=0 0.00319675 0.00583898 0.00467552 0.00315076
internal_count=3910 1774 2136 1895 584
is_linear=0
shrinkage=0.1


Tree=6916
num_leaves=8
num_cat=0
split_feature=11 160 13 52 2 0 0
split_gain=3.41248e-05 3.16821e-05 4.49485e-05 3.27986e-05 6.91986e-05 4.21977e-05 6.33625e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 0.10433000000000002 0.10796500000000002 -0.10575999999999998 -0.07773999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00034080897328347086 -0.00035217770355379315 -0.00028493748807308263 0.00033241945672761431 0.00029227531639159905 -0.0004987499434089273 -0.00046034165666462162 0.00015779049036383381
leaf_weight=0.0018296345993749179 0.0010068438079589509 0.001094772230180876 0.0013273351807678766 0.0011390575214452895 0.0011514595453973797 0.0010826888863947589 0.0015508099170183482
leaf_count=361 279 364 173 568 360 1269 536
internal_value=0 2.80926e-05 7.05003e-05 -8.61313e-06 -7.56533e-05 4.73457e-05 -9.63371e-05
internal_weight=0 0.00917576 0.00808099 0.00625135 0.00511229 0.00396083 0.0026335
internal_count=3910 3631 3267 2906 2338 1978 1805
is_linear=0
shrinkage=0.00196078


Tree=6917
num_leaves=7
num_cat=0
split_feature=50 133 52 4 3 1
split_gain=1.00788e-05 2.31355e-05 3.59479e-05 5.03839e-05 5.29232e-05 3.83853e-05
threshold=0.086465000000000014 0.087615000000000012 1.0000000180025095e-35 -0.034289999999999994 -0.074234999999999982 0.11183500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.020074510972260168 -0.0093924782660034095 -0.012151131050834018 0.015288029034969432 0.022159831233652182 0.0055645453994836265 -0.018785987276913406
leaf_weight=0.0010908863866477547 0.0010244998357695654 0.00112570869468383 0.0018378848174063264 0.0011599128060153542 0.0017912195873461944 0.0010137361453801128
leaf_count=495 715 744 928 482 312 234
internal_value=0 0.00114059 0.00331108 -0.00104282 0.00419352 -0.00323596
internal_weight=0 0.00801935 0.00689364 0.00505575 0.00396487 0.00280496
internal_count=3910 3195 2451 1523 1028 546
is_linear=0
shrinkage=0.1


Tree=6918
num_leaves=7
num_cat=0
split_feature=52 160 0 52 2 0
split_gain=1.14593e-05 3.47371e-05 2.7998e-05 1.99206e-05 6.22957e-05 6.19693e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.10433000000000002 0.10393500000000001 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0081755240039538234 -0.018630265130176304 -0.0078545302038779876 0.011954919186058462 0.013497300400493359 -0.020839352029233593 0.022899375251084427
leaf_weight=0.0010599060712683933 0.0011014404919518798 0.0014107655164613112 0.0019845623111794941 0.0010151634735337629 0.0012286023454221376 0.0012233788214983349
leaf_count=128 924 607 1062 251 286 652
internal_value=0 -0.0025902 0.00494667 0.00103167 -0.0022444 0.00642854
internal_weight=0 0.00597935 0.00304447 0.00487791 0.00386275 0.00263414
internal_count=3910 2720 1190 1796 1545 1259
is_linear=0
shrinkage=0.1


Tree=6919
num_leaves=7
num_cat=0
split_feature=1 2 150 4 4 13
split_gain=1.14114e-05 2.15796e-05 1.93143e-05 7.01553e-05 3.15161e-05 1.43387e-05
threshold=0.10786000000000001 0.114165 0.083205000000000015 -1.0000000180025095e-35 -0.08422499999999998 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0027028580549897192 -0.0021138337817771294 0.014979305113983592 0.0088032702428978548 -0.024616323395723654 0.013908092845552555 -0.0141276836775985
leaf_weight=0.0010140907529168507 0.0017914273121835047 0.0012567111044374411 0.0011904967483951281 0.0013619547074410856 0.0013777141656695674 0.0010106814649483659
leaf_count=335 363 389 347 636 1466 374
internal_value=0 0.00493346 -0.00258984 -0.00543665 0.00224064 -0.00569824
internal_weight=0 0.00304814 0.00595494 0.00476444 0.00340249 0.00202477
internal_count=3910 752 3158 2811 2175 709
is_linear=0
shrinkage=0.1


Tree=6920
num_leaves=8
num_cat=0
split_feature=11 160 13 39 3 4 2
split_gain=3.14242e-05 2.31311e-05 4.35595e-05 4.31064e-05 3.7732e-05 9.46168e-05 4.26727e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 0.005105000000000001 -0.08348499999999999 -0.0077799999999999996 0.10705000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00033479399626290247 -0.00033690648932949775 -0.00024273803258600057 0.00016036016414008864 0.00033943094315608589 -0.00071028802536598828 0.00020913093931398545 -0.00031234830229857284
leaf_weight=0.0017723917698586724 0.0010125227316666553 0.0010749827927950548 0.0016021360618013836 0.0010952831981109207 0.001007583698699928 0.00151031347465632 0.0010045955453676968
leaf_count=361 279 364 1005 351 905 470 175
internal_value=0 2.72996e-05 6.36203e-05 -1.36518e-05 -8.9116e-05 -0.000202585 8.22917e-07
internal_weight=0 0.00906729 0.0079923 0.00621991 0.00512463 0.00352249 0.00251491
internal_count=3910 3631 3267 2906 2555 1550 645
is_linear=0
shrinkage=0.00196078


Tree=6921
num_leaves=7
num_cat=0
split_feature=50 4 151 16 43 16
split_gain=1.07367e-05 2.36227e-05 2.26493e-05 4.50815e-05 2.01933e-05 3.71547e-05
threshold=0.086465000000000014 0.28937500000000005 -0.024429999999999997 -0.092424999999999993 -0.091114999999999988 0.18126
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.010701791435612484 -0.009727094471193418 0.014832153917346139 -0.017263960217490583 -0.0095320418028777623 0.017497100088580169 -0.0056642816887664251
leaf_weight=0.0013373572187874603 0.0010165254006555399 0.0010945101822958823 0.001716945380882285 0.0010579596711421078 0.0014855145211326954 0.0012975889580534193
leaf_count=449 715 396 482 345 1103 420
internal_value=0 0.00118432 -0.00098202 -0.00379336 0.00222797 0.00669838
internal_weight=0 0.00798988 0.00689537 0.00555801 0.00384106 0.0027831
internal_count=3910 3195 2799 2350 1868 1523
is_linear=0
shrinkage=0.1


Tree=6922
num_leaves=8
num_cat=0
split_feature=11 43 2 13 15 52 13
split_gain=2.18203e-05 2.603e-05 4.60623e-05 2.97173e-05 5.60013e-05 1.74643e-05 1.66472e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 0.093815000000000009 -0.09547499999999999 -1.0000000180025095e-35 -0.010284999999999997 -0.010739999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.00017688637007473836 -0.0002767002205364474 0.00015842699622120113 0.00051248826789098713 -0.00015477324349560262 -0.00047097443495345941 0.00016851445541655517 -0.00017835760307715863
leaf_weight=0.0010184414976051005 0.0010399304035654351 0.001747833850602315 0.0010098457254727241 0.0011845787845863617 0.0013590897013999576 0.0014037443897684115 0.0010102467489208015
leaf_count=809 304 336 516 244 1030 337 334
internal_value=0 2.376e-05 0.000170312 -5.44283e-05 -0.000148676 2.05578e-05 -1.81245e-08
internal_weight=0 0.00873378 0.00303853 0.00569525 0.00394741 0.00258832 0.00202869
internal_count=3910 3606 1659 1947 1611 581 1143
is_linear=0
shrinkage=0.00196078


Tree=6923
num_leaves=7
num_cat=0
split_feature=47 43 16 16 4 2
split_gain=1.05486e-05 2.76113e-05 4.89785e-05 4.01021e-05 2.62722e-05 6.2689e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15100500000000003 -0.00083999999999999993 -0.0040999999999999986 0.096750000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.013774486011760135 0.007557350575249683 -0.015220459584694996 -0.021274737228806871 0.018002246331725737 0.016549766258946039 -0.013673747558011727
leaf_weight=0.0010117590434798995 0.0015162553325135152 0.0013899052511650288 0.0013081122229148291 0.0010337616047547968 0.0013923525910405617 0.0013533241382455163
leaf_count=251 290 1509 480 448 529 403
internal_value=0 -0.00158897 -0.0039887 0.000385568 -0.00401803 0.00165282
internal_weight=0 0.00748921 0.00647746 0.00516934 0.00413558 0.00274568
internal_count=3910 3620 3369 2889 2441 932
is_linear=0
shrinkage=0.1


Tree=6924
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 4
split_gain=1.18586e-05 3.09482e-05 2.6539e-05 4.93519e-05 3.07169e-05 4.18751e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.01176726545650268 0.008838799269083231 0.013934458436548565 0.0097257443709313062 -0.025350472030867894 -0.016042126455483568 0.0080049979966653525
leaf_weight=0.0011651387453785241 0.0012874241215119634 0.0011078176087848078 0.0011426574659425303 0.0011585002783625238 0.0019825143813229805 0.0011408800503891576
leaf_count=219 239 424 220 164 2390 254
internal_value=0 -0.00153024 -0.00413006 -0.00703668 -0.00208941 -0.00725845
internal_weight=0 0.00769751 0.00658969 0.00544703 0.00428853 0.00312339
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.1


Tree=6925
num_leaves=7
num_cat=0
split_feature=0 51 2 0 43 13
split_gain=1.11848e-05 2.80276e-05 2.55125e-05 3.27364e-05 3.18844e-05 4.53956e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.099015000000000006 -0.15517999999999996 -0.083899999999999988 -0.0024749999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.014766939709564214 0.0066034905802175433 0.010626240417893876 -0.0020991942937424249 0.022134795441904588 -0.026230423626686573 0.0015987912103246262
leaf_weight=0.0013660513693279242 0.0019752257796191554 0.0010099204855071285 0.0011646088673918969 0.0010691434790954856 0.0010420860272765463 0.0013397231701272462
leaf_count=540 446 539 162 574 1385 264
internal_value=0 -0.00191841 0.00120163 0.00949995 -0.00426354 -0.010577
internal_weight=0 0.00699153 0.00562548 0.00223375 0.00339173 0.00238181
internal_count=3910 3464 2924 736 2188 1649
is_linear=0
shrinkage=0.1


Tree=6926
num_leaves=7
num_cat=0
split_feature=1 12 3 3 133 3
split_gain=1.02718e-05 3.07648e-05 7.64597e-05 2.88138e-05 2.88248e-05 2.91297e-05
threshold=0.10113500000000002 0.090840000000000018 0.12046500000000002 -0.115685 0.077945 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.01129541833876509 0.025771044105864407 -0.009360727395770832 -0.0094605644179699272 -0.021274098078547694 0.0054793913061477939 -0.00079311891588264142
leaf_weight=0.0011299088498298703 0.0014016038446128089 0.0011696948631449572 0.0010989517572582534 0.0016048693402594863 0.0013209978786062485 0.0012241316751578299
leaf_count=254 426 330 231 1422 1060 187
internal_value=0 0.00402558 0.0102873 -0.00286217 -0.00671681 -0.0124118
internal_weight=0 0.00367025 0.00250056 0.00527991 0.00415 0.002829
internal_count=3910 987 657 2923 2669 1609
is_linear=0
shrinkage=0.1


Tree=6927
num_leaves=7
num_cat=0
split_feature=11 13 39 457 43 0
split_gain=2.19548e-05 2.14756e-05 4.01289e-05 3.70524e-05 4.50246e-05 6.77019e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.074254999999999988 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00021568078844301348 -0.00027757127549232611 8.2724640254743377e-05 0.00032669548105802837 0.00022980593875494262 -9.2383032366566566e-05 -0.00073056131427957612
leaf_weight=0.0018542188019402923 0.0010034058639231515 0.0016880423954970794 0.0010598210995740841 0.0011167059815320448 0.0017637150934037928 0.0010023167150101622
leaf_count=389 304 1057 387 200 215 1358
internal_value=0 2.91385e-05 -2.30272e-05 -8.95607e-05 -0.000169631 -0.000323637
internal_weight=0 0.00848482 0.0066306 0.00557078 0.00445407 0.00276603
internal_count=3910 3606 3217 2830 2630 1573
is_linear=0
shrinkage=0.00196078


Tree=6928
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 15 4
split_gain=2.58726e-05 2.96008e-05 4.79168e-05 6.07835e-05 6.63913e-05 3.14755e-05 3.69114e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 -0.074174999999999977 0.044585000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00024257525297428608 -0.00029872779282597191 0.0002798266120244861 0.0003423809149665597 -0.00054083879797107244 0.00041267715956500787 -0.00034786865503549431 -0.00023542999749008193
leaf_weight=0.0019317751532379147 0.0010415889721581582 0.0010519033019863581 0.0011045748699101098 0.0010081576440333232 0.0010961147372242179 0.0015660212711296004 0.0010867896874285558
leaf_count=389 304 401 387 328 430 1463 208
internal_value=0 2.79916e-05 -3.1967e-05 -0.000103149 -1.12357e-05 -0.000136659 1.79959e-05
internal_weight=0 0.00884534 0.00691356 0.00580899 0.00480083 0.00370471 0.00213869
internal_count=3910 3606 3217 2830 2502 2072 609
is_linear=0
shrinkage=0.00196078


Tree=6929
num_leaves=8
num_cat=0
split_feature=13 39 51 47 0 43 16
split_gain=1.03994e-05 2.09684e-05 2.09577e-05 2.96053e-05 4.86639e-05 6.65403e-05 3.18588e-05
threshold=-0.23438999999999996 0.005105000000000001 0.08955500000000001 0.09252500000000001 -0.099024999999999988 -0.083899999999999988 -0.095609999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0087473215290779713 0.0011998202363249445 0.011424359105887523 -0.016750058934237248 -0.015729462831933633 0.011380496968096017 -0.022582583595852763 0.025138671531777769
leaf_weight=0.0011705386846799764 0.0011229927390243796 0.0011011876564082264 0.0010087330491387195 0.0011132460478610363 0.0010317902954471551 0.001308328565912718 0.0011009608213602439
leaf_count=210 250 419 367 289 566 1653 156
internal_value=0 -0.00136195 -0.00346784 -0.00110789 0.00245853 -0.0076078 0.0130507
internal_weight=0 0.00778724 0.00668605 0.00567732 0.00456407 0.00234012 0.00222395
internal_count=3910 3700 3281 2914 2625 2219 406
is_linear=0
shrinkage=0.1


Tree=6930
num_leaves=9
num_cat=0
split_feature=11 48 15 15 3 4 1 15
split_gain=3.30527e-05 3.70663e-05 5.11457e-05 8.86732e-05 4.72796e-05 4.27202e-05 3.7082e-05 2.59256e-05
threshold=0.077330000000000024 0.096835000000000018 -0.017214999999999998 -0.089594999999999994 0.10666500000000002 -0.076854999999999993 0.094485000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
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leaf_weight=0.0010970581538500362 0.0010136284994144854 0.0014059790567576861 0.0010552079727344703 0.0010060785998547493 0.0010868280162765237 0.0011499864434576785 0.0013234975811192888 0.0011013635314975135
leaf_count=393 279 339 126 645 89 737 390 912
internal_value=0 3.24836e-05 -2.02149e-05 -0.000199769 0.000119829 3.21276e-06 3.58358e-06 0.000165963
internal_weight=0 0.009226 0.00782002 0.00342663 0.00439339 0.00330656 0.00242056 0.00215657
internal_count=3910 3631 3292 1428 1864 1775 783 1038
is_linear=0
shrinkage=0.00196078


Tree=6931
num_leaves=7
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split_feature=42 51 12 0 43 48
split_gain=1.1096e-05 3.10983e-05 3.61516e-05 5.89296e-05 3.2811e-05 4.28511e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.098845000000000016 -0.074249999999999997 -0.0037249999999999996 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_weight=0.0010307943165749752 0.0011891675402308944 0.0010272582793954552 0.0010075930287489036 0.0015705905296311525 0.0016449589894748399 0.0014884527679481308
leaf_count=440 585 1190 413 515 564 203
internal_value=0 0.00122861 0.00385957 0.00693064 0.000700585 0.00578521
internal_weight=0 0.00792802 0.00673885 0.00573126 0.00416067 0.00313341
internal_count=3910 3470 2885 2472 1957 767
is_linear=0
shrinkage=0.1


Tree=6932
num_leaves=8
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split_feature=1 12 3 151 4 4 15
split_gain=1.14012e-05 2.80954e-05 3.91143e-05 3.55809e-05 2.46415e-05 2.17319e-05 2.89739e-05
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decision_type=2 2 2 2 2 2 2
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right_child=5 2 -4 4 -6 6 -8
leaf_value=0.0060393003497414425 0.015433868527768693 0.019730125705808756 -0.0067330448504299648 -0.0058777835429674984 -0.028000829930545854 0.0080882884232646949 -0.013774603966160688
leaf_weight=0.0010061444226503622 0.0011782868550170387 0.0010348533481125436 0.0012134883028034446 0.0010024300252800254 0.0010115060308177118 0.0014505624587457437 0.0010413161735850901
leaf_count=301 437 809 923 334 556 367 183
internal_value=0 -0.00301634 0.00544727 -0.00931719 -0.0169892 0.00424351 -0.00104786
internal_weight=0 0.00526842 0.00224834 0.00302008 0.00201394 0.00367017 0.00249188
internal_count=3910 2923 1732 1191 890 987 550
is_linear=0
shrinkage=0.1


Tree=6933
num_leaves=8
num_cat=0
split_feature=52 52 12 160 160 0 3
split_gain=2.01076e-05 3.80781e-05 3.4342e-05 3.7565e-05 3.73761e-05 3.6199e-05 8.65102e-05
threshold=-0.26295999999999992 -0.088779999999999984 0.10129000000000001 -0.079684999999999992 0.043720000000000009 -0.10462499999999998 -0.069909999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.00027253196445198454 0.00035326204637735087 -0.00027426166802559034 -0.00035616753121828855 -4.0098065159217419e-05 -0.00021947476579676857 2.2174937738969854e-05 0.00075475651143577652
leaf_weight=0.0010129456431842597 0.0011428073432100073 0.0013254482739948319 0.0010706402705619325 0.0017386755865524605 0.0011536599867789836 0.0014905428621870315 0.0010608251810084253
leaf_count=437 400 685 389 302 317 1131 249
internal_value=0 1.88881e-05 -2.98536e-05 2.17577e-05 9.38333e-05 0.000178087 0.000326773
internal_weight=0 0.0089826 0.00783979 0.00676915 0.0054437 0.00429004 0.00255137
internal_count=3910 3473 3073 2684 1999 1682 1380
is_linear=0
shrinkage=0.00196078


Tree=6934
num_leaves=8
num_cat=0
split_feature=4 1 12 3 2 42 12
split_gain=3.56138e-05 6.11859e-05 4.32372e-05 4.67856e-05 5.52223e-05 7.27339e-05 9.69913e-05
threshold=0.24280000000000004 0.11198000000000001 -0.036459999999999992 0.11476000000000001 0.094010000000000024 0.085195000000000007 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.00044299705307703142 -0.00013667363645786804 0.00051162417300835907 0.00013814766030891489 0.00030765738532324068 -0.00042809992506691753 0.00041396778168542814 -0.00059801217972147889
leaf_weight=0.001040903753073869 0.0010496495281182457 0.0011991187886705725 0.0017473819493853814 0.0013872427851878404 0.0014226152852293422 0.0012539071351800814 0.0011350692651369003
leaf_count=279 196 353 198 129 763 963 1029
internal_value=0 0.000209021 -7.032e-05 -1.44737e-05 -9.48616e-05 1.97489e-05 -0.000151742
internal_weight=0 0.00224877 0.00798712 0.00694622 0.00555897 0.00413636 0.00288245
internal_count=3910 549 3361 3082 2953 2190 1227
is_linear=0
shrinkage=0.00196078


Tree=6935
num_leaves=8
num_cat=0
split_feature=52 13 48 12 16 1 0
split_gain=1.11309e-05 3.92196e-05 2.71184e-05 3.36399e-05 6.66275e-05 6.24214e-05 2.07669e-05
threshold=0.11401500000000002 -0.094679999999999986 0.091555000000000011 0.095920000000000019 -0.057604999999999996 0.090540000000000023 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0031409108543221419 -0.0090668421343253671 -0.028257580818118511 0.011504328669048443 0.0098767200969593662 -0.015484343402098514 0.01758173093039421 0.02333261155914667
leaf_weight=0.0010177080995299149 0.0011873732374784859 0.0013547617940440617 0.0010640004017101719 0.0010195358627222758 0.0012432477775776514 0.001055694875409728 0.0010197349953934606
leaf_count=223 647 1075 295 521 664 302 183
internal_value=0 0.00132837 -0.00290417 -0.00618469 -0.0106665 -0.000300109 0.0132468
internal_weight=0 0.00777468 0.00573724 0.00467324 0.0036537 0.00229894 0.00203744
internal_count=3910 3263 2857 2562 2041 966 406
is_linear=0
shrinkage=0.1


Tree=6936
num_leaves=8
num_cat=0
split_feature=1 43 3 3 2 3 0
split_gain=1.73622e-05 2.63483e-05 6.39105e-05 2.63056e-05 3.89175e-05 3.45202e-05 5.19142e-05
threshold=0.10305000000000002 -0.075819999999999985 0.12046500000000002 -0.115685 0.10066500000000002 -0.078884999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.0001764846441158086 -0.00016965131604411722 0.00045014455367778405 -0.00014763270623960244 -0.00035713414599912831 -0.00048429200879525846 -0.00018935156699973558 0.0003704158265799472
leaf_weight=0.0012319856588768052 0.0010737298902269367 0.0015898597339128824 0.0012116962642583033 0.0010077398627036513 0.0010184767133078975 0.0013680579529895941 0.0011919962310889703
leaf_count=267 334 362 234 1511 468 206 528
internal_value=0 9.15083e-05 0.000191601 -7.78965e-05 -0.00014623 -4.97248e-05 7.12838e-05
internal_weight=0 0.00387529 0.00280156 0.00581826 0.00458627 0.00356779 0.00256005
internal_count=3910 930 596 2980 2713 2245 734
is_linear=0
shrinkage=0.00196078


Tree=6937
num_leaves=9
num_cat=0
split_feature=133 50 12 160 12 0 1 3
split_gain=3.67655e-05 4.00942e-05 4.92212e-05 6.02802e-05 3.99011e-05 7.20024e-05 6.99983e-05 2.49293e-05
threshold=0.098810000000000023 0.07992500000000001 -0.023959999999999995 0.087825000000000014 0.086935000000000012 -0.070894999999999986 0.085410000000000014 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.00032615880531814263 -0.00036677365698193124 -0.00034072700999583774 0.00074846077668336156 -0.00028930579159679252 -0.00033753814334049753 0.00032837433117661129 0.00034289916041149222 -6.2545744005047612e-05
leaf_weight=0.0010310397216920083 0.0010055066979494246 0.0010069670536745129 0.0011246389227389034 0.001100656465585566 0.0011565872754726674 0.001356376301709102 0.0012468752997315011 0.0010951507977617612
leaf_count=416 618 593 536 271 763 350 231 132
internal_value=0 2.82948e-05 7.41064e-05 0.000132394 0.000210015 2.18892e-05 0.000346386 0.00015331
internal_weight=0 0.00911829 0.00811132 0.00708029 0.00597963 0.00251296 0.00346667 0.00234203
internal_count=3910 3292 2699 2283 2012 1113 899 363
is_linear=0
shrinkage=0.00196078


Tree=6938
num_leaves=8
num_cat=0
split_feature=11 42 0 1 13 49 3
split_gain=3.19164e-05 2.70109e-05 4.91981e-05 6.83025e-05 8.02528e-05 5.33481e-05 5.51595e-05
threshold=0.077330000000000024 0.086325000000000013 0.047345000000000005 1.0000000180025095e-35 -0.0024749999999999993 -0.010424999999999999 0.096385000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.00040678447914169744 -0.00033434741927505486 -0.00018020673257046916 0.00042646220400649964 0.00059467415755826917 -0.0003399449612677438 0.00044638783532491088 -0.0001440897512627017
leaf_weight=0.0012144679579486192 0.0010264745414986015 0.0018684990945163349 0.0013211224315023843 0.0010436644959535852 0.0013060174443241548 0.0012172185490903439 0.0012157321097268081
leaf_count=1164 279 1399 163 413 162 231 99
internal_value=0 3.02076e-05 8.39309e-05 8.47352e-06 0.000113921 -2.02722e-05 0.000151329
internal_weight=0 0.00918672 0.00731822 0.0059971 0.00478263 0.00373897 0.00243295
internal_count=3910 3631 2232 2069 905 492 330
is_linear=0
shrinkage=0.00196078


Tree=6939
num_leaves=8
num_cat=0
split_feature=47 12 51 1 1 52 4
split_gain=1.6659e-05 2.7033e-05 3.74466e-05 4.52234e-05 7.52751e-05 4.99357e-05 7.26246e-05
threshold=0.10436500000000001 -0.0089849999999999982 0.08955500000000001 0.11183500000000002 0.092010000000000022 0.086950000000000013 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00033266346325053816 0.00017265856938900658 8.7524349848272836e-06 -0.00034206116382227812 0.00043886101708762984 -0.00049092303386572683 -0.00025921517641438514 0.00064368511183725383
leaf_weight=0.0010642792659656822 0.0016901867963447616 0.0019638189228304258 0.0010390738989508163 0.001013696159023296 0.0010207413261402558 0.001074463328067959 0.0010699716136660458
leaf_count=488 290 1047 382 196 412 702 393
internal_value=0 -4.10271e-05 2.191e-06 6.04234e-05 -1.43712e-05 0.000104033 0.000232683
internal_weight=0 0.00824604 0.00718177 0.00614269 0.005129 0.00410825 0.00303379
internal_count=3910 3620 3132 2750 2554 2142 1440
is_linear=0
shrinkage=0.00196078


Tree=6940
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 1 16
split_gain=3.07524e-05 2.47204e-05 3.50579e-05 5.09362e-05 5.75047e-05 4.23636e-05 2.17806e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.094695000000000015 -0.033174999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00041573027776010539 -0.00033647174966862988 -0.00032174380863789556 0.00028524400266006811 -0.00049019666019681338 0.00038333283069019828 9.5245164735459933e-05 1.3992077380803219e-05
leaf_weight=0.0010319060908707003 0.0010003662441950218 0.0019710213396244209 0.0011378715503560692 0.0010154985604279299 0.0011160734753700289 0.0017850113699507536 0.001043566676014272
leaf_count=298 279 1817 387 329 432 260 108
internal_value=0 2.57172e-05 -2.98265e-05 -9.07188e-05 -7.45522e-06 -0.000123575 0.000213733
internal_weight=0 0.00910095 0.00702548 0.0058876 0.00487211 0.00375603 0.00207547
internal_count=3910 3631 3225 2838 2509 2077 406
is_linear=0
shrinkage=0.00196078


Tree=6941
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 151 1 16
split_gain=2.92387e-05 3.1643e-05 3.94061e-05 5.72772e-05 4.77379e-05 3.59513e-05 0.000118564 2.17203e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.0088999999999999982 0.095575000000000007 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00044017468166170461 -0.00032006069875895369 -0.00043363966947388246 0.00030028396950599457 -0.0005197736079114618 0.00031443184084745519 -0.00043225894618372434 0.00039740426490886185 4.1381737506432426e-05
leaf_weight=0.0010523879826893144 0.0010208338979914864 0.0010330946004174857 0.0011478601530119726 0.0010191352423431412 0.0012939699883884274 0.0012783704795044535 0.0013739927234760673 0.0010479656322371627
leaf_count=298 279 316 387 329 509 1518 166 108
internal_value=0 2.96194e-05 -3.25642e-05 -9.62566e-05 -9.57579e-06 -0.000123335 -2.47195e-06 0.000241198
internal_weight=0 0.00924678 0.00714642 0.00599856 0.00497943 0.00368546 0.00265236 0.00210035
internal_count=3910 3631 3225 2838 2509 2000 1684 406
is_linear=0
shrinkage=0.00196078


Tree=6942
num_leaves=8
num_cat=0
split_feature=11 160 3 3 3 16 15
split_gain=2.53161e-05 2.43908e-05 3.33294e-05 4.04795e-05 7.36626e-05 3.10611e-05 3.84601e-05
threshold=0.077330000000000024 0.090735000000000024 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -0.09601999999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.00037973221607219825 -0.00029868038706051559 -0.00025108029028103498 -0.00033811906080969984 0.00049281761022775114 0.00018345088774592499 -0.00035695423618258156 7.5369279615983121e-05
leaf_weight=0.0010806550994404609 0.0010534508804056946 0.001108066125852617 0.0010871442313865453 0.0012688025994167674 0.0016066779460753031 0.0016621400929960504 0.0015097375537285809
leaf_count=226 279 364 1476 777 317 274 197
internal_value=0 2.19963e-05 5.88291e-05 1.02222e-05 7.28441e-05 -3.86673e-05 -0.000151179
internal_weight=0 0.00932322 0.00821516 0.0071345 0.00604736 0.00477856 0.00317188
internal_count=3910 3631 3267 3041 1565 788 471
is_linear=0
shrinkage=0.00196078


Tree=6943
num_leaves=7
num_cat=0
split_feature=16 0 2 160 16 2
split_gain=1.13264e-05 3.44276e-05 3.10019e-05 2.69253e-05 3.69659e-05 2.22733e-05
threshold=-0.067969999999999989 -0.084304999999999977 0.089910000000000004 -0.026849999999999995 0.25185000000000007 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -4
right_child=3 -3 5 4 -6 -7
leaf_value=-0.015990594345567623 0.0085636013959519818 0.017805752894935082 0.015748477773451185 -0.017681040505390544 0.0033115136915210668 -0.0049527226690381119
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leaf_count=621 749 815 291 791 442 201
internal_value=0 0.00359021 -0.0019719 -0.00348146 -0.00821725 0.00509434
internal_weight=0 0.00435415 0.00312962 0.00472018 0.00338808 0.00208078
internal_count=3910 1928 1113 1982 1233 492
is_linear=0
shrinkage=0.1


Tree=6944
num_leaves=9
num_cat=0
split_feature=133 50 160 12 43 47 4 0
split_gain=2.57996e-05 4.62139e-05 4.19986e-05 5.86654e-05 4.09639e-05 4.47583e-05 8.74047e-05 1.81668e-05
threshold=0.098810000000000023 0.086465000000000014 0.087825000000000014 -0.023959999999999995 -0.074254999999999988 0.077735000000000012 -0.06272999999999998 -0.070174999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
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leaf_weight=0.0010085460032309319 0.0010240001005766526 0.0010004948401808799 0.0011957410522697842 0.0010008273404282213 0.0011506183832143651 0.0010028585102524884 0.0019017168464871667 0.0010770592959849067
leaf_count=370 618 561 330 507 707 172 464 181
internal_value=0 1.61654e-05 6.39497e-05 0.000120894 0.00019296 7.82517e-05 0.000196329 0.000416825
internal_weight=0 0.00933786 0.00833737 0.00714163 0.00613308 0.00405519 0.00305234 0.00207789
internal_count=3910 3292 2731 2401 2031 1343 1171 688
is_linear=0
shrinkage=0.00196078


Tree=6945
num_leaves=8
num_cat=0
split_feature=133 50 156 12 160 16 12
split_gain=3.14998e-05 4.22497e-05 6.1692e-05 5.6218e-05 7.35708e-05 4.12732e-05 4.63952e-05
threshold=0.099765000000000006 0.07992500000000001 0.084090000000000012 -0.023959999999999995 0.087825000000000014 -0.013279999999999998 0.086935000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
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leaf_count=368 608 594 486 466 254 530 604
internal_value=0 2.47162e-05 7.12594e-05 0.000133889 0.000204855 0.00030018 0.00016743
internal_weight=0 0.00944761 0.00839046 0.00736807 0.00628847 0.0052316 0.00330904
internal_count=3910 3302 2708 2222 1854 1600 1070
is_linear=0
shrinkage=0.00196078


Tree=6946
num_leaves=8
num_cat=0
split_feature=4 1 12 2 4 49 15
split_gain=1.10073e-05 3.60118e-05 1.9712e-05 3.11176e-05 8.07687e-05 4.91582e-05 5.71022e-05
threshold=0.24280000000000004 0.11235500000000002 -0.023959999999999995 0.106285 -0.08422499999999998 -0.0092149999999999992 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.014894879025764481 -0.0069298682392744532 0.019790100007036775 -0.02489876175680944 0.013337768284456559 -0.013954409558444842 -0.0050779539425943078 0.026158754518914279
leaf_weight=0.0010097194495593429 0.0010098890006478298 0.0010077036690366789 0.0012994176157070571 0.0013893575114916935 0.0010181747224112473 0.0010510152978629669 0.0013205035446858342
leaf_count=284 206 343 612 454 312 702 997
internal_value=0 0.00641565 -0.00195606 0.000193261 -0.00370138 0.0044245 0.0123152
internal_weight=0 0.00201759 0.00708819 0.00607847 0.00468911 0.00338969 0.00237152
internal_count=3910 549 3361 3077 2623 2011 1699
is_linear=0
shrinkage=0.1


Tree=6947
num_leaves=7
num_cat=0
split_feature=50 133 52 12 4 1
split_gain=1.13512e-05 2.31804e-05 3.44161e-05 4.99388e-05 5.55102e-05 5.74392e-05
threshold=0.086465000000000014 0.087615000000000012 1.0000000180025095e-35 0.095920000000000019 -0.0031049999999999997 0.10688500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.023671168250168281 -0.010014957095763449 -0.012115334436555223 0.015030249380988545 0.018746357841483215 0.015452070316029246 -0.013100122610047338
leaf_weight=0.0012270340375338381 0.0010227098501625074 0.0011293826550512797 0.0018457128974348263 0.001030103634460218 0.0014739818393456506 0.0013497949017042871
leaf_count=659 715 744 928 298 325 241
internal_value=0 0.00116902 0.00333503 -0.000913427 -0.00591283 0.00180382
internal_weight=0 0.00805601 0.00692663 0.00508091 0.00405081 0.00282378
internal_count=3910 3195 2451 1523 1225 566
is_linear=0
shrinkage=0.1


Tree=6948
num_leaves=6
num_cat=0
split_feature=52 13 1 2 0
split_gain=1.10012e-05 3.75981e-05 3.3485e-05 3.52428e-05 2.81707e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.099015000000000006 -0.084304999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01902345931168083 -0.0089597706609556363 -0.010705432784728505 -0.013254921200484835 0.015665303852055435 0.0071920527195819947
leaf_weight=0.0010371154959280928 0.0012094729131996414 0.0019587042097503546 0.0017684119531980024 0.001486891885221974 0.0015961012220106342
leaf_count=169 647 1108 413 572 1001
internal_value=0 0.00128612 -0.00141511 0.00273778 -0.00266949
internal_weight=0 0.00784722 0.00681011 0.0050417 0.00355481
internal_count=3910 3263 3094 2681 2109
is_linear=0
shrinkage=0.1


Tree=6949
num_leaves=7
num_cat=0
split_feature=11 13 39 457 43 0
split_gain=1.95848e-05 1.77901e-05 5.16879e-05 3.7751e-05 4.04243e-05 7.31169e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.074254999999999988 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00019920826780970592 -0.00025664001985889018 6.3766861425244598e-05 0.0003741045159346979 0.00022858681961504572 -8.0555763495092429e-05 -0.00074177103667863659
leaf_weight=0.0018682507594634367 0.0010262963811400122 0.0017186590800392478 0.0010883985171833152 0.0011256662598801842 0.0017869049464168021 0.0010043662061542731
leaf_count=389 304 1057 387 200 215 1358
internal_value=0 2.99452e-05 -1.70843e-05 -9.26343e-05 -0.00017281 -0.000318477
internal_weight=0 0.00859225 0.006724 0.0056356 0.00450993 0.00279127
internal_count=3910 3606 3217 2830 2630 1573
is_linear=0
shrinkage=0.00196078


Tree=6950
num_leaves=6
num_cat=0
split_feature=1 0 15 151 2
split_gain=1.10166e-05 3.18793e-05 2.43915e-05 3.92453e-05 5.04023e-05
threshold=1.0000000180025095e-35 0.047345000000000005 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.014756699991719921 -0.011256881750056409 0.0063938890549890305 -0.010135548142039571 -0.0017050503219575718 0.021253888111649639
leaf_weight=0.0015746599415209315 0.0010904552588579036 0.0013017513843052208 0.0012552302340015364 0.0018370752205952635 0.0019941480358005247
leaf_count=1899 318 93 583 491 526
internal_value=0 -0.00518477 0.00230755 0.00548105 0.0102451
internal_weight=0 0.00287641 0.00617691 0.00492168 0.00383122
internal_count=3910 1992 1918 1335 1017
is_linear=0
shrinkage=0.1


Tree=6951
num_leaves=8
num_cat=0
split_feature=11 47 49 16 51 2 16
split_gain=3.92033e-05 2.80283e-05 4.05285e-05 4.71118e-05 4.31614e-05 5.27864e-05 4.07989e-05
threshold=0.077330000000000024 0.10436500000000001 1.0000000180025095e-35 -0.15168999999999996 0.084305000000000019 0.096540000000000015 -0.013024999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00036092305989000509 -0.00036877570697290947 0.00027915281584888429 -0.00037630104355240783 0.00011634018217411579 -0.00040211848662624123 0.00031336071375640445 -0.00038479030920473168
leaf_weight=0.0014238935046245061 0.0010132837104520577 0.0015379451292083122 0.0010127697602371893 0.0012471103272030004 0.0010251605307171324 0.0016985593193543105 0.0012513194407891498
leaf_count=363 279 270 717 1011 321 373 576
internal_value=0 3.75948e-05 -1.09118e-05 4.47688e-05 -4.14352e-05 4.66656e-05 -0.000134647
internal_weight=0 0.00919676 0.00765881 0.00664604 0.00522215 0.00419699 0.00249843
internal_count=3910 3631 3361 2644 2281 1960 1587
is_linear=0
shrinkage=0.00196078


Tree=6952
num_leaves=6
num_cat=0
split_feature=15 2 0 4 2
split_gain=1.06925e-05 2.56607e-05 5.07276e-05 5.06158e-05 3.14786e-05
threshold=-0.11739999999999999 0.09116500000000001 -0.10575999999999998 -0.0025899999999999994 0.11005500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0073762319583518107 0.02396800931164016 -0.0130301017091667 0.0117321408610917 -0.016400492613557374 0.0057676428057732154
leaf_weight=0.0016389602802926277 0.0012308954395352208 0.0019670812167026206 0.0014491531254473802 0.0011447242089052986 0.0016282453962860621
leaf_count=614 178 793 1500 327 498
internal_value=0 0.00154844 0.00725004 -0.000683291 -0.00451701
internal_weight=0 0.0074201 0.00382477 0.00259388 0.00359533
internal_count=3910 3296 2005 1827 1291
is_linear=0
shrinkage=0.1


Tree=6953
num_leaves=6
num_cat=0
split_feature=47 2 16 16 1
split_gain=1.06509e-05 2.21872e-05 5.5408e-05 3.61466e-05 3.13475e-05
threshold=0.10436500000000001 0.10393500000000001 -0.11180499999999999 -0.074204999999999979 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=0.021568771214422997 0.007558780422447506 -0.022987255206086098 0.0064254835415065914 0.00065114927312387612 -0.012098289825138595
leaf_weight=0.0011534907095156689 0.0015256701316009634 0.0010845695288782065 0.0016960470948432023 0.0016029998167983433 0.0019802120667886019
leaf_count=420 290 363 1462 514 861
internal_value=0 -0.00160527 0.00244736 -0.00888814 -0.00355232
internal_weight=0 0.00751732 0.00482975 0.00268757 0.00367626
internal_count=3910 3620 2743 877 2323
is_linear=0
shrinkage=0.1


Tree=6954
num_leaves=7
num_cat=0
split_feature=1 2 15 51 16 0
split_gain=1.01817e-05 2.75311e-05 1.75212e-05 3.3922e-05 5.75311e-05 4.15568e-05
threshold=0.076710000000000014 0.096540000000000015 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.015353234169752376 0.021168304711319627 0.0041371790104335719 -0.0083815873116081501 -0.0056136731004656042 -0.018742453370980707 0.019108965176744343
leaf_weight=0.0013537097170785938 0.0010207072841161915 0.0015598290949860832 0.0012339328625924984 0.0012040235469846438 0.0010940575516182188 0.0015619342304445617
leaf_count=1452 265 556 571 133 409 524
internal_value=0 -0.0049186 0.00226455 0.00495608 0.000669072 0.00834718
internal_weight=0 0.00291354 0.00611466 0.00488072 0.00386002 0.00276596
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=6955
num_leaves=7
num_cat=0
split_feature=42 43 51 1 12 2
split_gain=1.16519e-05 2.47624e-05 2.52435e-05 3.08768e-05 6.52911e-05 3.77884e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 0.094485000000000013 0.08401500000000002 0.10796500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.013707083656821786 -0.0091702615036593129 0.014451327591797444 -0.021278521606778636 0.024230488829634612 0.0094070465132474346 -0.00051444936603754147
leaf_weight=0.0012724477476117437 0.0012118511773841559 0.0012205309629304949 0.001331576451816125 0.0010712695213245793 0.001446815790683894 0.0014558199820588348
leaf_count=506 843 311 353 317 1280 300
internal_value=0 0.00136969 -0.0010576 0.00197621 -0.00529937 0.00997529
internal_weight=0 0.00779846 0.00657793 0.00530548 0.00277839 0.00252709
internal_count=3910 3067 2756 2250 1633 617
is_linear=0
shrinkage=0.1


Tree=6956
num_leaves=8
num_cat=0
split_feature=11 1 13 0 52 2 4
split_gain=2.81595e-05 2.48646e-05 5.3059e-05 6.00259e-05 4.53605e-05 4.17033e-05 1.54418e-05
threshold=0.077330000000000024 1.0000000180025095e-35 -0.0024749999999999993 -0.10071499999999999 -0.010284999999999997 0.096540000000000015 0.00096500000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 5 6 4 -4 -1 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00034984630953556375 -0.00031489949442400672 0.00053448723141720945 -0.00016020026357381115 -0.00042681603716810475 0.0003296857304355434 9.7380448615097022e-05 0.00019020968379742086
leaf_weight=0.0015067118745188944 0.001027939809038334 0.001001064877540621 0.0012904092347552631 0.0010675898926549147 0.00166344682331014 0.0017130357192447995 0.0010024823719784073
leaf_count=1433 279 622 117 361 150 550 398
internal_value=0 2.72007e-05 0.000101538 -2.83415e-05 0.000115676 -0.000111904 0.000362227
internal_weight=0 0.00924474 0.00602499 0.00402145 0.00295386 0.00321975 0.00200355
internal_count=3910 3631 1648 628 267 1983 1020
is_linear=0
shrinkage=0.00196078


Tree=6957
num_leaves=7
num_cat=0
split_feature=49 42 3 3 15 4
split_gain=1.15763e-05 2.58513e-05 3.49121e-05 4.28782e-05 3.27279e-05 1.9422e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -0.010319999999999998 -0.10071499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=-0.0032823169442935778 0.011940543531357612 -0.016517242591904187 0.018301448748854691 0.0055200366180876183 -0.015088736934787836 0.01617789344591376
leaf_weight=0.0010147587076537153 0.0011176473139435173 0.0017424755382052367 0.0010071048099247826 0.0014472103618080093 0.0016481194539930415 0.0010369226186894842
leaf_count=337 529 1498 787 288 279 192
internal_value=0 -0.00199402 -0.00465855 0.000378334 -0.00545318 0.0065529
internal_weight=0 0.00696256 0.00584491 0.00410243 0.00309533 0.00205168
internal_count=3910 3381 2852 1354 567 529
is_linear=0
shrinkage=0.1


Tree=6958
num_leaves=8
num_cat=0
split_feature=50 484 42 160 49 0 1
split_gain=1.13367e-05 2.54087e-05 2.60269e-05 3.65875e-05 3.68524e-05 5.3145e-05 2.36398e-05
threshold=0.086465000000000014 0.073820000000000011 -1.0000000180025095e-35 0.087825000000000014 -0.042499999999999989 -0.070894999999999986 0.096035000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.014290667440784775 -0.010032001292254492 0.015252770579063319 0.021640431730713085 -0.015476257804195604 0.0020516166344726069 0.015838842104580399 -0.018900796787365726
leaf_weight=0.0012208244727400551 0.0010089622561152327 0.0011105464162843755 0.0010898652825733998 0.001006710118990943 0.0010042615390429203 0.0013961293670548044 0.0011610415205991513
leaf_count=820 715 442 287 269 692 449 236
internal_value=0 0.00121741 -0.00104851 0.00180874 0.00554984 0.000625822 -0.00918313
internal_weight=0 0.00798938 0.00687883 0.00565801 0.0046513 0.00356143 0.0021653
internal_count=3910 3195 2753 1933 1664 1377 928
is_linear=0
shrinkage=0.1


Tree=6959
num_leaves=8
num_cat=0
split_feature=4 42 49 2 160 15 52
split_gain=2.48947e-05 4.22552e-05 3.46457e-05 6.3553e-05 6.06185e-05 3.9947e-05 3.38265e-05
threshold=0.27608500000000008 0.091955000000000023 -0.0019649999999999997 0.10393500000000001 0.069910000000000014 0.079360000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00051628483696877921 0.00022909720234128635 -0.000407666377765217 6.7622870379277234e-05 -0.00027847704998605665 0.00012519669411570889 -9.6251475074167326e-05 0.000512010028256
leaf_weight=0.0011307792393324932 0.0014985225824203805 0.0010786741870780128 0.0010556702459883441 0.0013089120813500701 0.0011346893740922176 0.0010982886055004039 0.0017506842589434185
leaf_count=404 441 711 436 371 220 925 402
internal_value=0 -4.48652e-05 7.46042e-06 9.54323e-05 -0.00019499 0.000220774 0.000344844
internal_weight=0 0.0085577 0.00747902 0.00521356 0.00226547 0.00390464 0.00280635
internal_count=3910 3469 2758 2134 624 1763 838
is_linear=0
shrinkage=0.00196078


Tree=6960
num_leaves=8
num_cat=0
split_feature=42 49 160 15 0 52 12
split_gain=1.18174e-05 2.20181e-05 4.85087e-05 2.37478e-05 4.539e-05 5.41253e-05 1.89979e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.069910000000000014 -0.19153499999999998 -0.083424999999999985 0.091210000000000013 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=-0.021174553188065926 -0.0092597511091202234 -0.0092350878043610876 0.008737541825952367 0.0093536270961780167 -0.01422228275058079 0.015346036538427699 0.028415527095524046
leaf_weight=0.0011566854005960205 0.0012047107169186142 0.0010051279684286998 0.0010204712742790992 0.001076712121487871 0.0014186904732107354 0.0010983902029619802 0.0010164071791561187
leaf_count=485 843 292 220 181 793 262 834
internal_value=0 0.00138255 -0.00715423 0.0046924 0.00772891 -0.00131942 0.01861
internal_weight=0 0.00779248 0.00217716 0.00561533 0.0046102 0.00251708 0.00209312
internal_count=3910 3067 705 2362 2070 1055 1015
is_linear=0
shrinkage=0.1


Tree=6961
num_leaves=7
num_cat=0
split_feature=1 0 150 16 3 3
split_gain=1.21479e-05 2.64709e-05 1.71188e-05 3.4908e-05 2.907e-05 2.25978e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 0.096385000000000012 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.013984408127353923 -0.016606516263590696 0.0052092363327394028 0.012493202515154976 -0.001990821349814458 -0.0098552077158633507 0.017021749762652808
leaf_weight=0.0015986429270637892 0.0010294232159424217 0.001305187235293176 0.001338157335762178 0.0010089589071673589 0.0010520840138074088 0.0016434057221999072
leaf_count=1913 274 95 362 568 202 496
internal_value=0 -0.00535742 0.00250645 -0.000316581 0.0042102 0.00978937
internal_weight=0 0.00290383 0.00607203 0.00473387 0.00370445 0.00265236
internal_count=3910 2008 1902 1540 1266 1064
is_linear=0
shrinkage=0.1


Tree=6962
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 1
split_gain=2.32431e-05 2.44721e-05 2.90483e-05 4.53766e-05 8.33355e-05 7.87982e-05 2.7376e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.075954999999999981 0.094485000000000013 0.090325000000000003 -0.008624999999999999 0.11507500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00029177736814153311 -0.00028080056475647189 -0.00024828111526059891 -0.00054378136550389464 0.00063701240081052632 0.00019498982453783513 0.00013572211853659185 -0.00023670963367884278
leaf_weight=0.0011670252576596899 0.0010541096883737713 0.0015977891051210174 0.0011035293417360256 0.001122610214846595 0.0011524046003100058 0.001618398543159363 0.0011075429321368031
leaf_count=222 304 1890 369 453 150 317 205
internal_value=0 2.71771e-05 -1.29143e-05 4.86907e-05 0.000200339 -0.000139764 -1.65751e-05
internal_weight=0 0.0088693 0.00770227 0.00610449 0.00338256 0.00272193 0.00225995
internal_count=3910 3606 3384 1494 808 686 355
is_linear=0
shrinkage=0.00196078


Tree=6963
num_leaves=7
num_cat=0
split_feature=4 42 4 43 2 49
split_gain=1.31301e-05 2.07401e-05 2.96534e-05 3.01576e-05 3.81334e-05 6.72822e-05
threshold=0.27608500000000008 0.088915000000000008 0.080255000000000007 0.0016850000000000001 0.084235000000000018 -0.045004999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.013629424700643098 0.0091132144427304562 -0.012847645803612757 -0.014996484925600802 0.017440811111334407 0.012609425957276483 -0.019565728166330593
leaf_weight=0.0013103426437149493 0.00133478705892443 0.0013570411715043721 0.0010011888667530965 0.001236626380682131 0.0010603152058496585 0.0016791536735319594
leaf_count=519 441 998 194 318 226 1214
internal_value=0 -0.00163591 0.000783884 0.0037725 -0.000401175 -0.00711229
internal_weight=0 0.00764467 0.00628763 0.00528644 0.00404981 0.00273947
internal_count=3910 3469 2471 2277 1959 1440
is_linear=0
shrinkage=0.1


Tree=6964
num_leaves=6
num_cat=0
split_feature=43 4 3 2 3
split_gain=1.15253e-05 2.89289e-05 2.63698e-05 2.24502e-05 3.52919e-05
threshold=-0.062599999999999989 -0.23071499999999998 -0.075954999999999981 0.089910000000000004 0.12046500000000002
decision_type=2 2 2 2 2
left_child=2 -2 -1 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0024768613873093971 -0.016838259893462833 -0.00769173156196806 0.016203267754785488 0.015773257963699886 -0.0072185535781200509
leaf_weight=0.0019388555780728153 0.0011566342787368176 0.001849716215280591 0.0012383695542346332 0.0016603781297127522 0.0011165873249335222
leaf_count=1230 241 1071 532 643 193
internal_value=0 -0.00269288 0.00480399 0.000843349 0.0065285
internal_weight=0 0.00578332 0.00317723 0.00462668 0.00277697
internal_count=3910 2148 1762 1907 836
is_linear=0
shrinkage=0.1


Tree=6965
num_leaves=8
num_cat=0
split_feature=49 2 2 0 52 43 15
split_gain=1.05225e-05 2.86016e-05 3.8583e-05 2.51886e-05 4.78925e-05 4.13943e-05 3.42282e-05
threshold=0.093945000000000015 0.11260500000000001 0.10113500000000002 -0.077944999999999987 -1.0000000180025095e-35 -0.0037249999999999996 -0.076594999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.022434191134514531 0.0094273832975157075 0.010602192555745517 -0.021906860125876611 -0.0074516754167723038 0.023073742734380856 -0.010358696818859349 0.015037633893954737
leaf_weight=0.0010696610731851675 0.0010395829313439671 0.0016139887991813559 0.0010410425005212935 0.0010285982493565674 0.0010273149686703393 0.0011195920434239235 0.0010089274627949503
leaf_count=1273 527 480 318 294 418 175 425
internal_value=0 -0.00127417 -0.00431911 -0.000834281 0.00780151 -0.0063857 0.00167927
internal_weight=0 0.00790913 0.00629514 0.00525409 0.00205591 0.00319818 0.00212852
internal_count=3910 3383 2903 2585 712 1873 600
is_linear=0
shrinkage=0.1


Tree=6966
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 52
split_gain=2.48508e-05 2.72825e-05 4.57624e-05 3.06083e-05 4.18558e-05 2.40669e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.09547499999999999 -1.0000000180025095e-35 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00050387439466463937 -0.00029166748671910167 0.00016558417694445963 6.8300003389792023e-07 -0.00020872445883937457 -0.00042615512501250073 0.00017458532949169459
leaf_weight=0.001079103354230471 0.0010346370068678246 0.0017366553909221099 0.0019514907412496929 0.0011518323728391183 0.0013521561343796742 0.0013894573781173753
leaf_count=792 304 336 867 244 1030 337
internal_value=0 2.98548e-05 0.000179854 -5.08876e-05 -0.000147444 8.51255e-07
internal_weight=0 0.0086607 0.00303059 0.0056301 0.00389345 0.00254129
internal_count=3910 3606 1659 1947 1611 581
is_linear=0
shrinkage=0.00196078


Tree=6967
num_leaves=7
num_cat=0
split_feature=43 52 16 4 15 47
split_gain=1.16712e-05 2.64194e-05 2.97125e-05 2.35256e-05 1.98576e-05 3.61956e-05
threshold=-0.062599999999999989 -0.088779999999999984 -0.078844999999999985 -0.23071499999999998 -0.038029999999999987 0.077735000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.017396227395764616 -0.015521572267903889 0.010218282310293625 -0.013694079675724793 0.0041721630487642032 0.0082008130100218509 -0.0196451433764297
leaf_weight=0.0010965249170590326 0.0011483190333940732 0.0010349067407222873 0.0010436496634043595 0.0016404634690132349 0.0019330475522016909 0.0010442374550194192
leaf_count=468 241 555 739 540 1146 221
internal_value=0 0.00483721 -0.00178819 -0.00271261 0.000472665 -0.00509178
internal_weight=0 0.00317508 0.00207856 0.00576607 0.00461775 0.0026847
internal_count=3910 1762 1294 2148 1907 761
is_linear=0
shrinkage=0.1


Tree=6968
num_leaves=7
num_cat=0
split_feature=50 4 151 4 13 47
split_gain=1.1569e-05 2.59824e-05 2.27656e-05 4.16138e-05 2.75424e-05 2.31484e-05
threshold=0.086465000000000014 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.070604999999999987 0.09023500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.010760725150897165 -0.010151188475254386 0.015679837202353407 0.015619293482853448 -0.021011325891152635 -0.0039833193197705069 -0.0017878678718518594
leaf_weight=0.001323135260147568 0.0010023340080181293 0.0010782651568454578 0.0012413835892406142 0.0015209488699911471 0.0016960257683539645 0.0010650560082420307
leaf_count=449 715 396 661 554 984 151
internal_value=0 0.00125142 -0.00102091 -0.0038432 0.00430097 -0.0130941
internal_weight=0 0.00792481 0.00684655 0.00552341 0.00293741 0.002586
internal_count=3910 3195 2799 2350 1645 705
is_linear=0
shrinkage=0.1


Tree=6969
num_leaves=8
num_cat=0
split_feature=1 12 3 3 133 13 2
split_gain=1.97769e-05 3.39749e-05 9.80581e-05 3.30399e-05 3.23097e-05 6.30788e-05 9.87481e-06
threshold=0.10113500000000002 0.090840000000000018 0.11265500000000002 -0.115685 0.077945 -1.0000000180025095e-35 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.0002078763841557583 0.00069805988410171827 -0.00016243917620110011 -6.9508274957636818e-05 -0.00065474183983192115 8.5544038523993612e-05 7.2329919287871417e-05 -0.00020195236504517826
leaf_weight=0.0012184727566818604 0.0010392509671386871 0.00127864454866909 0.0016652133470838335 0.0010674372740622274 0.001450832823413619 0.0010050567767067853 0.0010135910735889514
leaf_count=254 393 330 264 1133 1060 166 310
internal_value=0 0.000100929 0.000225447 -7.87949e-05 -0.000155786 -0.00026924 -6.5391e-05
internal_weight=0 0.00398311 0.00270446 0.00575539 0.00453692 0.00308609 0.00201865
internal_count=3910 987 657 2923 2669 1609 476
is_linear=0
shrinkage=0.00196078


Tree=6970
num_leaves=7
num_cat=0
split_feature=42 0 51 4 16 4
split_gain=1.02801e-05 2.45564e-05 4.13955e-05 2.77242e-05 4.64255e-05 1.47076e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 0.25367000000000006 -0.089864999999999987 -0.032604999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.01937901777436065 -0.0086535489814654511 0.011953955462129059 -0.017279971140340356 0.01437958151573725 0.015124928858545142 -0.0010339300370844717
leaf_weight=0.0010840151221050325 0.0011971345107530812 0.001691575696760113 0.0013245606069811032 0.0013561721313769008 0.0010280255619234053 0.0012459554599070718
leaf_count=415 843 364 537 298 838 615
internal_value=0 0.0013049 -0.00167813 0.00219456 -0.00239758 0.0062712
internal_weight=0 0.0077303 0.00603873 0.00495471 0.00359854 0.00227398
internal_count=3910 3067 2703 2288 1990 1453
is_linear=0
shrinkage=0.1


Tree=6971
num_leaves=7
num_cat=0
split_feature=52 160 0 13 13 3
split_gain=1.08759e-05 3.38688e-05 3.12911e-05 2.18517e-05 5.0784e-05 3.48726e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0092198060576960516 -0.018428680897437971 -0.011693279043532448 0.012230000338705575 0.023678882322624936 -0.013934144918182418 0.0086412090897137403
leaf_weight=0.0010362628262944834 0.0010913469526181311 0.0010466265545894587 0.0019787787566745312 0.001020941634258277 0.0013455293468623598 0.0013922706187825679
leaf_count=128 924 127 1062 484 966 219
internal_value=0 -0.00252577 0.00485775 0.00108594 0.00464434 -0.00245376
internal_weight=0 0.00589672 0.00301504 0.00480537 0.00375874 0.0027378
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=6972
num_leaves=8
num_cat=0
split_feature=11 43 1 3 42 2 2
split_gain=1.96531e-05 2.7067e-05 3.64712e-05 4.69802e-05 4.13556e-05 5.06129e-05 2.69838e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.10113500000000002 0.12046500000000002 0.084100000000000022 0.097940000000000013 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00018652682457574344 -0.00036220053934421661 -5.2584141538272879e-05 0.00027918607166513688 -0.00023079601468709956 -0.00056950180811095612 0.00021169405116970268 -0.00047253116589590736
leaf_weight=0.0012903919272107215 0.0010282572166186157 0.0010425416180244859 0.0015759210096347757 0.0012416791318909763 0.0010556703311423964 0.0011452641788245572 0.0013500401315074272
leaf_count=231 304 431 540 236 1322 269 577
internal_value=0 -7.55529e-05 -0.000121185 5.44437e-05 -0.000228913 -0.000127284 -0.000289544
internal_weight=0 0.00870151 0.00741112 0.0028176 0.00459352 0.00353785 0.00239258
internal_count=3910 3606 3375 776 2599 1277 1008
is_linear=0
shrinkage=0.00196078


Tree=6973
num_leaves=8
num_cat=0
split_feature=52 52 12 0 47 48 16
split_gain=2.72169e-05 4.0139e-05 4.276e-05 4.37478e-05 5.76482e-05 5.20467e-05 0.000108235
threshold=-0.24456499999999998 -0.081429999999999989 0.10214500000000001 -0.061994999999999995 0.09252500000000001 0.084500000000000006 -0.11180499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.00031293943119162812 0.00031393216995606648 0.00067819853485660147 -0.00041061334557148874 0.00032435716689233041 -0.00047049813598292817 -0.00030913748710660355 -0.00011580604549206929
leaf_weight=0.0010424487317403719 0.0015044755733964067 0.0010708325246621755 0.0010178863944975058 0.0014296391949908983 0.0010599424195118362 0.0011354146993684481 0.0017206568209126557
leaf_count=449 522 404 376 259 215 236 1449
internal_value=0 2.18522e-05 -3.72553e-05 2.19728e-05 -6.47154e-05 4.48127e-05 0.000188779
internal_weight=0 0.00893885 0.00743437 0.00641649 0.00498685 0.0039269 0.00279149
internal_count=3910 3461 2939 2563 2304 2089 1853
is_linear=0
shrinkage=0.00196078


Tree=6974
num_leaves=8
num_cat=0
split_feature=133 50 0 47 42 3 4
split_gain=3.2704e-05 4.96841e-05 4.03188e-05 6.51279e-05 4.58215e-05 6.19166e-05 3.26063e-05
threshold=0.098810000000000023 0.07992500000000001 -0.017269999999999997 1.0000000180025095e-35 0.060615000000000009 0.094625000000000015 0.22584000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=-0.00023186608246006455 -0.00034854172694386335 -0.00037815072378801032 0.00036564494299988752 -0.00052601742778525203 0.00043352770353909781 0.00030247975616527799 -3.5944174844580281e-05
leaf_weight=0.0018291673778600885 0.0010140527461697394 0.001058114615783535 0.0014862675209876093 0.0010371198012638851 0.0014033133877791168 0.0015319993361978845 0.0010508171520663859
leaf_count=797 618 593 343 293 949 236 81
internal_value=0 2.20988e-05 7.28873e-05 9.38914e-06 0.000135933 1.16855e-05 -0.000279373
internal_weight=0 0.0093968 0.00833868 0.00685242 0.00476448 0.00336117 0.00208794
internal_count=3910 3292 2699 2356 1982 1033 374
is_linear=0
shrinkage=0.00196078


Tree=6975
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 47
split_gain=2.86464e-05 2.50778e-05 5.83727e-05 4.24704e-05 7.33331e-05 3.94606e-05 3.80929e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-1.7747651255281042e-05 -0.00031701649145036688 -0.00010354692815110269 0.00047601459423309798 8.627634050524287e-05 0.00052462382650929936 -0.00038119482393649678 -0.00054588111635967787
leaf_weight=0.0011041445391834618 0.0010477342274355659 0.0013441781739371857 0.0013284907370235452 0.0019552900191866524 0.0010357309962813204 0.0010764509705954895 0.0010011658076256274
leaf_count=886 304 114 591 1014 87 725 189
internal_value=0 2.58674e-05 0.000184533 -4.2831e-05 7.41804e-05 -7.97041e-05 -0.000268898
internal_weight=0 0.00884545 0.00267267 0.00617278 0.00406747 0.00303174 0.00210531
internal_count=3910 3606 705 2901 1826 1739 1075
is_linear=0
shrinkage=0.00196078


Tree=6976
num_leaves=8
num_cat=0
split_feature=13 39 48 4 52 16 3
split_gain=2.23872e-05 3.09453e-05 4.10935e-05 4.15516e-05 5.29191e-05 7.87662e-05 3.40523e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 -0.034289999999999994 -0.081429999999999989 -0.11180499999999999 -0.100615
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.00023355238424528887 8.7643614426552325e-07 0.00024614325363338555 -0.00045911498673493312 0.00047485691366135763 0.00026935808719010451 -0.00036729220860480549 -0.00047526216493074631
leaf_weight=0.0012829403339898399 0.0011284966578703189 0.0012107384870768904 0.001011721407916018 0.0010125462923504737 0.0015189576945931521 0.0014703632027852145 0.0011827072949036012
leaf_count=210 305 419 144 384 395 686 1367
internal_value=0 -4.42483e-05 -9.22481e-05 -3.34547e-05 8.74355e-05 -4.37924e-05 -0.000242777
internal_weight=0 0.00853553 0.00732479 0.00631307 0.00400187 0.00298932 0.0023112
internal_count=3910 3700 3281 3137 1465 1081 1672
is_linear=0
shrinkage=0.00196078


Tree=6977
num_leaves=7
num_cat=0
split_feature=50 160 42 49 42 0
split_gain=1.12997e-05 2.58222e-05 2.91125e-05 3.2445e-05 5.59138e-05 2.81723e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.047894999999999993 0.084100000000000022 -0.14808999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.015146802588726201 -0.010129807156529331 -0.016044158863341061 0.014076909767671252 -0.0068061018927018813 -0.019088635909549793 0.01364549556591577
leaf_weight=0.0011255733017504922 0.0010074915322194787 0.0011071785071169044 0.0015411353170400668 0.0011357488252733573 0.0014135443329823224 0.0016550763730585573
leaf_count=557 715 804 339 138 925 432
internal_value=0 0.00110941 -0.00119627 0.00166497 -0.00288469 0.00532255
internal_weight=0 0.00797826 0.00685268 0.0057455 0.00420437 0.00279083
internal_count=3910 3195 2638 1834 1495 570
is_linear=0
shrinkage=0.1


Tree=6978
num_leaves=7
num_cat=0
split_feature=43 4 3 1 4 16
split_gain=1.22536e-05 2.72907e-05 2.18443e-05 1.96137e-05 4.63166e-05 3.66059e-05
threshold=-0.062599999999999989 -0.23071499999999998 -0.075954999999999981 0.095575000000000007 -0.0010999999999999996 -0.074204999999999979
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5
right_child=1 3 -4 5 -6 -7
leaf_value=-0.0017819286253675055 -0.016645175610683242 0.0068738585821222749 0.015215715589689642 -0.0042101932104913527 -0.022134282317953356 0.020561560446345578
leaf_weight=0.0019363962257722851 0.0011526016856508821 0.0012182232014712831 0.0012403713082541287 0.0013441851480183139 0.0010041003127287814 0.0010725046762522065
leaf_count=1230 241 1000 532 326 373 208
internal_value=0 -0.00287369 0.00485481 0.000547949 -0.00623273 0.00678328
internal_weight=0 0.00579162 0.00317677 0.00463901 0.00222232 0.00241669
internal_count=3910 2148 1762 1907 1373 534
is_linear=0
shrinkage=0.1


Tree=6979
num_leaves=7
num_cat=0
split_feature=49 47 15 12 15 0
split_gain=1.03631e-05 2.68239e-05 5.98948e-05 3.15811e-05 5.12244e-05 2.62423e-05
threshold=0.093945000000000015 0.09252500000000001 -0.097269999999999981 0.086765000000000023 0.085120000000000015 -0.11287999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.021918318675733548 0.0092450665395736042 -0.013984273237109615 -0.00053533247195462644 -0.0074837061512367858 0.021200158993310108 -0.019810865265448674
leaf_weight=0.0011611714062618513 0.0010432738030627378 0.0013875054337853937 0.0013801692818758027 0.0014335132112694043 0.0011005843631439723 0.0014465916678630037
leaf_count=427 527 296 266 602 897 895
internal_value=0 -0.00135847 0.00132756 -0.00313243 0.00497399 -0.0103996
internal_weight=0 0.00790954 0.00652203 0.00536086 0.0025341 0.00282676
internal_count=3910 3383 3087 2660 1499 1161
is_linear=0
shrinkage=0.1


Tree=6980
num_leaves=8
num_cat=0
split_feature=11 1 4 15 42 2 1
split_gain=3.64142e-05 3.42757e-05 4.76477e-05 6.98238e-05 3.98008e-05 3.55012e-05 6.26331e-05
threshold=1.0000000180025095e-35 0.10113500000000002 0.053925000000000008 -0.10312999999999999 0.086325000000000013 0.096540000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00049734924970149051 -0.00035396644129935317 0.00048434533020398477 0.00033660546093708377 -0.00034953232137417228 -0.0004129678622900874 0.00023616462862569143 0.00011328548120408421
leaf_weight=0.0010611602423137511 0.0010637042695380806 0.0012676918257218811 0.0011993731020991452 0.0010870174570135399 0.0010407056284166653 0.0016930028946664927 0.0016499112460626245
leaf_count=930 304 362 318 164 1094 357 381
internal_value=0 2.96661e-05 0.000179447 1.03953e-05 -6.81032e-05 1.33901e-05 -0.000125728
internal_weight=0 0.00899886 0.00355408 0.00228639 0.00544478 0.00440407 0.00271107
internal_count=3910 3606 844 482 2762 1668 1311
is_linear=0
shrinkage=0.00196078


Tree=6981
num_leaves=8
num_cat=0
split_feature=3 39 2 48 2 0 16
split_gain=2.78884e-05 2.63837e-05 3.14366e-05 4.76225e-05 4.2534e-05 4.1454e-05 3.91672e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.090910000000000005 0.085255000000000011 -0.099024999999999988 -0.019979999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=0.00034605940885995052 0.00024626144481462779 0.00021916786631540519 -0.00034695965993203429 0.00033840874910629794 -0.00057669432615665918 -0.00015900606800771662 -4.1599981729684694e-05
leaf_weight=0.0010858564223466529 0.0014402367996259749 0.0012102584719214712 0.0014945930099479051 0.0011036434429910966 0.0010995682733926609 0.0014714157550424285 0.0010080927808056341
leaf_count=138 239 424 354 254 851 1005 645
internal_value=0 -4.88676e-05 -9.35302e-05 -2.78686e-05 -0.000114524 5.54524e-05 -0.000320759
internal_weight=0 0.00847343 0.00726317 0.00576858 0.00466493 0.00255727 0.00210766
internal_count=3910 3671 3247 2893 2639 1143 1496
is_linear=0
shrinkage=0.00196078


Tree=6982
num_leaves=7
num_cat=0
split_feature=133 50 13 0 47 4
split_gain=2.05105e-05 2.95119e-05 3.62802e-05 5.12642e-05 5.90663e-05 5.82239e-05
threshold=0.094185000000000005 0.07992500000000001 0.043015000000000005 -0.082994999999999985 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-5.0315401257366115e-05 -0.0002688629508074764 -0.00029667737394201626 0.00031311051462889285 -0.00030888420287957652 -0.00027751470385749879 0.00046338963740092515
leaf_weight=0.001567627647384729 0.0010564893048274028 0.001004530190467698 0.001709311686841364 0.0016245585467312713 0.0012032905500795141 0.0018485472329512992
leaf_count=749 669 589 432 859 215 397
internal_value=0 2.00017e-05 5.99992e-05 -9.2904e-06 9.60698e-05 0.000227659
internal_weight=0 0.00895787 0.00795334 0.00624402 0.00461947 0.00341617
internal_count=3910 3241 2652 2220 1361 1146
is_linear=0
shrinkage=0.00196078


Tree=6983
num_leaves=7
num_cat=0
split_feature=43 42 0 1 2 16
split_gain=1.18635e-05 2.18059e-05 3.74923e-05 2.09364e-05 3.23552e-05 4.07759e-05
threshold=-0.062599999999999989 -1.0000000180025095e-35 -0.070894999999999986 0.11684000000000001 0.089910000000000004 0.050115000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.0068810064808141492 -0.016742823704804934 -0.0023449823484601282 0.024247530415864027 0.010280127092088509 0.0090450191708486335 -0.014833297546395757
leaf_weight=0.0010684723240114505 0.001683607557849427 0.0010861012261917798 0.0010358105700042266 0.0010075595474185461 0.0019915635728577127 0.0011158301087135177
leaf_count=479 1026 962 321 292 572 258
internal_value=0 0.00476958 0.0106361 -0.00282281 -0.00557839 0.000470584
internal_weight=0 0.00319038 0.00212191 0.00579856 0.004791 0.00310739
internal_count=3910 1762 1283 2148 1856 830
is_linear=0
shrinkage=0.1


Tree=6984
num_leaves=7
num_cat=0
split_feature=50 484 133 13 4 16
split_gain=1.17956e-05 2.21917e-05 2.28227e-05 3.9372e-05 3.93127e-05 6.31252e-05
threshold=0.086465000000000014 0.084225000000000008 0.087615000000000012 0.00079000000000000012 -0.0031049999999999997 -0.42360999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.01799244322665311 -0.010276870987143973 0.015013777751660929 -0.014760277380152405 0.015108283307031298 -0.016029744652567457 0.013682194386373518
leaf_weight=0.0012924498563582506 0.0010133224859550068 0.0010119497208900576 0.0010066685690966418 0.0015695961748904324 0.0011290058159074078 0.0019502538639880624
leaf_count=960 715 417 641 457 240 480
internal_value=0 0.00117842 -0.000836655 0.0015225 -0.00335527 0.00278836
internal_weight=0 0.00795992 0.00694797 0.00594131 0.00437171 0.00307926
internal_count=3910 3195 2778 2137 1680 720
is_linear=0
shrinkage=0.1


Tree=6985
num_leaves=8
num_cat=0
split_feature=0 16 52 15 13 0 16
split_gain=2.36051e-05 3.94372e-05 3.20711e-05 2.76745e-05 5.26071e-05 4.47208e-05 6.62107e-05
threshold=-0.017269999999999997 0.22945500000000005 -0.092854999999999979 -0.19153499999999998 -0.083514999999999992 -0.099864999999999995 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00033951083892003273 -7.3422456600103622e-05 0.00045964015799888609 -0.0002946048708742776 0.0003605286146758426 -0.0002197117439399324 -0.00033861507220721092 0.0004370185262680631
leaf_weight=0.0012697524085712938 0.0011313669931091253 0.0010098919983664995 0.0010188013233275407 0.0015647663555390578 0.0012141944477876134 0.0014424802274209518 0.0011485098219969308
leaf_count=597 277 169 300 845 195 1377 150
internal_value=0 0.000177988 -5.48924e-05 1.67497e-06 5.7886e-05 -6.65666e-05 9.95246e-05
internal_weight=0 0.00214126 0.0076585 0.00638875 0.00536995 0.00380518 0.0023627
internal_count=3910 446 3464 2867 2567 1722 345
is_linear=0
shrinkage=0.00196078


Tree=6986
num_leaves=7
num_cat=0
split_feature=11 3 47 1 15 13
split_gain=2.37979e-05 2.46879e-05 2.85884e-05 2.80656e-05 3.49725e-05 3.35756e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.073314999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00029369244804386646 -0.00028801600573046909 -0.00025376073161670359 -0.00021636169756734022 0.00042746302720576834 -5.1397917472020006e-06 0.00018533124847416765
leaf_weight=0.0011458956446411348 0.0010428007249020143 0.0017256280659768719 0.0020023924553496707 0.0013165257957063834 0.001581586507571568 0.0010940006285558405
leaf_count=222 304 1566 438 426 576 378
internal_value=0 2.51288e-05 -1.4734e-05 5.58775e-05 0.000191379 -8.33954e-05
internal_weight=0 0.00886603 0.00772013 0.00571774 0.00289811 0.00281963
internal_count=3910 3606 3384 2946 1002 1944
is_linear=0
shrinkage=0.00196078


Tree=6987
num_leaves=7
num_cat=0
split_feature=13 39 2 48 4 3
split_gain=1.22402e-05 3.00104e-05 2.76418e-05 2.83941e-05 3.48345e-05 3.7045e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11230000000000001 0.083775000000000002 0.074650000000000008 -0.087654999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0093672001742907234 0.0016582832172918512 0.013709262424983604 -0.015533048568736819 0.01104475706850956 0.0098533177682562124 -0.022695634446006443
leaf_weight=0.0011832715076422829 0.0011377518210711681 0.0011064691634616953 0.00160040319459264 0.0015082550283657264 0.001065494643603857 0.0013847812700886239
leaf_count=210 670 419 393 395 229 1594
internal_value=0 -0.00154746 -0.00406827 -0.00046795 -0.00530741 -0.0117112
internal_weight=0 0.00780316 0.00669669 0.00509628 0.00358803 0.00252253
internal_count=3910 3700 3281 2888 2493 2264
is_linear=0
shrinkage=0.1


Tree=6988
num_leaves=7
num_cat=0
split_feature=52 13 1 2 43 0
split_gain=1.08834e-05 3.94686e-05 3.16407e-05 3.39899e-05 2.97437e-05 1.98643e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.099015000000000006 -0.073139999999999983 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.01944567676050515 -0.0089421906297221312 0.0096166878478693638 -0.013100079511340316 0.015358675415505627 0.00049601488697576326 -0.018259251188746859
leaf_weight=0.0010356149003423474 0.0012050868613281869 0.0012482519441610199 0.0017480701823961754 0.001461136008626158 0.0010493046549817965 0.0012227945394548514
leaf_count=169 647 864 413 572 151 1094
internal_value=0 0.00127192 -0.00152485 0.00253706 -0.00278461 -0.00959766
internal_weight=0 0.00776517 0.00672956 0.00498149 0.00352035 0.0022721
internal_count=3910 3263 3094 2681 2109 1245
is_linear=0
shrinkage=0.1


Tree=6989
num_leaves=7
num_cat=0
split_feature=1 0 15 3 12 1
split_gain=1.04741e-05 2.77732e-05 1.64996e-05 2.91593e-05 5.13301e-05 0.000155465
threshold=0.076710000000000014 0.047345000000000005 0.024640000000000006 0.11265500000000002 0.091735000000000025 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.013844868185095064 -0.0057185550014636584 0.0058616326842773538 -0.0091302928686517494 -0.0068211043866892368 -0.0088060979474335801 0.044998556575250495
leaf_weight=0.0016006916810044577 0.0013093473716764726 0.0012927428837631806 0.0010492525851998578 0.001534729603532254 0.0010451675542750023 0.001122594252936662
leaf_count=1913 344 95 544 270 325 419
internal_value=0 -0.0050403 0.00227272 0.00466 0.00972753 0.0176927
internal_weight=0 0.00289343 0.00606109 0.00501184 0.00347711 0.00243194
internal_count=3910 2008 1902 1358 1088 763
is_linear=0
shrinkage=0.1


Tree=6990
num_leaves=8
num_cat=0
split_feature=52 13 2 48 43 12 0
split_gain=9.32075e-06 3.53009e-05 3.61956e-05 5.07489e-05 2.77799e-05 4.72268e-05 1.47084e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11230000000000001 0.083775000000000002 -0.17307499999999998 0.084100000000000022 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0040057893593229317 -0.0082777044466280005 0.0075120358793947899 -0.01961167141322593 0.017233097561527206 0.0018984168462172959 -0.027230238128450924 0.021057571111529963
leaf_weight=0.0010101552196447776 0.0011995222096038947 0.0010687281663723878 0.0010487816065984637 0.0013566218835637904 0.0011584562334708865 0.0010713658988460403 0.0010132719401976199
leaf_count=223 647 154 382 404 459 1458 183
internal_value=0 0.00119678 -0.00282884 0.000952232 -0.00574373 -0.0120971 0.0125448
internal_weight=0 0.00772738 0.00570395 0.00465517 0.00329855 0.00222982 0.00202343
internal_count=3910 3263 2857 2475 2071 1917 406
is_linear=0
shrinkage=0.1


Tree=6991
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=1.8382e-05 1.99032e-05 3.54927e-05 5.09604e-05 5.78395e-05 0.00012338 6.42653e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.0030249999999999995 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00059866838941828571 -0.00025288629337782482 0.00025042926175874623 -0.00027127096075413971 0.00043486769795441 -0.0004439563923495075 0.00018326758280631401 -0.0004719587411447754
leaf_weight=0.0011943443840200523 0.0010108385245968477 0.0012970882495529122 0.0015984237943141534 0.0011167482685923548 0.0010194357657408622 0.0010475301489995029 0.0012772040681908519
leaf_count=957 304 337 1276 270 172 209 385
internal_value=0 2.67207e-05 -1.32824e-05 5.96364e-05 -3.26931e-05 8.6445e-05 -0.000176712
internal_weight=0 0.00855077 0.00725369 0.00565526 0.00453851 0.00351908 0.00232473
internal_count=3910 3606 3269 1993 1723 1551 594
is_linear=0
shrinkage=0.00196078


Tree=6992
num_leaves=7
num_cat=0
split_feature=1 16 3 52 49 1
split_gain=1.02826e-05 2.81473e-05 2.74606e-05 3.08082e-05 5.09182e-05 2.42653e-05
threshold=0.10113500000000002 -0.072804999999999981 -0.115685 0.086950000000000013 -0.010424999999999999 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.011020316993977139 0.012598647079191672 -0.004959815035225322 -0.019954087729979763 -0.021561935484258381 0.018147019200519466 -0.0034189776325672682
leaf_weight=0.0011165923368925707 0.001865466444209763 0.0017881145359656388 0.0010220381122967395 0.0010382552878702911 0.0010362397722196381 0.0010507891417001133
leaf_count=254 471 516 283 853 1025 508
internal_value=0 0.00400529 -0.00289963 -0.00664732 -0.00166667 0.00728885
internal_weight=0 0.00365358 0.00526391 0.00414732 0.00310907 0.00208703
internal_count=3910 987 2923 2669 1816 1533
is_linear=0
shrinkage=0.1


Tree=6993
num_leaves=8
num_cat=0
split_feature=1 13 1 3 1 4 15
split_gain=1.91653e-05 4.33581e-05 3.58266e-05 4.29199e-05 3.80148e-05 3.75723e-05 3.11209e-05
threshold=0.10786000000000001 -0.070174999999999987 0.096035000000000023 -0.115685 0.088010000000000019 -0.083329999999999987 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.00032471546328578663 0.00044276602380534212 0.0002139823471843675 -0.00040244529145244635 2.4832416361302754e-05 0.00018577415025420886 -0.00041064467330379888 -0.00023940126796254604
leaf_weight=0.0011717579713159572 0.0010416876517999351 0.0010489417908214446 0.0010568676829145179 0.0013773974601724202 0.0012821889105818288 0.0017041415548083763 0.0013077941389045087
leaf_count=234 363 206 379 471 420 1654 183
internal_value=0 0.000109637 -7.16343e-05 -8.47388e-06 -9.79426e-05 -0.000215994 -3.76082e-05
internal_weight=0 0.00339842 0.00659235 0.00553549 0.00436373 0.00308154 0.00235674
internal_count=3910 752 3158 2779 2545 2125 389
is_linear=0
shrinkage=0.00196078


Tree=6994
num_leaves=8
num_cat=0
split_feature=11 3 15 52 15 15 1
split_gain=2.3449e-05 2.71886e-05 3.51999e-05 7.41404e-05 5.8747e-05 5.44713e-05 7.89173e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.017214999999999998 0.086950000000000013 0.024640000000000006 -0.074174999999999977 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00028991586545650677 -0.00029361598307837728 -0.00039391941570493093 0.0006514627457512586 -0.00031981566202341779 4.4965719230390869e-05 -0.00050459013721686945 0.00023408181602002642
leaf_weight=0.0012463055163270788 0.0010133599274988721 0.0012537130541213433 0.0010781666955503022 0.0010257025963204998 0.0014263477384599918 0.0011537685581103439 0.0019912133261753193
leaf_count=247 279 674 356 642 744 431 537
internal_value=0 2.06943e-05 -2.16233e-05 0.000124209 0.000306056 -0.000138663 -8.55338e-06
internal_weight=0 0.00917522 0.00792891 0.00353022 0.00250451 0.00439869 0.00324493
internal_count=3910 3631 3384 1742 1100 1642 1211
is_linear=0
shrinkage=0.00196078


Tree=6995
num_leaves=8
num_cat=0
split_feature=11 49 47 49 0 2 49
split_gain=2.75475e-05 2.1239e-05 3.90636e-05 4.25898e-05 6.11529e-05 7.34998e-05 2.71491e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 0.10436500000000001 1.0000000180025095e-35 -0.014809999999999999 0.081110000000000015 -0.075429999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=4.5842331757395108e-05 -0.00030925637848544936 -0.00013510336006713417 0.00038386999657840688 -0.00035168731719819354 -0.00023109600917792434 0.0005386552484618034 -0.00037428160502306796
leaf_weight=0.0014283089097151 0.0010438718940738488 0.0010211867018074146 0.0013453987790025528 0.0010125021278914407 0.0014090404589353926 0.0015944333407686764 0.0010092292308664329
leaf_count=332 304 554 234 715 211 1186 374
internal_value=0 2.75933e-05 8.70551e-05 7.77746e-06 9.82097e-05 0.000275607 -0.000128104
internal_weight=0 0.0088201 0.00638256 0.00503716 0.00402466 0.00261562 0.00243754
internal_count=3910 3606 2900 2666 1951 1740 706
is_linear=0
shrinkage=0.00196078


Tree=6996
num_leaves=7
num_cat=0
split_feature=1 4 2 2 47 16
split_gain=9.72194e-06 2.42936e-05 1.51302e-05 2.83451e-05 3.44581e-05 2.81466e-05
threshold=0.076710000000000014 -0.083329999999999987 0.11462500000000002 0.096750000000000017 0.09252500000000001 -0.088144999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.0030035849835438428 0.023310636981136182 -0.015548350459651347 0.011249063848894205 -0.014189757366942175 -0.010913975443358552 0.0014381618459827945
leaf_weight=0.0016655232358051659 0.0010074992390120897 0.0012250129617262853 0.0014135331443817824 0.0011496245412058138 0.0010839535010190972 0.0014141536277716964
leaf_count=454 288 1554 413 295 223 683
internal_value=0 -0.00485875 0.00218776 -0.000563646 0.00390488 0.0105379
internal_weight=0 0.00289054 0.00606876 0.00465523 0.00350561 0.00242165
internal_count=3910 2008 1902 1489 1194 971
is_linear=0
shrinkage=0.1


Tree=6997
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=2.13582e-05 2.26463e-05 3.76597e-05 6.04842e-05 4.56068e-05 3.7088e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0002257624195913241 -0.00027241871567083094 -0.00037010677104618397 0.00030079111635276511 0.00022358663081064131 0.00037555302182594257 -0.00025664549366091912
leaf_weight=0.0011643552438188867 0.0010149884323219687 0.0013811971589846352 0.0019680149837456116 0.0010650942278390384 0.0015053811249635743 0.0014738737950063139
leaf_count=380 304 536 581 142 1057 910
internal_value=0 2.84101e-05 6.84378e-05 -1.5844e-05 0.000105141 -5.51887e-05
internal_weight=0 0.00855792 0.00739356 0.00542555 0.00404435 0.00253897
internal_count=3910 3606 3226 2645 2109 1052
is_linear=0
shrinkage=0.00196078


Tree=6998
num_leaves=7
num_cat=0
split_feature=42 0 49 457 15 4
split_gain=1.81825e-05 3.06761e-05 4.92957e-05 6.12703e-05 4.66343e-05 6.78768e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.0019649999999999997 0.082870000000000013 -0.015439999999999997 0.25367000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.00063256612186596598 -0.00021947051797672134 0.00024475835501104707 -0.00039872202512385711 2.3063653641438172e-05 0.00031344044604625625 0.00022575656668408025
leaf_weight=0.0010122475003622668 0.0013541120298268079 0.0019038023829355665 0.0013442594561695323 0.0011949312045633942 0.0019062856905561467 0.0013325292902273507
leaf_count=418 843 364 742 226 1099 218
internal_value=0 2.47946e-05 -3.68772e-05 -0.000277619 7.90623e-05 -8.7851e-05
internal_weight=0 0.00869406 0.00679025 0.00220718 0.00458307 0.00267679
internal_count=3910 3067 2703 644 2059 960
is_linear=0
shrinkage=0.00196078


Tree=6999
num_leaves=7
num_cat=0
split_feature=11 1 3 16 3 2
split_gain=2.03717e-05 2.18471e-05 4.49327e-05 3.10498e-05 5.27538e-05 1.52666e-05
threshold=1.0000000180025095e-35 0.10113500000000002 0.090325000000000003 -0.089864999999999987 -0.021064999999999997 0.11462500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
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leaf_weight=0.0015804249783305546 0.0010086792179956191 0.0013181602097077656 0.0010539558129546442 0.0018856901501921809 0.0017254870588515447 0.0010105957851106722
leaf_count=635 304 526 119 1863 264 199
internal_value=0 2.25907e-05 0.000145206 -5.73024e-05 4.30138e-05 -3.53656e-05
internal_weight=0 0.00857431 0.00338271 0.0051916 0.00361118 0.00206455
internal_count=3910 3606 844 2762 2127 318
is_linear=0
shrinkage=0.00196078


Tree=7000
num_leaves=7
num_cat=0
split_feature=12 2 4 52 13 49
split_gain=9.90229e-06 1.7372e-05 4.53879e-05 3.64189e-05 7.17249e-05 3.61949e-05
threshold=0.10595000000000002 0.086650000000000019 -0.0010999999999999996 0.091210000000000013 -0.015744999999999999 -0.0046099999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0067946085242492531 -0.0094585536584761848 0.015906116612202724 -0.018292593769785995 0.018634532554778593 0.00080491165873357729 -0.02496396668503844
leaf_weight=0.0015205577122121927 0.0010024593378031967 0.0015560523627073642 0.0013717607779422309 0.0013565850937206679 0.0010801602123534401 0.0011003292520726099
leaf_count=1149 391 808 368 525 198 471
internal_value=0 0.00108566 -0.00510368 0.0046005 -0.000494682 -0.0121987
internal_weight=0 0.00798545 0.00289232 0.00509313 0.00373654 0.00218049
internal_count=3910 3519 1517 2002 1477 669
is_linear=0
shrinkage=0.1


Tree=7001
num_leaves=7
num_cat=0
split_feature=52 13 150 47 1 16
split_gain=1.10131e-05 2.82499e-05 2.83947e-05 3.76782e-05 4.42088e-05 3.63944e-05
threshold=0.11401500000000002 -0.23438999999999996 0.087235000000000021 0.09252500000000001 0.090355000000000005 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0166868055813468 -0.0089849360759945672 0.012713259203511712 -0.015822553243509851 -0.012563355624443813 0.020885140507893776 -0.010261685554424645
leaf_weight=0.0010339647061590679 0.0012030689256086026 0.001177042219105182 0.0010924423051797668 0.0013805736829074367 0.0014156628638352731 0.0016645345339959794
leaf_count=169 647 644 322 305 636 1187
internal_value=0 0.00129738 -0.00106689 0.00179232 0.00644771 -0.000744969
internal_weight=0 0.00776422 0.00673026 0.00563781 0.00425724 0.00284158
internal_count=3910 3263 3094 2772 2467 1831
is_linear=0
shrinkage=0.1


Tree=7002
num_leaves=6
num_cat=0
split_feature=47 13 51 12 2
split_gain=1.37557e-05 3.03669e-05 2.71934e-05 3.40953e-05 1.63442e-05
threshold=0.10436500000000001 -0.13934999999999997 0.085845000000000019 0.086935000000000012 0.086915000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.015030828890708585 0.008595265670606039 0.0016004468232313409 -0.013220435368340595 -0.0073225422087996178 0.015997366491104868
leaf_weight=0.001414410108635758 0.0015196724473111939 0.0013099666706550932 0.001067671841293737 0.0016568787601857881 0.0019810245908965613
leaf_count=299 290 689 412 1579 641
internal_value=0 -0.00184654 0.00125343 0.00437666 0.0102667
internal_weight=0 0.00742995 0.00601554 0.00494787 0.00329099
internal_count=3910 3620 3321 2909 1330
is_linear=0
shrinkage=0.1


Tree=7003
num_leaves=8
num_cat=0
split_feature=11 2 3 1 43 3 0
split_gain=4.30975e-05 2.4648e-05 4.39537e-05 3.2998e-05 4.77355e-05 7.58367e-05 2.21431e-05
threshold=0.077330000000000024 0.099015000000000006 0.090325000000000003 0.095575000000000007 -0.083899999999999988 0.084925000000000014 -0.14136999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00020136518551453701 -0.00039424695424749364 0.00045396329379728819 -0.00015182314779611393 0.00015493446926909021 -0.00060304815138879594 7.0130291364522184e-05 0.0002192497598406155
leaf_weight=0.0010004502321239333 0.0010132546772254171 0.0012523838841858766 0.0014634895841656378 0.0019318580803607552 0.0014413726362562846 0.0011621574454253882 0.0010705343427805285
leaf_count=564 279 688 139 467 1459 132 182
internal_value=0 3.15494e-05 0.000153459 -5.18345e-05 -0.00016267 -0.000302556 4.94186e-06
internal_weight=0 0.00932225 0.00378641 0.00553584 0.00360398 0.00260353 0.00253402
internal_count=3910 3631 1009 2622 2155 1591 321
is_linear=0
shrinkage=0.00196078


Tree=7004
num_leaves=8
num_cat=0
split_feature=47 12 15 52 4 2 16
split_gain=1.89514e-05 2.53507e-05 2.78766e-05 4.76147e-05 4.73811e-05 4.68331e-05 3.54007e-05
threshold=0.10436500000000001 0.10129000000000001 -0.10192499999999999 -0.092854999999999979 -0.060264999999999992 0.090695000000000012 -0.071319999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.00024591765205322035 0.00018103747135387089 -0.00033138447592007624 -0.00032171395047896864 0.00019293199438303921 0.00012312089131346341 -0.00036791492373312921 0.00061491822297559924
leaf_weight=0.0014709841259475101 0.0016804758076100204 0.001054102332337878 0.001039874994200711 0.0012997114940226148 0.00125255102019522 0.0010229860432337625 0.001021781350423439
leaf_count=506 290 462 532 958 396 232 534
internal_value=0 -4.76214e-05 -5.5392e-06 5.7189e-05 0.000142899 -5.40819e-05 0.000344069
internal_weight=0 0.00816199 0.00710789 0.0056369 0.00459703 0.0023227 0.00227433
internal_count=3910 3620 3158 2652 2120 1190 930
is_linear=0
shrinkage=0.00196078


Tree=7005
num_leaves=8
num_cat=0
split_feature=157 160 42 42 151 13 2
split_gain=1.98807e-05 5.9823e-05 2.50711e-05 3.18887e-05 4.10328e-05 6.71631e-05 5.22748e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.0088999999999999982 -0.15610499999999997 0.088675000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.00025062406321061661 -0.00043061807613680125 -0.00020878831644320186 -0.0001970794649798851 -0.00021068701802657054 -0.00013692397570818786 0.00010088420371315548 0.0006596288590444122
leaf_weight=0.0010119727353474035 0.001283285497069137 0.0013960470424218396 0.0010209095992328608 0.0011504099834436683 0.0012111645816879598 0.0011234612005900026 0.0015076946301533401
leaf_count=563 828 875 254 587 136 385 282
internal_value=0 -3.97609e-05 2.79318e-05 8.28856e-05 0.000152331 0.00024517 0.000421054
internal_weight=0 0.00869297 0.00740969 0.00601364 0.00486323 0.00384232 0.00263116
internal_count=3910 3347 2519 1644 1057 803 667
is_linear=0
shrinkage=0.00196078


Tree=7006
num_leaves=8
num_cat=0
split_feature=157 160 133 133 42 2 52
split_gain=3.17366e-05 5.4526e-05 7.80299e-05 4.34639e-05 6.93043e-05 5.56416e-05 5.37437e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.094185000000000005 0.088115000000000013 0.10796500000000002 -0.031409999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00031834036723292551 -0.00040619201084220462 -0.00049228351173915793 -0.00013633514629170752 -0.00028267582749799089 0.00055622235618012022 -0.00027998366316205037 0.0003957797379605049
leaf_weight=0.0010095015285880868 0.0013868759512853978 0.0010121379846615786 0.0011909495420165364 0.0010166872691563375 0.0012966821468701969 0.0014161518062771094 0.0018844490739417905
leaf_count=517 856 847 316 512 277 269 316
internal_value=0 -4.78912e-05 1.56774e-05 9.12296e-05 0.000156905 4.16246e-05 0.000189718
internal_weight=0 0.00920393 0.00781706 0.00680492 0.00578823 0.00449155 0.0030754
internal_count=3910 3393 2537 1690 1178 901 632
is_linear=0
shrinkage=0.00196078


Tree=7007
num_leaves=7
num_cat=0
split_feature=47 43 16 16 2 49
split_gain=1.09653e-05 2.46918e-05 5.96725e-05 3.86067e-05 3.68421e-05 3.61937e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15737500000000001 -0.0083999999999999995 0.085255000000000011 -0.0090499999999999973
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.012838958914349847 0.0076132910873794261 0.0092590525457628605 -0.024813192354246796 0.014701455475524677 0.0021440933584031124 -0.02149629691949969
leaf_weight=0.00101333434448084 0.0015309620623957469 0.0012878719753440081 0.0011311072706772698 0.0014049047595713193 0.0011332552402849197 0.0015112877087742698
leaf_count=251 290 896 470 649 298 1056
internal_value=0 -0.00167539 -0.00394919 0.000472397 -0.00461111 -0.0113658
internal_weight=0 0.00748176 0.00646843 0.00533732 0.00393241 0.00264454
internal_count=3910 3620 3369 2899 2250 1354
is_linear=0
shrinkage=0.1


Tree=7008
num_leaves=6
num_cat=0
split_feature=1 3 3 15 16
split_gain=1.01651e-05 2.2269e-05 2.69095e-05 3.86345e-05 2.2061e-05
threshold=0.10113500000000002 -0.115685 -0.069909999999999986 -0.008624999999999999 -0.072804999999999981
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.0095688286447629112 0.011512587220134955 -0.017752407230850052 -0.01332004611789394 0.010239531590425205 -0.0039447050785615086
leaf_weight=0.0011279836518882699 0.001883909722464138 0.00137009655746185 0.0012942515060516213 0.0015059554438631314 0.0018108651491817733
leaf_count=254 471 2049 335 285 516
internal_value=0 -0.00289683 -0.00626854 -0.00064967 0.00393673
internal_weight=0 0.00529829 0.0041703 0.00280021 0.00369477
internal_count=3910 2923 2669 620 987
is_linear=0
shrinkage=0.1


Tree=7009
num_leaves=9
num_cat=0
split_feature=11 1 42 13 16 3 16 1
split_gain=5.23842e-05 2.91487e-05 5.84004e-05 6.21403e-05 6.82312e-05 4.70875e-05 2.82793e-05 2.74602e-05
threshold=0.077330000000000024 0.10113500000000002 0.086325000000000013 -0.0030249999999999995 0.0032450000000000005 0.090325000000000003 -0.057604999999999996 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -5 -7
right_child=-2 5 -4 6 -6 7 -8 -9
leaf_value=0.00066436545111887325 -0.00042966778822139842 0.00044863098965695821 -0.00045145254385188348 -0.00034286647958113912 -4.8536775108322955e-05 0.00022223013656250717 7.4121377265751764e-05 -0.00021165061897636509
leaf_weight=0.0010092560146832451 0.0010247848822478546 0.0014480206866095101 0.0011227486024173797 0.0014133683592471068 0.0010564560986934639 0.0010720349660771069 0.0011214203802308717 0.0011760502445174743
leaf_count=827 279 526 1105 376 137 113 342 205
internal_value=0 3.71414e-05 -5.05142e-05 4.73345e-05 0.00029977 0.000172872 -0.000158386 -4.74772e-06
internal_weight=0 0.00941936 0.00572325 0.0046005 0.00206571 0.00369611 0.00253479 0.00224809
internal_count=3910 3631 2787 1682 964 844 718 318
is_linear=0
shrinkage=0.00196078


Tree=7010
num_leaves=9
num_cat=0
split_feature=11 16 2 43 0 12 15 0
split_gain=2.89081e-05 2.71073e-05 4.5215e-05 8.08924e-05 5.62674e-05 8.47432e-05 3.2207e-05 2.68049e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.017214999999999998 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -4 -3
right_child=-2 2 6 -5 -6 -7 -8 -9
leaf_value=-0.00024439101638849597 -0.0003173834933814143 0.00017724624870547829 8.1108781610306341e-05 -0.00051675557820218918 -0.00030351856093075916 0.0006050081714271331 0.00057175348253659026 -0.00025847219324807167
leaf_weight=0.0012086339200145487 0.0010380250502972617 0.0011698972821791104 0.0010564245500101278 0.0010280769561708085 0.0010605807708580208 0.0013161768048399387 0.001002472000869408 0.0010127330919804047
leaf_count=380 304 152 387 461 235 834 194 963
internal_value=0 2.84807e-05 7.16126e-05 -1.99153e-05 9.21151e-05 0.000212042 0.000320003 -2.49256e-05
internal_weight=0 0.008855 0.00764636 0.00558746 0.00455939 0.00349881 0.0020589 0.00218263
internal_count=3910 3606 3226 2645 2184 1949 581 1115
is_linear=0
shrinkage=0.00196078


Tree=7011
num_leaves=8
num_cat=0
split_feature=133 50 156 15 47 42 43
split_gain=3.55931e-05 4.09108e-05 3.79128e-05 4.02581e-05 4.7859e-05 4.73147e-05 4.2358e-05
threshold=0.099765000000000006 0.07992500000000001 0.084090000000000012 -0.07142999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.019509999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7
right_child=-2 -3 -4 5 -6 6 -8
leaf_value=0.00016349595689480622 -0.00036133916262435226 -0.00033931758702642796 -0.00028571005022087873 -0.00012025756888753601 -0.00031778315259439678 0.0006286876337637682 0.00016971481737410274
leaf_weight=0.001831716615280501 0.0010143350739060713 0.0010529508226274379 0.0010105789065225695 0.0010244982222862879 0.0014027114011151861 0.0013433557411946344 0.0018210551285042917
leaf_count=611 608 594 486 464 255 366 526
internal_value=0 2.5099e-05 7.05953e-05 0.000119101 -4.52259e-05 0.000245985 0.000364558
internal_weight=0 0.00948687 0.00843392 0.00742334 0.00323443 0.00418891 0.00316441
internal_count=3910 3302 2708 2222 866 1356 892
is_linear=0
shrinkage=0.00196078


Tree=7012
num_leaves=8
num_cat=0
split_feature=52 160 0 52 2 0 2
split_gain=1.20055e-05 3.87961e-05 3.15318e-05 1.98423e-05 6.32239e-05 5.16659e-05 1.48579e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.10433000000000002 0.10393500000000001 -0.084304999999999977 0.088895000000000016
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=-0.0090172187758495847 -0.019633414072184385 -0.0063116667428767068 0.0037194730923811345 0.013574909586625675 -0.020837228535327046 0.021768566952611361 0.020930869210070313
leaf_weight=0.0010532880860258434 0.001104310773454604 0.0014255520809913149 0.0010003057123680703 0.0010137866821362355 0.0012327077475530451 0.001212610415595223 0.0010059565463783624
leaf_count=128 924 607 424 251 286 652 638
internal_value=0 -0.00270604 0.00499368 0.00112086 -0.00214087 0.00659519 0.0123494
internal_weight=0 0.00598897 0.00305955 0.00488466 0.00387087 0.00263816 0.00200626
internal_count=3910 2720 1190 1796 1545 1259 1062
is_linear=0
shrinkage=0.1


Tree=7013
num_leaves=7
num_cat=0
split_feature=1 2 15 51 16 0
split_gain=1.16998e-05 2.2425e-05 2.23308e-05 2.82035e-05 3.97838e-05 4.11827e-05
threshold=0.076710000000000014 0.096540000000000015 0.024640000000000006 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
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leaf_value=-0.014705048685662435 0.019229767975290107 0.0029118802739709088 -0.010792475895623405 -0.0059486917157065824 -0.014347728678860611 0.018517396985484508
leaf_weight=0.0013565786363980386 0.001110931702962655 0.0015460168785966922 0.0010626396276706843 0.0012355984363288464 0.0011623405354525577 0.0015523817486825979
leaf_count=1452 269 556 544 135 430 524
internal_value=0 -0.0053217 0.00238629 0.00515325 0.00119457 0.00767433
internal_weight=0 0.0029026 0.00612389 0.00506125 0.00395032 0.00278798
internal_count=3910 2008 1902 1358 1089 659
is_linear=0
shrinkage=0.1


Tree=7014
num_leaves=8
num_cat=0
split_feature=50 4 12 4 15 15 48
split_gain=1.0764e-05 2.48913e-05 2.37705e-05 3.0715e-05 4.40398e-05 5.08633e-05 5.04694e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0089849999999999982 -0.23071499999999998 -0.0089749999999999986 0.083185000000000023 0.083775000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.014050997656006809 -0.0098302014018783399 0.015208240777627641 -0.012384528458419922 -0.020100013343212944 0.032137311374085188 0.0012216467550152023 0.0092098371605163799
leaf_weight=0.0011714241144275637 0.0010063768864536074 0.0010872622639353973 0.0012363540600745454 0.0010671690197719763 0.0010087821768143422 0.0011263597920807536 0.001307024718629595
leaf_count=307 715 396 222 643 200 1068 359
internal_value=0 0.00114274 -0.00106813 0.0015788 0.00540721 0.0158282 -0.00396456
internal_weight=0 0.00800438 0.00691711 0.00574569 0.00450934 0.00213514 0.00237419
internal_count=3910 3195 2799 2492 2270 1268 1002
is_linear=0
shrinkage=0.1


Tree=7015
num_leaves=7
num_cat=0
split_feature=1 42 133 15 15 48
split_gain=9.52964e-06 2.30816e-05 2.84567e-05 3.85975e-05 4.26483e-05 2.83858e-05
threshold=0.12730000000000002 0.088915000000000008 0.065880000000000008 1.0000000180025095e-35 -0.07142999999999998 0.086125000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0037988587410539734 0.0083487169070324344 -0.01309694205630346 0.01418962656929007 -0.018553396938747507 0.015644739675581165 -0.017783903061394074
leaf_weight=0.0013877271508218455 0.0011687786919484166 0.0013745238737782103 0.0013329388695580407 0.0011272522680041289 0.0015106895699475184 0.0010864654068101763
leaf_count=319 345 1025 793 726 445 257
internal_value=0 -0.00133229 0.00117672 -0.00221626 0.00240522 -0.00567855
internal_weight=0 0.0078196 0.00644507 0.00511213 0.00398488 0.00247419
internal_count=3910 3565 2540 1747 1021 576
is_linear=0
shrinkage=0.1


Tree=7016
num_leaves=6
num_cat=0
split_feature=160 42 43 2 15
split_gain=1.01028e-05 2.8458e-05 2.57944e-05 2.8633e-05 3.02028e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0064383379873359479 -0.011678166182784071 0.015498963591769341 -0.01268693607936525 0.014828074563242089 -0.0055193795588417607
leaf_weight=0.0019480901335496136 0.0012964495717870906 0.0016018495676991913 0.0011708511632110455 0.0016425814100201625 0.001312336938144676
leaf_count=1218 882 604 520 331 355
internal_value=0 0.00170063 0.00472893 0.000547418 0.00579137
internal_weight=0 0.00702407 0.00572762 0.00412577 0.00295492
internal_count=3910 2692 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=7017
num_leaves=7
num_cat=0
split_feature=1 43 150 16 16 0
split_gain=9.28064e-06 2.1106e-05 1.64701e-05 4.32418e-05 2.84468e-05 3.28687e-05
threshold=0.076710000000000014 0.0016850000000000001 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.06402999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.012066356042957388 -0.018781589272306262 0.0052343792676297733 0.011929341313448845 0.014433162404327092 -0.015293945011492609 0.0097593781821383955
leaf_weight=0.0016623326259090994 0.0010261524166146358 0.0012246069690930339 0.0013436889628734468 0.0016058886157577948 0.0010894309842678239 0.0010083543385624014
leaf_count=1581 274 427 362 501 447 318
internal_value=0 -0.00472758 0.00215918 -0.000616409 0.0044165 -0.00325142
internal_weight=0 0.00288694 0.00607352 0.00472983 0.00370367 0.00209779
internal_count=3910 2008 1902 1540 1266 765
is_linear=0
shrinkage=0.1


Tree=7018
num_leaves=7
num_cat=0
split_feature=4 39 2 2 42 1
split_gain=9.32752e-06 2.27936e-05 3.82994e-05 8.54161e-05 3.16307e-05 4.8443e-05
threshold=0.27020000000000005 0.083240000000000022 0.106285 0.094010000000000024 0.085195000000000007 0.090355000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.013645949444575943 0.0073384831120999194 -0.014964286347778386 0.014456592738516348 -0.029462541337458001 0.016374780049786736 0.014247211034492361
leaf_weight=0.0016317356847421467 0.0014333268204649455 0.0010722093848432417 0.0015541461453184111 0.001010321363500888 0.0012375127994255285 0.0010068196037851954
leaf_count=1076 472 269 488 452 973 180
internal_value=0 -0.00146445 0.00078298 -0.003566 0.0031841 -0.00300248
internal_weight=0 0.00751274 0.00644054 0.00488639 0.00387607 0.00263856
internal_count=3910 3438 3169 2681 2229 1256
is_linear=0
shrinkage=0.1


Tree=7019
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 4
split_gain=1.08854e-05 2.50071e-05 4.85942e-05 2.30053e-05 4.28801e-05 4.47493e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.021910414496265782 -0.0089038022291261284 -0.0019302824258661745 0.0081839194699261618 0.015560430849673507 -0.01359403156014599 0.024326725214803873
leaf_weight=0.0011458850718689838 0.0012015984422206766 0.0016844792943139456 0.0010090280733036346 0.0014780740147413039 0.0013486288834885628 0.0010559694580495578
leaf_count=485 843 643 220 302 496 921
internal_value=0 0.00132787 -0.00781888 0.00486836 0.00100352 0.00818726
internal_weight=0 0.00772206 0.00215491 0.00556715 0.00408908 0.00274045
internal_count=3910 3067 705 2362 2060 1564
is_linear=0
shrinkage=0.1


Tree=7020
num_leaves=8
num_cat=0
split_feature=11 13 39 1 4 15 1
split_gain=2.78944e-05 2.26903e-05 4.86302e-05 5.65461e-05 5.11253e-05 4.16331e-05 4.14091e-05
threshold=0.077330000000000024 -0.083514999999999992 0.005105000000000001 0.11593500000000001 -0.032604999999999995 -0.076594999999999983 0.086245000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-2.1060851699166588e-05 -0.00032266461045821752 -0.00030452286974869645 0.0003542909156369256 -0.0005365714952784785 -4.0325001366134213e-05 0.00044997773478948832 0.00048630008276829732
leaf_weight=0.0016149243112615515 0.0010211294312275571 0.0015889108251368675 0.0010024594800048829 0.0010018631306049413 0.0018874704080813151 0.0010287503640065722 0.0010023475215702043
leaf_count=720 279 1202 309 176 456 378 390
internal_value=0 1.90609e-05 -4.29323e-05 -0.00011524 -2.15437e-05 0.000132638 0.000173245
internal_weight=0 0.00912673 0.00650945 0.00550699 0.00450513 0.00291622 0.00261727
internal_count=3910 3631 2521 2212 2036 834 1110
is_linear=0
shrinkage=0.00196078


Tree=7021
num_leaves=9
num_cat=0
split_feature=157 160 12 42 151 4 0 13
split_gain=2.25205e-05 4.42548e-05 3.46958e-05 4.01115e-05 4.93992e-05 5.48987e-05 3.42759e-05 5.1453e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.023959999999999995 0.091955000000000023 -0.0088999999999999982 0.15927500000000003 -0.08824499999999999 -0.074599999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=0.0002691361520657065 -0.00037168240107684396 -0.00031810116086950575 -0.00023285068924984702 -0.00028754055532935295 -0.00017605954694704972 0.00062798212920965894 0.00055108553769647912 -3.6164015181580163e-05
leaf_weight=0.0010151968286481435 0.0013113198255298121 0.0010185110142848152 0.0011108281298347717 0.001013862023565534 0.0010935849793003837 0.0010226008526541836 0.0011028978476923343 0.0011953026509260616
leaf_count=563 828 391 228 483 311 142 261 703
internal_value=0 -3.91665e-05 1.85284e-05 7.0961e-05 0.000136745 0.00022975 0.000109685 0.000245655
internal_weight=0 0.00886891 0.00755759 0.00653908 0.00552521 0.00441439 0.00339179 0.0022982
internal_count=3910 3347 2519 2128 1645 1417 1275 964
is_linear=0
shrinkage=0.00196078


Tree=7022
num_leaves=8
num_cat=0
split_feature=47 4 4 15 3 4 13
split_gain=2.81552e-05 5.21263e-05 4.72327e-05 5.68203e-05 4.49696e-05 2.29166e-05 3.1876e-05
threshold=0.11669500000000001 0.24280000000000004 -0.0010999999999999996 -0.021529999999999997 0.0039000000000000003 -0.23071499999999998 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -7
right_child=-2 -3 4 5 -6 6 -8
leaf_value=0.00047677739900931751 -0.00030706182760494228 0.00031734142035549603 -0.00055786899252818442 -0.00022819817871239724 -3.3136824105981992e-05 -0.00015989837995399706 0.00032902821491613386
leaf_weight=0.0010307735089594115 0.0010696621684141887 0.0019072941746762226 0.0011106942595362646 0.0015208310733261631 0.001444618641466916 0.0010053688771419029 0.0010461112731882157
leaf_count=588 179 512 574 258 153 1224 422
internal_value=0 2.92987e-05 -4.74478e-05 7.12222e-05 -0.000261217 -4.57988e-05 8.942e-05
internal_weight=0 0.00906569 0.0071584 0.00460308 0.00255531 0.00357231 0.00205148
internal_count=3910 3731 3219 2492 727 1904 1646
is_linear=0
shrinkage=0.00196078


Tree=7023
num_leaves=7
num_cat=0
split_feature=50 484 42 43 4 16
split_gain=1.28327e-05 2.25448e-05 2.03264e-05 3.658e-05 4.42604e-05 5.29582e-05
threshold=0.07992500000000001 0.084225000000000008 -1.0000000180025095e-35 -0.074254999999999988 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.012528100513416761 -0.010336344266984172 0.015321376877222773 0.014455663806603895 -0.015187254021080097 -0.0097651231032091657 0.020640399310043661
leaf_weight=0.0012023220286470513 0.0010716037430297315 0.0010045218709506393 0.0016263090348854871 0.0017670267717066904 0.0011138530333035651 0.0011793513655943401
leaf_count=808 755 416 710 792 247 182
internal_value=0 0.00132596 -0.000714827 0.00178289 -0.00329314 0.00587186
internal_weight=0 0.00789338 0.00688886 0.00568654 0.00406023 0.0022932
internal_count=3910 3155 2739 1931 1221 429
is_linear=0
shrinkage=0.1


Tree=7024
num_leaves=6
num_cat=0
split_feature=42 0 1 49 12
split_gain=1.09761e-05 2.62129e-05 4.02928e-05 3.30677e-05 3.35145e-05
threshold=0.091955000000000023 -0.017269999999999997 0.11986000000000001 -0.0019649999999999997 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0088916770408121876 -0.0089240788092162168 0.012358750384880018 -0.019361641105500028 -0.00022309628273259877 0.020665276036708924
leaf_weight=0.0017811707127846155 0.0012085174154013037 0.0016840242813258455 0.0010691944898624803 0.0019267637216832357 0.0012773146079224351
leaf_count=582 843 364 231 818 1072
internal_value=0 0.00132322 -0.00174628 0.00203172 0.00810411
internal_weight=0 0.00773847 0.00605444 0.00498525 0.00320408
internal_count=3910 3067 2703 2472 1890
is_linear=0
shrinkage=0.1


Tree=7025
num_leaves=7
num_cat=0
split_feature=11 2 3 52 4 13
split_gain=2.46897e-05 1.92188e-05 4.88949e-05 3.7171e-05 6.09753e-05 2.7567e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.0053050000000000007 0.0057500000000000008 -0.23438999999999996
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00019847698256739025 -0.00029401071876672521 0.0004344057959336893 0.0002276907169986549 -0.00038212970639108721 0.00030831974932808758 -0.00017856257763190691
leaf_weight=0.001987572123172696 0.0010385972476297444 0.0013215838784862424 0.001032385654035476 0.0010625811672456231 0.0016878250824482843 0.0016990387928270828
leaf_count=1183 304 740 153 1022 285 223
internal_value=0 2.56675e-05 0.000124792 -5.91268e-05 3.42555e-05 -2.50126e-05
internal_weight=0 0.00879099 0.00405301 0.00473798 0.0036754 0.00273142
internal_count=3910 3606 1116 2490 1468 376
is_linear=0
shrinkage=0.00196078


Tree=7026
num_leaves=7
num_cat=0
split_feature=50 4 151 2 15 3
split_gain=1.12061e-05 2.33984e-05 2.45985e-05 4.26132e-05 4.9241e-05 4.98622e-05
threshold=0.07992500000000001 0.28937500000000005 -0.024429999999999997 0.10457000000000001 -0.038029999999999987 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.011296933736989917 -0.0096620492108661984 0.014878519476229935 -0.013762751829694464 -0.017655947236652116 -0.0037766961325547315 0.024259871595807465
leaf_weight=0.0013237861663862654 0.0010702868477721486 0.0010851740096119054 0.0013373774220402394 0.001594386403936378 0.0012958798806323737 0.0012425978365770336
leaf_count=445 755 396 551 471 1090 202
internal_value=0 0.00124318 -0.000934726 -0.00389476 0.00176609 0.00994735
internal_weight=0 0.0078792 0.00679403 0.00547024 0.00387586 0.00253848
internal_count=3910 3155 2759 2314 1843 1292
is_linear=0
shrinkage=0.1


Tree=7027
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 4
split_gain=9.98058e-06 2.96025e-05 2.72233e-05 4.68942e-05 3.96164e-05 4.92345e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.013723374577419265 0.0081390468477254077 0.013749540965881253 0.010162390946283018 -0.024827854268565822 -0.01749856833276171 0.0085811957409779229
leaf_weight=0.00115652463933647 0.0012744982144889073 0.0011015479612418444 0.0011286928987915678 0.0011505451513218259 0.001976353782899766 0.0011422375920712062
leaf_count=219 239 424 220 164 2390 254
internal_value=0 -0.00141848 -0.00396767 -0.00690713 -0.0020842 -0.00794641
internal_weight=0 0.0076559 0.00655435 0.00542566 0.00427512 0.00311859
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.1


Tree=7028
num_leaves=7
num_cat=0
split_feature=42 43 42 51 43 4
split_gain=9.15832e-06 2.24195e-05 3.14976e-05 3.29694e-05 4.31629e-05 3.44871e-05
threshold=0.091955000000000023 0.0016850000000000001 -1.0000000180025095e-35 -0.0093849999999999992 -0.042649999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.016234332932686037 -0.008164074828737173 0.012400261193408165 -0.014015056090665565 0.024010608550156978 -0.0127942793550828 0.0088566093311867305
leaf_weight=0.0011627478438100726 0.0012032659574760856 0.0014542580516196148 0.0010255494715021478 0.0010066423676512639 0.0012316925993773736 0.0018270003971943526
leaf_count=812 843 458 564 570 429 234
internal_value=0 0.00121643 -0.00138433 0.00200739 0.00604932 0.000138101
internal_weight=0 0.00770789 0.00625363 0.00509088 0.00406534 0.00305869
internal_count=3910 3067 2609 1797 1233 663
is_linear=0
shrinkage=0.1


Tree=7029
num_leaves=8
num_cat=0
split_feature=11 3 47 43 12 52 0
split_gain=2.82404e-05 2.83894e-05 3.70638e-05 3.06954e-05 7.6652e-05 5.7237e-05 3.04427e-05
threshold=0.077330000000000024 -0.10628499999999998 0.077735000000000012 -0.089604999999999976 0.086935000000000012 -0.0066199999999999991 -0.089879999999999974
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.00029641428351569714 -0.0003232219054596311 0.00037284109438274289 -0.00044845985725381325 -8.4010139693804352e-05 -0.00040317519270976452 0.00043358236617793662 1.3378245046796251e-05
leaf_weight=0.0012408971049405757 0.0010202446138070512 0.0010020325525149634 0.0012032649530430443 0.0017842426974845349 0.0013297674725029907 0.0015221757611348613 0.0010087803734714744
leaf_count=247 279 415 242 598 1244 624 261
internal_value=0 2.08184e-05 -2.27453e-05 6.16442e-05 -5.61564e-06 0.000154274 -0.000237843
internal_weight=0 0.00909116 0.00785026 0.00563822 0.00463619 0.00330642 0.00221205
internal_count=3910 3631 3384 2881 2466 1222 503
is_linear=0
shrinkage=0.00196078


Tree=7030
num_leaves=7
num_cat=0
split_feature=1 4 0 52 15 1
split_gain=9.30809e-06 2.58069e-05 1.64464e-05 3.87975e-05 3.0737e-05 4.83134e-06
threshold=0.076710000000000014 -0.083329999999999987 -0.10575999999999998 -0.0066199999999999991 -0.03231499999999999 0.11235500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -5
right_child=2 -3 4 5 -6 -7
leaf_value=0.0033776878836099138 -0.0060602662982645059 -0.015826948199655529 0.0073421824780461097 0.020565884669156844 -0.014206783772494036 0.01075549635846145
leaf_weight=0.0016531849675036261 0.0013918946981654264 0.0012132249742239296 0.0012872433606780761 0.0010047216772104811 0.0013625984657321892 0.0010032405325660755
leaf_count=454 236 1554 582 193 748 143
internal_value=0 -0.00475079 0.00216724 0.00677031 -0.0037387 0.0156643
internal_weight=0 0.00286641 0.0060497 0.00339986 0.00264984 0.00200796
internal_count=3910 2008 1902 572 1330 336
is_linear=0
shrinkage=0.1


Tree=7031
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 151 1 0
split_gain=4.22258e-05 2.85467e-05 4.41098e-05 6.1447e-05 4.56784e-05 2.69682e-05 8.07252e-05 1.8122e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.0088999999999999982 0.095575000000000007 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=5.3004567589881517e-05 -0.00038852943365729256 -0.00038062910277475941 0.00033365984320218156 -0.00053452879531127142 0.00031780068398945961 -0.00036267478508224 0.00033031294184551275 0.00042096083986441625
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leaf_count=300 279 316 387 329 509 1518 166 106
internal_value=0 3.54945e-05 -2.40786e-05 -9.16496e-05 -1.25434e-06 -0.00011357 -6.46123e-06 0.000238522
internal_weight=0 0.00907423 0.00701567 0.00590105 0.00490077 0.00362476 0.00258714 0.00205856
internal_count=3910 3631 3225 2838 2509 2000 1684 406
is_linear=0
shrinkage=0.00196078


Tree=7032
num_leaves=8
num_cat=0
split_feature=157 160 12 48 4 1 3
split_gain=3.02272e-05 6.0385e-05 3.93147e-05 6.49811e-05 5.69777e-05 5.32635e-05 2.64844e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.023959999999999995 0.10990500000000002 0.074650000000000008 0.090820000000000012 -0.082139999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00030885203044431664 -0.00043290785575380675 -0.0003354400751019127 0.00036393436676977715 -0.00038270500931699146 0.00047365634023108168 -0.00032652191783322324 -9.7012527784368617e-06
leaf_weight=0.0010405253279150836 0.0013118170793131809 0.0010229006318813747 0.0014459819649735436 0.0010014904270533552 0.0015910908592411729 0.0011263632864878985 0.0014717592310139601
leaf_count=563 828 391 783 103 287 404 551
internal_value=0 -4.41938e-05 2.23792e-05 7.75292e-05 0.000159322 3.56525e-05 0.000175466
internal_weight=0 0.0089714 0.00765959 0.00663669 0.0056352 0.0040441 0.00291774
internal_count=3910 3347 2519 2128 2025 1738 1334
is_linear=0
shrinkage=0.00196078


Tree=7033
num_leaves=7
num_cat=0
split_feature=52 13 1 2 3 0
split_gain=1.02031e-05 3.17775e-05 3.02603e-05 3.54829e-05 4.98939e-05 5.70234e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10251500000000001 -0.089974999999999986 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.01765725185632299 -0.0086848762268480189 -0.021045739537026376 -0.012513700008920381 0.017979199730233385 -0.0069669853300805039 0.022074728356729786
leaf_weight=0.001025712783472567 0.0011896170140905937 0.0010050909089868807 0.0017581880418060759 0.0011698702764768509 0.0016500050508708275 0.0011454503624235587
leaf_count=169 647 524 413 486 934 737
internal_value=0 0.00126126 -0.00123815 0.00275035 -0.00193734 0.00493299
internal_weight=0 0.00775432 0.0067286 0.00497042 0.00380055 0.00279546
internal_count=3910 3263 3094 2681 2195 1671
is_linear=0
shrinkage=0.1


Tree=7034
num_leaves=9
num_cat=0
split_feature=4 0 1 2 0 1 12 4
split_gain=3.03161e-05 7.20473e-05 2.84841e-05 4.20873e-05 8.88478e-05 5.93947e-05 5.54113e-05 3.91232e-05
threshold=-0.48072499999999996 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.14136999999999997 0.11097000000000001 0.095450000000000021 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 7 -4 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00032858883256122449 -0.0002556831344067708 0.00051312952154765963 -0.00042272374324883006 -9.0612165374997854e-05 0.00064084435131272794 -0.00036686198768800919 0.00016552701695839687 0.00045008024266355993
leaf_weight=0.0010330759160655225 0.0017702451390616426 0.0010367603333985452 0.0014739022494049455 0.0010143076272721967 0.0010392820860665179 0.0011885041299261874 0.0010572700317452704 0.0010441615064670784
leaf_count=208 1896 207 607 201 312 115 236 128
internal_value=0 2.48714e-05 -3.40744e-05 2.34696e-05 0.00014186 -1.78533e-05 -0.000177012 0.000183655
internal_weight=0 0.00962443 0.00858767 0.00681743 0.00428626 0.00324697 0.00253117 0.00205847
internal_count=3910 3702 3495 1599 756 444 843 329
is_linear=0
shrinkage=0.00196078


Tree=7035
num_leaves=7
num_cat=0
split_feature=1 42 457 2 3 12
split_gain=1.02279e-05 2.25418e-05 2.15346e-05 4.41772e-05 9.11855e-05 4.44193e-05
threshold=0.12730000000000002 0.088915000000000008 0.041935000000000007 0.11260500000000001 0.090325000000000003 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.016145540483716411 0.008684325963168758 -0.013013537933338896 0.013174548096038317 0.015984804041604163 -0.031990313258225586 -0.0082031205942288809
leaf_weight=0.0013124248237388089 0.0011631075342092515 0.0013700197467944337 0.0012033989227234641 0.001114978518088062 0.0010433924515849749 0.0017460030713515929
leaf_count=263 345 1025 300 245 142 1590
internal_value=0 -0.00136879 0.00111611 -0.0016655 -0.00646331 0.00224532
internal_weight=0 0.00779022 0.0064202 0.0052168 0.00410182 0.00305843
internal_count=3910 3565 2540 2240 1995 1853
is_linear=0
shrinkage=0.1


Tree=7036
num_leaves=7
num_cat=0
split_feature=15 151 12 16 3 16
split_gain=9.43248e-06 2.68817e-05 4.54066e-05 7.22669e-05 6.16907e-05 6.10328e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 -0.088024999999999978 0.022165000000000004
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
right_child=1 2 4 5 -6 -7
leaf_value=-0.0069618740518465286 0.016123795531279451 -0.029187120492394587 0.027648345526418594 0.019130709448379943 -0.0031028718951968555 -0.013449037727447738
leaf_weight=0.0016200081863814112 0.0010690676546744474 0.0011482804137589453 0.0010469400536323359 0.0010622558097348716 0.0017309929282669516 0.0012535431169423533
leaf_count=614 487 332 446 472 1300 259
internal_value=0 0.00147178 -0.00103767 -0.00867539 0.00848657 0.00149528
internal_weight=0 0.00731108 0.00624201 0.00346408 0.00277793 0.0023158
internal_count=3910 3296 2809 1063 1746 731
is_linear=0
shrinkage=0.1


Tree=7037
num_leaves=8
num_cat=0
split_feature=11 16 2 16 4 1 4
split_gain=2.33203e-05 2.88718e-05 4.52124e-05 6.75841e-05 4.14051e-05 5.07851e-05 2.27152e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.11180499999999999 -0.08422499999999998 0.09112000000000002 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=-0.00025987093233268256 -0.00028476209281060228 0.0004259401009281714 0.00052691768634912414 -0.00044100201006729326 0.00020836317337151342 -0.00027688026692409537 0.00011309789625471285
leaf_weight=0.0011948418865548481 0.0010566828312087361 0.0010453926289790225 0.0010087879679595555 0.0011911715298664849 0.0018001247642395553 0.0015374741636906151 0.0010313823492222557
leaf_count=380 304 219 288 515 1424 487 293
internal_value=0 2.35027e-05 6.79698e-05 -2.34387e-05 -0.00012717 -1.51656e-05 0.000317716
internal_weight=0 0.00880918 0.00761433 0.00557416 0.00452877 0.0033376 0.00204017
internal_count=3910 3606 3226 2645 2426 1911 581
is_linear=0
shrinkage=0.00196078


Tree=7038
num_leaves=7
num_cat=0
split_feature=151 48 16 13 2 12
split_gain=1.09355e-05 2.63264e-05 3.62612e-05 3.41586e-05 3.10699e-05 1.97153e-05
threshold=-0.084764999999999993 0.093225000000000016 -0.25582999999999995 0.0024700000000000004 0.084235000000000018 0.085185000000000025
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.009913727727676536 0.013457483712126942 0.013953164112158994 0.010632535403961979 -0.019269915105026496 -0.015808660677713009 0.0021964211650753649
leaf_weight=0.0010000104376422852 0.0013119059199595638 0.0013412271176825568 0.0015313053157622785 0.0012891238566866327 0.0013223170886795474 0.0011260375863467989
leaf_count=406 433 349 800 538 460 924
internal_value=0 0.00118391 -0.00141862 -0.00512271 -0.000540034 -0.00752783
internal_weight=0 0.00792192 0.00658069 0.00526878 0.00397966 0.00244835
internal_count=3910 3504 3155 2722 2184 1384
is_linear=0
shrinkage=0.1


Tree=7039
num_leaves=8
num_cat=0
split_feature=11 42 0 1 13 15 16
split_gain=3.56131e-05 3.05913e-05 5.87566e-05 7.25043e-05 9.00814e-05 4.66674e-05 3.95713e-05
threshold=0.077330000000000024 0.086325000000000013 0.047345000000000005 1.0000000180025095e-35 -0.0024749999999999993 -0.106555 -0.010344999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.00041702548830463312 -0.00035488363541034203 -0.00019129973149970871 0.00046545937180466251 0.00063980044787888583 0.00032260803407071202 -0.00035809267809834539 0.00012344583133939378
leaf_weight=0.0012290788043511714 0.0010112839419204106 0.0018671555271440555 0.0013140692662809783 0.0010015225734033833 0.0010826738722810171 0.0015875952862784625 0.0011182589456755474
leaf_count=1164 279 1399 163 413 124 214 154
internal_value=0 3.27699e-05 8.98217e-05 7.81423e-06 0.000116824 -2.14285e-05 -0.000159085
internal_weight=0 0.00920035 0.0073332 0.00601913 0.00479005 0.00378853 0.00270585
internal_count=3910 3631 2232 2069 905 492 368
is_linear=0
shrinkage=0.00196078


Tree=7040
num_leaves=8
num_cat=0
split_feature=11 160 13 39 15 3 0
split_gain=5.56763e-05 2.68117e-05 4.35711e-05 4.43521e-05 3.87976e-05 7.53672e-05 7.47453e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 0.005105000000000001 -0.053579999999999996 -0.086439999999999989 -0.10783
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00034208812923289988 -0.00044621701136603111 -0.00024958748321845603 -0.00018716586350702114 0.00035891724734918426 0.00011773890290592557 -0.00054270529952529334 0.00048677627167395315
leaf_weight=0.0018582016169578098 0.0010045149703494334 0.0010882242789778266 0.0015009710718126568 0.0011002405822132339 0.0012278002807393162 0.0014474708338530415 0.0010937449918352149
leaf_count=361 279 364 142 351 566 1175 672
internal_value=0 3.96543e-05 7.7907e-05 8.45127e-07 -7.39113e-05 -0.000239598 9.69195e-05
internal_weight=0 0.00931665 0.00822843 0.00637023 0.00526999 0.00267527 0.00259472
internal_count=3910 3631 3267 2906 2555 1741 814
is_linear=0
shrinkage=0.00196078


Tree=7041
num_leaves=7
num_cat=0
split_feature=52 151 16 2 4 15
split_gain=1.03277e-05 3.45095e-05 5.0265e-05 4.72459e-05 2.92547e-05 2.50744e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.083329999999999987 -0.053579999999999996
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=0.013550680980599451 -0.018527516011870755 0.016014771316516564 0.014762471424096492 -0.022562932118548845 -0.0085243409138582894 -0.0046244119598630425
leaf_weight=0.0015543597219534332 0.0010945875791978123 0.0015443196916441861 0.0010473281328168115 0.0011172336608744021 0.0011125658135205069 0.0014835430418827992
leaf_count=631 372 413 497 291 1147 559
internal_value=0 -0.0024981 0.00114097 -0.00586819 0.00276739 0.00467497
internal_weight=0 0.00591603 0.00482145 0.00327713 0.00215989 0.0030379
internal_count=3910 2720 2348 1935 1644 1190
is_linear=0
shrinkage=0.1


Tree=7042
num_leaves=7
num_cat=0
split_feature=1 484 12 49 52 4
split_gain=1.0949e-05 1.85034e-05 2.73367e-05 4.97345e-05 9.96163e-05 5.50244e-05
threshold=0.12730000000000002 0.073820000000000011 0.098845000000000016 -0.047894999999999993 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.016014847725375383 0.0089863185622788364 0.010560822612124175 -0.017160988547306792 -0.030586322523241075 0.014550037994557142 -0.0012306774876817144
leaf_weight=0.0013780006491662519 0.0011640174284633974 0.0011067373116413308 0.0011868209941112342 0.0014660376384214918 0.0015024439192092456 0.0011311967092377628
leaf_count=337 345 447 491 1071 930 289
internal_value=0 -0.00141325 -0.00340172 -0.000420571 -0.00594491 -0.0178008
internal_weight=0 0.00777124 0.0066645 0.00547768 0.00409968 0.00259723
internal_count=3910 3565 3118 2627 2290 1360
is_linear=0
shrinkage=0.1


Tree=7043
num_leaves=7
num_cat=0
split_feature=51 40 2 2 13 2
split_gain=1.04569e-05 2.75427e-05 3.84979e-05 5.81752e-05 3.5226e-05 2.63181e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.11230000000000001 0.099015000000000006 -0.0038299999999999996 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0081707090565607439 0.013765869965149375 -0.016206092728833551 -0.016970448367080507 0.021368299195374016 0.013743121372932278 -0.0081428229451401268
leaf_weight=0.0013171116704523483 0.0010248336254158885 0.0016396976906859402 0.001670307198055207 0.0010583725049806403 0.0011359647276972125 0.001064155748770211
leaf_count=515 360 1740 400 319 244 332
internal_value=0 -0.00148145 -0.00386038 0.000610225 -0.00511134 0.00315731
internal_weight=0 0.00759333 0.0065685 0.00489819 0.00383982 0.00220012
internal_count=3910 3395 3035 2635 2316 576
is_linear=0
shrinkage=0.1


Tree=7044
num_leaves=7
num_cat=0
split_feature=1 0 47 48 16 47
split_gain=1.01149e-05 2.69421e-05 1.80248e-05 3.15697e-05 4.6441e-05 6.76811e-06
threshold=0.076710000000000014 0.047345000000000005 0.087850000000000025 0.086215000000000014 -0.088144999999999987 0.11566000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=-0.013668198365739615 0.027445415549864058 0.0058974357323260734 -0.011167552832666605 -0.0084033889577133491 0.0015529243216538004 0.00035935014934166331
leaf_weight=0.0015813805298304435 0.0011301428568246076 0.0012682034952809916 0.0010163203744801654 0.0010848476051887124 0.001789695260366298 0.0010212135012772953
leaf_count=1913 425 95 212 249 851 165
internal_value=0 -0.00496054 0.00226693 0.00616281 0.0115748 -0.00539026
internal_weight=0 0.00284958 0.00604222 0.00400469 0.00291984 0.00203753
internal_count=3910 2008 1902 1525 1276 377
is_linear=0
shrinkage=0.1


Tree=7045
num_leaves=7
num_cat=0
split_feature=52 151 12 1 16 0
split_gain=9.40842e-06 2.99948e-05 4.42703e-05 6.19296e-05 3.82552e-05 2.48669e-05
threshold=-0.048794999999999991 -0.0008699999999999999 0.095295000000000019 0.10113500000000002 -0.057604999999999996 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0080706093738265993 -0.017376774590627246 -0.014364646066852938 -0.014620750718498122 0.02557109404134086 0.01160165800004233 0.011069379346909396
leaf_weight=0.001033494689832621 0.001086144903773888 0.0012561220601006798 0.0013112703169251075 0.0011789166838877072 0.0010347651031194661 0.0019778017631995447
leaf_count=128 372 1036 566 306 440 1062
internal_value=0 -0.00237558 0.00103234 0.00694778 -0.00263599 0.00450042
internal_weight=0 0.00586722 0.00478107 0.0034698 0.00229089 0.0030113
internal_count=3910 2720 2348 1782 1476 1190
is_linear=0
shrinkage=0.1


Tree=7046
num_leaves=7
num_cat=0
split_feature=52 13 3 0 4 12
split_gain=1.06847e-05 3.21638e-05 2.63144e-05 4.00021e-05 3.4206e-05 4.42056e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.018854999999999997 -0.13027499999999997 0.074650000000000008 0.088590000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.017893965856460744 -0.0089085346775391559 0.009424051289572126 0.00035985131979612855 -0.024134392540737737 0.018902980922708892 -0.016751692200003498
leaf_weight=0.0010161292066282095 0.0011775565461102332 0.0014881905825970313 0.0018769850458550499 0.0010340484988238519 0.0011268290279966156 0.0011389480860930414
leaf_count=169 647 1105 243 366 274 1106
internal_value=0 0.00132113 -0.00120552 -0.00834092 0.00432766 -0.00192397
internal_weight=0 0.00768113 0.006665 0.00291103 0.00375397 0.00262714
internal_count=3910 3263 3094 609 2485 2211
is_linear=0
shrinkage=0.1


Tree=7047
num_leaves=7
num_cat=0
split_feature=15 151 12 16 16 3
split_gain=1.0575e-05 2.7629e-05 3.59519e-05 6.136e-05 5.31794e-05 5.10642e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 0.022165000000000004 -0.088024999999999978
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=-0.0074109966247588553 0.016484820522278811 -0.026763376081601033 0.025191053415766718 0.018124042487554903 -0.012385400381051742 -0.0029898671538278105
leaf_weight=0.0015934882818097315 0.0010623200667535604 0.0011391883068492532 0.0010278822169829964 0.0010557957116916813 0.0012450224221574224 0.0017171684730473028
leaf_count=614 487 332 446 472 259 1300
internal_value=0 0.00158653 -0.000972345 -0.00778293 0.00161472 0.00756246
internal_weight=0 0.00724738 0.00618506 0.00344001 0.00230082 0.00274505
internal_count=3910 3296 2809 1063 731 1746
is_linear=0
shrinkage=0.1


Tree=7048
num_leaves=7
num_cat=0
split_feature=3 2 160 3 2 16
split_gain=1.0255e-05 3.6327e-05 2.78083e-05 4.10728e-05 4.19324e-05 7.57232e-05
threshold=-0.078884999999999997 0.086650000000000019 1.0000000180025095e-35 -0.015794999999999997 0.11260500000000001 -0.0037499999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.016974445042176906 0.02384615975901264 0.0053484399614186877 -0.010828316788251973 0.010861752029381973 0.015223861946174776 -0.025399561211133737
leaf_weight=0.0013429301946045146 0.0010049067453800119 0.0015946516372878554 0.0012542445787440109 0.0011598723713167197 0.00131767140139381 0.0011438124569092059
leaf_count=1045 718 1117 352 235 282 161
internal_value=0 -0.00485658 0.00237867 0.00595926 0.000995748 -0.00714251
internal_weight=0 0.00293758 0.00588051 0.00462626 0.00362136 0.00230368
internal_count=3910 2162 1748 1396 678 396
is_linear=0
shrinkage=0.1


Tree=7049
num_leaves=7
num_cat=0
split_feature=11 16 2 4 2 3
split_gain=2.48079e-05 2.29018e-05 3.81537e-05 6.68542e-05 4.1444e-05 4.24704e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 0.089910000000000004 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00023001710452579056 -0.00030202709394339702 -0.00039400037134188653 0.00029960089991126982 0.00023417839230776384 0.0004353696154279888 -0.00023577854245041926
leaf_weight=0.0011741138258057008 0.0010002758763067989 0.0013716879402694108 0.0019555735628479882 0.0014058506147899192 0.0010819669762401163 0.0015593582936706219
leaf_count=380 304 536 581 1138 611 360
internal_value=0 2.43307e-05 6.48264e-05 -1.98996e-05 0.000106892 -1.29648e-05
internal_weight=0 0.00854855 0.00737444 0.00541886 0.00404718 0.00296521
internal_count=3910 3606 3226 2645 2109 1498
is_linear=0
shrinkage=0.00196078


Tree=7050
num_leaves=8
num_cat=0
split_feature=11 16 2 4 0 0 0
split_gain=4.39694e-05 3.15882e-05 6.66175e-05 8.2306e-05 4.62991e-05 4.60966e-05 6.62896e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.10783 -0.06402999999999999 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -5
right_child=-2 2 4 5 -6 -7 -8
leaf_value=-0.00024883307440430998 -0.00039504468948709431 -0.00052561327924742767 7.6092499028829547e-05 0.00023864311938236819 0.00065744169771605283 0.00043502014180928908 -0.00027847765027024619
leaf_weight=0.0012850329610147792 0.0010043782111450921 0.0010381806989493919 0.0010030458152296461 0.0019044441814711744 0.0011090483201419213 0.0011029303745138056 0.0019078045975818637
leaf_count=394 279 141 133 227 448 174 2114
internal_value=0 3.66844e-05 8.21746e-05 -2.39668e-05 0.000381356 8.19906e-05 -2.01452e-05
internal_weight=0 0.00935049 0.00806545 0.00595336 0.00211209 0.00491518 0.00381225
internal_count=3910 3631 3237 2656 581 2515 2341
is_linear=0
shrinkage=0.00196078


Tree=7051
num_leaves=7
num_cat=0
split_feature=51 160 1 3 4 43
split_gain=1.04618e-05 2.27492e-05 2.13205e-05 2.57022e-05 3.46826e-05 3.61312e-05
threshold=-0.09021499999999999 -0.079684999999999992 0.11561500000000001 0.096385000000000012 -0.0010999999999999996 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0082137265619493718 -0.01507589394041965 -0.010448042118818068 0.0134194063001011 0.0097503232942164619 -0.017560201384475612 0.014114667414533932
leaf_weight=0.0013081636812602949 0.0010570938802767459 0.0012227643601429637 0.0011016074222619174 0.0014082643474334633 0.0015644241148578238 0.0011737039833942719
leaf_count=515 716 1129 364 145 518 523
internal_value=0 -0.00147497 0.000746944 -0.00185311 -0.00597862 0.00158189
internal_weight=0 0.00752786 0.00647076 0.00536916 0.00396089 0.00239647
internal_count=3910 3395 2679 2315 2170 1652
is_linear=0
shrinkage=0.1


Tree=7052
num_leaves=8
num_cat=0
split_feature=376 52 52 12 4 1 0
split_gain=2.63493e-05 4.13019e-05 5.30683e-05 4.99846e-05 7.87274e-05 6.15308e-05 8.61642e-05
threshold=0.048375000000000008 0.10218500000000001 1.0000000180025095e-35 0.097345000000000015 -0.0031049999999999997 0.11052000000000002 -0.17106499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00047322147342591936 0.00028630675167317938 -0.00034936578110754515 0.0004027743316164878 0.00027370607777175401 0.00059930328990868064 -0.00034874894033593674 -0.00015907679178098821
leaf_weight=0.0018118634949740196 0.0010346918903942565 0.0014347243720705454 0.0011437032735715277 0.0014045602270369717 0.0011361934903417125 0.0011004022367922233 0.0011681980802264855
leaf_count=1159 206 719 755 400 92 245 334
internal_value=0 -4.37232e-05 1.27504e-05 -5.46197e-05 -0.00014302 3.26972e-05 0.000214847
internal_weight=0 0.00919965 0.00776492 0.00662122 0.00521666 0.00340479 0.00230439
internal_count=3910 3704 2985 2230 1830 671 426
is_linear=0
shrinkage=0.00196078


Tree=7053
num_leaves=7
num_cat=0
split_feature=15 43 43 4 4 15
split_gain=9.39072e-06 2.47393e-05 3.23082e-05 3.70501e-05 4.12264e-05 2.89718e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.079374999999999987 -0.23071499999999998 -1.0000000180025095e-35 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.0069929247801987339 0.01414724164331972 -0.017505438349783537 -0.013874012915506273 0.018429517365083897 -0.014225949109657987 0.0089966894878497038
leaf_weight=0.0015948374093002898 0.0012718561453369933 0.0010111224717910027 0.001123095413825824 0.0016957255481191355 0.0010571935437581432 0.0010922621847139755
leaf_count=614 233 909 248 1321 350 235
internal_value=0 0.00148248 -0.0012114 0.0021047 0.00677174 -0.00242519
internal_weight=0 0.00725126 0.0059794 0.00496828 0.00384518 0.00214946
internal_count=3910 3296 3063 2154 1906 585
is_linear=0
shrinkage=0.1


Tree=7054
num_leaves=8
num_cat=0
split_feature=11 42 0 15 15 150 4
split_gain=2.36418e-05 3.23281e-05 6.72441e-05 5.53631e-05 9.54032e-05 6.35008e-05 0.000111125
threshold=1.0000000180025095e-35 0.086325000000000013 0.047345000000000005 0.024640000000000006 -0.017214999999999998 0.081245000000000026 0.25367000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00061076963382077206 -0.00028105010845714808 -0.00020190821240241582 0.00049857784894793554 -0.0003556324988262882 0.00063236734172216315 0.00035979679400283891 0.00022393778322200451
leaf_weight=0.0013125168963155284 0.001045147125717326 0.0018263378365195471 0.0012742108556459096 0.0012981754769848695 0.0010170607965388017 0.0010258670283570634 0.0011508949915361539
leaf_count=606 304 1388 163 756 278 213 202
internal_value=0 3.06803e-05 9.06891e-05 1.14906e-06 0.00010393 -5.01e-05 -0.000220798
internal_weight=0 0.00890506 0.00707873 0.00580452 0.00450634 0.00348928 0.00246341
internal_count=3910 3606 2218 2055 1299 1021 808
is_linear=0
shrinkage=0.00196078


Tree=7055
num_leaves=7
num_cat=0
split_feature=4 12 3 2 43 16
split_gain=1.03446e-05 2.21145e-05 3.05678e-05 3.79527e-05 3.64766e-05 2.75233e-05
threshold=0.27020000000000005 -0.023959999999999995 0.096385000000000012 0.094010000000000024 -0.089604999999999976 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.014928165451375514 0.007809757556636961 0.017599576243747767 0.01161536395644892 -0.019515284798581507 0.0056558988126442847 -0.015700279336097019
leaf_weight=0.0010570720978109304 0.0014103383751331881 0.0010030895291013179 0.0018270049464654877 0.0011377017290852675 0.0011994825124716927 0.001214476567887997
leaf_count=304 472 401 229 742 629 1133
internal_value=0 -0.00153128 0.000687779 -0.0036955 0.00157167 -0.00508852
internal_weight=0 0.00743883 0.00638176 0.00455475 0.00341705 0.00241396
internal_count=3910 3438 3134 2905 2163 1762
is_linear=0
shrinkage=0.1


Tree=7056
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.39668e-05 2.16025e-05 3.46679e-05 7.19343e-05 6.22669e-05 3.32387e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022184556110705611 -0.00029313683272234257 0.00041366706021276332 0.0002888363466514333 -0.00048791287989273762 0.00016772531370164541 -0.00025584508642851055
leaf_weight=0.0011622536842338157 0.0010065623057064913 0.0015236622297681128 0.0019662545885697916 0.0010074500245206269 0.0012403895703668193 0.0016729719720903768
leaf_count=380 304 548 581 461 1149 487
internal_value=0 2.66942e-05 6.56737e-05 -1.49208e-05 9.24746e-05 -7.55062e-05
internal_weight=0 0.00857298 0.00741073 0.00544447 0.00443702 0.00291336
internal_count=3910 3606 3226 2645 2184 1636
is_linear=0
shrinkage=0.00196078


Tree=7057
num_leaves=7
num_cat=0
split_feature=11 2 1 150 0 16
split_gain=2.16706e-05 2.01436e-05 3.49945e-05 2.89491e-05 5.23365e-05 4.13895e-05
threshold=1.0000000180025095e-35 0.089910000000000004 0.095575000000000007 0.083435000000000023 -0.13506999999999997 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00027229397036966716 -0.00027991202716478642 -0.00027936588325736905 0.0001184948321738914 0.00037718449032007943 0.00044852462455392269 -5.8188910135736673e-05
leaf_weight=0.0018784773930939935 0.0010053953089518121 0.001404092742929631 0.0016591157896497359 0.0011508769489403546 0.0012358800219272083 0.0012431903708429492
leaf_count=1565 304 212 455 238 813 323
internal_value=0 2.43733e-05 -8.90157e-05 0.000104056 2.31067e-05 0.000194421
internal_weight=0 0.00857163 0.00353759 0.00503404 0.00388316 0.00247907
internal_count=3910 3606 2020 1586 1348 1136
is_linear=0
shrinkage=0.00196078


Tree=7058
num_leaves=8
num_cat=0
split_feature=4 12 49 133 43 12 160
split_gain=2.07029e-05 4.05814e-05 3.47199e-05 4.41274e-05 9.24627e-05 9.97954e-05 4.04477e-05
threshold=0.27608500000000008 -0.036459999999999992 -0.00064499999999999985 1.0000000180025095e-35 -0.074254999999999988 0.083175000000000013 0.069910000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.00039508277113761941 0.00021238575486214428 -0.00043268002318423178 0.00061108380495984705 -0.00023471894096509254 0.00029156900944722971 -0.00050212803739722064 9.1115313145407917e-05
leaf_weight=0.0010744502270348157 0.0014790979647150556 0.0012152328888621867 0.0013782697569092832 0.0011513641166332727 0.0015568103373917001 0.0010004668578455899 0.0010622463162715816
leaf_count=300 441 413 342 980 271 992 171
internal_value=0 -3.91014e-05 1.28356e-05 0.00010292 0.000201698 -1.89439e-05 -0.000188375
internal_weight=0 0.00843884 0.00736439 0.00508691 0.00393555 0.00255728 0.00227748
internal_count=3910 3469 3169 2585 1605 1263 584
is_linear=0
shrinkage=0.00196078


Tree=7059
num_leaves=7
num_cat=0
split_feature=11 42 0 13 0 49
split_gain=3.76177e-05 2.07617e-05 4.11386e-05 6.64125e-05 0.000116546 4.45356e-05
threshold=1.0000000180025095e-35 0.086325000000000013 -0.017269999999999997 -0.0030249999999999995 -0.10131499999999999 -0.010424999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00034397593758857178 -0.00036084346275467043 -0.00015584798280228086 0.00036269196392892485 -0.00023026358989749923 -0.00069777157433566239 0.0002631317549640328
leaf_weight=0.0015628652107929162 0.001041509428856789 0.0017865495592865937 0.0015529273842450593 0.0011689975665722303 0.0010382225960229039 0.001765799051829033
leaf_count=1141 304 1388 231 122 560 164
internal_value=0 3.3059e-05 8.0668e-05 1.55459e-06 -0.000133144 6.66009e-05
internal_weight=0 0.00887536 0.00708881 0.00553588 0.00397302 0.0029348
internal_count=3910 3606 2218 1987 846 286
is_linear=0
shrinkage=0.00196078


Tree=7060
num_leaves=6
num_cat=0
split_feature=0 47 4 3 42
split_gain=1.00983e-05 3.41907e-05 2.92046e-05 3.73244e-05 4.38526e-05
threshold=-0.017269999999999997 0.087850000000000025 -0.06272999999999998 0.096385000000000012 0.060615000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010472527671614459 0.0063147510446386352 -0.013025885632995657 -0.012495798662745708 0.020301718583931778 0.014990311816857669
leaf_weight=0.0012795210927775318 0.0019434277331043569 0.0019614346810086234 0.0013341947587619265 0.0013511696214253749 0.0010274642642458345
leaf_count=1255 446 456 598 225 930
internal_value=0 -0.001839 0.0025562 0.00704618 -0.000537681
internal_weight=0 0.00695378 0.00499235 0.00371283 0.00236166
internal_count=3910 3464 3008 1753 1528
is_linear=0
shrinkage=0.1


Tree=7061
num_leaves=7
num_cat=0
split_feature=1 0 150 16 15 16
split_gain=1.02021e-05 2.7656e-05 1.81365e-05 4.68978e-05 2.47243e-05 4.34595e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 -0.017214999999999998 -0.029944999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.013812752810370638 -0.019669334155124219 0.0060005518790788226 0.012585627291737182 0.011562874901133734 0.01444812155077238 -0.01670009699384983
leaf_weight=0.0015803981837145156 0.0010152770573477413 0.0012711166389258728 0.0013305328723886099 0.0011163434796048199 0.0015075506123869505 0.0010612982369950755
leaf_count=1913 274 95 362 224 753 289
internal_value=0 -0.0049806 0.00227846 -0.000639126 0.00460373 -0.0022114
internal_weight=0 0.00285151 0.006031 0.00470047 0.00368519 0.00217764
internal_count=3910 2008 1902 1540 1266 513
is_linear=0
shrinkage=0.1


Tree=7062
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=1.04189e-05 1.86887e-05 4.39843e-05 2.01023e-05 3.52098e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.092424999999999993 0.022165000000000004 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0090519624781516053 0.0078123436054128503 -0.017411958666742052 0.009698166755674616 0.0060162231066186681 -0.017465658617996385
leaf_weight=0.0013608865984478177 0.001417083211434216 0.0017280246321247543 0.0017588163166852191 0.0014759982095205442 0.0011254560587845319
leaf_count=556 472 576 1536 383 387
internal_value=0 -0.00154234 -0.00391044 0.00144037 -0.00414264
internal_weight=0 0.00744918 0.0060883 0.00436027 0.00260145
internal_count=3910 3438 2882 2306 770
is_linear=0
shrinkage=0.1


Tree=7063
num_leaves=8
num_cat=0
split_feature=11 48 0 2 52 15 3
split_gain=2.08197e-05 1.80158e-05 5.94099e-05 4.9314e-05 3.54054e-05 6.92828e-05 7.67997e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.017214999999999998 -0.069909999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.0003922633034469696 -0.00027444564474524337 -0.00013336187426559671 0.0004624050413059427 0.00032352356768146568 -0.00041609783956220408 -0.00016473192515286693 0.00054989891155330284
leaf_weight=0.0012821184552841655 0.0010047680796481965 0.0013021969961123578 0.0012722541368877273 0.001182293921733875 0.0011945355108518617 0.0012133783760064683 0.0011044238210375745
leaf_count=622 304 114 591 421 791 874 193
internal_value=0 2.39266e-05 0.000161057 -3.51416e-05 -0.000123587 -2.65252e-05 0.000175787
internal_weight=0 0.0085512 0.00257445 0.00597675 0.00479446 0.00359992 0.0023178
internal_count=3910 3606 705 2901 2480 1689 1067
is_linear=0
shrinkage=0.00196078


Tree=7064
num_leaves=7
num_cat=0
split_feature=51 40 2 3 52 12
split_gain=1.16477e-05 2.49661e-05 3.85006e-05 5.37575e-05 5.94314e-05 4.22609e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.11230000000000001 0.090325000000000003 -0.0025949999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0086495664632454811 0.013016336110876242 -0.024808956601596922 -0.016981471078535995 0.019890296741904571 0.016160259761011746 -0.0090178424975876099
leaf_weight=0.0013116662085349857 0.0010169854583894355 0.0010856505500204472 0.0016599152387850582 0.0011190366615585002 0.0012691557623523031 0.0014042361326395394
leaf_count=515 360 751 400 160 511 1213
internal_value=0 -0.00155918 -0.0038264 0.000650014 -0.00507766 0.00293511
internal_weight=0 0.00755498 0.00653799 0.00487808 0.00375904 0.00267339
internal_count=3910 3395 3035 2635 2475 1724
is_linear=0
shrinkage=0.1


Tree=7065
num_leaves=8
num_cat=0
split_feature=4 12 49 133 43 12 160
split_gain=1.83314e-05 3.53586e-05 3.44732e-05 7.84059e-05 6.22051e-05 7.36594e-05 3.58032e-05
threshold=0.27020000000000005 -0.036459999999999992 -0.00064499999999999985 1.0000000180025095e-35 -0.074254999999999988 0.080120000000000011 0.069910000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -3
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.00038107985830204363 0.00018815925553759044 -0.0004329888592176362 0.00058051215499103502 -0.00036059046319433666 0.00033361304882824588 -0.00034552531307118894 6.9702056267421337e-05
leaf_weight=0.0010431273270439557 0.0015581750689895686 0.0011717788684517342 0.0012892997026785927 0.0011170592288143951 0.0014768589289162108 0.0010509274124696807 0.0010179421067691491
leaf_count=294 472 412 338 971 241 1011 171
internal_value=0 -4.39205e-05 5.44874e-06 9.63147e-05 0.000230027 5.12612e-05 -0.000199301
internal_weight=0 0.00816699 0.00712387 0.00493415 0.00381709 0.00252779 0.00218972
internal_count=3910 3438 3144 2561 1590 1252 583
is_linear=0
shrinkage=0.00196078


Tree=7066
num_leaves=9
num_cat=0
split_feature=11 43 15 4 52 16 4 15
split_gain=2.22589e-05 3.38259e-05 5.53855e-05 4.83283e-05 3.16354e-05 3.83139e-05 4.4822e-05 3.99277e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.068329999999999988 0.10701500000000001 0.050115000000000007 -1.0000000180025095e-35 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 -8
right_child=-2 4 3 -5 -6 -7 7 -9
leaf_value=0.00054066383499331184 -0.0002751340967793093 0.00022855939735579359 0.00030036454099716705 -0.00030875694576138385 0.00025007281504995505 -0.00043418571225867946 -0.00047767354302661978 6.144399548292484e-05
leaf_weight=0.001120080178065694 0.001049117621517103 0.0015206316199050736 0.0010029639165133916 0.001000189737253666 0.0010334241825524807 0.0011848594662707016 0.0010753323538624357 0.001037973468992528
leaf_count=792 304 901 359 508 308 265 251 222
internal_value=0 2.67042e-05 0.000191477 -3.77441e-06 -6.12321e-05 -0.000127994 -2.81584e-05 -0.00021288
internal_weight=0 0.00897545 0.00312323 0.00200315 0.00585222 0.0048188 0.00363394 0.00211331
internal_count=3910 3606 1659 867 1947 1639 1374 473
is_linear=0
shrinkage=0.00196078


Tree=7067
num_leaves=8
num_cat=0
split_feature=1 12 2 151 3 52 52
split_gain=1.12776e-05 2.00644e-05 4.12575e-05 4.17348e-05 3.88231e-05 3.20509e-05 1.62893e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.075954999999999981 -0.069134999999999988 0.048695000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7
right_child=-2 -3 3 5 -6 6 -8
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leaf_weight=0.0011078159771889425 0.0011513505213165288 0.0012517838891026841 0.0011904509252286862 0.001020741459867019 0.0010805045514965059 0.001056511707748778 0.0010218517314150208
leaf_count=1062 345 520 400 413 292 372 506
internal_value=0 -0.00142844 0.000811217 0.00651134 -0.0103622 0.0126247 0.0197516
internal_weight=0 0.00772966 0.00647788 0.00428956 0.00218832 0.0030991 0.00207836
internal_count=3910 3565 3045 1691 1354 1291 878
is_linear=0
shrinkage=0.1


Tree=7068
num_leaves=8
num_cat=0
split_feature=50 4 12 3 48 1 3
split_gain=3.13804e-05 5.35581e-05 7.20322e-05 4.56365e-05 5.25924e-05 6.32199e-05 0.000110547
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.083775000000000002 0.095575000000000007 -0.080744999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00051196041919718879 -0.00033345878431551121 0.00040761370948230128 -1.7353885081480672e-05 0.00032073873516142955 0.00026767615305483649 0.00019823193301150144 -0.00083122716870333649
leaf_weight=0.0010290830582608892 0.0010050867379112751 0.0012584581995733887 0.0016567979513915339 0.0017250381171478712 0.0015007678800280687 0.0012669995786117327 0.0010471962794423601
leaf_count=270 689 396 1169 134 363 279 610
internal_value=0 3.09005e-05 -2.67319e-05 4.26518e-05 -4.50185e-05 -0.000163196 -0.000332549
internal_weight=0 0.00948434 0.00822588 0.0071968 0.00547176 0.00397099 0.00270399
internal_count=3910 3221 2825 2555 2421 2058 1779
is_linear=0
shrinkage=0.00196078


Tree=7069
num_leaves=7
num_cat=0
split_feature=11 43 15 2 0 4
split_gain=2.41992e-05 2.72865e-05 5.33841e-05 3.18824e-05 2.62927e-05 4.49362e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 0.089785000000000018 -0.13506999999999997 0.057365000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00052365291223040254 -0.00029320073415032395 -0.00027264316409025569 -1.9438638647827838e-05 0.00020181764765772847 0.00022191758015577306 -0.00036710546107560999
leaf_weight=0.0010849705147241741 0.0010279672201674852 0.0017801041724248199 0.00194033216334079 0.0010006876860722304 0.0017562816613913555 0.0011439351291967631
leaf_count=792 304 1025 867 106 666 150
internal_value=0 2.49082e-05 0.000175331 -5.51965e-05 4.40312e-05 -0.000101644
internal_weight=0 0.00870631 0.0030253 0.00568101 0.0039009 0.00214462
internal_count=3910 3606 1659 1947 922 256
is_linear=0
shrinkage=0.00196078


Tree=7070
num_leaves=7
num_cat=0
split_feature=52 0 160 16 0 47
split_gain=1.10896e-05 2.87508e-05 2.77632e-05 2.32445e-05 3.18616e-05 1.20997e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 -0.067969999999999989 -0.084304999999999977 0.086425000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0085857114845739792 -0.017009723924593191 0.011945967667708987 0.0057928330911688171 -0.0090018777539264388 0.0200394165706414 -0.0093228441453232277
leaf_weight=0.0010407009839390729 0.001087662860041195 0.0019789012272020678 0.001123987906663105 0.0016335414424095097 0.0010388767604451446 0.0010013562245512317
leaf_count=128 924 1062 611 352 691 142
internal_value=0 0.00486976 -0.00258464 0.000685555 0.00568673 -0.00132892
internal_weight=0 0.0030196 0.00588543 0.00479776 0.00316422 0.00212534
internal_count=3910 1190 2720 1796 1444 753
is_linear=0
shrinkage=0.1


Tree=7071
num_leaves=6
num_cat=0
split_feature=4 151 4 13 47
split_gain=1.17685e-05 1.90965e-05 3.46158e-05 3.22465e-05 2.80359e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.0021099999999999995 -0.0030249999999999995 0.092255000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0091597554154148799 0.0086945633870281081 0.01142296064677744 -0.020877963539493893 -0.0075921997176841421 0.00024163353297215198
leaf_weight=0.0013621058560965302 0.0013116727554256758 0.0018985668829155117 0.0016047142674831124 0.0016818749331665038 0.0010332870784749884
leaf_count=556 441 1447 621 667 178
internal_value=0 -0.00156437 -0.00391342 0.00249079 -0.0126056
internal_weight=0 0.00758055 0.00621844 0.00358044 0.002638
internal_count=3910 3469 2913 2114 799
is_linear=0
shrinkage=0.1


Tree=7072
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.13025e-05 2.39864e-05 2.38327e-05 4.03896e-05 4.33478e-05 2.83713e-05
threshold=1.0000000180025095e-35 -0.070894999999999986 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.017011307330258848 0.023023830876748155 0.0019699289689637661 -0.010042486925040905 -0.0040930241294651962 -0.016315437609742741 0.016475629911889573
leaf_weight=0.0010767616318767771 0.0010385726938371056 0.0017441715203026875 0.0012295104629022127 0.0011939959473556 0.0010674214932812854 0.0015298402165773014
leaf_count=1629 266 363 583 133 412 524
internal_value=0 -0.00527529 0.00238758 0.00555185 0.000765598 0.00745934
internal_weight=0 0.00282093 0.00605934 0.00482983 0.00379126 0.00272384
internal_count=3910 1992 1918 1335 1069 657
is_linear=0
shrinkage=0.1


Tree=7073
num_leaves=7
num_cat=0
split_feature=11 2 1 150 0 16
split_gain=1.88721e-05 2.05125e-05 3.01452e-05 2.53237e-05 5.76739e-05 4.05594e-05
threshold=1.0000000180025095e-35 0.089910000000000004 0.095575000000000007 0.083435000000000023 -0.13506999999999997 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00026125555200555759 -0.00026254798900156247 -0.00029103973728881002 9.9012315729336061e-05 0.00035632281834227655 0.0004556807748542717 -4.5788729134156246e-05
leaf_weight=0.0019115058799446061 0.0010127098667227974 0.0014113482197814081 0.001675784564487346 0.0011523064665999519 0.0012427161281142332 0.0012376936457219167
leaf_count=1565 304 212 455 238 813 323
internal_value=0 2.0388e-05 -9.29582e-05 0.000100999 2.54001e-05 0.000205454
internal_weight=0 0.00863135 0.00358729 0.00504406 0.00389176 0.00248041
internal_count=3910 3606 2020 1586 1348 1136
is_linear=0
shrinkage=0.00196078


Tree=7074
num_leaves=9
num_cat=0
split_feature=4 15 12 52 49 160 52 0
split_gain=2.64717e-05 6.99114e-05 4.28914e-05 4.74717e-05 6.5959e-05 6.27784e-05 4.22392e-05 2.40153e-05
threshold=0.24280000000000004 -0.14487999999999998 0.098845000000000016 0.071660000000000015 -0.047894999999999993 -0.0098349999999999983 0.10599500000000002 -0.074514999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -5 -7
right_child=1 -3 -4 6 5 7 -8 -9
leaf_value=0.00025438279602637545 0.00050945886259575184 -0.0001899071789447583 -0.00041501505025480024 0.00053496246050692095 0.00014921112210118572 -0.00061421800650142497 -2.910015612150982e-05 -0.00021083162700126233
leaf_weight=0.00135373626477345 0.0011756476890102962 0.0010318713798970825 0.0011240899231640608 0.0010038789105874446 0.0010066564634995845 0.0012966187710030564 0.0010383510170662719 0.0010089529241757789
leaf_count=325 348 201 506 534 480 706 481 329
internal_value=0 0.000182551 -6.05503e-05 -1.15275e-06 -0.000110278 -0.000259318 0.000248171 -0.00043769
internal_weight=0 0.00220752 0.00783228 0.00670819 0.00466596 0.00331223 0.00204223 0.00230557
internal_count=3910 549 3361 2855 1840 1515 1015 1035
is_linear=0
shrinkage=0.00196078


Tree=7075
num_leaves=8
num_cat=0
split_feature=11 16 2 16 4 1 15
split_gain=4.35544e-05 2.55115e-05 4.30228e-05 8.93314e-05 5.64047e-05 4.70231e-05 4.15153e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.11180499999999999 -0.08422499999999998 0.09112000000000002 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=-0.00022590730109373858 -0.00039226573595675299 0.0004699427273669187 4.4652108088079196e-05 -0.00048005074158999941 0.00020704483069136214 -0.00025118910674430824 0.00059214523747005759
leaf_weight=0.0012678254964409484 0.0010292085174204981 0.0011834640492870748 0.0010890695828501115 0.0013011053349409061 0.0018929344268208846 0.001579338076936516 0.0010419269883360047
leaf_count=394 279 224 387 521 1424 487 194
internal_value=0 3.27036e-05 7.32427e-05 -1.22928e-05 -0.000131854 -1.37957e-06 0.000312343
internal_weight=0 0.00935566 0.00808784 0.00595684 0.00477338 0.00347227 0.002131
internal_count=3910 3631 3237 2656 2432 1911 581
is_linear=0
shrinkage=0.00196078


Tree=7076
num_leaves=8
num_cat=0
split_feature=11 43 2 2 0 2 52
split_gain=2.44535e-05 2.38405e-05 4.87255e-05 3.3849e-05 2.68167e-05 4.74004e-05 1.93015e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 0.093815000000000009 0.089785000000000018 -0.13506999999999997 0.11339500000000001 -0.021309999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.00018161319149506954 -0.00028762546802291373 -0.00026691059046293921 0.00052101019677933591 0.00019369839795222007 0.00023384461288892655 -0.00038456951305700663 -0.00019755720904431604
leaf_weight=0.0010505220525444834 0.0010538946626345745 0.0018234060202359341 0.001009076754452345 0.0011104156601189109 0.0017878509657840705 0.0010702598471007997 0.0010147225403691362
leaf_count=455 304 1025 516 124 666 132 688
internal_value=0 2.83041e-05 0.000167862 -4.57724e-05 5.58333e-05 -9.01113e-05 -4.68569e-06
internal_weight=0 0.00886625 0.00307432 0.00579193 0.00396853 0.00218068 0.00206524
internal_count=3910 3606 1659 1947 922 256 1143
is_linear=0
shrinkage=0.00196078


Tree=7077
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 12 0
split_gain=2.34463e-05 3.33836e-05 6.08333e-05 4.79511e-05 5.95517e-05 4.56985e-05 2.67195e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 0.088375000000000023 -0.10943499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00052046463951814818 -0.00028113525383637511 -7.7505839779265398e-05 0.00050989106646838814 0.0001276663139986778 0.00048350054538782056 -0.0003622951182487006 -8.3821785787309647e-05
leaf_weight=0.0010046134279230411 0.0010514393629670873 0.0013845105556129916 0.0013280881034699087 0.0018918531341715296 0.0010256344972654 0.001193647684605826 0.0011620712396696279
leaf_count=214 304 114 591 871 87 868 861
internal_value=0 2.83155e-05 0.000210084 -5.02252e-05 7.4181e-05 -6.18787e-05 -0.000286277
internal_weight=0 0.00899042 0.0027126 0.00627782 0.00411114 0.0030855 0.00216668
internal_count=3910 3606 705 2901 1826 1739 1075
is_linear=0
shrinkage=0.00196078


Tree=7078
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 1
split_gain=1.14568e-05 2.87963e-05 2.89084e-05 4.468e-05 5.36281e-05 8.63414e-05 1.24246e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.085425000000000015 0.077800000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.013429809317252812 -0.010143593772173594 -0.016687519685402656 -0.016453548565360684 0.019488682503548752 -0.022403021522621781 0.02584146029587894 -0.00090811181948530239
leaf_weight=0.0015503306501961312 0.0010024529089875138 0.0010787043451337842 0.0010486129707492201 0.0010740545486490061 0.0010954603037309431 0.0011033443579537431 0.0010087006317042154
leaf_count=804 715 766 229 535 331 247 283
internal_value=0 0.0012002 -0.00175819 0.00126317 -0.00333614 0.0032723 -0.00883162
internal_weight=0 0.00795921 0.00640888 0.00533017 0.00425612 0.00316066 0.00205731
internal_count=3910 3195 2391 1625 1090 759 512
is_linear=0
shrinkage=0.1


Tree=7079
num_leaves=7
num_cat=0
split_feature=4 13 0 52 49 0
split_gain=9.66108e-06 1.76904e-05 3.76529e-05 3.85259e-05 2.69113e-05 3.36698e-05
threshold=0.27020000000000005 -0.13934999999999997 -0.017269999999999997 -0.092854999999999979 -0.0019649999999999997 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.012041029740612857 0.0074917587888075178 -0.020636315308512627 0.016392349350180687 -0.0095243433766065769 0.02051381091446065 -0.0027982064734518013
leaf_weight=0.0013122445722116996 0.0014235878233893346 0.0010041864513091617 0.0012315408733100863 0.001455811859440543 0.0011155733345399805 0.0013934233041736413
leaf_count=218 472 535 309 436 218 1722
internal_value=0 -0.00149288 0.000739462 -0.00314003 0.00129134 0.007567
internal_weight=0 0.00751278 0.00620054 0.00496899 0.00396481 0.002509
internal_count=3910 3438 3220 2911 2376 1940
is_linear=0
shrinkage=0.1


Tree=7080
num_leaves=7
num_cat=0
split_feature=1 150 4 1 2 3
split_gain=1.03264e-05 1.82202e-05 2.8049e-05 5.93154e-05 4.32431e-05 4.2826e-05
threshold=0.12864500000000004 0.082085000000000019 -1.0000000180025095e-35 0.11198000000000001 0.10113500000000002 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0038550412137706015 0.0088788623378462019 0.0082214181501616534 -0.024034166245768044 0.0068217567004987493 -0.015202977551540925 0.022009336043715851
leaf_weight=0.0012970365579693937 0.0011298542968375073 0.0015841171938198798 0.0015608093823640311 0.0010368781117279923 0.0010479669371457226 0.0012641157807401578
leaf_count=1437 331 462 665 176 351 488
internal_value=0 -0.00135102 -0.00379413 -0.0117179 0.00190905 0.00891092
internal_weight=0 0.00779092 0.00620681 0.00259769 0.00360912 0.00256115
internal_count=3910 3579 3117 841 2276 1925
is_linear=0
shrinkage=0.1


Tree=7081
num_leaves=7
num_cat=0
split_feature=50 4 40 160 12 2
split_gain=1.06858e-05 2.30727e-05 2.13939e-05 3.1898e-05 5.21939e-05 2.94824e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 0.091615000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014243516778131297 -0.0097827541630679613 0.014893482153479996 0.020874409162147656 -0.014412640941819856 -0.0079569228229310757 -0.0003964828254285895
leaf_weight=0.0010281519978255728 0.0010012771950362711 0.0010623631037936553 0.0018575817284633678 0.0010453867148807984 0.0019031300250406959 0.0010036991656873408
leaf_count=274 715 396 680 308 1328 209
internal_value=0 0.00118298 -0.000947122 0.00140592 0.00487677 0.0134129
internal_weight=0 0.00790031 0.00683795 0.0058098 0.00476441 0.00286128
internal_count=3910 3195 2799 2525 2217 889
is_linear=0
shrinkage=0.1


Tree=7082
num_leaves=6
num_cat=0
split_feature=43 3 52 16 2
split_gain=9.88785e-06 2.69181e-05 2.17474e-05 5.25406e-05 3.33875e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.074484999999999982 -0.0083999999999999995 0.090310000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0028753485209242063 -0.013394707089045802 0.016065856675070798 -0.017935163780724437 0.019907651527866919 0.0028249381820764519
leaf_weight=0.0019427255973063216 0.0013927975003983507 0.0012223765045545943 0.0012870726017733349 0.0010946494262656014 0.001945940093921157
leaf_count=1238 438 536 861 244 593
internal_value=0 0.00443983 -0.00252618 0.000971703 -0.00543972
internal_weight=0 0.0031651 0.00572046 0.00432766 0.00323301
internal_count=3910 1774 2136 1698 1454
is_linear=0
shrinkage=0.1


Tree=7083
num_leaves=7
num_cat=0
split_feature=160 42 151 4 4 16
split_gain=1.003e-05 2.65886e-05 2.50564e-05 4.55296e-05 4.43858e-05 2.39775e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0025899999999999994 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0063969911101715259 -0.011327479021795889 -0.0084845833799325893 0.020357514007177752 0.02330335135198134 -0.015760757052697954 -0.000874132399843984
leaf_weight=0.0019395316378760675 0.0012717680977251131 0.0011525103675535595 0.0010532734492683055 0.0013630211883503868 0.0010171564640906795 0.0010745736722353198
leaf_count=1218 882 364 662 297 208 279
internal_value=0 0.00173824 0.00467375 0.00803778 0.0014218 0.00963542
internal_weight=0 0.0069323 0.00566054 0.00450802 0.003145 0.00212785
internal_count=3910 2692 1810 1446 1149 941
is_linear=0
shrinkage=0.1


Tree=7084
num_leaves=8
num_cat=0
split_feature=4 124 3 47 1 1 0
split_gain=4.49909e-05 4.54894e-05 0.000102519 6.48492e-05 4.48864e-05 5.77748e-05 3.95421e-05
threshold=0.27608500000000008 -0.018779999999999995 0.11476000000000001 0.085165000000000018 0.09112000000000002 0.085990000000000011 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00044094631009729328 0.00029856949892076369 -0.00056485556006461172 0.00046613166450236915 0.00023172002048879302 -0.00058778323240684402 0.00026144490043007984 -8.7692931195486253e-05
leaf_weight=0.0010666794427235367 0.0015738165386483061 0.0011040925753354814 0.0014270576826502027 0.0015734515425096804 0.0010381603412694378 0.0010595554711443547 0.0016893619432870627
leaf_count=218 441 1023 152 392 452 278 954
internal_value=0 -6.08981e-05 -9.52887e-06 -0.00011453 -0.000225916 -0.000128415 -0.000276288
internal_weight=0 0.00895836 0.00789168 0.00646462 0.00489117 0.00385301 0.00279345
internal_count=3910 3469 3251 3099 2707 2255 1977
is_linear=0
shrinkage=0.00196078


Tree=7085
num_leaves=7
num_cat=0
split_feature=52 160 15 13 13 3
split_gain=1.21385e-05 2.98179e-05 2.81863e-05 1.99956e-05 5.07178e-05 2.17112e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.053579999999999996 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=0.014593394901582206 -0.017685314248127488 -0.011585669952599248 -0.0047693905644890502 0.023120371894716232 -0.012037192077790457 0.0057844197836984775
leaf_weight=0.0015372570632354759 0.0010814895827321348 0.0010382788448000382 0.0014713904283456096 0.0010202953930869632 0.001348804053654389 0.0013860315532291559
leaf_count=631 924 127 559 484 966 219
internal_value=0 -0.00268676 0.00512395 0.000697213 0.00409338 -0.00300509
internal_weight=0 0.0058749 0.00300865 0.00479341 0.00375513 0.00273484
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=7086
num_leaves=7
num_cat=0
split_feature=52 151 16 2 4 2
split_gain=9.84796e-06 2.72452e-05 4.27766e-05 4.07273e-05 2.6112e-05 2.40459e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.083329999999999987 0.097940000000000013
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0021984871461070863 -0.016750924105378585 0.014674288597792004 0.013721941948435998 -0.021153199117618399 -0.0083429671576488139 0.016356579951343628
leaf_weight=0.0019012780453604768 0.0010821634581400907 0.0015201112374843596 0.0010464015406032835 0.0011139150028401526 0.0011002924756665494 0.0011039418373184114
leaf_count=694 372 413 497 291 1147 496
internal_value=0 -0.0024228 0.000820513 -0.00563818 0.00241253 0.00461756
internal_weight=0 0.00586288 0.00478072 0.00326061 0.00214669 0.00300522
internal_count=3910 2720 2348 1935 1644 1190
is_linear=0
shrinkage=0.1


Tree=7087
num_leaves=8
num_cat=0
split_feature=3 39 457 3 12 15 43
split_gain=1.03943e-05 2.971e-05 2.53924e-05 4.31204e-05 3.37107e-05 3.99841e-05 1.30931e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.085120000000000015 -0.077544999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.012240449707821146 0.0083697894575997158 0.01380131190743563 0.009710122700643177 -0.024231632424639243 -0.007909593517161433 0.0086091871163905542 -0.023810845318518445
leaf_weight=0.0011666119230432054 0.0012620808979208874 0.0010956413324241078 0.0011181696747662971 0.0011280909127418838 0.0010615603058645451 0.0010087716410342447 0.0010109559553451736
leaf_count=219 239 424 220 164 769 1094 781
internal_value=0 -0.00143091 -0.00400076 -0.00685253 -0.00223726 -0.0077187 -0.0156661
internal_weight=0 0.0075898 0.00649416 0.00537599 0.0042479 0.00308129 0.00207252
internal_count=3910 3671 3247 3027 2863 2644 1550
is_linear=0
shrinkage=0.1


Tree=7088
num_leaves=8
num_cat=0
split_feature=1 42 2 13 160 52 2
split_gain=1.3217e-05 3.21758e-05 2.24175e-05 5.71806e-05 4.82465e-05 4.09308e-05 6.60481e-05
threshold=0.12730000000000002 0.091955000000000023 0.086650000000000019 -0.0038299999999999996 0.084835000000000008 -0.0066199999999999991 0.10362500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.00049191419116456918 0.00018797967321182427 -0.00035629884706067801 -0.00034849212226211406 0.00011334070557975975 0.00043162883280666389 0.0004677926440299816 -0.00018047500660000124
leaf_weight=0.0010207111168677942 0.0012078412196508065 0.001027070327528354 0.0010400408696433902 0.0014563494884203758 0.0012107672220130596 0.0011141388519571634 0.0013202858293854198
leaf_count=878 345 732 567 323 290 527 248
internal_value=0 -3.17386e-05 1.48032e-05 -0.000136064 9.45659e-05 -2.28924e-05 0.000116211
internal_weight=0 0.00818936 0.00716229 0.00247706 0.00468523 0.00347447 0.00243442
internal_count=3910 3565 2833 1201 1632 1342 775
is_linear=0
shrinkage=0.00196078


Tree=7089
num_leaves=7
num_cat=0
split_feature=52 4 0 0 0 52
split_gain=1.08764e-05 3.80173e-05 4.08092e-05 2.93767e-05 3.80733e-05 3.55825e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.077944999999999987 -0.10575999999999998 -0.14867499999999997 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.018391816990280582 0.0080808878715458825 -0.018511458439750914 0.01530821813399127 -0.014969899141619997 0.017412277203677703 0.0070681616344194752
leaf_weight=0.001135929506137493 0.0013917387924011655 0.001071965082594376 0.0015950789619941577 0.0014620563456874077 0.0010829285267405292 0.0011037471787706259
leaf_count=255 673 124 824 1562 285 187
internal_value=0 -0.00154954 0.00147964 -0.00319291 0.00209108 -0.00553482
internal_weight=0 0.00745171 0.00631578 0.0047207 0.00325864 0.00217571
internal_count=3910 3237 2982 2158 596 311
is_linear=0
shrinkage=0.1


Tree=7090
num_leaves=6
num_cat=0
split_feature=150 15 15 4 43
split_gain=1.05019e-05 2.58266e-05 3.01805e-05 2.67606e-05 2.98896e-05
threshold=0.082085000000000019 -0.038029999999999987 -0.106555 -0.06272999999999998 0.0016850000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00084132898647983805 0.0071468033869688426 -0.01036728295007389 -0.021530227928495897 0.014522677330304341 0.011111272282836494
leaf_weight=0.001830524188638342 0.0016559170411311235 0.0017367035779951774 0.0011468657562903953 0.001421682325074666 0.0010334428841192759
leaf_count=625 513 1169 759 498 346
internal_value=0 -0.00168885 -0.00881052 0.00336956 -0.0023544
internal_weight=0 0.00716922 0.00297739 0.00419183 0.00277015
internal_count=3910 3397 1384 2013 1515
is_linear=0
shrinkage=0.1


Tree=7091
num_leaves=8
num_cat=0
split_feature=11 16 2 0 12 0 15
split_gain=3.32996e-05 2.3169e-05 5.02534e-05 7.81412e-05 3.574e-05 4.97107e-05 3.26121e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.029849999999999998 0.088325000000000015 -0.12329499999999999 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00021900860364617149 -0.00034431253624680601 0.00024479304577692087 8.5488525572810565e-05 -0.00042856675555816515 0.00032763074763866195 -0.0002982299755130666 0.00057638914011663895
leaf_weight=0.0012213645220294301 0.0010049890027518946 0.0012444872108827265 0.0010352990572541404 0.0013871227816360738 0.0017007654968204866 0.0013525994414291614 0.0010459440046139449
leaf_count=394 279 170 387 204 1183 1099 194
internal_value=0 3.20322e-05 7.15125e-05 -2.39219e-05 0.000106676 -3.8021e-05 0.000332194
internal_weight=0 0.00898758 0.00776622 0.00568497 0.00429785 0.00259709 0.00208124
internal_count=3910 3631 3237 2656 2452 1269 581
is_linear=0
shrinkage=0.00196078


Tree=7092
num_leaves=7
num_cat=0
split_feature=52 4 0 0 2 151
split_gain=9.09979e-06 3.14568e-05 3.50215e-05 2.34426e-05 3.38174e-05 2.36543e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.077944999999999987 -0.099024999999999988 0.083715000000000026 -0.0088999999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.016758496370410658 0.0073820946186236233 0.015572512809865227 0.014147833333219624 -0.016118517215597549 -0.016858392310119378 0.0026180218148675184
leaf_weight=0.0011336300158339861 0.0013939277122457985 0.0010875610013157929 0.0015940157452898566 0.00105663247047387 0.001066055996655048 0.0015023859177918464
leaf_count=255 673 130 824 1465 202 361
internal_value=0 -0.001422 0.00133476 -0.00299917 0.00079249 -0.00546585
internal_weight=0 0.00744028 0.00630665 0.00471264 0.003656 0.00256844
internal_count=3910 3237 2982 2158 693 563
is_linear=0
shrinkage=0.1


Tree=7093
num_leaves=9
num_cat=0
split_feature=11 3 47 0 2 15 12 0
split_gain=4.43628e-05 3.8535e-05 3.82347e-05 3.37428e-05 6.33739e-05 8.47314e-05 6.12249e-05 2.32192e-05
threshold=0.077165000000000025 -0.10628499999999998 0.077735000000000012 -0.23029999999999998 0.11260500000000001 0.085120000000000015 0.084100000000000022 -0.092694999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -4
right_child=-2 2 7 4 -6 -7 -8 -9
leaf_value=0.00035361161103302722 -0.00039733673849811924 0.00038172598871562003 -0.0004145869579729328 -5.9257323938232438e-05 0.00041555789834479492 0.00032858205277639204 -0.00068275499371085421 -1.118836756019013e-05
leaf_weight=0.0012757610947536921 0.0010009164854056533 0.0010890232522779968 0.0012137924789506604 0.0014000136579757974 0.0010735943155104856 0.0010849452496645468 0.0010669698424497181 0.0010009656969669186
leaf_count=244 282 96 204 508 448 964 865 299
internal_value=0 3.73278e-05 -1.35597e-05 7.12047e-05 -1.90377e-06 -0.000128084 -0.00032892 -0.00023227
internal_weight=0 0.00920507 0.0079293 0.00571455 0.00462552 0.00355193 0.00246698 0.00221476
internal_count=3910 3628 3384 2881 2785 2337 1373 503
is_linear=0
shrinkage=0.00196078


Tree=7094
num_leaves=6
num_cat=0
split_feature=0 43 15 4 1
split_gain=1.11346e-05 2.14456e-05 2.26363e-05 3.57164e-05 2.82272e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.10498500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.010601219179009509 0.007245878363812349 0.019928633912954193 -0.010780717620605394 -0.013471342540406132 0.0069829766344809618
leaf_weight=0.0019834106324460414 0.0016978971512042976 0.0011640201925489243 0.0011435646446672923 0.0010938281584012338 0.0017606745236197559
leaf_count=1214 394 353 1139 453 357
internal_value=0 -0.00176311 0.00163273 0.00516527 -0.000854995
internal_weight=0 0.0071455 0.00516209 0.00401852 0.0028545
internal_count=3910 3516 2302 1163 810
is_linear=0
shrinkage=0.1


Tree=7095
num_leaves=7
num_cat=0
split_feature=11 42 0 49 15 16
split_gain=2.28761e-05 2.82357e-05 3.70741e-05 4.6657e-05 6.09248e-05 0.000110762
threshold=1.0000000180025095e-35 0.086325000000000013 0.047345000000000005 -0.07107999999999999 -0.017214999999999998 -0.072359999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00036026371682400336 -0.00028351734664765665 -0.00019289040987746943 0.00039382137755164721 0.00024924089367389218 0.00036779614933866268 -0.00056310757872049099
leaf_weight=0.0010259718375597729 0.0010118923977016922 0.0017653838963425936 0.0012281640879350467 0.0015435067167637933 0.001926003857628391 0.0011089147086072457
leaf_count=211 304 1388 163 435 961 448
internal_value=0 2.81666e-05 8.52829e-05 1.76688e-05 0.000102359 -9.03828e-05
internal_weight=0 0.00859795 0.00683256 0.0056044 0.00457843 0.00265242
internal_count=3910 3606 2218 2055 1844 883
is_linear=0
shrinkage=0.00196078


Tree=7096
num_leaves=6
num_cat=0
split_feature=150 15 15 43 13
split_gain=1.06237e-05 2.50643e-05 2.56828e-05 2.34238e-05 5.42716e-05
threshold=0.082085000000000019 -0.038029999999999987 -0.106555 -0.083899999999999988 -0.09547499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.0013940787090707275 0.0071583987350294261 0.013427093015586018 -0.02049054794858652 0.013224455101432274 -0.015109448381897162
leaf_weight=0.0018357406303437362 0.0016670532308803642 0.0014742954215814287 0.0011426207278106941 0.0012402812924821739 0.0014859363319317251
leaf_count=625 513 484 759 151 1378
internal_value=0 -0.00170308 -0.00872026 0.00327243 -0.00221906
internal_weight=0 0.00717887 0.00297836 0.00420051 0.00272622
internal_count=3910 3397 1384 2013 1529
is_linear=0
shrinkage=0.1


Tree=7097
num_leaves=7
num_cat=0
split_feature=15 151 12 16 1 0
split_gain=9.86641e-06 2.03917e-05 3.60074e-05 5.36555e-05 5.39317e-05 5.28326e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 0.095575000000000007 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=-0.0071652524315620946 0.014375948895853833 -0.025426145222934956 0.019309540545039527 -0.013531354800448295 0.017041340698799288 -0.008897508543266942
leaf_weight=0.0015893487366504776 0.0010563771930418575 0.0011224774489479749 0.0016360618372100637 0.0011955710363751131 0.0011152287807872001 0.0011176501388165667
leaf_count=614 487 332 1489 550 181 257
internal_value=0 0.0015353 -0.000657133 -0.00748934 0.00122351 0.00786113
internal_weight=0 0.00724337 0.00618699 0.00343328 0.0023108 0.00275371
internal_count=3910 3296 2809 1063 731 1746
is_linear=0
shrinkage=0.1


Tree=7098
num_leaves=7
num_cat=0
split_feature=4 42 4 4 43 13
split_gain=1.01621e-05 2.04309e-05 3.40208e-05 3.61347e-05 4.17041e-05 5.93748e-05
threshold=0.27608500000000008 0.088465000000000002 0.074650000000000008 0.0057500000000000008 0.0016850000000000001 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.010228265916018796 0.008180254899080466 -0.01242287124927619 -0.015345477306096953 0.020013212909560207 0.017142192912107848 -0.018635731587785861
leaf_weight=0.0012477847467399551 0.0012879787006398573 0.0013809949362376178 0.0010506067477667443 0.0011502522802413172 0.0010317504449234172 0.001661814955252187
leaf_count=1030 441 1042 204 234 249 710
internal_value=0 -0.0014326 0.00103842 0.00441909 -0.000131934 -0.00625738
internal_weight=0 0.0075232 0.00614221 0.0050916 0.00394135 0.0029096
internal_count=3910 3469 2427 2223 1989 1740
is_linear=0
shrinkage=0.1


Tree=7099
num_leaves=8
num_cat=0
split_feature=2 160 12 52 1 42 0
split_gain=9.06201e-06 3.8408e-05 3.21068e-05 8.12069e-05 2.83056e-05 2.74931e-05 2.35834e-05
threshold=0.086650000000000019 0.084835000000000008 0.093375000000000014 0.091210000000000013 0.10134000000000001 0.084100000000000022 -0.099024999999999988
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.01329874181717132 -0.019912293212372804 0.018125709128962133 -0.016821140247066518 0.026197703883558545 0.0028655104769821551 -0.017557793206211602 -0.0073943478092938497
leaf_weight=0.00101794639645285 0.0010306914925887021 0.0012175752916339872 0.0010901487637769072 0.0010295256831446384 0.0011591105499602907 0.001047012094516507 0.0011999989649561919
leaf_count=154 632 343 649 338 325 786 683
internal_value=0 0.00244273 -0.00198825 0.00303455 -0.0078555 -0.0042019 0.00210294
internal_weight=0 0.00552705 0.00430948 0.00321933 0.0021898 0.00326496 0.00221795
internal_count=3910 2287 1944 1295 957 1623 837
is_linear=0
shrinkage=0.1


Tree=7100
num_leaves=8
num_cat=0
split_feature=11 0 49 1 15 48 12
split_gain=2.27704e-05 2.27159e-05 3.96566e-05 3.42896e-05 5.39439e-05 4.23156e-05 4.8972e-05
threshold=1.0000000180025095e-35 0.047345000000000005 -0.084114999999999981 0.11183500000000002 -0.074174999999999977 0.083775000000000002 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00037668194985079353 -0.00027661525859372463 0.0002496133953044839 -0.00019683044456807389 0.00013025919858938308 -0.00048247231246445775 0.00047733874821995274 0.00030793431415498447
leaf_weight=0.0010058547814367552 0.0010411892430199866 0.0015022883787839105 0.0016595631262015023 0.0011923252172678738 0.0010292820664196645 0.0011023373159409974 0.0013321653961659542
leaf_count=228 304 214 852 341 155 393 1423
internal_value=0 2.99837e-05 -1.50817e-05 4.2508e-05 -0.000153622 0.000148936 2.79326e-05
internal_weight=0 0.00882382 0.00732153 0.00631567 0.00222161 0.00409407 0.00299173
internal_count=3910 3606 3392 3164 496 2668 2275
is_linear=0
shrinkage=0.00196078


Tree=7101
num_leaves=8
num_cat=0
split_feature=11 52 13 43 1 3 0
split_gain=2.37347e-05 2.19776e-05 4.86443e-05 4.96367e-05 3.40876e-05 2.35834e-05 1.26205e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.094679999999999986 -0.062599999999999989 0.10593500000000002 -0.075679999999999983 -0.13506999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00035672297662372066 -0.00029051594085848745 -0.0002316943354504361 1.6691930284127015e-05 0.00010387725416496021 -0.00047568712631300067 0.00039345866857299131 -0.0002006722898263898
leaf_weight=0.0017033235001800411 0.0010083702243551618 0.0010958313134273225 0.0014763671687677996 0.0010904471753253493 0.0010454459733351519 0.0011258024018754801 0.0010055561401839351
leaf_count=304 304 611 935 136 175 362 1083
internal_value=0 2.75668e-05 6.57176e-05 -2.05828e-05 -0.000186481 0.000179696 -4.22302e-05
internal_weight=0 0.00854277 0.00744694 0.00574362 0.00314145 0.00260217 0.002096
internal_count=3910 3606 2995 2691 1394 1297 1219
is_linear=0
shrinkage=0.00196078


Tree=7102
num_leaves=6
num_cat=0
split_feature=52 13 1 2 0
split_gain=1.01212e-05 2.64264e-05 3.27808e-05 3.51257e-05 3.46351e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10251500000000001 -0.084304999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01635142975658746 -0.0086607297704641203 -0.010721871823085122 -0.012867792284497493 0.018574369586749753 0.0085009545367301566
leaf_weight=0.0010121358991688947 0.0011767093932005283 0.0019508943813843786 0.0017214729070678444 0.0011371783197771891 0.0018040758425332106
leaf_count=169 647 1145 413 486 1050
internal_value=0 0.00130345 -0.000999461 0.00317682 -0.00148626
internal_weight=0 0.00762576 0.00661362 0.00489215 0.00375497
internal_count=3910 3263 3094 2681 2195
is_linear=0
shrinkage=0.1


Tree=7103
num_leaves=8
num_cat=0
split_feature=11 16 2 43 16 1 0
split_gain=2.52708e-05 2.21911e-05 3.88513e-05 8.0941e-05 8.93113e-05 3.76857e-05 1.31732e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 0.090355000000000005 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00022306758596663152 -0.00029691545143108145 0.00047364449361504831 0.00014278362557194592 -0.0005189175847037697 -0.0003237082889479068 0.00012127750061537461 0.00046070794176147515
leaf_weight=0.0011618472920996254 0.0010218224771604391 0.001566013949923591 0.0010014269277846862 0.0010088053810091676 0.0014987459777542377 0.0014297536634385697 0.0010028729181356685
leaf_count=380 304 548 143 461 1174 462 438
internal_value=0 2.91063e-05 6.81316e-05 -1.6992e-05 9.56665e-05 -0.000106457 0.00030186
internal_weight=0 0.00866947 0.00750762 0.00550332 0.00449451 0.0029285 0.0020043
internal_count=3910 3606 3226 2645 2184 1636 581
is_linear=0
shrinkage=0.00196078


Tree=7104
num_leaves=7
num_cat=0
split_feature=11 16 2 4 2 3
split_gain=1.95402e-05 2.07994e-05 3.21056e-05 7.0859e-05 4.00659e-05 4.60824e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 0.089910000000000004 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00022456688058497545 -0.00026843937753116338 -0.00040044709957749025 0.00027285713180584265 0.00024812247458346165 0.00042879694443015019 -0.00024239932452176438
leaf_weight=0.0011485182905022718 0.0010012013540387872 0.0013921434580833674 0.0019795292872715232 0.001412736093682594 0.001114710891743002 0.0015379317039174222
leaf_count=380 304 536 581 1138 611 360
internal_value=0 2.10181e-05 5.89443e-05 -1.86453e-05 0.000112098 -7.54474e-06
internal_weight=0 0.00858557 0.00743705 0.00545752 0.00406538 0.00295067
internal_count=3910 3606 3226 2645 2109 1498
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shrinkage=0.00196078


Tree=7105
num_leaves=7
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split_feature=11 1 0 13 0 52
split_gain=3.01619e-05 3.10336e-05 5.68836e-05 5.60826e-05 7.61592e-05 3.67427e-05
threshold=0.077330000000000024 1.0000000180025095e-35 0.047345000000000005 -0.0024749999999999993 -0.10071499999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2
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leaf_count=1896 279 1020 87 117 361 150
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internal_weight=0 0.00914955 0.00317204 0.00597752 0.00404214 0.00298585
internal_count=3910 3631 1983 1648 628 267
is_linear=0
shrinkage=0.00196078


Tree=7106
num_leaves=6
num_cat=0
split_feature=1 4 15 47 48
split_gain=1.04723e-05 2.70213e-05 1.90912e-05 3.27649e-05 3.16644e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 0.087850000000000025 0.084795000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=0.0033306864382511938 0.021106056594221399 -0.016350794517135052 -0.0088756707750686642 -0.0046030354162147858 -0.00058458418347373325
leaf_weight=0.0016420632388546657 0.001637662926564113 0.0012127820587310568 0.0012125517573370274 0.0019951222605460854 0.0011425692558405401
leaf_count=454 725 1554 571 370 236
internal_value=0 -0.00503031 0.00232984 0.00517513 0.012192
internal_weight=0 0.00285485 0.00598791 0.00477535 0.00278023
internal_count=3910 2008 1902 1331 961
is_linear=0
shrinkage=0.1


Tree=7107
num_leaves=8
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split_feature=11 42 51 484 4 15 0
split_gain=2.30202e-05 2.49485e-05 4.51448e-05 4.34552e-05 3.9714e-05 3.97103e-05 3.24311e-05
threshold=0.077330000000000024 0.086325000000000013 0.08955500000000001 0.042570000000000004 -0.077679999999999985 -0.03231499999999999 -0.14733499999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00029303555555975383 -0.00029137574310545642 -0.00018129687978671384 -0.00030671600722558705 0.00050609756280299957 -0.00015614370328169262 -0.00035969339448973354 0.00033100802055684105
leaf_weight=0.0018526394282193026 0.001003088140958318 0.0018485191584208908 0.0010247517415069339 0.0010261163039314786 0.001025079323379341 0.001149424788038019 0.0010778592787082995
leaf_count=615 279 1399 266 297 150 356 548
internal_value=0 2.17722e-05 7.42294e-05 0.0001379 6.38921e-05 -6.66347e-05 9.35455e-05
internal_weight=0 0.00900439 0.00715587 0.00613112 0.005105 0.00325236 0.00210294
internal_count=3910 3631 2232 1966 1669 1054 698
is_linear=0
shrinkage=0.00196078


Tree=7108
num_leaves=6
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split_feature=15 43 0 15 0
split_gain=1.02486e-05 1.97141e-05 3.07312e-05 3.9813e-05 2.96868e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.082994999999999985 -0.0063699999999999989 0.047345000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_value=-0.0073171554470292241 0.012880236712834543 -0.004378160477468117 -0.019067523323509888 0.01709864254452707 0.002853197505731481
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leaf_count=614 233 801 1334 669 259
internal_value=0 0.00154363 -0.000851429 0.005208 -0.00931223
internal_weight=0 0.00726068 0.00599428 0.00349281 0.00250147
internal_count=3910 3296 3063 1470 1593
is_linear=0
shrinkage=0.1


Tree=7109
num_leaves=7
num_cat=0
split_feature=52 15 160 2 16 0
split_gain=1.90848e-05 3.60061e-05 2.65031e-05 3.18209e-05 0.000107419 2.49048e-05
threshold=-0.048794999999999991 -0.053579999999999996 -1.0000000180025095e-35 0.11005500000000001 -0.078844999999999985 -0.10131499999999999
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 -5 -6 -7
leaf_value=0.00031040980280910738 -0.00033117967910253568 -9.6478020922765358e-05 -3.8182512290224064e-05 0.0002259807397411743 -0.0005155225170778851 0.00037518457616796336
leaf_weight=0.0017196091596066167 0.0012121600971946285 0.0016275440845352396 0.0011492305887387852 0.0015546897516657112 0.001492209680813838 0.0010936045901200188
leaf_count=631 924 559 198 315 478 805
internal_value=0 0.000112562 -6.96655e-05 -9.73861e-06 -0.000107855 0.000163375
internal_weight=0 0.00334715 0.00650189 0.00528973 0.00373504 0.00224284
internal_count=3910 1190 2720 1796 1481 1003
is_linear=0
shrinkage=0.00196078


Tree=7110
num_leaves=7
num_cat=0
split_feature=4 12 47 3 2 16
split_gain=1.85957e-05 2.9949e-05 4.77614e-05 4.37295e-05 4.15695e-05 5.68651e-05
threshold=0.27020000000000005 -0.036459999999999992 0.085165000000000018 0.10666500000000002 0.097575000000000009 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00035289422159456775 0.00019299913109102208 0.0001615014274099835 0.00030327320862936238 0.00022968742753081109 -0.00052535682284754037 -0.00035415440361002737
leaf_weight=0.0010311089206866712 0.0015625860643367412 0.00182880012641113 0.0016006997982829802 0.0013367323170391555 0.0010055108137674556 0.001493832386532344
leaf_count=294 472 908 399 129 564 1144
internal_value=0 -4.01772e-05 4.20263e-06 -8.03045e-05 -0.000176044 -7.03338e-05
internal_weight=0 0.00829668 0.00726558 0.00566488 0.00432814 0.00332263
internal_count=3910 3438 3144 2745 2616 2052
is_linear=0
shrinkage=0.00196078


Tree=7111
num_leaves=6
num_cat=0
split_feature=1 2 15 151 2
split_gain=9.7725e-06 2.66214e-05 1.88177e-05 3.19026e-05 6.25809e-05
threshold=0.076710000000000014 0.096540000000000015 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.015172860973049568 -0.010335253080809532 0.0041557883472224623 -0.0088716610077676766 -0.004142117655942669 0.021739211563250357
leaf_weight=0.0013356402832085496 0.0010516140238033987 0.0015274981881293881 0.0012163366264829299 0.0017885967454954682 0.0019559258512109679
leaf_count=1452 318 556 571 488 525
internal_value=0 -0.00486093 0.00223736 0.0050547 0.00937682
internal_weight=0 0.00286314 0.00601247 0.00479614 0.00374452
internal_count=3910 2008 1902 1331 1013
is_linear=0
shrinkage=0.1


Tree=7112
num_leaves=6
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split_feature=43 43 52 12 16
split_gain=1.12905e-05 3.22309e-05 2.53878e-05 4.63158e-05 4.4268e-05
threshold=-0.057994999999999998 -0.093039999999999984 -0.074484999999999982 0.088375000000000023 -0.19424999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0041115692947374851 -0.014460052843213786 0.016282438619598317 -0.0081030145497220148 -0.015672148995017173 0.016571000875576843
leaf_weight=0.0017822531395796279 0.0013889423811181151 0.0013711038706943133 0.001151127709740045 0.0011938659477052117 0.0019740964580881926
leaf_count=602 438 1172 253 754 691
internal_value=0 0.0047559 -0.00269961 0.00108234 0.00748271
internal_weight=0 0.00315336 0.00570803 0.00431909 0.00312522
internal_count=3910 1774 2136 1698 944
is_linear=0
shrinkage=0.1


Tree=7113
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 3
split_gain=1.05469e-05 2.78816e-05 2.08921e-05 4.07785e-05 5.82984e-05 5.23584e-05
threshold=0.092720000000000011 0.073820000000000011 -0.047894999999999993 0.11561500000000001 -0.10303999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.0089420491079777228 -0.009542434177295776 0.016132652305056779 -0.026655596832861807 0.012253279850019543 -0.016498563111829512 0.011424326314231592
leaf_weight=0.0015656018712360094 0.0010321160899065271 0.0010795499142767099 0.0012776651611498793 0.0011616478935242694 0.001192461322503168 0.0015371978137589649
leaf_count=345 429 457 326 309 1412 632
internal_value=0 0.00121323 -0.00117835 -0.00424366 -0.00902582 -0.000773887
internal_weight=0 0.00781412 0.00673457 0.00516897 0.00400732 0.00272966
internal_count=3910 3481 3024 2679 2370 2044
is_linear=0
shrinkage=0.1


Tree=7114
num_leaves=8
num_cat=0
split_feature=47 16 43 52 16 15 1
split_gain=1.51066e-05 3.82593e-05 4.12739e-05 5.49482e-05 3.46815e-05 4.63189e-05 2.36836e-05
threshold=0.11669500000000001 -0.50388999999999984 -0.17307499999999998 0.086950000000000013 0.070590000000000014 -0.0063699999999999989 0.093720000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00037118931753183932 -0.00023421902236734984 0.00031463414137944244 -0.00031570495569441481 -0.00042132474225035303 -0.00031043666461010846 0.00032656435289865924 0.00010672930794915557
leaf_weight=0.0010410394909958712 0.0010133719285644093 0.0011330681887251294 0.0010287552859965297 0.001487674039334746 0.0010269828568107557 0.0017804100427912077 0.0010124038383892257
leaf_count=261 179 246 601 926 529 835 333
internal_value=0 1.90364e-05 -3.00452e-05 -9.16821e-05 9.46166e-06 9.5429e-05 -0.00010618
internal_weight=0 0.00851033 0.00746929 0.00633623 0.00484855 0.00382157 0.00204116
internal_count=3910 3731 3470 3224 2298 1769 934
is_linear=0
shrinkage=0.00196078


Tree=7115
num_leaves=8
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split_feature=11 48 0 2 52 12 1
split_gain=2.26283e-05 1.96754e-05 7.00668e-05 5.53653e-05 3.68563e-05 7.43603e-05 7.00086e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 0.093870000000000023 0.088495000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=9.7887285286166862e-05 -0.00028439830852886716 -0.00015187784171570619 0.00048709023087291885 0.00033603009601956699 -0.00042299441482882835 0.00040020442328887604 -0.00054774692174348785
leaf_weight=0.0013411865367333254 0.0010370429338983867 0.0013371685438616358 0.0013024930686815772 0.0012129633684428353 0.0012466131891811852 0.0010771092560469524 0.001245218290432955
leaf_count=935 304 114 591 421 791 338 416
internal_value=0 2.19008e-05 0.000163409 -3.91034e-05 -0.000131774 -3.26778e-05 -0.000212952
internal_weight=0 0.00876275 0.00263966 0.00612309 0.00491013 0.00366351 0.0025864
internal_count=3910 3606 705 2901 2480 1689 1351
is_linear=0
shrinkage=0.00196078


Tree=7116
num_leaves=7
num_cat=0
split_feature=52 12 52 4 1 2
split_gain=1.00405e-05 2.59017e-05 4.44492e-05 4.33996e-05 5.59373e-05 5.00086e-05
threshold=0.11401500000000002 0.097345000000000015 0.067395000000000024 -0.06272999999999998 0.11097000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.021846864973617274 -0.0086067959887899444 0.01266274451822552 0.017437836822776744 -0.0088158460164026505 -0.017779861538142389 0.019442004620647196
leaf_weight=0.0012316182525043979 0.0011883672047314272 0.0015838443395161748 0.0010123151107683257 0.0010494233794483541 0.0012371453638519879 0.0015531966012800268
leaf_count=684 647 532 601 597 370 479
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internal_weight=0 0.00766754 0.0060837 0.00507138 0.00383977 0.00260262
internal_count=3910 3263 2731 2130 1446 1076
is_linear=0
shrinkage=0.1


Tree=7117
num_leaves=7
num_cat=0
split_feature=1 4 150 16 16 0
split_gain=9.94234e-06 2.29104e-05 1.63541e-05 3.73822e-05 2.54693e-05 3.90793e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 -0.27337499999999998 -0.055679999999999993 -0.066689999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.0027989852675461887 -0.017161533611082174 -0.015318996266541951 0.01208533450020481 0.014103457024199344 -0.016411993762023142 0.01100092703537762
leaf_weight=0.0016419159459497416 0.0010461676902115864 0.0012139504902543351 0.001322112765463645 0.0015293864203382171 0.001054658722962928 0.0010258942464201417
leaf_count=454 280 1554 362 495 428 337
internal_value=0 -0.00490247 0.00227002 -0.000517057 0.00430655 -0.00289503
internal_weight=0 0.00285587 0.00597822 0.00465611 0.00360994 0.00208055
internal_count=3910 2008 1902 1540 1260 765
is_linear=0
shrinkage=0.1


Tree=7118
num_leaves=7
num_cat=0
split_feature=4 39 2 4 15 0
split_gain=1.14258e-05 2.14814e-05 3.15017e-05 8.9558e-05 5.05944e-05 2.71639e-05
threshold=0.27020000000000005 0.083240000000000022 0.106285 -0.08422499999999998 -0.0063699999999999989 -0.10943499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.026202529185443066 0.0082821157787172413 -0.014712765800529441 0.013167514441361623 -0.016930543885427505 0.018503311407123545 0.0061132372621148252
leaf_weight=0.001265350594666417 0.0013886028542706152 0.0010695309699927068 0.00151925216955373 0.0010343443913092528 0.0015305693273322965 0.0010120790570040368
leaf_count=614 472 269 488 162 973 932
internal_value=0 -0.00160012 0.000604417 -0.00333717 0.00475138 -0.00553401
internal_weight=0 0.00743113 0.0063616 0.00484234 0.00357699 0.00204642
internal_count=3910 3438 3169 2681 2067 1094
is_linear=0
shrinkage=0.1


Tree=7119
num_leaves=8
num_cat=0
split_feature=157 160 133 2 3 16 1
split_gain=2.64424e-05 5.65125e-05 7.2329e-05 5.07465e-05 5.83395e-05 8.92866e-05 2.74286e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.08824499999999999 -0.10808 0.094165000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
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leaf_value=0.00029095027192299286 -0.00040989815217247548 -0.00046902961832728926 -0.00017070307008125606 -0.00023384382967106101 0.00080099308967414285 -1.0950621515059301e-05 0.00038926074059524165
leaf_weight=0.0010123957068251333 0.0013708257373513805 0.001001290573975527 0.0013262493001150134 0.001411998909961628 0.001029377859876876 0.0018864573264786811 0.001011370949424769
leaf_count=517 856 847 401 352 185 496 256
internal_value=0 -4.32154e-05 2.2348e-05 9.61632e-05 0.000184861 0.000304938 0.000128727
internal_weight=0 0.00903757 0.00766674 0.00666545 0.00525346 0.00392721 0.00289783
internal_count=3910 3393 2537 1690 1338 937 752
is_linear=0
shrinkage=0.00196078


Tree=7120
num_leaves=7
num_cat=0
split_feature=50 4 151 4 13 47
split_gain=1.02174e-05 2.59894e-05 2.65639e-05 4.90155e-05 2.65799e-05 2.60055e-05
threshold=0.07992500000000001 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.070604999999999987 0.09023500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
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leaf_value=0.011725247397642448 -0.0092553162773162476 0.015945579112296996 0.016189035740819781 -0.022642865789608623 -0.0033868859837365758 -0.002248696838634373
leaf_weight=0.0013080794575856406 0.0010605787609825239 0.0010368576913477694 0.0012028716065304946 0.0015017649787175036 0.0016382488767714568 0.0010712591947330664
leaf_count=445 755 396 644 551 968 151
internal_value=0 0.00120922 -0.00106377 -0.00415364 0.00490115 -0.0141519
internal_weight=0 0.00775908 0.00672222 0.00541414 0.00284112 0.00257302
internal_count=3910 3155 2759 2314 1612 702
is_linear=0
shrinkage=0.1


Tree=7121
num_leaves=8
num_cat=0
split_feature=157 160 4 1 43 47 43
split_gain=1.84241e-05 4.48582e-05 2.51555e-05 4.99697e-05 5.47002e-05 1.94665e-05 9.90409e-06
threshold=-0.062384999999999996 -1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -0.0037249999999999996 0.085585000000000008 0.079060000000000005
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010007894832487979 0.0012753508958078573 0.0014867419074925106 0.0015718427594176004 0.0011520397040313032 0.0010015876678993569 0.0010796231666732748 0.0010077005906990828
leaf_count=569 823 940 396 466 347 148 221
internal_value=0 -3.71394e-05 2.214e-05 -3.81595e-05 0.000108166 -0.000267387 0.000319142
internal_weight=0 0.00857489 0.00729954 0.00572769 0.00349603 0.00223166 0.00200929
internal_count=3910 3341 2518 2122 1508 614 568
is_linear=0
shrinkage=0.00196078


Tree=7122
num_leaves=8
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split_feature=4 12 49 133 43 12 160
split_gain=2.08513e-05 3.34912e-05 4.14749e-05 5.33393e-05 6.29605e-05 7.42719e-05 4.16486e-05
threshold=0.27020000000000005 -0.036459999999999992 -0.00064499999999999985 1.0000000180025095e-35 -0.074254999999999988 0.080120000000000011 0.069910000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.0003683479359363049 0.00020709623024710815 -0.0004676676810925321 0.00056641317120868632 -0.00026894295345558146 0.0003243957893881757 -0.00035892240317920694 7.1088666426276042e-05
leaf_weight=0.0010470897206653609 0.0015508892180386173 0.0011796664765079655 0.00130788753629036 0.0011204065977959842 0.0014475170313445363 0.0010589533313968274 0.0010362738409965967
leaf_count=294 472 412 338 971 241 1011 171
internal_value=0 -4.08344e-05 7.12392e-06 0.000107192 0.000217675 3.57021e-05 -0.000215721
internal_weight=0 0.00819779 0.0071507 0.00493476 0.00381436 0.00250647 0.00221594
internal_count=3910 3438 3144 2561 1590 1252 583
is_linear=0
shrinkage=0.00196078


Tree=7123
num_leaves=7
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split_feature=52 160 15 13 13 3
split_gain=8.82168e-06 2.97619e-05 2.50462e-05 2.25124e-05 4.17047e-05 2.60478e-05
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decision_type=2 2 2 2 2 2
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leaf_count=631 924 127 559 484 1055 130
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internal_weight=0 0.00583409 0.00300034 0.00475539 0.00372399 0.00270408
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=7124
num_leaves=7
num_cat=0
split_feature=0 52 1 3 2 47
split_gain=1.01041e-05 2.99433e-05 2.8304e-05 4.23352e-05 2.7215e-05 2.0985e-05
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decision_type=2 2 2 2 2 2
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leaf_count=597 446 1891 426 107 294 149
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internal_weight=0 0.00688691 0.0057332 0.00257769 0.00315551 0.00206609
internal_count=3910 3464 2867 1998 869 575
is_linear=0
shrinkage=0.1


Tree=7125
num_leaves=7
num_cat=0
split_feature=157 160 42 43 2 3
split_gain=1.3576e-05 4.37884e-05 2.70938e-05 3.14084e-05 3.10074e-05 4.10126e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
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leaf_value=0.00020678369367153567 -0.00037483717546038536 -0.00022634451032686731 0.00031372241999426544 -0.00026798064715769052 0.00030428650391589878 -0.00015741563528493742
leaf_weight=0.0010176678708871427 0.0012303411337775787 0.0013384896371559755 0.0016341000429577566 0.0012337329138204841 0.0016820929961810732 0.0013202902080902844
leaf_count=587 813 875 482 511 485 157
internal_value=0 -3.29535e-05 2.53973e-05 8.27978e-05 -6.28233e-06 0.000101254
internal_weight=0 0.00843905 0.00720871 0.00587022 0.00423612 0.00300238
internal_count=3910 3323 2510 1635 1153 642
is_linear=0
shrinkage=0.00196078


Tree=7126
num_leaves=7
num_cat=0
split_feature=43 52 16 52 12 0
split_gain=9.7962e-06 2.55759e-05 2.47028e-05 2.1736e-05 4.33426e-05 3.75299e-05
threshold=-0.062599999999999989 -0.088779999999999984 -0.078844999999999985 -0.074484999999999982 0.088375000000000023 -0.10462499999999998
decision_type=2 2 2 2 2 2
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leaf_value=0.016912635575476245 -0.013472303972077885 0.0090137221784807684 -0.01285902645881023 -0.0010888667237535516 -0.015303314804980532 0.021770333438176123
leaf_weight=0.0010785057627302691 0.0013749009128715683 0.0010174969850726277 0.0010483424895584852 0.0019879743231049681 0.001184931602003433 0.0011244636882981299
leaf_count=468 442 555 739 344 759 603
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internal_weight=0 0.00314435 0.00206584 0.00567227 0.00429737 0.00311244
internal_count=3910 1762 1294 2148 1706 947
is_linear=0
shrinkage=0.1


Tree=7127
num_leaves=6
num_cat=0
split_feature=0 43 13 2 4
split_gain=9.86854e-06 2.96012e-05 2.76818e-05 3.55828e-05 3.1785e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.057284999999999996 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012977349617214444 0.0062813732899591225 0.011820365793738831 -0.0081228790290594332 -0.018315856797936771 0.016043012581735717
leaf_weight=0.0017654703097670426 0.0019277682224975402 0.0018480952237825508 0.0010969364125261881 0.0010826139981765922 0.0010802797467896034
leaf_count=1184 446 1167 698 184 231
internal_value=0 -0.00181487 0.00204326 -0.00349967 0.00386763
internal_weight=0 0.0068734 0.00510793 0.00325983 0.00217722
internal_count=3910 3464 2280 1113 929
is_linear=0
shrinkage=0.1


Tree=7128
num_leaves=8
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split_feature=11 2 42 43 52 2 52
split_gain=3.5479e-05 2.87029e-05 4.03111e-05 5.42566e-05 3.74415e-05 4.38684e-05 4.03483e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 4 3 -5 5 6 -8
leaf_value=0.00023862409649232736 -0.00035688141441173862 0.00034888572099585943 0.00012110859991556118 -0.00043202687676756129 0.00028103118942359996 -0.0004397595121627307 9.1732794598902716e-05
leaf_weight=0.0010043613019896334 0.0010153942097108513 0.0018381594130193564 0.0011129833861093835 0.0017598034765538199 0.0013601340516466547 0.001070055223864212 0.0011280744311274141
leaf_count=332 279 570 703 1004 508 294 220
internal_value=0 2.91836e-05 -9.95128e-05 -0.00021773 0.000121648 4.25897e-06 -0.000166999
internal_weight=0 0.00927357 0.00387715 0.00287279 0.00539642 0.00355826 0.00219813
internal_count=3910 3631 2039 1707 1592 1022 514
is_linear=0
shrinkage=0.00196078


Tree=7129
num_leaves=7
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split_feature=52 16 160 13 13 3
split_gain=9.8252e-06 2.36569e-05 2.1248e-05 1.87587e-05 3.23724e-05 1.89605e-05
threshold=-0.048794999999999991 0.13514000000000004 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 4 5 -7
leaf_value=0.012564025761527054 -0.015149169070649818 -0.0053384574140481963 -0.01148057524881483 0.018968633315669933 -0.010504114481792448 0.0062515445274050896
leaf_weight=0.0016623616777080579 0.001072696391700813 0.0013276215367297741 0.001034085452825319 0.0010154707499686155 0.0013265575437525555 0.0013757184854355704
leaf_count=652 924 538 127 484 966 219
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internal_weight=0 0.00298998 0.00582453 0.00475183 0.00371775 0.00270228
internal_count=3910 1190 2720 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=7130
num_leaves=8
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split_feature=4 1 12 12 4 2 12
split_gain=2.66275e-05 5.82589e-05 3.90929e-05 4.26662e-05 8.09913e-05 5.81786e-05 4.64485e-05
threshold=0.24280000000000004 0.11198000000000001 -0.036459999999999992 0.051320000000000005 0.0057500000000000008 0.08400500000000001 0.094045000000000004
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 5 -6 6 -8
leaf_value=-0.00041389346248374794 -0.00014854765103449681 0.00048522953997727649 -0.00010779600492540298 -0.00048119485332334016 0.00054723710699264533 0.00024060488852085257 -0.00028605335281530728
leaf_weight=0.0010112008215263507 0.0010490503933808688 0.0011904064754248963 0.0016681599011261587 0.0012643950832479504 0.0012845699529379154 0.0016031392535860891 0.001075938644862497
leaf_count=279 196 353 303 820 99 1246 614
internal_value=0 0.000188343 -5.38558e-05 -1.06287e-06 0.000177173 -0.000134519 2.90948e-05
internal_weight=0 0.00223946 0.0079074 0.0068962 0.00295273 0.00394347 0.00267908
internal_count=3910 549 3361 3082 402 2680 1860
is_linear=0
shrinkage=0.00196078


Tree=7131
num_leaves=8
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split_feature=1 3 3 12 47 4 2
split_gain=1.79513e-05 7.0489e-05 4.47868e-05 4.07263e-05 6.18357e-05 8.65567e-05 7.47823e-05
threshold=0.088010000000000019 -0.115685 -0.069909999999999986 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.11230000000000001
decision_type=2 2 2 2 2 2 2
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right_child=3 2 -4 4 -6 6 -8
leaf_value=0.0003199176032635857 0.00040517165442397087 -0.00056020350748449367 -7.2057121068454081e-05 -0.00029460587865718063 -0.00036822131384337599 0.000753863822423884 4.1072188752231231e-06
leaf_weight=0.0010903896144654627 0.001076954736252805 0.0011791492638330303 0.0018664183511553206 0.001174406019608624 0.0013654138093083011 0.0010074268698947232 0.0010389278151193668
leaf_count=200 436 1694 431 641 242 125 141
internal_value=0 -0.000107887 -0.000261052 6.20364e-05 -1.85409e-05 0.000129703 0.000373215
internal_weight=0 0.00413596 0.00304557 0.00566313 0.00458617 0.00322076 0.00204635
internal_count=3910 2325 2125 1585 1149 907 266
is_linear=0
shrinkage=0.00196078


Tree=7132
num_leaves=6
num_cat=0
split_feature=43 0 52 16 2
split_gain=9.92932e-06 2.24962e-05 1.86369e-05 4.73575e-05 3.22648e-05
threshold=-0.062599999999999989 -0.077944999999999987 -0.074484999999999982 -0.0083999999999999995 0.090310000000000015
decision_type=2 2 2 2 2
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leaf_value=-0.0056728018618817967 -0.012656182152836808 0.011503117428201471 -0.017689444184768206 0.018602042141608415 0.0027623500168993229
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leaf_count=1150 442 612 865 245 596
internal_value=0 0.00445422 -0.00254241 0.000695177 -0.00543882
internal_weight=0 0.00315142 0.00569165 0.00431148 0.00321141
internal_count=3910 1762 2148 1706 1461
is_linear=0
shrinkage=0.1


Tree=7133
num_leaves=7
num_cat=0
split_feature=4 12 4 3 3 3
split_gain=3.40677e-05 2.86525e-05 3.2829e-05 8.08864e-05 5.2724e-05 3.12233e-05
threshold=0.27608500000000008 -0.036459999999999992 -0.0040999999999999986 0.0048550000000000008 -0.088024999999999978 0.088060000000000013
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010844647158139778 0.0014420355527512878 0.0016277973278716051 0.0016942693326310473 0.0018174550375514038 0.0010715421578709869 0.0011392725940834465
leaf_count=300 441 735 707 155 1411 161
internal_value=0 -5.19827e-05 -8.08643e-06 0.000128917 -0.000133423 -0.000330607
internal_weight=0 0.0084348 0.00735034 0.00351172 0.00383861 0.00221081
internal_count=3910 3469 3169 862 2307 1572
is_linear=0
shrinkage=0.00196078


Tree=7134
num_leaves=6
num_cat=0
split_feature=1 4 15 47 48
split_gain=9.95892e-06 2.45464e-05 1.6685e-05 3.57132e-05 2.97902e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 0.087850000000000025 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=0.0030705671467700238 0.020959579965345726 -0.015661092367934663 -0.0082420511139590768 -0.0052897472573150408 -1.9754941249625778e-05
leaf_weight=0.001644041325850611 0.0016276733296530905 0.0012177582457198943 0.0012055538861002295 0.0019955343557697906 0.0011586561222130458
leaf_count=454 719 1554 571 370 242
internal_value=0 -0.00490016 0.00227149 0.00492205 0.0122356
internal_weight=0 0.0028618 0.00598742 0.00478186 0.00278633
internal_count=3910 2008 1902 1331 961
is_linear=0
shrinkage=0.1


Tree=7135
num_leaves=7
num_cat=0
split_feature=50 160 12 4 0 2
split_gain=9.66282e-06 2.49757e-05 2.82471e-05 3.00486e-05 5.13845e-05 3.27385e-05
threshold=0.07992500000000001 -0.026849999999999995 -0.0089849999999999982 -0.23071499999999998 -0.11756999999999999 0.085155000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.012719296217480287 -0.0089991461108341383 -0.016713835133133032 -0.014179143746979692 -0.0066089516836711493 0.0036491713739127333 0.027847385001556663
leaf_weight=0.0015108490206932482 0.0010600588020937014 0.0010332744117297014 0.0010034239489592062 0.0019929262775580385 0.0011445403205759979 0.0010930571695982397
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internal_value=0 0.00117812 -0.00160413 0.0013788 0.00506894 0.0154699
internal_weight=0 0.00777807 0.00626722 0.00523395 0.00423052 0.0022376
internal_count=3910 3155 2356 1978 1809 1507
is_linear=0
shrinkage=0.1


Tree=7136
num_leaves=7
num_cat=0
split_feature=1 2 150 16 16 0
split_gain=9.61204e-06 2.65297e-05 1.70709e-05 3.34762e-05 2.59176e-05 3.53407e-05
threshold=0.076710000000000014 0.096540000000000015 0.082085000000000019 -0.27337499999999998 -0.055679999999999993 -0.066689999999999985
decision_type=2 2 2 2 2 2
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leaf_value=-0.015137273711509981 -0.016359108524704225 0.0042021089627998342 0.012283073621900932 0.013847099572527458 -0.016160458401788182 0.009927377816012127
leaf_weight=0.0013289826569096543 0.0010455493491107826 0.0015213028732836466 0.0013193626456186516 0.0015285588877025158 0.0010540459559296804 0.0010235084599365132
leaf_count=1452 280 556 362 495 428 337
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internal_weight=0 0.00285029 0.00597103 0.00465166 0.00360611 0.00207755
internal_count=3910 2008 1902 1540 1260 765
is_linear=0
shrinkage=0.1


Tree=7137
num_leaves=7
num_cat=0
split_feature=4 160 0 15 15 52
split_gain=9.60282e-06 2.10863e-05 3.23456e-05 3.0101e-05 4.96812e-05 4.04166e-05
threshold=0.24280000000000004 -0.026849999999999995 -0.14136999999999997 -0.053579999999999996 0.085120000000000015 0.083750000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0096271531062221138 0.006191001721526878 -0.018757101070840863 0.013916135991039157 -0.029117843709893017 0.010802655502415687 -0.00086780068589356596
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internal_value=0 -0.00178557 -0.00447365 -0.000402951 -0.00525869 -0.0148266
internal_weight=0 0.00687333 0.00556304 0.00432923 0.00323292 0.00202601
internal_count=3910 3361 2438 2222 1600 688
is_linear=0
shrinkage=0.1


Tree=7138
num_leaves=8
num_cat=0
split_feature=11 3 3 43 4 2 1
split_gain=2.39523e-05 2.63757e-05 3.37671e-05 3.54796e-05 3.02879e-05 7.45591e-05 3.92755e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7 -8
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internal_weight=0 0.0089497 0.00777783 0.00613681 0.00478677 0.00267062 0.00211615
internal_count=3910 3606 3384 1494 959 461 498
is_linear=0
shrinkage=0.00196078


Tree=7139
num_leaves=8
num_cat=0
split_feature=11 3 3 3 13 0 16
split_gain=1.88691e-05 2.56877e-05 4.30322e-05 2.75835e-05 2.76142e-05 7.00398e-05 4.32177e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.0087432 0.00759757 0.00642103 0.00507324 0.00374409 0.0026915
internal_count=3910 3606 3384 1738 877 615 303
is_linear=0
shrinkage=0.00196078


Tree=7140
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 12 2
split_gain=2.90945e-05 2.59818e-05 6.12715e-05 3.83182e-05 4.5086e-05 8.54777e-05 4.97414e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.018854999999999997 0.086935000000000012 0.083795000000000022
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 6 -7 -8
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internal_weight=0 0.00917283 0.0027275 0.00644533 0.00520015 0.00295367 0.00224648
internal_count=3910 3631 709 2922 2501 2152 349
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Tree=7141
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split_feature=50 4 151 4 13 16
split_gain=1.11579e-05 2.34474e-05 2.23318e-05 4.17333e-05 2.08541e-05 1.92875e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00779003 0.00674897 0.0054372 0.00285812 0.00257907
internal_count=3910 3155 2759 2314 1612 702
is_linear=0
shrinkage=0.1


Tree=7142
num_leaves=8
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split_feature=1 12 2 13 151 4 2
split_gain=1.01449e-05 2.28276e-05 2.77434e-05 6.00497e-05 3.02585e-05 2.80021e-05 1.58502e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00771837 0.00671301 0.00231666 0.00439635 0.00320133 0.00215473
internal_count=3910 3579 3141 1385 1756 1351 1004
is_linear=0
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Tree=7143
num_leaves=7
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split_feature=1 0 150 3 1 3
split_gain=2.30193e-05 3.57403e-05 3.00964e-05 3.9499e-05 3.42523e-05 1.48866e-06
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00040650478845663795 -0.00010516181132985699 1.8134223005127517e-05 0.0003003348715454399 -0.00024796398671740122 0.00035020707764213231 1.4234073083661991e-06
leaf_weight=0.0012448981043139641 0.0010125267712697067 0.0019646898303796881 0.0014974103770584854 0.0018206681757941125 0.0013642624813498118 0.0010027324129754682
leaf_count=1642 660 366 362 299 393 188
internal_value=0 -0.00014657 5.5391e-05 -1.51413e-05 0.000110289 -5.21282e-05
internal_weight=0 0.00320959 0.0066976 0.00520019 0.00337952 0.00201526
internal_count=3910 2008 1902 1540 1241 848
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Tree=7144
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split_feature=52 160 16 2 0 16
split_gain=9.35859e-06 2.96189e-05 2.26361e-05 3.48734e-05 2.12258e-05 2.07318e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001031091223217844 0.0010783700686920134 0.0010046923211960092 0.001637416247956072 0.0010945427599746119 0.00195847790098561 0.0010345212642601707
leaf_count=128 924 211 352 276 1062 957
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internal_weight=0 0.00584954 0.00477117 0.00313376 0.00298957 0.00203921
internal_count=3910 2720 1796 1444 1190 1168
is_linear=0
shrinkage=0.1


Tree=7145
num_leaves=8
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split_feature=11 48 0 2 42 13 43
split_gain=2.51513e-05 2.28823e-05 6.06508e-05 5.23355e-05 6.27124e-05 5.7152e-05 9.48117e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00026088487484148931 -0.00028986935383182013 -0.00011160710887863823 0.00047485137441499568 0.00032676339658440132 0.00011186201063328613 -2.7691284209301174e-05 -0.00077027172289868481
leaf_weight=0.0012398988866423981 0.0010499501573749898 0.0013569714014419478 0.0013549818291972808 0.0012419725361876594 0.00118240106072538 0.0012952052515622504 0.001350136628740711
leaf_count=438 304 114 591 421 184 760 1098
internal_value=0 3.07815e-05 0.000181407 -3.39593e-05 -0.000122365 -0.000246509 -0.000406691
internal_weight=0 0.00902157 0.00271195 0.00630961 0.00506764 0.00382774 0.00264534
internal_count=3910 3606 705 2901 2480 2042 1858
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Tree=7146
num_leaves=8
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split_feature=11 48 0 2 42 43 13
split_gain=2.51193e-05 2.06582e-05 5.32635e-05 4.84941e-05 3.65583e-05 6.44935e-05 0.000103535
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011968981926208707 0.0010015876250610125 0.0013039079340835119 0.0012788208872587222 0.0011912627196937874 0.0013525411663380428 0.0010158393993650553 0.0013040929898592358
leaf_count=438 304 114 591 421 792 142 1108
internal_value=0 2.96534e-05 0.000176497 -3.29237e-05 -0.000119676 -0.000216668 -0.00041507
internal_weight=0 0.00864336 0.00258273 0.00606063 0.00486937 0.00367247 0.00231993
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=7147
num_leaves=8
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split_feature=11 3 3 3 16 0 15
split_gain=2.85023e-05 3.5354e-05 3.65674e-05 3.11465e-05 2.79347e-05 5.73779e-05 5.00977e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 6 -7 -8
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leaf_weight=0.0012009912362024736 0.001055628240037112 0.0012165942396738854 0.0013917257881084014 0.001352348783602105 0.0013178294730998279 0.0010375327210408664 0.0015828458686787854
leaf_count=222 304 1646 861 147 221 309 200
internal_value=0 2.82481e-05 -1.9408e-05 3.75172e-05 -3.11419e-05 0.000125827 -0.000160469
internal_weight=0 0.00909987 0.00789888 0.00668228 0.00529056 0.00238988 0.00290068
internal_count=3910 3606 3384 1738 877 456 421
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Tree=7148
num_leaves=7
num_cat=0
split_feature=1 0 0 15 48 15
split_gain=1.02083e-05 3.0952e-05 1.90962e-05 3.41874e-05 5.26597e-05 3.05601e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0015903658380545895 0.0011797880980267093 0.0012846772926639687 0.0012844657595933806 0.0011540829255193685 0.0010296989020704963 0.0013615993926193535
leaf_count=1913 210 95 582 234 128 748
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internal_weight=0 0.00287504 0.00600964 0.00336357 0.00218378 0.00264607
internal_count=3910 2008 1902 572 362 1330
is_linear=0
shrinkage=0.1


Tree=7149
num_leaves=6
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split_feature=0 47 4 3 42
split_gain=9.37685e-06 3.05042e-05 2.44211e-05 3.91568e-05 3.5297e-05
threshold=-0.017269999999999997 0.087850000000000025 -0.06272999999999998 0.096385000000000012 0.060615000000000009
decision_type=2 2 2 2 2
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leaf_count=1255 446 456 598 225 930
internal_value=0 -0.00177646 0.00237965 0.00654238 -0.00126132
internal_weight=0 0.00691309 0.00496823 0.00367329 0.00233777
internal_count=3910 3464 3008 1753 1528
is_linear=0
shrinkage=0.1


Tree=7150
num_leaves=7
num_cat=0
split_feature=1 4 12 1 1 16
split_gain=1.00577e-05 2.74973e-05 1.79428e-05 4.70242e-05 3.49415e-05 3.91674e-05
threshold=0.076710000000000014 -0.083329999999999987 -1.0000000180025095e-35 0.092010000000000022 0.10786000000000001 -0.072359999999999994
decision_type=2 2 2 2 2 2
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leaf_value=0.0034469692950604698 0.014128850660017362 -0.016382668255995519 0.014321949092396733 -0.02168355816171889 0.012840201234623941 -0.01311764236056958
leaf_weight=0.0016589377704530818 0.0010547040700681866 0.0012088725016086534 0.0015295815258022818 0.0010765591101116736 0.0011849192782673523 0.0011410411770043064
leaf_count=454 450 1554 559 445 211 237
internal_value=0 -0.00491185 0.00229029 -0.000241319 -0.00678815 0.00010612
internal_weight=0 0.00286781 0.00598681 0.0049321 0.00340252 0.00232596
internal_count=3910 2008 1902 1452 893 448
is_linear=0
shrinkage=0.1


Tree=7151
num_leaves=7
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split_feature=42 0 51 12 15 4
split_gain=9.68694e-06 2.07826e-05 3.87311e-05 2.29956e-05 4.63922e-05 3.58588e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 0.086865000000000012 -0.074174999999999977 0.050655000000000006
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00764262 0.00596641 0.00489224 0.00328796 0.00216721
internal_count=3910 3067 2703 2288 1169 543
is_linear=0
shrinkage=0.1


Tree=7152
num_leaves=7
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split_feature=11 43 15 13 15 52
split_gain=2.5012e-05 3.03877e-05 5.22986e-05 2.58223e-05 3.73916e-05 2.17064e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 2.61447e-05 0.000182751 -5.84716e-05 -0.000146921 -8.98065e-06
internal_weight=0 0.00881649 0.00309266 0.00572383 0.00394461 0.00259155
internal_count=3910 3606 1671 1935 1599 575
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Tree=7153
num_leaves=8
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split_feature=11 42 0 15 15 16 0
split_gain=2.36577e-05 2.49137e-05 3.20392e-05 5.67114e-05 0.000100146 5.5879e-05 4.0963e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=128 304 1388 163 756 278 472 421
internal_value=0 2.21654e-05 7.52969e-05 1.22749e-05 0.000116609 -4.32743e-05 0.000132086
internal_weight=0 0.00884501 0.00701607 0.00572169 0.0044504 0.00343536 0.00230294
internal_count=3910 3606 2218 2055 1299 1021 549
is_linear=0
shrinkage=0.00196078


Tree=7154
num_leaves=7
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split_feature=11 43 12 13 15 3
split_gain=2.24014e-05 2.29897e-05 4.27456e-05 2.71743e-05 3.44967e-05 2.48419e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010884352488131116 0.0010107854771294394 0.0017634373719504545 0.0019779484181209795 0.001531124398115387 0.0013359759838942019 0.0010582926295592265
leaf_count=351 304 336 1308 492 1030 89
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internal_weight=0 0.00875521 0.00306638 0.00568883 0.00392539 0.00258942
internal_count=3910 3606 1659 1947 1611 581
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Tree=7155
num_leaves=7
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split_feature=1 12 15 3 43 16
split_gain=1.08598e-05 2.32153e-05 2.67048e-05 7.12127e-05 6.82205e-05 3.9312e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00775611 0.00675145 0.00476523 0.00373455 0.00231462
internal_count=3910 3579 3141 2601 2405 1773
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Tree=7156
num_leaves=7
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split_feature=1 4 15 52 52 2
split_gain=1.07266e-05 2.70937e-05 1.89644e-05 3.9004e-05 3.18098e-05 3.02048e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00282836 0.00602347 0.00480136 0.00363269 0.00262106
internal_count=3910 1992 1918 1335 911 664
is_linear=0
shrinkage=0.1


Tree=7157
num_leaves=8
num_cat=0
split_feature=156 50 12 52 52 4 16
split_gain=1.97672e-05 2.48692e-05 3.90635e-05 4.87531e-05 4.57871e-05 4.90667e-05 3.45885e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00886101 0.00779043 0.00677626 0.00510986 0.00409052 0.00219177
internal_count=3910 3359 2677 2283 1799 1429 1047
is_linear=0
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Tree=7158
num_leaves=8
num_cat=0
split_feature=47 43 16 16 16 52 15
split_gain=2.55408e-05 4.59919e-05 5.63797e-05 5.0208e-05 4.8135e-05 3.85888e-05 4.85955e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15100500000000003 0.0015250000000000001 -0.50388999999999984 0.084240000000000023 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00037530286830509638 -0.00030088931952430408 0.00034656788924221593 -0.00035907732025163903 0.00045541411251850657 -0.00021929662407870696 -0.000454984545137379 0.00028954153688228146
leaf_weight=0.0012395493231949746 0.0010325028683592424 0.001060217930035314 0.001600815318251762 0.0010029862456351008 0.0017662099595597914 0.0010087064627983125 0.001220071006006975
leaf_count=261 179 246 504 380 813 928 599
internal_value=0 2.49021e-05 -3.18074e-05 5.46703e-05 -2.48399e-05 -0.000123407 -1.14064e-05
internal_weight=0 0.00889856 0.00765901 0.00605819 0.00505521 0.00399499 0.00298628
internal_count=3910 3731 3470 2966 2586 2340 1412
is_linear=0
shrinkage=0.00196078


Tree=7159
num_leaves=7
num_cat=0
split_feature=51 484 15 42 3 4
split_gain=9.68216e-06 2.61056e-05 1.99106e-05 3.28105e-05 5.84879e-05 6.315e-05
threshold=0.08955500000000001 0.073820000000000011 0.014775000000000002 0.083970000000000017 0.11265500000000002 0.0066400000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0056644143844699563 -0.0082842165101027244 0.015598157628722324 0.0078495759879547364 -0.017934551727841901 -0.016056195243806779 0.028755454434453338
leaf_weight=0.0011127455800934681 0.0012302954706941661 0.001090803256464966 0.0017994278749279575 0.0013151571678028705 0.0013035283089579998 0.0010231480780201032
leaf_count=480 487 456 1283 727 166 311
internal_value=0 0.00127418 -0.00110981 -0.00450059 0.00063625 0.0108236
internal_weight=0 0.00764481 0.00655401 0.00475458 0.00343942 0.00213589
internal_count=3910 3423 2967 1684 957 791
is_linear=0
shrinkage=0.1


Tree=7160
num_leaves=8
num_cat=0
split_feature=156 12 150 2 2 52 13
split_gain=1.61483e-05 3.0747e-05 3.65781e-05 3.93093e-05 0.00010291 4.33236e-05 4.29384e-05
threshold=0.084090000000000012 0.10595000000000002 0.090695000000000012 0.10705000000000002 0.096540000000000015 -0.081429999999999989 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00040948381668526752 -0.00023368874445960978 -0.00029374906177951303 -0.00027853110027351166 -0.00012829632492901544 0.00075188731438139323 -0.000342547718210432 0.00014701507437552911
leaf_weight=0.0010064161434923096 0.0010537443783427492 0.0010367185340100791 0.0010270905811515614 0.0018039581667951814 0.0010570563342729711 0.0012136678873577286 0.0015926947732433519
leaf_count=376 551 355 201 440 273 1352 362
internal_value=0 2.32623e-05 6.59394e-05 0.000118953 0.000210543 6.04604e-05 -6.47062e-05
internal_weight=0 0.0087376 0.00770088 0.00667379 0.00486984 0.00381278 0.00280636
internal_count=3910 3359 3004 2803 2363 2090 1714
is_linear=0
shrinkage=0.00196078


Tree=7161
num_leaves=7
num_cat=0
split_feature=42 40 2 2 15 12
split_gain=9.44105e-06 3.9137e-05 4.12589e-05 4.66153e-05 2.9856e-05 3.99248e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.097940000000000013 -0.064869999999999983 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0091445419588673908 0.019581075636354563 -0.012696515588333821 -0.014513815775524172 0.020934747078729457 -0.0093821528459902062 0.016935239389538143
leaf_weight=0.0010111151080611233 0.0010020737385605738 0.0015828902888011479 0.0018132339683369011 0.0011330604865234621 0.0010473894438906449 0.0012820228573651327
leaf_count=440 363 661 479 398 651 918
internal_value=0 0.00112108 -0.00157601 0.00307366 -0.00209917 0.00510197
internal_weight=0 0.00786067 0.0068586 0.00504536 0.0039123 0.00232941
internal_count=3910 3470 3107 2628 2230 1569
is_linear=0
shrinkage=0.1


Tree=7162
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 3
split_gain=2.81552e-05 2.87124e-05 4.98904e-05 4.6434e-05 4.62406e-05 4.81764e-05 3.10627e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 -0.023079999999999996 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00025043319481836716 -0.00031127563589425372 -6.3205504578563951e-05 0.00047392725205833939 0.00030539555216321768 -6.6412985354926641e-05 -0.0006448164446721552 -0.00016707114090577538
leaf_weight=0.0013928769421861127 0.0010284017838648714 0.0013474947154606259 0.0013123079235813949 0.0011930215450765315 0.0011906213784858887 0.0010348655407828888 0.0013483855047121132
leaf_count=849 304 114 591 421 1132 178 321
internal_value=0 3.15535e-05 0.000201808 -4.19628e-05 -0.000125399 -0.000335374 4.50691e-05
internal_weight=0 0.00881957 0.0026598 0.00615977 0.00496675 0.00222549 0.00274126
internal_count=3910 3606 705 2901 2480 1310 1170
is_linear=0
shrinkage=0.00196078


Tree=7163
num_leaves=8
num_cat=0
split_feature=4 0 43 4 16 13 48
split_gain=3.96858e-05 3.65699e-05 4.32119e-05 5.30692e-05 4.81338e-05 4.04466e-05 2.38831e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 -0.06272999999999998 0.0046950000000000004 -0.073069999999999982 0.016865000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00037230790044944537 -0.00026692220470572574 0.00034845478905283966 -0.00032649755100461712 0.00034203923507549041 0.00051561483758285069 -0.00032179205486261862 7.2067829394506267e-05
leaf_weight=0.0010480206316729529 0.001998530762572598 0.0012069174913618193 0.0010706812752805835 0.0011975834059713268 0.0011027826432989376 0.0010457005497761546 0.0013640621247871436
leaf_count=208 1184 252 1000 435 305 324 202
internal_value=0 3.0888e-05 -1.83806e-05 6.75448e-05 0.000157116 4.75217e-05 -9.88451e-05
internal_weight=0 0.00898626 0.00777934 0.00578081 0.00471013 0.00360735 0.00240976
internal_count=3910 3702 3450 2266 1266 961 526
is_linear=0
shrinkage=0.00196078


Tree=7164
num_leaves=6
num_cat=0
split_feature=1 13 13 52 0
split_gain=1.18828e-05 2.94523e-05 2.46769e-05 4.06635e-05 3.87854e-05
threshold=0.088010000000000019 -0.028919999999999998 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.013121101588350876 0.012237987298779479 0.0046224932197640681 -0.018892342272430883 0.019370439843122717 -0.0068307946186451154
leaf_weight=0.0018909974907499311 0.0018675206782016725 0.0018513592769424409 0.0010068770961636411 0.0010480918425528176 0.0012256526427010315
leaf_count=1354 961 971 237 120 267
internal_value=0 -0.00434327 0.00306173 -0.00216192 0.00524677
internal_weight=0 0.00374236 0.00514814 0.00328062 0.00227374
internal_count=3910 2325 1585 624 387
is_linear=0
shrinkage=0.1


Tree=7165
num_leaves=8
num_cat=0
split_feature=11 1 3 15 16 12 2
split_gain=2.35705e-05 2.21051e-05 6.86558e-05 4.06163e-05 4.30626e-05 5.44546e-05 1.53082e-05
threshold=1.0000000180025095e-35 0.095575000000000007 0.090325000000000003 -0.0071449999999999994 0.15100500000000003 0.086935000000000012 0.11462500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=-0.00032329312264012554 -0.00029042011744184526 0.00043425116690907307 -0.00025168343546905003 0.00052992213707836651 -0.00023967393532733 -9.9039782247288576e-05 7.5423539256367803e-05
leaf_weight=0.0015634004733894508 0.0010160587052080129 0.0016781320978284282 0.001128428818584407 0.0011007101303356808 0.0011811573948397273 0.0010193366654315369 0.0010731618069794921
leaf_count=1163 304 633 148 466 104 889 203
internal_value=0 2.50988e-05 0.000135491 -6.29431e-05 6.03547e-05 0.000227512 -9.22357e-05
internal_weight=0 0.00874433 0.00387972 0.0048646 0.0033012 0.00212005 0.00220159
internal_count=3910 3606 984 2622 1459 1355 351
is_linear=0
shrinkage=0.00196078


Tree=7166
num_leaves=7
num_cat=0
split_feature=52 160 15 2 16 0
split_gain=1.02554e-05 2.7832e-05 2.35907e-05 1.98099e-05 0.000114784 1.37461e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.053579999999999996 0.11005500000000001 -0.078844999999999985 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=0.013326657737865483 -0.016985945210300765 0.0036461526532704774 -0.0043982209792843415 0.010883287153735573 -0.025605602968290037 0.020040521038044653
leaf_weight=0.0015422487869420447 0.0010803069880927418 0.0010377296365086349 0.0014633618235907668 0.0013819791824737893 0.001378502756628435 0.0010084303283346169
leaf_count=631 924 198 559 315 478 805
internal_value=0 -0.0024824 0.00469683 0.000777314 -0.00330082 0.011726
internal_weight=0 0.00588695 0.00300561 0.00480664 0.00342466 0.00204616
internal_count=3910 2720 1190 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=7167
num_leaves=7
num_cat=0
split_feature=50 133 16 52 2 4
split_gain=9.94369e-06 2.40586e-05 3.41017e-05 9.81637e-05 3.50892e-05 4.17273e-05
threshold=0.07992500000000001 0.087330000000000019 -0.013279999999999998 -0.072349999999999984 0.085255000000000011 0.17888000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.010120772711512842 -0.0091318998868607799 -0.01240754505386972 -0.0038011291470081716 0.033523362949415207 -0.021820666629455567 0.0044854108381079281
leaf_weight=0.0013510347284927818 0.0010616128285359074 0.0011163940429242541 0.0017082763846217159 0.0011993398046512911 0.0013388733268292498 0.0010970782668925949
leaf_count=508 755 758 599 418 612 260
internal_value=0 0.00118296 0.00344931 0.0115946 -0.00280454 -0.00997321
internal_weight=0 0.007811 0.0066946 0.00290762 0.00378699 0.00243595
internal_count=3910 3155 2397 1017 1380 872
is_linear=0
shrinkage=0.1


Tree=7168
num_leaves=7
num_cat=0
split_feature=52 151 16 2 4 4
split_gain=1.09504e-05 2.47205e-05 4.42371e-05 4.19949e-05 2.21229e-05 1.99997e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.0031049999999999997 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 5 -1 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0048024285661734762 -0.016276360404820469 0.014711975642158447 0.012052137032854453 -0.021769026369085724 0.012498629184393997 -0.0072055518920446987
leaf_weight=0.001322056658632771 0.0010733329057538111 0.0015044002161571247 0.0010469769592002908 0.0011145308933051762 0.0016761048931752216 0.0011121132764678077
leaf_count=807 372 413 497 291 383 1147
internal_value=0 -0.00256258 0.000518074 -0.00600477 0.00486963 0.00213281
internal_weight=0 0.00585135 0.00477802 0.00327362 0.00299816 0.00215909
internal_count=3910 2720 2348 1935 1190 1644
is_linear=0
shrinkage=0.1


Tree=7169
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 3
split_gain=9.3044e-06 2.1755e-05 1.93348e-05 3.14931e-05 7.38281e-05 3.15457e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 -0.106555 -0.092424999999999993 -0.015794999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.012219129352003283 -0.0082456559500493042 0.013676304146162535 0.014165057072545463 -0.025212607263320537 0.015818555398629666 -0.0059820019588591039
leaf_weight=0.0012491840688543766 0.0011950807807978312 0.0011883783474262678 0.0014477148962491848 0.0010835119190063347 0.0014353118309239966 0.0012347527271122749
leaf_count=506 843 311 386 393 1233 238
internal_value=0 0.00124309 -0.0010475 0.00163557 -0.00319692 0.00573704
internal_weight=0 0.00763885 0.00645048 0.00520129 0.00375358 0.00267006
internal_count=3910 3067 2756 2250 1864 1471
is_linear=0
shrinkage=0.1


Tree=7170
num_leaves=7
num_cat=0
split_feature=1 2 15 3 13 15
split_gain=1.10205e-05 2.67681e-05 2.01697e-05 3.40313e-05 4.88889e-05 4.18137e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.024640000000000006 0.11265500000000002 -0.037444999999999992 -0.092459999999999987
decision_type=2 2 2 2 2 2
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leaf_value=-0.015747951513662529 -0.0072985265898935269 0.0038283189781282874 -0.01023226084762438 -0.0076112444014061796 0.0059776846012151753 0.032424120335579225
leaf_weight=0.0012969732289487899 0.0010710637155479088 0.0015136847865405505 0.0010467006524761844 0.0014874416403942901 0.0012733291447070416 0.0011269528219407516
leaf_count=1436 469 556 556 270 249 374
internal_value=0 -0.00520512 0.00238173 0.00504429 0.0104671 0.0183945
internal_weight=0 0.00281066 0.00600549 0.00495879 0.00347135 0.00240028
internal_count=3910 1992 1918 1362 1092 623
is_linear=0
shrinkage=0.1


Tree=7171
num_leaves=7
num_cat=0
split_feature=42 43 0 150 13 15
split_gain=1.04005e-05 2.26833e-05 4.07496e-05 2.60096e-05 2.3038e-05 4.49322e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.072864999999999985 0.083205000000000015 -0.09547499999999999 -0.074174999999999977
decision_type=2 2 2 2 2 2
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leaf_value=-0.0076842756667313133 -0.0040012833181380363 0.0031753632279392257 0.023776109919594703 0.011706254798507855 0.00058877905193203278 -0.026868870495386922
leaf_weight=0.0014777045182104076 0.0010294526872228912 0.0017170403119078754 0.0010844984277426895 0.0010894778898041932 0.0013004190704403653 0.0011001961894550225
leaf_count=1060 944 324 389 199 187 807
internal_value=0 0.00151297 0.0102491 -0.00203364 -0.00566904 -0.011995
internal_weight=0 0.00732108 0.00211395 0.00520713 0.00411766 0.00240062
internal_count=3910 2850 1333 1517 1318 994
is_linear=0
shrinkage=0.1


Tree=7172
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 0
split_gain=3.05051e-05 2.49239e-05 8.14468e-05 5.15733e-05 4.72044e-05 4.4803e-05 3.07501e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 -0.023079999999999996 -0.083424999999999985
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00022875964125935961 -0.00033208935603606964 -0.0001604613725482032 0.00053401149168203171 0.00033146675948920258 -7.9087691325877739e-05 -0.00064214799508436953 -0.00018896920379514771
leaf_weight=0.0015301454190511459 0.0010034229337633352 0.0012872303012031183 0.0013100362367494114 0.0011649429306353938 0.0011612318879516777 0.0010210563663954075 0.0012158743740409779
leaf_count=558 304 114 591 421 1132 178 612
internal_value=0 2.89888e-05 0.000189824 -3.95677e-05 -0.000127272 -0.000342534 4.37989e-05
internal_weight=0 0.00869052 0.00259727 0.00609325 0.00492831 0.00218229 0.00274602
internal_count=3910 3606 705 2901 2480 1310 1170
is_linear=0
shrinkage=0.00196078


Tree=7173
num_leaves=7
num_cat=0
split_feature=1 457 2 3 12 43
split_gain=9.73363e-06 1.98582e-05 2.53655e-05 7.66822e-05 5.62968e-05 4.17245e-05
threshold=0.12864500000000004 0.069705000000000003 0.11260500000000001 0.090325000000000003 0.080120000000000011 -0.07526999999999999
decision_type=2 2 2 2 2 2
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leaf_count=319 331 313 434 143 990 1380
internal_value=0 -0.00130125 -0.00353743 -0.00695132 -0.000646697 -0.0100527
internal_weight=0 0.00768642 0.00643995 0.0049695 0.00395159 0.00243774
internal_count=3910 3579 3266 2832 2689 2370
is_linear=0
shrinkage=0.1


Tree=7174
num_leaves=8
num_cat=0
split_feature=15 12 48 4 3 16 16
split_gain=5.52405e-05 4.11039e-05 8.50111e-05 8.51463e-05 9.1473e-05 8.36109e-05 7.23892e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010053261018260476 0.0011721026301649952 0.0015229928928455153 0.0010028254211988073 0.0019812938635728342 0.0017630802579254772 0.0010883850637734196 0.0013701362150079447
leaf_count=317 320 1416 138 721 168 462 368
internal_value=0 -5.14386e-05 -5.1426e-06 6.45732e-05 0.000276836 -0.000135047 8.8593e-05
internal_weight=0 0.00990082 0.00872871 0.00772589 0.00374437 0.00398151 0.00245852
internal_count=3910 3593 3273 3135 889 2246 830
is_linear=0
shrinkage=0.00196078


Tree=7175
num_leaves=7
num_cat=0
split_feature=42 43 12 4 4 16
split_gain=9.3696e-06 2.23378e-05 1.97765e-05 2.70693e-05 4.35631e-05 3.38346e-05
threshold=0.091955000000000023 0.070805000000000021 -0.0089849999999999982 -0.0040999999999999986 0.055260000000000011 -0.008069999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
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leaf_count=351 843 311 1053 331 394 627
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internal_weight=0 0.00761643 0.00643444 0.00541953 0.00319591 0.00222362
internal_count=3910 3067 2756 2405 725 1680
is_linear=0
shrinkage=0.1


Tree=7176
num_leaves=6
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split_feature=1 13 13 52 0
split_gain=9.17581e-06 2.34706e-05 2.30335e-05 3.69902e-05 3.14638e-05
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leaf_count=1354 961 971 237 120 267
internal_value=0 -0.00383007 0.00271277 -0.00238534 0.0047729
internal_weight=0 0.0036966 0.00510153 0.00323773 0.00223522
internal_count=3910 2325 1585 624 387
is_linear=0
shrinkage=0.1


Tree=7177
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split_feature=1 42 133 15 15 48
split_gain=9.42776e-06 1.84323e-05 2.88968e-05 2.1991e-05 4.2085e-05 3.08106e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0013650579647220078 0.0011140857203402865 0.0013682810360993152 0.0013048497159623557 0.0010911124820974704 0.0015009620112062809 0.0010419812497294663
leaf_count=319 331 1032 794 727 447 260
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internal_weight=0 0.00767224 0.00630396 0.00499911 0.003908 0.00240704
internal_count=3910 3579 2547 1753 1026 579
is_linear=0
shrinkage=0.1


Tree=7178
num_leaves=7
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split_feature=1 49 48 47 0 133
split_gain=8.70481e-06 2.19622e-05 3.53711e-05 5.56202e-05 2.07386e-05 3.99432e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.01414369026255761 0.014695304227084089 0.014964063884678205 -0.01680406007554891 -0.014126385404740172 0.01266449073827321 -0.013300834308960072
leaf_weight=0.0012591309345553726 0.001166816469968409 0.0018725035557425247 0.0010338648164069431 0.0010127155008559582 0.0013995287052269751 0.0010273639257641501
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internal_weight=0 0.0050859 0.00391908 0.00288522 0.00368602 0.00242689
internal_count=3910 1585 1268 1090 2325 1112
is_linear=0
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Tree=7179
num_leaves=6
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split_feature=47 13 51 0 15
split_gain=1.03185e-05 1.81284e-05 2.23885e-05 4.31013e-05 4.37372e-05
threshold=0.10436500000000001 -0.13934999999999997 0.085845000000000019 -0.11287999999999999 0.014775000000000002
decision_type=2 2 2 2 2
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leaf_weight=0.0013744332688892255 0.0014878605453289709 0.0016883741097909271 0.0010296079558615463 0.0018336203099340086 0.0013407063609627205
leaf_count=299 290 329 412 1363 1217
internal_value=0 -0.00158039 0.000831898 0.00366829 -0.00319789
internal_weight=0 0.00726674 0.00589231 0.0048627 0.00317433
internal_count=3910 3620 3321 2909 2580
is_linear=0
shrinkage=0.1


Tree=7180
num_leaves=7
num_cat=0
split_feature=47 43 52 16 15 1
split_gain=1.32091e-05 3.02792e-05 4.82258e-05 3.98257e-05 3.07457e-05 4.2454e-05
threshold=0.11669500000000001 -0.17307499999999998 0.086950000000000013 0.070590000000000014 -0.0063699999999999989 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00031226544810647553 -0.00021970273725858527 -0.00027873727507517166 -0.00032642958485274375 -0.00029307834131943572 0.00031913700404121305 0.00021759007475454634
leaf_weight=0.0011630785583779156 0.0010016099220082767 0.0011928130155436252 0.0016233387112887417 0.0010256205714111559 0.0019785523459428115 0.0014905660419018655
leaf_count=261 179 665 978 529 865 433
internal_value=0 1.84065e-05 -2.8343e-05 5.67367e-05 0.000133696 -3.03687e-06
internal_weight=0 0.00847397 0.00731089 0.00568755 0.00466193 0.00268338
internal_count=3910 3731 3470 2492 1963 1098
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shrinkage=0.00196078


Tree=7181
num_leaves=8
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split_feature=3 39 3 0 2 2 0
split_gain=1.54319e-05 3.10301e-05 3.15143e-05 6.77153e-05 2.95528e-05 2.2392e-05 2.13451e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-1.9491881038633122e-05 0.00018967070221058996 0.00025826479460739076 0.00017693692150023347 -0.00062896326590008717 -0.00018534887565810815 -0.00021432196265831305 0.00035517371772257524
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leaf_count=974 239 424 124 554 751 119 725
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internal_weight=0 0.00826254 0.00706936 0.00332604 0.00374332 0.00225692 0.00234152
internal_count=3910 3671 3247 797 2450 243 1699
is_linear=0
shrinkage=0.00196078


Tree=7182
num_leaves=7
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split_feature=3 39 4 15 15 15
split_gain=1.06261e-05 2.9572e-05 2.47179e-05 2.80314e-05 2.39203e-05 1.63966e-05
threshold=0.13772500000000001 0.005105000000000001 -0.08422499999999998 -0.07142999999999998 -0.106555 0.084050000000000014
decision_type=2 2 2 2 2 2
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leaf_value=-0.01562911485468145 0.0084539019735280167 0.013773562980776003 0.0010139629591265752 0.014537981320951561 -0.018071215242964934 -0.0023470582706651244
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leaf_count=704 239 424 365 688 556 934
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internal_weight=0 0.00750747 0.00641792 0.00498676 0.00264311 0.00234365
internal_count=3910 3671 3247 2543 921 1622
is_linear=0
shrinkage=0.1


Tree=7183
num_leaves=6
num_cat=0
split_feature=160 42 42 0 2
split_gain=9.94496e-06 3.20043e-05 2.13341e-05 3.37508e-05 6.15898e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.14293499999999998 0.086875000000000022
decision_type=2 2 2 2 2
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leaf_weight=0.0018927643647596564 0.0012601935893760087 0.0017292316481769981 0.0010661266295309228 0.0010016937195213736 0.0018082129029815363
leaf_count=1218 882 258 610 459 483
internal_value=0 0.00174122 0.00497857 0.00796847 0.014733
internal_weight=0 0.00686546 0.00560526 0.00453914 0.00280991
internal_count=3910 2692 1810 1200 942
is_linear=0
shrinkage=0.1


Tree=7184
num_leaves=7
num_cat=0
split_feature=52 13 1 1 12 1
split_gain=9.50688e-06 3.00173e-05 3.29663e-05 3.94018e-05 2.66171e-05 3.79445e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11593500000000001 0.10353000000000001 0.086935000000000012 0.079945000000000016
decision_type=2 2 2 2 2 2
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leaf_value=0.011886008783443588 -0.0084249566027905978 0.01587282757178984 -0.018839505901553699 0.017650678907728614 -0.01775671790438892 -0.0091065969731489744
leaf_weight=0.0019707827508961637 0.0011671714980156659 0.0010565390270398036 0.0010080265384969454 0.001098554395991947 0.001009298764744372 0.0014327790369920066
leaf_count=406 647 673 298 253 1286 347
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internal_weight=0 0.00757598 0.0056052 0.00459717 0.00349862 0.00248932
internal_count=3910 3263 2857 2559 2306 1020
is_linear=0
shrinkage=0.1


Tree=7185
num_leaves=7
num_cat=0
split_feature=49 16 13 52 4 16
split_gain=1.6592e-05 3.08358e-05 5.3936e-05 4.82815e-05 6.00043e-05 5.44479e-05
threshold=0.10513500000000002 -0.15168999999999996 -0.083514999999999992 -0.048794999999999991 -0.077679999999999985 0.13514000000000004
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=0.00049276247766536039 0.0002241163468422678 0.00030272266257183101 -0.00010782466147664148 -3.9799553940003571e-05 -0.00057234645213295244 -0.00022110261861947646
leaf_weight=0.0010229079349172172 0.0010426610149778448 0.0017050475535438218 0.0013125914443076448 0.0018600067389604792 0.0014456856112852788 0.0013806562929233228
leaf_count=262 366 599 294 897 1071 421
internal_value=0 -3.75907e-05 0.000155222 -0.000108047 -0.000272699 6.83442e-05
internal_weight=0 0.0087269 0.0023355 0.0063914 0.00330569 0.0030857
internal_count=3910 3544 556 2988 1968 1020
is_linear=0
shrinkage=0.00196078


Tree=7186
num_leaves=7
num_cat=0
split_feature=1 2 150 16 16 0
split_gain=9.99696e-06 1.81711e-05 1.50738e-05 4.20999e-05 3.12531e-05 3.12264e-05
threshold=0.076710000000000014 0.096540000000000015 0.082085000000000019 -0.27337499999999998 -0.055679999999999993 -0.066689999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.013488545013749921 -0.018026234764491975 0.0025924480356839812 0.011780999353967262 0.015613611329961445 -0.015612091163753537 0.0091183302341934173
leaf_weight=0.0013198705705636683 0.0010457667345004874 0.001502673321583361 0.0013078385588357923 0.0015264587684034577 0.0010256514849795522 0.0010166829193285008
leaf_count=1452 280 556 362 495 428 337
internal_value=0 -0.0049273 0.00230444 -0.000381362 0.00478913 -0.00330118
internal_weight=0 0.00282254 0.0059224 0.00461456 0.00356879 0.00204233
internal_count=3910 2008 1902 1540 1260 765
is_linear=0
shrinkage=0.1


Tree=7187
num_leaves=6
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split_feature=47 13 160 2 3
split_gain=8.30624e-06 2.45683e-05 2.07858e-05 3.41333e-05 3.5872e-05
threshold=0.10436500000000001 -0.13934999999999997 0.069910000000000014 0.10113500000000002 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.013474034223028807 0.0068072715719465259 -0.008001002042976808 0.01273402266613842 -0.014343543789111507 0.013514828108249322
leaf_weight=0.0013710504523627137 0.0014774217657064744 0.0013736151455043448 0.001267370989363744 0.00146367200878796 0.0017777703221973308
leaf_count=299 290 1489 488 670 674
internal_value=0 -0.00141906 0.00139066 -0.00172442 0.00413658
internal_weight=0 0.00725348 0.00588243 0.00461506 0.00315139
internal_count=3910 3620 3321 2833 2163
is_linear=0
shrinkage=0.1


Tree=7188
num_leaves=7
num_cat=0
split_feature=1 43 150 16 15 0
split_gain=1.30725e-05 2.36663e-05 1.89676e-05 3.73246e-05 3.0339e-05 7.83456e-05
threshold=0.076710000000000014 0.0016850000000000001 0.082085000000000019 -0.30307999999999996 -0.10981499999999998 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.00025985093584246282 -0.00033950979318163386 9.0576825023127257e-05 0.00024470438444770446 -0.0002113176397475976 0.00061618591032032281 -5.9993563432116785e-05
leaf_weight=0.0017644446207596863 0.001061180017594825 0.0012773748284193153 0.0014049676521178875 0.0010451771943570222 0.0010179912297237084 0.0018670797151232631
leaf_count=1581 274 427 362 236 154 876
internal_value=0 -0.000112693 4.34488e-05 -1.31999e-05 7.49049e-05 0.000178595
internal_weight=0 0.00304182 0.0063964 0.00499143 0.00393025 0.00288507
internal_count=3910 2008 1902 1540 1266 1030
is_linear=0
shrinkage=0.00196078


Tree=7189
num_leaves=8
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split_feature=4 151 16 2 0 1 1
split_gain=2.42877e-05 2.90501e-05 3.4921e-05 3.46339e-05 7.35473e-05 5.32386e-05 7.43334e-06
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 0.106285 -0.032484999999999993 0.088495000000000018 0.090540000000000023
decision_type=2 2 2 2 2 2 2
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leaf_count=556 441 480 1226 409 193 478 127
internal_value=0 -0.000148913 -0.00020302 -0.000112265 -0.000209459 -2.52383e-06 -0.000420237
internal_weight=0 0.0082906 0.00681057 0.0048036 0.00358267 0.00232255 0.00200697
internal_count=3910 3469 2913 2306 1897 1704 607
is_linear=0
shrinkage=0.00196078


Tree=7190
num_leaves=8
num_cat=0
split_feature=4 0 42 47 0 0 0
split_gain=5.02858e-05 5.14757e-05 4.23748e-05 3.18669e-05 4.82053e-05 5.91634e-05 5.76432e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=208 1005 252 153 307 247 1522 216
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internal_weight=0 0.00911295 0.00787709 0.00666192 0.00520777 0.00266239 0.00254538
internal_count=3910 3702 3450 2445 2138 1769 369
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Tree=7191
num_leaves=7
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split_feature=4 12 43 3 12 52
split_gain=8.59967e-06 2.00904e-05 2.78745e-05 4.42857e-05 4.3223e-05 2.53055e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00749653 0.00644005 0.00540888 0.00407388 0.00271227
internal_count=3910 3469 3157 2955 2805 1387
is_linear=0
shrinkage=0.1


Tree=7192
num_leaves=7
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split_feature=52 160 16 16 0 13
split_gain=9.62035e-06 2.73789e-05 2.37426e-05 2.04572e-05 3.54358e-05 1.13888e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00579735 0.00295996 0.00473912 0.00310498 0.00207926
internal_count=3910 2720 1190 1796 1444 753
is_linear=0
shrinkage=0.1


Tree=7193
num_leaves=8
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split_feature=50 133 160 16 52 16 16
split_gain=1.91167e-05 4.26079e-05 5.34971e-05 3.49349e-05 6.03143e-05 3.54425e-05 2.40364e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 2.23013e-05 7.80113e-05 0.000143599 0.000301759 1.26501e-05 0.000141315
internal_weight=0 0.00874608 0.00750284 0.00648517 0.0029374 0.00354777 0.0024792
internal_count=3910 3195 2451 2185 918 1267 542
is_linear=0
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Tree=7194
num_leaves=7
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split_feature=43 42 0 4 15 47
split_gain=8.47289e-06 2.61576e-05 3.72967e-05 2.23854e-05 2.74825e-05 4.13393e-05
threshold=-0.057994999999999998 -1.0000000180025095e-35 -0.072864999999999985 -0.23071499999999998 -0.038029999999999987 0.077735000000000012
decision_type=2 2 2 2 2 2
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leaf_count=486 241 931 357 536 1139 220
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internal_weight=0 0.00312755 0.00209541 0.00563711 0.00452601 0.0026121
internal_count=3910 1774 1288 2136 1895 756
is_linear=0
shrinkage=0.1


Tree=7195
num_leaves=7
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split_feature=49 2 4 47 49 13
split_gain=9.42467e-06 2.7084e-05 4.59214e-05 4.67088e-05 4.82842e-05 2.49571e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00773025 0.00616455 0.00450022 0.00338838 0.00227235
internal_count=3910 3383 2903 2208 1955 1666
is_linear=0
shrinkage=0.1


Tree=7196
num_leaves=7
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split_feature=47 13 0 0 52 0
split_gain=1.10236e-05 1.69578e-05 2.51855e-05 3.0473e-05 2.12439e-05 2.28201e-05
threshold=0.10436500000000001 -0.13934999999999997 -1.0000000180025095e-35 -0.082994999999999985 -0.0066199999999999991 -0.11287999999999999
decision_type=2 2 2 2 2 2
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leaf_count=299 290 592 335 1359 222 813
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internal_weight=0 0.00724855 0.00588578 0.00486725 0.00363092 0.00210044
internal_count=3910 3620 3321 2986 1627 1035
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shrinkage=0.1


Tree=7197
num_leaves=7
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split_feature=1 42 133 3 2 2
split_gain=1.16239e-05 2.92344e-05 2.89461e-05 3.75949e-05 4.12909e-05 5.34787e-05
threshold=0.12730000000000002 0.091955000000000023 0.065880000000000008 -0.089604999999999976 0.089910000000000004 0.10679500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.00019626530485451223 0.00017333824958668971 -0.00034567731109836004 0.00025281453023535733 -0.00041414276313524726 0.00032143979421568624 -0.00026724661711400802
leaf_weight=0.0016243984780086955 0.0012020471418680697 0.0010079206796566901 0.0015013974265511328 0.0014981870074355858 0.0010898956191370819 0.0013021253909420239
leaf_count=548 345 732 887 857 294 247
internal_value=0 -3.3418e-05 1.14413e-05 -5.42746e-05 -0.00015889 9.8127e-07
internal_weight=0 0.00802392 0.007016 0.00551461 0.00389021 0.00239202
internal_count=3910 3565 2833 1946 1398 541
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shrinkage=0.00196078


Tree=7198
num_leaves=7
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split_feature=13 39 3 4 0 12
split_gain=9.56742e-06 3.20563e-05 2.82068e-05 4.75765e-05 2.77346e-05 2.29103e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.06402999999999999 0.090480000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.008471928182411553 0.0053768317298205828 0.014554910298759743 -0.027063612008697259 -0.0014773926875482862 0.013905668642439212 -0.015529347593965268
leaf_weight=0.001135141011461757 0.0010803997383299587 0.0010834823495674325 0.0011478837886253947 0.0019808470687248782 0.0012811446376850776 0.0010181728312128574
leaf_count=210 1381 419 494 340 329 737
internal_value=0 -0.00137115 -0.00402241 -0.0108646 0.00231166 -0.0047663
internal_weight=0 0.00759193 0.00650845 0.00312873 0.00337972 0.00209857
internal_count=3910 3700 3281 834 2447 2118
is_linear=0
shrinkage=0.1


Tree=7199
num_leaves=7
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split_feature=1 4 12 1 47 4
split_gain=2.21379e-05 3.15826e-05 2.2357e-05 5.74121e-05 3.46476e-05 5.1726e-05
threshold=0.076710000000000014 -0.083329999999999987 -1.0000000180025095e-35 0.092010000000000022 0.09252500000000001 0.05309500000000001
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 4 -6 -7
leaf_value=2.7859846173914034e-05 0.00030467030844621789 -0.00037463042390134028 0.0003083291974717445 -0.00030857201352809196 -0.00038782848493897233 0.00026913272799390176
leaf_weight=0.0017591345634696189 0.0011641688958819963 0.0013060246488530445 0.0016577222101393238 0.0010842271580022982 0.0013049851794635866 0.0013229552722982742
leaf_count=454 450 1554 559 466 206 221
internal_value=0 -0.000143636 5.83389e-05 4.93532e-06 -0.00013055 8.92679e-06
internal_weight=0 0.00306516 0.00653406 0.00536989 0.00371217 0.00240718
internal_count=3910 2008 1902 1452 893 687
is_linear=0
shrinkage=0.00196078


Tree=7200
num_leaves=8
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split_feature=50 15 16 0 2 49 133
split_gain=1.50659e-05 2.74956e-05 5.48422e-05 4.74595e-05 3.73481e-05 2.90378e-05 2.78781e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.08400500000000001 -0.006494999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00032706755263332008 -0.00022580851026165734 -0.00044321587336968674 7.6459548981435121e-05 -0.00033889437860314787 0.0002238238302422161 0.00052708408868570248 -0.00017301534962957564
leaf_weight=0.0010022821287504835 0.0010597161502506084 0.0010114588387332051 0.0012188511332869422 0.0013807244187299629 0.0016043735022081645 0.0010015566721654316 0.0011820463980306748
leaf_count=413 715 284 147 560 904 155 732
internal_value=0 2.2292e-05 -1.89934e-05 4.81816e-05 -7.51918e-05 0.000279722 5.54779e-05
internal_weight=0 0.00840129 0.00739901 0.00638755 0.00416714 0.00222041 0.00278642
internal_count=3910 3195 2782 2498 2196 302 1636
is_linear=0
shrinkage=0.00196078


Tree=7201
num_leaves=7
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split_feature=52 160 0 2 16 16
split_gain=9.32081e-06 2.71808e-05 2.44381e-05 1.6403e-05 0.000112802 2.04351e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.11005500000000001 -0.15168999999999996 -0.055679999999999993
decision_type=2 2 2 2 2 2
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leaf_value=-0.0081687666808669766 -0.016935878967840528 0.019851577107363346 0.011010208450314871 0.010076236096031992 -0.0074371071013503015 -0.027431883183080548
leaf_weight=0.0010077139225139317 0.0010553660429562569 0.0013204938052636945 0.0019500241654033083 0.0013613152096070432 0.0010015688284487363 0.0010438817150228812
leaf_count=128 924 265 1062 315 992 224
internal_value=0 -0.00242574 0.00447585 0.000813664 -0.00293247 -0.0176413
internal_weight=0 0.00578263 0.00295774 0.00472726 0.00336594 0.00204545
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=7202
num_leaves=8
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split_feature=47 43 16 16 16 48 1
split_gain=2.02628e-05 3.51399e-05 4.38098e-05 4.52671e-05 5.05015e-05 4.08404e-05 4.21822e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15100500000000003 -0.00083999999999999993 -0.083564999999999987 0.084905000000000022 0.085110000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00032620103971058446 -0.00027505131047072173 -3.0963212727815067e-05 -0.00032168225984027538 0.00039090399082192414 -0.00034315463828417939 -0.00018103463933740469 0.00052195905002369223
leaf_weight=0.0012131213988798902 0.0010250478703659775 0.0010126332224672709 0.0015991409121227391 0.0011631410524759389 0.0014724225105800341 0.0013137003831151933 0.0011140874732395731
leaf_count=261 179 586 504 451 1269 238 422
internal_value=0 1.60934e-05 -3.29218e-05 4.30772e-05 -3.92726e-05 9.0782e-05 0.000258686
internal_weight=0 0.00888825 0.00767513 0.00607598 0.00491284 0.00344042 0.00212672
internal_count=3910 3731 3470 2966 2515 1246 1008
is_linear=0
shrinkage=0.00196078


Tree=7203
num_leaves=6
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split_feature=15 151 2 2 1
split_gain=9.52423e-06 2.43452e-05 3.82373e-05 4.04055e-05 6.2942e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.10113500000000002 0.086650000000000019 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0071752844362108874 0.015571521855787467 -0.018361112645194071 -0.012450290748440944 0.017042271948199381 0.012845499919494794
leaf_weight=0.0015602273400748441 0.0010427791904859193 0.0013335153748901538 0.0019665906102058405 0.0015841048967238248 0.0012541929015308922
leaf_count=614 487 979 653 896 281
internal_value=0 0.00144484 -0.000954966 0.00446392 -0.0032361
internal_weight=0 0.00718118 0.0061384 0.00417181 0.00258771
internal_count=3910 3296 2809 2156 1260
is_linear=0
shrinkage=0.1


Tree=7204
num_leaves=7
num_cat=0
split_feature=1 4 2 3 0 52
split_gain=3.05847e-05 4.47045e-05 2.55013e-05 3.56667e-05 4.03806e-05 4.87666e-05
threshold=0.076710000000000014 -0.083329999999999987 0.11462500000000002 -0.086439999999999989 -0.10131499999999999 -0.0066199999999999991
decision_type=2 2 2 2 2 2
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right_child=2 -3 -4 4 -6 -7
leaf_value=3.2063520577411115e-05 0.0002941790105995193 -0.00043217796559235364 0.00028296146536774979 -0.00020282471171341094 -0.00032973571957638578 0.00034992917784301805
leaf_weight=0.0019060060994057781 0.0012305773007193852 0.0013712115902827875 0.001621250884056861 0.0012392594630443333 0.001596351918229582 0.0012155591922859621
leaf_count=454 391 1554 413 154 795 149
internal_value=0 -0.000162178 6.78538e-05 1.82571e-06 -8.69791e-05 7.08839e-05
internal_weight=0 0.00327722 0.006903 0.00528175 0.00405117 0.00245482
internal_count=3910 2008 1902 1489 1098 303
is_linear=0
shrinkage=0.00196078


Tree=7205
num_leaves=8
num_cat=0
split_feature=52 151 2 0 0 0 16
split_gain=2.2917e-05 4.02042e-05 3.92949e-05 7.34422e-05 3.72825e-05 2.711e-05 3.6774e-05
threshold=-0.048794999999999991 -0.0008699999999999999 0.11005500000000001 -0.032484999999999993 -0.08824499999999999 -0.14867499999999997 0.24895000000000003
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 -7
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leaf_count=104 372 601 361 144 1242 644 442
internal_value=0 -7.54968e-05 -1.63723e-06 -0.000104493 6.6641e-05 0.000125968 0.000244056
internal_weight=0 0.00639558 0.00521784 0.0038215 0.00273674 0.00328622 0.00228263
internal_count=3910 2720 2348 1987 1843 1190 1086
is_linear=0
shrinkage=0.00196078


Tree=7206
num_leaves=7
num_cat=0
split_feature=13 39 2 48 2 16
split_gain=9.15995e-06 2.54168e-05 2.29128e-05 3.25136e-05 4.93908e-05 3.40317e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11230000000000001 0.083775000000000002 0.085255000000000011 -0.078844999999999985
decision_type=2 2 2 2 2 2
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leaf_count=210 507 419 393 395 1370 616
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internal_weight=0 0.00762821 0.00654047 0.00499642 0.00355221 0.00219372
internal_count=3910 3700 3281 2888 2493 1123
is_linear=0
shrinkage=0.1


Tree=7207
num_leaves=7
num_cat=0
split_feature=4 12 3 2 43 12
split_gain=9.08992e-06 2.0282e-05 2.67779e-05 3.50149e-05 2.26042e-05 4.17714e-05
threshold=0.27608500000000008 -0.023959999999999995 0.10666500000000002 0.097575000000000009 -0.08799499999999999 0.084100000000000022
decision_type=2 2 2 2 2 2
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leaf_value=-0.014248554915946343 0.0077085693340848277 0.01384114389598827 0.012019855110911509 -0.01927172152259779 0.0078847604817062732 -0.016924989931468241
leaf_weight=0.0010574555426446199 0.0012783661717421547 0.0010618757466297753 0.0015759496045010517 0.0010374745063951606 0.0014991639444107939 0.001239902332485711
leaf_count=312 441 476 164 611 366 1540
internal_value=0 -0.00141674 0.000698675 -0.00298881 0.00145564 -0.00334595
internal_weight=0 0.00747182 0.00641437 0.00483842 0.00380094 0.00273907
internal_count=3910 3469 3157 2993 2382 1906
is_linear=0
shrinkage=0.1


Tree=7208
num_leaves=7
num_cat=0
split_feature=11 160 13 39 2 15
split_gain=2.42035e-05 2.12565e-05 3.26477e-05 4.08204e-05 4.42934e-05 6.18933e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.005105000000000001 0.085255000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.0003036214129233212 -0.00028812174018163979 -0.00023304493904631148 0.00015526611492590271 0.0003475747465417193 -7.6971281799782072e-06 -0.00058068982334864318
leaf_weight=0.0017081686032613726 0.0010347993963214933 0.0010505782344483279 0.0019458485406720722 0.0010552873776622038 0.0019351530072348388 0.001158779432693169
leaf_count=346 304 362 977 351 862 708
internal_value=0 2.87937e-05 6.40459e-05 -3.0961e-06 -7.65236e-05 -0.000222302
internal_weight=0 0.00885382 0.00780324 0.00609507 0.00503978 0.00309393
internal_count=3910 3606 3244 2898 2547 1570
is_linear=0
shrinkage=0.00196078


Tree=7209
num_leaves=7
num_cat=0
split_feature=42 40 2 2 13 0
split_gain=8.67368e-06 2.45431e-05 4.03746e-05 5.06661e-05 3.09396e-05 2.75899e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00775506 0.00675423 0.00495813 0.00384988 0.00218454
internal_count=3910 3470 3094 2617 2223 731
is_linear=0
shrinkage=0.1


Tree=7210
num_leaves=7
num_cat=0
split_feature=51 1 13 2 4 2
split_gain=1.2179e-05 2.76536e-05 3.08432e-05 6.33318e-05 2.3251e-05 1.97152e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.0038299999999999996 0.097360000000000016 0.0057500000000000008 0.089570000000000025
decision_type=2 2 2 2 2 2
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leaf_value=0.00016177169786387141 -0.00049799046504090077 0.00021696112444556157 8.7647559477580796e-05 7.6164687618487836e-05 0.00021118543033295532 -0.00030128469394765121
leaf_weight=0.0014078668028602243 0.0016219682738672302 0.0013728892849767691 0.0010022265463170738 0.0013562344523964823 0.0015816022327530322 0.0010021178590173272
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internal_value=0 -3.61133e-05 -8.90437e-05 -0.000236528 3.34448e-05 -0.000106808
internal_weight=0 0.00793704 0.00656415 0.0029782 0.00358595 0.00200434
internal_count=3910 3395 2944 2103 841 639
is_linear=0
shrinkage=0.00196078


Tree=7211
num_leaves=6
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split_feature=1 15 2 0 2
split_gain=8.76359e-06 1.80025e-05 2.19566e-05 3.76985e-05 2.95311e-05
threshold=0.12730000000000002 -0.11739999999999999 0.09116500000000001 -0.10575999999999998 0.11005500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.011972410443903472 0.0080978387515392557 0.021170105066706683 -0.01288136142429524 -0.0015192097769617515 0.0068892548296198043
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internal_value=0 -0.00129973 0.000917226 0.00682039 -0.00498673
internal_weight=0 0.00760858 0.00629994 0.00315018 0.00314976
internal_count=3910 3565 3157 1955 1202
is_linear=0
shrinkage=0.1


Tree=7212
num_leaves=7
num_cat=0
split_feature=49 2 4 15 43 0
split_gain=1.38619e-05 2.98717e-05 4.10593e-05 4.47307e-05 7.6667e-05 4.47881e-05
threshold=0.10447000000000002 0.11260500000000001 -0.34687499999999999 -0.10192499999999999 -0.079109999999999986 -0.14070999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00044156237416281336 0.00021153194879886309 0.00020066757555882458 -0.00038856964981111519 -0.0002859809232084174 -7.2101797271622588e-05 0.00043019698402745006
leaf_weight=0.0010762871140728037 0.0010089157627402754 0.0016948752546998474 0.0010477053336832229 0.0015917695218955505 0.0010712771026338413 0.0018805748544216453
leaf_count=223 378 501 372 900 174 1362
internal_value=0 -3.17713e-05 -9.08561e-05 -2.33479e-05 6.08679e-05 0.000247904
internal_weight=0 0.00836249 0.00666761 0.00559133 0.00454362 0.00295185
internal_count=3910 3532 3031 2808 2436 1536
is_linear=0
shrinkage=0.00196078


Tree=7213
num_leaves=7
num_cat=0
split_feature=4 12 42 49 4 1
split_gain=3.58137e-05 3.33766e-05 3.9171e-05 5.86057e-05 5.92791e-05 2.93962e-05
threshold=0.27608500000000008 -0.036459999999999992 0.086700000000000013 -0.0057999999999999987 -0.08422499999999998 0.089370000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00037859854806043342 0.0002819129240023533 -0.00022090302846608194 -0.00027853449789982297 -8.2414220071579274e-05 0.00017600809233639432 0.00061941034693292296
leaf_weight=0.001052275935190322 0.0014478771199378524 0.0018183135802624486 0.0015800606031551112 0.0016203558993540717 0.0011031316908740295 0.0012003766633490373
leaf_count=300 441 393 1187 576 829 184
internal_value=0 -5.20648e-05 -5.13872e-06 7.00909e-05 0.000204937 0.000407069
internal_weight=0 0.00837451 0.00732224 0.00574218 0.00392386 0.00230351
internal_count=3910 3469 3169 1982 1589 1013
is_linear=0
shrinkage=0.00196078


Tree=7214
num_leaves=9
num_cat=0
split_feature=157 160 133 13 16 16 2 0
split_gain=1.8222e-05 5.18424e-05 9.70716e-05 4.5627e-05 3.95655e-05 6.51065e-05 3.04297e-05 2.77109e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083514999999999992 0.22945500000000005 -0.072804999999999981 0.10184000000000001 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 7 -4 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=0.00024414347483974678 -0.00040007520693166625 -0.00053381574434653567 0.00058953792837380134 -9.2256587803663916e-05 0.00034772232518656871 -0.00043209660388084185 0.00011309710018641017 0.0003530683199389679
leaf_weight=0.0010114890367114602 0.0012715019736237463 0.0010239772555763853 0.0010550157526366395 0.0011404536940762986 0.0010045728705367451 0.0013458874444049469 0.0010076492561137984 0.0010156711244942154
leaf_count=563 828 860 246 144 261 422 159 427
internal_value=0 -3.36425e-05 2.77174e-05 0.000115246 4.69223e-06 -9.3708e-05 0.000356788 0.00011752
internal_weight=0 0.00886473 0.00759323 0.00656925 0.00450659 0.00350201 0.00206267 0.00215612
internal_count=3910 3347 2519 1659 1254 993 405 571
is_linear=0
shrinkage=0.00196078


Tree=7215
num_leaves=6
num_cat=0
split_feature=4 4 2 4 0
split_gain=1.04572e-05 1.69891e-05 2.7712e-05 4.64178e-05 2.19618e-05
threshold=0.27608500000000008 0.097045000000000006 0.106285 -0.08422499999999998 -0.084304999999999977
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017476810269708497 0.0082649154415926906 -0.01139130065401725 0.012599372689636788 -0.0036595007670843695 0.013282657123667198
leaf_weight=0.0015033268287854796 0.0012838445171388319 0.0014105604469423563 0.0014979765791422739 0.0017048890433802274 0.0013880585713121776
leaf_count=654 441 259 510 1012 1034
internal_value=0 -0.00150168 0.000787344 -0.00306233 0.00394383
internal_weight=0 0.00750481 0.00609425 0.00459627 0.00309295
internal_count=3910 3469 3210 2700 2046
is_linear=0
shrinkage=0.1


Tree=7216
num_leaves=6
num_cat=0
split_feature=0 43 160 13 4
split_gain=8.68247e-06 1.5821e-05 2.89811e-05 5.13399e-05 3.43107e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 0.041025000000000006 -0.057284999999999996 0.074650000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0092095047551951931 0.0063989061338826205 0.019023944257002018 -0.013231257886414483 0.0061212841045244805 -0.017958538728300149
leaf_weight=0.0019718974805943952 0.0016790686388908106 0.001616523071386369 0.0010790075744350498 0.0014116475227868319 0.0010187774547170928
leaf_count=1214 394 1038 286 786 192
internal_value=0 -0.0015975 0.00133075 0.00521331 -0.00397242
internal_weight=0 0.00709785 0.00512596 0.00404695 0.00243042
internal_count=3910 3516 2302 2016 978
is_linear=0
shrinkage=0.1


Tree=7217
num_leaves=7
num_cat=0
split_feature=4 12 160 47 13 1
split_gain=1.03174e-05 1.67021e-05 2.61287e-05 3.00718e-05 4.61679e-05 7.76987e-05
threshold=0.27608500000000008 -0.023959999999999995 -1.0000000180025095e-35 0.092255000000000018 -0.083514999999999992 0.090475000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.013126582893851373 0.008233522727491489 -0.012740770884573961 0.013147833672543003 0.018493188058515974 0.0058725625287562727 -0.029520783019086883
leaf_weight=0.0010573969863031532 0.0012805353985369363 0.0012192985178691796 0.0015738826645925051 0.0010667740488281598 0.0015161318521773348 0.0010496848035407274
leaf_count=312 441 1031 495 195 1067 369
internal_value=0 -0.00148033 0.000436128 0.00352201 -0.000335964 -0.00860698
internal_weight=0 0.00748317 0.00642577 0.00520647 0.0041397 0.00256582
internal_count=3910 3469 3157 2126 1931 1436
is_linear=0
shrinkage=0.1


Tree=7218
num_leaves=6
num_cat=0
split_feature=42 0 2 0 3
split_gain=9.45741e-06 2.04939e-05 3.45287e-05 3.38725e-05 3.05578e-05
threshold=0.091955000000000023 -0.017269999999999997 1.0000000180025095e-35 -0.13506999999999997 0.11818000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.014425829855728121 -0.0083670391111656355 0.01113653677777221 0.0043959990212009232 0.014291255012700819 -0.017432334089598069
leaf_weight=0.0015310366488691723 0.0011838459628585899 0.0016402394772456821 0.0017020050368041512 0.0016578021868720837 0.0010291030503426727
leaf_count=560 843 364 347 1665 131
internal_value=0 0.00124528 -0.00149529 0.00301542 -0.00382909
internal_weight=0 0.00756019 0.00591995 0.00438891 0.00273111
internal_count=3910 3067 2703 2143 478
is_linear=0
shrinkage=0.1


Tree=7219
num_leaves=6
num_cat=0
split_feature=1 4 15 47 48
split_gain=1.24305e-05 2.73787e-05 1.82302e-05 3.59996e-05 3.31477e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 1.0000000180025095e-35 0.087850000000000025 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0028640173756867139 0.021806313965260601 -0.017260332826620314 -0.0084560091790451975 -0.0049768136653743078 -0.00043998082969759874
leaf_weight=0.0016117412787366066 0.0016324165686153629 0.0011644588190952206 0.0012057106758945058 0.001981633993554794 0.0011358243680130056
leaf_count=440 722 1552 583 370 243
internal_value=0 -0.00557701 0.00252528 0.00531278 0.0126785
internal_weight=0 0.0027762 0.00595559 0.00474987 0.00276824
internal_count=3910 1992 1918 1335 965
is_linear=0
shrinkage=0.1


Tree=7220
num_leaves=7
num_cat=0
split_feature=4 0 47 2 4 1
split_gain=3.463e-05 4.78896e-05 4.56942e-05 7.50052e-05 4.17676e-05 4.36387e-05
threshold=0.0057500000000000008 -0.089879999999999974 0.09252500000000001 0.11230000000000001 -0.48072499999999996 0.081905000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6
right_child=2 4 -4 -5 5 -7
leaf_value=-0.00041165090737878371 0.00050294898316299147 -0.00033925011683201458 -0.00015426287693673526 -9.9781007545247507e-05 0.00032455498016164961 -0.00015882006356632546
leaf_weight=0.0014968969258951376 0.0018804902587035545 0.0010330283609432506 0.0016228820992678929 0.0013736205041337793 0.0016895197873604555 0.0012488276664833825
leaf_count=581 530 208 229 358 1317 687
internal_value=0 -0.000112769 0.000114492 0.000248525 -1.13769e-07 0.000119116
internal_weight=0 0.00546827 0.00487699 0.00325411 0.00397138 0.00293835
internal_count=3910 2793 1117 888 2212 2004
is_linear=0
shrinkage=0.00196078


Tree=7221
num_leaves=8
num_cat=0
split_feature=157 160 133 2 16 2 43
split_gain=2.44134e-05 5.72472e-05 0.000102588 3.97418e-05 6.67717e-05 4.36975e-05 3.18289e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.15168999999999996 0.097940000000000013 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00027324584731434432 -0.00041498123605089365 -0.00055875517633201211 0.00053773574746843395 -0.00017927205756814382 0.00012363141440221138 0.0003950152007814979 -0.00030053677235314033
leaf_weight=0.0010268329197098492 0.0013705244231263019 0.0010215589664404993 0.0014975922448266787 0.0014465149564898954 0.0014052572858884887 0.0010148894156971015 0.0013181305907157014
leaf_count=517 856 847 234 352 455 212 437
internal_value=0 -4.57404e-05 1.99472e-05 0.000108415 0.000187895 4.7745e-05 -8.16677e-05
internal_weight=0 0.00907447 0.00770394 0.00668238 0.00523587 0.00373828 0.00272339
internal_count=3910 3393 2537 1690 1338 1104 892
is_linear=0
shrinkage=0.00196078


Tree=7222
num_leaves=7
num_cat=0
split_feature=1 0 150 16 15 16
split_gain=1.04874e-05 2.16322e-05 1.59537e-05 3.13438e-05 2.74494e-05 4.55233e-05
threshold=0.076710000000000014 -0.070894999999999986 0.082085000000000019 -0.27337499999999998 -0.017214999999999998 -0.029944999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.016015126227746097 -0.015637132006409007 0.0019243733522466304 0.012052392350215803 0.011419203078574115 0.014362968232667498 -0.018097368427875262
leaf_weight=0.0011025989576574947 0.0010492144192292734 0.0017218671371710308 0.0013129034234804493 0.0010417705655677066 0.0014944756151854463 0.0010483239894446097
leaf_count=1642 280 366 362 218 753 289
internal_value=0 -0.00507875 0.00232168 -0.000435349 0.00401426 -0.00338536
internal_weight=0 0.00282447 0.00594669 0.00463378 0.00358457 0.00209009
internal_count=3910 2008 1902 1540 1260 507
is_linear=0
shrinkage=0.1


Tree=7223
num_leaves=7
num_cat=0
split_feature=4 151 16 2 0 1
split_gain=1.04441e-05 1.48818e-05 3.24148e-05 2.67371e-05 5.70468e-05 3.60377e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 0.106285 -0.032484999999999993 0.088495000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0080529844406925909 0.0082936494947911926 -0.014871312083765862 0.018877092546039517 0.014516938688459389 -0.02184652850022473 -0.007196688444433834
leaf_weight=0.0013423937755067585 0.0012793113461596678 0.0017955109674256927 0.0010838361498833739 0.0011071061164835434 0.0011109881398983692 0.0010375306988497876
leaf_count=556 441 607 1226 409 193 478
internal_value=0 -0.0014842 -0.00357103 0.00110462 -0.0034892 0.00612477
internal_weight=0 0.00747737 0.00613497 0.00433946 0.00323235 0.00212137
internal_count=3910 3469 2913 2306 1897 1704
is_linear=0
shrinkage=0.1


Tree=7224
num_leaves=8
num_cat=0
split_feature=50 15 16 0 4 0 52
split_gain=1.94248e-05 3.99002e-05 5.35987e-05 4.72285e-05 5.23169e-05 4.01048e-05 3.16982e-05
threshold=0.086465000000000014 -0.16430499999999995 -0.38486499999999996 -0.10575999999999998 0.0057500000000000008 -0.06402999999999999 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00039704085604963025 -0.00024722967801078506 -0.00043299204268120876 -3.0355258287029246e-05 -0.00032766822545262974 0.00056090452949103899 -0.00010906374520763263 0.00032065371009219295
leaf_weight=0.0010179136404693629 0.0010732555255209943 0.0010266154490287263 0.001114403823144647 0.0015300182106165647 0.0011895130330430125 0.0015911095991152228 0.0011277590493507809
leaf_count=400 715 290 219 1668 86 431 101
internal_value=0 3.25405e-05 -1.64118e-05 4.88531e-05 0.000274912 -7.37253e-05 6.91787e-05
internal_weight=0 0.00859733 0.00757942 0.0065528 0.00230392 0.00424889 0.00271887
internal_count=3910 3195 2795 2505 305 2200 532
is_linear=0
shrinkage=0.00196078


Tree=7225
num_leaves=7
num_cat=0
split_feature=13 16 133 42 49 15
split_gain=2.40357e-05 4.67934e-05 8.40954e-05 3.83618e-05 3.47293e-05 3.32908e-05
threshold=0.043015000000000005 0.15100500000000003 0.083815000000000014 0.078965000000000021 -0.006494999999999999 -0.10192499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0002611721711444241 0.00018305560794824399 -0.00035196118523540864 0.00053637420587281603 -0.00038122479140978953 -8.9359970927145604e-05 0.00034499058975829443
leaf_weight=0.0012206607151925377 0.0019866761689774403 0.001648737118423076 0.0010132179909833556 0.0012453605255989672 0.0013020815824524704 0.0014164345856900714
leaf_count=211 584 465 1014 803 255 578
internal_value=0 -5.83815e-05 1.97171e-05 -8.12536e-05 1.35815e-05 0.000136951
internal_weight=0 0.00784649 0.00619776 0.00518454 0.00393918 0.00271852
internal_count=3910 3326 2861 1847 1044 833
is_linear=0
shrinkage=0.00196078


Tree=7226
num_leaves=6
num_cat=0
split_feature=43 3 4 13 0
split_gain=1.0605e-05 2.46882e-05 2.16273e-05 2.90675e-05 4.02576e-05
threshold=-0.062599999999999989 -0.075954999999999981 -0.23071499999999998 -0.0041499999999999983 -0.14867499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0024758847559653739 -0.015198553284773292 0.015752847902260766 -0.011097866702672779 -0.0026875574295244821 0.021142915489087383
leaf_weight=0.0019091437441159341 0.0011036480230632697 0.0012163442215159066 0.0014807807863708028 0.0019525535588825697 0.0011129714228251542
leaf_count=1230 241 532 1321 221 365
internal_value=0 0.00461818 -0.00264135 0.000407001 0.00596435
internal_weight=0 0.00312549 0.00564995 0.00454631 0.00306552
internal_count=3910 1762 2148 1907 586
is_linear=0
shrinkage=0.1


Tree=7227
num_leaves=7
num_cat=0
split_feature=52 52 13 1 2 12
split_gain=2.14989e-05 2.84346e-05 3.25485e-05 3.31701e-05 4.47673e-05 9.42296e-06
threshold=-0.24456499999999998 -0.081429999999999989 -0.094679999999999986 0.088965000000000002 0.090905000000000014 0.090295000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3
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leaf_value=-0.00027325234865165944 0.00027476449836803931 0.00032189074711680605 -0.00031449405567814684 0.00025468944928447903 -0.00019808954961169736 5.3621975514213869e-05
leaf_weight=0.0010309492616882967 0.001470841595220573 0.0010070158856342504 0.0018757589492653061 0.0015578009716769009 0.0018209000609499739 0.0010065536433573803
leaf_count=449 522 305 1651 540 336 107
internal_value=0 2.61357e-05 -2.41796e-05 -0.000105408 1.0671e-05 0.000187787
internal_weight=0 0.00873887 0.00726803 0.00525446 0.0033787 0.00201357
internal_count=3910 3461 2939 2527 876 412
is_linear=0
shrinkage=0.00196078


Tree=7228
num_leaves=6
num_cat=0
split_feature=49 4 160 43 1
split_gain=9.72381e-06 2.47824e-05 3.5139e-05 3.08355e-05 3.32234e-05
threshold=0.093945000000000015 0.15927500000000003 -0.026849999999999995 -0.074254999999999988 0.089075000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.011239345173759862 0.0091103818779475747 0.009038154650771851 0.0022026083471761702 -0.0056114592246207804 -0.027023727214148658
leaf_weight=0.0011621413245313317 0.0010229676321647499 0.0017953484407763559 0.0018012129962933911 0.0017756314853116472 0.001224247639162166
leaf_count=768 527 501 720 932 462
internal_value=0 -0.00126207 -0.00436316 -0.00813987 -0.0143498
internal_weight=0 0.00775858 0.00596323 0.00480109 0.00299988
internal_count=3910 3383 2882 2114 1394
is_linear=0
shrinkage=0.1


Tree=7229
num_leaves=8
num_cat=0
split_feature=50 15 16 0 2 52 133
split_gain=3.25154e-05 3.95585e-05 4.4464e-05 5.21125e-05 4.84903e-05 4.66954e-05 3.69271e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.08400500000000001 -0.0093349999999999978 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00038911970562468937 -0.00031982539440423793 -0.00038653181981439109 4.0006211467252715e-05 -0.000375964304912457 0.0002464957157746783 0.0005924435407705476 -0.00019800505528502592
leaf_weight=0.0010503694199766054 0.0011411377557114114 0.0010751465238024761 0.0013856731830692234 0.0014629621326055216 0.0017178859563748363 0.0010222200940286355 0.0012352208953629882
leaf_count=413 715 284 202 560 904 100 732
internal_value=0 3.16258e-05 -1.59113e-05 4.24817e-05 -8.40453e-05 0.000274532 6.05706e-05
internal_weight=0 0.00894948 0.00789911 0.00682396 0.00441607 0.00240789 0.00295311
internal_count=3910 3195 2782 2498 2196 302 1636
is_linear=0
shrinkage=0.00196078


Tree=7230
num_leaves=8
num_cat=0
split_feature=50 42 51 47 1 43 0
split_gain=9.67575e-06 2.2602e-05 3.98883e-05 3.09695e-05 6.36063e-05 5.94091e-05 1.38016e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 0.10498500000000001 -0.073139999999999983 -0.099864999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
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leaf_weight=0.0012524834608576875 0.001055509218272817 0.0010917225421404929 0.0010300256306894906 0.001162492953702042 0.0010301276821675668 0.0010919632806167057 0.0010775040928664523
leaf_count=862 755 478 402 219 453 157 584
internal_value=0 0.00116911 0.00354473 0.00707398 0.0110471 0.00408879 -0.00530052
internal_weight=0 0.00773632 0.00648384 0.00539211 0.00422962 0.00319949 0.00216947
internal_count=3910 3155 2293 1815 1596 1143 741
is_linear=0
shrinkage=0.1


Tree=7231
num_leaves=8
num_cat=0
split_feature=11 3 3 49 49 0 2
split_gain=2.17513e-05 2.49366e-05 3.13462e-05 3.90127e-05 4.415e-05 4.42649e-05 4.65898e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00030366540000793341 -0.00027566036904025555 -0.00030872493822621858 -0.00020719085839594113 0.0001571862297704912 -0.00018016494732403789 -7.1465409177807462e-05 0.00072396459627104318
leaf_weight=0.0011131276017198547 0.0010000443583518875 0.0011494957406560074 0.0017298960327644733 0.0012405894659576473 0.0012211849881257827 0.001076080512141185 0.0010128371394189433
leaf_count=222 304 1646 373 343 449 150 423
internal_value=0 2.99731e-05 -1.10298e-05 4.34555e-05 0.000138736 0.000255701 0.000411933
internal_weight=0 0.00854321 0.00743008 0.00628059 0.00455069 0.00332951 0.00225343
internal_count=3910 3606 3384 1738 1365 916 766
is_linear=0
shrinkage=0.00196078


Tree=7232
num_leaves=7
num_cat=0
split_feature=151 48 51 1 2 12
split_gain=1.00644e-05 2.36256e-05 3.29696e-05 3.9361e-05 3.88762e-05 5.01039e-05
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decision_type=2 2 2 2 2 2
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leaf_count=423 1243 348 468 386 405 637
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internal_weight=0 0.00777608 0.00647074 0.00542607 0.00417163 0.00294238
internal_count=3910 3487 3139 2671 2285 1880
is_linear=0
shrinkage=0.1


Tree=7233
num_leaves=7
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split_feature=52 39 457 13 3 0
split_gain=2.88891e-05 3.61244e-05 3.8122e-05 6.05594e-05 6.94215e-05 0.000164157
threshold=-0.26295999999999992 0.005105000000000001 0.082870000000000013 -0.094679999999999986 -0.088024999999999978 -0.10131499999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010069740747665539 0.0019834712683857161 0.0011826826617653162 0.0011809493739242376 0.0016234617235388014 0.0019305526449791988 0.0010275881962280523
leaf_count=437 393 432 224 607 237 1580
internal_value=0 2.86022e-05 -2.01316e-05 -7.84726e-05 -0.000202382 -0.000381187
internal_weight=0 0.00892871 0.00774602 0.00656507 0.0045816 0.00295814
internal_count=3910 3473 3041 2817 2424 1817
is_linear=0
shrinkage=0.00196078


Tree=7234
num_leaves=7
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split_feature=0 52 52 151 16 12
split_gain=1.07631e-05 3.5356e-05 3.14797e-05 4.0895e-05 5.13972e-05 2.86665e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.062489999999999997 -0.0008699999999999999 -0.12467499999999999 0.091475000000000015
decision_type=2 2 2 2 2 2
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right_child=5 2 3 4 -6 -7
leaf_value=-0.00033891273869276806 0.00035944731378647813 0.00029887279491614321 -0.00038125360022102931 0.00029011192790619883 -0.00017082630112769231 -0.00010696685770338601
leaf_weight=0.0012232236468599188 0.0010156505233642245 0.0012859605441085812 0.0010862081914018817 0.0017938634730088423 0.0019314860861741482 0.0010108776153272953
leaf_count=597 280 325 364 506 1672 166
internal_value=0 -3.4679e-05 2.63534e-05 -4.64815e-05 5.11288e-05 0.000126789
internal_weight=0 0.00732074 0.00609752 0.00481156 0.00372535 0.00202653
internal_count=3910 3464 2867 2542 2178 446
is_linear=0
shrinkage=0.00196078


Tree=7235
num_leaves=6
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split_feature=42 43 2 15 1
split_gain=9.51872e-06 2.78309e-05 1.89713e-05 3.16793e-05 5.55103e-05
threshold=0.091955000000000023 0.070805000000000021 0.10796500000000002 -0.09547499999999999 0.081005000000000008
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
leaf_value=0.014558035945398016 -0.0083808636607103359 0.015311547781127536 -0.0095808087947427678 0.010342516971234103 -0.016656527148772179
leaf_weight=0.0014231955272393732 0.0011857759248554952 0.001188044013331448 0.0019498857440011464 0.0014840122690784245 0.0015641438821039032
leaf_count=384 843 311 494 1181 697
internal_value=0 0.00125156 -0.00134979 0.00223962 -0.00351189
internal_weight=0 0.00760928 0.00642124 0.00447135 0.00304816
internal_count=3910 3067 2756 2262 1878
is_linear=0
shrinkage=0.1


Tree=7236
num_leaves=8
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split_feature=11 42 0 16 49 2 0
split_gain=2.14503e-05 3.1783e-05 3.69314e-05 4.83785e-05 3.818e-05 4.03103e-05 1.62984e-05
threshold=1.0000000180025095e-35 0.086325000000000013 0.10302000000000001 0.10994000000000002 -0.0057999999999999987 0.084235000000000018 -0.14808999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00015220059112024394 -0.00027325335667150618 -0.00020562618106145865 0.00042595945252338943 -0.00035828490931012871 0.00048532548711768911 -0.00012667851503646966 0.00022229767916049991
leaf_weight=0.0015058122297366893 0.0010228249713912134 0.0018002578697628689 0.001047718679539132 0.0010362764982598102 0.0013544454037579686 0.0010176754173193293 0.0010407097152846652
leaf_count=406 304 1388 87 269 447 120 889
internal_value=0 2.67428e-05 8.64809e-05 2.67525e-05 0.000107873 0.000222624 4.97622e-05
internal_weight=0 0.0088029 0.00700264 0.00595492 0.00491864 0.00341283 0.00205839
internal_count=3910 3606 2218 2131 1862 1456 1009
is_linear=0
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Tree=7237
num_leaves=7
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split_feature=1 4 4 49 48 47
split_gain=1.08252e-05 3.5403e-05 3.04034e-05 2.11013e-05 3.35274e-05 5.08017e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.047309999999999998 0.091065000000000021 0.09252500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.007118624827844762 0.014741809701042941 -0.024663238964460793 -0.00066495290052266264 0.014654513055781358 -0.015978505949988071 -0.013152251690786801
leaf_weight=0.0015875280138894581 0.0011682484387253575 0.0010542836382783037 0.0010573714895170574 0.0018857963824174019 0.0010384869745739102 0.0010083193664865283
leaf_count=189 317 1512 624 912 178 178
internal_value=0 -0.0041642 -0.0126465 0.00294115 -0.000564439 0.00496655
internal_weight=0 0.00369918 0.00211166 0.00510085 0.0039326 0.00289412
internal_count=3910 2325 2136 1585 1268 1090
is_linear=0
shrinkage=0.1


Tree=7238
num_leaves=7
num_cat=0
split_feature=47 13 0 0 42 52
split_gain=1.02703e-05 1.8353e-05 2.01285e-05 3.55802e-05 5.81587e-05 2.58974e-05
threshold=0.10436500000000001 -0.13934999999999997 -1.0000000180025095e-35 -0.11287999999999999 0.085195000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
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leaf_weight=0.0013558271450514348 0.0014942007023559939 0.0013019775519476245 0.0010277010789798398 0.0015014949744070096 0.0010235162297482245 0.0010780197024801009
leaf_count=299 290 188 335 1342 1234 222
internal_value=0 -0.00159015 0.000808728 -0.00185747 -0.0101262 0.00691512
internal_weight=0 0.00728854 0.00593271 0.00490501 0.00252501 0.00238
internal_count=3910 3620 3321 2986 2576 410
is_linear=0
shrinkage=0.1


Tree=7239
num_leaves=8
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split_feature=52 42 47 13 16 15 133
split_gain=2.43395e-05 3.78373e-05 4.44885e-05 5.30105e-05 4.48277e-05 5.54271e-05 4.18437e-05
threshold=-0.26295999999999992 -0.082904999999999993 0.09252500000000001 -0.032264999999999995 -0.0070049999999999991 -0.091274999999999981 0.083815000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3
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leaf_value=-0.00028971455649363606 0.00033733546692751669 -0.0003265553949542199 -0.00034672434249115856 0.00031037184974457477 0.00048982269020226817 -0.00029740404625303084 0.00016021555179258611
leaf_weight=0.0010323953670392612 0.0013036688854061876 0.001893877999072311 0.0013546227107636352 0.001286241681442239 0.0013211977616498444 0.0010460623071123932 0.0010583838733933611
leaf_count=437 523 972 308 209 271 450 740
internal_value=0 2.76843e-05 -2.30271e-05 4.33525e-05 0.000201249 3.77781e-05 -0.000152048
internal_weight=0 0.00926406 0.00796039 0.00660576 0.0036535 0.0023323 0.00295226
internal_count=3910 3473 2950 2642 930 659 1712
is_linear=0
shrinkage=0.00196078


Tree=7240
num_leaves=7
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split_feature=52 13 1 1 12 1
split_gain=9.71964e-06 3.42851e-05 3.05786e-05 3.81844e-05 2.46796e-05 3.2448e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11593500000000001 0.10353000000000001 0.086935000000000012 0.079945000000000016
decision_type=2 2 2 2 2 2
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leaf_value=0.012574085252026019 -0.0085563447974778429 0.014139639398839868 -0.018476412370281588 0.016911171606727064 -0.017552020314195553 -0.0088254989358742941
leaf_weight=0.0019816989399582914 0.0011631363764087301 0.0010702613728378863 0.0010104990714181273 0.0011085580357692209 0.001012103032884478 0.0014471518389517152
leaf_count=406 647 673 298 253 1286 347
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internal_weight=0 0.00763027 0.00564857 0.00463807 0.00352952 0.00251741
internal_count=3910 3263 2857 2559 2306 1020
is_linear=0
shrinkage=0.1


Tree=7241
num_leaves=6
num_cat=0
split_feature=12 3 2 2 13
split_gain=1.52857e-05 2.40852e-05 4.80256e-05 5.72079e-05 3.52288e-05
threshold=0.10595000000000002 -0.075954999999999981 0.10836000000000003 0.089910000000000004 -0.028919999999999998
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
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leaf_value=-0.00029982427533672339 -0.00023006752191920824 1.9732124811612993e-05 -0.0001427684690773481 0.0005365799681865802 0.00012587016488405526
leaf_weight=0.0017311410140470316 0.0010327032846611213 0.0018887138172555872 0.0019383833701871979 0.0014596972967509938 0.0013152866199231798
leaf_count=1393 391 479 428 348 871
internal_value=0 2.28351e-05 0.000102855 0.000245045 -0.000116032
internal_weight=0 0.00833322 0.00528679 0.00334841 0.00304643
internal_count=3910 3519 1255 827 2264
is_linear=0
shrinkage=0.00196078


Tree=7242
num_leaves=8
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split_feature=376 1 52 1 3 43 4
split_gain=1.85515e-05 4.03523e-05 4.79243e-05 5.85818e-05 9.2664e-05 3.26353e-05 3.82973e-05
threshold=0.048375000000000008 0.12864500000000004 0.10218500000000001 0.11097000000000001 0.096385000000000012 -0.073139999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00015968633469438663 0.0002400111584174269 0.00033392854288540443 -0.00045653031588769797 -0.00039398278927806068 0.00058073059319492981 -9.2895000495943074e-06 -0.00048642504825181614
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leaf_count=971 206 276 662 245 149 1049 352
internal_value=0 -3.71548e-05 -8.40126e-05 -2.15763e-05 6.75634e-05 -5.92529e-05 -0.000189809
internal_weight=0 0.00892225 0.00792192 0.00678476 0.0054744 0.00438961 0.00274985
internal_count=3910 3704 3428 2766 2521 2372 1401
is_linear=0
shrinkage=0.00196078


Tree=7243
num_leaves=7
num_cat=0
split_feature=1 42 133 15 15 0
split_gain=1.0883e-05 2.02018e-05 2.3813e-05 2.65335e-05 3.72645e-05 3.46541e-05
threshold=0.12730000000000002 0.088915000000000008 0.065880000000000008 1.0000000180025095e-35 -0.10192499999999999 -0.099024999999999988
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014341278015694006 0.0011382452034305931 0.0013480624124681062 0.0013130667097976442 0.0010928891103770943 0.0013840542716865058 0.0010982495534887851
leaf_count=286 345 1025 793 726 214 521
internal_value=0 -0.00140179 0.000967947 -0.00217416 0.00167044 0.00908472
internal_weight=0 0.00767045 0.00632239 0.00500932 0.00391643 0.0024823
internal_count=3910 3565 2540 1747 1021 735
is_linear=0
shrinkage=0.1


Tree=7244
num_leaves=6
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split_feature=1 4 13 52 0
split_gain=9.5913e-06 2.82976e-05 2.35476e-05 3.27129e-05 2.7322e-05
threshold=0.088010000000000019 -0.083329999999999987 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0019840120402773061 0.0018561633777890323 0.0017118727967291303 0.001005020930212677 0.0010276686092083554 0.0012093890055543451
leaf_count=600 961 1725 237 120 267
internal_value=0 -0.00392155 0.00276906 -0.00237327 0.00435955
internal_weight=0 0.00369588 0.00509824 0.00324208 0.00223706
internal_count=3910 2325 1585 624 387
is_linear=0
shrinkage=0.1


Tree=7245
num_leaves=6
num_cat=0
split_feature=52 151 16 4 16
split_gain=1.03098e-05 3.53224e-05 4.32354e-05 4.36743e-05 2.17309e-05
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decision_type=2 2 2 2 2
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leaf_count=652 372 488 921 939 538
internal_value=0 -0.00248565 0.00119974 -0.00663534 0.00475862
internal_weight=0 0.00581598 0.00475304 0.00283786 0.0029666
internal_count=3910 2720 2348 1860 1190
is_linear=0
shrinkage=0.1


Tree=7246
num_leaves=7
num_cat=0
split_feature=11 160 13 39 2 15
split_gain=2.83284e-05 2.78894e-05 3.31476e-05 3.57611e-05 4.93029e-05 6.13412e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.005105000000000001 0.085255000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00031411242721317989 -0.00031296091398241919 -0.00027214916535941221 0.00017957760457077191 0.00033278902527713076 -6.0720437749382807e-06 -0.00058157989184543272
leaf_weight=0.0016856590691063621 0.001032437217240236 0.0010318448306766799 0.0019178142201498462 0.0010436535070389684 0.0018980676796847831 0.0011395385155987176
leaf_count=346 304 362 977 351 862 708
internal_value=0 3.0531e-05 7.11725e-05 2.90963e-06 -6.65658e-05 -0.00022197
internal_weight=0 0.00871658 0.00768473 0.00599907 0.00495542 0.00303761
internal_count=3910 3606 3244 2898 2547 1570
is_linear=0
shrinkage=0.00196078


Tree=7247
num_leaves=7
num_cat=0
split_feature=160 42 52 160 43 1
split_gain=1.24061e-05 2.99927e-05 2.93901e-05 2.83061e-05 4.22877e-05 3.89152e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.015539999999999998 0.087825000000000014 -0.074254999999999988 0.088785000000000017
decision_type=2 2 2 2 2 2
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leaf_value=9.7370409101112156e-05 -0.00023096911497834735 0.00043590981941420175 -0.00037045968860268714 -0.00017795510730049169 0.00028579894969767052 -0.00014005945687365005
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internal_value=0 3.27756e-05 -0.00013905 9.1715e-05 0.000158275 3.78516e-05
internal_weight=0 0.00741799 0.00206535 0.00606307 0.00486283 0.00339169
internal_count=3910 2692 1218 1810 1478 1059
is_linear=0
shrinkage=0.00196078


Tree=7248
num_leaves=8
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split_feature=1 12 2 49 52 3 2
split_gain=1.01209e-05 1.72829e-05 2.78127e-05 4.35044e-05 5.29237e-05 4.25546e-05 4.22729e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.047894999999999993 -0.0066199999999999991 -0.075954999999999981 0.10137500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 6 -7 -8
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leaf_weight=0.0011058003116984146 0.0011161480108491341 0.001247769838303916 0.0011279568720906591 0.0010563532735121802 0.0010053274352634961 0.0010741084681242766 0.0010648183563599957
leaf_count=1062 331 522 278 609 569 296 243
internal_value=0 -0.00133644 0.000752291 0.00545844 -0.000615373 -0.00843255 0.00867857
internal_weight=0 0.00768213 0.00643436 0.00425446 0.0031265 0.00217991 0.00207015
internal_count=3910 3579 3057 1699 1421 1358 812
is_linear=0
shrinkage=0.1


Tree=7249
num_leaves=8
num_cat=0
split_feature=11 43 42 43 16 2 4
split_gain=5.08716e-05 4.50711e-05 5.74548e-05 3.92384e-05 5.41947e-05 4.91173e-05 7.88807e-05
threshold=0.077330000000000024 -0.17307499999999998 0.086325000000000013 0.0016850000000000001 0.050115000000000007 0.11339500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0003777332876906094 -0.00042149601206536411 -8.1794757035036285e-05 -0.00036559314438100704 0.00035458188397693416 -0.00039562007072931158 -0.00025114934414035845 0.00058563284915820284
leaf_weight=0.0013306255123686885 0.0010007854943645074 0.0014246787334935324 0.0014454437302646086 0.0014212603307829598 0.0011147447828945864 0.001115921699325713 0.0013038850067256962
leaf_count=233 279 960 1329 358 312 205 234
internal_value=0 4.41125e-05 -1.26123e-05 6.73524e-05 -1.49644e-05 9.54103e-05 0.000237146
internal_weight=0 0.00915656 0.00782593 0.00638049 0.00495923 0.00384449 0.00272856
internal_count=3910 3631 3398 2069 1711 1399 1194
is_linear=0
shrinkage=0.00196078


Tree=7250
num_leaves=8
num_cat=0
split_feature=11 43 42 43 2 0 2
split_gain=2.22857e-05 2.87764e-05 4.13539e-05 2.19462e-05 5.64453e-05 5.69964e-05 2.83417e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.086325000000000013 -0.0037249999999999996 0.085255000000000011 -0.13506999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00029629273925540952 -0.00027748725389336307 -0.00020814940578843506 -0.00032761386995137822 0.00048182490620923401 1.2221055763627955e-05 0.00029080510487388024 -0.00041195596574022757
leaf_weight=0.0012910171309349202 0.0010411961235025904 0.0010609926633412042 0.0013775443413748386 0.0011600307398917245 0.0012320592101227289 0.00149255169568825 0.0011910645650296224
leaf_count=231 304 1096 1320 248 145 429 137
internal_value=0 2.58636e-05 -2.05987e-05 4.8319e-05 0.00010193 -1.06156e-05 -0.000196279
internal_weight=0 0.00880526 0.00751424 0.0061367 0.00507571 0.00391568 0.00242312
internal_count=3910 3606 3375 2055 959 711 282
is_linear=0
shrinkage=0.00196078


Tree=7251
num_leaves=6
num_cat=0
split_feature=1 2 3 2 15
split_gain=9.46694e-06 2.23851e-05 1.61387e-05 3.83081e-05 2.84548e-05
threshold=0.076710000000000014 0.096540000000000015 0.076695000000000013 1.0000000180025095e-35 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.014170502361635971 -0.00097536492981992835 0.0035872980940873629 0.0050865356803759115 0.022534363488278093 -0.01494974523791593
leaf_weight=0.0013434476419081835 0.0019604879525150394 0.0015052355650582868 0.0017424206154139461 0.0010721335921793172 0.0011948427918823615
leaf_count=1452 899 556 265 494 244
internal_value=0 -0.00478733 0.00221913 0.00733611 -0.00306398
internal_weight=0 0.00284868 0.00596988 0.00303262 0.00293726
internal_count=3910 2008 1902 1393 509
is_linear=0
shrinkage=0.1


Tree=7252
num_leaves=6
num_cat=0
split_feature=51 1 13 2 2
split_gain=1.03362e-05 2.28678e-05 2.77215e-05 5.59489e-05 2.62266e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.0038299999999999996 0.097360000000000016 0.091250000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0081689205051106613 -0.024298886956350227 0.010718362271800261 0.011444692915087035 0.0040424116932900791 -0.0061157150246832215
leaf_weight=0.0013064882841668912 0.0015227691364137592 0.0012773659331583882 0.0015944248384683727 0.0012837815387492749 0.0018228357354325667
leaf_count=515 1720 451 448 383 393
internal_value=0 -0.00146923 -0.0039706 -0.0113349 0.00207762
internal_weight=0 0.00750118 0.00622381 0.00280655 0.00341726
internal_count=3910 3395 2944 2103 841
is_linear=0
shrinkage=0.1


Tree=7253
num_leaves=8
num_cat=0
split_feature=11 16 2 0 12 0 1
split_gain=2.63133e-05 3.64001e-05 3.71338e-05 9.0034e-05 4.32863e-05 3.43547e-05 2.61968e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.029849999999999998 0.088325000000000015 -0.12329499999999999 0.11183500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00029485180307035913 -0.00030521775383248942 0.00021742135375597295 0.00052884826186750267 -0.00044124768517852359 0.0003831901835408101 -0.0002384354404621057 8.1037475886330942e-05
leaf_weight=0.0011752015699213322 0.0010286248586390276 0.0012003077228731839 0.0010028971244623174 0.0013780282944285734 0.0016550935597465194 0.0013510242147491466 0.0010061003287697961
leaf_count=380 304 161 346 203 1182 1099 235
internal_value=0 2.62761e-05 7.59755e-05 -6.26663e-06 0.000136234 -2.39716e-05 0.000304586
internal_weight=0 0.00876865 0.00759345 0.00558445 0.00420643 0.00255133 0.002009
internal_count=3910 3606 3226 2645 2442 1260 581
is_linear=0
shrinkage=0.00196078


Tree=7254
num_leaves=7
num_cat=0
split_feature=151 52 13 3 49 0
split_gain=9.65393e-06 2.11069e-05 4.57998e-05 3.30573e-05 5.16681e-05 2.79963e-05
threshold=-0.084129999999999996 0.11401500000000002 -0.094679999999999986 -0.082139999999999977 -0.010424999999999999 -0.098179999999999976
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.0092754291935463334 0.016865219083702962 -0.012266797822663296 0.0093417375527698604 -0.026294851866762864 0.013222826537544308 -0.009324456423033976
leaf_weight=0.0010037814195482846 0.0017936526360689958 0.0010204013680067802 0.0017441424893462503 0.0010254726320559769 0.0010024678504287183 0.0012219776150214066
leaf_count=423 365 620 1188 211 175 928
internal_value=0 0.0011428 0.00315868 -0.00176413 -0.00772434 0.000836695
internal_weight=0 0.00780811 0.00678771 0.00499406 0.00324992 0.00222445
internal_count=3910 3487 2867 2502 1314 1103
is_linear=0
shrinkage=0.1


Tree=7255
num_leaves=7
num_cat=0
split_feature=52 160 13 13 43 0
split_gain=1.10379e-05 3.12293e-05 2.2685e-05 4.58414e-05 2.2776e-05 2.11439e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -1.0000000180025095e-35 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=-0.0067828053209863029 -0.018023770927366071 -0.012342742324899361 0.022511505134377212 -0.013269502352948177 0.0053409241947784359 0.011014200381117171
leaf_weight=0.0010146763293260455 0.00106775117315068 0.0010172257997665924 0.0010256369611164997 0.001115771195315708 0.0016014686678756938 0.0019513840983103872
leaf_count=128 924 127 484 705 480 1062
internal_value=0 -0.00256767 0.000899323 0.0044982 -0.00230101 0.00492592
internal_weight=0 0.00582785 0.0047601 0.00374288 0.00271724 0.00296606
internal_count=3910 2720 1796 1669 1185 1190
is_linear=0
shrinkage=0.1


Tree=7256
num_leaves=7
num_cat=0
split_feature=1 0 133 1 12 3
split_gain=9.43141e-06 2.50892e-05 4.1109e-05 1.92286e-05 2.30708e-05 6.04222e-05
threshold=0.088010000000000019 -0.084074999999999997 1.0000000180025095e-35 0.096035000000000023 0.090840000000000018 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=-0.015260195204465249 0.013770059324310358 0.013214995319945423 -0.013192623908085505 0.022277414725572039 -0.012152002617144294 -0.0082061865120702602
leaf_weight=0.0012711109188028747 0.0012084112001715633 0.0013996760486958471 0.0010184080190893574 0.0011151990375480041 0.0012069028562232474 0.001559509670467875
leaf_count=1213 454 536 576 448 405 278
internal_value=0 -0.00388599 0.00209308 0.00275436 -0.000675019 0.00450371
internal_weight=0 0.00368919 0.00241808 0.00509002 0.00388161 0.00267471
internal_count=3910 2325 1112 1585 1131 726
is_linear=0
shrinkage=0.1


Tree=7257
num_leaves=6
num_cat=0
split_feature=52 151 16 4 52
split_gain=9.28653e-06 2.89883e-05 3.69571e-05 3.93641e-05 2.14634e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.15168999999999996 -0.077679999999999985 -0.088354999999999989
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0015811170009465002 -0.017331485261022919 0.011707426842118167 0.0025687782124003194 -0.022002413128483875 0.016396490038702898
leaf_weight=0.0019552941790529571 0.0010572743024189002 0.0019149231185239925 0.0018100179412494869 0.0010190984151352946 0.0010056680220515823
leaf_count=849 372 488 921 939 341
internal_value=0 -0.00235781 0.000979278 -0.00628221 0.00452484
internal_weight=0 0.00580131 0.00474404 0.00282912 0.00296096
internal_count=3910 2720 2348 1860 1190
is_linear=0
shrinkage=0.1


Tree=7258
num_leaves=8
num_cat=0
split_feature=11 16 2 4 2 15 43
split_gain=3.01728e-05 4.44206e-05 4.33319e-05 0.000105505 4.57929e-05 4.43636e-05 2.92621e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.23071499999999998 0.089910000000000004 -0.017214999999999998 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -4 -5
right_child=-2 2 5 4 -6 -7 -8
leaf_value=-0.00032970671573929534 -0.0003278961709037066 -0.00058613656343610573 3.6586826615279289e-05 0.00018217993414742159 0.00044182789495586852 0.00061574528524163858 -0.00017328678519678203
leaf_weight=0.0011974350711416995 0.0010591388987741699 0.001010990491812391 0.0010319897435234703 0.0017327972422484998 0.0012039823028592404 0.001002441188661204 0.001831386125495387
leaf_count=380 304 140 387 791 638 194 1076
internal_value=0 2.19624e-05 7.58558e-05 -1.07801e-05 0.000111212 0.00032196 -4.69708e-07
internal_weight=0 0.00901102 0.00781359 0.00577916 0.00476817 0.00203443 0.00356418
internal_count=3910 3606 3226 2645 2505 581 1867
is_linear=0
shrinkage=0.00196078


Tree=7259
num_leaves=7
num_cat=0
split_feature=52 52 52 13 2 2
split_gain=1.3492e-05 3.13544e-05 2.28941e-05 2.72996e-05 5.60892e-05 5.1581e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0066199999999999991 -0.0038299999999999996 0.091250000000000012 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.0002221921686020013 0.00028343657802147571 -0.00028362159170013508 -0.00045077716598914493 0.00040974391240452656 -0.00010414226795389221 0.00011188267244474363
leaf_weight=0.0010048047118814173 0.0014239733234543469 0.0011891674538708225 0.0011262684267660473 0.001515800921150336 0.0017702716311347728 0.0014114001658891713
leaf_count=449 522 527 1111 375 337 589
internal_value=0 1.81676e-05 -3.56954e-05 1.49294e-05 0.000132903 -0.000137837
internal_weight=0 0.00843688 0.00701291 0.00582374 0.00328607 0.00253767
internal_count=3910 3461 2939 2412 712 1700
is_linear=0
shrinkage=0.00196078


Tree=7260
num_leaves=7
num_cat=0
split_feature=11 13 49 2 1 3
split_gain=2.35628e-05 2.66859e-05 3.13216e-05 3.00801e-05 4.23802e-05 3.86299e-05
threshold=1.0000000180025095e-35 0.083175000000000013 -0.07107999999999999 0.089070000000000024 0.090355000000000005 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.00030141864668767614 -0.0002864673188773935 0.0002696924599229111 -0.0003916348470449211 0.00033804459699771842 0.00012988432390993168 -6.9339162592803785e-05
leaf_weight=0.0012565561760663575 0.0010170366630220156 0.0014712136702326765 0.0011999864927857162 0.0019610319711887473 0.0011963265847786204 0.0016460767218248198
leaf_count=315 304 315 1129 1109 533 205
internal_value=0 2.88886e-05 -1.99096e-05 3.90121e-05 -0.000131274 0.000152138
internal_weight=0 0.00873119 0.00725998 0.00600342 0.00239631 0.00360711
internal_count=3910 3606 3291 2976 1662 1314
is_linear=0
shrinkage=0.00196078


Tree=7261
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=2.78696e-05 3.92301e-05 7.04795e-05 5.5112e-05 4.40062e-05 6.56878e-05 0.000102041
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.074254999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00018069529642954004 -0.0003089974139057488 -8.6203837525986472e-05 0.00055125476461581125 0.00032217869483673492 8.9506066518405496e-05 2.0261585352656907e-05 -0.00079560255871324371
leaf_weight=0.0012075622205008118 0.0010381473761931171 0.0013468400836320201 0.0013207539936263052 0.0012018310747371344 0.0013951058442537604 0.0010328687809906816 0.0013726664275504883
leaf_count=438 304 114 591 421 792 142 1108
internal_value=0 3.05347e-05 0.000229409 -5.4894e-05 -0.000145381 -0.000248984 -0.000445294
internal_weight=0 0.00887763 0.00266759 0.00621003 0.0050082 0.00380064 0.00240554
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=7262
num_leaves=8
num_cat=0
split_feature=457 1 151 1 1 133 16
split_gain=2.87793e-05 3.65527e-05 3.61196e-05 4.73924e-05 7.60869e-05 5.34714e-05 8.20991e-05
threshold=0.088055000000000008 0.12864500000000004 -0.0080899999999999982 0.10373000000000002 0.088495000000000018 1.0000000180025095e-35 -0.013279999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0003686032506880639 0.00030362608597609347 0.00028640193998605328 -0.00020651012046671782 0.00024726365832152024 -0.00060818368811835634 -0.00031333011756176578 0.00052728083316025691
leaf_weight=0.001477190582210749 0.0010111505067677664 0.0011198678083365584 0.0011199564378086791 0.0017450776859082853 0.0010093264614387584 0.00133924915596082 0.0012300406883623866
leaf_count=501 204 306 824 392 493 877 313
internal_value=0 -4.518e-05 -9.20598e-05 -2.8663e-05 -0.000131144 -6.32258e-07 0.000177572
internal_weight=0 0.00904071 0.00792084 0.00644365 0.00469857 0.00368925 0.00235
internal_count=3910 3706 3400 2899 2507 2014 1137
is_linear=0
shrinkage=0.00196078


Tree=7263
num_leaves=6
num_cat=0
split_feature=51 1 13 133 4
split_gain=1.03588e-05 2.31964e-05 2.75128e-05 5.38241e-05 2.63138e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.0038299999999999996 0.083815000000000014 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
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leaf_value=0.0081110923355087999 -0.021890157126273985 0.010761909659393568 -0.0057530823745047099 0.006828572384300468 0.011886005612660256
leaf_weight=0.0013191436906264658 0.0017782296925723631 0.0012809743519275824 0.0019257464771996174 0.00103095164292753 0.0015079964271342895
leaf_count=515 1250 451 639 853 202
internal_value=0 -0.0014959 -0.00401106 -0.0113506 0.00199347
internal_weight=0 0.0075239 0.00624292 0.00280918 0.00343374
internal_count=3910 3395 2944 2103 841
is_linear=0
shrinkage=0.1


Tree=7264
num_leaves=7
num_cat=0
split_feature=15 43 42 16 0 16
split_gain=1.01562e-05 2.33328e-05 3.43725e-05 3.32582e-05 3.77839e-05 5.93644e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.15100500000000003 -0.084304999999999977 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=-0.0073755430622102925 0.013856615649884356 -0.012905765747206472 -0.016511191094212875 -0.011942622269067785 0.021771394152444164 0.01875488681322075
leaf_weight=0.0015610967368318322 0.0012651212087314142 0.0014330067484900166 0.0011644768932913248 0.0011837465770121987 0.0012128082692919716 0.0010093705606573204
leaf_count=614 233 539 1204 323 663 334
internal_value=0 0.0015144 -0.00108652 0.00262539 0.0073433 0.000178753
internal_weight=0 0.00726853 0.00600341 0.00483893 0.00365519 0.00244238
internal_count=3910 3296 3063 1859 1536 873
is_linear=0
shrinkage=0.1


Tree=7265
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=4.02691e-05 3.12702e-05 4.2632e-05 8.53001e-05 5.03371e-05 4.60837e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00026190211452819834 -0.00037871783753294039 -0.00042382276214123139 0.00032965456648773636 0.00028032008022683096 0.00041611944528826362 -0.00024981903357467025
leaf_weight=0.0011766339352829499 0.0010077860849611849 0.0014040097875029633 0.0019698006981235241 0.0010735000256824211 0.0015419283131906649 0.0015273688155882494
leaf_count=380 304 536 581 142 1057 910
internal_value=0 3.5329e-05 8.1857e-05 -6.14176e-06 0.000135412 -3.10059e-05
internal_weight=0 0.00869324 0.00751661 0.00554681 0.0041428 0.00260087
internal_count=3910 3606 3226 2645 2109 1052
is_linear=0
shrinkage=0.00196078


Tree=7266
num_leaves=7
num_cat=0
split_feature=11 16 2 4 2 3
split_gain=1.83367e-05 3.24514e-05 5.18749e-05 8.47076e-05 4.39834e-05 5.29027e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 0.089910000000000004 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
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leaf_count=380 304 536 581 1138 611 360
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internal_weight=0 0.00871594 0.00754533 0.00555552 0.00412976 0.00304483
internal_count=3910 3606 3226 2645 2109 1498
is_linear=0
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Tree=7267
num_leaves=8
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split_feature=47 43 16 16 16 4 4
split_gain=1.41194e-05 2.97547e-05 3.67914e-05 3.60332e-05 3.97897e-05 2.27045e-05 5.06981e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011675134135769949 0.001003597542869039 0.0010128540668012062 0.0015438257761115097 0.0010971314066577061 0.0014664383020583037 0.0011529688750079544 0.001053569042720495
leaf_count=261 179 246 504 451 1536 384 349
internal_value=0 1.76283e-05 -2.86969e-05 4.30941e-05 -3.1799e-05 -0.000126682 -2.24056e-05
internal_weight=0 0.0084943 0.00732679 0.00578296 0.00468583 0.00367298 0.00252001
internal_count=3910 3731 3470 2966 2515 2269 1885
is_linear=0
shrinkage=0.00196078


Tree=7268
num_leaves=7
num_cat=0
split_feature=11 13 39 16 4 52
split_gain=2.22341e-05 2.23506e-05 6.46302e-05 5.57763e-05 4.10092e-05 5.52124e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.032604999999999995 -0.081429999999999989
decision_type=2 2 2 2 2 2
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leaf_weight=0.0019251490978437792 0.0010358178720763509 0.0013963840360843062 0.0010981558229644717 0.0017060137961063086 0.0010160274695123553 0.0017019463872101999
leaf_count=389 304 230 387 1463 371 766
internal_value=0 2.84047e-05 -2.3593e-05 -0.000105911 1.92727e-06 0.000151493
internal_weight=0 0.00884368 0.00691853 0.00582037 0.00442399 0.00271797
internal_count=3910 3606 3217 2830 2600 1137
is_linear=0
shrinkage=0.00196078


Tree=7269
num_leaves=7
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split_feature=52 4 4 2 2 1
split_gain=9.80498e-06 5.44063e-05 3.48896e-05 2.14584e-05 7.67865e-05 4.58571e-05
threshold=0.11110500000000002 -0.34687499999999999 -0.083329999999999987 0.089910000000000004 0.10796500000000002 0.095575000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010077425906981439 0.0013835469283220636 0.0010682697966095606 0.001138936410785115 0.0012952184773776119 0.0015921116001490364 0.0013873427172459791
leaf_count=245 673 537 1022 554 547 332
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internal_weight=0 0.00748962 0.00648188 0.00541361 0.00288733 0.00252628
internal_count=3910 3237 2992 2455 1101 1354
is_linear=0
shrinkage=0.1


Tree=7270
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 51
split_gain=8.56347e-06 2.24005e-05 1.64779e-05 3.74504e-05 2.93426e-05 3.39313e-05
threshold=0.076710000000000014 -0.070894999999999986 0.082085000000000019 -0.27337499999999998 -0.055679999999999993 -0.09021499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.015687985087519635 -0.017304828635645659 0.002494521304739236 0.011886829753947416 0.014575347345043269 0.0091954024947365157 -0.016390158700406787
leaf_weight=0.0011090058499463062 0.001054276611406032 0.0017416570475369971 0.0013322686168771667 0.0015394844406183793 0.001032516891713673 0.0010408572874968994
leaf_count=1642 280 366 362 495 285 480
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internal_weight=0 0.00285066 0.0059994 0.00466714 0.00361286 0.00207337
internal_count=3910 2008 1902 1540 1260 765
is_linear=0
shrinkage=0.1


Tree=7271
num_leaves=7
num_cat=0
split_feature=4 42 4 4 43 13
split_gain=9.70343e-06 1.64814e-05 3.08465e-05 3.44978e-05 3.67208e-05 6.29908e-05
threshold=0.27608500000000008 0.088465000000000002 0.074650000000000008 0.0057500000000000008 0.0016850000000000001 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.010894132342740689 0.0079935731208026408 -0.011305321629089924 -0.014834436387341219 0.019164066165566707 0.015729720838243248 -0.018757809065349771
leaf_weight=0.0012450018880221505 0.0012793645596120345 0.001379711498179211 0.0010497166502364116 0.0011583779776102327 0.0010363586322572546 0.001687460424763575
leaf_count=1030 441 1042 204 234 249 710
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internal_weight=0 0.00755663 0.00617692 0.0051272 0.00396882 0.00293246
internal_count=3910 3469 2427 2223 1989 1740
is_linear=0
shrinkage=0.1


Tree=7272
num_leaves=8
num_cat=0
split_feature=11 16 2 43 16 13 15
split_gain=2.54878e-05 2.54619e-05 5.71551e-05 8.51944e-05 8.3023e-05 4.99257e-05 4.27744e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00024024710318582709 -0.00029773692577571135 0.00044010118712108873 6.5964135980934975e-05 -0.00054027885116851354 0.00018026122604701973 -0.00032372823718549175 0.00063630503384786233
leaf_weight=0.0012077214398005373 0.0010538396329798716 0.0016072210925206936 0.0010177500234227308 0.001045378694558969 0.0013152495751888684 0.0017762308801590214 0.0010045842739865381
leaf_count=380 304 548 387 461 1149 487 194
internal_value=0 2.46065e-05 6.57927e-05 -3.40148e-05 7.86201e-05 -0.000109309 0.000349278
internal_weight=0 0.00897414 0.00776641 0.00574408 0.0046987 0.00309148 0.00202233
internal_count=3910 3606 3226 2645 2184 1636 581
is_linear=0
shrinkage=0.00196078


Tree=7273
num_leaves=8
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split_feature=52 52 160 1 1 1 43
split_gain=1.776e-05 3.1598e-05 2.77922e-05 2.38482e-05 3.60749e-05 2.97794e-05 3.50358e-05
threshold=-0.24456499999999998 -0.081429999999999989 1.0000000180025095e-35 0.11561500000000001 0.096035000000000023 0.085110000000000005 0.0016850000000000001
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00024899737345080689 0.0002900579706911649 -0.00028302717432185349 -0.00032671372208587836 0.00025673879599026573 -0.00031095531096266769 0.00032728824406491467 0.00020642590955820923
leaf_weight=0.0010126123795385347 0.0014438287134210951 0.0012505039959240024 0.0010255027487691554 0.0013084545430173357 0.0013680399150412621 0.0011236143287281604 0.0010216528046075944
leaf_count=449 522 1138 310 394 298 429 370
internal_value=0 2.56386e-05 -2.81496e-05 2.22728e-05 -4.21269e-05 6.61749e-05 -6.29494e-05
internal_weight=0 0.0085416 0.00709777 0.00607227 0.00476381 0.00339577 0.00227216
internal_count=3910 3461 2939 2629 2235 1937 1508
is_linear=0
shrinkage=0.00196078


Tree=7274
num_leaves=7
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split_feature=11 16 2 4 12 0
split_gain=2.58218e-05 2.57397e-05 5.15425e-05 8.72008e-05 5.08058e-05 5.98622e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00024008381682127767 -0.00030134432774641166 -0.00044360067757868798 0.00034198473575419925 0.0003038930190090328 0.00039694844741938604 -0.00029684518327431788
leaf_weight=0.0011957376764859294 0.0010261672470838487 0.0014341351408085554 0.0019743050856420585 0.0010837905282470427 0.0015597971682434256 0.0015495287110774219
leaf_count=380 304 536 581 142 1057 910
internal_value=0 2.73342e-05 6.93995e-05 -2.62363e-05 0.000116511 -4.96004e-05
internal_weight=0 0.00879729 0.00760156 0.00562725 0.00419312 0.00263332
internal_count=3910 3606 3226 2645 2109 1052
is_linear=0
shrinkage=0.00196078


Tree=7275
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 3
split_gain=8.82329e-06 2.72576e-05 2.18769e-05 3.6304e-05 6.65442e-05 4.53152e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.11561500000000001 -0.10303999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015079571310110847 0.0012149202225820842 0.0010848079153253859 0.0011793066993574962 0.0011625668963355954 0.0011898816537284861 0.0015297702809827156
leaf_count=350 487 456 305 302 1381 629
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internal_weight=0 0.00765429 0.00656948 0.00506153 0.00389896 0.00271965
internal_count=3910 3423 2967 2617 2315 2010
is_linear=0
shrinkage=0.1


Tree=7276
num_leaves=8
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split_feature=11 3 47 12 52 15 4
split_gain=1.91229e-05 2.48622e-05 2.55552e-05 4.33547e-05 3.82491e-05 2.0963e-05 5.4164e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.086935000000000012 -0.0066199999999999991 -0.095799999999999982 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -3
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.00029506964210977623 -0.00025999410280031453 -0.00010416594743062842 -0.0003839107268226297 -0.00019425548519969222 0.00040380283265110077 5.6776481220460171e-06 9.9735336318195657e-05
leaf_weight=0.0011286407908566764 0.0010214548354498055 0.0010021404947833468 0.0011183208029164533 0.0017963713108905578 0.0016074443096371115 0.0010111058101708145 0.0010013660483988377
leaf_count=222 304 535 253 1480 699 250 167
internal_value=0 2.36632e-05 -1.69803e-05 5.467e-05 0.000178505 -0.000198924 -2.25471e-06
internal_weight=0 0.00866539 0.00753675 0.00540732 0.00361095 0.00212943 0.00200351
internal_count=3910 3606 3384 2881 1401 503 702
is_linear=0
shrinkage=0.00196078


Tree=7277
num_leaves=7
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split_feature=4 12 160 13 2 4
split_gain=9.15949e-06 1.69262e-05 2.93813e-05 3.06803e-05 4.16176e-05 2.05897e-05
threshold=0.27608500000000008 -0.023959999999999995 -1.0000000180025095e-35 -0.083514999999999992 0.090815000000000021 0.0051950000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.01302652151417138 0.0077498107412047731 -0.013356666375243506 0.01480807805154607 -0.0019829703085846367 -0.014040327244665635 0.018067128175875562
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leaf_count=312 441 1031 540 837 647 102
internal_value=0 -0.0013903 0.000527939 0.00377854 -0.00149477 0.00780075
internal_weight=0 0.00758307 0.00650991 0.00527496 0.00356872 0.00204988
internal_count=3910 3469 3157 2126 1586 939
is_linear=0
shrinkage=0.1


Tree=7278
num_leaves=7
num_cat=0
split_feature=11 2 52 2 2 43
split_gain=2.4875e-05 2.5605e-05 3.21115e-05 3.76948e-05 3.96163e-05 2.85799e-05
threshold=1.0000000180025095e-35 0.089910000000000004 -0.048794999999999991 0.10393500000000001 0.11578500000000001 -0.074254999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=8.3573467861450978e-05 -0.00028768907633506537 0.00033196161732882849 0.00026544804121584676 -0.0004288463691074244 0.00010886208599468934 -0.00025793732716397513
leaf_weight=0.0018200297597336795 0.0010596223509118105 0.0017872900545110411 0.0013382261209318137 0.0010356167439690314 0.0010721916208702316 0.0019531899749602672
leaf_count=862 304 569 503 197 317 1158
internal_value=0 2.99168e-05 0.00011869 8.07596e-06 -0.000155327 -9.3208e-05
internal_weight=0 0.00900654 0.00523332 0.00344603 0.00210781 0.00377322
internal_count=3910 3606 1586 1017 514 2020
is_linear=0
shrinkage=0.00196078


Tree=7279
num_leaves=6
num_cat=0
split_feature=1 2 47 48 4
split_gain=8.27444e-06 1.83459e-05 1.53478e-05 4.23624e-05 4.58676e-05
threshold=0.076710000000000014 0.096540000000000015 0.09252500000000001 0.086215000000000014 -0.0086749999999999969
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.013018435812125306 -0.0040102404849268565 0.0030300389466701798 -0.0059254080082053722 -0.010864714990887724 0.020977056779049291
leaf_weight=0.00134070011735631 0.0011927965775008159 0.001519757238293037 0.0017243139130603304 0.0011820902578300414 0.0019125270807022396
leaf_count=1452 747 556 328 263 564
internal_value=0 -0.0044919 0.00204192 0.00524622 0.0113791
internal_weight=0 0.00286046 0.00601173 0.00428741 0.00310532
internal_count=3910 2008 1902 1574 1311
is_linear=0
shrinkage=0.1


Tree=7280
num_leaves=8
num_cat=0
split_feature=12 52 12 48 0 0 2
split_gain=1.4827e-05 2.32027e-05 4.34643e-05 4.47517e-05 5.71123e-05 4.208e-05 3.78801e-05
threshold=0.10595000000000002 0.067395000000000024 0.093870000000000023 0.083775000000000002 -0.10071499999999999 -0.19631499999999999 0.096540000000000015
decision_type=2 2 2 2 2 2 2
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leaf_value=5.4515372980470474e-06 -0.00022618759240496857 -6.2537320503142527e-05 0.00032849186092422122 -0.00015636048177273683 -0.00053261906823453642 0.00039640839260173465 0.00044063765703623365
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leaf_count=305 391 934 390 82 1151 398 259
internal_value=0 2.13748e-05 -4.12035e-05 -0.000114343 -0.000267173 0.00010386 0.000189459
internal_weight=0 0.008481 0.00618013 0.00515941 0.00303423 0.00212518 0.00230088
internal_count=3910 3519 2326 1936 1456 480 1193
is_linear=0
shrinkage=0.00196078


Tree=7281
num_leaves=7
num_cat=0
split_feature=49 47 15 2 52 16
split_gain=8.70166e-06 2.61672e-05 5.56475e-05 3.16078e-05 5.82289e-05 5.53706e-05
threshold=0.093945000000000015 0.09252500000000001 -0.09547499999999999 0.11005500000000001 0.086950000000000013 -0.078844999999999985
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013599862327235831 0.0010381434772645413 0.0013966880553427166 0.0013206639092316168 0.0011473261690688828 0.0010154119332675491 0.0015935823196767491
leaf_count=463 527 296 575 331 717 1001
internal_value=0 -0.00120155 0.00149064 -0.00332159 -0.00758503 -0.000399653
internal_weight=0 0.00783366 0.00643697 0.00507698 0.00392966 0.00291425
internal_count=3910 3383 3087 2624 2293 1576
is_linear=0
shrinkage=0.1


Tree=7282
num_leaves=7
num_cat=0
split_feature=12 52 13 1 1 12
split_gain=1.47429e-05 2.07625e-05 3.73368e-05 5.5558e-05 5.21144e-05 7.51267e-05
threshold=0.10595000000000002 0.091210000000000013 0.0024700000000000004 0.11097000000000001 0.094485000000000013 0.086865000000000012
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00842649 0.00665905 0.00558581 0.00418065 0.00304665
internal_count=3910 3519 2738 2327 1944 1657
is_linear=0
shrinkage=0.00196078


Tree=7283
num_leaves=8
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split_feature=11 3 12 52 15 48 13
split_gain=3.15187e-05 2.60054e-05 2.47981e-05 6.60398e-05 4.9002e-05 6.5947e-05 3.30841e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.086935000000000012 0.067395000000000024 -0.017214999999999998 0.083775000000000002 -0.093439999999999981
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00030913982069515728 -0.00033433733778485031 -0.00059730655299869949 9.4007617827326933e-05 0.00044298392287130388 0.00025724954907592365 3.670714049027077e-05 -0.00037519746637537605
leaf_weight=0.0011257164407670927 0.0010132681337198619 0.001046617523746837 0.0010015718633613131 0.0013268764441327643 0.0012419177636564115 0.0015874126886177853 0.0013654361888982085
leaf_count=222 304 414 134 442 457 339 1598
internal_value=0 3.10776e-05 -1.02733e-05 6.54232e-05 -6.38294e-05 -0.000215215 -0.000176659
internal_weight=0 0.00869555 0.00756983 0.00520282 0.00387595 0.00263403 0.00236701
internal_count=3910 3606 3384 1652 1210 753 1732
is_linear=0
shrinkage=0.00196078


Tree=7284
num_leaves=6
num_cat=0
split_feature=43 3 4 15 47
split_gain=1.1113e-05 2.50054e-05 2.15709e-05 3.52976e-05 3.70221e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.23071499999999998 -0.038029999999999987 0.077735000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0024335737850897992 -0.015149243584917869 0.015756768449129207 0.0023734739831442922 0.010549677743688949 -0.021865708934444953
leaf_weight=0.001932797685366187 0.0011193353327269909 0.0012408758995877353 0.0015945422462680919 0.0019463833308667787 0.0010418244331804024
leaf_count=1238 241 536 536 1139 220
internal_value=0 0.00467868 -0.0027041 0.000335626 -0.00720523
internal_weight=0 0.00317367 0.00570209 0.00458275 0.00263637
internal_count=3910 1774 2136 1895 756
is_linear=0
shrinkage=0.1


Tree=7285
num_leaves=7
num_cat=0
split_feature=47 43 16 16 2 49
split_gain=1.16797e-05 2.5692e-05 5.33237e-05 4.53957e-05 3.35276e-05 2.51963e-05
threshold=0.10436500000000001 -0.16369999999999998 0.15100500000000003 -0.0083999999999999995 0.085255000000000011 -0.0090499999999999973
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.01319018999682427 0.0079421432839262996 0.0084485327460481607 -0.022299822033456457 0.017330638935003344 8.3219906638552391e-05 -0.019932131456601193
leaf_weight=0.0010003376013557677 0.0015132009986243327 0.0012784331250257825 0.0012788722499727945 0.0012232375903009499 0.0010991884795669635 0.0014701382808762482
leaf_count=264 290 893 476 637 298 1052
internal_value=0 -0.00170541 -0.00405201 0.000549962 -0.00478477 -0.0113693
internal_weight=0 0.00735021 0.00634987 0.005071 0.00384776 0.00256933
internal_count=3910 3620 3356 2880 2243 1350
is_linear=0
shrinkage=0.1


Tree=7286
num_leaves=7
num_cat=0
split_feature=3 39 1 48 2 16
split_gain=1.01497e-05 2.69451e-05 2.95978e-05 4.8772e-05 4.46451e-05 6.23405e-05
threshold=0.13772500000000001 0.005105000000000001 0.11097000000000001 0.090910000000000005 0.085255000000000011 -0.010344999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0068439325847727082 0.0082984741228814083 0.013041118470384368 -0.016363170460949719 0.0191614473949385 -0.030455526416230311 0.0027758771529130446
leaf_weight=0.0017327653011397046 0.0012495010921935723 0.0011006349022647487 0.0014694707893039066 0.0010310390077309071 0.0011748805129784983 0.0010866108304483316
leaf_count=1010 239 424 267 277 996 697
internal_value=0 -0.00142743 -0.00387934 -0.000228878 -0.00523411 -0.0144884
internal_weight=0 0.0075954 0.00649477 0.0050253 0.00399426 0.00226149
internal_count=3910 3671 3247 2980 2703 1693
is_linear=0
shrinkage=0.1


Tree=7287
num_leaves=8
num_cat=0
split_feature=11 4 2 4 13 49 3
split_gain=3.50955e-05 4.81125e-05 7.22061e-05 7.05442e-05 4.58249e-05 5.22932e-05 4.82897e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.106285 -0.08422499999999998 -0.083514999999999992 -0.0092149999999999992 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -7
right_child=-2 4 -4 -5 5 6 -8
leaf_value=-0.00027412491239960177 -0.00035585449026962835 0.0002435606640532014 0.00063169506779182374 0.00029318625731522893 -0.00055905954170157714 0.00019370865145528545 -0.00035915959484678826
leaf_weight=0.0015230633918048432 0.0010004984716869532 0.0010980114898084198 0.0010321673474248221 0.0018865230868206286 0.0011498968845215403 0.0013639269464598867 0.0010950498064177389
leaf_count=546 279 416 286 1537 166 585 95
internal_value=0 3.0943e-05 0.000177319 3.97682e-05 -0.000107188 -0.000213904 -5.24987e-05
internal_weight=0 0.00914864 0.00444175 0.00340959 0.00470689 0.00360887 0.00245898
internal_count=3910 3631 2369 2083 1262 846 680
is_linear=0
shrinkage=0.00196078


Tree=7288
num_leaves=6
num_cat=0
split_feature=42 160 160 43 1
split_gain=1.03753e-05 2.71368e-05 2.53039e-05 3.93853e-05 4.39353e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.088785000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0075994599346454741 -0.0096137176553455356 0.022345330303095566 -0.0086683342725188527 0.015901436200938125 -0.0079817530683715977
leaf_weight=0.0015116571039638432 0.0016909140542377705 0.0013653290139212485 0.0011147861800130266 0.0013256294058359599 0.0018384721070069466
leaf_count=1060 1040 419 332 492 567
internal_value=0 0.0014989 0.00482805 0.00814979 0.00202433
internal_weight=0 0.00733513 0.00564422 0.00452943 0.0031641
internal_count=3910 2850 1810 1478 1059
is_linear=0
shrinkage=0.1


Tree=7289
num_leaves=7
num_cat=0
split_feature=11 3 47 49 13 2
split_gain=3.04539e-05 2.92518e-05 3.30749e-05 3.20326e-05 5.24738e-05 4.70096e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 -0.053904999999999988 -0.0041499999999999983 0.097135000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00032328138779689212 -0.00032141050693171064 -0.00020418817557039205 -0.00025516654233355413 -0.00010607877084613404 0.0005356192086292921 5.7681152675444155e-06
leaf_weight=0.0011550157250578624 0.001046454121249177 0.001395024978413849 0.0016741362782995489 0.0019885374593419914 0.0015483674064768538 0.0011019526365859433
leaf_count=222 304 396 371 1951 387 279
internal_value=0 3.22817e-05 -1.13234e-05 5.63323e-05 0.000134678 0.000315317
internal_weight=0 0.00886303 0.00770802 0.00603388 0.00463886 0.00265032
internal_count=3910 3606 3384 3013 2617 666
is_linear=0
shrinkage=0.00196078


Tree=7290
num_leaves=7
num_cat=0
split_feature=42 49 457 1 4 4
split_gain=9.95741e-06 2.31276e-05 3.72766e-05 2.44467e-05 3.65434e-05 4.44173e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.084715000000000013 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.020173637995575068 -0.0085706599993805952 -0.0027262000920686429 0.0063886818620456825 0.015810889240266229 -0.012874069890485158 0.023378345542544136
leaf_weight=0.0011176726845742828 0.0011884525888662826 0.0016998910907977433 0.0010019609140033189 0.0014520875825810549 0.0013347835262230183 0.0010571716809369244
leaf_count=501 843 643 204 302 496 921
internal_value=0 0.00126691 -0.0076175 0.00466372 0.000707892 0.00728336
internal_weight=0 0.00766357 0.00211963 0.00554393 0.00409185 0.00275706
internal_count=3910 3067 705 2362 2060 1564
is_linear=0
shrinkage=0.1


Tree=7291
num_leaves=8
num_cat=0
split_feature=50 42 51 47 1 43 0
split_gain=1.04947e-05 2.58874e-05 3.34905e-05 2.99141e-05 5.22816e-05 5.37384e-05 1.48159e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 0.10498500000000001 -0.073139999999999983 -0.099864999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.011825122528188441 -0.0093731635897556908 -0.012115495137919586 0.023362008662721336 -0.0071914301117623316 0.030653470030333044 0.0039431012162214054 -0.012550954121109299
leaf_weight=0.0012713333646140728 0.0010618632952647464 0.0011013361506162387 0.0010404713951998618 0.0011625994554381892 0.0010192949548158436 0.0010945584894697278 0.0010838659859770362
leaf_count=862 755 478 402 219 453 157 584
internal_value=0 0.0012256 0.00377736 0.00701825 0.0109162 0.00466617 -0.00426345
internal_weight=0 0.00777346 0.00650213 0.00540079 0.00423819 0.0032189 0.00217842
internal_count=3910 3155 2293 1815 1596 1143 741
is_linear=0
shrinkage=0.1


Tree=7292
num_leaves=6
num_cat=0
split_feature=47 13 43 52 2
split_gain=1.09397e-05 1.72391e-05 2.87963e-05 2.73934e-05 4.98869e-05
threshold=0.10436500000000001 -0.032264999999999995 -0.0037249999999999996 -0.081429999999999989 0.096750000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.019452271664057309 0.0077104516821766781 0.016599903332229174 0.0010193249377842433 0.0083597464397899886 -0.015814266844329142
leaf_weight=0.001207286007071946 0.0015088292519203133 0.0010202505373067185 0.0015947897556177347 0.0019858982750525717 0.0014973082257568942
leaf_count=1277 290 478 699 812 354
internal_value=0 -0.00164259 -0.00780095 0.00218917 -0.00203181
internal_weight=0 0.00730553 0.00280208 0.00450346 0.00348321
internal_count=3910 3620 1976 1644 1166
is_linear=0
shrinkage=0.1


Tree=7293
num_leaves=8
num_cat=0
split_feature=2 160 12 52 1 0 0
split_gain=9.83511e-06 3.26383e-05 3.31302e-05 8.03809e-05 2.986e-05 2.88116e-05 3.39305e-05
threshold=0.086650000000000019 0.084835000000000008 0.093375000000000014 0.091210000000000013 0.10134000000000001 -0.10575999999999998 -0.07773999999999999
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0094581424883187007 -0.019728703275154941 0.017119891684067658 -0.016546522313356907 0.026724743595285396 0.003691443638268017 -0.023733141026795551 0.00082456426822463615
leaf_weight=0.0010348519753914961 0.0010194797858002909 0.0012016110016839585 0.0010942808753850795 0.0010239649619819165 0.0011681885151745876 0.0010592884664348732 0.0011999434274244485
leaf_count=179 632 343 649 338 325 979 465
internal_value=0 0.00254731 -0.00151932 0.00360081 -0.00722263 -0.00436025 -0.0106898
internal_weight=0 0.00550753 0.00430591 0.00321163 0.00218767 0.00329408 0.00225923
internal_count=3910 2287 1944 1295 957 1623 1444
is_linear=0
shrinkage=0.1


Tree=7294
num_leaves=7
num_cat=0
split_feature=13 3 0 42 3 2
split_gain=9.56374e-06 3.01736e-05 3.86631e-05 4.31547e-05 2.50129e-05 4.27375e-05
threshold=0.17936000000000002 -0.115685 -0.052874999999999998 0.088235000000000022 0.084925000000000014 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.015037474864301278 -0.0090898181411289258 -0.01231413810069081 -0.018503852143788392 0.02057184088475919 0.015395791563931669 -0.0097559668242235206
leaf_weight=0.0013046449872103566 0.0010294800473351811 0.0016067118854926729 0.0011225423604781072 0.0010058513309935168 0.0014205660811946927 0.0012881952601620124
leaf_count=363 221 1635 377 939 178 197
internal_value=0 0.00116891 -0.00163896 0.00191871 -0.00242896 0.00343447
internal_weight=0 0.00774851 0.00644387 0.00532132 0.00431547 0.00270876
internal_count=3910 3689 3326 2949 2010 375
is_linear=0
shrinkage=0.1


Tree=7295
num_leaves=7
num_cat=0
split_feature=13 39 1 15 2 2
split_gain=1.17333e-05 2.58612e-05 2.38445e-05 2.90129e-05 5.53027e-05 4.22393e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11097000000000001 -1.0000000180025095e-35 0.090695000000000012 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
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leaf_value=0.0094487429528345261 -0.0068945676412759966 0.012799305720621082 -0.014051826558720623 0.0074382176037378111 0.023821920650883406 -0.018919781481813717
leaf_weight=0.0011363898697298756 0.0012323751125605945 0.0010922007647772786 0.0016900183047306424 0.0010534295039041821 0.0011177825534304749 0.001437812257217405
leaf_count=210 722 419 309 760 599 891
internal_value=0 -0.00144352 -0.00382524 -0.000255385 0.00771482 -0.00777422
internal_weight=0 0.00762362 0.00653142 0.0048414 0.00235016 0.00249124
internal_count=3910 3700 3281 2972 1321 1651
is_linear=0
shrinkage=0.1


Tree=7296
num_leaves=8
num_cat=0
split_feature=11 160 13 12 3 16 2
split_gain=2.9372e-05 2.94471e-05 4.00944e-05 2.95695e-05 8.03013e-05 3.71268e-05 8.53578e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.086935000000000012 -0.015064999999999997 -0.095109999999999986 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00034038650013809238 -0.00031995484256059508 -0.00027951966276912527 0.0005687838464211671 -0.0002206436206183999 0.00021232747466697863 0.0001769659481580491 -0.0006129190491932793
leaf_weight=0.001687904062682084 0.0010199624579247781 0.0010309300079818975 0.0010091896094939464 0.0016997715129500272 0.0011979791260303073 0.0010463488828972327 0.001057660462597598
leaf_count=346 304 362 766 1570 210 118 234
internal_value=0 3.16862e-05 7.33588e-05 -1.62391e-06 8.47292e-05 -6.32129e-05 -0.0002201
internal_weight=0 0.00872978 0.00769885 0.00601095 0.00431118 0.00330199 0.00210401
internal_count=3910 3606 3244 2898 1328 562 352
is_linear=0
shrinkage=0.00196078


Tree=7297
num_leaves=6
num_cat=0
split_feature=0 43 13 2 4
split_gain=1.19547e-05 3.09504e-05 2.86563e-05 3.04849e-05 2.34794e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.057284999999999996 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013376762980995834 0.0069622534611280184 0.012006284019554914 -0.0071701911577505585 -0.017509900868620441 0.013550235749733162
leaf_weight=0.0017684526274769612 0.0019109806549291409 0.0018268394316875939 0.0011019474414039757 0.0010660849074868961 0.001085682233982897
leaf_count=1184 446 1167 698 184 231
internal_value=0 -0.00198271 0.00198336 -0.00364413 0.00311299
internal_weight=0 0.00684901 0.00508055 0.00325371 0.00218763
internal_count=3910 3464 2280 1113 929
is_linear=0
shrinkage=0.1


Tree=7298
num_leaves=7
num_cat=0
split_feature=51 484 49 15 1 0
split_gain=9.9493e-06 2.87946e-05 1.71859e-05 2.99858e-05 3.0788e-05 4.8951e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.014775000000000002 0.11561500000000001 -0.077944999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0082589151190526049 -0.0084843356857227242 0.01649117153426077 -0.027875575109506452 0.009880201350066925 0.0061605877282158994 -0.0011564924238083884
leaf_weight=0.0014819424092361623 0.0012005263757958991 0.0010727387437662935 0.0013119444798826371 0.0011859592523981097 0.0010585596798102625 0.0014363921186399395
leaf_count=350 487 456 731 1199 288 399
internal_value=0 0.00131651 -0.00119761 -0.00400443 -0.00832989 -0.0139111
internal_weight=0 0.00754754 0.0064748 0.00499286 0.0038069 0.00274834
internal_count=3910 3423 2967 2617 1418 1130
is_linear=0
shrinkage=0.1


Tree=7299
num_leaves=7
num_cat=0
split_feature=4 12 150 4 3 1
split_gain=2.82041e-05 3.47658e-05 4.21865e-05 4.70662e-05 6.24247e-05 5.11084e-05
threshold=0.27608500000000008 -0.036459999999999992 0.086420000000000011 -0.032604999999999995 0.0066850000000000008 0.081005000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00037809305730167493 0.00025399802917061337 8.7434905890342954e-05 -0.00032917493106629058 1.312876695708264e-05 0.00059240078872960364 -0.00044142781387120447
leaf_weight=0.0010532466960381506 0.0014180934644877378 0.0019815691498434873 0.0012221043357528169 0.0017791352748536601 0.0011960818119040456 0.00108840776243007
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internal_value=0 -4.5164e-05 3.08731e-06 7.02579e-05 0.000246005 -0.000100064
internal_weight=0 0.00832055 0.0072673 0.00604519 0.00297522 0.00306998
internal_count=3910 3469 3169 2899 1157 1742
is_linear=0
shrinkage=0.00196078


Tree=7300
num_leaves=7
num_cat=0
split_feature=42 49 160 1 15 4
split_gain=1.00524e-05 2.61733e-05 2.16181e-05 1.9129e-05 2.97797e-05 2.74731e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.019875 0.11198000000000001 -0.07142999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.018073019936649403 -0.0086300521105700367 -0.012353279204228329 0.0022793538693716346 0.01483245868470124 -0.0016310007700755789 0.018000820443942491
leaf_weight=0.0010775913593674556 0.0011759385607294287 0.0011318454903544899 0.0010120679230869252 0.0014402466430765053 0.0016675826627006918 0.0012450405442430495
leaf_count=460 843 622 245 302 636 802
internal_value=0 0.00130755 -0.00821592 0.00493596 0.00141178 0.00676089
internal_weight=0 0.00757437 0.00208966 0.00548472 0.00404447 0.00291262
internal_count=3910 3067 705 2362 2060 1438
is_linear=0
shrinkage=0.1


Tree=7301
num_leaves=7
num_cat=0
split_feature=2 43 1 3 13 15
split_gain=1.00505e-05 2.4044e-05 4.81843e-05 4.53184e-05 1.98617e-05 1.40758e-05
threshold=0.099015000000000006 -0.17307499999999998 0.095575000000000007 0.082730000000000012 -0.089899999999999994 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.010930014061469005 0.014178144213200071 -0.022503974297685751 0.010169529322105957 0.0036829548675316875 0.00735345585595571 -0.0083665166016883494
leaf_weight=0.0010180140970466114 0.0012563123140490952 0.0018803077917936186 0.0012527114370226005 0.001018989159774114 0.0010178814150574723 0.0012933465513586999
leaf_count=180 254 1971 466 147 379 513
internal_value=0 -0.00284237 -0.00621916 -0.0133003 0.00405779 -0.00144333
internal_weight=0 0.00517002 0.00415201 0.0028993 0.00356754 0.00231123
internal_count=3910 2764 2584 2118 1146 892
is_linear=0
shrinkage=0.1


Tree=7302
num_leaves=7
num_cat=0
split_feature=16 15 15 2 133 1
split_gain=2.25325e-05 5.31093e-05 5.72251e-05 4.25448e-05 3.27766e-05 7.72538e-05
threshold=-0.50388999999999984 -0.11739999999999999 -0.09547499999999999 0.106285 1.0000000180025095e-35 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.00023522750808044571 -0.00044716856910471009 0.00043458211076071492 0.00028277954113160555 0.00022448235311181114 -0.00042039882654485577 -0.00030984341374302212
leaf_weight=0.0012876062529060895 0.0010897258181223196 0.0010753810755399782 0.0015075569000081589 0.0015679942672962221 0.0012508755211742195 0.001926371889966597
leaf_count=292 477 195 716 505 1007 718
internal_value=0 -4.32883e-05 1.67701e-05 -5.50868e-05 -0.000148658 -4.96712e-05
internal_weight=0 0.00841791 0.00732818 0.0062528 0.0046848 0.00343393
internal_count=3910 3618 3141 2946 2441 1434
is_linear=0
shrinkage=0.00196078


Tree=7303
num_leaves=7
num_cat=0
split_feature=42 0 1 49 2 12
split_gain=1.37006e-05 2.43193e-05 4.73969e-05 3.37872e-05 3.31731e-05 3.43738e-05
threshold=0.091955000000000023 -0.017269999999999997 0.11986000000000001 -0.0019649999999999997 0.096540000000000015 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00016621340262108287 -0.00019656851786664493 0.00022910759346582053 -0.00039920386875471866 -0.00019257344030596533 0.00044616894926329052 0.00029261871608290789
leaf_weight=0.0018517338529160797 0.0012478949619679101 0.0017449525343003888 0.0011152081586949091 0.0012301512962469908 0.0010827286159629267 0.0010326250350934203
leaf_count=582 843 364 231 659 406 825
internal_value=0 2.42205e-05 -3.24165e-05 4.62876e-05 0.000163907 2.88455e-05
internal_weight=0 0.0080574 0.00631245 0.00519724 0.0033455 0.00226278
internal_count=3910 3067 2703 2472 1890 1484
is_linear=0
shrinkage=0.00196078


Tree=7304
num_leaves=8
num_cat=0
split_feature=124 3 4 48 42 4 15
split_gain=1.904e-05 7.50246e-05 4.17768e-05 3.06826e-05 6.10014e-05 4.40923e-05 1.83738e-05
threshold=-0.018779999999999995 0.13772500000000001 -0.08422499999999998 0.087035000000000015 0.086325000000000013 0.10910000000000002 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.00025256694436960885 -0.00032309469010637765 0.00051765736322208569 0.00021534750713415643 -0.00021261962302557408 -0.00028621049634515065 -8.0778872080015249e-05 0.00056643704207260466
leaf_weight=0.0010610613673947928 0.0016048759265139875 0.0010473057734588023 0.0010988914310507136 0.0014692677347217641 0.0011048680620928198 0.0010877635722134297 0.0011977186122320354
leaf_count=325 711 205 539 399 1059 214 458
internal_value=0 2.58058e-05 -4.23011e-05 3.33284e-05 0.000113824 0.00024442 0.000398446
internal_weight=0 0.00861069 0.00756339 0.00595851 0.00448924 0.00338437 0.00229661
internal_count=3910 3585 3380 2669 2270 1211 997
is_linear=0
shrinkage=0.00196078


Tree=7305
num_leaves=6
num_cat=0
split_feature=0 43 160 4 1
split_gain=9.85139e-06 1.86049e-05 3.60542e-05 3.92006e-05 3.71445e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 0.041025000000000006 -1.0000000180025095e-35 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.009940726224492033 0.0068307894605326019 0.01879112275215063 -0.014720056917481761 -0.013088725102722402 0.011074603392231671
leaf_weight=0.0019660175248232175 0.0016868372517095023 0.0014812822079362082 0.0010801991952752894 0.0013450203877775056 0.0012071503524255711
leaf_count=1214 394 1276 286 450 290
internal_value=0 -0.00167312 0.00150547 0.00585083 -0.00165972
internal_weight=0 0.00707967 0.00511365 0.00403345 0.00255217
internal_count=3910 3516 2302 2016 740
is_linear=0
shrinkage=0.1


Tree=7306
num_leaves=8
num_cat=0
split_feature=50 12 133 49 16 12 2
split_gain=2.03805e-05 3.36472e-05 3.7104e-05 5.25981e-05 7.05625e-05 7.74347e-05 1.38433e-05
threshold=0.086465000000000014 -0.036459999999999992 0.084760000000000016 -0.00064499999999999985 -0.057604999999999996 0.051320000000000005 0.092450000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00029890822769294183 -0.00025487524253711095 3.2453036213443325e-05 -0.00025964081087283052 -3.794161567679135e-05 0.00079599342691429932 0.00010985824243586714 -0.00029138155652107516
leaf_weight=0.0010512281927046651 0.001091812357897722 0.0010212033879852698 0.0010851045742596545 0.0018489253514769738 0.0013143432377031095 0.0012187695621707492 0.0010089489945999649
leaf_count=452 715 210 762 794 178 595 204
internal_value=0 2.96125e-05 7.56758e-05 0.00013242 0.000253295 0.00046587 -0.000128487
internal_weight=0 0.00854852 0.0074973 0.00641219 0.00438204 0.00253311 0.00203015
internal_count=3910 3195 2743 1981 1567 773 414
is_linear=0
shrinkage=0.00196078


Tree=7307
num_leaves=7
num_cat=0
split_feature=16 52 1 1 0 12
split_gain=9.45597e-06 2.33592e-05 3.10219e-05 4.35707e-05 7.41558e-05 3.09551e-05
threshold=-0.50388999999999984 0.11401500000000002 0.12058000000000001 0.095575000000000007 -0.084304999999999977 0.088325000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.0084180400355429695 -0.018473525453982644 -0.015294522231753139 -0.015325656776828026 0.018691219245121682 -0.0031585032317887627 0.018988400573456039
leaf_weight=0.0011499020092118695 0.0015800484846437294 0.0010326218334883426 0.0010013965547569208 0.0014517775168708434 0.00114110167703088 0.0014121125096987204
leaf_count=292 1078 600 278 479 431 752
internal_value=0 -0.00131046 0.000881957 0.00378798 -0.00144667 0.00909034
internal_weight=0 0.00761906 0.00658644 0.00558504 0.00413326 0.00255321
internal_count=3910 3618 3018 2740 2261 1183
is_linear=0
shrinkage=0.1


Tree=7308
num_leaves=8
num_cat=0
split_feature=47 16 43 52 16 15 1
split_gain=1.88828e-05 5.34246e-05 5.21966e-05 5.15977e-05 3.54601e-05 3.89912e-05 4.542e-05
threshold=0.11669500000000001 -0.50388999999999984 -0.17307499999999998 0.087375000000000008 0.070590000000000014 -0.0063699999999999989 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00044084757562495088 -0.00025897451692154445 0.000354242705433389 -0.00039462192843208078 -0.00042449261313320827 -0.00032978166886090364 0.00029226837132296244 0.00019196656152891032
leaf_weight=0.0010436053447611723 0.0010041657939823439 0.0011351282466786645 0.0010257927295619445 0.0014680586794712592 0.0010196908987776983 0.0017949492361769197 0.0010044484682505601
leaf_count=261 179 246 608 901 529 856 330
internal_value=0 2.53605e-05 -3.28565e-05 -0.000102461 -4.88108e-06 8.17285e-05 -0.000104411
internal_weight=0 0.00849167 0.00744807 0.00631294 0.00484488 0.00382519 0.00203024
internal_count=3910 3731 3470 3224 2323 1794 938
is_linear=0
shrinkage=0.00196078


Tree=7309
num_leaves=6
num_cat=0
split_feature=50 133 52 43 1
split_gain=9.43401e-06 2.16556e-05 3.44103e-05 3.69766e-05 3.29959e-05
threshold=0.07992500000000001 0.087330000000000019 1.0000000180025095e-35 -0.019509999999999996 0.094890000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010981111944710241 -0.0089117085420189479 -0.011755772098099495 0.015334355532800171 -0.018664623766151196 0.0018708945481259011
leaf_weight=0.0016814920483751001 0.0010532870811578252 0.0011083958073665606 0.00175782191112356 0.0014229827762662333 0.0017381915414029334
leaf_count=618 755 758 917 426 436
internal_value=0 0.00117815 0.00335009 -0.00100003 -0.00737304
internal_weight=0 0.00770888 0.00660049 0.00484267 0.00316117
internal_count=3910 3155 2397 1480 862
is_linear=0
shrinkage=0.1


Tree=7310
num_leaves=7
num_cat=0
split_feature=42 43 12 4 4 16
split_gain=1.00913e-05 2.16157e-05 1.94922e-05 2.54701e-05 4.21474e-05 3.63543e-05
threshold=0.091955000000000023 0.070805000000000021 -0.0089849999999999982 -0.0040999999999999986 0.055260000000000011 -0.008069999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.013748866212078015 -0.0086504385950819072 0.013645372443067592 -0.020313312293936667 0.01954703525161185 -0.003562061084470527 0.0054632727115853192
leaf_weight=0.0010103180558613759 0.001175863418208775 0.0011956640080762488 0.0010513287220442749 0.0014671595588650437 0.0017080435911796124 0.0011409251575175252
leaf_count=351 843 311 1053 331 394 627
internal_value=0 0.0013067 -0.00100647 0.00139203 0.00711591 -0.00689828
internal_weight=0 0.00757344 0.00637778 0.00536746 0.0031752 0.00219225
internal_count=3910 3067 2756 2405 725 1680
is_linear=0
shrinkage=0.1


Tree=7311
num_leaves=8
num_cat=0
split_feature=11 160 13 12 3 16 2
split_gain=2.3795e-05 2.58721e-05 2.3973e-05 4.1142e-05 9.2138e-05 3.88482e-05 0.000103555
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.086935000000000012 -0.015064999999999997 -0.095109999999999986 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00026919895794401887 -0.00029052545885820786 -0.00026766990362357213 0.00061507460825913963 -0.00024973179402383442 0.00022913823860243061 0.00022401222473050853 -0.00064723717639701955
leaf_weight=0.001698785966527545 0.0010288794819333065 0.0010281879557629808 0.0010446672271846014 0.0017325255208775689 0.0011934987592875711 0.0010433928984875461 0.0010546771414800019
leaf_count=346 304 362 766 1570 210 118 234
internal_value=0 2.46211e-05 6.33116e-05 5.67897e-06 0.000107727 -5.32929e-05 -0.000213955
internal_weight=0 0.00879574 0.00776755 0.00606876 0.00433624 0.00329157 0.00209807
internal_count=3910 3606 3244 2898 1328 562 352
is_linear=0
shrinkage=0.00196078


Tree=7312
num_leaves=6
num_cat=0
split_feature=12 3 0 4 16
split_gain=8.82731e-06 3.09175e-05 3.04401e-05 2.94885e-05 2.47173e-05
threshold=0.088590000000000016 -0.015794999999999997 -0.10131499999999999 0.08734500000000002 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=0.012853506481280953 -0.012077007200473666 -0.0046182212276175234 -0.017247221969674258 0.0085050537050853393 0.014643849500189593
leaf_weight=0.0018619323435047595 0.0018785809366538317 0.0017803371416306394 0.0010625059328687172 0.0011058939689628905 0.0010645165355905005
leaf_count=1371 1466 300 391 245 137
internal_value=0 0.00224875 -0.00280462 -0.00445035 0.00258946
internal_weight=0 0.00576929 0.00390736 0.00298447 0.00284485
internal_count=3910 2199 828 1711 437
is_linear=0
shrinkage=0.1


Tree=7313
num_leaves=6
num_cat=0
split_feature=15 151 49 0 52
split_gain=8.64737e-06 2.39028e-05 3.8597e-05 3.62497e-05 4.38761e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0067787632078947007 0.015531275749345874 -0.018212537520623306 0.01575124655031146 -0.012652871511457622 0.009618826201890824
leaf_weight=0.0015605165005524585 0.0010302559486335232 0.0010675557333642855 0.0015006666386457516 0.0019917204289095153 0.0015912355107668293
leaf_count=614 487 262 275 1318 954
internal_value=0 0.00143432 -0.000926764 0.00270323 -0.00276173
internal_weight=0 0.00718143 0.00615118 0.00508362 0.00358296
internal_count=3910 3296 2809 2547 2272
is_linear=0
shrinkage=0.1


Tree=7314
num_leaves=7
num_cat=0
split_feature=49 2 4 1 12 4
split_gain=8.63792e-06 2.8218e-05 3.95211e-05 4.78246e-05 2.06555e-05 1.57508e-05
threshold=0.093425000000000022 0.11260500000000001 -0.08422499999999998 0.09112000000000002 0.085185000000000025 0.097045000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.017373088977680969 0.008571848599962564 0.010854393473867576 0.00079732306970690568 -0.0012388564602289005 0.020380757346802812 -0.017758760182126573
leaf_weight=0.0016661999743705375 0.0010299693795114053 0.0015549601080151005 0.0010006201770383905 0.0011762691029667698 0.0011664257369911203 0.001133135804043864
leaf_count=693 541 476 450 479 1047 224
internal_value=0 -0.00117942 -0.00422568 0.000667972 0.0113382 -0.00934454
internal_weight=0 0.00769761 0.00614265 0.00447645 0.00216705 0.0023094
internal_count=3910 3369 2893 2200 1497 703
is_linear=0
shrinkage=0.1


Tree=7315
num_leaves=6
num_cat=0
split_feature=0 52 48 3 3
split_gain=1.10269e-05 2.85703e-05 2.36498e-05 2.42121e-05 4.99558e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.091005000000000016 -0.08348499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.016293002275049092 0.006681586956635361 0.0166614571059405 -0.0099568978594984526 -0.017637711982702985 0.0095164981210942717
leaf_weight=0.0011482999081142689 0.001912797941131558 0.0012237721144776822 0.0014589491236658607 0.0010462658839402283 0.0019222401062407651
leaf_count=597 446 922 355 1258 332
internal_value=0 -0.00191289 0.00100907 0.00482532 -5.41491e-05
internal_weight=0 0.00679953 0.00565123 0.00419228 0.00296851
internal_count=3910 3464 2867 2512 1590
is_linear=0
shrinkage=0.1


Tree=7316
num_leaves=6
num_cat=0
split_feature=47 13 51 12 2
split_gain=1.07377e-05 2.35705e-05 2.4715e-05 4.11672e-05 2.19705e-05
threshold=0.10436500000000001 -0.13934999999999997 0.085845000000000019 0.086935000000000012 0.090310000000000015
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01347937976170707 0.0077294755435721625 0.0019324338273514177 -0.012972278605767605 -0.0088979463193715729 0.018483121045164527
leaf_weight=0.0013592650915660795 0.0014819981744467175 0.0015199562072164569 0.001024389618122879 0.0016154984846616545 0.0016981635676769228
leaf_count=299 290 895 412 1579 435
internal_value=0 -0.00161567 0.00113713 0.00412733 0.010666
internal_weight=0 0.00721727 0.00585801 0.00483362 0.00321812
internal_count=3910 3620 3321 2909 1330
is_linear=0
shrinkage=0.1


Tree=7317
num_leaves=6
num_cat=0
split_feature=0 13 151 43 2
split_gain=9.62248e-06 2.49335e-05 2.7263e-05 3.17916e-05 3.75712e-05
threshold=-0.017269999999999997 0.0024700000000000004 -0.0088999999999999982 -0.019509999999999996 0.087995000000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011181065991499999 0.0062506999967277231 -0.01554183050130096 0.018931903144857532 -0.01390992291760043 0.0085604516366191014
leaf_weight=0.0014076685128226064 0.0019088118955064536 0.001103375281923182 0.0011675211013229977 0.0012402919796937811 0.001859997935762281
leaf_count=560 446 539 1080 703 582
internal_value=0 -0.00178706 0.000887012 0.00486747 -0.000428974
internal_weight=0 0.00677885 0.00567548 0.00426781 0.00310029
internal_count=3910 3464 2925 2365 1285
is_linear=0
shrinkage=0.1


Tree=7318
num_leaves=8
num_cat=0
split_feature=376 51 50 2 3 0 43
split_gain=2.43118e-05 3.01328e-05 2.81538e-05 4.90632e-05 0.000116737 3.83994e-05 4.96655e-05
threshold=0.048375000000000008 -0.09021499999999999 0.078570000000000015 0.11230000000000001 0.092005000000000017 -0.070894999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00025577139452148353 0.000275491104616566 -0.00054107603903227951 -0.00038810172772158277 -0.00032631841527307784 0.0006558767661948528 0.00019804386448170919 -1.9480424622955733e-06
leaf_weight=0.0011509069047298173 0.0010508836933878904 0.0011070986753452345 0.0010182215589070532 0.0016904586778897926 0.0010084250146838924 0.0012149825145721278 0.0016156927101870829
leaf_count=476 206 1266 675 430 130 279 448
internal_value=0 -4.00398e-05 -8.45149e-05 -3.79374e-05 6.06224e-05 -9.18164e-05 -0.00022116
internal_weight=0 0.00880579 0.00765488 0.00663666 0.0049462 0.00393777 0.00272279
internal_count=3910 3704 3228 2553 2123 1993 1714
is_linear=0
shrinkage=0.00196078


Tree=7319
num_leaves=8
num_cat=0
split_feature=4 42 0 4 15 48 0
split_gain=1.27219e-05 3.04535e-05 3.07967e-05 4.41067e-05 3.98257e-05 5.93107e-05 3.50992e-05
threshold=0.27608500000000008 0.091955000000000023 -0.017269999999999997 0.080255000000000007 0.079360000000000014 0.087235000000000021 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00059270646665030848 0.00016879942685491445 -0.00034793488321256243 0.00023901376386973415 -0.00041587941248362567 -0.00029999705161964815 -0.00022323123364685634 7.986587209778126e-05
leaf_weight=0.001025947467148225 0.0013820934501770467 0.0010403038813655381 0.0017266328915098543 0.0010812459439434752 0.0010677783842061314 0.001129483970249832 0.0010264031132893793
leaf_count=129 441 711 288 213 986 364 778
internal_value=0 -3.47432e-05 1.14226e-05 -6.22928e-05 2.76717e-05 0.000137633 0.000336229
internal_weight=0 0.0080978 0.00705749 0.00533086 0.00424961 0.00318183 0.00205235
internal_count=3910 3469 2758 2470 2257 1271 907
is_linear=0
shrinkage=0.00196078


Tree=7320
num_leaves=7
num_cat=0
split_feature=52 13 1 1 12 15
split_gain=8.92511e-06 2.79122e-05 3.14976e-05 3.73057e-05 2.15733e-05 2.92908e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11593500000000001 0.10353000000000001 0.086935000000000012 -0.0071449999999999994
decision_type=2 2 2 2 2 2
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leaf_count=406 647 539 298 253 1286 481
internal_value=0 0.0012199 -0.00238249 0.00114152 -0.00391893 0.00107715
internal_weight=0 0.00756 0.00559384 0.00458305 0.00348627 0.00248422
internal_count=3910 3263 2857 2559 2306 1020
is_linear=0
shrinkage=0.1


Tree=7321
num_leaves=6
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split_feature=1 3 12 1 13
split_gain=1.02557e-05 1.80266e-05 4.1422e-05 5.5797e-05 2.86061e-05
threshold=0.12864500000000004 0.12046500000000002 0.080120000000000011 0.094485000000000013 -0.028919999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0015580736719459911 0.0089529439046935611 -0.012141765992436642 -0.014824450132772202 0.026343448008818011 0.0040692134543056655
leaf_weight=0.0018358847459450912 0.0011097525464612047 0.0012834619059200825 0.001909598261626773 0.0011757377370043734 0.0013808107799937147
leaf_count=365 331 133 1712 354 1015
internal_value=0 -0.00133952 0.000860455 0.00933468 -0.00689578
internal_weight=0 0.00758549 0.00630203 0.00301162 0.00329041
internal_count=3910 3579 3446 719 2727
is_linear=0
shrinkage=0.1


Tree=7322
num_leaves=6
num_cat=0
split_feature=43 15 48 0 12
split_gain=1.02522e-05 2.53536e-05 1.61073e-05 2.91924e-05 3.16006e-05
threshold=-0.057994999999999998 -0.053579999999999996 0.086125000000000021 -0.15291499999999997 0.086765000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.016408483160001038 0.015134261235711677 -0.0023493020347940012 -0.010979790533288972 -0.01503312181721686 0.0057868922479533324
leaf_weight=0.001144678853989244 0.0010519087213066271 0.0019448328480717622 0.001620258473308744 0.001413583509461335 0.0015053440299949042
leaf_count=834 176 940 364 631 965
internal_value=0 0.00460055 -0.00257723 0.000851345 -0.00429586
internal_weight=0 0.00308951 0.00559109 0.00397084 0.00291893
internal_count=3910 1774 2136 1772 1596
is_linear=0
shrinkage=0.1


Tree=7323
num_leaves=6
num_cat=0
split_feature=15 151 2 2 1
split_gain=1.00521e-05 2.07619e-05 3.59499e-05 4.27383e-05 6.00676e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.10113500000000002 0.086650000000000019 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0073358912092677635 0.014774782480141921 -0.018159498479336355 -0.011782620450899424 0.017597098545021988 0.012460517278105779
leaf_weight=0.0015437996820219374 0.0010195225332051789 0.0013221190781591823 0.0019643775371201164 0.0015771260754376243 0.0012429739105556223
leaf_count=614 487 979 653 896 281
internal_value=0 0.00156461 -0.00064088 0.0046429 -0.00332188
internal_weight=0 0.00712612 0.0061066 0.00414222 0.00256509
internal_count=3910 3296 2809 2156 1260
is_linear=0
shrinkage=0.1


Tree=7324
num_leaves=9
num_cat=0
split_feature=376 1 52 1 3 4 0 13
split_gain=3.95929e-05 5.09685e-05 5.35227e-05 8.30621e-05 7.50452e-05 4.29271e-05 5.19792e-05 3.11704e-05
threshold=0.048375000000000008 0.12730000000000002 0.10218500000000001 0.11097000000000001 0.096385000000000012 0.05309500000000001 -0.084304999999999977 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00045100897509869561 0.0003487958631633669 0.00036168107979593655 -0.00050016763169269016 -0.00048030455412823665 0.00052009570572068701 0.00028997086909716849 0.00028135860489958685 -0.00020194760279059325
leaf_weight=0.0013747121538106684 0.0010588376674611185 0.0010181720178969915 0.0011273472787143657 0.0013305999461416251 0.001114493761383617 0.0010952257226365201 0.0010345580880861379 0.0010177675523112837
leaf_count=930 206 288 659 236 149 336 573 533
internal_value=0 -5.17879e-05 -0.000103795 -3.96603e-05 6.43571e-05 -4.79578e-05 -0.000155954 4.16825e-05
internal_weight=0 0.00911288 0.0080947 0.00696736 0.00563676 0.00452226 0.00342704 0.00205233
internal_count=3910 3704 3416 2757 2521 2372 2036 1106
is_linear=0
shrinkage=0.00196078


Tree=7325
num_leaves=8
num_cat=0
split_feature=52 52 160 160 52 16 2
split_gain=2.40961e-05 4.79675e-05 3.08965e-05 2.96231e-05 2.94067e-05 5.32663e-05 2.67114e-05
threshold=-0.26295999999999992 -0.081429999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 0.091210000000000013 -0.15168999999999996 0.10274500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00029339726469589388 0.00033898741928235153 -0.00028887321778709206 0.00042666492510357577 -0.00027171312529208734 0.00034689971116640009 -0.00029254703946909752 -2.376970630595853e-05
leaf_weight=0.0010013000393484213 0.0015648618655229605 0.0015122393224960597 0.0010171637630623275 0.0010511291483444683 0.0012733294578997022 0.001422728930347139 0.0010075448442629876
leaf_count=437 534 1029 159 310 321 927 193
internal_value=0 2.75239e-05 -3.93883e-05 2.59769e-05 9.22608e-05 -1.7915e-06 0.000202518
internal_weight=0 0.008849 0.00728414 0.0057719 0.00472077 0.00344744 0.00202471
internal_count=3910 3473 2939 1910 1600 1279 352
is_linear=0
shrinkage=0.00196078


Tree=7326
num_leaves=6
num_cat=0
split_feature=0 52 1 2 15
split_gain=8.71339e-06 2.72673e-05 2.47703e-05 2.39374e-05 2.08635e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.096035000000000023 0.11542500000000001 0.079360000000000014
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.015822841381852235 0.0059195944388468359 0.013827006269168324 -0.013020573919442561 0.0061965139482841733 -0.0039450253587345573
leaf_weight=0.0011397584434755283 0.001917664291809033 0.0018798757492749908 0.0016953872246591962 0.0010494040089187523 0.0010184177653458635
leaf_count=597 446 943 425 293 1206
internal_value=0 -0.00171478 0.00113468 -0.00567339 0.00758218
internal_weight=0 0.00678284 0.00564308 0.00274479 0.00289829
internal_count=3910 3464 2867 718 2149
is_linear=0
shrinkage=0.1


Tree=7327
num_leaves=8
num_cat=0
split_feature=11 16 2 16 13 4 12
split_gain=1.66782e-05 3.68968e-05 5.56597e-05 5.98666e-05 4.58962e-05 3.63743e-05 2.33386e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.16388500000000003 -0.083514999999999992 -0.0010999999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -6
right_child=-2 2 5 -5 6 -7 -8
leaf_value=-0.00030343448166396175 -0.00024371658689262821 0.00043660535341264893 0.0006144881709062534 -0.00037028237420777505 0.00010782217605476212 8.9325604743031967e-05 -0.00024018198931523115
leaf_weight=0.0011735585193916615 0.0010264684046652111 0.0010848837782662544 0.0010008390114836238 0.0014716507284230568 0.0018391237288764603 0.0010277910387356962 0.001240769167004462
leaf_count=380 304 735 286 316 316 295 1278
internal_value=0 2.03359e-05 6.99068e-05 -3.03335e-05 8.97897e-05 0.000348418 -3.23752e-05
internal_weight=0 0.00883862 0.00766506 0.00563643 0.00416478 0.00202863 0.00307989
internal_count=3910 3606 3226 2645 2329 581 1594
is_linear=0
shrinkage=0.00196078


Tree=7328
num_leaves=7
num_cat=0
split_feature=1 12 49 4 3 2
split_gain=9.72895e-06 1.65367e-05 2.85458e-05 4.82222e-05 7.09521e-05 3.31381e-05
threshold=0.12864500000000004 0.098845000000000016 -0.047894999999999993 -1.0000000180025095e-35 -0.078884999999999997 0.099990000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.013120379888433193 0.0086907287140536634 -0.011836369303762488 -0.010076571007237965 -0.027020511677631417 0.02221422862045979 -0.0023418204342367231
leaf_weight=0.0014424968384649968 0.001114352959167458 0.0012483411986646794 0.0013668597488516118 0.0010273226894707203 0.0013550642767263062 0.0011567733134043548
leaf_count=407 331 522 1490 376 496 288
internal_value=0 -0.00131489 0.000754005 -0.00288203 0.00599886 -0.0139498
internal_weight=0 0.00759686 0.00634852 0.00490602 0.00272192 0.0021841
internal_count=3910 3579 3057 2650 1986 664
is_linear=0
shrinkage=0.1


Tree=7329
num_leaves=9
num_cat=0
split_feature=11 16 2 4 0 16 0 0
split_gain=3.37521e-05 3.36406e-05 5.01811e-05 8.3965e-05 4.64103e-05 3.4487e-05 6.16063e-05 2.32873e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 -0.23071499999999998 -0.10943499999999999 -0.096824999999999981 -0.06402999999999999 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 -7
right_child=-2 2 4 5 -6 6 -8 -9
leaf_value=-0.00028474991814863746 -0.0003523012447669224 -0.0005387965688216131 2.7089074078079887e-05 0.0004021817416179933 0.00060670915473777065 3.2209811172134972e-05 0.00040516508374499485 -0.00033127178507888787
leaf_weight=0.0011617940036415296 0.0010024730460744492 0.001000286468518608 0.0010164152404215001 0.001037678879266409 0.0011123607978776205 0.0013024391816080746 0.0010356936292348412 0.0014126889313613394
leaf_count=385 279 141 132 297 453 175 158 1890
internal_value=0 2.68269e-05 7.25466e-05 -2.21154e-05 0.000329961 8.5816e-05 -1.70783e-06 -0.000156911
internal_weight=0 0.00907936 0.00791756 0.00578879 0.00212878 0.0047885 0.00375082 0.00271513
internal_count=3910 3631 3246 2661 585 2520 2223 2065
is_linear=0
shrinkage=0.00196078


Tree=7330
num_leaves=8
num_cat=0
split_feature=11 3 49 2 15 52 48
split_gain=2.46037e-05 2.578e-05 3.15245e-05 3.95445e-05 3.71666e-05 5.44876e-05 4.6857e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.006494999999999999 0.092865000000000017 -0.017214999999999998 0.084240000000000023 0.081315000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00030499838274440145 -0.00029192370647388263 4.6266854718644386e-05 -0.00028306497270493176 -0.00049327324971079275 0.00046691306387935244 -0.0001050997039414049 0.00024715865594054248
leaf_weight=0.0011327154307652658 0.0010258588072196073 0.0010707193907112185 0.0017772438730589276 0.0010196248062783893 0.0015638390087009788 0.0010840696719561691 0.0010021006335277673
leaf_count=222 304 392 918 264 707 741 362
internal_value=0 2.92366e-05 -1.23139e-05 -0.000216909 6.64874e-05 0.000232728 -9.18913e-05
internal_weight=0 0.00865031 0.0075176 0.00209034 0.00542725 0.00264791 0.00277934
internal_count=3910 3606 3384 656 2728 1448 1280
is_linear=0
shrinkage=0.00196078


Tree=7331
num_leaves=7
num_cat=0
split_feature=47 13 51 12 3 15
split_gain=9.26789e-06 1.9754e-05 2.06609e-05 2.65536e-05 1.72434e-05 6.44862e-06
threshold=0.10436500000000001 -0.13934999999999997 0.085845000000000019 0.086935000000000012 -0.016619999999999996 -0.094119999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=-0.012327602474199782 0.0071732581038901197 0.018670155492287819 -0.011863963337723042 -0.0066574871211978861 0.0091836160988683045 -0.0020360811370088196
leaf_weight=0.0013703126104313229 0.0014781630539613027 0.0011723166276540373 0.0010294782150855322 0.0016325713823739929 0.0010050081512978622 0.0010448737294330144
leaf_count=299 290 850 412 1579 209 271
internal_value=0 -0.00151431 0.00100386 0.00373255 0.00899681 0.00346467
internal_weight=0 0.00725456 0.00588425 0.00485477 0.0032222 0.00204988
internal_count=3910 3620 3321 2909 1330 480
is_linear=0
shrinkage=0.1


Tree=7332
num_leaves=7
num_cat=0
split_feature=3 39 3 4 0 1
split_gain=9.57571e-06 2.35856e-05 2.71611e-05 5.27229e-05 2.72127e-05 2.8061e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.06402999999999999 0.08844500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.016418546304666395 0.0080369123697815511 0.012257030269824248 -0.027506436921551837 -0.00022390936745466218 0.013883307559746955 0.0067206262855559022
leaf_weight=0.0010253737435967606 0.0012566337125362263 0.0010816099372265723 0.0011455286837349628 0.0018558763733738071 0.0012861802772837134 0.0010720292301008324
leaf_count=1685 239 424 490 307 330 435
internal_value=0 -0.00139845 -0.00371167 -0.0106367 0.00243115 -0.0045916
internal_weight=0 0.0074666 0.00638499 0.00300141 0.00338358 0.0020974
internal_count=3910 3671 3247 797 2450 2120
is_linear=0
shrinkage=0.1


Tree=7333
num_leaves=7
num_cat=0
split_feature=42 49 160 0 15 12
split_gain=1.43344e-05 2.76156e-05 4.12889e-05 3.10715e-05 4.05437e-05 2.56932e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.069910000000000014 -0.083424999999999985 -0.11739999999999999 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.0004062785678311438 -0.00019825389642562678 -6.3896867078417231e-05 0.00012660797530645988 0.00019494677970147842 0.00040354664537759773 -0.00019465406698330424
leaf_weight=0.0012043261833152444 0.0012670777939727653 0.0011242755027888625 0.0010432718122265535 0.0010244914225482609 0.0019519673587548639 0.001784094306147893
leaf_count=485 843 281 220 262 921 898
internal_value=0 2.59587e-05 -0.000158928 9.65724e-05 0.00023271 -5.25389e-05
internal_weight=0 0.00813243 0.0022476 0.00588483 0.00307624 0.00280859
internal_count=3910 3067 705 2362 1202 1160
is_linear=0
shrinkage=0.00196078


Tree=7334
num_leaves=7
num_cat=0
split_feature=13 3 0 43 3 2
split_gain=1.03233e-05 2.65592e-05 3.84251e-05 3.96028e-05 2.9409e-05 3.90777e-05
threshold=0.17936000000000002 -0.115685 -0.052874999999999998 -0.053009999999999995 0.084925000000000014 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.014206507016066289 -0.0094999968433834014 0.016382629785424339 -0.018269959128083144 -0.016463535284384805 0.014073356195863777 -0.010041392787958597
leaf_weight=0.0013060724581198321 0.0010187193853969751 0.0014232789127397141 0.0011194216697153828 0.0011582335771322836 0.0014112824288121813 0.001282809980855934
leaf_count=363 221 1318 377 1258 177 196
internal_value=0 0.00121173 -0.00144223 0.00212842 -0.00313793 0.00259096
internal_weight=0 0.0077011 0.00639503 0.0052756 0.00385233 0.00269409
internal_count=3910 3689 3326 2949 1631 373
is_linear=0
shrinkage=0.1


Tree=7335
num_leaves=8
num_cat=0
split_feature=11 3 15 3 15 1 4
split_gain=2.87998e-05 2.99391e-05 3.65927e-05 5.97242e-05 5.58773e-05 8.37132e-05 4.77445e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.10666500000000002 -0.074174999999999977 0.094485000000000013 -0.08100499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00033112659541113896 -0.00031825269845976294 -0.00041862799333692994 0.00026060009649521117 0.00050527715114049589 -0.00052117901746816502 0.00025345784906550482 -0.00032087425215900024
leaf_weight=0.0011175258693485483 0.0010097246689184424 0.0011457930953618738 0.0010176650835516192 0.0011332002170587191 0.0010740327297024989 0.0018843456325003359 0.0011637242213682962
leaf_count=222 304 674 681 105 431 537 956
internal_value=0 3.19337e-05 -1.31353e-05 0.0001401 -0.000136891 -6.79465e-07 -4.96039e-05
internal_weight=0 0.00853629 0.00741876 0.00331459 0.00410417 0.00303014 0.00218139
internal_count=3910 3606 3384 1742 1642 1211 1637
is_linear=0
shrinkage=0.00196078


Tree=7336
num_leaves=7
num_cat=0
split_feature=3 39 1 48 2 16
split_gain=1.00051e-05 2.11391e-05 2.53673e-05 4.09809e-05 5.42796e-05 4.47304e-05
threshold=0.13772500000000001 0.005105000000000001 0.11097000000000001 0.090910000000000005 0.085255000000000011 -0.010344999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0086311987061805841 0.0082019692552358012 0.011484547953572516 -0.015314206595760965 0.017769909647583404 -0.028684406322330477 -0.00033431131828282187
leaf_weight=0.0016986876903483249 0.0012599584693996939 0.0010829525658522738 0.0014381867287041545 0.0010075709652631404 0.0011610729555124339 0.0010688851206131652
leaf_count=1010 239 424 267 277 996 697
internal_value=0 -0.00143259 -0.00362709 -0.000222007 -0.00483635 -0.0150954
internal_weight=0 0.00745736 0.0063744 0.00493622 0.00392865 0.00222996
internal_count=3910 3671 3247 2980 2703 1693
is_linear=0
shrinkage=0.1


Tree=7337
num_leaves=8
num_cat=0
split_feature=11 16 2 16 15 16 16
split_gain=2.18094e-05 3.10451e-05 4.994e-05 7.32067e-05 4.74577e-05 3.24827e-05 4.62123e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.16388500000000003 -0.017214999999999998 -0.11180499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 6 -8
leaf_value=-0.00027069774462624958 -0.00027565240353349881 0.00041018677659765168 3.2991221663459502e-05 -0.00040459761436991782 0.00063199063818388575 -0.00027406004047146029 0.00020911667528365424
leaf_weight=0.0011899621258217117 0.0010450556061177381 0.0010227168555337791 0.0010154728479017925 0.0014525791833699224 0.0010186377097673159 0.0013051012899031331 0.0018255681921626691
leaf_count=380 304 219 387 316 194 1099 1011
internal_value=0 2.38987e-05 6.97829e-05 -2.57091e-05 0.000332957 0.000106801 7.69185e-06
internal_weight=0 0.00883004 0.00764008 0.00560597 0.00203411 0.00415339 0.00313067
internal_count=3910 3606 3226 2645 581 2329 2110
is_linear=0
shrinkage=0.00196078


Tree=7338
num_leaves=7
num_cat=0
split_feature=16 0 4 15 13 48
split_gain=9.04494e-06 4.69209e-05 6.73168e-05 3.59132e-05 4.746e-05 1.47345e-05
threshold=-0.055679999999999993 -0.11756999999999999 0.05309500000000001 -0.038029999999999987 -0.032264999999999995 0.091555000000000011
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -2 -5 -1
right_child=3 2 -4 4 -6 -7
leaf_value=-0.015046935694088574 -0.016991536716072494 -0.0026506027648353159 0.032216046822873282 -0.012311306527986229 0.013329334002885421 0.0014193564860693114
leaf_weight=0.0011535463685181228 0.0013264377714733043 0.0012075196455501478 0.0010227358781260904 0.0012259349385077955 0.0017557666306953065 0.0010274586615624088
leaf_count=295 785 1237 403 590 471 129
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internal_weight=0 0.00441126 0.00223026 0.00430814 0.0029817 0.00218101
internal_count=3910 2064 1640 1846 1061 424
is_linear=0
shrinkage=0.1


Tree=7339
num_leaves=7
num_cat=0
split_feature=13 3 0 151 42 16
split_gain=1.08485e-05 2.15459e-05 3.13674e-05 3.38834e-05 3.64583e-05 3.85244e-05
threshold=0.17936000000000002 -0.115685 -0.052874999999999998 -0.0088999999999999982 0.08622500000000001 -0.072804999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.012962746377511887 -0.0097486231410445628 -0.011609419579250407 -0.016355272416870306 0.011152390432489107 0.023234081379118511 -0.012064676088957645
leaf_weight=0.0013033209646237508 0.001016045587639223 0.0013446990307272571 0.0011184392883843586 0.0016552033688077435 0.0010028649741922659 0.0012577954030497155
leaf_count=363 221 550 377 859 1020 520
internal_value=0 0.00124654 -0.00114725 0.0020861 0.00678911 0.00112756
internal_weight=0 0.00768232 0.006379 0.00526056 0.00391586 0.002913
internal_count=3910 3689 3326 2949 2399 1379
is_linear=0
shrinkage=0.1


Tree=7340
num_leaves=7
num_cat=0
split_feature=3 4 47 150 15 3
split_gain=1.11456e-05 2.09845e-05 4.11541e-05 3.923e-05 2.96895e-05 1.95976e-05
threshold=0.13772500000000001 -0.08422499999999998 0.09252500000000001 0.086420000000000011 0.084050000000000014 -0.0076499999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.011262069260873763 0.0086671432669143903 0.0082566479046098165 -0.013706206636055956 -0.010500481605671921 -0.0023754761962577202 0.026982938070811875
leaf_weight=0.001700680606692955 0.0012588020628221015 0.0010680134704453971 0.0013727484099034818 0.0010673583378690019 0.0010421092112755143 0.0011722586512776774
leaf_count=755 239 1076 342 341 947 210
internal_value=0 -0.00150912 0.00138938 0.00615345 0.0115689 0.0180555
internal_weight=0 0.00742317 0.00572249 0.00434974 0.00328238 0.00224027
internal_count=3910 3671 2916 2574 2233 1286
is_linear=0
shrinkage=0.1


Tree=7341
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.16557e-05 3.13448e-05 4.91992e-05 6.61226e-05 7.75065e-05 3.83087e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00026332584388221613 -0.00032952291770224547 0.00045408147089980532 0.00034955583106469822 -0.00046498550115546083 0.00016732519303022222 -0.00029103715033707402
leaf_weight=0.0011471042128378102 0.0010071079881511869 0.001496509667975026 0.0019779614720033551 0.001007337192322366 0.0012186257297977462 0.0016505279281479527
leaf_count=380 304 548 581 461 1149 487
internal_value=0 3.81296e-05 8.51712e-05 -1.21567e-05 9.23294e-05 -9.63553e-05
internal_weight=0 0.00849807 0.00735096 0.005373 0.00436566 0.00286915
internal_count=3910 3606 3226 2645 2184 1636
is_linear=0
shrinkage=0.00196078


Tree=7342
num_leaves=8
num_cat=0
split_feature=11 3 15 15 1 3 13
split_gain=3.71349e-05 3.0828e-05 3.9318e-05 6.96557e-05 7.24919e-05 5.12217e-05 3.75659e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 -0.074174999999999977 0.094485000000000013 0.10666500000000002 -0.0043499999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.00033593662579221428 -0.00036293644693405754 -0.00037065666021595832 -0.0003076702231974466 -0.00056457918972072497 0.00025278861588218682 0.00048445402770751878 0.00020750459804208776
leaf_weight=0.0011273885366098373 0.0010145799734843789 0.001165070572644147 0.001004464052104781 0.0010918987536179163 0.0018647083852010888 0.001136025553587433 0.0011875593419530713
leaf_count=222 304 674 1230 431 537 105 407
internal_value=0 3.37568e-05 -1.19729e-05 -0.000139974 1.30491e-05 0.000146552 -2.85671e-05
internal_weight=0 0.00857712 0.00744973 0.00412168 0.00302978 0.00332805 0.00219202
internal_count=3910 3606 3384 1642 1211 1742 1637
is_linear=0
shrinkage=0.00196078


Tree=7343
num_leaves=7
num_cat=0
split_feature=52 13 1 2 3 15
split_gain=1.03075e-05 3.25168e-05 3.02793e-05 3.08333e-05 3.34289e-05 3.94118e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10251500000000001 -0.078884999999999997 -0.077354999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
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leaf_weight=0.0010110184519588269 0.0011462904909406079 0.0016345405557927446 0.0016812540051272173 0.0011473102807338159 0.0010005801863018898 0.0010767013226457428
leaf_count=169 647 1596 413 486 262 337
internal_value=0 0.00130449 -0.0012755 0.00272679 -0.00170193 0.00671624
internal_weight=0 0.0075514 0.00654039 0.00485913 0.00371182 0.00207728
internal_count=3910 3263 3094 2681 2195 599
is_linear=0
shrinkage=0.1


Tree=7344
num_leaves=7
num_cat=0
split_feature=11 13 39 16 4 52
split_gain=2.67536e-05 2.50314e-05 3.64742e-05 3.34957e-05 3.08084e-05 3.12514e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.032604999999999995 -0.07984999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=0.0002286467485864718 -0.00029996133184325926 -0.00035394169703270562 0.00030754838141041794 -0.00021018437589182191 0.00038280417113271113 -5.1244971157661382e-05
leaf_weight=0.001961020487473035 0.0010336242503701824 0.0013633236562886489 0.0010764982441775206 0.001656642540710311 0.0011016885298094541 0.0015144396311500574
leaf_count=389 304 230 387 1463 382 755
internal_value=0 3.37624e-05 -2.31712e-05 -8.63389e-05 -9.54142e-07 0.000131539
internal_weight=0 0.00867361 0.00671259 0.00563609 0.00427277 0.00261613
internal_count=3910 3606 3217 2830 2600 1137
is_linear=0
shrinkage=0.00196078


Tree=7345
num_leaves=8
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split_feature=11 3 4 3 2 4 2
split_gain=3.32264e-05 3.82968e-05 4.14816e-05 6.41929e-05 3.76487e-05 5.06847e-05 6.48211e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.083329999999999987 -0.075954999999999981 0.11230000000000001 0.0057500000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00035934776240243278 -0.0003403301440843771 0.00024057178352876574 -0.00052577673416315219 -0.00022054448291482034 -0.00025148755368922798 -3.2490595736280601e-05 0.000655280764393211
leaf_weight=0.0011726118641344997 0.0010453992309783855 0.0017869114525121948 0.0011078951656513722 0.0011066001456020253 0.0015642827898997977 0.0010979365243098155 0.0010128929195461337
leaf_count=222 304 574 1526 454 440 182 208
internal_value=0 2.93085e-05 -2.1106e-05 -0.000100499 -1.9649e-06 0.000119351 0.00029754
internal_weight=0 0.00884913 0.00767652 0.00588961 0.00478171 0.00321743 0.00211083
internal_count=3910 3606 3384 2810 1284 844 390
is_linear=0
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Tree=7346
num_leaves=8
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split_feature=11 16 2 16 13 4 0
split_gain=2.30251e-05 3.80098e-05 3.92539e-05 8.06626e-05 3.88999e-05 2.51175e-05 2.21774e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.16388500000000003 -0.083514999999999992 -1.0000000180025095e-35 -0.10303999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00030771047616379231 -0.00028768538266275552 0.0004470833077988214 0.00010258350183336121 -0.00041291801552983904 0.0001567276491540131 -0.00021042675312588579 0.00051478457700494243
leaf_weight=0.0011536548066192615 0.0010200424790109295 0.0010853514851408832 0.0010005537440081055 0.0014238843568484105 0.0018455424532324402 0.001170856499145776 0.0010067642723057858
leaf_count=380 304 735 139 316 1283 311 442
internal_value=0 2.37237e-05 7.44821e-05 -1.0829e-05 0.000128752 1.42116e-05 0.000309322
internal_weight=0 0.00868661 0.00753295 0.00552563 0.00410175 0.0030164 0.00200732
internal_count=3910 3606 3226 2645 2329 1594 581
is_linear=0
shrinkage=0.00196078


Tree=7347
num_leaves=8
num_cat=0
split_feature=11 16 2 16 0 0 4
split_gain=3.12359e-05 3.16644e-05 4.95954e-05 7.37845e-05 5.09347e-05 4.90366e-05 3.3241e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.11180499999999999 -0.029849999999999998 -0.084304999999999977 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 6 4 -6 -7 -8
leaf_value=-0.00026751978869231081 -0.00032939046720490892 0.0004547825956020838 0.00059458760475259592 -0.00023795488785713717 -0.00047749198444353773 0.00024056298784036714 9.1699341193363389e-05
leaf_weight=0.0011707672788491136 0.0010254863674424219 0.0010333420226299244 0.0010051925183925303 0.0016674610164720616 0.0011729722794650162 0.0016264418014801981 0.001016259307925636
leaf_count=380 304 219 288 1030 180 1216 293
internal_value=0 3.24425e-05 7.91324e-05 -1.73916e-05 -0.000126622 -1.67546e-06 0.000341767
internal_weight=0 0.00869244 0.00752167 0.00550022 0.00446688 0.0032939 0.00202145
internal_count=3910 3606 3226 2645 2426 2246 581
is_linear=0
shrinkage=0.00196078


Tree=7348
num_leaves=7
num_cat=0
split_feature=11 3 3 49 15 3
split_gain=2.46045e-05 2.37365e-05 2.99748e-05 3.02121e-05 3.45271e-05 7.71924e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.075954999999999981 -0.006494999999999999 -0.017214999999999998 0.10223
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00029589935838176179 -0.00029413943750044609 -0.00025415890874512536 -0.00017102283308229787 0.00035213283593871355 0.00034461311012251345 -0.0003579773905107059
leaf_weight=0.0011190859444931405 0.0010084152201258615 0.0015372703423338482 0.0016506262786661289 0.0011397131467455668 0.0018262988623564793 0.00121701942563984
leaf_count=222 304 1890 365 522 418 189
internal_value=0 2.98189e-05 -1.05786e-05 5.3609e-05 0.000142249 -1.45689e-05
internal_weight=0 0.00849001 0.00737093 0.00583366 0.00418303 0.00235673
internal_count=3910 3606 3384 1494 1129 711
is_linear=0
shrinkage=0.00196078


Tree=7349
num_leaves=7
num_cat=0
split_feature=1 42 133 15 15 48
split_gain=9.75748e-06 2.19335e-05 2.5309e-05 2.85193e-05 3.82832e-05 2.76706e-05
threshold=0.12730000000000002 0.088915000000000008 0.065880000000000008 1.0000000180025095e-35 -0.07142999999999998 0.086125000000000021
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0034462556763544998 0.0085519891494702533 -0.012998047305587485 0.01342960167312553 -0.0163951009143894 0.014481024614310535 -0.018274068807039964
leaf_weight=0.0013542564918731655 0.0011446197696167839 0.0013337381426373951 0.0013198213620111655 0.0010954580155235578 0.0014860985236314029 0.0010346093924635091
leaf_count=319 345 1025 793 726 445 257
internal_value=0 -0.00134977 0.00112004 -0.00214857 0.00187894 -0.00596074
internal_weight=0 0.00762398 0.00629024 0.00497042 0.00387496 0.00238887
internal_count=3910 3565 2540 1747 1021 576
is_linear=0
shrinkage=0.1


Tree=7350
num_leaves=8
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split_feature=11 3 4 3 2 2 47
split_gain=2.81769e-05 2.99475e-05 3.77366e-05 7.58712e-05 3.92709e-05 5.33969e-05 2.01712e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.083329999999999987 -0.075954999999999981 0.11230000000000001 0.091025000000000009 0.091930000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0003307815496718665 -0.00030654562121141317 0.00024278206158703734 -0.00055064581026944464 -0.00023077545349179591 -0.0002317705936501186 0.00049842775669289212 0.00015601560723477423
leaf_weight=0.0011448162833614661 0.001038014541167055 0.0017529547628737339 0.0010942774411023311 0.0010350332523401313 0.001565818561330892 0.0010935017207685609 0.0010384456700955193
leaf_count=222 304 574 1526 378 440 353 113
internal_value=0 3.51852e-05 -9.45892e-06 -8.53404e-05 2.22436e-05 0.000147833 -3.70616e-05
internal_weight=0 0.00872485 0.00758003 0.00582708 0.0047328 0.00316698 0.00207348
internal_count=3910 3606 3384 2810 1284 844 491
is_linear=0
shrinkage=0.00196078


Tree=7351
num_leaves=6
num_cat=0
split_feature=160 12 0 0 43
split_gain=1.00327e-05 3.11326e-05 2.89918e-05 4.54343e-05 4.03282e-05
threshold=-1.0000000180025095e-35 -0.0089849999999999982 -0.053834999999999994 -0.11756999999999999 -0.074254999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.0019088821294494735 0.0010727841243837691 0.0019752892937595664 0.0014852373302121497 0.0011721237930447871 0.0011578679196629924
leaf_count=1218 418 314 376 534 1050
internal_value=0 0.00173179 0.00463073 0.00878673 0.0182454
internal_weight=0 0.0068633 0.00579052 0.00430528 0.00232999
internal_count=3910 2692 2274 1898 1584
is_linear=0
shrinkage=0.1


Tree=7352
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 0
split_gain=1.0113e-05 3.01365e-05 1.76559e-05 3.3028e-05 2.77364e-05 2.89661e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.27337499999999998 -0.055679999999999993 -0.066689999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.014338585674992478 -0.016269463074876599 0.0063662625681724901 0.01256169014676102 0.014198897817037065 -0.015443705274787792 0.0083324095664582629
leaf_weight=0.0015510133941824046 0.0010415199662639823 0.0012857450682059479 0.0013081135703257628 0.0015213160044210586 0.0010306866078227739 0.0010189791660596395
leaf_count=1913 280 95 362 495 428 337
internal_value=0 -0.00495423 0.00230738 -0.000600765 0.0039692 -0.00362355
internal_weight=0 0.00283676 0.00592062 0.0046125 0.00357098 0.00204967
internal_count=3910 2008 1902 1540 1260 765
is_linear=0
shrinkage=0.1


Tree=7353
num_leaves=7
num_cat=0
split_feature=2 52 16 4 4 12
split_gain=1.75247e-05 5.82256e-05 4.92729e-05 4.42952e-05 3.95045e-05 4.73288e-05
threshold=0.10946500000000002 0.086950000000000013 -0.17157499999999998 0.15045000000000003 -1.0000000180025095e-35 0.080120000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.00038525421307164059 -0.00019141095584789442 -0.00040275560857048809 0.00034354717948421263 0.00039490219661235724 -0.00032212400806018112 -0.00013683538767953211
leaf_weight=0.0011563802867631254 0.0011092662872302839 0.0014697326357267001 0.0016415442693983884 0.0010694451276518427 0.0013895811005211708 0.0015792602618868591
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internal_value=0 -5.81947e-05 0.000127825 3.92923e-05 -5.28979e-05 8.38567e-05
internal_weight=0 0.0066644 0.00275081 0.00519467 0.00412522 0.00273564
internal_count=3910 3143 767 2232 2001 1607
is_linear=0
shrinkage=0.00196078


Tree=7354
num_leaves=7
num_cat=0
split_feature=4 12 3 2 43 12
split_gain=9.71749e-06 1.88233e-05 2.88713e-05 3.56597e-05 1.96703e-05 3.70708e-05
threshold=0.27608500000000008 -0.023959999999999995 0.10666500000000002 0.097575000000000009 -0.08799499999999999 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
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leaf_value=-0.013699679773174423 0.0080411907860010942 0.012980706745778618 0.012386449689077181 -0.019453486410692174 0.0074567372310493435 -0.015931569062414688
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internal_value=0 -0.00141613 0.000631311 -0.00319719 0.00133583 -0.00312818
internal_weight=0 0.00748448 0.00641519 0.00483914 0.00378399 0.00273539
internal_count=3910 3469 3157 2993 2382 1906
is_linear=0
shrinkage=0.1


Tree=7355
num_leaves=8
num_cat=0
split_feature=0 3 15 0 4 4 16
split_gain=2.92678e-05 3.48599e-05 4.19135e-05 3.69796e-05 3.82156e-05 2.37396e-05 1.39198e-05
threshold=-0.060094999999999989 -0.089974999999999986 0.085120000000000015 -0.10131499999999999 0.080255000000000007 -0.34687499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -2 -3
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.00038818163986134346 -2.6444634674259101e-05 1.4000082667751743e-05 0.00034612996136994939 -0.00040951347147754567 -0.00023558610714538203 0.00031695666381348494 0.00033813811120589809
leaf_weight=0.0011689838212621114 0.0015074401813300231 0.0010111276659651566 0.0010083126659849034 0.0010969321452438049 0.0014937920655082701 0.0015907087057542425 0.001026465702875844
leaf_count=585 282 130 868 1177 297 424 147
internal_value=0 -8.00299e-05 -1.61222e-05 -9.50415e-05 2.641e-06 0.000149871 0.000177289
internal_weight=0 0.00680561 0.00563663 0.00462832 0.00353139 0.00309815 0.00203759
internal_count=3910 3204 2619 1751 574 706 277
is_linear=0
shrinkage=0.00196078


Tree=7356
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 0 52
split_gain=3.0656e-05 3.99405e-05 3.88869e-05 3.39082e-05 8.76655e-05 6.01202e-05 5.08478e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 -0.10462499999999998 0.084240000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.00030443411551988984 -0.00032836972731358453 0.00041473141408062862 0.00030610244627673019 -0.00067972359972274328 0.00037418522379915919 -4.2532402588414956e-05 -0.00016316748449060999
leaf_weight=0.0011894866601194608 0.0010248146811863606 0.0011466182529800287 0.0013027372443490792 0.0010506830744478257 0.0018525099713531817 0.00124257065560588 0.001066991774303204
leaf_count=380 304 184 512 164 740 891 735
internal_value=0 2.98533e-05 8.1749e-05 2.31496e-05 -4.75641e-05 -0.00033447 0.000177799
internal_weight=0 0.0088516 0.00766211 0.00651549 0.00521276 0.00229325 0.0029195
internal_count=3910 3606 3226 3042 2530 1055 1475
is_linear=0
shrinkage=0.00196078


Tree=7357
num_leaves=8
num_cat=0
split_feature=52 52 160 52 3 43 4
split_gain=1.877e-05 3.735e-05 4.06885e-05 3.01808e-05 7.71207e-05 0.000113893 8.26328e-05
threshold=-0.26295999999999992 -0.081429999999999989 0.043720000000000009 0.11110500000000002 0.11265500000000002 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00025799195186488807 0.00030239670512566757 -0.00028127703931502446 -0.00040023681489988379 0.00029878861529741873 -0.00049617526712668683 0.00073282507664436088 -2.8313313859054623e-05
leaf_weight=0.0010128795133768293 0.0015309931162552281 0.0017996881620217951 0.0010077633382453103 0.0012364145092160616 0.001124742643526919 0.0011940440159542332 0.0010141478187339066
leaf_count=437 534 1196 277 595 172 444 255
internal_value=0 2.36962e-05 -3.41457e-05 2.37803e-05 -4.24674e-05 8.4858e-05 0.00038326
internal_weight=0 0.00890779 0.0073768 0.00636904 0.00513262 0.00400788 0.00220819
internal_count=3910 3473 2939 2662 2067 1895 699
is_linear=0
shrinkage=0.00196078


Tree=7358
num_leaves=5
num_cat=0
split_feature=0 43 49 2
split_gain=9.00638e-06 3.25126e-05 2.19905e-05 2.83025e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.006494999999999999 0.091525000000000009
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.013427551208370435 0.0059464557093666034 -0.0078355894371158735 -0.0019891169781347637 0.015812122955697571
leaf_weight=0.0017712768715983825 0.0019470316521749921 0.0015051976006461927 0.0018572761104947138 0.0017205504275493015
leaf_count=1184 446 311 1240 729
internal_value=0 -0.00176047 0.00230514 0.00657137
internal_weight=0 0.0068543 0.00508302 0.00357783
internal_count=3910 3464 2280 1969
is_linear=0
shrinkage=0.1


Tree=7359
num_leaves=6
num_cat=0
split_feature=49 42 3 4 4
split_gain=1.02127e-05 2.55341e-05 2.97003e-05 3.2993e-05 4.69541e-05
threshold=-0.047894999999999993 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 0.15045000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=0.0064693393450404191 0.012125672487360462 -0.015541381559264955 0.010652977869322938 -0.022377178446324981 0.0058429141202744825
leaf_weight=0.0018871941242303205 0.0011016420765560427 0.0017117452416413751 0.001727141358340842 0.00112048256546594 0.0012444044898579196
leaf_count=505 530 1507 654 366 348
internal_value=0 -0.00183158 -0.00448087 0.000145871 -0.00752775
internal_weight=0 0.00690542 0.00580377 0.00409203 0.00236489
internal_count=3910 3405 2875 1368 714
is_linear=0
shrinkage=0.1


Tree=7360
num_leaves=7
num_cat=0
split_feature=11 3 47 1 3 13
split_gain=2.52352e-05 3.12105e-05 2.90606e-05 2.7614e-05 4.80346e-05 3.62255e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.088010000000000019 0.045635000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00032748634548934871 -0.00030023980187799803 -0.00028030133331258885 -0.00025348314340728907 0.00046982863730217191 -2.6229914584624284e-05 0.00017903570781693744
leaf_weight=0.0011344978134681678 0.0010307776701128793 0.0016849604544815888 0.0016262566393584225 0.0012335647300399789 0.0019164596678855972 0.0010852693782731318
leaf_count=222 304 1586 371 709 332 386
internal_value=0 2.42604e-05 -2.13248e-05 4.24476e-05 0.000168029 -0.000100351
internal_weight=0 0.00868101 0.00754651 0.00592025 0.00315002 0.00277023
internal_count=3910 3606 3384 3013 1041 1972
is_linear=0
shrinkage=0.00196078


Tree=7361
num_leaves=8
num_cat=0
split_feature=11 3 3 160 3 2 16
split_gain=3.41289e-05 3.6075e-05 2.86129e-05 3.62936e-05 5.23438e-05 4.42401e-05 9.36134e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 1.0000000180025095e-35 -0.015794999999999997 0.11260500000000001 0.032820000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00035166851310320323 -0.00034165271125652326 -0.00029590879297784983 0.00048779167180578202 -0.000247791857336728 0.00017384782700138044 0.00028042273240388825 -0.00058097786485724115
leaf_weight=0.0011771626208072865 0.0010512697973715486 0.0011939607714184664 0.0011068834250492279 0.0013825465562300014 0.0014842491595841762 0.0014511379996631915 0.001099732689090385
leaf_count=222 304 1646 714 349 272 281 122
internal_value=0 3.19321e-05 -1.68314e-05 3.42384e-05 0.000110069 6.45463e-06 -0.000147403
internal_weight=0 0.00889567 0.00771851 0.00652455 0.005142 0.00403512 0.00258398
internal_count=3910 3606 3384 1738 1389 675 394
is_linear=0
shrinkage=0.00196078


Tree=7362
num_leaves=8
num_cat=0
split_feature=11 3 3 3 40 2 4
split_gain=2.90081e-05 3.16045e-05 2.96717e-05 3.28095e-05 2.31674e-05 6.5049e-05 9.03551e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -1.0000000180025095e-35 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.0003366729457458036 -0.00032145062567751987 -0.00030747631576146894 0.00031230444190819185 -0.00030299478506905182 -0.00016660221312510875 -0.00030526591902228502 0.00057244167458200064
leaf_weight=0.0011220396134893123 0.001009857219861114 0.0011397252558842056 0.0013112140762999939 0.0010007581117584671 0.0012212925649375227 0.0014212900129080656 0.0013271942011684312
leaf_count=222 304 1646 861 282 220 233 142
internal_value=0 2.99637e-05 -1.64071e-05 3.64028e-05 -3.63793e-05 3.08329e-05 0.000218275
internal_weight=0 0.00854351 0.00742147 0.00628175 0.00497053 0.00396978 0.00254849
internal_count=3910 3606 3384 1738 877 595 362
is_linear=0
shrinkage=0.00196078


Tree=7363
num_leaves=8
num_cat=0
split_feature=52 13 1 1 1 43 4
split_gain=1.04717e-05 3.08729e-05 2.49483e-05 3.57475e-05 2.44549e-05 1.16742e-05 6.98584e-06
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.017829851205707573 -0.008883260238093927 -0.0046473482017971223 -0.016695278217458764 0.016335397822561031 -0.014826769970831336 0.010020110166486379 0.006031942274874017
leaf_weight=0.0010041361920347734 0.0011683780585217268 0.0011501122468106689 0.0010159963268015961 0.0011016708807475915 0.0013578662804193393 0.0010273953956938758 0.0010034234292990911
leaf_count=145 647 693 298 253 607 1006 261
internal_value=0 0.00128018 -0.00250294 0.000606659 -0.00429463 0.00227308 0.011933
internal_weight=0 0.0076606 0.00565304 0.00463704 0.00353537 0.00217751 0.00200756
internal_count=3910 3263 2857 2559 2306 1699 406
is_linear=0
shrinkage=0.1


Tree=7364
num_leaves=8
num_cat=0
split_feature=11 3 15 150 3 3 4
split_gain=2.34688e-05 3.66223e-05 2.72235e-05 5.501e-05 4.86829e-05 4.36971e-05 3.72921e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.082965000000000025 0.10666500000000002 0.10223 -0.08100499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.00035189304607434945 -0.0002927894600275298 -5.3061835503876187e-05 0.0002068390816657186 0.00025034055803162513 0.00043907335000357896 -0.00052467745211012167 -0.00030523897701390424
leaf_weight=0.0011277565639851153 0.0010141474376510291 0.00165741452307264 0.0010323610451213074 0.0010616516285045369 0.0011129243184829591 0.0013877747634513341 0.0011624228875933894
leaf_count=222 304 1127 681 320 105 195 956
internal_value=0 2.27006e-05 -2.73697e-05 -0.000133997 0.000105019 -0.00026799 -6.43727e-05
internal_weight=0 0.00854231 0.00741455 0.00410684 0.00330771 0.00304519 0.00219478
internal_count=3910 3606 3384 1642 1742 1322 1637
is_linear=0
shrinkage=0.00196078


Tree=7365
num_leaves=7
num_cat=0
split_feature=11 3 2 1 2 15
split_gain=2.71728e-05 3.22e-05 2.88137e-05 8.02942e-05 4.1319e-05 3.81246e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.10393500000000001 0.10937500000000001 0.089910000000000004 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0003305395866099051 -0.00031107790259386498 -0.00026275826612003636 -0.00054184323989681267 0.00013654017617559759 0.00032087358906884535 0.00016185043872323204
leaf_weight=0.0011613727733237695 0.0010242153946451735 0.001694862092771657 0.0012683172628453906 0.0014238744080665501 0.0016617524787047805 0.0015624921222413856
leaf_count=222 304 724 445 337 685 1193
internal_value=0 2.64264e-05 -1.99768e-05 -0.000183053 6.92735e-05 -5.90814e-05
internal_weight=0 0.00877267 0.0076113 0.00269219 0.00491911 0.00325735
internal_count=3910 3606 3384 782 2602 1917
is_linear=0
shrinkage=0.00196078


Tree=7366
num_leaves=7
num_cat=0
split_feature=1 4 3 15 3 1
split_gain=1.00042e-05 2.50483e-05 1.70317e-05 2.96307e-05 3.19454e-05 0.000115242
threshold=0.076710000000000014 -0.083329999999999987 0.11265500000000002 1.0000000180025095e-35 -0.075954999999999981 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=0.0029221239821048007 -0.0038938715724857417 -0.016050158271307534 -0.0064165256964024489 -0.0094940489861880112 -0.0073351451159678798 0.038208965143942432
leaf_weight=0.0016817610861118775 0.0010959814321004637 0.0011870900803000566 0.0016423606819669801 0.0010063792917099417 0.0010417998429574846 0.0011904068371464635
leaf_count=454 490 1554 301 528 184 399
internal_value=0 -0.00492834 0.00225567 0.00554155 0.010088 0.0169529
internal_weight=0 0.00286885 0.00597693 0.00433457 0.00332819 0.00223221
internal_count=3910 2008 1902 1601 1073 583
is_linear=0
shrinkage=0.1


Tree=7367
num_leaves=6
num_cat=0
split_feature=49 42 2 0 0
split_gain=1.05794e-05 2.16088e-05 2.56905e-05 4.51508e-05 3.36045e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 -0.13506999999999997 -0.014809999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=0.0063436588011447116 0.01087932588870315 -0.013676352835454953 -0.012623734003061746 0.02257504216573869 -0.0021246824219243792
leaf_weight=0.001994470431698727 0.0011033669054574362 0.0019634906046698181 0.0015541661373132975 0.001050495446768703 0.0011580422023138234
leaf_count=529 529 1155 264 1190 243
internal_value=0 -0.00193488 -0.00440402 0.000434562 0.00962379
internal_weight=0 0.00682956 0.00572619 0.0037627 0.00220854
internal_count=3910 3381 2852 1697 1433
is_linear=0
shrinkage=0.1


Tree=7368
num_leaves=8
num_cat=0
split_feature=50 42 51 16 16 47 2
split_gain=2.65969e-05 2.96541e-05 5.64213e-05 4.96763e-05 9.30484e-05 5.84668e-05 3.17736e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 0.058875000000000004 0.077735000000000012 0.096750000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00022781333216696282 -0.00029073289601389701 -0.0003035224095254412 0.00037000278132774125 0.00080345185989936802 5.9682563719613472e-05 -0.00038348637439201234 -7.7147746941327188e-05
leaf_weight=0.0014635597659836642 0.0011386930657156765 0.0012461387642130582 0.0013406916875653523 0.0010685766461119145 0.0016379326136991767 0.0010656794709269155 0.0011225056768831142
leaf_count=875 715 481 519 579 287 128 326
internal_value=0 2.7439e-05 7.73722e-05 0.000153494 0.000353336 2.23106e-07 0.000166231
internal_weight=0 0.00894508 0.00748152 0.00623539 0.00270651 0.00352888 0.0024632
internal_count=3910 3195 2320 1839 866 973 845
is_linear=0
shrinkage=0.00196078


Tree=7369
num_leaves=7
num_cat=0
split_feature=42 51 12 0 43 48
split_gain=1.1435e-05 2.87727e-05 4.14606e-05 5.50137e-05 2.95013e-05 4.33099e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.098845000000000016 -0.074249999999999997 -0.0037249999999999996 0.086125000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_weight=0.0010123270084766009 0.0011940369534501902 0.0010157174688143877 0.0010098494124893519 0.0015183668888441157 0.0018381485503725849 0.0012447471256649782
leaf_count=440 585 1190 413 515 580 187
internal_value=0 0.00123159 0.00380624 0.00716008 0.00113651 0.00600629
internal_weight=0 0.00782087 0.00662683 0.00561698 0.00409861 0.0030829
internal_count=3910 3470 2885 2472 1957 767
is_linear=0
shrinkage=0.1


Tree=7370
num_leaves=8
num_cat=0
split_feature=4 52 4 15 47 4 48
split_gain=3.14693e-05 4.51338e-05 7.77539e-05 3.80009e-05 6.19502e-05 3.18372e-05 4.42202e-05
threshold=-0.48072499999999996 0.10898500000000001 -0.083329999999999987 -0.14868999999999996 0.09252500000000001 0.0057500000000000008 0.082070000000000018
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00033533458070047204 0.00046171080045354882 -0.00031120892585086271 0.00033141480136309457 -0.00042383211566905616 -0.00047371952013663542 0.00022238275499796093 0.00015568639009669896
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leaf_count=208 584 680 350 1109 232 465 282
internal_value=0 2.84339e-05 8.51403e-05 -1.76812e-05 -8.66894e-05 3.48423e-05 -0.000134525
internal_weight=0 0.00900964 0.00772061 0.00606467 0.0050637 0.00385362 0.00202492
internal_count=3910 3702 3022 2438 2088 1856 1391
is_linear=0
shrinkage=0.00196078


Tree=7371
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 1
split_gain=2.78828e-05 2.17415e-05 2.9018e-05 2.79317e-05 0.000107008 7.78501e-05 1.4272e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 -0.008624999999999999 0.11507500000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 6 -7 -8
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leaf_weight=0.001133290774954691 0.0010170095075817441 0.0011428900102254322 0.0011560888337875533 0.0012698985592729255 0.0010792541386374366 0.0017110694232468433 0.0010818621172755914
leaf_count=222 304 1646 460 512 150 411 205
internal_value=0 3.01998e-05 -8.33269e-06 4.38277e-05 0.000163195 -9.90145e-05 -0.000102249
internal_weight=0 0.00857435 0.00744106 0.00629817 0.00343101 0.00286716 0.00216112
internal_count=3910 3606 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=7372
num_leaves=6
num_cat=0
split_feature=1 4 150 3 3
split_gain=1.20774e-05 2.10214e-05 1.64444e-05 4.09342e-05 2.96613e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 0.096385000000000012 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0017895628373714519 -0.0052385276364977917 -0.015595990040285375 0.012325125818149655 -0.013083038259799335 0.01486905858583891
leaf_weight=0.0016810478122603039 0.0012487702072275127 0.0011862574993357503 0.0013239306167686909 0.0016296876971422644 0.0017783456517675468
leaf_count=454 645 1554 362 299 596
internal_value=0 -0.00540316 0.00249082 -0.000305072 0.00657412
internal_weight=0 0.00286731 0.00598073 0.0046568 0.00302712
internal_count=3910 2008 1902 1540 1241
is_linear=0
shrinkage=0.1


Tree=7373
num_leaves=8
num_cat=0
split_feature=11 16 2 0 43 3 2
split_gain=2.14638e-05 2.61133e-05 5.82998e-05 8.65245e-05 3.59998e-05 4.19813e-05 4.70629e-06
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 -0.074254999999999988 0.045635000000000002 0.11542500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
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leaf_weight=0.0011319854639871276 0.0010225888292988107 0.0016461820725024922 0.00100013338921934 0.0013626420526880673 0.0011241668483499769 0.0013637686967456048 0.0010182520365989054
leaf_count=371 304 1021 188 205 1268 156 397
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internal_weight=0 0.00864713 0.00751515 0.00549676 0.00413412 0.00248794 0.00201839
internal_count=3910 3606 3235 2650 2445 1424 585
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Tree=7374
num_leaves=6
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split_feature=42 160 43 2 3
split_gain=1.01032e-05 2.74008e-05 2.46403e-05 2.47959e-05 2.72106e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.12046500000000002
decision_type=2 2 2 2 2
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leaf_weight=0.0015046083981868083 0.0016984564439887478 0.0015659189125449176 0.0011697404525867383 0.0016422001103829611 0.0012706690385192651
leaf_count=1060 1040 604 520 524 162
internal_value=0 0.00146155 0.00481033 0.000719874 0.00565849
internal_weight=0 0.00734698 0.00564853 0.00408261 0.00291287
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=7375
num_leaves=8
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split_feature=11 3 3 49 15 3 4
split_gain=2.29773e-05 2.41617e-05 2.68622e-05 3.42884e-05 4.00905e-05 7.02745e-05 2.39825e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00029250972445667221 -0.00028423954321534834 -0.0002880096521044415 -0.00019608197259034956 0.00027168970194718054 0.00011839359199530395 -0.00037696272198226656 0.00054607204283667202
leaf_weight=0.0011416561113803099 0.0010212759489498366 0.0011601369528181586 0.0017618750744200912 0.0013517495676509989 0.0010058429291035429 0.0012232433191034522 0.0010105780750114554
leaf_count=222 304 1646 373 644 132 189 400
internal_value=0 2.67376e-05 -1.36462e-05 3.64537e-05 0.000125685 -3.64509e-05 0.000332735
internal_weight=0 0.00865508 0.00751343 0.00635329 0.00459141 0.00257499 0.00201642
internal_count=3910 3606 3384 1738 1365 833 532
is_linear=0
shrinkage=0.00196078


Tree=7376
num_leaves=6
num_cat=0
split_feature=1 0 47 48 4
split_gain=1.10351e-05 1.87567e-05 1.37978e-05 3.9955e-05 4.3518e-05
threshold=0.076710000000000014 0.047345000000000005 0.09252500000000001 0.086215000000000014 -0.0086749999999999969
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.012546786735566999 -0.003516877135177256 0.0036925122616831606 -0.0052808139639356523 -0.010191395410498641 0.020768500296822104
leaf_weight=0.0015645201720245719 0.0012050252053484999 0.0013041204189473258 0.0016884716292982372 0.001190373210774409 0.0019033300078177557
leaf_count=1913 747 95 328 263 564
internal_value=0 -0.0051642 0.00237896 0.0053876 0.0113537
internal_weight=0 0.00286864 0.0059872 0.00429873 0.00310836
internal_count=3910 2008 1902 1574 1311
is_linear=0
shrinkage=0.1


Tree=7377
num_leaves=8
num_cat=0
split_feature=4 0 51 2 15 16 4
split_gain=5.94871e-05 6.2251e-05 3.75938e-05 5.14825e-05 3.05345e-05 0.000149723 4.1458e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.07742499999999998 1.0000000180025095e-35 -0.14487999999999998 -0.19424999999999998 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=-0.00046740827645937345 -0.00027614104784658822 0.0004812693520762799 -0.00025455195271772513 0.00042903481063165367 -0.00057672498980076254 6.6293318606613406e-05 0.0005466065828365846
leaf_weight=0.0010025848156717332 0.0017643826147802121 0.0010656658011046318 0.001641068041910815 0.0011321508957225683 0.0010282383203675562 0.0014223629241191455 0.0013435099656303004
leaf_count=192 538 223 731 328 239 1334 325
internal_value=0 3.5042e-05 -2.20326e-05 4.62363e-05 0.000146437 6.21104e-05 0.000299603
internal_weight=0 0.00939738 0.00833171 0.00656733 0.00492626 0.00379411 0.00276587
internal_count=3910 3718 3495 2957 2226 1898 1659
is_linear=0
shrinkage=0.00196078


Tree=7378
num_leaves=7
num_cat=0
split_feature=52 160 0 16 2 13
split_gain=1.00936e-05 3.61381e-05 2.85435e-05 2.18048e-05 3.08078e-05 1.75608e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.067969999999999989 0.10705000000000002 -0.0038299999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.0090178336047722057 -0.019016250274664036 0.0042893378718069875 0.011595292847054281 -0.0081429688599214799 -0.0072751686015237425 0.022846309096369786
leaf_weight=0.0010135897479939941 0.0010788815972569655 0.0010386926072112591 0.0019919620714771639 0.0016312476559218921 0.0011142926780306137 0.0010017850365933597
leaf_count=128 924 852 1062 352 276 316
internal_value=0 -0.00248321 0.00464374 0.00124373 0.00609735 0.0134
internal_weight=0 0.0058649 0.00300555 0.00478602 0.00315477 0.00204048
internal_count=3910 2720 1190 1796 1444 1168
is_linear=0
shrinkage=0.1


Tree=7379
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.02629e-05 1.71692e-05 1.6122e-05 2.96481e-05 5.14874e-05 3.55924e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.012033417915028759 0.019965841986025523 0.0034951995660046659 -0.0079308211663326536 -0.0049862053254555701 -0.017977213136966274 0.018256062634798346
leaf_weight=0.001566537943886158 0.0010281750104841184 0.001305259476186995 0.0012256370750883139 0.0011665265704714279 0.0010505462610987067 0.0015140002123321639
leaf_count=1913 265 95 571 133 409 524
internal_value=0 -0.00497551 0.00229667 0.00493053 0.000787239 0.00814136
internal_weight=0 0.0028718 0.00598489 0.00475925 0.00373107 0.00268053
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=7380
num_leaves=8
num_cat=0
split_feature=11 16 2 43 16 13 15
split_gain=2.49833e-05 3.02406e-05 6.61071e-05 7.23253e-05 9.03739e-05 5.19621e-05 4.95572e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00027025445737265949 -0.00029830380280506747 0.0004506390832209667 5.9911458932010331e-05 -0.00050368504681517058 0.00016564499775848822 -0.00035601414181585977 0.00067149884867535544
leaf_weight=0.0011858520069248334 0.0010540710748577287 0.0015382510408671838 0.001008821046133937 0.0010644897630187836 0.0012787878121861998 0.0017236431403433281 0.0010289325170198919
leaf_count=380 304 548 387 461 1149 487 194
internal_value=0 2.10785e-05 6.62808e-05 -4.36718e-05 6.41709e-05 -0.00013383 0.000368723
internal_weight=0 0.00882878 0.00764293 0.00560517 0.00454068 0.00300243 0.00203775
internal_count=3910 3606 3226 2645 2184 1636 581
is_linear=0
shrinkage=0.00196078


Tree=7381
num_leaves=7
num_cat=0
split_feature=42 51 12 43 160 4
split_gain=1.07047e-05 2.5776e-05 1.83125e-05 3.60296e-05 3.57921e-05 4.44462e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098595000000000016 -0.057994999999999998 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0077412437310047924 -0.012391870272140136 0.019995701588846393 -0.0080563657448772304 0.02380446624760035 -0.014092335271029325 -0.0026732657667224539
leaf_weight=0.0015077620788647517 0.0011291398838946236 0.0014261768247148827 0.001043294585199625 0.0010301706025643864 0.0010747378121938678 0.0016484482964713438
leaf_count=1060 521 908 282 601 160 378
internal_value=0 0.0015085 0.00403074 0.0064654 0.00132424 0.00750981
internal_weight=0 0.00735197 0.00622283 0.00517953 0.00375336 0.00267862
internal_count=3910 2850 2329 2047 1139 979
is_linear=0
shrinkage=0.1


Tree=7382
num_leaves=7
num_cat=0
split_feature=42 43 42 2 13 0
split_gain=1.11175e-05 1.80581e-05 3.95986e-05 3.15931e-05 4.56443e-05 3.9441e-05
threshold=0.091955000000000023 0.0016850000000000001 -1.0000000180025095e-35 0.10796500000000002 -0.037444999999999992 -0.15517999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.017749206986719539 -0.0090472459180676763 0.011270473364948156 -0.00658962551210804 -0.0077600717663455464 0.0039955085667919971 0.032063522320883213
leaf_weight=0.0011529301431522955 0.0011906278493813375 0.0014777069575617223 0.0012085532270165343 0.0018111051327316611 0.0010019945619758955 0.0010005618430157306
leaf_count=812 843 458 961 359 142 335
internal_value=0 0.00134037 -0.00103589 0.00280091 0.00875744 0.0180195
internal_weight=0 0.00765285 0.00617514 0.00502221 0.00321111 0.00200256
internal_count=3910 3067 2609 1797 1438 477
is_linear=0
shrinkage=0.1


Tree=7383
num_leaves=8
num_cat=0
split_feature=157 160 42 42 1 13 4
split_gain=1.5915e-05 5.46141e-05 3.3172e-05 4.03617e-05 3.41591e-05 4.64546e-05 4.15448e-05
threshold=-0.062384999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 0.089455000000000021 -0.084084999999999979 0.05309500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.00022662203177251181 -0.00041464686535504214 -0.00024677080127687211 9.223270514542654e-05 -0.00024029829237571108 -0.00027480884208593405 0.00063727312725715885 0.00025120915399035569
leaf_weight=0.0010013328585526645 0.00124167934657563 0.0013486443086538008 0.0013469613006879965 0.0011216326201186518 0.0010937222297122864 0.0010859152639021634 0.0012224942595289725
leaf_count=569 823 875 298 587 342 186 230
internal_value=0 -3.47942e-05 3.05377e-05 9.42421e-05 0.000173253 0.000335512 2.82237e-06
internal_weight=0 0.00846105 0.00721937 0.00587073 0.00474909 0.00243288 0.00231622
internal_count=3910 3341 2518 1643 1056 484 572
is_linear=0
shrinkage=0.00196078


Tree=7384
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.08662e-05 2.91236e-05 6.78527e-05 7.69054e-05 8.17002e-05 4.74411e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00025800444275202785 -0.00033171516230241386 0.00044726916657354242 0.00038880474519672857 -0.00051602030714974819 0.00017595610720200254 -0.00033192586979099954
leaf_weight=0.0011520942545725681 0.001001971888252017 0.0015087083107840397 0.0019708774022793585 0.0010377090276774102 0.001231789227137783 0.001660098813674031
leaf_count=380 304 548 581 461 1149 487
internal_value=0 3.2013e-05 7.71094e-05 -3.58511e-05 7.73781e-05 -0.000115595
internal_weight=0 0.00856128 0.00740918 0.00543831 0.0044006 0.00289189
internal_count=3910 3606 3226 2645 2184 1636
is_linear=0
shrinkage=0.00196078


Tree=7385
num_leaves=7
num_cat=0
split_feature=2 52 4 16 1 16
split_gain=1.22042e-05 6.0126e-05 4.54653e-05 3.653e-05 3.08832e-05 3.86189e-05
threshold=0.10946500000000002 0.086950000000000013 0.15045000000000003 -0.17157499999999998 0.09112000000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.017471355772518869 -0.0088076989479787659 -0.02083605241942716 0.021730221062994451 0.015492710249357396 -0.014424398793475533 -0.0072087048265808713
leaf_weight=0.0011908773909301634 0.0010335515936379868 0.0013846022523525533 0.0010047553280115619 0.0015409100438111129 0.0013396860103678365 0.0013559220857952898
leaf_count=534 256 911 231 511 519 948
internal_value=0 -0.00243927 0.00276846 0.00573699 -0.00213364 0.00433163
internal_weight=0 0.00627584 0.00489124 0.00257446 0.00388649 0.0025468
internal_count=3910 3143 2232 767 2001 1482
is_linear=0
shrinkage=0.1


Tree=7386
num_leaves=7
num_cat=0
split_feature=1 42 484 457 4 2
split_gain=1.1407e-05 2.27919e-05 2.40635e-05 3.54253e-05 4.64952e-05 6.96202e-05
threshold=0.12730000000000002 0.088915000000000008 0.073820000000000011 0.041935000000000007 -0.077679999999999985 0.092175000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0056200821613917873 0.0092479153008650661 -0.01328779013804442 0.0150243203763466 0.014737931221173565 -0.035181988823821689 -8.6170275885711855e-05
leaf_weight=0.0019526626017741552 0.0011469176733868687 0.001341049108358118 0.0010331588114393213 0.0010558457671616273 0.0010009503617026544 0.0012984586647398553
leaf_count=865 345 1025 367 235 582 491
internal_value=0 -0.00144352 0.00106138 -0.00165643 -0.00572737 -0.0153636
internal_weight=0 0.00768213 0.00634108 0.00530792 0.00425207 0.00229941
internal_count=3910 3565 2540 2173 1938 1073
is_linear=0
shrinkage=0.1


Tree=7387
num_leaves=7
num_cat=0
split_feature=11 13 39 16 12 52
split_gain=1.80264e-05 2.29636e-05 5.52092e-05 4.02815e-05 2.87356e-05 5.63655e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.086935000000000012 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00021463363287416881 -0.00025486130394785733 -0.00040593477199573252 0.00037723774343288057 -0.00015619784241634627 -0.00026287430326578083 0.00038757716376358825
leaf_weight=0.0018770310030949032 0.0010021482322900037 0.0013380551816504424 0.0010681788328966123 0.0016169838255713435 0.0012647938344775757 0.0013404136021433965
leaf_count=389 304 230 387 512 1605 483
internal_value=0 2.3177e-05 -3.10395e-05 -0.000109474 -1.55221e-05 9.02633e-05
internal_weight=0 0.00850546 0.00662843 0.00556025 0.00422219 0.0029574
internal_count=3910 3606 3217 2830 2600 995
is_linear=0
shrinkage=0.00196078


Tree=7388
num_leaves=6
num_cat=0
split_feature=1 12 47 4 0
split_gain=1.06934e-05 1.60593e-05 4.10738e-05 6.05036e-05 1.54466e-05
threshold=0.076710000000000014 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.047345000000000005
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.011799997331846696 0.013523429660876288 -0.008413438969893541 -0.015985231557395944 0.017235707899647946 0.0029782327669126761
leaf_weight=0.001558077249567527 0.0010584363433788491 0.0017334384696364533 0.0012175248553830433 0.0019590533549842136 0.0012952395966519085
leaf_count=1913 450 880 263 309 95
internal_value=0 0.00235116 -5.72145e-05 0.00519473 -0.00509154
internal_weight=0 0.00596845 0.00491002 0.00369249 0.00285332
internal_count=3910 1902 1452 1189 2008
is_linear=0
shrinkage=0.1


Tree=7389
num_leaves=8
num_cat=0
split_feature=50 4 40 2 16 13 0
split_gain=9.73656e-06 2.57152e-05 3.16404e-05 3.64293e-05 4.14546e-05 3.3236e-05 4.01695e-05
threshold=0.082310000000000008 0.28937500000000005 -1.0000000180025095e-35 0.094010000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.017113497777513174 -0.0090912796641251532 0.015946236611049464 0.012861497125485786 -0.023198345342310703 0.0046655292767906077 0.023457753722798107 -0.012516654926760531
leaf_weight=0.0010396651963593267 0.0010492837867404027 0.001022831301314104 0.0014559253226918859 0.0010080409600896258 0.0011352583592100108 0.0010059778146670625 0.0010911265857105658
leaf_count=269 747 396 211 378 422 261 1226
internal_value=0 0.00117232 -0.00107104 0.00185695 -0.00843947 0.00806807 0.0019898
internal_weight=0 0.00775883 0.00673599 0.00569633 0.0021433 0.00355303 0.00254705
internal_count=3910 3163 2767 2498 800 1698 1437
is_linear=0
shrinkage=0.1


Tree=7390
num_leaves=7
num_cat=0
split_feature=52 150 3 12 15 2
split_gain=3.17781e-05 5.31489e-05 2.75026e-05 5.42294e-05 5.67506e-05 3.23206e-05
threshold=-0.26295999999999992 0.082085000000000019 0.090325000000000003 0.080120000000000011 0.085120000000000015 0.11260500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4
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leaf_value=-0.00033800535288917768 0.00030096449998796143 0.00034926718715374818 -0.00044171450210951863 -0.00034814299330309084 0.00021084463301118735 8.884190275736258e-06
leaf_weight=0.0010042052425393517 0.0019080457546439646 0.00163578293899841 0.0011958275215620657 0.0017446308499430073 0.0011642569801496837 0.0012535791771110939
leaf_count=437 453 491 144 1122 1092 171
internal_value=0 2.99477e-05 -4.19368e-05 4.40841e-05 -0.000124413 -0.000211103
internal_weight=0 0.00890212 0.00726634 0.00481693 0.00290889 0.00244941
internal_count=3910 3473 2982 2667 2214 315
is_linear=0
shrinkage=0.00196078


Tree=7391
num_leaves=8
num_cat=0
split_feature=52 52 52 43 12 3 43
split_gain=1.67033e-05 4.34601e-05 2.21525e-05 2.84e-05 8.77461e-05 0.0001144 7.2547e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0066199999999999991 -0.0037249999999999996 0.088375000000000023 0.090325000000000003 -0.15109999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00024768631544144028 0.00033071958161835324 -0.00028535710792869194 0.00017623695881908042 0.00071855802008721791 -0.0003468243822878255 -0.00010510019984112651 -0.0005560972609366813
leaf_weight=0.0010010612241354256 0.0014378050767787755 0.0012056705929079647 0.00107939110259793 0.001300565249180816 0.0011295294099946673 0.0012927534051823148 0.0010036374321744641
leaf_count=449 522 527 215 301 483 226 1187
internal_value=0 2.01775e-05 -4.3503e-05 6.72133e-06 0.000109302 0.000307969 -0.000176614
internal_weight=0 0.00844935 0.00701155 0.00580588 0.00372285 0.00259332 0.00208303
internal_count=3910 3461 2939 2412 1010 527 1402
is_linear=0
shrinkage=0.00196078


Tree=7392
num_leaves=6
num_cat=0
split_feature=49 42 3 16 0
split_gain=9.93205e-06 2.39386e-05 3.16183e-05 2.90886e-05 4.32306e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 0.15100500000000003 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0061747234832310784 0.011657374577766435 -0.015814953045424206 -0.0045434459275727939 -0.013773084331856079 0.020061714236125829
leaf_weight=0.0019821133389756702 0.0010987583607019718 0.0017168273276974167 0.0017490279459179108 0.0010650695628585003 0.0012067348625909591
leaf_count=529 529 1498 280 263 811
internal_value=0 -0.00186496 -0.00445448 0.000396252 0.00550198
internal_weight=0 0.00683642 0.00573766 0.00402083 0.00295576
internal_count=3910 3381 2852 1354 1091
is_linear=0
shrinkage=0.1


Tree=7393
num_leaves=9
num_cat=0
split_feature=11 13 39 52 12 52 2 0
split_gain=3.61164e-05 3.50725e-05 6.30435e-05 5.76428e-05 4.53406e-05 9.70205e-05 3.01964e-05 2.8191e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.081429999999999989 0.086935000000000012 0.071660000000000015 0.092635000000000009 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -5 -1
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=2.5307971259128805e-05 -0.00036492649648643672 0.00019740325522209112 0.00038232857474152572 -0.00013604436616077402 -0.00056046674645925359 0.00034772525691376263 -0.00061065461530293704 0.00048414801924594658
leaf_weight=0.001043874758718063 0.0010073151130333092 0.001617007197860983 0.0011478827818483806 0.001060940943589498 0.0012004612695353471 0.0011321275012824606 0.0010023040172617609 0.0010157521481092093
leaf_count=300 279 636 387 359 1356 335 152 106
internal_value=0 2.61072e-05 -3.87496e-05 -0.000119136 -0.000235574 -0.000113516 -0.000366605 0.000251595
internal_weight=0 0.00922035 0.00716072 0.00601284 0.00439583 0.00319537 0.00206324 0.00205963
internal_count=3910 3631 3225 2838 2202 846 511 406
is_linear=0
shrinkage=0.00196078


Tree=7394
num_leaves=7
num_cat=0
split_feature=52 160 0 2 16 0
split_gain=9.45914e-06 3.54049e-05 3.00589e-05 2.56237e-05 0.000101804 1.11754e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.11005500000000001 -0.078844999999999985 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0095267283842316013 -0.018842133915739467 0.003368772270896252 0.011649124084878358 0.012734830324606145 -0.02475803172493693 0.018204658182475363
leaf_weight=0.0010118227359022926 0.0010704601724383983 0.0010254260950046876 0.0019861791051789027 0.0013857147585812561 0.0013446718130294823 0.0010057088629588555
leaf_count=128 924 198 1062 315 478 805
internal_value=0 -0.00240936 0.00450229 0.00128497 -0.00341501 0.0107147
internal_weight=0 0.00583198 0.002998 0.00476152 0.00337581 0.00203113
internal_count=3910 2720 1190 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=7395
num_leaves=7
num_cat=0
split_feature=1 0 50 160 4 51
split_gain=2.24918e-05 3.59369e-05 2.69632e-05 4.88176e-05 3.64349e-05 5.43178e-05
threshold=0.076710000000000014 0.047345000000000005 0.086465000000000014 -0.026849999999999995 0.24280000000000004 0.077145000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.00033283415790409589 0.00042921910804877256 8.7420430043178788e-05 -0.00023196559463520606 -0.00032454411852011653 0.00026447242632455446 0.00023469968993898428
leaf_weight=0.0017295235616363066 0.0013976825860752412 0.0014284040053447852 0.0010433042117892035 0.0018214352969723273 0.001418629243120233 0.001054187454894187
leaf_count=1913 415 95 463 508 320 196
internal_value=0 -0.000142743 5.7811e-05 0.000110926 7.32832e-06 -0.000119528
internal_weight=0 0.00315793 0.00673524 0.00569193 0.00429425 0.00287562
internal_count=3910 2008 1902 1439 1024 704
is_linear=0
shrinkage=0.00196078


Tree=7396
num_leaves=7
num_cat=0
split_feature=42 43 0 13 15 16
split_gain=1.02531e-05 2.60112e-05 3.69631e-05 2.31946e-05 5.06886e-05 2.55248e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 -0.09547499999999999 -0.0039399999999999991 -0.072804999999999981
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0075981121178726619 -0.0020643447239469879 0.006554205936218473 0.024466080270435061 0.010435064883788965 -0.025932963432926417 -0.010618164944391028
leaf_weight=0.0014988935779902523 0.0010768291661593472 0.0018899097341557401 0.0010250320921325901 0.0012640218108834818 0.0010164882766679783 0.0010577786694305942
leaf_count=1060 976 395 357 192 752 178
internal_value=0 0.00147889 0.010874 -0.00229816 -0.00730975 0.000843518
internal_weight=0 0.00733006 0.00210186 0.0052282 0.00333829 0.0023218
internal_count=3910 2850 1333 1517 1122 370
is_linear=0
shrinkage=0.1


Tree=7397
num_leaves=7
num_cat=0
split_feature=50 42 51 16 13 48
split_gain=9.8882e-06 2.36133e-05 2.90174e-05 3.99668e-05 5.2822e-05 4.53561e-05
threshold=0.082310000000000008 -1.0000000180025095e-35 -0.07742499999999998 -0.094359999999999986 -0.077944999999999987 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.011317669052439345 -0.0092125484825320951 -0.011229446606585038 0.0090128584849256312 -0.0021941870450698773 0.025721815309725494 -0.017880755681046433
leaf_weight=0.0012674539921395458 0.0010402046207762953 0.0010966924150510454 0.0014723284263323908 0.0011151215526104714 0.0017283845289417952 0.0010923666057783925
leaf_count=864 747 480 498 653 530 138
internal_value=0 0.00116928 0.00360232 0.00660995 0.0147742 -0.00244179
internal_weight=0 0.00777235 0.00650489 0.0054082 0.00284351 0.0025647
internal_count=3910 3163 2299 1819 1183 636
is_linear=0
shrinkage=0.1


Tree=7398
num_leaves=7
num_cat=0
split_feature=42 49 1 15 16 4
split_gain=1.01835e-05 2.00453e-05 3.72052e-05 2.30871e-05 8.08209e-05 4.45741e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.09112000000000002 -0.038029999999999987 -0.09601999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=0.0067948763296951089 -0.008669365664760639 0.015487590645782527 -0.019884515823204992 -0.0012520814652334789 -0.022391327227619297 0.02216411363198327
leaf_weight=0.0010082419554254026 0.0011857570712511638 0.0011340354713065357 0.0010853970401609252 0.0017168077043233369 0.0011192050655380536 0.0015440444439723177
leaf_count=393 843 385 312 644 586 747
internal_value=0 0.00129396 -0.00703642 0.0044569 -0.00332721 0.00983571
internal_weight=0 0.00760773 0.00209364 0.00551409 0.00225324 0.00326085
internal_count=3910 3067 705 2362 971 1391
is_linear=0
shrinkage=0.1


Tree=7399
num_leaves=7
num_cat=0
split_feature=2 15 4 0 16 13
split_gain=2.79791e-05 5.97513e-05 5.33576e-05 5.82371e-05 4.40711e-05 3.35726e-05
threshold=0.11005500000000001 -0.017214999999999998 -0.34687499999999999 -0.06402999999999999 -0.11180499999999999 -0.0041499999999999983
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.00046795574742556067 -6.6625164523689966e-05 0.00051912583110803379 0.0001656874202722242 0.00035760781181326458 -0.00050830494525193196 -8.0314087833352127e-05
leaf_weight=0.001109814160295766 0.0017515592500609001 0.0010838602647915128 0.0015164762041968097 0.001353244226536621 0.0011453258876947664 0.0018314271750702884
leaf_count=212 526 229 450 246 1663 584
internal_value=0 0.000157283 -7.38061e-05 1.01386e-06 -0.000106383 -0.000244986
internal_weight=0 0.00283542 0.00695629 0.00584647 0.00449323 0.00297675
internal_count=3910 755 3155 2943 2697 2247
is_linear=0
shrinkage=0.00196078


Tree=7400
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 0 16
split_gain=2.40477e-05 2.75027e-05 7.55642e-05 5.08521e-05 3.3758e-05 4.13727e-05 4.10621e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.090325000000000003 -0.06402999999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=3.8832553664525451e-05 -0.00028792792840912665 -0.00013234114127562251 0.00053812619365217946 0.00032171599840125759 -0.00042799619714423739 0.00023025454180914068 -0.00048074845023685965
leaf_weight=0.0012798219469374132 0.0010228031158991463 0.0013066196401660818 0.0012787967198436972 0.0011852991108290134 0.0011308868252628739 0.0013665367740392695 0.0010767994164437411
leaf_count=718 304 114 591 421 157 220 1385
internal_value=0 3.00564e-05 0.000199285 -4.23896e-05 -0.0001313 -4.118e-05 -0.000198577
internal_weight=0 0.00862476 0.00258542 0.00603934 0.00485404 0.00372316 0.00235662
internal_count=3910 3606 705 2901 2480 2323 2103
is_linear=0
shrinkage=0.00196078


Tree=7401
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.10248e-05 2.17499e-05 1.71954e-05 3.32007e-05 3.92936e-05 3.39646e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.013139479694983806 0.020996931665470536 0.0044153345370250684 -0.008236183840654809 -0.0057287867742103179 -0.015823627369551837 0.016978995028397819
leaf_weight=0.0015548046078499829 0.0010298222700844228 0.001292455147357755 0.0012122258083292151 0.0011657706015491605 0.001036910405085831 0.0015142846855601339
leaf_count=1913 265 95 571 133 409 524
internal_value=0 -0.00517083 0.00239367 0.0051083 0.000706194 0.00710156
internal_weight=0 0.00284726 0.00595901 0.00474679 0.00371697 0.00268006
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=7402
num_leaves=7
num_cat=0
split_feature=49 52 2 42 4 15
split_gain=1.03673e-05 2.28892e-05 4.83596e-05 7.74921e-05 3.91798e-05 3.90904e-05
threshold=-0.045004999999999996 0.11110500000000002 0.10796500000000002 0.084100000000000022 -0.08422499999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.006317516655353678 -0.0069688324230659827 0.010750479876748369 -0.021347921469142953 -0.020945870060625475 0.0030730437732398685 0.030552988294637373
leaf_weight=0.0019825366734560453 0.0010351123440225304 0.0011820551496281584 0.0013145425938935335 0.0012065338898268165 0.0010319163629187596 0.0010387159188325755
leaf_count=529 493 610 501 984 390 403
internal_value=0 -0.00189951 -0.00455696 0.000561553 0.00891686 0.0168581
internal_weight=0 0.00680888 0.00562682 0.00431228 0.00310574 0.00207063
internal_count=3910 3381 2771 2270 1286 793
is_linear=0
shrinkage=0.1


Tree=7403
num_leaves=7
num_cat=0
split_feature=2 52 3 15 16 1
split_gain=1.17651e-05 4.16374e-05 3.43637e-05 6.92229e-05 3.4304e-05 1.99191e-05
threshold=0.10946500000000002 0.086950000000000013 -0.089974999999999986 -0.017214999999999998 -0.17157499999999998 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4
right_child=4 -3 3 -5 -6 -7
leaf_value=-0.013392898095859314 -0.0083903911033304055 -0.017766064113051695 -0.015955528677173994 0.021334243913365122 0.015236066594138356 0.0039558950721421916
leaf_weight=0.0011199456956985736 0.0010321252332571684 0.0013721019373511088 0.001006072756095338 0.0017161046864145376 0.0015189104891494064 0.0010036028715699119
leaf_count=518 256 911 563 856 511 295
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internal_weight=0 0.00621783 0.00484573 0.00372578 0.00255104 0.00200968
internal_count=3910 3143 2232 1714 767 858
is_linear=0
shrinkage=0.1


Tree=7404
num_leaves=8
num_cat=0
split_feature=157 160 133 13 1 0 12
split_gain=1.86601e-05 7.00601e-05 9.8296e-05 3.77407e-05 2.95323e-05 2.76037e-05 2.4971e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 0.090820000000000012 -0.15291499999999997 0.09112000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 -4
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leaf_value=0.00025006915667961888 -0.00045936915708780067 -0.0005307310187661348 0.00056847984433732086 0.00022255052034009538 -0.00035991013183431019 5.5172733834466642e-05 0.00013255495737552928
leaf_weight=0.0010060507740576397 0.001260387548380656 0.001000524511489847 0.001016375699193342 0.001777000084276783 0.0010050592472954554 0.0015910923217144273 0.0010045350640026885
leaf_count=563 828 845 327 666 105 494 82
internal_value=0 -3.20649e-05 4.07679e-05 0.000130194 2.77892e-05 -0.00010552 0.000351794
internal_weight=0 0.00865497 0.00739459 0.00639406 0.00437315 0.00259615 0.00202091
internal_count=3910 3347 2519 1674 1265 599 409
is_linear=0
shrinkage=0.00196078


Tree=7405
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=1.07031e-05 2.36614e-05 2.32418e-05 3.04652e-05 2.6043e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_weight=0.001481064336435578 0.0016812172420402798 0.0015629212153411634 0.0011596823162530519 0.0015947793466795294 0.0012853620704257377
leaf_count=1060 1040 604 520 331 355
internal_value=0 0.00153708 0.00465919 0.000653092 0.0061635
internal_weight=0 0.00728396 0.00560274 0.00403982 0.00288014
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=7406
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 43
split_gain=9.85643e-06 2.53173e-05 2.7067e-05 4.70148e-05 3.31119e-05 2.23542e-05
threshold=0.082310000000000008 0.28937500000000005 -0.024429999999999997 -0.095609999999999987 -0.11271999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
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leaf_weight=0.0012914105622649306 0.001026531959873061 0.0010258169280572636 0.0015784422339882335 0.0010018144300018503 0.001091916662396328 0.0017382526583451839
leaf_count=447 747 396 408 473 1024 415
internal_value=0 0.00118846 -0.00105089 -0.00415573 0.00182706 0.0073576
internal_weight=0 0.00772765 0.00670184 0.00541043 0.00383198 0.00283017
internal_count=3910 3163 2767 2320 1912 1439
is_linear=0
shrinkage=0.1


Tree=7407
num_leaves=6
num_cat=0
split_feature=43 15 13 4 4
split_gain=8.47138e-06 2.82418e-05 2.08076e-05 4.18025e-05 3.80198e-05
threshold=-0.062599999999999989 -0.053579999999999996 -0.09547499999999999 -0.034289999999999994 0.08734500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.01663004289069421 0.0062327621073548856 -0.0031349095985519835 -0.023436109710499229 0.010196579772410064 -0.013868630389439833
leaf_weight=0.0011461989474191147 0.0018837756173678095 0.0019577195897149914 0.0010629570920113866 0.0015479064201322939 0.0011399785002922892
leaf_count=830 401 932 1080 381 286
internal_value=0 0.00416379 -0.00234214 -0.00664869 -9.89223e-06
internal_weight=0 0.00310392 0.00563462 0.00375084 0.00268788
internal_count=3910 1762 2148 1747 667
is_linear=0
shrinkage=0.1


Tree=7408
num_leaves=6
num_cat=0
split_feature=42 3 3 15 52
split_gain=8.9941e-06 2.51567e-05 2.48357e-05 3.43376e-05 3.30161e-05
threshold=0.091955000000000023 -0.100615 -0.055684999999999991 -0.017214999999999998 -0.0041199999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012630452192905704 -0.0081631406804122172 -0.014215394593354164 -0.017421764371996006 0.01193740124997331 0.0042933063697331506
leaf_weight=0.0015424165855514628 0.001176047862728285 0.0012523325157718906 0.0012628139124143771 0.0019204016760939998 0.0015714762046629218
leaf_count=466 843 1701 297 284 319
internal_value=0 0.0012385 -0.00168659 0.00161335 -0.00538181
internal_weight=0 0.00754944 0.00600702 0.00475469 0.00283429
internal_count=3910 3067 2601 900 616
is_linear=0
shrinkage=0.1


Tree=7409
num_leaves=8
num_cat=0
split_feature=157 160 52 49 13 3 3
split_gain=2.15238e-05 6.35192e-05 3.53925e-05 5.95337e-05 5.44483e-05 5.0253e-05 2.26608e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 -0.081629999999999994 0.0024700000000000004 -0.074234999999999982 0.096385000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00026517079111368212 -0.00044803746931860501 0.00039756983870500889 0.00036542992161894047 0.00027470324779889599 -0.00048098284274665786 -0.00038878809720497399 -1.2112271303232457e-05
leaf_weight=0.0010142973223264866 0.0012366135776539326 0.0010728981428583641 0.0010506942279510049 0.0015575934733655043 0.0011758823666988992 0.001075679677034443 0.0014308119687071713
leaf_count=563 828 176 240 1047 461 382 213
internal_value=0 -3.6835e-05 3.22211e-05 -2.32372e-05 -0.000109399 -1.88624e-06 -0.000173766
internal_weight=0 0.00860017 0.00736356 0.00631287 0.00523997 0.00406409 0.00250649
internal_count=3910 3347 2519 2279 2103 1642 595
is_linear=0
shrinkage=0.00196078


Tree=7410
num_leaves=6
num_cat=0
split_feature=1 0 47 15 16
split_gain=8.87548e-06 2.05869e-05 1.66382e-05 3.04307e-05 2.92811e-05
threshold=0.076710000000000014 0.047345000000000005 0.087850000000000025 1.0000000180025095e-35 -0.010344999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.01243941023879473 0.0036383792783578218 0.0047272120720111173 -0.0053018696795703452 -0.0074187216613644585 0.02493016886765461
leaf_weight=0.0015392178993509343 0.0016986076398396955 0.0012791367682723127 0.0019808107081278224 0.0011895300298600817 0.001042191997795071
leaf_count=1913 553 95 377 564 408
internal_value=0 -0.00464818 0.00217139 0.00593777 0.0117346
internal_weight=0 0.00281835 0.00591114 0.00393033 0.0027408
internal_count=3910 2008 1902 1525 961
is_linear=0
shrinkage=0.1


Tree=7411
num_leaves=8
num_cat=0
split_feature=11 160 48 2 16 13 2
split_gain=2.9448e-05 2.60612e-05 2.81366e-05 3.54987e-05 6.13183e-05 6.08804e-05 6.78079e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.096835000000000018 0.11260500000000001 0.16388500000000003 -0.083514999999999992 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00045121361823435315 -0.00031710419751738506 -0.00025583086733290512 0.0003767711791469724 0.00033195319660309173 -0.00040245160897853558 0.00021908487920226281 -0.00037679726545059657
leaf_weight=0.0011965130762163568 0.0010310884072318076 0.0010548134761136701 0.0010162927515566557 0.0012009924871526235 0.0013535327044661722 0.0014954303594590474 0.0014423599734483391
leaf_count=706 304 362 298 432 267 727 814
internal_value=0 3.32228e-05 7.27936e-05 2.66076e-05 -4.02161e-05 7.83764e-05 -7.3474e-05
internal_weight=0 0.00875993 0.00770512 0.00668883 0.00548784 0.0041343 0.00293779
internal_count=3910 3606 3244 2946 2514 2247 1541
is_linear=0
shrinkage=0.00196078


Tree=7412
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 4
split_gain=1.62797e-05 5.09935e-05 3.54001e-05 2.9209e-05 4.26965e-05 3.75494e-05
threshold=-0.060939999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.010319999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.00022719865159865778 -0.00040972620714836944 -0.00026398666595383631 0.00039285376211396636 -0.0001940898931483075 -0.00025830859101260822 0.00019323368189030956
leaf_weight=0.0010010387781772328 0.0012104324469654785 0.0013284551228990096 0.0018262752352168669 0.0011234317362062204 0.0011863562350008295 0.0017562182336720673
leaf_count=572 821 875 663 587 185 207
internal_value=0 -3.72799e-05 2.51543e-05 9.03431e-05 0.000157349 1.11856e-05
internal_weight=0 0.00843117 0.00722074 0.00589228 0.00476885 0.00294257
internal_count=3910 3338 2517 1642 1055 392
is_linear=0
shrinkage=0.00196078


Tree=7413
num_leaves=6
num_cat=0
split_feature=43 15 4 15 1
split_gain=8.9304e-06 2.4742e-05 2.20565e-05 2.71047e-05 1.87848e-05
threshold=-0.062599999999999989 -0.053579999999999996 -0.23071499999999998 -0.0089749999999999986 0.10498500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015915175358937626 -0.014944775909639064 -0.0025654703409705576 -0.014413523055507577 0.010804888406316186 0.0019618526184851464
leaf_weight=0.0011493559883495601 0.0011238178688341531 0.0019595175764204067 0.0012494636117110153 0.0016742553855195741 0.0015944963679649102
leaf_count=830 241 932 465 1097 345
internal_value=0 0.00426686 -0.00240801 0.000710266 -0.00523249
internal_weight=0 0.00310887 0.00564203 0.00451822 0.00284396
internal_count=3910 1762 2148 1907 810
is_linear=0
shrinkage=0.1


Tree=7414
num_leaves=6
num_cat=0
split_feature=49 42 3 4 4
split_gain=9.00379e-06 2.33887e-05 2.54169e-05 3.03144e-05 4.41028e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 0.15045000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0059144285804574306 0.011717732863760889 -0.01455941283139902 0.010109844065581935 -0.022721608227731664 0.0052126485628609907
leaf_weight=0.0019713470598521216 0.0010811545318846483 0.0017015610374240932 0.0017083659189665625 0.0010379227146474299 0.0012409025233979928
leaf_count=529 529 1498 653 363 338
internal_value=0 -0.00176496 -0.00432736 3.92328e-05 -0.0075104
internal_weight=0 0.00676991 0.00568875 0.00398719 0.00227883
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=7415
num_leaves=8
num_cat=0
split_feature=52 52 2 160 52 2 13
split_gain=3.01014e-05 3.38042e-05 4.41746e-05 3.9938e-05 3.01095e-05 6.59947e-05 6.03965e-05
threshold=-0.24456499999999998 -0.048794999999999991 0.091985000000000011 -1.0000000180025095e-35 0.10433000000000002 0.10393500000000001 -0.075169999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.00032678633641372568 -1.5922970202814217e-05 -0.00037233092771446756 0.00053191597116642559 0.00046652758493861355 0.00032398915427972718 -0.00040423851076696086 -0.00011224587422570755
leaf_weight=0.001001611509229232 0.0012233546713282183 0.00114626272855998 0.0010529367628691643 0.0011709187259427319 0.0010767959847748088 0.0013318322526183674 0.0016990349493304971
leaf_count=449 426 924 315 403 251 286 856
internal_value=0 3.21629e-05 0.000237489 -4.05832e-05 3.1457e-05 -4.35105e-05 0.000123889
internal_weight=0 0.00870114 0.00227629 0.00642484 0.00527858 0.00420179 0.00286995
internal_count=3910 3461 741 2720 1796 1545 1259
is_linear=0
shrinkage=0.00196078


Tree=7416
num_leaves=7
num_cat=0
split_feature=49 2 4 47 49 15
split_gain=8.74793e-06 4.38426e-05 5.19526e-05 4.51323e-05 2.75752e-05 7.0319e-05
threshold=0.010625000000000001 0.11260500000000001 -0.23071499999999998 0.09252500000000001 -0.053904999999999988 0.079360000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.025385252508745515 0.0074252245668278392 0.014260245956439228 -0.0086855192552276299 -0.018781593644013436 0.023210672967589423 -0.0097840754047391933
leaf_weight=0.0010470553372372215 0.0013324166740666128 0.0014440058308318156 0.0011510323750590743 0.0010926920280813291 0.0015917406544207345 0.0010870498623476235
leaf_count=209 805 445 313 245 628 1265
internal_value=0 -0.0013756 -0.00515782 -0.000855298 0.00425928 0.00982145
internal_weight=0 0.00741358 0.00596957 0.00492251 0.00382982 0.00267879
internal_count=3910 3105 2660 2451 2206 1893
is_linear=0
shrinkage=0.1


Tree=7417
num_leaves=7
num_cat=0
split_feature=43 42 0 13 4 4
split_gain=8.90439e-06 2.31282e-05 3.61854e-05 1.9223e-05 3.58549e-05 3.6037e-05
threshold=-0.062599999999999989 -1.0000000180025095e-35 -0.070894999999999986 -0.09547499999999999 -0.034289999999999994 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=-0.0080275460220445485 0.0058393681653045775 -0.0024835721989693521 0.02390922092053327 -0.022192079233092868 0.0095519767721801031 -0.013884759405673745
leaf_weight=0.0010250322732908161 0.0018806020723713974 0.0010703390975070222 0.0010093414614571262 0.0010532655007496144 0.0015419022221040742 0.0011419913054973615
leaf_count=479 401 962 321 1080 381 286
internal_value=0 0.00426636 0.0103258 -0.00240677 -0.00655637 -0.000420307
internal_weight=0 0.00310471 0.00207968 0.00561776 0.00373716 0.00268389
internal_count=3910 1762 1283 2148 1747 667
is_linear=0
shrinkage=0.1


Tree=7418
num_leaves=7
num_cat=0
split_feature=1 42 3 133 49 1
split_gain=8.89064e-06 2.11381e-05 2.73837e-05 3.52181e-05 4.17916e-05 3.74765e-05
threshold=0.12730000000000002 0.088915000000000008 -0.12008499999999998 0.077945 -0.0057999999999999987 0.094890000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.015132679465550181 0.00828153020074846 -0.012743718520264711 -0.020942231637888695 0.013048795486052027 -0.0099823439015495081 0.014220794140661068
leaf_weight=0.0011471441148379292 0.0011216312604840359 0.00132271936753715 0.0013316574541347072 0.0011971805067124098 0.0014280035618866919 0.0011590008606121804
leaf_count=312 345 1025 284 746 1009 189
internal_value=0 -0.0012571 0.00116883 -0.00196234 -0.00654835 0.000860876
internal_weight=0 0.00758571 0.00626299 0.00511584 0.00391866 0.002587
internal_count=3910 3565 2540 2228 1482 1198
is_linear=0
shrinkage=0.1


Tree=7419
num_leaves=8
num_cat=0
split_feature=11 3 15 48 3 4 151
split_gain=2.23871e-05 2.2616e-05 3.11989e-05 7.02325e-05 3.88275e-05 5.06928e-05 3.22026e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.083775000000000002 0.10666500000000002 -0.08100499999999998 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=0.000294781944145878 -0.00027868133567610895 -0.00039137886425106037 0.00029849415486651621 0.00036290448456197311 0.00043955266900534912 -0.00029938240307225374 -0.00011875284102986675
leaf_weight=0.0010924820708018935 0.0010002550238712238 0.0019454802789452275 0.0010399104102103178 0.0010744794371139528 0.0010792909257761009 0.0011461924420848365 0.0010603031410533312
leaf_count=222 304 1032 681 252 105 956 358
internal_value=0 3.15598e-05 -7.58788e-06 -0.000121904 0.000135256 -1.49776e-05 0.000123675
internal_weight=0 0.00843814 0.00734566 0.00408026 0.00326539 0.0021861 0.00213478
internal_count=3910 3606 3384 1642 1742 1637 610
is_linear=0
shrinkage=0.00196078


Tree=7420
num_leaves=8
num_cat=0
split_feature=11 13 39 16 3 0 52
split_gain=3.06612e-05 3.07024e-05 6.19622e-05 4.1689e-05 3.45827e-05 8.3879e-05 4.78167e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.088024999999999978 -0.10131499999999999 -0.069134999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00024956928394983321 -0.00032478091697378932 -0.0004038394275209857 0.00040226982646378068 0.00029727742506917607 -0.00016111211126732471 -0.00049388947069372571 0.0004426632929242905
leaf_weight=0.0019569357836364681 0.0010288232282525444 0.0014003254259225334 0.0010802890907290596 0.0010388576487949793 0.0010111984404805319 0.0013328865764380212 0.0010060104750015011
leaf_count=389 304 230 387 573 85 1834 108
internal_value=0 3.28998e-05 -2.88229e-05 -0.000109266 -1.52798e-05 -0.000112203 0.000139999
internal_weight=0 0.0088265 0.00686957 0.00578928 0.00438895 0.0033501 0.00201721
internal_count=3910 3606 3217 2830 2600 2027 193
is_linear=0
shrinkage=0.00196078


Tree=7421
num_leaves=6
num_cat=0
split_feature=49 42 1 15 12
split_gain=1.00022e-05 2.55793e-05 2.25965e-05 4.00016e-05 1.58732e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.081005000000000008 -0.10071499999999999 0.091405000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.006236964201478676 0.012195378040127068 -0.0048296617440274046 0.0003398500891696357 -0.021036761377035227 0.012394061362149588
leaf_weight=0.0019712015269265351 0.0010865642458352922 0.001100245689501903 0.001906267982723954 0.0016187329982247783 0.0010416328035432727
leaf_count=529 529 975 454 876 547
internal_value=0 -0.00185946 -0.00455432 -0.00947661 0.00354653
internal_weight=0 0.00675344 0.00566688 0.003525 0.00214188
internal_count=3910 3381 2852 1330 1522
is_linear=0
shrinkage=0.1


Tree=7422
num_leaves=7
num_cat=0
split_feature=15 151 4 4 3 13
split_gain=8.64266e-06 2.43096e-05 3.72764e-05 2.81058e-05 2.75744e-05 1.70494e-05
threshold=-0.11739999999999999 -0.076429999999999984 -1.0000000180025095e-35 -0.08422499999999998 0.082730000000000012 -0.0038299999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0067492722886313226 0.015576001706308613 0.0075092039517994967 -0.00068943685322780533 0.016211747685329236 -0.0220183316618386 -0.010069232462103212
leaf_weight=0.0015686422528144927 0.0010405242587948164 0.0010547244651458606 0.0013122885006173351 0.0014541699643695772 0.0011264154995969924 0.0011570452540822355
leaf_count=614 487 352 590 1351 102 414
internal_value=0 0.00144782 -0.000960303 0.00541313 -0.0105411 -0.00168662
internal_weight=0 0.00714517 0.00610464 0.00366594 0.0024387 0.00221177
internal_count=3910 3296 2809 2117 692 766
is_linear=0
shrinkage=0.1


Tree=7423
num_leaves=8
num_cat=0
split_feature=11 16 2 16 0 16 1
split_gain=2.02541e-05 3.58203e-05 3.97111e-05 6.49565e-05 5.32479e-05 4.96311e-05 2.15426e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.11180499999999999 -0.029849999999999998 0.0063350000000000012 0.089175000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00029288790117370063 -0.00026674526786494608 0.00043925050285630133 0.00031549177031650784 2.5823280943302815e-05 -0.00046873834363568703 0.00037664291910101367 -0.00035700407703721142
leaf_weight=0.0011773909492491484 0.0010240240394877422 0.0010096076358623845 0.0019509529698113976 0.001275974033708039 0.0011803453098608915 0.0010177884401176276 0.0010144339435534094
leaf_count=380 304 219 581 1413 180 421 412
internal_value=0 2.49231e-05 7.51557e-05 -1.01247e-05 -0.000111203 1.63641e-05 -0.000143733
internal_weight=0 0.00862649 0.0074491 0.00549815 0.00448854 0.0033082 0.00229041
internal_count=3910 3606 3226 2645 2426 2246 1825
is_linear=0
shrinkage=0.00196078


Tree=7424
num_leaves=8
num_cat=0
split_feature=1 12 2 52 49 16 12
split_gain=9.37605e-06 1.73739e-05 3.05509e-05 4.37341e-05 7.34734e-05 5.47174e-05 3.94584e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 0.091210000000000013 -0.047894999999999993 -0.095109999999999986 0.078515000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0055685268932502939 0.0084968955150754033 -0.012129615704952279 0.022257434822967923 0.02344535757765202 0.0066009773336634537 -0.025290306479516141 -0.02164849388028299
leaf_weight=0.0010010934600063698 0.0011233456182448446 0.0012379483149945426 0.0010035083714024918 0.0010498835137289567 0.0010043806414832021 0.0011586144206377161 0.0011384003808953675
leaf_count=225 345 520 232 430 240 789 1129
internal_value=0 -0.00129148 0.000819487 0.00575815 -0.000106205 -0.0104817 -0.00891334
internal_weight=0 0.00759383 0.00635588 0.00421639 0.0031665 0.002163 0.00213949
internal_count=3910 3565 3045 1691 1261 1029 1354
is_linear=0
shrinkage=0.1


Tree=7425
num_leaves=8
num_cat=0
split_feature=47 47 51 15 2 16 13
split_gain=2.06892e-05 4.05107e-05 3.49793e-05 4.55868e-05 3.87285e-05 7.85843e-05 4.41992e-05
threshold=0.10436500000000001 0.077065000000000008 0.085845000000000019 -0.091024999999999981 0.106285 0.15100500000000003 -0.076384999999999995
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00040125593145330554 0.00019426310265009236 -0.00041312492699150321 -0.00031872391107248658 0.00036472645070335241 0.00028519174128729784 -0.00057097780819837538 -0.00014809737523038683
leaf_weight=0.0012259105393891733 0.0016603176565249738 0.0010118968706665154 0.0010867389469566236 0.0010848476139607487 0.0012014042691507621 0.0010615878658885407 0.0015978887168550243
leaf_count=548 290 288 428 802 411 203 940
internal_value=0 -4.55836e-05 5.65569e-06 6.27744e-05 -2.11259e-05 -0.000119411 5.92788e-05
internal_weight=0 0.00827027 0.00725838 0.00617164 0.00494573 0.00374432 0.00268274
internal_count=3910 3620 3332 2904 2356 1945 1742
is_linear=0
shrinkage=0.00196078


Tree=7426
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.7508e-05 4.37442e-05 1.97224e-05 3.94416e-05 4.64873e-05 3.02673e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=6.9231612692694473e-05 0.0004334195093645102 -0.00041119660086638997 -0.00016142993456227697 -7.8892724901881404e-05 -0.00032057246123758391 0.0003282333875758431
leaf_weight=0.0017705516959007099 0.0011180635846177846 0.001238246545430751 0.0013133696888903467 0.0012496762236089019 0.001126877233583868 0.0016021299612128382
leaf_count=440 266 1552 583 133 412 524
internal_value=0 -0.000128485 5.28243e-05 0.000108035 1.65975e-05 0.000149829
internal_weight=0 0.0030088 0.00641012 0.00509675 0.00397868 0.00285181
internal_count=3910 1992 1918 1335 1069 657
is_linear=0
shrinkage=0.00196078


Tree=7427
num_leaves=8
num_cat=0
split_feature=11 4 52 1 2 0 3
split_gain=3.93016e-05 3.20768e-05 5.42586e-05 4.93773e-05 5.50239e-05 7.08962e-05 4.67191e-05
threshold=0.077330000000000024 -0.083329999999999987 0.087375000000000008 0.088010000000000019 1.0000000180025095e-35 -0.18901999999999997 -0.071964999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.00044601827837466524 -0.0003672028442901524 -0.00030202817552443519 -0.00011013618174561044 0.00013161650619376858 -5.3786176861076905e-06 0.00064325818651246082 -0.00045492582146233014
leaf_weight=0.0015917329368476557 0.0010511621098372561 0.0019669579189187233 0.0011702954169673153 0.001008222395481158 0.0016374544450864503 0.0010719897858332298 0.001082846861312902
leaf_count=490 279 1703 201 438 149 366 284
internal_value=0 3.23014e-05 0.000210371 -4.03746e-05 6.68351e-05 0.000251254 -0.000172121
internal_weight=0 0.0095295 0.00276203 0.00676747 0.00480051 0.00270944 0.00209107
internal_count=3910 3631 691 2940 1237 515 722
is_linear=0
shrinkage=0.00196078


Tree=7428
num_leaves=7
num_cat=0
split_feature=151 48 51 1 2 13
split_gain=1.06647e-05 2.82343e-05 3.27886e-05 4.13696e-05 3.90229e-05 4.54121e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.11198000000000001 0.10393500000000001 -0.083514999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0097325940385139583 0.019835588134679616 0.014554944319988645 -0.017836063569622938 0.017630823356743035 -0.018043948832165396 -0.0061710434205141784
leaf_weight=0.0010051451836823643 0.0010454914479796076 0.0013171150393595414 0.0010332570001047618 0.0012410418698154905 0.0012390244721797849 0.0018766616639820436
leaf_count=423 536 348 468 386 405 1344
internal_value=0 0.00121533 -0.00151482 0.00160687 -0.00317216 0.00313364
internal_weight=0 0.00775259 0.00643548 0.00540222 0.00416118 0.00292215
internal_count=3910 3487 3139 2671 2285 1880
is_linear=0
shrinkage=0.1


Tree=7429
num_leaves=8
num_cat=0
split_feature=11 16 2 16 13 4 4
split_gain=2.81511e-05 2.9073e-05 6.17508e-05 7.50531e-05 4.14721e-05 3.78109e-05 2.05761e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.16388500000000003 -0.083514999999999992 -0.0010999999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -6
right_child=-2 2 5 -5 6 -7 -8
leaf_value=-0.0002514326725176575 -0.00031285613671318995 0.00043550481040233624 0.00064016253322103124 -0.00041554647262065413 0.00011705582800603628 0.00010309547947777599 -0.00021233721280785868
leaf_weight=0.0012115578819499361 0.00102418715818602 0.0010728133097274656 0.00100085254544633 0.0014437658249148522 0.0018518655920717177 0.0010151983317801309 0.0012025882947277308
leaf_count=380 304 735 286 316 1283 295 311
internal_value=0 3.06214e-05 7.56617e-05 -3.07518e-05 0.000103854 0.000369718 -1.26316e-05
internal_weight=0 0.00879864 0.00758708 0.00557103 0.00412727 0.00201605 0.00305445
internal_count=3910 3606 3226 2645 2329 581 1594
is_linear=0
shrinkage=0.00196078


Tree=7430
num_leaves=8
num_cat=0
split_feature=51 15 42 4 43 0 13
split_gain=3.27315e-05 7.82012e-05 5.34999e-05 5.34891e-05 5.15468e-05 7.50359e-05 8.66142e-05
threshold=0.10680500000000001 -0.15202999999999997 0.086325000000000013 0.080255000000000007 0.0016850000000000001 -0.10783 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00051313042931319392 -0.00033239296890418002 0.00036071749571256207 -0.00032466155134460659 -0.00031644225076413055 0.00047883776305119419 0.00019454106486108366 -0.00060339772216306425
leaf_weight=0.0011549324962372145 0.0010300717565973156 0.0014923563406227078 0.0018529969350924982 0.0011933147704041684 0.0013132848373382977 0.0010197388216515427 0.0010736908451658893
leaf_count=427 312 199 1197 235 237 758 545
internal_value=0 3.63841e-05 -3.29152e-05 5.58193e-05 0.000146495 2.47749e-05 -0.000214711
internal_weight=0 0.00910032 0.00794538 0.00609239 0.00489907 0.00358579 0.00209343
internal_count=3910 3598 3171 1974 1739 1502 1303
is_linear=0
shrinkage=0.00196078


Tree=7431
num_leaves=7
num_cat=0
split_feature=52 13 1 1 4 3
split_gain=1.05716e-05 2.66403e-05 2.89636e-05 3.21749e-05 3.18309e-05 3.84594e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11593500000000001 0.10353000000000001 -0.083329999999999987 -0.005644999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.011223732321341499 -0.0089647695307018983 0.0080114369282116571 -0.01749220867276596 0.016121989180900891 -0.025511362326436995 0.0016376025281304631
leaf_weight=0.0019996874018450616 0.001152938645124793 0.0014264451242358774 0.0010166061712477753 0.0010951941182537573 0.0010012807303141915 0.0010896135171962024
leaf_count=406 647 613 298 253 1538 155
internal_value=0 0.001309 -0.00221309 0.00115444 -0.003506 -0.0113634
internal_weight=0 0.00762883 0.00562914 0.00461253 0.00351734 0.00209089
internal_count=3910 3263 2857 2559 2306 1693
is_linear=0
shrinkage=0.1


Tree=7432
num_leaves=7
num_cat=0
split_feature=11 3 47 12 52 15
split_gain=1.44738e-05 1.90467e-05 2.93325e-05 2.92499e-05 5.82816e-05 9.40017e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.086935000000000012 -0.0066199999999999991 -0.099824999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.00025973738880134085 -0.00022637098305890177 -6.1505089694112707e-05 -0.00033596042609940994 -0.00014242098454923913 0.00044156950353535154 -7.362285211822988e-05
leaf_weight=0.0011187198209067252 0.0010158257548050819 0.0019690587146149849 0.0011003676182707544 0.001788122756144591 0.0016087243941433301 0.0010045511868007758
leaf_count=222 304 702 242 1480 699 261
internal_value=0 2.11333e-05 -1.45965e-05 6.23549e-05 0.000164699 -0.000210762
internal_weight=0 0.00858954 0.00747082 0.00536591 0.00357778 0.00210492
internal_count=3910 3606 3384 2881 1401 503
is_linear=0
shrinkage=0.00196078


Tree=7433
num_leaves=8
num_cat=0
split_feature=52 13 2 0 47 150 15
split_gain=2.55695e-05 4.42126e-05 2.97976e-05 2.80257e-05 8.43106e-05 6.07994e-05 4.47238e-05
threshold=0.11401500000000002 -0.094679999999999986 0.099990000000000009 -0.017269999999999997 0.09252500000000001 0.086420000000000011 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=2.8075664009056769e-05 -0.00025974585992042992 0.00034238615007101282 0.00047525357115242871 0.0002290910353673979 -0.00058849079112017241 -0.00038817244205818335 -0.00015077669365273828
leaf_weight=0.0010602573073001716 0.0012794731131329203 0.0019252179359461885 0.0012463642853413432 0.0011538735452430639 0.001107789663660895 0.0010385775302544139 0.0011173049874233223
leaf_count=226 647 938 180 333 261 275 1050
internal_value=0 3.72375e-05 0.000269705 -4.73019e-05 -0.000108764 2.14543e-05 0.000161282
internal_weight=0 0.00864939 0.00230662 0.00634276 0.00518889 0.0040811 0.00304252
internal_count=3910 3263 406 2857 2524 2263 1988
is_linear=0
shrinkage=0.00196078


Tree=7434
num_leaves=7
num_cat=0
split_feature=52 160 13 13 16 3
split_gain=8.75995e-06 3.35076e-05 2.77354e-05 4.05179e-05 2.60061e-05 2.26839e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 0.13514000000000004 -0.00088499999999999983
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.012745557346497209 -0.018465914166686935 -0.013285221301360435 0.022095846975911871 -0.0088620238516937903 -0.0060284591364976924 0.00974340125554405
leaf_weight=0.0016523122837961907 0.0010507250176900072 0.0010278155991735572 0.0010343091367120156 0.0015865420034190253 0.0013331539033516612 0.0011164210258107136
leaf_count=652 924 127 484 1055 538 130
internal_value=0 -0.0023016 0.00126271 0.00526365 0.00436206 -0.00117731
internal_weight=0 0.00581581 0.00476509 0.00373727 0.00298547 0.00270296
internal_count=3910 2720 1796 1669 1190 1185
is_linear=0
shrinkage=0.1


Tree=7435
num_leaves=7
num_cat=0
split_feature=1 484 43 16 12 151
split_gain=8.81865e-06 1.86213e-05 2.9236e-05 5.61766e-05 4.24155e-05 3.99107e-05
threshold=0.12730000000000002 0.073820000000000011 -0.15648499999999999 0.061570000000000007 0.086935000000000012 -0.0088999999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.011989154761860094 0.0081760123645187675 0.010806850450888417 -0.010152799923096029 -0.024368754289774766 -0.015897931082687552 0.014421626182320882
leaf_weight=0.001052899481816633 0.0011380565369616159 0.001095808537299358 0.0010045353055527634 0.0012995844552773856 0.001263453623491121 0.0019318166712446116
leaf_count=255 345 447 296 523 1301 743
internal_value=0 -0.00125899 -0.00327688 -0.00619968 -0.000577457 0.00601464
internal_weight=0 0.0076481 0.00655229 0.00549939 0.00419981 0.00293635
internal_count=3910 3565 3118 2863 2340 1039
is_linear=0
shrinkage=0.1


Tree=7436
num_leaves=7
num_cat=0
split_feature=11 16 2 16 16 0
split_gain=3.74982e-05 3.84361e-05 5.10144e-05 6.54988e-05 3.56364e-05 5.23847e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.16388500000000003 -0.11180499999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00029858316424401476 -0.00036721354124031192 0.00043160888323095354 0.0003540626752682597 -0.00037594890440205636 -0.00022790402519191221 0.00028196969309208624
leaf_weight=0.0011671440758364033 0.001006810151995558 0.0010139481391117679 0.0019795989464416429 0.001419334343652435 0.0016715698608860572 0.0014439025259475741
leaf_count=380 304 219 581 316 995 1115
internal_value=0 3.25023e-05 8.38315e-05 -1.25774e-05 0.000112318 8.40298e-06
internal_weight=0 0.0086955 0.00752835 0.00554875 0.00412942 0.00311547
internal_count=3910 3606 3226 2645 2329 2110
is_linear=0
shrinkage=0.00196078


Tree=7437
num_leaves=7
num_cat=0
split_feature=15 151 12 16 3 16
split_gain=9.20093e-06 2.33695e-05 3.84357e-05 6.23985e-05 5.65575e-05 5.22104e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 -0.088024999999999978 0.032820000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
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leaf_value=-0.0069635689067084564 0.015232696013413823 -0.027065682907685819 0.02661815119582266 0.017931791987459322 -0.0031272364415614721 -0.012416826162845902
leaf_weight=0.0015758852704949719 0.0010536715345863777 0.0011390270091604878 0.0010186729593950391 0.0010530148291314257 0.0017160484578003761 0.0012278457370459089
leaf_count=614 487 332 446 485 1300 246
internal_value=0 0.00147149 -0.000884434 -0.00795115 0.0079528 0.00159435
internal_weight=0 0.00720828 0.00615461 0.00341989 0.00273472 0.00228086
internal_count=3910 3296 2809 1063 1746 731
is_linear=0
shrinkage=0.1


Tree=7438
num_leaves=6
num_cat=0
split_feature=151 48 2 2 43
split_gain=9.11427e-06 2.39326e-05 3.05204e-05 4.03604e-05 5.43477e-05
threshold=-0.084129999999999996 0.093225000000000016 0.11260500000000001 0.093070000000000014 -0.0037249999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0089806266317322535 -0.011097216723170093 0.013405241601750576 0.01350397330027097 -0.017832370701293718 0.013145127443797235
leaf_weight=0.0010084094717891148 0.0018277165605098853 0.0013174687825272136 0.0011337325722407098 0.0016019579155191928 0.0018718750699972459
leaf_count=423 1390 348 465 613 671
internal_value=0 0.00112575 -0.00138818 -0.00457286 0.00116863
internal_weight=0 0.00775275 0.00643528 0.00530155 0.00369959
internal_count=3910 3487 3139 2674 2061
is_linear=0
shrinkage=0.1


Tree=7439
num_leaves=6
num_cat=0
split_feature=0 47 42 15 4
split_gain=1.07022e-05 2.80707e-05 2.11464e-05 6.41961e-05 5.12468e-05
threshold=-0.017269999999999997 0.087850000000000025 0.085195000000000007 0.024640000000000006 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0075880250011008364 0.006563706676630073 -0.012141071534191077 0.01356967487240808 -0.022151241373313636 0.020432220196669432
leaf_weight=0.0012681858801883482 0.0019191532345873234 0.0019196220807505609 0.0012143114509534083 0.0010799283445769329 0.0013449254226612153
leaf_count=624 446 456 1268 750 366
internal_value=0 -0.0018886 0.00212189 -0.00164227 0.00683353
internal_weight=0 0.00682697 0.00490735 0.00369304 0.00261311
internal_count=3910 3464 3008 1740 990
is_linear=0
shrinkage=0.1


Tree=7440
num_leaves=7
num_cat=0
split_feature=51 484 15 150 1 52
split_gain=1.07578e-05 2.39768e-05 1.82764e-05 2.98402e-05 4.77908e-05 4.45239e-05
threshold=0.092720000000000011 0.073820000000000011 0.041585000000000004 0.082965000000000025 0.10521500000000002 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.033168101833856996 -0.0096979824502354539 0.015122696302600352 0.0081385971789392775 0.010596182769277184 0.003881923123840272 -0.0040732890391365611
leaf_weight=0.0010309954192783436 0.0010169842118552342 0.0010718140620826853 0.001647102076399877 0.0010927913126260016 0.00179602112165052 0.0010737572148041088
leaf_count=777 429 457 1278 317 416 236
internal_value=0 0.00124413 -0.000995887 -0.00400885 -0.00810041 -0.0183251
internal_weight=0 0.00771248 0.00664067 0.00499357 0.00390077 0.00210475
internal_count=3910 3481 3024 1746 1429 1013
is_linear=0
shrinkage=0.1


Tree=7441
num_leaves=7
num_cat=0
split_feature=1 42 3 133 2 2
split_gain=2.698e-05 3.71122e-05 3.66672e-05 5.25878e-05 3.83581e-05 6.62901e-05
threshold=0.12864500000000004 0.091955000000000023 -0.100615 0.077945 0.089910000000000004 0.10679500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00025768007496601765 0.00026757395411242373 -0.00038477223362022101 -0.00039969319131978522 0.00025905941581007486 0.00032054744556489132 -0.00031363201804691742
leaf_weight=0.0017086885984358494 0.0012260111224062622 0.0010711767322872066 0.0017610826279759427 0.0014104039692286905 0.001167994537498526 0.001385303637742941
leaf_count=450 331 738 1010 792 330 259
internal_value=0 -4.35593e-05 5.61013e-06 -6.96257e-05 -0.000177075 -2.35295e-05
internal_weight=0 0.00850465 0.00743347 0.00572478 0.00431438 0.0025533
internal_count=3910 3579 2841 2391 1599 589
is_linear=0
shrinkage=0.00196078


Tree=7442
num_leaves=7
num_cat=0
split_feature=47 13 0 0 42 52
split_gain=1.00157e-05 1.94381e-05 2.54168e-05 2.81233e-05 5.66888e-05 3.62257e-05
threshold=0.10436500000000001 -0.13934999999999997 -1.0000000180025095e-35 -0.11287999999999999 0.085195000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013764546654351974 0.0014648005634825424 0.0012914774716950841 0.0010286544877685785 0.001464486782184866 0.001017257376886281 0.0010877467570632399
leaf_count=299 290 188 335 1342 1234 222
internal_value=0 -0.00155364 0.000946787 -0.00207518 -0.0095227 0.00569324
internal_weight=0 0.00726608 0.00588962 0.00486097 0.00248174 0.00237922
internal_count=3910 3620 3321 2986 2576 410
is_linear=0
shrinkage=0.1


Tree=7443
num_leaves=7
num_cat=0
split_feature=15 43 43 16 52 1
split_gain=1.06654e-05 2.0289e-05 3.12712e-05 2.55362e-05 5.84511e-05 4.13805e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.079374999999999987 -0.19424999999999998 1.0000000180025095e-35 0.095575000000000007
decision_type=2 2 2 2 2 2
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leaf_value=-0.0075034326286232246 0.013228566518200561 -0.01692204148764586 -0.011723491738813525 -0.012549681033408464 0.023508219763941202 0.013330663143422926
leaf_weight=0.0015663450831710675 0.0012414469556027569 0.0010031143530790697 0.0010087581275328699 0.0015921091153924987 0.0012928213404434807 0.0010095713558716495
leaf_count=614 233 909 196 781 862 315
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internal_weight=0 0.00714782 0.00590637 0.00490326 0.0038945 0.00260168
internal_count=3910 3296 3063 2154 1958 1096
is_linear=0
shrinkage=0.1


Tree=7444
num_leaves=7
num_cat=0
split_feature=52 13 1 2 0 13
split_gain=1.18715e-05 2.88846e-05 3.30733e-05 2.75157e-05 3.09996e-05 2.2796e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10251500000000001 -0.077944999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
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leaf_value=0.017201278209743969 -0.0095532585629013213 -0.018449788653197827 -0.013028040331671865 0.016861692329808841 0.012270823254249809 0.00080595279903873142
leaf_weight=0.0010040342999988877 0.0011369865125752908 0.0010562609545836301 0.0016976217072764048 0.0011292685542270281 0.0012011437419017458 0.0014710304400083532
leaf_count=169 647 1357 413 486 468 370
internal_value=0 0.00140649 -0.00101269 0.00318632 -0.000955679 -0.00724183
internal_weight=0 0.00755936 0.00655533 0.0048577 0.00372844 0.00252729
internal_count=3910 3263 3094 2681 2195 1727
is_linear=0
shrinkage=0.1


Tree=7445
num_leaves=7
num_cat=0
split_feature=52 12 52 4 1 48
split_gain=9.62652e-06 2.68991e-05 4.83418e-05 3.61256e-05 5.98103e-05 3.99883e-05
threshold=0.11401500000000002 0.097345000000000015 0.067395000000000024 -0.049279999999999997 0.11097000000000001 0.083775000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.020526966431663161 -0.0086058169392905313 0.012952233721734466 0.018169543276420622 -0.0048868898935139765 -0.019363082291672329 0.020256747074408825
leaf_weight=0.0012518945543279823 0.0011360004792113215 0.0015624218961252587 0.001009452177393678 0.0012526355397275237 0.0011914982456623677 0.0012777042435971604
leaf_count=699 647 532 601 731 364 336
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internal_weight=0 0.00754561 0.00598318 0.00497373 0.00372184 0.00253034
internal_count=3910 3263 2731 2130 1431 1067
is_linear=0
shrinkage=0.1


Tree=7446
num_leaves=7
num_cat=0
split_feature=50 160 4 4 3 49
split_gain=2.13001e-05 3.03025e-05 3.05906e-05 3.25171e-05 5.18394e-05 2.5886e-05
threshold=0.086465000000000014 -0.026849999999999995 0.24280000000000004 -0.030814999999999995 -0.048154999999999996 -0.045004999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 -7
leaf_value=0.00026776715383027184 -0.00027026842545337885 -0.00017269484226728669 0.00021546787605643294 -2.0862635132956639e-05 0.00040873032654810615 -0.00039804669842946594
leaf_weight=0.0016169570124638767 0.0010456389506183624 0.0014356264197816827 0.0015108554181735429 0.0011950814855999047 0.0010003953260806415 0.0016871108787872274
leaf_count=804 715 1087 380 223 126 575
internal_value=0 2.64022e-05 -3.07471e-05 -0.000100694 6.60777e-05 -0.00024165
internal_weight=0 0.00844603 0.00682907 0.00531821 0.00243602 0.00288219
internal_count=3910 3195 2391 2011 1213 798
is_linear=0
shrinkage=0.00196078


Tree=7447
num_leaves=7
num_cat=0
split_feature=11 43 15 13 52 3
split_gain=2.3477e-05 2.32678e-05 5.17555e-05 3.65112e-05 2.78872e-05 4.20814e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.09547499999999999 -0.010284999999999997 0.045635000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7
leaf_value=0.00051763430030585885 -0.00029330746331063262 0.00018558432837417044 -2.5952768937463983e-05 -0.00036846590377046645 -0.0003283882527040146 0.00020397358315337596
leaf_weight=0.0010344691200395964 0.0010052392356630089 0.0017209824082681392 0.0019293635805987595 0.001484791322318448 0.0010004730310333937 0.001329450415984073
leaf_count=792 304 336 867 389 1068 154
internal_value=0 2.35691e-05 0.000163776 -5.14982e-05 -0.000158456 -2.46235e-05
internal_weight=0 0.00849953 0.00296383 0.0055357 0.00381471 0.00232992
internal_count=3910 3606 1659 1947 1611 1222
is_linear=0
shrinkage=0.00196078


Tree=7448
num_leaves=7
num_cat=0
split_feature=4 12 47 2 4 15
split_gain=2.9592e-05 3.01211e-05 2.93705e-05 6.05732e-05 6.48894e-05 8.88724e-05
threshold=0.27020000000000005 -0.036459999999999992 0.092255000000000018 0.11085000000000002 -0.08422499999999998 -0.0063699999999999989
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00035801600467239529 0.0002444665246101441 -0.00050262434441941391 0.00026588040158020574 0.0003193915176289347 -0.00037337305813614529 0.00028783003115625459
leaf_weight=0.0010558487481756385 0.0015760558503694266 0.0014883726559464555 0.0012804410650203869 0.0012617910895628241 0.0014073831414692132 0.0017575605968712818
leaf_count=294 472 641 314 338 866 985
internal_value=0 -4.87498e-05 -3.36917e-06 -6.16535e-05 -0.000164978 -6.19291e-06
internal_weight=0 0.0082514 0.00719555 0.00591511 0.00465332 0.00316494
internal_count=3910 3438 3144 2830 2492 1851
is_linear=0
shrinkage=0.00196078


Tree=7449
num_leaves=8
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split_feature=11 16 16 0 15 151 1
split_gain=3.44905e-05 4.39425e-05 2.73483e-05 5.25735e-05 4.50296e-05 3.27918e-05 4.0921e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.15100500000000003 -0.07773999999999999 -0.0039399999999999991 -0.0074049999999999993 0.095575000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 6 -8
leaf_value=-0.00031600494217984878 -0.000346525200551152 0.00033770978021707416 0.00022751083117410802 0.00051222548447150821 -0.00030593697673993728 -0.00028334770045995424 0.00018024025918428346
leaf_weight=0.0012315846072328629 0.0010538306781010158 0.0011270815587905297 0.0010346007293023307 0.0012585592655877109 0.001476760983148569 0.0014918324043350509 0.0014373839898217753
leaf_count=380 304 386 367 714 168 1407 184
internal_value=0 2.82696e-05 8.24468e-05 0.000162123 -8.61735e-05 5.34955e-05 -5.58623e-05
internal_weight=0 0.0090578 0.00782622 0.00531486 0.00251136 0.0040563 0.00292922
internal_count=3910 3606 3226 2691 535 1977 1591
is_linear=0
shrinkage=0.00196078


Tree=7450
num_leaves=7
num_cat=0
split_feature=1 4 13 4 3 3
split_gain=1.02151e-05 2.23571e-05 1.78333e-05 3.34078e-05 6.2463e-05 1.68252e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.0024749999999999993 0.0057500000000000008 0.11265500000000002 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2
right_child=2 -3 3 4 -6 -7
leaf_value=0.0025044721396934979 0.0006095685710109718 -0.01557037116280406 -0.014515468747898386 0.019105394252896923 -0.01332968217029659 0.018284118817456629
leaf_weight=0.0016481247928310612 0.0010625654997853469 0.0011702291109349314 0.0013392070210135661 0.0013815228944948944 0.0010412200722763887 0.0010922306015994248
leaf_count=454 559 1554 447 225 95 576
internal_value=0 -0.00500051 0.00231451 -0.00184048 0.0051658 0.00956851
internal_weight=0 0.00281835 0.00591675 0.00376195 0.00242274 0.0021548
internal_count=3910 2008 1902 767 320 1135
is_linear=0
shrinkage=0.1


Tree=7451
num_leaves=8
num_cat=0
split_feature=157 160 133 43 2 16 52
split_gain=2.42993e-05 5.34643e-05 8.69686e-05 4.11676e-05 4.48347e-05 7.83353e-05 4.29452e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.070805000000000021 0.10796500000000002 -0.10486499999999999 -0.081429999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
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leaf_value=0.00028031443205711132 -0.00041289192159937247 -0.00051030856169230802 0.00063207980374751821 0.00047304265429719375 -0.00021800918240837542 0.00028106849315392811 -0.00022148635101768959
leaf_weight=0.0010330639239595268 0.0012506019631984026 0.0010077485240623553 0.0010011726609040631 0.0010081549436265647 0.0017383993332382294 0.00112647401137502 0.0015578082337014986
leaf_count=563 828 860 216 101 422 345 575
internal_value=0 -3.77785e-05 2.5277e-05 0.000109191 4.15603e-05 0.000163997 -1.05864e-05
internal_weight=0 0.00869036 0.00743976 0.00643201 0.00542385 0.00368545 0.00268428
internal_count=3910 3347 2519 1659 1558 1136 920
is_linear=0
shrinkage=0.00196078


Tree=7452
num_leaves=7
num_cat=0
split_feature=52 160 0 13 13 3
split_gain=9.63022e-06 2.90352e-05 2.51199e-05 2.08422e-05 4.01083e-05 2.64972e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
decision_type=2 2 2 2 2 2
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right_child=1 3 -4 4 5 -7
leaf_value=-0.008272875506649487 -0.017530782786538721 -0.011731703028505833 0.011172812487665308 0.021160000258874993 -0.012285566924347615 0.0076235721328941717
leaf_weight=0.0010045067304508427 0.0010424497149996697 0.0010226963874675789 0.0019615409719995827 0.0010301989123281535 0.0013016645706635443 0.0013742647483649647
leaf_count=128 924 127 1062 484 966 219
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internal_weight=0 0.00577127 0.00296605 0.00472882 0.00370613 0.00267593
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=7453
num_leaves=7
num_cat=0
split_feature=1 4 160 16 0 52
split_gain=1.68983e-05 3.56868e-05 2.45952e-05 4.42619e-05 4.53451e-05 2.79641e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 -0.063534999999999994 -0.072804999999999981 -0.15713499999999997 -0.089799999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5
right_child=2 -3 3 5 -6 -7
leaf_value=4.8771011716908495e-05 0.00027144746279492534 -0.00038722802296472223 -0.00011551198841820586 -3.5718319411328296e-06 0.00037755067116741704 -0.00045767572403442497
leaf_weight=0.001749359102787027 0.0014582879890128412 0.0012287244603962581 0.0013855972429628635 0.0010204792501385747 0.0014863809598832821 0.0010660117059556971
leaf_count=440 479 1552 187 357 550 345
internal_value=0 -0.000131117 4.76015e-05 -1.82318e-05 0.000139671 -0.000235579
internal_weight=0 0.00297808 0.00641676 0.00495847 0.00287198 0.00208649
internal_count=3910 1992 1918 1439 737 702
is_linear=0
shrinkage=0.00196078


Tree=7454
num_leaves=6
num_cat=0
split_feature=4 151 4 47 13
split_gain=8.92831e-06 1.76655e-05 4.12866e-05 2.33162e-05 2.21357e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.0021099999999999995 0.092255000000000018 -0.0030249999999999995
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0090267402199551202 0.0077084688602813301 0.010769393659583147 -0.020917513897391608 -0.0014419949601705429 -0.0050636163827088845
leaf_weight=0.0013419251311184667 0.0012688582489032959 0.0018865023876383255 0.0015658796271492042 0.001012009916453502 0.0016600037768748134
leaf_count=556 441 1447 621 178 667
internal_value=0 -0.00136473 -0.00364163 -0.013272 0.00335848
internal_weight=0 0.00746632 0.0061244 0.00257789 0.00354651
internal_count=3910 3469 2913 799 2114
is_linear=0
shrinkage=0.1


Tree=7455
num_leaves=9
num_cat=0
split_feature=4 133 43 42 43 2 150 4
split_gain=3.00549e-05 4.67136e-05 5.47059e-05 5.94882e-05 5.69841e-05 7.7198e-05 2.84854e-05 8.00949e-06
threshold=-0.48072499999999996 0.065880000000000008 0.0033500000000000005 0.088115000000000013 -0.0037249999999999996 0.085255000000000011 0.081245000000000026 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00033395890955625988 -0.00043538820692613615 0.00035114276414780821 -0.00044972384829991167 0.00042504427200610521 0.00048636979660730958 -0.0003741637380498214 0.00015281161138918013 -0.00012637812991454005
leaf_weight=0.0010199216972539256 0.0012049361414868667 0.0013942806633490358 0.0010724434012410605 0.0011877508672520536 0.0011293400865449539 0.001000657808547546 0.0010174079303926567 0.0010055448955568298
leaf_count=208 771 1285 537 487 183 208 134 97
internal_value=0 2.11687e-05 -3.9224e-05 2.80327e-05 -5.9978e-05 4.89435e-05 -0.000114438 -0.000249969
internal_weight=0 0.00901236 0.00761808 0.00654564 0.00535789 0.00415295 0.00302361 0.0020062
internal_count=3910 3702 2417 1880 1393 622 439 305
is_linear=0
shrinkage=0.00196078


Tree=7456
num_leaves=8
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split_feature=11 16 2 16 15 4 1
split_gain=3.22201e-05 5.11439e-05 5.87205e-05 8.10636e-05 6.29024e-05 4.66251e-05 5.32137e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 -0.11180499999999999 -0.017214999999999998 -0.08422499999999998 0.09112000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -7
right_child=-2 2 4 5 -6 6 -8
leaf_value=-0.0003487932584048732 -0.00034515833462268566 0.000443756323173324 2.3959478104050045e-05 -0.00044727373780485398 0.0006968910896190427 0.00020329825351316432 -0.00027770081695959516
leaf_weight=0.0012367401489042787 0.0010130160482332744 0.0011702891234710326 0.0010743598175065273 0.0013098446554717482 0.0010619274634086229 0.0019508268885146398 0.0016174735335872266
leaf_count=385 279 229 391 521 194 1424 487
internal_value=0 2.28534e-05 7.90105e-05 -1.96927e-05 0.000358467 -0.000130876 -1.47336e-05
internal_weight=0 0.00942146 0.00818472 0.00604843 0.00213629 0.00487815 0.0035683
internal_count=3910 3631 3246 2661 585 2432 1911
is_linear=0
shrinkage=0.00196078


Tree=7457
num_leaves=8
num_cat=0
split_feature=157 160 4 4 12 3 1
split_gain=2.02558e-05 3.76143e-05 3.35874e-05 6.47347e-05 3.19649e-05 2.29388e-05 1.90767e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 0.091475000000000015 -0.080664999999999987 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.00025490890425097594 -0.00035426568207744133 7.1184850102634189e-05 0.00026532520466371459 -0.00050187477741419186 -0.00012244251899959485 0.00048406657933291141 -0.00014847448562675282
leaf_weight=0.0010072949593867659 0.0012442774763564831 0.0010709611019459209 0.0016033362401121848 0.001040531807430196 0.0012910550077214343 0.0010007865193860698 0.001348104557032632
leaf_count=563 828 672 396 356 614 333 148
internal_value=0 -3.89777e-05 1.43625e-05 -5.55987e-05 0.000119723 0.000270633 -0.000302422
internal_weight=0 0.00859905 0.00735478 0.00575144 0.0033628 0.00207175 0.00238864
internal_count=3910 3347 2519 2123 1619 1005 504
is_linear=0
shrinkage=0.00196078


Tree=7458
num_leaves=7
num_cat=0
split_feature=11 16 2 16 0 4
split_gain=2.39603e-05 3.06435e-05 3.34518e-05 8.27405e-05 2.93217e-05 3.75237e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.07773999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0002712822489993613 -0.00028896995414796683 -0.00013696589448847912 0.00029079867359429708 -0.00040420392946153113 0.0004152887537584029 0.00030442779791628704
leaf_weight=0.0011463964070601391 0.001026595595737311 0.0018529242376079693 0.0019940970023202805 0.0014723498534650811 0.001076254295537885 0.0012333658317411074
leaf_count=371 304 1589 585 316 504 241
internal_value=0 2.7622e-05 7.25379e-05 -4.70104e-06 0.000136609 3.94271e-05
internal_weight=0 0.00877539 0.00762899 0.00563489 0.00416254 0.00308629
internal_count=3910 3606 3235 2650 2334 1830
is_linear=0
shrinkage=0.00196078


Tree=7459
num_leaves=6
num_cat=0
split_feature=1 4 47 15 48
split_gain=8.80523e-06 2.37605e-05 1.6942e-05 3.23139e-05 3.46443e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.087850000000000025 1.0000000180025095e-35 0.084795000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0029894190444118706 0.021076750410693009 -0.015706199959180111 -0.0054311594757540053 -0.0078022387108423645 -0.0015641686025010368
leaf_weight=0.0016527713154949571 0.001642353818812425 0.0011547379002505023 0.0019997669939372468 0.0012107670181060633 0.0011484212369565205
leaf_count=440 729 1552 378 575 236
internal_value=0 -0.00470015 0.00208478 0.00584086 0.0117599
internal_weight=0 0.00280751 0.00600131 0.00400154 0.00279078
internal_count=3910 1992 1918 1540 965
is_linear=0
shrinkage=0.1


Tree=7460
num_leaves=6
num_cat=0
split_feature=1 457 3 12 16
split_gain=9.42518e-06 1.82008e-05 2.7624e-05 7.20227e-05 3.46928e-05
threshold=0.12864500000000004 0.069705000000000003 0.090325000000000003 0.080120000000000011 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.01666221639693935 0.0085176612878210805 0.0097906027489266852 -0.013818822849907646 -1.0306705366722675e-05 -0.022457104322925428
leaf_weight=0.0017497067950934218 0.001116044364643097 0.001237534139414416 0.0018369932404568509 0.0017003923934297703 0.0011570812362637155
leaf_count=430 331 313 238 1088 1510
internal_value=0 -0.00131704 -0.00345014 0.0006841 -0.00909972
internal_weight=0 0.00768171 0.00644417 0.00460718 0.00285747
internal_count=3910 3579 3266 3028 2598
is_linear=0
shrinkage=0.1


Tree=7461
num_leaves=7
num_cat=0
split_feature=157 160 42 42 0 2
split_gain=1.76548e-05 4.322e-05 2.85458e-05 3.09524e-05 4.27468e-05 7.77966e-05
threshold=-0.060939999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.14293499999999998 0.086875000000000022
decision_type=2 2 2 2 2 2
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leaf_value=0.00023889844992930955 -0.00037647813941828467 -0.00023629062994101041 -8.5542912025163211e-05 -0.00021091410862441511 -0.00012575844003279277 0.00053630672148892227
leaf_weight=0.0010010828465024995 0.0012290966705806421 0.0013499115091060018 0.0018424967670492929 0.0011388067966874443 0.001073194058199589 0.0018737617893731212
leaf_count=572 821 875 247 587 424 384
internal_value=0 -3.63871e-05 2.10456e-05 7.96431e-05 0.00014873 0.000295202
internal_weight=0 0.00850727 0.00727817 0.00592826 0.00478945 0.00294696
internal_count=3910 3338 2517 1642 1055 808
is_linear=0
shrinkage=0.00196078


Tree=7462
num_leaves=7
num_cat=0
split_feature=151 48 16 13 2 12
split_gain=8.62547e-06 2.41937e-05 3.13091e-05 4.59616e-05 2.98852e-05 1.25248e-05
threshold=-0.084129999999999996 0.093225000000000016 -0.25582999999999995 0.0024700000000000004 0.084235000000000018 0.085185000000000025
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
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leaf_value=-0.0087762676535383718 0.012613680684267659 0.01338610272027454 0.011417527555574705 -0.021426799612059167 -0.013294114883800263 0.0011681362225064462
leaf_weight=0.0010072777355232673 0.0012699208132304126 0.0013216669596711949 0.0015215484809730216 0.0012713407349335135 0.0012731314596534978 0.001130618674891884
leaf_count=423 433 348 796 537 452 921
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internal_weight=0 0.00778823 0.00646656 0.00519664 0.0039253 0.00240375
internal_count=3910 3487 3139 2706 2169 1373
is_linear=0
shrinkage=0.1


Tree=7463
num_leaves=7
num_cat=0
split_feature=52 151 16 2 4 0
split_gain=9.35956e-06 2.77962e-05 4.45812e-05 4.2246e-05 2.38414e-05 2.22369e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.083329999999999987 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0075537846028784095 -0.017070201627402009 0.01509750991939382 0.01328751861616383 -0.021634681128345851 -0.0078358239410407145 0.010688368581233751
leaf_weight=0.001011838738270317 0.0010566061676219639 0.0015033989589519382 0.001042519334348541 0.0011028248745989168 0.0010961249218223376 0.0019677049837878301
leaf_count=128 372 413 497 291 1147 1062
internal_value=0 -0.00240193 0.000864464 -0.00573685 0.00246112 0.00449342
internal_weight=0 0.00580147 0.00474487 0.00324147 0.00213864 0.00297954
internal_count=3910 2720 2348 1935 1644 1190
is_linear=0
shrinkage=0.1


Tree=7464
num_leaves=7
num_cat=0
split_feature=52 4 4 2 2 1
split_gain=9.75076e-06 5.39434e-05 4.22931e-05 2.04366e-05 6.61703e-05 3.38026e-05
threshold=0.11110500000000002 -0.34687499999999999 -0.083329999999999987 0.089910000000000004 0.10679500000000001 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
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leaf_value=-0.023047178568757265 0.0077213752719570185 0.020143974462396304 -0.021081657317389271 0.020999285267617299 -0.0095986296459825808 0.0023538885023252983
leaf_weight=0.0010032028868046878 0.0013614521280946668 0.0010594692079466447 0.0011349287658181909 0.0012744586224900073 0.0015867045655140147 0.0013446474767755188
leaf_count=245 673 537 1022 533 568 332
internal_value=0 -0.00148682 0.00189266 -0.00172794 0.00403071 -0.00837281
internal_weight=0 0.00740341 0.00640021 0.00534074 0.00286116 0.00247958
internal_count=3910 3237 2992 2455 1101 1354
is_linear=0
shrinkage=0.1


Tree=7465
num_leaves=7
num_cat=0
split_feature=2 52 16 12 43 52
split_gain=9.76676e-06 4.53782e-05 3.76903e-05 3.66733e-05 5.14427e-05 7.39131e-05
threshold=0.10946500000000002 0.086950000000000013 -0.17157499999999998 0.092150000000000024 -0.0037249999999999996 -0.0066199999999999991
decision_type=2 2 2 2 2 2
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right_child=2 -3 -4 -5 5 -7
leaf_value=-0.019729249424205893 -0.0096567455215239226 -0.018361110146215189 0.015193804742773324 0.016337414909556383 -0.014158656194480876 0.021964077083919023
leaf_weight=0.0012115489449450469 0.0010224553095209759 0.0013558382540812385 0.0015141269439538831 0.0013496057126982353 0.0010277040289776024 0.001262079461206057
leaf_count=1126 256 911 511 561 245 300
internal_value=0 -0.00218778 0.00517695 0.00233267 -0.00306553 0.00575142
internal_weight=0 0.00620678 0.00253658 0.00485094 0.00350133 0.00228978
internal_count=3910 3143 767 2232 1671 545
is_linear=0
shrinkage=0.1


Tree=7466
num_leaves=8
num_cat=0
split_feature=160 133 43 43 52 4 3
split_gain=1.21988e-05 2.58534e-05 4.38399e-05 5.75169e-05 2.60705e-05 3.8822e-05 1.47329e-05
threshold=0.090735000000000024 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 0.071660000000000015 -1.0000000180025095e-35 0.097615000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-8.4693939117057216e-07 -0.0002055973307888372 -0.00025343952587076409 0.00012229031147007043 0.00060525549116368326 0.00018415665500555196 -0.00047730474548747601 -0.0001436846893243219
leaf_weight=0.0013064682605264865 0.0010350529885620246 0.0011441733001838136 0.00132831915953906 0.0011162786280782665 0.0013490413586857218 0.0010064793766992701 0.0010294268264333314
leaf_count=247 376 844 585 733 635 324 166
internal_value=0 2.01824e-05 6.40543e-05 0.000278414 -4.61325e-05 -0.000138478 -0.000308615
internal_weight=0 0.00828019 0.00713601 0.00242275 0.00471327 0.00336423 0.00203591
internal_count=3910 3534 2690 980 1710 1075 490
is_linear=0
shrinkage=0.00196078


Tree=7467
num_leaves=6
num_cat=0
split_feature=0 47 4 4 3
split_gain=1.00407e-05 3.4336e-05 2.26712e-05 3.51823e-05 4.64655e-05
threshold=-0.017269999999999997 0.087850000000000025 -0.06272999999999998 -1.0000000180025095e-35 0.092005000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0089007221185461415 0.0063542591635450023 -0.013178662573964391 0.021828780399903484 -0.011991664384733099 0.015104284718320541
leaf_weight=0.0012699583300961738 0.0019121839172824831 0.0019203242926825598 0.0010720649664695582 0.0014013738231892384 0.0011540817973207534
leaf_count=1255 446 456 821 740 192
internal_value=0 -0.00184549 0.0025983 0.00662399 0.00024527
internal_weight=0 0.0068178 0.00489748 0.00362752 0.00255546
internal_count=3910 3464 3008 1753 932
is_linear=0
shrinkage=0.1


Tree=7468
num_leaves=7
num_cat=0
split_feature=1 47 3 2 4 2
split_gain=9.42794e-06 1.81757e-05 2.8118e-05 4.51769e-05 3.77727e-05 1.56128e-05
threshold=0.12864500000000004 0.09252500000000001 -0.069909999999999986 0.090695000000000012 0.044585000000000007 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.0038660583618523427 0.0085697113296671658 -0.012953501099155032 -0.0084196989528071125 -0.021709514007894587 0.022239890399570968 0.0073033357521142296
leaf_weight=0.0016753042554006334 0.0011089684886824097 0.0011381152904189566 0.0011897506078581844 0.0011751166586178388 0.0010825220332118662 0.001346082576487595
leaf_count=1584 331 343 320 781 249 302
internal_value=0 -0.00129991 0.000750426 -0.00667775 0.00660209 -7.35257e-05
internal_weight=0 0.00760689 0.00646878 0.00285042 0.00361836 0.00253583
internal_count=3910 3579 3236 2365 871 622
is_linear=0
shrinkage=0.1


Tree=7469
num_leaves=7
num_cat=0
split_feature=0 1 2 3 3 48
split_gain=1.98241e-05 3.09238e-05 3.36749e-05 7.40066e-05 4.56955e-05 2.41809e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.076695000000000013 -0.074234999999999982 0.086065000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.00029372630780758884 0.00017537753003252522 8.663741769164778e-05 0.00057276158050957029 0.00013609603118539193 -0.00047173773142796525 -0.00022961272396589279
leaf_weight=0.0015942056354728085 0.0018518373942912787 0.0011954816640443681 0.0010359203990327531 0.0014341430329125632 0.0010658785099691174 0.0013489511639368753
leaf_count=1896 394 551 374 223 292 180
internal_value=0 -5.06505e-05 1.30812e-05 0.000125367 -0.000176549 -4.11611e-05
internal_weight=0 0.00767458 0.00608037 0.00381901 0.00226136 0.00278309
internal_count=3910 3516 1620 777 843 403
is_linear=0
shrinkage=0.00196078


Tree=7470
num_leaves=8
num_cat=0
split_feature=157 160 133 133 42 4 1
split_gain=2.83404e-05 6.19607e-05 0.000114164 3.84716e-05 9.21052e-05 5.99035e-05 5.34984e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.094185000000000005 0.088115000000000013 0.25367000000000006 0.091035000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00030191201346191067 -0.00043605522137757201 -0.00057805639099186993 0.00016603205056144499 -0.00023561608696422238 0.0006418600637964968 0.0004603433639044825 -0.00032717550336604348
leaf_weight=0.0010047412163620472 0.0013304936384226336 0.0010535131314269083 0.0016864445823955878 0.0010135536020989631 0.001280813936544274 0.0010225377338689366 0.0016957934650392436
leaf_count=517 856 847 381 512 277 192 328
internal_value=0 -4.51346e-05 2.19543e-05 0.000116312 0.00017905 4.44745e-05 -8.12534e-05
internal_weight=0 0.00908315 0.00775266 0.00669914 0.00568559 0.00440478 0.00338224
internal_count=3910 3393 2537 1690 1178 901 709
is_linear=0
shrinkage=0.00196078


Tree=7471
num_leaves=6
num_cat=0
split_feature=43 3 48 0 12
split_gain=1.01027e-05 2.34707e-05 1.83667e-05 3.36424e-05 3.15091e-05
threshold=-0.057994999999999998 -0.075954999999999981 0.086125000000000021 -0.15291499999999997 0.086765000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0024438253030982897 0.016281262213252181 0.015380076119519052 -0.011500498871251293 -0.015137553217354612 0.005596952622978088
leaf_weight=0.0018884296281611662 0.0010668714051998455 0.0012135506672748774 0.0016366878935238031 0.0014225293219998238 0.0015118087637060126
leaf_count=1238 176 536 364 631 965
internal_value=0 0.00452921 -0.00257628 0.00107416 -0.00445487
internal_weight=0 0.00310198 0.0056379 0.00400121 0.00293434
internal_count=3910 1774 2136 1772 1596
is_linear=0
shrinkage=0.1


Tree=7472
num_leaves=8
num_cat=0
split_feature=52 52 15 43 2 16 2
split_gain=2.1542e-05 3.61144e-05 1.98299e-05 4.2666e-05 3.88802e-05 3.56213e-05 3.38754e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.038029999999999987 -0.0037249999999999996 0.093070000000000014 -0.072359999999999994 0.10362500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00027868409698513354 0.00030902939104450147 -0.00026482800963073506 -0.00019412087682621408 0.00049293339456642888 -2.5005759625584858e-05 -0.00044917219931454411 0.00021404851489924609
leaf_weight=0.0010033624165446146 0.0014312285810663709 0.0010572050765383697 0.0014648199168066497 0.001126173440129132 0.0011029679861179512 0.0010140372384467387 0.0012271713338543409
leaf_count=449 522 447 1108 455 208 394 327
internal_value=0 2.52513e-05 -3.28336e-05 6.5836e-05 0.00023666 -0.000143336 -7.57463e-06
internal_weight=0 0.0084236 0.00699237 0.00369396 0.00222914 0.00329841 0.00228438
internal_count=3910 3461 2939 1771 663 1168 774
is_linear=0
shrinkage=0.00196078


Tree=7473
num_leaves=6
num_cat=0
split_feature=0 52 52 15 16
split_gain=9.49017e-06 3.20396e-05 2.9995e-05 2.16358e-05 3.64139e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.048794999999999991 -0.0089749999999999986 -0.114825
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01708469637987815 0.0061628970302502507 0.014917562021249121 0.0010679729854594529 0.0058871617496738648 -0.023007587896828496
leaf_weight=0.0011420067119887294 0.0019168514150997998 0.0012549756386343452 0.0016048195466191273 0.0017903819675730067 0.0010323479939625478
leaf_count=597 446 362 523 1401 581
internal_value=0 -0.00180046 0.00127118 -0.00259685 -0.00835667
internal_weight=0 0.00682453 0.00568253 0.00442755 0.00263717
internal_count=3910 3464 2867 2505 1104
is_linear=0
shrinkage=0.1


Tree=7474
num_leaves=7
num_cat=0
split_feature=47 13 0 0 42 52
split_gain=9.62398e-06 1.99275e-05 2.31089e-05 2.84768e-05 5.05827e-05 2.85334e-05
threshold=0.10436500000000001 -0.13934999999999997 1.0000000180025095e-35 -0.11287999999999999 0.085195000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.012444308786892498 0.0073151236570360009 -0.0041150770805185753 0.014596842484990194 -0.021371676922867594 0.0076464323139268436 0.017848662211125563
leaf_weight=0.0013627647295628908 0.0014746144852899748 0.0012975419961971327 0.001027957969281252 0.0014571935681252262 0.001022023852775187 0.0010869759003849745
leaf_count=299 290 188 335 1342 1234 222
internal_value=0 -0.00154663 0.00097403 -0.00190517 -0.00940935 0.00589703
internal_weight=0 0.00725446 0.00589169 0.00486374 0.00247922 0.00238452
internal_count=3910 3620 3321 2986 2576 410
is_linear=0
shrinkage=0.1


Tree=7475
num_leaves=8
num_cat=0
split_feature=3 39 133 3 4 16 15
split_gain=2.84848e-05 4.4835e-05 4.14165e-05 6.51047e-05 5.81208e-05 5.93853e-05 2.06983e-05
threshold=0.13772500000000001 0.005105000000000001 1.0000000180025095e-35 -0.12008499999999998 -0.032604999999999995 -0.057604999999999996 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.00031897057997490455 0.00024674629586757322 0.00029535671757692869 -0.00045120050026848583 -0.00052371311273447809 -0.000412336814005682 0.00029407395045378474 -3.0778610862385675e-05
leaf_weight=0.0014404984892636514 0.0014327898113217939 0.0012255802547068003 0.0011517102530376388 0.0012307503454221471 0.0011350974138496636 0.0013517630134545983 0.0010542976168396016
leaf_count=327 239 424 1216 948 176 385 195
internal_value=0 -5.18908e-05 -0.000109682 -4.63681e-05 -0.000156653 -2.90792e-05 -0.000228598
internal_weight=0 0.0085897 0.00736412 0.00621241 0.00477191 0.00354116 0.0021894
internal_count=3910 3671 3247 2031 1704 756 371
is_linear=0
shrinkage=0.00196078


Tree=7476
num_leaves=7
num_cat=0
split_feature=3 39 3 0 0 1
split_gain=9.71539e-06 3.16892e-05 3.22694e-05 4.32101e-05 2.60486e-05 2.26706e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.14674999999999996 -0.06402999999999999 0.08844500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014855758299512543 0.0081079461338072079 0.01445613175610479 -0.0028439442652684896 -0.02793837113974872 0.013799939840820322 0.0059360327861830691
leaf_weight=0.0010287497042167884 0.0012502363990996518 0.0010770613213878216 0.0019672422146215264 0.0010536930331676761 0.0012900675593348052 0.0010697348079212348
leaf_count=1685 239 424 221 576 330 435
internal_value=0 -0.00141495 -0.00408195 -0.0115968 0.00261763 -0.00425682
internal_weight=0 0.00748655 0.00640949 0.00302094 0.00338855 0.00209848
internal_count=3910 3671 3247 797 2450 2120
is_linear=0
shrinkage=0.1


Tree=7477
num_leaves=7
num_cat=0
split_feature=42 49 160 15 16 4
split_gain=9.74489e-06 1.99241e-05 2.82921e-05 2.15469e-05 5.21049e-05 4.14386e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.019875 -0.038029999999999987 -0.09601999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.01844216829538391 -0.0084520059614551779 0.01223517759356618 0.0049494337971984163 -0.0010815581688972422 -0.018218148112333268 0.02166386631866225
leaf_weight=0.0010638358657113745 0.0011913189517323806 0.0011184906227373172 0.0010060351482141356 0.0016892898588723711 0.0011288980645737432 0.0015231821462730873
leaf_count=460 843 385 245 644 586 747
internal_value=0 0.00128149 -0.00707297 0.00444873 -0.003062 0.0097031
internal_weight=0 0.00752973 0.00206987 0.00545986 0.00224739 0.00321247
internal_count=3910 3067 705 2362 971 1391
is_linear=0
shrinkage=0.1


Tree=7478
num_leaves=7
num_cat=0
split_feature=50 160 42 49 1 15
split_gain=1.50558e-05 2.95249e-05 4.19274e-05 3.55517e-05 6.31262e-05 5.46659e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.045004999999999996 0.11052000000000002 -0.021529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00031049946099759459 -0.00022921986287202463 -0.00037267031049566083 0.00027540369224024046 0.00044929805310836308 -0.00042238363365228101 -9.7942068576933796e-05
leaf_weight=0.001161114761282455 0.0010457188764620489 0.0011331900609264428 0.0017351596161929456 0.0010872224442144145 0.0012797886095545657 0.0019797691080692022
leaf_count=557 715 804 358 431 315 730
internal_value=0 2.03088e-05 -2.6391e-05 3.81279e-05 -5.65884e-05 9.60499e-05
internal_weight=0 0.00837624 0.00721513 0.00608194 0.00434678 0.00306699
internal_count=3910 3195 2638 1834 1476 1161
is_linear=0
shrinkage=0.00196078


Tree=7479
num_leaves=7
num_cat=0
split_feature=52 160 16 2 16 12
split_gain=8.86169e-06 2.66029e-05 2.38005e-05 2.31142e-05 8.52997e-05 7.03347e-07
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.13514000000000004 0.11005500000000001 -0.078844999999999985 0.088005000000000014
decision_type=2 2 2 2 2 2
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leaf_value=0.01237457767534603 -0.016865050618921733 0.011240893513324982 -0.0056313888827146854 0.011772847700605724 -0.023278428196921701 0.0074966280828103419
leaf_weight=0.0016537763887494855 0.0010343269224054484 0.0010054484096096994 0.001320055983875108 0.0013719868995996547 0.0013306648593930563 0.001001323149362166
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internal_value=0 -0.00234322 0.0043819 0.000846195 -0.00364564 0.00937261
internal_weight=0 0.00574375 0.00297383 0.00470942 0.00333744 0.00200677
internal_count=3910 2720 1190 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=7480
num_leaves=8
num_cat=0
split_feature=4 42 4 4 1 2 52
split_gain=2.03234e-05 3.22958e-05 2.39625e-05 3.08356e-05 4.23337e-05 2.73648e-05 1.6124e-05
threshold=0.27608500000000008 0.091955000000000023 0.080255000000000007 0.0057500000000000008 0.081005000000000008 0.096540000000000015 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-3.6007476589191007e-05 0.00021175251856744582 -0.0003669868442717567 -0.0002500865810437763 0.00031859025236648849 -0.00039594225550733695 0.00038058829667332822 -5.0589207795127926e-05
leaf_weight=0.0013392169097776133 0.0013904321568107966 0.0010424477750562494 0.0011958343229634145 0.0013172357429972626 0.0010681331200384646 0.0011075558723715397 0.0010124086808192892
leaf_count=1183 441 711 217 270 507 203 378
internal_value=0 -4.48857e-05 2.80686e-06 5.45506e-05 -2.22726e-05 0.000152569 -0.000227891
internal_weight=0 0.00808283 0.00704038 0.00584455 0.00452731 0.00244677 0.00208054
internal_count=3910 3469 2758 2541 2271 1386 885
is_linear=0
shrinkage=0.00196078


Tree=7481
num_leaves=8
num_cat=0
split_feature=157 160 133 43 160 2 1
split_gain=2.50565e-05 4.38676e-05 9.26467e-05 3.8255e-05 7.85123e-05 0.000156971 8.39456e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 0.087825000000000014 0.106035 0.088135000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.0002804965237720916 -0.00038086256997534799 -0.00053916363645290617 -0.00014767596537792785 0.0010857708402057175 -0.00028320373410575084 -0.00012542854782019764 0.00028884395721327061
leaf_weight=0.0010298569507528081 0.0012627385600102676 0.0010055870389010305 0.0017395836010551738 0.0010261072776237723 0.0010386946794596705 0.0016318144499340298 0.0010068105710297375
leaf_count=563 828 845 431 303 229 347 364
internal_value=0 -4.29223e-05 1.43677e-05 0.00010076 0.000192645 0.000327514 0.00069109
internal_weight=0 0.00871134 0.0074486 0.00644301 0.00470343 0.00366473 0.00203292
internal_count=3910 3347 2519 1674 1243 1014 667
is_linear=0
shrinkage=0.00196078


Tree=7482
num_leaves=9
num_cat=0
split_feature=157 42 160 52 12 1 12 3
split_gain=3.46187e-05 4.02079e-05 7.23845e-05 5.50194e-05 5.02866e-05 4.80843e-05 4.55035e-05 3.7427e-05
threshold=-0.072409999999999988 -0.090359999999999982 -1.0000000180025095e-35 0.071660000000000015 0.085185000000000025 0.095575000000000007 0.085845000000000019 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 -6
right_child=1 2 3 6 7 -7 -8 -9
leaf_value=0.00032329151309346937 -0.00040882469469442011 -0.00044734548749950526 -0.00056514767439231532 0.00063099183943886761 -7.7303741509261709e-05 -8.1274373820506049e-06 5.0088012132286751e-05 0.00043561905058093901
leaf_weight=0.0010496269959241371 0.0010751089366014795 0.0012049072363534653 0.0010080835090170762 0.0010354741754963865 0.0011234024404971048 0.0014569719843789777 0.0010382774921327595 0.0010658747918663811
leaf_count=517 401 792 225 210 563 416 485 301
internal_value=0 -5.29796e-05 -4.75409e-06 7.45079e-05 -4.38485e-05 -0.000235921 0.000340147 0.000172419
internal_weight=0 0.0090081 0.00793299 0.00672808 0.00465433 0.00246506 0.00207375 0.00218928
internal_count=3910 3393 2992 2200 1505 641 695 864
is_linear=0
shrinkage=0.00196078


Tree=7483
num_leaves=7
num_cat=0
split_feature=48 2 48 2 3 0
split_gain=9.0022e-06 2.20738e-05 4.52326e-05 4.13221e-05 2.52901e-05 2.19529e-05
threshold=0.11379500000000002 0.11260500000000001 0.083775000000000002 0.084235000000000018 -0.074234999999999982 -0.074514999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.012639162786162648 -0.0089045431133660657 0.012325162659359803 0.014063125943256814 -0.025771205054517521 -0.0075238345853339099 -0.006482807315527717
leaf_weight=0.0012910089254754282 0.0010188672938623647 0.0014273683624437964 0.0014488403351570825 0.0011104406021038302 0.0012005641928939195 0.0012591491709307186
leaf_count=751 191 539 480 1277 320 352
internal_value=0 0.00109494 -0.00144541 -0.00606764 0.00292363 -0.0155218
internal_weight=0 0.00773737 0.00631 0.00486116 0.00249157 0.00236959
internal_count=3910 3719 3180 2700 1071 1629
is_linear=0
shrinkage=0.1


Tree=7484
num_leaves=6
num_cat=0
split_feature=15 151 49 0 52
split_gain=9.26541e-06 2.30703e-05 3.75408e-05 2.89908e-05 4.44502e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0070142005034910223 0.01519944006439481 -0.017895218660545206 0.014439505943100717 -0.012179558107108433 0.010289797760481237
leaf_weight=0.0015723508147849983 0.0010444222387835734 0.0010701333954664964 0.001489345049716111 0.0019770536877017292 0.0015872711572477395
leaf_count=614 487 262 275 1318 954
internal_value=0 0.0014624 -0.000880467 0.00272247 -0.00217347
internal_weight=0 0.00716823 0.0061238 0.00505367 0.00356432
internal_count=3910 3296 2809 2547 2272
is_linear=0
shrinkage=0.1


Tree=7485
num_leaves=7
num_cat=0
split_feature=1 484 12 0 49 16
split_gain=9.81108e-06 2.05332e-05 2.66572e-05 4.23824e-05 5.08739e-05 1.9519e-05
threshold=0.12864500000000004 0.073820000000000011 0.098845000000000016 -0.070894999999999986 -0.047894999999999993 -0.089864999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.011599697875362885 0.008721857468311266 0.011246767634462928 -0.017215329179896929 0.014048364635624536 -0.021458747914328197 -0.0045277740752535456
leaf_weight=0.0011597371554640289 0.0011111238416490364 0.001108027533887411 0.0011608616999033419 0.0014572164197274948 0.0014306928446101272 0.0012993019350311431
leaf_count=263 331 450 493 477 610 1286
internal_value=0 -0.00133703 -0.00347956 -0.000497427 -0.00594674 -0.0134007
internal_weight=0 0.00761584 0.00650781 0.00534695 0.00388973 0.00272999
internal_count=3910 3579 3129 2636 2159 1896
is_linear=0
shrinkage=0.1


Tree=7486
num_leaves=7
num_cat=0
split_feature=4 42 15 160 52 3
split_gain=9.12796e-06 1.88334e-05 3.04808e-05 5.01328e-05 4.34843e-05 1.82648e-05
threshold=0.27608500000000008 0.086700000000000013 0.079360000000000014 -0.026849999999999995 -0.031409999999999993 0.088060000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.023767876639892216 0.007780481251118302 -0.011109553249736391 -0.013727038885655379 -0.013670471376163604 0.017098379674979857 -0.0013442948757152074
leaf_weight=0.0010684124854050247 0.0012709837782299109 0.0015721353840998991 0.0011075538758267122 0.0015382772511124006 0.0011311848150690573 0.0010222850963465258
leaf_count=471 441 1261 795 568 304 70
internal_value=0 -0.00138942 0.0012149 0.00469146 -0.000829363 0.00834336
internal_weight=0 0.00743985 0.00586771 0.00476016 0.00369175 0.00215347
internal_count=3910 3469 2208 1413 942 374
is_linear=0
shrinkage=0.1


Tree=7487
num_leaves=7
num_cat=0
split_feature=52 13 3 4 12 1
split_gain=9.44975e-06 2.92216e-05 3.27514e-05 4.03533e-05 4.71395e-05 3.25426e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.018854999999999997 0.074650000000000008 0.088590000000000016 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.017140877070499019 -0.0085478896531276868 0.0098993896670653871 -0.00073432522990515522 0.02107546157149362 -0.017192346457917184 -0.022689055394032525
leaf_weight=0.0010016450649576675 0.0011364035153585547 0.0014917105667147104 0.0017336246466661664 0.0010976195842686081 0.0011278691309798978 0.00110577887166385
leaf_count=169 647 1105 384 274 1106 225
internal_value=0 0.00123257 -0.00119772 0.00497933 -0.00176505 -0.00928439
internal_weight=0 0.00755825 0.0065566 0.0037172 0.00261958 0.0028394
internal_count=3910 3263 3094 2485 2211 609
is_linear=0
shrinkage=0.1


Tree=7488
num_leaves=7
num_cat=0
split_feature=50 133 16 52 2 15
split_gain=1.89102e-05 3.44199e-05 4.24663e-05 0.000102844 4.10146e-05 6.69839e-05
threshold=0.086465000000000014 0.087615000000000012 -0.010344999999999998 -0.07125999999999999 0.085255000000000011 -0.106555
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00020632913157954917 -0.00025081417329404017 -0.00028081775781814465 -4.881072696188714e-05 0.00067983674934899709 0.00019935734140423477 -0.00044150224401445667
leaf_weight=0.0015144072794782398 0.0010647023525781887 0.0012019992686621425 0.0018010844897508346 0.0012697940885581069 0.0010116292770026123 0.0016494674840406864
leaf_count=547 715 744 600 390 246 668
internal_value=0 2.6478e-05 7.74509e-05 0.000252482 -5.12756e-05 -0.000197876
internal_weight=0 0.00844838 0.00724638 0.00307088 0.0041755 0.0026611
internal_count=3910 3195 2451 990 1461 914
is_linear=0
shrinkage=0.00196078


Tree=7489
num_leaves=8
num_cat=0
split_feature=160 133 43 43 52 4 3
split_gain=1.58708e-05 2.65664e-05 3.88178e-05 6.36366e-05 2.46524e-05 3.84496e-05 1.10369e-05
threshold=0.090735000000000024 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 0.071660000000000015 -1.0000000180025095e-35 0.097615000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-2.4220536519419304e-05 -0.00023153012408316898 -0.00025136407746238933 0.00013616783650958884 0.0006129923279500376 0.00019120847239800754 -0.00043891418827555383 -0.00015013710525710344
leaf_weight=0.0012974461102117801 0.001039975428619346 0.0011478602783482061 0.0013280566059135092 0.0011250463560404998 0.0013389611921256466 0.0010049741398963504 0.0010307140933192487
leaf_count=247 376 844 585 733 635 324 166
internal_value=0 2.54685e-05 7.00659e-05 0.000271712 -3.38075e-05 -0.000123377 -0.0002927
internal_weight=0 0.00827306 0.0071252 0.00242249 0.00470271 0.00336374 0.00203569
internal_count=3910 3534 2690 980 1710 1075 490
is_linear=0
shrinkage=0.00196078


Tree=7490
num_leaves=8
num_cat=0
split_feature=160 133 43 43 12 4 16
split_gain=1.72956e-05 2.66565e-05 4.97194e-05 7.22139e-05 2.43074e-05 4.11538e-05 2.22039e-05
threshold=0.090735000000000024 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 0.086935000000000012 0.080255000000000007 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-2.1544878152675836e-05 -0.00024601964120444836 -0.00025496068253967206 0.0003714207931127304 0.00065451830148149492 -0.00029166695129728877 -0.00026961912312071503 -9.366172514207514e-06
leaf_weight=0.0013013377233320055 0.0010388823602516918 0.0011487206205777105 0.0011752824919507732 0.0011392057926635202 0.0011999917306807274 0.0011670550933778052 0.0011796884670050483
leaf_count=247 376 844 316 733 806 244 344
internal_value=0 2.23229e-05 6.67933e-05 0.00029403 -5.06527e-05 3.14634e-05 0.000180671
internal_weight=0 0.00831128 0.00716256 0.00244054 0.00472202 0.00352203 0.00235497
internal_count=3910 3534 2690 980 1710 904 660
is_linear=0
shrinkage=0.00196078


Tree=7491
num_leaves=8
num_cat=0
split_feature=376 1 42 133 3 4 15
split_gain=2.051e-05 4.33e-05 4.48318e-05 5.20182e-05 4.79162e-05 6.09694e-05 3.66461e-05
threshold=0.048375000000000008 0.12730000000000002 0.091955000000000023 0.065880000000000008 -0.089604999999999976 -0.0077799999999999996 -0.10192499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.00017264004734845385 0.00026100462621729179 0.00034855887124855323 -0.00046259264840275722 0.00037682059524054385 -0.00057765579234850782 -0.00030841761264802743 0.00014493867742393758
leaf_weight=0.0017512422741823323 0.0010110579394433583 0.0010092918906842935 0.001037538646672464 0.0010478310123810943 0.0012394618681530649 0.0012252803263126677 0.0015560678436153288
leaf_count=547 206 288 705 792 810 196 366
internal_value=0 -3.37585e-05 -8.28675e-05 -2.50982e-05 -9.80607e-05 -0.000215963 -5.47805e-05
internal_weight=0 0.00886671 0.00785742 0.00681988 0.00577205 0.00402081 0.00278135
internal_count=3910 3704 3416 2711 1919 1372 562
is_linear=0
shrinkage=0.00196078


Tree=7492
num_leaves=6
num_cat=0
split_feature=1 42 0 16 1
split_gain=9.74546e-06 1.5888e-05 2.52526e-05 3.77702e-05 2.44607e-05
threshold=0.12864500000000004 0.088915000000000008 -0.084304999999999977 -0.004514999999999999 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.013224307548098516 0.00869332023065565 -0.011142473238775631 0.023174756160757412 -0.0013387204731917966 0.0032201646009777187
leaf_weight=0.0017295823564168868 0.0011113283308376819 0.0013565901113928459 0.0010310760580248806 0.0016100328183422468 0.0018962506957447499
leaf_count=1080 331 1032 652 524 291
internal_value=0 -0.00133042 0.000793571 0.00823122 -0.00462412
internal_weight=0 0.00762353 0.00626694 0.00264111 0.00362583
internal_count=3910 3579 2547 1176 1371
is_linear=0
shrinkage=0.1


Tree=7493
num_leaves=7
num_cat=0
split_feature=52 160 2 2 16 16
split_gain=9.7894e-06 2.86376e-05 2.29179e-05 1.95561e-05 7.82293e-05 1.807e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 0.11005500000000001 -0.15168999999999996 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0020983161341806898 -0.017502001579082927 0.015788686128865161 0.016101964714337096 0.010891087355447793 -0.0060054620364224714 -0.024871587272279904
leaf_weight=0.0018770708737780037 0.0010371112213781678 0.0013084695309697296 0.0010957309098431839 0.0013746425537150848 0.0010019731477895839 0.0010291166297797425
leaf_count=694 924 265 496 315 992 224
internal_value=0 -0.00245757 0.00461004 0.000852168 -0.00328009 -0.0155646
internal_weight=0 0.00575131 0.0029728 0.0047142 0.00333956 0.00203109
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=7494
num_leaves=8
num_cat=0
split_feature=11 160 13 39 3 4 4
split_gain=2.66285e-05 2.87003e-05 3.57112e-05 3.71251e-05 5.08621e-05 8.13786e-05 5.62404e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.005105000000000001 -0.08348499999999999 -0.0037349999999999992 0.15927500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00032591177169759614 -0.00030356355193049194 -0.00027548516584644921 0.00023031898226089298 0.0003418178431635545 -0.00066480935950437889 0.00025784035055323039 -0.00035169227018026116
leaf_weight=0.0016794948901443204 0.0010163495801253355 0.0010284551738391264 0.0015129970396358687 0.001023256185305842 0.0010212054606032941 0.0013599648389021886 0.0010173608032298721
leaf_count=346 304 362 997 351 968 448 134
internal_value=0 3.19611e-05 7.34876e-05 2.05367e-06 -6.8732e-05 -0.000201867 -3.00511e-06
internal_weight=0 0.00864273 0.00761428 0.00593478 0.00491153 0.00339853 0.00237733
internal_count=3910 3606 3244 2898 2547 1550 582
is_linear=0
shrinkage=0.00196078


Tree=7495
num_leaves=7
num_cat=0
split_feature=43 42 0 48 0 12
split_gain=9.28576e-06 2.54183e-05 3.34511e-05 2.10592e-05 2.47589e-05 2.38138e-05
threshold=-0.057994999999999998 -1.0000000180025095e-35 -0.072864999999999985 0.086125000000000021 -0.15291499999999997 0.086765000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.0086399661506114545 0.014495762178589069 -0.0023341995409407205 0.02309788485486651 -0.011945558128704483 -0.012584434836063849 0.0054794898411626948
leaf_weight=0.0010095125708216419 0.0010691362444397966 0.0010080450774252354 0.0010621069974773704 0.0016537308625868595 0.0014183295773488359 0.0015033550372400403
leaf_count=486 176 931 357 364 631 965
internal_value=0 0.00436973 0.0107139 -0.00245689 0.00147506 -0.00328963
internal_weight=0 0.00307966 0.00207015 0.00564455 0.00399082 0.00292168
internal_count=3910 1774 1288 2136 1772 1596
is_linear=0
shrinkage=0.1


Tree=7496
num_leaves=8
num_cat=0
split_feature=157 160 133 160 133 1 0
split_gain=2.13529e-05 4.30436e-05 8.83121e-05 4.53092e-05 7.84473e-05 0.000123876 6.20293e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.089200000000000015 0.090540000000000023 -0.15291499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.00026303745019080931 -0.00036409038792365513 -0.00051947775267510276 0.0007217359887014916 -0.00027801004481688629 -0.00029269582538653379 -0.00034646316920695794 0.00025926870685915497
leaf_weight=0.0010089254274857932 0.001324385251617423 0.0010142440944275535 0.0016157222280651445 0.0010183485551613107 0.0011161594266473366 0.0010167897107963729 0.0018016836911456482
leaf_count=517 856 862 314 280 509 115 457
internal_value=0 -3.79367e-05 1.90271e-05 0.000102175 0.000171929 0.000288883 4.07455e-05
internal_weight=0 0.00890733 0.00758295 0.0065687 0.00555036 0.0044342 0.00281847
internal_count=3910 3393 2537 1675 1395 886 572
is_linear=0
shrinkage=0.00196078


Tree=7497
num_leaves=8
num_cat=0
split_feature=160 42 160 2 0 1 15
split_gain=1.57505e-05 2.38194e-05 3.79124e-05 3.9245e-05 7.09751e-05 4.22906e-05 3.57563e-05
threshold=0.090735000000000024 -0.090359999999999982 -1.0000000180025095e-35 0.10393500000000001 -0.070894999999999986 0.089075000000000015 -0.052074999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=-0.00025878575761458498 -0.00022953349896951344 -0.00018064567491658551 0.00031984765792242694 0.00019216356038919305 0.00069455320743041409 -0.00020656574980952675 -0.00032084128231507083
leaf_weight=0.0010098836915555017 0.0010648830835955489 0.001849785416818705 0.0013109773606639419 0.0010294094634750806 0.0010597608711225637 0.0010621025957466969 0.0010604903697713363
leaf_count=389 376 1118 845 295 287 317 283
internal_value=0 2.36264e-05 6.2311e-05 0.000143687 0.000272654 8.42445e-05 -6.81536e-05
internal_weight=0 0.00838241 0.00737253 0.00552274 0.00343284 0.00237308 0.0020899
internal_count=3910 3534 3145 2027 1449 1162 578
is_linear=0
shrinkage=0.00196078


Tree=7498
num_leaves=7
num_cat=0
split_feature=1 16 15 51 16 0
split_gain=9.36365e-06 2.57848e-05 1.83895e-05 4.04006e-05 3.659e-05 3.94428e-05
threshold=1.0000000180025095e-35 0.0015250000000000001 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.016026677994258595 0.022478702236071783 0.0034341654621670051 -0.0088020653579656705 -0.0074629189534201057 -0.015851737959945548 0.017000132798744998
leaf_weight=0.0011840794630552072 0.0010337402416545835 0.0016019132838642229 0.001213014926772186 0.0011719377943983707 0.0010340544882744647 0.0015061384237139211
leaf_count=1519 266 473 583 133 412 524
internal_value=0 -0.00483692 0.00218615 0.00499467 0.000125781 0.006295
internal_weight=0 0.00278599 0.00595889 0.00474587 0.00371213 0.00267808
internal_count=3910 1992 1918 1335 1069 657
is_linear=0
shrinkage=0.1


Tree=7499
num_leaves=8
num_cat=0
split_feature=42 49 1 15 4 12 13
split_gain=9.92939e-06 1.80272e-05 3.74822e-05 2.12026e-05 4.95426e-05 3.86029e-05 6.22609e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.09112000000000002 -0.038029999999999987 0.25367000000000006 0.051320000000000005 -0.094679999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 -7
right_child=-2 3 -4 5 -6 6 -8
leaf_value=0.0072399267427336938 -0.008535427853536403 -0.018898198389549092 -0.019680772306438932 0.023990835152265886 0.010847173444092995 0.018912813672429519 -0.015949264008491813
leaf_weight=0.001002266186349634 0.0011898614803474289 0.001057644247298734 0.0010686301496478372 0.0011708856928535588 0.001189890647562677 0.0010099978830530687 0.0010395554137881938
leaf_count=393 843 691 312 216 280 104 1071
internal_value=0 0.00129416 -0.00665177 0.00430354 -0.00315039 0.00950562 0.00123039
internal_weight=0 0.00753887 0.0020709 0.00546797 0.00224753 0.00322044 0.00204955
internal_count=3910 3067 705 2362 971 1391 1175
is_linear=0
shrinkage=0.1


Tree=7500
num_leaves=6
num_cat=0
split_feature=1 4 47 48 4
split_gain=9.29076e-06 2.40595e-05 1.64865e-05 4.0334e-05 4.75054e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.09252500000000001 0.086215000000000014 -0.0086749999999999969
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0029793850197319723 -0.0041375831533205015 -0.015937093865276048 -0.0062571457277515695 -0.010121616905186866 0.021390314245145668
leaf_weight=0.0016314367028858335 0.0011872085311746634 0.0011437323185235573 0.0016617648927442384 0.00119340525285355 0.0018886634957895191
leaf_count=440 760 1552 329 263 566
internal_value=0 -0.00481668 0.00219352 0.00548283 0.0115372
internal_weight=0 0.00277517 0.00593104 0.00426928 0.00307587
internal_count=3910 1992 1918 1589 1326
is_linear=0
shrinkage=0.1


Tree=7501
num_leaves=7
num_cat=0
split_feature=15 43 42 16 16 52
split_gain=9.78214e-06 2.34568e-05 3.51123e-05 3.56038e-05 3.98785e-05 2.10185e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.15100500000000003 -0.094359999999999986 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0071905900365785858 0.014096684771237274 -0.0065791204461456802 -0.016770507736804219 -0.012487244846132395 0.0061233218937541524 0.025194994469615036
leaf_weight=0.0015667351918954697 0.0012302172991954276 0.0012714659249808418 0.0011489052788643374 0.001163433183622822 0.0011792999396874637 0.0011330747366842253
leaf_count=614 233 322 1204 323 491 723
internal_value=0 0.00153656 -0.00108407 0.00271226 0.00764652 0.0154685
internal_weight=0 0.0071264 0.00589618 0.00474727 0.00358384 0.00231237
internal_count=3910 3296 3063 1859 1536 1214
is_linear=0
shrinkage=0.1


Tree=7502
num_leaves=6
num_cat=0
split_feature=49 42 2 0 0
split_gain=9.51996e-06 2.09647e-05 2.97542e-05 4.59625e-05 4.05589e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 -0.13506999999999997 -0.014809999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0061064325434751739 0.011043916985545146 -0.014226345917577135 -0.012186075504276486 0.024579327703227391 -0.0028274837516919539
leaf_weight=0.001956774155290557 0.0010660649845271094 0.0019541748733389666 0.001538263162557132 0.0010457102401300032 0.0011164853003890743
leaf_count=529 529 1155 264 1190 243
internal_value=0 -0.00181925 -0.00424433 0.00102707 0.0104274
internal_weight=0 0.0067207 0.00565463 0.00370046 0.0021622
internal_count=3910 3381 2852 1697 1433
is_linear=0
shrinkage=0.1


Tree=7503
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=2.70914e-05 2.91842e-05 9.05043e-05 5.42979e-05 3.80728e-05 4.83006e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.076695000000000013 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00020993052739419986 -0.00030675891883679985 -0.00015530710834260467 0.00057321488883437595 0.00034090752773174388 -0.00041708879323505433 -0.00025175823295175477
leaf_weight=0.0016940191844088568 0.0010178347407281138 0.0013295832568708812 0.0012933462639536659 0.0011382137913321221 0.0013330630697327549 0.0017935890927138487
leaf_count=861 304 114 591 421 198 1421
internal_value=0 3.15746e-05 0.000203921 -4.42876e-05 -0.000135236 -2.75044e-05
internal_weight=0 0.00858181 0.00262293 0.00595889 0.00482067 0.00348761
internal_count=3910 3606 705 2901 2480 2282
is_linear=0
shrinkage=0.00196078


Tree=7504
num_leaves=6
num_cat=0
split_feature=42 160 43 2 3
split_gain=1.01105e-05 2.66239e-05 2.50093e-05 2.82435e-05 2.394e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.12046500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0076410207889973797 -0.0096238719737364066 0.015576986209048488 -0.012604261984043087 0.013932017940863285 -0.0045229029671615484
leaf_weight=0.0014536061297114261 0.0016581210959996789 0.0015552189652100991 0.0011491606856220546 0.0016258656890112081 0.0012382348816485358
leaf_count=1060 1040 604 520 524 162
internal_value=0 0.00149931 0.00481145 0.000639592 0.00595341
internal_weight=0 0.0072266 0.00556848 0.00401326 0.0028641
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=7505
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=2.92462e-05 3.48113e-05 9.76941e-05 4.93962e-05 3.96321e-05 4.05161e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.090325000000000003 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00015982985257638054 -0.00031828766633025117 -0.00015274454858824611 0.00060091515448453751 0.00031771710718214187 -0.00045393204303821843 -0.00024891148199446083
leaf_weight=0.0019220721181281452 0.0010302295595449934 0.0013419333344624126 0.0013036901764139344 0.0011328525947459358 0.0011560076319834158 0.0018107422177898401
leaf_count=901 304 114 591 421 157 1422
internal_value=0 3.11633e-05 0.000218638 -5.12037e-05 -0.000136691 -3.84455e-05
internal_weight=0 0.0086673 0.00264562 0.00602167 0.00488882 0.00373281
internal_count=3910 3606 705 2901 2480 2323
is_linear=0
shrinkage=0.00196078


Tree=7506
num_leaves=7
num_cat=0
split_feature=1 2 1 52 1 4
split_gain=1.02745e-05 2.10541e-05 1.43375e-05 1.97472e-05 3.39982e-05 1.21392e-05
threshold=0.076710000000000014 0.096540000000000015 0.096035000000000023 -0.048794999999999991 0.11561500000000001 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2
right_child=2 -3 3 4 -6 -7
leaf_value=-0.014253726988845609 0.0014059131110395265 0.0031237932367182142 0.0082848613761789501 -0.018626659160396845 0.0049315060857696054 0.01677786493627342
leaf_weight=0.0013120652585525503 0.0010292731356671965 0.0014877941320885508 0.0013818823198046633 0.0012063893579245771 0.0012445823350057312 0.0010256395148989187
leaf_count=1452 572 556 483 299 349 199
internal_value=0 -0.00501963 0.00233883 -0.00127441 -0.00666403 0.0090783
internal_weight=0 0.00279986 0.00588777 0.00383285 0.00245097 0.00205491
internal_count=3910 2008 1902 1131 648 771
is_linear=0
shrinkage=0.1


Tree=7507
num_leaves=7
num_cat=0
split_feature=42 49 160 0 15 52
split_gain=8.3678e-06 1.67988e-05 2.44843e-05 1.7955e-05 4.49555e-05 2.85958e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.019875 -0.083424999999999985 -0.11739999999999999 0.091210000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.01714334695543469 -0.0078516436212512589 -0.0066700538008627507 0.0046502848782193507 -0.011125750108861264 0.01930361253394703 0.010092951621754836
leaf_weight=0.0010535031541403042 0.001181466215381826 0.0010639004556743568 0.0010094411663501431 0.0014627964606975469 0.0017833996979371323 0.0011225220802333305
leaf_count=460 843 281 245 872 921 288
internal_value=0 0.00120315 -0.00647927 0.00412041 0.00959849 -0.00191278
internal_weight=0 0.00749556 0.00206294 0.00543262 0.0028473 0.00258532
internal_count=3910 3067 705 2362 1202 1160
is_linear=0
shrinkage=0.1


Tree=7508
num_leaves=7
num_cat=0
split_feature=1 13 52 0 0 133
split_gain=9.67452e-06 2.66247e-05 3.35436e-05 2.82793e-05 2.50475e-05 3.78847e-05
threshold=0.088010000000000019 -0.0024749999999999993 -0.070004999999999998 -0.15137999999999999 -0.084074999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.015433791624689736 0.012374367740086606 -0.017826611872440896 0.016303498904887075 -0.0065292417679390508 0.012811714799897995 -0.012689278049904693
leaf_weight=0.001248447833966214 0.0018446954875616893 0.00100592587387639 0.0010279334257973637 0.0011485149222962225 0.0013798436244967151 0.0010082597763520483
leaf_count=1213 961 248 118 258 536 576
internal_value=0 0.00281569 -0.00272509 0.00425463 -0.00395545 0.00204517
internal_weight=0 0.00502707 0.00318237 0.00217645 0.00363655 0.0023881
internal_count=3910 1585 624 376 2325 1112
is_linear=0
shrinkage=0.1


Tree=7509
num_leaves=8
num_cat=0
split_feature=50 12 133 16 52 15 2
split_gain=1.61381e-05 3.11774e-05 4.18024e-05 4.79645e-05 9.843e-05 3.22202e-05 5.37002e-05
threshold=0.086465000000000014 -0.036459999999999992 0.084760000000000016 -0.013279999999999998 -0.07125999999999999 -0.106555 0.090815000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.0003027431727204263 -0.0002389427565081979 0.0002456734962741958 -0.00029836150162327273 7.722397988722358e-06 0.00077547936339613353 0.00011430599186885865 -0.00047065632811865233
leaf_weight=0.0010144966987780885 0.0010474280227045921 0.0011655689097709106 0.0010475536503543031 0.0015522565146381825 0.0010948190725100877 0.0013315619880197348 0.0011032952204035858
leaf_count=452 715 232 762 478 324 641 306
internal_value=0 1.93268e-05 6.41159e-05 0.000124895 0.000325263 -2.2419e-05 -0.000150755
internal_weight=0 0.00830955 0.00729506 0.0062475 0.00264708 0.00360043 0.00243486
internal_count=3910 3195 2743 1981 802 1179 947
is_linear=0
shrinkage=0.00196078


Tree=7510
num_leaves=7
num_cat=0
split_feature=52 2 160 2 16 0
split_gain=1.57497e-05 2.96985e-05 2.54667e-05 2.19542e-05 9.60385e-05 1.85031e-05
threshold=-0.048794999999999991 0.096970000000000015 -1.0000000180025095e-35 0.11005500000000001 -0.078844999999999985 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-5.2017229177164022e-05 -0.00033490915982560407 0.00033528093689747142 -5.0142813880799619e-06 0.00019886907702013556 -0.00048513593758105558 0.00036057733116019931
leaf_weight=0.0018645153276573884 0.0010987556617258172 0.001286389310903972 0.0010832646609959863 0.0014415454049305368 0.0014099007023056329 0.0010463592653289847
leaf_count=674 924 516 198 315 478 805
internal_value=0 0.000106101 -6.47118e-05 -5.10996e-06 -8.81847e-05 0.000174614
internal_weight=0 0.0031509 0.00607983 0.00498107 0.00353952 0.00212962
internal_count=3910 1190 2720 1796 1481 1003
is_linear=0
shrinkage=0.00196078


Tree=7511
num_leaves=8
num_cat=0
split_feature=11 42 0 2 16 2 13
split_gain=2.81212e-05 3.52673e-05 4.94585e-05 7.46042e-05 8.20444e-05 5.85425e-05 5.5974e-05
threshold=1.0000000180025095e-35 0.086325000000000013 -0.14867499999999997 0.106285 0.15100500000000003 0.11230000000000001 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00012716254510573141 -0.00031034226861039951 -0.00021095567558288581 0.00057515707171860379 0.00066383017520250324 -0.00036542833510609462 -0.00049510412747738369 -2.556517149534538e-05
leaf_weight=0.001386921483631306 0.0010333591312250258 0.0018261272475799057 0.0012134161651849028 0.0010841218341615675 0.0011095723876059045 0.0010006501998680169 0.0011726640922432138
leaf_count=165 304 1388 969 365 166 97 456
internal_value=0 3.15957e-05 9.51679e-05 0.000214449 7.50808e-05 -0.000133634 0.000279926
internal_weight=0 0.00879347 0.00696735 0.00457977 0.00349565 0.00238757 0.00238608
internal_count=3910 3606 2218 1956 1591 262 1425
is_linear=0
shrinkage=0.00196078


Tree=7512
num_leaves=7
num_cat=0
split_feature=52 160 2 2 16 13
split_gain=1.07387e-05 2.383e-05 2.20101e-05 1.83365e-05 8.36349e-05 7.91882e-06
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 0.11005500000000001 -0.078844999999999985 -0.0058249999999999994
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0017423476098019823 -0.016343945537236049 0.0030595638913250541 0.016111303351748155 0.010218226374286453 -0.023061160506606015 0.01561912136668784
leaf_weight=0.0018715901573710279 0.0010299781538303078 0.0010075744116642069 0.0010941999106209698 0.0013640834884276259 0.0013236282322756174 0.001000487993402562
leaf_count=694 924 708 496 315 478 295
internal_value=0 -0.00256915 0.00484459 0.000452235 -0.00354622 0.00931718
internal_weight=0 0.00572575 0.00296579 0.00469577 0.00333169 0.00200806
internal_count=3910 2720 1190 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=7513
num_leaves=7
num_cat=0
split_feature=42 133 49 16 1 15
split_gain=8.7228e-06 2.02638e-05 3.0916e-05 2.90572e-05 4.80571e-05 3.0656e-05
threshold=0.091955000000000023 0.065880000000000008 -0.0057999999999999987 0.15100500000000003 0.087545000000000026 -0.11739999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.012704854659459856 -0.0080237322089031903 0.011914457161647532 -0.019161487794001644 0.018074853241733673 -0.0059858334843785116 0.017179644442845272
leaf_weight=0.0017086652975548278 0.0011810497736378439 0.001433560164596984 0.0010396076732677355 0.001005594574143405 0.0010404244648869196 0.0012668264307687692
leaf_count=415 843 920 898 292 215 327
internal_value=0 0.00122262 -0.00130619 0.00316864 -0.00131007 0.00673348
internal_weight=0 0.00749468 0.00606112 0.00435245 0.00334686 0.00230725
internal_count=3910 3067 2147 1732 1440 542
is_linear=0
shrinkage=0.1


Tree=7514
num_leaves=8
num_cat=0
split_feature=11 16 2 4 12 0 15
split_gain=2.3665e-05 3.46529e-05 6.4751e-05 8.5429e-05 3.71039e-05 5.30152e-05 2.46508e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999 -0.021529999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=-0.00029470110062105313 -0.00029067766781566023 -0.00045447071215278049 0.00015689887540774059 0.00029401953158138901 0.00034899946143757224 -0.00027529382686227442 0.00059168662440686336
leaf_weight=0.0011365810809067763 0.0010252088355102188 0.0014050342353328759 0.0010025256518784195 0.0010809382919183318 0.0015183492253014429 0.0015036609028581487 0.0010028504364245267
leaf_count=371 304 536 390 142 1060 912 195
internal_value=0 2.43864e-05 7.26563e-05 -3.71779e-05 0.000105722 -3.7194e-05 0.000374328
internal_weight=0 0.00864994 0.00751336 0.00550798 0.00410295 0.0025846 0.00200538
internal_count=3910 3606 3235 2650 2114 1054 585
is_linear=0
shrinkage=0.00196078


Tree=7515
num_leaves=8
num_cat=0
split_feature=50 160 133 2 42 160 2
split_gain=2.39485e-05 4.04961e-05 4.64536e-05 3.61854e-05 3.36182e-05 5.06809e-05 5.6304e-05
threshold=0.086465000000000014 0.090735000000000024 0.087895000000000015 0.10796500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086875000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-7.0002763224408314e-05 -0.00027451109350442666 -0.00033171877146586135 -0.00030693916252883137 -8.1425104520611283e-05 -3.4259255936526867e-05 0.00021962382649337871 0.00080389280966379668
leaf_weight=0.0010671228077012117 0.0010832825002499722 0.001023559215846943 0.0010166078046257047 0.0019520441898136631 0.0010643618260488645 0.0014548266814728107 0.0011240832648973173
leaf_count=549 715 325 640 513 485 406 277
internal_value=0 3.4642e-05 8.34751e-05 0.000143048 0.000236072 0.000325722 0.000474292
internal_weight=0 0.00870261 0.00767905 0.00666244 0.00471039 0.00364327 0.00257891
internal_count=3910 3195 2870 2230 1717 1168 683
is_linear=0
shrinkage=0.00196078


Tree=7516
num_leaves=8
num_cat=0
split_feature=4 12 3 47 0 16 2
split_gain=3.34666e-05 4.48879e-05 4.65797e-05 5.53551e-05 6.90142e-05 4.55035e-05 5.13852e-05
threshold=0.27608500000000008 -0.036459999999999992 0.11476000000000001 0.085165000000000018 -0.014809999999999999 -0.0083999999999999995 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00041720320962251986 0.00026870753977336373 0.00010663725040288963 0.00032992737810661908 0.00026845465204680495 -0.00061769622747963402 0.00027674526712980889 -0.00045585526573013084
leaf_weight=0.0011001810830321857 0.0015152845528182317 0.0011738999628287756 0.0013971892113980901 0.0014487581010722674 0.0010326716711619608 0.0011625716846535672 0.0013339193305540599
leaf_count=300 441 692 135 375 235 707 1025
internal_value=0 -4.71878e-05 6.7377e-06 -6.66645e-05 -0.000169896 -4.39072e-05 -0.000192555
internal_weight=0 0.00864919 0.00754901 0.00615182 0.00470306 0.00367039 0.00250782
internal_count=3910 3469 3169 3034 2659 2424 1717
is_linear=0
shrinkage=0.00196078


Tree=7517
num_leaves=6
num_cat=0
split_feature=49 160 3 3 16
split_gain=1.05093e-05 1.96438e-05 3.52601e-05 3.73256e-05 3.23527e-05
threshold=-0.045004999999999996 -0.07353999999999998 -0.089974999999999986 -0.074234999999999982 0.054425000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0063859218583784145 0.0086652960219909241 -0.019138094270421846 0.016544631912174205 0.0022571035885882158 -0.019018231707646816
leaf_weight=0.0019709027339004015 0.0013930373598266231 0.0012808024604552565 0.0010110533566646193 0.0019326452024450384 0.0011342304288723308
leaf_count=529 823 595 1151 580 232
internal_value=0 -0.00191393 -0.00466407 -0.000118043 -0.00561121
internal_weight=0 0.00675177 0.00535873 0.00407793 0.00306688
internal_count=3910 3381 2558 1963 812
is_linear=0
shrinkage=0.1


Tree=7518
num_leaves=8
num_cat=0
split_feature=50 160 133 16 52 15 2
split_gain=4.86518e-05 5.41646e-05 3.73925e-05 5.80361e-05 7.1527e-05 6.12506e-05 0.000111615
threshold=0.088425000000000017 0.090735000000000024 0.087895000000000015 -0.013279999999999998 -0.072349999999999984 -0.106555 0.086130000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00030038278453389463 -0.00040717736130797962 -0.00036484579238346975 -0.00022150835118138983 9.9913600086826398e-05 0.00070766120543398823 0.00027018848408659089 -0.00058521602645520256
leaf_weight=0.0015554089440978835 0.001009843244139586 0.0010878776572015832 0.0011820946299909403 0.0017479332129587562 0.001296981050572047 0.0010660440407127593 0.0013036133694937656
leaf_count=326 689 325 648 536 401 464 521
internal_value=0 4.61117e-05 0.000100953 0.000155642 0.000358784 -1.94762e-06 -0.000200393
internal_weight=0 0.00923995 0.00815208 0.00696998 0.00304491 0.00392507 0.00236966
internal_count=3910 3221 2896 2248 937 1311 985
is_linear=0
shrinkage=0.00196078


Tree=7519
num_leaves=8
num_cat=0
split_feature=50 484 160 42 43 47 4
split_gain=1.04101e-05 2.33171e-05 2.69929e-05 4.17514e-05 4.17485e-05 2.93906e-05 3.74241e-05
threshold=0.082310000000000008 0.084225000000000008 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.015524278233564451 -0.009497744009655416 0.015445466877251932 -0.015885225531941459 0.020500150782936221 -0.0070768789685024388 -0.01423222402642162 0.019274307437496994
leaf_weight=0.0011193105424451887 0.0010256816013926818 0.0010031503929375891 0.0010194627219274098 0.001387481608094281 0.0010586874850472706 0.0010246257463389272 0.0010978335332876414
leaf_count=730 747 416 351 576 596 136 358
internal_value=0 0.00122584 -0.00090083 0.00178486 0.00602558 -0.000287609 0.00633788
internal_weight=0 0.00771055 0.0067074 0.00568794 0.00456863 0.00318115 0.00215652
internal_count=3910 3163 2747 2396 1666 1090 954
is_linear=0
shrinkage=0.1


Tree=7520
num_leaves=8
num_cat=0
split_feature=52 52 43 151 12 1 52
split_gain=1.44881e-05 3.88397e-05 4.88749e-05 2.29649e-05 4.15395e-05 6.36762e-05 6.47002e-05
threshold=-0.048794999999999991 -0.087094999999999992 -0.074254999999999988 -0.0008699999999999999 0.095295000000000019 0.095155000000000017 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.00021803751815593211 -0.00031474986203524887 0.00041331730871511674 -0.00036809113501225384 -0.00048445166284620604 -0.0003000675663488754 0.00040225625809737966 0.00018961265002729788
leaf_weight=0.0012010867853512745 0.0011476980696228352 0.0010233546323559863 0.0010043268989254799 0.0010002916876656789 0.0013719830944011286 0.0015562742703177836 0.0012093852788156352
leaf_count=456 372 304 430 625 566 362 795
internal_value=0 9.76126e-05 -4.88806e-05 -6.39844e-05 -7.96911e-06 9.8446e-05 -0.000115527
internal_weight=0 0.00322877 0.00220541 0.00628563 0.00513793 0.00376595 0.00220968
internal_count=3910 1190 886 2720 2348 1782 1420
is_linear=0
shrinkage=0.00196078


Tree=7521
num_leaves=7
num_cat=0
split_feature=150 52 15 15 3 4
split_gain=1.86801e-05 3.98441e-05 4.31042e-05 8.65014e-05 7.19224e-05 3.09538e-05
threshold=0.082085000000000019 0.11401500000000002 -0.017214999999999998 -0.14487999999999998 -0.069909999999999986 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.00028798682683626032 0.00017304957228320061 -0.00039373859682158264 -0.00034600356358233445 -0.00041021207350264377 0.00043137680688328704 0.00013469436497492955
leaf_weight=0.001047707725502237 0.0018511521156029742 0.0010909012122686914 0.0010239614236804504 0.0019556562622179748 0.0018114670863261244 0.001036215847312361
leaf_count=388 513 606 532 770 285 816
internal_value=0 -4.56112e-05 9.62839e-06 -0.000166649 0.000146373 -0.000104225
internal_weight=0 0.00796591 0.00687501 0.00300336 0.00387164 0.00206018
internal_count=3910 3397 2791 1158 1633 1348
is_linear=0
shrinkage=0.00196078


Tree=7522
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 13 1
split_gain=1.61016e-05 5.80547e-05 3.12497e-05 3.65948e-05 4.14287e-05 6.62933e-05 2.89047e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.10462499999999998 -0.077944999999999987 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00022430561308373171 -0.00044010600552838098 -0.00024626442363691081 -0.00025858544967073455 -0.0002298183610326153 6.6144493373057709e-05 0.00072558974226881109 0.00018133032301690993
leaf_weight=0.0010096099148121348 0.0011833140918753081 0.0012974203302869702 0.0010659328229247708 0.001111179835386852 0.0013796937396286333 0.0010189575003355068 0.001244856864913828
leaf_count=587 813 875 137 586 432 273 207
internal_value=0 -3.7941e-05 2.89155e-05 9.02533e-05 0.000165773 0.00034628 -2.15963e-05
internal_weight=0 0.00830136 0.00711804 0.00582062 0.00470944 0.00239865 0.00231079
internal_count=3910 3323 2510 1635 1049 705 344
is_linear=0
shrinkage=0.00196078


Tree=7523
num_leaves=7
num_cat=0
split_feature=52 13 1 1 15 4
split_gain=1.02417e-05 3.04816e-05 2.6785e-05 3.17576e-05 3.49548e-05 2.71225e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.095575000000000007 -0.0063699999999999989 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.017511049084345729 -0.00886698797785547 -0.015263837676511334 -0.012026663589498996 0.017017635825056946 -0.005366434249157807 0.015602430813762261
leaf_weight=0.0010041911163101262 0.0011447271436461097 0.0012887068729853001 0.0016953158861218558 0.0011594039742725782 0.0012410290941551564 0.0012264627768929154
leaf_count=169 647 1019 413 377 520 765
internal_value=0 0.00127786 -0.00118794 0.00255017 -0.00191542 0.00505611
internal_weight=0 0.00761511 0.00661092 0.0049156 0.0037562 0.00246749
internal_count=3910 3263 3094 2681 2304 1285
is_linear=0
shrinkage=0.1


Tree=7524
num_leaves=7
num_cat=0
split_feature=4 12 47 3 43 0
split_gain=1.62675e-05 2.63393e-05 3.14782e-05 5.37566e-05 2.43965e-05 3.7591e-05
threshold=0.27608500000000008 -0.036459999999999992 0.085165000000000018 0.10666500000000002 -0.08799499999999999 -0.11524
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00033003624752259505 0.00019280019332497603 5.343950438041157e-05 0.00025193128832477367 0.00029449007607493347 -2.2877872959518225e-05 -0.00046716064344904827
leaf_weight=0.0010250888575835367 0.0013974006088790939 0.0013251201475078791 0.0015628619525710052 0.0012502735088974221 0.0013340460251354885 0.0016229423226014348
leaf_count=300 441 538 403 129 203 1896
internal_value=0 -3.62387e-05 6.20779e-06 -6.32075e-05 -0.000167647 -0.000266722
internal_weight=0 0.00812033 0.00709524 0.00553238 0.00428211 0.00295699
internal_count=3910 3469 3169 2766 2637 2099
is_linear=0
shrinkage=0.00196078


Tree=7525
num_leaves=7
num_cat=0
split_feature=11 48 0 42 0 1
split_gain=1.76379e-05 2.34344e-05 8.85977e-05 3.80478e-05 3.56296e-05 5.10105e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.084100000000000022 -0.017269999999999997 0.10471000000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00015976032252515939 -0.00024725559870285931 -0.00017320686319222979 0.00055665231430696255 -0.00029350177825000095 0.00033520194840911077 -0.00035761650895327969
leaf_weight=0.0017385917011351762 0.0010034097885713378 0.0013050098872933458 0.0012538005359140469 0.0016451099676449196 0.0012540658435243089 0.0012662985434814897
leaf_count=1080 304 114 591 1416 181 224
internal_value=0 2.76886e-05 0.000184419 -4.02381e-05 5.75902e-05 -5.82688e-05
internal_weight=0 0.00846288 0.00255881 0.00590407 0.00425896 0.00300489
internal_count=3910 3606 705 2901 1485 1304
is_linear=0
shrinkage=0.00196078


Tree=7526
num_leaves=7
num_cat=0
split_feature=3 1 3 13 52 0
split_gain=1.98092e-05 4.03595e-05 4.50543e-05 3.95143e-05 4.96079e-05 3.44365e-05
threshold=-0.12008499999999998 0.088010000000000019 -0.069909999999999986 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=8.8060567865903166e-05 -0.00061344446384735754 0.00021138126047251098 -0.00012815491319948772 -0.00051575004609190984 0.00024279919100105631 -0.0002406825717658621
leaf_weight=0.0017302534539722558 0.0012146313696507099 0.0016743993893993713 0.0018646703145532054 0.001028223955225963 0.0011445580684305004 0.0011212578263609745
leaf_count=421 1705 894 431 145 113 201
internal_value=0 -0.000143197 -0.000319578 -3.38817e-05 -0.000158552 3.54422e-06
internal_weight=0 0.00804774 0.0030793 0.00496844 0.00329404 0.00226582
internal_count=3910 3489 2136 1353 459 314
is_linear=0
shrinkage=0.00196078


Tree=7527
num_leaves=5
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split_feature=49 42 2 3
split_gain=9.32979e-06 2.47497e-05 2.57838e-05 3.86853e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 0.090325000000000003
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0058868331136749091 0.011996612018262201 -0.013776180550015883 0.011108909858765954 -0.0092395416591860898
leaf_weight=0.0019893761551228878 0.0010784831681989052 0.0019716334905901345 0.0017669789862832289 0.0019825972674259243
leaf_count=529 529 1155 1415 282
internal_value=0 -0.00189898 -0.00451839 0.000349618
internal_weight=0 0.00679969 0.00572121 0.00374958
internal_count=3910 3381 2852 1697
is_linear=0
shrinkage=0.1


Tree=7528
num_leaves=8
num_cat=0
split_feature=160 133 43 43 12 52 4
split_gain=1.45721e-05 2.6992e-05 3.57129e-05 5.97885e-05 2.60258e-05 5.15542e-05 5.04995e-05
threshold=0.090735000000000024 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 0.086935000000000012 0.071660000000000015 0.011185000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-2.7909743612907503e-05 -0.0002255493899965726 -0.00025910057978782442 0.00021257844698838288 0.0005906613597216144 -0.00028245290153194321 0.00042786821922644231 -0.00034610914092011091
leaf_weight=0.0012913517627552631 0.0010357425259124075 0.0011394296106869341 0.0011193091963090528 0.0011233577419175649 0.0012016328997781129 0.0010022893006512443 0.0014000904823312508
leaf_count=247 376 844 335 733 806 325 244
internal_value=0 2.11485e-05 6.58841e-05 0.000259858 -3.32817e-05 5.17379e-05 -9.78976e-05
internal_weight=0 0.00827746 0.00713803 0.00241471 0.00472332 0.00352169 0.0025194
internal_count=3910 3534 2690 980 1710 904 579
is_linear=0
shrinkage=0.00196078


Tree=7529
num_leaves=8
num_cat=0
split_feature=11 16 2 4 4 0 0
split_gain=4.17903e-05 5.59973e-05 4.48069e-05 0.000130845 4.27447e-05 3.77247e-05 5.65749e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.23071499999999998 -0.0010999999999999996 -0.06402999999999999 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -5
right_child=-2 2 4 5 -6 -7 -8
leaf_value=-0.00034980169269708405 -0.00039571353622544297 -0.00063662924621059476 0.00061234961872586448 0.00028350798829097229 5.2824985161915148e-05 0.00045641654902653242 -0.00019577762526801218
leaf_weight=0.001311359709994883 0.0010018168726649368 0.0010260202389620072 0.0010525938864489048 0.0018753746887184468 0.0010471499980032242 0.0010835764662463629 0.0019125076998107744
leaf_count=394 279 141 286 227 295 174 2114
internal_value=0 2.57591e-05 8.73424e-05 -2.33112e-07 0.000333313 0.000133804 4.15159e-05
internal_weight=0 0.00930858 0.00799722 0.00589748 0.00209974 0.00487146 0.00378788
internal_count=3910 3631 3237 2656 581 2515 2341
is_linear=0
shrinkage=0.00196078


Tree=7530
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.05016e-05 2.46321e-05 1.74811e-05 3.07894e-05 3.64748e-05 3.22714e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
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leaf_count=1913 265 95 571 133 409 524
internal_value=0 -0.00514764 0.00224076 0.00496583 0.000771575 0.00689696
internal_weight=0 0.00283635 0.00597926 0.00476814 0.00374727 0.0027047
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=7531
num_leaves=7
num_cat=0
split_feature=42 0 1 49 2 13
split_gain=9.97923e-06 1.63308e-05 3.62942e-05 2.1484e-05 2.91596e-05 1.79238e-05
threshold=0.091955000000000023 -0.017269999999999997 0.11986000000000001 -0.0019649999999999997 0.096540000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_weight=0.0017405176069975902 0.0012001838951232989 0.0016574959735773977 0.0010499146195605425 0.0010568092404302884 0.0010428172113229718 0.0010534153083212796
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internal_weight=0 0.00760097 0.00594347 0.00489356 0.00315304 0.00211022
internal_count=3910 3067 2703 2472 1890 1484
is_linear=0
shrinkage=0.1


Tree=7532
num_leaves=7
num_cat=0
split_feature=150 52 15 15 3 12
split_gain=2.15062e-05 4.84732e-05 3.91698e-05 8.23728e-05 4.9162e-05 3.43133e-05
threshold=0.082085000000000019 0.11401500000000002 -0.017214999999999998 -0.14487999999999998 -0.089974999999999986 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.00029404171583112738 0.00018954252090193002 -0.00042741582701269883 -0.00017576405719470757 -0.0003889105725961753 0.00051937912716949882 6.9114535410746787e-05
leaf_weight=0.0010393997512755785 0.0018408494931167014 0.0011014586762399404 0.0012313661740198495 0.0019581556741262718 0.0013337653517124964 0.0012705977210946409
leaf_count=388 513 606 493 770 481 659
internal_value=0 -4.56958e-05 1.58337e-05 -0.000152097 0.000147069 0.000299707
internal_weight=0 0.00793474 0.00683328 0.00299756 0.00383573 0.00260436
internal_count=3910 3397 2791 1158 1633 1140
is_linear=0
shrinkage=0.00196078


Tree=7533
num_leaves=7
num_cat=0
split_feature=1 457 47 3 3 2
split_gain=1.11549e-05 2.51939e-05 2.21479e-05 3.11378e-05 8.69666e-05 2.72502e-05
threshold=0.12864500000000004 0.069705000000000003 0.09252500000000001 -0.069909999999999986 0.090325000000000003 0.086915000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0010830726205256695 0.0092346115781943485 0.011555683166885685 -0.016885235481927868 0.024639651233937319 -0.010514288824393836 -0.019735874358158635
leaf_weight=0.001247001317412169 0.0011155552720273883 0.0012452561424697054 0.0011026182667746272 0.0013188072782517727 0.0015088787865246336 0.0012680248661826549
leaf_count=1066 331 313 331 504 194 1171
internal_value=0 -0.00146582 -0.00398161 -0.00131859 0.00588119 -0.00941342
internal_weight=0 0.00769059 0.00644533 0.00534271 0.00282769 0.00251503
internal_count=3910 3579 3266 2935 698 2237
is_linear=0
shrinkage=0.1


Tree=7534
num_leaves=7
num_cat=0
split_feature=4 151 16 2 0 1
split_gain=1.01162e-05 2.14179e-05 4.33899e-05 2.66412e-05 5.86773e-05 2.98317e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 0.106285 -0.032484999999999993 0.088495000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.0099501992951747456 0.008086218237391439 -0.01697111279447254 0.018124557088368919 0.014788629494144208 -0.02178869665735755 -0.0056132795907602902
leaf_weight=0.0013402850598593277 0.0012884636847990101 0.0018174934153574107 0.0010897447426620552 0.0011111637963338709 0.0011100070983183058 0.0010296184031938771
leaf_count=556 441 607 1226 409 193 478
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internal_weight=0 0.00749831 0.00615803 0.00434053 0.00322937 0.00211936
internal_count=3910 3469 2913 2306 1897 1704
is_linear=0
shrinkage=0.1


Tree=7535
num_leaves=7
num_cat=0
split_feature=3 39 3 4 0 1
split_gain=1.02207e-05 3.20021e-05 2.68092e-05 4.38026e-05 2.62731e-05 1.86485e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.06402999999999999 0.08844500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014489591416881709 0.0083261678457597771 0.014474500625683763 -0.025993815441415154 -0.001400152035893454 0.013144065120775102 0.0043428490834347437
leaf_weight=0.0010372473393734027 0.0012390802406207673 0.0010779345378999737 0.001183875956813011 0.0018650913421457166 0.0012990798614463191 0.0010664110523850524
leaf_count=1685 239 424 490 307 330 435
internal_value=0 -0.00147486 -0.00413963 -0.0109496 0.00196229 -0.00494283
internal_weight=0 0.00752964 0.00645171 0.00304897 0.00340274 0.00210366
internal_count=3910 3671 3247 797 2450 2120
is_linear=0
shrinkage=0.1


Tree=7536
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.83554e-05 2.68496e-05 2.81309e-05 6.50416e-05 6.29041e-05 3.51912e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024191824398782672 -0.00031342290242714803 0.0004310196381587847 0.00027684907901931504 -0.00043685041141356692 0.00018480316883643194 -0.00024435493568964373
leaf_weight=0.0012011388819721368 0.0010324327908810835 0.0015131652242004832 0.001944164722363681 0.0010493424692080665 0.0012907454744293856 0.0017049890749939371
leaf_count=380 304 548 581 461 1149 487
internal_value=0 3.02604e-05 7.38363e-05 2.82636e-06 0.000105151 -5.94474e-05
internal_weight=0 0.00870355 0.00750241 0.00555824 0.0045089 0.00299573
internal_count=3910 3606 3226 2645 2184 1636
is_linear=0
shrinkage=0.00196078


Tree=7537
num_leaves=6
num_cat=0
split_feature=49 42 2 13 1
split_gain=9.58873e-06 1.84864e-05 4.26805e-05 4.21763e-05 4.09161e-05
threshold=-0.045004999999999996 0.084100000000000022 0.113945 0.0024700000000000004 0.079945000000000016
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0060282379714941209 0.02504205129853266 -0.010540670013264268 -0.016633243271718872 -0.011673177192769399 0.0013095074188862244
leaf_weight=0.0019845589504460456 0.0013331118029425611 0.0018061902974450062 0.0010507647833954232 0.0010002834506653989 0.0015963428389985132
leaf_count=529 618 1542 288 485 448
internal_value=0 -0.001874 0.00126898 0.00605582 0.0121095
internal_weight=0 0.00678669 0.0049805 0.00392974 0.00292945
internal_count=3910 3381 1839 1551 1066
is_linear=0
shrinkage=0.1


Tree=7538
num_leaves=6
num_cat=0
split_feature=1 0 15 151 2
split_gain=1.14569e-05 2.14234e-05 1.39959e-05 3.02602e-05 5.49604e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.013175163784395552 -0.010217498524898179 0.0043646606729908551 -0.0072081030714766514 -0.0038773650124900882 0.020558203159063801
leaf_weight=0.0015568104442980363 0.0010387103179037276 0.0012599465433995325 0.0012050165266251651 0.0017330699660468149 0.0019630816730813998
leaf_count=1913 318 95 571 488 525
internal_value=0 -0.00532953 0.00241399 0.0048628 0.00910073
internal_weight=0 0.00281676 0.00593988 0.00473486 0.00369615
internal_count=3910 2008 1902 1331 1013
is_linear=0
shrinkage=0.1


Tree=7539
num_leaves=9
num_cat=0
split_feature=376 1 47 4 52 2 15 2
split_gain=2.6671e-05 4.93584e-05 3.84864e-05 5.82273e-05 5.93936e-05 5.28938e-05 4.05587e-05 2.5402e-05
threshold=0.048375000000000008 0.12730000000000002 0.09252500000000001 -0.0040999999999999986 -0.031409999999999993 0.11230000000000001 -0.089594999999999994 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -6
right_child=-2 -3 -4 5 7 -7 -8 -9
leaf_value=-0.00056824947337697418 0.00029610723535884015 0.00036721390245852975 -0.00041216510126066552 0.00055673065213551374 0.000193010401774696 -0.00020317427392333327 3.0212732044125054e-05 -0.00023851179005879265
leaf_weight=0.0011967013087576545 0.0010072476803675351 0.0010120414602155245 0.0012250998548823588 0.0012420253099846216 0.0010582995545011826 0.0011153184983157486 0.0010281071070306074 0.0010397442993093397
leaf_count=621 206 288 327 310 862 253 360 683
internal_value=0 -4.04975e-05 -9.2693e-05 -3.41041e-05 -0.000219669 0.000146489 0.000318279 -2.08425e-05
internal_weight=0 0.00891734 0.0079053 0.0066802 0.00329475 0.00338545 0.00227013 0.00209804
internal_count=3910 3704 3416 3089 2166 923 670 1545
is_linear=0
shrinkage=0.00196078


Tree=7540
num_leaves=7
num_cat=0
split_feature=1 0 150 16 3 3
split_gain=1.60613e-05 2.2223e-05 1.79457e-05 4.88283e-05 2.84342e-05 2.26603e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 0.096385000000000012 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.00027906610459301124 -0.00037553305943739852 6.0310780444459137e-05 0.00024190887697324418 -3.0502993387057438e-05 -0.00017599274411327412 0.00033380859088550372
leaf_weight=0.0016621713453453158 0.0010909197164494151 0.0013397416598461133 0.001406067971352066 0.001046591177360604 0.0010832027738441005 0.0017607445691929157
leaf_count=1913 274 95 362 568 202 496
internal_value=0 -0.000127604 4.62864e-05 -8.93007e-06 9.38666e-05 0.000197991
internal_weight=0 0.00300191 0.00638753 0.00498146 0.00389054 0.00280734
internal_count=3910 2008 1902 1540 1266 1064
is_linear=0
shrinkage=0.00196078


Tree=7541
num_leaves=6
num_cat=0
split_feature=1 457 3 12 15
split_gain=9.78467e-06 1.99262e-05 2.35792e-05 6.428e-05 2.80828e-05
threshold=0.12864500000000004 0.069705000000000003 0.090325000000000003 0.080120000000000011 0.083935000000000023
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015365332272598975 0.0086650689499518912 0.01023328032809123 -0.013217185285279744 -0.016776443320774655 0.0036778812706538852
leaf_weight=0.001740465466407192 0.0011166515928291076 0.0012430514750296738 0.0018244345417480698 0.0017705390461730645 0.0010810737569179522
leaf_count=430 331 313 238 1363 1235
internal_value=0 -0.00135489 -0.00359983 0.000221151 -0.00902201
internal_weight=0 0.00765956 0.00641651 0.00459208 0.00285161
internal_count=3910 3579 3266 3028 2598
is_linear=0
shrinkage=0.1


Tree=7542
num_leaves=8
num_cat=0
split_feature=157 160 133 13 0 1 2
split_gain=2.84512e-05 5.4473e-05 0.000130927 4.74208e-05 5.93672e-05 5.91939e-05 2.13784e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083514999999999992 -0.077944999999999987 0.094695000000000015 0.10325000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.0002959920098440407 -0.00041486210185581724 -0.00062673151422290509 0.00054433306724211133 -0.00052388009428775372 0.00026190998482471554 6.6575964269457961e-05 0.00015180960235757886
leaf_weight=0.0010469708830504786 0.0013129941048824244 0.0010528742378315839 0.0011237328408229292 0.0011401889246612129 0.0019864722448274682 0.0015269935412642443 0.0010155822791775926
leaf_count=563 828 860 249 407 647 200 156
internal_value=0 -4.52137e-05 1.66466e-05 0.000116367 5.28954e-06 -0.000185837 0.000357993
internal_weight=0 0.00915884 0.00784584 0.00679297 0.00465365 0.00266718 0.00213932
internal_count=3910 3347 2519 1659 1254 607 405
is_linear=0
shrinkage=0.00196078


Tree=7543
num_leaves=7
num_cat=0
split_feature=4 12 43 3 15 0
split_gain=1.01197e-05 2.07281e-05 2.50321e-05 4.15767e-05 2.91447e-05 3.54507e-05
threshold=0.27020000000000005 -0.023959999999999995 -0.17307499999999998 0.10856000000000002 -0.053579999999999996 -0.082994999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.014617132156496435 0.0077127964619830812 0.015008657847401628 0.0034358328481219284 0.013470000735733761 -0.0022979548365457078 -0.026341780030321355
leaf_weight=0.0010435907617764844 0.0014009812317023725 0.0010121366613015147 0.0015837622419697596 0.0012917949433007229 0.0012639170226930456 0.0011911316402240394
leaf_count=304 472 202 834 149 827 1122
internal_value=0 -0.00155726 0.000591524 -0.0021459 -0.00714057 -0.0139635
internal_weight=0 0.00738633 0.00634274 0.00533061 0.00403881 0.00245505
internal_count=3910 3438 3134 2932 2783 1949
is_linear=0
shrinkage=0.1


Tree=7544
num_leaves=8
num_cat=0
split_feature=50 160 42 49 52 42 3
split_gain=1.48527e-05 2.6228e-05 3.82007e-05 3.69104e-05 5.53509e-05 6.50335e-05 5.08371e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.047894999999999993 -0.072349999999999984 0.084100000000000022 0.092005000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.0002880316705697814 -0.00022732423209151505 -0.0003532526475672125 0.00029137348591344104 -0.00041876832625275948 0.00056354760036286138 -0.00033759092278545327 -1.8547572410853679e-05
leaf_weight=0.0012005660198070676 0.0010536059359438884 0.001146690382749214 0.001612118210373022 0.0011822347587776812 0.0010946689718254936 0.0010194319406058331 0.0012193957780431877
leaf_count=557 715 804 339 498 187 663 147
internal_value=0 1.95285e-05 -2.47844e-05 3.66811e-05 -5.42442e-05 7.50354e-05 0.000256813
internal_weight=0 0.00847511 0.00727454 0.00612785 0.00451573 0.0033335 0.00231406
internal_count=3910 3195 2638 1834 1495 997 334
is_linear=0
shrinkage=0.00196078


Tree=7545
num_leaves=6
num_cat=0
split_feature=50 133 52 43 1
split_gain=9.58313e-06 2.48575e-05 3.42763e-05 4.12961e-05 3.28824e-05
threshold=0.082310000000000008 0.087330000000000019 1.0000000180025095e-35 -0.019509999999999996 0.094890000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.011910191526977115 -0.0091207752649439516 -0.012817525260934423 0.015296090423455467 -0.018712956613145069 0.0016170027905672965
leaf_weight=0.0016573327860889961 0.0010339869187543189 0.0010971939814340735 0.0017818244802114457 0.001445322624282677 0.0017697854717347371
leaf_count=622 747 761 918 426 436
internal_value=0 0.00112834 0.00342781 -0.000912348 -0.00752215
internal_weight=0 0.00775146 0.00665427 0.00487244 0.00321511
internal_count=3910 3163 2402 1484 862
is_linear=0
shrinkage=0.1


Tree=7546
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 0 13
split_gain=2.36404e-05 2.57283e-05 7.96448e-05 5.46219e-05 3.32074e-05 4.4337e-05 2.40555e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.076695000000000013 -0.06402999999999999 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00040830809157884978 -0.00028624356121833677 -0.00014237829352836036 0.00053936342077651883 0.00034338827197345675 -0.00039078839856541633 0.00024795253420282094 8.1605105105931258e-06
leaf_weight=0.0010993407248901911 0.0010184925635412659 0.0013470681612144724 0.0012895300978506133 0.0011475503324823158 0.0013709497128400476 0.0013475165299292454 0.0010354672842737976
leaf_count=1630 304 114 591 421 198 207 445
internal_value=0 2.9608e-05 0.000191054 -4.13269e-05 -0.000132292 -3.05255e-05 -0.000206304
internal_weight=0 0.00863742 0.0026366 0.00600082 0.00485327 0.00348232 0.00213481
internal_count=3910 3606 705 2901 2480 2282 2075
is_linear=0
shrinkage=0.00196078


Tree=7547
num_leaves=7
num_cat=0
split_feature=52 13 2 48 2 0
split_gain=1.02598e-05 2.93023e-05 2.92784e-05 8.11745e-05 3.1146e-05 1.46272e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11230000000000001 0.083775000000000002 0.084235000000000018 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0030901722885960572 -0.0088756939285263188 0.0011935030316879685 -0.017543110714150812 0.021890304595073115 -0.018482074310059448 0.020179918409609501
leaf_weight=0.0010008869777957197 0.0011504807871382519 0.0018276684694986398 0.0010453389619244297 0.0013236555462576736 0.0014371892800775707 0.0010024285177731599
leaf_count=223 647 788 382 404 1283 183
internal_value=0 0.00125408 -0.00243957 0.00100126 -0.00746768 0.0116416
internal_weight=0 0.00763717 0.00563385 0.00458851 0.00326486 0.00200332
internal_count=3910 3263 2857 2475 2071 406
is_linear=0
shrinkage=0.1


Tree=7548
num_leaves=6
num_cat=0
split_feature=4 4 12 1 13
split_gain=9.32944e-06 1.99369e-05 2.42021e-05 6.0964e-05 2.16541e-05
threshold=0.27020000000000005 0.097045000000000006 0.080120000000000011 0.094485000000000013 -0.084184999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0047392603095870248 0.0074175370557935912 -0.012784253997908328 -0.016390808518622433 0.023401389381093891 0.0012686265191810162
leaf_weight=0.0018528033850511402 0.0014003443728140596 0.0012888024613095525 0.0011444825068577108 0.0013171154780795117 0.0017655002577226494
leaf_count=326 472 228 715 333 1836
internal_value=0 -0.00148658 0.000908268 0.00695331 -0.00567675
internal_weight=0 0.0073687 0.0060799 0.00316992 0.00290998
internal_count=3910 3438 3210 659 2551
is_linear=0
shrinkage=0.1


Tree=7549
num_leaves=7
num_cat=0
split_feature=51 484 49 15 3 3
split_gain=9.77926e-06 2.75356e-05 2.39654e-05 2.72242e-05 3.79573e-05 5.58306e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.014775000000000002 0.10856000000000002 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0099523723256326503 -0.0084148787180618849 0.016039049050013129 -0.015074863776632398 0.0087910471759018987 -0.024284285162961636 0.013842648180915915
leaf_weight=0.0014860311390543059 0.0012071694739204256 0.0010826055861467131 0.0015061375121314569 0.0011744971118976847 0.0011004029113000184 0.0011992765223911473
leaf_count=350 487 456 976 1199 140 302
internal_value=0 0.00127864 -0.00119257 -0.00451801 -0.00862526 -0.00225609
internal_weight=0 0.00754895 0.00646635 0.00498031 0.00380582 0.00270541
internal_count=3910 3423 2967 2617 1418 1278
is_linear=0
shrinkage=0.1


Tree=7550
num_leaves=7
num_cat=0
split_feature=160 2 1 43 0 2
split_gain=1.60814e-05 2.80855e-05 5.84842e-05 3.57913e-05 7.75673e-05 8.75233e-05
threshold=0.090735000000000024 0.10393500000000001 0.11198000000000001 -0.089949999999999988 -0.06402999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00015167109580931554 -0.0002371196587974736 -0.00037891984144156288 0.00018168308011704966 -0.00040951307509490574 0.00067303755584672263 0.00029609298275971375
leaf_weight=0.0015146869684767783 0.0010395689183204044 0.0016384834757915759 0.0012700441397496655 0.0010565015961711167 0.0010052361194694869 0.0018759259087480459
leaf_count=470 376 516 354 592 280 1322
internal_value=0 2.1471e-05 -0.000134126 0.000104473 0.000203003 4.18756e-05
internal_weight=0 0.00836088 0.00290853 0.00545235 0.00393766 0.00293243
internal_count=3910 3534 870 2664 2194 1914
is_linear=0
shrinkage=0.00196078


Tree=7551
num_leaves=7
num_cat=0
split_feature=1 42 133 3 2 2
split_gain=1.84288e-05 2.75762e-05 2.78358e-05 3.76189e-05 4.78554e-05 6.7903e-05
threshold=0.12864500000000004 0.091955000000000023 0.065880000000000008 -0.089604999999999976 0.089910000000000004 0.10679500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00018843228558503247 0.00022120539658429671 -0.00033695863800432444 0.00023970173390458908 -0.00043317415943807297 0.00036116399795476311 -0.00028972335288341805
leaf_weight=0.0016722619257582378 0.0011999738531775139 0.0010423856060331653 0.0015227450480360888 0.0015390337425833125 0.0011319566046599392 0.0013525075396325242
leaf_count=548 331 738 889 858 295 251
internal_value=0 -3.88371e-05 4.21307e-06 -5.87441e-05 -0.000161477 6.83003e-06
internal_weight=0 0.00826089 0.0072185 0.00569576 0.0040235 0.00248446
internal_count=3910 3579 2841 1952 1404 546
is_linear=0
shrinkage=0.00196078


Tree=7552
num_leaves=7
num_cat=0
split_feature=12 160 13 3 48 0
split_gain=2.17304e-05 2.83892e-05 3.37165e-05 3.6092e-05 6.44586e-05 6.514e-05
threshold=0.10673000000000001 0.090735000000000024 -0.094679999999999986 0.099570000000000006 0.083775000000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00029852587342123806 -0.00028334869866327822 -0.00028840204710429854 -0.00034270169253068026 -0.00027390319996810396 0.00049305528118350503 0.00020455005320739404
leaf_weight=0.0017738513319759371 0.0010072331188566213 0.0010091408732898393 0.0015948329156235614 0.0014879253082821717 0.0010903947123578365 0.0017580923995687923
leaf_count=428 367 348 1439 188 381 759
internal_value=0 2.08447e-05 6.13469e-05 -9.58596e-06 7.89254e-05 -5.57525e-05
internal_weight=0 0.00871424 0.0077051 0.00593125 0.00444332 0.00335293
internal_count=3910 3543 3195 2767 2579 2198
is_linear=0
shrinkage=0.00196078


Tree=7553
num_leaves=7
num_cat=0
split_feature=4 12 150 4 1 3
split_gain=1.75999e-05 3.62349e-05 4.18988e-05 4.08743e-05 4.33125e-05 3.6464e-05
threshold=0.27020000000000005 -0.036459999999999992 0.086420000000000011 -0.032604999999999995 0.081005000000000008 0.0066850000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.0003923845667567178 0.00018508448093382645 9.0697702289358465e-05 -0.00033158612709148586 5.5519564256462872e-05 -0.00040183955887158863 0.00051273150942106153
leaf_weight=0.0010046259324647403 0.0015336176926599625 0.001943768811233381 0.0011736697118561353 0.001597351304865709 0.0010611712810437049 0.0011559635738849147
leaf_count=294 472 1071 269 1017 671 116
internal_value=0 -4.43662e-05 6.07124e-06 7.48939e-05 -8.3238e-05 0.000247477
internal_weight=0 0.00793655 0.00693192 0.00575825 0.00300494 0.00275331
internal_count=3910 3438 3144 2875 1742 1133
is_linear=0
shrinkage=0.00196078


Tree=7554
num_leaves=8
num_cat=0
split_feature=52 12 160 0 47 13 16
split_gain=2.61307e-05 3.26344e-05 4.39163e-05 6.01011e-05 5.49021e-05 3.76279e-05 4.34675e-05
threshold=-0.24456499999999998 0.10129000000000001 0.087825000000000014 -0.061994999999999995 0.09252500000000001 -0.086679999999999993 -0.029944999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.00030804637004170959 -0.00017155546972198865 -0.00028785708695085394 -0.00029416169346212863 0.00046165547955098583 -0.00037508174024455173 0.00045731432998153597 -5.7709063188041184e-05
leaf_weight=0.0010125592761633688 0.0010991192774843957 0.0011159394069544942 0.0010802555266652726 0.0016054245103298125 0.0010410322565750215 0.0016414838942111797 0.0010225075944898219
leaf_count=449 569 434 332 335 216 1003 572
internal_value=0 2.49584e-05 7.15661e-05 0.000133205 2.34452e-05 0.000133694 0.000259635
internal_weight=0 0.00860576 0.00748982 0.00640957 0.00480414 0.00376311 0.00266399
internal_count=3910 3461 3027 2695 2360 2144 1575
is_linear=0
shrinkage=0.00196078


Tree=7555
num_leaves=8
num_cat=0
split_feature=4 4 4 15 1 2 4
split_gain=9.78667e-06 1.96269e-05 3.25479e-05 2.78663e-05 2.76037e-05 1.58263e-05 5.6882e-06
threshold=0.27020000000000005 -0.0010999999999999996 -0.06272999999999998 -0.017214999999999998 0.081005000000000008 0.086915000000000006 -0.39075499999999991
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=0.0095060638794159727 0.007555816379728103 -0.023244178991370039 0.017069309198660287 0.0053297537701827175 -0.015885156102987692 -0.005729255950277957 -0.0010819353809975879
leaf_weight=0.0010201635514648999 0.001408857960612026 0.0010158040236254548 0.0011743956973892774 0.0011047338827992713 0.0010260948771495821 0.0010482894354875692 0.0010094752945305225
leaf_count=73 472 216 970 178 627 486 888
internal_value=0 -0.00153772 0.00292 -0.00748841 -0.00251793 -0.0143489 0.00423994
internal_weight=0 0.00739896 0.00423013 0.00316883 0.00305573 0.00206409 0.00202964
internal_count=3910 3438 2558 880 1588 702 961
is_linear=0
shrinkage=0.1


Tree=7556
num_leaves=8
num_cat=0
split_feature=52 12 0 2 49 4 15
split_gain=1.81021e-05 3.05728e-05 3.73991e-05 5.01521e-05 4.15603e-05 3.56318e-05 2.82493e-05
threshold=-0.24456499999999998 0.10129000000000001 -0.061994999999999995 0.089910000000000004 1.0000000180025095e-35 -0.0010999999999999996 -0.090344999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.00025485336539783003 -2.7648615613585747e-05 -0.00028055633013479987 0.00031093916118569526 0.00054732236409360839 -0.00015661411702240868 -0.00050267711366743558 9.1014129217045043e-05
leaf_weight=0.0010157065445318024 0.0015199635646337912 0.0011193261946151473 0.0018267757516998171 0.001023638452786379 0.0010968398852213516 0.0010108449245533058 0.001063588902021251
leaf_count=449 1342 434 377 193 299 356 460
internal_value=0 2.18347e-05 6.67153e-05 -1.13515e-05 0.000152409 -0.000217383 0.000314801
internal_weight=0 0.00866098 0.00754165 0.00571488 0.00318407 0.00253081 0.00208723
internal_count=3910 3461 3027 2650 952 1698 653
is_linear=0
shrinkage=0.00196078


Tree=7557
num_leaves=7
num_cat=0
split_feature=47 13 0 42 15 4
split_gain=1.00516e-05 1.893e-05 2.23391e-05 2.60785e-05 5.38412e-05 3.13533e-05
threshold=0.10436500000000001 -0.13934999999999997 -1.0000000180025095e-35 0.085195000000000007 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.012180430768933961 0.0074072961320595203 -0.011294330407352997 0.014206661164412118 0.011119189432063782 -0.025542196603146744 0.010445952475948936
leaf_weight=0.0013745772127831219 0.001489655226015049 0.0011424378751939074 0.0010331789159464064 0.0011621053172465997 0.0010266206386464875 0.0015819192911241202
leaf_count=299 290 616 335 1289 736 345
internal_value=0 -0.00160416 0.000840718 -0.00197002 -0.00602525 0.00132933
internal_weight=0 0.00732084 0.00594626 0.00491308 0.00375098 0.00272436
internal_count=3910 3620 3321 2986 1697 961
is_linear=0
shrinkage=0.1


Tree=7558
num_leaves=8
num_cat=0
split_feature=3 3 39 3 0 2 0
split_gain=1.08278e-05 2.88153e-05 4.80837e-05 2.62807e-05 6.34076e-05 2.37756e-05 2.15258e-05
threshold=0.13772500000000001 0.11265500000000002 0.005105000000000001 -0.074234999999999982 -0.17106499999999999 0.090695000000000012 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.0012614861306875654 0.0085641872771522812 -0.017158276489238341 0.021021063490720908 0.0063927314820409718 -0.028345067809361371 -0.0079866806128324822 0.018888853093697075
leaf_weight=0.0010213458326007096 0.0012457306804001247 0.0010168005209006958 0.0010082430873625068 0.0010189559256749414 0.0010849383115419465 0.0012967093539798221 0.0011023242411745092
leaf_count=974 239 90 422 134 575 751 725
internal_value=0 -0.00149869 0.000938754 -0.0027265 -0.0115209 0.00268298 0.00919786
internal_weight=0 0.00754932 0.00653252 0.00552427 0.00210389 0.00342038 0.00212367
internal_count=3910 3671 3581 3159 709 2450 1699
is_linear=0
shrinkage=0.1


Tree=7559
num_leaves=7
num_cat=0
split_feature=52 13 2 48 2 0
split_gain=9.1962e-06 3.21633e-05 2.67722e-05 6.25133e-05 2.8977e-05 1.36426e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11230000000000001 0.083775000000000002 0.084235000000000018 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0038112278738309082 -0.0084210972248133197 0.0015352501080953163 -0.017150680222010585 0.018971816725452756 -0.017449537741649725 0.020312743857049387
leaf_weight=0.0010015967545195033 0.0011456031231587265 0.0018256729102342413 0.0010426908762073339 0.0013192434150431087 0.0014366188602851853 0.0010024633241585376
leaf_count=223 647 788 382 404 1283 183
internal_value=0 0.00118771 -0.00268835 0.000603067 -0.0068251 0.0120656
internal_weight=0 0.00762829 0.00562423 0.00458154 0.00326229 0.00200406
internal_count=3910 3263 2857 2475 2071 406
is_linear=0
shrinkage=0.1


Tree=7560
num_leaves=7
num_cat=0
split_feature=4 39 2 4 15 1
split_gain=9.09121e-06 2.17904e-05 3.35146e-05 6.50599e-05 5.68554e-05 8.86583e-08
threshold=0.27020000000000005 0.083240000000000022 0.106285 -0.08422499999999998 -0.0063699999999999989 0.092730000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.022715911414786804 0.0073159950651666226 -0.014786489618732968 0.013830826159220648 -0.0080838044952481099 0.018175374703717252 -0.006753641630255925
leaf_weight=0.0012708918891361849 0.0014032219987839137 0.0010525512471229251 0.0014954826246311032 0.0010015181991487167 0.0015309486611807198 0.0010028143699952342
leaf_count=614 472 269 488 878 973 216
internal_value=0 -0.00146751 0.000757124 -0.00331087 0.00366501 -0.00741829
internal_weight=0 0.00735421 0.00630166 0.00480617 0.00353528 0.00200433
internal_count=3910 3438 3169 2681 2067 1094
is_linear=0
shrinkage=0.1


Tree=7561
num_leaves=8
num_cat=0
split_feature=160 50 133 52 12 4 1
split_gain=1.88971e-05 3.75698e-05 5.33743e-05 4.9164e-05 6.64315e-05 4.10184e-05 9.16142e-05
threshold=0.090735000000000024 0.086465000000000014 0.087035000000000015 1.0000000180025095e-35 0.095920000000000019 -0.0031049999999999997 0.10688500000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00042017670677789481 -0.00025483850096924722 -0.00033272277771514259 -0.00034851111668629032 0.00041219973552562286 0.00047511154077501381 0.00039330623882068957 -0.00034358172249769576
leaf_weight=0.0010489015019174933 0.0010571109109784897 0.0010048831417063617 0.0010079234583775997 0.0017966217947958914 0.0010110855903334411 0.0013499005563000735 0.0012486961422972028
leaf_count=548 376 664 687 859 267 276 233
internal_value=0 2.32046e-05 7.11289e-05 0.000136652 3.03847e-05 -9.28935e-05 3.92116e-05
internal_weight=0 0.00846801 0.00746313 0.00645521 0.00465858 0.0036475 0.0025986
internal_count=3910 3534 2870 2183 1324 1057 509
is_linear=0
shrinkage=0.00196078


Tree=7562
num_leaves=8
num_cat=0
split_feature=160 50 133 0 0 2 13
split_gain=2.03363e-05 3.43139e-05 6.05483e-05 4.24223e-05 3.56604e-05 4.06194e-05 1.5277e-05
threshold=0.090735000000000024 0.086465000000000014 0.087425000000000017 -0.070894999999999986 -0.10575999999999998 0.09116500000000001 0.043015000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=0.00040891216793613997 -0.00026311670730450157 -0.00031291951691831055 -0.00037508584210994524 0.00020673023416261469 -0.00025356855793713564 -4.1585813792283739e-05 0.00054138842598211272
leaf_weight=0.0012970157583184247 0.0010392244986024571 0.0010043342058906326 0.0010041914010703529 0.0010640202392073338 0.0012111911174639955 0.0018919741494080012 0.0010341541049236698
leaf_count=170 376 664 668 379 1110 316 227
internal_value=0 2.74456e-05 7.30089e-05 0.000142253 3.28546e-05 0.000141639 0.000371678
internal_weight=0 0.00850688 0.00750255 0.00649836 0.00440018 0.00318899 0.00209817
internal_count=3910 3534 2870 2202 1596 486 606
is_linear=0
shrinkage=0.00196078


Tree=7563
num_leaves=7
num_cat=0
split_feature=48 12 1 1 48 13
split_gain=9.00566e-06 2.36386e-05 4.61278e-05 3.73648e-05 2.74873e-05 3.71989e-05
threshold=0.11379500000000002 -0.023959999999999995 0.11198000000000001 0.09112000000000002 0.083775000000000002 -0.09547499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.012726384535943984 -0.0088345554377541047 0.014039150038588598 0.01980802274208825 -0.0149767706783359 0.018405425991052129 -0.0093565318223869862
leaf_weight=0.0010650704591657709 0.0010326626748520416 0.0010725055415080598 0.0013522624416433069 0.0013886386653777522 0.0010016629326530762 0.00185515125237278
leaf_count=467 191 177 302 545 315 1913
internal_value=0 0.0011078 0.00331678 -0.000876653 0.00410639 -0.000785856
internal_weight=0 0.00773529 0.00667022 0.00531796 0.00392932 0.00292766
internal_count=3910 3719 3252 2950 2405 2090
is_linear=0
shrinkage=0.1


Tree=7564
num_leaves=8
num_cat=0
split_feature=11 160 12 3 1 16 4
split_gain=3.6353e-05 3.65615e-05 4.41405e-05 0.000152303 5.05121e-05 4.77907e-05 5.70316e-05
threshold=0.077330000000000024 0.090735000000000024 0.086935000000000012 -0.015794999999999997 0.08844500000000001 -0.029944999999999996 0.053925000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 5 -6 -7 -8
leaf_value=0.0007664278395052589 -0.00036634187373218405 -0.00031134929551316655 -0.00035053513654772649 0.00048372708328451951 0.00018500446469171014 -0.00025495880617745656 -0.00013259709720217725
leaf_weight=0.0012724096826709141 0.0010155029831584077 0.0010977859066784697 0.0016424594718811077 0.0011500902103657 0.0011521008405572337 0.0017538493068468683 0.0011589047768899375
leaf_count=837 279 364 1171 144 514 335 266
internal_value=0 2.45267e-05 6.98807e-05 0.000174446 -0.000129751 -1.09522e-05 0.000174389
internal_weight=0 0.0092276 0.00812981 0.00533525 0.00279456 0.00406284 0.00230899
internal_count=3910 3631 3267 1582 1685 745 410
is_linear=0
shrinkage=0.00196078


Tree=7565
num_leaves=7
num_cat=0
split_feature=160 133 43 43 15 2
split_gain=9.3343e-06 3.13329e-05 3.62312e-05 5.62621e-05 2.20638e-05 4.88654e-05
threshold=0.087825000000000014 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 -0.10192499999999999 0.086245000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.00074441641621225132 -0.0083600085962447137 -0.01485404883052931 -0.011378762528117554 0.030713197138081329 0.018650364264892794 -0.0081512596545588439
leaf_weight=0.0012175670860675883 0.001176034572725043 0.0010465526557002997 0.0015096722476662739 0.0010665901310697868 0.0012160665152905073 0.0015439531929137265
leaf_count=247 427 829 369 723 584 731
internal_value=0 0.00121351 0.00377927 0.0139448 -0.00165897 0.00365755
internal_weight=0 0.0076004 0.00655385 0.00228416 0.00426969 0.00276002
internal_count=3910 3483 2654 970 1684 1315
is_linear=0
shrinkage=0.1


Tree=7566
num_leaves=7
num_cat=0
split_feature=11 160 13 3 15 0
split_gain=2.27817e-05 2.21773e-05 3.06643e-05 3.45946e-05 6.10809e-05 8.86195e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.099570000000000006 -0.09547499999999999 -0.07773999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.00029992873954351787 -0.00028591567972750131 -0.00024779222506273775 0.00047151797382281836 -0.00026485075821007357 -0.00042119642664883929 0.00023227078263551238
leaf_weight=0.001636647350460871 0.0010070336338223887 0.0010031034598735446 0.0011501514490288552 0.0014626211540240824 0.0014217224282990644 0.0018183838672079177
leaf_count=346 304 362 443 188 1437 830
internal_value=0 2.59979e-05 6.26677e-05 -3.67788e-06 8.33323e-05 -5.44633e-05
internal_weight=0 0.00849263 0.00748953 0.00585288 0.00439026 0.00324011
internal_count=3910 3606 3244 2898 2710 2267
is_linear=0
shrinkage=0.00196078


Tree=7567
num_leaves=7
num_cat=0
split_feature=4 42 15 3 15 52
split_gain=9.38571e-06 1.82049e-05 3.58656e-05 4.33004e-05 2.6639e-05 3.84419e-05
threshold=0.27608500000000008 0.086700000000000013 0.084050000000000014 -0.08348499999999999 -0.017214999999999998 -0.0025949999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.022907795451469634 0.0077855128553700574 -0.010950936633375727 -0.016049073013178167 -0.020471420336830394 0.0094983656084498061 0.0058459184141367096
leaf_weight=0.0010281295246716794 0.0012972850943288429 0.001582667977073138 0.0010075054968615221 0.001110909281531419 0.0016346994559101637 0.0011092336639125103
leaf_count=622 441 1261 705 372 230 279
internal_value=0 -0.00142905 0.00112932 0.00467374 -0.000189483 -0.00732268
internal_weight=0 0.00747315 0.00589048 0.00488297 0.00385484 0.00222014
internal_count=3910 3469 2208 1503 881 651
is_linear=0
shrinkage=0.1


Tree=7568
num_leaves=8
num_cat=0
split_feature=11 2 1 150 0 16 47
split_gain=2.74279e-05 2.51619e-05 2.91358e-05 2.81786e-05 5.41422e-05 6.16496e-05 2.00853e-05
threshold=1.0000000180025095e-35 0.089910000000000004 0.090355000000000005 0.083435000000000023 -0.11756999999999999 0.15100500000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -4
right_child=-2 3 6 -5 5 -7 -8
leaf_value=-0.00030117816626743351 -0.00031379148592221084 -0.00026219238545818172 0.00024785518665609515 0.0003826950218905444 0.00053979778750806338 -8.1117057513628831e-05 -0.00014199765999598645
leaf_weight=0.0015685220130429289 0.0010266426802488645 0.0014768813647668489 0.0010245980246419996 0.0011572932845703302 0.0011663503902351225 0.0013000521654285284 0.0010078780531553306
leaf_count=1348 304 244 500 238 781 323 172
internal_value=0 2.50795e-05 -0.000100408 0.000113673 3.47198e-05 0.000212511 5.45323e-05
internal_weight=0 0.00870158 0.003601 0.00510058 0.00394328 0.0024664 0.00203248
internal_count=3910 3606 2020 1586 1348 1104 672
is_linear=0
shrinkage=0.00196078


Tree=7569
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 1 3
split_gain=2.05052e-05 5.49409e-05 0.00011271 3.77921e-05 7.80288e-05 4.99603e-05 4.10751e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 -0.072804999999999981 0.10113500000000002 -0.015794999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
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leaf_weight=0.0010277236823265272 0.0012722880264879549 0.0010030393129581566 0.0012653482389679326 0.0012566349283764547 0.0011881314747717853 0.0011182609070780115 0.0015786740774222593
leaf_count=563 828 860 330 445 509 233 142
internal_value=0 -3.79711e-05 2.66597e-05 0.000122341 0.000197047 0.000457765 -2.6741e-05
internal_weight=0 0.00868238 0.00741009 0.00640705 0.0051417 0.0023749 0.00276681
internal_count=3910 3347 2519 1659 1329 678 651
is_linear=0
shrinkage=0.00196078


Tree=7570
num_leaves=7
num_cat=0
split_feature=52 13 3 4 13 0
split_gain=8.31861e-06 2.71694e-05 2.95966e-05 3.58715e-05 6.10845e-05 3.15192e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.016619999999999996 0.074650000000000008 -0.032264999999999995 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.016470360341107687 -0.0079911317012892977 -0.017504039772263894 -0.0011626307235883457 0.019792620670697914 0.012847471786721408 -0.023135231362001064
leaf_weight=0.0010020073100812099 0.0011528308829257703 0.0012697177353581078 0.0018681842183334229 0.0011038722994337106 0.0013878819320848387 0.0010035402326461125
leaf_count=169 647 1282 242 279 936 355
internal_value=0 0.00112222 -0.00119626 0.00464023 -0.00165353 -0.00884108
internal_weight=0 0.0076352 0.0066332 0.00376147 0.0026576 0.00287172
internal_count=3910 3263 3094 2497 2218 597
is_linear=0
shrinkage=0.1


Tree=7571
num_leaves=8
num_cat=0
split_feature=376 15 43 0 2 15 150
split_gain=2.97799e-05 3.1312e-05 5.34179e-05 5.65711e-05 4.93972e-05 4.13945e-05 1.47059e-05
threshold=0.048375000000000008 -0.11739999999999999 -0.17307499999999998 -0.082994999999999985 0.097360000000000016 -0.0063699999999999989 0.083205000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00028767847605972748 0.00030896920865364046 0.00039295834065485301 -0.00026850079612963489 -0.00061483775038562421 -2.1248982664913644e-05 0.00030785901487543423 6.1734488527448667e-05
leaf_weight=0.001664961997816277 0.0010158709863042651 0.0011752145138018881 0.0010495706922213099 0.0010777351562911469 0.0010782751696629457 0.0016924793019800089 0.0010245176667067267
leaf_count=533 206 222 501 985 533 658 272
internal_value=0 -4.56735e-05 1.10948e-05 -6.46783e-05 -0.000317969 8.03072e-05 -0.000105378
internal_weight=0 0.00876275 0.00709779 0.00592258 0.00215601 0.00376657 0.00207409
internal_count=3910 3704 3171 2949 1518 1431 773
is_linear=0
shrinkage=0.00196078


Tree=7572
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 1
split_gain=9.29306e-06 2.4809e-05 1.69228e-05 4.37858e-05 5.19063e-05 3.52824e-05
threshold=0.076710000000000014 -0.070894999999999986 -1.0000000180025095e-35 0.09252500000000001 -0.0040999999999999986 0.10723500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.016593803147349425 0.013573318767445657 0.0026684207969840685 -0.011156430711840196 -0.016722281043478626 0.026601760837992278 0.0023329332966008955
leaf_weight=0.0010929127482103029 0.0010670188748683439 0.0017224439957208662 0.0012788552689945356 0.0012223454482731162 0.001133831829701772 0.0012700784040438077
leaf_count=1642 450 366 785 263 189 215
internal_value=0 -0.00480911 0.00216004 -0.000322711 0.00512046 0.0137796
internal_weight=0 0.00281536 0.00597213 0.00490511 0.00368277 0.00240391
internal_count=3910 2008 1902 1452 1189 404
is_linear=0
shrinkage=0.1


Tree=7573
num_leaves=7
num_cat=0
split_feature=1 12 2 3 3 16
split_gain=9.4485e-06 1.99238e-05 3.25571e-05 4.73385e-05 4.55075e-05 3.18972e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.013944999999999997 -0.075954999999999981 -0.088734999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.023322207277762484 0.0085729999625182279 -0.012943603340287688 0.01790471233056434 0.0081329455461284211 0.0055575631709276086 -0.015061797313834419
leaf_weight=0.0011004195064732232 0.0011065380977124612 0.0012352967038682496 0.0018739606204585309 0.0011965061929943583 0.0010822365163406125 0.0011752376133581151
leaf_count=1062 331 522 1252 191 296 256
internal_value=0 -0.00131219 0.000922948 0.00602554 -0.00900262 -0.00336043
internal_weight=0 0.00766366 0.00642836 0.0042457 0.00218266 0.00237174
internal_count=3910 3579 3057 1699 1358 447
is_linear=0
shrinkage=0.1


Tree=7574
num_leaves=7
num_cat=0
split_feature=151 48 51 1 2 12
split_gain=9.49215e-06 2.34542e-05 2.63796e-05 3.95582e-05 4.50988e-05 5.05789e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.11198000000000001 0.10393500000000001 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0092163111380144051 -0.0059572930792143285 0.013170724625400979 -0.015980061818698928 0.017299628511855337 -0.019290048749227795 0.021718423639329975
leaf_weight=0.0010023336143098836 0.0019251222505156946 0.0013375168229792364 0.0010381965017729504 0.0012157124161104619 0.0012284621002220907 0.0010051176005748752
leaf_count=423 1243 348 468 386 405 637
internal_value=0 0.00112527 -0.00138713 0.00143185 -0.00320678 0.00353591
internal_weight=0 0.00775013 0.00641261 0.00537441 0.0041587 0.00293024
internal_count=3910 3487 3139 2671 2285 1880
is_linear=0
shrinkage=0.1


Tree=7575
num_leaves=8
num_cat=0
split_feature=157 160 133 160 43 2 1
split_gain=3.50491e-05 4.93316e-05 9.54189e-05 4.96134e-05 9.21306e-05 0.000139886 9.38135e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.090735000000000024 -0.089949999999999988 0.106035 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00033252373646642966 -0.00039650953967288258 -0.00054802940445308464 -0.00022753952966827361 -0.00030367977503849617 0.0010855540281179161 -0.00011086164269448175 0.00029525625756074122
leaf_weight=0.0010304135144208705 0.0013384539073878219 0.0010150341598470416 0.0016021968484802498 0.0010038520341980233 0.0010129751606706844 0.0016392937017548122 0.0013432823832034771
leaf_count=517 856 847 348 280 293 354 415
internal_value=0 -4.93433e-05 1.16634e-05 9.77194e-05 0.000169703 0.000328995 0.000635012
internal_weight=0 0.00895509 0.00761663 0.0066016 0.00559775 0.00399555 0.00235626
internal_count=3910 3393 2537 1690 1410 1062 708
is_linear=0
shrinkage=0.00196078


Tree=7576
num_leaves=7
num_cat=0
split_feature=4 2 13 2 4 0
split_gain=1.02156e-05 2.89185e-05 5.49577e-05 7.23985e-05 1.93799e-05 2.71189e-05
threshold=-0.0010999999999999996 0.084235000000000018 0.0015650000000000002 0.098195000000000018 0.24280000000000004 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.017390708463145523 -0.00068888128749686661 -0.030036637991630234 0.017262588636643195 0.0073999676858663615 0.0042618074234667454 -0.021494623173217597
leaf_weight=0.0011035951849156138 0.0015764216970155683 0.0010101852031242414 0.0010430654167395597 0.00105720020452033 0.0019252655031868097 0.0010396308189898982
leaf_count=790 245 1031 416 321 549 558
internal_value=0 0.00348335 -0.00145101 -0.0108927 -0.00335306 -0.00895717
internal_weight=0 0.00421405 0.00311045 0.00206739 0.00454132 0.00261605
internal_count=3910 2558 1768 1352 1352 803
is_linear=0
shrinkage=0.1


Tree=7577
num_leaves=8
num_cat=0
split_feature=11 16 2 43 16 1 4
split_gain=3.15528e-05 3.29767e-05 5.08619e-05 6.44644e-05 6.97424e-05 2.87537e-05 2.1287e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.078844999999999985 0.094485000000000013 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00027929908347777596 -0.00033132090507004269 0.00039145812313431895 0.00054643278908587305 -0.0004576946281252503 -0.00026186632880056314 0.00015122554301093339 0.00014361588146812911
leaf_weight=0.0011426306795201688 0.0010321895809182859 0.0017340723773867153 0.0010072587417532554 0.0010445659909673099 0.0017566010361233313 0.0010263366954966799 0.0010102690993692989
leaf_count=371 304 752 288 462 1129 307 297
internal_value=0 3.122e-05 7.8034e-05 -1.87109e-05 8.28049e-05 -0.00010952 0.000344724
internal_weight=0 0.00872173 0.0075791 0.00556158 0.00451701 0.00278294 0.00201753
internal_count=3910 3606 3235 2650 2188 1436 585
is_linear=0
shrinkage=0.00196078


Tree=7578
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 4
split_gain=1.9295e-05 2.61887e-05 4.57255e-05 6.40411e-05 2.55347e-05 3.07556e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.083514999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00025246946049390777 -0.00026123203491903822 0.00036920470733106127 0.00032464816843911717 -0.00038748207739340036 0.00016878191269616949 -0.00023973976425763406
leaf_weight=0.0011259103567092645 0.0010057469016807154 0.0010189098632783331 0.0019655133007288883 0.0013888359904715829 0.0018185572061669029 0.0011607645664722412
leaf_count=371 304 735 585 316 1283 316
internal_value=0 2.60114e-05 6.86556e-05 -2.47453e-05 0.000101256 9.61901e-06
internal_weight=0 0.00847849 0.00735258 0.00538707 0.00399823 0.00297932
internal_count=3910 3606 3235 2650 2334 1599
is_linear=0
shrinkage=0.00196078


Tree=7579
num_leaves=8
num_cat=0
split_feature=11 16 2 43 16 15 13
split_gain=4.54231e-05 3.38912e-05 4.5168e-05 6.77793e-05 7.36987e-05 3.90504e-05 3.62341e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.021529999999999997 -0.003375
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -6
right_child=-2 2 5 -5 6 -7 -8
leaf_value=-0.00026726371830892249 -0.00039029297933472273 0.00044481064598786147 6.7878078231991458e-05 -0.00044124119434861976 0.00017239812124060725 0.00060902036926191981 -0.00026308882389764306
leaf_weight=0.0011810040823778791 0.0010434405937681584 0.0015899268938059635 0.0010241030126960054 0.0010859646283927242 0.0012812296021931294 0.0010266968272654308 0.0017215801613800895
leaf_count=371 304 552 390 462 1149 195 487
internal_value=0 4.21021e-05 8.93707e-05 -7.04887e-07 0.000103461 0.000338791 -7.72766e-05
internal_weight=0 0.00891051 0.0077295 0.0056787 0.00459274 0.0020508 0.00300281
internal_count=3910 3606 3235 2650 2188 585 1636
is_linear=0
shrinkage=0.00196078


Tree=7580
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 13 1
split_gain=2.02969e-05 6.0524e-05 3.17939e-05 3.94167e-05 3.81094e-05 5.29062e-05 3.28218e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.10462499999999998 -0.077944999999999987 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00025537340989436404 -0.00044701271530818795 -0.00024658423072708695 -0.00025692207395813251 -0.0002400895818451005 9.5189872372140928e-05 0.00068616862846862482 0.00020958228151092794
leaf_weight=0.0010081255271944178 0.0011981257910373714 0.0013122255976600796 0.0010908222596277565 0.0011165863833653353 0.0013861755018377835 0.0010044009084505278 0.0012378341867834866
leaf_count=587 813 875 137 586 432 273 207
internal_value=0 -3.91703e-05 2.91905e-05 9.12004e-05 0.000169585 0.00034349 -8.9443e-06
internal_weight=0 0.00834617 0.00714804 0.00583582 0.00471923 0.00239058 0.00232866
internal_count=3910 3323 2510 1635 1049 705 344
is_linear=0
shrinkage=0.00196078


Tree=7581
num_leaves=6
num_cat=0
split_feature=42 43 2 15 0
split_gain=9.86253e-06 1.94166e-05 2.25644e-05 2.8337e-05 5.70258e-05
threshold=0.091955000000000023 0.070805000000000021 0.10796500000000002 -0.09547499999999999 -0.084304999999999977
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.014740125505795426 -0.008512114417870335 0.012921625292224749 -0.0098482835962093451 -0.021049194636422436 0.0076932917895836854
leaf_weight=0.0014080571138721599 0.001196267176876124 0.0012013220064645896 0.0019667442073591623 0.0010657672506946799 0.0019592279138459122
leaf_count=384 843 311 494 887 991
internal_value=0 0.00125617 -0.000933584 0.00302146 -0.00243327
internal_weight=0 0.00760112 0.0063998 0.00443305 0.003025
internal_count=3910 3067 2756 2262 1878
is_linear=0
shrinkage=0.1


Tree=7582
num_leaves=6
num_cat=0
split_feature=1 4 47 48 0
split_gain=8.52562e-06 1.9175e-05 1.52466e-05 2.84396e-05 4.10311e-05
threshold=0.076710000000000014 -0.083329999999999987 0.087850000000000025 0.086215000000000014 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0023650417170569924 0.021520580494161931 -0.014394937597451033 -0.0050395944698840983 -0.0081450395817170475 -0.0024733770038108897
leaf_weight=0.0016407022978356719 0.001602331944556697 0.0011690171833188823 0.0020039844649800626 0.0010846455319888015 0.0012836707253767662
leaf_count=454 330 1554 377 249 946
internal_value=0 -0.00460815 0.00207115 0.00565994 0.0108483
internal_weight=0 0.00280972 0.00597463 0.00397065 0.002886
internal_count=3910 2008 1902 1525 1276
is_linear=0
shrinkage=0.1


Tree=7583
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 0
split_gain=3.15775e-05 3.61259e-05 4.87538e-05 6.77302e-05 5.80097e-05 8.19679e-05 3.58132e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00029290145709221101 -0.00033448400888976779 0.00021064417212991377 0.00034393261728538993 -0.00046106779854057411 -0.00031942081432250315 0.00060995032797568204 -0.00029028785222137606
leaf_weight=0.001151484668301144 0.0010175511345443524 0.0012132737796789407 0.0019829543430731371 0.0010561765126919686 0.0010245979519728061 0.0012634703680640463 0.0010017710947340577
leaf_count=371 304 155 585 462 237 836 960
internal_value=0 3.05859e-05 7.99732e-05 -1.41791e-05 9.06358e-05 0.000211418 -1.59062e-05
internal_weight=0 0.00869373 0.00754224 0.00555929 0.00450311 0.00347852 0.00221504
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=7584
num_leaves=7
num_cat=0
split_feature=11 160 48 2 3 12
split_gain=3.02674e-05 2.40277e-05 2.97056e-05 3.35454e-05 5.51058e-05 3.83671e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.016865000000000002 0.11260500000000001 0.090325000000000003 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00015415239052436701 -0.00041663681527703806 -0.00034282793926118709 0.00018601340162474446 0.00022869969749727954 -0.00055614713065937373 -0.00025726730443370111
leaf_weight=0.0017827890429990027 0.0010221565441657669 0.0010148403906529288 0.0019622371088656478 0.0010101294343049551 0.0010671832033596809 0.001704801932167219
leaf_count=810 304 362 612 387 147 1288
internal_value=0 -5.96087e-05 -2.14239e-05 -9.45682e-05 -0.000166261 -4.69575e-05
internal_weight=0 0.00854198 0.00752714 0.0055649 0.00455477 0.00348759
internal_count=3910 3606 3244 2632 2245 2098
is_linear=0
shrinkage=0.00196078


Tree=7585
num_leaves=8
num_cat=0
split_feature=11 3 15 3 3 1 2
split_gain=5.14426e-05 3.52913e-05 3.17259e-05 8.16598e-05 4.35632e-05 3.47243e-05 2.59675e-05
threshold=0.077330000000000024 -0.10628499999999998 0.085120000000000015 -0.050194999999999997 0.076695000000000013 0.11507500000000002 0.10946500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00034458409064536062 -0.00043130574360348808 -0.00051742918524851241 0.00026731428329323441 0.00034055443201257423 -9.4407741853038614e-05 -0.00037349297308178535 0.00029164816523674436
leaf_weight=0.0012235802751673066 0.0010116654535974731 0.0012598358201876721 0.0012938646682581377 0.001359728707165159 0.0018751225352067529 0.0010419716169635072 0.0010421750225912407
leaf_count=247 279 1346 1078 467 215 189 89
internal_value=0 3.47872e-05 -1.33617e-05 -6.85624e-05 3.77543e-05 -6.62361e-05 4.35068e-05
internal_weight=0 0.00909628 0.0078727 0.00657883 0.005319 0.00395927 0.0029173
internal_count=3910 3631 3384 2306 960 493 304
is_linear=0
shrinkage=0.00196078


Tree=7586
num_leaves=8
num_cat=0
split_feature=50 133 52 4 3 47 48
split_gain=1.44228e-05 2.61091e-05 3.9276e-05 4.89865e-05 4.34019e-05 4.30973e-05 2.209e-05
threshold=0.086465000000000014 0.087615000000000012 0.067395000000000024 -0.06272999999999998 -0.074234999999999982 0.082930000000000018 0.084500000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00040700376065390181 -0.00022207445551322843 -0.00025297879787187686 0.00032179089415606426 0.00036781395575379846 0.0003196193368621065 -0.00036293494793045931 -9.0347696710058102e-05
leaf_weight=0.0010128697888626935 0.0010722387205051595 0.0011643290157277277 0.001722210092004843 0.0013277271331298261 0.0010180768840628008 0.0011230682828821184 0.001003265712007645
leaf_count=430 715 744 808 590 319 104 200
internal_value=0 1.94599e-05 6.34725e-05 -1.76356e-05 7.05502e-05 -5.49694e-05 0.000116138
internal_weight=0 0.00837155 0.00720722 0.00548501 0.00447214 0.00314441 0.00202134
internal_count=3910 3195 2451 1643 1213 623 519
is_linear=0
shrinkage=0.00196078


Tree=7587
num_leaves=6
num_cat=0
split_feature=52 13 1 1 16
split_gain=8.54877e-06 2.37757e-05 2.87188e-05 2.57114e-05 2.80048e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.090355000000000005 -0.083564999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.015328276139047199 -0.0081651643824889111 0.0080569703364012195 -0.012301738684579715 0.012447026086796846 -0.010814317221881205
leaf_weight=0.0010119814011125272 0.0011596897760699611 0.0013916545614226701 0.0017087416847694006 0.0017579999508049128 0.0018080265991439726
leaf_count=169 647 694 413 602 1385
internal_value=0 0.00104621 -0.00112184 0.00273148 -0.00260653
internal_weight=0 0.0076784 0.00666642 0.00495768 0.00319968
internal_count=3910 3263 3094 2681 2079
is_linear=0
shrinkage=0.1


Tree=7588
num_leaves=7
num_cat=0
split_feature=1 42 133 15 15 48
split_gain=9.38818e-06 1.84017e-05 2.54623e-05 2.27237e-05 4.32306e-05 1.94481e-05
threshold=0.12730000000000002 0.088915000000000008 0.065880000000000008 1.0000000180025095e-35 -0.07142999999999998 0.086125000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00085465292675373594 0.0083096233371421201 -0.011999315516113038 0.013310612170008186 -0.015095604681099493 0.014551594241424257 -0.017155653052261948
leaf_weight=0.0013673902502107558 0.0011429743465874425 0.0013510101187078592 0.0013036304863715117 0.0010973862400641479 0.0014970657068127209 0.0010677328242531801
leaf_count=319 345 1025 793 726 445 257
internal_value=0 -0.00140406 0.000856137 -0.00237197 0.00117891 -0.00704236
internal_weight=0 0.00768422 0.00633321 0.00502958 0.00393219 0.00243512
internal_count=3910 3565 2540 1747 1021 576
is_linear=0
shrinkage=0.1


Tree=7589
num_leaves=6
num_cat=0
split_feature=4 4 1 2 3
split_gain=1.04058e-05 2.85147e-05 3.01677e-05 3.49358e-05 3.394e-05
threshold=-0.34687499999999999 -0.083329999999999987 0.085110000000000005 1.0000000180025095e-35 0.11265500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0078391457805628752 0.016006094778407597 -0.014659862205893714 -0.0078744064151948043 0.018824267865511515 -0.0029306285307637786
leaf_weight=0.0014613776209048222 0.0011309707141378992 0.0013221619178296002 0.0019839973338947304 0.0016428258727879366 0.001272682151379578
leaf_count=291 568 1623 830 394 204
internal_value=0 0.00139979 -0.00125534 0.00236196 0.00932779
internal_weight=0 0.00735264 0.00622167 0.00489951 0.00291551
internal_count=3910 3619 3051 1428 598
is_linear=0
shrinkage=0.1


Tree=7590
num_leaves=7
num_cat=0
split_feature=43 42 0 4 15 47
split_gain=9.38417e-06 2.60953e-05 3.25725e-05 2.47291e-05 2.99719e-05 3.62159e-05
threshold=-0.049504999999999987 -1.0000000180025095e-35 -0.072864999999999985 -0.23071499999999998 -0.038029999999999987 0.077735000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=-0.0088605271094898425 -0.01592174775136564 -0.0020846348248738608 0.02287737004038139 0.0032806905204720983 0.01017895041566755 -0.020614974167427802
leaf_weight=0.0010142976218527775 0.0011101286982927892 0.0010219069398038425 0.001070196559251416 0.0015996457603809355 0.0019337880451089601 0.0010509438686666689
leaf_count=510 234 938 376 520 1114 218
internal_value=0 0.00430265 0.0106845 -0.00253024 0.000712571 -0.00619381
internal_weight=0 0.0031064 0.0020921 0.00569451 0.00458438 0.00265059
internal_count=3910 1824 1314 2086 1852 738
is_linear=0
shrinkage=0.1


Tree=7591
num_leaves=7
num_cat=0
split_feature=47 13 51 12 3 1
split_gain=1.06953e-05 2.27551e-05 1.94812e-05 3.25508e-05 2.18738e-05 2.05257e-05
threshold=0.10436500000000001 -0.13934999999999997 0.085845000000000019 0.086935000000000012 -0.016619999999999996 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.013278292363504508 0.0076349363579498002 0.020427921038100632 -0.011426829901356458 -0.0077744125179953745 -0.0068329576613864757 0.013078177668252181
leaf_weight=0.0013732825525628383 0.0014832363667744092 0.00116671746891467 0.0010392074663505739 0.0016517039101522713 0.0010164672163565196 0.0010551900234790118
leaf_count=299 290 850 412 1579 205 275
internal_value=0 -0.00167922 0.00100724 0.00364965 0.00947639 0.0033087
internal_weight=0 0.00730257 0.00592929 0.00489008 0.00323837 0.00207166
internal_count=3910 3620 3321 2909 1330 480
is_linear=0
shrinkage=0.1


Tree=7592
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.06372e-05 2.97728e-05 5.5465e-05 7.48e-05 6.87424e-05 3.41288e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00027715716230346211 -0.00027700325127156877 0.00041480079868764288 0.00035054434751712082 -0.00050667672536373269 0.0001467219705426998 -0.0002874411195535469
leaf_weight=0.0011252005033313478 0.0010076694705596833 0.0015100758306045366 0.0019319127223014869 0.0010486705732810839 0.001211594325649932 0.0016361053202739839
leaf_count=371 304 552 585 462 1149 487
internal_value=0 1.98369e-05 6.53754e-05 -3.65254e-05 7.66135e-05 -0.00010272
internal_weight=0 0.00846356 0.00733836 0.00540645 0.00435778 0.0028477
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=7593
num_leaves=8
num_cat=0
split_feature=11 0 48 4 1 52 52
split_gain=3.28275e-05 3.06224e-05 7.76705e-05 4.86615e-05 7.41871e-05 5.15835e-05 3.64715e-05
threshold=1.0000000180025095e-35 -0.15007499999999999 0.086065000000000016 -0.076854999999999993 0.094485000000000013 0.084240000000000023 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00040825156560564673 -0.00033263644842748891 0.00048253535346110926 0.0005637442926689194 -0.00056179431613590219 7.9072375226763009e-05 -8.8231401129062478e-05 7.3835314198694569e-05
leaf_weight=0.0011523596193857011 0.0010578110599073773 0.0012658872018361492 0.0011550138723499378 0.0011263480778258049 0.0018111861838242069 0.0011727474477834818 0.0012663778586353477
leaf_count=93 304 527 519 1200 568 520 179
internal_value=0 3.26242e-05 0.000102421 3.3111e-06 -0.000166657 0.000208052 -0.000155845
internal_weight=0 0.00894992 0.00653118 0.00537617 0.00293753 0.00243863 0.00241874
internal_count=3910 3606 3334 2815 1768 1047 272
is_linear=0
shrinkage=0.00196078


Tree=7594
num_leaves=7
num_cat=0
split_feature=3 39 2 48 3 1
split_gain=9.52214e-06 2.7091e-05 2.43799e-05 2.64985e-05 3.17795e-05 6.32538e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.076710000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.017636415878663263 0.0079668353240674571 0.013190562133040007 -0.016079672869515779 0.010359216990166573 -0.018163574418259439 0.015345530697503327
leaf_weight=0.0010069301061712771 0.0012529008384403748 0.0010832310532765763 0.0013099717375970156 0.0015059613493257364 0.0012723569469377761 0.0013762058218265692
leaf_count=1315 239 424 354 398 478 702
internal_value=0 -0.00144619 -0.00389619 -0.000804037 -0.00540299 0.00140989
internal_weight=0 0.00755466 0.00647143 0.00516145 0.00365549 0.00238314
internal_count=3910 3671 3247 2893 2495 2017
is_linear=0
shrinkage=0.1


Tree=7595
num_leaves=7
num_cat=0
split_feature=2 52 3 43 16 1
split_gain=8.3452e-06 4.28117e-05 6.1102e-05 3.57412e-05 2.96479e-05 2.85274e-05
threshold=0.10946500000000002 0.098910000000000012 0.090325000000000003 -0.074254999999999988 -0.17157499999999998 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5
right_child=4 -3 -4 5 -6 -7
leaf_value=0.0059069272478508138 -0.0082566875624469228 -0.020874795406950308 0.021952810896832816 -0.0012222832535796913 0.013637521825434566 -0.024105708135421747
leaf_weight=0.0018870430265887778 0.0010444608105233731 0.0010139081350514032 0.0011483049134191703 0.0010683755789766584 0.0015165292024172633 0.0011115954694744746
leaf_count=1045 256 599 181 844 511 474
internal_value=0 -0.00207275 0.00158255 -0.00416891 0.0047083 -0.0128908
internal_weight=0 0.00622923 0.00521532 0.00406701 0.00256099 0.00217997
internal_count=3910 3143 2544 2363 767 1318
is_linear=0
shrinkage=0.1


Tree=7596
num_leaves=7
num_cat=0
split_feature=13 3 0 42 16 0
split_gain=8.58757e-06 2.85928e-05 3.843e-05 3.85095e-05 1.78319e-05 5.20723e-05
threshold=0.17936000000000002 -0.115685 -0.053834999999999994 0.088235000000000022 -0.029944999999999996 -0.14867499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.014466196908500747 -0.0087680191833339801 -0.0099630371574402667 -0.018516544046330363 0.019523724571983821 -0.011788342936865343 0.016622158374774772
leaf_weight=0.0013170232132471453 0.0010087331802021609 0.0016269599018677154 0.0011227015787451224 0.0010003277979810142 0.001348351248348742 0.00134653344144257
leaf_count=363 221 205 389 933 742 1057
internal_value=0 0.00103994 -0.00170375 0.00184288 -0.0022495 0.00207595
internal_weight=0 0.0077619 0.00644487 0.00532217 0.00432184 0.00297349
internal_count=3910 3689 3326 2937 2004 1262
is_linear=0
shrinkage=0.1


Tree=7597
num_leaves=9
num_cat=0
split_feature=376 50 160 2 3 1 13 1
split_gain=3.43683e-05 3.70076e-05 4.05423e-05 3.47757e-05 0.000106531 4.28613e-05 6.08125e-05 1.95831e-05
threshold=0.048375000000000008 0.082310000000000008 0.087825000000000014 0.10796500000000002 0.084925000000000014 0.095575000000000007 -0.0088749999999999992 0.11167500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=0.000154358999664867 0.0003375399650333818 -0.0003832759241370408 -0.00032508094837141764 -0.00033876319014885945 0.00067299094298854916 0.00027260447203668868 -0.0005121626052528057 4.627147048739073e-05
leaf_weight=0.0010288794252243398 0.0010172164871620907 0.0010790938836720042 0.0012122221676931274 0.0010234238184619886 0.0011613496164256509 0.0012426373748083822 0.0010773919464540317 0.0010081157082953885
leaf_count=1100 206 714 333 320 183 317 470 267
internal_value=0 -4.30617e-05 4.28443e-06 6.53172e-05 0.000161264 -1.61947e-05 -0.000186578 -0.000147697
internal_weight=0 0.00883311 0.00775402 0.0065418 0.00451026 0.00334891 0.00210627 0.00203154
internal_count=3910 3704 2990 2657 2070 1887 1570 587
is_linear=0
shrinkage=0.00196078


Tree=7598
num_leaves=7
num_cat=0
split_feature=50 4 40 160 12 0
split_gain=9.49541e-06 2.27088e-05 2.98223e-05 3.96548e-05 5.1357e-05 3.63331e-05
threshold=0.082310000000000008 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.14808999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.016755943528016442 -0.0089757788503886504 0.014842405380248983 -0.00018805084585894673 -0.015922595214119289 -0.0072889354879773806 0.023244873124396551
leaf_weight=0.0010191782947140534 0.0010556394855527583 0.0010451176707845849 0.0010716616582299165 0.001029337006981333 0.0018218419068673176 0.0017296016412111509
leaf_count=269 747 396 119 305 1313 761
internal_value=0 0.00113631 -0.00101077 0.00182821 0.00578043 0.0142803
internal_weight=0 0.00771674 0.00667162 0.00565244 0.00462311 0.00280126
internal_count=3910 3163 2767 2498 2193 880
is_linear=0
shrinkage=0.1


Tree=7599
num_leaves=9
num_cat=0
split_feature=11 16 2 0 0 4 2 4
split_gain=4.61328e-05 4.21852e-05 5.7773e-05 6.49987e-05 3.40789e-05 3.73801e-05 3.68461e-05 2.9125e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 -0.029849999999999998 -0.07773999999999999 0.0057500000000000008 0.085255000000000011 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4
right_child=-2 2 7 -5 -6 -7 -8 -9
leaf_value=-0.00031137511864767574 -0.00040947916380141484 9.940918658615188e-05 0.0006053980850191568 -0.00038330876581378084 0.00040271226481940816 0.00026608325437293528 -0.00042692255415023708 0.000136674110003827
leaf_weight=0.0011820478519069576 0.0010019509906728794 0.0010348623523020941 0.0010147125625584669 0.0013911468025401179 0.001094808765409557 0.0012846543419982653 0.0010108843578812861 0.0010240196229736459
leaf_count=385 279 723 286 206 530 252 950 299
internal_value=0 3.39694e-05 8.59375e-05 -1.36194e-05 0.000102599 3.94262e-06 -0.000160672 0.000369966
internal_weight=0 0.00903714 0.00785509 0.00581636 0.00442521 0.0033304 0.00204575 0.00203873
internal_count=3910 3631 3246 2661 2455 1925 1673 585
is_linear=0
shrinkage=0.00196078


Tree=7600
num_leaves=7
num_cat=0
split_feature=3 39 1 48 3 4
split_gain=9.22908e-06 2.54111e-05 2.28779e-05 4.14112e-05 3.08683e-05 2.05313e-05
threshold=0.13772500000000001 0.005105000000000001 0.092010000000000022 0.083775000000000002 -0.088024999999999978 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=0.0055121355060374459 0.0079072658003614456 0.012773158388994073 -0.019890760535440866 0.017920790067166084 -0.016825028091918683 -0.0029217402906849552
leaf_weight=0.0012507679214800959 0.0012421405028778297 0.0010836918359419757 0.0012717445677458787 0.0010814535172723591 0.0012241801674840044 0.001622959005307386
leaf_count=593 239 424 534 355 1533 232
internal_value=0 -0.00139587 -0.00377607 0.00159657 -0.00553646 -0.0103768
internal_weight=0 0.0075348 0.00645111 0.0035564 0.00247495 0.0028947
internal_count=3910 3671 3247 2481 2126 766
is_linear=0
shrinkage=0.1


Tree=7601
num_leaves=6
num_cat=0
split_feature=160 42 151 160 1
split_gain=9.16638e-06 3.62921e-05 2.59337e-05 4.41528e-05 5.4368e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 0.095155000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0061949754586661521 -0.013879847790814802 -0.0084920879033808221 0.0025030485286482076 -0.0091681526575786119 0.027871130715702755
leaf_weight=0.0019115011886576645 0.0012355545135765318 0.0011295964668284683 0.0018570509541448029 0.0010790112546192601 0.0015499405229251204
leaf_count=1218 882 364 666 343 437
internal_value=0 0.00163657 0.00505052 0.00846062 0.0140437
internal_weight=0 0.00685115 0.0056156 0.004486 0.00340699
internal_count=3910 2692 1810 1446 1103
is_linear=0
shrinkage=0.1


Tree=7602
num_leaves=7
num_cat=0
split_feature=42 43 51 1 12 0
split_gain=9.7443e-06 2.04605e-05 2.18701e-05 2.61508e-05 5.18349e-05 4.48814e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 0.094485000000000013 0.08401500000000002 -0.15517999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.012949968364360865 -0.0085044053432414314 0.013278300628340851 -0.01943182705762244 -0.0056098031548292467 0.0083415819912996611 0.021627129747080753
leaf_weight=0.0012336274321614526 0.0011826339723419472 0.0011925354170364121 0.001286000709596597 0.0011002739954000585 0.0014074397446312784 0.001344001270814541
leaf_count=506 843 311 353 145 1280 472
internal_value=0 0.00125662 -0.000993501 0.00187739 -0.00491901 0.00936661
internal_weight=0 0.00756388 0.00637134 0.00513772 0.00269344 0.00244428
internal_count=3910 3067 2756 2250 1633 617
is_linear=0
shrinkage=0.1


Tree=7603
num_leaves=7
num_cat=0
split_feature=11 43 42 2 0 2
split_gain=4.26924e-05 2.64782e-05 4.49354e-05 2.58606e-05 6.55833e-05 6.30471e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.086325000000000013 0.097940000000000013 -0.14808999999999997 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00029880264972338976 -0.00038327396173102311 0.00021639013477637244 -0.00033039312096080464 -0.00011762473405106411 0.00046882661179486118 -0.00034130515687865983
leaf_weight=0.0012599508865495787 0.0010462999275117702 0.0015680431100541692 0.0013624149408399365 0.0013734929368420779 0.0015725285631402563 0.0015494575609173995
leaf_count=231 304 681 1320 153 475 746
internal_value=0 3.59781e-05 -8.61505e-06 6.36854e-05 0.000195412 -6.07951e-05
internal_weight=0 0.00868589 0.00742594 0.00606352 0.00294602 0.0031175
internal_count=3910 3606 3375 2055 628 1427
is_linear=0
shrinkage=0.00196078


Tree=7604
num_leaves=8
num_cat=0
split_feature=52 52 13 12 16 3 0
split_gain=3.55669e-05 2.52956e-05 3.52542e-05 3.92852e-05 5.54197e-05 3.46408e-05 1.49314e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.094679999999999986 0.086935000000000012 -0.094359999999999986 0.082730000000000012 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 -3
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00034288224695039999 0.00028092638036809181 5.1314118841503645e-05 -0.0002957810288663903 -0.00036483770892797602 0.00039321634990491981 -7.6130369730016803e-05 0.00038754870965569384
leaf_weight=0.0010142717118292706 0.0014564563793351961 0.0010269170302212504 0.0013982607267407181 0.0014232085990009366 0.0014152057189113936 0.0010555122454681126 0.001004448899100477
leaf_count=449 522 235 367 1425 627 108 177
internal_value=0 4.49238e-05 -2.0107e-06 -8.62958e-05 1.61662e-05 0.000192707 0.000217572
internal_weight=0 0.00878001 0.00732355 0.00529219 0.00386898 0.00247072 0.00203137
internal_count=3910 3461 2939 2527 1102 735 412
is_linear=0
shrinkage=0.00196078


Tree=7605
num_leaves=8
num_cat=0
split_feature=11 16 2 16 13 13 2
split_gain=3.07107e-05 3.84955e-05 5.53071e-05 6.55511e-05 4.52792e-05 3.32983e-05 2.78523e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.11180499999999999 -0.084084999999999979 -0.0030249999999999995 0.086130000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.00030068866689048974 -0.0003294065228444706 0.00043311517673234461 0.0003635067958499616 -0.0004770293137362835 0.00026709976788530837 4.0226058440805279e-05 -0.00038765310968133461
leaf_weight=0.0011751570790168734 0.0010253463108534496 0.0010090301532313549 0.0019667381286494444 0.0010472297634181544 0.0011167946923212667 0.001365453574688877 0.001023177975770872
leaf_count=380 304 219 581 624 1154 280 368
internal_value=0 2.93692e-05 8.089e-05 -1.90497e-05 -0.000119266 -1.23853e-05 -0.000143057
internal_weight=0 0.00870358 0.00752842 0.00556169 0.00455266 0.00350543 0.00238863
internal_count=3910 3606 3226 2645 2426 1802 648
is_linear=0
shrinkage=0.00196078


Tree=7606
num_leaves=6
num_cat=0
split_feature=15 151 2 2 1
split_gain=1.02425e-05 2.17872e-05 3.54198e-05 4.88259e-05 5.66247e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.10113500000000002 0.086650000000000019 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0073232094054868817 0.014940366492538255 -0.018065391563929778 -0.011771076994973918 0.018237102848086547 0.011571861205968294
leaf_weight=0.0015917068040507314 0.0010384157185104707 0.0013586124370023448 0.0019709600886255903 0.0015969328684218762 0.0012267501539278977
leaf_count=614 487 979 653 896 281
internal_value=0 0.00154197 -0.000719128 0.00448924 -0.00400257
internal_weight=0 0.00719167 0.00615326 0.0041823 0.00258536
internal_count=3910 3296 2809 2156 1260
is_linear=0
shrinkage=0.1


Tree=7607
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.44474e-05 2.35063e-05 5.13685e-05 8.29367e-05 6.34469e-05 3.16427e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022221782863669944 -0.0003469313613838396 0.00042279269270314486 0.00035166352462372369 -0.00052363717233068962 0.00016373548609379285 -0.00025307418766407503
leaf_weight=0.0011757420914864829 0.0010160820594398582 0.0015005308166591131 0.0019223446132167971 0.0010248430977702677 0.0012225421743754061 0.0016391322032916229
leaf_count=380 304 548 581 461 1149 487
internal_value=0 3.51045e-05 7.64957e-05 -2.16967e-05 9.62277e-05 -7.5008e-05
internal_weight=0 0.00848513 0.00730939 0.00538705 0.00436221 0.00286167
internal_count=3910 3606 3226 2645 2184 1636
is_linear=0
shrinkage=0.00196078


Tree=7608
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 1
split_gain=2.74105e-05 3.06823e-05 4.89161e-05 8.83174e-05 8.57965e-05 3.11085e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 0.090355000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00027178157780565398 -0.00030899491952730634 0.00047570684415808567 0.00033946817999571104 -0.00052885458736831213 -0.00029323361466653734 0.00011411025893045638
leaf_weight=0.0011342162341327752 0.0010358073105305532 0.0015347075374124992 0.0019692385304044685 0.0010609899514123439 0.0015039432881535702 0.0013842302377986399
leaf_count=371 304 552 585 462 1174 462
internal_value=0 2.86637e-05 7.43855e-05 -2.08047e-05 0.00010107 -9.80038e-05
internal_weight=0 0.00858733 0.00745311 0.00548387 0.00442288 0.00288817
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=7609
num_leaves=7
num_cat=0
split_feature=3 42 49 15 3 43
split_gain=9.49199e-06 2.84372e-05 2.51444e-05 2.64941e-05 7.89137e-05 1.49679e-05
threshold=-0.075954999999999981 0.086700000000000013 -0.006494999999999999 -0.017214999999999998 0.10223 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0053347991941249499 -0.0083256048266781135 -0.016682421215921908 0.019107907562723809 0.016009983421970415 -0.018854082158164667 0.01139603832086216
leaf_weight=0.0011271005357913397 0.0015407923822176569 0.001188310990678738 0.0010576947662990592 0.0017284099309434545 0.0011354138210405899 0.0010173876930250605
leaf_count=1087 367 887 524 423 190 432
internal_value=0 -0.00427346 0.00249838 0.0067512 -0.000545733 0.00260264
internal_weight=0 0.0033328 0.00546231 0.00392152 0.00219311 0.00214449
internal_count=3910 2406 1504 1137 714 1519
is_linear=0
shrinkage=0.1


Tree=7610
num_leaves=7
num_cat=0
split_feature=2 52 3 15 16 52
split_gain=1.12275e-05 3.6424e-05 4.41939e-05 7.67401e-05 2.80646e-05 1.9402e-05
threshold=0.10946500000000002 0.086950000000000013 -0.089974999999999986 -0.017214999999999998 -0.17157499999999998 -0.069134999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4
right_child=4 -3 3 -5 -6 -7
leaf_value=-0.015819270626527084 -0.0071425839616183137 -0.016831581518852484 -0.016289893685298529 0.022261536546025307 0.014162871332788547 0.0033825963013622527
leaf_weight=0.0011113952930256201 0.0010412707592841522 0.0013585993812016001 0.0010015558766224043 0.0017391308009980025 0.0015219442217146771 0.0010037873945705398
leaf_count=518 256 911 385 856 511 473
internal_value=0 -0.00235788 0.00169165 0.00688906 0.00550782 -0.0064427
internal_weight=0 0.00621447 0.00485587 0.00374447 0.00256321 0.00200534
internal_count=3910 3143 2232 1714 767 858
is_linear=0
shrinkage=0.1


Tree=7611
num_leaves=6
num_cat=0
split_feature=49 42 3 4 15
split_gain=1.08694e-05 1.99719e-05 2.84665e-05 3.34313e-05 3.87028e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 -0.11399999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0064702744469813615 0.010554466511165587 -0.015111250255894557 0.010838080217774819 0.0064988687870231217 -0.019652806095521547
leaf_weight=0.001976779394915619 0.0010738272639136638 0.0017094331154418625 0.0017185896517900351 0.0010470908202338761 0.0012314409155844493
leaf_count=529 529 1498 653 347 354
internal_value=0 -0.00195684 -0.00431115 0.000307684 -0.0076349
internal_weight=0 0.00678038 0.00570655 0.00399712 0.00227853
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=7612
num_leaves=8
num_cat=0
split_feature=157 160 42 42 2 3 0
split_gain=2.05646e-05 5.99134e-05 3.82162e-05 3.59474e-05 3.57321e-05 9.29193e-05 2.59798e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 0.086875000000000022 0.088060000000000013 -0.15517999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.00025918983969173455 -0.00043484593923089982 -0.00027007998743190491 -9.5097038065466158e-05 -0.00021877160861064879 0.00073299350638776596 -0.00013716698285448807 0.00028283330935199982
leaf_weight=0.001006875342494838 0.0012435421157352272 0.0013257556194899616 0.001379490389196672 0.0011174162383309335 0.0011507749560796645 0.0012698300374213746 0.0010219209037568852
leaf_count=563 828 875 464 587 327 127 139
internal_value=0 -3.71487e-05 3.09229e-05 9.81105e-05 0.000171542 0.00027839 5.01165e-05
internal_weight=0 0.00850873 0.00726519 0.00593943 0.00482202 0.00344253 0.00229175
internal_count=3910 3347 2519 1644 1057 593 266
is_linear=0
shrinkage=0.00196078


Tree=7613
num_leaves=8
num_cat=0
split_feature=42 43 3 52 16 0 15
split_gain=3.37239e-05 4.53551e-05 6.92897e-05 3.27087e-05 4.55518e-05 5.01201e-05 8.47574e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 -0.11219499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.00025875278286487352 -8.9064736974224864e-06 -0.00029632185267434866 0.00065262640938048113 0.00012468979979836514 0.0003667708967412431 0.00026637802268595772 -0.00063071468637290848
leaf_weight=0.0017351712247428369 0.0014847810813341539 0.0015522291377619533 0.0010317121682920458 0.0011611179442510291 0.0011696094418935099 0.0010762407361365679 0.0011237149996388505
leaf_count=1060 750 344 583 154 204 634 181
internal_value=0 4.09145e-05 0.000262309 -5.0676e-05 3.34832e-05 -8.24966e-05 -0.000246829
internal_weight=0 0.00859941 0.00251649 0.00608291 0.00453068 0.00336107 0.00228483
internal_count=3910 2850 1333 1517 1173 969 335
is_linear=0
shrinkage=0.00196078


Tree=7614
num_leaves=6
num_cat=0
split_feature=42 160 43 2 16
split_gain=9.8894e-06 3.14238e-05 2.06799e-05 2.96315e-05 2.54213e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.032820000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0075502895429205427 -0.010509902195968117 0.014832839464358177 -0.012181577661244381 0.013507687749553922 -0.0061633914051789397
leaf_weight=0.0014687089825416244 0.0016914434162488383 0.0015576831320401477 0.0011659541006170397 0.0018964500128435542 0.0010051754527967683
leaf_count=1060 1040 604 520 459 227
internal_value=0 0.00144138 0.00503498 0.00128288 0.00669327
internal_weight=0 0.00731671 0.00562526 0.00406758 0.00290163
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=7615
num_leaves=7
num_cat=0
split_feature=50 160 42 15 150 2
split_gain=2.8755e-05 3.25443e-05 4.25244e-05 4.34487e-05 4.77995e-05 5.44329e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.084800000000000014 0.098195000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027711901181013315 -0.00030197073518075675 -0.00037524893839144388 -0.00042750710724595255 0.00037546667608560907 0.00028470289108076241 6.772328113846017e-05
leaf_weight=0.0016903228984211866 0.001111636330938027 0.0011250750815439275 0.0016023659324648659 0.0011897167930177508 0.0012457145334347488 0.0018253844287576186
leaf_count=804 715 766 479 535 245 366
internal_value=0 3.2977e-05 -2.60762e-05 4.09259e-05 -4.42377e-05 -0.000163781
internal_weight=0 0.00867858 0.00698826 0.00586318 0.00467346 0.00342775
internal_count=3910 3195 2391 1625 1090 845
is_linear=0
shrinkage=0.00196078


Tree=7616
num_leaves=8
num_cat=0
split_feature=11 3 12 52 15 47 13
split_gain=1.95276e-05 3.44551e-05 2.8821e-05 4.70077e-05 4.208e-05 5.27449e-05 2.06408e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.086935000000000012 0.067395000000000024 -0.017214999999999998 0.083310000000000009 -0.091229999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.0003459567850363974 -0.00026618549184861045 3.6626357264346766e-05 2.4572684939199016e-06 0.00038125005717714488 0.00025242433944191534 -0.0005334668508551213 -0.00037254267978202663
leaf_weight=0.0010975184902621577 0.0010131405189590858 0.0015440761163815751 0.0010018376450314892 0.0012781641591080683 0.0011841198848506905 0.0010470537666085879 0.0012921739804059613
leaf_count=222 304 595 161 442 457 158 1571
internal_value=0 2.19009e-05 -2.65048e-05 5.62365e-05 -5.38015e-05 -0.000193744 -0.000208773
internal_weight=0 0.00844494 0.00734743 0.00505341 0.00377525 0.00259113 0.00229401
internal_count=3910 3606 3384 1652 1210 753 1732
is_linear=0
shrinkage=0.00196078


Tree=7617
num_leaves=8
num_cat=0
split_feature=52 4 4 15 2 12 0
split_gain=3.07879e-05 5.41639e-05 6.1126e-05 4.13839e-05 5.10231e-05 7.69378e-05 6.31406e-05
threshold=0.11110500000000002 -0.34687499999999999 -0.083329999999999987 -0.14487999999999998 0.10362500000000001 0.088325000000000015 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00044285918876212896 0.00024648276765176352 0.00040675977782139326 0.00027853263647410059 7.7116096936575247e-05 -0.00049783763577098219 0.00032885186476330487 -0.00055229394382991562
leaf_weight=0.0011837555532591129 0.001554058136281118 0.001236277517982937 0.0010740339575534396 0.0011956781951619545 0.001202973008728259 0.0014138371937544216 0.0012569521999903487
leaf_count=245 673 537 404 130 448 738 735
internal_value=0 -5.35013e-05 8.95398e-06 -7.10982e-05 -0.000145172 -3.54479e-05 -0.000245451
internal_weight=0 0.00856351 0.00737975 0.00614347 0.00506944 0.00386647 0.00245263
internal_count=3910 3237 2992 2455 2051 1603 865
is_linear=0
shrinkage=0.00196078


Tree=7618
num_leaves=8
num_cat=0
split_feature=157 160 133 43 160 2 1
split_gain=3.46781e-05 6.4641e-05 0.000123465 4.05817e-05 8.2376e-05 0.000130781 8.72746e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 0.087825000000000014 0.106035 0.087720000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.00032933161742748233 -0.00044274418654953679 -0.00061251717649814046 -0.00013379456135865052 0.0010916763876338887 -0.00026446603988833833 -5.6651066018288686e-05 0.00028899914086775368
leaf_weight=0.0010330938520228946 0.0013671933669992262 0.0010287294009184416 0.0018075026557353643 0.0010056540237068856 0.0010913175376784682 0.0017003321375088408 0.0010801841739341278
leaf_count=517 856 847 433 300 233 348 376
internal_value=0 -4.97953e-05 1.98517e-05 0.000117165 0.000210165 0.000346972 0.000675997
internal_weight=0 0.00908091 0.00771372 0.00668499 0.00487749 0.00378617 0.00208584
internal_count=3910 3393 2537 1690 1257 1024 676
is_linear=0
shrinkage=0.00196078


Tree=7619
num_leaves=8
num_cat=0
split_feature=11 16 2 43 16 13 15
split_gain=2.99631e-05 2.79763e-05 6.05298e-05 8.73714e-05 7.60718e-05 2.80466e-05 2.15811e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375 -0.024209999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00025902808859291389 -0.00032495524406634719 0.00043540117977594351 0.00015594640806184331 -0.00053476070350005173 0.00012051039047469695 -0.00026615540290526228 0.00056126146542660055
leaf_weight=0.0011553340076829515 0.0010518910197038463 0.0015514662364511326 0.0010066218525602692 0.0010900607936925807 0.0012588891002782952 0.0016886556864844308 0.0010136639319319218
leaf_count=371 304 552 388 462 1149 487 197
internal_value=0 2.52717e-05 6.84371e-05 -3.6705e-05 8.39684e-05 -0.000101011 0.00035931
internal_weight=0 0.00876469 0.00760936 0.00558907 0.00449901 0.00294754 0.00202029
internal_count=3910 3606 3235 2650 2188 1636 585
is_linear=0
shrinkage=0.00196078


Tree=7620
num_leaves=8
num_cat=0
split_feature=157 160 133 133 42 52 15
split_gain=4.09946e-05 6.01787e-05 0.00012283 4.82042e-05 8.39331e-05 4.7851e-05 5.14719e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.094185000000000005 0.088115000000000013 0.048490000000000012 -0.073314999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
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leaf_value=0.00037098194424528471 -0.00042230404456695036 -0.00060273177153187464 0.00015836767321910432 -0.00027284393737830902 0.00063821366668141428 0.00040094682703233889 -0.00034441354341637793
leaf_weight=0.0010333887559496107 0.0013547261209154015 0.0010340038371635151 0.0018031130502247335 0.0010008227495955195 0.0012682981583003964 0.0011894833475375932 0.0013834963116399453
leaf_count=517 856 847 351 512 277 167 383
internal_value=0 -4.12862e-05 2.59309e-05 0.000123752 0.000194073 6.53504e-05 -5.99195e-05
internal_weight=0 0.00903394 0.00767922 0.00664521 0.00564439 0.00437609 0.00318661
internal_count=3910 3393 2537 1690 1178 901 734
is_linear=0
shrinkage=0.00196078


Tree=7621
num_leaves=7
num_cat=0
split_feature=11 2 150 0 16 43
split_gain=2.24508e-05 2.60326e-05 2.59361e-05 6.13977e-05 5.28316e-05 2.57493e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.15100500000000003 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=7.4779526398974401e-05 -0.00027784747197597204 -0.00027353039927048713 0.0003790614481243384 0.00053493252888556263 -4.4369721940492415e-05 -0.00025992503790829569
leaf_weight=0.001693834463353219 0.0010267272907810284 0.0014659464421144684 0.0011443038369621321 0.0011682417636124996 0.00125597752941337 0.0018476205292243309
leaf_count=858 304 246 239 789 324 1150
internal_value=0 2.89654e-05 0.000119572 4.32429e-05 0.000234799 -9.984e-05
internal_weight=0 0.00857592 0.00503447 0.00389017 0.00242422 0.00354145
internal_count=3910 3606 1598 1359 1113 2008
is_linear=0
shrinkage=0.00196078


Tree=7622
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 1
split_gain=1.22764e-05 2.7465e-05 3.98851e-05 4.16568e-05 4.04231e-05 7.19124e-05 8.01896e-06
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.085425000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.013220342503470844 -0.010474296692164133 -0.019574487227139458 -0.014024684292708679 0.019471173332175823 -0.019112903376079297 0.023849761531745461 -0.0015029360902641155
leaf_weight=0.0015400017890311382 0.0010090920816432604 0.0010399402558759069 0.0010455317351138354 0.0010701786507144404 0.0010992355393016403 0.0010951246265914392 0.0010011599357043263
leaf_count=804 715 766 227 535 331 247 285
internal_value=0 0.00123957 -0.00166548 0.00184111 -0.00260762 0.00316713 -0.00789954
internal_weight=0 0.00789117 0.00635117 0.00531123 0.00424105 0.00314182 0.00204669
internal_count=3910 3195 2391 1625 1090 759 512
is_linear=0
shrinkage=0.1


Tree=7623
num_leaves=8
num_cat=0
split_feature=11 3 3 52 52 2 15
split_gain=2.44139e-05 2.76391e-05 3.86326e-05 3.39073e-05 3.56079e-05 4.83036e-05 6.09122e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 0.10433000000000002 -0.081429999999999989 0.106035 -0.038029999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00031380746364189618 -0.00029479464154753062 -0.00034823213966041645 0.00021489671639068783 0.00033820602024944217 -0.00027718470281316583 -0.00042839051725291716 0.00038459533068452474
leaf_weight=0.0011121518270134348 0.0010246093939237149 0.0011489463496312507 0.0016004540653279291 0.0012070742839493933 0.0010983590346967051 0.0013522568026901752 0.001042051590084805
leaf_count=222 304 1646 434 429 317 326 232
internal_value=0 2.54751e-05 -1.75728e-05 4.27285e-05 -2.72999e-05 -0.000138282 4.50006e-05
internal_weight=0 0.00856129 0.00744914 0.0063002 0.00509312 0.00349267 0.00214041
internal_count=3910 3606 3384 1738 1309 875 549
is_linear=0
shrinkage=0.00196078


Tree=7624
num_leaves=7
num_cat=0
split_feature=50 4 4 12 1 0
split_gain=1.00262e-05 2.4574e-05 2.55777e-05 3.66232e-05 5.24851e-05 1.85857e-05
threshold=0.086465000000000014 0.28937500000000005 0.097045000000000006 0.080120000000000011 0.094485000000000013 -0.060094999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.00079695056071120364 -0.0094681713251839762 0.015249181790139874 -0.013004441769420458 -0.016708912701346532 0.026855345454180748 0.00077066931940802952
leaf_weight=0.001818955905193058 0.0010095950610876795 0.0010641747952389279 0.0014251360130467751 0.0010844808192150294 0.001102386685617114 0.0013853628464116183
leaf_count=291 715 396 273 1686 273 276
internal_value=0 0.00111633 -0.00109012 0.00205938 0.00963781 -0.00690442
internal_weight=0 0.0078805 0.00681632 0.00539119 0.00292134 0.00246984
internal_count=3910 3195 2799 2526 564 1962
is_linear=0
shrinkage=0.1


Tree=7625
num_leaves=8
num_cat=0
split_feature=151 48 51 1 16 2 52
split_gain=9.80061e-06 1.9521e-05 2.52667e-05 3.9509e-05 4.16285e-05 2.41299e-05 2.44582e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.11198000000000001 -0.089864999999999987 0.084235000000000018 0.086635000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.0093626799058896797 -0.019677603884012716 0.01201889099592638 -0.015357149160980811 0.017323057569788702 0.015131694160603336 -0.014631218911596737 0.0071955368337976852
leaf_weight=0.0010074716487245118 0.0011074878165741563 0.0013579290420808604 0.0010514245754437998 0.0012328024867005963 0.0010620646932592058 0.0010005946316610135 0.0010543675352250649
leaf_count=423 548 348 468 386 587 674 476
internal_value=0 0.00111289 -0.00116244 0.00157236 -0.00302403 0.00289303 -0.00343227
internal_weight=0 0.00786667 0.00650874 0.00545732 0.00422451 0.00311703 0.00205496
internal_count=3910 3487 3139 2671 2285 1737 1150
is_linear=0
shrinkage=0.1


Tree=7626
num_leaves=8
num_cat=0
split_feature=11 16 2 43 16 13 4
split_gain=2.5351e-05 4.55401e-05 4.74138e-05 7.95288e-05 7.24287e-05 3.76921e-05 2.57159e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.0003332318256421307 -0.00029147457078693308 0.00044528602219991062 0.00056322463787997364 -0.0004870914045117302 0.00017992030553568686 -0.0002652312274820202 0.00012249661630383719
leaf_weight=0.0011553081794373555 0.0010580556292640571 0.0015743539927776072 0.0010085778821306412 0.0010785644735226392 0.0012797681764652594 0.0017063648911422636 0.0010276072170961109
leaf_count=371 304 552 288 462 1149 487 297
internal_value=0 2.9704e-05 8.43346e-05 -8.27207e-06 0.00010497 -7.44525e-05 0.000340801
internal_weight=0 0.00883054 0.00767524 0.00563905 0.00456049 0.00298613 0.00203619
internal_count=3910 3606 3235 2650 2188 1636 585
is_linear=0
shrinkage=0.00196078


Tree=7627
num_leaves=8
num_cat=0
split_feature=11 3 3 3 16 0 4
split_gain=1.67857e-05 2.7234e-05 2.96958e-05 2.99041e-05 2.08907e-05 5.97232e-05 1.66073e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -0.029944999999999996 -0.16443499999999997 -0.034289999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00030898034806402615 -0.00024099932014390294 -0.00030764247408641542 0.00029893311324261324 -0.00014674216976651424 -0.00035249618634397659 0.00045849917556089678 -2.0067842760390377e-05
leaf_weight=0.001119741716846985 0.0010305317265063155 0.0011573653695967747 0.0013004846369496391 0.0016444490453076822 0.0010542876974814919 0.0010129272171527587 0.0012783581379899591
leaf_count=222 304 1646 861 183 160 319 215
internal_value=0 2.38703e-05 -1.89943e-05 3.4113e-05 -3.49037e-05 8.39611e-05 -0.000170316
internal_weight=0 0.00856761 0.00744787 0.00629051 0.00499002 0.00265738 0.00233265
internal_count=3910 3606 3384 1738 877 502 375
is_linear=0
shrinkage=0.00196078


Tree=7628
num_leaves=8
num_cat=0
split_feature=11 3 3 49 49 0 2
split_gain=2.19699e-05 2.69883e-05 3.37764e-05 3.1254e-05 5.217e-05 3.76761e-05 6.0174e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.032484999999999993 0.081110000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00030925640921090414 -0.00027879075612793116 -0.00032783558556619911 -0.00018573628518602533 0.00010057717684805779 -0.00021570859263781694 -5.3527396346745623e-05 0.00074229075490253984
leaf_weight=0.0011143677469485991 0.0010274231470729011 0.0011443941486122822 0.0017368691706947399 0.0012244385183441927 0.0012648859578782519 0.0010560315324263281 0.0010381257349847219
leaf_count=222 304 1646 373 343 449 150 423
internal_value=0 2.46204e-05 -1.78713e-05 3.82524e-05 0.000123131 0.00025228 0.000395013
internal_weight=0 0.00857911 0.00746475 0.00632035 0.00458348 0.0033186 0.00226256
internal_count=3910 3606 3384 1738 1365 916 766
is_linear=0
shrinkage=0.00196078


Tree=7629
num_leaves=8
num_cat=0
split_feature=157 160 133 48 13 43 1
split_gain=2.12261e-05 7.036e-05 9.39024e-05 3.21613e-05 5.01084e-05 3.43353e-05 1.27961e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.10264000000000002 -0.083514999999999992 -0.078644999999999979 0.094165000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.00025581115860065886 -0.00046455505233182584 -0.00052214601527277244 0.00047287969218934485 -0.0001733026335831784 -0.00014795113313124058 7.5135528497580054e-05 0.00038755928434304086
leaf_weight=0.0010389060193944878 0.001284916459129727 0.0010167523701261477 0.0016079560206041436 0.0011858229365660214 0.0016879631783276502 0.0010096181365087317 0.0010064759173701505
leaf_count=563 828 845 345 156 496 380 297
internal_value=0 -4.05424e-05 3.19594e-05 0.000118663 0.00018384 5.83661e-05 0.000231104
internal_weight=0 0.00879951 0.00751459 0.00649784 0.00531201 0.00370406 0.00201609
internal_count=3910 3347 2519 1674 1518 1173 677
is_linear=0
shrinkage=0.00196078


Tree=7630
num_leaves=7
num_cat=0
split_feature=50 160 42 15 42 0
split_gain=8.35583e-06 2.13856e-05 3.17506e-05 3.2964e-05 4.51544e-05 8.09092e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 0.041585000000000004 0.083970000000000017 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.013778091859567446 -0.0086395175043361971 -0.016947367344325639 -0.010353242106862157 0.017524865713204295 -0.016873965627957881 0.021331610105382641
leaf_weight=0.0011248021097923361 0.0010127639007033564 0.0010667582071487679 0.0017014804904624107 0.001086099602649675 0.0013945149923632579 0.001531190793762792
leaf_count=557 715 804 193 563 623 455
internal_value=0 0.00100806 -0.00111047 0.00184652 -0.00183353 0.00465464
internal_weight=0 0.00790485 0.00678004 0.00571329 0.00462719 0.00323267
internal_count=3910 3195 2638 1834 1271 648
is_linear=0
shrinkage=0.1


Tree=7631
num_leaves=6
num_cat=0
split_feature=160 4 1 43 3
split_gain=1.01997e-05 2.46757e-05 3.63987e-05 4.56872e-05 2.02935e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -0.0037249999999999996 0.045635000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0064844998148559391 -0.0085092647679659902 0.013122811771181398 -0.0021081826896642264 0.015234332875997734 -0.021562871599277729
leaf_weight=0.0019427658739008839 0.0014070739407341804 0.0014890850325078439 0.0011053571476930526 0.0019111076935162208 0.0010412697100106831
leaf_count=1218 1032 396 534 583 147
internal_value=0 0.00171116 -0.00139836 0.00516587 -0.0115451
internal_weight=0 0.00695389 0.00546481 0.00331818 0.00214663
internal_count=3910 2692 2296 1615 681
is_linear=0
shrinkage=0.1


Tree=7632
num_leaves=8
num_cat=0
split_feature=43 4 13 0 52 15 4
split_gain=1.55755e-05 3.099e-05 3.01715e-05 5.25078e-05 2.8054e-05 2.38456e-05 6.62297e-05
threshold=-0.049504999999999987 -0.34687499999999999 -0.0041499999999999983 -0.13870499999999999 -0.010284999999999997 -0.053579999999999996 -0.084009999999999987
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.00032254399657807148 -0.00037101859358967164 -0.00021368906684031237 -0.00027450452320439291 0.00045967704175110097 0.00016021067361802257 0.00033039982675831713 -0.00036628219008466914
leaf_weight=0.0012285455239036103 0.0010313092082374136 0.0016708175384004985 0.0011639914362650116 0.0011027026677635455 0.0011198592915661002 0.0010388771253613486 0.0010598040385234957
leaf_count=849 224 1293 108 325 136 321 654
internal_value=0 -6.12433e-05 1.92672e-06 0.000108305 -6.1347e-05 0.000105589 -2.14146e-05
internal_weight=0 0.00608868 0.00505737 0.00338655 0.00228385 0.00332723 0.00209868
internal_count=3910 2086 1862 569 244 1824 975
is_linear=0
shrinkage=0.00196078


Tree=7633
num_leaves=7
num_cat=0
split_feature=43 4 13 0 15 16
split_gain=1.1413e-05 2.49579e-05 2.94804e-05 4.68136e-05 2.30587e-05 8.42687e-06
threshold=-0.049504999999999987 -0.23071499999999998 -0.0041499999999999983 -0.14867499999999997 -0.053579999999999996 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 5 -1 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.016002042612689431 -0.016102452949299524 -0.010860188116939652 -0.0094625763452090301 0.022675354745108359 -0.0017699916402138197 0.0034956585718255249
leaf_weight=0.0011563375090995077 0.0011214188615446524 0.0015260730460137689 0.0010031083979616783 0.0011015667316507578 0.0019804228324302878 0.0010042946005727697
leaf_count=849 234 1288 118 343 975 103
internal_value=0 -0.00271589 0.000522899 0.00611042 0.0047815 -0.00297963
internal_weight=0 0.00575646 0.00463504 0.00310897 0.00313676 0.0020074
internal_count=3910 2086 1852 564 1824 221
is_linear=0
shrinkage=0.1


Tree=7634
num_leaves=7
num_cat=0
split_feature=43 12 2 3 16 4
split_gain=9.5351e-06 2.92284e-05 4.10907e-05 3.01139e-05 2.23049e-05 3.64691e-05
threshold=-0.17307499999999998 0.088590000000000016 0.097360000000000016 -0.015794999999999997 -0.029944999999999996 0.035895000000000003
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.0076546058058350325 0.014915566472941164 -0.02455172554917176 0.0018838809038673595 0.017810492744827624 -0.012137812839341372 -0.0073481661586401589
leaf_weight=0.0013560922014016789 0.0014607288228283147 0.0011206281403350149 0.0012370514214406836 0.0010437549887325559 0.0013751376032742602 0.0012861361905258033
leaf_count=275 1289 1024 512 159 340 311
internal_value=0 -0.00145511 -0.0106812 0.00275574 -0.00203834 0.00392252
internal_weight=0 0.00752344 0.00235768 0.00516576 0.00370503 0.00232989
internal_count=3910 3635 1536 2099 810 470
is_linear=0
shrinkage=0.1


Tree=7635
num_leaves=7
num_cat=0
split_feature=2 52 3 43 12 16
split_gain=9.60624e-06 3.43457e-05 5.79501e-05 4.02085e-05 3.09739e-05 2.68283e-05
threshold=0.10946500000000002 0.098910000000000012 0.090325000000000003 -0.074254999999999988 0.080120000000000011 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=0.0061386226510933171 -0.0072427514153803919 -0.01893296237230312 0.020819095564395391 -0.0016453580351656252 -0.025444779527456565 0.013473490746286364
leaf_weight=0.0018998797915125132 0.0010524146645324549 0.0010233793319308591 0.0011601020852662789 0.0010755118720822683 0.0011124904185587483 0.0015397210578474473
leaf_count=1045 256 599 181 203 1115 511
internal_value=0 -0.00217454 0.00109342 -0.00450454 -0.0137462 0.00506264
internal_weight=0 0.00627136 0.00524798 0.00408788 0.002188 0.00259214
internal_count=3910 3143 2544 2363 1318 767
is_linear=0
shrinkage=0.1


Tree=7636
num_leaves=8
num_cat=0
split_feature=157 160 42 160 12 52 2
split_gain=1.61821e-05 5.88488e-05 2.53952e-05 3.18475e-05 3.43515e-05 7.68392e-05 2.2511e-05
threshold=-0.060939999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.098595000000000016 0.048490000000000012 0.10325000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00022985382088101382 -0.0004318608622294912 -0.00021271239888379911 0.00020864912932787823 -0.00020256429590706409 -0.00015737915299616806 0.00066527112400958824 -0.00016981935809420835
leaf_weight=0.0010030110338693282 0.0012194174316553412 0.0013094815219208593 0.0015002827406238803 0.0011535568166086184 0.00101982558460144 0.0011661605258115799 0.0010116465740878889
leaf_count=572 821 875 526 295 213 322 286
internal_value=0 -3.36837e-05 3.41207e-05 8.93587e-05 0.000161039 0.000249327 5.62259e-05
internal_weight=0 0.00838037 0.00716095 0.00585147 0.00469792 0.00367809 0.00251193
internal_count=3910 3338 2517 1642 1347 1134 812
is_linear=0
shrinkage=0.00196078


Tree=7637
num_leaves=7
num_cat=0
split_feature=52 4 4 2 2 1
split_gain=8.73645e-06 4.68196e-05 4.87256e-05 2.18065e-05 5.38484e-05 3.63643e-05
threshold=0.11110500000000002 -0.34687499999999999 -0.083329999999999987 0.089910000000000004 0.10679500000000001 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.021414345946682734 0.0073040682971872682 0.02121358493963716 -0.022080569174968329 0.018935550721910537 -0.0083898087818955677 0.002179385028174172
leaf_weight=0.0010108033857525629 0.0013640203301299994 0.0010709207170180989 0.001147465980904829 0.0012954426853635239 0.0016268450529302863 0.0013387124724033778
leaf_count=245 673 537 1022 533 568 332
internal_value=0 -0.00139726 0.00172546 -0.00213335 0.00372345 -0.00901751
internal_weight=0 0.00749019 0.00647939 0.00540847 0.00292229 0.00248618
internal_count=3910 3237 2992 2455 1101 1354
is_linear=0
shrinkage=0.1


Tree=7638
num_leaves=8
num_cat=0
split_feature=160 12 52 16 15 3 48
split_gain=3.58703e-05 3.34908e-05 3.59769e-05 4.77708e-05 5.43272e-05 3.44332e-05 2.8108e-05
threshold=0.090735000000000024 0.10371500000000002 0.091210000000000013 0.081265000000000018 -0.0071449999999999994 -0.078884999999999997 0.082070000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00032866820672707573 -0.00033293650890876993 -0.00029323295621284365 0.00032830096987964276 -0.00032682979850024579 8.8689809171390636e-05 0.00058314900026911094 7.6635919991284516e-05
leaf_weight=0.0011037578847111207 0.0011536503022723217 0.0010584589047878444 0.0017278962850761394 0.0012935517032500038 0.0011160262016438683 0.001051764530232464 0.0016283801807098876
leaf_count=572 376 410 730 472 743 216 391
internal_value=0 3.43505e-05 7.81224e-05 8.32595e-06 9.68051e-05 0.000328591 -8.71031e-05
internal_weight=0 0.00897984 0.00792138 0.00619348 0.00489993 0.00216779 0.00273214
internal_count=3910 3534 3124 2394 1922 959 963
is_linear=0
shrinkage=0.00196078


Tree=7639
num_leaves=7
num_cat=0
split_feature=2 4 13 13 3 48
split_gain=9.27745e-06 2.73818e-05 3.27075e-05 3.09338e-05 3.73761e-05 2.21546e-05
threshold=0.10946500000000002 0.15927500000000003 -0.084184999999999996 0.0024700000000000004 -0.015794999999999997 0.08980500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=-0.01948524884607258 0.013045109969099756 0.012544852729327425 0.018163572856796595 -0.013477981877839273 -0.0054522660294831771 -0.0056049223658293712
leaf_weight=0.0012147612878109001 0.0014713550210457632 0.0010557028853041689 0.0012343182457317261 0.0012909304904096443 0.0014663047627555509 0.0011231655240681356
leaf_count=767 552 297 1271 495 313 215
internal_value=0 -0.00213996 -0.00511765 -0.000745121 0.00534134 0.00497153
internal_weight=0 0.00626202 0.00520631 0.00399155 0.00270062 0.00259452
internal_count=3910 3143 2846 2079 1584 767
is_linear=0
shrinkage=0.1


Tree=7640
num_leaves=8
num_cat=0
split_feature=11 3 3 3 4 4 2
split_gain=2.57062e-05 2.76555e-05 4.30622e-05 3.89834e-05 2.66061e-05 7.95956e-05 3.89095e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 0.0057500000000000008 0.053925000000000008 0.097135000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00031202558384499422 -0.00029921659802721514 -0.00036411624052223987 0.00034232764667391018 -0.00045101559371441284 0.00052389451598280304 -0.00014792995439342582 7.6412603042607711e-05
leaf_weight=0.0011296980105369153 0.0010482166878047925 0.0011627160499343538 0.0013487537426013054 0.0011220088516084347 0.0010446211410176341 0.0019319319376778429 0.0010327304418509256
leaf_count=222 304 1646 861 210 83 394 190
internal_value=0 2.5671e-05 -1.66559e-05 4.5689e-05 -3.22822e-05 8.78468e-05 -0.000198228
internal_weight=0 0.00877246 0.00764276 0.00648005 0.00513129 0.00297655 0.00215474
internal_count=3910 3606 3384 1738 877 477 400
is_linear=0
shrinkage=0.00196078


Tree=7641
num_leaves=7
num_cat=0
split_feature=11 42 0 13 0 48
split_gain=2.62704e-05 3.01435e-05 3.43081e-05 5.82542e-05 5.58856e-05 3.17165e-05
threshold=1.0000000180025095e-35 0.086325000000000013 -0.017269999999999997 -0.0030249999999999995 -0.10575999999999998 0.084500000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00033843178872624798 -0.0002961914374523395 -0.00019769411526607446 0.000350216367282671 0.00025937933997239346 -0.00045144613556599695 -0.0001744495273845386
leaf_weight=0.0015411460495163972 0.0010588606883001296 0.0017656238372453026 0.0015139488979996445 0.0013543856509643515 0.0012597972136694589 0.0012420722969132755
leaf_count=1141 304 1388 231 161 575 110
internal_value=0 3.09577e-05 8.93708e-05 1.62046e-05 -0.000112573 5.18478e-05
internal_weight=0 0.00867697 0.00691135 0.0053974 0.00385626 0.00259646
internal_count=3910 3606 2218 1987 846 271
is_linear=0
shrinkage=0.00196078


Tree=7642
num_leaves=8
num_cat=0
split_feature=11 3 3 13 1 47 4
split_gain=2.7952e-05 4.29056e-05 4.59167e-05 3.79759e-05 6.0379e-05 4.45491e-05 4.41249e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.070604999999999987 0.08844500000000001 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00036030776955395694 -0.00031582217239798179 -0.00037969039097084426 -7.8346215424592158e-05 -0.00019189132307580284 0.0005698448917559304 -0.00039716068766602387 0.00025978410349114587
leaf_weight=0.0012570323985839392 0.0010373096592573927 0.0012190163580702339 0.0011092598121555295 0.0015754759068230375 0.0011008104660805537 0.0011770946362271075 0.0017610589799054079
leaf_count=247 279 1646 267 541 451 158 321
internal_value=0 2.37109e-05 -2.95597e-05 3.39194e-05 0.00024451 -6.9195e-05 4.65078e-05
internal_weight=0 0.00919975 0.00794272 0.0067237 0.00221007 0.00451363 0.00333653
internal_count=3910 3631 3384 1738 718 1020 862
is_linear=0
shrinkage=0.00196078


Tree=7643
num_leaves=7
num_cat=0
split_feature=11 13 39 16 0 3
split_gain=2.45335e-05 3.12177e-05 6.16739e-05 3.88601e-05 3.41406e-05 9.23136e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.10131499999999999 -0.082139999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00024910108331255759 -0.00029109597539893036 -0.00041371698704276529 0.00039524740031601438 0.00016047306346940636 0.00015202376644740437 -0.00063700225207870785
leaf_weight=0.0019107670576180829 0.0010378254724024349 0.0013056305549118668 0.0010751614790906914 0.0019948840461504859 0.0013180208987703002 0.0010046220818204176
leaf_count=389 304 230 387 198 1260 1142
internal_value=0 2.80304e-05 -3.50323e-05 -0.000117303 -2.76665e-05 -0.000189257
internal_weight=0 0.00860909 0.00669832 0.00562316 0.00431753 0.00232264
internal_count=3910 3606 3217 2830 2600 2402
is_linear=0
shrinkage=0.00196078


Tree=7644
num_leaves=6
num_cat=0
split_feature=0 52 150 15 1
split_gain=1.05131e-05 3.17768e-05 2.86373e-05 5.0878e-05 3.52538e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.084800000000000014 -0.0089749999999999986 0.10752500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.017055845544321085 0.0064689051010392894 -0.023755013609451918 0.01581191604655913 0.010302695405007563 -0.0011599818680460665
leaf_weight=0.0011517703178137596 0.00192551825258874 0.0012013432477544 0.0010809066540440442 0.0019281101544530383 0.0016239793661364929
leaf_count=597 446 728 366 1441 332
internal_value=0 -0.00187661 0.00111996 -0.00222092 -0.0107675
internal_weight=0 0.00698611 0.00583434 0.00475343 0.00282532
internal_count=3910 3464 2867 2501 1060
is_linear=0
shrinkage=0.1


Tree=7645
num_leaves=8
num_cat=0
split_feature=4 12 49 133 43 12 160
split_gain=2.3371e-05 2.99785e-05 3.99901e-05 6.97704e-05 7.18413e-05 6.42628e-05 3.40868e-05
threshold=0.27020000000000005 -0.036459999999999992 -0.00064499999999999985 1.0000000180025095e-35 -0.074254999999999988 0.082275000000000015 0.069910000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.00035456384607362692 0.0002164846501484569 -0.00044081905270728939 0.00060116307762581381 -0.00033376043995480805 0.00028436110729545655 -0.00035179834026116501 4.6141400283697672e-05
leaf_weight=0.0010386694462844815 0.0015901435548291354 0.0012003529229941434 0.0012933336042074942 0.0011082373159179218 0.0015521043166274236 0.0010063317946845051 0.001024230343820274
leaf_count=294 472 412 338 971 255 997 171
internal_value=0 -4.31949e-05 1.81943e-06 9.97883e-05 0.00022453 3.4135e-05 -0.000216615
internal_weight=0 0.00822326 0.00718459 0.00496001 0.00385177 0.00255844 0.00222458
internal_count=3910 3438 3144 2561 1590 1252 583
is_linear=0
shrinkage=0.00196078


Tree=7646
num_leaves=7
num_cat=0
split_feature=11 3 3 52 52 2
split_gain=2.88077e-05 3.07093e-05 3.66541e-05 3.55656e-05 4.3887e-05 5.37939e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.10433000000000002 -0.081429999999999989 0.091615000000000016
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=0.00031424738975495821 -0.00032688531476092984 -0.00034210180674661876 0.00022883625256190921 0.00033540041613864527 0.00010463907034309048 -0.00037693559412807818
leaf_weight=0.0012049760205937515 0.0010057456040024086 0.001168998272320778 0.001657086320954643 0.0012288970892589202 0.0016422181641320489 0.0019515979569339245
leaf_count=247 279 1646 434 429 379 496
internal_value=0 2.33044e-05 -2.25302e-05 3.51226e-05 -3.5153e-05 -0.000156877
internal_weight=0 0.00885377 0.0076488 0.0064798 0.0052509 0.00359382
internal_count=3910 3631 3384 1738 1309 875
is_linear=0
shrinkage=0.00196078


Tree=7647
num_leaves=7
num_cat=0
split_feature=1 42 15 3 15 48
split_gain=8.57369e-06 2.0409e-05 2.60874e-05 6.10739e-05 2.59707e-05 5.19465e-05
threshold=0.12730000000000002 0.088915000000000008 0.079360000000000014 -0.10315499999999998 -0.0058549999999999991 0.016865000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.024532136002558085 0.008011999110734901 -0.012389923278118695 -0.012762084084553782 -0.024500410460512229 0.009058684682364317 0.003887715359763871
leaf_weight=0.001139843972498061 0.0011426543015136603 0.0013606378114850073 0.0011219501915517363 0.0010729927282065121 0.0014774086175086214 0.0016144573103984844
leaf_count=285 345 1025 889 720 208 438
internal_value=0 -0.00126394 0.00109163 0.00402171 -0.00159161 -0.00744654
internal_weight=0 0.00778729 0.00642665 0.0053047 0.00416486 0.00268745
internal_count=3910 3565 2540 1651 1366 1158
is_linear=0
shrinkage=0.1


Tree=7648
num_leaves=8
num_cat=0
split_feature=160 12 52 13 2 43 16
split_gain=2.29498e-05 3.69024e-05 4.10762e-05 4.37533e-05 6.59821e-05 8.67127e-05 1.17826e-05
threshold=0.090735000000000024 0.10371500000000002 0.091210000000000013 -0.083514999999999992 0.10796500000000002 -0.079804999999999987 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00025836392448832948 -0.00027286434181340738 -0.00031612290311548491 0.00034307940721530205 -0.00042341962668409461 -0.0005356051907046967 0.00010494639395254159 0.00039561038591533622
leaf_weight=0.0017663519729682886 0.001097861257217129 0.0010558376757092052 0.0017083288226330193 0.0010783316533059541 0.0010493232265882352 0.0010190257673621515 0.0011316250645454318
leaf_count=782 376 410 730 425 284 521 382
internal_value=0 2.77785e-05 7.46125e-05 -1.26102e-06 -0.00010845 3.03622e-05 0.000257887
internal_weight=0 0.00880882 0.00775299 0.00604466 0.00427831 0.00322898 0.00215065
internal_count=3910 3534 3124 2394 1612 1328 903
is_linear=0
shrinkage=0.00196078


Tree=7649
num_leaves=8
num_cat=0
split_feature=11 160 133 43 2 52 4
split_gain=2.7948e-05 2.68997e-05 2.27779e-05 5.26857e-05 4.39354e-05 3.17566e-05 5.5691e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.087895000000000015 -0.06705499999999999 1.0000000180025095e-35 0.071660000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=8.3355132058909425e-05 -0.00030579319760671686 -0.00026303953438642548 -0.00018490008531997051 0.00020672747613704573 0.00064349639545666982 0.00025854846665183956 -0.00033037052314096655
leaf_weight=0.0010528572860865511 0.0010398767607271995 0.0010287084009299131 0.0011084117785189924 0.0012490358063868797 0.0011017239454138069 0.0012462608954825561 0.0018292359618735812
leaf_count=344 304 362 816 477 564 607 436
internal_value=0 3.45027e-05 7.48431e-05 0.000119279 0.000369778 -5.52586e-06 -0.000112438
internal_weight=0 0.00861623 0.00758753 0.00647911 0.00215458 0.00432453 0.00307827
internal_count=3910 3606 3244 2428 908 1520 913
is_linear=0
shrinkage=0.00196078


Tree=7650
num_leaves=6
num_cat=0
split_feature=4 4 12 1 42
split_gain=9.75535e-06 1.79443e-05 2.60749e-05 5.35286e-05 2.07233e-05
threshold=0.27020000000000005 0.097045000000000006 0.080120000000000011 0.094485000000000013 0.084685000000000024
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.003975462554675506 0.0074673441459786067 -0.012222975488919445 -0.012682187447970145 0.022075048092394071 0.0044987928699639071
leaf_weight=0.0018873663837410987 0.0014393432597688141 0.001295967883423046 0.001822587717827276 0.0013551071442664713 0.0011418834569340603
leaf_count=326 472 228 1252 333 1299
internal_value=0 -0.00152034 0.000714297 0.00691167 -0.00606425
internal_weight=0 0.00750291 0.00620694 0.00324247 0.00296447
internal_count=3910 3438 3210 659 2551
is_linear=0
shrinkage=0.1


Tree=7651
num_leaves=8
num_cat=0
split_feature=11 16 2 16 13 12 15
split_gain=6.65906e-05 3.45203e-05 6.70279e-05 7.81501e-05 6.03901e-05 3.63711e-05 3.12504e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 0.16388500000000003 -0.083514999999999992 0.051320000000000005 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00026459025480944339 -0.00048262316807552328 0.00049755507043457831 0.0001598165032862357 -0.00040901461179354071 0.00014378373036320639 -0.00028254793436052311 0.00063772466789844087
leaf_weight=0.0012101028982636252 0.0010267733108663491 0.001160177088476602 0.0010885012405403797 0.0014660830636600841 0.0019531411465772922 0.0012693405135969001 0.0010180505570110505
leaf_count=385 279 742 391 316 321 1282 194
internal_value=0 4.39477e-05 9.08803e-05 -1.71348e-05 0.000113956 -2.4149e-05 0.000390779
internal_weight=0 0.0091654 0.00795529 0.00584874 0.00438266 0.00322248 0.00210655
internal_count=3910 3631 3246 2661 2345 1603 585
is_linear=0
shrinkage=0.00196078


Tree=7652
num_leaves=6
num_cat=0
split_feature=160 42 160 43 1
split_gain=9.45484e-06 2.44225e-05 3.09344e-05 3.0805e-05 3.75068e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.088785000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0062108129794128837 -0.01098370457163541 0.020520302698036577 -0.010335355701742533 0.015454554889921699 -0.0064669139291528887
leaf_weight=0.0019600838307769529 0.0012557371085152686 0.0013873922477224028 0.0011396124233526827 0.0013400918013691187 0.0018690949051340265
leaf_count=1218 882 419 332 492 567
internal_value=0 0.0016479 0.00441315 0.00806969 0.00268705
internal_weight=0 0.00699193 0.00573619 0.00459658 0.00320919
internal_count=3910 2692 1810 1478 1059
is_linear=0
shrinkage=0.1


Tree=7653
num_leaves=7
num_cat=0
split_feature=11 13 39 16 4 16
split_gain=2.69082e-05 2.44933e-05 5.51063e-05 4.57766e-05 3.80783e-05 2.70645e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.032604999999999995 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00022427444994583534 -0.00030370489453439503 -0.00041656280080457243 0.00037501438140377576 -0.00023438489717766649 -0.00010988497127367331 0.00029626562655676094
leaf_weight=0.0019312248094258636 0.0010441570911933892 0.0013644805749839263 0.0011058240120900018 0.0017020035284327321 0.0010215925666830013 0.0016489400449186905
leaf_count=389 304 230 387 1463 372 765
internal_value=0 2.92652e-05 -2.57714e-05 -0.000103024 -5.18174e-06 0.000140896
internal_weight=0 0.00877407 0.00684284 0.00573702 0.00437254 0.00267053
internal_count=3910 3606 3217 2830 2600 1137
is_linear=0
shrinkage=0.00196078


Tree=7654
num_leaves=8
num_cat=0
split_feature=4 4 4 43 15 2 13
split_gain=8.47849e-06 1.58457e-05 2.84038e-05 2.95452e-05 2.73378e-05 1.56373e-05 1.3216e-05
threshold=0.27020000000000005 -0.0010999999999999996 -0.06272999999999998 -0.083254999999999982 -0.017214999999999998 0.086915000000000006 -0.093439999999999981
decision_type=2 2 2 2 2 2 2
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right_child=-2 4 -4 6 -6 -7 -8
leaf_value=0.011376267150876392 0.0069500267802232764 -0.022426526956725604 0.015672235047102159 -0.0011127964808982369 0.0058171876771731168 -0.0051046907267737083 -0.017076363994921705
leaf_weight=0.0010285114305086328 0.0014435614259263761 0.0010122796280839529 0.0011925497341454434 0.0010051615741092667 0.001127515507605926 0.0010742085938932043 0.0010713881927881868
leaf_count=341 472 216 970 147 178 486 1100
internal_value=0 -0.00141779 0.00255411 -0.00248412 -0.00672882 -0.0135085 -0.00934914
internal_weight=0 0.00751161 0.00429761 0.00310506 0.003214 0.00208649 0.00207655
internal_count=3910 3438 2558 1588 880 702 1247
is_linear=0
shrinkage=0.1


Tree=7655
num_leaves=7
num_cat=0
split_feature=48 2 2 52 43 4
split_gain=8.24545e-06 1.91694e-05 4.37017e-05 3.02586e-05 9.14509e-05 3.42133e-05
threshold=0.11119000000000002 0.11260500000000001 0.10113500000000002 -0.087094999999999992 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=-0.010354114590418618 -0.0081894434544799079 0.011421354171124786 -0.019904744526651006 -0.012841939160578034 0.029626733958506769 0.0060694852803887265
leaf_weight=0.0013816323352275322 0.0010955117401247336 0.0014573050877162456 0.0010531516761203763 0.0014785622072752938 0.0013157609910768254 0.0011600964282884507
leaf_count=548 215 533 384 1462 493 275
internal_value=0 0.00107199 -0.00128858 0.0023856 0.00683673 0.0185887
internal_weight=0 0.00784651 0.0063892 0.00533605 0.00395442 0.00247586
internal_count=3910 3695 3162 2778 2230 768
is_linear=0
shrinkage=0.1


Tree=7656
num_leaves=7
num_cat=0
split_feature=11 3 3 49 49 16
split_gain=5.78889e-05 4.07296e-05 4.21907e-05 3.56521e-05 3.61676e-05 5.14709e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.013024999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00038063050357712804 -0.00044764290983595939 -0.00033822054492157165 -0.00017491370517467751 0.00053146320289552702 -0.0001297142135551262 4.6667946791944438e-05
leaf_weight=0.001206562547102598 0.0010193139862849964 0.0012400478137803775 0.0018550934662003244 0.0014559376513196445 0.0013275304823545937 0.0019967055710851042
leaf_count=247 279 1646 373 553 449 363
internal_value=0 4.51584e-05 -6.23861e-06 5.58046e-05 0.000145342 0.0002511
internal_weight=0 0.00908188 0.00787531 0.00663527 0.00478017 0.00345264
internal_count=3910 3631 3384 1738 1365 916
is_linear=0
shrinkage=0.00196078


Tree=7657
num_leaves=8
num_cat=0
split_feature=11 43 47 16 16 3 0
split_gain=2.13588e-05 2.74692e-05 4.28966e-05 5.16417e-05 5.2753e-05 2.08163e-05 3.42867e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.10436500000000001 0.15737500000000001 0.0015250000000000001 -0.055684999999999991 -0.18087499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00029548048690031454 -0.00027147793690236423 -0.0003071294046083844 0.00035138623599974229 -0.0004656497021500672 0.00039367847163553348 -0.00021334082493932943 0.00021533271588436998
leaf_weight=0.0012495238741683512 0.0010345333886356929 0.0012669849967323604 0.0010324108918233904 0.0011005757409230854 0.0010534895602296035 0.0014789105338582978 0.0013930602228918463
leaf_count=231 304 1759 251 373 359 167 466
internal_value=0 2.67721e-05 -1.90624e-05 -7.98369e-05 1.93883e-06 -9.77708e-05 -5.41111e-06
internal_weight=0 0.00857496 0.00732543 0.00629302 0.00519245 0.00413896 0.00287197
internal_count=3910 3606 3375 3124 2751 2392 633
is_linear=0
shrinkage=0.00196078


Tree=7658
num_leaves=7
num_cat=0
split_feature=11 16 2 16 0 16
split_gain=2.43141e-05 2.51538e-05 4.75225e-05 6.69793e-05 3.86496e-05 4.94803e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.11180499999999999 -0.029849999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00023690497130134401 -0.00029027531284589231 0.00043505478925236744 0.00033243841728764672 -0.00031465846945925689 -0.00043292824662991838 0.00017685596570332683
leaf_weight=0.0011757134039662061 0.0010219876773707179 0.0010039660196106154 0.0019745077650266335 0.0013007679328083761 0.0011625113482134925 0.0019953912881946617
leaf_count=380 304 219 581 1085 180 1161
internal_value=0 2.96029e-05 7.17342e-05 -2.24991e-05 -0.000125527 -1.71111e-05
internal_weight=0 0.00861286 0.00743714 0.00546264 0.00445867 0.00329616
internal_count=3910 3606 3226 2645 2426 2246
is_linear=0
shrinkage=0.00196078


Tree=7659
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 15
split_gain=3.37515e-05 3.16191e-05 5.15381e-05 3.50463e-05 0.000109606 7.96647e-05 2.9669e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 -0.008624999999999999 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00032510879441839739 -0.00034279751175975777 -0.00038227189754810203 -0.00048039923041509402 0.00062812951014785717 0.0001207627746572393 0.0001621121014210219 -0.00032458026563890712
leaf_weight=0.0012211214583102504 0.0010313099938328825 0.0012331984312583958 0.0012569724355781175 0.0013466644943562847 0.0013138030225178703 0.0018107091665240463 0.0010229551932984134
leaf_count=247 279 1646 460 512 200 411 155
internal_value=0 3.12616e-05 -1.36794e-05 5.365e-05 0.000182577 -0.000101155 -7.41936e-05
internal_weight=0 0.00920542 0.0079843 0.0067511 0.00368342 0.00306768 0.00233676
internal_count=3910 3631 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=7660
num_leaves=7
num_cat=0
split_feature=160 12 52 16 15 1
split_gain=1.09449e-05 2.43532e-05 4.15494e-05 5.68285e-05 5.03502e-05 1.44901e-05
threshold=0.090735000000000024 0.10129000000000001 0.091210000000000013 0.081265000000000018 -0.0071449999999999994 0.096230000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0031742554804653914 -0.0099085673812740055 -0.01265072722308468 0.017927101468583447 -0.021792760277867529 0.016547369213414952 -0.012308519202816472
leaf_weight=0.0011145584474813168 0.0010043161502536506 0.0010996703458029337 0.0015269331650074611 0.0010371317658338245 0.0018844735352025127 0.0013207738731309084
leaf_count=543 376 479 703 450 949 410
internal_value=0 0.00116791 0.00337539 -0.000772412 0.00427431 -0.00522265
internal_weight=0 0.00798354 0.00688387 0.00535694 0.00431981 0.00243533
internal_count=3910 3534 3055 2352 1902 953
is_linear=0
shrinkage=0.1


Tree=7661
num_leaves=7
num_cat=0
split_feature=47 43 16 16 2 49
split_gain=1.16682e-05 3.25229e-05 6.22708e-05 3.39352e-05 3.08318e-05 3.29496e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15737500000000001 -0.0083999999999999995 0.085255000000000011 -0.0090499999999999973
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.015104373074551784 0.0079889232773574601 0.0079692572168880722 -0.025773029785461133 0.013495180093469235 0.0021412784547164532 -0.020478722012013915
leaf_weight=0.0010000710841401323 0.0014989710987259501 0.0013102458799054196 0.0011149515806872833 0.0014137693031007646 0.0011250926614988842 0.0015058984281045669
leaf_count=251 290 896 470 649 298 1056
internal_value=0 -0.0016786 -0.00427277 0.000203738 -0.00456406 -0.0108057
internal_weight=0 0.00747003 0.00646996 0.00535501 0.00394124 0.00263099
internal_count=3910 3620 3369 2899 2250 1354
is_linear=0
shrinkage=0.1


Tree=7662
num_leaves=6
num_cat=0
split_feature=1 3 3 15 3
split_gain=1.14669e-05 2.48149e-05 3.76606e-05 3.39587e-05 2.26823e-05
threshold=0.10113500000000002 -0.115685 -0.069909999999999986 -0.008624999999999999 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.010190664088671336 0.012519127874874178 -0.020112697226429797 -0.011683016311702963 0.010443325165713288 -0.0032301869262918374
leaf_weight=0.0011175357018612629 0.0017390708175058979 0.0013782029379156222 0.0013028725898887423 0.0014833677023673778 0.0019285548555176399
leaf_count=254 667 2049 335 285 320
internal_value=0 -0.00304074 -0.00659141 9.68364e-05 0.00423763
internal_weight=0 0.00528198 0.00416444 0.00278624 0.00366763
internal_count=3910 2923 2669 620 987
is_linear=0
shrinkage=0.1


Tree=7663
num_leaves=6
num_cat=0
split_feature=160 4 4 3 16
split_gain=1.15724e-05 2.63108e-05 2.71517e-05 2.36934e-05 9.69528e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 -0.078884999999999997 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0068608232272080426 -0.00452890985613105 0.013545538754052769 -0.015974934636495162 0.012626025680014662 -0.0028147804982188796
leaf_weight=0.0019515073943397361 0.0015291315743300561 0.0015080684023591915 0.0011948585709308586 0.001700345841905346 0.0010532856665293674
leaf_count=1218 1223 396 262 552 259
internal_value=0 0.00184926 -0.0013709 0.0045033 -0.00980923
internal_weight=0 0.00698569 0.00547762 0.00322948 0.00224814
internal_count=3910 2692 2296 1775 521
is_linear=0
shrinkage=0.1


Tree=7664
num_leaves=8
num_cat=0
split_feature=157 160 133 13 0 1 12
split_gain=3.13477e-05 7.30756e-05 8.83146e-05 3.67481e-05 3.48297e-05 5.42909e-05 2.05445e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083514999999999992 -0.077944999999999987 0.094695000000000015 0.090840000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.0003225099836581641 -0.0004708654133581744 -0.00050972969252960202 0.00053312237733319813 -0.0004635330790479969 0.00021606292220797561 0.00011125310799848282 0.00013750063360747007
leaf_weight=0.001006923828133068 0.0013057646422727403 0.0010044128148121757 0.0010062257942510516 0.0010958640577302494 0.0019264903730317547 0.0014919199872348531 0.0010124117292790863
leaf_count=517 856 862 329 408 655 200 83
internal_value=0 -4.26226e-05 3.15662e-05 0.000114789 1.64489e-05 -0.000132155 0.000334705
internal_weight=0 0.00884309 0.00753732 0.00653291 0.00451427 0.00258778 0.00201864
internal_count=3910 3393 2537 1675 1263 608 412
is_linear=0
shrinkage=0.00196078


Tree=7665
num_leaves=7
num_cat=0
split_feature=11 13 39 3 0 49
split_gain=3.24563e-05 2.95517e-05 7.23186e-05 3.33521e-05 9.74675e-05 4.18848e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.08348499999999999 -0.10131499999999999 -0.010424999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00024800811977393955 -0.00032958893125233644 0.00011659160765310665 0.00043769797904660954 -0.00030392719619239523 -0.00065807831314565989 0.00018678417915456069
leaf_weight=0.0019359726083191947 0.0010571639662957212 0.0017113930335918258 0.0010879484575697738 0.0010981586039666199 0.001279152529772642 0.0017102415400075737
leaf_count=389 304 1121 387 119 1398 192
internal_value=0 3.39762e-05 -2.61903e-05 -0.000113221 -0.00020944 -5.09692e-06
internal_weight=0 0.00882287 0.00688689 0.00579895 0.00408755 0.0028084
internal_count=3910 3606 3217 2830 1709 311
is_linear=0
shrinkage=0.00196078


Tree=7666
num_leaves=7
num_cat=0
split_feature=52 160 0 2 16 16
split_gain=1.14003e-05 4.08632e-05 2.74638e-05 2.06267e-05 8.331e-05 2.15961e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.11005500000000001 -0.15168999999999996 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.008139064102453554 -0.020217032301374539 0.016534461770235702 0.011839534670823415 0.011463305082531856 -0.005093549189060219 -0.025456672652007524
leaf_weight=0.0010523480812288277 0.0010780989679741414 0.001343210634782556 0.001987716245060648 0.0014158556428826188 0.0010286161432175875 0.0010549919402873652
leaf_count=128 924 265 1062 315 992 224
internal_value=0 -0.00260983 0.00492375 0.00130997 -0.00288507 -0.015404
internal_weight=0 0.00592077 0.00304006 0.00484267 0.00342682 0.00208361
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=7667
num_leaves=7
num_cat=0
split_feature=42 0 1 49 2 12
split_gain=1.01292e-05 1.94324e-05 3.43143e-05 2.88288e-05 3.13631e-05 1.6286e-05
threshold=0.091955000000000023 -0.017269999999999997 0.11986000000000001 -0.0019649999999999997 0.096540000000000015 0.086305000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0080611684143791409 -0.0085434500010917649 0.010887826645082343 -0.017714128227850762 -0.0072315594659685461 0.021802352268729522 0.010180852582223149
leaf_weight=0.0017901167801874446 0.0012134382704594012 0.0016555768652306273 0.0010564344017357057 0.0011590791693590614 0.0010656101315485193 0.0010010832814115098
leaf_count=582 843 364 231 590 406 894
internal_value=0 0.00128419 -0.00133417 0.00211574 0.00776333 0.000837868
internal_weight=0 0.0077279 0.00607232 0.00501589 0.00322577 0.00216016
internal_count=3910 3067 2703 2472 1890 1484
is_linear=0
shrinkage=0.1


Tree=7668
num_leaves=8
num_cat=0
split_feature=11 1 4 13 52 0 0
split_gain=3.41991e-05 3.47808e-05 7.05318e-05 6.29433e-05 5.05292e-05 4.82897e-05 3.17199e-05
threshold=0.077330000000000024 0.088010000000000019 -0.15333499999999997 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -4
right_child=-2 3 6 4 5 -7 -8
leaf_value=0.00021347046909805971 -0.00034523907899800232 0.00044831302261552885 -0.00054074975775411616 -0.00037036288805186994 0.00042635330969887405 -0.00012804288107423926 -7.4499246468378062e-05
leaf_weight=0.001549953626920337 0.0010223924519854937 0.0016913024882355904 0.0012377605553305433 0.0010576405906082133 0.0011839241371827841 0.0012332861852073877 0.0010259973361854274
leaf_count=141 279 897 1135 153 115 238 952
internal_value=0 3.32403e-05 -0.000108788 0.000138087 -1.29083e-05 0.000143495 -0.000329432
internal_weight=0 0.00897986 0.00381371 0.00516615 0.00347485 0.00241721 0.00226376
internal_count=3910 3631 2228 1403 506 353 2087
is_linear=0
shrinkage=0.00196078


Tree=7669
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 1
split_gain=3.13458e-05 2.91321e-05 4.41197e-05 6.38981e-05 6.57214e-05 3.29363e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.0033500000000000005 -0.083564999999999987 0.090355000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00025110542345806538 -0.00032609387892420085 0.00041799507409552751 0.00032905986542350785 -0.00045201412371092479 -0.00028444289266638264 0.00013126414301491081
leaf_weight=0.0011952204427875908 0.0010462601150532181 0.0015371434417906261 0.0019859290859707383 0.0010306377070343738 0.0015085833754708402 0.0014248370524346061
leaf_count=380 304 548 581 461 1174 462
internal_value=0 3.31642e-05 7.8544e-05 -1.1892e-05 8.95732e-05 -8.25234e-05
internal_weight=0 0.00868235 0.00748713 0.0055012 0.00447056 0.00293342
internal_count=3910 3606 3226 2645 2184 1636
is_linear=0
shrinkage=0.00196078


Tree=7670
num_leaves=7
num_cat=0
split_feature=1 42 133 15 15 48
split_gain=1.14879e-05 2.20331e-05 2.34144e-05 3.97841e-05 4.35326e-05 2.57216e-05
threshold=0.12730000000000002 0.088915000000000008 0.083815000000000014 1.0000000180025095e-35 -0.07142999999999998 0.086125000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0035784523668711946 0.0093221452332838337 -0.012922237733057233 0.013390072655828828 -0.018399284659951116 0.015755973364482041 -0.016858553381250769
leaf_weight=0.0013878525542058487 0.0011406727229444054 0.0013730570129445669 0.001238146422484411 0.0011422115635781917 0.0015720832216074856 0.0011070771526230933
leaf_count=332 345 1025 747 747 455 259
internal_value=0 -0.00142034 0.00102915 -0.00190883 0.00272248 -0.00549008
internal_weight=0 0.00782043 0.00644737 0.00520922 0.00406701 0.00249493
internal_count=3910 3565 2540 1793 1046 591
is_linear=0
shrinkage=0.1


Tree=7671
num_leaves=7
num_cat=0
split_feature=1 4 4 13 4 3
split_gain=1.16231e-05 3.35153e-05 2.92549e-05 2.60634e-05 4.46868e-05 3.88044e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.0024749999999999993 0.022820000000000003 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0065846633063496645 0.012277092730357129 -0.024368100524485306 -0.00082560182611898097 -0.018479854361599327 0.018666187849705768 -0.0080249668082784577
leaf_weight=0.0016007498151294746 0.0019151228989669556 0.0010560887132065081 0.0010552315697678891 0.0011339304315028946 0.0011467230022124239 0.0010374862841169286
leaf_count=189 961 1512 624 351 179 94
internal_value=0 -0.00432796 -0.0126016 0.00298789 -0.00237353 0.00598805
internal_weight=0 0.00371207 0.00211132 0.00523326 0.00331814 0.00218421
internal_count=3910 2325 2136 1585 624 273
is_linear=0
shrinkage=0.1


Tree=7672
num_leaves=6
num_cat=0
split_feature=52 160 4 12 52
split_gain=1.09316e-05 3.33542e-05 2.61176e-05 2.05534e-05 6.22269e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 0.092365000000000017 0.071660000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
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leaf_value=-0.0054670314560207028 -0.018467042652991279 -0.0065182723785031892 0.013218327511545802 -0.0085595352927482146 0.021238441986295438
leaf_weight=0.0013555257908252334 0.0010762985751335266 0.0018724241389393151 0.0016691949941352007 0.0015340401276968275 0.0014203739361113741
leaf_count=807 924 634 383 581 581
internal_value=0 -0.00254867 0.0048445 0.00100084 0.0054548
internal_weight=0 0.00590314 0.00302472 0.00482684 0.0032928
internal_count=3910 2720 1190 1796 1215
is_linear=0
shrinkage=0.1


Tree=7673
num_leaves=7
num_cat=0
split_feature=1 0 0 15 15 3
split_gain=1.06867e-05 2.26351e-05 1.74835e-05 3.74247e-05 3.19652e-05 1.54812e-05
threshold=0.076710000000000014 0.047345000000000005 -0.10575999999999998 -0.03231499999999999 -0.092459999999999987 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.013160320963654593 0.0079245167649958613 0.0048148874712580555 0.0085157466782380901 -0.015230157168574135 0.019149986633145627 -0.0092913123647953861
leaf_weight=0.0015645390883792252 0.0010463962305520659 0.0012685572098941281 0.0012838476037874843 0.0013740705395172098 0.0013329523435534219 0.0010429428008188442
leaf_count=1913 160 95 582 748 275 137
internal_value=0 -0.00511168 0.00232451 -0.00376023 0.00705022 -0.00066917
internal_weight=0 0.0028331 0.00608021 0.00265792 0.00342229 0.00208934
internal_count=3910 2008 1902 1330 572 297
is_linear=0
shrinkage=0.1


Tree=7674
num_leaves=7
num_cat=0
split_feature=3 42 52 2 13 0
split_gain=9.00257e-06 3.68381e-05 2.31066e-05 3.02909e-05 5.06592e-05 2.69732e-05
threshold=-0.078884999999999997 0.084100000000000022 0.10433000000000002 0.10362500000000001 -0.060719999999999989 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=0.0051936877215892742 0.023434901285371727 -0.017249966538092718 0.015174533049598059 -0.011321909902781844 0.0077607377048683982 -0.015208233289518709
leaf_weight=0.0016899411452626356 0.0010171126831996463 0.0012892463491014101 0.0011172146434775031 0.0017414817010446455 0.0010093885828955092 0.0010360306428332019
leaf_count=1160 328 1002 429 519 123 349
internal_value=0 -0.00451883 0.00222076 -0.000791746 0.00519614 -0.00387334
internal_weight=0 0.00297919 0.00592123 0.00480401 0.00306253 0.00204542
internal_count=3910 2162 1748 1319 800 472
is_linear=0
shrinkage=0.1


Tree=7675
num_leaves=7
num_cat=0
split_feature=52 13 47 150 1 16
split_gain=1.10222e-05 2.43548e-05 2.94954e-05 4.64622e-05 4.30705e-05 3.59795e-05
threshold=0.11401500000000002 -0.23438999999999996 0.09252500000000001 0.086420000000000011 0.090355000000000005 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
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leaf_weight=0.0010044300420879483 0.0011794268794465945 0.001174032048302258 0.0013495732809983823 0.0010913976450776398 0.0014411754030013613 0.00164357984235562
leaf_count=169 647 644 314 325 629 1182
internal_value=0 0.00134678 -0.000830225 0.00250221 0.00721973 2.74795e-05
internal_weight=0 0.00770419 0.00669976 0.00535018 0.00425879 0.00281761
internal_count=3910 3263 3094 2780 2455 1826
is_linear=0
shrinkage=0.1


Tree=7676
num_leaves=8
num_cat=0
split_feature=11 2 52 2 1 4 3
split_gain=4.05481e-05 2.69644e-05 3.73263e-05 3.67058e-05 3.10671e-05 2.59266e-05 5.15606e-05
threshold=0.077330000000000024 0.089785000000000018 -0.048794999999999991 0.10393500000000001 0.10617500000000001 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00015229174948628484 -0.0003806967487519627 0.00035880073702993035 0.00026844534134738647 -0.00038842590150079038 8.7027030173176991e-05 -0.00046411442034027773 9.4499225792133787e-05
leaf_weight=0.0011514320234691472 0.0010002383967630075 0.0017636335373710228 0.0012860808572046985 0.0010611082417891363 0.0010524426150813641 0.0013547625959710115 0.0011961573166678983
leaf_count=838 279 572 518 277 237 1017 172
internal_value=0 3.57662e-05 0.000127335 7.25709e-06 -0.000151674 -9.19349e-05 -0.000202174
internal_weight=0 0.00886562 0.00516327 0.00339963 0.00211355 0.00370235 0.00255092
internal_count=3910 3631 1604 1032 514 2027 1189
is_linear=0
shrinkage=0.00196078


Tree=7677
num_leaves=8
num_cat=0
split_feature=11 160 13 12 3 2 16
split_gain=6.30007e-05 2.71803e-05 3.73919e-05 4.16036e-05 7.7178e-05 4.77569e-05 4.50367e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 0.086935000000000012 -0.015064999999999997 0.10648500000000001 -0.029944999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00032905456015013343 -0.00046606379346923033 -0.0002473654961839766 0.00057840475351203914 -0.00024287359321730758 0.00041642279814324519 -0.00033258042635832296 -0.00015383161542334092
leaf_weight=0.0018193039929213697 0.0010441456888307605 0.0010962592862733883 0.0010410187310919547 0.001789712151527856 0.0011287637938716092 0.0012709222661392672 0.0010079192927235879
leaf_count=361 279 364 771 1573 163 197 202
internal_value=0 4.23032e-05 8.17132e-05 9.58038e-06 0.000111144 -3.16031e-05 0.000147422
internal_weight=0 0.0091539 0.00805764 0.00623834 0.00444862 0.00340761 0.00213668
internal_count=3910 3631 3267 2906 1333 562 365
is_linear=0
shrinkage=0.00196078


Tree=7678
num_leaves=7
num_cat=0
split_feature=150 52 15 15 3 13
split_gain=1.18488e-05 2.86963e-05 3.921e-05 6.6692e-05 5.46803e-05 2.83556e-05
threshold=0.082085000000000019 0.11401500000000002 -0.017214999999999998 -0.106555 -0.089974999999999986 -0.010384999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0055086617284350256 0.00751796820038555 -0.017326851219197401 -0.010486192214034091 -0.02618506116324228 0.0062456308604232347 0.02813903491625876
leaf_weight=0.0015243351256960128 0.0016822370726884747 0.0010219993757671379 0.0011196144974210506 0.0011762751825582258 0.0012870713654109947 0.0010947689936755683
leaf_count=498 513 606 493 660 781 359
internal_value=0 -0.00180065 0.000757817 -0.00829583 0.00774073 0.0163085
internal_weight=0 0.00722406 0.00620207 0.00270061 0.00350145 0.00238184
internal_count=3910 3397 2791 1158 1633 1140
is_linear=0
shrinkage=0.1


Tree=7679
num_leaves=8
num_cat=0
split_feature=11 3 48 0 47 0 0
split_gain=4.75854e-05 4.33464e-05 3.99474e-05 8.02429e-05 5.87371e-05 4.99513e-05 3.36524e-05
threshold=0.077330000000000024 -0.10628499999999998 0.016865000000000002 -0.18901999999999997 0.09252500000000001 -0.083424999999999985 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00037820655360084623 -0.00040617984058854165 -5.5840385629095694e-05 -0.00013319944883544702 0.0005566526231703539 -0.00053689873982351653 -0.0002607958972159095 0.00040456251955663629
leaf_weight=0.001240149851143151 0.0010350322600755071 0.0012461105542799756 0.0014186604693319574 0.0011937687029719849 0.0010205764915616183 0.0018001908140635485 0.001196417624250145
leaf_count=247 279 214 114 563 195 1320 978
internal_value=0 3.74727e-05 -1.61809e-05 0.000182034 -0.000114564 -1.29728e-05 0.000169678
internal_weight=0 0.00911587 0.00787572 0.00261243 0.0052633 0.00424272 0.00244253
internal_count=3910 3631 3384 677 2707 2512 1192
is_linear=0
shrinkage=0.00196078


Tree=7680
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 12 15
split_gain=4.00883e-05 2.79398e-05 8.13554e-05 4.39275e-05 4.3904e-05 6.30015e-05 2.3398e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.076695000000000013 0.084100000000000022 0.084695000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00032757326197903341 -0.00037778960860248027 -0.000136688545848402 0.00054506924922902297 0.00030546382922474937 -0.0004109629515750294 -0.00038491454546768841 1.7701303631751292e-05
leaf_weight=0.00137423239421724 0.0010100290497760131 0.0013577236465181913 0.0013342987193742939 0.0011625998727531487 0.0014099730487999469 0.0012448642775963804 0.0010013463226856115
leaf_count=421 279 115 594 421 198 906 976
internal_value=0 3.44519e-05 0.000201224 -3.80419e-05 -0.000117431 -3.11549e-06 -0.000205431
internal_weight=0 0.00888504 0.00269202 0.00619302 0.00503042 0.00362044 0.00224621
internal_count=3910 3631 709 2922 2501 2303 1882
is_linear=0
shrinkage=0.00196078


Tree=7681
num_leaves=8
num_cat=0
split_feature=11 3 12 3 4 4 13
split_gain=5.86199e-05 3.23335e-05 3.97211e-05 7.15307e-05 4.27036e-05 9.73499e-05 3.64628e-05
threshold=0.077330000000000024 -0.10628499999999998 0.086935000000000012 -0.015064999999999997 0.0057500000000000008 0.074650000000000008 -0.094679999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=0.00033448695896452546 -0.00045315592868702719 0.00055932833323145577 7.3978375394154661e-05 -0.00027363020781640777 0.00056976241614303694 -0.00017345995188007096 -0.00040773058359913709
leaf_weight=0.0012262150645242454 0.0010395764165384265 0.0010031091418372497 0.0010177607840172835 0.0016240677244028553 0.0011337101842836955 0.0016840927736549516 0.0014865788908591763
leaf_count=247 279 839 119 373 100 340 1613
internal_value=0 3.81251e-05 -7.58998e-06 8.64092e-05 -2.03903e-05 0.000125567 -0.000211965
internal_weight=0 0.00917553 0.00794932 0.00544498 0.00444187 0.0028178 0.00250434
internal_count=3910 3631 3384 1652 813 440 1732
is_linear=0
shrinkage=0.00196078


Tree=7682
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 1
split_gain=3.90709e-05 2.41649e-05 2.98069e-05 3.62583e-05 0.000105557 6.18403e-05 1.79808e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 -0.008624999999999999 0.11507500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00029878206829485218 -0.000370473910250721 -0.00028802321039106562 -0.00045704854753051511 0.0006392631903583434 0.000100545929832612 0.00012469344207122568 -0.00025159939230473977
leaf_weight=0.0011831460797415531 0.0010024838780985377 0.0011859808397227329 0.0011811941593287778 0.0012585978438926821 0.0011451029998903219 0.0017336828657304791 0.0010863432366686829
leaf_count=247 279 1646 460 512 150 411 205
internal_value=0 3.8137e-05 -2.48808e-06 5.03836e-05 0.000185209 -0.000111046 -7.08903e-05
internal_weight=0 0.00877405 0.0075909 0.00640492 0.00349004 0.00291488 0.00223145
internal_count=3910 3631 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=7683
num_leaves=7
num_cat=0
split_feature=1 3 3 12 3 15
split_gain=1.11986e-05 2.87599e-05 3.25241e-05 2.4845e-05 6.1076e-05 2.79075e-05
threshold=0.088010000000000019 -0.11266 -0.069909999999999986 0.090480000000000019 0.076695000000000013 -0.10312999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.010194406931976898 0.02499064942608328 -0.02358624018495608 -0.0010393672404587753 -0.0083395195333890709 0.010857840181086617 -0.010494841570612755
leaf_weight=0.0010050460651100544 0.0012745006047801249 0.0010318243689675017 0.0016838681443380392 0.0014270105884015222 0.0010294916332308536 0.0015096775404347361
leaf_count=215 580 1679 431 609 162 234
internal_value=0 -0.00425753 -0.00960603 0.00291646 0.00712826 -0.00183752
internal_weight=0 0.00372074 0.00271569 0.00524068 0.00381367 0.00253917
internal_count=3910 2325 2110 1585 976 396
is_linear=0
shrinkage=0.1


Tree=7684
num_leaves=7
num_cat=0
split_feature=52 160 0 13 13 3
split_gain=1.18495e-05 2.72029e-05 2.66111e-05 2.29586e-05 3.17477e-05 3.42077e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.16277999999999995 -0.077154999999999987 -0.00088499999999999983
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.007805546406754695 -0.017020157479595167 -0.012579162594794236 0.011851594000934836 0.018887696641249549 -0.010924915245561167 0.011825676473409902
leaf_weight=0.0010554957186230726 0.0010790411212215642 0.0010448064306650628 0.0019816984053082336 0.0010560464393522271 0.0016011942970824379 0.0011254361509945398
leaf_count=128 924 127 1062 484 1055 130
internal_value=0 -0.00266584 0.00502028 0.000542649 0.004167 -0.00153445
internal_weight=0 0.00590652 0.00303719 0.00482748 0.00378268 0.00272663
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=7685
num_leaves=7
num_cat=0
split_feature=50 160 42 49 52 16
split_gain=1.14716e-05 2.94313e-05 2.89975e-05 3.45763e-05 6.05697e-05 4.98824e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.045004999999999996 -0.072349999999999984 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.016209296675829859 -0.010097416718202828 -0.016434827936222019 0.01383606515930557 -0.024641358616456267 -0.0080958791806269928 0.01741119935748792
leaf_weight=0.0011251451908330387 0.0010080796854291746 0.0010614092901373925 0.0016384449191168297 0.0010076600234571569 0.0016729676111177042 0.0014153282915460585
leaf_count=557 715 804 358 493 606 377
internal_value=0 0.0012286 -0.00125167 0.00155865 -0.0033525 0.0035937
internal_weight=0 0.00792096 0.00679581 0.0057344 0.00409596 0.0030883
internal_count=3910 3195 2638 1834 1476 983
is_linear=0
shrinkage=0.1


Tree=7686
num_leaves=7
num_cat=0
split_feature=1 457 484 43 12 3
split_gain=1.13615e-05 2.31602e-05 2.54566e-05 3.26411e-05 3.95608e-05 4.39006e-05
threshold=0.12730000000000002 0.069705000000000003 0.057010000000000005 -0.15648499999999999 0.088375000000000023 0.0066850000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0094052786668850016 0.00929440529726888 0.011040465251021711 0.010826739847866869 0.0086861826318918017 -0.022004601559059887 -0.016827936051353458
leaf_weight=0.0010484694748041602 0.0011363025732202625 0.0012530156420024622 0.0010057530284416803 0.0015118356242761854 0.0017357747705006852 0.0012174649919129664
leaf_count=235 345 311 411 1040 1357 211
internal_value=0 -0.00141095 -0.00380412 -0.00647301 -0.0102015 -0.00269496
internal_weight=0 0.00777231 0.0065193 0.00551354 0.00446508 0.0027293
internal_count=3910 3565 3254 2843 2608 1251
is_linear=0
shrinkage=0.1


Tree=7687
num_leaves=7
num_cat=0
split_feature=2 12 52 49 15 1
split_gain=3.08982e-05 5.58777e-05 9.17981e-05 5.91021e-05 3.94217e-05 2.74495e-05
threshold=0.086650000000000019 0.096315000000000026 0.091210000000000013 -0.047894999999999993 -0.10312999999999999 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00032414150363848233 0.00036068742173458432 -0.00032458111873584982 0.0005928905059151237 0.00012790517087749828 -0.00035738324941899394 1.3281776585815803e-05
leaf_weight=0.0018072204173757611 0.0012251306440746821 0.0011164015168937712 0.0013796324069575783 0.0010862182058758783 0.0015792565845905685 0.0019029391890574977
leaf_count=1134 254 544 427 276 786 489
internal_value=0 7.3909e-05 0.000158322 4.22101e-06 -0.000159621 -0.000151077
internal_weight=0 0.00638664 0.00527024 0.00389061 0.00266547 0.00371016
internal_count=3910 2287 1743 1316 1062 1623
is_linear=0
shrinkage=0.00196078


Tree=7688
num_leaves=8
num_cat=0
split_feature=4 12 47 3 43 52 16
split_gain=2.8715e-05 3.30054e-05 3.83331e-05 5.56705e-05 3.01574e-05 3.7549e-05 5.6254e-05
threshold=0.27608500000000008 -0.036459999999999992 0.085165000000000018 0.10666500000000002 -0.08799499999999999 -0.066329999999999986 -0.089864999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.00037206313760878657 0.00024733965303184617 5.9296170787975697e-05 0.00026774505079884593 0.00027828875529279572 -0.00059914516423300614 -0.00046759982904314606 0.00018050910767696918
leaf_weight=0.0010630395187933711 0.0014765051763982765 0.0013818234684912526 0.0015839761702740535 0.0013121955127493139 0.0010103343084161475 0.0010114521513066553 0.0010487987389591177
leaf_count=300 441 538 403 129 494 443 1162
internal_value=0 -4.91325e-05 -2.41763e-06 -7.66519e-05 -0.000181259 -0.000289513 -0.000137671
internal_weight=0 0.00841162 0.00734858 0.0057646 0.00445241 0.00307059 0.00206025
internal_count=3910 3469 3169 2766 2637 2099 1605
is_linear=0
shrinkage=0.00196078


Tree=7689
num_leaves=7
num_cat=0
split_feature=1 12 3 43 3 16
split_gain=1.20901e-05 2.33671e-05 6.17777e-05 2.21236e-05 2.68839e-05 1.17043e-05
threshold=0.10113500000000002 0.090840000000000018 0.12046500000000002 -0.083899999999999988 0.084925000000000014 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
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leaf_weight=0.0015266994733132669 0.0013819161451748838 0.0011732151167625181 0.0011027730503271084 0.0010344297420364055 0.0016747833405597128 0.0010365394016591566
leaf_count=772 426 330 231 647 198 1306
internal_value=0 0.00436497 0.00985707 -0.00311719 -0.00725269 -0.0148712
internal_weight=0 0.0036579 0.00248469 0.00527245 0.00374575 0.00207097
internal_count=3910 987 657 2923 2151 1953
is_linear=0
shrinkage=0.1


Tree=7690
num_leaves=7
num_cat=0
split_feature=11 2 3 52 4 0
split_gain=2.44963e-05 2.30618e-05 4.82398e-05 2.98489e-05 6.41782e-05 1.91031e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.0053050000000000007 0.0057500000000000008 -0.14136999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00021581319077846771 -0.00029233903537395411 0.00045589967975192039 -0.00015523512120197707 -0.00035693279667156521 0.00031372991333786254 0.00018563666357808257
leaf_weight=0.001962613002307486 0.0010134308391777499 0.0012652361576370088 0.0014958869000296637 0.0010335616862641238 0.0015950530706904643 0.0010946339743304794
leaf_count=1183 304 740 151 1022 285 225
internal_value=0 3.02779e-05 0.000142076 -6.36113e-05 2.16035e-05 -1.11985e-05
internal_weight=0 0.00844698 0.00385576 0.00459123 0.00355767 0.00259052
internal_count=3910 3606 1116 2490 1468 376
is_linear=0
shrinkage=0.00196078


Tree=7691
num_leaves=7
num_cat=0
split_feature=4 12 3 43 12 0
split_gain=1.10635e-05 2.03236e-05 2.78965e-05 3.85552e-05 3.54204e-05 3.18964e-05
threshold=0.27608500000000008 -0.023959999999999995 0.10666500000000002 -0.074254999999999988 0.083325000000000024 -0.070894999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.014318109535251767 0.0083899527420359249 -0.0047722818503869273 0.012182010875908348 -0.0016119842260909638 -0.024280951383494998 0.019980454707704223
leaf_weight=0.0010665128345845806 0.0013229600159585216 0.0010714153222881133 0.0015714508498008411 0.0017380665440556305 0.0011422607682230535 0.0010126005754266944
leaf_count=312 441 988 164 301 1474 230
internal_value=0 -0.00151859 0.000570037 -0.00310571 -0.0106019 0.0072548
internal_weight=0 0.00760231 0.00653579 0.00496434 0.00288033 0.00208402
internal_count=3910 3469 3157 2993 1775 1218
is_linear=0
shrinkage=0.1


Tree=7692
num_leaves=7
num_cat=0
split_feature=50 133 52 4 3 3
split_gain=9.05877e-06 2.79081e-05 4.18217e-05 5.93755e-05 6.33278e-05 3.21814e-05
threshold=0.086465000000000014 0.087615000000000012 0.067395000000000024 -0.034289999999999994 -0.074234999999999982 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.021504755935095571 -0.0089789856186969549 -0.013757561997218122 0.017428942506332475 0.023754319075929765 -0.016684011153621153 0.0050403588896982456
leaf_weight=0.0011035412194681689 0.0010067948693209703 0.0010908220597847821 0.0016322181810903098 0.0012164382951978243 0.0011224179711229027 0.0017373430350252636
leaf_count=527 715 744 808 528 350 238
internal_value=0 0.00109271 0.00347074 -0.000927715 0.00464307 -0.00348617
internal_weight=0 0.00790278 0.00681196 0.00517974 0.0040762 0.00285976
internal_count=3910 3195 2451 1643 1116 588
is_linear=0
shrinkage=0.1


Tree=7693
num_leaves=6
num_cat=0
split_feature=52 160 2 16 0
split_gain=1.00388e-05 3.03198e-05 2.84803e-05 1.9629e-05 3.78952e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0028168277164222241 -0.017677874662860051 -0.0043694502404205858 0.017321464582765688 -0.009117155943996957 0.016803002231802037
leaf_weight=0.0018922702913018526 0.0010690576437850886 0.0019105540602794993 0.0011166887404405351 0.001382548485268446 0.0015162583028697487
leaf_count=694 924 346 496 260 1190
internal_value=0 -0.00244521 0.00465692 0.000940813 0.0049987
internal_weight=0 0.00587842 0.00300896 0.00480936 0.00342681
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=7694
num_leaves=6
num_cat=0
split_feature=49 2 4 1 0
split_gain=8.30289e-06 3.9112e-05 4.84943e-05 5.17769e-05 5.15668e-05
threshold=0.010625000000000001 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -0.084304999999999977
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.019666175746149536 0.0071792664773747371 0.013323210083915793 -0.0013333966348511557 -0.013810512222818653 0.026889741837012256
leaf_weight=0.0016235640046882212 0.0013518234566454361 0.0014660475351682863 0.0018256120315769493 0.0016052419167845739 0.0010030856243860818
leaf_count=678 805 445 805 338 839
internal_value=0 -0.00133283 -0.00487991 0.000534341 0.00867482
internal_weight=0 0.00752355 0.0060575 0.00443394 0.0028287
internal_count=3910 3105 2660 1982 1644
is_linear=0
shrinkage=0.1


Tree=7695
num_leaves=7
num_cat=0
split_feature=157 160 133 151 0 1
split_gain=2.48327e-05 4.85222e-05 7.78998e-05 3.96855e-05 5.62047e-05 6.59814e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 -0.053834999999999994 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.00028002387463528923 -0.00038891371224248814 -0.0004817205925460278 -0.00020792048127157029 8.047518547330232e-06 -0.00010558632047000224 0.00055877360129232489
leaf_weight=0.0010451516351561467 0.0013031260427050608 0.0010238509449351577 0.001288013045232423 0.0014591390876592227 0.001784284317713338 0.0019597242776976482
leaf_count=563 828 860 330 725 310 294
internal_value=0 -3.96262e-05 2.09413e-05 0.000100226 0.000176506 0.000323729
internal_weight=0 0.00881814 0.00751501 0.00649116 0.00520315 0.00341886
internal_count=3910 3347 2519 1659 1329 1019
is_linear=0
shrinkage=0.00196078


Tree=7696
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.23363e-05 2.2825e-05 4.97474e-05 7.47361e-05 6.01973e-05 3.09359e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022670606032971301 -0.0003359883033979918 0.00039991042364787667 0.00033666624993773349 -0.00050066338869583543 0.00015460345514164156 -0.00025463125052806201
leaf_weight=0.0011425294648672807 0.0010318376999337167 0.0015291014388279793 0.0019865301892606187 0.0010328184313334781 0.0012351190940361652 0.0016710531951614927
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.13639e-05 7.09168e-05 -2.56286e-05 8.49902e-05 -8.07071e-05
internal_weight=0 0.00859715 0.00745462 0.00546809 0.00443527 0.00290617
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=7697
num_leaves=8
num_cat=0
split_feature=11 2 3 52 52 0 13
split_gain=3.44982e-05 2.49589e-05 6.09795e-05 3.87738e-05 4.92178e-05 3.50139e-05 1.85346e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.016565000000000003 -0.087094999999999992 -0.10575999999999998 -0.23438999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00028223840936548615 -0.00034794134747446684 0.00048710606569960061 0.00018419933729671561 -0.00039808539051573326 0.00042435088310112737 -5.1280645654031565e-05 -0.00015265157631706554
leaf_weight=0.0012717590107134487 0.001035140460154225 0.0013324341713531369 0.0010054422459449353 0.0010510518203585952 0.0012364240371357286 0.0011471466821582432 0.0016729700187822613
leaf_count=465 304 740 153 998 118 909 223
internal_value=0 3.06704e-05 0.000144323 -6.6186e-05 2.92482e-05 0.000195443 -2.6202e-05
internal_weight=0 0.00871723 0.00401085 0.00470638 0.00365533 0.00238357 0.00267841
internal_count=3910 3606 1116 2490 1492 1027 376
is_linear=0
shrinkage=0.00196078


Tree=7698
num_leaves=9
num_cat=0
split_feature=11 13 39 0 49 2 3 16
split_gain=4.64439e-05 3.99974e-05 7.46682e-05 4.93732e-05 3.74521e-05 3.60245e-05 5.72811e-05 1.82258e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 0.11230000000000001 0.084925000000000014 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00045210118739590093 -0.0004077885516981581 -0.0003778176928706689 0.00042517493893252494 -0.00051366907390683575 -4.3276969485676902e-05 -0.00026888542421917467 0.00053357987482697492 8.4510997475551134e-05
leaf_weight=0.0010595886929465773 0.0010232380352065236 0.0010222850043867526 0.0011325272160756378 0.0010334157849045504 0.0019333201828561418 0.001050227536644821 0.0010062818594687561 0.0010156746751304221
leaf_count=298 279 160 387 329 2072 183 94 108
internal_value=0 3.24425e-05 -3.6873e-05 -0.00012343 -4.29688e-05 4.28271e-05 0.000154192 0.000272195
internal_weight=0 0.00925332 0.00717806 0.00604553 0.00501211 0.00398983 0.0029396 0.00207526
internal_count=3910 3631 3225 2838 2509 2349 2166 406
is_linear=0
shrinkage=0.00196078


Tree=7699
num_leaves=8
num_cat=0
split_feature=11 16 2 0 12 0 15
split_gain=3.29336e-05 3.65432e-05 5.32465e-05 7.73648e-05 3.84898e-05 5.17601e-05 3.07974e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.029849999999999998 0.088325000000000015 -0.12329499999999999 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00027928211771600914 -0.00034512022894250561 0.00024223729920829439 0.00011558591108717897 -0.00042125848901388449 0.00034674876156352591 -0.00030101929627813378 0.00059613530536427773
leaf_weight=0.0012730847298373441 0.0010068527683256773 0.0013282449999370487 0.0010507038545158301 0.0013864847878091186 0.0016483892237120108 0.0013695331199856955 0.0010014382361939853
leaf_count=394 279 170 387 204 1183 1099 194
internal_value=0 2.86924e-05 7.9057e-05 -1.79667e-05 0.000110689 -3.35481e-05 0.000350092
internal_weight=0 0.00905788 0.00778479 0.00573265 0.00434617 0.00269778 0.00205214
internal_count=3910 3631 3237 2656 2452 1269 581
is_linear=0
shrinkage=0.00196078


Tree=7700
num_leaves=8
num_cat=0
split_feature=11 3 3 52 13 16 0
split_gain=4.19592e-05 3.46003e-05 4.3685e-05 3.65949e-05 4.46013e-05 3.25075e-05 5.97023e-05
threshold=0.077165000000000025 -0.10628499999999998 -0.078884999999999997 0.10433000000000002 -0.094679999999999986 -0.057604999999999996 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00034309070956096293 -0.0003870233447505049 -0.0003569456953016838 0.00029515964235627437 0.00035166484017919863 -0.0003169622617634364 0.00036964796634124841 -0.00027187354656533531
leaf_weight=0.0012198592020040118 0.0010015744914122016 0.0011953802285072264 0.0013034223418991282 0.0012555307979953724 0.0018130424684889338 0.0010737006009238193 0.0011606208275114121
leaf_count=244 282 1646 219 429 503 128 459
internal_value=0 3.59986e-05 -1.20178e-05 5.03952e-05 -2.02959e-05 -0.000121886 3.64089e-05
internal_weight=0 0.00902156 0.0078017 0.00660632 0.00535079 0.00404736 0.00223432
internal_count=3910 3628 3384 1738 1309 1090 587
is_linear=0
shrinkage=0.00196078


Tree=7701
num_leaves=7
num_cat=0
split_feature=50 160 42 49 52 16
split_gain=9.69155e-06 2.49431e-05 2.52001e-05 2.43562e-05 5.27285e-05 4.82199e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.045004999999999996 -0.072349999999999984 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.014867069664872175 -0.0093039208073119935 -0.015305775939433339 0.011695754421717976 -0.022530073807949535 -0.007696518540749756 0.01732537541191121
leaf_weight=0.0011290550220238024 0.0010092104959195996 0.0010655614939156979 0.0016505284113884104 0.0010099917463738104 0.0016796482433875308 0.0014223655157438921
leaf_count=557 715 804 358 493 606 377
internal_value=0 0.00109852 -0.00117817 0.00143419 -0.00268473 0.00377676
internal_weight=0 0.00795715 0.0068281 0.00576253 0.00411201 0.00310201
internal_count=3910 3195 2638 1834 1476 983
is_linear=0
shrinkage=0.1


Tree=7702
num_leaves=7
num_cat=0
split_feature=52 2 1 4 1 1
split_gain=1.06466e-05 2.79787e-05 1.99658e-05 5.9413e-05 4.66656e-05 3.56904e-05
threshold=-0.081429999999999989 0.091985000000000011 0.088010000000000019 -0.083329999999999987 0.096035000000000023 0.11198000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6
right_child=2 -3 4 -5 5 -7
leaf_value=-0.0040635186834500165 0.0032065707030175961 0.018279229637019598 0.019795458277243685 -0.027905103936350886 -0.018709322005792176 0.0040022587397753173
leaf_weight=0.0012631966311076562 0.0015675724305868697 0.0010074906649530835 0.0011074606677841242 0.0010088417274575715 0.001085322129182872 0.0019088876512213782
leaf_count=497 487 474 366 1299 280 507
internal_value=0 0.00584983 -0.0020767 -0.00897577 0.00225686 -0.00423009
internal_weight=0 0.00227069 0.00667808 0.00257641 0.00410167 0.00299421
internal_count=3910 971 2939 1786 1153 787
is_linear=0
shrinkage=0.1


Tree=7703
num_leaves=8
num_cat=0
split_feature=11 3 49 457 15 13 48
split_gain=4.10877e-05 3.77073e-05 2.77569e-05 4.77935e-05 4.03182e-05 6.18149e-05 4.43255e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.006494999999999999 0.072090000000000015 -0.017214999999999998 -0.0041499999999999983 0.084905000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00035688830793917245 -0.00038148479484381666 -0.00050079651760131171 -0.00028388976534146388 7.5062349520117039e-05 -7.0636153345438811e-05 0.00052015532198980126 0.00022711000178537988
leaf_weight=0.0012041150409618957 0.001018964566546504 0.0010656852859951605 0.001859979383357524 0.0011542911178956962 0.0013444133853724662 0.0013796494526307442 0.0010054259379175456
leaf_count=247 279 423 935 233 1071 377 345
internal_value=0 3.3912e-05 -1.58867e-05 -0.000201375 5.77839e-05 0.000228581 -0.000104588
internal_weight=0 0.00901356 0.00780944 0.00221998 0.00558947 0.00272406 0.00286541
internal_count=3910 3631 3384 656 2728 1448 1280
is_linear=0
shrinkage=0.00196078


Tree=7704
num_leaves=8
num_cat=0
split_feature=11 3 3 3 16 0 4
split_gain=4.02638e-05 3.10277e-05 3.05326e-05 3.51199e-05 3.4998e-05 5.50267e-05 3.23368e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -0.029944999999999996 -0.16443499999999997 0.0082450000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00032902771302924737 -0.00037909281509392723 -0.00029700366389655232 0.00031747763469143671 -9.8786673680984694e-05 -0.00039894819613292803 0.00046600322590931273 5.9865234058917088e-05
leaf_weight=0.001200743631809764 0.0010001814290995737 0.0012019546560151344 0.0014081318747369053 0.0017316135728124163 0.0013922805534708933 0.0010749297880655985 0.0010256605417436815
leaf_count=247 279 1646 861 183 271 319 104
internal_value=0 3.55225e-05 -9.4607e-06 4.26475e-05 -3.14263e-05 0.000117533 -0.000204325
internal_weight=0 0.00903531 0.00783457 0.00663262 0.00522448 0.00280654 0.00241794
internal_count=3910 3631 3384 1738 877 502 375
is_linear=0
shrinkage=0.00196078


Tree=7705
num_leaves=8
num_cat=0
split_feature=11 16 2 16 0 16 16
split_gain=2.95327e-05 2.34469e-05 4.09796e-05 7.34751e-05 3.59024e-05 7.74226e-05 1.59212e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.11180499999999999 -0.029849999999999998 0.011450000000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00022199290053214613 -0.00031833151533044659 0.00045746110239422129 0.00031365231714676039 -0.00035849854787533192 -0.00041596430774744396 0.00043362111863657618 -3.4118266303462471e-05
leaf_weight=0.0012181575753345162 0.0010442642853380176 0.0010325757871864445 0.0019780975249735055 0.0013056327419128555 0.0011816849746225659 0.0010160349145284455 0.0010492363663416348
leaf_count=380 304 219 581 1085 180 393 768
internal_value=0 3.04672e-05 7.11291e-05 -1.47653e-05 -0.000121871 -1.87758e-05 -0.000213968
internal_weight=0 0.00878142 0.00756326 0.00558516 0.00455259 0.0033709 0.00235487
internal_count=3910 3606 3226 2645 2426 2246 1853
is_linear=0
shrinkage=0.00196078


Tree=7706
num_leaves=8
num_cat=0
split_feature=47 43 16 48 15 15 16
split_gain=1.03813e-05 2.88369e-05 6.51933e-05 3.37302e-05 3.16971e-05 6.0718e-05 3.13921e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15737500000000001 0.091875000000000012 0.079360000000000014 -0.0063699999999999989 -0.071319999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.014186333450471329 0.007471826381744321 0.010892362775475575 -0.026080878276377107 -0.016025108187357688 -0.010854538299651238 0.026919132629527477 -0.013594170424272203
leaf_weight=0.001001359637261565 0.0015158272283314423 0.001061313351320905 0.0011121975216761533 0.0010011001277895649 0.0010445837914461785 0.0012141501189302105 0.0010332982135633161
leaf_count=251 290 615 470 236 1265 226 557
internal_value=0 -0.0016049 -0.00405018 0.000525924 0.00433202 0.00912645 -0.00118715
internal_weight=0 0.007468 0.00646664 0.00535445 0.00435335 0.00330876 0.00209461
internal_count=3910 3620 3369 2899 2663 1398 1172
is_linear=0
shrinkage=0.1


Tree=7707
num_leaves=6
num_cat=0
split_feature=1 3 3 3 15
split_gain=1.01551e-05 2.22279e-05 1.95276e-05 2.73697e-05 2.62842e-05
threshold=0.10113500000000002 0.090325000000000003 -0.115685 -0.069909999999999986 -0.008624999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0089070292259492041 0.012202602269523917 -0.0033667681627378211 -0.017544726967709232 -0.01068222885269848 0.0087718315426167925
leaf_weight=0.0011103622469183037 0.0017333033025287172 0.0019469878090592478 0.0013784110092331203 0.0013039652886101508 0.0014859146541655877
leaf_count=254 667 320 2049 335 285
internal_value=0 0.00396592 -0.00287742 -0.00601659 -0.000320825
internal_weight=0 0.00368029 0.00527865 0.00416829 0.00278988
internal_count=3910 987 2923 2669 620
is_linear=0
shrinkage=0.1


Tree=7708
num_leaves=6
num_cat=0
split_feature=52 160 0 16 0
split_gain=1.00083e-05 2.87912e-05 2.75981e-05 1.958e-05 3.17557e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0084983297847569111 -0.017248138566396808 -0.0062639210083298971 0.011564917600393241 -0.0091727829640285471 0.013134308735505163
leaf_weight=0.001048891893661624 0.0010760460190959451 0.0014698486763770656 0.0019795344270949343 0.0013928885034294766 0.001981704532003492
leaf_count=128 924 263 1062 260 1273
internal_value=0 -0.00245168 0.00461604 0.000834903 0.00487355
internal_weight=0 0.00592049 0.00302843 0.00484444 0.00345155
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=7709
num_leaves=7
num_cat=0
split_feature=11 13 39 16 0 3
split_gain=3.86065e-05 2.18935e-05 5.21382e-05 4.65399e-05 4.04988e-05 9.57212e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.10131499999999999 -0.082139999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00022437965475544439 -0.00036336645301741493 -0.00040502417496834768 0.00038607577726266264 0.00021616955000709528 0.00018229048420575093 -0.00061910676438226649
leaf_weight=0.0018985675213516774 0.0010291455067729495 0.0013577373629563112 0.001056302832716554 0.0019952509677003752 0.0013251050039043851 0.0010096182180851019
leaf_count=389 304 230 387 198 1260 1142
internal_value=0 3.83799e-05 -1.39825e-05 -8.828e-05 1.10405e-05 -0.000164262
internal_weight=0 0.00864258 0.00674401 0.00568771 0.00432997 0.00233472
internal_count=3910 3606 3217 2830 2600 2402
is_linear=0
shrinkage=0.00196078


Tree=7710
num_leaves=7
num_cat=0
split_feature=11 13 39 16 4 16
split_gain=4.00303e-05 2.97525e-05 6.29541e-05 5.0409e-05 5.04968e-05 2.85094e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.032604999999999995 0.0015250000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00024695514736818871 -0.0003774914336944968 -0.00042999381730914272 0.00040555186571865251 -0.00026467164704812424 8.0482916484723215e-06 0.00042519629680896437
leaf_weight=0.0019962781600524155 0.0010007984139388691 0.0014023208470448009 0.0010990774909741714 0.0017275611055741942 0.0016726197621680346 0.0010104036563518236
leaf_count=406 279 234 387 1466 785 353
internal_value=0 3.60991e-05 -2.47991e-05 -0.000106168 -3.20928e-06 0.000165143
internal_weight=0 0.00890826 0.00691198 0.00581291 0.00441058 0.00268302
internal_count=3910 3631 3225 2838 2604 1138
is_linear=0
shrinkage=0.00196078


Tree=7711
num_leaves=6
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split_feature=4 151 16 16 1
split_gain=1.02102e-05 1.56853e-05 3.99287e-05 3.15849e-05 5.54234e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.092424999999999993 -0.055679999999999993 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0081325632381886812 0.0080283604532270202 -0.015893456252971009 0.015990576782847113 0.0081866304807471525 -0.018081919353919063
leaf_weight=0.0013916390126196398 0.0013290684250901515 0.0018582779044934352 0.0011312690220765336 0.0018203240905665351 0.0014374512635051584
leaf_count=562 441 606 954 750 597
internal_value=0 -0.00146836 -0.00360704 0.0015949 -0.00340403
internal_weight=0 0.00763896 0.00624732 0.00438904 0.00325778
internal_count=3910 3469 2907 2301 1347
is_linear=0
shrinkage=0.1


Tree=7712
num_leaves=8
num_cat=0
split_feature=11 1 42 3 3 1 3
split_gain=4.52788e-05 3.51463e-05 7.17375e-05 3.89385e-05 3.53791e-05 3.20453e-05 2.13402e-05
threshold=0.077330000000000024 0.10113500000000002 0.086325000000000013 -0.023079999999999996 0.090325000000000003 0.11507500000000002 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -5
right_child=-2 4 -4 6 5 -7 -8
leaf_value=0.00026601515002370747 -0.00040161132848142003 0.0004300463476141193 -0.0005190593925079144 -0.00031092464374866193 0.00028243393244379027 -0.00019277092660539524 5.0265009058778203e-05
leaf_weight=0.0018243137534470883 0.0010147460535259696 0.0013949891009029328 0.0010702488269802631 0.0011258224523522742 0.0010292405638584745 0.0011610301946267639 0.001424871883140072
leaf_count=1350 279 526 1105 174 113 205 158
internal_value=0 3.52291e-05 -6.40286e-05 4.72846e-05 0.000185981 3.05349e-05 -0.000109156
internal_weight=0 0.00903052 0.00544526 0.00437501 0.00358526 0.00219027 0.00255069
internal_count=3910 3631 2787 1682 844 318 332
is_linear=0
shrinkage=0.00196078


Tree=7713
num_leaves=7
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split_feature=1 12 3 2 3 1
split_gain=1.11872e-05 2.22489e-05 5.55488e-05 1.80979e-05 3.27346e-05 5.38015e-05
threshold=0.10113500000000002 0.090840000000000018 0.12046500000000002 0.10393500000000001 -0.089974999999999986 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.015300125794952341 0.022784553501667665 -0.007121631061241987 -0.0072134608589661201 -0.014289545307661723 0.019571758504271675 -0.0068076552411624851
leaf_weight=0.0010443509062401527 0.0013949975291585905 0.0011853012916431954 0.0011072526945075873 0.0011211925811873465 0.0014146012425035554 0.0017050410087395046
leaf_count=567 426 330 231 409 1296 651
internal_value=0 0.00416428 0.00951035 -0.00301241 2.4064e-05 0.00515409
internal_weight=0 0.00368755 0.00250225 0.00528519 0.00416399 0.00311964
internal_count=3910 987 657 2923 2514 1947
is_linear=0
shrinkage=0.1


Tree=7714
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 4
split_gain=1.02954e-05 2.50841e-05 2.52465e-05 4.82728e-05 4.0602e-05 4.7734e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.01407433191743335 0.0082607483621770349 0.01263639678434049 0.0098027249627497814 -0.024816955658321566 -0.017046569810481055 0.0086220146543859282
leaf_weight=0.0011801755890509767 0.001276350723004408 0.0010869898387743486 0.0011360108087758291 0.0011467886182649073 0.0019882326846213665 0.0011397958841987119
leaf_count=219 239 424 220 164 2390 254
internal_value=0 -0.00143829 -0.00375949 -0.00658385 -0.00173043 -0.00769341
internal_weight=0 0.00767799 0.006591 0.00545499 0.0043082 0.00312803
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.1


Tree=7715
num_leaves=9
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split_feature=11 13 39 16 4 3 15 13
split_gain=3.09482e-05 3.7541e-05 4.22857e-05 4.62351e-05 5.2202e-05 5.35424e-05 4.03725e-05 2.41771e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.022820000000000003 -0.088024999999999978 -0.074174999999999977 -0.39373999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -7 -1
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=6.0089257566118397e-05 -0.00033143463305956275 -0.00040845496523334875 0.00031066980443867102 0.00023201185728928132 0.00032737111098456379 -2.4545758196084722e-05 -0.00055271587446964216 0.00048002717254814727
leaf_weight=0.0011022274197448176 0.001002346445548574 0.0014407062469168402 0.0011337164624095663 0.0010313992529648154 0.0012964431795633577 0.0010368905246107242 0.0012007616681001141 0.001010188343103338
leaf_count=162 279 234 387 547 310 403 1344 244
internal_value=0 3.12874e-05 -3.66487e-05 -0.000102208 -5.56706e-06 -0.000137604 -0.000307971 0.00026091
internal_weight=0 0.00925233 0.00713992 0.0060062 0.00456549 0.00326905 0.00223765 0.00211242
internal_count=3910 3631 3225 2838 2604 2294 1747 406
is_linear=0
shrinkage=0.00196078


Tree=7716
num_leaves=8
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split_feature=11 48 0 2 133 16 1
split_gain=2.81874e-05 2.09096e-05 6.34462e-05 4.85718e-05 2.97382e-05 7.24913e-05 0.000109955
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.084285000000000013 -0.089864999999999987 0.088495000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00043615990858882043 -0.00030792917545932857 -0.00011409080019021335 0.00049276938437321208 0.00032854746773805965 -0.00041131972021303699 0.00053813553602390183 -0.00026033378072383797
leaf_weight=0.0011980700860768963 0.0010307088140369845 0.0013659103604352837 0.0012859059961270658 0.0011791100193331815 0.0010273058500910046 0.0013465304397347886 0.0013063456252188912
leaf_count=431 304 114 591 421 902 729 418
internal_value=0 3.49791e-05 0.000180185 -2.85896e-05 -0.000114912 -3.58406e-05 0.000144948
internal_weight=0 0.00870918 0.00265182 0.00605736 0.00487825 0.00385095 0.00265288
internal_count=3910 3606 705 2901 2480 1578 1147
is_linear=0
shrinkage=0.00196078


Tree=7717
num_leaves=8
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split_feature=11 3 3 1 3 15 47
split_gain=4.64721e-05 3.97356e-05 3.20534e-05 3.90457e-05 0.000108576 7.04053e-05 2.62774e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 -0.008624999999999999 0.084155000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00035908051248416449 -0.00041290304291659004 -0.00031631124519770725 -0.00048319051080458552 0.00061077100034153536 9.5195972113144118e-05 0.00012058809787676334 -0.00032612895505532846
leaf_weight=0.0012199420877991888 0.0010133068359396867 0.0011996421636127604 0.0012769947061285127 0.0013469798941422237 0.0012976220939059507 0.0017740797956845974 0.001013745052450582
leaf_count=247 279 1646 460 512 262 411 93
internal_value=0 2.96978e-05 -2.11082e-05 3.1674e-05 0.000168276 -0.000132117 -8.95934e-05
internal_weight=0 0.00912901 0.00790906 0.00670942 0.00365835 0.00305107 0.00231137
internal_count=3910 3631 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=7718
num_leaves=8
num_cat=0
split_feature=11 13 39 16 4 16 16
split_gain=6.10453e-05 2.25921e-05 3.60806e-05 3.87068e-05 4.31108e-05 4.29918e-05 1.7395e-05
threshold=0.077165000000000025 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.032604999999999995 0.0015250000000000001 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 -1
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00040794608994249384 -0.00046612058853482362 -0.00035449458098962459 0.00032161672792974214 -0.00022338004020379574 -1.8735143971044379e-05 0.0004914315469113288 4.3964431753177096e-05
leaf_weight=0.001014438597884582 0.0010016129439798507 0.0013968712987507395 0.0010710730046628149 0.0017119100687950839 0.001677658561079462 0.0010219069277559339 0.0010048365835216874
leaf_count=287 282 232 387 1466 785 353 118
internal_value=0 4.44632e-05 -9.06308e-06 -7.00412e-05 2.00295e-05 0.000174386 0.000226821
internal_weight=0 0.0088987 0.00687942 0.00580835 0.00441148 0.00269957 0.00201928
internal_count=3910 3628 3223 2836 2604 1138 405
is_linear=0
shrinkage=0.00196078


Tree=7719
num_leaves=7
num_cat=0
split_feature=42 2 3 151 2 15
split_gain=1.00885e-05 2.66014e-05 5.28436e-05 4.40199e-05 5.43511e-05 0.00010057
threshold=-0.090359999999999982 0.086650000000000019 -0.078884999999999997 -0.044604999999999992 0.10113500000000002 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0094860004262416493 -0.024897815665225725 -0.012984360445340124 0.0041656860081226953 0.024678250366550088 0.023307234639788465 -0.015348651578511473
leaf_weight=0.0010106110408212845 0.0010222295385101312 0.0010703775027280866 0.0016123538022734753 0.0015464312256464126 0.0011790414189756016 0.0015682415752856305
leaf_count=440 872 389 556 849 364 440
internal_value=0 0.0011177 -0.00711108 0.00515928 0.0096823 0.00124115
internal_weight=0 0.00799868 0.00263458 0.00536409 0.00429371 0.00274728
internal_count=3910 3470 1428 2042 1653 804
is_linear=0
shrinkage=0.1


Tree=7720
num_leaves=7
num_cat=0
split_feature=1 3 3 15 43 3
split_gain=9.66674e-06 2.4574e-05 2.50674e-05 3.14593e-05 2.09985e-05 3.46192e-05
threshold=0.10113500000000002 -0.115685 0.084925000000000014 0.035895000000000003 -0.075819999999999985 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
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leaf_value=0.010342587223115011 -0.0083350593638094519 -0.022570164937897624 0.0030299953295035362 0.00018178393399665604 0.018375215353664029 -0.0046596973292825777
leaf_weight=0.0011212582318623097 0.0010199559215700094 0.0014075063847796365 0.0016972430328802178 0.0010695320978901842 0.0015274436677005308 0.0011389417671231054
leaf_count=254 357 1228 202 1239 395 235
internal_value=0 -0.0028012 -0.00633177 -0.0127464 0.00386795 0.00853589
internal_weight=0 0.00529554 0.00417428 0.00247704 0.00368634 0.00266639
internal_count=3910 2923 2669 2467 987 630
is_linear=0
shrinkage=0.1


Tree=7721
num_leaves=7
num_cat=0
split_feature=50 133 52 12 4 1
split_gain=9.61598e-06 2.60341e-05 4.09373e-05 4.48153e-05 4.75102e-05 4.24835e-05
threshold=0.086465000000000014 0.087615000000000012 1.0000000180025095e-35 0.095920000000000019 -0.0031049999999999997 0.096230000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.02253166280300874 -0.0092630396952462519 -0.01319540916290666 0.0161514595948563 0.017486275976893829 0.016014627353241617 -0.0090883972965654109
leaf_weight=0.0012161478621513207 0.0010073925139277825 0.0010972946222411991 0.0018405881492423943 0.0010151455409515191 0.0011385868996114689 0.0016528180373369015
leaf_count=659 715 744 928 298 265 301
internal_value=0 0.0011068 0.00339342 -0.00128181 -0.00603592 0.00115088
internal_weight=0 0.00796058 0.00686329 0.0050227 0.00400755 0.0027914
internal_count=3910 3195 2451 1523 1225 566
is_linear=0
shrinkage=0.1


Tree=7722
num_leaves=9
num_cat=0
split_feature=11 16 2 43 3 4 3 0
split_gain=5.93804e-05 3.45953e-05 6.1715e-05 7.44801e-05 5.40545e-05 6.64906e-05 4.04835e-05 3.7832e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 0.0033500000000000005 -0.015794999999999997 0.0057500000000000008 -0.084129999999999996 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -4
right_child=-2 2 7 -5 5 -7 -8 -9
leaf_value=-0.0002671822563481791 -0.00045981120268826121 2.1438261586737637e-05 9.9143073315363257e-05 -0.00047013785489664358 -0.00041673027929224637 0.00024123802520553908 0.00053198955589171002 0.00062282869771704632
leaf_weight=0.0012442005586030752 0.00102673616404812 0.0011102734147562874 0.0010222152593841597 0.0011356437778327309 0.0013122595681703891 0.0010735660799794267 0.0012919266656501352 0.0011022736813448904
leaf_count=385 279 861 134 465 263 103 969 451
internal_value=0 3.71011e-05 8.41416e-05 -1.86858e-05 8.83914e-05 -0.00012066 0.000296018 0.000370853
internal_weight=0 0.00929236 0.00804816 0.00592367 0.00478803 0.00238583 0.0024022 0.00212449
internal_count=3910 3631 3246 2661 2196 366 1830 585
is_linear=0
shrinkage=0.00196078


Tree=7723
num_leaves=7
num_cat=0
split_feature=52 2 160 2 16 3
split_gain=1.06655e-05 3.00247e-05 2.71511e-05 1.9492e-05 8.45363e-05 1.65851e-05
threshold=-0.048794999999999991 0.097940000000000013 -1.0000000180025095e-35 0.11005500000000001 -0.078844999999999985 -0.078884999999999997
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0028729533315919628 -0.016883055946861857 0.017715305507068388 0.00052364377548252093 0.010532995504167624 -0.022812919702206176 0.018378490285208837
leaf_weight=0.0019114887222814918 0.0010784524497766098 0.0011253599827199239 0.0010638510403140223 0.0014159080405938512 0.0013584270429054563 0.0010181210775267926
leaf_count=694 924 496 714 315 478 289
internal_value=0 0.0047564 -0.00252999 0.000657428 -0.0034069 0.00925498
internal_weight=0 0.00303685 0.00593476 0.00485631 0.0034404 0.00208197
internal_count=3910 1190 2720 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=7724
num_leaves=7
num_cat=0
split_feature=11 4 15 1 4 4
split_gain=4.01532e-05 2.81877e-05 6.51723e-05 5.46438e-05 5.47242e-05 2.95804e-05
threshold=0.077330000000000024 0.055260000000000011 -0.106555 0.095575000000000007 -0.076854999999999993 -0.34687499999999999
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
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leaf_weight=0.0012101543999073405 0.0010145683344431377 0.0013402739225640097 0.0016821289074415889 0.0016336838413075674 0.0018845441139726067 0.001368985764573386
leaf_count=119 279 406 413 478 1303 912
internal_value=0 3.84006e-05 -0.000116432 0.00011515 2.85303e-06 0.000188436
internal_weight=0 0.00911977 0.0030224 0.00609737 0.00446368 0.00257914
internal_count=3910 3631 819 2812 2334 1031
is_linear=0
shrinkage=0.00196078


Tree=7725
num_leaves=7
num_cat=0
split_feature=42 0 51 16 1 12
split_gain=9.87898e-06 2.13695e-05 3.20164e-05 2.6965e-05 4.19689e-05 4.83432e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 -0.30307999999999996 0.095575000000000007 0.08401500000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010959442728358613 0.0012155426467114466 0.0016473600737316333 0.0012362179299758198 0.0011010004409264943 0.0014861759136061666 0.0011922730460408924
leaf_count=415 843 364 332 301 334 1321
internal_value=0 0.00125347 -0.00147118 0.0019121 0.00610553 -0.00237761
internal_weight=0 0.00775897 0.00611161 0.00501567 0.00377945 0.00229327
internal_count=3910 3067 2703 2288 1956 1622
is_linear=0
shrinkage=0.1


Tree=7726
num_leaves=7
num_cat=0
split_feature=51 40 2 2 13 2
split_gain=1.24417e-05 2.44991e-05 4.13109e-05 5.66172e-05 3.34897e-05 2.57512e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.11230000000000001 0.099015000000000006 -0.0038299999999999996 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_weight=0.0013255469357844434 0.0010216582314470047 0.001644110792828884 0.001674559587693138 0.0010672257400469766 0.0011434543139121692 0.0010808086609487236
leaf_count=515 360 1740 400 319 244 332
internal_value=0 -0.00160702 -0.00383447 0.000770287 -0.0048553 0.00314422
internal_weight=0 0.00763182 0.00661016 0.0049356 0.00386837 0.00222426
internal_count=3910 3395 3035 2635 2316 576
is_linear=0
shrinkage=0.1


Tree=7727
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.03783e-05 2.50757e-05 1.92798e-05 3.94356e-05 4.65548e-05 2.8035e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0029670344374796561 0.022463710049538205 -0.016074695324699958 -0.0088852248519689023 -0.0040665467537142749 -0.017304355971139867 0.016206801568388874
leaf_weight=0.0016436433129318132 0.0010315295911101645 0.0011939334231514094 0.0012346633201688268 0.0012187583270378895 0.0010673215936003533 0.0015490753828035872
leaf_count=454 265 1554 571 133 409 524
internal_value=0 -0.00504493 0.00227521 0.00510657 0.000438081 0.00727985
internal_weight=0 0.00283758 0.00610135 0.00486668 0.00383516 0.00276783
internal_count=3910 2008 1902 1331 1066 657
is_linear=0
shrinkage=0.1


Tree=7728
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=3.18341e-05 2.57916e-05 8.17522e-05 5.40017e-05 3.1515e-05 4.79004e-05 8.19797e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.074254999999999988 -0.094679999999999986
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
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leaf_weight=0.0011471696175275182 0.0010152105713832184 0.0013378132390190198 0.0012539143666858131 0.001137208063093087 0.0013194300072371227 0.001013804405333812 0.0012796885479235502
leaf_count=438 304 114 591 421 792 152 1098
internal_value=0 3.15839e-05 0.000194615 -4.00647e-05 -0.000131775 -0.000221676 -0.00039292
internal_weight=0 0.00848903 0.00259173 0.0058973 0.00476009 0.00361292 0.00229349
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=7729
num_leaves=7
num_cat=0
split_feature=13 43 2 0 16 15
split_gain=1.02032e-05 2.6388e-05 2.74102e-05 2.66338e-05 2.36851e-05 1.91908e-05
threshold=0.17936000000000002 -0.049504999999999987 0.089910000000000004 -0.07773999999999999 -0.063614999999999991 -0.095799999999999982
decision_type=2 2 2 2 2 2
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leaf_value=-0.001652167442579676 -0.00940337262175381 -0.01230773457913603 -0.0001082543363788043 0.020312183866212346 -0.0067317523891210823 0.018675811428565763
leaf_weight=0.0010069241837320907 0.0010314851523305331 0.0018841615468317458 0.0010906330171638269 0.0012221506391417046 0.0016129263198934331 0.0010849595610502465
leaf_count=1066 221 1091 210 552 445 325
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internal_weight=0 0.00790176 0.00567268 0.00222907 0.00378852 0.00217559
internal_count=3910 3689 2071 1618 980 535
is_linear=0
shrinkage=0.1


Tree=7730
num_leaves=8
num_cat=0
split_feature=11 13 39 457 16 0 3
split_gain=2.60525e-05 2.75072e-05 5.57871e-05 5.21913e-05 3.71092e-05 5.85653e-05 7.84087e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.19424999999999998 -0.10131499999999999 -0.084014999999999992
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00023658529997867928 -0.00029543799942700731 -0.00049119108261676931 0.00038126350185757905 0.00026696629625361256 0.00023660756392775395 7.3069166747394973e-05 -0.00067840076283072774
leaf_weight=0.0019398348637826111 0.0010568352147326899 0.0012159893405236178 0.0010812327714084568 0.0011669053078105368 0.0012942826094309626 0.0010991189208203603 0.001037942216939415
leaf_count=389 304 181 387 200 149 924 1376
internal_value=0 3.03125e-05 -2.77162e-05 -0.000103771 -0.00019686 -9.25562e-05 -0.00029191
internal_weight=0 0.00883531 0.00689547 0.00581424 0.00464733 0.00343134 0.00213706
internal_count=3910 3606 3217 2830 2630 2449 2300
is_linear=0
shrinkage=0.00196078


Tree=7731
num_leaves=7
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split_feature=42 43 159 2 2 0
split_gain=1.05359e-05 1.7057e-05 2.8163e-05 4.06484e-05 5.02797e-05 3.24891e-05
threshold=0.091955000000000023 0.070805000000000021 1.0000000180025095e-35 0.10679500000000001 0.082715000000000025 -0.089879999999999974
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.011128030906328558 -0.0087039852236109744 0.012350873791353613 0.014754882592033634 -0.016447974130192406 0.00046383875133758638 0.024684453686431268
leaf_weight=0.0016345640900116026 0.001214808068913829 0.001185455768527321 0.0010003911943100643 0.0016819744567809561 0.0011646802598664142 0.0010559173001271095
leaf_count=550 843 311 530 392 367 917
internal_value=0 0.00131458 -0.000686641 -0.00347645 0.00218291 0.011981
internal_weight=0 0.00772298 0.00653753 0.00553714 0.00385516 0.0022206
internal_count=3910 3067 2756 2226 1834 1284
is_linear=0
shrinkage=0.1


Tree=7732
num_leaves=8
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split_feature=11 16 2 43 0 12 0
split_gain=2.60684e-05 2.32679e-05 5.34912e-05 6.96666e-05 7.04344e-05 7.86996e-05 3.94559e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00023175717508669742 -0.00030077229644537789 0.00022910561670155602 0.00034836862073495155 -0.00049278252991580491 -0.00038042882647824092 0.00060301545095672437 -0.00029892777668158856
leaf_weight=0.0011296075770056667 0.0010233092788525947 0.0011818010376887338 0.0019578797089910083 0.0010153942105355206 0.0010038423087540974 0.001247590457253432 0.0010082106002675126
leaf_count=371 304 152 585 462 237 836 963
internal_value=0 3.03946e-05 7.03326e-05 -2.9425e-05 7.65068e-05 0.00020994 -1.39839e-05
internal_weight=0 0.00854433 0.00741472 0.00545684 0.00444144 0.0034376 0.00219001
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=7733
num_leaves=7
num_cat=0
split_feature=1 0 0 47 52 15
split_gain=1.42545e-05 2.143e-05 1.93077e-05 3.78125e-05 9.62862e-05 3.44799e-05
threshold=0.076710000000000014 0.047345000000000005 -0.10575999999999998 0.077065000000000008 -0.0066199999999999991 -0.03231499999999999
decision_type=2 2 2 2 2 2
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right_child=2 -3 5 -5 -6 -7
leaf_value=-0.013706986428130938 -0.0034106968593220176 0.0037882922970033112 0.0081589876797839283 -0.0087079353515603624 0.036541460140326755 -0.014680499149947155
leaf_weight=0.0015702165297019127 0.0013588161112640369 0.001263514988031276 0.0012682932042566183 0.00100617024729391 0.0010848281664934381 0.0013804012277913954
leaf_count=1913 209 95 582 140 223 748
internal_value=0 -0.00590613 0.00267738 0.00760766 0.0143256 -0.00374411
internal_weight=0 0.00283373 0.00609851 0.00344981 0.00244364 0.00264869
internal_count=3910 2008 1902 572 432 1330
is_linear=0
shrinkage=0.1


Tree=7734
num_leaves=8
num_cat=0
split_feature=11 160 13 15 12 0 1
split_gain=5.1409e-05 2.93404e-05 3.96748e-05 3.01147e-05 7.79564e-05 4.5671e-05 3.48622e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 -0.053579999999999996 0.086935000000000012 -0.10783 0.088785000000000017
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0003366354779474749 -0.00042775873424396357 -0.00026372978276890084 -6.1052747663306901e-05 0.00034593360946770556 -0.00052950645497325537 0.00045552599270705618 -0.00014257149416661491
leaf_weight=0.0018079827832650011 0.001003437024313345 0.001074819839665995 0.0015294887425497737 0.0010999837797813017 0.0011592894460995496 0.0011548168244530227 0.0011476831378989774
leaf_count=361 279 364 207 555 1074 860 210
internal_value=0 4.02139e-05 8.15703e-05 5.86296e-06 -0.000116514 0.000161185 9.64976e-05
internal_weight=0 0.00897406 0.00789924 0.00609126 0.00340696 0.00268431 0.00224767
internal_count=3910 3631 3267 2906 1839 1067 765
is_linear=0
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Tree=7735
num_leaves=7
num_cat=0
split_feature=1 16 15 51 16 0
split_gain=1.17531e-05 2.44626e-05 1.91123e-05 3.76717e-05 3.87878e-05 2.55489e-05
threshold=1.0000000180025095e-35 0.0015250000000000001 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.15007499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.016237226975686886 0.022043164726216102 0.0026583108001448147 -0.008618872167638009 -0.001102074851217426 -0.01558067039095129 0.018447190861222745
leaf_weight=0.001195861122368529 0.001047304336104921 0.0016043042421377124 0.0012509749701756804 0.0016368121143884255 0.0010644290105037554 0.0011300620009465456
leaf_count=1519 266 473 583 211 412 446
internal_value=0 -0.00541137 0.00240832 0.00523591 0.000641573 0.00688234
internal_weight=0 0.00280017 0.00612958 0.00487861 0.0038313 0.00276687
internal_count=3910 1992 1918 1335 1069 657
is_linear=0
shrinkage=0.1


Tree=7736
num_leaves=7
num_cat=0
split_feature=42 133 49 16 0 15
split_gain=1.07226e-05 1.44907e-05 3.7856e-05 2.86012e-05 5.42559e-05 4.37437e-05
threshold=0.091955000000000023 0.065880000000000008 -0.053904999999999988 0.15100500000000003 -0.084154999999999994 -0.095799999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.016411280723729459 -0.0087784637419568573 0.010377701288627772 -0.0030970892550706273 0.017328067748756212 -0.020233522050615516 0.022598939588583302
leaf_weight=0.0012373917101054345 0.0012128782864676392 0.0014412368728692528 0.0018179187221557763 0.0011045741529404777 0.0010584431133153125 0.0010423582375561409
leaf_count=262 843 920 339 306 681 559
internal_value=0 0.00133727 -0.000743871 0.00311549 -0.000890622 0.0062672
internal_weight=0 0.00770192 0.00626069 0.00502329 0.00391872 0.00286028
internal_count=3910 3067 2147 1885 1579 898
is_linear=0
shrinkage=0.1


Tree=7737
num_leaves=8
num_cat=0
split_feature=11 42 3 52 52 0 3
split_gain=4.13739e-05 3.19666e-05 4.39395e-05 5.1511e-05 5.31064e-05 4.91809e-05 2.76551e-05
threshold=0.077330000000000024 0.086325000000000013 -0.078494999999999995 0.10433000000000002 -0.048794999999999991 -0.14012999999999998 0.10666500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00035747135721098724 -0.00037956283036964014 -0.00019393467923052191 -7.9516368308222885e-05 0.00038285000991085107 1.0254876257894292e-05 -0.00055648235578880084 0.00037507604346758929
leaf_weight=0.0018198205156290184 0.0010289854904948327 0.0018703480170617166 0.0010585465460475592 0.0011152877493566396 0.001113684549737017 0.0012488378853777828 0.0010010787346953001
leaf_count=1230 279 1399 291 169 161 259 122
internal_value=0 3.4957e-05 9.31455e-05 6.2775e-06 -8.8696e-05 -0.000289324 0.000141438
internal_weight=0 0.0092276 0.00735726 0.00553744 0.00442215 0.00236252 0.00205963
internal_count=3910 3631 2232 1002 833 420 413
is_linear=0
shrinkage=0.00196078


Tree=7738
num_leaves=8
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split_feature=12 3 47 4 49 52 1
split_gain=2.33852e-05 3.11004e-05 3.15855e-05 6.75251e-05 4.89402e-05 4.924e-05 4.74318e-05
threshold=0.10673000000000001 0.13772500000000001 0.09252500000000001 -0.08422499999999998 -0.07107999999999999 -0.066329999999999986 0.08844500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.00029191020951737712 -0.00029314468914647509 0.00034674199362755905 -0.00027027265797314478 -0.00020677634572386692 -8.598182778380388e-05 9.6913155125861943e-05 0.0006468216782418158
leaf_weight=0.0016877742531476517 0.0010002878871281625 0.0010112628197226714 0.0015401402549085393 0.0010395804099142458 0.0010194825597110838 0.0010103778592937291 0.0014958275618903226
leaf_count=678 367 222 329 267 462 1053 532
internal_value=0 2.32321e-05 -1.87473e-05 4.3204e-05 0.000167095 0.000277335 0.000425126
internal_weight=0 0.00880445 0.00779318 0.00625304 0.00456527 0.00352569 0.00250621
internal_count=3910 3543 3321 2992 2314 2047 1585
is_linear=0
shrinkage=0.00196078


Tree=7739
num_leaves=7
num_cat=0
split_feature=1 47 48 0 4 3
split_gain=1.06057e-05 1.90148e-05 3.87946e-05 4.68582e-05 1.75349e-05 6.29787e-06
threshold=0.076710000000000014 0.09252500000000001 0.086215000000000014 -0.087614999999999985 -0.083329999999999987 0.088060000000000013
decision_type=2 2 2 2 2 2
left_child=4 2 3 5 -1 -2
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leaf_value=0.0015803011811800383 0.026426088580810476 -0.006620935408439531 -0.0091178154565879875 -0.0046678060402748078 -0.014344574937770522 0.015242783149256088
leaf_weight=0.00164947513943914 0.0010101419150724169 0.00171556667837047 0.001247226477116648 0.0011194441608300683 0.0011904513209378964 0.0010041260787263717
leaf_count=454 278 328 263 871 1554 162
internal_value=0 0.00230358 0.0057984 0.0117351 -0.00509515 0.0208511
internal_weight=0 0.00609651 0.00438094 0.00313371 0.00283993 0.00201427
internal_count=3910 1902 1574 1311 2008 440
is_linear=0
shrinkage=0.1


Tree=7740
num_leaves=7
num_cat=0
split_feature=47 43 16 2 2 15
split_gain=2.42349e-05 4.07987e-05 5.84238e-05 3.92107e-05 3.83768e-05 2.55363e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15100500000000003 0.089910000000000004 0.10679500000000001 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00036006693223433853 -0.00028454673005648786 -0.00032026218895656538 -0.00035862752552970296 0.00041883718954677181 7.5337768260290738e-06 6.5358583874858991e-05
leaf_weight=0.0012355403730846875 0.0010582387605449313 0.0012531450866539731 0.0015903434266859445 0.0016319029483602315 0.0018734448845579797 0.0013954287548469861
leaf_count=261 179 743 504 662 489 1072
internal_value=0 2.91788e-05 -2.36119e-05 6.29654e-05 0.000199015 -0.000117094
internal_weight=0 0.00897981 0.00774427 0.00615392 0.00350535 0.00264857
internal_count=3910 3731 3470 2966 1151 1815
is_linear=0
shrinkage=0.00196078


Tree=7741
num_leaves=8
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split_feature=11 48 0 2 52 13 4
split_gain=4.85301e-05 2.19925e-05 9.11805e-05 4.00189e-05 4.82044e-05 7.83664e-05 4.6237e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.083924999999999986 -0.017449999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00047816667917142703 -0.00041444048681766032 -0.00015967214465376767 0.00055867896068116944 0.00030153054191846078 -0.00043332524905372136 0.00011246552444348846 -0.00039086719763329377
leaf_weight=0.0010112899758144868 0.0010037401858998983 0.0014062298905569287 0.0013142460406904552 0.0011801236085188706 0.0012518570218947389 0.0013059243894289953 0.0015165035180684367
leaf_count=499 279 115 594 421 800 736 466
internal_value=0 4.01476e-05 0.000187359 -2.37695e-05 -9.92564e-05 9.82993e-06 -0.000157977
internal_weight=0 0.00898617 0.00272048 0.0062657 0.00508557 0.00383372 0.00282243
internal_count=3910 3631 709 2922 2501 1701 1202
is_linear=0
shrinkage=0.00196078


Tree=7742
num_leaves=7
num_cat=0
split_feature=49 47 15 2 4 12
split_gain=1.08429e-05 3.4034e-05 5.60954e-05 2.84446e-05 5.2914e-05 5.49951e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011773526545099701 0.0010018171713092163 0.0013887564737318512 0.0016126922840854199 0.0011521786635925639 0.0012769484748441347 0.0013516792900825087
leaf_count=483 408 303 663 347 687 1019
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internal_weight=0 0.00795961 0.00657085 0.0053935 0.00424132 0.00262863
internal_count=3910 3502 3199 2716 2369 1706
is_linear=0
shrinkage=0.1


Tree=7743
num_leaves=7
num_cat=0
split_feature=52 13 49 1 16 3
split_gain=1.18706e-05 2.73375e-05 2.9163e-05 4.66819e-05 4.36866e-05 4.81948e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.081274999999999986 0.11097000000000001 -0.094359999999999986 -0.078884999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010217335247508733 0.0011782239477107432 0.0010833707113347135 0.0012663977834213571 0.0014999102067800507 0.0013654128002431986 0.0015238323770425269
leaf_count=169 647 247 441 369 1482 555
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internal_weight=0 0.00776066 0.00673892 0.00565555 0.00415564 0.00288925
internal_count=3910 3263 3094 2847 2478 2037
is_linear=0
shrinkage=0.1


Tree=7744
num_leaves=7
num_cat=0
split_feature=1 457 4 2 15 52
split_gain=1.05362e-05 2.47632e-05 2.53317e-05 5.22779e-05 5.28384e-05 2.09545e-05
threshold=0.12864500000000004 0.069705000000000003 -0.076854999999999993 0.091025000000000009 -0.106555 0.086950000000000013
decision_type=2 2 2 2 2 2
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leaf_weight=0.0016165808947855586 0.0011207811320975061 0.001250414956806444 0.0016361148430797797 0.0011093397412789343 0.0011336113661271883 0.0010523797620312846
leaf_count=848 331 313 1010 244 750 414
internal_value=0 -0.00134275 -0.00380522 -0.00896444 0.000950559 0.00369319
internal_weight=0 0.00779844 0.00654803 0.00387907 0.00224295 0.00266896
internal_count=3910 3579 3266 2004 994 1262
is_linear=0
shrinkage=0.1


Tree=7745
num_leaves=8
num_cat=0
split_feature=11 43 1 42 2 3 0
split_gain=3.13512e-05 2.56099e-05 3.86932e-05 4.71771e-05 5.58691e-05 4.13483e-05 3.33158e-05
threshold=0.077330000000000024 -0.17307499999999998 0.10113500000000002 0.084100000000000022 0.097940000000000013 0.12046500000000002 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -3
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.00028452820047070838 -0.00033371285721920307 5.1739836820126276e-05 0.00036958847545060398 -0.00047971461010862509 0.00034746035734330827 -0.00010270196763056258 -0.00039850252231062933
leaf_weight=0.0013169903169566862 0.0010020741919252616 0.0012469897351989954 0.001658310720280979 0.0010849957300691233 0.0011337557693026829 0.0012498163171462385 0.0012808848556542596
leaf_count=233 279 139 540 1335 273 236 875
internal_value=0 3.19653e-05 -1.14878e-05 -0.000120606 -1.41963e-05 0.000166614 -0.0001764
internal_weight=0 0.00897174 0.00765475 0.00474663 0.00366163 0.00290813 0.00252787
internal_count=3910 3631 3398 2622 1287 776 1014
is_linear=0
shrinkage=0.00196078


Tree=7746
num_leaves=8
num_cat=0
split_feature=52 13 43 3 2 15 12
split_gain=1.01626e-05 2.59776e-05 2.65906e-05 4.35612e-05 3.1178e-05 1.67478e-05 8.87418e-06
threshold=0.11401500000000002 -0.094679999999999986 -0.062599999999999989 -0.075679999999999983 0.10869000000000002 -0.088379999999999986 0.089855000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.017584109173361406 -0.008701564229904207 -0.0054671101449777588 0.0074551374709900245 0.020928842647187442 -0.022948213072034401 -0.010317767643101139 0.0043771961824181282
leaf_weight=0.0010167811245655276 0.0011761169275058382 0.0015309308923277742 0.0010484348035846658 0.0010567822291543121 0.0010004793452275725 0.0010726536882673088 0.0010183186139587743
leaf_count=291 647 978 234 363 262 1020 115
internal_value=0 0.00127494 -0.00218292 0.00531259 -0.00839654 -0.00153278 0.0109757
internal_weight=0 0.00774438 0.00570928 0.00258771 0.00312157 0.00212109 0.0020351
internal_count=3910 3263 2857 1341 1516 1254 406
is_linear=0
shrinkage=0.1


Tree=7747
num_leaves=7
num_cat=0
split_feature=4 12 43 3 12 52
split_gain=9.12281e-06 2.00366e-05 2.49221e-05 4.57276e-05 2.97962e-05 4.03908e-05
threshold=0.27608500000000008 -0.023959999999999995 -0.17307499999999998 0.10856000000000002 0.086935000000000012 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.014089710668358516 0.0076637081637218676 0.014801060849980011 -0.014097824382078246 0.01423281669286018 -0.017461741464805721 0.011492521680858842
leaf_weight=0.0010643011933159719 0.0013119651924425055 0.0010524163681094358 0.0011356985736505317 0.0013176271838978119 0.0016731172172056224 0.0013498782322847857
leaf_count=312 441 202 515 150 1763 527
internal_value=0 -0.0013668 0.000707259 -0.00200123 -0.00714477 -0.000200104
internal_weight=0 0.00759304 0.00652874 0.00547632 0.00415869 0.00248558
internal_count=3910 3469 3157 2955 2805 1042
is_linear=0
shrinkage=0.1


Tree=7748
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 2 3
split_gain=3.30421e-05 3.16896e-05 8.91497e-05 5.5186e-05 5.1813e-05 4.07299e-05 3.89554e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.018854999999999997 0.083795000000000022 -0.078884999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00014491041189263959 -0.00033744055652028314 -0.00014145802719804345 0.00056523486782117036 0.00033337955869573417 -0.00010660412320635089 -0.0006383545102545728 0.00032574889444056762
leaf_weight=0.001744791178492972 0.0010599270545830911 0.0014034468185254653 0.001343104597741774 0.0011796326557739854 0.0011522479252972769 0.0010663052895909053 0.0011038431606842113
leaf_count=1580 304 114 591 421 165 184 551
internal_value=0 2.85909e-05 0.000204125 -4.85867e-05 -0.000137508 -0.00036218 3.74696e-05
internal_weight=0 0.00899337 0.00274655 0.00624682 0.00506719 0.00221855 0.00284863
internal_count=3910 3606 705 2901 2480 349 2131
is_linear=0
shrinkage=0.00196078


Tree=7749
num_leaves=7
num_cat=0
split_feature=12 52 16 15 49 13
split_gain=9.66874e-06 2.34691e-05 4.76783e-05 4.63644e-05 4.44241e-05 1.56424e-05
threshold=0.10371500000000002 0.091210000000000013 0.081265000000000018 -0.0071449999999999994 -0.027609999999999996 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.011309833490048384 -0.0089342271818009106 0.011874952899147785 -0.018228970704883898 0.023082669345156986 -0.014923292760598329 0.0056733515673381653
leaf_weight=0.0010134007533559287 0.0010752745127430722 0.0016255227195497287 0.0013523037564715044 0.0010306334508778808 0.0017783135344478264 0.0010338004801059011
leaf_count=320 441 766 555 758 799 271
internal_value=0 0.00117819 -0.00162249 0.00300196 -0.00540059 0.0143647
internal_weight=0 0.00783397 0.00620845 0.00485615 0.00279171 0.00206443
internal_count=3910 3469 2703 2148 1119 1029
is_linear=0
shrinkage=0.1


Tree=7750
num_leaves=7
num_cat=0
split_feature=52 160 0 13 13 3
split_gain=1.12252e-05 2.76033e-05 2.6717e-05 2.19502e-05 3.40252e-05 2.35978e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.16277999999999995 -0.077154999999999987 -0.00088499999999999983
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0080415982676235159 -0.017110652333724316 -0.012210422658418452 0.011767215963277136 0.019470207337067651 -0.0094738319030478729 0.0094729330533312953
leaf_weight=0.0010400405927107944 0.0010696548384502525 0.0010401645845072127 0.0019716584841730569 0.0010518470469988756 0.0016045032789139373 0.0011135930038730256
leaf_count=128 924 127 1062 484 1055 130
internal_value=0 -0.00258097 0.00492657 0.000650095 0.00419844 -0.00171142
internal_weight=0 0.00587976 0.0030117 0.00481011 0.00376994 0.0027181
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=7751
num_leaves=8
num_cat=0
split_feature=11 2 42 3 52 16 2
split_gain=2.06386e-05 2.33879e-05 3.74405e-05 4.91662e-05 3.44817e-05 2.79403e-05 2.27513e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.088669999999999985 -0.078884999999999997 -0.015039999999999998 -0.088144999999999987 0.11339500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5 -6
right_child=-2 4 3 5 6 -7 -8
leaf_value=0.00026806778076904071 -0.00026668144794725286 0.00043879970978338655 -0.00048279767332045704 0.00021202304002927144 0.0002170654071987856 -0.00017574379717379639 -0.00016824660144299872
leaf_weight=0.0010832456208970404 0.0010225786351717647 0.0011027759423210782 0.0011630282359127329 0.0012727577482622493 0.0011448563732179137 0.0016285219260996639 0.0012138388674957359
leaf_count=350 304 419 1352 290 253 608 334
internal_value=0 2.79601e-05 -5.58465e-05 -0.000142178 0.000152589 -5.63498e-06 1.8775e-05
internal_weight=0 0.00860902 0.00514755 0.00406431 0.00346147 0.00290128 0.0023587
internal_count=3910 3606 2600 2250 1006 898 587
is_linear=0
shrinkage=0.00196078


Tree=7752
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.65161e-05 2.33877e-05 5.33994e-05 6.59481e-05 6.83189e-05 3.45199e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00023287518012020549 -0.00030686645938134296 0.00040884442743458236 0.00034876736362459066 -0.000480244239590847 0.00014740332651586992 -0.00028447848794785818
leaf_weight=0.0011310737532307172 0.0010056053458518824 0.0015313229069928002 0.0019458834025782917 0.0010159011393329103 0.0012294314054655123 0.0016891393620926563
leaf_count=371 304 552 585 462 1149 487
internal_value=0 2.97506e-05 6.98292e-05 -2.94759e-05 7.34335e-05 -0.000102551
internal_weight=0 0.00854275 0.00741168 0.00546579 0.00444989 0.00291857
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=7753
num_leaves=7
num_cat=0
split_feature=1 2 3 1 12 3
split_gain=1.07687e-05 2.40156e-05 2.74796e-05 3.94711e-05 1.99181e-05 5.71958e-05
threshold=0.10305000000000002 0.10393500000000001 -0.089974999999999986 0.079945000000000016 0.051320000000000005 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2
right_child=4 -3 3 -5 -6 -7
leaf_value=-0.013481135157463209 0.025559519126987337 -0.015726968520358656 0.017745564207916786 -0.0047286078384209933 -0.0055521673338304401 -0.0064050795093148136
leaf_weight=0.0010404584509269253 0.0011468905717261515 0.0011433453386167271 0.0014057278813461344 0.0017597439725844225 0.0013133728694945781 0.0010935425254327944
leaf_count=572 360 427 1296 685 340 230
internal_value=0 -0.00287583 0.000617636 0.00525176 0.0042258 0.00995778
internal_weight=0 0.00534928 0.00420593 0.00316547 0.00355381 0.00224043
internal_count=3910 2980 2553 1981 930 590
is_linear=0
shrinkage=0.1


Tree=7754
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 0
split_gain=3.0945e-05 2.72868e-05 5.05045e-05 6.81387e-05 6.2006e-05 0.000106116 3.80277e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.000251009382929313 -0.00033031647260801114 0.00018850516545352745 0.0003473537010009841 -0.00048088524274153804 -0.00034403597025780858 0.00065798418496592411 -0.000331723171385567
leaf_weight=0.0011305616881468559 0.0010094555958075199 0.0011545379520298033 0.0019449911379234791 0.0010082193240862651 0.0010082509452864685 0.0012741414987076862 0.001015284724430781
leaf_count=371 304 152 585 462 237 836 963
internal_value=0 3.27219e-05 7.60382e-05 -2.06036e-05 8.36288e-05 0.000208831 -5.49156e-05
internal_weight=0 0.00853599 0.00740543 0.00546043 0.00445222 0.00344396 0.00216982
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=7755
num_leaves=8
num_cat=0
split_feature=157 160 133 160 43 2 1
split_gain=3.37436e-05 4.05238e-05 8.27918e-05 3.81403e-05 6.64462e-05 9.52565e-05 0.000108201
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 -0.089949999999999988 0.106035 0.086720000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00032711971922363031 -0.00036688166979700443 -0.0005114322016397428 -0.00017866686715721828 -0.0002610740453470863 0.001034461955768857 -6.8466353003260728e-05 0.00017368724698596944
leaf_weight=0.0010481471450433369 0.0012849650730012837 0.0010145963489536381 0.0016281499467701256 0.0010042553275819276 0.0010011302345312 0.0016351288165644688 0.0012784001918666802
leaf_count=563 828 860 345 275 280 353 406
internal_value=0 -4.49535e-05 9.75222e-06 9.052e-05 0.000154222 0.000292675 0.000551725
internal_weight=0 0.00884663 0.00756166 0.00654706 0.00554281 0.00391466 0.00227953
internal_count=3910 3347 2519 1659 1384 1039 686
is_linear=0
shrinkage=0.00196078


Tree=7756
num_leaves=8
num_cat=0
split_feature=11 16 2 0 0 0 4
split_gain=4.70663e-05 4.48137e-05 5.90741e-05 7.85447e-05 4.05479e-05 4.97176e-05 2.8082e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 -0.029849999999999998 -0.07773999999999999 -0.10575999999999998 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00031255137994927142 -0.00041005775284676314 0.00022387358112629281 0.00061143241310666874 -0.00041608672068135154 0.00044659566966300066 -0.00025871849274709715 0.00015212288159626567
leaf_weight=0.0012177288917760128 0.0010035164354499299 0.0018609332546857228 0.0010072965010987697 0.0013883869286779931 0.0010909915158058992 0.0014683489591015562 0.001040325271421577
leaf_count=385 279 230 286 206 530 1695 299
internal_value=0 3.74493e-05 9.16997e-05 -9.25041e-06 0.000118535 1.10308e-05 0.000378073
internal_weight=0 0.00907401 0.00785628 0.00580866 0.00442027 0.00332928 0.00204762
internal_count=3910 3631 3246 2661 2455 1925 585
is_linear=0
shrinkage=0.00196078


Tree=7757
num_leaves=8
num_cat=0
split_feature=11 2 1 150 0 16 47
split_gain=3.34036e-05 3.33443e-05 4.37904e-05 2.65068e-05 4.17991e-05 4.64133e-05 2.1382e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.090355000000000005 0.083435000000000023 -0.11756999999999999 0.15100500000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -4
right_child=-2 3 6 -5 5 -7 -8
leaf_value=-0.00035080092971604261 -0.0003367367594614304 -0.00019624619554867588 0.00027597147361398664 0.00038867895410657483 0.00049618960174262292 -3.9131841673679309e-05 -0.00012062461629212964
leaf_weight=0.001618627819012064 0.0010455725872291011 0.0015394048033752212 0.0010511872612173226 0.0012106695885620144 0.0011834849251820946 0.0013141109068048166 0.0010394772385741199
leaf_count=1336 304 246 500 239 789 324 172
internal_value=0 3.36234e-05 -0.000108674 0.000134206 5.78912e-05 0.00021453 7.87841e-05
internal_weight=0 0.00895696 0.00370929 0.00524767 0.004037 0.0024976 0.00209066
internal_count=3910 3606 2008 1598 1359 1113 672
is_linear=0
shrinkage=0.00196078


Tree=7758
num_leaves=7
num_cat=0
split_feature=160 133 43 43 1 4
split_gain=1.01542e-05 3.03489e-05 3.79638e-05 5.80241e-05 2.54251e-05 4.47716e-05
threshold=0.090735000000000024 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 0.11198000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.00048335038071410202 -0.0095454031026652626 -0.014449785118027893 0.004017267603345062 0.03115529957611788 0.0094383087620415335 -0.020018996494112845
leaf_weight=0.0012711777034277632 0.0010011372811915302 0.0010791726565092287 0.0017290628747346237 0.001065551285651509 0.0014039548314761733 0.0014043534665207883
leaf_count=247 376 844 1016 733 325 369
internal_value=0 0.00114074 0.00358832 0.0139439 -0.00174477 -0.00675545
internal_weight=0 0.00795327 0.0068741 0.00233673 0.00453737 0.00313342
internal_count=3910 3534 2690 980 1710 1385
is_linear=0
shrinkage=0.1


Tree=7759
num_leaves=8
num_cat=0
split_feature=11 48 0 2 43 2 1
split_gain=2.47168e-05 3.2023e-05 8.01385e-05 3.50648e-05 3.62671e-05 4.13906e-05 3.09888e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.17307499999999998 0.085255000000000011 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00019384137328078355 -0.0002916850429945597 -0.00012594382317764866 0.00054913188974973462 0.0002551486964424738 -0.00026751406297870195 -0.00043145412244739468 0.00021650993864730369
leaf_weight=0.0010702138228238832 0.0010523480240734627 0.001384631888530885 0.0013211621443495773 0.0011502676977410446 0.0010065187137766303 0.0017951309180616378 0.0010278932243272983
leaf_count=151 304 114 591 421 754 1220 355
internal_value=0 2.63621e-05 0.000203676 -5.29394e-05 -0.000125266 -0.000214445 -2.29594e-05
internal_weight=0 0.00875582 0.00270579 0.00605002 0.00489976 0.00382954 0.00203441
internal_count=3910 3606 705 2901 2480 2329 1109
is_linear=0
shrinkage=0.00196078


Tree=7760
num_leaves=7
num_cat=0
split_feature=11 3 47 1 13 3
split_gain=2.51124e-05 2.72895e-05 2.89303e-05 4.0899e-05 4.60318e-05 4.21885e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.088010000000000019 -1.0000000180025095e-35 0.045635000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.0003199520178300034 -0.00029362867955899142 -0.00033085350652885687 -0.00024720836220954074 0.00048385790006096264 0.00018967246649965135 2.1714900498561348e-05
leaf_weight=0.001098210312110116 0.0010234553197077311 0.0016463863301314874 0.0015747337692431839 0.0012482424187227419 0.001082740939341117 0.0019394464767307968
leaf_count=222 304 1586 371 709 386 332
internal_value=0 3.12963e-05 -1.10187e-05 5.18421e-05 -0.000124343 0.000202682
internal_weight=0 0.00858976 0.00749155 0.00591682 0.00272913 0.00318769
internal_count=3910 3606 3384 3013 1972 1041
is_linear=0
shrinkage=0.00196078


Tree=7761
num_leaves=8
num_cat=0
split_feature=50 4 40 47 16 52 3
split_gain=1.05909e-05 2.77777e-05 3.16114e-05 3.44262e-05 3.94403e-05 5.73028e-05 4.43579e-05
threshold=0.082310000000000008 0.28937500000000005 -1.0000000180025095e-35 0.092255000000000018 -0.19424999999999998 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.017282750988720154 -0.0094749229006609471 0.016199911802669772 -0.019065968510352641 0.018276318504705322 -0.021827849424845447 0.020546662203609182 0.005280424405468824
leaf_weight=0.0010306328352541576 0.0010533993559089091 0.0010677503259312006 0.0010415855222910505 0.0010327518761557714 0.0010191038996880042 0.0012365742740896722 0.001480593198358659
leaf_count=269 747 396 187 250 896 959 206
internal_value=0 0.00119891 -0.00114238 0.00172045 -0.00185817 0.00293897 -0.00577137
internal_weight=0 0.00790899 0.00684124 0.00581061 0.00477786 0.00373627 0.0024997
internal_count=3910 3163 2767 2498 2248 2061 1102
is_linear=0
shrinkage=0.1


Tree=7762
num_leaves=8
num_cat=0
split_feature=157 160 133 43 15 0 15
split_gain=3.38803e-05 4.6956e-05 9.92613e-05 4.70976e-05 5.9939e-05 9.41816e-05 5.34538e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.070805000000000021 -0.053579999999999996 -0.15517999999999996 0.041585000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
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leaf_weight=0.0010324208008397765 0.0013631625687414431 0.001044059728026828 0.0013646743036633741 0.001020639595201254 0.0016424016261286493 0.0017310301059390155 0.0010325337245067159
leaf_count=517 856 847 117 101 358 577 537
internal_value=0 -4.67142e-05 1.17193e-05 9.82515e-05 2.95798e-05 0.000215339 -0.000185399
internal_weight=0 0.0091985 0.00783534 0.00679128 0.00577064 0.0030957 0.00267494
internal_count=3910 3393 2537 1690 1589 694 895
is_linear=0
shrinkage=0.00196078


Tree=7763
num_leaves=7
num_cat=0
split_feature=52 13 3 0 2 42
split_gain=1.03824e-05 2.78456e-05 3.0335e-05 3.67921e-05 3.38445e-05 1.33069e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.018854999999999997 -0.13027499999999997 0.086875000000000022 0.085330000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.016679351563180029 -0.0087853048509993498 -0.0050704688333172605 -0.00056231835438250654 -0.024123766983765373 0.021850684203762932 0.0055765523751261066
leaf_weight=0.0010191154891064829 0.0011829086344571213 0.001820746854752761 0.0019156588247074744 0.0010133269057815203 0.0010096198060262518 0.0010001653285676068
leaf_count=169 647 1181 243 366 774 530
internal_value=0 0.00127041 -0.00105276 -0.00871376 0.00480516 0.0137519
internal_weight=0 0.00777863 0.00675952 0.00292899 0.00383053 0.00200979
internal_count=3910 3263 3094 609 2485 1304
is_linear=0
shrinkage=0.1


Tree=7764
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 48
split_gain=2.54195e-05 2.27503e-05 6.34308e-05 2.59324e-05 3.89905e-05 2.57934e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 -0.053579999999999996 -0.09547499999999999 -1.0000000180025095e-35 0.086215000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00054749868112703433 -0.00029783438026263651 0.00015208292792609832 -4.617841144025758e-05 0.00018116956535123914 -0.0004042369151513265 -0.00021312286568505711
leaf_weight=0.0010705012021483282 0.0010403171901243189 0.0017486600416740852 0.0019565587063948434 0.0014390665197413139 0.0013550669880745417 0.001145702331184674
leaf_count=811 304 336 910 344 998 207
internal_value=0 2.64424e-05 0.000163772 -4.66357e-05 -0.000134835 6.39891e-06
internal_weight=0 0.00871556 0.00302706 0.0056885 0.00393984 0.00258477
internal_count=3910 3606 1721 1885 1549 551
is_linear=0
shrinkage=0.00196078


Tree=7765
num_leaves=7
num_cat=0
split_feature=1 0 15 151 2 3
split_gain=1.10444e-05 2.59377e-05 1.52684e-05 3.3339e-05 5.76046e-05 2.53036e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.017156220484804072 -0.010656236222695063 0.0024216039014774014 -0.007585270028780189 -0.0038849355964812489 0.032033263077548405 0.0096677252468806412
leaf_weight=0.0011085024394428141 0.0010793999488179738 0.0017372600987849043 0.0012372219346789386 0.0017758190283041694 0.0010066499081179993 0.0010168060765399006
leaf_count=1642 318 366 571 488 366 159
internal_value=0 -0.00520449 0.00233662 0.00485279 0.00925901 0.0207944
internal_weight=0 0.00284576 0.0061159 0.00487867 0.00379928 0.00202346
internal_count=3910 2008 1902 1331 1013 525
is_linear=0
shrinkage=0.1


Tree=7766
num_leaves=7
num_cat=0
split_feature=52 12 52 4 1 0
split_gain=9.11341e-06 2.33839e-05 3.82885e-05 3.82584e-05 4.7534e-05 4.7642e-05
threshold=0.11401500000000002 0.097345000000000015 0.067395000000000024 -0.049279999999999997 0.11097000000000001 -0.10783
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.020199160367480033 -0.0082255554391593919 0.012011812812716641 0.015889909805178421 0.017819150679359057 -0.016527958098422037 -0.0098631931968073128
leaf_weight=0.0012693990487570557 0.001183369366136197 0.0015894283421534813 0.0010416740341189536 0.001643138720099102 0.0012185292804659923 0.0010001112296817005
leaf_count=699 647 532 601 280 364 787
internal_value=0 0.00119533 -0.00158977 -0.0051383 -0.000187674 0.00734514
internal_weight=0 0.00776228 0.00617285 0.00513118 0.00386178 0.00264325
internal_count=3910 3263 2731 2130 1431 1067
is_linear=0
shrinkage=0.1


Tree=7767
num_leaves=6
num_cat=0
split_feature=1 0 12 47 4
split_gain=1.02435e-05 2.21194e-05 1.7474e-05 4.45591e-05 5.95938e-05
threshold=0.076710000000000014 -0.070894999999999986 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.016061949535959838 0.013824524543461655 0.002044870706847291 -0.0080735466923329679 -0.01663202162353029 0.017111829830931704
leaf_weight=0.0011052181168812814 0.0010767222696519601 0.0017318647788070463 0.00178279462606861 0.0012433943821740616 0.0019862555767743524
leaf_count=1642 450 366 880 263 309
internal_value=0 -0.00500885 0.00226632 -0.000216495 0.00519892
internal_weight=0 0.00283708 0.00608917 0.00501244 0.00376905
internal_count=3910 2008 1902 1452 1189
is_linear=0
shrinkage=0.1


Tree=7768
num_leaves=8
num_cat=0
split_feature=157 160 49 49 12 12 0
split_gain=1.83952e-05 5.40493e-05 2.88011e-05 3.45237e-05 4.34676e-05 2.91664e-05 1.30091e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.081629999999999994 0.089635000000000006 0.086865000000000012 0.094045000000000004 -0.13870499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00024355324430937311 -0.000418661423037297 0.00031651209009795771 -0.00010237425535871407 0.00030369360695078841 0.00034992616617911775 -8.0776848685353616e-05 -0.00038870170398758305
leaf_weight=0.0010145114767839717 0.0012140355889490367 0.0011266450991038075 0.0010250532720287725 0.0010228780408689719 0.0010051806008292391 0.0015164139565657802 0.0015069614383993214
leaf_count=587 813 192 174 387 620 528 609
internal_value=0 -3.59362e-05 2.85693e-05 -2.48183e-05 -9.13109e-05 9.09138e-05 -0.000272786
internal_weight=0 0.00841717 0.00720313 0.00607649 0.00505361 0.00252159 0.00253201
internal_count=3910 3323 2510 2318 1931 1148 783
is_linear=0
shrinkage=0.00196078


Tree=7769
num_leaves=8
num_cat=0
split_feature=11 160 133 16 151 3 16
split_gain=4.73215e-05 3.05209e-05 3.67172e-05 5.26431e-05 5.15956e-05 6.80509e-05 3.20644e-05
threshold=0.077330000000000024 0.090735000000000024 0.087895000000000015 -0.42360999999999993 -0.0074049999999999993 0.076695000000000013 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00026903470217615069 -0.00041066621121826056 -0.00027168944549956203 -0.00024455952292817156 0.00059588230414891607 8.5687702306330151e-05 -0.00018524751283126106 0.00049473125267060904
leaf_weight=0.0010515627969488288 0.0010016849014933575 0.0010753239031225893 0.0011465948721769694 0.0010733052329311276 0.0013968335165543552 0.0017634564004560798 0.0015592466026379613
leaf_count=259 279 364 819 349 906 275 659
internal_value=0 3.84407e-05 8.01739e-05 0.000134574 0.000207841 0.000119593 0.000301446
internal_weight=0 0.00906632 0.007991 0.0068444 0.00579284 0.00471954 0.00295608
internal_count=3910 3631 3267 2448 2189 1840 1565
is_linear=0
shrinkage=0.00196078


Tree=7770
num_leaves=7
num_cat=0
split_feature=11 1 13 15 3 0
split_gain=3.82914e-05 3.09982e-05 4.81385e-05 5.5074e-05 6.88328e-05 3.11876e-05
threshold=0.077330000000000024 1.0000000180025095e-35 -0.0024749999999999993 -1.0000000180025095e-35 0.11265500000000002 0.047345000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00029773468008666398 -0.00036744739179355357 0.00036867528299758511 0.00035705146966651916 -0.0004022822273361678 -0.00024545055484613337 9.4867099188136544e-05
leaf_weight=0.0017486484595996897 0.0010102047115341161 0.0019683390311862857 0.0018979924915084089 0.001008381798057764 0.0011836610432123668 0.0014013414739063091
leaf_count=1896 279 1020 286 245 97 87
internal_value=0 3.46948e-05 0.000116727 -4.524e-06 0.000125631 -0.000123077
internal_weight=0 0.00920836 0.00605837 0.00409004 0.00308165 0.00314999
internal_count=3910 3631 1648 628 383 1983
is_linear=0
shrinkage=0.00196078


Tree=7771
num_leaves=7
num_cat=0
split_feature=15 151 12 16 3 16
split_gain=1.00319e-05 3.1284e-05 3.69792e-05 7.59649e-05 6.51338e-05 6.05213e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 -0.088024999999999978 0.032820000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
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leaf_value=-0.0071461788143921236 0.017354581142652519 -0.028792208008477163 0.027097370394354298 0.019942873968303514 -0.0044433238359441454 -0.012583068461826117
leaf_weight=0.001632189328795804 0.0010665251739278006 0.0011714262779558412 0.0010480743442267909 0.0010662382129390416 0.001744561594100267 0.0012343182804428051
leaf_count=614 487 332 446 485 1300 246
internal_value=0 0.00152253 -0.00117281 -0.00806329 0.00739388 0.00249172
internal_weight=0 0.00733114 0.00626462 0.00347198 0.00279264 0.00230056
internal_count=3910 3296 2809 1063 1746 731
is_linear=0
shrinkage=0.1


Tree=7772
num_leaves=7
num_cat=0
split_feature=1 12 52 15 3 3
split_gain=1.09749e-05 2.48854e-05 2.90348e-05 3.63683e-05 5.68007e-05 3.43669e-05
threshold=0.12864500000000004 0.10129000000000001 -0.092854999999999979 -0.095799999999999982 0.086245000000000016 -0.08348499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.014737557004116025 0.0091897408255315807 -0.016043891778298132 -0.0073839563378267263 0.011291216847963494 0.028740737256693485 -0.011475909366582384
leaf_weight=0.001022884286155097 0.0011237866300301503 0.0010079213118042753 0.0019957452572659552 0.0015547413095553207 0.0010756840591027786 0.0011559793178929885
leaf_count=611 331 438 478 879 150 1023
internal_value=0 -0.00137942 0.000792597 0.00353994 0.00929773 0.00158224
internal_weight=0 0.00781296 0.00680503 0.00578215 0.0037864 0.00271072
internal_count=3910 3579 3141 2530 2052 1902
is_linear=0
shrinkage=0.1


Tree=7773
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 0 16
split_gain=2.65654e-05 2.92675e-05 0.000100652 4.93714e-05 3.47644e-05 3.4093e-05 6.25035e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.090325000000000003 -0.06402999999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00010900292372469226 -0.00030216043614474038 -0.00016730438137048709 0.00059343398802608649 0.00031985786544364844 -0.00042790342093779898 0.00020687422106376971 -0.00052661142264992229
leaf_weight=0.0013084553710996879 0.0010266239486875607 0.0013770610923709153 0.0012998499214833051 0.0011611299289488149 0.0011510470704968346 0.0013799348752219407 0.0010905651565471528
leaf_count=718 304 114 591 421 157 220 1385
internal_value=0 3.12089e-05 0.000202094 -4.3891e-05 -0.000129562 -3.86894e-05 -0.00017994
internal_weight=0 0.00876804 0.00267691 0.00609113 0.00493 0.00377896 0.00239902
internal_count=3910 3606 705 2901 2480 2323 2103
is_linear=0
shrinkage=0.00196078


Tree=7774
num_leaves=8
num_cat=0
split_feature=157 160 133 150 133 2 2
split_gain=3.14239e-05 6.35861e-05 0.00011407 4.38282e-05 4.4483e-05 8.00977e-05 8.38946e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.090695000000000012 0.087330000000000019 0.10796500000000002 0.086875000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.0003249297829190369 -0.00043533466446147326 -0.00057557109660065552 0.00019312552835508344 -0.00024014935526503689 -0.0001286164911427768 -0.00015062936101703934 0.00085159258375018261
leaf_weight=0.0010080343960490101 0.0013331733527602377 0.0010379201970599919 0.0018824452429812167 0.0010674484279470939 0.0012687262587200978 0.0011583931526997974 0.0012299996726628268
leaf_count=517 856 847 372 183 634 246 255
internal_value=0 -4.01845e-05 2.87244e-05 0.000123655 0.000193759 0.000289526 0.000453344
internal_weight=0 0.00897811 0.00764493 0.00660701 0.00553956 0.00427084 0.00311244
internal_count=3910 3393 2537 1690 1507 873 627
is_linear=0
shrinkage=0.00196078


Tree=7775
num_leaves=7
num_cat=0
split_feature=160 133 43 43 1 4
split_gain=1.10169e-05 2.36735e-05 3.5327e-05 5.5922e-05 2.31471e-05 3.56268e-05
threshold=0.090735000000000024 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 0.11198000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.00082659209808013518 -0.0099411881121920578 -0.0125057392249179 0.003011506976168114 0.030238149533822412 0.0088304059661198139 -0.018499380752065083
leaf_weight=0.0012691977892043279 0.0010001201184974854 0.0010885656078960769 0.0017230922775505117 0.0010663815317238754 0.0014131277121151474 0.0013919001092876674
leaf_count=247 376 844 1016 733 325 369
internal_value=0 0.00119479 0.00336766 0.013357 -0.00178478 -0.0066004
internal_weight=0 0.00795227 0.0068637 0.00233558 0.00452812 0.00311499
internal_count=3910 3534 2690 980 1710 1385
is_linear=0
shrinkage=0.1


Tree=7776
num_leaves=7
num_cat=0
split_feature=51 484 457 1 0 15
split_gain=1.02713e-05 2.95292e-05 2.63156e-05 5.10985e-05 7.46161e-05 3.43709e-05
threshold=0.092720000000000011 0.073820000000000011 0.041935000000000007 0.11561500000000001 -0.10209999999999998 0.035895000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.027186574519023739 -0.0093818974538367652 0.016462513932677485 0.013714952288241579 0.013446919146817822 -0.0078614470754076547 0.014477620529564398
leaf_weight=0.0014937690217195743 0.001040631798662311 0.0010907258023423296 0.0010007199954470154 0.0013202545178700887 0.0019122778311927236 0.0010764580261136765
leaf_count=380 429 457 248 331 918 1147
internal_value=0 0.00118759 -0.00126127 -0.003844 -0.00893679 0.000184453
internal_weight=0 0.00789421 0.00680348 0.00580276 0.0044825 0.00298874
internal_count=3910 3481 3024 2776 2445 2065
is_linear=0
shrinkage=0.1


Tree=7777
num_leaves=7
num_cat=0
split_feature=49 47 15 2 16 13
split_gain=1.08282e-05 2.46502e-05 5.38731e-05 2.84245e-05 4.12906e-05 4.67317e-05
threshold=0.10251500000000001 0.09252500000000001 -0.097269999999999981 0.11005500000000001 0.15100500000000003 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.020699405485997982 0.0097253666596775791 -0.013517715102474629 0.011556901302226606 0.010968142048942801 -0.023136950359209062 -0.013025180979546204
leaf_weight=0.0011710182814785785 0.001007144489075411 0.0013631044401239932 0.001539233439936692 0.0011496708161347815 0.0011289501233333666 0.0015542269627747518
leaf_count=483 408 303 1582 347 254 533
internal_value=0 -0.00128414 0.00126444 -0.00297204 -0.00676765 -0.000793713
internal_weight=0 0.0079062 0.0065431 0.00537208 0.00422241 0.00309346
internal_count=3910 3502 3199 2716 2369 2115
is_linear=0
shrinkage=0.1


Tree=7778
num_leaves=6
num_cat=0
split_feature=160 49 52 43 2
split_gain=1.08515e-05 2.76271e-05 2.87648e-05 5.39575e-05 5.01195e-05
threshold=-1.0000000180025095e-35 -0.081629999999999994 0.091210000000000013 -0.078844999999999985 0.099015000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0066647342143601523 0.01624340610116233 -0.023057034166130037 0.011671825055066783 -0.0083336774944435098 0.016909343459205257
leaf_weight=0.001933132071745257 0.0011131950637875291 0.0011923717842164646 0.0013805089237168243 0.0019615213375899212 0.0013130699479965095
leaf_count=1218 219 634 398 984 457
internal_value=0 0.00180429 -0.000944517 -0.00484358 0.00178846
internal_weight=0 0.00696067 0.00584747 0.00446696 0.00327459
internal_count=3910 2692 2473 2075 1441
is_linear=0
shrinkage=0.1


Tree=7779
num_leaves=7
num_cat=0
split_feature=51 484 1 49 0 3
split_gain=1.11194e-05 2.41056e-05 1.80147e-05 2.9387e-05 4.02482e-05 5.06804e-05
threshold=0.092720000000000011 0.073820000000000011 0.11561500000000001 -0.047894999999999993 -0.10303999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.0093031323995423684 -0.0097498197619539147 0.015089572083144334 0.0091474678367972229 -0.022340085495826632 -0.016257769362610957 0.011177902021350501
leaf_weight=0.0013268127441585717 0.0010397789834958185 0.0010852291740017384 0.0013966300078900378 0.0012996126833906469 0.0012074439894830709 0.0015220144727072162
leaf_count=305 429 457 349 326 1412 632
internal_value=0 0.00125596 -0.000967304 -0.00360489 -0.00785563 -0.000958951
internal_weight=0 0.00783774 0.00675251 0.00535588 0.00402907 0.00272946
internal_count=3910 3481 3024 2675 2370 2044
is_linear=0
shrinkage=0.1


Tree=7780
num_leaves=8
num_cat=0
split_feature=11 1 3 15 0 0 133
split_gain=2.35696e-05 2.04996e-05 4.50895e-05 6.34965e-05 3.87475e-05 3.4671e-05 4.82269e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.015794999999999997 -0.074174999999999977 -0.18901999999999997 -0.084074999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00035155637334944212 -0.00028508589506071882 0.00039454879770533689 -5.0971006501738977e-05 -0.00032015955295506757 0.0004822393439656256 0.00029822615226473182 -0.00025463408619264048
leaf_weight=0.0012352913498216069 0.0010362181138556274 0.0014943786370175791 0.0010741727528166545 0.0014909947213401008 0.0010229578829373011 0.0013577198609161741 0.0010965580636948641
leaf_count=1128 304 748 86 248 316 512 568
internal_value=0 2.76126e-05 0.000108373 -1.08127e-05 0.000209123 -8.3638e-05 5.12112e-05
internal_weight=0 0.00877207 0.0050825 0.00358813 0.00209713 0.00368957 0.00245428
internal_count=3910 3606 1398 650 402 2208 1080
is_linear=0
shrinkage=0.00196078


Tree=7781
num_leaves=8
num_cat=0
split_feature=4 12 49 12 0 160 12
split_gain=3.97204e-05 4.45485e-05 4.11731e-05 6.71626e-05 6.32258e-05 4.4353e-05 4.03537e-05
threshold=0.27608500000000008 -0.036459999999999992 -0.0057999999999999987 0.051320000000000005 -0.053834999999999994 0.069910000000000014 0.091475000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00042914838153001555 0.0002932026197298273 -0.00047929616997495071 0.00039493302888152443 -0.00012810563909978361 -0.00041588460040076528 7.030136003982455e-05 0.00041308022674958224
leaf_weight=0.0010757886860342054 0.0014664392375553408 0.0012110538456547373 0.0018390425663958833 0.0010813249060901814 0.0012725390629315294 0.001057490396669844 0.0010384432544690296
leaf_count=300 441 391 264 1232 258 160 864
internal_value=0 -5.60046e-05 -2.48065e-06 9.31893e-05 -7.03925e-05 -0.000223099 0.000137013
internal_weight=0 0.00857568 0.00749989 0.00523135 0.00339231 0.00226854 0.00211977
internal_count=3910 3469 3169 2618 2354 551 2096
is_linear=0
shrinkage=0.00196078


Tree=7782
num_leaves=8
num_cat=0
split_feature=52 13 2 48 43 12 12
split_gain=1.04079e-05 2.69646e-05 2.71803e-05 5.77938e-05 3.36292e-05 4.85378e-05 5.73643e-06
threshold=0.11401500000000002 -0.094679999999999986 0.11230000000000001 0.083775000000000002 -0.17307499999999998 0.084100000000000022 0.089855000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.016507499615166225 -0.008764566541030569 0.0087152388209823291 -0.016902224161951803 0.018466256713418196 0.0011824038788118413 -0.028136426864241372 0.0058484812650613453
leaf_weight=0.0010196491799962255 0.0011846962373884369 0.0010494890566595193 0.0010321536313319651 0.0013505597033638887 0.0011719189249252402 0.0010897095324604636 0.0010001468278931502
leaf_count=291 647 154 382 404 459 1458 115
internal_value=0 0.0013025 -0.00221893 0.00103213 -0.00607901 -0.0129441 0.0112295
internal_weight=0 0.00771363 0.00569383 0.00466168 0.00331112 0.00226163 0.0020198
internal_count=3910 3263 2857 2475 2071 1917 406
is_linear=0
shrinkage=0.1


Tree=7783
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 0
split_gain=1.69055e-05 2.19806e-05 5.05667e-05 7.0476e-05 6.52349e-05 9.57461e-05 3.80286e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00023286048075280518 -0.00024492967901135047 0.00018760838362858116 0.00032778996449652728 -0.00050393061935932975 -0.00036401481114519535 0.00062317505730505687 -0.00032863000796076253
leaf_weight=0.0011375261800009714 0.0010266386312406421 0.0011869027905873036 0.0019884187326357772 0.0010140593381404907 0.0010359425672517028 0.0012793307825429887 0.0010201651651796503
leaf_count=371 304 152 585 462 237 836 963
internal_value=0 2.11776e-05 5.95805e-05 -3.67479e-05 6.801e-05 0.000196381 -5.10107e-05
internal_weight=0 0.00866235 0.00752482 0.0055364 0.00452234 0.0034864 0.00220707
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=7784
num_leaves=8
num_cat=0
split_feature=11 160 133 43 2 52 4
split_gain=2.45704e-05 2.55024e-05 2.38134e-05 4.95618e-05 3.3091e-05 2.26808e-05 5.07217e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.087895000000000015 -0.06705499999999999 1.0000000180025095e-35 0.071660000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=0.00011503438682004278 -0.00029353182088675932 -0.00026132304193238459 -0.00019939098054371342 0.00020790506075709601 0.00060419242911985524 0.00021782597580997893 -0.00030908802445269617
leaf_weight=0.0010641785294531665 0.0010122885786438387 0.0010186866956112964 0.0010829246640663946 0.0012311376709436212 0.0010626436874441214 0.0012248538040530743 0.0017909561495535711
leaf_count=344 304 362 816 477 564 607 436
internal_value=0 2.96775e-05 6.94322e-05 0.000115106 0.000359437 -7.25188e-06 -9.84759e-05
internal_weight=0 0.00847538 0.00745669 0.00637377 0.00212682 0.00424695 0.00302209
internal_count=3910 3606 3244 2428 908 1520 913
is_linear=0
shrinkage=0.00196078


Tree=7785
num_leaves=9
num_cat=0
split_feature=11 43 15 4 47 48 0 43
split_gain=3.84737e-05 3.45871e-05 7.34166e-05 5.82605e-05 2.93978e-05 4.30763e-05 5.43466e-05 6.02371e-05
threshold=0.077330000000000024 -0.049504999999999987 -0.053579999999999996 -0.076854999999999993 0.092255000000000018 0.086125000000000021 -0.15291499999999997 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 -8
right_child=-2 4 3 -5 -6 -7 7 -9
leaf_value=0.00058499756537869132 -0.00037117875047625146 0.00034020440625734551 0.00030148700040537031 -0.00035735264726055583 0.00022956145946858244 -0.00045556072035380312 -0.00047911276705113579 0.00011419751654284779
leaf_weight=0.0011650125233661482 0.0010331065126311005 0.00111339707049976 0.0010236154238683604 0.0010406410635244901 0.0010996874878618631 0.0011586693802445808 0.001290092551897088 0.001342553240275999
leaf_count=811 279 148 334 583 184 223 801 547
internal_value=0 2.78179e-05 0.000191455 -3.06498e-05 -6.01891e-05 -0.000125154 -2.29578e-05 -0.000176546
internal_weight=0 0.00923367 0.00322927 0.00206426 0.0060044 0.00490471 0.00374604 0.00263265
internal_count=3910 3631 1728 917 1903 1719 1496 1348
is_linear=0
shrinkage=0.00196078


Tree=7786
num_leaves=7
num_cat=0
split_feature=47 43 16 16 0 151
split_gain=1.04018e-05 3.24727e-05 6.09e-05 4.36906e-05 3.69302e-05 1.5755e-05
threshold=0.10436500000000001 -0.17307499999999998 0.15100500000000003 -0.008069999999999999 -0.13506999999999997 -0.0074049999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.015135311945206698 0.0075087834055390726 -0.0048122970455316359 -0.023761091504724607 0.017642595139991564 0.0056355675408086151 -0.02232803834230427
leaf_weight=0.0010032244919945428 0.0015107753156346658 0.0010154749176181804 0.0012763865545073246 0.0011683428319941439 0.0019140625235714104 0.0010388965996277603
leaf_count=251 290 135 480 621 1896 237
internal_value=0 -0.00159486 -0.00421199 0.000645568 -0.00435851 -0.01367
internal_weight=0 0.00741639 0.00641316 0.00513678 0.00396843 0.00205437
internal_count=3910 3620 3369 2889 2268 372
is_linear=0
shrinkage=0.1


Tree=7787
num_leaves=8
num_cat=0
split_feature=12 0 47 13 15 51 0
split_gain=2.26138e-05 2.48532e-05 4.47342e-05 3.67998e-05 3.79958e-05 2.73279e-05 1.7589e-05
threshold=0.10673000000000001 -0.017269999999999997 1.0000000180025095e-35 -0.09547499999999999 1.0000000180025095e-35 0.024995000000000003 -0.10462499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=0.0003992376356608242 -0.00028830684247736684 0.00024191564865886652 -0.00045490841626341113 0.00029149875075790122 -0.00026914287015858152 -0.00012014724413050771 -9.6141512201787087e-05
leaf_weight=0.001037789623779717 0.0010268791527565683 0.0015796644406363995 0.0010203058611824205 0.0015569162808519927 0.0014475846581552252 0.0010303845173748932 0.0010830979949157217
leaf_count=339 367 379 148 955 1212 187 323
internal_value=0 1.92591e-05 -2.97541e-05 6.99353e-05 -1.47627e-05 0.000127562 -0.00027017
internal_weight=0 0.00875574 0.00717608 0.00507268 0.00403489 0.0025873 0.0021034
internal_count=3910 3543 3164 2693 2354 1142 471
is_linear=0
shrinkage=0.00196078


Tree=7788
num_leaves=8
num_cat=0
split_feature=11 3 49 2 15 2 4
split_gain=2.74272e-05 3.36668e-05 2.68699e-05 4.06925e-05 3.52755e-05 3.37145e-05 2.95127e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.006494999999999999 0.093815000000000009 -0.073314999999999991 0.11339500000000001 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -5 -4
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00032780669676672498 -0.00031726287554070251 4.6843574386612883e-05 8.425994255361111e-05 0.00042957655149713765 -0.00044997783751374022 -2.034016038988442e-05 -0.00030497725414892083
leaf_weight=0.0012144038153990054 0.0010057128059263792 0.0010761404715712328 0.0015277405992929747 0.0014360922887817471 0.001122667331086838 0.0011556294143146646 0.0014691210420048439
leaf_count=247 279 259 1380 488 397 420 440
internal_value=0 2.41518e-05 -2.32017e-05 4.90437e-05 -0.000206824 0.000228962 -0.000106552
internal_weight=0 0.00900179 0.00778739 0.00558858 0.00219881 0.00259172 0.00299686
internal_count=3910 3631 3384 2728 656 908 1820
is_linear=0
shrinkage=0.00196078


Tree=7789
num_leaves=8
num_cat=0
split_feature=50 4 12 3 133 13 16
split_gain=4.60393e-05 6.25908e-05 6.86905e-05 6.65182e-05 6.82043e-05 0.000103839 5.30074e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.10666500000000002 1.0000000180025095e-35 0.0015650000000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00049147341285116707 -0.00039138738905088253 0.00044694069306188864 -0.00041853114868446647 0.00038791247047862483 -0.00050672328229735058 0.00048898854661361731 9.1297836901206922e-05
leaf_weight=0.0010444052973112286 0.0010530648896716456 0.0012647899118536669 0.0014941956661905387 0.0016842044894538732 0.0010509392651063309 0.0014126525500675166 0.0016497229825142858
leaf_count=270 689 396 587 134 909 321 604
internal_value=0 4.04958e-05 -2.11716e-05 4.61905e-05 -5.6445e-05 4.74084e-05 -0.000151006
internal_weight=0 0.00960091 0.00833612 0.00729171 0.00560751 0.00455657 0.00314392
internal_count=3910 3221 2825 2555 2421 1512 1191
is_linear=0
shrinkage=0.00196078


Tree=7790
num_leaves=8
num_cat=0
split_feature=160 50 133 16 48 13 2
split_gain=1.07043e-05 2.19117e-05 3.1148e-05 3.30108e-05 3.85765e-05 3.12442e-05 2.46948e-05
threshold=0.090735000000000024 0.082310000000000008 0.08493500000000001 0.15100500000000003 0.091005000000000016 -0.0024749999999999993 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0067069404612036202 -0.0098208669956572729 -0.012662412910677762 -0.012964197563712344 0.018601486600013078 -0.01557084389005129 0.024941278659169015 0.0038961908840799068
leaf_weight=0.0011573198476672584 0.00100021674297483 0.0010033860611494165 0.0010241018145776392 0.0015254836097442163 0.0010149720550147812 0.0010271871468998882 0.0012195936871406323
leaf_count=968 376 694 789 417 206 145 315
internal_value=0 0.00115396 0.00314332 0.00591825 0.00153993 0.00664171 0.0135176
internal_weight=0 0.00797204 0.00696866 0.00594456 0.00441907 0.0034041 0.00224678
internal_count=3910 3534 2840 2051 1634 1428 460
is_linear=0
shrinkage=0.1


Tree=7791
num_leaves=7
num_cat=0
split_feature=4 12 160 13 2 43
split_gain=1.14759e-05 1.63791e-05 3.06145e-05 4.08405e-05 5.61568e-05 3.97922e-05
threshold=0.27020000000000005 -0.023959999999999995 -1.0000000180025095e-35 -0.094679999999999986 0.090815000000000021 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.013134629290552098 0.0081689468060981343 -0.013812784206809835 0.018918209593003089 0.020897145113439375 -0.015898665270194564 -0.0053663119084563018
leaf_weight=0.001061070004487622 0.0014244888350287109 0.0012462420157566562 0.0013093693582100314 0.0012193968020748638 0.0015986540820714192 0.0010948694121514224
leaf_count=304 472 1028 212 405 706 783
internal_value=0 -0.00161893 0.000270059 0.00363078 -0.00148482 0.00847202
internal_weight=0 0.0075296 0.00646853 0.00522229 0.00391292 0.00231427
internal_count=3910 3438 3134 2106 1894 1188
is_linear=0
shrinkage=0.1


Tree=7792
num_leaves=8
num_cat=0
split_feature=49 2 457 3 3 0 3
split_gain=1.15172e-05 2.65076e-05 3.10014e-05 0.000113426 5.25231e-05 3.8591e-05 2.3109e-05
threshold=0.10251500000000001 0.11260500000000001 0.069705000000000003 0.090325000000000003 -0.078884999999999997 -0.077944999999999987 -0.015064999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.024188647107009683 0.0099843773187768183 0.01020096879737393 0.011102977009540799 -0.034897489319586833 0.022687998450246879 0.003179799591172454 0.0012505832837902719
leaf_weight=0.0010506587164369511 0.0010130913240527202 0.0015907881032443975 0.0010903607158060831 0.00116828636928136 0.0010034528738910198 0.0010109518665363116 0.0010079515996828127
leaf_count=1361 408 500 264 163 579 408 227
internal_value=0 -0.0013391 -0.00423847 -0.00742998 0.000448679 -0.010768 0.0119453
internal_weight=0 0.00792245 0.00633166 0.0052413 0.00407302 0.00206161 0.0020114
internal_count=3910 3502 3002 2738 2575 1769 806
is_linear=0
shrinkage=0.1


Tree=7793
num_leaves=7
num_cat=0
split_feature=42 43 42 51 2 0
split_gain=1.09705e-05 2.32657e-05 3.30213e-05 3.56039e-05 4.21965e-05 4.93167e-05
threshold=0.091955000000000023 0.0016850000000000001 -1.0000000180025095e-35 -0.025709999999999997 0.10648500000000001 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.01668078971251517 -0.0088715228166133062 0.012845373499198185 -0.014717491167120731 0.0024611913083248541 -0.0078360912587910666 0.029948560715401109
leaf_weight=0.0011396662276461546 0.0012177145299375044 0.0014314076926857273 0.0010064279417993423 0.0016190108271579545 0.0013995017719519252 0.0010936288409740191
leaf_count=812 843 458 474 444 272 607
internal_value=0 0.00134402 -0.00128662 0.00214095 0.00626697 0.013543
internal_weight=0 0.00768964 0.00625824 0.00511857 0.00411214 0.00271264
internal_count=3910 3067 2609 1797 1323 1051
is_linear=0
shrinkage=0.1


Tree=7794
num_leaves=8
num_cat=0
split_feature=11 3 3 4 12 0 15
split_gain=4.05965e-05 3.55666e-05 4.99005e-05 4.69083e-05 5.40422e-05 3.11763e-05 8.80164e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -1.0000000180025095e-35 0.088375000000000023 -0.10071499999999999 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00033219611409034708 -0.0003806330405357756 -0.00037925987309473253 0.00043761128447101648 -0.00024594828013697396 -0.00012431333649924486 -0.00036498370629824644 0.00046053359404461987
leaf_weight=0.0012790895852485317 0.0010363845588937113 0.0012542263231342882 0.0018480568080493558 0.0018165591564556947 0.0010218554433470987 0.0011403318523861752 0.0010817081273225167
leaf_count=247 279 1646 402 254 442 507 133
internal_value=0 2.81844e-05 -1.94539e-05 4.58682e-05 0.000237533 -9.03331e-05 1.7729e-05
internal_weight=0 0.00944183 0.00816274 0.00690851 0.00286991 0.0040386 0.00289827
internal_count=3910 3631 3384 1738 844 894 387
is_linear=0
shrinkage=0.00196078


Tree=7795
num_leaves=7
num_cat=0
split_feature=376 42 49 2 3 43
split_gain=3.7007e-05 4.30432e-05 4.4035e-05 4.53779e-05 9.33492e-05 5.91894e-05
threshold=0.048375000000000008 0.091955000000000023 -0.053904999999999988 0.10705000000000002 0.084925000000000014 -0.07526999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00027379284229304127 0.00034589117300746076 -0.00037027119862023981 0.00033007712780873405 -0.00016857432837441219 0.00064118838468778098 -0.0002318954403023043
leaf_weight=0.0016517580479708622 0.0010310066774305059 0.0013421142625564446 0.0012544314171190544 0.0018537718883722505 0.0012813657905529413 0.0016931199586184401
leaf_count=333 206 793 884 462 181 1051
internal_value=0 -4.61248e-05 1.01224e-05 8.72198e-05 0.000199349 7.27123e-06
internal_weight=0 0.00907656 0.00773445 0.00608269 0.00422892 0.00294755
internal_count=3910 3704 2911 2578 2116 1935
is_linear=0
shrinkage=0.00196078


Tree=7796
num_leaves=7
num_cat=0
split_feature=1 0 0 12 52 16
split_gain=1.15229e-05 2.82509e-05 1.72982e-05 3.6792e-05 3.67564e-05 7.83884e-05
threshold=0.076710000000000014 0.047345000000000005 -0.10575999999999998 0.051320000000000005 -0.0066199999999999991 -0.42360999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.014316732944819305 -0.0054104123778492353 0.0058237251432865442 0.0087489416059286507 -0.01478587714191712 -0.0040325408344230613 0.035095731235549647
leaf_weight=0.001564019322616366 0.0014042289608035665 0.0012555536363472156 0.0012584643721259389 0.0014067932503560488 0.0010206928410959356 0.0010273300833345011
leaf_count=1913 236 95 499 831 198 138
internal_value=0 -0.0053482 0.00237858 -0.00367336 0.00705089 0.015595
internal_weight=0 0.00281957 0.00611751 0.00266526 0.00345225 0.00204802
internal_count=3910 2008 1902 1330 572 336
is_linear=0
shrinkage=0.1


Tree=7797
num_leaves=7
num_cat=0
split_feature=4 13 0 4 4 3
split_gain=1.10853e-05 1.61461e-05 3.29302e-05 3.69512e-05 3.80412e-05 3.457e-05
threshold=0.27020000000000005 -0.13934999999999997 -0.017269999999999997 0.097045000000000006 0.0057500000000000008 -0.015794999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.011751145864645823 0.0080308996234909561 0.0036144601513977042 0.015198240927825761 -0.020259033526116178 0.015442275976435188 -0.019591321734101438
leaf_weight=0.0012936400934740154 0.0014256695762379385 0.0016328831387297843 0.0012276156554448013 0.0010011634805335012 0.0012784096383660773 0.0010578423121470322
leaf_count=218 472 2115 309 203 368 225
internal_value=0 -0.00158949 0.000531471 -0.00309108 0.00123932 -0.00550875
internal_weight=0 0.00749155 0.00619791 0.0049703 0.00396914 0.00269073
internal_count=3910 3438 3220 2911 2708 2340
is_linear=0
shrinkage=0.1


Tree=7798
num_leaves=6
num_cat=0
split_feature=4 12 52 16 15
split_gain=1.05192e-05 2.26331e-05 3.61977e-05 5.00152e-05 4.6814e-05
threshold=0.24280000000000004 0.098845000000000016 0.091210000000000013 0.081265000000000018 -0.0071449999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0098844550699882482 0.0063783386630827266 -0.015612984842149225 0.015325880442021289 -0.021150410213576377 0.013608611290492824
leaf_weight=0.0016019963795061403 0.001981009979388066 0.0010235048030381002 0.0012868121864083584 0.0012051710882350977 0.0018026067577911885
leaf_count=765 549 506 621 490 979
internal_value=0 -0.00188613 0.000496521 -0.00364307 0.00255422
internal_weight=0 0.00692009 0.00589659 0.00460977 0.0034046
internal_count=3910 3361 2855 2234 1744
is_linear=0
shrinkage=0.1


Tree=7799
num_leaves=7
num_cat=0
split_feature=11 2 1 52 2 1
split_gain=2.30858e-05 2.6299e-05 3.85865e-05 3.27629e-05 3.41887e-05 2.23217e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.048794999999999991 0.10393500000000001 0.10617500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.0002923188356564245 -0.0002895351491974556 0.00033816106023951001 0.00011888998266816337 0.00025955863026263663 -0.00035926608462469637 5.1926187584634875e-05
leaf_weight=0.0019200204444249224 0.0010046505946172532 0.0016941178356267663 0.0016155702649100824 0.0012334464510164365 0.0010184392604791837 0.0010118698189253757
leaf_count=1553 304 571 455 513 277 237
internal_value=0 2.47844e-05 -0.000104419 0.000116923 2.08457e-06 -0.000154335
internal_weight=0 0.00849346 0.00353559 0.00495787 0.00326376 0.00203031
internal_count=3910 3606 2008 1598 1027 514
is_linear=0
shrinkage=0.00196078


Tree=7800
num_leaves=7
num_cat=0
split_feature=52 13 1 0 0 4
split_gain=1.2435e-05 3.04714e-05 2.65976e-05 3.85941e-05 5.13366e-05 2.84099e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 -0.17106499999999999 -0.077944999999999987 -0.0058549999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.017589917231886409 -0.0095955400226528115 0.017779511373561079 -0.011731817557301089 -0.0012058042600063502 0.010419854939657905 -0.024894187452844975
leaf_weight=0.0010118730135033789 0.0011830883420912725 0.0012632021566258726 0.0017240812942061418 0.0010007352559964293 0.0016888484526934727 0.0010247050692825063
leaf_count=169 647 150 413 1242 782 507
internal_value=0 0.00141479 -0.00102749 0.00268022 -0.00245493 -0.0131902
internal_weight=0 0.00771345 0.00670157 0.00497749 0.00371429 0.00202544
internal_count=3910 3263 3094 2681 2531 1749
is_linear=0
shrinkage=0.1


Tree=7801
num_leaves=7
num_cat=0
split_feature=1 4 4 13 52 0
split_gain=1.22482e-05 2.73261e-05 3.41649e-05 2.5607e-05 3.50778e-05 3.63944e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0055009488589481109 0.012300260869353688 -0.024638454062806389 0.00084553939729689435 -0.017816331621084893 0.017989884350141604 -0.0072933118345855199
leaf_weight=0.0015751008130408068 0.0019071223992187972 0.0010537538474873385 0.0010505418517203463 0.0010065533378501475 0.0010741030698946314 0.0012115118307196172
leaf_count=189 961 1512 624 237 120 267
internal_value=0 -0.00445998 -0.0119159 0.00307966 -0.00226174 0.00458829
internal_weight=0 0.0036794 0.0021043 0.00519929 0.00329217 0.00228561
internal_count=3910 2325 2136 1585 624 387
is_linear=0
shrinkage=0.1


Tree=7802
num_leaves=6
num_cat=0
split_feature=52 160 2 16 0
split_gain=1.37799e-05 3.00762e-05 2.75271e-05 2.12726e-05 3.62703e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0018048727005432034 -0.01811588179836655 -0.0073297908876685637 0.018079128412568004 -0.010125351926597045 0.013432464839726889
leaf_weight=0.0019030036465977076 0.0010591036033342554 0.0014558404199440113 0.0010979111571732532 0.0013530108330073393 0.0019935885183049637
leaf_count=694 924 263 496 260 1273
internal_value=0 -0.00286247 0.00546986 0.000501431 0.0046697
internal_weight=0 0.00586154 0.00300091 0.00480244 0.00344943
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=7803
num_leaves=7
num_cat=0
split_feature=52 0 151 16 2 43
split_gain=1.11799e-05 2.70595e-05 2.55193e-05 5.62845e-05 4.43322e-05 2.27638e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=-0.0081843490486156901 -0.016539854413659304 0.01181352223138144 0.016287722177106882 -0.0093675655045610384 -0.023436168806974952 0.011186077718420236
leaf_weight=0.0010318164998330743 0.0010701294455620061 0.0019656301456754716 0.0015396017019025428 0.0010332857650504766 0.0010836437084285177 0.0011261044339452605
leaf_count=128 372 1062 413 1142 291 502
internal_value=0 0.00492962 -0.00258037 0.000543104 -0.00693151 0.00135099
internal_weight=0 0.00299745 0.00585277 0.00478264 0.00324303 0.00215939
internal_count=3910 1190 2720 2348 1935 1644
is_linear=0
shrinkage=0.1


Tree=7804
num_leaves=8
num_cat=0
split_feature=11 16 2 4 12 0 4
split_gain=2.36049e-05 2.75353e-05 5.92864e-05 6.98462e-05 4.32033e-05 4.65194e-05 3.42774e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=-0.00024974056982001157 -0.00028452555879131421 -0.00041196857718798179 0.00061495375845526442 0.00024290922061542448 0.00034877845209478159 -0.00028059651081167495 0.00010365261630361047
leaf_weight=0.0012017977648885745 0.0010507792496481537 0.001407702889669315 0.0010037270937510085 0.0011279476279824636 0.0015815637163863637 0.0015485807633861624 0.0010126999042641889
leaf_count=371 304 536 288 142 1060 912 297
internal_value=0 2.62523e-05 6.94283e-05 -3.33319e-05 9.18434e-05 -5.99797e-05 0.000358166
internal_weight=0 0.00888402 0.00768222 0.00566579 0.00425809 0.00267653 0.00201643
internal_count=3910 3606 3235 2650 2114 1054 585
is_linear=0
shrinkage=0.00196078


Tree=7805
num_leaves=7
num_cat=0
split_feature=1 2 15 52 16 2
split_gain=1.10987e-05 2.29358e-05 2.06938e-05 3.59131e-05 2.62046e-05 1.13309e-05
threshold=1.0000000180025095e-35 0.096540000000000015 1.0000000180025095e-35 -0.081429999999999989 -0.110495 0.090050000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.015085391843234911 0.020554173908266461 0.0031846096800849568 -0.0091980882377390785 0.0098944825530306955 0.0002086848956436766 -0.014663189813496236
leaf_weight=0.0012824563875115699 0.0011696945995690556 0.0014802004872945947 0.0012373790781265185 0.0016322405649903085 0.0010443050606160935 0.0010056607913300915
leaf_count=1436 424 556 583 437 281 193
internal_value=0 -0.00529653 0.00234551 0.00528948 0.000440473 -0.00708708
internal_weight=0 0.00276266 0.00608928 0.0048519 0.00368221 0.00204997
internal_count=3910 1992 1918 1335 911 474
is_linear=0
shrinkage=0.1


Tree=7806
num_leaves=7
num_cat=0
split_feature=11 40 2 3 49 12
split_gain=1.99614e-05 2.29274e-05 4.2606e-05 7.37287e-05 4.88963e-05 6.98836e-05
threshold=1.0000000180025095e-35 -0.018084999999999997 0.11230000000000001 0.096385000000000012 -0.010424999999999999 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00027137886184299965 -0.00026386279163242158 -0.00042517192528994467 -0.0002899822439494733 0.00052311136499248203 0.0003246605983102168 -0.00022722614758706014
leaf_weight=0.0012452068223786795 0.001027112457993082 0.0010092499017862484 0.0016851983118796503 0.0010909807916083709 0.0018683692543484591 0.0016711586175070607
leaf_count=397 304 306 462 178 796 1467
internal_value=0 2.54021e-05 -1.64128e-05 6.53316e-05 -4.44624e-05 6.40919e-05
internal_weight=0 0.00857016 0.00732496 0.00563976 0.00454878 0.00353953
internal_count=3910 3606 3209 2747 2569 2263
is_linear=0
shrinkage=0.00196078


Tree=7807
num_leaves=7
num_cat=0
split_feature=42 133 49 16 0 15
split_gain=1.05965e-05 1.97675e-05 3.66314e-05 2.7708e-05 4.49023e-05 4.08066e-05
threshold=0.091955000000000023 0.065880000000000008 -0.053904999999999988 0.15100500000000003 -0.084154999999999994 -0.11739999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.016523331969867442 -0.0086786549461169826 0.011973341236216168 -0.0107694476931663 0.016869745041773333 -0.018736280224248638 0.01431817037857116
leaf_weight=0.001232761049642349 0.0012235830849601512 0.0014236321429300369 0.0010072664428114398 0.0010842015677203112 0.0010622845522979011 0.0018195559369724131
leaf_count=262 843 920 241 306 681 657
internal_value=0 0.00134583 -0.00109205 0.00273298 -0.00120805 0.00537883
internal_weight=0 0.0076297 0.00620607 0.00497331 0.00388911 0.00282682
internal_count=3910 3067 2147 1885 1579 898
is_linear=0
shrinkage=0.1


Tree=7808
num_leaves=8
num_cat=0
split_feature=11 3 15 3 52 1 4
split_gain=3.12232e-05 2.86006e-05 3.15702e-05 0.000131512 3.17807e-05 5.79351e-05 8.93643e-05
threshold=0.077330000000000024 -0.10628499999999998 0.085120000000000015 -0.050194999999999997 0.10433000000000002 0.094485000000000013 0.11205000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00031712864732435131 -0.00032645881261152967 -0.0006321212002660593 0.0002649147702143284 -0.00024974933860837534 0.00036874596124850307 0.00058764118315329209 -0.00019120970667890863
leaf_weight=0.0011997438155376726 0.0010218430223995533 0.0012647064497089237 0.001356526693263002 0.0019913929185522532 0.0010954810131082165 0.0011638605253448098 0.001103312863650245
leaf_count=247 279 1346 1078 287 154 253 266
internal_value=0 3.48732e-05 -7.58725e-06 -6.34371e-05 7.08947e-05 -5.72512e-06 0.000208616
internal_weight=0 0.00917502 0.00797528 0.00661875 0.00535405 0.00425857 0.00226717
internal_count=3910 3631 3384 2306 960 806 519
is_linear=0
shrinkage=0.00196078


Tree=7809
num_leaves=7
num_cat=0
split_feature=11 2 1 52 2 1
split_gain=2.48626e-05 2.76556e-05 4.04134e-05 2.86435e-05 3.02755e-05 2.35991e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.048794999999999991 0.10393500000000001 0.10617500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.00029372632257610972 -0.00029450355376103046 0.00032753700050209081 0.0001234231479159533 0.00025726147099059787 -0.00034002573543552101 8.0905133670566625e-05
leaf_weight=0.0019502214943716849 0.0010258946217869399 0.0017213308974883246 0.0016469386476108748 0.0012391035786108377 0.0010313080773707833 0.0010170921314749072
leaf_count=1553 304 571 455 513 277 237
internal_value=0 2.84254e-05 -0.000102737 0.000122621 1.53278e-05 -0.000131021
internal_weight=0 0.00860599 0.00359716 0.00500883 0.0032875 0.0020484
internal_count=3910 3606 2008 1598 1027 514
is_linear=0
shrinkage=0.00196078


Tree=7810
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=1.02665e-05 2.27133e-05 7.12841e-05 3.80585e-05 4.36385e-05
threshold=0.24280000000000004 -0.0074049999999999993 -0.089864999999999987 -0.055679999999999993 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0096191175219835987 0.0063236002534833346 -0.024922285386478241 0.018574015821539967 0.0066946115500099591 -0.016879895044371141
leaf_weight=0.0013794470976718444 0.0019711296036143246 0.0013275588657404459 0.0010104671548127626 0.0017808470353040714 0.0014044593167470275
leaf_count=569 549 610 849 738 595
internal_value=0 -0.00185916 -0.00472585 0.00166439 -0.00369982
internal_weight=0 0.00690278 0.00552333 0.00419577 0.00318531
internal_count=3910 3361 2792 2182 1333
is_linear=0
shrinkage=0.1


Tree=7811
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=1.986e-05 2.49902e-05 9.99156e-05 4.67721e-05 3.50397e-05 5.44377e-05 7.57263e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.074254999999999988 -0.094679999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00016489729855136145 -0.00026110801438649489 -0.00018621711500619442 0.00057188929379488763 0.00031213376895441688 8.8240167896784389e-05 -2.8226270867416083e-06 -0.00071415983851286517
leaf_weight=0.0011968375064425616 0.0010352567185876087 0.0013687761766042195 0.0013062608059587607 0.0011516452221028211 0.0013782200560749185 0.0010226352047456653 0.0013155942829788012
leaf_count=438 304 114 591 421 792 152 1098
internal_value=0 2.61045e-05 0.000183978 -4.3528e-05 -0.000126893 -0.00022086 -0.000403053
internal_weight=0 0.00873997 0.00267504 0.00606493 0.00491329 0.00371645 0.00233823
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=7812
num_leaves=8
num_cat=0
split_feature=157 160 133 43 15 0 43
split_gain=2.5099e-05 5.45515e-05 0.000113107 3.83933e-05 4.646e-05 6.91642e-05 5.17714e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.035560000000000008 -0.053579999999999996 -0.15517999999999996 -0.11046999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.0002870868297667683 -0.00041292064372393873 -0.00057239088067203431 -0.00011252012113830402 0.00047531560867317363 0.00018971920253067163 0.00049020412921797654 -0.00037268017259038455
leaf_weight=0.0010339995903800954 0.0012639237410807698 0.00104399758978859 0.0013044235148380627 0.0010041836524027695 0.0010931005041495637 0.0016679990711327254 0.0014831756256508547
leaf_count=563 828 860 116 185 195 558 605
internal_value=0 -3.57363e-05 2.70174e-05 0.000122514 5.86657e-05 0.000225703 -0.000134057
internal_weight=0 0.0088608 0.00759688 0.00655288 0.0055487 0.00297242 0.00257628
internal_count=3910 3347 2519 1659 1474 674 800
is_linear=0
shrinkage=0.00196078


Tree=7813
num_leaves=8
num_cat=0
split_feature=11 2 3 52 52 0 0
split_gain=2.39117e-05 2.5221e-05 4.81715e-05 4.52393e-05 5.47274e-05 3.19274e-05 2.22263e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.016565000000000003 -0.087094999999999992 -0.10575999999999998 -0.14136999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00029333301339930484 -0.00028703763221341462 0.00045734310463487062 -0.00015984546595970296 -0.00042697051833453104 0.00043473121100726884 -2.2563398115034765e-05 0.00020856435002192879
leaf_weight=0.0012573075825321675 0.0010222848176650945 0.0012858927020302016 0.0015158899305288617 0.0010419487617516015 0.0012132741805599495 0.0011371508941623138 0.0010768518236477006
leaf_count=465 304 740 151 998 118 909 225
internal_value=0 3.03082e-05 0.000147057 -6.70801e-05 3.68598e-05 0.000213489 -6.83262e-06
internal_weight=0 0.00852832 0.00387863 0.00464968 0.00360773 0.00235043 0.00259274
internal_count=3910 3606 1116 2490 1492 1027 376
is_linear=0
shrinkage=0.00196078


Tree=7814
num_leaves=8
num_cat=0
split_feature=157 160 133 160 2 16 13
split_gain=2.50588e-05 7.03494e-05 0.000106986 3.20202e-05 7.88316e-05 0.000122182 8.16371e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.10488500000000002 -0.114825 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.00028450816543066406 -0.00046135057798477063 -0.00055119460180941488 0.0009078461205014218 -0.00019215774868722337 -0.00012538246924663528 0.00052691495311407851 -0.00019651134794662593
leaf_weight=0.001047921345329079 0.0012795733804781993 0.0010309520089103307 0.0010928412571398522 0.0010117344430755982 0.0019845598850096501 0.0010633262685295609 0.00137558811280816
leaf_count=563 828 860 165 275 437 493 289
internal_value=0 -3.61747e-05 3.57982e-05 0.0001285 0.000187311 0.000363019 0.000118891
internal_weight=0 0.00883858 0.007559 0.00652805 0.00551632 0.00353176 0.00243891
internal_count=3910 3347 2519 1659 1384 947 782
is_linear=0
shrinkage=0.00196078


Tree=7815
num_leaves=7
num_cat=0
split_feature=1 42 133 13 2 2
split_gain=1.18251e-05 2.91219e-05 2.21055e-05 3.21144e-05 7.78553e-05 3.7635e-05
threshold=0.12864500000000004 0.091955000000000023 0.065880000000000008 0.00079000000000000012 0.088820000000000024 0.10679500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.022925878626107291 0.0095584972362257551 -0.017245104531599689 0.012091599288062565 0.012871037680117865 0.017281761809212697 -0.0068930331160947881
leaf_weight=0.0016556713596284039 0.0011206803403412012 0.001012738683459042 0.001407341543812563 0.0011451828067965478 0.0012536360973530582 0.0013241779033418789
leaf_count=909 331 738 889 473 345 225
internal_value=0 -0.00142694 0.000933747 -0.00198573 -0.00600458 0.00486359
internal_weight=0 0.00779875 0.00678601 0.00537867 0.00423349 0.00257781
internal_count=3910 3579 2841 1952 1479 570
is_linear=0
shrinkage=0.1


Tree=7816
num_leaves=8
num_cat=0
split_feature=11 48 0 2 52 15 3
split_gain=2.15255e-05 2.37995e-05 0.000100542 4.82008e-05 4.14905e-05 4.79225e-05 6.77964e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.017214999999999998 -0.069909999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00032906914937980895 -0.00027007939752120714 -0.00018645039448616404 0.00058213042116139703 0.00032499613759399227 -0.00044459795263823281 -0.00017611958389543168 0.00048834721569606765
leaf_weight=0.0012629648233853869 0.0010287693092580043 0.0013511802954669153 0.0012689070029838741 0.0011341097848592743 0.0011753599857608488 0.0012253735663686942 0.0011392202176192029
leaf_count=622 304 114 591 421 791 874 193
internal_value=0 3.01129e-05 0.000185773 -3.85818e-05 -0.000124433 -2.06971e-05 0.000144009
internal_weight=0 0.00855712 0.00262009 0.00593703 0.00480292 0.00362756 0.00236459
internal_count=3910 3606 705 2901 2480 1689 1067
is_linear=0
shrinkage=0.00196078


Tree=7817
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 1 3
split_gain=2.54213e-05 6.26512e-05 0.000102145 3.00569e-05 7.20368e-05 5.78214e-05 3.35645e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 -0.072804999999999981 0.10113500000000002 -0.015794999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.00028674762355622202 -0.00044845137351792757 -0.000552539858966 -0.00014900595723695115 0.00014448236571301014 0.00022154783560069833 0.00075969937974834894 -0.00021980615858725849
leaf_weight=0.0010203304237285877 0.0012390669284253909 0.0010047137165734169 0.0012716952182746525 0.0012267745987361543 0.0011616616559354457 0.0011268381292390659 0.0015416214042153591
leaf_count=563 828 860 330 445 509 233 142
internal_value=0 -4.06521e-05 2.82515e-05 0.000120457 0.00018822 0.00043903 -3.01464e-05
internal_weight=0 0.00857237 0.0073333 0.00632859 0.0050569 0.00235361 0.00270328
internal_count=3910 3347 2519 1659 1329 678 651
is_linear=0
shrinkage=0.00196078


Tree=7818
num_leaves=7
num_cat=0
split_feature=1 43 150 16 15 16
split_gain=1.3796e-05 1.96998e-05 1.70806e-05 4.30937e-05 2.27437e-05 3.95625e-05
threshold=0.076710000000000014 0.0016850000000000001 0.082085000000000019 -0.30307999999999996 -0.017214999999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.012942875068298594 -0.01833654603815682 0.0039822005096378536 0.012525373420981686 0.012845200882516148 0.014141106560603814 -0.014154291846091412
leaf_weight=0.0016362053429048913 0.0010268458491003224 0.0011863094295137776 0.0013556663224600822 0.0010042440367668917 0.0015334804079807788 0.0011809008612064698
leaf_count=1581 274 427 362 189 753 324
internal_value=0 -0.00582923 0.00262597 -0.000202044 0.00480554 -0.00174592
internal_weight=0 0.00282251 0.00610114 0.00474547 0.00371863 0.00218514
internal_count=3910 2008 1902 1540 1266 513
is_linear=0
shrinkage=0.1


Tree=7819
num_leaves=7
num_cat=0
split_feature=4 151 4 4 47 12
split_gain=1.22083e-05 1.63677e-05 2.82853e-05 2.35228e-05 2.2782e-05 1.46926e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.0021099999999999995 -0.08422499999999998 0.092255000000000018 0.082275000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.0081836970396103118 0.0088738881696710063 0.0043913744740333429 -0.019069114468882733 0.012258529941402106 8.7043620542233267e-05 -0.011984678135264116
leaf_weight=0.0014004149407797518 0.0013094900840692212 0.001019411055829027 0.0016096260554329341 0.0013748260273235349 0.0010106332509921797 0.0011844337546821411
leaf_count=562 441 224 619 1336 178 550
internal_value=0 -0.00158049 -0.00378634 0.00199373 -0.0116806 -0.00440977
internal_weight=0 0.00759935 0.00619893 0.00357867 0.00262026 0.00220384
internal_count=3910 3469 2907 2110 797 774
is_linear=0
shrinkage=0.1


Tree=7820
num_leaves=7
num_cat=0
split_feature=4 12 133 49 43 12
split_gain=2.45023e-05 2.89366e-05 3.47738e-05 6.88684e-05 7.173e-05 8.57186e-05
threshold=0.27020000000000005 -0.036459999999999992 1.0000000180025095e-35 -0.0057999999999999987 -0.074254999999999988 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00034847783649159358 0.00021526985252162946 -0.000242813337398551 -0.0002752564665182705 0.00057847836075151568 0.00031830313795575997 -0.00040200584154723195
leaf_weight=0.0010732748405637592 0.0016245686627531534 0.0019069542080366242 0.0014539185851591254 0.0013463207297912316 0.0015425525334878394 0.0010798211814051707
leaf_count=294 472 328 1208 347 244 1017
internal_value=0 -4.77844e-05 -3.75358e-06 6.34293e-05 0.000210579 2.16998e-05
internal_weight=0 0.00840284 0.00732957 0.00587565 0.00396869 0.00262237
internal_count=3910 3438 3144 1936 1608 1261
is_linear=0
shrinkage=0.00196078


Tree=7821
num_leaves=7
num_cat=0
split_feature=1 3 133 13 12 3
split_gain=1.13605e-05 2.21807e-05 2.3652e-05 6.88328e-05 2.15804e-05 5.83844e-05
threshold=0.10305000000000002 -0.115685 0.077945 -1.0000000180025095e-35 0.051320000000000005 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.0096606106136799749 0.026060114497461082 -0.031794427761543467 0.0051015534839358844 9.4297024754717572e-05 -0.0057966257583662289 -0.006241686766650309
leaf_weight=0.0011059781158993644 0.0011478835658046314 0.0010453713869239783 0.0012838255751704761 0.0019203594184232981 0.0013223573045790232 0.0010917455267812615
leaf_count=267 360 1144 1076 493 340 230
internal_value=0 -0.00295432 -0.00623745 -0.011146 0.0043331 0.010314
internal_weight=0 0.00535553 0.00424956 0.00296573 0.00356199 0.00223963
internal_count=3910 2980 2713 1637 930 590
is_linear=0
shrinkage=0.1


Tree=7822
num_leaves=7
num_cat=0
split_feature=3 39 2 4 2 3
split_gain=9.99348e-06 3.32121e-05 2.64477e-05 2.7021e-05 4.23749e-05 4.37001e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 -0.08422499999999998 0.089910000000000004 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.013888634291322517 0.0081695348824038106 0.014849122840860984 -0.016753078410458505 0.011545207209508369 0.016631918905242554 -0.015294104510427377
leaf_weight=0.0012259109201710012 0.0012710181159447552 0.001078877961811755 0.0013169109447642071 0.0010005706037145923 0.0014637413512247526 0.0015409201020184565
leaf_count=661 239 424 354 601 756 875
internal_value=0 -0.00140797 -0.00408654 -0.000897815 0.00307838 -0.00472762
internal_weight=0 0.00762693 0.00654805 0.00523114 0.00400523 0.00254149
internal_count=3910 3671 3247 2893 2232 1476
is_linear=0
shrinkage=0.1


Tree=7823
num_leaves=6
num_cat=0
split_feature=1 4 15 151 2
split_gain=1.0447e-05 2.09881e-05 1.79811e-05 3.38108e-05 4.81612e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0022386279895138801 -0.010582344543253434 -0.015399950066570738 -0.0084636820346617181 -0.0024675194095635108 0.020132385954401363
leaf_weight=0.0016159108716316531 0.0010807171473200925 0.0011580581950570192 0.0012419890296642578 0.001784736676191541 0.0019991766395256218
leaf_count=440 318 1552 583 491 526
internal_value=0 -0.00512501 0.00227556 0.0050174 0.00947282
internal_weight=0 0.00277397 0.00610662 0.00486463 0.00378391
internal_count=3910 1992 1918 1335 1017
is_linear=0
shrinkage=0.1


Tree=7824
num_leaves=8
num_cat=0
split_feature=11 3 3 3 16 47 4
split_gain=5.06427e-05 2.5376e-05 3.94987e-05 4.67176e-05 3.54592e-05 3.47141e-05 4.15172e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 0.10994000000000002 0.077735000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00031293178894609326 -0.00041846246196877848 -0.00032475606520134995 0.00037625328636956451 -6.9876034260634213e-05 -0.00029350756287864856 -0.000198849465117975 0.00043347692477354357
leaf_weight=0.0011827277177077992 0.001006850699798491 0.0011857996467200191 0.0014390029951194469 0.0011534110351844344 0.0013706041748485151 0.0012063725937715829 0.0013883087274349755
leaf_count=247 279 1646 861 236 170 151 320
internal_value=0 4.54259e-05 4.56754e-06 6.41177e-05 -2.3632e-05 7.50562e-05 0.00020506
internal_weight=0 0.00892623 0.0077435 0.0065577 0.0051187 0.00374809 0.00254172
internal_count=3910 3631 3384 1738 877 707 556
is_linear=0
shrinkage=0.00196078


Tree=7825
num_leaves=8
num_cat=0
split_feature=1 4 15 43 16 1 3
split_gain=2.33751e-05 3.79038e-05 4.4551e-05 3.15458e-05 4.63941e-05 4.01216e-05 4.19299e-05
threshold=0.10305000000000002 0.053925000000000008 -0.10312999999999999 -0.11652999999999998 0.15100500000000003 0.089175000000000018 -0.055684999999999991
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00021945665405168326 0.00039976828818915445 0.00019446184964988923 -0.00031323147867673656 -0.00013693035250744457 -0.00050189991934539114 -0.00033886851385438237 0.00037473338812711056
leaf_weight=0.0010743126010096093 0.0012095309570476602 0.0015946369955554037 0.0011393135695304344 0.0013493129410153447 0.0011190930546584286 0.0012102586249179703 0.0011326539452894786
leaf_count=344 388 364 178 1619 370 442 205
internal_value=0 0.000110755 -1.71081e-05 -8.43316e-05 -0.000152164 -4.61611e-05 9.65691e-05
internal_weight=0 0.00394348 0.00273395 0.00588563 0.00481132 0.00369223 0.00248197
internal_count=3910 930 542 2980 2636 2266 1824
is_linear=0
shrinkage=0.00196078


Tree=7826
num_leaves=8
num_cat=0
split_feature=11 16 2 16 4 4 2
split_gain=2.40012e-05 2.53494e-05 7.19988e-05 7.03818e-05 5.23012e-05 4.45041e-05 4.57287e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.11180499999999999 -0.08422499999999998 -0.029114999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.00024370987793620881 -0.00028877974867119348 0.00041712438905105222 0.00039056754227293741 -0.00051147991853625564 0.00030773621014240193 -0.000475262025720084 8.344883930819348e-05
leaf_weight=0.0011367650471641464 0.0010216994527029446 0.0010287113183489269 0.0019852200396490889 0.0011527762712114798 0.0010469207069722431 0.0010705392180166962 0.0011884797837712552
leaf_count=371 304 224 585 515 916 315 680
internal_value=0 2.90805e-05 7.05784e-05 -4.51861e-05 -0.00015185 -2.64475e-05 -0.000181322
internal_weight=0 0.00860941 0.00747265 0.00548743 0.00445872 0.00330594 0.00225902
internal_count=3910 3606 3235 2650 2426 1911 995
is_linear=0
shrinkage=0.00196078


Tree=7827
num_leaves=7
num_cat=0
split_feature=11 160 13 3 15 0
split_gain=2.23571e-05 2.02579e-05 2.88904e-05 2.62907e-05 6.22735e-05 7.82295e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.099570000000000006 -0.09547499999999999 -0.07773999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00029160144508391894 -0.00028220961237689388 -0.00023262918822263557 0.00046249825188135458 -0.00023300824098291639 -0.00041494435411754908 0.00020225710255348264
leaf_weight=0.0016419164699353157 0.0010097718954830892 0.001020397728233033 0.001157958643654942 0.001437373145231775 0.0014044594595795483 0.0018033070707037632
leaf_count=346 304 362 443 188 1437 830
internal_value=0 2.64611e-05 6.19715e-05 -2.99957e-06 7.27286e-05 -6.79728e-05
internal_weight=0 0.00846541 0.00744501 0.0058031 0.00436573 0.00320777
internal_count=3910 3606 3244 2898 2710 2267
is_linear=0
shrinkage=0.00196078


Tree=7828
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 1 3
split_gain=2.17972e-05 5.87041e-05 8.4966e-05 3.08483e-05 7.14464e-05 5.72857e-05 2.53309e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 -0.072804999999999981 0.10113500000000002 -0.015794999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.00026000806436055014 -0.00042857010195443055 -0.00049950904232090631 -0.00016186069146480013 0.00013451013738957287 0.00017858139414330009 0.00074298854997760196 -0.00020146645781090225
leaf_weight=0.0010334008489100354 0.0012827465240562884 0.0010221775096179043 0.0012908029241108813 0.0012430739911972032 0.0011827879137026802 0.0011407603973696357 0.0015683155830074152
leaf_count=563 828 860 330 445 509 233 142
internal_value=0 -4.11452e-05 2.55805e-05 0.000109109 0.000177225 0.000425691 -3.80717e-05
internal_weight=0 0.00873066 0.00744792 0.00642574 0.00513494 0.00238383 0.0027511
internal_count=3910 3347 2519 1659 1329 678 651
is_linear=0
shrinkage=0.00196078


Tree=7829
num_leaves=8
num_cat=0
split_feature=50 4 12 51 3 2 0
split_gain=9.24069e-06 2.54201e-05 2.76719e-05 3.49371e-05 3.88928e-05 3.55931e-05 2.16848e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.082979999999999984 0.096385000000000012 0.094010000000000024 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.015260313442801139 -0.0088532159505350372 0.015563760195932495 -0.014662998721620555 -0.0039266627648702167 0.020453919379942103 -0.015315144765137081 0.015571034081017079
leaf_weight=0.0011495515308845815 0.0010528739986691198 0.0010555503101624284 0.0010557962162362489 0.0010328308707510394 0.0012637060682824698 0.0010573509125462394 0.0012740358773434613
leaf_count=301 747 396 513 156 116 478 1203
internal_value=0 0.00112075 -0.00111029 0.0017516 0.00549636 -0.000122169 0.00684152
internal_weight=0 0.00788882 0.00683327 0.00568372 0.00462792 0.00336422 0.00230687
internal_count=3910 3163 2767 2466 1953 1837 1359
is_linear=0
shrinkage=0.1


Tree=7830
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 13 3
split_gain=2.23912e-05 6.57927e-05 8.63753e-05 3.83323e-05 7.25545e-05 8.25006e-05 5.20617e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 -0.25582999999999995 1.0000000180025095e-35 0.11476000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.00026678892033235151 -0.00045430385114727167 -0.00050390563324083609 -0.00018911533517530576 0.0005874017274301016 0.0004191945260155361 -0.0004312646752424847 -0.00013617434618552274
leaf_weight=0.001019938657892361 0.001261872914771439 0.0010079470166141948 0.0012886747859349318 0.0013104686310387859 0.0018416514900136166 0.0010000561729911362 0.0010020581598778459
leaf_count=563 828 845 331 234 693 329 87
internal_value=0 -4.02691e-05 2.98516e-05 0.000113354 0.000188978 5.31423e-05 0.000223495
internal_weight=0 0.00871273 0.00745086 0.00644291 0.00515423 0.00384377 0.00284371
internal_count=3910 3347 2519 1674 1343 1109 780
is_linear=0
shrinkage=0.00196078


Tree=7831
num_leaves=7
num_cat=0
split_feature=1 2 13 4 3 47
split_gain=1.00189e-05 2.06454e-05 1.98298e-05 3.40278e-05 5.47941e-05 2.93992e-05
threshold=1.0000000180025095e-35 0.096540000000000015 -0.0024749999999999993 0.0057500000000000008 0.11265500000000002 0.077065000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2
right_child=2 -3 3 4 -6 -7
leaf_value=-0.014301675828484323 0.019762681576894148 0.0029524082149138334 -0.01456984950939676 0.017749761135668167 -0.012334494227178767 -0.003164162578359336
leaf_weight=0.0012897916339721423 0.0012654937700720098 0.0015000089725367115 0.0014050687796559416 0.0014191002591934124 0.0010558773171029379 0.001002272988018885
leaf_count=1436 855 556 456 225 95 287
internal_value=0 -0.00502457 0.00220103 -0.00214087 0.00491519 0.00962982
internal_weight=0 0.0027898 0.00614781 0.00388005 0.00247498 0.00226777
internal_count=3910 1992 1918 776 320 1142
is_linear=0
shrinkage=0.1


Tree=7832
num_leaves=9
num_cat=0
split_feature=11 4 1 133 13 3 16 16
split_gain=4.60762e-05 2.85876e-05 5.56446e-05 6.12315e-05 4.40796e-05 5.48558e-05 3.86412e-05 3.49708e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.090355000000000005 1.0000000180025095e-35 -0.083514999999999992 -1.0000000180025095e-35 -0.008069999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -6 -1 -7
right_child=-2 4 -4 -5 5 7 -8 -9
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internal_weight=0 0.00921327 0.00448553 0.00324727 0.00472774 0.00359253 0.002064 0.00257088
internal_count=3910 3631 2369 1790 1262 846 973 255
is_linear=0
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Tree=7833
num_leaves=7
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split_feature=157 160 42 160 13 1
split_gain=1.0594e-05 5.48527e-05 2.67022e-05 3.06989e-05 3.61657e-05 3.80159e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001000469524171853 0.0011233219145092895 0.0012464608593468277 0.0010709064731544379 0.001103220144499476 0.0014504995502329027 0.0019494276949649377
leaf_count=637 795 869 140 289 577 603
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internal_weight=0 0.00794384 0.00682051 0.00557405 0.00447083 0.00339993
internal_count=3910 3273 2478 1609 1320 1180
is_linear=0
shrinkage=0.1


Tree=7834
num_leaves=7
num_cat=0
split_feature=376 1 47 4 3 3
split_gain=2.8578e-05 3.91154e-05 3.59115e-05 5.05598e-05 5.72989e-05 0.000103361
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-3.7131100046882414e-05 0.00030954869359704139 0.00032472339188997892 -0.00039416970752762713 0.00025175287958241157 0.00013974419801180243 -0.0008003450455020386
leaf_weight=0.0019885416032050102 0.0010021368230838266 0.0010044472116942727 0.0012283493045916541 0.0017970950947296819 0.0018404672929988571 0.0010385074575846986
leaf_count=1378 206 276 329 501 231 989
internal_value=0 -3.97187e-05 -8.6097e-05 -2.93164e-05 -0.000133088 -0.000298971
internal_weight=0 0.00889741 0.00789296 0.00666461 0.00486752 0.00302705
internal_count=3910 3704 3428 3099 2598 2367
is_linear=0
shrinkage=0.00196078


Tree=7835
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split_feature=1 12 47 52 3 0
split_gain=1.07057e-05 2.29783e-05 2.57056e-05 4.68313e-05 2.90382e-05 5.81721e-05
threshold=0.12864500000000004 0.10129000000000001 0.09252500000000001 -0.088354999999999989 -0.069909999999999986 -0.14136999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.014469019082505648 0.0090662884155092213 -0.015460193995880828 -0.013971223769931016 -0.0014548501927308735 0.0022708637579155161 0.032268315546273248
leaf_weight=0.0011819226583230378 0.0011260464214932616 0.0010072535363407778 0.0010134363352828531 0.0019444425213952367 0.0015715035507518954 0.0010982521217858226
leaf_count=597 331 438 289 1743 225 287
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internal_weight=0 0.00781681 0.00680956 0.00579612 0.0046142 0.00266976
internal_count=3910 3579 3141 2852 2255 512
is_linear=0
shrinkage=0.1


Tree=7836
num_leaves=7
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split_feature=52 151 16 2 0 4
split_gain=1.1681e-05 2.62039e-05 5.33198e-05 3.76955e-05 2.42563e-05 2.14913e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.14733499999999997 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 5 -1 -4
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leaf_value=-0.007406121888157053 -0.01665963659104789 0.015819563202360231 0.011228956779113994 -0.021842994125080475 0.011466365537336091 -0.008688616040066063
leaf_weight=0.0010353059901780292 0.0010867093481319355 0.0015478259928747178 0.0010464658513421737 0.0010947751141625584 0.0019901960151653998 0.0011232026579974068
leaf_count=128 372 413 497 291 1062 1147
internal_value=0 -0.00263432 0.000532889 -0.00671524 0.00500833 0.000917948
internal_weight=0 0.00589898 0.00481227 0.00326444 0.0030255 0.00216967
internal_count=3910 2720 2348 1935 1190 1644
is_linear=0
shrinkage=0.1


Tree=7837
num_leaves=8
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split_feature=11 48 0 2 2 3 3
split_gain=2.28913e-05 2.54305e-05 9.18805e-05 4.9356e-05 3.87672e-05 4.30759e-05 2.46813e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 -0.023079999999999996 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00020386131691823561 -0.00028576266068561652 -0.00017427139235835919 0.00055849189627494395 0.00032219761676396301 -6.7936236168423815e-05 -0.00062551038851640928 -0.00016901246417785632
leaf_weight=0.0014090204186629951 0.0010206592098100939 0.0013401561022911013 0.0012922894246192784 0.0011369513847009922 0.0011369091769169125 0.0010023795192498598 0.0013236555459762453
leaf_count=849 304 114 591 421 1132 178 321
internal_value=0 2.47414e-05 0.000185448 -4.56626e-05 -0.000131509 -0.000329192 2.32484e-05
internal_weight=0 0.00864136 0.00263245 0.00600892 0.00487196 0.00213929 0.00273268
internal_count=3910 3606 705 2901 2480 1310 1170
is_linear=0
shrinkage=0.00196078


Tree=7838
num_leaves=7
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split_feature=1 2 15 51 16 48
split_gain=1.05759e-05 2.11376e-05 1.76781e-05 3.84365e-05 2.80739e-05 2.50171e-05
threshold=1.0000000180025095e-35 0.096540000000000015 1.0000000180025095e-35 -0.09021499999999999 -0.09601999999999998 0.016865000000000002
decision_type=2 2 2 2 2 2
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right_child=2 -3 -4 4 5 -7
leaf_value=-0.014555540279240659 0.021859093209684127 0.0029341828748326018 -0.0083421956606809285 0.0094742834000739393 -0.018760067478981637 0.0033612264928206872
leaf_weight=0.0012869199375020442 0.0010576915725212946 0.0014923344031467802 0.0012501889789764053 0.0017893145456110131 0.0010204361460239874 0.0010244929862727608
leaf_count=1436 266 556 583 468 349 252
internal_value=0 -0.00516435 0.00227013 0.00498223 0.000326681 -0.00767748
internal_weight=0 0.00277925 0.00614212 0.00489194 0.00383424 0.00204493
internal_count=3910 1992 1918 1335 1069 601
is_linear=0
shrinkage=0.1


Tree=7839
num_leaves=8
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split_feature=11 3 3 1 3 3 15
split_gain=3.55897e-05 3.52704e-05 4.24605e-05 5.28858e-05 0.000140239 6.51704e-05 2.06435e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 0.084925000000000014 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00033688991387349792 -0.00034675305650845042 -0.00034549866717915504 -0.00046554215514154902 0.00068187610924661207 6.5900929839821015e-05 0.00010259688038678488 -0.00030259447444785253
leaf_weight=0.0012654856757752702 0.0010595792972911558 0.0012632075708616519 0.0013652506691361086 0.0014459204350500106 0.0013647165171423821 0.0017992673470248522 0.0010223588629791566
leaf_count=247 279 1646 710 512 200 161 155
internal_value=0 3.20615e-05 -1.46361e-05 4.5092e-05 0.000199978 -0.000142512 -9.19217e-05
internal_weight=0 0.00952621 0.00826072 0.00699751 0.003833 0.00316452 0.00238708
internal_count=3910 3631 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=7840
num_leaves=7
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split_feature=2 52 4 4 3 16
split_gain=9.00726e-06 4.5366e-05 4.27764e-05 4.05905e-05 5.20211e-05 4.05038e-05
threshold=0.10946500000000002 0.086950000000000013 0.15045000000000003 -1.0000000180025095e-35 -0.078884999999999997 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.0098284905131247116 -0.0099621944723443795 -0.018285051121477627 0.020555497514342713 -0.016772240909683562 0.018304232798449522 0.015329604115194224
leaf_weight=0.0012667247690465392 0.0010780656591086583 0.0013578476517657903 0.0010236366827140794 0.001309919710621517 0.0013661869002808424 0.0015344270386801
leaf_count=1180 256 911 231 394 427 511
internal_value=0 -0.00208722 0.00234132 -0.00238744 0.00476925 0.00489274
internal_weight=0 0.00632432 0.00496647 0.00394283 0.00263291 0.00261249
internal_count=3910 3143 2232 2001 1607 767
is_linear=0
shrinkage=0.1


Tree=7841
num_leaves=8
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split_feature=11 3 3 3 2 4 2
split_gain=3.42218e-05 3.35795e-05 3.23035e-05 3.49558e-05 3.10527e-05 6.50009e-05 4.56659e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 0.097940000000000013 0.0057500000000000008 0.11339500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00033966477985018171 -0.00034749505817734697 -0.00030671135344523698 0.00031037738735701531 -0.00052809990281601083 0.00039954124884282683 0.00011206867451982849 -0.00011263659100814789
leaf_weight=0.0011844671650690164 0.0010167919149506417 0.0012271738539667331 0.0014357444759397764 0.0011756159579943801 0.0011770769285399975 0.00126702117855942 0.0015514136195775396
leaf_count=247 279 1646 861 217 160 185 315
internal_value=0 3.19622e-05 -1.45608e-05 3.97038e-05 -3.54477e-05 -0.000196038 0.000108318
internal_weight=0 0.00901851 0.00783405 0.00660687 0.00517113 0.00244264 0.00272849
internal_count=3910 3631 3384 1738 877 402 475
is_linear=0
shrinkage=0.00196078


Tree=7842
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=2.44926e-05 2.39962e-05 6.98869e-05 7.71148e-05 4.25884e-05 4.45168e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00023644535229103803 -0.00029276456901504536 -0.00044570084600964016 0.00038603271504250992 0.0002332833659938035 0.00034360279957137648 -0.00028341029499998142
leaf_weight=0.0011458352961664061 0.0010233657468796094 0.0013817528633025822 0.0019655746328966295 0.0011124426943375776 0.0015718882673126985 0.0015130268210822248
leaf_count=371 304 536 585 142 1060 912
internal_value=0 2.79399e-05 6.8093e-05 -4.39203e-05 8.83442e-05 -6.4481e-05
internal_weight=0 0.00869052 0.00754469 0.00557911 0.00419736 0.00262547
internal_count=3910 3606 3235 2650 2114 1054
is_linear=0
shrinkage=0.00196078


Tree=7843
num_leaves=7
num_cat=0
split_feature=160 133 43 43 52 4
split_gain=9.80083e-06 2.25368e-05 3.5955e-05 5.18059e-05 2.64116e-05 3.40726e-05
threshold=0.090735000000000024 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 0.071660000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=-0.00040431006954964399 -0.0093796834913528297 -0.012338463283326375 0.0059469137846830042 0.029417975403834576 0.010019627381256679 -0.015112556368245973
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leaf_count=247 376 844 585 733 635 490
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internal_weight=0 0.00794828 0.00687286 0.00234598 0.00452688 0.00322117
internal_count=3910 3534 2690 980 1710 1075
is_linear=0
shrinkage=0.1


Tree=7844
num_leaves=7
num_cat=0
split_feature=4 151 16 2 0 1
split_gain=8.73966e-06 1.64627e-05 3.33924e-05 3.54239e-05 5.68275e-05 3.12921e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 0.106285 -0.032484999999999993 0.088495000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.0085384977806880549 0.0075047328003029663 -0.014795450127946912 0.017041421520858142 0.016579241948773093 -0.022612448169531348 -0.0069406746016792593
leaf_weight=0.0013810430875262503 0.0013086207336452703 0.0018502721068884495 0.0011126300806697871 0.0011190448584420913 0.0010951457369867434 0.0010647287481426928
leaf_count=556 441 607 1226 409 193 478
internal_value=0 -0.00134119 -0.00352714 0.00122049 -0.00403149 0.00531417
internal_weight=0 0.00762286 0.00624182 0.00439155 0.0032725 0.00217736
internal_count=3910 3469 2913 2306 1897 1704
is_linear=0
shrinkage=0.1


Tree=7845
num_leaves=8
num_cat=0
split_feature=11 16 2 16 4 4 2
split_gain=2.23386e-05 2.20313e-05 4.92494e-05 6.11811e-05 4.36567e-05 3.82198e-05 4.61894e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.11180499999999999 -0.08422499999999998 -0.029114999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.00022833369452903611 -0.00027953362144812814 0.00040315116221153368 0.00033625889629815958 -0.00045811151414004215 0.00029724823390333307 -0.00045746398107922233 0.00011153043748072303
leaf_weight=0.001120936336106897 0.0010198377831586091 0.0010212925791489441 0.0019237497898123308 0.001148731626597242 0.0010365369874599387 0.0010473128760155011 0.001151687338134925
leaf_count=371 304 224 585 515 916 315 680
internal_value=0 2.76758e-05 6.68296e-05 -2.90558e-05 -0.000129736 -1.31511e-05 -0.000159463
internal_weight=0 0.00845025 0.00732931 0.00540556 0.00438427 0.00323554 0.002199
internal_count=3910 3606 3235 2650 2426 1911 995
is_linear=0
shrinkage=0.00196078


Tree=7846
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 4
split_gain=2.39376e-05 2.14633e-05 4.79354e-05 6.22739e-05 4.12078e-05 4.5988e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.11180499999999999 -0.076679999999999984 -0.0010999999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
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leaf_count=371 304 224 585 991 1152 283
internal_value=0 2.79299e-05 6.63755e-05 -2.83189e-05 -0.000129558 -1.34616e-05
internal_weight=0 0.00846492 0.00735044 0.00541413 0.00439541 0.00319914
internal_count=3910 3606 3235 2650 2426 1435
is_linear=0
shrinkage=0.00196078


Tree=7847
num_leaves=7
num_cat=0
split_feature=3 39 2 48 4 52
split_gain=8.56455e-06 3.1254e-05 2.61237e-05 2.33139e-05 3.5309e-05 4.26778e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.083775000000000002 0.074650000000000008 0.0033900000000000002
decision_type=2 2 2 2 2 2
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leaf_count=1263 239 424 354 398 223 1009
internal_value=0 -0.0013051 -0.00389625 -0.000728554 -0.0050034 -0.0111711
internal_weight=0 0.00767333 0.00658745 0.00525723 0.00372304 0.0026572
internal_count=3910 3671 3247 2893 2495 2272
is_linear=0
shrinkage=0.1


Tree=7848
num_leaves=9
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split_feature=11 16 2 43 0 12 0 16
split_gain=2.35828e-05 3.65194e-05 6.41698e-05 6.27008e-05 6.31169e-05 8.03852e-05 3.65022e-05 7.45687e-06
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decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4
right_child=-2 2 7 -5 -6 -7 -8 -9
leaf_value=-0.00029685580100199672 -0.00028180458577022413 0.00019491190437280874 0.00025832546027977502 -0.0004685721038838084 -0.00035539495102584876 0.00058114575786236209 -0.0003076591750433147 0.00049720893844252276
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internal_value=0 2.77422e-05 7.70012e-05 -3.06184e-05 6.74176e-05 0.00019252 -3.21158e-05 0.000377682
internal_weight=0 0.00878117 0.00762417 0.0056146 0.00458765 0.00354018 0.00224342 0.00200957
internal_count=3910 3606 3235 2650 2188 1951 1115 585
is_linear=0
shrinkage=0.00196078


Tree=7849
num_leaves=6
num_cat=0
split_feature=1 13 13 52 0
split_gain=8.74176e-06 3.14946e-05 2.43286e-05 4.22114e-05 2.9935e-05
threshold=0.088010000000000019 -0.028919999999999998 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
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leaf_value=-0.013022215962749127 0.011501886411069013 0.005452301824282405 -0.019684450748453895 0.016844854624288887 -0.0059744815906115894
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leaf_count=1354 961 971 237 120 267
internal_value=0 -0.00377824 0.00257426 -0.00262252 0.00484179
internal_weight=0 0.00369105 0.0052438 0.00331446 0.00230574
internal_count=3910 2325 1585 624 387
is_linear=0
shrinkage=0.1


Tree=7850
num_leaves=8
num_cat=0
split_feature=11 160 13 39 3 4 16
split_gain=3.36989e-05 2.95738e-05 3.55311e-05 3.32852e-05 3.7108e-05 0.000111172 4.37249e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 0.005105000000000001 -0.087654999999999983 -0.0077799999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00032108425925271149 -0.00034607961597995829 -0.0002705222737385071 0.00022071956126969616 0.00032566008718285921 -0.00066499294305216608 -0.0001548780412020098 0.0003629276882409127
leaf_weight=0.0017504342102999376 0.0010038018474513499 0.001084723604725433 0.0013218598867246771 0.0010276147836162557 0.001161163014806693 0.0014672249045560319 0.0010948294279062309
leaf_count=361 279 364 598 351 1251 362 344
internal_value=0 3.28863e-05 7.49557e-05 4.00996e-06 -6.15059e-05 -0.000161705 6.63932e-05
internal_weight=0 0.00890785 0.00782313 0.00607269 0.00504508 0.00372322 0.00256205
internal_count=3910 3631 3267 2906 2555 1957 706
is_linear=0
shrinkage=0.00196078


Tree=7851
num_leaves=7
num_cat=0
split_feature=15 43 43 4 3 15
split_gain=9.78976e-06 2.77998e-05 3.86718e-05 3.45181e-05 4.54998e-05 2.61857e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.079374999999999987 -0.23071499999999998 -0.074234999999999982 -0.015439999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.0070555021673423318 0.014867286552733823 -0.019123395834204603 -0.013284915444539028 0.023156047043452838 -0.0081310657680637166 0.0120304183836876
leaf_weight=0.0016305515367541429 0.0012849476932903616 0.0010159654391434072 0.0011098519299912015 0.0011745377385255031 0.0016779277638786227 0.0010456488002779491
leaf_count=614 233 909 248 1218 373 315
internal_value=0 0.00151386 -0.00133453 0.0022743 0.00670424 -0.00039057
internal_weight=0 0.00730888 0.00602393 0.00500797 0.00389811 0.00272358
internal_count=3910 3296 3063 2154 1906 688
is_linear=0
shrinkage=0.1


Tree=7852
num_leaves=6
num_cat=0
split_feature=0 43 16 4 15
split_gain=9.80276e-06 2.79423e-05 2.6936e-05 3.71617e-05 5.33172e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.30307999999999996 -0.034289999999999994 -0.076594999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012499701545659075 0.0062978717522392163 -0.010530963506464036 -0.0095413708024963753 0.0016932168068781329 0.030273137603887054
leaf_weight=0.0018043108834443298 0.0019144344448193632 0.0012991023699803358 0.0010942915360917078 0.0017788432921942467 0.0010311163231065444
leaf_count=1184 446 316 1144 520 300
internal_value=0 -0.00177635 0.00194207 0.00609235 0.0121806
internal_weight=0 0.00700766 0.00520335 0.00390425 0.00280996
internal_count=3910 3464 2280 1964 820
is_linear=0
shrinkage=0.1


Tree=7853
num_leaves=7
num_cat=0
split_feature=4 12 3 43 12 52
split_gain=9.52243e-06 1.74011e-05 2.94873e-05 3.4244e-05 4.05006e-05 3.37566e-05
threshold=0.27608500000000008 -0.023959999999999995 0.11476000000000001 -0.17307499999999998 0.086935000000000012 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.013203169019023648 0.0078337427778360988 0.013555798896815546 0.014578303177971423 -0.011322091133581657 -0.018760635360451187 0.011619753866045057
leaf_weight=0.0010721060740875839 0.0013105610879528716 0.0010439904400132887 0.0012176633681075452 0.00117559369068277 0.0016761168986058417 0.001411326457076699
leaf_count=312 441 200 134 526 1764 533
internal_value=0 -0.00139632 0.000543728 -0.00267641 -0.00665158 0.00119412
internal_weight=0 0.0075968 0.00652469 0.00530703 0.00426304 0.00258692
internal_count=3910 3469 3157 3023 2823 1059
is_linear=0
shrinkage=0.1


Tree=7854
num_leaves=8
num_cat=0
split_feature=11 43 2 13 3 52 0
split_gain=2.30572e-05 2.13783e-05 5.61062e-05 2.91553e-05 3.8855e-05 6.00894e-05 4.54375e-06
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 -0.09547499999999999 0.0048550000000000008 -0.010284999999999997 -0.076439999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 -1
right_child=-2 3 -4 4 5 -7 -8
leaf_value=6.5519942113047996e-05 -0.00027788137326084476 0.00017004677478558566 0.00053780301534776006 -0.00043916890272812048 -0.00030868026288788077 0.00026662456541449466 -0.00012122751371799444
leaf_weight=0.001002139543862776 0.0010538657122234072 0.0017357754276564408 0.0010161711745970002 0.0011450885961326305 0.0013460455685677078 0.0014498491242667449 0.0010015233181371367
leaf_count=904 304 336 553 1189 197 163 264
internal_value=0 2.92173e-05 0.000162508 -4.16887e-05 -0.000134946 -1.03481e-05 -2.78251e-05
internal_weight=0 0.00869659 0.00301983 0.00567676 0.00394098 0.00279589 0.00200366
internal_count=3910 3606 1721 1885 1549 360 1168
is_linear=0
shrinkage=0.00196078


Tree=7855
num_leaves=7
num_cat=0
split_feature=52 151 12 1 12 0
split_gain=9.47193e-06 2.85203e-05 4.29009e-05 6.21934e-05 3.0158e-05 2.14156e-05
threshold=-0.048794999999999991 -0.0008699999999999999 0.095295000000000019 0.095155000000000017 0.085185000000000025 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
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leaf_value=-0.0071055172429668259 -0.017010140994796103 -0.016339002414239429 -0.014727503918092424 0.022381003273024211 0.0078469671675225894 0.010642854221145064
leaf_weight=0.0010372994827661359 0.0010853385692227548 0.0010585141386542402 0.0012825566637318462 0.0014654884561651352 0.0010050886709250396 0.0019728909849348665
leaf_count=128 372 404 566 362 1016 1062
internal_value=0 -0.00236726 0.000935662 0.00662803 -0.0045591 0.00452684
internal_weight=0 0.00589699 0.00481165 0.00352909 0.0020636 0.00301019
internal_count=3910 2720 2348 1782 1420 1190
is_linear=0
shrinkage=0.1


Tree=7856
num_leaves=7
num_cat=0
split_feature=50 484 3 16 0 15
split_gain=9.21827e-06 2.70383e-05 2.11622e-05 3.28489e-05 4.11261e-05 4.60539e-05
threshold=0.082310000000000008 0.084225000000000008 0.11265500000000002 0.22945500000000005 -0.17106499999999999 0.041585000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.01507476851970138 -0.0088393503965569185 0.016488680757025871 -0.010887632693039087 0.017907545517377051 -0.01689406676062109 0.0087096231401927026
leaf_weight=0.0010555866950885968 0.001048549344554406 0.001001645316787288 0.0016705321277583974 0.0010437412492806126 0.0019796659654898259 0.0010889651640956619
leaf_count=115 747 416 231 449 935 1017
internal_value=0 0.00114425 -0.00110327 0.0020595 -0.00195126 -0.00780809
internal_weight=0 0.00784014 0.00683849 0.00516796 0.00412422 0.00306863
internal_count=3910 3163 2747 2516 2067 1952
is_linear=0
shrinkage=0.1


Tree=7857
num_leaves=6
num_cat=0
split_feature=51 43 42 48 2
split_gain=9.65723e-06 2.24216e-05 4.59549e-05 2.66912e-05 3.44901e-05
threshold=-0.07742499999999998 -0.15109999999999998 0.08648500000000002 0.087235000000000021 0.097360000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0070216219834849719 0.014291665620457332 -0.0011501994269270488 -0.01952626495681755 -0.0074901249522530246 0.019030097326629785
leaf_weight=0.0016157989896982946 0.0011567035097842611 0.001836651735789559 0.0010876664123947617 0.0016033928571095625 0.0015716160938661823
leaf_count=667 295 1052 1141 360 395
internal_value=0 0.00152687 -0.000893899 0.00314983 0.00815531
internal_weight=0 0.00725603 0.00609933 0.00501166 0.00340827
internal_count=3910 3243 2948 1807 1447
is_linear=0
shrinkage=0.1


Tree=7858
num_leaves=7
num_cat=0
split_feature=49 42 3 16 0 4
split_gain=9.67652e-06 2.29246e-05 2.79988e-05 3.11886e-05 8.98164e-05 2.14728e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 0.15100500000000003 -0.10462499999999998 0.0051950000000000008
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0041794349851332806 0.011461059219338588 -0.015092234016294913 -0.0069747049391511136 -0.014741251070315896 0.029626894344358192 0.016434227909955131
leaf_weight=0.0010181611174292799 0.0010915456102969616 0.0017054283653660006 0.0019896562376503198 0.0010393825372764453 0.0010111500398528816 0.0010032799437153924
leaf_count=329 529 1498 326 263 765 200
internal_value=0 -0.0018239 -0.00434776 0.000187657 0.00535855 0.00605152
internal_weight=0 0.00683716 0.00574562 0.00404019 0.00300081 0.00202144
internal_count=3910 3381 2852 1354 1091 529
is_linear=0
shrinkage=0.1


Tree=7859
num_leaves=7
num_cat=0
split_feature=13 3 0 42 47 3
split_gain=1.04626e-05 3.01806e-05 3.75035e-05 4.30113e-05 2.10209e-05 3.06725e-05
threshold=0.17936000000000002 -0.115685 -0.053834999999999994 0.088235000000000022 1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.014978201618031747 -0.0095178743096038521 -0.0064721582541640696 -0.01814927714253994 0.020514800501025429 -0.014460420328808919 0.013235857215547096
leaf_weight=0.001324790373770552 0.0010258487360923279 0.001927922462809997 0.0011289870488798625 0.0010082638700480628 0.0010858967436755823 0.0013376040189090751
leaf_count=363 221 1494 389 933 276 234
internal_value=0 0.00122366 -0.0015846 0.00190465 -0.00240749 0.00160051
internal_weight=0 0.00781346 0.00648867 0.00535969 0.00435142 0.00326553
internal_count=3910 3689 3326 2937 2004 1728
is_linear=0
shrinkage=0.1


Tree=7860
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 2
split_gain=2.58827e-05 3.4738e-05 3.43349e-05 4.03104e-05 0.000123855 7.31023e-05 2.1392e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.075954999999999981 0.094485000000000013 0.090325000000000003 -0.008624999999999999 0.11462500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00033128888925351122 -0.00030511321688481694 -0.00027635555804648586 -0.00052000156743921256 0.0007044682212019169 -0.00026699493094361527 0.00013543479514038575 0.00011434599169379942
leaf_weight=0.0012337806693029319 0.0010117031828976676 0.0016247646129257283 0.0011138041045264163 0.0011660892677421704 0.0011663224566764799 0.0015855584880226819 0.0010980073372881111
leaf_count=247 279 1890 369 453 152 317 203
internal_value=0 2.56898e-05 -2.29323e-05 4.42403e-05 0.00018529 -0.00013501 -8.2077e-05
internal_weight=0 0.00898833 0.00775455 0.00612978 0.00343042 0.00269936 0.00226433
internal_count=3910 3631 3384 1494 808 686 355
is_linear=0
shrinkage=0.00196078


Tree=7861
num_leaves=7
num_cat=0
split_feature=0 1 2 0 48 12
split_gain=1.07592e-05 1.44073e-05 3.08645e-05 5.86427e-05 4.46002e-05 2.35599e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.15007499999999999 0.085790000000000019 0.090385000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.010548745456500669 0.0071982127761115074 -0.019580053324700818 0.010936855667104679 0.025230923279573853 -0.015860949664129525 0.0015806117543130144
leaf_weight=0.0014672062484463056 0.0016714400460970573 0.0010581294175568169 0.0012510145819453022 0.0011157337106388614 0.001233379209215697 0.0010465583098635965
leaf_count=1896 394 398 225 423 129 445
internal_value=0 -0.0017109 0.00056208 0.00618606 -0.00236694 -0.00905789
internal_weight=0 0.00717202 0.00570482 0.00360013 0.00248439 0.00210469
internal_count=3910 3516 1620 777 354 843
is_linear=0
shrinkage=0.1


Tree=7862
num_leaves=8
num_cat=0
split_feature=50 4 12 51 3 2 0
split_gain=1.05519e-05 2.35424e-05 2.30072e-05 4.13383e-05 3.62588e-05 3.1903e-05 2.26485e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.084249999999999978 0.096385000000000012 0.094010000000000024 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.013929603910736568 -0.0094673350099713938 0.01521220971005704 -0.0163477090043645 -0.0041175792233631194 0.020386032898510931 -0.014133724375655451 0.015895152805113735
leaf_weight=0.0011316536727382443 0.0010433953603787259 0.0010443859563518737 0.0010347076796545862 0.0010213475487756149 0.0012398458094615141 0.0010437658084714399 0.0012669881191805063
leaf_count=301 747 396 489 156 116 479 1226
internal_value=0 0.00124193 -0.000923356 0.00170184 0.00578675 0.000354489 0.00696292
internal_weight=0 0.00778269 0.00673831 0.00560665 0.00457195 0.0033321 0.00228834
internal_count=3910 3163 2767 2466 1977 1861 1382
is_linear=0
shrinkage=0.1


Tree=7863
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 0
split_gain=2.89736e-05 2.97457e-05 3.1619e-05 6.88068e-05 5.90818e-05 7.60089e-05 3.35587e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00026423303155746709 -0.00031941239972072514 0.00022889308069644026 0.00029140477771380394 -0.00046232879543672487 -0.0003121270525670804 0.00061163169900456187 -0.00025802209544639157
leaf_weight=0.0011482708822768938 0.0010256120196422665 0.0011895921557046249 0.0019209668862651495 0.0010129015053674147 0.0010144072673685688 0.0012523873536722792 0.0010030740574678853
leaf_count=371 304 152 585 462 237 836 963
internal_value=0 2.93767e-05 7.49778e-05 -9.94732e-07 0.000103791 0.000226259 6.1451e-06
internal_weight=0 0.0085416 0.00739333 0.00547236 0.00445946 0.00344505 0.00219267
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=7864
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 0
split_gain=2.13818e-05 1.91991e-05 4.08342e-05 6.89526e-05 6.35757e-05 7.14264e-05 2.40035e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.13506999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00021181462624511127 -0.00027350840869997073 0.00018631252946869407 0.00030740711039517271 -0.00048811245413139315 -0.00034861813918792028 0.00057714514235429658 -0.00022763980173244835
leaf_weight=0.0011316245229129104 0.0010265553635922771 0.0011437184135017881 0.0019323145652061407 0.0010052532603458736 0.0010230487726161563 0.001270951505030554 0.0010178474594489139
leaf_count=371 304 150 585 462 237 836 965
internal_value=0 2.60292e-05 6.24346e-05 -2.42491e-05 8.04065e-05 0.000208276 -8.61113e-06
internal_weight=0 0.00852476 0.00739313 0.00546082 0.00445557 0.00343252 0.00216157
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=7865
num_leaves=7
num_cat=0
split_feature=11 16 2 4 2 3
split_gain=2.38037e-05 2.6505e-05 4.12174e-05 8.52987e-05 3.54964e-05 2.84379e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.08422499999999998 0.089910000000000004 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00024149613910813238 -0.00028492219287472239 -0.00043578056328806786 0.0003184639649673596 0.00021404465113125196 0.00042756871081698033 -0.00016559324054560428
leaf_weight=0.0012043743170336019 0.0010445630315311224 0.0013833538502834586 0.0019326539032727017 0.0014625320389009631 0.0011045918847138502 0.0015761508764854625
leaf_count=380 304 536 581 1138 611 360
internal_value=0 2.84091e-05 7.19879e-05 -1.42044e-05 0.000126551 1.71282e-05
internal_weight=0 0.00866366 0.00745928 0.00552663 0.00414327 0.00303868
internal_count=3910 3606 3226 2645 2109 1498
is_linear=0
shrinkage=0.00196078


Tree=7866
num_leaves=7
num_cat=0
split_feature=11 16 2 16 16 16
split_gain=3.12577e-05 2.5564e-05 3.58214e-05 7.08065e-05 3.92619e-05 6.06005e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.16388500000000003 -0.110495 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0002334543187462753 -0.00032775739422809659 0.00045593299717616747 0.0003056248532539735 -0.00038375990233040382 -0.00030609380245915686 0.00025103067524605787
leaf_weight=0.0011895285483075882 0.0010308468266855041 0.0010351308588549359 0.0019350824031754603 0.0014087706562183697 0.0013049052731316806 0.0017672255516020337
leaf_count=380 304 233 581 316 1085 1011
internal_value=0 3.34736e-05 7.60872e-05 -4.43706e-06 0.000125669 1.43888e-05
internal_weight=0 0.00864064 0.00745111 0.00551603 0.00410726 0.00307213
internal_count=3910 3606 3226 2645 2329 2096
is_linear=0
shrinkage=0.00196078


Tree=7867
num_leaves=7
num_cat=0
split_feature=11 16 2 16 16 16
split_gain=3.10042e-05 2.80649e-05 3.41196e-05 7.51255e-05 3.71944e-05 5.07277e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 0.16388500000000003 -0.110495 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024849812007298779 -0.00032891772270045614 0.00046007011735270213 0.00030361829775992112 -0.00039585052178950857 -0.00026707044575142579 0.00024376923646258914
leaf_weight=0.0011672085018726731 0.0010125813210884278 0.0010092291539665118 0.0019184459753025934 0.0013795030912024291 0.0013030973404091562 0.001752466960544638
leaf_count=380 304 233 581 316 1085 1011
internal_value=0 3.39796e-05 7.87605e-05 -4.74276e-07 0.000133708 2.5913e-05
internal_weight=0 0.00852995 0.00736274 0.0054443 0.00406479 0.00305556
internal_count=3910 3606 3226 2645 2329 2096
is_linear=0
shrinkage=0.00196078


Tree=7868
num_leaves=8
num_cat=0
split_feature=52 13 1 2 48 0 12
split_gain=1.03333e-05 2.72174e-05 2.74719e-05 3.17463e-05 4.7012e-05 1.4822e-05 6.00822e-06
threshold=0.11401500000000002 -0.094679999999999986 0.11593500000000001 0.084235000000000018 0.085425000000000015 -0.080229999999999982 0.089855000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.016714063153213058 -0.0087767784925409497 0.01403871240102147 -0.017124037434345221 -0.020991255690623427 0.011776986938932745 -0.0043676909691705412 0.0057928577178605785
leaf_weight=0.0010115116036472672 0.0011756729090718421 0.0013334131335406853 0.0010192080405334019 0.0011204736125797724 0.0011846509831928771 0.001028880738129363 0.0010034738119577748
leaf_count=291 647 731 298 928 333 567 115
internal_value=0 0.0012885 -0.00225018 0.000997777 -0.00421786 -0.0130337 0.0112752
internal_weight=0 0.00770161 0.00568663 0.00466742 0.00333401 0.00214935 0.00201499
internal_count=3910 3263 2857 2559 1828 1495 406
is_linear=0
shrinkage=0.1


Tree=7869
num_leaves=7
num_cat=0
split_feature=43 3 52 16 0 48
split_gain=1.07256e-05 3.05269e-05 2.08712e-05 4.72867e-05 4.34697e-05 2.22967e-05
threshold=-0.049504999999999987 -0.075954999999999981 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 0.084260000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0032022187482180181 -0.013393524451453826 0.017010965425582315 -0.024477014895491103 0.018894756203530275 0.0098717484206107351 -0.0036869318020628277
leaf_weight=0.0019233773264040882 0.0013680810057799383 0.0012217684616097051 0.0010276374962294374 0.0010812961722288066 0.0012036683945863434 0.0010358187536458653
leaf_count=1259 427 565 255 228 1050 126
internal_value=0 0.00464983 -0.00262097 0.000768244 -0.00523095 -0.0140408
internal_weight=0 0.00314515 0.0057165 0.00434842 0.00326712 0.00206346
internal_count=3910 1824 2086 1659 1431 381
is_linear=0
shrinkage=0.1


Tree=7870
num_leaves=7
num_cat=0
split_feature=50 4 151 4 47 13
split_gain=9.31783e-06 2.22939e-05 2.45297e-05 3.82781e-05 2.75126e-05 2.24145e-05
threshold=0.082310000000000008 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 0.09023500000000001 -0.070604999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.011313264141142511 -0.0088861444504380847 0.01472757062946922 0.014387646446312572 -0.02154489852721932 -0.00043693070337789204 -0.0034832683465147313
leaf_weight=0.0013131088510281988 0.0010487441577426418 0.0010474275869047714 0.001203834781874866 0.0014985317173721467 0.0010503033728667371 0.0016830563726913691
leaf_count=447 747 396 647 552 151 970
internal_value=0 0.00115373 -0.000952944 -0.00391609 -0.0128469 0.00396891
internal_weight=0 0.00779626 0.00674884 0.00543573 0.00254884 0.00288689
internal_count=3910 3163 2767 2320 703 1617
is_linear=0
shrinkage=0.1


Tree=7871
num_leaves=7
num_cat=0
split_feature=48 0 1 0 2 52
split_gain=9.11382e-06 2.1992e-05 3.34738e-05 2.3846e-05 2.91635e-05 3.22495e-05
threshold=0.11339500000000001 -0.10575999999999998 0.10937500000000001 -0.077944999999999987 0.10113500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-8.8678549203017733e-05 -0.0086195270836040127 -0.013531240319815709 0.021821395894358848 -0.0037102982013589958 -0.011240851353504408 0.021052320757424265
leaf_weight=0.0019286508096099128 0.0010844540432671298 0.0014955164479324018 0.0010921615680432445 0.0010498051792062718 0.0011267707375196175 0.0010539341303139774
leaf_count=462 195 1792 171 314 546 430
internal_value=0 0.00116849 0.00783281 -0.00309126 0.00174177 0.00869531
internal_weight=0 0.00774684 0.00302081 0.00472603 0.00323051 0.00210374
internal_count=3910 3715 633 3082 1290 744
is_linear=0
shrinkage=0.1


Tree=7872
num_leaves=7
num_cat=0
split_feature=52 160 2 16 16 0
split_gain=1.01505e-05 3.35778e-05 2.07136e-05 9.64174e-05 2.2599e-05 1.99927e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.055679999999999993 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0065677709237878653 -0.018634114588692335 0.017712274082889484 0.011310274787758465 -0.0063960367045515377 -0.027443140893921567 0.010659407186789668
leaf_weight=0.0010283573689697052 0.0010515501863586412 0.0013389942297741221 0.0014042025214177634 0.001030003930956667 0.0010108085088093304 0.0019531405646238216
leaf_count=128 924 265 315 992 224 1062
internal_value=0 -0.00245458 0.00110176 -0.00313955 -0.0168206 0.00471753
internal_weight=0 0.00583556 0.00478401 0.00337981 0.00204081 0.0029815
internal_count=3910 2720 1796 1481 1216 1190
is_linear=0
shrinkage=0.1


Tree=7873
num_leaves=7
num_cat=0
split_feature=15 43 42 160 16 0
split_gain=1.04623e-05 2.17552e-05 3.34025e-05 3.88102e-05 4.9963e-05 0.000113116
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 -0.026849999999999995 0.0032450000000000005 -0.10462499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0073331818209062122 0.013526670439455921 0.019884320052122949 -0.016207182425597749 -0.014076795883050587 -0.018951196857433635 0.028039569389356901
leaf_weight=0.0016029918391584361 0.0012613608041698353 0.0010356520008101178 0.001153655570250497 0.0013458903302668672 0.0011862213931666974 0.0012119584604977421
leaf_count=614 233 439 1204 235 358 827
internal_value=0 0.00160039 -0.000934984 0.00275118 -0.00198804 0.00587876
internal_weight=0 0.00719474 0.00593338 0.00477972 0.00374407 0.00255785
internal_count=3910 3296 3063 1859 1420 1062
is_linear=0
shrinkage=0.1


Tree=7874
num_leaves=7
num_cat=0
split_feature=11 1 13 15 52 12
split_gain=3.12488e-05 2.30067e-05 4.14439e-05 4.64112e-05 3.50293e-05 5.43028e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 -0.074174999999999977 -0.081429999999999989 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00018948784384803177 -0.00032578016412236204 0.0003710616186066994 0.00019967731144934398 -0.00026481236449981283 6.8367982905647828e-05 -0.00051701261803343646
leaf_weight=0.0011916194689994934 0.001046787029737547 0.0016714866097534923 0.0018589961730785525 0.0014898761960896957 0.0012336989600632206 0.0012037257660526427
leaf_count=506 304 895 216 287 682 1020
internal_value=0 3.29141e-05 0.000118893 -6.969e-06 -8.60277e-05 -0.000220723
internal_weight=0 0.0086494 0.00502036 0.00334887 0.00362904 0.00243742
internal_count=3910 3606 1398 503 2208 1702
is_linear=0
shrinkage=0.00196078


Tree=7875
num_leaves=8
num_cat=0
split_feature=11 3 3 1 13 47 4
split_gain=2.29872e-05 2.13154e-05 3.20698e-05 3.38301e-05 6.63954e-05 5.6993e-05 3.38127e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 1.0000000180025095e-35 -0.070604999999999987 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00028222124675448342 -0.00028140427635057178 -0.0003076305762756299 -0.00021952820187808887 0.00054797249788542774 -0.00010856930967732832 -0.00037921989810570317 0.00033457518786957638
leaf_weight=0.0011011081940596884 0.0010382201623051228 0.0011737308799505105 0.0014365095489285414 0.0010958590801312946 0.0011275642972110042 0.0010872924726149434 0.0016032384616477789
leaf_count=222 304 1646 590 463 350 144 191
internal_value=0 2.7418e-05 -9.87046e-06 4.51634e-05 0.000122541 4.35293e-07 0.000151598
internal_weight=0 0.0086253 0.00752419 0.00635046 0.00491395 0.0038181 0.0027308
internal_count=3910 3606 3384 1738 1148 685 541
is_linear=0
shrinkage=0.00196078


Tree=7876
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 4
split_gain=2.94783e-05 2.11341e-05 8.72827e-05 3.90179e-05 5.13527e-05 3.8352e-05 9.84428e-06
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.094625000000000015 -0.077679999999999985 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00039190576585995142 -0.00032392322716402348 -0.00017474815600378423 0.00054344123327486175 0.00011606684213280997 0.00045860950191338229 -0.00035523816798084957 -0.00011851735061982479
leaf_weight=0.0010245270715473894 0.0010209495216365579 0.0013327347699457345 0.0012710980605882833 0.0018288687755759919 0.0010123660375132831 0.0010420267486362564 0.0010012913883469619
leaf_count=685 304 114 591 938 128 760 390
internal_value=0 2.86705e-05 0.000175846 -3.61824e-05 7.88986e-05 -5.49991e-05 -0.000256779
internal_weight=0 0.00851291 0.00260383 0.00590908 0.00388326 0.0028709 0.00202582
internal_count=3910 3606 705 2901 1826 1698 1075
is_linear=0
shrinkage=0.00196078


Tree=7877
num_leaves=7
num_cat=0
split_feature=150 52 15 15 3 13
split_gain=1.11787e-05 2.93719e-05 4.58086e-05 6.94121e-05 5.26212e-05 2.35871e-05
threshold=0.082085000000000019 0.11401500000000002 -0.017214999999999998 -0.106555 -0.089974999999999986 -0.010384999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0052099776283854862 0.0073414375843816257 -0.017630096709728926 -0.009550057266847968 -0.027162254680601391 0.007649585863965188 0.027735053944629315
leaf_weight=0.0015137031831391941 0.0016642163081267156 0.0010025008529465154 0.0011060095893030155 0.001177668847175594 0.0012701306080960915 0.0010833707077066072
leaf_count=498 513 606 493 660 781 359
internal_value=0 -0.00175792 0.000829 -0.0089552 0.00844075 0.0168954
internal_weight=0 0.00715338 0.00615088 0.00269137 0.00345951 0.0023535
internal_count=3910 3397 2791 1158 1633 1140
is_linear=0
shrinkage=0.1


Tree=7878
num_leaves=7
num_cat=0
split_feature=52 160 2 2 16 16
split_gain=9.48328e-06 2.68626e-05 2.22415e-05 2.06825e-05 8.4118e-05 1.58977e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.099015000000000006 0.11005500000000001 -0.15168999999999996 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0019115664909299772 -0.016876481254060473 0.016050373131991411 0.016104873292596519 0.011004640398731155 -0.0075052133056333972 -0.025199809740084286
leaf_weight=0.0019099918545228607 0.0010487528629794076 0.0013348331159590229 0.0010685650711396637 0.0014022010653708455 0.0010256200002106666 0.001005596961882657
leaf_count=709 924 265 481 315 992 224
internal_value=0 -0.00238651 0.00455188 0.00080049 -0.00345027 -0.0162653
internal_weight=0 0.005817 0.00297856 0.00476825 0.00336605 0.00203122
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=7879
num_leaves=9
num_cat=0
split_feature=11 13 39 0 49 52 16 16
split_gain=2.97222e-05 3.20247e-05 7.56408e-05 5.71946e-05 6.18347e-05 4.16748e-05 5.79639e-05 1.91425e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 0.024145000000000003 -0.057604999999999996 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.0004293541373946007 -0.00032598591930512496 -0.00046706501229243027 0.00042740713903521036 -0.00054382671956672768 -0.00033779343597327134 0.00039521669199113371 0.00022016658842643498 4.9793541615700039e-05
leaf_weight=0.0010348058077528054 0.0010285044295113349 0.0010224648750658061 0.0011381298793193178 0.0010326013391817801 0.0013956630671245773 0.0011146931838539845 0.0014695686557049965 0.0010089313623933508
leaf_count=288 279 160 387 329 542 1039 768 118
internal_value=0 2.54443e-05 -3.62491e-05 -0.000123689 -3.6964e-05 7.35314e-05 -5.16174e-05 0.000241977
internal_weight=0 0.00921686 0.00717312 0.00603499 0.00500239 0.00397992 0.00286523 0.00204374
internal_count=3910 3631 3225 2838 2509 2349 1310 406
is_linear=0
shrinkage=0.00196078


Tree=7880
num_leaves=8
num_cat=0
split_feature=11 3 3 3 4 4 1
split_gain=5.75376e-05 6.78393e-05 2.67773e-05 5.38042e-05 3.36149e-05 9.16027e-05 5.59445e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.075954999999999981 -0.015794999999999997 0.0057500000000000008 0.053925000000000008 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00047191894650926852 -0.00044918107746689476 -0.0002469486807870258 0.00044553655733279484 7.942642601459717e-05 0.00054917300445649206 -0.00016267178795379157 -0.00055281786130345666
leaf_weight=0.0012142580066996601 0.0010267504283478701 0.0016631980643158073 0.0010174895657667224 0.0010813259718642045 0.0010646899511732762 0.0020017320349417318 0.0010710451127102108
leaf_count=247 279 1890 617 111 83 394 289
internal_value=0 4.04337e-05 -2.58915e-05 3.30638e-05 -4.73545e-05 8.44873e-05 -0.000235186
internal_weight=0 0.00911374 0.00789948 0.00623628 0.00521879 0.00306642 0.00215237
internal_count=3910 3631 3384 1494 877 477 400
is_linear=0
shrinkage=0.00196078


Tree=7881
num_leaves=8
num_cat=0
split_feature=11 2 1 150 0 16 47
split_gain=2.33255e-05 2.64092e-05 4.33242e-05 3.61581e-05 6.51246e-05 3.72497e-05 2.55903e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.090355000000000005 0.083435000000000023 -0.13506999999999997 0.15100500000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -4
right_child=-2 3 6 -5 5 -7 -8
leaf_value=-0.00034680391521247505 -0.00028575818006104116 -0.00030751950131588889 0.00029957409925612794 0.00041804464335043473 0.00046134854121864584 -1.8082628738117201e-05 -0.00013690802787977717
leaf_weight=0.001587735099993146 0.0010465423706894463 0.0014358460449441016 0.0010452851595583483 0.0011681904349736 0.0012209769767129559 0.0012723188838227523 0.0010206852189389216
leaf_count=1336 304 214 500 239 821 324 172
internal_value=0 2.39814e-05 -0.000103247 0.000115177 2.51298e-05 0.000216697 8.39317e-05
internal_weight=0 0.00875104 0.00365371 0.00509733 0.00392914 0.0024933 0.00206597
internal_count=3910 3606 2008 1598 1359 1145 672
is_linear=0
shrinkage=0.00196078


Tree=7882
num_leaves=7
num_cat=0
split_feature=15 52 2 52 43 4
split_gain=1.0218e-05 2.41043e-05 5.05892e-05 3.77451e-05 5.08743e-05 4.61889e-05
threshold=-0.11739999999999999 0.11110500000000002 0.10113500000000002 -0.087094999999999992 -0.0037249999999999996 -0.0017649999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.0072396958459354181 -0.0093884283692620019 0.015743349209231615 -0.015922950322428405 -0.0069765145775348928 0.033807155547001928 0.0042381265542032259
leaf_weight=0.0016180653841259777 0.0013568180504535221 0.0010267719546914163 0.0016300952038457751 0.0010966623621309576 0.0010966220510161913 0.001019318278079439
leaf_count=614 519 548 615 1039 412 163
internal_value=0 0.00155174 -0.000798695 0.00459673 0.0105033 0.0195628
internal_weight=0 0.00722629 0.00619952 0.00456942 0.0032126 0.00211594
internal_count=3910 3296 2748 2133 1614 575
is_linear=0
shrinkage=0.1


Tree=7883
num_leaves=8
num_cat=0
split_feature=11 2 0 2 3 4 52
split_gain=2.63904e-05 2.13577e-05 4.64164e-05 2.82565e-05 5.80902e-05 3.11112e-05 1.31138e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 0.085255000000000011 -1.0000000180025095e-35 -0.0031049999999999997 0.016565000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.00013007976005860122 -0.00030273035977717422 -0.00013232285190308772 0.00048824048875377885 -0.0004311406454838544 0.0004418790718969708 3.7072732360205622e-05 0.00017761234451232961
leaf_weight=0.0019052172741473676 0.0010266786608083651 0.0013626747791952274 0.0010442133231030114 0.0012003079450788529 0.0010639565016140123 0.0010003376009253674 0.0010458778326198096
leaf_count=1161 304 157 527 976 147 316 322
internal_value=0 2.9825e-05 0.000149235 -4.99256e-05 7.48726e-05 -0.000218307 0.000332803
internal_weight=0 0.00862259 0.00345277 0.00516982 0.00296917 0.00220065 0.00209009
internal_count=3910 3606 1006 2600 1308 1292 849
is_linear=0
shrinkage=0.00196078


Tree=7884
num_leaves=8
num_cat=0
split_feature=11 2 3 1 3 43 4
split_gain=2.03375e-05 2.45323e-05 4.12863e-05 3.71999e-05 4.09671e-05 7.69725e-05 2.62969e-05
threshold=1.0000000180025095e-35 0.099015000000000006 0.090325000000000003 0.095575000000000007 0.084925000000000014 -0.077544999999999989 0.057365000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=6.3380884727977233e-05 -0.00026283780703629834 0.00045863006717457836 0.00020578808501338578 0.00017026699961754615 0.00012858079101979697 -0.00066450285910024567 -0.0002145705644399961
leaf_weight=0.0010310624875622182 0.0010303254601463944 0.0011571752272783089 0.0011937410990530591 0.0018055633129479974 0.0011158465723804852 0.0012188591715900656 0.0010988593108260747
leaf_count=817 304 685 153 466 133 1184 168
internal_value=0 2.864e-05 0.000156703 -5.67903e-05 -0.000178595 -0.000330939 4.30726e-06
internal_weight=0 0.00862111 0.00344978 0.00517133 0.00336577 0.00224992 0.0022926
internal_count=3910 3606 1006 2600 2134 2001 321
is_linear=0
shrinkage=0.00196078


Tree=7885
num_leaves=7
num_cat=0
split_feature=43 42 0 4 13 48
split_gain=1.13348e-05 2.6965e-05 3.83283e-05 2.1905e-05 3.28735e-05 5.08796e-05
threshold=-0.049504999999999987 -1.0000000180025095e-35 -0.072864999999999985 -0.23071499999999998 -0.0041499999999999983 0.084500000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=-0.0086332080818144284 -0.015487624414953145 -0.00248156003509349 0.024352250087996231 -0.011702804789558069 0.016390148920428668 -0.0099673252339610562
leaf_weight=0.0010168569568932339 0.0010864850772711295 0.0010470301896611054 0.0010827607589364132 0.0015285806147063469 0.0018990057578167833 0.0011921487257862138
leaf_count=510 234 938 376 1288 418 146
internal_value=0 0.00476401 0.0111604 -0.00271165 0.000293041 0.00622501
internal_weight=0 0.00314665 0.00212979 0.00570622 0.00461974 0.00309115
internal_count=3910 1824 1314 2086 1852 564
is_linear=0
shrinkage=0.1


Tree=7886
num_leaves=6
num_cat=0
split_feature=52 160 2 2 16
split_gain=9.78307e-06 2.60821e-05 2.15026e-05 1.93129e-05 7.49797e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.099015000000000006 0.11005500000000001 -0.110495
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0017442375112967673 -0.016682346761495968 0.013929949894305691 0.015908933683068414 0.010530075005645513 -0.016223402546312864
leaf_weight=0.0019215141929748436 0.0010528666460621738 0.0014344738507439548 0.0010765813857377621 0.0014102808266659899 0.0019398349589573507
leaf_count=709 924 333 481 315 1148
internal_value=0 -0.00243299 0.00459481 0.000702628 -0.00340472
internal_weight=0 0.00583746 0.0029981 0.00478459 0.00337431
internal_count=3910 2720 1190 1796 1481
is_linear=0
shrinkage=0.1


Tree=7887
num_leaves=6
num_cat=0
split_feature=15 43 16 0 0
split_gain=9.82958e-06 2.16043e-05 3.77706e-05 6.46996e-05 4.42679e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.19424999999999998 -0.10131499999999999 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0070868697682084092 0.013444073225310408 -0.017048605432109031 0.017371986134413379 -0.020138296232605584 0.0047630253188567723
leaf_weight=0.0016180637990491015 0.0012579817760570832 0.0011740730876216984 0.0018866458084774141 0.0012982433826884228 0.0015861353608715273
leaf_count=614 233 268 297 1978 520
internal_value=0 0.00153841 -0.00098083 0.00297319 -0.00644493
internal_weight=0 0.00720308 0.0059451 0.00477102 0.00288438
internal_count=3910 3296 3063 2795 2498
is_linear=0
shrinkage=0.1


Tree=7888
num_leaves=7
num_cat=0
split_feature=43 13 52 16 0 4
split_gain=9.22339e-06 2.46854e-05 2.05007e-05 4.98319e-05 3.37309e-05 2.10838e-05
threshold=-0.049504999999999987 -0.003375 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 0.24280000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.01231291357961848 -0.013091378981280155 -0.0055566439167523286 -0.023122288647903 0.019853990832823794 0.0081633563795707569 -0.0028626359797715721
leaf_weight=0.0017286186941279521 0.0013710626310052413 0.0013984731230412954 0.0010228836563424377 0.0010532552941533513 0.0011980864156290582 0.0010318373705923559
leaf_count=1321 427 503 189 228 1050 192
internal_value=0 0.00432143 -0.00244183 0.00094902 -0.00517239 -0.0129483
internal_weight=0 0.00312709 0.00567713 0.00430606 0.00325281 0.00205472
internal_count=3910 1824 2086 1659 1431 381
is_linear=0
shrinkage=0.1


Tree=7889
num_leaves=7
num_cat=0
split_feature=50 160 42 49 1 2
split_gain=1.098e-05 2.42197e-05 3.3595e-05 3.62787e-05 5.78461e-05 4.92298e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00023638930367923496 -0.00019647284075960302 -0.00034927766861630712 0.00028100816331543671 -0.00022673010066771873 -0.00045683708905276546 0.0002902701759683359
leaf_weight=0.0015833559760953311 0.0010279736928886481 0.0010838137232291279 0.0015662474766667874 0.0012204736184793228 0.0010876486053080182 0.0016867994875770702
leaf_count=804 715 766 312 565 282 466
internal_value=0 1.84601e-05 -3.34677e-05 2.80804e-05 -7.10824e-05 7.32334e-05
internal_weight=0 0.00822834 0.00664498 0.00556117 0.00399492 0.00290727
internal_count=3910 3195 2391 1625 1313 1031
is_linear=0
shrinkage=0.00196078


Tree=7890
num_leaves=6
num_cat=0
split_feature=42 133 49 1 16
split_gain=9.91075e-06 2.00816e-05 3.99307e-05 2.71485e-05 4.31093e-05
threshold=0.091955000000000023 0.083815000000000014 -0.0057999999999999987 0.11198000000000001 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013857248457508462 -0.0084150999932164471 0.012368968869561986 -0.01429241346459024 0.015543899989423543 0.0094554346435467684
leaf_weight=0.0017583310178912138 0.0012174534207318654 0.001348630539606795 0.0013967809836824289 0.0013880260612140808 0.0016883982392074625
leaf_count=420 843 873 862 269 643
internal_value=0 0.00130499 -0.00108948 0.00392929 -0.00129614
internal_weight=0 0.00758017 0.00623154 0.00447321 0.00308518
internal_count=3910 3067 2194 1774 1505
is_linear=0
shrinkage=0.1


Tree=7891
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=2.91201e-05 3.17575e-05 9.24679e-05 3.96554e-05 3.40607e-05 4.29228e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.090325000000000003 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00017469007487259892 -0.00031334995837505703 -0.00014982050049464676 0.00057231036155405062 0.00027935331017215595 -0.00041865628324951276 -0.00024532376443815675
leaf_weight=0.0018828152495111079 0.0010570324867010357 0.0013804494957854532 0.0013469221187711678 0.0011518329988252519 0.0011591360388540669 0.0018591309545834484
leaf_count=901 304 114 591 421 157 1422
internal_value=0 3.11319e-05 0.000206806 -4.8025e-05 -0.000124964 -3.39876e-05
internal_weight=0 0.00878029 0.00272737 0.00605292 0.00490108 0.00374195
internal_count=3910 3606 705 2901 2480 2323
is_linear=0
shrinkage=0.00196078


Tree=7892
num_leaves=6
num_cat=0
split_feature=150 15 16 43 43
split_gain=1.15474e-05 2.26352e-05 3.34401e-05 2.56507e-05 5.23653e-05
threshold=0.082085000000000019 -0.038029999999999987 -0.055679999999999993 -0.083899999999999988 0.0016850000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00070074513445232255 0.0074404244941991618 0.01370952322179729 -0.022957253379602364 -0.016440284509771572 0.011367395002690265
leaf_weight=0.0019370922527056945 0.0016712616662264293 0.0014488742274992574 0.001036191647096109 0.0013779327326609221 0.0013316416205937033
leaf_count=710 513 484 674 1087 442
internal_value=0 -0.00179458 -0.00845715 0.00296915 -0.00277398
internal_weight=0 0.00713173 0.00297328 0.00415845 0.00270957
internal_count=3910 3397 1384 2013 1529
is_linear=0
shrinkage=0.1


Tree=7893
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 0
split_gain=1.10706e-05 2.23922e-05 1.70988e-05 4.06377e-05 2.32234e-05 3.20732e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 -0.055679999999999993 -0.066689999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.013318790554239441 -0.018045528851153469 0.0048285708688207444 0.012292866223004274 0.013501013606153396 -0.014757805835238294 0.010200178113175055
leaf_weight=0.00153659497014867 0.0010292857036626581 0.0012196119399290122 0.0013465179596107435 0.0015964520543978985 0.0010541030451579813 0.0010065927673444776
leaf_count=1913 274 95 362 501 428 337
internal_value=0 -0.00528865 0.00236094 -0.000492721 0.00444743 -0.00256652
internal_weight=0 0.00275621 0.00603295 0.00468643 0.00365715 0.0020607
internal_count=3910 2008 1902 1540 1266 765
is_linear=0
shrinkage=0.1


Tree=7894
num_leaves=8
num_cat=0
split_feature=47 4 12 16 51 1 12
split_gain=2.30611e-05 3.85466e-05 3.75708e-05 4.01476e-05 6.779e-05 5.38956e-05 7.06442e-05
threshold=0.11669500000000001 0.24280000000000004 0.098595000000000016 -0.057604999999999996 0.077145000000000005 0.090820000000000012 0.081080000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-0.00047119387893544294 -0.0002783391012933916 0.00028913725381736369 -0.00038134356350438549 -0.00038440779847533242 0.0001834233895744252 0.00049627502575795449 0.0003290803204980775
leaf_weight=0.0013002648996556787 0.0010316996911448979 0.0017766335974786669 0.00102412222566151 0.0010495995962374396 0.0011427187940071006 0.0012099343765660181 0.0010851312464569465
leaf_count=985 179 512 479 207 324 434 790
internal_value=0 3.19214e-05 -3.51651e-05 2.6091e-05 -0.000164993 0.000165661 -2.17259e-05
internal_weight=0 0.0085884 0.00681177 0.00578765 0.00244298 0.00334467 0.00213473
internal_count=3910 3731 3219 2740 1309 1431 997
is_linear=0
shrinkage=0.00196078


Tree=7895
num_leaves=8
num_cat=0
split_feature=11 160 48 0 2 3 12
split_gain=2.53593e-05 2.57261e-05 3.01775e-05 8.90827e-05 3.66854e-05 6.42231e-05 3.48191e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.090325000000000003 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00023576328490742653 -0.00029395828614027221 -0.0002561521712278843 -0.00014332289832254288 0.00067875102424629096 0.00032784434242294632 -0.00051060700511350364 -0.00015142301610043132
leaf_weight=0.0017989637173063439 0.0010574342927994465 0.0010776762626461839 0.0010017739682035014 0.0010256822433864243 0.0010318661420927371 0.0010375116574170319 0.001773107142455078
leaf_count=810 304 362 87 525 387 147 1288
internal_value=0 2.75225e-05 6.7386e-05 0.000272561 -6.35101e-06 -8.11614e-05 4.35715e-05
internal_weight=0 0.00874658 0.0076689 0.00202746 0.00564145 0.00460958 0.00357207
internal_count=3910 3606 3244 612 2632 2245 2098
is_linear=0
shrinkage=0.00196078


Tree=7896
num_leaves=7
num_cat=0
split_feature=13 43 0 2 0 15
split_gain=1.19317e-05 2.59223e-05 2.36017e-05 2.13453e-05 2.71749e-05 2.77345e-05
threshold=0.17936000000000002 -0.049504999999999987 -0.07773999999999999 0.089910000000000004 -0.072864999999999985 -0.095799999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00090184907243344393 -0.010244950514959586 -0.011045722145071874 0.019845704717292592 -0.0025273678429493475 -0.010573045555782958 0.018369789274041419
leaf_weight=0.0010024125846241237 0.0010139284755459905 0.0018730217352366896 0.0012102710771406278 0.0012782863414407988 0.0011681373186656885 0.0012622349833495161
leaf_count=1066 221 1091 552 237 410 333
internal_value=0 0.00128699 0.0104464 -0.00234398 0.00205075 0.0078552
internal_weight=0 0.00779436 0.00221268 0.00558168 0.00370866 0.00254052
internal_count=3910 3689 1618 2071 980 570
is_linear=0
shrinkage=0.1


Tree=7897
num_leaves=8
num_cat=0
split_feature=13 16 0 2 457 16 16
split_gain=9.6774e-06 2.13129e-05 3.86682e-05 2.50824e-05 2.44246e-05 2.64727e-05 5.37344e-05
threshold=0.17936000000000002 0.064860000000000015 -0.077944999999999987 0.099015000000000006 0.082870000000000013 -0.088144999999999987 -0.30307999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.011220371341423431 -0.0092301818956939726 -0.018610633574035411 0.022002549942352279 0.0034068613358829922 0.014260732686665259 -0.015427983564157609 0.018283253084825157
leaf_weight=0.0013153570161744204 0.001012917204748328 0.0010284058209895741 0.0010157550613388135 0.0010413113979523421 0.0010102080085675471 0.0012080444245410322 0.0011632109491871451
leaf_count=326 221 362 717 346 225 1144 569
internal_value=0 0.00116092 0.00431089 -0.00753324 0.000484818 -0.00329007 0.00262591
internal_weight=0 0.00778229 0.00571258 0.00206972 0.00469682 0.00368661 0.00247857
internal_count=3910 3689 2981 708 2264 2039 895
is_linear=0
shrinkage=0.1


Tree=7898
num_leaves=6
num_cat=0
split_feature=11 1 13 15 4
split_gain=2.2032e-05 2.02716e-05 4.92782e-05 5.6349e-05 3.25675e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 -0.074174999999999977 -0.083329999999999987
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=9.5618606264997276e-05 -0.00027278926855808095 0.00038552952933599351 0.00019748069622161276 -0.00031386772770847725 -0.0002757867962192575
leaf_weight=0.0018749230323051606 0.0010554468916996124 0.0016511654561029232 0.0018778385457033329 0.0014827574977727713 0.0017595807547021241
leaf_count=515 304 895 216 287 1693
internal_value=0 2.72983e-05 0.00010815 -2.81357e-05 -8.41908e-05
internal_weight=0 0.00864627 0.00501176 0.0033606 0.0036345
internal_count=3910 3606 1398 503 2208
is_linear=0
shrinkage=0.00196078


Tree=7899
num_leaves=7
num_cat=0
split_feature=4 16 2 2 4 15
split_gain=1.12077e-05 1.49849e-05 3.86123e-05 6.74614e-05 3.13909e-05 2.11439e-05
threshold=0.27020000000000005 -0.089864999999999987 0.106285 0.087005000000000013 -0.0010999999999999996 -0.091704999999999995
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0017929739228606551 0.0081175795225764871 0.017252464523964711 0.016679227615616445 -0.019965905757879498 -0.0062183122516010769 -0.01746007140629113
leaf_weight=0.0010857003834236236 0.0014146068000986632 0.0013242106847413272 0.0012510375617141075 0.0015153454775631938 0.0010002693456182027 0.0012018277954767896
leaf_count=271 472 1005 477 1009 203 473
internal_value=0 -0.00159931 0.00142157 -0.00354947 0.00715253 -0.00832224
internal_weight=0 0.00737839 0.00509086 0.00383983 0.00232448 0.00228753
internal_count=3910 3438 2694 2217 1208 744
is_linear=0
shrinkage=0.1


Tree=7900
num_leaves=7
num_cat=0
split_feature=50 4 151 2 13 3
split_gain=1.15944e-05 2.46091e-05 2.16682e-05 3.89451e-05 3.93771e-05 3.55598e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 0.10457000000000001 -0.070604999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.010506072062947049 -0.010023237322391755 0.015471404488585132 0.015516113270965848 -0.017118501669110518 -0.016180364666872803 0.0080085452424047462
leaf_weight=0.0013244208282673494 0.0010258616881915804 0.0010567420986738471 0.0013339420078416434 0.0015542204011700063 0.001414873638769183 0.001065383291292959
leaf_count=452 747 396 820 471 882 142
internal_value=0 0.00128967 -0.000949503 -0.00377566 0.00166132 -0.00579013
internal_weight=0 0.00774958 0.00669284 0.00536842 0.0038142 0.00248026
internal_count=3910 3163 2767 2315 1844 1024
is_linear=0
shrinkage=0.1


Tree=7901
num_leaves=7
num_cat=0
split_feature=48 48 2 2 0 16
split_gain=1.02048e-05 1.84111e-05 3.43755e-05 3.32476e-05 2.13856e-05 2.09611e-05
threshold=0.11379500000000002 0.016865000000000002 0.11260500000000001 0.084235000000000018 -0.083934999999999996 -0.0037499999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=0.011765261543750497 -0.0092075096603904758 0.010186424287308683 0.014230603164680396 -0.0037834144702452153 -0.006791997872666349 -0.022887404797964941
leaf_weight=0.001296222173056129 0.0010643260354338503 0.0017707798223077637 0.0011329007967971014 0.0010955620530490207 0.0011921463293129587 0.0012071902350344044
leaf_count=447 191 590 456 1144 613 469
internal_value=0 0.00123963 -0.0014347 -0.0051389 0.00287471 -0.0137985
internal_weight=0 0.0076948 0.00592402 0.00479112 0.00248837 0.00230275
internal_count=3910 3719 3129 2673 1060 1613
is_linear=0
shrinkage=0.1


Tree=7902
num_leaves=7
num_cat=0
split_feature=50 4 12 51 3 16
split_gain=9.93022e-06 2.05645e-05 1.9285e-05 3.32486e-05 3.46351e-05 3.19393e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.096385000000000012 -0.057604999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.012891044690444173 -0.0092745052521465907 0.014211204936776259 -0.013432427074450038 -0.0082470558191386351 0.020412784599939955 0.011859387781083863
leaf_weight=0.0011084905188663511 0.0010251694734668615 0.0010496719518585905 0.0011692912916066549 0.0018715516158879688 0.0011545927278427967 0.0013671958380665702
leaf_count=301 747 396 591 1013 105 757
internal_value=0 0.0012005 -0.000846672 0.00155346 0.00554197 0.000240622
internal_weight=0 0.00772079 0.00667112 0.00556263 0.00439334 0.00323875
internal_count=3910 3163 2767 2466 1875 1770
is_linear=0
shrinkage=0.1


Tree=7903
num_leaves=7
num_cat=0
split_feature=11 16 2 4 2 3
split_gain=3.13258e-05 2.43367e-05 3.71964e-05 5.3585e-05 2.85683e-05 3.61478e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.089785000000000018 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00023428946378359889 -0.00032973376779576227 -0.00034785886000328586 0.00030938095053768686 0.00023019900127487297 0.00037239621845455701 -0.00020314909376186165
leaf_weight=0.0011249216422655819 0.0010182181947939227 0.0013407160305600558 0.0019269976096952194 0.0014154471258312686 0.0011098309202854798 0.0015509897608019542
leaf_count=371 304 536 585 1130 626 358
internal_value=0 3.4277e-05 7.54149e-05 -7.81445e-06 0.000104029 3.62467e-06
internal_weight=0 0.0084689 0.00734398 0.00541698 0.00407627 0.00296644
internal_count=3910 3606 3235 2650 2114 1488
is_linear=0
shrinkage=0.00196078


Tree=7904
num_leaves=8
num_cat=0
split_feature=48 15 0 4 47 1 0
split_gain=1.02986e-05 1.61479e-05 4.20211e-05 4.44794e-05 3.69962e-05 4.1916e-05 1.89666e-05
threshold=0.11379500000000002 -0.11739999999999999 -0.10575999999999998 0.0057500000000000008 0.084545000000000023 0.081005000000000008 -0.014809999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=-0.0096496989250901017 -0.0092370899214138501 0.00012068130198380609 0.010138627731125727 0.029351208252946348 0.014614536880176604 -0.023165332753659201 -0.0079731720024464724
leaf_weight=0.0011547042662048502 0.0010663305071375471 0.00102958923346737 0.0010764087923779057 0.0010529866510814848 0.0010001205886672176 0.0011161008996225458 0.0012491585126606552
leaf_count=535 191 220 1622 211 237 794 100
internal_value=0 0.00125056 0.00317973 0.0149001 -0.00231551 -0.00723524 0.00041003
internal_weight=0 0.00767907 0.00652436 0.00208258 0.00444179 0.00344167 0.00232557
internal_count=3910 3719 3184 431 2753 2516 1722
is_linear=0
shrinkage=0.1


Tree=7905
num_leaves=7
num_cat=0
split_feature=11 43 2 13 16 4
split_gain=2.27996e-05 1.85966e-05 6.18533e-05 2.52497e-05 3.18843e-05 6.80907e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 -0.09547499999999999 -0.19424999999999998 0.022820000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-5.0365882715566965e-05 -0.00028329980830615192 0.0001598376769370017 0.0005488898306092771 -0.00042848208925489725 -0.00025717955253571798 0.00037152500653537884
leaf_weight=0.0019541979440927497 0.0010184692125610644 0.0016867557197354699 0.0010016356752247605 0.0010027624304691086 0.0017669017298052579 0.0010594024083738366
leaf_count=1168 304 336 553 192 1193 164
internal_value=0 2.72069e-05 0.000152702 -4.00439e-05 -0.000128094 -2.1518e-05
internal_weight=0 0.00847166 0.00295583 0.00551582 0.00382907 0.0028263
internal_count=3910 3606 1721 1885 1549 1357
is_linear=0
shrinkage=0.00196078


Tree=7906
num_leaves=7
num_cat=0
split_feature=11 3 3 49 49 16
split_gain=3.93078e-05 3.49163e-05 3.61072e-05 3.37906e-05 3.65651e-05 4.45574e-05
threshold=0.077165000000000025 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00035682621312821275 -0.00037275107764948059 -0.00032222323741701856 -0.00017759892728365435 0.00043241922170188588 -0.00014320811398119674 -3.036085864192866e-05
leaf_weight=0.0011446034497437502 0.0010004334370471791 0.0012029190613330951 0.0018300611036484839 0.001985066546404627 0.0012879132183270191 0.001339745154372764
leaf_count=244 282 1646 373 741 449 175
internal_value=0 3.74349e-05 -1.03797e-05 4.7844e-05 0.000137287 0.00024594
internal_weight=0 0.00879031 0.00764571 0.00644279 0.00461272 0.00332481
internal_count=3910 3628 3384 1738 1365 916
is_linear=0
shrinkage=0.00196078


Tree=7907
num_leaves=8
num_cat=0
split_feature=11 160 13 39 3 0 2
split_gain=5.75031e-05 3.02799e-05 3.69006e-05 3.65038e-05 3.91649e-05 8.78623e-05 4.7613e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 0.005105000000000001 -0.08348499999999999 -0.10131499999999999 0.096970000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00033375027868430708 -0.0004535579144613918 -0.00026499986077278283 0.0001996435584656774 0.00034804966419334151 0.00032073539002017972 -0.00061653713604173073 -0.00024026136085254784
leaf_weight=0.0017487402200448265 0.001010535940655778 0.0010975587214978383 0.001564517510219019 0.0010238075979884433 0.0011851208858462184 0.0011528315336121631 0.0011422845034617128
leaf_count=361 279 364 1005 351 116 1288 146
internal_value=0 3.9975e-05 8.27938e-05 1.04772e-05 -5.80314e-05 -0.000173867 4.53996e-05
internal_weight=0 0.00891486 0.0078173 0.00606856 0.00504475 0.00348024 0.00232741
internal_count=3910 3631 3267 2906 2555 1550 262
is_linear=0
shrinkage=0.00196078


Tree=7908
num_leaves=8
num_cat=0
split_feature=11 160 13 15 49 3 1
split_gain=2.73164e-05 2.82238e-05 3.16511e-05 3.37697e-05 5.04638e-05 5.15519e-05 8.27417e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.035895000000000003 -0.010424999999999999 0.096385000000000012 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00030810751561923298 -0.00030829448459336947 -0.00027146939500294343 -0.00030062055264706356 -0.00026902636991885332 4.0409743595297057e-05 -0.00016945166140147256 0.00075742499406847589
leaf_weight=0.0016750772881686032 0.0010368764364068169 0.0010602379797121312 0.0010263430248938239 0.001355347683986638 0.0014590544651447946 0.0010661654764532319 0.0010744127027389142
leaf_count=346 304 362 353 1235 842 128 340
internal_value=0 2.83597e-05 6.98792e-05 3.16309e-06 8.29109e-05 0.000192265 0.000344487
internal_weight=0 0.00871664 0.0076564 0.00598132 0.00462598 0.00359963 0.00253347
internal_count=3910 3606 3244 2898 1663 1310 1182
is_linear=0
shrinkage=0.00196078


Tree=7909
num_leaves=8
num_cat=0
split_feature=11 39 13 16 3 0 52
split_gain=2.51651e-05 2.26804e-05 5.92513e-05 4.09057e-05 3.65125e-05 0.000104486 6.96921e-05
threshold=1.0000000180025095e-35 0.005105000000000001 -0.094679999999999986 -0.19424999999999998 -0.087414999999999979 -0.088084999999999983 -0.069134999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00032272679061383147 -0.00029380816639097153 0.00027353696867368527 -0.00040923071960494742 0.00031456178925400697 -0.00021252426178138396 -0.00060733382795895394 0.00050073628311835829
leaf_weight=0.0015910312065218965 0.0010181953984260009 0.0012741177634805392 0.0013107243107786529 0.0010001012969923589 0.0010646800729819245 0.0010906760943753487 0.0010422791977049333
leaf_count=331 304 445 230 637 147 1445 371
internal_value=0 3.2653e-05 -1.05774e-05 -0.000106847 -1.24291e-05 -0.0001147 0.000140314
internal_weight=0 0.00837361 0.00709949 0.00550846 0.00419774 0.00319764 0.00210696
internal_count=3910 3606 3161 2830 2600 1963 518
is_linear=0
shrinkage=0.00196078


Tree=7910
num_leaves=6
num_cat=0
split_feature=0 43 160 13 2
split_gain=1.06947e-05 1.865e-05 3.15407e-05 4.24797e-05 4.42811e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 0.041025000000000006 -0.057284999999999996 0.10796500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00998457441461785 0.0072222655651754328 0.017778563494630122 -0.013659750514779918 0.0084152723760001422 -0.018983182811705201
leaf_weight=0.0019765999775813578 0.0016447792380708919 0.0016625918993101647 0.0010929582823757389 0.0014198857854214025 0.0010091132602270234
leaf_count=1214 394 1038 286 785 193
internal_value=0 -0.00171956 0.00143147 0.00546268 -0.00296725
internal_weight=0 0.00716115 0.00518455 0.00409159 0.002429
internal_count=3910 3516 2302 2016 978
is_linear=0
shrinkage=0.1


Tree=7911
num_leaves=8
num_cat=0
split_feature=11 2 3 0 12 4 3
split_gain=3.10606e-05 2.20252e-05 4.32324e-05 3.40903e-05 3.32909e-05 2.93915e-05 5.49223e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.088060000000000013 -0.13506999999999997 0.083325000000000024 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00017339441680003773 -0.00033474721236298775 0.00057060986290247053 -0.00019217287637138074 0.00024978780504674927 7.5869647376669715e-05 -0.00047213811006121864 0.00010214758314773179
leaf_weight=0.0011252999432560485 0.0010363243862357091 0.0010499234412957644 0.0019882051557213488 0.0010128177425824947 0.0010417673270748373 0.0013839999817538934 0.0011914162181873348
leaf_count=831 304 333 216 163 886 1005 172
internal_value=0 2.41575e-05 0.00010781 -4.30152e-05 0.000324204 -9.09603e-05 -0.000206467
internal_weight=0 0.00879343 0.00509271 0.00300102 0.00209169 0.00370072 0.00257542
internal_count=3910 3606 1598 379 1219 2008 1177
is_linear=0
shrinkage=0.00196078


Tree=7912
num_leaves=8
num_cat=0
split_feature=157 160 133 2 3 16 2
split_gain=2.47665e-05 4.21312e-05 0.000100828 3.17044e-05 4.93213e-05 6.35935e-05 2.88463e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.08824499999999999 -0.10486499999999999 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.00028344867426901969 -0.00037834931440992208 -0.00055983717348955929 -0.00015605104709064281 -0.00015524793098309098 0.00071352033819054245 -6.9608289760489679e-05 0.00033705917503533091
leaf_weight=0.001008732157951533 0.0012228875727601125 0.0010124582101077645 0.0012532551067827749 0.0013885801151030681 0.001009878556940172 0.0013247549543141104 0.0013581077481064751
leaf_count=563 828 845 399 350 192 393 340
internal_value=0 -4.13678e-05 1.47216e-05 0.000106554 0.000180054 0.000294122 0.000136253
internal_weight=0 0.00856992 0.00734703 0.00633458 0.004946 0.00369274 0.00268286
internal_count=3910 3347 2519 1674 1324 925 733
is_linear=0
shrinkage=0.00196078


Tree=7913
num_leaves=7
num_cat=0
split_feature=1 42 133 3 0 16
split_gain=1.01142e-05 2.22011e-05 2.58677e-05 3.50831e-05 4.0028e-05 2.30337e-05
threshold=0.12730000000000002 0.091735000000000025 0.083815000000000014 -0.089604999999999976 -0.10131499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.010067947965524507 0.0087894094056357678 -0.015101196499716514 0.013317318549408447 -0.0085865122234214785 -0.024687262521376339 0.010207858037299442
leaf_weight=0.0015996797355076709 0.001126343578097341 0.0010195060483966702 0.0013139271479615392 0.0017015001828822901 0.0010058178650687137 0.0010572893574737729
leaf_count=567 345 741 837 276 1014 130
internal_value=0 -0.00135631 0.000742009 -0.00233818 -0.00760987 -0.00138368
internal_weight=0 0.00769772 0.00667821 0.00536429 0.00376461 0.00275879
internal_count=3910 3565 2824 1987 1420 406
is_linear=0
shrinkage=0.1


Tree=7914
num_leaves=6
num_cat=0
split_feature=12 2 1 52 12
split_gain=9.95335e-06 3.48613e-05 3.11744e-05 2.53519e-05 4.56284e-05
threshold=0.051320000000000005 0.083795000000000022 0.10305000000000002 0.086950000000000013 0.097345000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.018811529266198022 -0.0084174185788001617 -0.011475097697091053 0.0076315424908673136 -0.016737316257270169 0.016069809789963922
leaf_weight=0.0010887914138537199 0.0019884575419913258 0.0016753240441304805 0.0017417418341329905 0.0010822231963668947 0.0012326744571188662
leaf_count=265 1494 365 421 919 446
internal_value=0 0.00322902 -0.00173609 -0.00349549 0.000953443
internal_weight=0 0.00450586 0.00341707 0.00430336 0.00322113
internal_count=3910 1051 786 2859 1940
is_linear=0
shrinkage=0.1


Tree=7915
num_leaves=6
num_cat=0
split_feature=0 2 0 1 3
split_gain=1.039e-05 1.83627e-05 3.69847e-05 3.12685e-05 3.46894e-05
threshold=-1.0000000180025095e-35 0.12068000000000001 -0.17106499999999999 0.10884000000000001 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.013400550772922652 0.0071226361474838991 -0.013611122981326088 -0.0095556490928542653 -0.016668355692671701 0.011796199956928547
leaf_weight=0.0016180419472867002 0.0016423620211852511 0.0010955317913850715 0.0014807032572566241 0.0013933800435560915 0.0015652320734238247
leaf_count=191 394 381 1812 285 847
internal_value=0 -0.00169713 0.000457627 -0.00425981 0.00141655
internal_weight=0 0.00715289 0.00605736 0.00443932 0.00304594
internal_count=3910 3516 3135 2944 2659
is_linear=0
shrinkage=0.1


Tree=7916
num_leaves=6
num_cat=0
split_feature=43 3 12 52 16
split_gain=1.12142e-05 2.74927e-05 1.95676e-05 5.26795e-05 5.82587e-05
threshold=-0.049504999999999987 -0.075954999999999981 0.088375000000000023 -0.0066199999999999991 -0.19424999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.002762644240319584 -0.013130554061170958 0.016474752166993799 -0.012993758448710702 -0.0075178217437400609 0.022730911823602075
leaf_weight=0.001897035078912968 0.0016807929869356616 0.001221067803148104 0.0013919574673481611 0.0011251512331888803 0.0014667361448680897
leaf_count=1259 420 565 889 244 533
internal_value=0 0.00477084 -0.00269654 0.000658093 0.00959979
internal_weight=0 0.0031181 0.00566464 0.00427268 0.00259189
internal_count=3910 1824 2086 1197 777
is_linear=0
shrinkage=0.1


Tree=7917
num_leaves=6
num_cat=0
split_feature=0 47 51 13 1
split_gain=9.73423e-06 2.90815e-05 2.57197e-05 3.14165e-05 3.20795e-05
threshold=-0.017269999999999997 0.09252500000000001 0.085845000000000019 -0.0041499999999999983 0.090355000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0045147100376991935 0.0063691462421866856 -0.013487759580759817 -0.012474153630812571 -0.00018157666510387502 0.02308866328865275
leaf_weight=0.0018627387743954801 0.0018654266691027566 0.001621172643004062 0.0010159440365957069 0.0010626829948115115 0.0013387024391542067
leaf_count=1972 446 387 402 474 229
internal_value=0 -0.00177256 0.00182443 0.00523112 0.0127909
internal_weight=0 0.00690124 0.00528007 0.00426412 0.00240139
internal_count=3910 3464 3077 2675 703
is_linear=0
shrinkage=0.1


Tree=7918
num_leaves=6
num_cat=0
split_feature=43 15 4 15 47
split_gain=9.3615e-06 2.58885e-05 1.93504e-05 2.27552e-05 3.74725e-05
threshold=-0.049504999999999987 -0.053579999999999996 -0.23071499999999998 -0.038029999999999987 0.077735000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.016180653885009253 -0.014589535085666057 -0.0026771592480842664 0.0040068226238118287 0.0086498264828036887 -0.020275439173345192
leaf_weight=0.0011622936774626984 0.0010671164467639469 0.0019482578312870059 0.0016003060359845941 0.0019223642611877092 0.0010541663049446189
leaf_count=849 234 975 520 1114 218
internal_value=0 0.00436928 -0.0024632 0.000364132 -0.00563635
internal_weight=0 0.00311055 0.00564395 0.00457684 0.00265447
internal_count=3910 1824 2086 1852 738
is_linear=0
shrinkage=0.1


Tree=7919
num_leaves=6
num_cat=0
split_feature=0 43 15 4 1
split_gain=1.01906e-05 1.63126e-05 3.04839e-05 3.98382e-05 3.33218e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 1.0000000180025095e-35 -0.0010999999999999996 0.10339500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0094275646763479961 0.007082306440532319 0.022184539591060717 -0.013120249324907539 -0.014758180457645681 0.0073889774575607164
leaf_weight=0.0019624368256829028 0.0016364203310469142 0.0010449823131283439 0.0011423117373514056 0.0010574339640481573 0.001900011248456289
leaf_count=1214 394 329 1139 455 379
internal_value=0 -0.00167051 0.00128838 0.00540067 -0.000529735
internal_weight=0 0.00710718 0.00514474 0.00400243 0.00295745
internal_count=3910 3516 2302 1163 834
is_linear=0
shrinkage=0.1


Tree=7920
num_leaves=7
num_cat=0
split_feature=151 48 51 4 16 16
split_gain=9.72163e-06 2.9e-05 2.70153e-05 3.1393e-05 2.67536e-05 3.06862e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.15045000000000003 -0.057604999999999996 0.16388500000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.0092677199701926682 -0.017205217727820493 0.014379746427754648 -0.016525200260169386 0.014435439491191049 0.012131018807678209 -0.0082266166225271938
leaf_weight=0.0010075233303653529 0.0010223931764349976 0.0013687093167010474 0.0010261692811440407 0.0013401245926093217 0.001424974369952761 0.0015413373204910558
leaf_count=423 1026 348 468 481 744 420
internal_value=0 0.00117628 -0.00166742 0.00119373 -0.00325522 0.0015529
internal_weight=0 0.00772371 0.006355 0.00532883 0.0039887 0.00296631
internal_count=3910 3487 3139 2671 2190 1164
is_linear=0
shrinkage=0.1


Tree=7921
num_leaves=7
num_cat=0
split_feature=3 47 42 4 43 52
split_gain=2.30799e-05 3.60549e-05 4.44567e-05 6.10883e-05 4.31474e-05 7.8635e-05
threshold=0.13772500000000001 0.10887000000000001 -1.0000000180025095e-35 0.22584000000000001 -0.07526999999999999 -0.069134999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00034059741342572854 0.00023271699099936826 -0.00038215058678985791 0.00023999597009779247 0.00043207987869464204 -0.00057142361237804925 7.3716970069857691e-05
leaf_weight=0.0011851459242630483 0.0013586803924394699 0.0010519702462420564 0.0014891158068080063 0.0014094331334761467 0.0011554615583692948 0.001956085724122026
leaf_count=1007 239 202 884 326 318 934
internal_value=0 -4.30886e-05 6.48353e-06 7.49253e-05 -3.44906e-05 -0.000165854
internal_weight=0 0.00824721 0.00719524 0.0060101 0.00460066 0.00311155
internal_count=3910 3671 3469 2462 2136 1252
is_linear=0
shrinkage=0.00196078


Tree=7922
num_leaves=7
num_cat=0
split_feature=0 51 47 48 15 12
split_gain=9.28942e-06 2.64402e-05 2.36004e-05 3.83833e-05 5.1204e-05 9.10238e-06
threshold=-0.017269999999999997 -0.07742499999999998 0.09252500000000001 0.087235000000000021 -0.094924999999999995 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.014383737859940786 0.0062377922170623358 0.029063825906702336 -0.011568867208007483 -0.0098736274283158249 0.0080458878385590519 -0.0051271066818368988
leaf_weight=0.0013308003758972804 0.0018610613528895594 0.0010155570493424262 0.0011316384844811452 0.001291810466897839 0.0010917622419939084 0.0010096433692536248
leaf_count=540 446 350 304 346 710 1214
internal_value=0 -0.00172675 0.00131344 0.00462005 0.0106269 0.00171678
internal_weight=0 0.00687121 0.00554041 0.00440877 0.00311696 0.00210141
internal_count=3910 3464 2924 2620 2274 1924
is_linear=0
shrinkage=0.1


Tree=7923
num_leaves=8
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split_feature=11 2 1 150 0 16 47
split_gain=2.63187e-05 2.53739e-05 3.1294e-05 2.77795e-05 4.70708e-05 4.09643e-05 2.57377e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.090355000000000005 0.083435000000000023 -0.13506999999999997 0.15100500000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -4
right_child=-2 3 6 -5 5 -7 -8
leaf_value=-0.00029962925425190608 -0.00029932903797043954 -0.00024341227988727948 0.00028825662808535133 0.00038140643066934588 0.00046072238085184691 -4.6241456995271168e-05 -0.00015492174449794653
leaf_weight=0.0015936756914357629 0.0010354445940469236 0.0014246315820804732 0.0010140009947687753 0.0012002813430132212 0.0012136822268354417 0.0012377100182868767 0.0010013411643540185
leaf_count=1336 304 214 500 239 821 324 172
internal_value=0 3.13875e-05 -9.43051e-05 0.000120749 4.00318e-05 0.000204756 6.80594e-05
internal_weight=0 0.00868532 0.00360902 0.00507631 0.00387602 0.00245139 0.00201534
internal_count=3910 3606 2008 1598 1359 1145 672
is_linear=0
shrinkage=0.00196078


Tree=7924
num_leaves=6
num_cat=0
split_feature=160 42 43 2 0
split_gain=9.78236e-06 2.46568e-05 2.35506e-05 3.02478e-05 1.70515e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013 -0.14808999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0064158654242139268 -0.011098304258136569 0.014884439699542715 -0.0084018432195950739 -0.00040464813239359724 0.017724269080144395
leaf_weight=0.0018815024797084181 0.0012303770244260839 0.001579602410139839 0.0019668779543856245 0.0010106072703949462 0.0010661666986287841
leaf_count=1218 882 604 722 123 361
internal_value=0 0.0017245 0.00453015 0.000485374 0.00890231
internal_weight=0 0.00685363 0.00562325 0.00404365 0.00207677
internal_count=3910 2692 1810 1206 484
is_linear=0
shrinkage=0.1


Tree=7925
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 47
split_gain=3.37763e-05 3.26697e-05 8.3412e-05 3.86928e-05 4.72107e-05 6.54045e-05 3.81816e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.094625000000000015 -0.076854999999999993 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-4.1843015282092717e-06 -0.00033877460134300303 -0.00012580612387434512 0.00056444029611512193 0.0001509677500138069 0.00042559044592563333 -0.00046437907613032568 -0.00053910564767396059
leaf_weight=0.0010477503152845984 0.0010548053296982373 0.00137441294999429 0.0013191244472220507 0.0019239646797607028 0.0010347678887191883 0.0010141390441862734 0.0010052090946142673
leaf_count=886 304 114 591 983 128 715 189
internal_value=0 3.27155e-05 0.000212233 -4.75285e-05 6.54184e-05 -6.14302e-05 -0.000266103
internal_weight=0 0.00871937 0.00269354 0.00602583 0.00397287 0.0029381 0.00205296
internal_count=3910 3606 705 2901 1826 1698 1075
is_linear=0
shrinkage=0.00196078


Tree=7926
num_leaves=8
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split_feature=1 12 2 151 52 12 4
split_gain=9.74722e-06 2.26731e-05 3.37484e-05 5.231e-05 3.5726e-05 3.38596e-05 2.0892e-06
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.069134999999999988 0.080120000000000011 -0.019454999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=0.0043533484819701712 0.0087135884178649713 -0.013676837443673848 -0.011503489810104706 -0.0021650493873454539 0.017625827398076534 -0.020749362746021256 0.024034308675672657
leaf_weight=0.0010044684570798621 0.0011124357221636988 0.0012406809127218782 0.0011883811723526162 0.001007304181452175 0.0010075155043404304 0.0011553931789694048 0.0010275180719457328
leaf_count=236 345 520 400 413 433 1118 445
internal_value=0 -0.00130606 0.00109563 0.00628796 0.0132376 -0.00907506 0.0208616
internal_weight=0 0.00763126 0.00639058 0.00423072 0.00304234 0.00215986 0.00203503
internal_count=3910 3565 3045 1691 1291 1354 878
is_linear=0
shrinkage=0.1


Tree=7927
num_leaves=7
num_cat=0
split_feature=52 13 43 3 2 15
split_gain=8.92912e-06 2.75534e-05 2.69698e-05 4.22182e-05 2.53203e-05 1.72361e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.062599999999999989 -0.075679999999999983 0.10705000000000002 -0.088379999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.011293169318658832 -0.0082875585336707521 -0.0054426244016981028 0.0067649071229941545 0.020880543629545618 -0.021658250720447535 -0.011552210532003032
leaf_weight=0.0019971453910356853 0.0011381235479269907 0.0014983170307727258 0.0010354564117016807 0.0010268596537842244 0.0010101877984989428 0.0010195425537022494
leaf_count=406 647 978 231 363 286 999
internal_value=0 0.00121102 -0.00239081 0.00526166 -0.0086951 -0.00232273
internal_weight=0 0.00758751 0.00559036 0.00252518 0.00306519 0.002055
internal_count=3910 3263 2857 1341 1516 1230
is_linear=0
shrinkage=0.1


Tree=7928
num_leaves=7
num_cat=0
split_feature=42 49 160 0 15 52
split_gain=9.92762e-06 1.74892e-05 4.86991e-05 1.7332e-05 3.82917e-05 2.4391e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.069910000000000014 -0.083424999999999985 -0.11739999999999999 0.091210000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 5 -6 -7
leaf_value=-0.020833635188941144 -0.0084666389690104728 -0.0052298544412632689 0.0095975661587197943 -0.010122557996060266 0.018705126261452605 0.0096244357882610942
leaf_weight=0.0011085614610626437 0.0012011043054115387 0.0010713522197206714 0.001000479800316508 0.0014567173283331087 0.0017771353801765268 0.0010962004632714068
leaf_count=485 843 281 220 872 921 288
internal_value=0 0.00132481 -0.00639779 0.00434019 0.00970288 -0.00164337
internal_weight=0 0.00751045 0.00210904 0.00540141 0.00284849 0.00255292
internal_count=3910 3067 705 2362 1202 1160
is_linear=0
shrinkage=0.1


Tree=7929
num_leaves=7
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split_feature=4 12 4 0 3 15
split_gain=2.42619e-05 2.74705e-05 2.12584e-05 4.57292e-05 3.78576e-05 3.32149e-05
threshold=0.27608500000000008 -0.036459999999999992 -0.23071499999999998 -0.06402999999999999 0.084925000000000014 0.084955000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00034534839364852349 0.00023577193348030438 -0.00021340826899023853 -0.00035094873499463667 0.00040969953222088018 0.00018511295890251189 9.9114259934029149e-05
leaf_weight=0.0010155935423630759 0.0014000432435991228 0.0014347010803291253 0.0016766126594093026 0.0011140214633702942 0.0018104544194692037 0.0010103598863786254
leaf_count=300 441 266 1395 273 192 1043
internal_value=0 -4.38642e-05 -4.09933e-07 5.40482e-05 -3.40473e-05 -0.000181715
internal_weight=0 0.00806174 0.00704615 0.00561145 0.00449743 0.00268697
internal_count=3910 3469 3169 2903 2630 2438
is_linear=0
shrinkage=0.00196078


Tree=7930
num_leaves=7
num_cat=0
split_feature=1 0 3 13 15 4
split_gain=1.0071e-05 3.48742e-05 3.20363e-05 2.91945e-05 3.40741e-05 2.40007e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.089604999999999976 -0.0024749999999999993 -0.10312999999999999 0.022820000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=-0.017550249946436867 0.012728168861224107 0.015613190370176428 -0.0077882306387569052 0.012149350052704918 -0.021376266271617081 -0.00041424007488187123
leaf_weight=0.0012525305354983505 0.0018822499858201468 0.0010947295943076129 0.0012564007229204511 0.0010217142996338672 0.0010016361876006477 0.0012012886358391047
leaf_count=1213 961 326 786 157 343 124
internal_value=0 -0.00407229 0.0031079 0.00283184 -0.00294473 -0.00994535
internal_weight=0 0.00360366 0.00235113 0.00510689 0.00322464 0.00220292
internal_count=3910 2325 1112 1585 624 467
is_linear=0
shrinkage=0.1


Tree=7931
num_leaves=6
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split_feature=49 42 1 43 3
split_gain=1.15667e-05 3.05391e-05 2.86703e-05 3.18945e-05 6.46344e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.11052000000000002 -0.07526999999999999 0.084925000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0066736119326153299 0.013392758605101727 0.014100275377757591 -0.015563654616266144 -0.020873104084218039 0.0097812256148374545
leaf_weight=0.0019894391474665476 0.0010800308278575612 0.0011163857075299861 0.0017559730514508801 0.0014117948488378785 0.0013413231835685876
leaf_count=529 529 806 501 1362 183
internal_value=0 -0.00200912 -0.00496612 -0.000156974 -0.00593827
internal_weight=0 0.00670551 0.00562548 0.0038695 0.00275312
internal_count=3910 3381 2852 2351 1545
is_linear=0
shrinkage=0.1


Tree=7932
num_leaves=7
num_cat=0
split_feature=1 4 150 16 15 16
split_gain=1.06891e-05 2.22382e-05 1.6275e-05 3.41286e-05 3.09281e-05 3.64911e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 -0.30307999999999996 -0.017214999999999998 -0.029944999999999996
decision_type=2 2 2 2 2 2
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right_child=2 -3 -4 4 -6 -7
leaf_value=0.002475263145677102 -0.016674173557830432 -0.015784285811166168 0.012090945637176165 0.008998852341208707 0.015048507391064682 -0.017439541509028218
leaf_weight=0.0015888828720433488 0.0010122123591555644 0.0011495588762528031 0.0013334367227952762 0.0010822725329670984 0.0015041430501482045 0.0010085472289614915
leaf_count=454 274 1554 362 224 753 289
internal_value=0 -0.00518984 0.00236178 -0.000454093 0.0041129 -0.00375422
internal_weight=0 0.00273844 0.00594061 0.00460718 0.00359496 0.00209082
internal_count=3910 2008 1902 1540 1266 513
is_linear=0
shrinkage=0.1


Tree=7933
num_leaves=6
num_cat=0
split_feature=4 13 0 42 0
split_gain=1.04206e-05 1.72428e-05 2.53118e-05 3.12996e-05 7.9996e-05
threshold=0.27020000000000005 -0.13934999999999997 -0.017269999999999997 0.085195000000000007 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01224546266007601 0.0079182732766884395 0.0064304181510855575 0.013751475903222333 0.010068935550337671 -0.024160879264629842
leaf_weight=0.0012456297637016417 0.0013888576615473432 0.0018554638378036235 0.0011889820759510977 0.0014007476705555186 0.0015850519988088133
leaf_count=218 472 304 309 1288 1319
internal_value=0 -0.00153437 0.000678157 -0.00253256 -0.00766305
internal_weight=0 0.00727588 0.00603025 0.00484126 0.00344052
internal_count=3910 3438 3220 2911 1623
is_linear=0
shrinkage=0.1


Tree=7934
num_leaves=6
num_cat=0
split_feature=1 42 0 16 1
split_gain=1.08318e-05 2.19522e-05 2.3536e-05 4.44513e-05 3.07693e-05
threshold=0.12730000000000002 0.088915000000000008 -0.084304999999999977 0.064860000000000015 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.01367540991611441 0.0092582026185043624 -0.012991127071314321 0.020960999864728155 -0.0052533272136320881 0.0047760970088557234
leaf_weight=0.0017368470943786719 0.0010988004349399673 0.0013372294163284879 0.0013507898600672624 0.0012412599206187503 0.0018841996861813446
leaf_count=1080 345 1025 794 378 288
internal_value=0 -0.00136841 0.00113312 0.00840769 -0.00407423
internal_weight=0 0.00755033 0.0062131 0.00259205 0.00362105
internal_count=3910 3565 2540 1172 1368
is_linear=0
shrinkage=0.1


Tree=7935
num_leaves=7
num_cat=0
split_feature=52 52 43 15 2 2
split_gain=8.93454e-06 1.90169e-05 2.7572e-05 4.78377e-05 9.03501e-05 1.77539e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.0037249999999999996 -0.10192499999999999 0.093070000000000014 0.088895000000000016
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=-0.0038307286723299888 -0.013781105044241857 -0.0090132679534790216 -0.0099300038299388448 0.034817965990174109 -0.0057385222281089339 0.014172902011149582
leaf_weight=0.0010573514489470267 0.0011131306002569487 0.0019153649726919414 0.0012168137388129086 0.0011120442239821186 0.0010854688416770764 0.0011364572612299975
leaf_count=400 527 1402 268 464 278 571
internal_value=0 -0.00189307 0.000589803 0.00597692 0.014785 0.00549568
internal_weight=0 0.00644282 0.00532969 0.00341433 0.00219751 0.00219381
internal_count=3910 2939 2412 1010 742 971
is_linear=0
shrinkage=0.1


Tree=7936
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=1.02045e-05 1.64288e-05 3.74357e-05 2.56167e-05 3.71843e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.092424999999999993 0.022165000000000004 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0084050882922130435 0.0078475705728925978 -0.016499660888395062 0.010627437828924596 0.0053350315645354111 -0.019323452967125239
leaf_weight=0.001355421573823983 0.001386137177946202 0.0016653948534322534 0.0017135219469154878 0.001424489207138994 0.0010715781772386601
leaf_count=561 472 576 1532 383 386
internal_value=0 -0.00151894 -0.00380852 0.00121234 -0.00525102
internal_weight=0 0.00723041 0.00587498 0.00420959 0.00249607
internal_count=3910 3438 2877 2301 769
is_linear=0
shrinkage=0.1


Tree=7937
num_leaves=7
num_cat=0
split_feature=1 484 12 49 52 4
split_gain=1.13033e-05 2.03635e-05 3.01368e-05 4.3616e-05 8.8882e-05 6.13057e-05
threshold=0.12864500000000004 0.073820000000000011 0.098845000000000016 -0.047894999999999993 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.015119010007868659 0.0096020605881909134 0.011372665701728995 -0.018178010175090121 -0.030924453658876406 0.014094366371769959 0.00060261385618323639
leaf_weight=0.0013608832336188927 0.0010708039940469033 0.0010739668689046453 0.0011495637509186373 0.0014009665805672492 0.0014463981259302239 0.0011019078853300932
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internal_weight=0 0.00753369 0.00645972 0.00531016 0.00394927 0.00250287
internal_count=3910 3579 3129 2636 2297 1366
is_linear=0
shrinkage=0.1


Tree=7938
num_leaves=7
num_cat=0
split_feature=11 16 2 0 0 4
split_gain=2.87519e-05 2.21924e-05 4.73524e-05 6.73185e-05 3.74079e-05 4.70595e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 -0.07773999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
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leaf_count=371 304 1664 585 205 530 251
internal_value=0 2.55645e-05 6.43462e-05 -2.77757e-05 9.29965e-05 -1.38818e-05
internal_weight=0 0.00863221 0.00749217 0.00555286 0.00422934 0.00316588
internal_count=3910 3606 3235 2650 2445 1915
is_linear=0
shrinkage=0.00196078


Tree=7939
num_leaves=7
num_cat=0
split_feature=157 160 42 42 0 2
split_gain=1.78291e-05 7.05591e-05 3.25811e-05 2.9459e-05 3.62304e-05 8.23435e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.14293499999999998 0.086875000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=0.0002381782910661729 -0.00047834946580843776 -0.0002413425096794103 -4.4697646510438029e-05 -0.00018287972884829934 -0.00013151004401553841 0.00056027336000149847
leaf_weight=0.0010157472472073535 0.0011936823167868586 0.0013240665325944447 0.0018655248532416049 0.0011451348658173518 0.0010440892749387606 0.0018054522996993224
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internal_value=0 -3.68967e-05 3.64517e-05 9.92171e-05 0.000167729 0.0003068
internal_weight=0 0.00837795 0.00718427 0.0058602 0.00471507 0.00284954
internal_count=3910 3323 2510 1635 1049 802
is_linear=0
shrinkage=0.00196078


Tree=7940
num_leaves=7
num_cat=0
split_feature=1 13 15 4 4 16
split_gain=1.08844e-05 2.8851e-05 3.19352e-05 2.75464e-05 2.91969e-05 2.03569e-05
threshold=0.088010000000000019 -0.0024749999999999993 -0.10312999999999999 -0.15333499999999997 -0.0031049999999999997 -0.057604999999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.0058822275383079584 0.012830525229179211 0.011770985275823412 -0.020107950130313284 -0.023706658831545473 0.0002592764030451094 -0.00067344075347799124
leaf_weight=0.0015281235466019683 0.0018658310327054495 0.0010191541732436304 0.001005762964825645 0.0010306311846578892 0.0010030728372096432 0.0011612761019992195
leaf_count=189 961 157 175 1512 624 292
internal_value=0 0.00295528 -0.00282765 -0.00426297 -0.0118861 -0.00969336
internal_weight=0 0.00505202 0.00318619 0.00356183 0.0020337 0.00216704
internal_count=3910 1585 624 2325 2136 467
is_linear=0
shrinkage=0.1


Tree=7941
num_leaves=7
num_cat=0
split_feature=11 48 0 15 3 4
split_gain=2.55899e-05 2.14413e-05 7.10655e-05 3.96977e-05 3.88116e-05 3.05243e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.086245000000000016 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00035035347664265387 -0.00038764165475817269 -0.00022431789439744662 0.00042874417294955702 5.6944811459045441e-05 0.00029632737828344633 -0.00036610734751794228
leaf_weight=0.001956664138614457 0.0010094242318341535 0.0013225778384387959 0.0012424595497243065 0.0014323154469155987 0.0011386085361738299 0.001209375198830724
leaf_count=1075 304 114 591 519 147 1160
internal_value=0 -5.70106e-05 9.2014e-05 -0.000123641 -6.29509e-06 -0.00013673
internal_weight=0 0.008302 0.00256504 0.00573696 0.0037803 0.00264169
internal_count=3910 3606 705 2901 1826 1679
is_linear=0
shrinkage=0.00196078


Tree=7942
num_leaves=5
num_cat=0
split_feature=52 13 52 2
split_gain=9.9652e-06 2.53729e-05 2.37304e-05 2.93646e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.081429999999999989 0.09116500000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.010956255872079589 -0.0088683238032309635 0.0071168192236637203 0.0013923429876274598 -0.016465453486222813
leaf_weight=0.0019685759688328752 0.0011290486146483198 0.0018098491800397614 0.0019941699754407252 0.0017107429998707525
leaf_count=406 647 877 1368 612
internal_value=0 0.00121029 -0.00226868 -0.00685349
internal_weight=0 0.00748334 0.00551476 0.00370491
internal_count=3910 3263 2857 1980
is_linear=0
shrinkage=0.1


Tree=7943
num_leaves=6
num_cat=0
split_feature=1 0 3 13 15
split_gain=9.84601e-06 2.5678e-05 2.15612e-05 2.05943e-05 3.04318e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.089604999999999976 -0.0024749999999999993 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.015822953477603305 0.011089612290628072 0.012402930980885542 -0.0068947379296867744 0.0064346011231490923 -0.013287634307153318
leaf_weight=0.0012290759771189921 0.0018633169111909849 0.0010784867969077794 0.0012500710181348211 0.0017979182373524033 0.0013851161801120299
leaf_count=1213 961 326 786 245 379
internal_value=0 -0.00412918 0.0020431 0.00274008 -0.00214765
internal_weight=0 0.00355763 0.00232856 0.00504635 0.00318303
internal_count=3910 2325 1112 1585 624
is_linear=0
shrinkage=0.1


Tree=7944
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 3
split_gain=9.01576e-06 1.56541e-05 1.87702e-05 3.29987e-05 5.91478e-05 2.78747e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 -0.106555 -0.092424999999999993 -0.015794999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.012041037363785699 -0.0081517365090001247 0.012036850167002561 0.014631544641338241 -0.023526945636528278 0.014222652053934103 -0.0066014352137928741
leaf_weight=0.0011911181119072158 0.0011945526596732602 0.0011314197459740731 0.001454295067518185 0.0010261115555479585 0.0014254934830750536 0.0011707238153360236
leaf_count=506 843 311 386 393 1233 238
internal_value=0 0.00121089 -0.000743353 0.0019074 -0.0032011 0.00483235
internal_weight=0 0.00739916 0.00626774 0.00507662 0.00362233 0.00259622
internal_count=3910 3067 2756 2250 1864 1471
is_linear=0
shrinkage=0.1


Tree=7945
num_leaves=8
num_cat=0
split_feature=49 4 42 15 16 4 13
split_gain=1.81867e-05 3.92077e-05 3.63371e-05 2.24397e-05 8.96116e-05 4.55619e-05 1.70044e-05
threshold=-0.045004999999999996 0.0051950000000000008 0.092395000000000019 -0.038029999999999987 -0.09601999999999998 -0.06272999999999998 -0.028919999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=-0.00011457333654836337 0.00020272593829021116 0.00041912105475070186 -0.00040226244087849448 -0.0002015691193962546 -0.00052151806387168008 0.00045327882223467427 0.00011904638675439366
leaf_weight=0.0010629209090691814 0.0014016309412309188 0.0010540435470084558 0.0010008154710053514 0.0012474796508628199 0.001236085382043305 0.0010146902454607602 0.0012974646523890346
leaf_count=329 422 200 742 440 646 409 722
internal_value=0 0.000151155 -5.55894e-05 3.95136e-07 -0.000136669 0.000101961 -3.81128e-05
internal_weight=0 0.00211696 0.00719817 0.00619735 0.00263772 0.00355963 0.00254494
internal_count=3910 529 3381 2639 1068 1571 1162
is_linear=0
shrinkage=0.00196078


Tree=7946
num_leaves=7
num_cat=0
split_feature=11 1 13 3 42 2
split_gain=3.42204e-05 2.24368e-05 4.7615e-05 4.42169e-05 2.55292e-05 4.52122e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 0.11265500000000002 0.084100000000000022 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00022300644808773953 -0.00034177464343069738 0.00038978995203332401 0.00016592411853156092 -0.00029774430018749868 -0.00034580276810171085 0.00029688568868301766
leaf_weight=0.0013785295588322505 0.001050515126077481 0.0016587460940476169 0.0020014531369938852 0.0013071825729342595 0.0010278912568006606 0.001205517188067283
leaf_count=864 304 895 376 127 1051 293
internal_value=0 3.31586e-05 0.000118663 -1.7263e-05 -8.44333e-05 1.95352e-05
internal_weight=0 0.00857932 0.00496738 0.00330864 0.00361194 0.00258405
internal_count=3910 3606 1398 503 2208 1157
is_linear=0
shrinkage=0.00196078


Tree=7947
num_leaves=7
num_cat=0
split_feature=150 151 4 15 43 13
split_gain=1.32981e-05 4.32225e-05 3.1229e-05 5.37245e-05 3.05862e-05 5.98082e-05
threshold=0.084800000000000014 -1.0000000180025095e-35 0.24280000000000004 -0.038029999999999987 -0.083394999999999983 -0.09547499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.000417010863364715 0.00015257555190589301 -0.00041749774310722654 0.00027271285290559417 0.00028558461521031408 0.00025200031615997439 -0.00035698994227422153
leaf_weight=0.0010344692230148736 0.0015912593239988905 0.0012118277974320739 0.0014103898915311126 0.0014127475614840457 0.0011529128291573156 0.0013413734627988599
leaf_count=407 458 856 387 380 137 1285
internal_value=0 -4.46278e-05 1.43711e-05 -5.68093e-05 5.50639e-05 -7.55015e-05
internal_weight=0 0.00756372 0.00652925 0.00511886 0.00390703 0.00249429
internal_count=3910 3452 3045 2658 1802 1422
is_linear=0
shrinkage=0.00196078


Tree=7948
num_leaves=6
num_cat=0
split_feature=49 42 3 4 16
split_gain=1.1109e-05 2.64934e-05 3.01861e-05 3.28682e-05 4.3378e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 -0.114825
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0065104580872207057 0.012409571692939559 -0.016057566806394193 0.010545594963505739 0.0061879091285505514 -0.021664665119646154
leaf_weight=0.0019630570549106757 0.0010645308733713684 0.0016708891748613893 0.0016841261513146793 0.0011015953942644188 0.0011355761420237948
leaf_count=529 529 1498 653 337 364
internal_value=0 -0.00204984 -0.00480234 -6.4245e-06 -0.00794991
internal_weight=0 0.00665672 0.00559219 0.0039213 0.00223717
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=7949
num_leaves=8
num_cat=0
split_feature=11 1 13 52 0 0 133
split_gain=2.5558e-05 2.57403e-05 5.51527e-05 5.30878e-05 5.27075e-05 2.89165e-05 5.66153e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 -0.07125999999999999 -0.15137999999999999 -0.084074999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.00034871224975742296 -0.00030152731473435994 0.00041173362943721867 -0.00040547142974825279 0.00043157186266433597 -0.00016225704300546083 0.00029212691413849925 -0.00031541565210165131
leaf_weight=0.0012040202993712323 0.0010311522872522962 0.0016348948657012507 0.0010013512800617522 0.0011524894714670627 0.0011461578916091917 0.0013355997533271498 0.001055949157086846
leaf_count=1128 304 895 159 111 233 512 568
internal_value=0 2.52949e-05 0.000117233 -2.86696e-05 0.000135475 -0.000100889 2.38765e-05
internal_weight=0 0.00853046 0.00493489 0.0033 0.00229865 0.00359557 0.00239155
internal_count=3910 3606 1398 503 344 2208 1080
is_linear=0
shrinkage=0.00196078


Tree=7950
num_leaves=7
num_cat=0
split_feature=1 2 150 16 15 16
split_gain=1.11906e-05 1.92658e-05 1.7023e-05 3.5694e-05 2.50466e-05 2.90027e-05
threshold=0.076710000000000014 0.096540000000000015 0.082085000000000019 -0.30307999999999996 -0.017214999999999998 -0.029944999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.014323631466941137 -0.017142205958175043 0.0025264286930344118 0.012335280503693943 0.0084708335321628629 0.014065235173647812 -0.015169449174490002
leaf_weight=0.0012812968430584966 0.0010093368259288414 0.0014424597408891175 0.0013239790541188607 0.0010759695499715756 0.0014875523126836815 0.0010024660427298332
leaf_count=1452 274 556 362 224 753 289
internal_value=0 -0.0054001 0.00234937 -0.000540286 0.00415881 -0.00293129
internal_weight=0 0.00272376 0.0058993 0.00457532 0.00356599 0.00207844
internal_count=3910 2008 1902 1540 1266 513
is_linear=0
shrinkage=0.1


Tree=7951
num_leaves=7
num_cat=0
split_feature=4 12 47 4 16 4
split_gain=2.09889e-05 3.7309e-05 2.91137e-05 5.79929e-05 4.20959e-05 4.04662e-05
threshold=0.27608500000000008 -0.036459999999999992 0.085165000000000018 -0.23071499999999998 -0.0090499999999999973 -0.0040999999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00039927897138395595 0.00021229190581516631 -0.00045562919835984139 0.00024280830004566806 -0.00038466815695863089 0.00030343058819536474 9.5864156294318134e-05
leaf_weight=0.0010124181691001013 0.0014056141179836701 0.0011453725449385782 0.0015268530221432307 0.0011475566469028229 0.0015185557056286931 0.0016318913221358095
leaf_count=300 441 225 403 1337 768 436
internal_value=0 -4.75509e-05 3.53719e-06 -6.35777e-05 4.08998e-05 -0.000102534
internal_weight=0 0.00798265 0.00697023 0.00544338 0.004298 0.00277945
internal_count=3910 3469 3169 2766 2541 1773
is_linear=0
shrinkage=0.00196078


Tree=7952
num_leaves=7
num_cat=0
split_feature=1 457 47 4 4 4
split_gain=1.0295e-05 1.93116e-05 2.37777e-05 3.51067e-05 3.61957e-05 2.18505e-05
threshold=0.12730000000000002 0.069705000000000003 0.09252500000000001 0.05309500000000001 -0.076854999999999993 -0.23071499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0082106801656585682 0.0089581560186240625 0.010038931094020084 -0.017045864932131422 0.012350512160420938 -0.01968725276668315 0.010573565867783401
leaf_weight=0.0012518407396868154 0.0010963688922586553 0.0012314604649718147 0.0010951762294717912 0.00145474396979212 0.0012689859667731379 0.0012254836556079818
leaf_count=234 345 311 328 467 1224 1001
internal_value=0 -0.00141377 -0.00365377 -0.000833821 -0.00595348 0.00108152
internal_weight=0 0.00752769 0.00629623 0.00520105 0.00374631 0.00247732
internal_count=3910 3565 3254 2926 2459 1235
is_linear=0
shrinkage=0.1


Tree=7953
num_leaves=8
num_cat=0
split_feature=50 4 12 4 43 0 52
split_gain=9.57234e-06 2.4189e-05 2.3777e-05 2.91721e-05 4.21982e-05 3.19688e-05 9.94982e-06
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.23071499999999998 -0.078644999999999979 -0.10209999999999998 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.014515359592212305 -0.0092473654677735374 0.01532774827054062 -0.012471231052848725 -0.01063839617918331 -0.0024314311752332645 0.025836286384837856 0.011417445062500245
leaf_weight=0.0011016790406424438 0.0010071730172658772 0.0010360648657518042 0.0011620010384570832 0.0011893238612059901 0.0010608177885924332 0.0010377656761504242 0.0010153135539479423
leaf_count=301 747 396 221 796 134 1154 161
internal_value=0 0.00112722 -0.00111321 0.00158839 0.00538492 0.0115049 0.00434124
internal_weight=0 0.00760297 0.0065669 0.00546522 0.00430322 0.0031139 0.00207613
internal_count=3910 3163 2767 2466 2245 1449 295
is_linear=0
shrinkage=0.1


Tree=7954
num_leaves=7
num_cat=0
split_feature=11 43 15 2 4 2
split_gain=4.39674e-05 2.55379e-05 4.92287e-05 3.0937e-05 2.12293e-05 4.59999e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 -0.053579999999999996 0.089785000000000018 0.055260000000000011 0.10648500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00052694593227651165 -0.00039262901973735083 -0.00025342593148537353 -2.7659340038525211e-06 -7.7020640323317662e-05 -0.00013182258354139671 0.00046879011530220996
leaf_weight=0.001045864449519172 0.0010227546136561605 0.0017828965482234458 0.0018997880532753623 0.0013013184490989109 0.0014027740506929905 0.0010916590585390131
leaf_count=811 304 1010 910 333 329 213
internal_value=0 3.76149e-05 0.00018531 -4.03716e-05 5.97018e-05 0.000171974
internal_weight=0 0.0085243 0.00294565 0.00557865 0.00379575 0.00239298
internal_count=3910 3606 1721 1885 875 546
is_linear=0
shrinkage=0.00196078


Tree=7955
num_leaves=7
num_cat=0
split_feature=11 43 2 13 15 15
split_gain=3.22291e-05 3.53636e-05 4.98411e-05 3.29098e-05 4.1044e-05 3.47601e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=2.1514260792335594e-05 -0.0003378999256785997 0.00016704984439891129 0.00055791106519993802 -0.00027352152581021187 -0.0004473943916192237 0.00018803478445338532
leaf_weight=0.0019635202374153156 0.0010196792330944568 0.0016771629175449487 0.0010078525149496394 0.0011318646044750367 0.0012883491126633108 0.0014073094677863772
leaf_count=1168 304 336 553 233 998 318
internal_value=0 3.10686e-05 0.000203453 -6.19829e-05 -0.000162342 -1.7709e-05
internal_weight=0 0.00847606 0.00297137 0.00550469 0.00382752 0.00253917
internal_count=3910 3606 1721 1885 1549 551
is_linear=0
shrinkage=0.00196078


Tree=7956
num_leaves=7
num_cat=0
split_feature=151 48 51 1 16 0
split_gain=9.85132e-06 2.78048e-05 2.72492e-05 3.67413e-05 3.40488e-05 2.28571e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.11198000000000001 -0.089864999999999987 -0.014809999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=-0.0093907954481459669 -0.018756060319354798 0.014143180224854774 -0.016641888556131298 0.016630779228644234 0.0087450588742813192 -0.0093921175109828881
leaf_weight=0.0010059669653782908 0.0010555114510336365 0.0013522439548427131 0.0010178859461060863 0.0011968292381470827 0.0019044772701614088 0.0010939610980674479
leaf_count=423 548 348 468 386 1545 192
internal_value=0 0.001138 -0.00166741 0.00123546 -0.00330963 0.00212783
internal_weight=0 0.00762091 0.00626867 0.00525078 0.00405395 0.00299844
internal_count=3910 3487 3139 2671 2285 1737
is_linear=0
shrinkage=0.1


Tree=7957
num_leaves=6
num_cat=0
split_feature=15 43 42 160 16
split_gain=9.00329e-06 2.16521e-05 2.85441e-05 3.78142e-05 5.23562e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 -0.026849999999999995 -0.072359999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0068753311832978684 0.013500068600951407 0.019461250103402522 -0.015414935221093268 0.0098524923164174816 -0.014086383515282221
leaf_weight=0.0015902221814737992 0.0012312409810824997 0.0010107737182962423 0.0011232169575875429 0.0017862827886639416 0.0018700774100716732
leaf_count=614 233 439 1204 757 663
internal_value=0 0.00145767 -0.00110299 0.0023414 -0.00239126
internal_weight=0 0.00702159 0.00579035 0.00466713 0.00365636
internal_count=3910 3296 3063 1859 1420
is_linear=0
shrinkage=0.1


Tree=7958
num_leaves=6
num_cat=0
split_feature=2 160 12 3 3
split_gain=9.83897e-06 3.96802e-05 2.8723e-05 5.33325e-05 2.676e-05
threshold=0.086650000000000019 0.084835000000000008 0.093375000000000014 -0.013944999999999997 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.015594093110753108 0.0193265359398864 0.018505491782392962 -0.016298252405334814 -0.0074291636903963225 0.0031182226104080613
leaf_weight=0.0012895367075606338 0.0012000235861612282 0.0012063790435095055 0.0010607454413929835 0.0019648091152072323 0.0018761304844425717
leaf_count=1045 822 343 649 473 578
internal_value=0 0.00250955 -0.00205721 0.00271591 -0.00450425
internal_weight=0 0.00543196 0.00422558 0.00316483 0.00316567
internal_count=3910 2287 1944 1295 1623
is_linear=0
shrinkage=0.1


Tree=7959
num_leaves=7
num_cat=0
split_feature=3 39 2 4 2 43
split_gain=9.71386e-06 3.2012e-05 2.66924e-05 2.41792e-05 5.07607e-05 3.69773e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 -0.08422499999999998 0.089910000000000004 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.013280823486334246 0.0082427074028724942 0.014817746370887451 -0.017032889786655819 0.0088852017674515681 0.017939412863614806 -0.016152787452838682
leaf_weight=0.0011936167072434081 0.0012090445449537282 0.0010416175042683874 0.0012746418416665923 0.001006144313411096 0.0014319507242581369 0.0014255671741485413
leaf_count=661 239 424 354 601 756 875
internal_value=0 -0.00142772 -0.00410014 -0.00084056 0.00300266 -0.00579308
internal_weight=0 0.00737354 0.00633192 0.00505728 0.00386366 0.00243171
internal_count=3910 3671 3247 2893 2232 1476
is_linear=0
shrinkage=0.1


Tree=7960
num_leaves=7
num_cat=0
split_feature=2 13 2 0 0 15
split_gain=9.06057e-06 2.3579e-05 2.30775e-05 3.27612e-05 4.83187e-05 1.47886e-05
threshold=0.099015000000000006 -0.089899999999999994 0.09116500000000001 -0.06402999999999999 -0.13027499999999997 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=0.012920836943220796 0.014941354036539912 0.0068355573821826127 -0.016179740857233914 0.015529446256427555 -0.014084913835547703 -0.0093750056224647348
leaf_weight=0.0010077900493021372 0.0012387701547964996 0.0010100132236053785 0.0010238033043896361 0.0010803244365003043 0.0019338428670993683 0.0012709066458805346
leaf_count=189 254 379 484 270 1821 513
internal_value=0 0.00383504 -0.00277551 0.000636586 -0.00483287 -0.00219681
internal_weight=0 0.00351969 0.00504576 0.00402196 0.00294163 0.00228092
internal_count=3910 1146 2764 2280 2010 892
is_linear=0
shrinkage=0.1


Tree=7961
num_leaves=6
num_cat=0
split_feature=160 42 160 43 1
split_gain=8.9626e-06 3.04165e-05 2.32964e-05 3.17184e-05 3.39773e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.088785000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0062198433685563288 -0.012737963315013291 0.020892118818980763 -0.0081337316168961209 0.015172600756562862 -0.006323221054162536
leaf_weight=0.0018476738549050948 0.0012056419463347401 0.0013409577744519841 0.0011110536217555983 0.0012409007679864742 0.0018048208782727585
leaf_count=1218 882 419 332 492 567
internal_value=0 0.0016464 0.00480086 0.00807692 0.0024347
internal_weight=0 0.00670337 0.00549773 0.00438668 0.00304572
internal_count=3910 2692 1810 1478 1059
is_linear=0
shrinkage=0.1


Tree=7962
num_leaves=6
num_cat=0
split_feature=4 4 1 4 12
split_gain=8.04697e-06 2.08241e-05 2.97799e-05 3.57906e-05 2.1954e-05
threshold=0.24280000000000004 0.055260000000000011 0.095575000000000007 -0.076854999999999993 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0062554231024239786 0.0056778730202635538 -0.014157943831564171 0.01301298032732527 -0.015008294413780186 0.01290973495583587
leaf_weight=0.0011006875725909199 0.0019067782352403919 0.0011149918437661447 0.0014705561940408516 0.0016378545767577052 0.0013079849227205322
leaf_count=486 549 347 568 1323 637
internal_value=0 -0.00169338 0.000825688 -0.00360332 0.00415186
internal_weight=0 0.00663208 0.00551708 0.00404653 0.00240867
internal_count=3910 3361 3014 2446 1123
is_linear=0
shrinkage=0.1


Tree=7963
num_leaves=6
num_cat=0
split_feature=15 151 49 0 52
split_gain=8.46053e-06 2.01584e-05 3.13568e-05 3.24087e-05 2.95891e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0066562581298396711 0.014359195922786431 -0.01637287237042764 0.015271284849213288 -0.010987306548909606 0.0076925991955278522
leaf_weight=0.0015767222762028471 0.0010313411130223006 0.0010601320126699572 0.001427533308044994 0.0019016970854574882 0.0015303701197501634
leaf_count=614 487 262 275 1318 954
internal_value=0 0.00145734 -0.000790432 0.00260891 -0.00265787
internal_weight=0 0.00695107 0.00591973 0.0048596 0.00343207
internal_count=3910 3296 2809 2547 2272
is_linear=0
shrinkage=0.1


Tree=7964
num_leaves=8
num_cat=0
split_feature=11 3 3 3 49 16 49
split_gain=3.12225e-05 2.2851e-05 2.76074e-05 3.59404e-05 2.72832e-05 2.64153e-05 5.03644e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 -0.006494999999999999 0.15100500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00030274797424814003 -0.00032371461219434715 -0.00028083134825257564 0.00032730653431311212 -0.00024386646352349704 0.00042486534957735265 -0.0001938042439702981 -0.00015292315295791021
leaf_weight=0.0010721973073060803 0.0010468155563665713 0.0011641643877341916 0.0013823352575095494 0.0015708342825592803 0.0013797089067480017 0.0010306411361520025 0.0010007240081469763
leaf_count=222 304 1646 861 294 275 125 183
internal_value=0 3.49347e-05 -3.20736e-06 4.75764e-05 -3.00407e-05 6.84283e-05 0.000181965
internal_weight=0 0.00860061 0.00752841 0.00636424 0.00498191 0.00341107 0.00238043
internal_count=3910 3606 3384 1738 877 583 458
is_linear=0
shrinkage=0.00196078


Tree=7965
num_leaves=8
num_cat=0
split_feature=11 3 1 13 52 4 0
split_gain=3.04165e-05 3.23898e-05 2.74601e-05 9.46291e-05 6.45073e-05 5.98625e-05 4.51616e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -0.083329999999999987 -0.15291499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00034753437519608317 -0.00032416397946987628 0.00015908340397686861 0.00045587769381358166 -0.00053303857119609888 0.00035351919678204595 -0.00041969970414834065 -0.00021740912226838043
leaf_weight=0.0010743516619065602 0.0010521199960202123 0.0012069668199657592 0.0016398949956560917 0.0010111729053220333 0.0010664550565550068 0.0015949118936391545 0.0010642635673649165
leaf_count=222 304 430 881 138 109 1636 190
internal_value=0 2.89013e-05 -1.62384e-05 7.40788e-05 -0.000125199 -0.000170377 6.83486e-05
internal_weight=0 0.00865802 0.00758367 0.00478179 0.00314189 0.00280188 0.00213072
internal_count=3910 3606 3384 1318 437 2066 299
is_linear=0
shrinkage=0.00196078


Tree=7966
num_leaves=7
num_cat=0
split_feature=52 151 2 43 3 3
split_gain=8.77258e-06 2.32478e-05 4.17382e-05 3.73631e-05 3.56133e-05 5.09662e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.089910000000000004 -0.074254999999999988 0.12046500000000002 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.0095451010438951933 -0.0083075658974340397 0.007680231762960503 0.0044731659205138902 -0.015995866837345624 -0.0035457019497783359 0.035282617084181032
leaf_weight=0.0015863819803268887 0.0011181717714307234 0.001236970647354177 0.0011264012674658279 0.0014453568684130852 0.0010173628675721183 0.0010259886930454791
leaf_count=620 647 538 613 1008 134 350
internal_value=0 0.00119234 0.00410305 -0.0050775 0.0118719 0.0191592
internal_weight=0 0.00743846 0.00585208 0.00268233 0.00316975 0.00215239
internal_count=3910 3263 2643 1546 1097 963
is_linear=0
shrinkage=0.1


Tree=7967
num_leaves=7
num_cat=0
split_feature=51 484 49 3 3 13
split_gain=8.71423e-06 3.08208e-05 2.41237e-05 2.88798e-05 2.87923e-05 3.16256e-05
threshold=0.092720000000000011 0.073820000000000011 -0.047894999999999993 -0.089974999999999986 0.11265500000000002 -0.009474999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0097088807789179991 -0.0088096942233855894 0.017103969937613119 -0.018165788791940304 -0.0077832132261435221 -0.013661711908286701 0.014475830893521658
leaf_weight=0.0014950802447713917 0.0010007559719739803 0.0010401319643169697 0.0012173433332326919 0.0010856723462715067 0.0011498431764012298 0.0015490240194480037
leaf_count=345 429 457 590 1435 157 497
internal_value=0 0.00112198 -0.00143665 -0.00476809 -0.000458559 0.00530361
internal_weight=0 0.0075371 0.00649696 0.00500188 0.00378454 0.0026347
internal_count=3910 3481 3024 2679 2089 1932
is_linear=0
shrinkage=0.1


Tree=7968
num_leaves=6
num_cat=0
split_feature=4 12 160 13 4
split_gain=8.86006e-06 1.41878e-05 2.46358e-05 2.94928e-05 3.93113e-05
threshold=0.27608500000000008 -0.023959999999999995 -1.0000000180025095e-35 -0.083514999999999992 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012335861153329868 0.0076739956144389262 -0.012567321746843461 0.014490446628560683 -0.011605796786820978 0.0099429124556166225
leaf_weight=0.0010173611031389284 0.001268076766989281 0.0011864421988816536 0.0016350976988825606 0.0018681597581911152 0.0015481839836362244
leaf_count=312 441 1031 540 1315 271
internal_value=0 -0.00138592 0.000399955 0.0034456 -0.00184057
internal_weight=0 0.00725524 0.00623788 0.00505144 0.00341634
internal_count=3910 3469 3157 2126 1586
is_linear=0
shrinkage=0.1


Tree=7969
num_leaves=8
num_cat=0
split_feature=11 2 52 42 3 16 2
split_gain=2.10469e-05 2.81522e-05 3.65418e-05 2.98059e-05 5.65819e-05 3.63552e-05 2.67098e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.015039999999999998 -0.088669999999999985 -0.078884999999999997 -0.088144999999999987 0.11339500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=0.00022929510683535452 -0.00027204394688949078 0.00046491454051000164 0.00024516062425355902 -0.00051144101864408124 0.00025653887675017436 -0.00019173186564507049 -0.00017667760799081435
leaf_weight=0.0010388592841905691 0.0010145790475190502 0.0010693336223624381 0.0011135524788719469 0.0011449884226095533 0.0012411524030395095 0.0015824025402572058 0.0011978505854345933
leaf_count=350 304 419 253 1352 290 608 334
internal_value=0 2.69586e-05 0.000165205 -6.63781e-05 -0.000143777 5.31488e-06 2.65492e-05
internal_weight=0 0.00838814 0.00338074 0.0050074 0.00396854 0.00282355 0.0023114
internal_count=3910 3606 1006 2600 2250 898 587
is_linear=0
shrinkage=0.00196078


Tree=7970
num_leaves=6
num_cat=0
split_feature=1 0 12 47 4
split_gain=7.82692e-06 2.39838e-05 1.51683e-05 4.19002e-05 6.17777e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.012883574994961908 0.01310993640310321 0.0060567736264807714 -0.0086362390775986727 -0.016497235572988194 0.017591604256590725
leaf_weight=0.0015067366444835178 0.0010188594361228648 0.0012018332480586778 0.001718193149976299 0.0012010867996841276 0.0018814610113050772
leaf_count=1913 450 95 880 263 309
internal_value=0 -0.00447946 0.00202793 -0.000323996 0.00507248
internal_weight=0 0.00270857 0.0058196 0.00480074 0.00359965
internal_count=3910 2008 1902 1452 1189
is_linear=0
shrinkage=0.1


Tree=7971
num_leaves=7
num_cat=0
split_feature=12 2 2 15 4 1
split_gain=1.30924e-05 1.94058e-05 6.27526e-05 3.4366e-05 4.39958e-05 3.10361e-05
threshold=0.10595000000000002 0.096540000000000015 0.10705000000000002 -0.064869999999999983 -0.034289999999999994 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00030109035201479839 -0.00021512439666978865 0.00051725767256824049 -0.0003084253619773206 -0.00014902601701468159 0.00034069607586753565 0.00013342886438735168
leaf_weight=0.0015555577237909846 0.0010169023657452788 0.0011040339092577818 0.0010146787382043134 0.001647900458001993 0.0012330259804362422 0.0015369301941631358
leaf_count=757 391 359 313 1300 433 357
internal_value=0 2.09255e-05 0.000126705 -6.62363e-05 6.05732e-05 -4.22799e-05
internal_weight=0 0.00809213 0.00365564 0.00443648 0.00288093 0.00255161
internal_count=3910 3519 1029 2490 1733 670
is_linear=0
shrinkage=0.00196078


Tree=7972
num_leaves=7
num_cat=0
split_feature=15 151 4 4 16 12
split_gain=8.06002e-06 1.81943e-05 3.60075e-05 3.15545e-05 2.35603e-05 1.74108e-05
threshold=-0.11739999999999999 -0.076429999999999984 -1.0000000180025095e-35 -0.08422499999999998 -0.094359999999999986 0.082275000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.006500119859697809 0.013679234537884964 0.0073412963263305014 -0.021692129990680049 0.016872192485560728 -0.0014409705950090875 -0.010783265684486208
leaf_weight=0.0015742961422066095 0.0010316293430020591 0.0010060161674145694 0.0010298070734261978 0.0014634107720671542 0.0012993396830761077 0.0011201526881846374
leaf_count=614 487 224 314 1351 378 542
internal_value=0 0.00142416 -0.000711895 0.00557099 -0.0103948 -0.00220746
internal_weight=0 0.00695036 0.00591873 0.00358958 0.00232915 0.00212617
internal_count=3910 3296 2809 2117 692 766
is_linear=0
shrinkage=0.1


Tree=7973
num_leaves=7
num_cat=0
split_feature=12 0 47 12 15 4
split_gain=2.36709e-05 2.14756e-05 4.42682e-05 3.09566e-05 5.0186e-05 3.16957e-05
threshold=0.10595000000000002 -0.017269999999999997 0.087850000000000025 0.088325000000000015 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-6.5630714069426927e-05 -0.00028512518657886797 0.00024276163714480502 -0.00027664898209286628 0.00035297493358063184 -0.00036835439293437838 0.00036422050630810818
leaf_weight=0.0014052204822259469 0.0010254131382910247 0.001502509745991535 0.0018315965959340517 0.0012087538393521276 0.001062371452959658 0.0012427981882166741
leaf_count=630 391 377 404 1087 636 385
internal_value=0 3.07515e-05 -1.64355e-05 8.04525e-05 -8.32857e-06 0.000136112
internal_weight=0 0.00825325 0.00675074 0.00491914 0.00371039 0.00264802
internal_count=3910 3519 3142 2738 1651 1015
is_linear=0
shrinkage=0.00196078


Tree=7974
num_leaves=7
num_cat=0
split_feature=1 0 1 151 4 15
split_gain=2.12286e-05 2.39271e-05 2.15336e-05 3.76271e-05 8.2649e-05 2.64807e-05
threshold=0.076710000000000014 0.047345000000000005 0.092010000000000022 -0.0060399999999999994 0.24280000000000004 -0.053579999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=-0.0002980742918104546 0.00023765866665783513 5.7760529620833276e-05 -0.00033735081706161036 5.5221284705676642e-05 0.00046341154059662633 -0.00038349344610076413
leaf_weight=0.0016388728503642046 0.0018733323054862553 0.0013050819860026786 0.001051281394692813 0.0010980941854620643 0.0013589303760254399 0.0010205901823272469
leaf_count=1913 592 95 313 240 361 396
internal_value=0 -0.000140329 6.08469e-05 -1.22895e-05 8.59763e-05 -0.000156112
internal_weight=0 0.00294395 0.00640223 0.0045289 0.00347761 0.00211868
internal_count=3910 2008 1902 1310 997 636
is_linear=0
shrinkage=0.00196078


Tree=7975
num_leaves=8
num_cat=0
split_feature=11 3 12 52 15 151 13
split_gain=2.88908e-05 3.11192e-05 1.91471e-05 4.08158e-05 2.93532e-05 3.6335e-05 2.31652e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.086935000000000012 0.067395000000000024 -0.017214999999999998 -0.0074049999999999993 -0.084084999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.00034567624547340614 -0.00031950001698061761 0.00010761823455567219 3.5512774514866997e-05 0.00036216884698290688 0.00020850146339919685 -0.00036883446759665808 -0.00036174095825947154
leaf_weight=0.001063124488157173 0.0010053232986330712 0.0010649413205292932 0.0011276459964108107 0.0012420265892134456 0.001165910614985239 0.0014577544807978461 0.0011298178618176658
leaf_count=222 304 274 300 442 457 479 1432
internal_value=0 3.25644e-05 -1.37451e-05 5.47302e-05 -4.87905e-05 -0.000167703 -0.000163305
internal_weight=0 0.00825122 0.0071881 0.00493063 0.00368861 0.0025227 0.00225746
internal_count=3910 3606 3384 1652 1210 753 1732
is_linear=0
shrinkage=0.00196078


Tree=7976
num_leaves=6
num_cat=0
split_feature=47 13 51 0 3
split_gain=8.63336e-06 2.26686e-05 2.28028e-05 3.38778e-05 4.54745e-05
threshold=0.10436500000000001 -0.13934999999999997 0.085845000000000019 -0.11287999999999999 -0.082139999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013206697911015751 0.0069825198172582086 0.015593387275827606 -0.012267547765686435 0.0091985788289195205 -0.015254779584310428
leaf_weight=0.0013381978452999101 0.0014513448731635426 0.0016768847139768061 0.0010270014072160834 0.0016471986146417155 0.0014127128802299896
leaf_count=299 290 329 412 1331 1249
internal_value=0 -0.00148161 0.00124064 0.0041694 -0.00209115
internal_weight=0 0.007102 0.0057638 0.0047368 0.00305991
internal_count=3910 3620 3321 2909 2580
is_linear=0
shrinkage=0.1


Tree=7977
num_leaves=7
num_cat=0
split_feature=11 13 39 52 12 52
split_gain=2.44122e-05 3.43513e-05 7.56681e-05 5.9542e-05 4.74652e-05 4.84351e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.081429999999999989 0.086935000000000012 0.071660000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0002687916561385274 -0.00028447156840790463 0.00020271524472744817 0.0004471794415085673 -0.00029665915305521678 -0.00058331750004535254 0.00023443487738292448
leaf_weight=0.0018523042029126085 0.0010492719760708457 0.0015607187577800019 0.0010627500691831647 0.0019258612110184606 0.0011591900021622279 0.0010045824509434817
leaf_count=389 304 636 387 508 1353 333
internal_value=0 3.23994e-05 -3.28268e-05 -0.000123109 -0.000247453 -0.000114595
internal_weight=0 0.00856541 0.0067131 0.00565035 0.00408963 0.00293044
internal_count=3910 3606 3217 2830 2194 841
is_linear=0
shrinkage=0.00196078


Tree=7978
num_leaves=7
num_cat=0
split_feature=11 160 49 47 15 12
split_gain=2.84263e-05 1.78107e-05 2.42791e-05 3.68247e-05 5.4512e-05 3.753e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.010625000000000001 0.09252500000000001 -0.03231499999999999 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00014189013026926641 -0.00031647615601784485 0.00045306969070240191 0.00034888836876698439 -0.00030059250453228051 -0.00028838335795578195 0.00014460027096893787
leaf_weight=0.0018025512564751921 0.0010163797037422454 0.0012417867395255128 0.0010666222908060682 0.0010712346296137473 0.0012953307484053699 0.0018965231768218909
leaf_count=1143 304 446 478 163 470 906
internal_value=0 3.07694e-05 7.81297e-05 2.56676e-05 0.000104497 -3.11149e-05
internal_weight=0 0.00837405 0.0065715 0.00550488 0.00443364 0.00319185
internal_count=3910 3606 2463 1985 1822 1376
is_linear=0
shrinkage=0.00196078


Tree=7979
num_leaves=7
num_cat=0
split_feature=3 47 42 52 1 2
split_gain=1.88717e-05 3.7913e-05 3.64415e-05 5.60648e-05 4.46135e-05 4.24012e-05
threshold=0.13772500000000001 0.10887000000000001 -1.0000000180025095e-35 -0.069134999999999988 0.088010000000000019 0.096750000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00031420443389446393 0.00020879245581507819 -0.00039878232974068347 -0.0002050261799551283 -4.0627848667045902e-05 0.00064597221065191147 0.00010437955875972249
leaf_weight=0.0011390285747184961 0.0013037902963122733 0.0010192976966196567 0.0019116727741207156 0.0016324468464385703 0.0011582896933130756 0.0010684040447493078
leaf_count=1007 239 202 733 1078 440 211
internal_value=0 -4.57665e-05 6.30823e-06 6.95702e-05 0.000205595 0.000386107
internal_weight=0 0.00792914 0.00690984 0.00577081 0.00385914 0.00222669
internal_count=3910 3671 3469 2462 1729 651
is_linear=0
shrinkage=0.00196078


Tree=7980
num_leaves=7
num_cat=0
split_feature=11 13 39 52 1 2
split_gain=2.33078e-05 2.04113e-05 4.69321e-05 4.77772e-05 4.54883e-05 3.2594e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.081429999999999989 0.088965000000000002 0.090905000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00021045722715025306 -0.0002839683502466533 0.00020348297387116869 0.00036175407483741675 -0.00049804131079770253 0.00018729352481495026 -0.00025005303775359081
leaf_weight=0.0018544526336294991 0.00102770067691177 0.0015067044478354781 0.0010296322441851946 0.0013572022881342865 0.0011738468911859298 0.0014826930116888931
leaf_count=389 304 636 387 1573 436 185
internal_value=0 2.8854e-05 -2.25613e-05 -9.42409e-05 -0.000206002 -5.68024e-05
internal_weight=0 0.00840453 0.00655008 0.00552045 0.00401374 0.00265654
internal_count=3910 3606 3217 2830 2194 621
is_linear=0
shrinkage=0.00196078


Tree=7981
num_leaves=6
num_cat=0
split_feature=151 48 16 1 13
split_gain=1.13625e-05 2.59133e-05 2.99839e-05 2.93968e-05 3.27876e-05
threshold=-0.084129999999999996 0.093225000000000016 -0.15168999999999996 0.09112000000000002 -0.028919999999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.010069651359729329 0.01017931060981625 0.013841009978332883 -0.011225440441288127 -0.015660473694549742 0.010391502173030915
leaf_weight=0.0010019232559106651 0.0016366654596393811 0.0013469635178663657 0.001267635821909043 0.0017770309817902469 0.0015714869364950781
leaf_count=423 517 348 1054 710 858
internal_value=0 0.00125986 -0.00145033 -0.00557365 0.000739785
internal_weight=0 0.00759978 0.00625282 0.00461615 0.00283912
internal_count=3910 3487 3139 2622 1912
is_linear=0
shrinkage=0.1


Tree=7982
num_leaves=7
num_cat=0
split_feature=3 39 3 4 0 43
split_gain=1.04887e-05 2.78098e-05 2.95278e-05 5.19396e-05 2.70303e-05 2.02208e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.06402999999999999 -0.079109999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014504397825602301 0.0085435678949610707 0.013683916647212578 -0.027668590984853459 -0.00062907631717422081 0.014050709715123153 0.0051792218256854917
leaf_weight=0.0010264154167007554 0.001217773986095497 0.0010396242214176796 0.0011661620537446822 0.001817681283533079 0.0012599628747436815 0.0010617891234470176
leaf_count=901 239 424 490 307 330 1219
internal_value=0 -0.00147434 -0.00396311 -0.0111968 0.00248347 -0.00449587
internal_weight=0 0.00737163 0.00633201 0.00298384 0.00334817 0.0020882
internal_count=3910 3671 3247 797 2450 2120
is_linear=0
shrinkage=0.1


Tree=7983
num_leaves=5
num_cat=0
split_feature=52 13 52 2
split_gain=8.6276e-06 2.45702e-05 2.17849e-05 3.04854e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.081429999999999989 0.09116500000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.010759202633175046 -0.0082438354447361435 0.006742319939304295 0.0017706061598752804 -0.016477296352102992
leaf_weight=0.0019695703309780127 0.001117511343665392 0.0018038238776116404 0.0019789503607426338 0.0017036852650800477
leaf_count=406 647 877 1368 612
internal_value=0 0.00117821 -0.00226124 -0.00667136
internal_weight=0 0.00745603 0.00548646 0.00368264
internal_count=3910 3263 2857 1980
is_linear=0
shrinkage=0.1


Tree=7984
num_leaves=8
num_cat=0
split_feature=50 4 12 3 12 16 52
split_gain=2.93425e-05 4.29584e-05 3.10136e-05 4.6884e-05 4.49289e-05 8.59289e-05 5.73735e-05
threshold=0.086465000000000014 0.40359500000000004 -0.023959999999999995 0.094625000000000015 0.086935000000000012 0.011450000000000002 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00033002761343450294 -0.00031446334954982882 0.00039086611078774049 -0.00025661313285718629 0.0002915699354365508 -0.00070251149606708504 9.4817344669111215e-05 0.00034656874667452408
leaf_weight=0.0010839056383096981 0.001069585548060051 0.0011049213956539463 0.0010284706459955792 0.0018542909094023492 0.001006531543097653 0.0010743402782103575 0.0014769308430943469
leaf_count=284 715 365 378 209 995 510 454
internal_value=0 2.9842e-05 -2.31722e-05 2.84696e-05 -7.79053e-05 -0.000290856 9.89618e-05
internal_weight=0 0.00862939 0.00752447 0.00644056 0.00458627 0.00208087 0.0025054
internal_count=3910 3195 2830 2546 2337 1505 832
is_linear=0
shrinkage=0.00196078


Tree=7985
num_leaves=6
num_cat=0
split_feature=1 0 15 151 2
split_gain=8.64091e-06 2.19539e-05 1.56445e-05 3.0847e-05 5.21354e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.012688041105203711 -0.010400915811975813 0.0053582128386826149 -0.0081624753086608111 -0.0038449314542637046 0.020210426345196607
leaf_weight=0.0015219412094714959 0.0010471731442487603 0.0012101311648411053 0.0011817711536848859 0.0016762399474686332 0.0019480070971732925
leaf_count=1913 318 95 571 488 525
internal_value=0 -0.00469472 0.00211633 0.00471665 0.00908465
internal_weight=0 0.00273207 0.00585319 0.00467142 0.00362425
internal_count=3910 2008 1902 1331 1013
is_linear=0
shrinkage=0.1


Tree=7986
num_leaves=6
num_cat=0
split_feature=15 151 2 2 1
split_gain=9.65979e-06 2.02211e-05 3.25873e-05 3.38188e-05 5.41195e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.10113500000000002 0.086650000000000019 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0070982377626377562 0.014410968316830676 -0.016913510219157556 -0.011499249774223652 0.01594173906226188 0.012590335640891985
leaf_weight=0.0015833270490363703 0.0010408306391665517 0.0013041217965908557 0.0019006475370579338 0.0015558965335703513 0.0011881628684833093
leaf_count=614 487 979 653 896 281
internal_value=0 0.00155217 -0.000697655 0.00437376 -0.00284795
internal_weight=0 0.00698966 0.00594883 0.00404818 0.00249228
internal_count=3910 3296 2809 2156 1260
is_linear=0
shrinkage=0.1


Tree=7987
num_leaves=6
num_cat=0
split_feature=11 160 48 15 12
split_gain=2.59034e-05 2.15305e-05 2.50041e-05 2.52977e-05 6.39626e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.016865000000000002 -0.017214999999999998 0.086935000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00018882807260134159 -0.00030430136060821905 -0.00024143768484833847 0.00025670615860496184 0.00035273727652719079 -0.00017458199515857652
leaf_weight=0.0018584496260803836 0.0010119432891846332 0.0010033510228784756 0.0019249013643819748 0.0018003005654080569 0.0017383029344967824
leaf_count=940 304 362 612 689 1003
internal_value=0 2.79289e-05 6.48411e-05 -3.58913e-06 9.36971e-05
internal_weight=0 0.00832531 0.00732195 0.00539705 0.0035386
internal_count=3910 3606 3244 2632 1692
is_linear=0
shrinkage=0.00196078


Tree=7988
num_leaves=6
num_cat=0
split_feature=52 13 3 1 0
split_gain=8.09303e-06 2.1381e-05 2.2315e-05 3.79951e-05 5.51768e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.082139999999999977 0.11183500000000002 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010075683183388298 -0.0079844088204702856 0.0069297493944557188 0.01338712169923692 -0.022021416585118442 -0.016260706927782174
leaf_weight=0.0019706986771734153 0.0011173540563875275 0.0018343569752961395 0.0014064766942257778 0.0011102666462871067 0.0011337172334865628
leaf_count=406 647 1397 220 288 952
internal_value=0 0.00114167 -0.00206832 -0.00658986 0.000154961
internal_weight=0 0.00745552 0.00548482 0.00365046 0.00254019
internal_count=3910 3263 2857 1460 1172
is_linear=0
shrinkage=0.1


Tree=7989
num_leaves=8
num_cat=0
split_feature=42 40 48 160 4 1 43
split_gain=2.09131e-05 4.7132e-05 3.76982e-05 3.58416e-05 4.33949e-05 6.82729e-05 5.36649e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11379500000000002 -1.0000000180025095e-35 0.074650000000000008 0.089680000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00026249317725999605 0.00041392404244612813 -0.00022818442865061621 -0.00037813429301142672 -0.00012994284745165193 0.00041857123354666369 -0.00037247249677818174 0.00047262294171796036
leaf_weight=0.0010605124395204639 0.0010715788442068842 0.0015665154529972787 0.0010097444498594101 0.0010379282821272253 0.0013050919410396767 0.0012309829144295683 0.0012557706414647539
leaf_count=440 363 997 136 770 308 494 402
internal_value=0 2.95697e-05 -2.60426e-05 2.95401e-05 0.000113132 3.6139e-08 0.000199954
internal_weight=0 0.00847761 0.00740603 0.00639629 0.00482977 0.00352468 0.0022937
internal_count=3910 3470 3107 2971 1974 1666 1172
is_linear=0
shrinkage=0.00196078


Tree=7990
num_leaves=7
num_cat=0
split_feature=1 0 12 48 16 16
split_gain=2.99844e-05 4.14282e-05 3.10391e-05 5.68706e-05 8.13255e-05 6.40269e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.11339500000000001 -0.09601999999999998 -0.0083999999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0003731469576857375 0.00035905912256159749 8.8914054001579883e-05 0.000479246047679769 -0.00041306057829547784 -0.00038437731007049389 0.00019981024823987283
leaf_weight=0.0016858960787207102 0.0011554282886244611 0.001338201754840986 0.0014611622858581785 0.001015371716944307 0.0014241730456657185 0.0014615210393143958
leaf_count=1913 450 95 317 115 508 512
internal_value=0 -0.000168679 6.75581e-05 4.74678e-06 0.000102341 -8.85031e-05
internal_weight=0 0.0030241 0.00651766 0.00536223 0.00434686 0.00288569
internal_count=3910 2008 1902 1452 1337 1020
is_linear=0
shrinkage=0.00196078


Tree=7991
num_leaves=7
num_cat=0
split_feature=11 49 48 15 4 160
split_gain=3.43094e-05 2.36431e-05 2.7806e-05 4.13058e-05 5.07053e-05 2.77661e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 0.016865000000000002 -0.017214999999999998 -0.08422499999999998 0.069910000000000014
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0003219675239405235 -0.00034549921783782393 -0.00019773481945568137 0.00038121187388849288 -6.7092845987928813e-05 0.00043153607791338001 0.00011010418266308273
leaf_weight=0.0012990844020228094 0.001013016140187375 0.0018115745542283596 0.0011115407573405916 0.0016211117006650331 0.0015185427033291591 0.0010214325652338359
leaf_count=486 304 952 385 527 1036 220
internal_value=0 3.65326e-05 0.000100954 3.80369e-05 0.000174077 -0.000131781
internal_weight=0 0.00838329 0.00606277 0.00495123 0.00313965 0.00232052
internal_count=3910 3606 2900 2515 1563 706
is_linear=0
shrinkage=0.00196078


Tree=7992
num_leaves=7
num_cat=0
split_feature=1 0 13 4 13 2
split_gain=8.72339e-06 2.65719e-05 2.16168e-05 3.03485e-05 1.92874e-05 1.43053e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.0024749999999999993 0.022820000000000003 -0.028919999999999998 0.10705000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -5
right_child=2 4 3 5 -6 -7
leaf_value=-0.015693482488412645 0.011165123709831162 -0.0065659953739877087 -0.016076485548966821 0.013182879713441989 0.011557294713839469 -0.0033973363588762021
leaf_weight=0.0012356701871120723 0.0018667540877934903 0.001184106958237025 0.0010726816806633727 0.001008243048079476 0.0011649276489636123 0.0010754255202604576
leaf_count=1213 961 555 351 116 557 157
internal_value=0 -0.00382274 0.00263493 -0.00241006 0.00242166 0.00462548
internal_weight=0 0.0035847 0.0050231 0.00315635 0.00234903 0.00208367
internal_count=3910 2325 1585 624 1112 273
is_linear=0
shrinkage=0.1


Tree=7993
num_leaves=6
num_cat=0
split_feature=15 151 49 0 12
split_gain=8.64766e-06 1.74226e-05 3.19986e-05 2.91609e-05 3.14684e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.032484999999999993 0.086865000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0067096726867728607 0.013354124880183643 -0.016434459055333177 -0.00019063981585492202 -0.0078143085318790103 0.019836728035570274
leaf_weight=0.0015889912420680588 0.0010476289144482117 0.0010543484064262859 0.0018321483732794419 0.0017010779101341448 0.0013721342395344707
leaf_count=614 487 262 738 303 1506
internal_value=0 0.0014612 -0.000629397 0.00276771 0.00838546
internal_weight=0 0.00700734 0.00595971 0.00490536 0.00320428
internal_count=3910 3296 2809 2547 2244
is_linear=0
shrinkage=0.1


Tree=7994
num_leaves=8
num_cat=0
split_feature=11 2 16 0 0 4 2
split_gain=2.56754e-05 2.46691e-05 4.47978e-05 4.47375e-05 2.65852e-05 3.99299e-05 1.79808e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.13514000000000004 -0.15007499999999999 -0.084304999999999977 0.0057500000000000008 0.11043500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -5
right_child=-2 3 -4 6 -6 -7 -8
leaf_value=-0.00034672371383816735 -0.0003006550894657216 -0.00012528794854075107 -0.00041797331045656712 0.00014277160608457132 0.00029151998459832975 0.00016846915187848015 0.00048791697366489905
leaf_weight=0.0011055504444329957 0.0010057043292941116 0.0014201278329121526 0.0010649988630823367 0.0011526560275414125 0.001112639700825974 0.0012129745535474289 0.0011687247637100465
leaf_count=898 304 164 253 401 1053 286 551
internal_value=0 3.12134e-05 -6.66693e-05 0.000148839 4.23719e-05 -7.71921e-05 0.000316539
internal_weight=0 0.00823767 0.00449616 0.00374151 0.00343116 0.00231852 0.00232138
internal_count=3910 3606 2490 1116 2237 1184 952
is_linear=0
shrinkage=0.00196078


Tree=7995
num_leaves=7
num_cat=0
split_feature=151 48 16 160 1 43
split_gain=8.91085e-06 2.27191e-05 2.62407e-05 3.03949e-05 3.82297e-05 2.75059e-05
threshold=-0.084129999999999996 0.093225000000000016 -0.15168999999999996 -0.063534999999999994 0.090820000000000012 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.0088922806836525502 0.0094922041038912556 0.012914711103345817 0.0097164251235529828 -0.01374655221664995 -0.023435787512164404 0.0082800658313106554
leaf_weight=0.0010057662463850269 0.0016303338914646446 0.0013448260966098585 0.0010469620210258263 0.0010527570429566084 0.0012877836801901844 0.0012285061783634307
leaf_count=423 517 348 636 954 526 506
internal_value=0 0.00112451 -0.0014139 -0.00526584 -0.00966081 -0.00188477
internal_weight=0 0.00759117 0.00624634 0.00461601 0.00356905 0.00228126
internal_count=3910 3487 3139 2622 1986 1460
is_linear=0
shrinkage=0.1


Tree=7996
num_leaves=8
num_cat=0
split_feature=11 2 0 52 4 0 2
split_gain=2.63753e-05 3.15249e-05 5.61794e-05 4.62941e-05 5.67873e-05 3.40875e-05 1.75829e-05
threshold=1.0000000180025095e-35 0.096540000000000015 -0.15007499999999999 0.016565000000000003 0.0057500000000000008 -0.084304999999999977 0.11043500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00044262131051987151 -0.00029544561618544878 -0.00013309878560725531 0.00018193700740829714 -0.00043414621496513304 0.00030718643754024344 6.8317470326066806e-05 0.00051796281743181013
leaf_weight=0.0010050515740706314 0.0010388217506558948 0.0014893399794924408 0.0011837813814288879 0.0010566747230322379 0.0016065298249046231 0.0010030134972978642 0.0012113164308734817
leaf_count=534 304 164 401 998 290 668 551
internal_value=0 3.54126e-05 0.000165934 -7.31238e-05 3.24159e-05 -0.000187411 0.000351881
internal_weight=0 0.00855571 0.00388444 0.00467127 0.00361459 0.00200807 0.0023951
internal_count=3910 3606 1116 2490 1492 1202 952
is_linear=0
shrinkage=0.00196078


Tree=7997
num_leaves=7
num_cat=0
split_feature=1 0 15 52 151 16
split_gain=8.73579e-06 2.15774e-05 1.30299e-05 3.08401e-05 2.7577e-05 3.38288e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.081429999999999989 -0.0088999999999999982 -0.12467499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.012647681158455732 0.019009738944530674 0.0052086725148004715 -0.0072412402835919341 -0.013095778435889806 0.019453063801185486 -0.0042951562951381557
leaf_weight=0.0015211476183729969 0.0011163805261945 0.0012190631383298977 0.0011826576043671364 0.0011123365839914709 0.0010504217032407295 0.0013982981258233698
leaf_count=1913 422 95 571 237 311 361
internal_value=0 -0.00470376 0.00213636 0.00450743 -3.90059e-05 0.00589206
internal_weight=0 0.00274021 0.00586009 0.00467744 0.00356106 0.00244872
internal_count=3910 2008 1902 1331 909 672
is_linear=0
shrinkage=0.1


Tree=7998
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=3.071e-05 2.2144e-05 9.45165e-05 5.01935e-05 3.926e-05 4.74703e-05 6.24142e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.074254999999999988 -0.092584999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00019521344008954772 -0.00032620821599538318 -0.00018110413955817179 0.0005740337483055261 0.0003444203797981909 7.2420156530095947e-05 -3.4570693763844959e-05 -0.00069420785867238674
leaf_weight=0.0011400980866112637 0.0010191977539808763 0.001308887900818168 0.0012419006883465187 0.0010986187056305028 0.0013143270640936146 0.0010025193019081433 0.0012257881493191571
leaf_count=438 304 114 591 421 792 189 1061
internal_value=0 3.43695e-05 0.000186549 -3.27738e-05 -0.000121268 -0.000223118 -0.000397436
internal_weight=0 0.00833214 0.00255079 0.00578135 0.00468273 0.00354263 0.00222831
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=7999
num_leaves=7
num_cat=0
split_feature=15 151 4 4 16 12
split_gain=9.52135e-06 1.7669e-05 2.96961e-05 2.97916e-05 2.58433e-05 1.61813e-05
threshold=-0.11739999999999999 -0.076429999999999984 -1.0000000180025095e-35 -0.08422499999999998 -0.094359999999999986 0.082275000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0070335023284517698 0.013503167134327263 0.0067346981896569437 -0.021187490665107733 0.016071155930329928 -2.0388580323726189e-05 -0.010634853223940567
leaf_weight=0.0015881589341334322 0.0010499851478940449 0.0010205443696269913 0.0010309501428026084 0.0014715879868195283 0.0013093767853274377 0.0011304049221903608
leaf_count=614 487 224 314 1351 378 542
internal_value=0 0.00154141 -0.000564906 0.00510733 -0.00934482 -0.00239366
internal_weight=0 0.00701285 0.00596286 0.00362254 0.00234033 0.00215095
internal_count=3910 3296 2809 2117 692 766
is_linear=0
shrinkage=0.1


Tree=8000
num_leaves=8
num_cat=0
split_feature=11 3 47 4 4 2 15
split_gain=1.95394e-05 2.65758e-05 3.68112e-05 3.28839e-05 3.93344e-05 3.03518e-05 2.10263e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.0057500000000000008 -0.077679999999999985 0.11203000000000002 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=0.00031333956946158411 -0.00026314221205591093 0.0001452446573026089 -0.00030297097020415742 0.00049935818091757062 -0.00028577217347407435 2.067891530281249e-05 -0.00017796895221067953
leaf_weight=0.0010530932493777404 0.0010380445778005792 0.0017529353263282066 0.0010509007027915955 0.0010287871508979848 0.0015198152932570381 0.0010085269185203614 0.001019012421510196
leaf_count=222 304 931 237 411 1234 305 266
internal_value=0 2.19496e-05 -1.96305e-05 6.68301e-05 -5.4913e-05 0.000262399 -0.000241433
internal_weight=0 0.00843307 0.00737998 0.00531006 0.00327275 0.00203731 0.00206991
internal_count=3910 3606 3384 2881 2165 716 503
is_linear=0
shrinkage=0.00196078


Tree=8001
num_leaves=8
num_cat=0
split_feature=11 1 13 52 0 16 16
split_gain=3.08573e-05 3.37557e-05 6.68041e-05 5.18232e-05 3.93161e-05 5.1606e-05 3.59928e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -0.084074999999999997 0.15100500000000003 -0.074719999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=-0.00040031497951465757 -0.0003284483939705823 0.00044910807675062965 -0.0003984981835606438 -0.00010410862482378004 0.00034269186052533768 -0.00023455699130269417 0.00038626078371057309
leaf_weight=0.0012372157206427441 0.001050615366897119 0.0016902026099414229 0.0010166665923080197 0.0011904084350423533 0.0010993311655032598 0.0012990314035441521 0.001114035039638612
leaf_count=1128 304 895 153 203 791 289 147
internal_value=0 2.74178e-05 0.000131766 -2.97381e-05 -0.000116416 3.00351e-05 0.00013295
internal_weight=0 0.00864689 0.00501131 0.00332111 0.00363558 0.00239836 0.00230444
internal_count=3910 3606 1398 503 2208 1080 350
is_linear=0
shrinkage=0.00196078


Tree=8002
num_leaves=7
num_cat=0
split_feature=4 12 3 43 12 0
split_gain=9.48823e-06 1.58312e-05 2.47532e-05 2.70905e-05 3.59853e-05 1.85953e-05
threshold=0.27608500000000008 -0.023959999999999995 0.11476000000000001 -0.074254999999999988 0.083325000000000024 -0.070894999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.012904313655365422 0.0079031949854616937 -0.00368849680546726 0.01347037665150703 2.6417381662310952e-05 -0.02257514331501409 0.014852097124231495
leaf_weight=0.0010344877716384707 0.0012764185345770281 0.0010428370819249714 0.0011845853387575421 0.0018069479507524821 0.0011545538380300208 0.0011239936561425669
leaf_count=312 441 988 134 324 1477 234
internal_value=0 -0.0014375 0.000441553 -0.00256795 -0.0087849 0.00592901
internal_weight=0 0.00734741 0.00631292 0.00512833 0.0029615 0.00216683
internal_count=3910 3469 3157 3023 1801 1222
is_linear=0
shrinkage=0.1


Tree=8003
num_leaves=6
num_cat=0
split_feature=16 0 4 15 52
split_gain=8.53979e-06 2.94013e-05 2.86603e-05 4.94728e-05 2.79116e-05
threshold=0.064860000000000015 -0.084304999999999977 0.0057500000000000008 -0.095799999999999982 0.091210000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.014610313592156888 -0.012917181922133841 0.013026033874322454 -0.0065518954538367471 0.020686397247267632 0.0082234849038311849
leaf_weight=0.0013286444948825992 0.0016240609768051642 0.0017310099884022684 0.0018793391984273078 0.0010335270864047586 0.0010147255353363176
leaf_count=1071 675 1422 379 276 87
internal_value=0 0.00204319 -0.00243904 0.00311264 -0.0047877
internal_weight=0 0.00597252 0.00424151 0.00291287 0.00263879
internal_count=3910 3148 1726 655 762
is_linear=0
shrinkage=0.1


Tree=8004
num_leaves=9
num_cat=0
split_feature=157 160 133 160 133 52 2 4
split_gain=4.03053e-05 7.05062e-05 8.0529e-05 4.021e-05 9.1429e-05 0.000101979 6.80105e-05 2.50915e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.089200000000000015 0.048490000000000012 0.10796500000000002 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.00036321097084010767 -0.00047493166264528489 -0.00048161470132297506 0.00010713229213897653 -0.0002553982652322487 -0.00033799953209061269 0.00079436083542692494 -0.00029849923633064698 0.00053032087109009841
leaf_weight=0.0010041854322105212 0.0012897619563450912 0.0010521626738627769 0.0011018219209904629 0.0010122754851512091 0.001088487401856764 0.0011630870064017499 0.0010298938719760058 0.0010539029592530639
leaf_count=517 856 862 348 280 509 168 244 126
internal_value=0 -5.14471e-05 2.1363e-05 0.000103418 0.000170222 0.00029743 0.000115998 0.000314023
internal_weight=0 0.00879139 0.00750163 0.00644947 0.00543719 0.00434871 0.00318562 0.00215572
internal_count=3910 3393 2537 1675 1395 886 718 474
is_linear=0
shrinkage=0.00196078


Tree=8005
num_leaves=8
num_cat=0
split_feature=11 43 2 13 15 52 3
split_gain=2.64716e-05 2.03117e-05 5.12447e-05 2.54944e-05 4.00625e-05 2.67184e-05 8.091e-06
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 -0.09547499999999999 -1.0000000180025095e-35 -0.010284999999999997 -0.08095999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.00011073136091549464 -0.0002907880024214974 0.00016436664774394837 0.00052641115865119002 -0.00019515688097466655 -0.00039558788396458651 0.00020682189536049727 -0.00013831272439103397
leaf_weight=0.001000218252045074 0.001057901068517224 0.0017586005083544904 0.001015568387571518 0.0011691715901664805 0.0013341265983003018 0.0013932954277250708 0.0010059750804751325
leaf_count=737 304 336 553 224 998 327 431
internal_value=0 3.77443e-05 0.000167526 -3.16023e-05 -0.000120046 2.34119e-05 -1.4148e-05
internal_weight=0 0.00867696 0.00302176 0.00565519 0.00389659 0.00256247 0.00200619
internal_count=3910 3606 1721 1885 1549 551 1168
is_linear=0
shrinkage=0.00196078


Tree=8006
num_leaves=6
num_cat=0
split_feature=52 13 47 15 43
split_gain=8.56519e-06 1.73237e-05 2.11357e-05 3.65788e-05 3.97747e-05
threshold=0.11401500000000002 -0.094679999999999986 0.09252500000000001 -0.09547499999999999 -0.083899999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0091800562223807846 -0.0081753530402374885 0.017969516790942563 -0.01422465327288488 0.0083175803810484478 -0.013361269764087367
leaf_weight=0.0019863807393315659 0.0011277619551080887 0.0010198568091681101 0.0010844338240907463 0.0015383483231709977 0.0018813278245964754
leaf_count=406 647 380 277 615 1585
internal_value=0 0.00117094 -0.00170909 0.00134806 -0.00360899
internal_weight=0 0.00751035 0.00552397 0.00443953 0.00341968
internal_count=3910 3263 2857 2580 2200
is_linear=0
shrinkage=0.1


Tree=8007
num_leaves=6
num_cat=0
split_feature=1 2 12 47 4
split_gain=9.30315e-06 1.86055e-05 1.44724e-05 4.15623e-05 5.68314e-05
threshold=0.076710000000000014 0.096540000000000015 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.013575936121737199 0.012931427772207522 0.0029028401354463744 -0.0078157899308013944 -0.016045087248700161 0.017272006746294789
leaf_weight=0.0012930767017830332 0.00103564730908824 0.0014573779071981139 0.0017285153133613056 0.0012212384290207971 0.0018905323455743607
leaf_count=1452 450 556 880 263 309
internal_value=0 -0.00484436 0.00220239 -9.32388e-05 0.00528967
internal_weight=0 0.00275045 0.00587593 0.00484029 0.00361905
internal_count=3910 2008 1902 1452 1189
is_linear=0
shrinkage=0.1


Tree=8008
num_leaves=6
num_cat=0
split_feature=15 2 0 4 2
split_gain=1.01428e-05 1.88204e-05 4.2444e-05 4.54981e-05 3.0966e-05
threshold=-0.11739999999999999 0.09116500000000001 -0.10575999999999998 -0.0025899999999999994 0.11005500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0072443970122807073 0.022130396615977127 -0.012457109806179275 0.010715760607599175 -0.016833840552693494 0.0067840582356833755
leaf_weight=0.0015927421754057943 0.0011845543228502209 0.0018550130776635906 0.0014201082289688437 0.0010373592396198941 0.0015232358345543104
leaf_count=614 178 793 1500 327 498
internal_value=0 0.00159468 0.00658136 -0.000913624 -0.00378136
internal_weight=0 0.00702027 0.00364202 0.00245747 0.00337825
internal_count=3910 3296 2005 1827 1291
is_linear=0
shrinkage=0.1


Tree=8009
num_leaves=7
num_cat=0
split_feature=160 42 160 13 16 0
split_gain=8.93494e-06 2.61282e-05 2.15591e-05 3.64609e-05 2.73947e-05 2.46871e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.16277999999999995 0.0032450000000000005 -0.10462499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0061432661681035151 -0.011646629417190295 -0.0083302216499433653 -0.0079455799268247276 0.0090531529910059718 -0.00092965422826256708 0.029644917014670053
leaf_weight=0.0018733798434244333 0.0012092719518096481 0.001073578054487562 0.0010995545897514118 0.0012303129103925997 0.0010076304520160026 0.0011052387008682481
leaf_count=1218 882 145 332 204 429 700
internal_value=0 0.00166565 0.00458394 0.00770316 0.0128519 0.0187977
internal_weight=0 0.00672559 0.00551631 0.00441676 0.00334318 0.00233555
internal_count=3910 2692 1810 1478 1333 904
is_linear=0
shrinkage=0.1


Tree=8010
num_leaves=7
num_cat=0
split_feature=52 0 160 13 43 4
split_gain=9.08419e-06 3.12909e-05 2.82464e-05 2.17944e-05 2.91217e-05 1.70588e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 -0.16277999999999995 -0.0037249999999999996 0.050655000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-0.0097247250588222145 -0.01739998481057994 0.012064748940716588 -0.012001692160700704 -0.0055913538180813868 0.021660816213811884 0.0034028637046713836
leaf_weight=0.0010086982274743596 0.0010235142457173481 0.0019013611672076952 0.0010156609309656286 0.0015888459960961693 0.0010145470810960552 0.0010325489348831545
leaf_count=128 924 1062 127 943 512 214
internal_value=0 0.00451198 -0.00235996 0.00094937 0.00456711 0.0124516
internal_weight=0 0.00291006 0.00567512 0.0046516 0.00363594 0.0020471
internal_count=3910 1190 2720 1796 1669 726
is_linear=0
shrinkage=0.1


Tree=8011
num_leaves=7
num_cat=0
split_feature=11 2 3 52 4 0
split_gain=2.15337e-05 2.70332e-05 5.61072e-05 3.9277e-05 6.21639e-05 2.21977e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.016565000000000003 0.0057500000000000008 -0.14136999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00020991301535378286 -0.00027441553360415052 0.00048760868459300359 -0.00017114827916079177 -0.00040697976623019997 0.00031481438917623406 0.00019902266881380881
leaf_weight=0.0019346912303153582 0.0010145188668338094 0.0012640139038620369 0.0014972734458632772 0.0010485466384134961 0.0015743886552352724 0.0010664146635527587
leaf_count=1202 304 740 151 998 290 225
internal_value=0 2.80389e-05 0.000149523 -7.39889e-05 2.55119e-05 -1.71687e-05
internal_weight=0 0.00838533 0.0038277 0.00455763 0.00350908 0.00256369
internal_count=3910 3606 1116 2490 1492 376
is_linear=0
shrinkage=0.00196078


Tree=8012
num_leaves=7
num_cat=0
split_feature=11 42 15 3 4 1
split_gain=1.8129e-05 1.8455e-05 3.55754e-05 6.98634e-05 2.4656e-05 6.70288e-05
threshold=1.0000000180025095e-35 0.086325000000000013 0.084050000000000014 -0.015794999999999997 0.074650000000000008 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00055469983146130993 -0.00025281362680497674 -0.00015513420481398321 -0.00025913317238305769 -9.6592641234015823e-05 -0.00018701822613431234 0.0005248227319755251
leaf_weight=0.0011948615678376451 0.001012491950406068 0.0017334837402787472 0.0010492805892888648 0.0018767752717714589 0.0014715882101998738 0.0010356012457056136
leaf_count=894 304 1388 661 220 247 196
internal_value=0 2.49921e-05 7.21015e-05 0.000134401 1.98475e-05 0.000124374
internal_weight=0 0.00836159 0.00662811 0.00557883 0.00438396 0.00291238
internal_count=3910 3606 2218 1557 663 416
is_linear=0
shrinkage=0.00196078


Tree=8013
num_leaves=8
num_cat=0
split_feature=11 160 133 43 2 52 4
split_gain=2.55238e-05 1.84428e-05 2.40841e-05 5.10331e-05 4.10395e-05 3.33711e-05 4.8417e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.087895000000000015 -0.06705499999999999 1.0000000180025095e-35 0.071660000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=8.6079127702449066e-05 -0.00029412909649940841 -0.00021512109972151818 -0.00020391061313909038 0.00017864689848177094 0.00063693483109297669 0.00026457692992636902 -0.00032847724343728366
leaf_weight=0.0010231582059346425 0.001018534462167593 0.0010005522191937699 0.0010660114281111459 0.0012263723847978727 0.0010573188149632041 0.0012156797272269296 0.0017663163678891306
leaf_count=344 304 362 816 477 564 607 436
internal_value=0 3.46409e-05 6.86184e-05 0.000114814 0.000366029 -9.37805e-06 -0.000120663
internal_weight=0 0.00835541 0.00735486 0.00628885 0.00208048 0.00420837 0.00299269
internal_count=3910 3606 3244 2428 908 1520 913
is_linear=0
shrinkage=0.00196078


Tree=8014
num_leaves=7
num_cat=0
split_feature=4 42 15 160 160 16
split_gain=9.01689e-06 1.50962e-05 3.99893e-05 4.33244e-05 3.45771e-05 5.05243e-05
threshold=0.27608500000000008 0.086700000000000013 0.079360000000000014 -0.026849999999999995 0.069910000000000014 -0.053084999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.022903210678783356 0.0077172937883260937 -0.010098099915587879 -0.016157786665975889 0.010388831360013983 0.014169088940871611 -0.018698837742010695
leaf_weight=0.0010500095676161331 0.0012776442964391463 0.0015646799678905154 0.0011021465999182592 0.001008834351610848 0.0011485874937800164 0.00146330811680118
leaf_count=471 441 1261 795 226 318 398
internal_value=0 -0.00138562 0.000975808 0.00501879 -0.000167677 -0.00682871
internal_weight=0 0.00733757 0.00577289 0.00467074 0.00362073 0.00247214
internal_count=3910 3469 2208 1413 942 624
is_linear=0
shrinkage=0.1


Tree=8015
num_leaves=7
num_cat=0
split_feature=16 40 2 48 2 4
split_gain=2.56027e-05 5.26508e-05 3.82913e-05 6.24972e-05 6.01289e-05 3.57497e-05
threshold=0.41476000000000007 -0.018084999999999997 0.11934000000000002 0.093225000000000016 0.094010000000000024 -0.0037349999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00034901923712857264 0.00029087456563440503 -0.00018323800195292627 -0.00044493049613296838 0.00039213814890005542 -0.00044373432028271083 0.00021155892525057791
leaf_weight=0.0011530719555258515 0.0010047018808117857 0.0017839929813393308 0.0010678116448716909 0.0010538117506839447 0.0016270602867215107 0.0017437825502550639
leaf_count=390 290 1629 275 257 558 511
internal_value=0 -4.02612e-05 -0.000101949 -4.29603e-05 -0.000131908 1.19105e-05
internal_weight=0 0.00842953 0.00727646 0.00620865 0.00515484 0.00352778
internal_count=3910 3620 3230 2955 2698 2140
is_linear=0
shrinkage=0.00196078


Tree=8016
num_leaves=6
num_cat=0
split_feature=43 3 48 0 12
split_gain=8.75838e-06 2.73329e-05 1.73062e-05 2.44936e-05 2.4567e-05
threshold=-0.049504999999999987 -0.075954999999999981 0.086125000000000021 -0.15291499999999997 0.086765000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0032866795688503703 0.014275681739778745 0.016045802727855923 -0.010968706340699984 -0.013226342276774959 0.0054232147536878656
leaf_weight=0.0018779331856819466 0.0010509689255267895 0.0011977762785345401 0.0016568757820939616 0.0013689107367142457 0.0014593517387733799
leaf_count=1259 175 565 359 624 928
internal_value=0 0.00424199 -0.00241357 0.00124045 -0.00360338
internal_weight=0 0.00307571 0.00553611 0.00387923 0.00282826
internal_count=3910 1824 2086 1727 1552
is_linear=0
shrinkage=0.1


Tree=8017
num_leaves=7
num_cat=0
split_feature=11 2 0 52 4 2
split_gain=2.72948e-05 2.31658e-05 6.08627e-05 3.78405e-05 6.26748e-05 1.56503e-05
threshold=1.0000000180025095e-35 0.096540000000000015 -0.15007499999999999 0.016565000000000003 0.0057500000000000008 0.11043500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00020386863857510309 -0.00031228213205173591 -0.00017376337966528501 0.00017438997536910162 -0.00039871739185595343 0.00032190039102202955 0.0004931614597868298
leaf_weight=0.0019668364998302957 0.0010199012974238834 0.0014700350034334256 0.0011815401490246579 0.0010253769620795611 0.0015655217107413259 0.0011870275690716249
leaf_count=1202 304 164 401 998 290 551
internal_value=0 2.74092e-05 0.000139636 -6.71101e-05 2.91493e-05 0.000334145
internal_weight=0 0.00839634 0.0038386 0.00455774 0.00353236 0.00236857
internal_count=3910 3606 1116 2490 1492 952
is_linear=0
shrinkage=0.00196078


Tree=8018
num_leaves=6
num_cat=0
split_feature=160 49 52 3 13
split_gain=8.67143e-06 2.37336e-05 2.59629e-05 5.56229e-05 3.58642e-05
threshold=-1.0000000180025095e-35 -0.081629999999999994 0.048490000000000012 -0.078884999999999997 -0.057284999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0060558050474608773 0.015238962956693421 -0.025878652832002854 0.0085653919226365335 0.016124995280127001 -0.0073691204971846232
leaf_weight=0.0018749585352353737 0.0010771445918880684 0.0010072156626345259 0.0019025179161827974 0.0010497388089848532 0.0017051815656467417
leaf_count=1218 219 846 850 370 407
internal_value=0 0.00163255 -0.000954732 -0.00576907 0.00158311
internal_weight=0 0.0067418 0.00566465 0.00376214 0.00275492
internal_count=3910 2692 2473 1623 777
is_linear=0
shrinkage=0.1


Tree=8019
num_leaves=7
num_cat=0
split_feature=4 42 15 160 52 2
split_gain=9.33214e-06 1.47596e-05 3.43366e-05 3.74813e-05 3.05293e-05 1.87317e-05
threshold=0.27608500000000008 0.086700000000000013 0.079360000000000014 -0.026849999999999995 -0.031409999999999993 0.097135000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.021304592114619728 0.0078503141506144677 -0.01004559421220781 -0.014980031501838218 -0.011075170215483175 0.017227159858502414 -0.0015894866729694983
leaf_weight=0.0010494833588086676 0.0012773826342117479 0.0015588554650452944 0.0010990924337289151 0.001500058495683436 0.0010309550619633451 0.0010866929945272013
leaf_count=471 441 1261 795 568 250 124
internal_value=0 -0.00141233 0.000921584 0.00466631 -0.000160394 0.0075712
internal_weight=0 0.00732514 0.00576628 0.00466719 0.00361771 0.00211765
internal_count=3910 3469 2208 1413 942 374
is_linear=0
shrinkage=0.1


Tree=8020
num_leaves=6
num_cat=0
split_feature=160 49 42 42 0
split_gain=1.03059e-05 2.06041e-05 2.33371e-05 2.75408e-05 5.22386e-05
threshold=-1.0000000180025095e-35 -0.081629999999999994 0.084100000000000022 -1.0000000180025095e-35 -0.15517999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0066057834922767364 0.014477995247222984 -0.010145694081286427 -0.010889833662685429 -0.0073651424686167477 0.019596735642722039
leaf_weight=0.001866895371181022 0.0010755509056541903 0.0010952571505703384 0.0015905144527995543 0.0012278433252981271 0.0017326675134208898
leaf_count=1218 219 854 988 147 484
internal_value=0 0.00179276 -0.000623631 0.00340237 0.00841456
internal_weight=0 0.00672183 0.00564628 0.00405577 0.00296051
internal_count=3910 2692 2473 1485 631
is_linear=0
shrinkage=0.1


Tree=8021
num_leaves=7
num_cat=0
split_feature=11 43 15 2 0 2
split_gain=2.28686e-05 2.6029e-05 4.71629e-05 2.45201e-05 2.29825e-05 4.78373e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 -0.053579999999999996 0.089785000000000018 -0.13506999999999997 0.11339500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00051756603714196345 -0.00028498076848814833 -0.0002451358414770192 -6.5557758632861728e-06 0.00019692736026955085 0.00021529022066107118 -0.00039867226391447809
leaf_weight=0.001020606249113976 0.0010036985778623065 0.0017214195756544357 0.0018685974954041108 0.001048279091979389 0.0015970415479607124 0.0010258128918754217
leaf_count=811 304 1010 910 121 623 131
internal_value=0 2.84117e-05 0.000178589 -5.205e-05 3.84892e-05 -9.76467e-05
internal_weight=0 0.00828176 0.0028892 0.00539255 0.00367113 0.00207409
internal_count=3910 3606 1721 1885 875 252
is_linear=0
shrinkage=0.00196078


Tree=8022
num_leaves=6
num_cat=0
split_feature=43 15 12 52 3
split_gain=1.02596e-05 2.42503e-05 1.78239e-05 4.40773e-05 6.28923e-05
threshold=-0.049504999999999987 -0.053579999999999996 0.088375000000000023 -0.0066199999999999991 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.016182607206837837 -0.0121827970966519 -0.0022276601286122539 -0.012523004590728755 0.02404772887222768 -0.007513265419985338
leaf_weight=0.0011378916270864611 0.00162894130774932 0.0019273550737848805 0.0013649291630690999 0.0013162292041834715 0.0012134925117018374
leaf_count=849 420 975 889 550 227
internal_value=0 0.00460666 -0.00260755 0.000646835 0.00890811
internal_weight=0 0.00306525 0.00552359 0.00415866 0.00252972
internal_count=3910 1824 2086 1197 777
is_linear=0
shrinkage=0.1


Tree=8023
num_leaves=7
num_cat=0
split_feature=1 0 133 12 16 16
split_gain=1.99852e-05 3.4388e-05 4.49782e-05 2.02729e-05 4.06975e-05 5.3285e-05
threshold=0.088010000000000019 -0.084074999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.072804999999999981 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=-0.00037182450632650691 0.00031256432431720594 0.0002375744905682992 -0.00029245686940586389 -0.00013455829121773895 -0.00020361576437860952 0.0004445854231086924
leaf_weight=0.0013307649656027483 0.0010499894366328959 0.0014819140020778765 0.0010528755147238243 0.0011364202830693689 0.0019325276660687564 0.0013205343008132668
leaf_count=1213 436 536 576 213 638 298
internal_value=0 -0.000116585 1.74154e-05 6.78139e-05 9.26816e-06 0.000176713
internal_weight=0 0.00386555 0.00253479 0.00543947 0.00438948 0.00245695
internal_count=3910 2325 1112 1585 1149 511
is_linear=0
shrinkage=0.00196078


Tree=8024
num_leaves=8
num_cat=0
split_feature=11 3 47 43 15 3 4
split_gain=3.47422e-05 4.24117e-05 2.58133e-05 4.67216e-05 5.9346e-05 7.06943e-05 7.0814e-06
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 -0.089604999999999976 -0.09547499999999999 0.10223 0.097045000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=0.00037599672623802937 -0.00035420220882685427 0.00042448311607379339 -9.767687077770815e-05 0.00030858557739655331 -0.0004131950315199648 0.00016347221247044224 -0.00032851574835041563
leaf_weight=0.0011744736911266929 0.0010144090524305547 0.0010187103594910081 0.0010228676707232833 0.0013532967065031857 0.0019980018738234469 0.001383111739476786 0.0010208524337382765
leaf_count=247 279 419 347 426 1920 181 91
internal_value=0 2.86347e-05 -2.369e-05 4.35536e-05 -3.84116e-05 -0.000177298 -0.000212982
internal_weight=0 0.00897131 0.00779684 0.00575312 0.00473441 0.00338111 0.00204372
internal_count=3910 3631 3384 2946 2527 2101 438
is_linear=0
shrinkage=0.00196078


Tree=8025
num_leaves=8
num_cat=0
split_feature=151 4 15 16 48 0 4
split_gain=2.08565e-05 3.97156e-05 3.07867e-05 4.16533e-05 4.83903e-05 5.21025e-05 3.4028e-05
threshold=-0.084764999999999993 0.40359500000000004 -0.10192499999999999 -0.089864999999999987 0.084795000000000023 -0.083424999999999985 -0.084009999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00026246298964541611 -0.00034102344785377515 0.00039245511459335341 -0.00024373348556439213 0.00036598093724484669 0.00049179213370518149 5.2327154052047779e-05 -0.0004015764391647676
leaf_weight=0.0010700806179613923 0.0010030697658191231 0.0010123006355717314 0.0016180486182375987 0.0011380611019051736 0.0010513904479230287 0.0015248587892039219 0.0010881120864369245
leaf_count=406 308 352 580 586 288 451 939
internal_value=0 2.81235e-05 -2.15581e-05 2.8352e-05 0.000120024 1.58196e-05 -0.000136691
internal_weight=0 0.00843584 0.00742354 0.00642047 0.00480242 0.00375103 0.00261297
internal_count=3910 3504 3152 2844 2264 1976 1390
is_linear=0
shrinkage=0.00196078


Tree=8026
num_leaves=7
num_cat=0
split_feature=11 1 13 15 0 133
split_gain=1.98548e-05 2.28727e-05 5.26418e-05 5.252e-05 4.90182e-05 5.39078e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 -0.074174999999999977 -0.084074999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00041803217463189969 -0.00026464205362623046 0.00040240142730203104 0.0001957422273034676 -0.00030746333370220032 0.0003354102322066793 -0.00025969568178238017
leaf_weight=0.0011942307428942844 0.0010202011756950307 0.0016103235945475617 0.0017632873267197772 0.0014558073317890541 0.0013083805045287166 0.0010588253262480457
leaf_count=1128 304 895 216 287 512 568
internal_value=0 2.50492e-05 0.000112962 -3.18281e-05 -9.41629e-05 6.92259e-05
internal_weight=0 0.00839085 0.00482942 0.00321909 0.00356144 0.00236721
internal_count=3910 3606 1398 503 2208 1080
is_linear=0
shrinkage=0.00196078


Tree=8027
num_leaves=7
num_cat=0
split_feature=157 160 42 42 0 1
split_gain=1.73885e-05 5.43826e-05 2.14684e-05 3.05927e-05 3.82256e-05 4.86012e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 -0.084304999999999977 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00023608120856469675 -0.00042938683328926026 -0.00018950414456474142 -0.00021646589305158198 -0.00027607667630775317 0.00037892805839703807 0.00023784366314412575
leaf_weight=0.001016600041523417 0.0011592658007319153 0.0012993440064879291 0.0011494525593703925 0.0012637291107010259 0.0017555236386156163 0.0016073108679671576
leaf_count=587 813 875 586 358 430 261
internal_value=0 -3.57274e-05 2.87719e-05 7.63408e-05 0.000151002 1.16343e-05
internal_weight=0 0.00823463 0.00707536 0.00592591 0.00462656 0.00287104
internal_count=3910 3323 2510 1924 1049 619
is_linear=0
shrinkage=0.00196078


Tree=8028
num_leaves=7
num_cat=0
split_feature=11 3 1 13 4 4
split_gain=2.59094e-05 2.71363e-05 3.34467e-05 5.67725e-05 4.53789e-05 4.27794e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088010000000000019 -0.0024749999999999993 0.074650000000000008 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.00032114691870001788 -0.00029932661650351381 9.3929988715389008e-05 0.00038498780617428276 0.00013745341056819506 -0.00034148292694239257 -0.00039402282800167114
leaf_weight=0.0010738562714126551 0.001031432212723944 0.0012238519670638699 0.0016294514267827529 0.0017831123691459056 0.0013263846582262859 0.0015859187386961452
leaf_count=222 304 430 881 275 162 1636
internal_value=0 2.95051e-05 -1.19829e-05 8.85167e-05 -6.68413e-05 -0.000181485
internal_weight=0 0.00862258 0.00754872 0.00473895 0.0031095 0.00280977
internal_count=3910 3606 3384 1318 437 2066
is_linear=0
shrinkage=0.00196078


Tree=8029
num_leaves=7
num_cat=0
split_feature=52 160 4 13 13 3
split_gain=1.07252e-05 2.80584e-05 2.53518e-05 1.83035e-05 2.69509e-05 2.36268e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0052935939823638943 -0.017498736950925249 -0.01108248087501244 0.01337696997022288 0.017730382668855568 -0.010949464509423874 0.0079514846043716118
leaf_weight=0.0013375364459499298 0.0010331988114286733 0.0010298645021780415 0.0015939642521819993 0.0010294146398269702 0.0013007472205668544 0.0013454410330434744
leaf_count=807 924 127 383 484 966 219
internal_value=0 -0.00257646 0.00485828 0.000700086 0.00400143 -0.00133937
internal_weight=0 0.00573867 0.0029315 0.00470547 0.0036756 0.00264619
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=8030
num_leaves=7
num_cat=0
split_feature=11 43 2 2 4 2
split_gain=2.09165e-05 3.06522e-05 5.01086e-05 3.84074e-05 3.53678e-05 3.90344e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 0.089785000000000018 0.055260000000000011 0.10648500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=3.4871102742723561e-06 -0.00027175695840185685 -0.00030133751818002552 0.00053838673238731265 -3.928042003482418e-05 -0.00019681161583389275 0.00046283496437892049
leaf_weight=0.0019986640302047834 0.0010263875555585568 0.0017600187974220151 0.0010154087352510868 0.0012798822663967818 0.0014150432834011597 0.0011127928476762378
leaf_count=1168 304 1010 553 333 329 213
internal_value=0 2.44192e-05 0.000183689 -6.1801e-05 4.89186e-05 0.000194245
internal_weight=0 0.00858181 0.00301407 0.00556774 0.00380772 0.00239268
internal_count=3910 3606 1721 1885 875 546
is_linear=0
shrinkage=0.00196078


Tree=8031
num_leaves=7
num_cat=0
split_feature=4 42 49 160 15 4
split_gain=1.83129e-05 2.11202e-05 2.28629e-05 5.75197e-05 3.28586e-05 4.14593e-05
threshold=0.27608500000000008 0.091955000000000023 -0.0057999999999999987 0.069910000000000014 -0.038029999999999987 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
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leaf_weight=0.0010307565881150869 0.0013841699691247997 0.0010564372004145612 0.0014195413831981753 0.0010409538418786092 0.0017769701437479499 0.00164640090704021
leaf_count=383 441 711 760 213 645 757
internal_value=0 -4.32143e-05 -3.76325e-06 -0.000176149 6.998e-05 0.000173984
internal_weight=0 0.00797106 0.00691462 0.00207171 0.00484291 0.00342337
internal_count=3910 3469 2758 596 2162 1402
is_linear=0
shrinkage=0.00196078


Tree=8032
num_leaves=7
num_cat=0
split_feature=4 4 2 13 2 3
split_gain=9.98328e-06 1.39648e-05 2.99032e-05 5.1635e-05 2.13193e-05 1.92643e-05
threshold=0.27608500000000008 0.097045000000000006 0.106285 -0.084184999999999996 0.087005000000000013 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.023196678795757267 0.0080510419016343471 -0.010552956974356494 0.012991105346711966 0.018006574015798471 -0.0072477256516146268 -0.0010498873035860625
leaf_weight=0.0010224194153651642 0.0012898386497229991 0.0013806739001082776 0.0014710514693745498 0.0010802223604928212 0.0014003566290150546 0.0010423745970879175
leaf_count=741 441 259 510 760 916 283
internal_value=0 -0.00148288 0.000598558 -0.00341213 0.00232967 0.00864824
internal_weight=0 0.0073971 0.00601642 0.00454537 0.00352295 0.0021226
internal_count=3910 3469 3210 2700 1959 1043
is_linear=0
shrinkage=0.1


Tree=8033
num_leaves=8
num_cat=0
split_feature=12 16 12 52 16 1 15
split_gain=1.25338e-05 2.19208e-05 2.99251e-05 5.08811e-05 7.03142e-05 3.10431e-05 5.15964e-05
threshold=0.10595000000000002 -0.42360999999999993 0.093125000000000013 0.091210000000000013 0.081265000000000018 0.094485000000000013 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00020243863031027326 -0.00021306888063123833 -0.00041156602908847483 0.00035585442266759511 0.00035972464621090387 -0.00054527484277034158 0.00033389767264563954 0.00016181194528401812
leaf_weight=0.0014268195666817321 0.0010058110602159708 0.0010280564192405087 0.0011329612878107553 0.0012346240064216602 0.001009877436888663 0.0010006555729881201 0.00146071295744266
leaf_count=397 391 544 646 436 364 341 791
internal_value=0 1.87074e-05 6.46577e-05 7.12046e-06 -8.96353e-05 4.22317e-05 -7.5038e-05
internal_weight=0 0.00829371 0.00686689 0.00573393 0.0044993 0.00348942 0.00248877
internal_count=3910 3519 3122 2476 2040 1676 1335
is_linear=0
shrinkage=0.00196078


Tree=8034
num_leaves=7
num_cat=0
split_feature=0 2 0 15 12 12
split_gain=9.63316e-06 1.53226e-05 3.48762e-05 3.05554e-05 2.15052e-05 1.92132e-05
threshold=1.0000000180025095e-35 0.11934000000000002 -0.17106499999999999 -0.017214999999999998 0.085185000000000025 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.013267080497599844 0.0068380633666678837 -0.012430092693286113 -0.023419568014811435 -0.0060234329813604673 -0.0032181403388787579 0.012411899399837341
leaf_weight=0.0015454125690362308 0.0016396057127792867 0.0011145351604229786 0.0010083521683986745 0.0010561560343519258 0.0011038155978302842 0.0012164530967683825
leaf_count=183 394 403 431 638 820 1041
internal_value=0 -0.00167235 0.000349486 -0.00420331 -0.0128623 0.0038444
internal_weight=0 0.00704472 0.00593019 0.00438478 0.00211217 0.00227261
internal_count=3910 3516 3113 2930 1251 1679
is_linear=0
shrinkage=0.1


Tree=8035
num_leaves=7
num_cat=0
split_feature=1 42 133 3 3 49
split_gain=1.18697e-05 1.80012e-05 2.73907e-05 3.52381e-05 4.75341e-05 2.68925e-05
threshold=0.12730000000000002 0.091735000000000025 0.083815000000000014 -0.089604999999999976 0.084925000000000014 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.0097583258371306755 0.0095635956476449804 -0.01387661597737623 0.013335109577316035 -0.024198163667004332 -0.01144297185870987 0.0096545756585320539
leaf_weight=0.0015637995002999528 0.0011166878104896206 0.0010144169618021854 0.0013159032174051575 0.0012295638328028266 0.0011209592600472597 0.0013105451529920441
leaf_count=567 345 741 837 1074 154 192
internal_value=0 -0.00148195 0.000440352 -0.00280724 -0.00817454 -7.17037e-05
internal_weight=0 0.00755519 0.00654077 0.00522487 0.00366107 0.0024315
internal_count=3910 3565 2824 1987 1420 346
is_linear=0
shrinkage=0.1


Tree=8036
num_leaves=7
num_cat=0
split_feature=1 4 4 1 52 1
split_gain=1.08043e-05 2.91684e-05 2.59373e-05 2.04461e-05 2.20756e-05 3.10813e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 0.096035000000000023 -0.048794999999999991 0.11561500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0061021640074517408 0.014394354701771398 -0.023099091123125953 -0.00060018288220553106 0.0095485506416939214 -0.017709765340722574 0.0046632255491965355
leaf_weight=0.0015523479826152213 0.0011892327503444751 0.0010450829363760209 0.0010052560900971894 0.0013786109008867248 0.0012101072018808525 0.0012753788520958715
leaf_count=189 454 1512 624 483 299 349
internal_value=0 -0.00423881 -0.0120682 0.00292849 -0.000600295 -0.0062295
internal_weight=0 0.00360269 0.00205034 0.00505333 0.0038641 0.00248549
internal_count=3910 2325 2136 1585 1131 648
is_linear=0
shrinkage=0.1


Tree=8037
num_leaves=8
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split_feature=11 43 2 47 0 2 16
split_gain=3.51022e-05 2.7809e-05 7.0819e-05 2.18719e-05 3.87689e-05 4.94945e-05 4.07779e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 0.092255000000000018 -0.23029999999999998 0.11125500000000001 -0.087089999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-2.8033302810276417e-05 -0.00034714861911831047 0.00022508879701244145 0.0006100385858454618 0.00021253542054066032 -9.5884139252806842e-05 0.00012813807110770249 -0.00061914372017672224
leaf_weight=0.0019758667730797133 0.0010331646699735459 0.001042391365868426 0.0010109201284597851 0.0010162301386060415 0.0010843800833748769 0.0011360275537425635 0.0012132422118206682
leaf_count=1168 304 110 553 182 473 312 808
internal_value=0 3.56582e-05 0.000187931 -4.71503e-05 -0.000106109 -0.000206654 -0.000372187
internal_weight=0 0.00847906 0.00298679 0.00549227 0.00447604 0.00343365 0.00229762
internal_count=3910 3606 1721 1885 1703 1593 1281
is_linear=0
shrinkage=0.00196078


Tree=8038
num_leaves=7
num_cat=0
split_feature=4 0 48 42 16 0
split_gain=9.08444e-06 1.32494e-05 3.78084e-05 3.08943e-05 3.54897e-05 3.83937e-05
threshold=0.27608500000000008 -0.14867499999999997 0.081315000000000012 0.084100000000000022 0.15737500000000001 -0.083674999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0093253776685814967 0.0076945978663210471 -0.0031273641947326793 0.017722422860350143 -0.014719252269368356 -0.011999607710311444 0.024303339924136094
leaf_weight=0.0016427735530464699 0.0012878069291918431 0.0010343823518841068 0.0010793746748146826 0.0015251565290566927 0.0010817671986550217 0.0010070012048457532
leaf_count=248 441 496 589 1306 256 574
internal_value=0 -0.00140856 0.000862092 -0.00305301 0.00264407 0.010404
internal_weight=0 0.00737046 0.00572768 0.00464831 0.00312315 0.00204138
internal_count=3910 3469 3221 2632 1326 1070
is_linear=0
shrinkage=0.1


Tree=8039
num_leaves=6
num_cat=0
split_feature=51 1 13 2 4
split_gain=9.22504e-06 2.03478e-05 2.78415e-05 6.37501e-05 2.40988e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.0038299999999999996 0.097360000000000016 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0077847260719776101 -0.025294656795437204 0.0099360424728528254 -0.0051978812714527263 0.0054987718044971889 0.011916014595770838
leaf_weight=0.0012806671034428785 0.0014870847882738187 0.001301028383986178 0.0018889830626982482 0.0012270413001254353 0.0014577902484634888
leaf_count=515 1720 451 639 383 202
internal_value=0 -0.00141113 -0.00384691 -0.0113731 0.0022566
internal_weight=0 0.00736193 0.0060609 0.00271413 0.00334677
internal_count=3910 3395 2944 2103 841
is_linear=0
shrinkage=0.1


Tree=8040
num_leaves=7
num_cat=0
split_feature=48 12 1 160 15 15
split_gain=1.05059e-05 1.93779e-05 3.98805e-05 4.0043e-05 2.43711e-05 2.09638e-05
threshold=0.11339500000000001 -0.023959999999999995 0.11198000000000001 -1.0000000180025095e-35 -0.021529999999999997 0.041585000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.011370459557800599 -0.0093418600991891816 -0.01760377074241019 0.018633434341765287 0.014254212847147714 -0.01158743308960208 0.0063771635160294387
leaf_weight=0.001045928842985145 0.001065389618969321 0.001102262559331272 0.0013448856633140761 0.0014554402195165322 0.0012034139349948142 0.0014114725282439781
leaf_count=466 195 961 302 578 288 1120
internal_value=0 0.00126478 0.00329249 -0.000696191 0.00388246 -0.00189044
internal_weight=0 0.0075634 0.00651747 0.00517259 0.00407033 0.00261489
internal_count=3910 3715 3249 2947 1986 1408
is_linear=0
shrinkage=0.1


Tree=8041
num_leaves=7
num_cat=0
split_feature=43 3 4 16 13 16
split_gain=9.49537e-06 2.41057e-05 1.7861e-05 3.68667e-05 2.90837e-05 2.37174e-05
threshold=-0.049504999999999987 -0.075954999999999981 -0.23071499999999998 -0.0083999999999999995 -0.09547499999999999 -0.092014999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0026855279252935202 -0.014240077554270132 0.015438316942311013 0.0091833160696177998 0.016188005235042893 -0.0021151711407532722 -0.022283987481031373
leaf_weight=0.0018746417499830202 0.0010525224820923246 0.0012059790697586537 0.001021048291605162 0.0010948082983438419 0.0013218956439208706 0.0010431611702534389
leaf_count=1259 234 565 290 356 404 802
internal_value=0 0.00440946 -0.00251751 0.000236011 -0.00492165 -0.0110111
internal_weight=0 0.00308062 0.00553344 0.00448091 0.00338611 0.00236506
internal_count=3910 1824 2086 1852 1496 1206
is_linear=0
shrinkage=0.1


Tree=8042
num_leaves=7
num_cat=0
split_feature=11 13 39 457 3 12
split_gain=2.43315e-05 2.48882e-05 6.09329e-05 3.43128e-05 4.08895e-05 4.72885e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00023009528967994579 -0.00029208225313349533 0.00019407442069947545 0.00040755000379821544 0.00019758491892089407 -0.00047399682036170334 -0.0002887606785070067
leaf_weight=0.0018520590795455131 0.0010151324039530006 0.0014628669611155458 0.0010450962815184168 0.0011258014634795734 0.0013269262401423877 0.0016703138185623027
leaf_count=389 304 783 387 200 195 1652
internal_value=0 2.9134e-05 -2.69951e-05 -0.000108296 -0.000185506 -6.33273e-05
internal_weight=0 0.00848306 0.006631 0.00558591 0.00446011 0.00313318
internal_count=3910 3606 3217 2830 2630 2435
is_linear=0
shrinkage=0.00196078


Tree=8043
num_leaves=6
num_cat=0
split_feature=15 43 43 52 1
split_gain=8.87879e-06 2.25529e-05 2.65714e-05 4.5513e-05 3.87045e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.0037249999999999996 1.0000000180025095e-35 0.089175000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0068067554613900523 0.013656954792166835 -0.011696676322315599 0.0084560396992685756 0.018774866310302885 -0.015071400962833634
leaf_weight=0.0015829803567033061 0.0012509890825541372 0.0016907576275290428 0.0013273204843476389 0.0012870895351673917 0.001477603095498386
leaf_count=614 233 1863 349 418 433
internal_value=0 0.00148252 -0.00115118 0.00320606 -0.00393796
internal_weight=0 0.00703376 0.00578277 0.00409201 0.00280492
internal_count=3910 3296 3063 1200 782
is_linear=0
shrinkage=0.1


Tree=8044
num_leaves=7
num_cat=0
split_feature=12 4 2 4 2 1
split_gain=1.65325e-05 2.16562e-05 4.16196e-05 3.94735e-05 3.75418e-05 2.67869e-05
threshold=0.10595000000000002 -0.0010999999999999996 0.086915000000000006 -0.06272999999999998 0.11230000000000001 0.081005000000000008
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=0.0001488517112659628 -0.00024302492109286113 -0.00035487028237006068 0.0003178240916015829 0.00043201584888850078 -0.00013883791138609206 -0.00025192465837940394
leaf_weight=0.0017353861544874649 0.0010034023526688711 0.0013677697262081648 0.0012365381806721126 0.0011600305961537829 0.0015720441302381953 0.0010168863002576023
leaf_count=892 391 376 397 883 376 595
internal_value=0 2.38173e-05 -7.43804e-05 0.000128642 6.22173e-05 7.76255e-07
internal_weight=0 0.00808866 0.00417635 0.0039123 0.00280858 0.00275227
internal_count=3910 3519 1149 2370 773 1487
is_linear=0
shrinkage=0.00196078


Tree=8045
num_leaves=7
num_cat=0
split_feature=157 160 42 42 0 2
split_gain=1.57657e-05 5.98853e-05 3.01705e-05 3.56687e-05 4.28609e-05 7.69488e-05
threshold=-0.054834999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.14293499999999998 0.086875000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.00022722298175447303 -0.00044652368012884766 -0.00023593423804815268 -6.0433562964559236e-05 -0.00021614892065774442 -0.00010671698465498176 0.00057281537511755557
leaf_weight=0.0010035312266796275 0.0011569645467812565 0.0012904212866848893 0.0018282052228108222 0.0011303134768672366 0.00100533697871363 0.0017663172876009161
leaf_count=590 812 875 247 586 422 378
internal_value=0 -3.3186e-05 3.49303e-05 9.59284e-05 0.000172614 0.000326335
internal_weight=0 0.00817756 0.00702059 0.00573017 0.00459986 0.00277165
internal_count=3910 3320 2508 1633 1047 800
is_linear=0
shrinkage=0.00196078


Tree=8046
num_leaves=7
num_cat=0
split_feature=11 16 2 16 2 1
split_gain=2.88983e-05 1.86413e-05 3.85197e-05 6.18646e-05 3.43244e-05 4.75349e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15100500000000003 0.089785000000000018 0.090355000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00020446140307852696 -0.00031794437393199075 -0.00025451232438500337 0.00031007987539672299 -0.00033289064980403243 0.00040156570206044732 0.00028976500263695737
leaf_weight=0.0010987742845106722 0.0010097087646802694 0.0013455082695029209 0.0018900284236955866 0.0016365966246993367 0.001176672664050827 0.0011393000196405051
leaf_count=371 304 1252 585 334 595 469
internal_value=0 3.34007e-05 6.97603e-05 -1.5971e-05 0.000125685 -4.95779e-06
internal_weight=0 0.00828688 0.00718811 0.00529808 0.00366148 0.00248481
internal_count=3910 3606 3235 2650 2316 1721
is_linear=0
shrinkage=0.00196078


Tree=8047
num_leaves=7
num_cat=0
split_feature=52 151 2 3 3 43
split_gain=1.02773e-05 1.92488e-05 3.39386e-05 3.19088e-05 4.65368e-05 2.97827e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.088675000000000018 0.12046500000000002 -0.069909999999999986 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.0085037616550144805 -0.0089462576934103023 0.0070088296374351631 0.0038542687292656384 -0.0036894430564803232 0.032822257659836117 -0.014257738146922714
leaf_weight=0.0015834134737995999 0.001128207114130436 0.0012170194758051409 0.0011779667899029132 0.001045144993161517 0.0010479275382824173 0.0014349755218657689
leaf_count=620 647 490 705 134 363 951
internal_value=0 0.00129022 0.00390846 0.0107243 0.0174921 -0.00449836
internal_weight=0 0.00750645 0.00592303 0.00327104 0.00222589 0.00265199
internal_count=3910 3263 2643 1202 1068 1441
is_linear=0
shrinkage=0.1


Tree=8048
num_leaves=7
num_cat=0
split_feature=11 16 2 0 16 4
split_gain=3.77572e-05 3.38438e-05 4.13353e-05 6.79724e-05 2.88465e-05 3.96861e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 -0.029849999999999998 0.011450000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00026893113595334578 -0.00037048095275420763 -0.00014959075042215254 0.00032482881034773259 -0.00039072528016732795 0.00040363341041429541 0.00029665531705646192
leaf_weight=0.0012390890330933975 0.0010012643503026679 0.0019575768362563289 0.0019704575365484213 0.0013385918284343525 0.0010190887211291751 0.0012589915094224063
leaf_count=394 279 1796 581 204 395 261
internal_value=0 3.13987e-05 8.07227e-05 -5.56708e-06 0.000116154 2.50737e-05
internal_weight=0 0.0087838 0.00754471 0.00557425 0.00423566 0.00321657
internal_count=3910 3631 3237 2656 2452 2057
is_linear=0
shrinkage=0.00196078


Tree=8049
num_leaves=7
num_cat=0
split_feature=11 1 13 3 0 133
split_gain=2.09697e-05 2.32335e-05 5.09262e-05 3.96168e-05 3.5126e-05 4.15126e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 0.11265500000000002 -0.084074999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00037324582787279925 -0.00027688618446772658 0.00039247889936392131 0.00014546486687068197 -0.00029443761877098192 0.00027322873223545243 -0.00024742835339954021
leaf_weight=0.0011933716810453832 0.0010136323532590657 0.0016288701448912632 0.0019527048787225726 0.0013185854465209979 0.0013086376274000148 0.0010702724643029404
leaf_count=1128 304 895 376 127 512 568
internal_value=0 2.15318e-05 0.000109202 -3.18502e-05 -9.87266e-05 3.89849e-05
internal_weight=0 0.00847244 0.00490016 0.00327129 0.00357228 0.00237891
internal_count=3910 3606 1398 503 2208 1080
is_linear=0
shrinkage=0.00196078


Tree=8050
num_leaves=7
num_cat=0
split_feature=484 1 43 12 3 1
split_gain=8.35562e-06 2.03977e-05 3.70712e-05 5.45311e-05 4.73885e-05 3.39285e-05
threshold=0.084225000000000008 0.122185 -0.15648499999999999 0.088590000000000016 -0.015794999999999997 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.013925813052205104 0.0082465736669357897 0.010285092082792586 0.016220809526966789 -0.021484294872983506 -0.021266795219147483 0.0028568350606679922
leaf_weight=0.001017502677326817 0.0010630796695293493 0.0012810556656848602 0.0012117710463417841 0.0017296502573377836 0.0010700723598549534 0.0012808929354320832
leaf_count=251 470 337 1008 1358 210 276
internal_value=0 -0.00121945 -0.00355514 -0.00691599 0.000156677 -0.00812335
internal_weight=0 0.00759094 0.00630989 0.00529239 0.00356274 0.00235097
internal_count=3910 3440 3103 2852 1494 486
is_linear=0
shrinkage=0.1


Tree=8051
num_leaves=7
num_cat=0
split_feature=13 43 47 13 0 16
split_gain=8.84924e-06 2.37318e-05 1.83426e-05 2.56386e-05 5.02105e-05 1.79381e-05
threshold=0.17936000000000002 -0.049504999999999987 0.077065000000000008 -0.09547499999999999 -0.21145499999999998 0.0032450000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.01914620075215771 -0.0088238688580071795 0.01184344841461589 -0.01291748755634349 0.0096667898099818093 -0.017327772511336048 0.0010020512081173191
leaf_weight=0.0010729346727008026 0.0010149029062393377 0.0013962577581891193 0.0012739094356576499 0.0012878952139229196 0.0014818268643420956 0.0011071398348417346
leaf_count=1050 221 330 270 133 1338 568
internal_value=0 0.00111626 -0.00241662 0.000794425 -0.00477555 0.00993179
internal_weight=0 0.00761996 0.00543989 0.00416598 0.00276972 0.00218007
internal_count=3910 3689 2071 1801 1471 1618
is_linear=0
shrinkage=0.1


Tree=8052
num_leaves=7
num_cat=0
split_feature=52 1 3 0 0 47
split_gain=8.244e-06 1.86152e-05 4.33551e-05 3.08145e-05 1.94031e-05 6.13974e-06
threshold=0.11401500000000002 0.11097000000000001 0.096385000000000012 -0.077944999999999987 -0.11524 0.085585000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=0.0014711974830564428 -0.008015622388567142 -0.0015594420401281893 0.020878499461007408 0.010203058272128258 -0.015710378416785787 -0.012602060503296287
leaf_weight=0.0012921148550278816 0.0011283480974959362 0.001009384822745545 0.0012105809900383735 0.0016382686331441326 0.0013377653381298801 0.0010046560203298891
leaf_count=297 647 380 155 735 1542 154
internal_value=0 0.00115309 0.00417517 -0.00056242 -0.00726871 -0.00706779
internal_weight=0 0.00749277 0.00547873 0.00426815 0.00262988 0.00201404
internal_count=3910 3263 2729 2574 1839 534
is_linear=0
shrinkage=0.1


Tree=8053
num_leaves=7
num_cat=0
split_feature=1 0 52 1 3 3
split_gain=9.90446e-06 2.65386e-05 2.36428e-05 3.86974e-05 1.70894e-05 1.60648e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.074484999999999982 0.098000000000000018 -0.089604999999999976 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -5
right_child=2 4 3 5 -6 -7
leaf_value=-0.015963858480328604 -0.0081468088291838554 0.011377074049871812 0.023695858146192631 0.0087546447852285391 -0.0057027639780041009 -0.0069840100771515106
leaf_weight=0.001229785046854376 0.0014117356390756651 0.0010850942646105843 0.0010128091195582382 0.001259415789704691 0.0012731612138978596 0.0013370919824549985
leaf_count=1213 481 326 406 436 786 262
internal_value=0 -0.00405443 0.00282525 0.00711682 0.00215611 0.000649901
internal_weight=0 0.00358804 0.00502105 0.00360932 0.00235826 0.00259651
internal_count=3910 2325 1585 1104 1112 698
is_linear=0
shrinkage=0.1


Tree=8054
num_leaves=7
num_cat=0
split_feature=1 15 1 0 1 0
split_gain=8.93329e-06 1.83384e-05 2.99381e-05 5.23981e-05 4.24815e-05 1.76074e-05
threshold=0.076710000000000014 1.0000000180025095e-35 0.11097000000000001 -0.11756999999999999 0.094485000000000013 0.047345000000000005
decision_type=2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.011889490865166105 0.00025584088874956197 -0.0090044035718551269 -0.0181864032144913 0.013039178053311186 0.026303972712261592 0.004226599285266211
leaf_weight=0.0015285136130605253 0.0013440300289442996 0.0011736469753498915 0.0011551162016173824 0.0010049125440714942 0.0011721298061967674 0.0012182112233827312
leaf_count=1913 372 571 168 411 380 95
internal_value=0 0.00217158 0.00497656 -0.00365929 0.0123901 -0.00474178
internal_weight=0 0.00584984 0.00467619 0.00216003 0.00251616 0.00274672
internal_count=3910 1902 1331 579 752 2008
is_linear=0
shrinkage=0.1


Tree=8055
num_leaves=7
num_cat=0
split_feature=11 13 1 12 2 1
split_gain=2.99686e-05 1.723e-05 3.26058e-05 2.93857e-05 5.84673e-05 3.64367e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 0.077800000000000022 0.051320000000000005 0.11230000000000001 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-2.5170336979461365e-05 -0.00032697098327586003 4.1835626445206339e-05 0.00043971431252066512 -0.00022216885264063831 -0.00028208416799440988 0.00049672330550311155
leaf_weight=0.0013590952949643009 0.0010027336290250955 0.001650910806394211 0.0010119286555074151 0.0019467825121680417 0.001247124325637638 0.0011476128978925454
leaf_count=681 304 269 412 1750 226 268
internal_value=0 3.17518e-05 0.000173238 -2.42298e-05 7.10193e-05 0.000228375
internal_weight=0 0.00836345 0.00237102 0.00599243 0.00404565 0.00279852
internal_count=3910 3606 1093 2513 763 537
is_linear=0
shrinkage=0.00196078


Tree=8056
num_leaves=7
num_cat=0
split_feature=3 39 2 48 3 1
split_gain=8.90591e-06 2.63842e-05 2.8915e-05 2.38731e-05 3.27364e-05 5.80877e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.085835000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.013308027211066603 0.0078589905166908738 0.013289176004536203 -0.017142602331912449 0.010333461456242215 -0.017996150693077095 0.018344314430944253
leaf_weight=0.0011845407250678482 0.0012245939940596848 0.0010548998908729299 0.0012912578090133273 0.0014738409926275354 0.0012298863600071494 0.0011356582648966024
leaf_count=1414 239 424 354 398 478 603
internal_value=0 -0.00135021 -0.0037956 -0.000365127 -0.00480671 0.00218471
internal_weight=0 0.00737008 0.00631518 0.00502393 0.00355009 0.0023202
internal_count=3910 3671 3247 2893 2495 2017
is_linear=0
shrinkage=0.1


Tree=8057
num_leaves=7
num_cat=0
split_feature=11 49 133 43 3 49
split_gain=2.62431e-05 2.19368e-05 3.03749e-05 4.5727e-05 5.42599e-05 2.39795e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 0.086685000000000012 -0.074254999999999988 0.086245000000000016 -0.081274999999999986
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=5.4478038299925686e-05 -0.00030207267864748821 0.00042505302936702335 -0.00020457026347936363 -0.00024893722234312256 0.00025467983057997671 -0.00034821355788566279
leaf_weight=0.0012349043617801122 0.0010098933395048778 0.0016568384234219081 0.0010740944178296843 0.0015055472246429719 0.0018129406823353042 0.001053589436740777
leaf_count=289 304 606 848 1163 283 417
internal_value=0 3.26041e-05 9.44634e-05 0.00015902 2.61965e-05 -0.000130915
internal_weight=0 0.00833791 0.00604942 0.00497533 0.00331849 0.00228849
internal_count=3910 3606 2900 2052 1446 706
is_linear=0
shrinkage=0.00196078


Tree=8058
num_leaves=7
num_cat=0
split_feature=4 12 150 52 3 43
split_gain=9.82372e-06 1.54275e-05 2.1854e-05 5.474e-05 5.27358e-05 5.577e-05
threshold=0.27608500000000008 -0.023959999999999995 0.086420000000000011 0.098910000000000012 0.084925000000000014 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.012754631254909594 0.0080517908659915004 0.01511208340697863 -0.012870795221002779 -0.016763645214314764 0.027036782712203691 -0.011988423236855759
leaf_weight=0.0010362991863680469 0.0012780179485153784 0.0015126918118878742 0.0010340906947247097 0.0011027051512229151 0.0011030130973293632 0.0015247840648371599
leaf_count=312 441 833 267 633 176 1248
internal_value=0 -0.00145079 0.000415333 0.00303569 0.0083087 0.00150789
internal_weight=0 0.00731358 0.00627728 0.00524319 0.00414049 0.00303748
internal_count=3910 3469 3157 2890 2257 2081
is_linear=0
shrinkage=0.1


Tree=8059
num_leaves=6
num_cat=0
split_feature=11 16 2 16 15
split_gain=2.91873e-05 1.97365e-05 4.99894e-05 7.19108e-05 2.77683e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15100500000000003 -0.0039399999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0002131697298412146 -0.00032370695369632514 -5.1536855633811113e-05 0.00034231602324643956 -0.00037184774100523186 0.00029125858454604587
leaf_weight=0.0011089042206337343 0.0010047928928944233 0.0017792194201497772 0.0018815829668260755 0.0016327283107833634 0.0018565373042431325
leaf_count=371 304 1005 585 334 1311
internal_value=0 3.02243e-05 6.79723e-05 -3.00066e-05 0.000123506
internal_weight=0 0.00825897 0.00715007 0.00526849 0.00363576
internal_count=3910 3606 3235 2650 2316
is_linear=0
shrinkage=0.00196078


Tree=8060
num_leaves=8
num_cat=0
split_feature=42 51 12 0 15 16 2
split_gain=2.79036e-05 4.38276e-05 4.15011e-05 6.55006e-05 3.40219e-05 6.52976e-05 4.66825e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.098845000000000016 -0.070894999999999986 -0.14097499999999996 -0.15595499999999998 0.088820000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.00030798994494677729 -0.00030420535943410725 0.00035739199272174778 -0.00026358033908602848 0.00051686311533935927 -0.00047391101383933981 -0.00013081928244138306 0.00040626482994365838
leaf_weight=0.0010423531363231943 0.0012615285409680937 0.0010053225279306561 0.0010668530539374617 0.0014625768483613804 0.0010050477691632611 0.0013442030092363749 0.0011583877939603528
leaf_count=440 585 303 413 422 237 994 516
internal_value=0 3.23633e-05 9.26541e-05 0.000156255 3.93878e-05 -5.17552e-05 0.000117784
internal_weight=0 0.00830392 0.00704239 0.00597554 0.00451296 0.00350764 0.00250259
internal_count=3910 3470 2885 2472 2050 1747 1510
is_linear=0
shrinkage=0.00196078


Tree=8061
num_leaves=8
num_cat=0
split_feature=47 4 1 3 52 4 13
split_gain=1.97135e-05 4.3092e-05 4.29376e-05 3.75426e-05 4.74051e-05 3.36244e-05 4.39536e-05
threshold=0.11669500000000001 0.24280000000000004 0.11097000000000001 -0.078884999999999997 0.0033900000000000002 0.0057500000000000008 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-0.00043907544537879941 -0.00026807083590316735 0.00029502288606180973 -0.00042482292621643948 0.00028880765239700553 0.00013381834296832937 0.00042620108116021648 -0.00024481819510284425
leaf_weight=0.0012400843865614543 0.0010172520827536448 0.0017486346033277807 0.0010024907086980299 0.0011422482677043398 0.001005637059681433 0.0010997910016371827 0.0012351634847485955
leaf_count=1100 179 512 220 535 804 283 277
internal_value=0 2.0807e-05 -5.04902e-05 1.50821e-05 -0.000182533 0.00014271 1.1567e-05
internal_weight=0 0.00847405 0.00672541 0.00572292 0.00224572 0.0034772 0.00237741
internal_count=3910 3731 3219 2999 1904 1095 812
is_linear=0
shrinkage=0.00196078


Tree=8062
num_leaves=8
num_cat=0
split_feature=11 160 13 12 3 16 2
split_gain=4.29336e-05 2.86316e-05 3.68024e-05 5.29091e-05 5.94455e-05 4.27976e-05 7.71245e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 0.086935000000000012 -0.015064999999999997 -0.095109999999999986 0.086365000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00032873018364713819 -0.00038641020839469165 -0.00026073945519543572 0.00053348967739287123 -0.0002848433585533603 0.00028407182009058826 0.00020548754297298582 -0.00055852406103061645
leaf_weight=0.001784113447359968 0.0010108790590473296 0.0010687707174463256 0.0010340238895910786 0.0016998348014358698 0.0012199719876666696 0.0010054468337029419 0.0010267220300139738
leaf_count=361 279 364 771 1573 210 124 228
internal_value=0 4.01627e-05 8.15514e-05 7.88038e-06 0.000123971 -6.23666e-06 -0.000180518
internal_weight=0 0.00883888 0.00777011 0.005986 0.00428616 0.00325214 0.00203217
internal_count=3910 3631 3267 2906 1333 562 352
is_linear=0
shrinkage=0.00196078


Tree=8063
num_leaves=8
num_cat=0
split_feature=47 4 1 3 2 52 2
split_gain=2.28316e-05 3.77859e-05 4.60841e-05 3.85921e-05 6.01881e-05 5.61661e-05 4.29895e-05
threshold=0.11669500000000001 0.24280000000000004 0.11198000000000001 -0.078884999999999997 0.083795000000000022 0.0033900000000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.0004526556157079911 -0.00028769599915190079 0.00027473961054509622 -0.00043258265162897575 0.00055708781763347519 -0.00030668098582467004 0.00016366106260495004 0.00020847930112210435
leaf_weight=0.001268050578866971 0.0010297889544139726 0.0017912368413671486 0.0010067415348371384 0.0010013261436265723 0.0010823305346916708 0.0010304810630940809 0.001466791752228173
leaf_count=1106 179 512 206 301 344 806 456
internal_value=0 2.11608e-05 -4.50933e-05 2.16023e-05 0.000149754 -0.000176348 -1.02523e-05
internal_weight=0 0.00864696 0.00685572 0.00584898 0.00355045 0.00229853 0.00254912
internal_count=3910 3731 3219 3013 1101 1912 800
is_linear=0
shrinkage=0.00196078


Tree=8064
num_leaves=8
num_cat=0
split_feature=52 12 160 0 47 13 1
split_gain=2.94397e-05 4.1892e-05 4.90911e-05 5.31753e-05 6.05824e-05 3.74605e-05 3.47611e-05
threshold=-0.24456499999999998 0.10129000000000001 0.087825000000000014 -0.061994999999999995 0.09252500000000001 -0.086679999999999993 0.090355000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.00032007730076184798 -0.00013814807273675018 -0.00031765195267832339 -0.00029540886206217082 0.00045973354215279747 -0.00036272734887911724 7.681731132287268e-05 0.00052234519087889083
leaf_weight=0.0010026482903363601 0.0011069601375020147 0.0011294714872420496 0.0011028823366385984 0.0016204154552975063 0.0010689248929476591 0.0014057260758303788 0.0012922181485548806
leaf_count=449 569 434 332 335 216 1175 400
internal_value=0 3.46864e-05 8.70689e-05 0.000152023 4.97176e-05 0.000165587 0.000290209
internal_weight=0 0.0087266 0.00759713 0.00649424 0.00487383 0.0038049 0.00269794
internal_count=3910 3461 3027 2695 2360 2144 1575
is_linear=0
shrinkage=0.00196078


Tree=8065
num_leaves=8
num_cat=0
split_feature=42 51 12 0 49 2 15
split_gain=2.65672e-05 4.14033e-05 5.27804e-05 6.19075e-05 3.05044e-05 5.03394e-05 3.94987e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.098845000000000016 -0.074249999999999997 1.0000000180025095e-35 0.082715000000000025 -0.089594999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.00030097056444626448 -0.00029610820438124501 -0.00023858688921758023 -0.00031314526452960636 0.00048374106600337376 -0.00025878452604302291 0.0005493751735682023 4.7091034745010878e-05
leaf_weight=0.0010717586444285486 0.001294831114046476 0.0010260961129552265 0.0010877069061390153 0.001623414015852153 0.00103277177625549 0.0011208686383358895 0.0013001081981292963
leaf_count=440 585 479 413 515 364 231 883
internal_value=0 2.6658e-05 8.47764e-05 0.000155693 3.68143e-05 0.000125378 0.00027964
internal_weight=0 0.0084858 0.00719097 0.00610326 0.00447984 0.00344707 0.00242098
internal_count=3910 3470 2885 2472 1957 1593 1114
is_linear=0
shrinkage=0.00196078


Tree=8066
num_leaves=8
num_cat=0
split_feature=11 160 13 12 3 2 16
split_gain=3.42899e-05 2.58387e-05 2.76241e-05 3.30243e-05 5.96062e-05 4.74103e-05 6.9988e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.086935000000000012 -0.015064999999999997 0.083795000000000022 -0.095109999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00029390287346657979 -0.00034491993908023383 -0.00026069472735105949 0.00051896979518532176 -0.00022415168318501349 0.00031408524970229955 0.00016027326957594412 -0.00054884388123821416
leaf_weight=0.0016877839490003071 0.0010322289889515895 0.0010125138284498517 0.0010029104842447737 0.0016676813338847817 0.0010405205114643675 0.0010646482571857188 0.0010758727674433203
leaf_count=346 304 362 766 1570 148 158 256
internal_value=0 3.34094e-05 7.29064e-05 9.1645e-06 0.000102162 -2.92481e-05 -0.000196145
internal_weight=0 0.00855193 0.00753942 0.00585163 0.00418395 0.00318104 0.00214052
internal_count=3910 3606 3244 2898 1328 562 414
is_linear=0
shrinkage=0.00196078


Tree=8067
num_leaves=6
num_cat=0
split_feature=13 16 0 150 2
split_gain=9.99416e-06 2.37938e-05 3.35797e-05 2.13896e-05 3.12456e-05
threshold=0.17936000000000002 0.070590000000000014 -0.084304999999999977 0.083205000000000015 0.083715000000000026
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.009228205066100793 -0.0093475156854588345 -0.0085434188574334147 0.01610796989305054 0.01129858026894486 -0.012417413856615177
leaf_weight=0.0010134483984738543 0.0010260513751481114 0.0019011257378840308 0.0017107908632826869 0.0011027363672119874 0.001950134122864117
leaf_count=347 221 678 1336 318 1010
internal_value=0 0.00116059 0.00435398 -0.000591188 -0.00501532
internal_weight=0 0.00767824 0.00577711 0.00406632 0.00296358
internal_count=3910 3689 3011 1675 1357
is_linear=0
shrinkage=0.1


Tree=8068
num_leaves=7
num_cat=0
split_feature=50 4 40 160 12 2
split_gain=1.03616e-05 2.62719e-05 2.46668e-05 3.70832e-05 5.57734e-05 3.40722e-05
threshold=0.082310000000000008 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.015447526555408923 -0.0095868700278441445 0.015860109688937807 0.026987853775894823 -0.015715570414153435 -0.0083742912064079522 0.0046017730775410725
leaf_weight=0.0010205863291657393 0.001011013311123579 0.0010524032739657203 0.0011906251988901336 0.0010274677728970326 0.0018057870260554118 0.0015850047225263268
leaf_count=269 747 396 393 305 1313 487
internal_value=0 0.00118233 -0.00114771 0.00145427 0.00530492 0.0142044
internal_weight=0 0.00768187 0.00662947 0.00560888 0.00458142 0.00277563
internal_count=3910 3163 2767 2498 2193 880
is_linear=0
shrinkage=0.1


Tree=8069
num_leaves=7
num_cat=0
split_feature=11 2 3 1 0 1
split_gain=2.78164e-05 2.16136e-05 2.62302e-05 4.62809e-05 2.60458e-05 2.53497e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.11265500000000002 0.085110000000000005 -0.14674999999999996 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00024811852397239653 -0.00031803875693057316 2.3656877132293262e-05 -0.00025521439911419794 0.00054635766470056957 0.00017453791881086832 9.0216438730513065e-05
leaf_weight=0.001849150793205378 0.001008394181942482 0.0015679084467031226 0.001130494010827366 0.0011139686435238006 0.0010419219119087208 0.0015779456058973443
leaf_count=1553 304 969 104 347 178 455
internal_value=0 2.68798e-05 0.000111047 0.000240771 -4.9099e-05 -9.23382e-05
internal_weight=0 0.00828139 0.00485429 0.00268188 0.00217242 0.0034271
internal_count=3910 3606 1598 1316 282 2008
is_linear=0
shrinkage=0.00196078


Tree=8070
num_leaves=8
num_cat=0
split_feature=157 160 42 2 2 43 4
split_gain=2.89197e-05 5.66762e-05 4.07591e-05 4.27903e-05 5.90045e-05 4.41755e-05 4.02309e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11934000000000002 0.097940000000000013 -0.074254999999999988 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.0003075470082964521 -0.0004319374855584446 -0.00028477583735198774 0.00033460057123602859 -0.00027223161557482761 0.00044970556060658568 -0.00043844689308346926 0.00011040559089006393
leaf_weight=0.0010167635747905098 0.001228244382660071 0.0013444191308482137 0.0010357001951819037 0.0010190586324242855 0.0018169981944644439 0.0010196538481386313 0.0010342976840044809
leaf_count=563 828 875 332 251 352 567 142
internal_value=0 -4.23628e-05 2.34535e-05 9.33843e-05 0.000169319 4.42576e-06 -0.000162064
internal_weight=0 0.00849837 0.00727013 0.00592571 0.00490665 0.00308965 0.00205395
internal_count=3910 3347 2519 1644 1393 1041 709
is_linear=0
shrinkage=0.00196078


Tree=8071
num_leaves=7
num_cat=0
split_feature=3 39 1 0 3 42
split_gain=1.04109e-05 2.62147e-05 2.43132e-05 2.43449e-05 2.52711e-05 4.24806e-05
threshold=0.13772500000000001 0.005105000000000001 0.11353000000000001 -0.23029999999999998 -0.115685 0.083725000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.012892003225723906 0.0084070186478888836 0.013048373509297712 -0.017718362861130512 0.0073663859394211134 -0.018254845873106388 0.0063123811638433423
leaf_weight=0.0010024514789814592 0.0012410201292303172 0.0010641222528377514 0.0010622314932492508 0.0012839157024959395 0.0019439156348000624 0.0011033415221471149
leaf_count=121 239 424 221 352 1163 1390
internal_value=0 -0.00148468 -0.00390264 -0.00115114 -0.00440143 -0.00935962
internal_weight=0 0.00745998 0.00639586 0.00533362 0.00433117 0.00304726
internal_count=3910 3671 3247 3026 2905 2553
is_linear=0
shrinkage=0.1


Tree=8072
num_leaves=7
num_cat=0
split_feature=13 151 4 15 52 0
split_gain=8.96794e-06 2.00976e-05 2.67117e-05 3.25029e-05 4.42486e-05 2.05079e-05
threshold=0.17936000000000002 -0.0088999999999999982 0.26048500000000002 -0.064869999999999983 0.087375000000000008 -0.082994999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.008555964384424913 -0.0088660742509332601 -0.013293904066023458 0.017753080197220796 0.021278713298800059 -0.01244965318561575 0.0035625286753162852
leaf_weight=0.0016807098493706093 0.0010220570791939594 0.0012486821020381423 0.0011187194679402063 0.0012844952331608013 0.0010018895030115969 0.0013299052249110086
leaf_count=648 221 759 373 468 670 771
internal_value=0 0.00110613 0.00382003 0.000616076 0.0054191 0.0122668
internal_weight=0 0.0076644 0.00598369 0.00486497 0.00361629 0.0026144
internal_count=3910 3689 3041 2668 1909 1239
is_linear=0
shrinkage=0.1


Tree=8073
num_leaves=7
num_cat=0
split_feature=11 2 3 52 4 52
split_gain=2.96059e-05 2.02212e-05 4.80742e-05 4.02072e-05 6.82873e-05 2.84047e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.016565000000000003 0.0057500000000000008 0.06136500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00019925933261164517 -0.00031907317838232287 0.00045251632479923056 -0.00018292892609682974 -0.00039307690978074072 0.00035204060752984059 0.00023842576535396945
leaf_weight=0.0019386609013200182 0.0010225370805367886 0.0012627049840080269 0.0015419648754895383 0.0010380325798027392 0.0015580504503687116 0.0010233354151665819
leaf_count=1202 304 740 290 998 290 86
internal_value=0 3.43772e-05 0.000139319 -5.42094e-05 4.63867e-05 -1.48444e-05
internal_weight=0 0.00836275 0.00382801 0.00453474 0.00349671 0.0025653
internal_count=3910 3606 1116 2490 1492 376
is_linear=0
shrinkage=0.00196078


Tree=8074
num_leaves=7
num_cat=0
split_feature=11 3 47 13 52 52
split_gain=5.11284e-05 3.36569e-05 3.82037e-05 3.88982e-05 7.62539e-05 4.01635e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09252500000000001 -0.0043499999999999988 -0.010284999999999997 0.0074400000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00034203919565531198 -0.00042415647101156246 7.7827681638098422e-05 -0.00027476757227788354 -0.00011965557000393723 0.00045730973927080937 -0.00041805504086110136
leaf_weight=0.0011985964565080073 0.0010344763123011228 0.0015643731129091024 0.001660605317227149 0.0016201300278917421 0.0019296038299922663 0.0010490757478585939
leaf_count=247 279 1263 371 348 462 940
internal_value=0 3.60698e-05 -1.08044e-05 6.03177e-05 0.000193978 -0.000121227
internal_weight=0 0.00902238 0.00782379 0.00616318 0.00354973 0.00261345
internal_count=3910 3631 3384 3013 810 2203
is_linear=0
shrinkage=0.00196078


Tree=8075
num_leaves=7
num_cat=0
split_feature=13 48 0 2 43 16
split_gain=9.6274e-06 2.90449e-05 3.17571e-05 2.43052e-05 2.58799e-05 1.26272e-05
threshold=-0.23438999999999996 0.11028500000000001 -0.17106499999999999 0.090050000000000005 -0.0037249999999999996 0.0054700000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.0085212605223108275 0.01524118516809074 -0.017130356411551112 -0.0038089531325455495 -0.01788750601779774 0.014916289115515846 -0.0025408231815217792
leaf_weight=0.0011341320827880632 0.0012747767552830427 0.0010116098268274382 0.0019535539873399362 0.0011195129516319293 0.0011862858309425596 0.0010288640106737221
leaf_count=210 179 191 1475 782 546 527
internal_value=0 -0.00135791 0.00107324 -0.00234209 0.00326577 -0.0105379
internal_weight=0 0.0075746 0.00656299 0.00528822 0.00313984 0.00214838
internal_count=3910 3700 3509 3330 2021 1309
is_linear=0
shrinkage=0.1


Tree=8076
num_leaves=7
num_cat=0
split_feature=3 47 42 52 1 16
split_gain=1.57455e-05 3.25736e-05 3.42483e-05 5.85321e-05 4.56392e-05 2.81698e-05
threshold=0.13772500000000001 0.10887000000000001 -1.0000000180025095e-35 -0.069134999999999988 0.10498500000000001 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00029698227424065232 0.00019274111889310672 -0.00036237361108160056 -0.00020677011959256133 -9.7406597151942649e-05 0.00055085644109981007 0.0002991437491627173
leaf_weight=0.0011532539047430391 0.0013470031201807666 0.0010272265440334303 0.0019237199283174584 0.0015537095080249694 0.0010941777010166384 0.0012371104270733977
leaf_count=1007 239 202 733 792 280 657
internal_value=0 -3.64287e-05 1.16638e-05 7.2942e-05 0.000211446 7.83756e-05
internal_weight=0 0.0079892 0.00696197 0.00580872 0.003885 0.00279082
internal_count=3910 3671 3469 2462 1729 1449
is_linear=0
shrinkage=0.00196078


Tree=8077
num_leaves=7
num_cat=0
split_feature=11 2 1 52 2 2
split_gain=3.79225e-05 2.66336e-05 3.67655e-05 3.14908e-05 3.94742e-05 2.28871e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.048794999999999991 0.10393500000000001 0.11635500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.00027962918207525623 -0.00036560558107195994 0.00034777083179672521 0.00012259156599923532 0.00029447837844911643 -0.00036026498080497576 5.6665807177712454e-05
leaf_weight=0.0019029303060437075 0.0010167194107490668 0.0016651503231975319 0.0016154338724677355 0.0012215135107910176 0.0010125807537135203 0.0010122227256352942
leaf_count=1553 304 571 455 513 204 310
internal_value=0 3.52658e-05 -9.49522e-05 0.000128548 1.61014e-05 -0.000151836
internal_weight=0 0.00842983 0.00351836 0.00491147 0.00324632 0.0020248
internal_count=3910 3606 2008 1598 1027 514
is_linear=0
shrinkage=0.00196078


Tree=8078
num_leaves=7
num_cat=0
split_feature=11 2 1 0 16 2
split_gain=3.25259e-05 2.27223e-05 3.65501e-05 2.8478e-05 4.84257e-05 4.65577e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.13506999999999997 0.15100500000000003 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00027129068889180828 -0.00033624753757354435 0.00026504055865246286 0.00013267041472703295 0.00051601899032481643 -9.5025061669408586e-06 -0.00030818801625375906
leaf_weight=0.0018703520506589369 0.0010108902582042526 0.001011223786387171 0.0015959030921342454 0.0013685131776663298 0.0013286624769943982 0.0011809004331800972
leaf_count=1553 304 171 455 929 337 161
internal_value=0 3.61375e-05 -8.53024e-05 0.000122232 0.000257141 -4.37585e-05
internal_weight=0 0.00835556 0.00346626 0.0048893 0.00269718 0.00219212
internal_count=3910 3606 2008 1598 1266 332
is_linear=0
shrinkage=0.00196078


Tree=8079
num_leaves=6
num_cat=0
split_feature=52 4 0 151 2
split_gain=9.97588e-06 3.51466e-05 3.10398e-05 2.28371e-05 4.42621e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.06402999999999999 -0.0088999999999999982 0.088820000000000024
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.017830009224967105 0.0078197445299833593 -0.012630328884715129 0.016782299520871041 -0.0083807080966689686 0.013336638168694402
leaf_weight=0.0011207460698588242 0.0013529061267525217 0.0014194015773600524 0.0010844009406248047 0.0019154884786126711 0.0018399003214174315
leaf_count=255 673 535 386 1275 786
internal_value=0 -0.00152125 0.00139893 -0.00182473 0.0022594
internal_weight=0 0.00737994 0.00625919 0.00517479 0.00375539
internal_count=3910 3237 2982 2596 2061
is_linear=0
shrinkage=0.1


Tree=8080
num_leaves=7
num_cat=0
split_feature=0 0 15 1 2 43
split_gain=9.40682e-06 1.98322e-05 4.29827e-05 4.05241e-05 4.47198e-05 1.42772e-05
threshold=-1.0000000180025095e-35 -0.082994999999999985 -0.0063699999999999989 0.094485000000000013 0.11230000000000001 -0.079999999999999974
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=-0.019670855824909239 0.0067097185590053654 -0.018409116937719371 0.015128598940707194 0.018867955186899737 -0.0094901236948699026 -0.0015792206509940038
leaf_weight=0.0011784135041288356 0.0016587517489800793 0.0010138330524646919 0.0016173705495797939 0.0010079627352291703 0.0012404420491677701 0.0010024609764198306
leaf_count=844 394 532 709 216 205 1010
internal_value=0 -0.00165888 0.00169193 -0.00464984 0.00322284 -0.0100416
internal_weight=0 0.00706048 0.00504419 0.00342682 0.0022484 0.00201629
internal_count=3910 3516 1974 1265 421 1542
is_linear=0
shrinkage=0.1


Tree=8081
num_leaves=7
num_cat=0
split_feature=50 484 42 43 4 16
split_gain=8.57309e-06 2.22031e-05 2.30086e-05 4.51878e-05 3.73987e-05 6.64579e-05
threshold=0.082310000000000008 0.083810000000000009 -1.0000000180025095e-35 -0.074254999999999988 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.013776118272158508 -0.0086861987303275181 0.014954487255280799 0.015845085941280732 -0.015159079399876027 -0.012879775699907474 0.021876454244756732
leaf_weight=0.0011641769352643723 0.0010175258787416151 0.001003087491415422 0.0016016435091772358 0.0017158751392546373 0.0010979090406700331 0.0011027015998887144
leaf_count=810 747 422 715 791 245 180
internal_value=0 0.00108157 -0.00100091 0.00169432 -0.00409263 0.00453619
internal_weight=0 0.00768539 0.00668231 0.00551813 0.00391649 0.00220061
internal_count=3910 3163 2741 1931 1216 425
is_linear=0
shrinkage=0.1


Tree=8082
num_leaves=7
num_cat=0
split_feature=3 39 1 48 3 4
split_gain=9.19606e-06 2.91136e-05 2.45481e-05 3.78517e-05 2.93208e-05 2.51045e-05
threshold=0.13772500000000001 0.005105000000000001 0.092010000000000022 0.083775000000000002 -0.088024999999999978 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=0.0055487083794611269 0.0079232133312128212 0.013912331544880635 -0.021375543099012677 0.017247225127393167 -0.016428842388186763 -0.0025270237620815539
leaf_weight=0.0012349604258982511 0.0012389219620625317 0.0010663967917247715 0.0012592772484755464 0.0010800115313900297 0.001193893471717059 0.0016101898600313842
leaf_count=593 239 424 534 355 1533 232
internal_value=0 -0.00138156 -0.00393855 0.00167158 -0.00525427 -0.0107988
internal_weight=0 0.00744473 0.00637833 0.00350887 0.00242885 0.00286947
internal_count=3910 3671 3247 2481 2126 766
is_linear=0
shrinkage=0.1


Tree=8083
num_leaves=7
num_cat=0
split_feature=2 16 0 3 0 15
split_gain=8.58803e-06 2.9373e-05 3.35935e-05 4.24173e-05 1.90606e-05 4.07942e-05
threshold=0.096540000000000015 0.057390000000000004 -0.084304999999999977 -1.0000000180025095e-35 0.10302000000000001 -0.10312999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -2
right_child=4 -3 -4 -5 -6 -7
leaf_value=-0.018855749910142848 0.012447795835033708 -0.015807120733798408 0.016640959490575442 0.0082443740604449603 0.015126090045269366 -0.011112013130788358
leaf_weight=0.0011157631178903096 0.0013175360504104042 0.001288930071047906 0.0010641923513726326 0.0011973731813883942 0.0010230344759226428 0.0016620832203373289
leaf_count=1068 347 388 1001 185 143 778
internal_value=0 -0.00296427 0.0019371 -0.00482763 0.00334924 -0.000694274
internal_weight=0 0.00466626 0.00337733 0.00231314 0.00400265 0.00297962
internal_count=3910 2642 2254 1253 1268 1125
is_linear=0
shrinkage=0.1


Tree=8084
num_leaves=7
num_cat=0
split_feature=11 16 2 0 12 0
split_gain=2.51586e-05 2.75408e-05 5.95412e-05 6.8954e-05 3.45988e-05 3.76073e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00025762655821372714 -0.00029819346305531098 0.00019327701038332511 0.00036125291196425005 -0.00042501301181842175 0.00031124812558963708 -0.00028944600296491489
leaf_weight=0.0011391486293638592 0.0010295829956066824 0.0011996978270638217 0.001976973485667697 0.0013255082512252242 0.0016296351127754573 0.0012852106185178229
leaf_count=371 304 161 585 205 1185 1099
internal_value=0 2.62325e-05 6.98292e-05 -3.60773e-05 8.92191e-05 -5.63904e-05
internal_weight=0 0.00855617 0.00741703 0.00544005 0.00411454 0.00248491
internal_count=3910 3606 3235 2650 2445 1260
is_linear=0
shrinkage=0.00196078


Tree=8085
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.0916e-05 2.21878e-05 6.28582e-05 6.85082e-05 6.44227e-05 3.77638e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022527343584457157 -0.0003314495868852053 0.00040194496925004985 0.00037771951165305125 -0.00049792279153116671 0.00015796311644672236 -0.00029739107781745429
leaf_weight=0.0011145204011605144 0.0010064569952397085 0.0014796624460159296 0.0019049223874290991 0.0010067317696345543 0.0012261658434788373 0.00163248279976786
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.22944e-05 7.18897e-05 -3.71052e-05 6.98304e-05 -0.000102075
internal_weight=0 0.00836449 0.00724997 0.00534504 0.00433831 0.00285865
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8086
num_leaves=8
num_cat=0
split_feature=1 12 2 52 49 16 3
split_gain=8.9411e-06 2.0587e-05 2.92502e-05 4.55074e-05 5.78654e-05 5.78792e-05 4.07275e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 0.091210000000000013 -0.045004999999999996 -0.095109999999999986 -0.075954999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.022083883620876127 0.0082678538532362164 -0.013118162020783376 0.018571828156443686 0.024016782771854345 0.00732118456430857 -0.026128633836046647 0.0055777821050357855
leaf_weight=0.001086634234663637 0.0011233360003153935 0.0012323510124533695 0.0010866460831458692 0.0010382164973259931 0.0010034835110767177 0.0010676710444873748 0.0010433222158773353
leaf_count=1062 345 520 248 430 229 784 292
internal_value=0 -0.00129372 0.00100978 0.00585449 -0.000116883 -0.00992205 -0.0085343
internal_weight=0 0.00755832 0.00632597 0.00419602 0.0031578 0.00207115 0.00212996
internal_count=3910 3565 3045 1691 1261 1013 1354
is_linear=0
shrinkage=0.1


Tree=8087
num_leaves=6
num_cat=0
split_feature=15 151 49 0 52
split_gain=9.15583e-06 2.12697e-05 3.77104e-05 2.98045e-05 3.17392e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0069091975671351797 0.014711115545570648 -0.017899535958281445 0.01492502812680393 -0.010700038892803536 0.0083958060628614769
leaf_weight=0.0015894844348997858 0.0010381754095693226 0.0010609893303099088 0.0014514761574725894 0.0019342327937542853 0.0015825302517064918
leaf_count=614 487 262 275 1318 954
internal_value=0 0.00149066 -0.000785779 0.00286894 -0.00210698
internal_weight=0 0.0070674 0.00602923 0.00496824 0.00351676
internal_count=3910 3296 2809 2547 2272
is_linear=0
shrinkage=0.1


Tree=8088
num_leaves=7
num_cat=0
split_feature=0 52 48 16 51 4
split_gain=8.91779e-06 4.21775e-05 3.5155e-05 3.69211e-05 2.91879e-05 3.00848e-05
threshold=-0.15007499999999999 -0.010284999999999997 0.081315000000000012 -0.23935499999999996 -0.09021499999999999 -0.076854999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.020524630738552152 0.014706537888046243 0.005945950722096506 0.017313551309734828 0.0082027627843009997 -0.0038539797919155518 -0.025278128948689339
leaf_weight=0.0010342474522768235 0.0010716833563851128 0.0014400758389740537 0.0012044902698351845 0.001027953515517958 0.0018514611066278741 0.0010146575415015233
leaf_count=116 358 252 613 426 1024 1121
internal_value=0 -0.00511854 0.00198739 -0.00173011 -0.00625363 -0.0114385
internal_weight=0 0.00247432 0.00617025 0.00496576 0.00389407 0.00286612
internal_count=3910 368 3542 2929 2571 2145
is_linear=0
shrinkage=0.1


Tree=8089
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.14056e-05 3.12299e-05 5.18738e-05 8.1151e-05 7.30678e-05 3.32532e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00036329071872113182 -0.00042033466618830023 0.00034662540151297736 0.0002556219770531956 -0.00060166172358124264 6.4656083909688089e-05 -0.0003564530932777125
leaf_weight=0.0011504882554982752 0.0010566232704470107 0.0015468308124653206 0.001985181080657053 0.0010601402009422492 0.0012445768262899551 0.0017135698432213021
leaf_count=371 304 552 585 462 1149 487
internal_value=0 -6.23528e-05 -1.64969e-05 -0.000113567 1.2948e-06 -0.00017928
internal_weight=0 0.00870079 0.0075503 0.00556512 0.00450498 0.00295815
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8090
num_leaves=8
num_cat=0
split_feature=11 16 2 16 4 1 15
split_gain=3.9783e-05 3.57602e-05 3.19599e-05 6.33899e-05 4.65598e-05 3.88328e-05 4.49389e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 -0.110495 -0.08422499999999998 0.086560000000000012 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.0002857693686593762 -0.00038249054361065864 0.00042926739578439538 0.0002919216957527274 -0.00042481716390241738 0.00031408616737852888 -0.00043108318348589875 0.00012947175329015197
leaf_weight=0.0011994383676274933 0.0010055137025525808 0.0010858350846325486 0.0019929164336851598 0.0012252047343329422 0.0011491536429948904 0.0010245744440656693 0.0011867225370895695
leaf_count=385 279 243 585 520 1191 270 437
internal_value=0 2.90553e-05 7.83237e-05 3.26706e-06 -9.76054e-05 2.16946e-05 -0.000130254
internal_weight=0 0.00886385 0.00766441 0.00567149 0.00458566 0.00336045 0.0022113
internal_count=3910 3631 3246 2661 2418 1898 707
is_linear=0
shrinkage=0.00196078


Tree=8091
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 2
split_gain=2.78307e-05 2.85403e-05 4.46603e-05 7.75938e-05 6.76371e-05 7.93383e-05 2.66823e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00025888139407316931 -0.00031205184420566841 0.00022269611821196096 0.00033486764045677808 -0.00050454863088781352 -0.00034447218788938734 0.00063071409399309184 -0.00022076862257015118
leaf_weight=0.0011206136223458315 0.0010114588527072909 0.0010496842150059399 0.0019075166512606163 0.0010082811212675027 0.0010108822052459568 0.0012265226408873517 0.001036923761246801
leaf_count=371 304 529 585 462 237 836 586
internal_value=0 3.23114e-05 7.73837e-05 -1.47258e-05 9.9492e-05 0.000234952 2.31973e-06
internal_weight=0 0.00836042 0.00723981 0.00533229 0.00432401 0.00331313 0.00208661
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=8092
num_leaves=8
num_cat=0
split_feature=157 160 4 4 3 2 16
split_gain=1.93164e-05 4.91545e-05 2.79547e-05 4.89339e-05 3.62724e-05 1.55474e-05 1.07725e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 -0.048154999999999996 0.086915000000000006 -0.076129999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.00025146727015710254 -0.00039830900756027311 9.7217323681207367e-05 0.00025288409646578386 -0.00044022740351988825 0.00037431615995118302 -0.00011664646439623016 -0.00018690914755339463
leaf_weight=0.0010004386838608622 0.001234273241383691 0.0010032343277865795 0.0016098410993473852 0.0010172738126660035 0.0012620410238739872 0.0013009996038245452 0.0010500032639826256
leaf_count=563 828 792 396 181 248 323 579
internal_value=0 -3.66173e-05 2.5015e-05 -4.01008e-05 0.000112714 -0.000258636 -4.80818e-05
internal_weight=0 0.00847767 0.00724339 0.00563355 0.00331528 0.00231827 0.00205324
internal_count=3910 3347 2519 2123 1619 504 1371
is_linear=0
shrinkage=0.00196078


Tree=8093
num_leaves=7
num_cat=0
split_feature=52 160 2 2 16 3
split_gain=9.53483e-06 3.26204e-05 2.94593e-05 1.649e-05 8.57274e-05 9.19262e-06
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 0.11005500000000001 -0.078844999999999985 -0.080454999999999985
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0031529976407804459 -0.018542021799168289 0.0034290592713617598 0.017639566574496144 0.010154468306105193 -0.02271438747162563 0.01691998973163843
leaf_weight=0.001851874292234233 0.0010399593237046378 0.0010181089562625787 0.0010780954983396938 0.001393661910148601 0.0013109969021740954 0.0010023121172308832
leaf_count=694 924 650 496 315 478 353
internal_value=0 -0.0025081 0.00449772 0.00102087 -0.00280008 0.0101218
internal_weight=0 0.00576504 0.00292997 0.00472508 0.00333142 0.00202042
internal_count=3910 2720 1190 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=8094
num_leaves=8
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split_feature=11 16 2 0 16 4 4
split_gain=3.70901e-05 3.66798e-05 6.44644e-05 6.50798e-05 4.26409e-05 4.3649e-05 2.40591e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 -0.029849999999999998 0.011450000000000002 0.0057500000000000008 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00029136779894365088 -0.00037059828650084202 -0.00020569602175533931 0.00059199523564342437 -0.00040276153173453294 0.00043828651213030683 0.0002584922929797825 0.00016491928795761446
leaf_weight=0.0012049786855178211 0.0010059388618280053 0.001962116317155151 0.0010045473802804226 0.0013715042373796974 0.0010184953412021589 0.00129146184988613 0.0010242044263167906
leaf_count=385 279 1796 288 206 395 264 297
internal_value=0 2.66684e-05 7.66176e-05 -3.11439e-05 8.816e-05 -2.1443e-05 0.000376388
internal_weight=0 0.00887731 0.00767233 0.00564358 0.00427207 0.00325358 0.00202875
internal_count=3910 3631 3246 2661 2455 2060 585
is_linear=0
shrinkage=0.00196078


Tree=8095
num_leaves=8
num_cat=0
split_feature=11 160 13 15 16 43 3
split_gain=2.87547e-05 3.09035e-05 3.21791e-05 3.77257e-05 4.81157e-05 6.15732e-05 3.72698e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 0.084050000000000014 -0.19424999999999998 -0.089949999999999988 0.076695000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.0002906265807632348 -0.00032111534931411742 -0.00028757557501118692 -0.0002687333813150614 -0.00032154820699272326 -0.00024556238156137072 0.00054490963163455835 0.00010431967109426988
leaf_weight=0.0018665711442559518 0.0010363076385198457 0.0010865255870320485 0.0012342236125277815 0.0011621524914785988 0.0010012389290637905 0.0014272129221155928 0.001528906455488224
leaf_count=361 279 364 271 1128 273 1059 175
internal_value=0 2.32069e-05 6.42848e-05 -2.20888e-06 6.92763e-05 0.000174695 0.000317036
internal_weight=0 0.00930683 0.00822031 0.00635373 0.00519158 0.00395736 0.00295612
internal_count=3910 3631 3267 2906 1778 1507 1234
is_linear=0
shrinkage=0.00196078


Tree=8096
num_leaves=7
num_cat=0
split_feature=15 151 4 4 16 13
split_gain=9.32378e-06 1.79508e-05 3.78783e-05 3.03053e-05 2.98166e-05 1.90945e-05
threshold=-0.11739999999999999 -0.076429999999999984 -1.0000000180025095e-35 -0.08422499999999998 -0.094359999999999986 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0070367376774126333 0.013531946064594923 0.0081576849931479494 -0.022911013567851125 0.016624002464355261 -0.00046899864107995831 -0.010589251994765164
leaf_weight=0.0016046405566429124 0.0010414558689128186 0.0010194689436466885 0.0010672102671166362 0.0015015441396563972 0.0013295834092420871 0.0011632470446796893
leaf_count=614 487 360 314 1351 378 406
internal_value=0 0.00140102 -0.000676557 0.00568914 -0.0104617 -0.00183323
internal_weight=0 0.00712251 0.00608105 0.00368426 0.00239679 0.00218272
internal_count=3910 3296 2809 2117 692 766
is_linear=0
shrinkage=0.1


Tree=8097
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.73328e-05 2.29103e-05 6.04656e-05 7.67833e-05 6.21603e-05 2.81603e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00023187306704859227 -0.00031182662708093695 0.00040561995383313988 0.0003698060030223972 -0.00052462403731611375 0.00013448355550610717 -0.00026104258676561311
leaf_weight=0.0011112489151419653 0.0010071818761820577 0.0014606608441548445 0.0019088224468067636 0.0010065414603827941 0.0012062381075141162 0.001623566446409372
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.01839e-05 7.05971e-05 -3.72254e-05 7.71181e-05 -9.24448e-05
internal_weight=0 0.00831708 0.00720583 0.00529701 0.00429047 0.0028298
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8098
num_leaves=8
num_cat=0
split_feature=151 4 0 42 43 4 4
split_gain=9.52614e-06 2.11109e-05 2.95877e-05 1.68319e-05 4.40402e-05 3.448e-05 2.63618e-05
threshold=-0.084129999999999996 0.27608500000000008 -0.15713499999999997 0.088465000000000002 -0.093039999999999984 -0.23071499999999998 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.0092961124758281378 -0.015932649617111352 0.014302503023313571 -0.013290065815111328 -0.0078355577179986275 -0.0037399698253643672 0.028576142722119603 0.0063553772279602641
leaf_weight=0.0010052377935589859 0.0011083366485413462 0.0010404811363533915 0.0010007274608752671 0.0013345001927766893 0.0010928426347121627 0.0011311304623493655 0.0010111704325083118
leaf_count=423 150 390 369 979 237 904 458
internal_value=0 0.00105309 -0.00101105 0.0019579 0.0050433 0.0107144 0.0180879
internal_weight=0 0.00771919 0.00667871 0.00557037 0.00423587 0.00323514 0.0021423
internal_count=3910 3487 3097 2947 1968 1599 1362
is_linear=0
shrinkage=0.1


Tree=8099
num_leaves=7
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split_feature=1 4 4 150 3 12
split_gain=8.92413e-06 2.96793e-05 2.1768e-05 1.94636e-05 3.25415e-05 5.05803e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 0.084360000000000004 0.096385000000000012 0.090480000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.0064716339510300439 0.020209202214200049 -0.021939247401652262 -0.0013880527633037354 0.014593414792068507 -0.011825461882126685 -0.0086227184521523743
leaf_weight=0.0015645566445772123 0.0012907070040000784 0.0010440541681859857 0.0010178797556030237 0.0010657678760223176 0.0015730516990393843 0.0011511239817851536
leaf_count=189 467 1512 624 303 272 543
internal_value=0 -0.00391381 -0.0117941 0.00258027 -0.000608666 0.00661731
internal_weight=0 0.00362649 0.00206193 0.00508065 0.00401488 0.00244183
internal_count=3910 2325 2136 1585 1282 1010
is_linear=0
shrinkage=0.1


Tree=8100
num_leaves=7
num_cat=0
split_feature=11 16 2 16 0 16
split_gain=2.39078e-05 2.16564e-05 4.8053e-05 6.80891e-05 4.82361e-05 5.59761e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.10808 -0.029849999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0002197715851302905 -0.00029325544498221028 0.00042917892038374459 0.00033311513272114038 -0.00033931760794199813 -0.0004772645746312384 0.00019395759085679939
leaf_weight=0.0011917214853179401 0.0010146874317650536 0.0010104151215520043 0.001903132907257527 0.0012300460838843424 0.0011650689397975462 0.0019667984683900434
leaf_count=380 304 244 581 1060 180 1161
internal_value=0 2.52454e-05 6.53793e-05 -2.94654e-05 -0.000135708 -1.12301e-05
internal_weight=0 0.00846718 0.00727546 0.00537233 0.00436191 0.00319684
internal_count=3910 3606 3226 2645 2401 2221
is_linear=0
shrinkage=0.00196078


Tree=8101
num_leaves=8
num_cat=0
split_feature=11 3 16 1 15 4 13
split_gain=3.56844e-05 3.64677e-05 3.00487e-05 4.37912e-05 7.09248e-05 5.32354e-05 4.78812e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.30307999999999996 0.094485000000000013 -0.0058549999999999991 0.053925000000000008 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6
right_child=-2 2 3 5 6 -7 -8
leaf_value=0.0003485725937263192 -0.00035860022475131043 -0.00029135400510143101 -0.00047189859305383949 0.00046156641015350009 -0.00016632027352149277 -7.6848828984129843e-05 0.00039646066136060979
leaf_weight=0.0012003150473363332 0.0010081340831391639 0.0012946771868135396 0.0013092501420568473 0.0015598315422907473 0.0012360441389074456 0.0012898745518816783 0.001097133112976837
leaf_count=247 279 394 1034 489 934 212 321
internal_value=0 3.0442e-05 -1.8597e-05 3.57969e-05 -0.000106644 0.000217861 9.8317e-05
internal_weight=0 0.00898713 0.00778681 0.00649213 0.00364243 0.00284971 0.00233318
internal_count=3910 3631 3384 2990 2289 701 1255
is_linear=0
shrinkage=0.00196078


Tree=8102
num_leaves=7
num_cat=0
split_feature=1 484 43 16 12 3
split_gain=8.99674e-06 1.89671e-05 2.65024e-05 4.57344e-05 3.85144e-05 3.64299e-05
threshold=0.12730000000000002 0.073820000000000011 -0.15648499999999999 0.061570000000000007 0.086935000000000012 0.0066850000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.010907468273021569 0.0081954587849390869 0.010887289913726709 0.017577657858737404 -0.022800016891426744 -0.015786210301560983 -0.0049519872014403754
leaf_weight=0.0010799123289173106 0.0011314979598700771 0.0010836844077800577 0.0013037179250337361 0.0012765735870040248 0.0012562656468870469 0.0015967195315829959
leaf_count=255 345 447 816 523 1301 223
internal_value=0 -0.0013625 -0.00340065 -0.00624452 -0.00116013 0.00517487
internal_weight=0 0.00759687 0.00651319 0.00543328 0.0041567 0.00290044
internal_count=3910 3565 3118 2863 2340 1039
is_linear=0
shrinkage=0.1


Tree=8103
num_leaves=8
num_cat=0
split_feature=11 2 3 52 4 2 0
split_gain=3.00555e-05 2.68411e-05 5.32831e-05 4.81884e-05 5.4301e-05 3.70684e-05 3.31086e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.016565000000000003 0.0057500000000000008 0.085005000000000011 -0.14136999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=8.7305435581381882e-05 -0.00031950687596381114 0.00047369797759016141 -0.00019862162684118585 -0.00043374650221484994 0.00030478106223947405 -0.00044343272258936747 0.00024742884193054021
leaf_weight=0.0010217208374199728 0.0010497766708079609 0.0013139356780023917 0.0015136292068778159 0.0010701639913415564 0.0016370121463530622 0.0010022469031637996 0.0011081953579064755
leaf_count=608 304 740 151 998 290 594 225
internal_value=0 3.17866e-05 0.000151424 -6.77377e-05 3.92526e-05 -0.00017551 -1.00846e-05
internal_weight=0 0.0086669 0.00393576 0.00473114 0.00366098 0.00202397 0.00262182
internal_count=3910 3606 1116 2490 1492 1202 376
is_linear=0
shrinkage=0.00196078


Tree=8104
num_leaves=7
num_cat=0
split_feature=11 2 16 52 4 2
split_gain=2.08694e-05 2.15176e-05 4.37814e-05 4.11346e-05 5.53745e-05 3.85556e-05
threshold=1.0000000180025095e-35 0.096540000000000015 -0.17157499999999998 0.016565000000000003 0.0057500000000000008 0.11043500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00018485260738790006 -0.00027079180353248105 -0.00016571742833233015 2.0231264330009764e-06 -0.0004063300532535384 0.00030769234640727833 0.00048465485958490624
leaf_weight=0.0019568732859780659 0.0010210054477411213 0.0012634404088234857 0.0011083265015313832 0.0010466003726157906 0.0015910851539045812 0.0014944773264920815
leaf_count=1202 304 307 358 998 290 451
internal_value=0 2.59716e-05 0.000133766 -6.47361e-05 3.60296e-05 0.000279141
internal_weight=0 0.0084608 0.00386624 0.00459456 0.00354796 0.0026028
internal_count=3910 3606 1116 2490 1492 809
is_linear=0
shrinkage=0.00196078


Tree=8105
num_leaves=7
num_cat=0
split_feature=13 48 1 160 0 15
split_gain=8.54556e-06 2.71482e-05 3.193e-05 2.74168e-05 1.96845e-05 2.94314e-05
threshold=-0.23438999999999996 0.11028500000000001 0.11198000000000001 -1.0000000180025095e-35 -0.077944999999999987 -0.089594999999999994
decision_type=2 2 2 2 2 2
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leaf_value=0.0079609782655385829 -0.015963806874918978 -0.016573958279114159 0.01382476658722848 0.0086757855547118599 0.010507772444350935 -0.013601188529263931
leaf_weight=0.0011386589975080153 0.0012024245841283998 0.0010124761687976495 0.0015021298064904114 0.0010265970283576814 0.0014564615602185626 0.0014043410293962527
leaf_count=210 980 191 395 347 721 1066
internal_value=0 -0.0013281 0.00101356 -0.00276734 0.0013145 -0.00419351
internal_weight=0 0.00760443 0.00659195 0.00508982 0.0038874 0.00243094
internal_count=3910 3700 3509 3114 2134 1413
is_linear=0
shrinkage=0.1


Tree=8106
num_leaves=8
num_cat=0
split_feature=11 160 133 16 15 3 15
split_gain=2.98696e-05 2.52319e-05 2.81475e-05 4.28711e-05 3.83172e-05 7.2039e-05 5.33907e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.087895000000000015 -0.41862999999999995 -0.017214999999999998 0.086245000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00024659506669627481 -0.00032159386563684265 -0.00025859951914553915 -0.00021361155377270626 0.00034354254308287599 0.00062318372417562433 -0.00029138051269044077 7.2303853030804253e-05
leaf_weight=0.0010365400507424492 0.0010400173303269601 0.0010263613867239523 0.0011521275934455368 0.0013707756532760078 0.0013841908030926056 0.0013774207945042296 0.001322849180592879
leaf_count=251 304 362 816 775 313 173 916
internal_value=0 3.0067e-05 6.88267e-05 0.000118952 0.00018841 2.53134e-05 0.000353985
internal_weight=0 0.00867027 0.0076439 0.00649178 0.00545524 0.0027482 0.00270704
internal_count=3910 3606 3244 2428 2177 948 1229
is_linear=0
shrinkage=0.00196078


Tree=8107
num_leaves=7
num_cat=0
split_feature=52 160 2 2 16 16
split_gain=8.05236e-06 2.85775e-05 2.64309e-05 1.88944e-05 8.22283e-05 1.08285e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 0.11005500000000001 -0.15168999999999996 -0.053084999999999993
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0030604887497193618 -0.017277592508701266 0.016196574513834727 0.016587382357227124 0.010775604843736906 -0.0084539201388132493 -0.023088513236303718
leaf_weight=0.0018673604659624082 0.0010416114808482185 0.0013357995830597879 0.0010810332728584805 0.0013986696633518274 0.0010107151592587396 0.0010116792234129723
leaf_count=694 924 265 496 315 1006 210
internal_value=0 -0.00227514 0.00414343 0.00100995 -0.00305739 -0.0157747
internal_weight=0 0.00579848 0.00294839 0.00475686 0.00335819 0.00202239
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=8108
num_leaves=8
num_cat=0
split_feature=157 160 133 48 133 1 15
split_gain=2.93606e-05 4.50388e-05 0.000100045 3.3547e-05 7.43392e-05 6.17298e-05 1.81314e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087035000000000015 0.087330000000000019 0.088785000000000017 -0.092459999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=0.0003005212653181721 -0.00039141620640489427 -0.00055430825605283008 0.0006635284691230215 -0.00028958786767516301 -0.00025605128236616049 0.0001186083038506121 8.1221623124617796e-05
leaf_weight=0.0010507807680321573 0.0012462486179770299 0.0010333192678899719 0.0013694085882404751 0.0010161455392535574 0.00103950529441269 0.0019197080070029861 0.0010117712936707358
leaf_count=563 828 860 310 183 553 433 180
internal_value=0 -4.66063e-05 1.15435e-05 0.000103528 0.000201027 0.000345483 -0.000104583
internal_weight=0 0.00863611 0.00738986 0.00635654 0.00432862 0.00328912 0.00202792
internal_count=3910 3347 2519 1659 1296 743 363
is_linear=0
shrinkage=0.00196078


Tree=8109
num_leaves=7
num_cat=0
split_feature=15 49 151 2 15 1
split_gain=9.50845e-06 1.78611e-05 4.95226e-05 4.20661e-05 3.04699e-05 4.97951e-05
threshold=-0.11739999999999999 -0.084114999999999981 -0.016164999999999995 0.10113500000000002 0.079360000000000014 0.081540000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0070662196139799757 -0.010809372944251806 0.022677814319185599 0.028292116598106966 -0.014636240938551676 -0.0093408545252790572 -0.00046947311575038989
leaf_weight=0.0016034896356598022 0.0010182217851902892 0.0011032390795974309 0.0010150492674896373 0.0015164282792950491 0.001011516914522473 0.0014790897795363234
leaf_count=614 253 479 423 541 1225 375
internal_value=0 0.00145488 0.00349358 -0.000720765 0.0052986 0.0112357
internal_weight=0 0.00714355 0.00612532 0.00502208 0.00350566 0.00249414
internal_count=3910 3296 3043 2564 2023 798
is_linear=0
shrinkage=0.1


Tree=8110
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.21449e-05 3.00193e-05 4.47356e-05 8.99177e-05 8.12234e-05 4.11631e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0002607819142341088 -0.00033265839601173371 0.00046507401683262362 0.00032599465053325636 -0.00052929209867683775 0.00018134594766589735 -0.0002819992003064392
leaf_weight=0.0011894356982999222 0.0010579198477747237 0.0015727399656947187 0.0020010299456193481 0.0010620437369622373 0.0012842975619260673 0.0017303103487629151
leaf_count=371 304 552 585 462 1149 487
internal_value=0 2.90058e-05 7.406e-05 -1.51759e-05 0.00010385 -8.46027e-05
internal_weight=0 0.00883986 0.00765042 0.00564939 0.00458735 0.00301461
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8111
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 0
split_gain=3.3464e-05 2.55388e-05 5.77229e-05 6.27988e-05 5.82162e-05 8.99572e-05 2.72476e-05
threshold=0.077165000000000025 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00024168862765690851 -0.00035001175779405223 0.00015479181200815835 0.00035863737895095517 -0.00045688526043246577 -0.00033772158286674036 0.0006087806455630729 -0.0002857372245486647
leaf_weight=0.001162800790187748 0.001000188747519711 0.0011671309635394116 0.0019726240514288292 0.0010771490681788023 0.0010326248034759284 0.0012652836486606121 0.0010043077767352211
leaf_count=382 282 160 585 465 237 836 963
internal_value=0 2.87404e-05 7.05612e-05 -3.18938e-05 7.05326e-05 0.0001932 -4.89564e-05
internal_weight=0 0.00868192 0.00751912 0.0055465 0.00446935 0.00343672 0.00217144
internal_count=3910 3628 3246 2661 2196 1959 1123
is_linear=0
shrinkage=0.00196078


Tree=8112
num_leaves=7
num_cat=0
split_feature=11 3 47 13 52 3
split_gain=3.96977e-05 2.97467e-05 3.7821e-05 4.48226e-05 9.94742e-05 3.28421e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09252500000000001 -0.0043499999999999988 -0.010284999999999997 -0.055684999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00031952505622744487 -0.00037964296262504903 -0.00039935118166031184 -0.00027046762769841162 -0.00016206014731670105 0.00050455457678680999 5.0207786189322542e-05
leaf_weight=0.0011888078279106958 0.0010086120570774104 0.0010703608348664483 0.0017159552754411264 0.0015651283273703082 0.0019120330272844243 0.001500745891250951
leaf_count=247 279 1714 371 348 462 489
internal_value=0 3.06849e-05 -1.35404e-05 5.93524e-05 0.0002045 -0.000136945
internal_weight=0 0.00895303 0.00776422 0.00604827 0.00347716 0.00257111
internal_count=3910 3631 3384 3013 810 2203
is_linear=0
shrinkage=0.00196078


Tree=8113
num_leaves=7
num_cat=0
split_feature=42 47 13 15 1 13
split_gain=9.57317e-06 2.49962e-05 4.31659e-05 4.45153e-05 3.11305e-05 3.11741e-05
threshold=-0.089744999999999978 0.087850000000000025 0.00079000000000000012 1.0000000180025095e-35 0.093245000000000008 -0.028919999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0093258557765440366 -0.012037149329583913 -0.009338087203162513 0.021272784857584676 -0.01546044245247959 0.018501072350039262 0.011789097253050183
leaf_weight=0.0010003564309263363 0.0012067875079814147 0.001780966113269806 0.0011825921594017545 0.0013493903954548154 0.0012584861534823818 0.0010076766635301396
leaf_count=452 755 455 456 1091 485 216
internal_value=0 0.00106612 0.00415184 -4.67641e-05 0.00594211 -0.00119518
internal_weight=0 0.0077859 0.00600493 0.00482234 0.00347295 0.00221446
internal_count=3910 3458 3003 2547 1456 971
is_linear=0
shrinkage=0.1


Tree=8114
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 13 1
split_gain=1.35936e-05 6.64003e-05 2.90468e-05 4.43713e-05 5.27937e-05 4.43538e-05 4.00866e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 -0.10462499999999998 -0.077944999999999987 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.00020923594100948038 -0.00045633414092607585 -0.00022097780176169498 -0.0002416461975384781 -0.00029989023880763255 0.00016012056226987595 0.00070144188555754236 0.00021595912373516295
leaf_weight=0.001020284512843468 0.0012056339205775554 0.0013271736847050375 0.0011720192454218094 0.0010873326507110036 0.0013692732838610621 0.0010120756861374835 0.0012393107288957341
leaf_count=587 813 875 586 137 432 273 207
internal_value=0 -3.04227e-05 4.08247e-05 9.56801e-05 0.000184945 0.000390183 -2.51177e-05
internal_weight=0 0.00841282 0.00720719 0.00603517 0.00470799 0.00238135 0.00232664
internal_count=3910 3323 2510 1924 1049 705 344
is_linear=0
shrinkage=0.00196078


Tree=8115
num_leaves=7
num_cat=0
split_feature=151 48 51 1 16 2
split_gain=1.01401e-05 2.14944e-05 3.0893e-05 3.35505e-05 4.05005e-05 2.39355e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.11198000000000001 -0.089864999999999987 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=-0.0095498361710475155 -0.019395327936992019 0.01246428939757039 -0.017314268817474332 0.015992840930891355 0.014066549435695928 -0.0040089644394342696
leaf_weight=0.0010067978366544768 0.0010709230559688854 0.0013740303594234173 0.001015972257307287 0.0012581349322842248 0.0012191302674888257 0.0018356714845105921
leaf_count=423 548 348 468 386 718 1019
internal_value=0 0.00111599 -0.00132047 0.00169768 -0.00266161 0.00320473
internal_weight=0 0.00777386 0.00639983 0.00538386 0.00412572 0.0030548
internal_count=3910 3487 3139 2671 2285 1737
is_linear=0
shrinkage=0.1


Tree=8116
num_leaves=8
num_cat=0
split_feature=11 13 39 52 0 1 4
split_gain=5.62081e-05 3.55162e-05 6.07537e-05 3.78798e-05 3.49141e-05 3.48292e-05 2.85365e-05
threshold=0.077330000000000024 -0.083514999999999992 0.005105000000000001 -0.091329999999999981 -0.10131499999999999 0.087800000000000017 0.080255000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=5.6756221650700584e-05 -0.00043667666661828075 0.00020574873742837656 0.00040603677048743023 0.00013225232065798532 -0.00042365250297981649 0.00052309229055887585 -0.00027202584193030592
leaf_weight=0.0015892389015989806 0.0010447930347861007 0.0011180978321372465 0.0010164935707709273 0.0014022110116843024 0.0016488990631771342 0.0010052272937572794 0.0012877578750308052
leaf_count=741 279 433 309 146 1479 369 154
internal_value=0 4.3603e-05 -3.40833e-05 -0.000116066 -0.000198996 0.000237438 -6.12861e-05
internal_weight=0 0.00906793 0.00647346 0.00545697 0.00433887 0.00259447 0.00268997
internal_count=3910 3631 2521 2212 1779 1110 300
is_linear=0
shrinkage=0.00196078


Tree=8117
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.26391e-05 2.31975e-05 5.49138e-05 6.53566e-05 6.55945e-05 3.31026e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00023000251267095401 -0.00027909493873996876 0.00040324119675725479 0.00035122581383475836 -0.00048105847516178907 0.0001406645167980815 -0.00028138503018058307
leaf_weight=0.0011532610244876385 0.0010299582050463411 0.0015048044071526937 0.0019508381849296236 0.0010146613300882658 0.0012491224266811952 0.0016693329179313901
leaf_count=371 304 552 585 462 1149 487
internal_value=0 2.86351e-05 6.90041e-05 -3.22422e-05 7.07128e-05 -0.000100744
internal_weight=0 0.00854202 0.00738876 0.00543792 0.00442326 0.00291846
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8118
num_leaves=7
num_cat=0
split_feature=15 52 2 52 2 43
split_gain=9.49724e-06 2.26043e-05 5.12302e-05 5.23859e-05 4.3785e-05 3.02864e-05
threshold=-0.11739999999999999 0.11110500000000002 0.10113500000000002 -0.0025949999999999997 0.085155000000000022 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0070292421260632612 0.0055100199153689045 0.015393081213557553 -0.016021559923934402 0.0022894215966159895 0.029356839213313418 -0.018227377451984574
leaf_weight=0.0016159327663550138 0.0010453913106136801 0.00100145610252695 0.0016290503007126101 0.0012947583803408953 0.0011099594982630029 0.0011063494481480033
leaf_count=614 582 548 615 665 524 362
internal_value=0 0.00145527 -0.000801308 0.00464032 0.0147831 -0.00669492
internal_weight=0 0.00718697 0.00618551 0.00455646 0.00240472 0.00215174
internal_count=3910 3296 2748 2133 1189 944
is_linear=0
shrinkage=0.1


Tree=8119
num_leaves=8
num_cat=0
split_feature=11 2 52 2 4 3 1
split_gain=2.67778e-05 2.14075e-05 3.17609e-05 3.63229e-05 2.85885e-05 4.22794e-05 2.34023e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.048794999999999991 0.10393500000000001 -0.077679999999999985 -1.0000000180025095e-35 0.10617500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=0.00017820874938751326 -0.00030593119417020157 0.00032895978568831148 0.00026172084081829813 -0.00036785914394759972 -0.00043941788785396732 7.3103567626502138e-05 4.9995443945628792e-05
leaf_weight=0.0010855162777379567 0.0010300176180405426 0.0017019803783973886 0.0012608129462512957 0.0010398147621791197 0.0013420388210995645 0.0011483096576721174 0.0010215834403241725
leaf_count=831 304 571 513 277 1005 172 237
internal_value=0 2.86174e-05 0.000111149 -4.36404e-07 -8.73416e-05 -0.000203092 -0.00016078
internal_weight=0 0.00860006 0.00502419 0.00332221 0.00357586 0.00249035 0.0020614
internal_count=3910 3606 1598 1027 2008 1177 514
is_linear=0
shrinkage=0.00196078


Tree=8120
num_leaves=8
num_cat=0
split_feature=13 48 0 2 3 42 12
split_gain=1.00742e-05 2.38326e-05 3.25539e-05 2.38681e-05 3.09342e-05 4.60683e-05 1.20876e-05
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decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
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leaf_weight=0.0011443076755619863 0.0012808034420366951 0.0010266001017075086 0.0010408977620712473 0.0011509266226516321 0.0011452834932014606 0.0010016095519318018 0.0010078078091846857
leaf_count=210 179 191 840 364 391 790 945
internal_value=0 -0.00140447 0.000791742 -0.0026386 0.00285969 0.0102362 -0.0107579
internal_weight=0 0.00765393 0.00662733 0.00534653 0.00318779 0.00204251 0.00215873
internal_count=3910 3700 3509 3330 2021 1630 1309
is_linear=0
shrinkage=0.1


Tree=8121
num_leaves=7
num_cat=0
split_feature=2 43 1 3 52 13
split_gain=1.13547e-05 2.52815e-05 4.63654e-05 5.55583e-05 2.51769e-05 2.73927e-05
threshold=0.099015000000000006 -0.17307499999999998 0.095575000000000007 0.084925000000000014 -0.048794999999999991 -0.089899999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.011058553351805965 0.017135110202348883 -0.023702626629144307 0.0094385848082506954 0.0054352835108614312 0.011311884706114959 -0.0097385695021057952
leaf_weight=0.0010132025402359458 0.0010636517091640232 0.0018793020940579056 0.0012600232504452582 0.0010039711821260716 0.00104269343323767 0.0015183466529317363
leaf_count=180 481 1985 466 133 166 499
internal_value=0 -0.00310097 -0.00656354 -0.0135567 0.00420287 -0.00116816
internal_weight=0 0.0051565 0.0041433 0.00288327 0.00362469 0.00256104
internal_count=3910 2764 2584 2118 1146 665
is_linear=0
shrinkage=0.1


Tree=8122
num_leaves=7
num_cat=0
split_feature=13 3 0 43 3 2
split_gain=9.72817e-06 2.23674e-05 3.37479e-05 3.997e-05 2.75614e-05 2.97422e-05
threshold=0.17936000000000002 -0.115685 -0.053834999999999994 -0.053009999999999995 0.084925000000000014 0.11230000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=0.013058875149905141 -0.0091798096252837767 0.01657264419545226 -0.01701305173865195 -0.016103377670346978 0.012191400981982761 -0.0086657407259846404
leaf_weight=0.0013082087090359835 0.0010356427680078438 0.001396337187655341 0.0011254423587168747 0.0011550114923798028 0.0014434027617825545 0.0012989867710819798
leaf_count=363 221 1311 389 1254 176 196
internal_value=0 0.00114118 -0.00128761 0.0020556 -0.00314547 0.00231201
internal_weight=0 0.00772739 0.00641918 0.00529374 0.0038974 0.00274239
internal_count=3910 3689 3326 2937 1626 372
is_linear=0
shrinkage=0.1


Tree=8123
num_leaves=8
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split_feature=11 4 52 160 43 2 4
split_gain=4.18829e-05 3.2592e-05 3.3759e-05 3.21637e-05 3.76485e-05 6.30293e-05 3.42477e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.086950000000000013 0.087825000000000014 -0.079804999999999987 0.10705000000000002 0.05309500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.00042577816474467041 -0.00038306722835336411 -0.00026488794796235103 -3.857232214823802e-05 -0.00036220571186487287 0.00010012271105170321 -0.00020184569576504389 0.00057014173284111605
leaf_weight=0.0013902615206186244 0.0010404410070184904 0.0013289505717354335 0.001061583773226051 0.0010112704922286622 0.0013149672326541817 0.0014733119905368632 0.0010901303791134094
leaf_count=466 304 814 215 368 1046 437 260
internal_value=0 3.32726e-05 0.000224727 -4.22128e-05 1.99299e-05 0.000117524 0.000313163
internal_weight=0 0.00867048 0.00245185 0.00621863 0.00520736 0.00387841 0.0024051
internal_count=3910 3606 681 2925 2557 1743 1306
is_linear=0
shrinkage=0.00196078


Tree=8124
num_leaves=8
num_cat=0
split_feature=4 12 3 160 4 12 1
split_gain=4.10916e-05 7.9932e-05 8.33455e-05 4.28641e-05 5.06934e-05 3.7102e-05 3.66461e-05
threshold=0.40359500000000004 -0.036459999999999992 0.13772500000000001 0.087825000000000014 -0.08422499999999998 0.086935000000000012 0.092010000000000022
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00053470300752453458 0.00031255191349556494 -0.00030163474304901593 0.00054616589598746623 -0.00041436510998417583 0.00049366319808670956 -9.1031776099474227e-05 7.6032735133981263e-07
leaf_weight=0.0011423254595846156 0.0013852988070717056 0.0014744959180627119 0.0010099679398315369 0.0010873616591491305 0.0013543070197256026 0.00179707939889395 0.0010141955325370668
leaf_count=309 395 667 108 337 588 1425 81
internal_value=0 -5.05384e-05 2.09421e-05 -5.7908e-05 1.08141e-05 0.000121412 0.000282602
internal_weight=0 0.00887973 0.00773741 0.00672744 0.00564008 0.00416558 0.0023685
internal_count=3910 3515 3206 3098 2761 2094 669
is_linear=0
shrinkage=0.00196078


Tree=8125
num_leaves=6
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split_feature=3 47 4 4 4
split_gain=2.42292e-05 3.66213e-05 3.78843e-05 3.25836e-05 5.194e-05
threshold=0.13772500000000001 0.10887000000000001 0.24280000000000004 -0.0010999999999999996 -0.08422499999999998
decision_type=2 2 2 2 2
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leaf_value=-0.00020427691282319283 0.00023406691873370536 -0.00038438357970575662 0.00028985807594811486 -0.0002701800793622503 0.00025693031304769009
leaf_weight=0.0017748783974698493 0.0013694234100996754 0.0010788314194782765 0.00142057449592441 0.0019961060433190325 0.0019929025907155264
leaf_count=738 239 202 396 660 1675
internal_value=0 -4.75304e-05 3.05205e-06 -6.76345e-05 3.96707e-05
internal_weight=0 0.00826329 0.00718446 0.00576389 0.00376778
internal_count=3910 3671 3469 3073 2413
is_linear=0
shrinkage=0.00196078


Tree=8126
num_leaves=7
num_cat=0
split_feature=2 43 2 13 52 16
split_gain=1.08432e-05 2.17597e-05 4.61211e-05 3.19326e-05 2.07853e-05 2.34099e-05
threshold=0.099015000000000006 -0.17307499999999998 0.085255000000000011 -0.014114999999999997 -0.048794999999999991 -0.27337499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.010098732843143172 0.015829624522184817 -0.0082522203703034158 -0.017963070106196324 0.015329614391755229 0.0090260731928446317 -0.010070696556519886
leaf_weight=0.0010149127809591287 0.0010672764860018532 0.001179066734597908 0.0018553353966674962 0.0011193676248837867 0.0012509967540802109 0.0013184431500448553
leaf_count=180 481 869 1264 451 306 359
internal_value=0 -0.00302759 -0.00623481 0.00323244 0.00409945 -0.000772952
internal_weight=0 0.00516868 0.00415377 0.00229843 0.00363672 0.00256944
internal_count=3910 2764 2584 1320 1146 665
is_linear=0
shrinkage=0.1


Tree=8127
num_leaves=6
num_cat=0
split_feature=0 43 160 0 15
split_gain=1.04047e-05 2.29903e-05 2.97403e-05 4.38436e-05 2.29683e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 0.041025000000000006 -0.10462499999999998 -0.098459999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010859664281117603 0.0070894871019910911 -0.011055147952830843 -0.013037617173780665 0.018212914081664446 0.0087080604622120413
leaf_weight=0.0019892267624421062 0.0016468588502479824 0.00142234653810349 0.001070780776201717 0.0016589451489799978 0.0010025301850619744
leaf_count=1214 394 200 286 1594 222
internal_value=0 -0.00172774 0.00179638 0.00568587 -0.00288434
internal_weight=0 0.00714383 0.0051546 0.00408382 0.00242488
internal_count=3910 3516 2302 2016 422
is_linear=0
shrinkage=0.1


Tree=8128
num_leaves=7
num_cat=0
split_feature=42 0 51 4 16 4
split_gain=1.08658e-05 2.23921e-05 4.19154e-05 2.75536e-05 3.97546e-05 2.17574e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 0.25367000000000006 -0.089864999999999987 -0.032604999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.019241634560947293 -0.0087776046573546217 0.011880535785270058 -0.015967711512636606 0.014783316947589812 0.01663154527022527 -0.0031596579209717986
leaf_weight=0.0010847523743497834 0.0012315047977825497 0.0015937559399069419 0.0013064636144353103 0.0013273228330073351 0.0010332040337174102 0.0012013410713471329
leaf_count=415 843 364 537 298 838 615
internal_value=0 0.00135305 -0.00146537 0.00249551 -0.0021105 0.00599135
internal_weight=0 0.00754684 0.00595308 0.00486833 0.00354101 0.00223455
internal_count=3910 3067 2703 2288 1990 1453
is_linear=0
shrinkage=0.1


Tree=8129
num_leaves=9
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split_feature=11 13 39 457 16 0 4 16
split_gain=4.90152e-05 2.70753e-05 6.44735e-05 3.99192e-05 3.66577e-05 6.32821e-05 6.43406e-05 1.2183e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.19424999999999998 -0.10131499999999999 -0.084009999999999987 -0.071319999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.00038891452360993994 -0.0004220571644523191 -0.00048213864902147638 0.00041162239721247119 0.00022310154869191191 0.00025990956945604222 7.4990873377073501e-05 -0.00060134805086813385 8.3853572022802699e-05
leaf_weight=0.0010012239196413308 0.0010012584084883739 0.0011947528938430728 0.0011033725175754678 0.0011419588295321775 0.0012916107383303 0.0010075074211617669 0.0011673360757307604 0.0010121002839518986
leaf_count=283 279 184 387 201 152 504 1797 123
internal_value=0 3.54768e-05 -2.28494e-05 -0.000105457 -0.000185951 -8.38665e-05 -0.000288031 0.00023556
internal_weight=0 0.00891986 0.00690654 0.00580317 0.00466121 0.00346645 0.00217484 0.00201332
internal_count=3910 3631 3225 2838 2637 2453 2301 406
is_linear=0
shrinkage=0.00196078


Tree=8130
num_leaves=8
num_cat=0
split_feature=11 2 150 0 16 12 0
split_gain=3.03584e-05 2.68104e-05 2.67438e-05 6.62861e-05 5.43707e-05 2.48219e-05 6.59182e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.13506999999999997 0.15100500000000003 0.051320000000000005 -0.083424999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=8.6470883695075602e-05 -0.00032736145869037884 -0.00029545180211682301 0.00038414849197678224 0.00053019925882094414 -5.4067996555460341e-05 0.00010500666195132262 -0.00060163767109104854
leaf_weight=0.0015329782790223078 0.00103521478687195 0.0014132762853761786 0.0011428790279832905 0.0012236392385895135 0.001225770587594063 0.0010274235558050632 0.0010029958713691377
leaf_count=362 304 214 239 821 324 911 735
internal_value=0 2.81227e-05 0.000120661 4.27015e-05 0.000237811 -0.000101868 -0.000244065
internal_weight=0 0.00856896 0.00500557 0.00386269 0.00244941 0.0035634 0.00203042
internal_count=3910 3606 1598 1359 1145 2008 1646
is_linear=0
shrinkage=0.00196078


Tree=8131
num_leaves=7
num_cat=0
split_feature=11 13 39 16 12 52
split_gain=2.62069e-05 2.41721e-05 4.65372e-05 3.82073e-05 3.48245e-05 5.39192e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.086935000000000012 -0.010284999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00022882815374576074 -0.0003026213196688078 -0.00038833943788666456 0.00035660477206021356 -0.00012954805791501867 -0.00027428293023662822 0.00040507263157300166
leaf_weight=0.0018564831578079316 0.0010122955953520219 0.0013119344047863944 0.00103663307488964 0.0015985732804270198 0.0012843672212675106 0.001327666238715168
leaf_count=389 304 230 387 512 1605 483
internal_value=0 3.13032e-05 -2.46035e-05 -9.61598e-05 -5.12297e-06 0.000113015
internal_weight=0 0.00841566 0.00655917 0.00552254 0.00421061 0.00292624
internal_count=3910 3606 3217 2830 2600 995
is_linear=0
shrinkage=0.00196078


Tree=8132
num_leaves=6
num_cat=0
split_feature=49 42 52 0 16
split_gain=9.17356e-06 2.46639e-05 3.72754e-05 2.97902e-05 3.6538e-05
threshold=-0.045004999999999996 0.091590000000000019 -0.074484999999999982 -0.083424999999999985 -0.27337499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=0.0059259462910069213 -0.014662102479991994 -0.016271046180932152 -0.0037111408356701606 -0.0050558080103914188 0.020171732094339236
leaf_weight=0.0019731153082281341 0.0012451641139879389 0.0010063790129055819 0.0010117960867818108 0.0018267403547637512 0.0017459666095999895
leaf_count=529 682 774 227 800 898
internal_value=0 -0.00181435 0.000681322 0.00484864 0.0114093
internal_weight=0 0.00683605 0.00582967 0.0045845 0.00275776
internal_count=3910 3381 2607 1925 1125
is_linear=0
shrinkage=0.1


Tree=8133
num_leaves=7
num_cat=0
split_feature=2 160 0 43 0 4
split_gain=9.91898e-06 3.22329e-05 2.94305e-05 2.91864e-05 2.52576e-05 5.10018e-05
threshold=0.086650000000000019 0.084835000000000008 -0.10575999999999998 -0.075819999999999985 -0.13506999999999997 -0.23071499999999998
decision_type=2 2 2 2 2 2
left_child=2 4 -1 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0093957402500194475 -0.010458818075849221 0.01706707442777658 -0.023610860793396787 -0.00054193597316496073 -0.0088681925033769534 0.019577601138677677
leaf_weight=0.0010432543301841183 0.0018236752387663004 0.0011924304265933288 0.0010014041043493981 0.0012124560997968329 0.0012939440978674984 0.0012289412579558671
leaf_count=179 325 343 558 886 248 1371
internal_value=0 0.00250273 -0.00445147 -0.0109768 -0.00149284 0.00498825
internal_weight=0 0.00553899 0.00325711 0.00221386 0.00434656 0.00252289
internal_count=3910 2287 1623 1444 1944 1619
is_linear=0
shrinkage=0.1


Tree=8134
num_leaves=6
num_cat=0
split_feature=0 47 13 15 48
split_gain=8.94062e-06 2.6647e-05 2.72748e-05 3.25435e-05 2.41861e-05
threshold=-0.017269999999999997 0.087850000000000025 -0.09547499999999999 1.0000000180025095e-35 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.016871666109297256 0.0060497833557057673 -0.011631057517712788 0.013688996632089005 -0.013813237552583424 -0.0059934002187119534
leaf_weight=0.0010055624129180632 0.0018791768000041486 0.0019502020714824474 0.0014416610011436567 0.0014014748715852868 0.001101210568703243
leaf_count=368 446 456 1001 1319 320
internal_value=0 -0.00173061 0.00217004 -0.00157796 0.00516538
internal_weight=0 0.00690011 0.00494991 0.00394435 0.00254287
internal_count=3910 3464 3008 2640 1321
is_linear=0
shrinkage=0.1


Tree=8135
num_leaves=6
num_cat=0
split_feature=1 47 3 4 2
split_gain=1.01572e-05 1.76511e-05 3.21978e-05 4.45469e-05 4.36463e-05
threshold=0.12730000000000002 0.09252500000000001 -0.069909999999999986 0.0057500000000000008 0.090695000000000012
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0029426128641963142 0.0087708362042482127 -0.012629450742598421 -0.0032329571805248553 0.019055444632038499 -0.022303303438935416
leaf_weight=0.0016910554141955764 0.001134316245807082 0.0011776639748555121 0.0019636278876405287 0.0016504214693164065 0.0011508404181416949
leaf_count=1584 345 340 540 321 780
internal_value=0 -0.00137071 0.000683055 0.00694545 -0.00728085
internal_weight=0 0.00763361 0.00645595 0.00361405 0.0028419
internal_count=3910 3565 3225 861 2364
is_linear=0
shrinkage=0.1


Tree=8136
num_leaves=8
num_cat=0
split_feature=11 160 133 43 2 4 16
split_gain=2.69689e-05 2.69121e-05 2.89258e-05 4.22313e-05 4.99501e-05 3.50143e-05 2.30137e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.087895000000000015 -0.06705499999999999 1.0000000180025095e-35 0.080255000000000007 -0.0092949999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=4.2700248844545516e-05 -0.00030485186219575378 -0.0002681095768692442 -0.00022147328007456497 -1.120351604440301e-05 0.00063688259105098492 -0.00024387841064266687 0.00034318808573550975
leaf_weight=0.0010815641389992684 0.0010464339500386105 0.0010376227652760138 0.0011294747469138113 0.0017709401238030094 0.0010942969559213892 0.0014345157748937407 0.0011698890470119364
leaf_count=344 304 362 816 854 564 314 352
internal_value=0 2.82831e-05 6.83243e-05 0.000118287 0.00034153 7.26887e-06 0.000129777
internal_weight=0 0.0087183 0.00768068 0.00655121 0.00217586 0.00437534 0.00294083
internal_count=3910 3606 3244 2428 908 1520 1206
is_linear=0
shrinkage=0.00196078


Tree=8137
num_leaves=8
num_cat=0
split_feature=376 1 52 13 457 12 16
split_gain=3.79834e-05 5.01022e-05 6.00327e-05 4.55379e-05 4.19238e-05 5.0779e-05 3.62421e-05
threshold=0.048375000000000008 0.12730000000000002 0.10218500000000001 -0.091849999999999987 0.082870000000000013 0.093125000000000013 -0.084184999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
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leaf_weight=0.0018279240310779474 0.0010096374776962019 0.0010133818178952739 0.0010803961927739981 0.0011454792479177254 0.0011073601555624635 0.0010886518373332118 0.0016254592140682702
leaf_count=359 206 288 659 465 200 642 1091
internal_value=0 -4.08857e-05 -9.3693e-05 -2.5429e-05 -0.000122807 -0.000219298 -0.00036027
internal_weight=0 0.00888865 0.00787527 0.00679487 0.00496695 0.00385959 0.00277094
internal_count=3910 3704 3416 2757 2398 2198 1556
is_linear=0
shrinkage=0.00196078


Tree=8138
num_leaves=6
num_cat=0
split_feature=11 2 1 52 0
split_gain=2.04032e-05 1.93158e-05 2.72119e-05 2.5373e-05 2.43309e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.090355000000000005 -0.081429999999999989 -0.11756999999999999
decision_type=2 2 2 2 2
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leaf_value=-0.00028462058522276258 -0.00026957018546124424 0.00037065883910908495 6.6695073293613621e-05 -0.00012318450466994297 0.00019185440677744529
leaf_weight=0.001494674064320575 0.0010010564988349084 0.0010851797561561172 0.0019582050065110406 0.0019329055776135663 0.0018394807492752058
leaf_count=1336 304 433 672 310 855
internal_value=0 2.67408e-05 -8.53816e-05 0.00010644 3.04339e-05
internal_weight=0 0.00831045 0.00345288 0.00485757 0.00377239
internal_count=3910 3606 2008 1598 1165
is_linear=0
shrinkage=0.00196078


Tree=8139
num_leaves=8
num_cat=0
split_feature=11 4 2 4 13 3 3
split_gain=3.68808e-05 3.52673e-05 7.16802e-05 6.71838e-05 2.8087e-05 4.36946e-05 7.14143e-05
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decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -7
right_child=-2 4 -4 -5 5 6 -8
leaf_value=-0.00029626554800699746 -0.00036589956767519839 0.00018766682146661512 0.00061446366248815775 0.000262094862545541 -0.00047563038235441955 0.000348244157533606 -0.00034770638231475573
leaf_weight=0.0014658233198952372 0.0010003255427111146 0.0010733436982699623 0.0010115399792835445 0.0019055494477823493 0.0012126438693001655 0.0010870793577655909 0.0011846127668804773
leaf_count=546 282 415 286 1537 613 134 97
internal_value=0 3.10996e-05 0.00015668 1.9328e-05 -8.96657e-05 -0.000175098 -1.46712e-05
internal_weight=0 0.00894059 0.00438291 0.00337137 0.00455768 0.00348434 0.00227169
internal_count=3910 3628 2369 2083 1259 844 231
is_linear=0
shrinkage=0.00196078


Tree=8140
num_leaves=6
num_cat=0
split_feature=52 0 1 2 0
split_gain=9.89191e-06 2.51563e-05 4.38646e-05 4.11215e-05 4.59112e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.099015000000000006 -0.084304999999999977
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
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leaf_count=1118 647 378 429 451 887
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internal_weight=0 0.00767067 0.00603287 0.00416835 0.00313213
internal_count=3910 3263 2885 2456 2005
is_linear=0
shrinkage=0.1


Tree=8141
num_leaves=6
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split_feature=47 13 51 0 4
split_gain=1.13987e-05 2.2309e-05 2.15301e-05 3.80737e-05 4.24876e-05
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decision_type=2 2 2 2 2
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leaf_count=299 290 329 412 625 1955
internal_value=0 -0.00169837 0.000979648 0.00376011 -0.0027769
internal_weight=0 0.00729561 0.0059096 0.0048751 0.00315099
internal_count=3910 3620 3321 2909 2580
is_linear=0
shrinkage=0.1


Tree=8142
num_leaves=8
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split_feature=11 3 3 49 49 0 2
split_gain=2.74048e-05 2.00215e-05 2.63932e-05 2.6479e-05 3.8067e-05 4.10843e-05 5.00592e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00028007939536285907 -0.00030939369973862418 -0.00028128194011313651 -0.00016205393775891718 0.00011634081282466485 -0.00016232602552096378 -8.6831800165299927e-05 0.0007119892374866432
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leaf_count=222 304 1646 373 342 449 150 424
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internal_weight=0 0.00840611 0.00732051 0.00619361 0.00447656 0.00320258 0.00218414
internal_count=3910 3606 3384 1738 1365 916 766
is_linear=0
shrinkage=0.00196078


Tree=8143
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split_feature=1 457 4 2 3 52
split_gain=1.01547e-05 1.7436e-05 2.24558e-05 3.99336e-05 4.47227e-05 2.11559e-05
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decision_type=2 2 2 2 2 2
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leaf_count=701 345 311 1004 874 115 560
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internal_weight=0 0.00766449 0.00644965 0.00382108 0.00221596 0.00262856
internal_count=3910 3565 3254 1993 989 1261
is_linear=0
shrinkage=0.1


Tree=8144
num_leaves=7
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split_feature=47 49 16 52 4 16
split_gain=1.00084e-05 1.94357e-05 5.26183e-05 4.16459e-05 5.33021e-05 3.92333e-05
threshold=0.10436500000000001 1.0000000180025095e-35 -0.15168999999999996 -0.048794999999999991 -0.077679999999999985 0.050115000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013036941644472885 0.0015072876650141761 0.0011145561873944646 0.0010995228327430762 0.0015615547190413956 0.001068755233680491 0.0011338720771621145
leaf_count=418 290 751 367 882 785 417
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internal_weight=0 0.00728196 0.0061674 0.0048637 0.00263031 0.00223339
internal_count=3910 3620 2869 2451 1667 784
is_linear=0
shrinkage=0.1


Tree=8145
num_leaves=7
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split_feature=157 160 42 42 0 2
split_gain=1.46518e-05 6.57155e-05 3.26844e-05 3.49948e-05 4.41405e-05 8.16477e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.14293499999999998 0.086875000000000022
decision_type=2 2 2 2 2 2
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leaf_value=0.00021829915188442149 -0.00045854159293092791 -0.00023902218702147757 -5.7201712444149374e-05 -0.00020372098412376917 -0.00011257017477840152 0.00058427958686351866
leaf_weight=0.0010140257506089214 0.001186586060935137 0.001315767909212423 0.0018379843638909928 0.0011448544704941678 0.0010094479562248785 0.0017975791035838326
leaf_count=587 813 875 247 586 422 380
internal_value=0 -3.13919e-05 3.99388e-05 0.000103334 0.000179013 0.000333682
internal_weight=0 0.00829222 0.00710563 0.00578987 0.00464501 0.00280703
internal_count=3910 3323 2510 1635 1049 802
is_linear=0
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Tree=8146
num_leaves=7
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split_feature=11 16 2 43 16 13
split_gain=1.96308e-05 2.55417e-05 5.95992e-05 6.90346e-05 5.77298e-05 3.25974e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
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leaf_weight=0.001116318368952293 0.0010018632831083731 0.0014538038836499761 0.0019150076134749408 0.0010121726170584221 0.0012082145911453427 0.0016327346783894265
leaf_count=371 304 552 585 462 1149 487
internal_value=0 2.63678e-05 6.90341e-05 -3.79667e-05 7.06008e-05 -9.20221e-05
internal_weight=0 0.00833825 0.00722193 0.00530693 0.00429475 0.00284095
internal_count=3910 3606 3235 2650 2188 1636
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Tree=8147
num_leaves=7
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split_feature=13 39 0 151 43 2
split_gain=1.00872e-05 2.47777e-05 2.37408e-05 3.58695e-05 3.42518e-05 5.14449e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00764485 0.00656421 0.00531957 0.00403483 0.00272776
internal_count=3910 3700 3281 2813 2343 1511
is_linear=0
shrinkage=0.1


Tree=8148
num_leaves=8
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split_feature=42 160 12 1 13 16 1
split_gain=2.201e-05 3.57713e-05 5.04049e-05 7.66332e-05 6.58889e-05 3.47957e-05 5.00846e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=440 944 325 466 417 365 493 460
internal_value=0 2.68317e-05 7.33257e-05 0.000142268 0.000450615 -8.54067e-06 -0.000158401
internal_weight=0 0.00850445 0.00750167 0.00633593 0.00208102 0.00425491 0.00248202
internal_count=3910 3470 3145 2679 1309 1370 953
is_linear=0
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Tree=8149
num_leaves=7
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split_feature=42 51 12 0 16 4
split_gain=9.25816e-06 2.62705e-05 3.06075e-05 5.45536e-05 2.36586e-05 4.51618e-05
threshold=-0.089744999999999978 -0.07742499999999998 0.098595000000000016 -0.074249999999999997 -0.27337499999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2
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leaf_count=452 582 349 420 509 1385 213
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internal_weight=0 0.00778261 0.00658806 0.00554187 0.00410478 0.00266233
internal_count=3910 3458 2876 2456 1947 1598
is_linear=0
shrinkage=0.1


Tree=8150
num_leaves=6
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split_feature=4 12 3 2 1
split_gain=1.04853e-05 2.33257e-05 2.95698e-05 2.6637e-05 2.74702e-05
threshold=0.28937500000000005 -0.023959999999999995 0.11476000000000001 0.09116500000000001 0.090355000000000005
decision_type=2 2 2 2 2
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leaf_value=-0.015106311606123463 0.0084090328759693581 -0.0057474291919526344 0.014770807708686532 -0.012524343943785829 0.012115241067530605
leaf_weight=0.0010739196283031426 0.0012558447437321157 0.001839719324556994 0.0012282667178023466 0.0017516283201424038 0.0016182022927340317
leaf_count=317 426 1529 136 1017 485
internal_value=0 -0.00146267 0.00081328 -0.00247752 0.00261176
internal_weight=0 0.00751174 0.00643782 0.00520955 0.00345792
internal_count=3910 3484 3167 3031 2014
is_linear=0
shrinkage=0.1


Tree=8151
num_leaves=7
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split_feature=160 133 16 16 160 16
split_gain=1.00752e-05 3.14678e-05 2.91149e-05 2.84381e-05 5.5851e-05 2.05278e-05
threshold=0.087825000000000014 0.087895000000000015 0.15100500000000003 -0.083564999999999987 -0.026849999999999995 -0.42360999999999993
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00758327 0.00653856 0.00500458 0.00208747 0.00291711
internal_count=3910 3483 2654 2215 1190 1025
is_linear=0
shrinkage=0.1


Tree=8152
num_leaves=8
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split_feature=16 15 15 160 133 16 52
split_gain=9.22498e-06 5.64462e-05 4.36047e-05 4.18117e-05 9.24589e-05 4.6396e-05 4.23708e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00756125 0.00655018 0.00538126 0.00435476 0.00328271 0.00212682
internal_count=3910 3618 3141 2793 2357 1468 634
is_linear=0
shrinkage=0.1


Tree=8153
num_leaves=7
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split_feature=4 12 3 160 2 1
split_gain=1.00171e-05 1.79329e-05 2.86329e-05 2.48203e-05 4.81992e-05 3.34235e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00745501 0.00638875 0.00516836 0.00413232 0.00260565
internal_count=3910 3484 3167 3031 2032 1289
is_linear=0
shrinkage=0.1


Tree=8154
num_leaves=7
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split_feature=11 48 0 2 3 12
split_gain=2.95652e-05 2.40307e-05 9.53605e-05 4.00391e-05 4.00949e-05 4.0021e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00864239 0.00264749 0.0059949 0.00483677 0.00371335
internal_count=3910 3606 705 2901 2480 2323
is_linear=0
shrinkage=0.00196078


Tree=8155
num_leaves=7
num_cat=0
split_feature=0 16 457 3 2 0
split_gain=1.01201e-05 1.69149e-05 1.96118e-05 2.7665e-05 7.1271e-05 6.90885e-06
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00706325 0.00571764 0.00471315 0.00313869 0.00207486
internal_count=3910 3516 3013 2709 2450 1656
is_linear=0
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Tree=8156
num_leaves=7
num_cat=0
split_feature=484 1 43 12 3 48
split_gain=9.70378e-06 2.40532e-05 3.05362e-05 4.26448e-05 4.02396e-05 3.17021e-05
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decision_type=2 2 2 2 2 2
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leaf_count=250 503 337 993 1348 245 234
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internal_weight=0 0.00753384 0.00624283 0.00523024 0.00349916 0.00231205
internal_count=3910 3407 3070 2820 1472 479
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Tree=8157
num_leaves=7
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split_feature=13 43 2 1 2 13
split_gain=1.12059e-05 2.11523e-05 2.07426e-05 2.623e-05 2.7119e-05 1.38816e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00765369 0.00548441 0.003662 0.00207568 0.00216927
internal_count=3910 3689 2071 980 481 1618
is_linear=0
shrinkage=0.1


Tree=8158
num_leaves=8
num_cat=0
split_feature=157 160 42 160 15 2 4
split_gain=1.82736e-05 6.95673e-05 4.2285e-05 3.2143e-05 3.28389e-05 8.42666e-05 4.10632e-05
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decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
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leaf_weight=0.0010227698550155052 0.0011852284303646293 0.0013026720208422259 0.0012530632852779757 0.001145439302290472 0.0010761607540992156 0.0012793085456401696 0.001043161637027888
leaf_count=587 813 875 280 290 584 317 164
internal_value=0 -3.2368e-05 4.10433e-05 0.000112775 0.000185226 0.000285262 0.000525142
internal_weight=0 0.00828503 0.00709981 0.00579713 0.00465169 0.00339863 0.00211932
internal_count=3910 3323 2510 1635 1345 1065 748
is_linear=0
shrinkage=0.00196078


Tree=8159
num_leaves=7
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split_feature=11 13 39 16 12 52
split_gain=3.00939e-05 2.19053e-05 5.22869e-05 3.99152e-05 3.96106e-05 6.05464e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.086935000000000012 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00022271910758260021 -0.00032671258446503653 -0.00039736612446553447 0.00038241294348885903 -0.00013777798146964937 -0.0002937190819329472 0.00043267416184691827
leaf_weight=0.0018261392739433733 0.0010018136388716152 0.0012987055749183601 0.0010399188707779315 0.0015627671341592779 0.0012576127761829018 0.0013191657209558208
leaf_count=389 304 230 387 512 1605 483
internal_value=0 3.30433e-05 -2.04246e-05 -9.74564e-05 -3.36531e-06 0.000123339
internal_weight=0 0.00830431 0.00647817 0.00543825 0.00413955 0.00288193
internal_count=3910 3606 3217 2830 2600 995
is_linear=0
shrinkage=0.00196078


Tree=8160
num_leaves=8
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split_feature=15 16 52 16 3 15 1
split_gain=9.95684e-06 5.32255e-05 4.27872e-05 5.57626e-05 3.46601e-05 3.1577e-05 7.52493e-05
threshold=-0.16430499999999995 -0.30307999999999996 0.10303500000000002 0.26538000000000006 0.090325000000000003 -0.0063699999999999989 0.076710000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
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leaf_value=0.0085467651312720102 -0.022453175162066116 -0.014597504544733728 0.021008423315628137 -0.021588803930381026 0.019498557027796293 -0.012389853441157441 0.024877610077620651
leaf_weight=0.0011697557076305884 0.0010330220860972359 0.0011743671493098726 0.0010001736259397679 0.0011021418222105636 0.0010418866285806447 0.0011124030126093446 0.0010562679105674917
leaf_count=445 304 816 555 426 159 736 469
internal_value=0 -0.00137084 0.00198629 -0.00148104 0.00357301 -0.00139033 0.00576155
internal_weight=0 0.00752026 0.00648724 0.00548707 0.00438492 0.00334304 0.00216867
internal_count=3910 3465 3161 2606 2180 2021 1205
is_linear=0
shrinkage=0.1


Tree=8161
num_leaves=8
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split_feature=11 160 13 39 4 2 3
split_gain=2.07294e-05 2.29426e-05 2.49411e-05 4.37325e-05 3.49768e-05 5.0574e-05 2.17738e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.005105000000000001 -0.032604999999999995 0.10705000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00027780163989470308 -0.00026511433597296033 -0.00024865096233179476 -0.00029213037506295686 0.00037501828218013925 2.2727944481747936e-05 -0.00030831371986172188 0.00042424927268676252
leaf_weight=0.0016548846729252022 0.0010419903602323479 0.0010163829875350161 0.0017680143337694665 0.001016388874003891 0.0010143378758741932 0.0010004109864950607 0.0010638460868616197
leaf_count=346 304 362 1413 351 793 242 99
internal_value=0 2.7844e-05 6.52248e-05 5.2231e-06 -7.23271e-05 5.39042e-05 0.000228271
internal_weight=0 0.00853427 0.00751788 0.005863 0.00484661 0.00307859 0.00207818
internal_count=3910 3606 3244 2898 2547 1134 892
is_linear=0
shrinkage=0.00196078


Tree=8162
num_leaves=8
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split_feature=11 160 133 43 43 4 4
split_gain=2.63721e-05 2.25681e-05 2.28322e-05 3.32993e-05 4.40936e-05 2.73478e-05 3.14064e-05
threshold=1.0000000180025095e-35 0.087825000000000014 0.087895000000000015 -0.06705499999999999 -0.13719999999999996 0.080255000000000007 -0.06272999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=2.8488117515393462e-05 -0.0003050070470528623 -0.00021626058906813595 -0.00019422140093273103 -9.2932223271998706e-05 0.00059916346791273536 -0.00021290178770287611 0.00033601556780350723
leaf_weight=0.0010190477213706675 0.0010083322398556751 0.0012146066477276077 0.0010485011529665616 0.0012601212348284483 0.0010640979767986359 0.0013495524220222838 0.001369423053188944
leaf_count=201 304 408 803 749 697 312 436
internal_value=0 3.07502e-05 7.29428e-05 0.00011915 0.000319997 1.4003e-05 0.000130457
internal_weight=0 0.00832535 0.00711074 0.00606224 0.00208315 0.0039791 0.00262954
internal_count=3910 3606 3198 2395 898 1497 1185
is_linear=0
shrinkage=0.00196078


Tree=8163
num_leaves=8
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split_feature=52 13 150 47 4 43 1
split_gain=1.15445e-05 2.59536e-05 2.76427e-05 4.28542e-05 4.60588e-05 9.9403e-06 8.30843e-06
threshold=0.11401500000000002 -0.23438999999999996 0.087235000000000021 0.09252500000000001 -0.034289999999999994 -0.0037249999999999996 0.091035000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.016351576592702526 -0.0094823083407911436 -0.0098144507816623726 -0.015797874778447903 -0.013785490893980954 0.011146587105683843 0.0038009461005074894 0.023917649744900977
leaf_weight=0.0010026919879012981 0.001126797243911932 0.0011284991860681919 0.0010494259086781905 0.0013221781612479345 0.0010025424383861901 0.0010216683554818726 0.0010356214606452802
leaf_count=169 647 843 322 305 726 589 309
internal_value=0 0.00136755 -0.00092277 0.00191006 0.00686485 -0.00334499 0.0176358
internal_weight=0 0.00756263 0.00655994 0.00551051 0.00418833 0.00215017 0.00203816
internal_count=3910 3263 3094 2772 2467 1432 1035
is_linear=0
shrinkage=0.1


Tree=8164
num_leaves=8
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split_feature=11 4 4 48 0 43 16
split_gain=7.03275e-05 4.33352e-05 4.46711e-05 3.49374e-05 5.64161e-05 4.81238e-05 5.46589e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 6 -8
leaf_value=3.0611741980995168e-05 -0.00049761514458064799 -0.00048548093786635927 0.00054170373442019386 -0.00014072960229924385 0.00046445438810337853 -0.0002269744038613844 0.0003241298571713487
leaf_weight=0.0014714168842803006 0.0010072183959997207 0.0011639792211591646 0.0011886068954937053 0.001229277908620513 0.0011427824332827276 0.0017897960463713922 0.0011279801257466685
leaf_count=192 279 760 499 98 534 1137 411
internal_value=0 4.83851e-05 0.000258988 -3.84177e-05 0.000150829 -0.000148396 -1.39236e-05
internal_weight=0 0.00911384 0.00266002 0.00645382 0.00237206 0.00408176 0.00291778
internal_count=3910 3631 691 2940 632 2308 1548
is_linear=0
shrinkage=0.00196078


Tree=8165
num_leaves=8
num_cat=0
split_feature=16 15 15 160 133 16 2
split_gain=9.84761e-06 4.92955e-05 3.60982e-05 3.61861e-05 8.11762e-05 4.26749e-05 3.40046e-05
threshold=-0.50388999999999984 -0.11739999999999999 -0.091024999999999981 1.0000000180025095e-35 1.0000000180025095e-35 -0.013279999999999998 0.086875000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.0084997290605928928 -0.021967839575121929 0.017837621625801266 -0.0053073476444383625 -0.018513926918853032 -0.0216407073928893 0.0054900969421328421 0.030837714187394401
leaf_weight=0.0011689903335386767 0.0010061630573189083 0.0011564667786716464 0.0011555451811489856 0.0010276266359964918 0.0010640386843833397 0.0010247592749801501 0.0010945546928648896
leaf_count=292 477 348 834 436 889 265 369
internal_value=0 -0.00136534 0.00181257 -0.00164077 0.00235547 0.0101521 0.0185813
internal_weight=0 0.00752915 0.00652299 0.00536652 0.0043389 0.00327486 0.00211931
internal_count=3910 3618 3141 2793 2357 1468 634
is_linear=0
shrinkage=0.1


Tree=8166
num_leaves=7
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split_feature=4 0 48 42 13 16
split_gain=1.04683e-05 1.56519e-05 4.73391e-05 3.27488e-05 3.51094e-05 3.73668e-06
threshold=0.28937500000000005 -0.14867499999999997 0.081315000000000012 0.084100000000000022 0.0024700000000000004 -0.008069999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.010108067053457216 0.0084391173038462688 0.014601770467213022 0.019579070029305271 -0.015489349803193228 -0.01161532206990583 0.0060001537662157855
leaf_weight=0.0016324499615963444 0.0012479347196314352 0.0010107769581274681 0.0011067287739606572 0.0015184858517615016 0.0011449008070836394 0.0010093865105241617
leaf_count=250 426 594 590 1311 477 262
internal_value=0 -0.00145975 0.000978464 -0.00341688 0.00237506 0.0103039
internal_weight=0 0.00742273 0.00579028 0.00468355 0.00316506 0.00202016
internal_count=3910 3484 3234 2644 1333 856
is_linear=0
shrinkage=0.1


Tree=8167
num_leaves=8
num_cat=0
split_feature=47 4 4 3 2 13 2
split_gain=1.82807e-05 3.2602e-05 4.36904e-05 3.6359e-05 3.24397e-05 5.89654e-05 0.000126286
threshold=0.11669500000000001 0.24280000000000004 -0.0010999999999999996 0.0039000000000000003 0.084235000000000018 0.0015650000000000002 0.097360000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0003634837693574347 -0.00025296328784457834 0.00026480325132928164 -0.00053314228566213697 -3.8077551771426389e-05 -0.00069970065818064544 0.00034831858537216651 0.00027431874736406041
leaf_weight=0.001143251868415554 0.0010113141614374816 0.0017415054747369485 0.0010093616921360727 0.0013113714419567025 0.0010348666656103047 0.0010795193555715047 0.001012487150451682
leaf_count=766 179 512 574 153 996 409 321
internal_value=0 2.61998e-05 -3.68465e-05 -0.000253397 8.08448e-05 -2.2494e-05 -0.000218014
internal_weight=0 0.00833236 0.00659086 0.00232073 0.00427013 0.00312687 0.00204735
internal_count=3910 3731 3219 727 2492 1726 1317
is_linear=0
shrinkage=0.00196078


Tree=8168
num_leaves=6
num_cat=0
split_feature=52 0 1 1 15
split_gain=9.23124e-06 2.39854e-05 4.47616e-05 4.11645e-05 8.75536e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.095575000000000007 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.021823721150713071 -0.0084886036197856542 0.012046139842980365 -0.014687314898702298 0.020748293757687834 0.012702439075584944
leaf_weight=0.0012749114707056161 0.0011241034163478221 0.001610999881169692 0.0018361958897830039 0.0010902138803587074 0.0017326580642642439
leaf_count=1014 647 378 429 270 1172
internal_value=0 0.00122509 -0.00171269 0.00410118 -0.00193323
internal_weight=0 0.00754498 0.00593398 0.00409778 0.00300757
internal_count=3910 3263 2885 2456 2186
is_linear=0
shrinkage=0.1


Tree=8169
num_leaves=6
num_cat=0
split_feature=4 13 0 0 49
split_gain=9.49059e-06 1.74883e-05 2.68938e-05 3.30912e-05 2.25485e-05
threshold=0.28937500000000005 -0.13934999999999997 -0.017269999999999997 -0.082604999999999998 -0.010424999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011950597629006332 0.0080349179132118507 -0.0064919421450443235 0.014385555123400715 -0.014490549803053738 0.010086259721519698
leaf_weight=0.0012942673190416004 0.0012481666312129241 0.0014099335092214683 0.0011829153261853761 0.0015519013443185022 0.0019622638886701189
leaf_count=225 426 330 309 1319 1301
internal_value=0 -0.00139159 0.000846189 -0.00240637 0.00315483
internal_weight=0 0.00740128 0.00610701 0.0049241 0.0033722
internal_count=3910 3484 3259 2950 1631
is_linear=0
shrinkage=0.1


Tree=8170
num_leaves=6
num_cat=0
split_feature=49 42 3 4 15
split_gain=1.03387e-05 2.31077e-05 3.22943e-05 3.59313e-05 3.699e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 -0.11399999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=0.006414527243452664 0.011515095955007642 -0.016063419723722539 0.011401654930677513 0.0060992624631982344 -0.019713068144163973
leaf_weight=0.001933302444680692 0.0010795840781336235 0.0016810777276502565 0.0017095744346794432 0.001026783821668477 0.0012087226106393283
leaf_count=529 529 1498 653 347 354
internal_value=0 -0.00188575 -0.0044572 0.000488449 -0.00785728
internal_weight=0 0.00670574 0.00562616 0.00394508 0.00223551
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=8171
num_leaves=7
num_cat=0
split_feature=42 160 160 43 16 15
split_gain=8.97927e-06 2.92418e-05 2.40232e-05 3.27997e-05 2.69578e-05 2.13115e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.055679999999999993 -0.097794999999999979
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.0071972778975199977 -0.010232812153036534 0.021166912866298106 -0.0084057773667113034 -0.00098847773789411558 -0.010660500470326684 0.019432772385439834
leaf_weight=0.0014521247549361144 0.0016550860591511207 0.0013528484011872286 0.0010862462801832342 0.0010298591068373269 0.0010353164760348726 0.0010143914371069517
leaf_count=1060 1040 419 332 179 339 541
internal_value=0 0.0014255 0.00492191 0.0081881 0.00248654 0.00914489
internal_weight=0 0.00717375 0.00551866 0.00443242 0.00307957 0.00204425
internal_count=3910 2850 1810 1478 1059 720
is_linear=0
shrinkage=0.1


Tree=8172
num_leaves=7
num_cat=0
split_feature=1 13 4 3 0 12
split_gain=9.34024e-06 2.54767e-05 3.24895e-05 4.08946e-05 2.37221e-05 2.0628e-05
threshold=0.088010000000000019 -0.0024749999999999993 0.022820000000000003 0.11265500000000002 -0.084074999999999997 0.091405000000000014
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6
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leaf_value=-0.015102803835049734 0.012096803611342202 -0.016707033920590541 0.018024630888044225 -0.0099708285656980138 -0.0072857997765622632 0.011464150875206476
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internal_weight=0 0.00502415 0.00317636 0.00209084 0.00358811 0.00234727
internal_count=3910 1585 624 273 2325 1112
is_linear=0
shrinkage=0.1


Tree=8173
num_leaves=6
num_cat=0
split_feature=150 15 16 4 1
split_gain=9.18155e-06 2.22121e-05 3.14586e-05 2.91077e-05 3.28791e-05
threshold=0.084800000000000014 -0.038029999999999987 -0.055679999999999993 -0.034289999999999994 0.078675000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00036370878651781455 0.0072628409872245048 0.0057601003181296673 -0.021590981820126157 0.016046515113051149 -0.016535726269487898
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internal_value=0 -0.00148662 -0.00797948 0.00329335 -0.00224345
internal_weight=0 0.00715694 0.00303472 0.00412222 0.00287433
internal_count=3910 3452 1431 2021 1655
is_linear=0
shrinkage=0.1


Tree=8174
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.06508e-05 1.98819e-05 1.69484e-05 3.10401e-05 2.74757e-05 3.15252e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.088439999999999977 -0.063614999999999991 -0.19631499999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015155147992523658 0.0010256243018769945 0.0012229437619396082 0.0011798184081806126 0.001137023941994758 0.0011997773672766123 0.0013052044061216365
leaf_count=1913 278 95 571 132 418 503
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internal_weight=0 0.00273846 0.00584745 0.00466763 0.00364201 0.00244223
internal_count=3910 2008 1902 1331 1053 635
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shrinkage=0.1


Tree=8175
num_leaves=7
num_cat=0
split_feature=13 43 2 16 15 13
split_gain=1.1015e-05 2.1313e-05 2.02784e-05 2.06504e-05 1.95046e-05 1.32166e-05
threshold=0.17936000000000002 -0.053009999999999995 0.089910000000000004 -0.063614999999999991 -0.095799999999999982 -0.071149999999999977
decision_type=2 2 2 2 2 2
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leaf_count=965 221 1097 214 456 330 627
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internal_weight=0 0.00756196 0.00541907 0.00361619 0.0020803 0.00214289
internal_count=3910 3689 2097 1000 544 1592
is_linear=0
shrinkage=0.1


Tree=8176
num_leaves=6
num_cat=0
split_feature=42 133 49 1 4
split_gain=1.05559e-05 2.42417e-05 4.25204e-05 3.38399e-05 4.68067e-05
threshold=0.091955000000000023 0.065880000000000008 -0.0057999999999999987 0.11198000000000001 -0.0010999999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
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leaf_weight=0.0016782210341403769 0.0012059754487317538 0.0013887226613717926 0.001854261414024007 0.0013747624339370702 0.0010608311762393557
leaf_count=415 843 920 1131 269 332
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internal_weight=0 0.0073568 0.00596808 0.00428986 0.00291509
internal_count=3910 3067 2147 1732 1463
is_linear=0
shrinkage=0.1


Tree=8177
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 1 13
split_gain=1.43424e-05 5.10684e-05 3.42175e-05 3.61943e-05 4.19863e-05 3.91429e-05 3.77689e-05
threshold=-0.054834999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.10462499999999998 0.10113500000000002 -0.084184999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
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leaf_value=0.00021799626704254105 -0.00041399733148255683 -0.00025583914814719341 -0.00029368240655520012 -0.0002149258175317022 9.5208481010090862e-05 0.00022586431488973673 0.00059827604415051627
leaf_weight=0.0010010167000022536 0.0011478529566091291 0.0012910409747155351 0.0010391749235582827 0.0011381359735948378 0.0010819808856797827 0.0012028753279115277 0.0012215768086807749
leaf_count=590 812 875 137 586 330 207 373
internal_value=0 -3.07497e-05 3.23221e-05 9.77768e-05 0.000176072 -1.4942e-05 0.000361985
internal_weight=0 0.00812264 0.00697478 0.00568374 0.00454561 0.00224205 0.00230356
internal_count=3910 3320 2508 1633 1047 344 703
is_linear=0
shrinkage=0.00196078


Tree=8178
num_leaves=6
num_cat=0
split_feature=1 47 48 0 0
split_gain=1.09911e-05 1.67287e-05 4.17496e-05 4.96277e-05 1.61124e-05
threshold=0.076710000000000014 0.09252500000000001 0.086215000000000014 -0.087614999999999985 0.047345000000000005
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.012157064463141447 0.02168324140902346 -0.0060718926748152165 -0.010179028775319352 -0.0051483030546046991 0.0032869517679113402
leaf_weight=0.0015101659214589093 0.0019241651533753539 0.00165402249124831 0.0011733692838176279 0.001074162448451751 0.0012222540854848359
leaf_count=1913 440 328 263 871 95
internal_value=0 0.00243836 0.00581257 0.0120707 -0.00524872
internal_weight=0 0.00582572 0.0041717 0.00299833 0.00273242
internal_count=3910 1902 1574 1311 2008
is_linear=0
shrinkage=0.1


Tree=8179
num_leaves=7
num_cat=0
split_feature=52 160 13 13 3 4
split_gain=1.12089e-05 2.75173e-05 2.16594e-05 2.9991e-05 3.69581e-05 2.01499e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.0024700000000000004 -0.16277999999999995 -0.077689999999999995 -0.0031049999999999997
decision_type=2 2 2 2 2 2
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right_child=1 2 -4 4 -6 -7
leaf_value=-0.0040765117129521857 -0.01748646633667119 -0.010094699050603815 -0.011858977312490972 0.024273467666905385 -7.0879850445937058e-05 0.012711307597419581
leaf_weight=0.0013133154612288999 0.0010181272794483427 0.0010216450193409987 0.0010642712398869353 0.0010766374769502307 0.001482033437832769 0.0015692638080298574
leaf_count=807 924 127 326 835 508 383
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internal_weight=0 0.00566271 0.00464459 0.00358032 0.00255867 0.00288258
internal_count=3910 2720 1796 1470 1343 1190
is_linear=0
shrinkage=0.1


Tree=8180
num_leaves=8
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split_feature=11 52 2 1 12 1 15
split_gain=2.73402e-05 2.25678e-05 4.28395e-05 2.78224e-05 5.38432e-05 3.48846e-05 5.21238e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.086915000000000006 0.088010000000000019 0.086935000000000012 0.096035000000000023 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 5 -6 6 -8
leaf_value=-9.6239534426693164e-05 -0.00031202587849023201 8.6743842462309271e-05 0.00044296625344814039 0.00036703352795177573 -0.00049827139138254161 0.00016822780619454422 -0.00039223175939172289
leaf_weight=0.0010485144193354587 0.0010162896493891129 0.0012464833177297269 0.0012322605326474975 0.0010950580714430315 0.0011750697221599691 0.0016532277963349916 0.0010388847213040932
leaf_count=300 304 682 543 350 1020 428 283
internal_value=0 2.82844e-05 0.000195083 -3.29892e-05 -0.000197137 7.19689e-05 -4.80532e-05
internal_weight=0 0.0084895 0.00228077 0.00620872 0.00242155 0.00378717 0.00269211
internal_count=3910 3606 843 2763 1702 1061 711
is_linear=0
shrinkage=0.00196078


Tree=8181
num_leaves=6
num_cat=0
split_feature=42 160 42 0 15
split_gain=9.30426e-06 2.09794e-05 2.32216e-05 2.82889e-05 5.14862e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.14293499999999998 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0073492891285486077 -0.0084516854009971335 -0.0022898870770132747 -0.0086358049975963618 0.031966643315297333 0.0032781225683211376
leaf_weight=0.0014399393993897603 0.0016407171517744167 0.0017232298672975122 0.0010877371132166158 0.0010079165308298733 0.0016490688760249349
leaf_count=1060 1040 258 610 390 552
internal_value=0 0.00146571 0.00444153 0.00768902 0.014161
internal_weight=0 0.00710867 0.00546795 0.00438022 0.00265699
internal_count=3910 2850 1810 1200 942
is_linear=0
shrinkage=0.1


Tree=8182
num_leaves=7
num_cat=0
split_feature=484 133 3 3 4 2
split_gain=1.03968e-05 2.42735e-05 3.12361e-05 5.67277e-05 3.27009e-05 6.05629e-05
threshold=0.073820000000000011 -1.0000000180025095e-35 -0.08824499999999999 -0.015064999999999997 0.0057500000000000008 0.10648500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.015865654515416501 0.0088740581042988792 -0.011668398586474168 0.021838319049819616 -0.013704120337169851 0.023641925023120472 -0.01061561738118052
leaf_weight=0.0010010062527208985 0.0011399499889839949 0.0015138901777790835 0.0013922979428768367 0.0014227135119594127 0.0010018988114137094 0.0010641901204719016
leaf_count=976 503 582 1217 297 145 190
internal_value=0 -0.00138563 0.000880927 0.00477314 -0.00203716 0.00599673
internal_weight=0 0.007396 0.00639499 0.0048811 0.0034888 0.00206609
internal_count=3910 3407 2431 1849 632 335
is_linear=0
shrinkage=0.1


Tree=8183
num_leaves=7
num_cat=0
split_feature=4 151 16 15 16 12
split_gain=1.81443e-05 2.33308e-05 3.34268e-05 4.03248e-05 3.12302e-05 8.42192e-06
threshold=0.28937500000000005 -0.016164999999999995 -0.089864999999999987 -0.038029999999999987 0.10994000000000002 0.085515000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.00018931322102501091 0.00020840669165199461 -0.00042661008610004491 -0.00031567542448701814 0.0003328815363911163 -5.4202883980907347e-05 -0.00017265245245899976
leaf_weight=0.0013986507511155903 0.0013226064357891882 0.0010047002995841096 0.0011158613192935765 0.0014323518276678146 0.0018190478145404718 0.0010035066952330481
leaf_count=564 426 253 655 1247 299 466
internal_value=0 -4.00218e-05 -9.03333e-05 5.94328e-06 0.000116321 -0.000299707
internal_weight=0 0.00777412 0.00637547 0.00436726 0.0032514 0.00200821
internal_count=3910 3484 2920 2201 1546 719
is_linear=0
shrinkage=0.00196078


Tree=8184
num_leaves=6
num_cat=0
split_feature=4 151 16 15 16
split_gain=9.78685e-06 2.08558e-05 3.30177e-05 3.38963e-05 2.97534e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.089864999999999987 -0.038029999999999987 0.10994000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010002550167841342 0.0080822703094352768 -0.015048093902441729 -0.014550767020934482 0.017487009060633094 -0.0023747240750139585
leaf_weight=0.0013073470947306213 0.0012699625149267353 0.0018472470390219174 0.0010393918432988268 0.0013450007321348114 0.0017171381430188797
leaf_count=562 441 706 655 1247 299
internal_value=0 -0.0014336 -0.00394689 0.00105287 0.00634926
internal_weight=0 0.00725612 0.00594878 0.00410153 0.00306214
internal_count=3910 3469 2907 2201 1546
is_linear=0
shrinkage=0.1


Tree=8185
num_leaves=6
num_cat=0
split_feature=49 42 3 4 15
split_gain=9.17477e-06 1.90175e-05 2.92454e-05 3.06577e-05 3.57533e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 -0.11399999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0061078048724474004 0.010447800803825263 -0.015221061913024435 0.010761551167026198 0.0066845022361774588 -0.018928580111394679
leaf_weight=0.0019011017682151448 0.0010675076447276008 0.0016635353712622638 0.0016872834576341306 0.0010078352811630788 0.0011867293171978293
leaf_count=529 529 1498 653 347 354
internal_value=0 -0.00177473 -0.00412762 0.000626393 -0.00716599
internal_weight=0 0.00661289 0.00554538 0.00388185 0.00219456
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=8186
num_leaves=6
num_cat=0
split_feature=42 160 49 2 16
split_gain=1.01506e-05 2.14299e-05 1.90401e-05 4.20609e-05 9.8366e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.098195000000000018 -0.072359999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0076837924117064667 -0.0084952374087259152 0.014543223289322116 -0.0093071211938942546 0.018198196230178668 0.0042906394941932468
leaf_weight=0.0014343452734595832 0.0016348404042278086 0.0014141126938157882 0.0019843462401152542 0.0010041907782555111 0.0010303919977122291
leaf_count=1060 1040 317 970 235 288
internal_value=0 0.0015428 0.00456332 0.00105176 0.0111549
internal_weight=0 0.00706788 0.00543304 0.00401893 0.00203458
internal_count=3910 2850 1810 1493 523
is_linear=0
shrinkage=0.1


Tree=8187
num_leaves=7
num_cat=0
split_feature=50 160 42 15 1 48
split_gain=9.27979e-06 2.36733e-05 3.25147e-05 4.06559e-05 4.15018e-05 5.88214e-05
threshold=0.07992500000000001 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.085425000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.012670540926825114 -0.0090528670183715326 -0.018016097886281189 -0.0069730012317522185 0.01958475138513795 -0.019853307651095119 0.022625996116194695
leaf_weight=0.0014501078067299718 0.00100143612212785 0.0010013587433681153 0.0019443209660729693 0.0010161832490118471 0.0010535506169317512 0.0010255299343086351
leaf_count=799 755 754 506 526 325 245
internal_value=0 0.00119665 -0.00155761 0.00171266 -0.00280126 0.00324794
internal_weight=0 0.00749105 0.00604094 0.00503958 0.0040234 0.00296985
internal_count=3910 3155 2356 1602 1076 751
is_linear=0
shrinkage=0.1


Tree=8188
num_leaves=8
num_cat=0
split_feature=157 160 42 151 1 0 1
split_gain=2.18914e-05 4.55438e-05 2.48523e-05 3.10543e-05 3.52548e-05 6.82239e-05 3.45282e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.095575000000000007 -0.077944999999999987 0.11395500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
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leaf_value=0.00026095453990432034 -0.00040246308429411616 -0.0002287823935319777 -0.00021456450357022942 -0.00033515711099594165 0.00058423669686721033 0.00031203489416212389 7.6291988073419855e-05
leaf_weight=0.0010249198905314906 0.0011627232855454901 0.0012949017291243783 0.0011592133970686827 0.0012518992494058301 0.001048238290367758 0.001252998970099113 0.001010527117609039
leaf_count=587 813 875 320 532 232 301 250
internal_value=0 -4.30315e-05 1.65201e-05 7.20241e-05 0.00014482 -1.1419e-05 0.000334916
internal_weight=0 0.0081805 0.00701778 0.00572288 0.00456366 0.0025049 0.00205877
internal_count=3910 3323 2510 1635 1315 833 482
is_linear=0
shrinkage=0.00196078


Tree=8189
num_leaves=6
num_cat=0
split_feature=1 0 12 47 4
split_gain=9.08755e-06 2.1894e-05 1.92075e-05 3.83669e-05 6.28211e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.012899900932104504 0.014662663034744883 0.0051714446584831507 -0.0091300161621978206 -0.01585297052798602 0.017512754745691677
leaf_weight=0.0014948949985793499 0.0010217005251309938 0.0012155526607878554 0.0016939514348673309 0.001206689858484467 0.0018532284047673452
leaf_count=1913 450 95 880 263 309
internal_value=0 -0.00479546 0.00222325 -0.00045022 0.00478953
internal_weight=0 0.00271045 0.00577557 0.00475387 0.00354718
internal_count=3910 2008 1902 1452 1189
is_linear=0
shrinkage=0.1


Tree=8190
num_leaves=7
num_cat=0
split_feature=52 12 52 160 49 4
split_gain=9.59806e-06 2.46514e-05 4.0315e-05 3.44309e-05 4.23289e-05 8.45659e-05
threshold=0.11401500000000002 0.097345000000000015 0.067395000000000024 -0.026849999999999995 -0.047894999999999993 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.010126557055477927 -0.0087423341927722904 0.012603246329248034 0.01645100823143902 0.0059198238518373553 -0.036075647562097558 0.00010881234856645463
leaf_weight=0.0010943923421493124 0.0010972946785358295 0.0015254501546937502 0.0010146554883172041 0.0011505878143598723 0.0012336746917467657 0.0013555802758570647
leaf_count=522 647 532 601 282 929 397
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internal_weight=0 0.00737434 0.00584889 0.00483424 0.00373984 0.00258925
internal_count=3910 3263 2731 2130 1608 1326
is_linear=0
shrinkage=0.1


Tree=8191
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 1 16
split_gain=1.71174e-05 5.94843e-05 2.87288e-05 3.08747e-05 3.75432e-05 4.47066e-05 3.64557e-05
threshold=-0.054834999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.10462499999999998 0.10113500000000002 0.032820000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
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leaf_value=0.00023889285622282432 -0.00044145092241817084 -0.00022733821700273219 -0.00030804986688794767 -0.00019368504295799518 0.00055828303753737319 0.00024646582755392395 6.1541658131282638e-05
leaf_weight=0.0010020095862346692 0.0011720485638036264 0.0012982180973014953 0.0010495170096900821 0.0011336298466191322 0.001311845165004532 0.0011959930668463058 0.0010017883290459459
leaf_count=590 812 875 137 586 520 207 183
internal_value=0 -3.26598e-05 3.58746e-05 9.58994e-05 0.000167904 -1.27063e-05 0.000343197
internal_weight=0 0.00816304 0.00699099 0.00569277 0.00455914 0.00224551 0.00231363
internal_count=3910 3320 2508 1633 1047 344 703
is_linear=0
shrinkage=0.00196078


Tree=8192
num_leaves=6
num_cat=0
split_feature=1 0 3 12 15
split_gain=8.5869e-06 1.86733e-05 1.80458e-05 4.14965e-05 2.80048e-05
threshold=0.076710000000000014 0.047345000000000005 0.076695000000000013 0.080120000000000011 -0.11219499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.01215789821578675 0.024054879671365617 0.0045506677596767629 0.0098265941069920881 -0.0010168694300712068 -0.010880558520717102
leaf_weight=0.0014921523862547025 0.0010119751141575613 0.0012122980075437789 0.0010149925518572688 0.0018988162383702289 0.0018318775805291642
leaf_count=1913 437 95 182 956 327
internal_value=0 -0.00466811 0.00216306 0.00769966 -0.00349785
internal_weight=0 0.00270445 0.00575766 0.00291079 0.00284687
internal_count=3910 2008 1902 1393 509
is_linear=0
shrinkage=0.1


Tree=8193
num_leaves=5
num_cat=0
split_feature=52 13 52 2
split_gain=8.16852e-06 2.04518e-05 2.36065e-05 2.89404e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.081429999999999989 0.09116500000000001
decision_type=2 2 2 2
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right_child=-2 2 3 -5
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leaf_weight=0.0019388074680870802 0.0010955952743084288 0.0017860039354641467 0.0019558268560560896 0.0016749713451424944
leaf_count=406 647 877 1368 612
internal_value=0 0.00118227 -0.00197238 -0.00660242
internal_weight=0 0.00735561 0.0054168 0.0036308
internal_count=3910 3263 2857 1980
is_linear=0
shrinkage=0.1


Tree=8194
num_leaves=7
num_cat=0
split_feature=157 160 12 42 49 0
split_gain=2.96066e-05 5.87954e-05 2.4248e-05 3.49269e-05 4.09412e-05 3.57231e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.0089849999999999982 0.091955000000000023 -1.0000000180025095e-35 -0.083424999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=0.00031198513563164825 -0.00044621029143595984 -0.00024101156384755669 -0.00012001987723798287 -0.00026012242485105299 0.00044749996634340858 4.4183057158032282e-05
leaf_weight=0.0010007513703057707 0.0012014588657503784 0.001128348661789051 0.0015900686563076992 0.0010104392652901468 0.0018278907452697021 0.0015691613431456002
leaf_count=563 828 416 294 482 615 712
internal_value=0 -4.4962e-05 2.26902e-05 7.23017e-05 0.000139654 0.0002612
internal_weight=0 0.00832737 0.00712591 0.00599756 0.00498712 0.00339705
internal_count=3910 3347 2519 2103 1621 1327
is_linear=0
shrinkage=0.00196078


Tree=8195
num_leaves=8
num_cat=0
split_feature=157 160 42 151 12 2 3
split_gain=1.46787e-05 5.50023e-05 2.84664e-05 3.12496e-05 3.96255e-05 6.74756e-05 5.46644e-05
threshold=-0.049344999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.095295000000000019 0.086875000000000022 0.096385000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
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leaf_count=602 812 871 320 468 342 347 148
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internal_weight=0 0.0081338 0.00696122 0.00565557 0.00450329 0.00321642 0.0021596
internal_count=3910 3308 2496 1625 1305 963 495
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shrinkage=0.00196078


Tree=8196
num_leaves=7
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split_feature=11 2 150 0 16 1
split_gain=2.27034e-05 2.21014e-05 2.80737e-05 6.09426e-05 5.56074e-05 2.59711e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.15100500000000003 0.090355000000000005
decision_type=2 2 2 2 2 2
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leaf_weight=0.001500214681180895 0.0010072574122648526 0.0014204159276591955 0.0010842204229328939 0.0011255509590571882 0.0011945046557791088 0.0019284946640672174
leaf_count=1336 304 246 239 789 324 672
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internal_weight=0 0.0082534 0.00482469 0.00374047 0.00232006 0.00342871
internal_count=3910 3606 1598 1359 1113 2008
is_linear=0
shrinkage=0.00196078


Tree=8197
num_leaves=7
num_cat=0
split_feature=157 160 42 4 1 43
split_gain=1.57795e-05 7.00474e-05 2.81008e-05 4.12492e-05 7.09869e-05 5.99329e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.091955000000000023 0.25367000000000006 0.090820000000000012 -0.0037249999999999996
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010147256336272897 0.0011848251658175954 0.0011699027774774444 0.0011436544798600666 0.0011535333195462714 0.0017371437031240664 0.0019024415769446955
leaf_count=587 813 773 586 284 445 422
internal_value=0 -3.25871e-05 4.10002e-05 9.49973e-05 1.51299e-05 0.000194253
internal_weight=0 0.0082915 0.00710668 0.00596302 0.00480949 0.00307234
internal_count=3910 3323 2510 1924 1640 1195
is_linear=0
shrinkage=0.00196078


Tree=8198
num_leaves=6
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split_feature=52 4 0 151 2
split_gain=7.76057e-06 3.79429e-05 3.8309e-05 2.13704e-05 3.75429e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.06402999999999999 -0.0088999999999999982 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.018522270567977554 0.0070632854291321203 -0.012574549379651592 0.018963936455785403 -0.0075542632233693598 0.012685933705770626
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leaf_count=255 673 535 386 1351 710
internal_value=0 -0.00131909 0.00174613 -0.00189698 0.00207351
internal_weight=0 0.00719551 0.00610732 0.00504075 0.00367441
internal_count=3910 3237 2982 2596 2061
is_linear=0
shrinkage=0.1


Tree=8199
num_leaves=8
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split_feature=2 13 16 3 52 16 1
split_gain=1.28023e-05 3.06274e-05 3.23836e-05 2.01157e-05 1.74691e-05 3.3345e-05 1.37327e-05
threshold=0.099015000000000006 -0.017604999999999999 -0.008069999999999999 -0.077894999999999978 -0.048794999999999991 -0.069894999999999985 0.090355000000000005
decision_type=2 2 2 2 2 2 2
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right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.00044019314128613884 0.00029188114930714767 -0.00026306701751633573 0.00029891434162744259 -5.2694411685107595e-05 0.00016675770888734034 -0.00028424492039704429 6.1011027579726232e-05
leaf_weight=0.0010596925062703764 0.0011051201841405425 0.0010080884088843874 0.0012655283763351854 0.0010021369550735331 0.0016965995054856874 0.0010028197020015108 0.0010027538758792651
leaf_count=1177 481 609 309 492 450 215 177
internal_value=0 -6.46299e-05 5.31896e-05 -0.000251852 8.42253e-05 -7.8734e-07 -0.000101458
internal_weight=0 0.0053382 0.00327637 0.00206183 0.00380454 0.00269942 0.00201084
internal_count=3910 2764 1095 1669 1146 665 786
is_linear=0
shrinkage=0.00196078


Tree=8200
num_leaves=7
num_cat=0
split_feature=11 16 2 16 0 4
split_gain=2.77011e-05 2.33525e-05 4.76847e-05 6.45455e-05 3.10866e-05 4.29637e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15100500000000003 -0.084304999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00023313324506546413 -0.00031265492573760386 -0.00028861659914908988 0.00033756198759795437 -0.0003482157584832793 0.00034749980594079362 0.00025567910738687601
leaf_weight=0.0011056222702568704 0.0010037337592722047 0.0011433665440554715 0.0019200060747556064 0.0016264849480021066 0.0014252856351200244 0.0010882352590857562
leaf_count=371 304 950 585 334 1146 220
internal_value=0 3.21973e-05 7.29219e-05 -2.32497e-05 0.000121286 -2.31921e-05
internal_weight=0 0.008309 0.00720338 0.00528337 0.00365689 0.0022316
internal_count=3910 3606 3235 2650 2316 1170
is_linear=0
shrinkage=0.00196078


Tree=8201
num_leaves=6
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split_feature=52 0 1 49 3
split_gain=7.87776e-06 1.91477e-05 4.00438e-05 3.24976e-05 4.82684e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 -0.05504499999999999 0.013395000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_value=-0.01154197152837756 -0.007905450074985514 0.010895041627728358 -0.013849573403533866 0.00014193706163501279 0.026847949018113132
leaf_weight=0.0010015446257958848 0.0011064205422933928 0.0015825203946712163 0.0018116686063606689 0.0019838941018771594 0.0010271831908394294
leaf_count=262 647 378 429 2062 132
internal_value=0 0.00114089 -0.00150942 0.00406207 0.00925229
internal_weight=0 0.00740681 0.00582429 0.00401262 0.00301108
internal_count=3910 3263 2885 2456 2194
is_linear=0
shrinkage=0.1


Tree=8202
num_leaves=8
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split_feature=52 12 15 47 16 13 3
split_gain=3.46041e-05 3.7634e-05 5.88795e-05 4.34026e-05 3.80678e-05 6.26624e-05 5.13169e-05
threshold=-0.24456499999999998 0.10129000000000001 -0.10192499999999999 0.077735000000000012 -0.092424999999999993 -0.032264999999999995 -0.016619999999999996
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 4 -5 5 6 -8
leaf_value=-0.00035088187235538681 8.668480530891665e-05 -0.00030275251537538694 -7.5924175281421634e-05 -0.00047955868008281867 -4.7767839364255399e-05 0.00077155144228973922 0.00021908110080679595
leaf_weight=0.0010084717158058984 0.0010320142821042312 0.0011204544741628937 0.0015218585230592444 0.0010498891492400984 0.00139109207257016 0.0011741909190339335 0.0014380716733259705
leaf_count=449 372 434 491 229 1116 594 225
internal_value=0 3.27426e-05 8.21578e-05 -0.000198868 0.000188048 0.000288397 0.000467412
internal_weight=0 0.00872757 0.00760712 0.0020819 0.00552521 0.00400335 0.00261226
internal_count=3910 3461 3027 601 2426 1935 819
is_linear=0
shrinkage=0.00196078


Tree=8203
num_leaves=6
num_cat=0
split_feature=1 0 3 13 16
split_gain=8.6828e-06 1.87307e-05 1.53463e-05 3.73219e-05 2.81332e-05
threshold=0.076710000000000014 0.047345000000000005 0.076695000000000013 -0.014114999999999997 -0.063614999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.012146345427123957 -0.0039491424866751794 0.0045310808253625282 0.005159923563011988 0.018596054523521987 -0.015030018183862843
leaf_weight=0.0015067482958319746 0.0014809824603483372 0.0012176651419165496 0.0016945098684119394 0.0014563015357512287 0.0011644172677840632
leaf_count=1913 812 95 288 581 221
internal_value=0 -0.00469244 0.0021523 0.00722874 -0.00306327
internal_weight=0 0.00272441 0.00579621 0.00293728 0.00285893
internal_count=3910 2008 1902 1393 509
is_linear=0
shrinkage=0.1


Tree=8204
num_leaves=7
num_cat=0
split_feature=47 457 0 16 52 1
split_gain=1.73915e-05 1.95359e-05 5.79272e-05 4.35185e-05 6.77385e-05 6.08934e-05
threshold=0.10436500000000001 0.069705000000000003 -0.15007499999999999 -0.17157499999999998 -0.0093349999999999978 0.078675000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.00042419455969853331 0.0001830676102354573 0.00016909650185546344 0.00036479410668961422 0.00027882390933847598 -1.4767063158122811e-05 -0.0006453763724674214
leaf_weight=0.0014996204277430538 0.0016040063515993961 0.0013887391911240193 0.0010751903820425965 0.0012959652993085593 0.0014185930279493524 0.0010063642603142934
leaf_count=242 290 331 353 1006 1170 518
internal_value=0 -4.14033e-05 -8.78363e-05 1.73343e-05 -8.3067e-05 -0.000276472
internal_weight=0 0.00768447 0.00629573 0.00479611 0.00372092 0.00242496
internal_count=3910 3620 3289 3047 2694 1688
is_linear=0
shrinkage=0.00196078


Tree=8205
num_leaves=7
num_cat=0
split_feature=47 13 0 0 15 1
split_gain=7.74768e-06 2.53288e-05 1.62376e-05 3.30997e-05 2.22549e-05 3.90529e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.0046249999999999989 -0.082604999999999998 -0.0063699999999999989 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.013755225379842938 0.0066084371200029399 -0.016875024798451776 0.012927308827795417 -0.015750690605117204 0.01354723566557354 0.010143935121593102
leaf_weight=0.0013442764172360245 0.0014558709340352144 0.0010145236843419404 0.0010212955585777728 0.0011475182198715512 0.0014090135231285151 0.0011316847818438117
leaf_count=299 290 769 346 1302 676 228
internal_value=0 -0.00140268 0.00149829 -0.000983754 0.00378257 -0.00262806
internal_weight=0 0.00706831 0.00572404 0.00470274 0.00355522 0.00214621
internal_count=3910 3620 3321 2975 1673 997
is_linear=0
shrinkage=0.1


Tree=8206
num_leaves=6
num_cat=0
split_feature=150 15 1 4 43
split_gain=7.53311e-06 2.42443e-05 3.25506e-05 2.24003e-05 2.59592e-05
threshold=0.082085000000000019 -0.038029999999999987 0.10752500000000002 -0.06272999999999998 0.0016850000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.022057491648943033 0.0062199171395755102 -0.0094899215799541664 -0.00012212483966310121 0.013777344193126576 0.01084861201222808
leaf_weight=0.0010939027652462684 0.0015716916924734961 0.0016699072672643359 0.0017729413306244643 0.0013967109606721406 0.0010053766635091464
leaf_count=915 513 1169 469 498 346
internal_value=0 -0.00144731 -0.00849201 0.00351244 -0.00184666
internal_weight=0 0.00693884 0.00286684 0.00407199 0.00267528
internal_count=3910 3397 1384 2013 1515
is_linear=0
shrinkage=0.1


Tree=8207
num_leaves=7
num_cat=0
split_feature=49 2 4 1 0 3
split_gain=8.56051e-06 3.45593e-05 5.5428e-05 5.83041e-05 3.31774e-05 1.62023e-05
threshold=0.010625000000000001 0.11260500000000001 -0.08422499999999998 0.09112000000000002 -0.089879999999999974 -0.015794999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.02089848337917663 0.0074060185038242092 0.012693804658551628 0.00047829870873467218 -0.00099994100237350077 0.026098261635305344 -0.018182294130563943
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leaf_count=678 805 445 342 456 958 226
internal_value=0 -0.00138335 -0.00479789 0.0011517 0.0134133 -0.0101027
internal_weight=0 0.00718981 0.00578629 0.00422503 0.00202203 0.002203
internal_count=3910 3105 2660 1982 1300 682
is_linear=0
shrinkage=0.1


Tree=8208
num_leaves=8
num_cat=0
split_feature=42 51 42 13 0 2 51
split_gain=1.51807e-05 2.47169e-05 4.49993e-05 3.24167e-05 9.11573e-05 5.41465e-05 9.32897e-06
threshold=0.091955000000000023 -0.07742499999999998 -1.0000000180025095e-35 -0.077944999999999987 -0.10462499999999998 0.099990000000000009 0.0041800000000000006
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00020685662980403716 -0.00019941234292198101 -0.00029633754172122732 -0.00029410853532339717 0.00015060200148041478 0.00069474538090826161 0.00029991560073790001 -0.00011686519477859573
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leaf_count=540 843 914 844 156 296 214 103
internal_value=0 2.69255e-05 7.71318e-05 0.000146637 0.000274472 -2.68662e-05 1.6724e-05
internal_weight=0 0.00809625 0.00666492 0.00561916 0.00323537 0.00238378 0.00200545
internal_count=3910 3067 2527 1613 555 1058 259
is_linear=0
shrinkage=0.00196078


Tree=8209
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 1 13
split_gain=1.35041e-05 5.98441e-05 3.30057e-05 4.20296e-05 4.59177e-05 3.74926e-05 3.74086e-05
threshold=-0.049344999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.10462499999999998 0.10113500000000002 -0.084184999999999996
decision_type=2 2 2 2 2 2 2
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leaf_count=602 812 871 136 585 330 207 367
internal_value=0 -3.01999e-05 3.83627e-05 0.000102789 0.000187324 -1.28434e-05 0.000381107
internal_weight=0 0.00817297 0.0070035 0.00569816 0.00455125 0.00223874 0.00231251
internal_count=3910 3308 2496 1625 1040 343 697
is_linear=0
shrinkage=0.00196078


Tree=8210
num_leaves=6
num_cat=0
split_feature=15 42 2 16 15
split_gain=8.57886e-06 3.25845e-05 3.93142e-05 3.42276e-05 4.23247e-05
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decision_type=2 2 2 2 2
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leaf_count=268 1436 1081 342 406 377
internal_value=0 0.00148919 0.00541713 0.010451 0.00482357
internal_weight=0 0.00691987 0.0052121 0.00390143 0.00286666
internal_count=3910 2474 1393 1051 783
is_linear=0
shrinkage=0.1


Tree=8211
num_leaves=6
num_cat=0
split_feature=1 0 15 47 48
split_gain=8.5715e-06 1.74132e-05 1.72977e-05 2.6353e-05 2.61852e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 0.087850000000000025 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=-0.014732645298373906 0.019684204536724398 0.0017162105225039825 -0.0087050726401624208 -0.0040530376724825434 -0.00028672560898439301
leaf_weight=0.0010519689496042391 0.0015603974001929546 0.0016578376888557805 0.0011715378724832621 0.0019191195163910466 0.0011334262093062784
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internal_value=0 -0.00466937 0.00214602 0.00490185 0.0112814
internal_weight=0 0.00270981 0.00578448 0.00461294 0.00269382
internal_count=3910 2008 1902 1331 961
is_linear=0
shrinkage=0.1


Tree=8212
num_leaves=6
num_cat=0
split_feature=52 13 16 3 16
split_gain=8.05868e-06 2.01606e-05 2.21812e-05 3.72423e-05 1.17465e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.079209999999999989 -0.016619999999999996 -0.25582999999999995
decision_type=2 2 2 2 2
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leaf_weight=0.0019417998804515122 0.0011028852324677634 0.0010006917812231694 0.001752011543369807 0.0016445967675626648 0.0010431979834486483
leaf_count=406 647 284 1406 337 830
internal_value=0 0.0011662 -0.00195585 0.00299727 -0.0101871
internal_weight=0 0.0073823 0.0054405 0.00339661 0.00204389
internal_count=3910 3263 2857 1743 1114
is_linear=0
shrinkage=0.1


Tree=8213
num_leaves=7
num_cat=0
split_feature=1 4 15 3 13 1
split_gain=8.37329e-06 1.5884e-05 1.44586e-05 3.24889e-05 5.01625e-05 4.21452e-05
threshold=0.076710000000000014 -0.083329999999999987 0.024640000000000006 0.11265500000000002 -0.014114999999999997 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=0.0018613090413338819 -0.0076623033181394719 -0.013683339067739012 -0.008760206387159972 -0.0079270914248690417 0.0044917223141036642 0.03212430310977786
leaf_weight=0.0015781198006317963 0.0010847239439367288 0.0011266482719090552 0.0010066311818034794 0.0014708228207498081 0.0010813016734096113 0.001127493318417955
leaf_count=454 502 1554 544 270 194 392
internal_value=0 -0.00461368 0.00212923 0.00443 0.00994844 0.0185969
internal_weight=0 0.00270477 0.00577097 0.00476434 0.00329352 0.00220879
internal_count=3910 2008 1902 1358 1088 586
is_linear=0
shrinkage=0.1


Tree=8214
num_leaves=7
num_cat=0
split_feature=12 3 13 4 1 2
split_gain=1.59667e-05 2.19021e-05 3.91197e-05 4.44303e-05 7.10095e-05 2.913e-05
threshold=0.10595000000000002 -0.075954999999999981 -0.060719999999999989 0.074650000000000008 0.094485000000000013 0.085155000000000022
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00037456079948772908 -0.00023819989208232178 0.00037791215554174788 -0.0001417268362971507 -0.00030043502295110764 0.00054307694415864783 3.3001154905696483e-05
leaf_weight=0.0010441660390639001 0.0010132137978447102 0.0014155211827011115 0.0013540477208800292 0.001280368534912658 0.0010212330283025674 0.001903116639604015
leaf_count=894 391 586 258 207 204 1370
internal_value=0 2.30318e-05 0.000101156 -6.00833e-06 0.000152699 -0.00011139
internal_weight=0 0.00801845 0.00507117 0.00365565 0.00237528 0.00294728
internal_count=3910 3519 1255 669 462 2264
is_linear=0
shrinkage=0.00196078


Tree=8215
num_leaves=7
num_cat=0
split_feature=12 52 47 48 4 0
split_gain=9.81998e-06 1.97808e-05 3.15636e-05 3.10037e-05 3.91666e-05 1.84257e-05
threshold=0.10371500000000002 -0.11271999999999999 0.09252500000000001 0.08784500000000002 -0.060264999999999992 -0.14070999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
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leaf_value=-0.011467264074298184 -0.0091387780376447243 0.00043998115868285081 -0.011954161353009805 -0.0082802640473349058 0.010661092403311687 0.02912384300548438
leaf_weight=0.001050527220932294 0.0010371916879212658 0.0019975727385550608 0.001113777216392638 0.0011092845208672455 0.0010846722323284031 0.0010775269664593718
leaf_count=594 441 1219 267 284 222 883
internal_value=0 0.0012482 0.00334099 0.00657409 0.0105353 0.019862
internal_weight=0 0.00743336 0.00638283 0.00526906 0.00415977 0.0021622
internal_count=3910 3469 2875 2608 2324 1105
is_linear=0
shrinkage=0.1


Tree=8216
num_leaves=6
num_cat=0
split_feature=49 2 4 1 0
split_gain=8.62357e-06 3.2087e-05 5.23316e-05 5.23651e-05 3.01714e-05
threshold=0.010625000000000001 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -0.08824499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.020351371449460795 0.0074556792365668353 0.0122223635517155 0.00073875014362521734 -0.013523562341801163 0.022402265561169518
leaf_weight=0.0015554044143519935 0.0013049463139350771 0.0013950568556185781 0.0015659827680806115 0.0015442966953755381 0.0010906386002911873
leaf_count=678 805 445 511 338 1133
internal_value=0 -0.00138413 -0.0046817 0.00112005 0.0096324
internal_weight=0 0.00715138 0.00575632 0.00420092 0.00265662
internal_count=3910 3105 2660 1982 1644
is_linear=0
shrinkage=0.1


Tree=8217
num_leaves=6
num_cat=0
split_feature=47 13 160 2 3
split_gain=9.66976e-06 2.15051e-05 1.8839e-05 3.35972e-05 3.18074e-05
threshold=0.10436500000000001 -0.13934999999999997 0.069910000000000014 0.10113500000000002 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013035909567000398 0.0074149089013800448 -0.0075406275478719382 0.012213776318188601 -0.01452350192673444 0.013104102465018353
leaf_weight=0.0013236232063222097 0.001449572631512343 0.0013259874795225985 0.0012053719653324991 0.0014280212657147425 0.0017070712390206471
leaf_count=299 290 1489 488 670 674
internal_value=0 -0.00155957 0.00112118 -0.00187601 0.00407867
internal_weight=0 0.00699008 0.00566645 0.00446108 0.00303306
internal_count=3910 3620 3321 2833 2163
is_linear=0
shrinkage=0.1


Tree=8218
num_leaves=6
num_cat=0
split_feature=42 160 2 0 16
split_gain=1.90079e-05 3.30443e-05 2.67861e-05 4.88459e-05 7.81078e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086875000000000022 -0.15517999999999996 0.032820000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00020879876357335179 -0.00020538171768802628 -9.5199472472949688e-05 -8.1481141719300467e-05 0.00071281791458277944 1.9857425374439025e-05
leaf_weight=0.001545418991730752 0.0017747413696152696 0.0018650900013494646 0.0015802064037433515 0.0012242452380310086 0.0012784070192866748
leaf_count=1060 1040 746 185 527 352
internal_value=0 2.94247e-05 9.94859e-05 0.00018842 0.000358839
internal_weight=0 0.00772269 0.00594795 0.00408286 0.00250265
internal_count=3910 2850 1810 1064 879
is_linear=0
shrinkage=0.00196078


Tree=8219
num_leaves=7
num_cat=0
split_feature=47 47 43 16 48 16
split_gain=1.5566e-05 3.72105e-05 2.37568e-05 4.87717e-05 4.32324e-05 4.52021e-05
threshold=0.11669500000000001 0.092255000000000018 -0.17307499999999998 0.15100500000000003 0.087500000000000008 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00024790851628063264 -0.00023758314766074014 0.00037326073202406456 0.00032020043357049995 -0.00041665868362574323 -0.00032462860886473184 -0.0001067405474424698
leaf_weight=0.0010295000480346657 0.0010009511955800287 0.0010132728717327502 0.0019714656922900638 0.0012684037504802634 0.0011183873541988501 0.0018463041212339738
leaf_count=245 179 241 1010 457 307 1471
internal_value=0 2.13491e-05 -2.7943e-05 -7.3714e-05 1.44096e-05 0.000113728
internal_weight=0 0.00824733 0.00723406 0.00620456 0.00493616 0.00381777
internal_count=3910 3731 3490 3245 2788 2481
is_linear=0
shrinkage=0.00196078


Tree=8220
num_leaves=7
num_cat=0
split_feature=3 39 3 4 15 0
split_gain=1.70969e-05 2.93958e-05 3.00329e-05 6.06846e-05 2.9313e-05 1.62896e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.021529999999999997 -0.077584999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00024596132934844272 0.00019759981288609493 0.00025284219008538377 -0.00056665115563882783 -1.0599427470156799e-05 4.921837833683746e-05 -0.00029069615982427801
leaf_weight=0.0014590044281222641 0.0013374551491351196 0.0011156562248627686 0.0012481990654221479 0.0019081126680806125 0.0011331436135804695 0.001039080460541041
leaf_count=866 239 424 490 307 1150 434
internal_value=0 -4.21171e-05 -9.05991e-05 -0.000230496 3.10015e-05 -0.000113379
internal_weight=0 0.0079032 0.00678754 0.00315631 0.00363123 0.00217222
internal_count=3910 3671 3247 797 2450 1584
is_linear=0
shrinkage=0.00196078


Tree=8221
num_leaves=7
num_cat=0
split_feature=157 160 42 43 2 3
split_gain=1.85183e-05 5.23696e-05 2.79575e-05 2.67502e-05 2.33892e-05 3.17432e-05
threshold=-0.051074999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.00024392623150917939 -0.00042411772867021732 -0.0002354381498956649 0.00029740451224511896 -0.00023055972244154433 0.00027759347385236931 -0.0001371808451118966
leaf_weight=0.0010013459209514261 0.0011617772514917269 0.0012880682241075189 0.0016219816292594889 0.0011978503340269266 0.0016155386449624139 0.0012647500615188306
leaf_count=599 812 871 479 511 481 157
internal_value=0 -3.86282e-05 2.54589e-05 8.44144e-05 -2.97326e-07 9.54639e-05
internal_weight=0 0.00814997 0.00698819 0.00570012 0.00407814 0.00288029
internal_count=3910 3311 2499 1628 1149 638
is_linear=0
shrinkage=0.00196078


Tree=8222
num_leaves=8
num_cat=0
split_feature=42 40 48 457 1 1 12
split_gain=1.94446e-05 4.20278e-05 5.99891e-05 5.30959e-05 5.61162e-05 7.19383e-05 4.77302e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11379500000000002 0.082870000000000013 0.088495000000000018 0.10752500000000002 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00025978621096324841 0.00038293530446258225 -0.00011364180194470028 -0.00047617324746687271 0.00044574975711507393 -0.00064447735358243901 2.3334599215739382e-05 0.00040553584851807546
leaf_weight=0.0010481435381270781 0.0010885864491914669 0.0013058674401240126 0.0010003306725719502 0.0010392223439495418 0.0010407191278242051 0.0015347176368259064 0.0014223087522232723
leaf_count=440 363 753 136 211 567 370 1070
internal_value=0 2.33936e-05 -2.99066e-05 4.04742e-05 -3.8938e-05 -0.000246524 0.000157027
internal_weight=0 0.00843175 0.00734317 0.00634284 0.00530361 0.00257544 0.00272818
internal_count=3910 3470 3107 2971 2760 937 1823
is_linear=0
shrinkage=0.00196078


Tree=8223
num_leaves=8
num_cat=0
split_feature=1 12 2 52 49 16 3
split_gain=8.12993e-06 1.91036e-05 2.8859e-05 4.44848e-05 5.38339e-05 4.24208e-05 3.53442e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 0.091210000000000013 -0.045004999999999996 -0.08286499999999998 -0.075954999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.021209161118440702 0.0079236306839604777 -0.012694146646369392 0.018371174351220161 0.024208853095666606 0.0050011572182256103 -0.023990982029080187 0.0047062922132844404
leaf_weight=0.0010725026940293927 0.001111571006612651 0.0012180518291492522 0.0010448611345961006 0.0010030077140270027 0.0010027137801868094 0.0010161034123885478 0.0010332702326074272
leaf_count=1062 345 520 248 430 277 736 292
internal_value=0 -0.00124913 0.00100939 0.00592974 -5.45956e-05 -0.00959106 -0.00849285
internal_weight=0 0.00739051 0.00617246 0.00406669 0.00306368 0.00201882 0.00210577
internal_count=3910 3565 3045 1691 1261 1013 1354
is_linear=0
shrinkage=0.1


Tree=8224
num_leaves=6
num_cat=0
split_feature=52 13 3 16 0
split_gain=8.83196e-06 2.39126e-05 2.33502e-05 3.97443e-05 3.03285e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.082139999999999977 -0.073459999999999984 -0.10131499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010745190685995849 -0.0083868031709632817 0.0069942815607441054 -0.020330738577044965 0.013341433807045069 -0.0099305639584897683
leaf_weight=0.0019367457736441107 0.0011040559227434342 0.0018334044681856078 0.0013633798437376957 0.0010840691564705089 0.0011583697424544545
leaf_count=406 647 1397 617 147 696
internal_value=0 0.00120327 -0.00219432 -0.00686633 0.00131989
internal_weight=0 0.00737597 0.00543922 0.00360582 0.00224244
internal_count=3910 3263 2857 1460 843
is_linear=0
shrinkage=0.1


Tree=8225
num_leaves=7
num_cat=0
split_feature=47 13 0 42 0 16
split_gain=8.41053e-06 1.92121e-05 1.64439e-05 2.65672e-05 4.93002e-05 2.14055e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.0046249999999999989 0.085195000000000007 -0.11524 -0.073459999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.012292268026221279 0.006881189600137178 -0.0056865834768948876 0.012585299521159414 0.01197902150512932 -0.020334006990165594 0.014279941638720893
leaf_weight=0.0013306521506266577 0.00145378783039753 0.0011303546977840908 0.0010159925050243074 0.0011193547712028641 0.0013951439529405136 0.0010227529662381219
leaf_count=299 290 199 346 1285 1342 149
internal_value=0 -0.00147603 0.00105628 -0.00145323 -0.00569065 0.00379776
internal_weight=0 0.00701425 0.0056836 0.00466761 0.00354825 0.00215311
internal_count=3910 3620 3321 2975 1690 348
is_linear=0
shrinkage=0.1


Tree=8226
num_leaves=7
num_cat=0
split_feature=12 4 2 52 2 2
split_gain=1.84773e-05 1.95724e-05 4.1935e-05 3.08737e-05 4.41731e-05 2.6489e-05
threshold=0.10595000000000002 -0.0010999999999999996 0.086915000000000006 -0.087094999999999992 0.086915000000000006 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00014237883555897617 -0.00025476853410686171 -0.00034808294597159234 0.00028536539479887896 0.0005000459878540379 3.5713635927167829e-06 -9.8677920386918214e-05
leaf_weight=0.00119199622545654 0.0010417970335607077 0.0013982317755028579 0.0012165436943842017 0.0012908683200865535 0.0014777756672264806 0.0015968833709717849
leaf_count=618 391 376 397 989 763 376
internal_value=0 2.25075e-05 -7.05466e-05 0.000121459 0.000235051 6.73848e-05
internal_weight=0 0.0081723 0.00421166 0.00396064 0.00276864 0.00281343
internal_count=3910 3519 1149 2370 1752 773
is_linear=0
shrinkage=0.00196078


Tree=8227
num_leaves=7
num_cat=0
split_feature=3 39 2 48 3 1
split_gain=7.78464e-06 2.34418e-05 2.82927e-05 1.98035e-05 4.06144e-05 5.50452e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.085835000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.011563226309049488 0.0073806177464957297 0.012673076820279117 -0.016897040181447699 0.0097632655722508614 -0.019053867023245238 0.019266815492029122
leaf_weight=0.0011812216029750968 0.0012101708246588854 0.0010324096007139072 0.0012725099588415572 0.0014262453309189078 0.0012096160981445547 0.0011361490358957778
leaf_count=1414 239 424 354 398 478 603
internal_value=0 -0.00128265 -0.00359691 -0.000180046 -0.00420093 0.00355197
internal_weight=0 0.00725815 0.00622574 0.00495323 0.00352699 0.00231737
internal_count=3910 3671 3247 2893 2495 2017
is_linear=0
shrinkage=0.1


Tree=8228
num_leaves=8
num_cat=0
split_feature=50 484 160 42 43 47 4
split_gain=1.11704e-05 2.69916e-05 2.41931e-05 3.62546e-05 4.14129e-05 2.93692e-05 4.06929e-05
threshold=0.082310000000000008 0.084225000000000008 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00028094666063872311 -0.00019075921873125396 0.00032285595943187025 -0.00029886831626357586 0.00038110095317325847 -0.00016125276066912512 -0.00029391938440112271 0.00036992587214461066
leaf_weight=0.0011614171897766567 0.0010462539794767493 0.0010177586688420457 0.0010143258885468064 0.0014522324600828706 0.0010904450090709898 0.0010142238003026799 0.001128175813025606
leaf_count=730 747 416 351 576 596 136 358
internal_value=0 2.48769e-05 -1.93264e-05 2.91722e-05 0.00010605 -1.75065e-05 0.000108853
internal_weight=0 0.00787858 0.00686082 0.00584649 0.00468508 0.00323284 0.00221862
internal_count=3910 3163 2747 2396 1666 1090 954
is_linear=0
shrinkage=0.00196078


Tree=8229
num_leaves=8
num_cat=0
split_feature=11 4 15 1 0 2 4
split_gain=2.9008e-05 2.63052e-05 4.03863e-05 8.00736e-05 0.000110154 4.67016e-05 3.3988e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 -0.053579999999999996 0.094485000000000013 -0.15007499999999999 0.087995000000000004 -0.34687499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 5 4 -6 -7 -8
leaf_value=4.5038722713396967e-06 -0.00031676349381740165 -0.00029867768124776178 -0.00050001524697689578 -0.00014177642495287444 0.0007316066367273193 3.2016988651379886e-05 0.00047605229014335577
leaf_weight=0.0013710580425264783 0.0010220350138244782 0.0012372316576666023 0.0012228346830985459 0.0010426191788851309 0.0011876204143793602 0.0013180565221511437 0.0010285162322552666
leaf_count=191 304 809 784 109 522 701 490
internal_value=0 3.30742e-05 -3.62357e-05 0.000101376 0.000323307 -0.00022403 0.000206621
internal_weight=0 0.00840794 0.00600836 0.00346747 0.00223024 0.00254089 0.00239957
internal_count=3910 3606 2925 1440 631 1485 681
is_linear=0
shrinkage=0.00196078


Tree=8230
num_leaves=8
num_cat=0
split_feature=157 160 133 13 15 1 0
split_gain=2.24421e-05 8.67808e-05 0.000131695 4.92766e-05 3.14038e-05 4.35238e-05 2.96361e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083514999999999992 -0.053579999999999996 0.088785000000000017 -0.14733499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=0.00027435633116513412 -0.00051286608072240614 -0.00060452023788608029 0.00041167249316981399 -3.4613125334375137e-05 0.0001482792767840652 -0.00039977091301996842 0.00043181319288366007
leaf_weight=0.0010086518609812379 0.0012473967761064053 0.0010261675241774329 0.0019529189002412718 0.0010045274272060824 0.0011146047554244063 0.0011138590211981281 0.0010942661465653063
leaf_count=563 828 860 405 107 429 356 362
internal_value=0 -3.48842e-05 4.67206e-05 0.000153132 3.6451e-05 -0.000125654 0.000208572
internal_weight=0 0.00855374 0.00730634 0.00628018 0.00432726 0.00222846 0.00209879
internal_count=3910 3347 2519 1659 1254 785 469
is_linear=0
shrinkage=0.00196078


Tree=8231
num_leaves=6
num_cat=0
split_feature=52 13 3 49 0
split_gain=7.73929e-06 2.14967e-05 1.97338e-05 3.69824e-05 2.4783e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.082139999999999977 -0.010424999999999999 -0.10131499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010159368628083244 -0.0078476384463495551 0.0063314528594593349 -0.020816907803122509 0.011224184958042928 -0.0090375321508106444
leaf_weight=0.0019413392058322369 0.0011054384204459864 0.0018404399553103908 0.0011909392281522027 0.0011634850495203669 0.0012546406403097625
leaf_count=406 647 1397 294 198 968
internal_value=0 0.00112356 -0.00209536 -0.00639261 0.000711425
internal_weight=0 0.00739084 0.0054495 0.00360906 0.00241813
internal_count=3910 3263 2857 1460 1166
is_linear=0
shrinkage=0.1


Tree=8232
num_leaves=7
num_cat=0
split_feature=50 160 42 15 150 0
split_gain=1.78344e-05 2.18237e-05 3.10692e-05 3.93626e-05 3.49765e-05 4.50119e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.084800000000000014 -0.077944999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
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leaf_count=804 715 766 471 535 245 374
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internal_weight=0 0.00800844 0.00644515 0.00536902 0.00425814 0.00313128
internal_count=3910 3195 2391 1625 1090 845
is_linear=0
shrinkage=0.00196078


Tree=8233
num_leaves=7
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split_feature=12 4 15 15 3 1
split_gain=1.66655e-05 2.54869e-05 7.09101e-05 3.05481e-05 4.05692e-05 6.38987e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0014506993593572737 0.0010200313096109673 0.0010101809055491461 0.0012804301678936696 0.0011889718893822758 0.0017338167344235339 0.0014036212177162739
leaf_count=1039 391 308 283 1251 332 306
internal_value=0 2.33917e-05 -0.00015163 9.27875e-05 0.00016537 0.000290745
internal_weight=0 0.00806772 0.00229061 0.00577711 0.00458814 0.00313744
internal_count=3910 3519 591 2928 1677 638
is_linear=0
shrinkage=0.00196078


Tree=8234
num_leaves=7
num_cat=0
split_feature=52 160 15 12 52 1
split_gain=8.14936e-06 2.86525e-05 2.18725e-05 2.01369e-05 6.2536e-05 4.50944e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.053579999999999996 0.086935000000000012 0.048490000000000012 0.08844500000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014540260890322722 0.0010236320263559452 0.0013732485065936161 0.0014067314805478012 0.0010526672486872888 0.0011513682004844349 0.0010444212061530289
leaf_count=631 924 378 559 749 345 324
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internal_weight=0 0.00564534 0.00286076 0.00462171 0.00252462 0.00209709
internal_count=3910 2720 1190 1796 723 1073
is_linear=0
shrinkage=0.1


Tree=8235
num_leaves=6
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split_feature=15 49 0 52 15
split_gain=8.55778e-06 1.71451e-05 5.9685e-05 2.62453e-05 2.06605e-05
threshold=-0.11739999999999999 -0.0057999999999999987 -0.10071499999999999 0.083750000000000005 -0.03231499999999999
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
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leaf_value=-0.0067264091948845825 0.0033770434881552078 0.02341762084484619 -0.0096305172030054752 0.0077776067784673317 -0.016250039784134439
leaf_weight=0.0015625658807655344 0.0011289193127901444 0.0012661256759876902 0.0019527806194816614 0.0015562671215801221 0.0010217249483488369
leaf_count=614 320 270 1377 961 368
internal_value=0 0.0014665 0.00480556 -0.00190999 -0.00594736
internal_weight=0 0.00692582 0.00477517 0.00350905 0.00215064
internal_count=3910 3296 2608 2338 688
is_linear=0
shrinkage=0.1


Tree=8236
num_leaves=8
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split_feature=11 4 52 1 15 0 3
split_gain=2.48521e-05 1.9596e-05 5.82172e-05 4.11849e-05 5.98043e-05 0.000118508 5.26931e-05
threshold=1.0000000180025095e-35 -0.076854999999999993 0.087375000000000008 0.094485000000000013 -0.053579999999999996 -0.15007499999999999 0.013395000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.00040075407961501322 -0.00029734482937021948 -0.00054656885600147249 -0.00018965304445963979 -0.00019442496848557272 -0.00025411962742222992 0.00072008071765450581 6.084584304146104e-05
leaf_weight=0.0016144513912795416 0.0010124529963414794 0.0011138043600028521 0.001066136123821873 0.0010272526752311678 0.0012002186227332017 0.0011599888674583005 0.0010829836284200131
leaf_count=751 304 1462 384 109 266 522 112
internal_value=0 2.81299e-05 0.000165935 -3.80199e-05 9.75843e-05 0.000290577 -0.000247122
internal_weight=0 0.00826484 0.00268059 0.00558425 0.00338746 0.00218724 0.00219679
internal_count=3910 3606 1135 2471 897 631 1574
is_linear=0
shrinkage=0.00196078


Tree=8237
num_leaves=7
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split_feature=1 42 133 3 3 15
split_gain=8.28382e-06 1.88184e-05 2.85734e-05 3.15531e-05 4.37025e-05 1.86639e-05
threshold=0.12730000000000002 0.091735000000000025 0.065880000000000008 -0.089604999999999976 0.084925000000000014 -0.092459999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.0093563500131066939 0.0080159349652874166 -0.013957450267971603 0.013726071981304769 -0.023794538786501274 -0.0084022947721680546 0.0094336485803472054
leaf_weight=0.0015162887812584644 0.0011089874913388607 0.0010069309970070989 0.0013407518406213167 0.0011596165167976511 0.0012577631318718835 0.0010996180642732613
leaf_count=548 345 741 884 1046 119 227
internal_value=0 -0.00125339 0.000753519 -0.00270207 -0.00790084 -8.25858e-05
internal_weight=0 0.00738097 0.00637404 0.00503329 0.003517 0.00235738
internal_count=3910 3565 2824 1940 1392 346
is_linear=0
shrinkage=0.1


Tree=8238
num_leaves=6
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split_feature=4 4 2 4 4
split_gain=8.3088e-06 1.72579e-05 3.10411e-05 3.51107e-05 2.23348e-05
threshold=0.27608500000000008 0.097045000000000006 0.11085000000000002 -0.08422499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014648281257775307 0.007435466241918454 -0.011593066062563127 0.015003873538199267 0.010635220043431875 -0.0069693341538619273
leaf_weight=0.0016208672402480326 0.0012651821242422078 0.0013394721877029491 0.0012447896878987593 0.0018064505405883523 0.0011989824521198794
leaf_count=701 441 259 406 1629 474
internal_value=0 -0.00135065 0.000986127 -0.0027856 0.00361209
internal_weight=0 0.00721056 0.00587109 0.0046263 0.00300543
internal_count=3910 3469 3210 2804 2103
is_linear=0
shrinkage=0.1


Tree=8239
num_leaves=7
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split_feature=11 4 2 2 1 3
split_gain=2.86568e-05 3.50394e-05 4.01185e-05 9.14058e-05 3.30648e-05 3.73683e-05
threshold=1.0000000180025095e-35 -0.0010999999999999996 0.096540000000000015 0.085255000000000011 0.094695000000000015 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6
right_child=-2 4 -4 -5 5 -7
leaf_value=0.00032401876400719841 -0.00031764875922775214 -0.00034440694451879825 0.00037585481459711623 -0.00045876344489737539 0.00023324278796634835 -0.00020499973001033358
leaf_weight=0.0013336875066091952 0.0010333356222800147 0.0013878554523572314 0.0018150591983829055 0.0010062332743605595 0.0015496740340039065 0.0014461275469884716
leaf_count=938 304 639 495 926 395 213
internal_value=0 2.80751e-05 0.000157092 -1.26001e-05 -9.42119e-05 2.16952e-05
internal_weight=0 0.00853864 0.00415498 0.00233992 0.00438366 0.0029958
internal_count=3910 3606 2359 1864 1247 608
is_linear=0
shrinkage=0.00196078


Tree=8240
num_leaves=8
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split_feature=12 0 47 13 48 4 3
split_gain=1.71777e-05 2.53057e-05 5.41203e-05 3.69041e-05 3.34647e-05 4.79659e-05 7.58013e-06
threshold=0.10595000000000002 -0.06402999999999999 0.09252500000000001 -1.0000000180025095e-35 0.087235000000000021 -0.0077799999999999996 0.084925000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.0001293499955402504 -0.00024570438983273274 0.00047025296186340896 -0.00045589328880802808 -2.0623820130432451e-05 -0.00024312775652071239 0.00021408443930585902 0.00045377993574859121
leaf_weight=0.0014774845938860174 0.0010098651115271378 0.0010493847859942946 0.0010154073482820146 0.0013416578940748127 0.0011735240181763242 0.0010048428168425122 0.0010243174513210802
leaf_count=1558 391 278 288 324 299 623 149
internal_value=0 2.55231e-05 -4.55459e-05 0.000194813 4.34828e-05 0.000139399 0.000335082
internal_weight=0 0.00808662 0.00569558 0.00239104 0.00468017 0.00350664 0.00202916
internal_count=3910 3519 2917 602 2629 2330 772
is_linear=0
shrinkage=0.00196078


Tree=8241
num_leaves=7
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split_feature=50 4 12 3 12 52
split_gain=1.32932e-05 2.4725e-05 2.83158e-05 3.03077e-05 4.33194e-05 4.33479e-05
threshold=0.086465000000000014 0.40359500000000004 -0.023959999999999995 0.10666500000000002 0.086935000000000012 -0.0066199999999999991
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00032160573378428554 -0.00021673294912037094 0.00030753125630229096 -0.00016398013467430113 0.00027880124538610257 -0.00026821209803596507 0.00034182136056212727
leaf_weight=0.0010180359674615948 0.0010074023604101949 0.0010197511276360391 0.0011710421531017682 0.0014518302764192177 0.0019461125463509886 0.0014681139262163352
leaf_count=284 715 365 434 139 1506 467
internal_value=0 2.21434e-05 -1.91067e-05 3.19038e-05 -4.62712e-05 0.000117388
internal_weight=0 0.00807489 0.00705513 0.0060371 0.00458527 0.00263916
internal_count=3910 3195 2830 2546 2407 901
is_linear=0
shrinkage=0.00196078


Tree=8242
num_leaves=7
num_cat=0
split_feature=12 3 13 2 2 2
split_gain=1.36841e-05 2.29241e-05 4.14289e-05 4.68059e-05 5.1274e-05 3.03349e-05
threshold=0.10595000000000002 -0.075954999999999981 -0.060719999999999989 0.11230000000000001 0.089910000000000004 0.085155000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00038644526659539666 -0.00022141398063838023 0.00038906635301764949 -0.00012013828688637156 -0.00035216827686919064 0.00043301259051041621 3.1248187289309126e-05
leaf_weight=0.0010335405190438319 0.0010001417857716773 0.0013968752333925792 0.0013981176755720169 0.0010730604622288835 0.0011948980008248458 0.0018925528473771288
leaf_count=894 391 586 272 160 237 1370
internal_value=0 2.18737e-05 0.000101723 -7.76292e-06 0.000134761 -0.000116287
internal_weight=0 0.00798904 0.00506295 0.00366608 0.00259302 0.00292609
internal_count=3910 3519 1255 669 509 2264
is_linear=0
shrinkage=0.00196078


Tree=8243
num_leaves=7
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split_feature=11 49 47 43 16 15
split_gain=2.68737e-05 1.79013e-05 2.81779e-05 3.80562e-05 3.90083e-05 2.17048e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 0.10436500000000001 -0.077544999999999989 -0.057604999999999996 -0.073314999999999991
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=9.7125993968117424e-05 -0.00030810378752563287 0.00029776353398366576 0.00034505018247208135 -0.00031631020662160609 0.00010713232997790072 -0.00028980862294345383
leaf_weight=0.0010014392074942555 0.0010128344517762481 0.0013242874046917371 0.0012761649889274111 0.0015990878916466798 0.0017537529151707813 0.0012569256728203293
leaf_count=274 304 856 234 1119 691 432
internal_value=0 3.04128e-05 8.67992e-05 1.63349e-05 -9.48223e-05 -0.000118228
internal_weight=0 0.00821166 0.00595329 0.00467713 0.00335284 0.00225836
internal_count=3910 3606 2900 2666 1810 706
is_linear=0
shrinkage=0.00196078


Tree=8244
num_leaves=7
num_cat=0
split_feature=50 4 40 16 52 4
split_gain=7.65499e-06 2.20147e-05 2.48534e-05 2.89672e-05 4.88753e-05 3.43249e-05
threshold=0.07992500000000001 0.28937500000000005 -1.0000000180025095e-35 -0.19424999999999998 1.0000000180025095e-35 -0.0031049999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.015582772334953629 -0.0082322456716685342 0.014621808111127857 -0.012002536095919569 -0.013756380413952898 0.021522478835531746 0.0079551623158030643
leaf_weight=0.00100383947636426 0.0010100882369595866 0.0010298855569522911 0.001227451047859849 0.0013115904587814437 0.0013080554520165403 0.0016369573330015377
leaf_count=265 755 396 214 892 1003 385
internal_value=0 0.00103964 -0.00111639 0.00153164 0.00543441 -0.00170269
internal_weight=0 0.00751778 0.00648789 0.00548405 0.0042566 0.00294855
internal_count=3910 3155 2759 2494 2280 1277
is_linear=0
shrinkage=0.1


Tree=8245
num_leaves=7
num_cat=0
split_feature=52 0 16 0 2 2
split_gain=7.86471e-06 2.2608e-05 4.95666e-05 1.955e-05 3.98446e-05 1.69995e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15100500000000003 -0.099024999999999988 0.083715000000000026 0.10045500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=0.01666638439200124 -0.0079205203362096958 0.025528905003220553 -0.0019255473320572971 -0.015401408661747218 -0.016316403539419832 0.00039540382503946742
leaf_weight=0.0010470546022336128 0.0011054209986969118 0.0010385629522639418 0.0017927366402601937 0.0010234935205668812 0.0010429584950487063 0.0014618057662014467
leaf_count=130 647 607 487 1475 241 323
internal_value=0 0.00112189 0.00814516 -0.00322425 0.000284724 -0.00656322
internal_weight=0 0.00740661 0.0028313 0.00457531 0.00355182 0.00250476
internal_count=3910 3263 1094 2169 694 564
is_linear=0
shrinkage=0.1


Tree=8246
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 13 1
split_gain=1.25271e-05 6.10091e-05 3.28329e-05 3.12848e-05 4.11319e-05 3.61951e-05 3.41312e-05
threshold=-0.049344999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.10462499999999998 -0.084184999999999996 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4
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leaf_value=0.00020294995591334193 -0.00044517576815789452 -0.00024423138708788467 -0.000270966728795527 -0.00018292980801034824 0.0001035393602312699 0.00059929862999004988 0.00021616339298749409
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leaf_count=602 812 871 136 585 330 367 207
internal_value=0 -2.90517e-05 4.07231e-05 0.000104753 0.000178765 0.000364344 -1.08875e-05
internal_weight=0 0.00807854 0.00691846 0.0056491 0.00449315 0.00227096 0.00222219
internal_count=3910 3308 2496 1625 1040 697 343
is_linear=0
shrinkage=0.00196078


Tree=8247
num_leaves=7
num_cat=0
split_feature=11 2 3 52 4 0
split_gain=2.66171e-05 2.22582e-05 6.10083e-05 3.99761e-05 6.59053e-05 3.17853e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.016565000000000003 0.0057500000000000008 -0.14136999999999997
decision_type=2 2 2 2 2 2
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leaf_count=1202 304 740 151 998 290 225
internal_value=0 2.41252e-05 0.000134326 -6.86985e-05 3.13714e-05 -3.95402e-05
internal_weight=0 0.00836577 0.00382486 0.00454091 0.00350416 0.00256196
internal_count=3910 3606 1116 2490 1492 376
is_linear=0
shrinkage=0.00196078


Tree=8248
num_leaves=6
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split_feature=15 12 3 151 4
split_gain=8.16198e-06 1.53886e-05 4.7935e-05 4.28749e-05 2.57135e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0015716794214795902 0.0011405510356884219 0.0010771198421832843 0.0017672034098924494 0.0011893053666252144 0.0017773546596161604
leaf_count=614 399 512 1376 407 602
internal_value=0 0.0014125 0.00706633 -0.00250289 -0.00883796
internal_weight=0 0.00695153 0.00284432 0.00410721 0.00296666
internal_count=3910 3296 1888 1408 1009
is_linear=0
shrinkage=0.1


Tree=8249
num_leaves=7
num_cat=0
split_feature=11 13 39 16 0 3
split_gain=3.7794e-05 3.1737e-05 5.87465e-05 3.97779e-05 3.27964e-05 7.63327e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.10131499999999999 -0.087104999999999988
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00832424 0.00649945 0.00545529 0.00417536 0.00227381
internal_count=3910 3606 3217 2830 2600 2402
is_linear=0
shrinkage=0.00196078


Tree=8250
num_leaves=7
num_cat=0
split_feature=3 3 13 16 0 51
split_gain=1.0818e-05 2.91883e-05 2.90492e-05 1.85235e-05 5.68662e-05 2.24551e-05
threshold=-0.078884999999999997 -0.015794999999999997 -0.028919999999999998 -0.055679999999999993 -0.18901999999999997 -0.0032349999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5
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leaf_value=-0.016271340038728325 0.016234239783892181 -0.0094445517507885865 0.003998520161805694 0.0019822555933747005 0.022418930664422881 -0.018256201821445574
leaf_weight=0.001279458977674832 0.001211871536046189 0.0012279292621373786 0.0015802742163480731 0.0011329462097349322 0.0010298574067305211 0.0010622418118471041
leaf_count=1194 865 157 968 228 323 175
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internal_weight=0 0.00566485 0.00285973 0.00445297 0.00225779 0.00219519
internal_count=3910 1748 2162 883 480 403
is_linear=0
shrinkage=0.1


Tree=8251
num_leaves=7
num_cat=0
split_feature=3 52 52 2 42 3
split_gain=9.49179e-06 2.47666e-05 3.0831e-05 4.28726e-05 2.30471e-05 5.34124e-06
threshold=-0.075954999999999981 -0.081429999999999989 0.10433000000000002 0.106035 0.086700000000000013 -0.12008499999999998
decision_type=2 2 2 2 2 2
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leaf_value=0.0071139517092052157 0.01426985671711486 0.0035752250254530793 0.013615249497914384 -0.020934051225338549 -0.015540499296623973 -0.0031060589626043592
leaf_weight=0.0010346420381189074 0.0013453259476415092 0.0017147380088458159 0.0010117053600781447 0.0012225527272707441 0.0011686335446721525 0.0010111277923078609
leaf_count=313 398 424 367 315 887 1206
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internal_weight=0 0.00529432 0.003949 0.00293729 0.0032144 0.00204577
internal_count=3910 1504 1106 739 2406 1519
is_linear=0
shrinkage=0.1


Tree=8252
num_leaves=6
num_cat=0
split_feature=42 160 43 2 0
split_gain=9.97894e-06 2.39271e-05 2.03087e-05 2.77819e-05 5.10861e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013 -0.14070999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0076869454416200666 -0.0091146824713201104 0.014361001995636334 -0.0079711025065812395 0.0039467210305191491 0.014003325656961003
leaf_weight=0.001422990302249425 0.0016353554391183907 0.0015496226690263218 0.0018672464711701701 0.0010155606347532801 0.0010049988230561369
leaf_count=1060 1040 604 722 141 343
internal_value=0 0.00149104 0.00468081 0.00082243 0.00894874
internal_weight=0 0.00707278 0.00543743 0.00388781 0.00202056
internal_count=3910 2850 1810 1206 484
is_linear=0
shrinkage=0.1


Tree=8253
num_leaves=7
num_cat=0
split_feature=11 2 150 0 52 1
split_gain=2.32762e-05 2.63637e-05 3.72929e-05 5.5304e-05 5.16361e-05 3.02236e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.048695000000000009 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00027614800460032987 -0.00028746532584302692 -0.00027409203544263567 0.00044112444633151243 0.00050870239784307747 -7.7626924445379166e-05 9.4118117698004794e-05
leaf_weight=0.0018242114922934363 0.0010097562236081022 0.0014340963376966386 0.0010855165732198526 0.0011572677629965197 0.0011526244403837491 0.0015831376842604841
leaf_count=1553 304 246 239 623 490 455
internal_value=0 2.7954e-05 0.000121131 2.83537e-05 0.000216127 -0.000104113
internal_weight=0 0.00823685 0.00482951 0.00374399 0.00230989 0.00340735
internal_count=3910 3606 1598 1359 1113 2008
is_linear=0
shrinkage=0.00196078


Tree=8254
num_leaves=8
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split_feature=42 40 2 3 160 4 1
split_gain=1.41443e-05 4.11442e-05 4.42401e-05 4.75523e-05 3.54785e-05 3.65497e-05 8.22743e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.11476000000000001 -1.0000000180025095e-35 0.074650000000000008 0.089680000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00022658076733828399 0.00038732634303555982 -0.00037093900099262512 -0.00039565507273247891 0.00042123718769293913 0.00016998095552790045 0.00034926920379766113 -0.00052586924132633195
leaf_weight=0.001001214947330094 0.0010261532506998109 0.0010221759413201982 0.001092285678475244 0.0010103768960896863 0.0018453369238682978 0.0010648289467271189 0.001011270916399395
leaf_count=440 363 908 300 134 1123 209 433
internal_value=0 2.05042e-05 -3.29163e-05 3.36298e-05 -4.55896e-05 3.92172e-05 -7.63577e-05
internal_weight=0 0.00807243 0.00704628 0.00595399 0.00494361 0.00392144 0.00285661
internal_count=3910 3470 3107 2807 2673 1765 1556
is_linear=0
shrinkage=0.00196078


Tree=8255
num_leaves=6
num_cat=0
split_feature=1 4 150 3 3
split_gain=8.61195e-06 1.96578e-05 1.52471e-05 3.0385e-05 3.07042e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 0.096385000000000012 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0025001321809557629 -0.0067562427799506761 -0.014781611598289356 0.011839871282450508 -0.011821555816265926 0.013898628002547736
leaf_weight=0.0015777521765803089 0.0012258138203872187 0.0011293404769430917 0.0012628840323974213 0.0015724662808152285 0.001743140082747043
leaf_count=454 645 1554 362 299 596
internal_value=0 -0.00470944 0.00212062 -0.000582117 0.0053707
internal_weight=0 0.00270709 0.0058043 0.00454142 0.00296895
internal_count=3910 2008 1902 1540 1241
is_linear=0
shrinkage=0.1


Tree=8256
num_leaves=7
num_cat=0
split_feature=11 2 4 15 16 2
split_gain=3.03923e-05 2.35924e-05 3.2295e-05 4.12042e-05 2.53549e-05 3.11702e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.077679999999999985 -0.053579999999999996 -0.46853499999999992 0.106285
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6
right_child=-2 4 3 -5 5 -7
leaf_value=0.00019923852010498189 -0.00032688563571599456 -0.00015411831974423715 7.2033617978839286e-06 -0.00051020689206293201 1.9680253562734955e-05 0.00037335611839057207
leaf_weight=0.0010467169841986224 0.0010003133679148653 0.0010031032980204716 0.0013905976692711668 0.0010300596434226472 0.001921199286006007 0.0019110309731582996
leaf_count=831 304 240 624 553 750 608
internal_value=0 3.48956e-05 -8.85339e-05 -0.00021297 0.000123406 0.000196049
internal_weight=0 0.00830271 0.00346737 0.00242066 0.00483533 0.00383223
internal_count=3910 3606 2008 1177 1598 1358
is_linear=0
shrinkage=0.00196078


Tree=8257
num_leaves=6
num_cat=0
split_feature=4 39 2 4 15
split_gain=9.92936e-06 1.49587e-05 3.57174e-05 7.335e-05 5.30103e-05
threshold=0.27020000000000005 0.083240000000000022 0.106285 -0.08422499999999998 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.025063655609778135 0.0076976014903006543 -0.01282812383524473 0.013871939691358477 -0.0075426914185580066 0.017505595344050152
leaf_weight=0.0012190096098449506 0.0013853554741443718 0.001010206309408017 0.0014736075853606029 0.0019170289489263363 0.0015107260331304996
leaf_count=614 472 269 488 1094 973
internal_value=0 -0.00155436 0.000306445 -0.00399552 0.00349692
internal_weight=0 0.00713058 0.00612037 0.00464676 0.00342775
internal_count=3910 3438 3169 2681 2067
is_linear=0
shrinkage=0.1


Tree=8258
num_leaves=8
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split_feature=13 47 16 42 12 48 1
split_gain=2.44184e-05 3.01375e-05 5.62564e-05 3.80893e-05 6.45473e-05 4.21674e-05 5.12031e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.48509999999999992 0.084685000000000024 0.084100000000000022 0.084500000000000006 0.088495000000000018
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.00024706737930519805 0.00043221570923649718 -0.00032845917008826381 0.00046787599722535376 0.00019230112939285106 -0.00052123314619500485 -0.00032921133452297414 -0.00012479091784256416
leaf_weight=0.0012857238756877288 0.0010188217958004633 0.0012173651168919013 0.0010202002394335014 0.0016436965870057323 0.0013237321097318835 0.0010757443237277139 0.0012436431199393779
leaf_count=210 265 219 273 1416 1099 213 215
internal_value=0 -4.27717e-05 4.70213e-06 -6.43575e-05 -0.000154823 -9.58663e-06 0.000142294
internal_weight=0 0.0085432 0.00732584 0.00630702 0.00466332 0.00333959 0.00226384
internal_count=3910 3700 3481 3216 1800 701 488
is_linear=0
shrinkage=0.00196078


Tree=8259
num_leaves=7
num_cat=0
split_feature=11 2 1 1 3 0
split_gain=2.53566e-05 2.69831e-05 3.06245e-05 2.96354e-05 4.72897e-05 2.54029e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 0.083370000000000014 0.12046500000000002 0.076335000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00026677225345497963 -0.00029092112147197774 -0.00026998100604078688 9.8015826795084426e-05 0.00046923061436589828 -4.512832523624674e-05 0.00015129901562607322
leaf_weight=0.0019397429757025538 0.0010627043153059674 0.0010431076828880136 0.0016269116613064055 0.0016529278817058969 0.0011762532437652267 0.0011648081090937581
leaf_count=1553 304 912 455 397 216 73
internal_value=0 3.01183e-05 -0.000100376 0.000122518 0.000255382 -4.77305e-05
internal_weight=0 0.00860375 0.00356665 0.0050371 0.00282918 0.00220792
internal_count=3910 3606 2008 1598 613 985
is_linear=0
shrinkage=0.00196078


Tree=8260
num_leaves=7
num_cat=0
split_feature=11 39 13 4 16 2
split_gain=2.77854e-05 1.85518e-05 6.12348e-05 4.02106e-05 4.43224e-05 2.20629e-05
threshold=1.0000000180025095e-35 0.005105000000000001 -0.094679999999999986 -0.032604999999999995 -0.0083999999999999995 0.096750000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00033611313738080202 -0.00030404558338165773 0.00025284574549999759 -0.00033668541433154876 2.5909750706495704e-05 0.00033587316756950757 -0.00034625154867083446
leaf_weight=0.0015804382863163222 0.0010471894370687714 0.0012715914484670758 0.0018570673586854455 0.0014791158032790126 0.0011525936508175465 0.0010452079299900464
leaf_count=331 304 445 1476 563 524 267
internal_value=0 3.47029e-05 -4.28671e-06 -0.000101501 1.72819e-05 -0.000128185
internal_weight=0 0.00838601 0.00711442 0.00553398 0.00367692 0.00252432
internal_count=3910 3606 3161 2830 1354 830
is_linear=0
shrinkage=0.00196078


Tree=8261
num_leaves=7
num_cat=0
split_feature=13 39 2 13 2 4
split_gain=8.71029e-06 2.85261e-05 3.18661e-05 2.11509e-05 2.73816e-05 2.46369e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11230000000000001 0.0024700000000000004 0.089910000000000004 -0.029114999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0085132153762855611 0.0080518018380551486 0.014055868675858039 -0.016230723829158158 -0.012120527220628672 0.014261364770855562 -0.012547702801611533
leaf_weight=0.0010422905984604084 0.0010762389115322589 0.0010488561331695578 0.0015489845808481471 0.0010834199911202813 0.0014971454968775561 0.0012606909622130912
leaf_count=196 972 424 398 523 721 676
internal_value=0 -0.00124172 -0.00372297 0.0002169 0.00370317 -0.0030609
internal_weight=0 0.00751534 0.00646648 0.0049175 0.00383408 0.00233693
internal_count=3910 3714 3290 2892 2369 1648
is_linear=0
shrinkage=0.1


Tree=8262
num_leaves=7
num_cat=0
split_feature=11 0 42 15 15 15
split_gain=3.00326e-05 2.4437e-05 3.53265e-05 8.16778e-05 4.83322e-05 3.02391e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 0.083725000000000008 0.024640000000000006 -0.038029999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=4.8046999031289119e-05 -0.00032643482113455836 0.00023180693319896324 0.00020845162221622235 -0.00060952623464468995 0.00038401236544359252 -0.00036322570749623353
leaf_weight=0.0017436299554234782 0.0010406787147537603 0.0017648131061272828 0.0017868943667327915 0.0010129861146956944 0.0010124827093121644 0.0011345895160811185
leaf_count=370 304 324 1615 682 205 410
internal_value=0 2.65635e-05 -2.75747e-05 -0.000113582 1.55422e-05 -0.000114076
internal_weight=0 0.0084554 0.00669058 0.00490369 0.0038907 0.00287822
internal_count=3910 3606 3282 1667 985 780
is_linear=0
shrinkage=0.00196078


Tree=8263
num_leaves=9
num_cat=0
split_feature=11 16 2 16 0 16 4 0
split_gain=4.17078e-05 2.94587e-05 4.83783e-05 5.30634e-05 4.50001e-05 6.50169e-05 1.2887e-05 6.29614e-06
threshold=0.077330000000000024 -0.42360999999999993 0.106285 -0.11180499999999999 -0.029849999999999998 0.011450000000000002 -0.0031049999999999997 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -4
right_child=-2 2 7 4 -6 -7 -8 -9
leaf_value=-0.00024637176050146953 -0.00038268840146790949 0.00038395814721991567 0.00023589679577640872 -0.00031655196007658338 -0.00043875675915075278 0.00041478736730747389 -2.6292328887215112e-05 0.00045519956997966128
leaf_weight=0.0011987151014943584 0.001002238273807513 0.0010689832576006976 0.0010110820688706487 0.001167712709374779 0.0011400675857925211 0.0010585057412895093 0.0011847368008060279 0.0010022448401626992
leaf_count=385 279 229 140 1484 181 395 372 445
internal_value=0 3.93905e-05 8.42657e-05 -9.16439e-06 -0.000101504 1.12178e-05 -0.000170372 0.000345067
internal_weight=0 0.00883205 0.00763333 0.00562001 0.00455102 0.00341096 0.00235245 0.00201333
internal_count=3910 3631 3246 2661 2432 2251 1856 585
is_linear=0
shrinkage=0.00196078


Tree=8264
num_leaves=7
num_cat=0
split_feature=4 13 0 43 49 16
split_gain=1.05564e-05 1.73657e-05 2.17821e-05 3.14581e-05 2.69056e-05 2.8467e-05
threshold=0.40359500000000004 -0.13934999999999997 -0.017269999999999997 -0.079374999999999987 -0.0092149999999999992 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.011885832183230617 0.0087792027783282229 -0.013928652361177053 0.012967539322606088 -0.0095478650493458772 -0.0020407006802960199 0.020373073785853367
leaf_weight=0.0013127974349851045 0.0011671733742891393 0.001550064901478636 0.0011842752630943365 0.0011001655256664788 0.0010996808280286899 0.0011690260747213473
leaf_count=233 395 1087 320 178 1044 653
internal_value=0 -0.00145207 0.000792226 -0.00213908 0.00328546 0.00950874
internal_weight=0 0.00741601 0.00610321 0.00491894 0.00336887 0.00226871
internal_count=3910 3515 3282 2962 1875 1697
is_linear=0
shrinkage=0.1


Tree=8265
num_leaves=8
num_cat=0
split_feature=11 2 1 52 2 52 43
split_gain=3.92674e-05 2.13611e-05 3.24239e-05 2.93804e-05 4.1439e-05 3.57826e-05 1.73492e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.090355000000000005 -0.048794999999999991 0.10393500000000001 0.10062000000000001 -0.075819999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -4
right_child=-2 3 6 4 5 -7 -8
leaf_value=-0.00028597447915879916 -0.00035917439287600308 0.00033673096701709984 -9.2986590012481357e-05 0.00030170174893562812 -0.00041019756811939192 0.00010696640523508306 0.00026949497815009272
leaf_weight=0.0015448536812715293 0.0010429204397237784 0.0016919645017963282 0.0010004414489741852 0.0012423912392303675 0.0010295019076532331 0.0010279785895109335 0.0010306187071121786
leaf_count=1336 304 571 306 513 294 220 366
internal_value=0 4.37873e-05 -7.18893e-05 0.000126652 1.89376e-05 -0.000151807 9.0947e-05
internal_weight=0 0.00856775 0.00357591 0.00499184 0.00329987 0.00205748 0.00203106
internal_count=3910 3606 2008 1598 1027 514 672
is_linear=0
shrinkage=0.00196078


Tree=8266
num_leaves=8
num_cat=0
split_feature=47 43 16 16 16 48 3
split_gain=2.551e-05 3.80954e-05 4.60385e-05 3.8279e-05 3.51919e-05 4.28934e-05 1.60061e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15100500000000003 -0.00083999999999999993 -0.083564999999999987 0.084905000000000022 -0.077689999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00035809184993352661 -0.00030180311238471087 0.00043989246588747226 -0.00033340448543513098 0.00038243045116672747 -0.0002836332648351931 -0.0001959882670963813 9.0159305970936428e-05
leaf_weight=0.0011600769731426553 0.0010087365917026648 0.001009427059726373 0.0014778665731868127 0.0011060005576905866 0.0013981306453736417 0.0012579049899879599 0.0010030757021232467
leaf_count=261 179 627 504 451 1269 238 381
internal_value=0 2.81772e-05 -2.45952e-05 5.44378e-05 -2.32653e-05 8.80445e-05 0.000265578
internal_weight=0 0.00841248 0.00725241 0.00577454 0.00466854 0.00327041 0.0020125
internal_count=3910 3731 3470 2966 2515 1246 1008
is_linear=0
shrinkage=0.00196078


Tree=8267
num_leaves=8
num_cat=0
split_feature=13 48 0 2 3 1 16
split_gain=9.55337e-06 2.41797e-05 3.08539e-05 2.51024e-05 3.09906e-05 1.31302e-05 9.12348e-06
threshold=-0.23438999999999996 0.11028500000000001 -0.17106499999999999 0.090050000000000005 -0.074234999999999982 0.088135000000000005 0.0054700000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=0.0086069010442002651 0.01501521722315912 -0.015682417985048835 0.0025828158833502203 -0.017083663581775512 -0.010181980699383739 0.018773934114302147 -0.0039392619517613784
leaf_weight=0.0011083622579034788 0.0012511899908916472 0.0010160937839486751 0.0010027001445318969 0.0011156780567233612 0.0011062497846150679 0.0010007545332207843 0.0010025787149623127
leaf_count=210 179 191 1173 782 391 457 527
internal_value=0 -0.00133993 0.000909328 -0.00246659 0.00325242 0.0106705 -0.0108624
internal_weight=0 0.00749525 0.00647915 0.00522796 0.0031097 0.00200345 0.00211826
internal_count=3910 3700 3509 3330 2021 1630 1309
is_linear=0
shrinkage=0.1


Tree=8268
num_leaves=6
num_cat=0
split_feature=11 2 1 52 2
split_gain=2.78569e-05 1.96269e-05 2.9965e-05 2.5824e-05 4.18782e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.048794999999999991 0.10393500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
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leaf_count=1553 304 571 455 513 514
internal_value=0 3.18563e-05 -8.0709e-05 0.000112281 1.01325e-05
internal_weight=0 0.00833524 0.00347354 0.0048617 0.00321767
internal_count=3910 3606 2008 1598 1027
is_linear=0
shrinkage=0.00196078


Tree=8269
num_leaves=7
num_cat=0
split_feature=4 151 4 13 47 3
split_gain=1.00216e-05 1.34613e-05 3.01872e-05 3.21911e-05 2.17571e-05 1.77526e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0013194382390351962 0.0014006959593712703 0.0014393954052346791 0.0013859460756889676 0.0010304415947080734 0.0010051647166861889 0.0010227282434041604
leaf_count=561 472 841 582 546 185 723
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internal_weight=0 0.00720311 0.00588368 0.00349257 0.00239111 0.00205317
internal_count=3910 3438 2877 2110 767 1269
is_linear=0
shrinkage=0.1


Tree=8270
num_leaves=7
num_cat=0
split_feature=50 4 40 160 12 0
split_gain=9.4865e-06 2.27224e-05 2.12323e-05 3.0451e-05 4.39935e-05 2.59565e-05
threshold=0.082310000000000008 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.14808999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.014400159581899505 -0.00919580866337214 0.014851414490859475 0.00057548716487128791 -0.014389727806541686 -0.0072807129453664413 0.020564603210064796
leaf_weight=0.0010053588193599189 0.0010022509971449557 0.0010446376227332159 0.001057867412670999 0.0010011563220214594 0.0017973134439771372 0.0016833151980573907
leaf_count=269 747 396 119 305 1313 761
internal_value=0 0.00115558 -0.00103039 0.00139601 0.00487822 0.0128505
internal_weight=0 0.00758965 0.00654501 0.00553965 0.0045385 0.00274118
internal_count=3910 3163 2767 2498 2193 880
is_linear=0
shrinkage=0.1


Tree=8271
num_leaves=7
num_cat=0
split_feature=2 160 1 2 0 0
split_gain=9.32054e-06 3.59356e-05 2.87797e-05 4.17233e-05 2.78231e-05 2.77076e-05
threshold=0.086650000000000019 0.084835000000000008 0.11198000000000001 0.10113500000000002 -0.10575999999999998 -0.07773999999999999
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 -5 5 -7
leaf_value=0.0093392472356922992 0.005622482667205205 0.018114298414925283 0.011042700167390533 -0.0180125300545062 -0.022820610731106607 -0.00014647478423194819
leaf_weight=0.0010125718937906386 0.0013913179604257669 0.0011558481350725756 0.0012399463148990071 0.0016126184379173286 0.0010117674577541336 0.0011532152330695708
leaf_count=179 1016 343 358 570 979 465
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internal_weight=0 0.00539973 0.00424388 0.00300394 0.00317755 0.00216498
internal_count=3910 2287 1944 1586 1623 1444
is_linear=0
shrinkage=0.1


Tree=8272
num_leaves=7
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split_feature=11 43 15 13 15 15
split_gain=3.56282e-05 3.19662e-05 6.00314e-05 3.42219e-05 3.40623e-05 3.27487e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 -0.053579999999999996 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=0.00057698275566946925 -0.00035018216170840723 0.00017635825073246788 -3.1039823105778834e-06 -0.00026890911812249216 -0.00040829271303979619 0.00017747102025961279
leaf_weight=0.0010468802884629085 0.0010347926226460429 0.0017346886684567737 0.0019890671782531407 0.0011428485566435211 0.0013375022725505598 0.001413352299842197
leaf_count=803 304 336 892 239 1012 324
internal_value=0 3.4763e-05 0.000196926 -5.27076e-05 -0.000154759 -2.21005e-05
internal_weight=0 0.00866434 0.00303595 0.00562839 0.0038937 0.0025562
internal_count=3910 3606 1695 1911 1575 563
is_linear=0
shrinkage=0.00196078


Tree=8273
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 4
split_gain=8.37072e-06 2.80105e-05 2.29257e-05 3.85863e-05 3.88416e-05 5.44941e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.013724853537802654 0.0076455282511406573 0.013854392807674238 0.0094514549335318887 -0.023215698204862641 -0.018320721978729502 0.0095183918760772829
leaf_weight=0.0011248256689140998 0.0012143371629750772 0.0010446208755128189 0.0010791610465944595 0.0010986470915141412 0.0019050305074492352 0.0011144836698697758
leaf_count=219 239 424 220 164 2390 254
internal_value=0 -0.00131523 -0.00382174 -0.00655375 -0.00213674 -0.00804548
internal_weight=0 0.00736677 0.00632215 0.00524299 0.00414434 0.00301951
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.1


Tree=8274
num_leaves=8
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split_feature=13 2 2 1 16 0 3
split_gain=2.34116e-05 2.53568e-05 4.98552e-05 4.59645e-05 3.88665e-05 5.25552e-05 3.78937e-05
threshold=0.17936000000000002 0.099015000000000006 0.11934000000000002 0.095825000000000007 0.064860000000000015 -0.084304999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00042055362152206835 -0.00026964736123151489 0.00064122257438689091 -0.00014445219595463058 7.9771391012624493e-05 -0.0003795938518899625 0.00034970904980115232 6.8345331631176185e-05
leaf_weight=0.0010411619135945805 0.0011532544602882904 0.0010128069090512325 0.0013590910172757483 0.0012556099397107827 0.0011473575724161187 0.0013133632972224057 0.0014702276622445491
leaf_count=1062 221 354 417 287 362 1013 194
internal_value=0 2.78683e-05 0.000152521 0.000330449 -6.3075e-05 3.1875e-05 -0.00013434
internal_weight=0 0.00859962 0.00362751 0.00226842 0.00497211 0.00382475 0.00251139
internal_count=3910 3689 1058 641 2631 2269 1256
is_linear=0
shrinkage=0.00196078


Tree=8275
num_leaves=8
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split_feature=11 2 4 3 16 15 2
split_gain=3.04763e-05 2.84492e-05 3.68977e-05 5.9738e-05 2.88758e-05 3.67574e-05 5.52202e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.077679999999999985 -1.0000000180025095e-35 -0.46853499999999992 -0.091024999999999981 0.106285
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7
right_child=-2 4 3 -5 5 6 -8
leaf_value=0.00019658133455862883 -0.00031995531020525436 -0.00016294694541364607 -0.00051075655152812071 9.6123236879873262e-05 0.00051832528118212048 -0.00016926769402942873 0.00036414837756520014
leaf_weight=0.0011202994937321129 0.0010527670146129363 0.0010425230144183789 0.0013545618677537571 0.0011556013639626881 0.0010517069736832229 0.0015230277816717557 0.0014627824548789888
leaf_count=831 304 240 1005 172 371 566 421
internal_value=0 3.32449e-05 -9.931e-05 -0.000231368 0.000127976 0.000203094 9.20589e-05
internal_weight=0 0.0087105 0.00363046 0.00251016 0.00508004 0.00403752 0.00298581
internal_count=3910 3606 2008 1177 1598 1358 987
is_linear=0
shrinkage=0.00196078


Tree=8276
num_leaves=7
num_cat=0
split_feature=11 4 1 2 1 4
split_gain=7.78313e-05 3.58412e-05 4.63668e-05 5.79063e-05 3.44081e-05 4.40109e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.090355000000000005 0.096540000000000015 0.094695000000000015 0.097045000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6
right_child=-2 4 -4 -5 5 -7
leaf_value=-0.00017636732818776085 -0.00052176653320189399 -0.00032212184829051571 0.00050931076455711999 0.00035928334041324518 0.0003554717164264338 -0.00013038905444706563
leaf_weight=0.0017987346543033224 0.0010145596557574058 0.0014302055799212451 0.0011859218727792008 0.0013645695519094914 0.0011233870810323874 0.001980472300068461
leaf_count=1487 279 651 579 303 170 441
internal_value=0 5.14935e-05 0.00017866 5.46988e-05 -7.04886e-05 4.54597e-05
internal_weight=0 0.00888329 0.00434923 0.0031633 0.00453406 0.00310386
internal_count=3910 3631 2369 1790 1262 611
is_linear=0
shrinkage=0.00196078


Tree=8277
num_leaves=7
num_cat=0
split_feature=11 16 2 16 16 4
split_gain=3.39019e-05 2.62895e-05 7.38811e-05 7.2475e-05 3.14301e-05 4.17939e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.11180499999999999 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024150771730915561 -0.0003385421632842783 0.00039158752892878254 0.0004019721983141198 -0.00043205571372298678 0.0003157761074104058 -0.00017412214166345717
leaf_weight=0.0011419331565506001 0.001048043868744822 0.0010060302333701845 0.0019801832442775278 0.0013611124001740044 0.0010099988543159021 0.0019860250318394458
leaf_count=371 304 224 585 316 476 1634
internal_value=0 3.52596e-05 7.82986e-05 -4.12079e-05 9.17208e-05 -8.97103e-06
internal_weight=0 0.00848528 0.00734335 0.00536317 0.00400205 0.00299602
internal_count=3910 3606 3235 2650 2334 2110
is_linear=0
shrinkage=0.00196078


Tree=8278
num_leaves=7
num_cat=0
split_feature=11 2 3 1 4 3
split_gain=1.93253e-05 2.83441e-05 4.05061e-05 4.3415e-05 4.05024e-05 4.69022e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.12046500000000002 0.085110000000000005 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00020238795522618165 -0.00025751070768776469 2.2939041662375754e-05 -0.00011900645341546779 0.00047655890802997828 -0.00049943821917936015 4.2421814075042985e-05
leaf_weight=0.0011001353044993033 0.0010605869767946917 0.0016320108329957535 0.0017900678726020945 0.0016128090681878152 0.0013334541389731953 0.0011385390816210325
leaf_count=831 304 970 241 387 1005 172
internal_value=0 2.30022e-05 0.000117779 0.000248407 -0.000110585 -0.000249871
internal_weight=0 0.00860702 0.00503489 0.00324482 0.00357213 0.00247199
internal_count=3910 3606 1598 1357 2008 1177
is_linear=0
shrinkage=0.00196078


Tree=8279
num_leaves=6
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split_feature=13 151 43 2 3
split_gain=9.15447e-06 2.42475e-05 3.32552e-05 6.42215e-05 4.91587e-05
threshold=0.17936000000000002 -0.0088999999999999982 -0.074254999999999988 0.089910000000000004 0.12046500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0096762320799432811 -0.0090404421896222685 0.016311106172071276 -0.017121403787805547 0.020628539860540064 -0.0055208046351673465
leaf_weight=0.0016381732646747133 0.0010051353878315619 0.0016167962290575891 0.0015162887626414805 0.0015246096361458648 0.0013604070744499767
leaf_count=648 221 975 1138 760 168
internal_value=0 0.00111011 0.00404624 -0.000459196 0.00829802
internal_weight=0 0.00765627 0.0060181 0.00440131 0.00288502
internal_count=3910 3689 3041 2066 928
is_linear=0
shrinkage=0.1


Tree=8280
num_leaves=8
num_cat=0
split_feature=11 2 0 42 3 16 52
split_gain=2.74353e-05 2.0148e-05 3.13955e-05 2.60833e-05 4.06114e-05 3.10696e-05 1.44173e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 -0.087904999999999983 -0.078884999999999997 -0.088144999999999987 0.016565000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=0.00022930941312539321 -0.00030817025215383684 -8.5851738444440648e-05 0.0004652645313596187 -0.00043712306725183039 0.00023893429704913643 -0.00017747690609369447 0.00013659065769205044
leaf_weight=0.0010350090413727376 0.0010219013198379352 0.0013294631218575964 0.001026265004040362 0.0011151073474568196 0.001228462249711534 0.0015684210586996605 0.0010261904896664408
leaf_count=373 304 157 527 1332 290 605 322
internal_value=0 3.22464e-05 0.000148885 -4.74911e-05 -0.000120725 5.42148e-06 0.000300934
internal_weight=0 0.00832892 0.00338192 0.004947 0.00391199 0.00279688 0.00205246
internal_count=3910 3606 1006 2600 2227 895 849
is_linear=0
shrinkage=0.00196078


Tree=8281
num_leaves=7
num_cat=0
split_feature=42 43 51 1 12 0
split_gain=8.90388e-06 2.29862e-05 2.69962e-05 2.97471e-05 6.35862e-05 4.03543e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 0.094485000000000013 0.08401500000000002 -0.15517999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.014473708798496588 -0.0079268660524183885 0.014303096116621075 -0.021768703825050136 -0.0041818010884655003 0.0093002570950366514 0.021804550867021721
leaf_weight=0.0012209750981658123 0.001234718196387972 0.0011407374114301445 0.0012375783310017013 0.0010859421089056669 0.0014083792293053329 0.0013288217739120551
leaf_count=506 843 311 353 145 1280 472
internal_value=0 0.0012442 -0.00112725 0.00209278 -0.00523145 0.0101182
internal_weight=0 0.00742243 0.0062817 0.00506072 0.00264596 0.00241476
internal_count=3910 3067 2756 2250 1633 617
is_linear=0
shrinkage=0.1


Tree=8282
num_leaves=7
num_cat=0
split_feature=11 16 2 0 43 3
split_gain=2.99538e-05 1.72539e-05 4.40073e-05 5.71003e-05 3.09145e-05 3.68912e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 -0.074254999999999988 0.084925000000000014
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
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leaf_weight=0.0010862217614298264 0.0010027477001629441 0.0015509283320525387 0.0018772301465016196 0.0012538193715715537 0.0012352481244813801 0.0011337910104062439
leaf_count=371 304 1021 585 205 1297 127
internal_value=0 3.30172e-05 6.84551e-05 -2.48532e-05 9.16454e-05 -4.92444e-05
internal_weight=0 0.00813724 0.00705102 0.00517379 0.00391997 0.00236904
internal_count=3910 3606 3235 2650 2445 1424
is_linear=0
shrinkage=0.00196078


Tree=8283
num_leaves=6
num_cat=0
split_feature=3 15 43 0 0
split_gain=9.41474e-06 2.3978e-05 2.20927e-05 1.61019e-05 3.00005e-05
threshold=-0.075954999999999981 0.014775000000000002 -0.057994999999999998 -0.10462499999999998 -0.21145499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.011119855481250402 0.01456431339443855 0.0064256487415031626 0.0036522595551827988 0.0077490801438955042 -0.017406083008707964
leaf_weight=0.0020002016956446687 0.0011857022722329708 0.0012756511900498405 0.0015831912658806208 0.001421892795581926 0.0011813099163597148
leaf_count=1258 536 1148 191 555 222
internal_value=0 -0.00428745 0.00251439 -0.00089848 -0.00534626
internal_weight=0 0.00327585 0.0053721 0.00418639 0.0027645
internal_count=3910 2406 1504 968 413
is_linear=0
shrinkage=0.1


Tree=8284
num_leaves=6
num_cat=0
split_feature=150 15 16 4 1
split_gain=8.96313e-06 2.6684e-05 3.07707e-05 2.04781e-05 3.21881e-05
threshold=0.082085000000000019 -0.038029999999999987 -0.055679999999999993 -0.034289999999999994 0.078675000000000009
decision_type=2 2 2 2 2
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leaf_value=-0.0014054503710295443 0.0067252132716039198 0.0067950704653921903 -0.022980690547078356 0.014256146576160445 -0.015271688620632466
leaf_weight=0.0018983805808633094 0.0015902187149149693 0.0018570695317960471 0.0010141898363706869 0.0012520796609769499 0.0010263610896148645
leaf_count=710 513 996 674 365 652
internal_value=0 -0.0015863 -0.00891819 0.00357743 -0.00105962
internal_weight=0 0.00704808 0.00291257 0.00413551 0.00288343
internal_count=3910 3397 1384 2013 1648
is_linear=0
shrinkage=0.1


Tree=8285
num_leaves=8
num_cat=0
split_feature=11 48 0 2 52 4 0
split_gain=3.08603e-05 2.16506e-05 7.99458e-05 5.0677e-05 4.26063e-05 5.73728e-05 3.91516e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.076854999999999993 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00031235469779359058 -0.00032409712516678289 -0.0001501536430377605 0.00053814619481501826 0.00033022097648728718 -0.00044399458182117427 2.9162785304890242e-05 -0.00048418459613562982
leaf_weight=0.0013032809417750646 0.0010514319151361902 0.0013474582474379963 0.0012512393850896968 0.0011842501345843285 0.0011924516882739714 0.001266875118589251 0.0010401892182214266
leaf_count=654 304 114 591 421 791 200 835
internal_value=0 3.18009e-05 0.000181254 -3.30697e-05 -0.000122648 -1.65115e-05 -0.000202291
internal_weight=0 0.00858574 0.0025987 0.00598705 0.0048028 0.00361035 0.00230706
internal_count=3910 3606 705 2901 2480 1689 1035
is_linear=0
shrinkage=0.00196078


Tree=8286
num_leaves=7
num_cat=0
split_feature=11 16 2 0 12 0
split_gain=2.37885e-05 1.76976e-05 4.60772e-05 6.94138e-05 3.56364e-05 2.9402e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
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leaf_count=371 304 161 585 205 1185 1099
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internal_weight=0 0.00826352 0.00715886 0.00526869 0.00399914 0.00241864
internal_count=3910 3606 3235 2650 2445 1260
is_linear=0
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Tree=8287
num_leaves=8
num_cat=0
split_feature=47 43 52 16 15 15 1
split_gain=3.08836e-05 3.61318e-05 5.23632e-05 3.9955e-05 2.65582e-05 5.20744e-05 3.17165e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=0.00034684571186908107 -0.00032228526253609172 -0.00022412320900566408 -0.0003311852931033934 -0.00028015881008000321 0.00063068636221995595 8.0659230936013112e-06 0.00020427125855122826
leaf_weight=0.0012290191942805053 0.0010391769176877281 0.001175986504123283 0.0015922864072663318 0.0010290724006597994 0.001012761156442206 0.0010538992793426732 0.0015274852625331748
leaf_count=261 179 667 953 529 177 709 435
internal_value=0 3.55345e-05 -1.62288e-05 7.02488e-05 0.000145843 0.000313179 1.79234e-05
internal_weight=0 0.00862051 0.00739149 0.0057992 0.00477013 0.00206666 0.00270347
internal_count=3910 3731 3470 2517 1988 886 1102
is_linear=0
shrinkage=0.00196078


Tree=8288
num_leaves=7
num_cat=0
split_feature=1 0 2 3 4 3
split_gain=1.00037e-05 1.84927e-05 1.55229e-05 3.91312e-05 2.96721e-05 2.22938e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 0.013395000000000002 0.0057500000000000008 -0.074234999999999982
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 4 -6 -7
leaf_value=-0.015276054456803434 0.0048978557516858564 0.0015106415642498758 0.022149081482196374 -0.013342173256141499 0.008237693289981491 -0.015425846356929437
leaf_weight=0.0010756524000876775 0.0011713578580641304 0.0016831071115456897 0.0010863872830244523 0.0010606652970156947 0.0015957785390797608 0.0010009422352403998
leaf_count=1642 588 366 478 246 233 357
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internal_weight=0 0.00275876 0.00591513 0.00374283 0.00265644 0.0021723
internal_count=3910 2008 1902 957 479 945
is_linear=0
shrinkage=0.1


Tree=8289
num_leaves=7
num_cat=0
split_feature=11 16 2 0 0 4
split_gain=3.08353e-05 2.27619e-05 4.41523e-05 5.85879e-05 3.28945e-05 3.3299e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 -0.07773999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00022455721499824207 -0.00032707309777427375 -0.0001673374948420146 0.0003326533850998463 -0.00037997761377381073 0.00040647813363350264 0.0002593817407588097
leaf_weight=0.0011138900720207125 0.0010075939812769332 0.0018207259953005009 0.001903490895169598 0.001284157381793675 0.0010144094047982565 0.0011453758850474044
leaf_count=371 304 1664 585 205 530 251
internal_value=0 3.62071e-05 7.67283e-05 -1.58038e-05 0.000101683 -2.55761e-06
internal_weight=0 0.00828205 0.00716816 0.00526467 0.00398051 0.0029661
internal_count=3910 3606 3235 2650 2445 1915
is_linear=0
shrinkage=0.00196078


Tree=8290
num_leaves=8
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split_feature=11 52 13 1 43 0 1
split_gain=2.81195e-05 1.91884e-05 4.18495e-05 5.21142e-05 4.18573e-05 3.81634e-05 2.98745e-06
threshold=1.0000000180025095e-35 0.11401500000000002 -0.094679999999999986 0.11593500000000001 -0.083899999999999988 -0.22851499999999997 0.088495000000000018
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
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leaf_weight=0.0016480386721819153 0.0010314052767929306 0.0010543160684580565 0.0013725914652030855 0.0010220306713616036 0.001207476991445773 0.0010220443069661736 0.0010040826069845419
leaf_count=304 304 611 672 279 122 1208 410
internal_value=0 3.7664e-05 7.34854e-05 -6.98172e-06 8.1894e-05 -3.98848e-05 -0.000204328
internal_weight=0 0.00833058 0.00727626 0.00562823 0.0046062 0.0032336 0.00202613
internal_count=3910 3606 2995 2691 2412 1740 1618
is_linear=0
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Tree=8291
num_leaves=8
num_cat=0
split_feature=11 160 13 39 3 0 2
split_gain=5.06551e-05 2.56798e-05 3.37733e-05 3.52084e-05 4.11432e-05 8.75374e-05 3.57951e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
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leaf_weight=0.0016799324935390277 0.0010061214975440715 0.0010277508654968964 0.0015516580729554429 0.0010185802708054473 0.0011384783169796336 0.0011300231709190185 0.0011378537659794373
leaf_count=361 279 364 1005 351 116 1288 146
internal_value=0 4.27089e-05 8.17738e-05 1.27308e-05 -5.54826e-05 -0.000176036 4.54306e-05
internal_weight=0 0.00868428 0.00765653 0.00597659 0.00495801 0.00340636 0.00227633
internal_count=3910 3631 3267 2906 2555 1550 262
is_linear=0
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Tree=8292
num_leaves=7
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split_feature=484 1 43 12 3 1
split_gain=1.00174e-05 2.4449e-05 3.4222e-05 5.9388e-05 3.98837e-05 3.20436e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010098347737393012 0.0010723014280987729 0.0012897002845363532 0.0012356726928896655 0.0017429385947492202 0.0010669931914252724 0.001285331352246072
leaf_count=251 470 337 1008 1358 210 276
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internal_weight=0 0.00763047 0.00634077 0.00533094 0.003588 0.00235232
internal_count=3910 3440 3103 2852 1494 486
is_linear=0
shrinkage=0.1


Tree=8293
num_leaves=7
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split_feature=3 42 52 52 2 43
split_gain=1.06616e-05 2.16214e-05 2.14386e-05 2.34221e-05 4.28731e-05 1.11815e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010924249820201703 0.0013646098396426533 0.00119854892631148 0.0017586591979622424 0.0010309915243682161 0.001238221069497522 0.0010003172366706498
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internal_weight=0 0.00329129 0.00539248 0.00402787 0.00299688 0.00209274
internal_count=3910 2406 1504 1106 739 1519
is_linear=0
shrinkage=0.1


Tree=8294
num_leaves=8
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split_feature=11 160 133 43 2 3 2
split_gain=3.51347e-05 2.0811e-05 3.04311e-05 3.90514e-05 4.35693e-05 2.48838e-05 8.98331e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 6 -8
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leaf_count=343 304 408 803 1080 555 185 232
internal_value=0 3.4147e-05 7.40205e-05 0.000126841 0.000344116 1.4591e-05 0.000135306
internal_weight=0 0.00842285 0.00721524 0.00615604 0.00209701 0.00405903 0.00250828
internal_count=3910 3606 3198 2395 898 1497 417
is_linear=0
shrinkage=0.00196078


Tree=8295
num_leaves=9
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split_feature=11 52 4 13 16 16 4 2
split_gain=2.84446e-05 2.47717e-05 3.38785e-05 2.87109e-05 6.07146e-05 4.20284e-05 2.04493e-05 3.3494e-07
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decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010918901148579765 0.0010422287391636505 0.0010669304259013287 0.0010380603272517304 0.0010044416253655796 0.0010347690805116779 0.0011321748360156394 0.001047968778194426 0.0010009033168933402
leaf_count=144 304 611 266 686 601 442 485 371
internal_value=0 2.73921e-05 6.7919e-05 -1.73912e-05 -8.99925e-05 0.000137549 0.000275641 -0.00033587
internal_weight=0 0.00841714 0.00735021 0.00521035 0.00417229 0.00216694 0.00213986 0.00200534
internal_count=3910 3606 2995 2366 2100 1043 629 1057
is_linear=0
shrinkage=0.00196078


Tree=8296
num_leaves=6
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split_feature=52 13 2 48 3
split_gain=1.14347e-05 2.19519e-05 2.09336e-05 5.89712e-05 2.87785e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11230000000000001 0.083775000000000002 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_weight=0.0019788754193326612 0.0011337048604020145 0.0016232126651047345 0.0010139407175019013 0.0013055189754184863 0.0016440501174563825
leaf_count=406 647 1616 382 404 455
internal_value=0 0.0013388 -0.00186707 0.00101537 -0.00616306
internal_weight=0 0.0075656 0.00558672 0.00457278 0.00326726
internal_count=3910 3263 2857 2475 2071
is_linear=0
shrinkage=0.1


Tree=8297
num_leaves=8
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split_feature=11 2 3 47 43 3 0
split_gain=2.35769e-05 1.72032e-05 3.55961e-05 2.0826e-05 4.26593e-05 4.45535e-05 2.04879e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=0.00022243451177439945 -0.00028636848252803078 0.00042222652725179376 -0.0002082103889627337 0.00018027231251235143 -0.00046208294344208243 5.3708819523805732e-05 0.00016942780286771379
leaf_weight=0.0010263031098260832 0.0010145126729899845 0.0011284531786649077 0.0010285687328084048 0.0012017840267592901 0.0015536922671061883 0.0010995033417432875 0.0011929494025273752
leaf_count=423 304 685 117 291 1723 163 204
internal_value=0 3.04297e-05 0.000138635 -4.38303e-05 -0.000117026 -0.000248335 -5.41967e-06
internal_weight=0 0.00823125 0.00334997 0.00488128 0.0036795 0.0026532 0.00222152
internal_count=3910 3606 1006 2600 2309 1886 321
is_linear=0
shrinkage=0.00196078


Tree=8298
num_leaves=7
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split_feature=4 13 0 47 49 3
split_gain=9.50613e-06 1.85211e-05 1.85294e-05 3.26768e-05 3.65936e-05 4.51694e-05
threshold=0.40359500000000004 -0.13934999999999997 -0.017269999999999997 0.09252500000000001 -0.053904999999999988 -0.0076499999999999988
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013308663300763924 0.0011837581082354501 0.0012133598222058605 0.0011988186939527086 0.0010618631049283869 0.0015393336087520634 0.0011679430164257382
leaf_count=233 395 320 320 315 2187 140
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internal_weight=0 0.00751218 0.00618132 0.0049825 0.00392064 0.00270728
internal_count=3910 3515 3282 2962 2647 2327
is_linear=0
shrinkage=0.1


Tree=8299
num_leaves=7
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split_feature=3 4 0 3 151 1
split_gain=9.80239e-06 2.64697e-05 3.00474e-05 4.29885e-05 3.83177e-05 2.98215e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00745217 0.00637769 0.00524735 0.00419824 0.00304241
internal_count=3910 3671 3395 3028 2443 1990
is_linear=0
shrinkage=0.1


Tree=8300
num_leaves=7
num_cat=0
split_feature=52 12 4 4 1 0
split_gain=1.00791e-05 2.17949e-05 3.30694e-05 2.71787e-05 4.64355e-05 2.38993e-05
threshold=0.11401500000000002 0.086865000000000012 0.08734500000000002 0.080255000000000007 0.093575000000000019 -0.10943499999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00753398 0.00306405 0.00446993 0.00322546 0.0022141
internal_count=3910 3263 1643 1620 1252 950
is_linear=0
shrinkage=0.1


Tree=8301
num_leaves=8
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split_feature=11 2 0 0 42 0 2
split_gain=2.93021e-05 1.9523e-05 4.01841e-05 2.46064e-05 3.52561e-05 4.18947e-05 1.25003e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 3.17247e-05 0.000147207 -4.67826e-05 2.97639e-05 -9.71801e-05 0.000294651
internal_weight=0 0.00827905 0.00335052 0.00492853 0.00377592 0.00260605 0.00227699
internal_count=3910 3606 1006 2600 2354 1302 868
is_linear=0
shrinkage=0.00196078


Tree=8302
num_leaves=7
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split_feature=4 4 2 4 1 2
split_gain=9.39889e-06 2.38852e-05 3.11651e-05 2.4649e-05 2.96538e-05 1.02704e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00673654 0.00256066 0.00417589 0.00314534 0.00206578
internal_count=3910 3361 803 2558 1694 1023
is_linear=0
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Tree=8303
num_leaves=8
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split_feature=11 48 0 2 42 15 0
split_gain=2.78256e-05 2.06915e-05 8.30256e-05 3.8685e-05 3.63172e-05 3.94437e-05 5.44435e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=438 304 114 591 421 858 487 697
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internal_weight=0 0.00838125 0.00254629 0.00583496 0.00469702 0.00352976 0.00235538
internal_count=3910 3606 705 2901 2480 2042 1184
is_linear=0
shrinkage=0.00196078


Tree=8304
num_leaves=8
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split_feature=11 13 39 0 16 151 1
split_gain=3.6143e-05 3.92253e-05 3.67444e-05 6.08965e-05 5.0323e-05 3.77945e-05 8.03263e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 4.15826e-05 -1.29309e-05 -6.98725e-05 2.05058e-05 -7.86559e-05 3.51856e-05
internal_weight=0 0.0087589 0.00746966 0.00637648 0.0052161 0.00412308 0.00301453
internal_count=3910 3631 3406 3001 2656 2220 1855
is_linear=0
shrinkage=0.00196078


Tree=8305
num_leaves=7
num_cat=0
split_feature=160 133 43 43 1 4
split_gain=8.64076e-06 2.86158e-05 3.04135e-05 5.41273e-05 2.30768e-05 5.82758e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0012535250868176205 0.0011493266955853124 0.0010341518991000458 0.0016550837521428583 0.0010210388705108194 0.0013664298463622777 0.0012011858686532331
leaf_count=261 427 829 1000 709 323 361
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internal_weight=0 0.00753142 0.00649726 0.00227456 0.0042227 0.00285627
internal_count=3910 3483 2654 970 1684 1361
is_linear=0
shrinkage=0.1


Tree=8306
num_leaves=7
num_cat=0
split_feature=11 43 2 52 16 0
split_gain=2.7625e-05 2.23375e-05 6.47409e-05 3.27197e-05 5.30479e-05 6.31166e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-3.6561182014929988e-05 -0.00030275911745256237 -0.00030192453495842572 0.00057132624632562584 -0.00029476614892003078 0.00042354543238894631 0.00028123729529876606
leaf_weight=0.001983088951970859 0.0010544009733160801 0.0013787399091071293 0.0010200638003937113 0.0019824276806547961 0.0010683096328636295 0.0011589974977638368
leaf_count=1159 304 332 536 330 215 1034
internal_value=0 3.35313e-05 0.000169916 -3.97599e-05 4.61023e-05 -8.22554e-05
internal_weight=0 0.00859163 0.00300315 0.00558847 0.00420973 0.00314143
internal_count=3910 3606 1695 1911 1579 1364
is_linear=0
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Tree=8307
num_leaves=6
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split_feature=52 13 2 48 3
split_gain=8.69429e-06 1.99609e-05 2.16784e-05 4.72993e-05 2.38536e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11230000000000001 0.083775000000000002 -0.075679999999999983
decision_type=2 2 2 2 2
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leaf_value=0.0098299847878452265 -0.0081963084741782499 -0.013945716006827738 -0.01506579450574333 0.017204633370749064 0.0031828851612196551
leaf_weight=0.0019737046059869114 0.0011357366349244707 0.0016232831112008652 0.0010179677693476982 0.0012993450223632011 0.0016288797658945348
leaf_count=406 647 1616 382 404 455
internal_value=0 0.00118868 -0.00187361 0.00107688 -0.00536668
internal_weight=0 0.00754318 0.00556948 0.00455151 0.00325216
internal_count=3910 3263 2857 2475 2071
is_linear=0
shrinkage=0.1


Tree=8308
num_leaves=7
num_cat=0
split_feature=4 4 2 2 13 2
split_gain=9.0366e-06 1.80883e-05 2.62211e-05 1.89718e-05 5.51385e-05 8.07819e-05
threshold=0.24280000000000004 -0.0010999999999999996 0.086915000000000006 0.084235000000000018 0.0015650000000000002 0.098195000000000018
decision_type=2 2 2 2 2 2
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leaf_value=0.013633204306457258 0.0060059370107680933 -0.019608391039136131 0.00073458401340478058 -0.031502762019394288 0.016762077906886243 0.0084172342624110798
leaf_weight=0.0010905810827828316 0.0019257300249531937 0.001147604527577643 0.0014146760232938808 0.0010052952422998419 0.0010609863892092767 0.0010225021605455497
leaf_count=790 549 282 521 1031 416 321
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internal_weight=0 0.00674165 0.00256228 0.00417936 0.00308878 0.0020278
internal_count=3910 3361 803 2558 1768 1352
is_linear=0
shrinkage=0.1


Tree=8309
num_leaves=7
num_cat=0
split_feature=51 484 49 15 1 0
split_gain=9.30214e-06 3.0005e-05 2.31214e-05 3.04304e-05 3.46787e-05 4.09656e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.014775000000000002 0.11561500000000001 -0.077944999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0099220735606672869 -0.0081854501954815289 0.016887016212764672 -0.027720472032567146 0.0093962497023047358 0.0065276481562014377 -0.0031474100631234828
leaf_weight=0.0014263008766765926 0.0012048469429119359 0.0010575845004675609 0.0012991908994101722 0.0011924956820305067 0.0010473159062454698 0.0014198569881749027
leaf_count=350 487 456 731 1199 288 399
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internal_weight=0 0.00744274 0.00638516 0.00495886 0.00376636 0.00271905
internal_count=3910 3423 2967 2617 1418 1130
is_linear=0
shrinkage=0.1


Tree=8310
num_leaves=8
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split_feature=11 160 133 43 2 52 4
split_gain=2.29682e-05 2.33492e-05 2.55228e-05 5.63068e-05 4.34226e-05 2.774e-05 4.27046e-05
threshold=1.0000000180025095e-35 0.090735000000000024 0.087895000000000015 -0.06705499999999999 1.0000000180025095e-35 0.071660000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=9.0541829113416635e-05 -0.00028457513537592067 -0.00025504169732673689 -0.00021300053532871975 0.00016032724784340637 0.00064996930273714159 0.00023011653084090348 -0.0003132638180644424
leaf_weight=0.0010666809694323547 0.001032400352682687 0.0010076715804705752 0.0010996572919299129 0.0012348737445357669 0.0010670905967571647 0.0012160386433770682 0.0017976884762653227
leaf_count=344 304 362 816 477 564 607 436
internal_value=0 2.51591e-05 6.28962e-05 0.000110432 0.000370309 -2.00857e-05 -0.000120415
internal_weight=0 0.0084897 0.00748203 0.00638237 0.00213377 0.0042486 0.00303256
internal_count=3910 3606 3244 2428 908 1520 913
is_linear=0
shrinkage=0.00196078


Tree=8311
num_leaves=7
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split_feature=11 160 4 15 1 52
split_gain=2.29171e-05 2.15645e-05 3.45139e-05 6.18472e-05 7.53209e-05 3.70363e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.077679999999999985 -0.053579999999999996 0.095575000000000007 0.086950000000000013
decision_type=2 2 2 2 2 2
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leaf_value=-0.00016004635565755029 -0.00028250315823265541 0.00052093697346982163 -0.00025942787472615914 -0.00030678566824925867 0.00041709939598009831 1.1085505776469532e-05
leaf_weight=0.0018329137486721965 0.0010220102781469788 0.0011648073073719295 0.001005427522069472 0.001746538143939368 0.0017067700068648544 0.0010340543328632313
leaf_count=1143 304 540 474 683 433 333
internal_value=0 2.82842e-05 8.01337e-05 -1.9009e-05 0.000166307 0.00028117
internal_weight=0 0.00849051 0.0066576 0.00445874 0.0027122 0.00219886
internal_count=3910 3606 2463 1590 907 873
is_linear=0
shrinkage=0.00196078


Tree=8312
num_leaves=7
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split_feature=11 3 47 1 3 13
split_gain=2.75866e-05 1.86727e-05 3.01461e-05 3.09661e-05 5.19502e-05 3.34274e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.088010000000000019 0.045635000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00027484724356338338 -0.00030219742828035186 -0.00026882603277663845 -0.00023875165201357648 0.00050394048852478088 -6.7730132326654722e-06 0.00017372508840365542
leaf_weight=0.0010812342006099275 0.0010538750309765617 0.0016224440868898512 0.0016086991331274707 0.0012636707219851992 0.0019434525767338027 0.0011018370031164492
leaf_count=222 304 1586 371 709 332 386
internal_value=0 3.38704e-05 -6.85168e-07 6.38826e-05 0.000194458 -8.9836e-05
internal_weight=0 0.00862134 0.0075401 0.0059314 0.00320712 0.00272428
internal_count=3910 3606 3384 3013 1041 1972
is_linear=0
shrinkage=0.00196078


Tree=8313
num_leaves=6
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split_feature=1 4 15 151 2
split_gain=8.96501e-06 1.95696e-05 1.47154e-05 4.14899e-05 4.74312e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019
decision_type=2 2 2 2 2
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leaf_count=454 318 1554 571 488 525
internal_value=0 -0.00476121 0.0021454 0.0046603 0.00962052
internal_weight=0 0.00275153 0.0059295 0.00472526 0.003691
internal_count=3910 2008 1902 1331 1013
is_linear=0
shrinkage=0.1


Tree=8314
num_leaves=7
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split_feature=11 160 1 4 1 15
split_gain=3.04443e-05 1.63423e-05 2.65356e-05 5.1036e-05 4.86885e-05 1.60971e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.10113500000000002 -0.077679999999999985 0.11593500000000001 -0.088379999999999986
decision_type=2 2 2 2 2 2
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leaf_value=-0.00013273175373680672 -0.00032637757729310268 0.00020989643298946478 0.00054784235348083422 -6.5755330004743933e-05 -7.4284854209892355e-06 -0.00041161868426930099
leaf_weight=0.001786499918626879 0.0010164910544996049 0.0019324090148673126 0.001093273673681714 0.0010691996368379143 0.0013653168496685502 0.0010024180347772359
leaf_count=1143 304 808 256 349 342 708
internal_value=0 3.32594e-05 7.91453e-05 -1.9309e-05 0.000239487 -0.000233112
internal_weight=0 0.00824912 0.00646262 0.00400403 0.00245859 0.00207162
internal_count=3910 3606 2463 1865 598 1057
is_linear=0
shrinkage=0.00196078


Tree=8315
num_leaves=7
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split_feature=51 484 49 3 2 15
split_gain=9.33298e-06 2.29907e-05 2.01546e-05 2.89153e-05 3.74036e-05 3.25276e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 -0.089974999999999986 0.10393500000000001 -0.017214999999999998
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00746752 0.00640805 0.00497514 0.00373712 0.00260966
internal_count=3910 3423 2967 2617 2041 1620
is_linear=0
shrinkage=0.1


Tree=8316
num_leaves=7
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split_feature=11 160 160 13 49 15
split_gain=4.45429e-05 2.5093e-05 3.55869e-05 4.31052e-05 4.4502e-05 5.89891e-05
threshold=0.077330000000000024 0.090735000000000024 -1.0000000180025095e-35 -0.083354999999999985 -0.0019649999999999997 -0.053579999999999996
decision_type=2 2 2 2 2 2
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internal_value=0 3.98654e-05 7.84965e-05 0.000154868 3.90203e-05 0.000167767
internal_weight=0 0.0087302 0.00769148 0.00579229 0.00394284 0.00285303
internal_count=3910 3631 3267 2110 1578 1325
is_linear=0
shrinkage=0.00196078


Tree=8317
num_leaves=7
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split_feature=11 13 1 1 43 0
split_gain=2.37481e-05 2.24974e-05 2.51234e-05 2.38877e-05 2.70946e-05 3.6599e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 0.077800000000000022 0.11593500000000001 -0.074254999999999988 -0.23029999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
leaf_value=1.2016040586330446e-05 -0.0002866799882978777 0.00023634731049230472 0.00041789412541750839 -0.00025483574922026436 0.00020460682580727936 -0.00023641731923858223
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leaf_count=681 304 832 412 319 131 1231
internal_value=0 2.49885e-05 0.000186613 -3.71174e-05 3.06473e-05 -7.60265e-05
internal_weight=0 0.00861695 0.002392 0.00622495 0.00474734 0.00312615
internal_count=3910 3606 1093 2513 2194 1362
is_linear=0
shrinkage=0.00196078


Tree=8318
num_leaves=7
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split_feature=11 16 2 16 4 0
split_gain=2.38899e-05 1.92689e-05 4.55228e-05 5.78852e-05 3.13166e-05 4.8099e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.0057500000000000008 -0.08824499999999999
decision_type=2 2 2 2 2 2
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leaf_count=371 304 501 585 316 299 1534
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internal_weight=0 0.00822913 0.00713963 0.00522369 0.00389506 0.00267688
internal_count=3910 3606 3235 2650 2334 2035
is_linear=0
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Tree=8319
num_leaves=9
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split_feature=11 3 133 160 2 16 4 43
split_gain=3.9531e-05 3.71999e-05 4.72115e-05 6.81332e-05 7.53682e-05 6.3934e-05 2.80337e-05 6.968e-05
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internal_value=0 3.50873e-05 -1.48456e-05 4.30199e-05 0.000144479 0.000261042 0.000123061 -1.26574e-05
internal_weight=0 0.00918767 0.00791926 0.00690981 0.00543423 0.00433072 0.00324292 0.00208654
internal_count=3910 3631 3384 2393 1515 1216 1017 885
is_linear=0
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Tree=8320
num_leaves=6
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split_feature=4 12 52 16 15
split_gain=9.76721e-06 2.35341e-05 4.05412e-05 6.18249e-05 4.48061e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00679874 0.00578913 0.00450996 0.00333789
internal_count=3910 3361 2855 2234 1740
is_linear=0
shrinkage=0.1


Tree=8321
num_leaves=8
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split_feature=11 1 13 52 0 133 0
split_gain=2.72457e-05 2.70273e-05 5.4121e-05 6.3964e-05 4.71051e-05 4.7459e-05 3.8657e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011979742311899987 0.0010313064837561359 0.0016182186149648527 0.0010033122027009291 0.0010767621121646779 0.0013112852002328378 0.0010467306488414823 0.0011848366432636688
leaf_count=1128 304 895 153 112 512 568 238
internal_value=0 3.28916e-05 0.000127584 -1.77434e-05 -9.71408e-05 6.37139e-05 0.000165055
internal_weight=0 0.00843912 0.00488313 0.00326491 0.00355599 0.00235802 0.0022616
internal_count=3910 3606 1398 503 2208 1080 350
is_linear=0
shrinkage=0.00196078


Tree=8322
num_leaves=7
num_cat=0
split_feature=160 42 160 43 12 3
split_gain=1.06593e-05 2.62209e-05 2.58029e-05 3.12818e-05 3.16688e-05 1.41588e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.088375000000000023 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.0066456662252340889 -0.011398717245478225 0.020570299845223995 -0.0090531745390890622 0.017751715931458915 -0.011715022398259049 0.0011798356263918062
leaf_weight=0.0019154054729758315 0.0012333837174033375 0.0013843115883861203 0.0010948576869880804 0.001057369618384802 0.0010420441050856357 0.0010061578685405031
leaf_count=1218 882 419 332 338 505 216
internal_value=0 0.00179733 0.00471166 0.00806822 0.0024954 0.00967141
internal_weight=0 0.00681812 0.00558474 0.00448988 0.00310557 0.00206353
internal_count=3910 2692 1810 1478 1059 554
is_linear=0
shrinkage=0.1


Tree=8323
num_leaves=7
num_cat=0
split_feature=13 48 0 2 3 12
split_gain=9.90731e-06 2.81773e-05 3.21615e-05 3.09111e-05 2.57326e-05 1.31249e-05
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.090050000000000005 -0.08348499999999999 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
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leaf_value=0.0087323257275384245 0.015220660524274749 -0.016841941036027552 0.014255884446686837 -0.0043570085834537557 -0.0040099536508074237 -0.01999490273136106
leaf_weight=0.0011199745699733716 0.0012882027120356947 0.001016068440841531 0.0013654796463203546 0.0011573081414271626 0.0017723454368651216 0.0010008716329179849
leaf_count=210 181 187 961 364 1061 946
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internal_weight=0 0.00760028 0.00658421 0.005296 0.00313783 0.00215818
internal_count=3910 3700 3513 3332 2022 1310
is_linear=0
shrinkage=0.1


Tree=8324
num_leaves=8
num_cat=0
split_feature=11 2 52 52 42 3 0
split_gain=4.30699e-05 3.06923e-05 3.11987e-05 3.57636e-05 3.11726e-05 5.27326e-05 2.50265e-05
threshold=0.077330000000000024 0.099015000000000006 -0.015039999999999998 0.10433000000000002 -0.088669999999999985 -0.078884999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00024135922477355127 -0.00038862997120709232 0.00045173447557346616 -0.00014769057052295653 0.00033173851212662652 -0.00046691806071334031 -0.00015486707194052867 0.00020814738398777129
leaf_weight=0.0010696152093592646 0.0010185575787782673 0.0011039340008331543 0.0014165043831423727 0.0010355221319702473 0.0012727214948568717 0.0016002485191254506 0.0013428568243954873
leaf_count=350 279 419 337 253 1374 206 692
internal_value=0 3.71654e-05 0.000178012 5.47785e-05 -5.75938e-05 -0.000133442 1.07663e-05
internal_weight=0 0.0088414 0.00355596 0.00245203 0.00528544 0.00421583 0.00294311
internal_count=3910 3631 1009 590 2622 2272 898
is_linear=0
shrinkage=0.00196078


Tree=8325
num_leaves=8
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split_feature=11 3 3 13 47 4 1
split_gain=5.29533e-05 2.91971e-05 3.31791e-05 2.64552e-05 4.74555e-05 6.46451e-05 4.65507e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.070604999999999987 0.09252500000000001 0.0057500000000000008 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00033076916784396579 -0.00042920417105143195 -0.00030279264549968379 -5.6596596578228812e-05 -0.00020555281244404147 -0.00037538214666556083 0.0003507710680393368 0.00052845348496578673
leaf_weight=0.001189761175514943 0.0010085809288467697 0.0011733100590070929 0.0010420730015842069 0.0015103373338719759 0.0011386357586022724 0.0017148043807130944 0.0010494630785811161
leaf_count=247 279 1646 267 541 158 321 451
internal_value=0 4.50771e-05 5.20555e-07 5.56504e-05 -3.12513e-05 9.0244e-05 0.000236962
internal_weight=0 0.00881838 0.00762862 0.00645531 0.00436378 0.00322514 0.00209154
internal_count=3910 3631 3384 1738 1020 862 718
is_linear=0
shrinkage=0.00196078


Tree=8326
num_leaves=7
num_cat=0
split_feature=1 42 133 52 16 15
split_gain=9.58475e-06 1.98951e-05 2.86539e-05 3.73412e-05 4.22427e-05 4.13825e-05
threshold=0.12730000000000002 0.091735000000000025 0.065880000000000008 -0.074484999999999982 -0.014754999999999999 -0.106555
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.016389420034750017 0.0084773535220022816 -0.014186565290059586 0.013624374316985176 0.012342266180487449 0.020022719285440166 -0.013145055614580906
leaf_weight=0.0014374382781866925 0.0011451383727971 0.0010399918321157293 0.0013599474537627282 0.0010016094759927243 0.0010123722789524918 0.001750203926928009
leaf_count=512 345 741 884 191 264 973
internal_value=0 -0.00133633 0.000700397 -0.00267853 0.00255727 -0.00386814
internal_weight=0 0.00760156 0.00656157 0.00520162 0.00376419 0.00275181
internal_count=3910 3565 2824 1940 1428 1164
is_linear=0
shrinkage=0.1


Tree=8327
num_leaves=7
num_cat=0
split_feature=11 4 1 15 0 13
split_gain=3.05228e-05 2.36401e-05 4.62201e-05 3.38519e-05 7.71557e-05 2.79708e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.088010000000000019 -0.053579999999999996 -0.15007499999999999 -0.0030249999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00042278963503805141 -0.0003190498287288791 -0.00029963350053923983 -0.00010471441840367325 -0.0001460359837931406 0.00055109277265803422 2.1978508671731741e-06
leaf_weight=0.0011365849650093931 0.0010528327178841541 0.0017506380645820963 0.0014397387126462889 0.001641560659086304 0.0013240037502368982 0.0013069529654133804
leaf_count=361 304 1693 130 515 587 320
internal_value=0 3.46555e-05 -3.01155e-05 7.69892e-05 0.000209458 0.000197832
internal_weight=0 0.00859948 0.00615594 0.0044053 0.00276374 0.00244354
internal_count=3910 3606 2925 1232 717 681
is_linear=0
shrinkage=0.00196078


Tree=8328
num_leaves=8
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split_feature=11 3 3 3 16 0 4
split_gain=4.39424e-05 2.88221e-05 3.65177e-05 3.30324e-05 3.16547e-05 7.61287e-05 2.45695e-05
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decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00032150502652891782 -0.00039599170343459724 -0.00032593968828730017 0.00032465217991218474 -0.00013959482960853171 -0.00040727534531594876 0.00052541672603066605 -5.6821477347712073e-06
leaf_weight=0.0011858747921827516 0.0010030875362391214 0.0011693786128874556 0.0013404849856754903 0.0016890694097890339 0.0010714880514056814 0.0010882480001359928 0.0012919173681512207
leaf_count=247 279 1646 835 183 166 330 224
internal_value=0 3.70709e-05 -7.01759e-06 5.05243e-05 -2.09568e-05 0.000120979 -0.000187751
internal_weight=0 0.00883646 0.00765059 0.00648121 0.00514072 0.00277732 0.00236341
internal_count=3910 3631 3384 1738 903 513 390
is_linear=0
shrinkage=0.00196078


Tree=8329
num_leaves=7
num_cat=0
split_feature=52 12 2 12 13 2
split_gain=1.03768e-05 2.20403e-05 3.63398e-05 5.74191e-05 4.9503e-05 2.56496e-05
threshold=0.11401500000000002 0.097345000000000015 0.086875000000000022 0.051320000000000005 -0.00059999999999999995 0.10796500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0034724412513590466 -0.0088947378330368858 0.011841644907320835 0.01782648239017354 -0.028755155315351378 0.0048682375194639537 -0.016685622283673176
leaf_weight=0.0011794415107874209 0.0011530629846278513 0.0015698440418601342 0.0016052986939290386 0.0010406062798661128 0.0011783588182718049 0.0010388814520430859
leaf_count=280 647 532 975 989 308 179
internal_value=0 0.00128491 -0.0014577 -0.0116336 0.00445227 -0.00523076
internal_weight=0 0.00761243 0.00604259 0.00222005 0.00382254 0.00221724
internal_count=3910 3263 2731 1269 1462 487
is_linear=0
shrinkage=0.1


Tree=8330
num_leaves=8
num_cat=0
split_feature=11 2 52 2 47 43 16
split_gain=2.43695e-05 2.08074e-05 3.89215e-05 3.09449e-05 2.81086e-05 3.502e-05 3.80639e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.015039999999999998 0.11339500000000001 0.092255000000000018 -0.08799499999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00017247037915401659 -0.00029187971945184753 0.00045884025785321455 0.00023960188731610906 -0.00021221438359484489 0.00020665764206106684 -4.1882816481292064e-05 -0.00050978405793875329
leaf_weight=0.0010232099878634713 0.0010182451091245376 0.0010617989685029914 0.0011273182340750831 0.0012066007254843739 0.0012189600063619208 0.0014776968738352226 0.0012205791595230483
leaf_count=423 304 419 253 334 291 715 1171
internal_value=0 2.94505e-05 0.000147611 6.01972e-06 -5.17648e-05 -0.00013641 -0.00025354
internal_weight=0 0.00833616 0.00339572 0.00233392 0.00494045 0.00372149 0.00269828
internal_count=3910 3606 1006 587 2600 2309 1886
is_linear=0
shrinkage=0.00196078


Tree=8331
num_leaves=7
num_cat=0
split_feature=50 4 12 133 160 16
split_gain=1.83073e-05 4.01292e-05 2.71958e-05 3.58831e-05 5.34504e-05 6.5195e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -0.013279999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00031980271474352717 -0.00024733520814380027 0.00037055789686717665 -5.3902001287990703e-05 -0.00027906737880012324 -0.00028439446255457845 0.00045894185434053461
leaf_weight=0.0010389741561466085 0.0010472876167820526 0.0011336392970266469 0.0018699851280475791 0.0012102606662093875 0.0010928598339245456 0.0019435252747549987
leaf_count=280 715 396 770 906 246 597
internal_value=0 2.77991e-05 -2.6503e-05 2.3317e-05 9.79066e-05 0.000207465
internal_weight=0 0.00828924 0.00715561 0.00611663 0.00490637 0.00381351
internal_count=3910 3195 2799 2519 1613 1367
is_linear=0
shrinkage=0.00196078


Tree=8332
num_leaves=7
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split_feature=1 0 52 1 3 16
split_gain=1.03773e-05 3.226e-05 2.26723e-05 4.3037e-05 1.8471e-05 1.54214e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.074484999999999982 0.097480000000000011 -0.089604999999999976 -0.27337499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -5
right_child=2 4 3 5 -6 -7
leaf_value=-0.017073209994484008 -0.0077970126424482481 0.012041076568898955 0.024514168820291532 -0.0080776314425593156 -0.0055793405208771326 0.0072148749100558853
leaf_weight=0.001260509511023931 0.0014383437171721991 0.0011222826006020785 0.0010165845276059919 0.0011994763718407792 0.0012660443220707382 0.0014646161360924561
leaf_count=1213 481 326 400 343 786 361
internal_value=0 -0.0041304 0.00284899 0.00700926 0.00270055 0.000329603
internal_weight=0 0.00364884 0.00511902 0.00368068 0.00238833 0.00266409
internal_count=3910 2325 1585 1104 1112 704
is_linear=0
shrinkage=0.1


Tree=8333
num_leaves=7
num_cat=0
split_feature=11 16 2 0 12 0
split_gain=2.55421e-05 1.7246e-05 4.66773e-05 5.5692e-05 3.0999e-05 3.37383e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00019659417340630041 -0.00029718460009783393 0.00018523109437611749 0.00032834857719635284 -0.00038457852091094437 0.0002987905247069199 -0.00027785370660011116
leaf_weight=0.0010996326397273472 0.001016196559712774 0.0011709051708047556 0.0019259139801432552 0.0012782359782244406 0.0015837996308274288 0.0012512415403465749
leaf_count=371 304 161 585 205 1185 1099
internal_value=0 3.2138e-05 6.70226e-05 -2.82223e-05 8.54855e-05 -5.3991e-05
internal_weight=0 0.00830973 0.0072101 0.00528418 0.00400595 0.00242215
internal_count=3910 3606 3235 2650 2445 1260
is_linear=0
shrinkage=0.00196078


Tree=8334
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.34527e-05 1.96453e-05 4.04906e-05 6.26371e-05 7.63214e-05 3.97094e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00020342708184324391 -0.00033518730945440554 0.00044288878844135062 0.00031401139274029764 -0.00045590541184651267 0.000168491656185341 -0.00029525749885099626
leaf_weight=0.0011351301756652452 0.001043109462067965 0.0015178763352483621 0.0019750080258564154 0.0010044038756782591 0.0012285669436694455 0.0016814422975004045
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.67742e-05 7.35838e-05 -1.3828e-05 8.6451e-05 -9.94688e-05
internal_weight=0 0.00854243 0.0074073 0.00543229 0.00442789 0.00291001
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8335
num_leaves=7
num_cat=0
split_feature=50 4 12 51 3 2
split_gain=1.06446e-05 2.80324e-05 2.12676e-05 3.52763e-05 4.42057e-05 3.2902e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.082979999999999984 0.096385000000000012 0.087005000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.013678570546313665 -0.0095369376859783406 0.01636818155766372 -0.015129876174513841 0.0098629477965829545 0.02141824730745236 -0.010226692565735315
leaf_weight=0.0011292235414565449 0.0010431260271232014 0.001055551415295672 0.0010498957260048659 0.0015303780533182873 0.0012266108957024015 0.0017445245488834471
leaf_count=301 747 396 513 835 116 1002
internal_value=0 0.00122433 -0.00116842 0.0013763 0.00522606 -0.000838705
internal_weight=0 0.00773618 0.00668063 0.00555141 0.00450151 0.0032749
internal_count=3910 3163 2767 2466 1953 1837
is_linear=0
shrinkage=0.1


Tree=8336
num_leaves=7
num_cat=0
split_feature=52 160 0 12 16 52
split_gain=1.18884e-05 3.22734e-05 3.05009e-05 2.27254e-05 4.97556e-05 4.61441e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.086935000000000012 -0.17157499999999998 0.048490000000000012
decision_type=2 2 2 2 2 2
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leaf_value=-0.0087003820006999535 -0.018517012350661954 -0.0051083442078184481 0.012621018219929343 0.0089808699240240021 -0.021373002977616441 0.02161290026575486
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leaf_count=128 924 378 1062 164 909 345
internal_value=0 -0.00266834 0.0051299 0.000831173 -0.00674449 0.0071247
internal_weight=0 0.00581896 0.00294398 0.00476648 0.00216292 0.00260356
internal_count=3910 2720 1190 1796 1073 723
is_linear=0
shrinkage=0.1


Tree=8337
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=3.24187e-05 2.23123e-05 7.27366e-05 3.35957e-05 3.50633e-05 4.57486e-05 6.40604e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.074254999999999988 -0.091849999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
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leaf_weight=0.0011854193893264587 0.0010478642439409056 0.0013548094800251882 0.0012439231905356282 0.0011505055556460045 0.001332478342822446 0.0010024414820618195 0.0012434947364839415
leaf_count=438 304 114 591 421 792 209 1041
internal_value=0 3.86283e-05 0.000190065 -2.79123e-05 -0.000100537 -0.000197358 -0.000368125
internal_weight=0 0.00851307 0.00259873 0.00591434 0.00476383 0.00357841 0.00224594
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=8338
num_leaves=8
num_cat=0
split_feature=11 160 2 1 13 3 1
split_gain=6.25719e-05 2.25119e-05 2.60921e-05 6.06476e-05 4.3908e-05 4.79341e-05 3.48534e-05
threshold=0.077330000000000024 0.090735000000000024 0.10393500000000001 0.10937500000000001 -0.083514999999999992 -0.075679999999999983 0.095575000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
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leaf_weight=0.0013530460587614771 0.001002349465130707 0.0010187263848719695 0.0013089921541193043 0.0012642286635668309 0.0012694736960791615 0.0014341157230073698 0.0010272413866510839
leaf_count=767 279 364 405 341 1144 378 232
internal_value=0 4.92747e-05 8.57062e-05 -7.51771e-05 0.000167138 5.73997e-05 0.000217015
internal_weight=0 0.00867582 0.0076571 0.00257322 0.00508388 0.00373083 0.00246136
internal_count=3910 3631 3267 746 2521 1754 610
is_linear=0
shrinkage=0.00196078


Tree=8339
num_leaves=7
num_cat=0
split_feature=11 39 13 457 43 0
split_gain=3.66364e-05 2.15162e-05 5.47826e-05 3.75593e-05 4.14355e-05 6.20814e-05
threshold=1.0000000180025095e-35 0.005105000000000001 -0.094679999999999986 0.082870000000000013 -0.074254999999999988 -0.10131499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0016172936990474888 0.0010424958007650567 0.001343976209990134 0.0017330769961356948 0.0011248141102971967 0.0018053808571861663 0.0010050907048041952
leaf_count=331 304 445 1057 200 215 1358
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internal_weight=0 0.00862963 0.00728566 0.00566836 0.00454355 0.00281047
internal_count=3910 3606 3161 2830 2630 1573
is_linear=0
shrinkage=0.00196078


Tree=8340
num_leaves=7
num_cat=0
split_feature=1 0 150 16 3 3
split_gain=9.8584e-06 1.92577e-05 1.62553e-05 3.66674e-05 2.23631e-05 2.15139e-05
threshold=0.076710000000000014 -0.070894999999999986 0.082085000000000019 -0.30307999999999996 0.096385000000000012 -0.078884999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010778563284390857 0.0010126324109836038 0.0017036810703396758 0.0013083230992636807 0.001010873234446866 0.0010138691867219063 0.0016642011952338334
leaf_count=1642 274 366 362 568 202 496
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internal_weight=0 0.00278154 0.0060099 0.00470158 0.00368894 0.00267507
internal_count=3910 2008 1902 1540 1266 1064
is_linear=0
shrinkage=0.1


Tree=8341
num_leaves=7
num_cat=0
split_feature=4 42 49 2 12 2
split_gain=1.02112e-05 2.04277e-05 2.27565e-05 3.05302e-05 2.87873e-05 2.98234e-06
threshold=0.27608500000000008 0.091955000000000023 -0.0019649999999999997 0.10393500000000001 0.086865000000000012 0.081110000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0084868846801500215 0.008094640758726802 -0.014704880399913045 -0.0023787739616610232 -0.0099045193578532423 0.020133209446650164 0.0053342158679935492
leaf_weight=0.0019341351127419209 0.0013106076813196327 0.0010094121498508387 0.001004093492779586 0.0011135809887627634 0.0014064692072389092 0.0010011762438468133
leaf_count=624 441 711 180 371 954 629
internal_value=0 -0.0014753 0.00059207 0.00447244 0.00916504 0.00147211
internal_weight=0 0.00746887 0.00645946 0.00452532 0.00341174 0.00200527
internal_count=3910 3469 2758 2134 1763 809
is_linear=0
shrinkage=0.1


Tree=8342
num_leaves=7
num_cat=0
split_feature=11 2 47 43 16 3
split_gain=3.43524e-05 3.16668e-05 3.78679e-05 4.01641e-05 4.3067e-05 3.08805e-05
threshold=0.077330000000000024 0.099015000000000006 0.092255000000000018 -0.08799499999999999 -0.083564999999999987 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=0.00016970097051436761 -0.00034004664409290975 0.00035229479754933111 0.00023411135935716629 -6.1855082933815966e-05 -0.00054562952170582085 -1.3773072158002441e-05
leaf_weight=0.0010828156696171282 0.0010211734418320685 0.001910599059091236 0.0012950207139771847 0.0016181465711196795 0.0012571309187463682 0.0016520532578854297
leaf_count=429 279 780 292 728 1173 229
internal_value=0 3.98441e-05 -5.69347e-05 -0.00015216 -0.000273371 0.000182544
internal_weight=0 0.00881577 0.00525311 0.00395809 0.00287528 0.00356265
internal_count=3910 3631 2622 2330 1901 1009
is_linear=0
shrinkage=0.00196078


Tree=8343
num_leaves=7
num_cat=0
split_feature=1 12 3 3 133 13
split_gain=1.00965e-05 2.74606e-05 6.71236e-05 1.9905e-05 2.65582e-05 5.70851e-05
threshold=0.10305000000000002 0.051320000000000005 0.12046500000000002 -0.115685 0.077945 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0091045148592222985 0.028062737858557202 -0.0073350963975834446 -0.00679909005848299 -0.030085512613621631 0.0061580419258950303 -0.00079666222144385897
leaf_weight=0.0011064146584292885 0.0011225946832140682 0.0013160444195952372 0.0010871717109002179 0.0010348171613420746 0.0012559145729856558 0.0018643496927706546
leaf_count=267 360 340 230 1144 1076 493
internal_value=0 0.00410061 0.0109112 -0.00281496 -0.00598888 -0.0112509
internal_weight=0 0.00352581 0.00220977 0.0052615 0.00415508 0.00289917
internal_count=3910 930 590 2980 2713 1637
is_linear=0
shrinkage=0.1


Tree=8344
num_leaves=8
num_cat=0
split_feature=11 13 39 16 51 0 3
split_gain=3.02475e-05 2.11446e-05 5.81215e-05 3.74426e-05 3.03287e-05 7.28502e-05 4.67555e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.085845000000000019 -0.10131499999999999 -0.085674999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00022265946308093734 -0.00032298930759378419 -0.0003870290457013496 0.00040835103486390619 0.00046791567855031973 -0.00030039098903321659 0.00015742046013455762 -0.00044178544330149603
leaf_weight=0.0018058349381052828 0.0010193494362454722 0.0013056004411712433 0.0010404548822253983 0.0012038595316816356 0.0010274049158398154 0.0010005066714735211 0.0010021228840755962
leaf_count=389 304 230 387 126 339 759 1376
internal_value=0 3.47147e-05 -1.68658e-05 -9.67321e-05 -7.21357e-06 8.67247e-05 -0.000142424
internal_weight=0 0.00838578 0.00657995 0.00553949 0.00423389 0.00320649 0.00200263
internal_count=3910 3606 3217 2830 2600 2261 2135
is_linear=0
shrinkage=0.00196078


Tree=8345
num_leaves=8
num_cat=0
split_feature=52 133 160 150 13 52 4
split_gain=2.92573e-05 5.54574e-05 6.38647e-05 5.8113e-05 4.71948e-05 4.231e-05 2.26352e-05
threshold=0.11401500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086420000000000011 -0.083514999999999992 -0.077699999999999977 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
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leaf_weight=0.0012256591689137212 0.0012977401163471883 0.0013299244909041209 0.0016420726210098404 0.001176329823256942 0.0010504047545066963 0.0010058689245497057 0.0011765936692359786
leaf_count=991 647 601 344 230 477 402 218
internal_value=0 4.10365e-05 0.000105174 0.000190678 0.000285067 0.00014757 -8.04916e-06
internal_weight=0 0.00860685 0.00738119 0.00605127 0.00487494 0.00323287 0.00218246
internal_count=3910 3263 2272 1671 1441 1097 620
is_linear=0
shrinkage=0.00196078


Tree=8346
num_leaves=7
num_cat=0
split_feature=52 160 0 2 16 16
split_gain=9.37325e-06 2.96073e-05 2.66514e-05 2.2431e-05 9.34339e-05 2.22639e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.11005500000000001 -0.15168999999999996 -0.053084999999999993
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0083562551396181278 -0.017511206099130799 0.016893493161893834 0.01150698540974519 0.011522361638372378 -0.0066124965114214163 -0.027670433601440038
leaf_weight=0.0010405817090319975 0.0010569649491992796 0.0013479668675471274 0.0019252890777700816 0.0014196562945098688 0.0010041400822556859 0.0010041600014832558
leaf_count=128 924 265 1062 315 1006 210
internal_value=0 -0.00236666 0.00453793 0.000984992 -0.00347218 -0.0171416
internal_weight=0 0.00583289 0.00296587 0.00477592 0.00335627 0.0020083
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=8347
num_leaves=8
num_cat=0
split_feature=11 2 0 16 16 15 52
split_gain=3.37887e-05 2.21888e-05 4.26984e-05 2.7019e-05 2.23344e-05 2.85979e-05 1.59458e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 0.15100500000000003 -0.057604999999999996 0.024640000000000006 0.016565000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00035415090395098076 -0.00042938338751262109 -0.00020363489024266589 0.00041755858440190111 -0.00038753551366137515 0.00014365674793024398 7.6111797597873236e-05 7.3995026660636615e-05
leaf_weight=0.0013749199679717054 0.0010334593351592524 0.0013495268223966011 0.0010299815120048831 0.0012426417100562656 0.0013886400542309205 0.0010455672410936041 0.0010477192803202266
leaf_count=537 304 157 527 276 912 875 322
internal_value=0 -5.3855e-05 6.79245e-05 -0.000136473 -5.45694e-05 -0.000168292 0.00024431
internal_weight=0 0.008479 0.00342723 0.00505177 0.00380913 0.00242049 0.0020777
internal_count=3910 3606 1006 2600 2324 1412 849
is_linear=0
shrinkage=0.00196078


Tree=8348
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 2
split_gain=3.27542e-05 2.16807e-05 5.80581e-05 6.72114e-05 7.55705e-05 7.29156e-05 1.44646e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 0.085255000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00022137620298220151 -0.00033828164240730417 0.00015559726247914074 0.00036257648467263425 -0.00048887539647353201 -0.00039467928825902439 0.00059737970794304022 -0.00016872582387552438
leaf_weight=0.0011137028277513365 0.0010217960341430401 0.001070198744420617 0.0019443374414632826 0.0010091168876953643 0.0010186021842630258 0.0012195456824711849 0.001044907282628903
leaf_count=371 304 529 585 462 237 836 586
internal_value=0 3.34686e-05 7.23125e-05 -3.29341e-05 7.27566e-05 0.000215539 -4.62523e-06
internal_weight=0 0.00842041 0.00730671 0.00536237 0.00435325 0.00333465 0.00211511
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=8349
num_leaves=7
num_cat=0
split_feature=3 160 1 4 42 43
split_gain=8.74053e-06 2.27134e-05 3.17275e-05 9.59884e-05 2.0611e-05 1.3523e-05
threshold=-0.075954999999999981 1.0000000180025095e-35 0.090540000000000023 0.097045000000000006 0.086700000000000013 -0.0063749999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.0058490899816630963 -0.0055883205096815616 -0.010224751904527712 0.031680356745460575 -0.0057636625464595904 -0.014588769284684586 0.010152534191544885
leaf_weight=0.0011078792279726097 0.0015939462964807672 0.0011408974368691998 0.0013126629793499174 0.0014309424444162412 0.0012085021198702363 0.0010092518586880918
leaf_count=1036 475 319 364 346 887 483
internal_value=0 0.00233009 0.00563237 0.0121512 -0.00416888 0.001779
internal_weight=0 0.00547845 0.00433755 0.00274361 0.00332563 0.00211713
internal_count=3910 1504 1185 710 2406 1519
is_linear=0
shrinkage=0.1


Tree=8350
num_leaves=8
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split_feature=376 43 133 42 4 2 1
split_gain=3.66065e-05 3.46609e-05 9.13297e-05 0.000117212 9.35235e-05 0.000115816 6.22359e-05
threshold=0.048375000000000008 0.0033500000000000005 1.0000000180025095e-35 0.08622500000000001 0.0057500000000000008 0.11230000000000001 0.086560000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=9.0662553338420714e-06 0.00034874278034372196 -0.00033480619133929759 -0.00052229423574200781 0.00054913558690657528 0.00051705803494895783 -0.00027846293699143203 -0.00063213155850824093
leaf_weight=0.0010639438680250977 0.0010389861479142516 0.001310967028194567 0.0010748750398465829 0.0016435424796250181 0.0016855276602175243 0.0012077675937897429 0.0012847858805466398
leaf_count=490 206 687 1124 596 222 174 411
internal_value=0 -3.93795e-05 9.27285e-06 9.22534e-05 -5.09938e-05 0.000184978 -0.000341677
internal_weight=0 0.00927141 0.00796044 0.00688557 0.00524203 0.0028933 0.00234873
internal_count=3910 3704 3017 1893 1297 396 901
is_linear=0
shrinkage=0.00196078


Tree=8351
num_leaves=8
num_cat=0
split_feature=11 2 150 0 52 4 47
split_gain=2.4201e-05 2.74119e-05 3.20654e-05 6.32542e-05 4.43399e-05 2.77643e-05 3.86533e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.048695000000000009 -0.077679999999999985 0.092255000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
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leaf_weight=0.0010671172264721742 0.0010233023842771529 0.0014392117456484286 0.0011000272120020587 0.0011539175837724479 0.001190882112607762 0.0012994632082566422 0.0011094158410027977
leaf_count=831 304 246 239 623 490 926 251
internal_value=0 2.92624e-05 0.000123983 3.8322e-05 0.000236935 -0.000103828 -0.000220463
internal_weight=0 0.00836003 0.00488404 0.00378401 0.0023448 0.003476 0.00240888
internal_count=3910 3606 1598 1359 1113 2008 1177
is_linear=0
shrinkage=0.00196078


Tree=8352
num_leaves=6
num_cat=0
split_feature=150 15 16 4 1
split_gain=9.23873e-06 2.47606e-05 2.78569e-05 2.0605e-05 3.32112e-05
threshold=0.082085000000000019 -0.038029999999999987 -0.055679999999999993 -0.034289999999999994 0.078675000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.0015892872426123553 0.0066967889363051458 0.0065814546519952447 -0.021931410162351596 0.013866859043502738 -0.015581324522389375
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leaf_count=710 513 996 674 365 652
internal_value=0 -0.00165007 -0.00864361 0.0032699 -0.00133302
internal_weight=0 0.00719617 0.00297183 0.00422434 0.0029451
internal_count=3910 3397 1384 2013 1648
is_linear=0
shrinkage=0.1


Tree=8353
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.87168e-05 2.08898e-05 4.57377e-05 6.15748e-05 7.04793e-05 3.48875e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
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leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.14685e-05 6.94812e-05 -2.36392e-05 7.67367e-05 -0.000103199
internal_weight=0 0.00850102 0.00737331 0.00540725 0.00439568 0.00288199
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8354
num_leaves=7
num_cat=0
split_feature=4 42 49 2 52 12
split_gain=9.82131e-06 1.70795e-05 2.08838e-05 2.79448e-05 2.75714e-05 3.61529e-05
threshold=0.27608500000000008 0.091955000000000023 -0.0057999999999999987 0.10393500000000001 -1.0000000180025095e-35 0.086865000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.001922079430053512 0.0013219966845070203 0.0010072887456131323 0.0010025302825975141 0.0011125495824205818 0.0012852630050371281 0.0011718573437924649
leaf_count=596 441 711 570 373 476 743
internal_value=0 -0.00150531 0.000373894 0.00405063 0.00848397 0.0141863
internal_weight=0 0.00750157 0.00649428 0.0045722 0.00345965 0.00245712
internal_count=3910 3469 2758 2162 1789 1219
is_linear=0
shrinkage=0.1


Tree=8355
num_leaves=6
num_cat=0
split_feature=52 15 160 2 16
split_gain=1.12341e-05 2.5571e-05 2.53571e-05 2.26154e-05 7.96935e-05
threshold=-0.048794999999999991 -0.053579999999999996 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_weight=0.0015085936746601373 0.0010558534992872919 0.0014658243021861488 0.0013486630658582862 0.0014265676257358331 0.0020048155457890152
leaf_count=631 924 559 265 315 1216
internal_value=0 0.0049084 -0.00264269 0.000455316 -0.00403095
internal_weight=0 0.00297442 0.0058359 0.00478005 0.00335348
internal_count=3910 1190 2720 1796 1481
is_linear=0
shrinkage=0.1


Tree=8356
num_leaves=7
num_cat=0
split_feature=52 2 151 12 1 52
split_gain=9.11628e-06 2.41098e-05 2.29892e-05 4.52268e-05 5.51779e-05 1.9436e-05
threshold=-0.048794999999999991 0.097940000000000013 -0.0008699999999999999 0.095295000000000019 0.095155000000000017 0.083750000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0024254246902133915 -0.015804285871099388 0.016271383034450585 -0.013974412934653437 -0.015741049232238399 0.021243122596062643 0.0054461866252726006
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leaf_count=694 372 496 660 566 362 760
internal_value=0 0.00442284 -0.00238419 0.000557469 0.00636708 -0.0041666
internal_weight=0 0.00297131 0.00582338 0.00477641 0.00352125 0.00206151
internal_count=3910 1190 2720 2348 1782 1420
is_linear=0
shrinkage=0.1


Tree=8357
num_leaves=7
num_cat=0
split_feature=11 52 13 1 42 15
split_gain=5.0548e-05 2.8136e-05 5.37729e-05 3.34625e-05 3.77024e-05 3.48547e-05
threshold=0.077330000000000024 0.11401500000000002 -0.094679999999999986 0.11593500000000001 0.084100000000000022 -0.07142999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00038711850232865761 -0.0004139683967705651 -0.00024507411522052406 -3.1222449995605876e-05 -0.0003114509385957898 -0.00024131131679748616 0.00034740388102093544
leaf_weight=0.0017762488658480012 0.0010263342296410712 0.0011189972568569724 0.0018169773308220965 0.0010935536534918003 0.001157873467811564 0.0019251799848652585
leaf_count=317 279 617 440 279 1011 967
internal_value=0 4.56156e-05 8.74803e-05 -1.32004e-06 6.78927e-05 0.000163565
internal_weight=0 0.00888883 0.00776983 0.00599358 0.00490003 0.00374216
internal_count=3910 3631 3014 2697 2418 1407
is_linear=0
shrinkage=0.00196078


Tree=8358
num_leaves=6
num_cat=0
split_feature=15 151 4 16 13
split_gain=9.86015e-06 2.11183e-05 3.38659e-05 3.50963e-05 2.77259e-05
threshold=-0.11739999999999999 -0.076429999999999984 -1.0000000180025095e-35 -0.094359999999999986 -0.0030249999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_value=-0.0071179817012420286 0.014818652746667441 0.01366032292985556 -0.02340977512142503 0.00083318798511060246 -0.0035825832612590633
leaf_weight=0.0016220951893620439 0.0010230814741740797 0.0019178305405042528 0.0010725267261956436 0.0013473136967574438 0.0018151285562881335
leaf_count=614 487 1447 314 378 670
internal_value=0 0.00151493 -0.000697196 -0.00991183 0.00527607
internal_weight=0 0.00717588 0.0061528 0.00241984 0.00373296
internal_count=3910 3296 2809 692 2117
is_linear=0
shrinkage=0.1


Tree=8359
num_leaves=8
num_cat=0
split_feature=376 43 4 15 16 52 43
split_gain=3.49282e-05 3.93191e-05 7.22335e-05 4.98552e-05 3.55222e-05 3.59104e-05 1.73578e-05
threshold=1.0000000180025095e-35 0.0033500000000000005 -0.08422499999999998 -0.017214999999999998 -0.09601999999999998 -0.076599999999999988 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.00039296628228016449 0.0003434686951401903 -0.00036218408734250084 0.00017508287521721623 0.00017549073454617054 5.6224283253461291e-05 -0.00044633544460389679 0.00053530498375744433
leaf_weight=0.0013879486417364938 0.001000771075799105 0.0012703207522396778 0.0018631802278856495 0.0010591127954251785 0.0011006793105906203 0.0010859967318518045 0.0010042045053311878
leaf_count=680 209 687 485 765 435 451 198
internal_value=0 -4.31753e-05 1.08491e-05 0.000102532 -2.38584e-05 -0.000193368 0.00035061
internal_weight=0 0.00877144 0.00750112 0.00611317 0.00404986 0.00218668 0.00206332
internal_count=3910 3701 3014 2334 1371 886 963
is_linear=0
shrinkage=0.00196078


Tree=8360
num_leaves=6
num_cat=0
split_feature=1 2 48 0 13
split_gain=8.6008e-06 2.10683e-05 1.51905e-05 2.94945e-05 3.37143e-05
threshold=0.076710000000000014 0.096540000000000015 0.086215000000000014 -0.10575999999999998 -0.0024749999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.013902725461761391 0.014307472222916506 0.00352020087408342 -0.0052460700456442681 0.010593876999703796 -0.014711890746584681
leaf_weight=0.0013090340268632364 0.0019718445768441683 0.0014773033091700575 0.001933784190433158 0.0010021256975542496 0.0011091909174831146
leaf_count=1452 362 556 405 725 410
internal_value=0 -0.00466517 0.0020551 0.00551294 -0.00270064
internal_weight=0 0.00278634 0.00601695 0.00408316 0.00211132
internal_count=3910 2008 1902 1497 1135
is_linear=0
shrinkage=0.1


Tree=8361
num_leaves=7
num_cat=0
split_feature=52 133 160 150 13 2
split_gain=8.53324e-06 2.19036e-05 4.31778e-05 4.78945e-05 4.12217e-05 2.99842e-05
threshold=0.11401500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086420000000000011 -0.083514999999999992 0.090420000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.011790881158159643 -0.0081240341376518279 -0.013985327365975435 0.025586694246232458 -0.012049820812228731 0.013866307891076179 -0.0067672206108477908
leaf_weight=0.0011185462245562215 0.0011430200874444291 0.0011773113977495307 0.0014457493953711543 0.0010441044207606248 0.0016159193840819513 0.0012483643826785415
leaf_count=991 647 601 344 230 554 543
internal_value=0 0.00113932 0.00335369 0.00716634 0.0118214 0.00487343
internal_weight=0 0.00765 0.00653145 0.00535414 0.00431003 0.00286428
internal_count=3910 3263 2272 1671 1441 1097
is_linear=0
shrinkage=0.1


Tree=8362
num_leaves=6
num_cat=0
split_feature=150 15 0 43 43
split_gain=9.69113e-06 2.53829e-05 2.76253e-05 2.23947e-05 3.89458e-05
threshold=0.082085000000000019 -0.038029999999999987 -0.11756999999999999 -0.083899999999999988 0.0016850000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.018308069197004895 0.0069296278187383478 0.013282501313037463 0.0010375215615117755 -0.013655530124610238 0.010248719176032279
leaf_weight=0.0014929814709704161 0.0016189094673734541 0.0014747380216519656 0.0014599742614031556 0.0013993532723007383 0.0013287507745673366
leaf_count=271 513 484 1113 1087 442
internal_value=0 -0.00163805 -0.00874339 0.00335423 -0.00201272
internal_weight=0 0.0071558 0.00295296 0.00420284 0.0027281
internal_count=3910 3397 1384 2013 1529
is_linear=0
shrinkage=0.1


Tree=8363
num_leaves=7
num_cat=0
split_feature=1 15 51 16 0 0
split_gain=1.06756e-05 1.7843e-05 3.52294e-05 4.12607e-05 3.04157e-05 1.69325e-05
threshold=0.076710000000000014 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998 -0.070894999999999986
decision_type=2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.015032838762292586 0.021543697768949641 -0.0084916713712665428 -0.0029080942767848953 -0.016250267744597952 0.018319362142751691 0.0010241798765460843
leaf_weight=0.0010711221102877382 0.001021103449968282 0.0012166202285834298 0.0014293814902317662 0.001048175891511809 0.0012789623933541199 0.0016975587481553526
leaf_count=1642 265 571 162 409 495 366
internal_value=0 0.00232007 0.00507328 0.000596259 0.00711616 -0.00518781
internal_weight=0 0.00599424 0.00477762 0.00375652 0.00270834 0.00276868
internal_count=3910 1902 1331 1066 657 2008
is_linear=0
shrinkage=0.1


Tree=8364
num_leaves=8
num_cat=0
split_feature=157 160 133 16 0 15 52
split_gain=2.28822e-05 5.01968e-05 0.000120227 3.61208e-05 6.03584e-05 2.17239e-05 3.62486e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072804999999999981 -0.15713499999999997 -0.053579999999999996 0.084505000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7
right_child=1 2 3 5 -6 6 -8
leaf_value=0.0002702090553545953 -0.00040225269056307474 -0.00059909980948570011 -4.8292720524435158e-05 0.00020839641973462167 0.0005004679303969048 -0.00039237650190707954 0.00012413541558087802
leaf_weight=0.0010334474453866415 0.0012472262358761933 0.0010258352509289297 0.001319627618926184 0.0010276973250429428 0.0018522165263054179 0.0010681507375757326 0.0010223877838545568
leaf_count=563 828 860 154 319 687 381 118
internal_value=0 -3.86617e-05 2.33238e-05 0.000124833 0.000272159 -2.50251e-05 -0.000139774
internal_weight=0 0.00856314 0.00731592 0.00629008 0.00317184 0.00311824 0.00209054
internal_count=3910 3347 2519 1659 841 818 499
is_linear=0
shrinkage=0.00196078


Tree=8365
num_leaves=8
num_cat=0
split_feature=47 43 16 16 16 48 1
split_gain=3.7761e-05 4.3262e-05 6.31284e-05 4.6816e-05 5.16559e-05 4.80166e-05 6.27497e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15100500000000003 -0.008069999999999999 -0.083564999999999987 0.084905000000000022 0.085110000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0003856330607435561 -0.00035322845047876185 -5.4946030739564647e-05 -0.00036923506114217616 0.00040081420200419705 -0.00034887898843442264 -0.00017947540620499763 0.00062062412868892373
leaf_weight=0.0011972486793921586 0.0010560638403743052 0.0010250062166203486 0.0015451076391873892 0.0013233674994974787 0.0013029029185993631 0.0013530759171926018 0.0010914977696127159
leaf_count=261 179 586 504 633 1087 238 422
internal_value=0 3.90697e-05 -1.52328e-05 7.44958e-05 -1.59895e-05 0.000109018 0.000293451
internal_weight=0 0.00883821 0.00764096 0.00609585 0.00477248 0.00346958 0.0021165
internal_count=3910 3731 3470 2966 2333 1246 1008
is_linear=0
shrinkage=0.00196078


Tree=8366
num_leaves=8
num_cat=0
split_feature=11 2 4 3 150 0 16
split_gain=3.57017e-05 3.01121e-05 3.87155e-05 5.97067e-05 2.86868e-05 6.08736e-05 5.94672e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.077679999999999985 -1.0000000180025095e-35 0.083435000000000023 -0.11756999999999999 0.15100500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -7
right_child=-2 4 3 -5 -6 6 -8
leaf_value=0.00019904722673436126 -0.00035149093171480132 -0.00026445552239581224 -0.00052399946260713905 8.8095932696065959e-05 0.00040575103578058611 0.00055613573960363162 -5.8930649268079167e-05
leaf_weight=0.0011085153243677688 0.0010459938892628624 0.0014689437099628991 0.001330481503034927 0.0011356868835193299 0.001126389298367302 0.0011817881049148349 0.0012368925274151264
leaf_count=831 304 246 1005 172 239 789 324
internal_value=0 3.21855e-05 -0.000105317 -0.000242125 0.000130216 5.03838e-05 0.000241596
internal_weight=0 0.0085887 0.00357468 0.00246617 0.00501401 0.00388762 0.00241868
internal_count=3910 3606 2008 1177 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=8367
num_leaves=7
num_cat=0
split_feature=4 42 4 43 52 12
split_gain=1.0527e-05 1.75975e-05 2.22264e-05 2.01377e-05 4.19632e-05 1.5858e-05
threshold=0.27608500000000008 0.091955000000000023 0.080255000000000007 -0.0037249999999999996 -0.0066199999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.0056737728867943503 0.008190937372562981 -0.013811983652501468 -0.012710325612835825 -0.0048855068211437957 0.025699448053481056 0.0080229642272355503
leaf_weight=0.0017843603430267099 0.0013151823123113823 0.0010064182509284692 0.0010777178540293713 0.0015846785127785422 0.0010113340272121468 0.0010187890073872308
leaf_count=1618 441 711 217 390 136 397
internal_value=0 -0.00151008 0.000401471 0.00301869 0.00730952 0.0168288
internal_weight=0 0.0074833 0.00647688 0.00539916 0.0036148 0.00203012
internal_count=3910 3469 2758 2541 923 533
is_linear=0
shrinkage=0.1


Tree=8368
num_leaves=7
num_cat=0
split_feature=157 160 42 42 2 3
split_gain=1.03984e-05 4.77387e-05 2.81325e-05 3.20953e-05 3.63322e-05 8.10839e-05
threshold=-0.019179999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 0.086875000000000022 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=0.0095384165611131014 -0.020491200345836659 -0.011707394748953491 -0.00554483603608021 -0.010218904837902297 0.027820445261124649 -0.0052991443008797547
leaf_weight=0.0010014163897156207 0.0011099017876751863 0.0012367485427964104 0.0012447371630230687 0.0011041001292098765 0.0018646777013416531 0.0012247093253537284
leaf_count=637 795 869 459 580 412 158
internal_value=0 -0.00128719 0.00190601 0.00500194 0.00887939 0.014691
internal_weight=0 0.00778487 0.00667497 0.00543822 0.00433412 0.00308939
internal_count=3910 3273 2478 1609 1029 570
is_linear=0
shrinkage=0.1


Tree=8369
num_leaves=8
num_cat=0
split_feature=11 2 42 3 52 2 16
split_gain=2.67664e-05 2.20045e-05 3.58636e-05 5.70296e-05 3.1716e-05 2.88045e-05 2.86709e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.088669999999999985 -0.078884999999999997 -0.015039999999999998 0.11339500000000001 -0.088144999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -5
right_child=-2 4 3 6 5 -7 -8
leaf_value=0.0002741280861553004 -0.00030239858055378061 0.00043090641626809405 -0.0005074433917074705 0.00023486989533422976 0.00025088917088073829 -0.00018324352053541686 -0.0001608021210323206
leaf_weight=0.0010385146719563351 0.0010314944454058511 0.0010822925298245934 0.0011319207914861516 0.0012529425944039847 0.0011310870440955022 0.0012228561467802529 0.0016073483863568642
leaf_count=350 304 419 1352 290 253 334 608
internal_value=0 3.21458e-05 -5.04671e-05 -0.000134906 0.000153093 2.53604e-05 1.25209e-05
internal_weight=0 0.00846696 0.00503073 0.00399221 0.00343624 0.00235394 0.00286029
internal_count=3910 3606 2600 2250 1006 587 898
is_linear=0
shrinkage=0.00196078


Tree=8370
num_leaves=7
num_cat=0
split_feature=484 1 43 12 16 16
split_gain=9.82862e-06 2.37463e-05 4.37068e-05 4.58591e-05 4.20789e-05 3.33963e-05
threshold=0.085515000000000022 0.122185 -0.15648499999999999 0.088590000000000016 -0.029944999999999996 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.015216845761432955 0.0091249566134602791 0.011010372361936974 -0.0039637523561167273 -0.02055688972059154 -0.017863484985319613 0.01892219294760834
leaf_weight=0.0010205953161961023 0.001030576277793049 0.0013085913313859695 0.0014828946912173308 0.0017687753035510621 0.0010471265128567031 0.0011185904908052908
leaf_count=251 437 337 378 1363 614 530
internal_value=0 -0.00127013 -0.00376628 -0.00734256 -0.000936513 0.00587678
internal_weight=0 0.00774657 0.00643798 0.00541739 0.00364861 0.00260149
internal_count=3910 3473 3136 2885 1522 908
is_linear=0
shrinkage=0.1


Tree=8371
num_leaves=7
num_cat=0
split_feature=4 151 16 2 0 1
split_gain=9.35676e-06 1.56386e-05 3.59481e-05 2.94897e-05 5.90688e-05 3.42067e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.092424999999999993 0.106285 -0.032484999999999993 0.088495000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0083340398947774046 0.0077618441441568604 -0.015410027981943256 0.01830993987844905 0.015440614116764201 -0.022600679816093341 -0.0071494419525958801
leaf_weight=0.0013481361027967622 0.0013062182958315793 0.0018049582275286875 0.0011102106171787035 0.0011104577692523151 0.0010724309066974056 0.0010058714119114123
leaf_count=562 441 606 1224 409 192 476
internal_value=0 -0.00141358 -0.00356647 0.00140614 -0.00348162 0.00620792
internal_weight=0 0.00745207 0.00610393 0.00429897 0.00318851 0.00211608
internal_count=3910 3469 2907 2301 1892 1700
is_linear=0
shrinkage=0.1


Tree=8372
num_leaves=7
num_cat=0
split_feature=48 2 48 16 13 13
split_gain=8.61912e-06 1.95642e-05 3.24369e-05 3.25182e-05 4.94376e-05 2.7865e-05
threshold=0.11119000000000002 0.11260500000000001 0.083775000000000002 -0.15168999999999996 -0.071149999999999977 0.0024700000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.0085091274377568447 -0.008284577808696434 0.011759842747263136 0.012133971915427508 -0.028500932713856082 0.0061272268690385663 -0.015397764823975474
leaf_weight=0.0012788168316396004 0.0011076340500974493 0.0014167566384596661 0.0014004010302081484 0.0010333037476003403 0.0014999777227651808 0.0010039426828136325
leaf_count=356 215 533 462 1030 877 437
internal_value=0 0.00115508 -0.00126179 -0.00515699 -0.0100977 -0.00250318
internal_weight=0 0.0076332 0.00621644 0.00481604 0.00353722 0.00250392
internal_count=3910 3695 3162 2700 2344 1314
is_linear=0
shrinkage=0.1


Tree=8373
num_leaves=6
num_cat=0
split_feature=0 42 43 16 15
split_gain=8.9784e-06 1.85874e-05 4.89837e-05 6.35531e-05 4.95193e-05
threshold=-1.0000000180025095e-35 0.088115000000000013 -0.0037249999999999996 -0.19424999999999998 -0.0089749999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.019406244520961874 0.0066350891870719025 0.0081602187746823655 -0.01922838587898118 -0.00068682181925190774 0.026293110743577233
leaf_weight=0.0015440581057814505 0.0016376484619087823 0.0015347972151210088 0.0010761031861352939 0.0018591804798702496 0.0010728538408851145
leaf_count=1415 394 1157 225 345 374
internal_value=0 -0.00158037 -0.00427297 0.00155684 0.00918534
internal_weight=0 0.00708699 0.0055522 0.00400814 0.00293203
internal_count=3910 3516 2359 944 719
is_linear=0
shrinkage=0.1


Tree=8374
num_leaves=8
num_cat=0
split_feature=11 2 42 3 0 16 52
split_gain=2.4084e-05 2.07735e-05 3.04273e-05 5.58159e-05 2.98865e-05 2.70687e-05 1.60965e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.088669999999999985 -0.078884999999999997 -0.15007499999999999 -0.088144999999999987 0.016565000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5 -6
right_child=-2 4 3 5 6 -7 -8
leaf_value=0.00024547772179213948 -0.00029549069241189315 -8.419836061531541e-05 -0.0005021284387627706 0.00023084203260961172 0.00046589148825663002 -0.00015496633198267809 0.000118118452936963
leaf_weight=0.0010250036145779112 0.0010127413725399296 0.0013427885948635995 0.0011297775285095345 0.001238481080842453 0.0010247903420376406 0.0016055904293755326 0.0010219329820490789
leaf_count=350 304 157 1352 290 527 608 322
internal_value=0 2.46166e-05 -5.57322e-05 -0.000133425 0.000143115 1.3038e-05 0.000292248
internal_weight=0 0.00838836 0.00499885 0.00397385 0.00338951 0.00284407 0.00204672
internal_count=3910 3606 2600 2250 1006 898 849
is_linear=0
shrinkage=0.00196078


Tree=8375
num_leaves=7
num_cat=0
split_feature=11 2 1 150 0 52
split_gain=2.74774e-05 2.75476e-05 2.63446e-05 2.60057e-05 6.71264e-05 4.19017e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.090355000000000005 0.083435000000000023 -0.11756999999999999 0.048695000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00029341269980071179 -0.00030603045418440091 -0.00027987224947692633 4.8482435695345275e-05 0.00038834255531495398 0.00051415457973942255 -7.275300953438514e-06
leaf_weight=0.0015330731285628386 0.0010350302239363748 0.0014682313617193012 0.0019928583420329195 0.0011270489351006005 0.0011860763461664493 0.0011839884995374849
leaf_count=1336 304 246 672 239 623 490
internal_value=0 3.23593e-05 -0.000100173 0.000126472 4.95781e-05 0.000253669
internal_weight=0 0.00849128 0.00352593 0.00496535 0.0038383 0.00237006
internal_count=3910 3606 2008 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=8376
num_leaves=8
num_cat=0
split_feature=11 2 0 43 1 3 52
split_gain=2.00078e-05 2.73912e-05 4.2164e-05 3.02561e-05 5.34707e-05 4.59334e-05 1.76352e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 -0.11046999999999998 0.095575000000000007 0.084925000000000014 0.016565000000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.00022126960484051286 -0.00026084320487896446 -0.00010837124175161429 0.00051776055872574495 -0.0004861860426959723 0.00021478807712424936 2.8364628659918429e-05 0.00015744841790517634
leaf_weight=0.0011103423833749328 0.0010431402061009962 0.001347867424136528 0.0010378564336171749 0.0017439873934908003 0.0011332726376352764 0.0010801107359323166 0.0010512463130047758
leaf_count=279 304 157 527 1768 421 132 322
internal_value=0 2.68842e-05 0.000162006 -6.47564e-05 -0.000145008 -0.00028939 0.00033645
internal_weight=0 0.00850468 0.00343697 0.00506771 0.00395737 0.0028241 0.0020891
internal_count=3910 3606 1006 2600 2321 1900 849
is_linear=0
shrinkage=0.00196078


Tree=8377
num_leaves=6
num_cat=0
split_feature=4 160 0 15 15
split_gain=9.87941e-06 2.28648e-05 4.36389e-05 3.38507e-05 4.79233e-05
threshold=0.24280000000000004 -0.026849999999999995 -0.14136999999999997 -0.053579999999999996 0.085120000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.01003413292733496 0.0062440323917618921 -0.020971125323753191 0.015769950722547433 -0.014497495279250339 0.010807824771302476
leaf_weight=0.0013090381920284437 0.0019410947683226581 0.0012647177905058251 0.0010498060006264563 0.0019808441467438513 0.0012028173378506742
leaf_count=923 549 216 622 688 912
internal_value=0 -0.00184356 -0.00467147 0.000197934 -0.00493691
internal_weight=0 0.00680722 0.00549819 0.00423347 0.00318366
internal_count=3910 3361 2438 2222 1600
is_linear=0
shrinkage=0.1


Tree=8378
num_leaves=8
num_cat=0
split_feature=11 43 47 16 16 2 2
split_gain=3.34947e-05 2.34554e-05 3.43916e-05 5.01832e-05 8.44995e-05 2.55771e-05 7.29989e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.10436500000000001 0.15100500000000003 -0.00083999999999999993 0.089785000000000018 0.10393500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00028741241166818345 -0.00033445723349912994 -0.00029381111247550346 0.00032247655970461364 -0.00041374796148725392 0.0005344220593097637 0.00037608606247277216 -0.00030556162830737275
leaf_weight=0.0012526797821216422 0.0010317678178554035 0.001578904470368759 0.0010660271157310677 0.0012285201443041349 0.0010125923402805907 0.0011796589191854267 0.0012378465744398042
leaf_count=231 304 1432 251 383 416 481 412
internal_value=0 3.95237e-05 -2.99335e-06 -5.8618e-05 2.84821e-05 -9.97107e-05 2.70588e-05
internal_weight=0 0.00855623 0.00730355 0.00623752 0.005009 0.00399641 0.00241751
internal_count=3910 3606 3375 3124 2741 2325 893
is_linear=0
shrinkage=0.00196078


Tree=8379
num_leaves=7
num_cat=0
split_feature=13 39 0 48 42 3
split_gain=9.52925e-06 3.68926e-05 2.46414e-05 3.54493e-05 2.20128e-05 2.96955e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.053834999999999994 0.087035000000000015 0.083725000000000008 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0086226500619319812 -0.011456252805817736 0.015925385375650126 -0.016706397740139042 -0.014200680227580734 0.014913707172863134 0.010022199288350813
leaf_weight=0.0011079900311390875 0.001359805065496017 0.0010692545453465704 0.0012551574357833675 0.0014921741808550373 0.0012417553210022246 0.0012223202683514772
leaf_count=210 1031 419 468 366 1283 133
internal_value=0 -0.0013009 -0.00410393 -0.0011284 0.00397273 -0.00128883
internal_weight=0 0.00764047 0.00657121 0.00531605 0.00382388 0.00258213
internal_count=3910 3700 3281 2813 2447 1164
is_linear=0
shrinkage=0.1


Tree=8380
num_leaves=8
num_cat=0
split_feature=11 2 150 0 52 4 3
split_gain=2.90671e-05 3.07287e-05 3.44741e-05 6.37176e-05 4.453e-05 2.8977e-05 3.71407e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.048695000000000009 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00016080659370743425 -0.00031405887720550461 -0.00027387726731347074 0.00043669148768128594 0.00051742473079375391 -2.1590162816728448e-05 -0.00044668404184316238 3.8883588059634591e-05
leaf_weight=0.0010929047304543008 0.0010266485572839644 0.0014717527582822246 0.0011247412505964393 0.0011706395465963767 0.0011865271528444358 0.0013171480071314983 0.001121142962238697
leaf_count=831 304 246 239 623 490 1005 172
internal_value=0 3.52601e-05 0.000134887 4.62326e-05 0.000246101 -0.0001045 -0.000223417
internal_weight=0 0.00848486 0.00495366 0.00382892 0.00235717 0.0035312 0.00243829
internal_count=3910 3606 1598 1359 1113 2008 1177
is_linear=0
shrinkage=0.00196078


Tree=8381
num_leaves=7
num_cat=0
split_feature=11 3 3 13 47 52
split_gain=2.99582e-05 2.32882e-05 2.6676e-05 2.4631e-05 5.39356e-05 4.71013e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.070604999999999987 0.09252500000000001 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00030612023600049779 -0.00032195899671438671 -0.0002821393682684544 0.0002257188022958403 -0.00014469878876622634 -0.00041379608176620862 0.00033934730534961109
leaf_weight=0.0010675325532725835 0.0010094917804282259 0.0011215680162282643 0.0019968903916726764 0.0015720977488160306 0.0010910285675191349 0.0015203369953773315
leaf_count=222 304 1646 718 404 158 458
internal_value=0 3.56139e-05 -3.93383e-06 4.6553e-05 -3.89681e-05 9.32733e-05
internal_weight=0 0.00836945 0.00730192 0.00618035 0.00418346 0.00309243
internal_count=3910 3606 3384 1738 1020 862
is_linear=0
shrinkage=0.00196078


Tree=8382
num_leaves=7
num_cat=0
split_feature=0 2 2 0 4 3
split_gain=1.05221e-05 1.70146e-05 3.8462e-05 5.70373e-05 1.91626e-05 4.71376e-05
threshold=-1.0000000180025095e-35 0.11934000000000002 0.089910000000000004 -0.17106499999999999 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.0050182888494959043 0.0071573379163003825 -0.012943961673318098 0.026187513120112794 -0.0038783269897971618 -0.023460530525971482 0.0047764878569030783
leaf_weight=0.0010173421978040167 0.0016476874383651412 0.0011335864895578645 0.0011526162305937648 0.0013941994946278207 0.0013778786578182625 0.0010354739353998594
leaf_count=825 394 403 114 995 1020 159
internal_value=0 -0.0017115 0.000418648 0.00972862 -0.00649271 -0.0113451
internal_weight=0 0.0071111 0.00597751 0.00254682 0.00343069 0.00241335
internal_count=3910 3516 3113 1109 2004 1179
is_linear=0
shrinkage=0.1


Tree=8383
num_leaves=8
num_cat=0
split_feature=43 52 16 0 4 52 16
split_gain=8.95378e-06 2.36658e-05 5.98853e-05 3.85239e-05 2.74874e-05 2.29475e-05 2.9163e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 0.24280000000000004 -0.088779999999999984 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.016283768847066601 -0.013824871844846176 -0.025565395734084586 0.02186457802210149 0.0089097498645283549 -0.0023112305955622268 0.010239775456268937 -0.013607062607923904
leaf_weight=0.0010518787511814109 0.0013743435694488285 0.0010108025161027876 0.0010602666318445947 0.0011691121665119934 0.0010225215118532254 0.0010088701493930967 0.0010430017220097246
leaf_count=479 427 189 228 1050 192 572 773
internal_value=0 -0.00241371 0.00126538 -0.00555463 -0.0138713 0.00427449 -0.00188198
internal_weight=0 0.00563705 0.0042627 0.00320244 0.00203332 0.00310375 0.00205187
internal_count=3910 2086 1659 1431 381 1824 1345
is_linear=0
shrinkage=0.1


Tree=8384
num_leaves=7
num_cat=0
split_feature=11 2 1 150 0 52
split_gain=2.57542e-05 2.19711e-05 2.65103e-05 2.61468e-05 6.32225e-05 3.96954e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 0.083435000000000023 -0.11756999999999999 0.048695000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00024893956212105966 -0.00030187269392459922 -0.00028730798230381071 9.3930744045427257e-05 0.00037847535188985772 0.0004918431750651779 -1.8243846581418837e-05
leaf_weight=0.0018720806325941901 0.0010152822773988055 0.0014406793348964238 0.0016148563135275269 0.0011078754609208648 0.0011627503054076308 0.0011836680969170405
leaf_count=1553 304 246 455 239 623 490
internal_value=0 2.87919e-05 -9.01508e-05 0.000113521 3.60111e-05 0.000234526
internal_weight=0 0.00838191 0.00348694 0.00489497 0.0037871 0.00234642
internal_count=3910 3606 2008 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=8385
num_leaves=9
num_cat=0
split_feature=11 16 2 16 48 13 13 4
split_gain=4.90169e-05 3.40265e-05 4.13088e-05 6.42216e-05 3.64216e-05 4.82719e-05 2.84363e-05 2.47293e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 -0.110495 0.083775000000000002 -0.032264999999999995 1.0000000180025095e-35 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=-0.00027053589022983334 -0.00041281839595229891 0.00041899034854743874 0.00054340645020879762 -0.0004961704998212729 0.00018947226342238207 0.00020581477262108784 -0.0002546109317557747 0.00011290923951931962
leaf_weight=0.0011875221601785066 0.0010304875852013172 0.0011321036160793175 0.0010089637322734102 0.0013385778066920279 0.0012137315210883218 0.0010604251260175714 0.001003998972911112 0.001043686922662451
leaf_count=385 279 243 286 1185 386 499 348 299
internal_value=0 3.86717e-05 8.57385e-05 4.81518e-07 -0.000102144 -0.000206154 -1.81058e-05 0.000324517
internal_weight=0 0.00898901 0.00780149 0.00574884 0.00461673 0.003403 0.00206442 0.00205265
internal_count=3910 3631 3246 2661 2418 2032 847 585
is_linear=0
shrinkage=0.00196078


Tree=8386
num_leaves=8
num_cat=0
split_feature=11 1 3 43 3 16 4
split_gain=1.94399e-05 1.93806e-05 3.77225e-05 2.4936e-05 2.65429e-05 4.26855e-05 5.84356e-06
threshold=1.0000000180025095e-35 0.10113500000000002 0.090325000000000003 -0.083899999999999988 0.090325000000000003 -0.087089999999999987 0.18622000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.0001844750940234324 -0.00025800517617775002 0.00040141565745762026 -0.00012982143609940828 -1.7483768413251673e-06 9.5088507320860907e-05 -0.00052484001218515907 8.1193173407382468e-05
leaf_weight=0.0013108951735216201 0.00101692599958702 0.0013274914908195778 0.0010076127724063383 0.0012518339554126207 0.0013039068609287012 0.0011514398276551532 0.0010106276451013942
leaf_count=698 304 526 144 618 154 1292 174
internal_value=0 2.91047e-05 0.000144698 -4.79659e-05 -0.000130159 -0.000252368 -2.41565e-05
internal_weight=0 0.00836381 0.00334573 0.00501808 0.00370718 0.00240327 0.00201824
internal_count=3910 3606 844 2762 2064 1910 318
is_linear=0
shrinkage=0.00196078


Tree=8387
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 12
split_gain=8.7737e-06 2.39633e-05 2.13155e-05 3.36396e-05 1.84621e-05 4.06014e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.092854999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.0104048230151206 -0.0087166119627673684 0.015062869288688144 -0.01614454785314226 -0.0088613990529171609 0.01801877562562083 -0.0071508338200128646
leaf_weight=0.0012950353973417844 0.0010303904659843153 0.0010614521827410905 0.001580727237310905 0.0012297650291338206 0.0013463664939841252 0.0012231325663677353
leaf_count=452 747 396 407 534 187 1187
internal_value=0 0.00110632 -0.00111303 -0.00388553 0.00121498 0.00603754
internal_weight=0 0.00773648 0.00667503 0.00537999 0.00379926 0.0025695
internal_count=3910 3163 2767 2315 1908 1374
is_linear=0
shrinkage=0.1


Tree=8388
num_leaves=7
num_cat=0
split_feature=11 2 150 0 52 1
split_gain=2.20836e-05 2.66224e-05 3.47032e-05 4.86982e-05 5.5108e-05 2.74989e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.048695000000000009 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0002669485521693778 -0.00028028237443341897 -0.00025367901907761577 0.00042164710151669559 0.00050208903444050117 -9.5130312056477235e-05 8.1125906190386218e-05
leaf_weight=0.0018985100594857598 0.0010318316727693866 0.0014616324821152674 0.0011096554604995441 0.0011789350382336507 0.0011973164290574559 0.0016149019446585653
leaf_count=1553 304 246 239 623 490 455
internal_value=0 2.35591e-05 0.000116245 2.79435e-05 0.000201169 -0.00010696
internal_weight=0 0.00846095 0.00494754 0.00383788 0.00237625 0.00351341
internal_count=3910 3606 1598 1359 1113 2008
is_linear=0
shrinkage=0.00196078


Tree=8389
num_leaves=7
num_cat=0
split_feature=13 39 2 48 3 1
split_gain=9.20677e-06 2.85053e-05 2.65313e-05 2.02304e-05 3.83457e-05 6.17635e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.076710000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0084436020145498576 -0.015701193527477651 0.013861112214834367 -0.015151794836577616 0.0096631386583281506 -0.019029895455252119 0.016889749074759684
leaf_weight=0.001113825594526917 0.0010121771588993372 0.0010687203389763587 0.0015571491625368588 0.0014682480505247729 0.0011795734311172059 0.001366554596153789
leaf_count=210 1315 419 393 395 477 701
internal_value=0 -0.00128729 -0.0037463 -0.000213049 -0.00428822 0.00302194
internal_weight=0 0.00765242 0.0065837 0.00502655 0.00355831 0.00237873
internal_count=3910 3700 3281 2888 2493 2016
is_linear=0
shrinkage=0.1


Tree=8390
num_leaves=8
num_cat=0
split_feature=11 43 1 0 42 2 4
split_gain=2.76425e-05 2.06444e-05 3.59966e-05 4.20348e-05 3.50134e-05 5.61863e-05 3.57925e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.10113500000000002 -0.14808999999999997 0.083815000000000014 0.097940000000000013 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00026305793166252401 -0.00031407322368635497 -0.00044302580216299526 -9.1080160656343591e-05 0.00039735919289279328 -0.00043158254224954064 0.00035069677130980553 5.35033755940252e-05
leaf_weight=0.0012355320673721514 0.0010116826130926468 0.0011328919382239278 0.0012898478607844886 0.0014266557496024766 0.0010629960486607274 0.0010549621269726507 0.0011002452107509216
leaf_count=231 304 725 156 620 1371 269 234
internal_value=0 2.92178e-05 -1.16612e-05 0.000165439 -0.00012223 -2.222e-05 -0.000198391
internal_weight=0 0.00830313 0.0070676 0.0027165 0.0043511 0.0032881 0.00223314
internal_count=3910 3606 3375 776 2599 1228 959
is_linear=0
shrinkage=0.00196078


Tree=8391
num_leaves=7
num_cat=0
split_feature=2 43 2 3 15 4
split_gain=8.48741e-06 2.99875e-05 4.00443e-05 2.61217e-05 1.9885e-05 2.27709e-05
threshold=0.099015000000000006 -0.17307499999999998 0.085255000000000011 -0.075954999999999981 -0.14487999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.012743292513626324 0.015575750363087809 -0.0086291086694489545 -0.017388216445487072 0.012749004690753735 0.0070290430830293226 -0.011931194100374406
leaf_weight=0.001015150734911683 0.0010097282357265278 0.0011075392987442616 0.0018476275350053539 0.001181063294156135 0.0015030134242726542 0.0010948165767381086
leaf_count=180 266 906 1264 414 498 382
internal_value=0 -0.00265759 -0.00643742 0.00240335 0.00366718 -0.000961465
internal_weight=0 0.00515138 0.00413623 0.0022886 0.00360756 0.00259783
internal_count=3910 2764 2584 1320 1146 880
is_linear=0
shrinkage=0.1


Tree=8392
num_leaves=8
num_cat=0
split_feature=50 15 16 0 4 42 3
split_gain=2.73102e-05 3.95199e-05 5.012e-05 4.62011e-05 6.08018e-05 4.83827e-05 6.91271e-05
threshold=0.086465000000000014 -0.16430499999999995 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 0.084685000000000024 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
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internal_weight=0 0.00837418 0.0073561 0.00624419 0.00217957 0.00406462 0.00283209
internal_count=3910 3195 2795 2491 303 2188 1183
is_linear=0
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Tree=8393
num_leaves=7
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split_feature=11 43 2 3 2 4
split_gain=2.841e-05 2.86696e-05 7.00215e-05 2.53585e-05 2.53076e-05 6.39245e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-3.5006516980178722e-05 -0.00031919876985771027 -0.00028880345210231524 0.00060356486603637891 -0.00015745765271931334 -0.00019311837679207529 0.00044335638343045145
leaf_weight=0.0019372495656597164 0.0010268709105196146 0.001366744666924621 0.00100149409588496 0.0014248804075284519 0.00142028939821002 0.0013038584967142836
leaf_count=1168 304 1289 553 204 246 146
internal_value=0 2.61826e-05 0.000182612 -5.71613e-05 1.91446e-05 0.000129626
internal_weight=0 0.00845452 0.00293874 0.00551577 0.00414903 0.00272874
internal_count=3910 3606 1721 1885 596 350
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shrinkage=0.00196078


Tree=8394
num_leaves=8
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split_feature=14 49 47 4 4 4 16
split_gain=4.30863e-05 5.41463e-05 7.78611e-05 0.000105534 3.21209e-05 5.33279e-05 4.1073e-05
threshold=-1.0000000180025095e-35 0.010625000000000001 0.09252500000000001 0.05309500000000001 -0.23071499999999998 -0.0010999999999999996 -0.008069999999999999
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010012595285272098 0.001406859488875499 0.0011167405437473949 0.0015020928345588535 0.001185347253293138 0.001580135972926826 0.0010657817860805826 0.0011092235470572104
leaf_count=196 238 734 279 393 1382 224 464
internal_value=0 3.31855e-05 -2.42879e-05 7.07119e-05 -5.04437e-05 4.42295e-05 0.000191326
internal_weight=0 0.00896618 0.00784944 0.00634735 0.005162 0.00375514 0.00268936
internal_count=3910 3714 2980 2701 2308 2070 1846
is_linear=0
shrinkage=0.00196078


Tree=8395
num_leaves=6
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split_feature=49 42 2 0 4
split_gain=9.48017e-06 2.57201e-05 3.68129e-05 4.31717e-05 3.55618e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 -0.13506999999999997 -0.23071499999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0019582029542448203 0.0010925063855416117 0.0019787259871015088 0.0015718670910094025 0.0011783332130990455 0.0010111990925571347
leaf_count=529 529 1155 264 231 1202
internal_value=0 -0.00182519 -0.00450185 0.00130656 0.0103839
internal_weight=0 0.00683263 0.00574013 0.0037614 0.00218953
internal_count=3910 3381 2852 1697 1433
is_linear=0
shrinkage=0.1


Tree=8396
num_leaves=7
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split_feature=11 2 52 52 16 15
split_gain=2.85209e-05 2.01722e-05 3.35593e-05 3.55982e-05 2.20233e-05 4.12634e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.015039999999999998 0.10433000000000002 0.15100500000000003 -0.0039399999999999991
decision_type=2 2 2 2 2 2
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leaf_value=-0.00017334026297807271 -0.00030957750314461468 0.0004322608396450705 -0.00018543610325997848 0.00029782798255713761 -0.00027421480788509937 0.00022909587571226072
leaf_weight=0.0019839476126279716 0.0010604679357591072 0.0010862736118567549 0.0013984517804801085 0.0010087478908536375 0.0012426497432080829 0.0019349052851853569
leaf_count=1029 304 419 335 252 276 1295
internal_value=0 3.1114e-05 0.000146176 1.70779e-05 -4.67639e-05 2.53597e-05
internal_weight=0 0.00865498 0.00349347 0.0024072 0.0051615 0.00391885
internal_count=3910 3606 1006 587 2600 2324
is_linear=0
shrinkage=0.00196078


Tree=8397
num_leaves=7
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split_feature=47 43 16 16 4 49
split_gain=2.67664e-05 4.09043e-05 5.8206e-05 4.98163e-05 4.05747e-05 3.22389e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15100500000000003 -0.008069999999999999 -0.0086749999999999969 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00036839102068171196 -0.00030661502776586268 -0.00033047255818254858 -0.00037333965310738619 0.00041072265472113481 0.00030230573082649773 -8.9821092583343925e-05
leaf_weight=0.001182713604698361 0.0010159065234760399 0.0012617329795108268 0.001469381995656255 0.0012473014307683248 0.0014445618065570464 0.0018238401112825021
leaf_count=261 179 1300 504 633 307 726
internal_value=0 3.02899e-05 -2.48898e-05 6.37319e-05 -3.18066e-05 8.34903e-05
internal_weight=0 0.00842953 0.00724682 0.00577744 0.00453013 0.0032684
internal_count=3910 3731 3470 2966 2333 1033
is_linear=0
shrinkage=0.00196078


Tree=8398
num_leaves=7
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split_feature=11 13 39 16 4 52
split_gain=4.44287e-05 5.32419e-05 5.87411e-05 4.57164e-05 3.59693e-05 3.73488e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.00033228357851431854 -0.00039238310776716585 -0.00042659236167627649 0.00037800008730643278 -0.00023342889501890745 0.00040610682477756839 -6.7437733883400961e-05
leaf_weight=0.0019216720761502815 0.0010005530773789318 0.0013830578156393339 0.001103921735981883 0.0017839563163986206 0.001085672278176777 0.0015611111462247446
leaf_count=405 282 232 387 1466 382 756
internal_value=0 4.35567e-05 -3.66487e-05 -0.000115382 -1.82375e-05 0.000126803
internal_weight=0 0.00883939 0.00691772 0.0058138 0.00443074 0.00264678
internal_count=3910 3628 3223 2836 2604 1138
is_linear=0
shrinkage=0.00196078


Tree=8399
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split_feature=42 51 47 1 43 12
split_gain=9.40682e-06 2.56626e-05 2.72095e-05 4.68609e-05 4.35939e-05 2.2316e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.087850000000000025 0.10937500000000001 -0.077544999999999989 0.088325000000000015
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014748397235172144 0.0011373041821576141 0.0011444060116171362 0.0013720620370588077 0.0010388922311100838 0.0015951985685108828 0.0010607698409150906
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internal_weight=0 0.00734863 0.00621133 0.00483927 0.00380037 0.00265597
internal_count=3910 2850 2329 2019 1615 1045
is_linear=0
shrinkage=0.1


Tree=8400
num_leaves=7
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split_feature=11 3 47 12 52 4
split_gain=4.9685e-05 3.79389e-05 4.55939e-05 3.04385e-05 4.85984e-05 1.3537e-05
threshold=0.077330000000000024 -0.10628499999999998 0.077735000000000012 0.086935000000000012 -0.0066199999999999991 0.097045000000000006
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011731304086103934 0.0010018327512695173 0.0019975071534901112 0.0011424549314248951 0.0018016094668503084 0.0016219462648265808 0.0010071928642781762
leaf_count=247 279 702 409 1480 699 94
internal_value=0 -4.63301e-05 -9.71725e-05 -1.35242e-06 0.000102307 -0.000338815
internal_weight=0 0.00874384 0.00757071 0.00542106 0.00361945 0.00214965
internal_count=3910 3631 3384 2881 1401 503
is_linear=0
shrinkage=0.00196078


Tree=8401
num_leaves=8
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split_feature=11 3 47 12 52 1 15
split_gain=5.99047e-05 3.88952e-05 4.46597e-05 3.40544e-05 5.70318e-05 2.07e-05 1.12999e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011800753220890673 0.0010300872570920003 0.0010247796882376793 0.0011548294400075213 0.0018153033997331753 0.0016944599310003716 0.001004523199012167 0.0010002379586608896
leaf_count=247 279 416 249 1480 699 286 254
internal_value=0 4.10049e-05 -9.83298e-06 8.33464e-05 0.000190691 -3.10464e-05 -0.000249327
internal_weight=0 0.00887421 0.00769413 0.00553907 0.00372376 0.0020293 0.00215507
internal_count=3910 3631 3384 2881 1401 702 503
is_linear=0
shrinkage=0.00196078


Tree=8402
num_leaves=7
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split_feature=50 484 42 43 4 16
split_gain=9.8555e-06 2.58989e-05 2.40118e-05 3.51973e-05 4.30585e-05 5.04307e-05
threshold=0.082310000000000008 0.084225000000000008 -1.0000000180025095e-35 -0.074254999999999988 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00779703 0.00679411 0.00561486 0.00400361 0.00226548
internal_count=3910 3163 2747 1937 1221 429
is_linear=0
shrinkage=0.1


Tree=8403
num_leaves=7
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split_feature=11 4 2 2 1 16
split_gain=6.13228e-05 2.51997e-05 4.70065e-05 6.89867e-05 5.43562e-05 4.22299e-05
threshold=0.077330000000000024 -0.083329999999999987 0.089785000000000018 0.10648500000000001 0.095575000000000007 0.15100500000000003
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013946587419678394 0.0010158847619070504 0.0012103715261841121 0.001518551952476645 0.0019502964111225735 0.0015886242305940266 0.0011656541485631745
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internal_value=0 4.34582e-05 -2.34963e-05 0.000129035 -0.000212531 0.000207368
internal_weight=0 0.00882816 0.00626784 0.00346885 0.002799 0.00256031
internal_count=3910 3631 2940 1396 1544 691
is_linear=0
shrinkage=0.00196078


Tree=8404
num_leaves=8
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split_feature=11 2 4 3 150 0 16
split_gain=2.90597e-05 2.39944e-05 3.03701e-05 4.59659e-05 2.79316e-05 5.7949e-05 4.69843e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.077679999999999985 -1.0000000180025095e-35 0.083435000000000023 -0.11756999999999999 0.15100500000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 4 3 -5 -6 6 -8
leaf_value=0.00018104383294939995 -0.00031689806644000251 -0.0002695438735358035 -0.00046280063758993113 7.9253511287009294e-05 0.00039364797151107922 0.0005106659333506073 -3.8697335805130473e-05
leaf_weight=0.0010855214787843714 0.0010254771624550922 0.0014414852160928729 0.0013085348725285768 0.001113096129441066 0.0011151204304265406 0.0011632180699797311 0.0012329699848891886
leaf_count=831 304 246 1005 172 239 789 324
internal_value=0 3.26098e-05 -9.14836e-05 -0.000213647 0.000120482 4.11082e-05 0.000227988
internal_weight=0 0.00845995 0.00350715 0.00242163 0.00495279 0.00383767 0.00239619
internal_count=3910 3606 2008 1177 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=8405
num_leaves=7
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split_feature=131 13 49 48 16 160
split_gain=9.81698e-06 2.37352e-05 3.24324e-05 3.73838e-05 5.62093e-05 4.53464e-05
threshold=0.078355000000000022 -0.23438999999999996 0.010625000000000001 0.086935000000000012 -0.083564999999999987 -0.026849999999999995
decision_type=2 2 2 2 2 2
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leaf_count=174 650 719 695 324 392 956
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internal_weight=0 0.0078435 0.00681351 0.00577285 0.00463475 0.00281188
internal_count=3910 3260 3086 2391 2067 1348
is_linear=0
shrinkage=0.1


Tree=8406
num_leaves=8
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split_feature=11 3 3 3 16 47 4
split_gain=2.28356e-05 1.766e-05 3.04569e-05 2.52622e-05 2.31479e-05 3.20991e-05 3.44121e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=222 304 1646 861 236 170 151 320
internal_value=0 2.47899e-05 -9.62208e-06 4.46224e-05 -2.05283e-05 6.07464e-05 0.000188949
internal_weight=0 0.00836446 0.00729957 0.00616816 0.00485849 0.00357081 0.00241997
internal_count=3910 3606 3384 1738 877 707 556
is_linear=0
shrinkage=0.00196078


Tree=8407
num_leaves=6
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split_feature=52 0 1 3 52
split_gain=1.02852e-05 2.11369e-05 5.01047e-05 4.3674e-05 4.14305e-05
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decision_type=2 2 2 2 2
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internal_value=0 0.00118586 -0.00154911 0.00450911 -0.00160984
internal_weight=0 0.00769297 0.00604678 0.00419062 0.00308302
internal_count=3910 3263 2885 2456 2315
is_linear=0
shrinkage=0.1


Tree=8408
num_leaves=7
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split_feature=1 4 150 16 3 3
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00278823 0.00604047 0.00472946 0.003658 0.00263171
internal_count=3910 2008 1902 1540 1260 1058
is_linear=0
shrinkage=0.1


Tree=8409
num_leaves=8
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split_feature=11 2 150 0 16 1 47
split_gain=3.33024e-05 2.40633e-05 3.17325e-05 5.67617e-05 4.59849e-05 2.88406e-05 1.24184e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.15100500000000003 0.090355000000000005 0.09252500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 6 -8
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internal_weight=0 0.00868742 0.00509062 0.00393395 0.00243649 0.0035968 0.0020305
internal_count=3910 3606 1598 1359 1113 2008 672
is_linear=0
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Tree=8410
num_leaves=8
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split_feature=11 3 3 3 4 2 1
split_gain=2.52574e-05 2.07265e-05 2.60538e-05 2.46218e-05 2.09589e-05 5.53417e-05 4.63739e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 0.0057500000000000008 0.11230000000000001 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00028305552516769578 -0.00029943079375073029 -0.00028150324598862211 0.00027896878693947896 0.00011572653579741401 0.00032449900719349326 -0.00022843702768065284 -0.00047424616621079296
leaf_weight=0.0010730365114656427 0.0010114665925991364 0.0011373943328919795 0.0013196364198409562 0.0010432400956013031 0.0016151699316674735 0.001222783864269093 0.0010063649169877859
leaf_count=222 304 1646 861 111 249 228 289
internal_value=0 2.85049e-05 -8.68463e-06 4.13061e-05 -2.28626e-05 8.62565e-05 -0.000173953
internal_weight=0 0.00841763 0.00734459 0.0062072 0.00488756 0.00283795 0.00204961
internal_count=3910 3606 3384 1738 877 477 400
is_linear=0
shrinkage=0.00196078


Tree=8411
num_leaves=8
num_cat=0
split_feature=11 3 48 0 4 43 16
split_gain=4.44772e-05 3.13492e-05 2.84037e-05 0.000103689 5.80843e-05 9.77206e-05 4.92603e-05
threshold=0.077330000000000024 -0.10628499999999998 0.016865000000000002 -0.18901999999999997 -0.083329999999999987 -0.077664999999999998 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00033549362461241796 -0.00039321815720837119 0.00023788235858650874 -0.00019786524971390651 0.00060080530901585624 -0.00073157123095736443 -0.00023414715949028633 0.00032157677058574513
leaf_weight=0.0012051332572232763 0.0010075558458758063 0.001483090756684026 0.0013737622927833815 0.00114657956449903 0.0010361569805436345 0.0015828119056748651 0.0010011371206605794
leaf_count=247 279 508 114 563 802 1044 353
internal_value=0 4.1623e-05 -4.83223e-06 0.000165474 -8.89423e-05 -0.000222836 -1.88349e-05
internal_weight=0 0.00882867 0.00762354 0.00252034 0.0051032 0.00362011 0.00258395
internal_count=3910 3631 3384 677 2707 2199 1397
is_linear=0
shrinkage=0.00196078


Tree=8412
num_leaves=8
num_cat=0
split_feature=11 3 15 3 150 4 1
split_gain=2.22163e-05 1.9501e-05 2.47531e-05 5.02122e-05 4.93957e-05 4.11327e-05 3.32134e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.10666500000000002 0.082965000000000025 -0.08100499999999998 0.10561500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -4 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00027231684170157111 -0.00028096143808771913 -0.00052119165748725047 0.0002339356849242661 0.00047041502854729052 0.00025382003549447485 -0.00030120780337217857 -8.8616853047658397e-05
leaf_weight=0.0010762206324305499 0.0010171265484508396 0.0010560328541045674 0.0010385785257181692 0.0010468474386783918 0.001044182479337432 0.0011791876341731801 0.0019288675495814768
leaf_count=222 304 884 681 105 320 956 438
internal_value=0 2.59279e-05 -1.0428e-05 0.000116471 -0.000113249 -5.06004e-05 -0.000241658
internal_weight=0 0.00836992 0.0072937 0.00326461 0.00402908 0.00221777 0.0029849
internal_count=3910 3606 3384 1742 1642 1637 1322
is_linear=0
shrinkage=0.00196078


Tree=8413
num_leaves=7
num_cat=0
split_feature=11 43 2 13 4 4
split_gain=2.99096e-05 3.18485e-05 6.08031e-05 3.0289e-05 3.75006e-05 7.81877e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 -0.09547499999999999 0.0057500000000000008 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-8.5549965220931153e-06 -0.0003221608722579372 0.00016020093810340539 0.00058013657847369741 -0.00035537139575120313 0.00042364670225335607 -0.00033328963623677292
leaf_weight=0.0019941794256280844 0.001053405245182438 0.0016981661499000005 0.001019340335510141 0.0018625545398337452 0.001000362635437232 0.001103321944271161
leaf_count=1168 304 336 553 1158 151 240
internal_value=0 2.77163e-05 0.000190573 -5.89252e-05 -0.000152745 2.66554e-05
internal_weight=0 0.00867793 0.00301352 0.00566441 0.00396624 0.00210368
internal_count=3910 3606 1721 1885 1549 391
is_linear=0
shrinkage=0.00196078


Tree=8414
num_leaves=9
num_cat=0
split_feature=159 15 16 52 0 4 1 13
split_gain=2.40789e-05 4.4428e-05 6.19287e-05 3.79216e-05 5.27533e-05 3.68914e-05 4.10155e-05 8.30382e-06
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.053834999999999994 0.05309500000000001 0.09112000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00029425251794613943 0.00040324310416570695 -0.00046279423969154969 1.6401847675075238e-05 0.00036214932483879381 -0.00036384058021177374 0.00041163049232893165 -0.00034204801505328123 0.00026478546587866341
leaf_weight=0.0010047669593372987 0.0010566454438881104 0.0010718201242675106 0.0010555102149908807 0.0011906656776041373 0.0013283613900740609 0.0010075177263440638 0.0010209157267195511 0.0010151852496270745
leaf_count=633 408 274 1013 378 379 194 352 279
internal_value=0 2.6248e-05 -2.55532e-05 4.52586e-05 -2.42599e-05 8.57844e-05 -2.04048e-05 0.000138175
internal_weight=0 0.00874662 0.00768998 0.00661816 0.00542749 0.00409913 0.00309161 0.0020707
internal_count=3910 3277 2869 2595 2217 1838 1644 1292
is_linear=0
shrinkage=0.00196078


Tree=8415
num_leaves=7
num_cat=0
split_feature=1 4 2 15 15 16
split_gain=2.21133e-05 2.94141e-05 2.53015e-05 2.72014e-05 5.59866e-05 3.13569e-05
threshold=0.076710000000000014 -0.083329999999999987 0.11462500000000002 0.024640000000000006 -0.038029999999999987 -0.09601999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=2.4028951890810516e-05 0.00018303066199280412 -0.0003653738319409526 0.00027628969882708505 -0.00029477011773009198 0.00040971468772916972 -0.00024635855863986659
leaf_weight=0.0017533223530164324 0.0010318622194504217 0.0012978336840915833 0.0015842160981620274 0.0010144084617882626 0.001248812518773121 0.0017849563236292979
leaf_count=454 242 1554 413 504 343 400
internal_value=0 -0.000141607 5.99415e-05 -7.52697e-06 6.41426e-05 -8.90639e-05
internal_weight=0 0.00305116 0.00666426 0.00508004 0.00406563 0.00281682
internal_count=3910 2008 1902 1489 985 642
is_linear=0
shrinkage=0.00196078


Tree=8416
num_leaves=8
num_cat=0
split_feature=11 160 13 15 49 3 1
split_gain=2.64419e-05 2.57281e-05 3.37655e-05 4.12794e-05 3.8609e-05 5.1664e-05 8.18625e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.084050000000000014 -0.010424999999999999 0.096385000000000012 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00031989165276001931 -0.0002962131569572633 -0.00026074923806287161 -0.00023589966766033728 -0.00034104014941229479 4.3862977003344812e-05 -0.00017776517225452337 0.00074424083075832039
leaf_weight=0.0016400438788452187 0.0010618980465216662 0.0010223739250533014 0.001150051709972782 0.0010991913932177876 0.0016138627826392622 0.0011290282476975055 0.0010650575864618239
leaf_count=346 304 362 371 1127 930 129 341
internal_value=0 3.14962e-05 7.03132e-05 2.73742e-06 7.89531e-05 0.000174043 0.000322312
internal_weight=0 0.00871961 0.00769724 0.00605719 0.004958 0.00380795 0.00267892
internal_count=3910 3606 3244 2898 1771 1400 1271
is_linear=0
shrinkage=0.00196078


Tree=8417
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 1
split_gain=1.35678e-05 2.59128e-05 2.49227e-05 3.58249e-05 3.68629e-05 6.87205e-05 1.07413e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.085425000000000015 0.077800000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.012901335811094698 -0.011102667794443686 -0.01554433918442019 -0.015618101572354005 0.017381534796566799 -0.018493759989146253 0.022757123542739177 -0.0010259076963907647
leaf_weight=0.0015397143419193125 0.0010004437680849231 0.0010612744468008568 0.0010063555061812768 0.0010926467854064622 0.0011193316776909054 0.0011009424765010506 0.0010114536850128664
leaf_count=804 715 766 229 535 331 247 283
internal_value=0 0.00125547 -0.0015498 0.00123632 -0.00292618 0.00266109 -0.00830357
internal_weight=0 0.00793172 0.006392 0.00533073 0.00423808 0.00311875 0.00201781
internal_count=3910 3195 2391 1625 1090 759 512
is_linear=0
shrinkage=0.1


Tree=8418
num_leaves=7
num_cat=0
split_feature=1 3 133 13 12 3
split_gain=1.09547e-05 2.34566e-05 2.5195e-05 5.46248e-05 1.98307e-05 5.30445e-05
threshold=0.10305000000000002 -0.115685 0.077945 -0.0041499999999999983 0.051320000000000005 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.0098792565259042606 0.025143097074740023 -0.030341230459845769 0.0053899157346485099 -0.0016714016685455556 -0.0054613525715678339 -0.0057217594398781806
leaf_weight=0.0011216802390009561 0.0011315501458682999 0.0010084090805660331 0.0012706008413819053 0.0019490313671120989 0.0013340435749991221 0.0010962736667914992
leaf_count=267 360 1084 1076 553 340 230
internal_value=0 -0.00297664 -0.00638725 -0.0114471 0.00418106 0.00995503
internal_weight=0 0.00534972 0.00422804 0.00295744 0.00356187 0.00222782
internal_count=3910 2980 2713 1637 930 590
is_linear=0
shrinkage=0.1


Tree=8419
num_leaves=7
num_cat=0
split_feature=11 43 2 13 16 52
split_gain=2.87399e-05 2.18348e-05 5.58623e-05 3.19009e-05 3.35129e-05 5.48551e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 -0.09547499999999999 -0.19424999999999998 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-2.5079757968215931e-05 -0.00031369649253451065 0.00018306997104809469 0.00053937776173030162 -0.00044295298777137265 -0.00028810984388742683 0.00024736065454398468
leaf_weight=0.0020017372232253253 0.0010464921668889822 0.001703535595722473 0.0010163411206871378 0.0010255588988156319 0.0015344213516179021 0.0014127558410494279
leaf_count=1168 304 336 553 192 356 1001
internal_value=0 3.02448e-05 0.000165002 -4.14057e-05 -0.000137662 -3.14273e-05
internal_weight=0 0.00869435 0.00301808 0.00567627 0.00397274 0.00294718
internal_count=3910 3606 1721 1885 1549 1357
is_linear=0
shrinkage=0.00196078


Tree=8420
num_leaves=7
num_cat=0
split_feature=11 2 1 0 16 2
split_gain=1.99877e-05 2.43651e-05 3.11587e-05 2.31467e-05 5.1267e-05 4.34819e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.13506999999999997 0.15100500000000003 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00026970687329190676 -0.00026384622801618805 0.00025426339942831515 9.7827914003611563e-05 0.00049096595727703813 -4.1139821018344111e-05 -0.00029025153962680163
leaf_weight=0.0019255200294054859 0.0010427634042712618 0.0010577074694865427 0.0016440126674369367 0.0014242717844208438 0.0013617240226546324 0.0012075218339483904
leaf_count=1553 304 171 455 929 337 161
internal_value=0 2.35714e-05 -0.000100432 0.000111201 0.000230886 -3.60002e-05
internal_weight=0 0.00862076 0.00356953 0.00505123 0.002786 0.00226523
internal_count=3910 3606 2008 1598 1266 332
is_linear=0
shrinkage=0.00196078


Tree=8421
num_leaves=6
num_cat=0
split_feature=3 39 3 4 2
split_gain=1.06839e-05 2.46621e-05 2.58119e-05 5.27121e-05 2.36097e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 0.087005000000000013
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0095100306159900099 0.0084077765014879298 0.012447667013531167 -0.026584895154433033 9.2303595718346682e-05 -0.0070612391442352726
leaf_weight=0.0019200738040666577 0.0012629748925035347 0.0010851673850455204 0.0012255887270274412 0.0018720354589699996 0.0015569085572818542
leaf_count=1225 239 424 490 307 1225
internal_value=0 -0.00151901 -0.00382427 -0.0104626 0.00208982
internal_weight=0 0.00765977 0.00657461 0.00309762 0.00347698
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=8422
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 15 2
split_gain=3.68288e-05 4.08418e-05 6.40277e-05 7.39185e-05 4.99412e-05 3.7589e-05 2.36587e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 1.0000000180025095e-35 0.089785000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00028505405980789759 -0.00035248720065562559 -0.00022703698624433648 0.0003928796408858728 -0.00058564431446816187 0.00032509871818117009 -0.00044608999316989208 0.0001487727415959185
leaf_weight=0.0019831679536437153 0.001044984277608141 0.0010907642437610414 0.0011402970696340123 0.0010532055878407992 0.0012508408394669062 0.0010309784150216448 0.0015725657779739866
leaf_count=406 279 531 387 329 509 1073 396
internal_value=0 3.61281e-05 -3.30252e-05 -0.00011399 -1.35388e-05 -0.000128197 -5.13977e-06
internal_weight=0 0.00912182 0.00713865 0.00599835 0.00494515 0.00369431 0.00266333
internal_count=3910 3631 3225 2838 2509 2000 927
is_linear=0
shrinkage=0.00196078


Tree=8423
num_leaves=8
num_cat=0
split_feature=11 2 4 3 150 0 16
split_gain=3.45632e-05 2.81479e-05 2.98975e-05 4.90623e-05 2.44358e-05 5.86857e-05 3.95139e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.077679999999999985 -1.0000000180025095e-35 0.083435000000000023 -0.11756999999999999 0.15100500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -7
right_child=-2 4 3 -5 -6 6 -8
leaf_value=0.00017137620830970135 -0.00034076856262285475 -0.00025064335287186459 -0.00047089561231174486 8.2206268693337794e-05 0.00038053471022698082 0.00049856799045884038 1.0460484838366786e-06
leaf_weight=0.0011117887775697094 0.0010419337472514891 0.0014852621247437299 0.0013356451556646161 0.0011453214603808397 0.0011625658907295916 0.0011951019389057137 0.0012616668844087631
leaf_count=831 304 246 1005 172 239 789 324
internal_value=0 3.71403e-05 -9.58214e-05 -0.00021556 0.000130722 5.70488e-05 0.000243067
internal_weight=0 0.00869735 0.00359276 0.00248097 0.0051046 0.00394203 0.00245677
internal_count=3910 3606 2008 1177 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=8424
num_leaves=7
num_cat=0
split_feature=50 133 52 4 3 3
split_gain=1.04455e-05 2.55963e-05 3.29509e-05 5.66613e-05 5.96828e-05 3.29846e-05
threshold=0.086465000000000014 0.087615000000000012 0.067395000000000024 -0.034289999999999994 -0.074234999999999982 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.020395296679624534 -0.0097318267946155078 -0.0130194613165091 0.015788417716994189 0.02338107198483684 -0.016390775436286368 0.0056386416270393681
leaf_weight=0.0011226291898050736 0.0010012426505718224 0.0011044051787023655 0.0016315840214738767 0.0012304806846006704 0.0011151029237599743 0.0017406422136148731
leaf_count=527 715 744 808 528 350 238
internal_value=0 0.00110668 0.00338738 -0.000497027 0.00496972 -0.00296334
internal_weight=0 0.00794484 0.00684044 0.00520886 0.00408623 0.00285575
internal_count=3910 3195 2451 1643 1116 588
is_linear=0
shrinkage=0.1


Tree=8425
num_leaves=8
num_cat=0
split_feature=11 160 13 39 3 0 2
split_gain=3.52994e-05 2.14081e-05 3.27019e-05 4.30164e-05 3.76187e-05 7.44654e-05 5.3151e-05
threshold=1.0000000180025095e-35 0.090735000000000024 -0.094679999999999986 0.005105000000000001 -0.08348499999999999 -0.10131499999999999 0.096970000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00031392779009737211 -0.00034918327639975755 -0.00023304337937334697 0.00018120288920868126 0.00036774203989175261 0.00030913380755761259 -0.00060170142181780221 -0.00028817309135179464
leaf_weight=0.0016419400001412418 0.0010408534668542588 0.0010245348120806351 0.0015313750824998435 0.001021755594950104 0.0011600678959726683 0.001125280852313987 0.0011313495418088489
leaf_count=346 304 362 997 351 116 1288 146
internal_value=0 3.305e-05 6.88659e-05 1.46415e-06 -7.41706e-05 -0.00018863 1.42234e-05
internal_weight=0 0.0086363 0.00761177 0.00596983 0.00494807 0.0034167 0.00229142
internal_count=3910 3606 3244 2898 2547 1550 262
is_linear=0
shrinkage=0.00196078


Tree=8426
num_leaves=8
num_cat=0
split_feature=52 13 47 150 4 16 3
split_gain=1.04634e-05 2.77187e-05 2.90645e-05 4.90272e-05 3.84233e-05 1.43154e-05 9.50314e-06
threshold=0.11401500000000002 -0.23438999999999996 0.09252500000000001 0.086420000000000011 -0.034289999999999994 -0.027569999999999994 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.016649896879266334 -0.0089499515878601488 0.0066337818112929886 -0.014060541456802179 -0.016892795698988907 0.01021491014266104 -0.0094743583475285359 0.023715500396923227
leaf_weight=0.0010128919207929177 0.0011623834328131867 0.0010108824915009522 0.001375814750296708 0.0010740623921969153 0.0010807893173453058 0.0012146140197986503 0.0010073476918115239
leaf_count=169 647 927 314 325 837 497 194
internal_value=0 0.00122218 -0.00108825 0.00222438 0.00698441 -0.00215759 0.0167278
internal_weight=0 0.0077764 0.00676351 0.0053877 0.00431363 0.0022255 0.00208814
internal_count=3910 3263 3094 2780 2455 1424 1031
is_linear=0
shrinkage=0.1


Tree=8427
num_leaves=6
num_cat=0
split_feature=15 43 16 16 2
split_gain=9.13686e-06 1.97299e-05 3.35062e-05 4.76678e-05 8.13017e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.15100500000000003 -0.19424999999999998 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0068004893739160664 0.01260261634852779 -0.013752960338500939 -0.013528386390794742 -0.0037600279787472026 0.028417596987055628
leaf_weight=0.0016531742848057227 0.0012994018823051477 0.001175559043262304 0.0015714326003628725 0.0018671661111895237 0.0013550921819187071
leaf_count=614 233 268 539 1529 727
internal_value=0 0.00143594 -0.000994848 0.00348365 0.00977199
internal_weight=0 0.00726865 0.00596925 0.00439782 0.00322226
internal_count=3910 3296 3063 2524 2256
is_linear=0
shrinkage=0.1


Tree=8428
num_leaves=6
num_cat=0
split_feature=4 12 52 16 15
split_gain=9.57341e-06 2.30489e-05 3.25938e-05 5.50136e-05 5.41667e-05
threshold=0.24280000000000004 0.098845000000000016 0.091210000000000013 0.081265000000000018 -0.0071449999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.010448773280403317 0.006043648034067664 -0.015757421962525924 0.014586621043130802 -0.021864298803934198 0.014792351555613174
leaf_weight=0.0015867540845469362 0.001984095410263345 0.0010148310890947141 0.0012932291364593671 0.0011932118956112787 0.001831526210576745
leaf_count=765 549 506 621 490 979
internal_value=0 -0.00183582 0.000556851 -0.0033776 0.00307551
internal_weight=0 0.00691955 0.00590472 0.00461149 0.00341828
internal_count=3910 3361 2855 2234 1744
is_linear=0
shrinkage=0.1


Tree=8429
num_leaves=7
num_cat=0
split_feature=52 160 2 16 2 4
split_gain=1.20442e-05 1.92333e-05 3.46527e-05 8.88111e-05 4.25431e-05 1.88831e-05
threshold=-0.081429999999999989 -0.079234999999999986 0.11005500000000001 -0.15168999999999996 0.086915000000000006 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0021432784492064721 -0.014572600376204434 0.015152444684788628 0.011933092880516699 -0.003622691932803913 -0.029821482173503278 0.016283955980821951
leaf_weight=0.0012185326247944783 0.0010581552112685338 0.0013858266815638229 0.0017212995266159591 0.0012656266749863801 0.0012147054446432365 0.0010229341002367079
leaf_count=713 740 289 432 896 582 258
internal_value=0 -0.00221052 0.000130613 -0.00512411 -0.0164532 0.00626633
internal_weight=0 0.00664561 0.00558746 0.00386616 0.00248033 0.00224147
internal_count=3910 2939 2199 1767 1478 971
is_linear=0
shrinkage=0.1


Tree=8430
num_leaves=8
num_cat=0
split_feature=11 2 150 0 16 4 3
split_gain=2.57851e-05 2.40392e-05 3.25783e-05 7.67114e-05 3.60093e-05 2.63758e-05 5.40967e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.15100500000000003 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00015478156359356818 -0.00029733840293383405 -0.00031975221774378825 0.0004091860993328034 0.00048767973547821655 1.0399028197301236e-05 -0.00047745414558599263 0.00010654686483007029
leaf_weight=0.0011184672111365186 0.0010488017621345181 0.0014878912418201462 0.0011271161531640813 0.0011977578975260672 0.0012337859094515144 0.0013241883609380676 0.0011303984731947559
leaf_count=831 304 246 239 789 324 1005 172
internal_value=0 2.82746e-05 0.000115405 3.09218e-05 0.000245503 -9.47875e-05 -0.000208507
internal_weight=0 0.00861961 0.00504655 0.00391944 0.00243154 0.00357305 0.00245459
internal_count=3910 3606 1598 1359 1113 2008 1177
is_linear=0
shrinkage=0.00196078


Tree=8431
num_leaves=6
num_cat=0
split_feature=0 43 15 4 1
split_gain=1.2296e-05 2.45511e-05 2.85234e-05 5.6624e-05 4.30512e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.10498500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011298660788076412 0.0076724109931989018 0.024164639771143664 -0.011991866338104194 -0.017465630795146622 0.0077544596364155123
leaf_weight=0.0019940645211044723 0.0016656905918732692 0.0011797286912198423 0.0011721675399002755 0.0010939059416534848 0.0017753178915416346
leaf_count=1214 394 353 1139 453 357
internal_value=0 -0.00185971 0.00174524 0.00572212 -0.00186083
internal_weight=0 0.00721518 0.00522112 0.00404895 0.00286922
internal_count=3910 3516 2302 1163 810
is_linear=0
shrinkage=0.1


Tree=8432
num_leaves=8
num_cat=0
split_feature=14 13 48 15 15 15 43
split_gain=4.66389e-05 4.02229e-05 3.19939e-05 3.83124e-05 3.00942e-05 3.80656e-05 6.72926e-05
threshold=-1.0000000180025095e-35 -0.26418499999999995 0.10911000000000001 -0.10071499999999999 -0.064869999999999983 0.079360000000000014 -0.076179999999999984
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00040651410788333108 0.00039517447256134464 0.00038326568359639632 -0.00033170123935227753 -0.00031704925748521974 -0.00014621275268381038 -0.00019239602158413024 0.00043815113953119976
leaf_weight=0.0010077842852146386 0.0010698252149969585 0.0010496097905972352 0.0010328487449136952 0.0010924584292861606 0.0013811941729714847 0.0016889219443459481 0.0016781765170208534
leaf_count=196 161 406 178 672 452 1399 446
internal_value=0 3.83065e-05 -9.87933e-06 3.8361e-05 -2.36199e-05 4.38905e-05 0.000174332
internal_weight=0 0.00899303 0.00792321 0.00689036 0.00584075 0.00474829 0.00305937
internal_count=3910 3714 3553 3375 2969 2297 898
is_linear=0
shrinkage=0.00196078


Tree=8433
num_leaves=7
num_cat=0
split_feature=52 13 47 150 4 42
split_gain=1.11738e-05 2.53784e-05 2.42952e-05 3.83358e-05 3.24588e-05 1.82787e-05
threshold=0.11401500000000002 -0.23438999999999996 0.09252500000000001 0.086420000000000011 -0.0031049999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.016129206078670456 -0.009245319561702171 0.0061426871184487412 -0.012777791397729377 -0.014780487549790717 0.017086035850591135 -0.011053632800859988
leaf_weight=0.0010042948428266507 0.0011546235832885074 0.0015518383480534973 0.0013733978816255843 0.0010719359478710043 0.0017017555629319859 0.0010273182400442537
leaf_count=169 647 947 314 325 669 839
internal_value=0 0.00130119 -0.000912784 0.00213146 0.00636619 -0.000706875
internal_weight=0 0.00773054 0.00672625 0.00535285 0.00428091 0.00257916
internal_count=3910 3263 3094 2780 2455 1786
is_linear=0
shrinkage=0.1


Tree=8434
num_leaves=7
num_cat=0
split_feature=11 160 4 1 0 52
split_gain=5.18283e-05 2.81103e-05 4.12791e-05 7.61488e-05 7.24422e-05 3.90693e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 -0.077679999999999985 0.094485000000000013 -0.16443499999999997 0.084240000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00017121330118989196 -0.00042969536382150039 0.00059610047663522718 -0.00031291553616186781 -0.00019490403885095625 0.00045500748859052698 8.0846924131104762e-05
leaf_weight=0.0018873359044983403 0.0010022204638296993 0.0010355581471418239 0.0018716446234592976 0.0010870784238442585 0.0016760125064569432 0.001247218652220893
leaf_count=1157 279 401 954 121 520 478
internal_value=0 4.08921e-05 9.87618e-05 -7.53968e-06 0.000199314 0.000314586
internal_weight=0 0.00880485 0.00691751 0.00463474 0.00276309 0.00228278
internal_count=3910 3631 2474 1595 641 879
is_linear=0
shrinkage=0.00196078


Tree=8435
num_leaves=9
num_cat=0
split_feature=11 43 2 52 16 0 15 13
split_gain=4.75143e-05 2.22206e-05 5.60114e-05 3.01194e-05 4.24755e-05 6.50902e-05 4.3451e-05 1.98294e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 -0.11219499999999999 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 6 -5 -1
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=0.00017644413239872425 -0.00040785232766689573 -0.0002791323678092148 0.00054105166223439283 7.9713001946235686e-07 0.00038396218556027793 0.00030083390787376426 -0.00055780971286520809 -0.00020597245943795322
leaf_weight=0.0010430805251393064 0.0010245586636408515 0.001445226574414149 0.0010475737974284948 0.0011144291478021675 0.0010852288678813104 0.0012125618390265735 0.0010303140321231451 0.0010421603970645181
leaf_count=819 279 329 556 172 209 1022 171 353
internal_value=0 3.77367e-05 0.00017115 -3.3251e-05 4.67381e-05 -6.22675e-05 -0.000267552 -1.46798e-05
internal_weight=0 0.00902058 0.00313281 0.00588776 0.00444253 0.00335731 0.00214474 0.00208524
internal_count=3910 3631 1728 1903 1574 1365 343 1172
is_linear=0
shrinkage=0.00196078


Tree=8436
num_leaves=7
num_cat=0
split_feature=11 2 1 0 2 16
split_gain=2.18655e-05 2.38235e-05 3.31367e-05 3.03754e-05 5.76259e-05 4.16551e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.13506999999999997 0.11230000000000001 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.00027342999988442081 -0.00027390940197237056 0.00028158153185752453 0.00010564911431473943 0.00048047254821220839 -0.00034549249995050496 5.2962037892798028e-07
leaf_weight=0.0019151580886309636 0.0010580618338734788 0.0010433023101931995 0.00165070625344108 0.0014390766560616851 0.0012249670236614664 0.0013451387190345108
leaf_count=1553 304 171 455 929 161 337
internal_value=0 2.47659e-05 -9.79471e-05 0.000111372 -5.70665e-05 0.000248598
internal_weight=0 0.00861835 0.00356586 0.00505248 0.00226827 0.00278422
internal_count=3910 3606 2008 1598 332 1266
is_linear=0
shrinkage=0.00196078


Tree=8437
num_leaves=7
num_cat=0
split_feature=15 43 43 4 12 1
split_gain=1.09419e-05 2.0331e-05 2.87112e-05 2.98752e-05 3.8975e-05 2.70313e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.079374999999999987 -0.23071499999999998 0.086765000000000023 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.007417901633076463 0.012906879818175378 -0.016319950370819028 -0.012242417522134756 -0.0091804089456822731 0.021303764381736312 0.011214799487089314
leaf_weight=0.0016545191622276169 0.0013033672885364106 0.0010020192051696944 0.0011069291392509922 0.001507064919691023 0.001205367114934549 0.0011424832987692332
leaf_count=614 233 909 248 524 1185 197
internal_value=0 0.00159264 -0.000880015 0.002238 0.00639602 -0.00038601
internal_weight=0 0.00726723 0.00596386 0.00496184 0.00385492 0.00264955
internal_count=3910 3296 3063 2154 1906 721
is_linear=0
shrinkage=0.1


Tree=8438
num_leaves=6
num_cat=0
split_feature=0 43 15 15 47
split_gain=1.15864e-05 2.73124e-05 2.86876e-05 5.82915e-05 4.8285e-05
threshold=-0.017269999999999997 -0.079374999999999987 1.0000000180025095e-35 -0.064869999999999983 0.087235000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012605690701316733 0.0068354116429405034 0.0091039177375901916 -0.01201853033590615 0.026263505062552397 -0.016758930785309139
leaf_weight=0.0017911091858741068 0.0019089353104702915 0.0017909979976640858 0.0011777873624038322 0.001028838572613731 0.0012092766339626515
leaf_count=1184 446 588 1132 303 257
internal_value=0 -0.00195393 0.00171014 0.0057233 -0.00132024
internal_weight=0 0.00699801 0.0052069 0.00402911 0.00300027
internal_count=3910 3464 2280 1148 845
is_linear=0
shrinkage=0.1


Tree=8439
num_leaves=8
num_cat=0
split_feature=11 4 13 1 2 0 15
split_gain=4.51088e-05 3.03098e-05 4.72731e-05 4.28499e-05 4.79805e-05 8.80978e-05 3.69433e-05
threshold=0.077330000000000024 -0.083329999999999987 -0.0030249999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 -0.053579999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.00049646902728463173 -0.00039587941784250931 -0.00035275938520773026 -3.0829817912103774e-05 8.0293568543147076e-05 -4.5543055260685277e-05 0.00064629804472313287 -0.00044431488177722683
leaf_weight=0.001240482032921048 0.0010101952238771627 0.001278811236000643 0.0013818232987507792 0.0010292244649369442 0.001963238672789188 0.0011064551041980349 0.0010351486338850936
leaf_count=368 279 1549 323 350 202 384 455
internal_value=0 4.10111e-05 0.000218609 -3.16109e-05 4.83819e-05 0.000203827 -0.000182763
internal_weight=0 0.00903518 0.00262231 0.00641288 0.00513407 0.00306969 0.00206437
internal_count=3910 3631 691 2940 1391 586 805
is_linear=0
shrinkage=0.00196078


Tree=8440
num_leaves=6
num_cat=0
split_feature=160 4 4 3 3
split_gain=1.06335e-05 2.26191e-05 3.34114e-05 2.65118e-05 9.29468e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 -0.048154999999999996 0.076695000000000013
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0066001547968479977 -0.0018780201777062423 0.012572363933000048 -0.017360251220127427 0.016778761542770252 -0.0044315487047117399
leaf_weight=0.0019454922822855119 0.001989160904419294 0.0015145935266421464 0.0010731478604943225 0.0012342851580019023 0.0011540447384879911
leaf_count=1218 1505 396 428 270 93
internal_value=0 0.00176186 -0.0012421 0.00526582 -0.0106611
internal_weight=0 0.00696523 0.00545064 0.00322345 0.00222719
internal_count=3910 2692 2296 1775 521
is_linear=0
shrinkage=0.1


Tree=8441
num_leaves=7
num_cat=0
split_feature=50 160 42 49 1 2
split_gain=1.02361e-05 2.23112e-05 2.53072e-05 3.54954e-05 4.29413e-05 4.17182e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.011959280209285959 -0.0095808298801254525 -0.015580559416286719 0.014550779598029593 -0.011575660870514089 -0.021091025440259811 0.013171565843716426
leaf_weight=0.0015378428631450565 0.0010016104928878842 0.0010584721534041075 0.0014724597093993411 0.0011779865376650403 0.0010373667378855639 0.0016152497893316413
leaf_count=804 715 766 312 565 282 466
internal_value=0 0.00115017 -0.00146284 0.00135501 -0.00371736 0.00273496
internal_weight=0 0.00789938 0.00636153 0.00530306 0.0038306 0.00279324
internal_count=3910 3195 2391 1625 1313 1031
is_linear=0
shrinkage=0.1


Tree=8442
num_leaves=7
num_cat=0
split_feature=160 4 4 12 52 4
split_gain=1.12174e-05 1.91916e-05 2.66193e-05 2.76823e-05 1.83791e-05 8.14471e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 0.092365000000000017 0.071660000000000015 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.0067722475759648265 0.0020941192665353118 0.011799707016456325 -0.015580952041025529 -0.008246191758910516 0.020608915840275011 -0.0034490757817639741
leaf_weight=0.0019411441417484868 0.0010640344406074645 0.0015099612994310474 0.0010832219264058239 0.0010736983733519185 0.0010806915020196231 0.0011313244325562501
leaf_count=1218 666 396 270 604 505 251
internal_value=0 0.00182684 -0.000944875 0.00486144 0.0114234 -0.00938325
internal_weight=0 0.00694293 0.00543297 0.00321842 0.00214473 0.00221455
internal_count=3910 2692 2296 1775 1171 521
is_linear=0
shrinkage=0.1


Tree=8443
num_leaves=7
num_cat=0
split_feature=11 43 15 13 3 52
split_gain=1.89054e-05 2.61301e-05 4.98157e-05 3.17989e-05 3.14636e-05 7.15535e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 -0.053579999999999996 -0.09547499999999999 0.0048550000000000008 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.00052432978497453972 -0.00025562411529570818 0.00017092447910546673 -9.2088319231303741e-06 -0.00042755136668910061 -0.00036820553991311745 0.00026490797682148138
leaf_weight=0.0010235022572706713 0.0010291359480316458 0.0016874593755594148 0.0019636265182979254 0.001126497835084405 0.0013178485869247292 0.0014321914853189181
leaf_count=803 304 336 892 1211 200 164
internal_value=0 2.56717e-05 0.000173601 -5.37469e-05 -0.000151547 -3.84868e-05
internal_weight=0 0.00855113 0.00298713 0.005564 0.00387654 0.00275004
internal_count=3910 3606 1695 1911 1575 364
is_linear=0
shrinkage=0.00196078


Tree=8444
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 15
split_gain=3.40578e-05 2.45186e-05 5.379e-05 3.19049e-05 3.74257e-05 2.92954e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00053443045716557223 -0.0003429015420304618 0.00017957010053768513 -1.6538920359337739e-05 -0.00023367724167038057 -0.00039936782328363698 0.00018408779319947755
leaf_weight=0.0010414323403043287 0.0010503893110403754 0.0017111968112126404 0.0019697682957119348 0.0011624643965908201 0.0013965063370799638 0.0014507323959757066
leaf_count=792 304 336 867 247 1030 334
internal_value=0 3.08031e-05 0.000174015 -4.45768e-05 -0.000140235 -1.75239e-06
internal_weight=0 0.0087321 0.0030112 0.0057209 0.0040097 0.0026132
internal_count=3910 3606 1659 1947 1611 581
is_linear=0
shrinkage=0.00196078


Tree=8445
num_leaves=8
num_cat=0
split_feature=11 16 47 2 16 2 1
split_gain=2.71254e-05 3.25743e-05 3.08375e-05 3.333e-05 6.69164e-05 3.50458e-05 2.50678e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.10783500000000001 0.11043500000000002 0.15100500000000003 0.089785000000000018 0.088010000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
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leaf_weight=0.0011302099308149694 0.0010269104506627344 0.0010960739337237198 0.0010367149752097266 0.0015597818667173174 0.0012035662371160881 0.0012819883219717301 0.0012515279897785539
leaf_count=371 304 1113 184 473 271 630 564
internal_value=0 3.24657e-05 7.96425e-05 2.87722e-05 -5.16571e-05 8.12007e-05 -6.11792e-05
internal_weight=0 0.00855986 0.00742965 0.00639294 0.00483316 0.00362959 0.0023476
internal_count=3910 3606 3235 3051 2578 2307 1677
is_linear=0
shrinkage=0.00196078


Tree=8446
num_leaves=7
num_cat=0
split_feature=52 160 0 13 13 2
split_gain=1.16151e-05 3.51972e-05 3.27706e-05 1.82747e-05 2.9857e-05 3.18453e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.0024700000000000004 -0.0038299999999999996 0.091525000000000009
decision_type=2 2 2 2 2 2
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leaf_value=-0.009242176218789552 -0.019088230432366439 -0.01595719600782582 0.012678819953339068 -0.010251124032072526 0.015766672661541709 0.0076732145247119105
leaf_weight=0.0010488591013112173 0.0010653110307584125 0.0010130463926442351 0.0019495899565553938 0.0011147661795396441 0.0014182118789872892 0.0013048955073723526
leaf_count=128 924 835 1062 326 216 419
internal_value=0 -0.00262915 0.00501084 0.000985429 0.00433811 -0.00265435
internal_weight=0 0.00591623 0.00299845 0.00485092 0.00373615 0.00231794
internal_count=3910 2720 1190 1796 1470 1254
is_linear=0
shrinkage=0.1


Tree=8447
num_leaves=7
num_cat=0
split_feature=1 4 12 1 1 16
split_gain=1.24408e-05 2.33929e-05 1.55911e-05 4.22541e-05 3.03028e-05 4.08045e-05
threshold=0.076710000000000014 -0.083329999999999987 -1.0000000180025095e-35 0.092010000000000022 0.10786000000000001 -0.072359999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=0.0021917604792951839 0.013381343482409221 -0.016316224856911209 0.013689147835185107 -0.020180599153906499 0.012964427357690909 -0.013221940503159274
leaf_weight=0.0016295103075926116 0.0010800085992689265 0.0011755981047181943 0.0015768351187108306 0.0010561000492811585 0.0012179673927990328 0.0011635029826783687
leaf_count=454 450 1554 559 445 211 237
internal_value=0 -0.00556479 0.00248281 0.000135466 -0.00608169 0.000170686
internal_weight=0 0.00280511 0.00609441 0.00501441 0.00343757 0.00238147
internal_count=3910 2008 1902 1452 893 448
is_linear=0
shrinkage=0.1


Tree=8448
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 15
split_gain=2.75121e-05 2.4216e-05 4.2171e-05 2.44449e-05 3.00822e-05 2.64845e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 -0.052074999999999989 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00050338776306638482 -0.00030891271070848642 0.00015458179744601801 7.5538275426488219e-06 -0.00023131534006303977 -0.00037186789728831446 0.00017545333483632173
leaf_weight=0.0010024850180185489 0.0010115237264391895 0.0016619920876312848 0.0019274276278638861 0.0011030900932525243 0.0013040622340986783 0.0013919432998221958
leaf_count=821 304 336 900 233 998 318
internal_value=0 3.33968e-05 0.000177206 -4.37579e-05 -0.000130526 -4.38494e-06
internal_weight=0 0.008391 0.00292991 0.00546109 0.0037991 0.00249503
internal_count=3910 3606 1721 1885 1549 551
is_linear=0
shrinkage=0.00196078


Tree=8449
num_leaves=6
num_cat=0
split_feature=52 160 0 16 0
split_gain=1.0884e-05 3.00264e-05 2.80564e-05 1.73058e-05 4.194e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0083471144871666691 -0.017802836635742517 -0.0081600983090058983 0.011955194877751804 -0.0087627922527581063 0.014030510216071873
leaf_weight=0.0010463874677555049 0.0010581938468098347 0.001488945910733707 0.0019475818761079693 0.0013621863201286185 0.0019900566628772921
leaf_count=128 924 263 1062 260 1273
internal_value=0 -0.00254329 0.00485957 0.000792163 0.00453336
internal_weight=0 0.00589938 0.00299397 0.00484119 0.003479
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=8450
num_leaves=7
num_cat=0
split_feature=1 4 15 51 151 2
split_gain=1.16545e-05 2.53075e-05 1.98125e-05 3.32984e-05 3.10858e-05 5.35073e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.024640000000000006 -0.09021499999999999 -0.044604999999999992 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.0026251949065576995 0.020338494099404865 -0.016792421520618293 -0.0097720421489396348 -0.014460935162640515 -0.011827101520459481 0.016315944583219884
leaf_weight=0.0016171399371893542 0.0011098986122183453 0.0011474820827273482 0.0010989068568744171 0.0010035846122571196 0.001069234834693714 0.0018349273384698872
leaf_count=440 270 1552 556 321 370 401
internal_value=0 -0.00543427 0.00238941 0.00505287 0.000711369 0.00595443
internal_weight=0 0.00276462 0.00611655 0.00501765 0.00390775 0.00290416
internal_count=3910 1992 1918 1362 1092 771
is_linear=0
shrinkage=0.1


Tree=8451
num_leaves=7
num_cat=0
split_feature=150 0 4 16 4 4
split_gain=1.01599e-05 2.35894e-05 4.34859e-05 3.28796e-05 2.70495e-05 2.05529e-05
threshold=0.082085000000000019 -0.11756999999999999 0.080255000000000007 -0.19424999999999998 -0.076854999999999993 -0.23071499999999998
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.022114649212686938 0.0070973960059795872 -0.0044397040927993099 0.019422206501173548 0.0019157711249086402 -0.014783821326204699 0.013794852794397973
leaf_weight=0.0011361271717676012 0.0016276609143046749 0.0015024889266472385 0.0011338601578454125 0.0011414112385107768 0.0012728395470862335 0.0010501927392238639
leaf_count=213 513 283 383 224 1373 921
internal_value=0 -0.00164671 0.00222231 -0.0100716 -0.00287563 0.00306213
internal_weight=0 0.00723692 0.00495938 0.00227754 0.00382552 0.00255268
internal_count=3910 3397 2960 437 2577 1204
is_linear=0
shrinkage=0.1


Tree=8452
num_leaves=7
num_cat=0
split_feature=1 0 150 16 3 3
split_gain=9.47393e-06 2.03851e-05 1.38239e-05 3.04408e-05 2.61759e-05 2.21164e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.30307999999999996 0.096385000000000012 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.01252274373355736 -0.015592257829472232 0.0046701271050160094 0.011249035274486133 -0.0025077212665293473 -0.0096593552327563278 0.016188484042646271
leaf_weight=0.0015468595119892924 0.0010248491257332398 0.0012444315774080734 0.0013165419682685652 0.0010210686332748553 0.0010323018380643972 0.0016635455664454589
leaf_count=1913 274 95 362 568 202 496
internal_value=0 -0.00485771 0.00218353 -0.000333495 0.00387374 0.00907755
internal_weight=0 0.00279129 0.00605831 0.00474177 0.00371692 0.00268461
internal_count=3910 2008 1902 1540 1266 1064
is_linear=0
shrinkage=0.1


Tree=8453
num_leaves=7
num_cat=0
split_feature=4 12 12 3 43 52
split_gain=8.89846e-06 1.67277e-05 2.09138e-05 3.09007e-05 5.73975e-05 3.9229e-05
threshold=0.27020000000000005 -0.023959999999999995 0.10129000000000001 0.10666500000000002 -0.083899999999999988 -0.066329999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.013195953013348641 0.0071669282510448892 0.017781133704985741 -0.012690755396513962 0.017540676675554173 -0.024143665509539197 -0.00010684514925710873
leaf_weight=0.0010390155932947587 0.001437174029872635 0.0011745102645059559 0.0010123308084949469 0.0011458616323691715 0.0010275443809205794 0.0020015325259091655
leaf_count=304 472 611 442 147 459 1475
internal_value=0 -0.00143191 0.000489411 0.00298363 -0.000984497 -0.00826078
internal_weight=0 0.0074008 0.00636178 0.00534945 0.00420359 0.00302908
internal_count=3910 3438 3134 2692 2545 1934
is_linear=0
shrinkage=0.1


Tree=8454
num_leaves=7
num_cat=0
split_feature=51 42 43 2 42 4
split_gain=8.24032e-06 2.79134e-05 1.93416e-05 2.03133e-05 4.63098e-05 6.82451e-05
threshold=-0.07742499999999998 -1.0000000180025095e-35 0.083940000000000015 0.113945 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=-0.0064912515050753756 -0.014080646462775785 0.0012733744894134074 -0.0084415712007427524 -0.0037937354656386495 -0.0025577362633743658 0.037016255809812278
leaf_weight=0.0016131881274886045 0.0010010292301035001 0.0010242572824841331 0.001052168566948149 0.0014101066957542801 0.0016042263658660122 0.0011164570221426024
leaf_count=667 914 265 205 377 1331 151
internal_value=0 0.00141525 0.00391425 0.00643613 0.010288 0.0199145
internal_weight=0 0.00720825 0.00620722 0.00515505 0.00374494 0.00214071
internal_count=3910 3243 2329 2124 1747 416
is_linear=0
shrinkage=0.1


Tree=8455
num_leaves=8
num_cat=0
split_feature=43 52 16 52 16 0 4
split_gain=9.05875e-06 2.78033e-05 2.83424e-05 2.42191e-05 4.46294e-05 3.4578e-05 2.10322e-05
threshold=-0.049504999999999987 -0.088779999999999984 -0.078844999999999985 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.017432343857996618 -0.013981159646489145 0.0093396628751510318 -0.014078080774163929 -0.022738209943193834 0.019080466746078068 0.0090067637889806648 -0.0024751417608676047
leaf_weight=0.001063451740936978 0.0013711299187592219 0.0010252242353211076 0.0010422283240763145 0.0010060533224590378 0.0010611674495162424 0.0011904948332306579 0.0010435967641021424
leaf_count=479 427 572 773 189 228 1050 192
internal_value=0 0.00429305 -0.00246551 -0.00240792 0.00128128 -0.00454807 -0.0124211
internal_weight=0 0.0031309 0.00206745 0.00567244 0.00430131 0.00324014 0.00204965
internal_count=3910 1824 1345 2086 1659 1431 381
is_linear=0
shrinkage=0.1


Tree=8456
num_leaves=7
num_cat=0
split_feature=4 1 42 43 48 12
split_gain=2.47113e-05 5.09235e-05 1.97561e-05 5.09509e-05 4.24853e-05 4.2762e-05
threshold=0.25367000000000006 0.11235500000000002 0.084685000000000024 -1.0000000180025095e-35 0.086215000000000014 0.083325000000000024
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00040131063845685915 -0.00012518129675602582 0.00049353024289759478 0.00012266686431347101 0.00034403425970562317 -0.00029469927332021519 -0.00015654669507205176
leaf_weight=0.0016462020818059989 0.0010047436686518507 0.0010417146922594607 0.0018422366296796042 0.0016486098219589463 0.0012232903296521065 0.0010898106011977219
leaf_count=1115 197 337 1454 257 210 340
internal_value=0 0.000189763 -5.35006e-05 -0.000111373 9.10446e-06 0.000144818
internal_weight=0 0.00204646 0.00745015 0.00560791 0.00396171 0.00273842
internal_count=3910 534 3376 1922 807 597
is_linear=0
shrinkage=0.00196078


Tree=8457
num_leaves=7
num_cat=0
split_feature=52 160 0 12 52 1
split_gain=7.92078e-06 2.66033e-05 2.48668e-05 1.66355e-05 5.03338e-05 4.6643e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.086935000000000012 0.048490000000000012 0.08844500000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5
right_child=1 3 -4 5 -6 -7
leaf_value=-0.0083423601594135605 -0.016567893810296132 -0.0062490240262278616 0.010897647564730079 -0.020440505796709082 0.021533452349107245 0.0089724500150265962
leaf_weight=0.0010311259562544714 0.0010508008922561008 0.0014392383751974706 0.0019274250156187476 0.0010619270764592788 0.0011923477601025784 0.0010951831958962693
leaf_count=128 924 378 1062 749 345 324
internal_value=0 -0.00215907 0.00419204 0.00100271 0.00633896 -0.0055073
internal_weight=0 0.0058395 0.00295855 0.0047887 0.00263159 0.00215711
internal_count=3910 2720 1190 1796 723 1073
is_linear=0
shrinkage=0.1


Tree=8458
num_leaves=7
num_cat=0
split_feature=42 43 51 15 0 12
split_gain=8.753e-06 2.17166e-05 2.44027e-05 3.57872e-05 3.22643e-05 2.60455e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 -0.031229999999999997 -0.19631499999999999 0.086305000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.013687645344406557 -0.0078033311403481577 0.013944652605612482 -0.0034520135091750462 -0.018787994091999303 0.017382098074309477 0.0035402799742418768
leaf_weight=0.0012271278888613757 0.0012410065949830119 0.0011447464507004226 0.0012574163455335258 0.0010900416403581306 0.0018180291150944701 0.0010032460827778394
leaf_count=506 843 311 130 536 869 715
internal_value=0 0.00125974 -0.00101063 0.00199906 0.00886393 -0.00808676
internal_weight=0 0.00754061 0.00639586 0.00516873 0.00307545 0.00209329
internal_count=3910 3067 2756 2250 999 1251
is_linear=0
shrinkage=0.1


Tree=8459
num_leaves=7
num_cat=0
split_feature=11 13 39 457 43 0
split_gain=5.56683e-05 3.24251e-05 6.16192e-05 4.53882e-05 4.87145e-05 7.23731e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.074254999999999988 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00026785124961862145 -0.00044238415005841121 7.2528756789060449e-05 0.00040543889381659012 0.00025117158829500604 -0.00011063019012179539 -0.00075699193716582209
leaf_weight=0.0019536574216370188 0.0010038241473880683 0.0017599306904510508 0.0011083341597313634 0.001142519672798146 0.0018696249530185895 0.0010345588251616442
leaf_count=406 279 1059 387 201 219 1359
internal_value=0 4.47956e-05 -1.82233e-05 -9.90893e-05 -0.000184889 -0.000340884
internal_weight=0 0.00886863 0.00691497 0.00580663 0.00466411 0.00290418
internal_count=3910 3631 3225 2838 2637 1578
is_linear=0
shrinkage=0.00196078


Tree=8460
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.85906e-05 2.49456e-05 4.488e-05 8.02095e-05 7.53125e-05 3.70744e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0002344080859429292 -0.00031090215363055158 0.00044128599004651263 0.00032717228034002396 -0.00050641978954739126 0.00016885991759263839 -0.00027815798794839444
leaf_weight=0.0011640635657527614 0.0010423936411474407 0.001583898528326405 0.0019834865249114247 0.0010431559173437058 0.0012338419084425721 0.0016908487357835545
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.27356e-05 7.40047e-05 -1.64451e-05 9.69207e-05 -8.95741e-05
internal_weight=0 0.0086993 0.00753523 0.00555175 0.00450859 0.00292469
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8461
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=1.81552e-05 2.17e-05 6.84108e-05 4.55523e-05 3.30821e-05 4.68632e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.090325000000000003 0.086935000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00017320265546648462 -0.00025169223433417481 -0.00013101788428924359 0.00050373868750098365 0.00030340941393884884 -0.00042528921582439219 -0.00026753186068652135
leaf_weight=0.0019284732448677777 0.0010444854936266955 0.0013719503827219204 0.0012453138233385411 0.001173694847665851 0.0011044855005924764 0.001787103409074007
leaf_count=901 304 114 591 421 157 1422
internal_value=0 2.20481e-05 0.000171004 -4.29958e-05 -0.000127346 -3.87801e-05
internal_weight=0 0.00861102 0.00261726 0.00599376 0.00482006 0.00371558
internal_count=3910 3606 705 2901 2480 2323
is_linear=0
shrinkage=0.00196078


Tree=8462
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 12
split_gain=3.19012e-05 1.99974e-05 3.95778e-05 5.37555e-05 2.52533e-05 3.16493e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.082894999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00021041902969662785 -0.00033290121451333242 0.00036807314498293577 0.00031219134822055083 -0.00035279034243211463 0.00017590476202289433 -0.00023424249269199453
leaf_weight=0.0011199842071973982 0.0010251033267398109 0.0010031777994972927 0.0019245466474786159 0.0013573955061235146 0.0017735865055888511 0.0012215364278712409
leaf_count=371 304 771 585 316 318 1245
internal_value=0 3.3496e-05 7.10196e-05 -1.56444e-05 9.88143e-05 8.62955e-06
internal_weight=0 0.00840023 0.00728024 0.0053557 0.0039983 0.00299512
internal_count=3910 3606 3235 2650 2334 1563
is_linear=0
shrinkage=0.00196078


Tree=8463
num_leaves=7
num_cat=0
split_feature=11 39 13 16 4 52
split_gain=2.59379e-05 2.09e-05 5.8986e-05 3.97319e-05 3.37857e-05 1.77599e-05
threshold=1.0000000180025095e-35 0.005105000000000001 -0.094679999999999986 -0.19424999999999998 -0.032604999999999995 -0.07984999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
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leaf_weight=0.0015556906856826914 0.0010274967423834483 0.0013100496190439175 0.0013211543422307391 0.0017099254375058191 0.0010325247572631889 0.0015133497755749571
leaf_count=331 304 445 230 1463 382 755
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internal_weight=0 0.00844269 0.00713264 0.00557695 0.0042558 0.00254587
internal_count=3910 3606 3161 2830 2600 1137
is_linear=0
shrinkage=0.00196078


Tree=8464
num_leaves=8
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split_feature=11 43 2 13 3 52 3
split_gain=3.46774e-05 2.66722e-05 5.66902e-05 3.7987e-05 3.70043e-05 7.00346e-05 1.68083e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 -0.09547499999999999 0.0048550000000000008 -0.010284999999999997 -0.081584999999999977
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.00017209553528276084 -0.00034002300995971042 0.00019985470817594219 0.00055577502114137229 -0.00044298251621013076 -0.00034998515863274797 0.00026936133894927639 -0.00018556270014898367
leaf_weight=0.0010010771577339921 0.0010629321081772761 0.0017127317626069102 0.0010357434736601983 0.0011666448788161506 0.0013485920276989304 0.0014639295129181616 0.0010198208188187848
leaf_count=698 304 336 553 1189 197 163 470
internal_value=0 3.5036e-05 0.000182776 -4.43028e-05 -0.000149394 -2.76127e-05 -8.39221e-06
internal_weight=0 0.00874854 0.00305664 0.0056919 0.00397917 0.00281252 0.0020209
internal_count=3910 3606 1721 1885 1549 360 1168
is_linear=0
shrinkage=0.00196078


Tree=8465
num_leaves=7
num_cat=0
split_feature=50 160 42 15 42 0
split_gain=9.64165e-06 2.4535e-05 2.67415e-05 3.37964e-05 4.41246e-05 6.09681e-05
threshold=0.082310000000000008 -0.081669999999999979 -1.0000000180025095e-35 0.041585000000000004 0.083970000000000017 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0151245787995367 -0.0090248570431380373 -0.015532279188342622 -0.0084112880697472543 0.017576997173444874 -0.016697330499487916 0.019528438211512584
leaf_weight=0.0010844538014114606 0.0010534498017655434 0.001076055535421741 0.0016868822077808474 0.001079993372504179 0.0014238236468187573 0.0014543801037586249
leaf_count=552 747 794 192 557 621 447
internal_value=0 0.00116714 -0.00108489 0.00166905 -0.0020944 0.00452459
internal_weight=0 0.00780559 0.00672113 0.00564508 0.00456509 0.00314126
internal_count=3910 3163 2611 1817 1260 639
is_linear=0
shrinkage=0.1


Tree=8466
num_leaves=7
num_cat=0
split_feature=11 43 2 457 13 3
split_gain=3.61475e-05 4.53706e-05 6.19264e-05 2.71774e-05 4.95032e-05 3.05712e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 0.041935000000000007 -0.09547499999999999 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=3.3119017262292174e-05 -0.00034586286965628286 0.00015453129872276927 0.00062306568457417286 0.00022838739538425567 -9.4891741574999308e-05 -0.00048952490660582684
leaf_weight=0.0019946918841298776 0.001033480272337693 0.001597279737254328 0.0010411501333635921 0.001019212022276051 0.0016863996136571979 0.0013660872521172786
leaf_count=1168 304 300 553 162 1240 183
internal_value=0 4.20012e-05 0.000235443 -6.15903e-05 -0.000125152 -0.000271503
internal_weight=0 0.00870482 0.00303584 0.00566898 0.00464977 0.00305249
internal_count=3910 3606 1721 1885 1723 1423
is_linear=0
shrinkage=0.00196078


Tree=8467
num_leaves=7
num_cat=0
split_feature=11 2 150 0 52 1
split_gain=2.69374e-05 1.8847e-05 3.61309e-05 5.24204e-05 4.06709e-05 3.57455e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.048695000000000009 0.090355000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0003890747564492105 -0.00039194357749379455 -0.00036166987979957505 0.00033268140638742153 0.00037648161709211148 -0.0001407927799624638 1.0073770638191163e-05
leaf_weight=0.0015382280593499555 0.0010258141155378665 0.0014474172192988077 0.0011186603049253775 0.0011478316311394452 0.0011904989234778627 0.0019639379033105113
leaf_count=1336 304 246 239 623 490 672
internal_value=0 -5.53742e-05 2.30801e-05 -6.84048e-05 0.000113125 -0.000165241
internal_weight=0 0.00840657 0.00490441 0.00378575 0.00233833 0.00350217
internal_count=3910 3606 1598 1359 1113 2008
is_linear=0
shrinkage=0.00196078


Tree=8468
num_leaves=8
num_cat=0
split_feature=11 43 47 16 16 2 4
split_gain=2.42017e-05 1.73888e-05 3.25238e-05 5.64839e-05 5.66345e-05 2.62036e-05 5.83176e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.10436500000000001 0.15100500000000003 -0.008069999999999999 0.10393500000000001 -0.0037349999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00024146620166395316 -0.00028902282286584632 -0.00031651951917534114 0.00031125462088929615 -0.00043833560648010012 0.00042225238136966027 -0.00031851304605870999 0.00028223817963505225
leaf_weight=0.0012643648490157505 0.001029344434604112 0.0010794602536116902 0.0010479885803359023 0.0012291807346379328 0.0011056773117868015 0.0012216229730215179 0.0014867888066287557
leaf_count=231 304 1249 251 383 586 392 514
internal_value=0 2.94519e-05 -7.93115e-06 -6.25641e-05 3.18236e-05 -8.21423e-05 3.03783e-05
internal_weight=0 0.00843508 0.00717072 0.00612273 0.00489355 0.00378787 0.00256625
internal_count=3910 3606 3375 3124 2741 2155 1763
is_linear=0
shrinkage=0.00196078


Tree=8469
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 2
split_gain=9.94635e-06 1.98957e-05 1.63891e-05 4.18634e-05 5.31918e-05 2.92628e-05
threshold=0.076710000000000014 -0.070894999999999986 -1.0000000180025095e-35 0.09252500000000001 -0.0040999999999999986 0.096750000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.015710130671176201 0.013306541024135194 0.0016291057725858684 -0.011007015681181544 -0.015982527894735511 0.02552287805159123 0.0034483598387655724
leaf_weight=0.0010778125149296333 0.0010816561101712405 0.0017143171520046575 0.0013285870142490941 0.0012662515727347909 0.0011422264124507312 0.0012662723290777652
leaf_count=1642 450 366 785 263 201 203
internal_value=0 -0.00506415 0.00214477 -0.000268263 0.00505626 0.0139172
internal_weight=0 0.00279213 0.00608499 0.00500334 0.00373709 0.0024085
internal_count=3910 2008 1902 1452 1189 404
is_linear=0
shrinkage=0.1


Tree=8470
num_leaves=7
num_cat=0
split_feature=11 2 0 2 16 1
split_gain=3.26909e-05 2.65336e-05 3.47193e-05 6.52724e-05 4.73456e-05 2.9826e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.13506999999999997 0.11230000000000001 0.15100500000000003 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.0002641892790396459 -0.00033790974913739909 0.00030056988812952656 0.00051962083223374366 -0.00036956144155476109 7.0752543887810084e-06 9.6658203513419247e-05
leaf_weight=0.0019152377068872321 0.0010314345317606966 0.0010446783709006759 0.0014230797355821909 0.0012015424584810898 0.0013504435163262216 0.0016302913852569278
leaf_count=1553 304 171 929 161 337 455
internal_value=0 3.15889e-05 0.000123307 -5.7895e-05 0.00027006 -9.82658e-05
internal_weight=0 0.00856527 0.00501974 0.00224622 0.00277352 0.00354553
internal_count=3910 3606 1598 332 1266 2008
is_linear=0
shrinkage=0.00196078


Tree=8471
num_leaves=6
num_cat=0
split_feature=43 3 4 13 0
split_gain=9.332e-06 2.74661e-05 2.45154e-05 2.41187e-05 4.71426e-05
threshold=-0.049504999999999987 -0.075954999999999981 -0.23071499999999998 -0.0041499999999999983 -0.14867499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0031684656426920659 -0.015946346569039462 0.015975738543216447 -0.0095449394711339328 -0.0032567094870219592 0.022732277874980399
leaf_weight=0.0019345467542931554 0.0010993235645460593 0.0012233036706731674 0.001540309351658129 0.0020064313367016652 0.001070279457831628
leaf_count=1259 234 565 1288 221 343
internal_value=0 0.00424771 -0.00252554 0.000669992 0.00578395
internal_weight=0 0.00315785 0.00571634 0.00461702 0.00307671
internal_count=3910 1824 2086 1852 564
is_linear=0
shrinkage=0.1


Tree=8472
num_leaves=7
num_cat=0
split_feature=52 13 3 1 3 42
split_gain=9.48891e-06 2.45798e-05 2.68232e-05 4.25732e-05 3.36846e-05 4.19696e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.016619999999999996 0.10915500000000002 -0.078884999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.01575557851111286 -0.0085891396612832009 0.0096060041559428364 0.00061255656423944802 -0.024799545011756068 0.01935806878488357 -0.015387990334312849
leaf_weight=0.0010035238762225607 0.0011471445159594975 0.0015182677061726716 0.0018852865470611038 0.0010137528094699686 0.0010885314637752506 0.001205092987807491
leaf_count=169 647 1067 399 198 576 854
internal_value=0 0.00115857 -0.00102421 -0.00827369 0.00448921 -0.00145389
internal_weight=0 0.00771446 0.00671093 0.00289904 0.00381189 0.00272336
internal_count=3910 3263 3094 597 2497 1921
is_linear=0
shrinkage=0.1


Tree=8473
num_leaves=7
num_cat=0
split_feature=12 2 4 52 49 16
split_gain=1.02929e-05 1.96171e-05 5.10917e-05 4.06912e-05 5.0766e-05 6.48347e-05
threshold=0.10371500000000002 0.086650000000000019 -0.0010999999999999996 0.091210000000000013 -0.047894999999999993 -0.110495
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.00701287380597552 -0.009326562301786091 0.017378816286321413 -0.019853589268407183 0.020138754318139079 0.0087380237864286715 -0.023375235886261725
leaf_weight=0.0015265345860311546 0.0010623709079610804 0.0011086074418844689 0.0013198023559863811 0.0013031957220076178 0.0011854336398243589 0.0013386388785114043
leaf_count=1136 441 266 366 514 273 914
internal_value=0 0.00116689 -0.00544469 0.00497954 -0.000458716 -0.00829321
internal_weight=0 0.00778221 0.00284634 0.00493588 0.00363268 0.00252407
internal_count=3910 3469 1502 1967 1453 1187
is_linear=0
shrinkage=0.1


Tree=8474
num_leaves=8
num_cat=0
split_feature=11 48 0 2 43 12 13
split_gain=2.5159e-05 2.71725e-05 7.7433e-05 4.44434e-05 3.58169e-05 4.37832e-05 3.59379e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.074254999999999988 0.086935000000000012 -0.003375
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00032175231395653679 -0.0002929011219191642 -0.00012339102967807641 0.0005514012444145514 0.00030192596952568357 -7.384629101590633e-05 -0.00059119598651964276 -0.00018147330003723773
leaf_weight=0.0010534107005566204 0.0010273873530089435 0.0013717490403546348 0.0012491859429253687 0.0011680802072687518 0.0015894464428473521 0.0010407305294197504 0.001131865717746153
leaf_count=730 304 114 591 421 575 874 301
internal_value=0 3.17391e-05 0.000198227 -4.11868e-05 -0.000124415 -0.000278556 6.11062e-05
internal_weight=0 0.00860447 0.00262093 0.00598353 0.00481545 0.00263018 0.00218528
internal_count=3910 3606 705 2901 2480 1449 1031
is_linear=0
shrinkage=0.00196078


Tree=8475
num_leaves=7
num_cat=0
split_feature=52 160 4 2 16 3
split_gain=1.04603e-05 2.46056e-05 2.0718e-05 1.93064e-05 9.13781e-05 7.69579e-06
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 0.11005500000000001 -0.15168999999999996 -0.078669999999999976
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0044164311944202691 -0.016327437145064367 0.016413372426393819 0.012369268928067528 0.010241378487267304 -0.010886222086694382 -0.023235810128519965
leaf_weight=0.0013459641312885389 0.0010595135263616693 0.0013606011840433525 0.001620701447020997 0.0014311631629498906 0.0010001284047281764 0.0010184413245079916
leaf_count=807 924 265 383 315 874 342
internal_value=0 -0.00253191 0.00475366 0.000506661 -0.00361623 -0.017117
internal_weight=0 0.00586985 0.00296667 0.00481033 0.00337917 0.00201857
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=8476
num_leaves=7
num_cat=0
split_feature=11 43 15 13 3 52
split_gain=2.90178e-05 2.08718e-05 4.77356e-05 3.03569e-05 4.29468e-05 6.53882e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 -0.053579999999999996 -0.09547499999999999 0.0048550000000000008 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.00051348668200569807 -0.0003157140243355836 0.00018287550618992007 -1.2921354377168989e-05 -0.00045384097778053065 -0.0003177586617094513 0.00028983003591597916
leaf_weight=0.0010047479977627202 0.0010272864069463218 0.0016734011744922671 0.0019432339566491095 0.0011348747686655346 0.0013020781865138503 0.0014276516499920466
leaf_count=803 304 336 892 1211 200 164
internal_value=0 3.32096e-05 0.000166492 -3.7739e-05 -0.000133267 1.08828e-08
internal_weight=0 0.00848599 0.00294798 0.00553801 0.0038646 0.00272973
internal_count=3910 3606 1695 1911 1575 364
is_linear=0
shrinkage=0.00196078


Tree=8477
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 2
split_gain=2.90337e-05 2.65727e-05 4.01261e-05 8.4705e-05 5.47721e-05 6.82595e-05 1.69716e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00024369132077409989 -0.00031361194851676745 0.00018641435793277501 0.00031584184948127409 -0.00052334067735405724 -0.00028908139268700428 0.00059089288443041886 -0.00016286363113084961
leaf_weight=0.0011498208115036414 0.0010380029627025068 0.0010849910622633392 0.001977309620194192 0.0010079762392590109 0.0010315960347950549 0.0012503203832223636 0.0010548716085566083
leaf_count=371 304 529 585 462 237 836 586
internal_value=0 3.36394e-05 7.66903e-05 -1.03996e-05 0.000106529 0.000226909 1.42335e-05
internal_weight=0 0.00855689 0.00740706 0.00542976 0.00442178 0.00339018 0.00213986
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=8478
num_leaves=7
num_cat=0
split_feature=11 3 47 13 52 52
split_gain=2.89057e-05 2.36758e-05 3.55188e-05 2.49116e-05 8.87924e-05 4.09695e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 -0.0043499999999999988 -0.010284999999999997 0.0074400000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00029809187007855462 -0.00031452280354853524 0.00011917220783616493 -0.00026502476135877761 -0.00017556222981420462 0.00045910610943806417 -0.00039383006735513852
leaf_weight=0.0011084895167108007 0.0010463645011723121 0.0014868345233181703 0.0016303525312351286 0.001554066862193493 0.0018640644431284336 0.0010017957789676059
leaf_count=222 304 1263 371 348 462 940
internal_value=0 3.0532e-05 -8.8182e-06 6.18986e-05 0.000170552 -8.73364e-05
internal_weight=0 0.0086456 0.00753711 0.00590676 0.00341813 0.00248863
internal_count=3910 3606 3384 3013 810 2203
is_linear=0
shrinkage=0.00196078


Tree=8479
num_leaves=7
num_cat=0
split_feature=11 1 13 0 49 0
split_gain=3.70463e-05 2.32305e-05 5.76542e-05 8.86268e-05 4.39045e-05 2.99595e-05
threshold=0.077330000000000024 1.0000000180025095e-35 -0.0024749999999999993 -0.099864999999999995 -0.010424999999999999 0.047345000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00027950817076022034 -0.00036325310839387109 0.00038652718392555275 -0.00013958924235430624 -0.00052713740236679462 0.00034838193665242677 0.00011402229204860997
leaf_weight=0.0016775647749435506 0.0010005167422143376 0.0019088840289754414 0.0012153248415447421 0.0010171593341197294 0.0017011834901221878 0.0013361819159603931
leaf_count=1896 279 1020 125 357 146 87
internal_value=0 3.47921e-05 0.000106917 -2.87689e-05 0.000145042 -0.000105032
internal_weight=0 0.0088563 0.00584255 0.00393367 0.00291651 0.00301375
internal_count=3910 3631 1648 628 271 1983
is_linear=0
shrinkage=0.00196078


Tree=8480
num_leaves=7
num_cat=0
split_feature=1 16 15 15 16 0
split_gain=9.47921e-06 2.72133e-05 2.11787e-05 3.36497e-05 3.00429e-05 3.34259e-05
threshold=1.0000000180025095e-35 0.0015250000000000001 0.024640000000000006 -0.019749999999999993 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.016345287607971548 -0.0055925915374753317 0.0037113187373554717 -0.010447075799552792 0.021148995860384615 -0.011590382019003038 0.01685127341493689
leaf_weight=0.0011916870706440558 0.0011996648899076771 0.0015648102699546984 0.0011025862048955172 0.0010123215163605238 0.0013228853252948182 0.0014849393248711541
leaf_count=1519 131 473 556 329 409 493
internal_value=0 -0.00495954 0.00210243 0.00485889 0.000743891 0.00682182
internal_weight=0 0.0027565 0.0061224 0.00501981 0.00400749 0.0026846
internal_count=3910 1992 1918 1362 1033 624
is_linear=0
shrinkage=0.1


Tree=8481
num_leaves=7
num_cat=0
split_feature=11 0 47 42 15 48
split_gain=2.78823e-05 2.37023e-05 3.74185e-05 4.16749e-05 0.000109703 2.84924e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 0.087850000000000025 0.083725000000000008 0.024640000000000006 0.084500000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.0013981194817935892 0.001034741287275002 0.0018078826767304089 0.0019096437488523403 0.0012939894775453077 0.0010563626532168495 0.0011453693237139032
leaf_count=524 304 324 428 1409 681 240
internal_value=0 2.92023e-05 -2.3826e-05 6.70101e-05 -4.14739e-05 0.000179118
internal_weight=0 0.00861137 0.00680348 0.00489384 0.00359985 0.00254349
internal_count=3910 3606 3282 2854 1445 764
is_linear=0
shrinkage=0.00196078


Tree=8482
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=2.64529e-05 2.22784e-05 6.79164e-05 3.69796e-05 4.41395e-05 5.80747e-05 7.97494e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.074254999999999988 -0.094129999999999978
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00021414337302441336 -0.00029745742551033692 -0.00011770878966776177 0.00051109904905684669 0.00027778519597335669 0.00010631629300660958 9.3552148983646192e-06 -0.00072623164506846266
leaf_weight=0.0012155291435527659 0.0010529741260633932 0.0013873817559735824 0.0012602695843609889 0.0011770946758585168 0.0013465262116894514 0.0010030748995176128 0.0013024140252786455
leaf_count=438 304 114 591 421 792 164 1086
internal_value=0 3.16119e-05 0.000181601 -3.40857e-05 -0.000109504 -0.000217226 -0.000406192
internal_weight=0 0.00869229 0.00264765 0.00604464 0.00486754 0.00365202 0.00230549
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=8483
num_leaves=7
num_cat=0
split_feature=12 160 15 2 52 43
split_gain=9.00513e-06 2.0085e-05 2.18163e-05 4.37196e-05 3.89191e-05 9.9975e-05
threshold=0.10371500000000002 0.087825000000000014 -0.10192499999999999 0.10113500000000002 -0.087094999999999992 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.0064728992285133617 -0.0087259896483662582 -0.011635280972012989 -0.0034607198419719359 -0.0089717039359451887 -0.0054709587187209635 0.035040685867666371
leaf_weight=0.0017603595409509034 0.0010626367682821007 0.0010715576636195125 0.0011131629832455722 0.0013412284413076517 0.0010102218585045588 0.0015343952326131876
leaf_count=545 441 396 353 476 1148 551
internal_value=0 0.00108434 0.00310078 0.00647207 0.012135 0.0189574
internal_weight=0 0.00783093 0.00675937 0.00499901 0.00365778 0.00254462
internal_count=3910 3469 3073 2528 2052 1699
is_linear=0
shrinkage=0.1


Tree=8484
num_leaves=8
num_cat=0
split_feature=11 43 15 4 13 15 4
split_gain=4.88706e-05 2.86531e-05 5.26148e-05 7.03283e-05 2.84228e-05 4.83506e-05 2.42487e-05
threshold=0.077330000000000024 -0.053009999999999995 -0.053579999999999996 -0.068329999999999988 -0.09547499999999999 -1.0000000180025095e-35 0.074650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.0005497305303974663 -0.00041106640696929309 0.00016959724893715719 0.00037361957053706529 -0.00035415967712710514 0.00017449054780095343 -0.00042420988271309445 -0.00021243091550293702
leaf_weight=0.0010613877497288415 0.0010125641669475145 0.0017665855492877058 0.0010260914488667979 0.0010159346521675273 0.0016363336228628275 0.0013930935792772245 0.001005328647774468
leaf_count=803 279 348 381 518 337 1015 229
internal_value=0 4.35327e-05 0.000195605 1.15399e-05 -3.78178e-05 -0.000128633 2.72411e-05
internal_weight=0 0.00890476 0.00310341 0.00204203 0.00580134 0.00403476 0.00264166
internal_count=3910 3631 1702 899 1929 1581 566
is_linear=0
shrinkage=0.00196078


Tree=8485
num_leaves=8
num_cat=0
split_feature=11 2 150 0 52 1 1
split_gain=3.68866e-05 3.94092e-05 4.76017e-05 7.19178e-05 5.74171e-05 3.94155e-05 4.81569e-05
threshold=0.077330000000000024 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.048695000000000009 0.095575000000000007 0.081540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=3.6539968068057707e-06 -0.00035391421767067639 -0.00028492013833463696 0.00048188789668296916 0.00054263636460004448 -4.8077073617161792e-05 9.9474721254414215e-05 -0.00059247055781108877
leaf_weight=0.0010218986714222854 0.0010532160251033222 0.0015929165770580509 0.0012234204362146662 0.0012636902415475047 0.0012668171275460071 0.001739557635956606 0.0010629410595003996
leaf_count=1046 279 250 241 623 490 455 526
internal_value=0 3.35322e-05 0.000142237 4.1462e-05 0.000246915 -0.000118446 -0.000300276
internal_weight=0 0.00917124 0.00534684 0.00412342 0.00253051 0.0038244 0.00208484
internal_count=3910 3631 1604 1363 1113 2027 1572
is_linear=0
shrinkage=0.00196078


Tree=8486
num_leaves=7
num_cat=0
split_feature=50 160 42 43 2 15
split_gain=1.28142e-05 3.17812e-05 2.59772e-05 3.52405e-05 4.03588e-05 2.63037e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.089910000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.01417454197214711 -0.010746480241174737 -0.016116624212862415 0.013864385724087009 -0.02008334698793755 0.011561951814376083 -0.008372685342551275
leaf_weight=0.0015368939989649083 0.0010002408473193886 0.0010628330305892933 0.0015217857183587842 0.0011200901888102806 0.0014610674101707764 0.001210146920041548
leaf_count=804 715 766 551 465 291 318
internal_value=0 0.00126624 -0.00184526 0.0010096 -0.00415017 0.00253091
internal_weight=0 0.00791282 0.00637592 0.00531309 0.0037913 0.00267121
internal_count=3910 3195 2391 1625 1074 609
is_linear=0
shrinkage=0.1


Tree=8487
num_leaves=6
num_cat=0
split_feature=43 3 4 13 48
split_gain=9.43876e-06 2.6341e-05 1.9375e-05 2.36615e-05 4.18506e-05
threshold=-0.049504999999999987 -0.075954999999999981 -0.23071499999999998 -0.0041499999999999983 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0029253483383572176 -0.014466754226860593 0.015776736268437546 -0.0097804545925970834 0.014508327038665067 -0.0095002994366223809
leaf_weight=0.0019503586470143181 0.0010943969345201263 0.0012268120970771804 0.0015427776592634016 0.0019116452407610992 0.0011706810374652232
leaf_count=1259 234 565 1288 418 146
internal_value=0 0.00429615 -0.0025017 0.000329482 0.00538975
internal_weight=0 0.00317717 0.0057195 0.0046251 0.00308233
internal_count=3910 1824 2086 1852 564
is_linear=0
shrinkage=0.1


Tree=8488
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.4351e-05 2.30576e-05 3.88744e-05 7.03733e-05 5.988e-05 3.87651e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022271698548500079 -0.00034549142745573185 0.0004073364485340794 0.00031019754547523292 -0.0004748007342981126 0.00019497579199397277 -0.00026470183029046653
leaf_weight=0.001156698805039845 0.0010215803416713442 0.0015488055184549776 0.0019803886893314387 0.0010204739523384174 0.0012215010070821316 0.0016691518833759664
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.48253e-05 7.48638e-05 -1.04949e-05 9.62326e-05 -7.04562e-05
internal_weight=0 0.00859702 0.00744032 0.00545993 0.00443946 0.00289065
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8489
num_leaves=6
num_cat=0
split_feature=0 51 457 1 2
split_gain=1.04848e-05 2.90101e-05 3.29627e-05 3.36852e-05 4.47792e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.041935000000000007 0.11561500000000001 0.091025000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01508773087732763 0.0064995393029321355 -0.018111602524023801 0.017724035750579788 0.012180412294916475 0.0047036568939144499
leaf_weight=0.0013407171476891022 0.001908286033299956 0.001813283964487919 0.0010021228916292767 0.0011971917083931161 0.0016367575376235698
leaf_count=540 446 1569 260 318 777
internal_value=0 -0.00186367 0.0012747 -0.00227242 -0.00728766
internal_weight=0 0.00699007 0.00564936 0.00464723 0.00345004
internal_count=3910 3464 2924 2664 2346
is_linear=0
shrinkage=0.1


Tree=8490
num_leaves=7
num_cat=0
split_feature=11 43 15 13 3 52
split_gain=2.25068e-05 2.38835e-05 4.52616e-05 3.33788e-05 3.23711e-05 7.47092e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 -0.053579999999999996 -0.09547499999999999 0.0048550000000000008 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.00050836858045181957 -0.0002814942340454341 0.00018156447293546295 -3.8083766163726129e-06 -0.00043227498949701489 -0.0003729202605279414 0.00027740291193101312
leaf_weight=0.0010011125930403327 0.0010171991474068791 0.0016761038427221971 0.0019662326472491237 0.0011106552481554605 0.0013071833233893001 0.001413640860258658
leaf_count=803 304 336 892 1211 200 164
internal_value=0 2.7178e-05 0.000168988 -4.92257e-05 -0.000150186 -3.50361e-05
internal_weight=0 0.00847493 0.00296735 0.00550758 0.00383148 0.00272082
internal_count=3910 3606 1695 1911 1575 364
is_linear=0
shrinkage=0.00196078


Tree=8491
num_leaves=7
num_cat=0
split_feature=52 13 3 1 3 42
split_gain=1.01373e-05 2.52218e-05 2.5098e-05 3.49601e-05 2.98147e-05 4.36268e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.016619999999999996 0.10915500000000002 -0.078884999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.016020823952097047 -0.0088005534672460951 0.010006130236044989 6.3458107874909216e-05 -0.022957172633260133 0.018280183663263148 -0.015414808595911376
leaf_weight=0.0010042729862368652 0.0011564496957113526 0.0015263528652899553 0.0018870534188233966 0.0010142590693762409 0.0010961198494081927 0.0012105096909509623
leaf_count=169 647 1067 399 198 576 854
internal_value=0 0.0012373 -0.000967345 -0.00798424 0.00434398 -0.00123751
internal_weight=0 0.00773857 0.00673429 0.00290131 0.00383298 0.00273686
internal_count=3910 3263 3094 597 2497 1921
is_linear=0
shrinkage=0.1


Tree=8492
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 1 3
split_gain=1.8104e-05 4.94382e-05 8.4448e-05 4.23738e-05 6.50464e-05 4.18772e-05 3.98186e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 -0.072804999999999981 0.10113500000000002 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.00023595238509830355 -0.00039243145843614137 -0.00049834204943227179 -0.00021890449850175847 0.0001733921690753701 0.00029124747703788203 0.00069054979626098937 -0.00019643408411658102
leaf_weight=0.0010393380515693945 0.0012886411802788484 0.0010282812097928661 0.0012400927533855553 0.0012618087037331079 0.001009633120975858 0.0011512287039216291 0.0017758948776267379
leaf_count=563 828 860 330 445 385 233 266
internal_value=0 -3.77617e-05 2.3447e-05 0.000106779 0.000184469 0.000420121 -1.96707e-05
internal_weight=0 0.00875558 0.00746694 0.00643866 0.00519857 0.00241304 0.00278553
internal_count=3910 3347 2519 1659 1329 678 651
is_linear=0
shrinkage=0.00196078


Tree=8493
num_leaves=7
num_cat=0
split_feature=1 0 13 4 3 15
split_gain=1.01e-05 2.27315e-05 1.62422e-05 3.73746e-05 4.6855e-05 1.88551e-05
threshold=0.076710000000000014 0.047345000000000005 -0.0024749999999999993 0.0057500000000000008 0.11265500000000002 -0.064869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2
right_child=2 -3 3 4 -6 -7
leaf_value=-0.013112858472751957 -0.0008512269596026563 0.0050185715064630741 -0.014740541636998755 0.017790067269277378 -0.010056864054525489 0.017570689133085245
leaf_weight=0.0015530964149109631 0.0010385808057554874 0.0012463392507679242 0.0014020800453204089 0.0013935700353047377 0.0010667553984725353 0.0011947215724782863
leaf_count=1913 555 95 447 225 95 580
internal_value=0 -0.00504055 0.00221534 -0.0017098 0.00571611 0.00900371
internal_weight=0 0.00279944 0.00609571 0.00386241 0.00246033 0.0022333
internal_count=3910 2008 1902 767 320 1135
is_linear=0
shrinkage=0.1


Tree=8494
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=2.24827e-05 2.15993e-05 7.61329e-05 3.86132e-05 3.61142e-05 4.5848e-05 6.40551e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.074254999999999988 -0.091849999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00018449204844181411 -0.00028089332504484363 -0.00014648721628639507 0.00053240767102214653 0.00028528684262694575 7.7001440156439742e-05 -1.5504160305100909e-05 -0.00068101024366360363
leaf_weight=0.0011604683924465297 0.0010172232279442401 0.0013262421619213809 0.0012186215782544899 0.0011456375763553139 0.0013157738178580757 0.0010048285210855039 0.0012449827370400899
leaf_count=438 304 114 591 421 792 209 1041
internal_value=0 2.77251e-05 0.000178605 -3.76682e-05 -0.000115955 -0.00021374 -0.000383777
internal_weight=0 0.00841655 0.00254486 0.00587169 0.00472605 0.00356559 0.00224981
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=8495
num_leaves=8
num_cat=0
split_feature=11 2 4 51 52 2 1
split_gain=3.33972e-05 3.24792e-05 5.11814e-05 4.32132e-05 3.27281e-05 3.02762e-05 2.74991e-05
threshold=0.077330000000000024 0.089785000000000018 -0.077679999999999985 -0.0084849999999999978 -0.048794999999999991 0.10393500000000001 0.10617500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7
right_child=-2 4 3 -5 5 6 -8
leaf_value=0.00022705661407492448 -0.00034217494277181374 0.00034985639338782059 5.380509666244832e-05 -0.0004652529252214229 0.00025905336294485969 -0.00033843098317270061 0.00010510851610560695
leaf_weight=0.0012113442461812807 0.0010188233762929754 0.0017668080060059045 0.001015590691796061 0.0015698646380929192 0.0012897835912885599 0.0010958732686557153 0.0010545976777137382
leaf_count=838 279 572 382 807 518 277 237
internal_value=0 3.23778e-05 -0.000105535 -0.000261362 0.000132939 2.15369e-05 -0.000120918
internal_weight=0 0.00900386 0.0037968 0.00258546 0.00520706 0.00344025 0.00215047
internal_count=3910 3631 2027 1189 1604 1032 514
is_linear=0
shrinkage=0.00196078


Tree=8496
num_leaves=7
num_cat=0
split_feature=50 4 151 16 2 2
split_gain=1.07366e-05 3.04445e-05 2.81707e-05 4.509e-05 2.14942e-05 4.51643e-05
threshold=0.086465000000000014 0.40359500000000004 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=0.011926748199933879 -0.0098056559244371934 0.017439000332793782 -0.017975999831473057 -0.0073253416621707375 0.02291936592189547 -0.005179605973537612
leaf_weight=0.001322080398237376 0.0010047638675953442 0.0010040044241372221 0.0016848154959761626 0.0015930249983763358 0.0010619998663215784 0.0012398347808236822
leaf_count=471 715 365 434 801 672 452
internal_value=0 0.00116874 -0.00119811 -0.00430799 0.00160444 0.00778445
internal_weight=0 0.00790576 0.00690176 0.00557968 0.00389486 0.00230183
internal_count=3910 3195 2830 2359 1925 1124
is_linear=0
shrinkage=0.1


Tree=8497
num_leaves=8
num_cat=0
split_feature=1 42 151 16 15 15 4
split_gain=1.01523e-05 3.46248e-05 2.49553e-05 6.88971e-05 4.44557e-05 3.52716e-05 3.97396e-05
threshold=0.12730000000000002 0.091955000000000023 -0.0088999999999999982 -0.25582999999999995 -0.07142999999999998 0.079360000000000014 -0.23071499999999998
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.010563238161837914 0.0087030325211539753 -0.018589598698102294 0.026559310614787453 -0.018570299091026934 -0.0017440500868131004 -0.010398069580776791 0.026047192421581079
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leaf_count=563 345 732 216 603 214 959 278
internal_value=0 -0.001364 0.0012321 0.00437642 -0.00146997 0.00471335 0.0122723
internal_weight=0 0.00774269 0.00672861 0.00531245 0.00420438 0.00308784 0.00205826
internal_count=3910 3565 2833 2270 2054 1451 492
is_linear=0
shrinkage=0.1


Tree=8498
num_leaves=8
num_cat=0
split_feature=11 43 2 13 3 52 4
split_gain=3.11604e-05 2.48884e-05 4.25428e-05 3.19559e-05 4.12145e-05 6.3898e-05 3.01925e-06
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decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7 -8
leaf_value=8.8621845502786088e-05 -0.00032275172765236639 0.00018302157043128468 0.00050319119017537344 -0.0004544229700546976 -0.00032475245559174004 0.00027351240517273467 -6.3584957369743547e-05
leaf_weight=0.0010028037743322609 0.0010441561165658456 0.0016932543802636191 0.0010280513872159731 0.0011334408831511554 0.0013053180556360012 0.0014475171443578865 0.0010014407621981387
leaf_count=870 304 336 553 1189 197 163 298
internal_value=0 3.59215e-05 0.000178907 -4.17868e-05 -0.000139736 -1.01682e-05 1.25702e-05
internal_weight=0 0.00861183 0.0030323 0.00557953 0.00388628 0.00275284 0.00200424
internal_count=3910 3606 1721 1885 1549 360 1168
is_linear=0
shrinkage=0.00196078


Tree=8499
num_leaves=7
num_cat=0
split_feature=52 151 16 2 4 2
split_gain=8.87122e-06 2.69831e-05 4.60163e-05 4.10345e-05 2.56067e-05 2.17103e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.083329999999999987 0.097940000000000013
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0020829401136827478 -0.016680116419533885 0.01508269022743635 0.013182449059513527 -0.021467172707630724 -0.008497161923746303 0.015660711649051421
leaf_weight=0.0018880466049338066 0.0010686626155165966 0.0015499737675783477 0.0010709222228191596 0.0011099777554692504 0.001109008923036905 0.0010863326487666439
leaf_count=694 372 413 497 291 1147 496
internal_value=0 -0.00229867 0.000876806 -0.00581601 0.00215326 0.00439757
internal_weight=0 0.00590855 0.00483988 0.00328991 0.00217993 0.00297438
internal_count=3910 2720 2348 1935 1644 1190
is_linear=0
shrinkage=0.1


Tree=8500
num_leaves=8
num_cat=0
split_feature=403 13 3 3 1 3 2
split_gain=2.36239e-05 4.30481e-05 5.4269e-05 4.09347e-05 3.12654e-05 8.19529e-05 7.28255e-05
threshold=0.010605000000000002 0.11202500000000001 -0.077894999999999978 -0.12817999999999996 0.094485000000000013 0.090325000000000003 0.10648500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6
right_child=-2 -3 4 -5 6 -7 -8
leaf_value=-9.532979493906036e-05 0.00028200683693099321 0.00029087573758269523 -0.00050985775211535183 -0.00064866992023235846 0.00054735998673941205 0.00021325926480941215 -9.2059865716287252e-05
leaf_weight=0.0010575343024434689 0.0010044696252454162 0.0013182330907549429 0.0012271664543871881 0.0010000894543394233 0.0010930513115244612 0.0011838864220022577 0.0018335633388252982
leaf_count=291 494 225 521 1527 388 118 346
internal_value=0 -3.55552e-05 -9.37425e-05 -0.000364276 1.05457e-05 -0.000154789 0.000146755
internal_weight=0 0.00871352 0.00739529 0.00205762 0.00533767 0.00241105 0.00292661
internal_count=3910 3416 3191 1818 1373 639 734
is_linear=0
shrinkage=0.00196078


Tree=8501
num_leaves=7
num_cat=0
split_feature=1 4 47 15 16 0
split_gain=9.28508e-06 2.21876e-05 1.46365e-05 2.75392e-05 2.96533e-05 1.11483e-05
threshold=0.076710000000000014 -0.083329999999999987 0.087850000000000025 1.0000000180025095e-35 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.0026980349108138464 0.0033947952035940131 -0.015370154473853734 -0.01229084048441783 -0.0068515921633406215 0.024757943038393057 0.0025617785141201512
leaf_weight=0.0016330707346650128 0.0018149138668096497 0.0011641230703005345 0.0010038712570625157 0.0012360764703569726 0.0010120649494666715 0.0010176637047881383
leaf_count=454 579 1554 114 564 382 263
internal_value=0 -0.0048215 0.00213941 0.00559894 0.0110429 -0.00481386
internal_weight=0 0.00279719 0.00608459 0.00406306 0.00282698 0.00202153
internal_count=3910 2008 1902 1525 961 377
is_linear=0
shrinkage=0.1


Tree=8502
num_leaves=6
num_cat=0
split_feature=1 42 133 49 16
split_gain=9.03658e-06 2.62596e-05 2.5912e-05 3.28197e-05 2.10954e-05
threshold=0.12730000000000002 0.091955000000000023 0.065880000000000008 -0.0057999999999999987 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014009134873445211 0.0082190563662456802 -0.016280419879283838 0.013161639301092116 -0.0046469776872694966 0.010475850337083877
leaf_weight=0.0016288723372111431 0.0011509167586692065 0.0010137110123096885 0.0013868984676781975 0.0018164459636242866 0.0018740657866524579
leaf_count=369 345 732 887 907 670
internal_value=0 -0.00127946 0.000988061 -0.0021859 0.00303249
internal_weight=0 0.00771999 0.00670628 0.00531938 0.00369051
internal_count=3910 3565 2833 1946 1577
is_linear=0
shrinkage=0.1


Tree=8503
num_leaves=7
num_cat=0
split_feature=11 43 1 0 2 3
split_gain=3.35197e-05 2.16394e-05 4.01901e-05 5.59728e-05 4.31676e-05 5.71009e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.094485000000000013 -0.15007499999999999 0.099015000000000006 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027036415145438364 -0.00034186650633375218 -0.00047253386053708503 -0.0001277601483646558 0.0003949412934013818 0.00018913056615145861 9.6896800791219145e-05
leaf_weight=0.0012670882864703106 0.0010219103849658023 0.0018422984612036666 0.0014432761305718344 0.0017338742014535685 0.0011237885389756659 0.0010704398401254909
leaf_count=231 304 1857 166 781 441 130
internal_value=0 3.4039e-05 -7.47165e-06 0.000157495 -0.000137317 -0.000263266
internal_weight=0 0.00848077 0.00721368 0.00317715 0.00403653 0.00291274
internal_count=3910 3606 3375 947 2428 1987
is_linear=0
shrinkage=0.00196078


Tree=8504
num_leaves=7
num_cat=0
split_feature=150 52 15 15 3 16
split_gain=9.57479e-06 2.25535e-05 4.16787e-05 6.93808e-05 6.36959e-05 2.28764e-05
threshold=0.082085000000000019 0.11401500000000002 -0.017214999999999998 -0.106555 -0.089974999999999986 -0.05189499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0052649132834722712 0.0068747046196656232 -0.015467070735664071 -0.011762380544480915 -0.027176699273781874 0.028437306196778013 0.0086862818156963218
leaf_weight=0.0015255691366170201 0.0016308285440201241 0.0010102047350122332 0.0011356055628825757 0.0011608496268962706 0.0010097435613154158 0.001398770482021869
leaf_count=498 513 606 493 660 745 395
internal_value=0 -0.00160673 0.000640555 -0.00875369 0.00776133 0.0169667
internal_weight=0 0.00724074 0.00623054 0.00268642 0.00354412 0.00240851
internal_count=3910 3397 2791 1158 1633 1140
is_linear=0
shrinkage=0.1


Tree=8505
num_leaves=7
num_cat=0
split_feature=1 0 2 0 52 15
split_gain=1.02737e-05 1.95127e-05 1.51677e-05 2.57272e-05 6.01058e-05 3.75832e-05
threshold=0.076710000000000014 0.047345000000000005 0.11462500000000002 -0.10575999999999998 -0.0066199999999999991 -0.016339999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.012583561711126396 -0.0098215829535469364 0.0042517137845174387 0.011197732052182783 0.003913467568577556 0.021800670822160254 -0.022231166145755949
leaf_weight=0.0015425676062832123 0.0011564461160406491 0.0012433907521163796 0.0014475209910131785 0.0011740800368065549 0.0012516261927744536 0.0010341119915048404
leaf_count=1913 189 95 413 432 202 666
internal_value=0 -0.00506987 0.00226629 -0.000534335 0.00661449 -0.00833025
internal_weight=0 0.00278596 0.00606379 0.00461626 0.00240807 0.00220819
internal_count=3910 2008 1902 1489 391 1098
is_linear=0
shrinkage=0.1


Tree=8506
num_leaves=7
num_cat=0
split_feature=11 43 15 3 2 4
split_gain=2.69864e-05 2.44626e-05 4.57778e-05 2.50901e-05 2.57445e-05 6.12143e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 -0.052074999999999989 -1.0000000180025095e-35 0.11339500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00051718735918270746 -0.00030632308074415577 -0.00027576457932507523 4.8532857934361167e-07 -0.00013883434841870283 -0.00018602685457620862 0.00045170062573501402
leaf_weight=0.0010024921416389326 0.0010106027361086187 0.0013578641629576442 0.0019252354314661609 0.0014136880640604184 0.0013801032713975808 0.0012913319441314726
leaf_count=813 304 1311 882 204 248 148
internal_value=0 3.28826e-05 0.000177411 -4.48577e-05 3.18939e-05 0.000143077
internal_weight=0 0.00837072 0.00292773 0.00544299 0.00408512 0.00270502
internal_count=3910 3606 1695 1911 600 352
is_linear=0
shrinkage=0.00196078


Tree=8507
num_leaves=9
num_cat=0
split_feature=11 16 2 43 0 12 15 0
split_gain=2.54443e-05 3.54164e-05 5.16811e-05 9.29502e-05 6.05931e-05 9.10658e-05 2.52684e-05 1.80271e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.024209999999999999 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -4 -3
right_child=-2 2 6 -5 -6 -7 -8 -9
leaf_value=-0.00028760522275659157 -0.00029181366926066347 0.00016086041932438452 0.00012865732968182794 -0.00054624443192171051 -0.00030966114600838477 0.00064449245470010546 0.00056747874673043536 -0.0001981534701559302
leaf_weight=0.0011598770155534441 0.0010499796047373526 0.0010922030692987446 0.0010050460284811522 0.0010386513095499246 0.0010403035679596414 0.001280737143701768 0.0010129857272310376 0.0010592178603128187
leaf_count=371 304 144 388 462 237 836 197 971
internal_value=0 3.13382e-05 8.0472e-05 -1.78311e-05 0.000104884 0.000230534 0.000348931 -1.58944e-05
internal_weight=0 0.00868902 0.00752914 0.00551111 0.00447246 0.00343216 0.00201803 0.00215142
internal_count=3910 3606 3235 2650 2188 1951 585 1115
is_linear=0
shrinkage=0.00196078


Tree=8508
num_leaves=8
num_cat=0
split_feature=11 43 2 12 52 16 2
split_gain=3.2608e-05 3.74189e-05 5.46785e-05 2.85526e-05 4.99982e-05 5.92347e-05 7.06111e-06
threshold=1.0000000180025095e-35 -0.053009999999999995 0.093815000000000009 0.088375000000000023 -0.074484999999999982 -0.19424999999999998 0.088735000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=2.6370046866780578e-05 -0.00032729842130529687 -0.00032319186716851719 0.00058235165031846872 -0.00033656027709366249 -0.00019359818394427213 0.00023358573182212389 0.0004657829247477071
leaf_weight=0.0020005658181213599 0.0010422359398605816 0.0012255811511439488 0.0010303206014538836 0.0011108066334309429 0.0012524718090988337 0.0010090669445152432 0.0010050314752960317
leaf_count=1159 304 242 536 766 235 482 186
internal_value=0 3.98625e-05 0.000215371 -5.50776e-05 1.45267e-05 0.000141235 0.000349452
internal_weight=0 0.00863384 0.00303089 0.00560296 0.00449215 0.00326657 0.0020141
internal_count=3910 3606 1695 1911 1145 903 668
is_linear=0
shrinkage=0.00196078


Tree=8509
num_leaves=7
num_cat=0
split_feature=43 12 52 16 52 16
split_gain=1.10437e-05 2.46874e-05 4.83187e-05 4.1216e-05 2.40389e-05 2.42407e-05
threshold=-0.053009999999999995 0.088375000000000023 -0.074484999999999982 -0.19424999999999998 -0.088779999999999984 -0.069894999999999985
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.016829032573466806 -0.016661464147384921 -0.014337734287677257 -0.0071727300454004078 0.016241726493421729 0.008777684241510951 -0.012767807264279769
leaf_weight=0.0010770026267221192 0.0011372109809053583 0.001376419854281918 0.0012125114754718141 0.0019785510186594623 0.001088509531706736 0.0010037096223446279
leaf_count=477 261 911 253 687 648 673
internal_value=0 -0.00267223 0.00103747 0.00734491 0.00469022 -0.00155843
internal_weight=0 0.00570469 0.00432827 0.00319106 0.00316922 0.00209222
internal_count=3910 2112 1201 940 1798 1321
is_linear=0
shrinkage=0.1


Tree=8510
num_leaves=7
num_cat=0
split_feature=11 3 48 15 13 0
split_gain=5.45827e-05 4.46635e-05 3.26163e-05 7.40904e-05 6.2927e-05 6.21276e-05
threshold=0.077330000000000024 -0.10628499999999998 0.016865000000000002 -0.017214999999999998 -0.0041499999999999983 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.0003980483578421117 -0.00043114130436736314 -0.0003934367300928533 -0.00010085616304474226 -0.00018959809289359356 0.00036047758997347513 0.00051662201114469313
leaf_weight=0.0012031987402861604 0.0010247995822688727 0.0019964818198434306 0.0014062878156060818 0.0015846421969847443 0.001613868166740454 0.0011297491743012984
leaf_count=247 279 1017 114 1265 425 563
internal_value=0 4.66275e-05 -8.06498e-06 -9.70494e-05 8.79529e-05 0.000174217
internal_weight=0 0.00893423 0.00773103 0.00519499 0.00319851 0.00253604
internal_count=3910 3631 3384 2707 1690 677
is_linear=0
shrinkage=0.00196078


Tree=8511
num_leaves=7
num_cat=0
split_feature=11 43 2 3 0 2
split_gain=2.72126e-05 2.97654e-05 5.11598e-05 3.13286e-05 2.19066e-05 4.64896e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 -1.0000000180025095e-35 -0.14136999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=4.4716458016457145e-06 -0.00030647266995664232 -0.0003111428739349313 0.00054428429659186621 0.00013670242008456861 0.00020610376656680294 -0.00040620992054614348
leaf_weight=0.0019778869208028961 0.0010259512435279233 0.0013686921120026974 0.0010246987061148841 0.001487832818768936 0.0016528813890646235 0.0010235715718923573
leaf_count=1168 304 1289 553 163 332 101
internal_value=0 3.15133e-05 0.000188695 -5.37845e-05 3.08025e-05 -8.4572e-05
internal_weight=0 0.00853556 0.00300259 0.00553298 0.00416429 0.0025114
internal_count=3910 3606 1721 1885 596 264
is_linear=0
shrinkage=0.00196078


Tree=8512
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.76927e-05 3.08356e-05 3.75059e-05 8.18271e-05 6.15075e-05 4.10152e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00026481838265330563 -0.00030821266487856419 0.00042725740730531101 0.00031257207585048648 -0.00050672647734180637 0.00021554286954352111 -0.00025737972348388702
leaf_weight=0.001152727707902805 0.0010205872480021317 0.0015425224446903533 0.0019593822737469183 0.0010124285332333421 0.0012205367863846218 0.0016694167047611869
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.34952e-05 7.99377e-05 -3.77715e-06 0.000111102 -5.76466e-05
internal_weight=0 0.00855701 0.00740429 0.0054449 0.00443248 0.00288995
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8513
num_leaves=7
num_cat=0
split_feature=457 1 4 2 15 52
split_gain=9.57571e-06 2.52133e-05 2.92189e-05 4.7649e-05 5.05216e-05 2.15933e-05
threshold=0.069705000000000003 0.12864500000000004 -0.076854999999999993 0.091025000000000009 -0.106555 0.084240000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.012786380866893869 0.0076878607466533454 0.013265057398418821 -0.022417431945431145 0.015516733224061198 -0.014616012311704491 -0.0051307472069581847
leaf_weight=0.0014144693121761417 0.0013568192666958941 0.0010102445816475587 0.0016107917248544142 0.0010919185919517126 0.0011345629276412088 0.0012825365517730206
leaf_count=702 338 306 1010 244 750 560
internal_value=0 -0.00143721 -0.00371028 -0.0093164 0.000161791 0.00426605
internal_weight=0 0.00754452 0.00653428 0.00383727 0.00222648 0.00269701
internal_count=3910 3572 3266 2004 994 1262
is_linear=0
shrinkage=0.1


Tree=8514
num_leaves=9
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split_feature=11 16 2 16 13 12 15 52
split_gain=5.98158e-05 3.48094e-05 4.58825e-05 6.67575e-05 3.24772e-05 3.59792e-05 2.88684e-05 2.04085e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 0.16388500000000003 -0.083514999999999992 0.086935000000000012 -0.024209999999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -4 -6
right_child=-2 2 6 -5 5 -7 -8 -9
leaf_value=-0.00027045250917322243 -0.00045783158828738817 0.00041532067998113038 0.00010707228520791926 -0.00036447646583500525 -3.34127316060085e-05 -0.00028179499018719833 0.00057513599246465999 0.00034901725374848156
leaf_weight=0.0011842143656936614 0.0010239999111527386 0.0010928196079695034 0.0010010713226246003 0.0014402023761369721 0.0010255649869014487 0.001011338039163204 0.0010256581194113368 0.0011250236964626364
leaf_count=385 279 742 388 316 237 1060 197 306
internal_value=0 4.25732e-05 9.05796e-05 4.12027e-07 0.000123924 2.32124e-05 0.000343943 0.000166645
internal_weight=0 0.00890589 0.00772168 0.00569495 0.00425475 0.00316193 0.00202673 0.00215059
internal_count=3910 3631 3246 2661 2345 1603 585 543
is_linear=0
shrinkage=0.00196078


Tree=8515
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 0
split_gain=3.12133e-05 2.61503e-05 4.54397e-05 8.23352e-05 6.44708e-05 8.91493e-05 2.05603e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.13506999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00024538053766593137 -0.0003309431277002861 0.00016370476548615675 0.00032939846014553204 -0.00052180189439782101 -0.00033509640230680186 0.00063992861958491105 -0.00022199204913683638
leaf_weight=0.0011449208102063783 0.001030262711297635 0.0011301113431006679 0.001955491167662555 0.001018150425611996 0.001021689884807362 0.0012614048356940051 0.001002948964508096
leaf_count=371 304 150 585 462 237 836 965
internal_value=0 3.03612e-05 7.30826e-05 -1.91506e-05 9.67363e-05 0.000226712 -1.7647e-05
internal_weight=0 0.00853472 0.0073898 0.00543431 0.00441616 0.00339447 0.00213306
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=8516
num_leaves=7
num_cat=0
split_feature=43 42 0 4 15 52
split_gain=1.0141e-05 2.45323e-05 4.75445e-05 2.26205e-05 2.53492e-05 3.89016e-05
threshold=-0.053009999999999995 -1.0000000180025095e-35 -0.070894999999999986 -0.23071499999999998 -0.10192499999999999 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=-0.0082770449183299823 -0.015439565975206376 -0.0041236038370004221 0.025530081505359271 -0.0092290333653897196 -0.0075367228687493338 0.015860455321919705
leaf_weight=0.0010254454144065874 0.0011033015280997845 0.0010962562947472681 0.001066873812176343 0.0016963547762097663 0.001216074774790264 0.0017097142406305289
leaf_count=495 236 967 336 429 342 1105
internal_value=0 0.00446255 0.0105018 -0.00257422 0.00049672 0.00613565
internal_weight=0 0.00318858 0.00216313 0.00572545 0.00462214 0.00292579
internal_count=3910 1798 1303 2112 1876 1447
is_linear=0
shrinkage=0.1


Tree=8517
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=2.83598e-05 2.37007e-05 5.29924e-05 7.7298e-05 7.47732e-05 3.52288e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00023302755790831803 -0.0003138193490194234 0.00043527704226908496 0.00034895015089374671 -0.00051880513696163399 0.00015152972299741792 -0.00028702259547819833
leaf_weight=0.0011319757602464165 0.0010272093526156332 0.0015230200818611116 0.0019492022921667098 0.0010050328895579988 0.0012195379216918955 0.0016666467228809623
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.1116e-05 7.17226e-05 -2.80833e-05 8.37717e-05 -0.000101715
internal_weight=0 0.00849542 0.00736344 0.00541424 0.0044092 0.00288618
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8518
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 12
split_gain=2.72076e-05 2.49407e-05 4.50311e-05 6.38705e-05 3.39474e-05 2.8568e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.082894999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024031065354573219 -0.00030874183159677898 0.00041698544636806852 0.00032959605522405285 -0.00038818845122134461 0.00016015624497793974 -0.00022828516310753995
leaf_weight=0.0011304463348231616 0.0010176837797357232 0.0010027430909566926 0.0019291927268517235 0.0013525242521498365 0.0017694983364584986 0.0012366610977947085
leaf_count=371 304 771 585 316 318 1245
internal_value=0 3.06821e-05 7.27008e-05 -1.97373e-05 0.000104571 3.60869e-07
internal_weight=0 0.00842107 0.00729062 0.00536143 0.0040089 0.00300616
internal_count=3910 3606 3235 2650 2334 1563
is_linear=0
shrinkage=0.00196078


Tree=8519
num_leaves=8
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split_feature=11 43 13 15 2 15 52
split_gain=4.3669e-05 2.76557e-05 5.69103e-05 6.15343e-05 5.03201e-05 2.34825e-05 1.06011e-05
threshold=0.077165000000000025 -0.057994999999999998 -0.09547499999999999 -1.0000000180025095e-35 0.093815000000000009 -0.095799999999999982 -0.023079999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 6 -4 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00015072001849067228 -0.00039560023844203361 0.00025150528220241065 -0.00015399985480082142 -0.00050423758787487491 0.00054201151876488002 0.00022334919483443086 -0.00013388475007441937
leaf_weight=0.0010043050954984998 0.0010001253777436681 0.001751303282190233 0.0014940267384336461 0.0013970891030405498 0.0010240909785433545 0.0011014992091884618 0.001008430061967003
leaf_count=452 282 347 293 1026 524 284 702
internal_value=0 3.68261e-05 -4.31872e-05 -0.00017245 0.000188165 6.14098e-06 8.12599e-06
internal_weight=0 0.00878074 0.00574392 0.00399262 0.00303683 0.00259553 0.00201274
internal_count=3910 3628 1950 1603 1678 577 1154
is_linear=0
shrinkage=0.00196078


Tree=8520
num_leaves=7
num_cat=0
split_feature=49 42 2 0 4 15
split_gain=9.69655e-06 2.52799e-05 2.98001e-05 3.77199e-05 2.4649e-05 2.15637e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 -0.11756999999999999 -0.34687499999999999 -0.047894999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3
right_child=1 2 3 4 -6 -7
leaf_value=0.0060822590902605833 0.011993092785122906 -0.0039593707931697896 -0.01063103734268068 -0.00070284015645862745 0.020704617554694323 -0.024618779037923425
leaf_weight=0.0019934936244974562 0.0011111353155666952 0.0010112906525763775 0.00165146121206962 0.0011340457599803913 0.0010230998977413162 0.001009627362545862
leaf_count=529 529 394 293 220 1184 761
internal_value=0 -0.00183049 -0.00446533 0.000742816 0.00945038 -0.0142806
internal_weight=0 0.00694066 0.00582952 0.00380861 0.00215715 0.00202092
internal_count=3910 3381 2852 1697 1404 1155
is_linear=0
shrinkage=0.1


Tree=8521
num_leaves=8
num_cat=0
split_feature=47 43 0 52 15 150 1
split_gain=2.95476e-05 4.617e-05 5.34932e-05 5.83157e-05 4.5603e-05 3.892e-05 1.6824e-05
threshold=0.11669500000000001 -0.17307499999999998 -0.082604999999999998 -0.0093349999999999978 -0.0063699999999999989 0.083205000000000015 0.10617500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0003790729293485186 -0.00031900222411856998 -0.00039293570123178788 5.7474971394107139e-05 -0.00054783376267318292 0.00033930230752653406 0.00023658852061535907 -3.7547141998567335e-05
leaf_weight=0.0012398305650307669 0.0010532583988979065 0.0010202578153347712 0.0011444275466072902 0.0013150739895446315 0.0017756129313389168 0.0011468348083343081 0.0010283047781072768
leaf_count=261 179 658 644 969 703 325 171
internal_value=0 2.87892e-05 -2.9658e-05 -0.000266178 8.73649e-05 -5.26312e-05 -0.000214543
internal_weight=0 0.00867034 0.00743051 0.0024595 0.00497101 0.0031954 0.00204856
internal_count=3910 3731 3470 1613 1857 1154 829
is_linear=0
shrinkage=0.00196078


Tree=8522
num_leaves=8
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split_feature=11 3 47 1 13 15 4
split_gain=5.15326e-05 3.47664e-05 3.41404e-05 5.4033e-05 4.78083e-05 4.49632e-05 1.87142e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -1.0000000180025095e-35 -0.073314999999999991 0.097045000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=0.00034834032405621664 -0.00042545191376924373 -0.00034539852558323542 -3.7865566174029715e-05 0.0005219459118940787 0.00018046672268182053 3.5775203474232162e-05 -0.00041536107773639474
leaf_weight=0.0012181470283403632 0.001016385321711691 0.0016129257207775809 0.0010069023204323001 0.0013237660061421557 0.0011305969107366913 0.0016343354830196633 0.0010127199178394421
leaf_count=247 279 1566 347 426 378 576 91
internal_value=0 4.04831e-05 -8.08619e-06 6.95128e-05 -0.000128691 0.000253339 -0.000227157
internal_weight=0 0.00893939 0.00772125 0.00570162 0.00274352 0.0029581 0.00201962
internal_count=3910 3631 3384 2946 1944 1002 438
is_linear=0
shrinkage=0.00196078


Tree=8523
num_leaves=8
num_cat=0
split_feature=42 40 2 48 13 2 2
split_gain=1.1072e-05 3.77466e-05 4.74582e-05 3.58059e-05 3.73982e-05 4.70696e-05 3.94813e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.092930000000000013 -0.083514999999999992 0.096750000000000017 0.081615000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0099795789221962059 0.019152407094690536 0.01200717432835483 -0.020659939536747021 0.019306207593346204 -0.013822207655450558 -0.024995531045287102 0.01217902036242677
leaf_weight=0.001001454497460222 0.0010186261943243092 0.0014467385959550123 0.0010860903449510483 0.0010023929859273532 0.0010535140443693725 0.0010332673974498795 0.0013103379814282438
leaf_count=440 363 859 300 256 550 424 718
internal_value=0 0.00117771 -0.00146346 0.00210277 -0.00145733 -0.00719148 0.000590876
internal_weight=0 0.00795097 0.00693234 0.00584625 0.00484386 0.00339712 0.00236385
internal_count=3910 3470 3107 2807 2551 1692 1268
is_linear=0
shrinkage=0.1


Tree=8524
num_leaves=7
num_cat=0
split_feature=1 16 15 151 2 1
split_gain=1.1793e-05 2.61211e-05 1.63194e-05 3.42413e-05 4.37374e-05 5.83576e-05
threshold=1.0000000180025095e-35 0.0015250000000000001 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019 0.11183500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.0166405606895462 -0.011107829017023023 0.0029427189509769291 -0.0077405129336723753 -0.0021599610029879638 0.035552962004224892 0.001950091305174364
leaf_weight=0.0011940087558382855 0.0010386844626004621 0.0015856222218537529 0.0012654763306457761 0.001775287460164662 0.0010643003568840408 0.0010047191436618756
leaf_count=1519 318 473 583 491 274 252
internal_value=0 -0.00546941 0.00237959 0.00500231 0.00935507 0.0192354
internal_weight=0 0.00277963 0.00614847 0.00488299 0.00384431 0.00206902
internal_count=3910 1992 1918 1335 1017 526
is_linear=0
shrinkage=0.1


Tree=8525
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 12
split_gain=3.50228e-05 3.18225e-05 4.11364e-05 6.99003e-05 5.26897e-05 2.25589e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 0.16388500000000003 -0.083514999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.000255697788607347 -0.00035200400304087403 0.00049117909729524067 0.00032418505240752575 -0.00038131983958408235 0.00013114057855161565 -0.00020587580504345513
leaf_weight=0.0012535115603983142 0.0010061939601151712 0.001100630573299522 0.0019859739805545683 0.00141470870922503 0.0018623699648607148 0.0012943162529892908
leaf_count=394 279 742 581 316 316 1282
internal_value=0 3.39131e-05 8.13185e-05 -3.71752e-06 0.00012176 -7.04414e-06
internal_weight=0 0.00891151 0.007658 0.00567203 0.00425732 0.00315669
internal_count=3910 3631 3237 2656 2340 1598
is_linear=0
shrinkage=0.00196078


Tree=8526
num_leaves=5
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split_feature=1 13 15 13
split_gain=9.81735e-06 2.94768e-05 3.79795e-05 2.94079e-05
threshold=0.088010000000000019 -0.0024749999999999993 -0.074174999999999977 -0.028919999999999998
decision_type=2 2 2 2
left_child=3 -2 -3 -1
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leaf_value=-0.013011104886603961 0.012549200357108898 0.0065596831869409733 -0.015062231070806188 0.0048061573215935627
leaf_weight=0.0018307402948263445 0.0019293689274445429 0.001834163517442046 0.0014582838071647316 0.0018752587847217725
leaf_count=1354 961 245 379 971
internal_value=0 0.00273441 -0.00301705 -0.00399546
internal_weight=0 0.00522182 0.00329245 0.003706
internal_count=3910 1585 624 2325
is_linear=0
shrinkage=0.1


Tree=8527
num_leaves=8
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split_feature=11 3 47 1 2 0 3
split_gain=2.84686e-05 2.42108e-05 2.4586e-05 3.00584e-05 4.67408e-05 3.36452e-05 3.15589e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.11198000000000001 0.10457000000000001 -0.084304999999999977 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.00030221059356093041 -0.00031477609435225508 -7.9065926779508757e-05 -0.00011531869737602604 0.00036377074132045394 -0.00035807936012881004 0.00032460246733620056 -0.00026812861169587973
leaf_weight=0.0010984656071382657 0.0010287969715153259 0.0016982229786760795 0.0010554529892051159 0.0010187083134071033 0.0011065556197974603 0.0014906472510757083 0.0010234853239273968
leaf_count=222 304 1023 392 371 417 1070 111
internal_value=0 3.05912e-05 -9.76609e-06 6.09578e-05 -1.08577e-05 0.00010963 -0.000190549
internal_weight=0 0.00849154 0.00739307 0.00531413 0.00429543 0.00318887 0.00207894
internal_count=3910 3606 3384 2881 2510 2093 503
is_linear=0
shrinkage=0.00196078


Tree=8528
num_leaves=7
num_cat=0
split_feature=50 160 42 15 150 0
split_gain=9.66256e-06 2.6232e-05 2.83492e-05 3.80742e-05 3.75807e-05 4.38582e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.084800000000000014 -0.077944999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.012854278852628132 -0.0092548748282041716 -0.016632975871707829 -0.0192453557276842 0.017956140613256507 0.012590394015276599 0.0047117486809917005
leaf_weight=0.0015351636229898012 0.0010129091014304112 0.0010607316574107227 0.0017372879662464567 0.0010879409878725233 0.0011304559122002527 0.0013642126323968337
leaf_count=804 715 766 471 535 245 374
internal_value=0 0.00111821 -0.00170546 0.00127093 -0.00301846 -0.00870769
internal_weight=0 0.00791579 0.00638063 0.0053199 0.00423196 0.0031015
internal_count=3910 3195 2391 1625 1090 845
is_linear=0
shrinkage=0.1


Tree=8529
num_leaves=7
num_cat=0
split_feature=1 4 0 4 2 13
split_gain=1.01289e-05 2.71908e-05 2.62145e-05 4.3471e-05 2.27574e-05 5.05605e-05
threshold=0.11235500000000002 0.18622000000000002 -0.23029999999999998 -1.0000000180025095e-35 0.084235000000000018 0.0015650000000000002
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.012590734516575872 -0.0049059577438697209 0.016330875167619878 0.014083580876603722 -0.017796650162508303 -0.014233816129249101 0.013915862936926203
leaf_weight=0.0010225047836877827 0.0012327955708375457 0.001179949686239903 0.0010107147885627769 0.001760313183626949 0.0016738346063354477 0.0010311312215750027
leaf_count=122 281 350 742 741 1283 391
internal_value=0 0.00547989 -0.00210742 -0.00485194 0.00128066 -0.00350318
internal_weight=0 0.00241275 0.0064985 0.00547599 0.00371568 0.00270497
internal_count=3910 631 3279 3157 2416 1674
is_linear=0
shrinkage=0.1


Tree=8530
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 4
split_gain=9.28844e-06 2.48037e-05 2.82191e-05 4.46125e-05 5.04864e-05 4.88558e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.015616460974170727 0.0079333275448298293 0.012624897355104732 0.010822959101341054 -0.02423095034596455 -0.018128114752464619 0.0078911338669905278
leaf_weight=0.0011818386757752948 0.0012527331830114435 0.0010881728784172531 0.0011138673810952545 0.0011404297520718285 0.0019823252155607924 0.0011347467695740289
leaf_count=219 239 424 220 164 2390 254
internal_value=0 -0.0013565 -0.00367814 -0.00664767 -0.00198312 -0.008656
internal_weight=0 0.00764138 0.00655321 0.00543934 0.00429891 0.00311707
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.1


Tree=8531
num_leaves=8
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split_feature=11 13 43 15 15 4 4
split_gain=3.12512e-05 4.03355e-05 4.62373e-05 5.35744e-05 4.00894e-05 6.20889e-05 3.13052e-05
threshold=0.077330000000000024 -0.094679999999999986 -0.049504999999999987 -1.0000000180025095e-35 -0.052074999999999989 -0.076854999999999993 0.074650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.0002822058050302013 -0.00032676310111099148 0.00047017021061516388 0.00015805137604152152 -0.00048168154399796671 0.00033156992646490066 -0.0003466975663214294 -0.00027873533108067525
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leaf_count=406 279 801 333 992 328 552 219
internal_value=0 3.58292e-05 -3.29664e-05 -0.000170033 0.000148369 -7.19436e-06 -7.77483e-06
internal_weight=0 0.00914928 0.00715218 0.00407329 0.00307889 0.00207554 0.00267866
internal_count=3910 3631 3225 1544 1681 880 552
is_linear=0
shrinkage=0.00196078


Tree=8532
num_leaves=9
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split_feature=11 16 2 43 0 12 2 15
split_gain=2.79679e-05 2.37234e-05 7.14718e-05 9.58174e-05 9.52515e-05 0.000108878 2.70152e-05 2.2517e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 0.085255000000000011 -0.021529999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4
right_child=-2 2 7 -5 -6 -7 -8 -9
leaf_value=-0.00022381732862967739 -0.00030450215830965988 0.0001830447245798681 0.0001845946633169377 -0.00058585364810112485 -0.00043356214258044286 0.00068434455486960353 -0.00025337772877027318 0.00060016517812243515
leaf_weight=0.0011827131632303981 0.0010481165334610557 0.0011142504222131728 0.0010035232946212869 0.0010103587654909062 0.0010588189647879704 0.0013112090436491969 0.0010680192967338676 0.0010015961932111634
leaf_count=371 304 529 390 462 237 836 586 195
internal_value=0 3.44363e-05 7.47969e-05 -3.96073e-05 8.16292e-05 0.000237776 -3.05437e-05 0.00039218
internal_weight=0 0.00875049 0.00756778 0.00556266 0.0045523 0.00349348 0.00218227 0.00200512
internal_count=3910 3606 3235 2650 2188 1951 1115 585
is_linear=0
shrinkage=0.00196078


Tree=8533
num_leaves=7
num_cat=0
split_feature=2 52 3 1 52 16
split_gain=8.92197e-06 5.42529e-05 4.24771e-05 6.41509e-05 4.47111e-05 3.1629e-05
threshold=0.10946500000000002 0.086950000000000013 -0.089974999999999986 0.079945000000000016 -0.069134999999999988 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.01414954353348113 -0.0082962664497757185 -0.01986440178487427 0.027868919088584479 -0.015550222664345442 0.010588200594450653 0.014025931910735879
leaf_weight=0.001141728018362416 0.00107733497496899 0.001348627195884214 0.0011260123272054719 0.0011430189525665658 0.0015309364828257077 0.0015451715383487561
leaf_count=518 256 911 840 331 543 511
internal_value=0 -0.00208705 0.00276453 0.00784649 -0.000585027 0.00485589
internal_weight=0 0.00629032 0.0049417 0.00379997 0.00267396 0.00262251
internal_count=3910 3143 2232 1714 874 767
is_linear=0
shrinkage=0.1


Tree=8534
num_leaves=8
num_cat=0
split_feature=47 47 43 16 48 15 160
split_gain=2.23468e-05 4.97276e-05 4.49254e-05 5.36542e-05 4.50256e-05 6.08967e-05 4.85503e-05
threshold=0.11669500000000001 0.092255000000000018 -0.17307499999999998 0.15737500000000001 0.087500000000000008 0.079360000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00034379547325123506 -0.00027216820967846241 0.00041987045167576794 -1.2965031190288008e-05 -0.00047241077902629192 -0.00033080854547181256 -0.00029252409205754085 0.00048663270694005459
leaf_weight=0.001090436084647481 0.0010392861291443891 0.0011091500163168452 0.0014706993794514171 0.0011408771742345315 0.0012464268707493668 0.0011338671467531029 0.0015215384911990469
leaf_count=245 179 241 623 447 314 1264 597
internal_value=0 3.20182e-05 -2.45567e-05 -8.6224e-05 -4.21578e-06 9.44424e-05 0.000241078
internal_weight=0 0.008713 0.00760385 0.00651341 0.00537253 0.00412611 0.00299224
internal_count=3910 3731 3490 3245 2798 2484 1220
is_linear=0
shrinkage=0.00196078


Tree=8535
num_leaves=7
num_cat=0
split_feature=11 160 13 49 1 3
split_gain=4.6004e-05 3.62413e-05 3.86765e-05 3.87928e-05 4.1683e-05 7.7692e-05
threshold=0.077330000000000024 0.090735000000000024 -0.094679999999999986 -0.006494999999999999 0.090355000000000005 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00035376560327225921 -0.00039536586259645131 -0.00029465829427426007 -0.00024081295011581838 -0.00010554358438754323 0.00057406267161688371 -0.00011469779250752482
leaf_weight=0.0017119588351932995 0.0010049029521603985 0.0010498184944742915 0.001610373131617656 0.0019065587297765413 0.001460761783743483 0.0011066753085608172
leaf_count=361 279 364 503 1722 577 104
internal_value=0 4.73547e-05 9.34086e-05 2.01519e-05 0.000114084 0.000277177
internal_weight=0 0.00884615 0.00779633 0.00608437 0.004474 0.00256744
internal_count=3910 3631 3267 2906 2403 681
is_linear=0
shrinkage=0.00196078


Tree=8536
num_leaves=7
num_cat=0
split_feature=52 4 0 47 0 4
split_gain=9.75725e-06 3.81605e-05 4.221e-05 2.45764e-05 2.76299e-05 4.53992e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.06402999999999999 0.09252500000000001 -0.15007499999999999 0.0021050000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.018295139695532068 0.0076892493081868879 -0.0085493597470446825 0.019291182611830982 -0.016271328172085094 -0.003139209927630178 0.024144527146134701
leaf_weight=0.0011415172953023996 0.0013815565522426396 0.0017478239251862079 0.0011089701513280967 0.0010014233386338714 0.0015230174280708552 0.0010171996571924195
leaf_count=255 673 245 386 261 1618 472
internal_value=0 -0.00145218 0.00155269 -0.00216629 0.00112778 0.00778624
internal_weight=0 0.00753995 0.00639843 0.00528946 0.00428804 0.00254022
internal_count=3910 3237 2982 2596 2335 2090
is_linear=0
shrinkage=0.1


Tree=8537
num_leaves=7
num_cat=0
split_feature=4 4 3 4 43 0
split_gain=9.97335e-06 1.8529e-05 3.61315e-05 2.77707e-05 3.2392e-05 1.10346e-05
threshold=0.27608500000000008 -0.0010999999999999996 -1.0000000180025095e-35 -0.06272999999999998 -0.083254999999999982 -0.0046249999999999989
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.012215082729103689 0.0079497206280069507 -0.020024431117481919 0.0014236663924973756 0.015828576597416998 -0.016724795935335188 -0.0020519535329370795
leaf_weight=0.0010452424935643466 0.0013312739929141259 0.0013027692914908519 0.0019778928679969861 0.0011963127896820599 0.001028925259859673 0.001021259328407525
leaf_count=341 441 703 208 970 1034 213
internal_value=0 -0.00143572 -0.00709349 0.00288916 -0.00211164 -0.00941581
internal_weight=0 0.0075724 0.00328066 0.00429174 0.00309543 0.00205018
internal_count=3910 3469 911 2558 1588 1247
is_linear=0
shrinkage=0.1


Tree=8538
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 47
split_gain=4.91494e-05 3.26248e-05 2.76575e-05 3.41194e-05 8.4833e-05 7.39816e-05 1.80755e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 -0.008624999999999999 0.084155000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00033723096174554762 -0.00041454239244431842 -0.0002838172497311159 -0.00048752127902795871 0.00057182747870178916 0.00010039505738779646 0.00014487414643225784 -0.00025131682638648053
leaf_weight=0.0012207761004906711 0.0010219416367985507 0.001181446165569402 0.0012043142341751085 0.0012945878287205399 0.0012549732175844634 0.0017370733469619464 0.0010171025639750253
leaf_count=247 279 1646 460 512 262 411 93
internal_value=0 3.94551e-05 -7.81944e-06 4.22841e-05 0.000171213 -0.000114052 -5.705e-05
internal_weight=0 0.00891027 0.0076895 0.00650805 0.00356666 0.00294139 0.00227208
internal_count=3910 3631 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=8539
num_leaves=8
num_cat=0
split_feature=11 3 15 3 48 4 151
split_gain=2.50805e-05 2.68581e-05 2.70023e-05 5.72113e-05 4.81584e-05 4.0325e-05 2.75124e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.10666500000000002 0.083775000000000002 -0.08100499999999998 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00031223409779189426 -0.00029532956989875096 -0.00034570753289793693 0.00022241212548228977 0.00049100918947766786 0.00030927473250494576 -0.00030489034608381296 -0.00013307941949945159
leaf_weight=0.0011130723738767079 0.0010326124082902849 0.0019336058022183787 0.0010391088141289352 0.00106717014699452 0.0010431858666331401 0.0012032623919374231 0.0011219412897037562
leaf_count=222 304 1032 681 105 252 956 358
internal_value=0 2.82395e-05 -1.44299e-05 0.000117309 -0.000120803 -6.05398e-05 8.00525e-05
internal_weight=0 0.00852135 0.00740827 0.00330954 0.00409873 0.00224237 0.00216513
internal_count=3910 3606 3384 1742 1642 1637 610
is_linear=0
shrinkage=0.00196078


Tree=8540
num_leaves=7
num_cat=0
split_feature=11 160 4 1 0 52
split_gain=3.44626e-05 3.16311e-05 4.95966e-05 7.95591e-05 5.98719e-05 3.82447e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 -0.077679999999999985 0.094485000000000013 -0.16443499999999997 0.084240000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00018843257886135085 -0.00034868374369793101 0.00060382014471229892 -0.00033752984353552467 -0.00016599370002482887 0.00042109244402306758 0.00010023801217328375
leaf_weight=0.0019342869545567144 0.0010102744562311876 0.0010569379745036936 0.001851637329528364 0.001111090075720262 0.0016741283913481648 0.0012844306787873846
leaf_count=1157 279 401 954 121 520 478
internal_value=0 3.34375e-05 9.49375e-05 -2.25269e-05 0.00018689 0.000327564
internal_weight=0 0.00891251 0.00697822 0.00463686 0.00278522 0.00234137
internal_count=3910 3631 2474 1595 641 879
is_linear=0
shrinkage=0.00196078


Tree=8541
num_leaves=8
num_cat=0
split_feature=11 3 3 3 52 16 49
split_gain=4.70492e-05 2.69362e-05 3.06882e-05 3.56418e-05 2.92074e-05 4.15854e-05 2.83148e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.015794999999999997 0.10599500000000002 0.050115000000000007 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00030783672319810462 -0.0004036108507487535 -0.00029522874808944388 0.00032516942987727428 -0.00018831551198651209 0.0002675824880607074 -0.00039725634729277794 0.00020526575269332422
leaf_weight=0.0012337458721823459 0.0010304912207422046 0.0011799801390934787 0.0014041728014468303 0.0012662776333306311 0.0010321279347945325 0.0012643361103696774 0.0015791482469356866
leaf_count=247 279 1646 861 236 138 195 308
internal_value=0 3.8798e-05 -4.16395e-06 4.83028e-05 -2.73053e-05 -0.000101364 3.01134e-05
internal_weight=0 0.00895979 0.00772604 0.00654606 0.00514189 0.00410976 0.00284543
internal_count=3910 3631 3384 1738 877 739 544
is_linear=0
shrinkage=0.00196078


Tree=8542
num_leaves=7
num_cat=0
split_feature=160 4 4 12 43 16
split_gain=9.91593e-06 2.23377e-05 3.39489e-05 2.42815e-05 3.32344e-05 7.88515e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 0.092365000000000017 -0.0037249999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.0063555268624914014 -0.0019931213530312813 0.012441716017317523 -0.016325163502337162 -0.0069288881359905498 0.022841158295276887 -0.0044028444161093461
leaf_weight=0.0019510600469644871 0.0010018920944452161 0.0015179774447346139 0.0011912158578705036 0.0010906780958210949 0.0011660132191124502 0.0010382351231998537
leaf_count=1218 750 396 262 604 421 259
internal_value=0 0.00170529 -0.00126438 0.00524124 0.0113641 -0.010773
internal_weight=0 0.00700601 0.00548803 0.00325858 0.00216791 0.00222945
internal_count=3910 2692 2296 1775 1171 521
is_linear=0
shrinkage=0.1


Tree=8543
num_leaves=7
num_cat=0
split_feature=50 4 12 3 12 52
split_gain=9.63779e-06 2.70879e-05 3.20887e-05 4.18394e-05 4.19265e-05 3.39474e-05
threshold=0.086465000000000014 0.40359500000000004 -0.023959999999999995 0.10666500000000002 0.086935000000000012 -0.0025949999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.017629868024327765 -0.0091947879640969093 0.01651367946014393 -0.0072015318349354781 0.016695412913968366 -0.014239291147375112 0.015773087730963361
leaf_weight=0.0010030210153681536 0.0010199361479553025 0.0010004477409867735 0.0011836470070961396 0.0014175197240454112 0.0019115709108084287 0.0014084276694087561
leaf_count=284 715 365 453 139 1506 448
internal_value=0 0.00113264 -0.0010897 0.00171214 -0.00300384 0.00528194
internal_weight=0 0.00792463 0.00692419 0.00592117 0.00450365 0.00259207
internal_count=3910 3195 2830 2546 2407 901
is_linear=0
shrinkage=0.1


Tree=8544
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 43 2
split_gain=2.86188e-05 2.83628e-05 9.7531e-05 4.72624e-05 3.49212e-05 4.39684e-05 2.88802e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.016619999999999996 -0.074254999999999988 0.083795000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.00020119281799484102 -0.00031413619561946991 -0.00016442168749168607 0.00058489259290481286 0.00030211540327365654 -0.00010406828377627389 -0.00030795181533926848 -0.00056087126795029965
leaf_weight=0.0017682250876322118 0.0010529529779672231 0.0013868991812935258 0.0012881188310144122 0.0012081767706267673 0.0011285858144238123 0.0010331058610612261 0.0010068025531434393
leaf_count=954 304 114 591 421 162 1182 182
internal_value=0 2.78749e-05 0.0001964 -4.54882e-05 -0.000130558 1.34248e-05 -0.000319444
internal_weight=0 0.00881991 0.00267502 0.0061449 0.00493672 0.00280133 0.00213539
internal_count=3910 3606 705 2901 2480 2136 344
is_linear=0
shrinkage=0.00196078


Tree=8545
num_leaves=8
num_cat=0
split_feature=43 15 4 1 3 2 49
split_gain=1.10243e-05 2.32489e-05 5.80376e-05 1.94273e-05 3.09385e-05 2.89994e-05 2.58208e-05
threshold=-0.053009999999999995 -0.053579999999999996 -0.084009999999999987 0.11684000000000001 0.084925000000000014 0.085155000000000022 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -6
right_child=3 2 -4 -5 6 -7 -8
leaf_value=0.015976158246564964 -0.026562222522808154 0.015319248921836221 -0.018338355793320171 0.0099387960374809608 -0.0093963841316044312 -0.0028475295782662089 0.010440212052116156
leaf_weight=0.0011577582047228516 0.0010182720785057422 0.0010101801248672704 0.0010395269598586837 0.0010070584268936705 0.0011670843721793773 0.0010446610412488888 0.0014990380946484647
leaf_count=841 638 316 641 285 139 866 184
internal_value=0 0.00464807 -0.0017505 -0.00267244 -0.00535802 -0.0145532 0.00175682
internal_weight=0 0.00320747 0.00204971 0.00573611 0.00472906 0.00206293 0.00266612
internal_count=3910 1798 957 2112 1827 1504 323
is_linear=0
shrinkage=0.1


Tree=8546
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.03824e-05 2.66571e-05 6.04713e-05 6.71803e-05 6.39148e-05 3.77503e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024734898685219013 -0.00032155778929810852 0.00039784526486387738 0.00036800189922244598 -0.00048547167408243425 0.00016099997758521121 -0.00028905212442451012
leaf_weight=0.0011371745922992759 0.0010463820828596994 0.0015262582857286204 0.0019862027014790444 0.001019441200029985 0.0012498654428442044 0.0016793653443958887
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.23036e-05 7.49263e-05 -3.1396e-05 7.24991e-05 -9.70206e-05
internal_weight=0 0.00859831 0.00746113 0.00547493 0.00445549 0.00292923
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8547
num_leaves=6
num_cat=0
split_feature=15 43 0 15 2
split_gain=1.10556e-05 2.59128e-05 2.97751e-05 3.7016e-05 3.64957e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.082604999999999998 -0.0063699999999999989 0.097360000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0074649702742212998 0.014348315436149027 -0.00463377395140494 -0.022572356745385928 0.015947611206817536 0.0018317377765142522
leaf_weight=0.0016406645292366606 0.0013118904902600734 0.0019220434779405047 0.001153811691098308 0.001602377094560792 0.0013069004018281393
leaf_count=614 233 809 1006 704 544
internal_value=0 0.00161995 -0.00117 0.00472355 -0.00961118
internal_weight=0 0.00729702 0.00598513 0.00352442 0.00246071
internal_count=3910 3296 3063 1513 1550
is_linear=0
shrinkage=0.1


Tree=8548
num_leaves=7
num_cat=0
split_feature=1 13 52 0 4 4
split_gain=1.11188e-05 3.06722e-05 3.35819e-05 3.41543e-05 2.9485e-05 2.14299e-05
threshold=0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 -0.15137999999999999 -0.15333499999999997 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.0059575164307569912 0.012967080174088562 -0.018108766645621374 0.016927142685152056 -0.0075427301068108459 -0.022162551541232301 -0.00192083645917437
leaf_weight=0.001604466824321929 0.0019228148315354973 0.0010103411991963223 0.0010609397228314057 0.0012336744774525954 0.0010481569662695452 0.0010439703984765796
leaf_count=189 961 237 120 267 1512 624
internal_value=0 0.00292489 -0.00291763 0.00377118 -0.00424079 -0.0120619
internal_weight=0 0.00522777 0.00330496 0.00229461 0.00369659 0.00209213
internal_count=3910 1585 624 387 2325 2136
is_linear=0
shrinkage=0.1


Tree=8549
num_leaves=7
num_cat=0
split_feature=52 160 0 13 13 3
split_gain=1.11626e-05 3.1932e-05 2.13496e-05 1.63925e-05 3.54758e-05 2.84482e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.16277999999999995 -0.077154999999999987 -0.00088499999999999983
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0066888289985159626 -0.018124509512608158 -0.010198138173535288 0.011077037174324405 0.019456129345005502 -0.010604320606906539 0.010120490786692284
leaf_weight=0.0010334688357056137 0.0010775593506601681 0.0010424115582499519 0.0019578918356577351 0.0010634915050048953 0.0016081769524312274 0.0011261214987999093
leaf_count=128 924 127 1062 484 1055 130
internal_value=0 -0.00255607 0.00493921 0.00090989 0.0039588 -0.0020688
internal_weight=0 0.00591776 0.00299136 0.0048402 0.00379779 0.0027343
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=8550
num_leaves=8
num_cat=0
split_feature=11 16 2 16 13 0 15
split_gain=5.00261e-05 2.88844e-05 4.27695e-05 7.21236e-05 3.47691e-05 3.18364e-05 1.75625e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 0.16388500000000003 -0.083514999999999992 -0.083564999999999987 -0.021529999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.00024666940384414696 -0.00041717302883982458 0.00042700692278906457 0.00014517823526558583 -0.00037927703816324402 -0.00013642364492409245 0.00026782096820264647 0.00051051867764236036
leaf_weight=0.0011840551304347149 0.0010335510268091918 0.0010893055531571373 0.0010157449655617931 0.00146766616309673 0.001927560486550155 0.0012250641882229896 0.0010078158016373919
leaf_count=385 279 742 390 316 653 950 195
internal_value=0 3.85238e-05 8.21909e-05 -4.61994e-06 0.000125008 2.06599e-05 0.000327133
internal_weight=0 0.00891721 0.00773316 0.0057096 0.00424193 0.00315262 0.00202356
internal_count=3910 3631 3246 2661 2345 1603 585
is_linear=0
shrinkage=0.00196078


Tree=8551
num_leaves=7
num_cat=0
split_feature=15 151 2 12 1 4
split_gain=9.82668e-06 2.53464e-05 3.99693e-05 3.27745e-05 3.83772e-05 1.37401e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.10113500000000002 0.088325000000000015 0.082295000000000021 -0.15534499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4
right_child=1 2 5 -5 -6 -7
leaf_value=-0.0070561376453748452 0.016038067335771101 0.01246734757625449 -0.0042422580950832343 0.015164916003484236 -0.012824003491234311 -0.020787345849510901
leaf_weight=0.0016320327755207911 0.0010332082020985374 0.0010001391530579796 0.0010064622832819383 0.0017414497177854421 0.0014995019363507112 0.0010013142098004527
leaf_count=614 487 737 172 1095 324 481
internal_value=0 0.00152906 -0.000869907 0.00463287 -0.0027046 -0.0124936
internal_weight=0 0.00728208 0.00624887 0.00424109 0.00249964 0.00200778
internal_count=3910 3296 2809 2156 1061 653
is_linear=0
shrinkage=0.1


Tree=8552
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 1
split_gain=3.16154e-05 3.28614e-05 4.35681e-05 7.48436e-05 7.02434e-05 2.93536e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.078844999999999985 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00027756208088419081 -0.00032995554357352272 0.00041526127398992162 0.0003331385325451599 -0.00049159115710086356 -0.000252532645900135 0.0001699840690645016
leaf_weight=0.0011285105080348738 0.0010294039821553838 0.0016886626434729985 0.0019484171670644959 0.0010051012678256839 0.0016909379398536504 0.0010096267486685957
leaf_count=371 304 752 585 462 1129 307
internal_value=0 3.39503e-05 8.18268e-05 -8.9463e-06 0.000101576 -9.45715e-05
internal_weight=0 0.00847126 0.00734275 0.00539433 0.00438923 0.00270056
internal_count=3910 3606 3235 2650 2188 1436
is_linear=0
shrinkage=0.00196078


Tree=8553
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 0
split_gain=1.16548e-05 2.43473e-05 1.41994e-05 3.85519e-05 2.82179e-05 4.19019e-05
threshold=0.076710000000000014 0.047345000000000005 0.082085000000000019 -0.27337499999999998 -0.055679999999999993 -0.06402999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.013728611266789023 -0.016543844868790864 0.004990920105797535 0.01156290091269686 0.015005500573466014 -0.016189933355049698 0.01200249042027076
leaf_weight=0.0015559752379124153 0.0011009993176444356 0.001255377456673095 0.0013269632644204747 0.0015571918119515332 0.0011046823527664212 0.0010084647663795893
leaf_count=1913 280 95 362 495 447 318
internal_value=0 -0.00536962 0.0024129 -0.000131821 0.00479133 -0.00273556
internal_weight=0 0.00281135 0.0060983 0.00477134 0.00367034 0.00211315
internal_count=3910 2008 1902 1540 1260 765
is_linear=0
shrinkage=0.1


Tree=8554
num_leaves=8
num_cat=0
split_feature=11 16 2 16 13 12 2
split_gain=5.5523e-05 3.02306e-05 3.40615e-05 6.48669e-05 3.85999e-05 3.08414e-05 2.59473e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 0.16388500000000003 -0.083514999999999992 0.086935000000000012 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00023760703633584878 -0.00043221679488201841 0.00045442299212366193 0.00031508045772112622 -0.00034188720567649539 0.00038546203200197062 -0.00025311393277857076 -4.5488655390235073e-05
leaf_weight=0.0012187759775306129 0.0010262398211306834 0.0011058277878972268 0.0019979627022701438 0.0014422664016332286 0.0010346112633513277 0.0010136224944735134 0.0011171607264234065
leaf_count=385 279 742 585 316 312 1060 231
internal_value=0 4.93575e-05 9.47115e-05 1.76502e-05 0.000139055 2.88821e-05 0.00016172
internal_weight=0 0.00893023 0.00771145 0.00571349 0.00427122 0.00316539 0.00215177
internal_count=3910 3631 3246 2661 2345 1603 543
is_linear=0
shrinkage=0.00196078


Tree=8555
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 13
split_gain=3.45732e-05 3.58167e-05 3.92435e-05 6.51778e-05 6.17511e-05 2.99711e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00029071579460076088 -0.00034534459873920462 0.00041751148129319521 0.00031978445719791352 -0.0004535980405109359 0.00016246758549715636 -0.00023882033438231694
leaf_weight=0.0011387342685357143 0.0010405004031519274 0.0015339886585406049 0.001972514081523772 0.0010063134476170545 0.001245148888561614 0.0016824366962525084
leaf_count=371 304 552 585 462 1149 487
internal_value=0 3.31296e-05 8.26933e-05 -2.83614e-06 9.88338e-05 -6.81462e-05
internal_weight=0 0.00857914 0.0074404 0.00546789 0.00446157 0.00292759
internal_count=3910 3606 3235 2650 2188 1636
is_linear=0
shrinkage=0.00196078


Tree=8556
num_leaves=7
num_cat=0
split_feature=50 160 42 15 1 15
split_gain=1.21694e-05 2.93314e-05 2.4868e-05 3.12491e-05 3.97339e-05 6.78347e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 -0.021529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.013665639130963136 -0.010377199071545891 -0.015692894697842238 0.016034100655492815 0.016251095873396806 -0.018991545726967058 -0.013688713959318574
leaf_weight=0.0015389375080547508 0.0010108386740947896 0.0010611329147866954 0.0017504085282312859 0.0010808120341421878 0.0011160607782839623 0.0013678869066673317
leaf_count=804 715 766 521 535 331 238
internal_value=0 0.00127458 -0.00171604 0.00107434 -0.00279951 0.00299574
internal_weight=0 0.00791524 0.0063763 0.00531517 0.00423436 0.0031183
internal_count=3910 3195 2391 1625 1090 759
is_linear=0
shrinkage=0.1


Tree=8557
num_leaves=7
num_cat=0
split_feature=1 12 3 3 2 15
split_gain=1.07234e-05 2.05292e-05 5.33763e-05 2.03312e-05 2.67244e-05 2.30082e-05
threshold=0.10305000000000002 0.051320000000000005 0.12046500000000002 -0.115685 0.084065000000000015 -0.0039399999999999991
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.009045144767369168 0.025062436263958904 -0.0056877066725660565 -0.005809118525859143 0.0071721563025535888 -0.020940729658658591 -0.0034868140552780113
leaf_weight=0.0011291146300555603 0.0011505630045098194 0.0013190651706347714 0.0010912316430757483 0.0011201959783138826 0.0013066543146073061 0.0017897606938492995
leaf_count=267 360 340 230 719 1048 946
internal_value=0 0.00421088 0.0100352 -0.00287251 -0.00606379 -0.0108522
internal_weight=0 0.00356086 0.00224179 0.00534573 0.00421661 0.00309642
internal_count=3910 930 590 2980 2713 1994
is_linear=0
shrinkage=0.1


Tree=8558
num_leaves=8
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split_feature=50 15 16 0 2 133 52
split_gain=1.06411e-05 2.54955e-05 8.44757e-05 4.75778e-05 3.29386e-05 3.46203e-05 2.1247e-05
threshold=0.086465000000000014 -0.14487999999999998 -0.30307999999999996 -0.10575999999999998 0.08400500000000001 1.0000000180025095e-35 -0.06724999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.015715557991982536 -0.0097166024206712005 -0.027815436487182196 0.005805044819758385 -0.01620762761969792 0.013335223974631716 -0.010272789601741918 0.026354706138364464
leaf_weight=0.0010490492190416683 0.0010069445975317377 0.0010042666357935005 0.0010113893213738907 0.0012598710218316472 0.0014978366740744705 0.0010613093405177471 0.0010012229436743474
leaf_count=484 715 281 158 544 890 707 131
internal_value=0 0.00120004 -0.00102754 0.00358561 -0.00297148 0.00354469 0.016028
internal_weight=0 0.00788495 0.0068359 0.00583163 0.00381902 0.00255915 0.00201261
internal_count=3910 3195 2711 2430 2141 1597 289
is_linear=0
shrinkage=0.1


Tree=8559
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 51 2
split_gain=4.70133e-05 2.90024e-05 4.9542e-05 7.06616e-05 7.83547e-05 2.7237e-05 2.90206e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 0.080840000000000009 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00024912677178971494 -0.00040517390207730591 -5.4109893397519463e-05 0.00035095481229030316 -0.00056153433049484388 0.00043266605427983622 0.00011346837103604082 -0.00047808669795107223
leaf_weight=0.001966170311010317 0.0010220137538810058 0.001314214283419219 0.0011547385480223209 0.0010232759154200719 0.0012314893239202557 0.0011230401033725185 0.0011762290093811744
leaf_count=406 279 750 387 329 509 290 960
internal_value=0 3.86336e-05 -2.02965e-05 -9.33503e-05 5.53186e-06 -0.000140037 -0.000254353
internal_weight=0 0.00898916 0.00702299 0.00586825 0.00484497 0.00361348 0.00249044
internal_count=3910 3631 3225 2838 2509 2000 1710
is_linear=0
shrinkage=0.00196078


Tree=8560
num_leaves=7
num_cat=0
split_feature=1 42 133 15 15 16
split_gain=1.04329e-05 3.17532e-05 2.5215e-05 2.7111e-05 3.29506e-05 2.77512e-05
threshold=0.12730000000000002 0.091955000000000023 0.065880000000000008 1.0000000180025095e-35 -0.07142999999999998 -0.09601999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0063364817259231876 0.0088048775399783199 -0.017949433599649463 0.01315309406745126 -0.01515615719898078 0.013143070847347513 -0.014675749251268997
leaf_weight=0.001143531295759022 0.0011600879395765222 0.001004454341627728 0.0013817693873070785 0.0012115202981389291 0.0015904396224281818 0.0013957025458489073
leaf_count=235 345 732 887 821 488 402
internal_value=0 -0.00136534 0.00111243 -0.0020025 0.00185638 -0.005213
internal_weight=0 0.00772742 0.00672296 0.00534119 0.00412967 0.00253923
internal_count=3910 3565 2833 1946 1125 637
is_linear=0
shrinkage=0.1


Tree=8561
num_leaves=8
num_cat=0
split_feature=11 48 0 2 52 4 43
split_gain=3.36196e-05 2.71707e-05 0.00010708 5.84697e-05 4.32808e-05 7.42702e-05 4.15476e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.076854999999999993 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00032806858893506921 -0.00034623921269444797 -0.00018206196264817067 0.00060276768279609065 0.00035083231762330383 -0.00045038791390392423 2.3656005791854469e-05 -0.00049550577673053821
leaf_weight=0.001405186921525769 0.0010188023796553073 0.0013914995963594592 0.0012861283867856505 0.0011827393198657879 0.001247497039519113 0.0011634319908837712 0.0012080144672480713
leaf_count=662 279 115 594 421 800 573 466
internal_value=0 2.98188e-05 0.00019491 -4.14013e-05 -0.000133738 -2.91419e-05 -0.000240805
internal_weight=0 0.0088845 0.00267763 0.00620687 0.00502413 0.00377663 0.00237145
internal_count=3910 3631 709 2922 2501 1701 1039
is_linear=0
shrinkage=0.00196078


Tree=8562
num_leaves=7
num_cat=0
split_feature=1 0 133 13 4 3
split_gain=1.11459e-05 3.09932e-05 3.64395e-05 2.54025e-05 3.21279e-05 3.14234e-05
threshold=0.088010000000000019 -0.084074999999999997 1.0000000180025095e-35 -0.0024749999999999993 0.022820000000000003 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=-0.016987539451184221 0.012101037605758482 0.012617882213505306 -0.012240254405756693 -0.01598760235583949 0.016394106127410112 -0.0078052417990364361
leaf_weight=0.001257937987605099 0.0019136963053768509 0.0014271959772489996 0.0010049358851874591 0.0011368372137941871 0.0011197714442748724 0.0010303226213682626
leaf_count=1213 961 536 576 351 179 94
internal_value=0 -0.0042443 0.00234671 0.0029416 -0.00239116 0.00479781
internal_weight=0 0.00369007 0.00243213 0.00520063 0.00328693 0.00215009
internal_count=3910 2325 1112 1585 624 273
is_linear=0
shrinkage=0.1


Tree=8563
num_leaves=7
num_cat=0
split_feature=52 160 4 2 16 0
split_gain=1.02769e-05 3.26162e-05 2.61511e-05 2.27541e-05 7.2889e-05 2.0879e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 0.11005500000000001 -0.078844999999999985 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0055366417649156075 -0.018201224375225384 -0.0017061702307904535 0.013265249347773437 0.011557743595749591 -0.021832398106528577 0.018455091701549364
leaf_weight=0.0013530464430828238 0.0010758141142575067 0.0010327856971477272 0.001632040659477645 0.0014446628621416274 0.001314531774166901 0.0010219019844864567
leaf_count=807 924 198 383 315 478 805
internal_value=0 -0.0024596 0.00474294 0.00105837 -0.00344359 0.00832106
internal_weight=0 0.0058897 0.00298509 0.00481388 0.00336922 0.00205469
internal_count=3910 2720 1190 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=8564
num_leaves=7
num_cat=0
split_feature=15 151 49 0 52 13
split_gain=9.04709e-06 2.28391e-05 3.48498e-05 3.32172e-05 3.70134e-05 7.57276e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.091210000000000013 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.0067847861796370467 0.015275155516051048 -0.017052427619751852 0.015205579020675564 0.0061994356436619082 0.010924494443907948 -0.03015194321040467
leaf_weight=0.0016216192854397607 0.0010292890193005352 0.0010890261063535326 0.0014922260884969668 0.0012769027177167271 0.0013084009081741092 0.0010396922858048503
leaf_count=614 487 262 275 1153 616 503
internal_value=0 0.00147924 -0.00080877 0.00264814 -0.00252112 -0.0101151
internal_weight=0 0.00723554 0.00620625 0.00511722 0.003625 0.0023166
internal_count=3910 3296 2809 2547 2272 1656
is_linear=0
shrinkage=0.1


Tree=8565
num_leaves=6
num_cat=0
split_feature=49 42 3 4 4
split_gain=9.20301e-06 2.95863e-05 2.81476e-05 3.39453e-05 4.0863e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 0.15045000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0059879187641918991 0.013227000749601326 -0.015270868829699375 0.010488452110789668 -0.023137408393650315 0.0038117980118410875
leaf_weight=0.001972746192518476 0.001104930664346462 0.0017381098284291741 0.0017381924397512506 0.0010055558575725384 0.0012774149546736283
leaf_count=529 529 1498 653 363 338
internal_value=0 -0.00176179 -0.00463743 -4.1222e-05 -0.00805823
internal_weight=0 0.0068642 0.00575927 0.00402116 0.00228297
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=8566
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 1
split_gain=2.98798e-05 2.6167e-05 5.90453e-05 7.73446e-05 6.06719e-05 2.29918e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.078844999999999985 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024445560759653269 -0.00032136652333076079 0.00037020246165963557 0.00036285538158431334 -0.00051759032025032068 -0.00024221512346987229 0.00012943983784286227
leaf_weight=0.0011530101385694444 0.0010410798365530086 0.0017040294471916389 0.0019817557541929806 0.0010253932755693003 0.0016916800781212242 0.0010293702569724049
leaf_count=371 304 752 585 462 1129 307
internal_value=0 3.03805e-05 7.30177e-05 -3.23654e-05 8.00724e-05 -0.000101618
internal_weight=0 0.00858524 0.00743223 0.00545047 0.00442508 0.00272105
internal_count=3910 3606 3235 2650 2188 1436
is_linear=0
shrinkage=0.00196078


Tree=8567
num_leaves=6
num_cat=0
split_feature=1 0 13 15 13
split_gain=8.60338e-06 2.87297e-05 1.92061e-05 2.92264e-05 1.90879e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.0024749999999999993 -0.074174999999999977 0.0015650000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=-0.016049704059778409 0.010575407683691203 -0.0048713166532589865 0.0063515654059798227 -0.012707580897764789 0.013145000826146169
leaf_weight=0.0012499681738770553 0.0019038314660685535 0.0014145116152311254 0.0018222769902323625 0.001440670114242708 0.0010065092762333106
leaf_count=1213 961 803 245 379 309
internal_value=0 -0.00373784 0.00259362 -0.00206351 0.00261874
internal_weight=0 0.00367099 0.00516678 0.00326295 0.00242102
internal_count=3910 2325 1585 624 1112
is_linear=0
shrinkage=0.1


Tree=8568
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 0
split_gain=2.73806e-05 2.49479e-05 4.92998e-05 6.76765e-05 5.9962e-05 0.000107363 2.32784e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 -0.13506999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00023215307015749193 -0.00030114511431154591 0.00013164872407650142 0.00033971412270911486 -0.00047891628088001886 -0.00032755452359020513 0.00065833242576147553 -0.00027796194998295609
leaf_weight=0.0011773610238440925 0.0010574245186310604 0.00114137350321238 0.0019850072699140082 0.001011568240464617 0.0010482728620148105 0.0012777143316948731 0.0010014459360425223
leaf_count=371 304 150 585 462 237 836 965
internal_value=0 3.31193e-05 7.49552e-05 -2.09412e-05 8.2727e-05 0.000208464 -5.97827e-05
internal_weight=0 0.00864274 0.00746538 0.00548037 0.00446881 0.00342053 0.00214282
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=8569
num_leaves=7
num_cat=0
split_feature=11 16 2 16 0 4
split_gain=2.69792e-05 2.62635e-05 4.19882e-05 5.54521e-05 2.59922e-05 3.49103e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.07773999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0002456211551920721 -0.00030535846921279019 -0.00016358511505379117 0.00032559030924984432 -0.00035581780999430202 0.00037156153467038204 0.00027366543299171277
leaf_weight=0.001123574317131051 0.0010142879820749144 0.0017707787531117797 0.0019146868965400146 0.0013528665675022642 0.0010319486202927993 0.0011631573935057776
leaf_count=371 304 1589 585 316 504 241
internal_value=0 3.32812e-05 7.66032e-05 -1.30291e-05 0.000103905 9.76263e-06
internal_weight=0 0.00835701 0.00723344 0.00531875 0.00396588 0.00293394
internal_count=3910 3606 3235 2650 2334 1830
is_linear=0
shrinkage=0.00196078


Tree=8570
num_leaves=7
num_cat=0
split_feature=52 160 4 2 16 3
split_gain=9.47984e-06 2.75661e-05 2.26453e-05 1.79885e-05 6.6068e-05 3.18924e-06
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 0.11005500000000001 -0.15168999999999996 -0.078339999999999979
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0050023697729322004 -0.016851247791832016 0.013999951145778497 0.01251036879628571 0.010218916061782482 -0.010635634699140077 -0.018598436429987365
leaf_weight=0.0013525229408360981 0.0010738476430844253 0.0013473865407336639 0.0016260427038804562 0.0014410401144131467 0.0010068985658398548 0.0010050416509447952
leaf_count=807 924 265 383 315 887 329
internal_value=0 -0.00236758 0.00455809 0.000872434 -0.0031369 -0.0146134
internal_weight=0 0.00587421 0.00297857 0.00480037 0.00335933 0.00201194
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=8571
num_leaves=7
num_cat=0
split_feature=15 43 16 0 2 49
split_gain=9.53373e-06 2.00396e-05 3.84404e-05 5.91786e-05 3.91163e-05 3.49261e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.19424999999999998 -0.082604999999999998 0.097360000000000016 -0.0057999999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.0069611978327614359 0.012833869438872089 -0.017093972030776783 0.00078264940097229709 -0.023493172496707293 0.0037568892244865732 0.023830174803987685
leaf_weight=0.0016221341163115367 0.0012870510260321148 0.0011790111925873625 0.0012349212110663763 0.0010192346857635071 0.0010902452710573099 0.0014062237284510188
leaf_count=614 233 268 318 986 509 982
internal_value=0 0.00152311 -0.000931936 0.00307916 -0.00940949 0.0130538
internal_weight=0 0.00721669 0.00592964 0.00475062 0.00210948 0.00264114
internal_count=3910 3296 3063 2795 1495 1300
is_linear=0
shrinkage=0.1


Tree=8572
num_leaves=6
num_cat=0
split_feature=0 43 15 15 47
split_gain=9.61227e-06 3.04183e-05 2.95222e-05 5.34594e-05 5.29933e-05
threshold=-0.017269999999999997 -0.079374999999999987 1.0000000180025095e-35 -0.064869999999999983 0.087235000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013022512715734128 0.006257772915496492 0.010435126506581667 -0.011962313320301073 0.025830537258737268 -0.016859881741070556
leaf_weight=0.0017813887324383956 0.0019056384034360297 0.0017553283883262839 0.0011509458952654733 0.0010304837564263977 0.0011959205280431357
leaf_count=1184 446 588 1132 303 257
internal_value=0 -0.00176368 0.0021439 0.0062214 -0.0006255
internal_weight=0 0.00691407 0.00513268 0.00398173 0.00295125
internal_count=3910 3464 2280 1148 845
is_linear=0
shrinkage=0.1


Tree=8573
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 1
split_gain=2.53468e-05 2.26903e-05 4.51957e-05 7.8303e-05 6.15873e-05 3.01054e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.078844999999999985 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022884014922460984 -0.00029623558606646847 0.00039173260857032423 0.00032930890281607456 -0.00051230302042948718 -0.00025479321457479024 0.00017601155044090136
leaf_weight=0.0011116093532089312 0.00101466361211141 0.0016484809714950098 0.0019263555556895771 0.0010109581493727895 0.0016409577588650422 0.0010059810668287049
leaf_count=371 304 752 585 462 1129 307
internal_value=0 3.19727e-05 7.20574e-05 -2.13316e-05 9.4222e-05 -9.10639e-05
internal_weight=0 0.00834434 0.00723273 0.00530638 0.00429542 0.00264694
internal_count=3910 3606 3235 2650 2188 1436
is_linear=0
shrinkage=0.00196078


Tree=8574
num_leaves=7
num_cat=0
split_feature=11 16 2 43 16 1
split_gain=4.71161e-05 2.86664e-05 3.15098e-05 6.0145e-05 5.11908e-05 4.10756e-05
threshold=0.077330000000000024 -0.42360999999999993 0.106285 0.0033500000000000005 -0.083564999999999987 0.090355000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024681769687704796 -0.00040920555463229533 0.00039597001487268776 0.00029608869633626953 -0.00040542724923849885 -0.00027296194079678526 0.00019110572706939247
leaf_weight=0.0011699611624570718 0.0010068996265637361 0.0015527517885770671 0.0019717286654838302 0.0010900005971955593 0.0014882000791468925 0.0014456148046492721
leaf_count=385 279 558 585 465 1176 462
internal_value=0 3.87704e-05 8.30356e-05 7.70555e-06 0.000108075 -4.42962e-05
internal_weight=0 0.00871826 0.0075483 0.00557657 0.00448657 0.00293381
internal_count=3910 3631 3246 2661 2196 1638
is_linear=0
shrinkage=0.00196078


Tree=8575
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 3
split_gain=8.82689e-06 2.6031e-05 2.34735e-05 3.56187e-05 7.18908e-05 4.28976e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.11561500000000001 -0.10209999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.010047292645574184 -0.0078974246133178098 0.015601397606968926 -0.029861175748189958 0.01089975021116607 -0.014132841010781562 0.011085337587274521
leaf_weight=0.0014547045728945081 0.0012294078346782112 0.0010817946724671935 0.001157408126383287 0.0011741094608032103 0.0012142761115730683 0.0015175329070213858
leaf_count=350 487 456 311 302 1381 623
internal_value=0 0.00123562 -0.00114866 -0.00436529 -0.00897362 -0.000124023
internal_weight=0 0.00759983 0.00651803 0.00506333 0.00388922 0.00273181
internal_count=3910 3423 2967 2617 2315 2004
is_linear=0
shrinkage=0.1


Tree=8576
num_leaves=8
num_cat=0
split_feature=11 49 160 47 49 3 16
split_gain=2.23126e-05 1.85698e-05 3.84618e-05 3.05586e-05 4.66876e-05 4.45373e-05 3.03101e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 0.069910000000000014 0.10436500000000001 1.0000000180025095e-35 -0.069909999999999986 0.0054700000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.00033416694703312407 -0.00026980418934625954 -0.00012986265371028267 0.00016760325203624867 0.00034915549331177026 -0.00036076832580882846 0.00050457669724951687 4.6705401661431675e-05
leaf_weight=0.0013453045776305158 0.0010569531410826371 0.0016618345801801388 0.001042421042923708 0.0013519219096789535 0.0010044418405157386 0.0012079654298580776 0.0010296563640277067
leaf_count=486 304 1418 220 234 715 355 178
internal_value=0 3.20017e-05 -0.000115107 8.81502e-05 1.61954e-05 0.000113296 0.000293884
internal_weight=0 0.00864355 0.00238773 0.00625582 0.0049039 0.00389946 0.00223762
internal_count=3910 3606 706 2900 2666 1951 533
is_linear=0
shrinkage=0.00196078


Tree=8577
num_leaves=7
num_cat=0
split_feature=11 43 52 16 0 12
split_gain=3.18927e-05 2.39831e-05 2.67287e-05 5.83859e-05 7.87918e-05 2.37503e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00041778819050957398 -0.00033176830234419994 -0.00027947839136813516 -0.00033943623232754873 0.00043691600979119783 0.00030901443531906826 4.8000824076816397e-05
leaf_weight=0.0010325246757705729 0.001021420740283289 0.0013615134755445941 0.0019395505002387471 0.0010489186765507323 0.0011461424120909822 0.0018902448835453362
leaf_count=359 304 332 330 215 1034 1336
internal_value=0 3.51242e-05 -4.11933e-05 3.72732e-05 -9.85773e-05 0.000178635
internal_weight=0 0.00841889 0.00549613 0.00413461 0.00308569 0.00292277
internal_count=3910 3606 1911 1579 1364 1695
is_linear=0
shrinkage=0.00196078


Tree=8578
num_leaves=7
num_cat=0
split_feature=4 12 160 2 2 1
split_gain=8.78206e-06 1.65985e-05 2.46335e-05 3.43277e-05 6.20098e-05 3.76849e-05
threshold=0.27608500000000008 -0.023959999999999995 -1.0000000180025095e-35 0.090815000000000021 0.10648500000000001 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.012843186668381157 0.007472897062683114 -0.012168406395116616 0.0014479994858301716 -0.020205273788483795 0.011188895939753422 0.025477265860049492
leaf_weight=0.0010782931511550062 0.0013236176852601056 0.0012293677282415759 0.0015711064792028873 0.0012838569094236793 0.0012337850074398071 0.0011164451706907384
leaf_count=312 441 1031 1108 463 367 188
internal_value=0 -0.00136103 0.00056313 0.00357008 -0.00482038 0.0114301
internal_weight=0 0.00751285 0.00643456 0.00520519 0.00251764 0.00268755
internal_count=3910 3469 3157 2126 830 1296
is_linear=0
shrinkage=0.1


Tree=8579
num_leaves=8
num_cat=0
split_feature=12 52 47 48 4 43 2
split_gain=8.8879e-06 2.48458e-05 3.49634e-05 3.44798e-05 4.6181e-05 2.71073e-05 1.89858e-05
threshold=0.10371500000000002 -0.11271999999999999 0.09252500000000001 0.087500000000000008 -0.060264999999999992 -0.0037249999999999996 0.091525000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=-0.012840899467050901 -0.0087209481641711446 -0.011414455998174139 -0.01232788639012195 -0.008283506981741141 0.011684475206438774 0.011276264842753493 0.030200720703841184
leaf_weight=0.001094435452712865 0.0010389711246257373 0.001019819206444288 0.0011651914836141707 0.0011971326119171663 0.0011034415548834659 0.0010883655508860119 0.0011116345718045039
leaf_count=594 441 770 267 294 601 448 495
internal_value=0 0.00112634 0.00341279 0.00673518 0.0108939 0.000299792 0.0209768
internal_weight=0 0.00778002 0.00668558 0.00552039 0.00432326 0.00210818 0.00221508
internal_count=3910 3469 2875 2608 2314 1218 1096
is_linear=0
shrinkage=0.1


Tree=8580
num_leaves=7
num_cat=0
split_feature=42 51 12 0 2 16
split_gain=1.34594e-05 4.38589e-05 4.94599e-05 5.42657e-05 3.16826e-05 3.33611e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.098845000000000016 -0.074249999999999997 0.082715000000000025 -0.19424999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00021424161589073739 -0.00031543811609939049 -0.00026587725661390572 -0.0003157206764279806 0.00045637544129463166 -0.00010657638218947197 0.00029185403135363716
leaf_weight=0.0010475243196688714 0.0012580441542408621 0.0010208776490709484 0.0010254945519784934 0.0016233409051168556 0.0013677077095586815 0.0019742600260114866
leaf_count=440 585 510 413 515 286 1161
internal_value=0 2.16755e-05 8.21608e-05 0.000150322 3.64446e-05 0.000128796
internal_weight=0 0.00826972 0.00701168 0.00598619 0.00436285 0.00334197
internal_count=3910 3470 2885 2472 1957 1447
is_linear=0
shrinkage=0.00196078


Tree=8581
num_leaves=6
num_cat=0
split_feature=0 52 150 2 3
split_gain=9.21429e-06 2.93104e-05 2.58802e-05 4.17254e-05 4.45334e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 0.10679500000000001 -0.00088499999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.016431773494624366 0.0061233255983057641 -0.0049282732243352469 0.014347700012546184 -0.015858301186596088 0.019886349921070037
leaf_weight=0.0011336865271630971 0.0019054370368904285 0.0019164828942075645 0.0011824625764466539 0.0015101514912608323 0.0011615546146455523
leaf_count=597 446 1880 403 417 167
internal_value=0 -0.00173183 0.00115608 -0.00224365 0.00443599
internal_weight=0 0.00690434 0.00577065 0.00458819 0.00307804
internal_count=3910 3464 2867 2464 2047
is_linear=0
shrinkage=0.1


Tree=8582
num_leaves=8
num_cat=0
split_feature=43 52 52 16 0 48 16
split_gain=9.51134e-06 2.47989e-05 2.26107e-05 4.6488e-05 3.47315e-05 2.12961e-05 1.86026e-05
threshold=-0.053009999999999995 -0.088779999999999984 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 0.084260000000000015 -0.071799999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=0.01667649592935519 -0.013708423567468734 0.0072756082447878847 -0.022925425479005987 0.019203903019713347 0.0086029060449077151 -0.0024663561564452017 -0.011756245047369152
leaf_weight=0.0010778517020757694 0.0013612124532162801 0.0010479416006258929 0.0010321846301218007 0.0010648124311573534 0.0012009172739335912 0.0010033384935247676 0.0010072042356853335
leaf_count=477 430 638 257 236 1062 127 683
internal_value=0 0.00439141 -0.0024756 0.00107924 -0.00488391 -0.0128409 -0.00205169
internal_weight=0 0.003133 0.00566247 0.00430125 0.00323644 0.00203552 0.00205515
internal_count=3910 1798 2112 1682 1446 384 1321
is_linear=0
shrinkage=0.1


Tree=8583
num_leaves=8
num_cat=0
split_feature=15 16 52 4 15 15 48
split_gain=9.3168e-06 5.61236e-05 3.74915e-05 5.01194e-05 3.72358e-05 3.72385e-05 2.39267e-05
threshold=-0.16430499999999995 -0.30307999999999996 0.10433000000000002 -0.17479499999999998 -0.017214999999999998 0.079360000000000014 0.08407000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.0082126770273867229 -0.022911921131238133 -0.02085057089678858 0.019801528097536644 -0.017227707836598324 0.025912656708238471 0.00032665409736210683 0.0036631357877766196
leaf_weight=0.0011868109956087542 0.0010386374329431113 0.0010451523066211362 0.001012547804448696 0.0010005629670862067 0.0010789568997801667 0.0012031462018502134 0.0012127361026550245
leaf_count=445 304 262 542 572 349 1032 404
internal_value=0 -0.00131492 0.00210811 -0.0011254 0.00346057 0.0124235 -0.00578096
internal_weight=0 0.00759174 0.0065531 0.00554055 0.0044954 0.0022821 0.0022133
internal_count=3910 3465 3161 2619 2357 1381 976
is_linear=0
shrinkage=0.1


Tree=8584
num_leaves=6
num_cat=0
split_feature=4 4 1 3 3
split_gain=9.50854e-06 1.66267e-05 2.75104e-05 3.64385e-05 8.46738e-05
threshold=0.27020000000000005 0.097045000000000006 0.095575000000000007 -0.082139999999999977 0.084925000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0070852964486906624 0.0074536710792313752 -0.011937743775840016 0.01085569641244437 -0.032849050606576578 0.0047334412068970703
leaf_weight=0.0017855917732805793 0.0014238639710118985 0.001258502737463983 0.0018511007041061593 0.0010663611385887328 0.0013692431686381167
leaf_count=1364 472 228 642 1054 150
internal_value=0 -0.00147664 0.000691454 -0.00376582 -0.011721
internal_weight=0 0.0073308 0.0060723 0.0042212 0.0024356
internal_count=3910 3438 3210 2568 1204
is_linear=0
shrinkage=0.1


Tree=8585
num_leaves=8
num_cat=0
split_feature=11 16 2 43 0 12 2
split_gain=3.04763e-05 2.56225e-05 4.98758e-05 7.13748e-05 7.16888e-05 0.000101519 2.02322e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.053834999999999994 0.088325000000000015 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00024465764081564936 -0.00032632437058528345 0.00014987042065744938 0.00033873890661726043 -0.00049468014572466329 -0.0003642525105803951 0.00065671873467418763 -0.00023098758036889337
leaf_weight=0.0011422643872733137 0.0010413396232822779 0.0010675103062728918 0.0019658284492825116 0.0010149898295198755 0.0010606983971051167 0.0012776519530930956 0.0010775796090956753
leaf_count=371 304 529 585 462 237 836 586
internal_value=0 2.88293e-05 7.06814e-05 -2.5156e-05 8.11378e-05 0.000219163 -4.14525e-05
internal_weight=0 0.00860652 0.00746426 0.00549843 0.00448344 0.00342274 0.00214509
internal_count=3910 3606 3235 2650 2188 1951 1115
is_linear=0
shrinkage=0.00196078


Tree=8586
num_leaves=6
num_cat=0
split_feature=160 42 151 160 1
split_gain=1.05563e-05 2.17147e-05 2.26682e-05 3.85759e-05 5.41836e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0066181399351563893 -0.010169681395256472 -0.0082997286762522826 0.0010818777164022457 -0.0088484780165369314 0.026350110444830419
leaf_weight=0.0019041474387823864 0.0012411850235818167 0.0011171429405116328 0.00182466193921424 0.0010804504070527159 0.0015864867556904672
leaf_count=1218 882 364 673 343 430
internal_value=0 0.00179905 0.00444767 0.00761818 0.0128338
internal_weight=0 0.00684993 0.00560874 0.0044916 0.00341115
internal_count=3910 2692 1810 1446 1103
is_linear=0
shrinkage=0.1


Tree=8587
num_leaves=7
num_cat=0
split_feature=52 0 1 49 3 12
split_gain=9.37114e-06 2.15818e-05 4.90009e-05 3.54297e-05 4.69898e-05 4.43567e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 -0.065249999999999989 0.076695000000000013 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.01171000141515257 -0.0084377745572363199 0.011434404847838904 -0.015125511033939984 -0.013717641090564104 0.027481307229387089 0.015419558443570507
leaf_weight=0.0010147058186878201 0.0011504130759115543 0.0016324233384493762 0.0018371934737558817 0.0010171785190826801 0.0010138561090812879 0.0010742727463121243
leaf_count=250 647 378 429 801 128 1277
internal_value=0 0.00124758 -0.00154386 0.00451246 0.0098134 0.00124866
internal_weight=0 0.00758963 0.00595721 0.00412001 0.00310531 0.00209145
internal_count=3910 3263 2885 2456 2206 2078
is_linear=0
shrinkage=0.1


Tree=8588
num_leaves=6
num_cat=0
split_feature=43 3 4 13 0
split_gain=1.02275e-05 2.2798e-05 2.03207e-05 2.55844e-05 5.52738e-05
threshold=-0.053009999999999995 -0.075954999999999981 -0.23071499999999998 -0.0041499999999999983 -0.14867499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0022439400037761047 -0.014794646620531222 0.015312769118646425 -0.01021800617888542 -0.0041988464855824562 0.024284872904839619
leaf_weight=0.0019053773108779347 0.0010952278693227421 0.0012088798889079966 0.0015115851397115524 0.0019531127262324118 0.0010462216712126132
leaf_count=1248 236 550 1298 221 357
internal_value=0 0.00457115 -0.00257616 0.00039042 0.00573679
internal_weight=0 0.00311426 0.00560615 0.00451092 0.00299933
internal_count=3910 1798 2112 1876 578
is_linear=0
shrinkage=0.1


Tree=8589
num_leaves=7
num_cat=0
split_feature=11 2 1 49 0 16
split_gain=1.84304e-05 2.52295e-05 3.09684e-05 2.7665e-05 3.47442e-05 4.52255e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.047309999999999998 -0.11756999999999999 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.00027252623454103079 -0.00025114803988377356 0.00037304685342818736 0.00010042833608730047 -0.00019107349826127861 0.0004971490596821002 -7.2813731901050626e-05
leaf_weight=0.0018615620583672533 0.0010232664678884304 0.0012253783252189833 0.0015846378517345285 0.00154628576571988 0.0010074251361928057 0.0011419631592391323
leaf_count=1553 304 268 455 248 778 304
internal_value=0 2.76288e-05 -0.000101034 0.000117731 3.30753e-05 0.00019433
internal_weight=0 0.00836725 0.0034462 0.00492105 0.00369567 0.00214939
internal_count=3910 3606 2008 1598 1330 1082
is_linear=0
shrinkage=0.00196078


Tree=8590
num_leaves=8
num_cat=0
split_feature=43 133 16 4 48 3 13
split_gain=3.26149e-05 4.34954e-05 6.83593e-05 3.92372e-05 3.4612e-05 2.87591e-05 3.91889e-05
threshold=-0.053009999999999995 -0.0056849999999999991 -0.029944999999999996 -0.06272999999999998 0.084905000000000022 -0.075954999999999981 -0.028919999999999998
decision_type=2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00027201537489067847 -0.00045065513181579705 0.00038682323179497168 -0.00055545613020274178 -1.402611244815393e-05 -2.5825661185019794e-05 0.00037130846023546746 0.0002641501273105827
leaf_weight=0.0010051143965090401 0.0010392677579339673 0.0014957370523910091 0.0010446092525313606 0.0010142532724887838 0.0016365620314552349 0.0013879371278080893 0.0010952011820127921
leaf_count=779 908 541 272 191 200 550 469
internal_value=0 -8.45032e-05 -1.11998e-05 -0.000288733 0.000171223 0.000152295 7.56599e-06
internal_weight=0 0.00623043 0.00519116 0.00205886 0.0031323 0.00348825 0.00210032
internal_count=3910 2112 1204 463 741 1798 1248
is_linear=0
shrinkage=0.00196078


Tree=8591
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=2.73809e-05 3.18781e-05 8.37493e-05 3.79731e-05 3.08599e-05 4.67408e-05 7.05304e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.074254999999999988 -0.091229999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.0001525389048828987 -0.00030599612479013726 -0.0001278282814653761 0.00058178276483154888 0.00027410333366946206 7.5421877139221318e-05 -3.7623678592741102e-06 -0.0007058536760724954
leaf_weight=0.0011568422015076872 0.0010341785551214846 0.0013254444892629343 0.0012354785229836711 0.0011345167660845173 0.0013237779382028179 0.0010000276009932672 0.0012227191947955008
leaf_count=438 304 114 591 421 792 215 1035
internal_value=0 3.21245e-05 0.000214513 -4.78843e-05 -0.000125552 -0.000216263 -0.000389978
internal_weight=0 0.00839881 0.00256092 0.00583788 0.00470337 0.00354652 0.00222275
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=8592
num_leaves=6
num_cat=0
split_feature=51 457 1 4 3
split_gain=1.00127e-05 2.77181e-05 2.88937e-05 4.69152e-05 3.09767e-05
threshold=-0.07742499999999998 0.082870000000000013 0.11183500000000002 -1.0000000180025095e-35 -0.040669999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0072084533842527165 -0.0052918357273106882 0.016442742571429685 0.010562409583050922 -0.018688613447150445 0.016271311530927025
leaf_weight=0.0015884378856016916 0.0018316654759507173 0.0010661647535409871 0.0015885187422590864 0.0016281532894775025 0.0010470332449566333
leaf_count=667 1754 259 489 601 140
internal_value=0 0.00156741 -0.00103449 -0.00512202 0.00255106
internal_weight=0 0.00716154 0.00609537 0.00450685 0.0028787
internal_count=3910 3243 2984 2495 1894
is_linear=0
shrinkage=0.1


Tree=8593
num_leaves=7
num_cat=0
split_feature=47 16 12 52 1 0
split_gain=2.33505e-05 4.24885e-05 4.22699e-05 5.34048e-05 5.15868e-05 7.81519e-05
threshold=0.11669500000000001 -0.25582999999999995 0.098355000000000012 0.091210000000000013 0.094485000000000013 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00027963674760843104 -0.00028580119291134008 0.00019414529023526185 -0.00040626916968096482 0.00041744346524376515 0.0002224246533338783 -0.00047485453442074109
leaf_weight=0.0019849723676732666 0.0010171392774723708 0.0010661324156466499 0.0010603499040990885 0.0010561741379413962 0.0014888951100726394 0.0018129988326134592
leaf_count=512 179 138 493 540 481 1567
internal_value=0 2.86223e-05 -4.82152e-05 2.1779e-05 -7.38913e-05 -0.000227126
internal_weight=0 0.00846952 0.00648455 0.0054242 0.00436803 0.00287913
internal_count=3910 3731 3219 2726 2186 1705
is_linear=0
shrinkage=0.00196078


Tree=8594
num_leaves=8
num_cat=0
split_feature=47 43 16 16 150 16 3
split_gain=1.88045e-05 3.8504e-05 4.56488e-05 3.84902e-05 3.21471e-05 3.50618e-05 3.28554e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15100500000000003 -0.00083999999999999993 0.083205000000000015 -0.083564999999999987 -0.077689999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00035108075221752891 -0.00025895934780242684 0.00027178165527466734 -0.00033911744085607246 0.00038085168567588589 0.00025507106919330164 -0.00042257786049206496 -0.00018836048056316751
leaf_weight=0.0011901987194876404 0.0010088030632157277 0.0010336901404468884 0.0014605495201344132 0.0010895685763699361 0.0011541929446251911 0.0010472786188133769 0.0014109126066675056
leaf_count=261 179 622 504 451 397 1069 427
internal_value=0 2.439e-05 -2.96423e-05 4.91639e-05 -2.86215e-05 -0.000122392 6.20871e-06
internal_weight=0 0.00838639 0.00719619 0.00573564 0.00464607 0.00349188 0.0024446
internal_count=3910 3731 3470 2966 2515 2118 1049
is_linear=0
shrinkage=0.00196078


Tree=8595
num_leaves=8
num_cat=0
split_feature=43 42 0 52 12 0 4
split_gain=9.1991e-06 2.14555e-05 3.55191e-05 2.05882e-05 4.49862e-05 3.10427e-05 1.1308e-07
threshold=-0.053009999999999995 -1.0000000180025095e-35 -0.070894999999999986 -0.074484999999999982 0.088375000000000023 -0.10462499999999998 0.17888000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.0077064590595059632 -0.013165962912093871 -0.0027263959630026359 0.023134074887880291 -0.0011292738697482789 -0.016141642727261072 0.020310373204156001 0.000374495201853629
leaf_weight=0.0010078085618678108 0.0013598323555136958 0.0010784216323349721 0.0010465207316766208 0.0010000064256032296 0.0011304073063269178 0.0011379901449779586 0.0010002324903039717
leaf_count=495 430 967 336 177 742 596 167
internal_value=0 0.00431041 0.0100097 -0.00245037 0.000963229 0.0071245 -0.000377304
internal_weight=0 0.00313275 0.00212494 0.00562847 0.00426864 0.00313823 0.00200024
internal_count=3910 1798 1303 2112 1682 940 344
is_linear=0
shrinkage=0.1


Tree=8596
num_leaves=7
num_cat=0
split_feature=11 13 39 16 3 0
split_gain=2.45859e-05 2.19756e-05 5.62353e-05 4.5901e-05 3.31198e-05 8.51999e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.088024999999999978 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00022421469962771395 -0.00028872720863248473 -0.0004181037907858794 0.00039185208304146855 0.00030892099406165419 0.0001667561699079308 -0.00048371192605711961
leaf_weight=0.0018167196481465586 0.0010227444075698857 0.0013184872454004735 0.0010722417989494411 0.0010188521227335969 0.0019106441606864307 0.0013015890694637326
leaf_count=389 304 230 387 573 193 1834
internal_value=0 3.31803e-05 -1.92307e-05 -9.86566e-05 8.89218e-07 -9.68119e-05
internal_weight=0 0.00843853 0.00662181 0.00554957 0.00423109 0.00321223
internal_count=3910 3606 3217 2830 2600 2027
is_linear=0
shrinkage=0.00196078


Tree=8597
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=9.52735e-06 1.52273e-05 3.81688e-05 3.87479e-05 4.24344e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.089864999999999987 0.022165000000000004 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.008102044280648554 0.0074524237718340061 -0.015846335414640009 0.013627573466795745 0.0051363306269451561 -0.020875037849870257
leaf_weight=0.0013517406223755744 0.0014249119477085063 0.0017956481395152452 0.0016303894062019608 0.0014516001094562845 0.0011043051262682867
leaf_count=561 472 676 1432 383 386
internal_value=0 -0.00148368 -0.00364977 0.00158177 -0.00610215
internal_weight=0 0.00733368 0.00598194 0.00418629 0.00255591
internal_count=3910 3438 2877 2201 769
is_linear=0
shrinkage=0.1


Tree=8598
num_leaves=6
num_cat=0
split_feature=160 49 4 13 4
split_gain=1.00211e-05 2.27734e-05 2.50438e-05 5.13783e-05 6.11101e-05
threshold=-1.0000000180025095e-35 -0.081629999999999994 0.24280000000000004 0.0024700000000000004 -0.0021099999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0064509155831538063 0.0150886576663896 0.014403224676874007 0.011614801481099606 -0.02247522182270914 -0.012771438712729606
leaf_weight=0.0019008718430469865 0.0010791923308659558 0.0018172046814020062 0.0012773009631931818 0.0011508480060883576 0.0015194877277615194
leaf_count=1218 219 1239 368 480 386
internal_value=0 0.00175644 -0.000739379 -0.00425578 0.00202822
internal_weight=0 0.00684403 0.00576484 0.00448754 0.00333669
internal_count=3910 2692 2473 2105 1625
is_linear=0
shrinkage=0.1


Tree=8599
num_leaves=8
num_cat=0
split_feature=11 3 47 4 4 2 3
split_gain=2.15439e-05 2.3235e-05 2.44646e-05 2.67091e-05 4.12351e-05 3.46896e-05 4.73353e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.0057500000000000008 -0.077679999999999985 0.11203000000000002 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=0.00029565048477612382 -0.00027126047448384002 0.00015457782038622134 -9.7907805541801987e-05 0.00049069460042406535 -0.00029153001252744666 -2.174788655922914e-05 -0.00028684897096156389
leaf_weight=0.001102534221044461 0.0010212186891905587 0.0017346374320081738 0.0010235659757311844 0.0010260116436085929 0.0014731331007496145 0.0010057452970088196 0.0010156281250922844
leaf_count=222 304 931 392 411 1234 305 111
internal_value=0 3.03865e-05 -9.79396e-06 6.11237e-05 -5.02923e-05 0.000237029 -0.000192011
internal_weight=0 0.00838126 0.00727872 0.00523953 0.00320777 0.00203176 0.00203919
internal_count=3910 3606 3384 2881 2165 716 503
is_linear=0
shrinkage=0.00196078


Tree=8600
num_leaves=6
num_cat=0
split_feature=43 3 4 15 1
split_gain=8.85357e-06 2.30297e-05 2.02705e-05 6.36582e-05 3.77546e-05
threshold=-0.053009999999999995 -0.075954999999999981 0.0057500000000000008 -0.095799999999999982 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0025939897925186558 0.0013767033659684662 0.015029426717783251 -0.0089600309491237717 0.021747607605752117 -0.022067116439832751
leaf_weight=0.0019116698750033267 0.0016531306969146528 0.0012113539565106351 0.0016441094599674389 0.0011454077486539105 0.001175315330453397
leaf_count=1248 916 550 375 257 564
internal_value=0 0.00424176 -0.00239969 0.00364888 -0.008365
internal_weight=0 0.00312302 0.00561796 0.00278952 0.00282845
internal_count=3910 1798 2112 632 1480
is_linear=0
shrinkage=0.1


Tree=8601
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 3
split_gain=8.75192e-06 2.18724e-05 2.16926e-05 3.14567e-05 6.54151e-05 2.26042e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 -0.106555 -0.092424999999999993 -0.015794999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.013058905842838987 -0.0078394706576577992 0.013981115886044893 0.014289797694539905 -0.024248025476264392 0.013610174889164169 -0.0049976383794277457
leaf_weight=0.0012136047964618714 0.0012307552425118813 0.0011449899394416017 0.0014491215127720469 0.0010472158928381222 0.001459673953437796 0.0011810367001789603
leaf_count=506 843 311 386 393 1233 238
internal_value=0 0.00125922 -0.00103448 0.00180624 -0.003099 0.00528798
internal_weight=0 0.00749564 0.00635065 0.00513705 0.00368793 0.00264071
internal_count=3910 3067 2756 2250 1864 1471
is_linear=0
shrinkage=0.1


Tree=8602
num_leaves=7
num_cat=0
split_feature=1 0 2 4 2 1
split_gain=1.10449e-05 2.09083e-05 1.4509e-05 2.13529e-05 3.62351e-05 3.21249e-05
threshold=0.076710000000000014 0.047345000000000005 0.11462500000000002 0.0057500000000000008 0.084235000000000018 0.10801000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.013085615159422428 0.0053897304650807444 0.0044044242261835698 0.011165809654143544 0.01941508310571545 -0.021292718861265731 -0.0037116746175156704
leaf_weight=0.00152479389774382 0.0010167536227279415 0.0012387936698219769 0.0014345182291237626 0.0010246149772757936 0.0010190627165268449 0.0014515417919721892
leaf_count=1913 679 95 413 203 368 239
internal_value=0 -0.00524561 0.0024055 -0.000379713 -0.00796663 0.005858
internal_weight=0 0.00276359 0.00594649 0.00451197 0.00203582 0.00247616
internal_count=3910 2008 1902 1489 1047 442
is_linear=0
shrinkage=0.1


Tree=8603
num_leaves=8
num_cat=0
split_feature=11 3 12 52 15 47 16
split_gain=2.46791e-05 2.25267e-05 2.40592e-05 4.00641e-05 3.94524e-05 4.85283e-05 2.89929e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.086935000000000012 0.067395000000000024 -0.017214999999999998 0.083310000000000009 -0.014099999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.000295174857669743 -0.0002876480489255749 5.1543572723755314e-05 -0.00041091119408136315 0.00036615692479267443 0.0002585531060064288 -0.00049929367862533512 3.4615957698424924e-05
leaf_weight=0.0011044257007944624 0.0010281507393096129 0.0015216026056512548 0.0010546521695696033 0.0013025753769384711 0.0012118471395290535 0.0010319229776017476 0.0012011326265136484
leaf_count=222 304 595 1133 442 457 158 599
internal_value=0 3.4133e-05 -5.2323e-06 6.97462e-05 -3.27928e-05 -0.000171059 -0.000173682
internal_weight=0 0.00842816 0.00732373 0.00506795 0.00376537 0.00255353 0.00225578
internal_count=3910 3606 3384 1652 1210 753 1732
is_linear=0
shrinkage=0.00196078


Tree=8604
num_leaves=6
num_cat=0
split_feature=49 42 2 3 16
split_gain=1.01107e-05 2.85714e-05 3.04002e-05 3.63277e-05 2.33673e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 -0.010319999999999998 -0.072359999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0063327470374188776 0.012993170252400666 -0.014813213701679344 0.012524158263957903 0.0032846379669000461 -0.017302973504611997
leaf_weight=0.0019455723196032167 0.0010885515609875144 0.001949101853502212 0.0015157110686559571 0.0010453226048496558 0.0011665673785593046
leaf_count=529 529 1155 1293 200 204
internal_value=0 -0.00184728 -0.00469305 0.000598623 -0.00757342
internal_weight=0 0.00676525 0.0056767 0.0037276 0.00221189
internal_count=3910 3381 2852 1697 404
is_linear=0
shrinkage=0.1


Tree=8605
num_leaves=6
num_cat=0
split_feature=1 0 48 0 3
split_gain=1.01202e-05 1.77988e-05 1.44078e-05 3.16336e-05 3.83815e-05
threshold=0.076710000000000014 0.047345000000000005 0.086215000000000014 -0.15291499999999997 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.01226088423295694 0.020579261638403699 0.0038777665758137551 -0.0048629853162856958 0.012443826746440172 -0.010296888548147752
leaf_weight=0.0015228173518540445 0.0010542840522121217 0.0012396832042636814 0.0019033259550128067 0.0014041110374447912 0.0015743727064380605
leaf_count=1913 202 95 405 749 546
internal_value=0 -0.0050186 0.00230824 0.00569281 0.000423495
internal_weight=0 0.0027625 0.00593609 0.00403277 0.00297848
internal_count=3910 2008 1902 1497 1295
is_linear=0
shrinkage=0.1


Tree=8606
num_leaves=6
num_cat=0
split_feature=52 13 43 3 15
split_gain=1.05076e-05 2.38662e-05 2.83125e-05 4.54444e-05 2.50742e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.062599999999999989 -0.075679999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.010834321691342345 -0.0089364460400334512 -0.0052229086163853014 -0.0017815925898866691 0.022011503500390685 -0.020775583945154739
leaf_weight=0.0019594946177801283 0.0011463431993482204 0.0015152089438633439 0.0019619504372520619 0.0010286371430144954 0.001076287291188107
leaf_count=406 647 978 523 363 993
internal_value=0 0.0013395 -0.00199349 0.00578968 -0.00851016
internal_weight=0 0.00754158 0.00558208 0.00254385 0.00303824
internal_count=3910 3263 2857 1341 1516
is_linear=0
shrinkage=0.1


Tree=8607
num_leaves=7
num_cat=0
split_feature=42 0 51 13 15 0
split_gain=9.76507e-06 1.77325e-05 3.66379e-05 2.6564e-05 3.90545e-05 2.42762e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 -0.094679999999999986 -0.074174999999999977 -0.15517999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.018307202105780216 -0.0083073263545788024 0.010683962191020939 0.016234623357361682 -0.00309761181413087 -0.013166922644546657 0.018350576086704547
leaf_weight=0.0010318342912894731 0.0012202459861279796 0.0015968894672981505 0.0010843697966920773 0.0010744722267970767 0.0016304025738138272 0.0010370520368350247
leaf_count=415 843 364 307 100 1258 623
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internal_weight=0 0.00745502 0.00585813 0.0048263 0.00374193 0.00211152
internal_count=3910 3067 2703 2288 1981 723
is_linear=0
shrinkage=0.1


Tree=8608
num_leaves=8
num_cat=0
split_feature=12 16 52 2 13 3 12
split_gain=1.09207e-05 2.06369e-05 2.56256e-05 3.05297e-05 3.6348e-05 2.171e-05 1.54784e-05
threshold=0.10371500000000002 -0.42360999999999993 -0.11271999999999999 0.086650000000000019 -0.0064299999999999991 0.088060000000000013 0.080120000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.010013394962763227 -0.0096621436344464882 -0.010390308083804924 0.0055879665285668307 0.02847333803479983 0.01578779845503624 -0.0044282853007114971 -0.011633007667395225
leaf_weight=0.0013322038885566889 0.0010330387418371898 0.0010728131559728966 0.0010734884023461374 0.0010069156748085764 0.0010347896829670158 0.0010915665218338205 0.0010158179384628986
leaf_count=395 441 594 206 847 295 117 1015
internal_value=0 0.00129377 0.00368655 0.00657819 0.0128216 0.00540986 -0.00278485
internal_weight=0 0.0076276 0.00629539 0.00522258 0.00313327 0.00212636 0.00208931
internal_count=3910 3469 3074 2480 1259 412 1221
is_linear=0
shrinkage=0.1


Tree=8609
num_leaves=7
num_cat=0
split_feature=1 4 150 16 15 16
split_gain=1.14743e-05 1.48341e-05 1.40097e-05 3.14971e-05 2.30456e-05 3.6897e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 -0.27337499999999998 -0.017214999999999998 -0.029944999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.00080336558924340028 -0.015150603546596029 -0.014128535070415921 0.011691940571309737 0.010929427373072703 0.013759219907990231 -0.01606629884599757
leaf_weight=0.0016144636330108549 0.0010684453917845721 0.0011316905657461219 0.0012888601494421064 0.0010145396759407071 0.0015166818530347372 0.0010106337555339873
leaf_count=454 280 1554 362 218 753 289
internal_value=0 -0.00535007 0.00247514 -0.00010152 0.00443823 -0.0025424
internal_weight=0 0.00274615 0.00589916 0.0046103 0.00354186 0.00202517
internal_count=3910 2008 1902 1540 1260 507
is_linear=0
shrinkage=0.1


Tree=8610
num_leaves=6
num_cat=0
split_feature=51 1 13 2 4
split_gain=1.14413e-05 2.17083e-05 2.77412e-05 5.20681e-05 3.26046e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.0038299999999999996 0.097360000000000016 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
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leaf_value=0.0087799096866035455 -0.024165297377059733 0.010096722650296906 -0.006574390763003396 0.0036986164495594097 0.013370312502653182
leaf_weight=0.0012640862647183048 0.0014843530868613949 0.001320850387686044 0.0018968569455084495 0.001223353327092699 0.0014432988014710523
leaf_count=515 1720 451 639 383 202
internal_value=0 -0.00151752 -0.00405407 -0.0115763 0.00204382
internal_weight=0 0.00736871 0.00604786 0.00270771 0.00334016
internal_count=3910 3395 2944 2103 841
is_linear=0
shrinkage=0.1


Tree=8611
num_leaves=6
num_cat=0
split_feature=51 484 15 15 15
split_gain=1.0526e-05 2.84331e-05 2.36074e-05 2.57939e-05 2.63347e-05
threshold=0.08955500000000001 0.073820000000000011 0.041585000000000004 -0.031229999999999997 -0.10192499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0078163112478969992 -0.0086686562052236855 0.016584511700457907 0.0092672249845196421 -0.013792136629790862 0.011442000182256856
leaf_weight=0.0015000046919852728 0.0012072312991298307 0.0010573531061409984 0.0016262430928267188 0.0018798378735251304 0.0013482990560827583
leaf_count=531 487 456 1257 459 720
internal_value=0 0.00140078 -0.00112576 -0.00470042 0.00129998
internal_weight=0 0.00741174 0.00635438 0.00472814 0.0028483
internal_count=3910 3423 2967 1710 1251
is_linear=0
shrinkage=0.1


Tree=8612
num_leaves=6
num_cat=0
split_feature=12 160 15 2 43
split_gain=9.51378e-06 1.57954e-05 2.49298e-05 3.70846e-05 3.73379e-05
threshold=0.10371500000000002 0.087825000000000014 -0.10192499999999999 0.10113500000000002 -0.0037249999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0073916853330912736 -0.0090437505149994265 -0.010252786506892386 0.0017528007625706903 -0.0078260854372573102 0.022252056608389796
leaf_weight=0.0016989946999341927 0.0010264454529329324 0.0010368762702266509 0.001784538273896543 0.0012915668866107476 0.0017696533765576812
leaf_count=545 441 396 1404 476 648
internal_value=0 0.00121467 0.00303144 0.00668594 0.0119595
internal_weight=0 0.00758163 0.00654475 0.00484576 0.00355419
internal_count=3910 3469 3073 2528 2052
is_linear=0
shrinkage=0.1


Tree=8613
num_leaves=6
num_cat=0
split_feature=52 160 4 12 52
split_gain=9.41592e-06 2.88906e-05 1.98987e-05 1.79996e-05 3.95744e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 0.092365000000000017 0.071660000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
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leaf_value=-0.0044237308865494231 -0.017370013746116058 -0.0045804986007662628 0.012244765980387987 -0.0081876659332665042 0.017837825392209957
leaf_weight=0.0013160953421277374 0.001047171977523271 0.0018033060731641546 0.0015712337509307499 0.0014606653451483941 0.0013977618328386713
leaf_count=807 924 634 383 581 581
internal_value=0 -0.00236049 0.00464697 0.00101112 0.00520857
internal_weight=0 0.00570891 0.00288733 0.00466173 0.00320107
internal_count=3910 2720 1190 1796 1215
is_linear=0
shrinkage=0.1


Tree=8614
num_leaves=7
num_cat=0
split_feature=11 43 3 12 0 15
split_gain=2.19803e-05 2.23985e-05 3.0848e-05 2.42389e-05 2.36352e-05 2.97797e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 -0.055684999999999991 0.051320000000000005 -0.10462499999999998 -0.092459999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 -7
leaf_value=0.00041441906808372222 -0.00027613725613996566 -0.00034614298409483451 -0.00023616951348187981 3.7852759617857435e-05 0.00023696944318626626 0.00017103132167604467
leaf_weight=0.0010129722760181437 0.0010061543711744501 0.0010467705441720189 0.0017207180873636142 0.0018711185391047454 0.0014128142708121436 0.0011533023617454974
leaf_count=359 304 1184 213 1336 337 177
internal_value=0 3.09032e-05 -4.43731e-05 0.000170113 2.93138e-05 -7.27658e-05
internal_weight=0 0.0082177 0.00533361 0.00288409 0.00428683 0.00287402
internal_count=3910 3606 1911 1695 727 390
is_linear=0
shrinkage=0.00196078


Tree=8615
num_leaves=7
num_cat=0
split_feature=11 2 1 52 2 52
split_gain=2.30636e-05 2.0907e-05 3.23603e-05 3.08173e-05 3.06505e-05 2.70997e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.090355000000000005 -0.048794999999999991 0.10393500000000001 0.10062000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.00030580871743827971 -0.00028503129567585439 0.00033103936262067056 8.0636006834038237e-05 0.00024937822755958042 -0.0003755721222020682 7.9855599661525202e-05
leaf_weight=0.0014822081138081799 0.0010050808827303673 0.001638050328197639 0.0019023480535891361 0.0011927134010675448 0.0010027182788258037 0.0010065889935638559
leaf_count=1336 304 571 672 513 294 220
internal_value=0 2.96196e-05 -8.86008e-05 0.000112289 3.82724e-07 -0.00014742
internal_weight=0 0.00822463 0.00338456 0.00484007 0.00320202 0.00200931
internal_count=3910 3606 2008 1598 1027 514
is_linear=0
shrinkage=0.00196078


Tree=8616
num_leaves=7
num_cat=0
split_feature=11 1 15 0 13 1
split_gain=3.78794e-05 3.3506e-05 4.99488e-05 5.2784e-05 4.02381e-05 4.95889e-05
threshold=0.077330000000000024 0.10113500000000002 -0.0039399999999999991 -0.014809999999999999 -0.057284999999999996 0.11649500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6
right_child=-2 4 3 -5 5 -7
leaf_value=-0.00030809049728239784 -0.00035386281347293998 0.00051721401505886626 0.00030132717800575851 -0.0001909946302927499 0.00033699269994647962 -0.00022746416412449275
leaf_weight=0.0019079179296939146 0.0010315127653967087 0.0010366251026941485 0.0019331689244023837 0.0014769382920387455 0.0011967313714302482 0.0011968208663167606
leaf_count=1263 279 398 1370 154 230 216
internal_value=0 4.34181e-05 -5.40393e-05 8.80996e-05 0.000194513 5.47537e-05
internal_weight=0 0.0087482 0.00531803 0.00341011 0.00343018 0.00239355
internal_count=3910 3631 2787 1524 844 446
is_linear=0
shrinkage=0.00196078


Tree=8617
num_leaves=6
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split_feature=4 160 0 15 15
split_gain=1.01887e-05 1.78876e-05 3.08991e-05 3.17558e-05 4.86755e-05
threshold=0.24280000000000004 -0.026849999999999995 -0.14136999999999997 -0.053579999999999996 0.085120000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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leaf_weight=0.0012774239929132323 0.00192543972408106 0.0012217834214871418 0.0010339425165502873 0.0019788570319241913 0.0011915874485334405
leaf_count=923 549 216 622 688 912
internal_value=0 -0.00185211 -0.00435846 -0.000290547 -0.0052536
internal_weight=0 0.00670359 0.00542617 0.00420439 0.00317044
internal_count=3910 3361 2438 2222 1600
is_linear=0
shrinkage=0.1


Tree=8618
num_leaves=7
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split_feature=50 4 12 0 49 3
split_gain=1.00761e-05 2.60656e-05 1.94319e-05 3.07477e-05 4.09278e-05 2.17906e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.053834999999999994 -0.00064499999999999985 -0.074679999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0011192774936578222 0.0010295152101652697 0.0010513642757523653 0.0016005980839095121 0.0016695559687898657 0.001050522868011711 0.0010949583391969119
leaf_count=301 747 396 396 398 1340 332
internal_value=0 0.00124987 -0.00110126 0.00137777 0.00640807 0.0154362
internal_weight=0 0.00758628 0.00653491 0.00541564 0.00374608 0.00214548
internal_count=3910 3163 2767 2466 2068 1672
is_linear=0
shrinkage=0.1


Tree=8619
num_leaves=8
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split_feature=50 160 42 15 1 48 0
split_gain=1.71251e-05 3.05736e-05 2.57527e-05 4.2131e-05 4.0934e-05 6.94628e-05 1.19264e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.085425000000000015 -0.065204999999999985
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00026715097947792055 -0.0002453844729757409 -0.00031269397624614112 -0.00031204309049788086 0.00035768710329870616 -0.00038436389701001448 0.00044152890873693965 -1.3711265292835824e-05
leaf_weight=0.0015856015275421652 0.001030835023713505 0.0010819700065478983 0.0010580701080985257 0.0011188011870500144 0.0011597284935594512 0.0011102802542054249 0.0010041091271278816
leaf_count=804 715 766 332 535 331 247 180
internal_value=0 2.29083e-05 -3.63714e-05 1.8476e-05 -6.91263e-05 4.61124e-05 -0.00016678
internal_weight=0 0.00811856 0.00653296 0.00545099 0.00433219 0.00317246 0.00206218
internal_count=3910 3195 2391 1625 1090 759 512
is_linear=0
shrinkage=0.00196078


Tree=8620
num_leaves=6
num_cat=0
split_feature=49 42 2 0 4
split_gain=1.01475e-05 2.66453e-05 3.2461e-05 3.49533e-05 2.30238e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 -0.13506999999999997 -0.34687499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_weight=0.0019275315901232243 0.0010816542775969737 0.0019227866751019285 0.0015360463320003626 0.0010944330247678058 0.0010490520348994195
leaf_count=529 529 1155 264 220 1213
internal_value=0 -0.001858 -0.0046323 0.000870274 0.00912095
internal_weight=0 0.00668397 0.00560232 0.00367953 0.00214349
internal_count=3910 3381 2852 1697 1433
is_linear=0
shrinkage=0.1


Tree=8621
num_leaves=7
num_cat=0
split_feature=1 457 4 2 3 52
split_gain=9.03426e-06 1.9342e-05 2.52471e-05 4.58636e-05 3.83545e-05 1.79776e-05
threshold=0.12730000000000002 0.069705000000000003 -0.083329999999999987 0.091025000000000009 0.090325000000000003 0.084240000000000023
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011196869062723212 0.0011126712165541027 0.0011943812662946543 0.0018038904921427023 0.0011393668921197151 0.0010295243498992376 0.0011998966772551855
leaf_count=470 345 311 1411 921 117 335
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internal_weight=0 0.00748675 0.00629237 0.00397278 0.00216889 0.00231958
internal_count=3910 3565 3254 2449 1038 805
is_linear=0
shrinkage=0.1


Tree=8622
num_leaves=6
num_cat=0
split_feature=1 0 12 47 4
split_gain=9.88698e-06 2.0848e-05 1.61482e-05 3.86098e-05 5.62133e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.012874665914422765 0.013548245985816026 0.0046935762033377369 -0.0080486889012762238 -0.015657672578761016 0.016960289440417563
leaf_weight=0.0015035358908050123 0.0010486645045652988 0.0012264774291503718 0.0017183784628754719 0.0012032249158467384 0.0018843334309325143
leaf_count=1913 450 95 880 263 309
internal_value=0 -0.00498201 0.0023052 -0.000148058 0.00503181
internal_weight=0 0.00273001 0.0058546 0.00480594 0.00360271
internal_count=3910 2008 1902 1452 1189
is_linear=0
shrinkage=0.1


Tree=8623
num_leaves=8
num_cat=0
split_feature=11 52 13 43 0 52 15
split_gain=2.34849e-05 2.12457e-05 5.02007e-05 5.23294e-05 2.83124e-05 2.77833e-05 2.54636e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.094679999999999986 -0.074254999999999988 -0.23029999999999998 -0.088779999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=0.00037650324484573221 -0.00028076672273568987 -0.00022426765997713064 0.00043445183302808177 8.0079894838930632e-05 -9.3292328254133822e-05 1.7398454389410377e-05 -0.0005223024488143212
leaf_weight=0.0016083501876380151 0.0010322592752869267 0.0010780153310770415 0.0010740590196675337 0.0010541301591632832 0.0010393497463457931 0.0014341550780960148 0.0010894983576317523
leaf_count=304 304 611 404 115 461 765 946
internal_value=0 3.26787e-05 7.06252e-05 -1.5817e-05 -0.000182721 0.000195988 -0.00031285
internal_weight=0 0.00837756 0.00729954 0.00569119 0.00318298 0.00250821 0.00212885
internal_count=3910 3606 2995 2691 1522 1169 1407
is_linear=0
shrinkage=0.00196078


Tree=8624
num_leaves=6
num_cat=0
split_feature=47 13 160 2 0
split_gain=1.02155e-05 1.96152e-05 2.0748e-05 3.21962e-05 2.83731e-05
threshold=0.10436500000000001 -0.13934999999999997 0.069910000000000014 0.10113500000000002 -0.077944999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.012540180161250062 0.0076176208224982339 -0.0042578087598801806 0.012397316188188125 -0.014408672978425794 0.015261452911195982
leaf_weight=0.0013269085477591583 0.0014570633890720183 0.0018519090566525985 0.0012416629270926285 0.0014630808017146446 0.0012455724746812066
leaf_count=299 290 1615 488 670 548
internal_value=0 -0.00157148 0.000936952 -0.00218326 0.00359136
internal_weight=0 0.00712913 0.00580223 0.00456056 0.00309748
internal_count=3910 3620 3321 2833 2163
is_linear=0
shrinkage=0.1


Tree=8625
num_leaves=7
num_cat=0
split_feature=3 39 2 48 3 1
split_gain=9.74854e-06 2.36884e-05 2.17431e-05 2.40084e-05 3.41241e-05 5.51234e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.088385000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.012067281289753786 0.0083373800384805158 0.012482387086053828 -0.015242067608128341 0.010091572388254585 -0.018769623218381066 0.018698930432571443
leaf_weight=0.0012835493633950928 0.0012026133018316126 0.0010571024215631497 0.0012954544954398364 0.0014593235983655197 0.0012115842926128145 0.0010660121691633763
leaf_count=1510 239 424 354 398 478 507
internal_value=0 -0.00137257 -0.00369149 -0.000711044 -0.00513785 0.00189156
internal_weight=0 0.00737303 0.00631592 0.00502047 0.00356115 0.00234956
internal_count=3910 3671 3247 2893 2495 2017
is_linear=0
shrinkage=0.1


Tree=8626
num_leaves=7
num_cat=0
split_feature=11 2 52 2 13 2
split_gain=1.99353e-05 2.02818e-05 3.97128e-05 2.2799e-05 1.87949e-05 3.55165e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.015039999999999998 0.11339500000000001 0.0024700000000000004 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0001924887710788756 -0.0002647285331779516 0.00046555422840812252 0.0002065463173025921 -0.00018515929585872481 -0.00026989168576079247 -0.00019480819103923685
leaf_weight=0.0019959584436913683 0.0010049851317743613 0.0010307407088437502 0.0010944086795539928 0.0011951831815561289 0.0011663332139124748 0.0016736831521891333
leaf_count=1146 304 419 253 334 376 1078
internal_value=0 2.79515e-05 0.000145953 2.07321e-06 -5.30671e-05 1.58469e-05
internal_weight=0 0.00815631 0.00332033 0.00228959 0.00483597 0.00366964
internal_count=3910 3606 1006 587 2600 2224
is_linear=0
shrinkage=0.00196078


Tree=8627
num_leaves=7
num_cat=0
split_feature=159 15 16 2 16 0
split_gain=2.46935e-05 4.65309e-05 5.45636e-05 4.0419e-05 4.89163e-05 3.25212e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.086875000000000022 0.13514000000000004 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.00029208847657037775 0.0004179699303758679 -0.00043325574780455814 0.00013016962231736839 0.00039760903150153298 -5.7354632744586998e-05 -0.00029341945437546445
leaf_weight=0.0010056381144389641 0.0010572377248783127 0.0010622462565009804 0.0011509884849744182 0.0019294556714966114 0.0017171887751281623 0.0017661040467069921
leaf_count=633 408 274 115 996 446 1038
internal_value=0 3.24723e-05 -2.09717e-05 4.57506e-05 0.000183369 -0.000126285
internal_weight=0 0.00868322 0.00762598 0.00656374 0.00364664 0.00291709
internal_count=3910 3277 2869 2595 1442 1153
is_linear=0
shrinkage=0.00196078


Tree=8628
num_leaves=8
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split_feature=42 12 13 2 151 3 4
split_gain=2.05529e-05 2.91304e-05 6.80969e-05 3.88514e-05 5.8781e-05 8.30973e-05 3.3225e-05
threshold=-0.090359999999999982 0.098845000000000016 0.0015650000000000002 0.089910000000000004 -0.0088999999999999982 0.12046500000000002 -0.017449999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00026172874468340573 5.3858934839228589e-05 -0.00025246337647208471 0.00055090612407490312 -0.00026749477199523018 0.00055873909257019721 -0.00015659691668012723 -0.00042579359971808595
leaf_weight=0.0010407246789033786 0.0010305861921007207 0.0011897923161325458 0.0010074128981896304 0.0010559868468723037 0.001603932044772395 0.0010222807295432437 0.0012037465376309891
leaf_count=440 911 498 287 247 675 156 696
internal_value=0 3.09589e-05 7.96614e-05 -5.77827e-07 0.000123193 0.000280287 -0.000204554
internal_weight=0 0.00811374 0.00692395 0.00591653 0.0036822 0.00262621 0.00223433
internal_count=3910 3470 2972 2685 1078 831 1607
is_linear=0
shrinkage=0.00196078


Tree=8629
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 13
split_gain=9.5055e-06 2.47204e-05 1.78037e-05 3.04209e-05 4.83841e-05 3.23482e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.11561500000000001 -0.084304999999999977 -0.070604999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.0088356074069484911 -0.0082542372485094866 0.015416470916802823 -0.022050548893241099 0.010452683090920286 0.013584361126413692 -0.010345141317358152
leaf_weight=0.0014154785453916532 0.001204422110446089 0.0010656471605444938 0.0015134542073643158 0.001136470760852069 0.0010778923748880863 0.0011870226645025214
leaf_count=350 487 456 1012 302 403 900
internal_value=0 0.00132564 -0.00104642 -0.00389245 -0.00820723 0.00104311
internal_weight=0 0.00739597 0.00633032 0.00491484 0.00377837 0.00226492
internal_count=3910 3423 2967 2617 2315 1303
is_linear=0
shrinkage=0.1


Tree=8630
num_leaves=7
num_cat=0
split_feature=11 2 1 52 2 15
split_gain=2.27096e-05 2.14199e-05 2.60296e-05 2.41341e-05 2.4397e-05 3.93073e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.081429999999999989 0.10393500000000001 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.00024810997372993213 -0.00028164247194485518 0.00037651984497184056 9.8489131730269852e-05 0.0002437129368654107 0.00017635502363352027 -0.00033498167399160817
leaf_weight=0.0018132454938776822 0.0010011506081176779 0.0010600172874315117 0.0015410489338819942 0.0014183322274048285 0.0011398498753713128 0.0011725653071772003
leaf_count=1553 304 433 455 545 320 300
internal_value=0 3.12958e-05 -8.88735e-05 0.000115433 4.12508e-05 -8.29305e-05
internal_weight=0 0.00814506 0.00335429 0.00479076 0.00373075 0.00231242
internal_count=3910 3606 2008 1598 1165 620
is_linear=0
shrinkage=0.00196078


Tree=8631
num_leaves=7
num_cat=0
split_feature=2 4 0 16 2 13
split_gain=1.55237e-05 4.97375e-05 5.35032e-05 4.33156e-05 3.29794e-05 3.16889e-05
threshold=0.10946500000000002 -0.34687499999999999 -0.06402999999999999 -0.110495 0.11934000000000002 -0.0041499999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -5
right_child=4 2 -4 5 -6 -7
leaf_value=-0.00045412518800224538 0.00033989401082006211 0.00018768712453530567 0.00036612813495681776 -0.00049020465925338392 -9.0359581258670895e-05 -6.4910944886422333e-05
leaf_weight=0.0010105748165617871 0.0013512361105854408 0.0014606644839129761 0.0013056968689201323 0.0010905614477558113 0.0013890541155376624 0.0017616646483529228
leaf_count=209 302 461 246 1647 465 580
internal_value=0 -5.36534e-05 1.83766e-05 -8.69027e-05 0.000121798 -0.000227524
internal_weight=0 0.00662916 0.00561859 0.00431289 0.00274029 0.00285223
internal_count=3910 3143 2934 2688 767 2227
is_linear=0
shrinkage=0.00196078


Tree=8632
num_leaves=8
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split_feature=11 3 15 52 1 47 15
split_gain=3.43815e-05 2.10514e-05 3.81695e-05 4.93366e-05 4.78686e-05 6.18533e-05 3.1192e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.017214999999999998 0.084240000000000023 0.094485000000000013 0.096300000000000011 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00028279843661480704 -0.00034368994086357368 -0.00042973078929604131 0.00058094647565059643 -0.00017642163562775687 0.0003037612912332575 -0.00028422665258459351 0.00011311787408852799
leaf_weight=0.0011769952064241444 0.0010074012284422415 0.0013431377108314344 0.0010087042560405334 0.0011334354417546154 0.0014339418009258831 0.0013219557547498599 0.0011995283615995928
leaf_count=247 279 949 356 782 474 219 604
internal_value=0 3.91328e-05 5.88932e-07 0.000156128 -0.000126212 2.17138e-05 0.000326819
internal_weight=0 0.0086177 0.0074407 0.00334167 0.00409904 0.0027559 0.00220823
internal_count=3910 3631 3384 1742 1642 693 960
is_linear=0
shrinkage=0.00196078


Tree=8633
num_leaves=8
num_cat=0
split_feature=11 43 47 16 16 1 2
split_gain=3.54527e-05 2.48151e-05 5.85851e-05 5.68735e-05 4.69197e-05 2.2438e-05 4.1083e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.10436500000000001 0.15100500000000003 -0.00083999999999999993 0.08844500000000001 0.090905000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00029420723829381729 -0.00034133155253939293 -0.00025358902284618238 0.00042865116040986828 -0.00044774116093790291 0.00039501513939442295 0.00033824858026112304 -0.00018699088701332759
leaf_weight=0.0012677322942343978 0.0010463925233010303 0.0016311788663151069 0.0010357861491987917 0.0012560706139259151 0.0010163013879998942 0.0010309901329706261 0.0012875689754867485
leaf_count=231 304 1540 251 383 416 475 310
internal_value=0 4.10932e-05 -3.11811e-06 -7.49942e-05 1.92855e-05 -7.73929e-05 4.65665e-05
internal_weight=0 0.00852563 0.0072579 0.00622211 0.00496604 0.00394974 0.00231856
internal_count=3910 3606 3375 3124 2741 2325 785
is_linear=0
shrinkage=0.00196078


Tree=8634
num_leaves=7
num_cat=0
split_feature=4 39 2 2 2 0
split_gain=9.39939e-06 2.18233e-05 4.27991e-05 7.38994e-05 2.11187e-05 2.48836e-05
threshold=0.27020000000000005 0.083240000000000022 0.106285 0.093070000000000014 0.086650000000000019 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0086073279700677654 0.0074566787191391801 -0.014856449364387694 0.015606481521918354 -0.027747993551098672 0.013554649487415544 -0.011516933088200274
leaf_weight=0.0011061168554656379 0.0014083694432873049 0.0010427192049458998 0.001481419910168251 0.0010171885688344045 0.0012055496310943129 0.0013822492461288711
leaf_count=159 472 269 488 507 792 1223
internal_value=0 -0.00147252 0.000781111 -0.00388077 0.00269152 -0.00257139
internal_weight=0 0.00723524 0.00619252 0.0047111 0.00369392 0.00248837
internal_count=3910 3438 3169 2681 2174 1382
is_linear=0
shrinkage=0.1


Tree=8635
num_leaves=6
num_cat=0
split_feature=151 16 13 3 13
split_gain=9.89002e-06 3.72996e-05 4.85994e-05 3.98982e-05 2.97888e-05
threshold=-0.0088999999999999982 -0.25582999999999995 0.0024700000000000004 0.12046500000000002 -0.028919999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0066918271069094266 0.015473092399769404 -0.00077830871159878057 -0.018861935902915797 -0.01264312542678939 0.019585083471276115
leaf_weight=0.0017653949143647488 0.0015283862329493305 0.0014222611729391916 0.0013234874329408836 0.0011341152187044007 0.0014515465369726338
leaf_count=684 419 1413 574 132 688
internal_value=0 0.00170096 -0.00224717 0.00323932 0.00950714
internal_weight=0 0.0068598 0.00533141 0.00400792 0.00287381
internal_count=3910 3226 2807 2233 2101
is_linear=0
shrinkage=0.1


Tree=8636
num_leaves=7
num_cat=0
split_feature=3 39 2 12 43 4
split_gain=8.66501e-06 2.55644e-05 2.06171e-05 2.01098e-05 5.9493e-05 1.06826e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.080120000000000011 -0.074254999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.014186921245821455 0.0078562324291819099 0.013048821714976559 -0.014930485624340146 0.0064838093238403661 -0.021938123847129769 -0.00023845423626185806
leaf_weight=0.0010038964192786413 0.0012031439988694241 0.0010641996242283687 0.0012997199493247208 0.0016710896660528209 0.0013168191246283446 0.0010506040312988575
leaf_count=214 239 424 354 1086 1430 163
internal_value=0 -0.00129359 -0.00370022 -0.000805535 -0.00604219 0.00681026
internal_weight=0 0.00740633 0.00634213 0.00504241 0.00298791 0.0020545
internal_count=3910 3671 3247 2893 2516 377
is_linear=0
shrinkage=0.1


Tree=8637
num_leaves=7
num_cat=0
split_feature=160 42 151 160 12 2
split_gain=9.00041e-06 2.54374e-05 2.57978e-05 3.46636e-05 5.01825e-05 7.61091e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 0.095295000000000019 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0061233372576920009 -0.011354204288194517 -0.0091365746512651301 0.0017434391047385996 -0.0077883182176451534 -0.0047201489295366035 0.038525532152911435
leaf_weight=0.0018831982243693538 0.0012211735962329153 0.0010942882367240524 0.0010486093162492328 0.0010542320844456228 0.0010805395113766131 0.0012136443125076259
leaf_count=1218 882 364 492 343 322 289
internal_value=0 0.00169981 0.0046028 0.00802212 0.0130083 0.0214761
internal_weight=0 0.00671249 0.00549131 0.00439703 0.00334279 0.00226225
internal_count=3910 2692 1810 1446 1103 781
is_linear=0
shrinkage=0.1


Tree=8638
num_leaves=6
num_cat=0
split_feature=2 3 48 3 1
split_gain=8.18053e-06 3.65934e-05 2.34451e-05 2.55366e-05 4.52764e-05
threshold=0.11934000000000002 0.11476000000000001 0.090910000000000005 -0.015794999999999997 0.088010000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0098802426168547817 -0.0073958883666847067 0.016715984320320641 0.011707266787783952 -0.014116257943625365 0.014341842968329297
leaf_weight=0.0017687765375198413 0.0012760980142359039 0.0012691483799336109 0.0010380990709515734 0.0018535802137154083 0.0013689668174277888
leaf_count=1819 465 153 333 394 746
internal_value=0 0.00128249 -0.00196615 -0.00480996 0.000687617
internal_weight=0 0.00729857 0.00602942 0.00499132 0.00313774
internal_count=3910 3445 3292 2959 2565
is_linear=0
shrinkage=0.1


Tree=8639
num_leaves=6
num_cat=0
split_feature=51 484 15 3 3
split_gain=8.79915e-06 2.07999e-05 2.01013e-05 2.48052e-05 5.69819e-05
threshold=0.08955500000000001 0.073820000000000011 0.041585000000000004 -0.032959999999999996 0.11265500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.013126105559282598 -0.0079400715026072145 0.014243327792458425 0.0087116527515491739 0.01428818778316563 -0.014439456308983701
leaf_weight=0.0018736557051363396 0.0012021240433530344 0.0010606269416903076 0.0016187499515012763 0.0015797895328281627 0.0012265143748279325
leaf_count=1117 487 456 1257 422 171
internal_value=0 0.00128778 -0.000893784 -0.00421621 0.00173257
internal_weight=0 0.00735934 0.00629871 0.00467996 0.0028063
internal_count=3910 3423 2967 1710 593
is_linear=0
shrinkage=0.1


Tree=8640
num_leaves=7
num_cat=0
split_feature=50 4 12 3 12 52
split_gain=1.43911e-05 2.74493e-05 3.1259e-05 4.95576e-05 3.82545e-05 4.13762e-05
threshold=0.086465000000000014 0.40359500000000004 -0.023959999999999995 0.096385000000000012 0.086935000000000012 -0.0025949999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00033170493136221239 -0.00022134426197221562 0.00032423240882953661 -0.0002055252130454344 0.00032522580135992634 -0.00027805816225519498 0.00030973665775862813
leaf_weight=0.0010419843390159864 0.0010227961727909936 0.0010319962658743801 0.0010441410191378614 0.0016547384639287802 0.0019466336845836872 0.0014060073112139645
leaf_count=284 715 365 409 195 1505 437
internal_value=0 2.54454e-05 -1.80236e-05 3.59878e-05 -7.28675e-05 9.01556e-05
internal_weight=0 0.0081255 0.0070935 0.00605152 0.00439678 0.00245015
internal_count=3910 3195 2830 2546 2351 846
is_linear=0
shrinkage=0.00196078


Tree=8641
num_leaves=7
num_cat=0
split_feature=4 12 3 2 52 2
split_gain=8.50296e-06 1.81094e-05 2.7334e-05 4.22802e-05 3.14847e-05 3.47386e-05
threshold=0.27020000000000005 -0.023959999999999995 0.10666500000000002 0.094010000000000024 -0.069134999999999988 0.082715000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.013704234382317548 0.0071471738718967316 -0.010976458282066726 0.012574249419235912 -0.019701838815705766 -0.0026147775527173623 0.021735555950731261
leaf_weight=0.0010247084550497366 0.0013906684659211214 0.0011787747840298285 0.0014652852641932465 0.0011528500014393499 0.0012226075594584914 0.0011249451373742938
leaf_count=304 472 482 163 771 628 1090
internal_value=0 -0.00139703 0.000655433 -0.00307695 0.00235817 0.00905388
internal_weight=0 0.00716917 0.00614446 0.00467918 0.00352633 0.00234755
internal_count=3910 3438 3134 2971 2200 1718
is_linear=0
shrinkage=0.1


Tree=8642
num_leaves=7
num_cat=0
split_feature=0 43 4 13 4 15
split_gain=1.44897e-05 2.44409e-05 3.55478e-05 4.00198e-05 3.92669e-05 3.04734e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 -0.06272999999999998 -0.057284999999999996 0.080255000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00044865386084832478 0.00015758224965592513 -0.00030197028265958078 0.00035268391177933054 0.00015657468978552249 -0.00031595231289293177 2.4917903119112906e-05
leaf_weight=0.0010890347264539647 0.0017281489518079143 0.0010185454696037101 0.0015930431873861931 0.0016533923235725035 0.0011439283447562463 0.001004043400509521
leaf_count=863 394 1025 655 400 222 351
internal_value=0 -4.15701e-05 2.80505e-05 0.000104614 -3.66592e-05 -0.000221483
internal_weight=0 0.00750199 0.00540891 0.00439036 0.00279732 0.00209308
internal_count=3910 3516 2302 1277 622 1214
is_linear=0
shrinkage=0.00196078


Tree=8643
num_leaves=7
num_cat=0
split_feature=42 40 2 160 13 4
split_gain=1.1232e-05 3.4647e-05 4.74333e-05 3.33437e-05 4.12912e-05 3.54464e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 -1.0000000180025095e-35 -0.083514999999999992 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
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leaf_weight=0.0010163464210381059 0.0010255391827115636 0.0013487722969953127 0.0010989586260063385 0.0015382089836868725 0.0014885028012532951 0.0014690803021380626
leaf_count=440 363 940 300 548 1029 290
internal_value=0 1.754e-05 -3.21473e-05 3.81269e-05 0.000119247 -1.62706e-05
internal_weight=0 0.00796906 0.00694352 0.00584456 0.00449579 0.00295758
internal_count=3910 3470 3107 2807 1867 1319
is_linear=0
shrinkage=0.00196078


Tree=8644
num_leaves=6
num_cat=0
split_feature=0 43 13 2 4
split_gain=9.79438e-06 1.69676e-05 2.32148e-05 3.2731e-05 2.65446e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 -0.057284999999999996 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0095615856994378731 0.0069588658172799441 0.010422715604312065 -0.0076199185850238348 -0.018324921788531397 0.01473822074363278
leaf_weight=0.0019514711749776337 0.0016293835731625026 0.0018235776896671618 0.0010814759677092774 0.0010354430812679035 0.0010432620322477553
leaf_count=1214 394 1174 706 188 234
internal_value=0 -0.00165703 0.00143813 -0.00374641 0.00335809
internal_weight=0 0.00693523 0.00498376 0.00316018 0.00212474
internal_count=3910 3516 2302 1128 940
is_linear=0
shrinkage=0.1


Tree=8645
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 4
split_gain=1.8062e-05 2.02847e-05 4.5684e-05 5.83869e-05 3.1052e-05 3.01812e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.076384999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00021944473381690523 -0.00025253206937149984 0.00036326978551876543 0.00032467334768416541 -0.00038432284865685837 0.0001413744512358854 -0.00027347472118780691
leaf_weight=0.0011246979500971529 0.0010071619702664509 0.0011373033257611911 0.0018991231482696699 0.0013357581797134449 0.0017307254333576295 0.0011045375630982122
leaf_count=371 304 1027 585 316 1034 273
internal_value=0 2.54662e-05 6.36838e-05 -2.96887e-05 8.95555e-05 -2.02389e-05
internal_weight=0 0.00833215 0.00720745 0.00530832 0.00397257 0.00283526
internal_count=3910 3606 3235 2650 2334 1307
is_linear=0
shrinkage=0.00196078


Tree=8646
num_leaves=7
num_cat=0
split_feature=43 52 16 48 0 16
split_gain=9.04854e-06 2.04334e-05 1.85001e-05 1.82975e-05 3.18281e-05 2.37958e-05
threshold=-0.053009999999999995 -0.088779999999999984 -0.078844999999999985 0.086125000000000021 -0.15291499999999997 -0.085644999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.01566270587466087 0.016048623895555836 0.0081118804159042626 -0.010937392957208339 -0.011403291453750415 0.0080468360210396769 -0.011160013872674426
leaf_weight=0.0010474702934873798 0.0010587892105266956 0.0010082469027388674 0.0010312990896816151 0.0016137774385419031 0.0010037157026022737 0.0018050845412312397
leaf_count=477 176 563 758 363 567 1006
internal_value=0 0.00431008 -0.00152041 -0.00245893 0.00127316 -0.00429651
internal_weight=0 0.00308702 0.00203955 0.00548137 0.00386759 0.0028088
internal_count=3910 1798 1321 2112 1749 1573
is_linear=0
shrinkage=0.1


Tree=8647
num_leaves=8
num_cat=0
split_feature=50 156 52 133 43 2 0
split_gain=3.4623e-05 3.83951e-05 3.46875e-05 5.09459e-05 6.22317e-05 5.32125e-05 3.68042e-05
threshold=0.086465000000000014 0.082605000000000026 0.11110500000000002 0.085355000000000014 -0.074254999999999988 0.10045500000000002 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00041525609367596675 -0.00032916232871442745 -0.00031622689596867638 0.00041994174336235253 -0.00035704761476909125 3.0131706174465475e-05 0.00026850175192567183 -0.00048011348033574167
leaf_weight=0.0017689496857500784 0.0010866829713853639 0.0010086516063552492 0.0010597374874143995 0.00105364999992526 0.0010842933078850561 0.0013633676886022263 0.0010897156264346518
leaf_count=438 715 536 415 607 126 352 721
internal_value=0 4.27106e-05 9.15053e-05 3.67792e-05 0.000114979 -3.51811e-05 -0.000225627
internal_weight=0 0.00842837 0.00741971 0.00635998 0.00530633 0.00353738 0.00217401
internal_count=3910 3195 2659 2244 1637 1199 847
is_linear=0
shrinkage=0.00196078


Tree=8648
num_leaves=8
num_cat=0
split_feature=151 4 16 48 16 4 2
split_gain=1.22052e-05 3.03409e-05 3.23876e-05 3.02273e-05 3.36369e-05 3.19648e-05 2.46954e-05
threshold=-0.084764999999999993 0.40359500000000004 -0.089864999999999987 0.086065000000000016 0.16388500000000003 -0.083329999999999987 0.092340000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.00021024958431744599 -4.0290636462907614e-05 0.00033643579474535676 0.00038645620631094253 0.00035634700238858517 -0.00023021415222674042 -9.6002187560476204e-05 -0.00044496273276624175
leaf_weight=0.0010060456294990446 0.0013507933209248376 0.0010119655743234812 0.0010580673106964391 0.001072681711631121 0.0016148388725717145 0.0010538366817294191 0.0010157833484790121
leaf_count=406 489 352 469 360 452 1102 280
internal_value=0 1.8619e-05 -2.62623e-05 6.63026e-05 -1.7182e-05 0.00014571 -0.000213984
internal_weight=0 0.00817797 0.007166 0.00479942 0.00372674 0.0021119 0.00236658
internal_count=3910 3504 3152 2383 2023 1571 769
is_linear=0
shrinkage=0.00196078


Tree=8649
num_leaves=7
num_cat=0
split_feature=11 43 2 13 3 52
split_gain=1.76031e-05 2.47887e-05 5.35482e-05 4.12776e-05 3.02913e-05 7.42728e-05
threshold=1.0000000180025095e-35 -0.053009999999999995 0.093815000000000009 -0.09547499999999999 0.0048550000000000008 -0.010284999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7
leaf_value=-1.7956026338150105e-05 -0.00024758455171255457 0.00020652739513255208 0.00053761609767755266 -0.00044056839221825865 -0.00039281972973483699 0.00025737191954357301
leaf_weight=0.0019883525799167068 0.0010207010643037912 0.0016373753072446168 0.0010036846095065606 0.0010976192980386343 0.0012977174943209816 0.0014087200592673398
leaf_count=1159 304 336 536 1211 200 164
internal_value=0 2.50521e-05 0.000168412 -5.37758e-05 -0.000165818 -5.43903e-05
internal_weight=0 0.00843347 0.00299204 0.00544143 0.00380406 0.00270644
internal_count=3910 3606 1695 1911 1575 364
is_linear=0
shrinkage=0.00196078


Tree=8650
num_leaves=6
num_cat=0
split_feature=0 43 15 4 1
split_gain=9.77983e-06 1.58193e-05 2.10944e-05 3.93429e-05 3.91132e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.10498500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0092714570123109477 0.0069276900101002403 0.020598094488391391 -0.010738911606876581 -0.016849132468804425 0.0077079110326961353
leaf_weight=0.0019619825563670732 0.0016373393364290606 0.0011227883462806673 0.0011238909661006446 0.0010452311264549886 0.0017091728328268263
leaf_count=1214 394 353 1139 453 357
internal_value=0 -0.00166157 0.00132388 0.00482055 -0.00161091
internal_weight=0 0.00696307 0.00500108 0.00387719 0.0027544
internal_count=3910 3516 2302 1163 810
is_linear=0
shrinkage=0.1


Tree=8651
num_leaves=8
num_cat=0
split_feature=11 2 4 47 4 16 1
split_gain=2.36753e-05 2.8599e-05 3.29249e-05 3.77155e-05 2.61082e-05 5.11279e-05 3.84351e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.077679999999999985 0.092255000000000018 0.22584000000000001 0.15100500000000003 0.089455000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3
right_child=-2 4 3 -5 -6 -7 -8
leaf_value=0.0001739800445260074 -0.00028799356847530449 0.00064978889577846821 -0.00046547172106209406 3.1252245276673299e-05 -0.00011568634020905552 -8.1181991087427182e-05 0.00013046267206325628
leaf_weight=0.0010839694591020343 0.0010263026523511494 0.0011255473438759574 0.0012867402267126599 0.0010817660929852079 0.0012877674618630994 0.0014140214761170994 0.001067610882891484
leaf_count=831 304 675 926 251 354 332 237
internal_value=0 2.75938e-05 -0.000109065 -0.000238603 0.000123981 0.000209543 0.000396985
internal_weight=0 0.00834742 0.00345248 0.00236851 0.00489495 0.00360718 0.00219316
internal_count=3910 3606 2008 1177 1598 1244 912
is_linear=0
shrinkage=0.00196078


Tree=8652
num_leaves=7
num_cat=0
split_feature=43 4 15 4 47 16
split_gain=8.88497e-06 1.96533e-05 4.53247e-05 1.80369e-05 2.57688e-05 2.48625e-05
threshold=-0.053009999999999995 -0.084009999999999987 -0.053579999999999996 -0.23071499999999998 0.077735000000000012 -0.088144999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.01575594150060692 -0.014127262719195781 0.012831903392734607 -0.016610439537860053 0.013524658789878477 -0.012762287660594169 -0.0037853029335681459
leaf_weight=0.0010041076818413466 0.0010651357860086584 0.0010924647833130369 0.0010028313246503552 0.0016438358457918178 0.0011186872399677394 0.0016755100280430655
leaf_count=329 236 828 641 631 226 1019
internal_value=0 0.00425295 -0.00125952 -0.00244122 0.000363449 0.00478709
internal_weight=0 0.0030994 0.0020953 0.00550317 0.00443803 0.00331935
internal_count=3910 1798 1469 2112 1876 1650
is_linear=0
shrinkage=0.1


Tree=8653
num_leaves=7
num_cat=0
split_feature=1 42 133 3 2 2
split_gain=9.51744e-06 1.97895e-05 3.00609e-05 3.20088e-05 3.51396e-05 3.09404e-05
threshold=0.12730000000000002 0.091735000000000025 0.065880000000000008 -0.089604999999999976 0.089910000000000004 0.10869000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.0091949861340616789 0.0085885312576216549 -0.014344054273150117 0.013965118547061742 -0.020591567021131709 0.012748167408539965 -0.011100341891316807
leaf_weight=0.001551605156671089 0.0011157690700730125 0.0010081467085100515 0.0013544157937422112 0.0013680000479847506 0.001004686649089234 0.0011864099988591744
leaf_count=548 345 741 884 853 319 220
internal_value=0 -0.00131271 0.000719346 -0.00279099 -0.00801633 -0.000165051
internal_weight=0 0.00747326 0.00646512 0.0051107 0.0035591 0.0021911
internal_count=3910 3565 2824 1940 1392 539
is_linear=0
shrinkage=0.1


Tree=8654
num_leaves=7
num_cat=0
split_feature=1 13 15 3 2 1
split_gain=2.22041e-05 2.91822e-05 2.54034e-05 2.13947e-05 4.4185e-05 3.19501e-05
threshold=0.10786000000000001 -0.070174999999999987 -0.073314999999999991 -0.115685 0.10393500000000001 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00014407042592297841 0.00040419308255668069 0.00023551473098809938 -0.00018366909712858433 0.00015917268123132551 -0.00047694178722792937 -0.000205966102509607
leaf_weight=0.0013585308885625865 0.0010079473996804545 0.001000981422572866 0.0012498570279570671 0.0017656787848789142 0.001113671774907698 0.0019266728436471122
leaf_count=329 363 211 178 1589 433 807
internal_value=0 0.000126916 2.7482e-06 -7.31949e-05 -0.00013461 -3.13571e-05
internal_weight=0 0.00325879 0.00225084 0.00616455 0.00480602 0.00369235
internal_count=3910 752 389 3158 2829 2396
is_linear=0
shrinkage=0.00196078


Tree=8655
num_leaves=7
num_cat=0
split_feature=157 160 133 48 133 1
split_gain=2.08063e-05 5.7423e-05 0.000110028 3.90017e-05 5.31286e-05 6.47879e-05
threshold=-0.060939999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087035000000000015 0.087330000000000019 0.088785000000000017
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=0.00026547032502487335 -0.00042123776361095944 -0.00056350758005413806 0.00069330163989512659 -9.6787055592327515e-05 -0.00015316455006631038 0.00012691853903308841
leaf_weight=0.001000594627197063 0.001250918629951245 0.0010165008599446615 0.0013314309011185832 0.0019436597117563357 0.0010088491329189949 0.0018629470100896494
leaf_count=572 821 860 309 363 553 432
internal_value=0 -3.3616e-05 3.40731e-05 0.000132894 0.000239103 0.00036299
internal_weight=0 0.00841431 0.00716339 0.00614689 0.00420323 0.00319438
internal_count=3910 3338 2517 1657 1294 741
is_linear=0
shrinkage=0.00196078


Tree=8656
num_leaves=6
num_cat=0
split_feature=2 52 3 15 2
split_gain=9.62426e-06 4.03118e-05 4.12439e-05 7.05736e-05 2.96537e-05
threshold=0.10946500000000002 0.086950000000000013 -0.089974999999999986 -0.017214999999999998 0.11934000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.014810017055983166 0.016100325752752231 -0.017694768155560727 -0.0058591358686104784 0.021996231617879544 -0.00554980724151833
leaf_weight=0.0011075865141754668 0.0012511148522291178 0.0013136825001724382 0.0019371160008563018 0.0017146224410937831 0.0012797733450540627
leaf_count=518 302 911 858 856 465
internal_value=0 -0.00218726 0.00209316 0.00721996 0.00515268
internal_weight=0 0.00607301 0.00475932 0.00365174 0.00253089
internal_count=3910 3143 2232 1714 767
is_linear=0
shrinkage=0.1


Tree=8657
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=1.35634e-05 2.78762e-05 2.57441e-05 5.00461e-05 2.36934e-05 4.55397e-05
threshold=0.086465000000000014 0.40359500000000004 -0.016164999999999995 -0.092424999999999993 0.064860000000000015 0.091210000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00021862197348313848 -0.00021748611127604082 0.00032389017400469262 -0.00035300744049430771 0.00023777005535374169 -0.00031307890357266249 0.00023665515750925748
leaf_weight=0.0013732480544617499 0.0010247483502471523 0.0010261475604377394 0.0017775994768636991 0.0014954127344002721 0.0013521672286031384 0.0010136808492113172
leaf_count=471 715 365 494 1266 522 77
internal_value=0 2.20443e-05 -2.21277e-05 -8.07581e-05 4.45767e-05 -7.75376e-05
internal_weight=0 0.00803826 0.00701211 0.00563886 0.00386126 0.00236585
internal_count=3910 3195 2830 2359 1865 599
is_linear=0
shrinkage=0.00196078


Tree=8658
num_leaves=7
num_cat=0
split_feature=50 4 12 3 43 12
split_gain=1.52589e-05 3.455e-05 2.94326e-05 5.14665e-05 4.03325e-05 5.36252e-05
threshold=0.086465000000000014 0.40359500000000004 -0.023959999999999995 0.096385000000000012 -0.074254999999999988 0.080120000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00033065261404111474 -0.00022947735719974094 0.00036102226083367336 0.00013396413415430527 0.00032180276473754341 8.7369383636000158e-06 -0.00056970446032303845
leaf_weight=0.001028383983974793 0.0010219324837274961 0.0010260419653643849 0.0018747699626834747 0.001663138723749632 0.0013964221501668254 0.0011028067611952308
leaf_count=284 715 365 937 195 185 1229
internal_value=0 2.47996e-05 -2.40261e-05 2.82056e-05 -8.34297e-05 -0.000246505
internal_weight=0 0.00809156 0.00706552 0.00603714 0.004374 0.00249923
internal_count=3910 3195 2830 2546 2351 1414
is_linear=0
shrinkage=0.00196078


Tree=8659
num_leaves=7
num_cat=0
split_feature=4 16 2 2 4 1
split_gain=8.32917e-06 1.69555e-05 5.05534e-05 5.96062e-05 3.08489e-05 2.17871e-05
threshold=0.27020000000000005 -0.089864999999999987 0.106285 0.087005000000000013 -0.029114999999999999 0.090820000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00094141493207191185 0.0070289325558276954 0.018232364838084134 0.01933916750297978 -0.019462002145111554 -0.0051617666442471469 -0.018892415293692014
leaf_weight=0.0011419153827120648 0.001399112817406639 0.0011051047427649442 0.0012394627477203264 0.0014923254494896786 0.0011504903040184542 0.0010754459345392179
leaf_count=586 472 781 477 1009 427 158
internal_value=0 -0.0014027 0.00183195 -0.0039578 0.00629994 -0.00867822
internal_weight=0 0.00720474 0.00498738 0.00374792 0.0022556 0.00221736
internal_count=3910 3438 2694 2217 1208 744
is_linear=0
shrinkage=0.1


Tree=8660
num_leaves=6
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split_feature=15 42 15 16 4
split_gain=9.57542e-06 3.28627e-05 4.21961e-05 5.56123e-05 2.7272e-05
threshold=0.079360000000000014 0.083815000000000014 -0.038029999999999987 -0.072359999999999994 -0.16401499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0087555067100954405 -0.0069641680575094692 -0.010401412774643751 0.0034118987522552381 -0.019532929678673039 0.025086213791051054
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leaf_count=479 1436 1081 223 428 263
internal_value=0 0.00157938 0.00551474 -0.00256822 0.0154647
internal_weight=0 0.00697 0.00524663 0.00289491 0.00235172
internal_count=3910 2474 1393 907 486
is_linear=0
shrinkage=0.1


Tree=8661
num_leaves=6
num_cat=0
split_feature=43 52 16 0 3
split_gain=9.72006e-06 1.84464e-05 4.67199e-05 3.05043e-05 1.81563e-05
threshold=-0.053009999999999995 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
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leaf_value=-0.0016319326475108835 -0.012834643075899162 -0.012964579472294561 0.019140164846399535 0.0074785306561545688 0.014117401661913762
leaf_weight=0.00189075392648912 0.0013234114960405776 0.0019660999750300088 0.0010345581573777975 0.0011608756080168964 0.0011943775918454918
leaf_count=1248 430 384 236 1062 550
internal_value=0 -0.00255097 0.00071935 -0.00537517 0.00446526
internal_weight=0 0.00548495 0.00416153 0.00312698 0.00308513
internal_count=3910 2112 1682 1446 1798
is_linear=0
shrinkage=0.1


Tree=8662
num_leaves=8
num_cat=0
split_feature=42 40 2 48 13 4 16
split_gain=1.7114e-05 3.59017e-05 4.27291e-05 4.07225e-05 3.96053e-05 3.67138e-05 3.94928e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.093225000000000016 -0.083514999999999992 -0.034289999999999994 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.00024580417278100301 0.00036509711814578779 0.0002343133803171928 -0.00037914036580559928 0.00039881896970651219 -0.00042445224616939771 -0.00025870426416794176 0.00026182943814498811
leaf_weight=0.0010194682580184329 0.0010334381971998314 0.0014832352960003374 0.0011111933915338261 0.0010083789673399554 0.0012076178722640954 0.0011290969523509822 0.0011125338349470394
leaf_count=440 363 859 300 254 1032 294 368
internal_value=0 2.37865e-05 -2.62306e-05 3.97785e-05 -3.36225e-05 -0.000148839 -3.60491e-07
internal_weight=0 0.00808549 0.00705206 0.00594086 0.00493248 0.00344925 0.00224163
internal_count=3910 3470 3107 2807 2553 1694 662
is_linear=0
shrinkage=0.00196078


Tree=8663
num_leaves=7
num_cat=0
split_feature=42 160 12 52 49 16
split_gain=2.38889e-05 4.51008e-05 3.81263e-05 8.21422e-05 5.59268e-05 4.4665e-05
threshold=-0.090359999999999982 -1.0000000180025095e-35 0.098845000000000016 0.071660000000000015 -0.047894999999999993 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.00028125639142432662 -0.00023771059677874109 0.00035793882501878812 -0.00022265659149006472 0.00055430312616868284 0.00014824827186631166 -0.0003774525182289441
leaf_weight=0.0010604908486346746 0.001861451639140063 0.0012615711111347377 0.0011066261026391241 0.0015694556214814305 0.0011040715911983078 0.0014212379733141362
leaf_count=440 1118 256 383 581 239 893
internal_value=0 3.12168e-05 0.000108673 0.000177126 2.08066e-05 -0.000147615
internal_weight=0 0.00832441 0.00646296 0.00535634 0.00378688 0.00252531
internal_count=3910 3470 2352 1969 1388 1132
is_linear=0
shrinkage=0.00196078


Tree=8664
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 12
split_gain=9.05101e-06 2.71301e-05 2.1285e-05 3.97966e-05 2.10804e-05 2.5797e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.092424999999999993 0.064860000000000015 0.091405000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.010327215751131505 -0.0088376144042056036 0.016151138385746992 -0.017076550324889618 0.011569106505929634 -0.015382509023340735 0.0060787692665335204
leaf_weight=0.0012803810831764073 0.0010272888220573279 0.0010416896014141747 0.00162072689362217 0.0013679076213971098 0.0010729478213309283 0.0011717604267422624
leaf_count=452 747 396 467 1250 242 356
internal_value=0 0.00116665 -0.0012297 -0.0040572 0.00178367 -0.0041795
internal_weight=0 0.00755541 0.00651372 0.00523334 0.00361262 0.00224471
internal_count=3910 3163 2767 2315 1848 598
is_linear=0
shrinkage=0.1


Tree=8665
num_leaves=7
num_cat=0
split_feature=11 3 47 1 3 13
split_gain=2.87756e-05 2.97555e-05 2.4217e-05 3.70005e-05 4.07665e-05 3.54553e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.088010000000000019 0.045635000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00033129515718707093 -0.00031716445055037971 -0.00031290098464895955 -0.00023045183919361348 0.00046291795722689597 4.8264403461890617e-06 0.00014757921661661148
leaf_weight=0.0011034785862716855 0.0010226481711727462 0.0015749452229286594 0.0015641941085991146 0.0012547881044989112 0.0018452447245740054 0.0010862493058085162
leaf_count=222 304 1586 371 709 332 386
internal_value=0 3.11288e-05 -1.40873e-05 4.46564e-05 0.000190246 -0.000124942
internal_weight=0 0.0084289 0.00732542 0.00576123 0.00310003 0.00266119
internal_count=3910 3606 3384 3013 1041 1972
is_linear=0
shrinkage=0.00196078


Tree=8666
num_leaves=6
num_cat=0
split_feature=160 42 43 16 2
split_gain=9.06942e-06 2.51039e-05 2.5782e-05 2.21383e-05 2.17735e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.032820000000000009 0.089910000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0061825199762082401 -0.011270323769437693 0.015339119649900854 -0.0066275868950400095 -0.012292627647974848 0.01142718214983649
leaf_weight=0.0018747161845219292 0.001223120436177518 0.0015826228025200445 0.0010605107128615907 0.0010394745364815279 0.0018044895691862891
leaf_count=1218 882 604 507 276 423
internal_value=0 0.00168472 0.0045725 0.00020841 0.00474401
internal_weight=0 0.00671022 0.0054871 0.00390447 0.002865
internal_count=3910 2692 1810 1206 930
is_linear=0
shrinkage=0.1


Tree=8667
num_leaves=8
num_cat=0
split_feature=0 43 4 51 13 15 16
split_gain=1.45021e-05 1.86506e-05 3.0849e-05 3.64593e-05 4.39247e-05 2.76446e-05 5.1697e-06
threshold=1.0000000180025095e-35 -0.079374999999999987 -0.060264999999999992 -0.0084849999999999978 -0.073069999999999982 -0.0058549999999999991 -0.095109999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.00042452605586458877 0.00015650244594737827 -0.00028717820748523203 0.00041538657502858791 0.00028994814328146096 -8.7487521271490827e-05 2.9851645321702565e-05 -0.00028601590807360761
leaf_weight=0.001051982604361065 0.0017098555349441989 0.0010242113905976893 0.0010179862590859361 0.0011790781645908085 0.0010117484439813263 0.0010081347090364436 0.0010054278628082347
leaf_count=850 394 1038 350 412 252 364 250
internal_value=0 -4.41162e-05 1.80424e-05 9.2222e-05 -1.07038e-05 -0.000202173 -0.000186441
internal_weight=0 0.00729857 0.00523845 0.00421424 0.00319625 0.00206012 0.00201718
internal_count=3910 3516 2302 1264 914 1214 502
is_linear=0
shrinkage=0.00196078


Tree=8668
num_leaves=6
num_cat=0
split_feature=0 49 16 1 15
split_gain=9.43717e-06 1.59901e-05 3.2656e-05 7.19612e-05 3.14898e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.11180499999999999 0.11183500000000002 -0.063364999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.012498749323790323 0.0068148235499600474 -0.011807992695729462 0.016162574700995896 -0.026442121116810571 -0.0047713853794290216
leaf_weight=0.0016453575202117687 0.0016296464906598584 0.0012651618435958354 0.0012162834028132076 0.0010705699186186564 0.001755975876453264
leaf_count=492 394 809 342 246 1627
internal_value=0 -0.00163985 0.000621746 -0.00421198 0.00379504
internal_weight=0 0.00695335 0.00568819 0.00404283 0.00297226
internal_count=3910 3516 2707 2215 1969
is_linear=0
shrinkage=0.1


Tree=8669
num_leaves=7
num_cat=0
split_feature=1 12 2 151 3 52
split_gain=1.11718e-05 2.05427e-05 2.76855e-05 5.05726e-05 3.41608e-05 1.85976e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.075954999999999981 -0.064794999999999978
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.020885027535334801 0.0093075465710164354 -0.013462823632732872 -0.012392230635777613 0.0015875024668666187 0.0045913035466162121 0.018078815993001315
leaf_weight=0.0010805855554739555 0.0011142250687663675 0.0011915978651173085 0.0011356622376409125 0.001046596859658962 0.0010261250437342037 0.0019728567780680582
leaf_count=1062 345 520 400 431 292 860
internal_value=0 -0.00142808 0.00086208 0.00559672 -0.00847616 0.0123626
internal_weight=0 0.00745342 0.00626183 0.00415512 0.00210671 0.00301945
internal_count=3910 3565 3045 1691 1354 1291
is_linear=0
shrinkage=0.1


Tree=8670
num_leaves=7
num_cat=0
split_feature=1 47 15 2 3 4
split_gain=9.58963e-06 2.33777e-05 2.1097e-05 3.244e-05 2.77723e-05 2.12579e-05
threshold=0.11235500000000002 0.084155000000000021 -0.10192499999999999 0.090905000000000014 0.092005000000000017 -0.034289999999999994
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=-0.014781023242811931 0.016235354008576064 -0.0038795715433969681 0.00033579021791076477 -0.015085727711997824 0.0058816406165200612 0.018934178583703269
leaf_weight=0.0010800126145497479 0.0010780070287070556 0.0012451494912922127 0.0013445136694105544 0.0016481905189431045 0.0010243240522389866 0.001131992819555851
leaf_count=384 439 192 1163 955 133 644
internal_value=0 0.00545429 -0.00207389 0.000591449 -0.00704933 0.00883698
internal_weight=0 0.00232316 0.00622903 0.00514902 0.00267251 0.00247651
internal_count=3910 631 3279 2895 1088 1807
is_linear=0
shrinkage=0.1


Tree=8671
num_leaves=7
num_cat=0
split_feature=43 47 16 48 2 16
split_gain=9.19023e-06 2.99322e-05 6.43335e-05 3.48596e-05 3.11855e-05 4.78275e-05
threshold=-0.17307499999999998 0.10436500000000001 0.15737500000000001 0.087500000000000008 0.096750000000000017 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0075377683307366232 0.012942421718616008 0.013969244119197611 -0.026887250893361025 -0.014174089061316045 0.017110496404427942 -0.014983023978649011
leaf_weight=0.0013520859467045405 0.0011763561245546857 0.0010714534756490531 0.0010340032293767723 0.0012307552089159206 0.0013933033981017519 0.0012813574066142107
leaf_count=275 740 266 470 362 568 1229
internal_value=0 -0.00144876 -0.00414991 0.00047652 0.00515874 -0.00161683
internal_weight=0 0.00718723 0.00611578 0.00508177 0.00385102 0.00245771
internal_count=3910 3635 3369 2899 2537 1969
is_linear=0
shrinkage=0.1


Tree=8672
num_leaves=6
num_cat=0
split_feature=0 52 52 2 3
split_gain=9.90903e-06 2.365e-05 2.44463e-05 2.28987e-05 4.44341e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.062489999999999997 0.10679500000000001 -0.00088499999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.015277983452821792 0.0064713052606370121 0.013654639070224931 -0.0064782495539499737 -0.012513465344868661 0.019501704084982936
leaf_weight=0.0010915262821630843 0.0018410258436672407 0.0011719152424901555 0.0018765070522232135 0.0015236039636624351 0.0010140910179901015
leaf_count=597 446 325 1920 442 180
internal_value=0 -0.00181498 0.000815689 -0.00259289 0.00263614
internal_weight=0 0.00667764 0.00558612 0.0044142 0.0028906
internal_count=3910 3464 2867 2542 2100
is_linear=0
shrinkage=0.1


Tree=8673
num_leaves=7
num_cat=0
split_feature=43 13 15 15 52 16
split_gain=9.27348e-06 2.0627e-05 3.61506e-05 2.18955e-05 1.77191e-05 2.09088e-05
threshold=-0.053009999999999995 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999 -0.088779999999999984 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.015020800584978056 0.0063093902152580421 -0.01004957697568778 -0.020713419836918115 0.0090442973192023206 0.009199426628208416 -0.011103443350647328
leaf_weight=0.0010357011588899212 0.0017859048200687916 0.0011073884226150323 0.0012363518639772609 0.0013122518399088521 0.0010043676897744309 0.0010247968744200441
leaf_count=477 401 268 1110 333 563 758
internal_value=0 -0.0024994 -0.00680238 0.00030567 0.00437797 -0.00105421
internal_weight=0 0.0054419 0.00365599 0.00241964 0.00306487 0.00202916
internal_count=3910 2112 1711 601 1798 1321
is_linear=0
shrinkage=0.1


Tree=8674
num_leaves=6
num_cat=0
split_feature=0 42 43 16 15
split_gain=8.93456e-06 1.40384e-05 4.14928e-05 6.03939e-05 5.19435e-05
threshold=-1.0000000180025095e-35 0.088115000000000013 -0.0037249999999999996 -0.19424999999999998 -0.0089749999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.017972658581212098 0.0066790676816287147 0.0069332290141719396 -0.019214745183088439 -0.0011663155276518261 0.027019818738027276
leaf_weight=0.0015202986162755087 0.0016129150058317512 0.0015087933201634691 0.0010281798504784539 0.001796679487195244 0.001027872338640083
leaf_count=1415 394 1157 225 345 374
internal_value=0 -0.00158995 -0.00398334 0.00153689 0.0090908
internal_weight=0 0.00688182 0.00537303 0.00385273 0.00282455
internal_count=3910 3516 2359 944 719
is_linear=0
shrinkage=0.1


Tree=8675
num_leaves=7
num_cat=0
split_feature=52 2 1 0 1 1
split_gain=1.2041e-05 3.54102e-05 1.96344e-05 3.99187e-05 3.96356e-05 3.00351e-05
threshold=-0.081429999999999989 0.091985000000000011 0.088010000000000019 -0.069794999999999982 0.096035000000000023 0.11198000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6
right_child=2 -3 4 -5 5 -7
leaf_value=-9.7664819482525802e-05 -0.0004390790174256584 0.00039518139383619015 0.00035295510166579087 4.8056438245450599e-05 -0.00034292428737560371 6.612807783320619e-05
leaf_weight=0.0012735475142639108 0.0012129953193374069 0.0010010443991855487 0.0011209283178704081 0.0013854530710437586 0.0010690914612266843 0.001946935087190856
leaf_count=497 1543 474 366 243 280 507
internal_value=0 0.000119236 -4.57662e-05 -0.000179346 3.8136e-05 -7.88688e-05
internal_weight=0 0.00227459 0.0067354 0.00259845 0.00413695 0.00301603
internal_count=3910 971 2939 1786 1153 787
is_linear=0
shrinkage=0.00196078


Tree=8676
num_leaves=8
num_cat=0
split_feature=50 15 16 0 4 42 3
split_gain=1.87861e-05 3.80827e-05 5.58105e-05 3.6379e-05 5.85656e-05 3.8886e-05 7.12755e-05
threshold=0.086465000000000014 -0.14868999999999996 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 0.084685000000000024 -0.040669999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00038380092933858114 -0.00025510951096013607 -0.00043560084194443687 -6.7432269595437501e-05 -0.00058509355586368946 0.00058967051554351742 0.00023428128049889367 6.188842759559763e-05
leaf_weight=0.0010075732285168759 0.001021468419630152 0.0010729351584667602 0.0010490620158644061 0.001069086694094298 0.0010369196830456433 0.0011971548980905123 0.001688807561901126
leaf_count=428 715 294 213 911 81 1001 267
internal_value=0 2.7028e-05 -2.35028e-05 4.96891e-05 0.000259207 -6.08152e-05 -0.000188912
internal_weight=0 0.00812154 0.00711397 0.00604103 0.00208598 0.00395505 0.00275789
internal_count=3910 3195 2767 2473 294 2179 1178
is_linear=0
shrinkage=0.00196078


Tree=8677
num_leaves=8
num_cat=0
split_feature=50 15 16 0 4 2 133
split_gain=1.50802e-05 2.8404e-05 6.12545e-05 4.11307e-05 5.25756e-05 3.90912e-05 3.41679e-05
threshold=0.086465000000000014 -0.14789999999999995 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 0.08400500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00033441373859225673 -0.00022566901952299112 -0.0004509038650663952 -2.4469235723318173e-05 -0.0003402612746893249 0.00060181350058399914 0.00026312731435821268 -0.00019073978365155141
leaf_weight=0.0010089705912325834 0.0010260766312806978 0.0010636454917765329 0.0010465512911576238 0.0012745273721615435 0.0010153240368293501 0.0015625056029640941 0.0010774456377936462
leaf_count=442 715 292 212 553 81 899 716
internal_value=0 2.67355e-05 -1.73609e-05 5.97992e-05 0.00028393 -5.82571e-05 7.78901e-05
internal_weight=0 0.00804897 0.00704 0.00597635 0.00206188 0.00391448 0.00263995
internal_count=3910 3195 2753 2461 293 2168 1615
is_linear=0
shrinkage=0.00196078


Tree=8678
num_leaves=8
num_cat=0
split_feature=43 1 4 12 12 3 15
split_gain=9.22358e-06 1.87801e-05 1.90954e-05 2.8129e-05 1.80086e-05 1.57975e-05 6.37091e-06
threshold=-0.057994999999999998 0.10353000000000001 -1.0000000180025095e-35 0.083325000000000024 0.051320000000000005 0.12046500000000002 -0.029114999999999999
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -3 -6
right_child=1 5 -4 -5 6 -7 -8
leaf_value=0.015326580228073542 0.010413486144601173 0.012991760721689236 -0.0180001049843691 -0.012446646001976938 0.0046083544220194171 -0.0040288774734145464 -0.0065311827781828497
leaf_weight=0.0010063425932950168 0.0010047436351402819 0.0011179137865288122 0.0011029431648585972 0.0011593665994079014 0.0010193186980051575 0.0010645896136211037 0.0010344468436920295
leaf_count=366 211 295 407 990 677 233 731
internal_value=0 -0.00249302 -0.00729111 -0.00183324 0.0043675 0.00468937 -0.00100244
internal_weight=0 0.00544956 0.00326705 0.00216411 0.00306011 0.0021825 0.00205377
internal_count=3910 2136 1608 1201 1774 528 1408
is_linear=0
shrinkage=0.1


Tree=8679
num_leaves=7
num_cat=0
split_feature=42 49 1 4 4 457
split_gain=9.81117e-06 2.65525e-05 2.79369e-05 3.54748e-05 3.76024e-05 2.10868e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998 0.083585000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.018636662556497409 -0.0084226892351766322 -0.0021392277389380102 0.017171771859877689 -0.013383022343041232 0.022395637678971955 0.0017569729405952522
leaf_weight=0.0010074706540951601 0.001195159001642937 0.001639173113981394 0.0014043093365933806 0.0012226140867269302 0.0010092943826128411 0.0010206806081314742
leaf_count=463 843 643 302 496 921 242
internal_value=0 0.00135097 0.00508956 0.000706509 0.00721067 -0.00837343
internal_weight=0 0.00730354 0.00527539 0.00387108 0.00264847 0.00202815
internal_count=3910 3067 2362 2060 1564 705
is_linear=0
shrinkage=0.1


Tree=8680
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 15
split_gain=2.0319e-05 2.30225e-05 2.93632e-05 2.84738e-05 3.72401e-05 1.83021e-05
threshold=1.0000000180025095e-35 -0.057994999999999998 -0.052074999999999989 -0.09547499999999999 -1.0000000180025095e-35 -0.095799999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.000436970562019879 -0.00027083121988169995 0.00016500622307915618 2.2459723461936239e-05 -0.00015034852754351236 -0.00041565868243535287 0.00019230826141589585
leaf_weight=0.0010000016404119341 0.0010051473085626256 0.0016230864892056974 0.0019157879487522107 0.0014031496164228371 0.001289783607675901 0.0010460870043149141
leaf_count=806 304 336 865 292 1024 283
internal_value=0 2.43925e-05 0.000164621 -5.18603e-05 -0.000146001 -3.99729e-06
internal_weight=0 0.0082779 0.00291579 0.00536211 0.00373902 0.00244924
internal_count=3910 3606 1671 1935 1599 575
is_linear=0
shrinkage=0.00196078


Tree=8681
num_leaves=7
num_cat=0
split_feature=0 51 47 48 15 15
split_gain=8.46919e-06 2.77299e-05 2.17661e-05 3.6394e-05 5.15509e-05 2.6838e-06
threshold=-0.017269999999999997 -0.07742499999999998 0.09252500000000001 0.087235000000000021 -0.094119999999999995 0.085120000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.014899889364817148 0.0059841815413142893 0.028985892347431742 -0.011139159914255577 -0.0098552359464367367 -0.0021672110897377247 0.0050775312580442454
leaf_weight=0.0012821834917155061 0.0018372334097852211 0.0010114940548023076 0.0010918814764539304 0.0012293028624934142 0.0010417975890908131 0.0010042288759090079
leaf_count=540 446 365 304 346 811 1098
internal_value=0 -0.00168474 0.00146551 0.004676 0.0105184 0.00138865
internal_weight=0 0.00666089 0.0053787 0.00428682 0.00305752 0.00204603
internal_count=3910 3464 2924 2620 2274 1909
is_linear=0
shrinkage=0.1


Tree=8682
num_leaves=7
num_cat=0
split_feature=50 4 151 16 0 52
split_gain=9.23117e-06 2.31713e-05 1.95667e-05 3.8446e-05 1.71041e-05 4.85694e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.092424999999999993 -0.082994999999999985 0.091210000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.010128852683609003 -0.0089296756437713051 0.015218316457284511 -0.016566979148113548 0.011446836308097922 -0.016235135403054227 0.012886064761557327
leaf_weight=0.0012656734368277972 0.0010233223657630103 0.0010180200862402134 0.0016102833486142235 0.0012550712845315688 0.0012653094227623926 0.0010463259605614681
leaf_count=452 747 396 467 683 811 354
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internal_weight=0 0.00746068 0.00644266 0.00517699 0.00356671 0.00231164
internal_count=3910 3163 2767 2315 1848 1165
is_linear=0
shrinkage=0.1


Tree=8683
num_leaves=8
num_cat=0
split_feature=11 42 0 15 4 52 52
split_gain=2.6083e-05 2.31037e-05 3.67764e-05 5.14073e-05 6.37565e-05 4.85172e-05 2.68247e-05
threshold=1.0000000180025095e-35 0.091955000000000023 -0.14867499999999997 -0.088379999999999986 -0.076854999999999993 1.0000000180025095e-35 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00035671929299647514 -0.00029997800857718302 -0.00023220662253116387 0.00053951543598640818 0.00054121528370430219 -0.00026854682540904465 -1.719495031661354e-05 6.9712119626031506e-05
leaf_weight=0.0010743368677946785 0.0010059934602805179 0.0010862599678789784 0.0011177645002274817 0.0011727014009792148 0.0014157970133187011 0.0012210870330871353 0.0012013458529195739
leaf_count=97 304 785 654 418 964 519 169
internal_value=0 3.43583e-05 7.45578e-05 0.000169773 6.12874e-05 0.000256367 -0.000131604
internal_weight=0 0.00828929 0.00720303 0.00492735 0.00380959 0.00239379 0.00227568
internal_count=3910 3606 2821 2555 1901 937 266
is_linear=0
shrinkage=0.00196078


Tree=8684
num_leaves=7
num_cat=0
split_feature=43 13 4 4 52 16
split_gain=9.83066e-06 1.98452e-05 3.43826e-05 3.17587e-05 1.68163e-05 2.00089e-05
threshold=-0.057994999999999998 -0.09547499999999999 -0.034289999999999994 0.08734500000000002 -0.088779999999999984 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.014895397253668938 0.0060607090456737097 -0.021966698121508272 0.0089230069094979811 -0.013511360084114424 0.0092415657334337202 -0.010664217729962669
leaf_weight=0.0010330830557101264 0.0017860578917244245 0.0010606294397167847 0.0014890557051968679 0.0010950511536186691 0.0010020348959894558 0.0010179683466095843
leaf_count=471 401 1074 378 283 559 744
internal_value=0 -0.00257467 -0.00680634 -0.000583868 0.00451763 -0.000789833
internal_weight=0 0.00543079 0.00364474 0.00258411 0.00305309 0.00202
internal_count=3910 2136 1735 661 1774 1303
is_linear=0
shrinkage=0.1


Tree=8685
num_leaves=7
num_cat=0
split_feature=47 43 2 12 0 15
split_gain=2.0959e-05 4.44735e-05 4.51252e-05 3.12669e-05 2.08842e-05 3.01177e-05
threshold=0.11669500000000001 -0.07526999999999999 0.089910000000000004 0.092150000000000024 -0.071924999999999989 -0.095799999999999982
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=6.054031561476757e-05 -0.00027388039212760692 -0.00031454298487586658 -6.2352201749305306e-05 0.00048609421533628809 -0.00015394553497017287 0.00037349115503842458
leaf_weight=0.0016755472316884396 0.001003248260195458 0.0019582509031433907 0.0011993255191678673 0.0010993060238259043 0.0012330235034899903 0.0012396024147886603
leaf_count=1085 179 1206 220 375 447 398
internal_value=0 2.59644e-05 -7.41665e-05 0.000229131 5.40262e-05 0.000159168
internal_weight=0 0.00840506 0.0056302 0.00277485 0.00367195 0.00243893
internal_count=3910 3731 2271 1460 1065 618
is_linear=0
shrinkage=0.00196078


Tree=8686
num_leaves=7
num_cat=0
split_feature=157 160 2 0 0 1
split_gain=2.25586e-05 5.6985e-05 2.01628e-05 4.89986e-05 2.83493e-05 4.04196e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.11934000000000002 -0.17106499999999999 -0.084304999999999977 0.088675000000000018
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0002746832786838012 -0.00043441903848160122 0.00044266091044294108 -0.0002182532886472481 -0.00020399851359194471 0.00026881288619234921 -0.00020945049951110663
leaf_weight=0.0010004065520601855 0.0011877972234524276 0.0011261784969704156 0.00106824759479113 0.0018290352962179813 0.0019875298954312318 0.0010322300920358584
leaf_count=587 813 113 304 891 697 505
internal_value=0 -3.71379e-05 2.98612e-05 7.42208e-05 -1.13529e-05 0.00010533
internal_weight=0 0.00823102 0.00704322 0.00597497 0.0048488 0.00301976
internal_count=3910 3323 2510 2206 2093 1202
is_linear=0
shrinkage=0.00196078


Tree=8687
num_leaves=7
num_cat=0
split_feature=50 160 42 15 42 0
split_gain=1.29506e-05 2.33375e-05 2.85364e-05 3.59836e-05 4.37278e-05 8.21851e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 0.041585000000000004 0.083970000000000017 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027881154893712103 -0.00021446650470183386 -0.0003104057464101091 -0.00021209257378832665 0.00034589946499043216 -0.00032731653202794716 0.00041837636822847579
leaf_weight=0.0011414035606325465 0.0010294441428693483 0.0011193701737258017 0.0016952472058995938 0.0011274235777875147 0.0014475944884282561 0.0014967873481067477
leaf_count=557 715 804 193 563 623 455
internal_value=0 1.91337e-05 -2.39071e-05 3.17016e-05 -4.46481e-05 8.35427e-05
internal_weight=0 0.00802783 0.00688642 0.00576705 0.00463963 0.00319203
internal_count=3910 3195 2638 1834 1271 648
is_linear=0
shrinkage=0.00196078


Tree=8688
num_leaves=7
num_cat=0
split_feature=1 12 2 151 12 3
split_gain=8.53357e-06 1.68831e-05 2.88187e-05 4.50241e-05 2.75013e-05 1.69662e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 0.081660000000000024 -0.013944999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.0029695221413323183 0.0081639368503651187 -0.012172566138571476 -0.011295296788755359 0.019559846360735759 -0.020001672122685558 0.0045102713349904986
leaf_weight=0.0010214516069734377 0.0011049492272914583 0.0011893953680909017 0.0011347771644787939 0.0015098412321835162 0.0010641328915338651 0.0014867164606454793
leaf_count=254 345 520 400 1000 1100 291
internal_value=0 -0.00125691 0.000831424 0.0056689 -0.00875113 0.0120931
internal_weight=0 0.00740631 0.00621692 0.00413133 0.00208558 0.00299656
internal_count=3910 3565 3045 1691 1354 1291
is_linear=0
shrinkage=0.1


Tree=8689
num_leaves=7
num_cat=0
split_feature=50 15 4 1 43 48
split_gain=1.16971e-05 2.1944e-05 3.07835e-05 4.12477e-05 4.48773e-05 6.67154e-05
threshold=0.086465000000000014 -0.14487999999999998 0.097045000000000006 0.094485000000000013 0.0016850000000000001 0.083775000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028283216410890946 -0.00020212926743971567 -0.00042467191960144285 -0.00025866163910939202 0.00033308867205247286 0.00027058327647719045 0.000208747897285891
leaf_weight=0.0010689423381072755 0.0010149669858040824 0.001724934117657685 0.0015886460910642785 0.0014611089249375758 0.001157181071995265 0.0010157575690898275
leaf_count=484 715 1350 339 498 345 179
internal_value=0 2.12944e-05 -1.8945e-05 5.21179e-05 -5.32034e-05 -0.000189913
internal_weight=0 0.00801657 0.00694763 0.00535898 0.00389787 0.00274069
internal_count=3910 3195 2711 2372 1874 1529
is_linear=0
shrinkage=0.00196078


Tree=8690
num_leaves=7
num_cat=0
split_feature=160 4 4 12 52 0
split_gain=8.85199e-06 2.16839e-05 2.65231e-05 2.68569e-05 1.99476e-05 9.61848e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 0.092365000000000017 0.071660000000000015 -0.10783
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.00615687833235777 0.0011688707160879142 0.012517639951952902 -0.0029869701780876907 -0.0086680064705970308 0.020731844919374548 -0.016537885467546542
leaf_weight=0.001847925531899902 0.0010321885795346862 0.001442486859540469 0.0010082449076939122 0.0010333750076338315 0.0010528922555217922 0.0010901707218937651
leaf_count=1218 666 396 127 604 505 394
internal_value=0 0.00166584 -0.00133473 0.00451428 0.0110475 -0.010027
internal_weight=0 0.00665936 0.00521687 0.00311846 0.00208508 0.00209842
internal_count=3910 2692 2296 1775 1171 521
is_linear=0
shrinkage=0.1


Tree=8691
num_leaves=7
num_cat=0
split_feature=0 52 52 16 12 16
split_gain=9.26133e-06 4.68225e-05 3.12018e-05 4.64071e-05 4.71171e-05 2.79864e-05
threshold=-0.14867499999999997 -0.010284999999999997 -0.013104999999999999 -0.033174999999999989 0.086935000000000012 0.18936500000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.021594947244664004 0.023178588469760363 0.0064394585808942167 0.021036990577291529 -0.016586874558156588 -0.0072683328076039114 0.00015248492793740848
leaf_weight=0.0010194661003540199 0.0010754184244264778 0.0014334473931446076 0.0010797175697372567 0.0015602248474535303 0.0012915604074398466 0.0010366682543224101
leaf_count=124 783 260 599 506 1146 492
internal_value=0 -0.00521204 0.00207361 -0.00319286 0.00561997 0.0118768
internal_weight=0 0.00245291 0.00604359 0.0039315 0.00237128 0.00211209
internal_count=3910 384 3526 2251 1745 1275
is_linear=0
shrinkage=0.1


Tree=8692
num_leaves=7
num_cat=0
split_feature=1 0 13 4 3 3
split_gain=9.18438e-06 3.33554e-05 2.32042e-05 3.06417e-05 1.96526e-05 8.81531e-06
threshold=0.088010000000000019 -0.084074999999999997 -0.0024749999999999993 0.022820000000000003 -0.089604999999999976 0.10856000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -5
right_child=2 4 3 5 -6 -7
leaf_value=-0.017466461724844486 0.011716520626288368 0.012784137150008182 -0.016174260606162161 0.011381108741629313 -0.0055868719116070054 -0.0017607873557202456
leaf_weight=0.0012002385519937339 0.0018240564109617825 0.0010980358098327207 0.0010723323221964068 0.0010041933663730096 0.0012397938311659853 0.001038017725403878
leaf_count=1213 961 326 351 172 786 101
internal_value=0 -0.00391543 0.00275959 -0.0024861 0.00304165 0.00470133
internal_weight=0 0.00353807 0.0049386 0.00311454 0.00233783 0.00204221
internal_count=3910 2325 1585 624 1112 273
is_linear=0
shrinkage=0.1


Tree=8693
num_leaves=6
num_cat=0
split_feature=49 42 2 0 0
split_gain=9.18269e-06 2.52109e-05 2.16556e-05 3.20646e-05 1.82433e-05
threshold=-0.047894999999999993 -0.082904999999999993 0.086130000000000012 -0.13506999999999997 -0.014809999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0062931721239966217 0.012331270399714607 -0.013134301871673873 -0.010685373721195593 0.017491525761055775 -0.0011354813447382746
leaf_weight=0.0018091699513188156 0.001068635611502864 0.0018917640083697422 0.0015919936806603318 0.0010457373390661499 0.001057507148516117
leaf_count=505 530 1158 275 1199 243
internal_value=0 -0.00174133 -0.00443302 2.15722e-05 0.0081259
internal_weight=0 0.00665564 0.005587 0.00369524 0.00210324
internal_count=3910 3405 2875 1717 1442
is_linear=0
shrinkage=0.1


Tree=8694
num_leaves=6
num_cat=0
split_feature=1 0 47 51 0
split_gain=1.02022e-05 2.40786e-05 1.32944e-05 2.79956e-05 4.1809e-05
threshold=0.076710000000000014 0.047345000000000005 0.087850000000000025 0.085845000000000019 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.013649316924953775 0.021514713873573524 0.0053946789803357301 -0.0044829166394515559 -0.008073492798610294 -0.0032058078545222448
leaf_weight=0.0014814175352727914 0.0016046324017349473 0.0012031147809210114 0.0019074243093918676 0.0010654566968834244 0.0011926590163378117
leaf_count=1913 344 95 377 249 932
internal_value=0 -0.00511445 0.00234776 0.00572075 0.0109748
internal_weight=0 0.00268453 0.00577017 0.00386275 0.00279729
internal_count=3910 2008 1902 1525 1276
is_linear=0
shrinkage=0.1


Tree=8695
num_leaves=6
num_cat=0
split_feature=52 160 2 16 0
split_gain=9.24769e-06 3.25925e-05 2.30233e-05 1.36606e-05 3.29986e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.089910000000000004 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
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leaf_value=-0.0056115247995207765 -0.018560292597171575 -0.0070498549260579017 0.012538547927344275 -0.0074514515335211322 0.013245726865136993
leaf_weight=0.0012389471689937597 0.0010181673921004636 0.0013888732400723274 0.0016033469441380146 0.0013012000159541258 0.0018930174195561547
leaf_count=518 924 263 672 260 1273
internal_value=0 -0.0023763 0.00462699 0.00121909 0.00465678
internal_weight=0 0.00560126 0.00284229 0.00458309 0.00328189
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=8696
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 1
split_gain=2.40535e-05 4.0163e-05 1.81567e-05 3.90918e-05 6.02129e-05 5.45126e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.11097000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.00035582362088018744 0.00028859974449708172 0.00010827243849855943 -0.00014140856157257106 -0.00028135758050693856 0.0006721320849907502 2.6349434292645257e-05
leaf_weight=0.0016270822199560416 0.0011367328456172009 0.0012816250208237234 0.0018553360102847253 0.001285772266883626 0.0010025713955580837 0.0010076637851382036
leaf_count=1913 450 95 880 263 139 170
internal_value=0 -0.000151335 6.43043e-05 1.48097e-05 0.000113321 0.000348423
internal_weight=0 0.00290871 0.00628808 0.00515134 0.00386557 0.00201024
internal_count=3910 2008 1902 1452 1189 309
is_linear=0
shrinkage=0.00196078


Tree=8697
num_leaves=6
num_cat=0
split_feature=3 39 2 48 2
split_gain=9.49653e-06 2.47667e-05 2.1566e-05 1.9818e-05 4.00087e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.085425000000000015 0.084235000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0054723527210540652 0.0082871917919078632 0.012855865898568462 -0.01544201876875854 0.010408401555399873 -0.015187833030219443
leaf_weight=0.0019681574206102956 0.0011833966694375243 0.0010469322956648567 0.0012616246424689229 0.0011969673523998343 0.0017895876553628764
leaf_count=937 239 424 354 373 1583
internal_value=0 -0.00137318 -0.00376959 -0.000797421 -0.00436685
internal_weight=0 0.00726327 0.00621634 0.00495471 0.00375775
internal_count=3910 3671 3247 2893 2520
is_linear=0
shrinkage=0.1


Tree=8698
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=8.4668e-06 2.12152e-05 1.53363e-05 3.15332e-05 2.67434e-05 3.53654e-05
threshold=0.076710000000000014 -0.083329999999999987 0.024640000000000006 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0028239291212125983 0.019994070874206554 -0.015242061441966685 -0.0089927093413244372 -0.0073592221677503834 -0.01314016163830386 0.015937912354167149
leaf_weight=0.0015685262429286594 0.0010321129602818232 0.0011100168576918085 0.0010180872343612309 0.0011689985809537349 0.0010657823879603096 0.0014721551371323525
leaf_count=454 269 1554 544 135 430 524
internal_value=0 -0.00466281 0.0021428 0.00453503 0.000230812 0.00562639
internal_weight=0 0.00267854 0.00575714 0.00473905 0.00370694 0.00264115
internal_count=3910 2008 1902 1358 1089 659
is_linear=0
shrinkage=0.1


Tree=8699
num_leaves=7
num_cat=0
split_feature=42 49 1 15 4 457
split_gain=9.44868e-06 1.95103e-05 2.14228e-05 3.30916e-05 2.02824e-05 1.68968e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.038029999999999987 -0.08422499999999998 0.084365000000000009
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.016236251872323887 -0.0082750063359691636 -0.013635201494179834 0.015259583751529368 -0.00045349990561157456 0.017134464638132212 0.0021116018304898035
leaf_weight=0.0010010117659116054 0.0011895632399821906 0.0011318939876196208 0.0013781757437849405 0.0016081389649128628 0.0011070376890855427 0.0010066858594601968
leaf_count=483 843 705 302 634 721 222
internal_value=0 0.00134233 0.0045617 0.000729283 0.0067175 -0.0070364
internal_weight=0 0.00723294 0.00522525 0.00384707 0.00271518 0.0020077
internal_count=3910 3067 2362 2060 1355 705
is_linear=0
shrinkage=0.1


Tree=8700
num_leaves=6
num_cat=0
split_feature=49 42 2 52 2
split_gain=9.29725e-06 1.6511e-05 2.15276e-05 3.48955e-05 2.624e-05
threshold=-0.047894999999999993 -0.082904999999999993 0.086130000000000012 -0.0066199999999999991 0.10571000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0063731192039829174 0.0097103455495889772 -0.012612412494097567 -0.014231715962037431 0.019399059462022264 -0.0012767517966730257
leaf_weight=0.0017930321974795986 0.0010572551843977184 0.0018846817072930371 0.0011152152037951376 0.0010204196189626555 0.0015404421714060622
leaf_count=505 530 1158 693 644 380
internal_value=0 -0.00174479 -0.00392274 0.000532359 0.00696188
internal_weight=0 0.00661801 0.00556076 0.00367608 0.00256086
internal_count=3910 3405 2875 1717 1024
is_linear=0
shrinkage=0.1


Tree=8701
num_leaves=7
num_cat=0
split_feature=42 40 2 3 43 52
split_gain=1.72865e-05 3.83e-05 4.69673e-05 4.73811e-05 3.11944e-05 2.79216e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.10856000000000002 -0.074254999999999988 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00024000403208648878 0.00037716797657035505 0.0001733190264759693 -0.00039586088677649126 0.00040188611940626342 -0.00039985379715229516 -1.4371616360861625e-05
leaf_weight=0.0010330001900923881 0.0010581398013208261 0.001699431398884415 0.0010962467326419284 0.0011572920576276595 0.0011480714992935601 0.0019485318658522851
leaf_count=440 363 983 300 158 423 1243
internal_value=0 2.93195e-05 -2.28925e-05 4.5786e-05 -4.01416e-05 -0.00015729
internal_weight=0 0.00810771 0.00704957 0.00595333 0.00479603 0.0030966
internal_count=3910 3470 3107 2807 2649 1666
is_linear=0
shrinkage=0.00196078


Tree=8702
num_leaves=8
num_cat=0
split_feature=42 40 2 48 13 2 12
split_gain=3.20833e-05 3.89338e-05 4.69182e-05 4.72735e-05 4.9662e-05 6.61758e-05 4.72121e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.093225000000000016 -0.094679999999999986 0.097575000000000009 0.085845000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00032624387704936151 0.00037786586992588313 0.00033042622767839674 -0.00038386930400011643 0.000430086103886638 0.00024226943988067394 -0.00055583560449311536 -0.00025987910854835793
leaf_weight=0.0010696239118296287 0.0011018810208347054 0.0011530137157368739 0.0011351608667364071 0.0010444406491523202 0.0016234494053093563 0.0010431080492487544 0.0012933494096953307
leaf_count=440 363 288 300 254 635 422 1208
internal_value=0 3.4332e-05 -1.75751e-05 4.99543e-05 -2.76971e-05 -0.000131973 1.96097e-05
internal_weight=0 0.0083944 0.00729252 0.00615736 0.00511292 0.00395991 0.0029168
internal_count=3910 3470 3107 2807 2553 2265 1843
is_linear=0
shrinkage=0.00196078


Tree=8703
num_leaves=7
num_cat=0
split_feature=42 43 0 4 15 16
split_gain=1.04326e-05 2.22662e-05 3.37875e-05 2.21411e-05 2.48651e-05 5.38505e-06
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 -0.06272999999999998 -0.092459999999999987 -0.110495
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0078146697758702238 -0.0022446309987358792 -0.01189799941495666 0.023343801296298677 0.00075897781152748983 0.013083970593094943 -0.0095262578534145784
leaf_weight=0.001426669307271154 0.0010536260275860207 0.0015674628994489428 0.0010113307002339673 0.0010014276547467822 0.0013365833372085559 0.0010353393380866901
leaf_count=1060 976 785 357 199 347 186
internal_value=0 0.00156708 0.0102875 -0.00207753 0.00248565 -0.00446926
internal_weight=0 0.00700577 0.00206496 0.00494081 0.00337335 0.00203677
internal_count=3910 2850 1333 1517 732 385
is_linear=0
shrinkage=0.1


Tree=8704
num_leaves=6
num_cat=0
split_feature=42 43 16 49 2
split_gain=9.68188e-06 2.02846e-05 1.98296e-05 1.92947e-05 2.46498e-05
threshold=0.091955000000000023 0.070805000000000021 0.10994000000000002 -0.0057999999999999987 0.084235000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0072441752737984868 -0.0083709007847440949 0.013858279840956438 -0.012065831084635716 0.016461531343310524 -0.00099106855764379822
leaf_weight=0.0015407421072421469 0.0011912383264911204 0.0011006690334448843 0.0012602578295267935 0.001388712180737504 0.0019395262110237113
leaf_count=552 843 311 457 591 1156
internal_value=0 0.00135881 -0.00088581 0.00200796 0.00629105
internal_weight=0 0.00722991 0.00612924 0.00486898 0.00332824
internal_count=3910 3067 2756 2299 1747
is_linear=0
shrinkage=0.1


Tree=8705
num_leaves=7
num_cat=0
split_feature=4 12 47 3 43 0
split_gain=2.09922e-05 2.8506e-05 3.49378e-05 6.48011e-05 4.96861e-05 5.49906e-05
threshold=0.27020000000000005 -0.036459999999999992 0.085165000000000018 0.10666500000000002 -0.083899999999999988 -0.084154999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00035235037132401952 0.00020780748985955595 0.00010545444609835404 0.0002725696083288387 0.00032874573994030388 -0.00010973803387833464 -0.00067408332549288874
leaf_weight=0.0010036868425040346 0.0015228355639729076 0.0014674707158750986 0.0014430347283027351 0.0012121724584349307 0.0016160065218569413 0.0011266407829343859
leaf_count=294 472 677 399 129 845 1094
internal_value=0 -4.36982e-05 1.42573e-06 -7.07338e-05 -0.000185752 -0.000341563
internal_weight=0 0.00786901 0.00686533 0.00542229 0.00421012 0.00274265
internal_count=3910 3438 3144 2745 2616 1939
is_linear=0
shrinkage=0.00196078


Tree=8706
num_leaves=6
num_cat=0
split_feature=52 160 2 2 16
split_gain=1.04385e-05 2.65037e-05 2.57259e-05 1.4681e-05 7.73089e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 0.11005500000000001 -0.15168999999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0022614471988353364 -0.017185093167369724 0.016096925682585361 0.017542005997825787 0.0093986003317329831 -0.015578736032924222
leaf_weight=0.0018084665557422006 0.0010103450681894222 0.0012794234443293958 0.0010293491637458749 0.0013648388114345014 0.0019370801539138776
leaf_count=694 924 265 496 315 1216
internal_value=0 -0.00252478 0.00492178 0.000708329 -0.00297916
internal_weight=0 0.00559169 0.00283782 0.00458134 0.0032165
internal_count=3910 2720 1190 1796 1481
is_linear=0
shrinkage=0.1


Tree=8707
num_leaves=6
num_cat=0
split_feature=1 4 47 15 48
split_gain=9.29302e-06 2.12334e-05 1.71519e-05 3.10931e-05 3.66551e-05
threshold=0.076710000000000014 -0.083329999999999987 0.087850000000000025 1.0000000180025095e-35 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0025995326480209649 0.022054141540866413 -0.01550276293085694 -0.0055139189076853345 -0.0075745246502667138 -0.001610898380931353
leaf_weight=0.0015664108908718763 0.0015434104888664927 0.0011051065591883246 0.0019026370307135589 0.001160793470435613 0.0011364517260192462
leaf_count=454 719 1554 377 564 242
internal_value=0 -0.00488871 0.00225035 0.00609673 0.0120185
internal_weight=0 0.00267152 0.00574329 0.00384066 0.00267986
internal_count=3910 2008 1902 1525 961
is_linear=0
shrinkage=0.1


Tree=8708
num_leaves=7
num_cat=0
split_feature=47 43 2 2 43 2
split_gain=2.26023e-05 4.58656e-05 4.66772e-05 4.43275e-05 2.88629e-05 2.66348e-05
threshold=0.11669500000000001 -0.17307499999999998 0.099015000000000006 0.090905000000000014 -0.0037249999999999996 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.00039221825780807036 -0.0002768096889418531 -0.00028852369549740495 0.00038637529895877858 -0.00050185830222225741 0.00010464078790700982 1.1664653655621574e-05
leaf_weight=0.0011820369774574475 0.0010060796469408351 0.001135393146418916 0.001206144573431311 0.0010774409430588188 0.0019522086386957016 0.0018448309165015628
leaf_count=261 179 1360 436 458 670 546
internal_value=0 3.41901e-05 -2.44575e-05 -0.000159429 -3.99362e-05 0.000159799
internal_weight=0 0.00839806 0.00721602 0.00416504 0.0030876 0.00305098
internal_count=3910 3731 3470 2488 2030 982
is_linear=0
shrinkage=0.00196078


Tree=8709
num_leaves=8
num_cat=0
split_feature=50 160 42 49 52 42 3
split_gain=1.34306e-05 3.22743e-05 3.2942e-05 3.38628e-05 6.17324e-05 7.71462e-05 6.03261e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.047894999999999993 -0.074484999999999982 0.084100000000000022 0.092005000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00032939084865348195 -0.00021642267867973223 -0.0003323450097140134 0.00027971938332764821 -0.00046838834036852766 0.00063859477256034863 -0.00036202785112802343 -1.8298564647779654e-05
leaf_weight=0.0011310349578494026 0.0010212996711505907 0.0011411074414135174 0.0015546388178123861 0.001060295586928787 0.0010090989714092737 0.0010367778674682747 0.0011500923239770424
leaf_count=557 715 804 339 493 187 667 148
internal_value=0 2.22146e-05 -2.77605e-05 3.20519e-05 -5.84109e-05 7.76033e-05 0.000288701
internal_weight=0 0.00808305 0.00695201 0.0058109 0.00425626 0.00319597 0.00215919
internal_count=3910 3195 2638 1834 1495 1002 335
is_linear=0
shrinkage=0.00196078


Tree=8710
num_leaves=8
num_cat=0
split_feature=42 40 2 48 13 2 3
split_gain=1.78559e-05 3.89494e-05 4.81584e-05 3.65442e-05 4.62396e-05 5.20392e-05 4.71008e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.093225000000000016 -0.094679999999999986 0.097135000000000013 -0.075679999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00024976867026182655 0.00038005676736795025 0.00032212532871762293 -0.00040638825337903437 0.00038058059982829927 -0.00028156229960190927 -0.00050967757188747883 0.00023653119407992664
leaf_weight=0.0010343049912330477 0.0010293563285015917 0.0011141681880228404 0.0010935630536042552 0.0010128266007746693 0.0012053519516805405 0.0010242455308085863 0.0015322400505245707
leaf_count=440 363 288 300 254 1428 437 400
internal_value=0 2.39863e-05 -2.85062e-05 4.1667e-05 -2.8731e-05 -0.000132646 8.41648e-06
internal_weight=0 0.00801175 0.0069824 0.00588883 0.00487601 0.00376184 0.00273759
internal_count=3910 3470 3107 2807 2553 2265 1828
is_linear=0
shrinkage=0.00196078


Tree=8711
num_leaves=6
num_cat=0
split_feature=52 160 2 12 52
split_gain=8.72699e-06 2.52632e-05 2.05463e-05 1.30855e-05 4.05995e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.089910000000000004 0.092365000000000017 0.071660000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
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leaf_value=-0.0051655399310178794 -0.016601369724643659 -0.0055529198390989708 0.01197505733137696 -0.0070956332602047888 0.017303012702612777
leaf_weight=0.0012415200016943836 0.0010135711952131915 0.0017783766629204762 0.0016013332414335319 0.0014294465529481309 0.0013804725317412845
leaf_count=518 924 634 672 581 581
internal_value=0 -0.00231322 0.00448948 0.000843085 0.00443552
internal_weight=0 0.00560187 0.00284285 0.0045883 0.00315885
internal_count=3910 2720 1190 1796 1215
is_linear=0
shrinkage=0.1


Tree=8712
num_leaves=6
num_cat=0
split_feature=1 0 47 48 0
split_gain=9.27367e-06 1.86396e-05 1.35619e-05 3.65737e-05 4.11943e-05
threshold=0.076710000000000014 0.047345000000000005 0.09252500000000001 0.086215000000000014 -0.087614999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.012384386247976413 0.020180587315256501 0.0043918934286253349 -0.0055317139184924216 -0.009634140418565619 -0.0042793912204136583
leaf_weight=0.0014807293666665529 0.0018749106767163152 0.0011982129057662527 0.001614734638268835 0.0011777187898205032 0.0010881329557619758
leaf_count=1913 440 95 328 263 871
internal_value=0 -0.00488084 0.00224163 0.00527293 0.011198
internal_weight=0 0.00267894 0.0057555 0.00414076 0.00296304
internal_count=3910 2008 1902 1574 1311
is_linear=0
shrinkage=0.1


Tree=8713
num_leaves=8
num_cat=0
split_feature=42 40 2 48 13 2 4
split_gain=1.24205e-05 3.30275e-05 4.49293e-05 3.21177e-05 3.97009e-05 5.89868e-05 4.66134e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.093225000000000016 -0.094679999999999986 0.097135000000000013 -0.032604999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00020572671108299776 0.00035039068477882529 0.00030102416676821322 -0.00039361418101019032 0.00036092001102371876 -0.00030869449552530941 -0.00052515875772654803 0.00022021210694897839
leaf_weight=0.0010381842838463667 0.0010277331274333159 0.0011143107599925783 0.001080867164393865 0.0010028734490684765 0.0010064573310014664 0.0010122121249965901 0.0017625463558130416
leaf_count=440 363 288 300 254 1042 437 786
internal_value=0 2.22217e-05 -2.61029e-05 4.12427e-05 -2.42449e-05 -0.0001201 2.7969e-05
internal_weight=0 0.008007 0.00697927 0.0058984 0.00489553 0.00378122 0.002769
internal_count=3910 3470 3107 2807 2553 2265 1828
is_linear=0
shrinkage=0.00196078


Tree=8714
num_leaves=6
num_cat=0
split_feature=43 4 13 0 3
split_gain=8.20673e-06 1.99602e-05 2.33277e-05 5.16759e-05 1.93774e-05
threshold=-0.062599999999999989 -0.23071499999999998 -0.0041499999999999983 -0.14867499999999997 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0022209422882447931 -0.014775603028779831 -0.0097641530906120103 -0.0040078426461193353 0.023950185503959623 0.014166193682808199
leaf_weight=0.0018604554705570716 0.0010445647624108606 0.0014452159282729894 0.0018878638898846382 0.0010173940092944676 0.0011787902472108033
leaf_count=1230 241 1321 221 365 532
internal_value=0 -0.00236233 0.000618141 0.0057828 0.00413491
internal_weight=0 0.00539504 0.00435047 0.00290526 0.00303925
internal_count=3910 2148 1907 586 1762
is_linear=0
shrinkage=0.1


Tree=8715
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=2.57983e-05 2.52276e-05 5.95519e-05 6.50123e-05 4.44342e-05 4.00876e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00024540273142681401 -0.00030348177892232701 -0.00040658219990856817 0.00037253843222648459 0.00022599246360085053 0.00036032129549785685 -0.00028338461258770021
leaf_weight=0.0011111502065856158 0.0010037077343980913 0.0013449033877053268 0.0018727021279063257 0.0010227975336561399 0.0014853659341124746 0.0014168832954942418
leaf_count=371 304 536 585 142 1060 912
internal_value=0 2.94399e-05 7.21959e-05 -3.45322e-05 9.29494e-05 -6.98363e-05
internal_weight=0 0.0082538 0.00714265 0.00526995 0.00392505 0.00243968
internal_count=3910 3606 3235 2650 2114 1054
is_linear=0
shrinkage=0.00196078


Tree=8716
num_leaves=7
num_cat=0
split_feature=13 47 42 43 52 0
split_gain=9.22755e-06 2.02708e-05 3.32766e-05 4.36807e-05 6.96813e-05 7.57733e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -0.07526999999999999 -0.072349999999999984 -0.15137999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.0086539974475173045 -0.015287014647203662 -0.014100270743901522 0.017311981984155005 -0.024357785195845416 0.024798731655648679 -0.0098053032364611679
leaf_weight=0.0010698897862379672 0.0010613362017803931 0.0010570964028131149 0.0016993694464889145 0.0010128478521633979 0.0012077810257729953 0.001329209410012823
leaf_count=210 1013 219 1031 321 163 953
internal_value=0 -0.00128442 0.000862397 0.00412764 -0.00218393 0.00666858
internal_weight=0 0.00736764 0.00631054 0.00524921 0.00354984 0.00253699
internal_count=3910 3700 3481 2468 1437 1116
is_linear=0
shrinkage=0.1


Tree=8717
num_leaves=7
num_cat=0
split_feature=11 13 39 457 43 3
split_gain=2.07247e-05 2.75648e-05 4.94494e-05 4.52271e-05 6.03578e-05 5.07866e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.074254999999999988 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00024266975625412894 -0.00026979442027686058 9.8411149024359263e-05 0.00035628050733227715 0.00025420882492358985 -0.00069078093604122575 -0.00014792114975066583
leaf_weight=0.0018044246028980091 0.001006018701652847 0.0016777385286186378 0.0010614622151880176 0.0010762469371440406 0.0011365360872940002 0.0015888110906376283
leaf_count=389 304 1057 387 200 1352 221
internal_value=0 2.81168e-05 -3.10724e-05 -0.000106111 -0.000194184 -0.000374307
internal_weight=0 0.00834522 0.00654079 0.00547933 0.00440309 0.00272535
internal_count=3910 3606 3217 2830 2630 1573
is_linear=0
shrinkage=0.00196078


Tree=8718
num_leaves=6
num_cat=0
split_feature=52 160 2 13 3
split_gain=9.5986e-06 2.66216e-05 1.98564e-05 1.33686e-05 3.11355e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.089910000000000004 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.004764113690347435 -0.017072337777286988 0.0073276623361871896 0.012107621107173564 -0.014399210329885294 0.0070334939135718024
leaf_weight=0.001241301121304296 0.0010157639715979707 0.0018694548313159731 0.0015924492543616913 0.0013532326149016619 0.0013579754065414298
leaf_count=518 924 511 672 1051 234
internal_value=0 -0.00242599 0.0047171 0.000821838 -0.00366411
internal_weight=0 0.00559643 0.00283375 0.00458066 0.00271121
internal_count=3910 2720 1190 1796 1285
is_linear=0
shrinkage=0.1


Tree=8719
num_leaves=6
num_cat=0
split_feature=43 47 16 16 0
split_gain=8.80774e-06 2.71395e-05 6.24435e-05 4.27989e-05 2.82285e-05
threshold=-0.17307499999999998 0.10436500000000001 0.15100500000000003 -0.008069999999999999 -0.13506999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0074111051303108718 -0.012484265159545064 0.01328806321757009 -0.024639111480841715 0.018399490120614773 0.0049013361101440632
leaf_weight=0.0013401600964684634 0.0019333407264187565 0.0010645238020417025 0.0011818284778115536 0.0010941507737191559 0.0018066174368163736
leaf_count=275 372 266 480 621 1896
internal_value=0 -0.00142977 -0.0040341 0.00100335 -0.00408601
internal_weight=0 0.00708046 0.00601594 0.00483411 0.00373996
internal_count=3910 3635 3369 2889 2268
is_linear=0
shrinkage=0.1


Tree=8720
num_leaves=7
num_cat=0
split_feature=0 47 3 42 16 16
split_gain=1.36767e-05 2.82208e-05 2.32735e-05 3.31669e-05 2.54238e-05 1.11305e-05
threshold=-0.017269999999999997 1.0000000180025095e-35 0.096385000000000012 0.083725000000000008 -0.079209999999999989 -0.12467499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=-0.00043390223386670363 0.00013724891254724182 -0.00010085551953824888 0.00024730990744090532 0.00018016309074068862 -1.8173935609848705e-06 -0.00038779198148238724
leaf_weight=0.0010075691941255523 0.0019175159568583068 0.0010641096756283254 0.0013807430810185654 0.0014020568065648545 0.0010898810040537547 0.0010160390742270976
leaf_count=613 446 139 254 1455 616 387
internal_value=0 -4.97716e-05 3.17408e-05 -5.33128e-05 -0.000209381 -0.000241008
internal_weight=0 0.0069604 0.00488025 0.00349951 0.00209745 0.00208015
internal_count=3910 3464 2938 2684 1229 526
is_linear=0
shrinkage=0.00196078


Tree=8721
num_leaves=7
num_cat=0
split_feature=42 0 51 13 15 0
split_gain=9.26341e-06 2.37164e-05 3.69115e-05 2.56585e-05 3.88824e-05 1.55383e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 -0.094679999999999986 -0.074174999999999977 -0.15517999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.019072992108325498 -0.008226418205463824 0.012305027524370874 0.015809468946342439 -0.0013939866993490731 -0.013721726219607239 0.016020504887993434
leaf_weight=0.0010036820888797609 0.0011844785134941709 0.0015439456595726037 0.0010522051697600659 0.0010434280108254418 0.0015788126986348229 0.0010067072419935135
leaf_count=415 843 364 307 100 1258 623
internal_value=0 0.00131409 -0.00167094 0.00206022 -0.00192634 0.0071573
internal_weight=0 0.00722878 0.00568484 0.00468115 0.00362895 0.00205014
internal_count=3910 3067 2703 2288 1981 723
is_linear=0
shrinkage=0.1


Tree=8722
num_leaves=6
num_cat=0
split_feature=52 160 2 4 4
split_gain=9.60626e-06 1.9614e-05 1.82242e-05 1.40968e-05 3.37096e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 -0.077679999999999985 0.17888000000000001
decision_type=2 2 2 2 2
left_child=2 -2 -1 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0013100285727447743 -0.015046170197006187 0.0068406322263706359 0.015421063235714122 -0.018472921423268129 0.0046946140594906092
leaf_weight=0.001804277390917253 0.0010095766430649224 0.001933236418474349 0.0010185487246269173 0.0010342465350462241 0.0015991269494466289
leaf_count=694 924 805 496 596 395
internal_value=0 -0.00243248 0.00472698 0.000356126 -0.00440434
internal_weight=0 0.00557619 0.00282283 0.00456661 0.00263337
internal_count=3910 2720 1190 1796 991
is_linear=0
shrinkage=0.1


Tree=8723
num_leaves=7
num_cat=0
split_feature=12 48 1 48 13 2
split_gain=2.00675e-05 4.47179e-05 6.51576e-05 4.23588e-05 4.02249e-05 7.14098e-05
threshold=-0.036459999999999992 0.11379500000000002 0.11198000000000001 0.085425000000000015 -0.094679999999999986 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.00024709422212856001 0.00020242732246413651 -0.00035781892916537922 0.00043330643503522069 0.00031425417645598245 0.0001098060236776691 -0.00047270600124544904
leaf_weight=0.0011837923980730592 0.0012012415051588124 0.0010229209339526375 0.0015721552267282729 0.0011703989122517329 0.0014427082261058055 0.0018423489315173101
leaf_count=504 216 141 306 351 911 1481
internal_value=0 2.58975e-05 8.01954e-05 -1.79441e-05 -0.000104609 -0.000216882
internal_weight=0 0.00825177 0.00722885 0.0056567 0.0044863 0.00328506
internal_count=3910 3406 3265 2959 2608 2392
is_linear=0
shrinkage=0.00196078


Tree=8724
num_leaves=7
num_cat=0
split_feature=15 151 2 2 1 4
split_gain=1.64216e-05 2.84096e-05 4.02348e-05 4.29381e-05 6.55049e-05 1.20216e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.10113500000000002 0.086650000000000019 0.095575000000000007 -0.15333499999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4
right_child=1 2 5 -5 -6 -7
leaf_value=-0.00018145307791911957 0.00032933583472292705 -0.00035801323987044416 -9.3653425165654181e-05 0.00033632406062059864 0.00025970314538193172 -0.00039747808073876945
leaf_weight=0.0016665972773830398 0.001070913924525168 0.0013911539498046523 0.0010002637218834527 0.001673417404272271 0.0012558317153430704 0.0010025344646423457
leaf_count=614 487 979 174 896 281 479
internal_value=0 3.4004e-05 -1.60142e-05 9.04782e-05 -6.49448e-05 -0.000245738
internal_weight=0 0.00739412 0.0063232 0.0043204 0.00264699 0.0020028
internal_count=3910 3296 2809 2156 1260 653
is_linear=0
shrinkage=0.00196078


Tree=8725
num_leaves=7
num_cat=0
split_feature=15 43 42 16 16 52
split_gain=9.38384e-06 2.48492e-05 3.17588e-05 2.92268e-05 3.85401e-05 3.05141e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.15100500000000003 -0.089864999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0070984494075742857 0.014331155937223342 -0.0058359760300814379 -0.01640596293490354 -0.011947241476193611 0.0032756401533498461 0.027704016660830125
leaf_weight=0.0015374993044901539 0.0012446233506828389 0.0014024460984998258 0.0011139253605309965 0.0010757003349263412 0.0010065409963700101 0.0010393536261595693
leaf_count=614 233 418 1204 323 504 614
internal_value=0 0.00154258 -0.0012806 0.00244362 0.00693281 0.0156857
internal_weight=0 0.00688259 0.00563797 0.00452404 0.00344834 0.00204589
internal_count=3910 3296 3063 1859 1536 1118
is_linear=0
shrinkage=0.1


Tree=8726
num_leaves=7
num_cat=0
split_feature=52 151 16 2 0 3
split_gain=2.90576e-05 3.354e-05 5.24106e-05 5.54459e-05 3.91327e-05 2.96424e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.07883999999999998 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-6.5902420140610899e-06 -0.00038490638146363891 0.00027546600768687082 -0.0001988635548503836 -0.0004968882252939286 0.00031424859482660165 0.00037839444621753758
leaf_weight=0.0018945695639985068 0.0011372114260202494 0.0016476266475546845 0.0013000810876024984 0.0011698550618044722 0.0010196142003983662 0.0012941862388832228
leaf_count=995 372 413 1203 291 441 195
internal_value=0 -8.021e-05 -1.27596e-05 -0.000148848 2.66732e-05 0.000149659
internal_weight=0 0.00627439 0.00513718 0.00348955 0.0023197 0.00318876
internal_count=3910 2720 2348 1935 1644 1190
is_linear=0
shrinkage=0.00196078


Tree=8727
num_leaves=7
num_cat=0
split_feature=11 2 43 150 0 16
split_gain=2.32846e-05 2.76761e-05 4.38424e-05 3.1227e-05 3.79643e-05 4.60778e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.074254999999999988 0.083435000000000023 -0.11756999999999999 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.00012347026730863257 -0.00028342403420545705 -0.00021372824444762471 -0.00031968814481298625 0.00041664041937172845 0.00047529784699742463 -7.3566740372630913e-05
leaf_weight=0.0016752450360197682 0.001015435064650177 0.0014055188143092512 0.0017600202584463628 0.00110175157258807 0.0011454793568473245 0.0012084411091382145
leaf_count=858 304 246 1150 239 789 324
internal_value=0 3.11414e-05 -0.000103577 0.000126343 4.12678e-05 0.000193525
internal_weight=0 0.00829646 0.00343527 0.00486119 0.00375944 0.00235392
internal_count=3910 3606 2008 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=8728
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 12
split_gain=3.86648e-05 2.90616e-05 4.38589e-05 6.82744e-05 3.68274e-05 3.3625e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.083514999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00026348205983679047 -0.00036997131636521725 0.00043729464925709244 0.00033101815795937278 -0.00039203408834659684 0.00017738312848690781 -0.00024302686357485453
leaf_weight=0.0011295064209731805 0.0010486754567157119 0.0010109049582058176 0.0018970493927333775 0.001379302747121015 0.0017836859025032203 0.0012398667641933393
leaf_count=371 304 735 585 316 318 1281
internal_value=0 2.92356e-05 7.44599e-05 -1.54413e-05 0.000113308 4.98581e-06
internal_weight=0 0.00844032 0.00731081 0.00541376 0.00403446 0.00302355
internal_count=3910 3606 3235 2650 2334 1599
is_linear=0
shrinkage=0.00196078


Tree=8729
num_leaves=6
num_cat=0
split_feature=49 42 0 3 43
split_gain=9.93552e-06 2.06209e-05 2.40095e-05 4.87637e-05 2.37671e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.074514999999999984 0.084925000000000014 -0.042649999999999993
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=0.0063131358740553065 0.010795102559174725 -0.021575231248060708 0.014911569187123148 0.0027180520221065912 -0.0060308104384032765
leaf_weight=0.0019027908945473499 0.0010712264457935989 0.0016962614582676019 0.0010198209635853099 0.0016110319129243804 0.0011563767833882945
leaf_count=529 529 1721 363 225 543
internal_value=0 -0.00189499 -0.00437406 -0.00974161 0.00378332
internal_weight=0 0.00655472 0.00548349 0.00330729 0.0021762
internal_count=3910 3381 2852 1946 906
is_linear=0
shrinkage=0.1


Tree=8730
num_leaves=6
num_cat=0
split_feature=42 51 47 4 0
split_gain=8.78916e-06 1.98505e-05 2.45113e-05 3.7921e-05 3.0358e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.087850000000000025 -0.23071499999999998 -0.12329499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0071703005818277979 -0.011164755710076572 -0.01000244392661849 -0.0083422832404166231 0.0026265253809899594 0.02096554167000575
leaf_weight=0.0014364216045245175 0.0010637935236793381 0.0010125218947190933 0.0013216523055987837 0.0017858739274401768 0.0018251708444215334
leaf_count=1060 521 142 310 368 1509
internal_value=0 0.00141618 0.00366732 0.00710029 0.0118958
internal_weight=0 0.00700901 0.00594522 0.00462357 0.00361104
internal_count=3910 2850 2329 2019 1877
is_linear=0
shrinkage=0.1


Tree=8731
num_leaves=7
num_cat=0
split_feature=51 40 2 3 52 12
split_gain=1.00538e-05 1.69985e-05 4.25724e-05 4.65557e-05 2.83339e-05 2.04129e-05
threshold=-0.09021499999999999 -0.0099849999999999991 0.11230000000000001 0.090325000000000003 -1.0000000180025095e-35 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0082747930669801375 0.010596296911133084 -0.017878586399369411 -0.017641962919039359 0.019680624364044448 0.011268132735285503 -0.0068535538535584783
leaf_weight=0.0012405743208702674 0.001004062993206125 0.0010513868910238177 0.0015724518342833454 0.0010710309005272497 0.0011765260048124803 0.0013178655599604472
leaf_count=515 373 766 400 160 491 1205
internal_value=0 -0.00147294 -0.00343089 0.00140929 -0.00410971 0.00169388
internal_weight=0 0.00719332 0.00618926 0.00461681 0.00354578 0.00249439
internal_count=3910 3395 3022 2622 2462 1696
is_linear=0
shrinkage=0.1


Tree=8732
num_leaves=7
num_cat=0
split_feature=0 42 43 16 16 16
split_gain=1.80027e-05 2.21105e-05 5.10442e-05 8.38524e-05 6.37881e-05 2.65841e-05
threshold=-1.0000000180025095e-35 0.088115000000000013 -0.0037249999999999996 -0.19424999999999998 -0.088144999999999987 -0.0083999999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00038618907018938664 0.000171233893628877 0.00015074489610026625 -0.0004400999863503676 0.00057835025329600433 -0.00023843354951986974 0.00019645591629120158
leaf_weight=0.0017351065104817594 0.0017959887170995734 0.0017058170133746799 0.0011589260548288799 0.0010261667011609156 0.0010530419844595623 0.0011101028603154729
leaf_count=1415 394 1157 225 199 286 234
internal_value=0 -4.65377e-05 -0.000101857 1.16015e-05 0.00017574 -1.52529e-05
internal_weight=0 0.00778916 0.00608334 0.00434824 0.00318931 0.00216314
internal_count=3910 3516 2359 944 719 520
is_linear=0
shrinkage=0.00196078


Tree=8733
num_leaves=7
num_cat=0
split_feature=11 13 39 457 43 15
split_gain=2.09753e-05 2.16709e-05 4.15329e-05 4.3622e-05 3.50535e-05 6.33458e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.074254999999999988 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00022484869835403623 -0.00026918456187036372 4.721445687365072e-05 0.00033746829723410918 0.00026617486820755066 5.8062913765102843e-05 -0.00055872317880959063
leaf_weight=0.0017502922923292759 0.0010017831877961276 0.0016500797926099031 0.0010403368934902924 0.0010596201219929165 0.00105562512283358 0.0016267223366729945
leaf_count=389 304 1057 387 200 203 1370
internal_value=0 3.14064e-05 -2.12304e-05 -9.04374e-05 -0.000177657 -0.00031599
internal_weight=0 0.00818268 0.00643238 0.00539205 0.00433243 0.00268235
internal_count=3910 3606 3217 2830 2630 1573
is_linear=0
shrinkage=0.00196078


Tree=8734
num_leaves=6
num_cat=0
split_feature=1 0 47 15 48
split_gain=9.83861e-06 1.94087e-05 1.39314e-05 2.78382e-05 2.96738e-05
threshold=0.076710000000000014 0.047345000000000005 0.087850000000000025 1.0000000180025095e-35 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.012703763167502139 0.020375628780399297 0.0044025832597433413 -0.0046819940007173412 -0.0071722689742953708 -0.00086914521498330187
leaf_weight=0.0014812474319193479 0.0015460443989127343 0.001201048295768676 0.0019162777206451244 0.0011635112128460367 0.001143913293142158
leaf_count=1913 719 95 377 564 242
internal_value=0 -0.00504408 0.00228613 0.00575128 0.0113412
internal_weight=0 0.0026823 0.00576975 0.00385347 0.00268996
internal_count=3910 2008 1902 1525 961
is_linear=0
shrinkage=0.1


Tree=8735
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 16
split_gain=2.04266e-05 2.18175e-05 4.91409e-05 6.30268e-05 3.37517e-05 2.00631e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.0030249999999999995 -0.089559999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022829530467855324 -0.00026845376647763238 0.00031523306706893298 0.00034501001553903092 -0.00039884610940232944 0.00013187500132533133 -0.00023874988830372161
leaf_weight=0.0010998325323630844 0.0010011780623990314 0.0016021735184941744 0.0018289098791258477 0.0013191207822387391 0.0011004926808726332 0.0011466507375852944
leaf_count=371 304 1763 585 316 135 436
internal_value=0 2.84299e-05 6.87816e-05 -2.89649e-05 9.77895e-05 -5.72439e-05
internal_weight=0 0.00809718 0.00699735 0.00516844 0.00384932 0.00224714
internal_count=3910 3606 3235 2650 2334 571
is_linear=0
shrinkage=0.00196078


Tree=8736
num_leaves=7
num_cat=0
split_feature=11 3 15 3 47 1
split_gain=1.92386e-05 3.87071e-05 3.48091e-05 9.86483e-05 3.50987e-05 3.4529e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.085120000000000015 -0.050194999999999997 0.077735000000000012 0.091845000000000024
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
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leaf_weight=0.0010910002417936137 0.0010466960489271008 0.0011673957564985451 0.0012617828059809516 0.0019022255984192658 0.0015766940944061331 0.0014639763970456792
leaf_count=222 304 1346 1078 259 206 495
internal_value=0 2.74621e-05 -2.35506e-05 -8.47776e-05 3.62995e-05 0.00014938
internal_weight=0 0.00846307 0.00737207 0.00611029 0.0049429 0.0033662
internal_count=3910 3606 3384 2306 960 754
is_linear=0
shrinkage=0.00196078


Tree=8737
num_leaves=6
num_cat=0
split_feature=52 160 2 16 0
split_gain=8.64042e-06 1.92664e-05 1.78584e-05 1.71177e-05 2.71759e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.089910000000000004 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
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leaf_value=-0.0045161730871542275 -0.01474210126508144 -0.0062711172896502028 0.011452776571694962 -0.009203138866224236 0.012104854937789653
leaf_weight=0.0012470688728143304 0.0010206531448709857 0.0013998005133239032 0.0015972881412701276 0.0013148356879780585 0.0018933355361595396
leaf_count=518 924 263 672 260 1273
internal_value=0 -0.00231086 0.00445141 0.000442629 0.00429385
internal_weight=0 0.00562862 0.00284436 0.00460797 0.00329314
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=8738
num_leaves=8
num_cat=0
split_feature=50 160 42 49 2 2 12
split_gain=3.18484e-05 4.8106e-05 3.47377e-05 4.22144e-05 4.59553e-05 5.16128e-05 2.40925e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.047894999999999993 0.097940000000000013 0.11230000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00040045859613930206 -0.00032746754691488725 -0.00033644348659929587 0.00030521653176595774 -5.6349550282601413e-05 0.00045660615463437987 -0.00014462336875108213 -0.00046880619297911679
leaf_weight=0.001191202438680824 0.001045148057732489 0.0011554160300961533 0.0016207020308004923 0.0010655337021612359 0.0010240057554555464 0.001183310270078741 0.0011134563565404938
leaf_count=557 715 804 339 273 225 322 675
internal_value=0 3.5596e-05 -2.50853e-05 3.48028e-05 -6.51128e-05 0.000134296 -0.000267113
internal_weight=0 0.00835363 0.00716242 0.00600701 0.00438631 0.00220732 0.00217899
internal_count=3910 3195 2638 1834 1495 547 948
is_linear=0
shrinkage=0.00196078


Tree=8739
num_leaves=7
num_cat=0
split_feature=1 0 2 0 52 0
split_gain=8.80991e-06 1.72414e-05 1.34262e-05 1.94558e-05 5.37089e-05 4.17563e-05
threshold=0.076710000000000014 0.047345000000000005 0.11462500000000002 -0.10575999999999998 -0.0066199999999999991 -0.066689999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.011968204919331855 -0.010256181964107859 0.0041272209100379591 0.01078693275724075 -0.021535184577345046 0.020494091054008082 0.0064277766054262183
leaf_weight=0.0014874440119447942 0.0010811176495322738 0.0012044302059929105 0.0013748474550781048 0.0010553126090669775 0.0011967532097680363 0.0010810664254846348
leaf_count=1913 189 95 413 677 202 421
internal_value=0 -0.0047666 0.0021577 -0.000529936 0.00589947 -0.00738516
internal_weight=0 0.00269187 0.0057891 0.00441425 0.00227787 0.00213638
internal_count=3910 2008 1902 1489 391 1098
is_linear=0
shrinkage=0.1


Tree=8740
num_leaves=7
num_cat=0
split_feature=11 13 39 52 1 2
split_gain=1.91477e-05 1.8147e-05 4.93638e-05 4.37026e-05 4.78888e-05 3.57268e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.081429999999999989 0.088965000000000002 0.090905000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00020615891622428848 -0.00025519295430224536 0.00019336921735349548 0.00037204484857387391 -0.00049991279091221987 0.00021487163605610438 -0.00025032198729464357
leaf_weight=0.0017550384736549846 0.0010223364404151952 0.00147884848693078 0.0010422309742629116 0.0013582706686858692 0.0011368866558685788 0.0014370163061983299
leaf_count=389 304 636 387 1573 436 185
internal_value=0 2.93713e-05 -1.87082e-05 -9.39721e-05 -0.000202038 -4.48471e-05
internal_weight=0 0.00820829 0.00645325 0.00541102 0.00393217 0.0025739
internal_count=3910 3606 3217 2830 2194 621
is_linear=0
shrinkage=0.00196078


Tree=8741
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=2.07709e-05 2.46221e-05 3.87094e-05 6.78786e-05 3.67654e-05 4.70381e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0002447809006968597 -0.00027110554221671451 -0.00039815332962725067 0.00031572957612218072 0.00028987642858161388 0.00036525783056744226 -0.00026092899638150509
leaf_weight=0.0011001753384726797 0.0010024686032760492 0.0013284190244255223 0.0018326405012708651 0.0010250166610261725 0.0014296328584907998 0.0014245035065543513
leaf_count=371 304 536 585 142 1060 912
internal_value=0 2.80111e-05 7.06403e-05 -1.56111e-05 0.000115391 -3.04411e-05
internal_weight=0 0.00814039 0.00704021 0.00520757 0.00387915 0.00244952
internal_count=3910 3606 3235 2650 2114 1054
is_linear=0
shrinkage=0.00196078


Tree=8742
num_leaves=7
num_cat=0
split_feature=52 151 16 2 16 16
split_gain=8.60564e-06 1.88799e-05 5.0236e-05 4.74922e-05 2.42254e-05 1.73317e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.057604999999999996 0.13514000000000004
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=0.011335513879892662 -0.014583876489723188 0.015743264486571259 -0.0090678472056857171 -0.02402949742869873 0.012414348243526808 -0.004372534818341758
leaf_weight=0.0015990857820316108 0.0010247167625200664 0.0014620152048084663 0.0010189704700132663 0.0010518232088441246 0.0010827442597295431 0.0012526787779174907
leaf_count=652 372 413 1118 291 526 538
internal_value=0 -0.00230495 0.000421142 -0.00668236 0.00199918 0.00443553
internal_weight=0 0.00564027 0.00461555 0.00315354 0.00210171 0.00285176
internal_count=3910 2720 2348 1935 1644 1190
is_linear=0
shrinkage=0.1


Tree=8743
num_leaves=8
num_cat=0
split_feature=50 160 42 49 52 42 3
split_gain=1.61998e-05 3.43258e-05 3.68766e-05 3.34248e-05 4.87889e-05 6.01447e-05 3.97625e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.045004999999999996 -0.07125999999999999 0.084100000000000022 0.10420500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00034114587063006359 -0.00024173196363886219 -0.00035790967874998141 0.00027010798149489079 -0.00043790936825241624 0.00051753212433822593 -0.00033082919166787004 -1.9367827269396784e-05
leaf_weight=0.0011154584298831921 0.0010078514910047591 0.001104594219801457 0.0016390593077932432 0.0010000393177414732 0.0010552034613912451 0.0010245968619423005 0.0010661757200144046
leaf_count=557 715 804 358 503 195 652 126
internal_value=0 2.20448e-05 -2.96187e-05 3.30647e-05 -6.06464e-05 5.92775e-05 0.000247694
internal_weight=0 0.00800513 0.00688967 0.00578507 0.00414602 0.00314598 0.00212138
internal_count=3910 3195 2638 1834 1476 973 321
is_linear=0
shrinkage=0.00196078


Tree=8744
num_leaves=8
num_cat=0
split_feature=42 40 2 48 13 2 3
split_gain=1.5821e-05 3.36276e-05 4.30706e-05 3.30349e-05 4.13085e-05 5.41319e-05 3.95775e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.092930000000000013 -0.094679999999999986 0.097135000000000013 -0.075679999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00023200564758210445 0.00036031364714293469 0.00030859740129128007 -0.00038457165265731209 0.00036583562872762515 -0.00024886106568460068 -0.00051170009008818206 0.00022936334707700923
leaf_weight=0.0010363634139199012 0.0010072641490017336 0.0011041762662781047 0.0010712228218331043 0.0010089540468190489 0.0011791242362535512 0.0010061606477748718 0.0015269492733072884
leaf_count=440 363 288 300 256 1428 437 398
internal_value=0 2.56536e-05 -2.32244e-05 4.32235e-05 -2.43581e-05 -0.000123393 2.09854e-05
internal_weight=0 0.00790385 0.00689659 0.00582536 0.00481641 0.00371223 0.00270607
internal_count=3910 3470 3107 2807 2551 2263 1826
is_linear=0
shrinkage=0.00196078


Tree=8745
num_leaves=7
num_cat=0
split_feature=52 4 0 0 0 52
split_gain=8.52733e-06 3.86624e-05 4.11817e-05 2.40299e-05 4.10002e-05 3.2779e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.077944999999999987 -0.10575999999999998 -0.15007499999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.01879828949228924 0.0073672966129845145 -0.019178657144027514 0.015805237574652849 -0.013777206339838789 0.0184858654407507 0.0057790141856615329
leaf_weight=0.0010844899349435706 0.0013117576740817654 0.001001628812080406 0.0015442267631824288 0.0014394565051805445 0.0010036095541929571 0.0011087931819832191
leaf_count=255 673 116 824 1562 299 181
internal_value=0 -0.00140082 0.00169336 -0.00309241 0.00184662 -0.00606616
internal_weight=0 0.0071822 0.00609771 0.00455349 0.00311403 0.00211042
internal_count=3910 3237 2982 2158 596 297
is_linear=0
shrinkage=0.1


Tree=8746
num_leaves=7
num_cat=0
split_feature=11 4 1 2 0 15
split_gain=2.54383e-05 2.47055e-05 3.80843e-05 3.35273e-05 2.70307e-05 3.75357e-05
threshold=1.0000000180025095e-35 -0.0010999999999999996 0.090355000000000005 0.096540000000000015 -0.10071499999999999 -0.095799999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -3
right_child=-2 4 -4 -5 -6 -7
leaf_value=-0.00015891858517668399 -0.00029277953382584682 -0.00014547054681665259 0.00044779106433079905 0.00026142111175847375 -0.00032029819989950797 0.00029842895240374132
leaf_weight=0.0016742771436816491 0.0010446096514278693 0.0019049290987071853 0.0011259053050112428 0.0012929431163287144 0.0012114723969768172 0.0011898224705527518
leaf_count=1480 304 297 579 300 769 181
internal_value=0 3.16731e-05 0.000140748 2.42412e-05 -7.20042e-05 2.51931e-05
internal_weight=0 0.00839935 0.00409313 0.00296722 0.00430622 0.00309475
internal_count=3910 3606 2359 1780 1247 478
is_linear=0
shrinkage=0.00196078


Tree=8747
num_leaves=7
num_cat=0
split_feature=15 43 16 0 2 2
split_gain=9.28822e-06 1.80278e-05 3.36076e-05 5.24497e-05 4.03229e-05 3.36915e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.19424999999999998 -0.082604999999999998 0.089785000000000018 0.097940000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
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leaf_value=-0.0070446579378375812 0.012386713358907599 -0.016374858320098367 0.0017346058038972573 -0.022002247133497785 0.027199292941855524 0.0038282812403446923
leaf_weight=0.0015502426438707521 0.0012508197276693261 0.00112260196785846 0.0014748952203377588 0.0010110349994200928 0.0010751190981941592 0.0010087931155439854
leaf_count=614 233 268 956 1004 344 491
internal_value=0 0.00151641 -0.000872157 0.00293615 0.0124708 -0.00910132
internal_weight=0 0.00694326 0.00569244 0.00456984 0.00255001 0.00201983
internal_count=3910 3296 3063 2795 1300 1495
is_linear=0
shrinkage=0.1


Tree=8748
num_leaves=6
num_cat=0
split_feature=42 43 0 13 15
split_gain=8.5327e-06 2.01599e-05 3.06017e-05 2.00042e-05 3.71535e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 -0.09547499999999999 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0070412801175709638 -0.0022466959136984628 0.0063801116378418912 0.022052829564009595 0.0026499155280745937 -0.019203225748241726
leaf_weight=0.0014445425598593291 0.0010562728224393111 0.0017909812032620687 0.0010175057004750327 0.0017908209097760269 0.0013755816720188866
leaf_count=1060 976 395 357 251 871
internal_value=0 0.00139697 0.00967594 -0.0020663 -0.00684375
internal_weight=0 0.00703116 0.00207378 0.00495738 0.0031664
internal_count=3910 2850 1333 1517 1122
is_linear=0
shrinkage=0.1


Tree=8749
num_leaves=7
num_cat=0
split_feature=42 47 13 3 4 0
split_gain=3.19331e-05 3.03686e-05 4.28419e-05 4.67418e-05 6.57951e-05 4.63234e-05
threshold=-0.090359999999999982 0.09252500000000001 -0.032264999999999995 0.0066850000000000008 0.018480000000000003 -0.082994999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=-0.00032468537296952724 0.00014027073319836146 -0.00020880511226392489 0.00046094098255480088 -0.00031837769726793328 0.00038143558741120281 -0.00035358434248268403
leaf_weight=0.0010603778803441348 0.0016018806601842534 0.0015757208815700297 0.0017921786243604658 0.0010428964242408792 0.0010233756128844584 0.0013419927910152836
leaf_count=440 1042 388 912 186 96 846
internal_value=0 3.64735e-05 9.32909e-05 0.000229213 2.82233e-05 -8.48578e-05
internal_weight=0 0.00837804 0.00680232 0.00385845 0.00206627 0.00294387
internal_count=3910 3470 3082 1194 282 1888
is_linear=0
shrinkage=0.00196078


Tree=8750
num_leaves=6
num_cat=0
split_feature=42 43 2 12 43
split_gain=8.67527e-06 2.44409e-05 2.05592e-05 2.63802e-05 3.77671e-05
threshold=0.091955000000000023 0.070805000000000021 0.10679500000000001 0.088325000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.016530763557388167 -0.0079477886916370435 0.014912376753176188 -0.0098601449463388783 0.014314670469984518 0.0065871661517572641
leaf_weight=0.0011760403701863492 0.0011924952946442899 0.0011103712431222807 0.0018994372608223987 0.0013328905362794121 0.0017706006100922404
leaf_count=1090 843 311 521 751 394
internal_value=0 0.00125277 -0.00120189 0.00264101 -0.00263948
internal_weight=0 0.00728934 0.00617897 0.00427953 0.00294664
internal_count=3910 3067 2756 2235 1484
is_linear=0
shrinkage=0.1


Tree=8751
num_leaves=6
num_cat=0
split_feature=2 52 3 15 2
split_gain=8.46064e-06 4.39665e-05 3.9832e-05 6.65327e-05 2.93418e-05
threshold=0.10946500000000002 0.086950000000000013 -0.089974999999999986 -0.017214999999999998 0.11934000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.0144552466589403 0.015863384268982053 -0.018343298982143846 -0.0051901586193492198 0.021967224487252475 -0.0059409769347769179
leaf_weight=0.0010764603163310126 0.001226431791565842 0.0012997027836394448 0.0019380205056303951 0.0016877022859248074 0.0012423258083901728
leaf_count=518 302 911 858 856 465
internal_value=0 -0.00206366 0.0024361 0.00745107 0.00489101
internal_weight=0 0.00600189 0.00470218 0.00362572 0.00246876
internal_count=3910 3143 2232 1714 767
is_linear=0
shrinkage=0.1


Tree=8752
num_leaves=7
num_cat=0
split_feature=52 4 0 15 150 2
split_gain=8.16795e-06 2.99884e-05 3.62115e-05 1.9029e-05 2.26081e-05 8.76473e-06
threshold=0.11110500000000002 -0.23071499999999998 -0.06402999999999999 -0.0063699999999999989 0.082965000000000025 0.099015000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
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leaf_value=-0.016725517982022826 0.0072610203266113811 -0.01958859343624185 0.018128102376910937 0.0056610621448089406 0.0051690514301147988 -0.0066041435580460259
leaf_weight=0.0010783227227312139 0.0012994201522344455 0.0010254488330393337 0.0010637131776742234 0.0019113717796939459 0.0010200780938847418 0.0010544182836605253
leaf_count=255 673 704 386 1212 348 332
internal_value=0 -0.00135738 0.00137048 -0.00218653 -0.00702522 -0.0130059
internal_weight=0 0.00715335 0.00607503 0.00501132 0.00309995 0.00207987
internal_count=3910 3237 2982 2596 1384 1036
is_linear=0
shrinkage=0.1


Tree=8753
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 0
split_gain=2.41766e-05 2.52219e-05 5.74745e-05 6.67721e-05 3.2191e-05 5.36776e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.0057500000000000008 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00023977575400006482 -0.00028964829646426605 -0.00034981290978766265 0.0003691888878098017 -0.00040961241482927473 0.00035953828366962605 0.00020992165516293173
leaf_weight=0.0011367265154308068 0.0010104566390192063 0.0011237320272434535 0.0018788656694344527 0.0013328364375088985 0.0012404462549845028 0.0015917336931268462
leaf_count=371 304 951 585 316 299 1084
internal_value=0 3.15717e-05 7.46052e-05 -3.00478e-05 9.78362e-05 -2.17114e-05
internal_weight=0 0.00830434 0.00716761 0.00528875 0.00395591 0.00271547
internal_count=3910 3606 3235 2650 2334 2035
is_linear=0
shrinkage=0.00196078


Tree=8754
num_leaves=6
num_cat=0
split_feature=0 43 4 15 15
split_gain=8.96629e-06 1.6947e-05 2.06931e-05 3.48106e-05 1.90254e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 -0.034289999999999994 -0.07142999999999998 -0.11399999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0095559913892555859 0.0066908618156351993 -0.010916475538281458 0.0064424922974535941 0.018307903042151762 -0.010750430086320078
leaf_weight=0.0019279355920949906 0.0016071075702486269 0.0010539912454528596 0.0013395629179407396 0.0012890145284848668 0.0012388731599105019
leaf_count=1214 394 1158 376 396 372
internal_value=0 -0.00160866 0.00150464 0.00488975 -0.00181827
internal_weight=0 0.00684938 0.00492144 0.00386745 0.00257844
internal_count=3910 3516 2302 1144 748
is_linear=0
shrinkage=0.1


Tree=8755
num_leaves=7
num_cat=0
split_feature=42 0 51 16 1 12
split_gain=8.36353e-06 2.10467e-05 3.45014e-05 1.99788e-05 3.90845e-05 4.16852e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 -0.30307999999999996 0.095575000000000007 0.08401500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.018336740170354953 -0.0078245444071041396 0.011584178063608324 -0.0094050443862802729 -0.017240007113332817 0.018981760908810551 0.01044671092066992
leaf_weight=0.0010093027013961696 0.0011831832693588408 0.0015482685242110637 0.0011521554249317215 0.0010257496949443714 0.0013708969032540691 0.0011573858011497155
leaf_count=415 843 364 332 301 334 1321
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internal_weight=0 0.00726376 0.00571549 0.00470619 0.00355403 0.00218314
internal_count=3910 3067 2703 2288 1956 1622
is_linear=0
shrinkage=0.1


Tree=8756
num_leaves=7
num_cat=0
split_feature=11 16 2 4 52 1
split_gain=2.52915e-05 2.87341e-05 4.05425e-05 6.1911e-05 3.48589e-05 2.57752e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 -0.089799999999999977 0.09112000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00025905358956018873 -0.00029741511060325473 -0.00037152379404377687 0.00032971320261783758 -0.00019803026167360732 0.00038572957159381077 1.2111886900000533e-05
leaf_weight=0.0011195948734609631 0.0010000762132185885 0.0013452134178336696 0.0018366984898851501 0.0010071185884869232 0.0016546494261546617 0.0012433827245092155
leaf_count=371 304 536 585 399 1278 437
internal_value=0 3.28559e-05 7.89709e-05 -8.7445e-06 0.000116223 0.000225431
internal_weight=0 0.00820666 0.00708706 0.00525036 0.00390515 0.00289803
internal_count=3910 3606 3235 2650 2114 1715
is_linear=0
shrinkage=0.00196078


Tree=8757
num_leaves=7
num_cat=0
split_feature=1 4 15 3 13 15
split_gain=8.93085e-06 1.93747e-05 1.37518e-05 3.12862e-05 4.7843e-05 5.05691e-05
threshold=0.076710000000000014 -0.083329999999999987 0.024640000000000006 0.11265500000000002 -0.037444999999999992 -0.092459999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=0.0023814086232744353 -0.0078376163693648325 -0.014892476694873195 -0.008347475592569471 -0.0079939268840090033 0.0040808488194992746 0.033973074785875343
leaf_weight=0.0015603412974154235 0.0010574908819695884 0.0011121013987231475 0.0010204802204333016 0.0014181838826989733 0.0012239351170144396 0.0010526965872404495
leaf_count=454 468 1554 544 270 249 371
internal_value=0 -0.00480689 0.00218517 0.00444689 0.00973864 0.0179028
internal_weight=0 0.00267244 0.00577279 0.00475231 0.00333412 0.00227663
internal_count=3910 2008 1902 1358 1088 620
is_linear=0
shrinkage=0.1


Tree=8758
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 13
split_gain=9.15855e-06 2.54966e-05 2.10256e-05 2.92958e-05 4.56553e-05 3.39914e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.11561500000000001 -0.084304999999999977 -0.070604999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.0096387998038440503 -0.0082146701041938084 0.015992219222864888 -0.021947760205679248 0.010003508468770546 0.013603495153278725 -0.011222369682901318
leaf_weight=0.0014130781134787411 0.0011745579805553102 0.0010162106305362057 0.0015022343969450435 0.0011124954257686658 0.0010566674338503869 0.0011536673277707677
leaf_count=350 487 456 1012 302 403 900
internal_value=0 0.0013037 -0.0010891 -0.00423089 -0.00849632 0.000645825
internal_weight=0 0.00725435 0.00623814 0.00482506 0.00371257 0.00221033
internal_count=3910 3423 2967 2617 2315 1303
is_linear=0
shrinkage=0.1


Tree=8759
num_leaves=7
num_cat=0
split_feature=42 12 52 49 1 13
split_gain=2.08279e-05 3.17308e-05 4.67366e-05 5.68419e-05 3.73027e-05 3.33183e-05
threshold=-0.090359999999999982 0.098845000000000016 0.067395000000000024 -0.047894999999999993 0.11026000000000001 -0.032264999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00027053959314952324 0.00031837688893814118 -0.00027072144717889285 0.00033978930673971236 -0.00029772355026308147 -0.00047303701471446141 0.00016221154414255311
leaf_weight=0.0010127313936484734 0.0013570080952998143 0.0011659634594458129 0.0019056973292384989 0.0010251880158213937 0.0010062059204064382 0.0014793695372168245
leaf_count=440 349 498 976 865 309 473
internal_value=0 2.80498e-05 7.94794e-05 -2.24301e-05 -0.000154161 -2.60532e-05
internal_weight=0 0.00793943 0.00677347 0.00486777 0.00351076 0.00250456
internal_count=3910 3470 2972 1996 1647 1338
is_linear=0
shrinkage=0.00196078


Tree=8760
num_leaves=7
num_cat=0
split_feature=42 51 12 2 12 15
split_gain=8.58381e-06 2.25115e-05 1.91873e-05 3.29888e-05 6.11501e-05 3.20825e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.096315000000000026 0.086650000000000019 0.085185000000000025 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0070942979632501978 -0.012015419645855265 -0.0069772039545243697 -0.0081922999458379272 0.012684620547807014 0.031671170581438791 -0.010382843562527415
leaf_weight=0.0014269386966407486 0.0010589681742126178 0.001320787945251786 0.0010876375373878693 0.0014268784784996183 0.0010576678674642376 0.0010441320453143913
leaf_count=1060 521 873 372 332 493 259
internal_value=0 0.00141598 0.00381167 0.00650392 0.0115499 0.0029374
internal_weight=0 0.00699607 0.0059371 0.00484947 0.00352868 0.00247101
internal_count=3910 2850 2329 1957 1084 591
is_linear=0
shrinkage=0.1


Tree=8761
num_leaves=7
num_cat=0
split_feature=1 4 13 4 1 3
split_gain=9.12711e-06 1.91857e-05 1.3596e-05 3.24379e-05 3.34928e-05 1.64531e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.0024749999999999993 0.0057500000000000008 0.11052000000000002 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2
right_child=2 -3 3 4 -6 -7
leaf_value=0.0022892953008871882 -0.00018272696406604195 -0.014949287946519181 -0.014112839008460802 0.018821826441053225 -0.0053536659339437917 0.01739953699457775
leaf_weight=0.0015555489865074878 0.0010702608781575447 0.0011036924897956286 0.0013055497133894864 0.0010480970411959349 0.0012643777651616644 0.0010587154245887906
leaf_count=454 559 1554 447 140 180 576
internal_value=0 -0.00486541 0.00222005 -0.00151104 0.00560354 0.00856073
internal_weight=0 0.00265924 0.005747 0.00361802 0.00231247 0.00212898
internal_count=3910 2008 1902 767 320 1135
is_linear=0
shrinkage=0.1


Tree=8762
num_leaves=7
num_cat=0
split_feature=50 160 42 15 1 15
split_gain=1.34996e-05 3.51262e-05 3.15184e-05 3.49442e-05 4.96251e-05 6.63709e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 -0.021529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00029159467677840675 -0.00021651437175858245 -0.00034624434225798546 0.00031804665582177942 0.00033814654289363158 -0.00040815655783914268 -0.00025633714936440966
leaf_weight=0.001526519397404196 0.0010094047381422567 0.0010716161057283532 0.0017880237750443648 0.0010753301214245139 0.0011377824180986238 0.0013630853706387684
leaf_count=804 715 766 521 535 331 238
internal_value=0 2.41857e-05 -3.92411e-05 2.20892e-05 -5.71541e-05 6.95836e-05
internal_weight=0 0.00796236 0.00643584 0.00536422 0.00428889 0.00315111
internal_count=3910 3195 2391 1625 1090 759
is_linear=0
shrinkage=0.00196078


Tree=8763
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 16
split_gain=1.93874e-05 2.44288e-05 4.70501e-05 5.79205e-05 2.64323e-05 2.7725e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.0030249999999999995 -0.089559999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024690109800794009 -0.00026294697021683278 0.00028757310052034216 0.00033848498804677049 -0.00038189713271712106 0.00017910113405187751 -0.00025386485251123995
leaf_weight=0.0010910371180974003 0.0010027247143394027 0.0015943855198760574 0.0018333103167063481 0.001318321791700972 0.0011151579297343605 0.0011602247634381235
leaf_count=371 304 1763 585 316 135 436
internal_value=0 2.60581e-05 6.84725e-05 -2.69415e-05 9.39819e-05 -4.16696e-05
internal_weight=0 0.00811244 0.0070214 0.00518809 0.00386977 0.00227538
internal_count=3910 3606 3235 2650 2334 571
is_linear=0
shrinkage=0.00196078


Tree=8764
num_leaves=7
num_cat=0
split_feature=51 484 49 15 43 1
split_gain=8.44339e-06 2.33694e-05 1.75448e-05 2.939e-05 3.51282e-05 3.40337e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.014775000000000002 -0.078844999999999985 0.094890000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.0087805828832725058 -0.0079070319345441488 0.015318690381648551 -0.023828920815342658 0.010005579005941252 -0.014935718461945885 0.0079789154586363594
leaf_weight=0.0014071002603580473 0.0011703842465493374 0.0010148959695536848 0.0010415958670419072 0.0011545959347418209 0.001159772740345152 0.0014693148913740479
leaf_count=350 487 456 572 1199 438 408
internal_value=0 0.00124679 -0.00104471 -0.00390987 -0.0082869 -0.00212945
internal_weight=0 0.00724728 0.00623238 0.00482528 0.00367068 0.00262909
internal_count=3910 3423 2967 2617 1418 846
is_linear=0
shrinkage=0.1


Tree=8765
num_leaves=6
num_cat=0
split_feature=15 42 2 15 0
split_gain=1.59499e-05 3.62988e-05 4.30149e-05 5.77597e-05 1.39752e-05
threshold=0.079360000000000014 0.083815000000000014 0.10393500000000001 -0.035939999999999993 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=7.5540541955748679e-06 -0.00016968080727301321 -0.00019899836092373858 -0.00021933745679682221 0.00052819673440675534 8.6043571262270943e-05
leaf_weight=0.0016664105990390878 0.0017092638905226928 0.0018360268391534986 0.0013063392943156484 0.0016114258476292332 0.0010307426716771868
leaf_count=529 1436 1081 164 313 387
internal_value=0 4.03347e-05 0.000118594 0.000263509 -8.46527e-05
internal_weight=0 0.00745095 0.00561492 0.00327784 0.00233708
internal_count=3910 2474 1393 842 551
is_linear=0
shrinkage=0.00196078


Tree=8766
num_leaves=8
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split_feature=52 13 47 3 3 15 12
split_gain=1.10085e-05 2.40593e-05 3.0794e-05 3.26218e-05 5.62742e-05 2.12754e-05 1.07401e-05
threshold=0.11401500000000002 -0.094679999999999986 0.09252500000000001 -0.069909999999999986 0.076695000000000013 1.0000000180025095e-35 0.089855000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00034704549703558715 -0.00017837107810317866 -0.00035038906078213664 -0.00032561040062238785 0.00054044787631344412 -5.0191207094608424e-05 4.8500202193695658e-05 6.2287242617255789e-05
leaf_weight=0.001035472484228812 0.0011959902487997708 0.0010461796231513972 0.0011655044536439535 0.0010032580906855768 0.0016242833077527101 0.0010107605813253141 0.0010020119253353978
leaf_count=291 647 879 277 480 240 981 115
internal_value=0 2.35062e-05 -4.04042e-05 3.05554e-05 0.000175329 -0.000154379 0.000207005
internal_weight=0 0.00788747 0.00584999 0.00468448 0.00262754 0.00205694 0.00203748
internal_count=3910 3263 2857 2580 720 1860 406
is_linear=0
shrinkage=0.00196078


Tree=8767
num_leaves=7
num_cat=0
split_feature=11 42 0 2 49 1
split_gain=1.80414e-05 2.34747e-05 3.99373e-05 4.31605e-05 7.86558e-05 2.7933e-05
threshold=1.0000000180025095e-35 0.086325000000000013 0.047345000000000005 0.11230000000000001 -0.04682999999999999 0.087480000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00034470921087489085 -0.00024569209510560822 -0.00017242200442233108 0.00041695539851039064 -0.00027024660072818126 4.1531504068182227e-05 0.00044024845174460127
leaf_weight=0.0010216141850202527 0.0010186292097678603 0.0017263635742089155 0.0011464833631775039 0.0014871878398933194 0.0010889329062114123 0.0017794245164628143
leaf_count=212 304 1388 163 355 1107 381
internal_value=0 3.08989e-05 8.47041e-05 1.38636e-05 0.000122483 0.000288881
internal_weight=0 0.00825001 0.00652364 0.00537716 0.00388997 0.00286836
internal_count=3910 3606 2218 2055 1700 1488
is_linear=0
shrinkage=0.00196078


Tree=8768
num_leaves=6
num_cat=0
split_feature=52 13 16 3 1
split_gain=7.54002e-06 2.27636e-05 2.10004e-05 3.64488e-05 1.20303e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.079209999999999989 -0.016619999999999996 0.089455000000000021
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.010560742262785843 -0.0077171564412025079 -0.0022488481242447403 0.012727378996111888 -0.0080939640080700884 -0.01750217488418878
leaf_weight=0.0018993175810485818 0.0011071708618837729 0.0010067259516862547 0.0017485337346510447 0.0016194041755535056 0.0010630793983752824
leaf_count=406 647 782 1406 337 332
internal_value=0 0.001136 -0.00215592 0.00271586 -0.0100832
internal_weight=0 0.00733706 0.00543774 0.00336794 0.00206981
internal_count=3910 3263 2857 1743 1114
is_linear=0
shrinkage=0.1


Tree=8769
num_leaves=7
num_cat=0
split_feature=1 0 2 1 16 16
split_gain=8.72967e-06 1.93426e-05 1.37941e-05 2.07354e-05 1.80741e-05 3.98346e-06
threshold=0.076710000000000014 0.047345000000000005 0.11462500000000002 0.096035000000000023 -1.0000000180025095e-35 -0.076129999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.012400358604860856 0.011375084533919036 0.0047229302080725039 0.010928821645452592 -0.014549373809411004 0.0030166233629426837 0.0024815483684375917
leaf_weight=0.0014766905248236669 0.0010015868979434905 0.0011923643452998209 0.0013697714271845704 0.0013417680577756303 0.0010395742555613097 0.001012997156369236
leaf_count=1913 332 95 413 412 309 436
internal_value=0 -0.00475076 0.00216644 -0.000563918 -0.00688094 0.00690313
internal_weight=0 0.00266905 0.0057657 0.00439593 0.00238134 0.00201458
internal_count=3910 2008 1902 1489 721 768
is_linear=0
shrinkage=0.1


Tree=8770
num_leaves=7
num_cat=0
split_feature=11 42 0 2 15 1
split_gain=1.85306e-05 1.75621e-05 3.37935e-05 4.37159e-05 7.67822e-05 6.81356e-05
threshold=1.0000000180025095e-35 0.086325000000000013 0.047345000000000005 0.11230000000000001 0.024640000000000006 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=2.9548879588221925e-05 -0.00025121210872555721 -0.00014529379156940535 0.00038359885884235831 -0.00027260364122893996 -0.00033192020447735961 0.0006464181373483039
leaf_weight=0.001626070495203973 0.0010015154424494093 0.0017135303569104357 0.0011449928039835057 0.0014919347608567911 0.0010432027553500625 0.0011938271306934135
leaf_count=749 304 1388 163 355 711 240
internal_value=0 3.12953e-05 7.78475e-05 1.2473e-05 0.00012257 0.000290706
internal_weight=0 0.00821356 0.00650003 0.00535504 0.0038631 0.0028199
internal_count=3910 3606 2218 2055 1700 989
is_linear=0
shrinkage=0.00196078


Tree=8771
num_leaves=6
num_cat=0
split_feature=16 160 16 0 15
split_gain=7.41912e-06 3.69001e-05 3.35975e-05 2.50509e-05 1.63255e-05
threshold=-0.029944999999999996 -0.063534999999999994 0.25185000000000007 -0.084304999999999977 -0.106555
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
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leaf_value=0.0060914120558927653 0.012530171394873149 -0.019445836423063273 0.0022559419308516094 0.015188759052388617 -0.0080444098204271088
leaf_weight=0.0014776922992862133 0.0010836656032850696 0.0015018899327461125 0.0013587608099169281 0.0011914789284103557 0.001827312034261512
leaf_count=362 585 660 447 991 865
internal_value=0 -0.00318476 -0.00913786 0.00275742 -0.00172418
internal_weight=0 0.00394432 0.00286065 0.00449648 0.003305
internal_count=3910 1692 1107 2218 1227
is_linear=0
shrinkage=0.1


Tree=8772
num_leaves=6
num_cat=0
split_feature=49 42 12 52 0
split_gain=8.04147e-06 2.2293e-05 2.36092e-05 6.73924e-05 3.84344e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.095295000000000019 0.067395000000000024 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_weight=0.0018987668096574744 0.0010651194418805354 0.0018391871927844934 0.0011816151114304512 0.0013676646252463931 0.001077114387525244
leaf_count=529 529 328 656 773 1095
internal_value=0 -0.00168313 -0.00426233 -0.000810597 -0.00939986
internal_weight=0 0.0065307 0.00546558 0.00428397 0.0029163
internal_count=3910 3381 2852 2196 1423
is_linear=0
shrinkage=0.1


Tree=8773
num_leaves=7
num_cat=0
split_feature=52 12 1 2 48 12
split_gain=9.28555e-06 2.11445e-05 3.73157e-05 3.70919e-05 4.87291e-05 1.74863e-05
threshold=0.11401500000000002 0.097345000000000015 0.11097000000000001 0.089910000000000004 0.082070000000000018 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0022961653641923765 -0.008585729090439297 0.011990100727608026 -0.016247682415935865 -0.00099846575658162767 0.027399293611175449 -0.016131845300807371
leaf_weight=0.0010179851308655169 0.0010993431038635966 0.0014703981362941855 0.001316053402262614 0.0014125409750710997 0.0010559831423504213 0.00104198610161567
leaf_count=238 647 532 411 572 214 1296
internal_value=0 0.00127117 -0.00142555 0.002882 0.0111495 -0.00702519
internal_weight=0 0.00731495 0.00584455 0.0045285 0.00246852 0.00205997
internal_count=3910 3263 2731 2320 786 1534
is_linear=0
shrinkage=0.1


Tree=8774
num_leaves=6
num_cat=0
split_feature=52 13 16 3 16
split_gain=7.53004e-06 2.01503e-05 2.10917e-05 3.03704e-05 1.29651e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.079209999999999989 -0.016619999999999996 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.010031106424675335 -0.0077328789031223203 -0.0017922225794018876 0.012118134584996727 -0.0069478577088866031 -0.017658461136090424
leaf_weight=0.0018916022480736745 0.0010985730251716402 0.0010057098612457581 0.0017358037028850019 0.0016107501759929095 0.0010556009848758528
leaf_count=406 647 284 1406 337 830
internal_value=0 0.00114742 -0.00195998 0.00294137 -0.00991735
internal_weight=0 0.00729947 0.00540786 0.00334655 0.00206131
internal_count=3910 3263 2857 1743 1114
is_linear=0
shrinkage=0.1


Tree=8775
num_leaves=7
num_cat=0
split_feature=13 16 133 12 15 1
split_gain=2.7229e-05 6.08051e-05 8.61219e-05 6.20664e-05 3.64144e-05 4.85955e-05
threshold=0.11202500000000001 0.10994000000000002 0.065880000000000008 0.088375000000000023 -0.0089749999999999986 0.10498500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00034032565184681225 0.00026059340985192236 -0.00035502333014793464 0.00058280034205604784 -0.00047209392045293906 0.00032159963747946553 0.00017820829628289919
leaf_weight=0.0013188059590895503 0.0014065334066600587 0.0017779638885539566 0.0010015942352954747 0.0010456711143692534 0.0013878714359929663 0.001468719205419481
leaf_count=301 288 607 1045 765 592 312
internal_value=0 -3.52336e-05 5.6138e-05 -4.48953e-05 6.20907e-05 -6.71153e-05
internal_weight=0 0.00800063 0.00622266 0.00522107 0.0041754 0.00278753
internal_count=3910 3622 3015 1970 1205 613
is_linear=0
shrinkage=0.00196078


Tree=8776
num_leaves=7
num_cat=0
split_feature=1 4 15 3 13 15
split_gain=8.47993e-06 1.9476e-05 1.59291e-05 3.09447e-05 5.23442e-05 4.63726e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.024640000000000006 0.11265500000000002 -0.037444999999999992 -0.092459999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=0.0025054418552404069 -0.0086587647468459872 -0.014986591339011694 -0.0091251659858501699 -0.0078263705698985477 0.005009630643577595 0.033548935083501472
leaf_weight=0.0015415838434084718 0.0010493868551465979 0.0010842065462820306 0.0010319271027800017 0.0014121081023687806 0.0012211798525502996 0.0010666364096323959
leaf_count=440 469 1552 556 270 249 374
internal_value=0 -0.00471714 0.0021358 0.00458258 0.00983332 0.0183154
internal_weight=0 0.00262579 0.00578124 0.00474931 0.0033372 0.00228782
internal_count=3910 1992 1918 1362 1092 623
is_linear=0
shrinkage=0.1


Tree=8777
num_leaves=7
num_cat=0
split_feature=42 40 2 2 16 15
split_gain=2.24222e-05 3.68638e-05 4.91621e-05 3.28132e-05 3.55446e-05 6.17544e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.097940000000000013 0.025915000000000004 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00027959270016652871 0.00036679002308191743 -0.00016482238617261173 -0.00029594443321828451 0.00036001091138761622 -0.00032880063783795582 0.00039112993329429427
leaf_weight=0.0010500855595260124 0.0010555805271576782 0.0016522890257067082 0.0019020407370571131 0.0011788802035136818 0.0010182889365654008 0.0014355680850443142
leaf_count=440 363 785 479 398 410 1035
internal_value=0 2.4632e-05 -2.56215e-05 7.16657e-05 -1.11186e-05 9.3644e-05
internal_weight=0 0.00824265 0.00718707 0.00528503 0.00410615 0.00308786
internal_count=3910 3470 3107 2628 2230 1820
is_linear=0
shrinkage=0.00196078


Tree=8778
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 0
split_gain=3.45585e-05 2.60788e-05 3.99455e-05 4.63152e-05 3.47085e-05 3.11415e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.082534999999999983 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00024080855453095164 -0.00034246583271236599 0.00041554967299766322 0.00032902689233188807 -0.00032099725951954426 -0.00016669015827314987 0.00024465045097789528
leaf_weight=0.0011180377281193744 0.0010339249136414154 0.001006460372479917 0.0018534311440710832 0.0013369866616920632 0.0018086629291038027 0.0011623790108649765
leaf_count=371 304 793 585 316 619 922
internal_value=0 3.77206e-05 8.1165e-05 -5.277e-06 0.000100848 -5.75884e-06
internal_weight=0 0.00828596 0.00716792 0.00531449 0.0039775 0.00297104
internal_count=3910 3606 3235 2650 2334 1541
is_linear=0
shrinkage=0.00196078


Tree=8779
num_leaves=7
num_cat=0
split_feature=42 51 43 15 13 16
split_gain=7.64179e-06 2.293e-05 1.809e-05 2.64362e-05 3.17378e-05 4.71847e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 -0.11399999999999998 -0.09547499999999999 -0.074719999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.0067067600388297181 -0.012188274090779719 0.01476009446405077 0.013749219276547202 0.0093708138036488631 -0.02385869345737009 0.0049940616404178136
leaf_weight=0.0014189315076618882 0.0010626566618499233 0.0011945969089935046 0.0012103246567330386 0.001258661601669001 0.0012164862456093661 0.001061272383639637
leaf_count=1060 521 488 344 246 560 691
internal_value=0 0.00134101 0.00376083 0.000992678 -0.00337319 -0.0104154
internal_weight=0 0.007004 0.00594134 0.00474674 0.00353642 0.00227776
internal_count=3910 2850 2329 1841 1497 1251
is_linear=0
shrinkage=0.1


Tree=8780
num_leaves=5
num_cat=0
split_feature=15 0 49 13
split_gain=8.6209e-06 2.09769e-05 3.61045e-05 3.12522e-05
threshold=-0.11739999999999999 -0.082604999999999998 -0.0057999999999999987 -0.032264999999999995
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0067598052197646022 -0.003511591777037039 -0.015339130489334416 0.016617268578753782 0.0043031573333441927
leaf_weight=0.0015460677739393656 0.0017360604863383658 0.0014343087780979142 0.0018308293304416434 0.0018610315445287697
leaf_count=614 459 833 1140 864
internal_value=0 0.00150597 0.00682024 -0.00424622
internal_weight=0 0.00686223 0.00356689 0.00329534
internal_count=3910 3296 1599 1697
is_linear=0
shrinkage=0.1


Tree=8781
num_leaves=8
num_cat=0
split_feature=42 40 160 42 1 4 16
split_gain=2.68208e-05 5.0571e-05 4.55629e-05 3.58483e-05 4.93977e-05 5.06241e-05 2.06148e-05
threshold=-0.090359999999999982 -0.018084999999999997 -1.0000000180025095e-35 0.091955000000000023 0.089680000000000024 0.05309500000000001 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00030071428983589296 0.0004224786973908457 -0.00031584256239323055 0.00050962126577403627 -0.00027210544951023527 -0.00036287953973926953 0.00021491266419061477 0.00014141362183264908
leaf_weight=0.0010386609461251637 0.0011138047647711946 0.0016230759445660979 0.0012053834590734312 0.0010438771984415439 0.0011587280604772622 0.0011733931920540782 0.0011350957200751579
leaf_count=440 363 1031 449 499 356 217 555
internal_value=0 3.31682e-05 -2.59111e-05 5.6409e-05 0.0001298 -7.21668e-05 0.000331046
internal_weight=0 0.00845336 0.00733955 0.00571648 0.0046726 0.00233212 0.00234048
internal_count=3910 3470 3107 2076 1577 573 1004
is_linear=0
shrinkage=0.00196078


Tree=8782
num_leaves=6
num_cat=0
split_feature=49 42 3 4 16
split_gain=7.97996e-06 1.86524e-05 2.1945e-05 3.21666e-05 2.99929e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 -0.114825
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0056854430823735872 0.010453407877441758 -0.01365012462280636 0.010741404431505529 0.0042080393815622326 -0.019325516707795781
leaf_weight=0.0019010661720342496 0.0010610473773787063 0.0016546198584610019 0.0016339712941299393 0.0010578271657145396 0.0011096348538282498
leaf_count=529 529 1498 653 337 364
internal_value=0 -0.00167804 -0.00403726 0.000146855 -0.00783999
internal_weight=0 0.0065171 0.00545605 0.00380143 0.00216746
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=8783
num_leaves=8
num_cat=0
split_feature=42 40 2 457 13 43 15
split_gain=2.26552e-05 3.50981e-05 3.92993e-05 3.56494e-05 4.98117e-05 3.46094e-05 5.94909e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.041935000000000007 -0.094679999999999986 -0.074254999999999988 -0.094924999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.00028456996447928542 0.00036506571248764785 0.00029828643264355259 -0.00036836822590353789 0.00036694295690814683 0.00010078551845387455 3.458806298987879e-05 -0.00061396390225116747
leaf_weight=0.0010153399140703243 0.0010249059823468102 0.0012790944901380687 0.001074287384517373 0.0010496150677967893 0.0012848200065499913 0.001038731532627052 0.0011411897868889775
leaf_count=440 363 310 300 225 829 197 1246
internal_value=0 2.65918e-05 -2.39203e-05 3.99511e-05 -3.23986e-05 -0.000154479 -0.000304929
internal_weight=0 0.00789264 0.00686774 0.00579345 0.00474384 0.00346474 0.00217992
internal_count=3910 3470 3107 2807 2582 2272 1443
is_linear=0
shrinkage=0.00196078


Tree=8784
num_leaves=7
num_cat=0
split_feature=42 43 0 4 47 3
split_gain=9.53726e-06 2.07919e-05 2.0902e-05 1.98968e-05 4.24095e-05 2.41442e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 -0.06272999999999998 0.077735000000000012 0.096385000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0074946773378619233 0.00010143607409123905 -0.011453803785189702 0.020237093510394318 -0.00073874114577748287 -0.014898995680750536 0.019407121504675412
leaf_weight=0.0014197449764474426 0.0010568386902946041 0.0015409166274695627 0.0010065222487099837 0.0011660821280495173 0.0010119999207068384 0.0012144822688762141
leaf_count=1060 976 785 357 359 149 224
internal_value=0 0.00149458 0.00992375 -0.00203081 0.00224915 0.00953899
internal_weight=0 0.00699684 0.00206336 0.00493348 0.00339256 0.00238056
internal_count=3910 2850 1333 1517 732 583
is_linear=0
shrinkage=0.1


Tree=8785
num_leaves=8
num_cat=0
split_feature=1 12 52 15 3 13 0
split_gain=1.96241e-05 2.50024e-05 4.12293e-05 3.93295e-05 5.91125e-05 4.29327e-05 4.57498e-05
threshold=0.12730000000000002 0.10129000000000001 -0.092854999999999979 -0.10192499999999999 0.090325000000000003 -0.032264999999999995 -0.07773999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00035566152431825446 0.00022448630118515579 -0.00033189090217505563 -0.0001905987410136454 -0.00024784999405928532 0.00057324276985516211 -8.5914188929540745e-05 0.00050205058708008721
leaf_weight=0.0010782043378767545 0.0012081138924661073 0.001010985625096392 0.0017175885864226101 0.0012823972757965113 0.001018242410620665 0.0010102576018266056 0.001025045013173131
leaf_count=610 345 436 395 1221 145 567 191
internal_value=0 -4.33143e-05 -2.40602e-06 6.05129e-05 0.000159985 3.31515e-05 0.000210204
internal_weight=0 0.00814272 0.00713174 0.00605353 0.00433594 0.0033177 0.0020353
internal_count=3910 3565 3129 2519 2124 1979 758
is_linear=0
shrinkage=0.00196078


Tree=8786
num_leaves=7
num_cat=0
split_feature=49 2 2 52 43 4
split_gain=2.90972e-05 2.79272e-05 5.46763e-05 3.00072e-05 5.39218e-05 6.30153e-05
threshold=0.10513500000000002 0.11260500000000001 0.10113500000000002 -0.087094999999999992 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00026077269645096655 0.00030244289024500184 0.00018517789850913937 -0.00049355399072275349 -0.00022251697150380689 0.0005169226528043806 -8.9601833711376924e-05
leaf_weight=0.001483880807988211 0.0010514872815464886 0.0016558199232749203 0.0011259418279848067 0.0015869975998621102 0.0014148380388406114 0.0012321013719755944
leaf_count=503 366 502 358 1420 494 267
internal_value=0 -4.33219e-05 -9.86065e-05 -2.08342e-05 6.32578e-05 0.000234597
internal_weight=0 0.00849958 0.00684376 0.00571782 0.00423394 0.00264694
internal_count=3910 3544 3042 2684 2181 761
is_linear=0
shrinkage=0.00196078


Tree=8787
num_leaves=8
num_cat=0
split_feature=11 48 0 13 51 42 16
split_gain=1.97798e-05 2.15902e-05 9.22513e-05 3.63958e-05 4.39778e-05 4.37104e-05 1.82045e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.094679999999999986 -0.089214999999999989 1.0000000180025095e-35 -0.079209999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00024588338177895347 -0.00026142460618122475 -0.0001812170753193787 0.00056235715609981177 0.00020281860531414116 -0.00026474884040278543 -0.00056237195750300005 9.4163001239358618e-05
leaf_weight=0.0013295063921760298 0.0010180940760052626 0.0013294417187668349 0.001239621891761339 0.0011655541694872464 0.001058781143489554 0.001085170427991433 0.0011160365983781677
leaf_count=267 304 114 591 380 590 1246 418
internal_value=0 2.81112e-05 0.000177572 -3.86081e-05 -0.000124074 -0.000240949 -8.05685e-05
internal_weight=0 0.00832411 0.00256906 0.00575505 0.00442554 0.00325999 0.00217482
internal_count=3910 3606 705 2901 2634 2254 1008
is_linear=0
shrinkage=0.00196078


Tree=8788
num_leaves=6
num_cat=0
split_feature=4 13 151 13 1
split_gain=8.75553e-06 1.886e-05 1.88145e-05 4.93384e-05 7.30965e-05
threshold=0.24280000000000004 -0.13934999999999997 -0.0074049999999999993 -0.0030249999999999995 0.079945000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.01326924089946345 0.0059798769225860322 0.012207082756734839 0.011810631357564353 0.0096215555810230755 -0.02392399901141079
leaf_weight=0.0011695871265998215 0.0018821424176453947 0.0011307060589604749 0.0015686533000016478 0.0010839361503099283 0.0016209715390655094
leaf_count=211 549 520 1747 441 442
internal_value=0 -0.00175561 0.000736166 -0.00229883 -0.0104813
internal_weight=0 0.00657385 0.00540427 0.00427356 0.00270491
internal_count=3910 3361 3150 2630 883
is_linear=0
shrinkage=0.1


Tree=8789
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 13 0
split_gain=1.69177e-05 2.94089e-05 9.84135e-05 6.20067e-05 4.04933e-05 5.46259e-05 2.99276e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.083924999999999986 -0.07773999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00016323183597934929 -0.00024447608985734084 -0.00017632538891313075 0.00059427252073960038 0.00036686204254739646 4.9312523339641457e-05 -0.00066832283036466933 -0.00020541960228282296
leaf_weight=0.0011684556422746186 0.0010273892770682564 0.0013132964950863385 0.0012376470524226232 0.0010862967924014384 0.0013626082501168877 0.0011499407778356361 0.0010073675609687705
leaf_count=438 304 114 591 421 718 785 539
internal_value=0 2.22099e-05 0.000197547 -5.52449e-05 -0.000153047 -0.000258038 -0.000452168
internal_weight=0 0.00832561 0.00255094 0.00577467 0.00468837 0.00351992 0.00215731
internal_count=3910 3606 705 2901 2480 2042 1324
is_linear=0
shrinkage=0.00196078


Tree=8790
num_leaves=8
num_cat=0
split_feature=11 3 3 49 49 0 2
split_gain=2.48898e-05 2.06016e-05 3.5225e-05 3.0814e-05 4.65331e-05 2.86315e-05 3.49148e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 1.0000000180025095e-35 -0.006494999999999999 -0.032484999999999993 0.081110000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00028504439416574581 -0.00028986242319587824 -0.00032066055364752486 -0.00013689717290310576 -0.00022250559937216045 0.00016097773761628327 -1.0041140951967425e-05 0.00065682278044666654
leaf_weight=0.0010735292627757406 0.0010424689816721832 0.001151658560446296 0.0017332647366707331 0.0012488491862800181 0.0011954783294462364 0.001019632849426559 0.0010049429505825226
leaf_count=222 304 1646 373 449 343 150 423
internal_value=0 3.13068e-05 -5.73442e-06 5.27431e-05 0.00012214 0.000261572 0.000387433
internal_weight=0 0.00842736 0.00735383 0.00620217 0.00495332 0.00322005 0.00220042
internal_count=3910 3606 3384 1738 1289 916 766
is_linear=0
shrinkage=0.00196078


Tree=8791
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 0
split_gain=3.04558e-05 2.54818e-05 4.00537e-05 6.72982e-05 3.19857e-05 3.84216e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.018480000000000003 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00023935979499995264 -0.00032630363228195483 -0.00022624031820077099 0.00032753475309695344 -0.00038370849318235305 0.0004153298205286899 0.00022371378908616057
leaf_weight=0.0011257311717993755 0.0010059043855423179 0.0013554599975232489 0.0018388687929699211 0.0013647016968415535 0.0010456631120264273 0.0015802471016804281
leaf_count=371 304 1003 585 316 232 1099
internal_value=0 3.49369e-05 7.79136e-05 -7.94774e-06 0.000120852 1.59632e-05
internal_weight=0 0.00831067 0.00718494 0.00534607 0.00398137 0.00293571
internal_count=3910 3606 3235 2650 2334 2102
is_linear=0
shrinkage=0.00196078


Tree=8792
num_leaves=6
num_cat=0
split_feature=1 0 2 4 1
split_gain=1.04958e-05 1.82351e-05 1.37016e-05 2.21228e-05 2.72922e-05
threshold=0.076710000000000014 0.047345000000000005 0.11462500000000002 0.0057500000000000008 0.10801000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.012582963926933647 -0.0081719071551033824 0.0039660736115069654 0.011052893623334309 0.018620834603587148 -0.0029082495263181079
leaf_weight=0.0014924050610295449 0.0019917308447115209 0.0012021731477308221 0.0013796920284613627 0.0010087325460101354 0.0014145323905705115
leaf_count=1913 1047 95 413 203 239
internal_value=0 -0.00519969 0.00235439 -0.000363899 0.00605366
internal_weight=0 0.00269458 0.00579469 0.004415 0.00242326
internal_count=3910 2008 1902 1489 442
is_linear=0
shrinkage=0.1


Tree=8793
num_leaves=8
num_cat=0
split_feature=50 12 133 16 52 15 2
split_gain=1.39304e-05 3.13749e-05 3.94246e-05 4.95525e-05 8.74007e-05 3.77596e-05 5.5277e-05
threshold=0.086465000000000014 -0.036459999999999992 0.084760000000000016 -0.013279999999999998 -0.07125999999999999 -0.106555 0.090815000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.00029929848472101228 -0.00022226460594979158 0.00026354572702290809 -0.00029351681132471017 3.089012034547041e-05 0.00076710614463694048 0.00010469944680315026 -0.00049498856646698782
leaf_weight=0.0010299325531099258 0.0010217082328337146 0.0011788189265640888 0.0010031239996843699 0.0015059184276248973 0.0010537855331558597 0.0013122568248453046 0.0010751127805544256
leaf_count=452 715 232 762 478 324 641 306
internal_value=0 2.06018e-05 6.6818e-05 0.000125823 0.000333977 -2.35835e-05 -0.00016536
internal_weight=0 0.00815895 0.00712902 0.00612589 0.0025597 0.00356619 0.00238737
internal_count=3910 3195 2743 1981 802 1179 947
is_linear=0
shrinkage=0.00196078


Tree=8794
num_leaves=7
num_cat=0
split_feature=1 457 49 12 43 1
split_gain=9.54912e-06 2.43185e-05 2.49249e-05 2.36517e-05 4.76113e-05 2.68621e-05
threshold=0.12864500000000004 0.069705000000000003 -0.006494999999999999 0.088375000000000023 -0.07526999999999999 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.017520377761751995 0.0087644681801902283 0.011822700204981886 -0.0023461076642479896 0.0066704570351579151 -0.023518911418823743 0.017192469248233481
leaf_weight=0.001094030042689014 0.0010750100501809136 0.0011832638754846322 0.0019443596218610914 0.0010012375104901518 0.0010923174745302894 0.0011027013529211513
leaf_count=433 331 313 1081 526 988 238
internal_value=0 -0.00132023 -0.00381461 -0.000897738 -0.00908092 0.00472471
internal_weight=0 0.00741791 0.00623465 0.00514062 0.00209355 0.00304706
internal_count=3910 3579 3266 2833 1514 1319
is_linear=0
shrinkage=0.1


Tree=8795
num_leaves=7
num_cat=0
split_feature=15 0 49 4 3 4
split_gain=9.12242e-06 1.67799e-05 4.52442e-05 3.55705e-05 2.09108e-05 2.48956e-05
threshold=-0.11739999999999999 -0.099864999999999995 -0.006494999999999999 -0.0021099999999999995 -0.048154999999999996 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0069365021701603777 -0.0044048354753642221 -0.013758359056260216 0.021609934089827088 -0.018517427245350153 0.014324479973966645 0.0078372547278140331
leaf_weight=0.0015641858223384188 0.0014369013005532004 0.0010594109692031043 0.0012502044485472579 0.0010350085799144615 0.0010563232939714987 0.0010759790345277187
leaf_count=614 260 535 282 559 245 1415
internal_value=0 0.00152015 0.00769881 -0.00240788 0.00281612 -0.00287677
internal_weight=0 0.00691383 0.00268711 0.00422672 0.00319171 0.00213539
internal_count=3910 3296 542 2754 2195 1950
is_linear=0
shrinkage=0.1


Tree=8796
num_leaves=6
num_cat=0
split_feature=51 49 2 4 1
split_gain=9.13556e-06 2.00067e-05 6.90028e-05 3.83328e-05 6.24553e-05
threshold=0.08955500000000001 1.0000000180025095e-35 0.11260500000000001 -0.08422499999999998 0.092010000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014873895062785893 -0.0082126213425019103 -0.011305631204306655 0.027062515169938628 0.016687411648298865 -0.0093060026509654975
leaf_weight=0.0014752850494379622 0.0011764340495615828 0.0010758553779012881 0.0010330744495775958 0.0019222773867754238 0.0017805982088504447
leaf_count=605 487 715 353 1183 567
internal_value=0 0.00128429 0.003465 -0.00124285 0.00418798
internal_weight=0 0.00728709 0.00621124 0.00517816 0.00370288
internal_count=3910 3423 2708 2355 1750
is_linear=0
shrinkage=0.1


Tree=8797
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=1.92486e-05 2.26486e-05 4.25497e-05 5.94841e-05 3.31611e-05 2.62886e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00023130981266207296 -0.00026094732898653965 -0.00037737921322573037 0.00032677494738249884 0.00020285867440248133 0.00033596553733180701 -0.00021103138064087589
leaf_weight=0.0011272021781718339 0.0010042577070972928 0.0013434723482025814 0.0018140182463162423 0.001010692091807291 0.0014502646997428324 0.0014174876842919038
leaf_count=371 304 536 585 142 1060 912
internal_value=0 2.6727e-05 6.80662e-05 -2.18055e-05 0.000101363 -3.87561e-05
internal_weight=0 0.00816314 0.00703594 0.00522192 0.00387844 0.00242818
internal_count=3910 3606 3235 2650 2114 1054
is_linear=0
shrinkage=0.00196078


Tree=8798
num_leaves=7
num_cat=0
split_feature=11 16 1 0 15 3
split_gain=2.80864e-05 2.62373e-05 4.53116e-05 6.05524e-05 5.7282e-05 4.69834e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.095575000000000007 -0.084304999999999977 1.0000000180025095e-35 0.082730000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00024577336426008961 -0.00031696217584165304 -0.00035555777553740789 0.00050988684754156555 -9.5804982963229116e-05 0.00049467626792461803 8.2207942437607352e-06
leaf_weight=0.0011468733632401494 0.0010080962279725948 0.0016029702958158336 0.0014662131107910071 0.0016836012867532009 0.0010108881587342898 0.0014060544732941234
leaf_count=371 304 1122 500 564 812 237
internal_value=0 2.95923e-05 7.36399e-05 -5.37954e-05 0.000125725 0.000264307
internal_weight=0 0.0083166 0.00716973 0.00429746 0.00269449 0.00287227
internal_count=3910 3606 3235 2498 1376 737
is_linear=0
shrinkage=0.00196078


Tree=8799
num_leaves=8
num_cat=0
split_feature=50 4 12 150 52 4 43
split_gain=2.75776e-05 3.84325e-05 3.81804e-05 4.23177e-05 7.20274e-05 4.50191e-05 3.7204e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 0.086420000000000011 0.084240000000000023 -0.034289999999999994 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00035743136846425538 -0.00030175215817436544 0.00037309156346457517 -3.7246784768899369e-05 -0.00031560015462052783 -0.00024157171374597147 0.00071650887068428566 0.00021426880001344537
leaf_weight=0.0010783289849133895 0.001050671239278273 0.0011206385398246583 0.0011933248433915042 0.001046005912422333 0.001499313522224377 0.0010002398224243636 0.0013093632362465668
leaf_count=280 715 396 630 256 910 358 365
internal_value=0 3.55453e-05 -1.75331e-05 4.30666e-05 0.000118067 0.000271998 0.000431778
internal_weight=0 0.00824721 0.00712658 0.00604825 0.00500224 0.00350293 0.0023096
internal_count=3910 3195 2799 2519 2263 1353 723
is_linear=0
shrinkage=0.00196078


Tree=8800
num_leaves=6
num_cat=0
split_feature=11 2 0 1 0
split_gain=1.97697e-05 1.8809e-05 3.18267e-05 2.82394e-05 3.29488e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 0.095575000000000007 -0.084304999999999977
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00035291791439798692 -0.00026254364384006715 -9.6048659750574335e-05 0.00029845383879071599 0.00015637510510468455 4.7249091916742502e-05
leaf_weight=0.0016226508192559391 0.001004883545211205 0.0012960154767836605 0.0019988355259522731 0.0016849929855065472 0.0015436145849299428
leaf_count=1119 304 157 849 466 1015
internal_value=0 2.89515e-05 0.000143278 -4.86961e-05 -0.000157829
internal_weight=0 0.00814611 0.00329485 0.00485126 0.00316627
internal_count=3910 3606 1006 2600 2134
is_linear=0
shrinkage=0.00196078


Tree=8801
num_leaves=7
num_cat=0
split_feature=1 457 4 2 15 52
split_gain=1.02605e-05 1.93324e-05 2.50795e-05 3.62774e-05 4.50211e-05 1.95668e-05
threshold=0.12864500000000004 0.069705000000000003 -0.076854999999999993 0.091025000000000009 -0.106555 0.084240000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.012354279628589284 0.009062792943855558 0.010339385982169236 -0.020623468585254268 0.014293511031404291 -0.014789004343749405 -0.0051109223345345081
leaf_weight=0.001337533138847943 0.0010798338876401936 0.0011848008265274556 0.0015353854271620815 0.0010493726934095774 0.001080255704892698 0.0012326074358545238
leaf_count=702 331 313 1010 244 750 560
internal_value=0 -0.00137023 -0.00359529 -0.00890629 -0.000458618 0.00397819
internal_weight=0 0.00741996 0.00623515 0.00366501 0.00212963 0.00257014
internal_count=3910 3579 3266 2004 994 1262
is_linear=0
shrinkage=0.1


Tree=8802
num_leaves=8
num_cat=0
split_feature=11 3 15 3 1 3 4
split_gain=2.41191e-05 3.88438e-05 2.73201e-05 6.47066e-05 5.73712e-05 8.68924e-05 4.16896e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.10666500000000002 0.094485000000000013 0.090325000000000003 -0.082509999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00037667114373571628 -0.00028638800927656421 -0.00045664229852809883 0.00022514231917275694 0.00052085031907993012 0.00046959763081460773 -0.00024679211219049134 -0.0003128738601832518
leaf_weight=0.0010992357224129208 0.0010193231554579711 0.0013479173262428471 0.0010012091233806599 0.0010326599670199845 0.0010808216924196171 0.0016366300152179569 0.0012389327674000182
leaf_count=222 304 949 526 105 432 261 1111
internal_value=0 3.29277e-05 -1.8564e-05 0.000114778 -0.00012591 3.81401e-05 -7.24129e-05
internal_weight=0 0.00843741 0.00733817 0.0032728 0.00406537 0.00271745 0.00224014
internal_count=3910 3606 3384 1742 1642 693 1637
is_linear=0
shrinkage=0.00196078


Tree=8803
num_leaves=7
num_cat=0
split_feature=50 133 13 48 3 0
split_gain=8.94059e-06 2.28202e-05 3.70215e-05 2.67055e-05 3.26464e-05 4.2733e-05
threshold=0.082310000000000008 0.087330000000000019 0.043015000000000005 0.086935000000000012 -0.074234999999999982 -0.14293499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.016465866505138774 -0.0088616773127063071 -0.012494218309706158 0.017910752894636898 -0.011643974321011913 0.0097471419159189891 -0.018246893923098098
leaf_weight=0.0013437505326267525 0.00101242860569701 0.0010533171612093564 0.0013785297744779114 0.0015233819149884781 0.0011670733486645983 0.0010235191815128335
leaf_count=1004 747 761 429 357 184 428
internal_value=0 0.0011506 0.00338363 -0.000575875 0.00419473 -0.00333262
internal_weight=0 0.00748957 0.00643625 0.00505772 0.00353434 0.00219059
internal_count=3910 3163 2402 1973 1616 612
is_linear=0
shrinkage=0.1


Tree=8804
num_leaves=6
num_cat=0
split_feature=160 42 42 0 15
split_gain=9.44321e-06 2.9684e-05 2.16151e-05 3.3701e-05 4.90276e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.14293499999999998 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0064339774861079104 -0.012458177928743548 -0.0028857211798211015 -0.007778577880493325 0.032339989266935168 0.0043430202318237117
leaf_weight=0.001814436454842046 0.0012115150224546473 0.0017269947754854063 0.001086555564430566 0.0010141410390428634 0.0016321262655729981
leaf_count=1218 882 258 610 390 552
internal_value=0 0.00170235 0.00484452 0.00798078 0.0150724
internal_weight=0 0.00667133 0.00545982 0.00437326 0.00264627
internal_count=3910 2692 1810 1200 942
is_linear=0
shrinkage=0.1


Tree=8805
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 15
split_gain=3.17103e-05 4.01665e-05 2.68425e-05 2.77364e-05 0.000110362 9.07399e-05 1.65375e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 -0.008624999999999999 -0.097794999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00039410753239862517 -0.00033116491793845474 -0.00029418903899616864 -0.0005281210687231655 0.00062750559665522533 -0.00029075931211601546 0.00019092500491672568 5.9173675879183171e-05
leaf_weight=0.0010542404883121881 0.0010115283359536141 0.0011229992643346006 0.0011562200317176338 0.0012131418079053525 0.0010446914126111327 0.0016203851020365533 0.0010323084256815508
leaf_count=222 304 1646 460 512 163 411 192
internal_value=0 3.66865e-05 -1.57226e-05 3.58236e-05 0.000157618 -0.000108497 -0.000116836
internal_weight=0 0.00824399 0.00718975 0.00606675 0.00329014 0.00277661 0.002077
internal_count=3910 3606 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=8806
num_leaves=7
num_cat=0
split_feature=52 133 13 2 3 52
split_gain=9.05005e-06 2.31681e-05 4.74803e-05 3.11279e-05 2.37899e-05 1.85739e-05
threshold=0.11401500000000002 -1.0000000180025095e-35 -0.083514999999999992 0.099990000000000009 -0.075679999999999983 -0.06724999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.012317424498207606 -0.0084608747655980747 0.01733056759423823 -0.0083237548537198492 -0.014042995784536678 0.0005583095383816008 0.019800733583517128
leaf_weight=0.0010777112059935801 0.0011080502746722834 0.0017897473003224201 0.0010627941865740927 0.0014411288873636807 0.0010031662505531297 0.0010033572373519656
leaf_count=991 647 678 711 520 196 167
internal_value=0 0.00123149 0.00354916 -0.0019193 0.0037731 0.0101804
internal_weight=0 0.00737791 0.00630019 0.00451045 0.00306932 0.00200652
internal_count=3910 3263 2272 1594 1074 363
is_linear=0
shrinkage=0.1


Tree=8807
num_leaves=6
num_cat=0
split_feature=1 3 2 3 15
split_gain=9.35775e-06 2.56329e-05 2.59581e-05 2.31738e-05 2.03097e-05
threshold=0.10305000000000002 -0.115685 0.084065000000000015 0.11265500000000002 -0.0039399999999999991
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -4
right_child=3 2 4 -5 -6
leaf_value=0.011045224905128938 0.011318590991005947 0.0069850086805836988 -0.020828463055365263 -0.0054417360412115099 -0.0040948537497902992
leaf_weight=0.0010689768888952223 0.001907007158498524 0.0010703199390733357 0.0012576579614873512 0.0014539096177652699 0.0017135306880204952
leaf_count=267 660 719 1048 270 946
internal_value=0 -0.00272547 -0.00636781 0.00406819 -0.0111779
internal_weight=0 0.00511049 0.00404151 0.00336092 0.00297119
internal_count=3910 2980 2713 930 1994
is_linear=0
shrinkage=0.1


Tree=8808
num_leaves=8
num_cat=0
split_feature=11 3 15 48 52 151 3
split_gain=2.60924e-05 3.27154e-05 3.18127e-05 5.85244e-05 4.45284e-05 3.50312e-05 3.35809e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.083775000000000002 0.084240000000000023 -0.0074049999999999993 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -5 -4
right_child=-2 2 4 5 -6 -7 -8
leaf_value=0.00035262893125394149 -0.00030315794686482225 -0.00038692235346313321 5.3023310975271633e-05 0.00034659598927365756 -0.00019003359217199367 -0.00015533246509012217 0.00054844753781254035
leaf_weight=0.001063376399896062 0.0010039881900450716 0.0018592114489739938 0.0010688016120373412 0.0010402403900727566 0.0010994739636552698 0.0010998301743264573 0.001035774046830753
leaf_count=222 304 1032 773 252 782 358 187
internal_value=0 3.15861e-05 -1.58072e-05 -0.00013244 0.000129774 8.86437e-05 0.000296848
internal_weight=0 0.00826671 0.00720333 0.00399928 0.00320405 0.00214007 0.00210458
internal_count=3910 3606 3384 1642 1742 610 960
is_linear=0
shrinkage=0.00196078


Tree=8809
num_leaves=7
num_cat=0
split_feature=1 4 4 49 48 15
split_gain=8.22826e-06 2.45318e-05 2.03943e-05 1.99331e-05 3.01544e-05 2.50905e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.047309999999999998 0.091065000000000021 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.0058319252978333907 0.014377868532965294 -0.021033355362957602 -0.000881306385761437 0.015900741314890967 -0.015080288468115231 -0.0034284323807230194
leaf_weight=0.0015291904883400274 0.0011139785789328577 0.0010063710517430886 0.0010024114325476441 0.001159743741034206 0.0010688118525243361 0.0015953543598545129
leaf_count=189 317 1512 624 342 178 748
internal_value=0 -0.00371192 -0.0109772 0.00260635 -0.00082292 0.00470808
internal_weight=0 0.00353797 0.00200878 0.00493789 0.00382391 0.0027551
internal_count=3910 2325 2136 1585 1268 1090
is_linear=0
shrinkage=0.1


Tree=8810
num_leaves=6
num_cat=0
split_feature=47 13 160 2 3
split_gain=8.44693e-06 2.38721e-05 2.45961e-05 3.30772e-05 2.37771e-05
threshold=0.10436500000000001 -0.13934999999999997 0.069910000000000014 0.10113500000000002 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013597262228986133 0.0069862344966412429 -0.0062583529851636087 0.013927283482812611 -0.014651582404343833 0.011488461320939147
leaf_weight=0.0013155763021109679 0.0014272615167796798 0.0013359010803499086 0.0012213804601143071 0.001427544888273697 0.0017360049227597004
leaf_count=299 290 1489 488 670 674
internal_value=0 -0.00145103 0.00134215 -0.0020741 0.00377078
internal_weight=0 0.00703641 0.00572083 0.00449945 0.00307191
internal_count=3910 3620 3321 2833 2163
is_linear=0
shrinkage=0.1


Tree=8811
num_leaves=8
num_cat=0
split_feature=11 3 15 1 1 3 4
split_gain=2.23489e-05 2.53743e-05 3.06739e-05 4.9329e-05 8e-05 4.43527e-05 4.19093e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.094485000000000013 0.11215000000000001 0.10420500000000001 -0.08100499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4
right_child=-2 2 5 4 -6 -7 -8
leaf_value=0.00031440708219626146 -0.00028272177428743044 -0.00044050864578567612 0.00025668852351241656 0.00044478256024448368 -0.0002551010171969698 0.00046514526296556244 -0.00029284746786932867
leaf_weight=0.0010343201654219487 0.001003004150334671 0.001311124462594588 0.0010183617330327068 0.0010482251830479031 0.0015659497216040314 0.0010230844986030708 0.0011207542141515631
leaf_count=222 304 949 677 233 460 111 954
internal_value=0 2.75145e-05 -1.43535e-05 -0.000130131 2.55365e-05 0.000129364 -3.12317e-05
internal_weight=0 0.00812182 0.0070875 0.0039253 0.00261417 0.0031622 0.00213912
internal_count=3910 3606 3384 1642 693 1742 1631
is_linear=0
shrinkage=0.00196078


Tree=8812
num_leaves=7
num_cat=0
split_feature=49 2 2 52 43 4
split_gain=1.39118e-05 2.7508e-05 2.73546e-05 2.9154e-05 4.99667e-05 6.97812e-05
threshold=0.10251500000000001 0.11260500000000001 0.10113500000000002 -0.087094999999999992 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00028108872663178082 0.00020962112215587914 0.00020065427574740059 -0.00038324151672389017 -0.00023438978754332981 0.00052857297383018624 -0.00012940555161571263
leaf_weight=0.0013634244969451936 0.0010265027181839649 0.0015562070528457013 0.0010268737005745153 0.0014772713696831748 0.001324915097977197 0.0011642185612943585
leaf_count=497 408 500 344 1407 493 261
internal_value=0 -3.29997e-05 -9.02014e-05 -3.37427e-05 5.12809e-05 0.000220823
internal_weight=0 0.00791291 0.0063567 0.00532983 0.00396641 0.00248913
internal_count=3910 3502 3002 2658 2161 754
is_linear=0
shrinkage=0.00196078


Tree=8813
num_leaves=7
num_cat=0
split_feature=42 40 2 160 2 49
split_gain=1.09679e-05 3.80619e-05 4.15374e-05 3.99789e-05 5.3194e-05 3.43085e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 -1.0000000180025095e-35 0.083585000000000007 -0.0019649999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00019591896069614872 0.00037776469978512513 -0.00026660948109139611 -0.00038555849525083718 -0.00018391333309978206 1.7018890590544581e-05 0.00044066248331180814
leaf_weight=0.0010116742699360906 0.0010034245172534728 0.0013160435977101871 0.0010726397816129118 0.001476361495332406 0.0012334548621390485 0.0018185214053074588
leaf_count=440 363 940 300 591 260 1016
internal_value=0 2.08886e-05 -3.0882e-05 3.4213e-05 0.000121639 0.000269447
internal_weight=0 0.00792045 0.00691702 0.00584438 0.00452834 0.00305198
internal_count=3910 3470 3107 2807 1867 1276
is_linear=0
shrinkage=0.00196078


Tree=8814
num_leaves=7
num_cat=0
split_feature=1 457 4 2 15 13
split_gain=7.74169e-06 1.72534e-05 2.3394e-05 4.39267e-05 3.80593e-05 1.51124e-05
threshold=0.12864500000000004 0.069705000000000003 -0.076854999999999993 0.091025000000000009 -0.106555 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.011272515374206024 0.0078772233219371983 0.0099114936722213606 -0.021298927828212074 0.014481002152388421 -0.012315587941132168 -0.0040934680340528337
leaf_weight=0.0013569886473825217 0.0010786426819689712 0.0011771650358571792 0.0015370162680144834 0.0010460639290025197 0.0010744400436790988 0.0012114455440281327
leaf_count=808 331 313 1010 244 750 454
internal_value=0 -0.00119085 -0.00329001 -0.00842678 0.000903414 0.00402489
internal_weight=0 0.00740312 0.00622595 0.00365752 0.0021205 0.00256843
internal_count=3910 3579 3266 2004 994 1262
is_linear=0
shrinkage=0.1


Tree=8815
num_leaves=7
num_cat=0
split_feature=15 43 42 52 2 4
split_gain=8.31875e-06 1.96355e-05 2.9276e-05 2.83203e-05 3.29622e-05 2.34933e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 -0.087094999999999992 0.10457000000000001 -0.0010999999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00663040888393337 0.012870420330478605 -0.012125882868155254 -0.015440254418038653 0.021310830004542008 -0.008018849799604039 0.0015044523296174732
leaf_weight=0.0015598722608714611 0.0012369673525487656 0.0010198124868903364 0.0011297689406421446 0.0014473336804246332 0.0010526073736491148 0.0010215778907092256
leaf_count=614 233 508 1204 847 236 268
internal_value=0 0.00145487 -0.00103506 0.00254859 0.00679823 0.0131154
internal_weight=0 0.00690807 0.0056711 0.00454133 0.00352152 0.00246891
internal_count=3910 3296 3063 1859 1351 1115
is_linear=0
shrinkage=0.1


Tree=8816
num_leaves=7
num_cat=0
split_feature=1 4 3 3 133 13
split_gain=9.08354e-06 2.36483e-05 2.21568e-05 2.15078e-05 2.72615e-05 4.74786e-05
threshold=0.10305000000000002 0.053925000000000008 0.090325000000000003 -0.115685 0.077945 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.0099330606089290899 0.01661551666873896 0.0080609815125373095 -0.011440913690562817 -0.028643732123805544 0.0064869401484488609 -0.0016292158925247946
leaf_weight=0.0010665283210476474 0.0010308783766832673 0.0011791505522348181 0.0011514827146170896 0.0010218203793087104 0.0012138700463740024 0.0017907203308867212
leaf_count=267 388 349 193 1144 1076 493
internal_value=0 0.00400405 -0.00157421 -0.00269354 -0.00603811 -0.0114438
internal_weight=0 0.00336151 0.00233063 0.00509294 0.00402641 0.00281254
internal_count=3910 930 542 2980 2713 1637
is_linear=0
shrinkage=0.1


Tree=8817
num_leaves=7
num_cat=0
split_feature=11 2 0 1 0 52
split_gain=2.41053e-05 2.23788e-05 3.09964e-05 2.55892e-05 4.19632e-05 9.84259e-06
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 0.095575000000000007 -0.084304999999999977 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00037567398080183572 -0.00029007220452172963 -7.8934322073651874e-05 0.00044339005649048882 0.00014109794983102172 7.4646098649354856e-05 0.00016967260521252359
leaf_weight=0.0016463838462736071 0.0010158622880040999 0.0013310217127964156 0.0010095499496759136 0.0016783502834398904 0.0015395358724347211 0.0010107899220143778
leaf_count=1119 304 157 553 466 1015 296
internal_value=0 3.01003e-05 0.00015339 -5.48431e-05 -0.000158065 0.000306447
internal_weight=0 0.00821563 0.00335136 0.00486427 0.00318592 0.00202034
internal_count=3910 3606 1006 2600 2134 849
is_linear=0
shrinkage=0.00196078


Tree=8818
num_leaves=5
num_cat=0
split_feature=4 2 4 4
split_gain=8.81225e-06 1.78606e-05 2.84555e-05 3.2112e-05
threshold=0.24280000000000004 0.11085000000000002 -0.08422499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.015269374921575086 0.0060007305358526983 0.0085438614535212551 0.010010970049336541 -0.0089201503322031469
leaf_weight=0.0016489293716174733 0.0018818366076319929 0.0013393425346318764 0.0018031741286921006 0.0017810223661163648
leaf_count=701 549 440 1629 591
internal_value=0 -0.00176044 -0.00439767 0.000603911
internal_weight=0 0.00657247 0.00523313 0.0035842
internal_count=3910 3361 2921 2220
is_linear=0
shrinkage=0.1


Tree=8819
num_leaves=6
num_cat=0
split_feature=160 42 151 4 2
split_gain=7.9886e-06 2.74601e-05 1.94257e-05 3.71626e-05 2.83164e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 0.086875000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.005907641967127026 -0.012068890284225827 -0.0073654708485276976 -0.01193568217192385 0.021473337056023195 0.0084821504512250512
leaf_weight=0.001815313676742817 0.0012060460819830676 0.0010833581110356056 0.0010375081933915102 0.0013368451446047818 0.0019669470881299726
leaf_count=1218 882 364 510 297 639
internal_value=0 0.00157932 0.00461368 0.00760304 0.0014314
internal_weight=0 0.0066307 0.00542466 0.0043413 0.00300446
internal_count=3910 2692 1810 1446 1149
is_linear=0
shrinkage=0.1


Tree=8820
num_leaves=7
num_cat=0
split_feature=11 0 52 2 2 4
split_gain=2.3922e-05 1.87036e-05 3.53053e-05 3.87526e-05 4.00602e-05 3.151e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -0.092854999999999979 0.11230000000000001 0.091525000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00033305157904225648 -0.0002928075219279701 0.00020873131745107037 0.00023729245725498562 -0.00023249366400514184 0.00047610742878876467 -0.00017556605681818272
leaf_weight=0.0011457268226125394 0.0010059598024461476 0.0017286873052227052 0.0013946800678001571 0.0014051197926424962 0.0010432561915766402 0.0014492983412952394
leaf_count=557 304 324 1363 406 559 397
internal_value=0 2.76444e-05 -2.09792e-05 4.65804e-05 0.000147457 2.68988e-05
internal_weight=0 0.00816677 0.00643808 0.00529235 0.00388723 0.00284398
internal_count=3910 3606 3282 2725 2319 1760
is_linear=0
shrinkage=0.00196078


Tree=8821
num_leaves=7
num_cat=0
split_feature=11 1 15 3 0 15
split_gain=2.27332e-05 2.2976e-05 6.49382e-05 6.33338e-05 4.87004e-05 1.46515e-05
threshold=1.0000000180025095e-35 0.094485000000000013 -0.0039399999999999991 0.090325000000000003 -0.014809999999999999 -0.097794999999999979
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -5
right_child=-2 3 4 5 -6 -7
leaf_value=-0.00040036445058294515 -0.00027566293858447824 0.00043583224824562586 0.00032548626748089002 -0.00024337711943675099 -0.00017280556750055233 8.5842390523217302e-05
leaf_weight=0.0014596576987917242 0.0010260591873101675 0.0016414401239951324 0.0016853276884342462 0.0010434962848375083 0.0013647388654450983 0.0010354143701222806
leaf_count=1177 304 669 1268 163 137 192
internal_value=0 3.38555e-05 -6.02428e-05 0.000147919 0.000102528 -7.94073e-05
internal_weight=0 0.00823008 0.00450972 0.00372035 0.00305007 0.00207891
internal_count=3910 3606 2582 1024 1405 355
is_linear=0
shrinkage=0.00196078


Tree=8822
num_leaves=6
num_cat=0
split_feature=15 43 0 15 2
split_gain=9.11454e-06 1.75501e-05 2.67607e-05 4.28911e-05 2.62603e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.082994999999999985 -0.0063699999999999989 0.097360000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0069286632480318674 0.012336511139835036 -0.0053348346107028061 -0.02007185127608407 0.017586949951983327 0.0010203222903012149
leaf_weight=0.0015626874609792844 0.0012338968409843949 0.0018104602681421513 0.0011177274638449462 0.0014866894534467615 0.0012508722415456581
leaf_count=614 233 801 1045 669 548
internal_value=0 0.00152924 -0.000824382 0.00500063 -0.00893294
internal_weight=0 0.00689965 0.00566575 0.00329715 0.0023686
internal_count=3910 3296 3063 1470 1593
is_linear=0
shrinkage=0.1


Tree=8823
num_leaves=7
num_cat=0
split_feature=11 13 39 52 1 4
split_gain=3.24234e-05 3.15387e-05 6.54127e-05 4.29687e-05 5.18091e-05 3.49186e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.081429999999999989 0.088965000000000002 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00026647891037997958 -0.00033446460572039905 0.00016630745933503849 0.00041671903146771599 -0.00053566317164005387 0.00015740135510173542 -0.00029532846947474904
leaf_weight=0.0017785253384484615 0.0010261039831363635 0.0015160221565519568 0.0010647147583480636 0.0013390435820389455 0.001353816408815284 0.0012689153486406166
leaf_count=389 304 636 387 1573 419 202
internal_value=0 3.49502e-05 -2.79889e-05 -0.000114426 -0.000221853 -6.16358e-05
internal_weight=0 0.00832104 0.00654251 0.0054778 0.00396178 0.00262273
internal_count=3910 3606 3217 2830 2194 621
is_linear=0
shrinkage=0.00196078


Tree=8824
num_leaves=7
num_cat=0
split_feature=51 160 16 13 0 4
split_gain=8.59186e-06 1.83481e-05 1.90212e-05 3.3767e-05 3.12267e-05 2.86843e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 -0.055679999999999993 -0.074599999999999986 -0.10209999999999998 0.24280000000000004
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
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leaf_value=0.0076129339691736872 -0.0121735932615985 -0.013181828143852263 0.0061354449366003497 -0.019532724175789464 0.016323891368903845 0.0088607641643420575
leaf_weight=0.00125210917852889 0.0012889552403129445 0.0011716014806799598 0.0010171148199040816 0.0010330522167590439 0.001513794809184787 0.0011899963194098835
leaf_count=515 1009 198 322 395 1245 226
internal_value=0 -0.00136082 0.000991227 -0.00679841 0.00511211 -0.00207469
internal_weight=0 0.00721451 0.00592556 0.00205017 0.00387539 0.0023616
internal_count=3910 3395 2386 717 1669 424
is_linear=0
shrinkage=0.1


Tree=8825
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 16
split_gain=8.25766e-06 2.27187e-05 3.49802e-05 9.75033e-05 2.33518e-05 3.68916e-05
threshold=0.082310000000000008 0.087330000000000019 -0.013279999999999998 -0.07125999999999999 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.01413477450486908 -0.0085424863748489264 -0.012555469155037533 -0.0038174433780589325 0.034592766902764298 -0.0080911906248243692 0.016815135904852993
leaf_weight=0.0012491190681212798 0.0010043382266744991 0.0010448491605072165 0.0016136891811613569 0.0011192883534093374 0.0013728070697419351 0.0010492693931661839
leaf_count=819 747 761 611 409 379 184
internal_value=0 0.00111699 0.00334767 0.0119134 -0.003029 0.0026985
internal_weight=0 0.00744902 0.00640417 0.00273298 0.0036712 0.00242208
internal_count=3910 3163 2402 1020 1382 563
is_linear=0
shrinkage=0.1


Tree=8826
num_leaves=7
num_cat=0
split_feature=11 1 3 15 16 2
split_gain=3.41223e-05 2.70483e-05 6.73348e-05 4.72364e-05 4.16922e-05 1.49047e-05
threshold=1.0000000180025095e-35 0.094485000000000013 0.090325000000000003 -0.0039399999999999991 0.15100500000000003 0.11462500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00035990816619748582 -0.00034913610984080464 0.00045869498965860409 -0.00024129350998003865 0.00024056525620354071 -0.00024192515517895496 9.2366554222837291e-05
leaf_weight=0.0014510974870912559 0.0010085937499269065 0.0016079768150059487 0.0010438124128642049 0.0019546041862434651 0.0010630274820966476 0.0010154771992643137
leaf_count=1177 304 669 152 1307 98 203
internal_value=0 3.32199e-05 0.00015802 -6.91975e-05 7.05973e-05 -7.6759e-05
internal_weight=0 0.008136 0.00366727 0.00446873 0.00301763 0.00205929
internal_count=3910 3606 1024 2582 1405 355
is_linear=0
shrinkage=0.00196078


Tree=8827
num_leaves=6
num_cat=0
split_feature=52 160 15 12 52
split_gain=7.93185e-06 2.29755e-05 1.92666e-05 1.48174e-05 4.27156e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.053579999999999996 0.091555000000000011 0.048490000000000012
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.012395339918529348 -0.015881389414936525 -0.0061401576880138206 -0.0040816977840505949 -0.0074522866413938536 0.017343742951047014
leaf_weight=0.0014397541429829856 0.0010086062181844943 0.0016782636963120186 0.0013994343839685726 0.0014804540282938325 0.0014383772490909443
leaf_count=631 924 568 559 634 594
internal_value=0 -0.0022136 0.00427382 0.000785121 0.00469802
internal_weight=0 0.0056057 0.00283919 0.00459709 0.00311664
internal_count=3910 2720 1190 1796 1162
is_linear=0
shrinkage=0.1


Tree=8828
num_leaves=6
num_cat=0
split_feature=1 16 15 52 16
split_gain=8.25816e-06 2.30122e-05 1.71958e-05 3.31023e-05 2.52191e-05
threshold=1.0000000180025095e-35 0.0015250000000000001 1.0000000180025095e-35 -0.081429999999999989 -0.110495
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.015458295964290186 0.019789065529195848 0.0034368459312838712 -0.0086424534485618643 0.0094084965528578989 -0.0076664167498972291
leaf_weight=0.0011296040693809025 0.0011214547834621381 0.0015010547318834485 0.0011896401427240943 0.0015768806197451811 0.0019160237320029849
leaf_count=1519 424 473 583 437 474
internal_value=0 -0.00467672 0.00207756 0.00484132 4.20966e-05
internal_weight=0 0.00263066 0.005804 0.00461436 0.0034929
internal_count=3910 1992 1918 1335 911
is_linear=0
shrinkage=0.1


Tree=8829
num_leaves=7
num_cat=0
split_feature=42 40 2 3 52 2
split_gain=1.39516e-05 3.72269e-05 4.97068e-05 3.44121e-05 2.62171e-05 3.7008e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.10856000000000002 -0.069134999999999988 0.082715000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.00022005505031314829 0.00037261859382366896 -0.00023492456040408031 -0.00041294354785050019 0.00035263344934525977 -0.00019939459295069509 0.00023978755708146458
leaf_weight=0.0010189125584246185 0.0010239779542968253 0.0015874188357455931 0.0010869587355951255 0.0011204408153186185 0.0011839365464226211 0.0019570763331401408
leaf_count=440 363 673 300 158 623 1353
internal_value=0 2.36304e-05 -2.78927e-05 4.36654e-05 -2.95471e-05 7.42474e-05
internal_weight=0 0.00795981 0.00693583 0.00584887 0.00472843 0.00314101
internal_count=3910 3470 3107 2807 2649 1976
is_linear=0
shrinkage=0.00196078


Tree=8830
num_leaves=7
num_cat=0
split_feature=160 16 0 2 4 1
split_gain=7.31017e-06 3.01899e-05 3.92698e-05 3.79176e-05 3.36827e-05 2.03162e-05
threshold=-0.081069999999999989 -0.029944999999999996 -0.084304999999999977 0.10648500000000001 -0.034289999999999994 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -3 -2
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leaf_value=0.0070667129983072539 -0.012019681772716846 -0.028337550363609239 0.020585279236122318 0.0072692433046796833 -0.0031268194924851918 0.0050114702783448234
leaf_weight=0.0012386743907657387 0.0011394930915759288 0.0011023590852118554 0.0010992978113118748 0.0010164806875417581 0.0010205933133643757 0.0018176995784718476
leaf_count=815 645 423 847 358 504 318
internal_value=0 -0.00125043 0.00444777 -0.00861312 -0.0162177 -0.00155113
internal_weight=0 0.00719592 0.00405649 0.00313943 0.00212295 0.00295719
internal_count=3910 3095 1810 1285 927 963
is_linear=0
shrinkage=0.1


Tree=8831
num_leaves=6
num_cat=0
split_feature=11 2 1 16 1
split_gain=2.27024e-05 2.13929e-05 3.41565e-05 2.6686e-05 3.74656e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.19424999999999998 0.084330000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00027235814046826337 -0.00028127170970171909 -9.4900451824883161e-05 0.00012395486536043526 -5.2842014134747959e-06 0.00042098008546685934
leaf_weight=0.0017945263612792692 0.0010003023083547001 0.0015397411831782897 0.0015654717631933622 0.0015028420616290362 0.0016777689750889356
leaf_count=1553 304 358 455 846 394
internal_value=0 3.18721e-05 -8.77102e-05 0.000116992 0.00021957
internal_weight=0 0.00808035 0.00336 0.00472035 0.00318061
internal_count=3910 3606 2008 1598 1240
is_linear=0
shrinkage=0.00196078


Tree=8832
num_leaves=7
num_cat=0
split_feature=11 42 0 15 3 1
split_gain=2.11303e-05 1.93809e-05 3.68565e-05 4.62255e-05 7.88652e-05 6.96392e-05
threshold=1.0000000180025095e-35 0.086325000000000013 0.047345000000000005 0.024640000000000006 0.11265500000000002 0.093575000000000019
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=5.3845886495048502e-05 -0.00027191129926036573 -0.00015724423941782407 0.00039881085298293351 -0.00033067171529538742 -0.00022300714696519072 0.00072041801407630849
leaf_weight=0.0014644183365631236 0.001012677795565309 0.0017118335260368558 0.0011316786886973046 0.0011942292571523816 0.0016669190526863538 0.0010239097382419185
leaf_count=788 304 1388 163 756 257 254
internal_value=0 2.83185e-05 7.73302e-05 9.32114e-06 0.000107036 0.00032813
internal_weight=0 0.00819299 0.00648116 0.00534948 0.00415525 0.00248833
internal_count=3910 3606 2218 2055 1299 1042
is_linear=0
shrinkage=0.00196078


Tree=8833
num_leaves=7
num_cat=0
split_feature=11 48 0 15 3 4
split_gain=3.01487e-05 2.52142e-05 7.92795e-05 4.12718e-05 5.0262e-05 5.67717e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.092005000000000017 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0002697772783772509 -0.00032359157051952076 -0.00013821734600174204 0.00055797427277657957 0.00020542082124880577 0.00045610478503406204 -0.00036062455348231183
leaf_weight=0.0019378836045069897 0.0010133163992155662 0.0013012239166119916 0.0012170806549461146 0.0014793061374142637 0.0010117167579577284 0.0012626960620540856
leaf_count=1075 304 114 591 526 137 1163
internal_value=0 3.48872e-05 0.000198248 -3.73932e-05 8.25768e-05 -5.52439e-05
internal_weight=0 0.00820991 0.0025183 0.0056916 0.00375372 0.002742
internal_count=3910 3606 705 2901 1826 1689
is_linear=0
shrinkage=0.00196078


Tree=8834
num_leaves=8
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split_feature=11 0 52 47 42 16 1
split_gain=3.02993e-05 2.19606e-05 4.67318e-05 3.78754e-05 4.81115e-05 4.59628e-05 3.45614e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -0.092854999999999979 0.09252500000000001 0.083725000000000008 -0.057604999999999996 0.090475000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00037504672545120462 -0.0003242547599597999 0.00023070201143078145 0.00011201070755584847 -0.00025752167898261029 0.00052018792567169714 0.00033898774959389977 -0.00039589638151295916
leaf_weight=0.0011549237030918178 0.0010134432015897641 0.0017399123378161671 0.0010079301055945014 0.0011402067541570115 0.0010032419869782133 0.0011703402143330003 0.0010534327770721872
leaf_count=557 304 324 688 263 1204 331 239
internal_value=0 3.4955e-05 -1.72011e-05 5.96869e-05 0.000145091 2.86474e-05 -0.000147549
internal_weight=0 0.00826999 0.00653008 0.00537515 0.00423495 0.0032317 0.00206136
internal_count=3910 3606 3282 2725 2462 1258 927
is_linear=0
shrinkage=0.00196078


Tree=8835
num_leaves=7
num_cat=0
split_feature=11 39 13 457 43 15
split_gain=2.98304e-05 2.1035e-05 5.92095e-05 3.41706e-05 3.57619e-05 5.4656e-05
threshold=1.0000000180025095e-35 0.005105000000000001 -0.094679999999999986 0.082870000000000013 -0.074254999999999988 -0.10071499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.00033679641687624478 -0.0003202637854465252 0.00026500784569671621 4.7047626959322449e-05 0.00020968388159809553 2.7239713070999296e-05 -0.00054762072831602714
leaf_weight=0.0015000808754124769 0.0010183023133026074 0.0012937249587161364 0.0016273391910135828 0.0010696433778281632 0.0010472235400355325 0.0016188375872619161
leaf_count=331 304 445 1057 200 203 1370
internal_value=0 3.56676e-05 -7.56385e-06 -0.000103884 -0.000182005 -0.000321817
internal_weight=0 0.00815685 0.00686312 0.00536304 0.0042934 0.00266606
internal_count=3910 3606 3161 2830 2630 1573
is_linear=0
shrinkage=0.00196078


Tree=8836
num_leaves=7
num_cat=0
split_feature=11 3 47 1 3 12
split_gain=5.69969e-05 3.4035e-05 3.07554e-05 3.60107e-05 5.2449e-05 2.97066e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09252500000000001 0.088010000000000019 0.045635000000000002 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0003573263780957518 -0.00045125286459939031 8.518691152591556e-05 -0.00024829610121164818 0.00050915723084420724 -6.5337573040223051e-06 -0.00032629780644866422
leaf_weight=0.0011342894051216013 0.0010112299890744055 0.0014421897003320352 0.0015987249036400241 0.0012687487411769678 0.0018845445541407449 0.0012672484594295566
leaf_count=247 279 833 371 709 332 1139
internal_value=0 4.08794e-05 -7.2268e-06 5.85111e-05 0.000200958 -0.000107271
internal_weight=0 0.00859575 0.00746146 0.00586273 0.00315329 0.00270944
internal_count=3910 3631 3384 3013 1041 1972
is_linear=0
shrinkage=0.00196078


Tree=8837
num_leaves=8
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split_feature=42 40 2 160 0 1 13
split_gain=1.59068e-05 4.40831e-05 6.22426e-05 3.61926e-05 4.72353e-05 6.53062e-05 1.17416e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 -1.0000000180025095e-35 -0.17106499999999999 0.088785000000000017 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00023559070970209675 0.00039880945375867828 -0.00023621820210637705 -0.00045738381642799016 0.00047373700953369697 0.00038632567632162373 -0.0003171899996791525 9.0695969220822034e-05
leaf_weight=0.0010380665421464959 0.0010413547404265668 0.0013448884672795933 0.0011197434671905825 0.0011491069712514772 0.0010066199419684445 0.0013715414472884376 0.0010608962606473383
leaf_count=440 363 940 300 120 393 588 766
internal_value=0 2.22259e-05 -3.33772e-05 4.66455e-05 0.000129559 1.45572e-05 0.00023463
internal_weight=0 0.00809415 0.0070528 0.00593305 0.00458816 0.00343906 0.00206752
internal_count=3910 3470 3107 2807 1867 1747 1159
is_linear=0
shrinkage=0.00196078


Tree=8838
num_leaves=7
num_cat=0
split_feature=2 3 48 13 42 0
split_gain=8.78833e-06 3.26935e-05 2.63621e-05 2.94549e-05 3.39746e-05 3.68207e-05
threshold=0.11934000000000002 0.11476000000000001 0.083775000000000002 -0.083924999999999986 -0.082904999999999993 -0.069954999999999976
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.0091782984897407077 -0.0077426677619724469 0.016111441910904439 0.0089479072538974688 0.0036650021450445589 -0.02998403667871671 -0.0041349067583739138
leaf_weight=0.0010034738451553163 0.0012664639964423833 0.0012342211831396881 0.0016643947744964301 0.0011400763830598376 0.0011495151383675898 0.0010584860513214219
leaf_count=751 465 153 547 469 1057 468
internal_value=0 0.00128585 -0.00175574 -0.0058497 -0.0103538 -0.0175923
internal_weight=0 0.00725017 0.00601595 0.00435155 0.00334808 0.002208
internal_count=3910 3445 3292 2745 1994 1525
is_linear=0
shrinkage=0.1


Tree=8839
num_leaves=7
num_cat=0
split_feature=11 3 47 1 3 13
split_gain=1.95278e-05 2.43298e-05 2.96897e-05 4.71504e-05 6.06475e-05 4.59189e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.088010000000000019 0.045635000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00031220296708027098 -0.00025346554616546022 -0.00034849656149067162 -0.00024846275762235138 0.00055497985001028973 -6.4083270076683127e-06 0.00017720553109562835
leaf_weight=0.0010379045407013137 0.0010413613906254142 0.0015720224162870348 0.0015598899222041464 0.0012487060313291548 0.001815577356756265 0.0010760930563754902
leaf_count=222 304 1586 371 709 332 386
internal_value=0 3.13686e-05 -8.71217e-06 5.67567e-05 0.000222359 -0.000134871
internal_weight=0 0.00831019 0.00727229 0.0057124 0.00306428 0.00264812
internal_count=3910 3606 3384 3013 1041 1972
is_linear=0
shrinkage=0.00196078


Tree=8840
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 3
split_gain=8.11247e-06 2.14814e-05 1.79119e-05 2.24294e-05 4.83414e-05 4.58299e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.11561500000000001 -0.10209999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.0088647194285757739 -0.0077266490163767527 0.014584954798665069 -0.025067178002229608 0.0083793312683812671 -0.014897279276940506 0.011707657048133105
leaf_weight=0.0014249705188106561 0.0011854713229413217 0.0010290983544669289 0.0011152531453978379 0.0011426557754226204 0.0011725441529060626 0.0014459036750193179
leaf_count=350 487 456 311 302 1381 623
internal_value=0 0.00118959 -0.00099807 -0.00388018 -0.00763206 -0.000206066
internal_weight=0 0.00733043 0.00630133 0.00487636 0.0037337 0.00261845
internal_count=3910 3423 2967 2617 2315 2004
is_linear=0
shrinkage=0.1


Tree=8841
num_leaves=7
num_cat=0
split_feature=42 51 47 4 1 13
split_gain=7.6347e-06 2.31085e-05 1.84329e-05 3.60242e-05 3.30411e-05 3.5791e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.087850000000000025 -0.23071499999999998 0.10031000000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0066818766653368973 -0.012212468254261076 -0.010055183931438569 -0.0066093027089896561 -0.0094570784977045345 0.023967416117629689 0.015470510912445204
leaf_weight=0.0014405577095333933 0.0010723571539632045 0.001005035062055285 0.0013392210463114423 0.0010549301116503282 0.0013195206892934316 0.0012686845378217684
leaf_count=1060 521 142 310 878 527 472
internal_value=0 0.0013064 0.00372767 0.00670594 0.0113298 0.00415329
internal_weight=0 0.00705975 0.00598739 0.00464817 0.00364314 0.00232361
internal_count=3910 2850 2329 2019 1877 1350
is_linear=0
shrinkage=0.1


Tree=8842
num_leaves=6
num_cat=0
split_feature=52 13 2 48 3
split_gain=8.77411e-06 2.20698e-05 2.37512e-05 4.71477e-05 2.76057e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11203000000000002 0.083775000000000002 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.010465209365489898 -0.0083132152165717906 -0.014887437842540485 -0.015949510155137774 0.017317527151247177 0.0037387382355466292
leaf_weight=0.0019086963035892168 0.0011140569866303048 0.0015649949503133889 0.0010007030317533425 0.0012784901039097586 0.0016187306035012564
leaf_count=406 647 1612 389 402 454
internal_value=0 0.00120838 -0.00202588 0.00109666 -0.00541716
internal_weight=0 0.00737161 0.00546292 0.00446222 0.00318373
internal_count=3910 3263 2857 2468 2066
is_linear=0
shrinkage=0.1


Tree=8843
num_leaves=7
num_cat=0
split_feature=51 15 4 12 0 2
split_gain=8.24476e-06 1.9148e-05 4.46426e-05 4.28595e-05 3.4815e-05 1.73142e-05
threshold=0.08955500000000001 -0.14487999999999998 0.097045000000000006 0.080120000000000011 -0.10131499999999999 0.086130000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 -7
leaf_value=0.013800041518027481 -0.0077779632719407604 0.025899530733307898 -0.01596907035664508 -0.014381852724048875 0.00083732069151634865 0.0022665734702973284
leaf_weight=0.0010376108343297871 0.0011838593627186934 0.0011673218458906869 0.0014909034864274504 0.0011107034897001476 0.0010554251424363251 0.0014275596475677502
leaf_count=490 487 162 336 1015 281 1139
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internal_weight=0 0.00728952 0.00625191 0.00476101 0.00222275 0.00253826
internal_count=3910 3423 2933 2597 443 2154
is_linear=0
shrinkage=0.1


Tree=8844
num_leaves=8
num_cat=0
split_feature=11 3 15 1 3 3 4
split_gain=2.48469e-05 3.53285e-05 2.92342e-05 5.58536e-05 0.000112929 5.43138e-05 4.2872e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.094485000000000013 0.090325000000000003 0.10666500000000002 -0.08100499999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 5 4 -6 -7 -8
leaf_value=0.00037237548976843564 -0.00029205910976844732 -0.00045686445970004308 0.0002403953511965764 0.00052853557765985225 -0.00029076941579448605 0.00050285219215698512 -0.00030677777866127819
leaf_weight=0.0010361907938523721 0.0010097020009021797 0.0013193189505682655 0.001047349516733926 0.0010746023297677077 0.0016247553353841489 0.0010039027988913308 0.0011605958029699747
leaf_count=222 304 949 681 432 261 105 956
internal_value=0 3.37723e-05 -1.47522e-05 -0.000126214 3.53923e-05 0.000124709 -4.72236e-05
internal_weight=0 0.00826672 0.00723052 0.00401868 0.00269936 0.00321185 0.00220795
internal_count=3910 3606 3384 1642 693 1742 1637
is_linear=0
shrinkage=0.00196078


Tree=8845
num_leaves=7
num_cat=0
split_feature=49 2 4 15 43 0
split_gain=1.67239e-05 3.95064e-05 5.00145e-05 5.19773e-05 7.85673e-05 5.36108e-05
threshold=0.10513500000000002 0.11260500000000001 -0.34687499999999999 -0.10192499999999999 -0.079109999999999986 -0.14293499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
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leaf_count=223 366 502 379 902 169 1369
internal_value=0 -3.45635e-05 -0.000101649 -2.74153e-05 6.4142e-05 0.000253891
internal_weight=0 0.00820235 0.00659864 0.00554925 0.00450141 0.00292956
internal_count=3910 3544 3042 2819 2440 1538
is_linear=0
shrinkage=0.00196078


Tree=8846
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 52
split_gain=2.83155e-05 2.74279e-05 4.08467e-05 2.4193e-05 4.42146e-05 2.76153e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.09547499999999999 -1.0000000180025095e-35 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00050660529195321261 -0.00031248951879164305 0.00015468979657759781 1.9248029992523774e-05 -0.00021015011402387973 -0.00043369018242366794 0.00020744113831704171
leaf_weight=0.0010155365781554298 0.0010039638550573262 0.0015914291422078996 0.0018948802744237336 0.0011113107969134303 0.001255151938641598 0.0013465900712771501
leaf_count=792 304 336 867 244 1030 337
internal_value=0 3.63456e-05 0.000189302 -4.75773e-05 -0.00013427 1.86322e-05
internal_weight=0 0.0082149 0.00291042 0.00530448 0.00371305 0.0024579
internal_count=3910 3606 1659 1947 1611 581
is_linear=0
shrinkage=0.00196078


Tree=8847
num_leaves=7
num_cat=0
split_feature=0 52 3 1 43 1
split_gain=1.3389e-05 5.17482e-05 3.03629e-05 4.45677e-05 3.31993e-05 2.16257e-05
threshold=-0.14867499999999997 -0.010284999999999997 -1.0000000180025095e-35 0.095575000000000007 -0.053009999999999995 0.077800000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0004525413479797482 -0.00011416562475401683 0.00010773991286553523 -5.0323377352543777e-05 0.00052259472010376419 -0.00026824525945071684 0.0002354466233743478
leaf_weight=0.0010720027366151645 0.0012028414186016257 0.0015504204501453536 0.0010320719565011401 0.0010563287404624247 0.0016437449538444521 0.0015656151697932357
leaf_count=124 1017 260 137 283 1453 636
internal_value=0 -0.000121294 4.46825e-05 0.000239463 -4.75117e-05 8.35468e-05
internal_weight=0 0.00262242 0.0065006 0.0020884 0.0044122 0.00276846
internal_count=3910 384 3526 420 3106 1653
is_linear=0
shrinkage=0.00196078


Tree=8848
num_leaves=8
num_cat=0
split_feature=11 3 15 1 3 3 4
split_gain=2.61762e-05 2.78759e-05 2.64309e-05 5.8782e-05 0.000108153 5.2941e-05 4.24424e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.094485000000000013 0.10420500000000001 0.10666500000000002 -0.08100499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4
right_child=-2 2 5 4 -6 -7 -8
leaf_value=0.00033115469874602052 -0.00030275737627549477 -0.00045629245018927221 0.00023763624093980527 0.000503192754087083 -0.00029065118100486735 0.00048555232325725505 -0.00030914957584889108
leaf_weight=0.0010426185228339241 0.0010113685275920372 0.0013234384286122079 0.0010292945178214858 0.0011513455265756514 0.0015455628582806886 0.0010363913394787544 0.0011618853571291727
leaf_count=222 304 949 681 446 247 105 956
internal_value=0 3.13786e-05 -1.17444e-05 -0.000117837 4.82512e-05 0.000120407 -5.23e-05
internal_weight=0 0.00829054 0.00724792 0.00402035 0.00269691 0.00322757 0.00219118
internal_count=3910 3606 3384 1642 693 1742 1637
is_linear=0
shrinkage=0.00196078


Tree=8849
num_leaves=6
num_cat=0
split_feature=0 52 1 16 2
split_gain=1.04402e-05 4.57452e-05 2.06419e-05 4.48626e-05 3.38154e-05
threshold=-0.14867499999999997 -0.010284999999999997 0.11477000000000001 -0.089864999999999987 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.021934316072483463 -0.018590317535395244 0.0057695691411209036 0.012474121384288956 0.014100989107794035 -0.005659649656424552
leaf_weight=0.0010063705645484166 0.0011132018236135895 0.0014617474833275123 0.0014759161439500982 0.0017794061117023053 0.0016870101508176046
leaf_count=124 655 260 495 1433 943
internal_value=0 -0.00552664 0.00218965 -0.00112483 0.00448403
internal_weight=0 0.00246812 0.00605553 0.00457962 0.00346642
internal_count=3910 384 3526 3031 2376
is_linear=0
shrinkage=0.1


Tree=8850
num_leaves=7
num_cat=0
split_feature=42 40 2 2 15 42
split_gain=1.18175e-05 4.477e-05 5.71211e-05 5.30075e-05 3.1219e-05 5.10444e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.097940000000000013 -0.064869999999999983 0.085195000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00019959089098777941 0.00040158211692075378 -0.00024699949258245917 -0.00032984094022763314 0.00043848757825991835 -0.00013896895076113191 0.00044332430660443204
leaf_weight=0.001043138069434923 0.0010412262102791987 0.001607243963597012 0.0018488997358863243 0.0011716910132402785 0.001370561124642177 0.0010019015222136178
leaf_count=440 363 661 479 398 763 806
internal_value=0 2.22322e-05 -3.41925e-05 7.19194e-05 -3.60043e-05 0.000106936
internal_weight=0 0.00804152 0.0070003 0.0051514 0.00397971 0.00237246
internal_count=3910 3470 3107 2628 2230 1569
is_linear=0
shrinkage=0.00196078


Tree=8851
num_leaves=6
num_cat=0
split_feature=15 151 4 16 13
split_gain=9.17928e-06 2.15878e-05 3.50518e-05 2.85216e-05 2.29771e-05
threshold=-0.11739999999999999 -0.076429999999999984 -1.0000000180025095e-35 -0.094359999999999986 -0.0030249999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.006945170088130212 0.015078292672381184 0.013047063992829084 -0.022818566999805282 -0.000558343134622768 -0.0029352765460075488
leaf_weight=0.0015713975873278075 0.0010043135431831848 0.0018828077389589722 0.001024236306586581 0.0013140571029439283 0.001722438300512829
leaf_count=614 487 1447 314 378 670
internal_value=0 0.00151807 -0.00077328 -0.0103089 0.00541136
internal_weight=0 0.00694785 0.00594354 0.00233829 0.00360525
internal_count=3910 3296 2809 692 2117
is_linear=0
shrinkage=0.1


Tree=8852
num_leaves=6
num_cat=0
split_feature=4 160 0 42 0
split_gain=9.88093e-06 1.70713e-05 3.63793e-05 2.91996e-05 3.83322e-05
threshold=0.24280000000000004 -0.026849999999999995 -0.14136999999999997 -1.0000000180025095e-35 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0087362728431798209 0.0063354153972480336 -0.019519373139773522 -0.014381483798023254 0.014290204932071796 -0.008183090316699065
leaf_weight=0.0012361512795020365 0.0018911876887367316 0.0012151668328070284 0.0010386437493427091 0.0018302490820945913 0.0012967069435847582
leaf_count=923 549 216 800 1065 357
internal_value=0 -0.00186093 -0.00429548 0.000145556 0.00497083
internal_weight=0 0.00661692 0.00538077 0.0041656 0.00312696
internal_count=3910 3361 2438 2222 1422
is_linear=0
shrinkage=0.1


Tree=8853
num_leaves=6
num_cat=0
split_feature=0 43 3 2 2
split_gain=9.44929e-06 1.85607e-05 1.86819e-05 2.567e-05 4.89703e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 -0.074234999999999982 0.089910000000000004 0.11230000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0099480503047617679 0.00683911004132947 0.011862620435148699 -0.014751348205382856 0.019302939113434378 -0.0087822538568983859
leaf_weight=0.0019376547796451787 0.0016184926455139496 0.0013051858891832717 0.0011109420374984694 0.0011027521983621477 0.0014206470020572083
leaf_count=1214 394 1291 330 306 375
internal_value=0 -0.00165344 0.00160034 -0.00208511 0.00349127
internal_weight=0 0.00687718 0.00493953 0.00363434 0.0025234
internal_count=3910 3516 2302 1011 681
is_linear=0
shrinkage=0.1


Tree=8854
num_leaves=6
num_cat=0
split_feature=43 3 12 52 3
split_gain=8.16648e-06 2.19121e-05 1.59672e-05 3.9398e-05 5.67309e-05
threshold=-0.057994999999999998 -0.075954999999999981 0.088375000000000023 -0.0066199999999999991 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0026913317899748637 -0.01172315428723111 0.014638458048312994 -0.011897620443459751 0.022896028261244539 -0.0070928027786695651
leaf_weight=0.0018627540246833637 0.0015685765406777182 0.0011994218684711383 0.0013267193027543507 0.0013098401247206685 0.0012168363919090438
leaf_count=1238 427 536 929 553 227
internal_value=0 0.00409656 -0.00236337 0.000725399 0.00845354
internal_weight=0 0.00306218 0.00542197 0.00409525 0.00252668
internal_count=3910 1774 2136 1207 780
is_linear=0
shrinkage=0.1


Tree=8855
num_leaves=6
num_cat=0
split_feature=4 2 48 0 12
split_gain=9.14663e-06 1.71087e-05 1.87035e-05 3.85117e-05 3.07539e-05
threshold=0.24280000000000004 0.11085000000000002 0.083775000000000002 -0.029849999999999998 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.011756487605625549 0.0061121145655263368 0.0082662360939191101 0.0057972582614551947 -0.022687176340084908 0.0096598648101881672
leaf_weight=0.0013604588434987322 0.0018860144491502197 0.0013467182064272392 0.0013445645920218013 0.0012107323213796225 0.0013221554614117139
leaf_count=826 549 440 506 219 1370
internal_value=0 -0.00178649 -0.00437115 -0.0078828 -0.00120121
internal_weight=0 0.00658463 0.00523791 0.00389335 0.00268261
internal_count=3910 3361 2921 2415 2196
is_linear=0
shrinkage=0.1


Tree=8856
num_leaves=8
num_cat=0
split_feature=11 3 47 3 2 2 3
split_gain=2.40355e-05 2.99179e-05 3.57139e-05 3.65535e-05 3.00639e-05 3.82645e-05 2.73412e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 -0.069909999999999986 0.090695000000000012 0.10571000000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=0.00033558735728148005 -0.00029185754089503468 -0.00020630752243453482 -0.00016622264539188311 -0.00011575979375750851 0.00056247265804045454 9.0116231585956537e-05 -0.00030938760336942408
leaf_weight=0.0010539358763247122 0.0010212904434060309 0.0013694421756334815 0.001037318042698545 0.00104869668090735 0.0010795545709091959 0.0016939464738423358 0.0010144023022844043
leaf_count=222 304 1857 392 331 227 466 111
internal_value=0 2.69205e-05 -1.79917e-05 6.85619e-05 0.000167044 0.000273976 -0.000237006
internal_weight=0 0.0082973 0.00724336 0.00519164 0.0038222 0.0027735 0.00205172
internal_count=3910 3606 3384 2881 1024 693 503
is_linear=0
shrinkage=0.00196078


Tree=8857
num_leaves=8
num_cat=0
split_feature=4 1 13 0 42 43 48
split_gain=2.65715e-05 4.06469e-05 3.75234e-05 7.51148e-05 6.80719e-05 0.000117487 4.33431e-05
threshold=0.25367000000000006 0.11235500000000002 -0.13934999999999997 -0.017269999999999997 0.085195000000000007 -1.0000000180025095e-35 0.084500000000000006
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.00035236981517825378 -8.1744984002592524e-05 0.00046256584446512675 -0.00079694049883111432 0.00041802798053014207 0.00025636760507933328 0.00023094005272814483 -0.00030329559523282416
leaf_weight=0.0013478474124470098 0.0010448822671248977 0.0010651726442645827 0.001061125563765693 0.001347755559614779 0.0014138921591243035 0.0012882183903271352 0.0010678570364713129
leaf_count=214 197 337 1084 308 1259 358 153
internal_value=0 0.000193027 -5.59467e-05 8.71467e-06 -0.000105474 -0.000255188 -1.11945e-05
internal_weight=0 0.00211005 0.0075267 0.00617885 0.00483109 0.0034172 0.00235608
internal_count=3910 534 3376 3162 2854 1595 511
is_linear=0
shrinkage=0.00196078


Tree=8858
num_leaves=6
num_cat=0
split_feature=0 52 150 48 1
split_gain=1.15555e-05 3.40209e-05 2.61633e-05 4.69938e-05 3.41143e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.084800000000000014 0.084795000000000023 0.088495000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.018071514348851091 0.0069864037728438232 0.015633966672983737 0.015682050018631211 -0.018769888710507599 -0.004811930732974771
leaf_weight=0.0010963255360216754 0.0018375895721187982 0.0014516798034035076 0.0010192199138256003 0.0012265584665419253 0.0018638040960727174
leaf_count=597 446 1442 366 394 665
internal_value=0 -0.00197131 0.00120262 -0.00204651 0.00414028
internal_weight=0 0.00665759 0.00556126 0.00454204 0.00331548
internal_count=3910 3464 2867 2501 2107
is_linear=0
shrinkage=0.1


Tree=8859
num_leaves=6
num_cat=0
split_feature=0 52 52 48 16
split_gain=9.36888e-06 2.76535e-05 2.23701e-05 1.80415e-05 3.76291e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.062489999999999997 0.084500000000000006 -0.11180499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.016317849985268914 0.0062908445856968108 0.013483484885025022 0.014218252850998384 -0.012244983306232414 -0.0078492516328850081
leaf_weight=0.0010929236255981063 0.0018367377028821828 0.0011528906891417369 0.0013847340609660661 0.0012650722709580597 0.0017482989085742856
leaf_count=597 446 325 518 361 1663
internal_value=0 -0.00177821 0.00108446 -0.00216573 0.00190412
internal_weight=0 0.00664392 0.005551 0.00439811 0.00313303
internal_count=3910 3464 2867 2542 2181
is_linear=0
shrinkage=0.1


Tree=8860
num_leaves=8
num_cat=0
split_feature=11 3 15 3 1 1 4
split_gain=2.79465e-05 2.63148e-05 2.83698e-05 6.55657e-05 6.13907e-05 8.40757e-05 4.19876e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.10666500000000002 0.094485000000000013 0.11215000000000001 -0.08100499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00032309887855890267 -0.00031425114908949486 -0.00046915547607768624 0.00022479100004255974 0.00053563203188349917 0.00047843148307221751 -0.0002354332196805131 -0.00032094920808313292
leaf_weight=0.0010400059468523041 0.0010084356594400956 0.0013087181085052195 0.0010173700711811635 0.0010241381252722097 0.0010572158177785274 0.0015856723606139703 0.0011600238192758269
leaf_count=222 304 949 681 105 233 460 956
internal_value=0 3.16687e-05 -1.07028e-05 0.000126486 -0.000121851 5.0129e-05 -6.59564e-05
internal_weight=0 0.00819314 0.00715314 0.00320153 0.00395161 0.00264289 0.00217739
internal_count=3910 3606 3384 1742 1642 693 1637
is_linear=0
shrinkage=0.00196078


Tree=8861
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 4
split_gain=3.17099e-05 2.32146e-05 5.04096e-05 4.58078e-05 3.14222e-05 5.57221e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.0057500000000000008 -0.083329999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0002294443065980797 -0.00033445947734652147 0.00028233155387386824 0.00035577857557077193 -0.00033873726989642127 0.00034786191620437521 -0.00028982466791422105
leaf_weight=0.001105130511444217 0.0010058895144922199 0.001182684557415865 0.0018323806511202148 0.0013149039013794772 0.0012033413320479323 0.0014651317405449597
leaf_count=371 304 501 585 316 299 1534
internal_value=0 3.46543e-05 7.63583e-05 -2.27509e-05 8.51366e-05 -3.4263e-05
internal_weight=0 0.00810357 0.00699844 0.00516606 0.00385116 0.00264782
internal_count=3910 3606 3235 2650 2334 2035
is_linear=0
shrinkage=0.00196078


Tree=8862
num_leaves=6
num_cat=0
split_feature=1 4 13 4 2
split_gain=9.99672e-06 3.06945e-05 1.99778e-05 3.28667e-05 1.60389e-05
threshold=0.088010000000000019 -0.083329999999999987 -0.0024749999999999993 0.022820000000000003 0.10705000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.004417109481468103 0.011100817648428546 -0.014300976102566816 -0.016275271975304359 0.01442828654291186 -0.0032670708288140959
leaf_weight=0.0019246362166196896 0.0018459921283359745 0.0016080108310418317 0.001065363108504518 0.0010014190618441326 0.0010485378288931963
leaf_count=600 961 1725 351 116 157
internal_value=0 -0.0041031 0.00285732 -0.00202739 0.00537724
internal_weight=0 0.00353265 0.00496131 0.00311532 0.00204996
internal_count=3910 2325 1585 624 273
is_linear=0
shrinkage=0.1


Tree=8863
num_leaves=7
num_cat=0
split_feature=11 16 2 16 0 4
split_gain=3.11684e-05 2.9781e-05 5.63579e-05 6.39909e-05 3.77319e-05 4.73432e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.084304999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00026524247065777882 -0.00033077522448697914 -0.00034668504029569864 0.00036642861071114363 -0.00039182633908007366 0.00031407341833631833 0.00022027454560272759
leaf_weight=0.0011350984336113996 0.0010321337399467031 0.0011549333903920209 0.0019016388628052732 0.001371897425093721 0.0017583981145747841 0.0011109469478265222
leaf_count=371 304 951 585 316 1163 220
internal_value=0 3.02119e-05 7.61667e-05 -2.6123e-05 9.85472e-05 -6.87083e-05
internal_weight=0 0.00843291 0.00729781 0.00539618 0.00402428 0.00226588
internal_count=3910 3606 3235 2650 2334 1171
is_linear=0
shrinkage=0.00196078


Tree=8864
num_leaves=6
num_cat=0
split_feature=42 0 49 12 0
split_gain=1.22032e-05 3.03343e-05 3.72821e-05 5.78496e-05 2.79732e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.0019649999999999997 0.086865000000000012 -0.11524
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00025944838395246868 -0.00018014003700003023 0.00026102504420775531 6.9961575804276143e-05 0.00040010401812703154 -0.00032710311016160193
leaf_weight=0.0019752457336825041 0.0012853979921771197 0.0016625812842199199 0.0016667199987457524 0.0013571872803351749 0.0011547707090945139
leaf_count=644 843 364 277 1100 682
internal_value=0 2.60211e-05 -3.74689e-05 6.74599e-05 -9.25478e-05
internal_weight=0 0.00781651 0.00615392 0.00417868 0.00282149
internal_count=3910 3067 2703 2059 959
is_linear=0
shrinkage=0.00196078


Tree=8865
num_leaves=7
num_cat=0
split_feature=11 2 4 52 1 15
split_gain=2.28018e-05 3.65566e-05 3.88689e-05 3.08273e-05 2.5422e-05 4.38811e-05
threshold=1.0000000180025095e-35 0.099015000000000006 0.22584000000000001 0.031990000000000011 0.095575000000000007 -0.0039399999999999991
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00047088549761308652 -0.00028385018390826794 0.00056071494924027669 -0.00010078823559915016 9.1294755243722552e-05 0.00011101678210039676 -2.3483516430511424e-06
leaf_weight=0.0012567784623721298 0.00103330860905045 0.0011442861410505634 0.0011941348105833989 0.0010149192657474854 0.0017133880289908468 0.0019780992634220482
leaf_count=886 304 429 328 249 466 1248
internal_value=0 2.50182e-05 0.000183077 0.000340067 -8.20953e-05 -0.000184379
internal_weight=0 0.00830161 0.00335334 0.00215921 0.00494827 0.00323488
internal_count=3910 3606 1006 678 2600 2134
is_linear=0
shrinkage=0.00196078


Tree=8866
num_leaves=7
num_cat=0
split_feature=1 12 2 151 12 16
split_gain=9.07905e-06 1.79413e-05 2.78464e-05 4.16711e-05 4.06886e-05 2.18006e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 0.080120000000000011 0.050115000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.0060846375784881371 0.0084549556958288252 -0.012577019458001208 -0.010695573433842129 0.018930017864054419 -0.02172983704873117 0.001616430438160696
leaf_weight=0.0010020494990611033 0.0010938337032464019 0.0011862599371703485 0.0011372706707670948 0.0017618752425639427 0.0011068967663260174 0.0012384935188191266
leaf_count=240 331 522 404 893 1118 402
internal_value=0 -0.00130296 0.000838046 0.00560477 -0.008514 0.0117833
internal_weight=0 0.00743285 0.00624659 0.00413764 0.00210895 0.00300037
internal_count=3910 3579 3057 1699 1358 1295
is_linear=0
shrinkage=0.1


Tree=8867
num_leaves=7
num_cat=0
split_feature=15 151 4 16 4 13
split_gain=8.35002e-06 2.15673e-05 3.19199e-05 2.91218e-05 2.15356e-05 1.79384e-05
threshold=-0.11739999999999999 -0.076429999999999984 -1.0000000180025095e-35 -0.094359999999999986 -0.08422499999999998 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0066332313026664456 0.015002964485486476 0.0083975370324007956 -0.022635914267082512 -0.00011643520857401264 0.014417686016357159 -0.0099296948956233318
leaf_weight=0.0015696039593473942 0.0010034157799151764 0.0010064729501018678 0.0010201260328676143 0.0013138422777818086 0.0014603014270586547 0.0011378089169443032
leaf_count=614 487 360 314 378 1351 406
internal_value=0 0.00144307 -0.000848102 -0.0099592 0.00505134 -0.00132734
internal_weight=0 0.00694197 0.00593855 0.00233397 0.00360458 0.00214428
internal_count=3910 3296 2809 692 2117 766
is_linear=0
shrinkage=0.1


Tree=8868
num_leaves=7
num_cat=0
split_feature=11 1 3 15 43 2
split_gain=2.77847e-05 2.94283e-05 9.49138e-05 6.89146e-05 5.76539e-05 1.82798e-05
threshold=1.0000000180025095e-35 0.095575000000000007 0.090325000000000003 -0.0039399999999999991 -0.078844999999999985 0.11462500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00041945656059136431 -0.00031241602207887365 0.00051414361644600221 -0.00030153379545816124 0.00046263026316555023 -0.00010381287111178977 6.8309300207042642e-05
leaf_weight=0.0014941535088853026 0.0010170893496638756 0.0016324136791092203 0.0010419136818495991 0.0010645336999314109 0.0019679577145640236 0.0010136802273811277
leaf_count=1194 304 633 148 316 1112 203
internal_value=0 3.1142e-05 0.000161162 -7.47897e-05 9.50328e-05 -0.000119152
internal_weight=0 0.00821465 0.00368801 0.00452664 0.00303249 0.00205559
internal_count=3910 3606 984 2622 1428 351
is_linear=0
shrinkage=0.00196078


Tree=8869
num_leaves=7
num_cat=0
split_feature=11 1 13 15 0 133
split_gain=3.89953e-05 1.83007e-05 3.61684e-05 3.31166e-05 3.29347e-05 3.99757e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 -0.074174999999999977 -0.084074999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00034301191893050997 -0.00037109215701653628 0.00036217233112035549 0.00017906668722665069 -0.00022661708589853243 0.00029636578468929568 -0.00022359075974774539
leaf_weight=0.0011340112430825427 0.0010000530032832277 0.0015651546492541002 0.001724365890675152 0.0014031245372689008 0.0012788363323446262 0.0010234454623123978
leaf_count=1128 304 895 216 287 512 568
internal_value=0 3.92242e-05 0.000118837 -2.94022e-06 -6.94961e-05 6.52268e-05
internal_weight=0 0.00812894 0.00469265 0.00312749 0.00343629 0.00230228
internal_count=3910 3606 1398 503 2208 1080
is_linear=0
shrinkage=0.00196078


Tree=8870
num_leaves=6
num_cat=0
split_feature=4 16 2 2 4
split_gain=9.48018e-06 1.66477e-05 5.09066e-05 6.07191e-05 3.60673e-05
threshold=0.24280000000000004 -0.089864999999999987 0.106285 0.087005000000000013 -0.029114999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010431871915867044 0.0061747310195817782 0.018895593595473874 0.018934149057670935 -0.020380515800791182 -0.0064546006110406916
leaf_weight=0.0016817734363120266 0.0019001661644789314 0.0010762150458860596 0.0012076083543360832 0.0014847500883170771 0.0011729123485519617
leaf_count=667 549 781 477 1009 427
internal_value=0 -0.00183806 0.00108674 -0.00468546 0.00567555
internal_weight=0 0.00662326 0.00494149 0.00373388 0.00224913
internal_count=3910 3361 2694 2217 1208
is_linear=0
shrinkage=0.1


Tree=8871
num_leaves=7
num_cat=0
split_feature=52 133 160 150 2 2
split_gain=7.84231e-06 2.53704e-05 4.90347e-05 5.96984e-05 4.62395e-05 5.89394e-05
threshold=0.11401500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086420000000000011 0.105395 0.086040000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.012932278109082637 -0.0078402759967720892 -0.015751857232292592 0.0074451103909198681 -0.014043009562979903 -0.0029691436026422365 0.036180217810853225
leaf_weight=0.0010922646711375265 0.0011209650997331113 0.0010859230737959649 0.0016514929417637361 0.0010232486658372291 0.0012758345557138881 0.0012571852294811637
leaf_count=991 647 601 557 230 375 509
internal_value=0 0.00113626 0.00357785 0.00760848 0.012903 0.019865
internal_weight=0 0.00738595 0.00629368 0.00520776 0.00418451 0.00290868
internal_count=3910 3263 2272 1671 1441 1066
is_linear=0
shrinkage=0.1


Tree=8872
num_leaves=7
num_cat=0
split_feature=1 3 3 12 16 0
split_gain=1.21667e-05 3.13167e-05 4.77323e-05 2.23479e-05 4.51615e-05 2.99511e-05
threshold=0.088010000000000019 -0.11266 0.0048550000000000008 -1.0000000180025095e-35 -0.029944999999999996 -0.15007499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.00020543002619493453 0.00031118928551265672 -0.00044351224473173912 7.7610852405427802e-05 -6.562691292634384e-05 -0.0002929288887548749 0.00034039513916416859
leaf_weight=0.0010035184802643345 0.0010548226732311509 0.0014458557565646692 0.0012687355212564681 0.0014018086070303332 0.0014181990612527687 0.001392271583914125
leaf_count=215 436 1947 163 145 488 516
internal_value=0 -9.05391e-05 -0.000199952 5.59595e-05 -7.95421e-06 0.000136691
internal_weight=0 0.00371811 0.00271459 0.0052671 0.00421228 0.00279408
internal_count=3910 2325 2110 1585 1149 661
is_linear=0
shrinkage=0.00196078


Tree=8873
num_leaves=6
num_cat=0
split_feature=1 4 49 48 15
split_gain=9.86107e-06 2.68783e-05 2.01534e-05 2.84258e-05 2.48924e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.047309999999999998 0.091065000000000021 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0058893867117478585 0.014621530912457964 -0.011737995630788686 0.015846261621781023 -0.014370981653762155 -0.0033499026209654892
leaf_weight=0.001527781899927738 0.0011215506618067425 0.0019940180768806557 0.0011692096257820755 0.0010801401262121586 0.0015998433088640343
leaf_count=189 317 2136 342 178 748
internal_value=0 -0.00409111 0.00282541 -0.000611658 0.00475552
internal_weight=0 0.0035218 0.00497074 0.00384919 0.00276905
internal_count=3910 2325 1585 1268 1090
is_linear=0
shrinkage=0.1


Tree=8874
num_leaves=7
num_cat=0
split_feature=11 2 0 1 15 52
split_gain=2.52313e-05 2.27439e-05 3.66589e-05 2.78745e-05 3.28583e-05 9.86019e-06
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 0.095575000000000007 -0.0039399999999999991 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00041205603635966544 -0.00029543401290635217 -0.00010009091967605001 0.000461959954707378 0.00015134350104105282 -2.2400898291631222e-06 0.00018713243448151596
leaf_weight=0.001226261357415563 0.0010117282620467826 0.0012835059236846807 0.0010012054392721031 0.001685866473538758 0.0019456577340545198 0.0010064429608180705
leaf_count=886 304 157 553 466 1248 296
internal_value=0 3.28737e-05 0.000158725 -5.23905e-05 -0.000160675 0.000324188
internal_weight=0 0.00814894 0.00329115 0.00485779 0.00317192 0.00200765
internal_count=3910 3606 1006 2600 2134 849
is_linear=0
shrinkage=0.00196078


Tree=8875
num_leaves=7
num_cat=0
split_feature=1 457 0 2 2 1
split_gain=8.49055e-06 1.69444e-05 2.13912e-05 4.42484e-05 2.95658e-05 3.82918e-05
threshold=0.12864500000000004 0.069705000000000003 -0.077944999999999987 0.10113500000000002 0.096540000000000015 0.088495000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0027186583406487077 0.0081878722506950764 0.0097991598276688449 0.015027308651010589 -0.011689423835916386 0.0029601443897901841 -0.028846500969360374
leaf_weight=0.0011586671704107926 0.001092662399525538 0.0011678029465977636 0.0014668890142648778 0.0010736342700960804 0.0014475049029067408 0.0010872717596456605
leaf_count=1430 331 313 615 489 380 352
internal_value=0 -0.00125544 -0.00332629 0.00373672 -0.00818455 -0.0153673
internal_weight=0 0.00740177 0.00623397 0.00254052 0.00369344 0.00224594
internal_count=3910 3579 3266 1104 2162 1782
is_linear=0
shrinkage=0.1


Tree=8876
num_leaves=8
num_cat=0
split_feature=11 1 3 15 43 2 0
split_gain=3.06198e-05 2.34606e-05 7.06811e-05 4.95113e-05 5.20884e-05 2.01192e-05 9.90501e-06
threshold=1.0000000180025095e-35 0.094485000000000013 0.090325000000000003 -0.0039399999999999991 -0.075819999999999985 0.11462500000000002 -0.070174999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 -6
right_child=-2 2 5 4 6 -7 -8
leaf_value=-0.00035659477914685376 -0.00032271772365073767 0.00044835581780613748 -0.00027179638508305359 0.00042638916996168405 3.1262958619671361e-05 0.00010849156468595433 -0.0002445253844671583
leaf_weight=0.0014679244484421088 0.0010336419843066319 0.0016865264729711798 0.0011084252010609679 0.0010867823828759914 0.0010003066887595794 0.0010336537251417316 0.0010024276822955512
leaf_count=1177 304 669 152 325 876 203 204
internal_value=0 3.49548e-05 0.000148106 -6.01014e-05 8.07718e-05 -8.82896e-05 -0.000106777
internal_weight=0 0.00838605 0.00382861 0.00455744 0.00308952 0.00214208 0.00200273
internal_count=3910 3606 1024 2582 1405 355 1080
is_linear=0
shrinkage=0.00196078


Tree=8877
num_leaves=6
num_cat=0
split_feature=1 3 3 13 15
split_gain=9.1157e-06 2.23517e-05 4.82219e-05 1.92038e-05 2.6174e-05
threshold=0.088010000000000019 -0.100615 0.0048550000000000008 -0.0024749999999999993 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.0077668073581597663 0.010803689204083762 -0.023528568757028096 0.0047586814073191817 0.0060621897282769387 -0.012379832475531628
leaf_weight=0.0011167105817147666 0.0018462085763631137 0.0012020583028380428 0.0012085442345646676 0.001747017342345615 0.0013755001538639307
leaf_count=282 961 1880 163 245 379
internal_value=0 -0.00392887 -0.00934689 0.00271864 -0.00206171
internal_weight=0 0.00352731 0.0024106 0.00496873 0.00312252
internal_count=3910 2325 2043 1585 624
is_linear=0
shrinkage=0.1


Tree=8878
num_leaves=7
num_cat=0
split_feature=15 0 1 4 3 3
split_gain=8.35405e-06 1.97337e-05 4.8523e-05 2.92609e-05 1.80296e-05 1.7778e-05
threshold=-0.11739999999999999 -0.099024999999999988 0.094485000000000013 -0.0021099999999999995 -0.048154999999999996 -0.100615
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0066191324199713093 -0.0046992683321650753 0.0060051074918729278 0.022192877839675752 -0.017421297129757624 0.012588425045785013 -0.012277472098278211
leaf_weight=0.0015715511386373195 0.0014037807575026705 0.0010370469823781482 0.0012852819805018159 0.0010342688096383603 0.0010603755378092456 0.0010918518345868211
leaf_count=614 319 300 237 548 244 1648
internal_value=0 0.00145819 0.00815428 -0.0028051 0.00193488 -0.00337151
internal_weight=0 0.00691261 0.00268906 0.00422354 0.00318927 0.0021289
internal_count=3910 3296 556 2740 2192 1948
is_linear=0
shrinkage=0.1


Tree=8879
num_leaves=8
num_cat=0
split_feature=11 2 150 0 52 4 3
split_gain=2.39871e-05 2.75327e-05 3.56194e-05 6.23117e-05 3.88621e-05 2.76762e-05 3.36474e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.048695000000000009 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.0001642779345530231 -0.00028751735052403329 -0.00029038804355935918 0.00044058040898409094 0.00049136578213023841 -1.4824521669551102e-05 -0.00043989087794278083 2.675224123194188e-05
leaf_weight=0.0010347262883609498 0.0010213793216947023 0.0014039391284590753 0.0010780746504482543 0.001139745927711958 0.0011939950245022396 0.0012592345654095513 0.0011246636037484966
leaf_count=831 304 246 239 623 490 1005 172
internal_value=0 3.10609e-05 0.000126589 3.60236e-05 0.000232387 -0.000103508 -0.00021974
internal_weight=0 0.00823438 0.00481575 0.00373768 0.00233374 0.00341862 0.0023839
internal_count=3910 3606 1598 1359 1113 2008 1177
is_linear=0
shrinkage=0.00196078


Tree=8880
num_leaves=6
num_cat=0
split_feature=11 2 1 52 2
split_gain=3.07778e-05 2.02357e-05 3.43287e-05 2.59309e-05 2.90331e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.048794999999999991 0.10393500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00026413662445668964 -0.00032778759090554071 0.00031802474604667369 0.00012857334954927629 0.00025079927878165863 -0.00013290263807290838
leaf_weight=0.00184201836488817 0.0010199691252032886 0.0016125530398492702 0.0015984375603493219 0.0012250346379882003 0.0019893912401987789
leaf_count=1553 304 571 455 513 514
internal_value=0 3.32202e-05 -8.16834e-05 0.000115118 1.33282e-05
internal_weight=0 0.00826743 0.00344046 0.00482698 0.00321443
internal_count=3910 3606 2008 1598 1027
is_linear=0
shrinkage=0.00196078


Tree=8881
num_leaves=7
num_cat=0
split_feature=51 16 1 0 12 49
split_gain=8.91778e-06 2.32443e-05 4.3142e-05 3.33671e-05 4.10945e-05 3.80499e-05
threshold=-0.09021499999999999 -0.022939999999999999 0.078675000000000009 -0.11756999999999999 0.086935000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2
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leaf_value=0.0076967522512888216 0.0085015138980446825 0.0010547636133837242 -0.025054223792954317 0.025795114560963839 -0.0014239091536395877 -0.017247237771164072
leaf_weight=0.0012671847346505533 0.0010604521777788337 0.0016863614620951811 0.0010130770613993438 0.001073421742356515 0.001147768168661043 0.0012508572366278599
leaf_count=515 164 665 505 612 1178 271
internal_value=0 -0.00139752 -0.00874372 0.00297768 0.0117301 -0.00543345
internal_weight=0 0.00723194 0.00269944 0.0045325 0.00222119 0.00231131
internal_count=3910 3395 1170 2225 1790 435
is_linear=0
shrinkage=0.1


Tree=8882
num_leaves=8
num_cat=0
split_feature=11 3 15 1 3 3 4
split_gain=3.1821e-05 2.64963e-05 3.12145e-05 5.91697e-05 8.58006e-05 4.03147e-05 3.90311e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.017214999999999998 0.094485000000000013 0.090325000000000003 0.10420500000000001 -0.08100499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4
right_child=-2 2 5 4 -6 -7 -8
leaf_value=0.00032947484890928083 -0.00032974044738085922 -0.0004613440248481527 0.00026574433566727121 0.00048310298030432086 -0.00023414341566284255 0.00046155377948257665 -0.00026110388619531878
leaf_weight=0.0010464483866174648 0.0010165366318591008 0.001311085570234554 0.0010291650523182423 0.0010536817641094841 0.0016381327702863367 0.0010208620543215321 0.0011389065974882972
leaf_count=222 304 949 677 432 261 111 954
internal_value=0 3.7957e-05 -4.46035e-06 -0.000119759 4.66149e-05 0.000140268 -1.10135e-05
internal_weight=0 0.00823828 0.00719183 0.0040029 0.00269181 0.00318893 0.00216807
internal_count=3910 3606 3384 1642 693 1742 1631
is_linear=0
shrinkage=0.00196078


Tree=8883
num_leaves=7
num_cat=0
split_feature=4 13 150 48 0 4
split_gain=9.47293e-06 1.9675e-05 2.71115e-05 3.85312e-05 3.43192e-05 2.86457e-05
threshold=0.27020000000000005 -0.13934999999999997 0.086420000000000011 0.083775000000000002 -0.10071499999999999 -0.076854999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.013126210728287655 0.0075157163673755661 0.014384103674348128 -0.014122878907603931 0.020066130141356331 0.0015688664449507968 -0.019399911212878464
leaf_weight=0.0012107894675963083 0.001388366548868804 0.0010517793314388851 0.0010013721691706718 0.0011369663168985271 0.0016125430548463546 0.001093153798461153
leaf_count=218 472 229 274 477 1093 1147
internal_value=0 -0.00151537 0.00086908 0.00393634 -0.000944336 -0.00690292
internal_weight=0 0.0071066 0.00589581 0.00489444 0.00375748 0.0027057
internal_count=3910 3438 3220 2946 2469 2240
is_linear=0
shrinkage=0.1


Tree=8884
num_leaves=7
num_cat=0
split_feature=11 1 3 42 15 2
split_gain=2.82113e-05 3.57695e-05 6.01545e-05 3.5419e-05 3.24559e-05 4.1171e-05
threshold=1.0000000180025095e-35 0.10113500000000002 0.090325000000000003 0.084100000000000022 -0.03231499999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022648330474780523 -0.0003112704143291825 0.00050471538466435439 -3.0222029383140089e-05 -0.00035366800936470174 -8.8903273775501726e-05 0.00042733119621448409
leaf_weight=0.0012857601886026499 0.00103499710775225 0.0013684179679964506 0.0019741860690417048 0.0012863816853618234 0.0012310158149831788 0.0011477370682485199
leaf_count=470 304 526 318 1352 776 164
internal_value=0 3.2057e-05 0.000188774 -7.37509e-05 2.45106e-05 0.000160177
internal_weight=0 0.0082935 0.0033426 0.00495089 0.00366451 0.00237875
internal_count=3910 3606 844 2762 1410 940
is_linear=0
shrinkage=0.00196078


Tree=8885
num_leaves=7
num_cat=0
split_feature=1 47 4 2 0 43
split_gain=9.67581e-06 1.74613e-05 3.43666e-05 3.90116e-05 2.31398e-05 3.581e-05
threshold=0.12864500000000004 0.09252500000000001 0.0057500000000000008 0.10457000000000001 -0.089879999999999974 -0.083899999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.01663607017211757 0.00873979047451761 -0.012758415033946022 0.024326082692555907 -0.002021800228196485 0.013915554593470415 -0.0090291626018771422
leaf_weight=0.0011726931766100394 0.001093476420066331 0.0011337026006322066 0.0010800831614012759 0.001171446004287393 0.0011262534874309981 0.0017174777368794314
leaf_count=511 331 343 345 337 541 1502
internal_value=0 -0.00133787 0.000727799 0.0106176 -0.00481621 5.80421e-05
internal_weight=0 0.00740166 0.00626795 0.00225153 0.00401642 0.00284373
internal_count=3910 3579 3236 682 2554 2043
is_linear=0
shrinkage=0.1


Tree=8886
num_leaves=6
num_cat=0
split_feature=47 13 51 0 4
split_gain=9.3985e-06 1.81104e-05 1.66734e-05 3.82664e-05 3.46993e-05
threshold=0.10436500000000001 -0.13934999999999997 0.085845000000000019 -0.11287999999999999 -0.083329999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012123903129895051 0.0072811585285348854 0.015899440207255748 -0.010775425581716933 0.0084238618498169333 -0.012843098241462568
leaf_weight=0.0013164593016904581 0.0014543027937522178 0.0016087150559272985 0.0010091495698135704 0.0014136682026838804 0.0016776889147255354
leaf_count=299 290 329 412 625 1955
internal_value=0 -0.00155076 0.000887244 0.00339133 -0.00311778
internal_weight=0 0.00702568 0.00570922 0.00470007 0.00309136
internal_count=3910 3620 3321 2909 2580
is_linear=0
shrinkage=0.1


Tree=8887
num_leaves=6
num_cat=0
split_feature=3 39 3 4 2
split_gain=9.58684e-06 2.9844e-05 2.38587e-05 4.50029e-05 2.3634e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0086151200966683422 0.0083445465712388128 0.014010054082965026 -0.026189430762175194 -0.00070353213041539906 -0.0086743311896480581
leaf_weight=0.0019974172672688139 0.0011763724614384727 0.0010739296362590857 0.0011357197545273346 0.00177679707342195 0.0013086190106467834
leaf_count=1643 239 424 490 307 807
internal_value=0 -0.00138382 -0.00404231 -0.0106416 0.00177149
internal_weight=0 0.00729248 0.00621855 0.00291252 0.00330604
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=8888
num_leaves=6
num_cat=0
split_feature=1 2 47 15 48
split_gain=8.41634e-06 2.11321e-05 1.38927e-05 2.54076e-05 2.88122e-05
threshold=0.076710000000000014 0.096540000000000015 0.087850000000000025 1.0000000180025095e-35 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.014213098644988559 0.019750394873085941 0.0036317139135955238 -0.0047815305787354736 -0.0067449206210304161 -0.0012543254456133404
leaf_weight=0.001241986108139374 0.001558096838048687 0.0014250555860300114 0.0019428958914162898 0.0011640347746363099 0.0011242529755838373
leaf_count=1452 719 556 377 564 242
internal_value=0 -0.00467825 0.00211106 0.00559266 0.0109467
internal_weight=0 0.00266704 0.00578928 0.00384638 0.00268235
internal_count=3910 2008 1902 1525 961
is_linear=0
shrinkage=0.1


Tree=8889
num_leaves=6
num_cat=0
split_feature=160 42 49 2 16
split_gain=9.00495e-06 2.4234e-05 2.07633e-05 3.6289e-05 1.02071e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.098195000000000018 -0.072359999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0062464363653619952 -0.011057312486927543 0.015047546588278058 -0.0087665217594267483 0.017343385651997289 0.0031718280976063273
leaf_weight=0.0018249081892640785 0.0012176747004795591 0.0013988105821204719 0.0019726966381793344 0.0010185223743901196 0.0010144306237495912
leaf_count=1218 882 317 970 235 288
internal_value=0 0.00168722 0.00455868 0.000895869 0.0102719
internal_weight=0 0.00662213 0.00540446 0.00400565 0.00203295
internal_count=3910 2692 1810 1493 523
is_linear=0
shrinkage=0.1


Tree=8890
num_leaves=8
num_cat=0
split_feature=11 16 457 1 13 2 0
split_gain=2.12594e-05 2.27477e-05 4.01842e-05 3.84425e-05 4.98079e-05 3.67213e-05 3.33245e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.084485000000000018 1.0000000180025095e-35 -0.0024749999999999993 0.097360000000000016 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.00022997402628684692 -0.0002749718333251612 -0.00035268040528081457 -0.00028215937693262517 0.00054425330837338159 0.00030452004359879847 0.00014717906669803489 -0.00016010491068834385
leaf_weight=0.0011451171577986025 0.0010079695879625936 0.0010008171947900701 0.0010727947274069959 0.0014017287117517071 0.0012183111580250142 0.001297705077678762 0.0011572418704222766
leaf_count=371 304 1332 216 808 130 448 301
internal_value=0 2.65979e-05 6.76976e-05 0.000129471 0.000251137 -7.04686e-05 7.81797e-05
internal_weight=0 0.00829372 0.0071486 0.0060758 0.00377728 0.00229852 0.00237555
internal_count=3910 3606 3235 3019 1239 1780 431
is_linear=0
shrinkage=0.00196078


Tree=8891
num_leaves=7
num_cat=0
split_feature=11 1 13 3 0 133
split_gain=2.61227e-05 2.30091e-05 5.69516e-05 3.86995e-05 3.54186e-05 5.41008e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 0.11265500000000002 -0.084074999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00037210814529456204 -0.00029737661418717672 0.00042760247425756499 0.00014686715412253506 -0.00029669431275255651 0.00032306062004434862 -0.00028458777584004715
leaf_weight=0.0011274811351952908 0.001022704316149173 0.001578524343333769 0.0019142120590819565 0.001250107108626157 0.0012661714034763447 0.0010148235433250141
leaf_count=1128 304 895 376 127 512 568
internal_value=0 3.50759e-05 0.000123389 -2.83678e-05 -8.78108e-05 5.27155e-05
internal_weight=0 0.00815132 0.00474284 0.00316432 0.00340848 0.00228099
internal_count=3910 3606 1398 503 2208 1080
is_linear=0
shrinkage=0.00196078


Tree=8892
num_leaves=7
num_cat=0
split_feature=52 12 52 4 1 0
split_gain=8.74817e-06 2.34209e-05 3.71496e-05 3.51357e-05 5.13758e-05 3.28642e-05
threshold=0.11401500000000002 0.097345000000000015 0.067395000000000024 -0.049279999999999997 0.11097000000000001 -0.17106499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.02011730859903569 -0.0082602789239246324 0.012442571108074346 0.015616026643360799 0.020630332740291368 -0.017615283175389931 -0.0026231110710300716
leaf_weight=0.0012014809332964917 0.0011205491500746604 0.0014850788832729816 0.0010308632183929928 0.0011043703013469855 0.0011718132613948071 0.0013516643787343241
leaf_count=699 647 532 601 124 364 943
internal_value=0 0.00122552 -0.00161709 -0.00529565 -0.000386968 0.00783294
internal_weight=0 0.00734527 0.00586019 0.00482933 0.00362785 0.00245603
internal_count=3910 3263 2731 2130 1431 1067
is_linear=0
shrinkage=0.1


Tree=8893
num_leaves=7
num_cat=0
split_feature=11 48 15 1 3 4
split_gain=2.69901e-05 2.77128e-05 3.55645e-05 6.83357e-05 2.9738e-05 4.28576e-05
threshold=1.0000000180025095e-35 0.096835000000000018 -0.017214999999999998 0.095575000000000007 0.094625000000000015 -0.076854999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.00051799113723928036 -0.00030126593878204179 0.00029559801638735236 0.00018875816457543035 7.280206740308577e-05 0.00040114095015528591 -0.00030440243065153283
leaf_weight=0.0012796020307832185 0.0010288504822645378 0.0013235557449568129 0.0018730722709499798 0.0018281091972091044 0.0010052708230835279 0.0010614289779881736
leaf_count=837 304 337 993 586 134 719
internal_value=0 3.52668e-05 -1.36249e-05 -0.000170457 0.000110085 1.03786e-05
internal_weight=0 0.00837104 0.00704748 0.00310771 0.00393977 0.0029345
internal_count=3910 3606 3269 1423 1846 1712
is_linear=0
shrinkage=0.00196078


Tree=8894
num_leaves=7
num_cat=0
split_feature=16 16 133 1 15 4
split_gain=1.96429e-05 3.86554e-05 7.49079e-05 6.32858e-05 3.75878e-05 5.52481e-05
threshold=0.41147000000000006 0.10994000000000002 0.083815000000000014 1.0000000180025095e-35 -0.11739999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00050141611321579706 0.00025639199084054933 -0.00030183141815830276 0.00052563470083922972 -0.00022050042959129035 -9.6763324907059829e-05 0.00040198289819488571
leaf_weight=0.0010045753403881584 0.0010049074080428497 0.0016624743868369103 0.0010064986651219287 0.0014957025021115665 0.001710456940804608 0.0017052384627215323
leaf_count=955 320 365 1065 329 637 239
internal_value=0 -3.3347e-05 3.11312e-05 -5.29999e-05 3.87189e-05 0.000152229
internal_weight=0 0.00858495 0.00692247 0.00591597 0.0049114 0.0034157
internal_count=3910 3590 3225 2160 1205 876
is_linear=0
shrinkage=0.00196078


Tree=8895
num_leaves=6
num_cat=0
split_feature=51 1 13 2 2
split_gain=9.06312e-06 2.00037e-05 1.94099e-05 5.87574e-05 2.39409e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.0038299999999999996 0.097360000000000016 0.096750000000000017
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0077670567015660401 -0.023734407130270446 0.0098797139420205137 0.0087553917433674609 0.006093541370917107 -0.0085516018816682079
leaf_weight=0.0012680878359919295 0.0014543529600484916 0.0012910180011406888 0.0018593465828848476 0.0012097569070520795 0.0014019152988433907
leaf_count=515 1720 451 532 383 309
internal_value=0 -0.00139972 -0.00385728 -0.0101897 0.00131565
internal_weight=0 0.00721639 0.00592537 0.00266411 0.00326126
internal_count=3910 3395 2944 2103 841
is_linear=0
shrinkage=0.1


Tree=8896
num_leaves=8
num_cat=0
split_feature=42 49 160 47 2 15 1
split_gain=1.54077e-05 3.58035e-05 7.00862e-05 3.03985e-05 4.98451e-05 2.90264e-05 2.04409e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.057440000000000012 0.10436500000000001 0.10393500000000001 0.079360000000000014 0.081540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.00051747227751598301 -0.0002036196131861013 0.00049497223086923865 0.00019153286548865178 0.00041478942092429264 -0.00024715201314935595 -9.1820577325827171e-05 0.000111830448262126
leaf_weight=0.0011514318276538878 0.0012845107549616609 0.0011226442712765094 0.0010029443329808421 0.001026764157077204 0.0015372392478994633 0.0010028275456095081 0.0010233620444129047
leaf_count=476 843 479 229 161 465 925 332
internal_value=0 2.79975e-05 -0.000187403 0.000109228 4.22761e-05 0.000183573 0.000312264
internal_weight=0 0.00786721 0.00215438 0.00571284 0.00468607 0.00314883 0.00214601
internal_count=3910 3067 705 2362 2201 1736 811
is_linear=0
shrinkage=0.00196078


Tree=8897
num_leaves=7
num_cat=0
split_feature=11 13 39 16 12 52
split_gain=2.90735e-05 2.45938e-05 7.12978e-05 3.14339e-05 2.97252e-05 5.10064e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.086935000000000012 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0002433449380913338 -0.00031341836136172547 -0.00037897807663104464 0.00044148030654865799 -0.00016096784546702374 -0.00027763370475569787 0.00036517541288332066
leaf_weight=0.0017461772992871478 0.0010247275364196661 0.0012819314493725739 0.0010779406635153064 0.0015230233355071128 0.0012632801190685852 0.0013244149288352597
leaf_count=389 304 230 387 512 1605 483
internal_value=0 3.68449e-05 -1.8882e-05 -0.000110904 -2.7305e-05 8.37546e-05
internal_weight=0 0.00821677 0.00647059 0.00539265 0.00411072 0.00284744
internal_count=3910 3606 3217 2830 2600 995
is_linear=0
shrinkage=0.00196078


Tree=8898
num_leaves=8
num_cat=0
split_feature=11 0 2 52 133 52 3
split_gain=2.82855e-05 2.35867e-05 5.41126e-05 8.28699e-05 3.66009e-05 2.97869e-05 2.50199e-05
threshold=1.0000000180025095e-35 -0.15007499999999999 0.11043500000000002 0.086950000000000013 0.058050000000000011 -0.010284999999999997 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00037983847948026232 -0.00031000089694706583 0.00021624610777262339 0.00047818045929925784 -0.00045425962366208686 0.00046948587131438702 7.0109347765169637e-05 -0.00015824717534806764
leaf_weight=0.001041237909430906 0.0010288194959378891 0.0013929566723585084 0.0011659101690679879 0.00114227978038296 0.0010033331429047544 0.0012384987179249679 0.0013512497557873219
leaf_count=93 304 808 551 840 782 179 353
internal_value=0 3.45983e-05 9.8595e-05 8.08806e-06 0.000149015 -0.000135398 3.18453e-05
internal_weight=0 0.00833547 0.00605573 0.00488982 0.00374754 0.00227974 0.00274421
internal_count=3910 3606 3334 2783 1943 272 1161
is_linear=0
shrinkage=0.00196078


Tree=8899
num_leaves=7
num_cat=0
split_feature=42 49 15 16 4 457
split_gain=8.36889e-06 2.68589e-05 2.20764e-05 7.1715e-05 4.13387e-05 1.5531e-05
threshold=0.091955000000000023 -0.0019649999999999997 -0.038029999999999987 -0.09601999999999998 -0.08422499999999998 0.083925000000000013
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.017440221767017428 -0.007769727941184983 0.015018225615215444 -0.00057425082772030777 -0.021180397763709349 0.022480316982682783 0.00017299650706953384
leaf_weight=0.001001182481994857 0.001201493537550365 0.0011157706065395413 0.0016396928295457729 0.0010742199228067357 0.0014795482741239709 0.0010013596449524251
leaf_count=466 843 385 644 586 747 239
internal_value=0 0.00123581 0.00495808 -0.00273769 0.0103612 -0.00863283
internal_weight=0 0.00731177 0.00530923 0.00218999 0.00311924 0.00200254
internal_count=3910 3067 2362 971 1391 705
is_linear=0
shrinkage=0.1


Tree=8900
num_leaves=6
num_cat=0
split_feature=52 160 16 16 0
split_gain=9.23347e-06 2.7824e-05 1.7644e-05 1.76092e-05 3.71412e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.13514000000000004 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.011678880787207377 -0.017294843682265439 -0.0074013477761511199 -0.0041772897299005799 -0.0088906604066739895 0.013964482112036578
leaf_weight=0.0015762395357289474 0.0010229126904695079 0.0014246596005379028 0.0012649793873250118 0.0013098908218552169 0.0018969268927096429
leaf_count=652 924 263 538 260 1273
internal_value=0 -0.00236837 0.00461933 0.000928301 0.00480048
internal_weight=0 0.00565439 0.00284122 0.00463148 0.00332159
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=8901
num_leaves=6
num_cat=0
split_feature=1 0 13 3 3
split_gain=8.41793e-06 2.27983e-05 2.25512e-05 2.6432e-05 1.69999e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.0024749999999999993 0.11265500000000002 -0.089604999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=-0.014997588555956383 0.011388385237211567 0.011103943597259964 0.0044915218881754508 -0.014576517216080413 -0.006027676823435555
leaf_weight=0.0011945802457229448 0.0018448851109240738 0.0010897590567341031 0.0019661325894245593 0.0011534653750038051 0.0012363902076786377
leaf_count=1213 961 326 497 127 786
internal_value=0 -0.00376847 0.00262418 -0.00255885 0.00199818
internal_weight=0 0.00352073 0.00496448 0.0031196 0.00232615
internal_count=3910 2325 1585 624 1112
is_linear=0
shrinkage=0.1


Tree=8902
num_leaves=7
num_cat=0
split_feature=42 43 48 13 3 0
split_gain=8.00708e-06 2.37552e-05 1.70484e-05 3.82025e-05 4.80989e-05 3.43748e-05
threshold=0.091955000000000023 0.070805000000000021 0.09227500000000001 -0.032264999999999995 -0.015794999999999997 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.018987120495952206 -0.0075988906586839447 0.014705419344272714 0.0085635909472253271 0.016576292374684443 0.0060170450741679534 -0.018960950939353655
leaf_weight=0.0012583201697799785 0.0011986615591777772 0.0011077092552877208 0.0013866722970776076 0.0013016750335134528 0.0010085088014642613 0.0012144321660619807
leaf_count=1107 843 311 307 960 138 244
internal_value=0 0.00122171 -0.0011992 -0.00402963 0.00131033 -0.00762888
internal_weight=0 0.00727732 0.00616961 0.00478294 0.00352462 0.00222294
internal_count=3910 3067 2756 2449 1342 382
is_linear=0
shrinkage=0.1


Tree=8903
num_leaves=7
num_cat=0
split_feature=42 40 2 2 15 42
split_gain=1.72955e-05 3.53502e-05 5.02866e-05 4.40683e-05 3.29135e-05 3.53841e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.097940000000000013 -0.064869999999999983 0.084545000000000023
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00024255165892819001 0.0003652825512623251 -0.00023982929579165237 -0.00030086836998833867 0.00041073057601623899 -8.3957223618651925e-05 0.00040085003755533077
leaf_weight=0.0010314998639972392 0.0010353367634153079 0.0015940090300007909 0.0018422418474073584 0.0011722167655264393 0.0013438417157458037 0.0010167012908950631
leaf_count=440 363 661 479 398 712 857
internal_value=0 2.72118e-05 -2.3013e-05 7.6831e-05 -2.21442e-05 0.000124852
internal_weight=0 0.00800435 0.00696901 0.00512677 0.00395455 0.00236054
internal_count=3910 3470 3107 2628 2230 1569
is_linear=0
shrinkage=0.00196078


Tree=8904
num_leaves=7
num_cat=0
split_feature=1 16 2 0 52 0
split_gain=1.39973e-05 2.11121e-05 1.461e-05 2.04641e-05 4.81636e-05 3.5148e-05
threshold=0.076710000000000014 0.0015250000000000001 0.11462500000000002 -0.10575999999999998 -0.0066199999999999991 -0.06402999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.00031143991881681804 -0.00017350298093806631 3.024954041536092e-05 0.00021984479390937766 -0.00037944149824888459 0.00038098165291221433 0.00010743367478974432
leaf_weight=0.0012188371632471833 0.0011302861751820719 0.0016183310217208525 0.001478291337178304 0.0011444595631945379 0.0012892904562068885 0.0011358333337298651
leaf_count=1524 189 484 413 703 202 395
internal_value=0 -0.000116539 4.98294e-05 -3.64706e-06 0.000121959 -0.000136925
internal_weight=0 0.00283717 0.00617816 0.00469987 0.00241958 0.00228029
internal_count=3910 2008 1902 1489 391 1098
is_linear=0
shrinkage=0.00196078


Tree=8905
num_leaves=7
num_cat=0
split_feature=11 13 39 52 1 4
split_gain=3.54439e-05 5.37968e-05 6.13667e-05 4.52263e-05 5.90866e-05 3.82606e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.081429999999999989 0.088965000000000002 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00033932354269935875 -0.0003368752928742209 0.00016769607863766271 0.00038157272570446456 -0.00055768927509175731 0.0001702318485327423 -0.00029905489705011587
leaf_weight=0.0018504595634744932 0.0010589760423665448 0.0015066998648901007 0.0011144479809283908 0.0013915183660562955 0.0013647188065106421 0.0013082168392608245
leaf_count=389 304 636 387 1573 419 202
internal_value=0 4.34475e-05 -3.84459e-05 -0.000122466 -0.00023003 -5.94515e-05
internal_weight=0 0.00853606 0.0066856 0.00557115 0.00406445 0.00267294
internal_count=3910 3606 3217 2830 2194 621
is_linear=0
shrinkage=0.00196078


Tree=8906
num_leaves=7
num_cat=0
split_feature=52 12 0 1 4 4
split_gain=8.66512e-06 1.80161e-05 4.89083e-05 2.9816e-05 2.86735e-05 1.59082e-05
threshold=-0.081429999999999989 0.098845000000000016 -0.061994999999999995 0.088010000000000019 0.053925000000000008 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0025590180905403007 -0.018554277162991729 -0.013655749729154702 0.018364938033804411 0.010963774626967194 -0.0087646571448974833 0.014673720250153004
leaf_weight=0.0011520189841343871 0.0011225079148224791 0.0010795237256125724 0.0011896322266556564 0.0014011381586860074 0.001553560642692676 0.0010012876992153506
leaf_count=713 1430 447 252 470 340 258
internal_value=0 -0.00188709 0.000525085 -0.00468016 0.000590699 0.00545421
internal_weight=0 0.00634636 0.00526684 0.00407721 0.0029547 0.00215331
internal_count=3910 2939 2492 2240 810 971
is_linear=0
shrinkage=0.1


Tree=8907
num_leaves=6
num_cat=0
split_feature=11 2 1 16 1
split_gain=2.10931e-05 2.45072e-05 3.89757e-05 2.99323e-05 3.10191e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.46853499999999992 0.084330000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00029328219136549492 -0.00026919055766992097 -0.00017635968694927777 0.00012479485046266049 2.1950120564772712e-05 0.00037533808081235254
leaf_weight=0.0018413058767204943 0.0010329547274048655 0.0010461633148845712 0.0016042660092458292 0.0019171532188981184 0.0019027461507850289
leaf_count=1553 304 240 455 906 452
internal_value=0 2.79049e-05 -9.86246e-05 0.000117498 0.000197978
internal_weight=0 0.00831163 0.00344557 0.00486606 0.0038199
internal_count=3910 3606 2008 1598 1358
is_linear=0
shrinkage=0.00196078


Tree=8908
num_leaves=7
num_cat=0
split_feature=42 40 2 3 52 2
split_gain=1.30835e-05 3.34486e-05 3.85859e-05 3.61195e-05 3.47438e-05 3.00055e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.10856000000000002 -0.069134999999999988 0.082715000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00021094177029928952 0.00035298087187191963 -0.00027767773035806183 -0.00036440686503296779 0.00035228895255365756 -0.0001651187707187026 0.00022842931382488762
leaf_weight=0.0010439201510401 0.0010259617780394251 0.0015617637903463529 0.0010934920393762069 0.0011269824550088564 0.0011975015157504 0.0019704815423613746
leaf_count=440 363 673 300 158 623 1353
internal_value=0 2.24934e-05 -2.62918e-05 3.68366e-05 -3.83279e-05 7.96677e-05
internal_weight=0 0.00797618 0.00695022 0.00585673 0.00472975 0.00316798
internal_count=3910 3470 3107 2807 2649 1976
is_linear=0
shrinkage=0.00196078


Tree=8909
num_leaves=7
num_cat=0
split_feature=11 2 0 16 16 16
split_gain=2.02935e-05 2.3072e-05 4.52428e-05 2.13717e-05 2.56e-05 2.63162e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 0.15100500000000003 -0.057604999999999996 -0.110495
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00010848660054315442 -0.00026685747450005265 -0.00012989040990496841 0.00034069399309898872 -0.00028533537186619491 0.00023395879093173139 -0.00030951710562931425
leaf_weight=0.0011206401527871631 0.0010064686847526113 0.0012972522057902586 0.0019910440532564955 0.0011951578588819964 0.0013273198642607033 0.0011981906119417334
leaf_count=366 304 157 849 276 912 1046
internal_value=0 2.83e-05 0.000155046 -5.77878e-05 1.67991e-05 -0.000107505
internal_weight=0 0.0081296 0.0032883 0.00484131 0.00364615 0.00231883
internal_count=3910 3606 1006 2600 2324 1412
is_linear=0
shrinkage=0.00196078


Tree=8910
num_leaves=7
num_cat=0
split_feature=4 12 3 2 52 2
split_gain=9.72566e-06 1.92128e-05 2.87153e-05 4.56726e-05 2.50206e-05 2.03137e-05
threshold=0.27020000000000005 -0.023959999999999995 0.10666500000000002 0.094010000000000024 -0.069134999999999988 0.082715000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.014111699154047501 0.0076021066966009817 -0.0095191377900621515 0.012898200627528889 -0.020411015247007756 -0.00043652566669873436 0.01828137844231037
leaf_weight=0.0010369682067555529 0.0013946877120795771 0.0011562292196855544 0.001449759624654128 0.0011598178595313329 0.0012168382520855929 0.001107483858515466
leaf_count=304 472 482 163 771 628 1090
internal_value=0 -0.00152914 0.0006133 -0.00322479 0.00250215 0.00848211
internal_weight=0 0.0071271 0.00609013 0.00464037 0.00348055 0.00232432
internal_count=3910 3438 3134 2971 2200 1718
is_linear=0
shrinkage=0.1


Tree=8911
num_leaves=7
num_cat=0
split_feature=52 52 1 1 0 1
split_gain=8.88048e-06 1.68338e-05 1.63413e-05 3.54454e-05 2.4202e-05 2.122e-05
threshold=-0.081429999999999989 -0.22901999999999997 0.088010000000000019 0.096035000000000023 -0.069794999999999982 0.11235500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5
right_child=2 -3 3 5 -6 -7
leaf_value=-0.0038106514899569574 -0.018911362506817918 0.013883275492713601 0.01776315428955446 -0.01421630973550091 0.0010233650916369188 0.0033803612307787517
leaf_weight=0.0010204936541374425 0.0011467634354595045 0.0011365172665877142 0.0010545912002489855 0.0011461576972104722 0.0012987559990275297 0.0017043831500095185
leaf_count=498 1543 473 366 292 243 495
internal_value=0 0.00551218 -0.00191439 0.00209984 -0.00832451 -0.00369498
internal_weight=0 0.00215701 0.00635065 0.00390513 0.00244552 0.00285054
internal_count=3910 971 2939 1153 1786 787
is_linear=0
shrinkage=0.1


Tree=8912
num_leaves=8
num_cat=0
split_feature=11 13 52 12 2 15 13
split_gain=2.49646e-05 2.42273e-05 3.1742e-05 5.51811e-05 4.6706e-05 2.87248e-05 1.34686e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 -0.091329999999999981 1.0000000180025095e-35 0.11230000000000001 -0.076594999999999983 -0.13934999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=6.6381963533015717e-05 -0.00029319255584698721 0.00022617539492994881 -1.9203288313477702e-05 -0.00046178103635161619 -0.00032761853976535601 0.00042436380528824237 0.00036859435789806495
leaf_weight=0.0012332194042638616 0.0010088542154682622 0.0013968121847762116 0.0012635303580974212 0.0012540566041063343 0.0010173386658784657 0.0010099631737876284 0.001049436875491714
leaf_count=232 304 512 220 1435 184 162 861
internal_value=0 3.36238e-05 -3.23386e-05 -0.000111789 2.15839e-05 0.000177844 0.000205322
internal_weight=0 0.00822436 0.0059417 0.00454489 0.00329083 0.00227349 0.00228266
internal_count=3910 3606 2513 2001 566 382 1093
is_linear=0
shrinkage=0.00196078


Tree=8913
num_leaves=7
num_cat=0
split_feature=4 12 3 2 43 2
split_gain=8.90947e-06 1.58521e-05 2.36991e-05 3.72844e-05 2.53922e-05 5.71402e-06
threshold=0.27020000000000005 -0.023959999999999995 0.10666500000000002 0.094010000000000024 -0.074254999999999988 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.012905126365274404 0.0072830229960941517 0.012338702921387543 0.011651653971576824 -0.018566056066447633 -0.010394319980516244 0.00019461119913532371
leaf_weight=0.0010345013298972564 0.0013932925194189687 0.0014387380403351312 0.0014480794359382496 0.0011556551084659855 0.0010024448955356991 0.0010365657534631919
leaf_count=304 472 908 163 771 714 578
internal_value=0 -0.00146145 0.000485197 -0.00300466 0.00216639 -0.00501126
internal_weight=0 0.00711598 0.00608148 0.0046334 0.00347775 0.00203901
internal_count=3910 3438 3134 2971 2200 1292
is_linear=0
shrinkage=0.1


Tree=8914
num_leaves=7
num_cat=0
split_feature=2 2 0 0 52 16
split_gain=7.5692e-06 2.33585e-05 2.78262e-05 4.49379e-05 1.78816e-05 2.5821e-05
threshold=0.099015000000000006 0.09116500000000001 -0.06402999999999999 -0.10575999999999998 -0.048794999999999991 -0.27337499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6
right_child=4 -3 -4 -5 5 -7
leaf_value=0.0088406583142765401 0.014765787323328847 -0.016159137534982465 0.014478254575485787 -0.016140744782308678 0.0092266722072982012 -0.011089161681762903
leaf_weight=0.0013749004071430028 0.0010092394581995784 0.001004429679167443 0.0010951337562763227 0.0015119125918442381 0.0012425274162178631 0.0012600330493985738
leaf_count=256 481 484 270 1754 306 359
internal_value=0 -0.00253159 0.000905902 -0.00424287 0.00352922 -0.0010023
internal_weight=0 0.00498638 0.00398195 0.00288681 0.0035118 0.00250256
internal_count=3910 2764 2280 2010 1146 665
is_linear=0
shrinkage=0.1


Tree=8915
num_leaves=7
num_cat=0
split_feature=0 52 48 16 51 2
split_gain=7.87127e-06 3.82027e-05 2.45099e-05 3.19822e-05 2.96914e-05 2.27278e-05
threshold=-0.14867499999999997 -0.0066199999999999991 0.081315000000000012 -0.23935499999999996 -0.09021499999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.019828278767552065 0.014371030061674454 0.0055275858422589291 0.014951172919034731 0.0091268501148681867 -0.01833773440267451 -2.3793641798146862e-05
leaf_weight=0.0010017440897882746 0.001037255827298239 0.0014605850109210153 0.0011647487050970642 0.0010251951981233589 0.001639745563534481 0.0011548988102211676
leaf_count=127 355 257 606 425 1744 396
internal_value=0 -0.00478789 0.00192315 -0.00120102 -0.00542952 -0.0107694
internal_weight=0 0.00246233 0.00602184 0.0048571 0.00381984 0.00279464
internal_count=3910 384 3526 2920 2565 2140
is_linear=0
shrinkage=0.1


Tree=8916
num_leaves=6
num_cat=0
split_feature=15 16 2 16 2
split_gain=8.07282e-06 1.66603e-05 2.1735e-05 2.89639e-05 1.95441e-05
threshold=-0.11739999999999999 0.10994000000000002 0.085255000000000011 -0.074719999999999995 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.00648118219021578 0.013428827956727039 -0.015515919298998523 -0.0095954683008806409 0.011067022292670713 0.0029484594707945583
leaf_weight=0.0015753853561336854 0.0018200752887918411 0.0010536079461493145 0.0015661928454381655 0.0011968193434610393 0.0012573679214423279
leaf_count=614 1063 282 804 785 362
internal_value=0 0.00145313 0.00494391 -0.000645356 -0.00546972
internal_weight=0 0.00689406 0.00458309 0.00276301 0.00231098
internal_count=3910 3296 2652 1589 644
is_linear=0
shrinkage=0.1


Tree=8917
num_leaves=8
num_cat=0
split_feature=42 40 2 48 13 2 12
split_gain=1.31371e-05 4.55652e-05 5.6165e-05 4.80627e-05 5.65963e-05 4.31396e-05 3.23286e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.093225000000000016 -0.083514999999999992 0.096750000000000017 0.081660000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00020597940578519783 0.0004120352718139895 0.00028712121661791717 -0.00043478356267754941 0.00043462908397111263 0.00019186900365921104 -0.00050861934286402578 -0.00026516953158431264
leaf_weight=0.001033839247255963 0.0010389176568540541 0.0014798146394595707 0.0011000560359725872 0.0010212152417790072 0.001239731159934496 0.0010243945592466686 0.0011442237358778135
leaf_count=440 363 859 300 254 213 424 1057
internal_value=0 2.88191e-05 -2.79801e-05 4.77481e-05 -3.30774e-05 -0.000172099 -2.74952e-05
internal_weight=0 0.00804835 0.00700944 0.00590938 0.00488816 0.00340835 0.00238395
internal_count=3910 3470 3107 2807 2553 1694 1270
is_linear=0
shrinkage=0.00196078


Tree=8918
num_leaves=7
num_cat=0
split_feature=15 16 52 0 12 0
split_gain=7.3861e-06 5.25163e-05 3.28993e-05 3.92317e-05 2.50312e-05 6.3379e-05
threshold=-0.16430499999999995 -0.30307999999999996 0.096170000000000019 -0.053834999999999994 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.0073902177921385467 -0.022351239077497618 0.012020534622552086 0.016510261620772838 -0.016675231657059596 0.01507538959810664 -0.020185143852148729
leaf_weight=0.0011613463662437018 0.001011031036741313 0.0013868009781312094 0.0012801852592485815 0.0012655296671581747 0.0012742543657636154 0.0010923826986673144
leaf_count=445 304 232 608 410 918 993
internal_value=0 -0.00119484 0.00220081 -0.00144909 0.00368464 -0.00216999
internal_weight=0 0.00731018 0.00629915 0.00501897 0.00375344 0.00247918
internal_count=3910 3465 3161 2553 2143 1225
is_linear=0
shrinkage=0.1


Tree=8919
num_leaves=7
num_cat=0
split_feature=42 40 2 2 15 42
split_gain=1.76117e-05 4.97049e-05 5.34275e-05 4.77525e-05 3.64041e-05 3.23427e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.097940000000000013 -0.064869999999999983 0.084545000000000023
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.00024793244482230347 0.00042677158271608372 -0.0002607754907927479 -0.00031965906631865383 0.00041885183088132287 -7.645990762076451e-05 0.00038813173648331466
leaf_weight=0.001026959965217321 0.001030561286365847 0.0016108879289913731 0.0018552243122518745 0.0011586868311609239 0.0013504355622027653 0.0010046931358204192
leaf_count=440 363 661 479 398 712 857
internal_value=0 2.48065e-05 -3.45422e-05 6.86746e-05 -3.3631e-05 0.000121734
internal_weight=0 0.00801049 0.00697993 0.0051247 0.00396602 0.00235513
internal_count=3910 3470 3107 2628 2230 1569
is_linear=0
shrinkage=0.00196078


Tree=8920
num_leaves=7
num_cat=0
split_feature=12 3 1 0 1 52
split_gain=1.95468e-05 3.46617e-05 8.34632e-05 2.92242e-05 1.90234e-05 3.07961e-05
threshold=0.088590000000000016 0.076695000000000013 0.088010000000000019 -0.07773999999999999 0.11507500000000002 -0.066329999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 5 -3
right_child=3 4 -4 -5 -6 -7
leaf_value=-6.2233837604025552e-05 -0.00037681691214171386 -0.00022370445758991984 0.00061302790229273265 1.991752495898772e-05 -0.00030359059989619182 0.00024751874703735115
leaf_weight=0.0017025934036359214 0.0011498682100937619 0.0010143747743397175 0.0011995506927128944 0.0018825155614525359 0.0010003566115342425 0.0011241131301712344
leaf_count=1182 866 157 504 845 197 159
internal_value=0 6.24102e-05 0.000216874 -0.000130523 -8.04054e-05 2.39978e-05
internal_weight=0 0.00604099 0.00290214 0.00303238 0.00313884 0.00213849
internal_count=3910 2199 1686 1711 513 316
is_linear=0
shrinkage=0.00196078


Tree=8921
num_leaves=8
num_cat=0
split_feature=11 13 13 0 49 1 15
split_gain=2.91242e-05 3.75885e-05 2.57526e-05 3.00923e-05 3.32975e-05 2.50055e-05 1.24675e-05
threshold=1.0000000180025095e-35 -0.070604999999999987 0.083175000000000013 -0.077584999999999987 -0.010424999999999999 0.08844500000000001 -0.10192499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=6.1386274973576648e-05 -0.00031762510425069286 -0.0003222025149364534 0.00016654514470945201 -0.00043314892922013314 -5.0708975631045153e-05 0.00043664948279543032 0.00025328402063696175
leaf_weight=0.0016693308585828204 0.0010381925498039101 0.0010952330182565344 0.0014105187178826287 0.0010176306877259676 0.0010435396124181646 0.0011550635368113033 0.0010313155551086486
leaf_count=1041 304 167 315 664 201 583 635
internal_value=0 3.04386e-05 -6.26016e-05 -0.000139783 -4.56101e-05 0.000214854 0.000100392
internal_weight=0 0.00842263 0.00559824 0.00418772 0.00317009 0.00282439 0.00207486
internal_count=3910 3606 1982 1667 1003 1624 836
is_linear=0
shrinkage=0.00196078


Tree=8922
num_leaves=6
num_cat=0
split_feature=12 3 1 0 15
split_gain=8.77112e-06 2.9036e-05 6.53449e-05 2.62013e-05 1.5971e-05
threshold=0.088590000000000016 0.076695000000000013 0.088010000000000019 -0.07773999999999999 -0.11219499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -3
right_child=3 4 -4 -5 -6
leaf_value=-0.0031993876488891817 -0.016820413873195238 0.0056034161707157132 0.028397866959281357 0.0029409391423249375 -0.0099596371600139833
leaf_weight=0.0016006519477393751 0.0010806759914401831 0.0010016570421101816 0.0011072649941802526 0.0017696635955670456 0.0019297194773627651
leaf_count=1182 866 177 504 845 336
internal_value=0 0.00225494 0.0097207 -0.00455137 -0.00464171
internal_weight=0 0.00563929 0.00270792 0.00285034 0.00293138
internal_count=3910 2199 1686 1711 513
is_linear=0
shrinkage=0.1


Tree=8923
num_leaves=7
num_cat=0
split_feature=16 15 47 2 52 1
split_gain=9.12729e-06 2.30222e-05 4.94845e-05 4.46369e-05 6.73534e-05 4.00231e-05
threshold=-0.50388999999999984 -0.10981499999999998 0.085165000000000018 0.11085000000000002 0.084240000000000023 0.088495000000000018
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0081943936625498235 -0.013670762367425111 0.009643303175577508 0.019388494434029804 0.015545894442766196 -0.029225547515356498 -0.0150786064022338
leaf_weight=0.0011649856825184475 0.0012537094640782597 0.0017019950012827324 0.0012013591089417583 0.0010001540650260909 0.001089233122280727 0.001064391078406826
leaf_count=292 510 1049 274 373 886 526
internal_value=0 -0.00133616 0.00121687 -0.00327895 -0.00816214 0.000131334
internal_weight=0 0.00731084 0.00605713 0.00485577 0.00385562 0.00276639
internal_count=3910 3618 3108 2834 2461 1575
is_linear=0
shrinkage=0.1


Tree=8924
num_leaves=7
num_cat=0
split_feature=4 42 49 2 12 4
split_gain=1.43246e-05 2.27287e-05 2.40779e-05 4.09573e-05 2.5105e-05 5.52271e-06
threshold=0.27608500000000008 0.091955000000000023 -0.0019649999999999997 0.10393500000000001 0.086865000000000012 -0.0090299999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00017731173178748904 0.00017972149841942334 -0.00031303561710875486 0.00015138834947686454 -0.0002419031453826361 0.0003856143237446428 -5.1175444032044136e-05
leaf_weight=0.001986986786287513 0.0013651009201619893 0.0010056313507450856 0.0010120650082898169 0.0011415559208504227 0.001429920486019645 0.0010588871924179261
leaf_count=624 441 711 533 371 954 276
internal_value=0 -3.83543e-05 3.31275e-06 8.06211e-05 0.000185789 4.78166e-05
internal_weight=0 0.00763505 0.00662942 0.00464243 0.00350087 0.00207095
internal_count=3910 3469 2758 2134 1763 809
is_linear=0
shrinkage=0.00196078


Tree=8925
num_leaves=7
num_cat=0
split_feature=52 13 47 3 52 2
split_gain=8.84092e-06 2.30447e-05 2.95557e-05 3.18741e-05 5.93054e-05 2.22782e-05
threshold=0.11401500000000002 -0.083514999999999992 0.09252500000000001 -0.069909999999999986 -0.069134999999999988 0.099990000000000009
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00029904056645036571 -0.0083368486878774763 -0.009373478139784697 -0.017266549299966495 -0.0080222363377861778 0.023594306726962895 0.019505100857723265
leaf_weight=0.0011364781040400552 0.0011125887516110168 0.0016243440184227969 0.001071829714525652 0.0011155664632671884 0.0012672376540621424 0.001135620847070623
leaf_count=778 647 1370 227 317 338 233
internal_value=0 0.00122815 -0.00251671 0.00142857 0.00879227 0.00959929
internal_weight=0 0.00735108 0.00507898 0.00400715 0.0023828 0.0022721
internal_count=3910 3263 2252 2025 655 1011
is_linear=0
shrinkage=0.1


Tree=8926
num_leaves=6
num_cat=0
split_feature=2 48 13 12 16
split_gain=7.80553e-06 2.67406e-05 3.37077e-05 3.46353e-05 4.32586e-05
threshold=0.11934000000000002 0.092755000000000018 -0.083514999999999992 0.051320000000000005 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.010404884115528649 -0.0072769618011441911 0.016406896457160387 -0.014918488166649936 -0.016888973124342128 0.011290053136025298
leaf_weight=0.0017802556113664719 0.0012624971287373866 0.0010015799414051984 0.0010203270743787914 0.0017370699338096424 0.0016453190934145969
leaf_count=931 465 312 204 1685 313
internal_value=0 0.00124891 -0.00120653 -0.00590166 0.00125823
internal_weight=0 0.00718455 0.00618297 0.00440272 0.00266565
internal_count=3910 3445 3133 2202 517
is_linear=0
shrinkage=0.1


Tree=8927
num_leaves=6
num_cat=0
split_feature=4 15 150 3 3
split_gain=8.66234e-06 2.67668e-05 4.23373e-05 4.01819e-05 3.52214e-05
threshold=-0.34687499999999999 -0.017214999999999998 0.082965000000000025 0.092005000000000017 -0.0086749999999999969
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.0073066440571256377 -0.00086239007197801392 0.00064849060153811863 0.012937888346576318 -0.024696127937248728 0.023463460349537679
leaf_weight=0.0013679770342524163 0.0018368921198509507 0.0019439756332433205 0.0010960213410187132 0.0011503629410048119 0.0010379356597105709
leaf_count=291 1229 1688 374 183 145
internal_value=0 0.00138719 -0.00387273 -0.0100405 0.00858986
internal_weight=0 0.00706519 0.00408328 0.00298726 0.00298191
internal_count=3910 3619 1786 1412 1833
is_linear=0
shrinkage=0.1


Tree=8928
num_leaves=7
num_cat=0
split_feature=4 4 15 4 16 15
split_gain=1.01633e-05 1.40352e-05 2.44784e-05 2.27294e-05 2.14114e-05 1.91135e-05
threshold=0.27608500000000008 -0.0010999999999999996 -0.017214999999999998 -0.06272999999999998 -0.069894999999999985 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 3 5 4 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0088351343717208621 0.0082202122387536516 -0.0030835716635185511 0.0058450471833019386 0.014370462703307066 -0.0089007284659692338 -0.022418537046035528
leaf_weight=0.0010847155489935912 0.0012705949832386258 0.0010042688749550518 0.0010517676701646867 0.0011383699470685444 0.001827398369274609 0.0010414986849053415
leaf_count=893 441 238 178 970 695 495
internal_value=0 -0.00148582 -0.00655295 0.00238918 -0.00229441 -0.012927
internal_weight=0 0.00714802 0.00309754 0.00405048 0.00291211 0.00204577
internal_count=3910 3469 911 2558 1588 733
is_linear=0
shrinkage=0.1


Tree=8929
num_leaves=6
num_cat=0
split_feature=43 3 4 13 0
split_gain=8.63277e-06 2.21282e-05 1.8249e-05 2.75126e-05 5.66082e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.23071499999999998 -0.0041499999999999983 -0.14867499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0026199382195829513 -0.014358071851697213 0.014903447662095276 -0.010939809380576712 -0.0043533584747367151 0.024735421865467632
leaf_weight=0.0018359160694106506 0.0010344607830254779 0.0011862432321890894 0.0014311561201726538 0.0018823251433526342 0.0010378797842385871
leaf_count=1238 241 536 1311 221 363
internal_value=0 0.00425826 -0.00241959 0.000418578 0.00598518
internal_weight=0 0.00302216 0.00538582 0.00435136 0.0029202
internal_count=3910 1774 2136 1895 584
is_linear=0
shrinkage=0.1


Tree=8930
num_leaves=6
num_cat=0
split_feature=11 2 1 3 15
split_gain=2.23611e-05 2.99286e-05 3.70732e-05 3.12482e-05 3.05662e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.013944999999999997 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00030064850474968339 -0.00027440838521037181 0.00035884649208727204 0.00010984028731743997 0.00020891255877859017 -0.00017055887458567809
leaf_weight=0.0018162814430302341 0.0010345651316183329 0.0015615163874345712 0.0015832710418372273 0.0016533249633510221 0.0016116047965728819
leaf_count=1553 304 1038 455 307 253
internal_value=0 3.1451e-05 -0.000109472 0.000130711 2.16013e-05
internal_weight=0 0.008226 0.00339955 0.00482645 0.00326493
internal_count=3910 3606 2008 1598 560
is_linear=0
shrinkage=0.00196078


Tree=8931
num_leaves=6
num_cat=0
split_feature=16 51 0 160 16
split_gain=8.78087e-06 3.08528e-05 2.83073e-05 2.77292e-05 3.24249e-05
threshold=-0.069144999999999984 0.077145000000000005 -0.11756999999999999 -0.026849999999999995 0.25185000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.013531854383028612 0.0095534574239956281 0.016800688789802728 0.0064795858992349256 -0.01709295125617236 0.0035106962989006675
leaf_weight=0.001260153572458898 0.0012316921857984846 0.0011977425051317805 0.0016099820723645734 0.0017644518892315105 0.0013468725208604876
leaf_count=274 753 402 1237 802 442
internal_value=0 0.00331935 -0.00230658 -0.00314627 -0.00817376
internal_weight=0 0.00406788 0.00287014 0.00434302 0.00311132
internal_count=3910 1913 1511 1997 1244
is_linear=0
shrinkage=0.1


Tree=8932
num_leaves=6
num_cat=0
split_feature=160 42 43 2 15
split_gain=9.81261e-06 2.25145e-05 2.58881e-05 2.56462e-05 2.67536e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.089910000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0065449468271424676 -0.010601782376085172 0.015439311843259754 -0.012412806819117973 0.014063079602190196 -0.0060803773273474405
leaf_weight=0.0018074476060421481 0.0012022063415992462 0.0015502704425948573 0.001144478954834455 0.0015429849326463133 0.0011513380337207502
leaf_count=1218 882 604 559 323 324
internal_value=0 0.00177233 0.00453278 0.000128257 0.00545538
internal_weight=0 0.00659128 0.00538907 0.0038388 0.00269432
internal_count=3910 2692 1810 1206 647
is_linear=0
shrinkage=0.1


Tree=8933
num_leaves=8
num_cat=0
split_feature=52 13 1 1 1 16 0
split_gain=1.48726e-05 3.35996e-05 2.48904e-05 3.72296e-05 2.7561e-05 1.14742e-05 9.37255e-06
threshold=0.11401500000000002 -0.094679999999999986 0.11593500000000001 0.10353000000000001 0.086560000000000012 0.0015250000000000001 -0.10303999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00010978590345242177 -0.00020847824292693747 -8.1438048573604356e-05 -0.00032168788103918293 0.00032305428745363568 -0.00029834798552449282 0.000203437203085888 0.00037662534087585869
leaf_weight=0.0010006362224798599 0.0011838709542348587 0.0011531453876769981 0.0010512254339537178 0.0011261075969946225 0.0014172334443677214 0.001028354605083345 0.0010239447054551708
leaf_count=215 647 1276 298 253 607 423 191
internal_value=0 2.73815e-05 -4.88058e-05 1.19075e-05 -8.54559e-05 5.28516e-05 0.000244742
internal_weight=0 0.00780065 0.00577607 0.00472484 0.00359873 0.0021815 0.00202458
internal_count=3910 3263 2857 2559 2306 1699 406
is_linear=0
shrinkage=0.00196078


Tree=8934
num_leaves=8
num_cat=0
split_feature=11 3 47 150 2 43 15
split_gain=2.50318e-05 3.41156e-05 2.83464e-05 2.5245e-05 4.38742e-05 3.90606e-05 2.04413e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.086420000000000011 0.10393500000000001 -0.073684999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.0003564413529445844 -0.00029801156708205763 0.00056780083849541929 -0.00027909363113045785 -0.00020407402693900598 -0.0001735277062033286 8.3466057343010891e-05 -0.00015488236518897795
leaf_weight=0.0010532003574615411 0.0010247865281954359 0.0010450311591563611 0.0010190535369184227 0.001111628765266698 0.0012480211666590674 0.0016525318261973274 0.0010184829018578083
leaf_count=222 304 697 237 350 546 1288 266
internal_value=0 2.7139e-05 -2.17453e-05 5.69245e-05 0.000130458 0.000271097 -0.000217005
internal_weight=0 0.00814795 0.00709475 0.00505721 0.00394558 0.00269756 0.00203754
internal_count=3910 3606 3384 2881 2531 1985 503
is_linear=0
shrinkage=0.00196078


Tree=8935
num_leaves=6
num_cat=0
split_feature=4 4 2 2 13
split_gain=8.78334e-06 1.88226e-05 2.37646e-05 1.86566e-05 5.20682e-05
threshold=0.24280000000000004 -0.0010999999999999996 0.086915000000000006 0.084235000000000018 0.0015650000000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.013898904818549813 0.0059792052449602435 -0.019253064963471147 0.000393508191286284 -0.011090824712056423 0.016711011755743074
leaf_weight=0.0010514875039425321 0.0018883873667894617 0.0011382097980565981 0.0013411297636091771 0.0019701722451193632 0.0010236358628862626
leaf_count=790 549 282 521 1352 416
internal_value=0 -0.0017651 -0.0086258 0.00243979 -0.00158489
internal_weight=0 0.00652464 0.00247934 0.0040453 0.00299381
internal_count=3910 3361 803 2558 1768
is_linear=0
shrinkage=0.1


Tree=8936
num_leaves=6
num_cat=0
split_feature=42 49 15 16 4
split_gain=8.79305e-06 2.84109e-05 2.07806e-05 6.30377e-05 3.14748e-05
threshold=0.091955000000000023 -0.0019649999999999997 -0.038029999999999987 -0.09601999999999998 -0.08422499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0088910532151292576 -0.0080043204997304815 0.014268710158276852 0.00086397107108487133 -0.019937988535474079 0.021140248262683275
leaf_weight=0.0019871636838018989 0.0011859026247901883 0.001107665885693557 0.0016213451612305081 0.0010488909700239364 0.0014504554228552621
leaf_count=705 843 385 644 586 747
internal_value=0 0.00128722 0.00515572 -0.0023685 0.0104381
internal_weight=0 0.00721552 0.00522836 0.00215656 0.0030718
internal_count=3910 3067 2362 971 1391
is_linear=0
shrinkage=0.1


Tree=8937
num_leaves=7
num_cat=0
split_feature=0 47 4 3 42 16
split_gain=1.53821e-05 3.71491e-05 2.32383e-05 3.20394e-05 3.79891e-05 1.04849e-05
threshold=-0.017269999999999997 1.0000000180025095e-35 -0.06272999999999998 0.096385000000000012 1.0000000180025095e-35 -0.12467499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=-0.00018109628606566679 0.00014449769784160172 -0.00013326774150726407 -0.0002336049958685191 0.00037566887453689397 0.00027240092939728792 -0.00040880658270292368
leaf_weight=0.001314614910596926 0.0019549516059112404 0.0010804024234798352 0.0013078991443747343 0.001258360656521447 0.0010116768527023549 0.0010440450711106408
leaf_count=1244 446 139 560 217 917 387
internal_value=0 -5.21719e-05 4.18401e-05 0.000123752 -1.29119e-05 -0.000268679
internal_weight=0 0.007017 0.00489255 0.00357794 0.00231958 0.00212445
internal_count=3910 3464 2938 1694 1477 526
is_linear=0
shrinkage=0.00196078


Tree=8938
num_leaves=8
num_cat=0
split_feature=42 51 12 0 2 49 15
split_gain=1.5404e-05 4.33755e-05 3.71499e-05 5.41695e-05 2.52632e-05 4.29164e-05 3.84526e-05
threshold=-0.090359999999999982 -0.07742499999999998 0.098595000000000016 -0.070894999999999986 0.082715000000000025 1.0000000180025095e-35 -0.089594999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00023216778647414883 -0.00031711908618121503 -0.00023055407170983954 -0.00025746357663942939 0.00049112495807593208 0.00054191907754776343 -0.00021116189590054518 3.5949028630918556e-05
leaf_weight=0.0010190005927690959 0.0012147871499423261 0.0010108575900246389 0.001029067275236945 0.001345998050786096 0.0010770642791576835 0.0010243718201997419 0.0012449950890579035
leaf_count=440 585 553 421 417 241 340 913
internal_value=0 2.39012e-05 8.54349e-05 0.000147306 4.10972e-05 0.000123155 0.000270638
internal_weight=0 0.00794714 0.00673235 0.00570329 0.00435729 0.00334643 0.00232206
internal_count=3910 3470 2885 2464 2047 1494 1154
is_linear=0
shrinkage=0.00196078


Tree=8939
num_leaves=6
num_cat=0
split_feature=0 51 47 42 3
split_gain=8.45274e-06 2.62893e-05 2.61759e-05 2.50029e-05 5.33284e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.087850000000000025 0.085195000000000007 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014587697219312648 0.0059958205911606194 -0.01047719750112008 -0.010411561524384419 0.018132874770574733 0.017885517387816529
leaf_weight=0.0012763625633401476 0.0018211702145814702 0.0017132548653840775 0.0013870958738815492 0.0011285915738283065 0.0010813294114909971
leaf_count=540 446 1223 360 1116 225
internal_value=0 -0.00170138 0.00139594 0.00557065 0.0004974
internal_weight=0 0.00658663 0.00531027 0.00392318 0.00279458
internal_count=3910 3464 2924 2564 1448
is_linear=0
shrinkage=0.1


Tree=8940
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 3
split_gain=8.71268e-06 2.09669e-05 1.73556e-05 2.44177e-05 4.56803e-05 3.42552e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.11561500000000001 -0.10209999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.0089262081052886629 -0.0080517615764877006 0.014509576504487628 -0.024659841931752798 0.0091414270982335521 -0.013067762850672265 0.010074295458240373
leaf_weight=0.0013878891542809689 0.001166033502050026 0.0010254526050611952 0.0011099412460751933 0.001123620327504514 0.0011685662093611283 0.001413072422618349
leaf_count=350 487 456 311 302 1381 623
internal_value=0 0.00126348 -0.000926269 -0.00376606 -0.00769476 -0.000400845
internal_weight=0 0.00722854 0.00620309 0.0048152 0.00369158 0.00258164
internal_count=3910 3423 2967 2617 2315 2004
is_linear=0
shrinkage=0.1


Tree=8941
num_leaves=7
num_cat=0
split_feature=11 13 39 16 12 52
split_gain=3.26118e-05 2.67111e-05 4.80224e-05 3.03463e-05 3.56327e-05 5.08623e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.086935000000000012 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00024809737796820694 -0.00033789234318206432 -0.00036117274944208737 0.00036069278529785579 -0.0001392765023651932 -0.00028806179752948401 0.00038078579170372875
leaf_weight=0.0017466984569683673 0.0010259972771801294 0.0012902994771145293 0.0010435508204661888 0.0015509169711735188 0.0012935503718275714 0.0013544179285665343
leaf_count=389 304 230 387 512 1605 483
internal_value=0 3.27131e-05 -2.48756e-05 -9.81761e-05 -1.73583e-05 0.000103168
internal_weight=0 0.00827943 0.00653274 0.00548918 0.00419889 0.00290533
internal_count=3910 3606 3217 2830 2600 995
is_linear=0
shrinkage=0.00196078


Tree=8942
num_leaves=6
num_cat=0
split_feature=42 49 1 4 12
split_gain=8.26094e-06 2.55827e-05 1.72355e-05 3.11535e-05 3.08878e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00842492054978017 -0.0077631766151388228 0.020862309897998046 0.014495320793899312 -0.011646862225276505 -0.0012987236244860131
leaf_weight=0.0019852263391345803 0.0011874389525023538 0.0010547852117457827 0.0013803903336636553 0.0012310637296143734 0.0015578164755525024
leaf_count=705 843 554 302 496 1010
internal_value=0 0.00123839 0.0049106 0.0014684 0.00764835
internal_weight=0 0.00720928 0.00522406 0.00384367 0.0026126
internal_count=3910 3067 2362 2060 1564
is_linear=0
shrinkage=0.1


Tree=8943
num_leaves=7
num_cat=0
split_feature=52 160 13 13 3 15
split_gain=1.47228e-05 3.12905e-05 2.58278e-05 4.88205e-05 3.32606e-05 2.02799e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.00088499999999999983 -0.053579999999999996
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=0.00026293791097353996 -0.00036375003659145738 -0.00026689038736486755 0.00043069232068057968 -0.00024151896124239701 0.00019432220503194143 -5.8006753574718163e-05
leaf_weight=0.0015488606873543208 0.0010804106929539715 0.0010560046280132449 0.0010899239808653759 0.001609791838215191 0.0011570332105428553 0.0014804734215057788
leaf_count=631 924 127 484 1055 130 559
internal_value=0 -6.16324e-05 4.8092e-06 7.92024e-05 -5.92585e-05 0.000106088
internal_weight=0 0.00599316 0.00491275 0.00385675 0.00276683 0.00302933
internal_count=3910 2720 1796 1669 1185 1190
is_linear=0
shrinkage=0.00196078


Tree=8944
num_leaves=6
num_cat=0
split_feature=160 42 43 2 3
split_gain=9.06568e-06 2.239e-05 2.14475e-05 1.9686e-05 2.63415e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.089910000000000004 0.12046500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0063231546134732185 -0.010703346245743458 0.014331693826803951 -0.010590455191292293 0.013719781216283157 -0.0061921681305544792
leaf_weight=0.0018008913668503953 0.0011951620961798623 0.0015552989063559106 0.0011424586233856455 0.0015286853783368227 0.0011750649305811249
leaf_count=1218 882 604 559 485 162
internal_value=0 0.00168202 0.00442246 0.000415441 0.00506594
internal_weight=0 0.00659667 0.00540151 0.00384621 0.00270375
internal_count=3910 2692 1810 1206 647
is_linear=0
shrinkage=0.1


Tree=8945
num_leaves=7
num_cat=0
split_feature=11 13 39 4 16 49
split_gain=3.09464e-05 2.2645e-05 6.22653e-05 2.82485e-05 4.06268e-05 2.42359e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.032604999999999995 -0.0083999999999999995 -0.0092149999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00023332658609608847 -0.00032179772730308659 -0.00029290615910306498 0.00041850681141164005 -0.00035638774080304619 0.00031426960351113223 3.3194791603585431e-05
leaf_weight=0.0017909373536891529 0.0010333944705183317 0.0018988046827694656 0.0010655110607906797 0.001086548927464747 0.0011121183307724121 0.0014114350074915893
leaf_count=389 304 1476 387 231 524 599
internal_value=0 3.78645e-05 -1.53813e-05 -9.93023e-05 2.52751e-06 -0.000136262
internal_weight=0 0.00836536 0.00657442 0.00550891 0.0036101 0.00249798
internal_count=3910 3606 3217 2830 1354 830
is_linear=0
shrinkage=0.00196078


Tree=8946
num_leaves=7
num_cat=0
split_feature=52 15 4 15 42 13
split_gain=1.78135e-05 2.52882e-05 5.40793e-05 5.90095e-05 5.41801e-05 4.09031e-05
threshold=0.11401500000000002 -0.14487999999999998 -1.0000000180025095e-35 -0.094119999999999995 0.078965000000000021 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00031255843270685494 -0.00022924204556691661 0.00056508027332038665 -0.00059413449772350939 -1.1019574444096714e-05 -0.00020932055630632626 8.3025308809123278e-05
leaf_weight=0.0010386687543731668 0.0011975376403295561 0.0011578791197619457 0.0010382518096016097 0.0018671244387666289 0.0012402466871974929 0.0016286059673098971
leaf_count=417 647 474 193 537 1030 612
internal_value=0 2.72382e-05 -1.55126e-05 -0.000219399 0.000131596 0.000283336
internal_weight=0 0.00797078 0.00693211 0.00290538 0.00402673 0.00278649
internal_count=3910 3263 2846 730 2116 1086
is_linear=0
shrinkage=0.00196078


Tree=8947
num_leaves=8
num_cat=0
split_feature=50 15 16 0 2 2 52
split_gain=1.60755e-05 3.42999e-05 4.18758e-05 3.34835e-05 3.89018e-05 3.33565e-05 2.80483e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.08400500000000001 0.10113500000000002 -0.066329999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.0003607652574605405 -0.00023985999364960477 -0.00038035751061294234 1.2814122751744475e-05 -0.00034541361407867727 0.0002479204213384292 -0.00020669335412062248 0.00047519974648591501
leaf_weight=0.0010064237891573118 0.001013112837953494 0.0010855755462987641 0.0010102757791814001 0.0012939599756503499 0.0015895919379385706 0.0010178487465199869 0.0010072489620958263
leaf_count=413 715 298 168 559 1187 438 132
internal_value=0 2.22851e-05 -2.63485e-05 3.85794e-05 -6.74736e-05 7.0456e-05 0.00024366
internal_weight=0 0.00801092 0.0070045 0.00591893 0.0039014 0.00260744 0.00201752
internal_count=3910 3195 2782 2484 2184 1625 300
is_linear=0
shrinkage=0.00196078


Tree=8948
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 16
split_gain=1.72623e-05 2.72023e-05 3.70616e-05 8.80849e-05 2.2632e-05 3.59237e-05
threshold=0.086465000000000014 0.087615000000000012 -0.013279999999999998 -0.07125999999999999 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00025908778927013305 -0.00024608879911139039 -0.00026014606547142299 -4.3581888105684278e-05 0.00064739900762331181 -0.00014689244073553799 0.00031920166364934899
leaf_weight=0.0013426119142347366 0.0010092734339783001 0.0011001827063295026 0.0017364664199484839 0.0011990965907141809 0.0014706813869912565 0.0011198657846641842
leaf_count=840 715 744 624 417 383 187
internal_value=0 2.60994e-05 7.19482e-05 0.000238665 -5.24828e-05 5.4595e-05
internal_weight=0 0.0079689 0.00686872 0.00293556 0.00393316 0.00259055
internal_count=3910 3195 2451 1041 1410 570
is_linear=0
shrinkage=0.00196078


Tree=8949
num_leaves=6
num_cat=0
split_feature=42 43 2 15 1
split_gain=8.78796e-06 2.32424e-05 2.28564e-05 3.6706e-05 5.39163e-05
threshold=0.091955000000000023 0.070805000000000021 0.10679500000000001 -0.09547499999999999 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.016613894068110813 -0.0079894463298467704 0.014645043133694633 -0.010231037531018831 0.010651336305811781 -0.016652862069346724
leaf_weight=0.0013438641107443466 0.0011956093155265878 0.001100884462379193 0.0019051681228012722 0.0014068929712715997 0.0014882107287048877
leaf_count=380 843 311 521 1176 679
internal_value=0 0.00126429 -0.00113323 0.0029557 -0.00338422
internal_weight=0 0.00724502 0.00614414 0.00423897 0.0028951
internal_count=3910 3067 2756 2235 1855
is_linear=0
shrinkage=0.1


Tree=8950
num_leaves=6
num_cat=0
split_feature=1 4 48 4 47
split_gain=8.80956e-06 1.93757e-05 1.44159e-05 2.30118e-05 2.83816e-05
threshold=0.076710000000000014 -0.083329999999999987 0.086215000000000014 -0.034289999999999994 0.087850000000000025
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0023399926540993874 -0.0072234368061469675 -0.015012311350880842 -0.0050379337139029425 0.017857589426218363 -0.0027609019273486211
leaf_weight=0.0015623069368308471 0.0010260416922875759 0.0010941577312213132 0.0018800677226085438 0.0018046310782643279 0.0010596023992118452
leaf_count=454 678 1554 405 638 181
internal_value=0 -0.00480716 0.00215199 0.00562669 0.0102299
internal_weight=0 0.00265646 0.00577034 0.00389028 0.00286423
internal_count=3910 2008 1902 1497 819
is_linear=0
shrinkage=0.1


Tree=8951
num_leaves=7
num_cat=0
split_feature=42 43 159 2 15 2
split_gain=1.29445e-05 2.9623e-05 3.13589e-05 4.87514e-05 3.72058e-05 6.68747e-05
threshold=0.091955000000000023 0.070805000000000021 0.014225000000000003 0.10679500000000001 -0.09547499999999999 0.083185000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00031456460128959302 -0.00018385385309365251 0.00031568212342523045 0.00029880180525878008 -0.00035369020758820963 -0.00047895188639855018 0.00016223882003311087
leaf_weight=0.0012958408705187963 0.0012648342084541301 0.0011836828623728226 0.0010003384875244001 0.0017141544875326886 0.0010356477036879701 0.0015786870721642278
leaf_count=277 843 311 523 392 457 1107
internal_value=0 2.99699e-05 -2.10806e-05 -7.79746e-05 4.28944e-05 -9.17637e-05
internal_weight=0 0.00780835 0.00662467 0.00562433 0.00391018 0.00261433
internal_count=3910 3067 2756 2233 1841 1564
is_linear=0
shrinkage=0.00196078


Tree=8952
num_leaves=8
num_cat=0
split_feature=11 42 0 15 43 2 48
split_gain=3.82059e-05 3.07554e-05 4.46561e-05 7.64271e-05 5.32271e-05 4.51858e-05 4.2668e-05
threshold=1.0000000180025095e-35 0.086325000000000013 -0.14867499999999997 -0.074174999999999977 0.0016850000000000001 0.084235000000000018 0.086065000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00012801143734665122 -0.00036281780329249614 -0.00019310849898882478 0.00066156107642179225 0.00017621710333659985 0.00040464635701334075 -0.00040110781054734918 -0.00041016479521457396
leaf_weight=0.0012058973465112355 0.0010384065380671164 0.0017755628882011364 0.0010976726087030958 0.0010049063228601161 0.0011329139913181336 0.0010828856676809899 0.0010680119774942563
leaf_count=165 304 1388 681 319 224 732 97
internal_value=0 3.59431e-05 9.76357e-05 0.000214741 6.24575e-05 -0.000123227 -0.00012476
internal_weight=0 0.00836785 0.00659229 0.00431838 0.00322071 0.00208779 0.00227391
internal_count=3910 3606 2218 1956 1275 1051 262
is_linear=0
shrinkage=0.00196078


Tree=8953
num_leaves=7
num_cat=0
split_feature=11 3 3 49 49 16
split_gain=2.8811e-05 3.89031e-05 2.76378e-05 3.15426e-05 4.68212e-05 4.19088e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00036436283344181748 -0.00031832470708816253 -0.00030494968885409339 -0.00019821488507417513 0.00041990660763738236 -0.00020549881856488772 -3.0994461205953801e-05
leaf_weight=0.0011242446748494237 0.0010600563528960069 0.0011606174617987269 0.0017681657778323319 0.0019321622534919272 0.0012945536448870634 0.0013436074944699246
leaf_count=222 304 1646 373 741 449 175
internal_value=0 2.42226e-05 -2.67702e-05 2.41662e-05 0.000110201 0.000234963
internal_weight=0 0.00862335 0.00749911 0.00633849 0.00457032 0.00327577
internal_count=3910 3606 3384 1738 1365 916
is_linear=0
shrinkage=0.00196078


Tree=8954
num_leaves=6
num_cat=0
split_feature=52 13 43 3 15
split_gain=8.73179e-06 2.01125e-05 2.17464e-05 4.07462e-05 1.87157e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.062599999999999989 -0.075679999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.010037269449435903 -0.0083105607138877092 -0.0057111835934677861 -0.0018522527972178048 0.020266941122817517 -0.018525328686578083
leaf_weight=0.001905893109404401 0.0011125496454996581 0.0014667127566605714 0.001920607863561111 0.0010262049548973391 0.0010366231674327677
leaf_count=406 647 978 523 363 993
internal_value=0 0.00119495 -0.00189717 0.00498266 -0.00769681
internal_weight=0 0.00735604 0.00545015 0.00249292 0.00295723
internal_count=3910 3263 2857 1341 1516
is_linear=0
shrinkage=0.1


Tree=8955
num_leaves=8
num_cat=0
split_feature=11 3 48 0 4 43 16
split_gain=4.67035e-05 3.55073e-05 2.56409e-05 9.08121e-05 6.31035e-05 8.33689e-05 2.9914e-05
threshold=0.077330000000000024 -0.10628499999999998 0.016865000000000002 -0.18901999999999997 -0.083329999999999987 -0.077664999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.0003624157448862686 -0.00040247221209030248 0.00025527066141951875 -0.00018868912901315248 0.00056930831827342783 -0.00070445447363610535 -0.00026148205987978375 0.00017306760362435761
leaf_weight=0.0011560718462672141 0.0010126113540265469 0.0014428725987927385 0.0013343136672537906 0.0011158467458052684 0.0010173213246845248 0.0011752113272455057 0.0012642493069766818
leaf_count=247 279 508 114 563 802 877 520
internal_value=0 4.29866e-05 -7.25722e-06 0.000156516 -8.91552e-05 -0.00023292 -3.62769e-05
internal_weight=0 0.00850589 0.00734981 0.00245016 0.00489965 0.00345678 0.00243946
internal_count=3910 3631 3384 677 2707 2199 1397
is_linear=0
shrinkage=0.00196078


Tree=8956
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 15 1
split_gain=2.73003e-05 2.4816e-05 2.2916e-05 2.43122e-05 9.82626e-05 8.33591e-05 1.0828e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 0.094485000000000013 0.090325000000000003 -0.008624999999999999 0.11507500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00031676862406492277 -0.00030868609059070851 -0.00026915453919774723 -0.00051228230360201991 0.00059837140465165224 3.6393675514984717e-05 0.00018980629404176345 -0.00024848302213311183
leaf_weight=0.0010379463497760654 0.0010067553884056798 0.0010915118845102071 0.0011021095446171925 0.0012046944225784619 0.0010183263849180141 0.0015855372958093381 0.0010336706301018652
leaf_count=222 304 1646 460 512 150 411 205
internal_value=0 3.37416e-05 -8.01124e-06 3.99404e-05 0.000153857 -9.80956e-05 -0.00010711
internal_weight=0 0.0080738 0.00703585 0.00594434 0.00325669 0.00268765 0.002052
internal_count=3910 3606 3384 1738 867 871 355
is_linear=0
shrinkage=0.00196078


Tree=8957
num_leaves=7
num_cat=0
split_feature=42 49 1 4 4 457
split_gain=8.60304e-06 2.13868e-05 1.67233e-05 2.87798e-05 3.88453e-05 1.21311e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998 0.083925000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.015342405176881286 -0.0079116615033968784 -0.002442860257436159 0.013958252261580381 -0.011337131760224344 0.022512924101827429 0.00019968768718662787
leaf_weight=0.0010012884387401238 0.0011971599834585548 0.0016293768278469456 0.0013970979568475924 0.001244312505856555 0.0010105841808296392 0.0010075545350220307
leaf_count=466 843 643 302 496 921 239
internal_value=0 0.00123508 0.00457551 0.00120072 0.00711028 -0.00754712
internal_weight=0 0.00729021 0.00528137 0.00388427 0.00263996 0.00200884
internal_count=3910 3067 2362 2060 1564 705
is_linear=0
shrinkage=0.1


Tree=8958
num_leaves=6
num_cat=0
split_feature=160 49 52 3 0
split_gain=8.32346e-06 2.30904e-05 2.80562e-05 4.4e-05 3.10518e-05
threshold=-1.0000000180025095e-35 -0.081629999999999994 0.048490000000000012 -0.075954999999999981 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0060427058576369673 0.015248713217399682 -0.021592000467850217 0.0089366988050214903 -0.0088580460821102228 0.013497266366596469
leaf_weight=0.0018195789893082149 0.0010435491422571136 0.0012174939328717964 0.0018989498269828976 0.001328651879981687 0.0011671369198239571
leaf_count=1218 219 964 850 255 404
internal_value=0 0.00158943 -0.000950404 -0.00600661 0.00159625
internal_weight=0 0.00665578 0.00561223 0.00371328 0.00249579
internal_count=3910 2692 2473 1623 659
is_linear=0
shrinkage=0.1


Tree=8959
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 16
split_gain=1.57939e-05 3.15222e-05 4.06102e-05 9.49675e-05 2.70323e-05 3.50659e-05
threshold=0.086465000000000014 0.087615000000000012 -0.013279999999999998 -0.07125999999999999 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00028261483404017345 -0.00023713894435763589 -0.00028069652312142892 -4.5591911644872288e-05 0.00066925347164805164 -0.00013897328193663894 0.00032073660752418912
leaf_weight=0.0013457036214120119 0.0010056484862169838 0.0011257857332528619 0.0017459627326485629 0.0012094761449996277 0.0014757525031117347 0.0011236775613125119
leaf_count=840 715 744 624 417 383 187
internal_value=0 2.35273e-05 7.31596e-05 0.00024695 -5.70327e-05 5.97494e-05
internal_weight=0 0.00802636 0.00690057 0.00295544 0.00394513 0.00259943
internal_count=3910 3195 2451 1041 1410 570
is_linear=0
shrinkage=0.00196078


Tree=8960
num_leaves=6
num_cat=0
split_feature=4 1 4 0 43
split_gain=9.75401e-06 1.60282e-05 1.99072e-05 2.54942e-05 2.56373e-05
threshold=0.24280000000000004 0.11215000000000001 0.0057500000000000008 -0.089879999999999974 -0.073139999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015826259566229815 0.0062635862926977027 -0.011302729503439211 0.012437240218936392 0.011893051174174113 -0.0067336633803958788
leaf_weight=0.0010675812163890275 0.0018992948621219521 0.0014144949966408034 0.0011308314649789396 0.0014198278309558647 0.0015408144745970662
leaf_count=531 549 290 449 838 1253
internal_value=0 -0.0018724 0.000713186 -0.00257807 0.0021991
internal_weight=0 0.00657355 0.00515905 0.00402822 0.00296064
internal_count=3910 3361 3071 2622 2091
is_linear=0
shrinkage=0.1


Tree=8961
num_leaves=7
num_cat=0
split_feature=11 48 42 16 16 0
split_gain=2.68709e-05 2.69744e-05 4.29614e-05 3.26937e-05 6.14849e-05 5.37081e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.086325000000000013 0.15737500000000001 -0.008069999999999999 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00025275046009288392 -0.00030489475294142378 0.00029115718975919041 -0.0003022462158906645 -0.00021133302155399182 0.00057020432273177191 0.00027138110654467066
leaf_weight=0.0014828889249895642 0.0010164084106679466 0.0013082934025049932 0.00155758652359739 0.001229476564357063 0.0010191290457396743 0.0015243059493077187
leaf_count=289 304 337 1276 236 365 1103
internal_value=0 3.32806e-05 -1.62364e-05 6.85242e-05 0.000153981 1.29247e-05
internal_weight=0 0.00812168 0.00681339 0.0052558 0.00402632 0.00300719
internal_count=3910 3606 3269 1993 1757 1392
is_linear=0
shrinkage=0.00196078


Tree=8962
num_leaves=8
num_cat=0
split_feature=50 12 133 13 52 4 2
split_gain=2.31657e-05 4.12869e-05 4.08041e-05 5.19668e-05 4.08957e-05 5.80248e-05 3.63375e-05
threshold=0.086465000000000014 -0.036459999999999992 0.084760000000000016 0.11202500000000001 1.0000000180025095e-35 -0.0040999999999999986 0.10869000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00033375238187713222 -0.00027944187242222649 -0.00040681909035603173 -0.00027762151077997412 0.00054826972509846412 0.00035102501793520392 0.00030012244465050706 -0.00016843366857406138
leaf_weight=0.0010451532341252808 0.0010416131241148202 0.001160847858035836 0.0010351964767114225 0.0010169089511554525 0.0013979990899475065 0.0016374566320645153 0.0010408276637834384
leaf_count=452 715 580 762 153 786 309 153
internal_value=0 3.07077e-05 8.29651e-05 0.000142651 6.38908e-05 -4.06675e-05 0.000118033
internal_weight=0 0.00833439 0.00728924 0.00625404 0.00523713 0.00383913 0.00267828
internal_count=3910 3195 2743 1981 1828 1042 462
is_linear=0
shrinkage=0.00196078


Tree=8963
num_leaves=8
num_cat=0
split_feature=11 3 47 16 3 49 1
split_gain=2.50457e-05 2.16216e-05 2.14817e-05 2.93212e-05 2.38109e-05 3.91503e-05 1.28581e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.15100500000000003 -0.069909999999999986 -0.006494999999999999 0.12019000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.0003000894234508155 -0.00029182257361926955 -8.38093907834453e-05 -0.00022301073212490602 -0.00019227204436849334 -2.111633392135999e-05 0.0004580757211541208 -0.00012396736919586962
leaf_weight=0.0010457947439038448 0.0010007844583799072 0.0011556779636612692 0.0010024725033453833 0.0012707563309865585 0.0011461305277246942 0.0015312951241720791 0.0010133815004542189
leaf_count=222 304 1682 385 367 267 565 118
internal_value=0 3.6826e-05 -1.84402e-06 6.58442e-05 0.000151415 0.000252947 -0.000173221
internal_weight=0 0.00816551 0.00711971 0.00510386 0.0038331 0.00267743 0.00201585
internal_count=3910 3606 3384 2881 2514 832 503
is_linear=0
shrinkage=0.00196078


Tree=8964
num_leaves=7
num_cat=0
split_feature=11 3 4 3 2 2
split_gain=2.53098e-05 2.80326e-05 2.24605e-05 6.79868e-05 3.08967e-05 4.96799e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.083329999999999987 -0.075954999999999981 0.11230000000000001 0.089785000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00032739650237869613 -0.00030045737188433828 0.00018642692018671617 -0.00053501339252367078 -7.58263743037497e-05 -0.0002036726699918656 0.00043598929126705986
leaf_weight=0.0010580978007715047 0.0010026430350562531 0.0016405143204536541 0.0010079802765258616 0.0016987745052329387 0.0014690093564104015 0.0012774481610503985
leaf_count=222 304 574 1526 460 440 384
internal_value=0 2.96762e-05 -1.47316e-05 -7.52471e-05 2.90074e-05 0.000143854
internal_weight=0 0.00815182 0.00709373 0.00545321 0.00444523 0.00297622
internal_count=3910 3606 3384 2810 1284 844
is_linear=0
shrinkage=0.00196078


Tree=8965
num_leaves=7
num_cat=0
split_feature=1 0 16 15 151 16
split_gain=9.9999e-06 1.95737e-05 1.22054e-05 2.56068e-05 3.79756e-05 3.6339e-05
threshold=0.076710000000000014 0.047345000000000005 0.070590000000000014 -0.0089749999999999986 -0.0088999999999999982 -0.10064999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.012809780494651391 -0.01521661703841176 0.0043419186813272578 -0.0067110626944915461 0.016202432170349727 0.020468409323425307 -0.0054216701500795893
leaf_weight=0.0014797440144839183 0.0011092294960199727 0.0012089792943828295 0.0012001986025602755 0.0013489752008511522 0.0010849557456093853 0.0010835760741362116
leaf_count=1913 307 95 393 605 326 271
internal_value=0 -0.00509755 0.00227493 0.00460594 -0.000166636 0.00753161
internal_weight=0 0.00268872 0.00582694 0.00462674 0.00327776 0.00216853
internal_count=3910 2008 1902 1509 904 597
is_linear=0
shrinkage=0.1


Tree=8966
num_leaves=6
num_cat=0
split_feature=52 13 52 3 2
split_gain=9.20735e-06 1.66758e-05 2.20313e-05 3.40313e-05 2.9437e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.048794999999999991 0.076695000000000013 0.09116500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0092636903338227106 -0.0085013345124033413 0.016606804923465959 0.0015204166417445422 -0.0068980754324964788 -0.018419654653706558
leaf_weight=0.0019153183837253033 0.0011187320865605399 0.0012937259783364278 0.0016662964581311821 0.0011758007027359448 0.0013323224790595394
leaf_count=406 647 893 1284 163 517
internal_value=0 0.00123375 -0.00157888 0.00541557 -0.0073392
internal_weight=0 0.00738346 0.00546815 0.00246953 0.00299862
internal_count=3910 3263 2857 1056 1801
is_linear=0
shrinkage=0.1


Tree=8967
num_leaves=8
num_cat=0
split_feature=11 42 15 3 1 2 0
split_gain=2.38116e-05 2.79549e-05 3.63854e-05 5.9172e-05 8.74565e-05 9.91021e-05 3.00595e-05
threshold=1.0000000180025095e-35 0.086325000000000013 0.084050000000000014 0.11265500000000002 0.095575000000000007 0.089785000000000018 -0.14674999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=-0.00034642274694255835 -0.00028110859864744045 -0.00018766364937841424 -0.00024762004157971221 -0.00032551100990032964 0.00077142078521203567 0.00046773515788195793 0.00013306214361045893
leaf_weight=0.0010517034743386742 0.0010519844267721226 0.0017635745695626483 0.0010357880857521217 0.0011100989909229812 0.0010925000764905163 0.0012676480339651826 0.0010884029344949584
leaf_count=581 304 1388 661 101 288 394 193
internal_value=0 3.17968e-05 9.00313e-05 0.000152369 0.000314013 9.85575e-05 -9.84872e-05
internal_weight=0 0.00840972 0.00664614 0.00561035 0.00341185 0.00231935 0.0021985
internal_count=3910 3606 2218 1557 1263 975 294
is_linear=0
shrinkage=0.00196078


Tree=8968
num_leaves=6
num_cat=0
split_feature=12 52 16 2 0
split_gain=9.06278e-06 2.64435e-05 2.13941e-05 1.98374e-05 4.0957e-05
threshold=0.086935000000000012 0.067395000000000024 0.011450000000000002 0.11230000000000001 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.012153834251893429 -0.011969721730035077 0.013611882156639853 0.0044552635078398848 -0.013618859956546138 -0.012964394000013497
leaf_weight=0.0016895320992431218 0.0016904954359747537 0.0015232700047275302 0.0014937433409364152 0.0010573820310130324 0.0010542099000330973
leaf_count=292 1482 508 579 298 751
internal_value=0 0.00247941 -0.00426467 -0.00198184 0.00250282
internal_weight=0 0.00532439 0.00318424 0.00380112 0.00274374
internal_count=3910 1849 2061 1341 1043
is_linear=0
shrinkage=0.1


Tree=8969
num_leaves=6
num_cat=0
split_feature=1 0 4 151 3
split_gain=9.45046e-06 1.74651e-05 1.34524e-05 3.55441e-05 4.51207e-05
threshold=0.076710000000000014 0.047345000000000005 0.24280000000000004 -0.0074049999999999993 0.076695000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.012243197050362942 0.015147214229660554 0.0039757685972028863 0.0094737763996227548 0.0040746248018580329 -0.020677642790595335
leaf_weight=0.0014764159181204161 0.0010222619620679392 0.0012064788512418834 0.0017775847200758154 0.0017352211626717208 0.0012794904096185427
leaf_count=1913 291 95 475 898 238
internal_value=0 -0.00494964 0.00222517 -0.000966578 -0.00643062
internal_weight=0 0.00268289 0.00581456 0.00403697 0.00301471
internal_count=3910 2008 1902 1427 1136
is_linear=0
shrinkage=0.1


Tree=8970
num_leaves=7
num_cat=0
split_feature=11 13 16 4 2 2
split_gain=2.27633e-05 2.18045e-05 4.5884e-05 3.62121e-05 3.19304e-05 6.9398e-05
threshold=1.0000000180025095e-35 0.083175000000000013 0.15100500000000003 -0.083329999999999987 0.089785000000000018 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00038964256687120768 -0.00027905562076061322 0.00026044159226368567 -0.00031874570687588112 -0.00023013217780110083 0.00042681342899679149 -0.00021250497534285194
leaf_weight=0.0010987392415258207 0.0010100054982202485 0.0013517380683616903 0.0014706196844722517 0.0015818083974869614 0.0013724481797560573 0.0012449165108611247
leaf_count=463 304 315 456 1333 680 359
internal_value=0 3.30794e-05 -1.23269e-05 7.27303e-05 -1.01917e-05 0.00012273
internal_weight=0 0.00812027 0.00676853 0.00529791 0.00419917 0.00261736
internal_count=3910 3606 3291 2835 2372 1039
is_linear=0
shrinkage=0.00196078


Tree=8971
num_leaves=8
num_cat=0
split_feature=11 3 47 2 16 4 15
split_gain=3.23253e-05 3.18762e-05 2.45228e-05 2.29604e-05 5.41751e-05 5.03406e-05 1.82377e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.11260500000000001 0.032820000000000009 0.0021050000000000005 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.00035235957011659576 -0.00034064238986400674 -7.4220335112483164e-05 -0.00025268008351203022 0.00029246761426476072 -0.00038933874064341794 0.00047006575080047727 -0.00013596806627119351
leaf_weight=0.0010435976434447032 0.0010033014077607686 0.001755202124619085 0.0010423277925200893 0.0012249839299727835 0.0010762616495620346 0.0010406723713842101 0.0010169895857881945
leaf_count=222 304 1594 237 471 379 437 266
internal_value=0 3.22216e-05 -1.44629e-05 5.84939e-05 -1.55257e-05 0.000128372 -0.000195042
internal_weight=0 0.00820004 0.00715644 0.00509712 0.00387214 0.00279587 0.00205932
internal_count=3910 3606 3384 2881 2410 2031 503
is_linear=0
shrinkage=0.00196078


Tree=8972
num_leaves=6
num_cat=0
split_feature=12 160 15 2 43
split_gain=8.94579e-06 1.77155e-05 2.64346e-05 3.06007e-05 4.91465e-05
threshold=0.10371500000000002 0.087825000000000014 -0.10192499999999999 0.10113500000000002 -0.0037249999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0076710312130723506 -0.0089048533406624712 -0.011145836683331866 -0.0001372653684690156 -0.0064694082198291664 0.02346798146546453
leaf_weight=0.001695087729100416 0.0010048658346803315 0.0010146312029484239 0.0017670269087094316 0.0012675905313964931 0.0017610359277190303
leaf_count=545 441 396 1404 476 648
internal_value=0 0.00114223 0.0030631 0.00685722 0.0116453
internal_weight=0 0.00750537 0.00649074 0.00479565 0.00352806
internal_count=3910 3469 3073 2528 2052
is_linear=0
shrinkage=0.1


Tree=8973
num_leaves=6
num_cat=0
split_feature=11 2 52 1 2
split_gain=2.57488e-05 4.17873e-05 3.11495e-05 2.97841e-05 2.91955e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.048794999999999991 0.095575000000000007 0.10393500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00030312501688829004 -0.00029553603899502693 0.00037205719624358797 0.00027626946361736292 6.5172030988102294e-05 -0.00010863800525516177
leaf_weight=0.0018334091189635042 0.0010320063391423143 0.0016186174244657678 0.0012261175124936097 0.0015646651220731379 0.0019829263103006175
leaf_count=1553 304 571 513 455 514
internal_value=0 3.30373e-05 0.000150287 -0.00013354 3.84282e-05
internal_weight=0 0.00822574 0.00482766 0.00339807 0.00320904
internal_count=3910 3606 1598 2008 1027
is_linear=0
shrinkage=0.00196078


Tree=8974
num_leaves=6
num_cat=0
split_feature=2 13 0 52 16
split_gain=9.25143e-06 2.1483e-05 3.33432e-05 2.08934e-05 2.60193e-05
threshold=0.099015000000000006 -0.017604999999999999 -0.083564999999999987 -0.048794999999999991 -0.27337499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.011118611589130632 0.015949871724412572 -0.0071948990914333794 0.01372706488980649 0.0092268185308504985 -0.011154459365327749
leaf_weight=0.0019171212165115946 0.0010193817788108931 0.0016654787014615221 0.001403768043850755 0.0012445471910250243 0.0012610502114628608
leaf_count=1669 481 475 620 306 359
internal_value=0 -0.00281348 0.00237409 0.00387971 -0.00103094
internal_weight=0 0.00498637 0.00306925 0.00352498 0.0025056
internal_count=3910 2764 1095 1146 665
is_linear=0
shrinkage=0.1


Tree=8975
num_leaves=8
num_cat=0
split_feature=50 15 51 16 15 2 3
split_gain=2.46065e-05 4.04174e-05 4.78045e-05 3.16779e-05 6.43221e-05 3.79963e-05 6.24844e-05
threshold=0.086465000000000014 -0.16430499999999995 0.077145000000000005 -0.057604999999999996 0.024640000000000006 0.096540000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00039285650815751712 -0.00029174326871390032 -0.00058835121563239939 0.0003457872094847129 -0.00043544198210928111 8.4421527626925681e-05 0.00025120598022241827 0.00021922479344179877
leaf_weight=0.0010237612685314356 0.0010400744467232896 0.0011941537216926964 0.0011334130795975852 0.001271091343430238 0.0010071862133218491 0.001552071148748879 0.0010026735302199408
leaf_count=400 715 331 309 883 676 492 104
internal_value=0 2.8441e-05 -2.36601e-05 -9.31348e-05 -0.000280535 1.46932e-05 -0.00014675
internal_weight=0 0.00818435 0.00716059 0.00602718 0.00220134 0.00382584 0.00227376
internal_count=3910 3195 2795 2486 1007 1479 987
is_linear=0
shrinkage=0.00196078


Tree=8976
num_leaves=8
num_cat=0
split_feature=16 15 15 2 52 3 43
split_gain=2.5522e-05 5.1996e-05 3.67786e-05 3.41324e-05 4.55397e-05 2.80965e-05 4.23514e-05
threshold=-0.50388999999999984 -0.11739999999999999 -0.091024999999999981 0.11085000000000002 0.086950000000000013 -0.08824499999999999 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.000251108566541308 -0.00044509012167322936 0.00032891316219471454 -0.00028555139412092431 0.00023949649656759484 -0.00046886416101482641 0.0003623449822827075 -0.00017041192010883426
leaf_weight=0.0012940938930489062 0.0010831966661224322 0.0012004831728777794 0.0010101287153529985 0.0012347779682303313 0.0011302756594832909 0.0011959744968389131 0.0011025433229175496
leaf_count=292 477 348 459 388 761 468 717
internal_value=0 -4.58016e-05 1.71161e-05 -4.88562e-05 -0.000129067 -1.29886e-05 0.000106794
internal_weight=0 0.00795738 0.00687418 0.0056737 0.00443892 0.00330865 0.00229852
internal_count=3910 3618 3141 2793 2405 1644 1185
is_linear=0
shrinkage=0.00196078


Tree=8977
num_leaves=6
num_cat=0
split_feature=49 42 2 0 0
split_gain=8.91364e-06 2.07859e-05 2.7746e-05 2.84229e-05 2.16381e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 -0.11756999999999999 -0.0046249999999999989
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0059885830769835953 0.010907641299054929 -0.013993865427900796 -0.0092769944667956319 0.019120844574596958 -0.0013607164897509213
leaf_weight=0.0019012838818432427 0.0010807738415857162 0.0019142272763937244 0.001565580798255519 0.0010031202914847219 0.0010618073327666061
leaf_count=529 529 1155 293 1178 226
internal_value=0 -0.00177902 -0.0042519 0.000884671 0.00858901
internal_weight=0 0.00662551 0.00554474 0.00363051 0.00206493
internal_count=3910 3381 2852 1697 1404
is_linear=0
shrinkage=0.1


Tree=8978
num_leaves=6
num_cat=0
split_feature=1 0 15 47 48
split_gain=9.61777e-06 1.68253e-05 1.43957e-05 2.3884e-05 3.29449e-05
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 0.087850000000000025 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.012167620855193005 0.020225315991626427 0.0037410273812788081 -0.0075599098039205864 -0.0037120609854901774 -0.0021578527267835002
leaf_weight=0.0014744348126050743 0.0015677323060181447 0.001210701327649202 0.0011928072502514139 0.001938244915286953 0.0011326601670616917
leaf_count=1913 719 95 571 370 242
internal_value=0 -0.00499457 0.0022381 0.00475762 0.0108369
internal_weight=0 0.00268514 0.00583144 0.00463864 0.00270039
internal_count=3910 2008 1902 1331 961
is_linear=0
shrinkage=0.1


Tree=8979
num_leaves=8
num_cat=0
split_feature=1 42 160 49 16 4 0
split_gain=1.32452e-05 3.87321e-05 2.50261e-05 6.02892e-05 3.14837e-05 2.11465e-05 2.11018e-05
threshold=0.12864500000000004 0.091955000000000023 0.069910000000000014 -0.0057999999999999987 -0.15168999999999996 -0.018664999999999998 -0.014809999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00047005339350302677 0.00019222005497065921 -0.0003854658931107416 0.00025169841129819224 0.00033476272467156397 0.00024657625795306519 -0.00027679475840319774 -0.0001390995461260666
leaf_weight=0.0010171315070684221 0.001155356248399012 0.0010380677564360433 0.0014298748109468334 0.0011728282984338621 0.0011714578795107497 0.001002341440143949 0.0010206169640956473
leaf_count=421 331 738 454 184 1025 547 210
internal_value=0 -3.26382e-05 2.11107e-05 -4.01241e-05 6.00064e-05 -4.08702e-05 6.70079e-05
internal_weight=0 0.00785232 0.00681425 0.00538438 0.00436724 0.00319442 0.00219207
internal_count=3910 3579 2841 2387 1966 1782 1235
is_linear=0
shrinkage=0.00196078


Tree=8980
num_leaves=7
num_cat=0
split_feature=11 2 1 150 0 52
split_gain=2.88797e-05 2.01816e-05 4.40237e-05 2.65958e-05 4.01746e-05 4.85948e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 0.083435000000000023 -0.11756999999999999 0.048695000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00028852420679305253 -0.00031333894435411192 -0.00022294413187224895 0.0001593789202178039 0.00038719751398011291 0.00048301977527901536 -8.212732051634172e-05
leaf_weight=0.001817299378913989 0.0010272090999087586 0.0014100057944081623 0.0015747614875811381 0.0010841438893210067 0.0011519246844856642 0.0011884870924700392
leaf_count=1553 304 246 455 239 623 490
internal_value=0 3.53571e-05 -8.05855e-05 0.000116706 3.85137e-05 0.000196032
internal_weight=0 0.00822662 0.00339206 0.00483456 0.00375042 0.00234041
internal_count=3910 3606 2008 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=8981
num_leaves=6
num_cat=0
split_feature=16 160 16 12 0
split_gain=9.55902e-06 2.93991e-05 2.88879e-05 2.12546e-05 6.46055e-05
threshold=-0.029944999999999996 -0.063534999999999994 0.25185000000000007 0.086935000000000012 -0.14867499999999997
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0045868218342542399 0.010305017360725852 -0.018331393663490986 0.0016344244265298344 -0.0063431648309276922 0.025299133767785045
leaf_weight=0.0017060822973066422 0.0011027120526719428 0.0015295261321619921 0.001377154880291059 0.0015584971901335342 0.0012557126043642977
leaf_count=252 585 660 447 1249 717
internal_value=0 -0.00359756 -0.0088718 0.00310979 0.00808393
internal_weight=0 0.00400939 0.00290668 0.00452029 0.00296179
internal_count=3910 1692 1107 2218 969
is_linear=0
shrinkage=0.1


Tree=8982
num_leaves=6
num_cat=0
split_feature=160 42 49 1 15
split_gain=1.11863e-05 2.70487e-05 2.39036e-05 3.72439e-05 3.48882e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0069650377838749531 -0.011615351535723097 0.016083282399839745 0.021385750029322814 -0.013889442832575476 -0.0014049973413253738
leaf_weight=0.0018302442065406309 0.0012183831680222384 0.0014089395412241971 0.0010748860158547339 0.0011920407443781035 0.0017905901129834567
leaf_count=1218 882 317 364 326 803
internal_value=0 0.0018584 0.00486148 0.000964799 0.00714418
internal_weight=0 0.00668484 0.00546646 0.00405752 0.00286548
internal_count=3910 2692 1810 1493 1167
is_linear=0
shrinkage=0.1


Tree=8983
num_leaves=7
num_cat=0
split_feature=50 4 12 3 12 52
split_gain=1.36833e-05 2.83115e-05 3.22653e-05 3.35958e-05 4.24454e-05 2.98613e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 0.10666500000000002 0.086935000000000012 -0.0025949999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0003461674538681388 -0.0002186611376878586 0.00031614916758619031 -0.00012132782697817324 0.00030203964984151988 -0.00027713981856862275 0.00029942313784242248
leaf_weight=0.0010118543614111332 0.0010070812860062473 0.0010985772865406583 0.0011741171686963574 0.0013674477451121768 0.0018442177240788902 0.0014486673114463655
leaf_count=280 715 396 451 133 1499 436
internal_value=0 2.3949e-05 -2.29383e-05 3.31186e-05 -4.92041e-05 0.00011107
internal_weight=0 0.00794488 0.0068463 0.00583445 0.004467 0.00262278
internal_count=3910 3195 2799 2519 2386 887
is_linear=0
shrinkage=0.00196078


Tree=8984
num_leaves=7
num_cat=0
split_feature=52 12 52 4 1 0
split_gain=9.45927e-06 1.9427e-05 3.60212e-05 3.4615e-05 3.99925e-05 3.95006e-05
threshold=0.11401500000000002 0.097345000000000015 0.067395000000000024 -0.049279999999999997 0.11097000000000001 -0.11287999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.019614324928728184 -0.0086027547731434822 0.011411295439672887 0.015604173057411894 0.017529984052024147 -0.015305524602880606 -0.0082161814244704878
leaf_weight=0.0012076386591322909 0.0011194161871923855 0.0015024044255026944 0.0010354558394930161 0.0014745040519121527 0.0011710431384727468 0.0010000808263754234
leaf_count=699 647 532 601 264 364 803
internal_value=0 0.00126132 -0.00132827 -0.00494085 -8.01625e-05 0.00712491
internal_weight=0 0.00739113 0.00588872 0.00485327 0.00364563 0.00247458
internal_count=3910 3263 2731 2130 1431 1067
is_linear=0
shrinkage=0.1


Tree=8985
num_leaves=7
num_cat=0
split_feature=11 48 42 2 13 2
split_gain=3.79553e-05 3.61315e-05 4.28441e-05 5.59718e-05 5.52796e-05 5.31335e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.086325000000000013 0.11260500000000001 -0.0030249999999999995 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00026318604750717723 -0.00035327790388458462 0.00034054345785706076 -0.00029063594849260984 0.00048377277365924668 8.2251030553093457e-05 -0.0004596469410860566
leaf_weight=0.0016235038287887907 0.0010395901491934883 0.0013287545570662956 0.0016306386678763005 0.0010278794390028217 0.0013741042117509834 0.0014089442136620983
leaf_count=999 304 337 1276 270 246 478
internal_value=0 4.39043e-05 -1.18858e-05 7.17551e-05 -2.43528e-05 -0.00019209
internal_weight=0 0.00839382 0.00706507 0.00543443 0.00440655 0.00278305
internal_count=3910 3606 3269 1993 1723 724
is_linear=0
shrinkage=0.00196078


Tree=8986
num_leaves=7
num_cat=0
split_feature=1 12 2 12 12 1
split_gain=1.123e-05 1.99293e-05 2.86195e-05 3.34642e-05 3.10935e-05 2.86776e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 0.085185000000000025 0.081660000000000024 0.10232500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0035637454921257361 0.009430227979053879 -0.01331909695573015 -0.0093141398940984436 0.018858037992458124 -0.020798483259404751 0.011004421299048182
leaf_weight=0.0010416948641803576 0.001093140671915572 0.0011841541522549133 0.0015960381775614609 0.0013113165619683298 0.0010539166547402475 0.0012299290692739462
leaf_count=258 331 522 463 958 1100 278
internal_value=0 -0.00142666 0.000832721 0.00565535 -0.00868841 -0.000471012
internal_weight=0 0.00741705 0.0062329 0.00413728 0.00209561 0.00282597
internal_count=3910 3579 3057 1699 1358 741
is_linear=0
shrinkage=0.1


Tree=8987
num_leaves=7
num_cat=0
split_feature=16 133 15 1 4 15
split_gain=1.16403e-05 6.74341e-05 3.63985e-05 2.9807e-05 2.65936e-05 6.22082e-05
threshold=0.10994000000000002 0.065880000000000008 -0.0039399999999999991 0.077800000000000022 0.0057500000000000008 -0.10192499999999999
decision_type=2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.00034978981967178204 0.00016953974359400751 0.00050481888764446247 -0.00031003082290579118 -0.00017436563198865098 -0.00010310003500763402 0.00048936465330758582
leaf_weight=0.0010153078385025122 0.0010162980964614865 0.0010098769149200579 0.0015162811459033371 0.0016639802798953753 0.0016733011958944412 0.0011494090551288543
leaf_count=932 403 1112 282 668 312 201
internal_value=0 3.90797e-05 -0.000117584 -4.64054e-05 2.22484e-05 0.000138152
internal_weight=0 0.00651188 0.00253258 0.005502 0.00448669 0.00282271
internal_count=3910 3225 685 2113 1181 513
is_linear=0
shrinkage=0.00196078


Tree=8988
num_leaves=8
num_cat=0
split_feature=16 1 15 133 3 12 1
split_gain=2.69429e-05 4.09196e-05 4.04055e-05 6.35828e-05 4.82756e-05 3.6842e-05 5.04283e-05
threshold=-0.055679999999999993 0.11561500000000001 -0.064869999999999983 1.0000000180025095e-35 -0.018854999999999997 0.086935000000000012 0.089455000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 -1
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.00045743204402104741 -0.0004345454164154794 0.00044288820924996355 0.00045781079856876923 -0.00040917900308886453 -9.8147797166926471e-05 -0.00027850801914983245 -0.00010293750886841979
leaf_weight=0.0010850946627761122 0.0011190225288925802 0.0010445087496555503 0.0011590060259479371 0.0010467503183925644 0.0012460892776738454 0.0012034479677898078 0.0014325662487941547
leaf_count=469 647 326 522 459 218 1053 216
internal_value=0 9.99499e-05 -0.00011076 -5.79507e-06 0.000169766 3.68771e-06 0.000138578
internal_weight=0 0.00476562 0.00457087 0.00345185 0.0024051 0.00372111 0.00251766
internal_count=3910 2064 1846 1199 740 1738 685
is_linear=0
shrinkage=0.00196078


Tree=8989
num_leaves=7
num_cat=0
split_feature=1 42 3 16 151 1
split_gain=9.04601e-06 1.67145e-05 2.55822e-05 3.39634e-05 3.32592e-05 3.88121e-05
threshold=0.12864500000000004 0.088915000000000008 -0.12008499999999998 0.070590000000000014 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.014704482983089712 0.0084480750610538419 -0.011376758062473421 -0.012752040233843416 -0.018412890326053113 -0.0023845989277572577 0.021127094832992695
leaf_weight=0.0011054952188619908 0.0010954448709007926 0.001344419612106261 0.0010944708165230234 0.0010170141076863218 0.0016299936747110396 0.001233355217766053
leaf_count=312 331 1032 414 301 1308 212
internal_value=0 -0.0012865 0.000944548 -0.00211315 0.00207528 0.0077428
internal_weight=0 0.00742475 0.00608033 0.00497483 0.00395782 0.00286335
internal_count=3910 3579 2547 2235 1934 1520
is_linear=0
shrinkage=0.1


Tree=8990
num_leaves=7
num_cat=0
split_feature=52 13 47 15 43 0
split_gain=9.4577e-06 2.12299e-05 2.0025e-05 2.7665e-05 2.76134e-05 1.45231e-05
threshold=0.11401500000000002 -0.090744999999999978 0.09252500000000001 -0.09547499999999999 -0.08799499999999999 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.001601767404170772 -0.0085986377069387967 0.01561888560329467 -0.014136037871954096 0.0073141429248879015 -0.011252165940725735 0.018567871884638886
leaf_weight=0.0010180686970538474 0.0011189767709048346 0.0010000300907996931 0.0010878021214087421 0.0013906586394370844 0.0018894570496409075 0.0010002502740142942
leaf_count=240 647 362 272 465 1644 280
internal_value=0 0.00126672 -0.00202067 0.00105846 -0.00338068 0.0100099
internal_weight=0 0.00738627 0.00536795 0.00428015 0.00328012 0.00201832
internal_count=3910 3263 2743 2471 2109 520
is_linear=0
shrinkage=0.1


Tree=8991
num_leaves=7
num_cat=0
split_feature=47 13 151 13 2 3
split_gain=9.64559e-06 1.99392e-05 1.88464e-05 3.27349e-05 3.36097e-05 3.27981e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.016164999999999995 0.0024700000000000004 0.084235000000000018 -0.0066499999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.012613541811373273 0.007395657870624653 0.011741777268693456 0.016796173814517281 -0.016449956059098724 0.008604767823076542 -0.016259539146317947
leaf_weight=0.0013244578448986287 0.0014512326731185776 0.0012710400669327217 0.0011534592323986731 0.0011669869365598024 0.0010140360563315682 0.0011125813886390897
leaf_count=299 290 528 722 601 1225 245
internal_value=0 -0.00155761 0.00100323 -0.00206601 0.00305151 -0.00440348
internal_weight=0 0.00704256 0.0057181 0.00444706 0.00328008 0.00212662
internal_count=3910 3620 3321 2793 2192 1470
is_linear=0
shrinkage=0.1


Tree=8992
num_leaves=6
num_cat=0
split_feature=160 42 49 52 4
split_gain=9.04326e-06 2.06304e-05 2.15442e-05 3.47777e-05 5.68029e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0062613000398165407 -0.010073364246287389 0.014990445604899505 -0.023745784204450008 0.01291120301083841 0.0063479845648864788
leaf_weight=0.0018250165703755919 0.0012188879477390297 0.0014038701865494406 0.001088386639313014 0.0014633506409722774 0.001480264994446261
leaf_count=1218 882 317 726 420 347
internal_value=0 0.00168482 0.00432136 0.000606578 -0.00640332
internal_weight=0 0.00665476 0.00543587 0.004032 0.00256865
internal_count=3910 2692 1810 1493 1073
is_linear=0
shrinkage=0.1


Tree=8993
num_leaves=7
num_cat=0
split_feature=1 3 4 15 133 13
split_gain=8.72174e-06 2.46741e-05 2.20341e-05 2.2685e-05 2.18409e-05 4.43289e-05
threshold=0.10305000000000002 -0.115685 0.053925000000000008 -0.106555 0.077945 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -3
right_child=2 4 3 -5 -6 -7
leaf_value=0.010914601075436847 0.016110894690133364 -0.027855357470506083 0.0070175763410180439 -0.012818930972329634 0.0049432163716909968 -0.0016416171538321134
leaf_weight=0.0010614684481618257 0.0010296767834905461 0.0010090062535441195 0.0013549783336613448 0.0010034619045572353 0.0012189249731436747 0.0017886936412021374
leaf_count=267 388 1144 360 182 1076 493
internal_value=0 -0.00264502 0.00390611 -0.0014224 -0.00622841 -0.0110958
internal_weight=0 0.00507809 0.00338812 0.00235844 0.00401662 0.0027977
internal_count=3910 2980 930 542 2713 1637
is_linear=0
shrinkage=0.1


Tree=8994
num_leaves=6
num_cat=0
split_feature=15 43 16 16 2
split_gain=1.026e-05 2.2395e-05 3.1544e-05 4.28011e-05 8.03197e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.15100500000000003 -0.19424999999999998 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0073165371221456449 0.013875704774231177 -0.013289987519169622 -0.013395923200081329 -0.004178135758727634 0.02880902706448666
leaf_weight=0.0015700412136700993 0.0012291288722489418 0.001112161896571786 0.0015091680761181335 0.0017614597988184243 0.0012705421039564638
leaf_count=614 233 268 539 1529 727
internal_value=0 0.00164203 -0.00101778 0.00348993 0.00964494
internal_weight=0 0.00688246 0.00565333 0.00414416 0.003032
internal_count=3910 3296 3063 2524 2256
is_linear=0
shrinkage=0.1


Tree=8995
num_leaves=7
num_cat=0
split_feature=11 13 39 16 16 52
split_gain=4.1276e-05 3.09687e-05 7.68644e-05 3.6235e-05 3.41673e-05 5.77415e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 -0.072804999999999981 -0.088779999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00026516893041523691 -0.00037773830826004479 -0.00040432267815191281 0.00045159813963473736 0.00021762377394592386 0.00017553551031528671 -0.00039126012012371077
leaf_weight=0.0017866582727452942 0.0010416374863011875 0.0013066041061764221 0.0010859742480634552 0.0014173726616541317 0.00118477497938919 0.0016581573755027387
leaf_count=389 304 230 387 1020 538 1042
internal_value=0 3.5968e-05 -2.55848e-05 -0.000118672 -3.10651e-05 -0.000155051
internal_weight=0 0.00843954 0.00665288 0.00556691 0.00426031 0.00284293
internal_count=3910 3606 3217 2830 2600 1580
is_linear=0
shrinkage=0.00196078


Tree=8996
num_leaves=5
num_cat=0
split_feature=52 13 52 2
split_gain=8.91046e-06 2.09007e-05 2.24703e-05 2.33249e-05
threshold=0.11401500000000002 -0.094679999999999986 -0.081429999999999989 0.09116500000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.010240045736822145 -0.0083688083597056716 0.0072571616447501576 0.00099127270886508237 -0.015053275749970617
leaf_weight=0.0019085197316256039 0.0011117674405404796 0.00178806138459893 0.001959099420814851 0.0016857120513185794
leaf_count=406 647 877 1368 612
internal_value=0 0.00123765 -0.00192481 -0.00642927
internal_weight=0 0.00734139 0.00543287 0.00364481
internal_count=3910 3263 2857 1980
is_linear=0
shrinkage=0.1


Tree=8997
num_leaves=6
num_cat=0
split_feature=4 2 52 1 16
split_gain=9.13604e-06 1.62592e-05 2.60649e-05 3.22032e-05 5.61177e-05
threshold=0.24280000000000004 0.11085000000000002 0.086950000000000013 0.088495000000000018 -0.083564999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0247794960618649 0.00609938234185879 0.0080248787688161523 -0.01726141824195622 -0.010190026392156014 -0.00740222473536346
leaf_weight=0.0010261049673785977 0.0018912816074882774 0.0013421884754151406 0.0011981002988448565 0.0018401444938457223 0.0011481579950512019
leaf_count=364 549 440 865 712 980
internal_value=0 -0.00179012 -0.00431742 -0.000454284 0.00778537
internal_weight=0 0.0065547 0.00521251 0.00401441 0.00217426
internal_count=3910 3361 2921 2056 1344
is_linear=0
shrinkage=0.1


Tree=8998
num_leaves=7
num_cat=0
split_feature=11 1 15 3 43 1
split_gain=3.77329e-05 3.07563e-05 8.29827e-05 6.33032e-05 3.94037e-05 9.29519e-06
threshold=1.0000000180025095e-35 0.095575000000000007 -0.0039399999999999991 0.090325000000000003 -0.078844999999999985 0.11507500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -5
right_child=-2 3 4 5 -6 -7
leaf_value=-0.00044501618510221639 -0.00036170683281022638 0.00046686581644822468 0.00042800504424514793 7.7046834410005982e-05 -4.5067835190473036e-05 -0.00018890184142063897
leaf_weight=0.0014946521388788906 0.0010077176488633198 0.001596538106824431 0.0010449248462198525 0.0010138243472927952 0.0019221021859811942 0.0010072714962365446
leaf_count=1194 304 633 316 146 1112 205
internal_value=0 4.06804e-05 -6.8256e-05 0.000175033 0.000121539 -5.54964e-05
internal_weight=0 0.00807931 0.00446168 0.00361763 0.00296703 0.0020211
internal_count=3910 3606 2622 984 1428 351
is_linear=0
shrinkage=0.00196078


Tree=8999
num_leaves=6
num_cat=0
split_feature=15 43 16 16 2
split_gain=9.01233e-06 2.1096e-05 2.42046e-05 3.59868e-05 6.96342e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.15100500000000003 -0.19424999999999998 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00684882607351629 0.013416770522453597 -0.012495686866383401 -0.011894550304466484 -0.004277741234999982 0.026488806109014374
leaf_weight=0.0015740152414408038 0.0012282237337341798 0.0011095802309991293 0.0015070712359837972 0.0017632392662951923 0.0012622714932205431
leaf_count=614 233 268 539 1529 727
internal_value=0 0.00154013 -0.00104526 0.00290886 0.00855835
internal_weight=0 0.00687039 0.00564216 0.00413509 0.00302551
internal_count=3910 3296 3063 2524 2256
is_linear=0
shrinkage=0.1


Tree=9000
num_leaves=6
num_cat=0
split_feature=4 16 2 2 4
split_gain=1.39047e-05 1.84667e-05 4.8221e-05 5.51171e-05 3.33545e-05
threshold=0.24280000000000004 -0.089864999999999987 0.106285 0.087005000000000013 -0.029114999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00021780191840485341 0.00014175848888873304 0.00034006270117037618 0.00035015254991366078 -0.00038047511404250847 -0.000127841033682296
leaf_weight=0.001755787612753034 0.0019928750115078527 0.0011260974037648661 0.001249938946445775 0.0015424574812543746 0.0012206530422699644
leaf_count=667 549 781 477 1009 427
internal_value=0 -4.41943e-05 1.51186e-05 -9.25568e-05 9.66844e-05
internal_weight=0 0.00689493 0.00513915 0.00388921 0.00234675
internal_count=3910 3361 2694 2217 1208
is_linear=0
shrinkage=0.00196078


Tree=9001
num_leaves=7
num_cat=0
split_feature=42 40 2 3 52 2
split_gain=1.23216e-05 3.51895e-05 4.83762e-05 3.81788e-05 3.24522e-05 3.10841e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.10856000000000002 -0.069134999999999988 0.082715000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00020552382549339564 0.00035455968808682087 -0.00026480441375305758 -0.00040544402254214938 0.00036470052585584089 -0.00016768893851624439 0.00023260701107060956
leaf_weight=0.0010479729367305962 0.0010535597306146668 0.0015876343020706516 0.00110913598298348 0.001131363656789122 0.001210558232962387 0.0019427414878708655
leaf_count=440 363 673 300 158 623 1353
internal_value=0 2.05292e-05 -2.9879e-05 4.10562e-05 -3.61774e-05 7.89326e-05
internal_weight=0 0.00803499 0.00698143 0.0058723 0.00474093 0.0031533
internal_count=3910 3470 3107 2807 2649 1976
is_linear=0
shrinkage=0.00196078


Tree=9002
num_leaves=7
num_cat=0
split_feature=11 2 1 150 0 52
split_gain=3.97504e-05 1.94881e-05 5.24484e-05 2.55854e-05 5.6782e-05 4.44379e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 0.083435000000000023 -0.11756999999999999 0.048695000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00030342508717562351 -0.00037240949355581496 -0.00027022927765488382 0.00018173228673525583 0.00038186188111688827 0.00050092969107756052 -3.9915581979917877e-05
leaf_weight=0.0018385262043185641 0.0010338023584867189 0.0014185103227478233 0.0016042077337729015 0.001078567054382086 0.001153572214669164 0.0011830949063770253
leaf_count=1553 304 246 455 239 623 490
internal_value=0 3.53842e-05 -7.73567e-05 0.000115682 3.92289e-05 0.00022709
internal_weight=0 0.00827648 0.00344273 0.00483374 0.00375518 0.00233667
internal_count=3910 3606 2008 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=9003
num_leaves=7
num_cat=0
split_feature=42 40 2 3 52 2
split_gain=1.33207e-05 3.09518e-05 4.48903e-05 3.40378e-05 3.5639e-05 3.7058e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.10856000000000002 -0.069134999999999988 0.082715000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00021500760017068431 0.00033868709899093248 -0.00026985540103770136 -0.00038939687215123038 0.0003521925470804914 -0.0001795142488726657 0.00026104474498152221
leaf_weight=0.0010219777402987922 0.0010368201670594842 0.0015720893400126478 0.0010918884059696182 0.0011132112816217149 0.0011891787309038003 0.0019180439724555858
leaf_count=440 363 673 300 158 623 1353
internal_value=0 2.28536e-05 -2.47122e-05 4.40307e-05 -2.92812e-05 9.24365e-05
internal_weight=0 0.00792123 0.00688441 0.00579252 0.00467931 0.00310722
internal_count=3910 3470 3107 2807 2649 1976
is_linear=0
shrinkage=0.00196078


Tree=9004
num_leaves=7
num_cat=0
split_feature=11 13 39 52 1 2
split_gain=3.54827e-05 2.24197e-05 6.20287e-05 2.81838e-05 4.64727e-05 3.07939e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.081429999999999989 0.088965000000000002 0.090905000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00023596472972826042 -0.00035201532036819878 0.00013086239987931893 0.00041952397124780531 -0.00048709081085433157 0.0002035799155028503 -0.00022756418488573994
leaf_weight=0.0017202162054108005 0.001012680244328607 0.0014602696551192311 0.0010506393816871696 0.0013238062367871149 0.0011504952364373576 0.001426767136889016
leaf_count=389 304 636 387 1573 436 185
internal_value=0 3.71973e-05 -1.61283e-05 -0.000101501 -0.000188481 -3.51006e-05
internal_weight=0 0.00813219 0.00641198 0.00536134 0.00390107 0.00257726
internal_count=3910 3606 3217 2830 2194 621
is_linear=0
shrinkage=0.00196078


Tree=9005
num_leaves=7
num_cat=0
split_feature=11 2 1 0 2 2
split_gain=3.12466e-05 3.35158e-05 4.22821e-05 2.51033e-05 4.80273e-05 3.91636e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 -0.13506999999999997 0.11230000000000001 0.10946500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.00030983925865523461 -0.00032410633163098743 0.00029651602527829679 0.00012432401510169139 8.8407733099302762e-05 -0.00028953968677255832 0.00057594052670905597
leaf_weight=0.0018596442885680773 0.0010238650295935287 0.0010141494716104076 0.0016081967702968236 0.0017088241635891566 0.0011441337925535843 0.0010066680337167567
leaf_count=1553 304 171 455 761 161 505
internal_value=0 3.88462e-05 -0.000108498 0.000143686 -1.41597e-05 0.000269142
internal_weight=0 0.00834162 0.00346784 0.00487378 0.00215828 0.00271549
internal_count=3910 3606 2008 1598 332 1266
is_linear=0
shrinkage=0.00196078


Tree=9006
num_leaves=7
num_cat=0
split_feature=42 40 2 3 52 2
split_gain=1.2748e-05 3.9035e-05 5.00683e-05 3.58235e-05 3.1385e-05 3.29905e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 0.10856000000000002 -0.069134999999999988 0.082715000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00021252699420535776 0.00037341731855601627 -0.00026148408291879128 -0.00041723032141133639 0.00035388563997499923 -0.00017757932867362686 0.00023529305392586654
leaf_weight=0.0010279051087386777 0.0010416902375899369 0.0015810595861286934 0.0011008088016068443 0.0011201728811316772 0.0012062033877167499 0.0019421075884956081
leaf_count=440 363 673 300 158 623 1353
internal_value=0 1.9451e-05 -3.36e-05 3.85943e-05 -3.60839e-05 7.71104e-05
internal_weight=0 0.00799204 0.00695035 0.00584954 0.00472937 0.00314831
internal_count=3910 3470 3107 2807 2649 1976
is_linear=0
shrinkage=0.00196078


Tree=9007
num_leaves=6
num_cat=0
split_feature=4 0 48 3 1
split_gain=9.52168e-06 1.89473e-05 3.53358e-05 2.27937e-05 2.28588e-05
threshold=0.24280000000000004 -0.14867499999999997 0.081315000000000012 -0.075679999999999983 0.088495000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012069651075809047 0.0061696889184499528 -0.011183283813760296 0.017357793956817368 0.014144081801692427 -0.0061901715355146278
leaf_weight=0.0014223831391324245 0.0019103766517666911 0.0019168298701329276 0.0010482464524900117 0.0010777691075200165 0.0011350630382472434
leaf_count=234 549 1918 578 350 281
internal_value=0 -0.00184705 0.000961124 -0.0032009 0.00371371
internal_weight=0 0.00660029 0.00517791 0.00412966 0.00221283
internal_count=3910 3361 3127 2549 631
is_linear=0
shrinkage=0.1


Tree=9008
num_leaves=7
num_cat=0
split_feature=51 4 151 15 13 2
split_gain=9.32212e-06 1.93679e-05 3.308e-05 5.56327e-05 3.64163e-05 5.6438e-05
threshold=0.08955500000000001 0.40359500000000004 -0.016164999999999995 -0.064869999999999983 0.0024700000000000004 0.084235000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0150767721801606 -0.0082760917085231197 0.014140146391521094 -0.023188809040061258 0.026128046405584845 -0.012788735085885234 -0.0031921490995324557
leaf_weight=0.0010896048232202785 0.0011836622743400518 0.0010107761007994293 0.0011792399019311117 0.0010510173045020321 0.0012369828928896921 0.0017489853141647014
leaf_count=516 487 373 673 586 411 864
internal_value=0 0.00128935 -0.000770538 -0.00408085 0.00150076 0.00781357
internal_weight=0 0.00731661 0.00630583 0.00521623 0.00403699 0.0028
internal_count=3910 3423 3050 2534 1861 1450
is_linear=0
shrinkage=0.1


Tree=9009
num_leaves=8
num_cat=0
split_feature=50 133 49 16 52 4 16
split_gain=1.17103e-05 2.85178e-05 3.96375e-05 6.65112e-05 4.64652e-05 4.51796e-05 3.53774e-05
threshold=0.086465000000000014 0.087615000000000012 -0.006494999999999999 -0.057604999999999996 -0.069134999999999988 0.25367000000000006 -0.092014999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=9.0183712970333231e-05 -0.00020079300953395834 -0.00026822948863354382 -0.00038339562862972772 0.00011882957355786677 0.00063758538431523857 0.00019697674990757789 -0.00041791089491122506
leaf_weight=0.0011025118054757976 0.0010106838291867324 0.0011097574573490912 0.0010325832503246665 0.0013402644981380797 0.0013153173997654055 0.0010301779860028746 0.001009067494751676
leaf_count=175 715 744 707 531 438 233 367
internal_value=0 2.32984e-05 7.06672e-05 0.000170595 0.000375771 -9.35478e-05 -0.000152621
internal_weight=0 0.00793968 0.00682992 0.00471834 0.00265558 0.00206276 0.00211158
internal_count=3910 3195 2451 1909 969 940 542
is_linear=0
shrinkage=0.00196078


Tree=9010
num_leaves=7
num_cat=0
split_feature=0 3 12 52 12 16
split_gain=1.49727e-05 5.08449e-05 2.73216e-05 3.77729e-05 2.46398e-05 2.02433e-05
threshold=-0.060094999999999989 -0.089974999999999986 0.088325000000000015 0.048490000000000012 0.051320000000000005 -0.074204999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -2 -3
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.00044427305186901382 0.00034213745184091593 -0.00032594778304092799 0.00030271470493718988 0.00027595274383547194 -3.4929225784594042e-05 -8.0627449585389007e-06
leaf_weight=0.0010809709723944788 0.0011085283425587716 0.0014541918670172374 0.0010676837584710011 0.0010301017060555602 0.0016701126876300383 0.001637455624290958
leaf_count=585 336 355 1109 480 370 675
internal_value=0 -5.74088e-05 2.31759e-05 -4.92348e-05 0.0001155 -0.000157584
internal_weight=0 0.0062704 0.00518943 0.00412175 0.00277864 0.00309165
internal_count=3910 3204 2619 1510 706 1030
is_linear=0
shrinkage=0.00196078


Tree=9011
num_leaves=7
num_cat=0
split_feature=0 3 15 1 3 4
split_gain=9.9684e-06 4.81398e-05 2.52959e-05 6.91655e-05 4.86905e-05 2.38961e-05
threshold=-0.060094999999999989 -0.089974999999999986 -0.0058549999999999991 0.094485000000000013 0.11818000000000002 -0.34687499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=-0.022139674093297167 -0.0047215458114514041 -0.023116900128755669 0.011729308011881316 0.023268936835513732 -0.0075420254570096939 0.014438213756116961
leaf_weight=0.0010144904956391329 0.0012687988297698954 0.0011445954137496149 0.0016818569305007531 0.0010062032855052059 0.0010461785569285495 0.0013367751188876173
leaf_count=585 282 955 1122 369 173 424
internal_value=0 -0.00231957 0.00180176 -0.00342089 0.0075634 0.00510826
internal_weight=0 0.00589332 0.00487883 0.00319698 0.00205238 0.00260557
internal_count=3910 3204 2619 1497 542 706
is_linear=0
shrinkage=0.1


Tree=9012
num_leaves=6
num_cat=0
split_feature=0 43 13 2 4
split_gain=9.20531e-06 2.86199e-05 2.51611e-05 4.38999e-05 2.83361e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.057284999999999996 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012898083742712847 0.0062066234651971357 0.011521979041834102 -0.0066576080881429467 -0.020550219049415269 0.016501417175977948
leaf_weight=0.0017155018163082306 0.0018461894408782174 0.0017986417071701659 0.0010634473149297278 0.0010037978714324855 0.0010499317364729176
leaf_count=1184 446 1167 698 184 231
internal_value=0 -0.00177728 0.00210362 -0.00333087 0.00484785
internal_weight=0 0.00663132 0.00491582 0.00311718 0.00211338
internal_count=3910 3464 2280 1113 929
is_linear=0
shrinkage=0.1


Tree=9013
num_leaves=7
num_cat=0
split_feature=13 16 12 0 2 3
split_gain=8.8674e-06 2.83801e-05 4.00533e-05 4.13957e-05 2.98798e-05 2.4448e-05
threshold=0.11202500000000001 0.10994000000000002 0.090965000000000018 -0.084304999999999977 0.089910000000000004 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.01152047207686647 0.0076769681367468458 -0.013055779148645922 -0.015473924778410635 0.023451269337902536 0.018521804350508101 -0.0025201698654266419
leaf_weight=0.0012527900440541828 0.0012676578184480083 0.0016176172183363698 0.0010632673335988392 0.0010539573444005323 0.0010848693319813717 0.0011245052740781972
leaf_count=927 288 607 851 740 329 168
internal_value=0 -0.00139342 0.00198781 0.00609897 0.000816559 0.00781207
internal_weight=0 0.00719701 0.00557939 0.00451612 0.00346216 0.00220937
internal_count=3910 3622 3015 2164 1424 497
is_linear=0
shrinkage=0.1


Tree=9014
num_leaves=7
num_cat=0
split_feature=43 15 4 1 13 52
split_gain=1.36796e-05 3.01626e-05 5.1325e-05 1.86492e-05 3.98677e-05 3.47622e-05
threshold=-0.057994999999999998 -0.052074999999999989 -0.084009999999999987 0.11684000000000001 -0.0041499999999999983 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.00034385043766153368 -0.00034447963172441461 0.0002682723240098585 -0.00035206884247922633 0.00018082729994959779 -0.00021066912721160716 0.00021780680714656838
leaf_weight=0.0012035097282612609 0.00178519793074681 0.0010084892848975274 0.0010431993101941957 0.0010052190008677979 0.0013132870717048272 0.0016333631585111852
leaf_count=845 1183 308 621 289 319 345
internal_value=0 9.74132e-05 -4.71457e-05 -6.17223e-05 -0.000113249 2.68402e-05
internal_weight=0 0.0032552 0.00205169 0.00573707 0.00473185 0.00294665
internal_count=3910 1774 929 2136 1847 664
is_linear=0
shrinkage=0.00196078


Tree=9015
num_leaves=7
num_cat=0
split_feature=11 2 3 52 4 0
split_gain=3.33523e-05 2.18533e-05 5.18134e-05 3.70291e-05 5.53225e-05 2.08207e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.016565000000000003 0.0057500000000000008 -0.14136999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.0001874511700466235 -0.00034056286138721539 0.00046353975101843164 -0.00017246712292294866 -0.00038768761475075107 0.00031472706556041511 0.00019249534041937758
leaf_weight=0.0018666969566197139 0.0010219902712661653 0.001289768078115558 0.0014493071991904336 0.0010122877487451711 0.0015386077067747175 0.0010267261534711203
leaf_count=1202 304 740 151 998 290 225
internal_value=0 3.51219e-05 0.000144867 -5.8431e-05 3.94464e-05 -2.11297e-05
internal_weight=0 0.00818339 0.0037658 0.00441759 0.0034053 0.00247603
internal_count=3910 3606 1116 2490 1492 376
is_linear=0
shrinkage=0.00196078


Tree=9016
num_leaves=7
num_cat=0
split_feature=50 4 12 3 12 52
split_gain=1.77467e-05 3.24321e-05 2.82705e-05 3.69639e-05 3.51833e-05 2.64678e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 0.10666500000000002 0.086935000000000012 -0.0025949999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00032393051698847508 -0.00024904817877874493 0.00033806670102845104 -0.00012890910989531664 0.00031099153049509007 -0.00026318248083476972 0.00026868994832238326
leaf_weight=0.0010194268551774978 0.0010024104262322019 0.0011139632627396173 0.0011674956524806402 0.0013752928430601288 0.0018536174706139589 0.0014347732230855896
leaf_count=280 715 396 451 133 1499 436
internal_value=0 2.77785e-05 -2.26769e-05 2.99893e-05 -5.6741e-05 9.0309e-05
internal_weight=0 0.00796457 0.00685061 0.00583118 0.00445589 0.00260227
internal_count=3910 3195 2799 2519 2386 887
is_linear=0
shrinkage=0.00196078


Tree=9017
num_leaves=8
num_cat=0
split_feature=11 2 52 1 3 15 0
split_gain=3.21032e-05 2.03245e-05 3.72142e-05 2.71102e-05 3.55583e-05 9.02722e-05 2.31734e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.015039999999999998 0.095575000000000007 0.084925000000000014 1.0000000180025095e-35 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00070192286006908388 -0.00033667788022234197 0.00046470530537391999 -0.00019752382124881576 0.00015400632868056469 0.00014214847234467694 0.00011508933799614779 0.00019982163494403605
leaf_weight=0.001063567151328869 0.0010050417796162404 0.0010200962221239783 0.001061459754587827 0.0016841553788909157 0.001035507634000077 0.0010172405187588304 0.001204828337332015
leaf_count=910 304 419 187 466 133 1091 400
internal_value=0 3.48997e-05 0.000153704 -4.64334e-05 -0.000154757 -0.000302512 1.37172e-05
internal_weight=0 0.00808685 0.00328638 0.00480047 0.00311632 0.00208081 0.00226629
internal_count=3910 3606 1006 2600 2134 2001 587
is_linear=0
shrinkage=0.00196078


Tree=9018
num_leaves=7
num_cat=0
split_feature=3 39 3 4 0 43
split_gain=8.45645e-06 2.42442e-05 2.69319e-05 4.49047e-05 2.4456e-05 1.61154e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.06402999999999999 -0.079109999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.01327765767867628 0.0077895891380070741 0.012615847912249598 -0.0261139881204084 -0.00073294880513782249 0.013441061561394275 0.0044283328225865641
leaf_weight=0.001008344617791701 0.0011850039534102392 0.0010665445499789556 0.0011475594679777987 0.0017756511957443765 0.0012598032208789686 0.0010486283134035009
leaf_count=901 239 424 490 307 330 1219
internal_value=0 -0.00131733 -0.00369881 -0.0106967 0.00246876 -0.00425129
internal_weight=0 0.00730653 0.00623999 0.00292321 0.00331678 0.00205697
internal_count=3910 3671 3247 797 2450 2120
is_linear=0
shrinkage=0.1


Tree=9019
num_leaves=7
num_cat=0
split_feature=52 12 52 160 49 4
split_gain=7.95128e-06 2.27579e-05 3.39675e-05 3.09748e-05 4.02739e-05 8.02753e-05
threshold=0.11401500000000002 0.097345000000000015 0.071660000000000015 -0.026849999999999995 -0.047894999999999993 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.0097361791441213357 -0.0079044955766357367 0.012105944656575265 0.014811699014284863 0.0061527054875890035 -0.035061806393994754 0.00014038938301333249
leaf_weight=0.0010789179354712746 0.0011169940720547455 0.0015076728639911432 0.0010301225277107974 0.0011428286830938196 0.001219946451354037 0.001381266541416743
leaf_count=531 647 532 591 282 930 397
internal_value=0 0.00115017 -0.00167189 -0.00519258 -0.00949459 -0.0163691
internal_weight=0 0.00736076 0.00585308 0.00482296 0.00374404 0.00260121
internal_count=3910 3263 2731 2140 1609 1327
is_linear=0
shrinkage=0.1


Tree=9020
num_leaves=7
num_cat=0
split_feature=52 160 2 13 13 3
split_gain=8.31096e-06 3.0855e-05 2.07195e-05 1.81711e-05 3.21051e-05 2.78739e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 -0.16277999999999995 -0.077154999999999987 -0.00088499999999999983
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0021381364093881537 -0.018030991108211981 -0.010700943611633609 0.015642717567805095 0.019597313995637144 -0.010134219894277373 0.010851076213402915
leaf_weight=0.0017848981389263143 0.0010166307876280038 0.0010025691599764896 0.0010355804956488303 0.0010151046506187353 0.0015155904235974709 0.0010868344344509434
leaf_count=694 924 127 496 484 1055 130
internal_value=0 -0.00225875 0.00439037 0.00121185 0.00451339 -0.00137026
internal_weight=0 0.00563673 0.00282048 0.0046201 0.00361753 0.00260242
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=9021
num_leaves=6
num_cat=0
split_feature=0 43 160 4 1
split_gain=7.65383e-06 1.5186e-05 2.16373e-05 4.16514e-05 5.89047e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 0.041025000000000006 -1.0000000180025095e-35 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0090666113455425117 0.006171188378809981 0.01818824881530241 -0.011624974640480318 -0.01800616328514916 0.012971318563339952
leaf_weight=0.0019098780111934405 0.001607770169810935 0.0014586034394465847 0.0010084910254799014 0.0012791432369785671 0.0011802092414010415
leaf_count=1214 394 1276 286 450 290
internal_value=0 -0.001497 0.00143758 0.00479991 -0.0031405
internal_weight=0 0.00683632 0.00492645 0.00391796 0.00245935
internal_count=3910 3516 2302 2016 740
is_linear=0
shrinkage=0.1


Tree=9022
num_leaves=6
num_cat=0
split_feature=1 2 48 0 13
split_gain=8.08851e-06 2.14812e-05 1.41774e-05 2.74038e-05 2.2439e-05
threshold=0.076710000000000014 0.096540000000000015 0.086215000000000014 -0.10575999999999998 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.01424290965943165 0.014285318734177939 0.0037750698853384044 -0.0051123097010695034 0.0082135197564476986 -0.012715499411561205
leaf_weight=0.0012357572786808341 0.0018584446325328975 0.0014243139164879948 0.001861691964888691 0.0010024763740954456 0.0010476331139624121
leaf_count=1452 362 556 405 730 405
internal_value=0 -0.00459533 0.00206986 0.00549082 -0.00248149
internal_weight=0 0.00266007 0.00577025 0.00390855 0.00205011
internal_count=3910 2008 1902 1497 1135
is_linear=0
shrinkage=0.1


Tree=9023
num_leaves=7
num_cat=0
split_feature=13 16 12 0 2 3
split_gain=8.62955e-06 2.92857e-05 3.35324e-05 3.52127e-05 2.38075e-05 2.24618e-05
threshold=0.11202500000000001 0.10994000000000002 0.090965000000000018 -0.084304999999999977 0.089910000000000004 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.010080626430169175 0.0075822597492035603 -0.013269733844530097 -0.013978844456416385 0.021940059583969038 0.017531378737211761 -0.0026526835096079928
leaf_weight=0.0012463415186701942 0.0012654618718145822 0.0016057208462400569 0.0010550908123160381 0.0010422529662034701 0.0010780419735679319 0.0011285155874320373
leaf_count=927 288 607 851 740 329 168
internal_value=0 -0.00137609 0.00206481 0.00583054 0.000967901 0.0072085
internal_weight=0 0.00715596 0.00555024 0.00449515 0.0034529 0.00220656
internal_count=3910 3622 3015 2164 1424 497
is_linear=0
shrinkage=0.1


Tree=9024
num_leaves=6
num_cat=0
split_feature=52 160 4 16 0
split_gain=8.3365e-06 2.87281e-05 1.87154e-05 1.4316e-05 2.85138e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0046168589179777812 -0.017552379901338153 -0.0061174902015493351 0.011806197095593701 -0.0077638769138868649 0.012688673831321721
leaf_weight=0.0012603902720331821 0.001006918614251214 0.0014130074532758092 0.0015438208704115579 0.0013053230380195421 0.001877437607731406
leaf_count=807 924 263 383 260 1273
internal_value=0 -0.00225428 0.00442463 0.00109748 0.00461279
internal_weight=0 0.00560269 0.00280421 0.00459577 0.00329045
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=9025
num_leaves=6
num_cat=0
split_feature=0 52 150 48 4
split_gain=8.81618e-06 2.46666e-05 2.8186e-05 4.38172e-05 3.62097e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.084800000000000014 0.085090000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.015567399056073178 0.0061286568044056 0.014810597827229972 0.016163684047362428 -0.019589912139410394 -0.0060071380046190434
leaf_weight=0.0010772040149718016 0.001823338748565999 0.0015073443851891027 0.0010002861235190973 0.0011147283919870181 0.0018746300293928115
leaf_count=597 446 1491 366 389 621
internal_value=0 -0.00173023 0.000981335 -0.00239596 0.00327132
internal_weight=0 0.00657419 0.00549699 0.0044967 0.00338197
internal_count=3910 3464 2867 2501 2112
is_linear=0
shrinkage=0.1


Tree=9026
num_leaves=7
num_cat=0
split_feature=50 133 13 15 47 2
split_gain=2.74017e-05 4.7052e-05 6.4682e-05 6.73718e-05 4.83236e-05 4.56212e-05
threshold=0.086465000000000014 0.087615000000000012 0.00079000000000000012 1.0000000180025095e-35 0.077065000000000008 0.097940000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=2.2351150131654612e-05 -0.00031228676570240111 -0.00034350408186258036 0.00041233094379890907 -0.0004732236625811856 -0.00018912050097934097 0.00052830472553972861
leaf_weight=0.0015869117522269683 0.0010225899678354038 0.0011320679098856369 0.0017662368197664986 0.0010220218867795323 0.0015703323625620813 0.0012058171040021019
leaf_count=535 715 744 514 740 309 353
internal_value=0 2.79216e-05 8.6719e-05 -2.00775e-05 8.60694e-05 0.000240807
internal_weight=0 0.00828339 0.00715132 0.00538508 0.00436306 0.00279273
internal_count=3910 3195 2451 1937 1197 888
is_linear=0
shrinkage=0.00196078


Tree=9027
num_leaves=6
num_cat=0
split_feature=1 42 0 2 3
split_gain=2.1515e-05 2.69843e-05 2.78318e-05 5.88366e-05 2.4215e-05
threshold=0.10113500000000002 0.086700000000000013 0.039665000000000006 0.084235000000000018 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.00024979059757942887 0.00027231702052392577 -0.00036958558279733878 0.0002398881418586436 -0.00031929935085766231 -4.437309559781332e-05
leaf_weight=0.0010874731385550347 0.0017933533799646931 0.0010388419708265567 0.0011724780169010043 0.0019525650801941552 0.0019243455799901874
leaf_count=421 667 1094 135 1273 320
internal_value=0 -8.65471e-05 -1.67474e-05 -0.000115726 0.000108393
internal_weight=0 0.00525136 0.00421252 0.00304004 0.0037177
internal_count=3910 2923 1829 1694 987
is_linear=0
shrinkage=0.00196078


Tree=9028
num_leaves=6
num_cat=0
split_feature=0 4 43 0 15
split_gain=1.39196e-05 2.13554e-05 2.56883e-05 3.24601e-05 2.47338e-05
threshold=1.0000000180025095e-35 -0.06272999999999998 -0.079374999999999987 -0.10462499999999998 -0.092459999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00024447254754593137 0.00015830461576924948 -0.00020706011491155205 -0.00014878536550506111 0.00035923052807474023 0.00022612370062735515
leaf_weight=0.0015351824817751072 0.001692607798247525 0.0014706262514212736 0.0019325493119689463 0.0012481850029578611 0.0010409720699027284
leaf_count=1308 394 931 290 785 202
internal_value=0 -3.9236e-05 1.61149e-05 9.38577e-05 -1.7537e-05
internal_weight=0 0.00722752 0.00569233 0.00422171 0.00297352
internal_count=3910 3516 2208 1277 492
is_linear=0
shrinkage=0.00196078


Tree=9029
num_leaves=7
num_cat=0
split_feature=50 15 16 48 133 4
split_gain=2.01746e-05 3.34033e-05 5.315e-05 3.71312e-05 7.66472e-05 4.26941e-05
threshold=0.086465000000000014 -0.16430499999999995 -0.30307999999999996 0.016865000000000002 1.0000000180025095e-35 -0.034289999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00036079556991693116 -0.00026697172707719534 -0.00042140539771295601 -0.00013677359928883592 0.00030237915437219398 -0.00051347858727012093 0.0003117189636267196
leaf_weight=0.0010045143803797214 0.001015494583519635 0.0010809408541774951 0.001534668852183332 0.0016394031216607737 0.0010212826717448044 0.0017427402497763602
leaf_count=400 715 304 926 469 747 349
internal_value=0 2.63683e-05 -2.14925e-05 5.13056e-05 -4.4447e-05 0.000101709
internal_weight=0 0.00802355 0.00701904 0.00593809 0.00429869 0.00327741
internal_count=3910 3195 2795 2491 2022 1275
is_linear=0
shrinkage=0.00196078


Tree=9030
num_leaves=7
num_cat=0
split_feature=11 48 2 3 12 2
split_gain=3.5032e-05 2.39384e-05 3.32069e-05 3.12041e-05 5.27953e-05 5.01005e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.11260500000000001 -0.015794999999999997 0.086935000000000012 0.092865000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00042053004515072524 -0.00034940288104695752 0.00028212227550542722 0.00029104319823678224 -1.690616308534358e-05 -0.00013065993177351933 -0.00055856994969485365
leaf_weight=0.0010619423767288323 0.0010087744448067466 0.0012978736353902011 0.0011800803440123082 0.0017785122162309152 0.0018015573598378558 0.0010406533628872473
leaf_count=799 304 337 471 331 1502 166
internal_value=0 3.79206e-05 -8.26256e-06 -7.04173e-05 7.37515e-05 -0.000216853
internal_weight=0 0.00816062 0.00686275 0.00568267 0.0028635 0.00281917
internal_count=3910 3606 3269 2798 2301 497
is_linear=0
shrinkage=0.00196078


Tree=9031
num_leaves=6
num_cat=0
split_feature=1 3 2 12 3
split_gain=1.01376e-05 2.0362e-05 2.14198e-05 1.9429e-05 1.62534e-05
threshold=0.10305000000000002 -0.115685 0.084065000000000015 0.085185000000000025 0.11265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.0094253057670704715 0.010213038695842603 0.0060859256339023948 -0.018679364229081889 -0.0024182128037873833 -0.0037661281003388866
leaf_weight=0.0010617353046591931 0.0019289154256242869 0.0010523401434007051 0.0014679544796304248 0.0014711063595078595 0.0014622242586714673
leaf_count=267 660 719 629 1365 270
internal_value=0 -0.00288262 -0.0061566 -0.0105401 0.00418537
internal_weight=0 0.00505314 0.0039914 0.00293906 0.00339114
internal_count=3910 2980 2713 1994 930
is_linear=0
shrinkage=0.1


Tree=9032
num_leaves=8
num_cat=0
split_feature=49 2 2 0 43 4 52
split_gain=1.30388e-05 2.73634e-05 3.65522e-05 2.92924e-05 4.0589e-05 4.17053e-05 3.25416e-05
threshold=0.10251500000000001 0.11260500000000001 0.10113500000000002 -0.077944999999999987 -0.0037249999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.00045720224883968093 0.0002027407925187477 0.00020062708312032455 -0.00042573365996386022 -8.4445360773360224e-05 0.00028724908756865702 -0.000265309893342596 0.00040574759303544766
leaf_weight=0.0010485528845294535 0.0010330829042609216 0.001561502826950327 0.0010371962176145425 0.0010545242245611753 0.001066375237278332 0.001034748600337291 0.0010284931299477738
leaf_count=1310 408 500 344 301 387 241 419
internal_value=0 -3.16221e-05 -8.94633e-05 -2.28096e-05 -0.000142114 1.51282e-05 0.000157588
internal_weight=0 0.00783139 0.00626989 0.00523269 0.00314968 0.00210112 0.00208302
internal_count=3910 3502 3002 2658 1938 628 720
is_linear=0
shrinkage=0.00196078


Tree=9033
num_leaves=6
num_cat=0
split_feature=4 151 16 2 0
split_gain=9.6799e-06 1.60313e-05 3.67298e-05 3.14592e-05 4.87473e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.089864999999999987 0.106285 -0.032484999999999993
decision_type=2 2 2 2 2
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leaf_weight=0.001291662950771 0.0012775770562086057 0.0018286462138450811 0.0019348091817535198 0.001051402608366293 0.0010595867661214969
leaf_count=562 441 706 1603 406 192
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internal_weight=0 0.00716611 0.00587444 0.0040458 0.0029944
internal_count=3910 3469 2907 2201 1795
is_linear=0
shrinkage=0.1


Tree=9034
num_leaves=7
num_cat=0
split_feature=11 3 3 52 52 2
split_gain=3.39917e-05 3.1727e-05 3.51564e-05 3.71094e-05 2.53818e-05 3.91759e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.075954999999999981 -0.081429999999999989 0.10433000000000002 0.106035
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010308612504291255 0.0010292971346485885 0.0015024266290771422 0.0014118061162702511 0.0018301689766042316 0.0010793669128461338 0.001339590730340897
leaf_count=222 304 1890 395 419 367 313
internal_value=0 -4.21434e-05 -8.84276e-05 -1.76613e-05 -0.000109171 -0.000197603
internal_weight=0 0.00819422 0.00716336 0.00566093 0.00424913 0.00316976
internal_count=3910 3606 3384 1494 1099 732
is_linear=0
shrinkage=0.00196078


Tree=9035
num_leaves=7
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split_feature=1 42 0 457 15 3
split_gain=1.27545e-05 3.35931e-05 2.71522e-05 2.34013e-05 2.72757e-05 5.32252e-05
threshold=0.12864500000000004 0.091955000000000023 -0.060094999999999989 0.041935000000000007 0.079360000000000014 0.090325000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00018945065442659383 0.00018525335903920735 -0.00036644820961925605 0.00021891487163256136 0.00019311953151414943 -0.00040809413333045991 -0.00035771539026789302
leaf_weight=0.0016752027997149659 0.0011538746291430554 0.0010248531359323002 0.0018241890374836771 0.001086029768564404 0.001017731284232088 0.0011545818583129121
leaf_count=1027 331 738 417 275 985 137
internal_value=0 -3.56505e-05 1.4517e-05 -6.10595e-05 -0.000132806 -3.37988e-05
internal_weight=0 0.00778259 0.00675773 0.00493355 0.00384752 0.00282978
internal_count=3910 3579 2841 2424 2149 1164
is_linear=0
shrinkage=0.00196078


Tree=9036
num_leaves=8
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split_feature=11 13 39 0 16 1 0
split_gain=3.08494e-05 2.25762e-05 5.46131e-05 4.11056e-05 6.58142e-05 3.29191e-05 3.61759e-05
threshold=1.0000000180025095e-35 -0.23438999999999996 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 0.08844500000000001 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 6 -8
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leaf_weight=0.0011302151019882281 0.0010301266166465222 0.0012339929935184404 0.0010915320616515659 0.001102341547719668 0.0011461157297721048 0.0014890348453394653 0.0010312354237212761
leaf_count=200 304 1596 406 345 513 154 392
internal_value=0 3.5008e-05 -5.99624e-06 -7.93579e-05 -2.40063e-06 -0.000127953 5.23176e-07
internal_weight=0 0.00822447 0.00709425 0.00600272 0.00490038 0.00375426 0.00252027
internal_count=3910 3606 3406 3000 2655 2142 546
is_linear=0
shrinkage=0.00196078


Tree=9037
num_leaves=7
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split_feature=11 43 15 13 3 52
split_gain=4.28693e-05 2.14494e-05 5.17823e-05 3.09982e-05 3.62866e-05 7.02468e-05
threshold=1.0000000180025095e-35 -0.062599999999999989 -0.053579999999999996 -0.09547499999999999 0.0048550000000000008 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.00053674012715841061 -0.00038715468439186584 0.00019671601006322444 -1.5666701551690736e-05 -0.00043113332495816643 -0.00034729035806614286 0.00029912605621479409
leaf_weight=0.001005036726039977 0.001007747188525812 0.0015843855469972606 0.0018594902508905101 0.0010917449099261197 0.0012207369294295217 0.001373635577355971
leaf_count=792 304 336 867 1244 203 164
internal_value=0 4.1578e-05 0.000178149 -3.26484e-05 -0.000131235 -5.03396e-06
internal_weight=0 0.00813503 0.00286453 0.0052705 0.00368612 0.00259437
internal_count=3910 3606 1659 1947 1611 367
is_linear=0
shrinkage=0.00196078


Tree=9038
num_leaves=7
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split_feature=11 43 2 3 15 47
split_gain=3.15261e-05 2.90425e-05 5.45789e-05 2.72595e-05 2.46093e-05 2.78505e-05
threshold=1.0000000180025095e-35 -0.057994999999999998 0.093815000000000009 -0.055684999999999991 -0.038029999999999987 0.077735000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-1.3738021566247529e-05 -0.00033926430174006065 -0.00034686470537902776 0.0005471454174041403 5.9186568487744732e-05 0.00017497289870755962 -0.00035829469775339309
leaf_weight=0.0019525687209155595 0.0010452151577774 0.0010518386039442803 0.0010131101618555574 0.0014116412976256736 0.0018684826571448826 0.0010877492305642151
leaf_count=1150 304 1202 521 302 289 142
internal_value=0 2.18711e-05 0.000177866 -6.34898e-05 4.75042e-06 -0.000122504
internal_weight=0 0.00838539 0.00296568 0.00541971 0.00436787 0.00249939
internal_count=3910 3606 1671 1935 733 444
is_linear=0
shrinkage=0.00196078


Tree=9039
num_leaves=7
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split_feature=50 133 16 52 15 2
split_gain=2.12263e-05 3.06707e-05 4.44147e-05 0.000106033 2.89005e-05 5.80427e-05
threshold=0.086465000000000014 0.087615000000000012 -0.013279999999999998 -0.07125999999999999 -0.106555 0.090815000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00015767315651749918 -0.00027487752675858638 -0.00027536093724093785 -5.0664311523414169e-05 0.0007067284036777993 8.8557508195212745e-05 -0.00051499678997078387
leaf_weight=0.001472328228129878 0.0010031402906707293 0.0011058269171952328 0.0017394408344071543 0.0012015555312412751 0.0013296832847920007 0.0011359285617069627
leaf_count=354 715 744 624 417 703 353
internal_value=0 2.77334e-05 7.64575e-05 0.000258771 -5.97011e-05 -0.000189505
internal_weight=0 0.00798476 0.00687894 0.002941 0.00393794 0.00246561
internal_count=3910 3195 2451 1041 1410 1056
is_linear=0
shrinkage=0.00196078


Tree=9040
num_leaves=7
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split_feature=50 133 16 52 4 15
split_gain=1.02523e-05 2.64753e-05 3.94869e-05 9.18248e-05 3.06462e-05 4.33175e-06
threshold=0.082310000000000008 0.087330000000000019 -0.013279999999999998 -0.07125999999999999 0.17888000000000001 -0.075094999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0069206987878392386 -0.0096011920662760365 -0.013542266328493664 -0.0026080118677020937 0.03458313746646003 0.0067596644825462324 -0.016196859911894023
leaf_weight=0.0010128999122396012 0.0010096246590917532 0.0010561227340952816 0.0016209670129570266 0.0011243384756431198 0.0016805066373033022 0.0010008374123248677
leaf_count=311 747 761 611 409 375 696
internal_value=0 0.001133 0.00353983 0.0126236 -0.0032106 -0.011531
internal_weight=0 0.00749567 0.00643955 0.00274531 0.00369424 0.00201374
internal_count=3910 3163 2402 1020 1382 1007
is_linear=0
shrinkage=0.1


Tree=9041
num_leaves=7
num_cat=0
split_feature=3 39 2 48 3 1
split_gain=1.01136e-05 2.50451e-05 2.50464e-05 2.95113e-05 2.965e-05 5.93441e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.08844500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.013569379289894566 0.0084404768765328365 0.012615285461423827 -0.016534005354924799 0.01127851809929988 -0.018263059140253259 0.018710434877965618
leaf_weight=0.0012614995275249106 0.0011858124997366761 0.001070233431692263 0.0012604722025070089 0.0014459832709103316 0.0012237269310754078 0.0010382792106426596
leaf_count=1516 239 424 354 398 478 501
internal_value=0 -0.00151652 -0.0039442 -0.000750894 -0.00568755 0.00100396
internal_weight=0 0.00730019 0.00622996 0.00496949 0.00352351 0.00229978
internal_count=3910 3671 3247 2893 2495 2017
is_linear=0
shrinkage=0.1


Tree=9042
num_leaves=8
num_cat=0
split_feature=11 16 47 2 16 2 4
split_gain=4.75703e-05 3.32488e-05 3.6203e-05 3.33978e-05 0.000108885 4.97926e-05 2.26747e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.10783500000000001 0.106285 0.15100500000000003 0.089785000000000018 -0.026614999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00026882190693171309 -0.00040635912361103381 0.00015198363725548141 0.00043030778455343448 0.00027121603568618698 -0.00058723768013861492 0.00044266375373411059 -0.00024013923790987534
leaf_weight=0.0011704060627198039 0.0010420959306058778 0.0010849508110477213 0.0010172351469175675 0.0016415293547359378 0.0011163715549062829 0.0011863022545488136 0.0011875475091794156
leaf_count=371 304 1015 184 541 241 592 662
internal_value=0 3.77874e-05 8.73949e-05 3.12842e-05 -5.48011e-05 0.00011705 -5.29294e-05
internal_weight=0 0.00840434 0.00723394 0.0062167 0.00457517 0.0034588 0.0022725
internal_count=3910 3606 3235 3051 2510 2269 1677
is_linear=0
shrinkage=0.00196078


Tree=9043
num_leaves=7
num_cat=0
split_feature=11 43 15 3 49 2
split_gain=2.89197e-05 1.97541e-05 5.9356e-05 2.85056e-05 3.07329e-05 2.85732e-05
threshold=1.0000000180025095e-35 -0.057994999999999998 -0.053579999999999996 -1.0000000180025095e-35 -0.006494999999999999 0.10362500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.00054825966350100105 -0.00031489838838294227 -0.00028805625785529356 -4.1313260558098063e-05 -0.00019937494757527637 0.00040467722876710372 -6.506408376277842e-06
leaf_weight=0.0010077997980187032 0.0010292069189682665 0.0013116118535875911 0.0018835327889962247 0.0013212284127163934 0.0011209089743255156 0.001545790853244008
leaf_count=796 304 1332 875 208 185 210
internal_value=0 3.3822e-05 0.000164188 -3.73031e-05 4.51686e-05 0.000166329
internal_weight=0 0.00819087 0.00289133 0.00529954 0.00398793 0.0026667
internal_count=3910 3606 1671 1935 603 395
is_linear=0
shrinkage=0.00196078


Tree=9044
num_leaves=7
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split_feature=11 3 47 13 52 52
split_gain=5.82452e-05 3.02633e-05 3.4799e-05 3.57737e-05 8.11822e-05 4.02222e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09252500000000001 -0.0043499999999999988 -0.010284999999999997 0.0074400000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00034067347615733876 -0.00045147695605965828 0.00010058672006053218 -0.00025357013826805309 -0.00013727737122938978 0.00047598032947334621 -0.00040206076998040001
leaf_weight=0.001154892773719704 0.0010140899414845519 0.0014876961465545317 0.0016321945427515442 0.001497500966861906 0.0018616388926129773 0.0010399027268985029
leaf_count=247 279 1263 371 348 462 940
internal_value=0 4.51513e-05 -2.40315e-07 6.99995e-05 0.000202591 -0.000106212
internal_weight=0 0.00867383 0.00751893 0.00588674 0.00335914 0.0025276
internal_count=3910 3631 3384 3013 810 2203
is_linear=0
shrinkage=0.00196078


Tree=9045
num_leaves=8
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split_feature=50 15 16 0 4 2 133
split_gain=2.00726e-05 2.65922e-05 5.20315e-05 4.55824e-05 4.475e-05 3.93108e-05 3.84565e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 0.08400500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00032590577529807095 -0.00026668742086147321 -0.00041303922596686553 6.2455623396459709e-06 -0.00034163507168165157 0.00058790507316009441 0.00027366162607813955 -0.00020961690081775029
leaf_weight=0.0010025644024407422 0.0010057049805399969 0.0010725181473430776 0.0010267131847238797 0.001328752472018671 0.0010075780946108576 0.0015229076932756088 0.0010833908033689669
leaf_count=413 715 298 218 559 82 901 724
internal_value=0 2.71291e-05 -1.54084e-05 5.60344e-05 0.00029434 -6.71615e-05 7.27715e-05
internal_weight=0 0.00804442 0.00704186 0.00596934 0.00203429 0.00393505 0.0026063
internal_count=3910 3195 2782 2484 300 2184 1625
is_linear=0
shrinkage=0.00196078


Tree=9046
num_leaves=7
num_cat=0
split_feature=11 13 39 457 43 15
split_gain=3.45664e-05 1.77361e-05 4.82874e-05 3.39964e-05 3.92832e-05 5.6433e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.074254999999999988 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00021088826103735225 -0.00035095424217026751 7.4161954149408799e-05 0.00037231524769859131 0.00023091235411546059 4.0220002804758505e-05 -0.00054385411975501675
leaf_weight=0.001713332633199339 0.001009906239503402 0.0016211299389417393 0.0010405084431809476 0.00102616784226435 0.0010515607220936603 0.001609372131778322
leaf_count=389 304 1057 387 200 203 1370
internal_value=0 3.38536e-05 -1.39227e-05 -8.96323e-05 -0.000166449 -0.000313037
internal_weight=0 0.00806207 0.00634874 0.00530823 0.00428206 0.00266093
internal_count=3910 3606 3217 2830 2630 1573
is_linear=0
shrinkage=0.00196078


Tree=9047
num_leaves=7
num_cat=0
split_feature=50 4 40 2 3 12
split_gain=9.27086e-06 2.43842e-05 2.92109e-05 3.02596e-05 3.65765e-05 1.69039e-05
threshold=0.082310000000000008 0.28937500000000005 -1.0000000180025095e-35 0.10869000000000002 -1.0000000180025095e-35 0.091405000000000014
decision_type=2 2 2 2 2 2
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leaf_value=-0.016769134775238399 -0.0091105648992407095 0.015168885252437892 -0.009938018738744385 -0.013243254415809655 0.016305093846983258 0.0063440782851156875
leaf_weight=0.0010185863085136601 0.0010141896228121278 0.0010553144437188142 0.0013568276981606329 0.001087674210234691 0.0018039870704264376 0.0012029352023375541
leaf_count=269 747 396 1246 372 222 658
internal_value=0 0.00107428 -0.00122467 0.00167978 0.00539937 -0.00228641
internal_weight=0 0.00752532 0.00647001 0.00545142 0.00436375 0.00255976
internal_count=3910 3163 2767 2498 2126 1904
is_linear=0
shrinkage=0.1


Tree=9048
num_leaves=6
num_cat=0
split_feature=0 47 4 0 1
split_gain=1.045e-05 2.7798e-05 2.27453e-05 3.12236e-05 3.35311e-05
threshold=-0.017269999999999997 0.09252500000000001 -0.06272999999999998 -0.15007499999999999 0.092385000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
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leaf_weight=0.0012776454208213144 0.0018456207000565137 0.0015779882561247948 0.0018079987199895245 0.0010019474965975868 0.0010143861888557005
leaf_count=1261 446 387 239 1107 470
internal_value=0 -0.00196211 0.00162548 0.00548474 0.0140409
internal_weight=0 0.00667997 0.00510198 0.00382433 0.00201633
internal_count=3910 3464 3077 1816 1577
is_linear=0
shrinkage=0.1


Tree=9049
num_leaves=7
num_cat=0
split_feature=3 39 2 48 3 1
split_gain=8.85321e-06 2.13776e-05 2.02225e-05 2.2676e-05 2.73484e-05 4.6162e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.085835000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.012468429963579646 0.0078931787210126791 0.011657559039898759 -0.014941858879283433 0.0097262209766492413 -0.017192067833141252 0.015802109438409127
leaf_weight=0.0011864728906116509 0.0011894150337746759 0.0010693658941624195 0.0012638236038603947 0.001455113861417973 0.0012239700422744062 0.0011254773434310572
leaf_count=1414 239 424 354 398 478 603
internal_value=0 -0.00140848 -0.00364233 -0.000781072 -0.00510507 0.00129391
internal_weight=0 0.00732422 0.00625486 0.00499103 0.00353592 0.00231195
internal_count=3910 3671 3247 2893 2495 2017
is_linear=0
shrinkage=0.1


Tree=9050
num_leaves=8
num_cat=0
split_feature=11 2 52 52 3 0 0
split_gain=2.88792e-05 2.7262e-05 5.39666e-05 5.5865e-05 5.21627e-05 3.48736e-05 2.22909e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.016565000000000003 -0.087094999999999992 0.0066850000000000008 -0.10575999999999998 -0.14136999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 -6
right_child=-2 4 -4 5 6 -7 -8
leaf_value=-0.00028729952719024038 -0.00031925399612432661 0.00047635644290860746 -0.00047023232432842117 0.00047286300674019967 -0.00016652562042920267 -2.2300747368320093e-05 0.00020997341042234061
leaf_weight=0.0012395218733229543 0.0010098836555866757 0.0012803535414948695 0.0010105828391685431 0.0011318114867532082 0.0014597710549731843 0.0010580279226141103 0.001032011728767707
leaf_count=465 304 740 998 118 151 909 225
internal_value=0 3.21215e-05 -7.20112e-05 4.53387e-05 0.00015469 0.000233623 -1.05925e-05
internal_weight=0 0.00821208 0.00443994 0.00342936 0.00377214 0.00218984 0.00249178
internal_count=3910 3606 2490 1492 1116 1027 376
is_linear=0
shrinkage=0.00196078


Tree=9051
num_leaves=6
num_cat=0
split_feature=151 4 16 16 12
split_gain=8.65972e-06 3.37188e-05 3.2548e-05 3.40784e-05 3.57126e-05
threshold=-0.0088999999999999982 0.25367000000000006 -0.089864999999999987 0.022165000000000004 0.091405000000000014
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0063726209645064815 -0.015168008145909788 0.01585060177244163 0.014140225979691454 -0.016908715293307078 0.0070515238181980333
leaf_weight=0.0017496598666529991 0.0013892061751404512 0.0013211908790547689 0.001563367022453523 0.0012206630028904395 0.0012685353788989087
leaf_count=684 625 415 1419 328 439
internal_value=0 0.00152031 -0.0019589 0.00256914 -0.00469819
internal_weight=0 0.00676296 0.00544177 0.00405257 0.0024892
internal_count=3910 3226 2811 2186 767
is_linear=0
shrinkage=0.1


Tree=9052
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 1
split_gain=9.7166e-06 2.28343e-05 3.32675e-05 8.04841e-05 1.99729e-05 6.8938e-06
threshold=0.082310000000000008 0.087330000000000019 -0.013279999999999998 -0.07125999999999999 0.17888000000000001 0.087800000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.003691463372789023 -0.0092903272648626571 -0.012507424805855222 -0.0025145470522068671 0.032350112132869188 0.0052540347983673708 -0.015382982328989228
leaf_weight=0.0010130010555931409 0.0010117016039516979 0.0010520374131772949 0.0016201667837642923 0.0011197317144571906 0.001677872190154217 0.0010043637686550902
leaf_count=790 747 761 611 409 375 217
internal_value=0 0.00115093 0.00338384 0.0117338 -0.00280739 -0.00951219
internal_weight=0 0.00748717 0.00643514 0.0027399 0.00369524 0.00201736
internal_count=3910 3163 2402 1020 1382 1007
is_linear=0
shrinkage=0.1


Tree=9053
num_leaves=5
num_cat=0
split_feature=0 2 49 49
split_gain=8.91072e-06 3.00818e-05 2.77924e-05 4.0097e-05
threshold=-0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.006494999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.012296308503971121 0.0060828777753296447 -0.0039796634652088598 -0.010872915813928356 0.017289251314846123
leaf_weight=0.001931439434428495 0.0018372535311100644 0.0017291002792662845 0.0011659387175067164 0.0018186897408049461
leaf_count=830 446 552 763 1319
internal_value=0 -0.00178538 0.00252144 0.00692334
internal_weight=0 0.00664517 0.00471373 0.00354779
internal_count=3910 3464 2634 1871
is_linear=0
shrinkage=0.1


Tree=9054
num_leaves=6
num_cat=0
split_feature=49 2 4 1 52
split_gain=1.05548e-05 4.19906e-05 4.10859e-05 5.43383e-05 2.85819e-05
threshold=0.010625000000000001 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.019133013644521475 0.0081472753827058694 0.01408432094839503 -0.0034232298084396896 -0.015055048189465818 0.017537750881430805
leaf_weight=0.0015706835505931906 0.0013188748788333024 0.001379750272637331 0.0011424079072925805 0.0015496656678573454 0.0015108848197009264
leaf_count=678 805 445 522 338 1122
internal_value=0 -0.00158842 -0.00533379 -0.000176898 0.00851274
internal_weight=0 0.00715339 0.00577364 0.00420296 0.00265329
internal_count=3910 3105 2660 1982 1644
is_linear=0
shrinkage=0.1


Tree=9055
num_leaves=7
num_cat=0
split_feature=52 16 2 0 0 52
split_gain=1.08226e-05 2.20476e-05 4.97574e-05 3.43172e-05 2.57396e-05 1.33408e-05
threshold=-0.081429999999999989 -0.110495 0.10705000000000002 -0.060094999999999989 -0.10071499999999999 -0.22901999999999997
decision_type=2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0022060107125958916 0.017032327530522251 -0.0045059964215372721 -0.0106561276205614 0.0060474754457082334 -0.025281347948475166 0.013589268326687687
leaf_weight=0.0010202240086425762 0.0014732174202860245 0.0012754101265603174 0.0011601054527309962 0.0012828006987063837 0.0011200822799463763 0.0011236566459056571
leaf_count=498 489 214 296 235 1705 473
internal_value=0 -0.00215102 0.00483423 -0.00715182 -0.0142201 0.00607265
internal_weight=0 0.00631162 0.00263332 0.00367829 0.00239549 0.00214388
internal_count=3910 2939 785 2154 1919 971
is_linear=0
shrinkage=0.1


Tree=9056
num_leaves=7
num_cat=0
split_feature=11 42 0 0 0 52
split_gain=3.1379e-05 3.12221e-05 4.78701e-05 4.42581e-05 5.66123e-05 3.17171e-05
threshold=1.0000000180025095e-35 0.086325000000000013 -0.017269999999999997 -0.083424999999999985 -0.14867499999999997 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0003532084556540074 -0.00032544041346132109 -0.0001948967664328873 0.00042029743882323717 -0.00034695399495375203 0.00036888609194045798 0.00011513861656559369
leaf_weight=0.0010308330209198649 0.001015895773790256 0.0017197622768241943 0.0014207362741001268 0.0010427745636347428 0.0017671221605552387 0.0012066998294233263
leaf_count=97 304 1388 231 759 966 165
internal_value=0 3.99205e-05 0.000102354 1.28602e-05 0.000106552 -0.000100629
internal_weight=0 0.00818793 0.00646817 0.00504743 0.00400466 0.00223753
internal_count=3910 3606 2218 1987 1228 262
is_linear=0
shrinkage=0.00196078


Tree=9057
num_leaves=7
num_cat=0
split_feature=1 12 2 151 3 16
split_gain=9.93283e-06 2.08264e-05 2.66116e-05 3.85725e-05 3.75809e-05 2.01357e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.075954999999999981 0.050115000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.021453649282241503 0.0088839886444296214 -0.013518265248584533 -0.010108316430643988 0.018521716570195908 0.0053500125714119225 0.0017849506173918063
leaf_weight=0.001059501897663402 0.0010827493191996026 0.0011849826363389462 0.0011268626468371838 0.001744246246932787 0.0010331992379583798 0.0012227282256534677
leaf_count=1062 331 522 404 893 296 402
internal_value=0 -0.00137329 0.00095299 0.0056422 -0.00822026 0.0116243
internal_weight=0 0.00737152 0.00618654 0.00409384 0.0020927 0.00296697
internal_count=3910 3579 3057 1699 1358 1295
is_linear=0
shrinkage=0.1


Tree=9058
num_leaves=7
num_cat=0
split_feature=15 43 42 43 151 0
split_gain=1.05135e-05 1.72916e-05 3.20202e-05 2.67075e-05 2.92776e-05 9.38163e-06
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.0016850000000000001 -0.0074049999999999993 -0.099864999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0074463625133752058 0.012366962184342712 0.01139097175857692 -0.01581486912403568 0.01577215986424883 -0.0016693551391726395 -0.014820465495850152
leaf_weight=0.0015667016293903803 0.0012314629985695465 0.0011381989374033724 0.0011241164711059846 0.0012080544786218345 0.0010583195569113764 0.001112818079885756
leaf_count=614 233 370 1204 302 194 993
internal_value=0 0.00163122 -0.000712244 0.00304592 -0.00159972 -0.00840997
internal_weight=0 0.00687297 0.00564151 0.00451739 0.00330934 0.00217114
internal_count=3910 3296 3063 1859 1557 1187
is_linear=0
shrinkage=0.1


Tree=9059
num_leaves=7
num_cat=0
split_feature=11 43 15 13 3 52
split_gain=4.3862e-05 2.33281e-05 4.0442e-05 2.38068e-05 2.51223e-05 6.26972e-05
threshold=1.0000000180025095e-35 -0.057994999999999998 -0.052074999999999989 -0.09547499999999999 0.0048550000000000008 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.00050429007639455823 -0.00039008487504713714 0.00016960803243911045 1.549288635510432e-05 -0.00037450287367802096 -0.00034307281039401642 0.00027049175578919082
leaf_weight=0.0010021715801993177 0.0010035915795697662 0.0015510368912560568 0.0018560357147550781 0.0010606312662196533 0.0012007254295395985 0.0013718818824589446
leaf_count=806 304 336 865 1232 203 164
internal_value=0 4.46561e-05 0.00018688 -3.37549e-05 -0.000120571 -1.58802e-05
internal_weight=0 0.00804248 0.00285821 0.00518428 0.00363324 0.00257261
internal_count=3910 3606 1671 1935 1599 367
is_linear=0
shrinkage=0.00196078


Tree=9060
num_leaves=6
num_cat=0
split_feature=160 42 43 2 0
split_gain=9.82022e-06 2.19487e-05 2.5297e-05 2.4394e-05 8.06969e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0065879620989915764 -0.010386026831057125 0.015239324958079989 -0.0081683237554160491 0.0013842717466985358 0.014052914181243124
leaf_weight=0.0018062680647198646 0.0012202670957735537 0.0015527128702244545 0.0018484489927905025 0.0010013081076803518 0.0010099357396251164
leaf_count=1218 882 604 722 134 350
internal_value=0 0.00172909 0.00446053 0.000124335 0.00774577
internal_weight=0 0.00663267 0.00541241 0.00385969 0.00201124
internal_count=3910 2692 1810 1206 484
is_linear=0
shrinkage=0.1


Tree=9061
num_leaves=8
num_cat=0
split_feature=11 3 47 12 16 1 3
split_gain=4.11869e-05 2.4104e-05 3.47935e-05 3.5082e-05 4.39066e-05 3.31433e-05 1.23961e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.086935000000000012 -0.083564999999999987 0.095825000000000007 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00031580067700793933 -0.00037118871039100974 0.0004532306775596689 -0.00017006750701633911 -0.00014539614981406686 -0.00024377849681646524 0.00025741823923888026 -0.00026650330449538937
leaf_weight=0.0010591007593295839 0.0010584305762283358 0.0014806937687956859 0.0010475856447088022 0.0017189782763302516 0.0010051202293892307 0.0010241339939586142 0.0010032554927196105
leaf_count=222 304 526 392 1480 618 257 111
internal_value=0 3.94179e-05 -7.91797e-07 8.41028e-05 0.000196499 9.16794e-06 -0.000217243
internal_weight=0 0.00833887 0.00727977 0.00522893 0.00350995 0.00202925 0.00205084
internal_count=3910 3606 3384 2881 1401 875 503
is_linear=0
shrinkage=0.00196078


Tree=9062
num_leaves=8
num_cat=0
split_feature=52 16 0 12 15 1 43
split_gain=8.75536e-06 1.81506e-05 3.08938e-05 2.76916e-05 2.54369e-05 1.34917e-05 1.34361e-05
threshold=-0.081429999999999989 -0.029944999999999996 -0.11756999999999999 0.086935000000000012 -0.11399999999999998 0.079945000000000016 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -3 -1
right_child=1 5 3 -5 -6 -7 -8
leaf_value=0.01309765523071595 0.0048546646258643845 -0.0016021408503851084 0.022403912737274604 -0.00056300442943794384 -0.01704348139550306 -0.017735030655334629 -0.0027523100555989334
leaf_weight=0.0011116427757436017 0.0010080735332394703 0.0010466929893715384 0.0010061904212333571 0.0010977113074290017 0.0011195930100312552 0.0010269843282875563 0.0010307330443664105
leaf_count=513 189 450 584 1144 209 363 458
internal_value=0 -0.00192758 0.00182833 0.0104209 -0.00666829 -0.00959192 0.00547197
internal_weight=0 0.00630525 0.00423157 0.0021039 0.00212767 0.00207368 0.00214238
internal_count=3910 2939 2126 1728 398 813 971
is_linear=0
shrinkage=0.1


Tree=9063
num_leaves=7
num_cat=0
split_feature=15 0 49 4 2 13
split_gain=8.88153e-06 1.85188e-05 4.80486e-05 2.48814e-05 2.15636e-05 1.83721e-05
threshold=-0.11739999999999999 -0.099864999999999995 -0.006494999999999999 -0.0021099999999999995 0.10113500000000002 -0.032264999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0068395831219547941 -0.0044217631178300985 -0.0014985060907020294 0.02255218790772523 -0.016066653844624395 -0.0096944547917237611 0.017244503140570612
leaf_weight=0.0015668172688107895 0.0014292300966626272 0.0010657977192418486 0.0012275792271767331 0.0010372214239202111 0.0010810582948743317 0.0010268231411626229
leaf_count=614 260 1090 282 559 362 743
internal_value=0 0.00150412 0.00804156 -0.00262058 0.00177387 0.00769846
internal_weight=0 0.00686771 0.00265681 0.0042109 0.00317368 0.00209262
internal_count=3910 3296 542 2754 2195 1833
is_linear=0
shrinkage=0.1


Tree=9064
num_leaves=7
num_cat=0
split_feature=11 42 0 13 0 2
split_gain=3.65397e-05 1.6186e-05 4.63465e-05 4.75624e-05 5.75131e-05 2.90944e-05
threshold=1.0000000180025095e-35 0.086325000000000013 -0.017269999999999997 -0.0030249999999999995 -0.10575999999999998 0.10705000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00030537139100435734 -0.00035616986296018051 -0.00012985883293786327 0.0004039248595312886 0.00025658330688703809 -0.0004714662117176738 -0.00018209695785507577
leaf_weight=0.0013848712485491277 0.0010054985340471204 0.0016925416788840077 0.0013784454479707497 0.0012705969269399475 0.0012037026620165215 0.0010713981536374935
leaf_count=1141 304 1388 231 158 575 113
internal_value=0 4.04056e-05 8.6083e-05 -2.77645e-06 -0.000123132 5.58992e-05
internal_weight=0 0.00800156 0.00630901 0.00493057 0.0035457 0.002342
internal_count=3910 3606 2218 1987 846 271
is_linear=0
shrinkage=0.00196078


Tree=9065
num_leaves=7
num_cat=0
split_feature=1 457 4 2 3 52
split_gain=9.60607e-06 2.09682e-05 2.34364e-05 4.50172e-05 3.97909e-05 2.28378e-05
threshold=0.12864500000000004 0.069705000000000003 -0.083329999999999987 0.091025000000000009 0.090325000000000003 0.084240000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.014787903925441576 0.0087695622990085383 0.011069208707825025 -0.019976943766821346 0.014418365332536083 -0.012948277571538587 -0.0052586887693685282
leaf_weight=0.0011010112898744782 0.001078599880797621 0.0011495264703327212 0.001796002883270744 0.0011266089054243777 0.0010054796376463785 0.0011745440310366947
leaf_count=471 331 313 1417 924 119 335
internal_value=0 -0.0013361 -0.00363479 -0.00831295 0.00151243 0.00444071
internal_weight=0 0.00735317 0.00620365 0.00392809 0.00213209 0.00227556
internal_count=3910 3579 3266 2460 1043 806
is_linear=0
shrinkage=0.1


Tree=9066
num_leaves=7
num_cat=0
split_feature=11 52 160 2 1 15
split_gain=2.9677e-05 1.88564e-05 2.79238e-05 2.66212e-05 2.14829e-05 3.08053e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -1.0000000180025095e-35 0.086915000000000006 0.10113500000000002 0.024640000000000006
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-4.3546265065928204e-05 -0.00032303161584108992 -0.00029119031757632731 -0.00020689613754116959 0.00039291833963096373 0.00022663209615757167 0.00019459213142510962
leaf_weight=0.0010029401626356549 0.0010100929140453305 0.0011975190395434113 0.0019010391319876916 0.0011571261392878205 0.0016250550068257564 0.0011976352863335689
leaf_count=300 304 965 396 543 393 1009
internal_value=0 3.34473e-05 -2.37591e-05 0.000190264 4.40377e-05 -5.17212e-05
internal_weight=0 0.00808131 0.00592125 0.00216007 0.00472373 0.00309867
internal_count=3910 3606 2763 843 1798 1405
is_linear=0
shrinkage=0.00196078


Tree=9067
num_leaves=8
num_cat=0
split_feature=11 3 1 15 4 15 0
split_gain=3.40849e-05 2.70686e-05 2.46529e-05 9.58352e-05 5.90608e-05 4.65114e-05 3.69064e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.094485000000000013 -0.0039399999999999991 0.053925000000000008 -0.106555 -0.082994999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -5
right_child=-2 2 4 6 5 -7 -8
leaf_value=0.00033264665902076263 -0.0003426668339492161 -0.00052198008292821314 0.00041988355725776063 0.00039990272754006334 0.0001984807569116299 -0.00039253115945869234 -0.0001026258402472195
leaf_weight=0.0010427880930090989 0.0010193988522503245 0.00139543190829718 0.0014212636708099413 0.0010525907765744393 0.0010125249629157856 0.0010355278157317574 0.0012052313571552487
leaf_count=222 304 1135 491 532 302 168 756
internal_value=0 3.7597e-05 -5.60003e-06 -0.000118016 0.000112776 -0.000100344 0.000131652
internal_weight=0 0.00816536 0.00712257 0.00365325 0.00346932 0.00204805 0.00225782
internal_count=3910 3606 3384 2423 961 470 1288
is_linear=0
shrinkage=0.00196078


Tree=9068
num_leaves=7
num_cat=0
split_feature=49 2 4 15 43 0
split_gain=1.49121e-05 2.65989e-05 4.02985e-05 5.30799e-05 7.72017e-05 3.56434e-05
threshold=0.10513500000000002 0.11260500000000001 -0.34687499999999999 -0.10192499999999999 -0.079109999999999986 -0.14293499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00044432067733785079 0.00022221837255457721 0.00019647892683265694 -0.00042235971142620796 -0.00028059501267781563 -1.8430321219365839e-05 0.00043456595468369222
leaf_weight=0.0010192932222921726 0.0010109722895188271 0.0015909436585898754 0.0010190602021163623 0.0015319641592306116 0.0010668488762206111 0.0017853805285086264
leaf_count=223 366 502 379 902 169 1369
internal_value=0 -3.04954e-05 -8.67197e-05 -1.92603e-05 7.4436e-05 0.000265127
internal_weight=0 0.00801349 0.00642255 0.00540325 0.00438419 0.00285223
internal_count=3910 3544 3042 2819 2440 1538
is_linear=0
shrinkage=0.00196078


Tree=9069
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 2
split_gain=1.00014e-05 2.21552e-05 1.30005e-05 4.18127e-05 6.08602e-05 2.3218e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 -0.0040999999999999986 0.096750000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.013326931280078266 0.012307456715033182 0.0049994087974246735 -0.012179834673265739 -0.016078391439805505 0.025964113415676011 0.005728551799384772
leaf_weight=0.0014721021214705674 0.0010579449501449487 0.0011952906297983583 0.0012517503676342597 0.0012001683758200549 0.0010732464969666223 0.001202108196154488
leaf_count=1913 450 95 785 263 201 203
internal_value=0 -0.00511468 0.00228685 4.42842e-05 0.00553035 0.0152733
internal_weight=0 0.00266739 0.00578522 0.00472727 0.00352711 0.00227535
internal_count=3910 2008 1902 1452 1189 404
is_linear=0
shrinkage=0.1


Tree=9070
num_leaves=7
num_cat=0
split_feature=47 159 15 0 0 13
split_gain=8.91312e-06 1.62624e-05 3.35248e-05 4.50415e-05 3.55568e-05 1.88766e-05
threshold=0.10436500000000001 0.073745000000000019 -0.10192499999999999 -0.082994999999999985 -0.13506999999999997 -0.012034999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.01912319350617454 0.0070740098983265061 0.010035588829795961 -0.0023775516113457382 -0.020322378053934373 0.020881329566802286 -0.0017358792264700826
leaf_weight=0.0011206660143412324 0.0014558348249899622 0.0010357540071386983 0.0013559310597543635 0.0010349185426322932 0.0012756114559764819 0.0011576442406360831
leaf_count=379 290 631 254 740 972 644
internal_value=0 -0.00152785 -0.00354254 7.69325e-05 0.00889694 -0.010509
internal_weight=0 0.00698053 0.00594477 0.00482411 0.00263154 0.00219256
internal_count=3910 3620 2989 2610 1226 1384
is_linear=0
shrinkage=0.1


Tree=9071
num_leaves=7
num_cat=0
split_feature=1 12 3 3 133 13
split_gain=8.97366e-06 2.01793e-05 5.40739e-05 1.86247e-05 2.38848e-05 4.70684e-05
threshold=0.10305000000000002 0.051320000000000005 0.12046500000000002 -0.115685 0.077945 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0090615054965270652 0.02512322921234458 -0.0061259213695572861 -0.0068404028649059912 -0.027983249161642739 0.0059828559817899736 -0.0010337657428588778
leaf_weight=0.0010620514823511482 0.0011107744673524377 0.0012494897202950973 0.0010109898349203793 0.0010227268084198687 0.0011961469261092686 0.0017691563734865919
leaf_count=267 360 340 230 1144 1076 493
internal_value=0 0.00395591 0.00989302 -0.00270648 -0.00584041 -0.0109059
internal_weight=0 0.00337125 0.00212176 0.00505008 0.00398803 0.00279188
internal_count=3910 930 590 2980 2713 1637
is_linear=0
shrinkage=0.1


Tree=9072
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=3.10719e-05 2.18302e-05 4.15557e-05 4.66867e-05 5.11495e-05 3.25395e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00021475293225160902 -0.00033087672234041819 -0.00032907543902764471 0.00032251917881500757 0.00018699505069303158 0.00037640714125792456 -0.00027106118983294441
leaf_weight=0.0011781593393628163 0.001012479222839007 0.001360199780105974 0.0018945341557495225 0.0010141539455482264 0.0015066892389394584 0.0014469906342260454
leaf_count=371 304 536 585 142 1060 912
internal_value=0 3.27292e-05 7.3099e-05 -1.55894e-05 9.18757e-05 -8.23118e-05
internal_weight=0 0.00840073 0.00722257 0.00532803 0.00396783 0.00246114
internal_count=3910 3606 3235 2650 2114 1054
is_linear=0
shrinkage=0.00196078


Tree=9073
num_leaves=8
num_cat=0
split_feature=11 13 43 15 52 3 2
split_gain=8.2671e-05 3.35562e-05 3.50517e-05 7.39636e-05 5.98781e-05 5.73026e-05 2.17234e-05
threshold=0.077330000000000024 -0.15078499999999997 -0.062599999999999989 -0.053579999999999996 -0.072349999999999984 -1.0000000180025095e-35 0.099675000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7
right_child=-2 2 4 -5 5 6 -8
leaf_value=0.00035111931787763887 -0.00053614321636889686 0.00059236231763304631 -0.0004990811652527316 -5.6474749127324533e-05 -0.00032617574789265427 0.00042789201201730564 2.7551506237103203e-05
leaf_weight=0.0012605748188302271 0.0010149331862674268 0.0010337923973789433 0.0011162808402433088 0.0019487980473757831 0.001137789640223819 0.0010074456251004007 0.0010794743615311804
leaf_count=225 279 791 304 869 1190 103 149
internal_value=0 5.56279e-05 4.76635e-06 0.000168418 -0.000107675 2.78164e-05 0.000220813
internal_weight=0 0.00858416 0.00732358 0.00298259 0.00434099 0.00322471 0.00208692
internal_count=3910 3631 3406 1660 1746 1442 252
is_linear=0
shrinkage=0.00196078


Tree=9074
num_leaves=7
num_cat=0
split_feature=3 4 47 43 1 2
split_gain=9.76442e-06 1.80626e-05 2.72745e-05 3.1563e-05 3.51839e-05 9.23582e-06
threshold=0.13772500000000001 -0.23071499999999998 0.09252500000000001 -0.079804999999999987 0.095575000000000007 0.086545000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.013571651918781201 0.0083753360864697642 -0.0078099648412836469 -0.011996828151653189 -0.0054181415156368679 0.022262063429537376 0.0080835789409374383
leaf_weight=0.0010467372267541075 0.0011837888027755351 0.0015264603438285441 0.0013416530798146817 0.0010223830258746756 0.0013179606932463622 0.0010043278128806388
leaf_count=276 239 1113 345 742 361 834
internal_value=0 -0.0014193 0.000628138 0.00410543 0.00954344 0.00127258
internal_weight=0 0.00725952 0.00621278 0.00487113 0.00334467 0.00202671
internal_count=3910 3671 3395 3050 1937 1576
is_linear=0
shrinkage=0.1


Tree=9075
num_leaves=6
num_cat=0
split_feature=160 42 43 2 0
split_gain=9.0578e-06 2.28143e-05 2.33766e-05 2.24043e-05 9.15158e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0063141512234453486 -0.010651990938710672 0.01481933171990279 -0.0077232059629124203 0.00078999979196568053 0.014271259739550133
leaf_weight=0.00180805846759518 0.0012244637340520685 0.0015535202492477276 0.0018306067042940118 0.0010025082842933138 0.0010116992046077214
leaf_count=1218 882 604 722 134 350
internal_value=0 0.00167168 0.00446697 0.000284032 0.00756139
internal_weight=0 0.0066228 0.00539833 0.00384481 0.00201421
internal_count=3910 2692 1810 1206 484
is_linear=0
shrinkage=0.1


Tree=9076
num_leaves=7
num_cat=0
split_feature=47 49 16 52 4 16
split_gain=8.41894e-06 1.45977e-05 5.66054e-05 3.54135e-05 4.71194e-05 2.51933e-05
threshold=0.10436500000000001 1.0000000180025095e-35 -0.15168999999999996 -0.048794999999999991 -0.077679999999999985 0.050115000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.019099878232315081 0.0068801483676544459 -0.012403075975417954 0.015973455530996508 -0.001585412044576811 -0.029448425439792498 -0.0058538977029227732
leaf_weight=0.0012753800153959783 0.0014556376477616534 0.0010409895186580202 0.0010395000310835772 0.0015278626799270409 0.0010069407733789451 0.0010762989572248192
leaf_count=418 290 751 367 882 785 417
internal_value=0 -0.00148172 0.000436781 -0.00468138 -0.0126539 0.00486996
internal_weight=0 0.00696697 0.00592598 0.0046506 0.0025348 0.0021158
internal_count=3910 3620 2869 2451 1667 784
is_linear=0
shrinkage=0.1


Tree=9077
num_leaves=7
num_cat=0
split_feature=51 49 16 2 48 15
split_gain=1.31044e-05 2.43153e-05 3.72333e-05 6.20488e-05 3.0966e-05 3.56324e-05
threshold=-0.09021499999999999 0.010625000000000001 -0.022939999999999999 0.096540000000000015 0.084905000000000022 -0.021529999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00017275126008620899 0.00043229418465392925 0.0002067120772666299 -0.00063244431796489369 -8.0259010252500656e-06 -0.00024017028245428652 -3.1014616585383904e-05
leaf_weight=0.0013324489473841303 0.0010388490152529887 0.0012951091891400925 0.0010661312781536263 0.0014358955094580953 0.0011208464553338648 0.0016548683019655887
leaf_count=515 397 614 699 277 225 1183
internal_value=0 -3.80347e-05 -8.82159e-05 -0.000274095 3.37048e-05 0.000147663
internal_weight=0 0.0076117 0.00631659 0.00250203 0.00381456 0.00269372
internal_count=3910 3395 2781 976 1805 1580
is_linear=0
shrinkage=0.00196078


Tree=9078
num_leaves=6
num_cat=0
split_feature=42 49 1 4 4
split_gain=8.77176e-06 2.60092e-05 2.00517e-05 3.53484e-05 3.94861e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0084266241416904343 -0.0079821313802752505 -0.0018803060930363442 0.015355293805350041 -0.012853102082922899 0.023283940559579649
leaf_weight=0.0019990879449856497 0.0011931783901777751 0.0016240611228505791 0.0013742490337505416 0.0012118040663052585 0.0010121846420858768
leaf_count=705 843 643 302 496 921
internal_value=0 0.00127329 0.0049864 0.00128337 0.00778149
internal_weight=0 0.00722139 0.0052223 0.00384805 0.00263625
internal_count=3910 3067 2362 2060 1564
is_linear=0
shrinkage=0.1


Tree=9079
num_leaves=7
num_cat=0
split_feature=11 16 2 133 49 16
split_gain=3.04879e-05 3.05143e-05 4.12269e-05 4.70342e-05 6.18036e-05 4.55447e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 1.0000000180025095e-35 -0.0057999999999999987 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00026018145008489726 -0.00032171113346254399 -0.00031789479354626553 0.00033382901386304115 -0.0003367607516026837 -6.5837484502652462e-05 0.00042742538492083175
leaf_weight=0.0011551912823330786 0.0010313673872762224 0.0010289762196531035 0.0018673238950800714 0.00125423555501994 0.0011683461347810186 0.0018740870657080653
leaf_count=371 304 232 585 1092 730 596
internal_value=0 3.56289e-05 8.3136e-05 -4.76413e-06 9.75105e-05 0.000238004
internal_weight=0 0.00834816 0.00719297 0.00532564 0.00407141 0.00304243
internal_count=3910 3606 3235 2650 1558 1326
is_linear=0
shrinkage=0.00196078


Tree=9080
num_leaves=7
num_cat=0
split_feature=51 484 150 16 4 15
split_gain=8.15679e-06 2.23781e-05 1.53497e-05 3.95935e-05 3.85208e-05 2.74072e-05
threshold=0.08955500000000001 0.073820000000000011 0.082085000000000019 -0.45301499999999995 0.05309500000000001 0.014775000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.020921109635274489 -0.0077973083170965714 0.014901468144995664 0.01010786016914831 -0.013468120363504477 0.01489796473486296 0.0067543968921161173
leaf_weight=0.0010195244423443668 0.0011666863701455957 0.0010252657839316115 0.0010303774770318236 0.0017233233976106125 0.0013576938930734556 0.0010966669384791872
leaf_count=216 487 456 314 823 444 1170
internal_value=0 0.0012116 -0.0010422 -0.00325277 0.00105903 -0.00560378
internal_weight=0 0.00725285 0.00622759 0.00519721 0.00417768 0.00281999
internal_count=3910 3423 2967 2653 2437 1993
is_linear=0
shrinkage=0.1


Tree=9081
num_leaves=6
num_cat=0
split_feature=49 2 4 1 52
split_gain=1.01285e-05 3.45524e-05 3.67836e-05 4.68554e-05 3.10975e-05
threshold=0.010625000000000001 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.018007350514469663 0.0080343080722203308 0.01277106064690157 -0.004385580342186452 -0.013908373752974011 0.017571355436839627
leaf_weight=0.0015644195314392555 0.0013130321015140762 0.0013648662009099234 0.0011358278199732307 0.001534234632883321 0.0014927759866348866
leaf_count=678 805 445 522 338 1122
internal_value=0 -0.00152707 -0.00493446 -2.15899e-05 0.0080837
internal_weight=0 0.00709212 0.00572726 0.00416284 0.0026286
internal_count=3910 3105 2660 1982 1644
is_linear=0
shrinkage=0.1


Tree=9082
num_leaves=6
num_cat=0
split_feature=0 2 0 1 43
split_gain=1.11133e-05 1.69678e-05 3.66718e-05 2.2941e-05 4.31395e-05
threshold=1.0000000180025095e-35 0.11934000000000002 -0.17106499999999999 0.088785000000000017 -0.074254999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013917663937648034 0.0074724022048522788 -0.013287889195925091 0.0039385878655335852 0.0014326591668208822 -0.02567682942307294
leaf_weight=0.0014815347241711697 0.0015982270609223503 0.001080386841290722 0.0018625380712194196 0.0012906941120847939 0.0010766329157204562
leaf_count=183 394 403 2064 381 485
internal_value=0 -0.00179573 0.00037817 -0.00436412 -0.0108964
internal_weight=0 0.00679179 0.0057114 0.00422987 0.00236733
internal_count=3910 3516 3113 2930 866
is_linear=0
shrinkage=0.1


Tree=9083
num_leaves=7
num_cat=0
split_feature=11 1 15 3 16 1
split_gain=2.5689e-05 3.17312e-05 7.69345e-05 6.85556e-05 5.05186e-05 1.76575e-05
threshold=1.0000000180025095e-35 0.095575000000000007 -0.0039399999999999991 0.090325000000000003 0.15100500000000003 0.11507500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -5
right_child=-2 3 4 5 -6 -7
leaf_value=-0.00044335654344823639 -0.00030117335726932411 0.00046482052129236031 0.00028355777089074244 0.00010971393859613153 -0.00024303423248803305 -0.00025232554982406846
leaf_weight=0.0015024826407377305 0.0010140048965457437 0.0016328186273778284 0.0019891153917441064 0.0010294674731962557 0.0010811216412701342 0.0010423613906490972
leaf_count=1194 304 633 1327 146 101 205
internal_value=0 2.94833e-05 -7.97897e-05 0.000164361 9.81291e-05 -7.24324e-05
internal_weight=0 0.00827737 0.00457272 0.00370465 0.00307024 0.00207183
internal_count=3910 3606 2622 984 1428 351
is_linear=0
shrinkage=0.00196078


Tree=9084
num_leaves=6
num_cat=0
split_feature=15 42 15 16 16
split_gain=9.55449e-06 3.36063e-05 4.45884e-05 6.31207e-05 2.48435e-05
threshold=0.079360000000000014 0.083815000000000014 -0.038029999999999987 -0.072359999999999994 0.081265000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0092928631550894363 -0.0070990682601894412 -0.010594744584664542 0.026810799833330724 -0.021332578579871211 0.0060819894794445677
leaf_weight=0.0016976294042932291 0.0015584771520267618 0.0017030364692329335 0.0010964842065289259 0.001115008293198977 0.0012231564470252185
leaf_count=479 1436 1081 270 428 216
internal_value=0 0.00157761 0.00561674 -0.00284792 0.0158804
internal_weight=0 0.00683531 0.00513228 0.00281264 0.00231964
internal_count=3910 2474 1393 907 486
is_linear=0
shrinkage=0.1


Tree=9085
num_leaves=7
num_cat=0
split_feature=1 4 4 52 1 15
split_gain=1.69357e-05 3.94147e-05 2.371e-05 2.26111e-05 2.99894e-05 1.71537e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.074484999999999982 0.096630000000000008 -0.14868999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.00012499431581550636 -0.00013546363853671425 -0.00048696127087011502 -7.2529485026859113e-05 0.00044000782243466835 0.00024793206946820948 -7.1889921580863857e-05
leaf_weight=0.0016429621855050835 0.0014907415830153108 0.0010602147396395767 0.0010627599193702242 0.0010045843393042928 0.0010150236296875338 0.0017675541985548819
leaf_count=189 481 1512 624 377 312 415
internal_value=0 -0.00010303 -0.000279497 6.9094e-05 0.000149614 4.47742e-05
internal_weight=0 0.00376594 0.00212297 0.0052779 0.00378716 0.00278258
internal_count=3910 2325 2136 1585 1104 727
is_linear=0
shrinkage=0.00196078


Tree=9086
num_leaves=7
num_cat=0
split_feature=42 40 2 3 0 15
split_gain=1.62759e-05 3.34155e-05 4.77549e-05 5.54199e-05 3.77348e-05 4.13572e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.092005000000000017 -0.10209999999999998 -0.013439999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00023509387713020367 0.00035584819701152751 -0.00028889847085903481 -0.00029499773326961194 0.00048587108475692671 0.00042388410811635313 -8.3088126414610985e-05
leaf_weight=0.0010339719446040728 0.0010298879942130705 0.0013901709313342528 0.0018210599700333816 0.0010112173390125325 0.0010017069108900656 0.0016177667460807977
leaf_count=440 363 296 479 205 792 1335
internal_value=0 2.65719e-05 -2.29928e-05 7.5663e-05 -2.779e-05 0.000110782
internal_weight=0 0.00787181 0.00684192 0.00502086 0.00400964 0.00261947
internal_count=3910 3470 3107 2628 2423 2127
is_linear=0
shrinkage=0.00196078


Tree=9087
num_leaves=6
num_cat=0
split_feature=1 4 13 4 3
split_gain=9.34697e-06 3.22485e-05 2.90322e-05 3.28088e-05 8.37033e-06
threshold=0.088010000000000019 -0.15333499999999997 -0.0024749999999999993 0.022820000000000003 0.10856000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.0069324583551683243 0.01274568277643523 -0.012450697107550524 -0.017487330566600907 0.010748935115123932 -0.0021083036229282001
leaf_weight=0.0015231386732994048 0.0018318982936836059 0.0019665765130479555 0.0010514262355260343 0.0010071204839862359 0.001018324291912856
leaf_count=189 961 2136 351 172 101
internal_value=0 -0.00399063 0.00277884 -0.00315519 0.00428476
internal_weight=0 0.00348972 0.00490877 0.00307687 0.00202544
internal_count=3910 2325 1585 624 273
is_linear=0
shrinkage=0.1


Tree=9088
num_leaves=6
num_cat=0
split_feature=42 160 52 49 0
split_gain=1.17703e-05 2.65996e-05 2.42849e-05 3.4583e-05 3.88353e-05
threshold=-0.090359999999999982 -1.0000000180025095e-35 0.048490000000000012 -0.045004999999999996 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00020417473692053428 -0.00019483738859073715 0.00024413414948693812 0.00026514420237864941 -0.00039023869155537584 8.036214496598663e-05
leaf_weight=0.0010078078325065397 0.0017115559444033489 0.0014360649101453102 0.0019072956925534675 0.0012282376924287483 0.0014945611284147627
leaf_count=440 1118 314 737 259 1042
internal_value=0 2.10378e-05 8.19466e-05 -2.06961e-06 -0.000131923
internal_weight=0 0.00777772 0.00606616 0.00415886 0.0027228
internal_count=3910 3470 2352 1615 1301
is_linear=0
shrinkage=0.00196078


Tree=9089
num_leaves=8
num_cat=0
split_feature=49 2 2 0 43 4 52
split_gain=1.43112e-05 2.76425e-05 3.86121e-05 3.23555e-05 4.09295e-05 4.56886e-05 2.74071e-05
threshold=0.10251500000000001 0.11260500000000001 0.10113500000000002 -0.077944999999999987 -0.0037249999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.00046342744260688136 0.00021136956209894664 0.00019808970329404698 -0.00043354250631172142 -5.3736522207113152e-05 0.0002909950865813275 -0.00028053103493255635 0.0003923921630948487
leaf_weight=0.0010570043494797388 0.0010352910353690912 0.0015849075954588818 0.0010570775514552062 0.0010809867904561777 0.0010851583852614748 0.0010660830933637098 0.0010375958096269522
leaf_count=1310 408 500 344 301 387 241 419
internal_value=0 -3.36834e-05 -9.12248e-05 -2.32939e-05 -0.000147476 7.76592e-06 0.000164759
internal_weight=0 0.00796881 0.00638391 0.00532683 0.00320825 0.00215124 0.00211858
internal_count=3910 3502 3002 2658 1938 628 720
is_linear=0
shrinkage=0.00196078


Tree=9090
num_leaves=7
num_cat=0
split_feature=11 42 3 2 48 1
split_gain=3.59627e-05 4.05255e-05 3.38141e-05 2.57313e-05 3.49234e-05 2.25703e-05
threshold=1.0000000180025095e-35 0.086325000000000013 -0.078494999999999995 0.11339500000000001 0.083775000000000002 0.088785000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00035526216044584965 -0.00035427829003842375 -0.00023115883137080371 0.00016728309402033007 -0.00020278459909055639 0.00038536893834767753 -0.00021822344114065829
leaf_weight=0.0015808828673343402 0.0010285434508995042 0.001739451537634302 0.0011649693259673933 0.0013685937712757295 0.0012022295562846637 0.0011706154396677916
leaf_count=1216 304 1388 229 296 232 245
internal_value=0 3.46108e-05 0.000105872 2.55169e-05 0.000113835 -2.59361e-05
internal_weight=0 0.00822674 0.00648729 0.00490641 0.00353781 0.00233558
internal_count=3910 3606 2218 1002 706 474
is_linear=0
shrinkage=0.00196078


Tree=9091
num_leaves=7
num_cat=0
split_feature=11 16 2 0 0 4
split_gain=4.40108e-05 2.63508e-05 4.14643e-05 5.41323e-05 3.38124e-05 4.42402e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 -0.07773999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00023687117996633203 -0.00039050851389507669 -0.00018880590142412581 0.00033666550191427305 -0.00034980624952047934 0.0004179177491326265 0.00030141725037777966
leaf_weight=0.0011365905112523294 0.0010235375338068118 0.0018004082508602567 0.0018566729081113164 0.0013091569429257623 0.0010189149772703962 0.0011662245816621744
leaf_count=371 304 1664 585 205 530 251
internal_value=0 4.04582e-05 8.4535e-05 -3.87862e-06 0.00010975 3.90763e-06
internal_weight=0 0.00828797 0.00715138 0.0052947 0.00398555 0.00296663
internal_count=3910 3606 3235 2650 2445 1915
is_linear=0
shrinkage=0.00196078


Tree=9092
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=2.89743e-05 3.33066e-05 3.02324e-05 5.12127e-05 4.36311e-05 3.35608e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00028233166160371911 -0.00032050172202353764 -0.00032655552741630455 0.00030135502670825795 0.00022719960548432008 0.00038562138827058311 -0.00023926027046709047
leaf_weight=0.0011157643995622236 0.0010048736261984584 0.0013230797306693501 0.0018019939517849633 0.0010283962517280622 0.001476477141769674 0.0014007140927790927
leaf_count=371 304 536 585 142 1060 912
internal_value=0 3.23875e-05 8.23334e-05 6.85034e-06 0.000119797 -4.17783e-05
internal_weight=0 0.00814643 0.00703066 0.00522867 0.00390559 0.00242911
internal_count=3910 3606 3235 2650 2114 1054
is_linear=0
shrinkage=0.00196078


Tree=9093
num_leaves=6
num_cat=0
split_feature=49 2 4 12 4
split_gain=8.03409e-06 2.99383e-05 3.70454e-05 4.8159e-05 3.63719e-05
threshold=0.010625000000000001 0.11260500000000001 -0.08422499999999998 0.093125000000000013 0.050655000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.017622566267170611 0.0071105236508623567 0.011911166058828984 0.002396889168107561 0.018144087114199424 -0.020046302843349548
leaf_weight=0.0015736155599063908 0.0013198236259644985 0.0013687662409953994 0.0019078394276515671 0.0011179597479851941 0.0011618454991701461
leaf_count=678 805 445 1193 522 267
internal_value=0 -0.00138303 -0.00454147 0.000374084 -0.00609764
internal_weight=0 0.00713003 0.00576126 0.00418764 0.00306968
internal_count=3910 3105 2660 1982 1460
is_linear=0
shrinkage=0.1


Tree=9094
num_leaves=8
num_cat=0
split_feature=11 3 16 15 3 13 2
split_gain=1.60798e-05 2.76629e-05 2.50043e-05 3.24216e-05 5.33507e-05 4.83842e-05 2.15688e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.30307999999999996 -0.017214999999999998 0.086245000000000016 -0.010384999999999998 0.090905000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00032530101532122477 -0.00023729002550113316 -0.00027074128238424312 0.00024101260352642253 -2.5146546390153963e-05 0.00052440611456455375 -0.00048244516851301828 -7.8104702111705482e-05
leaf_weight=0.0010329382009302314 0.0010066135801279604 0.0012432187236688678 0.0010279172280210805 0.001781236635207148 0.0010977309305393642 0.0010188448507729648 0.0010100447687642952
leaf_count=222 304 394 868 1526 145 206 245
internal_value=0 2.52809e-05 -1.7887e-05 3.50721e-05 0.000184394 -0.000105563 -0.000281152
internal_weight=0 0.00821193 0.00717899 0.00593577 0.00287897 0.00305681 0.00202889
internal_count=3910 3606 3384 2990 1671 1319 451
is_linear=0
shrinkage=0.00196078


Tree=9095
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 12
split_gain=3.38158e-05 3.01786e-05 4.6203e-05 3.84504e-05 3.56773e-05 2.9755e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.076384999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00025854550478195349 -0.00034159834108770423 0.00038693493069540347 0.00035126590355007213 -0.0002922966659375101 0.0001301360958596112 -0.00028626204061306653
leaf_weight=0.0011389522361499446 0.0010136178119296612 0.001114820890974155 0.0018559873260984077 0.0013612113920855292 0.0017398272211064563 0.0010628379705371021
leaf_count=371 304 1027 585 316 309 998
internal_value=0 3.7846e-05 8.51607e-05 -8.40174e-06 9.02434e-05 -2.77721e-05
internal_weight=0 0.00827364 0.00713468 0.0052787 0.00391749 0.00280267
internal_count=3910 3606 3235 2650 2334 1307
is_linear=0
shrinkage=0.00196078


Tree=9096
num_leaves=7
num_cat=0
split_feature=43 42 0 13 3 52
split_gain=1.38395e-05 2.53709e-05 2.80409e-05 2.42832e-05 4.34436e-05 5.9474e-05
threshold=-0.057994999999999998 -1.0000000180025095e-35 -0.070894999999999986 -0.09547499999999999 -1.0000000180025095e-35 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=-0.00015435859914281918 0.00011872728754424061 -2.2515153737748112e-07 0.00044016387987146191 -0.00048431014708084821 -0.00034854192181973573 0.00022671091085456395
leaf_weight=0.001049888643817656 0.0019080048602302304 0.0011350496885623694 0.0010893924507729144 0.0010861492184623964 0.0012196682876734585 0.0015941014369148221
leaf_count=486 401 963 325 1345 210 180
internal_value=0 9.68736e-05 0.00021545 -6.25363e-05 -0.000151218 -2.26406e-05
internal_weight=0 0.00327433 0.00222444 0.00580792 0.00389992 0.00281377
internal_count=3910 1774 1288 2136 1735 390
is_linear=0
shrinkage=0.00196078


Tree=9097
num_leaves=7
num_cat=0
split_feature=42 12 0 2 0 2
split_gain=1.75108e-05 3.25267e-05 5.07136e-05 3.18343e-05 4.11438e-05 2.41626e-05
threshold=-0.090359999999999982 0.098845000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14136999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00024715961600880809 -0.00028468457520825413 -0.00027428429218550416 0.00047204565329662083 8.3476192595961936e-05 0.00030452793768658254 -0.00028867896133399218
leaf_weight=0.0010326991812867762 0.0011694152080677523 0.0011946679030588698 0.0010533772228528372 0.0015820367378440732 0.0018410424930172089 0.0011644320681370101
leaf_count=440 648 498 303 283 1602 136
internal_value=0 2.41367e-05 7.64859e-05 4.10805e-06 7.7725e-05 -7.4308e-05
internal_weight=0 0.00800497 0.0068103 0.00575693 0.00458751 0.00274647
internal_count=3910 3470 2972 2669 2021 419
is_linear=0
shrinkage=0.00196078


Tree=9098
num_leaves=7
num_cat=0
split_feature=42 40 2 3 1 13
split_gain=1.19121e-05 3.48737e-05 4.87357e-05 5.17088e-05 4.8549e-05 2.81451e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.092005000000000017 0.088495000000000018 -0.028919999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00020241418178294044 0.00035976323195176187 -7.1115771510824152e-05 -0.00030241771007052042 0.00046477174051040066 -0.0002835929154302328 0.0003561329021886537
leaf_weight=0.0010273770543075969 0.00102348344443365 0.0011358232769227981 0.0018299736886986323 0.0010228343623990815 0.0016807119190326882 0.0012398951935200374
leaf_count=440 363 1183 479 205 703 537
internal_value=0 2.19766e-05 -2.80606e-05 7.07856e-05 -2.85585e-05 0.000151867
internal_weight=0 0.00793272 0.00690924 0.00507926 0.00405643 0.00237572
internal_count=3910 3470 3107 2628 2423 1720
is_linear=0
shrinkage=0.00196078


Tree=9099
num_leaves=8
num_cat=0
split_feature=11 52 2 1 0 15 0
split_gain=3.23642e-05 2.62885e-05 3.59996e-05 3.2536e-05 4.83343e-05 3.28164e-05 5.98703e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.086915000000000006 0.088010000000000019 -0.069794999999999982 -0.074174999999999977 -0.15137999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 5 -6 -7 -8
leaf_value=-5.3391683561268242e-05 -0.00033448652201754843 -0.0005284050548433753 0.00044440359973436293 -5.6168535711120614e-05 3.5463614968989709e-05 -0.0001449835882326087 0.00058674178706941246
leaf_weight=0.001038757368534701 0.0010361816479098661 0.0010467335881659671 0.0012081894337275692 0.0012542480587999598 0.0013234310329728223 0.001499347484562619 0.0010016108952480534
leaf_count=300 304 1478 543 115 224 562 384
internal_value=0 3.28647e-05 0.000214274 -3.3681e-05 -0.000213557 7.9851e-05 0.000229286
internal_weight=0 0.00837232 0.00224695 0.00612537 0.00237016 0.00375521 0.00225586
internal_count=3910 3606 843 2763 1702 1061 499
is_linear=0
shrinkage=0.00196078


Tree=9100
num_leaves=6
num_cat=0
split_feature=0 43 15 4 1
split_gain=8.55856e-06 2.31209e-05 2.26561e-05 3.9183e-05 2.90926e-05
threshold=-0.017269999999999997 -0.079374999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.10498500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011692849285414775 0.0059567673236889584 0.021326563800792675 -0.010732424017869689 -0.014478818747230511 0.0069452715782709982
leaf_weight=0.0017286948815318764 0.0018445397804692284 0.0011016314622923989 0.0011238968114485179 0.0010103619046916096 0.001700835152793381
leaf_count=1184 446 348 1132 452 348
internal_value=0 -0.00173996 0.00174524 0.00542325 -0.00103869
internal_weight=0 0.00666542 0.00493673 0.00381283 0.0027112
internal_count=3910 3464 2280 1148 800
is_linear=0
shrinkage=0.1


Tree=9101
num_leaves=8
num_cat=0
split_feature=11 16 457 2 3 12 16
split_gain=3.65587e-05 3.43429e-05 3.59679e-05 2.99933e-05 5.4747e-05 7.46344e-05 2.7e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.084485000000000018 0.11260500000000001 0.092005000000000017 0.080120000000000011 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00027810581559492949 -0.0003556072496074233 0.00048147773823205742 -0.00024396329434537013 0.00041030765282296154 -0.00033207275382298693 0.00013934934240791678 -0.00030003776709525956
leaf_weight=0.0011606336586554179 0.0010332440384005466 0.0017373024050332279 0.0010866825798240597 0.0012786958425469314 0.0010165086752598577 0.0011601017320193197 0.0010021781436330205
leaf_count=371 304 321 216 439 138 883 1238
internal_value=0 3.51399e-05 8.50699e-05 0.000142789 7.32057e-05 0.00017885 -6.42987e-05
internal_weight=0 0.0084421 0.00728147 0.00619479 0.00491609 0.00389958 0.00216228
internal_count=3910 3606 3235 3019 2580 2442 2121
is_linear=0
shrinkage=0.00196078


Tree=9102
num_leaves=8
num_cat=0
split_feature=11 49 47 4 43 16 1
split_gain=3.38967e-05 2.71657e-05 4.38943e-05 3.08368e-05 2.91296e-05 4.36258e-05 3.48467e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 0.10436500000000001 0.011185000000000002 -0.077544999999999989 -0.089864999999999987 0.088010000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=5.9944375828242734e-05 -0.00034515546059746038 0.00025696113429963928 0.00042308122119770621 -0.00039683976431777385 -0.00040133833493203496 -0.00015634613146353556 0.00033762138907111395
leaf_weight=0.0012543870950491118 0.0010155973116327066 0.0013612417449576589 0.00129806371534044 0.0010387243495821692 0.0011070736988596291 0.0011686619662829583 0.0010356283656802984
leaf_count=515 304 856 234 191 527 883 400
internal_value=0 3.44373e-05 0.000104108 -0.000146968 1.54966e-05 -8.37651e-05 7.57316e-05
internal_weight=0 0.00826378 0.00597067 0.00229311 0.00467261 0.00331136 0.00220429
internal_count=3910 3606 2900 706 2666 1810 1283
is_linear=0
shrinkage=0.00196078


Tree=9103
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 4
split_gain=2.67201e-05 2.66034e-05 3.35639e-05 4.69354e-05 2.97713e-05 3.95527e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00025017076062081777 -0.00030865301865088199 0.00025558245494218095 0.00030048053064316699 -0.00028705784317366464 0.00040217227755846434 -0.0002276203803901985
leaf_weight=0.0011370166804584624 0.0010179002868281857 0.0012591084298140451 0.0018428810603973635 0.001599363386369998 0.001009750359867537 0.0013491781171418317
leaf_count=371 304 937 585 334 232 1147
internal_value=0 2.81789e-05 7.30055e-05 -7.34286e-06 0.000116306 5.63803e-06
internal_weight=0 0.0081973 0.00706028 0.0052174 0.00361804 0.00260829
internal_count=3910 3606 3235 2650 2316 2084
is_linear=0
shrinkage=0.00196078


Tree=9104
num_leaves=6
num_cat=0
split_feature=43 15 13 3 52
split_gain=9.61671e-06 2.34815e-05 1.63858e-05 3.59638e-05 6.54036e-05
threshold=-0.062599999999999989 -0.052074999999999989 -0.09547499999999999 -1.0000000180025095e-35 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
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leaf_value=0.015744295242369422 0.0051934256294466075 -0.0023228887790827106 -0.022471690853780792 -0.01826954038366092 0.013474441038623048
leaf_weight=0.0011441266877850165 0.0018048877375977414 0.0019376117801927066 0.0010129891051504254 0.001147196820275617 0.0014947238658742984
leaf_count=841 401 921 1356 211 180
internal_value=0 0.00438474 -0.00260233 -0.00645208 -0.000309695
internal_weight=0 0.00308174 0.0054598 0.00365491 0.00264192
internal_count=3910 1762 2148 1747 391
is_linear=0
shrinkage=0.1


Tree=9105
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 4
split_gain=3.26332e-05 2.62631e-05 3.51853e-05 6.07976e-05 2.88285e-05 4.91613e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.0057500000000000008 -0.076854999999999993
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00024380856153974245 -0.00033962872196843102 0.00024032095767354249 0.00031029689480573461 -0.00036397168865349701 0.00037004590897816297 -0.00029973695962678672
leaf_weight=0.0011412941972784932 0.0010215449203278089 0.0014859662890758366 0.0018347711889847513 0.0013476606983886153 0.0012133666908617233 0.001149226777988086
leaf_count=371 304 954 585 316 299 1081
internal_value=0 3.20841e-05 7.6868e-05 -5.55516e-06 0.000119953 4.79779e-06
internal_weight=0 0.00817229 0.00703099 0.00519622 0.00384856 0.00263519
internal_count=3910 3606 3235 2650 2334 2035
is_linear=0
shrinkage=0.00196078


Tree=9106
num_leaves=7
num_cat=0
split_feature=11 16 2 16 15 13
split_gain=3.70693e-05 3.17013e-05 3.3375e-05 6.62221e-05 2.76856e-05 3.15168e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.0039399999999999991 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
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leaf_weight=0.0011404688682656499 0.0010098905514426765 0.0017663345309464067 0.0018437727474324862 0.0013282369959658944 0.0010893405738382662 0.0010235495425344179
leaf_count=371 304 1006 585 316 1000 328
internal_value=0 3.54502e-05 8.4506e-05 4.2369e-06 0.000133622 0.000285076
internal_weight=0 0.0081917 0.00705123 0.00520746 0.00387922 0.00211289
internal_count=3910 3606 3235 2650 2334 1328
is_linear=0
shrinkage=0.00196078


Tree=9107
num_leaves=7
num_cat=0
split_feature=11 16 2 16 2 43
split_gain=2.53887e-05 3.24462e-05 3.70355e-05 4.46285e-05 2.37587e-05 3.69951e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.089785000000000018 -0.073684999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00028186462416909135 -0.00030147166800452587 0.00027987149070299544 0.00031597366216402564 -0.00031417686473295153 0.00031082361422272634 -0.0002060645057935153
leaf_weight=0.001125303696809978 0.0010152959293149967 0.0010008864211939951 0.0018379853890460127 0.0013528065022960162 0.0013385014911113744 0.0015127199445882807
leaf_count=371 304 695 585 316 608 1031
internal_value=0 2.72998e-05 7.66977e-05 -7.79666e-06 9.97998e-05 -1.25709e-05
internal_weight=0 0.0081682 0.0070429 0.00520491 0.00385211 0.00251361
internal_count=3910 3606 3235 2650 2334 1726
is_linear=0
shrinkage=0.00196078


Tree=9108
num_leaves=7
num_cat=0
split_feature=52 151 13 43 2 3
split_gain=1.00644e-05 1.97929e-05 3.22949e-05 3.42559e-05 3.2175e-05 5.48497e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.0024700000000000004 -0.074254999999999988 0.089910000000000004 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.0087840297153449643 -0.0089770291913283378 0.023038784255272636 -0.0095335314976528751 -0.0090844306406652597 0.027000568530681193 -0.005777848734523014
leaf_weight=0.001560545015349607 0.0011099683671922803 0.0011306094726694052 0.0013755009314768262 0.0013434476024793548 0.0010355260981604688 0.0010068860352979404
leaf_count=620 647 611 525 927 453 127
internal_value=0 0.00122969 0.00388193 0.00796763 0.00293506 0.0108412
internal_weight=0 0.00745252 0.00589197 0.00451647 0.00338586 0.00204241
internal_count=3910 3263 2643 2118 1507 580
is_linear=0
shrinkage=0.1


Tree=9109
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 4
split_gain=3.71421e-05 3.05791e-05 3.79231e-05 5.2264e-05 2.3511e-05 4.67114e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.0057500000000000008 -0.083329999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00026262263828834401 -0.00036057110470170679 0.00030300678931880653 0.0003294822237204717 -0.00033393548520915334 0.00034375572443921169 -0.0002224456310146143
leaf_weight=0.0011248172468591921 0.0010143360428757379 0.0011773336271204797 0.0018159758935763666 0.0013355548116703352 0.001201460907258907 0.0014534604945438084
leaf_count=371 304 501 585 316 299 1534
internal_value=0 3.74138e-05 8.5738e-05 8.59292e-08 0.000116494 1.2705e-05
internal_weight=0 0.0081086 0.00698379 0.00516781 0.00383226 0.00263079
internal_count=3910 3606 3235 2650 2334 2035
is_linear=0
shrinkage=0.00196078


Tree=9110
num_leaves=7
num_cat=0
split_feature=15 43 42 16 16 52
split_gain=9.44194e-06 2.10239e-05 3.50027e-05 2.61995e-05 3.73309e-05 3.32792e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.15100500000000003 -0.089864999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.0070727121846244981 0.013194466660652866 -0.0053980141900336152 -0.016770606656150509 -0.01070292058641209 0.0026697130585988608 0.028074726391884255
leaf_weight=0.0015780782349875139 0.0012584203942373516 0.0014251317974439859 0.0011389442138539287 0.0010914428028085117 0.0010094718105526724 0.0010539858700075403
leaf_count=614 233 418 1204 323 504 614
internal_value=0 0.00149257 -0.00108235 0.00281894 0.00704941 0.0156462
internal_weight=0 0.0069774 0.00571898 0.00458003 0.00348859 0.00206346
internal_count=3910 3296 3063 1859 1536 1118
is_linear=0
shrinkage=0.1


Tree=9111
num_leaves=6
num_cat=0
split_feature=0 2 0 1 15
split_gain=8.97644e-06 1.84578e-05 3.00519e-05 2.2747e-05 3.91528e-05
threshold=1.0000000180025095e-35 0.11934000000000002 -0.17106499999999999 0.088785000000000017 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.012796349101736307 0.0066081644857625358 -0.013485762874568794 0.0045359413968858045 0.0020508257970432717 -0.02349087622694937
leaf_weight=0.001499898321280304 0.0016258333041418395 0.0011066776788564757 0.0019013357733614535 0.0012617097765003612 0.0011446051959382838
leaf_count=183 394 403 2064 402 464
internal_value=0 -0.00164979 0.000605649 -0.00363908 -0.0100985
internal_weight=0 0.00691423 0.00580755 0.00430765 0.00240631
internal_count=3910 3516 3113 2930 866
is_linear=0
shrinkage=0.1


Tree=9112
num_leaves=7
num_cat=0
split_feature=1 12 0 457 2 1
split_gain=9.703e-06 2.02778e-05 2.47021e-05 3.60301e-05 2.64268e-05 1.33257e-05
threshold=0.12864500000000004 0.098845000000000016 -0.072864999999999985 0.041935000000000007 0.096540000000000015 0.086560000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0071859438056257139 0.0087131826553319986 -0.013263396883159639 0.010729566630760273 0.01299854248511334 0.0029998320752524467 -0.023272689596334595
leaf_weight=0.0010304756238771688 0.0010959541299461403 0.0012010708197557835 0.0018199736615821891 0.0010554525292306781 0.0012965225543234613 0.001029268756185001
leaf_count=1338 331 522 630 266 347 476
internal_value=0 -0.00136596 0.000927105 -0.00311672 -0.00818452 -0.0152246
internal_weight=0 0.00743276 0.00623169 0.00441172 0.00335627 0.00205974
internal_count=3910 3579 3057 2427 2161 1814
is_linear=0
shrinkage=0.1


Tree=9113
num_leaves=6
num_cat=0
split_feature=1 4 12 47 52
split_gain=9.52864e-06 2.35019e-05 1.59962e-05 4.37068e-05 5.4525e-05
threshold=0.076710000000000014 -0.083329999999999987 -1.0000000180025095e-35 0.09252500000000001 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0028872355779962296 0.013305439902718812 -0.016037976050083107 -0.0085670567795911937 -0.016726410552449427 0.016390769541124058
leaf_weight=0.0015803702947554611 0.0010629627198898333 0.0011220633122439086 0.0015727721851956644 0.0012041273151643926 0.0019740266268379156
leaf_count=454 450 1554 490 263 699
internal_value=0 -0.0049706 0.00221611 -0.000264989 0.00532361
internal_weight=0 0.00270243 0.00581389 0.00475093 0.0035468
internal_count=3910 2008 1902 1452 1189
is_linear=0
shrinkage=0.1


Tree=9114
num_leaves=6
num_cat=0
split_feature=160 42 43 160 4
split_gain=9.29937e-06 2.13066e-05 2.01608e-05 1.42807e-05 2.13049e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 1.0000000180025095e-35 -0.030814999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0063929124603470614 -0.010203801423689691 0.013886993007296945 0.015715387383862082 -0.0086846054121995451 -0.0025636601524444539
leaf_weight=0.0018209856074249799 0.0012327272899098499 0.0015766710306295757 0.001039271293057233 0.0011827392188157979 0.0016499382254589021
leaf_count=1218 882 604 589 226 391
internal_value=0 0.00166849 0.00435455 0.000472901 0.00450046
internal_weight=0 0.00668135 0.00544862 0.00387195 0.00268921
internal_count=3910 2692 1810 1206 980
is_linear=0
shrinkage=0.1


Tree=9115
num_leaves=7
num_cat=0
split_feature=52 160 16 2 12 3
split_gain=1.02805e-05 3.30929e-05 1.87796e-05 3.07144e-05 3.98249e-05 1.79125e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.055679999999999993 0.10705000000000002 0.086935000000000012 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0016307768624189919 -0.018986552569051029 0.025198108805541183 -0.0091241557365077681 -0.0081825434216647071 -0.0018737695468697361 0.014528559382228176
leaf_weight=0.0017148663942616734 0.0010041753438205714 0.0011161678252887411 0.0013057347818754839 0.0011509247855389067 0.001058929290117361 0.0011433304956904424
leaf_count=995 924 420 260 306 810 195
internal_value=0 -0.00252947 0.00103846 0.00502812 0.0120184 0.00483325
internal_weight=0 0.00563593 0.00463176 0.00332602 0.0021751 0.0028582
internal_count=3910 2720 1796 1536 1230 1190
is_linear=0
shrinkage=0.1


Tree=9116
num_leaves=6
num_cat=0
split_feature=1 4 13 4 3
split_gain=9.19429e-06 2.77645e-05 2.2345e-05 2.826e-05 9.35175e-06
threshold=0.088010000000000019 -0.15333499999999997 -0.0024749999999999993 0.022820000000000003 0.10856000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.0061391540439341757 0.01145860906244784 -0.011743057497423923 -0.015694268018967727 0.01119344553998961 -0.0023267658237815709
leaf_weight=0.0015397280228452281 0.0018428938288314635 0.0019909624880513344 0.0010598562472336815 0.001021752140992017 0.0010246302884038272
leaf_count=189 961 2136 351 172 101
internal_value=0 -0.00394466 0.00273506 -0.00244051 0.00442383
internal_weight=0 0.00353069 0.00494913 0.00310624 0.00204638
internal_count=3910 2325 1585 624 273
is_linear=0
shrinkage=0.1


Tree=9117
num_leaves=7
num_cat=0
split_feature=11 16 2 0 0 4
split_gain=2.7635e-05 2.323e-05 5.48672e-05 5.11565e-05 3.45782e-05 4.97098e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 -0.07773999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00022728316812423572 -0.00030975641996602935 -0.00023132053183873324 0.00036227295758778816 -0.00036620941939775713 0.00039116656438621385 0.00029163536666725824
leaf_weight=0.0011584638516122236 0.0010339799893750333 0.0017901404909084762 0.0018534389088836322 0.0013078037033293693 0.0010247330350815903 0.0011463327705309436
leaf_count=371 304 1664 585 205 530 251
internal_value=0 3.02234e-05 7.21068e-05 -2.99627e-05 8.10501e-05 -2.71704e-05
internal_weight=0 0.00828091 0.00712245 0.00526901 0.00396121 0.00293647
internal_count=3910 3606 3235 2650 2445 1915
is_linear=0
shrinkage=0.00196078


Tree=9118
num_leaves=6
num_cat=0
split_feature=52 160 4 16 0
split_gain=9.53436e-06 2.63721e-05 1.60491e-05 1.48245e-05 2.81866e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0035698672897666417 -0.01713952809146534 -0.0037868993772150177 0.011487485436091514 -0.0082664401198390934 0.014799472967114336
leaf_weight=0.0012953189889527907 0.001002454913763471 0.0018743700056581341 0.0015608457718947805 0.001307831932201662 0.0014449125567830296
leaf_count=807 924 346 383 260 1190
internal_value=0 -0.00243479 0.00465872 0.00075096 0.00430391
internal_weight=0 0.00562957 0.00285616 0.00462711 0.00331928
internal_count=3910 2720 1190 1796 1536
is_linear=0
shrinkage=0.1


Tree=9119
num_leaves=8
num_cat=0
split_feature=11 13 16 15 1 2 16
split_gain=2.93214e-05 2.24921e-05 3.64922e-05 3.55481e-05 6.92501e-05 5.75971e-05 3.78881e-05
threshold=1.0000000180025095e-35 0.083175000000000013 0.15100500000000003 -0.0039399999999999991 0.094485000000000013 0.113945 -0.084184999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.00044206962810415068 -0.00031573882760473412 0.00026203472048067872 -0.00028184552781196977 -3.8819984653986197e-06 0.00048601704479206892 -0.00017155069044133754 0.00052401113620359539
leaf_weight=0.001181464887037428 0.0010290746014385644 0.0013967982614380295 0.0014942511056558498 0.0010296852517240791 0.0010143056253553945 0.0010344057371467574 0.0010616882461642366
leaf_count=859 304 315 456 462 329 256 929
internal_value=0 3.53637e-05 -1.10892e-05 6.49372e-05 -6.40129e-05 0.000154007 0.000264104
internal_weight=0 0.0082126 0.0068158 0.00532155 0.00323018 0.00204871 0.00209137
internal_count=3910 3606 3291 2835 1444 585 1391
is_linear=0
shrinkage=0.00196078


Tree=9120
num_leaves=8
num_cat=0
split_feature=50 160 13 13 0 1 2
split_gain=1.56206e-05 3.21479e-05 2.72054e-05 4.307e-05 4.5901e-05 2.1371e-05 1.89516e-05
threshold=0.086465000000000014 -0.081669999999999979 -0.083514999999999992 0.083175000000000013 -0.082994999999999985 0.095825000000000007 0.099990000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00033340573362431391 -0.00023380505046542233 -4.587255008226746e-05 9.297557336136389e-05 0.00019413749009016299 -0.00057913706021671884 -0.00028156191213991378 0.00031244155475290231
leaf_weight=0.001118014831533432 0.001010288983328291 0.0010378890722635631 0.0012800101711061555 0.0012861001833874143 0.0010030047647184683 0.001079866951908981 0.0012522417335159872
leaf_count=557 715 498 497 326 906 180 231
internal_value=0 2.48423e-05 -2.48728e-05 -0.000111043 -0.000227756 -7.84107e-05 0.000150053
internal_weight=0 0.00805713 0.00693911 0.00464898 0.00336288 0.00235988 0.00229013
internal_count=3910 3195 2638 1909 1583 677 729
is_linear=0
shrinkage=0.00196078


Tree=9121
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 4
split_gain=3.95107e-05 2.7194e-05 4.6358e-05 5.06717e-05 3.28706e-05 3.97711e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.0057500000000000008 -0.076854999999999993
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00024245526158562215 -0.00036908779641770781 0.00019746184538056046 0.00035664423746939347 -0.00033845596482927565 0.00037501231469535407 -0.00028845744822285086
leaf_weight=0.0011076152021563526 0.0010058907517061363 0.001475178697825307 0.0018268708063748466 0.0013185745840726803 0.001206880952694949 0.0011543226958648817
leaf_count=371 304 954 585 316 299 1081
internal_value=0 4.29733e-05 8.82544e-05 -6.86052e-06 0.00010711 -1.58515e-05
internal_weight=0 0.00808944 0.00698183 0.00515496 0.00383638 0.0026295
internal_count=3910 3606 3235 2650 2334 2035
is_linear=0
shrinkage=0.00196078


Tree=9122
num_leaves=7
num_cat=0
split_feature=42 49 1 4 2 457
split_gain=8.71441e-06 2.08891e-05 2.07756e-05 2.82046e-05 2.88045e-05 1.66706e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 0.086915000000000006 0.083585000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010078733606696917 0.0012171783392150399 0.0011997180817107163 0.0013958923372746923 0.0012151103307292709 0.0014560017099547642 0.0010197957509553224
leaf_count=463 843 802 302 496 762 242
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internal_weight=0 0.00729439 0.00526672 0.00387083 0.00265572 0.00202767
internal_count=3910 3067 2362 2060 1564 705
is_linear=0
shrinkage=0.1


Tree=9123
num_leaves=7
num_cat=0
split_feature=11 13 13 12 49 16
split_gain=3.28865e-05 2.22219e-05 3.00347e-05 3.84646e-05 2.34528e-05 1.73722e-05
threshold=1.0000000180025095e-35 0.083175000000000013 -0.094679999999999986 0.086935000000000012 -0.010424999999999999 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00021457785916518296 -0.00033418283315146268 0.00026540074610714162 -0.00019760007030643676 -0.00038576362085000927 0.0002734932334816087 -5.5220226848973067e-05
leaf_weight=0.0017401622531743972 0.0010245956258351585 0.001379120948484934 0.0013280093195110303 0.0012296483967779792 0.001367726076945456 0.0011278521873002926
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internal_value=0 3.84747e-05 -7.59333e-06 -8.41015e-05 1.29117e-05 0.000124934
internal_weight=0 0.00817252 0.0067934 0.00505324 0.00382359 0.00249558
internal_count=3910 3606 3291 2902 1385 1028
is_linear=0
shrinkage=0.00196078


Tree=9124
num_leaves=7
num_cat=0
split_feature=50 4 151 2 13 3
split_gain=8.21626e-06 2.30538e-05 2.78806e-05 4.00117e-05 3.77441e-05 3.48902e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 0.10457000000000001 -0.070604999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.012282847215396141 -0.0085118645688038209 0.014969296702714636 0.015184339047838603 -0.017987350358889913 -0.016376281288978091 0.0079219933090778506
leaf_weight=0.001251749285796579 0.001010183183202412 0.0010327192356010531 0.0012777860801170692 0.001521020436790122 0.0013921957164811552 0.001026808560563589
leaf_count=450 755 396 817 471 879 142
internal_value=0 0.0010947 -0.00112007 -0.00433542 0.00128158 -0.00606225
internal_weight=0 0.00750228 0.00646956 0.00521781 0.00369679 0.002419
internal_count=3910 3155 2759 2309 1838 1021
is_linear=0
shrinkage=0.1


Tree=9125
num_leaves=7
num_cat=0
split_feature=3 39 2 12 43 1
split_gain=8.90236e-06 2.43012e-05 2.58074e-05 2.44457e-05 5.75901e-05 1.10345e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.080120000000000011 -0.074254999999999988 0.089455000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
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leaf_value=0.015378313965651903 0.0079833176339710512 0.012554424898394801 -0.016525987076406363 0.006052148852862262 -0.022184470328501162 0.00067478729375766017
leaf_weight=0.0010032927232373609 0.0011890404767138695 0.0010728791041487206 0.0012595331177242871 0.001644279215451202 0.0012881912113801716 0.0010389261865713833
leaf_count=205 239 424 354 1086 1430 172
internal_value=0 -0.00134692 -0.00373927 -0.000501823 -0.00635178 0.00789827
internal_weight=0 0.0073071 0.00623422 0.00497469 0.00293247 0.00204222
internal_count=3910 3671 3247 2893 2516 377
is_linear=0
shrinkage=0.1


Tree=9126
num_leaves=6
num_cat=0
split_feature=0 43 12 4 2
split_gain=8.56717e-06 1.65136e-05 2.19232e-05 2.48632e-05 3.68614e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 0.086765000000000023 0.0057500000000000008 0.11230000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_count=1214 394 597 1288 211 206
internal_value=0 -0.00158195 0.00148809 -0.00265149 0.00395941
internal_weight=0 0.00686194 0.00493081 0.00355909 0.00218939
internal_count=3910 3516 2302 1014 417
is_linear=0
shrinkage=0.1


Tree=9127
num_leaves=7
num_cat=0
split_feature=52 2 151 16 2 4
split_gain=7.80909e-06 2.16614e-05 1.9024e-05 4.14356e-05 3.88684e-05 2.37769e-05
threshold=-0.048794999999999991 0.097940000000000013 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 -0.083329999999999987
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 4 -6 -7
leaf_value=-0.0023885614469442403 -0.014503145818407582 0.015700137259369241 0.014389260998581586 0.012668478227676836 -0.021746085112902283 -0.008721937236729425
leaf_weight=0.0018105786625041333 0.0010267732999294536 0.0010436036902604223 0.001471040223577893 0.001034945646305459 0.0010407055370617738 0.0010437189954412489
leaf_count=694 372 496 413 497 291 1147
internal_value=0 0.00422539 -0.00219818 0.000554165 -0.00597022 0.00192813
internal_weight=0 0.00285418 0.00561718 0.00459041 0.00311937 0.00207866
internal_count=3910 1190 2720 2348 1935 1644
is_linear=0
shrinkage=0.1


Tree=9128
num_leaves=7
num_cat=0
split_feature=11 16 2 16 15 15
split_gain=3.67925e-05 3.29963e-05 5.03226e-05 5.52173e-05 1.90192e-05 3.02017e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.0039399999999999991 0.084050000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00027472000501178477 -0.00035792578348612839 -4.2062096121637002e-05 0.00036794692251986434 -0.00035466699994686366 0.00047960487504449532 7.1747146753596291e-06
leaf_weight=0.0011174904444990526 0.0010146829869909788 0.0017477504731772176 0.0018257491922989699 0.0013320900431527329 0.0010060941556497035 0.0010773613956324038
leaf_count=371 304 1006 585 316 236 1092
internal_value=0 3.81269e-05 8.81485e-05 -1.07887e-05 0.000108776 0.00023531
internal_weight=0 0.00810654 0.00698905 0.0051633 0.00383121 0.00208346
internal_count=3910 3606 3235 2650 2334 1328
is_linear=0
shrinkage=0.00196078


Tree=9129
num_leaves=7
num_cat=0
split_feature=11 16 2 16 0 0
split_gain=3.38723e-05 2.48727e-05 4.54975e-05 4.36928e-05 2.38381e-05 3.62904e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.07822999999999998 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00023403281038207328 -0.00034226640263517713 0.00020323064800963165 0.00034613340395080839 -0.00031963306262953507 0.00035250763331384674 -0.00024059445903499085
leaf_weight=0.0011253945818940122 0.0010212119699475252 0.0015532450908096595 0.0018264808765181212 0.0013335610503186733 0.0010008067780205164 0.001302111401231228
leaf_count=371 304 211 585 316 530 1593
internal_value=0 3.6572e-05 7.99769e-05 -1.36947e-05 9.21066e-05 8.35699e-07
internal_weight=0 0.0081416 0.00701621 0.00518972 0.00385616 0.00285536
internal_count=3910 3606 3235 2650 2334 1804
is_linear=0
shrinkage=0.00196078


Tree=9130
num_leaves=7
num_cat=0
split_feature=52 4 0 0 0 48
split_gain=9.16029e-06 3.4791e-05 3.32016e-05 2.43777e-05 4.15102e-05 2.14809e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.077944999999999987 -0.10575999999999998 -0.15007499999999999 0.085790000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.017848281743227619 0.0077001215938246326 0.0045695932318764966 0.014145065966626867 -0.013648002392391216 0.018859632532216019 -0.015615183218221654
leaf_weight=0.0010947731463641927 0.0012954083703950467 0.0010243525095700967 0.0015511573247303694 0.0014226930238062127 0.0010065499612852361 0.0010864109166635466
leaf_count=255 673 187 824 1562 299 110
internal_value=0 -0.00143558 0.0015143 -0.00280118 0.00214914 -0.00581952
internal_weight=0 0.00718594 0.00609116 0.00454001 0.00311731 0.00211076
internal_count=3910 3237 2982 2158 596 297
is_linear=0
shrinkage=0.1


Tree=9131
num_leaves=7
num_cat=0
split_feature=0 0 15 1 2 15
split_gain=1.19076e-05 1.81027e-05 4.97597e-05 3.65158e-05 5.28636e-05 2.40585e-05
threshold=1.0000000180025095e-35 -0.082994999999999985 -0.0063699999999999989 0.094485000000000013 0.11230000000000001 -0.016339999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 5 -4 4 -6 -7
leaf_value=-0.00038820725577893363 0.00014086327580802298 1.430595649919978e-05 0.00030019873456791534 0.00036822088520656148 -0.00023403308018278901 -0.0004062733948530788
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leaf_count=844 394 580 709 216 205 962
internal_value=0 -4.18852e-05 2.07603e-05 -0.000112593 3.39745e-05 -0.000195645
internal_weight=0 0.00722556 0.00513389 0.00347537 0.00226883 0.00209167
internal_count=3910 3516 1974 1265 421 1542
is_linear=0
shrinkage=0.00196078


Tree=9132
num_leaves=7
num_cat=0
split_feature=11 3 4 3 1 4
split_gain=2.96315e-05 3.42089e-05 3.23372e-05 6.91177e-05 3.1643e-05 0.000128974
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.083329999999999987 -0.075954999999999981 0.094485000000000013 0.053925000000000008
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010582583502693373 0.0010134333746871201 0.0016280257306288898 0.0010387076068348001 0.0016179693973010821 0.001000074216591008 0.001876458115772941
leaf_count=222 304 574 1526 576 296 412
internal_value=0 3.10791e-05 -1.75481e-05 -8.9019e-05 1.63328e-05 0.000139722
internal_weight=0 0.00821949 0.00716124 0.00553321 0.0044945 0.00287653
internal_count=3910 3606 3384 2810 1284 708
is_linear=0
shrinkage=0.00196078


Tree=9133
num_leaves=7
num_cat=0
split_feature=0 51 457 2 12 16
split_gain=1.41987e-05 1.77774e-05 3.86543e-05 2.78233e-05 4.07479e-05 3.48737e-05
threshold=1.0000000180025095e-35 -0.07742499999999998 0.041935000000000007 0.091025000000000009 0.086865000000000012 -0.17157499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 -7
leaf_value=-0.0002315405287687001 0.00015514470347896946 -0.00051291865978945951 0.00034992563586572293 -0.00013484219071080458 1.5663147369846946e-05 0.00032882233602271859
leaf_weight=0.0015233236927088634 0.001715798923689049 0.0010329362251746473 0.001035208906610509 0.0013868618633423647 0.0012264966260949037 0.0011332991343552773
leaf_count=555 394 713 260 300 965 723
internal_value=0 -4.29837e-05 6.41316e-06 -6.7988e-05 -0.000225987 7.36646e-05
internal_weight=0 0.00733813 0.0058148 0.00477959 0.00225943 0.00252016
internal_count=3910 3516 2961 2701 1678 1023
is_linear=0
shrinkage=0.00196078


Tree=9134
num_leaves=5
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split_feature=0 43 16 1
split_gain=9.44555e-06 1.5403e-05 2.0434e-05 3.27623e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 -0.19424999999999998 0.094485000000000013
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
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leaf_weight=0.0019346774671272276 0.0016188358938008223 0.0015109045426129836 0.0018196695440915091 0.0016136283489136018
leaf_count=1214 394 359 1496 447
internal_value=0 -0.00167006 0.00128999 0.00555472
internal_weight=0 0.00687888 0.0049442 0.0034333
internal_count=3910 3516 2302 1943
is_linear=0
shrinkage=0.1


Tree=9135
num_leaves=6
num_cat=0
split_feature=49 42 1 43 3
split_gain=8.02673e-06 2.64889e-05 2.73533e-05 2.84263e-05 6.65611e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.11052000000000002 -0.07526999999999999 0.084925000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0056525880412200812 0.012639065048564532 0.013683744017789004 -0.014950673505001833 -0.020740513738312816 0.010882421888227944
leaf_weight=0.0019137779639354178 0.0010765440948664424 0.0011116674061381463 0.0017239778517832258 0.0013678924157875449 0.0012964417876752113
leaf_count=529 529 806 501 1362 183
internal_value=0 -0.00170587 -0.00451369 0.000251432 -0.00535307
internal_weight=0 0.00657652 0.00549998 0.003776 0.00266433
internal_count=3910 3381 2852 2351 1545
is_linear=0
shrinkage=0.1


Tree=9136
num_leaves=8
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split_feature=11 3 47 12 3 52 3
split_gain=3.97087e-05 2.36525e-05 3.13096e-05 3.23414e-05 4.47219e-05 2.77644e-05 1.5439e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.086935000000000012 0.045635000000000002 -0.069134999999999988 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
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leaf_weight=0.0010644406978809621 0.0010325900402596037 0.001301173927896622 0.0010566742141435979 0.0017057742290255808 0.0010503710490364429 0.0011254544699636211 0.0010112263455771711
leaf_count=222 304 1003 392 1480 158 240 111
internal_value=0 3.5295e-05 -4.77378e-06 7.66148e-05 0.000185104 1.31377e-05 -0.000208758
internal_weight=0 0.00831511 0.00725067 0.00518277 0.003477 0.00217583 0.0020679
internal_count=3910 3606 3384 2881 1401 398 503
is_linear=0
shrinkage=0.00196078


Tree=9137
num_leaves=7
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split_feature=4 12 3 43 12 2
split_gain=9.20351e-06 1.83544e-05 2.49972e-05 2.59905e-05 4.04433e-05 1.58995e-05
threshold=0.27608500000000008 -0.023959999999999995 0.11476000000000001 -0.17307499999999998 0.088590000000000016 0.089910000000000004
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00722427 0.00616503 0.00504048 0.00403052 0.00274727
internal_count=3910 3469 3157 3023 2823 1404
is_linear=0
shrinkage=0.1


Tree=9138
num_leaves=6
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split_feature=1 4 52 47 1
split_gain=7.60837e-06 2.46803e-05 2.29302e-05 3.4611e-05 3.29571e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.074484999999999982 0.09252500000000001 0.10420500000000001
decision_type=2 2 2 2 2
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leaf_count=189 481 2136 420 221 463
internal_value=0 -0.00359127 0.00248521 0.00675995 0.0137529
internal_weight=0 0.00353191 0.00494636 0.00354785 0.00236324
internal_count=3910 2325 1585 1104 883
is_linear=0
shrinkage=0.1


Tree=9139
num_leaves=7
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split_feature=11 2 16 3 52 4
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threshold=1.0000000180025095e-35 0.096540000000000015 -0.075409999999999991 0.12046500000000002 0.016565000000000003 0.0057500000000000008
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00819277 0.00375886 0.00223708 0.0044339 0.00342184
internal_count=3910 3606 1116 658 2490 1492
is_linear=0
shrinkage=0.00196078


Tree=9140
num_leaves=7
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split_feature=4 151 16 15 133 0
split_gain=7.90266e-06 1.70491e-05 3.56659e-05 3.04432e-05 3.02662e-05 5.96606e-06
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00721246 0.00591375 0.00408157 0.00304219 0.00203633
internal_count=3910 3469 2907 2201 1546 963
is_linear=0
shrinkage=0.1


Tree=9141
num_leaves=8
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split_feature=11 4 2 2 13 49 3
split_gain=2.77416e-05 3.67814e-05 4.3995e-05 9.9495e-05 2.68478e-05 3.98422e-05 5.25553e-05
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internal_weight=0 0.00836558 0.00409024 0.00226975 0.00427534 0.00323722 0.00219002
internal_count=3910 3606 2359 1864 1247 808 651
is_linear=0
shrinkage=0.00196078


Tree=9142
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 3
split_gain=7.58314e-06 2.11934e-05 1.848e-05 2.41834e-05 4.4126e-05 4.75912e-05
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internal_weight=0 0.00730874 0.00627026 0.00484607 0.00371007 0.00260254
internal_count=3910 3423 2967 2617 2315 2010
is_linear=0
shrinkage=0.1


Tree=9143
num_leaves=6
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split_feature=160 42 160 43 1
split_gain=8.23333e-06 2.44944e-05 2.10788e-05 3.13024e-05 3.23535e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00665888 0.00543547 0.00437049 0.00300918
internal_count=3910 2692 1810 1478 1059
is_linear=0
shrinkage=0.1


Tree=9144
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split_feature=1 4 15 15 16 0
split_gain=8.18306e-06 1.7354e-05 1.47994e-05 2.47026e-05 3.45729e-05 5.03043e-05
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internal_weight=0 0.0026813 0.0057764 0.00458588 0.00346799 0.002463
internal_count=3910 2008 1902 1331 966 601
is_linear=0
shrinkage=0.1


Tree=9145
num_leaves=7
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split_feature=42 49 0 15 3 52
split_gain=7.81199e-06 1.8494e-05 2.04698e-05 3.74375e-05 2.3886e-05 1.58366e-05
threshold=0.091955000000000023 -0.0019649999999999997 -0.083424999999999985 -0.11739999999999999 -0.032959999999999996 -0.070004999999999998
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00723201 0.00521279 0.00269838 0.0025144 0.00201922
internal_count=3910 3067 2362 1202 1160 705
is_linear=0
shrinkage=0.1


Tree=9146
num_leaves=6
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split_feature=15 16 0 47 2
split_gain=8.88476e-06 4.96975e-05 3.71464e-05 3.78405e-05 2.80077e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011422073171697671 0.0010027989477531026 0.0019730596049737578 0.0017549307981382508 0.0011014101947521191 0.0014572778425996301
leaf_count=445 304 344 1867 318 632
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internal_weight=0 0.00728948 0.00628668 0.00431362 0.00321221
internal_count=3910 3465 3161 2817 2499
is_linear=0
shrinkage=0.1


Tree=9147
num_leaves=7
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split_feature=11 16 2 16 13 2
split_gain=3.62717e-05 1.98026e-05 4.81404e-05 5.35543e-05 2.40327e-05 1.8217e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.076384999999999995 0.085255000000000011
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011008516615056852 0.001010926727372981 0.001082253820133583 0.0018103479558115596 0.0013405024406479738 0.0013528680802534212 0.0013404026307049623
leaf_count=371 304 1027 585 316 605 702
internal_value=0 3.97501e-05 7.85758e-05 -1.86645e-05 0.000100874 1.70655e-06
internal_weight=0 0.00802723 0.00692637 0.00511603 0.00377552 0.00269327
internal_count=3910 3606 3235 2650 2334 1307
is_linear=0
shrinkage=0.00196078


Tree=9148
num_leaves=6
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split_feature=49 42 12 52 2
split_gain=9.01526e-06 2.47158e-05 2.25883e-05 5.11994e-05 3.95234e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.095295000000000019 -0.0066199999999999991 0.086650000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0060233568698107734 0.012145787741791057 -0.017896244404597757 -0.016556488474834975 -0.0099681969341780807 0.014359724121130261
leaf_weight=0.0019060160593188814 0.0010642499658986533 0.0012688902634262647 0.0012116347863217912 0.0010115012061230949 0.00196528385841453
leaf_count=529 529 805 656 727 664
internal_value=0 -0.00179475 -0.00451334 -0.00107646 0.00609318
internal_weight=0 0.00652156 0.00545731 0.00424568 0.00297679
internal_count=3910 3381 2852 2196 1391
is_linear=0
shrinkage=0.1


Tree=9149
num_leaves=6
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split_feature=52 12 15 4 1
split_gain=9.70892e-06 1.98882e-05 4.48675e-05 2.73831e-05 4.37392e-05
threshold=0.11401500000000002 0.086865000000000012 0.085120000000000015 0.080255000000000007 0.091845000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
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leaf_count=926 647 942 701 368 326
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internal_weight=0 0.00733072 0.00298133 0.00434939 0.00310013
internal_count=3910 3263 1643 1620 1252
is_linear=0
shrinkage=0.1


Tree=9150
num_leaves=7
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split_feature=11 13 39 4 16 4
split_gain=3.63916e-05 1.909e-05 4.11883e-05 4.09902e-05 3.82138e-05 6.06832e-06
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decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
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leaf_weight=0.0017568600305128195 0.0010303305481422576 0.0018792684290351164 0.001069493592661723 0.0010242262617390751 0.00153019285426703 0.00102288438227432
leaf_count=389 304 1476 387 422 765 167
internal_value=0 3.11191e-05 -1.77219e-05 -8.66855e-05 3.64905e-05 -0.000138722
internal_weight=0 0.00828293 0.00652607 0.00545657 0.0035773 0.00204711
internal_count=3910 3606 3217 2830 1354 589
is_linear=0
shrinkage=0.00196078


Tree=9151
num_leaves=8
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split_feature=11 2 0 0 12 3 52
split_gain=2.65516e-05 3.00707e-05 3.37582e-05 2.48579e-05 4.68431e-05 3.8046e-05 2.08384e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.15007499999999999 -0.053834999999999994 0.086865000000000012 0.084925000000000014 0.016565000000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 6 -5 -6 -7 -8
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leaf_count=879 304 157 527 246 1359 116 322
internal_value=0 2.9874e-05 0.000171324 -6.88732e-05 1.003e-05 -0.000182435 0.000326716
internal_weight=0 0.00827705 0.00340277 0.00487428 0.00369958 0.00210091 0.00208366
internal_count=3910 3606 1006 2600 2354 995 849
is_linear=0
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Tree=9152
num_leaves=6
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split_feature=4 151 16 2 0
split_gain=1.06637e-05 1.71089e-05 2.81972e-05 3.01676e-05 5.61255e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.089864999999999987 0.106285 -0.032484999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
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leaf_count=562 441 706 1603 406 192
internal_value=0 -0.00153048 -0.00382452 0.000811187 -0.00430231
internal_weight=0 0.00716846 0.00587339 0.00405726 0.00300168
internal_count=3910 3469 2907 2201 1795
is_linear=0
shrinkage=0.1


Tree=9153
num_leaves=6
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split_feature=4 1 160 2 0
split_gain=9.52735e-06 1.58664e-05 2.12994e-05 3.75746e-05 8.26315e-05
threshold=0.24280000000000004 0.11215000000000001 0.084835000000000008 0.10113500000000002 -0.077944999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_weight=0.0018511251331760994 0.0018877751101128082 0.0014071266672231108 0.0010411779467179279 0.0010074775173207267 0.0012237559172646214
leaf_count=1718 549 290 391 465 497
internal_value=0 -0.00184315 0.000739953 -0.0025162 0.00297535
internal_weight=0 0.00653066 0.00512354 0.00408236 0.00307488
internal_count=3910 3361 3071 2680 2215
is_linear=0
shrinkage=0.1


Tree=9154
num_leaves=7
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split_feature=11 4 42 3 13 3
split_gain=3.31351e-05 1.90036e-05 3.32966e-05 3.87485e-05 2.39857e-05 2.75626e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.045635000000000002 -0.077154999999999987 0.0066850000000000008
decision_type=2 2 2 2 2 2
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leaf_value=0.00048744254879405966 -0.00034059333733116992 0.00019799400554424489 -0.00013920107083829409 2.9852882677160826e-05 -0.00041296566521252721 -1.3455225506392188e-05
leaf_weight=0.0013555833050726252 0.0010046915713319985 0.0010345684851974994 0.001225093723790727 0.0014973833345293028 0.0010039885960751922 0.001960207177612837
leaf_count=871 304 475 1282 242 533 203
internal_value=0 3.6993e-05 0.000131174 0.000247276 -5.90556e-05 -0.000148771
internal_weight=0 0.00807682 0.00407806 0.00285297 0.00399876 0.0029642
internal_count=3910 3606 2395 1113 1211 736
is_linear=0
shrinkage=0.00196078


Tree=9155
num_leaves=8
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split_feature=11 3 47 1 15 0 0
split_gain=3.53669e-05 2.10084e-05 2.23571e-05 3.15993e-05 5.11929e-05 4.41314e-05 3.32045e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991 -0.14733499999999997 -0.082994999999999985
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 5 6 -7 -8
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leaf_count=222 304 999 371 155 532 583 744
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internal_count=3910 3606 3384 3013 2275 738 1276
is_linear=0
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Tree=9156
num_leaves=7
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split_feature=11 3 47 150 52 16
split_gain=3.37653e-05 2.23938e-05 3.13894e-05 2.95128e-05 6.10653e-05 2.96857e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 3.80642e-05 -1.74579e-06 8.13743e-05 0.000160725 0.000311543
internal_weight=0 0.00798846 0.00696436 0.00497915 0.00390123 0.00283115
internal_count=3910 3606 3384 2881 2531 1730
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shrinkage=0.00196078


Tree=9157
num_leaves=7
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split_feature=42 40 47 4 0 15
split_gain=2.86065e-05 3.93278e-05 5.11854e-05 6.01449e-05 3.75983e-05 3.09019e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0083446 0.00724784 0.00595923 0.00425798 0.00249183
internal_count=3910 3470 3107 2766 2261 1154
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Tree=9158
num_leaves=7
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split_feature=51 484 49 15 43 16
split_gain=9.23305e-06 2.05322e-05 1.81747e-05 2.57636e-05 3.55979e-05 3.58204e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00728032 0.00623981 0.00482422 0.00366942 0.00261398
internal_count=3910 3423 2967 2617 1418 846
is_linear=0
shrinkage=0.1


Tree=9159
num_leaves=6
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split_feature=4 2 52 1 16
split_gain=9.82161e-06 1.63322e-05 2.52702e-05 3.03116e-05 6.36873e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00654435 0.0052071 0.00402 0.00229373
internal_count=3910 3361 2921 2056 1391
is_linear=0
shrinkage=0.1


Tree=9160
num_leaves=7
num_cat=0
split_feature=49 51 2 4 0 1
split_gain=1.22346e-05 2.51281e-05 4.76453e-05 2.82941e-05 5.05606e-05 3.27216e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00791899 0.00677873 0.00563698 0.0045847 0.00314817
internal_count=3910 3532 3051 2658 2465 1858
is_linear=0
shrinkage=0.00196078


Tree=9161
num_leaves=7
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split_feature=11 13 39 52 1 4
split_gain=2.72447e-05 3.06922e-05 4.90321e-05 4.33652e-05 4.56587e-05 3.38566e-05
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decision_type=2 2 2 2 2 2
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internal_count=3910 3606 3217 2830 2194 621
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Tree=9162
num_leaves=6
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split_feature=1 12 0 49 4
split_gain=9.05073e-06 1.86109e-05 2.47934e-05 3.07762e-05 2.38296e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00736566 0.00617918 0.00436944 0.00314806
internal_count=3910 3579 3057 2427 2112
is_linear=0
shrinkage=0.1


Tree=9163
num_leaves=6
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internal_weight=0 0.00654186 0.00550746 0.00362045 0.00211176
internal_count=3910 3361 3130 1238 1005
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shrinkage=0.1


Tree=9164
num_leaves=7
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split_feature=49 2 4 0 16 13
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decision_type=2 2 2 2 2 2
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internal_count=3910 3532 3031 2808 2569 1650
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Tree=9165
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internal_weight=0 0.00653915 0.00519844 0.00386215 0.00278614
internal_count=3910 3361 2921 2415 1979
is_linear=0
shrinkage=0.1


Tree=9166
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decision_type=2 2 2 2 2
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internal_weight=0 0.00659269 0.00530651 0.0039213 0.00276409
internal_count=3910 3464 2924 2564 2151
is_linear=0
shrinkage=0.1


Tree=9167
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split_feature=1 12 0 457 2 1
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decision_type=2 2 2 2 2 2
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leaf_count=1338 331 522 630 266 347 476
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internal_weight=0 0.00733391 0.00615601 0.00435185 0.00330826 0.00202074
internal_count=3910 3579 3057 2427 2161 1814
is_linear=0
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Tree=9168
num_leaves=6
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split_feature=160 4 1 43 3
split_gain=9.5133e-06 2.02832e-05 2.43799e-05 4.72711e-05 1.47036e-05
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decision_type=2 2 2 2 2
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leaf_count=1218 1032 396 527 583 154
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internal_weight=0 0.00660128 0.00514298 0.00308613 0.00205685
internal_count=3910 2692 2296 1615 681
is_linear=0
shrinkage=0.1


Tree=9169
num_leaves=7
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split_feature=11 13 39 43 15 3
split_gain=2.65381e-05 2.72471e-05 5.90602e-05 4.25135e-05 5.81168e-05 1.3287e-05
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decision_type=2 2 2 2 2 2
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internal_count=3910 3606 3217 2830 1692 575
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Tree=9170
num_leaves=6
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split_feature=43 3 52 16 0
split_gain=1.01374e-05 2.36316e-05 1.84791e-05 3.12124e-05 2.8589e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00303931 0.00536481 0.00406914 0.00302113
internal_count=3910 1774 2136 1698 1449
is_linear=0
shrinkage=0.1


Tree=9171
num_leaves=6
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split_feature=1 3 133 13 3
split_gain=8.41464e-06 2.35787e-05 2.15609e-05 4.82141e-05 1.78213e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00503022 0.0039693 0.00277787 0.00336326
internal_count=3910 2980 2713 1637 930
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shrinkage=0.1


Tree=9172
num_leaves=7
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split_feature=11 42 0 0 0 2
split_gain=4.33848e-05 2.42076e-05 3.56514e-05 5.74824e-05 6.9611e-05 2.68193e-05
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decision_type=2 2 2 2 2 2
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internal_count=3910 3606 2218 1987 1228 262
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Tree=9173
num_leaves=7
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split_feature=42 49 0 15 52 457
split_gain=9.04636e-06 2.31482e-05 1.79739e-05 3.35135e-05 2.42391e-05 1.49919e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00720109 0.00519025 0.00268361 0.00250664 0.00201084
internal_count=3910 3067 2362 1202 1160 705
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shrinkage=0.1


Tree=9174
num_leaves=8
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split_feature=11 3 1 15 4 15 13
split_gain=2.52467e-05 3.17611e-05 2.67049e-05 8.24105e-05 6.84516e-05 5.77833e-05 3.83398e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 3.20367e-05 -1.47045e-05 -0.000131896 0.000107302 -0.000120737 9.68494e-05
internal_weight=0 0.00823928 0.00718075 0.00366264 0.00351811 0.00207539 0.00228221
internal_count=3910 3606 3384 2423 961 470 1288
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shrinkage=0.00196078


Tree=9175
num_leaves=5
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split_feature=52 13 52 2
split_gain=8.95927e-06 2.14493e-05 2.52451e-05 2.81328e-05
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decision_type=2 2 2 2
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leaf_count=406 647 877 1368 612
internal_value=0 0.00121959 -0.00198016 -0.00679795
internal_weight=0 0.00731592 0.00542237 0.00361841
internal_count=3910 3263 2857 1980
is_linear=0
shrinkage=0.1


Tree=9176
num_leaves=8
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split_feature=11 3 49 15 52 4 2
split_gain=3.19057e-05 2.41488e-05 2.6356e-05 2.85452e-05 6.26193e-05 2.95171e-05 2.56305e-05
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internal_count=3910 3606 3384 2728 1448 1280 656
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Tree=9177
num_leaves=6
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split_feature=15 16 0 47 2
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internal_weight=0 0.00726172 0.00626162 0.00429916 0.00319493
internal_count=3910 3465 3161 2817 2499
is_linear=0
shrinkage=0.1


Tree=9178
num_leaves=6
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split_feature=43 4 13 0 43
split_gain=9.32356e-06 2.20445e-05 2.28225e-05 5.34939e-05 2.08085e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00535669 0.00432282 0.00288239 0.0030358
internal_count=3910 2136 1895 584 1774
is_linear=0
shrinkage=0.1


Tree=9179
num_leaves=8
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split_feature=3 47 4 43 52 42 12
split_gain=1.38043e-05 2.83479e-05 4.02389e-05 2.45089e-05 6.84286e-05 3.48209e-05 2.91024e-05
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=9180
num_leaves=6
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split_feature=160 4 1 43 3
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decision_type=2 2 2 2 2
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internal_weight=0 0.00659219 0.00513818 0.00308643 0.00205175
internal_count=3910 2692 2296 1615 681
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Tree=9181
num_leaves=6
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split_feature=43 3 4 16 2
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threshold=-0.057994999999999998 -0.075954999999999981 -0.23071499999999998 -0.0083999999999999995 0.089910000000000004
decision_type=2 2 2 2 2
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internal_weight=0 0.00303714 0.00534429 0.0043135 0.00327509
internal_count=3910 1774 2136 1895 1519
is_linear=0
shrinkage=0.1


Tree=9182
num_leaves=7
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split_feature=42 0 51 13 15 1
split_gain=9.02564e-06 2.10418e-05 3.96133e-05 2.72243e-05 3.80943e-05 1.6614e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.07742499999999998 -0.094679999999999986 -0.03231499999999999 0.10498500000000001
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00717523 0.00562902 0.00462214 0.00358058 0.0023101
internal_count=3910 3067 2703 2288 1981 823
is_linear=0
shrinkage=0.1


Tree=9183
num_leaves=7
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split_feature=42 40 2 2 15 12
split_gain=1.63041e-05 3.18961e-05 5.38503e-05 5.58517e-05 3.85684e-05 4.12158e-05
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decision_type=2 2 2 2 2 2
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leaf_count=440 363 661 479 398 651 918
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internal_weight=0 0.00799566 0.00695557 0.00511713 0.00393898 0.00235117
internal_count=3910 3470 3107 2628 2230 1569
is_linear=0
shrinkage=0.00196078


Tree=9184
num_leaves=7
num_cat=0
split_feature=13 48 0 2 3 16
split_gain=1.43102e-05 2.9388e-05 3.64702e-05 3.21096e-05 2.54786e-05 2.26468e-05
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decision_type=2 2 2 2 2 2
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leaf_count=210 181 187 961 782 1061 528
internal_value=0 -2.82946e-05 1.88957e-05 -5.15837e-05 7.46101e-05 -0.000230766
internal_weight=0 0.0078108 0.00676877 0.0054596 0.00320347 0.00225613
internal_count=3910 3700 3513 3332 2022 1310
is_linear=0
shrinkage=0.00196078


Tree=9185
num_leaves=7
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split_feature=11 43 15 13 15 15
split_gain=4.26842e-05 2.99012e-05 3.73992e-05 3.63447e-05 3.50776e-05 2.34257e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.00050385588276060853 -0.00038810660880339175 0.00020012496943189439 3.6132940878203533e-05 -0.00018261025023278237 -0.00042187045119062059 0.00021000562970910751
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leaf_count=796 304 336 875 292 1024 283
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internal_weight=0 0.00811271 0.00288588 0.00522683 0.00364809 0.00239547
internal_count=3910 3606 1671 1935 1599 575
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shrinkage=0.00196078


Tree=9186
num_leaves=6
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split_feature=43 52 4 15 47
split_gain=9.11804e-06 1.89789e-05 1.71136e-05 2.42904e-05 3.54871e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010547671185552575 0.0010322174653384034 0.0019870729901653198 0.001493782915959469 0.0018119361127597153 0.0010139489342900819
leaf_count=471 241 1303 536 1139 220
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internal_weight=0 0.00304184 0.00535189 0.00431967 0.00250773
internal_count=3910 1774 2136 1895 756
is_linear=0
shrinkage=0.1


Tree=9187
num_leaves=7
num_cat=0
split_feature=3 39 2 48 3 1
split_gain=8.70561e-06 2.2029e-05 2.70046e-05 2.13585e-05 3.86752e-05 4.40503e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.085835000000000009
decision_type=2 2 2 2 2 2
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leaf_count=1414 239 424 354 398 478 603
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internal_weight=0 0.00720009 0.00614474 0.00490341 0.00347329 0.00226816
internal_count=3910 3671 3247 2893 2495 2017
is_linear=0
shrinkage=0.1


Tree=9188
num_leaves=6
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split_feature=42 49 15 16 12
split_gain=8.04674e-06 2.00629e-05 1.72163e-05 6.21885e-05 3.01482e-05
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decision_type=2 2 2 2 2
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leaf_count=677 843 387 218 593 1192
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internal_weight=0 0.00717436 0.00519451 0.00212046 0.00307405
internal_count=3910 3067 2390 980 1410
is_linear=0
shrinkage=0.1


Tree=9189
num_leaves=7
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split_gain=8.1918e-06 2.42359e-05 2.37832e-05 2.00786e-05 1.79673e-05 2.23457e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00488531 0.00380518 0.0024245 0.00346999 0.0024589
internal_count=3910 2764 2255 1565 1146 665
is_linear=0
shrinkage=0.1


Tree=9190
num_leaves=6
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split_feature=160 42 43 2 15
split_gain=7.62894e-06 2.37283e-05 2.06607e-05 2.18932e-05 4.49769e-06
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decision_type=2 2 2 2 2
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leaf_weight=0.0017835740862209596 0.0011913328058701031 0.001559295271776636 0.0017997354844953477 0.0010074651342898619 0.0010028217930720914
leaf_count=1218 882 604 722 259 225
internal_value=0 0.00155321 0.00438602 0.000417635 0.00759006
internal_weight=0 0.00656065 0.00536932 0.00381002 0.00201029
internal_count=3910 2692 1810 1206 484
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shrinkage=0.1


Tree=9191
num_leaves=6
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split_feature=42 43 2 15 0
split_gain=8.20057e-06 1.93431e-05 2.08236e-05 2.97721e-05 4.74935e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010911285397194074 0.0011908887202754905 0.0010701936810708305 0.0018834392742052329 0.0012018339820562662 0.0018992911355058628
leaf_count=341 843 311 521 913 981
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internal_weight=0 0.00714589 0.00607569 0.00419225 0.00310113
internal_count=3910 3067 2756 2235 1894
is_linear=0
shrinkage=0.1


Tree=9192
num_leaves=6
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split_feature=49 42 2 0 12
split_gain=7.52815e-06 2.18845e-05 2.47388e-05 2.84532e-05 1.07722e-05
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decision_type=2 2 2 2 2
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leaf_count=529 529 1155 293 785 619
internal_value=0 -0.00164301 -0.00420443 0.000696213 0.00845177
internal_weight=0 0.00644467 0.00540113 0.00354326 0.00202585
internal_count=3910 3381 2852 1697 1404
is_linear=0
shrinkage=0.1


Tree=9193
num_leaves=6
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split_feature=16 3 457 2 2
split_gain=8.53857e-06 2.3494e-05 2.26569e-05 2.02791e-05 2.67758e-05
threshold=0.10994000000000002 -0.018854999999999997 0.018630000000000004 0.11542500000000001 0.085255000000000011
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
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leaf_value=0.0038265541647573564 0.0051105595431543034 -0.014918692053556906 0.015648847684441573 0.010757352806787607 -0.012972628887758957
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internal_weight=0 0.00234376 0.00597221 0.00496295 0.00379839
internal_count=3910 685 3225 2888 2509
is_linear=0
shrinkage=0.1


Tree=9194
num_leaves=7
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split_feature=15 52 2 13 15 12
split_gain=7.54191e-06 2.69448e-05 7.99193e-05 3.56432e-05 5.12607e-05 6.92471e-05
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decision_type=2 2 2 2 2 2
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internal_count=3910 3465 2864 2289 1918 1353
is_linear=0
shrinkage=0.1


Tree=9195
num_leaves=7
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split_feature=52 133 13 43 15 48
split_gain=9.93084e-06 1.59459e-05 4.01796e-05 2.22305e-05 3.27003e-05 3.23667e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.010027825516634326 -0.0090057243743403431 0.016090399217179637 0.010198950813364117 0.012831100659589435 -0.020824098493471187 -0.011205748402265028
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internal_weight=0 0.00721132 0.00615469 0.00440514 0.00326498 0.00224087
internal_count=3910 3263 2272 1594 1383 777
is_linear=0
shrinkage=0.1


Tree=9196
num_leaves=8
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split_feature=42 40 2 160 4 13 15
split_gain=1.99096e-05 3.38988e-05 5.20876e-05 3.79515e-05 5.86998e-05 0.000105404 4.35337e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 2.51928e-05 -2.4342e-05 5.01593e-05 0.000135901 -7.31682e-05 0.000377451
internal_weight=0 0.0078838 0.00686487 0.0057675 0.00446888 0.0023955 0.00207338
internal_count=3910 3458 3097 2797 1860 1454 406
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Tree=9197
num_leaves=6
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split_feature=12 1 4 2 12
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internal_weight=0 0.00427124 0.00247645 0.00400573 0.00253619
internal_count=3910 1051 700 2859 1977
is_linear=0
shrinkage=0.1


Tree=9198
num_leaves=7
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split_feature=52 12 52 160 4 1
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00719322 0.00572908 0.00472873 0.0036656 0.00261305
internal_count=3910 3263 2731 2120 1606 692
is_linear=0
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Tree=9199
num_leaves=6
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split_feature=1 0 12 47 4
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decision_type=2 2 2 2 2
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internal_value=0 -0.00013914 5.77096e-05 9.8141e-06 0.000122127
internal_weight=0 0.00275902 0.00602717 0.00492062 0.00368623
internal_count=3910 2008 1902 1452 1189
is_linear=0
shrinkage=0.00196078


Tree=9200
num_leaves=6
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decision_type=2 2 2 2 2
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internal_weight=0 0.00426218 0.00323853 0.00399179 0.00278158
internal_count=3910 1051 786 2859 1785
is_linear=0
shrinkage=0.1


Tree=9201
num_leaves=5
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split_feature=0 43 2 2
split_gain=8.40883e-06 1.64464e-05 1.9838e-05 4.23412e-05
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decision_type=2 2 2 2
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leaf_weight=0.0018823329677660552 0.0015668639029700017 0.0019455560489800461 0.0015595832310987879 0.0012855863287223282
leaf_count=1214 394 1285 451 566
internal_value=0 -0.00156422 0.00154765 0.00601834
internal_weight=0 0.00667306 0.00479073 0.00323114
internal_count=3910 3516 2302 1851
is_linear=0
shrinkage=0.1


Tree=9202
num_leaves=6
num_cat=0
split_feature=12 43 3 0 16
split_gain=8.00844e-06 4.18517e-05 2.76733e-05 2.69511e-05 2.09953e-05
threshold=0.080120000000000011 0.0033500000000000005 0.076695000000000013 -0.084304999999999977 -0.063614999999999991
decision_type=2 2 2 2 2
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leaf_value=0.013539588124326664 -0.0099345736891271116 -0.020391271774455277 0.0041600469569537694 0.010505161614379751 -0.013362078173926775
leaf_weight=0.0015708526111529227 0.0010151541820924237 0.0010478485111422614 0.0016702397101373847 0.0017696613071623891 0.0011578977610221986
leaf_count=567 975 574 281 1282 231
internal_value=0 -0.00335576 0.00289727 0.00305423 -0.00301387
internal_weight=0 0.00383266 0.00439899 0.00278482 0.00282814
internal_count=3910 2831 1079 2257 512
is_linear=0
shrinkage=0.1


Tree=9203
num_leaves=6
num_cat=0
split_feature=49 42 2 2 4
split_gain=8.34632e-06 2.06772e-05 2.34968e-05 2.3508e-05 1.96069e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 0.11339500000000001 -0.12499499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_weight=0.0018588444403127031 0.0010248881836412956 0.0018339032792836999 0.0010163337438198943 0.001349213013109057 0.0011365524876699427
leaf_count=529 529 1155 214 473 1010
internal_value=0 -0.00173573 -0.00423444 0.000567536 0.00705349
internal_weight=0 0.00636089 0.005336 0.0035021 0.00215289
internal_count=3910 3381 2852 1697 1224
is_linear=0
shrinkage=0.1


Tree=9204
num_leaves=7
num_cat=0
split_feature=42 47 13 15 1 13
split_gain=1.85972e-05 3.84906e-05 4.31948e-05 3.92501e-05 3.8749e-05 3.72733e-05
threshold=-0.090359999999999982 0.087850000000000025 0.00079000000000000012 1.0000000180025095e-35 0.093245000000000008 -0.028919999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.00025471184445816829 -0.00024866901041467398 -0.00022600168782554379 0.00044013274355723871 -0.0002590888340916737 0.00040232693467341321 0.00025135212776832016
leaf_weight=0.0010301517755391407 0.0012696921101020525 0.001810593266222133 0.0011597177835366516 0.00139524859198023 0.0012788547607855139 0.0010448226062321961
leaf_count=440 755 455 461 1093 486 220
internal_value=0 2.52725e-05 9.92691e-05 2.00275e-05 0.000128404 -2.29485e-05
internal_weight=0 0.00795893 0.00614834 0.00498862 0.00359337 0.00231451
internal_count=3910 3470 3015 2554 1461 975
is_linear=0
shrinkage=0.00196078


Tree=9205
num_leaves=7
num_cat=0
split_feature=4 42 15 160 52 1
split_gain=1.37281e-05 1.73586e-05 4.45142e-05 3.80275e-05 4.78504e-05 4.7224e-05
threshold=0.27020000000000005 0.088915000000000008 0.079360000000000014 -0.026849999999999995 0.091715000000000005 0.095575000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00041424760861659708 0.00017237082458401945 -0.00023611828967820371 -0.00032927060557425605 -0.00038016783721713828 0.00035603601266219031 0.00013854263232884317
leaf_weight=0.001096291639577134 0.0014621739486583634 0.0013551699065740231 0.0011967798632916563 0.0014462691129929941 0.0010431077575292352 0.0012650280329239269
leaf_count=547 472 995 905 582 109 300
internal_value=0 -3.55399e-05 9.4074e-06 9.29671e-05 -8.47208e-07 -0.00013815
internal_weight=0 0.00740265 0.00604748 0.0048507 0.0037544 0.0027113
internal_count=3910 3438 2443 1538 991 882
is_linear=0
shrinkage=0.00196078


Tree=9206
num_leaves=6
num_cat=0
split_feature=1 0 47 51 0
split_gain=8.57803e-06 2.76602e-05 1.34132e-05 2.75316e-05 4.91714e-05
threshold=0.076710000000000014 0.047345000000000005 0.087850000000000025 0.085845000000000019 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.014053118118142437 0.022450087042947525 0.006656498164097616 -0.0047387786349743916 -0.0083130283150416508 -0.004699444013079139
leaf_weight=0.0014373719591710267 0.0015654853443680002 0.0011698035093071026 0.001871738766626635 0.0010292832337707889 0.001162443992828102
leaf_count=1913 344 95 377 249 932
internal_value=0 -0.004761 0.00217736 0.00562278 0.0108809
internal_weight=0 0.00260718 0.00562895 0.00375721 0.00272793
internal_count=3910 2008 1902 1525 1276
is_linear=0
shrinkage=0.1


Tree=9207
num_leaves=7
num_cat=0
split_feature=1 47 4 160 13 2
split_gain=7.82362e-06 1.89575e-05 2.98485e-05 2.49798e-05 2.38993e-05 2.06754e-05
threshold=0.12864500000000004 0.09252500000000001 0.05309500000000001 0.084835000000000008 -0.032264999999999995 0.087075000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.016861770243494067 0.0080552244340160294 -0.013326617073612761 0.013148361127964227 0.010628259267104572 0.010067799024585586 -0.0098865100504597347
leaf_weight=0.0014579669052133554 0.0010478510332433532 0.001092058529613321 0.0015146503240576594 0.0010332534318786514 0.0010129558508404865 0.0010653855156197265
leaf_count=1295 331 343 531 337 503 570
internal_value=0 -0.00119494 0.000982583 -0.00304995 -0.0070465 -0.000161046
internal_weight=0 0.00717627 0.00608421 0.00456956 0.00353631 0.00207834
internal_count=3910 3579 3236 2705 2368 1073
is_linear=0
shrinkage=0.1


Tree=9208
num_leaves=6
num_cat=0
split_feature=0 1 2 0 48
split_gain=8.21723e-06 1.43434e-05 2.73746e-05 4.99953e-05 3.63515e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.15007499999999999 0.085790000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.010723246678259161 0.0065053394611049786 -0.0087000889199524405 0.01059429871044202 0.024413681202206119 -0.014444933335107083
leaf_weight=0.0013565719652713828 0.001564560105230651 0.0019273005352838245 0.0011587534098520048 0.0010444925275389272 0.0011604561661999766
leaf_count=1896 394 843 225 423 129
internal_value=0 -0.00154961 0.000802436 0.0062471 -0.00193451
internal_weight=0 0.00664757 0.005291 0.0033637 0.00231921
internal_count=3910 3516 1620 777 354
is_linear=0
shrinkage=0.1


Tree=9209
num_leaves=6
num_cat=0
split_feature=13 16 12 0 1
split_gain=1.16306e-05 3.64345e-05 3.37223e-05 3.78169e-05 2.53142e-05
threshold=0.11202500000000001 0.10994000000000002 0.090965000000000018 -0.084304999999999977 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00015463808260620491 0.00016955258684015414 -0.00028563709870109991 -0.00026750474505120726 0.0004377660622495526 0.00017620183672853264
leaf_weight=0.0016963374622721563 0.0013088965338557265 0.0016718914817442357 0.0010872487102752248 0.0010788570608893421 0.0018686951917810234
leaf_count=1051 288 607 851 740 373
internal_value=0 -3.09552e-05 4.33408e-05 0.000116117 1.87794e-05
internal_weight=0 0.00740303 0.00573114 0.00464389 0.00356503
internal_count=3910 3622 3015 2164 1424
is_linear=0
shrinkage=0.00196078


Tree=9210
num_leaves=6
num_cat=0
split_feature=160 42 160 43 16
split_gain=8.85454e-06 2.36321e-05 1.87642e-05 3.04742e-05 2.61689e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.073459999999999984
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0062939040153068412 -0.011136775151117316 0.020066298433371318 -0.0074604963036306845 0.009533704070692527 -0.0098456093773945253
leaf_weight=0.0017627441814414306 0.0011725111223977753 0.0013281975408976749 0.001042120333976276 0.0017413897339432259 0.0011616045562948024
leaf_count=1218 882 419 332 616 443
internal_value=0 0.00170412 0.00455927 0.00751968 0.00177926
internal_weight=0 0.00644582 0.00527331 0.00423119 0.00290299
internal_count=3910 2692 1810 1478 1059
is_linear=0
shrinkage=0.1


Tree=9211
num_leaves=7
num_cat=0
split_feature=11 13 16 43 2 2
split_gain=2.89263e-05 1.84919e-05 3.1688e-05 3.34433e-05 3.26006e-05 8.72927e-05
threshold=1.0000000180025095e-35 0.083175000000000013 0.15100500000000003 -0.062599999999999989 0.089785000000000018 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00035695365723133855 -0.0003187319298036812 0.00024654578765119631 -0.00026381292610842057 -0.00025333220362450809 0.00046451673202227428 -0.00026105362301625813
leaf_weight=0.0011611550917205397 0.0010058795109247455 0.0013156254792073404 0.0014531499400695395 0.001470618630473132 0.0013165465198850775 0.0012359862896985099
leaf_count=1157 304 315 456 959 402 317
internal_value=0 3.41786e-05 -7.91524e-06 6.38123e-05 -2.07936e-05 0.000113181
internal_weight=0 0.00795308 0.00663746 0.00518431 0.00402315 0.00255253
internal_count=3910 3606 3291 2835 1678 719
is_linear=0
shrinkage=0.00196078


Tree=9212
num_leaves=8
num_cat=0
split_feature=13 48 0 2 42 16 1
split_gain=1.96362e-05 2.81053e-05 3.75541e-05 3.0001e-05 2.48674e-05 2.19753e-05 5.9851e-06
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.090050000000000005 0.085195000000000007 0.0054700000000000009 0.092225000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4
right_child=1 -3 3 5 -6 -7 -8
leaf_value=0.00023866819059448555 0.00031046996029880528 -0.00033958852865173848 -0.00017606410405577837 -0.00042211767500979465 0.00029425936418905587 -3.4047616130121343e-05 3.8062351646356852e-05
leaf_weight=0.0011453583171257432 0.0012888776520342095 0.0010203789450441512 0.0010065096904747222 0.0011640725459964396 0.0011308119867766051 0.0010829172385020483 0.0010009801961371324
leaf_count=210 181 187 924 782 866 528 232
internal_value=0 -3.65137e-05 9.82188e-06 -6.21331e-05 6.17026e-05 -0.000235091 -6.92958e-05
internal_weight=0 0.00769455 0.00667417 0.00538529 0.0031383 0.00224699 0.00200749
internal_count=3910 3700 3513 3332 2022 1310 1156
is_linear=0
shrinkage=0.00196078


Tree=9213
num_leaves=6
num_cat=0
split_feature=42 0 43 2 2
split_gain=8.52988e-06 2.13551e-05 2.55978e-05 2.46817e-05 4.19384e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.079109999999999986 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
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leaf_weight=0.0013249982618762828 0.0011706929770466711 0.0015209854765303385 0.0016181977520894476 0.0013440553115452855 0.0012443332166454132
leaf_count=1055 843 364 975 302 371
internal_value=0 0.00129495 -0.00159051 0.00222734 0.00747609
internal_weight=0 0.00705257 0.00553158 0.00420659 0.00286253
internal_count=3910 3067 2703 1648 1346
is_linear=0
shrinkage=0.1


Tree=9214
num_leaves=7
num_cat=0
split_feature=52 151 4 15 3 15
split_gain=8.0068e-06 2.05222e-05 2.92234e-05 5.1079e-05 3.97628e-05 4.35972e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.25367000000000006 -0.017214999999999998 -0.089974999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=-0.0091427226445970396 -0.0081417075242734265 -0.016108960898560305 0.019157538938301764 -0.0092112150894594763 0.028560366119358024 0.00085485399012987537
leaf_weight=0.0015163478479226309 0.0010563876841922183 0.0013148300066599845 0.0010336158048077464 0.0010183648073781026 0.0011246265212968396 0.0011474902364778075
leaf_count=620 647 782 328 469 190 874
internal_value=0 0.00118482 0.00396198 0.000551485 0.00720876 0.0145682
internal_weight=0 0.00715528 0.00563893 0.00460531 0.00329048 0.00227212
internal_count=3910 3263 2643 2315 1533 1064
is_linear=0
shrinkage=0.1


Tree=9215
num_leaves=5
num_cat=0
split_feature=52 16 0 2
split_gain=8.81039e-06 2.40836e-05 3.13158e-05 1.50731e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.11756999999999999 0.097940000000000013
decision_type=2 2 2 2
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leaf_value=-0.001037760784376802 -0.0077566601485588305 -0.011640109596043721 0.011002065999073695 0.014284768685651608
leaf_weight=0.001749829403795635 0.0016398013589602255 0.0018436153919475021 0.0019460911155242152 0.0010140659368963775
leaf_count=694 339 817 1564 496
internal_value=0 -0.00235164 0.00242384 0.00458404
internal_weight=0 0.00542951 0.00358589 0.0027639
internal_count=3910 2720 1903 1190
is_linear=0
shrinkage=0.1


Tree=9216
num_leaves=7
num_cat=0
split_feature=1 12 52 16 151 2
split_gain=8.61712e-06 1.86792e-05 2.06842e-05 5.13017e-05 3.45401e-05 8.62225e-05
threshold=0.12730000000000002 0.098845000000000016 0.091210000000000013 0.050115000000000007 -0.0088999999999999982 0.089910000000000004
decision_type=2 2 2 2 2 2
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leaf_value=-0.010675089087716312 0.0084230133401577215 -0.012995529132123769 0.012878127713374168 -0.021197762225412288 -0.0078519482711077778 0.028738071897923875
leaf_weight=0.0011668962861381073 0.0010553139296946039 0.0011393591484466972 0.0011735429187436182 0.0010735869593694004 0.0013154329517804377 0.0012617404738970528
leaf_count=450 345 520 655 536 1059 345
internal_value=0 -0.0012589 0.000973086 -0.00192689 0.00359891 0.0100619
internal_weight=0 0.00713056 0.0059912 0.00481766 0.00374407 0.00257717
internal_count=3910 3565 3045 2390 1854 1404
is_linear=0
shrinkage=0.1


Tree=9217
num_leaves=7
num_cat=0
split_feature=11 3 1 15 4 13
split_gain=3.07736e-05 3.53726e-05 2.79846e-05 6.56001e-05 6.26e-05 3.05877e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.094485000000000013 -0.0039399999999999991 0.053925000000000008 -0.0058249999999999994
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010382385638260938 0.0010159037190527334 0.0013679796555916023 0.001423440182652949 0.0012620311262412942 0.0020020769564039532 0.0010000654213449668
leaf_count=222 304 1135 491 945 470 343
internal_value=0 3.35188e-05 -1.62054e-05 -0.000136163 0.000110916 6.88156e-05
internal_weight=0 0.00809383 0.00705559 0.00363008 0.00342552 0.0022621
internal_count=3910 3606 3384 2423 961 1288
is_linear=0
shrinkage=0.00196078


Tree=9218
num_leaves=7
num_cat=0
split_feature=52 1 1 3 1 52
split_gain=1.17808e-05 1.8878e-05 4.08008e-05 3.4971e-05 2.66644e-05 1.88544e-05
threshold=-0.081429999999999989 0.088010000000000019 0.096035000000000023 -0.084014999999999992 0.11235500000000002 -0.22901999999999997
decision_type=2 2 2 2 2 2
left_child=5 3 -3 -2 -4 -1
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leaf_value=-7.0246629972408391e-05 8.8833778719191406e-05 0.00036812981165424509 -0.00031077541378221141 -0.00038125008868580043 7.4045669109035173e-05 0.00029186631348106175
leaf_weight=0.0010409251871883458 0.0010729257155724628 0.0010669523403029186 0.0011582139945370148 0.0014054467314775483 0.0017207775414444914 0.0011789424561326873
leaf_count=498 790 366 292 996 495 473
internal_value=0 -4.36258e-05 4.0611e-05 -0.000177744 -8.07673e-05 0.000122067
internal_weight=0 0.00642432 0.00394594 0.00247837 0.00287899 0.00221987
internal_count=3910 2939 1153 1786 787 971
is_linear=0
shrinkage=0.00196078


Tree=9219
num_leaves=6
num_cat=0
split_feature=15 2 0 2 4
split_gain=9.45902e-06 2.24242e-05 4.27467e-05 3.7123e-05 2.88149e-05
threshold=-0.11739999999999999 0.09116500000000001 -0.10575999999999998 0.11005500000000001 -0.0031049999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -4
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leaf_value=-0.0071261644613201244 0.023554112955288621 -0.014124807807634105 0.0092603115654561943 0.007414381858093174 -0.013129170661029449
leaf_weight=0.0015227250787265261 0.0010937852110124752 0.0017675937122606364 0.0013340330086610676 0.0014620119030882852 0.0010100177656097269
leaf_count=614 178 793 1492 498 335
internal_value=0 0.00160916 0.00723013 -0.00437422 -0.000386994
internal_weight=0 0.00666744 0.00343784 0.00322961 0.00234405
internal_count=3910 3296 2005 1291 1827
is_linear=0
shrinkage=0.1


Tree=9220
num_leaves=7
num_cat=0
split_feature=52 1 1 3 1 43
split_gain=9.22587e-06 1.80567e-05 3.78622e-05 3.30024e-05 2.20115e-05 1.63929e-05
threshold=-0.081429999999999989 0.088010000000000019 0.096035000000000023 -0.084014999999999992 0.11235500000000002 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=5 3 -3 -2 -4 -1
right_child=1 2 4 -5 -6 -7
leaf_value=0.014214074604618213 0.0046735128010823319 0.018803605012105092 -0.014749201037557903 -0.019286261651784029 0.0035625387530456853 -0.0035038671073499986
leaf_weight=0.0010886444357043907 0.0010166636116070236 0.001015869400072548 0.0010989916623744462 0.0013229704746953706 0.0016300981665919238 0.0010035764332075496
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internal_value=0 -0.00198267 0.00232314 -0.00887479 -0.00381151 0.0057153
internal_weight=0 0.00608459 0.00374496 0.00233963 0.00272909 0.00209222
internal_count=3910 2939 1153 1786 787 971
is_linear=0
shrinkage=0.1


Tree=9221
num_leaves=6
num_cat=0
split_feature=43 3 13 15 15
split_gain=1.21662e-05 2.88674e-05 1.90035e-05 4.07169e-05 2.35319e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-5.696459698625302e-05 0.00010325012277243571 0.00032800796610520918 -0.00019770966777020265 -0.00042705673345178378 0.00018728805631963038
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leaf_count=1238 401 536 273 1122 340
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internal_weight=0 0.00314725 0.00555449 0.00370891 0.00245125
internal_count=3910 1774 2136 1735 613
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Tree=9222
num_leaves=6
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split_feature=3 39 3 4 0
split_gain=8.26637e-06 2.06336e-05 2.18454e-05 4.74559e-05 2.47266e-05
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leaf_count=2120 239 424 490 307 330
internal_value=0 -0.00130484 -0.00354708 -0.00998265 0.00211557
internal_weight=0 0.00701986 0.0059945 0.00280577 0.00318873
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=9223
num_leaves=6
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split_feature=52 160 16 0 4
split_gain=1.29316e-05 2.62152e-05 1.79064e-05 3.08986e-05 1.68646e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.055679999999999993 -0.10209999999999998 -0.0031049999999999997
decision_type=2 2 2 2 2
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leaf_count=807 924 346 260 1190 383
internal_value=0 -6.36757e-05 -2.13613e-06 7.27625e-05 9.4543e-05
internal_weight=0 0.00590829 0.00483492 0.00346844 0.00299175
internal_count=3910 2720 1796 1536 1190
is_linear=0
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Tree=9224
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split_feature=1 0 13 15 12
split_gain=1.15596e-05 3.24893e-05 2.95118e-05 3.00382e-05 2.27326e-05
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decision_type=2 2 2 2 2
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leaf_count=1213 961 556 245 379 556
internal_value=0 -8.62305e-05 5.90976e-05 -5.64388e-05 4.71481e-05
internal_weight=0 0.00360744 0.00505006 0.00316792 0.00238308
internal_count=3910 2325 1585 624 1112
is_linear=0
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Tree=9225
num_leaves=8
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split_feature=50 484 1 457 52 16 13
split_gain=1.0783e-05 2.87128e-05 3.28779e-05 4.12119e-05 3.34594e-05 4.45989e-05 4.2807e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
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internal_weight=0 0.00771269 0.00671199 0.00568903 0.0046486 0.00363921 0.00251642
internal_count=3910 3183 2766 2489 2265 1448 1204
is_linear=0
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Tree=9226
num_leaves=8
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split_feature=42 51 13 15 16 16 2
split_gain=1.34664e-05 3.16333e-05 2.89827e-05 2.99904e-05 7.52691e-05 4.39303e-05 5.21562e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=440 585 365 425 248 826 326 695
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internal_weight=0 0.00787385 0.00665403 0.00546453 0.00443705 0.0033488 0.00215374
internal_count=3910 3470 2885 2460 2095 1847 1521
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Tree=9227
num_leaves=8
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split_feature=11 48 2 43 16 13 16
split_gain=4.54847e-05 3.37085e-05 5.21979e-05 2.49471e-05 5.32797e-05 3.34626e-05 3.81968e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00813303 0.00683906 0.00564562 0.00457935 0.00350583 0.00229624
internal_count=3910 3606 3269 2798 2636 2334 1250
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Tree=9228
num_leaves=7
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split_feature=11 3 3 1 15 4
split_gain=2.21045e-05 2.54711e-05 2.89121e-05 3.11049e-05 0.000105464 7.77529e-05
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leaf_weight=0.0010193847127211633 0.0010008494489430935 0.0010834435237063612 0.001121942277628895 0.0013521437658470857 0.0015944376361965856 0.0018718337318581288
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internal_count=3910 3606 3384 1738 871 867
is_linear=0
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Tree=9229
num_leaves=5
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split_feature=52 16 0 2
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decision_type=2 2 2 2
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leaf_weight=0.0017577281202643595 0.001653829544406433 0.0018488707351999268 0.0019557946205522973 0.0010211309321216577
leaf_count=694 339 817 1564 496
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internal_weight=0 0.00545849 0.00360962 0.00277886
internal_count=3910 2720 1903 1190
is_linear=0
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Tree=9230
num_leaves=7
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split_feature=11 16 2 16 2 1
split_gain=3.29781e-05 2.05993e-05 4.90987e-05 5.86042e-05 2.98509e-05 5.27585e-05
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decision_type=2 2 2 2 2 2
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leaf_count=371 304 1252 585 334 595 469
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internal_weight=0 0.00795175 0.00685209 0.00504942 0.00346527 0.00234053
internal_count=3910 3606 3235 2650 2316 1721
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Tree=9231
num_leaves=7
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split_feature=13 39 0 15 2 4
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decision_type=2 2 2 2 2 2
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internal_count=3910 3700 3281 2813 2518 2057
is_linear=0
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Tree=9232
num_leaves=6
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split_feature=4 12 3 43 12
split_gain=8.97983e-06 2.19462e-05 2.52561e-05 3.06201e-05 4.06848e-05
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decision_type=2 2 2 2 2
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leaf_count=312 441 1218 164 257 1518
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internal_weight=0 0.00698098 0.00595871 0.0045498 0.00260148
internal_count=3910 3469 3157 2993 1775
is_linear=0
shrinkage=0.1


Tree=9233
num_leaves=6
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split_feature=0 43 160 16 13
split_gain=8.2205e-06 1.47901e-05 2.23537e-05 4.70297e-05 2.63327e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 1.0000000180025095e-35 -0.008069999999999999 -0.088854999999999976
decision_type=2 2 2 2 2
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internal_weight=0 0.00664381 0.00477244 0.00371681 0.00265274
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is_linear=0
shrinkage=0.1


Tree=9234
num_leaves=6
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split_feature=42 0 51 15 16
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decision_type=2 2 2 2 2
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leaf_weight=0.0010042458626217552 0.001159630289127851 0.0015160536389408671 0.0013800148506646643 0.001205420007774688 0.001936902549839178
leaf_count=422 843 364 395 538 1348
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internal_weight=0 0.00704264 0.00552658 0.00452234 0.00314232
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is_linear=0
shrinkage=0.1


Tree=9235
num_leaves=7
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split_gain=4.2887e-05 3.38778e-05 3.01728e-05 7.38145e-05 6.87736e-05 2.28942e-05
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decision_type=2 2 2 2 2 2
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internal_count=3910 3606 3384 961 2423 1288
is_linear=0
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Tree=9236
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internal_weight=0 0.00699171 0.00513669 0.00386478 0.00269949
internal_count=3910 2884 1925 1215 609
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Tree=9237
num_leaves=6
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split_feature=150 15 15 133 16
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decision_type=2 2 2 2 2
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internal_weight=0 0.00666245 0.00275478 0.00390767 0.00272188
internal_count=3910 3397 1384 2013 1281
is_linear=0
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Tree=9238
num_leaves=6
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Tree=9239
num_leaves=7
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Tree=9240
num_leaves=6
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decision_type=2 2 2 2 2
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internal_weight=0 0.00633544 0.00531579 0.00371372 0.00210481
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=9241
num_leaves=8
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split_feature=42 51 12 0 15 16 2
split_gain=2.42022e-05 3.86818e-05 3.2413e-05 4.85154e-05 2.65688e-05 4.01594e-05 4.50658e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010016812369286485 0.0011852800180826364 0.0010332034004434244 0.0010171207914359852 0.0013413861131613978 0.0010090275808520483 0.0011598539411903927 0.00109541837388162
leaf_count=440 585 310 421 417 316 947 474
internal_value=0 3.54491e-05 9.35648e-05 0.000151678 5.00664e-05 -3.66707e-05 0.000108802
internal_weight=0 0.00784129 0.00665601 0.00563889 0.0042975 0.0032643 0.00225527
internal_count=3910 3470 2885 2464 2047 1737 1421
is_linear=0
shrinkage=0.00196078


Tree=9242
num_leaves=7
num_cat=0
split_feature=52 0 47 150 15 4
split_gain=1.0761e-05 1.63361e-05 3.98181e-05 3.58777e-05 2.35177e-05 3.15158e-05
threshold=0.11401500000000002 -0.017269999999999997 0.09252500000000001 0.086420000000000011 0.079360000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0005204840676475129 -0.000184909377952078 0.00019611244566135531 -0.00032965220076084289 -0.00026154331831066248 -5.4152057995408896e-05 5.1446853642557088e-05
leaf_weight=0.0010650813798753886 0.0011114669559064991 0.0016199329267477811 0.0012955777074113786 0.001030957666939742 0.001304934978954949 0.0011405997171611423
leaf_count=548 647 378 313 335 1145 544
internal_value=0 2.19029e-05 -2.64439e-05 6.00526e-05 0.000154495 0.000277936
internal_weight=0 0.00745708 0.00583715 0.00454157 0.00351062 0.00220568
internal_count=3910 3263 2885 2572 2237 1092
is_linear=0
shrinkage=0.00196078


Tree=9243
num_leaves=6
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split_feature=4 12 3 43 12
split_gain=8.39185e-06 1.8665e-05 1.90374e-05 2.74244e-05 3.43633e-05
threshold=0.27608500000000008 -0.023959999999999995 0.10666500000000002 -0.074254999999999988 0.080120000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_value=-0.013919392867323778 0.0075388089314822951 0.0065867588247780287 0.010916462041776929 0.00084284569105621393 -0.022454947119166735
leaf_weight=0.001014676475090944 0.0012418394323485812 0.001939355891239372 0.0014070970774371369 0.0014766753619466564 0.0011082083094524561
leaf_count=312 441 1218 164 257 1518
internal_value=0 -0.0013863 0.000757745 -0.00240175 -0.00914554
internal_weight=0 0.00694601 0.00593134 0.00452424 0.00258488
internal_count=3910 3469 3157 2993 1775
is_linear=0
shrinkage=0.1


Tree=9244
num_leaves=6
num_cat=0
split_feature=133 160 16 0 1
split_gain=8.78925e-06 7.61246e-05 2.09335e-05 4.59096e-05 1.93608e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -0.072804999999999981 -0.15713499999999997 0.094485000000000013
decision_type=2 2 2 2 2
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leaf_value=0.0083782647215271573 -0.02151675421397245 -0.0050023653029952903 -0.0089092272542779516 0.021206221537375041 0.0077313515477572363
leaf_weight=0.0010791075757627102 0.001476374346274738 0.001149105528994255 0.0016755690457060744 0.0015976009019652313 0.0011998455376919051
leaf_count=797 1041 158 634 880 400
internal_value=0 -0.00130838 0.00399835 0.0102417 -0.00196549
internal_weight=0 0.0070985 0.00562212 0.00274671 0.00287541
internal_count=3910 3113 2072 1038 1034
is_linear=0
shrinkage=0.1


Tree=9245
num_leaves=6
num_cat=0
split_feature=484 1 457 3 13
split_gain=8.93586e-06 2.64294e-05 3.07504e-05 2.85043e-05 2.46852e-05
threshold=0.084225000000000008 0.122185 0.069705000000000003 0.090325000000000003 -0.0041499999999999983
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=-0.011425942506050203 0.0088085319504051605 0.012345419416077315 0.011870713371633947 -0.020839377499308073 0.0047539186940200456
leaf_weight=0.0018108450131419799 0.0010038209387415375 0.0011894127491129201 0.0010157330476627067 0.0011741013272310065 0.0019674348541391506
leaf_count=1924 470 337 247 176 756
internal_value=0 -0.00126634 -0.00397909 -0.00722988 -0.00300073
internal_weight=0 0.00715753 0.00596811 0.00495238 0.00377828
internal_count=3910 3440 3103 2856 2680
is_linear=0
shrinkage=0.1


Tree=9246
num_leaves=8
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split_feature=42 40 2 48 13 2 2
split_gain=2.3589e-05 2.9238e-05 6.13677e-05 2.68723e-05 4.78585e-05 5.39058e-05 3.40379e-05
threshold=-0.089744999999999978 -0.018084999999999997 0.11934000000000002 0.092755000000000018 -0.083514999999999992 0.096750000000000017 0.081615000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00028606146043067362 0.00034367090849458882 0.00030444253468130426 -0.00044100955054487674 0.00035893491621136496 -0.00022083562869500785 -0.00050053412083622413 0.00025768865130374911
leaf_weight=0.001005390719257389 0.001013888942838808 0.0014403436882830531 0.0010845050896865164 0.001003894747313115 0.0010405508056686877 0.0010132375756904876 0.0012678180427960802
leaf_count=452 361 859 300 259 550 423 706
internal_value=0 3.29025e-05 -1.30929e-05 6.73945e-05 5.93319e-06 -0.000123509 4.19827e-05
internal_weight=0 0.00786424 0.00685035 0.00576584 0.00476195 0.00332161 0.00230837
internal_count=3910 3458 3097 2797 2538 1679 1256
is_linear=0
shrinkage=0.00196078


Tree=9247
num_leaves=7
num_cat=0
split_feature=42 40 2 3 1 12
split_gain=2.71659e-05 3.18188e-05 5.35275e-05 4.93223e-05 4.33283e-05 2.73064e-05
threshold=-0.089744999999999978 -0.018084999999999997 0.11230000000000001 0.092005000000000017 0.088495000000000018 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=-0.00031114863038537863 0.00035383332267921826 -2.8773936321100948e-05 -0.00030596318201599459 0.00047527618020231993 -0.00025443818595884257 0.00039553255554179625
leaf_weight=0.0010012186788670796 0.0010255609911805049 0.0013089499898796143 0.0018066587844662793 0.0010083913545487367 0.0016428570658105447 0.001051616384690323
leaf_count=452 361 772 479 205 702 939
internal_value=0 3.18268e-05 -1.6606e-05 8.77015e-05 -9.92168e-06 0.000160252
internal_weight=0 0.00784403 0.00681847 0.00501181 0.00400342 0.00236057
internal_count=3910 3458 3097 2618 2413 1711
is_linear=0
shrinkage=0.00196078


Tree=9248
num_leaves=7
num_cat=0
split_feature=42 43 0 52 0 13
split_gain=1.8235e-05 2.75265e-05 2.75061e-05 2.26478e-05 2.71957e-05 5.99523e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 -0.074484999999999982 -0.15137999999999999 -0.09547499999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.0002019711630577715 2.9329656733992824e-06 -0.00026743631224895035 0.00044206713483869005 0.00022482118945662169 0.00020114004211280878 -0.0004470222008239131
leaf_weight=0.0014637896129714384 0.0011015372039969332 0.0012749162954202877 0.001092091018742847 0.0016450640000053988 0.0011484551607498761 0.0010505195434624887
leaf_count=1060 976 344 357 223 254 696
internal_value=0 3.77827e-05 0.000221555 -4.09691e-05 3.41412e-05 -0.000108507
internal_weight=0 0.00731258 0.00219363 0.00511895 0.00384404 0.00219897
internal_count=3910 2850 1333 1517 1173 950
is_linear=0
shrinkage=0.00196078


Tree=9249
num_leaves=7
num_cat=0
split_feature=42 51 43 15 13 16
split_gain=1.01273e-05 2.36334e-05 1.7629e-05 2.5151e-05 3.74008e-05 3.47525e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 -0.11399999999999998 -0.09547499999999999 -0.074719999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
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leaf_value=-0.0078682075357955072 -0.01233838790297659 0.014985872738243925 0.013723212607156882 0.010930220091095207 -0.022766884250381682 0.0024920266404524563
leaf_weight=0.0013734127928063987 0.0010391402031951213 0.0011731592001338548 0.0011966486512721142 0.0012158447937236951 0.0011639098151800943 0.0010238531288803893
leaf_count=1060 521 488 344 246 560 691
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internal_weight=0 0.00681256 0.00577342 0.00460026 0.00340361 0.00218776
internal_count=3910 2850 2329 1841 1497 1251
is_linear=0
shrinkage=0.1


Tree=9250
num_leaves=7
num_cat=0
split_feature=42 40 2 3 1 13
split_gain=2.04471e-05 3.84473e-05 4.94989e-05 4.45357e-05 4.3681e-05 3.85701e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.092005000000000017 0.088495000000000018 -0.028919999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.00026761527327929635 0.00037905374722879069 -0.00010604920377826599 -0.00030102341857301916 0.00044232304990149174 -0.0002611625641984956 0.00039173971549329222
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leaf_count=440 363 1183 479 205 703 537
internal_value=0 2.82369e-05 -2.47638e-05 7.49785e-05 -1.68776e-05 0.000152477
internal_weight=0 0.00794993 0.00690651 0.00507442 0.00405936 0.00239735
internal_count=3910 3470 3107 2628 2423 1720
is_linear=0
shrinkage=0.00196078


Tree=9251
num_leaves=6
num_cat=0
split_feature=15 3 47 0 1
split_gain=1.84419e-05 2.63818e-05 2.81001e-05 7.37771e-05 4.74889e-05
threshold=-0.11739999999999999 -0.100615 0.09252500000000001 -0.082994999999999985 0.091845000000000024
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.00019263146736481161 0.00026534455942647702 3.8212103510188762e-05 -0.00031229155748624594 -0.00028198423263412186 0.00055993881983125622
leaf_weight=0.0016342012788299783 0.0015423398266418507 0.0017797609438951376 0.001056598165463829 0.0016904144035846122 0.001076451114714793
leaf_count=614 437 1097 231 1303 228
internal_value=0 3.82573e-05 -2.42506e-05 4.26877e-05 0.000234841
internal_weight=0 0.00714556 0.00560322 0.00454663 0.00285621
internal_count=3910 3296 2859 2628 1325
is_linear=0
shrinkage=0.00196078


Tree=9252
num_leaves=8
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split_feature=42 12 4 52 2 1 3
split_gain=2.84311e-05 3.80917e-05 5.71678e-05 6.31833e-05 6.09753e-05 5.65557e-05 1.9018e-05
threshold=-0.090359999999999982 0.098845000000000016 -0.0010999999999999996 -0.087094999999999992 0.090310000000000015 0.078675000000000009 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 -6
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leaf_value=-0.0003131780075603362 -0.00013158347572588889 -0.00028945526678372097 -0.00048813255660522069 0.00074420841374767859 0.00026708632554978254 0.0001347105516336234 -7.9442794264604719e-05
leaf_weight=0.0010084863289695741 0.001026962917574916 0.0011782179398280449 0.0010171731921172476 0.0012193071996676403 0.001147113426265793 0.0011256988936925016 0.0012977593861565888
leaf_count=440 523 498 409 897 406 560 177
internal_value=0 3.61516e-05 9.22878e-05 0.000274003 -8.46998e-05 0.000451624 8.31457e-05
internal_weight=0 0.00801223 0.00683402 0.00337197 0.00346205 0.00234501 0.00244487
internal_count=3910 3470 2972 1980 992 1457 583
is_linear=0
shrinkage=0.00196078


Tree=9253
num_leaves=6
num_cat=0
split_feature=52 160 13 16 2
split_gain=8.19973e-06 1.79197e-05 2.03467e-05 1.95691e-05 4.02332e-05
threshold=0.11401500000000002 -0.026849999999999995 -0.091849999999999987 0.18126 0.090815000000000021
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_value=0.012807910660476719 -0.0082541094255519139 0.0079931040478771944 0.001507248222013584 0.0074826227138457928 -0.02086336525882795
leaf_weight=0.0011172130570662854 0.0010589871863731998 0.0017813644589079443 0.0017968551407135209 0.0010018852832279117 0.0014549013101210447
leaf_count=621 647 408 1197 468 569
internal_value=0 0.00117428 -0.000979364 -0.00473691 -0.00850181
internal_weight=0 0.00715222 0.00603501 0.00425364 0.00325176
internal_count=3910 3263 2642 2234 1766
is_linear=0
shrinkage=0.1


Tree=9254
num_leaves=8
num_cat=0
split_feature=11 48 2 52 133 2 43
split_gain=6.18559e-05 2.31809e-05 4.50508e-05 4.14318e-05 6.37274e-05 3.34332e-05 3.60712e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.11260500000000001 0.086950000000000013 0.058050000000000011 0.085805000000000006 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00022035404935184498 -0.00046626912114082632 0.0002819005590834311 0.0003405986250296017 -0.00038311379544756662 0.0004497407017787908 -0.00034785725504792844 0.00029447104763412747
leaf_weight=0.0010138761823510222 0.0010301117257691767 0.0013156949731561052 0.0012197805782069105 0.0012944001833962082 0.0010059759237370167 0.0013784486441041723 0.0010812522442420229
leaf_count=432 304 337 471 853 748 499 266
internal_value=0 4.31268e-05 -1.7925e-06 -7.41246e-05 1.51602e-05 -0.000110698 4.53365e-05
internal_weight=0 0.00830943 0.00699373 0.00577395 0.00447955 0.00347358 0.00209513
internal_count=3910 3606 3269 2798 1945 1197 698
is_linear=0
shrinkage=0.00196078


Tree=9255
num_leaves=6
num_cat=0
split_feature=4 151 4 13 16
split_gain=7.88485e-06 1.87116e-05 3.09209e-05 2.54429e-05 1.44778e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.0021099999999999995 -0.0030249999999999995 -0.092424999999999993
decision_type=2 2 2 2 2
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leaf_count=562 441 1446 371 664 426
internal_value=0 -0.00135642 -0.00378893 0.00234789 -0.0126039
internal_weight=0 0.00697703 0.00571592 0.00336988 0.00234604
internal_count=3910 3469 2907 2110 797
is_linear=0
shrinkage=0.1


Tree=9256
num_leaves=6
num_cat=0
split_feature=16 160 16 12 0
split_gain=8.36672e-06 3.14426e-05 2.98241e-05 2.25732e-05 4.73784e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0016353180061182985 0.0010729741271715025 0.0014740111479439957 0.0013402453756063846 0.0014923937469904546 0.0011968293173831486
leaf_count=252 585 660 447 1249 717
internal_value=0 -0.00341106 -0.00896436 0.00298196 0.00822653
internal_weight=0 0.00388723 0.00281426 0.00432454 0.00283215
internal_count=3910 1692 1107 2218 969
is_linear=0
shrinkage=0.1


Tree=9257
num_leaves=6
num_cat=0
split_feature=49 133 52 4 16
split_gain=8.2702e-06 1.73429e-05 3.99782e-05 6.17316e-05 5.27252e-05
threshold=-0.045004999999999996 0.087330000000000019 0.071660000000000015 -0.034289999999999994 -0.057604999999999996
decision_type=2 2 2 2 2
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leaf_weight=0.0018530031229521344 0.0010341779634923109 0.0010075540271989947 0.0016832095819276699 0.0013862516048080394 0.0012343153945822277
leaf_count=529 641 929 914 374 523
internal_value=0 -0.00175588 0.000515415 -0.00535765 0.00280677
internal_weight=0 0.00634551 0.00533795 0.00365474 0.00262057
internal_count=3910 3381 2452 1538 897
is_linear=0
shrinkage=0.1


Tree=9258
num_leaves=8
num_cat=0
split_feature=50 15 51 160 0 16 2
split_gain=1.83229e-05 3.32144e-05 3.62219e-05 3.13134e-05 6.80368e-05 4.90944e-05 2.2762e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 6 -8
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leaf_weight=0.0010121613359125609 0.0010131007526916558 0.0010252515579905162 0.0010938047857498622 0.001099717930142166 0.0011077035570244277 0.0010121977266091633 0.0015318886224891018
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internal_value=0 2.78928e-05 -2.09593e-05 -8.29101e-05 -0.000149968 -2.12105e-05 -0.000171227
internal_weight=0 0.00788273 0.00687056 0.00577676 0.00475151 0.00365179 0.00254409
internal_count=3910 3195 2795 2486 1839 1589 1110
is_linear=0
shrinkage=0.00196078


Tree=9259
num_leaves=6
num_cat=0
split_feature=52 0 1 1 15
split_gain=9.18884e-06 1.65408e-05 4.14732e-05 4.30888e-05 7.49637e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.095575000000000007 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_count=1014 647 378 429 270 1172
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internal_weight=0 0.00713698 0.0055908 0.00386451 0.00285593
internal_count=3910 3263 2885 2456 2186
is_linear=0
shrinkage=0.1


Tree=9260
num_leaves=7
num_cat=0
split_feature=42 51 12 0 2 16
split_gain=8.46404e-06 2.4733e-05 1.71604e-05 3.46361e-05 2.63174e-05 2.08243e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.096315000000000026 -0.074249999999999997 0.088820000000000024 -0.19424999999999998
decision_type=2 2 2 2 2 2
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leaf_count=1060 521 875 372 404 238 440
internal_value=0 0.00140864 0.0039669 0.00658332 0.00178124 0.00819666
internal_weight=0 0.00680541 0.0057669 0.00468833 0.00357304 0.0022922
internal_count=3910 2850 2329 1957 1553 678
is_linear=0
shrinkage=0.1


Tree=9261
num_leaves=8
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split_feature=1 12 3 42 43 2 4
split_gain=1.29322e-05 3.09257e-05 6.41799e-05 3.07703e-05 2.37153e-05 4.10067e-05 2.82681e-05
threshold=0.10113500000000002 0.090840000000000018 0.12046500000000002 0.086700000000000013 0.0016850000000000001 0.084235000000000018 -0.011209999999999999
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.00023587589282955915 0.00048546559600787053 -0.00017602752356313069 -0.00015385438442450461 -0.0003704874451477068 0.00024770986526202927 -0.00047915618001765102 -1.3679591231246407e-05
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leaf_count=377 426 330 231 1094 302 694 456
internal_value=0 8.52215e-05 0.000210232 -6.70896e-05 7.73957e-06 -8.31601e-05 -0.000246167
internal_weight=0 0.00364064 0.00246237 0.00521084 0.00417992 0.00303157 0.00200642
internal_count=3910 987 657 2923 1829 1527 1150
is_linear=0
shrinkage=0.00196078


Tree=9262
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 16
split_gain=1.86098e-05 3.61316e-05 3.60385e-05 7.58666e-05 2.32414e-05 3.02439e-05
threshold=0.086465000000000014 0.087615000000000012 -0.013279999999999998 -0.07125999999999999 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012999610352611175 0.001003107903655453 0.0011026045170384998 0.0017316424132899297 0.0011755856184114683 0.0014618811407059568 0.0010885889095139339
leaf_count=840 715 744 624 417 383 187
internal_value=0 2.51865e-05 7.88855e-05 0.000243675 -4.55372e-05 6.32207e-05
internal_weight=0 0.00786026 0.00675766 0.00290723 0.00385043 0.00255047
internal_count=3910 3195 2451 1041 1410 570
is_linear=0
shrinkage=0.00196078


Tree=9263
num_leaves=7
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split_feature=16 150 3 2 15 3
split_gain=8.6003e-06 2.6303e-05 4.38218e-05 6.16896e-05 2.10398e-05 2.01618e-05
threshold=0.10994000000000002 0.082965000000000025 -0.089974999999999986 0.10648500000000001 -0.0039399999999999991 -0.018854999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.017965809821995606 0.0043628824898388104 0.014968543114442151 0.0029179513567911715 -0.014440567813716183 0.022197015792931943 -0.014413015067176588
leaf_weight=0.0011955116851448937 0.0011178500831280449 0.001232992344392449 0.0010075232759509639 0.001171878164196945 0.001291938271783417 0.0011710316201651795
leaf_count=563 511 466 768 390 1038 174
internal_value=0 0.0019784 -0.00145362 0.00423309 0.0137498 -0.00524319
internal_weight=0 0.00589984 0.00466685 0.00347134 0.00229946 0.00228888
internal_count=3910 3225 2759 2196 1806 685
is_linear=0
shrinkage=0.1


Tree=9264
num_leaves=7
num_cat=0
split_feature=49 2 2 3 16 13
split_gain=1.32018e-05 3.49211e-05 4.49028e-05 2.51031e-05 2.59275e-05 1.7263e-05
threshold=0.10228500000000001 0.11260500000000001 0.10113500000000002 -0.078884999999999997 -0.088144999999999987 -0.0086549999999999978
decision_type=2 2 2 2 2 2
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leaf_value=-0.00037327699624632705 0.00020851968904055164 0.0002324863252339793 -0.00047160122802600307 0.0003272726465562232 -4.6365511000106576e-05 -1.0017641050610502e-05
leaf_weight=0.0010108043177200167 0.0010011566281650725 0.0015458430008874948 0.0010259565807948165 0.0011191217404377292 0.0019726256703518391 0.0010011225632015112
leaf_count=1194 414 499 343 288 646 526
internal_value=0 -3.08773e-05 -9.72954e-05 -2.20513e-05 8.88805e-05 -0.000192521
internal_weight=0 0.00767547 0.00612963 0.00510367 0.00309175 0.00201193
internal_count=3910 3496 2997 2654 934 1720
is_linear=0
shrinkage=0.00196078


Tree=9265
num_leaves=6
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split_feature=4 160 0 15 15
split_gain=1.0559e-05 1.84787e-05 2.83005e-05 3.47591e-05 4.78882e-05
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decision_type=2 2 2 2 2
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leaf_count=923 549 216 622 688 912
internal_value=0 -0.00197709 -0.00457934 -0.000593161 -0.00605198
internal_weight=0 0.00633532 0.00514162 0.00398983 0.00297295
internal_count=3910 3361 2438 2222 1600
is_linear=0
shrinkage=0.1


Tree=9266
num_leaves=6
num_cat=0
split_feature=16 2 2 13 52
split_gain=1.39587e-05 4.01855e-05 3.26563e-05 3.55844e-05 2.83842e-05
threshold=-0.110495 0.10705000000000002 0.106285 -0.077944999999999987 -0.048794999999999991
decision_type=2 2 2 2 2
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leaf_weight=0.0015400254152924859 0.0011598486029186367 0.0012486612025556186 0.0016268804328646372 0.0016478624893177017 0.0015632728627908961
leaf_count=512 988 300 566 507 1037
internal_value=0 0.000109584 -5.83212e-05 -0.000146589 -4.02627e-05
internal_weight=0 0.00278869 0.00599786 0.00437098 0.00321114
internal_count=3910 812 3098 2532 1544
is_linear=0
shrinkage=0.00196078


Tree=9267
num_leaves=7
num_cat=0
split_feature=42 40 2 0 1 2
split_gain=1.81881e-05 3.30349e-05 3.95885e-05 4.93637e-05 8.7699e-05 2.38012e-05
threshold=-0.089744999999999978 -0.018084999999999997 0.11934000000000002 -0.17106499999999999 0.088785000000000017 0.090050000000000005
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010042665554726602 0.0010244235541843061 0.0015582598319323591 0.0010604586091499581 0.0011340827935305527 0.001668264635110871 0.0013774808639978658
leaf_count=452 361 180 300 1077 802 738
internal_value=0 2.6714e-05 -2.27469e-05 4.15765e-05 -6.94663e-05 0.000162011
internal_weight=0 0.00782297 0.00679855 0.00573809 0.00417983 0.00251156
internal_count=3910 3458 3097 2797 2617 1815
is_linear=0
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Tree=9268
num_leaves=6
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split_feature=15 42 15 16 16
split_gain=9.8989e-06 3.97832e-05 3.2653e-05 6.81636e-05 2.67415e-05
threshold=0.079360000000000014 0.083815000000000014 -0.038029999999999987 -0.072359999999999994 0.081265000000000018
decision_type=2 2 2 2 2
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right_child=-2 -3 4 -5 -6
leaf_value=0.011587339986419006 -0.007372798604877411 -0.011686759818114498 0.026422113628259539 -0.020675656553096722 0.0046858927271489536
leaf_weight=0.0016411537802110002 0.0015040058467389828 0.0016842945365018198 0.0010716183024366156 0.0010896396849241737 0.0011996011614032664
leaf_count=479 1436 1081 270 428 216
internal_value=0 0.00160616 0.00608219 -0.00128622 0.0149416
internal_weight=0 0.00668631 0.00500201 0.00273079 0.00227122
internal_count=3910 2474 1393 907 486
is_linear=0
shrinkage=0.1


Tree=9269
num_leaves=7
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split_feature=1 3 3 15 12 3
split_gain=1.30033e-05 4.7394e-05 3.62104e-05 3.42529e-05 2.63784e-05 5.19898e-05
threshold=0.10113500000000002 -0.115685 0.084925000000000014 0.035895000000000003 0.090840000000000018 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
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leaf_value=0.00021288871837453827 0.00037141880571190961 -0.00059992855743066782 -1.990084858796672e-05 -0.00012920842812344307 -0.00023790964699797325 -0.00020999824358190766
leaf_weight=0.0010879907511280821 0.0013722291521161794 0.0013939789342795556 0.0016075282851972595 0.001036072611040997 0.0011700789964847443 0.0010389948074601726
leaf_count=254 426 1228 202 1239 330 231
internal_value=0 -0.00015033 -0.000248205 -0.000399233 3.66111e-06 0.000120887
internal_weight=0 0.00512557 0.00403758 0.00243005 0.0035813 0.00241122
internal_count=3910 2923 2669 2467 987 657
is_linear=0
shrinkage=0.00196078


Tree=9270
num_leaves=7
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split_feature=1 3 0 15 12 4
split_gain=9.40845e-06 2.59101e-05 2.05546e-05 4.0768e-05 1.85364e-05 2.24629e-05
threshold=0.10305000000000002 -0.115685 -0.082994999999999985 -0.0058549999999999991 0.051320000000000005 0.11205000000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.001037168801361568 0.0010233513827182391 0.001382019269201456 0.0015003580860971162 0.0010106622865357262 0.0012035001581576659 0.0010258845196199932
leaf_count=267 253 878 1267 568 340 337
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internal_weight=0 0.00493021 0.00389304 0.00239268 0.00325274 0.00204924
internal_count=3910 2980 2713 1446 930 590
is_linear=0
shrinkage=0.1


Tree=9271
num_leaves=6
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split_feature=4 151 4 13 15
split_gain=9.49034e-06 1.72006e-05 2.62893e-05 2.70534e-05 1.43222e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.0021099999999999995 -0.0030249999999999995 -0.053579999999999996
decision_type=2 2 2 2 2
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right_child=-2 2 4 -5 -6
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leaf_weight=0.0012505346118031613 0.001242920905637491 0.0017746274579890009 0.0012161496531546538 0.0015668100606129084 0.0011188252220814422
leaf_count=562 441 1446 578 664 219
internal_value=0 -0.00154773 -0.00388663 0.00180225 -0.0120276
internal_weight=0 0.00692695 0.00567641 0.00334144 0.00233497
internal_count=3910 3469 2907 2110 797
is_linear=0
shrinkage=0.1


Tree=9272
num_leaves=5
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split_feature=160 4 1 43
split_gain=9.02415e-06 2.22413e-05 1.98767e-05 4.17573e-05
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decision_type=2 2 2 2
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leaf_weight=0.0017452534776814434 0.0013139090194677742 0.0014126728286548767 0.0019781965944535964 0.0017108708077389733
leaf_count=1218 1032 396 681 583
internal_value=0 0.00164028 -0.00148844 0.00360892
internal_weight=0 0.00641565 0.00500298 0.00302478
internal_count=3910 2692 2296 1615
is_linear=0
shrinkage=0.1


Tree=9273
num_leaves=6
num_cat=0
split_feature=52 16 2 4 4
split_gain=8.53223e-06 2.01821e-05 3.94567e-05 3.80082e-05 1.86889e-05
threshold=-0.048794999999999991 -0.110495 0.10705000000000002 -0.077679999999999985 -0.0031049999999999997
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
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leaf_weight=0.0012489048494369955 0.0013974884612117755 0.0016769973916888066 0.001131741502021459 0.0012053292055560904 0.0014916151153334428
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internal_value=0 -0.00238678 0.00413249 -0.00810742 0.0044616
internal_weight=0 0.00541156 0.00252923 0.00288233 0.00274052
internal_count=3910 2720 774 1946 1190
is_linear=0
shrinkage=0.1


Tree=9274
num_leaves=7
num_cat=0
split_feature=4 151 4 47 13 3
split_gain=1.41189e-05 2.35764e-05 3.88221e-05 2.55286e-05 2.34858e-05 1.19677e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.0021099999999999995 0.09023500000000001 -0.070604999999999987 -0.088024999999999978
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013545466712129167 0.0013444266190668951 0.0015165531034848625 0.0014665920425392803 0.0010524881246357356 0.0010482540142264184 0.0010334519815763383
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internal_weight=0 0.00747189 0.00611734 0.00251908 0.00359826 0.00208171
internal_count=3910 3469 2907 797 2110 1269
is_linear=0
shrinkage=0.00196078


Tree=9275
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 3
split_gain=1.44655e-05 3.51829e-05 4.66209e-05 3.481e-05 4.65339e-05 3.56309e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00780992 0.00678296 0.0052522 0.00389113 0.00271875
internal_count=3910 3700 3513 3118 2659 2313
is_linear=0
shrinkage=0.00196078


Tree=9276
num_leaves=7
num_cat=0
split_feature=1 42 0 15 0 15
split_gain=1.61065e-05 3.67701e-05 2.12817e-05 2.53761e-05 4.93619e-05 3.57935e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 -3.99054e-05 1.26868e-05 -5.48796e-05 1.89217e-05 0.000152477
internal_weight=0 0.00771349 0.00670204 0.00487797 0.00383391 0.00281835
internal_count=3910 3565 2833 2418 1426 460
is_linear=0
shrinkage=0.00196078


Tree=9277
num_leaves=6
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split_feature=2 52 3 15 48
split_gain=9.09664e-06 4.39723e-05 3.41186e-05 3.86489e-05 2.34784e-05
threshold=0.10946500000000002 0.084240000000000023 -0.08824499999999999 -0.017214999999999998 0.08980500000000001
decision_type=2 2 2 2 2
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internal_value=0 -0.00224531 0.00288246 0.0078139 0.00506994
internal_weight=0 0.00576883 0.00428922 0.00328493 0.00241007
internal_count=3910 3143 2073 1577 767
is_linear=0
shrinkage=0.1


Tree=9278
num_leaves=8
num_cat=0
split_feature=49 2 2 0 43 4 52
split_gain=1.81514e-05 3.45796e-05 3.52658e-05 3.68633e-05 3.94285e-05 3.41003e-05 2.68166e-05
threshold=0.10251500000000001 0.11260500000000001 0.10113500000000002 -0.077944999999999987 -0.0037249999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 6 5 -7 -8
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internal_weight=0 0.0077609 0.00618392 0.00516158 0.00310871 0.00208401 0.00205287
internal_count=3910 3502 3002 2658 1938 628 720
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Tree=9279
num_leaves=8
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split_feature=49 2 2 0 43 4 52
split_gain=1.24791e-05 3.0619e-05 4.06754e-05 2.46201e-05 4.37621e-05 4.34276e-05 3.24126e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 6 5 -7 -8
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leaf_count=1310 408 500 344 301 387 241 419
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internal_weight=0 0.00786819 0.00629537 0.00525848 0.00318699 0.00213458 0.00207149
internal_count=3910 3502 3002 2658 1938 628 720
is_linear=0
shrinkage=0.00196078


Tree=9280
num_leaves=7
num_cat=0
split_feature=42 40 2 0 1 12
split_gain=1.40916e-05 2.8824e-05 3.84022e-05 4.18846e-05 8.54329e-05 2.94076e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010037577970788483 0.0010231297587063549 0.0015319367988803978 0.0010658127182811084 0.0011197341870231958 0.0016850764393882148 0.0013784792984100525
leaf_count=452 361 180 300 774 802 1041
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internal_weight=0 0.00780417 0.00678104 0.00571523 0.00418329 0.00249821
internal_count=3910 3458 3097 2797 2617 1815
is_linear=0
shrinkage=0.00196078


Tree=9281
num_leaves=7
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split_feature=43 42 0 4 13 0
split_gain=1.66569e-05 4.35237e-05 4.38728e-05 3.39215e-05 4.11115e-05 5.68936e-05
threshold=-0.057994999999999998 -1.0000000180025095e-35 -0.070894999999999986 -0.23071499999999998 -0.0041499999999999983 -0.14867499999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010118936352573478 0.0010883165118869354 0.0011030793449352968 0.0010896039835166238 0.0015417274116037447 0.0019933846002835997 0.0010918120722032904
leaf_count=486 241 963 325 1311 221 363
internal_value=0 0.000107842 0.000263076 -6.87628e-05 4.49968e-06 0.000135155
internal_weight=0 0.00320458 0.00219268 0.00571524 0.00462692 0.0030852
internal_count=3910 1774 1288 2136 1895 584
is_linear=0
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Tree=9282
num_leaves=6
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split_feature=15 42 2 4 0
split_gain=9.73109e-06 3.08286e-05 3.26746e-05 3.29666e-05 1.56301e-05
threshold=0.079360000000000014 0.083815000000000014 0.11339500000000001 0.0057500000000000008 -0.053834999999999994
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=-0.0070207370457374997 -0.0073530892694248177 -0.010123761378273026 -0.0085402980905286367 0.020724601237105362 0.010204601938158401
leaf_weight=0.0010227094483769032 0.0015105259029282829 0.001695234562110742 0.0012481132301155823 0.0016493565993761124 0.0010863097067839282
leaf_count=461 1436 1081 342 349 241
internal_value=0 0.00153185 0.00547853 0.010134 0.00185166
internal_weight=0 0.00670172 0.00500649 0.00375838 0.00210902
internal_count=3910 2474 1393 1051 702
is_linear=0
shrinkage=0.1


Tree=9283
num_leaves=6
num_cat=0
split_feature=43 15 4 13 2
split_gain=9.69811e-06 2.34121e-05 1.82785e-05 2.74618e-05 3.61309e-05
threshold=-0.057994999999999998 -0.052074999999999989 -0.23071499999999998 -0.0041499999999999983 0.10705000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
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leaf_weight=0.0011113239927142637 0.0010143027422370122 0.0018468883715412961 0.0014099548711027066 0.0017378928379994168 0.001080312007686822
leaf_count=845 241 929 1311 407 177
internal_value=0 0.00448639 -0.00267482 0.000217267 0.00591766
internal_weight=0 0.00295821 0.00524246 0.00422816 0.0028182
internal_count=3910 1774 2136 1895 584
is_linear=0
shrinkage=0.1


Tree=9284
num_leaves=8
num_cat=0
split_feature=49 2 2 0 43 4 52
split_gain=1.51752e-05 3.79678e-05 4.22224e-05 3.43813e-05 3.6028e-05 4.75243e-05 2.91949e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.00046048888347816113 0.00022311630156793917 0.00024065491986085695 -0.00046646867092183924 -6.2878208368944688e-05 0.00028115096069837402 -0.00030985362888006637 0.00040639175547902095
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leaf_count=1310 408 500 344 301 387 241 419
internal_value=0 -3.34283e-05 -0.000102299 -3.01726e-05 -0.000159612 -1.2014e-05 0.000167793
internal_weight=0 0.00773315 0.0061802 0.00515852 0.0031191 0.00209257 0.00203941
internal_count=3910 3502 3002 2658 1938 628 720
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Tree=9285
num_leaves=6
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split_feature=2 52 3 1 16
split_gain=1.38458e-05 4.00116e-05 4.38347e-05 2.93655e-05 2.27461e-05
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decision_type=2 2 2 2 2
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leaf_value=9.5843352207626424e-05 -9.5689399244639679e-05 -0.00035373940692159358 0.00038905041776683919 -0.0002522359754678023 0.0002783920316112011
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leaf_count=1325 256 911 176 731 511
internal_value=0 -5.27965e-05 3.09962e-05 -6.76436e-05 0.000119112
internal_weight=0 0.00610035 0.00477174 0.0037411 0.00255604
internal_count=3910 3143 2232 2056 767
is_linear=0
shrinkage=0.00196078


Tree=9286
num_leaves=7
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split_feature=2 52 3 1 1 0
split_gain=1.126e-05 3.6112e-05 3.56046e-05 4.27708e-05 4.27023e-05 2.49791e-05
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decision_type=2 2 2 2 2 2
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leaf_count=522 165 913 842 471 407 590
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internal_weight=0 0.00579531 0.00452588 0.00348624 0.00244777 0.0024126
internal_count=3910 3155 2242 1720 878 755
is_linear=0
shrinkage=0.1


Tree=9287
num_leaves=6
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split_feature=0 1 2 0 48
split_gain=9.4016e-06 1.92113e-05 3.11492e-05 3.53918e-05 3.59041e-05
threshold=1.0000000180025095e-35 0.076710000000000014 1.0000000180025095e-35 -0.15007499999999999 0.085790000000000019
decision_type=2 2 2 2 2
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right_child=-2 2 3 -5 -6
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leaf_weight=0.0013932380672691666 0.0015609649667542068 0.001923747279648553 0.0011577134241113516 0.0010140781014729839 0.0011397969433850576
leaf_count=1910 394 843 219 415 129
internal_value=0 -0.00171985 0.00105736 0.00693641 6.8258e-05
internal_weight=0 0.00662857 0.00523534 0.00331159 0.00229751
internal_count=3910 3516 1606 763 348
is_linear=0
shrinkage=0.1


Tree=9288
num_leaves=7
num_cat=0
split_feature=43 4 3 1 15 3
split_gain=1.31014e-05 2.38018e-05 2.22852e-05 2.17365e-05 4.33331e-05 4.12007e-05
threshold=-0.057994999999999998 -0.23071499999999998 -0.075954999999999981 0.094695000000000015 -0.10192499999999999 0.084925000000000014
decision_type=2 2 2 2 2 2
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leaf_value=-3.7994423649460804e-05 -0.00032686380693515568 -0.00040535338374739829 0.00030011031768257211 -0.00010446578462542229 0.0004326606393009412 0.00014068229817061195
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leaf_count=1238 241 1244 536 270 275 106
internal_value=0 -6.42814e-05 9.40488e-05 -1.5124e-06 0.000128459 -0.000145005
internal_weight=0 0.00555212 0.00314893 0.00448097 0.00235127 0.0021297
internal_count=3910 2136 1774 1895 545 1350
is_linear=0
shrinkage=0.00196078


Tree=9289
num_leaves=6
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split_feature=0 3 160 1 4
split_gain=1.41338e-05 4.16097e-05 2.36593e-05 4.36544e-05 2.08448e-05
threshold=-0.060094999999999989 -0.089974999999999986 -1.0000000180025095e-35 0.094485000000000013 -0.23071499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
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leaf_value=-0.00041471578312029546 -4.3695559441524641e-05 -0.00022931678257638905 -0.00011593420695959272 0.00030289154979733706 0.00030380950873022216
leaf_weight=0.0010450000629824438 0.0014801671208191168 0.0011634026430489539 0.0019461613107787518 0.0018821078866924925 0.0012030271597042628
leaf_count=585 298 878 1260 481 408
internal_value=0 -5.89262e-05 1.55579e-05 8.99748e-05 0.000112111
internal_weight=0 0.00603667 0.00499167 0.00382827 0.00268319
internal_count=3910 3204 2619 1741 706
is_linear=0
shrinkage=0.00196078


Tree=9290
num_leaves=7
num_cat=0
split_feature=1 47 4 160 52 4
split_gain=1.53669e-05 2.69522e-05 4.68447e-05 2.80618e-05 2.68538e-05 3.32574e-05
threshold=0.12263000000000002 0.09252500000000001 0.05309500000000001 0.084835000000000008 1.0000000180025095e-35 -0.076854999999999993
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010090114836828136 0.001387698617735347 0.0010753471668007797 0.0014904783892987494 0.0010821959370147195 0.0016839454023797424 0.0010436905173512091
leaf_count=570 394 320 508 333 1100 685
internal_value=0 -4.6298e-05 2.60601e-06 -9.13577e-05 -0.000171882 -0.000322436
internal_weight=0 0.00738467 0.00630932 0.00481884 0.00373665 0.0020527
internal_count=3910 3516 3196 2688 2355 1255
is_linear=0
shrinkage=0.00196078


Tree=9291
num_leaves=6
num_cat=0
split_feature=43 3 4 13 2
split_gain=8.58827e-06 1.93512e-05 1.76249e-05 2.20034e-05 3.27301e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.23071499999999998 -0.0041499999999999983 0.10705000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
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leaf_value=-0.0022175900580508447 -0.014350363496016958 0.014368414740761767 -0.0098789894103122056 0.013934835054888267 -0.0082107083386761572
leaf_weight=0.0018125222447747536 0.0010149582931912099 0.0011495835697427975 0.001409489212796153 0.0017361917786000896 0.0010841076355234298
leaf_count=1238 241 536 1311 407 177
internal_value=0 0.00421938 -0.00251625 0.000323403 0.00542221
internal_weight=0 0.00296211 0.00524475 0.00422979 0.0028203
internal_count=3910 1774 2136 1895 584
is_linear=0
shrinkage=0.1


Tree=9292
num_leaves=7
num_cat=0
split_feature=2 52 3 1 52 4
split_gain=9.43612e-06 2.98642e-05 2.77666e-05 3.95926e-05 3.7565e-05 2.17232e-05
threshold=0.11005500000000001 0.086950000000000013 -0.089974999999999986 0.079945000000000016 -0.069134999999999988 0.15045000000000003
decision_type=2 2 2 2 2 2
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leaf_count=522 439 913 842 335 543 316
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internal_weight=0 0.00578695 0.00451679 0.00348101 0.00244576 0.00241038
internal_count=3910 3155 2242 1720 878 755
is_linear=0
shrinkage=0.1


Tree=9293
num_leaves=7
num_cat=0
split_feature=0 1 16 151 2 4
split_gain=9.96907e-06 3.00743e-05 3.62042e-05 2.46605e-05 5.12994e-05 1.99004e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0056716 0.00420015 0.00316648 0.00216648 0.00250996
internal_count=3910 3204 1282 859 677 706
is_linear=0
shrinkage=0.1


Tree=9294
num_leaves=7
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split_feature=13 2 16 457 13 2
split_gain=1.50356e-05 5.6876e-05 2.60501e-05 5.42645e-05 3.17781e-05 6.06292e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00232597 0.00652405 0.0052438 0.00419486 0.00309226
internal_count=3910 607 3303 2795 2532 2036
is_linear=0
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Tree=9295
num_leaves=6
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split_gain=1.00773e-05 1.96474e-05 3.86516e-05 5.05963e-05 4.20907e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00661887 0.00514786 0.00368959 0.00267926
internal_count=3910 3516 2359 944 719
is_linear=0
shrinkage=0.1


Tree=9296
num_leaves=7
num_cat=0
split_feature=51 4 42 15 2 2
split_gain=1.54337e-05 2.47351e-05 3.14428e-05 4.20304e-05 4.14481e-05 4.85654e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00760923 0.0064752 0.00494506 0.00394343 0.00287668
internal_count=3910 3423 3019 1883 1163 888
is_linear=0
shrinkage=0.00196078


Tree=9297
num_leaves=7
num_cat=0
split_feature=51 4 42 0 43 4
split_gain=1.49356e-05 2.76742e-05 3.30528e-05 2.70891e-05 4.88464e-05 3.16303e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 -0.017269999999999997 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
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leaf_weight=0.0012017942808110076 0.0011979363268397351 0.0010971435685889121 0.0014765897120719955 0.001352564296877936 0.0011506332419314001 0.0011182656355508522
leaf_count=1097 487 404 1136 232 338 216
internal_value=0 2.82863e-05 -2.1764e-05 5.6819e-05 -3.49144e-05 0.000134381
internal_weight=0 0.00739699 0.00629985 0.00482326 0.00347069 0.0022689
internal_count=3910 3423 3019 1883 1651 554
is_linear=0
shrinkage=0.00196078


Tree=9298
num_leaves=7
num_cat=0
split_feature=51 4 42 0 43 4
split_gain=1.15625e-05 2.43942e-05 3.17937e-05 2.43926e-05 4.41378e-05 3.16277e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 -0.017269999999999997 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011421835202713479 0.0011388500381096624 0.0010462371981150229 0.001409663444471917 0.001282836197295262 0.0010978512245889572 0.0010640985773896711
leaf_count=1097 487 404 1136 232 338 216
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internal_weight=0 0.00704287 0.00599663 0.00458697 0.00330413 0.00216195
internal_count=3910 3423 3019 1883 1651 554
is_linear=0
shrinkage=0.1


Tree=9299
num_leaves=7
num_cat=0
split_feature=1 4 43 0 0 43
split_gain=2.1086e-05 4.38619e-05 2.26491e-05 3.60072e-05 3.36922e-05 3.18147e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011372247596900091 0.0014013826195881849 0.0010176257450865468 0.0012369575242955405 0.0016451574483739577 0.0010558902863406206 0.0013965306396055981
leaf_count=1101 288 343 138 1176 243 621
internal_value=0 0.000146923 -6.76459e-05 -0.000150692 9.43731e-05 -0.0002654
internal_weight=0 0.00241901 0.00647176 0.00427865 0.00219312 0.00304169
internal_count=3910 631 3279 1935 1344 1797
is_linear=0
shrinkage=0.00196078


Tree=9300
num_leaves=6
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split_feature=43 15 13 15 15
split_gain=1.40306e-05 1.92157e-05 1.91728e-05 4.24386e-05 2.24084e-05
threshold=-0.057994999999999998 -0.052074999999999989 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2
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right_child=2 -3 3 -5 -6
leaf_value=0.01579533074745022 0.0053883255129293624 -0.00083004187215624838 -0.010169367956096676 -0.022989045395266378 0.0095797388002014719
leaf_weight=0.0011153698623757949 0.0017389475830540155 0.0018455052571312569 0.0010745708073401626 0.0011697814041899627 0.0012346648031241608
leaf_count=845 401 929 273 1122 340
internal_value=0 0.00543278 -0.00318555 -0.0074711 0.000389766
internal_weight=0 0.00296088 0.00521796 0.00347902 0.00230924
internal_count=3910 1774 2136 1735 613
is_linear=0
shrinkage=0.1


Tree=9301
num_leaves=6
num_cat=0
split_feature=43 52 12 16 15
split_gain=1.1384e-05 1.86196e-05 2.72927e-05 2.55719e-05 1.56159e-05
threshold=-0.057994999999999998 -0.074484999999999982 0.088375000000000023 -0.19424999999999998 -0.052074999999999989
decision_type=2 2 2 2 2
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leaf_value=0.014251469945752352 -0.013478161352268501 -0.0064153391984216254 -0.013295960469953292 0.012899889716163015 -0.00074704324247431165
leaf_weight=0.0011127269848899462 0.0012562832424717436 0.0011108698209354854 0.0010525840444511746 0.0017897420472084164 0.0018454931321499153
leaf_count=845 438 253 754 691 929
internal_value=0 -0.00287296 0.000497257 0.00550259 0.00489461
internal_weight=0 0.00520948 0.0039532 0.00290061 0.00295822
internal_count=3910 2136 1698 944 1774
is_linear=0
shrinkage=0.1


Tree=9302
num_leaves=7
num_cat=0
split_feature=51 4 42 0 43 4
split_gain=1.18403e-05 2.45411e-05 3.06021e-05 2.40258e-05 4.23132e-05 2.89886e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 -0.017269999999999997 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00033371710398377372 -0.00018727946516090856 0.00029152994215799914 -0.00027119383662953971 0.00027312440433181263 0.00034073210357805841 -0.00010264666367295129
leaf_weight=0.0011966884722081502 0.0012024085414037893 0.0011084577111941524 0.0014824509845068083 0.0013478923795846036 0.0011491393626014198 0.0011190203888826501
leaf_count=1097 487 404 1136 232 338 216
internal_value=0 2.25009e-05 -2.48697e-05 5.10046e-05 -3.54043e-05 0.000121987
internal_weight=0 0.00740365 0.00629519 0.00481274 0.00346485 0.00226816
internal_count=3910 3423 3019 1883 1651 554
is_linear=0
shrinkage=0.00196078


Tree=9303
num_leaves=7
num_cat=0
split_feature=51 484 49 1 0 4
split_gain=1.58516e-05 2.79122e-05 2.45763e-05 3.09497e-05 6.33566e-05 1.92099e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.11561500000000001 -0.077944999999999987 0.05309500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0002030365657801542 -0.00021410547708721194 0.00032208689321041022 -0.00059270945727057315 0.00019656309333553935 0.00010492009620632576 -0.00021449947970127913
leaf_weight=0.0014581428385484901 0.0012041374601178562 0.0010659984732036398 0.0010330654112857189 0.001140471234780103 0.0017308298972476517 0.0010322098709279537
leaf_count=350 487 456 1293 302 744 278
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internal_weight=0 0.00746072 0.00639472 0.00493658 0.00379611 0.00206528
internal_count=3910 3423 2967 2617 2315 1571
is_linear=0
shrinkage=0.00196078


Tree=9304
num_leaves=7
num_cat=0
split_feature=51 4 42 0 43 4
split_gain=1.05753e-05 2.07888e-05 2.86786e-05 2.26841e-05 3.95151e-05 2.61567e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 -0.017269999999999997 -0.0037249999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.016503853377347655 -0.0090053825810581453 0.014392381629081592 -0.013366379139919489 0.014225927137725698 0.017353317469252925 -0.0046620342069911861
leaf_weight=0.0011397927571372636 0.0011382078215540136 0.0010459325236278159 0.0014085527870869785 0.0012839565660164782 0.0010958367126708097 0.0010633497268607694
leaf_count=1097 487 404 1136 232 338 216
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internal_weight=0 0.00703742 0.00599149 0.00458294 0.00329898 0.00215919
internal_count=3910 3423 3019 1883 1651 554
is_linear=0
shrinkage=0.1


Tree=9305
num_leaves=7
num_cat=0
split_feature=49 2 2 0 16 52
split_gain=1.57096e-05 3.75777e-05 3.8117e-05 3.59007e-05 3.71696e-05 2.68028e-05
threshold=0.10447000000000002 0.11260500000000001 0.10113500000000002 -0.077944999999999987 -0.083564999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=1.1040433205043638e-05 0.00022353182640573625 0.00023396602023270598 -0.00044617281457883261 -5.6849789343626897e-05 -0.00042032971101663467 0.00038581383394232339
leaf_weight=0.0018443628674783637 0.0010051297010522627 0.0015771601763140148 0.0010465822406916661 0.0010636906868876576 0.0013159098313383756 0.0010401181906510364
leaf_count=844 378 501 355 302 1108 422
internal_value=0 -3.67512e-05 -0.000104409 -3.64607e-05 -0.000168578 0.000162002
internal_weight=0 0.00788782 0.00631066 0.00526408 0.00316027 0.00210381
internal_count=3910 3532 3031 2676 1952 724
is_linear=0
shrinkage=0.00196078


Tree=9306
num_leaves=7
num_cat=0
split_feature=156 52 52 13 2 1
split_gain=2.02392e-05 3.36155e-05 2.87481e-05 3.67136e-05 4.08489e-05 2.34236e-05
threshold=0.082605000000000026 -0.081429999999999989 0.11110500000000002 -0.094679999999999986 0.096750000000000017 0.089895000000000017
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
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leaf_weight=0.0018117280607904485 0.0010004716027299321 0.001458668863985638 0.0013310296618778321 0.0011678986858387422 0.0012314529126635611 0.0010014420423809607
leaf_count=677 571 278 627 1034 391 332
internal_value=0 2.52031e-05 -4.35478e-05 -0.000113479 -0.000225098 -6.31874e-05
internal_weight=0 0.00800222 0.00619049 0.00485946 0.00340079 0.00216934
internal_count=3910 3339 2662 2035 1757 1366
is_linear=0
shrinkage=0.00196078


Tree=9307
num_leaves=7
num_cat=0
split_feature=51 15 16 0 0 0
split_gain=2.1131e-05 2.35596e-05 6.1385e-05 4.76997e-05 3.67497e-05 3.69957e-05
threshold=0.08955500000000001 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 -0.077944999999999987 -0.029849999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
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leaf_weight=0.0010110345731153278 0.0012508693064425371 0.0010419522138587368 0.0015350035558015281 0.0012412381378757442 0.0011492361700012896 0.0017120499121965433
leaf_count=419 487 295 243 1500 687 279
internal_value=0 3.50482e-05 -7.17464e-06 7.36361e-05 -3.66885e-05 8.55416e-05
internal_weight=0 0.00769051 0.00667948 0.00563753 0.00410252 0.00286129
internal_count=3910 3423 3004 2709 2466 966
is_linear=0
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Tree=9308
num_leaves=5
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split_feature=43 13 4 3
split_gain=1.32319e-05 1.72182e-05 3.61424e-05 1.44544e-05
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decision_type=2 2 2 2
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leaf_weight=0.001824202211767894 0.0017474755063548123 0.0015922479396741744 0.0018809023129567847 0.0011580676110548821
leaf_count=1259 401 1257 428 565
internal_value=0 -0.00310522 -0.0071788 0.00524427
internal_weight=0 0.00522063 0.00347315 0.00298227
internal_count=3910 2086 1685 1824
is_linear=0
shrinkage=0.1


Tree=9309
num_leaves=7
num_cat=0
split_feature=11 3 13 47 52 4
split_gain=3.43591e-05 3.91826e-05 3.39621e-05 5.63364e-05 4.2846e-05 8.52359e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.083514999999999992 0.09252500000000001 -0.010284999999999997 -0.0040999999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00039395264574967502 -0.00034517745574132424 7.0055500650088246e-05 -0.00020069922808226435 -0.0004633203442399133 0.00021450618414159574 0.00032318791322173598
leaf_weight=0.0010206144438816202 0.0010317019889976463 0.0010237351596852149 0.0018352663432130551 0.001254354783026889 0.0019933816340484633 0.0010219895129213107
leaf_count=222 304 630 708 265 1337 444
internal_value=0 3.46255e-05 -1.68191e-05 -0.000102678 1.5477e-05 0.000196514
internal_weight=0 0.00814934 0.00712873 0.005083 0.00382865 0.00204572
internal_count=3910 3606 3384 2310 2045 1074
is_linear=0
shrinkage=0.00196078


Tree=9310
num_leaves=6
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split_feature=43 3 52 16 2
split_gain=1.40032e-05 1.79925e-05 1.55017e-05 3.86398e-05 3.26287e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.074484999999999982 -0.0083999999999999995 0.090310000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=-2.007064783013943e-05 -0.00024980777024146398 0.00028438479820831221 -0.00036328221053916285 0.0003196117515358375 4.5168506447605951e-05
leaf_weight=0.0019203979848080215 0.0013340649993155915 0.0012206271150582548 0.0012395534312600117 0.0010448245917377319 0.0019114543837029131
leaf_count=1238 438 536 861 244 593
internal_value=0 9.82431e-05 -6.56959e-05 -7.15757e-06 -0.000115509
internal_weight=0 0.00314103 0.0055299 0.00419583 0.00315101
internal_count=3910 1774 2136 1698 1454
is_linear=0
shrinkage=0.00196078


Tree=9311
num_leaves=7
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split_feature=43 1 4 3 0 15
split_gain=1.08581e-05 1.5373e-05 1.96709e-05 1.90199e-05 1.7524e-05 1.35461e-05
threshold=-0.049504999999999987 0.10353000000000001 -1.0000000180025095e-35 0.12046500000000002 -0.082604999999999998 -0.052074999999999989
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011232056872446698 0.0010167938441729954 0.0010935292729522424 0.00105215135085871 0.0010082344956761277 0.0010607355486869001 0.0018664710815615539
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internal_weight=0 0.00523144 0.00312968 0.00210176 0.00207753 0.00298968
internal_count=3910 2086 1572 514 1173 1824
is_linear=0
shrinkage=0.1


Tree=9312
num_leaves=7
num_cat=0
split_feature=13 16 15 16 150 1
split_gain=9.87046e-06 2.88326e-05 2.89253e-05 4.66367e-05 2.80108e-05 2.41913e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00698133 0.0055271 0.00219448 0.00333261 0.00232924
internal_count=3910 3622 3057 1515 1542 1131
is_linear=0
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Tree=9313
num_leaves=7
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split_feature=50 4 0 0 48 3
split_gain=1.87723e-05 3.0261e-05 2.9304e-05 3.36783e-05 3.11287e-05 2.12648e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00788337 0.00677281 0.00415147 0.0029234 0.00262134
internal_count=3910 3183 2787 2234 551 553
is_linear=0
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Tree=9314
num_leaves=6
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split_feature=160 42 42 2 3
split_gain=9.71412e-06 2.62362e-05 1.98808e-05 2.67776e-05 5.85527e-05
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decision_type=2 2 2 2 2
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internal_value=0 0.00174115 0.00473403 0.00780944 0.0127666
internal_weight=0 0.00644265 0.00528104 0.00422064 0.00304229
internal_count=3910 2692 1810 1200 701
is_linear=0
shrinkage=0.1


Tree=9315
num_leaves=7
num_cat=0
split_feature=51 484 1 0 0 4
split_gain=8.78507e-06 2.00108e-05 1.75157e-05 3.17798e-05 5.55332e-05 2.64014e-05
threshold=0.08955500000000001 0.073820000000000011 0.11561500000000001 -0.084304999999999977 -0.15291499999999997 -0.23071499999999998
decision_type=2 2 2 2 2 2
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leaf_count=182 487 456 348 183 1035 1219
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internal_weight=0 0.00705111 0.00604017 0.00474423 0.00228354 0.0024607
internal_count=3910 3423 2967 2619 1217 1402
is_linear=0
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Tree=9316
num_leaves=6
num_cat=0
split_feature=160 42 160 15 2
split_gain=9.66176e-06 2.2636e-05 1.95563e-05 2.75379e-05 7.79216e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.10192499999999999 0.10137500000000001
decision_type=2 2 2 2 2
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leaf_count=1218 882 283 332 825 370
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internal_weight=0 0.00641881 0.00526139 0.00422507 0.00311006
internal_count=3910 2692 1810 1478 1195
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shrinkage=0.1


Tree=9317
num_leaves=7
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split_feature=13 39 3 4 2 4
split_gain=1.35301e-05 2.82284e-05 2.98682e-05 6.18729e-05 2.36476e-05 2.89182e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011125698404105752 0.0010127936647047189 0.001085941355405841 0.0011491090688477345 0.0019457078380615187 0.0013435364034352026 0.001012735873691618
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internal_count=3910 3700 3281 834 2447 1642
is_linear=0
shrinkage=0.00196078


Tree=9318
num_leaves=8
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split_feature=49 13 2 1 457 43 15
split_gain=2.24255e-05 4.17225e-05 6.20371e-05 4.4033e-05 7.2456e-05 7.15159e-05 1.20409e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.00013443534636920642 0.00027517392722144359 0.0001262847787622169 0.00055037080868902038 -0.00047557685551319838 0.00041805300497964109 -0.00026680778781274563 -0.00056903312032260652
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internal_weight=0 0.00793074 0.00203449 0.00589625 0.00480529 0.00376223 0.00202762
internal_count=3910 3538 550 2988 2670 2430 1449
is_linear=0
shrinkage=0.00196078


Tree=9319
num_leaves=7
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split_feature=52 4 0 0 2 2
split_gain=1.22597e-05 3.07596e-05 3.10134e-05 2.64409e-05 4.49246e-05 2.39204e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.077944999999999987 -0.099024999999999988 0.083715000000000026 0.10045500000000002
decision_type=2 2 2 2 2 2
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leaf_count=255 673 130 824 1465 240 323
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internal_weight=0 0.00734928 0.00623157 0.00465235 0.00359681 0.002544
internal_count=3910 3237 2982 2158 693 563
is_linear=0
shrinkage=0.00196078


Tree=9320
num_leaves=7
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split_feature=49 47 15 2 3 3
split_gain=1.35492e-05 3.62656e-05 5.46768e-05 4.05926e-05 4.77943e-05 3.64013e-05
threshold=0.10251500000000001 0.09252500000000001 -0.097269999999999981 0.11005500000000001 -0.016619999999999996 -0.089974999999999986
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011615440336731134 0.0010146793083849201 0.0013415219507401941 0.0011548342960487755 0.0011336104248582694 0.0016383253084885302 0.0013952509656455535
leaf_count=483 408 303 561 347 325 1483
internal_value=0 -3.44416e-05 2.62774e-05 -5.78435e-05 -0.000146932 2.09544e-05
internal_weight=0 0.00782509 0.00648357 0.00532202 0.00418841 0.00255009
internal_count=3910 3502 3199 2716 2369 2044
is_linear=0
shrinkage=0.00196078


Tree=9321
num_leaves=7
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split_feature=3 39 457 3 0 15
split_gain=1.56757e-05 2.31907e-05 3.41598e-05 4.34164e-05 3.2356e-05 2.80847e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0018763981617463392 0.0012492397218554201 0.0011116797849200491 0.0011089886389041275 0.0011072073883016521 0.0012205875918748284 0.0011971582540056885
leaf_count=2012 239 424 220 173 312 530
internal_value=0 -4.15708e-05 -8.62638e-05 -0.000150621 1.01816e-06 -0.000354419
internal_weight=0 0.00762202 0.00651034 0.00540135 0.00309699 0.00230437
internal_count=3910 3671 3247 3027 2324 703
is_linear=0
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Tree=9322
num_leaves=6
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split_feature=0 1 2 0 48
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decision_type=2 2 2 2 2
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leaf_weight=0.0013953067294066044 0.0015662984416838967 0.0019320220390412666 0.001154890301732339 0.0010187738168278573 0.0011531561283998021
leaf_count=1910 394 843 219 415 129
internal_value=0 -0.00177714 0.000662302 0.00562852 -0.00144984
internal_weight=0 0.00665415 0.00525884 0.00332682 0.00230805
internal_count=3910 3516 1606 763 348
is_linear=0
shrinkage=0.1


Tree=9323
num_leaves=6
num_cat=0
split_feature=160 49 52 43 2
split_gain=1.01876e-05 2.17788e-05 3.32438e-05 4.25557e-05 4.36901e-05
threshold=-1.0000000180025095e-35 -0.081629999999999994 0.091210000000000013 -0.078844999999999985 0.099015000000000006
decision_type=2 2 2 2 2
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leaf_weight=0.0017719287170616911 0.0010108649838887164 0.0011284908410487526 0.0013043235433964169 0.0017631735297368683 0.0012305266600057085
leaf_count=1218 219 634 398 984 457
internal_value=0 0.00179287 -0.00071756 -0.0051203 0.0011179
internal_weight=0 0.00643738 0.00542651 0.00412219 0.0029937
internal_count=3910 2692 2473 2075 1441
is_linear=0
shrinkage=0.1


Tree=9324
num_leaves=6
num_cat=0
split_feature=43 3 52 12 16
split_gain=1.04663e-05 1.72853e-05 1.69827e-05 2.57437e-05 2.51091e-05
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decision_type=2 2 2 2 2
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leaf_count=1238 438 536 253 754 691
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internal_weight=0 0.00296991 0.005225 0.00396207 0.00291047
internal_count=3910 1774 2136 1698 944
is_linear=0
shrinkage=0.1


Tree=9325
num_leaves=6
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split_feature=13 16 12 0 1
split_gain=1.4289e-05 3.20102e-05 3.03637e-05 3.636e-05 3.8394e-05
threshold=0.11202500000000001 0.10994000000000002 0.090965000000000018 -0.084304999999999977 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00020907340426646644 0.00018308140151343733 -0.00027629338033931635 -0.00026259705396850853 0.0004176286774945293 0.00019840971280661731
leaf_weight=0.0016896038553577857 0.0013126490112189693 0.0016866297494555491 0.0010952213756381494 0.0010688510692632427 0.001876174584358962
leaf_count=1051 288 607 851 740 373
internal_value=0 -3.88626e-05 3.10272e-05 0.000100414 5.32844e-06
internal_weight=0 0.00741648 0.00572985 0.00463463 0.00356578
internal_count=3910 3622 3015 2164 1424
is_linear=0
shrinkage=0.00196078


Tree=9326
num_leaves=6
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split_feature=13 16 43 15 4
split_gain=9.20375e-06 2.83129e-05 2.58787e-05 1.96284e-05 7.10658e-05
threshold=0.11202500000000001 0.10994000000000002 -0.019509999999999996 -0.10192499999999999 0.0057500000000000008
decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
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leaf_weight=0.0013887902608260344 0.0012275444774675504 0.0015824231703429233 0.0015100071531857712 0.0014863479258524406 0.0010006732292373935
leaf_count=1445 288 607 367 981 222
internal_value=0 -0.0014556 0.00199955 -0.00208643 0.00337396
internal_weight=0 0.00696824 0.00538582 0.00399703 0.00248702
internal_count=3910 3622 3015 1570 1203
is_linear=0
shrinkage=0.1


Tree=9327
num_leaves=8
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split_feature=50 4 51 40 3 1 3
split_gain=1.44073e-05 2.94582e-05 2.43623e-05 3.22052e-05 4.08408e-05 7.23013e-05 0.00011034
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00039365693246968972 -0.00022423683873573532 0.00032383393925946728 0.00023750895226619164 0.00012464194600691174 0.00029286133999333139 0.00030487514533230503 -0.00074747608778337666
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internal_value=0 2.40836e-05 -2.46073e-05 -7.81372e-05 -7.34641e-06 -0.000122867 -0.000321632
internal_weight=0 0.00775994 0.00667557 0.00554348 0.00452764 0.00326952 0.00223224
internal_count=3910 3179 2783 2462 2238 2089 1810
is_linear=0
shrinkage=0.00196078


Tree=9328
num_leaves=7
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split_feature=13 48 1 48 0 16
split_gain=1.57312e-05 2.8661e-05 4.11966e-05 3.72392e-05 5.11658e-05 3.09109e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00763058 0.00662988 0.00513982 0.00379389 0.00264565
internal_count=3910 3700 3513 3118 2659 2313
is_linear=0
shrinkage=0.00196078


Tree=9329
num_leaves=7
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split_feature=13 48 0 2 3 16
split_gain=1.40414e-05 3.01595e-05 3.25009e-05 4.01263e-05 3.50972e-05 2.10524e-05
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.090050000000000005 -0.08348499999999999 0.0054700000000000009
decision_type=2 2 2 2 2 2
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leaf_count=210 181 187 961 782 1061 528
internal_value=0 -3.55263e-05 1.26173e-05 -5.45995e-05 8.82814e-05 -0.000256208
internal_weight=0 0.00765843 0.00664169 0.00535557 0.00313429 0.00222128
internal_count=3910 3700 3513 3332 2022 1310
is_linear=0
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Tree=9330
num_leaves=7
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split_feature=11 2 3 1 0 4
split_gain=3.60634e-05 3.80879e-05 3.34247e-05 3.02241e-05 4.63822e-05 2.35526e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0081014 0.00332981 0.00477159 0.0031263 0.00216758
internal_count=3910 3606 1006 2600 2134 321
is_linear=0
shrinkage=0.00196078


Tree=9331
num_leaves=7
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split_feature=11 16 2 16 4 13
split_gain=4.61864e-05 2.74469e-05 4.71827e-05 4.97193e-05 3.91886e-05 5.96758e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00813646 0.00701654 0.00517496 0.00370854 0.00250874
internal_count=3910 3606 3235 2650 2323 2024
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shrinkage=0.00196078


Tree=9332
num_leaves=8
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split_feature=11 3 16 151 15 3 16
split_gain=4.06138e-05 3.75415e-05 3.18245e-05 3.01018e-05 6.47374e-05 5.07235e-05 4.57476e-05
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internal_count=3910 3606 3384 2990 2482 1027 1455
is_linear=0
shrinkage=0.00196078


Tree=9333
num_leaves=6
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decision_type=2 2 2 2 2
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internal_weight=0 0.0071911 0.0061661 0.00294898 0.00321712
internal_count=3910 3700 3281 834 2447
is_linear=0
shrinkage=0.1


Tree=9334
num_leaves=6
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split_feature=133 160 13 4 47
split_gain=1.31751e-05 8.40011e-05 2.75823e-05 3.59509e-05 2.72131e-05
threshold=-0.036599999999999987 -1.0000000180025095e-35 -0.083514999999999992 0.0057500000000000008 0.090280000000000013
decision_type=2 2 2 2 2
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internal_weight=0 0.00765542 0.00604991 0.00414659 0.00219827
internal_count=3910 3113 2072 1577 416
is_linear=0
shrinkage=0.00196078


Tree=9335
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decision_type=2 2 2 2 2 2
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leaf_count=1296 394 503 304 259 794 360
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internal_count=3910 3516 3013 2709 2450 1656
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Tree=9336
num_leaves=7
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split_feature=11 13 13 49 0 2
split_gain=3.84857e-05 3.3431e-05 2.72982e-05 3.05683e-05 2.20007e-05 1.05698e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00800838 0.00576609 0.00443113 0.00306199 0.00224229
internal_count=3910 3606 2513 2198 1880 1093
is_linear=0
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Tree=9337
num_leaves=8
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split_feature=11 3 48 0 4 43 16
split_gain=3.52137e-05 3.33171e-05 2.43202e-05 7.92698e-05 4.2386e-05 6.76316e-05 3.97243e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 6 -8
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leaf_weight=0.0010143626274500047 0.001014059272011811 0.0013959930321971402 0.0012530098435921209 0.0010822280342022974 0.0010512238121623712 0.0010764675088096756 0.001188250442035231
leaf_count=222 304 508 114 563 877 840 482
internal_value=0 3.43771e-05 -1.34466e-05 0.000150175 -9.45375e-05 -0.000215202 -2.44182e-05
internal_weight=0 0.00806154 0.00704717 0.00233524 0.00471193 0.00331594 0.00226472
internal_count=3910 3606 3384 677 2707 2199 1322
is_linear=0
shrinkage=0.00196078


Tree=9338
num_leaves=6
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split_feature=42 0 49 12 1
split_gain=8.49569e-06 2.00445e-05 3.40355e-05 4.42278e-05 4.67183e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0018894343136176307 0.0011782132698139238 0.0011259067989333208 0.0011130572398028089 0.001411156951526109 0.0015807259211192966
leaf_count=668 843 259 715 1123 302
internal_value=0 0.00120837 -0.00109111 0.00402108 -0.0034917
internal_weight=0 0.00712028 0.00599437 0.00410494 0.00269378
internal_count=3910 3067 2808 2140 1017
is_linear=0
shrinkage=0.1


Tree=9339
num_leaves=7
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split_feature=11 3 13 47 15 49
split_gain=4.32393e-05 2.57569e-05 2.16987e-05 5.50931e-05 4.93234e-05 3.34511e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
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leaf_weight=0.0010016470820008129 0.0010000259567196764 0.001992271638442563 0.0010009720921820039 0.001197647352385024 0.0011394213602469612 0.0015354039848159767
leaf_count=236 304 1074 295 262 260 1479
internal_value=0 3.96117e-05 -3.2409e-06 -7.372e-05 4.52806e-05 -9.36646e-05
internal_weight=0 0.00786736 0.00686572 0.00487344 0.0036758 0.00267483
internal_count=3910 3606 3370 2296 2034 1739
is_linear=0
shrinkage=0.00196078


Tree=9340
num_leaves=7
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split_feature=50 160 13 43 3 3
split_gain=9.79767e-06 2.78413e-05 2.9837e-05 4.09986e-05 2.28034e-05 2.66067e-05
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decision_type=2 2 2 2 2 2
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leaf_count=555 727 626 325 895 485 297
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internal_weight=0 0.00775727 0.0066837 0.00545353 0.00444289 0.00332207
internal_count=3910 3183 2628 2303 1677 782
is_linear=0
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Tree=9341
num_leaves=6
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split_feature=50 51 1 48 4
split_gain=2.10992e-05 2.57717e-05 2.62488e-05 5.64142e-05 5.29338e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.00020570401040999187 -0.00027748600290435158 5.3885621487621291e-05 0.00029001785804734726 0.00030772185743026308 -0.00046858206343189265
leaf_weight=0.001547282254803892 0.0010284242242794605 0.0019162122453241866 0.0016410902763659054 0.0015514269385782323 0.0012203505084535454
leaf_count=618 727 1147 484 415 519
internal_value=0 2.11383e-05 7.65949e-05 1.88352e-06 -0.000149392
internal_weight=0 0.00787636 0.00632908 0.00468799 0.00313656
internal_count=3910 3183 2565 2081 1666
is_linear=0
shrinkage=0.00196078


Tree=9342
num_leaves=8
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split_feature=11 3 48 0 4 43 16
split_gain=3.69223e-05 3.62428e-05 2.68208e-05 6.71723e-05 5.43172e-05 5.96837e-05 2.72615e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 6 -8
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leaf_count=222 304 508 114 563 877 840 482
internal_value=0 3.64296e-05 -1.40166e-05 0.000158859 -9.99513e-05 -0.000237018 -5.48673e-05
internal_weight=0 0.00794875 0.00694111 0.00230471 0.0046364 0.00327173 0.00222103
internal_count=3910 3606 3384 677 2707 2199 1322
is_linear=0
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Tree=9343
num_leaves=8
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split_feature=50 42 51 47 1 43 3
split_gain=1.38025e-05 2.60074e-05 3.69305e-05 3.25249e-05 6.02e-05 5.89729e-05 2.33276e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=867 731 480 392 220 457 686 77
internal_value=0 2.42471e-05 7.3395e-05 0.000139479 0.000218907 8.56463e-05 -0.000100178
internal_weight=0 0.00777104 0.00654277 0.00544668 0.00427262 0.00321776 0.00215949
internal_count=3910 3179 2312 1832 1612 1155 763
is_linear=0
shrinkage=0.00196078


Tree=9344
num_leaves=8
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split_feature=11 2 3 42 3 1 0
split_gain=2.89186e-05 4.14512e-05 3.39463e-05 3.11934e-05 2.86013e-05 2.91781e-05 2.53555e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=350 304 685 132 1352 508 390 189
internal_value=0 3.14042e-05 0.000194148 -8.49992e-05 -0.000164982 -5.75753e-05 5.3356e-05
internal_weight=0 0.00841251 0.00350798 0.00490453 0.00388748 0.00276131 0.00228861
internal_count=3910 3606 1006 2600 2250 898 321
is_linear=0
shrinkage=0.00196078


Tree=9345
num_leaves=8
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split_feature=11 48 0 2 42 43 13
split_gain=3.49277e-05 2.88669e-05 7.57084e-05 4.98757e-05 4.37194e-05 4.70028e-05 4.76147e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=438 304 114 591 421 792 259 991
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internal_weight=0 0.00827619 0.00254031 0.00573588 0.00462548 0.00347006 0.00215142
internal_count=3910 3606 705 2901 2480 2042 1250
is_linear=0
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Tree=9346
num_leaves=7
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split_feature=50 133 13 47 15 2
split_gain=1.31555e-05 2.26818e-05 3.18128e-05 2.69836e-05 4.6708e-05 3.90132e-05
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decision_type=2 2 2 2 2 2
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leaf_count=541 727 766 429 320 774 353
internal_value=0 2.17252e-05 6.46319e-05 -5.54245e-06 8.14458e-05 0.000219583
internal_weight=0 0.00777131 0.00667603 0.00526173 0.00380241 0.00270819
internal_count=3910 3183 2417 1988 1668 894
is_linear=0
shrinkage=0.00196078


Tree=9347
num_leaves=7
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split_feature=50 133 13 47 15 2
split_gain=1.10128e-05 2.51706e-05 2.76359e-05 2.63017e-05 4.11011e-05 4.01709e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00737407 0.00633479 0.00498727 0.00360259 0.00257045
internal_count=3910 3155 2397 1968 1654 889
is_linear=0
shrinkage=0.1


Tree=9348
num_leaves=7
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split_feature=50 42 51 16 13 48
split_gain=8.93275e-06 2.32221e-05 3.5193e-05 3.19068e-05 5.0389e-05 3.37759e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00735873 0.00618703 0.00515063 0.00251685 0.00263379
internal_count=3910 3155 2293 1815 1056 759
is_linear=0
shrinkage=0.1


Tree=9349
num_leaves=8
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split_feature=11 42 48 0 2 43 13
split_gain=3.96111e-05 2.19241e-05 3.86847e-05 9.83757e-05 5.36293e-05 4.25392e-05 4.9359e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00826282 0.00695166 0.0024444 0.00450726 0.00347713 0.0021455
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is_linear=0
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Tree=9350
num_leaves=6
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split_feature=16 160 16 1 0
split_gain=8.50658e-06 2.79165e-05 3.03734e-05 1.74267e-05 3.0278e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.0039601 0.00285656 0.00440138 0.00303899
internal_count=3910 1692 1107 2218 885
is_linear=0
shrinkage=0.1


Tree=9351
num_leaves=6
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split_feature=52 160 16 16 2
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decision_type=2 2 2 2 2
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internal_weight=0 0.0058459 0.00299684 0.00479692 0.00320411
internal_count=3910 2720 1190 1796 1444
is_linear=0
shrinkage=0.00196078


Tree=9352
num_leaves=7
num_cat=0
split_feature=160 49 49 12 42 0
split_gain=9.17918e-06 2.3978e-05 2.72658e-05 4.21383e-05 3.39085e-05 1.9481e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00655466 0.00552816 0.00448623 0.00225458 0.00223165
internal_count=3910 2692 2473 1972 1195 777
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Tree=9353
num_leaves=7
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threshold=0.11401500000000002 0.097345000000000015 0.071660000000000015 0.083775000000000002 -0.10071499999999999 -0.19631499999999999
decision_type=2 2 2 2 2 2
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leaf_count=313 647 532 591 82 1316 429
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internal_weight=0 0.00726548 0.00577271 0.00477219 0.0027538 0.00201839
internal_count=3910 3263 2731 2140 1629 511
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shrinkage=0.1


Tree=9354
num_leaves=8
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split_feature=16 0 51 160 1 52 16
split_gain=1.20389e-05 3.2158e-05 3.7959e-05 3.00376e-05 3.62944e-05 6.20714e-05 2.287e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=8.6676176784805394e-06 0.00016855091593235883 0.00034250221838199934 0.00026602359886124553 -0.00067970353297506787 8.3063602134931462e-05 5.0754636371409523e-06 -0.00040572622281195961
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internal_weight=0 0.00425783 0.00308816 0.00462764 0.00328738 0.00203595 0.00204909
internal_count=3910 1913 1104 1997 1244 834 871
is_linear=0
shrinkage=0.00196078


Tree=9355
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split_feature=11 42 0 2 15 1
split_gain=4.35996e-05 2.14193e-05 3.99384e-05 4.83164e-05 7.41155e-05 7.32283e-05
threshold=1.0000000180025095e-35 0.086325000000000013 0.047345000000000005 0.11230000000000001 0.024640000000000006 0.095575000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.001562678062230161 0.0010139461073963912 0.0016599704012772989 0.0011173902023654311 0.0014733573091758132 0.0010284282102543093 0.0011564498113213965
leaf_count=749 304 1388 163 355 711 240
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internal_weight=0 0.00799827 0.0063383 0.00522091 0.00374756 0.00271913
internal_count=3910 3606 2218 2055 1700 989
is_linear=0
shrinkage=0.00196078


Tree=9356
num_leaves=8
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split_feature=11 3 48 0 4 43 15
split_gain=4.06352e-05 2.57217e-05 2.64971e-05 6.87599e-05 4.70088e-05 5.74201e-05 3.08628e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 6 -8
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leaf_weight=0.0010273604884717038 0.0010160769774696385 0.0014251315528554802 0.0012857818409344988 0.0010959178682363128 0.0010070951650461295 0.0010069833142814111 0.0013468296143273372
leaf_count=222 304 508 114 563 802 401 996
internal_value=0 3.9726e-05 -1.86241e-06 0.000167136 -8.59618e-05 -0.000212503 -4.48606e-05
internal_weight=0 0.0081951 0.00716774 0.0023817 0.00478604 0.00336091 0.00235381
internal_count=3910 3606 3384 677 2707 2199 1397
is_linear=0
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Tree=9357
num_leaves=7
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split_feature=51 16 1 0 51 15
split_gain=9.43425e-06 1.96413e-05 4.79065e-05 1.91181e-05 1.97787e-05 5.94685e-05
threshold=-0.09021499999999999 -0.022939999999999999 0.078675000000000009 -0.084304999999999977 0.077145000000000005 -0.106555
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2
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leaf_value=0.0079636762875382652 0.0088228768919717242 0.002046767801734144 -0.02553102451540163 0.013583088429635369 0.010285728691046924 -0.023696982696372805
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leaf_count=515 307 665 505 1012 256 650
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internal_weight=0 0.00712959 0.00269437 0.00443521 0.00326843 0.0022562
internal_count=3910 3395 1170 2225 1213 957
is_linear=0
shrinkage=0.1


Tree=9358
num_leaves=7
num_cat=0
split_feature=42 40 2 3 1 13
split_gain=1.1673e-05 3.0028e-05 5.17935e-05 4.82965e-05 3.68844e-05 3.21899e-05
threshold=-0.089744999999999978 -0.018084999999999997 0.11230000000000001 0.092005000000000017 0.088495000000000018 -0.028919999999999998
decision_type=2 2 2 2 2 2
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leaf_count=452 361 1183 479 205 702 528
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internal_weight=0 0.00779163 0.00676493 0.00495766 0.00394519 0.00231021
internal_count=3910 3458 3097 2618 2413 1711
is_linear=0
shrinkage=0.00196078


Tree=9359
num_leaves=8
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split_feature=50 160 42 49 52 42 3
split_gain=1.54074e-05 2.30006e-05 2.41566e-05 3.51467e-05 5.05267e-05 7.49615e-05 4.6894e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7 -8
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leaf_count=555 727 799 339 492 201 664 133
internal_value=0 2.34439e-05 -1.92259e-05 3.19218e-05 -6.1574e-05 6.42611e-05 0.000276646
internal_weight=0 0.0078031 0.00672298 0.00565254 0.00413904 0.00309488 0.00208495
internal_count=3910 3183 2628 1829 1490 998 334
is_linear=0
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Tree=9360
num_leaves=7
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split_feature=1 4 15 51 16 0
split_gain=9.4033e-06 2.23351e-05 1.45207e-05 3.35089e-05 3.54421e-05 2.85352e-05
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decision_type=2 2 2 2 2 2
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leaf_count=454 269 1554 544 135 430 524
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internal_weight=0 0.00265336 0.00571295 0.00470566 0.00368402 0.00262916
internal_count=3910 2008 1902 1358 1089 659
is_linear=0
shrinkage=0.1


Tree=9361
num_leaves=6
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split_feature=15 151 2 42 1
split_gain=9.24408e-06 2.07125e-05 3.43766e-05 3.29571e-05 2.45454e-05
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decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.007015326480618863 0.012543219930197708 0.0088516391497475179 -0.01278789283793653 0.018539480804209755 -0.010852468386506936
leaf_weight=0.0015641490713770813 0.0013609002297782519 0.0011448224655178263 0.0017505872929415743 0.0011203107062495166 0.0014118805175364446
leaf_count=614 561 749 612 958 416
internal_value=0 0.0015121 -0.00125381 0.00423745 -0.0020295
internal_weight=0 0.0067885 0.0054276 0.00367701 0.0025567
internal_count=3910 3296 2735 2123 1165
is_linear=0
shrinkage=0.1


Tree=9362
num_leaves=6
num_cat=0
split_feature=42 133 49 1 4
split_gain=9.39923e-06 1.59473e-05 3.65923e-05 2.90505e-05 4.25e-05
threshold=0.091955000000000023 0.065880000000000008 -0.0057999999999999987 0.11198000000000001 -0.0010999999999999996
decision_type=2 2 2 2 2
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leaf_weight=0.0016421429252117268 0.0011972486839666374 0.0013548850561391698 0.0018063436169396463 0.0013125156796824087 0.0010279406690500842
leaf_count=415 843 920 1131 269 332
internal_value=0 0.0012981 -0.000987655 0.0040155 -0.00168025
internal_weight=0 0.00714383 0.00578894 0.0041468 0.00283428
internal_count=3910 3067 2147 1732 1463
is_linear=0
shrinkage=0.1


Tree=9363
num_leaves=6
num_cat=0
split_feature=49 42 1 15 13
split_gain=1.07937e-05 1.92565e-05 2.68051e-05 3.42303e-05 4.57023e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.11052000000000002 -0.021529999999999997 -0.09547499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0065945814156382317 0.010472153214004791 0.013159369863132517 -0.014761672430931908 0.0092964717110698269 -0.018833142208897109
leaf_weight=0.0018817352340247456 0.00103658612159178 0.0013378711167291676 0.0017096772102608102 0.0010056532499636535 0.0013568720882880894
leaf_count=529 529 831 501 146 1374
internal_value=0 -0.00201376 -0.00440609 0.000378447 -0.00685924
internal_weight=0 0.00644666 0.00541007 0.0037004 0.00236253
internal_count=3910 3381 2852 2351 1520
is_linear=0
shrinkage=0.1


Tree=9364
num_leaves=6
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split_feature=12 2 1 4 4
split_gain=1.09739e-05 2.65554e-05 2.98188e-05 2.50275e-05 4.20364e-05
threshold=0.051320000000000005 0.083795000000000022 0.10232500000000001 0.08734500000000002 -0.083329999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
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leaf_value=0.01760389928889463 0.0018913604936248787 -0.010646692982318816 0.0085003689228938511 0.0079586796259132116 -0.022792720184333481
leaf_weight=0.0010141637056649676 0.001555670601980639 0.0016025089181879372 0.0016516928497416828 0.0012516838851092124 0.0012396813751595003
leaf_count=265 640 355 431 299 1920
internal_value=0 0.00347482 -0.000928468 -0.0037933 -0.00905552
internal_weight=0 0.00426837 0.0032542 0.00404704 0.00279535
internal_count=3910 1051 786 2859 2560
is_linear=0
shrinkage=0.1


Tree=9365
num_leaves=7
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split_feature=11 2 1 49 2 52
split_gain=3.30326e-05 3.46043e-05 4.11782e-05 2.99636e-05 3.05946e-05 2.72932e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.090355000000000005 -0.047309999999999998 0.11339500000000001 0.031990000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00036210686298402116 -0.00033224164730567054 0.00040895814463951348 7.6226820187654418e-05 0.00037156546459232237 -0.00018762931245234468 -5.2989391876342815e-05
leaf_weight=0.0014587715059331688 0.00103784365216143 0.0012294897999570432 0.0018935353401217433 0.0013425883307128534 0.001291469156042615 0.0010278619504424198
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internal_value=0 3.89379e-05 -0.000114516 0.000144107 5.51831e-05 0.000187472
internal_weight=0 0.00824372 0.00335231 0.00489141 0.00366192 0.00237045
internal_count=3910 3606 2008 1598 1330 849
is_linear=0
shrinkage=0.00196078


Tree=9366
num_leaves=6
num_cat=0
split_feature=49 15 16 15 0
split_gain=1.01309e-05 1.69069e-05 3.68156e-05 2.9509e-05 4.76504e-05
threshold=-0.047894999999999993 -0.064869999999999983 -0.09601999999999998 0.079360000000000014 -0.032484999999999993
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
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leaf_value=0.0066157379054694702 0.0027628011611753674 0.023620218870362697 -0.020750545057478392 -0.011602648536978823 -0.0030813473818273795
leaf_weight=0.0017865250349454777 0.0014581794187099222 0.0011318053757023035 0.0012255469114726128 0.0010858828275645722 0.0016320824408580085
leaf_count=505 545 515 714 1352 279
internal_value=0 -0.00188211 -0.00797477 0.00236517 0.00785288
internal_weight=0 0.0065335 0.00268373 0.00384977 0.00276389
internal_count=3910 3405 1259 2146 794
is_linear=0
shrinkage=0.1


Tree=9367
num_leaves=6
num_cat=0
split_feature=12 15 3 1 4
split_gain=8.53044e-06 2.62457e-05 5.02167e-05 2.22911e-05 7.29575e-05
threshold=0.051320000000000005 0.085120000000000015 -0.10628499999999998 0.094485000000000013 0.08734500000000002
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
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leaf_weight=0.0017840408905029021 0.0012382644444656964 0.0011012461724121386 0.0017012675769565199 0.0011932509510690936 0.0012885548181096247
leaf_count=351 313 1127 1419 330 370
internal_value=0 -0.00334422 -0.00827709 0.00306733 0.00919622
internal_weight=0 0.00404078 0.00293953 0.00426585 0.00248181
internal_count=3910 2859 1732 1051 700
is_linear=0
shrinkage=0.1


Tree=9368
num_leaves=7
num_cat=0
split_feature=52 160 13 13 3 52
split_gain=1.03599e-05 3.81303e-05 2.22194e-05 3.34552e-05 2.70462e-05 2.16672e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.00088499999999999983 -0.088354999999999989
decision_type=2 2 2 2 2 2
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leaf_value=-3.3648117543473104e-05 -0.0003944017015753028 -0.00022980102951353183 0.00038741778409493994 -0.00019397596657060211 0.00020577150242556634 0.00031845222762549077
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internal_weight=0 0.00584099 0.00479312 0.00371824 0.00267153 0.00299131
internal_count=3910 2720 1796 1669 1185 1190
is_linear=0
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Tree=9369
num_leaves=6
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split_feature=11 1 13 15 4
split_gain=3.19747e-05 2.09668e-05 4.29051e-05 3.84367e-05 2.89649e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0024749999999999993 -0.074174999999999977 -0.083329999999999987
decision_type=2 2 2 2 2
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leaf_weight=0.0016433061199298575 0.0010219703364241313 0.0017091265674848144 0.0019679428204015977 0.0016029933511020524 0.0011856672491570288
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internal_value=0 3.39651e-05 0.000106945 -1.5336e-05 -0.000102247
internal_weight=0 0.00810904 0.00528006 0.00357094 0.00282897
internal_count=3910 3606 1623 620 1983
is_linear=0
shrinkage=0.00196078


Tree=9370
num_leaves=8
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split_feature=16 133 1 150 47 15 2
split_gain=1.18447e-05 7.39294e-05 3.87729e-05 2.93746e-05 2.75112e-05 2.80126e-05 2.23907e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00636704 0.00536647 0.00429862 0.00324411 0.00217587 0.00247371
internal_count=3910 3225 2113 1166 900 712 685
is_linear=0
shrinkage=0.00196078


Tree=9371
num_leaves=7
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split_feature=11 16 2 16 2 1
split_gain=3.78415e-05 2.03613e-05 4.78535e-05 7.26046e-05 3.5545e-05 4.93184e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15100500000000003 0.089785000000000018 0.090355000000000005
decision_type=2 2 2 2 2 2
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leaf_count=371 304 1252 585 334 595 469
internal_value=0 3.79778e-05 7.75549e-05 -1.91845e-05 0.000139145 6.55472e-07
internal_weight=0 0.00806945 0.00694768 0.00513348 0.00351366 0.00235323
internal_count=3910 3606 3235 2650 2316 1721
is_linear=0
shrinkage=0.00196078


Tree=9372
num_leaves=6
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split_feature=52 12 1 3 2
split_gain=8.69307e-06 1.59004e-05 3.74469e-05 4.54647e-05 4.70676e-05
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decision_type=2 2 2 2 2
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leaf_count=1089 647 532 411 178 1053
internal_value=0 0.00117435 -0.00120077 0.00321744 -0.00227087
internal_weight=0 0.0072632 0.00577505 0.00443878 0.00343006
internal_count=3910 3263 2731 2320 2142
is_linear=0
shrinkage=0.1


Tree=9373
num_leaves=7
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split_feature=11 3 47 0 0 4
split_gain=4.7326e-05 1.87352e-05 2.49842e-05 3.04095e-05 3.88557e-05 2.24948e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001014315174310298 0.0010068710675460455 0.0010014493019459263 0.0014836466380284685 0.0018394490076306144 0.0015993321923080863 0.0010813907026605732
leaf_count=222 304 164 371 1448 1256 145
internal_value=0 4.32706e-05 7.20804e-06 6.79071e-05 0.000170754 -5.74636e-06
internal_weight=0 0.00801958 0.00700527 0.00552162 0.00368217 0.00208284
internal_count=3910 3606 3384 3013 1565 309
is_linear=0
shrinkage=0.00196078


Tree=9374
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split_feature=11 13 16 2 43 0
split_gain=3.56859e-05 1.93323e-05 2.59767e-05 3.3823e-05 7.07075e-05 1.56362e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 -0.19424999999999998 0.095995000000000011 -0.075819999999999985 -0.08824499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=1.1550184671419344e-05 -0.00035233144602048199 -0.00026392666543141141 -0.00046020868672250073 0.00027031210901861459 0.0001683493030063033 0.00033659035178864856
leaf_weight=0.0010516570139737834 0.0010318243641149758 0.0013472950199632855 0.0011441936369620733 0.0016466311336055363 0.0017260516416137232 0.0012398180513528282
leaf_count=531 304 301 606 651 955 562
internal_value=0 3.46982e-05 -2.49773e-05 4.62966e-05 -8.22188e-05 0.000187415
internal_weight=0 0.00815565 0.00586417 0.00451688 0.00287025 0.00229148
internal_count=3910 3606 2513 2212 1561 1093
is_linear=0
shrinkage=0.00196078


Tree=9375
num_leaves=8
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split_feature=11 3 12 3 15 3 2
split_gain=3.93761e-05 2.25962e-05 2.55315e-05 3.56474e-05 2.48463e-05 2.31222e-05 1.76178e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.086935000000000012 0.076695000000000013 -0.11399999999999998 -0.075954999999999981 0.092450000000000018
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 5 4 6 -7 -8
leaf_value=0.00030623600467217111 -0.00036905768901628646 0.00030033353220699626 -0.00038751211017261621 0.00020842165919901669 1.7332413322491995e-05 9.0397838355181421e-06 -0.00033373478205376352
leaf_weight=0.0010457237675506889 0.0010336627399071966 0.0017659595774966331 0.0010508368490577708 0.0010077638020686945 0.0010678926123802294 0.0012235227283476844 0.0011323110984762523
leaf_count=222 304 1139 1201 174 115 531 224
internal_value=0 3.67881e-05 -2.08565e-06 7.66063e-05 -4.65537e-05 -0.000174182 -0.000163341
internal_weight=0 0.00829401 0.00724829 0.00497393 0.00320797 0.00227436 0.0022002
internal_count=3910 3606 3384 1652 513 1732 339
is_linear=0
shrinkage=0.00196078


Tree=9376
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=4.20913e-05 2.66755e-05 7.4283e-05 4.91217e-05 3.52112e-05 3.23559e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.016619999999999996 0.088375000000000023
decision_type=2 2 2 2 2 2
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leaf_value=0.00029004098063628662 -0.00038338113589890245 -0.0001262717193356116 0.00055969254467727375 0.000343820822900841 -0.00032085610161134911 -0.00016255703671671983
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leaf_count=980 304 114 591 421 344 1156
internal_value=0 4.17258e-05 0.000212961 -3.37126e-05 -0.000124478 3.0674e-05
internal_weight=0 0.0079394 0.00242805 0.00551135 0.00444314 0.00248211
internal_count=3910 3606 705 2901 2480 2136
is_linear=0
shrinkage=0.00196078


Tree=9377
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split_feature=11 3 3 52 4 2
split_gain=4.23179e-05 2.54887e-05 2.10583e-05 4.19563e-05 2.6736e-05 4.98959e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.075954999999999981 -0.081429999999999989 0.0057500000000000008 0.11230000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
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leaf_weight=0.0010143148214019357 0.0010079027327591335 0.001451604292029853 0.0013864192137572938 0.0016581606689276777 0.0014530222993090892 0.0010295418055667571
leaf_count=222 304 1890 395 511 333 255
internal_value=0 4.37635e-05 1.55064e-06 5.6749e-05 -4.21034e-05 8.66632e-05
internal_weight=0 0.00799306 0.00697875 0.00552714 0.00414072 0.00248256
internal_count=3910 3606 3384 1494 1099 588
is_linear=0
shrinkage=0.00196078


Tree=9378
num_leaves=7
num_cat=0
split_feature=157 160 4 2 0 4
split_gain=2.95691e-05 5.86695e-05 3.1398e-05 3.8175e-05 4.88719e-05 4.74204e-05
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decision_type=2 2 2 2 2 2
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leaf_count=587 813 1024 340 499 469 178
internal_value=0 -4.27427e-05 2.52658e-05 -3.05456e-05 7.70495e-05 -9.34618e-05
internal_weight=0 0.00820858 0.007026 0.0059477 0.00404844 0.00248915
internal_count=3910 3323 2510 2170 1671 1202
is_linear=0
shrinkage=0.00196078


Tree=9379
num_leaves=6
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split_feature=11 1 13 15 13
split_gain=3.83598e-05 1.92288e-05 5.91153e-05 4.33529e-05 4.27975e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 -0.074174999999999977 -0.028919999999999998
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00029101868614246835 -0.00036610219303980586 0.00043821399265585434 0.00017633263356127659 -0.00029362418205846317 0.00015045988361063074
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leaf_count=1279 304 895 216 287 929
internal_value=0 4.12395e-05 0.000123936 -3.37906e-05 -7.1041e-05
internal_weight=0 0.00796196 0.00458502 0.00305287 0.00337694
internal_count=3910 3606 1398 503 2208
is_linear=0
shrinkage=0.00196078


Tree=9380
num_leaves=8
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split_feature=42 12 51 0 15 16 2
split_gain=1.31324e-05 2.86998e-05 4.4598e-05 5.07254e-05 2.58963e-05 4.12807e-05 5.01505e-05
threshold=-0.089744999999999978 0.098845000000000016 -0.07742499999999998 -0.070894999999999986 -0.13823999999999997 -0.11807499999999999 0.088820000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.00021328752796971622 -0.00030615354695355919 -0.00025804794108968027 0.00030654565475052607 0.0004672947204266858 -0.00037653716372657801 -0.00018789770474441131 0.00039650968183133295
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leaf_count=452 497 497 310 422 315 942 475
internal_value=0 2.48618e-05 7.43247e-05 0.00014147 3.65516e-05 -4.89013e-05 9.88797e-05
internal_weight=0 0.00788516 0.00671171 0.00570493 0.00431536 0.0032779 0.00225898
internal_count=3910 3458 2961 2464 2042 1732 1417
is_linear=0
shrinkage=0.00196078


Tree=9381
num_leaves=7
num_cat=0
split_feature=11 3 12 3 3 15
split_gain=3.79103e-05 2.30094e-05 2.95767e-05 4.37091e-05 2.20225e-05 1.91263e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.086935000000000012 0.076695000000000013 -0.075954999999999981 -0.074174999999999977
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 5 -6 -7
leaf_value=0.00031647623984535576 -0.00036331029804259645 0.00033363403865099671 -0.00040151452917989246 7.5342292787559603e-05 -5.5564053330661758e-06 -0.00023724905507993606
leaf_weight=0.0010067999732682456 0.0010128376658561601 0.0017383517427669226 0.0010146243154676223 0.0018064641656540224 0.0011545731596090513 0.0012899151437305995
leaf_count=222 304 1139 1201 260 531 253
internal_value=0 3.93063e-05 -5.36323e-07 8.48124e-05 -0.000190763 -5.48796e-05
internal_weight=0 0.00801073 0.00700393 0.00483473 0.0021692 0.00309638
internal_count=3910 3606 3384 1652 1732 513
is_linear=0
shrinkage=0.00196078


Tree=9382
num_leaves=7
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split_feature=12 52 47 48 4 0
split_gain=8.95499e-06 2.06567e-05 3.98034e-05 3.27412e-05 4.34539e-05 1.62364e-05
threshold=0.10371500000000002 -0.11271999999999999 0.09252500000000001 0.087500000000000008 -0.060264999999999992 -0.14070999999999997
decision_type=2 2 2 2 2 2
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leaf_count=594 441 1218 267 294 218 878
internal_value=0 0.00110492 0.00325563 0.00688297 0.0110773 0.0210726
internal_weight=0 0.00743063 0.00637063 0.00526241 0.00410243 0.00211116
internal_count=3910 3469 2875 2608 2314 1096
is_linear=0
shrinkage=0.1


Tree=9383
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=9.32976e-06 2.24751e-05 1.50095e-05 2.8402e-05 3.22482e-05 2.51441e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00268005 0.0057383 0.00472327 0.00370237 0.00264619
internal_count=3910 2008 1902 1358 1089 659
is_linear=0
shrinkage=0.1


Tree=9384
num_leaves=7
num_cat=0
split_feature=52 151 16 2 4 16
split_gain=8.61427e-06 2.28898e-05 4.79452e-05 3.84718e-05 2.2191e-05 1.92526e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.011756527147802667 -0.015723191618617238 0.015672374410798422 0.011980602538395876 -0.022062431019295337 -0.0088880820134677185 -0.0048323000482914172
leaf_weight=0.0015804299171025072 0.0010417099792682178 0.0014549091500083823 0.0010254106737496327 0.0010351324647296066 0.0010128643693157284 0.0012552951048757982
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internal_weight=0 0.00557003 0.00452832 0.00307341 0.00203828 0.00283573
internal_count=3910 2720 2348 1935 1644 1190
is_linear=0
shrinkage=0.1


Tree=9385
num_leaves=7
num_cat=0
split_feature=42 51 12 16 52 15
split_gain=8.36445e-06 2.54156e-05 1.71193e-05 3.64468e-05 5.17714e-05 1.34714e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.096315000000000026 -0.19424999999999998 0.06136500000000001 -0.088379999999999986
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00699141 0.00592064 0.00480831 0.00322417 0.00212499
internal_count=3910 2850 2329 1957 1545 996
is_linear=0
shrinkage=0.1


Tree=9386
num_leaves=6
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split_feature=52 0 16 1 4
split_gain=8.43003e-06 1.95649e-05 4.01389e-05 2.98586e-05 1.47202e-05
threshold=-0.048794999999999991 -0.17106499999999999 -0.055679999999999993 0.08844500000000001 -0.0031049999999999997
decision_type=2 2 2 2 2
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leaf_weight=0.0012966762168347399 0.0012698553593373336 0.0010362243531887765 0.0016972320763613594 0.0015417305739167842 0.0015343979376450652
leaf_count=807 184 1171 787 578 383
internal_value=0 -0.00232523 -0.00556255 0.00229955 0.00438145
internal_weight=0 0.00554504 0.00427519 0.00257795 0.00283107
internal_count=3910 2720 2536 1749 1190
is_linear=0
shrinkage=0.1


Tree=9387
num_leaves=7
num_cat=0
split_feature=51 484 49 15 43 16
split_gain=8.15932e-06 2.64158e-05 1.523e-05 2.53935e-05 2.99995e-05 3.01355e-05
threshold=0.08955500000000001 0.073820000000000011 -0.042499999999999989 0.014775000000000002 -0.078844999999999985 -0.057604999999999996
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00720839 0.00616923 0.00476961 0.00364648 0.00260962
internal_count=3910 3423 2967 2617 1418 846
is_linear=0
shrinkage=0.1


Tree=9388
num_leaves=7
num_cat=0
split_feature=42 40 2 2 151 0
split_gain=1.66598e-05 3.81585e-05 4.81751e-05 5.83836e-05 2.40716e-05 4.95057e-05
threshold=-0.089744999999999978 -0.018084999999999997 0.11230000000000001 0.097940000000000013 -0.0074049999999999993 -0.08824499999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00796297 0.00689512 0.00505926 0.00390578 0.00288998
internal_count=3910 3458 3097 2618 2220 1858
is_linear=0
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Tree=9389
num_leaves=8
num_cat=0
split_feature=131 159 160 42 1 4 13
split_gain=1.43118e-05 2.32141e-05 4.51538e-05 3.19996e-05 3.16767e-05 5.10602e-05 2.33952e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 2.52249e-05 -1.6463e-05 5.13863e-05 0.00011929 -3.7573e-05 0.000282613
internal_weight=0 0.00788061 0.0068322 0.00578425 0.00475371 0.00242481 0.0023289
internal_count=3910 3260 2710 2009 1414 665 749
is_linear=0
shrinkage=0.00196078


Tree=9390
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 0 3
split_gain=3.0489e-05 2.46403e-05 9.25417e-05 5.29516e-05 2.68351e-05 2.76501e-05 1.38876e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 -0.083424999999999985 -0.025254999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.0001955481865568371 -0.00032869137695066533 -0.00017849317154782602 0.00057593949665007255 0.00034816893855373017 -0.00013748677193562033 -0.00022046533126168893 -0.00045818450256376831
leaf_weight=0.0013319584516909549 0.0010237978278266032 0.0012718912996940864 0.0012292720957187045 0.0010825353966443969 0.0010330068967016517 0.001139936380529641 0.0010436535622769076
leaf_count=558 304 114 591 421 1127 612 183
internal_value=0 3.03486e-05 0.000192295 -4.15834e-05 -0.000134343 3.69984e-06 -0.000298658
internal_weight=0 0.00813225 0.00250116 0.00563109 0.00454856 0.00247189 0.00207666
internal_count=3910 3606 705 2901 2480 1170 1310
is_linear=0
shrinkage=0.00196078


Tree=9391
num_leaves=6
num_cat=0
split_feature=2 52 3 1 0
split_gain=8.21566e-06 4.60198e-05 4.59359e-05 3.19194e-05 2.67663e-05
threshold=0.10946500000000002 0.086950000000000013 0.090325000000000003 0.088495000000000018 -0.13506999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0061416433160488134 -0.0039239630671847629 -0.018801779361667686 0.021398867646552241 -0.012713152903847788 0.017174506576686809
leaf_weight=0.0019118834784587317 0.0014601394957003827 0.0012885059239163381 0.0010119127398556522 0.0016928791109365323 0.0010222699072575938
leaf_count=1325 208 911 176 731 559
internal_value=0 -0.00209175 0.00257199 -0.002713 0.0047645
internal_weight=0 0.00590518 0.00461668 0.00360476 0.00248241
internal_count=3910 3143 2232 2056 767
is_linear=0
shrinkage=0.1


Tree=9392
num_leaves=7
num_cat=0
split_feature=11 43 15 52 1 2
split_gain=2.50887e-05 2.49668e-05 4.87438e-05 2.22654e-05 3.70047e-05 4.20613e-05
threshold=1.0000000180025095e-35 -0.057994999999999998 -0.053579999999999996 -0.074484999999999982 0.087545000000000026 0.10705000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.00052583484339947144 -0.00029481948218191802 -0.00027437059193781665 -9.1838794062318426e-06 -0.00021795895950578242 0.00043425538843692269 -8.6505821197784753e-05
leaf_weight=0.0010073603007864163 0.0010188812735162549 0.0012775449996455493 0.0018701037488079103 0.0014934203472095941 0.0012006806334112123 0.001184627790142802
leaf_count=796 304 340 875 958 389 248
internal_value=0 3.17947e-05 0.000178119 -4.98616e-05 2.40853e-05 0.000175627
internal_weight=0 0.00803374 0.00287746 0.00515627 0.00387873 0.00238531
internal_count=3910 3606 1671 1935 1595 637
is_linear=0
shrinkage=0.00196078


Tree=9393
num_leaves=6
num_cat=0
split_feature=52 4 0 0 2
split_gain=7.93711e-06 3.10271e-05 3.33638e-05 2.03972e-05 2.42338e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.077944999999999987 -0.10575999999999998 0.09116500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.016943975470699563 0.0071865093870496603 0.012051656203562425 0.014160785122864637 -0.012972896334654661 -0.0058937795708738031
leaf_weight=0.0010835647591754469 0.0012806812038618108 0.0012926672996110842 0.0015353878284299896 0.0013915610692927603 0.0018008745962841228
leaf_count=255 673 216 824 1562 380
internal_value=0 -0.00136617 0.00143751 -0.00291805 0.0016049
internal_weight=0 0.00710406 0.00602049 0.0044851 0.00309354
internal_count=3910 3237 2982 2158 596
is_linear=0
shrinkage=0.1


Tree=9394
num_leaves=7
num_cat=0
split_feature=11 13 1 3 0 13
split_gain=3.42216e-05 2.80133e-05 3.34599e-05 3.41372e-05 2.65886e-05 1.10057e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 0.11593500000000001 -0.087654999999999983 -0.13027499999999997 -0.13934999999999997
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=9.7587803917051255e-05 -0.00034669465843891123 0.00033770035606577796 -0.00031122087858872702 8.9924760344796498e-05 -0.00026848876812740033 0.0003725173478400706
leaf_weight=0.0012299647612848033 0.0010023265860098331 0.0011449616557827735 0.0013040914439226168 0.0019653037154733237 0.0013372192603555572 0.0010274162651868594
leaf_count=232 304 594 319 263 1337 861
internal_value=0 3.76147e-05 -3.50348e-05 4.59485e-05 -5.51999e-05 0.000222718
internal_weight=0 0.00800896 0.00575158 0.00444748 0.00330252 0.00225738
internal_count=3910 3606 2513 2194 1600 1093
is_linear=0
shrinkage=0.00196078


Tree=9395
num_leaves=7
num_cat=0
split_feature=11 3 3 49 49 16
split_gain=3.09278e-05 3.46337e-05 3.3869e-05 3.60891e-05 4.54492e-05 2.85449e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 1.0000000180025095e-35 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0003726102294857306 -0.00032423189500494718 -0.00032759046569981145 -0.00019431828105524526 0.00042427054266894236 -0.00017673736626510838 4.1447934509860335e-05
leaf_weight=0.0010201416834027732 0.0010410767173222287 0.0011149459060584826 0.0017407617602604774 0.0018240928667806393 0.0012433911221150862 0.0012703766227430079
leaf_count=222 304 1646 373 741 449 175
internal_value=0 3.45054e-05 -1.34423e-05 4.41791e-05 0.000139887 0.00026711
internal_weight=0 0.00821371 0.00719357 0.00607862 0.00433786 0.00309447
internal_count=3910 3606 3384 1738 1365 916
is_linear=0
shrinkage=0.00196078


Tree=9396
num_leaves=6
num_cat=0
split_feature=0 43 4 15 15
split_gain=1.00895e-05 1.606e-05 2.24143e-05 3.04088e-05 1.91049e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 -0.034289999999999994 -0.07142999999999998 -0.11399999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.009480513933076605 0.0070539028146348135 -0.011600109021925951 0.0066907032770614806 0.017579759250345231 -0.010659386939334542
leaf_weight=0.00192521772076777 0.0016106516755342139 0.0010536034139486225 0.0013604657040133354 0.0012612303071478253 0.0011896170043861256
leaf_count=1214 394 1158 376 396 372
internal_value=0 -0.00174959 0.00130981 0.00487864 -0.00140314
internal_weight=0 0.00679013 0.00486492 0.00381131 0.00255008
internal_count=3910 3516 2302 1144 748
is_linear=0
shrinkage=0.1


Tree=9397
num_leaves=8
num_cat=0
split_feature=11 3 48 2 2 4 3
split_gain=4.61306e-05 4.00074e-05 3.55842e-05 4.40606e-05 3.87268e-05 2.86163e-05 6.44816e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09227500000000001 0.11260500000000001 0.097135000000000013 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00039317502729799102 -0.00040039208026952086 0.00020837004728922379 0.00026423323563213913 0.00028529347340139794 -0.00048019827380777066 -0.00048739834881430789 0.00012416817602906987
leaf_weight=0.0010975969452856468 0.0010049919319378995 0.0010797593831481963 0.0014752690227550075 0.0010620673074215447 0.0010943457648275624 0.0012780576416424013 0.0013769860222368269
leaf_count=247 279 853 390 407 355 1188 191
internal_value=0 4.39392e-05 -8.09651e-06 -7.62929e-05 -0.000155816 -6.07678e-05 -0.000170221
internal_weight=0 0.00846408 0.00736649 0.00589122 0.00482915 0.0037348 0.00265504
internal_count=3910 3631 3384 2994 2587 2232 1379
is_linear=0
shrinkage=0.00196078


Tree=9398
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 3
split_gain=4.46893e-05 2.55912e-05 7.9624e-05 2.95754e-05 3.43593e-05 2.53045e-05 1.08756e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.085255000000000011 -0.074234999999999982 -0.025254999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.00025157566030391997 -0.00038765368921830424 -0.0001332400940326383 0.00056246393237484858 0.00026037094352485818 -0.00014244490570112343 -0.00014419185866764716 -0.00042528650210488234
leaf_weight=0.0012668522781075879 0.0010381258643788688 0.0012891049071912886 0.0012417459888034884 0.0010955407450038389 0.001047728817837148 0.0012185711431141732 0.0010429608539676207
leaf_count=849 304 114 591 421 1127 321 183
internal_value=0 4.4148e-05 0.000208103 -2.90132e-05 -9.82929e-05 5.75359e-05 -0.000283543
internal_weight=0 0.0082025 0.00253085 0.00567165 0.00457611 0.00248542 0.00209069
internal_count=3910 3606 705 2901 2480 1170 1310
is_linear=0
shrinkage=0.00196078


Tree=9399
num_leaves=6
num_cat=0
split_feature=160 42 43 4 1
split_gain=9.36472e-06 2.06649e-05 1.89823e-05 2.44223e-05 2.92804e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.17888000000000001 0.089455000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.006412993357796647 -0.010216749947219234 0.013545352829865959 0.004655510014901801 0.013100692027099833 -0.016188449705870394
leaf_weight=0.0018194369013452292 0.0011942408817445351 0.0015786545133786626 0.0015263990408280075 0.0010996025590738396 0.0012067209596762023
leaf_count=1218 882 604 550 242 414
internal_value=0 0.00168931 0.00431687 0.000515764 -0.00454747
internal_weight=0 0.00660562 0.00541138 0.00383272 0.00273312
internal_count=3910 2692 1810 1206 964
is_linear=0
shrinkage=0.1


Tree=9400
num_leaves=6
num_cat=0
split_feature=0 1 2 0 52
split_gain=8.05099e-06 1.53778e-05 2.40958e-05 3.91655e-05 2.93405e-05
threshold=1.0000000180025095e-35 0.076710000000000014 1.0000000180025095e-35 -0.15007499999999999 -0.0025949999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01075669500098065 0.006290593202337662 -0.0079519142530619785 -0.014018511230247235 0.022213432039332796 0.0084641505092473753
leaf_weight=0.0014351148790755254 0.0016157927898960032 0.0019553507584740065 0.0010102751683258677 0.0010344039711905418 0.0013643586549302433
leaf_count=1910 394 843 117 415 231
internal_value=0 -0.00156227 0.000897486 0.00597331 -0.00110098
internal_weight=0 0.0067995 0.00536439 0.00340904 0.00237463
internal_count=3910 3516 1606 763 348
is_linear=0
shrinkage=0.1


Tree=9401
num_leaves=7
num_cat=0
split_feature=52 151 4 15 3 15
split_gain=9.56151e-06 1.67938e-05 2.8753e-05 5.1326e-05 4.18187e-05 4.34274e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.25367000000000006 -0.017214999999999998 -0.089974999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.0079722579819707425 -0.008821506062544197 -0.01616736189497844 0.01854713123049483 -0.0098144928942175656 0.028358697244196564 0.0010375931111458164
leaf_weight=0.0015556687694822441 0.0010823601061778817 0.0013411611788630043 0.0010679248082631808 0.0010288418913766495 0.0011382754592509938 0.0011900393278426492
leaf_count=620 647 782 328 469 190 874
internal_value=0 0.00124816 0.00373573 0.000369108 0.00697531 0.0143944
internal_weight=0 0.00732191 0.00576624 0.00469832 0.00335716 0.00232831
internal_count=3910 3263 2643 2315 1533 1064
is_linear=0
shrinkage=0.1


Tree=9402
num_leaves=7
num_cat=0
split_feature=42 49 160 1 2 0
split_gain=1.15314e-05 1.79355e-05 3.80983e-05 2.4493e-05 3.24474e-05 3.94636e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.019875 0.11198000000000001 0.10393500000000001 -0.077944999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.00038237388565118849 -0.00017589867663589715 -7.4208569274032988e-05 0.00014433428620459806 0.00030459245715153452 -0.00029250838055391171 0.00038591553196986998
leaf_weight=0.0010929861531470521 0.0012791681500335557 0.0017890933623618305 0.0010213975593640796 0.0014360925724747732 0.0010370156321456692 0.0011955391600103667
leaf_count=460 843 1409 245 302 341 310
internal_value=0 2.53815e-05 -0.000127936 8.47784e-05 6.28481e-06 0.000110101
internal_weight=0 0.00757212 0.00211438 0.00545774 0.00402165 0.00298463
internal_count=3910 3067 705 2362 2060 1719
is_linear=0
shrinkage=0.00196078


Tree=9403
num_leaves=6
num_cat=0
split_feature=15 43 16 16 2
split_gain=9.44191e-06 2.6183e-05 3.49443e-05 5.33354e-05 6.03867e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.15100500000000003 -0.19424999999999998 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0070357849960189268 0.014823490388744455 -0.015335964669388759 -0.014306879326270394 -0.0017849104699188267 0.026989695988504314
leaf_weight=0.0015705329261310481 0.0012224517862299278 0.0011009943801833814 0.0015141206087013323 0.0017204370505851743 0.001266017040000961
leaf_count=614 233 268 539 1529 727
internal_value=0 0.00156395 -0.00132973 0.00347742 0.0104132
internal_weight=0 0.00682402 0.00560157 0.00408745 0.00298645
internal_count=3910 3296 3063 2524 2256
is_linear=0
shrinkage=0.1


Tree=9404
num_leaves=7
num_cat=0
split_feature=11 42 0 2 15 1
split_gain=4.37658e-05 2.25717e-05 4.32579e-05 4.52432e-05 7.46249e-05 9.44309e-05
threshold=1.0000000180025095e-35 0.086325000000000013 0.047345000000000005 0.11230000000000001 0.024640000000000006 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-1.1968038205790878e-05 -0.000391901223064237 -0.00016016473781822784 0.00044197498523870912 -0.00027330000182352259 -0.00031969165182718607 0.00073021018163791664
leaf_weight=0.0015438582857846351 0.0010090158927944176 0.0016837435922235156 0.0011351502276958619 0.001458606610829256 0.0010116791058885372 0.0011501246307165911
leaf_count=749 304 1388 163 355 711 240
internal_value=0 4.1503e-05 9.54058e-05 1.9227e-05 0.00013437 0.000304885
internal_weight=0 0.00798316 0.00629942 0.00516427 0.00370566 0.00269398
internal_count=3910 3606 2218 2055 1700 989
is_linear=0
shrinkage=0.00196078


Tree=9405
num_leaves=6
num_cat=0
split_feature=160 42 49 0 16
split_gain=9.03663e-06 1.92956e-05 1.76507e-05 3.5846e-05 4.27467e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 -0.10462499999999998 0.16388500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_count=1218 882 317 285 882 326
internal_value=0 0.00167762 0.00421639 0.000811467 0.00869365
internal_weight=0 0.0065765 0.005392 0.0039818 0.00235591
internal_count=3910 2692 1810 1493 1208
is_linear=0
shrinkage=0.1


Tree=9406
num_leaves=7
num_cat=0
split_feature=11 3 47 1 3 13
split_gain=4.17813e-05 2.39279e-05 2.30232e-05 4.11076e-05 5.63018e-05 4.39945e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.08844500000000001 0.045635000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00032169200214882083 -0.00038252091750715198 -0.00032986414576935402 -0.00021956256120420981 0.00055198025462521185 -4.6144583354766006e-06 0.00019284765904268819
leaf_weight=0.0010109666994664538 0.0010152834464216614 0.0015632083683715385 0.0014649105936773823 0.0011595934696307202 0.0017580394868348731 0.0010249701693851496
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internal_value=0 3.97857e-05 -1.09924e-06 5.70265e-05 0.0002166 -0.00012286
internal_weight=0 0.00798169 0.00697072 0.00550581 0.00291763 0.00258818
internal_count=3910 3606 3384 3013 1017 1996
is_linear=0
shrinkage=0.00196078


Tree=9407
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 13 43
split_gain=5.26942e-05 2.70024e-05 0.000100293 4.5821e-05 5.35323e-05 4.79683e-05 9.62827e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.094679999999999986 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
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leaf_weight=0.0011316236173658325 0.0010173723272698205 0.0012569222552046913 0.0012407598617265965 0.0010938116116643538 0.0010179805718076615 0.0011872572979951053 0.0011817917452154963
leaf_count=438 304 114 591 421 184 760 1098
internal_value=0 4.19466e-05 0.000211546 -3.35294e-05 -0.000120696 -0.000244056 -0.000397017
internal_weight=0 0.00811015 0.00249768 0.00561246 0.00451865 0.00338703 0.00236905
internal_count=3910 3606 705 2901 2480 2042 1858
is_linear=0
shrinkage=0.00196078


Tree=9408
num_leaves=7
num_cat=0
split_feature=50 4 151 16 51 0
split_gain=8.30453e-06 2.34214e-05 2.49423e-05 4.25894e-05 1.77261e-05 1.274e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.087719999999999979 -0.082994999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
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leaf_weight=0.001238536734938696 0.0010061269917080989 0.0010505130758137367 0.0014796817373669492 0.0010070212532351133 0.0010393027875094728 0.0015790759516507483
leaf_count=448 779 396 396 427 630 834
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internal_weight=0 0.00739413 0.00634362 0.00510508 0.0036254 0.00261838
internal_count=3910 3131 2735 2287 1891 1464
is_linear=0
shrinkage=0.1


Tree=9409
num_leaves=7
num_cat=0
split_feature=11 3 47 13 52 0
split_gain=3.53415e-05 2.86692e-05 2.391e-05 3.47941e-05 9.64382e-05 2.28022e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 -0.0043499999999999988 -0.010284999999999997 -0.082994999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0003478129662199919 -0.00035003050182726484 4.8684128027037705e-05 -0.00022861563308062727 -0.00019376064249627077 0.00049673873722803539 -0.00033751456501483686
leaf_weight=0.0010010637740583538 0.0010204606600028891 0.0012917851245581066 0.0014761471537198768 0.0014081775215377147 0.0017367315611239319 0.0010785182693247462
leaf_count=222 304 1227 371 348 462 976
internal_value=0 3.74653e-05 -6.97204e-06 5.23509e-05 0.000187558 -0.000127041
internal_weight=0 0.00799242 0.00699136 0.00551521 0.00314491 0.0023703
internal_count=3910 3606 3384 3013 810 2203
is_linear=0
shrinkage=0.00196078


Tree=9410
num_leaves=6
num_cat=0
split_feature=43 3 4 13 2
split_gain=8.60733e-06 2.06366e-05 1.85666e-05 2.21615e-05 3.80254e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.23071499999999998 -0.0041499999999999983 0.10705000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0023842538035106688 -0.014435196545992535 0.014495431055995982 -0.0096877655990844237 0.014655535979535964 -0.0089885008688097411
leaf_weight=0.0018598630336318974 0.001043855390032199 0.0011862430402552505 0.0014410847251076372 0.001759016976365995 0.0011090459281426586
leaf_count=1238 241 536 1311 407 177
internal_value=0 0.00418919 -0.00246936 0.000429269 0.00551267
internal_weight=0 0.00304611 0.005353 0.00430915 0.00286806
internal_count=3910 1774 2136 1895 584
is_linear=0
shrinkage=0.1


Tree=9411
num_leaves=6
num_cat=0
split_feature=0 43 160 13 2
split_gain=8.76074e-06 1.52858e-05 2.14005e-05 4.40647e-05 2.23529e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 0.041025000000000006 -0.057284999999999996 0.091250000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0091892662593257117 0.0065739280860737555 0.017576052091695091 -0.011606241378965128 0.0057801578810180686 -0.014066525397052696
leaf_weight=0.0019163120012962616 0.0016132476469111019 0.001580267315584982 0.0010090478910000956 0.00113172969083357 0.0011382462909155383
leaf_count=1214 394 1038 286 593 385
internal_value=0 -0.00162576 0.00135699 0.00475431 -0.00417167
internal_weight=0 0.0067756 0.00485929 0.00385024 0.00226998
internal_count=3910 3516 2302 2016 978
is_linear=0
shrinkage=0.1


Tree=9412
num_leaves=7
num_cat=0
split_feature=1 42 133 52 0 12
split_gain=8.03729e-06 1.91893e-05 2.58166e-05 2.61787e-05 2.64228e-05 3.76733e-05
threshold=0.12730000000000002 0.088915000000000008 0.065880000000000008 -0.074484999999999982 -0.15137999999999999 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.014197002040537419 0.0080628375736826151 -0.012100142510111848 0.014100374891773361 0.01317336867941913 -0.018384023208094322 0.0085933359197931432
leaf_weight=0.0013083177128042295 0.0010672003565204606 0.0013282806424315943 0.001229869796436734 0.0013735858700181648 0.0010215472204366117 0.0010494224321212747
leaf_count=464 345 1025 793 197 473 613
internal_value=0 -0.00122723 0.00118676 -0.00215481 0.00241908 -0.00471379
internal_weight=0 0.00731102 0.00598274 0.00475287 0.00344456 0.00207097
internal_count=3910 3565 2540 1747 1283 1086
is_linear=0
shrinkage=0.1


Tree=9413
num_leaves=8
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split_feature=11 3 48 47 49 16 4
split_gain=3.0284e-05 3.92214e-05 2.81979e-05 4.9031e-05 4.04596e-05 5.60573e-05 3.80287e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.096835000000000018 0.087850000000000025 -0.069934999999999983 -0.083564999999999987 -0.084009999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00039410308353617226 -0.0003162563639960276 -0.00033298272725867652 0.00025766166833817643 -0.00043830205167746727 0.00040699429057890234 0.00019298510740800283 -0.00031128164464752297
leaf_weight=0.001043945861907189 0.0010390999949888733 0.0010031463064525221 0.0012281451062276637 0.0011197158744057556 0.0014857959146105807 0.0010585307040322811 0.0012586621951540954
leaf_count=222 304 292 320 276 865 340 1291
internal_value=0 3.90655e-05 -1.27433e-05 -6.87853e-05 1.73034e-05 0.000109701 -8.09245e-05
internal_weight=0 0.00819794 0.007154 0.00592585 0.00480614 0.00380299 0.00231719
internal_count=3910 3606 3384 3064 2788 2496 1631
is_linear=0
shrinkage=0.00196078


Tree=9414
num_leaves=8
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split_feature=11 3 49 15 52 4 457
split_gain=3.86258e-05 2.82018e-05 2.41052e-05 2.95079e-05 6.14762e-05 3.26693e-05 2.173e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.006494999999999999 -0.017214999999999998 0.084240000000000023 0.25367000000000006 0.08351500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -4 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00034790793063876045 -0.000368109489504053 -0.00038424061645792891 -0.00026483981409297207 0.00048579731831986206 -0.00014708389226891612 0.00018659495177448314 2.1384994001274185e-05
leaf_weight=0.0010012545078192355 0.0010028367382363722 0.0010279756049670003 0.0014904097804504788 0.0014262896582380648 0.0010065219264097506 0.0010508995653906619 0.0010034071801486267
leaf_count=222 304 440 953 707 741 327 216
internal_value=0 4.00948e-05 -3.89906e-06 6.96037e-05 0.000223957 -7.81594e-05 -0.000183881
internal_weight=0 0.00800676 0.0070055 0.00497412 0.00243281 0.00254131 0.00203138
internal_count=3910 3606 3384 2728 1448 1280 656
is_linear=0
shrinkage=0.00196078


Tree=9415
num_leaves=6
num_cat=0
split_feature=43 43 4 13 48
split_gain=8.18042e-06 1.6539e-05 1.63601e-05 2.30615e-05 3.66044e-05
threshold=-0.057994999999999998 -0.093039999999999984 -0.23071499999999998 -0.0041499999999999983 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0023572494542142466 -0.013636822013276205 0.012518394492103888 -0.009996987377587821 0.014369261609105047 -0.0089162593175372735
leaf_weight=0.001723241890598378 0.0010429653112492858 0.0013198616183465561 0.001440841547392943 0.0017750307028088896 0.0010894274763960468
leaf_count=602 241 1172 1311 437 147
internal_value=0 0.00409465 -0.00239976 0.000322437 0.00551318
internal_weight=0 0.0030431 0.00534827 0.0043053 0.00286446
internal_count=3910 1774 2136 1895 584
is_linear=0
shrinkage=0.1


Tree=9416
num_leaves=8
num_cat=0
split_feature=11 48 43 42 43 2 4
split_gain=5.65648e-05 3.67086e-05 3.44077e-05 4.80909e-05 3.11087e-05 3.6324e-05 6.88828e-05
threshold=1.0000000180025095e-35 0.096835000000000018 -0.17307499999999998 0.086325000000000013 0.0016850000000000001 0.084235000000000018 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00030462101328828002 -0.00043599533109373679 0.00035423932951946923 0.00024267163580263902 -0.00041655504288117402 0.00030570148102861111 -0.0005333985375486996 0.00013372293037024378
leaf_weight=0.0011538726697984643 0.0010235268962920643 0.0013063951544670773 0.0010119303506367344 0.0011943395824301805 0.0011414562839194989 0.0011936126654586644 0.0011866470041523663
leaf_count=208 304 337 416 1223 328 797 297
internal_value=0 5.29154e-05 -4.28547e-06 -6.65131e-05 2.57017e-05 -6.8517e-05 -0.000200814
internal_weight=0 0.00818825 0.00688186 0.00572799 0.00453365 0.00339219 0.00238026
internal_count=3910 3606 3269 3061 1838 1510 1094
is_linear=0
shrinkage=0.00196078


Tree=9417
num_leaves=7
num_cat=0
split_feature=42 160 151 12 2 3
split_gain=2.31656e-05 4.18262e-05 2.97359e-05 5.99225e-05 6.90458e-05 4.27802e-05
threshold=-0.090359999999999982 -1.0000000180025095e-35 -0.0088999999999999982 0.095295000000000019 0.088820000000000024 0.10223
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0002844997150111247 -0.00023650347718416636 -0.00017242454126922526 -4.8707084526367168e-05 -0.00017815499224081946 0.00073999385890339002 0.00020380527977809023
leaf_weight=0.0010156774657564495 0.001769550866673855 0.0012026245726525124 0.0013690729030916252 0.0013800414512344953 0.001312418127047194 0.0010141876556002886
leaf_count=440 1118 383 828 536 455 150
internal_value=0 2.97552e-05 0.0001048 0.000170485 0.000300674 0.000506265
internal_weight=0 0.0080479 0.00627834 0.00507572 0.00369568 0.00232661
internal_count=3910 3470 2352 1969 1433 605
is_linear=0
shrinkage=0.00196078


Tree=9418
num_leaves=6
num_cat=0
split_feature=160 49 2 0 12
split_gain=9.34802e-06 1.80609e-05 3.55572e-05 5.70907e-05 7.22315e-05
threshold=-1.0000000180025095e-35 0.010625000000000001 0.10946500000000002 -0.053834999999999994 0.085185000000000025
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.006405661491573668 -0.015742740299594476 0.013747897435173734 0.014178327863800187 -0.023150401241343228 0.015407813487251976
leaf_weight=0.0018125124966809651 0.0012788201971320788 0.0010472140641159308 0.0012626266651130308 0.0012258689651669322 0.0017811754884189393
leaf_count=1218 436 501 363 253 1139
internal_value=0 0.00170284 -0.000570522 -0.00491557 0.00238951
internal_weight=0 0.00659571 0.00554849 0.00428586 0.00306
internal_count=3910 2692 2191 1828 1575
is_linear=0
shrinkage=0.1


Tree=9419
num_leaves=7
num_cat=0
split_feature=11 3 3 13 47 52
split_gain=3.51429e-05 2.77642e-05 2.53138e-05 3.09257e-05 4.29021e-05 3.94074e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.070604999999999987 0.09252500000000001 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00034187093127015586 -0.00035221325559757987 -0.00028285331684352907 0.00024606210484673981 -0.00016141907062126515 -0.00040392835825816078 0.00029448714977652963
leaf_weight=0.0010041380378374102 0.0010039654420554165 0.0010797493117904568 0.0019443198520754231 0.0014711387409676352 0.0010129426494344201 0.0014448188584802769
leaf_count=222 304 1646 718 404 158 458
internal_value=0 3.7093e-05 -6.92262e-06 4.38053e-05 -5.62869e-05 6.44765e-05
internal_weight=0 0.00795711 0.00695297 0.00587322 0.0039289 0.00291596
internal_count=3910 3606 3384 1738 1020 862
is_linear=0
shrinkage=0.00196078


Tree=9420
num_leaves=6
num_cat=0
split_feature=0 52 150 2 3
split_gain=1.13438e-05 2.51491e-05 3.1441e-05 3.82253e-05 3.07927e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 0.10679500000000001 -0.00088499999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.015911205433294499 0.0069087369657510464 -0.0045997864190905112 0.015456603687263558 -0.016593036432588953 0.016601433390176459
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leaf_count=597 446 1880 403 417 167
internal_value=0 -0.00198795 0.000762575 -0.00313939 0.00341778
internal_weight=0 0.00656698 0.00548369 0.00433305 0.00291319
internal_count=3910 3464 2867 2464 2047
is_linear=0
shrinkage=0.1


Tree=9421
num_leaves=6
num_cat=0
split_feature=0 1 2 151 3
split_gain=9.26524e-06 1.5584e-05 2.19393e-05 3.07118e-05 2.40138e-05
threshold=1.0000000180025095e-35 0.076710000000000014 0.088820000000000024 -0.0088999999999999982 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.010951305599249839 0.0067702139646602412 0.0043040288377368474 -0.0067924330327808341 0.01479794386933716 -0.015261320234724677
leaf_weight=0.001426223900558095 0.0016127341659346916 0.0011931964312324795 0.0010427089580726263 0.0017896667902185881 0.0013227337631670434
leaf_count=1910 394 603 215 424 364
internal_value=0 -0.00166348 0.000813294 0.00684968 -0.00598232
internal_weight=0 0.00677453 0.00534831 0.00283238 0.00251593
internal_count=3910 3516 1606 639 967
is_linear=0
shrinkage=0.1


Tree=9422
num_leaves=6
num_cat=0
split_feature=11 1 15 15 43
split_gain=4.19507e-05 2.57178e-05 5.94351e-05 5.89057e-05 4.56559e-05
threshold=1.0000000180025095e-35 0.095575000000000007 -0.0039399999999999991 -0.074174999999999977 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=-0.00038002277096664929 -0.00037946969209322356 0.00041187053846854053 0.0004287548486441422 -9.1645362868087447e-05 -7.6377540504033855e-05
leaf_weight=0.0014556836611251491 0.0010100667820980404 0.0018470658528542314 0.001065624100297351 0.0017299148147404716 0.0019409505004759414
leaf_count=1194 304 558 316 426 1112
internal_value=0 4.44901e-05 -5.48033e-05 0.000168358 0.000102657
internal_weight=0 0.00803924 0.00446226 0.00357698 0.00300657
internal_count=3910 3606 2622 984 1428
is_linear=0
shrinkage=0.00196078


Tree=9423
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 16
split_gain=9.24928e-06 2.31198e-05 4.08316e-05 4.25258e-05 3.62519e-05 5.82347e-05
threshold=0.07992500000000001 0.087330000000000019 0.0015250000000000001 -0.088354999999999989 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.001545493084026938 0.0010009143051417846 0.0010534039511177432 0.0012918972630722573 0.0010024106093613348 0.0013923443712624832 0.0011031754631178215
leaf_count=1116 755 758 443 257 379 202
internal_value=0 0.00118245 0.00346342 0.0141179 -0.00258574 0.00486798
internal_weight=0 0.00738872 0.00633532 0.00229431 0.00404101 0.00249552
internal_count=3910 3155 2397 700 1697 581
is_linear=0
shrinkage=0.1


Tree=9424
num_leaves=7
num_cat=0
split_feature=11 16 2 16 0 4
split_gain=4.09185e-05 2.26862e-05 4.79631e-05 5.26033e-05 2.44262e-05 2.76629e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.078664999999999985 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
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leaf_value=-0.00022242723649081272 -0.00038016686102485404 -0.0001520315526654081 0.00035364136020083219 -0.00035341385398789165 0.0003625606883714048 0.00024910408268121652
leaf_weight=0.0011100365849207525 0.0010145051786407963 0.0016835773518511898 0.0018114715229084529 0.0013279094087150687 0.0010028315605424784 0.0010881639370406836
leaf_count=371 304 1533 585 316 560 241
internal_value=0 3.77747e-05 7.95502e-05 -1.77571e-05 0.000100328 5.45116e-06
internal_weight=0 0.00802399 0.00691395 0.00510248 0.00377457 0.00277174
internal_count=3910 3606 3235 2650 2334 1774
is_linear=0
shrinkage=0.00196078


Tree=9425
num_leaves=6
num_cat=0
split_feature=52 0 16 0 2
split_gain=9.08404e-06 2.06213e-05 4.43029e-05 1.89601e-05 2.33001e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15100500000000003 -0.10575999999999998 0.090905000000000014
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.012375235669537105 -0.008610812521194753 0.02449526339286023 -0.0015858794838675004 -0.012612793285294946 -0.0054681370944716281
leaf_weight=0.0011898163578195646 0.00107799784222486 0.0010263809868537076 0.0017822131355041196 0.0014041692847107982 0.0019011717039332889
leaf_count=210 647 607 487 1572 387
internal_value=0 0.00122307 0.00794529 -0.00297701 0.00140033
internal_weight=0 0.00730375 0.00280859 0.00449516 0.00309099
internal_count=3910 3263 1094 2169 597
is_linear=0
shrinkage=0.1


Tree=9426
num_leaves=6
num_cat=0
split_feature=160 49 47 15 12
split_gain=9.31569e-06 1.74361e-05 3.41351e-05 7.2484e-05 4.1134e-05
threshold=-1.0000000180025095e-35 0.010625000000000001 0.09252500000000001 -0.03231499999999999 0.086865000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.0063974448355579201 0.023677293200758721 0.013588509105490308 -0.015996067469937505 -0.017745990919457555 0.0053832859517616649
leaf_weight=0.0018058264728725909 0.0012640861018310017 0.0010403973402014332 0.0011333582688200757 0.0013630919248173235 0.0017639429635990728
leaf_count=1218 490 501 183 512 1006
internal_value=0 0.00171286 -0.000523623 0.00346985 -0.00469889
internal_weight=0 0.00656488 0.00552448 0.00439112 0.00312703
internal_count=3910 2692 2191 2008 1518
is_linear=0
shrinkage=0.1


Tree=9427
num_leaves=7
num_cat=0
split_feature=11 3 1 15 4 0
split_gain=4.30746e-05 2.97831e-05 3.02708e-05 9.32418e-05 5.08418e-05 3.47527e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.094485000000000013 -0.0039399999999999991 0.053925000000000008 -0.082994999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
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leaf_weight=0.0010206576048261981 0.0010298104756837874 0.0013925407946658581 0.0014323112101007614 0.0010352848438460707 0.0019922954393735959 0.0012605798994673907
leaf_count=222 304 1135 491 532 470 756
internal_value=0 3.86762e-05 -6.26913e-06 -0.000129523 0.000126479 0.000113276
internal_weight=0 0.00813367 0.00711301 0.00368841 0.00342461 0.00229586
internal_count=3910 3606 3384 2423 961 1288
is_linear=0
shrinkage=0.00196078


Tree=9428
num_leaves=6
num_cat=0
split_feature=1 42 133 49 16
split_gain=1.13166e-05 3.29509e-05 2.51488e-05 3.3417e-05 1.76939e-05
threshold=0.12730000000000002 0.091955000000000023 0.065880000000000008 -0.0057999999999999987 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_weight=0.0016181854717905973 0.0011228609938757064 0.0010122084226078434 0.0013957630744282625 0.0017840718356268905 0.0018527269434821369
leaf_count=369 345 732 887 907 670
internal_value=0 -3.05144e-05 1.96464e-05 -4.24938e-05 6.18056e-05
internal_weight=0 0.00766296 0.00665075 0.00525498 0.0036368
internal_count=3910 3565 2833 1946 1577
is_linear=0
shrinkage=0.00196078


Tree=9429
num_leaves=7
num_cat=0
split_feature=1 12 0 43 15 1
split_gain=9.83151e-06 2.23789e-05 2.72765e-05 3.01256e-05 3.01221e-05 3.44827e-05
threshold=0.12730000000000002 0.098845000000000016 -0.070894999999999986 -0.0037249999999999996 -0.10192499999999999 0.089175000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.016748684726161488 0.0089260142493646551 -0.013937762518025164 0.011671610329398927 -0.010921165637696005 0.022180821041758211 -0.0038391147262254576
leaf_weight=0.001184390121479059 0.0010666784834565705 0.0011838207717190909 0.0017408753533705778 0.0011630475104669941 0.0010248035049041982 0.0010125398402809739
leaf_count=1630 345 520 566 183 435 231
internal_value=0 -0.00135113 0.00108131 -0.00312332 0.00191911 0.00924917
internal_weight=0 0.00730948 0.00612566 0.00438478 0.00320039 0.00203734
internal_count=3910 3565 3045 2479 849 666
is_linear=0
shrinkage=0.1


Tree=9430
num_leaves=7
num_cat=0
split_feature=51 15 16 0 2 1
split_gain=9.05023e-06 2.05141e-05 3.13045e-05 5.96414e-05 2.22949e-05 1.9451e-05
threshold=0.08955500000000001 -0.14487999999999998 -0.27337499999999998 -0.10575999999999998 0.096540000000000015 0.088010000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.014177263749125511 -0.0082454782096690171 -0.015789708943441363 0.020380766258661157 -0.019915193505705541 0.0066334680551463666 -0.0017576640022802907
leaf_weight=0.0010531150217473187 0.0011575070188308261 0.0011518035048400108 0.0013581714460130724 0.0010632349495348593 0.0012522623391042591 0.0013254116894529469
leaf_count=490 487 291 226 1293 531 592
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internal_weight=0 0.007204 0.00615088 0.00499908 0.00364091 0.00238865
internal_count=3910 3423 2933 2642 2416 1885
is_linear=0
shrinkage=0.1


Tree=9431
num_leaves=8
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split_feature=11 13 0 1 43 0 2
split_gain=3.17052e-05 3.75054e-05 4.0819e-05 4.51225e-05 3.21852e-05 1.83355e-05 1.46947e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 -0.017269999999999997 0.11593500000000001 -0.074254999999999988 -0.23029999999999998 0.099990000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=9.653741311557685e-05 -0.00032483710071362919 0.00027943458252451816 0.00031250769301537323 -0.00044438028101491064 7.1581527024303774e-05 -0.00026221703838159865 0.00040933891315848169
leaf_weight=0.0011702195277007396 0.0010369776877886582 0.0010560015533729143 0.001023166814414736 0.0012227612759597049 0.0010685922019820831 0.0015509384732834254 0.0011398090886943026
leaf_count=825 304 744 272 247 131 1119 268
internal_value=0 3.89731e-05 -4.36938e-05 -0.000118098 -9.55173e-06 -0.00012605 0.000250879
internal_weight=0 0.00823149 0.00592146 0.00489829 0.00367553 0.00261953 0.00231003
internal_count=3910 3606 2513 2241 1994 1250 1093
is_linear=0
shrinkage=0.00196078


Tree=9432
num_leaves=6
num_cat=0
split_feature=43 52 52 12 0
split_gain=9.98367e-06 1.98069e-05 1.91542e-05 3.75405e-05 3.26797e-05
threshold=-0.057994999999999998 -0.088779999999999984 -0.074484999999999982 0.088375000000000023 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015714412231859719 -0.013288977965634144 -0.0013031589849492882 -0.0011912011537269162 -0.015250637938670781 0.02077810781932667
leaf_weight=0.0010421313028854337 0.0012828878002516314 0.0019899112020046409 0.001925002946650504 0.0010780006609131445 0.0010444609273067632
leaf_count=471 438 1303 344 754 600
internal_value=0 0.00454588 -0.0026414 0.000733461 0.00653615
internal_weight=0 0.00303204 0.00533035 0.00404746 0.00296946
internal_count=3910 1774 2136 1698 944
is_linear=0
shrinkage=0.1


Tree=9433
num_leaves=6
num_cat=0
split_feature=11 1 15 15 43
split_gain=3.11393e-05 2.28087e-05 6.35743e-05 6.24763e-05 5.5883e-05
threshold=1.0000000180025095e-35 0.095575000000000007 -0.074174999999999977 -0.0039399999999999991 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00039099141409733643 -0.00032921676692310441 0.00040923632718311263 -0.00011691968265504071 0.00047202173652560134 -9.3727723141704794e-05
leaf_weight=0.0014500315581823862 0.0010094024875014649 0.0018177298855786451 0.0017167588506199905 0.0010388879299837628 0.0018969348586192879
leaf_count=1194 304 558 426 316 1112
internal_value=0 3.64619e-05 0.000153674 -5.79973e-05 0.000106472
internal_weight=0 0.00792034 0.00353449 0.00438585 0.00293582
internal_count=3910 3606 984 2622 1428
is_linear=0
shrinkage=0.00196078


Tree=9434
num_leaves=6
num_cat=0
split_feature=160 4 4 12 4
split_gain=9.05055e-06 1.98687e-05 2.51609e-05 2.88008e-05 5.72429e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 0.091475000000000015 0.05309500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0063052860390400327 0.012287619307756492 0.012000640851569331 -0.015124291982717423 -0.0076488706315653637 -0.0045679128792676391
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leaf_count=1218 1100 396 270 675 251
internal_value=0 0.00169091 -0.00124855 0.00451882 -0.00979991
internal_weight=0 0.00655623 0.00510167 0.00304679 0.00205487
internal_count=3910 2692 2296 1775 521
is_linear=0
shrinkage=0.1


Tree=9435
num_leaves=8
num_cat=0
split_feature=11 3 3 3 13 4 4
split_gain=4.3639e-05 3.31771e-05 3.1102e-05 4.52069e-05 3.27907e-05 3.18567e-05 8.63915e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.018854999999999997 -0.23438999999999996 0.0057500000000000008 0.080255000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00037124287986674612 -0.00038107517712152771 -0.00030295901006882029 0.00038427675468805035 0.00025363219780458743 -0.00036759860363289704 0.00043578623824204715 -0.00031174451505188599
leaf_weight=0.0010351217723626824 0.0010520505836265443 0.0011297360348776131 0.0012475578816713356 0.001164947916099363 0.0013240066505288313 0.0010450531756785314 0.0013783522433858469
leaf_count=222 304 1646 835 200 327 98 278
internal_value=0 4.27539e-05 -3.89111e-06 5.09583e-05 -3.36923e-05 -0.000123012 1.06157e-05
internal_weight=0 0.00832478 0.00728965 0.00615992 0.00491236 0.00374741 0.00242341
internal_count=3910 3606 3384 1738 903 703 376
is_linear=0
shrinkage=0.00196078


Tree=9436
num_leaves=7
num_cat=0
split_feature=13 39 0 15 42 49
split_gain=9.32578e-06 2.76339e-05 2.52227e-05 3.66088e-05 5.62897e-05 3.86885e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.053834999999999994 -0.11739999999999999 0.085195000000000007 -0.010424999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0085812279737954352 -0.016910439877569773 0.013662157664071806 -0.016899805957650688 -0.018582025633532704 0.022601305371754577 0.0055220925007480005
leaf_weight=0.00109205548961576 0.0010967050533945552 0.0010519468207188954 0.001198176526245473 0.0010889913119357581 0.0011292368759070878 0.0017138600232037529
leaf_count=210 295 419 468 214 1146 1158
internal_value=0 -0.0013288 -0.00386128 -0.000754676 0.00375135 -0.00384308
internal_weight=0 0.00727892 0.00622697 0.00502879 0.00393209 0.00280285
internal_count=3910 3700 3281 2813 2518 1372
is_linear=0
shrinkage=0.1


Tree=9437
num_leaves=7
num_cat=0
split_feature=11 0 1 13 15 3
split_gain=3.51449e-05 2.21039e-05 3.47833e-05 5.10047e-05 4.03378e-05 1.98578e-05
threshold=1.0000000180025095e-35 0.10302000000000001 0.08844500000000001 -0.0024749999999999993 -0.074174999999999977 -0.080744999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=1.4668310604247594e-05 -0.00034685527882751086 0.00028763451174557619 0.00038896959955340022 0.00014928573538269119 -0.00030615391435319622 -0.00034807391110659692
leaf_weight=0.0010004827390669886 0.0010255041807339842 0.0011706049373054308 0.0015267719357628232 0.0017056104111397611 0.0013312277860415037 0.0013812919394037768
leaf_count=1300 304 128 846 206 268 858
internal_value=0 3.83836e-05 -3.62625e-06 9.66188e-05 -5.03607e-05 -0.000195701
internal_weight=0 0.00811599 0.00694538 0.00456361 0.00303684 0.00238177
internal_count=3910 3606 3478 1320 474 2158
is_linear=0
shrinkage=0.00196078


Tree=9438
num_leaves=6
num_cat=0
split_feature=4 39 2 4 15
split_gain=9.37454e-06 1.56313e-05 4.12038e-05 5.92611e-05 3.5314e-05
threshold=0.27020000000000005 0.083240000000000022 0.106285 -0.08422499999999998 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.022991593634611774 0.0074966340582901542 -0.012908398544308256 0.015109248417843616 -0.0063505005979649816 0.014584143201491982
leaf_weight=0.0012299521371908206 0.0013797823525513843 0.0010284274252838534 0.0014493726965672795 0.0018539776264842121 0.0014252057347518131
leaf_count=614 472 269 488 1094 973
internal_value=0 -0.00152331 0.000441737 -0.00427285 0.00274816
internal_weight=0 0.00698694 0.00595851 0.00450914 0.00327918
internal_count=3910 3438 3169 2681 2067
is_linear=0
shrinkage=0.1


Tree=9439
num_leaves=6
num_cat=0
split_feature=0 52 150 2 3
split_gain=1.0693e-05 2.17708e-05 3.05318e-05 3.17183e-05 2.80225e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 0.10679500000000001 -0.00088499999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014897785397713945 0.0067494120854227017 -0.0048990659041238324 0.015130788351534023 -0.015490611123359158 0.015400093125869364
leaf_weight=0.0010791936107552207 0.0018185026493355606 0.0017963949007681033 0.0011488794971923474 0.001414115935854038 0.0010943585496128812
leaf_count=597 446 1880 403 417 167
internal_value=0 -0.00192059 0.000647353 -0.00321797 0.00278563
internal_weight=0 0.00653294 0.00545375 0.00430487 0.00289075
internal_count=3910 3464 2867 2464 2047
is_linear=0
shrinkage=0.1


Tree=9440
num_leaves=6
num_cat=0
split_feature=4 151 16 2 3
split_gain=9.35703e-06 1.40757e-05 3.696e-05 3.09121e-05 5.31172e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.089864999999999987 0.106285 -0.015794999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0079547029976482966 0.0075095642032678642 -0.016019340252641883 0.0078931784373080516 0.016236907676168557 -0.019346868379705843
leaf_weight=0.0012803514117397767 0.0013748703948209999 0.0016955059000730065 0.0016833521166797376 0.001060213325173239 0.0012454923787200069
leaf_count=561 472 676 1578 406 217
internal_value=0 -0.00151773 -0.00365124 0.00160569 -0.00369066
internal_weight=0 0.00696492 0.00568456 0.00398906 0.00292884
internal_count=3910 3438 2877 2201 1795
is_linear=0
shrinkage=0.1


Tree=9441
num_leaves=6
num_cat=0
split_feature=0 51 47 48 1
split_gain=8.59064e-06 2.03065e-05 2.21632e-05 3.44731e-05 5.64544e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.09252500000000001 0.087235000000000021 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013175137835118601 0.0060621666340173611 -6.3531388450571963e-06 -0.011789666049740917 -0.0098216969937978803 0.028939794953696793
leaf_weight=0.0012507067444009253 0.0018124618020539498 0.0019244071584247056 0.0010774718413823024 0.0012242432174235734 0.001036775892572366
leaf_count=540 446 1836 304 346 438
internal_value=0 -0.00172156 0.00100034 0.00429292 0.0101283
internal_weight=0 0.0065136 0.0052629 0.00418543 0.00296118
internal_count=3910 3464 2924 2620 2274
is_linear=0
shrinkage=0.1


Tree=9442
num_leaves=6
num_cat=0
split_feature=50 4 151 2 1
split_gain=9.68508e-06 2.28036e-05 1.91387e-05 3.25777e-05 3.64606e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.016164999999999995 0.10457000000000001 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.010192570432104071 -0.0092444887701376693 0.0149908271854931 0.011335918536814135 -0.016073784167071153 -0.008950279127186659
leaf_weight=0.0012236818035461852 0.0010017582386692711 0.00103524720726802 0.0018244952658122082 0.0015050362889862702 0.0017223586055375515
leaf_count=448 779 396 1302 464 521
internal_value=0 0.00124019 -0.00102818 -0.0037461 0.0014849
internal_weight=0 0.00731082 0.00627557 0.00505189 0.00354685
internal_count=3910 3131 2735 2287 1823
is_linear=0
shrinkage=0.1


Tree=9443
num_leaves=7
num_cat=0
split_feature=51 40 2 2 13 2
split_gain=1.36925e-05 3.15956e-05 4.38087e-05 5.28977e-05 2.61962e-05 2.67753e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.11230000000000001 0.099015000000000006 -0.0038299999999999996 0.085255000000000011
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012868880375082065 0.0010474754276265123 0.0016153508488512902 0.0016440048268800611 0.001036021078686695 0.001085374761106436 0.0010331658368758912
leaf_count=515 360 1740 400 319 244 332
internal_value=0 -3.58192e-05 -8.73829e-05 7.75304e-06 -0.000101014 4.23975e-05
internal_weight=0 0.00746139 0.00641392 0.00476991 0.00373389 0.00211854
internal_count=3910 3395 3035 2635 2316 576
is_linear=0
shrinkage=0.00196078


Tree=9444
num_leaves=7
num_cat=0
split_feature=11 0 1 13 3 13
split_gain=3.53946e-05 2.61533e-05 4.35227e-05 5.13699e-05 5.25303e-05 2.53575e-05
threshold=1.0000000180025095e-35 0.10302000000000001 0.08844500000000001 -0.0024749999999999993 0.11265500000000002 -0.021089999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00041681536956717923 -0.00034602494467121881 0.00030959309812668905 0.0004041860791998818 0.00017260380546979176 -0.00035349216121177983 -1.1039172911338431e-05
leaf_weight=0.0012285579331655966 0.0010290146118663501 0.0011818913351453126 0.0014944141652801684 0.0018052696229031778 0.0012247291717805281 0.0011429266090842865
leaf_count=1289 304 128 846 349 125 869
internal_value=0 4.00966e-05 -6.09248e-06 0.000106685 -4.00448e-05 -0.000221253
internal_weight=0 0.00807779 0.0068959 0.00452441 0.00303 0.00237148
internal_count=3910 3606 3478 1320 474 2158
is_linear=0
shrinkage=0.00196078


Tree=9445
num_leaves=6
num_cat=0
split_feature=11 1 3 2 16
split_gain=3.21344e-05 2.55178e-05 6.25821e-05 5.84981e-05 4.13229e-05
threshold=1.0000000180025095e-35 0.095575000000000007 0.090325000000000003 0.089785000000000018 0.15100500000000003
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0003434911464618044 -0.00033464262231460166 0.00045529195263490041 -7.0448153208069712e-05 0.00033675007299619538 -0.0001575230463943208
leaf_weight=0.0017419459585607277 0.0010181266510377223 0.0015460490303440058 0.0019922001539674971 0.0014791830426043354 0.0011605070896714752
leaf_count=1553 304 633 351 797 272
internal_value=0 3.542e-05 0.000159276 -6.45956e-05 0.000119449
internal_weight=0 0.00791989 0.00353825 0.00438164 0.00263969
internal_count=3910 3606 984 2622 1069
is_linear=0
shrinkage=0.00196078


Tree=9446
num_leaves=5
num_cat=0
split_feature=1 4 13 4
split_gain=9.81088e-06 3.91494e-05 2.47758e-05 3.56079e-05
threshold=0.088010000000000019 -0.083329999999999987 -0.0024749999999999993 0.022820000000000003
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.0056080245536063514 0.012103079227564243 -0.01568704264836078 -0.017487745805865686 0.0052549574559453754
leaf_weight=0.0018970546913047886 0.001818676338149171 0.0015842904102115695 0.0010557420521750357 0.0019787349738720557
leaf_count=600 961 1725 351 273
internal_value=0 -0.00408293 0.00287384 -0.00265758
internal_weight=0 0.00348135 0.00485315 0.00303448
internal_count=3910 2325 1585 624
is_linear=0
shrinkage=0.1


Tree=9447
num_leaves=6
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split_feature=52 151 16 2 3
split_gain=9.73837e-06 2.62648e-05 4.92584e-05 3.38768e-05 1.65892e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.086915000000000006 0.090325000000000003
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
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leaf_count=995 372 413 1026 909 195
internal_value=0 -0.00247302 0.000837174 -0.00641254 0.00475808
internal_weight=0 0.00551103 0.00448082 0.00303147 0.00281308
internal_count=3910 2720 2348 1935 1190
is_linear=0
shrinkage=0.1


Tree=9448
num_leaves=7
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split_feature=3 39 457 3 12 4
split_gain=9.53047e-06 3.02403e-05 2.47184e-05 4.38713e-05 5.24617e-05 4.88131e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011001218598824581 0.0011727065835032361 0.0010442144295415316 0.0010414873832351075 0.0010361054965993544 0.0018659335188945915 0.001050648622043036
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internal_weight=0 0.00713851 0.0060943 0.00505281 0.0040167 0.00291658
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.1


Tree=9449
num_leaves=7
num_cat=0
split_feature=11 3 47 1 3 4
split_gain=3.08234e-05 2.36229e-05 2.91586e-05 3.23312e-05 4.41222e-05 3.52792e-05
threshold=1.0000000180025095e-35 -0.10315499999999998 0.09252500000000001 0.088010000000000019 0.045635000000000002 -0.083329999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
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leaf_weight=0.0010017697210252747 0.0010105784824677314 0.0011016707112242665 0.0014534810820906029 0.0011763130477422071 0.0017570038943985069 0.0014560399219534373
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internal_weight=0 0.00794628 0.00694451 0.00549103 0.00293332 0.00255771
internal_count=3910 3606 3370 3002 1036 1966
is_linear=0
shrinkage=0.00196078


Tree=9450
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split_feature=42 0 51 4 16 4
split_gain=1.02949e-05 2.45239e-05 2.87653e-05 2.15645e-05 3.31328e-05 2.23388e-05
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decision_type=2 2 2 2 2 2
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leaf_count=415 843 364 537 298 838 615
internal_value=0 2.14146e-05 -3.75669e-05 2.61772e-05 -5.51182e-05 9.12416e-05
internal_weight=0 0.0074611 0.00585053 0.00481543 0.00347972 0.00219519
internal_count=3910 3067 2703 2288 1990 1453
is_linear=0
shrinkage=0.00196078


Tree=9451
num_leaves=6
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split_feature=42 0 49 12 2
split_gain=8.87362e-06 2.17952e-05 2.48505e-05 4.40415e-05 2.62838e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.0019649999999999997 0.086865000000000012 0.094825000000000007
decision_type=2 2 2 2 2
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right_child=-2 -3 3 -5 -6
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leaf_weight=0.0018245243198893356 0.0011882643748214088 0.0015373656069002165 0.0013287724341416876 0.001239073672813281 0.0011926714681362626
leaf_count=644 843 364 687 1100 272
internal_value=0 0.00129883 -0.00160347 0.00304281 -0.00454351
internal_weight=0 0.00712241 0.00558504 0.00376052 0.00252144
internal_count=3910 3067 2703 2059 959
is_linear=0
shrinkage=0.1


Tree=9452
num_leaves=6
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split_feature=51 1 13 2 4
split_gain=9.15454e-06 1.95579e-05 2.65804e-05 5.28104e-05 2.92459e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.0038299999999999996 0.097360000000000016 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
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leaf_weight=0.0012211859846210883 0.0014380902634528779 0.0012461670069457281 0.0017742033673080755 0.0012257399101099375 0.0013933308049631054
leaf_count=515 1720 451 639 383 202
internal_value=0 -0.00141172 -0.00384182 -0.0112039 0.00234957
internal_weight=0 0.00707753 0.00583136 0.00266383 0.00316753
internal_count=3910 3395 2944 2103 841
is_linear=0
shrinkage=0.1


Tree=9453
num_leaves=7
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split_feature=15 43 42 16 0 16
split_gain=9.3694e-06 2.36441e-05 2.9422e-05 2.6118e-05 3.06757e-05 1.74476e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.15100500000000003 -0.089879999999999974 -0.073459999999999984
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=-0.0070370941264105528 0.014277441330749457 -0.0095235178124215922 -0.015678137581366953 -0.011005867016100788 0.019195105854202532 0.0088346135637747385
leaf_weight=0.0015509792732287244 0.0012048946056022296 0.0010652900314520987 0.0011172337365474121 0.0010824461796807776 0.001257680882294328 0.0010071432895195744
leaf_count=614 233 307 1204 323 1004 225
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internal_weight=0 0.00673469 0.00552979 0.00441256 0.00333011 0.00207243
internal_count=3910 3296 3063 1859 1536 532
is_linear=0
shrinkage=0.1


Tree=9454
num_leaves=7
num_cat=0
split_feature=52 12 0 16 15 43
split_gain=8.97137e-06 1.5609e-05 5.23187e-05 3.09284e-05 2.92964e-05 1.26916e-05
threshold=-0.081429999999999989 0.098845000000000016 -0.061994999999999995 -0.083564999999999987 -0.095799999999999982 -0.074254999999999988
decision_type=2 2 2 2 2 2
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leaf_value=0.013013976923358622 -0.0085703191083957644 -0.012993591276798888 0.019240034352111874 -0.016934839847077852 0.01294864364308255 -0.0024846174745366484
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leaf_count=513 352 447 252 1202 686 458
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internal_weight=0 0.00615553 0.00509475 0.00395715 0.00254086 0.00211715
internal_count=3910 2939 2492 2240 1038 971
is_linear=0
shrinkage=0.1


Tree=9455
num_leaves=7
num_cat=0
split_feature=13 39 0 15 2 4
split_gain=8.80127e-06 2.16764e-05 2.81824e-05 3.51326e-05 5.04111e-05 4.88623e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.053834999999999994 -0.11739999999999999 0.096750000000000017 0.0021050000000000005
decision_type=2 2 2 2 2 2
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leaf_value=0.0084580957500357944 -0.016178856055800089 0.012108105096788486 -0.017418331606156898 0.00082992362431614077 -0.015038735261155131 0.027702602871807078
leaf_weight=0.0010655392782327917 0.0010817092921500933 0.0010352486527994567 0.001181046330776158 0.0018016039356498498 0.0010097046687257702 0.0010836018139742448
leaf_count=210 295 419 468 1753 461 304
internal_value=0 -0.00128024 -0.00353114 -0.000235444 0.00419242 0.0109225
internal_weight=0 0.00719291 0.00615767 0.00497662 0.00389491 0.00288521
internal_count=3910 3700 3281 2813 2518 2057
is_linear=0
shrinkage=0.1


Tree=9456
num_leaves=7
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split_feature=2 13 3 13 3 3
split_gain=8.50564e-06 2.17257e-05 2.86147e-05 2.02815e-05 1.93946e-05 8.1367e-06
threshold=0.099015000000000006 -0.086679999999999993 -0.016619999999999996 -0.089899999999999994 -0.08824499999999999 0.090325000000000003
decision_type=2 2 2 2 2 2
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leaf_value=-0.015815031163011906 0.014102957919568225 -0.0010207320052439696 -0.0086167227703691021 0.0046237518517026127 0.018553443726930949 -0.0074969255650404179
leaf_weight=0.0010054086823930793 0.0012242094532967695 0.0010062441721229809 0.0017562291684125038 0.0010263312279824161 0.0010185965948562483 0.0012030944800988826
leaf_count=597 254 574 326 720 1267 172
internal_value=0 -0.00274986 0.000724247 0.00376153 0.00882606 -0.00191709
internal_weight=0 0.00478648 0.00378107 0.00345364 0.00202484 0.00222943
internal_count=3910 2764 2167 1146 1841 892
is_linear=0
shrinkage=0.1


Tree=9457
num_leaves=6
num_cat=0
split_feature=11 2 1 3 48
split_gain=3.11205e-05 3.67237e-05 6.05189e-05 2.42557e-05 5.88061e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 0.12046500000000002 0.082070000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00036097003332780954 -0.00032063909527003747 3.4548576503687557e-05 0.00017343523242138435 -3.9058304070615344e-05 0.0005853075043975402
leaf_weight=0.0017847829270321225 0.0010225229428806838 0.0018647946838921954 0.0014989781424417613 0.00165745631201949 0.0012416142720695507
leaf_count=1553 304 1032 455 241 325
internal_value=0 4.25141e-05 -0.000117024 0.000152484 0.000254684
internal_weight=0 0.00804763 0.00328376 0.00476387 0.00310641
internal_count=3910 3606 2008 1598 1357
is_linear=0
shrinkage=0.00196078


Tree=9458
num_leaves=6
num_cat=0
split_feature=1 4 0 15 52
split_gain=9.21679e-06 2.45823e-05 1.51391e-05 3.09884e-05 2.89636e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.10575999999999998 -0.03231499999999999 -0.0066199999999999991
decision_type=2 2 2 2 2
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leaf_value=0.003327004452262361 -0.0051146295432610758 -0.016303715907221614 0.0082877915734786492 -0.014168707295571634 0.014510509079920981
leaf_weight=0.001518889114855282 0.0012337538769892618 0.0010997710789933505 0.0011601558869799788 0.0013064848815788892 0.0019259473993509671
leaf_count=454 236 1554 582 748 336
internal_value=0 -0.0049174 0.00226439 -0.00360655 0.00684757
internal_weight=0 0.00261866 0.00562634 0.00246664 0.0031597
internal_count=3910 2008 1902 1330 572
is_linear=0
shrinkage=0.1


Tree=9459
num_leaves=6
num_cat=0
split_feature=52 151 12 1 2
split_gain=1.03775e-05 1.83954e-05 4.16907e-05 6.03392e-05 1.58749e-05
threshold=-0.048794999999999991 -0.0008699999999999999 0.095295000000000019 0.095155000000000017 0.089910000000000004
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
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leaf_weight=0.0012030078258767544 0.0010134001773416451 0.0019224807468313846 0.0011455695138791423 0.0013643216153082411 0.0015858774903968723
leaf_count=518 372 1420 566 362 672
internal_value=0 -0.00255552 0.000223539 0.0059492 0.00494558
internal_weight=0 0.00544577 0.00443237 0.0032868 0.00278889
internal_count=3910 2720 2348 1782 1190
is_linear=0
shrinkage=0.1


Tree=9460
num_leaves=6
num_cat=0
split_feature=42 43 2 2 43
split_gain=8.59401e-06 1.87455e-05 1.75314e-05 3.14759e-05 3.39006e-05
threshold=0.091955000000000023 0.070805000000000021 0.10679500000000001 0.086650000000000019 -0.0037249999999999996
decision_type=2 2 2 2 2
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leaf_value=-0.017086322099971709 -0.0079647388608408889 0.013578103945899209 -0.0088751958165308783 0.012697374488397093 0.0071000553132274909
leaf_weight=0.0011521643154499799 0.0011663507239021466 0.0010573633598811522 0.0018764135415536851 0.0018024496058210854 0.0011659815909992714
leaf_count=880 843 311 521 1038 317
internal_value=0 0.00130162 -0.00086291 0.00278568 -0.00492105
internal_weight=0 0.00705437 0.00599701 0.0041206 0.00231815
internal_count=3910 3067 2756 2235 1197
is_linear=0
shrinkage=0.1


Tree=9461
num_leaves=6
num_cat=0
split_feature=2 52 3 48 0
split_gain=1.285e-05 4.66846e-05 4.03492e-05 3.23087e-05 3.20376e-05
threshold=0.10946500000000002 0.086950000000000013 0.090325000000000003 0.08980500000000001 -0.084304999999999977
decision_type=2 2 2 2 2
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leaf_value=-0.00025204225764875347 0.00030487730832096137 -0.00037917134747703795 0.00037907680425683886 -0.00013392443282226536 0.00011084100182707809
leaf_weight=0.0017676034907099106 0.0014346974870094174 0.0013472526713325574 0.0010240975892452644 0.0011722234065797172 0.00198667488031794
leaf_count=1023 552 911 176 215 1033
internal_value=0 -5.67997e-05 3.40923e-05 0.000107566 -6.00131e-05
internal_weight=0 0.00612563 0.00477838 0.00260692 0.00375428
internal_count=3910 3143 2232 767 2056
is_linear=0
shrinkage=0.00196078


Tree=9462
num_leaves=6
num_cat=0
split_feature=52 1 16 0 15
split_gain=8.49881e-06 1.66119e-05 1.63668e-05 2.07065e-05 2.02548e-05
threshold=-0.048794999999999991 0.10386500000000001 -0.055679999999999993 -0.10209999999999998 -0.11399999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=-0.0020710044593438767 0.0045544841184251951 0.013579846152474132 -0.0099777726082737224 0.01073855874404 -0.015028254957892848
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leaf_count=817 217 373 817 1441 245
internal_value=0 0.00446973 -0.00232226 0.00161356 -0.0047117
internal_weight=0 0.00278785 0.00543193 0.00358753 0.00211881
internal_count=3910 1190 2720 1903 462
is_linear=0
shrinkage=0.1


Tree=9463
num_leaves=7
num_cat=0
split_feature=48 39 2 43 2 43
split_gain=1.95685e-05 3.00975e-05 6.77924e-05 4.2995e-05 4.60921e-05 3.52785e-05
threshold=0.11119000000000002 0.083240000000000022 0.11260500000000001 0.0033500000000000005 0.092450000000000018 -0.0037249999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-4.9439101833495328e-06 -0.00024906883030971011 -0.00027280237918542595 0.00050216964125355157 -0.00037270781704505776 -0.0002636878922220634 0.00040720136362172029
leaf_weight=0.0016743960211962677 0.0011279985613331092 0.0011000469650561543 0.0011856656203011713 0.0010452948895896055 0.0011664349068303448 0.0015264054074395814
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internal_weight=0 0.00769824 0.0065982 0.00541253 0.00436724 0.0032008
internal_count=3910 3695 3313 2908 2381 1797
is_linear=0
shrinkage=0.00196078


Tree=9464
num_leaves=6
num_cat=0
split_feature=49 42 4 2 12
split_gain=7.89041e-06 1.6541e-05 2.57102e-05 6.66465e-05 2.08269e-05
threshold=-0.045004999999999996 -0.082904999999999993 -1.0000000180025095e-35 0.093815000000000009 0.084100000000000022
decision_type=2 2 2 2 2
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leaf_weight=0.001858635853880161 0.0010266648445589072 0.0012318613413050872 0.0010766383533098794 0.0015448603469452014 0.0014842745710110029
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internal_value=0 -0.00169788 -0.00393375 -0.0109982 0.00288457
internal_weight=0 0.0063643 0.00533763 0.0026215 0.00271614
internal_count=3910 3381 2852 964 1888
is_linear=0
shrinkage=0.1


Tree=9465
num_leaves=6
num_cat=0
split_feature=42 43 0 4 15
split_gain=9.20656e-06 2.38979e-05 2.55608e-05 2.22617e-05 2.02593e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 -0.065054999999999988 -0.092459999999999987
decision_type=2 2 2 2 2
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internal_value=0 0.00147894 0.0105444 -0.00237798 0.00224757
internal_weight=0 0.00683489 0.00204 0.00479489 0.00328229
internal_count=3910 2850 1333 1517 745
is_linear=0
shrinkage=0.1


Tree=9466
num_leaves=6
num_cat=0
split_feature=42 43 4 16 3
split_gain=8.61092e-06 1.8838e-05 1.8763e-05 3.96809e-05 4.10255e-05
threshold=0.091955000000000023 0.070805000000000021 0.25367000000000006 -0.089864999999999987 -0.015794999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.021090349760316224 -0.0079854602048129303 0.013606895442657699 0.0093027047664891345 0.012488996050695443 -0.009062983322281698
leaf_weight=0.0010444574153606013 0.0011644897828163294 0.0010566471219907178 0.0013897452710049524 0.0016695689469102895 0.0018753395764918518
leaf_count=450 843 311 342 1563 401
internal_value=0 0.00129811 -0.000877139 -0.00395979 0.00108749
internal_weight=0 0.00703576 0.00597911 0.00458937 0.00354491
internal_count=3910 3067 2756 2414 1964
is_linear=0
shrinkage=0.1


Tree=9467
num_leaves=6
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split_feature=1 0 48 0 3
split_gain=1.02624e-05 2.39159e-05 1.38076e-05 2.83742e-05 3.82116e-05
threshold=0.076710000000000014 0.047345000000000005 0.086215000000000014 -0.15291499999999997 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
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leaf_weight=0.0014332505937255761 0.0010141897111157448 0.0011656988255924821 0.0018470612527245181 0.0012857288163205059 0.0014422622211328739
leaf_count=1913 202 95 405 749 546
internal_value=0 -0.00521019 0.00239558 0.00588747 0.000578175
internal_weight=0 0.00259895 0.00558924 0.00374218 0.00272799
internal_count=3910 2008 1902 1497 1295
is_linear=0
shrinkage=0.1


Tree=9468
num_leaves=7
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split_feature=11 16 2 16 2 1
split_gain=5.47306e-05 2.34116e-05 3.95128e-05 6.16761e-05 3.72501e-05 6.29922e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15100500000000003 0.089785000000000018 0.090355000000000005
decision_type=2 2 2 2 2 2
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leaf_count=371 304 1252 585 334 595 469
internal_value=0 4.61467e-05 8.87277e-05 -1.16869e-07 0.000146418 4.74518e-06
internal_weight=0 0.00798788 0.00688073 0.00506861 0.00347407 0.00233648
internal_count=3910 3606 3235 2650 2316 1721
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shrinkage=0.00196078


Tree=9469
num_leaves=8
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split_feature=11 13 160 43 16 2 13
split_gain=3.25834e-05 2.85539e-05 3.96198e-05 6.63181e-05 5.30673e-05 3.2974e-05 1.06065e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00010407610307416109 -0.00033291409423406648 0.00031757292586768305 0.00031124206157253682 -0.00036104630768334035 -0.00061324074852908629 8.9128441029579804e-05 0.00037559052714330446
leaf_weight=0.0012221736944790635 0.0010233016616998667 0.0010148416352924166 0.0011070161112943307 0.0010323801529060718 0.001031899061555494 0.001587468059807905 0.0010105022632658155
leaf_count=232 304 448 188 845 485 547 861
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internal_weight=0 0.00800628 0.00577361 0.00475876 0.00365175 0.00261985 0.00223268
internal_count=3910 3606 2513 2065 1877 1392 1093
is_linear=0
shrinkage=0.00196078


Tree=9470
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 2
split_gain=8.3761e-06 1.94785e-05 1.54384e-05 4.29369e-05 5.35758e-05 2.20083e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 -0.0082299999999999995 0.096750000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.012514355595451197 0.013309815626420319 0.0048694290749523358 -0.011889367025558678 -0.017035632102937241 0.024794501857552331 0.0049731867369841856
leaf_weight=0.0014359762534163886 0.0010152525821277378 0.0011695348463309715 0.0011884241567079032 0.0011508458051323711 0.0010645500792586435 0.0011823148338820704
leaf_count=1913 450 95 762 263 221 206
internal_value=0 -0.0047113 0.00215173 -0.00031838 0.00528202 0.0143644
internal_weight=0 0.00260551 0.00560139 0.00458613 0.00343529 0.00224686
internal_count=3910 2008 1902 1452 1189 427
is_linear=0
shrinkage=0.1


Tree=9471
num_leaves=7
num_cat=0
split_feature=42 43 12 4 49 15
split_gain=1.10024e-05 1.84982e-05 2.2324e-05 2.82344e-05 4.39126e-05 3.56333e-05
threshold=0.091955000000000023 0.070805000000000021 -0.0089849999999999982 -0.08422499999999998 -0.0057999999999999987 -0.019749999999999993
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.00028357407329158448 -0.00017472106419355208 0.00025842132604697799 -0.00025816369825163929 -0.00015074895134823625 8.2215170241439975e-05 0.00054783186664846657
leaf_weight=0.0010053654806362819 0.0012308310094410876 0.0011138522375019402 0.0010210486668419602 0.0016178165109865363 0.0016728719904146505 0.0010155189694185352
leaf_count=351 843 311 622 499 680 604
internal_value=0 2.53993e-05 -1.55873e-05 3.49875e-05 0.000104497 0.000258098
internal_weight=0 0.00744647 0.00633262 0.00532726 0.00430621 0.00268839
internal_count=3910 3067 2756 2405 1783 1284
is_linear=0
shrinkage=0.00196078


Tree=9472
num_leaves=6
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split_feature=42 43 0 3 2
split_gain=7.76369e-06 2.15907e-05 2.14411e-05 2.00807e-05 2.31316e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 0.084925000000000014 0.11339500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
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leaf_value=-0.0068867662298981672 -0.00014876129652260998 -0.011234898928016355 0.020344700986479829 0.0091467367677352182 -0.0085422795172003085
leaf_weight=0.0013732520311473635 0.0010348805298067611 0.0016535941861478085 0.001007582819167711 0.0019346633031233772 0.0011964404632528619
leaf_count=1060 976 1017 357 278 222
internal_value=0 0.0013538 0.00996102 -0.0023204 0.00238751
internal_weight=0 0.00682716 0.00204246 0.0047847 0.0031311
internal_count=3910 2850 1333 1517 500
is_linear=0
shrinkage=0.1


Tree=9473
num_leaves=6
num_cat=0
split_feature=42 49 1 4 2
split_gain=8.59459e-06 1.73708e-05 1.92493e-05 3.15364e-05 3.1619e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 0.086915000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0067082091441160565 -0.0079923277478783691 0.019299437684004949 0.014705220932523473 -0.012916622177465404 -0.0030156504587434399
leaf_weight=0.0019576063191612753 0.0011614477195839952 0.0011422505666408916 0.0013318617332125334 0.0011685630299562914 0.0014297529376629044
leaf_count=705 843 802 302 496 762
internal_value=0 0.00129339 0.00438145 0.000705581 0.00689469
internal_weight=0 0.00703003 0.00507243 0.00374057 0.002572
internal_count=3910 3067 2362 2060 1564
is_linear=0
shrinkage=0.1


Tree=9474
num_leaves=8
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split_feature=131 13 49 51 160 13 13
split_gain=1.15121e-05 2.36381e-05 2.99386e-05 3.78189e-05 5.56552e-05 3.9965e-05 2.65349e-05
threshold=0.078355000000000022 -0.23438999999999996 0.010625000000000001 0.083165000000000017 -0.026849999999999995 -0.074599999999999986 0.00079000000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.0002999388990268023 -0.00020051111088760577 0.00039440213049947914 0.0002869063127849914 -0.0004202447800655709 0.00018340171344921919 -0.00049534613946189225 -8.0147763194093809e-05
leaf_weight=0.0010070651706482678 0.0010327978212287319 0.0010467072215710835 0.0010172774776585364 0.0010197348797256773 0.0011313021001460571 0.0010604777201291167 0.0013390030441938596
leaf_count=174 650 491 695 325 546 648 381
internal_value=0 2.00835e-05 -2.25248e-05 -7.87629e-05 -2.69041e-06 -0.000120409 -0.000263649
internal_weight=0 0.00762157 0.0066145 0.00559722 0.00457749 0.00353078 0.00239948
internal_count=3910 3260 3086 2391 2066 1575 1029
is_linear=0
shrinkage=0.00196078


Tree=9475
num_leaves=8
num_cat=0
split_feature=131 13 49 51 160 13 13
split_gain=1.73904e-05 3.00247e-05 2.75493e-05 3.06171e-05 5.37151e-05 4.35992e-05 2.908e-05
threshold=0.078355000000000022 -0.23438999999999996 0.010625000000000001 0.083165000000000017 -0.026849999999999995 -0.074599999999999986 0.00079000000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00033848772279508951 -0.00024087089812947527 0.00038078692248363298 0.00027444575468450874 -0.00037949258895393656 0.00019405668620927621 -0.00050948546346821948 -7.8356749788666545e-05
leaf_weight=0.0010391208923507976 0.0010473264060261132 0.0010663700340558463 0.0010358324864697434 0.0010280889698058423 0.0011515623090166327 0.0010777100796872442 0.0013612880218960457
leaf_count=174 650 491 695 325 546 648 381
internal_value=0 2.83044e-05 -1.96534e-05 -7.32395e-05 -5.62937e-06 -0.000120392 -0.000268858
internal_weight=0 0.00775997 0.00672085 0.00568502 0.00465693 0.00359056 0.002439
internal_count=3910 3260 3086 2391 2066 1575 1029
is_linear=0
shrinkage=0.00196078


Tree=9476
num_leaves=7
num_cat=0
split_feature=52 160 13 13 3 1
split_gain=1.00473e-05 3.67533e-05 2.33787e-05 4.15692e-05 3.398e-05 1.61191e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996 0.10386500000000001
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=-3.3205650571097134e-05 -0.00038739629440228719 -0.00023523321752965597 0.00042712770226791967 -0.00026762762087340574 0.00018100541901441958 0.00026106662527169229
leaf_weight=0.0017094753556567443 0.0010251574731253623 0.0010509630928163807 0.0010443526027145954 0.0012574062644078315 0.0013416559834805849 0.0012309933714656509
leaf_count=817 924 127 484 966 219 373
internal_value=0 -5.10463e-05 2.24057e-05 9.67231e-05 -3.60398e-05 8.9988e-05
internal_weight=0 0.00571954 0.00469438 0.00364341 0.00259906 0.00294047
internal_count=3910 2720 1796 1669 1185 1190
is_linear=0
shrinkage=0.00196078


Tree=9477
num_leaves=7
num_cat=0
split_feature=52 13 52 2 2 0
split_gain=7.6234e-06 2.32404e-05 2.71106e-05 2.10114e-05 1.80081e-05 2.1084e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.099990000000000009 0.096750000000000017 -0.099864999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-0.00027763002705715882 -0.0079725307440849606 0.0095439164396802223 0.0074899239407458795 0.019021045774337633 -0.01653531313899206 -0.011819183035396606
leaf_weight=0.0011097170400312202 0.0010536657571335586 0.0013159743271571795 0.0011713786096043941 0.0011475393029442525 0.0013175588159759373 0.0010932965789907686
leaf_count=778 647 608 166 233 429 1049
internal_value=0 0.00113819 -0.0027306 0.00953339 -0.00723978 -0.00183176
internal_weight=0 0.00715546 0.00489821 0.00225726 0.00358223 0.00226468
internal_count=3910 3263 2252 1011 1644 1215
is_linear=0
shrinkage=0.1


Tree=9478
num_leaves=6
num_cat=0
split_feature=4 1 3 13 0
split_gain=8.12525e-06 1.78957e-05 2.61023e-05 2.31902e-05 3.96365e-05
threshold=0.24280000000000004 0.11215000000000001 0.096385000000000012 -0.077944999999999987 -0.083564999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015273489619697812 0.0058145862818346815 -0.011984924162791455 0.01510101697552471 -0.011938941439011808 0.011789761405703963
leaf_weight=0.001068315626488116 0.0018446485471762209 0.0013410473594094282 0.001042717556818458 0.0012017879498729782 0.0016993957150934847
leaf_count=1157 549 290 145 599 1170
internal_value=0 -0.00172443 0.00102082 -0.0026778 0.00196037
internal_weight=0 0.00635326 0.00501222 0.0039695 0.00290118
internal_count=3910 3361 3071 2926 1769
is_linear=0
shrinkage=0.1


Tree=9479
num_leaves=6
num_cat=0
split_feature=1 0 12 47 4
split_gain=8.81334e-06 1.49211e-05 1.30679e-05 3.68476e-05 5.09318e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.011695630723304607 0.012488834658034074 0.0035323511153586978 -0.0075780183104674353 -0.015605482496281499 0.016811675013887022
leaf_weight=0.0014284071752111872 0.0010130833922918194 0.001170914779327922 0.0016446451244641973 0.0011439580599594875 0.0017859837088473013
leaf_count=1913 450 95 880 263 309
internal_value=0 -0.00483589 0.00221245 -6.33479e-05 0.00511924
internal_weight=0 0.00259932 0.00558767 0.00457459 0.00343063
internal_count=3910 2008 1902 1452 1189
is_linear=0
shrinkage=0.1


Tree=9480
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 4
split_gain=1.58559e-05 3.03785e-05 3.23677e-05 7.84661e-05 2.87848e-05 3.2264e-06
threshold=0.08568000000000002 0.087330000000000019 -0.013279999999999998 -0.07125999999999999 0.17888000000000001 -0.0010999999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00012372370629940043 -0.00023632189097047177 -0.0002772335689973244 -3.540986587572658e-05 0.00063091641606155069 0.0001432612372274329 -0.00028029212463386455
leaf_weight=0.0010114987225266429 0.001006355259674168 0.0010924859813899032 0.0016771008555820609 0.0011422340816166082 0.0017140709245584604 0.0010125927175332727
leaf_count=754 727 766 612 410 375 266
internal_value=0 2.54885e-05 7.59223e-05 0.000234548 -4.37135e-05 -0.00020205
internal_weight=0 0.00764998 0.0065575 0.00281933 0.00373816 0.00202409
internal_count=3910 3183 2417 1022 1395 1020
is_linear=0
shrinkage=0.00196078


Tree=9481
num_leaves=7
num_cat=0
split_feature=11 16 2 0 12 0
split_gain=3.95844e-05 2.9398e-05 5.66347e-05 6.61077e-05 3.36826e-05 3.62329e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.029849999999999998 0.088325000000000015 -0.12329499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00026028389526523682 -0.00037528612855769889 0.00021503779998646548 0.00037976053008865091 -0.00040728102510092547 0.0003343768576505517 -0.00028003985159005069
leaf_weight=0.0011213084208518747 0.0010240982545203928 0.0010873572651527877 0.0018108684835681163 0.0012910028383377402 0.0015036544230630617 0.0011907354814537066
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internal_value=0 3.41282e-05 8.20865e-05 -2.41771e-05 0.000106606 -4.37342e-05
internal_weight=0 0.00800493 0.00688362 0.00507275 0.00378175 0.00227809
internal_count=3910 3606 3235 2650 2445 1260
is_linear=0
shrinkage=0.00196078


Tree=9482
num_leaves=7
num_cat=0
split_feature=42 12 2 3 4 52
split_gain=2.07489e-05 3.38565e-05 4.25178e-05 5.53636e-05 4.66854e-05 3.08404e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001018723397042111 0.0010017612647359204 0.0011620091581233602 0.0017765884889348453 0.00121399762210089 0.0011216511512328919 0.0016174375293236936
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internal_value=0 3.07085e-05 8.40626e-05 0.000189847 -0.0001455 1.96018e-05
internal_weight=0 0.00789345 0.00673144 0.00460802 0.00212341 0.00283144
internal_count=3910 3470 2972 1683 1289 562
is_linear=0
shrinkage=0.00196078


Tree=9483
num_leaves=6
num_cat=0
split_feature=4 43 16 0 15
split_gain=8.17616e-06 1.85075e-05 3.20572e-05 3.47569e-05 2.49767e-05
threshold=-0.34687499999999999 -0.079804999999999987 -0.008069999999999999 -0.10462499999999998 -0.11399999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0071346447203472843 -0.006822008509415581 0.0052872379382209907 0.018137782866786935 0.014490916425826381 -0.015133090552009721
leaf_weight=0.0013558878952323111 0.0019687492668944212 0.0010125009274191759 0.001296814052349749 0.00111113169404785 0.0014665761024412634
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internal_weight=0 0.00685577 0.00488702 0.00359021 0.00247908
internal_count=3910 3619 2372 1800 483
is_linear=0
shrinkage=0.1


Tree=9484
num_leaves=7
num_cat=0
split_feature=11 48 0 2 52 13
split_gain=3.29506e-05 2.81851e-05 9.79581e-05 4.25419e-05 4.35057e-05 5.13764e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.0030249999999999995
decision_type=2 2 2 2 2 2
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leaf_weight=0.0016590174439750532 0.00104186559254225 0.0012529767582328025 0.0012546944248581812 0.0010996250484855748 0.001157635288855664 0.0017468529111219326
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internal_weight=0 0.0081708 0.00250767 0.00566313 0.00456351 0.00340587
internal_count=3910 3606 705 2901 2480 1689
is_linear=0
shrinkage=0.00196078


Tree=9485
num_leaves=6
num_cat=0
split_feature=49 2 42 4 16
split_gain=9.15665e-06 1.9593e-05 3.50343e-05 3.18686e-05 2.32999e-05
threshold=-0.045004999999999996 0.11339500000000001 0.084100000000000022 -0.08422499999999998 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_weight=0.0018597724422863872 0.0012815764744110746 0.0014008934312897672 0.0014029828648470591 0.0010373496627893023 0.001235602062680657
leaf_count=529 558 519 1323 449 532
internal_value=0 -0.00184523 0.00110561 0.00638703 0.013497
internal_weight=0 0.0063584 0.00495751 0.00355453 0.00227295
internal_count=3910 3381 2862 1539 981
is_linear=0
shrinkage=0.1


Tree=9486
num_leaves=7
num_cat=0
split_feature=11 3 12 3 52 16
split_gain=2.83511e-05 2.45624e-05 3.4021e-05 5.23313e-05 2.4251e-05 2.0661e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.086935000000000012 0.076695000000000013 -0.0066199999999999991 0.011450000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 4 -6 -7
leaf_value=0.00032310688331087223 -0.00031211560143860439 0.00036261380592046114 -0.00040613106910791644 -0.00023836324534776796 0.00010886580125592373 -2.3855284991340569e-05
leaf_weight=0.0010141415723823686 0.0010007276658837603 0.0017212653847998808 0.0010421876007025207 0.0015392826767247569 0.0015540551899267696 0.0011361585716481697
leaf_count=222 304 1139 1287 264 249 445
internal_value=0 3.79336e-05 -3.42324e-06 8.857e-05 -6.39196e-05 -0.000206748
internal_weight=0 0.00800709 0.00699295 0.0048146 0.00309334 0.00217835
internal_count=3910 3606 3384 1652 513 1732
is_linear=0
shrinkage=0.00196078


Tree=9487
num_leaves=7
num_cat=0
split_feature=50 42 51 16 13 48
split_gain=1.33182e-05 2.68361e-05 3.83403e-05 4.63333e-05 5.56291e-05 3.65884e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.07742499999999998 -0.08755499999999998 -0.077944999999999987 0.084905000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.00024131804002033708 -0.00021423872378001883 -0.00026494497363330823 0.00017947932818772921 -1.60217792717503e-05 0.00056093202241820628 -0.00027270127968783315
leaf_weight=0.0012222294513357344 0.0010102012820017827 0.0010637075009187653 0.0014441209674011513 0.0010818634247962301 0.0015821160048752371 0.0013139643791809706
leaf_count=869 727 480 595 565 497 177
internal_value=0 2.5198e-05 7.54224e-05 0.000142196 0.000326626 -3.59416e-05
internal_weight=0 0.007708 0.00648577 0.00542206 0.00266398 0.00275809
internal_count=3910 3183 2314 1834 1062 772
is_linear=0
shrinkage=0.00196078


Tree=9488
num_leaves=7
num_cat=0
split_feature=42 43 0 2 15 0
split_gain=8.65323e-06 2.27859e-05 1.85919e-05 2.58909e-05 2.97805e-05 1.82481e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.074014999999999984 0.089785000000000018 -0.095799999999999982 -0.070894999999999986
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0072681204086831085 0.00093237838240133237 -0.010336875536776651 -0.012999945566812818 -0.0035916719854467332 0.019038696183362451 0.019781646928316358
leaf_weight=0.0013778347260533204 0.0010414313481200937 0.0012478799436400445 0.0012229264484950693 0.0011846416766056948 0.0011421329779782033 0.0010133654723245189
leaf_count=1060 976 579 506 177 255 357
internal_value=0 0.00141699 -0.00235687 0.00128424 0.00751679 0.0102283
internal_weight=0 0.00685238 0.00479758 0.00357465 0.00232677 0.0020548
internal_count=3910 2850 1517 1011 432 1333
is_linear=0
shrinkage=0.1


Tree=9489
num_leaves=6
num_cat=0
split_feature=42 43 51 15 0
split_gain=8.18965e-06 1.62617e-05 1.77517e-05 2.82733e-05 3.2387e-05
threshold=0.091955000000000023 0.070805000000000021 -0.07742499999999998 -0.031229999999999997 -0.19631499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011986440437813977 -0.007778223850078203 0.012617101173778608 -0.0046961677776304013 -0.0074308267601972261 0.016885570488843708
leaf_weight=0.0011427111182875822 0.0011706491231442875 0.0010684619574533689 0.0011676667306415277 0.0019499478727772971 0.0017190004486176179
leaf_count=506 843 311 130 1251 869
internal_value=0 0.00125385 -0.000776679 0.00187177 0.00815568
internal_weight=0 0.00704779 0.00597933 0.00483662 0.00288667
internal_count=3910 3067 2756 2250 999
is_linear=0
shrinkage=0.1


Tree=9490
num_leaves=6
num_cat=0
split_feature=15 43 0 15 2
split_gain=8.18358e-06 2.18445e-05 3.10965e-05 4.02929e-05 2.20825e-05
threshold=-0.11739999999999999 -0.17307499999999998 -0.082994999999999985 -0.0063699999999999989 0.097360000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0066188663894256499 0.013722107274526781 -0.0049941785400238227 -0.020401783789595299 0.01772801538792208 -0.00087830311085591037
leaf_weight=0.0015326452802595508 0.0011969773912187632 0.0017246404256156119 0.0010823346670867518 0.0014254552325128069 0.0012466125976273148
leaf_count=614 233 801 1045 669 548
internal_value=0 0.00148381 -0.00118983 0.00528788 -0.00995148
internal_weight=0 0.00667602 0.00547904 0.0031501 0.00232895
internal_count=3910 3296 3063 1470 1593
is_linear=0
shrinkage=0.1


Tree=9491
num_leaves=7
num_cat=0
split_feature=1 0 13 0 52 15
split_gain=8.54757e-06 1.74123e-05 1.36759e-05 3.15272e-05 4.28609e-05 2.64035e-05
threshold=0.076710000000000014 0.047345000000000005 -0.0024749999999999993 -0.099864999999999995 -0.010284999999999997 -0.064869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.012178926035259923 -0.0032155208906944725 0.0042539581677007174 -0.010663235316711296 -0.016292821293057667 0.016042597912208089 0.019196648561271741
leaf_weight=0.0014280630278709397 0.001002481430847325 0.001175637541030092 0.001057271062777399 0.0010359296286669836 0.0013924468944189485 0.0011051044088156131
leaf_count=1913 555 95 132 468 167 580
internal_value=0 -0.00475906 0.00217712 -0.00166789 0.00451666 0.00853621
internal_weight=0 0.0026037 0.00559323 0.00348565 0.00244972 0.00210759
internal_count=3910 2008 1902 767 299 1135
is_linear=0
shrinkage=0.1


Tree=9492
num_leaves=6
num_cat=0
split_feature=52 12 52 13 16
split_gain=9.48684e-06 1.73633e-05 4.00896e-05 2.9436e-05 1.60161e-05
threshold=-0.048794999999999991 0.098845000000000016 0.091210000000000013 -0.083924999999999986 0.11346000000000002
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.011571583608503258 0.0064531481163445734 -0.014254806369304058 0.013760076617464374 -0.014248129867239133 -0.0037182625630904085
leaf_weight=0.0015321658137609317 0.0010984455484609871 0.0010141620190519821 0.0014663471658039832 0.0018332811108100317 0.0012391921044456375
leaf_count=640 560 423 714 1023 550
internal_value=0 -0.00245962 0.000260263 -0.00649187 0.00473484
internal_weight=0 0.00541224 0.00439807 0.00293173 0.00277136
internal_count=3910 2720 2297 1583 1190
is_linear=0
shrinkage=0.1


Tree=9493
num_leaves=7
num_cat=0
split_feature=11 43 15 13 15 48
split_gain=3.66893e-05 2.65965e-05 3.82171e-05 3.01745e-05 5.43085e-05 1.91855e-05
threshold=1.0000000180025095e-35 -0.057994999999999998 -0.050004999999999994 -0.09547499999999999 -1.0000000180025095e-35 0.086215000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.0004980769912625618 -0.00035511501512459513 0.00018480496442103248 2.2574484895102855e-05 0.00018970196114294471 -0.00047876332854462201 -0.00016872465249231678
leaf_weight=0.0010170841946121182 0.001012191327596894 0.0015532417852774246 0.0017997944397612352 0.0013077479973317182 0.0012163529679749823 0.0010235380906515024
leaf_count=815 304 336 856 363 1024 212
internal_value=0 4.13379e-05 0.000194263 -4.31126e-05 -0.0001429 3.23368e-05
internal_weight=0 0.00791776 0.00281688 0.00510088 0.00354764 0.00233129
internal_count=3910 3606 1671 1935 1599 575
is_linear=0
shrinkage=0.00196078


Tree=9494
num_leaves=7
num_cat=0
split_feature=11 3 1 13 12 15
split_gain=3.4426e-05 2.26277e-05 3.08513e-05 5.02458e-05 4.38289e-05 3.46626e-05
threshold=1.0000000180025095e-35 -0.100615 0.088010000000000019 -0.0024749999999999993 0.086935000000000012 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00029938253972595019 -0.00034288859581287426 6.2427051472841767e-05 0.00038926509971801268 0.00014174683094035485 -0.00046056276553947499 -0.00030132512314831643
leaf_weight=0.0011354456666547658 0.001000091359473162 0.001367259949659076 0.0015074793447425175 0.0015190867033831371 0.0011213403817118665 0.0012273028948937069
leaf_count=268 304 875 876 183 1160 244
internal_value=0 4.33054e-05 1.81537e-07 0.000101629 -0.000173227 -5.62526e-05
internal_weight=0 0.00787791 0.00674247 0.00425387 0.0024886 0.00274639
internal_count=3910 3606 3338 1303 2035 427
is_linear=0
shrinkage=0.00196078


Tree=9495
num_leaves=7
num_cat=0
split_feature=50 42 51 16 16 48
split_gain=1.1503e-05 2.43976e-05 3.27062e-05 4.15191e-05 5.76066e-05 3.28279e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.07742499999999998 -0.08755499999999998 0.058875000000000004 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00023519622254481777 -0.00020275735802570752 -0.00024613236381465964 0.00016602345900070212 0.00062002299516064098 3.7938011589821715e-05 -0.00026321718030663242
leaf_weight=0.0012132022558062209 0.0010099807813144504 0.001064275179262184 0.0014371869199951183 0.0012120926694550386 0.0014188369317081082 0.0013088750478602064
leaf_count=869 727 480 595 775 287 177
internal_value=0 1.98771e-05 6.79197e-05 0.00013008 0.00030611 -3.85686e-05
internal_weight=0 0.00765447 0.00644127 0.00537699 0.00263093 0.00274606
internal_count=3910 3183 2314 1834 1062 772
is_linear=0
shrinkage=0.00196078


Tree=9496
num_leaves=7
num_cat=0
split_feature=1 457 49 12 43 3
split_gain=8.97413e-06 2.29472e-05 2.22056e-05 2.34244e-05 2.80905e-05 2.08657e-05
threshold=0.12864500000000004 0.069705000000000003 -0.006494999999999999 0.086935000000000012 -0.074904999999999985 -0.015064999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.016768382527262895 0.0087399939180192454 0.011747812520665748 0.015761675873348688 0.0040578369613781 -0.018352572527448343 -0.0020484446603718106
leaf_weight=0.0010738695472757914 0.0010218545300436583 0.0011385718937368767 0.001127176527698749 0.0010051436054404825 0.0012610296428559238 0.0015797068218494563
leaf_count=433 331 313 714 619 1153 347
internal_value=0 -0.00127556 -0.00372772 -0.000911749 -0.00841261 0.00536789
internal_weight=0 0.0071855 0.00604693 0.00497306 0.00226617 0.00270688
internal_count=3910 3579 3266 2833 1772 1061
is_linear=0
shrinkage=0.1


Tree=9497
num_leaves=7
num_cat=0
split_feature=52 13 52 2 2 0
split_gain=8.93942e-06 2.15299e-05 2.45824e-05 1.92211e-05 1.84631e-05 1.876e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.099990000000000009 0.096750000000000017 -0.099864999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 -7
leaf_value=-7.3736286927172234e-05 -0.0086204465396267395 0.009199949918728547 0.0074878876486625078 0.018369475722029228 -0.016237701411277897 -0.010765980468973336
leaf_weight=0.0011106366799771461 0.0010545401832205616 0.0013136057847287453 0.0011674605433610215 0.0011503553438094835 0.0013112839264159326 0.0010874527907933111
leaf_count=778 647 608 166 233 429 1049
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internal_weight=0 0.0071408 0.0048798 0.00226099 0.0035662 0.00225491
internal_count=3910 3263 2252 1011 1644 1215
is_linear=0
shrinkage=0.1


Tree=9498
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=2.83436e-05 2.02593e-05 7.90313e-05 4.57042e-05 3.42903e-05 2.75354e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.016619999999999996 0.088375000000000023
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00027380583925836204 -0.00031397910061744719 -0.00016237280384447843 0.00055019746612284897 0.00033657663409843733 -0.00031434836182597076 -0.00014619494495502497
leaf_weight=0.0010584548111208423 0.001001527827008652 0.0012219931506015011 0.0011726874395010444 0.0010535846054978669 0.0019223867984554145 0.001385978512527006
leaf_count=980 304 114 591 421 344 1156
internal_value=0 3.63773e-05 0.000186577 -2.99791e-05 -0.000118418 3.5668e-05
internal_weight=0 0.00781509 0.00239468 0.0054204 0.00436682 0.00244443
internal_count=3910 3606 705 2901 2480 2136
is_linear=0
shrinkage=0.00196078


Tree=9499
num_leaves=6
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split_feature=42 0 2 13 2
split_gain=7.37054e-06 1.60908e-05 2.39978e-05 2.90622e-05 3.51418e-05
threshold=0.091955000000000023 -0.017269999999999997 1.0000000180025095e-35 -0.0097449999999999985 0.11230000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.012777379045328767 -0.0073762474534122217 0.010308148327144835 0.014478368476172107 0.0051861670743507402 -0.018152283364911669
leaf_weight=0.0013718285861821907 0.0011696470317037631 0.0015193075328852959 0.0013574096651466951 0.0017589308487408709 0.0010189191314626349
leaf_count=560 843 364 1231 712 200
internal_value=0 0.00119725 -0.00131628 0.00248581 -0.00337441
internal_weight=0 0.0070264 0.00550709 0.00413526 0.00277785
internal_count=3910 3067 2703 2143 912
is_linear=0
shrinkage=0.1


Tree=9500
num_leaves=7
num_cat=0
split_feature=11 48 42 3 0 2
split_gain=5.43163e-05 2.36432e-05 4.04331e-05 5.29553e-05 3.08273e-05 3.56687e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.086325000000000013 -0.015794999999999997 -0.22384499999999996 0.097940000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00036232544813266133 -0.00043776337573668111 0.00029310973113064821 -0.00028003352352539887 0.00021260316360960729 -0.00042664896447449724 5.8522043800598178e-05
leaf_weight=0.0017233256343490281 0.0010115064720238398 0.0012424535725454435 0.0015412161043817643 0.0010928397910002358 0.0011771307327121745 0.0011534359434991299
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internal_value=0 4.47151e-05 -1.4304e-06 8.19988e-05 -5.91163e-05 -0.00018653
internal_weight=0 0.0079304 0.00668795 0.00514673 0.00342341 0.00233057
internal_count=3910 3606 3269 1993 589 454
is_linear=0
shrinkage=0.00196078


Tree=9501
num_leaves=8
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split_feature=4 1 12 52 12 151 1
split_gain=3.11343e-05 5.441e-05 2.62716e-05 4.07125e-05 5.25053e-05 3.70881e-05 4.03339e-05
threshold=0.24280000000000004 0.11198000000000001 0.098845000000000016 -0.11271999999999999 0.086865000000000012 -0.0074049999999999993 0.095155000000000017
decision_type=2 2 2 2 2 2 2
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internal_value=0 0.000208559 -6.40761e-05 -1.41126e-05 5.73787e-05 -6.32703e-05 -0.0001912
internal_weight=0 0.00207848 0.00715109 0.00607704 0.00507083 0.00371313 0.00260356
internal_count=3910 549 3361 2855 2331 1180 857
is_linear=0
shrinkage=0.00196078


Tree=9502
num_leaves=7
num_cat=0
split_feature=1 0 52 47 1 3
split_gain=1.04744e-05 2.35692e-05 1.88844e-05 2.29117e-05 3.44195e-05 1.76233e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.074484999999999982 0.09252500000000001 0.10420500000000001 -0.089604999999999976
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00343267 0.00478422 0.00343384 0.00231228 0.00227377
internal_count=3910 2325 1585 1104 883 1112
is_linear=0
shrinkage=0.1


Tree=9503
num_leaves=7
num_cat=0
split_feature=47 13 151 13 2 3
split_gain=9.9634e-06 2.53473e-05 1.9056e-05 3.3172e-05 3.61348e-05 1.85426e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.024429999999999997 0.0024700000000000004 0.084235000000000018 0.0039000000000000003
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00681871 0.00551108 0.00431037 0.00320807 0.0021136
internal_count=3910 3620 3321 2799 2198 1475
is_linear=0
shrinkage=0.1


Tree=9504
num_leaves=6
num_cat=0
split_feature=4 39 2 4 15
split_gain=9.95781e-06 1.8651e-05 3.84853e-05 5.5848e-05 3.51851e-05
threshold=0.27020000000000005 0.083240000000000022 0.106285 -0.08422499999999998 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.022224711758638143 0.0078447390368594754 -0.014117858189390389 0.014993165399797868 -0.0062852727057665612 0.014817907390978364
leaf_weight=0.0012168390838515615 0.0013435156288400521 0.0010100410050487146 0.0014092099260069671 0.0018089031529793945 0.0014027282967069674
leaf_count=614 472 269 488 1094 973
internal_value=0 -0.00157117 0.000599668 -0.00398057 0.00293186
internal_weight=0 0.00684772 0.00583768 0.00442847 0.00321163
internal_count=3910 3438 3169 2681 2067
is_linear=0
shrinkage=0.1


Tree=9505
num_leaves=6
num_cat=0
split_feature=11 48 42 3 2
split_gain=3.30328e-05 1.92552e-05 3.59391e-05 3.19932e-05 2.43232e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.086325000000000013 -0.015794999999999997 0.097940000000000013
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
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leaf_weight=0.0016792652245664337 0.0010057046387954094 0.0012296075655603899 0.0015046151673147809 0.0018726103385192194 0.0014908153205272076
leaf_count=1404 304 337 1276 315 274
internal_value=0 3.66061e-05 -5.67562e-06 7.36774e-05 -3.66787e-05
internal_weight=0 0.00777691 0.00654731 0.00504269 0.00336343
internal_count=3910 3606 3269 1993 589
is_linear=0
shrinkage=0.00196078


Tree=9506
num_leaves=8
num_cat=0
split_feature=11 13 13 12 2 2 0
split_gain=2.67357e-05 3.84225e-05 3.67318e-05 5.67624e-05 4.11533e-05 3.23623e-05 1.02004e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 0.083175000000000013 0.051320000000000005 0.11230000000000001 0.089785000000000018 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00010637710450801645 -0.00030230708177189896 -8.9266395989562317e-05 0.00023791157407862125 -0.00049909870549219148 -0.00030785668920193848 0.00038994495915727718 0.0003704476864428432
leaf_weight=0.0010440829376333759 0.0010386353552236443 0.0010631700394645117 0.0012984304773062784 0.0012123561129928923 0.0011204834773652431 0.0011048614992504818 0.0012189922123075282
leaf_count=531 304 270 315 1526 189 213 562
internal_value=0 3.19319e-05 -5.26257e-05 -0.000136441 -2.74243e-06 0.000154947 0.000248617
internal_weight=0 0.00806238 0.0057993 0.00450087 0.00328852 0.00216803 0.00226308
internal_count=3910 3606 2513 2198 672 483 1093
is_linear=0
shrinkage=0.00196078


Tree=9507
num_leaves=7
num_cat=0
split_feature=50 2 3 48 0 4
split_gain=1.43838e-05 2.82188e-05 4.80003e-05 5.23503e-05 3.60244e-05 2.34299e-05
threshold=0.08568000000000002 0.11934000000000002 0.11476000000000001 0.083775000000000002 -0.06402999999999999 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00049701487220734188 -0.0002254498863390987 -0.00028171476786003751 0.00042471622914331831 0.00029028369333564992 8.5048932710478611e-05 -9.2310676483322988e-05
leaf_weight=0.0011066993398052174 0.0010035412577136622 0.0010081211470171561 0.0012040779909810572 0.0016053729367679244 0.0016857369435876318 0.0010933410347484548
leaf_count=1417 727 393 138 474 385 376
internal_value=0 2.41193e-05 7.01697e-05 -7.57389e-06 -0.000130631 -0.000295891
internal_weight=0 0.00770335 0.00669523 0.00549115 0.00388578 0.00220004
internal_count=3910 3183 2790 2652 2178 1793
is_linear=0
shrinkage=0.00196078


Tree=9508
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 0
split_gain=2.8054e-05 2.16589e-05 8.53441e-05 4.14356e-05 2.65128e-05 4.1994e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.076695000000000013 -0.06402999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00020730155525192635 -0.00031034269697321657 -0.00017056092927322309 0.00057284946848127044 0.00031933492101438623 -0.00036514491638359544 0.00025730239385108933
leaf_weight=0.0018633768229070668 0.0010017155317939832 0.0012099958202146325 0.0011656789254795106 0.0010453790174631212 0.0011877189586669756 0.0012495288928023884
leaf_count=2075 304 114 591 421 198 207
internal_value=0 3.84298e-05 0.00019421 -3.07964e-05 -0.000115905 -2.08083e-05
internal_weight=0 0.00772168 0.00237567 0.005346 0.00430062 0.00311291
internal_count=3910 3606 705 2901 2480 2282
is_linear=0
shrinkage=0.00196078


Tree=9509
num_leaves=7
num_cat=0
split_feature=11 16 2 4 43 16
split_gain=3.25459e-05 2.69303e-05 3.77382e-05 4.08492e-05 4.79768e-05 2.34784e-06
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0057500000000000008 -0.06705499999999999 -0.033174999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00025241040647587456 -0.00033752910988251529 0.00014836925455979943 0.00031884213484590089 0.00024005325790083361 -0.00026091850125295533 -0.00039513910392407033
leaf_weight=0.0011097806384362842 0.0010418152969349564 0.0013674462293609452 0.0018199521344226845 0.0016719501904844903 0.0010026284945788225 0.0010016130462575921
leaf_count=371 304 1063 585 375 808 404
internal_value=0 3.09807e-05 7.68025e-05 -1.05354e-05 -0.000134797 -0.000327995
internal_weight=0 0.00797337 0.00686359 0.00504364 0.00337169 0.00200424
internal_count=3910 3606 3235 2650 2275 1212
is_linear=0
shrinkage=0.00196078


Tree=9510
num_leaves=7
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split_feature=11 16 2 16 13 4
split_gain=3.3416e-05 1.98697e-05 4.4932e-05 5.13959e-05 2.70558e-05 2.8685e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.076384999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00020235425183591044 -0.00033811647000979569 0.00036534558508696688 0.00034352267125629021 -0.00035015948713666852 0.00015340139113525288 -0.00026660906333859138
leaf_weight=0.0011155313406652325 0.0010104046934775379 0.0010674177546388334 0.001823948889570058 0.0013076132693959478 0.0016678317926416017 0.0010000032574489879
leaf_count=371 304 1027 585 316 1034 273
internal_value=0 4.03611e-05 7.97908e-05 -1.55981e-05 0.000101523 -4.03406e-06
internal_weight=0 0.00798235 0.00686681 0.00504287 0.00373525 0.00266784
internal_count=3910 3606 3235 2650 2334 1307
is_linear=0
shrinkage=0.00196078


Tree=9511
num_leaves=7
num_cat=0
split_feature=1 457 4 2 15 3
split_gain=8.94321e-06 1.79975e-05 2.30697e-05 5.02287e-05 4.16225e-05 1.72183e-05
threshold=0.12864500000000004 0.069705000000000003 -0.083329999999999987 0.091025000000000009 -0.106555 -0.089974999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
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leaf_weight=0.0010200472287937221 0.0010290396154292742 0.0011439825047458154 0.0017186175354549568 0.001041945427232558 0.0010782594272252279 0.0012174884784753252
leaf_count=445 331 313 1417 245 798 361
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internal_weight=0 0.00722034 0.00607636 0.00383882 0.0021202 0.00223754
internal_count=3910 3579 3266 2460 1043 806
is_linear=0
shrinkage=0.1


Tree=9512
num_leaves=7
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split_feature=50 4 151 4 13 4
split_gain=2.98967e-05 3.35888e-05 3.50516e-05 5.2327e-05 3.42915e-05 2.39016e-05
threshold=0.086465000000000014 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.070604999999999987 0.070230000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7
leaf_value=0.00027345404150113219 -0.00032330570561061 0.00034730939716014013 0.00033196486951878718 -0.00052202376902578569 -8.9868809665258424e-05 -0.00013445567599295583
leaf_weight=0.0012967057143507153 0.0010094418612903487 0.0011346921628478963 0.0012876834727337245 0.0010331918515696801 0.0017448634402239139 0.0014998923328591281
leaf_count=449 715 396 661 423 984 282
internal_value=0 3.48024e-05 -1.68708e-05 -8.4512e-05 8.92507e-05 -0.000292537
internal_weight=0 0.00799703 0.00686234 0.00556563 0.00303255 0.00253308
internal_count=3910 3195 2799 2350 1645 705
is_linear=0
shrinkage=0.00196078


Tree=9513
num_leaves=6
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split_feature=11 1 3 15 43
split_gain=3.196e-05 3.06675e-05 7.37953e-05 6.69022e-05 6.83853e-05
threshold=1.0000000180025095e-35 0.095575000000000007 0.090325000000000003 -0.0039399999999999991 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00041911915598363125 -0.00033536664704559741 0.0004940448872428609 -7.8604442860924644e-05 0.00050324221399140087 -0.00012545713740884782
leaf_weight=0.0014485916958647846 0.0010100388722410819 0.0015351935144929784 0.0019824219661004712 0.0010282236919015226 0.0018839116166232918
leaf_count=1194 304 633 351 316 1112
internal_value=0 3.51077e-05 0.000171317 -7.47667e-05 9.65255e-05
internal_weight=0 0.00787834 0.00351762 0.00436073 0.00291214
internal_count=3910 3606 984 2622 1428
is_linear=0
shrinkage=0.00196078


Tree=9514
num_leaves=7
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split_feature=50 4 12 3 12 52
split_gain=1.2809e-05 2.77768e-05 3.80794e-05 4.23066e-05 3.49691e-05 3.29998e-05
threshold=0.084340000000000012 0.28937500000000005 -0.023959999999999995 0.10666500000000002 0.086935000000000012 -0.0025949999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00037566098091706669 -0.0002116920813214032 0.00031586769436194772 -0.00015759872016930446 0.00034120837989664058 -0.00026521398822805812 0.00029748724429827641
leaf_weight=0.0010023182285913536 0.0010026300846672411 0.0010776393938427414 0.0011067574166108262 0.001353892501645625 0.0017922819161707154 0.0013720860689172504
leaf_count=279 731 396 448 132 1489 435
internal_value=0 2.39112e-05 -2.35624e-05 3.91778e-05 -5.65621e-05 9.42998e-05
internal_weight=0 0.00770498 0.00662734 0.00562502 0.00427113 0.00247884
internal_count=3910 3179 2783 2504 2372 883
is_linear=0
shrinkage=0.00196078


Tree=9515
num_leaves=7
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split_feature=52 12 52 160 49 4
split_gain=8.4981e-06 1.85018e-05 3.34496e-05 3.01415e-05 4.43294e-05 8.49042e-05
threshold=0.11401500000000002 0.097345000000000015 0.071660000000000015 -0.026849999999999995 -0.045004999999999996 0.05309500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.0099737063802587955 -0.0083723878574720797 0.011213745398371833 0.015232121208636793 0.0062515387867347191 -0.037569468548357923 -7.3697943017001329e-05
leaf_weight=0.0010587605475445455 0.0010696011399627982 0.001464090689120688 0.0010004567167343908 0.0012360483185058385 0.0011005804984728 0.0013381626203111759
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internal_weight=0 0.0071981 0.00573401 0.00473355 0.00367479 0.00243874
internal_count=3910 3263 2731 2140 1609 1309
is_linear=0
shrinkage=0.1


Tree=9516
num_leaves=7
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split_feature=11 48 42 3 2 15
split_gain=3.3457e-05 4.82701e-05 6.05721e-05 5.12358e-05 3.95315e-05 2.59661e-05
threshold=0.077330000000000024 0.096835000000000018 0.086325000000000013 -0.015794999999999997 0.097940000000000013 -0.089594999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0003422977714265049 -0.00033522050575045156 0.00038267371957152052 -0.00035378550255851625 -1.7036588494102009e-05 0.00017320523197836133 -0.00046211558121338474
leaf_weight=0.0018484194538919961 0.0010097969247022344 0.0013470254247861706 0.0016307477525616988 0.0010000127560681133 0.0015757840119766451 0.0010159360860873216
leaf_count=1416 279 339 1287 143 274 172
internal_value=0 4.24883e-05 -2.23179e-05 7.70433e-05 -5.94651e-05 -0.000241334
internal_weight=0 0.00841793 0.0070709 0.00544015 0.00359173 0.00201595
internal_count=3910 3631 3292 2005 589 315
is_linear=0
shrinkage=0.00196078


Tree=9517
num_leaves=7
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split_feature=11 43 1 0 2 16
split_gain=3.47369e-05 2.46681e-05 3.42324e-05 7.2488e-05 3.83984e-05 4.81389e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.094485000000000013 -0.15007499999999999 0.089785000000000018 0.066275000000000014
decision_type=2 2 2 2 2 2
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leaf_value=0.00029617516950929617 -0.00034842294507774179 -0.00037587567714946266 -0.00018498538006418781 0.00043061782147865127 0.00027795024015550552 -0.00029567083648659179
leaf_weight=0.0011809117437960428 0.0010275906782441667 0.0015172516171328473 0.0013630772200960537 0.0015970120507759465 0.0012832283176593159 0.0010014392200741362
leaf_count=231 304 1451 166 781 701 276
internal_value=0 3.46961e-05 -1.09684e-05 0.000147142 -0.000134069 2.65147e-05
internal_weight=0 0.00794292 0.00676201 0.00296009 0.00380192 0.00228467
internal_count=3910 3606 3375 947 2428 977
is_linear=0
shrinkage=0.00196078


Tree=9518
num_leaves=7
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split_feature=1 0 15 52 151 16
split_gain=8.23231e-06 2.0937e-05 1.43475e-05 2.73726e-05 2.67301e-05 4.39928e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 -0.081429999999999989 -0.0088999999999999982 -0.12467499999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.01594534739175325 0.018593622588560961 0.0023987555811903136 -0.007869338746502641 -0.012966964690775424 0.021703890616238806 -0.0057437133871596092
leaf_weight=0.0010137201260139949 0.0010711129672796547 0.0016109182889303248 0.0011518172638746715 0.0010547652618397001 0.0010311496810469327 0.0013464445916612422
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internal_weight=0 0.00262464 0.00565529 0.00450347 0.00343236 0.00237759
internal_count=3910 2008 1902 1331 909 672
is_linear=0
shrinkage=0.1


Tree=9519
num_leaves=7
num_cat=0
split_feature=157 160 42 4 4 12
split_gain=2.53458e-05 4.64959e-05 2.60834e-05 3.08638e-05 6.753e-05 3.1338e-05
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decision_type=2 2 2 2 2 2
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leaf_count=587 813 909 586 284 395 336
internal_value=0 -3.91029e-05 2.15454e-05 7.50613e-05 5.00464e-06 0.000197646
internal_weight=0 0.00813279 0.00696694 0.00581077 0.00468483 0.0028059
internal_count=3910 3323 2510 1924 1640 1245
is_linear=0
shrinkage=0.00196078


Tree=9520
num_leaves=8
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split_feature=11 52 1 12 3 15 2
split_gain=3.80013e-05 2.74283e-05 3.10763e-05 4.51544e-05 3.40195e-05 4.69214e-05 2.76616e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.088010000000000019 0.086935000000000012 0.10420500000000001 -0.089594999999999994 0.086915000000000006
decision_type=2 2 2 2 2 2 2
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internal_value=0 3.81558e-05 -3.17103e-05 -0.00020834 8.2048e-05 0.000246503 0.000222124
internal_weight=0 0.00820444 0.00594622 0.00232941 0.00361682 0.00206926 0.00225821
internal_count=3910 3606 2763 1702 1061 798 843
is_linear=0
shrinkage=0.00196078


Tree=9521
num_leaves=6
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split_feature=15 43 42 16 16
split_gain=8.79616e-06 2.04365e-05 3.13771e-05 2.90446e-05 2.78366e-05
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decision_type=2 2 2 2 2
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internal_value=0 0.00150501 -0.001067 0.00273458 0.00733947
internal_weight=0 0.00674362 0.00553532 0.00441078 0.00333638
internal_count=3910 3296 3063 1859 1536
is_linear=0
shrinkage=0.1


Tree=9522
num_leaves=7
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split_feature=50 4 12 3 12 52
split_gain=1.20282e-05 2.68153e-05 3.65269e-05 3.73659e-05 3.61338e-05 3.60946e-05
threshold=0.082310000000000008 0.28937500000000005 -0.023959999999999995 0.10666500000000002 0.086935000000000012 -0.0025949999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
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leaf_weight=0.0010010881335292231 0.001017844882037224 0.0010927297641332902 0.0010953606716409697 0.0013331753614710638 0.0017834625110660228 0.0013639944984460497
leaf_count=274 747 396 442 132 1485 434
internal_value=0 2.01729e-05 -2.70843e-05 3.48305e-05 -5.51446e-05 9.89476e-05
internal_weight=0 0.00766981 0.00657708 0.00557599 0.00424282 0.00245936
internal_count=3910 3163 2767 2493 2361 876
is_linear=0
shrinkage=0.00196078


Tree=9523
num_leaves=7
num_cat=0
split_feature=11 13 13 49 2 0
split_gain=3.44457e-05 1.75619e-05 2.81363e-05 3.02046e-05 3.15742e-05 1.3917e-05
threshold=1.0000000180025095e-35 -0.083514999999999992 0.083175000000000013 -0.010424999999999999 0.096540000000000015 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=2.0126658033517643e-05 -0.00034750945413120998 -0.00033745840687550053 0.00023699205598299122 -0.00015266339934083461 0.00025683766667853822 0.00033398819350119387
leaf_weight=0.0010158259372129456 0.0010018436080242278 0.0013534875561663131 0.0012736370063919176 0.0017621097835551428 0.0012286593421415462 0.0011673398194098664
leaf_count=531 304 318 315 1325 555 562
internal_value=0 3.87095e-05 -1.92862e-05 -9.44211e-05 1.55667e-05 0.000187949
internal_weight=0 0.00780106 0.00561789 0.00434426 0.00299077 0.00218317
internal_count=3910 3606 2513 2198 1880 1093
is_linear=0
shrinkage=0.00196078


Tree=9524
num_leaves=6
num_cat=0
split_feature=42 160 15 15 1
split_gain=7.74534e-06 2.41671e-05 2.1096e-05 3.6946e-05 6.00716e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.031229999999999997 0.11052000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0068835758755229296 -0.0095464552218510485 0.020193250820249357 0.016515817644548708 -0.011916147924701038 -0.0097611973862885976
leaf_weight=0.0013863264348795146 0.0015826501957518077 0.0016371616743730106 0.0011507250406184878 0.0014153843004115372 0.0011326930331579524
leaf_count=1060 1040 508 642 324 336
internal_value=0 0.00130571 0.00452447 0.00122747 0.0079438
internal_weight=0 0.00691861 0.00533596 0.00418524 0.00276985
internal_count=3910 2850 1810 1168 844
is_linear=0
shrinkage=0.1


Tree=9525
num_leaves=6
num_cat=0
split_feature=1 0 15 47 48
split_gain=1.15362e-05 2.52176e-05 1.68601e-05 2.55943e-05 4.00859e-05
threshold=0.076710000000000014 0.047345000000000005 0.024640000000000006 0.087850000000000025 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.00027515364528946405 0.00039715686684520024 9.933940438542546e-05 -0.0001802442545195117 -8.1002884312567815e-05 -6.4141184712754445e-05
leaf_weight=0.0015452951197368614 0.0017572505291788604 0.0012509441574981295 0.0010549672891785235 0.0019661990233704003 0.0012320293389206729
leaf_count=1913 742 95 544 370 246
internal_value=0 -0.000107618 4.48321e-05 9.27484e-05 0.000207033
internal_weight=0 0.00279624 0.00601045 0.00495548 0.00298928
internal_count=3910 2008 1902 1358 988
is_linear=0
shrinkage=0.00196078


Tree=9526
num_leaves=6
num_cat=0
split_feature=4 160 0 15 15
split_gain=7.96918e-06 1.59888e-05 3.55185e-05 2.80464e-05 3.63571e-05
threshold=0.24280000000000004 -0.026849999999999995 -0.14136999999999997 -0.053579999999999996 0.085120000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0085270673656552571 0.0056894253949630394 -0.019455230366710669 0.01460275234217427 -0.012906020525486443 0.0099514754805617878
leaf_weight=0.0012297103723880581 0.0018699344082685849 0.0011742502470330112 0.0010238946909487878 0.0019065398488754205 0.00109586006787572
leaf_count=923 549 216 622 688 912
internal_value=0 -0.00172749 -0.00415227 0.000310773 -0.00456316
internal_weight=0 0.00643026 0.00520054 0.00402629 0.0030024
internal_count=3910 3361 2438 2222 1600
is_linear=0
shrinkage=0.1


Tree=9527
num_leaves=6
num_cat=0
split_feature=0 49 2 3 16
split_gain=8.72929e-06 1.59728e-05 3.28151e-05 2.97189e-05 2.27928e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.086875000000000022 -0.078884999999999997 -0.091214999999999977
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.019502118667739026 0.006601058484784832 -0.011910540909689829 0.019151428316726948 0.0017004115538118499 0.00065943939651802691
leaf_weight=0.0011285172481340848 0.0015933116115658154 0.0012338689122650889 0.0011487331505298033 0.0015960580255257929 0.0015879334564855899
leaf_count=931 394 809 365 460 951
internal_value=0 -0.00163456 0.000687116 -0.00708166 0.00842157
internal_weight=0 0.00669511 0.00546124 0.00272458 0.00273667
internal_count=3910 3516 2707 1391 1316
is_linear=0
shrinkage=0.1


Tree=9528
num_leaves=7
num_cat=0
split_feature=11 1 13 15 4 4
split_gain=2.68374e-05 2.4306e-05 7.00667e-05 4.4811e-05 4.40852e-05 3.5769e-05
threshold=1.0000000180025095e-35 0.088010000000000019 -0.0024749999999999993 -0.074174999999999977 -0.15333499999999997 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.000178201769941097 -0.00029931168980921763 0.00045664016199564885 0.00016632879859706213 -0.00030451769851826333 -0.0005329165244280184 -1.9989962949277372e-05
leaf_weight=0.0014028422273635764 0.0010507433844233185 0.0016143514910105391 0.0017228586955786388 0.0014156700458429678 0.0010239438764471549 0.0010677938576608215
leaf_count=134 304 895 216 287 1469 605
internal_value=0 3.34175e-05 0.000124691 -4.6052e-05 -9.07213e-05 -0.000271077
internal_weight=0 0.00824746 0.00475288 0.00313853 0.00349458 0.00209174
internal_count=3910 3606 1398 503 2208 2074
is_linear=0
shrinkage=0.00196078


Tree=9529
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 4
split_gain=3.50359e-05 2.8939e-05 4.22621e-05 6.85487e-05 2.69858e-05 1.87767e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.076384999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00026138410624791279 -0.00035373702311189333 0.00039165162983993338 0.00034089153030964972 -0.00039447281213400538 0.00015025204400732719 -0.00019088158416601073
leaf_weight=0.0010968834460643295 0.0010101165336031228 0.0010547200738378125 0.0017850075773904453 0.0013172118023485218 0.0016302749951438314 0.0010013775873476255
leaf_count=371 304 1027 585 316 1034 273
internal_value=0 3.41225e-05 8.18697e-05 -1.05352e-05 0.000126653 2.04463e-05
internal_weight=0 0.00788548 0.00678859 0.00500358 0.00368637 0.00263165
internal_count=3910 3606 3235 2650 2334 1307
is_linear=0
shrinkage=0.00196078


Tree=9530
num_leaves=6
num_cat=0
split_feature=15 42 15 16 3
split_gain=7.97506e-06 3.70677e-05 3.7619e-05 4.78615e-05 2.80781e-05
threshold=0.079360000000000014 0.083815000000000014 -0.038029999999999987 -0.072359999999999994 0.076695000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0085483188574726459 -0.0066506734621494873 -0.011220828429358037 0.027331450223828144 -0.018335862695003338 0.0051540190985268908
leaf_weight=0.0016636444292218628 0.0015026401901695931 0.0017342887672475655 0.0010389921235157617 0.0011000919620108381 0.0012670888667524671
leaf_count=479 1436 1081 317 428 169
internal_value=0 0.00139884 0.00571579 -0.0021528 0.0151459
internal_weight=0 0.00680411 0.00506982 0.00276374 0.00230608
internal_count=3910 2474 1393 907 486
is_linear=0
shrinkage=0.1


Tree=9531
num_leaves=6
num_cat=0
split_feature=1 0 48 3 4
split_gain=7.63325e-06 2.0743e-05 1.28009e-05 2.43774e-05 3.26694e-05
threshold=0.076710000000000014 0.047345000000000005 0.086215000000000014 -0.074234999999999982 0.053925000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.012553115381640827 0.015710070852660064 0.0053006684096470373 -0.0047485766450620116 0.010487453919403693 -0.013012004448884779
leaf_weight=0.0014435212731946424 0.0014215738174950523 0.001184900820493657 0.0018724416075381937 0.0012257684628291024 0.0011434720837067353
leaf_count=1913 795 95 405 363 339
internal_value=0 -0.00450457 0.00201614 0.00535752 -0.000854144
internal_weight=0 0.00262842 0.00566326 0.00379081 0.00236924
internal_count=3910 2008 1902 1497 702
is_linear=0
shrinkage=0.1


Tree=9532
num_leaves=6
num_cat=0
split_feature=4 12 150 52 4
split_gain=8.41939e-06 1.60855e-05 2.88976e-05 4.03259e-05 4.98095e-05
threshold=0.27020000000000005 -0.023959999999999995 0.086420000000000011 0.084240000000000023 -0.032604999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013139768407322942 0.0071394192994563531 -0.0044119091144714821 -0.014925377520185605 -0.0097393417677467536 0.020195766562323962
leaf_weight=0.0010075505073226746 0.0013625295521596725 0.0014233066166629022 0.0010042987277776062 0.00153579324132947 0.001948868769068848
leaf_count=304 472 932 266 1098 838
internal_value=0 -0.00146055 0.000529788 0.00369232 0.00980951
internal_weight=0 0.00691982 0.00591227 0.00490797 0.00337218
internal_count=3910 3438 3134 2868 1770
is_linear=0
shrinkage=0.1


Tree=9533
num_leaves=7
num_cat=0
split_feature=1 42 133 3 2 2
split_gain=1.28604e-05 2.1298e-05 3.02742e-05 3.21936e-05 4.84435e-05 5.15654e-05
threshold=0.12864500000000004 0.091955000000000023 0.065880000000000008 -0.089604999999999976 0.089910000000000004 0.10679500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00017549342950836885 0.00019405718557101223 -0.00029553187275053647 0.00026332973908115405 -0.00044731786146955289 0.00033966262974990821 -0.00025065074971258785
leaf_weight=0.0015627605958806732 0.0010991740785833001 0.0010269769157939864 0.0014066479870470123 0.0014024924060928256 0.0010347526410479512 0.0012637523819932672
leaf_count=548 331 738 889 858 295 251
internal_value=0 -3.26723e-05 7.79756e-06 -6.0489e-05 -0.000160133 1.50995e-05
internal_weight=0 0.00769738 0.00667041 0.00526376 0.003701 0.00229851
internal_count=3910 3579 2841 1952 1404 546
is_linear=0
shrinkage=0.00196078


Tree=9534
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 52
split_gain=8.30858e-06 1.98637e-05 2.87128e-05 4.02428e-05 2.72615e-05 1.84105e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.025214999999999998 -0.064794999999999978
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7
leaf_value=0.0029254327592891744 0.008239422296391968 -0.013246792605024883 -0.010309924445676164 0.00120357338996417 -0.020386996355088179 0.017800137879575319
leaf_weight=0.0010019097083657355 0.0010564227845840284 0.0011596064445196031 0.0011138217939641488 0.0010266933632726539 0.0010045695704420654 0.001915216345271202
leaf_count=878 345 520 400 431 476 860
internal_value=0 -0.00125547 0.00103828 0.00587894 -0.00874623 0.0120081
internal_weight=0 0.00722182 0.00606221 0.00405573 0.00200648 0.00294191
internal_count=3910 3565 3045 1691 1354 1291
is_linear=0
shrinkage=0.1


Tree=9535
num_leaves=7
num_cat=0
split_feature=50 4 151 4 13 16
split_gain=8.29066e-06 2.20592e-05 2.71899e-05 3.92127e-05 2.82849e-05 2.74089e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.024429999999999997 -0.013199999999999998 -0.070604999999999987 -0.095609999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7
leaf_value=0.012503191395796641 -0.0085744385001237846 0.014711850530650853 0.016336337827071192 -0.025029019634787604 -0.0048670097419543671 -0.0039027248607285715
leaf_weight=0.0011890497759923634 0.001000368564786751 0.0010275591058110317 0.0011167472734652287 0.001100338062549809 0.0014408873880682807 0.0013897242121764083
leaf_count=443 779 396 550 319 912 511
internal_value=0 0.00113581 -0.00110096 -0.0043056 0.00439107 -0.0132383
internal_weight=0 0.00726431 0.00623675 0.0050477 0.00255763 0.00249006
internal_count=3910 3131 2735 2292 1462 830
is_linear=0
shrinkage=0.1


Tree=9536
num_leaves=6
num_cat=0
split_feature=160 42 49 52 4
split_gain=7.6653e-06 2.29185e-05 1.7591e-05 3.29311e-05 4.14825e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0058281973524688096 -0.011109554620631833 0.014053705149228275 -0.02129581552326297 0.012984232754398077 0.0049494820719527231
leaf_weight=0.0017893040430540658 0.0011681619851115462 0.0013841734849784557 0.0010372235078287275 0.0014353375719190174 0.0014359901847778029
leaf_count=1218 882 317 726 420 347
internal_value=0 0.001568 0.00436607 0.000935294 -0.00605735
internal_weight=0 0.00646089 0.00529272 0.00390855 0.00247321
internal_count=3910 2692 1810 1493 1073
is_linear=0
shrinkage=0.1


Tree=9537
num_leaves=6
num_cat=0
split_feature=52 151 16 2 2
split_gain=7.88037e-06 1.81391e-05 3.76695e-05 4.17643e-05 1.7694e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002 0.097940000000000013
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0018265824705465568 -0.014235526075611297 0.01398193376759424 0.0025958896392651062 -0.02230095227345499 0.014686178173084258
leaf_weight=0.0017489410060129132 0.0010241188039439046 0.0014166436315421584 0.0020014079553606397 0.0010157229191815661 0.0010317097640394966
leaf_count=694 372 413 1644 291 496
internal_value=0 -0.00224035 0.000530307 -0.00578568 0.00430018
internal_weight=0 0.00545789 0.00443377 0.00301713 0.00278065
internal_count=3910 2720 2348 1935 1190
is_linear=0
shrinkage=0.1


Tree=9538
num_leaves=6
num_cat=0
split_feature=52 4 0 0 16
split_gain=8.33558e-06 3.59302e-05 3.46466e-05 1.7988e-05 2.71199e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.077944999999999987 -0.10575999999999998 -0.27337499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.018267405107613485 0.0074527626773910746 -0.011651666951811884 0.014735196973324916 -0.012395973404671846 0.0082806491662355333
leaf_weight=0.001067365835414745 0.001260603169244345 0.0010378920053194748 0.0015102434437034616 0.0013566309892049542 0.0019941104463309825
leaf_count=255 673 233 824 1562 363
internal_value=0 -0.00138406 0.00167088 -0.00282489 0.00145757
internal_weight=0 0.00696624 0.00589888 0.00438863 0.003032
internal_count=3910 3237 2982 2158 596
is_linear=0
shrinkage=0.1


Tree=9539
num_leaves=7
num_cat=0
split_feature=15 43 42 16 0 16
split_gain=7.86549e-06 2.01457e-05 2.88164e-05 2.26284e-05 3.14564e-05 2.04684e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.15100500000000003 -0.089879999999999974 -0.073459999999999984
decision_type=2 2 2 2 2 2
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leaf_value=-0.0064945753110938797 0.013201574031215735 -0.010754149890905357 -0.015550274548383067 -0.010150373160914852 0.019051262153475385 0.0091966716689910986
leaf_weight=0.0015302390402662062 0.0011979994286323847 0.0010536627453934559 0.0011041475710762815 0.0010658217891628143 0.0012587401489339805 0.0010044546013631545
leaf_count=614 233 307 1204 323 1004 225
internal_value=0 0.00145317 -0.00111199 0.00252551 0.00659871 -0.00101724
internal_weight=0 0.00668483 0.00548683 0.00438268 0.00331686 0.00205812
internal_count=3910 3296 3063 1859 1536 532
is_linear=0
shrinkage=0.1


Tree=9540
num_leaves=7
num_cat=0
split_feature=160 42 42 1 4 3
split_gain=7.63091e-06 2.3646e-05 1.61807e-05 2.51237e-05 2.9027e-05 9.77406e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 0.089455000000000021 0.05309500000000001 -0.078494999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0058145249437502019 -0.011336236801138265 0.022106335643186641 -0.0066274301035117002 -0.012609581912465674 0.010855312080094151 0.0084243512504864719
leaf_weight=0.0017816727815894466 0.0011607236698345739 0.0010025014186440891 0.0010569057946960793 0.0010200344573329373 0.0010911083543963653 0.0010896391494397931
leaf_count=1218 882 446 610 397 232 125
internal_value=0 0.0015824 0.00443305 0.00721418 -0.000482149 0.0149804
internal_weight=0 0.00642091 0.00526019 0.00420328 0.00211114 0.00209214
internal_count=3910 2692 1810 1200 629 571
is_linear=0
shrinkage=0.1


Tree=9541
num_leaves=6
num_cat=0
split_feature=3 13 3 15 2
split_gain=8.2862e-06 3.58922e-05 2.52233e-05 1.79859e-05 2.66473e-05
threshold=-0.078884999999999997 -0.028919999999999998 -0.015794999999999997 -0.11399999999999998 0.097940000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.016709026668243251 0.0153880933621074 0.0061782109327169149 0.010317907262473667 -0.013380137510722298 0.0047110236067444506
leaf_weight=0.0012835536108937477 0.001150647529472945 0.0014698189574047938 0.0010184515127892716 0.0017371163778667881 0.0015324164922920942
leaf_count=1194 865 968 300 288 295
internal_value=0 -0.00449125 0.00224155 -0.00128623 -0.00490089
internal_weight=0 0.00275337 0.00543863 0.00428798 0.00326953
internal_count=3910 2162 1748 883 583
is_linear=0
shrinkage=0.1


Tree=9542
num_leaves=7
num_cat=0
split_feature=11 39 13 16 12 52
split_gain=3.32963e-05 1.79667e-05 5.42146e-05 4.14723e-05 3.36759e-05 3.82177e-05
threshold=1.0000000180025095e-35 0.005105000000000001 -0.094679999999999986 -0.19424999999999998 0.086935000000000012 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00033487031650191286 -0.00033812317507958561 0.00025492306412117376 -0.00041544774472876905 -9.0406576842542091e-05 -0.00026736496539310164 0.00037578949657189723
leaf_weight=0.0014373842266543349 0.0010175496224255906 0.0012449731145333749 0.0011977039132419071 0.0014784968785948765 0.0012368908264217236 0.0012456558608290992
leaf_count=331 304 445 230 512 1605 483
internal_value=0 3.88802e-05 -1.89638e-06 -9.57298e-05 9.43507e-07 0.000122768
internal_weight=0 0.0078411 0.00659613 0.00515875 0.00396104 0.00272415
internal_count=3910 3606 3161 2830 2600 995
is_linear=0
shrinkage=0.00196078


Tree=9543
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 0
split_gain=2.68101e-05 2.83452e-05 5.85048e-05 5.90054e-05 2.99145e-05 3.75441e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15100500000000003 0.0057500000000000008 -0.084304999999999977
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00025591444333093055 -0.00030309166273910824 -0.00027662625997165833 0.00038258058989583079 -0.00034389846231053218 0.00037648314595815745 0.00022277127219597263
leaf_weight=0.0011021947149694412 0.0010108464745486523 0.0010907534021435479 0.0018338496538063036 0.0015554087620790577 0.0011371032006520475 0.0012330545089939389
leaf_count=371 304 950 585 334 299 1067
internal_value=0 3.59243e-05 8.28813e-05 -2.66818e-05 0.000115882 -1.16369e-05
internal_weight=0 0.00795236 0.00685017 0.00501632 0.00346091 0.00232381
internal_count=3910 3606 3235 2650 2316 2017
is_linear=0
shrinkage=0.00196078


Tree=9544
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 2
split_gain=7.87076e-06 2.27092e-05 1.59939e-05 3.84695e-05 5.04456e-05 1.91843e-05
threshold=0.076710000000000014 0.047345000000000005 -1.0000000180025095e-35 0.09252500000000001 -0.0082299999999999995 0.096750000000000017
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 -5 5 -7
leaf_value=-0.013028373162732637 0.013372147124163592 0.005759818125050155 -0.011751550976905112 -0.016241500424882437 0.023484822232211322 0.0049396804825903523
leaf_weight=0.00142959668400952 0.0010255371326860115 0.0011696954306737971 0.001191356992453567 0.001153355633025461 0.0010595619166904576 0.0011779386220780422
leaf_count=1913 450 95 762 263 221 206
internal_value=0 -0.00457359 0.00208343 -0.000443073 0.004871 0.0137217
internal_weight=0 0.00259929 0.00560775 0.00458221 0.00342886 0.0022375
internal_count=3910 2008 1902 1452 1189 427
is_linear=0
shrinkage=0.1


Tree=9545
num_leaves=7
num_cat=0
split_feature=11 48 2 52 4 4
split_gain=3.06176e-05 2.74137e-05 3.82914e-05 4.04596e-05 7.33584e-05 3.02557e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.11260500000000001 0.086950000000000013 -0.076854999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00040043115684044355 -0.00031977187903126862 0.00029671822164416332 0.00030181019965923908 -0.00038827737419695003 -0.00038624949094025012 8.6883514977334452e-06
leaf_weight=0.0012882934022255339 0.0010555652446092535 0.0012954574643495821 0.0012120816371867151 0.0012834998127973958 0.0012864846389882985 0.0017744011459915167
leaf_count=678 304 337 471 853 823 444
internal_value=0 3.51632e-05 -1.43394e-05 -8.23708e-05 7.90618e-06 -0.000157303
internal_weight=0 0.00814022 0.00684476 0.00563268 0.00434918 0.00306089
internal_count=3910 3606 3269 2798 1945 1267
is_linear=0
shrinkage=0.00196078


Tree=9546
num_leaves=7
num_cat=0
split_feature=15 43 42 15 1 52
split_gain=7.81183e-06 1.73444e-05 2.44567e-05 1.98215e-05 2.60695e-05 2.17096e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 1.0000000180025095e-35 0.094485000000000013 -0.064794999999999978
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0064638090550512813 0.012346246671544577 0.010885317579629478 -0.014225151086970707 -0.0085980951177861368 0.019536010807711387 -0.0092632815197921207
leaf_weight=0.0015329320002906745 0.0011989670784880984 0.001012271281932927 0.0011049302675240433 0.0011879355840263535 0.001039434430823708 0.0011336455515626696
leaf_count=614 233 341 1204 772 362 384
internal_value=0 0.00145196 -0.000932377 0.0024261 0.00653743 0.00024121
internal_weight=0 0.00667718 0.00547822 0.00437329 0.00318535 0.00214592
internal_count=3910 3296 3063 1859 1087 725
is_linear=0
shrinkage=0.1


Tree=9547
num_leaves=7
num_cat=0
split_feature=157 160 49 13 1 2
split_gain=2.44494e-05 5.17438e-05 3.63608e-05 6.21332e-05 5.06572e-05 3.25608e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.089635000000000006 -0.070604999999999987 0.090820000000000012 0.098195000000000018
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=0.00028502523423666501 -0.00042297205151962876 1.2660553188803776e-06 0.00036646009059773492 5.9175273664926259e-05 -0.00041115748074726789 0.00045932325058812266
leaf_weight=0.0010076078700323237 0.0011562255446132619 0.0013121368875311248 0.001022533172104427 0.0016071819938435403 0.0019469928172626356 0.0010941813952391978
leaf_count=587 813 585 387 815 535 188
internal_value=0 -3.87633e-05 2.48526e-05 -3.37507e-05 -0.000198475 0.00020955
internal_weight=0 0.00813925 0.00698303 0.00596049 0.00355417 0.00240632
internal_count=3910 3323 2510 2123 1350 773
is_linear=0
shrinkage=0.00196078


Tree=9548
num_leaves=6
num_cat=0
split_feature=4 16 2 2 4
split_gain=7.61266e-06 1.76111e-05 4.69621e-05 5.86118e-05 3.37289e-05
threshold=0.24280000000000004 -0.089864999999999987 0.106285 0.087005000000000013 -0.029114999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01073826556199654 0.0056202915215703749 0.019123133656152255 0.018698181370538195 -0.019753685247933445 -0.0060677912500829989
leaf_weight=0.0016015569051447617 0.001850453389234734 0.00104224014209119 0.0011787985171449176 0.0014580252394710658 0.0010846598238865529
leaf_count=667 549 781 477 1009 427
internal_value=0 -0.00166662 0.00138325 -0.00431026 0.00627646
internal_weight=0 0.00636528 0.00476372 0.00358493 0.0021269
internal_count=3910 3361 2694 2217 1208
is_linear=0
shrinkage=0.1


Tree=9549
num_leaves=7
num_cat=0
split_feature=50 4 51 16 2 0
split_gain=1.28465e-05 2.24999e-05 2.84776e-05 2.46887e-05 4.2902e-05 1.90718e-05
threshold=0.084340000000000012 0.28937500000000005 0.077145000000000005 0.0054700000000000009 0.096540000000000015 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00041101906939183287 -0.00021296932159768815 0.00028443494253603915 0.00026284901126419395 -0.00019359091535573795 0.00031163102751889215 -8.1926817548930587e-05
leaf_weight=0.0010633343368476214 0.0010033783319767465 0.0010865793231406079 0.0011354994497048262 0.0012799604125994205 0.0013051167678647343 0.0018636644939513986
leaf_count=231 731 396 321 370 381 1480
internal_value=0 2.2849e-05 -1.99086e-05 -7.81572e-05 6.14783e-05 -0.000201481
internal_weight=0 0.00773415 0.00664758 0.00551208 0.00258508 0.002927
internal_count=3910 3179 2783 2462 751 1711
is_linear=0
shrinkage=0.00196078


Tree=9550
num_leaves=7
num_cat=0
split_feature=11 13 3 48 42 43
split_gain=2.81975e-05 2.64011e-05 2.82537e-05 5.62292e-05 6.88903e-05 3.95452e-05
threshold=1.0000000180025095e-35 -0.091229999999999992 0.11265500000000002 0.085425000000000015 -0.082904999999999993 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.0002477963614662114 -0.00030722384320997382 0.00034149212722596223 -0.00028425936872951033 0.0004222363920562671 3.8359671076091162e-06 -0.00048013153237141585
leaf_weight=0.0018021234929373065 0.0010194497850159979 0.0010878415645929431 0.0012569964358207439 0.0011595724716991261 0.0012564740222141856 0.0013428558906980928
leaf_count=489 304 484 134 466 846 1187
internal_value=0 3.92648e-05 -2.2304e-05 4.56338e-05 -7.28033e-05 -0.000246189
internal_weight=0 0.00790586 0.00610374 0.00484674 0.00368717 0.00259933
internal_count=3910 3606 3117 2983 2517 2033
is_linear=0
shrinkage=0.00196078


Tree=9551
num_leaves=7
num_cat=0
split_feature=51 15 16 0 2 15
split_gain=1.12701e-05 2.35844e-05 5.35121e-05 5.06185e-05 3.17234e-05 2.6095e-05
threshold=0.08955500000000001 -0.16430499999999995 -0.30307999999999996 -0.10575999999999998 0.096540000000000015 -0.016339999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00030091571900667122 -0.00018194335560220586 -0.0004274586488970314 0.00036157957247466229 5.2363994121638294e-05 0.00017238292731811802 -0.00035243723592892184
leaf_weight=0.0010016902130862027 0.0012264691252899546 0.0010513878856619795 0.0015067284340439628 0.0010169398774741924 0.0014421152176809847 0.0015385584944856987
leaf_count=407 487 299 247 552 538 1380
internal_value=0 2.06954e-05 -2.21212e-05 5.53025e-05 -6.01354e-05 -0.00019135
internal_weight=0 0.00755742 0.00655573 0.00550434 0.00399761 0.0025555
internal_count=3910 3423 3016 2717 2470 1932
is_linear=0
shrinkage=0.00196078


Tree=9552
num_leaves=6
num_cat=0
split_feature=2 48 13 3 16
split_gain=8.12917e-06 3.19288e-05 4.48508e-05 4.06004e-05 4.04911e-05
threshold=0.12068000000000001 0.092755000000000018 -0.083514999999999992 -0.075679999999999983 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.011907182878915193 -0.0076271252895514065 0.017800537705770593 -0.019784093803206775 -0.014656590597999517 0.010431711680893525
leaf_weight=0.0017684364646919342 0.0012034329468553857 0.0010016486472690031 0.0015749726468767588 0.0010690485306545979 0.0016153483013539305
leaf_count=936 441 315 1431 302 485
internal_value=0 0.0012675 -0.00147982 -0.00703793 0.000440412
internal_weight=0 0.00702945 0.00602781 0.00425937 0.0026844
internal_count=3910 3469 3154 2218 787
is_linear=0
shrinkage=0.1


Tree=9553
num_leaves=8
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split_feature=11 4 1 2 3 52 47
split_gain=1.89441e-05 1.92578e-05 4.41004e-05 5.79377e-05 4.9704e-05 4.11613e-05 2.77245e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 1.0000000180025095e-35 0.089785000000000018 0.11818000000000002 0.084240000000000023 0.092255000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0004594069696655765 -0.00025435793715248282 -0.00037262830128444581 -0.00037217349977180614 0.00055385918338729913 -2.568873247195318e-05 -6.8033071655330965e-05 6.9845457312288589e-05
leaf_weight=0.0010833556278016889 0.0010127150543081534 0.0011553903026974011 0.0011932724153632481 0.0011869170961051464 0.0010927631662641726 0.0011978098172514286 0.0010050775509742372
leaf_count=354 304 1549 662 321 185 327 208
internal_value=0 3.04613e-05 -3.10863e-05 5.7036e-05 0.000276053 0.000182455 -0.000170084
internal_weight=0 0.00791459 0.00563342 0.00447803 0.00227968 0.00228117 0.00219835
internal_count=3910 3606 2925 1376 506 681 870
is_linear=0
shrinkage=0.00196078


Tree=9554
num_leaves=6
num_cat=0
split_feature=43 43 48 16 1
split_gain=7.799e-06 2.15432e-05 1.64916e-05 3.10484e-05 4.04506e-05
threshold=-0.057994999999999998 -0.093039999999999984 0.086125000000000021 -0.087089999999999987 0.090820000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0034212233001367923 0.012234143512752784 0.013691522039744386 -0.010897684722717113 -0.019500551554143659 0.0080651737709962392
leaf_weight=0.0016866254811381252 0.0015236573815948437 0.0013047223855465547 0.0015793300465332736 0.0011245915154055755 0.0010108178252069479
leaf_count=602 644 1172 364 733 395
internal_value=0 0.00404276 -0.00235723 0.001329 -0.00645203
internal_weight=0 0.00299135 0.0052384 0.00365907 0.00213541
internal_count=3910 1774 2136 1772 1128
is_linear=0
shrinkage=0.1


Tree=9555
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 16
split_gain=3.66052e-05 2.23872e-05 4.1645e-05 5.41082e-05 3.47192e-05 3.50206e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15737500000000001 -0.0030249999999999995 -0.089559999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022434644615363029 -0.00035737571829469141 0.00033714979972746233 0.00033282140558781964 -0.00034050255435113272 0.00020173125155078478 -0.00030777741277133373
leaf_weight=0.0010877446314980152 0.00102220590090991 0.0015328250990146925 0.0018170672987909671 0.0014025103676370805 0.0010415697867260602 0.0010330943210427579
leaf_count=371 304 1760 585 327 135 428
internal_value=0 3.69073e-05 7.85324e-05 -1.36951e-05 0.00011336 -5.19824e-05
internal_weight=0 0.00791481 0.00682707 0.00501 0.00360749 0.00207466
internal_count=3910 3606 3235 2650 2323 563
is_linear=0
shrinkage=0.00196078


Tree=9556
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 12
split_gain=2.19935e-05 2.26283e-05 4.80208e-05 4.45514e-05 2.71073e-05 2.01369e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.076384999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022728445968502357 -0.00027332257374714208 0.00035531221344461668 0.00035244259761331871 -0.00033686713483310629 0.00011666382017241611 -0.00023766104118667835
leaf_weight=0.0010965620809194054 0.0010121412657026693 0.0010392699023790372 0.0017815883451319289 0.0012863936559933714 0.0016086596339224702 0.0010000083172058737
leaf_count=371 304 1027 585 316 309 998
internal_value=0 3.38698e-05 7.65105e-05 -2.31174e-05 8.7522e-05 -1.91633e-05
internal_weight=0 0.00781248 0.00671592 0.00493433 0.00364794 0.00260867
internal_count=3910 3606 3235 2650 2334 1307
is_linear=0
shrinkage=0.00196078


Tree=9557
num_leaves=8
num_cat=0
split_feature=50 484 1 2 48 4 52
split_gain=1.02473e-05 2.47471e-05 2.27051e-05 3.71435e-05 4.51226e-05 2.28899e-05 4.94645e-05
threshold=0.08568000000000002 0.083810000000000009 0.12263000000000002 0.113945 0.085425000000000015 0.05309500000000001 0.086635000000000004
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00051009969169973446 -0.00018895917887531074 0.0003089489026132512 0.00025062063719261834 -0.00040493833249816965 0.00030783718335336031 0.00012313268308496121 7.4339085854084863e-05
leaf_weight=0.0011640677071932449 0.0010042978362550465 0.0010020365697070207 0.0010004110641410411 0.0010380792749182252 0.0013448329838395665 0.0010273533879723265 0.0010672126162114656
leaf_count=881 727 423 277 322 388 326 566
internal_value=0 2.17137e-05 -2.162e-05 -6.98962e-05 5.65561e-06 -0.000119054 -0.000230565
internal_weight=0 0.00764399 0.00664196 0.00564155 0.00460347 0.00325863 0.00223128
internal_count=3910 3183 2760 2483 2161 1773 1447
is_linear=0
shrinkage=0.00196078


Tree=9558
num_leaves=6
num_cat=0
split_feature=0 52 150 2 4
split_gain=1.32075e-05 2.46784e-05 4.00557e-05 4.29313e-05 2.5539e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 0.10679500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00031023136792569447 0.00014029750379975823 0.00023977406440699845 0.00032581340460355914 -0.00035246647572963614 -0.00012303143668654365
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leaf_count=597 446 1514 403 417 533
internal_value=0 -4.5332e-05 7.50902e-06 -7.81056e-05 5.69862e-05
internal_weight=0 0.00677837 0.00565111 0.0044533 0.00298401
internal_count=3910 3464 2867 2464 2047
is_linear=0
shrinkage=0.00196078


Tree=9559
num_leaves=7
num_cat=0
split_feature=50 4 151 4 1 3
split_gain=1.23298e-05 2.83802e-05 2.78069e-05 4.44067e-05 3.75453e-05 2.95654e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.013199999999999998 0.095575000000000007 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00023793401197426571 -0.00020373711397373876 0.00032026929229548917 -7.3796436922072547e-05 -0.00055875789730970441 -7.7359043767954094e-05 0.00034810514324650941
leaf_weight=0.0012704313945615421 0.0010174099774933635 0.0010818601382370369 0.0016217128029147342 0.0010285702666539579 0.0015792297625151597 0.0010533817497710325
leaf_count=452 747 396 1319 645 193 158
internal_value=0 2.60487e-05 -2.25229e-05 -8.51576e-05 -0.000267233 9.23373e-05
internal_weight=0 0.00763519 0.00655333 0.00528289 0.0026078 0.00267509
internal_count=3910 3163 2767 2315 838 1477
is_linear=0
shrinkage=0.00196078


Tree=9560
num_leaves=6
num_cat=0
split_feature=0 42 15 2 1
split_gain=7.47242e-06 1.74191e-05 3.12546e-05 4.00934e-05 5.59245e-05
threshold=1.0000000180025095e-35 0.088115000000000013 0.024640000000000006 0.11230000000000001 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0054531509255068174 0.0061538480811169412 0.0080207351393568934 -0.018701435575707592 -0.014649739190786529 0.023421600998542735
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leaf_count=896 394 1157 890 314 259
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internal_weight=0 0.00668856 0.005196 0.00403583 0.00274949
internal_count=3910 3516 2359 1469 1155
is_linear=0
shrinkage=0.1


Tree=9561
num_leaves=7
num_cat=0
split_feature=11 2 16 3 16 1
split_gain=2.63793e-05 3.13487e-05 5.28598e-05 5.95442e-05 3.21044e-05 4.20241e-05
threshold=1.0000000180025095e-35 0.096540000000000015 -0.075409999999999991 0.12046500000000002 -0.083564999999999987 0.090355000000000005
decision_type=2 2 2 2 2 2
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leaf_value=0.00011823830975150995 -0.00030218163000600201 -0.00011969553922615038 0.00068418127565318156 4.0956974393930334e-05 -0.00050144740800278577 8.986586864726276e-06
leaf_weight=0.0017811119946807277 0.0010266813930257411 0.0015097894082226498 0.0010848546205051326 0.0011293057992818175 0.0011507293474148658 0.0013448690157415123
leaf_count=836 304 458 545 113 1164 490
internal_value=0 3.16757e-05 0.000163207 0.000356112 -8.28555e-05 -0.000226376
internal_weight=0 0.00800066 0.00372395 0.00221416 0.00427671 0.0024956
internal_count=3910 3606 1116 658 2490 1654
is_linear=0
shrinkage=0.00196078


Tree=9562
num_leaves=7
num_cat=0
split_feature=3 39 1 48 3 12
split_gain=7.62422e-06 2.34876e-05 2.17193e-05 3.03767e-05 3.21646e-05 2.12088e-05
threshold=0.13772500000000001 0.005105000000000001 0.092010000000000022 0.083775000000000002 -0.088024999999999978 0.090840000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 -3 5 -5 -6 -7
leaf_value=0.0070108615596629819 0.0074024804781823508 0.012544418540314206 -0.0030363257703735951 0.016011981611962395 -0.01657754574826192 -0.021101755738277588
leaf_weight=0.0011695365403735507 0.0011794046919961455 0.0010471352258932609 0.0016040380038979689 0.0010280075730387649 0.0011430479151261939 0.0010924604927657143
leaf_count=593 239 424 304 355 1533 462
internal_value=0 -0.00128123 -0.0036793 0.00170957 -0.00464825 -0.0103554
internal_weight=0 0.00708423 0.00603709 0.00334059 0.00231258 0.0026965
internal_count=3910 3671 3247 2481 2126 766
is_linear=0
shrinkage=0.1


Tree=9563
num_leaves=7
num_cat=0
split_feature=2 52 3 15 1 16
split_gain=1.18931e-05 5.55828e-05 3.86412e-05 6.55672e-05 6.23459e-05 2.74216e-05
threshold=0.11005500000000001 0.086950000000000013 -0.089974999999999986 -0.0039399999999999991 0.095575000000000007 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=-0.0002743938680570775 -0.00012634991399054402 -0.00040025013538771742 -0.00040318365638611386 0.00044678150254686669 0.00026919715690699699 0.00028095991121699536
leaf_weight=0.0010986085266834508 0.0011065434824837339 0.0013616773475721069 0.0011053151332820763 0.0015802338897349432 0.0010189809958728343 0.0014927700210755435
leaf_count=522 253 913 737 685 298 502
internal_value=0 -5.05744e-05 4.85578e-05 0.000144332 -8.06565e-05 0.000107566
internal_weight=0 0.00616482 0.00480314 0.00370453 0.0021243 0.00259931
internal_count=3910 3155 2242 1720 1035 755
is_linear=0
shrinkage=0.00196078


Tree=9564
num_leaves=6
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split_feature=4 4 2 2 2
split_gain=7.29625e-06 1.77069e-05 2.36758e-05 2.0698e-05 2.71055e-05
threshold=0.24280000000000004 -1.0000000180025095e-35 0.086915000000000006 0.084235000000000018 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.014396609651625609 0.0054607036016732988 -0.019789691050250715 0.00065889378815355872 -0.012815827138633712 0.0062092043337073858
leaf_weight=0.0010489367810214544 0.0018660159164061753 0.001045342734400457 0.0012353284917696679 0.0013025973770705922 0.0017616510415583149
leaf_count=798 549 269 497 1196 601
internal_value=0 -0.00164648 -0.00871369 0.00227214 -0.00187825
internal_weight=0 0.00639386 0.00228067 0.00411319 0.00306425
internal_count=3910 3361 766 2595 1797
is_linear=0
shrinkage=0.1


Tree=9565
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 2
split_gain=3.35373e-05 2.14604e-05 3.8622e-05 5.32934e-05 3.21778e-05 1.6558e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.076384999999999995 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00021623795122025204 -0.00034152103371316584 0.00040218355675695859 0.00032720833289187965 -0.00035220557867558344 0.00015313874051176479 -0.00015928357182510186
leaf_weight=0.0010859471694277412 0.0010015941789860349 0.0010482178537338897 0.0017941125657065897 0.0012847750575254229 0.0012921207244831476 0.001316938208893605
leaf_count=371 304 1027 585 316 605 702
internal_value=0 3.9555e-05 8.07918e-05 -8.66479e-06 0.000112019 -4.5583e-06
internal_weight=0 0.00782211 0.00673616 0.00494205 0.00365728 0.00260906
internal_count=3910 3606 3235 2650 2334 1307
is_linear=0
shrinkage=0.00196078


Tree=9566
num_leaves=7
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split_feature=11 16 2 16 13 16
split_gain=2.46993e-05 2.75098e-05 3.04614e-05 4.82419e-05 2.9512e-05 3.94827e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15737500000000001 -0.0030249999999999995 -0.089559999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00025451927425495618 -0.00029341260062303736 0.00032840751754957607 0.00029751929369563199 -0.00030602622786141684 0.00023620720378800836 -0.00030667858087370591
leaf_weight=0.0011039755920896994 0.001007327165972874 0.0015229545246574832 0.0018048839009807659 0.001416256011411687 0.0010442969531361918 0.00101628654173189
leaf_count=371 304 1760 585 327 135 428
internal_value=0 3.25896e-05 7.91695e-05 3.4709e-07 0.000121429 -3.15458e-05
internal_weight=0 0.00790865 0.00680468 0.00499979 0.00358354 0.00206058
internal_count=3910 3606 3235 2650 2323 563
is_linear=0
shrinkage=0.00196078


Tree=9567
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 0
split_gain=3.59353e-05 2.2141e-05 4.78883e-05 4.54277e-05 3.38666e-05 1.33463e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 -0.076384999999999995 -0.083814999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022029777050198475 -0.00035551160684894087 0.00038845856640609461 0.00035462839820529671 -0.00033246920139599873 -0.00013776900702177513 0.00015052646815186447
leaf_weight=0.0011006647130078449 0.0010083679199104677 0.00105878666562088 0.0017900619361327997 0.0013117902551877531 0.0016107307363615918 0.0010010588428564873
leaf_count=371 304 1027 585 316 531 776
internal_value=0 3.76313e-05 7.95503e-05 -1.92796e-05 9.26481e-05 -2.72698e-05
internal_weight=0 0.00787309 0.00677243 0.00498237 0.00367058 0.00261179
internal_count=3910 3606 3235 2650 2334 1307
is_linear=0
shrinkage=0.00196078


Tree=9568
num_leaves=7
num_cat=0
split_feature=51 160 1 12 43 1
split_gain=7.29582e-06 2.02386e-05 1.85452e-05 3.846e-05 3.4383e-05 3.52132e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.11561500000000001 0.092365000000000017 -0.0037249999999999996 0.089455000000000021
decision_type=2 2 2 2 2 2
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leaf_value=0.007088157951498102 -0.012677852699096218 -0.0091452142661041149 0.013440308263754617 -0.016160677226969622 0.023610779008953618 -0.0016100443917699135
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leaf_count=515 1009 870 308 652 358 198
internal_value=0 -0.00128241 0.00123231 -0.00139329 0.00407623 0.0115605
internal_weight=0 0.00706251 0.00578573 0.00476164 0.00347469 0.00221873
internal_count=3910 3395 2386 2078 1426 556
is_linear=0
shrinkage=0.1


Tree=9569
num_leaves=7
num_cat=0
split_feature=11 2 1 150 0 52
split_gain=2.68723e-05 2.45344e-05 2.92911e-05 2.5517e-05 6.08358e-05 3.72609e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.095575000000000007 0.083435000000000023 -0.11756999999999999 0.048695000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
leaf_value=-0.000268342098761403 -0.0003045343353299374 -0.00027986659612298407 0.00010950113955918472 0.00039549704876257706 0.00050355565242489019 -1.8088460807324438e-06
leaf_weight=0.0017313322855102753 0.0010017807345740716 0.0013524082418729997 0.0014489741133931523 0.0010545071761144682 0.0011031650973973067 0.0011411690518220213
leaf_count=1553 304 246 455 239 623 490
internal_value=0 3.65287e-05 -9.61936e-05 0.000127278 4.86404e-05 0.000246595
internal_weight=0 0.00783156 0.00318031 0.00465125 0.00359674 0.00224433
internal_count=3910 3606 2008 1598 1359 1113
is_linear=0
shrinkage=0.00196078


Tree=9570
num_leaves=7
num_cat=0
split_feature=11 16 2 16 13 16
split_gain=2.66342e-05 2.14561e-05 2.99601e-05 4.96848e-05 3.93458e-05 3.982e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15737500000000001 -0.0030249999999999995 -0.089559999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00021936434889786901 -0.00030321177095108461 0.00035795403083377326 0.00029151350499712563 -0.00031657269629978182 0.00021184297693471567 -0.00033683167880194608
leaf_weight=0.0011059794177871295 0.0010181562572869453 0.0015226877929305008 0.0018050586534284156 0.0013990840150449654 0.0010309215440097897 0.0010036340233017436
leaf_count=371 304 1760 585 327 135 428
internal_value=0 3.38188e-05 7.52327e-05 -3.53524e-06 0.000119584 -5.88149e-05
internal_weight=0 0.00786737 0.00676139 0.00495633 0.00355724 0.00203456
internal_count=3910 3606 3235 2650 2323 563
is_linear=0
shrinkage=0.00196078


Tree=9571
num_leaves=7
num_cat=0
split_feature=484 1 43 2 12 3
split_gain=8.26356e-06 2.24056e-05 3.18355e-05 5.40996e-05 2.79824e-05 1.95548e-05
threshold=0.084225000000000008 0.122185 -0.07526999999999999 0.090050000000000005 0.088375000000000023 0.0066850000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.022519779373928794 0.0083598337630710357 0.011172979935153052 0.0065533123778512949 -0.0096478713818555217 -0.022143985589190687 -0.01045223319575196
leaf_weight=0.0010344543566639683 0.0010245719021358774 0.0012127402036641328 0.0011304137543941125 0.0010570854717716087 0.0011482084367702584 0.0016828417727437189
leaf_count=690 470 337 647 495 985 286
internal_value=0 -0.00123324 -0.00371887 0.00626192 -0.00898845 -0.00361912
internal_weight=0 0.00726574 0.006053 0.00209154 0.00396146 0.00281326
internal_count=3910 3440 3103 1185 1918 933
is_linear=0
shrinkage=0.1


Tree=9572
num_leaves=7
num_cat=0
split_feature=42 40 2 13 48 16
split_gain=2.49759e-05 3.68414e-05 4.57825e-05 3.61202e-05 5.47444e-05 2.80907e-05
threshold=-0.090359999999999982 -0.018084999999999997 0.11934000000000002 -0.094679999999999986 0.083775000000000002 -0.008069999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.00029270137516265341 0.00037690558000535876 0.00032865191054103375 -0.00038374834877146695 -0.00038078973700734066 0.00027795087388863328 2.1703523420914107e-06
leaf_weight=0.0010003028177955836 0.0010569672251801018 0.0013914279374159112 0.0010959292868073971 0.0014580153472008028 0.0014507998575751333 0.0014878976553715645
leaf_count=440 363 342 300 1369 356 740
internal_value=0 3.60651e-05 -1.62669e-05 5.33122e-05 -3.38246e-05 -0.000187367
internal_weight=0 0.00794104 0.00688407 0.00578814 0.00439671 0.00294591
internal_count=3910 3470 3107 2807 2465 2109
is_linear=0
shrinkage=0.00196078


Tree=9573
num_leaves=6
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split_feature=2 160 43 52 16
split_gain=7.45482e-06 3.00669e-05 2.46861e-05 2.32058e-05 4.59764e-05
threshold=0.086650000000000019 0.084835000000000008 -0.0037249999999999996 0.091210000000000013 -0.095109999999999986
decision_type=2 2 2 2 2
left_child=2 3 -1 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.012676970676186745 0.0053018677189523578 0.016805909900018061 0.005470211693838347 0.0084029368121762201 -0.020855995058405064
leaf_weight=0.0015713137940286093 0.0014053981673128612 0.0011148404863596285 0.0014334455794513313 0.0014741266340756879 0.0012875219522559525
leaf_count=1108 341 343 515 597 1006
internal_value=0 0.0022192 -0.00401971 -0.00168328 -0.00720456
internal_weight=0 0.00528189 0.00300476 0.00416705 0.00269292
internal_count=3910 2287 1623 1944 1347
is_linear=0
shrinkage=0.1


Tree=9574
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=8.15107e-06 2.21631e-05 3.00703e-05 3.93645e-05 2.53317e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.082070000000000018 -0.0037249999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015532477264014031 -0.0081672181830004971 0.011166675133193681 -0.015190068190315166 0.016052683596472453 0.0036168760379577608
leaf_weight=0.0012054232336703003 0.0010737155943601031 0.0016962591411999505 0.0013013638391209869 0.0013792815124228511 0.0016181212997036687
leaf_count=1160 647 696 392 419 596
internal_value=0 0.00117274 -0.00190715 0.00220578 -0.00455834
internal_weight=0 0.00720045 0.00550419 0.00420283 0.00282354
internal_count=3910 3263 2567 2175 1756
is_linear=0
shrinkage=0.1


Tree=9575
num_leaves=7
num_cat=0
split_feature=484 1 43 2 2 2
split_gain=8.52874e-06 2.19677e-05 3.10185e-05 4.54805e-05 2.95675e-05 2.80276e-05
threshold=0.084225000000000008 0.122185 -0.07526999999999999 0.090050000000000005 0.089910000000000004 0.10362500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.02115261648659145 0.0085112416447650201 0.011042884605227687 -0.020713886691657343 -0.0084356108589031496 0.0097537284864862434 -0.011427138150941346
leaf_weight=0.0010263138813150468 0.0010230095453843463 0.0012117113650558795 0.0013814535535274582 0.0010520100672282422 0.0010736918794453101 0.0014940927129269762
leaf_count=690 470 337 1052 495 412 454
internal_value=0 -0.00124326 -0.00371313 0.00617559 -0.00891716 -0.00257058
internal_weight=0 0.00723927 0.00602756 0.00207832 0.00394924 0.00256778
internal_count=3910 3440 3103 1185 1918 866
is_linear=0
shrinkage=0.1


Tree=9576
num_leaves=6
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split_feature=2 52 3 15 2
split_gain=8.49296e-06 3.9878e-05 3.75967e-05 6.31186e-05 3.01689e-05
threshold=0.11005500000000001 0.086950000000000013 -0.089974999999999986 -0.017214999999999998 0.11934000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.014482899890580082 0.016076709008227726 -0.017737715991078439 -0.0053655922406116953 0.021622378480154907 -0.0060758021761793965
leaf_weight=0.0010311061893384498 0.0012174881190492163 0.0012753201442705911 0.0018528050433255848 0.0016280861971152923 0.0012418413401574743
leaf_count=522 290 913 864 856 465
internal_value=0 -0.00212412 0.00228907 0.00725725 0.00489077
internal_weight=0 0.00578732 0.004512 0.00348089 0.00245933
internal_count=3910 3155 2242 1720 755
is_linear=0
shrinkage=0.1


Tree=9577
num_leaves=6
num_cat=0
split_feature=4 39 3 49 43
split_gain=8.4536e-06 1.73862e-05 3.50635e-05 2.8968e-05 3.29987e-05
threshold=0.27020000000000005 0.083240000000000022 0.10856000000000002 -0.010424999999999999 -0.074254999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.016668567242664196 0.0071642908875694487 -0.013557453023754294 0.015293770037966822 0.012715906362759356 -0.007292258572746034
leaf_weight=0.001217137599773105 0.001363347817015804 0.0010122717841516988 0.0012762105074474927 0.0014493947931622363 0.001911257359790409
leaf_count=360 472 269 172 995 1642
internal_value=0 -0.0014565 0.000635995 -0.00345035 0.00133694
internal_weight=0 0.00686627 0.005854 0.00457779 0.00336065
internal_count=3910 3438 3169 2997 2637
is_linear=0
shrinkage=0.1


Tree=9578
num_leaves=7
num_cat=0
split_feature=51 484 150 16 4 52
split_gain=7.92748e-06 2.39684e-05 1.5085e-05 4.27239e-05 3.10535e-05 3.01331e-05
threshold=0.08955500000000001 0.073820000000000011 0.082085000000000019 -0.45301499999999995 0.05309500000000001 0.071660000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.021933524645054398 -0.0077255314660857263 0.015357643987941157 0.0098027654467939228 -0.015585558847215282 0.013988078661338896 0.005467557593956689
leaf_weight=0.0010003204567181241 0.0011499851552625017 0.0010261292020521239 0.0010372854077251954 0.0013369465423551121 0.0012840507012700951 0.0013832296174516455
leaf_count=216 487 456 314 1108 444 885
internal_value=0 0.00122721 -0.00117267 -0.00344753 0.00117057 -0.00487989
internal_weight=0 0.00706796 0.00604183 0.00500455 0.00400423 0.00272018
internal_count=3910 3423 2967 2653 2437 1993
is_linear=0
shrinkage=0.1


Tree=9579
num_leaves=6
num_cat=0
split_feature=4 151 4 13 16
split_gain=1.19977e-05 2.09645e-05 3.5463e-05 3.20804e-05 1.49212e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.0021099999999999995 -0.0030249999999999995 -0.092424999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0001885071915267245 0.00016241138484625998 0.00021503615785044346 -0.00044678250714557245 -0.00016184554677511242 -0.00013126466340374502
leaf_weight=0.0013125380009728514 0.0014135112371351172 0.0018614396512268419 0.001047711588500705 0.0016275924447512894 0.0012806158162158104
leaf_count=561 472 1446 341 664 426
internal_value=0 -3.53326e-05 -8.58363e-05 3.92253e-05 -0.000273243
internal_weight=0 0.0071299 0.00581736 0.00348903 0.00232833
internal_count=3910 3438 2877 2110 767
is_linear=0
shrinkage=0.00196078


Tree=9580
num_leaves=6
num_cat=0
split_feature=4 151 4 13 16
split_gain=8.34942e-06 1.63915e-05 3.45835e-05 3.10038e-05 1.49604e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.0021099999999999995 -0.0030249999999999995 -0.092424999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0088565807369844589 0.0071389250020005846 0.011622951208088629 -0.022438231599497468 -0.0076495088272352327 -0.0059995958632890903
leaf_weight=0.0012604691755801565 0.0013576799098574989 0.001793698739936864 0.0010067654601095528 0.0015612829387441328 0.0012299897956036495
leaf_count=561 472 1446 341 664 426
internal_value=0 -0.00144494 -0.00376707 0.00265427 -0.0133986
internal_weight=0 0.00685221 0.00559174 0.00335498 0.00223676
internal_count=3910 3438 2877 2110 767
is_linear=0
shrinkage=0.1


Tree=9581
num_leaves=6
num_cat=0
split_feature=4 1 3 1 16
split_gain=7.86457e-06 1.69766e-05 2.4019e-05 2.23628e-05 1.07572e-05
threshold=0.24280000000000004 0.11215000000000001 -0.078884999999999997 0.090740000000000015 -0.0049699999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0076821747055648053 0.0057061541365439035 -0.01158657417465163 0.0076855172367874466 0.018630972905207231 -0.006903247381066329
leaf_weight=0.0019413948221682601 0.0018540358479222536 0.00136304756494078 0.0010213745482993025 0.0010194569877799687 0.0010005733738989863
leaf_count=1948 549 290 432 398 293
internal_value=0 -0.00169735 0.00100785 0.00655489 0.000466177
internal_weight=0 0.00634585 0.0049828 0.0030414 0.00202195
internal_count=3910 3361 3071 1123 725
is_linear=0
shrinkage=0.1


Tree=9582
num_leaves=8
num_cat=0
split_feature=11 2 3 16 0 4 52
split_gain=2.14597e-05 2.70554e-05 4.95241e-05 3.53833e-05 2.56019e-05 3.706e-05 2.12385e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.13514000000000004 -0.084304999999999977 0.0057500000000000008 0.0053050000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00036968844484748016 -0.00027277082100182174 0.00047007703062257978 -0.00016399472076712333 -0.00039728327664345978 0.00026962164857438615 0.00015113993333922498 0.00020876427330671567
leaf_weight=0.0010193920504067097 0.0010052940350420347 0.0012563317432128618 0.001419475589761436 0.0010038252830307905 0.0010841148153203544 0.001083618362607047 0.0010028325802107386
leaf_count=898 304 740 278 253 1053 286 98
internal_value=0 3.14578e-05 0.000154172 -7.62552e-05 2.48567e-05 -0.000101321 -9.67296e-06
internal_weight=0 0.00786959 0.00367864 0.00419095 0.00318713 0.00210301 0.00242231
internal_count=3910 3606 1116 2490 2237 1184 376
is_linear=0
shrinkage=0.00196078


Tree=9583
num_leaves=6
num_cat=0
split_feature=0 42 43 16 52
split_gain=8.15631e-06 1.58797e-05 3.09805e-05 6.22579e-05 4.57332e-05
threshold=-1.0000000180025095e-35 0.088115000000000013 -0.0037249999999999996 -0.19424999999999998 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.016532591025624148 0.0064853935411950921 0.0075499347450217469 -0.020436525542383156 -0.004065747677916366 0.022033031295861399
leaf_weight=0.0014562401061083961 0.0015593280147218501 0.001487958229842077 0.0010133782653080031 0.0013780673416537881 0.0013093511649201852
leaf_count=1415 394 1157 225 291 428
internal_value=0 -0.00155083 -0.00417667 0.000685304 0.00864997
internal_weight=0 0.006645 0.00515704 0.0037008 0.00268742
internal_count=3910 3516 2359 944 719
is_linear=0
shrinkage=0.1


Tree=9584
num_leaves=6
num_cat=0
split_feature=4 2 48 16 13
split_gain=8.31831e-06 1.51847e-05 2.11597e-05 3.42596e-05 2.32222e-05
threshold=0.24280000000000004 0.11085000000000002 0.083775000000000002 0.16388500000000003 -0.003375
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0079177128477040219 0.0058657307034270176 0.0078163415882126306 0.0067614587770204494 -0.022418305177044753 -0.01108833038312656
leaf_weight=0.0012751916862413393 0.0018562018437271637 0.0013154871727341141 0.0012940288143276188 0.0011514808659703478 0.0012964479929312839
leaf_count=1565 549 440 506 342 508
internal_value=0 -0.00174671 -0.00425412 -0.00808276 -0.00166386
internal_weight=0 0.00633264 0.00501715 0.00372312 0.00257164
internal_count=3910 3361 2921 2415 2073
is_linear=0
shrinkage=0.1


Tree=9585
num_leaves=6
num_cat=0
split_feature=51 484 52 47 13
split_gain=8.96264e-06 1.92112e-05 1.26165e-05 2.48385e-05 3.33111e-05
threshold=0.08955500000000001 0.073820000000000011 -0.089799999999999977 0.09252500000000001 -0.0041499999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010361789390787699 -0.008209736218934274 0.013995999278711122 -0.0044789268569827359 -0.012482652549061449 0.014114817396886728
leaf_weight=0.0011293560504926775 0.00114857517203488 0.0010215849565722553 0.0018815665376824796 0.0010233348180041682 0.0019747174136360234
leaf_count=619 487 456 1545 225 578
internal_value=0 0.00131816 -0.000837199 0.00136721 0.00504252
internal_weight=0 0.00703056 0.00600897 0.00487962 0.00385628
internal_count=3910 3423 2967 2348 2123
is_linear=0
shrinkage=0.1


Tree=9586
num_leaves=7
num_cat=0
split_feature=50 4 0 15 1 15
split_gain=1.25101e-05 2.95822e-05 2.10222e-05 3.82847e-05 4.80567e-05 3.30695e-05
threshold=0.08568000000000002 0.28937500000000005 -0.017269999999999997 -0.0063699999999999989 0.094485000000000013 0.083185000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.0005194000322392532 -0.000208364929512487 0.00032255199556935587 0.0001642400060381596 0.00036707423994934225 -9.5780694265409276e-06 -0.00012882907202739662
leaf_weight=0.0012805422174018671 0.0010132569171424841 0.0010909169443235941 0.0016706968424230395 0.0010102266631044966 0.0015978227572195135 0.0010589296093133495
leaf_count=915 727 396 294 192 324 1062
internal_value=0 2.33829e-05 -2.59307e-05 -9.01483e-05 -0.00023639 0.000113286
internal_weight=0 0.00770914 0.00661822 0.00494752 0.00287836 0.00206916
internal_count=3910 3183 2787 2493 1239 1254
is_linear=0
shrinkage=0.00196078


Tree=9587
num_leaves=6
num_cat=0
split_feature=43 3 13 15 15
split_gain=8.86222e-06 2.34754e-05 1.92379e-05 2.95286e-05 1.44669e-05
threshold=-0.049504999999999987 -0.075954999999999981 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0027889279213784211 0.0060850736221113068 0.0153907706292108 -0.0087177685605011827 -0.019792043200833283 0.0071807824080762682
leaf_weight=0.0018151342857210407 0.0017339259792451471 0.0011669439452785346 0.0010742489565480778 0.0011644937478831464 0.0012250278291971665
leaf_count=1259 401 565 262 1096 327
internal_value=0 0.00432513 -0.00251362 -0.00681803 -0.000247206
internal_weight=0 0.00298208 0.0051977 0.00346377 0.00229928
internal_count=3910 1824 2086 1685 589
is_linear=0
shrinkage=0.1


Tree=9588
num_leaves=6
num_cat=0
split_feature=160 4 4 12 2
split_gain=8.07946e-06 2.17327e-05 2.4501e-05 2.68806e-05 5.3662e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 0.091475000000000015 0.090695000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.005978089657164308 0.011874079951349405 0.012583205944419125 -0.015161107946426498 -0.0076427011178855451 -0.0048173865886178687
leaf_weight=0.0017795074147052949 0.0018179529238738039 0.0014135583824412606 0.0010062127928512931 0.0011534618717409216 0.0010000019352653755
leaf_count=1218 1100 396 242 675 279
internal_value=0 0.0016406 -0.00146691 0.00429794 -0.0100053
internal_weight=0 0.00639119 0.00497763 0.00297141 0.00200621
internal_count=3910 2692 2296 1775 521
is_linear=0
shrinkage=0.1


Tree=9589
num_leaves=7
num_cat=0
split_feature=51 160 52 16 0 4
split_gain=8.74423e-06 1.82431e-05 1.64379e-05 3.47385e-05 3.09296e-05 2.16672e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.091210000000000013 -0.055679999999999993 -0.10209999999999998 0.25367000000000006
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0078449624300458241 -0.012251622051257877 -0.014789348803448078 0.01059895177361706 -0.017506614313288284 0.016012770556509511 0.0057495227840834925
leaf_weight=0.0012057792736624344 0.0012631170021761449 0.0010001446043616555 0.0013654282825829398 0.0010816208155785441 0.0011905031571367982 0.0010558790448224812
leaf_count=515 1009 178 413 623 960 212
internal_value=0 -0.0013794 0.00103259 -0.00198536 0.00318573 -0.00424153
internal_weight=0 0.00695669 0.00569358 0.00432815 0.00324653 0.00205602
internal_count=3910 3395 2386 1973 1350 390
is_linear=0
shrinkage=0.1


Tree=9590
num_leaves=7
num_cat=0
split_feature=1 47 4 160 13 16
split_gain=7.92156e-06 1.77372e-05 2.79395e-05 2.03771e-05 2.41258e-05 2.01e-05
threshold=0.12730000000000002 0.09252500000000001 0.05309500000000001 0.084835000000000008 -0.032264999999999995 -0.0092949999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.016372086010681405 0.0080842329050961909 -0.013008341652615545 0.012747791550934334 0.0094754227350729425 -0.0096775838044563783 0.010203183897552719
leaf_weight=0.0014729984334843067 0.0010516811574438041 0.0010811262609129605 0.0014963339925037041 0.0010131447951312262 0.0010001333746404778 0.0010346336506191381
leaf_count=1293 345 340 525 336 670 401
internal_value=0 -0.00121536 0.000903496 -0.00301674 -0.00662484 0.000431343
internal_weight=0 0.00709837 0.00601724 0.00452091 0.00350777 0.00203477
internal_count=3910 3565 3225 2700 2364 1071
is_linear=0
shrinkage=0.1


Tree=9591
num_leaves=8
num_cat=0
split_feature=11 48 0 2 15 52 15
split_gain=2.07611e-05 2.88816e-05 0.000106161 5.3461e-05 3.60792e-05 6.195e-05 3.52683e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.017214999999999998 0.084240000000000023 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00048674126083702045 -0.00034663493026056814 -0.00029110829550235126 0.00052413465445027858 0.00026598535200227953 0.00035599563334165333 -0.0004770310099512996 -0.00016172383847528772
leaf_weight=0.0013896446701640464 0.0010476003071829268 0.0012061164082333622 0.0012511852095106867 0.0010573434563016047 0.0010132011661062573 0.0011214537814712155 0.0010103585504985177
leaf_count=792 304 114 591 421 356 766 566
internal_value=0 -5.31913e-05 0.000123989 -0.00013105 -0.000223626 -0.000107367 9.74995e-05
internal_weight=0 0.0080493 0.0024573 0.005592 0.00453466 0.00314501 0.00202356
internal_count=3910 3606 705 2901 2480 1688 922
is_linear=0
shrinkage=0.00196078


Tree=9592
num_leaves=7
num_cat=0
split_feature=13 39 2 48 3 1
split_gain=8.20173e-06 2.68105e-05 2.26069e-05 2.01325e-05 3.57115e-05 4.01967e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11230000000000001 0.083775000000000002 -0.074234999999999982 0.085835000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0081537296560667324 -0.010503763133477194 0.013578316968643339 -0.014627905933697036 0.009851209711275604 -0.019599171018487405 0.016714102089091812
leaf_weight=0.0010508481563675951 0.0011181424619856935 0.0010333716409827443 0.0014729053229409882 0.0013537679964870227 0.0010722569019723394 0.0010541567828698077
leaf_count=210 1413 419 393 395 477 603
internal_value=0 -0.00131163 -0.00384601 -0.000392429 -0.00466651 0.00270431
internal_weight=0 0.0071046 0.00607123 0.00459832 0.00324456 0.0021723
internal_count=3910 3700 3281 2888 2493 2016
is_linear=0
shrinkage=0.1


Tree=9593
num_leaves=7
num_cat=0
split_feature=50 4 150 2 2 1
split_gain=1.34822e-05 2.31448e-05 2.65997e-05 4.03545e-05 2.51232e-05 3.6762e-05
threshold=0.082310000000000008 0.28937500000000005 0.086420000000000011 0.10393500000000001 0.086040000000000019 0.095155000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00027593690484353653 -0.00021755334321310656 0.00029112074316024424 -0.00029479182555190405 -0.00027190376657405623 0.00029586425486144435 0.00022841128972168881
leaf_weight=0.0010576024351020906 0.0010110229935014255 0.0010674156366731226 0.0011236292437787005 0.0012490862284169988 0.0019015634125109631 0.0011707216537404446
leaf_count=676 747 396 310 487 1050 244
internal_value=0 2.35215e-05 -2.04055e-05 3.69119e-05 0.000130313 -1.09614e-05
internal_weight=0 0.00757002 0.0065026 0.00537897 0.00412989 0.00222832
internal_count=3910 3163 2767 2457 1970 920
is_linear=0
shrinkage=0.00196078


Tree=9594
num_leaves=7
num_cat=0
split_feature=52 13 2 52 52 43
split_gain=7.15705e-06 2.07698e-05 2.33588e-05 2.25747e-05 1.83894e-05 2.90863e-05
threshold=0.11401500000000002 -0.083514999999999992 0.099990000000000009 -0.091329999999999981 -0.010284999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.0014273684661230356 -0.00775373169365841 0.0086206725125769126 0.019010788833219723 -0.017208692972488698 -0.013842886587390453 0.0082477469530308333
leaf_weight=0.001093035083977574 0.0010590694155332746 0.0013063933406920435 0.001144965703256836 0.0011414584324898431 0.0010928175145710178 0.0013111552938336022
leaf_count=778 647 608 233 394 787 463
internal_value=0 0.00105952 0.00902883 -0.00261648 -0.00675706 -0.00179439
internal_weight=0 0.00708983 0.002238 0.00485182 0.00354543 0.00240397
internal_count=3910 3263 1011 2252 1644 1250
is_linear=0
shrinkage=0.1


Tree=9595
num_leaves=6
num_cat=0
split_feature=42 49 15 16 12
split_gain=7.40981e-06 2.2039e-05 2.04085e-05 5.04565e-05 3.06172e-05
threshold=0.091955000000000023 -0.0019649999999999997 -0.038029999999999987 -0.09601999999999998 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0078691847101635837 -0.0074414503189697964 0.012330994488927882 0.023412624730291716 -0.018982856259359387 0.0022806780304910983
leaf_weight=0.0019479054968731865 0.0011699350903119493 0.0010522289951338003 0.0010786865411641206 0.0010070413912590846 0.0018815695270946822
leaf_count=705 843 385 216 586 1175
internal_value=0 0.00115914 0.00466272 -0.00298236 0.00998094
internal_weight=0 0.00696743 0.00501953 0.00205927 0.00296026
internal_count=3910 3067 2362 971 1391
is_linear=0
shrinkage=0.1


Tree=9596
num_leaves=6
num_cat=0
split_feature=43 52 16 2 15
split_gain=6.7812e-06 1.72896e-05 3.55678e-05 3.34142e-05 1.72448e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0090499999999999973 0.090310000000000015 -0.052074999999999989
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.013559605963289843 -0.01257377821363575 -0.018096934950364237 0.016808077821881533 0.0039457054630250687 -0.0021812862736481351
leaf_weight=0.0011158041276268914 0.0012359122483713379 0.0011350356008358131 0.0010433974707726376 0.0017449733157123895 0.0018498053968912234
leaf_count=860 427 852 233 574 964
internal_value=0 -0.00225962 0.000989444 -0.00474148 0.00374119
internal_weight=0 0.00515932 0.00392341 0.00288001 0.00296561
internal_count=3910 2086 1659 1426 1824
is_linear=0
shrinkage=0.1


Tree=9597
num_leaves=7
num_cat=0
split_feature=52 12 0 16 16 16
split_gain=7.82329e-06 1.76288e-05 4.16262e-05 2.99235e-05 3.01596e-05 1.59311e-05
threshold=-0.048794999999999991 0.098845000000000016 -0.061994999999999995 -0.083564999999999987 -0.42360999999999993 0.11346000000000002
decision_type=2 2 2 2 2 2
left_child=5 2 3 4 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.011113160497515746 -0.0093221660596585227 -0.014259882517516058 0.017759329586696949 -0.019093365982543218 0.013789638338832797 -0.0042032297969154539
leaf_weight=0.0015214146416895826 0.0012189275139904792 0.0010001588800850987 0.0010547642949582286 0.0010407232659398 0.0010518522183638479 0.00122660792582456
leaf_count=640 344 423 211 1101 641 550
internal_value=0 -0.00228449 0.000458656 -0.00505187 0.0013835 0.00427653
internal_weight=0 0.00536643 0.00436627 0.0033115 0.00227078 0.00274802
internal_count=3910 2720 2297 2086 985 1190
is_linear=0
shrinkage=0.1


Tree=9598
num_leaves=6
num_cat=0
split_feature=1 4 150 16 13
split_gain=7.52174e-06 1.8238e-05 1.25891e-05 3.55186e-05 1.97732e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 -0.27337499999999998 -0.0024749999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0027175641716229489 -0.016828466551520774 -0.014335727785666677 0.010872545723547329 0.014223771811771339 -0.0017083765802412599
leaf_weight=0.0014753242814708307 0.0010213370509880504 0.001090824024683031 0.001244706583828168 0.001281056493446561 0.0019876069198486155
leaf_count=454 280 1554 362 747 513
internal_value=0 -0.00453149 0.00201844 -0.000550504 0.00453576
internal_weight=0 0.00256615 0.00553471 0.00429 0.00326866
internal_count=3910 2008 1902 1540 1260
is_linear=0
shrinkage=0.1


Tree=9599
num_leaves=7
num_cat=0
split_feature=50 133 16 52 2 4
split_gain=1.25257e-05 2.61646e-05 3.62583e-05 8.9918e-05 2.48667e-05 4.50591e-05
threshold=0.07992500000000001 0.087330000000000019 -0.013279999999999998 -0.07125999999999999 0.085255000000000011 0.17888000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00016800097320259305 -0.00020962636277731809 -0.00026375895520340043 -5.4894437302604e-05 0.00066599331564832066 -0.0004333627400437888 0.00010426869161328324
leaf_weight=0.0012372920921907221 0.0010054437507196852 0.001047000541906852 0.0016232593581776687 0.0011271450734182003 0.0012432915899972519 0.0011571560768596034
leaf_count=508 755 758 608 409 612 260
internal_value=0 2.35547e-05 7.06447e-05 0.000240533 -5.78037e-05 -0.000174193
internal_weight=0 0.00743514 0.00638814 0.0027504 0.00363774 0.00240045
internal_count=3910 3155 2397 1017 1380 872
is_linear=0
shrinkage=0.00196078


Tree=9600
num_leaves=7
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split_feature=11 16 2 16 2 1
split_gain=2.24968e-05 2.43235e-05 3.17662e-05 4.08307e-05 4.14349e-05 4.14594e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.15737500000000001 0.089785000000000018 0.090355000000000005
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00023207874537307409 -0.00027314204679298364 -0.0002834626528558725 0.00029957570237246699 -0.00028349788636804381 0.00038996258096496927 0.00024218312981697622
leaf_weight=0.0011316408325814471 0.0010330764040598324 0.0012859881598671612 0.0018284915546857884 0.0014231971750992794 0.001292981072561736 0.0010462344888361261
leaf_count=371 304 1253 585 327 600 470
internal_value=0 3.43051e-05 7.81404e-05 -2.06173e-06 0.000108426 -4.76581e-05
internal_weight=0 0.00800853 0.00687689 0.0050484 0.0036252 0.00233222
internal_count=3910 3606 3235 2650 2323 1723
is_linear=0
shrinkage=0.00196078


Tree=9601
num_leaves=6
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split_feature=4 16 2 2 4
split_gain=8.00808e-06 1.50006e-05 4.05031e-05 4.55886e-05 2.56604e-05
threshold=0.24280000000000004 -0.089864999999999987 0.106285 0.087005000000000013 -0.029114999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010174456069468478 0.0057436638700553346 0.016524375730835143 0.017314485369225866 -0.017957297016702692 -0.0056146272688800221
leaf_weight=0.0015824026992974074 0.0018422849497734123 0.0010208531997670581 0.0011580636027766914 0.0014365573942816748 0.0010746786665951872
leaf_count=667 549 781 477 1009 427
internal_value=0 -0.00175534 0.00108517 -0.00423592 0.00517054
internal_weight=0 0.00627256 0.00469015 0.00353209 0.00209553
internal_count=3910 3361 2694 2217 1208
is_linear=0
shrinkage=0.1


Tree=9602
num_leaves=6
num_cat=0
split_feature=51 49 2 16 3
split_gain=7.57388e-06 2.13878e-05 6.56384e-05 2.86843e-05 4.12986e-05
threshold=0.08955500000000001 1.0000000180025095e-35 0.11260500000000001 0.032820000000000009 -0.069909999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0068789308160796224 -0.0076351540719477445 -0.012158272838460476 0.026511105391350761 -0.011088345614974019 0.016367494921425304
leaf_weight=0.0015408119622289771 0.0011317987047599933 0.0010247519846780613 0.0010245735112691338 0.0018638040220017148 0.001516299571440696
leaf_count=1491 487 715 353 494 370
internal_value=0 0.00118443 0.00348415 -0.00131025 0.00465109
internal_weight=0 0.00697024 0.00594549 0.00492092 0.00305711
internal_count=3910 3423 2708 2355 1861
is_linear=0
shrinkage=0.1


Tree=9603
num_leaves=7
num_cat=0
split_feature=50 4 40 2 3 4
split_gain=1.27919e-05 2.5082e-05 2.58366e-05 3.67473e-05 3.52176e-05 2.48236e-05
threshold=0.07992500000000001 0.28937500000000005 -1.0000000180025095e-35 0.10869000000000002 0.088060000000000013 -0.034289999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00030862062653173525 -0.00021067353451072871 0.00030314478672488802 -0.00018963152797980398 -0.00028585706728828869 0.00041642704868490141 0.00016065545610421627
leaf_weight=0.0010164875092160946 0.0010100870457182597 0.0010644328184278486 0.0013665269552170542 0.0011088678243043396 0.0011034961132089524 0.0018054717116491822
leaf_count=265 755 396 1151 372 148 823
internal_value=0 2.44383e-05 -2.19094e-05 3.22174e-05 0.000114711 9.74852e-06
internal_weight=0 0.00746528 0.00640085 0.00538436 0.00427549 0.003172
internal_count=3910 3155 2759 2494 2122 1974
is_linear=0
shrinkage=0.00196078


Tree=9604
num_leaves=5
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split_feature=42 49 2 0
split_gain=7.5469e-06 2.11462e-05 2.12703e-05 2.65548e-05
threshold=0.091955000000000023 -0.0057999999999999987 0.10393500000000001 -0.077944999999999987
decision_type=2 2 2 2
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right_child=-2 2 -4 -5
leaf_value=-0.007717209786853781 -0.007490142761706055 0.0013054681104231036 -0.0043304113084844022 0.019422539409019453
leaf_weight=0.0019191832236273281 0.0011652402891027753 0.0018179668216140429 0.0017333431705796884 0.0014577764528623252
leaf_count=677 843 1473 525 392
internal_value=0 0.00120812 0.00462778 0.00936796
internal_weight=0 0.00692827 0.00500909 0.00327574
internal_count=3910 3067 2390 1865
is_linear=0
shrinkage=0.1


Tree=9605
num_leaves=7
num_cat=0
split_feature=11 2 150 0 52 1
split_gain=2.67744e-05 2.62869e-05 2.70191e-05 5.20686e-05 4.40384e-05 2.69324e-05
threshold=1.0000000180025095e-35 0.089785000000000018 0.083435000000000023 -0.11756999999999999 0.048695000000000009 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00027232077827611716 -0.0003092111975870621 -0.00026067584406221295 0.00039785076618623939 0.00050534840498577091 -4.5931015134220501e-05 9.1024225515963029e-05
leaf_weight=0.0017246562991219492 0.001004748569342598 0.0013521704957269827 0.0010709524845412899 0.0011035712481086725 0.0011251098847804921 0.0014385239464122113
leaf_count=1553 304 246 239 623 490 455
internal_value=0 3.08244e-05 0.000124599 4.28759e-05 0.000227045 -0.000107082
internal_weight=0 0.00781498 0.0046518 0.00358085 0.00222868 0.00316318
internal_count=3910 3606 1598 1359 1113 2008
is_linear=0
shrinkage=0.00196078


Tree=9606
num_leaves=7
num_cat=0
split_feature=15 2 16 1 1 16
split_gain=7.96122e-06 2.11383e-05 3.11955e-05 2.90486e-05 2.15095e-05 1.9326e-05
threshold=-0.16430499999999995 0.10457000000000001 -0.110495 0.081005000000000008 0.094485000000000013 -0.018539999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.0077685721159367616 0.01647069834141765 -0.019655443058584923 0.0083079422917423183 -0.019055390687025674 0.00074799700028017023 -0.0002773221466694937
leaf_weight=0.0011229816436438902 0.0011752824261454394 0.0010129465076447661 0.0015438279020945564 0.0011474147149831996 0.001050716141584656 0.0010462188432335663
leaf_count=445 358 343 1448 551 389 376
internal_value=0 -0.00130365 0.00225843 -0.00220539 -0.00958928 -0.00980983
internal_weight=0 0.00697641 0.00491724 0.00374196 0.00219813 0.00205917
internal_count=3910 3465 2746 2388 940 719
is_linear=0
shrinkage=0.1


Tree=9607
num_leaves=7
num_cat=0
split_feature=131 159 160 52 15 43
split_gain=1.07182e-05 2.13527e-05 3.82689e-05 4.85414e-05 4.56644e-05 5.37177e-05
threshold=0.078355000000000022 0.073745000000000019 0.069910000000000014 -0.0066199999999999991 -0.10192499999999999 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00048022786073479931 -0.00019534307797840737 0.00028305694193144062 0.00030226517047700233 -0.00029814458358806472 -0.00022750167018124523 0.0003244666732022963
leaf_weight=0.0010028581119856947 0.0010102424415241668 0.0010233094713121647 0.0011547469819173893 0.0013722155669386813 0.0010358094553985196 0.0019616561561542518
leaf_count=622 650 550 295 322 800 671
internal_value=0 1.97096e-05 -2.15764e-05 -9.11813e-05 -1.89372e-06 0.000133728
internal_weight=0 0.0075506 0.00652729 0.00537254 0.00436968 0.00299747
internal_count=3910 3260 2710 2415 1793 1471
is_linear=0
shrinkage=0.00196078


Tree=9608
num_leaves=7
num_cat=0
split_feature=11 3 47 1 2 13
split_gain=2.77491e-05 2.67526e-05 2.87678e-05 2.73307e-05 2.54975e-05 2.20205e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.077735000000000012 0.088010000000000019 0.11125500000000001 -0.003375
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00033171952525468953 -0.0003064728383402965 -0.00022582622894616762 -0.00021081407429044221 4.0031211925312277e-05 0.00043376161812010275 0.00014712415913275439
leaf_weight=0.0010099085448995408 0.0010442032330333058 0.0015191433590813102 0.001968591503462235 0.0014615141974773467 0.0011146098580042479 0.0010155922628496742
leaf_count=222 304 1497 503 682 288 414
internal_value=0 3.31715e-05 -9.41738e-06 6.81562e-05 0.000210386 -7.63962e-05
internal_weight=0 0.00808936 0.00707945 0.00511086 0.00257612 0.00253474
internal_count=3910 3606 3384 2881 970 1911
is_linear=0
shrinkage=0.00196078


Tree=9609
num_leaves=5
num_cat=0
split_feature=49 42 2 0
split_gain=8.77432e-06 1.77196e-05 2.25361e-05 2.65876e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.086130000000000012 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
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leaf_value=0.0060057263455819999 0.010297413067435809 -0.01329969775140445 -0.0095032923988632254 0.0081612040683883662
leaf_weight=0.0018476415843771375 0.0010096927095368602 0.0017845109283393021 0.0015005216755158879 0.0019717040458328726
leaf_count=529 529 1155 293 1404
internal_value=0 -0.00183592 -0.00416644 0.000527495
internal_weight=0 0.00626643 0.00525674 0.00347223
internal_count=3910 3381 2852 1697
is_linear=0
shrinkage=0.1


Tree=9610
num_leaves=6
num_cat=0
split_feature=1 0 50 47 52
split_gain=1.40311e-05 2.76241e-05 1.84034e-05 3.2826e-05 3.90278e-05
threshold=0.076710000000000014 -0.070894999999999986 0.07992500000000001 0.077065000000000008 -0.074484999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.00036403284903599502 -6.2204998043217721e-05 3.787289945146368e-05 -0.00019141629353433657 -0.0001072818844989841 0.0003916719193350559
leaf_weight=0.0010743057827369306 0.0011608807530213241 0.0016947310548079656 0.0010030191769930998 0.0018477723215474407 0.0019550432297309344
leaf_count=1642 406 366 499 312 685
internal_value=0 -0.000118055 5.08314e-05 9.97826e-05 0.000222574
internal_weight=0 0.00276904 0.00596672 0.0049637 0.00311592
internal_count=3910 2008 1902 1403 1091
is_linear=0
shrinkage=0.00196078


Tree=9611
num_leaves=6
num_cat=0
split_feature=1 16 15 47 48
split_gain=9.28462e-06 1.65798e-05 1.2967e-05 2.22921e-05 2.78232e-05
threshold=0.076710000000000014 0.0015250000000000001 1.0000000180025095e-35 0.087850000000000025 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=-0.014434181558495188 0.019524223047075139 0.0018368686467930342 -0.0072761076311390928 -0.0037896501372910209 -0.0014240636366460403
leaf_weight=0.001082175066909446 0.0014967351795119577 0.0014864591175089662 0.0011356966878866004 0.0018172919408035765 0.0011000021370071575
leaf_count=1524 719 484 571 370 242
internal_value=0 -0.00501818 0.0022534 0.00470527 0.0106503
internal_weight=0 0.00256863 0.00554973 0.00441403 0.00259674
internal_count=3910 2008 1902 1331 961
is_linear=0
shrinkage=0.1


Tree=9612
num_leaves=6
num_cat=0
split_feature=15 151 2 2 1
split_gain=1.27471e-05 3.46872e-05 5.66994e-05 4.37343e-05 5.26764e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.10113500000000002 0.086650000000000019 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_weight=0.001614828411148528 0.0010172821178257019 0.0013080276229944163 0.0019391833696452664 0.0015990258089684556 0.0011584035819067772
leaf_count=614 487 979 653 896 281
internal_value=0 2.92458e-05 -2.74778e-05 0.000104114 -5.96349e-05
internal_weight=0 0.00702192 0.00600464 0.00406546 0.00246643
internal_count=3910 3296 2809 2156 1260
is_linear=0
shrinkage=0.00196078


Tree=9613
num_leaves=7
num_cat=0
split_feature=157 160 42 160 13 1
split_gain=1.65599e-05 5.23327e-05 1.67373e-05 2.97582e-05 3.82181e-05 3.1878e-05
threshold=-0.022224999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.16277999999999995 0.088785000000000017
decision_type=2 2 2 2 2 2
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leaf_value=0.00022928654029338304 -0.00043261203574626985 -0.00017959772838941422 -0.00017451921317143657 -0.00022053885680559449 0.00047160321272947262 8.3081296140439143e-05
leaf_weight=0.0010033088092621092 0.0011101820039626474 0.0012304754224123377 0.0010865647428144835 0.0010654693454291101 0.0014182652702033191 0.0018991785452434854
leaf_count=630 800 869 140 289 578 604
internal_value=0 -3.83128e-05 2.70226e-05 7.35063e-05 0.000144645 0.000249181
internal_weight=0 0.00781014 0.00669995 0.00546948 0.00440401 0.00331744
internal_count=3910 3280 2480 1611 1322 1182
is_linear=0
shrinkage=0.00196078


Tree=9614
num_leaves=6
num_cat=0
split_feature=4 43 16 0 48
split_gain=8.13086e-06 2.15436e-05 3.2856e-05 3.26971e-05 2.39682e-05
threshold=-0.34687499999999999 -0.079804999999999987 -0.008069999999999999 -0.10462499999999998 0.016865000000000002
decision_type=2 2 2 2 2
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leaf_weight=0.0013282134228727073 0.0019500986363355276 0.0010265320548353497 0.001309569625928801 0.0010909095427550208 0.0014266209543134913
leaf_count=291 1247 283 572 1317 200
internal_value=0 0.00134304 0.00490986 -9.15006e-05 -0.00649675
internal_weight=0 0.00680373 0.00485363 0.00354406 0.00245315
internal_count=3910 3619 2372 1800 483
is_linear=0
shrinkage=0.1


Tree=9615
num_leaves=6
num_cat=0
split_feature=50 133 3 49 1
split_gain=1.14187e-05 2.59669e-05 2.88989e-05 4.67189e-05 2.80848e-05
threshold=0.082310000000000008 0.087330000000000019 -0.12008499999999998 -0.006494999999999999 0.094890000000000016
decision_type=2 2 2 2 2
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leaf_weight=0.0012349557425531885 0.0010077027257239845 0.0010492162653787385 0.0018200697369315545 0.0015667800065441977 0.0018450902702684393
leaf_count=329 747 761 456 1189 428
internal_value=0 1.59518e-05 6.23742e-05 -1.30784e-06 0.000134022
internal_weight=0 0.00751611 0.0064669 0.00523194 0.00341187
internal_count=3910 3163 2402 2073 1617
is_linear=0
shrinkage=0.00196078


Tree=9616
num_leaves=7
num_cat=0
split_feature=1 42 133 48 3 0
split_gain=1.35309e-05 3.26554e-05 3.3386e-05 3.31293e-05 3.45901e-05 3.99276e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0012368134360331825 0.0011277725970770145 0.0010282029219671075 0.0013982356318418716 0.0010440518626212026 0.0010221972591799829 0.001916114840660523
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internal_weight=0 0.00764562 0.00661741 0.00521918 0.00417513 0.00293831
internal_count=3910 3565 2833 1946 1752 1261
is_linear=0
shrinkage=0.00196078


Tree=9617
num_leaves=6
num_cat=0
split_feature=11 48 42 3 15
split_gain=2.5765e-05 3.13463e-05 4.08503e-05 4.05777e-05 3.56397e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.015794999999999997 -0.017214999999999998
decision_type=2 2 2 2 2
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internal_value=0 3.96718e-05 -2.39948e-05 6.19027e-05 -6.66993e-05
internal_weight=0 0.00794792 0.00627144 0.0048442 0.00320059
internal_count=3910 3606 3173 1930 552
is_linear=0
shrinkage=0.00196078


Tree=9618
num_leaves=8
num_cat=0
split_feature=50 4 51 40 16 1 3
split_gain=1.62379e-05 2.88315e-05 2.95348e-05 3.78711e-05 3.99057e-05 3.53714e-05 3.54611e-05
threshold=0.08568000000000002 0.28937500000000005 0.077145000000000005 -1.0000000180025095e-35 -0.089864999999999987 0.095575000000000007 -0.082139999999999977
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
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leaf_count=224 727 396 323 457 857 294 632
internal_value=0 2.64478e-05 -2.2583e-05 -8.22047e-05 -4.786e-06 0.000113283 -2.69187e-05
internal_weight=0 0.00771185 0.00660684 0.00547456 0.00446772 0.00317774 0.00217756
internal_count=3910 3183 2787 2464 2240 1783 1489
is_linear=0
shrinkage=0.00196078


Tree=9619
num_leaves=6
num_cat=0
split_feature=16 15 47 3 43
split_gain=8.81273e-06 1.49327e-05 4.48806e-05 2.30157e-05 4.61757e-05
threshold=-0.50388999999999984 -0.10981499999999998 0.085165000000000018 0.090325000000000003 -0.08799499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0080511563622445072 -0.01155796181255195 0.0060346214639175229 0.018798538866512029 0.0071765091003344345 -0.017988378933964263
leaf_weight=0.0011505902758979216 0.0011979399182031353 0.0013584302309402327 0.0011092072757638944 0.001401675999551516 0.0019468265594150722
leaf_count=292 510 558 274 221 2055
internal_value=0 -0.00139117 0.000702867 -0.00356145 -0.00811515
internal_weight=0 0.00701408 0.00581614 0.00470693 0.00330526
internal_count=3910 3618 3108 2834 2613
is_linear=0
shrinkage=0.1


Tree=9620
num_leaves=7
num_cat=0
split_feature=16 2 12 0 2 2
split_gain=9.30259e-06 2.66575e-05 1.9798e-05 3.37239e-05 2.08413e-05 2.71693e-05
threshold=0.070590000000000014 0.096540000000000015 0.088590000000000016 -0.084304999999999977 0.089910000000000004 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.010572307552548191 -0.017330377277042827 0.0040356847493052414 -0.0077203528306282387 0.020898585257351582 0.017791338155339172 -0.0051100996688559957
leaf_weight=0.0011182485695427863 0.0010395149717641269 0.001332431503631371 0.0015127201665236685 0.0010765409137239758 0.001038484304928757 0.0010336376999333663
leaf_count=837 329 402 1284 588 261 209
internal_value=0 -0.00532808 0.00210931 0.00559415 0.000429908 0.0063674
internal_weight=0 0.00237195 0.00577963 0.00426691 0.00319037 0.00207212
internal_count=3910 731 3179 1895 1307 470
is_linear=0
shrinkage=0.1


Tree=9621
num_leaves=7
num_cat=0
split_feature=1 2 2 0 52 0
split_gain=1.3372e-05 2.0615e-05 1.8544e-05 3.62672e-05 4.42506e-05 2.6808e-05
threshold=0.076710000000000014 0.10113500000000002 0.11462500000000002 -0.10575999999999998 -0.0066199999999999991 -0.066689999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=1.1020336905832272e-05 -0.00013794939074297834 -0.00033861153339339109 0.00023643336926173201 -0.00042921064243703951 0.00040433264146328405 8.5430707865764509e-06
leaf_weight=0.0017278147963101973 0.0010816782538077838 0.0010378033009956233 0.0014641531222381486 0.0010315982288989442 0.0012437484341833432 0.0011237607250639415
leaf_count=1588 189 420 413 677 202 421
internal_value=0 -0.00012018 4.48572e-05 -1.77427e-05 0.000152089 -0.000200975
internal_weight=0 0.00276562 0.00594494 0.00448079 0.00232543 0.00215536
internal_count=3910 2008 1902 1489 391 1098
is_linear=0
shrinkage=0.00196078


Tree=9622
num_leaves=7
num_cat=0
split_feature=52 13 12 4 3 2
split_gain=8.67696e-06 2.08677e-05 2.41481e-05 2.75775e-05 2.73584e-05 1.62994e-05
threshold=0.11401500000000002 -0.083514999999999992 0.093125000000000013 0.063160000000000008 -0.053439999999999994 0.099990000000000009
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00049848634491378278 -0.0084866712371129086 -0.014057771235890557 0.010996513359618766 -0.020026733371464042 0.0065946447131252708 0.017590134603399442
leaf_weight=0.0010947586590021026 0.0010614397530433672 0.0010101045323279395 0.0010447792397642154 0.0010424921227540698 0.0017574099755005451 0.0011379196776618373
leaf_count=778 647 872 714 291 375 233
internal_value=0 0.00120816 -0.0024716 -0.00616483 -0.000943202 0.00920951
internal_weight=0 0.00708746 0.00485479 0.00381001 0.00276751 0.00223268
internal_count=3910 3263 2252 1538 1247 1011
is_linear=0
shrinkage=0.1


Tree=9623
num_leaves=5
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split_feature=4 43 4 1
split_gain=8.69421e-06 1.78212e-05 2.86749e-05 3.94975e-05
threshold=-0.34687499999999999 -0.079804999999999987 -1.0000000180025095e-35 0.10339500000000001
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.007443709470643935 -0.0066751279240648553 0.014908727873889738 -0.015851713472110764 0.0074981978980743899
leaf_weight=0.0013302156947287884 0.001951574124363321 0.0017429878956487475 0.0011475804966372886 0.0019646769443788458
leaf_count=291 1247 1395 513 464
internal_value=0 0.00139553 0.00463955 -0.0011116
internal_weight=0 0.00680682 0.00485525 0.00311226
internal_count=3910 3619 2372 977
is_linear=0
shrinkage=0.1


Tree=9624
num_leaves=7
num_cat=0
split_feature=11 48 16 133 16 16
split_gain=2.43189e-05 2.41261e-05 3.75061e-05 7.54062e-05 4.15934e-05 2.18518e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.15737500000000001 0.058050000000000011 -0.057604999999999996 -0.114825
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-4.2742428006971585e-05 -0.00029163147295826802 0.00028281686459833875 -0.00025432212392914751 0.00054101831062883775 0.00023283329477961006 -0.00041930843250988068
leaf_weight=0.0013666003291736646 0.0010014599736460194 0.0012478738597791151 0.0018146315964733895 0.0010490106894794566 0.0012662726719126875 0.0010459008219762163
leaf_count=375 304 337 448 1048 596 802
internal_value=0 3.29662e-05 -1.46893e-05 7.72873e-05 -5.49467e-05 -0.000205997
internal_weight=0 0.00779029 0.00654242 0.00472778 0.00367877 0.0024125
internal_count=3910 3606 3269 2821 1773 1177
is_linear=0
shrinkage=0.00196078


Tree=9625
num_leaves=6
num_cat=0
split_feature=43 4 13 48 3
split_gain=8.35375e-06 2.15616e-05 2.23736e-05 3.55959e-05 1.91809e-05
threshold=-0.057994999999999998 -0.23071499999999998 -0.0041499999999999983 0.084500000000000006 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0022380098652978529 -0.015638183021309968 -0.0096213219129948051 0.014822952376275775 -0.0084792059786628262 0.01425560628365214
leaf_weight=0.0018107128302044715 0.0010028358832703315 0.0013982907156358513 0.0017105203988875416 0.0010629088879906181 0.0011547200241365714
leaf_count=1238 241 1311 437 147 536
internal_value=0 -0.0024724 0.000692504 0.00589247 0.0041845
internal_weight=0 0.00517456 0.00417172 0.00277343 0.00296543
internal_count=3910 2136 1895 584 1774
is_linear=0
shrinkage=0.1


Tree=9626
num_leaves=7
num_cat=0
split_feature=51 457 1 1 12 16
split_gain=9.51089e-06 2.35215e-05 2.46286e-05 3.03528e-05 4.20068e-05 3.88578e-05
threshold=-0.07742499999999998 0.018630000000000004 0.11561500000000001 0.096035000000000023 0.091405000000000014 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0072936390346422311 0.0052941959165819672 0.015621027407854314 0.012359613740772853 -0.017696883912613287 0.015544811251818877 -0.022006473874640938
leaf_weight=0.0014796226038668878 0.0010831630687360215 0.0010104827612496519 0.0011158237621741408 0.0012214675043032176 0.0012140968759509606 0.0010051616529296353
leaf_count=667 627 289 409 374 739 805
internal_value=0 0.00157094 -0.000946448 -0.00422841 0.000753181 -0.00784628
internal_weight=0 0.0066502 0.00563971 0.00452389 0.00330242 0.00208832
internal_count=3910 3243 2954 2545 2171 1432
is_linear=0
shrinkage=0.1


Tree=9627
num_leaves=7
num_cat=0
split_feature=16 15 47 15 0 0
split_gain=8.10186e-06 1.27158e-05 4.29829e-05 2.04698e-05 4.72404e-05 2.25857e-05
threshold=-0.50388999999999984 -0.10981499999999998 0.085165000000000018 -0.0063699999999999989 -0.082994999999999985 0.10302000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0077620886989636095 -0.010726063205299735 -0.014887746049762236 0.018323167538849661 0.015649549270072498 -0.018107664861031377 0.0021595687182840765
leaf_weight=0.0011437281964315647 0.0011912730232026165 0.0011923957442527234 0.0011084842788384591 0.0012713333893790723 0.0011661069268991274 0.0010404525121886941
leaf_count=292 510 1024 274 665 982 163
internal_value=0 -0.00131872 0.000620566 -0.00358111 0.000295366 -0.00855112
internal_weight=0 0.00697005 0.00577877 0.00467029 0.00347789 0.00220656
internal_count=3910 3618 3108 2834 1810 1145
is_linear=0
shrinkage=0.1


Tree=9628
num_leaves=7
num_cat=0
split_feature=50 42 51 16 16 16
split_gain=1.62166e-05 3.43464e-05 4.41437e-05 3.92743e-05 6.14283e-05 2.87785e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.07742499999999998 -0.08755499999999998 0.058875000000000004 -0.50388999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00027601048910507017 -0.00023664587644280579 -0.00028132647590371496 0.00022404229193594304 0.00065836556603884714 5.3517649995367137e-05 -0.00018128010492397386
leaf_weight=0.0012078647751712756 0.0010142684708966407 0.0010588721302787008 0.0011831650293895016 0.0011872526172309887 0.0014148961672492784 0.0015634115787913974
leaf_count=869 727 480 239 775 287 533
internal_value=0 2.72813e-05 8.44533e-05 0.000156866 0.000329485 -6.6761e-06
internal_weight=0 0.00761546 0.0064076 0.00534873 0.00260215 0.00274658
internal_count=3910 3183 2314 1834 1062 772
is_linear=0
shrinkage=0.00196078


Tree=9629
num_leaves=7
num_cat=0
split_feature=131 159 160 52 15 43
split_gain=1.42054e-05 2.50277e-05 3.3453e-05 4.79997e-05 4.06208e-05 5.46446e-05
threshold=0.078355000000000022 0.073745000000000019 0.069910000000000014 -0.0066199999999999991 -0.10192499999999999 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00046875234217556811 -0.00022047684171856144 0.00030995632234361134 0.00028403531230024662 -0.00027361649592472188 -0.00023227480118966564 0.00032302470591280135
leaf_weight=0.0010104029161713737 0.0010203112903404447 0.0010309538328318732 0.0011566486843335175 0.0013799119450400689 0.0010374571906489119 0.0019847569401909865
leaf_count=622 650 550 295 322 800 671
internal_value=0 2.59252e-05 -1.86501e-05 -8.33335e-05 5.13018e-06 0.000132403
internal_weight=0 0.00760013 0.00656918 0.00541253 0.00440213 0.00302221
internal_count=3910 3260 2710 2415 1793 1471
is_linear=0
shrinkage=0.00196078


Tree=9630
num_leaves=8
num_cat=0
split_feature=43 4 16 13 48 42 1
split_gain=1.43632e-05 2.28548e-05 2.45177e-05 3.32479e-05 3.45889e-05 2.17967e-05 2.19087e-05
threshold=-0.049504999999999987 -0.23071499999999998 -0.008069999999999999 -0.09547499999999999 0.016865000000000002 -1.0000000180025095e-35 0.081005000000000008
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.00013848265410967877 -0.00032605331394059404 0.00020775081540113616 0.0002586615027798092 -0.00044772613864709838 2.6422930441689345e-05 0.00042072075533426564 2.4229790246268374e-05
leaf_weight=0.0010118231577558763 0.0010574398144151155 0.001032860445533316 0.001036911680695727 0.0011993848246123809 0.0011671218085813691 0.001010506240247999 0.0011405929261404397
leaf_count=510 234 294 346 1022 190 715 599
internal_value=0 -6.70133e-05 -5.26802e-06 -8.57747e-05 -0.000213884 9.88508e-05 0.000210486
internal_weight=0 0.00549372 0.00443628 0.00339937 0.00236651 0.00316292 0.0021511
internal_count=3910 2086 1852 1506 1212 1824 1314
is_linear=0
shrinkage=0.00196078


Tree=9631
num_leaves=7
num_cat=0
split_feature=43 42 1 4 13 0
split_gain=1.53052e-05 3.00881e-05 2.31047e-05 2.23708e-05 2.42049e-05 3.81601e-05
threshold=-0.049504999999999987 -1.0000000180025095e-35 0.081005000000000008 -0.23071499999999998 -0.0041499999999999983 -0.14867499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=-0.00017678691780055394 -0.000321874369246478 0.00044609760037527874 4.2183365998866806e-05 -0.00021059399959283331 -6.5731295233578048e-05 0.00040233020714033267
leaf_weight=0.0010190645744934113 0.0010804794511170236 0.0010231268284603026 0.0011638412004303295 0.0014989013602885329 0.0019494227770234223 0.0010201027761774679
leaf_count=510 234 715 599 1288 221 343
internal_value=0 0.000101481 0.000231146 -6.86907e-05 -7.47009e-06 9.5059e-05
internal_weight=0 0.00320603 0.00218697 0.00554891 0.00446843 0.00296953
internal_count=3910 1824 1314 2086 1852 564
is_linear=0
shrinkage=0.00196078


Tree=9632
num_leaves=7
num_cat=0
split_feature=131 12 52 16 16 48
split_gain=1.38006e-05 1.99278e-05 4.6391e-05 2.44678e-05 2.82685e-05 5.90412e-06
threshold=0.078355000000000022 0.098845000000000016 0.091210000000000013 0.050115000000000007 -0.089864999999999987 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-5.6535579068275718e-08 -0.00022124312973293697 -0.00022299026003939643 0.00037808745088463197 -0.00026063126393335032 0.00023178057031637988 -0.0002116875700738677
leaf_weight=0.0010186871928966395 0.001023527276862079 0.0010986462393247432 0.0014044437255683415 0.0012666295467068669 0.0018099595416359222 0.0010086545714408724
leaf_count=454 650 503 556 501 1111 135
internal_value=0 2.12735e-05 6.25065e-05 -2.43316e-05 5.36669e-05 -0.000105348
internal_weight=0 0.00760702 0.00650837 0.00510393 0.0038373 0.00202734
internal_count=3910 3260 2757 2201 1700 589
is_linear=0
shrinkage=0.00196078


Tree=9633
num_leaves=6
num_cat=0
split_feature=51 457 1 1 12
split_gain=8.32311e-06 2.15127e-05 2.28928e-05 4.35961e-05 2.81234e-05
threshold=-0.07742499999999998 0.018630000000000004 0.10937500000000001 0.090475000000000014 0.091405000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0068266077474581806 -0.0064903773076333453 0.014883212305660198 0.0091682364037243072 -0.021570294572687377 0.013567047181976367
leaf_weight=0.001484799317069279 0.001749410547742927 0.0010115786165178697 0.0016019129462093553 0.0011360505851916976 0.0011643339499801911
leaf_count=667 1329 289 523 483 619
internal_value=0 0.00145267 -0.000951215 -0.00495401 0.00152458
internal_weight=0 0.00666329 0.00565171 0.0040498 0.00291374
internal_count=3910 3243 2954 2431 1948
is_linear=0
shrinkage=0.1


Tree=9634
num_leaves=6
num_cat=0
split_feature=2 0 2 3 2
split_gain=8.49323e-06 3.22821e-05 4.09956e-05 2.93624e-05 2.35433e-05
threshold=0.12068000000000001 -0.17106499999999999 0.10393500000000001 -1.0000000180025095e-35 0.08400500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01443253702877665 -0.0077872537326856249 -0.011336254839733663 -0.0191229168310008 0.01645404547086704 0.0057389721625153815
leaf_weight=0.0014733983787458089 0.0012082868651469509 0.0015728802832650306 0.0011391545365112216 0.001083168284000575 0.0016593736978493749
leaf_count=191 441 1017 456 224 1581
internal_value=0 0.0012985 -0.00224929 0.00220489 -0.00257018
internal_weight=0 0.00692798 0.00545458 0.00431542 0.00323225
internal_count=3910 3469 3278 2822 2598
is_linear=0
shrinkage=0.1


Tree=9635
num_leaves=6
num_cat=0
split_feature=43 4 16 16 43
split_gain=8.99614e-06 1.91604e-05 2.08139e-05 2.21822e-05 1.82618e-05
threshold=-0.057994999999999998 -0.23071499999999998 -0.0083999999999999995 -0.09601999999999998 -0.093039999999999984
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0025629558734144796 -0.014994602528086709 0.0039427145879442323 0.012778175953471221 -0.012972892762177505 0.013271781208696399
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leaf_count=602 241 534 376 985 1172
internal_value=0 -0.00256622 0.000420143 -0.00362635 0.00434806
internal_weight=0 0.00516234 0.00416222 0.00313553 0.00296112
internal_count=3910 2136 1895 1519 1774
is_linear=0
shrinkage=0.1


Tree=9636
num_leaves=7
num_cat=0
split_feature=51 43 42 2 2 2
split_gain=8.37917e-06 1.91933e-05 4.25235e-05 1.94591e-05 7.47681e-05 2.35366e-05
threshold=-0.07742499999999998 -0.15109999999999998 0.08648500000000002 0.11339500000000001 0.099015000000000006 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0068500455638066384 0.013702226906187845 0.0071945461052313952 -0.019194256328262934 -0.0080627011654789606 0.029139232851176023 -0.012874335224265713
leaf_weight=0.0014782418325643793 0.0010757280635789275 0.0011610329389875678 0.0010333532945960419 0.0011326239728070568 0.0010573918644439816 0.0011766025201237413
leaf_count=667 295 656 1141 284 266 601
internal_value=0 0.00147514 -0.00089008 0.00328751 0.00707409 -0.00290673
internal_weight=0 0.00663673 0.005561 0.00452765 0.00339503 0.00233764
internal_count=3910 3243 2948 1807 1523 1257
is_linear=0
shrinkage=0.1


Tree=9637
num_leaves=7
num_cat=0
split_feature=12 51 2 2 3 16
split_gain=2.25516e-05 2.49805e-05 3.56102e-05 3.87285e-05 4.24199e-05 3.36583e-05
threshold=0.10371500000000002 -0.07742499999999998 0.086650000000000019 0.10679500000000001 -0.069909999999999986 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
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internal_weight=0 0.00780804 0.00629024 0.00448631 0.00228738 0.00219893
internal_count=3910 3469 2866 1561 1064 497
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Tree=9638
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split_feature=1 0 13 4 2 3
split_gain=8.76787e-06 1.77201e-05 1.59236e-05 3.27442e-05 2.66787e-05 2.15767e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00256436 0.00554637 0.00347074 0.00220909 0.00207564
internal_count=3910 2008 1902 767 320 1135
is_linear=0
shrinkage=0.1


Tree=9639
num_leaves=7
num_cat=0
split_feature=16 150 15 1 15 2
split_gain=9.02315e-06 2.42027e-05 3.18308e-05 2.41531e-05 2.20749e-05 1.96634e-05
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decision_type=2 2 2 2 2 2
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leaf_count=834 300 466 335 344 1246 385
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internal_weight=0 0.00582504 0.00458865 0.00245654 0.00213211 0.00227397
internal_count=3910 3225 2759 1178 1581 685
is_linear=0
shrinkage=0.1


Tree=9640
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split_feature=15 16 40 52 4 1
split_gain=2.16981e-05 6.94346e-05 4.15901e-05 6.79771e-05 7.70507e-05 3.80472e-05
threshold=-0.16430499999999995 -0.30307999999999996 -0.064199999999999993 1.0000000180025095e-35 -0.034289999999999994 0.095575000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012527106762609671 0.0010945952967239296 0.0010057554366878938 0.0014002680944099157 0.0016854971202318568 0.0013870917913376998 0.0012860713264053192
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internal_weight=0 0.00785928 0.00676468 0.00575893 0.00407343 0.00267316
internal_count=3910 3465 3161 2949 1770 918
is_linear=0
shrinkage=0.00196078


Tree=9641
num_leaves=6
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split_feature=1 2 16 48 3
split_gain=1.40982e-05 2.15063e-05 1.44971e-05 2.40859e-05 4.24087e-05
threshold=0.076710000000000014 0.10113500000000002 0.070590000000000014 0.086215000000000014 -0.015064999999999997
decision_type=2 2 2 2 2
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leaf_value=1.4178597941917582e-05 0.00047032241122293701 -0.00034900527626734613 -0.00014376042964907892 -8.8775357692034767e-05 -3.9318377554862486e-06
leaf_weight=0.001667856734436363 0.0013028454765365868 0.0010043426238409286 0.0011825501350407391 0.0016648080086139692 0.0016342394800939869
leaf_count=1588 781 420 393 334 394
internal_value=0 -0.000122324 4.9881e-05 9.96412e-05 0.00020644
internal_weight=0 0.0026722 0.00578444 0.00460189 0.00293708
internal_count=3910 2008 1902 1509 1175
is_linear=0
shrinkage=0.00196078


Tree=9642
num_leaves=7
num_cat=0
split_feature=15 16 2 48 0 13
split_gain=8.98145e-06 2.16474e-05 4.18879e-05 4.72131e-05 4.70005e-05 2.42276e-05
threshold=-0.16430499999999995 -0.19424999999999998 0.11085000000000002 0.082070000000000018 -0.029849999999999998 -0.0041499999999999983
decision_type=2 2 2 2 2 2
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leaf_weight=0.001125249012325742 0.0015386217379917662 0.0010946705013139056 0.0010672008482667077 0.0011841967955044711 0.0010153176808180117 0.0010857965227656923
leaf_count=445 349 1588 394 410 205 519
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internal_weight=0 0.0069858 0.00544718 0.00437998 0.00319578 0.00218047
internal_count=3910 3465 3116 2722 2312 2107
is_linear=0
shrinkage=0.1


Tree=9643
num_leaves=7
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split_feature=52 13 150 2 4 0
split_gain=1.14486e-05 2.10764e-05 2.24363e-05 3.77993e-05 2.69941e-05 7.40284e-06
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decision_type=2 2 2 2 2 2
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leaf_value=7.6366528118819639e-05 -0.0001876503042479332 -7.9726677911739889e-05 -0.00030235226021325587 -0.00028381648351963952 0.00028422862072121215 0.00031212314788591226
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internal_count=3910 3263 2743 2438 1835 520
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shrinkage=0.00196078


Tree=9644
num_leaves=7
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split_feature=11 3 1 13 15 12
split_gain=2.5162e-05 2.99901e-05 4.5175e-05 7.81928e-05 5.65033e-05 3.11891e-05
threshold=1.0000000180025095e-35 -0.100615 0.08844500000000001 -0.0024749999999999993 -0.074174999999999977 0.086935000000000012
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011397295168136239 0.0010448868831452471 0.0014409443810609848 0.001542787577670329 0.0015723589099428076 0.0012163626585296817 0.0011480568238185431
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internal_value=0 2.93701e-05 -1.91673e-05 0.00010331 -9.26392e-05 -0.000224077
internal_weight=0 0.00806024 0.00692051 0.00433151 0.00278872 0.002589
internal_count=3910 3606 3338 1276 416 2062
is_linear=0
shrinkage=0.00196078


Tree=9645
num_leaves=6
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split_feature=43 52 12 16 3
split_gain=9.35056e-06 2.0271e-05 3.25195e-05 3.22682e-05 1.813e-05
threshold=-0.057994999999999998 -0.074484999999999982 0.088375000000000023 -0.19424999999999998 -0.075954999999999981
decision_type=2 2 2 2 2
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internal_value=0 -0.00261137 0.000924125 0.00638535 0.00443855
internal_weight=0 0.00515628 0.00391234 0.00287923 0.00296212
internal_count=3910 2136 1698 944 1774
is_linear=0
shrinkage=0.1


Tree=9646
num_leaves=7
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split_feature=13 160 16 16 0 13
split_gain=1.23513e-05 2.97232e-05 3.37934e-05 0.000107248 3.27195e-05 2.18223e-05
threshold=-0.083514999999999992 -0.081669999999999979 -0.025139999999999999 0.22945500000000005 -0.11524 -0.14258499999999999
decision_type=2 2 2 2 2 2
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leaf_count=323 460 222 538 445 1032 890
internal_value=0 -5.23362e-05 -0.000115493 -0.000287856 3.73786e-05 0.000108401
internal_weight=0 0.00595588 0.00493083 0.00231766 0.00261318 0.00265836
internal_count=3910 2697 2237 983 1254 1213
is_linear=0
shrinkage=0.00196078


Tree=9647
num_leaves=7
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split_feature=50 51 16 16 47 12
split_gain=2.85172e-05 2.93902e-05 3.43634e-05 3.15832e-05 3.02432e-05 2.66051e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00020594743128111648 -0.00031630910599994593 0.00028239602437565343 0.00052246760729108004 8.9563300182241202e-05 -0.00030045408149198923 -0.00011628874574829551
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leaf_count=620 715 392 704 342 189 948
internal_value=0 3.33592e-05 9.2478e-05 0.000259917 -3.07188e-05 8.61078e-05
internal_weight=0 0.00798697 0.00640473 0.00271489 0.00368985 0.0025747
internal_count=3910 3195 2575 1046 1529 1340
is_linear=0
shrinkage=0.00196078


Tree=9648
num_leaves=6
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split_feature=4 1 3 43 16
split_gain=9.53639e-06 1.73273e-05 1.82555e-05 2.24341e-05 2.09092e-05
threshold=0.24280000000000004 0.11215000000000001 0.096385000000000012 -0.073139999999999983 -0.087089999999999987
decision_type=2 2 2 2 2
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internal_value=0 -0.00188984 0.00086636 -0.0022403 -0.00903755
internal_weight=0 0.00629768 0.00493508 0.00391391 0.00216709
internal_count=3910 3361 3071 2926 1666
is_linear=0
shrinkage=0.1


Tree=9649
num_leaves=7
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split_feature=11 3 1 13 15 3
split_gain=2.79758e-05 2.01058e-05 3.02944e-05 5.18606e-05 4.40097e-05 3.87935e-05
threshold=1.0000000180025095e-35 -0.100615 0.08844500000000001 -0.0024749999999999993 -0.074174999999999977 0.0048550000000000008
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010994649075531382 0.0010063947044531337 0.0012499725294162363 0.0014657906644659005 0.0015077897004395326 0.0012065497159545573 0.0012554275441118419
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internal_weight=0 0.007785 0.00668553 0.00418013 0.00271434 0.0025054
internal_count=3910 3606 3338 1276 416 2062
is_linear=0
shrinkage=0.00196078


Tree=9650
num_leaves=7
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split_feature=11 43 13 15 13 48
split_gain=2.83499e-05 2.62497e-05 4.17947e-05 2.9694e-05 2.95267e-05 2.32314e-05
threshold=1.0000000180025095e-35 -0.057994999999999998 -0.09547499999999999 -1.0000000180025095e-35 -0.003375 0.086215000000000014
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00036929137777261457 -0.00031387162226584716 0.0002207592198216679 0.00014063356600351791 -0.00041851177369177026 -3.5479105838097825e-05 -0.00025351572346402746
leaf_weight=0.0015422877398215027 0.0010095753328005939 0.0015340428872536688 0.0012693430967753848 0.0011933050756005978 0.001258069709098185 0.0010509262296841862
leaf_count=1218 304 336 363 1024 453 212
internal_value=0 3.51997e-05 -4.92653e-05 -0.000167159 0.000187447 -3.78896e-05
internal_weight=0 0.00784797 0.00504762 0.00351357 0.00280036 0.00232027
internal_count=3910 3606 1935 1599 1671 575
is_linear=0
shrinkage=0.00196078


Tree=9651
num_leaves=6
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split_feature=42 51 43 1 4
split_gain=1.21222e-05 3.11234e-05 2.0342e-05 2.89935e-05 3.07782e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.077544999999999989 0.10498500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.00016767013594923977 -0.00027382380326037653 0.00027293799594287505 6.0835181156119364e-05 0.00020731554817554634 -0.00036865439198550991
leaf_weight=0.0014329800012234046 0.0010994606459537202 0.0016190996545432214 0.0015753487849608351 0.0018173854253417136 0.0010821757019262698
leaf_count=1060 521 820 780 444 285
internal_value=0 2.98208e-05 8.46034e-05 1.64607e-05 -0.000114058
internal_weight=0 0.00719347 0.00609401 0.00447491 0.00265752
internal_count=3910 2850 2329 1509 1065
is_linear=0
shrinkage=0.00196078


Tree=9652
num_leaves=7
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split_feature=52 13 52 1 3 12
split_gain=9.26007e-06 2.08888e-05 1.95816e-05 1.75069e-05 2.99914e-05 1.41328e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.096035000000000023 -0.040669999999999991 0.088375000000000023
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00709589 0.00485566 0.00353863 0.0021962 0.00224023
internal_count=3910 3263 2252 1644 1236 1011
is_linear=0
shrinkage=0.1


Tree=9653
num_leaves=6
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split_feature=4 4 2 2 2
split_gain=9.37019e-06 1.55188e-05 2.33028e-05 3.83879e-05 2.19811e-05
threshold=0.24280000000000004 -0.0010999999999999996 0.084235000000000018 0.096540000000000015 0.086915000000000006
decision_type=2 2 2 2 2
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internal_weight=0 0.00630851 0.0039291 0.00291532 0.00237942
internal_count=3910 3361 2558 1768 803
is_linear=0
shrinkage=0.1


Tree=9654
num_leaves=7
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split_feature=48 1 4 4 12 1
split_gain=1.35109e-05 2.31799e-05 3.78735e-05 2.66243e-05 2.19579e-05 5.42126e-06
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.007619 0.00584401 0.003823 0.00274414 0.00202101
internal_count=3910 3695 3172 2397 1529 775
is_linear=0
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Tree=9655
num_leaves=7
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split_feature=52 15 15 13 43 4
split_gain=1.46424e-05 2.87028e-05 5.67848e-05 4.04687e-05 4.99823e-05 4.06398e-05
threshold=0.11401500000000002 -0.14487999999999998 -0.092459999999999987 -0.09547499999999999 -0.083899999999999988 -0.034289999999999994
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010242187621191511 0.001133368936886813 0.0013162951403795555 0.0012954716937965769 0.0017836450305811222 0.0010315812538554743 0.0012056119581686498
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internal_weight=0 0.00765682 0.00663261 0.00531631 0.00402084 0.00223719
internal_count=3910 3263 2846 2497 2265 1648
is_linear=0
shrinkage=0.00196078


Tree=9656
num_leaves=8
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split_feature=43 42 52 16 0 3 48
split_gain=1.42452e-05 2.99666e-05 2.70341e-05 3.61071e-05 2.75697e-05 1.81079e-05 1.45373e-05
threshold=-0.049504999999999987 -1.0000000180025095e-35 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 -0.080884999999999985 0.084260000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -3 -4
right_child=2 5 3 -5 -6 -7 -8
leaf_value=-0.00018360633068774745 -0.00031456423807955144 5.6689057358409023e-05 -0.00040254974003535703 0.00031814526680804998 0.00014661902092826697 0.00041488434468655943 -7.0165604646911712e-05
leaf_weight=0.0010214766906070571 0.0013289297769760542 0.0011661836090522402 0.0010109877424190879 0.0010656802110596067 0.0011253569122985788 0.0010147711574797597 0.0010126007688511551
leaf_count=510 427 624 255 228 1050 690 126
internal_value=0 9.35455e-05 -7.07157e-05 6.17309e-06 -9.94059e-05 0.000223353 -0.000236225
internal_weight=0 0.00320243 0.00554356 0.00421463 0.00314895 0.00218095 0.00202359
internal_count=3910 1824 2086 1659 1431 1314 381
is_linear=0
shrinkage=0.00196078


Tree=9657
num_leaves=7
num_cat=0
split_feature=2 48 13 2 15 3
split_gain=8.72062e-06 2.78786e-05 3.26234e-05 5.08804e-05 3.73181e-05 3.11107e-05
threshold=0.12068000000000001 0.092600000000000016 -0.094679999999999986 0.097575000000000009 -0.088379999999999986 -0.075679999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.012430541446152174 -0.0078425639409716794 0.016661795264470928 0.015854572085246401 -0.023246525620662879 -0.018616424277268544 0.0046595766495797705
leaf_weight=0.0013407777655651543 0.0012210632966636204 0.0010120627742678861 0.0011185208068142096 0.0011754637343123829 0.0010950101888187154 0.001207438339017933
leaf_count=315 441 319 426 550 1483 376
internal_value=0 0.0013208 -0.00129425 -0.00529776 0.000869533 -0.00641014
internal_weight=0 0.00694927 0.00593721 0.00459643 0.00342097 0.00230245
internal_count=3910 3469 3150 2835 2285 1859
is_linear=0
shrinkage=0.1


Tree=9658
num_leaves=6
num_cat=0
split_feature=16 160 43 2 2
split_gain=1.09468e-05 3.26184e-05 2.85504e-05 2.19634e-05 2.41559e-05
threshold=-0.029944999999999996 -0.063534999999999994 -0.062599999999999989 0.11542500000000001 0.085255000000000011
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.00016151897666758468 0.00020322532723344707 -2.7419529544534514e-06 -0.00038725989016293657 0.00030686792591338112 -0.00016464420990218803
leaf_weight=0.0016258722478384756 0.0011462690352079226 0.0015572101589245246 0.0014188241813462928 0.0010735466744067074 0.0018852766287819841
leaf_count=852 585 638 469 338 1028
internal_value=0 -7.78139e-05 -0.000186061 6.14319e-05 -1.36111e-05
internal_weight=0 0.0041223 0.00297603 0.0045847 0.00351115
internal_count=3910 1692 1107 2218 1880
is_linear=0
shrinkage=0.00196078


Tree=9659
num_leaves=6
num_cat=0
split_feature=43 52 12 16 3
split_gain=9.63817e-06 1.80728e-05 3.02234e-05 2.8558e-05 1.48207e-05
threshold=-0.057994999999999998 -0.074484999999999982 0.088375000000000023 -0.19424999999999998 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.001168273723036303 -0.013146292697850441 -0.006627012808782768 -0.013961988470652095 0.013767115467543015 0.013289366096149261
leaf_weight=0.0018125921855122553 0.0012464380888586183 0.0011166079718445449 0.0010392738253517924 0.0017830550789503801 0.0011646178310213413
leaf_count=1238 438 253 754 691 536
internal_value=0 -0.00265142 0.000669577 0.0059137 0.00448723
internal_weight=0 0.00518537 0.00393894 0.00289966 0.00297721
internal_count=3910 2136 1698 944 1774
is_linear=0
shrinkage=0.1


Tree=9660
num_leaves=6
num_cat=0
split_feature=3 47 1 15 13
split_gain=1.15806e-05 2.16358e-05 2.81704e-05 2.88995e-05 2.39828e-05
threshold=-0.10628499999999998 0.077735000000000012 0.08844500000000001 -0.073314999999999991 -0.0082649999999999998
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00013481732969882813 -0.00027998034703610107 -0.00021982635133581152 0.00042001454479836069 -1.3163236737744296e-05 0.00011399250407091224
leaf_weight=0.0018090964465760665 0.001462520688521385 0.0018905091247901611 0.0010622093392274319 0.001337999465142153 0.0010004091435931286
leaf_count=505 1414 510 404 548 529
internal_value=0 -4.18279e-05 2.73677e-05 0.000178539 -0.000119954
internal_weight=0 0.00675365 0.00486314 0.00240021 0.00246293
internal_count=3910 3405 2895 952 1943
is_linear=0
shrinkage=0.00196078


Tree=9661
num_leaves=6
num_cat=0
split_feature=4 4 2 2 2
split_gain=8.98305e-06 1.56666e-05 2.1292e-05 1.79865e-05 3.4213e-05
threshold=0.24280000000000004 -0.0010999999999999996 0.086915000000000006 0.084235000000000018 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.013530615013462097 0.0060976018792777351 -0.018755837408504367 0.00025666631795637739 -0.014710476044693414 0.0072251201179621893
leaf_weight=0.0010116092949046585 0.0018425811992284083 0.0010645879012857974 0.0013186139209254268 0.0012213102555595429 0.001701830523667383
leaf_count=790 549 282 521 1175 593
internal_value=0 -0.00183781 -0.00823631 0.00203763 -0.00193974
internal_weight=0 0.00631795 0.0023832 0.00393475 0.00292314
internal_count=3910 3361 803 2558 1768
is_linear=0
shrinkage=0.1


Tree=9662
num_leaves=7
num_cat=0
split_feature=51 484 13 47 12 16
split_gain=9.13626e-06 2.59232e-05 1.79737e-05 2.06606e-05 3.42601e-05 3.10915e-05
threshold=0.08955500000000001 0.073820000000000011 -0.16277999999999995 0.09252500000000001 0.086935000000000012 -0.029944999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.012759019503250863 -0.0083160453413388524 0.016189848318704837 0.022466556207296262 -0.010132181145000391 -0.0074791822682679521 -0.00072611097565133031
leaf_weight=0.0010950149577169431 0.001146773161456901 0.0010034560259768958 0.0013302785737784593 0.0011782598462058151 0.0013752803749671693 0.0010221456865499772
leaf_count=136 487 456 597 292 1449 493
internal_value=0 0.0013127 -0.00117498 0.00141058 0.00505904 0.0123892
internal_weight=0 0.00700444 0.00600098 0.00490596 0.0037277 0.00235242
internal_count=3910 3423 2967 2831 2539 1090
is_linear=0
shrinkage=0.1


Tree=9663
num_leaves=7
num_cat=0
split_feature=43 1 3 4 0 133
split_gain=9.39005e-06 1.53717e-05 2.51771e-05 1.84662e-05 1.58428e-05 1.51904e-05
threshold=-0.057994999999999998 0.10353000000000001 0.12046500000000002 -1.0000000180025095e-35 -0.082604999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0096414500853862252 0.0073115354130788186 0.014609008919732592 -0.007251207292955403 -0.018105601218909431 -0.010327925508303925 -0.0053980310251062402
leaf_weight=0.0019434407042633879 0.0010038381966360921 0.0010812473016001967 0.001027569587704307 0.0010224264262881175 0.001033259873083122 0.001026218113373788
leaf_count=727 561 295 233 407 640 1047
internal_value=0 -0.00261179 0.00395712 -0.0071395 -0.00163558 0.00444429
internal_weight=0 0.00516834 0.00210882 0.00305952 0.0020371 0.00296966
internal_count=3910 2136 528 1608 1201 1774
is_linear=0
shrinkage=0.1


Tree=9664
num_leaves=6
num_cat=0
split_feature=52 0 16 4 15
split_gain=7.83069e-06 2.04106e-05 2.9646e-05 1.81847e-05 6.25051e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15737500000000001 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.01068031870178944 -0.0080278660966532373 0.020136307044013479 -0.00098235249767896784 -0.010424524058221207 0.021766048542066759
leaf_weight=0.0018263011070283105 0.001064751547579291 0.0011527786307176208 0.0015700000791336987 0.0015105191778852492 0.001004203759859503
leaf_count=1597 647 618 476 319 253
internal_value=0 0.00117161 0.00795893 -0.00308553 0.00243013
internal_weight=0 0.0070638 0.00272278 0.00434102 0.00251472
internal_count=3910 3263 1094 2169 572
is_linear=0
shrinkage=0.1


Tree=9665
num_leaves=6
num_cat=0
split_feature=1 12 2 52 4
split_gain=8.3414e-06 2.11605e-05 3.00629e-05 4.6255e-05 4.10876e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 0.091210000000000013 -0.0048949999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0090423847677518817 0.0082545512681145624 -0.013807243278714555 -0.015798918952835056 0.024557205149434727 0.0086924981328226902
leaf_weight=0.0019519202808726491 0.0010572212648212297 0.0011305985596225566 0.0010752102397624424 0.0010130401467948998 0.0018873982428951081
leaf_count=1354 345 520 738 430 523
internal_value=0 -0.00127002 0.00112128 0.00611133 -0.000196095
internal_weight=0 0.00705817 0.00592757 0.00397565 0.00296261
internal_count=3910 3565 3045 1691 1261
is_linear=0
shrinkage=0.1


Tree=9666
num_leaves=7
num_cat=0
split_feature=52 150 47 133 0 16
split_gain=8.66815e-06 2.06346e-05 2.93081e-05 2.63351e-05 3.4101e-05 2.03736e-05
threshold=0.11401500000000002 0.086870000000000017 0.077065000000000008 0.087035000000000015 -0.075584999999999986 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.014624561366554881 -0.0084450870801769506 -0.011487838772416339 -0.0074380740376411049 -0.0061333494200882565 0.026546576748989539 -0.0050060926888863023
leaf_weight=0.0010727543899070079 0.0010624940513063912 0.0010778619323081988 0.0017255861002272383 0.0010029522428238605 0.0011173612390569516 0.0010424226174246089
leaf_count=566 647 374 444 688 479 712
internal_value=0 0.00124499 0.0035473 0.00802286 0.0124151 0.00494999
internal_weight=0 0.00703894 0.00596108 0.00423549 0.00323254 0.00211518
internal_count=3910 3263 2889 2445 1757 1278
is_linear=0
shrinkage=0.1


Tree=9667
num_leaves=6
num_cat=0
split_feature=1 12 2 12 1
split_gain=7.54505e-06 1.66381e-05 2.49213e-05 4.03035e-05 2.48978e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 0.085185000000000025 0.10232500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0083434793534038054 0.0078603836107474893 -0.012336836253942152 -0.01000811730031956 0.020200992078230541 0.0093489556031922279
leaf_weight=0.0019467305385073314 0.0010558228683080657 0.0011275014192322613 0.0015010303895787718 0.0012648214678759378 0.0011922813936390325
leaf_count=1354 345 520 463 957 271
internal_value=0 -0.00120551 0.00091996 0.005476 -0.00143908
internal_weight=0 0.00703237 0.00590486 0.00395813 0.00269331
internal_count=3910 3565 3045 1691 734
is_linear=0
shrinkage=0.1


Tree=9668
num_leaves=7
num_cat=0
split_feature=2 48 13 2 4 3
split_gain=7.75862e-06 2.95336e-05 3.98625e-05 4.89404e-05 3.14251e-05 1.36694e-05
threshold=0.11934000000000002 0.09227500000000001 -0.094679999999999986 0.097575000000000009 -0.034289999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.014088139915150481 -0.0072553115669857617 0.016839747358299333 -0.01217228875394738 -0.023592531343146702 -0.00021548539713862289 0.016008274549727013
leaf_weight=0.0012809874466523166 0.0012521348718971363 0.0010380679636261434 0.0012675229875258147 0.0011610289573181893 0.0010502069531814445 0.0010273798799279345
leaf_count=310 465 320 1292 531 858 134
internal_value=0 0.00130803 -0.00147798 -0.00590306 0.00023665 0.00780727
internal_weight=0 0.00682519 0.00578713 0.00450614 0.00334511 0.00207759
internal_count=3910 3445 3125 2815 2284 992
is_linear=0
shrinkage=0.1


Tree=9669
num_leaves=6
num_cat=0
split_feature=48 3 47 1 4
split_gain=8.38853e-06 2.1719e-05 3.12453e-05 2.98945e-05 1.57865e-05
threshold=0.11119000000000002 -0.10628499999999998 0.077735000000000012 0.088010000000000019 -0.082224999999999979
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012213384002772762 -0.0083793571135304338 0.0041281381516362009 -0.014893398628498642 0.011573875974058616 -0.012699612010139869
leaf_weight=0.0014320770818384374 0.0010443766124049398 0.0010004159145653806 0.0013415078224705782 0.0019835395595199741 0.001259149585767476
leaf_count=468 215 484 407 928 1408
internal_value=0 0.00122669 -0.00159066 0.00261516 -0.00524918
internal_weight=0 0.00701669 0.00558461 0.00424311 0.00225957
internal_count=3910 3695 3227 2820 1892
is_linear=0
shrinkage=0.1


Tree=9670
num_leaves=8
num_cat=0
split_feature=50 4 40 2 3 1 0
split_gain=1.15289e-05 3.16388e-05 2.82253e-05 3.41549e-05 3.09354e-05 2.92368e-05 1.94329e-05
threshold=0.082310000000000008 0.28937500000000005 -1.0000000180025095e-35 0.10869000000000002 0.088060000000000013 0.093575000000000019 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00032993514855875298 -0.00020114179617046832 0.00033657317571661943 -0.00031823871491551983 -0.00027927668699279817 0.00039036019950149429 0.00028573956755242798 5.300260324704849e-05
leaf_weight=0.0010148587413891207 0.0010123196569593153 0.0010544998393601452 0.0010104132975249879 0.0011140505796970067 0.0010954873696393036 0.0010009247889204076 0.0011696409456568044
leaf_count=269 747 396 971 372 148 265 742
internal_value=0 2.18543e-05 -2.9957e-05 2.65191e-05 0.000106181 8.31354e-06 -0.000119061
internal_weight=0 0.00745988 0.00640538 0.00539052 0.00427647 0.00318098 0.00218005
internal_count=3910 3163 2767 2498 2126 1978 1713
is_linear=0
shrinkage=0.00196078


Tree=9671
num_leaves=7
num_cat=0
split_feature=50 4 40 2 0 4
split_gain=1.31449e-05 2.65009e-05 2.17898e-05 3.80827e-05 3.58703e-05 3.15552e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 0.10869000000000002 -0.06402999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00028327025925373064 -0.00021372409588233112 0.00030964727360727174 -0.00019633084309010395 -0.00029397920954847383 0.00036111470753357388 0.00021742823422428692
leaf_weight=0.0010329587598124227 0.001002817707820321 0.0010795834013100939 0.0016277004939669322 0.0011266059960153771 0.0014590355718081763 0.0012550857864941718
leaf_count=274 731 396 1523 372 272 342
internal_value=0 2.51534e-05 -2.2088e-05 2.7248e-05 0.000110599 -1.61915e-05
internal_weight=0 0.00758097 0.00650139 0.00546843 0.00434182 0.00288279
internal_count=3910 3179 2783 2509 2137 1865
is_linear=0
shrinkage=0.00196078


Tree=9672
num_leaves=6
num_cat=0
split_feature=43 43 52 12 16
split_gain=8.48973e-06 1.68031e-05 1.49508e-05 2.62472e-05 2.8675e-05
threshold=-0.057994999999999998 -0.093039999999999984 -0.074484999999999982 0.088375000000000023 -0.19424999999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0016611235851215617 0.0012323997729835304 0.0012779360643126677 0.0011105947141381209 0.0010197931496292822 0.0017662973557755709
leaf_count=602 438 1172 253 754 691
internal_value=0 0.00426311 -0.00247767 0.000558599 0.00544499
internal_weight=0 0.00293906 0.00512908 0.00389669 0.00287689
internal_count=3910 1774 2136 1698 944
is_linear=0
shrinkage=0.1


Tree=9673
num_leaves=7
num_cat=0
split_feature=51 4 151 15 43 13
split_gain=8.29831e-06 2.20035e-05 2.40889e-05 4.10751e-05 3.5603e-05 4.57643e-05
threshold=0.08955500000000001 0.28937500000000005 -0.016164999999999995 -0.017214999999999998 -0.083899999999999988 -0.094679999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=0.012844648794114746 -0.0079475953071193647 0.014685302870324882 -0.017210971814109414 0.016213768230702044 0.0098881929582629105 -0.019772861933808672
leaf_weight=0.0010244250379633328 0.0011344818691770607 0.0010403311836661225 0.0015902765167090144 0.0011860282885352426 0.0010032966037376067 0.0010802660871330697
leaf_count=499 487 404 872 359 127 1162
internal_value=0 0.001279 -0.00109121 -0.00402879 0.00238281 -0.00549019
internal_weight=0 0.00692462 0.00588429 0.00485987 0.00326959 0.00208356
internal_count=3910 3423 3019 2520 1648 1289
is_linear=0
shrinkage=0.1


Tree=9674
num_leaves=6
num_cat=0
split_feature=160 42 160 13 4
split_gain=7.96398e-06 1.96227e-05 1.99882e-05 3.02915e-05 3.18277e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.16277999999999995 0.05309500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0060237258257489984 -0.010237278476978877 -0.0076022756471378411 -0.0084321866920224111 0.0032230514241169423 0.023499608594127277
leaf_weight=0.0017324774414368667 0.0011412007459137251 0.0010276054979208699 0.0010017276061049848 0.0017528148437820292 0.0013864794234853912
leaf_count=1218 882 145 332 1011 322
internal_value=0 0.0016307 0.00425108 0.00730015 0.0121783
internal_weight=0 0.00630983 0.00516863 0.0041669 0.00313929
internal_count=3910 2692 1810 1478 1333
is_linear=0
shrinkage=0.1


Tree=9675
num_leaves=5
num_cat=0
split_feature=52 16 0 16
split_gain=8.19917e-06 2.28165e-05 3.3642e-05 1.40463e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.11756999999999999 0.11346000000000002
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=0.010913744127604923 -0.0082084957067099472 -0.011422158483835572 0.011455974393659116 -0.0035370276447483175
leaf_weight=0.0015034714891220295 0.0016114190336475576 0.0018089367029406576 0.0018908584017181241 0.0012171994503534494
leaf_count=640 339 817 1564 550
internal_value=0 -0.00230223 0.00240823 0.00444862
internal_weight=0 0.00531121 0.00350228 0.00272067
internal_count=3910 2720 1903 1190
is_linear=0
shrinkage=0.1


Tree=9676
num_leaves=7
num_cat=0
split_feature=15 16 52 16 4 4
split_gain=1.38841e-05 4.60199e-05 2.75275e-05 3.94496e-05 3.86509e-05 2.84885e-05
threshold=-0.16430499999999995 -0.30307999999999996 0.091210000000000013 0.10994000000000002 0.0057500000000000008 -0.076854999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.00019584612149021281 -0.00041814500433714954 0.00013003759294197948 0.00026926153043285906 -0.00031862350283372461 0.00036817376944269143 -0.00030057820919088382
leaf_weight=0.0011847053417134113 0.001025819389521729 0.0012613881594823388 0.001426710124631571 0.0013986081021627825 0.0011363681618727084 0.001110865142629655
leaf_count=445 304 840 692 591 240 798
internal_value=0 -3.28687e-05 2.95291e-05 -4.01698e-05 7.08275e-05 -7.16087e-05
internal_weight=0 0.00735976 0.00633394 0.00490723 0.00350862 0.00237225
internal_count=3910 3465 3161 2469 1878 1638
is_linear=0
shrinkage=0.00196078


Tree=9677
num_leaves=7
num_cat=0
split_feature=42 49 1 2 0 457
split_gain=1.4233e-05 3.06729e-05 1.97034e-05 4.11345e-05 4.42145e-05 1.53191e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 0.10393500000000001 -0.077944999999999987 0.083585000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00034520651473005413 -0.00020219329243903689 -4.6140682456115954e-05 0.00030613359423884687 -0.00030775876511473062 0.00045082498135042004 -7.0674673261782479e-06
leaf_weight=0.0010269997460141992 0.0012123671998553673 0.0017081158999226944 0.0013975037418351181 0.0010006446953773444 0.001152823431958636 0.0010334700798478433
leaf_count=463 843 1409 302 341 310 242
internal_value=0 2.71796e-05 0.000106629 3.44291e-05 0.000154113 -0.000175606
internal_weight=0 0.00731956 0.00525909 0.00386158 0.00286094 0.00206047
internal_count=3910 3067 2362 2060 1719 705
is_linear=0
shrinkage=0.00196078


Tree=9678
num_leaves=7
num_cat=0
split_feature=1 42 133 15 15 48
split_gain=8.33795e-06 1.66654e-05 2.36693e-05 3.20199e-05 3.74561e-05 1.56617e-05
threshold=0.12730000000000002 0.088915000000000008 0.065880000000000008 1.0000000180025095e-35 -0.07142999999999998 0.085845000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0019940098214263542 0.0082961398730365069 -0.011585695036857585 0.013771771408028034 -0.01795898728152362 0.015367173283429032 -0.014948091869262626
leaf_weight=0.0011860872645435702 0.0010485652244118472 0.0012788172802911833 0.0011634463348152192 0.0010058025974771772 0.0013496424523699959 0.0010105044974578561
leaf_count=311 345 1025 793 726 445 265
internal_value=0 -0.00126622 0.00104272 -0.00221067 0.00225596 -0.00579991
internal_weight=0 0.0069943 0.00571548 0.00455204 0.00354623 0.00219659
internal_count=3910 3565 2540 1747 1021 576
is_linear=0
shrinkage=0.1


Tree=9679
num_leaves=6
num_cat=0
split_feature=160 42 49 1 2
split_gain=7.84559e-06 1.86841e-05 1.73331e-05 3.14183e-05 1.56423e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.045004999999999996 0.11052000000000002 0.091525000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0059797132098694606 -0.0099641531832184733 0.013479279095207897 -0.0020668904115817527 -0.013301036089700678 0.013607848672411145
leaf_weight=0.0017313549220005376 0.0011401206898588928 0.0014438212655945195 0.0011427379998304539 0.0011345785082599947 0.001437540065688616
leaf_count=1218 882 336 675 316 483
internal_value=0 0.00162097 0.0041814 0.000567678 0.00666591
internal_weight=0 0.0062988 0.00515868 0.00371486 0.00258028
internal_count=3910 2692 1810 1474 1158
is_linear=0
shrinkage=0.1


Tree=9680
num_leaves=6
num_cat=0
split_feature=1 4 3 12 15
split_gain=2.06667e-05 3.01102e-05 2.28163e-05 4.75963e-05 3.87813e-05
threshold=0.076710000000000014 -0.083329999999999987 0.076695000000000013 0.080120000000000011 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=2.8533103451267673e-05 0.00050839719031221125 -0.00039050639130048381 0.00011668006361670597 -7.8362643370395627e-06 -0.00034830077150012638
leaf_weight=0.0015462168516485991 0.0010711899042380876 0.0011493047919966554 0.0017451947486024793 0.0019128189863066474 0.0011401659776244361
leaf_count=454 437 1554 265 956 244
internal_value=0 -0.000150135 5.7265e-05 0.00017748 -6.70596e-05
internal_weight=0 0.00269552 0.00586937 0.00298401 0.00288536
internal_count=3910 2008 1902 1393 509
is_linear=0
shrinkage=0.00196078


Tree=9681
num_leaves=6
num_cat=0
split_feature=1 4 3 2 15
split_gain=8.84516e-06 2.43191e-05 1.45767e-05 3.47769e-05 3.25653e-05
threshold=0.076710000000000014 -0.083329999999999987 0.076695000000000013 1.0000000180025095e-35 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.003463484271821261 -0.0015291715628452812 -0.01637903866372176 0.0058751042680259512 0.021441679449113415 -0.016519952651995042
leaf_weight=0.0014630624719330929 0.0017119182459156819 0.0010689459109557247 0.0016415519821498699 0.0010716615071120464 0.0010742065026840492
leaf_count=454 899 1554 265 494 244
internal_value=0 -0.0049135 0.00222915 0.00731447 -0.00298316
internal_weight=0 0.00253201 0.00549934 0.00278358 0.00271576
internal_count=3910 2008 1902 1393 509
is_linear=0
shrinkage=0.1


Tree=9682
num_leaves=7
num_cat=0
split_feature=1 484 43 16 12 3
split_gain=8.90982e-06 1.46979e-05 2.10137e-05 5.26057e-05 4.12383e-05 3.22655e-05
threshold=0.12730000000000002 0.073820000000000011 -0.15109999999999998 0.061570000000000007 0.086935000000000012 0.0066850000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.010022432382669784 0.0085855524853197581 0.0098755710682005369 0.018594774000829119 -0.024544563956633025 -0.016264171784154569 -0.0034221119191563186
leaf_weight=0.0010010972009026004 0.001046115179810036 0.0010052008168044968 0.001215597661920159 0.001156023063601107 0.0011251838481485862 0.0014711953083965182
leaf_count=278 345 447 809 514 1294 223
internal_value=0 -0.00131121 -0.00319507 -0.00585851 -0.000191768 0.00653909
internal_weight=0 0.0069743 0.0059691 0.004968 0.00381198 0.00268679
internal_count=3910 3565 3118 2840 2326 1032
is_linear=0
shrinkage=0.1


Tree=9683
num_leaves=7
num_cat=0
split_feature=13 48 1 160 0 4
split_gain=1.75819e-05 3.73944e-05 4.02849e-05 2.47443e-05 2.12569e-05 3.63174e-05
threshold=-0.23438999999999996 0.11119000000000002 0.11198000000000001 -1.0000000180025095e-35 -0.077944999999999987 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0002250190784262243 -0.00031052249904613279 -0.00038386916269785585 0.00030127422123357554 -0.00032127298378785407 0.0001989946347757036 0.00015501012391439567
leaf_weight=0.0011235561687169635 0.0012118025141085488 0.0010368928500876628 0.0014829137342434505 0.0013265675548727359 0.0014453712848125728 0.0011483548582361628
leaf_count=210 981 187 395 1111 721 305
internal_value=0 -3.76536e-05 1.66151e-05 -6.56368e-05 1.00598e-05 -0.000100279
internal_weight=0 0.0076519 0.00661501 0.0051321 0.00392029 0.00247492
internal_count=3910 3700 3513 3118 2137 1416
is_linear=0
shrinkage=0.00196078


Tree=9684
num_leaves=6
num_cat=0
split_feature=160 42 4 2 15
split_gain=8.07663e-06 1.77869e-05 1.68346e-05 3.75456e-05 2.37429e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.074650000000000008 0.106285 -0.063364999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0060731465516111133 -0.0096833088284637055 0.004548991124257884 0.012090502555482475 0.016301900046120511 -0.015523539038038806
leaf_weight=0.0017299858530117678 0.0011361103127579455 0.0010455894661839465 0.0017556797995301864 0.0010003582357090614 0.001350336435417421
leaf_count=1218 882 315 412 292 791
internal_value=0 0.00164245 0.00414001 3.00672e-05 -0.00676382
internal_weight=0 0.00628807 0.00515196 0.00339628 0.00239593
internal_count=3910 2692 1810 1398 1106
is_linear=0
shrinkage=0.1


Tree=9685
num_leaves=6
num_cat=0
split_feature=48 1 2 12 3
split_gain=8.63568e-06 2.22986e-05 3.49369e-05 3.17515e-05 1.83913e-05
threshold=0.11119000000000002 0.11198000000000001 0.10393500000000001 0.088325000000000015 -0.048154999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.014120683758534701 -0.0085483441084131442 0.011460198174228811 -0.015544666706898885 0.015357386183035336 0.0031344414870266703
leaf_weight=0.0010079403362319823 0.0010340142602273334 0.001635573940784508 0.0013862802216163444 0.0013489375009327017 0.0015954356986761251
leaf_count=1079 215 523 543 1170 380
internal_value=0 0.00124443 -0.00188535 0.00290568 -0.00354617
internal_weight=0 0.00697417 0.00533859 0.00395231 0.00260338
internal_count=3910 3695 3172 2629 1459
is_linear=0
shrinkage=0.1


Tree=9686
num_leaves=7
num_cat=0
split_feature=11 2 3 16 4 15
split_gain=2.72796e-05 2.47409e-05 4.49884e-05 4.30128e-05 3.0479e-05 2.42047e-05
threshold=1.0000000180025095e-35 0.096540000000000015 0.0066850000000000008 0.13514000000000004 0.0057500000000000008 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00010562384925826494 -0.00030730331098874992 0.0004594121058139027 0.00020173051877190543 -0.00042189714547018285 0.00029161296922151979 -0.00018736281723387638
leaf_weight=0.0019686316651851029 0.0010064170442732031 0.0012260396985230319 0.0011839187280651923 0.0010025336933112312 0.0011924143597952645 0.0012784403786242115
leaf_count=1868 304 740 187 253 369 189
internal_value=0 3.55809e-05 0.000152521 -6.80129e-05 4.42224e-05 -2.84139e-07
internal_weight=0 0.00785198 0.0036884 0.00416358 0.00316105 0.00246236
internal_count=3910 3606 1116 2490 2237 376
is_linear=0
shrinkage=0.00196078


Tree=9687
num_leaves=5
num_cat=0
split_feature=42 49 2 0
split_gain=8.07883e-06 2.34066e-05 1.79692e-05 2.39216e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.10393500000000001 -0.077944999999999987
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0080751452812168178 -0.0078064658052378957 0.0016225197866095685 -0.00331502228568377 0.018975766764725843
leaf_weight=0.0019268844888072519 0.0011428532864304992 0.001787652174642416 0.0017254607282586537 0.0014296913762138518
leaf_count=705 843 1448 523 391
internal_value=0 0.00127374 0.00491827 0.00933378
internal_weight=0 0.00686969 0.0049428 0.00321734
internal_count=3910 3067 2362 1839
is_linear=0
shrinkage=0.1


Tree=9688
num_leaves=5
num_cat=0
split_feature=160 42 49 2
split_gain=7.83816e-06 1.8065e-05 1.74851e-05 3.05431e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.098195000000000018
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0059808108758407147 -0.0097944718070709143 0.013911127245169051 -0.0085531081770739859 0.0094064317843634056
leaf_weight=0.0017288805402095909 0.0011350970080554546 0.0013512270837679231 0.0018454549621055773 0.0019449126227613018
leaf_count=1218 882 317 970 523
internal_value=0 0.00162342 0.00414412 0.000662287
internal_weight=0 0.00627669 0.00514159 0.00379037
internal_count=3910 2692 1810 1493
is_linear=0
shrinkage=0.1


Tree=9689
num_leaves=7
num_cat=0
split_feature=13 48 1 160 43 1
split_gain=1.32543e-05 3.46614e-05 3.58541e-05 2.57509e-05 1.63891e-05 1.87994e-05
threshold=-0.23438999999999996 0.11119000000000002 0.11198000000000001 -1.0000000180025095e-35 -0.0037249999999999996 0.088495000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.00019130529506338013 -0.000317387317716368 -0.00037387000742639923 0.00028535152194161481 -0.00012444662338828759 0.0003142419001512085 -5.9137415122378143e-05
leaf_weight=0.0011238205905947894 0.0011733012207613015 0.0010154629676546985 0.001467041661047378 0.0017635902004891086 0.0010659062398474355 0.0010094112469025522
leaf_count=210 981 187 395 1284 517 336
internal_value=0 -3.7044e-05 1.57452e-05 -6.31668e-05 1.45316e-05 0.000132634
internal_weight=0 0.00749471 0.00647925 0.00501221 0.00383891 0.00207532
internal_count=3910 3700 3513 3118 2137 853
is_linear=0
shrinkage=0.00196078


Tree=9690
num_leaves=8
num_cat=0
split_feature=50 15 16 1 16 52 3
split_gain=2.90131e-05 4.16761e-05 5.63039e-05 4.19163e-05 7.12204e-05 6.12005e-05 5.85188e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 0.095575000000000007 0.081265000000000018 0.0033900000000000002 0.0048550000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00040844294854949266 -0.0003173461622505178 -0.00043494431076641893 -0.00057223057837791854 0.00065625731745392983 -8.0519304863450842e-05 0.00023386727686352743 6.0344909650519125e-05
leaf_weight=0.0010053400473122118 0.0010106499074507983 0.0010585724793091764 0.0011807268399101171 0.0010014620860287326 0.0010163292378259662 0.0015633281373313053 0.0010733902212384629
leaf_count=413 715 298 945 272 252 885 130
internal_value=0 3.54878e-05 -1.89011e-05 5.65735e-05 0.000285155 -6.4248e-05 -0.000271004
internal_weight=0 0.00789915 0.00689381 0.00583524 0.00201779 0.00381745 0.00225412
internal_count=3910 3195 2782 2484 524 1960 1075
is_linear=0
shrinkage=0.00196078


Tree=9691
num_leaves=6
num_cat=0
split_feature=51 484 15 1 16
split_gain=7.97668e-06 1.76001e-05 1.63714e-05 2.85293e-05 3.94696e-05
threshold=0.085845000000000019 0.06242000000000001 0.041585000000000004 0.091035000000000019 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01373423387326776 -0.0073232343523316999 0.013575372262734517 0.0083365430309084044 -0.0088995029684654607 0.01603947741028125
leaf_weight=0.0017497080228965844 0.0012622719676012141 0.0010010394054756891 0.0014655961315593298 0.0013468846359124293 0.001200015321611875
leaf_count=908 552 471 1223 348 408
internal_value=0 0.00133628 -0.000789955 -0.00390305 0.00285092
internal_weight=0 0.00676324 0.0057622 0.00429661 0.0025469
internal_count=3910 3358 2887 1664 756
is_linear=0
shrinkage=0.1


Tree=9692
num_leaves=7
num_cat=0
split_feature=50 133 16 52 2 4
split_gain=1.10695e-05 2.396e-05 3.3677e-05 9.21858e-05 2.68094e-05 4.05048e-05
threshold=0.082310000000000008 0.087330000000000019 -0.010344999999999998 -0.07125999999999999 0.085255000000000011 0.17888000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00017096153480164935 -0.00019856154357330067 -0.0002568121670535982 -7.097900589210523e-05 0.00066414678423468989 -0.00042341488509855678 8.5873985429501368e-05
leaf_weight=0.0012847870749250509 0.0010189734877349655 0.0010392204264822111 0.0016015911424810752 0.0011106485347332229 0.0012553770422603831 0.0011507540860140016
leaf_count=531 747 761 588 383 640 260
internal_value=0 1.93478e-05 6.4168e-05 0.000230051 -5.77299e-05 -0.000179843
internal_weight=0 0.00744238 0.00640316 0.00271224 0.00369092 0.00240613
internal_count=3910 3163 2402 971 1431 900
is_linear=0
shrinkage=0.00196078


Tree=9693
num_leaves=7
num_cat=0
split_feature=11 15 16 2 133 1
split_gain=3.4881e-05 2.32807e-05 3.27853e-05 7.32234e-05 3.28801e-05 5.48897e-05
threshold=1.0000000180025095e-35 -0.106555 -0.19424999999999998 0.11043500000000002 1.0000000180025095e-35 0.088495000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00025267699075909159 -0.00034619878880208873 -0.00032255688025004608 0.00031168251857470588 0.00050750181755578852 -0.00036384755886933096 -0.00021843311182450278
leaf_weight=0.0015821201794482568 0.0010145079903880047 0.0010900242155187931 0.0014477228168821386 0.0010729868157922989 0.0010675163628094666 0.0015602782851145188
leaf_count=591 304 216 918 348 1017 516
internal_value=0 4.02414e-05 -1.36333e-05 5.1771e-05 -6.82121e-05 3.67066e-05
internal_weight=0 0.00782065 0.00623853 0.0051485 0.00407552 0.003008
internal_count=3910 3606 3015 2799 2451 1434
is_linear=0
shrinkage=0.00196078


Tree=9694
num_leaves=5
num_cat=0
split_feature=160 4 4 12
split_gain=8.34987e-06 1.75834e-05 2.40725e-05 2.44595e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 0.091475000000000015
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0061797616150566469 0.011881956214057882 0.011594028799957645 -0.0096439720712173486 -0.0068788036338352319
leaf_weight=0.0017330681919076217 0.0017941994831147336 0.0013886369015921182 0.0019873429805124191 0.0011342681977213351
leaf_count=1218 1100 396 521 675
internal_value=0 0.00165759 -0.00114929 0.00461545
internal_weight=0 0.00630445 0.00491581 0.00292847
internal_count=3910 2692 2296 1775
is_linear=0
shrinkage=0.1


Tree=9695
num_leaves=7
num_cat=0
split_feature=13 39 0 151 43 2
split_gain=8.46479e-06 1.85397e-05 2.25517e-05 3.94794e-05 3.88896e-05 4.69216e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.053834999999999994 -0.0088999999999999982 -0.074254999999999988 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0083914568014912243 -0.016334418381730706 0.011271136021733564 -0.015968323930085512 0.019699583755356253 -0.018030780760153877 0.0097127201246213681
leaf_weight=0.001039336078894817 0.0011759655831864017 0.0010072108275639615 0.0011516938758768594 0.0011768231849729879 0.0010803210209049182 0.0013990913151049648
leaf_count=210 470 419 468 832 997 514
internal_value=0 -0.00128078 -0.00339352 -0.000396473 0.00472969 -0.00237558
internal_weight=0 0.00699111 0.00598389 0.0048322 0.00365624 0.00247941
internal_count=3910 3700 3281 2813 2343 1511
is_linear=0
shrinkage=0.1


Tree=9696
num_leaves=5
num_cat=0
split_feature=42 49 2 0
split_gain=7.92155e-06 2.00848e-05 1.73178e-05 1.8687e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.10393500000000001 -0.077944999999999987
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.007389629748762558 -0.0077381071649054237 0.0021673268355789049 -0.0034526343556310437 0.017510341507165645
leaf_weight=0.0019318692106109819 0.0011421547931009229 0.0017902993751702403 0.0017233388270806709 0.0014261691041605961
leaf_count=705 843 1448 523 391
internal_value=0 0.00125545 0.00463638 0.00897036
internal_weight=0 0.00687168 0.00493981 0.00321647
internal_count=3910 3067 2362 1839
is_linear=0
shrinkage=0.1


Tree=9697
num_leaves=7
num_cat=0
split_feature=50 133 52 4 3 49
split_gain=1.28838e-05 2.56554e-05 3.51322e-05 4.89538e-05 6.36976e-05 3.12459e-05
threshold=0.082310000000000008 0.087330000000000019 0.071660000000000015 -0.034289999999999994 -0.074234999999999982 -0.010424999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00039473641205651025 -0.00021362279379115833 -0.00026273285246665017 0.00032845009910789316 0.00047711508930755263 -0.00033865994203642358 9.4891485890247332e-05
leaf_weight=0.0010170826009832587 0.0010065166439221862 0.0010398168450594866 0.0015297931975387039 0.0011417000694885536 0.0010552244293529417 0.001620682999063751
leaf_count=512 747 761 791 518 210 371
internal_value=0 2.2816e-05 6.94684e-05 -1.24787e-05 8.9362e-05 -7.60763e-05
internal_weight=0 0.0074043 0.00636448 0.00483469 0.00381761 0.00267591
internal_count=3910 3163 2402 1611 1099 581
is_linear=0
shrinkage=0.00196078


Tree=9698
num_leaves=6
num_cat=0
split_feature=42 0 49 12 0
split_gain=1.63945e-05 2.55559e-05 2.61716e-05 3.52287e-05 5.17118e-05
threshold=0.091955000000000023 0.047345000000000005 -0.0057999999999999987 0.086865000000000012 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00020577495666055726 -0.00021308839279426375 0.00029814975186015697 0.00013444787999196005 0.00031220407291960287 -0.00041967858107841259
leaf_weight=0.0019749790418448366 0.0012395792630422791 0.0011579040842871532 0.0018339424367901532 0.0014779134760543756 0.0010008421206286965
leaf_count=640 843 259 326 1132 710
internal_value=0 3.04578e-05 -1.88389e-05 6.67675e-05 -6.11907e-05
internal_weight=0 0.00744558 0.00628768 0.0043127 0.00283478
internal_count=3910 3067 2808 2168 1036
is_linear=0
shrinkage=0.00196078


Tree=9699
num_leaves=6
num_cat=0
split_feature=2 52 3 16 2
split_gain=1.45105e-05 4.15175e-05 3.58859e-05 2.79339e-05 2.72321e-05
threshold=0.11005500000000001 0.086950000000000013 0.090325000000000003 -0.055679999999999993 0.11934000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=9.9437286816546266e-05 0.00032477746302384035 -0.00037181937296101376 0.00035330590716695982 -0.00024500759702127426 -7.9666613479681205e-05
leaf_weight=0.0018995002981654775 0.001242204566125 0.0012868608801813695 0.0010091669646621611 0.0017293374885080689 0.0013204424029148909
leaf_count=957 290 913 178 1107 465
internal_value=0 -6.02131e-05 2.62451e-05 -6.47093e-05 0.000116382
internal_weight=0 0.00592487 0.004638 0.00362884 0.00256265
internal_count=3910 3155 2242 2064 755
is_linear=0
shrinkage=0.00196078


Tree=9700
num_leaves=6
num_cat=0
split_feature=49 42 3 4 16
split_gain=8.48763e-06 1.88647e-05 2.18437e-05 2.23519e-05 3.17106e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 -0.114825
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0059478918550834991 0.010743464531819853 -0.014060111241646248 0.0090307428038410437 0.0057799518477274249 -0.019058472271817062
leaf_weight=0.0018301061170499953 0.0010046172814091427 0.001574531741177148 0.0015699567175083565 0.0010136869935850638 0.0010426880420451
leaf_count=529 529 1498 653 337 364
internal_value=0 -0.00180165 -0.00422491 4.54719e-05 -0.00681441
internal_weight=0 0.00620548 0.00520086 0.00362633 0.00205638
internal_count=3910 3381 2852 1354 701
is_linear=0
shrinkage=0.1


Tree=9701
num_leaves=7
num_cat=0
split_feature=15 16 0 1 52 3
split_gain=1.38327e-05 5.52677e-05 4.09604e-05 7.08475e-05 2.98511e-05 2.55695e-05
threshold=-0.16430499999999995 -0.30307999999999996 -0.082994999999999985 0.094485000000000013 0.091210000000000013 -0.074679999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4
right_child=1 2 4 -5 -6 -7
leaf_value=0.00019274690781262481 -0.00045655123928634684 -3.8120949986084895e-05 -0.00047982243997833873 0.00057871143709202911 0.00012391010824395367 -4.1628293722096906e-05
leaf_weight=0.0011839261417802057 0.0010308603202395404 0.0018761724022416828 0.0010381532488519143 0.001157608144173798 0.0012179758088918923 0.0010101278806321909
leaf_count=445 304 1247 880 206 466 362
internal_value=0 -3.5671e-05 3.31966e-05 0.000197246 -0.000119176 -0.000263723
internal_weight=0 0.0073309 0.00630004 0.00303378 0.00326626 0.00204828
internal_count=3910 3465 3161 1453 1708 1242
is_linear=0
shrinkage=0.00196078


Tree=9702
num_leaves=6
num_cat=0
split_feature=12 51 160 13 4
split_gain=8.11337e-06 1.68014e-05 2.93244e-05 2.40997e-05 2.94878e-05
threshold=-0.036459999999999992 -0.09021499999999999 -1.0000000180025095e-35 -0.083514999999999992 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0083981169505116075 0.012783218699446984 -0.015848704327867263 0.011680657094946777 -0.012120544713160986 0.0073877640775060569
leaf_weight=0.0010139363100736916 0.0010582475423547956 0.0010743205875419553 0.0017790051446997988 0.0016416835724241327 0.0014673807293083027
leaf_count=504 452 904 571 1170 309
internal_value=0 0.00117137 -0.000889589 0.00239819 -0.00291324
internal_weight=0 0.00702064 0.00596239 0.00488807 0.00310906
internal_count=3910 3406 2954 2050 1479
is_linear=0
shrinkage=0.1


Tree=9703
num_leaves=6
num_cat=0
split_feature=15 16 0 47 12
split_gain=8.13598e-06 2.41506e-05 3.75469e-05 3.80695e-05 2.74364e-05
threshold=-0.16430499999999995 -0.27337499999999998 -0.10575999999999998 0.085165000000000018 0.086865000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0079161778039758841 -0.014360196072697696 0.013219696631299321 -0.021034282596319905 0.012107754301681799 -0.0013396473335653631
leaf_weight=0.0011095685209908477 0.0011764865061392616 0.0018235111658238146 0.0012779727798141083 0.0010526239411431078 0.0015841676197686371
leaf_count=445 317 338 954 318 1538
internal_value=0 -0.00130834 0.00136761 -0.00415314 -0.0101335
internal_weight=0 0.00691476 0.00573828 0.00391476 0.00286214
internal_count=3910 3465 3148 2810 2492
is_linear=0
shrinkage=0.1


Tree=9704
num_leaves=6
num_cat=0
split_feature=0 43 160 16 13
split_gain=8.80549e-06 1.78674e-05 2.27722e-05 4.63766e-05 1.75179e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 1.0000000180025095e-35 -0.008069999999999999 -0.073799999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0099320562753461225 0.0068547089240129089 0.0078755859254291283 -0.0113968716803583 0.02315779176781296 -0.0088512887058850211
leaf_weight=0.0018524049935793579 0.0015079999565408659 0.0010815537917920836 0.0010350945712259475 0.0010475752802125309 0.0014868451231602191
leaf_count=1214 394 645 309 479 869
internal_value=0 -0.00162653 0.00168135 0.00542507 -0.0018076
internal_weight=0 0.00650347 0.00465107 0.00361597 0.0025684
internal_count=3910 3516 2302 1993 1514
is_linear=0
shrinkage=0.1


Tree=9705
num_leaves=7
num_cat=0
split_feature=50 51 457 2 16 15
split_gain=1.02847e-05 2.47793e-05 2.4086e-05 2.76964e-05 3.66404e-05 3.46899e-05
threshold=0.082310000000000008 -0.07742499999999998 0.041935000000000007 0.096540000000000015 -0.17157499999999998 -0.042544999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00021099766356726232 -0.00019268446889098999 -0.00041138614793681636 0.0003514725690874244 -8.041829733041932e-05 0.00038186351525147492 7.3879658963825958e-05
leaf_weight=0.0014529487930347168 0.0010069480520148244 0.0010085771842483294 0.0010042818082401442 0.0012916992073752774 0.0013461589114398681 0.0012917819703598724
leaf_count=618 747 464 277 284 443 1077
internal_value=0 1.85389e-05 7.46608e-05 1.83658e-05 0.000155495 -0.000138882
internal_weight=0 0.00739545 0.0059425 0.00493822 0.00263786 0.00230036
internal_count=3910 3163 2545 2268 727 1541
is_linear=0
shrinkage=0.00196078


Tree=9706
num_leaves=7
num_cat=0
split_feature=157 160 42 3 43 1
split_gain=2.50768e-05 6.94766e-05 2.56124e-05 3.38818e-05 3.58049e-05 2.76631e-05
threshold=-0.042459999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 -0.074254999999999988 0.094695000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.00028917651025345042 -0.00049476289900680297 -0.0002191958947032566 0.00041640348978818237 0.00031299417244309879 -0.00026206628409445855 9.5996889239288291e-05
leaf_weight=0.0010007906200002669 0.0011109092455938554 0.0012482271749101395 0.0010100358370043203 0.0011757722361831428 0.0016794096848128932 0.0016392612736559902
leaf_count=611 809 871 203 423 631 362
internal_value=0 -4.03635e-05 3.43912e-05 9.1896e-05 1.89695e-05 -8.52006e-05
internal_weight=0 0.00786362 0.00675271 0.00550448 0.00449444 0.00331867
internal_count=3910 3299 2490 1619 1416 993
is_linear=0
shrinkage=0.00196078


Tree=9707
num_leaves=7
num_cat=0
split_feature=50 42 16 51 13 48
split_gain=1.68489e-05 2.74283e-05 3.39416e-05 7.23343e-05 5.71706e-05 3.00952e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.08755499999999998 -0.07742499999999998 -0.077944999999999987 0.084905000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.00024118311231529564 -0.00023851408561895645 0.00010915922471105355 -0.00022657863190559037 2.2954911137990923e-05 0.00061309463774944278 -0.00029914986470749454
leaf_weight=0.0012191560874733002 0.0010286027049602143 0.0014653034382238615 0.0010737295942627469 0.0010510070430740765 0.0015798327642009475 0.0013185574833599308
leaf_count=869 727 595 480 565 497 177
internal_value=0 2.86593e-05 7.93618e-05 0.000202298 0.000377337 -8.42337e-05
internal_weight=0 0.00770759 0.00648843 0.00370457 0.00263084 0.00278386
internal_count=3910 3183 2314 1542 1062 772
is_linear=0
shrinkage=0.00196078


Tree=9708
num_leaves=7
num_cat=0
split_feature=51 43 42 2 2 2
split_gain=9.69765e-06 1.71721e-05 4.24393e-05 1.72406e-05 5.86176e-05 2.41776e-05
threshold=-0.07742499999999998 -0.15109999999999998 0.08648500000000002 0.097940000000000013 0.11339500000000001 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
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leaf_value=-0.007379210445939372 0.013255207320779262 0.007128248857597011 -0.019154943602978577 0.025530173482774862 -0.0064951800414367045 -0.013830148159990861
leaf_weight=0.0014696601489678175 0.0010611218362643875 0.0011646952683737593 0.0010105405434845558 0.0011498723886879019 0.0011363351391251403 0.0010436365727013257
leaf_count=667 295 656 1141 286 284 581
internal_value=0 0.00160715 -0.00063805 0.00352524 0.00961231 -0.00277649
internal_weight=0 0.0065662 0.00550508 0.00449454 0.00228621 0.00220833
internal_count=3910 3243 2948 1807 570 1237
is_linear=0
shrinkage=0.1


Tree=9709
num_leaves=7
num_cat=0
split_feature=15 52 2 13 12 0
split_gain=1.60665e-05 3.60301e-05 7.19869e-05 3.9081e-05 5.9318e-05 1.46781e-05
threshold=-0.16430499999999995 0.11110500000000002 0.10457000000000001 0.0024700000000000004 0.086865000000000012 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00021080964038775745 8.700671381134437e-05 0.00030677697870258645 -0.00043914381608017075 -0.00027941232139870869 0.00043693037235055467 -0.0002342542453990398
leaf_weight=0.0012104738319989117 0.0011081566098330284 0.0010369891104576069 0.0016594036353577172 0.0011598730262415138 0.001478443849184133 0.0010793547077139461
leaf_count=445 152 567 581 372 944 849
internal_value=0 -3.25867e-05 -8.6851e-05 3.4288e-05 0.00013354 -7.15088e-05
internal_weight=0 0.00752222 0.00648523 0.00482583 0.00366596 0.00218751
internal_count=3910 3465 2898 2317 1945 1001
is_linear=0
shrinkage=0.00196078


Tree=9710
num_leaves=6
num_cat=0
split_feature=49 42 12 52 4
split_gain=9.36564e-06 1.699e-05 2.55391e-05 5.2435e-05 3.15822e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.095295000000000019 0.071660000000000015 0.05309500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0062519585485349295 0.010021704042580485 -0.018885611605192476 -0.017375784160676668 0.015898477833984247 0.0026274384512461352
leaf_weight=0.0018318980246279015 0.0010041419693112086 0.0013962905379026475 0.0011448159736952975 0.001320644366350343 0.0013346967016746379
leaf_count=529 529 1048 656 765 383
internal_value=0 -0.00188621 -0.00418725 -0.000460736 -0.00837169
internal_weight=0 0.00620059 0.00519645 0.00405163 0.00273099
internal_count=3910 3381 2852 2196 1431
is_linear=0
shrinkage=0.1


Tree=9711
num_leaves=6
num_cat=0
split_feature=52 12 1 2 48
split_gain=8.11485e-06 1.5614e-05 3.36288e-05 3.46207e-05 3.4805e-05
threshold=0.11401500000000002 0.097345000000000015 0.11097000000000001 0.086875000000000022 0.082070000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0085278634380523861 -0.0082181905832614689 0.010546812377685386 -0.015264186617938758 0.00035018708058519792 0.023560580799212964
leaf_weight=0.0015938577051363596 0.0010511171357650544 0.0014242990228851881 0.001299935804636233 0.0015344682112758573 0.0011158991157120273
leaf_count=1114 647 532 411 926 280
internal_value=0 0.00120769 -0.00119154 0.00311868 0.0101226
internal_weight=0 0.00696846 0.00554416 0.00424423 0.00265037
internal_count=3910 3263 2731 2320 1206
is_linear=0
shrinkage=0.1


Tree=9712
num_leaves=7
num_cat=0
split_feature=16 133 1 48 12 1
split_gain=1.48022e-05 5.15499e-05 3.61359e-05 4.89575e-05 2.29014e-05 1.9392e-05
threshold=0.10994000000000002 0.058050000000000011 0.079355000000000023 0.086065000000000016 0.091405000000000014 0.095825000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4
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leaf_value=-0.0003639113457024529 -0.00033345653911550087 0.00044079858616881586 0.00039494185833157091 -0.00022987654333610379 4.8242283322805033e-05 5.7947161347899674e-05
leaf_weight=0.0010413623470514645 0.0011827241562993478 0.0010408190720074869 0.0011693380789284864 0.0015794895609715833 0.0012357972803265151 0.0014969120695581891
leaf_count=939 320 1122 432 266 365 466
internal_value=0 4.19257e-05 -3.65964e-05 4.36849e-05 -0.000138419 0.000205743
internal_weight=0 0.00632792 0.0052871 0.00424574 0.00241852 0.00266625
internal_count=3910 3225 2103 1164 685 898
is_linear=0
shrinkage=0.00196078


Tree=9713
num_leaves=7
num_cat=0
split_feature=16 150 3 2 1 3
split_gain=8.23319e-06 2.14263e-05 3.44739e-05 6.17786e-05 3.61428e-05 1.8355e-05
threshold=0.10994000000000002 0.082965000000000025 -0.089974999999999986 0.085255000000000011 0.10593500000000002 -0.018854999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.016034970228298816 0.0041387157167314913 0.013696070312543324 0.020875141735250801 -0.020399999864144983 0.0059618636745882659 -0.014000786322645849
leaf_weight=0.001165486283126009 0.0010848026170246965 0.0012258935347594412 0.0013140239117044416 0.001009348802096002 0.0010729101132536799 0.001148331732791551
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internal_value=0 0.00195893 -0.00119521 0.00389728 -0.00681672 -0.00518906
internal_weight=0 0.00578766 0.00456177 0.00339628 0.00208226 0.00223313
internal_count=3910 3225 2759 2196 1301 685
is_linear=0
shrinkage=0.1


Tree=9714
num_leaves=6
num_cat=0
split_feature=3 1 3 15 16
split_gain=7.41133e-06 2.70836e-05 6.26121e-05 5.76463e-05 1.19601e-05
threshold=-0.12008499999999998 0.095575000000000007 0.090325000000000003 -0.0039399999999999991 -0.0037499999999999994
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.006438500098039323 -0.024700973120698105 0.02167465257092388 -0.0067326825113902854 0.0097938265750397921 -0.0052673064893065304
leaf_weight=0.0014509782047533622 0.0012539211702717536 0.0013331710314880459 0.0018561178404029473 0.001070110809006762 0.0010393603492890484
leaf_count=421 1174 591 353 1117 254
internal_value=0 -0.00146014 0.00514201 -0.00772055 0.00237304
internal_weight=0 0.00655268 0.00318929 0.00336339 0.00210947
internal_count=3910 3489 944 2545 1371
is_linear=0
shrinkage=0.1


Tree=9715
num_leaves=6
num_cat=0
split_feature=52 160 2 16 4
split_gain=1.22602e-05 2.99811e-05 2.47387e-05 6.88698e-05 2.10385e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.0031049999999999997
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
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leaf_value=-8.7603178117968123e-05 -0.00036751910740958152 0.00026138115319150753 0.00021383021271094248 -0.00032319600726683317 0.00024535951846185283
leaf_weight=0.0013399803267926322 0.001016176725528185 0.0012812480905450849 0.0014797560254713694 0.001960319978850736 0.0016016976807362833
leaf_count=807 924 265 315 1216 383
internal_value=0 -6.19993e-05 3.75807e-06 -9.21386e-05 9.36898e-05
internal_weight=0 0.0057375 0.00472132 0.00324157 0.00294168
internal_count=3910 2720 1796 1481 1190
is_linear=0
shrinkage=0.00196078


Tree=9716
num_leaves=8
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split_feature=131 159 160 52 15 43 2
split_gain=1.65765e-05 3.50327e-05 3.16319e-05 5.52928e-05 3.99732e-05 6.17461e-05 8.71905e-05
threshold=0.078355000000000022 0.073745000000000019 0.069910000000000014 -0.0066199999999999991 -0.10192499999999999 -0.0037249999999999996 0.092865000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.00049803658488395712 -0.00024012332717437569 0.00036136242587658454 0.00026923248259641628 -0.00027159639996665933 -0.00025804116757809575 0.00074071916938808096 -7.653557555143641e-05
leaf_weight=0.0010265240825592112 0.0010088822066007088 0.0010420969754836194 0.0011539204379656994 0.0013631648119673892 0.0010287133029251764 0.0010053732611936396 0.0010022160312649735
leaf_count=622 650 550 295 322 800 427 244
internal_value=0 2.73306e-05 -2.55719e-05 -8.82665e-05 7.34476e-06 0.000132577 0.000332734
internal_weight=0 0.00762201 0.00657991 0.00542599 0.00439947 0.0030363 0.00200759
internal_count=3910 3260 2710 2415 1793 1471 671
is_linear=0
shrinkage=0.00196078


Tree=9717
num_leaves=7
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split_feature=15 16 52 16 15 1
split_gain=1.60325e-05 5.06724e-05 4.26142e-05 7.907e-05 4.16043e-05 4.36964e-05
threshold=-0.16430499999999995 -0.30307999999999996 0.10433000000000002 0.24895000000000003 -0.0063699999999999989 0.076710000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.00020444266583178629 -0.00043681646906648935 -0.00014168512489645723 0.00039603828286630013 -0.00047819930931995193 -5.4157182434595949e-06 0.00051908543995902285
leaf_weight=0.0011897425578279554 0.0010652503726783346 0.0018069997386657376 0.0010038430681203825 0.0012435825871499389 0.0012506109568255924 0.0011934398259194927
leaf_count=445 304 884 542 468 756 511
internal_value=0 -4.04218e-05 2.45564e-05 -4.33115e-05 8.39085e-05 0.0002507
internal_weight=0 0.00756373 0.00649848 0.00549463 0.00425105 0.00244405
internal_count=3910 3465 3161 2619 2151 1267
is_linear=0
shrinkage=0.00196078


Tree=9718
num_leaves=6
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split_feature=42 3 43 0 48
split_gain=8.24137e-06 1.99894e-05 2.24257e-05 2.98888e-05 2.38006e-05
threshold=0.091955000000000023 -0.100615 -0.0037249999999999996 -0.14136999999999997 0.085090000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011927704188036431 -0.0079130427890108292 -0.01170819899891077 0.0046337105576120452 0.011998377848438355 -0.016481477809031527
leaf_weight=0.0014000772759867712 0.0011410112646126009 0.0015367974794988212 0.0011158072925629586 0.0018074113444684621 0.0010234770749834952
leaf_count=466 843 1593 173 731 104
internal_value=0 0.00126308 -0.00145987 0.0025307 -0.00546822
internal_weight=0 0.00688357 0.00548349 0.0039467 0.00213928
internal_count=3910 3067 2601 1008 277
is_linear=0
shrinkage=0.1


Tree=9719
num_leaves=8
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split_feature=12 52 47 48 4 0 13
split_gain=1.23384e-05 2.26511e-05 4.07729e-05 3.33137e-05 3.91652e-05 1.87936e-05 1.27127e-05
threshold=0.10371500000000002 -0.11271999999999999 0.09252500000000001 0.087500000000000008 -0.060264999999999992 -0.14070999999999997 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00023808505747636584 -0.00020662382555613912 0.00018351035920541634 -0.00027369486599189283 -0.00015446729788671615 0.00022698291240498506 0.00059585557207503909 -0.00012697132106611404
leaf_weight=0.0010870218307910007 0.0010152997638580149 0.0010028746597090345 0.0011106541051734481 0.0011594706592933787 0.0010853946645946234 0.0010396976894471559 0.0010254569562265007
leaf_count=594 441 938 267 294 218 878 280
internal_value=0 2.36767e-05 6.79732e-05 0.000139399 0.000221434 0.000407453 2.65412e-05
internal_weight=0 0.00751057 0.00642355 0.00531289 0.00415342 0.00212509 0.00202833
internal_count=3910 3469 2875 2608 2314 1096 1218
is_linear=0
shrinkage=0.00196078


Tree=9720
num_leaves=7
num_cat=0
split_feature=157 160 42 42 0 15
split_gain=1.10927e-05 5.09763e-05 2.57386e-05 3.0109e-05 3.34995e-05 4.28074e-05
threshold=-0.013279999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.14293499999999998 -0.0063699999999999989
decision_type=2 2 2 2 2 2
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right_child=1 2 3 -5 5 -7
leaf_value=0.00018659374253003492 -0.00043424382360950542 -0.00022561187377110375 -4.8443167445448088e-05 -0.00020483775472239399 0.00061749544291925652 9.932936030708725e-05
leaf_weight=0.0010015671451983985 0.0010490780958235637 0.0012206557481746171 0.0017157138953234957 0.0010659117908243046 0.0010187098341827715 0.0015390233281097686
leaf_count=649 787 869 245 580 352 428
internal_value=0 -3.29191e-05 3.12607e-05 8.99856e-05 0.000163522 0.000305708
internal_weight=0 0.00760909 0.00656001 0.00533936 0.00427345 0.00255773
internal_count=3910 3261 2474 1605 1025 780
is_linear=0
shrinkage=0.00196078


Tree=9721
num_leaves=7
num_cat=0
split_feature=12 52 16 15 49 15
split_gain=1.8802e-05 2.38887e-05 5.28225e-05 4.89973e-05 2.78692e-05 1.29423e-05
threshold=0.10371500000000002 0.091210000000000013 0.070590000000000014 -0.0071449999999999994 -0.027609999999999996 0.080970000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00015956086093559668 -0.00025095875639413712 0.00024508468302385927 -0.00036890623938194418 0.00046298898289487541 -0.00025226007227003628 0.0001478240042036603
leaf_weight=0.0010060234317463114 0.0010244262819514892 0.0015985049249861603 0.0013338787135425368 0.0010024759846659886 0.0016983332771021535 0.0010013285655756966
leaf_count=320 441 766 564 205 793 821
internal_value=0 3.19282e-05 -2.44653e-05 7.3119e-05 -9.90623e-05 0.000305497
internal_weight=0 0.00764054 0.00604204 0.00470816 0.00270436 0.0020038
internal_count=3910 3469 2703 2139 1113 1026
is_linear=0
shrinkage=0.00196078


Tree=9722
num_leaves=7
num_cat=0
split_feature=2 52 3 1 52 2
split_gain=1.47996e-05 6.67374e-05 3.91067e-05 5.94514e-05 4.26012e-05 2.40638e-05
threshold=0.10946500000000002 0.086950000000000013 -0.089974999999999986 0.079945000000000016 -0.069134999999999988 0.11934000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.00027375411068542954 0.00030965262105528462 -0.00045064834026854977 0.00052683293990635096 -0.00030588745575133161 0.00020508060320278648 -6.5494998149373857e-05
leaf_weight=0.0011165314765360199 0.0012678197791986465 0.0013217141974264371 0.0010989870686232812 0.0011163968326648199 0.0014319923593616043 0.0013653265822063483
leaf_count=518 302 911 840 331 543 465
internal_value=0 -6.08186e-05 4.73371e-05 0.000145629 -1.8764e-05 0.000115133
internal_weight=0 0.00608562 0.00476391 0.00364738 0.00254839 0.00263315
internal_count=3910 3143 2232 1714 874 767
is_linear=0
shrinkage=0.00196078


Tree=9723
num_leaves=8
num_cat=0
split_feature=50 160 51 16 47 43 1
split_gain=2.08293e-05 3.83864e-05 3.21759e-05 2.43874e-05 2.9649e-05 5.20809e-05 1.88401e-05
threshold=0.086465000000000014 -0.081669999999999979 -0.07174999999999998 0.058875000000000004 0.087850000000000025 -0.00059999999999999995 0.088965000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00037285378073466407 -0.00026963288141125947 -0.00034594285516828711 -0.00014944863275964229 -0.00018888833570315306 -0.00015602699199803314 0.00020012666562010844 0.00057786841074501595
leaf_weight=0.0010840703442360541 0.0010032923361247949 0.0010175956489596183 0.0010325424754890279 0.0014292687566617914 0.0011860351701358002 0.001002513742763765 0.0010283597138465409
leaf_count=557 715 445 1042 305 194 383 269
internal_value=0 3.05535e-05 -2.48616e-05 3.26744e-05 0.000107195 0.000209105 0.000391401
internal_weight=0 0.00778039 0.00669632 0.00567872 0.00424945 0.00306342 0.00203087
internal_count=3910 3195 2638 2193 1888 1694 652
is_linear=0
shrinkage=0.00196078


Tree=9724
num_leaves=8
num_cat=0
split_feature=11 16 133 1 2 49 3
split_gain=4.49718e-05 1.97117e-05 0.000140515 2.65343e-05 2.4122e-05 2.28477e-05 1.76672e-05
threshold=1.0000000180025095e-35 0.15100500000000003 0.065880000000000008 0.083370000000000014 0.097940000000000013 -0.006494999999999999 0.094625000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 -7
right_child=-2 4 -4 5 -6 6 -8
leaf_value=-0.00031835578197583536 -0.00039730904072697348 -0.00032125987662387474 0.00076688583795568989 -0.00016100512140184586 8.9925263292184852e-05 0.00032397562364778045 -1.9595241942382559e-05
leaf_weight=0.0010296554295419879 0.0010140994715331234 0.0011031365249110541 0.0010066034840103327 0.0013893086210869428 0.0010910424129674584 0.0011865714421547737 0.0011172496341769504
leaf_count=950 304 267 1105 288 268 539 189
internal_value=0 4.12331e-05 0.000101755 -4.00093e-05 -0.000116801 3.75946e-05 0.000157359
internal_weight=0 0.00792357 0.00572939 0.00472279 0.00219418 0.00369313 0.00230382
internal_count=3910 3606 3071 1966 535 1016 728
is_linear=0
shrinkage=0.00196078


Tree=9725
num_leaves=5
num_cat=0
split_feature=52 16 0 16
split_gain=8.48817e-06 2.22865e-05 2.40197e-05 1.79812e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.11756999999999999 0.11346000000000002
decision_type=2 2 2 2
left_child=3 2 -2 -1
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leaf_value=0.011747507473920503 -0.0066640629460556107 -0.011365333337588109 0.0099043329613861114 -0.0045314374703604209
leaf_weight=0.0015154270359681937 0.0016243237055573532 0.0018210374792559029 0.0018967401742103283 0.001228641626591197
leaf_count=640 339 817 1564 550
internal_value=0 -0.00238396 0.00226106 0.0044587
internal_weight=0 0.0053421 0.00352106 0.00274407
internal_count=3910 2720 1903 1190
is_linear=0
shrinkage=0.1


Tree=9726
num_leaves=6
num_cat=0
split_feature=2 52 3 15 48
split_gain=8.94087e-06 4.33338e-05 3.491e-05 4.82973e-05 2.41308e-05
threshold=0.10946500000000002 0.086950000000000013 -0.089974999999999986 -0.017214999999999998 0.08980500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.01384637071905765 0.013990777619055348 -0.018867420002245575 -0.0039527949017888085 0.019941029632141671 -0.0060230673312331555
leaf_weight=0.0010200730317829975 0.0013423394875629311 0.001226815831902605 0.0018045460248224286 0.0015925374339154645 0.0010929455097723356
leaf_count=518 552 911 858 856 215
internal_value=0 -0.00224085 0.00237699 0.00724852 0.00500865
internal_weight=0 0.00564397 0.00441716 0.00339708 0.00243528
internal_count=3910 3143 2232 1714 767
is_linear=0
shrinkage=0.1


Tree=9727
num_leaves=7
num_cat=0
split_feature=50 160 13 13 0 2
split_gain=1.7304e-05 2.48825e-05 2.79543e-05 3.72119e-05 3.77124e-05 2.12593e-05
threshold=0.08568000000000002 -0.081669999999999979 0.083175000000000013 -0.083514999999999992 -0.17106499999999999 0.099990000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00030764886738429383 -0.00024674955345843744 -9.3771266217615099e-05 0.00025235654986784019 4.2624817553682749e-05 -0.00039220394276871269 0.0002932008591869672
leaf_weight=0.0010420337649891444 0.0010120520377831952 0.0010017581466102413 0.0011981406845973036 0.0012958412773448923 0.0018784761163717497 0.0011992423722152897
leaf_count=555 727 494 325 143 1436 230
internal_value=0 2.61455e-05 -1.84788e-05 -7.88471e-05 -0.000214695 0.000117075
internal_weight=0 0.00761549 0.00657346 0.00537532 0.00317432 0.002201
internal_count=3910 3183 2628 2303 1579 724
is_linear=0
shrinkage=0.00196078


Tree=9728
num_leaves=7
num_cat=0
split_feature=50 4 51 16 51 13
split_gain=1.6747e-05 3.00096e-05 3.21421e-05 3.2238e-05 2.71756e-05 3.2114e-05
threshold=0.08568000000000002 0.28937500000000005 0.077145000000000005 -0.089864999999999987 -0.084249999999999978 -0.032264999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00032929268972874137 -0.00024502049371497064 0.00032697575802152811 0.00027336937689891603 -0.00021874174661311156 -0.00011182100119730491 0.00033234536649435548
leaf_weight=0.0015389938104474585 0.001009625576882057 0.0010772064230206773 0.0011372350577260265 0.0013445063640808576 0.0011661834166566542 0.0013507039173374852
leaf_count=519 727 396 323 546 783 616
internal_value=0 2.3733e-05 -2.62324e-05 -8.93237e-05 6.31811e-06 0.000126544
internal_weight=0 0.00761483 0.00653762 0.00540039 0.00386139 0.00251689
internal_count=3910 3183 2787 2464 1945 1399
is_linear=0
shrinkage=0.00196078


Tree=9729
num_leaves=6
num_cat=0
split_feature=15 12 3 49 42
split_gain=1.07961e-05 2.86607e-05 4.65851e-05 3.81622e-05 2.3011e-05
threshold=0.079360000000000014 0.085845000000000019 0.11265500000000002 -0.006494999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.0012991803554044581 -0.0078104586446785087 0.0027532608601806845 -0.0080177019367782369 0.022513274024155983 -0.017558211795820566
leaf_weight=0.0010646557376759527 0.0014703559930461241 0.0010983095095462878 0.0014881739282340441 0.00182955984519144 0.0011333016116956112
leaf_count=381 1436 486 273 661 673
internal_value=0 0.00166309 0.00636056 0.0137537 -0.00756172
internal_weight=0 0.006614 0.00438239 0.00289422 0.00223161
internal_count=3910 2474 1315 1042 1159
is_linear=0
shrinkage=0.1


Tree=9730
num_leaves=6
num_cat=0
split_feature=42 51 2 43 1
split_gain=9.63207e-06 2.67265e-05 2.22095e-05 3.46959e-05 2.25804e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.086650000000000019 -0.044024999999999988 0.10498500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0077732215854515556 -0.013249182894470694 -0.0062090481488996895 0.022938306326688657 -0.0055194395796165823 0.011752985279603794
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leaf_count=1060 521 994 603 435 297
internal_value=0 0.00149277 0.00418907 0.0079467 0.00240379
internal_weight=0 0.00672386 0.00568421 0.00417534 0.00304829
internal_count=3910 2850 2329 1335 732
is_linear=0
shrinkage=0.1


Tree=9731
num_leaves=6
num_cat=0
split_feature=15 42 2 15 15
split_gain=8.43066e-06 2.51889e-05 3.1552e-05 4.79039e-05 2.38393e-05
threshold=0.079360000000000014 0.083815000000000014 0.10393500000000001 -0.035939999999999993 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00092546343531920274 -0.0069058676462130965 -0.0091634357960711597 0.0063979116704667776 0.025188586090124962 -0.014811522544656211
leaf_weight=0.0014174004998922195 0.0014661670607858798 0.0016632563370577664 0.0010663537682405336 0.0013926611479264472 0.0010535264861802219
leaf_count=529 1436 1081 291 313 260
internal_value=0 0.00147794 0.00506812 0.0120166 -0.00414264
internal_weight=0 0.0065932 0.00492994 0.00281006 0.00211988
internal_count=3910 2474 1393 842 551
is_linear=0
shrinkage=0.1


Tree=9732
num_leaves=6
num_cat=0
split_feature=42 51 2 43 1
split_gain=9.32113e-06 2.19192e-05 1.88321e-05 3.01781e-05 1.83804e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.086650000000000019 -0.044024999999999988 0.10498500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0076465919985853059 -0.011890266981186948 -0.0056575180192653075 0.021408948156682081 -0.0049326695828298016 0.010673862687028041
leaf_weight=0.0013426972724417821 0.0010363360557751264 0.0015054760110489642 0.0011221424675975458 0.0016465534647335622 0.0013931529541829366
leaf_count=1060 521 994 603 435 297
internal_value=0 0.00148169 0.00392691 0.0073939 0.00222009
internal_weight=0 0.00670366 0.00566732 0.00416185 0.00303971
internal_count=3910 2850 2329 1335 732
is_linear=0
shrinkage=0.1


Tree=9733
num_leaves=5
num_cat=0
split_feature=52 16 0 4
split_gain=8.26929e-06 2.00026e-05 2.296e-05 1.49672e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.11756999999999999 -0.0031049999999999997
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
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leaf_weight=0.0012321187191431631 0.0016158709919876202 0.0018038902458631925 0.0018878190910814924 0.0014972886347100359
leaf_count=807 339 817 1564 383
internal_value=0 -0.00233708 0.00206782 0.00443618
internal_weight=0 0.00530758 0.00350369 0.00272941
internal_count=3910 2720 1903 1190
is_linear=0
shrinkage=0.1


Tree=9734
num_leaves=7
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split_feature=50 133 52 4 3 49
split_gain=1.41059e-05 2.47095e-05 3.85224e-05 5.55469e-05 6.84222e-05 3.23265e-05
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leaf_weight=0.0010284818516021498 0.0010119185872597154 0.0010292761775689717 0.001524904741522475 0.0011592283570792182 0.0010691097758596378 0.0016118665460435641
leaf_count=512 747 761 791 518 210 371
internal_value=0 2.11711e-05 6.65621e-05 -1.86163e-05 8.97701e-05 -8.23332e-05
internal_weight=0 0.00742287 0.00639359 0.00486869 0.0038402 0.00268098
internal_count=3910 3163 2402 1611 1099 581
is_linear=0
shrinkage=0.00196078


Tree=9735
num_leaves=7
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split_feature=50 4 151 4 13 16
split_gain=1.53362e-05 2.40138e-05 3.44397e-05 4.32095e-05 3.5195e-05 1.67024e-05
threshold=0.082310000000000008 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.070604999999999987 -0.092424999999999993
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012287853743813242 0.0010199431305843217 0.0010709225368690676 0.0011804750570184783 0.001132002331864036 0.001613350054021496 0.0012639837825505751
leaf_count=447 747 396 647 320 970 383
internal_value=0 2.75141e-05 -1.78375e-05 -8.77254e-05 7.79608e-05 -0.000280923
internal_weight=0 0.00748952 0.0064186 0.00518981 0.00279383 0.00239599
internal_count=3910 3163 2767 2320 1617 703
is_linear=0
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Tree=9736
num_leaves=6
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split_feature=3 39 3 0 0
split_gain=8.89794e-06 1.65909e-05 2.3732e-05 4.7519e-05 2.7137e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.17106499999999999 -0.06402999999999999
decision_type=2 2 2 2 2
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right_child=-2 -3 3 -5 -6
leaf_value=-0.0047605615881562173 0.0080731224554116028 0.010466213406368226 0.0019452454118877038 -0.024373463707104387 0.014442815827912106
leaf_weight=0.0019362701297455634 0.0011568590598779755 0.0010055112836996286 0.0014880784833966564 0.001272797826177203 0.0011869980005405529
leaf_count=2120 239 424 188 609 330
internal_value=0 -0.00140472 -0.00343329 -0.010188 0.00253768
internal_weight=0 0.00688966 0.00588414 0.00276088 0.00312327
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=9737
num_leaves=6
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split_feature=42 51 47 15 12
split_gain=8.52444e-06 1.84336e-05 1.78271e-05 3.2048e-05 4.09846e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.087850000000000025 -0.03231499999999999 0.088325000000000015
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.001341910900506906 0.0010322117993456104 0.0018099534348084059 0.0012590966570366381 0.0013150933670788912 0.0012764794347959907
leaf_count=1060 521 803 310 627 589
internal_value=0 0.00141976 0.00366082 0.0066623 -0.000468708
internal_weight=0 0.00669283 0.00566062 0.00440153 0.00259157
internal_count=3910 2850 2329 2019 1216
is_linear=0
shrinkage=0.1


Tree=9738
num_leaves=6
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split_feature=50 42 47 4 150
split_gain=1.33537e-05 2.7395e-05 2.39167e-05 3.71859e-05 3.51137e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.077065000000000008 -0.06272999999999998 0.086420000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00024714018199504297 -0.00021330631255504662 -8.4937870087231895e-05 -0.00013607670996108398 0.00043403848042962933 -1.0006217886815961e-05
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leaf_count=862 755 746 338 856 353
internal_value=0 2.68472e-05 7.89067e-05 0.000147836 0.000278553
internal_weight=0 0.00738416 0.00620514 0.00469863 0.00300893
internal_count=3910 3155 2293 1955 1209
is_linear=0
shrinkage=0.00196078


Tree=9739
num_leaves=7
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split_feature=51 484 1 0 0 4
split_gain=7.75945e-06 2.32782e-05 1.47353e-05 2.77932e-05 4.9078e-05 3.15625e-05
threshold=0.08955500000000001 0.042570000000000004 0.11561500000000001 -0.084304999999999977 -0.15291499999999997 -0.23071499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=0.0031136887782148891 -0.0077031194401016015 0.015126142344130449 0.008372393285403984 -0.0097211574636134352 -0.026659631035858517 0.013503998277959652
leaf_weight=0.0010980068911078263 0.0011335607002665709 0.0010254401353374755 0.0012616676202512186 0.0010169100547122872 0.0011167371561588307 0.0013780867692720969
leaf_count=181 487 507 343 180 1022 1190
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internal_weight=0 0.00689685 0.00587141 0.00460974 0.00221474 0.002395
internal_count=3910 3423 2916 2573 1203 1370
is_linear=0
shrinkage=0.1


Tree=9740
num_leaves=7
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split_feature=50 4 151 16 16 0
split_gain=1.63891e-05 3.28969e-05 2.68412e-05 4.10473e-05 1.73921e-05 2.26805e-05
threshold=0.08568000000000002 0.28937500000000005 -0.024429999999999997 -0.092424999999999993 0.070590000000000014 0.012625000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.0002370676417642041 -0.00023240976408959307 0.00034717675127182799 -0.0003382143291814772 0.00019075871915994185 -0.00027694902006909284 0.00012786301292079481
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leaf_count=449 727 396 477 1284 398 179
internal_value=0 3.04724e-05 -2.15261e-05 -8.20178e-05 3.31982e-05 -8.18791e-05
internal_weight=0 0.00768016 0.00659702 0.00534637 0.00368787 0.00213126
internal_count=3910 3183 2787 2338 1861 577
is_linear=0
shrinkage=0.00196078


Tree=9741
num_leaves=7
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split_feature=13 48 0 2 42 16
split_gain=2.20693e-05 2.51262e-05 3.49071e-05 3.42272e-05 3.46411e-05 1.75557e-05
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.090050000000000005 0.085195000000000007 0.0054700000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
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leaf_value=0.0002517886220585965 0.00028811895253913423 -0.00033171009266569199 -9.3963302161253085e-05 -0.00042635461863629529 0.00034251940998351128 -7.3546025001197432e-05
leaf_weight=0.0011099655367012755 0.0012972155969232339 0.0010126530953937073 0.0019412010867327534 0.0011437410104803947 0.0010924933786720333 0.0010310902249344009
leaf_count=210 181 187 1156 782 866 528
internal_value=0 -4.44015e-05 3.19575e-07 -7.13586e-05 6.32228e-05 -0.000259088
internal_weight=0 0.00751839 0.00650574 0.00520853 0.00303369 0.00217483
internal_count=3910 3700 3513 3332 2022 1310
is_linear=0
shrinkage=0.00196078


Tree=9742
num_leaves=7
num_cat=0
split_feature=50 133 52 12 4 1
split_gain=2.42178e-05 3.15147e-05 4.1176e-05 4.32884e-05 4.54994e-05 7.14369e-05
threshold=0.086465000000000014 0.087330000000000019 1.0000000180025095e-35 0.096210000000000004 -0.0031049999999999997 0.10915500000000002
decision_type=2 2 2 2 2 2
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leaf_count=655 715 771 922 286 344 217
internal_value=0 3.39664e-05 8.32643e-05 -8.49713e-06 -9.95378e-05 4.05215e-05
internal_weight=0 0.00792293 0.0068365 0.00501349 0.00401182 0.002767
internal_count=3910 3195 2424 1502 1216 561
is_linear=0
shrinkage=0.00196078


Tree=9743
num_leaves=7
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split_feature=13 47 42 4 2 1
split_gain=8.01634e-06 1.71466e-05 2.61536e-05 4.18681e-05 2.69149e-05 2.62296e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -0.034289999999999994 0.10648500000000001 0.090740000000000015
decision_type=2 2 2 2 2 2
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leaf_count=210 1013 219 1128 699 317 324
internal_value=0 -0.00125715 0.000772613 0.00372537 0.010157 0.0171122
internal_weight=0 0.00701116 0.00600034 0.00500014 0.00334678 0.00208976
internal_count=3910 3700 3481 2468 1340 1023
is_linear=0
shrinkage=0.1


Tree=9744
num_leaves=6
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split_feature=2 52 3 15 16
split_gain=7.07042e-06 3.99755e-05 2.76944e-05 4.56422e-05 2.51577e-05
threshold=0.11005500000000001 0.086950000000000013 -0.089974999999999986 -0.017214999999999998 -0.17157499999999998
decision_type=2 2 2 2 2
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leaf_count=522 253 913 864 856 502
internal_value=0 -0.00198072 0.00245293 0.00675927 0.00448374
internal_weight=0 0.00562072 0.00440361 0.00340081 0.00242055
internal_count=3910 3155 2242 1720 755
is_linear=0
shrinkage=0.1


Tree=9745
num_leaves=6
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split_feature=15 3 43 49 3
split_gain=8.18975e-06 2.66086e-05 6.92046e-05 2.37824e-05 2.93655e-05
threshold=0.079360000000000014 -0.10628499999999998 -0.079804999999999987 -0.006494999999999999 0.092005000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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leaf_weight=0.0014423312417506245 0.0014550132705631229 0.001031083764062992 0.0011994204997896863 0.0013008327982963585 0.0015987711318056371
leaf_count=361 1436 848 253 736 276
internal_value=0 0.00147177 -0.00190202 0.00392319 0.00882215
internal_weight=0 0.00657244 0.00513011 0.00409902 0.0028996
internal_count=3910 2474 2113 1265 1012
is_linear=0
shrinkage=0.1


Tree=9746
num_leaves=7
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split_feature=50 160 13 13 0 16
split_gain=1.4911e-05 2.86763e-05 3.11754e-05 4.26763e-05 3.8868e-05 1.66616e-05
threshold=0.08568000000000002 -0.081669999999999979 -0.083514999999999992 0.083175000000000013 -0.17106499999999999 -0.085274999999999976
decision_type=2 2 2 2 2 2
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leaf_value=0.00032519752790880624 -0.00022931740444925966 8.7140084025856916e-06 2.0546356924739875e-05 0.00019795865527191871 -0.00041981034157133269 0.00034956030307048896
leaf_weight=0.0010444547876264408 0.0010176969223574684 0.0012062018490621889 0.0013083450096303254 0.0011783713295051776 0.0018750337682200955 0.0010156887269725022
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internal_value=0 2.33612e-05 -2.45233e-05 -0.000120825 -0.000238827 0.000164524
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internal_count=3910 3183 2628 1904 1579 724
is_linear=0
shrinkage=0.00196078


Tree=9747
num_leaves=7
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split_feature=50 160 13 13 0 12
split_gain=1.30014e-05 2.26407e-05 2.29081e-05 4.46543e-05 3.27203e-05 1.14364e-05
threshold=0.082310000000000008 -0.081669999999999979 -0.083514999999999992 0.083175000000000013 -0.17106499999999999 0.088375000000000023
decision_type=2 2 2 2 2 2
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leaf_value=0.00029707645450974756 -0.00021353043076268564 0.00029707701709797443 1.6792893508482305e-05 0.00022679451443499509 -0.00039398388213478366 9.6635679127384888e-06
leaf_weight=0.0010071526576666259 0.0010078809912231939 0.0010149074448196546 0.0012623163816418573 0.0011508756623656927 0.0018210506304091045 0.0011192844066572098
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internal_value=0 2.3899e-05 -1.93034e-05 -0.000102794 -0.000225814 0.000146342
internal_weight=0 0.00737559 0.00636843 0.00423424 0.00308337 0.00213419
internal_count=3910 3163 2611 1893 1568 718
is_linear=0
shrinkage=0.00196078


Tree=9748
num_leaves=8
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split_feature=50 4 12 51 3 2 2
split_gain=1.74344e-05 3.18138e-05 2.77618e-05 5.14606e-05 4.97526e-05 3.11453e-05 1.31819e-05
threshold=0.08568000000000002 0.28937500000000005 -0.0089849999999999982 -0.084249999999999978 0.096385000000000012 0.092340000000000019 0.085155000000000022
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
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internal_value=0 2.45965e-05 -2.6181e-05 3.22876e-05 0.000123825 -3.64323e-06 0.000139629
internal_weight=0 0.00773209 0.00664845 0.00548126 0.00444859 0.00322859 0.00207832
internal_count=3910 3183 2787 2481 1992 1875 1303
is_linear=0
shrinkage=0.00196078


Tree=9749
num_leaves=7
num_cat=0
split_feature=131 13 49 51 160 1
split_gain=1.14409e-05 2.14194e-05 3.23502e-05 3.88322e-05 4.97118e-05 4.74317e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00757066 0.00655547 0.00553519 0.00451624 0.00349109
internal_count=3910 3260 3086 2391 2066 1575
is_linear=0
shrinkage=0.00196078


Tree=9750
num_leaves=7
num_cat=0
split_feature=42 3 133 12 15 2
split_gain=7.58502e-06 2.06391e-05 2.06453e-05 4.14638e-05 2.7567e-05 2.16941e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0069078 0.00550456 0.00437189 0.0033636 0.00234974
internal_count=3910 3067 2601 1804 690 470
is_linear=0
shrinkage=0.1


Tree=9751
num_leaves=7
num_cat=0
split_feature=47 159 160 52 2 2
split_gain=1.77354e-05 1.72729e-05 3.33462e-05 6.32927e-05 4.84229e-05 5.85367e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00717831 0.00609268 0.00494902 0.00393504 0.00250167
internal_count=3910 3620 2989 2691 1977 1621
is_linear=0
shrinkage=0.00196078


Tree=9752
num_leaves=6
num_cat=0
split_feature=47 13 151 13 3
split_gain=8.47078e-06 1.6261e-05 2.28232e-05 2.56539e-05 3.07962e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.024429999999999997 0.0024700000000000004 0.045635000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
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leaf_weight=0.0012776454291542599 0.00136138024202159 0.0011801304296273924 0.0018840272759684598 0.0010721602339989591 0.0012756120510998038
leaf_count=299 290 522 1981 601 217
internal_value=0 -0.00150832 0.000887222 -0.00254215 0.00199335
internal_weight=0 0.00668958 0.00541193 0.0042318 0.00315964
internal_count=3910 3620 3321 2799 2198
is_linear=0
shrinkage=0.1


Tree=9753
num_leaves=6
num_cat=0
split_feature=13 39 3 4 2
split_gain=9.81427e-06 1.94167e-05 2.20981e-05 5.02876e-05 2.38415e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 0.090050000000000005
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
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leaf_value=0.0090009765858848137 0.0094999296263097582 0.011480138155461238 -0.026675771942553106 0.00051317925657644206 -0.0083523696575469857
leaf_weight=0.0010445418137728932 0.0018553319947588653 0.0010039241422218747 0.0010993604304741027 0.0017844322067546692 0.0012534860293923757
leaf_count=210 1642 419 494 340 805
internal_value=0 -0.00139061 -0.0035468 -0.0098518 0.00230182
internal_weight=0 0.00699653 0.00599261 0.00288379 0.00310882
internal_count=3910 3700 3281 834 2447
is_linear=0
shrinkage=0.1


Tree=9754
num_leaves=7
num_cat=0
split_feature=2 52 3 1 1 2
split_gain=9.1747e-06 3.21605e-05 2.82158e-05 4.2449e-05 3.02383e-05 2.33344e-05
threshold=0.11005500000000001 0.086950000000000013 -0.089974999999999986 0.079945000000000016 0.095575000000000007 0.11934000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.013035935864366938 0.015241368920255759 -0.01668451999775809 0.023196169205970708 -0.012853509993813928 0.0096964113248980063 -0.0044034492378268114
leaf_weight=0.0010012327532613412 0.0011720718011365887 0.0012115565458691718 0.0010144603498537896 0.0011538393282119353 0.0012270432018021537 0.0012489536104887591
leaf_count=522 290 913 842 471 407 465
internal_value=0 -0.0022588 0.00171648 0.00606673 -0.00123188 0.00510704
internal_weight=0 0.00560813 0.00439658 0.00339534 0.00238088 0.00242103
internal_count=3910 3155 2242 1720 878 755
is_linear=0
shrinkage=0.1


Tree=9755
num_leaves=6
num_cat=0
split_feature=52 4 0 151 2
split_gain=9.05239e-06 2.70579e-05 2.95446e-05 1.77557e-05 3.43034e-05
threshold=0.11110500000000002 -0.23071499999999998 -0.06402999999999999 -0.0088999999999999982 0.088820000000000024
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.016574121526772824 0.0078737002226181695 -0.011954185897728696 0.016556310476329959 -0.0084515322133483783 0.01157476182098156
leaf_weight=0.0010087370512248828 0.0012262432186571455 0.0013298032067520713 0.0010269655774309949 0.0016936084624468641 0.0017280723494809151
leaf_count=255 673 535 386 1275 786
internal_value=0 -0.00146223 0.00117583 -0.00214844 0.00166247
internal_weight=0 0.00678719 0.00577845 0.00475148 0.00342168
internal_count=3910 3237 2982 2596 2061
is_linear=0
shrinkage=0.1


Tree=9756
num_leaves=6
num_cat=0
split_feature=0 43 15 4 1
split_gain=1.00391e-05 1.83787e-05 1.80872e-05 4.09733e-05 2.65501e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.10713500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.010207510379269822 0.0073436814543541597 0.021566181388748839 -0.0099232489790656419 -0.013630394925473487 0.0069530119601393763
leaf_weight=0.0018359032161589448 0.0015001441135664177 0.001053327458981609 0.0010538991958982209 0.0010965005382619786 0.0014624734347575712
leaf_count=1214 394 353 1139 476 334
internal_value=0 -0.00173159 0.00160323 0.00496612 -0.00186682
internal_weight=0 0.0065021 0.0046662 0.0036123 0.00255897
internal_count=3910 3516 2302 1163 810
is_linear=0
shrinkage=0.1


Tree=9757
num_leaves=6
num_cat=0
split_feature=0 0 15 150 47
split_gain=8.13707e-06 1.84443e-05 3.08621e-05 3.07001e-05 8.91041e-06
threshold=-1.0000000180025095e-35 -0.082994999999999985 -0.0063699999999999989 0.082965000000000025 0.09023500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.01704175875213047 0.0066128932179710977 -0.0098776451040300788 0.013815696526781003 0.010241350603901557 -0.0039676277019481633
leaf_weight=0.0010839203828152074 0.0014993755983830096 0.0018900537883284347 0.0014688551218669434 0.001044966063541757 0.001004243560989793
leaf_count=686 394 1542 709 337 242
internal_value=0 -0.00156045 0.00185545 -0.00375168 -0.0107541
internal_weight=0 0.00649204 0.00460199 0.00313313 0.00208816
internal_count=3910 3516 1974 1265 928
is_linear=0
shrinkage=0.1


Tree=9758
num_leaves=7
num_cat=0
split_feature=11 3 0 13 15 1
split_gain=2.0462e-05 3.47285e-05 2.90094e-05 4.21494e-05 3.79556e-05 5.94248e-05
threshold=1.0000000180025095e-35 -0.100615 -0.082994999999999985 -0.0030249999999999995 -0.0089749999999999986 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034590593082076089 -0.00026930341821018174 -0.00041620533388735109 2.1687901076147102e-05 -0.00050139512684870078 0.00033378619075002919 0.00016116223006509218
leaf_weight=0.0011256622291700583 0.0010106963241292575 0.0011039027939776234 0.0014143816661764618 0.0010189167650553042 0.0014143615726821116 0.0018076732723096573
leaf_count=268 304 757 1099 477 632 373
internal_value=0 2.70316e-05 -2.60728e-05 -0.000197347 7.02675e-05 -5.77425e-05
internal_weight=0 0.0078849 0.00675924 0.0024333 0.00432594 0.00291158
internal_count=3910 3606 3338 1576 1762 1130
is_linear=0
shrinkage=0.00196078


Tree=9759
num_leaves=6
num_cat=0
split_feature=42 3 43 0 52
split_gain=7.30279e-06 2.02679e-05 2.00225e-05 3.03508e-05 2.18006e-05
threshold=0.091955000000000023 -0.100615 -0.0037249999999999996 -0.14136999999999997 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011938594725042499 -0.0074550478016839287 -0.011283026424006106 -0.01657522433962037 0.011831275416061545 0.0036174815860591861
leaf_weight=0.0013991947778201307 0.0011363189913475282 0.0015240787092164719 0.0010017655511045664 0.001790390229205345 0.0011466510220354631
leaf_count=466 843 1593 104 731 173
internal_value=0 0.00119997 -0.00155048 0.00221542 -0.00579799
internal_weight=0 0.00686208 0.00546289 0.00393881 0.00214842
internal_count=3910 3067 2601 1008 277
is_linear=0
shrinkage=0.1


Tree=9760
num_leaves=6
num_cat=0
split_feature=1 4 15 47 4
split_gain=7.64611e-06 2.78555e-05 1.66302e-05 2.72704e-05 2.41503e-05
threshold=0.076710000000000014 -0.083329999999999987 1.0000000180025095e-35 0.087850000000000025 0.022820000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0044531470267060551 0.0031822316150142286 -0.016923778776646078 -0.0087816894593815437 -0.0046249574327200307 0.022790487537712109
leaf_weight=0.0014366625856804876 0.0014916133935755224 0.0010588088067967037 0.0011253467118881293 0.0017914608259095481 0.0010850315955182441
leaf_count=454 554 1554 571 370 407
internal_value=0 -0.00461691 0.0020583 0.00485099 0.0114393
internal_weight=0 0.00249547 0.00549345 0.00436811 0.00257664
internal_count=3910 2008 1902 1331 961
is_linear=0
shrinkage=0.1


Tree=9761
num_leaves=7
num_cat=0
split_feature=11 16 133 1 4 2
split_gain=3.07582e-05 3.18856e-05 0.000139742 3.68304e-05 4.82823e-05 2.96631e-05
threshold=1.0000000180025095e-35 0.15100500000000003 0.065880000000000008 0.10498500000000001 -1.0000000180025095e-35 0.097940000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=5.0421409796492276e-05 -0.00032451328695647715 -0.00038887523806027641 0.00077918655810787281 0.00017719508935363978 -0.00047626165537112891 7.0193491403097979e-05
leaf_weight=0.0015756877089136521 0.0010102092907758103 0.0011041318517361173 0.001005523009996798 0.0019910750118351606 0.0011631940867889718 0.0010613273451003488
leaf_count=1116 304 267 1105 462 388 268
internal_value=0 3.88424e-05 0.00011538 -2.57355e-05 -0.000173259 -0.000163878
internal_weight=0 0.00790094 0.00573548 0.00472996 0.00273888 0.00216546
internal_count=3910 3606 3071 1966 1504 535
is_linear=0
shrinkage=0.00196078


Tree=9762
num_leaves=7
num_cat=0
split_feature=43 47 16 16 16 2
split_gain=8.02371e-06 2.75152e-05 5.28145e-05 3.15921e-05 3.16752e-05 4.93685e-05
threshold=-0.17307499999999998 0.10436500000000001 0.15100500000000003 -0.008069999999999999 -0.083564999999999987 0.092865000000000017
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
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leaf_value=0.0073266646403458277 0.015717299074551008 0.013760773682190895 -0.023397247745806166 0.015844670936218788 -0.018917804866372241 -0.012217713434291649
leaf_weight=0.001251621805204578 0.0012979551732979603 0.0010176121078724516 0.0011352336598214304 0.0010586077818401283 0.0010000991313877708 0.0012341839373899439
leaf_count=275 771 266 480 621 1064 433
internal_value=0 -0.0013914 -0.00408417 0.000691606 -0.00384975 0.00210156
internal_weight=0 0.00674369 0.00572608 0.00459085 0.00353224 0.00253214
internal_count=3910 3635 3369 2889 2268 1204
is_linear=0
shrinkage=0.1


Tree=9763
num_leaves=6
num_cat=0
split_feature=4 151 16 2 16
split_gain=2.86155e-05 3.97685e-05 5.91767e-05 4.03293e-05 4.90073e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.089864999999999987 0.106285 0.15737500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00025753404602162793 0.00026571180919601734 -0.00039548103137995505 0.00011716309759306822 0.00033626965555068425 -0.00038310142407196104
leaf_weight=0.0013707707782451648 0.0013495436480069848 0.0019360558679392672 0.0017549767942008432 0.0011263390741474647 0.001318498519890977
leaf_count=562 441 706 1482 406 313
internal_value=0 -4.4414e-05 -0.00011187 1.88707e-05 -9.74467e-05
internal_weight=0 0.00750664 0.00613587 0.00419981 0.00307348
internal_count=3910 3469 2907 2201 1795
is_linear=0
shrinkage=0.00196078


Tree=9764
num_leaves=5
num_cat=0
split_feature=49 2 0 4
split_gain=7.81132e-06 1.56167e-05 3.53012e-05 3.43976e-05
threshold=-0.045004999999999996 0.10113500000000002 -0.077944999999999987 0.25367000000000006
decision_type=2 2 2 2
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leaf_value=0.0057123853548579151 -0.0069124580828446615 -0.018424921873014033 0.01249977815487806 0.005736109247447484
leaf_weight=0.0018316008554023315 0.0019736978647860895 0.0013684181754801241 0.0017830991783564514 0.0010348636995697437
leaf_count=529 1847 571 670 293
internal_value=0 -0.0017259 0.00230123 -0.00802108
internal_weight=0 0.00616008 0.0037568 0.00240328
internal_count=3910 3381 2517 864
is_linear=0
shrinkage=0.1


Tree=9765
num_leaves=7
num_cat=0
split_feature=484 1 43 12 1 16
split_gain=1.26778e-05 2.03314e-05 5.11852e-05 7.40991e-05 2.65817e-05 6.03201e-05
threshold=0.073820000000000011 0.122185 -0.15648499999999999 0.091475000000000015 0.094485000000000013 -0.088144999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00032547121747553452 0.00018695870913653856 0.00019172400876752332 0.00015254273275607799 -0.00054383512830475397 0.00018901420896022848 -0.00048883179132828644
leaf_weight=0.0010051144143200016 0.0011731959786506251 0.0012873518218322576 0.0012011598970516578 0.0013965106906975271 0.0014863443486268784 0.0010624069019036732
leaf_count=250 503 337 493 976 382 969
internal_value=0 -3.23556e-05 -7.92494e-05 -0.000158293 -1.47123e-05 -0.000148487
internal_weight=0 0.00743889 0.00615154 0.00514642 0.00374991 0.00226357
internal_count=3910 3407 3070 2820 1844 1462
is_linear=0
shrinkage=0.00196078


Tree=9766
num_leaves=7
num_cat=0
split_feature=13 47 16 51 2 43
split_gain=9.35666e-06 1.70708e-05 2.30054e-05 2.14209e-05 3.84944e-05 2.45028e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.110495 1.0000000180025095e-35 0.096540000000000015 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
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leaf_value=0.0088578425769032729 0.010181188943503292 -0.013399404600631382 -0.017209310150812712 -0.016105173951142658 0.016725736463142162 0.0041541065306010252
leaf_weight=0.0010333973024804662 0.0017885162856924085 0.0010043595678553433 0.0011138773795300212 0.0010037856664410027 0.0010137011606893617 0.0010364213754989458
leaf_count=210 647 219 1321 421 580 512
internal_value=0 -0.00133946 0.000694109 -0.00337707 0.000660949 -0.00691237
internal_weight=0 0.00696066 0.0059563 0.00416779 0.003164 0.0021503
internal_count=3910 3700 3481 2834 2413 1833
is_linear=0
shrinkage=0.1


Tree=9767
num_leaves=7
num_cat=0
split_feature=3 39 1 3 0 3
split_gain=8.20876e-06 1.79117e-05 2.09499e-05 2.96685e-05 3.00654e-05 2.14794e-05
threshold=0.13772500000000001 0.0042750000000000002 0.095825000000000007 -0.100615 -0.10071499999999999 -0.074234999999999982
decision_type=2 2 2 2 2 2
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right_child=-2 -3 5 4 -6 -7
leaf_value=0.015313469921065718 0.0078181899446186469 0.011016460920337905 -0.0003175542842997573 0.0063250142489260121 -0.01601933994392183 -0.01949873405175712
leaf_weight=0.001071922163594224 0.0011446605981953592 0.0010024680924501572 0.0010742081009054659 0.0012221623663441375 0.0011870995806433499 0.0012788213142443361
leaf_count=322 239 427 348 249 2056 269
internal_value=0 -0.0013317 -0.00345343 0.0014732 -0.00468457 -0.0107421
internal_weight=0 0.00683668 0.00583421 0.00348118 0.00240926 0.00235303
internal_count=3910 3671 3244 2627 2305 617
is_linear=0
shrinkage=0.1


Tree=9768
num_leaves=7
num_cat=0
split_feature=48 2 0 2 0 0
split_gain=1.7891e-05 4.60167e-05 3.64083e-05 3.31837e-05 2.8592e-05 2.52155e-05
threshold=0.016865000000000002 0.11260500000000001 -0.18901999999999997 0.084235000000000018 -0.083934999999999996 -0.077944999999999987
decision_type=2 2 2 2 2 2
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leaf_value=0.00022020971891217883 -0.00013039319700003371 0.00028472679495400259 0.00031665427162473408 -0.00054911931961698071 -0.00020720634332527555 -0.00013760646151052242
leaf_weight=0.0012028056674727335 0.0012502606839883152 0.001136248996410948 0.0015926100434809258 0.0010394122789428714 0.0012041164167392886 0.0012743721348327237
leaf_count=447 118 456 663 1170 613 443
internal_value=0 -6.95299e-05 0.000120048 -0.000154798 6.38531e-06 -0.000322469
internal_weight=0 0.00585696 0.00284287 0.00472071 0.00240692 0.00231378
internal_count=3910 3129 781 2673 1060 1613
is_linear=0
shrinkage=0.00196078


Tree=9769
num_leaves=6
num_cat=0
split_feature=51 457 1 4 3
split_gain=1.23757e-05 3.05908e-05 2.90778e-05 3.24858e-05 2.63957e-05
threshold=-0.07742499999999998 0.082870000000000013 0.11561500000000001 -1.0000000180025095e-35 -0.032959999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=-0.00016526364331868483 -0.00010333491495290837 0.0003436113428829626 0.00025034646666151486 -0.0002907327758790828 0.00029328890721808088
leaf_weight=0.0015423344604128348 0.0017737593228619813 0.0010137356770386942 0.0011776517805779565 0.0019159907883043534 0.0010138470862920252
leaf_count=667 1768 259 409 654 153
internal_value=0 2.90312e-05 -2.51922e-05 -9.41795e-05 4.09164e-05
internal_weight=0 0.00689498 0.00588125 0.0047036 0.00278761
internal_count=3910 3243 2984 2575 1921
is_linear=0
shrinkage=0.00196078


Tree=9770
num_leaves=6
num_cat=0
split_feature=160 42 52 49 4
split_gain=7.57358e-06 1.92675e-05 1.96603e-05 3.23048e-05 4.30345e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 -0.045004999999999996 0.074650000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0058911738167983594 -0.010231817011616684 0.012634156847162329 0.01376669705422584 -0.021132201370776274 0.0062597301323807121
leaf_weight=0.0017278480097921356 0.0011303651034451148 0.0013234936383113294 0.0015121483965932184 0.0011101736583532581 0.0011865664188335811
leaf_count=1218 882 305 451 778 276
internal_value=0 0.00158716 0.0041902 0.000190153 -0.00698069
internal_weight=0 0.00626275 0.00513238 0.00362023 0.00229674
internal_count=3910 2692 1810 1359 1054
is_linear=0
shrinkage=0.1


Tree=9771
num_leaves=7
num_cat=0
split_feature=50 133 52 4 3 49
split_gain=9.49857e-06 2.3425e-05 3.70372e-05 4.827e-05 7.40285e-05 2.94551e-05
threshold=0.082310000000000008 0.087330000000000019 0.071660000000000015 -0.034289999999999994 -0.074234999999999982 -0.010424999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00039542000951092368 -0.00018037010927551866 -0.00025546120697033948 0.0003334818966423024 0.00050058925262859758 -0.00034744348357854766 7.2093147310464163e-05
leaf_weight=0.001025747166962868 0.001015613030457955 0.0010107053459118727 0.0015153633168294486 0.0011465828651126288 0.0010671697719442153 0.0016202545531957117
leaf_count=512 747 761 791 518 210 371
internal_value=0 2.18722e-05 6.58404e-05 -1.76153e-05 8.34623e-05 -9.45038e-05
internal_weight=0 0.00738582 0.00637512 0.00485975 0.00383401 0.00268742
internal_count=3910 3163 2402 1611 1099 581
is_linear=0
shrinkage=0.00196078


Tree=9772
num_leaves=7
num_cat=0
split_feature=1 4 13 0 52 3
split_gain=7.61463e-06 2.25974e-05 1.38556e-05 3.73623e-05 4.29936e-05 2.05877e-05
threshold=0.076710000000000014 -0.083329999999999987 -0.0024749999999999993 -0.099864999999999995 -0.010284999999999997 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0035629532322812591 -0.00149739627467644 -0.01568543166980902 -0.010365218998610235 -0.017684627201239797 0.016629497247789737 0.018566040082077039
leaf_weight=0.0014367981207483375 0.001019107105009273 0.0010597982566399014 0.0010352955609539746 0.0010372431921121506 0.0013716890713831773 0.0010266956688312224
leaf_count=454 559 1554 132 468 167 576
internal_value=0 -0.00460793 0.00205315 -0.00181864 0.00501849 0.00857153
internal_weight=0 0.0024966 0.00549003 0.00344423 0.00240698 0.0020458
internal_count=3910 2008 1902 767 299 1135
is_linear=0
shrinkage=0.1


Tree=9773
num_leaves=5
num_cat=0
split_feature=42 49 2 0
split_gain=8.47004e-06 1.51482e-05 1.66538e-05 1.49393e-05
threshold=0.091955000000000023 -0.0057999999999999987 0.10393500000000001 -0.077944999999999987
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.006278940726077359 -0.0080461336491155101 0.0023645149725527604 -0.0037280432515228003 0.016071151506512733
leaf_weight=0.0019040977997889274 0.0011301756486743223 0.0017872656916649941 0.001718761174587774 0.0014325501715615648
leaf_count=677 843 1473 525 392
internal_value=0 0.00129853 0.00422007 0.00846283
internal_weight=0 0.00684267 0.00493858 0.00321982
internal_count=3910 3067 2390 1865
is_linear=0
shrinkage=0.1


Tree=9774
num_leaves=7
num_cat=0
split_feature=50 4 151 16 2 2
split_gain=1.46857e-05 2.37197e-05 2.89381e-05 5.12379e-05 2.40253e-05 2.98119e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00025280847157802959 -0.00022166376760216291 0.00030318637146664813 -0.00038334243159213595 -0.00014917012469677307 0.00042227874916952107 -3.7724958491178997e-05
leaf_weight=0.0012489794730825201 0.0010127073473532337 0.0010496282278684103 0.0015108148201045048 0.0014490940107245555 0.0010145290238615938 0.0011621144683640764
leaf_count=452 747 396 407 788 669 451
internal_value=0 3.00246e-05 -1.48766e-05 -7.99656e-05 4.6449e-05 0.000176682
internal_weight=0 0.00743516 0.00638553 0.00513655 0.00362574 0.00217664
internal_count=3910 3163 2767 2315 1908 1120
is_linear=0
shrinkage=0.00196078


Tree=9775
num_leaves=6
num_cat=0
split_feature=42 160 49 2 1
split_gain=1.21979e-05 2.01442e-05 5.9059e-05 3.0072e-05 2.10481e-05
threshold=0.091955000000000023 0.069910000000000014 -0.0057999999999999987 0.10362500000000001 0.078675000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00043683877896824618 -0.00018635064599038987 0.00024015701667352021 0.0003676609682441227 -0.00014696924208764553 4.3861262442510417e-05
leaf_weight=0.0010809859125395895 0.0011979287786821396 0.0013822258407481559 0.0013471537717383588 0.0016133056072465796 0.0018072563569724821
leaf_count=464 843 478 1060 455 610
internal_value=0 2.72707e-05 -2.30407e-05 7.07798e-05 0.000182146
internal_weight=0 0.00723093 0.0058487 0.00476772 0.00315441
internal_count=3910 3067 2589 2125 1670
is_linear=0
shrinkage=0.00196078


Tree=9776
num_leaves=6
num_cat=0
split_feature=150 16 133 16 16
split_gain=8.79162e-06 2.00337e-05 1.70575e-05 4.03836e-05 3.18825e-05
threshold=0.082085000000000019 -0.45301499999999995 1.0000000180025095e-35 0.05259500000000001 -0.088144999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01445437800143605 0.0067748135942881016 0.0070197936102741046 -0.0097290485417667813 0.016488858086390109 -0.014915570341390886
leaf_weight=0.0010265325057435496 0.0015356110127007069 0.0013493887714903475 0.0012019941860676054 0.0015691570201466489 0.0013019270608882556
leaf_count=273 513 528 1176 550 870
internal_value=0 -0.00164446 0.000780603 0.00377376 -0.00375155
internal_weight=0 0.006449 0.00542247 0.00422047 0.00265132
internal_count=3910 3397 3124 1948 1398
is_linear=0
shrinkage=0.1


Tree=9777
num_leaves=7
num_cat=0
split_feature=2 52 3 1 52 16
split_gain=7.864e-06 3.81881e-05 3.35147e-05 4.31144e-05 3.71247e-05 2.66472e-05
threshold=0.10946500000000002 0.086950000000000013 -0.089974999999999986 0.079945000000000016 -0.069134999999999988 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.013802567450263818 -0.0074550760382960136 -0.01792412603606831 0.024375763833613878 -0.014688750588872033 0.01060255649594566 0.013823782531425917
leaf_weight=0.0010029476042756787 0.0010257088944735093 0.0011956440239092843 0.001004641274884986 0.0010239884298610636 0.0013397557395753831 0.0013807014529102976
leaf_count=518 256 911 840 331 543 511
internal_value=0 -0.00208758 0.00224402 0.00702195 -0.000353792 0.00475388
internal_weight=0 0.00556698 0.00437133 0.00336839 0.00236374 0.00240641
internal_count=3910 3143 2232 1714 874 767
is_linear=0
shrinkage=0.1


Tree=9778
num_leaves=6
num_cat=0
split_feature=43 4 47 52 15
split_gain=1.09857e-05 1.99118e-05 3.15117e-05 2.11269e-05 1.72642e-05
threshold=-0.049504999999999987 -0.23071499999999998 0.077735000000000012 -0.0066199999999999991 -0.052074999999999989
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.00027790449024692329 -0.00030194215157163299 -7.6620428787021658e-05 -0.00028613859916437102 0.00023916578185222807 -2.4381147469083185e-05
leaf_weight=0.0011654845524990056 0.0010324335377227406 0.0014829761854586519 0.0011029980959987962 0.0018070835521808827 0.0019280712710294252
leaf_count=860 234 400 225 1227 964
internal_value=0 -5.69127e-05 6.72868e-07 9.68269e-05 8.95037e-05
internal_weight=0 0.00542549 0.00439306 0.00329006 0.00309356
internal_count=3910 2086 1852 1627 1824
is_linear=0
shrinkage=0.00196078


Tree=9779
num_leaves=6
num_cat=0
split_feature=12 3 3 48 1
split_gain=2.02219e-05 3.75259e-05 3.04305e-05 2.62463e-05 2.54445e-05
threshold=-0.051479999999999991 0.11476000000000001 -0.10628499999999998 0.083775000000000002 0.087480000000000016
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00026859283603325484 0.00016406566765231681 0.00027763385709173472 -0.00047572279641371464 9.99624330041924e-05 -9.8286757276673566e-05
leaf_weight=0.0010007645756563259 0.0018288252210789035 0.0017785273985727965 0.0011030944781906399 0.0012372079596306056 0.0018191673032533432
leaf_count=478 497 224 1664 381 666
internal_value=0 2.75446e-05 -4.67321e-05 -0.000139415 -0.000240761
internal_weight=0 0.00776682 0.00598829 0.00415947 0.00292226
internal_count=3910 3432 3208 2711 2330
is_linear=0
shrinkage=0.00196078


Tree=9780
num_leaves=6
num_cat=0
split_feature=1 16 15 47 48
split_gain=8.18356e-06 2.09773e-05 1.40157e-05 2.47402e-05 2.30811e-05
threshold=0.076710000000000014 0.0015250000000000001 1.0000000180025095e-35 0.087850000000000025 0.084500000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.015443708290780116 0.019077868491763426 0.003126067013704251 -0.0078605123024523185 -0.0043326398666852844 -6.434411716767837e-05
leaf_weight=0.0010600105006697126 0.0014846878551022457 0.0014276086831379578 0.0011189259440656059 0.0017951097351259666 0.0010940797471662603
leaf_count=1524 719 484 571 370 242
internal_value=0 -0.00478678 0.00212667 0.00468159 0.0109565
internal_weight=0 0.00248762 0.0054928 0.00437388 0.00257877
internal_count=3910 2008 1902 1331 961
is_linear=0
shrinkage=0.1


Tree=9781
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=2.57252e-05 3.07224e-05 9.02734e-05 4.69286e-05 4.35113e-05 2.9505e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.016619999999999996 0.088375000000000023
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00029109193651986307 -0.00029361835903181913 -0.00015598936713334311 0.00060018213868449943 0.00032985196471260286 -0.00035814607164371944 -0.00014823365503524461
leaf_weight=0.0010300064437831894 0.0010055681760261529 0.0012127134835542841 0.0012152332536916307 0.001039935831891812 0.001877391051473061 0.0013687834699046106
leaf_count=980 304 114 591 421 344 1156
internal_value=0 3.97417e-05 0.000222489 -4.37215e-05 -0.000134572 4.04065e-05
internal_weight=0 0.00774406 0.00242795 0.00531612 0.00427618 0.00239879
internal_count=3910 3606 705 2901 2480 2136
is_linear=0
shrinkage=0.00196078


Tree=9782
num_leaves=6
num_cat=0
split_feature=50 51 1 48 4
split_gain=1.78916e-05 2.63809e-05 2.62182e-05 4.75744e-05 4.45019e-05
threshold=0.086465000000000014 -0.07742499999999998 0.10937500000000001 0.08346000000000002 -0.032604999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00020615103750960424 -0.00025399868768724853 5.4067433344530143e-05 0.00029342031937769217 0.0002867243072922372 -0.00042759350219616831
leaf_weight=0.0015430479708918431 0.0010088390967664188 0.0018731070598732786 0.001636051720378443 0.0015353191049491876 0.0012164256031666559
leaf_count=620 715 1153 485 417 520
internal_value=0 2.34883e-05 8.00847e-05 4.61673e-06 -0.000135574
internal_weight=0 0.00780395 0.0062609 0.00462485 0.00308953
internal_count=3910 3195 2575 2090 1673
is_linear=0
shrinkage=0.00196078


Tree=9783
num_leaves=6
num_cat=0
split_feature=160 43 12 52 1
split_gain=8.48366e-06 1.87625e-05 3.46409e-05 3.4155e-05 2.61527e-05
threshold=-1.0000000180025095e-35 -0.15109999999999998 0.091475000000000015 0.048490000000000012 0.094485000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0062233808553694538 0.012986215830185374 -0.012321936498069097 -0.013944447601926683 0.019579175913132019 0.0078513604103807675
leaf_weight=0.0017329065937761587 0.0011895662199978788 0.0012428684784075818 0.0014638069162384824 0.0010404828493020303 0.0013306580024000606
leaf_count=1218 263 604 833 547 445
internal_value=0 0.00168184 -0.00096641 0.00429017 -0.00189121
internal_weight=0 0.00626738 0.00507782 0.00361401 0.00257353
internal_count=3910 2692 2429 1596 1049
is_linear=0
shrinkage=0.1


Tree=9784
num_leaves=5
num_cat=0
split_feature=49 2 4 0
split_gain=7.98541e-06 1.4433e-05 3.08705e-05 3.06348e-05
threshold=-0.045004999999999996 0.10113500000000002 0.25367000000000006 -0.077944999999999987
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.0057653436589433817 -0.006493239985349457 -0.01768235838965674 0.0052181523669993348 0.011592319602584437
leaf_weight=0.001833638090180981 0.001966907013828437 0.0013654112548476536 0.0010347300215025523 0.0017879950103400926
leaf_count=529 1847 571 293 670
internal_value=0 -0.00175286 -0.00780967 0.00211867
internal_weight=0 0.00615504 0.00240014 0.0037549
internal_count=3910 3381 864 2517
is_linear=0
shrinkage=0.1


Tree=9785
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 12
split_gain=1.35983e-05 2.08989e-05 3.52393e-05 4.04056e-05 1.95081e-05 3.72696e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.092854999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00027381001261712234 -0.00022040439538716769 0.00027697929508705473 -0.00036166373064534384 -0.00018345949780561606 0.00036036022586704956 -0.00012885912936899888
leaf_weight=0.0012551423692771374 0.0010126950706914164 0.0010581655798175211 0.0015135091347892628 0.0012041334980209726 0.0012311309091059116 0.0011654562290919833
leaf_count=452 747 396 407 534 187 1187
internal_value=0 2.18027e-05 -2.05907e-05 -9.28429e-05 2.01519e-05 0.000122454
internal_weight=0 0.00742754 0.00636937 0.00511423 0.00360072 0.00239659
internal_count=3910 3163 2767 2315 1908 1374
is_linear=0
shrinkage=0.00196078


Tree=9786
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 1 4
split_gain=3.66864e-05 2.71492e-05 7.46367e-05 5.41773e-05 4.492e-05 4.54399e-05 3.20686e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 0.096035000000000023 -0.078484999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00020595875789990428 -0.00035839550109917047 -0.00013186264712679386 0.00055301965609772321 0.00035393254150047114 -0.00033093698444136414 -0.00059539482015929796 0.00013790170994216013
leaf_weight=0.001091936925476504 0.0010251401659514834 0.0012349747846605291 0.0012122722915258255 0.0010704300100936245 0.0011246898337915648 0.001025143471532573 0.0011189634514100761
leaf_count=438 304 114 591 421 627 403 1012
internal_value=0 3.59283e-05 0.000207402 -4.13366e-05 -0.000138363 -0.000253384 -9.71159e-05
internal_weight=0 0.00787841 0.00244725 0.00543116 0.00436073 0.0032688 0.00224365
internal_count=3910 3606 705 2901 2480 2042 1639
is_linear=0
shrinkage=0.00196078


Tree=9787
num_leaves=6
num_cat=0
split_feature=160 133 16 16 12
split_gain=7.44123e-06 2.5113e-05 4.92231e-05 3.06772e-05 4.64265e-05
threshold=0.069910000000000014 1.0000000180025095e-35 0.15100500000000003 -0.088144999999999987 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0095832356183027934 0.0065858565109720314 -0.014671617107436342 0.017816937104659737 -0.014348554070777314 0.018588001510447365
leaf_weight=0.001281403416936231 0.0013992508168256847 0.0011787827320313381 0.0013704432742157645 0.0016988282292739751 0.0010764113094582255
leaf_count=396 550 1173 412 1024 355
internal_value=0 -0.00144189 0.00143166 -0.00410373 0.00327776
internal_weight=0 0.00660587 0.00542709 0.00405664 0.00235781
internal_count=3910 3360 2187 1775 751
is_linear=0
shrinkage=0.1


Tree=9788
num_leaves=7
num_cat=0
split_feature=42 133 49 15 12 15
split_gain=1.78306e-05 3.79829e-05 4.11857e-05 5.58255e-05 3.6451e-05 4.2575e-05
threshold=0.091955000000000023 0.065880000000000008 0.0047850000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.094449999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00011060077599444702 -0.00022265130510975298 0.00032651022055551755 0.00031115909026728348 -0.00047440307507459338 -0.00025790342557372142 0.00040424167905293043
leaf_weight=0.0012304321737296535 0.0012350161647379882 0.0013712066341328329 0.0010866081578498107 0.0012213832474349236 0.0012993422965436479 0.0012397661421888941
leaf_count=176 843 920 363 842 493 273
internal_value=0 3.17324e-05 -3.4775e-05 -0.000110091 7.95152e-06 0.000147793
internal_weight=0 0.00744874 0.00607753 0.00499092 0.00376954 0.0024702
internal_count=3910 3067 2147 1784 942 449
is_linear=0
shrinkage=0.00196078


Tree=9789
num_leaves=7
num_cat=0
split_feature=13 3 39 15 3 12
split_gain=1.42431e-05 3.77949e-05 5.58564e-05 2.51224e-05 3.52535e-05 3.29923e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 -0.021529999999999997 -0.086439999999999989 0.090715000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=0.00020275615485556872 0.00026578617377484207 -0.0003478322576047752 0.0004463478828683439 7.4172126342897689e-06 -0.00044796691135986447 -0.00018458250003162676
leaf_weight=0.0011093221678777397 0.0015371911438366759 0.0012416090667471211 0.0010205872864742088 0.0015188674878876495 0.0011472859883626234 0.0010542729817326246
leaf_count=210 658 138 416 775 1152 561
internal_value=0 -3.52471e-05 2.65714e-05 -5.4914e-05 -0.000188541 8.25648e-05
internal_weight=0 0.00751981 0.0062782 0.00525762 0.00266615 0.00259146
internal_count=3910 3700 3562 3146 1927 1219
is_linear=0
shrinkage=0.00196078


Tree=9790
num_leaves=6
num_cat=0
split_feature=42 133 49 1 16
split_gain=8.12952e-06 1.97962e-05 3.48957e-05 2.40342e-05 2.6922e-05
threshold=0.091955000000000023 0.065880000000000008 -0.0057999999999999987 0.11198000000000001 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013724836294135871 -0.0078864494038270293 0.012520680512423846 -0.01278399920272686 0.014931852591946342 0.0072849612822358583
leaf_weight=0.001611323699913958 0.0011337618655320389 0.0012710568906491001 0.001204772721720487 0.0012912844429644309 0.0015014847634797447
leaf_count=415 843 920 842 269 621
internal_value=0 0.00125249 -0.00130105 0.00370671 -0.00164935
internal_weight=0 0.00687992 0.00560887 0.00399754 0.00270626
internal_count=3910 3067 2147 1732 1463
is_linear=0
shrinkage=0.1


Tree=9791
num_leaves=6
num_cat=0
split_feature=16 160 2 16 15
split_gain=9.37564e-06 2.96353e-05 2.75038e-05 1.87357e-05 2.94791e-05
threshold=-0.029944999999999996 -0.063534999999999994 0.096540000000000015 -0.089864999999999987 -0.10312999999999999
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.009916049331870791 0.010548193302875507 -0.019411954833184242 0.00068373668425904472 0.01375021971751017 -0.0099585488240306677
leaf_weight=0.0013580051949754915 0.0010586971919259486 0.0013358317484704783 0.0013894719818193942 0.0012040265458985368 0.0016568430697735937
leaf_count=441 585 648 459 1101 676
internal_value=0 -0.00365056 -0.00916634 0.0032051 -0.00100625
internal_weight=0 0.003784 0.0027253 0.00421887 0.00301485
internal_count=3910 1692 1107 2218 1117
is_linear=0
shrinkage=0.1


Tree=9792
num_leaves=6
num_cat=0
split_feature=150 15 3 43 13
split_gain=9.18305e-06 1.9224e-05 2.77881e-05 2.09896e-05 4.1618e-05
threshold=0.082085000000000019 -0.038029999999999987 0.092005000000000017 -0.083899999999999988 -0.09547499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00020776429932704306 0.0069027135833478921 0.01304845892445131 -0.020468070393944313 0.011831041637762987 -0.014511940004752897
leaf_weight=0.0016139902693021787 0.0015408498593985813 0.0013278557891848162 0.001088363152765458 0.0010950040499240396 0.0013259135987008302
leaf_count=1191 513 484 193 151 1378
internal_value=0 -0.00168985 -0.00811935 0.00294495 -0.00259676
internal_weight=0 0.00645113 0.00270235 0.00374877 0.00242092
internal_count=3910 3397 1384 2013 1529
is_linear=0
shrinkage=0.1


Tree=9793
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 4
split_gain=1.49239e-05 2.12745e-05 2.57457e-05 3.89676e-05 7.26343e-05 6.06817e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00037905776113307131 0.00020001184206675716 0.0002196457594797151 0.0002013956493407915 -0.00046652421876021438 -0.00041979116604387622 0.00016244809729411093
leaf_weight=0.0011150290517193667 0.0012213397360809255 0.0010815647009209508 0.0010512985138503182 0.0010797162996863535 0.0018901192962622105 0.0010822501530358907
leaf_count=219 239 424 220 164 2390 254
internal_value=0 -3.4166e-05 -7.83114e-05 -0.00013522 -4.77041e-05 -0.000207796
internal_weight=0 0.00729998 0.00621841 0.00516711 0.0040874 0.00297237
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.00196078


Tree=9794
num_leaves=7
num_cat=0
split_feature=16 2 12 0 2 3
split_gain=8.94284e-06 2.86026e-05 1.70382e-05 2.33014e-05 2.41653e-05 2.6847e-05
threshold=0.061570000000000007 0.096540000000000015 0.090965000000000018 -0.084304999999999977 0.089910000000000004 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.010776786482267584 -0.016307964946522906 0.0051353426012447452 -0.0083126140135558312 0.018254232723787067 0.018456830188877203 -0.0040036005118084875
leaf_weight=0.0011329775456473579 0.0011789875783694114 0.0013168029686227766 0.0011995770941805924 0.0010332141179068837 0.0010714560655015952 0.0010573606394264274
leaf_count=926 373 419 947 732 353 160
internal_value=0 -0.00499427 0.00222428 0.00516719 0.0010217 0.00730097
internal_weight=0 0.00249579 0.00549459 0.00429501 0.00326179 0.00212882
internal_count=3910 792 3118 2171 1439 513
is_linear=0
shrinkage=0.1


Tree=9795
num_leaves=7
num_cat=0
split_feature=157 160 42 42 0 15
split_gain=1.39979e-05 4.65915e-05 1.99533e-05 2.45905e-05 3.67471e-05 4.80923e-05
threshold=-0.013969999999999998 -1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 -0.14293499999999998 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.00021082018597341897 -0.00041580575836983307 -0.00017190305209624371 -0.0002173351982222741 -7.6591724293157432e-05 0.00062903786535989999 7.5538382056872312e-05
leaf_weight=0.0010081855141183954 0.0010624126188674135 0.0012022472003170104 0.0010716593770477194 0.001701448432749672 0.0010044821709833955 0.0015120082509847014
leaf_count=646 788 869 580 245 354 428
internal_value=0 -3.51565e-05 2.7138e-05 7.54744e-05 0.000145985 0.000296473
internal_weight=0 0.00755426 0.00649185 0.00542019 0.00421794 0.00251649
internal_count=3910 3264 2476 1896 1027 782
is_linear=0
shrinkage=0.00196078


Tree=9796
num_leaves=6
num_cat=0
split_feature=1 4 16 48 4
split_gain=8.52551e-06 1.85883e-05 1.49285e-05 2.24747e-05 3.82363e-05
threshold=0.076710000000000014 -0.083329999999999987 0.070590000000000014 0.086215000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0025610287666451722 0.023427930456078702 -0.014925820578714525 -0.0080332675127068442 -0.0047907763744640666 -0.00011709372386073101
leaf_weight=0.0014260895062931985 0.0012258165030892192 0.0010594969533252426 0.0011386953936511745 0.0015614093716409131 0.001577129459039374
leaf_count=454 623 1554 393 334 552
internal_value=0 -0.00489285 0.0021635 0.00482392 0.0101799
internal_weight=0 0.00248559 0.00550305 0.00436436 0.00280295
internal_count=3910 2008 1902 1509 1175
is_linear=0
shrinkage=0.1


Tree=9797
num_leaves=5
num_cat=0
split_feature=49 3 2 1
split_gain=7.92316e-06 1.5124e-05 2.47187e-05 3.3934e-05
threshold=-0.045004999999999996 -0.089974999999999986 0.10393500000000001 0.079945000000000016
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0057460897018981995 -0.010370684969033969 0.02157774862562338 -0.0082889400944022289 -0.0011845012391443405
leaf_weight=0.0018310123218079405 0.0015284046612009921 0.0010088998969535554 0.0017437328140388242 0.001866825786494867
leaf_count=529 739 1196 599 847
internal_value=0 -0.00174789 0.00110507 0.00680125
internal_weight=0 0.00614786 0.00461946 0.00287573
internal_count=3910 3381 2642 2043
is_linear=0
shrinkage=0.1


Tree=9798
num_leaves=7
num_cat=0
split_feature=1 16 15 3 3 3
split_gain=8.62688e-06 1.81718e-05 1.49556e-05 2.11222e-05 3.11786e-05 4.52385e-06
threshold=0.076710000000000014 0.0015250000000000001 1.0000000180025095e-35 0.11265500000000002 -0.075954999999999981 0.082730000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.014866129970308173 -0.0046503023688990236 0.0024532671440602987 -0.0081077438317377071 -0.0057304817120865 0.021447813194564163 0.01195736497057908
leaf_weight=0.001055277032934775 0.001039805548855115 0.0014223158438255506 0.0011231911037816881 0.0013214167954628741 0.0010000418714057042 0.0010090665797494493
leaf_count=1524 490 484 571 258 421 162
internal_value=0 -0.00492356 0.00218442 0.00482955 0.00940633 0.0166813
internal_weight=0 0.00247759 0.00549352 0.00437033 0.00304891 0.00200911
internal_count=3910 2008 1902 1331 1073 583
is_linear=0
shrinkage=0.1


Tree=9799
num_leaves=7
num_cat=0
split_feature=2 52 12 43 52 16
split_gain=9.3474e-06 3.80587e-05 2.66023e-05 4.48216e-05 5.42766e-05 1.97963e-05
threshold=0.10946500000000002 0.086950000000000013 0.092150000000000024 -0.0037249999999999996 -1.0000000180025095e-35 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.019141250768422106 -0.0053625657339061586 -0.01817808330624672 0.014724611658486162 -0.010750796918039849 0.021568381777911573 0.012991932311153483
leaf_weight=0.0010945874829445352 0.001022330281953642 0.0011842707638830049 0.0011984879805942454 0.001011149507942864 0.0010689665117994817 0.0013819577125448162
leaf_count=1126 256 911 561 257 288 511
internal_value=0 -0.00227569 0.00203072 -0.00276138 0.00585795 0.00518739
internal_weight=0 0.00555746 0.00437319 0.0031747 0.00208012 0.00240429
internal_count=3910 3143 2232 1671 545 767
is_linear=0
shrinkage=0.1


Tree=9800
num_leaves=7
num_cat=0
split_feature=50 4 151 16 2 2
split_gain=1.44662e-05 2.87998e-05 3.82134e-05 3.75871e-05 1.79144e-05 2.86995e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00028155287170782091 -0.00022507057246657486 0.00032588902700332915 -0.00036110857765830434 -0.00016099356499293645 0.00036472813858382604 -9.0130913469219434e-05
leaf_weight=0.001257737707122784 0.0010057342348414903 0.0010527621493196561 0.0014968598694806022 0.0014291433512569865 0.0010012650870605186 0.0011411013979412959
leaf_count=452 747 396 407 788 669 451
internal_value=0 2.56045e-05 -2.43675e-05 -0.000100283 9.03208e-06 0.000122454
internal_weight=0 0.00737887 0.00632611 0.00506837 0.00357151 0.00214237
internal_count=3910 3163 2767 2315 1908 1120
is_linear=0
shrinkage=0.00196078


Tree=9801
num_leaves=6
num_cat=0
split_feature=49 2 4 1 0
split_gain=8.76555e-06 4.17662e-05 4.01331e-05 5.66944e-05 2.84346e-05
threshold=0.010625000000000001 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -0.089879999999999974
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.019634773665093985 0.007626792366067738 0.014319521875310014 -0.00043072568760388211 -0.016100414668789954 0.021146257265811291
leaf_weight=0.0014483634953712668 0.0012603177160462305 0.0013405790888818018 0.0014030443645632518 0.0014175862790223271 0.0010815670197018275
leaf_count=678 805 445 446 338 1198
internal_value=0 -0.00146444 -0.0054191 -0.00014273 0.00896187
internal_weight=0 0.00669114 0.00535056 0.0039022 0.00248461
internal_count=3910 3105 2660 1982 1644
is_linear=0
shrinkage=0.1


Tree=9802
num_leaves=6
num_cat=0
split_feature=47 13 0 151 1
split_gain=7.9754e-06 1.62941e-05 2.56729e-05 2.51924e-05 3.14095e-05
threshold=0.10436500000000001 -0.032264999999999995 -0.082994999999999985 -0.0074049999999999993 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0014746266705767657 0.0069653518963866141 0.015071297600030424 -0.018643185758227449 0.010768768613686815 -0.010709894841955229
leaf_weight=0.0013906652938107343 0.001354873555899876 0.0011426511431641357 0.0011663251693430218 0.0011040261567020128 0.0017762178154784216
leaf_count=1111 290 264 865 773 607
internal_value=0 -0.00145993 -0.00770175 0.00250743 -0.00247691
internal_weight=0 0.00657989 0.00255699 0.0040229 0.00288024
internal_count=3910 3620 1976 1644 1380
is_linear=0
shrinkage=0.1


Tree=9803
num_leaves=7
num_cat=0
split_feature=13 3 1 12 1 2
split_gain=8.16972e-06 1.45042e-05 3.12729e-05 2.42952e-05 3.1311e-05 3.14767e-05
threshold=-0.23438999999999996 0.11265500000000002 0.11561500000000001 0.092365000000000017 0.091845000000000024 0.086875000000000022
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.008310580832880908 -0.017969813745330701 -0.01157991230047322 0.016641044171789934 -0.016438824058316301 0.016157194666613948 0.0040680148297167406
leaf_weight=0.0010250792834285141 0.0010591984246815323 0.0011368378443301318 0.001022461082751629 0.0010055644900430669 0.0010055739092842265 0.001669922988595012
leaf_count=210 954 138 350 982 373 903
internal_value=0 -0.00125704 0.000779397 -0.00264192 0.00107289 -0.00448508
internal_weight=0 0.00689956 0.00576272 0.00474026 0.0037347 0.00272912
internal_count=3910 3700 3562 3212 2230 1857
is_linear=0
shrinkage=0.1


Tree=9804
num_leaves=6
num_cat=0
split_feature=12 51 160 13 15
split_gain=7.70621e-06 1.64977e-05 2.78584e-05 2.76627e-05 2.35818e-05
threshold=-0.036459999999999992 -0.09021499999999999 -1.0000000180025095e-35 -0.094679999999999986 -0.03231499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0082034821906277963 0.012773065162424263 -0.015512689431012174 0.013974891450713534 0.0055640163947265195 -0.011187729727285732
leaf_weight=0.0010040915194715356 0.001041107805193126 0.0010656864927179668 0.0014368475174136672 0.0017240498284631662 0.0016394567269437379
leaf_count=504 452 904 258 516 1276
internal_value=0 0.00117228 -0.000886634 0.00236037 -0.0026012
internal_weight=0 0.00690715 0.00586604 0.00480035 0.00336351
internal_count=3910 3406 2954 2050 1792
is_linear=0
shrinkage=0.1


Tree=9805
num_leaves=6
num_cat=0
split_feature=484 43 2 13 13
split_gain=1.35229e-05 2.38606e-05 3.83473e-05 4.45866e-05 2.05017e-05
threshold=0.085515000000000022 -0.074254999999999988 0.11125500000000001 -0.0043499999999999988 -0.003375
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0002788619360119074 0.00020916495737027541 -0.00051645102703244705 0.00012480228174315802 -4.2388607904360668e-05 -6.5435769053333602e-05
leaf_weight=0.0013991222425031775 0.0010030865622711561 0.0013289128380144456 0.0016563813091619445 0.0017904471545163857 0.0012671560304084474
leaf_count=915 437 1172 436 533 417
internal_value=0 -3.33576e-05 -0.000116316 -0.000244349 0.000115234
internal_weight=0 0.00744202 0.00477574 0.00311936 0.00266628
internal_count=3910 3473 2141 1705 1332
is_linear=0
shrinkage=0.00196078


Tree=9806
num_leaves=7
num_cat=0
split_feature=0 16 457 49 15 15
split_gain=1.08901e-05 2.57904e-05 2.68855e-05 2.86136e-05 2.97331e-05 1.6708e-05
threshold=0.055865000000000005 0.070590000000000014 0.018630000000000004 -0.0019649999999999997 -0.10981499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00032694763325483828 0.0001683313827106808 -0.00025963846296226165 0.00031910394747936216 -0.00017414434297078203 0.0003467533709042788 5.5727077599996106e-06
leaf_weight=0.0010085676501869717 0.0012102466992038995 0.0015185855298147149 0.0010042804197044923 0.001431534951718483 0.0011883555245591477 0.0010302725308677179
leaf_count=405 255 578 318 477 582 1295
internal_value=0 -3.27292e-05 2.81184e-05 -3.46092e-05 4.61662e-05 0.000188318
internal_weight=0 0.0071816 0.00566301 0.00465873 0.00365016 0.00221863
internal_count=3910 3655 3077 2759 2354 1877
is_linear=0
shrinkage=0.00196078


Tree=9807
num_leaves=7
num_cat=0
split_feature=11 3 12 15 2 4
split_gain=2.90562e-05 3.0459e-05 6.59391e-05 3.61063e-05 3.18559e-05 2.24592e-05
threshold=1.0000000180025095e-35 -0.015794999999999997 0.086935000000000012 -0.11399999999999998 0.10946500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.0005337493052138051 -0.0003178302258742168 0.00024166013814814555 -4.1356103390225263e-05 -0.00045998648344842247 0.00011614066340008 -7.4753944239224659e-05
leaf_weight=0.0012487385383361167 0.0010119145839491183 0.0010936132680506097 0.001984767718284351 0.0013472223195447114 0.0010535623242846296 0.0010241667366274352
leaf_count=927 304 299 1802 275 188 115
internal_value=0 3.545e-05 0.000180742 -6.85218e-05 -0.000167565 -0.00029361
internal_weight=0 0.00775207 0.00323351 0.00451856 0.00342495 0.00237139
internal_count=3910 3606 2729 877 578 390
is_linear=0
shrinkage=0.00196078


Tree=9808
num_leaves=8
num_cat=0
split_feature=50 4 12 51 3 3 16
split_gain=1.59869e-05 4.07589e-05 2.87188e-05 4.60735e-05 4.17442e-05 3.76359e-05 3.53543e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.084249999999999978 0.096385000000000012 -0.10628499999999998 -0.089864999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00031901059339309795 -0.00023609127829506051 0.00038207900504333295 -0.00034565902011692972 0.00030623239954272337 0.00042890080105863584 -0.00040750073462416704 9.8180850969070287e-05
leaf_weight=0.0011096867389299801 0.0010101667270786168 0.0010649026974091369 0.0010285511196128109 0.0010259995292245922 0.0011893128112735233 0.0010479827685304596 0.0010786802597585262
leaf_count=301 747 396 489 242 116 420 1199
internal_value=0 2.65722e-05 -3.18487e-05 2.74862e-05 0.000115879 -2.20566e-06 -0.00015101
internal_weight=0 0.00754512 0.00648021 0.00537053 0.00434198 0.00315266 0.00212666
internal_count=3910 3163 2767 2466 1977 1861 1619
is_linear=0
shrinkage=0.00196078


Tree=9809
num_leaves=7
num_cat=0
split_feature=51 43 42 2 2 15
split_gain=6.7801e-06 1.96692e-05 3.00255e-05 2.57335e-05 5.97086e-05 2.12555e-05
threshold=-0.07742499999999998 -0.15109999999999998 0.085330000000000003 0.099015000000000006 0.11339500000000001 -0.089594999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0061929064006550514 0.013941205442642105 0.0055288373682978688 -0.015796736715942523 0.028045212160836205 -0.0053376783641910456 -0.014190504396797613
leaf_weight=0.0014582429311776101 0.0010419579959441002 0.0010304229997182071 0.0011020576297344565 0.0010172491481638898 0.0011320111278884523 0.0011642133244104728
leaf_count=667 295 316 1253 257 283 839
internal_value=0 0.00135331 -0.00105509 0.0026849 0.0104625 -0.0049319
internal_weight=0 0.00648791 0.00544595 0.0043439 0.00214926 0.00219464
internal_count=3910 3243 2948 1695 540 1155
is_linear=0
shrinkage=0.1


Tree=9810
num_leaves=6
num_cat=0
split_feature=12 52 16 15 49
split_gain=7.3877e-06 2.71996e-05 6.82159e-05 5.23014e-05 2.09847e-05
threshold=0.10129000000000001 0.091210000000000013 0.081265000000000018 -0.0071449999999999994 -0.0090499999999999973
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0051172704457019668 -0.0077302617857187075 0.013405222763403255 -0.023941635586478483 0.016669391194724058 -0.013503739949063835
leaf_weight=0.0010410998666963113 0.0010761451720510936 0.0014384495851258554 0.0011283497004475678 0.001801180198633449 0.001445428359190606
leaf_count=400 514 738 533 1017 708
internal_value=0 0.00118195 -0.00206443 0.00369276 -0.00570719
internal_weight=0 0.00685451 0.00541606 0.00428771 0.00248653
internal_count=3910 3396 2658 2125 1108
is_linear=0
shrinkage=0.1


Tree=9811
num_leaves=5
num_cat=0
split_feature=52 16 0 1
split_gain=8.82152e-06 2.1551e-05 2.32783e-05 1.46272e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.11756999999999999 0.10386500000000001
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.0016872879451979286 -0.006663088050032441 -0.011425240185042209 0.009805849870436277 0.013209872239589996
leaf_weight=0.0015582941553024558 0.0016008383906175325 0.0017623353225469942 0.001850227205829271 0.0011422299563569821
leaf_count=817 339 817 1564 373
internal_value=0 -0.00242809 0.00216644 0.0046137
internal_weight=0 0.0052134 0.00345107 0.00270052
internal_count=3910 2720 1903 1190
is_linear=0
shrinkage=0.1


Tree=9812
num_leaves=7
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split_feature=3 39 3 0 15 4
split_gain=1.21219e-05 2.3824e-05 2.69871e-05 3.55218e-05 1.72077e-05 5.47882e-06
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0017293323578565232 0.0012077113998196611 0.0010439297812729368 0.0010220441108800982 0.0011806646844874286 0.0011627926661410396 0.0010669750918082636
leaf_count=485 239 424 612 1306 564 280
internal_value=0 -3.84197e-05 -8.48262e-05 -0.000165879 -6.01113e-05 -0.000166528
internal_weight=0 0.00720574 0.00616181 0.00443248 0.00325181 0.00208902
internal_count=3910 3671 3247 2762 1456 892
is_linear=0
shrinkage=0.00196078


Tree=9813
num_leaves=6
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split_feature=15 16 0 47 43
split_gain=8.29737e-06 2.641e-05 3.59753e-05 3.68651e-05 2.99882e-05
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decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0080054074234167313 -0.015075013569508544 0.013078400453619141 0.0014976046664307058 0.012038192252426173 -0.019345186224613078
leaf_weight=0.0011057842677989248 0.0011603686746207128 0.0018169319527088341 0.0012514913381587143 0.0010427266086090845 0.0015394206307281992
leaf_count=445 317 338 661 318 1831
internal_value=0 -0.00133368 0.00148816 -0.00400497 -0.00999893
internal_weight=0 0.00681094 0.00565057 0.00383364 0.00279091
internal_count=3910 3465 3148 2810 2492
is_linear=0
shrinkage=0.1


Tree=9814
num_leaves=6
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split_feature=12 52 16 15 49
split_gain=1.31357e-05 2.64574e-05 3.63784e-05 4.64698e-05 2.93137e-05
threshold=0.10371500000000002 0.091210000000000013 0.081265000000000018 -0.0071449999999999994 -0.024179999999999997
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.00013819100737751764 -0.00021841737046593394 0.00024934931687724564 -0.0003284483170178362 0.00027284618924098268 -0.00028604486094466804
leaf_weight=0.0010068541727951609 0.0010029233805770796 0.0015419045605317783 0.0013021957555532588 0.001947860710078307 0.0016563686914375026
leaf_count=322 441 766 555 1029 797
internal_value=0 2.06001e-05 -3.90469e-05 4.26817e-05 -0.000125659
internal_weight=0 0.00745518 0.00591328 0.00461108 0.00266322
internal_count=3910 3469 2703 2148 1119
is_linear=0
shrinkage=0.00196078


Tree=9815
num_leaves=7
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split_feature=50 42 51 16 13 48
split_gain=1.29428e-05 2.62772e-05 3.86015e-05 5.4993e-05 4.52489e-05 4.37233e-05
threshold=0.082310000000000008 -1.0000000180025095e-35 -0.07742499999999998 -0.08755499999999998 -0.032264999999999995 0.084905000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.00024897534413563608 -0.0002179777782888892 -0.00027474421136915389 0.00018096651458916763 7.554922431539237e-05 0.00060430325115196819 -0.00031989209337273083
leaf_weight=0.0011825361837318627 0.0010069588684293853 0.0010405717610102623 0.0014201305560830771 0.0012033907630308832 0.0012884864387742944 0.0012688033722745178
leaf_count=864 747 480 589 786 271 173
internal_value=0 1.89568e-05 6.98842e-05 0.000139103 0.000348955 -5.53692e-05
internal_weight=0 0.00740392 0.00622138 0.00518081 0.00249188 0.00268893
internal_count=3910 3163 2299 1819 1057 762
is_linear=0
shrinkage=0.00196078


Tree=9816
num_leaves=6
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split_feature=0 52 150 15 1
split_gain=7.96757e-06 2.84478e-05 2.33943e-05 3.37253e-05 2.05086e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 -0.0089749999999999986 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.016670543210161228 0.006073755008944642 -0.019715051673068903 0.014254997806094134 0.0086324758715492188 -0.0011309837744948599
leaf_weight=0.0010531685014143789 0.00167934592564155 0.0011136438280249018 0.001106223674594971 0.001698103375522223 0.0012721640305908915
leaf_count=597 446 733 403 1441 290
internal_value=0 -0.00168551 0.00135521 -0.002139 -0.00980563
internal_weight=0 0.0062433 0.00519013 0.00408391 0.00238581
internal_count=3910 3464 2867 2464 1023
is_linear=0
shrinkage=0.1


Tree=9817
num_leaves=6
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split_feature=4 151 16 4 2
split_gain=8.52289e-06 2.10274e-05 3.54108e-05 2.56569e-05 1.4012e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.089864999999999987 -0.0021099999999999995 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010568747913580036 0.007694324707805178 -0.015871333844798722 0.015366365616403655 -0.010986086125652517 0.00055969333833325626
leaf_weight=0.0011991633203731833 0.0012080568122243866 0.0017341159735979931 0.0011165510430550473 0.0011592083232648902 0.001494719163003999
leaf_count=556 441 707 1083 414 709
internal_value=0 -0.00143059 -0.00404462 0.00139472 0.00689087
internal_weight=0 0.00670376 0.00550459 0.00377048 0.00261127
internal_count=3910 3469 2913 2206 1792
is_linear=0
shrinkage=0.1


Tree=9818
num_leaves=6
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split_feature=49 2 4 1 0
split_gain=8.15412e-06 4.09231e-05 3.21584e-05 4.73445e-05 3.00939e-05
threshold=0.010625000000000001 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -0.089879999999999974
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.018104343724977955 0.0073804276300272961 0.014262723434781025 -0.0019057394947296835 -0.015231782492591772 0.020365577554537207
leaf_weight=0.0014409035891822038 0.0012489170626957076 0.0013302521847701875 0.0014021706253282793 0.001410152880495901 0.001069478581081853
leaf_count=678 805 445 446 338 1198
internal_value=0 -0.00142559 -0.00534641 -0.000610738 0.00773102
internal_weight=0 0.00665296 0.00532271 0.0038818 0.00247165
internal_count=3910 3105 2660 1982 1644
is_linear=0
shrinkage=0.1


Tree=9819
num_leaves=6
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split_feature=51 484 1 0 0
split_gain=8.57141e-06 2.11749e-05 1.51143e-05 2.73436e-05 3.00689e-05
threshold=0.08955500000000001 0.042570000000000004 0.11561500000000001 -0.077944999999999987 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0029119533689582681 -0.0081252245275542732 0.014658979378414367 0.0087110952884400846 0.005988832790407325 -0.018477319442413122
leaf_weight=0.0010911035192643654 0.0011220110835261045 0.0010110267489757711 0.0012468726162807144 0.0017629051634825976 0.0016528831391077357
leaf_count=181 487 507 343 803 1589
internal_value=0 0.00131214 -0.0010331 -0.00372893 -0.00997221
internal_weight=0 0.00676479 0.00575376 0.00450689 0.00274399
internal_count=3910 3423 2916 2573 1770
is_linear=0
shrinkage=0.1


Tree=9820
num_leaves=7
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split_feature=4 151 4 47 3 15
split_gain=2.04798e-05 2.21278e-05 3.91776e-05 3.24112e-05 1.87563e-05 1.64696e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.0025899999999999994 0.09023500000000001 -0.046444999999999993 0.041585000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00019103690221993684 0.00022510313677230999 -0.00025193335649588623 -0.00045296631682238453 -3.1489581372994553e-06 0.00022285172966647607 0.0001028986067516832
leaf_weight=0.0012904593729775836 0.0013045801310231199 0.0010043338943633675 0.0015525725864849287 0.0010207728997493545 0.0013755485662271917 0.0010073459048552203
leaf_count=556 441 543 621 191 265 1293
internal_value=0 -4.17567e-05 -9.21564e-05 -0.000274537 4.64016e-05 -7.42517e-05
internal_weight=0 0.00725103 0.00596057 0.00257335 0.00338723 0.00201168
internal_count=3910 3469 2913 812 2101 1836
is_linear=0
shrinkage=0.00196078


Tree=9821
num_leaves=7
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split_feature=50 4 151 4 3 16
split_gain=1.41959e-05 3.01725e-05 2.5426e-05 3.67923e-05 2.46695e-05 2.44049e-05
threshold=0.07992500000000001 0.28937500000000005 -0.024429999999999997 -0.013199999999999998 -0.055684999999999991 -0.095609999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7
leaf_value=0.00023208244570591409 -0.00022128096942138775 0.00033881684263976377 -7.6819947260335639e-05 -0.0004710479717840786 0.00032022471595311404 -8.2125370822536784e-05
leaf_weight=0.0012015443552820413 0.0010064867768314221 0.0010257433728398197 0.0014948514098931183 0.0011049794632047494 0.0010069020535057867 0.0014142340688899368
leaf_count=445 755 396 1293 320 182 519
internal_value=0 2.72278e-05 -2.41357e-05 -8.54501e-05 8.2982e-05 -0.000252715
internal_weight=0 0.00724825 0.00622251 0.00502097 0.00250175 0.00251921
internal_count=3910 3155 2759 2314 1475 839
is_linear=0
shrinkage=0.00196078


Tree=9822
num_leaves=6
num_cat=0
split_feature=51 457 1 2 16
split_gain=1.83406e-05 2.14611e-05 2.8643e-05 3.98211e-05 2.42592e-05
threshold=-0.07742499999999998 0.082870000000000013 0.11561500000000001 0.086650000000000019 -0.074204999999999979
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.00019422254835436124 -0.00033230812776443376 0.00030191991029125345 0.00026673912307550486 -0.00011997757470904817 0.00022365937705141171
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leaf_count=667 1190 259 409 716 669
internal_value=0 4.0675e-05 -4.97453e-06 -7.37892e-05 5.22297e-05
internal_weight=0 0.00691875 0.00588961 0.00469942 0.00315935
internal_count=3910 3243 2984 2575 1385
is_linear=0
shrinkage=0.00196078


Tree=9823
num_leaves=8
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split_feature=11 3 1 3 15 2 12
split_gain=2.95724e-05 2.53573e-05 3.45299e-05 6.54386e-05 5.95587e-05 2.80081e-05 2.42035e-05
threshold=1.0000000180025095e-35 -0.100615 0.094485000000000013 0.090325000000000003 -0.0039399999999999991 0.11462500000000002 0.087020000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -6
right_child=-2 2 3 5 6 -7 -8
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leaf_count=268 304 1115 598 152 465 203 805
internal_value=0 3.75293e-05 -7.73233e-06 0.000134189 -0.000147495 -8.33796e-05 6.22789e-05
internal_weight=0 0.00778831 0.00669295 0.00332083 0.00337212 0.00204383 0.00204614
internal_count=3910 3606 3338 953 2385 355 1270
is_linear=0
shrinkage=0.00196078


Tree=9824
num_leaves=7
num_cat=0
split_feature=1 12 52 16 151 2
split_gain=7.34203e-06 2.02351e-05 2.33778e-05 3.90988e-05 3.17567e-05 9.1315e-05
threshold=0.12730000000000002 0.098845000000000016 0.091210000000000013 0.050115000000000007 -0.0088999999999999982 0.089910000000000004
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011416601902311885 0.0010398484659362604 0.0010986709526794418 0.0011294221518251702 0.0010246368206122533 0.0012648477081059835 0.0012232990561875418
leaf_count=450 345 520 655 536 1059 345
internal_value=0 -0.00121751 0.00114571 -0.00198604 0.00288353 0.0092194
internal_weight=0 0.00688254 0.00578387 0.00465444 0.00362981 0.00248815
internal_count=3910 3565 3045 2390 1854 1404
is_linear=0
shrinkage=0.1


Tree=9825
num_leaves=7
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split_feature=11 13 13 49 0 2
split_gain=2.26232e-05 2.92051e-05 3.24464e-05 3.15497e-05 3.5852e-05 7.90249e-06
threshold=1.0000000180025095e-35 -0.083514999999999992 0.083175000000000013 -0.010424999999999999 -0.10131499999999999 0.099990000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00010628570840135238 -0.00028550913676521057 -0.00037296294597642578 0.0002316954416481312 0.00020699277308823782 -0.00022680711102831126 0.00034581722513964607
leaf_weight=0.0010797280220662235 0.0010008545157941147 0.0013718483858946927 0.0012466509527389634 0.0014465472282290492 0.0014838402725285364 0.001039203566039517
leaf_count=825 304 318 315 236 1644 268
internal_value=0 2.7936e-05 -4.68429e-05 -0.000127554 -1.26675e-05 0.000223761
internal_weight=0 0.00766782 0.00554889 0.00430224 0.00293039 0.00211893
internal_count=3910 3606 2513 2198 1880 1093
is_linear=0
shrinkage=0.00196078


Tree=9826
num_leaves=6
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split_feature=51 484 52 1 1
split_gain=8.77634e-06 1.85051e-05 1.23301e-05 2.33391e-05 2.89639e-05
threshold=0.08955500000000001 0.042570000000000004 -0.089799999999999977 0.095825000000000007 0.076710000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
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leaf_value=-0.010348771570418237 -0.0082175450023959842 0.013757274399976128 -0.00094504088444902993 -0.0076826268529043328 0.01963344772743603
leaf_weight=0.0011091595646011811 0.0011248773799419076 0.0010169724033041883 0.0017938190414673813 0.0017655781429942946 0.0011054541068533953
leaf_count=614 487 507 1248 572 482
internal_value=0 0.00131891 -0.00087185 0.00138147 0.00690126
internal_weight=0 0.00679098 0.00577401 0.00466485 0.00289927
internal_count=3910 3423 2916 2302 1730
is_linear=0
shrinkage=0.1


Tree=9827
num_leaves=6
num_cat=0
split_feature=43 43 13 15 48
split_gain=8.17982e-06 2.18223e-05 1.78742e-05 2.971e-05 1.42753e-05
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decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0034531323574968722 0.0060082237510686249 0.014159069057546892 0.0081931909574220248 -0.019929920259059184 -0.0077296240174984047
leaf_weight=0.00161039030579523 0.001670392714164613 0.0012492708781605081 0.0010916478079817319 0.0011226439870525803 0.0011627839247490012
leaf_count=602 401 1222 353 1096 236
internal_value=0 0.00424093 -0.00245309 -0.00663829 -1.943e-05
internal_weight=0 0.00285966 0.00504747 0.00337708 0.00225443
internal_count=3910 1824 2086 1685 589
is_linear=0
shrinkage=0.1


Tree=9828
num_leaves=5
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split_feature=160 42 43 2
split_gain=8.41692e-06 2.18221e-05 1.79981e-05 2.26487e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013
decision_type=2 2 2 2
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leaf_weight=0.0017151228861258866 0.0011089044800559689 0.0014618334903658257 0.0017060879497751724 0.0019064538012791349
leaf_count=1218 882 604 722 484
internal_value=0 0.00168999 0.00446711 0.000678637
internal_weight=0 0.00618328 0.00507438 0.00361254
internal_count=3910 2692 1810 1206
is_linear=0
shrinkage=0.1


Tree=9829
num_leaves=7
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split_feature=50 4 151 4 1 3
split_gain=1.39906e-05 2.98481e-05 2.96493e-05 4.47179e-05 5.11954e-05 2.95468e-05
threshold=0.082310000000000008 0.28937500000000005 -0.024429999999999997 -0.013199999999999998 0.095575000000000007 -0.046444999999999993
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
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leaf_weight=0.0012267961876930404 0.001018641555633742 0.0010436300207876548 0.0015285195963300234 0.0010140000034908213 0.0015372662268062214 0.0010250320786367164
leaf_count=447 747 396 1308 647 193 172
internal_value=0 2.6128e-05 -2.45146e-05 -9.02919e-05 -0.000273893 9.31448e-05
internal_weight=0 0.00737524 0.00633161 0.00510482 0.00255127 0.00255355
internal_count=3910 3163 2767 2320 840 1480
is_linear=0
shrinkage=0.00196078


Tree=9830
num_leaves=7
num_cat=0
split_feature=50 51 16 48 16 1
split_gain=2.0659e-05 2.76898e-05 3.91797e-05 2.64464e-05 2.33522e-05 8.92955e-06
threshold=0.082310000000000008 -0.07742499999999998 -0.057604999999999996 0.086215000000000014 0.058875000000000004 0.085835000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
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leaf_value=-0.0002073337066847738 -0.00026753962350087941 -3.9101360317383857e-05 0.00050692869636866479 -0.00026054803979238931 0.00012305237228234223 0.00021483680046276412
leaf_weight=0.0015043332187115481 0.0010135948185459129 0.0010426431707335809 0.0010069515918298526 0.0013457297267375264 0.0015426534785062836 0.0010878940826403252
leaf_count=618 747 885 702 247 341 370
internal_value=0 3.06372e-05 9.00456e-05 -4.53579e-05 0.000274662 9.05644e-05
internal_weight=0 0.00753021 0.00602587 0.00347627 0.00254961 0.00213054
internal_count=3910 3163 2545 1502 1043 1255
is_linear=0
shrinkage=0.00196078


Tree=9831
num_leaves=6
num_cat=0
split_feature=0 51 47 48 15
split_gain=7.82903e-06 2.29902e-05 1.68286e-05 3.70962e-05 4.4553e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.09252500000000001 0.087235000000000021 -0.088379999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014022491343898253 0.0060184733351998461 0.02689742566461097 -0.010103617875822606 -0.010601264967917363 0.00082879316291766263
leaf_weight=0.0012129446227313323 0.0016831644456975275 0.0010431208656027646 0.001025943069366396 0.0011825077040693898 0.0017647507327087537
leaf_count=540 446 471 304 346 1803
internal_value=0 -0.001668 0.00131931 0.00425619 0.0105133
internal_weight=0 0.00622927 0.00501632 0.00399038 0.00280787
internal_count=3910 3464 2924 2620 2274
is_linear=0
shrinkage=0.1


Tree=9832
num_leaves=7
num_cat=0
split_feature=47 13 151 13 2 3
split_gain=8.71849e-06 1.54844e-05 1.94405e-05 2.54456e-05 3.4638e-05 8.44062e-06
threshold=0.10436500000000001 -0.13934999999999997 -0.024429999999999997 0.0024700000000000004 0.084235000000000018 0.086245000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.011546628555176026 0.0072811198846601784 0.012224646515714732 0.017025481626617024 -0.015916864061508201 0.0010929242096338412 -0.011741529782137357
leaf_weight=0.0012506417098502127 0.0013523315823367821 0.0011664413596447374 0.0010399793792251928 0.0010409453154086755 0.0010158637035496928 0.00103394545391451
leaf_count=299 290 522 723 601 1308 167
internal_value=0 -0.00153847 0.000824413 -0.0023948 0.00216077 -0.00538091
internal_weight=0 0.00654782 0.00529718 0.00413073 0.00308979 0.00204981
internal_count=3910 3620 3321 2799 2198 1475
is_linear=0
shrinkage=0.1


Tree=9833
num_leaves=6
num_cat=0
split_feature=13 16 1 48 3
split_gain=8.38795e-06 1.59366e-05 2.24077e-05 3.89383e-05 2.0506e-05
threshold=-0.23438999999999996 0.22945500000000005 1.0000000180025095e-35 0.086215000000000014 -0.015064999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0084438051046322841 -0.013819763016311576 0.0092993739812449148 0.016458873255813255 -0.013184200868432628 -0.00084107039634812833
leaf_weight=0.0010183517368513618 0.001530398222741201 0.0011792514287453718 0.0012877830862215974 0.001409547526100393 0.0014641620783408067
leaf_count=210 1754 527 819 289 311
internal_value=0 -0.00128118 -0.00347328 0.000331669 0.0072545
internal_weight=0 0.00687114 0.00569189 0.00416149 0.00275195
internal_count=3910 3700 3173 1419 1130
is_linear=0
shrinkage=0.1


Tree=9834
num_leaves=7
num_cat=0
split_feature=50 4 151 16 2 2
split_gain=1.72692e-05 3.25179e-05 3.006e-05 3.51213e-05 1.72529e-05 3.91096e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00024832748695445778 -0.00024470317265540536 0.00035151667786924561 -0.00033902299169538967 -0.00014936179136785586 0.0004096830292252117 -0.00011929449105824623
leaf_weight=0.0012621589092760071 0.0010027210977116251 0.0010369960400218384 0.0015240927330124306 0.0014519405613346321 0.0010057060749863414 0.0011539198570205227
leaf_count=452 747 396 407 788 669 451
internal_value=0 2.94221e-05 -2.27849e-05 -8.94145e-05 1.59211e-05 0.000127043
internal_weight=0 0.00743481 0.00639782 0.00513566 0.00361157 0.00215963
internal_count=3910 3163 2767 2315 1908 1120
is_linear=0
shrinkage=0.00196078


Tree=9835
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 12
split_gain=1.43613e-05 3.52348e-05 2.88757e-05 4.14054e-05 1.69743e-05 1.85288e-05
threshold=0.07992500000000001 0.28937500000000005 -0.024429999999999997 -0.092424999999999993 -0.098644999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00024466713862360761 -0.00022163946846400179 0.00036444974803093269 -0.00035362892597968197 -0.00017297956039217255 0.00028988434373458319 -5.4617327474122488e-05
leaf_weight=0.0012138726003695028 0.0010119435309915688 0.0010265832057643467 0.0015962674297120881 0.0011129345327448364 0.0012169210045162042 0.0011844679272162439
leaf_count=445 755 396 464 506 195 1149
internal_value=0 2.7507e-05 -2.71853e-05 -9.1756e-05 2.71913e-05 0.000119961
internal_weight=0 0.00735105 0.00632446 0.00511059 0.00351432 0.00240139
internal_count=3910 3155 2759 2314 1850 1344
is_linear=0
shrinkage=0.00196078


Tree=9836
num_leaves=7
num_cat=0
split_feature=50 133 16 52 15 2
split_gain=2.23131e-05 2.11965e-05 4.37527e-05 8.35305e-05 2.6663e-05 5.88395e-05
threshold=0.084340000000000012 0.087615000000000012 -0.013279999999999998 -0.07125999999999999 -0.106555 0.090815000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00014796550995601688 -0.00028341359143485101 -0.00023515725230556671 -2.3476825962489108e-05 0.00066887909028250537 9.7080861366035111e-05 -0.00052691133539414109
leaf_weight=0.0013567502703975692 0.0010013725426370546 0.0010154361054601855 0.0016657848128947472 0.0011206753740467083 0.0012295534454474302 0.0011014549955897322
leaf_count=350 731 739 623 416 699 352
internal_value=0 2.82324e-05 6.95432e-05 0.000254979 -7.05715e-05 -0.00019777
internal_weight=0 0.00748966 0.00647422 0.00278646 0.00368776 0.00233101
internal_count=3910 3179 2440 1039 1401 1051
is_linear=0
shrinkage=0.00196078


Tree=9837
num_leaves=6
num_cat=0
split_feature=48 2 2 16 12
split_gain=9.33671e-06 2.61906e-05 3.6107e-05 3.1338e-05 3.91042e-05
threshold=0.093225000000000016 0.11260500000000001 0.097575000000000009 -0.083564999999999987 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010740439857248584 0.0068368057414636783 0.011843836543859067 -0.020010383480409618 0.0050053589458202196 -0.020565961526307342
leaf_weight=0.0015768227927259919 0.0015819444555820539 0.0011575500185526163 0.0011984151174831382 0.0012311616936184744 0.0011628740103064908
leaf_count=877 440 491 450 262 1390
internal_value=0 -0.00175259 -0.00479723 -0.000205861 -0.0074156
internal_weight=0 0.00632682 0.00516927 0.00397086 0.00239404
internal_count=3910 3470 2979 2529 1652
is_linear=0
shrinkage=0.1


Tree=9838
num_leaves=8
num_cat=0
split_feature=11 3 13 39 0 15 49
split_gain=2.64214e-05 2.53883e-05 2.46599e-05 4.90783e-05 5.62201e-05 3.21297e-05 1.3382e-05
threshold=1.0000000180025095e-35 -0.100615 -0.23438999999999996 0.005105000000000001 -0.082994999999999985 -0.0089749999999999986 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00030783282609551666 -0.00030193422325516984 0.00026126447306805504 -0.00033394526695667236 0.00032711972944866153 -0.00053257594477638601 0.00023162804936468207 -2.6760276835911746e-05
leaf_weight=0.0011181777399348726 0.0010147227932932072 0.001066634373720057 0.0010036360236089525 0.0010068265999371604 0.0011200748153268464 0.0012023397955048653 0.0011937423294415312
leaf_count=268 304 200 304 393 1284 594 563
internal_value=0 3.46375e-05 -1.16949e-05 -6.43758e-05 -0.000151585 -2.60636e-05 -0.000167065
internal_weight=0 0.00771143 0.00659325 0.00552662 0.00451979 0.00339972 0.00219738
internal_count=3910 3606 3338 3138 2745 1461 867
is_linear=0
shrinkage=0.00196078


Tree=9839
num_leaves=8
num_cat=0
split_feature=11 48 0 2 52 4 43
split_gain=3.51347e-05 3.13127e-05 0.000117367 6.05259e-05 2.75737e-05 5.34853e-05 3.16707e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.086950000000000013 -0.076854999999999993 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00028111805049615577 -0.00035165951844201527 -0.00021089038744662376 0.0006468266895364108 0.00037652986247344077 -0.00042496214971940514 -7.6916306083729031e-06 -0.00048724872427845901
leaf_weight=0.0011475610543905069 0.0010047225423553607 0.0012171405236146102 0.0012364652121244473 0.0010484249857693169 0.0010508556889775832 0.0010722214494837225 0.0010459631390210263
leaf_count=654 304 114 591 421 791 573 462
internal_value=0 3.78575e-05 0.000221346 -4.60579e-05 -0.000148697 -5.97999e-05 -0.000244498
internal_weight=0 0.00781863 0.00245361 0.00536503 0.0043166 0.00326575 0.00211818
internal_count=3910 3606 705 2901 2480 1689 1035
is_linear=0
shrinkage=0.00196078


Tree=9840
num_leaves=6
num_cat=0
split_feature=0 51 2 49 51
split_gain=9.61525e-06 1.95831e-05 1.80581e-05 2.75342e-05 3.88292e-05
threshold=-0.017269999999999997 -0.07742499999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013231508013435381 0.0066703628183368072 -0.0098043461032690862 0.018539168187819182 -0.0098107616596538431 -0.0057084401185450891
leaf_weight=0.0012169417083593712 0.0016815049299773429 0.0011988220630783425 0.0017465909943653584 0.0010201959406982057 0.0010619729400413395
leaf_count=540 446 721 1367 510 326
internal_value=0 -0.00184904 0.000906115 0.00425967 0.00937067
internal_weight=0 0.00624452 0.00502758 0.00382876 0.00280856
internal_count=3910 3464 2924 2203 1693
is_linear=0
shrinkage=0.1


Tree=9841
num_leaves=6
num_cat=0
split_feature=52 16 4 2 1
split_gain=1.00303e-05 1.88537e-05 4.84353e-05 3.79477e-05 1.5276e-05
threshold=-0.048794999999999991 -0.110495 -0.077679999999999985 0.10705000000000002 0.10386500000000001
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0015256828916262659 0.015199935522575174 0.0031437754938859561 -0.02363055864838182 -0.0097351771763035388 0.013718946829308673
leaf_weight=0.0015547803436306729 0.0013322114490420622 0.0015860823861709424 0.001177078711974121 0.0011263355370577574 0.0011387462096623486
leaf_count=817 480 900 1046 294 373
internal_value=0 -0.00259384 -0.00826182 0.0037764 0.00491931
internal_weight=0 0.00522171 0.00276316 0.00245855 0.00269353
internal_count=3910 2720 1946 774 1190
is_linear=0
shrinkage=0.1


Tree=9842
num_leaves=6
num_cat=0
split_feature=15 42 15 16 2
split_gain=8.39572e-06 2.35409e-05 3.10352e-05 4.76399e-05 2.18363e-05
threshold=0.079360000000000014 0.083815000000000014 -0.038029999999999987 -0.072359999999999994 0.097135000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0086618265069933285 -0.0069814173204763063 -0.0089035224597449752 0.024382310210558186 -0.01855403636718567 0.0042814307471334256
leaf_weight=0.0016115343420247366 0.0014256634627245511 0.0016293932030705264 0.0010357308017093444 0.0010703562797797382 0.0011301549387107452
leaf_count=479 1436 1081 269 428 217
internal_value=0 0.00149514 0.00499024 -0.00220016 0.0138937
internal_weight=0 0.00647717 0.00484778 0.00268189 0.00216589
internal_count=3910 2474 1393 907 486
is_linear=0
shrinkage=0.1


Tree=9843
num_leaves=7
num_cat=0
split_feature=50 4 40 16 52 1
split_gain=1.97467e-05 3.6584e-05 3.43094e-05 4.0045e-05 5.15549e-05 4.77943e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 -0.092424999999999993 1.0000000180025095e-35 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00035160830541447973 -0.00026075703947538419 0.00037157597154624012 -0.00019864156545028097 -0.00023531764365928741 0.00050651412341331202 0.00030741933406775931
leaf_weight=0.0010255060675630817 0.0010000577109940236 0.0010525680631205663 0.0018187567024726165 0.0014251681596120563 0.0011256664477828008 0.0011094297571743071
leaf_count=274 731 396 460 900 851 298
internal_value=0 3.24345e-05 -2.24456e-05 3.91636e-05 0.000157327 2.24609e-06
internal_weight=0 0.0075571 0.00650453 0.00547902 0.00366026 0.0025346
internal_count=3910 3179 2783 2509 2049 1198
is_linear=0
shrinkage=0.00196078


Tree=9844
num_leaves=5
num_cat=0
split_feature=52 16 0 15
split_gain=8.59115e-06 1.68338e-05 2.43364e-05 1.40915e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.11756999999999999 -0.053579999999999996
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=0.011636458824172117 -0.0073810270238457891 -0.01034631851246348 0.0094707200948985666 -0.0028379626924007733
leaf_weight=0.0013750236996551326 0.0015964206635832544 0.0017639488984265562 0.0018501410692331516 0.0013166371980064759
leaf_count=631 339 817 1564 559
internal_value=0 -0.00240119 0.00166512 0.00455623
internal_weight=0 0.00521051 0.00344656 0.00269166
internal_count=3910 2720 1903 1190
is_linear=0
shrinkage=0.1


Tree=9845
num_leaves=7
num_cat=0
split_feature=1 12 0 457 2 12
split_gain=1.4145e-05 2.24381e-05 2.66925e-05 2.85164e-05 3.49731e-05 2.0997e-05
threshold=0.12730000000000002 0.098845000000000016 -0.06402999999999999 0.041935000000000007 0.093815000000000009 0.078515000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00011683833722675388 0.00020345162399685825 -0.00028733714175605522 0.00023493458066166205 0.0002229250647887029 8.1406486692353898e-05 -0.00051552284638945736
leaf_weight=0.0010200288596849557 0.0010889716049250556 0.0011505550804292771 0.0015335873709024618 0.0010275256261432046 0.0014739292188274558 0.0010115167287598503
leaf_count=169 345 520 416 279 535 1646
internal_value=0 -3.62878e-05 1.13248e-05 -6.4326e-05 -0.000148525 -0.000315345
internal_weight=0 0.00721714 0.00606659 0.004533 0.00350547 0.00203155
internal_count=3910 3565 3045 2629 2350 1815
is_linear=0
shrinkage=0.00196078


Tree=9846
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 4
split_gain=1.19563e-05 2.12936e-05 2.37373e-05 3.77326e-05 4.91851e-05 6.70886e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00030874684697072472 0.00017849109827561553 0.00022703705794249472 0.00019258564808312105 -0.00046403141719990809 -0.00040367437033919732 0.00021682979331929243
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leaf_count=219 239 424 220 164 2390 254
internal_value=0 -3.31455e-05 -7.73683e-05 -0.000132958 -4.60694e-05 -0.000179486
internal_weight=0 0.00711515 0.00608148 0.00504302 0.00399465 0.00290305
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.00196078


Tree=9847
num_leaves=7
num_cat=0
split_feature=50 4 151 16 2 13
split_gain=1.67495e-05 2.90644e-05 2.70378e-05 4.98954e-05 1.70682e-05 1.53423e-05
threshold=0.07992500000000001 0.28937500000000005 -0.024429999999999997 -0.092424999999999993 0.086650000000000019 -0.0101
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00024447833896803811 -0.00023919720090515641 0.00033622482390743548 -0.00037094453928887951 -0.00011756804413474417 0.00033368339806966066 -2.90779671836079e-06
leaf_weight=0.001209485450621048 0.0010021682989040893 0.001031054138268081 0.0015797454863870882 0.0014107612143259333 0.0010191706311307022 0.0010644027966800998
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internal_value=0 3.11002e-05 -1.8967e-05 -8.17632e-05 4.89721e-05 0.000161734
internal_weight=0 0.00731462 0.00628357 0.00507408 0.00349433 0.00208357
internal_count=3910 3155 2759 2314 1850 1098
is_linear=0
shrinkage=0.00196078


Tree=9848
num_leaves=6
num_cat=0
split_feature=48 2 2 15 2
split_gain=8.37518e-06 2.562e-05 3.03178e-05 2.68213e-05 1.69261e-05
threshold=0.093225000000000016 0.11260500000000001 0.097575000000000009 -0.089594999999999994 0.084235000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
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leaf_weight=0.0012311766869579849 0.0015870425790380149 0.0011573951196956339 0.0012011498871671751 0.0016228530508113359 0.0011188074015353884
leaf_count=482 440 491 450 902 1145
internal_value=0 -0.00166293 -0.00467155 -0.000462503 -0.00596859
internal_weight=0 0.00633138 0.00517399 0.00397284 0.00274166
internal_count=3910 3470 2979 2529 2047
is_linear=0
shrinkage=0.1


Tree=9849
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 12
split_gain=1.63471e-05 2.42508e-05 3.34602e-05 4.89532e-05 2.56044e-05 3.51687e-05
threshold=0.08568000000000002 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.092854999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00026847227218187536 -0.00023890428043357194 0.000305962636461914 -0.00037766973154977331 -0.00019486011090691653 0.00037997931617302034 -8.8305515960058413e-05
leaf_weight=0.0012698462059544851 0.0010066371869519716 0.0010347069461640523 0.001558246629894719 0.0012261527613217117 0.0012653936762602443 0.0012025622708056085
leaf_count=454 727 396 416 537 189 1191
internal_value=0 2.70878e-05 -1.7154e-05 -8.6209e-05 3.67348e-05 0.000151798
internal_weight=0 0.00755691 0.0065222 0.00525236 0.00369411 0.00246796
internal_count=3910 3183 2787 2333 1917 1380
is_linear=0
shrinkage=0.00196078


Tree=9850
num_leaves=7
num_cat=0
split_feature=50 4 12 150 52 4
split_gain=1.20782e-05 3.01401e-05 2.8921e-05 4.57762e-05 4.61115e-05 5.30785e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 0.086420000000000011 0.084240000000000023 -0.032604999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00031614572071797542 -0.0002055413200877373 0.00033438067280832333 -9.1247857440766842e-05 -0.00034096392319449341 -0.00018164648070282831 0.00045703360744202189
leaf_weight=0.0011002464931263852 0.0010071223574233132 0.0010309646599696203 0.001062484113352931 0.0010149267732515082 0.0013232527234975956 0.0018800611180484388
leaf_count=301 747 396 616 256 909 685
internal_value=0 2.33111e-05 -2.6948e-05 3.33068e-05 0.000122354 0.000259062
internal_weight=0 0.00741194 0.00638097 0.00528072 0.0042658 0.00294255
internal_count=3910 3163 2767 2466 2210 1301
is_linear=0
shrinkage=0.00196078


Tree=9851
num_leaves=6
num_cat=0
split_feature=0 42 15 2 1
split_gain=9.19353e-06 1.47691e-05 3.21915e-05 3.38357e-05 6.01864e-05
threshold=1.0000000180025095e-35 0.088115000000000013 0.024640000000000006 0.11230000000000001 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0064285675266138919 0.0070681317108356352 0.0072676292959337743 -0.019250830350797884 -0.013536316220011177 0.024073759611140097
leaf_weight=0.0015342016204846452 0.0014808016123666352 0.0014370662517578089 0.001110817091461277 0.0012475864814248099 0.0011185091439145194
leaf_count=896 394 1157 890 314 259
internal_value=0 -0.00166928 -0.00423217 4.51956e-05 0.00643267
internal_weight=0 0.00644818 0.00501111 0.0039003 0.00265271
internal_count=3910 3516 2359 1469 1155
is_linear=0
shrinkage=0.1


Tree=9852
num_leaves=6
num_cat=0
split_feature=3 47 13 43 52
split_gain=8.62111e-06 1.56765e-05 2.87378e-05 1.584e-05 3.81164e-05
threshold=0.13772500000000001 0.09252500000000001 -0.032264999999999995 -0.08799499999999999 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.009652565684422295 0.0080030279144873654 -0.010965337727811409 0.01632147441340712 -0.01086659217205696 0.013251311278550471
leaf_weight=0.001718535629516852 0.0011422008516607214 0.0013648849139461447 0.0010603012999373688 0.0012435590549268025 0.0013852340160281399
leaf_count=1738 239 374 457 445 657
internal_value=0 -0.00138886 0.00102824 0.0060038 0.00184226
internal_weight=0 0.00677251 0.00540763 0.00368909 0.00262879
internal_count=3910 3671 3297 1559 1102
is_linear=0
shrinkage=0.1


Tree=9853
num_leaves=7
num_cat=0
split_feature=50 4 12 51 3 2
split_gain=1.30704e-05 2.59484e-05 2.70892e-05 3.0901e-05 3.98573e-05 3.01761e-05
threshold=0.07992500000000001 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.096385000000000012 0.092340000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00030704158680731078 -0.00021512925475192186 0.00031418492777035345 -0.00025691578363002364 0.00014083689046262449 0.0004334944783883331 -0.00027332914050862047
leaf_weight=0.0010744124408665423 0.0010042668274666032 0.0010157008033961808 0.0010971513595801306 0.001935253361989321 0.0010960164285621155 0.001039730986015789
leaf_count=297 755 396 590 1232 105 535
internal_value=0 2.35368e-05 -2.37533e-05 3.51398e-05 0.00011385 -3.91051e-06
internal_weight=0 0.00725827 0.00624256 0.00516815 0.004071 0.00297498
internal_count=3910 3155 2759 2462 1872 1767
is_linear=0
shrinkage=0.00196078


Tree=9854
num_leaves=5
num_cat=0
split_feature=52 16 0 2
split_gain=8.48842e-06 1.43456e-05 2.1007e-05 1.29005e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.11756999999999999 0.096970000000000015
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.0012116368838022429 -0.0070384904797302561 -0.0097101595344056511 0.0086068654210464651 0.012880913895315836
leaf_weight=0.0015948357960291896 0.0015975873753770649 0.0017683665432967799 0.0018543386090739214 0.001095950879163932
leaf_count=674 339 817 1564 516
internal_value=0 -0.00238601 0.00136603 0.00452822
internal_weight=0 0.00522029 0.00345193 0.00269079
internal_count=3910 2720 1903 1190
is_linear=0
shrinkage=0.1


Tree=9855
num_leaves=7
num_cat=0
split_feature=50 42 16 16 47 4
split_gain=1.94778e-05 2.67388e-05 3.73521e-05 4.73519e-05 2.68297e-05 3.85639e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.0090499999999999973 0.16388500000000003 0.077735000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00023821897166975125 -0.0002574614115077838 -0.00021908418167945301 0.00052108495042724873 1.1709870573572745e-05 -0.00030333162553437376 0.00028421616826988078
leaf_weight=0.0011721779533604452 0.0010014363971348941 0.0010334457845682476 0.0013298122336997465 0.0014853927929250569 0.0011079597367538718 0.0013497826820780532
leaf_count=867 731 675 515 466 185 471
internal_value=0 3.37288e-05 8.42761e-05 0.000252322 -5.12321e-05 6.59687e-05
internal_weight=0 0.00747857 0.00630639 0.00281521 0.00349119 0.00238323
internal_count=3910 3179 2312 981 1331 1146
is_linear=0
shrinkage=0.00196078


Tree=9856
num_leaves=6
num_cat=0
split_feature=3 160 52 12 1
split_gain=7.47761e-06 1.37202e-05 2.62966e-05 2.74727e-05 3.25233e-05
threshold=0.13772500000000001 -0.081669999999999979 -0.07125999999999999 0.092365000000000017 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0094536849390897959 0.007461328040574468 -0.012999626872080056 -0.0014895125508165457 -0.012419225686528083 0.020667489734454099
leaf_weight=0.0010109680712421859 0.0011402069224933651 0.0018503693239001161 0.0018323441686538353 0.0010445162075829592 0.0010376326982170858
leaf_count=755 239 915 1063 648 290
internal_value=0 -0.00129178 -0.00317618 0.00146734 0.00652129
internal_weight=0 0.00677583 0.00576486 0.00391449 0.00286998
internal_count=3910 3671 2916 2001 1353
is_linear=0
shrinkage=0.1


Tree=9857
num_leaves=6
num_cat=0
split_feature=52 15 3 13 1
split_gain=9.30665e-06 1.32296e-05 4.5196e-05 2.58049e-05 1.23078e-05
threshold=-0.048794999999999991 -0.11739999999999999 -0.083884999999999987 -0.016579999999999998 0.10386500000000001
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0010282696415802478 -0.011566657636792443 0.015011564440391242 -0.018365650360555215 0.0015821959621539574 0.012676990298684621
leaf_weight=0.0015529034738916911 0.0012278350349805463 0.0013713722510497852 0.0011791800447409852 0.0014409783732272044 0.0011335561314193866
leaf_count=817 467 869 1026 358 373
internal_value=0 -0.00248919 0.000303128 -0.00739516 0.00475469
internal_weight=0 0.00521937 0.00399153 0.00262016 0.00268646
internal_count=3910 2720 2253 1384 1190
is_linear=0
shrinkage=0.1


Tree=9858
num_leaves=7
num_cat=0
split_feature=50 4 151 4 3 4
split_gain=1.99099e-05 4.15834e-05 3.70151e-05 4.69514e-05 2.86357e-05 2.35538e-05
threshold=0.08568000000000002 0.28937500000000005 -0.016164999999999995 -0.0025899999999999994 -0.032959999999999996 0.070230000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.00026750691151527503 -0.00026383199362752088 0.00038593913152892633 -9.0385611000222933e-05 -0.00051578540152385556 0.00031767592676412352 -0.00013330032215836294
leaf_weight=0.0012897069458812187 0.0010171307919996002 0.001073656884498158 0.0016347999834045931 0.0010745763631891021 0.0011101698090073353 0.0014600501357081442
leaf_count=454 727 396 1432 431 189 281
internal_value=0 2.81838e-05 -3.02861e-05 -0.000103031 7.46499e-05 -0.000295458
internal_weight=0 0.00764296 0.0065693 0.0052796 0.00274497 0.00253463
internal_count=3910 3183 2787 2333 1621 712
is_linear=0
shrinkage=0.00196078


Tree=9859
num_leaves=7
num_cat=0
split_feature=13 47 42 160 4 1
split_gain=2.01885e-05 2.51058e-05 2.97264e-05 4.64684e-05 5.55288e-05 2.88334e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.15045000000000003 0.089455000000000021
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.00024547333275603606 -0.00029707916358377148 -0.00031840394349634012 -0.00023622758609471227 0.00020749191086333053 0.00056022735635666884 -0.00019798612768101689
leaf_weight=0.0010875199905896133 0.001034519193165784 0.0010698386160597519 0.0014186700447426587 0.0015606994764344323 0.0010621751575558497 0.0011870992121296945
leaf_count=210 1013 219 921 787 265 495
internal_value=0 -4.08074e-05 6.61005e-06 6.66968e-05 0.000179493 3.2318e-05
internal_weight=0 0.007333 0.00626316 0.00522864 0.00380997 0.0027478
internal_count=3910 3700 3481 2468 1547 1282
is_linear=0
shrinkage=0.00196078


Tree=9860
num_leaves=6
num_cat=0
split_feature=13 47 42 15 4
split_gain=8.74213e-06 1.59511e-05 1.85447e-05 3.69537e-05 3.5742e-05
threshold=-0.23438999999999996 0.10887000000000001 0.084685000000000024 0.024640000000000006 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0085912518515481161 -0.008424840480750909 -0.012974902269263925 0.0095605990427133133 -0.018735031389862142 0.012975271799188628
leaf_weight=0.0010234911355539679 0.0015071081511238617 0.0010023635938189177 0.0016782545744371468 0.0010887826462987922 0.0016186845493222661
leaf_count=210 772 219 1531 762 416
internal_value=0 -0.00131296 0.000670725 -0.00286925 0.00265716
internal_weight=0 0.00689519 0.00589283 0.00421458 0.00312579
internal_count=3910 3700 3481 1950 1188
is_linear=0
shrinkage=0.1


Tree=9861
num_leaves=6
num_cat=0
split_feature=52 13 3 49 52
split_gain=8.09566e-06 2.31491e-05 2.41833e-05 3.14831e-05 3.07466e-05
threshold=0.11401500000000002 -0.090744999999999978 -0.016619999999999996 -0.010424999999999999 -0.053514999999999993
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.010622210993531086 -0.0082596006508505581 0.017742032351400493 -0.02299467982806791 -3.2407709547137479e-05 -0.0047638232106615771
leaf_weight=0.0018941844978654391 0.0010383562809192269 0.0010368697733986821 0.0010069041047539543 0.0014670976319427779 0.0014642578929656754
leaf_count=520 647 753 199 349 1442
internal_value=0 0.00121412 -0.00236783 -0.00937792 0.00456622
internal_weight=0 0.00686931 0.00497513 0.002474 0.00250113
internal_count=3910 3263 2743 548 2195
is_linear=0
shrinkage=0.1


Tree=9862
num_leaves=6
num_cat=0
split_feature=48 51 2 3 15
split_gain=2.02677e-05 3.5507e-05 6.10358e-05 3.14773e-05 2.10283e-05
threshold=0.093225000000000016 0.083165000000000017 0.11260500000000001 -0.08348499999999999 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0001319147365802676 0.00018609035294540077 -0.00039107092104290067 0.00044355137363503663 -0.00037472837860750896 -5.3637652789748135e-05
leaf_weight=0.0017002754376262662 0.001758008648536904 0.0010016079331122228 0.0010233179708641436 0.0014316328542096917 0.0017338955844210025
leaf_count=1125 440 419 424 705 797
internal_value=0 -4.97755e-05 8.27117e-06 -8.32718e-05 -0.000198853
internal_weight=0 0.00689073 0.00588912 0.0048658 0.00316553
internal_count=3910 3470 3051 2627 1502
is_linear=0
shrinkage=0.00196078


Tree=9863
num_leaves=6
num_cat=0
split_feature=42 0 49 0 15
split_gain=2.08785e-05 2.34209e-05 2.25524e-05 3.55242e-05 2.83807e-05
threshold=0.091955000000000023 0.039665000000000006 -0.0057999999999999987 -0.083424999999999985 -0.11739999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00019069005228484698 -0.00024035249969661974 0.00027846133316571672 -5.5728692112244211e-05 -0.00018360493691422811 0.00035104364738809782
leaf_weight=0.0019543307516325537 0.0012569064594617138 0.0012434606101699051 0.0010744881002645865 0.0014618897722503883 0.0017072258600136128
leaf_count=634 843 272 287 939 935
internal_value=0 3.28709e-05 -1.64007e-05 6.38657e-05 0.00019392
internal_weight=0 0.0074414 0.00619793 0.0042436 0.00278171
internal_count=3910 3067 2795 2161 1222
is_linear=0
shrinkage=0.00196078


Tree=9864
num_leaves=7
num_cat=0
split_feature=50 4 151 4 16 3
split_gain=1.26019e-05 2.71233e-05 2.63955e-05 4.43614e-05 2.98274e-05 2.71346e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 -0.013199999999999998 -0.095609999999999987 -0.055684999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00023414925839017418 -0.00020794230109040651 0.00032169751790688146 -6.6920717987277017e-05 -0.0005061474397836292 -7.7612659634520822e-05 0.00034835512613623173
leaf_weight=0.0012397946292540714 0.0010071391617955984 0.0010254590350026781 0.0015158619632190022 0.0011272479656411856 0.0014000227067931612 0.0010066691706207996
leaf_count=450 755 396 1293 319 518 179
internal_value=0 2.60022e-05 -2.22082e-05 -8.51474e-05 -0.000268754 9.88039e-05
internal_weight=0 0.00731506 0.0062896 0.0050498 0.00252727 0.00252253
internal_count=3910 3155 2759 2309 837 1472
is_linear=0
shrinkage=0.00196078


Tree=9865
num_leaves=6
num_cat=0
split_feature=49 15 16 15 2
split_gain=8.22383e-06 1.61496e-05 3.19798e-05 2.90609e-05 4.56511e-05
threshold=-0.047894999999999993 -0.064869999999999983 -0.09601999999999998 0.079360000000000014 0.090905000000000014
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
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leaf_value=0.0060509147938769998 0.0024592350703608211 0.023048438679374554 -0.020051367373390593 -0.011747476352870032 -0.0035215934224667777
leaf_weight=0.0017343558140267539 0.0013766100035194973 0.0011487196918645499 0.0011653642691716733 0.0010268517781854862 0.0014794943896454895
leaf_count=505 545 399 714 1352 395
internal_value=0 -0.00173932 -0.00786072 0.0025179 0.00809143
internal_weight=0 0.00619704 0.00254197 0.00365507 0.00262821
internal_count=3910 3405 1259 2146 794
is_linear=0
shrinkage=0.1


Tree=9866
num_leaves=7
num_cat=0
split_feature=3 43 4 47 49 15
split_gain=1.68631e-05 1.88386e-05 3.45882e-05 4.9313e-05 6.72375e-05 3.69293e-05
threshold=0.13772500000000001 0.0033500000000000005 -0.08422499999999998 0.09252500000000001 -0.053904999999999988 -0.07142999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0011955989049800475 0.0012285339362233657 0.0010048177980655632 0.0012093153588083024 0.0012107747065033432 0.0013837610898345591 0.0012876203559258361
leaf_count=690 239 650 328 294 674 1035
internal_value=0 -3.99371e-05 -9.39552e-08 7.03819e-05 0.000178169 0.000351822
internal_weight=0 0.00729189 0.00628707 0.00509147 0.0038807 0.00267138
internal_count=3910 3671 3021 2331 2037 1709
is_linear=0
shrinkage=0.00196078


Tree=9867
num_leaves=7
num_cat=0
split_feature=50 133 52 4 3 4
split_gain=1.65614e-05 1.87992e-05 4.14229e-05 5.23471e-05 6.50714e-05 2.99869e-05
threshold=0.07992500000000001 0.087330000000000019 0.071660000000000015 -0.034289999999999994 -0.074234999999999982 0.053925000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
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leaf_count=508 755 758 790 518 255 326
internal_value=0 2.75403e-05 6.69692e-05 -2.18265e-05 8.35616e-05 -8.33013e-05
internal_weight=0 0.00739013 0.00637653 0.00484651 0.0038238 0.0026823
internal_count=3910 3155 2397 1607 1099 581
is_linear=0
shrinkage=0.00196078


Tree=9868
num_leaves=8
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split_feature=50 4 12 4 15 16 48
split_gain=3.60383e-05 3.97535e-05 3.39719e-05 3.87991e-05 4.72447e-05 6.65791e-05 2.87162e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 -0.23071499999999998 -0.017214999999999998 -0.008069999999999999 0.084260000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00034854402902256669 -0.00035359890736090765 0.00038456732319750288 -0.0002772508331324563 -0.00032190127233446778 -4.5285839402213339e-06 0.00066311847855332249 0.00011761661024575121
leaf_weight=0.0010095341234229206 0.0010119778961543381 0.0011036984545567058 0.0011728360063989396 0.0010183524902645752 0.0011764295038510482 0.0011218780710045822 0.0013025383683230199
leaf_count=280 715 396 222 570 996 375 356
internal_value=0 3.93929e-05 -1.6619e-05 4.12346e-05 0.000122099 0.000321371 -7.52335e-05
internal_weight=0 0.00790527 0.00680157 0.00579203 0.0046192 0.00229831 0.00232089
internal_count=3910 3195 2799 2519 2297 1371 926
is_linear=0
shrinkage=0.00196078


Tree=9869
num_leaves=7
num_cat=0
split_feature=49 51 2 4 12 12
split_gain=1.97757e-05 2.84839e-05 4.73009e-05 3.05077e-05 9.92873e-05 7.39216e-05
threshold=0.10447000000000002 0.085845000000000019 0.11290500000000002 -1.0000000180025095e-35 0.080120000000000011 0.085185000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00049030710413687636 0.00025711618274267906 -0.00032453541213222926 0.00038808848214284678 -0.00056224311746628001 -0.00021434476498020371 0.00014284268843796921
leaf_weight=0.0012678858527609769 0.0010024438919272443 0.0011213934344159581 0.0010831850494109167 0.0012233187593922508 0.001952966128233905 0.0010731856410962756
leaf_count=269 378 481 384 318 1690 390
internal_value=0 -3.56155e-05 1.34703e-05 -6.0076e-05 6.30409e-05 -0.000232748
internal_weight=0 0.00772193 0.00660054 0.00551736 0.00322085 0.0022965
internal_count=3910 3532 3051 2667 1959 708
is_linear=0
shrinkage=0.00196078


Tree=9870
num_leaves=6
num_cat=0
split_feature=42 0 49 15 4
split_gain=7.77444e-06 1.76033e-05 2.60562e-05 3.08218e-05 5.29291e-05
threshold=0.091955000000000023 0.039665000000000006 -0.0057999999999999987 -0.017214999999999998 0.25367000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011044431798432659 -0.0076893953053130881 0.012584418837642898 -0.020642651822623176 0.013297923050267273 0.010849632746699971
leaf_weight=0.0017856024587096023 0.0011394504870621928 0.0011384489882718821 0.0010442878790675454 0.0017695257238087344 0.0010915013389662088
leaf_count=634 843 272 753 1149 259
internal_value=0 0.00123325 -0.00103752 0.00353788 -0.00454843
internal_weight=0 0.00682937 0.00569092 0.00390531 0.00213579
internal_count=3910 3067 2795 2161 1012
is_linear=0
shrinkage=0.1


Tree=9871
num_leaves=7
num_cat=0
split_feature=50 42 43 47 4 1
split_gain=1.19794e-05 2.56007e-05 2.64982e-05 3.705e-05 7.20551e-05 3.59193e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 -0.06272999999999998 0.099115000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00023907251966599224 -0.00020272274409710578 0.0002732508130865092 -0.00030067026532930281 -0.00033046039626399279 7.7868294140143456e-05 0.00057172734805029535
leaf_weight=0.0011952367359169382 0.0010140106585030213 0.0018246431767163082 0.0011936626789809581 0.0010450225340496925 0.0013002312676530855 0.0010029891327662905
leaf_count=869 727 895 636 161 315 307
internal_value=0 2.4238e-05 7.36711e-05 -6.50703e-06 9.03045e-05 0.00029293
internal_weight=0 0.00756179 0.00636655 0.00454191 0.00349688 0.00230322
internal_count=3910 3183 2314 1419 1258 622
is_linear=0
shrinkage=0.00196078


Tree=9872
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 12
split_gain=1.58921e-05 2.58998e-05 3.15279e-05 4.2861e-05 2.04161e-05 2.90769e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.092854999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00026022504752408921 -0.00023496385377563047 0.00031481502904688125 -0.00036684205013677091 -0.00018186256154678328 0.00034267845645085022 -9.0259149625070666e-05
leaf_weight=0.0012407176260146729 0.0010118211563990859 0.0010339744592423612 0.0014984898348254735 0.0011879539580576443 0.0012296908519351794 0.0011581554546430711
leaf_count=450 755 396 403 532 187 1187
internal_value=0 2.71436e-05 -1.99577e-05 -8.84654e-05 2.81923e-05 0.000132695
internal_weight=0 0.00734898 0.00631501 0.00507429 0.0035758 0.00238785
internal_count=3910 3155 2759 2309 1906 1374
is_linear=0
shrinkage=0.00196078


Tree=9873
num_leaves=6
num_cat=0
split_feature=49 15 4 1 12
split_gain=9.0863e-06 1.20758e-05 3.01477e-05 5.91209e-05 4.69523e-05
threshold=-0.045004999999999996 0.079360000000000014 -1.0000000180025095e-35 0.11198000000000001 0.085845000000000019
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0061316053853496984 0.020934497968180782 -0.011741686829069337 -0.024356129321728689 0.0055790517510663322 -0.0071356799466895581
leaf_weight=0.0018346606101681548 0.0013184388179401359 0.0010343325962305994 0.0011476127664884908 0.0015519273416114737 0.0010873267448195582
leaf_count=529 477 1352 591 416 545
internal_value=0 -0.00188869 0.000107519 -0.00714682 0.0082477
internal_weight=0 0.00613964 0.00510531 0.00269954 0.00240577
internal_count=3910 3381 2029 1007 1022
is_linear=0
shrinkage=0.1


Tree=9874
num_leaves=6
num_cat=0
split_feature=160 42 2 0 16
split_gain=8.49987e-06 2.39074e-05 1.96583e-05 2.92133e-05 5.7716e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086875000000000022 -0.15517999999999996 0.032820000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.006284886912838978 -0.011611938748552243 -0.0047828942704872196 -0.0025039396355133734 0.032937243962389173 0.0001623579747817407
leaf_weight=0.0017108017878159822 0.0011136250501859474 0.0015675906283296121 0.0014156569925052585 0.001039267584461469 0.0011124043402511755
leaf_count=1218 882 746 185 527 352
internal_value=0 0.00167039 0.00455097 0.00865255 0.0159928
internal_weight=0 0.00624854 0.00513492 0.00356733 0.00215167
internal_count=3910 2692 1810 1064 879
is_linear=0
shrinkage=0.1


Tree=9875
num_leaves=6
num_cat=0
split_feature=42 49 0 52 15
split_gain=7.5029e-06 1.60607e-05 1.76493e-05 3.00793e-05 2.59663e-05
threshold=0.091955000000000023 -0.0057999999999999987 -0.083424999999999985 0.091210000000000013 -0.10981499999999998
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0065722315659809995 -0.0075384093980340947 -0.0011199504630305815 -0.011756323800779967 0.011061932459534603 0.019187431983682286
leaf_weight=0.0019031251260992312 0.0011408567747416068 0.0011467354884255585 0.0013481616310641366 0.0010108693887120608 0.001396391758546093
leaf_count=677 843 313 880 288 909
internal_value=0 0.00122461 0.00425152 -0.00197846 0.0100305
internal_weight=0 0.00680528 0.00490216 0.00235903 0.00254313
internal_count=3910 3067 2390 1168 1222
is_linear=0
shrinkage=0.1


Tree=9876
num_leaves=7
num_cat=0
split_feature=1 0 3 150 1 3
split_gain=1.58749e-05 5.0463e-05 4.17058e-05 2.27593e-05 3.55291e-05 2.87126e-05
threshold=0.085835000000000009 -0.083674999999999986 -0.089604999999999976 0.077110000000000012 0.10752500000000002 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.00046861368509804074 -0.00024926070652215508 0.0003477265016119008 -0.00020267204507958816 0.00029199502463860119 0.00034939971448672192 -7.6052213500376215e-05
leaf_weight=0.0010302419207892937 0.0014839396124388029 0.0010136522621198353 0.0011077158771625201 0.0012697648486128246 0.0012130571865281638 0.0012264608316970907
leaf_count=1174 768 306 720 349 390 203
internal_value=0 -0.000112582 6.03246e-05 6.38224e-05 -1.0022e-05 0.000135505
internal_weight=0 0.00315161 0.00212137 0.00519322 0.00392346 0.00243952
internal_count=3910 2200 1026 1710 1361 593
is_linear=0
shrinkage=0.00196078


Tree=9877
num_leaves=6
num_cat=0
split_feature=52 15 0 16 1
split_gain=8.87397e-06 1.71616e-05 1.57946e-05 4.02239e-05 3.35771e-05
threshold=-0.048794999999999991 -0.053579999999999996 -0.17106499999999999 -0.055679999999999993 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.012423411256256041 0.0075848058829656451 -0.0035333403609402961 -0.007710582316222063 -0.017787638633953204 0.015932521333483367
leaf_weight=0.0013799494191047562 0.0012116041570655565 0.0013175509801765933 0.0013727196705225393 0.0015943949109440336 0.0010679972270608849
leaf_count=631 184 559 1363 787 386
internal_value=0 0.00462959 -0.00242806 -0.00543457 0.00263505
internal_weight=0 0.0026975 0.00524672 0.00403511 0.00244072
internal_count=3910 1190 2720 2536 1749
is_linear=0
shrinkage=0.1


Tree=9878
num_leaves=7
num_cat=0
split_feature=52 52 12 4 1 48
split_gain=7.75512e-06 1.79909e-05 3.9268e-05 3.18226e-05 4.83229e-05 4.22714e-05
threshold=0.11401500000000002 0.071660000000000015 0.097345000000000015 -0.049279999999999997 0.11097000000000001 0.083775000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.020071534695169098 -0.0080879541076032315 0.012051970893278023 0.01553062635937779 -0.0063989165376955636 -0.017739992263381653 0.020697999618250595
leaf_weight=0.0011107217174795726 0.0010377722803475023 0.0012476653552177148 0.0011219653587590701 0.0011094130952154493 0.001108940883960382 0.0011967529595089811
leaf_count=699 647 685 438 736 365 340
internal_value=0 0.00118433 -0.00121646 -0.00536811 -0.000586 0.00766265
internal_weight=0 0.00689546 0.00564779 0.00452583 0.00341511 0.00230617
internal_count=3910 3263 2578 2140 1441 1076
is_linear=0
shrinkage=0.1


Tree=9879
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 12
split_gain=1.21376e-05 2.27133e-05 2.62581e-05 4.74295e-05 2.26448e-05 2.96755e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.092854999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00023954129449439809 -0.00020377199354739255 0.00029926846438100294 -0.00037558957174177476 -0.00018066833058874484 0.00036721245142599241 -7.1900920817311939e-05
leaf_weight=0.0012260404217278352 0.001001957221948349 0.0010099551707538892 0.0014777326163594134 0.0011685190076529766 0.0012123832853473755 0.001155788480624692
leaf_count=450 755 396 403 532 187 1187
internal_value=0 2.64674e-05 -1.76827e-05 -8.05746e-05 4.26912e-05 0.000152903
internal_weight=0 0.00725042 0.00624046 0.00501442 0.00353669 0.00236817
internal_count=3910 3155 2759 2309 1906 1374
is_linear=0
shrinkage=0.00196078


Tree=9880
num_leaves=7
num_cat=0
split_feature=1 12 0 457 15 1
split_gain=9.00878e-06 2.29654e-05 2.63616e-05 3.02696e-05 2.90836e-05 5.21177e-05
threshold=0.12864500000000004 0.098845000000000016 -0.070894999999999986 0.018630000000000004 -0.11399999999999998 0.088495000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0058057163220545799 0.0088217793418097872 -0.014508541971003553 0.011973711982394242 0.012102929533282313 0.00059279721237673723 -0.03078640865198486
leaf_weight=0.0010497839414791298 0.0010047077697368468 0.0011075402647011687 0.0016336888008544196 0.0010060542143919124 0.0010970220930427966 0.0010227743077119104
leaf_count=296 331 522 570 280 1445 466
internal_value=0 -0.00131183 0.0012041 -0.00300943 -0.00780623 -0.0145473
internal_weight=0 0.00691686 0.00580932 0.00417563 0.00316958 0.0021198
internal_count=3910 3579 3057 2487 2207 1911
is_linear=0
shrinkage=0.1


Tree=9881
num_leaves=6
num_cat=0
split_feature=1 0 13 15 3
split_gain=7.64554e-06 3.55954e-05 2.31343e-05 2.66995e-05 2.11326e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.0024749999999999993 -0.074174999999999977 -0.089604999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=-0.018083043683257884 0.011761722135097765 0.014442555562989229 0.0057286582227133584 -0.013536597569143785 -0.0054816095142320859
leaf_weight=0.0011302852041378065 0.0017251651889655922 0.0010021336186594662 0.0016152926991497357 0.0012969857453396549 0.0011355763951169983
leaf_count=1213 961 326 245 379 786
internal_value=0 -0.00373024 0.00258496 -0.00285114 0.00385861
internal_weight=0 0.003268 0.00463744 0.00291228 0.00213771
internal_count=3910 2325 1585 624 1112
is_linear=0
shrinkage=0.1


Tree=9882
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=8.84357e-06 1.65605e-05 1.70801e-05 3.19104e-05
threshold=0.091955000000000023 -0.0057999999999999987 -0.038029999999999987 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0066017379287993854 -0.0081925170766662947 -0.0026617083991093008 0.023275587512244175 0.0013765050892158464
leaf_weight=0.00188841764012492 0.0011347057010374596 0.0020012386360913313 0.0010481862771924745 0.0018220413818330042
leaf_count=677 843 980 218 1192
internal_value=0 0.0013479 0.00442957 0.00937389
internal_weight=0 0.00675988 0.00487147 0.00287023
internal_count=3910 3067 2390 1410
is_linear=0
shrinkage=0.1


Tree=9883
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 12
split_gain=1.31701e-05 2.42368e-05 3.16754e-05 4.46453e-05 2.54193e-05 2.85392e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.092854999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00026114845337583362 -0.00021345957344630123 0.00030577213340499842 -0.00037352407122200949 -0.00020373383093423548 0.00035668090578165905 -7.2939405726730154e-05
leaf_weight=0.001242845844450881 0.001001866960149856 0.0010255111194943352 0.0014881451409444338 0.0011857205280968175 0.0012219804131152166 0.0011576455726681487
leaf_count=450 755 396 403 532 187 1187
internal_value=0 2.62406e-05 -1.92879e-05 -8.82579e-05 3.08098e-05 0.000147678
internal_weight=0 0.00732185 0.00629634 0.00505349 0.00356535 0.00237963
internal_count=3910 3155 2759 2309 1906 1374
is_linear=0
shrinkage=0.00196078


Tree=9884
num_leaves=6
num_cat=0
split_feature=1 4 150 1 4
split_gain=1.56989e-05 4.20536e-05 2.70241e-05 3.69234e-05 2.70055e-05
threshold=0.085835000000000009 -0.083329999999999987 0.077110000000000012 0.10752500000000002 0.24280000000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=7.9411065362451917e-05 -0.00026157971630668135 -0.00037580679308910525 0.00030805818258539867 -6.9106608133454603e-05 0.0003407912868210179
leaf_weight=0.0018490279096852467 0.0014976643864890401 0.0013498102418953849 0.0012901284164897392 0.0012820055115728389 0.0011930326702755101
leaf_count=556 768 1644 349 267 326
internal_value=0 -0.000112677 6.14985e-05 -1.85714e-05 0.000128475
internal_weight=0 0.00319884 0.00526283 0.0039727 0.00247504
internal_count=3910 2200 1710 1361 593
is_linear=0
shrinkage=0.00196078


Tree=9885
num_leaves=6
num_cat=0
split_feature=42 133 52 4 49
split_gain=1.31359e-05 2.10456e-05 4.06022e-05 4.07212e-05 4.14378e-05
threshold=0.091955000000000023 0.065880000000000008 0.071660000000000015 -0.048489999999999991 -0.010424999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00046907734512179744 -0.0001914790440940682 0.00024717301644322585 0.00023206456218073822 -0.00029684116998614739 0.00015860272899966769
leaf_weight=0.0010124988056837065 0.0012362840244177654 0.0013595011610015653 0.0017080667265446008 0.0012565105465495393 0.0019756848766135388
leaf_count=528 843 920 759 287 573
internal_value=0 2.70557e-05 -2.3215e-05 -0.00012594 -1.84503e-05
internal_weight=0 0.00731226 0.00595276 0.00424469 0.0032322
internal_count=3910 3067 2147 1388 860
is_linear=0
shrinkage=0.00196078


Tree=9886
num_leaves=6
num_cat=0
split_feature=49 15 133 52 4
split_gain=8.07928e-06 1.25693e-05 2.04127e-05 6.74879e-05 6.51071e-05
threshold=-0.047894999999999993 -0.11739999999999999 1.0000000180025095e-35 0.086635000000000004 -0.032604999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.005993246406786102 -0.010098090350663058 -0.024182333244348205 -0.011311875760809697 0.025381121929628277 0.0081415371442438832
leaf_weight=0.0017381586576254776 0.0013893963998783303 0.0010173977267506013 0.001091463502828096 0.0010730356780751077 0.0016079979961109241
leaf_count=505 590 711 1106 543 455
internal_value=0 -0.00172404 0.000705 0.00425136 -0.00438466
internal_weight=0 0.00617929 0.00478989 0.00369843 0.0026254
internal_count=3910 3405 2815 1709 1166
is_linear=0
shrinkage=0.1


Tree=9887
num_leaves=5
num_cat=0
split_feature=52 13 16 1
split_gain=8.48742e-06 2.10303e-05 1.80795e-05 3.02354e-05
threshold=0.11401500000000002 -0.090744999999999978 -0.092424999999999993 0.090355000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.010207983317012018 -0.0084726374394371914 -0.011486178420092358 -0.0080481724993872357 0.010557072133097905
leaf_weight=0.0018953158188239286 0.0010341156813410335 0.0014684200853459835 0.0016615481699495472 0.0018415539527289592
leaf_count=520 647 507 1555 681
internal_value=0 0.00124509 -0.00217188 0.00173246
internal_weight=0 0.00686684 0.00497152 0.0035031
internal_count=3910 3263 2743 2236
is_linear=0
shrinkage=0.1


Tree=9888
num_leaves=7
num_cat=0
split_feature=11 16 2 16 48 12
split_gain=3.62511e-05 2.65499e-05 5.18065e-05 5.00054e-05 2.57023e-05 2.82264e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.084500000000000006 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00023927436907572307 -0.00035100044424193086 0.00044565214571079141 0.00037723138270533927 -0.0003485453237806901 -0.00016295766021741918 3.4119625402721564e-05
leaf_weight=0.0011013759275652494 0.0010155559560513254 0.001093035163207876 0.0017676293844436008 0.0012740480046639349 0.001013066414416783 0.0015486549232242314
leaf_count=371 304 220 585 316 372 1742
internal_value=0 4.28424e-05 8.92427e-05 -1.40394e-05 0.000102569 0.000204397
internal_weight=0 0.00779781 0.00669643 0.0049288 0.00365476 0.00264169
internal_count=3910 3606 3235 2650 2334 1962
is_linear=0
shrinkage=0.00196078


Tree=9889
num_leaves=7
num_cat=0
split_feature=50 42 47 1 43 0
split_gain=1.13412e-05 2.25963e-05 3.09956e-05 3.77124e-05 2.75384e-05 2.76098e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.077065000000000008 0.10871500000000002 -0.077544999999999989 -0.099024999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00023194293260259976 -0.00020131622382063796 0.00031591892773352314 -0.00017713304600453197 0.00046613564737246207 0.00011697922987022791 -0.00029657760240173344
leaf_weight=0.0011490459594900417 0.0010078354549524111 0.0010518653842565887 0.0015055680605675038 0.0010878468680181812 0.0014374578386778013 0.0010922745899691472
leaf_count=862 755 537 338 403 227 788
internal_value=0 2.05348e-05 6.75158e-05 0.000146398 4.92832e-05 -6.15842e-05
internal_weight=0 0.00732406 0.00617501 0.00466944 0.0035816 0.00252973
internal_count=3910 3155 2293 1955 1552 1015
is_linear=0
shrinkage=0.00196078


Tree=9890
num_leaves=6
num_cat=0
split_feature=42 43 3 0 2
split_gain=7.82197e-06 1.62356e-05 1.46605e-05 2.66503e-05 2.76637e-05
threshold=0.091955000000000023 0.070805000000000021 -0.08348499999999999 -0.10131499999999999 0.11230000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0075947577554517729 -0.0077112133006871199 0.012964465061200029 0.0099885767663797642 -0.01460499460743549 -0.010577291835163354
leaf_weight=0.0015320716503069987 0.0011359698742049963 0.0010080810338406257 0.0016852461589765542 0.0014872811392189892 0.0010689083375352744
leaf_count=1224 843 311 322 1033 177
internal_value=0 0.00125491 -0.000789635 -0.00381821 0.00200681
internal_weight=0 0.00678159 0.00577351 0.00424144 0.00275415
internal_count=3910 3067 2756 1532 499
is_linear=0
shrinkage=0.1


Tree=9891
num_leaves=6
num_cat=0
split_feature=2 13 13 3 2
split_gain=1.21143e-05 2.3612e-05 2.0764e-05 2.5365e-05 1.41191e-05
threshold=0.099015000000000006 -0.089899999999999994 -0.017604999999999999 -0.016619999999999996 0.11578500000000001
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.00022447512248395283 0.00030499789734242833 -0.00017056682326688024 0.00024473683469864718 -0.00012085402282027417 0.00013953185543275163
leaf_weight=0.001898500687603469 0.0012358068058253039 0.0012588107551747482 0.0012907842627839239 0.0016783213450916868 0.001023472914744793
leaf_count=1669 254 492 822 273 400
internal_value=0 8.66988e-05 -6.43223e-05 3.80824e-05 -3.15054e-05
internal_weight=0 0.00351809 0.00486761 0.00296911 0.00228228
internal_count=3910 1146 2764 1095 892
is_linear=0
shrinkage=0.00196078


Tree=9892
num_leaves=7
num_cat=0
split_feature=2 52 12 43 52 16
split_gain=7.88149e-06 3.69709e-05 2.46665e-05 3.6316e-05 5.38065e-05 2.1299e-05
threshold=0.10946500000000002 0.086950000000000013 0.092150000000000024 -0.0037249999999999996 -1.0000000180025095e-35 -0.17157499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.01740702935152685 -0.0061052581393241951 -0.017772489543416474 0.014358402330540521 -0.011419011502180651 0.020820944736701739 0.012979827810969619
leaf_weight=0.0010745751583139669 0.00102568693960994 0.0011833118634352012 0.0012007087370329858 0.0010014851036016905 0.0010715255802023825 0.0013602297261428402
leaf_count=1126 256 911 561 257 288 511
internal_value=0 -0.00210085 0.00216391 -0.00248792 0.00524561 0.0047753
internal_weight=0 0.00553161 0.00434829 0.00314759 0.00207301 0.00238592
internal_count=3910 3143 2232 1671 545 767
is_linear=0
shrinkage=0.1


Tree=9893
num_leaves=7
num_cat=0
split_feature=11 43 15 2 2 15
split_gain=3.06242e-05 1.81933e-05 2.38481e-05 1.83248e-05 2.02458e-05 3.46212e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 -0.048914999999999993 0.089785000000000018 0.10362500000000001 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.00040913743531257105 -0.00032115757855842667 -0.00020773902265988113 2.8713730801284062e-05 0.00025043405297183499 0.00019038351870431596 -0.00029764916034542805
leaf_weight=0.0010012448187315594 0.0010250968870518197 0.0015507994697735645 0.0017251413600698222 0.001232629406987091 0.0010785670868941478 0.0011598292785765208
leaf_count=842 304 1010 879 375 248 252
internal_value=0 3.94713e-05 0.000168421 -3.05367e-05 4.86345e-05 -6.24915e-05
internal_weight=0 0.00774821 0.00272639 0.00502183 0.00347103 0.0022384
internal_count=3910 3606 1721 1885 875 500
is_linear=0
shrinkage=0.00196078


Tree=9894
num_leaves=6
num_cat=0
split_feature=43 3 3 2 1
split_gain=8.15479e-06 2.018e-05 1.40986e-05 1.7252e-05 1.4568e-05
threshold=-0.049504999999999987 -0.075954999999999981 0.084925000000000014 0.085155000000000022 0.089455000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.002524645626458192 -0.018201669474110962 0.0146999435283004 0.011248985670268908 0.00026397781975520906 -0.0032373443813298181
leaf_weight=0.0017290491424676172 0.0010047050030763793 0.0011212663010772676 0.0010720110278620485 0.0010192084376376294 0.0019697343525946053
leaf_count=1259 682 565 127 901 376
internal_value=0 0.00425122 -0.00243521 -0.00890268 0.00186811
internal_weight=0 0.00285032 0.00506566 0.00202391 0.00304175
internal_count=3910 1824 2086 1583 503
is_linear=0
shrinkage=0.1


Tree=9895
num_leaves=6
num_cat=0
split_feature=12 52 16 15 49
split_gain=7.8706e-06 2.15678e-05 5.98891e-05 4.80673e-05 1.81065e-05
threshold=0.10129000000000001 0.091210000000000013 0.081265000000000018 -0.0071449999999999994 -0.0090499999999999973
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0047204409977908875 -0.007995933678449467 0.012046574679502237 -0.022280811113614782 0.016219836413245672 -0.01257747446479429
leaf_weight=0.0010453446963357351 0.0010710017417577154 0.0014506196342422648 0.0011191757156313788 0.0017858421444158484 0.0014369356758088916
leaf_count=400 514 738 533 1017 708
internal_value=0 0.00122353 -0.00169076 0.00370831 -0.00529293
internal_weight=0 0.00683792 0.0053873 0.00426812 0.00248228
internal_count=3910 3396 2658 2125 1108
is_linear=0
shrinkage=0.1


Tree=9896
num_leaves=6
num_cat=0
split_feature=1 16 2 4 1
split_gain=8.61635e-06 2.44944e-05 1.49978e-05 2.19128e-05 1.95078e-05
threshold=0.076710000000000014 0.0015250000000000001 0.11462500000000002 0.0057500000000000008 0.11052000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.016450420549718982 -0.0088115977827474008 0.003715467539409165 0.011358753325924313 0.015503492705959257 -0.0032268942889260238
leaf_weight=0.0010547646405062547 0.0018641239506528113 0.0014042003285691009 0.0013452323531646928 0.0010828447655925515 0.0011429816323528753
leaf_count=1524 1047 484 413 216 226
internal_value=0 -0.00493462 0.00219935 -0.00081329 0.00588527
internal_weight=0 0.00245896 0.00543518 0.00408995 0.00222583
internal_count=3910 2008 1902 1489 442
is_linear=0
shrinkage=0.1


Tree=9897
num_leaves=6
num_cat=0
split_feature=43 3 13 15 2
split_gain=1.30425e-05 2.48571e-05 1.77092e-05 4.20779e-05 1.99786e-05
threshold=-0.049504999999999987 -0.075954999999999981 -0.09547499999999999 -1.0000000180025095e-35 0.10869000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-4.5503053240318195e-05 9.7108884403704641e-05 0.00031857253033813082 0.00016538349799208527 -0.0004439355690988007 -0.00019704043725008412
leaf_weight=0.0018274410155035797 0.0017720670320300626 0.0011907956423497144 0.0013449815205225147 0.0011887720953070711 0.001034614586626416
leaf_count=1259 401 565 416 1096 173
internal_value=0 9.8137e-05 -6.31181e-05 -0.000142687 7.80672e-06
internal_weight=0 0.00301824 0.00534044 0.00356837 0.0023796
internal_count=3910 1824 2086 1685 589
is_linear=0
shrinkage=0.00196078


Tree=9898
num_leaves=7
num_cat=0
split_feature=51 484 1 0 0 2
split_gain=8.21136e-06 2.08575e-05 1.39253e-05 2.5662e-05 4.60826e-05 2.37895e-05
threshold=0.08955500000000001 0.042570000000000004 0.11561500000000001 -0.084304999999999977 -0.15291499999999997 0.09116500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.0031225956263994784 -0.0080043543855227543 0.014574751339282736 0.0083306033552472247 0.015359823027805961 -0.025814948980316117 -0.0050431992018923613
leaf_weight=0.0011002878548685704 0.001108456637849955 0.0010051114504986735 0.0012459749627245888 0.0010000665091097071 0.0011009820514400182 0.0013334601828702461
leaf_count=181 487 507 343 781 1022 589
internal_value=0 0.00127896 -0.0010328 -0.00360548 -0.0113507 0.00370081
internal_weight=0 0.00678588 0.00578077 0.0045348 0.00220127 0.00233353
internal_count=3910 3423 2916 2573 1203 1370
is_linear=0
shrinkage=0.1


Tree=9899
num_leaves=6
num_cat=0
split_feature=49 15 4 1 12
split_gain=8.00103e-06 1.14796e-05 2.74869e-05 5.20171e-05 4.04703e-05
threshold=-0.047894999999999993 0.079360000000000014 -1.0000000180025095e-35 0.11198000000000001 0.085845000000000019
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0059776477235076418 0.020054046091580506 -0.011425058436968775 -0.022098400258314131 0.0055450335386403845 -0.0062121061616974621
leaf_weight=0.0017333948937217191 0.0012911264299388376 0.00101622045792891 0.001211134205124321 0.0015542845862210311 0.0010750186475062306
leaf_count=505 478 1352 600 426 549
internal_value=0 -0.00171473 0.000208243 -0.0065616 0.00812046
internal_weight=0 0.00614778 0.00513156 0.00276542 0.00236615
internal_count=3910 3405 2053 1026 1027
is_linear=0
shrinkage=0.1


Tree=9900
num_leaves=7
num_cat=0
split_feature=50 4 40 160 12 0
split_gain=1.39239e-05 3.40866e-05 3.40995e-05 3.73227e-05 4.66169e-05 4.95097e-05
threshold=0.08568000000000002 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.14867499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00035691087565974897 -0.00022160089204698415 0.00034891139763241748 -7.5129661584966313e-05 -0.00030908367578963327 -0.00013952914350574347 0.00047043377355994546
leaf_weight=0.001026413066305713 0.0010020036484940618 0.0010689802338373191 0.0010152842695079216 0.0010068473792726584 0.0017715158024700401 0.001727987855694833
leaf_count=274 727 396 115 308 1320 770
internal_value=0 2.42731e-05 -2.87246e-05 3.22817e-05 0.00010841 0.000268521
internal_weight=0 0.00761703 0.00654805 0.00552164 0.00451479 0.00274327
internal_count=3910 3183 2787 2513 2205 885
is_linear=0
shrinkage=0.00196078


Tree=9901
num_leaves=7
num_cat=0
split_feature=50 4 12 51 49 12
split_gain=1.42261e-05 3.67167e-05 2.14107e-05 4.02961e-05 3.23414e-05 4.57208e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 -0.00064499999999999985 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00028188089973957861 -0.00022312839086839308 0.00036569847106785179 -0.0003110027714885414 -0.00012035376001639866 0.00049833783318455332 -1.9642957310115425e-05
leaf_weight=0.0010833968648919145 0.0010066687000461214 0.0010456210735245233 0.0011069606167427972 0.0014882160952527351 0.0013217033013129106 0.001299124705338605
leaf_count=301 747 396 591 348 505 1022
internal_value=0 2.54252e-05 -3.10558e-05 2.10421e-05 0.000110494 0.000241579
internal_weight=0 0.00734502 0.0062994 0.005216 0.00410904 0.00262083
internal_count=3910 3163 2767 2466 1875 1527
is_linear=0
shrinkage=0.00196078


Tree=9902
num_leaves=5
num_cat=0
split_feature=52 13 16 1
split_gain=7.9686e-06 2.01958e-05 1.66896e-05 2.78499e-05
threshold=0.11401500000000002 -0.090744999999999978 -0.092424999999999993 0.090355000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.010001190300612792 -0.0081927928012232171 -0.011106125624082024 -0.0077894048972073984 0.01008514616407646
leaf_weight=0.0018913587484114917 0.001038089091777751 0.0014643327460324243 0.0016575416405485541 0.0018385167117887435
leaf_count=520 647 507 1555 681
internal_value=0 0.00120892 -0.0021435 0.00161051
internal_weight=0 0.00685175 0.00496039 0.00349606
internal_count=3910 3263 2743 2236
is_linear=0
shrinkage=0.1


Tree=9903
num_leaves=6
num_cat=0
split_feature=42 133 49 2 16
split_gain=7.98894e-06 1.64481e-05 3.47565e-05 2.23223e-05 3.08912e-05
threshold=0.091955000000000023 0.065880000000000008 -0.0057999999999999987 0.10679500000000001 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013511621078187798 -0.0078155706756789529 0.011638402259425196 -0.0032721867087289152 -0.0071293352263758457 0.018433808364507316
leaf_weight=0.0015957095530749242 0.0011280122368001319 0.0012485602861156088 0.0011475712930800171 0.0012335269140295296 0.0015295517214896019
leaf_count=415 843 920 827 364 541
internal_value=0 0.00127563 -0.00107411 0.00400091 0.00912935
internal_weight=0 0.00675492 0.00550636 0.00391065 0.00267712
internal_count=3910 3067 2147 1732 1368
is_linear=0
shrinkage=0.1


Tree=9904
num_leaves=6
num_cat=0
split_feature=150 15 43 43 3
split_gain=1.51795e-05 2.04731e-05 2.76673e-05 4.06605e-05 2.63696e-05
threshold=0.082085000000000019 -0.038029999999999987 -0.083899999999999988 0.0016850000000000001 0.092005000000000017
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-1.7335388460616555e-05 0.00016665782564174084 0.00026854232540207847 -0.00031586846431186941 0.00017898808263438207 -0.00040210980660453609
leaf_weight=0.0017098931368106952 0.0016144885931844441 0.0013959912070267712 0.0013099897390815643 0.0012451431627072316 0.0011422129676359558
leaf_count=1191 513 484 1087 442 193
internal_value=0 -4.48276e-05 4.65599e-05 -7.47197e-05 -0.00017143
internal_weight=0 0.00680323 0.00395112 0.00255513 0.00285211
internal_count=3910 3397 2013 1529 1384
is_linear=0
shrinkage=0.00196078


Tree=9905
num_leaves=7
num_cat=0
split_feature=49 2 3 16 3 12
split_gain=1.62739e-05 2.90723e-05 3.49975e-05 4.47473e-05 4.20414e-05 1.93416e-05
threshold=0.10311000000000002 0.11260500000000001 -0.015794999999999997 -0.0037499999999999994 -0.078884999999999997 0.091405000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00027716978138487425 0.00023000002735171324 0.00020327000152237386 -5.0183247934488082e-05 -0.00056431083207433526 0.00036762065151106578 8.5374631974156545e-05
leaf_weight=0.0012337160527503236 0.0010044461953874883 0.0015535973084640558 0.001562456652907796 0.0011155477556197815 0.0010226128457072109 0.0010449471164196394
leaf_count=1370 396 501 328 190 612 513
internal_value=0 -3.57006e-05 -9.77924e-05 -0.000264348 3.73179e-05 -0.000110915
internal_weight=0 0.00753288 0.00597928 0.002678 0.00330128 0.00227866
internal_count=3910 3514 3013 518 2495 1883
is_linear=0
shrinkage=0.00196078


Tree=9906
num_leaves=7
num_cat=0
split_feature=150 16 16 12 4 1
split_gain=1.40878e-05 1.54759e-05 2.36549e-05 2.01424e-05 4.96568e-05 4.44013e-05
threshold=0.082085000000000019 -0.45301499999999995 -0.15168999999999996 0.051320000000000005 -0.083329999999999987 0.094890000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00026138748213728617 0.00015413169149374533 0.00026347073503844951 -0.00021851186169467119 7.6494224024549728e-05 -0.00048317142326424479 0.00032970168500810916
leaf_weight=0.0011039934572262787 0.0016284643313668433 0.0010163249723822492 0.0010928020591176963 0.0012803810764869736 0.0011632703775950434 0.001182795281696626
leaf_count=273 513 233 243 599 1770 279
internal_value=0 -4.87949e-05 -7.87471e-06 -6.63109e-05 -0.000189928 6.6435e-05
internal_weight=0 0.00683957 0.00573557 0.00471925 0.00244365 0.0022756
internal_count=3910 3397 3124 2891 2369 522
is_linear=0
shrinkage=0.00196078


Tree=9907
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 0
split_gain=1.52395e-05 3.07919e-05 2.65988e-05 4.02213e-05 1.96922e-05 3.01827e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.092854999999999979 -0.083424999999999985
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=0.00023559534561141946 -0.00022764552632239461 0.00034082169658453766 -0.00035355577883488864 -0.00017709237321506644 0.00038924795835396239 -5.7217910582524833e-05
leaf_weight=0.0012378859425388874 0.0010085677287597038 0.0010469443771186446 0.0015077126978054098 0.0011968895028486816 0.0010067735764564085 0.001380309614953655
leaf_count=452 747 396 407 534 590 784
internal_value=0 2.93292e-05 -2.21933e-05 -8.48667e-05 2.8166e-05 0.000131083
internal_weight=0 0.00737652 0.00632957 0.00509169 0.00358397 0.00238708
internal_count=3910 3163 2767 2315 1908 1374
is_linear=0
shrinkage=0.00196078


Tree=9908
num_leaves=6
num_cat=0
split_feature=49 49 47 16 1
split_gain=9.2584e-06 1.25316e-05 3.46353e-05 4.44331e-05 9.53734e-06
threshold=-0.047894999999999993 0.010625000000000001 0.09252500000000001 -0.022939999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0063968594935482695 0.012018456759810885 0.0070671758365268289 -0.020239604358959811 -0.0031425346627748508 -0.016593858702891529
leaf_weight=0.0017432378168900772 0.0017519312187284602 0.0012538979883238641 0.0010498917737736852 0.0011122269091508228 0.0010019452883108806
leaf_count=505 1455 805 258 398 489
internal_value=0 -0.00185639 -0.00413248 0.000241628 -0.00951737
internal_weight=0 0.00616989 0.004916 0.0038661 0.00211417
internal_count=3910 3405 2600 2342 887
is_linear=0
shrinkage=0.1


Tree=9909
num_leaves=7
num_cat=0
split_feature=12 51 160 151 1 16
split_gain=1.22165e-05 2.31725e-05 3.6181e-05 2.42673e-05 3.31728e-05 6.43971e-05
threshold=-0.036459999999999992 -0.09021499999999999 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 -0.089864999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
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leaf_weight=0.0011014227142488904 0.0011433777048940079 0.0011296704455609607 0.0010388358553016881 0.0010219046580866977 0.001316735747836373 0.0018470777388440249
leaf_count=504 452 904 297 422 255 1076
internal_value=0 1.99124e-05 -2.63277e-05 4.24726e-05 0.000109047 -9.20885e-06
internal_weight=0 0.0074976 0.00635422 0.00522455 0.00418572 0.00286898
internal_count=3910 3406 2954 2050 1753 1498
is_linear=0
shrinkage=0.00196078


Tree=9910
num_leaves=6
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split_feature=4 16 2 2 3
split_gain=9.13265e-06 2.06519e-05 4.02986e-05 4.69221e-05 2.2862e-05
threshold=0.24280000000000004 -0.089864999999999987 0.106285 0.087005000000000013 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.011719675762849579 0.0062452164737313047 0.016236066749806117 0.017887173865089315 -0.018168880282248178 -0.0049424967168412255
leaf_weight=0.0015814516243897138 0.0017885178520584506 0.0010289209343895391 0.0011331326785343578 0.0013730614612404374 0.0010100818098470207
leaf_count=667 549 915 477 1009 293
internal_value=0 -0.00187692 0.00154776 -0.0038785 0.00574462
internal_weight=0 0.00612665 0.0045452 0.00341206 0.002039
internal_count=3910 3361 2694 2217 1208
is_linear=0
shrinkage=0.1


Tree=9911
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 12
split_gain=1.57174e-05 2.74658e-05 3.09756e-05 3.61863e-05 1.9168e-05 3.59124e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 -0.095609999999999987 -0.092854999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=0.00025493953430358649 -0.00023577419295527755 0.00032188686157817975 -0.00034773980914138899 -0.00018795953335615053 0.00035226355466723831 -0.00013061758030259929
leaf_weight=0.001233161510788886 0.0010114705714527666 0.0010294083279984842 0.0014941380535850547 0.0011824961758094715 0.0012188490642266994 0.0011516134335750881
leaf_count=450 755 396 403 532 187 1187
internal_value=0 2.50131e-05 -2.36481e-05 -9.17156e-05 1.59511e-05 0.000117671
internal_weight=0 0.00730967 0.00628026 0.0050471 0.00355296 0.00237046
internal_count=3910 3155 2759 2309 1906 1374
is_linear=0
shrinkage=0.00196078


Tree=9912
num_leaves=7
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split_feature=50 4 151 16 52 0
split_gain=1.06187e-05 2.47366e-05 3.25972e-05 3.37811e-05 1.59092e-05 3.42708e-05
threshold=0.082310000000000008 0.28937500000000005 -0.024429999999999997 -0.095609999999999987 0.091210000000000013 -0.082994999999999985
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00026238955146156903 -0.00019338473351284042 0.00030100915668744707 -0.00034002769011735 0.00015201976855679582 0.00021228370706862101 -0.00030023747989838646
leaf_weight=0.0012238876732466684 0.0010132862633688454 0.0010398854422349942 0.0015109005769882019 0.0012890202462663082 0.0010506196541408444 0.0012877366543351688
leaf_count=447 747 396 408 628 469 815
internal_value=0 2.06377e-05 -2.51885e-05 -9.36868e-05 8.92082e-06 -7.39962e-05
internal_weight=0 0.00740205 0.00636216 0.00513828 0.00362738 0.00257676
internal_count=3910 3163 2767 2320 1912 1443
is_linear=0
shrinkage=0.00196078


Tree=9913
num_leaves=6
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split_feature=49 2 42 4 15
split_gain=8.1839e-06 1.23226e-05 2.84824e-05 2.77244e-05 1.87868e-05
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decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.0059987179779155807 -0.0069420090471329302 -0.01006825713008576 -0.01176913286310523 0.0032422290947200618 0.021465228897158923
leaf_weight=0.0017456810800642172 0.0011876687393975222 0.0013837434828535399 0.0013335035985364155 0.0011884093468301276 0.0010797386058735135
leaf_count=505 558 529 1329 499 490
internal_value=0 -0.00175617 0.000645383 0.0054358 0.0119172
internal_weight=0 0.00617306 0.00478932 0.00345582 0.00226815
internal_count=3910 3405 2876 1547 989
is_linear=0
shrinkage=0.1


Tree=9914
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=3.00759e-05 2.41614e-05 8.89586e-05 5.63225e-05 3.3701e-05 2.71017e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.016619999999999996 0.088375000000000023
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00025211816440962346 -0.00032620741122711851 -0.00018010796770954825 0.00057125702419893738 0.00037198620325501784 -0.00033536352717879208 -0.0001660221238276352
leaf_weight=0.0010482631023355847 0.0010056499615658772 0.0012084907958457274 0.0012148179696422562 0.0010316521949553636 0.0018777930151998509 0.0013811673514599215
leaf_count=980 304 114 591 421 344 1156
internal_value=0 3.41802e-05 0.000196555 -3.95216e-05 -0.000138085 1.43992e-05
internal_weight=0 0.00776218 0.00242331 0.00533888 0.00430722 0.00242943
internal_count=3910 3606 705 2901 2480 2136
is_linear=0
shrinkage=0.00196078


Tree=9915
num_leaves=7
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split_feature=11 2 52 1 2 1
split_gain=2.91504e-05 3.029e-05 2.67271e-05 2.64985e-05 2.21132e-05 6.99976e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.081429999999999989 0.095575000000000007 0.10393500000000001 0.10937500000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.001710396684241954 0.0010135805987723139 0.0010655635320085824 0.0013215599016757886 0.0014410420131996317 0.0010385378055554238 0.0011704160408207776
leaf_count=1553 304 433 545 455 317 303
internal_value=0 3.55953e-05 0.000137117 -0.000112465 5.49716e-05 -6.50576e-05
internal_weight=0 0.00774752 0.00459608 0.00315144 0.00353051 0.00220895
internal_count=3910 3606 1598 2008 1165 620
is_linear=0
shrinkage=0.00196078


Tree=9916
num_leaves=6
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split_feature=4 151 16 16 12
split_gain=8.5467e-06 1.76532e-05 6.09848e-05 2.7521e-05 3.60038e-05
threshold=0.24280000000000004 -0.0074049999999999993 -0.089864999999999987 0.022165000000000004 0.091405000000000014
decision_type=2 2 2 2 2
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leaf_weight=0.0012128852770367394 0.0017965668187560867 0.001205456754291818 0.0014128738570480673 0.0011215120014150407 0.0011905003785764078
leaf_count=569 549 610 1415 328 439
internal_value=0 -0.00182497 -0.00448377 0.00184314 -0.00487628
internal_weight=0 0.00614323 0.00493034 0.00372489 0.00231201
internal_count=3910 3361 2792 2182 767
is_linear=0
shrinkage=0.1


Tree=9917
num_leaves=6
num_cat=0
split_feature=13 16 12 3 4
split_gain=7.57876e-06 2.153e-05 3.13241e-05 3.43404e-05 1.79912e-05
threshold=0.11202500000000001 0.10994000000000002 0.088590000000000016 -0.010319999999999998 0.0057500000000000008
decision_type=2 2 2 2 2
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leaf_weight=0.0012492293636207981 0.0011503338634640996 0.0015330714935246972 0.0011819922010459314 0.0010136613177480441 0.001797189690008451
leaf_count=1247 288 607 1165 223 380
internal_value=0 -0.00132104 0.00172751 0.00589838 -0.000232701
internal_weight=0 0.00677514 0.00524207 0.00406008 0.00281085
internal_count=3910 3622 3015 1850 603
is_linear=0
shrinkage=0.1


Tree=9918
num_leaves=7
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split_feature=1 42 133 3 3 2
split_gain=1.29842e-05 2.10117e-05 2.48135e-05 2.53476e-05 4.51492e-05 2.07401e-05
threshold=0.12864500000000004 0.091735000000000025 0.065880000000000008 -0.089604999999999976 0.084925000000000014 0.106285
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.00015780909507280384 0.00019520044510403235 -0.00029582268857722118 0.00024674191405441649 -0.00046424844819845324 0.00018807018640094048 -0.00017812180957870231
leaf_weight=0.0014987906779267333 0.0010764705580751177 0.0010250001765795234 0.0013134390293915478 0.0011566195520765822 0.0012093949202893082 0.0011698138425079857
leaf_count=548 331 747 886 1049 197 152
internal_value=0 -3.53303e-05 6.73059e-06 -5.58839e-05 -0.000146466 8.02022e-06
internal_weight=0 0.00737306 0.00634806 0.00503462 0.00353583 0.00237921
internal_count=3910 3579 2832 1946 1398 349
is_linear=0
shrinkage=0.00196078


Tree=9919
num_leaves=6
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split_feature=43 3 13 3 48
split_gain=1.44585e-05 2.49132e-05 3.98972e-05 2.35608e-05 1.93802e-05
threshold=-0.049504999999999987 0.084925000000000014 -0.0041499999999999983 -0.075954999999999981 0.086065000000000016
decision_type=2 2 2 2 2
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leaf_value=-3.8691546797743964e-05 -0.00050903393326553277 0.00016846154932185052 2.0923619134781396e-05 0.00031178472459920801 -0.0001366171898153294
leaf_weight=0.0018680546162655881 0.0010376631126495896 0.0018996360859389607 0.0011530532739808461 0.0012184637880818371 0.0013836845857464134
leaf_count=1259 1132 308 451 565 195
internal_value=0 -6.8158e-05 -0.000230098 9.96658e-05 3.98927e-05
internal_weight=0 0.00547404 0.00219072 0.00308652 0.00328332
internal_count=3910 2086 1583 1824 503
is_linear=0
shrinkage=0.00196078


Tree=9920
num_leaves=7
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split_feature=4 12 3 3 12 4
split_gain=1.31164e-05 2.33834e-05 3.0723e-05 2.03122e-05 2.77182e-05 3.1766e-05
threshold=0.28937500000000005 -0.023959999999999995 0.11476000000000001 -0.10628499999999998 0.086935000000000012 0.0021050000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
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leaf_count=317 426 389 136 813 1688 141
internal_value=0 -3.55052e-05 1.08476e-05 -5.54877e-05 -0.000128535 1.07406e-05
internal_weight=0 0.00725515 0.00618305 0.00502548 0.00374093 0.00222551
internal_count=3910 3484 3167 3031 2642 954
is_linear=0
shrinkage=0.00196078


Tree=9921
num_leaves=7
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split_feature=50 4 151 4 13 16
split_gain=1.63195e-05 2.83379e-05 2.49766e-05 3.86104e-05 2.97501e-05 1.6798e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 -0.0021099999999999995 -0.070604999999999987 -0.092424999999999993
decision_type=2 2 2 2 2 2
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leaf_value=0.00022713956669643645 -0.00023889279090215154 0.00032446813368072622 0.00031086281251978948 -0.00043854750579268493 -0.0001002584721136208 -0.00010879457644376287
leaf_weight=0.0012479442936743114 0.0010031841573808981 0.0010597178394943117 0.0011824953876473125 0.0011285738484391524 0.0015821536662644208 0.0012537463006176985
leaf_count=454 731 396 655 320 972 382
internal_value=0 2.74913e-05 -2.17215e-05 -8.20608e-05 7.55863e-05 -0.000265008
internal_weight=0 0.00745463 0.00639491 0.00514697 0.00276465 0.00238232
internal_count=3910 3179 2783 2329 1627 702
is_linear=0
shrinkage=0.00196078


Tree=9922
num_leaves=6
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split_feature=42 160 43 2 15
split_gain=7.99017e-06 2.2136e-05 1.82405e-05 2.59835e-05 2.24799e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.089910000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0071817968523758468 -0.0093032681226002025 0.013843309933161 -0.012503492693377229 0.014034404798963736 -0.0048139667309632745
leaf_weight=0.0013140174830276906 0.0015071148776852911 0.0014806837015966324 0.0010602154053577016 0.0014988784106691833 0.0010950649035716689
leaf_count=1060 1040 604 559 323 324
internal_value=0 0.00135266 0.00448026 0.000686304 0.00607733
internal_weight=0 0.00664196 0.00513484 0.00365416 0.00259394
internal_count=3910 2850 1810 1206 647
is_linear=0
shrinkage=0.1


Tree=9923
num_leaves=5
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split_feature=0 43 13 2
split_gain=7.97192e-06 2.34992e-05 2.13049e-05 2.1836e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.057284999999999996 0.10705000000000002
decision_type=2 2 2 2
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right_child=-2 2 3 -5
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leaf_weight=0.0016206412515485311 0.0016842627659811697 0.0017189467263530479 0.0017333767865317839 0.0011895480601605108
leaf_count=1184 446 1167 888 225
internal_value=0 -0.00169356 0.00192595 -0.00326941
internal_weight=0 0.00626251 0.00464187 0.00292292
internal_count=3910 3464 2280 1113
is_linear=0
shrinkage=0.1


Tree=9924
num_leaves=7
num_cat=0
split_feature=1 12 0 0 4 4
split_gain=1.47482e-05 2.0873e-05 2.67593e-05 4.05014e-05 2.76884e-05 3.85079e-05
threshold=0.12864500000000004 0.098845000000000016 -0.072864999999999985 -0.10071499999999999 0.26048500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2
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internal_value=0 -3.70931e-05 8.27949e-06 -7.35678e-05 3.2967e-05 0.000154294
internal_weight=0 0.00740192 0.00622071 0.00442738 0.00334723 0.00228815
internal_count=3910 3579 3057 2427 652 459
is_linear=0
shrinkage=0.00196078


Tree=9925
num_leaves=6
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split_feature=43 15 48 0 12
split_gain=1.2453e-05 2.29065e-05 1.87316e-05 3.41297e-05 3.52118e-05
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decision_type=2 2 2 2 2
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leaf_count=860 175 964 359 624 928
internal_value=0 9.39673e-05 -6.18655e-05 1.39754e-05 -0.000104731
internal_weight=0 0.00308806 0.00545322 0.00379873 0.00269808
internal_count=3910 1824 2086 1727 1552
is_linear=0
shrinkage=0.00196078


Tree=9926
num_leaves=7
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split_feature=1 0 13 0 52 3
split_gain=7.98595e-06 2.42237e-05 1.32412e-05 3.10387e-05 3.88289e-05 2.1026e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00247896 0.00548133 0.00343485 0.00240767 0.00204648
internal_count=3910 2008 1902 767 299 1135
is_linear=0
shrinkage=0.1


Tree=9927
num_leaves=6
num_cat=0
split_feature=52 151 16 52 2
split_gain=8.37468e-06 1.97099e-05 4.87564e-05 3.03979e-05 1.33844e-05
threshold=-0.048794999999999991 -0.0008699999999999999 -0.25582999999999995 0.024145000000000003 0.096970000000000015
decision_type=2 2 2 2 2
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internal_value=0 -0.00237656 0.000596336 -0.0068169 0.00447842
internal_weight=0 0.00524894 0.00424889 0.00287297 0.0026984
internal_count=3910 2720 2348 1935 1190
is_linear=0
shrinkage=0.1


Tree=9928
num_leaves=6
num_cat=0
split_feature=51 47 1 0 12
split_gain=1.32336e-05 2.46984e-05 3.95694e-05 3.67476e-05 2.22671e-05
threshold=0.08955500000000001 0.077065000000000008 0.085990000000000011 -0.10783 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
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leaf_value=-0.00023725241718289736 -0.00019513906198818381 -0.00016562240602726596 0.00049173709384684025 3.8218918481449653e-06 0.00010514569338359771
leaf_weight=0.0013880379563004732 0.0011855409215083207 0.0018694703448191852 0.0013785320848923258 0.0010421091853181092 0.0015408657207378611
leaf_count=789 487 463 275 855 1041
internal_value=0 2.83878e-05 9.61873e-05 0.000281685 -5.71203e-05
internal_weight=0 0.00721902 0.00534954 0.00242064 0.0029289
internal_count=3910 3423 2960 1130 1830
is_linear=0
shrinkage=0.00196078


Tree=9929
num_leaves=6
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split_feature=49 15 15 2 4
split_gain=7.94147e-06 1.31646e-05 2.5627e-05 4.21729e-05 2.52658e-05
threshold=-0.047894999999999993 -0.064869999999999983 0.079360000000000014 0.090905000000000014 0.25367000000000006
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leaf_count=505 837 399 1352 395 422
internal_value=0 -0.00172492 0.00212931 0.00737059 -0.00723582
internal_weight=0 0.00619794 0.00364717 0.00262205 0.00255077
internal_count=3910 3405 2146 794 1259
is_linear=0
shrinkage=0.1


Tree=9930
num_leaves=7
num_cat=0
split_feature=52 13 47 1 0 2
split_gain=1.03668e-05 2.39557e-05 2.61461e-05 3.73767e-05 1.23598e-05 1.06462e-05
threshold=0.11401500000000002 -0.090744999999999978 0.09252500000000001 0.090355000000000005 -0.10462499999999998 0.088820000000000024
decision_type=2 2 2 2 2 2
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leaf_value=5.1010993656765513e-05 -0.00017900030148350438 -0.00028100606893899328 -0.00032089152023935503 0.00022779394567927331 0.0003574082978695143 -1.6987147600861114e-05
leaf_weight=0.0010069725117880231 0.0011199220013345364 0.001114614109458715 0.0010615399485028052 0.0018987817169819361 0.0010177795527976205 0.0012409555074410126
leaf_count=226 647 975 272 734 294 762
internal_value=0 2.35303e-05 -4.55995e-05 2.3091e-05 0.000205027 -0.000141916
internal_weight=0 0.00734064 0.00531589 0.00425435 0.00202475 0.00235557
internal_count=3910 3263 2743 2471 520 1737
is_linear=0
shrinkage=0.00196078


Tree=9931
num_leaves=7
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split_feature=12 160 0 16 1 13
split_gain=1.02941e-05 2.11643e-05 2.50622e-05 3.50497e-05 2.40164e-05 2.30735e-05
threshold=0.10371500000000002 0.087825000000000014 -0.077944999999999987 -0.083564999999999987 0.092225000000000015 -0.0010249999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 5 -5 -6 -7
leaf_value=0.00033713430536438244 -0.00019120548662429773 -0.00024265613857480512 0.00041350767148397175 -0.00026776773180085345 -5.5240834182789806e-05 3.3589542319987596e-05
leaf_weight=0.0010374725353364646 0.0010080006412361495 0.0010193251681227819 0.0011880924588848509 0.0015288636955683409 0.0014214664073894214 0.0012732593499143205
leaf_count=660 441 396 599 1124 308 382
internal_value=0 1.98932e-05 6.13906e-05 -3.46396e-05 0.00011031 0.000216976
internal_weight=0 0.00746848 0.00644915 0.0039878 0.00245894 0.00246135
internal_count=3910 3469 3073 2092 968 981
is_linear=0
shrinkage=0.00196078


Tree=9932
num_leaves=5
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split_feature=42 49 2 0
split_gain=7.51546e-06 1.68355e-05 1.47149e-05 1.79308e-05
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decision_type=2 2 2 2
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right_child=-2 2 -4 -5
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leaf_weight=0.0019104891668563669 0.0011400430059426755 0.0017771283600397552 0.0017035820282327906 0.0014217575076029207
leaf_count=677 843 1473 525 392
internal_value=0 0.00120988 0.00431308 0.00831118
internal_weight=0 0.00681296 0.00490247 0.00319889
internal_count=3910 3067 2390 1865
is_linear=0
shrinkage=0.1


Tree=9933
num_leaves=7
num_cat=0
split_feature=42 43 15 16 48 0
split_gain=2.408e-05 3.42995e-05 2.39323e-05 6.22704e-05 4.06763e-05 4.10064e-05
threshold=0.091955000000000023 0.070805000000000021 -0.106555 -0.092424999999999993 0.085265000000000021 -0.083424999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00018991283906790463 -0.00025535094914721053 0.00035450579048480182 -0.00050382021549586311 0.0001840451390248366 0.00036889323081313176 -0.00030660584342296992
leaf_weight=0.0015875784786596745 0.0012640987317375282 0.0011147146435886244 0.0010726754695754648 0.0011571180080883988 0.0010071274035563047 0.0015088241587363125
leaf_count=428 843 311 395 719 276 938
internal_value=0 3.73399e-05 -1.84838e-05 -8.81981e-05 3.31794e-05 -9.36451e-05
internal_weight=0 0.00744804 0.00633332 0.00474575 0.00367307 0.00266594
internal_count=3910 3067 2756 2328 1933 1657
is_linear=0
shrinkage=0.00196078


Tree=9934
num_leaves=6
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split_feature=50 42 47 4 150
split_gain=1.03941e-05 2.68075e-05 3.07341e-05 3.94667e-05 3.17361e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.077065000000000008 -0.06272999999999998 0.086420000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00025440304724620337 -0.00019251042296041722 -9.2075744682246059e-05 -0.00017208181192499009 0.00043236251505483758 9.6551866739411126e-06
leaf_weight=0.0011501664558962879 0.0010020557910823454 0.0016629824990880516 0.0015040370660227686 0.0019517711512462902 0.0010503475460332267
leaf_count=862 755 746 338 856 353
internal_value=0 2.04214e-05 7.16593e-05 0.000150242 0.00028447
internal_weight=0 0.0073193 0.00616914 0.0046651 0.00300212
internal_count=3910 3155 2293 1955 1209
is_linear=0
shrinkage=0.00196078


Tree=9935
num_leaves=6
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split_feature=150 16 133 16 16
split_gain=8.18911e-06 2.05403e-05 1.39997e-05 3.73714e-05 2.78059e-05
threshold=0.082085000000000019 -0.45301499999999995 1.0000000180025095e-35 0.05259500000000001 -0.088144999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014434060854238285 0.0065148761518705649 0.0063638909055953102 -0.0086806492267436381 0.015803585265665453 -0.014228176720795366
leaf_weight=0.0010467176028519593 0.0015341584638966519 0.0013410802884777631 0.0011935105835294496 0.0015690538196610482 0.0012831877111192692
leaf_count=273 513 528 1176 550 870
internal_value=0 -0.00161576 0.000874966 0.0035947 -0.00370501
internal_weight=0 0.00643355 0.00538683 0.00419332 0.00262427
internal_count=3910 3397 3124 1948 1398
is_linear=0
shrinkage=0.1


Tree=9936
num_leaves=6
num_cat=0
split_feature=1 0 47 51 0
split_gain=7.709e-06 1.89871e-05 1.51797e-05 4.14537e-05 4.35631e-05
threshold=0.076710000000000014 0.047345000000000005 0.09252500000000001 0.085845000000000019 -0.090939999999999979
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.012460981750428179 0.020280345839000721 0.0051627704452907397 -0.0064191407575279278 -0.012057853184353201 -0.0052880378225204734
leaf_weight=0.0013833168229690938 0.0019093045956905075 0.0010953720242698611 0.001527092038228736 0.0010187571348719776 0.0010236153892377183
leaf_count=1913 431 95 328 259 884
internal_value=0 -0.00467277 0.00204823 0.00532038 0.0113568
internal_weight=0 0.00247869 0.00547877 0.00395168 0.00293292
internal_count=3910 2008 1902 1574 1315
is_linear=0
shrinkage=0.1


Tree=9937
num_leaves=6
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split_feature=12 43 2 2 3
split_gain=1.72341e-05 2.34423e-05 3.60837e-05 4.65301e-05 2.80982e-05
threshold=0.10371500000000002 -0.057994999999999998 0.089785000000000018 0.10869000000000002 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=8.750598652801235e-06 -0.00024300129583766018 -0.00028410351227615066 0.00035029581803628463 -0.00012704300561246516 0.00041755552104511939
leaf_weight=0.0015614536688415199 0.0010080532519551591 0.0016745261805978882 0.0013391998019197445 0.0018976626762237066 0.0011030384008592071
leaf_count=1131 441 1019 481 393 445
internal_value=0 2.99023e-05 -5.04353e-05 7.04483e-05 0.000177986
internal_weight=0 0.00757588 0.00491139 0.00323686 0.00266449
internal_count=3910 3469 1893 874 1576
is_linear=0
shrinkage=0.00196078


Tree=9938
num_leaves=7
num_cat=0
split_feature=3 39 1 15 3 2
split_gain=1.31625e-05 2.09244e-05 2.3027e-05 2.89698e-05 3.12268e-05 2.33597e-05
threshold=0.13772500000000001 0.005105000000000001 0.11353000000000001 -1.0000000180025095e-35 -0.082139999999999977 0.090695000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-7.551976678962437e-05 0.0001854256545970663 0.00022098085276408519 -0.00034261159288297372 1.0533368823567845e-05 -0.00042857591401389874 0.00029718688929281241
leaf_weight=0.0012226489525861645 0.0012138863610035794 0.0010489546929002167 0.0010533480393630015 0.0014948348928276794 0.0010671491340799766 0.0013721008470280775
leaf_count=734 239 424 221 972 702 618
internal_value=0 -3.51648e-05 -7.84308e-05 -2.44675e-05 -0.00017237 0.000121567
internal_weight=0 0.00725904 0.00621008 0.00515673 0.00256198 0.00259475
internal_count=3910 3671 3247 3026 1674 1352
is_linear=0
shrinkage=0.00196078


Tree=9939
num_leaves=6
num_cat=0
split_feature=131 12 52 49 15
split_gain=1.56606e-05 2.11225e-05 3.69686e-05 2.79317e-05 2.8961e-05
threshold=0.077555000000000027 0.098845000000000016 0.091210000000000013 -0.047894999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00023861916843281725 -0.00023554890563535821 -0.00022812097410937227 0.0003551479158096809 -0.00026939984178649432 7.6683057997095662e-05
leaf_weight=0.00129479759711488 0.0010034268190539436 0.0010805237578549644 0.0013594545695248365 0.0018529845695036133 0.0018656018638385811
leaf_count=330 656 503 554 792 1075
internal_value=0 2.53774e-05 6.83584e-05 -9.40885e-06 -9.57713e-05
internal_weight=0 0.00745336 0.00637284 0.00501338 0.00371859
internal_count=3910 3254 2751 2197 1867
is_linear=0
shrinkage=0.00196078


Tree=9940
num_leaves=6
num_cat=0
split_feature=42 133 49 1 16
split_gain=7.1347e-06 1.73389e-05 3.29129e-05 2.16604e-05 2.94858e-05
threshold=0.091955000000000023 0.065880000000000008 -0.0057999999999999987 0.11198000000000001 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013252096952770735 -0.0073607858182141344 0.011753435781691621 -0.013102735113558472 0.014376135098410597 0.008021040912583528
leaf_weight=0.0016150216767498952 0.0011427508356508563 0.0012632226997488713 0.0011964531215660809 0.001281858523707382 0.0014759783547497599
leaf_count=415 843 920 842 269 621
internal_value=0 0.001176 -0.00122316 0.00368973 -0.00143612
internal_weight=0 0.00683253 0.00556931 0.00395429 0.00267243
internal_count=3910 3067 2147 1732 1463
is_linear=0
shrinkage=0.1


Tree=9941
num_leaves=6
num_cat=0
split_feature=49 3 15 3 13
split_gain=8.9544e-06 1.25721e-05 2.2931e-05 5.28964e-05 3.51199e-05
threshold=-0.047894999999999993 -0.089974999999999986 -0.017214999999999998 0.10223 -0.010384999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_value=0.0062679110692913298 -0.0097066926852351892 0.00785078118881854 -0.0042021394405705095 -0.02086357378178489 0.021614226780444317
leaf_weight=0.0017535543406572525 0.0015261884337790226 0.0013711210392277334 0.0010728622783280511 0.0012056838008653622 0.0010355648886453796
leaf_count=505 746 1073 976 219 391
internal_value=0 -0.00182408 0.000743638 -0.00558463 0.0084777
internal_weight=0 0.00621142 0.00468523 0.0025768 0.00210843
internal_count=3910 3405 2659 1292 1367
is_linear=0
shrinkage=0.1


Tree=9942
num_leaves=6
num_cat=0
split_feature=131 13 48 1 12
split_gain=1.18774e-05 2.00268e-05 3.97491e-05 5.51117e-05 2.67153e-05
threshold=0.078355000000000022 -0.09547499999999999 0.016865000000000002 0.11198000000000001 0.084575000000000025
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00019741302469822165 -0.00020451760785682819 -0.00015111108052091944 0.00018759486146597488 0.0002264926192250887 -0.00055262652031119698
leaf_weight=0.00185738128390402 0.0010239857321003454 0.0016818564790575961 0.0019849237569286087 0.0010472533073386998 0.0010256349819965066
leaf_count=413 650 545 535 229 1538
internal_value=0 2.04405e-05 -3.68285e-05 -0.000155469 -0.000303211
internal_weight=0 0.00759705 0.00573967 0.00375474 0.00270749
internal_count=3910 3260 2847 2312 2083
is_linear=0
shrinkage=0.00196078


Tree=9943
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=8.52773e-06 1.93656e-05 2.73566e-05 2.661e-05 4.1364e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.092424999999999993 -0.044329999999999987 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0099208903894335634 0.0076896181870833805 -0.014678087956418416 0.014611157247514179 0.0065455027798573514 -0.017677146396925757
leaf_weight=0.0012298090763657203 0.0012094582779816074 0.0016628687849570027 0.0010100493352352938 0.0015779372328053646 0.0012743184686173558
leaf_count=562 441 606 1013 713 575
internal_value=0 -0.00142811 -0.0039542 0.000662834 -0.00427659
internal_weight=0 0.00675498 0.00552517 0.00386231 0.00285226
internal_count=3910 3469 2907 2301 1288
is_linear=0
shrinkage=0.1


Tree=9944
num_leaves=6
num_cat=0
split_feature=1 12 49 12 3
split_gain=8.451e-06 2.7706e-05 2.36942e-05 2.3443e-05 5.69574e-05
threshold=0.085835000000000009 0.085185000000000025 -0.047309999999999998 0.090715000000000018 0.096385000000000012
decision_type=2 2 2 2 2
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leaf_value=-0.016300383995192829 0.014481169272392383 0.0034234930473881087 0.018215459741278445 -0.014546276523652294 -0.01078044067041012
leaf_weight=0.0011636518159502027 0.0012375838131722348 0.0018356086526077416 0.0013204482889694123 0.0010042456226311532 0.0013911970414279442
leaf_count=665 334 1535 560 543 273
internal_value=0 -0.00422897 0.00249693 -0.00149444 0.00333925
internal_weight=0 0.00299926 0.00495347 0.00371589 0.00271165
internal_count=3910 2200 1710 1376 833
is_linear=0
shrinkage=0.1


Tree=9945
num_leaves=6
num_cat=0
split_feature=15 16 0 47 2
split_gain=1.14285e-05 3.88068e-05 3.33739e-05 3.42493e-05 3.18675e-05
threshold=-0.16430499999999995 -0.30307999999999996 -0.10575999999999998 0.085165000000000018 0.093815000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.00017448683596655838 -0.00038518673342601744 0.00023580241469401886 -0.00036950406346386539 0.00022640410174717702 2.6865700000941741e-05
leaf_weight=0.0011766168481394546 0.0010355849604461575 0.001967209087809064 0.0016130385316917497 0.0010857769119234778 0.0015097428498405828
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internal_value=0 -3.39271e-05 2.49739e-05 -7.35738e-05 -0.000177875
internal_weight=0 0.00721135 0.00617577 0.00420856 0.00312278
internal_count=3910 3465 3161 2817 2499
is_linear=0
shrinkage=0.00196078


Tree=9946
num_leaves=8
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split_feature=11 2 52 4 16 4 48
split_gain=2.64774e-05 2.85039e-05 0.000103902 6.13945e-05 5.02221e-05 3.28401e-05 5.23053e-05
threshold=1.0000000180025095e-35 0.10946500000000002 0.086950000000000013 0.15045000000000003 -0.15168999999999996 -0.076854999999999993 0.082070000000000018
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 6 -8
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internal_value=0 3.25587e-05 -4.22811e-05 0.000218493 9.44797e-05 -2.23212e-05 -0.000156621
internal_weight=0 0.00787537 0.00561521 0.00226016 0.00444625 0.00338338 0.00228095
internal_count=3910 3606 2920 686 2052 1836 1161
is_linear=0
shrinkage=0.00196078


Tree=9947
num_leaves=7
num_cat=0
split_feature=15 52 2 12 43 1
split_gain=8.73514e-06 2.12426e-05 7.21151e-05 3.91929e-05 2.50303e-05 2.02434e-05
threshold=-0.16430499999999995 0.10433000000000002 0.10457000000000001 0.092150000000000024 -0.0037249999999999996 0.086560000000000012
decision_type=2 2 2 2 2 2
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internal_weight=0 0.0068594 0.005768 0.00429474 0.00318867 0.00203659
internal_count=3910 3465 2841 2268 1701 553
is_linear=0
shrinkage=0.1


Tree=9948
num_leaves=7
num_cat=0
split_feature=2 52 16 48 12 15
split_gain=1.00445e-05 4.02144e-05 2.90826e-05 2.23186e-05 2.04259e-05 9.71709e-06
threshold=0.10946500000000002 0.084240000000000023 -0.15168999999999996 0.08980500000000001 0.088325000000000015 -0.050004999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 5 -4
right_child=3 -3 4 -5 -6 -7
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leaf_weight=0.0010737898874895804 0.0013111779468374222 0.0013933046518398769 0.0010008263722395281 0.0010799579965331348 0.001022009582496485 0.0010652672493207645
leaf_count=265 552 1070 416 215 768 624
internal_value=0 -0.00237353 0.00254934 0.00537815 -0.00237995 -0.00809996
internal_weight=0 0.0055552 0.00416189 0.00239114 0.0030881 0.00206609
internal_count=3910 3143 2073 767 1808 1040
is_linear=0
shrinkage=0.1


Tree=9949
num_leaves=7
num_cat=0
split_feature=1 0 2 4 1 2
split_gain=1.63877e-05 3.38728e-05 2.23475e-05 2.81677e-05 3.65039e-05 3.2547e-05
threshold=1.0000000180025095e-35 -0.070894999999999986 0.11462500000000002 0.0057500000000000008 0.10801000000000001 0.084235000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.0004177948921281265 6.1576508594199438e-05 4.0413404203764901e-05 0.00025937937074414026 0.00040341158206285538 -8.0868170399293456e-05 -0.00043496503435087039
leaf_weight=0.001006565711191674 0.001004549931350091 0.0016162699136187989 0.0014808758203333381 0.0010330045509619969 0.0014224378940448743 0.0010257844390669532
leaf_count=1629 691 363 413 205 239 370
internal_value=0 -0.000135433 5.05277e-05 -1.84199e-05 0.000122868 -0.000189291
internal_weight=0 0.00262284 0.00596665 0.00448578 0.00245544 0.00203033
internal_count=3910 1992 1918 1505 444 1061
is_linear=0
shrinkage=0.00196078


Tree=9950
num_leaves=5
num_cat=0
split_feature=48 2 2 43
split_gain=8.41184e-06 2.69792e-05 2.72107e-05 3.93007e-05
threshold=0.093225000000000016 0.11260500000000001 0.092865000000000017 -0.0037249999999999996
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.010764413597471203 0.0064682583806488407 0.01214047345239933 -0.015519090366147896 0.010190409674657105
leaf_weight=0.0017241323871970912 0.0015879601442196556 0.0011573195796599194 0.0016150385174700521 0.0018611870758205374
leaf_count=1584 440 491 687 708
internal_value=0 -0.0016683 -0.00474139 0.000113514
internal_weight=0 0.00635768 0.00520036 0.00358532
internal_count=3910 3470 2979 2292
is_linear=0
shrinkage=0.1


Tree=9951
num_leaves=5
num_cat=0
split_feature=43 3 2 16
split_gain=9.8699e-06 1.94473e-05 1.59846e-05 2.543e-05
threshold=-0.049504999999999987 -0.075954999999999981 0.089910000000000004 -0.063614999999999991
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0019644053080986783 -0.01068263499838145 0.014909215213704145 0.0086018676103422152 -0.00893917259058148
leaf_weight=0.0017416449529789389 0.0016752265171271655 0.0011237427015787864 0.0019731493612355029 0.0014221945207162274
leaf_count=1259 1094 565 544 448
internal_value=0 0.00465306 -0.0026893 0.00125452
internal_weight=0 0.00286539 0.00507057 0.00339534
internal_count=3910 1824 2086 992
is_linear=0
shrinkage=0.1


Tree=9952
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 49 0
split_gain=3.39292e-05 2.58006e-05 4.87268e-05 4.29151e-05 5.80931e-05 3.2511e-05 3.99933e-05
threshold=1.0000000180025095e-35 -0.23438999999999996 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.010424999999999999 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00031839515606474844 -0.00034193911713300206 -0.00038988537815638736 0.00039099397820454245 -0.0004350003980655348 0.00040479610465598301 -0.00028075499925500191 0.0002284901763492235
leaf_weight=0.0011056622722270945 0.0010045982017972228 0.0011315794423028399 0.0010139700966111933 0.0010429753608276844 0.0010745532348958552 0.00102947098791065 0.0013981996620323043
leaf_count=200 304 289 406 345 513 164 1689
internal_value=0 4.09206e-05 -4.93279e-06 -7.56521e-05 5.22993e-06 -0.000115401 1.25411e-05
internal_weight=0 0.00779641 0.00669075 0.00567678 0.0046338 0.00355925 0.00242767
internal_count=3910 3606 3406 3000 2655 2142 1853
is_linear=0
shrinkage=0.00196078


Tree=9953
num_leaves=7
num_cat=0
split_feature=13 160 13 16 16 1
split_gain=1.39869e-05 3.31844e-05 2.99483e-05 6.43059e-05 4.31972e-05 2.81003e-05
threshold=-0.083514999999999992 -0.081669999999999979 0.083175000000000013 0.025915000000000004 -0.079209999999999989 0.08844500000000001
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-6.9792762338932675e-05 0.00026228969504611785 -0.0002647038664945774 0.00012771914096162772 -0.00063759681854069002 0.0002446836188790153 0.00033417103098182732
leaf_weight=0.0014503775189798308 0.0010422329026529538 0.0015488205625420073 0.00134412572969071 0.0010021937437991479 0.0010908616073055618 0.0012180236947803922
leaf_count=803 460 758 361 487 631 410
internal_value=0 -5.59071e-05 -0.00012242 -0.000214741 -5.4197e-05 0.000114601
internal_weight=0 0.00602823 0.004986 0.00364188 0.00263968 0.0026684
internal_count=3910 2697 2237 1876 1389 1213
is_linear=0
shrinkage=0.00196078


Tree=9954
num_leaves=7
num_cat=0
split_feature=131 159 160 52 15 43
split_gain=1.61614e-05 2.24579e-05 3.36464e-05 5.00673e-05 4.28438e-05 6.28114e-05
threshold=0.078355000000000022 0.073745000000000019 0.069910000000000014 -0.0066199999999999991 -0.10192499999999999 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00047120473315961057 -0.00023578312738537269 0.00029685629141977185 0.00028568002232235893 -0.00027184763641455916 -0.00025348958516270656 0.00034748183320722849
leaf_weight=0.0010189400484054414 0.0010115199402265544 0.001032621677321436 0.0011808399541368853 0.0013989671565429579 0.0010109636964629287 0.0019746267024223834
leaf_count=622 650 550 295 322 800 671
internal_value=0 2.80066e-05 -1.4157e-05 -7.96812e-05 1.13061e-05 0.000143984
internal_weight=0 0.00761696 0.00658434 0.0054035 0.00438456 0.00298559
internal_count=3910 3260 2710 2415 1793 1471
is_linear=0
shrinkage=0.00196078


Tree=9955
num_leaves=6
num_cat=0
split_feature=43 15 13 15 15
split_gain=7.97725e-06 1.80772e-05 1.40727e-05 3.17345e-05 1.76846e-05
threshold=-0.049504999999999987 -0.052074999999999989 -0.09547499999999999 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.014357354284315735 0.0050422826764985997 -0.0019973021845532935 -0.0088771432630021414 -0.019785831838605453 0.0088367287988159772
leaf_weight=0.0010847779858780765 0.0016893293579842098 0.0017928259469412733 0.001042178963853801 0.0011336447654579514 0.0012273138110403974
leaf_count=860 401 964 262 1096 327
internal_value=0 0.00416796 -0.0024189 -0.00612266 0.000702301
internal_weight=0 0.0028776 0.00509247 0.00340314 0.00226949
internal_count=3910 1824 2086 1685 589
is_linear=0
shrinkage=0.1


Tree=9956
num_leaves=7
num_cat=0
split_feature=0 3 15 1 0 4
split_gain=1.20627e-05 3.57241e-05 2.4853e-05 2.92893e-05 6.65777e-05 2.06366e-05
threshold=-0.060094999999999989 -0.089974999999999986 0.041585000000000004 0.094485000000000013 -0.15007499999999999 -0.23071499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=-0.00038517322171753544 -5.3342945527782581e-05 -0.00026348331754781997 0.00028212629627497759 -0.00021690530561691444 0.00045803330534438183 0.00029939077542986698
leaf_weight=0.0010260248878422567 0.0013906964130373811 0.0015584224264850849 0.0010653078648523127 0.0012539296251516938 0.0010181422724801709 0.0011776919348361566
leaf_count=585 298 1033 1007 155 424 408
internal_value=0 -5.25016e-05 1.72172e-05 -5.64573e-05 8.55427e-05 0.000108397
internal_weight=0 0.00592183 0.0048958 0.00383049 0.00227207 0.00256839
internal_count=3910 3204 2619 1612 579 706
is_linear=0
shrinkage=0.00196078


Tree=9957
num_leaves=6
num_cat=0
split_feature=42 0 49 12 0
split_gain=8.2756e-06 1.80752e-05 2.9079e-05 4.58294e-05 2.55678e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.0057999999999999987 0.086865000000000012 -0.12329499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011959667350395976 -0.0079294463743573781 0.011245505996054811 0.0051174398515744218 0.019951693479955519 -0.015365723668961929
leaf_weight=0.0017530958059648548 0.0011394321635294627 0.0014362918132000517 0.001363941082125124 0.0011767995692480702 0.0011015595118087675
leaf_count=616 843 364 258 1109 720
internal_value=0 0.00127614 -0.00137778 0.00371545 -0.00403422
internal_weight=0 0.00683169 0.0053954 0.0036423 0.0024655
internal_count=3910 3067 2703 2087 978
is_linear=0
shrinkage=0.1


Tree=9958
num_leaves=7
num_cat=0
split_feature=12 2 4 52 49 16
split_gain=8.82569e-06 2.13819e-05 4.79379e-05 3.40926e-05 4.12909e-05 3.48868e-05
threshold=0.10129000000000001 0.086650000000000019 -0.0010999999999999996 0.091210000000000013 -0.047894999999999993 -0.110495
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0062714868264119169 -0.008437601733927963 0.016781151801773902 -0.02218050383171501 0.019795978292823323 0.0054562767906592164 -0.019416598541212832
leaf_weight=0.0013368102520280808 0.0010804860080579938 0.0010208411014751865 0.0010631214999921822 0.00119891941699323 0.001086547817800144 0.0011723458839617616
leaf_count=1127 514 263 353 490 271 892
internal_value=0 0.00128419 -0.00633217 0.0053655 9.0381e-05 -0.00745253
internal_weight=0 0.00687859 0.00239993 0.00447865 0.00327973 0.00225889
internal_count=3910 3396 1480 1916 1426 1163
is_linear=0
shrinkage=0.1


Tree=9959
num_leaves=7
num_cat=0
split_feature=1 12 2 151 3 12
split_gain=1.42702e-05 2.02327e-05 2.76434e-05 4.09703e-05 2.99411e-05 1.71503e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.075954999999999981 0.085665000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.00041214203011293466 0.00020780859513191508 -0.00026761285604187391 -0.00021133351704809796 0.00011399392735716532 6.2638365954038414e-05 0.00042408453854322485
leaf_weight=0.0010240112460254023 0.0010772679644811102 0.0011926940539396091 0.0011494354971094229 0.0019301807027333924 0.0010186869759250677 0.0010635925956514912
leaf_count=1062 331 522 404 482 296 813
internal_value=0 -3.3779e-05 1.13061e-05 0.000103342 -0.000175371 0.000224159
internal_weight=0 0.0073786 0.00618591 0.00414321 0.0020427 0.00299377
internal_count=3910 3579 3057 1699 1358 1295
is_linear=0
shrinkage=0.00196078


Tree=9960
num_leaves=7
num_cat=0
split_feature=52 13 2 52 1 3
split_gain=9.09172e-06 1.74125e-05 2.53949e-05 2.0941e-05 1.8889e-05 2.74537e-05
threshold=0.11401500000000002 -0.083514999999999992 0.099990000000000009 -0.091329999999999981 0.096035000000000023 -0.040669999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.0022044752178681662 -0.0086885961277828622 0.0087809895244864346 0.019487049539804752 -0.01228321827205598 -0.015592242129704489 0.010420069626152009
leaf_weight=0.0010706552936345802 0.0010531801429315701 0.0012871327861678399 0.0010883587682635192 0.0010141248243181599 0.001315293344218032 0.0011218176668474648
leaf_count=778 647 608 233 1064 408 172
internal_value=0 0.00128676 0.00873022 -0.00210481 -0.00616465 -0.000359232
internal_weight=0 0.00689738 0.00215901 0.00473837 0.00345124 0.00213594
internal_count=3910 3263 1011 2252 1644 1236
is_linear=0
shrinkage=0.1


Tree=9961
num_leaves=5
num_cat=0
split_feature=13 16 16 15
split_gain=9.82007e-06 2.7302e-05 2.2172e-05 2.87427e-05
threshold=0.11202500000000001 0.15100500000000003 -0.19424999999999998 -0.0063699999999999989
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0070335395770572962 0.0085286484304108578 -0.01393213748362397 -0.0015725315180265256 0.016633571007086633
leaf_weight=0.0018748163010449456 0.0011467016429209907 0.0013976123245966737 0.0019729674576271575 0.0015471423577410812
leaf_count=517 288 565 1130 1410
internal_value=0 -0.00147609 0.00175078 0.00642933
internal_weight=0 0.00679254 0.00539493 0.00352011
internal_count=3910 3622 3057 2540
is_linear=0
shrinkage=0.1


Tree=9962
num_leaves=7
num_cat=0
split_feature=1 12 4 151 16 43
split_gain=8.97911e-06 2.23864e-05 3.2707e-05 2.22475e-05 5.69762e-05 1.78513e-05
threshold=0.10305000000000002 0.051320000000000005 0.11205000000000001 -0.0074049999999999993 -0.089864999999999987 -0.078454999999999983
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.010080093808724606 0.023186807505115922 -0.0068657876491275876 -0.0022984737143763065 -0.025922443043013322 0.011214315938010932 -0.0055104185116287814
leaf_weight=0.001046220434406186 0.0010097667814966721 0.0011804477445853901 0.0010045372126635858 0.0010670791457914864 0.0010970722812621756 0.0015257539130381836
leaf_count=470 253 340 337 639 620 1251
internal_value=0 0.00406907 0.0104772 -0.0027913 -0.0064408 0.00148518
internal_weight=0 0.00319475 0.0020143 0.00473613 0.00368991 0.00262283
internal_count=3910 930 590 2980 2510 1871
is_linear=0
shrinkage=0.1


Tree=9963
num_leaves=6
num_cat=0
split_feature=51 160 49 13 1
split_gain=1.31585e-05 1.99217e-05 1.94347e-05 4.49648e-05 5.08056e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.010625000000000001 -0.083514999999999992 0.090820000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.00018159354133252668 -0.0002554374487721308 0.0002093473617496743 0.00025833486020134823 4.7341941786572698e-05 -0.00045575437650215541
leaf_weight=0.0012599904962103999 0.0012992659102616664 0.0017858735512243018 0.0010240358441855439 0.0017007829815003919 0.0014127994120810847
leaf_count=515 1009 590 377 908 511
internal_value=0 -3.55599e-05 1.26684e-05 -3.86784e-05 -0.00018094
internal_weight=0 0.00722276 0.00592349 0.00489946 0.00311358
internal_count=3910 3395 2386 2009 1419
is_linear=0
shrinkage=0.00196078


Tree=9964
num_leaves=6
num_cat=0
split_feature=4 160 0 15 15
split_gain=8.65941e-06 1.48162e-05 3.46903e-05 3.44135e-05 4.83245e-05
threshold=0.24280000000000004 -0.026849999999999995 -0.14136999999999997 -0.053579999999999996 0.085120000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
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leaf_weight=0.0011698217403360283 0.0017969747940375603 0.0011419288849243334 0.0010132275160477143 0.001766071904845126 0.0010378444852125932
leaf_count=923 549 216 622 688 912
internal_value=0 -0.00181761 -0.00420563 0.000368983 -0.00533878
internal_weight=0 0.00612889 0.00495907 0.00381714 0.00280392
internal_count=3910 3361 2438 2222 1600
is_linear=0
shrinkage=0.1


Tree=9965
num_leaves=7
num_cat=0
split_feature=131 0 4 150 15 4
split_gain=1.76373e-05 2.55559e-05 3.2962e-05 3.21175e-05 2.51808e-05 2.01767e-05
threshold=0.078355000000000022 -0.060094999999999989 -0.34687499999999999 0.082965000000000025 -0.0089749999999999986 0.25367000000000006
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010168466299954684 0.0010093593012806034 0.0011702699960362811 0.0010845815928595594 0.0013118934673824008 0.0016687521104422317 0.0013601493317661887
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internal_value=0 2.57342e-05 0.000200856 -4.79686e-05 -0.000134418 -0.000264031
internal_weight=0 0.00761249 0.00225485 0.00535764 0.00404575 0.002377
internal_count=3910 3260 599 2661 2298 1045
is_linear=0
shrinkage=0.00196078


Tree=9966
num_leaves=8
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split_feature=50 4 12 51 3 3 12
split_gain=2.27869e-05 3.46314e-05 2.98623e-05 5.13912e-05 4.17115e-05 3.53701e-05 2.99422e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.084249999999999978 0.096385000000000012 -0.10628499999999998 0.085775000000000004
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00031012416127179773 -0.00027598784403702582 0.00036350309713979826 -0.00035675986831011365 0.00031939197574489204 0.00045522540666579942 9.9736287961649434e-05 -0.00036319859667629405
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leaf_count=301 747 396 489 242 116 402 1217
internal_value=0 3.65695e-05 -1.7631e-05 4.32693e-05 0.000135856 1.99428e-05 -0.000122934
internal_weight=0 0.00751393 0.00644538 0.00533465 0.00433201 0.00317841 0.00215175
internal_count=3910 3163 2767 2466 1977 1861 1619
is_linear=0
shrinkage=0.00196078


Tree=9967
num_leaves=6
num_cat=0
split_feature=52 13 13 16 16
split_gain=8.16316e-06 1.81657e-05 1.67055e-05 3.25598e-05 6.92473e-05
threshold=0.11401500000000002 -0.090744999999999978 0.076210000000000014 0.050115000000000007 -0.070594999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0095565974283353741 -0.0082493667581253483 -0.011897673344775744 0.0083371309841953449 -0.020503983350062108 0.020685907905667593
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leaf_count=520 647 1076 373 519 775
internal_value=0 0.0012203 -0.00194373 -0.00519857 0.000411739
internal_weight=0 0.00688713 0.00499231 0.00379184 0.00277474
internal_count=3910 3263 2743 2370 1851
is_linear=0
shrinkage=0.1


Tree=9968
num_leaves=7
num_cat=0
split_feature=11 16 2 16 4 4
split_gain=3.14615e-05 2.66037e-05 4.02266e-05 5.08158e-05 3.10677e-05 4.79051e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.16388500000000003 0.0057500000000000008 -0.076854999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00032410220236107239 -0.00041259648449579585 0.0001500817104291109 0.0002569151968046368 -0.00042755165402049014 0.00029983567097656693 -0.00039555858071199532
leaf_weight=0.0011209211441519226 0.0010095882996161371 0.0013912460188935433 0.0017571892966614967 0.0012638787354126062 0.0011238735680495476 0.0011139507040330177
leaf_count=371 304 954 585 316 299 1081
internal_value=0 -4.46622e-05 2.43911e-06 -8.89501e-05 2.8973e-05 -9.25405e-05
internal_weight=0 0.00777106 0.00665014 0.00489295 0.00362907 0.0025052
internal_count=3910 3606 3235 2650 2334 2035
is_linear=0
shrinkage=0.00196078


Tree=9969
num_leaves=7
num_cat=0
split_feature=1 4 150 16 13 16
split_gain=1.08272e-05 2.95906e-05 2.09212e-05 4.11459e-05 2.06322e-05 1.75488e-05
threshold=0.076710000000000014 -0.083329999999999987 0.082085000000000019 -0.30307999999999996 -0.0024749999999999993 -0.006474999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=6.8139576816681854e-05 -0.00037201887339676599 -0.00035526620543223153 0.00025765742405509367 0.00026233758200659832 -0.00022784477134238175 0.00013601404520580533
leaf_weight=0.0014727601153738672 0.0010159248537629203 0.0011150798100220765 0.0012960201979296459 0.0013819776572691991 0.0010310285881742383 0.0010076992744656173
leaf_count=454 274 1554 362 753 187 326
internal_value=0 -0.000114303 3.84948e-05 -2.55265e-05 7.73792e-05 -4.79972e-05
internal_weight=0 0.00258784 0.00573265 0.00443663 0.00342071 0.00203873
internal_count=3910 2008 1902 1540 1266 513
is_linear=0
shrinkage=0.00196078


Tree=9970
num_leaves=6
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split_feature=1 4 150 16 13
split_gain=7.59496e-06 2.89117e-05 1.48836e-05 3.02067e-05 2.16576e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 0.082085000000000019 -0.27337499999999998 -0.0024749999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0046179084859782104 -0.015832982011363513 -0.017404832099651955 0.011635413257212972 0.013889218380439628 -0.0027760604404415854
leaf_weight=0.001400039468104473 0.0010228919617922983 0.0010381398324866037 0.0012307042365850797 0.0012969701149566585 0.0019556205487854797
leaf_count=440 280 1552 362 754 522
internal_value=0 -0.00475904 0.00194496 -0.000844454 0.00386922
internal_weight=0 0.00243818 0.00550619 0.00427548 0.00325259
internal_count=3910 1992 1918 1556 1276
is_linear=0
shrinkage=0.1


Tree=9971
num_leaves=6
num_cat=0
split_feature=160 42 15 42 0
split_gain=1.74151e-05 4.09121e-05 2.45284e-05 3.79049e-05 5.80297e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 0.083970000000000017 -0.15517999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00017752441410434476 -0.00029428289561049531 -0.0001272757604788427 0.00035874131491585006 -0.00022384826606940025 0.00042907803660566045
leaf_weight=0.0018556384125122359 0.0011780400256577606 0.001357188171258159 0.0011812219629851132 0.0014100896437283794 0.0015371551576207033
leaf_count=1218 882 152 642 552 464
internal_value=0 3.72545e-05 0.000108452 3.97674e-05 0.000168198
internal_weight=0 0.00666369 0.00548565 0.00430443 0.00289434
internal_count=3910 2692 1810 1168 616
is_linear=0
shrinkage=0.00196078


Tree=9972
num_leaves=6
num_cat=0
split_feature=11 2 52 2 1
split_gain=3.74416e-05 2.83293e-05 3.18383e-05 2.62794e-05 2.25954e-05
threshold=1.0000000180025095e-35 0.089785000000000018 -0.048794999999999991 0.10393500000000001 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00025885321167610576 -0.00036558288629989452 0.00035916579689576682 0.00025409017577419164 -0.00012436709377468462 7.1642997828717957e-05
leaf_weight=0.0017271467335730443 0.0010135143679031464 0.0015792420214782157 0.0011199041278137189 0.0019059206666835796 0.0014741570153108308
leaf_count=1553 304 571 513 514 455
internal_value=0 3.50058e-05 0.00013349 1.57057e-05 -0.000106664
internal_weight=0 0.00780637 0.00460507 0.00302582 0.0032013
internal_count=3910 3606 1598 1027 2008
is_linear=0
shrinkage=0.00196078


Tree=9973
num_leaves=6
num_cat=0
split_feature=4 2 0 42 3
split_gain=9.08784e-06 1.44308e-05 2.12769e-05 2.79454e-05 4.28063e-05
threshold=0.24280000000000004 0.106285 -0.029849999999999998 0.085195000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.021819640333774093 0.0061221111399820602 0.0066235977214571104 -0.016550825847161939 0.012824805419623223 0.0047582855708905641
leaf_weight=0.0010611727035254846 0.0018057127417364016 0.0014895206450707098 0.0011409930180316897 0.0010505689162407239 0.0014127505726694862
leaf_count=1247 549 549 228 1146 191
internal_value=0 -0.00194593 -0.00468186 -0.000839495 -0.00664214
internal_weight=0 0.00615501 0.00466549 0.00352449 0.00247392
internal_count=3910 3361 2812 2584 1438
is_linear=0
shrinkage=0.1


Tree=9974
num_leaves=7
num_cat=0
split_feature=50 4 12 12 51 16
split_gain=1.44097e-05 2.99822e-05 2.27139e-05 3.25985e-05 3.04086e-05 4.00831e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 0.098845000000000016 -0.0093849999999999992 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00028135449263595697 -0.00022426864275530716 0.00033350631265138136 -0.0001927062646179956 -0.00028894964208002477 7.3630101741139017e-06 0.00044741755511587956
leaf_weight=0.0010979796593302976 0.001006866891450831 0.0010452624555873837 0.001014997562092541 0.0010053837106093061 0.0018555124734105579 0.0013934345996119116
leaf_count=301 747 396 517 412 889 648
internal_value=0 2.57249e-05 -2.48007e-05 2.86578e-05 0.000103546 0.000196097
internal_weight=0 0.00741257 0.00636731 0.00526933 0.00426394 0.00324895
internal_count=3910 3163 2767 2466 2054 1537
is_linear=0
shrinkage=0.00196078


Tree=9975
num_leaves=6
num_cat=0
split_feature=42 0 49 12 0
split_gain=8.64211e-06 2.00294e-05 2.80323e-05 3.75936e-05 2.26672e-05
threshold=0.091955000000000023 -0.017269999999999997 -0.0057999999999999987 0.086865000000000012 -0.12329499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.01195906158409398 -0.0081556849228469914 0.011752713471720405 0.005046182530824013 0.018183745847013055 -0.014254475330265038
leaf_weight=0.0017482836726391386 0.0011424891487966321 0.0014321538402002872 0.0013632902879749337 0.0011730333275249603 0.0010990279766140943
leaf_count=616 843 364 258 1109 720
internal_value=0 0.00124231 -0.00155366 0.00345042 -0.00356845
internal_weight=0 0.00681579 0.00538364 0.00363535 0.00246232
internal_count=3910 3067 2703 2087 978
is_linear=0
shrinkage=0.1


Tree=9976
num_leaves=6
num_cat=0
split_feature=12 3 4 1 4
split_gain=8.94042e-06 3.31689e-05 2.72966e-05 2.50939e-05 8.32862e-05
threshold=0.086935000000000012 -0.016619999999999996 0.08734500000000002 0.094485000000000013 0.074650000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -5
right_child=2 3 -4 4 -6
leaf_value=0.015839318121679949 -0.011506209112462872 -0.013462310089203408 0.0084929423350694477 0.025328811280823201 -0.013127890224044007
leaf_weight=0.0013557814490273903 0.0019267512254322566 0.001323692032960109 0.0010568019166221853 0.0010079236391066834 0.0012762160916289043
leaf_count=1009 1791 278 270 257 305
internal_value=0 0.00250426 -0.00442233 -0.0025069 0.00384192
internal_weight=0 0.00496361 0.00298355 0.00360783 0.00228414
internal_count=3910 1849 2061 840 562
is_linear=0
shrinkage=0.1


Tree=9977
num_leaves=6
num_cat=0
split_feature=12 1 16 2 12
split_gain=8.12044e-06 2.87923e-05 6.36173e-05 2.775e-05 2.71084e-05
threshold=0.051320000000000005 0.094485000000000013 -0.091624999999999984 0.08400500000000001 0.093375000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.0069301060746477837 -0.014589977336560936 -0.0087623664450467414 0.024243011156540678 0.012577205742992929 -0.0085961191462830717
leaf_weight=0.0016985479927412129 0.001403371740415639 0.0010215326131702842 0.0013634465448639098 0.0013444106077308343 0.0010989672686448904
leaf_count=351 882 322 378 1255 722
internal_value=0 0.00301991 0.0101062 -0.00338288 0.003054
internal_weight=0 0.00408353 0.00238498 0.00384675 0.00244338
internal_count=3910 1051 700 2859 1977
is_linear=0
shrinkage=0.1


Tree=9978
num_leaves=6
num_cat=0
split_feature=4 1 3 52 43
split_gain=8.80557e-06 1.60465e-05 2.61237e-05 2.61931e-05 3.32402e-05
threshold=0.24280000000000004 0.11215000000000001 0.090325000000000003 -0.0025949999999999997 -0.0037249999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014214750176801655 0.0060595849154673649 -0.011601786522352591 0.013460352802393841 -0.0099605065683809335 0.014858896502257569
leaf_weight=0.0013919531720026981 0.0018053131593971858 0.0013306476867532098 0.0012174636394271256 0.0010054258276516602 0.0011647110824340836
leaf_count=1135 549 290 186 1105 645
internal_value=0 -0.00188945 0.00081451 -0.00350763 0.00336005
internal_weight=0 0.0061102 0.00477955 0.00356209 0.00217014
internal_count=3910 3361 3071 2885 1750
is_linear=0
shrinkage=0.1


Tree=9979
num_leaves=7
num_cat=0
split_feature=1 457 4 2 2 3
split_gain=1.09781e-05 2.17094e-05 2.36514e-05 4.37099e-05 4.14619e-05 1.87957e-05
threshold=0.12864500000000004 0.069705000000000003 -0.083329999999999987 0.091025000000000009 0.113945 -0.089974999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00011286984322020919 0.00018100139026663419 0.00021217193098319544 -0.0004021852922639626 0.00026810867478375928 -0.00027313948876593478 0.00024997462419876437
leaf_weight=0.0010216209030136417 0.0010442898706499873 0.0011593176003787484 0.0017520152118126169 0.0011570733565983992 0.0010272297352046393 0.0011861541680343057
leaf_count=445 331 313 1417 693 350 361
internal_value=0 -3.39317e-05 -8.03686e-05 -0.000171478 1.35716e-05 8.20728e-05
internal_weight=0 0.00730341 0.00614409 0.00393632 0.0021843 0.00220778
internal_count=3910 3579 3266 2460 1043 806
is_linear=0
shrinkage=0.00196078


Tree=9980
num_leaves=7
num_cat=0
split_feature=50 4 12 51 3 12
split_gain=1.52307e-05 2.5053e-05 2.42502e-05 3.20352e-05 3.79096e-05 2.43756e-05
threshold=0.07992500000000001 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.096385000000000012 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00028906850868507791 -0.00023205996404822234 0.00030802086228851007 -0.00026369910691119224 0.00015116169204594737 0.00042693650720539243 -0.00020654891299808794
leaf_weight=0.0010762744201331222 0.0010042939145473197 0.0010354574483508842 0.0010941345994935304 0.0017359352650964778 0.0010914951787074118 0.0012669389317295572
leaf_count=297 755 396 590 619 105 1148
internal_value=0 2.5482e-05 -2.12167e-05 3.43449e-05 0.000113991 2.40454e-07
internal_weight=0 0.00730024 0.00626478 0.0051885 0.00409437 0.00300287
internal_count=3910 3155 2759 2462 1872 1767
is_linear=0
shrinkage=0.00196078


Tree=9981
num_leaves=6
num_cat=0
split_feature=50 42 43 48 4
split_gain=1.99009e-05 2.66254e-05 3.2735e-05 3.66242e-05 5.09018e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.044024999999999988 0.086125000000000021 -0.06272999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00024459022700891453 -0.00026473229596643853 0.00029412670872474553 -0.00022961096895026374 -0.00027146706130737 0.00030567152234660763
leaf_weight=0.0011507444278426957 0.0010019845813724589 0.0019084380912405986 0.0010730676169365583 0.0014272488413447481 0.0018789879146455528
leaf_count=867 731 1056 560 238 458
internal_value=0 2.96264e-05 7.98119e-05 -1.35834e-05 0.000111097
internal_weight=0 0.00743849 0.00628774 0.0043793 0.00295206
internal_count=3910 3179 2312 1256 1018
is_linear=0
shrinkage=0.00196078


Tree=9982
num_leaves=6
num_cat=0
split_feature=42 0 2 160 0
split_gain=1.38892e-05 2.60595e-05 3.37126e-05 2.951e-05 3.27539e-05
threshold=0.091955000000000023 -0.017269999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00029558662569612536 -0.00019365816571221037 0.00025634285168437077 -0.00021321976779569042 -2.2134664350257815e-05 0.0003753895778078439
leaf_weight=0.0013937009345183632 0.0012411193726741664 0.0015512215037110574 0.0011664361515893 0.0018356944521353276 0.0014081867207329187
leaf_count=560 843 364 739 296 1108
internal_value=0 3.05856e-05 -2.97519e-05 5.42543e-05 0.000150433
internal_weight=0 0.00735524 0.00580402 0.00441032 0.00324388
internal_count=3910 3067 2703 2143 1404
is_linear=0
shrinkage=0.00196078


Tree=9983
num_leaves=7
num_cat=0
split_feature=50 484 42 43 4 16
split_gain=1.96134e-05 2.2049e-05 2.55889e-05 4.65812e-05 2.31722e-05 4.97691e-05
threshold=0.08568000000000002 0.073820000000000011 -1.0000000180025095e-35 -0.074254999999999988 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.00028483868128344252 -0.00026049012676565428 0.0002923470739492097 0.00032291292125122484 -0.00025023113590017611 -0.00022780584108362425 0.00036121149051755508
leaf_weight=0.0011019157188461338 0.0010112263876930509 0.0010612990180719848 0.0016092591175907891 0.0016474650617233039 0.0011404557071073927 0.0010680091493410267
leaf_count=815 727 441 715 791 245 176
internal_value=0 3.01213e-05 -1.22565e-05 4.27027e-05 -7.42421e-05 5.70418e-05
internal_weight=0 0.0076284 0.0065671 0.00546519 0.00385593 0.00220846
internal_count=3910 3183 2742 1927 1212 421
is_linear=0
shrinkage=0.00196078


Tree=9984
num_leaves=6
num_cat=0
split_feature=43 3 150 1 43
split_gain=9.16755e-06 2.19045e-05 1.46062e-05 1.68061e-05 2.68823e-05
threshold=-0.049504999999999987 -0.075954999999999981 0.083205000000000015 0.10521500000000002 0.0016850000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_weight=0.0017496213909328413 0.0013199695122854285 0.001119323417554834 0.0010230816148517289 0.0016015068930884582 0.0011408741316831547
leaf_count=1259 914 565 221 371 580
internal_value=0 0.0044376 -0.00263216 -0.00532166 -0.0105105
internal_weight=0 0.00286894 0.00508543 0.00406235 0.00246084
internal_count=3910 1824 2086 1865 1494
is_linear=0
shrinkage=0.1


Tree=9985
num_leaves=7
num_cat=0
split_feature=51 484 49 3 2 0
split_gain=8.10949e-06 2.13816e-05 1.66213e-05 2.27913e-05 3.30975e-05 2.3335e-05
threshold=0.08955500000000001 0.06242000000000001 -0.042499999999999989 -0.089974999999999986 0.10393500000000001 -0.07773999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
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leaf_weight=0.0013494339375909915 0.0011238681742542517 0.0010021780299113202 0.001132131414220576 0.0012039476786835344 0.0010423813818117491 0.0010919452035851888
leaf_count=350 487 475 573 1181 420 424
internal_value=0 0.00122215 -0.00110102 -0.00403717 0.000120964 0.00683021
internal_weight=0 0.00682202 0.00581984 0.00447041 0.00333827 0.00229589
internal_count=3910 3423 2948 2598 2025 1605
is_linear=0
shrinkage=0.1


Tree=9986
num_leaves=7
num_cat=0
split_feature=49 47 15 2 1 4
split_gain=1.08385e-05 3.2135e-05 5.24728e-05 3.12929e-05 3.36155e-05 2.66474e-05
threshold=0.10228500000000001 0.09252500000000001 -0.09547499999999999 0.11005500000000001 0.081005000000000008 -0.10647999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00037805341010322188 0.00019137669457852324 -0.00031113128196564178 -0.00021557626365417329 0.00022906963427778534 -0.00037892630372992969 0.00021351208768885337
leaf_weight=0.0013260586277468612 0.0010032329597070237 0.0012588783254604968 0.0010918271190359426 0.0010911381058151151 0.0014702260235105518 0.0011347783585321648
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internal_value=0 -2.58513e-05 3.28878e-05 -6.2708e-05 -0.000148828 3.10647e-06
internal_weight=0 0.00737291 0.00611403 0.00478797 0.00369683 0.00222661
internal_count=3910 3496 3193 2676 2330 1439
is_linear=0
shrinkage=0.00196078


Tree=9987
num_leaves=6
num_cat=0
split_feature=4 1 3 52 43
split_gain=8.01426e-06 1.60969e-05 2.23236e-05 2.52944e-05 2.86816e-05
threshold=0.24280000000000004 0.11215000000000001 0.090325000000000003 -0.0025949999999999997 -0.0037249999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.013591940127480934 0.0057749157732934348 -0.01148778431078909 0.012602658826102835 -0.0087199628138469164 0.014297284347648554
leaf_weight=0.0013936803809721809 0.0018130210127892364 0.0013386843927341852 0.0012186296763811392 0.001006536256032268 0.0011714405503023399
leaf_count=1135 549 290 186 1105 645
internal_value=0 -0.00179343 0.000915731 -0.00307178 0.00366003
internal_weight=0 0.00612897 0.00479029 0.00357166 0.00217798
internal_count=3910 3361 3071 2885 1750
is_linear=0
shrinkage=0.1


Tree=9988
num_leaves=6
num_cat=0
split_feature=43 43 48 0 12
split_gain=9.31241e-06 1.66621e-05 1.39498e-05 3.54367e-05 2.72479e-05
threshold=-0.049504999999999987 -0.093039999999999984 0.086125000000000021 -0.15291499999999997 0.086765000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0023014749450124211 0.01669409047478022 0.013052670614177095 -0.010554979852902031 -0.016034293243270055 0.0047829338796709251
leaf_weight=0.0015959332563749559 0.0010068709494404403 0.0012685626888424631 0.0015456945697883565 0.001243190129470482 0.0012722018667691605
leaf_count=602 175 1222 359 624 928
internal_value=0 0.00449822 -0.00263514 0.000840362 -0.00550563
internal_weight=0 0.0028645 0.00506796 0.00352226 0.00251539
internal_count=3910 1824 2086 1727 1552
is_linear=0
shrinkage=0.1


Tree=9989
num_leaves=6
num_cat=0
split_feature=160 42 43 2 15
split_gain=2.61106e-05 4.70661e-05 3.61091e-05 4.17089e-05 3.74582e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.089910000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00021168929334093714 -0.00030137977321961399 0.0003630018041907292 -0.00028885807820376488 0.00033765090575598329 -0.00011597307189363228
leaf_weight=0.001932182696847618 0.0012346264860359796 0.001673938284043771 0.0011847109481579188 0.0016763478920661214 0.0012014736706028942
leaf_count=1218 882 604 559 323 324
internal_value=0 4.59066e-05 0.000120651 2.07921e-05 0.000148266
internal_weight=0 0.0069711 0.00573647 0.00406253 0.00287782
internal_count=3910 2692 1810 1206 647
is_linear=0
shrinkage=0.00196078


Tree=9990
num_leaves=6
num_cat=0
split_feature=13 16 12 0 2
split_gain=9.38232e-06 2.35213e-05 3.29622e-05 3.79448e-05 1.38582e-05
threshold=0.11202500000000001 0.10994000000000002 0.086935000000000012 -0.14136999999999997 0.10836000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0054818176405595134 0.0083258489953570557 -0.01240603016517965 -0.011005566003396602 0.018373856956090461 -0.01041359315142751
leaf_weight=0.0011847054285269235 0.0011418542833259143 0.0015255213038334473 0.0014729698758090379 0.0015936271664613757 0.0010213234024421666
leaf_count=240 288 607 1483 1158 134
internal_value=0 -0.00147051 0.00169345 0.00661633 -0.00187727
internal_weight=0 0.00679815 0.00527263 0.00379966 0.00220603
internal_count=3910 3622 3015 1532 374
is_linear=0
shrinkage=0.1


Tree=9991
num_leaves=6
num_cat=0
split_feature=1 12 2 151 52
split_gain=8.48093e-06 1.87851e-05 2.79388e-05 4.31964e-05 1.43524e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0089221213989797935 0.0085372984786730843 -0.013208280429199321 -0.011205720048814869 0.0036951833867737097 0.0182172452146168
leaf_weight=0.0019127751682078628 0.0010033122121776905 0.0011120168295859221 0.0010771376653400948 0.0011443355381425874 0.0016792465329157362
leaf_count=1358 331 522 404 546 749
internal_value=0 -0.00130015 0.000977667 0.00583217 0.0123318
internal_weight=0 0.00692551 0.00581349 0.00390072 0.00282358
internal_count=3910 3579 3057 1699 1295
is_linear=0
shrinkage=0.1


Tree=9992
num_leaves=7
num_cat=0
split_feature=50 4 51 16 2 1
split_gain=1.31629e-05 3.5502e-05 2.71489e-05 2.7981e-05 3.99354e-05 2.23048e-05
threshold=0.07992500000000001 0.28937500000000005 0.077145000000000005 0.0054700000000000009 0.096540000000000015 0.090820000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00038363387659118563 -0.00021317331600142217 0.00036134308124557849 0.00025302191475669214 -0.0001881272274444925 0.00031854156320138715 -3.0976300706901494e-05
leaf_weight=0.001513045358931627 0.0010103959893914228 0.0010385483528408627 0.0010773083428516628 0.001190919167584598 0.0012015038804939699 0.0012668658225121574
leaf_count=1432 755 396 305 368 381 273
internal_value=0 2.56362e-05 -3.01507e-05 -8.91307e-05 6.6328e-05 -0.00022292
internal_weight=0 0.00728819 0.00624964 0.00517233 0.00239242 0.00277991
internal_count=3910 3155 2759 2454 749 1705
is_linear=0
shrinkage=0.00196078


Tree=9993
num_leaves=6
num_cat=0
split_feature=52 133 13 43 15
split_gain=8.04722e-06 1.92886e-05 4.36952e-05 2.06641e-05 2.79953e-05
threshold=0.11401500000000002 -1.0000000180025095e-35 -0.083514999999999992 -0.17307499999999998 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.011448405765701466 -0.0081597536388158809 0.01710576017618225 0.010118434182005698 0.0018188819734289473 -0.017402257582368522
leaf_weight=0.0010254597412774121 0.0010603054977318567 0.0016672851008472491 0.0010462007704139594 0.0018350782446472135 0.0012907297393197291
leaf_count=991 647 678 211 553 830
internal_value=0 0.00120068 0.00342204 -0.00204647 -0.00611804
internal_weight=0 0.00686475 0.00583929 0.00417201 0.00312581
internal_count=3910 3263 2272 1594 1383
is_linear=0
shrinkage=0.1


Tree=9994
num_leaves=7
num_cat=0
split_feature=1 4 15 1 1 4
split_gain=8.64735e-06 2.74234e-05 1.40942e-05 2.74086e-05 3.6254e-05 3.54084e-05
threshold=1.0000000180025095e-35 -0.083329999999999987 1.0000000180025095e-35 0.11097000000000001 0.095575000000000007 0.25367000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.0041576365310274357 0.0010913510177766299 -0.017361392414901929 -0.0078635706655805476 -0.017144020047846278 0.026133060369919726 0.0093048642787183413
leaf_weight=0.001387675572824091 0.0013197072714102175 0.001033101565428752 0.0011195755339113026 0.0010043984815613595 0.0010288453593496282 0.0010203843200199967
leaf_count=440 395 1552 583 228 361 351
internal_value=0 -0.00502592 0.00214793 0.00471088 0.0120615 -0.00381517
internal_weight=0 0.00242078 0.00549291 0.00437334 0.00234855 0.00202478
internal_count=3910 1992 1918 1335 756 579
is_linear=0
shrinkage=0.1


Tree=9995
num_leaves=7
num_cat=0
split_feature=12 51 160 151 1 16
split_gain=1.40279e-05 2.17435e-05 2.83014e-05 1.82871e-05 3.96956e-05 3.13629e-05
threshold=-0.036459999999999992 -0.09021499999999999 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 -0.088504999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.00021441476007899577 0.00028124800633012019 -0.00029829605620409588 -0.00018968430771975186 -0.00027966408350293249 0.00038910490280279409 0.00014450229622453264
leaf_weight=0.0010483718366798185 0.0011071334727674577 0.0011260017816142739 0.0010184092057127694 0.0011278780462862779 0.0012851851646130288 0.0016515949426609347
leaf_count=504 452 904 297 472 255 1026
internal_value=0 2.81054e-05 -1.70322e-05 4.52734e-05 0.000104143 -2.76195e-05
internal_weight=0 0.0073162 0.00620907 0.00508307 0.00406466 0.00277947
internal_count=3910 3406 2954 2050 1753 1498
is_linear=0
shrinkage=0.00196078


Tree=9996
num_leaves=7
num_cat=0
split_feature=52 47 150 3 4 3
split_gain=1.27808e-05 2.29922e-05 4.75586e-05 3.09541e-05 2.98897e-05 1.4755e-05
threshold=0.11401500000000002 0.077065000000000008 0.086420000000000011 -0.089974999999999986 -0.083329999999999987 0.0066850000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-7.348733373986476e-05 -0.00019774864242688207 -0.00016277940215218462 -0.00026841975367157474 0.00056196209114097785 -1.3611215610034462e-05 0.00031925807183054769
leaf_weight=0.0012753144082416857 0.001124166214854277 0.0018412863284643696 0.001127647963678243 0.0010315621437918835 0.0010248552912730266 0.0010230536706028971
leaf_count=604 647 461 364 319 1337 178
internal_value=0 2.67953e-05 9.04644e-05 0.000183395 0.000289779 0.000152677
internal_weight=0 0.00732372 0.00548243 0.00435479 0.00307947 0.00204791
internal_count=3910 3263 2802 2438 1834 1515
is_linear=0
shrinkage=0.00196078


Tree=9997
num_leaves=7
num_cat=0
split_feature=1 457 4 2 15 52
split_gain=8.43091e-06 2.06561e-05 2.23711e-05 3.74378e-05 3.28723e-05 1.87131e-05
threshold=0.12864500000000004 0.069705000000000003 -0.083329999999999987 0.091025000000000009 -0.106555 0.084240000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.01432617840352108 0.0085248361568360347 0.011284976660983406 -0.019491567531363607 0.013605798002128414 -0.01159935115336818 -0.0046245758566128446
leaf_weight=0.0010186039863847598 0.0010026148078778755 0.0010990982018789681 0.0016595022301084282 0.0010079357985468551 0.001063259444517458 0.0010667690989755196
leaf_count=471 331 313 1417 245 798 335
internal_value=0 -0.00128746 -0.00366335 -0.00830023 0.000666596 0.00463195
internal_weight=0 0.00691517 0.00581607 0.0037307 0.0020712 0.00208537
internal_count=3910 3579 3266 2460 1043 806
is_linear=0
shrinkage=0.1


Tree=9998
num_leaves=6
num_cat=0
split_feature=15 43 42 16 16
split_gain=8.58973e-06 1.91246e-05 2.24195e-05 2.05121e-05 2.51082e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.086325000000000013 0.13514000000000004 -0.089864999999999987
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0068756508764339823 0.01339306316597319 -0.004116034153156407 -0.013850123901126936 -0.0097113057121124731 0.0139659946095831
leaf_weight=0.001491772132434498 0.0011242886052867749 0.0013243356886053857 0.0010762096841931881 0.0010600403787729097 0.0018277907256021844
leaf_count=614 233 418 1204 328 1113
internal_value=0 0.00154905 -0.000968938 0.00232221 0.006369
internal_weight=0 0.00641267 0.00528838 0.00421217 0.00315213
internal_count=3910 3296 3063 1859 1531
is_linear=0
shrinkage=0.1


Tree=9999
num_leaves=7
num_cat=0
split_feature=43 4 49 15 15 4
split_gain=1.94366e-05 3.78093e-05 3.42635e-05 8.33701e-05 3.82583e-05 3.36777e-05
threshold=0.0033500000000000005 -0.08422499999999998 -0.006494999999999999 -0.017214999999999998 -0.073314999999999991 0.25367000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00025394629531895891 -0.00021340097420588012 0.00017414031325596244 -0.00022243249690967717 0.00064775460831712102 -0.00035851851486063047 0.00022643787420169241
leaf_weight=0.0014093186697940558 0.0014640137645114725 0.0010132197598602816 0.0011978443503392264 0.00117807517783583 0.0010616162939260012 0.0013864292691963837
leaf_count=723 701 266 792 719 387 322
internal_value=0 3.42988e-05 0.000103892 0.000215452 -9.84014e-05 1.83806e-05
internal_weight=0 0.0072465 0.00583718 0.00376235 0.00207484 0.00258427
internal_count=3910 3209 2486 1833 653 1114
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
Column_4=8476
Column_0=8143
Column_3=7654
Column_2=7641
Column_1=7555
Column_15=6530
Column_52=6451
Column_16=5962
Column_13=4956
Column_12=4463
Column_42=4449
Column_43=4155
Column_48=3132
Column_160=2878
Column_133=2853
Column_49=2473
Column_484=2338
Column_47=2330
Column_151=2154
Column_11=2141
Column_14=1689
Column_51=1674
Column_150=1396
Column_457=1396
Column_50=1304
Column_403=1282
Column_39=881
Column_124=855
Column_1213=810
Column_159=780
Column_1374=733
Column_40=557
Column_1456=545
Column_157=529
Column_123=501
Column_158=467
Column_156=462
Column_376=443
Column_474=425
Column_453=404
Column_132=391
Column_1348=355
Column_38=322
Column_31=317
Column_9=303
Column_1375=289
Column_130=266
Column_41=241
Column_475=220
Column_131=218
Column_1429=208
Column_147=205
Column_483=178
Column_128=175
Column_44=124
Column_1373=118
Column_401=113
Column_1212=112
Column_1365=107
Column_480=96
Column_148=86
Column_1446=74
Column_402=71
Column_375=67
Column_122=66
Column_1186=63
Column_454=54
Column_129=51
Column_393=48
Column_448=44
Column_482=43
Column_1425=37
Column_447=36
Column_45=31
Column_34=30
Column_394=28
Column_155=26
Column_1455=25
Column_1211=21
Column_1426=20
Column_374=18
Column_481=18
Column_1447=17
Column_455=16
Column_1444=15
Column_1338=14
Column_104=10
Column_33=9
Column_1453=9
Column_46=8
Column_456=8
Column_1452=8
Column_146=7
Column_138=6
Column_149=6
Column_10=5
Column_121=5
Column_32=4
Column_1366=4
Column_8=3
Column_1132=3
Column_1210=3
Column_1443=3
Column_1176=2
Column_1372=2
Column_445=1
Column_452=1
Column_472=1
Column_1184=1
Column_1424=1

parameters:
[boosting: dart]
[objective: binary]
[metric: binary_logloss,auc]
[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